diff --git a/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/C9IdWMMY3to_postprocess.srt b/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/C9IdWMMY3to_postprocess.srt
new file mode 100644
index 0000000000000000000000000000000000000000..9ff0cc46cc8df6f83a0059d8a0547351672b62e8
--- /dev/null
+++ b/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/C9IdWMMY3to_postprocess.srt
@@ -0,0 +1,3860 @@
+1
+00:00:04,960 --> 00:00:07,420
+أعوذ بالله السبعين وعليه من الشيطان الرجيم بسم
+
+2
+00:00:07,420 --> 00:00:11,220
+الله الرحمن الرحيم الحمد لله و الصلاة والسلام على
+
+3
+00:00:11,220 --> 00:00:15,760
+مصطفى اليمين سيدنا محمد على آله ومن ساعد على دربي
+
+4
+00:00:15,760 --> 00:00:18,340
+بإحسان اليوم الدين، في البداية السلام عليكم ورحمة
+
+5
+00:00:18,340 --> 00:00:23,180
+الله، كيف حالكم؟ كيف حال مسيطر اليوم؟هي تقترب
+
+6
+00:00:23,180 --> 00:00:27,100
+سفينتنا في هذا المسار مبادئ الإدارة اللي طلبت
+
+7
+00:00:27,100 --> 00:00:30,200
+الطلبة المواهلين لدخول مدرستير إدارة الأعمال مع
+
+8
+00:00:30,200 --> 00:00:33,860
+التخصيصات المختلفة ههي تقتربت من الرسول ان شاء
+
+9
+00:00:33,860 --> 00:00:37,240
+الله على بغ الأمان اليوم علنا ان شاء الله أخر
+
+10
+00:00:37,240 --> 00:00:40,020
+موضوع هنمر عليه ان شاء الله اللي هو financial
+
+11
+00:00:40,020 --> 00:00:44,900
+management أو الإدارة المالية أترككم مع زميلتكوا
+
+12
+00:00:44,900 --> 00:00:48,060
+تعرفنا بنفسها ان شاء الله تحضري أنتي اسمي دكتورة
+
+13
+00:00:49,440 --> 00:00:52,020
+إمان أبو أكيد خريجي التربي و أداب لغة إنجليزية من
+
+14
+00:00:52,020 --> 00:00:54,620
+جامعة الأزهار و طالب و مجستير أعمل بالجامعة
+
+15
+00:00:54,620 --> 00:00:58,500
+الإسلامية بما يتعلق بالعمل مشرفة تربوية بمؤسسة أمس
+
+16
+00:00:58,500 --> 00:01:01,580
+التعليمية والمدير التنفيذي ل mainly technological
+
+17
+00:01:01,580 --> 00:01:05,540
+school ومدربة لبرنامج English language teachers
+
+18
+00:01:05,540 --> 00:01:07,740
+preparation program based on experiential learning
+
+19
+00:01:07,740 --> 00:01:11,360
+بالجامعة الإسلامية هتكلم ..ماشاء الله كل هذا فوق
+
+20
+00:01:11,360 --> 00:01:16,080
+توافق؟ كل هذا فوق واحد فعلاهم اللههتكلم اليوم عن
+
+21
+00:01:16,080 --> 00:01:20,820
+إدارة المالية بمساعد دكتورة خلون، تمام؟ يعني،
+
+22
+00:01:20,820 --> 00:01:23,800
+العنوان نازيز شوية، صح؟ إدارة المالية بالنسبة لكم،
+
+23
+00:01:23,800 --> 00:01:28,340
+بتمرسوها بشكل يومي تقريبا، تمام؟ فبالنسبة لكم، على
+
+24
+00:01:28,340 --> 00:01:31,480
+سعيد حياتكم الشخصية، شو بتعني لكم إدارة المالية؟
+
+25
+00:01:31,480 --> 00:01:36,260
+شو الأمور اللي بتطلب منكم إنكوا تديروا أموال معينة
+
+26
+00:01:36,260 --> 00:01:41,870
+سواء شخصية لكم أو غير شخصية؟ ممكن تحكول شوية؟نبدأ
+
+27
+00:01:41,870 --> 00:01:45,610
+بهالة، يلا يا هالة، ماتت تحتاجي إنك تديري أموالك؟
+
+28
+00:01:45,610 --> 00:01:46,430
+وكيف؟ وليش؟
+
+29
+00:01:53,030 --> 00:01:56,850
+يعني مثلًا أنا لو بدي أعتبر نفسي طالبة هو أنا طالب
+
+30
+00:01:56,850 --> 00:01:59,950
+طبعًا لو بدي أتكلم عن مصروف الشخصي طبعًا فيلي
+
+31
+00:01:59,950 --> 00:02:03,770
+مصروف شخصي محدود خلال فترة الأسبوع صح؟ هذا المصروف
+
+32
+00:02:03,770 --> 00:02:07,610
+الشخصي لازم أنا أقسمه أو أوزه على إنه يسد كل
+
+33
+00:02:07,610 --> 00:02:12,590
+حاجاتي خلال فترة الأسبوع يعني قبل ما ينتهي الأسبوع
+
+34
+00:02:12,590 --> 00:02:17,030
+تمام هذه الأموال بين إيديا اللي وضعت لها مصاريف
+
+35
+00:02:17,030 --> 00:02:21,090
+شخصية تكون بالضبط بتكفي مصاريف الشخصية قدر الإمكان
+
+36
+00:02:21,530 --> 00:02:24,590
+مثلا لو بتتكلم على أسعيد إن أنا طالبة لو على أسعيد
+
+37
+00:02:24,590 --> 00:02:28,610
+إن أنا مثلا موظفة لازم لما أنا أتقاضى الراتب تبعي
+
+38
+00:02:28,610 --> 00:02:34,670
+أقططع جزء منه للإدخار لو فكرت مستقبلا بإني أستثمر
+
+39
+00:02:34,670 --> 00:02:38,970
+هذا الجزء اللي دخلته بالإضافة لأجزاء تانية أعطي حق
+
+40
+00:02:38,970 --> 00:02:42,330
+المجتمع حق الأسرة حق الشخص بتلبية حاجات الشخصية
+
+41
+00:02:42,330 --> 00:02:48,410
+أنتم سواء كموظفات أو كطالباتمتى بتحتاجوا تديروا
+
+42
+00:02:48,410 --> 00:02:52,690
+أموالكم؟ اعطوني مواقف يومية بتسير في حياتكم
+
+43
+00:02:52,690 --> 00:02:58,010
+اليومية طلب منكم الأمر فيها أنكم تديروا أموالكم طب
+
+44
+00:02:58,010 --> 00:02:59,650
+نسأل سميرة
+
+45
+00:03:06,470 --> 00:03:10,530
+زمانات الشهير .. في الشهير مصموم .. مصموم من الـ
+
+46
+00:03:10,530 --> 00:03:16,390
+Managestate الاتخار، ذكاء المال، يعني المعاملات
+
+47
+00:03:16,390 --> 00:03:21,370
+وغيرها إذا بتقشط في مشغلاتك يعني أقل سعرك و ..
+
+48
+00:03:21,370 --> 00:03:23,490
+لازم تبقى لازم تبقى لازم تبقى لازم تبقى لازم تبقى
+
+49
+00:03:23,490 --> 00:03:23,670
+لازم تبقى لازم تبقى لازم تبقى لازم تبقى لازم تبقى
+
+50
+00:03:23,670 --> 00:03:23,770
+لازم تبقى لازم تبقى لازم تبقى لازم تبقى لازم تبقى
+
+51
+00:03:23,770 --> 00:03:27,530
+لازم تبقى لازم تبقى لازم تبقى لازم تبقى لازم تبقى
+
+52
+00:03:27,530 --> 00:03:32,130
+لازم تبقى لازم
+
+53
+00:03:32,130 --> 00:03:36,140
+تفهي نفس ال .. يعني الفكرة اللي حكتها أنه كانت
+
+54
+00:03:36,140 --> 00:03:40,280
+أهلي مرتبة مثلا سابق كل شهر، بدي أحاول أوزعه على
+
+55
+00:03:40,280 --> 00:03:44,120
+الاحتياجات اللي محتاجة ليه سواء يومية أو شهرية،
+
+56
+00:03:44,120 --> 00:03:49,140
+الاتزامات اللي عليا، رسوم ال master's، كل شيء بدي
+
+57
+00:03:49,140 --> 00:03:54,120
+أعطيه حقهعشان أنه في أخر الشهر مفلسش تمام، طب هذا
+
+58
+00:03:54,120 --> 00:03:57,140
+بما يتعلق بحياتكم الشخصية، تمام؟ طب لو كنتوا أنتوا
+
+59
+00:03:57,140 --> 00:04:01,320
+مدراء ماليين في مؤسسات معينة، كيف ممكن تديروا هذه
+
+60
+00:04:01,320 --> 00:04:06,420
+الأموال؟ وليش لازم تديروا هذه الأموال؟ لازم تديرها
+
+61
+00:04:06,420 --> 00:04:09,080
+لأنه أنا في النهاية عندي مشاريع كل مشروع اللي مثلا
+
+62
+00:04:09,080 --> 00:04:13,560
+مزانية معينة اللي مزانية معينة، صحيح؟ صحيح، و لازم
+
+63
+00:04:13,560 --> 00:04:17,640
+أمشي عليها مقد خطها، ليش؟ عشان أعتبر يكون المشروع
+
+64
+00:04:17,640 --> 00:04:23,300
+ناجح وحقق أقصىلو كان مشروع ربحي بدي أحقق أقصى ربح
+
+65
+00:04:23,300 --> 00:04:28,420
+ممكن صح كلامك بأقل تكليف؟ تمام نسمع منكم لو كنت
+
+66
+00:04:28,420 --> 00:04:32,400
+مدرأ ماليين كيف و ليش ممكن تديله أموالكم؟ مش ضرورة
+
+67
+00:04:32,400 --> 00:04:35,260
+أنك تديله أموالكم؟ فهي تأكد أنه فيه مخصص لكل جزء
+
+68
+00:04:35,260 --> 00:04:39,080
+من الموقع مثلا رواتب أخر الشهر للموظفين ووسائط
+
+69
+00:04:39,080 --> 00:04:43,800
+أشغلية مشاريرية مثلا نفقات استثمارية أو رأس مالية؟
+
+70
+00:04:43,800 --> 00:04:48,370
+تمام طب في حال لو لم يتم إدارة هذه الأموالأنا
+
+71
+00:04:48,370 --> 00:04:52,210
+كمدير مالي ما أعطيت يعني ما قمت بالمهم و الواجبات
+
+72
+00:04:52,210 --> 00:04:55,110
+الموكلة لي و ما أحسنت إدارة هذه الأموال ممكن تسيل
+
+73
+00:04:55,110 --> 00:05:00,870
+في اختلاصات اختلاصات صحيح أشياء تانية خسارة خسارة
+
+74
+00:05:00,870 --> 00:05:04,750
+هتضاعف عند الخسارة عجز بالسندوق هتركم عند الديون
+
+75
+00:05:04,750 --> 00:05:08,530
+إلى آخره طيبهانشو بيحكي ليه؟ بيحكي لإنه اتطورت
+
+76
+00:05:08,530 --> 00:05:10,350
+الإدارة المالية مع اتطور الوضع الاقتصادي
+
+77
+00:05:10,350 --> 00:05:13,750
+والتكنولوجي في العالم حيث أصبحت وظيفة أساسية في
+
+78
+00:05:13,750 --> 00:05:17,690
+تحقيق أهداف المشاريع أي مشروع أنا بدي أبدر فيه،
+
+79
+00:05:17,690 --> 00:05:21,070
+بدي أنفضه، بدي أفكر فيه أول شغلة أو من الأشياء
+
+80
+00:05:21,070 --> 00:05:25,610
+اللي لازم أفكر فيها برضه كيف أنا ممكن أديره مالياً
+
+81
+00:05:25,610 --> 00:05:28,730
+طبعا ليش توطورت مع الوضع الاقتصادي والتكنولوجي؟
+
+82
+00:05:28,730 --> 00:05:31,430
+لإنه كل ما اتطور وضع الاقتصادي كل ما اتطور وضع
+
+83
+00:05:31,430 --> 00:05:35,940
+التكنولوجي زادت أمور الإدار الماليةفي الوضع
+
+84
+00:05:35,940 --> 00:05:39,220
+الاقتصادي قد تزيد تعقيد في الوضع التكنولوجي قد
+
+85
+00:05:39,220 --> 00:05:42,120
+يطلب من الأمر مواكب تهيأ التكنولوجيا الإدار
+
+86
+00:05:42,120 --> 00:05:44,780
+المالية هي وسيلة لعمل على تحقيق أهداف المشروع
+
+87
+00:05:44,780 --> 00:05:47,940
+فالمشروع الاقتصادي هو مثابت خلية في جسم الاقتصاد
+
+88
+00:05:47,940 --> 00:05:51,840
+القغمي وإن نجاح واستمرار هذا المشروع لابد وأن
+
+89
+00:05:51,840 --> 00:05:57,440
+تحكمه قواعد وأسس نظرية تكون مبنية على أساس علمي
+
+90
+00:05:57,440 --> 00:06:04,690
+وعملي قداش أنا بكونبأدى مهامى على أكمل وجه كمدير
+
+91
+00:06:04,690 --> 00:06:10,090
+مالى أو كموظف بهذه الإدارة المالية قداش أنا بأساهم
+
+92
+00:06:10,090 --> 00:06:13,810
+في مدى تحقيق الأهداف المرجوة تحقيقها من هذا
+
+93
+00:06:13,810 --> 00:06:17,930
+المشروع تمام؟ هدى بالإضافة مثل ما هو مذكور أنه لما
+
+94
+00:06:17,930 --> 00:06:21,670
+أنا أحقق هذه الأهداف يبقى أنا إيش؟ هساهم في تطور
+
+95
+00:06:21,670 --> 00:06:27,530
+اللى هو الاقتصاد القومى على صعيد مجتمعىطيب الإدارة
+
+96
+00:06:27,530 --> 00:06:30,450
+المالية من الكلام اللي حكته في البداية هو عبارة عن
+
+97
+00:06:30,450 --> 00:06:34,370
+إيش؟ بالنسبة للكلام اللي حدث منكم و بارك الله فيها
+
+98
+00:06:34,370 --> 00:06:38,750
+الإدارة المالية هي عصب الحياة لأي إيش مؤسسة
+
+99
+00:06:38,750 --> 00:06:43,290
+استثمار جايان أو دخل مؤسسة يعني استثمار عامل إيش
+
+100
+00:06:43,290 --> 00:06:49,400
+المؤسسةإدار المالية هي مجموعة من القواعد التي تعمل
+
+101
+00:06:49,400 --> 00:06:53,140
+على دراسة أفضل الطرق الممكنة للحصول على ربح مالي
+
+102
+00:06:53,140 --> 00:06:57,640
+وتوفير القدرة على تمويل كافة المهام التي تتم داخل
+
+103
+00:06:57,640 --> 00:07:02,520
+المنشأة برأيكم أنا بدي أفتح مشروع بدون رئيس مال،
+
+104
+00:07:02,520 --> 00:07:06,630
+بقدر؟بقدر أفتح دا مشروع بدون وجود رأس المال؟ طيب،
+
+105
+00:07:06,630 --> 00:07:10,410
+لو توفر عندي رأس المال وصار من إيديا بدون ما يكون
+
+106
+00:07:10,410 --> 00:07:14,010
+عنده قدرة على إدارة رأس المال هذا، هقدر أكمل
+
+107
+00:07:14,010 --> 00:07:17,350
+مشروعي؟ لأ، طب كيف أنا بدي أدير هذا رأس المال؟
+
+108
+00:07:17,350 --> 00:07:21,390
+أكيد فيه قواعد وأساس معينة وقوانين معينة بتطلب مني
+
+109
+00:07:21,390 --> 00:07:27,330
+أتبعها لإني أدير هذه الأموال بطريقة لو عن ما
+
+110
+00:07:27,330 --> 00:07:29,730
+احترافية أو هي الأفضل
+
+111
+00:07:33,950 --> 00:07:39,510
+تعمل على دراسة أفضل الطرق الممكنة لحصول عربي مالي،
+
+112
+00:07:39,510 --> 00:07:43,950
+هنا المقصود لحصول عربي مالي هو الاستثمار، إذا إيش
+
+113
+00:07:43,950 --> 00:07:47,230
+هي الأمور اللي أنا لازم أثير عليها لتحقيق إيش؟
+
+114
+00:07:47,230 --> 00:07:51,570
+استثمار، طيب الاستثمار بده تمويل، إذا قدرة تمويل
+
+115
+00:07:51,570 --> 00:07:55,310
+كافة مهامها، دي بنسميها إيش؟ بنسميها تمويل، إذا
+
+116
+00:07:55,310 --> 00:07:58,290
+الإدارة المسؤولة عن استثمار وتمويل الأموال،
+
+117
+00:07:58,290 --> 00:08:02,830
+بنسميها إدارة ماليةفضّالي استمع، أعطاني كمان
+
+118
+00:08:02,830 --> 00:08:05,950
+ملاحظة على الإدارة مالاقيش محكي ليه، هي أحد وظائف
+
+119
+00:08:05,950 --> 00:08:10,800
+المشروع، تهتم؟أحد وظائف المشروع تهتم باتخاذ
+
+120
+00:08:10,800 --> 00:08:14,060
+القرارات المتعلقة بالحصول على الأموال بالشكل
+
+121
+00:08:14,060 --> 00:08:18,440
+الأمثل واستثمار هذه الأموال بكفاءة عالية بما يكفل
+
+122
+00:08:18,440 --> 00:08:23,340
+تعظيم القيمة السوقية للشركة أو تعظيم ثروة
+
+123
+00:08:23,340 --> 00:08:26,780
+المساهمين ومن ثم المساهمة في تحقيق الهدف الأسمى
+
+124
+00:08:26,780 --> 00:08:31,420
+للشركة وهو البقاء والنمو والاستمرار طيب، نيجي
+
+125
+00:08:31,420 --> 00:08:35,440
+واحدة واحدة، إيش بيحكيليها تهتم باتخاذ القرارات؟
+
+126
+00:08:35,440 --> 00:08:39,560
+في نفس الوظائف المشروع، مش الإدارةبتركز على إيه؟
+
+127
+00:08:39,560 --> 00:08:44,540
+اش تفضلي تهتم باتخاذ القرارات في مقولة مشهورة
+
+128
+00:08:44,540 --> 00:08:48,920
+عندنا، إيش بتقول؟ مالك المال هو مالك القرار
+
+129
+00:08:48,920 --> 00:08:53,540
+والمدير المالي لإنه مطلع على كل ميزانيات المؤسسة
+
+130
+00:08:53,540 --> 00:08:56,600
+وكل إحصائيات المؤسسة المالية وكل معلوماتها المالية
+
+131
+00:08:56,600 --> 00:09:01,360
+هو هيكون إلى دور رئيسي باتخاذ القرار المتعلق
+
+132
+00:09:01,360 --> 00:09:04,600
+بمستقبل المنشأة على المدى القريب أو المدى البعيد
+
+133
+00:09:04,600 --> 00:09:07,340
+أفضل ممكن فيه المؤسسات المدير العام هو نفس المدير
+
+134
+00:09:07,340 --> 00:09:10,950
+الماليكثير من المؤسسات بتقولك المدير العام هو
+
+135
+00:09:10,950 --> 00:09:14,450
+المدير المالي ليش ضروري؟ عشان يحسن استثمار هذه
+
+136
+00:09:14,450 --> 00:09:18,510
+الأموال بطريقة تحقق الربح طب أنا ليش ده أحقق ربح؟
+
+137
+00:09:18,510 --> 00:09:21,690
+لإنه في ناس حطت رؤوس أموال أنا لما أعطاك رأس
+
+138
+00:09:21,690 --> 00:09:26,490
+المالها ده بدي اتضاعف ليها، تستثمر ليها، صح؟ هدى
+
+139
+00:09:26,490 --> 00:09:30,210
+بالإضافة إن أنا بدي شركتي أتظل عايش مستمرة لإنه
+
+140
+00:09:30,210 --> 00:09:33,430
+بدون أموال ماحق أقدر أحافظ على بقاء ديمومة على
+
+141
+00:09:33,430 --> 00:09:36,270
+حياة هذه الشركة طيب
+
+142
+00:09:37,880 --> 00:09:43,680
+فيه قرارات متعلقة من إدارة المالية إن أن هي أحد
+
+143
+00:09:43,680 --> 00:09:48,680
+وظائف المشروع هي الـ Financial Management تهتم
+
+144
+00:09:48,680 --> 00:09:52,560
+باتخاذ القرار متعلق بـ «الحصول على الأموال» اللي
+
+145
+00:09:52,560 --> 00:09:58,280
+هي التوين استثمار الأموال واستخدامها وتعظيم تروة
+
+146
+00:09:58,280 --> 00:10:01,960
+المساهمين اللي هم ملاك المؤسسة يحصلوا على أرباح
+
+147
+00:10:01,960 --> 00:10:05,520
+لهدف أخرى اللي هي بقاءه النمو والاستماع. تفضلي
+
+148
+00:10:08,380 --> 00:10:14,060
+في عندي مجموعة من القرارات المتعلقة بالإدارة
+
+149
+00:10:14,060 --> 00:10:16,660
+المالية مش احنا حكينا مالك المال، مالق القرار
+
+150
+00:10:16,660 --> 00:10:20,980
+والمدير المالي بيلعب دور رئيسي في اتخاذ قرارات
+
+151
+00:10:20,980 --> 00:10:25,940
+متعلقة بمصلحة المنشأة بمصلحة المؤسسة أو المشروع
+
+152
+00:10:25,940 --> 00:10:28,860
+على المدى القريب أو البعيد، صح؟ فهي القرارات،
+
+153
+00:10:28,860 --> 00:10:30,920
+هنتكلم عن أول قرار فيها اللي هو إيش، قرار
+
+154
+00:10:30,920 --> 00:10:33,760
+الاستثمار قرار الاستثمار، شو يعني باللغة؟
+
+155
+00:10:33,760 --> 00:10:35,620
+Investment
+
+156
+00:10:41,030 --> 00:10:45,790
+تمام بالنسبة لكم لما تسمعوا كلمة استثمار إيش يعني
+
+157
+00:10:45,790 --> 00:10:50,850
+استثمار؟ في صورة ممكن توضح شغل يعني هي الصورة
+
+158
+00:10:50,850 --> 00:10:56,770
+الموجودة بالظبط
+
+159
+00:10:56,770 --> 00:11:01,150
+أنا بدي أدفع مبلغ معين من المال بفكرة معينة فكرة
+
+160
+00:11:01,150 --> 00:11:05,550
+رياضية أو فكرة مشروع معين حتى يتضاعف ليلي صح؟ طيب
+
+161
+00:11:06,730 --> 00:11:13,070
+نفترض إنه معاكي مبلغ قدره مليون دولار، تمام؟ قدملك
+
+162
+00:11:13,070 --> 00:11:16,730
+أحد المانحين وقال لك استثمريلي هذا المبلغ بفكرة
+
+163
+00:11:16,730 --> 00:11:21,330
+رياضية معينة كيف ممكن تقوم باستثمار هذا المبلغ؟ شو
+
+164
+00:11:21,330 --> 00:11:25,930
+الأفكار اللي عندكم لاستثمار هذا المبلغ؟ أو حطوا
+
+165
+00:11:25,930 --> 00:11:30,940
+المبلغ اللي أنتم بدكميه؟يعني مثلًا لو على صعيد
+
+166
+00:11:30,940 --> 00:11:34,840
+الشخصي طالما أنا خارج التربية لو فكرت بالموضوع
+
+167
+00:11:34,840 --> 00:11:38,320
+ممكن أعمل مدرسة خاصة قائمة التعلم والنشط والتعلم
+
+168
+00:11:38,320 --> 00:11:41,360
+التكنولوجي والمدرسة الخاصة هدفي إليها إيرادات إن
+
+169
+00:11:41,360 --> 00:11:45,640
+الطالب كل فصل أو كل شهر هيدفعلي رسوم معين للاشتراك
+
+170
+00:11:45,640 --> 00:11:49,460
+بهذه المدرسة، صح؟ بالتالي أنا بحقق خلال ممكن خلال
+
+171
+00:11:49,460 --> 00:11:53,960
+سنة واحدة أو سنتين أرجع رأس المال و بعد هيك ببدأ
+
+172
+00:11:53,960 --> 00:11:58,050
+أحقق بحجم معين من الأرباحطيب انتوا شوفى عندكم
+
+173
+00:11:58,050 --> 00:12:00,570
+أشياء ممكن لو توفر عندكم أبلغ معايا من المال
+
+174
+00:12:00,570 --> 00:12:04,510
+تستثمروا لنا إياها، نسمع أنا كمهمان بتشتغل في
+
+175
+00:12:04,510 --> 00:12:08,410
+الدولة ممكن أعمل مجهودة على طاقة اللي هو
+
+176
+00:12:08,410 --> 00:12:12,390
+residential building و أعمل فيهم ميادات معينة مثلا
+
+177
+00:12:12,390 --> 00:12:17,770
+بكل smart home و أبيع حد الناس اللي يعني فئة معينة
+
+178
+00:12:17,770 --> 00:12:21,640
+من الناسلأن مش كل حاجة تستطيع على ال .. أنه يشتري
+
+179
+00:12:21,640 --> 00:12:25,780
+مانديل مثلا يكون باستفادت .. صحيح .. اللي لها
+
+180
+00:12:25,780 --> 00:12:28,800
+تسماء تكنولوجية عالية بسمارة المال بيتالي أنا برضه
+
+181
+00:12:28,800 --> 00:12:33,880
+بقدر أرجع الحكاية رأس المال خلال أقدم سنة تمام،
+
+182
+00:12:33,880 --> 00:12:36,400
+رأس المال تقريبا تتطلبيه لمشموعك قداش؟
+
+183
+00:12:39,510 --> 00:12:44,910
+مليون دولار، بعد يعني بعد استرداد رأس المال تقريبا
+
+184
+00:12:44,910 --> 00:12:48,590
+عدد الأرباح أو معدل الأرباح سنويا قدر حيكون؟ مش
+
+185
+00:12:48,590 --> 00:12:52,650
+سنويا، تكون تحسبها بشكل عام، لأنها بتكون حاسبة
+
+186
+00:12:52,650 --> 00:12:55,930
+يعني شهريا مثلا، كل فترة أو ربوع السنة مثلا فهي
+
+187
+00:12:55,930 --> 00:12:59,530
+تبتكت بيئة .. بيئة شقة مثلا، فتكون عندك قدرة
+
+188
+00:12:59,530 --> 00:13:03,270
+تساعدك يعني يعني مدتش متوقع مليون دولار يولدوا
+
+189
+00:13:03,270 --> 00:13:08,780
+أموال؟ ممكنممتاز هو هذا بالظبط الاستثمار أنا بحط
+
+190
+00:13:08,780 --> 00:13:13,200
+رأس مال معين في مشروع معين بفكرة معينة و بعد فترة
+
+191
+00:13:13,200 --> 00:13:17,400
+معينة بحقق الكام من الأرباح تكون مرضية ليه؟ تكون
+
+192
+00:13:17,400 --> 00:13:20,400
+هذه الأرباح مستهلة جهدي و الفكرة أنا حطيتها و
+
+193
+00:13:20,400 --> 00:13:24,120
+مستهلة وقتي okay، تفضل الخلون، لو معاك رأس مال،
+
+194
+00:13:24,120 --> 00:13:29,420
+أيش هم يمكن أن تسوي؟ مركزمركزيش؟ بس استعليمي ..
+
+195
+00:13:29,420 --> 00:13:32,260
+مركز تعليمي .. فجيبت طلاب دلوقتي التحصيل ..
+
+196
+00:13:32,260 --> 00:13:36,860
+استعليهم من .. من البداية يعني .. طبعا إذا حقق ربح
+
+197
+00:13:36,860 --> 00:13:41,280
+ماشي .. ممكن أنا عاملة .. ممكن انا .. ممكن استمرار
+
+198
+00:13:41,280 --> 00:13:45,780
+.. استمرار ممتازطيب سؤال التاني تاني الاقتراحه
+
+199
+00:13:45,780 --> 00:13:49,700
+مشهرية هل انتم في حال لو توفر رأس المال ونفّذتم
+
+200
+00:13:49,700 --> 00:13:55,000
+المشروع هل انتم على ضمان 100% من نجاح هذا المشروع
+
+201
+00:13:55,000 --> 00:13:59,360
+مهما كانت الخطة الاستراتيجية الموضوعة لتحقيق أهداف
+
+202
+00:13:59,360 --> 00:14:02,820
+هذا المشروع أو تحقيق نجاح هذا المشروع؟كنت عاملة
+
+203
+00:14:02,820 --> 00:14:07,200
+دراسة جدوى و حطت خطة استراتيجية و عاملة حسابك يعني
+
+204
+00:14:07,200 --> 00:14:10,920
+بالمليء لكن اللي بيكون في الميدان مش زي اللي بيكون
+
+205
+00:14:10,920 --> 00:14:11,560
+برا الميدان
+
+206
+00:14:11,560 --> 00:14:29,120
+‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏�
+
+207
+00:14:30,290 --> 00:14:33,770
+لكن مع ذلك إذا عندك إرادة شو هتعمل إيه؟ هتجاسف
+
+208
+00:14:33,770 --> 00:14:36,830
+لإنه تخطب الأسباب و لا الله تخطبه حقيقية بالضبط
+
+209
+00:14:36,830 --> 00:14:40,810
+لإن الأمر يتطلب منك مخاطرة ومجازفة حتكون شخصية
+
+210
+00:14:40,810 --> 00:14:43,670
+ريادية معتبرة جمال الشمال ممتاز لإستثمار يا أخواتي
+
+211
+00:14:43,670 --> 00:14:46,910
+للمستقبل من اتمار أهمنا هذه الشجرة عشان مارشلسون
+
+212
+00:14:46,910 --> 00:14:50,870
+وهذه الشجرة الشجرة اللي فيها اتمار هذه معناها شجرة
+
+213
+00:14:50,870 --> 00:14:54,170
+ناجحة الشجرة هذه مش فيها ولا حاجة معناها شجرة إيش
+
+214
+00:14:54,170 --> 00:14:58,690
+فاشلةإذا الاستثمار معناه المبلغ اللي أمامك هيشغله
+
+215
+00:14:58,690 --> 00:15:02,950
+ويرد منه عن أموال إيش عن أموال أخرى طبعا الموضوع
+
+216
+00:15:02,950 --> 00:15:08,850
+مش متبسطة فقط كل ما زادت طموحاتي وزادت مبلغ
+
+217
+00:15:08,850 --> 00:15:12,070
+الاستثمار كل ما زادت المخاطرة اللي إحنا ختمنا فيها
+
+218
+00:15:12,070 --> 00:15:16,230
+نقاش الأخوات قبل شوية إذا إحنا بناخد بالأسباب
+
+219
+00:15:16,230 --> 00:15:18,890
+بنعمل اللي علينا بنعمل دراسة جدوة بنعمل مقترح
+
+220
+00:15:18,890 --> 00:15:22,690
+بنعمل كل حاجة و بعدين اللي الله كانت بحاسيها إذا
+
+221
+00:15:22,690 --> 00:15:27,750
+هناك علاقة ترديةبين ال return اللي هو العائد و ال
+
+222
+00:15:27,750 --> 00:15:32,690
+risk اللي هو المخاطرة، كل ما زادت عوائدك بزيد أيش؟
+
+223
+00:15:32,690 --> 00:15:37,650
+بزيد مخاطرك، ممكن تقولي مخاطر أيش؟ مخاطر الخسارة،
+
+224
+00:15:37,650 --> 00:15:40,130
+إذا الأخلاق مش كلها ورد، لأ لازم أخد بالنسبة لك إن
+
+225
+00:15:40,130 --> 00:15:43,070
+ممكن اللي أسمح الله يصير أيش؟ خسارة، إذا هذا
+
+226
+00:15:43,070 --> 00:15:48,330
+بالنسبة لل investment أو نسبةاللي حاكتناها ملخص
+
+227
+00:15:48,330 --> 00:15:50,950
+بالتعريفها ده إيش بقولليه قرارات الاستثمار هي
+
+228
+00:15:50,950 --> 00:15:56,730
+عبارة عن القرار الذي ينطوي عليه تخصيص قدر معلون من
+
+229
+00:15:56,730 --> 00:16:00,490
+أموال منشأة في الوقت الراهن لنشاط جديد يحقق ربح في
+
+230
+00:16:00,490 --> 00:16:05,550
+المستقبل وهو يكون عرضة لدرجات مختلفة من الخطر وعدم
+
+231
+00:16:05,550 --> 00:16:11,910
+التأكد هو نفس اللي انت وحاكته، تمام؟ طيب، قرار
+
+232
+00:16:11,910 --> 00:16:15,260
+التاني هو قرار التمويل، مين اسمه تمويل؟إيش يعني
+
+233
+00:16:15,260 --> 00:16:19,560
+تمويل؟ هلأ أنا فيها عندي فكرة استثمارية Financial
+
+234
+00:16:19,560 --> 00:16:23,980
+Financial Financial Financial Financial Financial
+
+235
+00:16:23,980 --> 00:16:26,300
+Financial Financial Financial Financial Financial
+
+236
+00:16:26,300 --> 00:16:26,540
+Financial Financial Financial Financial Financial
+
+237
+00:16:26,540 --> 00:16:26,980
+financial financial financial financial financial
+
+238
+00:16:26,980 --> 00:16:29,320
+financial financial financial financial financial
+
+239
+00:16:29,320 --> 00:16:29,360
+financial financial financial financial financial
+
+240
+00:16:29,360 --> 00:16:29,680
+financial financial financial financial financial
+
+241
+00:16:29,680 --> 00:16:31,400
+financial financial financial financial financial
+
+242
+00:16:31,400 --> 00:16:31,720
+financial financial financial financial financial
+
+243
+00:16:40,310 --> 00:16:44,530
+أنا عندي فكرة، فكرة مشروع، بس شو ناقصني؟ التمويل،
+
+244
+00:16:44,530 --> 00:16:46,950
+صح؟ عندي فكرة استثمارية، يعني أنا شو محتاجها؟
+
+245
+00:16:46,950 --> 00:16:51,450
+التمويل طيب، التمويل هذا من وين ده أحصل عليه؟ من
+
+246
+00:16:51,450 --> 00:16:54,930
+ذاتي، من شخصي أو؟ أو بانك الدين، أخد قرد من الbank
+
+247
+00:16:54,930 --> 00:17:01,280
+أو؟أو ناس مساهمة، صح؟ فيه مستثمرين معاهم فلوس بس
+
+248
+00:17:01,280 --> 00:17:04,180
+بدهم فكرة يحطوا فيها فلوسهم، صح؟ يبقى فيه عند أنا
+
+249
+00:17:04,180 --> 00:17:08,080
+مجموع من طرق اللي أنا ممكن أحصل فيها على الأموال
+
+250
+00:17:08,080 --> 00:17:11,460
+أحصل فيها على .. يعني أقدر فيها من خلال الأموال
+
+251
+00:17:11,460 --> 00:17:14,120
+المشروعة كده القرار التاني اللي هم القرارات لدولة
+
+252
+00:17:14,120 --> 00:17:16,540
+المالية اللي هو القرار الـ Funding اللي هي قرار
+
+253
+00:17:16,540 --> 00:17:21,020
+الدمويل إيش عملت بصدق؟ من أين لك هذا؟ انت ركب جيب
+
+254
+00:17:21,020 --> 00:17:26,360
+موديل 2020 من أين جبت فلوسه؟من وين مولتي؟ من وين
+
+255
+00:17:26,360 --> 00:17:29,540
+دفعتي؟ والله بعيد قطرة الأرض، بعيد دهب، بعيد حاجة،
+
+256
+00:17:29,540 --> 00:17:32,660
+هذا بيسميه إيش التمويل زي ما تفكرتوا مع بعض أنه
+
+257
+00:17:32,660 --> 00:17:35,960
+التمويل طبعا المصادر إما دافع، معايا، الدخار، تحت
+
+258
+00:17:35,960 --> 00:17:40,720
+الظلال، دهب، أي حاجة أو قولوط من مؤسسات أو من بنوك
+
+259
+00:17:40,720 --> 00:17:45,000
+أو ممكن تبحثهم، ده كانت مؤسسة مساهمة أو ممكن أرباح
+
+260
+00:17:45,000 --> 00:17:49,180
+إيش، محتجة، إحنا أرباح إن خبينا، إذا القرار الهام
+
+261
+00:17:49,180 --> 00:17:53,900
+التاني هو قرار تمويل، قرار تمويل الاستثمار، ماشي،
+
+262
+00:17:53,900 --> 00:17:58,590
+تفضليطبعًا ممكن نتكلم شوية عن أرباح محتجزة، أنه
+
+263
+00:17:58,590 --> 00:18:03,450
+مثلًا أنا شريك في مؤسسة كذا، هذه المؤسسة بطبيعها
+
+264
+00:18:03,450 --> 00:18:07,270
+بتعطيني جزء من أرباحي وجزء تاني بتدخله لوقت
+
+265
+00:18:07,270 --> 00:18:11,190
+الحاجة، فهي بتكون إيش محتجزة؟ ليش؟ لأنه لو ..في
+
+266
+00:18:11,190 --> 00:18:15,230
+يوم من الأيام مرقت على المؤسسة هذه فكرة استثمارية
+
+267
+00:18:15,230 --> 00:18:19,150
+نحتاج أن نموّلها صح؟ في الممكن أن نجيب أموال قد لا
+
+268
+00:18:19,150 --> 00:18:22,130
+ينضم أي شريك آخر لتمويل هذه الفكرة فأنا شو باخد؟
+
+269
+00:18:22,130 --> 00:18:25,390
+باخد من الأرباح اللي احتجزتها أرباح المشتركين
+
+270
+00:18:25,390 --> 00:18:31,070
+نفسهم بيد المشروع آخر قرار لحظة، عندنا ساعة ربح
+
+271
+00:18:31,070 --> 00:18:37,720
+بعد الضريبة، الضريبة ماشي، مين؟وزعنا على المساهمين
+
+272
+00:18:37,720 --> 00:18:42,280
+تسعين، قداش خبّانة؟ عشر العشر وهذه محتجزة، بتظهر
+
+273
+00:18:42,280 --> 00:18:46,560
+في الميزانية العالمية حقوق عيش ملكية طبعا فيه إلها
+
+274
+00:18:46,560 --> 00:18:49,920
+سياسة، لأن بعض الناس ما بترضى نحتجز، بيتها كل
+
+275
+00:18:49,920 --> 00:18:52,360
+الفلوس، بعض الناس بتهاشتها كل الفلوس، بيتها نحتجز،
+
+276
+00:18:52,360 --> 00:18:57,720
+وهكذا، هذا يلها سياسة معين، تفضلي القرار التالت،
+
+277
+00:18:57,720 --> 00:19:01,340
+اللي هو قرار تقسيم الأرباح قرار المهمين، هلأ أنا
+
+278
+00:19:01,340 --> 00:19:04,600
+استثمرت أموالك، إيه يعني تقسيم الأرباح؟ هتكلم
+
+279
+00:19:04,600 --> 00:19:05,400
+معانا يا دكتور Rahim
+
+280
+00:19:13,680 --> 00:19:16,940
+قرارات الإدارة المالية كانوا تلاتة، صح؟ أول قرار
+
+281
+00:19:16,940 --> 00:19:19,980
+أني أنا القرار الاستثماري بدي فكرة استثمارية
+
+282
+00:19:19,980 --> 00:19:23,680
+أستثمر فيها، صح؟ القرار التاني تمويل، بدي تمويل
+
+283
+00:19:23,680 --> 00:19:27,380
+لهذا المشروع الاستثماري، مظبوط؟ تالت شغل، أنا
+
+284
+00:19:27,380 --> 00:19:31,160
+استثمرت ومولت، بس مش هلأ هيصير في عند إدرار
+
+285
+00:19:31,160 --> 00:19:35,850
+بأرباحي، صح؟ طب الأرباح دي شو أعمل فيها؟بدي أقسمها
+
+286
+00:19:35,850 --> 00:19:40,570
+كل مشترك بالمشروع كل مساهم بهذه الفكرة بهذه
+
+287
+00:19:40,570 --> 00:19:44,610
+المشروع بهذه المنشورة بيأخذ حقه من الأرباح هي هذه
+
+288
+00:19:44,610 --> 00:19:47,750
+فكرة تقسيم الأرباح هو القرار الذي تتخذه الشركة
+
+289
+00:19:47,750 --> 00:19:51,270
+لتحديد طريقة توزيع الأرباح للمساهمين طبعاً في
+
+290
+00:19:51,270 --> 00:19:55,330
+مجموعة من الطرق اللي إحنا من خلالها ممكن نوزعها
+
+291
+00:19:55,330 --> 00:19:59,430
+الأرباح ممتاز إذا القلة التالت نقاط لدا المالية
+
+292
+00:19:59,430 --> 00:20:02,490
+اللي هو division profit أو profit division هو
+
+293
+00:20:02,490 --> 00:20:07,350
+تقسيم الأرباحكيف نوزل الأرباح للملاك أصحاب المشروع
+
+294
+00:20:07,350 --> 00:20:13,390
+من الملاك اللي هم المساهمين أصحاب الأسهم و اكتشف
+
+295
+00:20:13,390 --> 00:20:16,650
+نوزل الأرباح لما نخسر كل المصاريف و التكريف و من
+
+296
+00:20:16,650 --> 00:20:19,250
+ضمنها الدرائج زي ما كنت قد كتب من تهيأة بعد
+
+297
+00:20:19,250 --> 00:20:23,750
+الضريبة بعدين نوزل الأرباح طبعا عادة لو انا اتوزع
+
+298
+00:20:23,750 --> 00:20:27,590
+أخر سنة مالي ماشي اذا انا عندى تلات قاط معنا ال
+
+299
+00:20:27,590 --> 00:20:32,880
+investment الاستثمار الاستثمار معناهإذا كان هذا من
+
+300
+00:20:32,880 --> 00:20:40,720
+أين لك هذا؟ هذا أين دهب المال؟ إذا الاستثمار أين
+
+301
+00:20:40,720 --> 00:20:45,540
+دهب المال؟ التمويل فانت من أين لك هذا؟ الفلوس اللي
+
+302
+00:20:45,540 --> 00:20:49,560
+عندك بنجيبها، بعدين توصيل الأرض، عالم ولاك إيش؟
+
+303
+00:20:49,710 --> 00:20:52,670
+أعملها في المؤسسة تمام، ممكن تحكولي شو هما
+
+304
+00:20:52,670 --> 00:20:54,870
+القرارات التلاتة المتعلقة بالإدارة المالية؟
+
+305
+00:20:54,870 --> 00:20:59,910
+بالنسبالي أول واحد الـ Investment Investment، ثاني
+
+306
+00:20:59,910 --> 00:21:03,250
+واحد التمويل Funding، ثالث واحد تنسيع الأرباح
+
+307
+00:21:03,250 --> 00:21:07,470
+Division of Profits أحسن، طيب ممكن حد يتكلمي عن هى
+
+308
+00:21:07,470 --> 00:21:14,690
+القرارات التلاتة؟ واحد منهم ياخدونى، اختري واحد
+
+309
+00:21:14,690 --> 00:21:18,870
+القرارات التلاتة، من هنا تجد المال، من هنا مصدره
+
+310
+00:21:19,850 --> 00:21:23,450
+لأ، أنا حاطة على التمويل التمويل، من أين لك هذا؟
+
+311
+00:21:23,450 --> 00:21:31,170
+تمام، من أين لك هذا التمويل؟
+
+312
+00:21:31,170 --> 00:21:33,710
+اللي حصلت عليها التمويل، هذه الفكرة الاستثمارية،
+
+313
+00:21:33,710 --> 00:21:37,070
+الاستثمار؟ انا كنت احنا على تقسيم الأرباح التقسيم
+
+314
+00:21:37,070 --> 00:21:43,410
+الأرباح، أحسن،
+
+315
+00:21:43,410 --> 00:21:46,830
+دي من يتكلميلنا عن الاستثمار؟
+
+316
+00:21:49,030 --> 00:21:52,030
+الثمار مش هو .. الثمار ده هو إيش الفكرة اللي أنا
+
+317
+00:21:52,030 --> 00:21:55,270
+بدي أثمرها تشغيل الأموال يا عزيزي بالثمار هو تشغيل
+
+318
+00:21:55,270 --> 00:21:57,510
+الأموال حتى تحقق ليها أربع بفكرة استثمارية معينة
+
+319
+00:21:57,510 --> 00:22:02,570
+بتحقق ليها أربع أيوة تشغيل الأموال طيب أنا سؤال
+
+320
+00:22:02,570 --> 00:22:08,070
+إلكم .. إلكم السؤال أي ثمار بتفتح .. بتعطيكم دقيقة
+
+321
+00:22:08,070 --> 00:22:10,710
+واحدة تقرأوا الأسئلة و تعطونوا إجابة تلاقيلها
+
+322
+00:22:10,710 --> 00:22:11,270
+تمام؟
+
+323
+00:22:16,790 --> 00:22:25,490
+هو ممكن يظهر هو مش في السؤال خلي بعد ممكن يظهر
+
+324
+00:22:25,490 --> 00:22:29,110
+خلصنا
+
+325
+00:22:29,110 --> 00:22:31,370
+الدقيقة ده يا ميس لسه
+
+326
+00:22:49,940 --> 00:22:52,880
+نسمع إجابة من طالب و بعدين نعمل تصوير، هل إجابتها
+
+327
+00:22:52,880 --> 00:22:57,020
+صح أو غلط؟ تما، نبدأ بأول واحد، احتجاز جزء من
+
+328
+00:22:57,020 --> 00:23:02,760
+أرباح المؤسسة إسلام، هل هو استثمار دموين توزيع
+
+329
+00:23:02,760 --> 00:23:10,960
+أرباح؟ أنا احتجازت جزء من الأرباح جواب ده صح، ليش
+
+330
+00:23:10,960 --> 00:23:14,680
+جواب ده غلط؟ كلمة احتجازش معناها احتجاز أو توزيع؟
+
+331
+00:23:15,650 --> 00:23:18,710
+مش إحنا حكينا إنه أنا في السوري أقندي كمية من
+
+332
+00:23:18,710 --> 00:23:23,090
+الأرباح، صح؟ ممكن أوزّع عليهم 90% أو 10% أدخلها،
+
+333
+00:23:23,090 --> 00:23:26,870
+ليش أدخلها؟ عسى إنه لو احتجت أمول فكرة استثمارية
+
+334
+00:23:26,870 --> 00:23:29,950
+في المستقبل القريب أو البعيد، أاخد أن هي الأرباح
+
+335
+00:23:29,950 --> 00:23:33,570
+المحتجزة، يبقى أنا إن احتجت أموال من أسباب احتجاز
+
+336
+00:23:33,570 --> 00:23:38,910
+الأرباح هي إنه أنا شغل عمال تنمو إذا funding، أفضل
+
+337
+00:23:38,910 --> 00:23:41,490
+funding؟ تمام، هذا السؤال لساميرا، لإن أنا متعلقة
+
+338
+00:23:41,490 --> 00:23:44,170
+في وظيفتها، الحصول على قرد من بني فلسطين
+
+339
+00:23:47,020 --> 00:23:50,080
+بيور التمويل، أحسن تي تمويل، نعم، نعم، نعم، نعم،
+
+340
+00:23:50,080 --> 00:23:52,020
+نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم،
+
+341
+00:23:52,020 --> 00:23:52,060
+نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم،
+
+342
+00:23:52,060 --> 00:23:52,960
+نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم،
+
+343
+00:23:52,960 --> 00:23:55,540
+نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم،
+
+344
+00:23:55,540 --> 00:23:58,960
+نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم،
+
+345
+00:23:58,960 --> 00:24:06,580
+نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم،
+
+346
+00:24:06,580 --> 00:24:12,460
+نعم، نعم، نعم، نعم،
+
+347
+00:24:12,460 --> 00:24:17,650
+نعمفتح فرع جديد لمصنع العودة عن طريق إصدار أشطن
+
+348
+00:24:17,650 --> 00:24:24,550
+جديدة أي شغل جديد جديد جديد استثمار لأي شغلة بدي
+
+349
+00:24:24,550 --> 00:24:27,290
+أجيب قالة جديدة بدي أفتح فرع جديد بدي أفتح خاط
+
+350
+00:24:27,290 --> 00:24:30,490
+إنتاج جديد هذا كله ليش بعمله؟ عشان أزيد أرباحي بدي
+
+351
+00:24:30,490 --> 00:24:37,890
+أستثمر بدي أستثمر لزيادة الأرباح شراء
+
+352
+00:24:37,890 --> 00:24:43,270
+قطعة أرض للمصنع ممتاز استثمار توزيع أرباح على ملاك
+
+353
+00:24:43,270 --> 00:24:43,730
+الشركة
+
+354
+00:24:46,350 --> 00:24:49,770
+في حد عنده اعتراض على أي واحدة أو واحدة نعيدها؟
+
+355
+00:24:49,770 --> 00:24:53,750
+إذا الفلوس لو نعطيها أدفعها من جيبتي زي شراء قر أو
+
+356
+00:24:53,750 --> 00:24:57,230
+قرد واحد أستثمار باسمه لما أخدها زي قرد مثلا
+
+357
+00:24:57,230 --> 00:25:00,990
+استلافت منكوا يعني أنا أخدت كمؤسسة أو بقيت حاجة و
+
+358
+00:25:00,990 --> 00:25:04,230
+أخدت منها ده اسم وعاش التموي التوزيع واضح، توزيع،
+
+359
+00:25:04,230 --> 00:25:07,430
+تفضل تفضل، تفضل، تفضل، تفضل، تفضل، تفضل، تفضل،
+
+360
+00:25:07,430 --> 00:25:10,270
+تفضل، تفضل، تفضل، تفضل، تفضل، تفضل، تفضل، تفضل،
+
+361
+00:25:10,270 --> 00:25:15,770
+تفضل، تفضل،
+
+362
+00:25:15,830 --> 00:25:22,030
+management تمويل funding إن أنا حتى في اللغة خليني
+
+363
+00:25:22,030 --> 00:25:25,510
+الدكتورة هم بيعرفوا funding هذي financial
+
+364
+00:25:25,510 --> 00:25:29,910
+financial
+
+365
+00:25:29,910 --> 00:25:36,130
+management واحدة الأم وواحدة البنت أو واحدة الأصل
+
+366
+00:25:36,130 --> 00:25:40,770
+وتانية الثانية واحدين اللي هي أحد قراراته أحسن دي
+
+367
+00:25:50,370 --> 00:25:54,570
+الإدارة المالية صح، الكلامي صح تفضل على التمويل
+
+368
+00:25:54,570 --> 00:25:58,210
+التمويل نفسه .. الإدارة، أه هو أني أنا بدي أحصل ..
+
+369
+00:25:58,210 --> 00:26:01,690
+أنت بدي تحصل على .. أه طيب بدي أحصل على الأسهمال
+
+370
+00:26:01,690 --> 00:26:04,950
+اللي بدي أبدأ فيه المشروع صح الإدارة المالية زي ما
+
+371
+00:26:04,950 --> 00:26:08,430
+حكيته مثلا هي الأمب اللي هي .. مجموعة من القواعد
+
+372
+00:26:08,430 --> 00:26:11,490
+والقوانين اللي من خلالها بتاخد قرارات بتاخد
+
+373
+00:26:11,490 --> 00:26:16,350
+المصلحة إذا ما هت إيش هتكون؟ إدارة مالية هي؟
+
+374
+00:26:19,970 --> 00:26:24,470
+أحد وضعف المشروط زي ما اتا و زمانكن شرحت في عندها
+
+375
+00:26:24,470 --> 00:26:33,490
+قرار التمويل، قرار الاستثمار، قرار توزيع الأرباح،
+
+376
+00:26:33,490 --> 00:26:38,290
+ماشي إذن هي أياش هي لكل، لأن أجل هاتف الأثنين
+
+377
+00:26:38,290 --> 00:26:43,470
+الدولة المالية تشمل التمويل و ليس العكس، ناخد
+
+378
+00:26:43,470 --> 00:26:49,350
+عبادة صحوات بسم اللهكنت أحكي لهم إنه هيك بالضبط
+
+379
+00:26:49,350 --> 00:26:51,730
+يعني الإدارة المالية، هي هي الإدارة المالية و
+
+380
+00:26:51,730 --> 00:26:55,310
+الإدارة
+
+381
+00:26:55,310 --> 00:27:01,450
+المالية يعني إلها تلت أبناء، اللي هي تمويل و
+
+382
+00:27:01,450 --> 00:27:04,290
+استثمار تقسم أرباح
+
+383
+00:27:11,710 --> 00:27:15,190
+سؤال ضعي علامة صح أو خطأ أمسح البطيخة و لسه
+
+384
+00:27:15,190 --> 00:27:19,370
+عايزينها صح يا دكتورة حاضر يعني هديلة بطيخ في عصر
+
+385
+00:27:19,370 --> 00:27:22,850
+الشتاء السؤال
+
+386
+00:27:22,850 --> 00:27:34,290
+ضعي علامة صح أو خطأ أو also true واحد تعتبر أو
+
+387
+00:27:34,290 --> 00:27:39,730
+يعتبر التمويل هو البحث
+
+388
+00:27:41,310 --> 00:27:48,970
+عن .. يعتبر التمويل هو البقية عن مصادر ..
+
+389
+00:27:48,970 --> 00:28:01,110
+مصادر جنب أموال للشركة وهو الكل من الإدارة المالية
+
+390
+00:28:01,110 --> 00:28:04,290
+مين
+
+391
+00:28:04,290 --> 00:28:10,170
+يجاوب؟ ليش؟بالظبط، يعني هي كلمة الكل يعني أنا صحي،
+
+392
+00:28:10,170 --> 00:28:17,070
+اه فانت بقالك هو مش الكل، هو إيش؟ هو الجزر، الجزر
+
+393
+00:28:17,070 --> 00:28:21,030
+طب لو نصحها طريقة يعني، كيف ممكن نصحها؟ هو جدّق من
+
+394
+00:28:21,030 --> 00:28:24,310
+الإدار المالي، اه أو ممكن نكتب هنا الإدار المالي
+
+395
+00:28:24,310 --> 00:28:28,190
+ونحط تعريف الإدار المالي ونكمل عليه، صح؟ تمام، لأ،
+
+396
+00:28:28,190 --> 00:28:31,170
+بس لما بتحط اللي لما تشيله يعني، اه، ماتظبطش يعني
+
+397
+00:28:31,170 --> 00:28:31,630
+معرفة
+
+398
+00:28:36,150 --> 00:28:40,950
+طيب، سؤال لذيذ، هل الإدارة ..؟ ماشي، قبل ما السؤال
+
+399
+00:28:40,950 --> 00:28:46,670
+لذيذ، خليني مروحة شوية نعم؟ أعطيهم نقطة، joke، لغز
+
+400
+00:28:46,670 --> 00:28:52,810
+هايم حمين يا دكتورة أني خايف يسرعنهم شوية هيك إنك
+
+401
+00:28:52,810 --> 00:28:59,790
+ماشي طيب، هو السؤال هذا حد ذاتي يا دكتورة لإحنا؟
+
+402
+00:28:59,790 --> 00:29:04,310
+ماشي، هذا سؤال، نقطة، تفضلالإدارة المالية بالنسبة
+
+403
+00:29:04,310 --> 00:29:08,330
+لكم علم and فن و اللي بتحكي علم ليش و اللي بتحكي
+
+404
+00:29:08,330 --> 00:29:15,250
+فن ليش نعم بدي أسمع منكم كلكم منكم كلكم بدون
+
+405
+00:29:15,250 --> 00:29:18,370
+استثناء الإدارة في شكل عام ينفذ تطبيق العلم
+
+406
+00:29:18,370 --> 00:29:22,310
+فالإدارة المالية جزء يعني أحسنتي بقي أنا عندي علم
+
+407
+00:29:22,310 --> 00:29:26,070
+بدي أتبقه بطريقة فنية معينة أحسنتي
+
+408
+00:29:35,140 --> 00:29:41,640
+الفن هي طريقة اطبيقها دى العلم أحسنتى ليش وكيف؟
+
+409
+00:29:46,880 --> 00:29:50,080
+نظريات، قواعد، قوانين، أسس معينة عزيزي بالك،
+
+410
+00:29:50,080 --> 00:29:52,540
+المقصود في المقصودية هو القواعد اللي تختارها في
+
+411
+00:29:52,540 --> 00:29:56,220
+المحاسب، الدكتور، الرسالة، العملية، الموازنة،
+
+412
+00:29:56,220 --> 00:30:00,120
+الميزانية، فهي موجودة كعلم الفن هو الخبرة اللي
+
+413
+00:30:00,120 --> 00:30:03,600
+تبقى من خلالها المدير هل الفن هو الخبرة أو
+
+414
+00:30:03,600 --> 00:30:07,480
+المهارة؟ ما هي المهارة اللي تكتسب عن طريقة الخبرة
+
+415
+00:30:07,480 --> 00:30:10,720
+ماشي، بس احنا ممكن ناخدها عن طول الدورة تدربيها،
+
+416
+00:30:10,720 --> 00:30:15,200
+مهارة أدرسهاالاقتماع، يبقى هو بشكل مختصر العلم
+
+417
+00:30:15,200 --> 00:30:20,040
+كعلم هي مجموعة القواعد والقوانين والعلم المتعلق
+
+418
+00:30:20,040 --> 00:30:22,520
+بالإدارة المالية اللي إحنا ندرسه بالكتب وبأي مكان
+
+419
+00:30:22,520 --> 00:30:26,780
+ممكن نلاقيه، صح؟ بس الفن إنك إنت كيف تطبق هذا
+
+420
+00:30:26,780 --> 00:30:30,360
+العلم؟ يعني أي حد بين إيديه العلم، بس هل أي حد
+
+421
+00:30:30,360 --> 00:30:35,380
+بيقدر يطبق هذا العلم بطريقة يعني نيحة بتخدم مصلحة
+
+422
+00:30:35,380 --> 00:30:40,620
+المنشأة؟ لأ طبعا، لازم يكون معاه موثل، أي وصلت صح؟
+
+423
+00:30:41,430 --> 00:30:46,050
+دي جهان المدير المالي، إيش بتعرف عن المدير المالي؟
+
+424
+00:30:46,050 --> 00:30:53,670
+كلكم بتشتغلوا صح؟ كلكم بتشتغلوا صح؟ معظمكم بيشتغل
+
+425
+00:30:53,670 --> 00:30:58,750
+أو بنو يشتغل وفي بمؤسسته مدير مالي يعني، فيش مؤسسة
+
+426
+00:30:58,750 --> 00:31:01,670
+تخلو من المدير المالي، صح؟ صحيح ده و حتى إن هو
+
+427
+00:31:01,670 --> 00:31:05,590
+يكون المدير المالي هو المدير العظيم بالضبط تكلمولي
+
+428
+00:31:05,590 --> 00:31:09,510
+عن المدير المالي إيش دوره؟ إيش مهمته؟ شو بيعمل في
+
+429
+00:31:09,510 --> 00:31:15,910
+المؤسسة؟إيه صبايا؟ بالنسبة لكم المدير المالي بيه
+
+430
+00:31:15,910 --> 00:31:18,790
+مؤسستكم بأي مكان دخلتوا فيه و رأيتوا فيه مدير
+
+431
+00:31:18,790 --> 00:31:22,670
+مالي؟ إيش مهمته؟ شو وظفته؟ شو بيعمل؟ ليش أنا حطته
+
+432
+00:31:22,670 --> 00:31:26,350
+في المكان هذا؟
+
+433
+00:31:26,350 --> 00:31:33,510
+لأ لأ I love you أسئلة
+
+434
+00:31:33,510 --> 00:31:40,190
+واحدةالإدار المالية تعتمد على تضامن عدد القرارات
+
+435
+00:31:40,190 --> 00:31:44,050
+انه قرار استثماري، قرار ثموي ليه وقرار تقسيم الأرض
+
+436
+00:31:44,050 --> 00:31:48,530
+يعني هو كمدير مالي بيلعب دور في اتخاذ هذه القرارات
+
+437
+00:31:48,530 --> 00:31:52,630
+كلامك صحيح في آية الإسلام بدك تاخد مؤتمر لازم توقع
+
+438
+00:31:52,630 --> 00:31:56,370
+مين يكون عليه المدير المالي المدير المالي بعدين
+
+439
+00:31:56,370 --> 00:31:59,910
+المدير لو فيه خاصة مثلا يخلق لا سمح الله
+
+440
+00:32:03,700 --> 00:32:08,460
+من يتاخد القرار؟ إذا
+
+441
+00:32:08,460 --> 00:32:11,280
+المدير ما يعني مش بس stigma أو تمويل أو زي ما، لأ
+
+442
+00:32:11,280 --> 00:32:15,470
+في قانوات كتيرة بيبتخدها، فضلاتمام زي ما انتوا
+
+443
+00:32:15,470 --> 00:32:17,850
+شايفين شو بيحكيلي هان بيحكيلي المدير المالي هو
+
+444
+00:32:17,850 --> 00:32:22,230
+المسؤول عن عمليات المالية للمنشأة ده رقم واحد، رقم
+
+445
+00:32:22,230 --> 00:32:26,150
+اتنين المسؤول عن إدارة الاستثمارات للمنشأة وأداء
+
+446
+00:32:26,150 --> 00:32:29,430
+التقارير المالية ويساعد على وضع الخطط المالية
+
+447
+00:32:29,430 --> 00:32:33,710
+للمنشأة على المدى الطويل طيب، لو سألتكم سؤال في
+
+448
+00:32:33,710 --> 00:32:37,150
+محاسب وفي مدير مالي، صح؟ ماهو الفرق بينهم؟ لأن
+
+449
+00:32:37,150 --> 00:32:41,500
+معظمنا بسرعاننا لبس بينهممظبوط، شو الفرق بين أتهم؟
+
+450
+00:32:41,500 --> 00:32:43,500
+بالنسبة إيه؟ إيش المحاسب و إيش المدير المالي؟ أو
+
+451
+00:32:43,500 --> 00:32:48,280
+شو بتخيلك؟
+
+452
+00:32:48,280 --> 00:32:51,480
+أنا بالنسبالي بشوف الفرق زي الموظف و المدير، هو
+
+453
+00:32:51,480 --> 00:32:55,480
+أتبع الفدية، المحاسب بيقوم بـ .. ماشي، مين مدير
+
+454
+00:32:55,480 --> 00:32:58,320
+مني؟ بالتأكيد المدير المالي المدير المالي و
+
+455
+00:32:58,320 --> 00:33:02,020
+المحاسب، لأن المحاسب وظيفة أشهر يسميها تنفيذية
+
+456
+00:33:02,020 --> 00:33:05,440
+تنفيذية، أه و المدير المالي وظيفة مسؤولة، اللي
+
+457
+00:33:05,440 --> 00:33:10,480
+منتخداش براءهو باسمك و حدك أو هو مكتوب على فكرة إن
+
+458
+00:33:10,480 --> 00:33:12,720
+المدير المالي يقوم بالإعداد المدير المالي مخدمات
+
+459
+00:33:12,720 --> 00:33:14,700
+من الـGolf بعين .. بالدرجة .. بالدرجة .. المدير
+
+460
+00:33:14,700 --> 00:33:17,800
+المالي يقوم بتقييم التقارير التقارير صحيح عشان كده
+
+461
+00:33:17,800 --> 00:33:20,620
+أنا .. خلاص مش مشكلة يعني كنت عنك هذه الشغله إن
+
+462
+00:33:20,620 --> 00:33:22,760
+المحاسب بيعمل التقارير بينما المدير المالي ..
+
+463
+00:33:22,760 --> 00:33:25,880
+المدير المالي بيحلل التقارير المالية عشان هيك
+
+464
+00:33:25,880 --> 00:33:31,220
+السوق قفت أنا المالية كل أقسام إنهاسسة من تسويق
+
+465
+00:33:31,220 --> 00:33:36,600
+وشغل مظهر وإنتاجومالية وعلاقات عامة، اي قسم في
+
+466
+00:33:36,600 --> 00:33:40,880
+المؤسسة يبقى بموازنته الخاصة، كل قسم بياخد
+
+467
+00:33:40,880 --> 00:33:45,500
+الموازنة وبيعمل هشوفات قبل دوسار وبيعدها على شكل
+
+468
+00:33:45,500 --> 00:33:49,140
+تقريب لغاية ما قصر الإدارة العامة، المدير العام،
+
+469
+00:33:49,140 --> 00:33:51,800
+قبل ما قصر المدير العام يكون وصلها لمين؟ المدير
+
+470
+00:33:51,800 --> 00:33:56,970
+المالي، واضح؟إذا ال .. الواضح أنه الامور المالية
+
+471
+00:33:56,970 --> 00:34:00,150
+شغل نفسها كله، في كل .. في كل نفس الموظف نفسه عنه،
+
+472
+00:34:00,150 --> 00:34:04,530
+كل القصة معاكمة، موظف .. موظف .. موظف نفسه عناش،
+
+473
+00:34:04,530 --> 00:34:08,830
+الأمور مالية، بعض الموظف مثلا مؤسسات، احنا مثلا
+
+474
+00:34:08,830 --> 00:34:13,010
+عندنا في الجامعة، بدنا نشتغل قوة ترسية للكلية، مش
+
+475
+00:34:13,010 --> 00:34:17,070
+احنا من دور المشتغل، طبعا لأ، بنبعت لمشتغيات، قصم
+
+476
+00:34:17,070 --> 00:34:20,830
+المشتغيات، احنا بدنا قوة ترسية كذا، وهم بيبعتوا
+
+477
+00:34:20,830 --> 00:34:25,690
+لدنالية، هذه بيسميها مركزية الماليةمركزية، واضح؟
+
+478
+00:34:25,690 --> 00:34:31,030
+لكن في شغلات بسيطة مثلا، لنشتري مثلا درع، هذا من
+
+479
+00:34:31,030 --> 00:34:34,790
+الموازنة دي كلية، لكن آخر الصفة المالية سواء أنت
+
+480
+00:34:34,790 --> 00:34:38,390
+شريتي من المركزية أو شريتي منه كله لازم ياخدش فيه
+
+481
+00:34:38,390 --> 00:34:42,770
+صندوق قطط ودفع وتقاريز مالية كاملة، عشان هيك الشخص
+
+482
+00:34:42,770 --> 00:34:45,310
+اللي بتشتغل في الموضوع المالي أول حاجة بتحطها بين
+
+483
+00:34:45,310 --> 00:34:49,420
+عينيه السمعةالسمنة ده جاي من أمانة، يعني اذا ما
+
+484
+00:34:49,420 --> 00:34:53,120
+كنت اشتغل في شركة لو نص شجر، نص شجر في نص شجر،
+
+485
+00:34:53,120 --> 00:34:58,280
+قعدك فيه سنة تدفع، نص شجر جيبنا فيه مصاص غسلجة،
+
+486
+00:34:58,280 --> 00:35:01,660
+مافيش إيش، لإنه نص على نص على نص حقيقي هتنسقلي،
+
+487
+00:35:01,660 --> 00:35:04,160
+فالإنسان لما يشتغل مواد السمنة ده وانت حاجة،
+
+488
+00:35:04,160 --> 00:35:07,900
+السمنة ده أصمت، وعندها تتفضلالمحاسب هو اللي بيقوم
+
+489
+00:35:07,900 --> 00:35:10,960
+بعداد تقرير المالية تمام؟ هو اللي بدفع وبياخد
+
+490
+00:35:10,960 --> 00:35:14,560
+الفلوس و الإيرادات وكل إشي لكن .. لا يا دكتور ..
+
+491
+00:35:14,560 --> 00:35:19,440
+لكن .. المحاسب بعد تقارير المالية ما يتعلق بتقارير
+
+492
+00:35:19,440 --> 00:35:23,960
+المالية كلها من ضمنها .. من ضمنها اللي هي الدفترة
+
+493
+00:35:23,960 --> 00:35:28,000
+المحاسبية بالنسبة لي أما المدير المالي هو من يقوم
+
+494
+00:35:28,000 --> 00:35:31,120
+بتحليل هذه التقارير المالية تقييم تحليلها و
+
+495
+00:35:31,120 --> 00:35:36,460
+تقييمها أه؟ وشاشة عين الشاشة كل قسم المالفيه
+
+496
+00:35:36,460 --> 00:35:39,920
+موازنة خاصة في تسريب الموازنة وإنتاج الموازنة
+
+497
+00:35:39,920 --> 00:35:42,800
+وشغال الموظفين الموازنة في عندنا نوعين في عندنا
+
+498
+00:35:42,800 --> 00:35:47,280
+أشياء مركزية لازم نجيبها للدائرة المالية لو مثلا
+
+499
+00:35:47,280 --> 00:35:51,060
+احنا بدنا جرس كمبيوتر متحملش القسم المسئولي يروح
+
+500
+00:35:51,060 --> 00:35:53,880
+يبعد للدائرة المالية يعني ياخد قرار ياخد شريات خلي
+
+501
+00:35:53,880 --> 00:35:58,200
+بقى تسلسل بدنا جلم احنا بنشتريه و بنكتب ان احنا
+
+502
+00:35:58,200 --> 00:36:02,160
+شرينا جلم فكل قسم بدى يعطينا تقوير مالي آخر السنة
+
+503
+00:36:02,990 --> 00:36:05,650
+طب المحاسب مش هيساوي، المحاسب عنده الدفاتر
+
+504
+00:36:05,650 --> 00:36:09,250
+المحاسبية، اللي هي الموازنات والميزانيات تبعت
+
+505
+00:36:09,250 --> 00:36:13,670
+الشغل ككل، طب لما يكون عندنا برنامج، احنا محاسبة،
+
+506
+00:36:13,670 --> 00:36:16,950
+مركزي، أي حركة صير تظهر عنده، تظهر عند المدير
+
+507
+00:36:16,950 --> 00:36:20,730
+المال، واضح؟ واضحة العيدة، طب المدير المال مش
+
+508
+00:36:20,730 --> 00:36:23,290
+هيساوي، هو هيقيم، يدرس التقدر المالي اللي اجت
+
+509
+00:36:23,290 --> 00:36:26,710
+ويشوف، ونخلن، ممكن نتقلن أو ممكن نزيده
+
+510
+00:36:30,150 --> 00:36:35,970
+المدير المالي يلّي صفاته شخصية، صح؟ في أشياء معينة
+
+511
+00:36:35,970 --> 00:36:38,690
+في بالكم تتخيلوها أنها تكون في المدير المالي؟ أول
+
+512
+00:36:38,690 --> 00:36:41,930
+حاجة قبل إن أنا لازم أكون gentleman أنا ما أتطلع
+
+513
+00:36:41,930 --> 00:36:45,050
+في شيء من gentleman نضيف .. نضيف gentleman
+
+514
+00:36:45,050 --> 00:36:50,990
+gentleman أو gentle moment، ليش؟ ليش؟ يعني وراها
+
+515
+00:36:50,990 --> 00:36:56,700
+سببليش لازم أنت كشغل منصب مبين لما تكون لبس آخر
+
+516
+00:36:56,700 --> 00:37:00,960
+شياج أو آخر لبس؟ ممكن لأنه .. لسببين، فضلوا ممكن
+
+517
+00:37:00,960 --> 00:37:03,640
+لأنه بيعمل علاقات بينه و بين المؤسسات التانية؟
+
+518
+00:37:03,640 --> 00:37:05,760
+بينهم و بينهم و تفاوض مع ال بنوك و بيضف و يجيب و
+
+519
+00:37:05,760 --> 00:37:09,200
+يضف و يبقى الموال هنا و هنا و ينزل لساعة 101، 2
+
+520
+00:37:09,200 --> 00:37:20,040
+جيبوا التانية يعني سورة المؤسسة؟ خدوا بعد، مش
+
+521
+00:37:20,040 --> 00:37:25,840
+مجاورة بقى، فضلوا كداليش لازم يكون أنيق؟ ليش لازم
+
+522
+00:37:25,840 --> 00:37:30,480
+يكون وسيم؟ لأنه بيعمل علاقات مع المؤسسة ‏- هو وسيم
+
+523
+00:37:30,480 --> 00:37:33,040
+لما يطلع قابل حاجة وسيم ‏- لكن هو قاعد في مكتب
+
+524
+00:37:33,040 --> 00:37:40,100
+الحلم وماكنش وسيم ‏- عادي، هو مش علاقات عامة ‏- بس
+
+525
+00:37:40,100 --> 00:37:42,840
+هو ممكن يقعد مع المساهمين المستثمرين ‏- بالطبع، لو
+
+526
+00:37:42,840 --> 00:37:47,200
+قاعد، بتكون prestige ‏- prestige على الأهل ‏- في
+
+527
+00:37:47,200 --> 00:37:49,740
+النقطة التانية، تصدر إنه مدير لبنان ‏- اللي ماسك
+
+528
+00:37:49,740 --> 00:37:53,220
+أموال المؤسسة المحتاجة لخزنة معاه ‏-أحنا بخلّيهم
+
+529
+00:37:53,220 --> 00:37:58,160
+في الواتب عليهم مش لابي ييجي جد الحد ده يقشمطيه
+
+530
+00:37:58,160 --> 00:38:01,760
+إذا عشان عينه السور مليانة إذا المحاسبين
+
+531
+00:38:01,760 --> 00:38:05,140
+والمزارماليين لازم ياخدوا واتب عالي لحتى مايمدى
+
+532
+00:38:05,140 --> 00:38:09,400
+شجر عموال الشرطة ربط مش مجافينه بتبقى لبس واروح
+
+533
+00:38:09,400 --> 00:38:13,940
+وقالش، فباخد، لأ متافش، هي ربط مجافة، ففضليك،
+
+534
+00:38:13,940 --> 00:38:18,960
+السبب يعني لأن هو هيقابل مجراء البنوك وموظفي
+
+535
+00:38:18,960 --> 00:38:23,930
+البنوكوهيخاوض على أسعار ويجيب قروض وهذا بدأ شخصيا
+
+536
+00:38:23,930 --> 00:38:32,730
+عينة رقم اتنين لأن أموال الشركة تقع تحت يده فمن عم
+
+537
+00:38:32,730 --> 00:38:37,790
+الإختلاص والسلقة يجب توفير أجر أو راتب يلائم هذا
+
+538
+00:38:37,790 --> 00:38:41,810
+إنه تمام، ننتقل للصفات الشخصية المذكورة عنا
+
+539
+00:38:41,810 --> 00:38:46,070
+بالـslide أولها الذكاء ليش لازم يكون ذكى؟ ليش لازم
+
+540
+00:38:46,070 --> 00:38:46,850
+يكون عنده فتنة؟
+
+541
+00:38:49,680 --> 00:38:51,980
+لأن هو اللي هيحل هذه التقرير، هو اللي هيقيم هذه
+
+542
+00:38:51,980 --> 00:38:57,540
+التقرير فلازم يكون بديه لازم يكون ذكي وسرعة بديه،
+
+543
+00:38:57,540 --> 00:39:03,820
+تقريبا متفترتين في بعضهم القدرة
+
+544
+00:39:03,820 --> 00:39:09,360
+على التحليل وتفكير الأقلم، ليش؟ ليش لازم يكون عنده
+
+545
+00:39:09,360 --> 00:39:15,140
+دماغ يفكر فيه، دماغ يحلل؟ حكيتها صحي خلال الكلام،
+
+546
+00:39:15,140 --> 00:39:20,000
+لأنه شو بيعمل؟بتعامل مع أقام حسابات بحللها و بقيّم
+
+547
+00:39:20,000 --> 00:39:23,240
+ليها صح وبناء عليها بتاخد القرارات، مظبوط؟ فرازم
+
+548
+00:39:23,240 --> 00:39:26,700
+أنا كي بتاخد القرارات و أنا ماعندي خلفية علمية
+
+549
+00:39:26,700 --> 00:39:30,900
+كافية لاتخد القرار الصح بالمكان الصح و بالوقت الصح
+
+550
+00:39:30,900 --> 00:39:31,800
+المرونة
+
+551
+00:39:35,440 --> 00:39:39,580
+ما يكونش يا بيض يا أسود في مواقف معينة لازم يكون
+
+552
+00:39:39,580 --> 00:39:43,340
+ليّن فيها مرن فيها بتتطلب مرونة حصيلة علمية
+
+553
+00:39:43,340 --> 00:39:46,420
+وذكرناها برضه مش من المنطق أن أنا أجيب واحد يحليلي
+
+554
+00:39:46,420 --> 00:39:49,220
+هاي التقرير ويقيملي هاي التقرير وتاخد هاي القرارات
+
+555
+00:39:49,220 --> 00:39:53,220
+والعلم اللي عنده مش مبني على قصة علمية مش مبني على
+
+556
+00:39:53,220 --> 00:39:56,600
+قواعد علمية بعض الناس بستخدم الشغل المالي يعني
+
+557
+00:39:56,600 --> 00:40:00,240
+بستخدم مهندس بشئ عدد يعني اسمه مثلًا مش أنه شغل شئ
+
+558
+00:40:00,240 --> 00:40:03,980
+معين أو مقصود بكون مهندس بوضب قدر من الإدارة
+
+559
+00:40:03,980 --> 00:40:08,070
+المالية تظبط معاهبقعد أشتغل فتحات، بعتقد أنه هيكش
+
+560
+00:40:08,070 --> 00:40:12,550
+وصح، بيجي فضيش بجراس محاسبة و لا ما يوم مصادقية،
+
+561
+00:40:12,550 --> 00:40:16,050
+بنسف الشغل بعيده من الأول، ليش؟ لأنه هذا علم، علم
+
+562
+00:40:16,050 --> 00:40:20,770
+إله قواعد و إله مظريات بنمشي عليها، بشتغلش بشكل
+
+563
+00:40:20,770 --> 00:40:25,230
+عشوائي، أحد أسباب class الشركات و خاصتتها، سوء
+
+564
+00:40:25,230 --> 00:40:28,810
+الإدارة المالية بيهابدا أنهم مش عارفين افلو
+
+565
+00:40:28,810 --> 00:40:31,690
+someone بتروح الله يسهل على مكانه كويسة بعدين في
+
+566
+00:40:31,690 --> 00:40:34,530
+برامج معينة لازم يكون أطلع فيها المدير المالي هاي
+
+567
+00:40:34,530 --> 00:40:38,110
+البرامج بتسهله اللي هي مثلا قراءة التقارير، فحصة
+
+568
+00:40:38,110 --> 00:40:40,290
+التقارير، تخيلة التقارير؟ هذه برامج المحاسبة يعني،
+
+569
+00:40:40,290 --> 00:40:45,710
+ماشي، لكن هي بتعطيك تقرير نهائي طيب، مهارات المدير
+
+570
+00:40:45,710 --> 00:40:49,210
+المالي skills لأ، بتبتدأ ايه ال skills اللي ..
+
+571
+00:40:49,210 --> 00:40:52,710
+اللي تفقدت واحدة من أخوات بيجي بالخبرة اللي لازم
+
+572
+00:40:52,710 --> 00:41:00,440
+يكون عنده ال managerفي عندي أربع مهارات اه
+
+573
+00:41:00,440 --> 00:41:05,280
+هين هقولهم و هم يحكولي عنهم أول مهارة شخصية مهارات
+
+574
+00:41:05,280 --> 00:41:07,600
+الأعمال مهارات المالية مهارات التغيير نبدأ واحدة
+
+575
+00:41:07,600 --> 00:41:11,720
+واحدة و بعد هيك نشوف إذا كلامكم كان صح أو صح طيب
+
+576
+00:41:11,720 --> 00:41:15,580
+عندي مهارات شخصية مين كللني عنها او مين .. ان شاء
+
+577
+00:41:15,580 --> 00:41:19,020
+الله مهارات شخصية لازم تكون عند تقاط البيانات لازم
+
+578
+00:41:19,020 --> 00:41:23,580
+تكون عند الخبرة يعني لازم تكون مرنشخصية الأغلب
+
+579
+00:41:23,580 --> 00:41:28,340
+هتكون متعلقة بإيش؟ بشخصيته ممتازة gentle man ملابس
+
+580
+00:41:28,340 --> 00:41:33,920
+متناصقة اللوانة مردبة لمرافقة shows ملمعة مرن صح
+
+581
+00:41:33,920 --> 00:41:36,980
+كلامك راكض .. راكض .. انت بنت انهات شخصية أقول لك
+
+582
+00:41:36,980 --> 00:41:41,420
+قليل شوية حسنا راكضت البطبان جاي بياخد الشابع شيكة
+
+583
+00:41:41,420 --> 00:41:44,560
+على الأخر قعدة معينة مالسكي جرام بيجيبها معينة كل
+
+584
+00:41:44,560 --> 00:41:47,900
+هذا لازم يكون موجود فيه يبقى إنه مدير مدير مالي
+
+585
+00:41:47,900 --> 00:41:50,320
+ماشي إنه يكون عينة و ليه أنا مش واحد يقول ليه
+
+586
+00:41:50,320 --> 00:41:54,970
+القدش و يخدهاCheap يلا ياخدوا من غضب الناس لأ بدي
+
+587
+00:41:54,970 --> 00:41:58,810
+أقول إنه مالياني طيب، طيب، بما يتعلق قدرة على
+
+588
+00:41:58,810 --> 00:42:03,330
+الكلام، قدرة على التفاوض، منصب جيد، بذلك بما يتعلق
+
+589
+00:42:03,330 --> 00:42:05,790
+بالمهارات المالية، شو خاطر في بالكم أشياء متعلقة
+
+590
+00:42:05,790 --> 00:42:10,270
+بالمهارات المالية؟ مهارات مالية، ليش مدير مالي
+
+591
+00:42:10,270 --> 00:42:11,910
+ليه؟ عشان يعمل واحد، اتنين، تلاتة، أربعة، يبقى في
+
+592
+00:42:11,910 --> 00:42:16,730
+مهام تحليل، تخطيط، تسجيل، مصدر، حل المشاكل، حل
+
+593
+00:42:16,730 --> 00:42:19,330
+المشاكل المالية، اجتماع، مهارات الأعمال
+
+594
+00:42:25,310 --> 00:42:27,590
+صح خبرة وكفاءة خبرة وكفاءة خبرة وكفاءة خبرة وكفاءة
+
+595
+00:42:27,590 --> 00:42:30,390
+خبرة وكفاءة خبرة وكفاءة خبرة وكفاءة خبرة وكفاءة
+
+596
+00:42:30,390 --> 00:42:36,270
+خبرة وكفاءة خبرة وكفاءة خبرة وكفاءة خبرة وكفاءة
+
+597
+00:42:36,270 --> 00:42:39,650
+خبرة وكفاءة خبرة وكفاءة خبارة وكفاءة خبارة وكفاءة
+
+598
+00:42:39,650 --> 00:42:40,610
+خبارة وكفاءة خبارة وكفاءة خبارة وكفاءة خبارة
+
+599
+00:42:40,610 --> 00:42:43,570
+خبارة وكفاءة خبارة وكفاءة خبارة وكفاءة خبمش حاكينا
+
+600
+00:42:43,570 --> 00:42:47,190
+في أول slide أنه في تطور اقتصادي و تكنولوجي دوري
+
+601
+00:42:47,190 --> 00:42:49,570
+بما يتعلق بالإدارة المالية فلازم يكون مواكب لهذا
+
+602
+00:42:49,570 --> 00:42:53,570
+التطور الاقتصادي و التكنولوجي طيب، بشوف مع بعض،
+
+603
+00:42:53,570 --> 00:42:56,950
+هذه المهارات المالية، نفس الحكتون ..واحد حكاله بدي
+
+604
+00:42:56,950 --> 00:43:00,690
+أدفع بشيء، لازم يشوف الشخص هذا الـ blacklist ولا
+
+605
+00:43:00,690 --> 00:43:05,650
+إش أخباره، فيه رصيد ولا إش؟ فيه ضمانات؟ فواحد تاني
+
+606
+00:43:05,650 --> 00:43:08,990
+قاله بدي أدفع قد أخد القتمة، لازم يكون البرد بوعي
+
+607
+00:43:09,690 --> 00:43:13,550
+واحد صار يتكلم ويتدفع عفوًا cash لازم أتأكد اللي
+
+608
+00:43:13,550 --> 00:43:17,330
+ماشي مش همزوقة أو هم مضغوط، تفضل المهارات المالية
+
+609
+00:43:17,330 --> 00:43:20,330
+مثل ما حكيته بالضبط التحليل المالي و التخطط
+
+610
+00:43:20,330 --> 00:43:23,370
+المالي، تمام؟ لإن واحد الصناعي من مهامه الرئيسية
+
+611
+00:43:23,370 --> 00:43:27,770
+يحلل و يخطط كل واحد فيها علم من علوم الإدار
+
+612
+00:43:27,770 --> 00:43:33,480
+المالي، صحيح كل واحد عالممهارات شخصية، الثقة،
+
+613
+00:43:33,480 --> 00:43:37,000
+الأمانة، الأخلاق، العلاقات الطيبة طبعاً الأمانة هي
+
+614
+00:43:37,000 --> 00:43:40,780
+دي كتير لازمة شخص يدير أموال بالأمانة والأمانة
+
+615
+00:43:40,780 --> 00:43:43,800
+والسماعة في مجال الأموال رقم واحد صحيح وإلا
+
+616
+00:43:43,800 --> 00:43:48,320
+مستقبله اضاع حتة على مستوى الاجتماع يصير نفسه نضال
+
+617
+00:43:48,320 --> 00:43:54,580
+وندو اقتصاد، وحش مهارات الأعمال، بدي يفهم النشاط
+
+618
+00:43:54,580 --> 00:43:58,900
+اللي هو بدي يتخذ بشأنه قرارات فهم السوق، فهم
+
+619
+00:43:58,900 --> 00:44:03,820
+المنافسة، القوة والضعفبما يتعلق مهارات التغيير،
+
+620
+00:44:03,820 --> 00:44:08,980
+اتخاذ القرارات، التطوير، الابتكار، التحفيز الدوري
+
+621
+00:44:08,980 --> 00:44:13,400
+طبعاً تحفيز الدوري ممكن يا دكتورة لل .. تحفيز
+
+622
+00:44:13,400 --> 00:44:16,600
+الاش؟ تحفيز الدوري يعني .. تحفيز لو تجيب موظفي
+
+623
+00:44:16,600 --> 00:44:20,620
+التحقيق دلوقتي طيب،
+
+624
+00:44:20,620 --> 00:44:24,000
+نيجي لأنواع الإدارة المالية كام نوع عندى من أنواع
+
+625
+00:44:24,000 --> 00:44:28,280
+الإدارة المالية؟ نوعين، إما عامة تلاثة، إنتي شرحت
+
+626
+00:44:28,280 --> 00:44:31,500
+واحد أول مقعدبقى أنا عارفة انك مش عارف مشاكل هذا
+
+627
+00:44:31,500 --> 00:44:36,080
+الناس اسوأ ان الإدارة المالية الشخصية اللى انت
+
+628
+00:44:36,080 --> 00:44:44,280
+شاهديها ماشي إدارة مالية في العامة وإدارة مالية
+
+629
+00:44:44,280 --> 00:44:46,400
+الخاصة اللى احنا مندغسها لإدارة مالية العامة
+
+630
+00:44:46,400 --> 00:44:51,100
+إشداني ومع بعض إذا كان لأ طلعوا إيمان تلاتة انت
+
+631
+00:44:51,100 --> 00:44:54,340
+شرفتي واحد فضلي طيب هتكلمها لإيه تعالى بما أنه
+
+632
+00:44:54,340 --> 00:44:59,170
+انصرح الأولاني هتكلم عليه التانيمين يحكيلي عن
+
+633
+00:44:59,170 --> 00:45:03,650
+إدارة المالية الشخصية؟ اللي كان في بداية المحاضرة
+
+634
+00:45:03,650 --> 00:45:05,870
+لما طلبت منكم تتكلموا عن نفسكم و كيف بدركوا
+
+635
+00:45:05,870 --> 00:45:08,890
+أموالكوا الشخصية هو هذا أنا أح .. أح .. أح .. أح
+
+636
+00:45:08,890 --> 00:45:09,450
+.. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح ..
+
+637
+00:45:09,450 --> 00:45:10,470
+أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح
+
+638
+00:45:10,470 --> 00:45:10,530
+.. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح ..
+
+639
+00:45:10,530 --> 00:45:11,310
+أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح
+
+640
+00:45:11,310 --> 00:45:11,510
+.. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح ..
+
+641
+00:45:11,510 --> 00:45:15,430
+أح .. أح .. أح .. أح .. أح .. أح .. أح
+
+642
+00:45:20,010 --> 00:45:23,230
+انت بتاخد .. تبقى تقسمي مصروف و ادخال، هذا المقصود
+
+643
+00:45:23,230 --> 00:45:25,930
+في نوعية شخصية وكتابة بتاخد مصروفك و بدك تقسميه
+
+644
+00:45:25,930 --> 00:45:28,670
+على مدار الأسبوع أو مدار شهر، حسب فترة مصروفك
+
+645
+00:45:28,670 --> 00:45:34,390
+نسميه موازن الشخصي موازنتك
+
+646
+00:45:34,390 --> 00:45:39,190
+يعني ليش الإدار العام و الإدار الخاص عشان ما تفسرش
+
+647
+00:45:39,190 --> 00:45:41,690
+نفسك و لا تدل الفلوس و لا تدل السهل اللي كنت معاها
+
+648
+00:45:43,280 --> 00:45:46,760
+الإدارة العامة والإدارة الخاصة نبدأ بالعامة،
+
+649
+00:45:46,760 --> 00:45:50,040
+برأيكم عامة، من اسمها عامة، يعني متعلقة بمين؟
+
+650
+00:45:50,040 --> 00:45:54,240
+بمؤسسات ولا بدولة؟ دولة دولة، أما بإدارة خاصة؟
+
+651
+00:45:54,240 --> 00:45:57,580
+بمؤسسات خاصة، بمشاريع خاصة، بمؤسسات خاصة، صح؟ طيب،
+
+652
+00:45:57,580 --> 00:46:00,700
+أكيد في فرق بيناتهم، صح؟ الفرق الأول اللي راح
+
+653
+00:46:00,700 --> 00:46:09,080
+نتكلم عنه ما يتعلق بنفقات العامة كإدارة عامة تنفق
+
+654
+00:46:09,080 --> 00:46:14,330
+عن مين؟الدولة بتنفق ع مين؟ ع المواطنين ع
+
+655
+00:46:14,330 --> 00:46:17,630
+المواطنين؟ ع المواطنين طيب و كإدارة خاصة هتنفق ..
+
+656
+00:46:17,630 --> 00:46:21,430
+المواطنين بدأوا بيصرفوا عليها ماشي لأ هلأ هنتكلم
+
+657
+00:46:21,430 --> 00:46:25,810
+كيف المواطنين بيصرفوا عليها طيب و كإدارة خاصة
+
+658
+00:46:25,810 --> 00:46:32,210
+هننفق ع مين؟ أنا لو إني مؤسسة خاصة إدارة مالية ..
+
+659
+00:46:32,210 --> 00:46:35,050
+ع المستثمرين ع الموظفين كمان اللي بيشتغلوا عندي في
+
+660
+00:46:35,050 --> 00:46:38,190
+المكان صح؟ هدفتش احنا ع المستثمرين احنا في ..
+
+661
+00:46:38,190 --> 00:46:41,990
+انتزفتش احنا صيفةمصايف المدرسة العالمية هي تجارب
+
+662
+00:46:41,990 --> 00:46:50,570
+المبيعات، الوجود، الغواطف، الخوائف، الظرايف وإلى
+
+663
+00:46:50,570 --> 00:46:54,290
+آخره، مصايف الدولة اللي درم هي العملية من التحتيل
+
+664
+00:46:54,290 --> 00:46:57,570
+للدولة، اللي هي المستشفيات، المطالات، المداسة،
+
+665
+00:46:57,570 --> 00:47:01,550
+التبع، الفخومة، غواطف الموظفينفي المالية العامة
+
+666
+00:47:01,550 --> 00:47:05,150
+نجد أن الدولة تستهدف من نفقاتها العامة تحقيق
+
+667
+00:47:05,150 --> 00:47:09,970
+المصلحة العامة حتى ولم يسفر نشاطها المالية عن
+
+668
+00:47:09,970 --> 00:47:15,170
+تحقيق الربح خدمة، لأ، هو أصلاً فشية بشكل عام،
+
+669
+00:47:15,170 --> 00:47:19,250
+النفقات العامة في الدولة مافيها نفقات بتعمل بنية
+
+670
+00:47:19,250 --> 00:47:22,850
+تحتية، بس هي أشياء يا أخوات، بيكون عندنا الإيراد
+
+671
+00:47:22,850 --> 00:47:26,390
+اللي هو أساساً الضريبة من المواطنيين بغطي قادة
+
+672
+00:47:26,390 --> 00:47:33,030
+المصارية الإيراد بغطي المصارية المنحالإيراد أكبر
+
+673
+00:47:33,030 --> 00:47:38,230
+من المصاريف فائض من أفراد غالبين الدول اللي عندنا
+
+674
+00:47:38,230 --> 00:47:40,870
+في الشرق الأوسط عندها الإيراد أقل من المصاريف اللي
+
+675
+00:47:40,870 --> 00:47:44,010
+عندهم عدد أكبر غالبين الدول اللي عندها عدد أكبر
+
+676
+00:47:44,010 --> 00:47:47,170
+بما يتعلق بنافقات في المالية الخاصة يسعى الأفراد
+
+677
+00:47:47,170 --> 00:47:50,470
+أو المنشأات الخاصة بصفة أساسية تحقيق المنفع
+
+678
+00:47:50,470 --> 00:47:54,570
+الشخصية المتمثلة في تشكيل الأرباح يعني أنا لو أنا
+
+679
+00:47:54,570 --> 00:47:59,170
+مساهم في هذه المؤسسة في هذا المشروع بدي شغل تعود
+
+680
+00:47:59,170 --> 00:48:03,540
+عليهالمنفعة شخصية زي ما توشر احنا قلنا صافره بعد
+
+681
+00:48:03,540 --> 00:48:08,280
+ضد الموزع فالضروب متوزعش فمن سدد مصاريفه حتى موزع
+
+682
+00:48:08,280 --> 00:48:11,460
+الأربع يبقى واجه المقارنة الأول اللي كان بينهم هو
+
+683
+00:48:11,460 --> 00:48:14,920
+إيش النفقات العامة لأن حنتقل واجه المقارنة التانية
+
+684
+00:48:14,920 --> 00:48:19,300
+هو الإيرادات العامة هي أدق أبتدس لاي بكل النفقات و
+
+685
+00:48:19,300 --> 00:48:22,220
+الإيرادات مش العامة العامة بتخرج تاني الإيرادات
+
+686
+00:48:22,220 --> 00:48:26,850
+خالص تمام إيرادات طيبنتكلم عن الإيرادات، لو أنا
+
+687
+00:48:26,850 --> 00:48:29,110
+إدارة مالية عامة، من أين الحاجة بفلوسي؟ من أين
+
+688
+00:48:29,110 --> 00:48:32,550
+الحاجة بالإيرادات لإلي؟ من الدرايب، و .. و ..
+
+689
+00:48:32,550 --> 00:48:38,910
+رسوم، جمال، صح فإيه فرق واحد؟ رسوم، رسوم جوانس
+
+690
+00:48:38,910 --> 00:48:41,830
+سفرك، رسوم هويتك، تحجيتي، رسوم شهدتك عندك عندك
+
+691
+00:48:41,830 --> 00:48:46,490
+صغير، إذا بتدفعي جمال، طلع نازلة، الكهربا و الميه؟
+
+692
+00:48:47,660 --> 00:48:51,500
+في دول مخص خصة أحنا بالنسبة إنا لأ ماشيلنا في دول
+
+693
+00:48:51,500 --> 00:48:54,460
+عندها إذا كانت بتشوف الكهربا ما هيجددت خاصة بيكون
+
+694
+00:48:54,460 --> 00:49:00,360
+أرباح تسميها إيضاد خاصة ممكن أرباح محتاجة منك حسب
+
+695
+00:49:00,360 --> 00:49:06,580
+ما هم عايزين لأ لأ لأ الدول عندها أرباح أساسيممكن
+
+696
+00:49:06,580 --> 00:49:10,240
+تدخل شركة مع القطاع العام مع القطاع الخاص عفوًا في
+
+697
+00:49:10,240 --> 00:49:13,860
+business ويطلع لها أرباح، الأرباح هي ضمن إيرادتها،
+
+698
+00:49:13,860 --> 00:49:17,240
+بس هذا إيش مش دائم، مش دائم طيب، بما يتعلق
+
+699
+00:49:17,240 --> 00:49:21,380
+بالإدارة المالية الخاصة، مش إحنا تكلمنا عن
+
+700
+00:49:21,380 --> 00:49:24,060
+التمويل، كيف نحصل على التمويل، بهذه الطريقة
+
+701
+00:49:24,060 --> 00:49:27,120
+المنشئات الخاصة بتحصل على تمويل، إما باخد قروض أو
+
+702
+00:49:27,120 --> 00:49:32,100
+تمويل ذاتي منه، مش هذا إيراد، مش هذا طريقة من
+
+703
+00:49:32,100 --> 00:49:36,300
+الطرق التمويل شيء و الإيراد شيء ثاني، شويةالتنمو
+
+704
+00:49:36,300 --> 00:49:45,400
+يقولنا من أين لك هذا؟ من أين لك هذا؟ الإيراد قانون
+
+705
+00:49:45,400 --> 00:49:53,020
+بيسار، عدم الابتكار، المباهة ضرب السعر أنا إيرادي
+
+706
+00:49:53,020 --> 00:50:02,360
+هذا ماشي بأخصل منه لتم خصل منه جميع التكريف
+
+707
+00:50:02,360 --> 00:50:07,990
+والمصاريف التبت والتشغيليبعدك بصير ان انا سافر ربح
+
+708
+00:50:07,990 --> 00:50:12,470
+صار صافي بعد الضريبة ماشي التمويل لأ التمويل براعن
+
+709
+00:50:12,470 --> 00:50:19,630
+و أسمن لاستثمار الأقل ما أقول شراء آلة هذا استثمار
+
+710
+00:50:19,630 --> 00:50:23,710
+لكن هل أنا كل يوم هشري آلة كل سنة لأ يمكن كل عشرة
+
+711
+00:50:23,710 --> 00:50:28,030
+سنين لكن الضرايب و الفواتير و الأجار و الواضح كل
+
+712
+00:50:28,030 --> 00:50:32,190
+شهر بيدفعها ان وان بيدفعها من إيراداتي هذا مخليف
+
+713
+00:50:32,190 --> 00:50:39,650
+عن هذا يعني واضح؟ إذا سببنجاح المهستسات تبقى بيبح
+
+714
+00:50:39,650 --> 00:50:44,750
+مؤسسة نفسها الخاصة طبعا أربعة منهم ميجوا الأرباح
+
+715
+00:50:44,750 --> 00:50:48,050
+من الإيرادات تمام، واضحة، صح؟ اللي هي قائمة
+
+716
+00:50:48,050 --> 00:50:52,970
+الأرباح والخسائر أو قائمة الدخل تمام، لإن تكلمنا
+
+717
+00:50:52,970 --> 00:50:57,290
+عن وظائف الإدار المالية أو المالكة الويت تاني،
+
+718
+00:50:57,290 --> 00:51:00,810
+مالية شخصية ومستوى شخص واحد وهي عمالة من ناجب أو
+
+719
+00:51:00,810 --> 00:51:05,920
+عندهم نزوعة أدانة عدالة الحالةالإيراد تبعها أو
+
+720
+00:51:05,920 --> 00:51:10,500
+شباب ناجد حاجة بسيطة يعني ماشي مصروفك و اتخارك انت
+
+721
+00:51:10,500 --> 00:51:15,380
+ماتر مؤتبك الفيل شكل كيف الصدافة فيهم اشي بتشتري
+
+722
+00:51:15,380 --> 00:51:19,540
+اشي بتاخد بني زي هي كده إدار المالية عامة هذا علم
+
+723
+00:51:19,540 --> 00:51:23,120
+مستقل بدلا من إدارة الأعمال هذا بتبع علم السياسة
+
+724
+00:51:23,120 --> 00:51:28,000
+اللي هي المالية العامة موازنة الدولة موازنة الدولة
+
+725
+00:51:28,000 --> 00:51:32,380
+إيراد ومصاريف إيرادات الدولة درائب أو رسوم أو
+
+726
+00:51:32,380 --> 00:51:36,990
+جرمان أو حسبماشي، بينما مصاريفها اللي هي تصل إلى
+
+727
+00:51:36,990 --> 00:51:41,530
+البنية التحتية للدولة ومن ضمنها رواتب موظفي القطاع
+
+728
+00:51:41,530 --> 00:51:45,930
+العام، تيجي من الضريبة، بعد كده قلنا هنا، إذا كانت
+
+729
+00:51:45,930 --> 00:51:49,510
+الإيراد المصاريف كتساوية، ماعش حال، إذا الإيراد
+
+730
+00:51:49,510 --> 00:51:53,230
+أكبر من المصاريف خلائط، كويس، إذا الإيراد أقل من
+
+731
+00:51:53,230 --> 00:51:56,970
+المصاريف عاجز، هنا مشكلة، المعنية الخاصة اللي هي
+
+732
+00:51:56,970 --> 00:52:00,230
+موالية المؤسسات اللي إحنا بندرسها في درد الأعمال،
+
+733
+00:52:00,230 --> 00:52:04,230
+ماشي، عندنا إيرادهم بيجي من الدبيعاتومصاريفهم
+
+734
+00:52:04,230 --> 00:52:08,350
+بيسددوا المبيع .. مصاريف من القيادة بصير عيناش،
+
+735
+00:52:08,350 --> 00:52:13,390
+ربح أو خسر، اتحضرين طيب،
+
+736
+00:52:13,390 --> 00:52:16,410
+هنتكلم الآن عن وظائف الإدار المالية وانتوا اللي
+
+737
+00:52:16,410 --> 00:52:19,550
+عيدة يا أخواتك؟ معاكم، تلاتين ثانية تفكروا بوظائف
+
+738
+00:52:19,550 --> 00:52:25,410
+الإدار المالية من شخص اسملكم، ما هي وظائف الإدار
+
+739
+00:52:25,410 --> 00:52:28,750
+المالية خلال الكلام حكيت وظائف الإدار المالية، ده
+
+740
+00:52:28,750 --> 00:52:29,250
+أسمع منكم
+
+741
+00:52:41,060 --> 00:52:45,360
+كله هتحكيه صح كل ما له علاقة بداية الأموال هيكون
+
+742
+00:52:45,360 --> 00:52:48,820
+صح ماتقلقوش يعني بس احنا هنلخصهم خمس أو ست نقطة
+
+743
+00:52:48,820 --> 00:53:00,260
+مين يحكي ليه وظيفة وموظفة في الإدارة المالية تمام،
+
+744
+00:53:00,260 --> 00:53:05,440
+هيك بتثبت يلّا أخلونا نعم
+
+745
+00:53:07,110 --> 00:53:12,110
+أه، بدي يعني أسخر كافة السبول لإني أضائف أرباح
+
+746
+00:53:12,110 --> 00:53:14,630
+المؤسسة أو أحقق أرباح المؤسسة تاخد الفرارات
+
+747
+00:53:14,630 --> 00:53:18,010
+المالية فيما يتعلق بالاستثمار بالضبط، مش في تلات
+
+748
+00:53:18,010 --> 00:53:21,550
+قرارات متعلقة بالإدارة المالية أنا بدي أتخذها، من
+
+749
+00:53:21,550 --> 00:53:29,330
+كمان؟ الـ … صحيح، تازا، أحسنتي، من كمان؟ تبحث عن
+
+750
+00:53:29,330 --> 00:53:33,310
+طرق أو وسائل تصل على التمويل التمويل ولا الـ …؟
+
+751
+00:53:33,400 --> 00:53:37,860
+صحيح تخطيط من كمان يعطيني كمان تمويل واستثمار
+
+752
+00:53:37,860 --> 00:53:42,720
+تمويل واستثمار نسمح لقيتها سميرة تحكيلنا إياها يلا
+
+753
+00:53:42,720 --> 00:53:46,520
+يا سميرة تحليل المالي واحدة واحدة اه تحليل المالي
+
+754
+00:53:46,520 --> 00:53:51,560
+تمام تخطيط المالي تمام إدارة هيكل الأحوال تمام من
+
+755
+00:53:51,560 --> 00:53:55,680
+المقصد فيها للشركات والمداولة إدارة الهيكل المالي
+
+756
+00:53:55,680 --> 00:54:00,380
+تمام من مصاد التمويل تنصيق مع الإدارات الأخرى
+
+757
+00:54:00,380 --> 00:54:04,380
+تدافع مع الأسواق الماليةأه دي كتير مهمة على فكرة
+
+758
+00:54:04,380 --> 00:54:09,940
+كلهم مهمين طيب هيبدأ ال video خلال ما هو بتكلم
+
+759
+00:54:09,940 --> 00:54:16,080
+ممكن أوقف ممكن أخلي أكمل في إيش عملته هنا نبدأ بسم
+
+760
+00:54:16,080 --> 00:54:16,280
+الله
+
+761
+00:54:19,990 --> 00:54:22,230
+هيتكلملي عن إدار المالية بشكل عام القصة التالتة هو
+
+762
+00:54:22,230 --> 00:54:25,470
+عبارة عن قصة رمزية بتدور أحلافها في مدينة بابل
+
+763
+00:54:25,470 --> 00:54:29,490
+القديمة قصة بتتكلم عن شخص اسمه ماركاتر ماركاتر
+
+764
+00:54:29,490 --> 00:54:30,730
+ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر
+
+765
+00:54:30,730 --> 00:54:31,370
+ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر
+
+766
+00:54:31,370 --> 00:54:31,590
+ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر
+
+767
+00:54:31,590 --> 00:54:31,610
+ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر
+
+768
+00:54:31,610 --> 00:54:38,570
+ماركاتر ماركاتر ماركاتر ماركاتر
+
+769
+00:54:38,570 --> 00:54:48,210
+ماركات
+
+770
+00:54:48,240 --> 00:54:56,600
+اللي بتاعة تروح؟ ماعرفش تروح تروح تروح متفرقة ولكن
+
+771
+00:54:56,600 --> 00:54:59,300
+أهد القصة .. بس لاحظوا إيش حكاه قال بالأول اتعلم
+
+772
+00:54:59,300 --> 00:55:02,840
+القواعد مظبوط يبقى هي .. نرجع تاني و نحكي الإدار
+
+773
+00:55:02,840 --> 00:55:05,980
+المالي هي علم قبل ما تكون فن علم و بعدها فن
+
+774
+00:55:05,980 --> 00:55:10,360
+تطبيقها للعلن العلم عبارة عن القواعد ماعرفش هي فن
+
+775
+00:55:10,360 --> 00:55:14,400
+بعدين إيجا العلم المهم هو بس سبقتش سبقة العلم تفضل
+
+776
+00:55:16,730 --> 00:55:20,350
+حب اللي كانوا فقرا جدا وكانوا نفسهم إنهم يوصلوا
+
+777
+00:55:20,350 --> 00:55:24,730
+للنجاح المالي للحرية المالية الحاجة اللي وصلناها
+
+778
+00:55:24,730 --> 00:55:29,070
+أركاني أغنى راجل في بابه وفي يوم من الأيام أنصير و
+
+779
+00:55:29,070 --> 00:55:32,730
+كب يراحوا لأركان واطلجوا منه إنه يقولهم إيه
+
+780
+00:55:32,730 --> 00:55:36,430
+القواعد اللي تساعدهم على بناء الفرق القواعد اللي
+
+781
+00:55:36,430 --> 00:55:41,790
+خلته أغنى راجل في بابه بعد ما يخلص الفيديو هسألكم
+
+782
+00:55:41,790 --> 00:55:47,120
+عن هذه القواعد تمام؟ حكولي عنها كمانPay yourself
+
+783
+00:55:47,120 --> 00:55:51,980
+first يعني ادفع لنفسك أولا اركان بيلصح مصري وجوبي
+
+784
+00:55:51,980 --> 00:55:57,080
+انهم يوفروا على أقل 10% من مرتبهم كل شهر كلنا
+
+785
+00:55:57,080 --> 00:56:01,160
+بنعمل غلطة كبيرة جدا و هي اننا بندفع كل الفواتير و
+
+786
+00:56:01,160 --> 00:56:04,960
+بعد كده نفكر ان احنا نحوش لنفسنا وبالتالي لو انت
+
+787
+00:56:04,960 --> 00:56:08,720
+قعدت دائقة مالية او لو مرتبك مش مكفيه هتلاقي نفسك
+
+788
+00:56:08,720 --> 00:56:12,800
+انك دايما مش قادر تحوش كل شهر حاول على أقل تحوش 10
+
+789
+00:56:12,800 --> 00:56:13,760
+% شهريا
+
+790
+00:56:18,720 --> 00:56:21,980
+ممكن تروح البنك و تفتح حاجة بتسمى بال savings
+
+791
+00:56:21,980 --> 00:56:25,700
+account أو حساب التوفير الحساب ده ممكن تظبطه مع
+
+792
+00:56:25,700 --> 00:56:30,080
+البنك بحيث ان 10% من المرتبة يروحوا بشكل تلقائي
+
+793
+00:56:30,080 --> 00:56:31,160
+لحساب بتاعك
+
+794
+00:56:34,690 --> 00:56:38,090
+يبقى كتير كتير كتير كتير مهم تقططع جزء من راتبك و
+
+795
+00:56:38,090 --> 00:56:42,130
+تتدخره لأن هذا هتحتاج مستقبلا يعني بطريقة أو بأخرى
+
+796
+00:56:42,130 --> 00:56:45,890
+لظرف أو لآخر لموقف أو لآخر هتحتاج إلى 10% مستقبلا
+
+797
+00:56:45,890 --> 00:56:48,390
+سميرة حكت في بداية المحاضرة على حياة الشخصية حكت
+
+798
+00:56:48,390 --> 00:56:51,310
+أنه أنا لما أسلم راتبي مش كله بروحة مصاريف و
+
+799
+00:56:51,310 --> 00:56:54,970
+احتاجات شخصية طلبات رغبات شخصية لأ إنما بتقطع جزء
+
+800
+00:56:54,970 --> 00:56:58,630
+لزكاة المال جزء لحاجاتها الشخصية جزء بتتدخره صحيه
+
+801
+00:56:58,630 --> 00:57:01,290
+سميرة هيك حكته جزء لل master كمان هذا جزء كتير مهم
+
+802
+00:57:01,290 --> 00:57:05,330
+إننا كلفهي عندها قدرة على إدارة .. على الإدارة
+
+803
+00:57:05,330 --> 00:57:08,490
+المالية إحسابها الشخصي و ده كتير رائع مش أي شخص
+
+804
+00:57:08,490 --> 00:57:11,470
+بيكون عنده هذه القدرة إذا سؤال إمان من شخص كان
+
+805
+00:57:11,470 --> 00:57:17,510
+حياة سمية تباركب عليه ذكاء؟ هي حر .. أنا بعرف ..
+
+806
+00:57:17,510 --> 00:57:24,170
+حسب علمي .. حسب علمي في ذكاء على الأمال أه .. أه
+
+807
+00:57:24,170 --> 00:57:28,130
+لما يمروا عليها الحول لأ بس هي شبه أعمال ممكن أنه
+
+808
+00:57:28,130 --> 00:57:34,910
+..هي حاجة الذكاء فممكن هي شتت و بتعمل الذكاء على
+
+809
+00:57:34,910 --> 00:57:39,730
+مال في الخزنة مثلا عندها خزنة فيها عشر ثلاث دولار
+
+810
+00:57:39,730 --> 00:57:43,790
+صارلها السنة ماصبدهاش بقى عليها الذكاء هنا ممكن هي
+
+811
+00:57:43,790 --> 00:57:47,150
+.. لكن الراتب ماعرفش ذكاء الراتب عليه صدق اه انا
+
+812
+00:57:47,150 --> 00:57:52,070
+عارفة صدق عشان الله يباركله و تمنع النفس وهذا صدق
+
+813
+00:57:52,070 --> 00:57:55,990
+وليس الذكاء خليني أحذرة المصطلح حاجة حاجة و أضحك
+
+814
+00:57:55,990 --> 00:58:00,180
+تبقى الإعمارات كل أخر شهر يشيكل لله دي صدقةأما
+
+815
+00:58:00,180 --> 00:58:03,740
+الزكاة إلها شروب، إلها كهربا، إلها أساس كتير،
+
+816
+00:58:03,740 --> 00:58:09,080
+تقولنا ليه أقل؟ممكن تعملها بداخلها في في أمريكا
+
+817
+00:58:09,080 --> 00:58:13,060
+عندهم نظام اللي بيكون الأهل الأب و الأم دايما من
+
+818
+00:58:13,060 --> 00:58:16,900
+رواتبهم بيعملوا حساب توفير لولادهم من الغارة
+
+819
+00:58:16,900 --> 00:58:20,500
+تسفيرات في الجامعة يعني بعد مثلا تمنعشر سنة يكون
+
+820
+00:58:20,500 --> 00:58:25,360
+البنت أو الولد عنده حساب توفير وفي مبلغ يعني كويس
+
+821
+00:58:25,360 --> 00:58:30,770
+بيساعدوا في إنه يدفع نفقان الرسوم الجامعةيعني كأن
+
+822
+00:58:30,770 --> 00:58:33,510
+القرش الأبيض بنفع باليوم الأسول، هيك أصلا كل
+
+823
+00:58:33,510 --> 00:58:36,830
+عائلات هناك بتعمل هذا، لازم يبقوا بيساعدوا ال
+
+824
+00:58:36,830 --> 00:58:40,330
+account للأولاد أيضا okay، اللي قاعد في ماليزيا،
+
+825
+00:58:40,330 --> 00:58:42,770
+بس ان والد الطفل بيبدأ ويحوش ويحوش ويحوش ويحوش
+
+826
+00:58:42,770 --> 00:58:43,190
+ويحوش ويحوش ويحوش ويحوش ويحوش ويحوش ويحوش ويحوش
+
+827
+00:58:43,190 --> 00:58:43,550
+ويحوش ويحوش ويحوش ويحوش ويحوش ويحوش ويحوش ويحوش
+
+828
+00:58:43,550 --> 00:58:57,490
+ويحوش ويحوش ويحوش ويحوش ويحوش ويحوش ويحوش ويحو
+
+829
+00:59:00,530 --> 00:59:04,750
+50% من الشعب الأمريكي مش عارف يعمل أي سيطرة على
+
+830
+00:59:04,750 --> 00:59:07,450
+نفقاته الشهرية والكلام ده لو حاولنا ناخده في
+
+831
+00:59:07,450 --> 00:59:10,930
+العالم العربي هنلاقي بطولة ناس ماعندهاش أي سيطرة
+
+832
+00:59:10,930 --> 00:59:14,170
+على نفقاته العالمية النفقة بتلاحظوا أنتوا معظم
+
+833
+00:59:14,170 --> 00:59:16,810
+الموظفين بياخدوا الراتب أول الشهر إلى نص الشهر
+
+834
+00:59:16,810 --> 00:59:20,110
+بيطلعوا انفلسين صح بيروحوا الدكانة بياخدوا ديون
+
+835
+00:59:20,110 --> 00:59:23,370
+بيروحوا على جارهم بياخدوا الدين منهم هذا شخص ما
+
+836
+00:59:23,370 --> 00:59:27,850
+بيكون عنده قدرة على أنه يطبط نفقاته الشخصية تطبط
+
+837
+00:59:27,850 --> 00:59:34,210
+الاسم للوعينو ال wants أو الرغبات الاحتجاجات هي
+
+838
+00:59:34,210 --> 00:59:37,610
+المصاريف السابقة يعني مثلا فلوس الأكل فلوس الميه
+
+839
+00:59:37,610 --> 00:59:41,550
+فلوس الكهربا الحاجات اللي بتعيش بيها بشكل يومي اما
+
+840
+00:59:41,550 --> 00:59:44,770
+الرغبات فهي الحاجات اللي انت نفسك فيها بس تقدر
+
+841
+00:59:44,770 --> 00:59:49,710
+تتخلى عنها تقدر تعيش من غيرها انت مثلا تقدر تعيش
+
+842
+00:59:49,710 --> 00:59:55,120
+من غيرأو مثلا تقدر تعيش من غير ما تغير موبايلك كل
+
+843
+00:59:55,120 --> 00:59:59,960
+سنة كل دي حاجات أنت نفسك فيها ولكنك لازم تهلل منها
+
+844
+00:59:59,960 --> 01:00:03,400
+لازم تسيطر عليها طب المالك اللي موجود هنا معاه
+
+845
+01:00:03,400 --> 01:00:06,760
+مستقبل مرجال إيش مشاين ما تبدهر زيه؟ أو إيش مشاين
+
+846
+01:00:06,760 --> 01:00:10,220
+ما تبدهر زيه؟ بدهر جدد بشكل دوري بتقول هتشتغل طاقة
+
+847
+01:00:10,220 --> 01:00:12,580
+مباشرة بشكل كبير بسيارة مرة واحدة طب اللي بسيارة
+
+848
+01:00:12,580 --> 01:00:15,000
+تانية اللي أشافوه عليها هذي مشكلة فكرا هذي مشكلة
+
+849
+01:00:15,000 --> 01:00:18,620
+فيه يدلة معاها، بذلك نكمل يا سبايا كام واحدة
+
+850
+01:00:18,620 --> 01:00:20,000
+أخدنا؟ الأول
+
+851
+01:00:28,560 --> 01:00:32,140
+العشرة في المية اللى بتحوشها كل شهر فحاجات تقدر
+
+852
+01:00:32,140 --> 01:00:35,780
+تساعدك علي انك تكبر العشرة في المية دول علشان تقدر
+
+853
+01:00:35,780 --> 01:00:39,280
+تبني ثروة على المدى الطويل ولكن أهم حاجة و قبل ما
+
+854
+01:00:39,280 --> 01:00:43,600
+تفكر في خطوط الاستثمار في أي شيء لازم تستثمر بحكمة
+
+855
+01:00:43,600 --> 01:00:47,700
+لازم تفهم الشيء اللى انت تستثمر فيه ماتسألش صاحبك
+
+856
+01:00:47,700 --> 01:00:50,840
+اللى على الأقوى ولا تسألني انا ولا تسأل اي حد في
+
+857
+01:00:50,840 --> 01:00:53,240
+الشارع ازاي استثمر اسأل
+
+858
+01:00:57,050 --> 01:01:00,630
+اللي بيعمله لازم لما تحط فلوسك تبقى فاهم كويس انت
+
+859
+01:01:00,630 --> 01:01:03,690
+بتعمل ايه فمثلا من الحاجات اللي مشهورة دلوقتي هي
+
+860
+01:01:03,690 --> 01:01:07,410
+ال bitcoin ال bitcoin شيء معظم الناس مش فاهمه فيه
+
+861
+01:01:07,410 --> 01:01:10,570
+اي حاجة و ناس كتيرة جدا بتقولك يلا استثمر في ال
+
+862
+01:01:10,570 --> 01:01:13,950
+bitcoin و ال bitcoin فيه مخاطرة كبيرة جدا و ممكن
+
+863
+01:01:13,950 --> 01:01:17,450
+يضيعلك فلوسك ممين يوم و ليلة و هتلاقوا تفاصيل أكتر
+
+864
+01:01:17,450 --> 01:01:20,770
+عن الاستثمار في كتاب الأب الغني و الأب الفقير اللي
+
+865
+01:01:20,770 --> 01:01:24,070
+يفروض تتفرج عليه بعد الحلقة دي عشان تحقق أقصى
+
+866
+01:01:24,070 --> 01:01:28,330
+استفادة من الحلقة أما القاعدة الرابطيةملخص القاعدة
+
+867
+01:01:28,330 --> 01:01:31,670
+التالتة إنه أنت بالبداية دخلت 10% طبعا النسبة اللي
+
+868
+01:01:31,670 --> 01:01:36,930
+بدك هي من راتبك صح؟ 10% هاي بعد 10% plus 10% plus
+
+869
+01:01:36,930 --> 01:01:40,370
+10% كوّنتلك يعني مبلغ محترم صح؟ ليش مادة المبلغ
+
+870
+01:01:40,370 --> 01:01:44,110
+تستثمر فيه؟ بس إذا بدك تستثمر فيه، بدك كوني حكيمة
+
+871
+01:01:44,110 --> 01:01:47,930
+بالاستثمار تستثمر بشغل انت بتفهم فيها، مش ما بتفهم
+
+872
+01:01:47,930 --> 01:01:52,190
+فيها عشان تقدر تتابع أمورها، طبعا؟ خُد يبقى لك
+
+873
+01:01:52,190 --> 01:01:55,950
+منابط يستوي عبادتك مش صح؟ أه، لازم يكون الاشي متزم
+
+874
+01:01:55,950 --> 01:01:56,150
+يعني
+
+875
+01:01:59,030 --> 01:02:03,650
+لازم تحول انك تملك بيتك لازم انك مع الوقت تقدر انك
+
+876
+01:02:03,650 --> 01:02:07,450
+تجيب البيت الخاص بيك لان دي من الحاجات المهمة جدا
+
+877
+01:02:07,450 --> 01:02:10,530
+على المدى الطويل ولكن حاول في نفس الوقت انك ما
+
+878
+01:02:10,530 --> 01:02:14,130
+تحطش كل فلوسك في البيت الشي اللي احنا بتكلمي عليه
+
+879
+01:02:14,130 --> 01:02:15,210
+في كتاب الأب الغني
+
+880
+01:02:23,870 --> 01:02:27,310
+طبعا هو .. هو .. هو هنا ليش اختار البيت لإنه يعني
+
+881
+01:02:27,310 --> 01:02:30,510
+في عدد كبير من الناس بدفعوا أجارة البيوت فإنت بدل
+
+882
+01:02:30,510 --> 01:02:34,130
+ما .. كل مرة ترفع 200 دولار أو يزيد لأجار البيت لأ
+
+883
+01:02:34,130 --> 01:02:37,970
+هدول أنا يعني بوفرهم لنفسي و بكون إيلي بيت الخاص
+
+884
+01:02:37,970 --> 01:02:40,950
+يعني من ضمن خططك إن مستقبلي يكون عندك بيت ملكي
+
+885
+01:02:40,950 --> 01:02:43,930
+بالظبط تبحث .. يعني تخفف الأعباء اللي بتدفعها
+
+886
+01:02:43,930 --> 01:02:47,810
+للأجارة تتجنب الديون لازم الواحد يتجنب تماما يحط
+
+887
+01:02:47,810 --> 01:02:51,190
+نفسه في أي نوع من الديون الناس اللي بتحط فلوسها في
+
+888
+01:02:51,190 --> 01:02:51,750
+قاردة عشان
+
+889
+01:02:55,630 --> 01:02:57,870
+أو الناس اللى بتدفع من غير سيطرة من بطاقة ال
+
+890
+01:02:57,870 --> 01:03:01,270
+credit card و بتحط نفسها في مواقف تخليها مش قادرة
+
+891
+01:03:01,270 --> 01:03:04,490
+تسدد الفلوس اللى عليها الشخص اللى فعلا عايز يكون
+
+892
+01:03:04,490 --> 01:03:07,750
+غانى على المدى الطويل لازم يتجنب على قد ما يقدر
+
+893
+01:03:07,750 --> 01:03:11,690
+أنه يكون مديون لأى حد أما القانع الأساسي طبعا هنا
+
+894
+01:03:11,690 --> 01:03:16,880
+ليش أخد بعين اعتبار ديون لإنه لإنهمعظمنا أو معظم
+
+895
+01:03:16,880 --> 01:03:19,320
+اللي بده يعني هو باخده قروض من البنك القرد ده بكون
+
+896
+01:03:19,320 --> 01:03:23,120
+له فائدة، صح؟ بالتالي بالظبط يعني بصرت ده بتدفع
+
+897
+01:03:23,120 --> 01:03:29,460
+مبلغ كبير، هاي شغلة شغلة تانية أنه ترح بطاقة في
+
+898
+01:03:29,460 --> 01:03:33,240
+نوع من أنواع البطاقات المسرفية بتنعطل بعض زبائن
+
+899
+01:03:33,240 --> 01:03:36,800
+البنك أنه حتى لو ماعك فلوس مجرد ما تدخلها تسحب قد
+
+900
+01:03:36,800 --> 01:03:41,590
+ما بدكبالظبط اه بضلك تسحب و بضله في رصيدك سالب انه
+
+901
+01:03:41,590 --> 01:03:44,910
+بالظبط ايوة انه مثلا سحب سالب ألف دولار سالب ألفين
+
+902
+01:03:44,910 --> 01:03:47,970
+دولار لما تيش تقوم بدوريات بك هتلاقي نفسك سحبت
+
+903
+01:03:47,970 --> 01:03:54,870
+اكتر مما من راتبك فهي hard work beats luck يعني
+
+904
+01:03:54,870 --> 01:03:59,850
+العمل بيغلب الخص طريق بناء الفروة طريق صعب و محتاج
+
+905
+01:03:59,850 --> 01:04:06,460
+وقت جهدكعلى الحصة علشان تبقى شخص غني الشخص اللى
+
+906
+01:04:06,460 --> 01:04:10,320
+فاكر ان الشخص الغني ده هو غني مجرد الحصة فهو
+
+907
+01:04:10,320 --> 01:04:14,300
+مايبقى مش حاجة في الفلوس الشخص الغني فعلا هو الشخص
+
+908
+01:04:14,300 --> 01:04:17,980
+اللى بيحاول يتعب علشان يقدر يوصل للفروة دى على
+
+909
+01:04:17,980 --> 01:04:22,730
+المدى الطويلأما المبدأ السابع والأخير فهو increase
+
+910
+01:04:22,730 --> 01:04:26,950
+your ability to learn يعني زود قدرتك على التعلم
+
+911
+01:04:26,950 --> 01:04:31,110
+لازم دايما تحاول تطور من نفسك وده معناه أنك تعمل
+
+912
+01:04:31,110 --> 01:04:35,230
+حاجتين مهمين جدا أول حاجة هي أن تطور نفسك في مجالك
+
+913
+01:04:35,230 --> 01:04:38,950
+يعني مثلا لو أنت مهندس أو دكتور أو لو عندك مشروع
+
+914
+01:04:38,950 --> 01:04:43,480
+خاص تحاول تتخصص أكتر وتاخد كورسات وتتعلمعلشان
+
+915
+01:04:43,480 --> 01:04:47,940
+فرصتك إنك تكون شخص مطلوب وبيدفعلك فلوس أكتر، تبقى
+
+916
+01:04:47,940 --> 01:04:51,220
+أكبر بكتير، والتاني حاجة هي إنك تتعلم حاجات في
+
+917
+01:04:51,220 --> 01:04:54,660
+المجال المالي، سواء إنك تاخد كورسات أو تقرا كتب زي
+
+918
+01:04:54,660 --> 01:04:57,640
+الكتاب اللي أنت تتفرج عليه النهاردة، لازم دايما
+
+919
+01:04:57,640 --> 01:05:01,820
+تحاول تطور من نفسك وما توقفش تتعلم، لازم يكون عندك
+
+920
+01:05:01,820 --> 01:05:07,810
+مائي سنة بال life long learning، إنك تتعلمطبعا زي
+
+921
+01:05:07,810 --> 01:05:10,070
+ما هو حكى ليش طبعا لازم أنا أطور علميا؟ لأن العلم
+
+922
+01:05:10,070 --> 01:05:14,690
+بتطور وحتى يكون إلي يعني مكان في المجتمع والكل
+
+923
+01:05:14,690 --> 01:05:17,410
+يطلبني يعني مثلا على سبيل المثال على صعيد حياة
+
+924
+01:05:17,410 --> 01:05:21,470
+الشخصية لو أنايعني قبل عشر سنين لو بتشغل بس مترجمة
+
+925
+01:05:21,470 --> 01:05:25,430
+كنت هكون مطلوبة لكن أنا مترجمة لحال هيك مش مطلوبة
+
+926
+01:05:25,430 --> 01:05:28,110
+لازم أكون عنده قدرة على الترجمة لازم يكون عنده
+
+927
+01:05:28,110 --> 01:05:30,350
+قدرة على كتابة المحتوى لازم يكون عنده قدرة على
+
+928
+01:05:30,350 --> 01:05:33,090
+المونتاج و لازم و لازم و لازم و بالظبط على تنسيق
+
+929
+01:05:33,090 --> 01:05:36,790
+الملفات إلى آخر يعني لازم أكون خمسة في واحد تمام؟
+
+930
+01:05:36,790 --> 01:05:41,150
+نفس الشغل المسوق الآن إنك تكون مسوق لحال شو بدي
+
+931
+01:05:41,150 --> 01:05:44,030
+فيك لازم تكون مسوق و لازم تكون كاتب محتوى و لازم
+
+932
+01:05:44,030 --> 01:05:50,220
+تكون عنده قدرة على تصميم مثلا مجموعة من اليفطاتأي
+
+933
+01:05:50,220 --> 01:05:54,240
+أشياء، تمام؟ مين يلخص الست نقات اللي تم ذكرها؟
+
+934
+01:05:54,240 --> 01:05:59,000
+سبعة نقات، مين يحكينا سبعة نقات؟
+
+935
+01:06:02,100 --> 01:06:05,340
+طب ماشي بدي أسمع من كل واحدة فيكم نقطة مع شريحة في
+
+936
+01:06:05,340 --> 01:06:10,360
+معناه وقت الدكتورة عشان أسرع يالا اتبعني نفسك أولا
+
+937
+01:06:10,360 --> 01:06:15,140
+إن أنت بتتوفر جزء من الراتبات دريس بمعايا طول شهر
+
+938
+01:06:15,140 --> 01:06:19,360
+يسلمه طول شهر ليه ال expangers اللي هي بيبقى أوفق
+
+939
+01:06:19,360 --> 01:06:22,400
+من ال wants و ال needs الحاجات اللي أنا أحتاجها و
+
+940
+01:06:22,400 --> 01:06:27,140
+الرغبة الواحدة استثمرت بيت ما يكونش كل المريض اللي
+
+941
+01:06:27,140 --> 01:06:29,560
+بيسلم معايا في البيت لازم أخذ الجزء عشان اللي
+
+942
+01:06:29,560 --> 01:06:30,420
+بيبقى أحتاجها
+
+943
+01:06:43,710 --> 01:06:54,710
+صحيح نسمع منك احسنتى
+
+944
+01:06:54,710 --> 01:07:00,030
+ايوه
+
+945
+01:07:00,030 --> 01:07:08,580
+احسنتى بشكرك كتيربس كده كتير بتمنى إنه slide
+
+946
+01:07:08,580 --> 01:07:12,560
+بالإدار ما يتعلق بالإدار المالية وصدقم بسلاسة
+
+947
+01:07:12,560 --> 01:07:17,500
+وفهمته يعني واحفظته قبل ما تطلع من القاعة شكرا نعم
+
+948
+01:07:17,500 --> 01:07:24,640
+شكرا قبل قيم محافظة فضلي هنا ما شاء الله أعملناها
+
+949
+01:07:24,640 --> 01:07:28,840
+في مدينة الشارع حتة كم في شارعها بسيط و .. طب
+
+950
+01:07:28,840 --> 01:07:31,620
+الحمد لله إسلام ما شاء الله عليه و أسقى من نفسي
+
+951
+01:07:31,620 --> 01:07:37,130
+كتير و مهدمة بالمعلومات و تهمها إيه الحلول؟ممتازة،
+
+952
+01:07:37,130 --> 01:07:40,270
+ما شاء الله لأ، ممتازة، وين صارت هذه؟ لأنه يعني
+
+953
+01:07:40,270 --> 01:07:44,390
+ممتازة حسنا، اتفضلي ايه؟ اتفضلي ان الجسم دا انه ما
+
+954
+01:07:44,390 --> 01:07:49,410
+شاء الله و يديني ما شاء الله، و لأ هم بس بتوصيل
+
+955
+01:07:49,410 --> 01:07:53,590
+المعلومات زائد انه امرنا في التعامل مع المجموعة
+
+956
+01:07:53,590 --> 01:07:56,790
+okay، ايه ده؟ ما شاء الله، عليها شخصيته حلوة واضحة
+
+957
+01:07:56,790 --> 01:08:01,210
+انها فاهمة المادة ومتحمسة كويسة جسدي؟ ممتازة،
+
+958
+01:08:01,210 --> 01:08:03,210
+توصيت المعلومة مظبوط وسلسلة
+
+959
+01:08:10,720 --> 01:08:14,040
+إن شاء الله بتشرح تفاعل، يعني كانت تحب تحفظ أو
+
+960
+01:08:14,040 --> 01:08:19,840
+تفاعل مع ال .. مع الدكوش ولا بواس؟ ماشي شكرا يا
+
+961
+01:08:19,840 --> 01:08:21,960
+إيمان، حصلت العشرين من العشرين، ما شاء الله،
+
+962
+01:08:21,960 --> 01:08:27,100
+بنوفيك إن شاء الله في نهاية أو في ختام هذه الرحلة
+
+963
+01:08:27,100 --> 01:08:30,520
+إن شاء الله بتمنى أنكم استفدتم من هذه .. من هذا
+
+964
+01:08:30,520 --> 01:08:35,240
+المساق وإن شاء الله نلتقي في مساقات أخرى ويعطيكم
+
+965
+01:08:35,240 --> 01:08:36,540
+العافية ويقولوا عملتوا خير
+
diff --git a/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/C9IdWMMY3to_raw.json b/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/C9IdWMMY3to_raw.json
new file mode 100644
index 0000000000000000000000000000000000000000..6fbbc4aec3dd9cd15804bae35d12af15e04ebb63
--- /dev/null
+++ b/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/C9IdWMMY3to_raw.json
@@ -0,0 +1 @@
+{"segments": [{"id": 1, "seek": 2146, "start": 4.96, "end": 21.46, "text": "أعوذ بالله السبعين وعليه من الشيطان الرجيم بسم الله الرحمن الرحيم الحمد لله و الصلاة والسلام على مصطفى اليمين سيدنا محمد على آله ومن ساعد على دربي بإحسان اليوم الدين، في البداية السلام عليكم ورحمة الله، كيف حالكم؟ كيف حال مسيطر اليوم؟", "tokens": [10721, 3615, 2407, 8848, 20666, 43761, 21136, 3555, 3615, 9957, 4032, 3615, 20292, 3224, 9154, 25124, 1829, 9566, 7649, 34892, 7435, 32640, 4724, 38251, 21984, 34892, 5016, 27842, 34892, 5016, 32640, 21542, 2304, 3215, 24976, 3224, 4032, 31767, 15040, 3660, 16070, 3794, 37440, 15844, 3714, 9381, 9566, 5172, 7578, 2423, 32640, 9957, 8608, 25708, 8315, 3714, 35571, 3215, 15844, 19753, 43761, 4032, 27842, 8608, 995, 22488, 15844, 11778, 2288, 21292, 4724, 28814, 5016, 3794, 7649, 45595, 20498, 32748, 9957, 12399, 8978, 29739, 28259, 10632, 21136, 37440, 25894, 24793, 4032, 2288, 35571, 3660, 21984, 12399, 9122, 33911, 11331, 6027, 24793, 22807, 9122, 33911, 11331, 6027, 47524, 1829, 9566, 2288, 45595, 20498, 22807], "avg_logprob": -0.2126116059454424, "compression_ratio": 2.103448275862069, "no_speech_prob": 1.4603137969970703e-05, "words": [{"start": 4.96, "end": 5.34, "word": "أعوذ", "probability": 0.739501953125}, {"start": 5.34, "end": 5.6, "word": " بالله", "probability": 0.983642578125}, {"start": 5.6, "end": 6.0, "word": " السبعين", "probability": 0.561767578125}, {"start": 6.0, "end": 6.2, "word": " وعليه", "probability": 0.68341064453125}, {"start": 6.2, "end": 6.3, "word": " من", "probability": 0.982421875}, {"start": 6.3, "end": 6.68, "word": " الشيطان", "probability": 0.9249267578125}, {"start": 6.68, "end": 7.14, "word": " الرجيم", "probability": 0.89404296875}, {"start": 7.14, "end": 7.42, "word": " بسم", "probability": 0.843994140625}, {"start": 7.42, "end": 7.62, "word": " الله", "probability": 0.9716796875}, {"start": 7.62, "end": 8.02, "word": " الرحمن", "probability": 0.9689127604166666}, {"start": 8.02, "end": 8.66, "word": " الرحيم", "probability": 0.99755859375}, {"start": 8.66, "end": 9.68, "word": " الحمد", "probability": 0.7913411458333334}, {"start": 9.68, "end": 9.96, "word": " لله", "probability": 0.965576171875}, {"start": 9.96, "end": 10.08, "word": " و", "probability": 0.9658203125}, {"start": 10.08, "end": 10.48, "word": " الصلاة", "probability": 0.8274739583333334}, {"start": 10.48, "end": 11.04, "word": " والسلام", "probability": 0.9195963541666666}, {"start": 11.04, "end": 11.22, "word": " على", "probability": 0.76025390625}, {"start": 11.22, "end": 11.64, "word": " مصطفى", "probability": 0.91044921875}, {"start": 11.64, "end": 12.1, "word": " اليمين", "probability": 0.642333984375}, {"start": 12.1, "end": 13.16, "word": " سيدنا", "probability": 0.9689127604166666}, {"start": 13.16, "end": 13.74, "word": " محمد", "probability": 0.9910481770833334}, {"start": 13.74, "end": 14.04, "word": " على", "probability": 0.3857421875}, {"start": 14.04, "end": 14.5, "word": " آله", "probability": 0.947509765625}, {"start": 14.5, "end": 14.84, "word": " ومن", "probability": 0.9501953125}, {"start": 14.84, "end": 15.2, "word": " ساعد", "probability": 0.7897135416666666}, {"start": 15.2, "end": 15.42, "word": " على", "probability": 0.82958984375}, {"start": 15.42, "end": 15.76, "word": " دربي", "probability": 0.8759765625}, {"start": 15.76, "end": 16.14, "word": " بإحسان", "probability": 0.97236328125}, {"start": 16.14, "end": 16.44, "word": " اليوم", "probability": 0.896728515625}, {"start": 16.44, "end": 17.18, "word": " الدين،", "probability": 0.725830078125}, {"start": 17.18, "end": 17.32, "word": " في", "probability": 0.1263427734375}, {"start": 17.32, "end": 17.52, "word": " البداية", "probability": 0.87841796875}, {"start": 17.52, "end": 17.8, "word": " السلام", "probability": 0.95361328125}, {"start": 17.8, "end": 18.12, "word": " عليكم", "probability": 0.89306640625}, {"start": 18.12, "end": 18.34, "word": " ورحمة", "probability": 0.8387451171875}, {"start": 18.34, "end": 19.2, "word": " الله،", "probability": 0.871826171875}, {"start": 19.2, "end": 19.48, "word": " كيف", "probability": 0.9775390625}, {"start": 19.48, "end": 20.4, "word": " حالكم؟", "probability": 0.9349365234375}, {"start": 20.4, "end": 20.64, "word": " كيف", "probability": 0.983642578125}, {"start": 20.64, "end": 20.72, "word": " حال", "probability": 0.55914306640625}, {"start": 20.72, "end": 21.02, "word": " مسيطر", "probability": 0.6495361328125}, {"start": 21.02, "end": 21.46, "word": " اليوم؟", "probability": 0.9705403645833334}], "temperature": 1.0}, {"id": 2, "seek": 4806, "start": 22.24, "end": 48.06, "text": "هي تقترب سفينتنا في هذا المسار مبادئ الإدارة اللي طلبت الطلبة المواهلين لدخول مدرستير إدارة الأعمال مع التخصيصات المختلفة ههي تقتربت من الرسول ان شاء الله على بغ الأمان اليوم علنا ان شاء الله أخر موضوع هنمر عليه ان شاء الله اللي هو financial management أو الإدارة المالية أترككم مع زميلتكوا تعرفنا بنفسها ان شاء الله تحضري أنتي اسمي دكتورة", "tokens": [3224, 1829, 6055, 38149, 25513, 8608, 5172, 9957, 2655, 8315, 8978, 23758, 9673, 3794, 9640, 3714, 3555, 18513, 19986, 33688, 3215, 9640, 3660, 13672, 1829, 23032, 46152, 2655, 41950, 46152, 3660, 9673, 2407, 40294, 1211, 9957, 5296, 3215, 9778, 12610, 3714, 3215, 2288, 14851, 13546, 11933, 3215, 9640, 3660, 16247, 25957, 6027, 20449, 16712, 9778, 9381, 1829, 9381, 9307, 9673, 46456, 46538, 3660, 8032, 3224, 1829, 6055, 38149, 25513, 2655, 9154, 34892, 3794, 12610, 16472, 13412, 16606, 21984, 15844, 4724, 17082, 16247, 2304, 7649, 45595, 20498, 11203, 8315, 16472, 13412, 16606, 21984, 5551, 34740, 3714, 2407, 11242, 45367, 8032, 1863, 29973, 47356, 16472, 13412, 16606, 21984, 13672, 1829, 31439, 4669, 4592, 34051, 33688, 3215, 9640, 3660, 9673, 6027, 10632, 5551, 2655, 31747, 24793, 20449, 30767, 2304, 26895, 2655, 4117, 14407, 37279, 28480, 8315, 44945, 36178, 11296, 16472, 13412, 16606, 21984, 6055, 5016, 11242, 16572, 14739, 31371, 24525, 2304, 1829, 11778, 4117, 2655, 13063, 3660], "avg_logprob": -0.16078628397757008, "compression_ratio": 2.04778156996587, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 22.24, "end": 22.66, "word": "هي", "probability": 0.6748046875}, {"start": 22.66, "end": 23.18, "word": " تقترب", "probability": 0.9739583333333334}, {"start": 23.18, "end": 23.82, "word": " سفينتنا", "probability": 0.93203125}, {"start": 23.82, "end": 24.0, "word": " في", "probability": 0.96044921875}, {"start": 24.0, "end": 24.24, "word": " هذا", "probability": 0.9443359375}, {"start": 24.24, "end": 24.72, "word": " المسار", "probability": 0.6932779947916666}, {"start": 24.72, "end": 25.3, "word": " مبادئ", "probability": 0.915283203125}, {"start": 25.3, "end": 26.02, "word": " الإدارة", "probability": 0.980712890625}, {"start": 26.02, "end": 26.24, "word": " اللي", "probability": 0.806884765625}, {"start": 26.24, "end": 27.1, "word": " طلبت", "probability": 0.9729817708333334}, {"start": 27.1, "end": 28.0, "word": " الطلبة", "probability": 0.8605143229166666}, {"start": 28.0, "end": 28.56, "word": " المواهلين", "probability": 0.69453125}, {"start": 28.56, "end": 28.94, "word": " لدخول", "probability": 0.98193359375}, {"start": 28.94, "end": 29.42, "word": " مدرستير", "probability": 0.874609375}, {"start": 29.42, "end": 29.7, "word": " إدارة", "probability": 0.9803466796875}, {"start": 29.7, "end": 30.08, "word": " الأعمال", "probability": 0.9615885416666666}, {"start": 30.08, "end": 30.2, "word": " مع", "probability": 0.273193359375}, {"start": 30.2, "end": 30.78, "word": " التخصيصات", "probability": 0.9156087239583334}, {"start": 30.78, "end": 31.54, "word": " المختلفة", "probability": 0.9879150390625}, {"start": 31.54, "end": 32.18, "word": " ههي", "probability": 0.7605794270833334}, {"start": 32.18, "end": 32.78, "word": " تقتربت", "probability": 0.930908203125}, {"start": 32.78, "end": 32.9, "word": " من", "probability": 0.9912109375}, {"start": 32.9, "end": 33.44, "word": " الرسول", "probability": 0.9423828125}, {"start": 33.44, "end": 33.68, "word": " ان", "probability": 0.525390625}, {"start": 33.68, "end": 33.86, "word": " شاء", "probability": 0.98779296875}, {"start": 33.86, "end": 34.04, "word": " الله", "probability": 0.9658203125}, {"start": 34.04, "end": 34.36, "word": " على", "probability": 0.89111328125}, {"start": 34.36, "end": 34.68, "word": " بغ", "probability": 0.825927734375}, {"start": 34.68, "end": 35.56, "word": " الأمان", "probability": 0.5595703125}, {"start": 35.56, "end": 36.1, "word": " اليوم", "probability": 0.870849609375}, {"start": 36.1, "end": 36.32, "word": " علنا", "probability": 0.620849609375}, {"start": 36.32, "end": 36.46, "word": " ان", "probability": 0.62890625}, {"start": 36.46, "end": 36.62, "word": " شاء", "probability": 0.991455078125}, {"start": 36.62, "end": 36.8, "word": " الله", "probability": 0.94873046875}, {"start": 36.8, "end": 37.24, "word": " أخر", "probability": 0.75439453125}, {"start": 37.24, "end": 37.82, "word": " موضوع", "probability": 0.99462890625}, {"start": 37.82, "end": 38.44, "word": " هنمر", "probability": 0.9150390625}, {"start": 38.44, "end": 38.68, "word": " عليه", "probability": 0.939453125}, {"start": 38.68, "end": 38.86, "word": " ان", "probability": 0.86279296875}, {"start": 38.86, "end": 39.02, "word": " شاء", "probability": 0.99609375}, {"start": 39.02, "end": 39.22, "word": " الله", "probability": 0.94384765625}, {"start": 39.22, "end": 39.38, "word": " اللي", "probability": 0.96533203125}, {"start": 39.38, "end": 39.58, "word": " هو", "probability": 0.9912109375}, {"start": 39.58, "end": 40.02, "word": " financial", "probability": 0.63232421875}, {"start": 40.02, "end": 40.72, "word": " management", "probability": 0.908203125}, {"start": 40.72, "end": 41.1, "word": " أو", "probability": 0.68896484375}, {"start": 41.1, "end": 42.24, "word": " الإدارة", "probability": 0.99267578125}, {"start": 42.24, "end": 43.5, "word": " المالية", "probability": 0.98828125}, {"start": 43.5, "end": 44.2, "word": " أترككم", "probability": 0.8099365234375}, {"start": 44.2, "end": 44.38, "word": " مع", "probability": 0.982421875}, {"start": 44.38, "end": 44.9, "word": " زميلتكوا", "probability": 0.8773600260416666}, {"start": 44.9, "end": 45.34, "word": " تعرفنا", "probability": 0.9143880208333334}, {"start": 45.34, "end": 45.74, "word": " بنفسها", "probability": 0.9435221354166666}, {"start": 45.74, "end": 45.86, "word": " ان", "probability": 0.91748046875}, {"start": 45.86, "end": 46.02, "word": " شاء", "probability": 0.995361328125}, {"start": 46.02, "end": 46.16, "word": " الله", "probability": 0.9404296875}, {"start": 46.16, "end": 46.58, "word": " تحضري", "probability": 0.876953125}, {"start": 46.58, "end": 46.9, "word": " أنتي", "probability": 0.399169921875}, {"start": 46.9, "end": 47.7, "word": " اسمي", "probability": 0.8683268229166666}, {"start": 47.7, "end": 48.06, "word": " دكتورة", "probability": 0.8546875}], "temperature": 1.0}, {"id": 3, "seek": 7376, "start": 49.44, "end": 73.76, "text": "إمان أبو أكيد خريجي التربي و أداب لغة إنجليزية من جامعة الأزهار و طالب و مجستير أعمل بالجامعة الإسلامية بما يتعلق بالعمل مشرفة تربوية بمؤسسة أمس التعليمية والمدير التنفيذي ل mainly technological school ومدربة لبرنامج English language teachers preparation program based on experiential learning بالجامعة الإسلامية هتكلم ..ماشاء الله كل هذا فوق توافق؟ كل هذا فوق واحد فعلاهم الله", "tokens": [28814, 2304, 7649, 5551, 3555, 2407, 5551, 4117, 25708, 16490, 16572, 7435, 1829, 16712, 2288, 21292, 4032, 5551, 3215, 16758, 5296, 17082, 3660, 36145, 7435, 20292, 11622, 10632, 9154, 10874, 10943, 27884, 16247, 11622, 3224, 9640, 4032, 23032, 6027, 3555, 4032, 3714, 7435, 14851, 13546, 5551, 25957, 1211, 20666, 7435, 10943, 27884, 33688, 3794, 37440, 10632, 4724, 15042, 7251, 2655, 30241, 4587, 20666, 25957, 1211, 37893, 28480, 3660, 6055, 25513, 2407, 10632, 4724, 2304, 33604, 3794, 3794, 3660, 5551, 2304, 3794, 16712, 3615, 20292, 2304, 10632, 4032, 45340, 3215, 13546, 16712, 1863, 41185, 8848, 1829, 5296, 8704, 18439, 1395, 4032, 2304, 3215, 25513, 3660, 5296, 26890, 8315, 2304, 7435, 3669, 2856, 6023, 13081, 1461, 2361, 322, 49611, 831, 2539, 20666, 7435, 10943, 27884, 33688, 3794, 37440, 10632, 8032, 2655, 4117, 19528, 4386, 2304, 33599, 16606, 21984, 28242, 23758, 6156, 30543, 6055, 14407, 5172, 4587, 22807, 28242, 23758, 6156, 30543, 36764, 24401, 6156, 3615, 15040, 16095, 21984], "avg_logprob": -0.2227308974144565, "compression_ratio": 1.7521865889212829, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 49.44, "end": 49.96, "word": "إمان", "probability": 0.7467447916666666}, {"start": 49.96, "end": 50.16, "word": " أبو", "probability": 0.7607421875}, {"start": 50.16, "end": 50.4, "word": " أكيد", "probability": 0.6566569010416666}, {"start": 50.4, "end": 50.74, "word": " خريجي", "probability": 0.798583984375}, {"start": 50.74, "end": 50.98, "word": " التربي", "probability": 0.6798502604166666}, {"start": 50.98, "end": 51.08, "word": " و", "probability": 0.640625}, {"start": 51.08, "end": 51.28, "word": " أداب", "probability": 0.675537109375}, {"start": 51.28, "end": 51.52, "word": " لغة", "probability": 0.9539388020833334}, {"start": 51.52, "end": 51.9, "word": " إنجليزية", "probability": 0.86005859375}, {"start": 51.9, "end": 52.02, "word": " من", "probability": 0.9755859375}, {"start": 52.02, "end": 52.22, "word": " جامعة", "probability": 0.9943033854166666}, {"start": 52.22, "end": 52.76, "word": " الأزهار", "probability": 0.8602294921875}, {"start": 52.76, "end": 53.36, "word": " و", "probability": 0.8447265625}, {"start": 53.36, "end": 53.5, "word": " طالب", "probability": 0.8380533854166666}, {"start": 53.5, "end": 53.6, "word": " و", "probability": 0.33984375}, {"start": 53.6, "end": 53.92, "word": " مجستير", "probability": 0.89013671875}, {"start": 53.92, "end": 54.38, "word": " أعمل", "probability": 0.802734375}, {"start": 54.38, "end": 54.62, "word": " بالجامعة", "probability": 0.9564208984375}, {"start": 54.62, "end": 55.14, "word": " الإسلامية", "probability": 0.9771728515625}, {"start": 55.14, "end": 56.4, "word": " بما", "probability": 0.961669921875}, {"start": 56.4, "end": 56.82, "word": " يتعلق", "probability": 0.9891357421875}, {"start": 56.82, "end": 57.3, "word": " بالعمل", "probability": 0.97900390625}, {"start": 57.3, "end": 57.68, "word": " مشرفة", "probability": 0.9378255208333334}, {"start": 57.68, "end": 57.98, "word": " تربوية", "probability": 0.87255859375}, {"start": 57.98, "end": 58.34, "word": " بمؤسسة", "probability": 0.9104817708333334}, {"start": 58.34, "end": 58.5, "word": " أمس", "probability": 0.6710611979166666}, {"start": 58.5, "end": 59.22, "word": " التعليمية", "probability": 0.91181640625}, {"start": 59.22, "end": 60.38, "word": " والمدير", "probability": 0.8236083984375}, {"start": 60.38, "end": 60.94, "word": " التنفيذي", "probability": 0.95185546875}, {"start": 60.94, "end": 61.1, "word": " ل", "probability": 0.8486328125}, {"start": 61.1, "end": 61.24, "word": " mainly", "probability": 0.12408447265625}, {"start": 61.24, "end": 61.58, "word": " technological", "probability": 0.8095703125}, {"start": 61.58, "end": 62.14, "word": " school", "probability": 0.91455078125}, {"start": 62.14, "end": 63.66, "word": " ومدربة", "probability": 0.90947265625}, {"start": 63.66, "end": 64.44, "word": " لبرنامج", "probability": 0.98525390625}, {"start": 64.44, "end": 64.8, "word": " English", "probability": 0.9853515625}, {"start": 64.8, "end": 65.18, "word": " language", "probability": 0.72705078125}, {"start": 65.18, "end": 65.54, "word": " teachers", "probability": 0.53125}, {"start": 65.54, "end": 65.86, "word": " preparation", "probability": 0.300048828125}, {"start": 65.86, "end": 66.32, "word": " program", "probability": 0.7998046875}, {"start": 66.32, "end": 66.58, "word": " based", "probability": 0.424072265625}, {"start": 66.58, "end": 66.74, "word": " on", "probability": 0.85595703125}, {"start": 66.74, "end": 67.32, "word": " experiential", "probability": 0.966064453125}, {"start": 67.32, "end": 67.74, "word": " learning", "probability": 0.9541015625}, {"start": 67.74, "end": 68.24, "word": " بالجامعة", "probability": 0.9605712890625}, {"start": 68.24, "end": 68.98, "word": " الإسلامية", "probability": 0.985595703125}, {"start": 68.98, "end": 70.06, "word": " هتكلم", "probability": 0.9114990234375}, {"start": 70.06, "end": 70.36, "word": " ..ماشاء", "probability": 0.57501220703125}, {"start": 70.36, "end": 70.62, "word": " الله", "probability": 0.92138671875}, {"start": 70.62, "end": 71.0, "word": " كل", "probability": 0.80029296875}, {"start": 71.0, "end": 71.12, "word": " هذا", "probability": 0.7353515625}, {"start": 71.12, "end": 71.36, "word": " فوق", "probability": 0.656982421875}, {"start": 71.36, "end": 72.18, "word": " توافق؟", "probability": 0.794482421875}, {"start": 72.18, "end": 72.32, "word": " كل", "probability": 0.87744140625}, {"start": 72.32, "end": 72.44, "word": " هذا", "probability": 0.96337890625}, {"start": 72.44, "end": 72.64, "word": " فوق", "probability": 0.736572265625}, {"start": 72.64, "end": 73.0, "word": " واحد", "probability": 0.725830078125}, {"start": 73.0, "end": 73.54, "word": " فعلاهم", "probability": 0.56427001953125}, {"start": 73.54, "end": 73.76, "word": " الله", "probability": 0.92333984375}], "temperature": 1.0}, {"id": 4, "seek": 10036, "start": 74.94, "end": 100.36, "text": "هتكلم اليوم عن إدارة المالية بمساعد دكتورة خلون، تمام؟ يعني، العنوان نازيز شوية، صح؟ إدارة المالية بالنسبة لكم، بتمرسوها بشكل يومي تقريبا، تمام؟ فبالنسبة لكم، على سعيد حياتكم الشخصية، شو بتعني لكم إدارة المالية؟ شو الأمور اللي بتطلب منكم إنكوا تديروا أموال معينة سواء شخصية لكم أو غير شخصية؟ ممكن تحكول شوية؟", "tokens": [3224, 2655, 4117, 19528, 45595, 20498, 18871, 11933, 3215, 9640, 3660, 9673, 6027, 10632, 4724, 2304, 3794, 995, 22488, 11778, 4117, 2655, 13063, 3660, 16490, 1211, 11536, 12399, 46811, 10943, 22807, 37495, 22653, 12399, 18863, 1863, 2407, 7649, 8717, 31377, 1829, 11622, 13412, 2407, 10632, 12399, 20328, 5016, 22807, 11933, 3215, 9640, 3660, 9673, 6027, 10632, 20666, 1863, 35457, 3660, 5296, 24793, 12399, 39894, 29973, 3794, 2407, 11296, 4724, 8592, 28820, 7251, 20498, 1829, 6055, 4587, 16572, 3555, 995, 12399, 46811, 10943, 22807, 6156, 3555, 6027, 1863, 35457, 3660, 5296, 24793, 12399, 15844, 8608, 3615, 25708, 11331, 1829, 9307, 24793, 25124, 9778, 9381, 10632, 12399, 13412, 2407, 39894, 3615, 22653, 5296, 24793, 11933, 3215, 9640, 3660, 9673, 6027, 10632, 22807, 13412, 2407, 16247, 2304, 13063, 13672, 1829, 39894, 9566, 46152, 9154, 24793, 36145, 4117, 14407, 6055, 3215, 13546, 14407, 5551, 2304, 2407, 6027, 20449, 9957, 3660, 8608, 2407, 16606, 13412, 9778, 9381, 10632, 5296, 24793, 34051, 32771, 13546, 13412, 9778, 9381, 10632, 22807, 3714, 43020, 6055, 5016, 4117, 12610, 13412, 2407, 10632, 22807], "avg_logprob": -0.12751437098472967, "compression_ratio": 2.164750957854406, "no_speech_prob": 4.589557647705078e-06, "words": [{"start": 74.94, "end": 75.52, "word": "هتكلم", "probability": 0.7548828125}, {"start": 75.52, "end": 75.9, "word": " اليوم", "probability": 0.986328125}, {"start": 75.9, "end": 76.08, "word": " عن", "probability": 0.9912109375}, {"start": 76.08, "end": 76.38, "word": " إدارة", "probability": 0.976806640625}, {"start": 76.38, "end": 76.76, "word": " المالية", "probability": 0.9928385416666666}, {"start": 76.76, "end": 77.2, "word": " بمساعد", "probability": 0.97099609375}, {"start": 77.2, "end": 77.78, "word": " دكتورة", "probability": 0.89873046875}, {"start": 77.78, "end": 78.48, "word": " خلون،", "probability": 0.72064208984375}, {"start": 78.48, "end": 79.36, "word": " تمام؟", "probability": 0.775634765625}, {"start": 79.36, "end": 80.82, "word": " يعني،", "probability": 0.7428385416666666}, {"start": 80.82, "end": 81.12, "word": " العنوان", "probability": 0.869873046875}, {"start": 81.12, "end": 81.52, "word": " نازيز", "probability": 0.55322265625}, {"start": 81.52, "end": 81.92, "word": " شوية،", "probability": 0.72711181640625}, {"start": 81.92, "end": 82.16, "word": " صح؟", "probability": 0.97265625}, {"start": 82.16, "end": 82.42, "word": " إدارة", "probability": 0.9783935546875}, {"start": 82.42, "end": 82.7, "word": " المالية", "probability": 0.9905598958333334}, {"start": 82.7, "end": 83.12, "word": " بالنسبة", "probability": 0.83489990234375}, {"start": 83.12, "end": 83.8, "word": " لكم،", "probability": 0.7356770833333334}, {"start": 83.8, "end": 84.32, "word": " بتمرسوها", "probability": 0.896484375}, {"start": 84.32, "end": 84.72, "word": " بشكل", "probability": 0.9967447916666666}, {"start": 84.72, "end": 85.08, "word": " يومي", "probability": 0.9884440104166666}, {"start": 85.08, "end": 86.18, "word": " تقريبا،", "probability": 0.9623209635416666}, {"start": 86.18, "end": 86.8, "word": " تمام؟", "probability": 0.9905598958333334}, {"start": 86.8, "end": 87.92, "word": " فبالنسبة", "probability": 0.977294921875}, {"start": 87.92, "end": 88.22, "word": " لكم،", "probability": 0.8644205729166666}, {"start": 88.22, "end": 88.34, "word": " على", "probability": 0.861328125}, {"start": 88.34, "end": 88.56, "word": " سعيد", "probability": 0.75}, {"start": 88.56, "end": 88.86, "word": " حياتكم", "probability": 0.9857177734375}, {"start": 88.86, "end": 89.66, "word": " الشخصية،", "probability": 0.9740234375}, {"start": 89.66, "end": 89.72, "word": " شو", "probability": 0.8427734375}, {"start": 89.72, "end": 89.94, "word": " بتعني", "probability": 0.7273763020833334}, {"start": 89.94, "end": 90.08, "word": " لكم", "probability": 0.8828125}, {"start": 90.08, "end": 90.36, "word": " إدارة", "probability": 0.9937744140625}, {"start": 90.36, "end": 91.48, "word": " المالية؟", "probability": 0.99609375}, {"start": 91.48, "end": 91.68, "word": " شو", "probability": 0.98876953125}, {"start": 91.68, "end": 92.3, "word": " الأمور", "probability": 0.9874674479166666}, {"start": 92.3, "end": 93.08, "word": " اللي", "probability": 0.92822265625}, {"start": 93.08, "end": 93.8, "word": " بتطلب", "probability": 0.96728515625}, {"start": 93.8, "end": 94.36, "word": " منكم", "probability": 0.983642578125}, {"start": 94.36, "end": 94.8, "word": " إنكوا", "probability": 0.6412760416666666}, {"start": 94.8, "end": 95.24, "word": " تديروا", "probability": 0.9639892578125}, {"start": 95.24, "end": 95.74, "word": " أموال", "probability": 0.9449462890625}, {"start": 95.74, "end": 96.26, "word": " معينة", "probability": 0.9967447916666666}, {"start": 96.26, "end": 96.48, "word": " سواء", "probability": 0.9099934895833334}, {"start": 96.48, "end": 97.06, "word": " شخصية", "probability": 0.998046875}, {"start": 97.06, "end": 97.56, "word": " لكم", "probability": 0.629150390625}, {"start": 97.56, "end": 97.76, "word": " أو", "probability": 0.9853515625}, {"start": 97.76, "end": 97.94, "word": " غير", "probability": 0.993896484375}, {"start": 97.94, "end": 99.3, "word": " شخصية؟", "probability": 0.97216796875}, {"start": 99.3, "end": 99.52, "word": " ممكن", "probability": 0.81005859375}, {"start": 99.52, "end": 99.84, "word": " تحكول", "probability": 0.9716796875}, {"start": 99.84, "end": 100.36, "word": " شوية؟", "probability": 0.8714599609375}], "temperature": 1.0}, {"id": 5, "seek": 10643, "start": 101.35, "end": 106.43, "text": "نبدأ بهالة، يلا يا هالة، ماتت تحتاجي إنك تديري أموالك؟ وكيف؟ وليش؟", "tokens": [1863, 44510, 10721, 39627, 6027, 3660, 12399, 7251, 15040, 35186, 8032, 6027, 3660, 12399, 3714, 9307, 2655, 6055, 33753, 26108, 1829, 36145, 4117, 6055, 3215, 13546, 1829, 5551, 2304, 2407, 6027, 4117, 22807, 4032, 4117, 33911, 22807, 4032, 20292, 8592, 22807], "avg_logprob": -0.20814731929983413, "compression_ratio": 1.3010752688172043, "no_speech_prob": 0.0, "words": [{"start": 101.35, "end": 101.87, "word": "نبدأ", "probability": 0.9182942708333334}, {"start": 101.87, "end": 102.43, "word": " بهالة،", "probability": 0.680908203125}, {"start": 102.43, "end": 102.63, "word": " يلا", "probability": 0.6905517578125}, {"start": 102.63, "end": 102.71, "word": " يا", "probability": 0.56201171875}, {"start": 102.71, "end": 103.77, "word": " هالة،", "probability": 0.81683349609375}, {"start": 103.77, "end": 104.03, "word": " ماتت", "probability": 0.6608072916666666}, {"start": 104.03, "end": 104.51, "word": " تحتاجي", "probability": 0.953125}, {"start": 104.51, "end": 104.73, "word": " إنك", "probability": 0.845947265625}, {"start": 104.73, "end": 105.09, "word": " تديري", "probability": 0.9700927734375}, {"start": 105.09, "end": 105.61, "word": " أموالك؟", "probability": 0.8257242838541666}, {"start": 105.61, "end": 105.99, "word": " وكيف؟", "probability": 0.8677978515625}, {"start": 105.99, "end": 106.43, "word": " وليش؟", "probability": 0.9395751953125}], "temperature": 1.0}, {"id": 6, "seek": 14109, "start": 113.03, "end": 141.09, "text": "يعني مثلًا أنا لو بدي أعتبر نفسي طالبة هو أنا طالب طبعًا لو بدي أتكلم عن مصروف الشخصي طبعًا فيلي مصروف شخصي محدود خلال فترة الأسبوع صح؟ هذا المصروف الشخصي لازم أنا أقسمه أو أوزه على إنه يسد كل حاجاتي خلال فترة الأسبوع يعني قبل ما ينتهي الأسبوع تمام هذه الأموال بين إيديا اللي وضعت لها مصاريف شخصية تكون بالضبط بتكفي مصاريف الشخصية قدر الإمكان", "tokens": [40228, 22653, 50113, 1211, 14111, 995, 41850, 45164, 4724, 16254, 5551, 34268, 26890, 8717, 36178, 1829, 23032, 6027, 49401, 31439, 41850, 23032, 6027, 3555, 23032, 3555, 3615, 14111, 995, 45164, 4724, 16254, 5551, 2655, 4117, 19528, 18871, 3714, 9381, 32887, 5172, 25124, 9778, 9381, 1829, 23032, 3555, 3615, 14111, 995, 8978, 20292, 3714, 9381, 32887, 5172, 13412, 9778, 9381, 1829, 3714, 24401, 23328, 16490, 1211, 6027, 6156, 2655, 25720, 16247, 35457, 45367, 20328, 5016, 22807, 23758, 9673, 9381, 32887, 5172, 25124, 9778, 9381, 1829, 5296, 31377, 2304, 41850, 5551, 4587, 38251, 3224, 34051, 5551, 2407, 11622, 3224, 15844, 36145, 3224, 7251, 3794, 3215, 28242, 11331, 26108, 9307, 1829, 16490, 1211, 6027, 6156, 2655, 25720, 16247, 35457, 45367, 37495, 22653, 12174, 36150, 19446, 7251, 29399, 3224, 1829, 16247, 35457, 45367, 46811, 10943, 29538, 16247, 2304, 2407, 6027, 49374, 11933, 1829, 16254, 995, 13672, 1829, 4032, 11242, 34268, 5296, 11296, 3714, 9381, 9640, 33911, 13412, 9778, 9381, 10632, 6055, 30544, 20666, 11242, 3555, 9566, 39894, 4117, 41185, 3714, 9381, 9640, 33911, 25124, 9778, 9381, 10632, 12174, 3215, 2288, 33688, 2304, 41361], "avg_logprob": -0.08984375285605589, "compression_ratio": 2.1453287197231834, "no_speech_prob": 9.5367431640625e-07, "words": [{"start": 113.03, "end": 113.39, "word": "يعني", "probability": 0.915283203125}, {"start": 113.39, "end": 113.77, "word": " مثلًا", "probability": 0.85284423828125}, {"start": 113.77, "end": 113.95, "word": " أنا", "probability": 0.79931640625}, {"start": 113.95, "end": 114.07, "word": " لو", "probability": 0.98046875}, {"start": 114.07, "end": 114.41, "word": " بدي", "probability": 0.759033203125}, {"start": 114.41, "end": 115.11, "word": " أعتبر", "probability": 0.791015625}, {"start": 115.11, "end": 115.39, "word": " نفسي", "probability": 0.9983723958333334}, {"start": 115.39, "end": 115.77, "word": " طالبة", "probability": 0.9899088541666666}, {"start": 115.77, "end": 116.39, "word": " هو", "probability": 0.7119140625}, {"start": 116.39, "end": 116.53, "word": " أنا", "probability": 0.978515625}, {"start": 116.53, "end": 116.85, "word": " طالب", "probability": 0.98583984375}, {"start": 116.85, "end": 117.21, "word": " طبعًا", "probability": 0.927734375}, {"start": 117.21, "end": 117.69, "word": " لو", "probability": 0.70458984375}, {"start": 117.69, "end": 117.81, "word": " بدي", "probability": 0.799560546875}, {"start": 117.81, "end": 118.09, "word": " أتكلم", "probability": 0.9873046875}, {"start": 118.09, "end": 118.35, "word": " عن", "probability": 0.9814453125}, {"start": 118.35, "end": 118.71, "word": " مصروف", "probability": 0.9053955078125}, {"start": 118.71, "end": 119.23, "word": " الشخصي", "probability": 0.97802734375}, {"start": 119.23, "end": 119.59, "word": " طبعًا", "probability": 0.985546875}, {"start": 119.59, "end": 119.95, "word": " فيلي", "probability": 0.67626953125}, {"start": 119.95, "end": 120.49, "word": " مصروف", "probability": 0.987060546875}, {"start": 120.49, "end": 120.95, "word": " شخصي", "probability": 0.997802734375}, {"start": 120.95, "end": 121.37, "word": " محدود", "probability": 0.9873046875}, {"start": 121.37, "end": 121.63, "word": " خلال", "probability": 0.9947916666666666}, {"start": 121.63, "end": 121.83, "word": " فترة", "probability": 0.99755859375}, {"start": 121.83, "end": 122.25, "word": " الأسبوع", "probability": 0.9646809895833334}, {"start": 122.25, "end": 123.11, "word": " صح؟", "probability": 0.86572265625}, {"start": 123.11, "end": 123.33, "word": " هذا", "probability": 0.7705078125}, {"start": 123.33, "end": 123.77, "word": " المصروف", "probability": 0.9840087890625}, {"start": 123.77, "end": 124.13, "word": " الشخصي", "probability": 0.9915771484375}, {"start": 124.13, "end": 124.41, "word": " لازم", "probability": 0.9825846354166666}, {"start": 124.41, "end": 124.63, "word": " أنا", "probability": 0.89599609375}, {"start": 124.63, "end": 125.27, "word": " أقسمه", "probability": 0.9801025390625}, {"start": 125.27, "end": 125.43, "word": " أو", "probability": 0.490234375}, {"start": 125.43, "end": 125.75, "word": " أوزه", "probability": 0.9007568359375}, {"start": 125.75, "end": 125.91, "word": " على", "probability": 0.367919921875}, {"start": 125.91, "end": 126.37, "word": " إنه", "probability": 0.883056640625}, {"start": 126.37, "end": 127.25, "word": " يسد", "probability": 0.8165690104166666}, {"start": 127.25, "end": 127.61, "word": " كل", "probability": 0.98583984375}, {"start": 127.61, "end": 128.47, "word": " حاجاتي", "probability": 0.98486328125}, {"start": 128.47, "end": 128.95, "word": " خلال", "probability": 0.9957682291666666}, {"start": 128.95, "end": 129.25, "word": " فترة", "probability": 0.99755859375}, {"start": 129.25, "end": 129.81, "word": " الأسبوع", "probability": 0.9597981770833334}, {"start": 129.81, "end": 130.17, "word": " يعني", "probability": 0.900390625}, {"start": 130.17, "end": 131.27, "word": " قبل", "probability": 0.99609375}, {"start": 131.27, "end": 131.61, "word": " ما", "probability": 0.9833984375}, {"start": 131.61, "end": 131.95, "word": " ينتهي", "probability": 0.88134765625}, {"start": 131.95, "end": 132.59, "word": " الأسبوع", "probability": 0.9767252604166666}, {"start": 132.59, "end": 133.39, "word": " تمام", "probability": 0.982177734375}, {"start": 133.39, "end": 133.87, "word": " هذه", "probability": 0.5087890625}, {"start": 133.87, "end": 134.79, "word": " الأموال", "probability": 0.9683837890625}, {"start": 134.79, "end": 135.05, "word": " بين", "probability": 0.489013671875}, {"start": 135.05, "end": 135.57, "word": " إيديا", "probability": 0.7752685546875}, {"start": 135.57, "end": 135.73, "word": " اللي", "probability": 0.926513671875}, {"start": 135.73, "end": 136.21, "word": " وضعت", "probability": 0.9949544270833334}, {"start": 136.21, "end": 136.61, "word": " لها", "probability": 0.75048828125}, {"start": 136.61, "end": 137.03, "word": " مصاريف", "probability": 0.966796875}, {"start": 137.03, "end": 137.59, "word": " شخصية", "probability": 0.99853515625}, {"start": 137.59, "end": 138.19, "word": " تكون", "probability": 0.95166015625}, {"start": 138.19, "end": 138.87, "word": " بالضبط", "probability": 0.9573974609375}, {"start": 138.87, "end": 139.23, "word": " بتكفي", "probability": 0.888671875}, {"start": 139.23, "end": 139.65, "word": " مصاريف", "probability": 0.9490966796875}, {"start": 139.65, "end": 140.45, "word": " الشخصية", "probability": 0.9979248046875}, {"start": 140.45, "end": 140.69, "word": " قدر", "probability": 0.9794921875}, {"start": 140.69, "end": 141.09, "word": " الإمكان", "probability": 0.9402669270833334}], "temperature": 1.0}, {"id": 7, "seek": 16585, "start": 141.53, "end": 165.85, "text": "مثلا لو بتتكلم على أسعيد إن أنا طالبة لو على أسعيد إن أنا مثلا موظفة لازم لما أنا أتقاضى الراتب تبعي أقططع جزء منه للإدخار لو فكرت مستقبلا بإني أستثمر هذا الجزء اللي دخلته بالإضافة لأجزاء تانية أعطي حق المجتمع حق الأسرة حق الشخص بتلبية حاجات الشخصية أنتم سواء كموظفات أو كطالبات", "tokens": [2304, 12984, 15040, 45164, 39894, 2655, 4117, 19528, 15844, 5551, 3794, 3615, 25708, 36145, 41850, 23032, 6027, 49401, 45164, 15844, 5551, 3794, 3615, 25708, 36145, 41850, 50113, 15040, 3714, 2407, 19913, 5172, 3660, 5296, 31377, 2304, 5296, 15042, 41850, 5551, 2655, 4587, 46958, 7578, 34892, 9307, 3555, 6055, 3555, 3615, 1829, 5551, 47432, 9566, 3615, 10874, 11622, 38207, 9154, 3224, 24976, 28814, 3215, 9778, 9640, 45164, 6156, 37983, 2655, 3714, 14851, 4587, 3555, 15040, 4724, 28814, 22653, 5551, 14851, 12984, 29973, 23758, 25724, 11622, 38207, 13672, 1829, 11778, 9778, 1211, 47395, 20666, 28814, 11242, 31845, 3660, 5296, 10721, 7435, 11622, 16606, 6055, 7649, 10632, 5551, 3615, 9566, 1829, 11331, 4587, 9673, 7435, 39237, 3615, 11331, 4587, 16247, 3794, 25720, 11331, 4587, 25124, 9778, 9381, 39894, 46152, 10632, 11331, 26108, 9307, 25124, 9778, 9381, 10632, 14739, 39237, 8608, 2407, 16606, 9122, 2304, 2407, 19913, 5172, 9307, 34051, 9122, 9566, 6027, 3555, 9307], "avg_logprob": -0.13291529585656367, "compression_ratio": 2.02, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 141.53, "end": 141.81, "word": "مثلا", "probability": 0.896484375}, {"start": 141.81, "end": 141.95, "word": " لو", "probability": 0.54931640625}, {"start": 141.95, "end": 142.23, "word": " بتتكلم", "probability": 0.781951904296875}, {"start": 142.23, "end": 142.39, "word": " على", "probability": 0.28564453125}, {"start": 142.39, "end": 142.67, "word": " أسعيد", "probability": 0.70672607421875}, {"start": 142.67, "end": 142.85, "word": " إن", "probability": 0.55078125}, {"start": 142.85, "end": 143.09, "word": " أنا", "probability": 0.9150390625}, {"start": 143.09, "end": 143.61, "word": " طالبة", "probability": 0.9820963541666666}, {"start": 143.61, "end": 144.15, "word": " لو", "probability": 0.650390625}, {"start": 144.15, "end": 144.31, "word": " على", "probability": 0.84326171875}, {"start": 144.31, "end": 144.59, "word": " أسعيد", "probability": 0.964599609375}, {"start": 144.59, "end": 144.77, "word": " إن", "probability": 0.80810546875}, {"start": 144.77, "end": 145.01, "word": " أنا", "probability": 0.92041015625}, {"start": 145.01, "end": 145.27, "word": " مثلا", "probability": 0.98681640625}, {"start": 145.27, "end": 145.87, "word": " موظفة", "probability": 0.96982421875}, {"start": 145.87, "end": 146.49, "word": " لازم", "probability": 0.9772135416666666}, {"start": 146.49, "end": 146.73, "word": " لما", "probability": 0.968505859375}, {"start": 146.73, "end": 146.91, "word": " أنا", "probability": 0.8564453125}, {"start": 146.91, "end": 147.53, "word": " أتقاضى", "probability": 0.859326171875}, {"start": 147.53, "end": 148.21, "word": " الراتب", "probability": 0.7985026041666666}, {"start": 148.21, "end": 148.61, "word": " تبعي", "probability": 0.89599609375}, {"start": 148.61, "end": 150.17, "word": " أقططع", "probability": 0.9326171875}, {"start": 150.17, "end": 150.63, "word": " جزء", "probability": 0.9964192708333334}, {"start": 150.63, "end": 151.01, "word": " منه", "probability": 0.996826171875}, {"start": 151.01, "end": 151.73, "word": " للإدخار", "probability": 0.82841796875}, {"start": 151.73, "end": 152.07, "word": " لو", "probability": 0.9677734375}, {"start": 152.07, "end": 152.77, "word": " فكرت", "probability": 0.97216796875}, {"start": 152.77, "end": 153.51, "word": " مستقبلا", "probability": 0.874658203125}, {"start": 153.51, "end": 153.85, "word": " بإني", "probability": 0.7998046875}, {"start": 153.85, "end": 154.67, "word": " أستثمر", "probability": 0.94580078125}, {"start": 154.67, "end": 155.03, "word": " هذا", "probability": 0.9580078125}, {"start": 155.03, "end": 155.39, "word": " الجزء", "probability": 0.9866536458333334}, {"start": 155.39, "end": 156.15, "word": " اللي", "probability": 0.7939453125}, {"start": 156.15, "end": 156.71, "word": " دخلته", "probability": 0.7806396484375}, {"start": 156.71, "end": 157.61, "word": " بالإضافة", "probability": 0.9126953125}, {"start": 157.61, "end": 158.07, "word": " لأجزاء", "probability": 0.969140625}, {"start": 158.07, "end": 158.37, "word": " تانية", "probability": 0.99169921875}, {"start": 158.37, "end": 158.73, "word": " أعطي", "probability": 0.947265625}, {"start": 158.73, "end": 158.97, "word": " حق", "probability": 0.993408203125}, {"start": 158.97, "end": 159.65, "word": " المجتمع", "probability": 0.93896484375}, {"start": 159.65, "end": 160.01, "word": " حق", "probability": 0.807373046875}, {"start": 160.01, "end": 160.45, "word": " الأسرة", "probability": 0.9402669270833334}, {"start": 160.45, "end": 160.87, "word": " حق", "probability": 0.97314453125}, {"start": 160.87, "end": 161.21, "word": " الشخص", "probability": 0.9918619791666666}, {"start": 161.21, "end": 161.53, "word": " بتلبية", "probability": 0.561279296875}, {"start": 161.53, "end": 161.77, "word": " حاجات", "probability": 0.9348958333333334}, {"start": 161.77, "end": 162.33, "word": " الشخصية", "probability": 0.98046875}, {"start": 162.33, "end": 163.43, "word": " أنتم", "probability": 0.78076171875}, {"start": 163.43, "end": 163.99, "word": " سواء", "probability": 0.9695638020833334}, {"start": 163.99, "end": 164.77, "word": " كموظفات", "probability": 0.9905598958333334}, {"start": 164.77, "end": 165.05, "word": " أو", "probability": 0.974609375}, {"start": 165.05, "end": 165.85, "word": " كطالبات", "probability": 0.9857421875}], "temperature": 1.0}, {"id": 8, "seek": 17965, "start": 166.67, "end": 179.65, "text": "متى بتحتاجوا تديروا أموالكم؟ اعطوني مواقف يومية بتسير في حياتكم اليومية طلب منكم الأمر فيها أنكم تديروا أموالكم طب نسأل سميرة", "tokens": [2304, 49975, 39894, 33753, 26108, 14407, 6055, 3215, 13546, 14407, 5551, 2304, 2407, 6027, 24793, 22807, 1975, 3615, 9566, 11536, 1829, 3714, 14407, 4587, 5172, 7251, 20498, 10632, 39894, 3794, 13546, 8978, 11331, 1829, 9307, 24793, 45595, 20498, 10632, 23032, 46152, 9154, 24793, 16247, 29973, 8978, 11296, 14739, 24793, 6055, 3215, 13546, 14407, 5551, 2304, 2407, 6027, 24793, 23032, 3555, 8717, 3794, 10721, 1211, 8608, 2304, 48923], "avg_logprob": -0.1124770227162277, "compression_ratio": 1.7557251908396947, "no_speech_prob": 2.384185791015625e-06, "words": [{"start": 166.67, "end": 167.13, "word": "متى", "probability": 0.960205078125}, {"start": 167.13, "end": 167.99, "word": " بتحتاجوا", "probability": 0.9600830078125}, {"start": 167.99, "end": 168.41, "word": " تديروا", "probability": 0.84967041015625}, {"start": 168.41, "end": 169.11, "word": " أموالكم؟", "probability": 0.8557942708333334}, {"start": 169.11, "end": 169.59, "word": " اعطوني", "probability": 0.84716796875}, {"start": 169.59, "end": 170.29, "word": " مواقف", "probability": 0.9881591796875}, {"start": 170.29, "end": 171.41, "word": " يومية", "probability": 0.99609375}, {"start": 171.41, "end": 172.21, "word": " بتسير", "probability": 0.8165690104166666}, {"start": 172.21, "end": 172.33, "word": " في", "probability": 0.9873046875}, {"start": 172.33, "end": 172.69, "word": " حياتكم", "probability": 0.977294921875}, {"start": 172.69, "end": 173.27, "word": " اليومية", "probability": 0.9972330729166666}, {"start": 173.27, "end": 174.15, "word": " طلب", "probability": 0.98828125}, {"start": 174.15, "end": 174.45, "word": " منكم", "probability": 0.964111328125}, {"start": 174.45, "end": 174.81, "word": " الأمر", "probability": 0.943603515625}, {"start": 174.81, "end": 175.15, "word": " فيها", "probability": 0.992431640625}, {"start": 175.15, "end": 175.49, "word": " أنكم", "probability": 0.760986328125}, {"start": 175.49, "end": 175.85, "word": " تديروا", "probability": 0.958984375}, {"start": 175.85, "end": 176.43, "word": " أموالكم", "probability": 0.93720703125}, {"start": 176.43, "end": 178.01, "word": " طب", "probability": 0.748779296875}, {"start": 178.01, "end": 178.45, "word": " نسأل", "probability": 0.9761962890625}, {"start": 178.45, "end": 179.65, "word": " سميرة", "probability": 0.7019856770833334}], "temperature": 1.0}, {"id": 9, "seek": 21213, "start": 186.47, "end": 212.13, "text": "زمانات الشهير .. في الشهير مصموم .. مصموم من الـ Managestate الاتخار، ذكاء المال، يعني المعاملات وغيرها إذا بتقشط في مشغلاتك يعني أقل سعرك و .. لازم تبقى لازم تبقى لازم تبقى لازم تبقى لازم تبقى لازم تبقى لازم تبقى لازم تبقى لازم تبقى لازم تبقى لازم تبقى لازم تبقى لازم تبقى لازم تبقى لازم تبقى لازم تبقى لازم تبقى لازم تبقى لازم تبقى لازم تبقى لازم تبقى لازم ت", "tokens": [11622, 2304, 7649, 9307, 25124, 3224, 13546, 4386, 8978, 25124, 3224, 13546, 3714, 9381, 2304, 20498, 4386, 3714, 9381, 2304, 20498, 9154, 2423, 39184, 2458, 559, 377, 473, 2423, 9307, 9778, 9640, 12399, 29910, 4117, 16606, 9673, 6027, 12399, 37495, 22653, 9673, 3615, 10943, 1211, 9307, 4032, 17082, 13546, 11296, 11933, 15730, 39894, 4587, 8592, 9566, 8978, 37893, 17082, 1211, 9307, 4117, 37495, 22653, 5551, 4587, 1211, 8608, 3615, 2288, 4117, 4032, 4386, 5296, 31377, 2304, 6055, 3555, 4587, 7578, 5296, 31377, 2304, 6055, 3555, 4587, 7578, 5296, 31377, 2304, 6055, 3555, 4587, 7578, 5296, 31377, 2304, 6055, 3555, 4587, 7578, 5296, 31377, 2304, 6055, 3555, 4587, 7578, 5296, 31377, 2304, 6055, 3555, 4587, 7578, 5296, 31377, 2304, 6055, 3555, 4587, 7578, 5296, 31377, 2304, 6055, 3555, 4587, 7578, 5296, 31377, 2304, 6055, 3555, 4587, 7578, 5296, 31377, 2304, 6055, 3555, 4587, 7578, 5296, 31377, 2304, 6055, 3555, 4587, 7578, 5296, 31377, 2304, 6055, 3555, 4587, 7578, 5296, 31377, 2304, 6055, 3555, 4587, 7578, 5296, 31377, 2304, 6055, 3555, 4587, 7578, 5296, 31377, 2304, 6055, 3555, 4587, 7578, 5296, 31377, 2304, 6055, 3555, 4587, 7578, 5296, 31377, 2304, 6055, 3555, 4587, 7578, 5296, 31377, 2304, 6055, 3555, 4587, 7578, 5296, 31377, 2304, 6055, 3555, 4587, 7578, 5296, 31377, 2304, 6055, 3555, 4587, 7578, 5296, 31377, 2304, 6055, 3555, 4587, 7578, 5296, 31377, 2304, 6055], "avg_logprob": -0.25361111534966363, "compression_ratio": 3.6228571428571428, "no_speech_prob": 1.7285346984863281e-06, "words": [{"start": 186.47, "end": 187.19, "word": "زمانات", "probability": 0.557586669921875}, {"start": 187.19, "end": 187.91, "word": " الشهير", "probability": 0.8429361979166666}, {"start": 187.91, "end": 188.27, "word": " ..", "probability": 0.1951904296875}, {"start": 188.27, "end": 188.53, "word": " في", "probability": 0.19775390625}, {"start": 188.53, "end": 188.97, "word": " الشهير", "probability": 0.9752604166666666}, {"start": 188.97, "end": 189.77, "word": " مصموم", "probability": 0.722900390625}, {"start": 189.77, "end": 189.87, "word": " ..", "probability": 0.2257080078125}, {"start": 189.87, "end": 190.25, "word": " مصموم", "probability": 0.939208984375}, {"start": 190.25, "end": 190.41, "word": " من", "probability": 0.62109375}, {"start": 190.41, "end": 190.53, "word": " الـ", "probability": 0.40850830078125}, {"start": 190.53, "end": 191.15, "word": " Managestate", "probability": 0.59051513671875}, {"start": 191.15, "end": 194.03, "word": " الاتخار،", "probability": 0.695751953125}, {"start": 194.03, "end": 194.27, "word": " ذكاء", "probability": 0.6819254557291666}, {"start": 194.27, "end": 195.23, "word": " المال،", "probability": 0.705322265625}, {"start": 195.23, "end": 195.53, "word": " يعني", "probability": 0.923828125}, {"start": 195.53, "end": 196.39, "word": " المعاملات", "probability": 0.428759765625}, {"start": 196.39, "end": 197.25, "word": " وغيرها", "probability": 0.60443115234375}, {"start": 197.25, "end": 197.59, "word": " إذا", "probability": 0.7047119140625}, {"start": 197.59, "end": 198.03, "word": " بتقشط", "probability": 0.7020263671875}, {"start": 198.03, "end": 198.11, "word": " في", "probability": 0.5634765625}, {"start": 198.11, "end": 198.83, "word": " مشغلاتك", "probability": 0.587451171875}, {"start": 198.83, "end": 199.19, "word": " يعني", "probability": 0.858154296875}, {"start": 199.19, "end": 199.71, "word": " أقل", "probability": 0.24385579427083334}, {"start": 199.71, "end": 200.31, "word": " سعرك", "probability": 0.6033935546875}, {"start": 200.31, "end": 200.83, "word": " و", "probability": 0.857421875}, {"start": 200.83, "end": 201.37, "word": " ..", "probability": 0.13232421875}, {"start": 201.37, "end": 201.91, "word": " لازم", "probability": 0.6632893880208334}, {"start": 201.91, "end": 202.07, "word": " تبقى", "probability": 0.6585693359375}, {"start": 202.07, "end": 202.27, "word": " لازم", "probability": 0.4344889322916667}, {"start": 202.27, "end": 202.43, "word": " تبقى", "probability": 0.951416015625}, {"start": 202.43, "end": 202.43, "word": " لازم", "probability": 0.74365234375}, {"start": 202.43, "end": 202.47, "word": " تبقى", "probability": 0.97705078125}, {"start": 202.47, "end": 202.75, "word": " لازم", "probability": 0.875}, {"start": 202.75, "end": 203.09, "word": " تبقى", "probability": 0.9835205078125}, {"start": 203.09, "end": 203.21, "word": " لازم", "probability": 0.93408203125}, {"start": 203.21, "end": 203.49, "word": " تبقى", "probability": 0.9903564453125}, {"start": 203.49, "end": 203.49, "word": " لازم", "probability": 0.96533203125}, {"start": 203.49, "end": 203.49, "word": " تبقى", "probability": 0.99462890625}, {"start": 203.49, "end": 203.49, "word": " لازم", "probability": 0.9757486979166666}, {"start": 203.49, "end": 203.49, "word": " تبقى", "probability": 0.996337890625}, {"start": 203.49, "end": 203.49, "word": " لازم", "probability": 0.9777018229166666}, {"start": 203.49, "end": 203.49, "word": " تبقى", "probability": 0.9969482421875}, {"start": 203.49, "end": 203.49, "word": " لازم", "probability": 0.9754231770833334}, {"start": 203.49, "end": 203.49, "word": " تبقى", "probability": 0.997314453125}, {"start": 203.49, "end": 203.49, "word": " لازم", "probability": 0.9720052083333334}, {"start": 203.49, "end": 203.67, "word": " تبقى", "probability": 0.9974365234375}, {"start": 203.67, "end": 203.67, "word": " لازم", "probability": 0.9694010416666666}, {"start": 203.67, "end": 203.67, "word": " تبقى", "probability": 0.99755859375}, {"start": 203.67, "end": 203.67, "word": " لازم", "probability": 0.96728515625}, {"start": 203.67, "end": 203.71, "word": " تبقى", "probability": 0.9976806640625}, {"start": 203.71, "end": 203.71, "word": " لازم", "probability": 0.9656575520833334}, {"start": 203.71, "end": 203.71, "word": " تبقى", "probability": 0.997802734375}, {"start": 203.71, "end": 203.71, "word": " لازم", "probability": 0.9656575520833334}, {"start": 203.71, "end": 203.75, "word": " تبقى", "probability": 0.9979248046875}, {"start": 203.75, "end": 203.75, "word": " لازم", "probability": 0.9666341145833334}, {"start": 203.75, "end": 203.77, "word": " تبقى", "probability": 0.997802734375}, {"start": 203.77, "end": 203.77, "word": " لازم", "probability": 0.9684244791666666}, {"start": 203.77, "end": 203.87, "word": " تبقى", "probability": 0.9979248046875}, {"start": 203.87, "end": 204.71, "word": " لازم", "probability": 0.970703125}, {"start": 204.71, "end": 204.71, "word": " تبقى", "probability": 0.9979248046875}, {"start": 204.71, "end": 204.77, "word": " لازم", "probability": 0.9729817708333334}, {"start": 204.77, "end": 204.77, "word": " تبقى", "probability": 0.9979248046875}, {"start": 204.77, "end": 206.01, "word": " لازم", "probability": 0.9752604166666666}, {"start": 206.01, "end": 206.49, "word": " تبقى", "probability": 0.997802734375}, {"start": 206.49, "end": 207.09, "word": " لازم", "probability": 0.9765625}, {"start": 207.09, "end": 207.53, "word": " تبقى", "probability": 0.997802734375}, {"start": 207.53, "end": 207.65, "word": " لازم", "probability": 0.9791666666666666}, {"start": 207.65, "end": 208.15, "word": " تبقى", "probability": 0.99755859375}, {"start": 208.15, "end": 212.13, "word": " لازم", "probability": 0.9793294270833334}, {"start": 212.13, "end": 212.13, "word": " ت", "probability": 0.99609375}], "temperature": 1.0}, {"id": 10, "seek": 23104, "start": 212.94, "end": 231.04, "text": "فهي نفس ال .. يعني الفكرة اللي حكتها أنه كانت أهلي مرتبة مثلا سابق كل شهر، بدي أحاول أوزعه على الاحتياجات اللي محتاجة ليه سواء يومية أو شهرية، الاتزامات اللي عليا، رسوم ال master's، كل شيء بدي أعطيه حقه", "tokens": [5172, 3224, 1829, 8717, 36178, 2423, 4386, 37495, 22653, 27188, 4117, 25720, 13672, 1829, 11331, 4117, 2655, 11296, 14739, 3224, 9122, 7649, 2655, 5551, 3224, 20292, 3714, 43500, 49401, 50113, 15040, 8608, 16758, 4587, 28242, 13412, 3224, 2288, 12399, 4724, 16254, 5551, 5016, 995, 12610, 34051, 11622, 3615, 3224, 15844, 2423, 39319, 31371, 26108, 9307, 13672, 1829, 3714, 33753, 26108, 3660, 32239, 3224, 8608, 2407, 16606, 7251, 20498, 10632, 34051, 13412, 3224, 2288, 10632, 12399, 2423, 9307, 11622, 10943, 9307, 13672, 1829, 11203, 25528, 12399, 12602, 3794, 20498, 2423, 4505, 311, 12399, 28242, 44049, 38207, 4724, 16254, 5551, 3615, 9566, 1829, 3224, 11331, 4587, 3224], "avg_logprob": -0.21108490045902864, "compression_ratio": 1.6872037914691944, "no_speech_prob": 1.1324882507324219e-06, "words": [{"start": 212.94, "end": 213.32, "word": "فهي", "probability": 0.90869140625}, {"start": 213.32, "end": 213.6, "word": " نفس", "probability": 0.99072265625}, {"start": 213.6, "end": 213.84, "word": " ال", "probability": 0.533203125}, {"start": 213.84, "end": 213.98, "word": " ..", "probability": 0.951171875}, {"start": 213.98, "end": 214.2, "word": " يعني", "probability": 0.98193359375}, {"start": 214.2, "end": 214.6, "word": " الفكرة", "probability": 0.8582356770833334}, {"start": 214.6, "end": 214.7, "word": " اللي", "probability": 0.90673828125}, {"start": 214.7, "end": 215.16, "word": " حكتها", "probability": 0.930908203125}, {"start": 215.16, "end": 215.62, "word": " أنه", "probability": 0.6539306640625}, {"start": 215.62, "end": 216.14, "word": " كانت", "probability": 0.7281901041666666}, {"start": 216.14, "end": 216.44, "word": " أهلي", "probability": 0.491455078125}, {"start": 216.44, "end": 217.14, "word": " مرتبة", "probability": 0.8797200520833334}, {"start": 217.14, "end": 217.58, "word": " مثلا", "probability": 0.965576171875}, {"start": 217.58, "end": 217.9, "word": " سابق", "probability": 0.708740234375}, {"start": 217.9, "end": 218.2, "word": " كل", "probability": 0.93408203125}, {"start": 218.2, "end": 218.98, "word": " شهر،", "probability": 0.8843994140625}, {"start": 218.98, "end": 219.2, "word": " بدي", "probability": 0.89208984375}, {"start": 219.2, "end": 219.6, "word": " أحاول", "probability": 0.988525390625}, {"start": 219.6, "end": 220.12, "word": " أوزعه", "probability": 0.81884765625}, {"start": 220.12, "end": 220.28, "word": " على", "probability": 0.85400390625}, {"start": 220.28, "end": 221.44, "word": " الاحتياجات", "probability": 0.89423828125}, {"start": 221.44, "end": 221.6, "word": " اللي", "probability": 0.986572265625}, {"start": 221.6, "end": 222.02, "word": " محتاجة", "probability": 0.8453369140625}, {"start": 222.02, "end": 222.22, "word": " ليه", "probability": 0.6036376953125}, {"start": 222.22, "end": 222.44, "word": " سواء", "probability": 0.9200846354166666}, {"start": 222.44, "end": 222.98, "word": " يومية", "probability": 0.9441731770833334}, {"start": 222.98, "end": 223.16, "word": " أو", "probability": 0.89794921875}, {"start": 223.16, "end": 224.12, "word": " شهرية،", "probability": 0.9796875}, {"start": 224.12, "end": 224.76, "word": " الاتزامات", "probability": 0.7896484375}, {"start": 224.76, "end": 224.94, "word": " اللي", "probability": 0.99462890625}, {"start": 224.94, "end": 226.04, "word": " عليا،", "probability": 0.7786458333333334}, {"start": 226.04, "end": 226.5, "word": " رسوم", "probability": 0.7809244791666666}, {"start": 226.5, "end": 226.66, "word": " ال", "probability": 0.81591796875}, {"start": 226.66, "end": 227.26, "word": " master's،", "probability": 0.4440104166666667}, {"start": 227.26, "end": 227.44, "word": " كل", "probability": 0.317626953125}, {"start": 227.44, "end": 228.76, "word": " شيء", "probability": 0.664794921875}, {"start": 228.76, "end": 229.14, "word": " بدي", "probability": 0.941162109375}, {"start": 229.14, "end": 230.1, "word": " أعطيه", "probability": 0.9587890625}, {"start": 230.1, "end": 231.04, "word": " حقه", "probability": 0.99560546875}], "temperature": 1.0}, {"id": 11, "seek": 25932, "start": 231.32, "end": 259.32, "text": "عشان أنه في أخر الشهر مفلسش تمام، طب هذا بما يتعلق بحياتكم الشخصية، تمام؟ طب لو كنتوا أنتوا مدراء ماليين في مؤسسات معينة، كيف ممكن تديروا هذه الأموال؟ وليش لازم تديروا هذه الأموال؟ لازم تديرها لأنه أنا في النهاية عندي مشاريع كل مشروع اللي مثلا مزانية معينة اللي مزانية معينة، صحيح؟ صحيح، و لازم أمشي عليها مقد خطها، ليش؟ عشان أعتبر يكون المشروع ناجح وحقق أقصى", "tokens": [3615, 8592, 7649, 14739, 3224, 8978, 5551, 34740, 25124, 3224, 2288, 3714, 5172, 1211, 3794, 8592, 46811, 10943, 12399, 23032, 3555, 23758, 4724, 15042, 7251, 2655, 30241, 4587, 4724, 5016, 1829, 9307, 24793, 25124, 9778, 9381, 10632, 12399, 46811, 10943, 22807, 23032, 3555, 45164, 9122, 29399, 14407, 14739, 2655, 14407, 3714, 3215, 2288, 16606, 3714, 6027, 1829, 9957, 8978, 3714, 33604, 3794, 3794, 9307, 20449, 9957, 3660, 12399, 9122, 33911, 3714, 43020, 6055, 3215, 13546, 14407, 29538, 16247, 2304, 2407, 6027, 22807, 4032, 20292, 8592, 5296, 31377, 2304, 6055, 3215, 13546, 14407, 29538, 16247, 2304, 2407, 6027, 22807, 5296, 31377, 2304, 6055, 3215, 13546, 11296, 5296, 33456, 3224, 41850, 8978, 28239, 11296, 10632, 18871, 16254, 37893, 9640, 40228, 28242, 37893, 32887, 3615, 13672, 1829, 50113, 15040, 3714, 11622, 7649, 10632, 20449, 9957, 3660, 13672, 1829, 3714, 11622, 7649, 10632, 20449, 9957, 3660, 12399, 20328, 5016, 1829, 5016, 22807, 20328, 5016, 1829, 5016, 12399, 4032, 5296, 31377, 2304, 5551, 2304, 8592, 1829, 25894, 11296, 3714, 28543, 16490, 9566, 11296, 12399, 32239, 8592, 22807, 6225, 8592, 7649, 5551, 34268, 26890, 7251, 30544, 9673, 8592, 32887, 3615, 8717, 26108, 5016, 4032, 5016, 4587, 4587, 5551, 4587, 9381, 7578], "avg_logprob": -0.17984694288093217, "compression_ratio": 2.162251655629139, "no_speech_prob": 2.104043960571289e-05, "words": [{"start": 231.32, "end": 231.66, "word": "عشان", "probability": 0.9090169270833334}, {"start": 231.66, "end": 231.92, "word": " أنه", "probability": 0.39349365234375}, {"start": 231.92, "end": 232.02, "word": " في", "probability": 0.9462890625}, {"start": 232.02, "end": 232.24, "word": " أخر", "probability": 0.7666015625}, {"start": 232.24, "end": 232.52, "word": " الشهر", "probability": 0.9855143229166666}, {"start": 232.52, "end": 233.16, "word": " مفلسش", "probability": 0.7146484375}, {"start": 233.16, "end": 233.78, "word": " تمام،", "probability": 0.615478515625}, {"start": 233.78, "end": 233.92, "word": " طب", "probability": 0.914794921875}, {"start": 233.92, "end": 234.12, "word": " هذا", "probability": 0.6201171875}, {"start": 234.12, "end": 234.28, "word": " بما", "probability": 0.888427734375}, {"start": 234.28, "end": 234.62, "word": " يتعلق", "probability": 0.9866943359375}, {"start": 234.62, "end": 235.02, "word": " بحياتكم", "probability": 0.8955078125}, {"start": 235.02, "end": 235.68, "word": " الشخصية،", "probability": 0.888623046875}, {"start": 235.68, "end": 236.24, "word": " تمام؟", "probability": 0.8352864583333334}, {"start": 236.24, "end": 236.36, "word": " طب", "probability": 0.957275390625}, {"start": 236.36, "end": 236.5, "word": " لو", "probability": 0.978515625}, {"start": 236.5, "end": 236.86, "word": " كنتوا", "probability": 0.9602864583333334}, {"start": 236.86, "end": 237.14, "word": " أنتوا", "probability": 0.76953125}, {"start": 237.14, "end": 237.58, "word": " مدراء", "probability": 0.8240966796875}, {"start": 237.58, "end": 238.36, "word": " ماليين", "probability": 0.8690185546875}, {"start": 238.36, "end": 238.52, "word": " في", "probability": 0.93017578125}, {"start": 238.52, "end": 239.12, "word": " مؤسسات", "probability": 0.99208984375}, {"start": 239.12, "end": 239.9, "word": " معينة،", "probability": 0.86553955078125}, {"start": 239.9, "end": 240.72, "word": " كيف", "probability": 0.974853515625}, {"start": 240.72, "end": 240.98, "word": " ممكن", "probability": 0.992919921875}, {"start": 240.98, "end": 241.22, "word": " تديروا", "probability": 0.9515380859375}, {"start": 241.22, "end": 241.32, "word": " هذه", "probability": 0.7021484375}, {"start": 241.32, "end": 241.9, "word": " الأموال؟", "probability": 0.92412109375}, {"start": 241.9, "end": 242.14, "word": " وليش", "probability": 0.8250325520833334}, {"start": 242.14, "end": 242.44, "word": " لازم", "probability": 0.9933268229166666}, {"start": 242.44, "end": 242.74, "word": " تديروا", "probability": 0.9715576171875}, {"start": 242.74, "end": 242.86, "word": " هذه", "probability": 0.90966796875}, {"start": 242.86, "end": 245.64, "word": " الأموال؟", "probability": 0.965625}, {"start": 245.64, "end": 246.1, "word": " لازم", "probability": 0.9378255208333334}, {"start": 246.1, "end": 246.42, "word": " تديرها", "probability": 0.8779296875}, {"start": 246.42, "end": 246.78, "word": " لأنه", "probability": 0.6954752604166666}, {"start": 246.78, "end": 246.94, "word": " أنا", "probability": 0.62158203125}, {"start": 246.94, "end": 247.1, "word": " في", "probability": 0.55224609375}, {"start": 247.1, "end": 247.3, "word": " النهاية", "probability": 0.83154296875}, {"start": 247.3, "end": 247.56, "word": " عندي", "probability": 0.833984375}, {"start": 247.56, "end": 248.04, "word": " مشاريع", "probability": 0.8815104166666666}, {"start": 248.04, "end": 248.28, "word": " كل", "probability": 0.48583984375}, {"start": 248.28, "end": 248.66, "word": " مشروع", "probability": 0.9947916666666666}, {"start": 248.66, "end": 248.8, "word": " اللي", "probability": 0.6993408203125}, {"start": 248.8, "end": 249.08, "word": " مثلا", "probability": 0.876953125}, {"start": 249.08, "end": 249.52, "word": " مزانية", "probability": 0.8258056640625}, {"start": 249.52, "end": 250.24, "word": " معينة", "probability": 0.9982096354166666}, {"start": 250.24, "end": 251.3, "word": " اللي", "probability": 0.759765625}, {"start": 251.3, "end": 251.76, "word": " مزانية", "probability": 0.8402099609375}, {"start": 251.76, "end": 252.42, "word": " معينة،", "probability": 0.894287109375}, {"start": 252.42, "end": 252.96, "word": " صحيح؟", "probability": 0.95546875}, {"start": 252.96, "end": 253.2, "word": " صحيح،", "probability": 0.86298828125}, {"start": 253.2, "end": 253.3, "word": " و", "probability": 0.74951171875}, {"start": 253.3, "end": 253.56, "word": " لازم", "probability": 0.8562825520833334}, {"start": 253.56, "end": 253.88, "word": " أمشي", "probability": 0.96875}, {"start": 253.88, "end": 254.12, "word": " عليها", "probability": 0.989013671875}, {"start": 254.12, "end": 254.32, "word": " مقد", "probability": 0.33056640625}, {"start": 254.32, "end": 254.96, "word": " خطها،", "probability": 0.787689208984375}, {"start": 254.96, "end": 255.76, "word": " ليش؟", "probability": 0.7933756510416666}, {"start": 255.76, "end": 256.24, "word": " عشان", "probability": 0.9630533854166666}, {"start": 256.24, "end": 256.7, "word": " أعتبر", "probability": 0.7962239583333334}, {"start": 256.7, "end": 257.12, "word": " يكون", "probability": 0.738037109375}, {"start": 257.12, "end": 257.64, "word": " المشروع", "probability": 0.978515625}, {"start": 257.64, "end": 258.14, "word": " ناجح", "probability": 0.8165690104166666}, {"start": 258.14, "end": 258.84, "word": " وحقق", "probability": 0.8714599609375}, {"start": 258.84, "end": 259.32, "word": " أقصى", "probability": 0.9378662109375}], "temperature": 1.0}, {"id": 12, "seek": 28689, "start": 261.04, "end": 286.9, "text": "لو كان مشروع ربحي بدي أحقق أقصى ربح ممكن صح كلامك بأقل تكليف؟ تمام نسمع منكم لو كنت مدرأ ماليين كيف و ليش ممكن تديله أموالكم؟ مش ضرورة أنك تديله أموالكم؟ فهي تأكد أنه فيه مخصص لكل جزء من الموقع مثلا رواتب أخر الشهر للموظفين ووسائط أشغلية مشاريرية مثلا نفقات استثمارية أو رأس مالية؟ تمام طب في حال لو لم يتم إدارة هذه الأموال", "tokens": [1211, 2407, 25961, 37893, 32887, 3615, 12602, 49628, 1829, 4724, 16254, 5551, 5016, 4587, 4587, 5551, 4587, 9381, 7578, 12602, 49628, 3714, 43020, 20328, 5016, 28242, 10943, 4117, 4724, 10721, 4587, 1211, 6055, 28820, 33911, 22807, 46811, 10943, 8717, 38251, 3615, 9154, 24793, 45164, 9122, 29399, 3714, 3215, 2288, 10721, 3714, 6027, 1829, 9957, 9122, 33911, 4032, 32239, 8592, 3714, 43020, 6055, 16254, 43761, 5551, 2304, 2407, 6027, 24793, 22807, 37893, 48812, 2288, 13063, 3660, 14739, 4117, 6055, 16254, 43761, 5551, 2304, 2407, 6027, 24793, 22807, 6156, 3224, 1829, 6055, 10721, 4117, 3215, 14739, 3224, 8978, 3224, 3714, 9778, 9381, 9381, 5296, 28820, 10874, 11622, 38207, 9154, 9673, 30543, 3615, 50113, 15040, 12602, 2407, 9307, 3555, 5551, 34740, 25124, 3224, 2288, 5296, 19528, 2407, 19913, 5172, 9957, 4032, 41779, 16373, 9566, 5551, 8592, 17082, 1211, 10632, 37893, 9640, 13546, 10632, 50113, 15040, 8717, 5172, 4587, 9307, 44713, 12984, 2304, 9640, 10632, 34051, 12602, 10721, 3794, 3714, 6027, 10632, 22807, 46811, 10943, 23032, 3555, 8978, 11331, 6027, 45164, 32767, 7251, 39237, 11933, 3215, 9640, 3660, 29538, 16247, 2304, 2407, 6027], "avg_logprob": -0.20624999470180935, "compression_ratio": 2.0034246575342465, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 261.04, "end": 261.36, "word": "لو", "probability": 0.98681640625}, {"start": 261.36, "end": 261.58, "word": " كان", "probability": 0.99609375}, {"start": 261.58, "end": 262.02, "word": " مشروع", "probability": 0.99609375}, {"start": 262.02, "end": 262.36, "word": " ربحي", "probability": 0.8445638020833334}, {"start": 262.36, "end": 262.5, "word": " بدي", "probability": 0.6094970703125}, {"start": 262.5, "end": 262.8, "word": " أحقق", "probability": 0.894287109375}, {"start": 262.8, "end": 263.1, "word": " أقصى", "probability": 0.864501953125}, {"start": 263.1, "end": 263.3, "word": " ربح", "probability": 0.987060546875}, {"start": 263.3, "end": 263.66, "word": " ممكن", "probability": 0.988037109375}, {"start": 263.66, "end": 263.94, "word": " صح", "probability": 0.777099609375}, {"start": 263.94, "end": 264.5, "word": " كلامك", "probability": 0.95703125}, {"start": 264.5, "end": 265.02, "word": " بأقل", "probability": 0.8348388671875}, {"start": 265.02, "end": 266.04, "word": " تكليف؟", "probability": 0.68658447265625}, {"start": 266.04, "end": 267.18, "word": " تمام", "probability": 0.94970703125}, {"start": 267.18, "end": 267.8, "word": " نسمع", "probability": 0.89404296875}, {"start": 267.8, "end": 268.02, "word": " منكم", "probability": 0.957275390625}, {"start": 268.02, "end": 268.2, "word": " لو", "probability": 0.96630859375}, {"start": 268.2, "end": 268.42, "word": " كنت", "probability": 0.992919921875}, {"start": 268.42, "end": 268.74, "word": " مدرأ", "probability": 0.732421875}, {"start": 268.74, "end": 269.3, "word": " ماليين", "probability": 0.9478759765625}, {"start": 269.3, "end": 269.98, "word": " كيف", "probability": 0.76708984375}, {"start": 269.98, "end": 270.22, "word": " و", "probability": 0.9189453125}, {"start": 270.22, "end": 270.4, "word": " ليش", "probability": 0.795654296875}, {"start": 270.4, "end": 270.64, "word": " ممكن", "probability": 0.99267578125}, {"start": 270.64, "end": 270.98, "word": " تديله", "probability": 0.8829752604166666}, {"start": 270.98, "end": 272.02, "word": " أموالكم؟", "probability": 0.8858235677083334}, {"start": 272.02, "end": 272.1, "word": " مش", "probability": 0.8681640625}, {"start": 272.1, "end": 272.4, "word": " ضرورة", "probability": 0.77130126953125}, {"start": 272.4, "end": 272.58, "word": " أنك", "probability": 0.539306640625}, {"start": 272.58, "end": 272.78, "word": " تديله", "probability": 0.8408203125}, {"start": 272.78, "end": 273.34, "word": " أموالكم؟", "probability": 0.8553059895833334}, {"start": 273.34, "end": 273.44, "word": " فهي", "probability": 0.5745646158854166}, {"start": 273.44, "end": 273.74, "word": " تأكد", "probability": 0.9002685546875}, {"start": 273.74, "end": 273.96, "word": " أنه", "probability": 0.678466796875}, {"start": 273.96, "end": 274.1, "word": " فيه", "probability": 0.6234130859375}, {"start": 274.1, "end": 274.48, "word": " مخصص", "probability": 0.99072265625}, {"start": 274.48, "end": 274.86, "word": " لكل", "probability": 0.937255859375}, {"start": 274.86, "end": 275.26, "word": " جزء", "probability": 0.9908854166666666}, {"start": 275.26, "end": 275.42, "word": " من", "probability": 0.9873046875}, {"start": 275.42, "end": 275.78, "word": " الموقع", "probability": 0.6279703776041666}, {"start": 275.78, "end": 276.12, "word": " مثلا", "probability": 0.854736328125}, {"start": 276.12, "end": 276.54, "word": " رواتب", "probability": 0.801025390625}, {"start": 276.54, "end": 276.78, "word": " أخر", "probability": 0.87060546875}, {"start": 276.78, "end": 277.22, "word": " الشهر", "probability": 0.9542643229166666}, {"start": 277.22, "end": 278.52, "word": " للموظفين", "probability": 0.9085286458333334}, {"start": 278.52, "end": 279.08, "word": " ووسائط", "probability": 0.693603515625}, {"start": 279.08, "end": 279.54, "word": " أشغلية", "probability": 0.8137451171875}, {"start": 279.54, "end": 280.12, "word": " مشاريرية", "probability": 0.683349609375}, {"start": 280.12, "end": 280.6, "word": " مثلا", "probability": 0.968994140625}, {"start": 280.6, "end": 282.12, "word": " نفقات", "probability": 0.707275390625}, {"start": 282.12, "end": 282.76, "word": " استثمارية", "probability": 0.97314453125}, {"start": 282.76, "end": 283.0, "word": " أو", "probability": 0.87646484375}, {"start": 283.0, "end": 283.2, "word": " رأس", "probability": 0.5636393229166666}, {"start": 283.2, "end": 283.8, "word": " مالية؟", "probability": 0.73809814453125}, {"start": 283.8, "end": 284.4, "word": " تمام", "probability": 0.96337890625}, {"start": 284.4, "end": 284.72, "word": " طب", "probability": 0.7763671875}, {"start": 284.72, "end": 284.86, "word": " في", "probability": 0.943359375}, {"start": 284.86, "end": 285.14, "word": " حال", "probability": 0.988037109375}, {"start": 285.14, "end": 285.32, "word": " لو", "probability": 0.92724609375}, {"start": 285.32, "end": 285.52, "word": " لم", "probability": 0.9794921875}, {"start": 285.52, "end": 285.86, "word": " يتم", "probability": 0.9765625}, {"start": 285.86, "end": 286.26, "word": " إدارة", "probability": 0.98876953125}, {"start": 286.26, "end": 286.4, "word": " هذه", "probability": 0.67822265625}, {"start": 286.4, "end": 286.9, "word": " الأموال", "probability": 0.9708251953125}], "temperature": 1.0}, {"id": 13, "seek": 30617, "start": 288.09, "end": 306.17, "text": "أنا كمدير مالي ما أعطيت يعني ما قمت بالمهم و الواجبات الموكلة لي و ما أحسنت إدارة هذه الأموال ممكن تسيل في اختلاصات اختلاصات صحيح أشياء تانية خسارة خسارة هتضاعف عند الخسارة عجز بالسندوق هتركم عند الديون إلى آخره طيب", "tokens": [10721, 8315, 9122, 2304, 3215, 13546, 3714, 6027, 1829, 19446, 5551, 3615, 9566, 36081, 37495, 22653, 19446, 12174, 2304, 2655, 20666, 2304, 16095, 4032, 2423, 2407, 26108, 3555, 9307, 9673, 2407, 28820, 3660, 32239, 4032, 19446, 5551, 5016, 3794, 29399, 11933, 3215, 9640, 3660, 29538, 16247, 2304, 2407, 6027, 3714, 43020, 6055, 3794, 26895, 8978, 1975, 46456, 1211, 33546, 9307, 1975, 46456, 1211, 33546, 9307, 20328, 5016, 1829, 5016, 5551, 8592, 1829, 16606, 6055, 7649, 10632, 16490, 3794, 9640, 3660, 16490, 3794, 9640, 3660, 8032, 2655, 11242, 45761, 5172, 43242, 33962, 3794, 9640, 3660, 6225, 7435, 11622, 20666, 3794, 41260, 30543, 8032, 2655, 31747, 2304, 43242, 2423, 16254, 11536, 30731, 19753, 34740, 3224, 23032, 1829, 3555], "avg_logprob": -0.17922009158338237, "compression_ratio": 1.9166666666666667, "no_speech_prob": 5.97834587097168e-05, "words": [{"start": 288.09, "end": 288.37, "word": "أنا", "probability": 0.903076171875}, {"start": 288.37, "end": 288.79, "word": " كمدير", "probability": 0.982666015625}, {"start": 288.79, "end": 289.11, "word": " مالي", "probability": 0.9674479166666666}, {"start": 289.11, "end": 289.25, "word": " ما", "probability": 0.90869140625}, {"start": 289.25, "end": 289.69, "word": " أعطيت", "probability": 0.75372314453125}, {"start": 289.69, "end": 290.57, "word": " يعني", "probability": 0.817138671875}, {"start": 290.57, "end": 290.79, "word": " ما", "probability": 0.751953125}, {"start": 290.79, "end": 291.09, "word": " قمت", "probability": 0.8821614583333334}, {"start": 291.09, "end": 291.61, "word": " بالمهم", "probability": 0.8551432291666666}, {"start": 291.61, "end": 291.81, "word": " و", "probability": 0.66259765625}, {"start": 291.81, "end": 292.21, "word": " الواجبات", "probability": 0.96552734375}, {"start": 292.21, "end": 292.71, "word": " الموكلة", "probability": 0.7984619140625}, {"start": 292.71, "end": 292.81, "word": " لي", "probability": 0.94091796875}, {"start": 292.81, "end": 292.91, "word": " و", "probability": 0.93701171875}, {"start": 292.91, "end": 293.03, "word": " ما", "probability": 0.8203125}, {"start": 293.03, "end": 293.57, "word": " أحسنت", "probability": 0.957763671875}, {"start": 293.57, "end": 293.93, "word": " إدارة", "probability": 0.975830078125}, {"start": 293.93, "end": 294.03, "word": " هذه", "probability": 0.6181640625}, {"start": 294.03, "end": 294.57, "word": " الأموال", "probability": 0.96728515625}, {"start": 294.57, "end": 294.81, "word": " ممكن", "probability": 0.753173828125}, {"start": 294.81, "end": 295.11, "word": " تسيل", "probability": 0.3033854166666667}, {"start": 295.11, "end": 295.23, "word": " في", "probability": 0.82568359375}, {"start": 295.23, "end": 296.03, "word": " اختلاصات", "probability": 0.82421875}, {"start": 296.03, "end": 296.91, "word": " اختلاصات", "probability": 0.93857421875}, {"start": 296.91, "end": 297.79, "word": " صحيح", "probability": 0.9254150390625}, {"start": 297.79, "end": 298.93, "word": " أشياء", "probability": 0.870361328125}, {"start": 298.93, "end": 299.31, "word": " تانية", "probability": 0.9892578125}, {"start": 299.31, "end": 299.95, "word": " خسارة", "probability": 0.91943359375}, {"start": 299.95, "end": 300.87, "word": " خسارة", "probability": 0.8443603515625}, {"start": 300.87, "end": 301.71, "word": " هتضاعف", "probability": 0.701220703125}, {"start": 301.71, "end": 301.87, "word": " عند", "probability": 0.9853515625}, {"start": 301.87, "end": 302.39, "word": " الخسارة", "probability": 0.9896240234375}, {"start": 302.39, "end": 302.77, "word": " عجز", "probability": 0.9568684895833334}, {"start": 302.77, "end": 303.33, "word": " بالسندوق", "probability": 0.84588623046875}, {"start": 303.33, "end": 303.83, "word": " هتركم", "probability": 0.89794921875}, {"start": 303.83, "end": 304.09, "word": " عند", "probability": 0.97802734375}, {"start": 304.09, "end": 304.75, "word": " الديون", "probability": 0.772216796875}, {"start": 304.75, "end": 305.15, "word": " إلى", "probability": 0.72119140625}, {"start": 305.15, "end": 305.69, "word": " آخره", "probability": 0.763427734375}, {"start": 305.69, "end": 306.17, "word": " طيب", "probability": 0.9449869791666666}], "temperature": 1.0}, {"id": 14, "seek": 33389, "start": 306.97, "end": 333.89, "text": "هانشو بيحكي ليه؟ بيحكي لإنه اتطورت الإدارة المالية مع اتطور الوضع الاقتصادي والتكنولوجي في العالم حيث أصبحت وظيفة أساسية في تحقيق أهداف المشاريع أي مشروع أنا بدي أبدر فيه، بدي أنفضه، بدي أفكر فيه أول شغلة أو من الأشياء اللي لازم أفكر فيها برضه كيف أنا ممكن أديره مالياً طبعا ليش توطورت مع الوضع الاقتصادي والتكنولوجي؟ لإنه كل ما اتطور وضع الاقتصادي كل ما اتطور وضع التكنولوجي زادت أمور الإدار المالية", "tokens": [3224, 7649, 8592, 2407, 4724, 1829, 5016, 4117, 1829, 32239, 3224, 22807, 4724, 1829, 5016, 4117, 1829, 5296, 28814, 1863, 3224, 1975, 2655, 9566, 13063, 2655, 33688, 3215, 9640, 3660, 9673, 6027, 10632, 20449, 1975, 2655, 9566, 13063, 2423, 2407, 11242, 3615, 42963, 38149, 9381, 995, 16254, 16070, 2655, 19452, 12610, 29245, 1829, 8978, 18863, 45340, 11331, 1829, 12984, 5551, 9381, 3555, 33753, 4032, 19913, 33911, 3660, 5551, 3794, 32277, 10632, 8978, 6055, 5016, 38436, 4587, 5551, 3224, 28259, 5172, 9673, 8592, 9640, 40228, 36632, 37893, 32887, 3615, 41850, 4724, 16254, 5551, 44510, 2288, 8978, 3224, 12399, 4724, 16254, 14739, 5172, 11242, 3224, 12399, 4724, 16254, 5551, 5172, 37983, 8978, 3224, 5551, 12610, 13412, 17082, 37977, 34051, 9154, 16247, 8592, 1829, 16606, 13672, 1829, 5296, 31377, 2304, 5551, 5172, 37983, 8978, 11296, 4724, 43042, 3224, 9122, 33911, 41850, 3714, 43020, 5551, 3215, 13546, 3224, 3714, 6027, 25528, 14111, 23032, 3555, 3615, 995, 32239, 8592, 33427, 9566, 13063, 2655, 20449, 2423, 2407, 11242, 3615, 42963, 38149, 9381, 995, 16254, 16070, 2655, 19452, 12610, 29245, 1829, 22807, 5296, 28814, 1863, 3224, 28242, 19446, 1975, 2655, 9566, 13063, 4032, 11242, 3615, 42963, 38149, 9381, 995, 16254, 28242, 19446, 1975, 2655, 9566, 13063, 4032, 11242, 3615, 16712, 19452, 12610, 29245, 1829, 30767, 18513, 2655, 5551, 2304, 13063, 33688, 3215, 9640, 9673, 6027, 10632], "avg_logprob": -0.09204545200548389, "compression_ratio": 2.4172185430463577, "no_speech_prob": 1.3709068298339844e-06, "words": [{"start": 306.97, "end": 307.37, "word": "هانشو", "probability": 0.7945556640625}, {"start": 307.37, "end": 307.59, "word": " بيحكي", "probability": 0.90517578125}, {"start": 307.59, "end": 307.75, "word": " ليه؟", "probability": 0.9352213541666666}, {"start": 307.75, "end": 307.97, "word": " بيحكي", "probability": 0.98681640625}, {"start": 307.97, "end": 308.25, "word": " لإنه", "probability": 0.69921875}, {"start": 308.25, "end": 308.53, "word": " اتطورت", "probability": 0.92802734375}, {"start": 308.53, "end": 308.77, "word": " الإدارة", "probability": 0.9708251953125}, {"start": 308.77, "end": 309.09, "word": " المالية", "probability": 0.9928385416666666}, {"start": 309.09, "end": 309.23, "word": " مع", "probability": 0.814453125}, {"start": 309.23, "end": 309.59, "word": " اتطور", "probability": 0.8499755859375}, {"start": 309.59, "end": 309.83, "word": " الوضع", "probability": 0.9827880859375}, {"start": 309.83, "end": 310.35, "word": " الاقتصادي", "probability": 0.96015625}, {"start": 310.35, "end": 311.23, "word": " والتكنولوجي", "probability": 0.942138671875}, {"start": 311.23, "end": 311.37, "word": " في", "probability": 0.97607421875}, {"start": 311.37, "end": 311.81, "word": " العالم", "probability": 0.995849609375}, {"start": 311.81, "end": 312.21, "word": " حيث", "probability": 0.9588216145833334}, {"start": 312.21, "end": 312.63, "word": " أصبحت", "probability": 0.9765625}, {"start": 312.63, "end": 313.09, "word": " وظيفة", "probability": 0.996826171875}, {"start": 313.09, "end": 313.59, "word": " أساسية", "probability": 0.98876953125}, {"start": 313.59, "end": 313.75, "word": " في", "probability": 0.94580078125}, {"start": 313.75, "end": 314.05, "word": " تحقيق", "probability": 0.9466552734375}, {"start": 314.05, "end": 314.27, "word": " أهداف", "probability": 0.9793701171875}, {"start": 314.27, "end": 314.73, "word": " المشاريع", "probability": 0.9586181640625}, {"start": 314.73, "end": 315.51, "word": " أي", "probability": 0.7890625}, {"start": 315.51, "end": 316.11, "word": " مشروع", "probability": 0.9933268229166666}, {"start": 316.11, "end": 316.41, "word": " أنا", "probability": 0.8916015625}, {"start": 316.41, "end": 316.91, "word": " بدي", "probability": 0.63671875}, {"start": 316.91, "end": 317.33, "word": " أبدر", "probability": 0.7981770833333334}, {"start": 317.33, "end": 317.69, "word": " فيه،", "probability": 0.9140625}, {"start": 317.69, "end": 317.87, "word": " بدي", "probability": 0.93017578125}, {"start": 317.87, "end": 318.29, "word": " أنفضه،", "probability": 0.72900390625}, {"start": 318.29, "end": 318.43, "word": " بدي", "probability": 0.791015625}, {"start": 318.43, "end": 318.83, "word": " أفكر", "probability": 0.9822591145833334}, {"start": 318.83, "end": 319.33, "word": " فيه", "probability": 0.996826171875}, {"start": 319.33, "end": 319.83, "word": " أول", "probability": 0.7861328125}, {"start": 319.83, "end": 320.25, "word": " شغلة", "probability": 0.97607421875}, {"start": 320.25, "end": 320.57, "word": " أو", "probability": 0.9716796875}, {"start": 320.57, "end": 320.71, "word": " من", "probability": 0.98974609375}, {"start": 320.71, "end": 321.07, "word": " الأشياء", "probability": 0.9969482421875}, {"start": 321.07, "end": 321.19, "word": " اللي", "probability": 0.991943359375}, {"start": 321.19, "end": 321.37, "word": " لازم", "probability": 0.9939778645833334}, {"start": 321.37, "end": 321.69, "word": " أفكر", "probability": 0.96728515625}, {"start": 321.69, "end": 321.89, "word": " فيها", "probability": 0.99169921875}, {"start": 321.89, "end": 322.19, "word": " برضه", "probability": 0.9576822916666666}, {"start": 322.19, "end": 322.95, "word": " كيف", "probability": 0.8095703125}, {"start": 322.95, "end": 323.21, "word": " أنا", "probability": 0.9296875}, {"start": 323.21, "end": 323.59, "word": " ممكن", "probability": 0.991943359375}, {"start": 323.59, "end": 324.25, "word": " أديره", "probability": 0.912109375}, {"start": 324.25, "end": 325.61, "word": " مالياً", "probability": 0.9163818359375}, {"start": 325.61, "end": 326.43, "word": " طبعا", "probability": 0.9632568359375}, {"start": 326.43, "end": 326.63, "word": " ليش", "probability": 0.6346435546875}, {"start": 326.63, "end": 327.19, "word": " توطورت", "probability": 0.7742919921875}, {"start": 327.19, "end": 327.31, "word": " مع", "probability": 0.99462890625}, {"start": 327.31, "end": 327.55, "word": " الوضع", "probability": 0.993896484375}, {"start": 327.55, "end": 328.09, "word": " الاقتصادي", "probability": 0.97744140625}, {"start": 328.09, "end": 328.73, "word": " والتكنولوجي؟", "probability": 0.9229910714285714}, {"start": 328.73, "end": 329.17, "word": " لإنه", "probability": 0.8740234375}, {"start": 329.17, "end": 329.37, "word": " كل", "probability": 0.97998046875}, {"start": 329.37, "end": 329.49, "word": " ما", "probability": 0.96435546875}, {"start": 329.49, "end": 329.83, "word": " اتطور", "probability": 0.9652099609375}, {"start": 329.83, "end": 330.01, "word": " وضع", "probability": 0.8958333333333334}, {"start": 330.01, "end": 330.55, "word": " الاقتصادي", "probability": 0.9517578125}, {"start": 330.55, "end": 330.83, "word": " كل", "probability": 0.332763671875}, {"start": 330.83, "end": 330.95, "word": " ما", "probability": 0.9580078125}, {"start": 330.95, "end": 331.25, "word": " اتطور", "probability": 0.9637451171875}, {"start": 331.25, "end": 331.43, "word": " وضع", "probability": 0.98681640625}, {"start": 331.43, "end": 332.13, "word": " التكنولوجي", "probability": 0.98828125}, {"start": 332.13, "end": 332.77, "word": " زادت", "probability": 0.9544270833333334}, {"start": 332.77, "end": 333.07, "word": " أمور", "probability": 0.9892578125}, {"start": 333.07, "end": 333.39, "word": " الإدار", "probability": 0.9860026041666666}, {"start": 333.39, "end": 333.89, "word": " المالية", "probability": 0.9925130208333334}], "temperature": 1.0}, {"id": 15, "seek": 36066, "start": 335.54, "end": 360.66, "text": "في الوضع الاقتصادي قد تزيد تعقيد في الوضع التكنولوجي قد يطلب من الأمر مواكب تهيأ التكنولوجيا الإدار المالية هي وسيلة لعمل على تحقيق أهداف المشروع فالمشروع الاقتصادي هو مثابت خلية في جسم الاقتصاد القغمي وإن نجاح واستمرار هذا المشروع لابد وأن تحكمه قواعد وأسس نظرية تكون مبنية على أساس علمي وعملي قداش أنا بكون", "tokens": [41185, 2423, 2407, 11242, 3615, 42963, 38149, 9381, 995, 16254, 12174, 3215, 6055, 11622, 25708, 37279, 4587, 25708, 8978, 2423, 2407, 11242, 3615, 16712, 19452, 12610, 29245, 1829, 12174, 3215, 7251, 9566, 46152, 9154, 16247, 29973, 3714, 14407, 4117, 3555, 6055, 3224, 1829, 10721, 16712, 19452, 12610, 29245, 25528, 33688, 3215, 9640, 9673, 6027, 10632, 39896, 46952, 26895, 3660, 5296, 25957, 1211, 15844, 6055, 5016, 38436, 4587, 5551, 3224, 28259, 5172, 9673, 8592, 32887, 3615, 6156, 45340, 8592, 32887, 3615, 42963, 38149, 9381, 995, 16254, 31439, 50113, 16758, 2655, 16490, 1211, 10632, 8978, 10874, 38251, 42963, 38149, 9381, 18513, 25062, 17082, 2304, 1829, 4032, 28814, 1863, 8717, 7435, 39319, 36764, 14851, 29973, 9640, 23758, 9673, 8592, 32887, 3615, 5296, 16758, 3215, 4032, 33456, 6055, 5016, 24793, 3224, 12174, 14407, 22488, 36725, 3794, 3794, 8717, 19913, 2288, 10632, 6055, 30544, 3714, 3555, 1863, 10632, 15844, 5551, 3794, 32277, 11203, 2304, 1829, 4032, 25957, 20292, 12174, 3215, 33599, 41850, 4724, 30544], "avg_logprob": -0.09785155886784196, "compression_ratio": 2.1653846153846152, "no_speech_prob": 3.0994415283203125e-05, "words": [{"start": 335.54, "end": 335.74, "word": "في", "probability": 0.919921875}, {"start": 335.74, "end": 335.94, "word": " الوضع", "probability": 0.97412109375}, {"start": 335.94, "end": 336.3, "word": " الاقتصادي", "probability": 0.91796875}, {"start": 336.3, "end": 336.6, "word": " قد", "probability": 0.8994140625}, {"start": 336.6, "end": 336.82, "word": " تزيد", "probability": 0.9542643229166666}, {"start": 336.82, "end": 337.16, "word": " تعقيد", "probability": 0.89306640625}, {"start": 337.16, "end": 337.26, "word": " في", "probability": 0.58837890625}, {"start": 337.26, "end": 337.8, "word": " الوضع", "probability": 0.9107666015625}, {"start": 337.8, "end": 338.48, "word": " التكنولوجي", "probability": 0.92783203125}, {"start": 338.48, "end": 339.22, "word": " قد", "probability": 0.960205078125}, {"start": 339.22, "end": 339.54, "word": " يطلب", "probability": 0.8606770833333334}, {"start": 339.54, "end": 339.68, "word": " من", "probability": 0.98876953125}, {"start": 339.68, "end": 339.94, "word": " الأمر", "probability": 0.9482421875}, {"start": 339.94, "end": 340.38, "word": " مواكب", "probability": 0.9593505859375}, {"start": 340.38, "end": 340.62, "word": " تهيأ", "probability": 0.77532958984375}, {"start": 340.62, "end": 341.26, "word": " التكنولوجيا", "probability": 0.98095703125}, {"start": 341.26, "end": 342.12, "word": " الإدار", "probability": 0.95458984375}, {"start": 342.12, "end": 342.5, "word": " المالية", "probability": 0.8317057291666666}, {"start": 342.5, "end": 342.62, "word": " هي", "probability": 0.958984375}, {"start": 342.62, "end": 343.02, "word": " وسيلة", "probability": 0.9886067708333334}, {"start": 343.02, "end": 343.36, "word": " لعمل", "probability": 0.8330078125}, {"start": 343.36, "end": 343.5, "word": " على", "probability": 0.93408203125}, {"start": 343.5, "end": 344.04, "word": " تحقيق", "probability": 0.9931640625}, {"start": 344.04, "end": 344.32, "word": " أهداف", "probability": 0.984619140625}, {"start": 344.32, "end": 344.78, "word": " المشروع", "probability": 0.994873046875}, {"start": 344.78, "end": 345.22, "word": " فالمشروع", "probability": 0.97822265625}, {"start": 345.22, "end": 345.72, "word": " الاقتصادي", "probability": 0.96044921875}, {"start": 345.72, "end": 345.88, "word": " هو", "probability": 0.94873046875}, {"start": 345.88, "end": 346.34, "word": " مثابت", "probability": 0.8938802083333334}, {"start": 346.34, "end": 346.8, "word": " خلية", "probability": 0.9889322916666666}, {"start": 346.8, "end": 347.32, "word": " في", "probability": 0.9482421875}, {"start": 347.32, "end": 347.56, "word": " جسم", "probability": 0.996337890625}, {"start": 347.56, "end": 347.94, "word": " الاقتصاد", "probability": 0.97802734375}, {"start": 347.94, "end": 348.46, "word": " القغمي", "probability": 0.746185302734375}, {"start": 348.46, "end": 348.64, "word": " وإن", "probability": 0.9337565104166666}, {"start": 348.64, "end": 349.1, "word": " نجاح", "probability": 0.99072265625}, {"start": 349.1, "end": 349.84, "word": " واستمرار", "probability": 0.83941650390625}, {"start": 349.84, "end": 350.0, "word": " هذا", "probability": 0.97802734375}, {"start": 350.0, "end": 350.7, "word": " المشروع", "probability": 0.982421875}, {"start": 350.7, "end": 351.34, "word": " لابد", "probability": 0.9365234375}, {"start": 351.34, "end": 351.84, "word": " وأن", "probability": 0.798095703125}, {"start": 351.84, "end": 352.42, "word": " تحكمه", "probability": 0.9677734375}, {"start": 352.42, "end": 353.16, "word": " قواعد", "probability": 0.9853515625}, {"start": 353.16, "end": 354.08, "word": " وأسس", "probability": 0.8235677083333334}, {"start": 354.08, "end": 354.74, "word": " نظرية", "probability": 0.94873046875}, {"start": 354.74, "end": 355.54, "word": " تكون", "probability": 0.99267578125}, {"start": 355.54, "end": 356.06, "word": " مبنية", "probability": 0.94677734375}, {"start": 356.06, "end": 356.26, "word": " على", "probability": 0.96435546875}, {"start": 356.26, "end": 356.82, "word": " أساس", "probability": 0.9866536458333334}, {"start": 356.82, "end": 357.44, "word": " علمي", "probability": 0.9373372395833334}, {"start": 357.44, "end": 358.42, "word": " وعملي", "probability": 0.9812825520833334}, {"start": 358.42, "end": 359.32, "word": " قداش", "probability": 0.477783203125}, {"start": 359.32, "end": 359.62, "word": " أنا", "probability": 0.89892578125}, {"start": 359.62, "end": 360.66, "word": " بكون", "probability": 0.9833984375}], "temperature": 1.0}, {"id": 16, "seek": 38505, "start": 361.19, "end": 385.05, "text": "بأدى مهامى على أكمل وجه كمدير مالى أو كموظف بهذه الإدارة المالية قداش أنا بأساهم في مدى تحقيق الأهداف المرجوة تحقيقها من هذا المشروع تمام؟ هدى بالإضافة مثل ما هو مذكور أنه لما أنا أحقق هذه الأهداف يبقى أنا إيش؟ هساهم في تطور اللى هو الاقتصاد القومى على صعيد مجتمعى", "tokens": [3555, 10721, 3215, 7578, 3714, 3224, 10943, 7578, 15844, 5551, 24793, 1211, 49610, 3224, 9122, 2304, 3215, 13546, 3714, 6027, 7578, 34051, 9122, 2304, 2407, 19913, 5172, 39627, 24192, 33688, 3215, 9640, 3660, 9673, 6027, 10632, 12174, 3215, 33599, 41850, 4724, 10721, 3794, 995, 16095, 8978, 3714, 3215, 7578, 6055, 5016, 38436, 4587, 16247, 3224, 28259, 5172, 9673, 47341, 2407, 3660, 6055, 5016, 38436, 4587, 11296, 9154, 23758, 9673, 8592, 32887, 3615, 46811, 10943, 22807, 8032, 3215, 7578, 20666, 28814, 11242, 31845, 3660, 50113, 1211, 19446, 31439, 3714, 8848, 4117, 13063, 14739, 3224, 5296, 15042, 41850, 5551, 5016, 4587, 4587, 29538, 16247, 3224, 28259, 5172, 7251, 3555, 4587, 7578, 41850, 11933, 1829, 8592, 22807, 8032, 3794, 995, 16095, 8978, 6055, 9566, 13063, 13672, 7578, 31439, 42963, 38149, 9381, 18513, 25062, 20498, 7578, 15844, 20328, 3615, 25708, 3714, 7435, 39237, 3615, 7578], "avg_logprob": -0.13336268235260332, "compression_ratio": 1.9958333333333333, "no_speech_prob": 7.808208465576172e-06, "words": [{"start": 361.19, "end": 361.81, "word": "بأدى", "probability": 0.8543701171875}, {"start": 361.81, "end": 362.49, "word": " مهامى", "probability": 0.83447265625}, {"start": 362.49, "end": 362.69, "word": " على", "probability": 0.92138671875}, {"start": 362.69, "end": 363.31, "word": " أكمل", "probability": 0.86279296875}, {"start": 363.31, "end": 363.71, "word": " وجه", "probability": 0.94775390625}, {"start": 363.71, "end": 364.69, "word": " كمدير", "probability": 0.9627685546875}, {"start": 364.69, "end": 365.11, "word": " مالى", "probability": 0.90234375}, {"start": 365.11, "end": 365.45, "word": " أو", "probability": 0.947265625}, {"start": 365.45, "end": 366.17, "word": " كموظف", "probability": 0.98935546875}, {"start": 366.17, "end": 366.63, "word": " بهذه", "probability": 0.6339111328125}, {"start": 366.63, "end": 366.99, "word": " الإدارة", "probability": 0.9468994140625}, {"start": 366.99, "end": 367.45, "word": " المالية", "probability": 0.9812825520833334}, {"start": 367.45, "end": 368.49, "word": " قداش", "probability": 0.6824544270833334}, {"start": 368.49, "end": 368.79, "word": " أنا", "probability": 0.74658203125}, {"start": 368.79, "end": 370.09, "word": " بأساهم", "probability": 0.940625}, {"start": 370.09, "end": 370.47, "word": " في", "probability": 0.634765625}, {"start": 370.47, "end": 370.85, "word": " مدى", "probability": 0.9817708333333334}, {"start": 370.85, "end": 371.75, "word": " تحقيق", "probability": 0.9898681640625}, {"start": 371.75, "end": 372.61, "word": " الأهداف", "probability": 0.984130859375}, {"start": 372.61, "end": 373.23, "word": " المرجوة", "probability": 0.81005859375}, {"start": 373.23, "end": 373.65, "word": " تحقيقها", "probability": 0.861328125}, {"start": 373.65, "end": 373.71, "word": " من", "probability": 0.947265625}, {"start": 373.71, "end": 373.81, "word": " هذا", "probability": 0.7236328125}, {"start": 373.81, "end": 374.45, "word": " المشروع", "probability": 0.982666015625}, {"start": 374.45, "end": 375.23, "word": " تمام؟", "probability": 0.599365234375}, {"start": 375.23, "end": 375.41, "word": " هدى", "probability": 0.7259114583333334}, {"start": 375.41, "end": 375.91, "word": " بالإضافة", "probability": 0.921484375}, {"start": 375.91, "end": 376.15, "word": " مثل", "probability": 0.850830078125}, {"start": 376.15, "end": 376.23, "word": " ما", "probability": 0.93212890625}, {"start": 376.23, "end": 376.37, "word": " هو", "probability": 0.98876953125}, {"start": 376.37, "end": 376.87, "word": " مذكور", "probability": 0.952392578125}, {"start": 376.87, "end": 377.47, "word": " أنه", "probability": 0.789306640625}, {"start": 377.47, "end": 377.93, "word": " لما", "probability": 0.9287109375}, {"start": 377.93, "end": 378.07, "word": " أنا", "probability": 0.8173828125}, {"start": 378.07, "end": 378.43, "word": " أحقق", "probability": 0.968505859375}, {"start": 378.43, "end": 378.61, "word": " هذه", "probability": 0.7998046875}, {"start": 378.61, "end": 379.21, "word": " الأهداف", "probability": 0.984130859375}, {"start": 379.21, "end": 379.59, "word": " يبقى", "probability": 0.909912109375}, {"start": 379.59, "end": 379.75, "word": " أنا", "probability": 0.83349609375}, {"start": 379.75, "end": 380.31, "word": " إيش؟", "probability": 0.8319091796875}, {"start": 380.31, "end": 380.97, "word": " هساهم", "probability": 0.9276123046875}, {"start": 380.97, "end": 381.15, "word": " في", "probability": 0.86376953125}, {"start": 381.15, "end": 381.67, "word": " تطور", "probability": 0.9108072916666666}, {"start": 381.67, "end": 382.21, "word": " اللى", "probability": 0.868896484375}, {"start": 382.21, "end": 382.47, "word": " هو", "probability": 0.962890625}, {"start": 382.47, "end": 383.39, "word": " الاقتصاد", "probability": 0.9835205078125}, {"start": 383.39, "end": 384.03, "word": " القومى", "probability": 0.9654947916666666}, {"start": 384.03, "end": 384.37, "word": " على", "probability": 0.363525390625}, {"start": 384.37, "end": 384.59, "word": " صعيد", "probability": 0.8523763020833334}, {"start": 384.59, "end": 385.05, "word": " مجتمعى", "probability": 0.9109375}], "temperature": 1.0}, {"id": 17, "seek": 40423, "start": 386.45, "end": 404.23, "text": "طيب الإدارة المالية من الكلام اللي حكته في البداية هو عبارة عن إيش؟ بالنسبة للكلام اللي حدث منكم و بارك الله فيها الإدارة المالية هي عصب الحياة لأي إيش مؤسسة استثمار جايان أو دخل مؤسسة يعني استثمار عامل إيش المؤسسة", "tokens": [9566, 1829, 3555, 33688, 3215, 9640, 3660, 9673, 6027, 10632, 9154, 2423, 28820, 10943, 13672, 1829, 11331, 4117, 47395, 8978, 29739, 28259, 10632, 31439, 6225, 3555, 9640, 3660, 18871, 11933, 1829, 8592, 22807, 20666, 1863, 35457, 3660, 24976, 28820, 10943, 13672, 1829, 11331, 3215, 12984, 9154, 24793, 4032, 4724, 9640, 4117, 21984, 8978, 11296, 33688, 3215, 9640, 3660, 9673, 6027, 10632, 39896, 6225, 9381, 3555, 21542, 25528, 3660, 5296, 10721, 1829, 11933, 1829, 8592, 3714, 33604, 3794, 3794, 3660, 44713, 12984, 2304, 9640, 10874, 47302, 7649, 34051, 11778, 9778, 1211, 3714, 33604, 3794, 3794, 3660, 37495, 22653, 44713, 12984, 2304, 9640, 6225, 10943, 1211, 11933, 1829, 8592, 9673, 33604, 3794, 3794, 3660], "avg_logprob": -0.17948009060547415, "compression_ratio": 2.1027027027027025, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 386.45, "end": 387.15, "word": "طيب", "probability": 0.9716796875}, {"start": 387.15, "end": 387.53, "word": " الإدارة", "probability": 0.89111328125}, {"start": 387.53, "end": 388.05, "word": " المالية", "probability": 0.9943033854166666}, {"start": 388.05, "end": 388.49, "word": " من", "probability": 0.75732421875}, {"start": 388.49, "end": 388.93, "word": " الكلام", "probability": 0.9474283854166666}, {"start": 388.93, "end": 389.01, "word": " اللي", "probability": 0.768798828125}, {"start": 389.01, "end": 389.33, "word": " حكته", "probability": 0.85107421875}, {"start": 389.33, "end": 389.43, "word": " في", "probability": 0.92138671875}, {"start": 389.43, "end": 389.89, "word": " البداية", "probability": 0.9918619791666666}, {"start": 389.89, "end": 390.05, "word": " هو", "probability": 0.87353515625}, {"start": 390.05, "end": 390.31, "word": " عبارة", "probability": 0.989990234375}, {"start": 390.31, "end": 390.45, "word": " عن", "probability": 0.98828125}, {"start": 390.45, "end": 390.87, "word": " إيش؟", "probability": 0.7918701171875}, {"start": 390.87, "end": 391.43, "word": " بالنسبة", "probability": 0.718597412109375}, {"start": 391.43, "end": 392.53, "word": " للكلام", "probability": 0.8971354166666666}, {"start": 392.53, "end": 392.63, "word": " اللي", "probability": 0.958251953125}, {"start": 392.63, "end": 393.19, "word": " حدث", "probability": 0.52734375}, {"start": 393.19, "end": 393.43, "word": " منكم", "probability": 0.6156005859375}, {"start": 393.43, "end": 393.53, "word": " و", "probability": 0.334228515625}, {"start": 393.53, "end": 393.77, "word": " بارك", "probability": 0.7732747395833334}, {"start": 393.77, "end": 393.91, "word": " الله", "probability": 0.97021484375}, {"start": 393.91, "end": 394.37, "word": " فيها", "probability": 0.964111328125}, {"start": 394.37, "end": 395.03, "word": " الإدارة", "probability": 0.9815673828125}, {"start": 395.03, "end": 395.45, "word": " المالية", "probability": 0.99560546875}, {"start": 395.45, "end": 395.71, "word": " هي", "probability": 0.94140625}, {"start": 395.71, "end": 396.25, "word": " عصب", "probability": 0.9715169270833334}, {"start": 396.25, "end": 396.95, "word": " الحياة", "probability": 0.9383138020833334}, {"start": 396.95, "end": 397.29, "word": " لأي", "probability": 0.93408203125}, {"start": 397.29, "end": 397.71, "word": " إيش", "probability": 0.76953125}, {"start": 397.71, "end": 398.75, "word": " مؤسسة", "probability": 0.956640625}, {"start": 398.75, "end": 399.83, "word": " استثمار", "probability": 0.69970703125}, {"start": 399.83, "end": 400.41, "word": " جايان", "probability": 0.7537434895833334}, {"start": 400.41, "end": 400.65, "word": " أو", "probability": 0.82470703125}, {"start": 400.65, "end": 401.21, "word": " دخل", "probability": 0.7518717447916666}, {"start": 401.21, "end": 401.67, "word": " مؤسسة", "probability": 0.93525390625}, {"start": 401.67, "end": 401.83, "word": " يعني", "probability": 0.6610107421875}, {"start": 401.83, "end": 402.53, "word": " استثمار", "probability": 0.9510498046875}, {"start": 402.53, "end": 402.93, "word": " عامل", "probability": 0.9388020833333334}, {"start": 402.93, "end": 403.29, "word": " إيش", "probability": 0.9656575520833334}, {"start": 403.29, "end": 404.23, "word": " المؤسسة", "probability": 0.91259765625}], "temperature": 1.0}, {"id": 18, "seek": 42302, "start": 405.64, "end": 423.02, "text": "إدار المالية هي مجموعة من القواعد التي تعمل على دراسة أفضل الطرق الممكنة للحصول على ربح مالي وتوفير القدرة على تمويل كافة المهام التي تتم داخل المنشأة برأيكم أنا بدي أفتح مشروع بدون رئيس مال، بقدر؟", "tokens": [28814, 3215, 9640, 9673, 6027, 10632, 39896, 3714, 7435, 2304, 2407, 27884, 9154, 25062, 14407, 22488, 38392, 6055, 25957, 1211, 15844, 11778, 23557, 3794, 3660, 5551, 5172, 11242, 1211, 41950, 2288, 4587, 9673, 43020, 3660, 24976, 5016, 9381, 12610, 15844, 12602, 49628, 3714, 6027, 1829, 34683, 38688, 13546, 25062, 3215, 25720, 15844, 46811, 2407, 26895, 9122, 31845, 3660, 9673, 3224, 10943, 38392, 6055, 39237, 11778, 47283, 1211, 9673, 1863, 8592, 10721, 3660, 4724, 2288, 10721, 1829, 24793, 41850, 4724, 16254, 5551, 5172, 2655, 5016, 37893, 32887, 3615, 47525, 11536, 12602, 19986, 1829, 3794, 3714, 6027, 12399, 4724, 28543, 2288, 22807], "avg_logprob": -0.07700340287520153, "compression_ratio": 1.8223350253807107, "no_speech_prob": 1.2040138244628906e-05, "words": [{"start": 405.64, "end": 405.98, "word": "إدار", "probability": 0.849609375}, {"start": 405.98, "end": 406.36, "word": " المالية", "probability": 0.9814453125}, {"start": 406.36, "end": 406.52, "word": " هي", "probability": 0.89208984375}, {"start": 406.52, "end": 407.22, "word": " مجموعة", "probability": 0.9732421875}, {"start": 407.22, "end": 407.56, "word": " من", "probability": 0.99609375}, {"start": 407.56, "end": 408.34, "word": " القواعد", "probability": 0.9912109375}, {"start": 408.34, "end": 408.74, "word": " التي", "probability": 0.96240234375}, {"start": 408.74, "end": 409.4, "word": " تعمل", "probability": 0.87939453125}, {"start": 409.4, "end": 409.66, "word": " على", "probability": 0.92041015625}, {"start": 409.66, "end": 410.22, "word": " دراسة", "probability": 0.99267578125}, {"start": 410.22, "end": 410.78, "word": " أفضل", "probability": 0.9971923828125}, {"start": 410.78, "end": 411.14, "word": " الطرق", "probability": 0.9122721354166666}, {"start": 411.14, "end": 411.82, "word": " الممكنة", "probability": 0.9791666666666666}, {"start": 411.82, "end": 412.38, "word": " للحصول", "probability": 0.8880615234375}, {"start": 412.38, "end": 412.5, "word": " على", "probability": 0.92578125}, {"start": 412.5, "end": 412.72, "word": " ربح", "probability": 0.960693359375}, {"start": 412.72, "end": 413.14, "word": " مالي", "probability": 0.95361328125}, {"start": 413.14, "end": 413.98, "word": " وتوفير", "probability": 0.9031575520833334}, {"start": 413.98, "end": 414.54, "word": " القدرة", "probability": 0.9650065104166666}, {"start": 414.54, "end": 414.74, "word": " على", "probability": 0.91943359375}, {"start": 414.74, "end": 415.18, "word": " تمويل", "probability": 0.8250325520833334}, {"start": 415.18, "end": 415.84, "word": " كافة", "probability": 0.97412109375}, {"start": 415.84, "end": 416.32, "word": " المهام", "probability": 0.98291015625}, {"start": 416.32, "end": 416.58, "word": " التي", "probability": 0.96044921875}, {"start": 416.58, "end": 417.02, "word": " تتم", "probability": 0.92041015625}, {"start": 417.02, "end": 417.64, "word": " داخل", "probability": 0.9700520833333334}, {"start": 417.64, "end": 418.34, "word": " المنشأة", "probability": 0.94580078125}, {"start": 418.34, "end": 419.38, "word": " برأيكم", "probability": 0.91015625}, {"start": 419.38, "end": 419.72, "word": " أنا", "probability": 0.5546875}, {"start": 419.72, "end": 419.94, "word": " بدي", "probability": 0.705078125}, {"start": 419.94, "end": 420.24, "word": " أفتح", "probability": 0.9620361328125}, {"start": 420.24, "end": 420.74, "word": " مشروع", "probability": 0.9977213541666666}, {"start": 420.74, "end": 421.56, "word": " بدون", "probability": 0.984375}, {"start": 421.56, "end": 422.02, "word": " رئيس", "probability": 0.9619140625}, {"start": 422.02, "end": 422.52, "word": " مال،", "probability": 0.7939453125}, {"start": 422.52, "end": 423.02, "word": " بقدر؟", "probability": 0.9825439453125}], "temperature": 1.0}, {"id": 19, "seek": 44973, "start": 423.83, "end": 449.73, "text": "بقدر أفتح دا مشروع بدون وجود رأس المال؟ طيب، لو توفر عندي رأس المال وصار من إيديا بدون ما يكون عنده قدرة على إدارة رأس المال هذا، هقدر أكمل مشروعي؟ لأ، طب كيف أنا بدي أدير هذا رأس المال؟ أكيد فيه قواعد وأساس معينة وقوانين معينة بتطلب مني أتبعها لإني أدير هذه الأموال بطريقة لو عن ما احترافية أو هي الأفضل", "tokens": [3555, 28543, 2288, 5551, 5172, 2655, 5016, 11778, 995, 37893, 32887, 3615, 47525, 11536, 49610, 23328, 12602, 10721, 3794, 9673, 6027, 22807, 23032, 1829, 3555, 12399, 45164, 33427, 5172, 2288, 18871, 16254, 12602, 10721, 3794, 9673, 6027, 4032, 9381, 9640, 9154, 11933, 1829, 16254, 995, 47525, 11536, 19446, 7251, 30544, 43242, 3224, 12174, 3215, 25720, 15844, 11933, 3215, 9640, 3660, 12602, 10721, 3794, 9673, 6027, 23758, 12399, 8032, 28543, 2288, 5551, 24793, 1211, 37893, 32887, 3615, 1829, 22807, 5296, 10721, 12399, 23032, 3555, 9122, 33911, 41850, 4724, 16254, 5551, 3215, 13546, 23758, 12602, 10721, 3794, 9673, 6027, 22807, 5551, 4117, 25708, 8978, 3224, 12174, 14407, 22488, 36725, 3794, 32277, 20449, 9957, 3660, 4032, 4587, 2407, 7649, 9957, 20449, 9957, 3660, 39894, 9566, 46152, 9154, 1829, 5551, 2655, 3555, 3615, 11296, 5296, 28814, 22653, 5551, 3215, 13546, 29538, 16247, 2304, 2407, 6027, 4724, 9566, 16572, 28671, 45164, 18871, 19446, 1975, 33753, 23557, 5172, 10632, 34051, 39896, 16247, 5172, 11242, 1211], "avg_logprob": -0.12177734286524355, "compression_ratio": 2.0836501901140685, "no_speech_prob": 9.5367431640625e-07, "words": [{"start": 423.83, "end": 424.17, "word": "بقدر", "probability": 0.94873046875}, {"start": 424.17, "end": 424.35, "word": " أفتح", "probability": 0.93408203125}, {"start": 424.35, "end": 424.45, "word": " دا", "probability": 0.56298828125}, {"start": 424.45, "end": 424.65, "word": " مشروع", "probability": 0.9651692708333334}, {"start": 424.65, "end": 424.85, "word": " بدون", "probability": 0.9951171875}, {"start": 424.85, "end": 425.01, "word": " وجود", "probability": 0.950439453125}, {"start": 425.01, "end": 425.23, "word": " رأس", "probability": 0.97265625}, {"start": 425.23, "end": 426.27, "word": " المال؟", "probability": 0.876953125}, {"start": 426.27, "end": 426.63, "word": " طيب،", "probability": 0.8499755859375}, {"start": 426.63, "end": 426.77, "word": " لو", "probability": 0.98876953125}, {"start": 426.77, "end": 427.19, "word": " توفر", "probability": 0.95751953125}, {"start": 427.19, "end": 427.45, "word": " عندي", "probability": 0.779541015625}, {"start": 427.45, "end": 427.67, "word": " رأس", "probability": 0.9918619791666666}, {"start": 427.67, "end": 428.07, "word": " المال", "probability": 0.99365234375}, {"start": 428.07, "end": 428.43, "word": " وصار", "probability": 0.6873372395833334}, {"start": 428.43, "end": 428.53, "word": " من", "probability": 0.49169921875}, {"start": 428.53, "end": 429.03, "word": " إيديا", "probability": 0.802490234375}, {"start": 429.03, "end": 429.85, "word": " بدون", "probability": 0.964111328125}, {"start": 429.85, "end": 430.13, "word": " ما", "probability": 0.966796875}, {"start": 430.13, "end": 430.41, "word": " يكون", "probability": 0.956298828125}, {"start": 430.41, "end": 430.77, "word": " عنده", "probability": 0.79150390625}, {"start": 430.77, "end": 431.17, "word": " قدرة", "probability": 0.9658203125}, {"start": 431.17, "end": 431.37, "word": " على", "probability": 0.9140625}, {"start": 431.37, "end": 431.93, "word": " إدارة", "probability": 0.995849609375}, {"start": 431.93, "end": 432.19, "word": " رأس", "probability": 0.99072265625}, {"start": 432.19, "end": 432.53, "word": " المال", "probability": 0.99560546875}, {"start": 432.53, "end": 433.21, "word": " هذا،", "probability": 0.79248046875}, {"start": 433.21, "end": 433.63, "word": " هقدر", "probability": 0.86962890625}, {"start": 433.63, "end": 434.01, "word": " أكمل", "probability": 0.95849609375}, {"start": 434.01, "end": 434.87, "word": " مشروعي؟", "probability": 0.97265625}, {"start": 434.87, "end": 435.59, "word": " لأ،", "probability": 0.7482096354166666}, {"start": 435.59, "end": 435.71, "word": " طب", "probability": 0.908447265625}, {"start": 435.71, "end": 435.95, "word": " كيف", "probability": 0.931884765625}, {"start": 435.95, "end": 436.09, "word": " أنا", "probability": 0.93212890625}, {"start": 436.09, "end": 436.21, "word": " بدي", "probability": 0.587158203125}, {"start": 436.21, "end": 436.35, "word": " أدير", "probability": 0.8831380208333334}, {"start": 436.35, "end": 436.51, "word": " هذا", "probability": 0.67724609375}, {"start": 436.51, "end": 436.71, "word": " رأس", "probability": 0.9591471354166666}, {"start": 436.71, "end": 437.35, "word": " المال؟", "probability": 0.9939778645833334}, {"start": 437.35, "end": 437.65, "word": " أكيد", "probability": 0.9835611979166666}, {"start": 437.65, "end": 437.85, "word": " فيه", "probability": 0.76171875}, {"start": 437.85, "end": 438.35, "word": " قواعد", "probability": 0.9695638020833334}, {"start": 438.35, "end": 438.73, "word": " وأساس", "probability": 0.6380208333333334}, {"start": 438.73, "end": 439.19, "word": " معينة", "probability": 0.9957682291666666}, {"start": 439.19, "end": 439.63, "word": " وقوانين", "probability": 0.950390625}, {"start": 439.63, "end": 440.35, "word": " معينة", "probability": 0.9986979166666666}, {"start": 440.35, "end": 441.03, "word": " بتطلب", "probability": 0.7740885416666666}, {"start": 441.03, "end": 441.39, "word": " مني", "probability": 0.95849609375}, {"start": 441.39, "end": 442.23, "word": " أتبعها", "probability": 0.9041015625}, {"start": 442.23, "end": 442.83, "word": " لإني", "probability": 0.8592122395833334}, {"start": 442.83, "end": 443.33, "word": " أدير", "probability": 0.9645182291666666}, {"start": 443.33, "end": 444.27, "word": " هذه", "probability": 0.9619140625}, {"start": 444.27, "end": 444.87, "word": " الأموال", "probability": 0.971435546875}, {"start": 444.87, "end": 445.85, "word": " بطريقة", "probability": 0.9547119140625}, {"start": 445.85, "end": 446.83, "word": " لو", "probability": 0.67236328125}, {"start": 446.83, "end": 447.05, "word": " عن", "probability": 0.97021484375}, {"start": 447.05, "end": 447.33, "word": " ما", "probability": 0.56005859375}, {"start": 447.33, "end": 448.47, "word": " احترافية", "probability": 0.9310546875}, {"start": 448.47, "end": 448.83, "word": " أو", "probability": 0.92822265625}, {"start": 448.83, "end": 449.31, "word": " هي", "probability": 0.92333984375}, {"start": 449.31, "end": 449.73, "word": " الأفضل", "probability": 0.998779296875}], "temperature": 1.0}, {"id": 20, "seek": 48005, "start": 453.95, "end": 480.05, "text": "تعمل على دراسة أفضل الطرق الممكنة لحصول عربي مالي، هنا المقصود لحصول عربي مالي هو الاستثمار، إذا إيش هي الأمور اللي أنا لازم أثير عليها لتحقيق إيش؟ استثمار، طيب الاستثمار بده تمويل، إذا قدرة تمويل كافة مهامها، دي بنسميها إيش؟ بنسميها تمويل، إذا الإدارة المسؤولة عن استثمار وتمويل الأموال، بنسميها إدارة مالية", "tokens": [2655, 25957, 1211, 15844, 11778, 23557, 3794, 3660, 5551, 5172, 11242, 1211, 41950, 2288, 4587, 9673, 43020, 3660, 5296, 5016, 9381, 12610, 6225, 2288, 21292, 3714, 6027, 1829, 12399, 34105, 9673, 4587, 9381, 23328, 5296, 5016, 9381, 12610, 6225, 2288, 21292, 3714, 6027, 1829, 31439, 42963, 14851, 12984, 2304, 9640, 12399, 11933, 15730, 11933, 1829, 8592, 39896, 16247, 2304, 13063, 13672, 1829, 41850, 5296, 31377, 2304, 5551, 12984, 13546, 25894, 11296, 5296, 2655, 5016, 38436, 4587, 11933, 1829, 8592, 22807, 44713, 12984, 2304, 9640, 12399, 23032, 1829, 3555, 42963, 14851, 12984, 2304, 9640, 47525, 3224, 46811, 2407, 26895, 12399, 11933, 15730, 12174, 3215, 25720, 46811, 2407, 26895, 9122, 31845, 3660, 3714, 3224, 10943, 11296, 12399, 11778, 1829, 44945, 38251, 1829, 11296, 11933, 1829, 8592, 22807, 44945, 38251, 1829, 11296, 46811, 2407, 26895, 12399, 11933, 15730, 33688, 3215, 9640, 3660, 9673, 3794, 33604, 12610, 3660, 18871, 44713, 12984, 2304, 9640, 34683, 2304, 2407, 26895, 16247, 2304, 2407, 6027, 12399, 44945, 38251, 1829, 11296, 11933, 3215, 9640, 3660, 3714, 6027, 10632], "avg_logprob": -0.15744485872633318, "compression_ratio": 2.325102880658436, "no_speech_prob": 1.9252300262451172e-05, "words": [{"start": 453.95, "end": 454.43, "word": "تعمل", "probability": 0.7236328125}, {"start": 454.43, "end": 454.61, "word": " على", "probability": 0.92626953125}, {"start": 454.61, "end": 455.05, "word": " دراسة", "probability": 0.982177734375}, {"start": 455.05, "end": 455.49, "word": " أفضل", "probability": 0.96728515625}, {"start": 455.49, "end": 455.99, "word": " الطرق", "probability": 0.89599609375}, {"start": 455.99, "end": 457.57, "word": " الممكنة", "probability": 0.8515625}, {"start": 457.57, "end": 458.51, "word": " لحصول", "probability": 0.9027099609375}, {"start": 458.51, "end": 458.85, "word": " عربي", "probability": 0.5906778971354166}, {"start": 458.85, "end": 459.51, "word": " مالي،", "probability": 0.76593017578125}, {"start": 459.51, "end": 459.75, "word": " هنا", "probability": 0.90185546875}, {"start": 459.75, "end": 460.31, "word": " المقصود", "probability": 0.9722900390625}, {"start": 460.31, "end": 460.69, "word": " لحصول", "probability": 0.91259765625}, {"start": 460.69, "end": 460.95, "word": " عربي", "probability": 0.9860026041666666}, {"start": 460.95, "end": 461.29, "word": " مالي", "probability": 0.95947265625}, {"start": 461.29, "end": 461.47, "word": " هو", "probability": 0.9658203125}, {"start": 461.47, "end": 462.81, "word": " الاستثمار،", "probability": 0.8717447916666666}, {"start": 462.81, "end": 463.61, "word": " إذا", "probability": 0.552978515625}, {"start": 463.61, "end": 463.95, "word": " إيش", "probability": 0.73388671875}, {"start": 463.95, "end": 464.11, "word": " هي", "probability": 0.57958984375}, {"start": 464.11, "end": 464.65, "word": " الأمور", "probability": 0.98974609375}, {"start": 464.65, "end": 464.87, "word": " اللي", "probability": 0.90625}, {"start": 464.87, "end": 465.01, "word": " أنا", "probability": 0.716796875}, {"start": 465.01, "end": 465.37, "word": " لازم", "probability": 0.9558919270833334}, {"start": 465.37, "end": 465.71, "word": " أثير", "probability": 0.8896484375}, {"start": 465.71, "end": 466.03, "word": " عليها", "probability": 0.994384765625}, {"start": 466.03, "end": 466.61, "word": " لتحقيق", "probability": 0.97802734375}, {"start": 466.61, "end": 467.23, "word": " إيش؟", "probability": 0.73846435546875}, {"start": 467.23, "end": 467.97, "word": " استثمار،", "probability": 0.870849609375}, {"start": 467.97, "end": 468.41, "word": " طيب", "probability": 0.9580078125}, {"start": 468.41, "end": 469.17, "word": " الاستثمار", "probability": 0.90712890625}, {"start": 469.17, "end": 469.55, "word": " بده", "probability": 0.69189453125}, {"start": 469.55, "end": 470.45, "word": " تمويل،", "probability": 0.8514404296875}, {"start": 470.45, "end": 470.57, "word": " إذا", "probability": 0.910888671875}, {"start": 470.57, "end": 471.09, "word": " قدرة", "probability": 0.7726236979166666}, {"start": 471.09, "end": 471.57, "word": " تمويل", "probability": 0.9104817708333334}, {"start": 471.57, "end": 471.91, "word": " كافة", "probability": 0.91650390625}, {"start": 471.91, "end": 472.51, "word": " مهامها،", "probability": 0.71357421875}, {"start": 472.51, "end": 472.59, "word": " دي", "probability": 0.80126953125}, {"start": 472.59, "end": 473.15, "word": " بنسميها", "probability": 0.9476318359375}, {"start": 473.15, "end": 473.53, "word": " إيش؟", "probability": 0.919677734375}, {"start": 473.53, "end": 474.13, "word": " بنسميها", "probability": 0.956298828125}, {"start": 474.13, "end": 475.09, "word": " تمويل،", "probability": 0.8956298828125}, {"start": 475.09, "end": 475.31, "word": " إذا", "probability": 0.974365234375}, {"start": 475.31, "end": 475.89, "word": " الإدارة", "probability": 0.836669921875}, {"start": 475.89, "end": 476.41, "word": " المسؤولة", "probability": 0.925390625}, {"start": 476.41, "end": 476.57, "word": " عن", "probability": 0.99267578125}, {"start": 476.57, "end": 477.13, "word": " استثمار", "probability": 0.95849609375}, {"start": 477.13, "end": 477.59, "word": " وتمويل", "probability": 0.82183837890625}, {"start": 477.59, "end": 478.29, "word": " الأموال،", "probability": 0.9576171875}, {"start": 478.29, "end": 478.93, "word": " بنسميها", "probability": 0.976806640625}, {"start": 478.93, "end": 479.53, "word": " إدارة", "probability": 0.9874267578125}, {"start": 479.53, "end": 480.05, "word": " مالية", "probability": 0.9208984375}], "temperature": 1.0}, {"id": 21, "seek": 48715, "start": 480.41, "end": 487.15, "text": "فضّالي استمع، أعطاني كمان ملاحظة على الإدارة مالاقيش محكي ليه، هي أحد وظائف المشروع، تهتم؟", "tokens": [5172, 11242, 11703, 6027, 1829, 44713, 2304, 3615, 12399, 5551, 3615, 9566, 7649, 1829, 9122, 2304, 7649, 3714, 15040, 5016, 19913, 3660, 15844, 33688, 3215, 9640, 3660, 19446, 15040, 38436, 8592, 3714, 5016, 4117, 1829, 32239, 3224, 12399, 39896, 5551, 24401, 4032, 19913, 16373, 5172, 9673, 8592, 32887, 3615, 12399, 6055, 3224, 39237, 22807], "avg_logprob": -0.2896306742321361, "compression_ratio": 1.360655737704918, "no_speech_prob": 1.0371208190917969e-05, "words": [{"start": 480.41, "end": 480.93, "word": "فضّالي", "probability": 0.66455078125}, {"start": 480.93, "end": 481.75, "word": " استمع،", "probability": 0.52679443359375}, {"start": 481.75, "end": 482.47, "word": " أعطاني", "probability": 0.87177734375}, {"start": 482.47, "end": 482.83, "word": " كمان", "probability": 0.8963216145833334}, {"start": 482.83, "end": 483.65, "word": " ملاحظة", "probability": 0.87099609375}, {"start": 483.65, "end": 483.77, "word": " على", "probability": 0.3818359375}, {"start": 483.77, "end": 484.01, "word": " الإدارة", "probability": 0.98486328125}, {"start": 484.01, "end": 484.27, "word": " مالاقيش", "probability": 0.658203125}, {"start": 484.27, "end": 484.55, "word": " محكي", "probability": 0.72589111328125}, {"start": 484.55, "end": 485.05, "word": " ليه،", "probability": 0.76025390625}, {"start": 485.05, "end": 485.21, "word": " هي", "probability": 0.83251953125}, {"start": 485.21, "end": 485.59, "word": " أحد", "probability": 0.9775390625}, {"start": 485.59, "end": 485.95, "word": " وظائف", "probability": 0.9609375}, {"start": 485.95, "end": 486.47, "word": " المشروع،", "probability": 0.9513671875}, {"start": 486.47, "end": 487.15, "word": " تهتم؟", "probability": 0.8770751953125}], "temperature": 1.0}, {"id": 22, "seek": 51754, "start": 488.46, "end": 517.54, "text": "أحد وظائف المشروع تهتم باتخاذ القرارات المتعلقة بالحصول على الأموال بالشكل الأمثل واستثمار هذه الأموال بكفاءة عالية بما يكفل تعظيم القيمة السوقية للشركة أو تعظيم ثروة المساهمين ومن ثم المساهمة في تحقيق الهدف الأسمى للشركة وهو البقاء والنمو والاستمرار طيب، نيجي واحدة واحدة، إيش بيحكيليها تهتم باتخاذ القرارات؟ في نفس الوظائف المشروع، مش الإدارة", "tokens": [10721, 24401, 4032, 19913, 16373, 5172, 9673, 8592, 32887, 3615, 6055, 3224, 39237, 4724, 9307, 9778, 45636, 25062, 2288, 9640, 9307, 9673, 2655, 30241, 28671, 20666, 5016, 9381, 12610, 15844, 16247, 2304, 2407, 6027, 20666, 8592, 28820, 16247, 2304, 12984, 1211, 36764, 14851, 12984, 2304, 9640, 29538, 16247, 2304, 2407, 6027, 4724, 4117, 5172, 16606, 3660, 6225, 6027, 10632, 4724, 15042, 7251, 4117, 5172, 1211, 37279, 19913, 32640, 25062, 32640, 3660, 21136, 30543, 10632, 24976, 8592, 31747, 3660, 34051, 37279, 19913, 32640, 38637, 32887, 3660, 9673, 3794, 995, 16095, 9957, 4032, 27842, 38637, 2304, 9673, 3794, 995, 16095, 3660, 8978, 6055, 5016, 38436, 4587, 2423, 3224, 3215, 5172, 16247, 38251, 7578, 24976, 8592, 31747, 3660, 37037, 2407, 29739, 4587, 16606, 16070, 1863, 2304, 2407, 16070, 995, 14851, 29973, 9640, 23032, 1829, 3555, 12399, 8717, 1829, 7435, 1829, 36764, 24401, 3660, 36764, 24401, 3660, 12399, 11933, 1829, 8592, 4724, 1829, 5016, 4117, 1829, 20292, 11296, 6055, 3224, 39237, 4724, 9307, 9778, 45636, 25062, 2288, 9640, 9307, 22807, 8978, 8717, 36178, 2423, 2407, 19913, 16373, 5172, 9673, 8592, 32887, 3615, 12399, 37893, 33688, 3215, 9640, 3660], "avg_logprob": -0.10168919273324915, "compression_ratio": 2.1972318339100347, "no_speech_prob": 4.947185516357422e-06, "words": [{"start": 488.46, "end": 488.94, "word": "أحد", "probability": 0.9775390625}, {"start": 488.94, "end": 489.36, "word": " وظائف", "probability": 0.9520263671875}, {"start": 489.36, "end": 489.76, "word": " المشروع", "probability": 0.9686279296875}, {"start": 489.76, "end": 490.24, "word": " تهتم", "probability": 0.9806315104166666}, {"start": 490.24, "end": 490.8, "word": " باتخاذ", "probability": 0.96240234375}, {"start": 490.8, "end": 491.54, "word": " القرارات", "probability": 0.9888916015625}, {"start": 491.54, "end": 492.48, "word": " المتعلقة", "probability": 0.965576171875}, {"start": 492.48, "end": 493.04, "word": " بالحصول", "probability": 0.9578857421875}, {"start": 493.04, "end": 493.2, "word": " على", "probability": 0.86376953125}, {"start": 493.2, "end": 493.62, "word": " الأموال", "probability": 0.9794921875}, {"start": 493.62, "end": 494.06, "word": " بالشكل", "probability": 0.94287109375}, {"start": 494.06, "end": 494.54, "word": " الأمثل", "probability": 0.987548828125}, {"start": 494.54, "end": 495.7, "word": " واستثمار", "probability": 0.9451171875}, {"start": 495.7, "end": 495.96, "word": " هذه", "probability": 0.9375}, {"start": 495.96, "end": 496.42, "word": " الأموال", "probability": 0.9754638671875}, {"start": 496.42, "end": 497.2, "word": " بكفاءة", "probability": 0.98935546875}, {"start": 497.2, "end": 497.6, "word": " عالية", "probability": 0.9977213541666666}, {"start": 497.6, "end": 497.88, "word": " بما", "probability": 0.9814453125}, {"start": 497.88, "end": 498.44, "word": " يكفل", "probability": 0.98193359375}, {"start": 498.44, "end": 499.5, "word": " تعظيم", "probability": 0.9954427083333334}, {"start": 499.5, "end": 500.34, "word": " القيمة", "probability": 0.98486328125}, {"start": 500.34, "end": 500.66, "word": " السوقية", "probability": 0.98193359375}, {"start": 500.66, "end": 501.18, "word": " للشركة", "probability": 0.9696044921875}, {"start": 501.18, "end": 501.88, "word": " أو", "probability": 0.97314453125}, {"start": 501.88, "end": 502.76, "word": " تعظيم", "probability": 0.9970703125}, {"start": 502.76, "end": 503.34, "word": " ثروة", "probability": 0.9820963541666666}, {"start": 503.34, "end": 504.04, "word": " المساهمين", "probability": 0.9697265625}, {"start": 504.04, "end": 504.44, "word": " ومن", "probability": 0.949951171875}, {"start": 504.44, "end": 504.78, "word": " ثم", "probability": 0.996826171875}, {"start": 504.78, "end": 505.66, "word": " المساهمة", "probability": 0.97236328125}, {"start": 505.66, "end": 505.74, "word": " في", "probability": 0.98291015625}, {"start": 505.74, "end": 506.1, "word": " تحقيق", "probability": 0.9892578125}, {"start": 506.1, "end": 506.32, "word": " الهدف", "probability": 0.8359375}, {"start": 506.32, "end": 506.78, "word": " الأسمى", "probability": 0.6700846354166666}, {"start": 506.78, "end": 507.48, "word": " للشركة", "probability": 0.9803466796875}, {"start": 507.48, "end": 507.78, "word": " وهو", "probability": 0.889404296875}, {"start": 507.78, "end": 508.36, "word": " البقاء", "probability": 0.9767252604166666}, {"start": 508.36, "end": 509.46, "word": " والنمو", "probability": 0.9573974609375}, {"start": 509.46, "end": 510.3, "word": " والاستمرار", "probability": 0.945703125}, {"start": 510.3, "end": 511.0, "word": " طيب،", "probability": 0.8121337890625}, {"start": 511.0, "end": 511.42, "word": " نيجي", "probability": 0.86572265625}, {"start": 511.42, "end": 511.78, "word": " واحدة", "probability": 0.9578450520833334}, {"start": 511.78, "end": 512.38, "word": " واحدة،", "probability": 0.81591796875}, {"start": 512.38, "end": 512.82, "word": " إيش", "probability": 0.8172200520833334}, {"start": 512.82, "end": 513.38, "word": " بيحكيليها", "probability": 0.8722446986607143}, {"start": 513.38, "end": 514.32, "word": " تهتم", "probability": 0.9163411458333334}, {"start": 514.32, "end": 515.02, "word": " باتخاذ", "probability": 0.9293212890625}, {"start": 515.02, "end": 515.44, "word": " القرارات؟", "probability": 0.95986328125}, {"start": 515.44, "end": 515.44, "word": " في", "probability": 0.05712890625}, {"start": 515.44, "end": 515.74, "word": " نفس", "probability": 0.58050537109375}, {"start": 515.74, "end": 516.3, "word": " الوظائف", "probability": 0.95751953125}, {"start": 516.3, "end": 516.84, "word": " المشروع،", "probability": 0.689306640625}, {"start": 516.84, "end": 516.96, "word": " مش", "probability": 0.82958984375}, {"start": 516.96, "end": 517.54, "word": " الإدارة", "probability": 0.95068359375}], "temperature": 1.0}, {"id": 23, "seek": 54778, "start": 518.3, "end": 547.78, "text": "بتركز على إيه؟ اش تفضلي تهتم باتخاذ القرارات في مقولة مشهورة عندنا، إيش بتقول؟ مالك المال هو مالك القرار والمدير المالي لإنه مطلع على كل ميزانيات المؤسسة وكل إحصائيات المؤسسة المالية وكل معلوماتها المالية هو هيكون إلى دور رئيسي باتخاذ القرار المتعلق بمستقبل المنشأة على المدى القريب أو المدى البعيد أفضل ممكن فيه المؤسسات المدير العام هو نفس المدير المالي", "tokens": [3555, 2655, 31747, 11622, 15844, 11933, 1829, 3224, 22807, 1975, 8592, 6055, 5172, 11242, 20292, 6055, 3224, 39237, 4724, 9307, 9778, 45636, 25062, 2288, 9640, 9307, 8978, 3714, 39648, 3660, 37893, 3224, 13063, 3660, 43242, 8315, 12399, 11933, 1829, 8592, 39894, 39648, 22807, 3714, 6027, 4117, 9673, 6027, 31439, 3714, 6027, 4117, 25062, 2288, 9640, 4032, 45340, 3215, 13546, 9673, 6027, 1829, 5296, 28814, 1863, 3224, 3714, 9566, 1211, 3615, 15844, 28242, 3714, 1829, 11622, 7649, 1829, 9307, 9673, 33604, 3794, 3794, 3660, 4032, 28820, 11933, 5016, 9381, 16373, 1829, 9307, 9673, 33604, 3794, 3794, 3660, 9673, 6027, 10632, 4032, 28820, 20449, 1211, 20498, 9307, 11296, 9673, 6027, 10632, 31439, 39896, 30544, 30731, 11778, 13063, 12602, 19986, 1829, 3794, 1829, 4724, 9307, 9778, 45636, 25062, 2288, 9640, 9673, 2655, 30241, 4587, 4724, 2304, 14851, 4587, 36150, 9673, 1863, 8592, 10721, 3660, 15844, 9673, 3215, 7578, 25062, 16572, 3555, 34051, 9673, 3215, 7578, 29739, 3615, 25708, 5551, 5172, 11242, 1211, 3714, 43020, 8978, 3224, 9673, 33604, 3794, 3794, 9307, 9673, 3215, 13546, 18863, 10943, 31439, 8717, 36178, 9673, 3215, 13546, 9673, 6027, 1829], "avg_logprob": -0.14617486208514438, "compression_ratio": 2.3085106382978724, "no_speech_prob": 6.9141387939453125e-06, "words": [{"start": 518.3, "end": 519.08, "word": "بتركز", "probability": 0.721435546875}, {"start": 519.08, "end": 519.26, "word": " على", "probability": 0.76025390625}, {"start": 519.26, "end": 519.56, "word": " إيه؟", "probability": 0.73419189453125}, {"start": 519.56, "end": 519.56, "word": " اش", "probability": 0.3621826171875}, {"start": 519.56, "end": 520.04, "word": " تفضلي", "probability": 0.72760009765625}, {"start": 520.04, "end": 521.7, "word": " تهتم", "probability": 0.8562825520833334}, {"start": 521.7, "end": 522.26, "word": " باتخاذ", "probability": 0.947021484375}, {"start": 522.26, "end": 522.94, "word": " القرارات", "probability": 0.8822021484375}, {"start": 522.94, "end": 523.32, "word": " في", "probability": 0.80517578125}, {"start": 523.32, "end": 523.98, "word": " مقولة", "probability": 0.904296875}, {"start": 523.98, "end": 524.54, "word": " مشهورة", "probability": 0.9903564453125}, {"start": 524.54, "end": 525.18, "word": " عندنا،", "probability": 0.6840006510416666}, {"start": 525.18, "end": 525.24, "word": " إيش", "probability": 0.7703450520833334}, {"start": 525.24, "end": 526.02, "word": " بتقول؟", "probability": 0.9220377604166666}, {"start": 526.02, "end": 526.32, "word": " مالك", "probability": 0.8880208333333334}, {"start": 526.32, "end": 526.84, "word": " المال", "probability": 0.984375}, {"start": 526.84, "end": 527.4, "word": " هو", "probability": 0.93994140625}, {"start": 527.4, "end": 528.04, "word": " مالك", "probability": 0.9744466145833334}, {"start": 528.04, "end": 528.92, "word": " القرار", "probability": 0.98486328125}, {"start": 528.92, "end": 530.02, "word": " والمدير", "probability": 0.79974365234375}, {"start": 530.02, "end": 530.58, "word": " المالي", "probability": 0.9928385416666666}, {"start": 530.58, "end": 531.04, "word": " لإنه", "probability": 0.8214111328125}, {"start": 531.04, "end": 531.48, "word": " مطلع", "probability": 0.768798828125}, {"start": 531.48, "end": 531.68, "word": " على", "probability": 0.89501953125}, {"start": 531.68, "end": 532.36, "word": " كل", "probability": 0.97998046875}, {"start": 532.36, "end": 532.96, "word": " ميزانيات", "probability": 0.9810384114583334}, {"start": 532.96, "end": 533.54, "word": " المؤسسة", "probability": 0.99755859375}, {"start": 533.54, "end": 533.86, "word": " وكل", "probability": 0.9521484375}, {"start": 533.86, "end": 534.48, "word": " إحصائيات", "probability": 0.9363606770833334}, {"start": 534.48, "end": 534.9, "word": " المؤسسة", "probability": 0.9984375}, {"start": 534.9, "end": 535.22, "word": " المالية", "probability": 0.9957682291666666}, {"start": 535.22, "end": 535.54, "word": " وكل", "probability": 0.972412109375}, {"start": 535.54, "end": 536.1, "word": " معلوماتها", "probability": 0.92197265625}, {"start": 536.1, "end": 536.6, "word": " المالية", "probability": 0.99658203125}, {"start": 536.6, "end": 537.2, "word": " هو", "probability": 0.845703125}, {"start": 537.2, "end": 537.84, "word": " هيكون", "probability": 0.8662109375}, {"start": 537.84, "end": 538.06, "word": " إلى", "probability": 0.419677734375}, {"start": 538.06, "end": 538.28, "word": " دور", "probability": 0.97216796875}, {"start": 538.28, "end": 539.02, "word": " رئيسي", "probability": 0.9970703125}, {"start": 539.02, "end": 539.9, "word": " باتخاذ", "probability": 0.9798583984375}, {"start": 539.9, "end": 540.42, "word": " القرار", "probability": 0.9869791666666666}, {"start": 540.42, "end": 541.36, "word": " المتعلق", "probability": 0.9798583984375}, {"start": 541.36, "end": 542.32, "word": " بمستقبل", "probability": 0.9857421875}, {"start": 542.32, "end": 543.0, "word": " المنشأة", "probability": 0.81083984375}, {"start": 543.0, "end": 543.2, "word": " على", "probability": 0.955078125}, {"start": 543.2, "end": 543.52, "word": " المدى", "probability": 0.8935546875}, {"start": 543.52, "end": 543.9, "word": " القريب", "probability": 0.9912109375}, {"start": 543.9, "end": 544.08, "word": " أو", "probability": 0.96923828125}, {"start": 544.08, "end": 544.4, "word": " المدى", "probability": 0.9796549479166666}, {"start": 544.4, "end": 544.6, "word": " البعيد", "probability": 0.8291015625}, {"start": 544.6, "end": 544.76, "word": " أفضل", "probability": 0.5350341796875}, {"start": 544.76, "end": 545.0, "word": " ممكن", "probability": 0.4365234375}, {"start": 545.0, "end": 545.3, "word": " فيه", "probability": 0.949462890625}, {"start": 545.3, "end": 545.92, "word": " المؤسسات", "probability": 0.8474609375}, {"start": 545.92, "end": 546.3, "word": " المدير", "probability": 0.8660481770833334}, {"start": 546.3, "end": 546.66, "word": " العام", "probability": 0.955322265625}, {"start": 546.66, "end": 546.8, "word": " هو", "probability": 0.98828125}, {"start": 546.8, "end": 547.04, "word": " نفس", "probability": 0.987548828125}, {"start": 547.04, "end": 547.34, "word": " المدير", "probability": 0.9923502604166666}, {"start": 547.34, "end": 547.78, "word": " المالي", "probability": 0.9959309895833334}], "temperature": 1.0}, {"id": 24, "seek": 57627, "start": 548.79, "end": 576.27, "text": "كثير من المؤسسات بتقولك المدير العام هو المدير المالي ليش ضروري؟ عشان يحسن استثمار هذه الأموال بطريقة تحقق الربح طب أنا ليش ده أحقق ربح؟ لإنه في ناس حطت رؤوس أموال أنا لما أعطاك رأس المالها ده بدي اتضاعف ليها، تستثمر ليها، صح؟ هدى بالإضافة إن أنا بدي شركتي أتظل عايش مستمرة لإنه بدون أموال ماحق أقدر أحافظ على بقاء ديمومة على حياة هذه الشركة طيب", "tokens": [4117, 12984, 13546, 9154, 9673, 33604, 3794, 3794, 9307, 39894, 39648, 4117, 9673, 3215, 13546, 18863, 10943, 31439, 9673, 3215, 13546, 9673, 6027, 1829, 32239, 8592, 48812, 2288, 13063, 1829, 22807, 6225, 8592, 7649, 7251, 5016, 3794, 1863, 44713, 12984, 2304, 9640, 29538, 16247, 2304, 2407, 6027, 4724, 9566, 16572, 28671, 6055, 5016, 4587, 4587, 2423, 25513, 5016, 23032, 3555, 41850, 32239, 8592, 11778, 3224, 5551, 5016, 4587, 4587, 12602, 49628, 22807, 5296, 28814, 1863, 3224, 8978, 8717, 32277, 11331, 9566, 2655, 12602, 33604, 41779, 5551, 2304, 2407, 6027, 41850, 5296, 15042, 5551, 3615, 9566, 995, 4117, 12602, 10721, 3794, 9673, 6027, 11296, 11778, 3224, 4724, 16254, 1975, 2655, 11242, 45761, 5172, 32239, 11296, 12399, 6055, 14851, 12984, 29973, 32239, 11296, 12399, 20328, 5016, 22807, 8032, 3215, 7578, 20666, 28814, 11242, 31845, 3660, 36145, 41850, 4724, 16254, 13412, 31747, 31371, 5551, 2655, 19913, 1211, 6225, 47302, 8592, 3714, 14851, 2304, 25720, 5296, 28814, 1863, 3224, 47525, 11536, 5551, 2304, 2407, 6027, 19446, 5016, 4587, 5551, 28543, 2288, 5551, 5016, 31845, 19913, 15844, 4724, 4587, 16606, 11778, 32640, 20498, 3660, 15844, 11331, 25528, 3660, 29538, 25124, 31747, 3660, 23032, 1829, 3555], "avg_logprob": -0.18488220519420365, "compression_ratio": 2.0833333333333335, "no_speech_prob": 2.9802322387695312e-06, "words": [{"start": 548.79, "end": 549.07, "word": "كثير", "probability": 0.6702473958333334}, {"start": 549.07, "end": 549.19, "word": " من", "probability": 0.7666015625}, {"start": 549.19, "end": 549.67, "word": " المؤسسات", "probability": 0.96669921875}, {"start": 549.67, "end": 550.01, "word": " بتقولك", "probability": 0.4834798177083333}, {"start": 550.01, "end": 550.35, "word": " المدير", "probability": 0.94091796875}, {"start": 550.35, "end": 550.69, "word": " العام", "probability": 0.9375}, {"start": 550.69, "end": 550.95, "word": " هو", "probability": 0.97705078125}, {"start": 550.95, "end": 551.35, "word": " المدير", "probability": 0.9700520833333334}, {"start": 551.35, "end": 551.89, "word": " المالي", "probability": 0.7122395833333334}, {"start": 551.89, "end": 552.65, "word": " ليش", "probability": 0.76123046875}, {"start": 552.65, "end": 552.99, "word": " ضروري؟", "probability": 0.84990234375}, {"start": 552.99, "end": 553.17, "word": " عشان", "probability": 0.9767252604166666}, {"start": 553.17, "end": 553.69, "word": " يحسن", "probability": 0.9881591796875}, {"start": 553.69, "end": 554.27, "word": " استثمار", "probability": 0.97802734375}, {"start": 554.27, "end": 554.45, "word": " هذه", "probability": 0.7236328125}, {"start": 554.45, "end": 554.89, "word": " الأموال", "probability": 0.9669189453125}, {"start": 554.89, "end": 556.11, "word": " بطريقة", "probability": 0.8980712890625}, {"start": 556.11, "end": 556.57, "word": " تحقق", "probability": 0.833740234375}, {"start": 556.57, "end": 556.99, "word": " الربح", "probability": 0.8094075520833334}, {"start": 556.99, "end": 557.23, "word": " طب", "probability": 0.87060546875}, {"start": 557.23, "end": 557.35, "word": " أنا", "probability": 0.8525390625}, {"start": 557.35, "end": 557.49, "word": " ليش", "probability": 0.9892578125}, {"start": 557.49, "end": 557.57, "word": " ده", "probability": 0.7265625}, {"start": 557.57, "end": 557.85, "word": " أحقق", "probability": 0.8658447265625}, {"start": 557.85, "end": 558.51, "word": " ربح؟", "probability": 0.8902994791666666}, {"start": 558.51, "end": 558.85, "word": " لإنه", "probability": 0.7984619140625}, {"start": 558.85, "end": 558.97, "word": " في", "probability": 0.87841796875}, {"start": 558.97, "end": 559.41, "word": " ناس", "probability": 0.978515625}, {"start": 559.41, "end": 559.85, "word": " حطت", "probability": 0.9801432291666666}, {"start": 559.85, "end": 560.17, "word": " رؤوس", "probability": 0.9840494791666666}, {"start": 560.17, "end": 560.63, "word": " أموال", "probability": 0.9656982421875}, {"start": 560.63, "end": 560.85, "word": " أنا", "probability": 0.837890625}, {"start": 560.85, "end": 561.09, "word": " لما", "probability": 0.9404296875}, {"start": 561.09, "end": 561.47, "word": " أعطاك", "probability": 0.9390625}, {"start": 561.47, "end": 561.69, "word": " رأس", "probability": 0.9607747395833334}, {"start": 561.69, "end": 562.13, "word": " المالها", "probability": 0.7315673828125}, {"start": 562.13, "end": 562.25, "word": " ده", "probability": 0.92138671875}, {"start": 562.25, "end": 562.65, "word": " بدي", "probability": 0.769775390625}, {"start": 562.65, "end": 563.45, "word": " اتضاعف", "probability": 0.72822265625}, {"start": 563.45, "end": 564.15, "word": " ليها،", "probability": 0.5597330729166666}, {"start": 564.15, "end": 564.71, "word": " تستثمر", "probability": 0.9931640625}, {"start": 564.71, "end": 565.51, "word": " ليها،", "probability": 0.8214518229166666}, {"start": 565.51, "end": 566.23, "word": " صح؟", "probability": 0.9754231770833334}, {"start": 566.23, "end": 566.49, "word": " هدى", "probability": 0.6902669270833334}, {"start": 566.49, "end": 566.93, "word": " بالإضافة", "probability": 0.90986328125}, {"start": 566.93, "end": 567.07, "word": " إن", "probability": 0.69384765625}, {"start": 567.07, "end": 567.21, "word": " أنا", "probability": 0.86181640625}, {"start": 567.21, "end": 567.57, "word": " بدي", "probability": 0.803466796875}, {"start": 567.57, "end": 568.49, "word": " شركتي", "probability": 0.9964192708333334}, {"start": 568.49, "end": 568.77, "word": " أتظل", "probability": 0.61517333984375}, {"start": 568.77, "end": 569.19, "word": " عايش", "probability": 0.8234049479166666}, {"start": 569.19, "end": 569.87, "word": " مستمرة", "probability": 0.8682861328125}, {"start": 569.87, "end": 570.21, "word": " لإنه", "probability": 0.8846435546875}, {"start": 570.21, "end": 570.43, "word": " بدون", "probability": 0.997802734375}, {"start": 570.43, "end": 570.89, "word": " أموال", "probability": 0.9573974609375}, {"start": 570.89, "end": 571.27, "word": " ماحق", "probability": 0.7433268229166666}, {"start": 571.27, "end": 571.49, "word": " أقدر", "probability": 0.8689778645833334}, {"start": 571.49, "end": 571.97, "word": " أحافظ", "probability": 0.9794921875}, {"start": 571.97, "end": 572.15, "word": " على", "probability": 0.9599609375}, {"start": 572.15, "end": 572.63, "word": " بقاء", "probability": 0.8697916666666666}, {"start": 572.63, "end": 573.27, "word": " ديمومة", "probability": 0.6214599609375}, {"start": 573.27, "end": 573.43, "word": " على", "probability": 0.93798828125}, {"start": 573.43, "end": 573.77, "word": " حياة", "probability": 0.9747721354166666}, {"start": 573.77, "end": 573.95, "word": " هذه", "probability": 0.50390625}, {"start": 573.95, "end": 574.43, "word": " الشركة", "probability": 0.99462890625}, {"start": 574.43, "end": 576.27, "word": " طيب", "probability": 0.8938802083333334}], "temperature": 1.0}, {"id": 25, "seek": 60552, "start": 577.88, "end": 605.52, "text": "فيه قرارات متعلقة من إدارة المالية إن أن هي أحد وظائف المشروع هي الـ Financial Management تهتم باتخاذ القرار متعلق بـ «الحصول على الأموال» اللي هي التوين استثمار الأموال واستخدامها وتعظيم تروة المساهمين اللي هم ملاك المؤسسة يحصلوا على أرباح لهدف أخرى اللي هي بقاءه النمو والاستماع. تفضلي", "tokens": [41185, 3224, 12174, 2288, 9640, 9307, 44650, 30241, 28671, 9154, 11933, 3215, 9640, 3660, 9673, 6027, 10632, 36145, 14739, 39896, 5551, 24401, 4032, 19913, 16373, 5172, 9673, 8592, 32887, 3615, 39896, 2423, 39184, 25560, 14781, 6055, 3224, 39237, 4724, 9307, 9778, 45636, 25062, 2288, 9640, 44650, 30241, 4587, 4724, 39184, 4657, 6027, 5016, 9381, 12610, 15844, 16247, 2304, 2407, 6027, 5933, 13672, 1829, 39896, 16712, 2407, 9957, 44713, 12984, 2304, 9640, 16247, 2304, 2407, 6027, 4032, 995, 14851, 9778, 3215, 10943, 11296, 4032, 2655, 3615, 19913, 32640, 6055, 32887, 3660, 9673, 3794, 995, 16095, 9957, 13672, 1829, 8032, 2304, 3714, 15040, 4117, 9673, 33604, 3794, 3794, 3660, 7251, 5016, 36520, 14407, 15844, 5551, 25513, 39319, 46740, 3215, 5172, 5551, 34740, 7578, 13672, 1829, 39896, 4724, 4587, 16606, 3224, 28239, 2304, 2407, 16070, 995, 14851, 15042, 3615, 13, 6055, 5172, 11242, 20292], "avg_logprob": -0.22513204130908132, "compression_ratio": 1.797872340425532, "no_speech_prob": 1.7881393432617188e-06, "words": [{"start": 577.88, "end": 578.28, "word": "فيه", "probability": 0.768798828125}, {"start": 578.28, "end": 578.76, "word": " قرارات", "probability": 0.7724609375}, {"start": 578.76, "end": 579.28, "word": " متعلقة", "probability": 0.9855143229166666}, {"start": 579.28, "end": 579.36, "word": " من", "probability": 0.409912109375}, {"start": 579.36, "end": 579.68, "word": " إدارة", "probability": 0.865234375}, {"start": 579.68, "end": 580.0, "word": " المالية", "probability": 0.9925130208333334}, {"start": 580.0, "end": 582.86, "word": " إن", "probability": 0.09100341796875}, {"start": 582.86, "end": 583.0, "word": " أن", "probability": 0.384765625}, {"start": 583.0, "end": 583.14, "word": " هي", "probability": 0.70849609375}, {"start": 583.14, "end": 583.68, "word": " أحد", "probability": 0.969482421875}, {"start": 583.68, "end": 584.82, "word": " وظائف", "probability": 0.8489990234375}, {"start": 584.82, "end": 585.52, "word": " المشروع", "probability": 0.987060546875}, {"start": 585.52, "end": 586.12, "word": " هي", "probability": 0.71240234375}, {"start": 586.12, "end": 586.28, "word": " الـ", "probability": 0.932861328125}, {"start": 586.28, "end": 586.66, "word": " Financial", "probability": 0.7880859375}, {"start": 586.66, "end": 587.72, "word": " Management", "probability": 0.8662109375}, {"start": 587.72, "end": 588.68, "word": " تهتم", "probability": 0.9274088541666666}, {"start": 588.68, "end": 589.24, "word": " باتخاذ", "probability": 0.9266357421875}, {"start": 589.24, "end": 589.88, "word": " القرار", "probability": 0.5943603515625}, {"start": 589.88, "end": 590.46, "word": " متعلق", "probability": 0.98681640625}, {"start": 590.46, "end": 590.76, "word": " بـ", "probability": 0.52099609375}, {"start": 590.76, "end": 591.76, "word": " «الحصول", "probability": 0.8096435546875}, {"start": 591.76, "end": 591.86, "word": " على", "probability": 0.88330078125}, {"start": 591.86, "end": 592.42, "word": " الأموال»", "probability": 0.9734375}, {"start": 592.42, "end": 592.56, "word": " اللي", "probability": 0.80029296875}, {"start": 592.56, "end": 592.68, "word": " هي", "probability": 0.93896484375}, {"start": 592.68, "end": 593.24, "word": " التوين", "probability": 0.7871907552083334}, {"start": 593.24, "end": 594.78, "word": " استثمار", "probability": 0.8690185546875}, {"start": 594.78, "end": 595.22, "word": " الأموال", "probability": 0.9722900390625}, {"start": 595.22, "end": 596.28, "word": " واستخدامها", "probability": 0.8443080357142857}, {"start": 596.28, "end": 597.88, "word": " وتعظيم", "probability": 0.827783203125}, {"start": 597.88, "end": 598.28, "word": " تروة", "probability": 0.6969401041666666}, {"start": 598.28, "end": 599.02, "word": " المساهمين", "probability": 0.9302734375}, {"start": 599.02, "end": 599.2, "word": " اللي", "probability": 0.99462890625}, {"start": 599.2, "end": 599.4, "word": " هم", "probability": 0.90087890625}, {"start": 599.4, "end": 599.86, "word": " ملاك", "probability": 0.5066731770833334}, {"start": 599.86, "end": 600.4, "word": " المؤسسة", "probability": 0.9822265625}, {"start": 600.4, "end": 600.86, "word": " يحصلوا", "probability": 0.9866943359375}, {"start": 600.86, "end": 601.14, "word": " على", "probability": 0.89990234375}, {"start": 601.14, "end": 601.96, "word": " أرباح", "probability": 0.9866536458333334}, {"start": 601.96, "end": 602.48, "word": " لهدف", "probability": 0.9044596354166666}, {"start": 602.48, "end": 602.92, "word": " أخرى", "probability": 0.8922526041666666}, {"start": 602.92, "end": 602.94, "word": " اللي", "probability": 0.83984375}, {"start": 602.94, "end": 603.04, "word": " هي", "probability": 0.77392578125}, {"start": 603.04, "end": 603.46, "word": " بقاءه", "probability": 0.8111572265625}, {"start": 603.46, "end": 603.86, "word": " النمو", "probability": 0.720458984375}, {"start": 603.86, "end": 604.58, "word": " والاستماع.", "probability": 0.81259765625}, {"start": 605.02, "end": 605.52, "word": " تفضلي", "probability": 0.844482421875}], "temperature": 1.0}, {"id": 26, "seek": 63562, "start": 608.38, "end": 635.62, "text": "في عندي مجموعة من القرارات المتعلقة بالإدارة المالية مش احنا حكينا مالك المال، مالق القرار والمدير المالي بيلعب دور رئيسي في اتخاذ قرارات متعلقة بمصلحة المنشأة بمصلحة المؤسسة أو المشروع على المدى القريب أو البعيد، صح؟ فهي القرارات، هنتكلم عن أول قرار فيها اللي هو إيش، قرار الاستثمار قرار الاستثمار، شو يعني باللغة؟ Investment", "tokens": [41185, 18871, 16254, 3714, 7435, 2304, 2407, 27884, 9154, 25062, 2288, 9640, 9307, 9673, 2655, 30241, 28671, 20666, 28814, 3215, 9640, 3660, 9673, 6027, 10632, 37893, 1975, 5016, 8315, 11331, 4117, 1829, 8315, 3714, 6027, 4117, 9673, 6027, 12399, 3714, 6027, 4587, 25062, 2288, 9640, 4032, 45340, 3215, 13546, 9673, 6027, 1829, 4724, 26895, 3615, 3555, 11778, 13063, 12602, 19986, 1829, 3794, 1829, 8978, 1975, 2655, 9778, 45636, 12174, 2288, 9640, 9307, 44650, 30241, 28671, 4724, 2304, 36520, 5016, 3660, 9673, 1863, 8592, 10721, 3660, 4724, 2304, 36520, 5016, 3660, 9673, 33604, 3794, 3794, 3660, 34051, 9673, 8592, 32887, 3615, 15844, 9673, 3215, 7578, 25062, 16572, 3555, 34051, 29739, 3615, 25708, 12399, 20328, 5016, 22807, 6156, 3224, 1829, 25062, 2288, 9640, 9307, 12399, 8032, 29399, 4117, 19528, 18871, 5551, 12610, 12174, 2288, 9640, 8978, 11296, 13672, 1829, 31439, 11933, 1829, 8592, 12399, 12174, 2288, 9640, 42963, 14851, 12984, 2304, 9640, 12174, 2288, 9640, 42963, 14851, 12984, 2304, 9640, 12399, 13412, 2407, 37495, 22653, 20666, 1211, 17082, 3660, 22807, 43427], "avg_logprob": -0.14788602835991804, "compression_ratio": 2.1418181818181816, "no_speech_prob": 8.940696716308594e-07, "words": [{"start": 608.38, "end": 608.62, "word": "في", "probability": 0.84326171875}, {"start": 608.62, "end": 609.04, "word": " عندي", "probability": 0.87451171875}, {"start": 609.04, "end": 610.62, "word": " مجموعة", "probability": 0.95029296875}, {"start": 610.62, "end": 611.12, "word": " من", "probability": 0.98974609375}, {"start": 611.12, "end": 611.84, "word": " القرارات", "probability": 0.9931640625}, {"start": 611.84, "end": 612.68, "word": " المتعلقة", "probability": 0.9403076171875}, {"start": 612.68, "end": 614.06, "word": " بالإدارة", "probability": 0.96533203125}, {"start": 614.06, "end": 614.58, "word": " المالية", "probability": 0.9951171875}, {"start": 614.58, "end": 614.8, "word": " مش", "probability": 0.6240234375}, {"start": 614.8, "end": 614.94, "word": " احنا", "probability": 0.8138834635416666}, {"start": 614.94, "end": 615.32, "word": " حكينا", "probability": 0.9757080078125}, {"start": 615.32, "end": 615.68, "word": " مالك", "probability": 0.9239908854166666}, {"start": 615.68, "end": 616.04, "word": " المال،", "probability": 0.8133951822916666}, {"start": 616.04, "end": 616.22, "word": " مالق", "probability": 0.8201497395833334}, {"start": 616.22, "end": 616.66, "word": " القرار", "probability": 0.97265625}, {"start": 616.66, "end": 617.66, "word": " والمدير", "probability": 0.85498046875}, {"start": 617.66, "end": 618.06, "word": " المالي", "probability": 0.99560546875}, {"start": 618.06, "end": 618.5, "word": " بيلعب", "probability": 0.8905029296875}, {"start": 618.5, "end": 618.68, "word": " دور", "probability": 0.991943359375}, {"start": 618.68, "end": 619.54, "word": " رئيسي", "probability": 0.99677734375}, {"start": 619.54, "end": 619.94, "word": " في", "probability": 0.94677734375}, {"start": 619.94, "end": 620.56, "word": " اتخاذ", "probability": 0.9678955078125}, {"start": 620.56, "end": 620.98, "word": " قرارات", "probability": 0.984375}, {"start": 620.98, "end": 621.72, "word": " متعلقة", "probability": 0.9934895833333334}, {"start": 621.72, "end": 622.36, "word": " بمصلحة", "probability": 0.94931640625}, {"start": 622.36, "end": 623.14, "word": " المنشأة", "probability": 0.87080078125}, {"start": 623.14, "end": 624.36, "word": " بمصلحة", "probability": 0.9044921875}, {"start": 624.36, "end": 625.0, "word": " المؤسسة", "probability": 0.998046875}, {"start": 625.0, "end": 625.14, "word": " أو", "probability": 0.9482421875}, {"start": 625.14, "end": 625.94, "word": " المشروع", "probability": 0.9942626953125}, {"start": 625.94, "end": 626.12, "word": " على", "probability": 0.8310546875}, {"start": 626.12, "end": 626.3, "word": " المدى", "probability": 0.97802734375}, {"start": 626.3, "end": 626.58, "word": " القريب", "probability": 0.9938151041666666}, {"start": 626.58, "end": 626.7, "word": " أو", "probability": 0.92626953125}, {"start": 626.7, "end": 627.06, "word": " البعيد،", "probability": 0.69427490234375}, {"start": 627.06, "end": 627.76, "word": " صح؟", "probability": 0.97802734375}, {"start": 627.76, "end": 628.08, "word": " فهي", "probability": 0.9060872395833334}, {"start": 628.08, "end": 628.86, "word": " القرارات،", "probability": 0.910546875}, {"start": 628.86, "end": 629.34, "word": " هنتكلم", "probability": 0.91748046875}, {"start": 629.34, "end": 629.48, "word": " عن", "probability": 0.97412109375}, {"start": 629.48, "end": 629.68, "word": " أول", "probability": 0.943115234375}, {"start": 629.68, "end": 629.92, "word": " قرار", "probability": 0.9860026041666666}, {"start": 629.92, "end": 630.12, "word": " فيها", "probability": 0.9755859375}, {"start": 630.12, "end": 630.22, "word": " اللي", "probability": 0.746337890625}, {"start": 630.22, "end": 630.4, "word": " هو", "probability": 0.99365234375}, {"start": 630.4, "end": 630.76, "word": " إيش،", "probability": 0.733642578125}, {"start": 630.76, "end": 630.92, "word": " قرار", "probability": 0.9679361979166666}, {"start": 630.92, "end": 631.7, "word": " الاستثمار", "probability": 0.962890625}, {"start": 631.7, "end": 632.02, "word": " قرار", "probability": 0.7548014322916666}, {"start": 632.02, "end": 632.78, "word": " الاستثمار،", "probability": 0.9309895833333334}, {"start": 632.78, "end": 632.88, "word": " شو", "probability": 0.4091796875}, {"start": 632.88, "end": 633.02, "word": " يعني", "probability": 0.6217041015625}, {"start": 633.02, "end": 633.76, "word": " باللغة؟", "probability": 0.49169921875}, {"start": 633.76, "end": 635.62, "word": " Investment", "probability": 0.6484375}], "temperature": 1.0}, {"id": 27, "seek": 66555, "start": 641.03, "end": 665.55, "text": "تمام بالنسبة لكم لما تسمعوا كلمة استثمار إيش يعني استثمار؟ في صورة ممكن توضح شغل يعني هي الصورة الموجودة بالظبط أنا بدي أدفع مبلغ معين من المال بفكرة معينة فكرة رياضية أو فكرة مشروع معين حتى يتضاعف ليلي صح؟ طيب", "tokens": [39237, 10943, 20666, 1863, 35457, 3660, 5296, 24793, 5296, 15042, 6055, 38251, 3615, 14407, 9122, 19528, 3660, 44713, 12984, 2304, 9640, 11933, 1829, 8592, 37495, 22653, 44713, 12984, 2304, 9640, 22807, 8978, 20328, 13063, 3660, 3714, 43020, 6055, 2407, 11242, 5016, 13412, 17082, 1211, 37495, 22653, 39896, 31767, 13063, 3660, 9673, 29245, 23328, 3660, 20666, 19913, 3555, 9566, 41850, 4724, 16254, 5551, 3215, 5172, 3615, 3714, 36150, 17082, 20449, 9957, 9154, 9673, 6027, 4724, 5172, 4117, 25720, 20449, 9957, 3660, 6156, 4117, 25720, 12602, 1829, 46958, 10632, 34051, 6156, 4117, 25720, 37893, 32887, 3615, 20449, 9957, 11331, 49975, 7251, 2655, 11242, 45761, 5172, 32239, 20292, 20328, 5016, 22807, 23032, 1829, 3555], "avg_logprob": -0.11216517817229033, "compression_ratio": 1.8495145631067962, "no_speech_prob": 1.1622905731201172e-05, "words": [{"start": 641.03, "end": 641.43, "word": "تمام", "probability": 0.7349853515625}, {"start": 641.43, "end": 642.33, "word": " بالنسبة", "probability": 0.8916015625}, {"start": 642.33, "end": 642.81, "word": " لكم", "probability": 0.822265625}, {"start": 642.81, "end": 644.01, "word": " لما", "probability": 0.91748046875}, {"start": 644.01, "end": 644.43, "word": " تسمعوا", "probability": 0.9954833984375}, {"start": 644.43, "end": 644.71, "word": " كلمة", "probability": 0.9744466145833334}, {"start": 644.71, "end": 645.25, "word": " استثمار", "probability": 0.964599609375}, {"start": 645.25, "end": 645.57, "word": " إيش", "probability": 0.7215983072916666}, {"start": 645.57, "end": 645.79, "word": " يعني", "probability": 0.9130859375}, {"start": 645.79, "end": 647.75, "word": " استثمار؟", "probability": 0.9419921875}, {"start": 647.75, "end": 648.87, "word": " في", "probability": 0.6669921875}, {"start": 648.87, "end": 649.15, "word": " صورة", "probability": 0.9801432291666666}, {"start": 649.15, "end": 649.37, "word": " ممكن", "probability": 0.969482421875}, {"start": 649.37, "end": 649.79, "word": " توضح", "probability": 0.9107666015625}, {"start": 649.79, "end": 650.13, "word": " شغل", "probability": 0.9212239583333334}, {"start": 650.13, "end": 650.35, "word": " يعني", "probability": 0.869873046875}, {"start": 650.35, "end": 650.51, "word": " هي", "probability": 0.449462890625}, {"start": 650.51, "end": 650.85, "word": " الصورة", "probability": 0.9921875}, {"start": 650.85, "end": 651.39, "word": " الموجودة", "probability": 0.8795166015625}, {"start": 651.39, "end": 656.77, "word": " بالظبط", "probability": 0.841064453125}, {"start": 656.77, "end": 657.01, "word": " أنا", "probability": 0.82666015625}, {"start": 657.01, "end": 657.31, "word": " بدي", "probability": 0.71728515625}, {"start": 657.31, "end": 657.79, "word": " أدفع", "probability": 0.986328125}, {"start": 657.79, "end": 658.29, "word": " مبلغ", "probability": 0.9949544270833334}, {"start": 658.29, "end": 658.83, "word": " معين", "probability": 0.97705078125}, {"start": 658.83, "end": 659.11, "word": " من", "probability": 0.8857421875}, {"start": 659.11, "end": 659.61, "word": " المال", "probability": 0.990234375}, {"start": 659.61, "end": 660.27, "word": " بفكرة", "probability": 0.9849853515625}, {"start": 660.27, "end": 660.83, "word": " معينة", "probability": 0.9947916666666666}, {"start": 660.83, "end": 661.15, "word": " فكرة", "probability": 0.8014322916666666}, {"start": 661.15, "end": 661.67, "word": " رياضية", "probability": 0.881591796875}, {"start": 661.67, "end": 661.83, "word": " أو", "probability": 0.8837890625}, {"start": 661.83, "end": 662.07, "word": " فكرة", "probability": 0.94775390625}, {"start": 662.07, "end": 662.43, "word": " مشروع", "probability": 0.9964192708333334}, {"start": 662.43, "end": 662.89, "word": " معين", "probability": 0.998046875}, {"start": 662.89, "end": 663.53, "word": " حتى", "probability": 0.93603515625}, {"start": 663.53, "end": 664.11, "word": " يتضاعف", "probability": 0.9443359375}, {"start": 664.11, "end": 664.41, "word": " ليلي", "probability": 0.86767578125}, {"start": 664.41, "end": 665.17, "word": " صح؟", "probability": 0.82861328125}, {"start": 665.17, "end": 665.55, "word": " طيب", "probability": 0.96240234375}], "temperature": 1.0}, {"id": 28, "seek": 68699, "start": 666.73, "end": 686.99, "text": "نفترض إنه معاكي مبلغ قدره مليون دولار، تمام؟ قدملك أحد المانحين وقال لك استثمريلي هذا المبلغ بفكرة رياضية معينة كيف ممكن تقوم باستثمار هذا المبلغ؟ شو الأفكار اللي عندكم لاستثمار هذا المبلغ؟ أو حطوا المبلغ اللي أنتم بدكميه؟", "tokens": [1863, 5172, 2655, 43042, 36145, 3224, 20449, 995, 4117, 1829, 3714, 36150, 17082, 12174, 3215, 2288, 3224, 3714, 20292, 11536, 11778, 12610, 9640, 12399, 46811, 10943, 22807, 12174, 40448, 23275, 5551, 24401, 9673, 7649, 5016, 9957, 4032, 4587, 6027, 5296, 4117, 44713, 12984, 2304, 16572, 20292, 23758, 9673, 36150, 17082, 4724, 5172, 4117, 25720, 12602, 1829, 46958, 10632, 20449, 9957, 3660, 9122, 33911, 3714, 43020, 6055, 4587, 20498, 4724, 995, 14851, 12984, 2304, 9640, 23758, 9673, 36150, 17082, 22807, 13412, 2407, 16247, 5172, 4117, 9640, 13672, 1829, 43242, 24793, 5296, 995, 14851, 12984, 2304, 9640, 23758, 9673, 36150, 17082, 22807, 34051, 11331, 9566, 14407, 9673, 36150, 17082, 13672, 1829, 14739, 39237, 47525, 24793, 1829, 3224, 22807], "avg_logprob": -0.11885683811627902, "compression_ratio": 2.0049261083743843, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 666.73, "end": 667.33, "word": "نفترض", "probability": 0.9742431640625}, {"start": 667.33, "end": 667.87, "word": " إنه", "probability": 0.755615234375}, {"start": 667.87, "end": 668.55, "word": " معاكي", "probability": 0.896240234375}, {"start": 668.55, "end": 669.35, "word": " مبلغ", "probability": 0.9915364583333334}, {"start": 669.35, "end": 669.81, "word": " قدره", "probability": 0.9810791015625}, {"start": 669.81, "end": 670.23, "word": " مليون", "probability": 0.9627278645833334}, {"start": 670.23, "end": 670.95, "word": " دولار،", "probability": 0.83331298828125}, {"start": 670.95, "end": 672.53, "word": " تمام؟", "probability": 0.9339192708333334}, {"start": 672.53, "end": 673.07, "word": " قدملك", "probability": 0.6483561197916666}, {"start": 673.07, "end": 673.47, "word": " أحد", "probability": 0.663330078125}, {"start": 673.47, "end": 674.21, "word": " المانحين", "probability": 0.9610595703125}, {"start": 674.21, "end": 674.51, "word": " وقال", "probability": 0.927734375}, {"start": 674.51, "end": 674.67, "word": " لك", "probability": 0.7083740234375}, {"start": 674.67, "end": 675.59, "word": " استثمريلي", "probability": 0.830078125}, {"start": 675.59, "end": 675.85, "word": " هذا", "probability": 0.92138671875}, {"start": 675.85, "end": 676.29, "word": " المبلغ", "probability": 0.9954427083333334}, {"start": 676.29, "end": 676.73, "word": " بفكرة", "probability": 0.9908447265625}, {"start": 676.73, "end": 677.15, "word": " رياضية", "probability": 0.8751220703125}, {"start": 677.15, "end": 677.83, "word": " معينة", "probability": 0.99365234375}, {"start": 677.83, "end": 678.35, "word": " كيف", "probability": 0.74609375}, {"start": 678.35, "end": 678.61, "word": " ممكن", "probability": 0.992431640625}, {"start": 678.61, "end": 678.95, "word": " تقوم", "probability": 0.9943033854166666}, {"start": 678.95, "end": 679.37, "word": " باستثمار", "probability": 0.9711100260416666}, {"start": 679.37, "end": 679.49, "word": " هذا", "probability": 0.9814453125}, {"start": 679.49, "end": 681.21, "word": " المبلغ؟", "probability": 0.981201171875}, {"start": 681.21, "end": 681.33, "word": " شو", "probability": 0.8857421875}, {"start": 681.33, "end": 681.81, "word": " الأفكار", "probability": 0.98828125}, {"start": 681.81, "end": 682.19, "word": " اللي", "probability": 0.953125}, {"start": 682.19, "end": 682.71, "word": " عندكم", "probability": 0.98828125}, {"start": 682.71, "end": 683.37, "word": " لاستثمار", "probability": 0.9385579427083334}, {"start": 683.37, "end": 683.51, "word": " هذا", "probability": 0.98779296875}, {"start": 683.51, "end": 684.61, "word": " المبلغ؟", "probability": 0.965087890625}, {"start": 684.61, "end": 685.61, "word": " أو", "probability": 0.94482421875}, {"start": 685.61, "end": 685.93, "word": " حطوا", "probability": 0.9619140625}, {"start": 685.93, "end": 686.21, "word": " المبلغ", "probability": 0.994140625}, {"start": 686.21, "end": 686.31, "word": " اللي", "probability": 0.967041015625}, {"start": 686.31, "end": 686.49, "word": " أنتم", "probability": 0.701171875}, {"start": 686.49, "end": 686.99, "word": " بدكميه؟", "probability": 0.6828125}], "temperature": 1.0}, {"id": 29, "seek": 71636, "start": 688.94, "end": 716.36, "text": "يعني مثلًا لو على صعيد الشخصي طالما أنا خارج التربية لو فكرت بالموضوع ممكن أعمل مدرسة خاصة قائمة التعلم والنشط والتعلم التكنولوجي والمدرسة الخاصة هدفي إليها إيرادات إن الطالب كل فصل أو كل شهر هيدفعلي رسوم معين للاشتراك بهذه المدرسة، صح؟ بالتالي أنا بحقق خلال ممكن خلال سنة واحدة أو سنتين أرجع رأس المال و بعد هيك ببدأ أحقق بحجم معين من الأرباح", "tokens": [40228, 22653, 50113, 1211, 14111, 995, 45164, 15844, 20328, 3615, 25708, 25124, 9778, 9381, 1829, 23032, 6027, 15042, 41850, 16490, 9640, 7435, 16712, 25513, 10632, 45164, 6156, 37983, 2655, 20666, 2304, 2407, 11242, 45367, 3714, 43020, 5551, 25957, 1211, 3714, 3215, 2288, 3794, 3660, 16490, 33546, 3660, 12174, 16373, 46007, 16712, 3615, 19528, 16070, 1863, 8592, 9566, 16070, 2655, 3615, 19528, 16712, 19452, 12610, 29245, 1829, 4032, 45340, 3215, 2288, 3794, 3660, 33962, 33546, 3660, 8032, 3215, 41185, 11933, 20292, 11296, 11933, 13546, 18513, 9307, 36145, 41950, 6027, 3555, 28242, 6156, 36520, 34051, 28242, 13412, 3224, 2288, 39896, 3215, 5172, 3615, 20292, 12602, 3794, 20498, 20449, 9957, 24976, 33599, 2655, 23557, 4117, 39627, 24192, 9673, 3215, 2288, 3794, 3660, 12399, 20328, 5016, 22807, 20666, 2655, 6027, 1829, 41850, 4724, 5016, 4587, 4587, 16490, 1211, 6027, 3714, 43020, 16490, 1211, 6027, 8608, 1863, 3660, 36764, 24401, 3660, 34051, 8608, 29399, 9957, 5551, 47341, 3615, 12602, 10721, 3794, 9673, 6027, 4032, 39182, 39896, 4117, 4724, 44510, 10721, 5551, 5016, 4587, 4587, 4724, 5016, 7435, 2304, 20449, 9957, 9154, 16247, 25513, 39319], "avg_logprob": -0.13776041956411467, "compression_ratio": 2.0, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 688.94, "end": 689.3, "word": "يعني", "probability": 0.916748046875}, {"start": 689.3, "end": 689.74, "word": " مثلًا", "probability": 0.82611083984375}, {"start": 689.74, "end": 690.02, "word": " لو", "probability": 0.54052734375}, {"start": 690.02, "end": 690.7, "word": " على", "probability": 0.416748046875}, {"start": 690.7, "end": 690.94, "word": " صعيد", "probability": 0.8084309895833334}, {"start": 690.94, "end": 691.38, "word": " الشخصي", "probability": 0.9822998046875}, {"start": 691.38, "end": 691.66, "word": " طالما", "probability": 0.96630859375}, {"start": 691.66, "end": 691.92, "word": " أنا", "probability": 0.953125}, {"start": 691.92, "end": 692.4, "word": " خارج", "probability": 0.8819986979166666}, {"start": 692.4, "end": 692.9, "word": " التربية", "probability": 0.7937825520833334}, {"start": 692.9, "end": 693.94, "word": " لو", "probability": 0.9033203125}, {"start": 693.94, "end": 694.34, "word": " فكرت", "probability": 0.9656575520833334}, {"start": 694.34, "end": 694.84, "word": " بالموضوع", "probability": 0.99375}, {"start": 694.84, "end": 695.16, "word": " ممكن", "probability": 0.9677734375}, {"start": 695.16, "end": 695.6, "word": " أعمل", "probability": 0.98486328125}, {"start": 695.6, "end": 696.18, "word": " مدرسة", "probability": 0.99423828125}, {"start": 696.18, "end": 696.56, "word": " خاصة", "probability": 0.9876302083333334}, {"start": 696.56, "end": 696.9, "word": " قائمة", "probability": 0.9658203125}, {"start": 696.9, "end": 697.34, "word": " التعلم", "probability": 0.81689453125}, {"start": 697.34, "end": 697.88, "word": " والنشط", "probability": 0.71044921875}, {"start": 697.88, "end": 698.32, "word": " والتعلم", "probability": 0.86328125}, {"start": 698.32, "end": 699.0, "word": " التكنولوجي", "probability": 0.796533203125}, {"start": 699.0, "end": 699.76, "word": " والمدرسة", "probability": 0.847900390625}, {"start": 699.76, "end": 700.2, "word": " الخاصة", "probability": 0.994140625}, {"start": 700.2, "end": 700.52, "word": " هدفي", "probability": 0.605712890625}, {"start": 700.52, "end": 700.82, "word": " إليها", "probability": 0.7178548177083334}, {"start": 700.82, "end": 701.2, "word": " إيرادات", "probability": 0.9237060546875}, {"start": 701.2, "end": 701.36, "word": " إن", "probability": 0.6064453125}, {"start": 701.36, "end": 701.86, "word": " الطالب", "probability": 0.92431640625}, {"start": 701.86, "end": 702.74, "word": " كل", "probability": 0.78857421875}, {"start": 702.74, "end": 703.08, "word": " فصل", "probability": 0.817626953125}, {"start": 703.08, "end": 703.24, "word": " أو", "probability": 0.98779296875}, {"start": 703.24, "end": 703.44, "word": " كل", "probability": 0.99267578125}, {"start": 703.44, "end": 703.7, "word": " شهر", "probability": 0.9982096354166666}, {"start": 703.7, "end": 704.32, "word": " هيدفعلي", "probability": 0.80009765625}, {"start": 704.32, "end": 704.78, "word": " رسوم", "probability": 0.9842122395833334}, {"start": 704.78, "end": 705.14, "word": " معين", "probability": 0.99169921875}, {"start": 705.14, "end": 705.64, "word": " للاشتراك", "probability": 0.819921875}, {"start": 705.64, "end": 705.88, "word": " بهذه", "probability": 0.854736328125}, {"start": 705.88, "end": 706.6, "word": " المدرسة،", "probability": 0.9312337239583334}, {"start": 706.6, "end": 707.14, "word": " صح؟", "probability": 0.98388671875}, {"start": 707.14, "end": 707.48, "word": " بالتالي", "probability": 0.81146240234375}, {"start": 707.48, "end": 707.6, "word": " أنا", "probability": 0.892578125}, {"start": 707.6, "end": 708.2, "word": " بحقق", "probability": 0.9520263671875}, {"start": 708.2, "end": 708.84, "word": " خلال", "probability": 0.9694010416666666}, {"start": 708.84, "end": 709.16, "word": " ممكن", "probability": 0.6513671875}, {"start": 709.16, "end": 709.46, "word": " خلال", "probability": 0.9549153645833334}, {"start": 709.46, "end": 709.9, "word": " سنة", "probability": 0.994140625}, {"start": 709.9, "end": 710.56, "word": " واحدة", "probability": 0.9762369791666666}, {"start": 710.56, "end": 710.74, "word": " أو", "probability": 0.99169921875}, {"start": 710.74, "end": 711.3, "word": " سنتين", "probability": 0.998046875}, {"start": 711.3, "end": 712.12, "word": " أرجع", "probability": 0.9376627604166666}, {"start": 712.12, "end": 712.36, "word": " رأس", "probability": 0.9853515625}, {"start": 712.36, "end": 712.78, "word": " المال", "probability": 0.989990234375}, {"start": 712.78, "end": 713.14, "word": " و", "probability": 0.62841796875}, {"start": 713.14, "end": 713.36, "word": " بعد", "probability": 0.73095703125}, {"start": 713.36, "end": 713.64, "word": " هيك", "probability": 0.7470703125}, {"start": 713.64, "end": 713.96, "word": " ببدأ", "probability": 0.8489583333333334}, {"start": 713.96, "end": 714.44, "word": " أحقق", "probability": 0.8961181640625}, {"start": 714.44, "end": 715.16, "word": " بحجم", "probability": 0.9891357421875}, {"start": 715.16, "end": 715.7, "word": " معين", "probability": 0.996337890625}, {"start": 715.7, "end": 715.92, "word": " من", "probability": 0.9912109375}, {"start": 715.92, "end": 716.36, "word": " الأرباح", "probability": 0.96826171875}], "temperature": 1.0}, {"id": 30, "seek": 73851, "start": 716.73, "end": 738.51, "text": "طيب انتوا شوفى عندكم أشياء ممكن لو توفر عندكم أبلغ معايا من المال تستثمروا لنا إياها، نسمع أنا كمهمان بتشتغل في الدولة ممكن أعمل مجهودة على طاقة اللي هو residential building و أعمل فيهم ميادات معينة مثلا بكل smart home و أبيع حد الناس اللي يعني فئة معينة من الناس", "tokens": [9566, 1829, 3555, 16472, 2655, 14407, 13412, 38688, 7578, 43242, 24793, 5551, 8592, 1829, 16606, 3714, 43020, 45164, 33427, 5172, 2288, 43242, 24793, 5551, 36150, 17082, 20449, 995, 25528, 9154, 9673, 6027, 6055, 14851, 12984, 29973, 14407, 5296, 8315, 11933, 25528, 11296, 12399, 8717, 38251, 3615, 41850, 9122, 2304, 16095, 7649, 39894, 8592, 2655, 17082, 1211, 8978, 32748, 12610, 3660, 3714, 43020, 5551, 25957, 1211, 3714, 7435, 3224, 23328, 3660, 15844, 23032, 995, 28671, 13672, 1829, 31439, 17389, 2390, 4032, 5551, 25957, 1211, 8978, 16095, 3714, 1829, 18513, 9307, 20449, 9957, 3660, 50113, 15040, 4724, 28820, 4069, 1280, 4032, 5551, 21292, 3615, 11331, 3215, 2423, 8315, 3794, 13672, 1829, 37495, 22653, 6156, 19986, 3660, 20449, 9957, 3660, 9154, 2423, 8315, 3794], "avg_logprob": -0.37576844970710943, "compression_ratio": 1.7335907335907337, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 716.73, "end": 716.95, "word": "طيب", "probability": 0.9508463541666666}, {"start": 716.95, "end": 717.33, "word": " انتوا", "probability": 0.67919921875}, {"start": 717.33, "end": 717.73, "word": " شوفى", "probability": 0.6210123697916666}, {"start": 717.73, "end": 718.05, "word": " عندكم", "probability": 0.939208984375}, {"start": 718.05, "end": 718.53, "word": " أشياء", "probability": 0.970947265625}, {"start": 718.53, "end": 718.87, "word": " ممكن", "probability": 0.983642578125}, {"start": 718.87, "end": 719.03, "word": " لو", "probability": 0.98828125}, {"start": 719.03, "end": 719.41, "word": " توفر", "probability": 0.9571940104166666}, {"start": 719.41, "end": 719.63, "word": " عندكم", "probability": 0.9248046875}, {"start": 719.63, "end": 719.85, "word": " أبلغ", "probability": 0.7289225260416666}, {"start": 719.85, "end": 720.11, "word": " معايا", "probability": 0.5138346354166666}, {"start": 720.11, "end": 720.25, "word": " من", "probability": 0.810546875}, {"start": 720.25, "end": 720.57, "word": " المال", "probability": 0.985107421875}, {"start": 720.57, "end": 722.09, "word": " تستثمروا", "probability": 0.845751953125}, {"start": 722.09, "end": 722.29, "word": " لنا", "probability": 0.916748046875}, {"start": 722.29, "end": 722.59, "word": " إياها،", "probability": 0.59381103515625}, {"start": 722.59, "end": 722.87, "word": " نسمع", "probability": 0.9796549479166666}, {"start": 722.87, "end": 723.43, "word": " أنا", "probability": 0.097900390625}, {"start": 723.43, "end": 723.97, "word": " كمهمان", "probability": 0.568450927734375}, {"start": 723.97, "end": 724.41, "word": " بتشتغل", "probability": 0.709423828125}, {"start": 724.41, "end": 724.51, "word": " في", "probability": 0.406005859375}, {"start": 724.51, "end": 725.37, "word": " الدولة", "probability": 0.3380126953125}, {"start": 725.37, "end": 726.03, "word": " ممكن", "probability": 0.813232421875}, {"start": 726.03, "end": 726.89, "word": " أعمل", "probability": 0.9671223958333334}, {"start": 726.89, "end": 727.49, "word": " مجهودة", "probability": 0.420458984375}, {"start": 727.49, "end": 727.61, "word": " على", "probability": 0.55029296875}, {"start": 727.61, "end": 727.99, "word": " طاقة", "probability": 0.2685953776041667}, {"start": 727.99, "end": 728.15, "word": " اللي", "probability": 0.69921875}, {"start": 728.15, "end": 728.41, "word": " هو", "probability": 0.97509765625}, {"start": 728.41, "end": 728.99, "word": " residential", "probability": 0.6201171875}, {"start": 728.99, "end": 729.59, "word": " building", "probability": 0.939453125}, {"start": 729.59, "end": 730.73, "word": " و", "probability": 0.63134765625}, {"start": 730.73, "end": 731.01, "word": " أعمل", "probability": 0.8782552083333334}, {"start": 731.01, "end": 731.25, "word": " فيهم", "probability": 0.778564453125}, {"start": 731.25, "end": 731.69, "word": " ميادات", "probability": 0.872314453125}, {"start": 731.69, "end": 732.13, "word": " معينة", "probability": 0.9895833333333334}, {"start": 732.13, "end": 732.39, "word": " مثلا", "probability": 0.94287109375}, {"start": 732.39, "end": 732.77, "word": " بكل", "probability": 0.24127197265625}, {"start": 732.77, "end": 733.13, "word": " smart", "probability": 0.8349609375}, {"start": 733.13, "end": 733.61, "word": " home", "probability": 0.89599609375}, {"start": 733.61, "end": 734.05, "word": " و", "probability": 0.544921875}, {"start": 734.05, "end": 734.29, "word": " أبيع", "probability": 0.7892252604166666}, {"start": 734.29, "end": 734.55, "word": " حد", "probability": 0.71630859375}, {"start": 734.55, "end": 735.79, "word": " الناس", "probability": 0.790283203125}, {"start": 735.79, "end": 736.51, "word": " اللي", "probability": 0.676025390625}, {"start": 736.51, "end": 737.13, "word": " يعني", "probability": 0.7332763671875}, {"start": 737.13, "end": 737.41, "word": " فئة", "probability": 0.9386393229166666}, {"start": 737.41, "end": 737.77, "word": " معينة", "probability": 0.9973958333333334}, {"start": 737.77, "end": 737.91, "word": " من", "probability": 0.92041015625}, {"start": 737.91, "end": 738.51, "word": " الناس", "probability": 0.9934895833333334}], "temperature": 1.0}, {"id": 31, "seek": 75640, "start": 738.82, "end": 756.4, "text": "لأن مش كل حاجة تستطيع على ال .. أنه يشتري مانديل مثلا يكون باستفادت .. صحيح .. اللي لها تسماء تكنولوجية عالية بسمارة المال بيتالي أنا برضه بقدر أرجع الحكاية رأس المال خلال أقدم سنة تمام، رأس المال تقريبا تتطلبيه لمشموعك قداش؟", "tokens": [1211, 33456, 37893, 28242, 11331, 26108, 3660, 6055, 14851, 9566, 40228, 15844, 2423, 4386, 14739, 3224, 7251, 8592, 2655, 16572, 3714, 7649, 16254, 1211, 50113, 15040, 7251, 30544, 4724, 995, 14851, 5172, 18513, 2655, 4386, 20328, 5016, 1829, 5016, 4386, 13672, 1829, 5296, 11296, 6055, 38251, 16606, 6055, 19452, 12610, 29245, 10632, 6225, 6027, 10632, 4724, 38251, 9640, 3660, 9673, 6027, 4724, 36081, 6027, 1829, 41850, 4724, 43042, 3224, 4724, 28543, 2288, 5551, 47341, 3615, 21542, 4117, 995, 10632, 12602, 10721, 3794, 9673, 6027, 16490, 1211, 6027, 5551, 28543, 2304, 8608, 1863, 3660, 46811, 10943, 12399, 12602, 10721, 3794, 9673, 6027, 6055, 4587, 16572, 3555, 995, 6055, 2655, 9566, 46152, 1829, 3224, 32767, 8592, 2304, 45367, 4117, 12174, 3215, 33599, 22807], "avg_logprob": -0.3614241688466463, "compression_ratio": 1.7831858407079646, "no_speech_prob": 7.152557373046875e-07, "words": [{"start": 738.82, "end": 739.08, "word": "لأن", "probability": 0.52496337890625}, {"start": 739.08, "end": 739.22, "word": " مش", "probability": 0.10540771484375}, {"start": 739.22, "end": 739.38, "word": " كل", "probability": 0.91748046875}, {"start": 739.38, "end": 739.7, "word": " حاجة", "probability": 0.9290364583333334}, {"start": 739.7, "end": 740.36, "word": " تستطيع", "probability": 0.8731689453125}, {"start": 740.36, "end": 740.58, "word": " على", "probability": 0.3505859375}, {"start": 740.58, "end": 740.74, "word": " ال", "probability": 0.66455078125}, {"start": 740.74, "end": 741.04, "word": " ..", "probability": 0.7744140625}, {"start": 741.04, "end": 741.32, "word": " أنه", "probability": 0.7197265625}, {"start": 741.32, "end": 741.64, "word": " يشتري", "probability": 0.9056396484375}, {"start": 741.64, "end": 741.96, "word": " مانديل", "probability": 0.6053466796875}, {"start": 741.96, "end": 742.28, "word": " مثلا", "probability": 0.98291015625}, {"start": 742.28, "end": 742.76, "word": " يكون", "probability": 0.95654296875}, {"start": 742.76, "end": 744.38, "word": " باستفادت", "probability": 0.5989990234375}, {"start": 744.38, "end": 744.86, "word": " ..", "probability": 0.634765625}, {"start": 744.86, "end": 745.24, "word": " صحيح", "probability": 0.85467529296875}, {"start": 745.24, "end": 745.26, "word": " ..", "probability": 0.2269287109375}, {"start": 745.26, "end": 745.28, "word": " اللي", "probability": 0.6527099609375}, {"start": 745.28, "end": 745.78, "word": " لها", "probability": 0.59375}, {"start": 745.78, "end": 746.1, "word": " تسماء", "probability": 0.5115152994791666}, {"start": 746.1, "end": 746.8, "word": " تكنولوجية", "probability": 0.93974609375}, {"start": 746.8, "end": 747.24, "word": " عالية", "probability": 0.9083658854166666}, {"start": 747.24, "end": 747.58, "word": " بسمارة", "probability": 0.6268310546875}, {"start": 747.58, "end": 747.68, "word": " المال", "probability": 0.5201416015625}, {"start": 747.68, "end": 748.06, "word": " بيتالي", "probability": 0.4579315185546875}, {"start": 748.06, "end": 748.26, "word": " أنا", "probability": 0.8046875}, {"start": 748.26, "end": 748.8, "word": " برضه", "probability": 0.663818359375}, {"start": 748.8, "end": 749.22, "word": " بقدر", "probability": 0.8779296875}, {"start": 749.22, "end": 749.74, "word": " أرجع", "probability": 0.9274088541666666}, {"start": 749.74, "end": 750.34, "word": " الحكاية", "probability": 0.73675537109375}, {"start": 750.34, "end": 750.54, "word": " رأس", "probability": 0.9064127604166666}, {"start": 750.54, "end": 750.88, "word": " المال", "probability": 0.976806640625}, {"start": 750.88, "end": 751.42, "word": " خلال", "probability": 0.99072265625}, {"start": 751.42, "end": 752.46, "word": " أقدم", "probability": 0.5941569010416666}, {"start": 752.46, "end": 753.16, "word": " سنة", "probability": 0.8435872395833334}, {"start": 753.16, "end": 753.88, "word": " تمام،", "probability": 0.81591796875}, {"start": 753.88, "end": 754.16, "word": " رأس", "probability": 0.9925130208333334}, {"start": 754.16, "end": 754.44, "word": " المال", "probability": 0.993896484375}, {"start": 754.44, "end": 754.86, "word": " تقريبا", "probability": 0.98876953125}, {"start": 754.86, "end": 755.28, "word": " تتطلبيه", "probability": 0.8049723307291666}, {"start": 755.28, "end": 755.82, "word": " لمشموعك", "probability": 0.8919921875}, {"start": 755.82, "end": 756.4, "word": " قداش؟", "probability": 0.7861328125}], "temperature": 1.0}, {"id": 32, "seek": 78427, "start": 759.51, "end": 784.27, "text": "مليون دولار، بعد يعني بعد استرداد رأس المال تقريبا عدد الأرباح أو معدل الأرباح سنويا قدر حيكون؟ مش سنويا، تكون تحسبها بشكل عام، لأنها بتكون حاسبة يعني شهريا مثلا، كل فترة أو ربوع السنة مثلا فهي تبتكت بيئة .. بيئة شقة مثلا، فتكون عندك قدرة تساعدك يعني يعني مدتش متوقع مليون دولار يولدوا أموال؟ ممكن", "tokens": [2304, 20292, 11536, 11778, 12610, 9640, 12399, 39182, 37495, 22653, 39182, 44713, 2288, 3215, 18513, 12602, 10721, 3794, 9673, 6027, 6055, 4587, 16572, 3555, 995, 6225, 3215, 3215, 16247, 25513, 39319, 34051, 20449, 3215, 1211, 16247, 25513, 39319, 8608, 1863, 2407, 25528, 12174, 3215, 2288, 11331, 1829, 30544, 22807, 37893, 8608, 1863, 45865, 995, 12399, 6055, 30544, 6055, 5016, 3794, 3555, 11296, 4724, 8592, 28820, 6225, 10943, 12399, 5296, 33456, 11296, 39894, 30544, 11331, 32277, 49401, 37495, 22653, 13412, 3224, 16572, 995, 50113, 15040, 12399, 28242, 6156, 2655, 25720, 34051, 12602, 3555, 45367, 21136, 1863, 3660, 50113, 15040, 6156, 3224, 1829, 6055, 3555, 2655, 4117, 2655, 4724, 1829, 19986, 3660, 4386, 4724, 1829, 19986, 3660, 13412, 28671, 50113, 15040, 12399, 6156, 2655, 30544, 43242, 4117, 12174, 3215, 25720, 6055, 3794, 995, 22488, 4117, 37495, 22653, 37495, 22653, 3714, 3215, 2655, 8592, 44650, 30543, 3615, 3714, 20292, 11536, 11778, 12610, 9640, 7251, 12610, 3215, 14407, 5551, 2304, 2407, 6027, 22807, 3714, 43020], "avg_logprob": -0.2926311781744898, "compression_ratio": 2.0613026819923372, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 759.51, "end": 760.03, "word": "مليون", "probability": 0.9244791666666666}, {"start": 760.03, "end": 761.07, "word": " دولار،", "probability": 0.77935791015625}, {"start": 761.07, "end": 761.51, "word": " بعد", "probability": 0.84033203125}, {"start": 761.51, "end": 762.45, "word": " يعني", "probability": 0.779052734375}, {"start": 762.45, "end": 763.21, "word": " بعد", "probability": 0.6455078125}, {"start": 763.21, "end": 763.65, "word": " استرداد", "probability": 0.9466552734375}, {"start": 763.65, "end": 763.85, "word": " رأس", "probability": 0.8982747395833334}, {"start": 763.85, "end": 764.11, "word": " المال", "probability": 0.985595703125}, {"start": 764.11, "end": 764.91, "word": " تقريبا", "probability": 0.94716796875}, {"start": 764.91, "end": 765.25, "word": " عدد", "probability": 0.880859375}, {"start": 765.25, "end": 765.73, "word": " الأرباح", "probability": 0.95361328125}, {"start": 765.73, "end": 765.91, "word": " أو", "probability": 0.91943359375}, {"start": 765.91, "end": 766.35, "word": " معدل", "probability": 0.7911783854166666}, {"start": 766.35, "end": 766.65, "word": " الأرباح", "probability": 0.9607747395833334}, {"start": 766.65, "end": 767.01, "word": " سنويا", "probability": 0.8634033203125}, {"start": 767.01, "end": 767.19, "word": " قدر", "probability": 0.6355794270833334}, {"start": 767.19, "end": 768.37, "word": " حيكون؟", "probability": 0.740203857421875}, {"start": 768.37, "end": 768.59, "word": " مش", "probability": 0.6962890625}, {"start": 768.59, "end": 769.17, "word": " سنويا،", "probability": 0.7912109375}, {"start": 769.17, "end": 769.41, "word": " تكون", "probability": 0.4202880859375}, {"start": 769.41, "end": 769.83, "word": " تحسبها", "probability": 0.584130859375}, {"start": 769.83, "end": 770.21, "word": " بشكل", "probability": 0.98876953125}, {"start": 770.21, "end": 771.01, "word": " عام،", "probability": 0.826171875}, {"start": 771.01, "end": 771.47, "word": " لأنها", "probability": 0.52587890625}, {"start": 771.47, "end": 772.21, "word": " بتكون", "probability": 0.78271484375}, {"start": 772.21, "end": 772.65, "word": " حاسبة", "probability": 0.8802083333333334}, {"start": 772.65, "end": 772.93, "word": " يعني", "probability": 0.840576171875}, {"start": 772.93, "end": 773.49, "word": " شهريا", "probability": 0.88232421875}, {"start": 773.49, "end": 774.13, "word": " مثلا،", "probability": 0.84814453125}, {"start": 774.13, "end": 774.43, "word": " كل", "probability": 0.9599609375}, {"start": 774.43, "end": 775.07, "word": " فترة", "probability": 0.9969075520833334}, {"start": 775.07, "end": 775.19, "word": " أو", "probability": 0.71337890625}, {"start": 775.19, "end": 775.35, "word": " ربوع", "probability": 0.88037109375}, {"start": 775.35, "end": 775.59, "word": " السنة", "probability": 0.9694010416666666}, {"start": 775.59, "end": 775.75, "word": " مثلا", "probability": 0.976806640625}, {"start": 775.75, "end": 775.93, "word": " فهي", "probability": 0.7618001302083334}, {"start": 775.93, "end": 776.49, "word": " تبتكت", "probability": 0.4833251953125}, {"start": 776.49, "end": 777.05, "word": " بيئة", "probability": 0.8853759765625}, {"start": 777.05, "end": 777.13, "word": " ..", "probability": 0.56689453125}, {"start": 777.13, "end": 777.61, "word": " بيئة", "probability": 0.9752197265625}, {"start": 777.61, "end": 777.91, "word": " شقة", "probability": 0.948486328125}, {"start": 777.91, "end": 778.73, "word": " مثلا،", "probability": 0.8414713541666666}, {"start": 778.73, "end": 778.99, "word": " فتكون", "probability": 0.5027669270833334}, {"start": 778.99, "end": 779.17, "word": " عندك", "probability": 0.6785888671875}, {"start": 779.17, "end": 779.53, "word": " قدرة", "probability": 0.5208943684895834}, {"start": 779.53, "end": 780.11, "word": " تساعدك", "probability": 0.660400390625}, {"start": 780.11, "end": 780.47, "word": " يعني", "probability": 0.937255859375}, {"start": 780.47, "end": 780.55, "word": " يعني", "probability": 0.838623046875}, {"start": 780.55, "end": 780.99, "word": " مدتش", "probability": 0.52679443359375}, {"start": 780.99, "end": 781.51, "word": " متوقع", "probability": 0.64990234375}, {"start": 781.51, "end": 782.03, "word": " مليون", "probability": 0.8424479166666666}, {"start": 782.03, "end": 782.53, "word": " دولار", "probability": 0.99560546875}, {"start": 782.53, "end": 783.27, "word": " يولدوا", "probability": 0.97705078125}, {"start": 783.27, "end": 783.91, "word": " أموال؟", "probability": 0.84228515625}, {"start": 783.91, "end": 784.27, "word": " ممكن", "probability": 0.959228515625}], "temperature": 1.0}, {"id": 33, "seek": 80728, "start": 786.34, "end": 807.28, "text": "ممتاز هو هذا بالظبط الاستثمار أنا بحط رأس مال معين في مشروع معين بفكرة معينة و بعد فترة معينة بحقق الكام من الأرباح تكون مرضية ليه؟ تكون هذه الأرباح مستهلة جهدي و الفكرة أنا حطيتها و مستهلة وقتي okay، تفضل الخلون، لو معاك رأس مال، أيش هم يمكن أن تسوي؟ مركز", "tokens": [2304, 2304, 2655, 31377, 31439, 23758, 20666, 19913, 3555, 9566, 42963, 14851, 12984, 2304, 9640, 41850, 4724, 5016, 9566, 12602, 10721, 3794, 3714, 6027, 20449, 9957, 8978, 37893, 32887, 3615, 20449, 9957, 4724, 5172, 4117, 25720, 20449, 9957, 3660, 4032, 39182, 6156, 2655, 25720, 20449, 9957, 3660, 4724, 5016, 4587, 4587, 33251, 10943, 9154, 16247, 25513, 39319, 6055, 30544, 3714, 43042, 10632, 32239, 3224, 22807, 6055, 30544, 29538, 16247, 25513, 39319, 3714, 14851, 3224, 37977, 10874, 3224, 16254, 4032, 27188, 4117, 25720, 41850, 11331, 9566, 36081, 11296, 4032, 3714, 14851, 3224, 37977, 4032, 4587, 31371, 1392, 12399, 6055, 5172, 11242, 1211, 33962, 1211, 11536, 12399, 45164, 20449, 995, 4117, 12602, 10721, 3794, 3714, 6027, 12399, 36632, 8592, 8032, 2304, 7251, 43020, 14739, 6055, 3794, 45865, 22807, 3714, 31747, 11622], "avg_logprob": -0.2216346175624774, "compression_ratio": 1.900414937759336, "no_speech_prob": 1.7344951629638672e-05, "words": [{"start": 786.34, "end": 786.86, "word": "ممتاز", "probability": 0.96533203125}, {"start": 786.86, "end": 787.14, "word": " هو", "probability": 0.58056640625}, {"start": 787.14, "end": 787.42, "word": " هذا", "probability": 0.958984375}, {"start": 787.42, "end": 787.74, "word": " بالظبط", "probability": 0.9661865234375}, {"start": 787.74, "end": 788.28, "word": " الاستثمار", "probability": 0.95947265625}, {"start": 788.28, "end": 788.44, "word": " أنا", "probability": 0.5087890625}, {"start": 788.44, "end": 788.78, "word": " بحط", "probability": 0.9684244791666666}, {"start": 788.78, "end": 789.04, "word": " رأس", "probability": 0.943359375}, {"start": 789.04, "end": 789.22, "word": " مال", "probability": 0.954345703125}, {"start": 789.22, "end": 789.72, "word": " معين", "probability": 0.978515625}, {"start": 789.72, "end": 790.32, "word": " في", "probability": 0.89990234375}, {"start": 790.32, "end": 790.7, "word": " مشروع", "probability": 0.9972330729166666}, {"start": 790.7, "end": 791.04, "word": " معين", "probability": 0.99853515625}, {"start": 791.04, "end": 791.38, "word": " بفكرة", "probability": 0.9521484375}, {"start": 791.38, "end": 792.06, "word": " معينة", "probability": 0.9949544270833334}, {"start": 792.06, "end": 792.5, "word": " و", "probability": 0.68310546875}, {"start": 792.5, "end": 792.82, "word": " بعد", "probability": 0.91943359375}, {"start": 792.82, "end": 793.2, "word": " فترة", "probability": 0.9886067708333334}, {"start": 793.2, "end": 793.56, "word": " معينة", "probability": 0.9944661458333334}, {"start": 793.56, "end": 793.98, "word": " بحقق", "probability": 0.7535400390625}, {"start": 793.98, "end": 794.34, "word": " الكام", "probability": 0.64599609375}, {"start": 794.34, "end": 794.58, "word": " من", "probability": 0.9951171875}, {"start": 794.58, "end": 795.1, "word": " الأرباح", "probability": 0.9490559895833334}, {"start": 795.1, "end": 795.66, "word": " تكون", "probability": 0.6982421875}, {"start": 795.66, "end": 796.12, "word": " مرضية", "probability": 0.9508463541666666}, {"start": 796.12, "end": 796.38, "word": " ليه؟", "probability": 0.5267740885416666}, {"start": 796.38, "end": 797.4, "word": " تكون", "probability": 0.895751953125}, {"start": 797.4, "end": 797.58, "word": " هذه", "probability": 0.720703125}, {"start": 797.58, "end": 798.12, "word": " الأرباح", "probability": 0.9811197916666666}, {"start": 798.12, "end": 798.8, "word": " مستهلة", "probability": 0.9730224609375}, {"start": 798.8, "end": 799.26, "word": " جهدي", "probability": 0.9773763020833334}, {"start": 799.26, "end": 799.46, "word": " و", "probability": 0.88720703125}, {"start": 799.46, "end": 799.76, "word": " الفكرة", "probability": 0.8883463541666666}, {"start": 799.76, "end": 799.88, "word": " أنا", "probability": 0.397216796875}, {"start": 799.88, "end": 800.34, "word": " حطيتها", "probability": 0.8232421875}, {"start": 800.34, "end": 800.4, "word": " و", "probability": 0.56298828125}, {"start": 800.4, "end": 800.72, "word": " مستهلة", "probability": 0.962646484375}, {"start": 800.72, "end": 801.06, "word": " وقتي", "probability": 0.8343098958333334}, {"start": 801.06, "end": 801.88, "word": " okay،", "probability": 0.296875}, {"start": 801.88, "end": 802.12, "word": " تفضل", "probability": 0.720703125}, {"start": 802.12, "end": 803.08, "word": " الخلون،", "probability": 0.730224609375}, {"start": 803.08, "end": 803.28, "word": " لو", "probability": 0.90869140625}, {"start": 803.28, "end": 803.56, "word": " معاك", "probability": 0.8810221354166666}, {"start": 803.56, "end": 803.86, "word": " رأس", "probability": 0.6799723307291666}, {"start": 803.86, "end": 804.12, "word": " مال،", "probability": 0.7967122395833334}, {"start": 804.12, "end": 804.24, "word": " أيش", "probability": 0.555908203125}, {"start": 804.24, "end": 804.34, "word": " هم", "probability": 0.845703125}, {"start": 804.34, "end": 804.48, "word": " يمكن", "probability": 0.615478515625}, {"start": 804.48, "end": 804.58, "word": " أن", "probability": 0.22607421875}, {"start": 804.58, "end": 805.72, "word": " تسوي؟", "probability": 0.9000244140625}, {"start": 805.72, "end": 807.28, "word": " مركز", "probability": 0.7210286458333334}], "temperature": 1.0}, {"id": 34, "seek": 82276, "start": 807.6, "end": 822.76, "text": "مركزيش؟ بس استعليمي .. مركز تعليمي .. فجيبت طلاب دلوقتي التحصيل .. استعليهم من .. من البداية يعني .. طبعا إذا حقق ربح ماشي .. ممكن أنا عاملة .. ممكن انا .. ممكن استمرار .. استمرار ممتاز", "tokens": [2304, 31747, 11622, 1829, 8592, 22807, 4724, 3794, 44713, 3615, 20292, 2304, 1829, 4386, 3714, 31747, 11622, 37279, 20292, 2304, 1829, 4386, 6156, 7435, 1829, 3555, 2655, 23032, 15040, 3555, 11778, 1211, 30543, 31371, 16712, 5016, 9381, 26895, 4386, 44713, 3615, 20292, 16095, 9154, 4386, 9154, 29739, 28259, 10632, 37495, 22653, 4386, 23032, 3555, 3615, 995, 11933, 15730, 11331, 4587, 4587, 12602, 49628, 3714, 33599, 1829, 4386, 3714, 43020, 41850, 6225, 10943, 37977, 4386, 3714, 43020, 1975, 8315, 4386, 3714, 43020, 44713, 29973, 9640, 4386, 44713, 29973, 9640, 3714, 2304, 2655, 31377], "avg_logprob": -0.31250001025456253, "compression_ratio": 1.8698224852071006, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 807.6, "end": 808.6, "word": "مركزيش؟", "probability": 0.7792561848958334}, {"start": 808.6, "end": 808.8, "word": " بس", "probability": 0.89404296875}, {"start": 808.8, "end": 809.34, "word": " استعليمي", "probability": 0.90107421875}, {"start": 809.34, "end": 809.42, "word": " ..", "probability": 0.40771484375}, {"start": 809.42, "end": 809.78, "word": " مركز", "probability": 0.93359375}, {"start": 809.78, "end": 810.44, "word": " تعليمي", "probability": 0.9534912109375}, {"start": 810.44, "end": 810.56, "word": " ..", "probability": 0.48681640625}, {"start": 810.56, "end": 810.92, "word": " فجيبت", "probability": 0.78984375}, {"start": 810.92, "end": 811.16, "word": " طلاب", "probability": 0.6412760416666666}, {"start": 811.16, "end": 811.46, "word": " دلوقتي", "probability": 0.59759521484375}, {"start": 811.46, "end": 812.14, "word": " التحصيل", "probability": 0.7952880859375}, {"start": 812.14, "end": 812.26, "word": " ..", "probability": 0.654296875}, {"start": 812.26, "end": 812.84, "word": " استعليهم", "probability": 0.69244384765625}, {"start": 812.84, "end": 813.04, "word": " من", "probability": 0.98974609375}, {"start": 813.04, "end": 813.28, "word": " ..", "probability": 0.55810546875}, {"start": 813.28, "end": 813.84, "word": " من", "probability": 0.98583984375}, {"start": 813.84, "end": 814.32, "word": " البداية", "probability": 0.9541015625}, {"start": 814.32, "end": 814.56, "word": " يعني", "probability": 0.8115234375}, {"start": 814.56, "end": 814.68, "word": " ..", "probability": 0.5986328125}, {"start": 814.68, "end": 814.94, "word": " طبعا", "probability": 0.987548828125}, {"start": 814.94, "end": 815.16, "word": " إذا", "probability": 0.937255859375}, {"start": 815.16, "end": 815.6, "word": " حقق", "probability": 0.9332682291666666}, {"start": 815.6, "end": 816.86, "word": " ربح", "probability": 0.886474609375}, {"start": 816.86, "end": 817.38, "word": " ماشي", "probability": 0.6590169270833334}, {"start": 817.38, "end": 817.4, "word": " ..", "probability": 0.8359375}, {"start": 817.4, "end": 817.6, "word": " ممكن", "probability": 0.6597900390625}, {"start": 817.6, "end": 817.7, "word": " أنا", "probability": 0.732421875}, {"start": 817.7, "end": 818.08, "word": " عاملة", "probability": 0.5185546875}, {"start": 818.08, "end": 818.42, "word": " ..", "probability": 0.2371826171875}, {"start": 818.42, "end": 819.4, "word": " ممكن", "probability": 0.81982421875}, {"start": 819.4, "end": 819.64, "word": " انا", "probability": 0.59210205078125}, {"start": 819.64, "end": 819.78, "word": " ..", "probability": 0.462646484375}, {"start": 819.78, "end": 820.62, "word": " ممكن", "probability": 0.977294921875}, {"start": 820.62, "end": 821.28, "word": " استمرار", "probability": 0.57568359375}, {"start": 821.28, "end": 821.28, "word": " ..", "probability": 0.90673828125}, {"start": 821.28, "end": 821.98, "word": " استمرار", "probability": 0.9720052083333334}, {"start": 821.98, "end": 822.76, "word": " ممتاز", "probability": 0.833984375}], "temperature": 1.0}, {"id": 35, "seek": 84090, "start": 823.68, "end": 840.9, "text": "طيب سؤال التاني تاني الاقتراحه مشهرية هل انتم في حال لو توفر رأس المال ونفّذتم المشروع هل انتم على ضمان 100% من نجاح هذا المشروع مهما كانت الخطة الاستراتيجية الموضوعة لتحقيق أهداف هذا المشروع أو تحقيق نجاح هذا المشروع؟", "tokens": [9566, 1829, 3555, 8608, 33604, 6027, 16712, 7649, 1829, 6055, 7649, 1829, 42963, 38149, 23557, 5016, 3224, 37893, 3224, 2288, 10632, 8032, 1211, 16472, 39237, 8978, 11331, 6027, 45164, 33427, 5172, 2288, 12602, 10721, 3794, 9673, 6027, 4032, 1863, 5172, 11703, 8848, 39237, 9673, 8592, 32887, 3615, 8032, 1211, 16472, 39237, 15844, 48812, 2304, 7649, 2319, 4, 9154, 8717, 7435, 39319, 23758, 9673, 8592, 32887, 3615, 3714, 3224, 15042, 25961, 2655, 33962, 9566, 3660, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 9673, 2407, 11242, 2407, 27884, 5296, 2655, 5016, 38436, 4587, 5551, 3224, 28259, 5172, 23758, 9673, 8592, 32887, 3615, 34051, 6055, 5016, 38436, 4587, 8717, 7435, 39319, 23758, 9673, 8592, 32887, 3615, 22807], "avg_logprob": -0.14388586723286173, "compression_ratio": 1.9898989898989898, "no_speech_prob": 2.09808349609375e-05, "words": [{"start": 823.68, "end": 824.26, "word": "طيب", "probability": 0.94873046875}, {"start": 824.26, "end": 824.76, "word": " سؤال", "probability": 0.83837890625}, {"start": 824.76, "end": 825.14, "word": " التاني", "probability": 0.541748046875}, {"start": 825.14, "end": 825.32, "word": " تاني", "probability": 0.91552734375}, {"start": 825.32, "end": 825.78, "word": " الاقتراحه", "probability": 0.79345703125}, {"start": 825.78, "end": 826.22, "word": " مشهرية", "probability": 0.80682373046875}, {"start": 826.22, "end": 827.26, "word": " هل", "probability": 0.878662109375}, {"start": 827.26, "end": 827.7, "word": " انتم", "probability": 0.79052734375}, {"start": 827.7, "end": 828.04, "word": " في", "probability": 0.96337890625}, {"start": 828.04, "end": 828.38, "word": " حال", "probability": 0.993896484375}, {"start": 828.38, "end": 828.5, "word": " لو", "probability": 0.9873046875}, {"start": 828.5, "end": 828.86, "word": " توفر", "probability": 0.89208984375}, {"start": 828.86, "end": 829.04, "word": " رأس", "probability": 0.8430989583333334}, {"start": 829.04, "end": 829.22, "word": " المال", "probability": 0.689208984375}, {"start": 829.22, "end": 829.7, "word": " ونفّذتم", "probability": 0.6521809895833334}, {"start": 829.7, "end": 830.2, "word": " المشروع", "probability": 0.994384765625}, {"start": 830.2, "end": 830.78, "word": " هل", "probability": 0.898681640625}, {"start": 830.78, "end": 831.2, "word": " انتم", "probability": 0.903564453125}, {"start": 831.2, "end": 831.8, "word": " على", "probability": 0.93115234375}, {"start": 831.8, "end": 832.58, "word": " ضمان", "probability": 0.9864908854166666}, {"start": 832.58, "end": 832.82, "word": " 100", "probability": 0.6181640625}, {"start": 832.82, "end": 833.4, "word": "%", "probability": 0.9814453125}, {"start": 833.4, "end": 833.82, "word": " من", "probability": 0.99072265625}, {"start": 833.82, "end": 834.28, "word": " نجاح", "probability": 0.9724934895833334}, {"start": 834.28, "end": 834.42, "word": " هذا", "probability": 0.45068359375}, {"start": 834.42, "end": 835.0, "word": " المشروع", "probability": 0.9931640625}, {"start": 835.0, "end": 835.58, "word": " مهما", "probability": 0.8854166666666666}, {"start": 835.58, "end": 835.98, "word": " كانت", "probability": 0.994384765625}, {"start": 835.98, "end": 836.54, "word": " الخطة", "probability": 0.9895833333333334}, {"start": 836.54, "end": 837.36, "word": " الاستراتيجية", "probability": 0.8882882254464286}, {"start": 837.36, "end": 838.02, "word": " الموضوعة", "probability": 0.89931640625}, {"start": 838.02, "end": 839.1, "word": " لتحقيق", "probability": 0.98369140625}, {"start": 839.1, "end": 839.36, "word": " أهداف", "probability": 0.964599609375}, {"start": 839.36, "end": 839.44, "word": " هذا", "probability": 0.87353515625}, {"start": 839.44, "end": 839.84, "word": " المشروع", "probability": 0.99267578125}, {"start": 839.84, "end": 840.02, "word": " أو", "probability": 0.92822265625}, {"start": 840.02, "end": 840.28, "word": " تحقيق", "probability": 0.9693603515625}, {"start": 840.28, "end": 840.48, "word": " نجاح", "probability": 0.978515625}, {"start": 840.48, "end": 840.62, "word": " هذا", "probability": 0.97216796875}, {"start": 840.62, "end": 840.9, "word": " المشروع؟", "probability": 0.972265625}], "temperature": 1.0}, {"id": 36, "seek": 86912, "start": 842.18, "end": 869.12, "text": "كنت عاملة دراسة جدوى و حطت خطة استراتيجية و عاملة حسابك يعني بالمليء لكن اللي بيكون في الميدان مش زي اللي بيكون برا الميدان ‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏�", "tokens": [19452, 2655, 6225, 10943, 37977, 11778, 23557, 3794, 3660, 10874, 3215, 2407, 7578, 4032, 11331, 9566, 2655, 16490, 9566, 3660, 44713, 2288, 9307, 1829, 7435, 10632, 4032, 6225, 10943, 37977, 11331, 3794, 16758, 4117, 37495, 22653, 20666, 2304, 20292, 38207, 44381, 13672, 1829, 4724, 1829, 30544, 8978, 9673, 25708, 7649, 37893, 30767, 1829, 13672, 1829, 4724, 1829, 30544, 4724, 23557, 9673, 25708, 7649, 1059, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913, 237, 913], "avg_logprob": -0.08701388888888889, "compression_ratio": 3.1986301369863015, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 842.18, "end": 842.54, "word": "كنت", "probability": 0.917724609375}, {"start": 842.54, "end": 842.82, "word": " عاملة", "probability": 0.80615234375}, {"start": 842.82, "end": 843.12, "word": " دراسة", "probability": 0.9915771484375}, {"start": 843.12, "end": 843.48, "word": " جدوى", "probability": 0.8741455078125}, {"start": 843.48, "end": 843.86, "word": " و", "probability": 0.8984375}, {"start": 843.86, "end": 844.22, "word": " حطت", "probability": 0.7119140625}, {"start": 844.22, "end": 844.48, "word": " خطة", "probability": 0.9080403645833334}, {"start": 844.48, "end": 845.08, "word": " استراتيجية", "probability": 0.9691569010416666}, {"start": 845.08, "end": 845.52, "word": " و", "probability": 0.95263671875}, {"start": 845.52, "end": 845.88, "word": " عاملة", "probability": 0.9772135416666666}, {"start": 845.88, "end": 846.38, "word": " حسابك", "probability": 0.95556640625}, {"start": 846.38, "end": 847.2, "word": " يعني", "probability": 0.75732421875}, {"start": 847.2, "end": 847.86, "word": " بالمليء", "probability": 0.65411376953125}, {"start": 847.86, "end": 848.4, "word": " لكن", "probability": 0.8017578125}, {"start": 848.4, "end": 848.62, "word": " اللي", "probability": 0.893310546875}, {"start": 848.62, "end": 848.84, "word": " بيكون", "probability": 0.884765625}, {"start": 848.84, "end": 848.98, "word": " في", "probability": 0.9609375}, {"start": 848.98, "end": 849.44, "word": " الميدان", "probability": 0.9261067708333334}, {"start": 849.44, "end": 850.46, "word": " مش", "probability": 0.9697265625}, {"start": 850.46, "end": 850.62, "word": " زي", "probability": 0.9853515625}, {"start": 850.62, "end": 850.7, "word": " اللي", "probability": 0.9853515625}, {"start": 850.7, "end": 850.92, "word": " بيكون", "probability": 0.97412109375}, {"start": 850.92, "end": 851.08, "word": " برا", "probability": 0.95751953125}, {"start": 851.08, "end": 851.56, "word": " الميدان", "probability": 0.8527018229166666}, {"start": 851.56, "end": 869.12, "word": " ‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏‏�", "probability": 0.9485598735927795}], "temperature": 1.0}, {"id": 37, "seek": 89471, "start": 870.29, "end": 894.71, "text": "لكن مع ذلك إذا عندك إرادة شو هتعمل إيه؟ هتجاسف لإنه تخطب الأسباب و لا الله تخطبه حقيقية بالضبط لإن الأمر يتطلب منك مخاطرة ومجازفة حتكون شخصية ريادية معتبرة جمال الشمال ممتاز لإستثمار يا أخواتي للمستقبل من اتمار أهمنا هذه الشجرة عشان مارشلسون وهذه الشجرة الشجرة اللي فيها اتمار هذه معناها شجرة ناجحة الشجرة هذه مش فيها ولا حاجة معناها شجرة إيش فاشلة", "tokens": [1211, 19452, 20449, 29910, 23275, 11933, 15730, 43242, 4117, 11933, 2288, 18513, 3660, 13412, 2407, 8032, 2655, 25957, 1211, 11933, 1829, 3224, 22807, 8032, 2655, 7435, 32277, 5172, 5296, 28814, 1863, 3224, 6055, 9778, 9566, 3555, 16247, 35457, 16758, 4032, 20193, 21984, 6055, 9778, 9566, 3555, 3224, 11331, 38436, 4587, 10632, 20666, 11242, 3555, 9566, 5296, 28814, 1863, 16247, 29973, 7251, 2655, 9566, 46152, 9154, 4117, 3714, 9778, 41193, 25720, 4032, 2304, 7435, 31377, 5172, 3660, 11331, 2655, 30544, 13412, 9778, 9381, 10632, 12602, 1829, 18513, 10632, 3714, 34268, 26890, 3660, 10874, 2304, 6027, 25124, 2304, 6027, 3714, 2304, 2655, 31377, 5296, 28814, 14851, 12984, 2304, 9640, 35186, 5551, 9778, 2407, 9307, 1829, 5296, 19528, 14851, 4587, 36150, 9154, 1975, 2655, 15042, 2288, 5551, 16095, 8315, 29538, 25124, 7435, 25720, 6225, 8592, 7649, 3714, 9640, 8592, 1211, 3794, 11536, 37037, 24192, 25124, 7435, 25720, 25124, 7435, 25720, 13672, 1829, 8978, 11296, 1975, 2655, 15042, 2288, 29538, 20449, 8315, 11296, 13412, 7435, 25720, 8717, 26108, 5016, 3660, 25124, 7435, 25720, 29538, 37893, 8978, 11296, 49429, 11331, 26108, 3660, 20449, 8315, 11296, 13412, 7435, 25720, 11933, 1829, 8592, 6156, 33599, 37977], "avg_logprob": -0.2662828868941257, "compression_ratio": 2.1491525423728812, "no_speech_prob": 0.0, "words": [{"start": 870.29, "end": 870.75, "word": "لكن", "probability": 0.899658203125}, {"start": 870.75, "end": 870.93, "word": " مع", "probability": 0.8203125}, {"start": 870.93, "end": 871.35, "word": " ذلك", "probability": 0.978515625}, {"start": 871.35, "end": 871.57, "word": " إذا", "probability": 0.895263671875}, {"start": 871.57, "end": 871.91, "word": " عندك", "probability": 0.922119140625}, {"start": 871.91, "end": 872.21, "word": " إرادة", "probability": 0.953857421875}, {"start": 872.21, "end": 872.33, "word": " شو", "probability": 0.6666259765625}, {"start": 872.33, "end": 872.69, "word": " هتعمل", "probability": 0.8974609375}, {"start": 872.69, "end": 873.07, "word": " إيه؟", "probability": 0.883056640625}, {"start": 873.07, "end": 873.77, "word": " هتجاسف", "probability": 0.77373046875}, {"start": 873.77, "end": 874.17, "word": " لإنه", "probability": 0.587890625}, {"start": 874.17, "end": 874.53, "word": " تخطب", "probability": 0.509033203125}, {"start": 874.53, "end": 875.17, "word": " الأسباب", "probability": 0.9851888020833334}, {"start": 875.17, "end": 875.31, "word": " و", "probability": 0.314697265625}, {"start": 875.31, "end": 875.39, "word": " لا", "probability": 0.90185546875}, {"start": 875.39, "end": 875.57, "word": " الله", "probability": 0.716796875}, {"start": 875.57, "end": 875.95, "word": " تخطبه", "probability": 0.688720703125}, {"start": 875.95, "end": 876.37, "word": " حقيقية", "probability": 0.607086181640625}, {"start": 876.37, "end": 876.83, "word": " بالضبط", "probability": 0.85675048828125}, {"start": 876.83, "end": 877.17, "word": " لإن", "probability": 0.91064453125}, {"start": 877.17, "end": 878.03, "word": " الأمر", "probability": 0.747314453125}, {"start": 878.03, "end": 878.51, "word": " يتطلب", "probability": 0.9781494140625}, {"start": 878.51, "end": 878.89, "word": " منك", "probability": 0.9931640625}, {"start": 878.89, "end": 879.39, "word": " مخاطرة", "probability": 0.989501953125}, {"start": 879.39, "end": 879.91, "word": " ومجازفة", "probability": 0.9034830729166666}, {"start": 879.91, "end": 880.27, "word": " حتكون", "probability": 0.6305338541666666}, {"start": 880.27, "end": 880.81, "word": " شخصية", "probability": 0.9908447265625}, {"start": 880.81, "end": 881.15, "word": " ريادية", "probability": 0.815185546875}, {"start": 881.15, "end": 881.49, "word": " معتبرة", "probability": 0.7564697265625}, {"start": 881.49, "end": 881.65, "word": " جمال", "probability": 0.5020345052083334}, {"start": 881.65, "end": 881.83, "word": " الشمال", "probability": 0.68212890625}, {"start": 881.83, "end": 882.25, "word": " ممتاز", "probability": 0.8760986328125}, {"start": 882.25, "end": 883.09, "word": " لإستثمار", "probability": 0.7502644856770834}, {"start": 883.09, "end": 883.21, "word": " يا", "probability": 0.8896484375}, {"start": 883.21, "end": 883.67, "word": " أخواتي", "probability": 0.89814453125}, {"start": 883.67, "end": 884.27, "word": " للمستقبل", "probability": 0.71103515625}, {"start": 884.27, "end": 884.45, "word": " من", "probability": 0.83251953125}, {"start": 884.45, "end": 884.71, "word": " اتمار", "probability": 0.57891845703125}, {"start": 884.71, "end": 885.19, "word": " أهمنا", "probability": 0.7849934895833334}, {"start": 885.19, "end": 885.65, "word": " هذه", "probability": 0.51611328125}, {"start": 885.65, "end": 886.03, "word": " الشجرة", "probability": 0.98681640625}, {"start": 886.03, "end": 886.39, "word": " عشان", "probability": 0.5947265625}, {"start": 886.39, "end": 886.91, "word": " مارشلسون", "probability": 0.504150390625}, {"start": 886.91, "end": 887.21, "word": " وهذه", "probability": 0.779541015625}, {"start": 887.21, "end": 887.57, "word": " الشجرة", "probability": 0.9239908854166666}, {"start": 887.57, "end": 888.75, "word": " الشجرة", "probability": 0.85791015625}, {"start": 888.75, "end": 888.89, "word": " اللي", "probability": 0.937255859375}, {"start": 888.89, "end": 889.31, "word": " فيها", "probability": 0.988525390625}, {"start": 889.31, "end": 890.01, "word": " اتمار", "probability": 0.875244140625}, {"start": 890.01, "end": 890.25, "word": " هذه", "probability": 0.8984375}, {"start": 890.25, "end": 890.57, "word": " معناها", "probability": 0.96142578125}, {"start": 890.57, "end": 890.87, "word": " شجرة", "probability": 0.9895833333333334}, {"start": 890.87, "end": 891.55, "word": " ناجحة", "probability": 0.9923095703125}, {"start": 891.55, "end": 892.39, "word": " الشجرة", "probability": 0.9832356770833334}, {"start": 892.39, "end": 892.61, "word": " هذه", "probability": 0.486083984375}, {"start": 892.61, "end": 892.81, "word": " مش", "probability": 0.380615234375}, {"start": 892.81, "end": 892.99, "word": " فيها", "probability": 0.947021484375}, {"start": 892.99, "end": 893.09, "word": " ولا", "probability": 0.73876953125}, {"start": 893.09, "end": 893.35, "word": " حاجة", "probability": 0.8836263020833334}, {"start": 893.35, "end": 893.63, "word": " معناها", "probability": 0.97509765625}, {"start": 893.63, "end": 893.91, "word": " شجرة", "probability": 0.9830729166666666}, {"start": 893.91, "end": 894.17, "word": " إيش", "probability": 0.7852376302083334}, {"start": 894.17, "end": 894.71, "word": " فاشلة", "probability": 0.7745768229166666}], "temperature": 1.0}, {"id": 38, "seek": 92449, "start": 895.03, "end": 924.49, "text": "إذا الاستثمار معناه المبلغ اللي أمامك هيشغله ويرد منه عن أموال إيش عن أموال أخرى طبعا الموضوع مش متبسطة فقط كل ما زادت طموحاتي وزادت مبلغ الاستثمار كل ما زادت المخاطرة اللي إحنا ختمنا فيها نقاش الأخوات قبل شوية إذا إحنا بناخد بالأسباب بنعمل اللي علينا بنعمل دراسة جدوة بنعمل مقترح بنعمل كل حاجة و بعدين اللي الله كانت بحاسيها إذا هناك علاقة تردية", "tokens": [28814, 15730, 42963, 14851, 12984, 2304, 9640, 20449, 8315, 3224, 9673, 36150, 17082, 13672, 1829, 5551, 2304, 10943, 4117, 39896, 8592, 17082, 43761, 4032, 13546, 3215, 9154, 3224, 18871, 5551, 2304, 2407, 6027, 11933, 1829, 8592, 18871, 5551, 2304, 2407, 6027, 5551, 34740, 7578, 23032, 3555, 3615, 995, 9673, 2407, 11242, 45367, 37893, 44650, 3555, 3794, 9566, 3660, 6156, 47432, 28242, 19446, 30767, 18513, 2655, 23032, 2304, 2407, 5016, 9307, 1829, 4032, 11622, 18513, 2655, 3714, 36150, 17082, 42963, 14851, 12984, 2304, 9640, 28242, 19446, 30767, 18513, 2655, 9673, 9778, 41193, 25720, 13672, 1829, 11933, 5016, 8315, 16490, 39237, 8315, 8978, 11296, 8717, 4587, 33599, 16247, 9778, 2407, 9307, 12174, 36150, 13412, 2407, 10632, 11933, 15730, 11933, 5016, 8315, 44945, 47283, 3215, 20666, 10721, 35457, 16758, 44945, 25957, 1211, 13672, 1829, 25894, 8315, 44945, 25957, 1211, 11778, 23557, 3794, 3660, 10874, 3215, 2407, 3660, 44945, 25957, 1211, 3714, 38149, 2288, 5016, 44945, 25957, 1211, 28242, 11331, 26108, 3660, 4032, 39182, 9957, 13672, 1829, 21984, 25961, 2655, 4724, 5016, 32277, 1829, 11296, 11933, 15730, 34105, 4117, 11203, 995, 28671, 6055, 2288, 3215, 10632], "avg_logprob": -0.18186475344694378, "compression_ratio": 2.191637630662021, "no_speech_prob": 1.0728836059570312e-06, "words": [{"start": 895.03, "end": 895.33, "word": "إذا", "probability": 0.7080078125}, {"start": 895.33, "end": 895.99, "word": " الاستثمار", "probability": 0.9333984375}, {"start": 895.99, "end": 896.53, "word": " معناه", "probability": 0.7838541666666666}, {"start": 896.53, "end": 897.17, "word": " المبلغ", "probability": 0.947265625}, {"start": 897.17, "end": 897.31, "word": " اللي", "probability": 0.822509765625}, {"start": 897.31, "end": 897.97, "word": " أمامك", "probability": 0.88232421875}, {"start": 897.97, "end": 898.69, "word": " هيشغله", "probability": 0.69488525390625}, {"start": 898.69, "end": 899.19, "word": " ويرد", "probability": 0.5201822916666666}, {"start": 899.19, "end": 899.59, "word": " منه", "probability": 0.703369140625}, {"start": 899.59, "end": 899.79, "word": " عن", "probability": 0.9814453125}, {"start": 899.79, "end": 900.23, "word": " أموال", "probability": 0.9510498046875}, {"start": 900.23, "end": 900.61, "word": " إيش", "probability": 0.7985026041666666}, {"start": 900.61, "end": 901.17, "word": " عن", "probability": 0.36865234375}, {"start": 901.17, "end": 901.69, "word": " أموال", "probability": 0.9705810546875}, {"start": 901.69, "end": 902.27, "word": " أخرى", "probability": 0.9837239583333334}, {"start": 902.27, "end": 902.69, "word": " طبعا", "probability": 0.928955078125}, {"start": 902.69, "end": 902.95, "word": " الموضوع", "probability": 0.99609375}, {"start": 902.95, "end": 903.13, "word": " مش", "probability": 0.9921875}, {"start": 903.13, "end": 903.73, "word": " متبسطة", "probability": 0.8658203125}, {"start": 903.73, "end": 904.17, "word": " فقط", "probability": 0.2847900390625}, {"start": 904.17, "end": 904.79, "word": " كل", "probability": 0.70947265625}, {"start": 904.79, "end": 905.03, "word": " ما", "probability": 0.8193359375}, {"start": 905.03, "end": 905.51, "word": " زادت", "probability": 0.8992513020833334}, {"start": 905.51, "end": 906.59, "word": " طموحاتي", "probability": 0.97021484375}, {"start": 906.59, "end": 908.41, "word": " وزادت", "probability": 0.8800048828125}, {"start": 908.41, "end": 908.85, "word": " مبلغ", "probability": 0.8292643229166666}, {"start": 908.85, "end": 909.49, "word": " الاستثمار", "probability": 0.97060546875}, {"start": 909.49, "end": 909.79, "word": " كل", "probability": 0.95361328125}, {"start": 909.79, "end": 909.95, "word": " ما", "probability": 0.97314453125}, {"start": 909.95, "end": 910.35, "word": " زادت", "probability": 0.919921875}, {"start": 910.35, "end": 911.11, "word": " المخاطرة", "probability": 0.9462890625}, {"start": 911.11, "end": 911.33, "word": " اللي", "probability": 0.96630859375}, {"start": 911.33, "end": 911.51, "word": " إحنا", "probability": 0.7904459635416666}, {"start": 911.51, "end": 911.89, "word": " ختمنا", "probability": 0.8821614583333334}, {"start": 911.89, "end": 912.07, "word": " فيها", "probability": 0.9833984375}, {"start": 912.07, "end": 912.45, "word": " نقاش", "probability": 0.9791666666666666}, {"start": 912.45, "end": 912.93, "word": " الأخوات", "probability": 0.96142578125}, {"start": 912.93, "end": 913.15, "word": " قبل", "probability": 0.764892578125}, {"start": 913.15, "end": 913.55, "word": " شوية", "probability": 0.82861328125}, {"start": 913.55, "end": 914.65, "word": " إذا", "probability": 0.932861328125}, {"start": 914.65, "end": 915.09, "word": " إحنا", "probability": 0.9407552083333334}, {"start": 915.09, "end": 915.57, "word": " بناخد", "probability": 0.9524739583333334}, {"start": 915.57, "end": 916.23, "word": " بالأسباب", "probability": 0.9407958984375}, {"start": 916.23, "end": 916.69, "word": " بنعمل", "probability": 0.8133951822916666}, {"start": 916.69, "end": 916.81, "word": " اللي", "probability": 0.955322265625}, {"start": 916.81, "end": 917.11, "word": " علينا", "probability": 0.9482421875}, {"start": 917.11, "end": 917.39, "word": " بنعمل", "probability": 0.8406575520833334}, {"start": 917.39, "end": 917.75, "word": " دراسة", "probability": 0.8262939453125}, {"start": 917.75, "end": 918.07, "word": " جدوة", "probability": 0.7088623046875}, {"start": 918.07, "end": 918.35, "word": " بنعمل", "probability": 0.9000651041666666}, {"start": 918.35, "end": 918.89, "word": " مقترح", "probability": 0.990478515625}, {"start": 918.89, "end": 919.79, "word": " بنعمل", "probability": 0.94091796875}, {"start": 919.79, "end": 919.99, "word": " كل", "probability": 0.97998046875}, {"start": 919.99, "end": 920.37, "word": " حاجة", "probability": 0.9851888020833334}, {"start": 920.37, "end": 920.55, "word": " و", "probability": 0.69140625}, {"start": 920.55, "end": 920.89, "word": " بعدين", "probability": 0.96630859375}, {"start": 920.89, "end": 921.03, "word": " اللي", "probability": 0.6044921875}, {"start": 921.03, "end": 921.13, "word": " الله", "probability": 0.87060546875}, {"start": 921.13, "end": 921.37, "word": " كانت", "probability": 0.412109375}, {"start": 921.37, "end": 921.93, "word": " بحاسيها", "probability": 0.75966796875}, {"start": 921.93, "end": 922.69, "word": " إذا", "probability": 0.881103515625}, {"start": 922.69, "end": 923.43, "word": " هناك", "probability": 0.9658203125}, {"start": 923.43, "end": 923.83, "word": " علاقة", "probability": 0.9794921875}, {"start": 923.83, "end": 924.49, "word": " تردية", "probability": 0.7420654296875}], "temperature": 1.0}, {"id": 39, "seek": 94509, "start": 924.97, "end": 945.09, "text": "بين ال return اللي هو العائد و ال risk اللي هو المخاطرة، كل ما زادت عوائدك بزيد أيش؟ بزيد مخاطرك، ممكن تقولي مخاطر أيش؟ مخاطر الخسارة، إذا الأخلاق مش كلها ورد، لأ لازم أخد بالنسبة لك إن ممكن اللي أسمح الله يصير أيش؟ خسارة، إذا هذا بالنسبة لل investment أو نسبة", "tokens": [3555, 9957, 2423, 2736, 13672, 1829, 31439, 18863, 16373, 3215, 4032, 2423, 3148, 13672, 1829, 31439, 9673, 9778, 41193, 25720, 12399, 28242, 19446, 30767, 18513, 2655, 6225, 2407, 16373, 3215, 4117, 4724, 11622, 25708, 36632, 8592, 22807, 4724, 11622, 25708, 3714, 9778, 41193, 31747, 12399, 3714, 43020, 6055, 39648, 1829, 3714, 9778, 41193, 2288, 36632, 8592, 22807, 3714, 9778, 41193, 2288, 33962, 3794, 9640, 3660, 12399, 11933, 15730, 16247, 9778, 15040, 4587, 37893, 28242, 11296, 4032, 2288, 3215, 12399, 5296, 10721, 5296, 31377, 2304, 5551, 9778, 3215, 20666, 1863, 35457, 3660, 5296, 4117, 36145, 3714, 43020, 13672, 1829, 5551, 38251, 5016, 21984, 7251, 9381, 13546, 36632, 8592, 22807, 16490, 3794, 9640, 3660, 12399, 11933, 15730, 23758, 20666, 1863, 35457, 3660, 24976, 6078, 34051, 8717, 35457, 3660], "avg_logprob": -0.23117618626496922, "compression_ratio": 1.991150442477876, "no_speech_prob": 3.4570693969726562e-06, "words": [{"start": 924.97, "end": 925.33, "word": "بين", "probability": 0.6470947265625}, {"start": 925.33, "end": 925.43, "word": " ال", "probability": 0.78125}, {"start": 925.43, "end": 926.01, "word": " return", "probability": 0.8779296875}, {"start": 926.01, "end": 926.33, "word": " اللي", "probability": 0.859619140625}, {"start": 926.33, "end": 926.55, "word": " هو", "probability": 0.98095703125}, {"start": 926.55, "end": 927.25, "word": " العائد", "probability": 0.9345703125}, {"start": 927.25, "end": 927.63, "word": " و", "probability": 0.68310546875}, {"start": 927.63, "end": 927.75, "word": " ال", "probability": 0.7763671875}, {"start": 927.75, "end": 928.15, "word": " risk", "probability": 0.98828125}, {"start": 928.15, "end": 928.49, "word": " اللي", "probability": 0.972900390625}, {"start": 928.49, "end": 928.63, "word": " هو", "probability": 0.99072265625}, {"start": 928.63, "end": 929.43, "word": " المخاطرة،", "probability": 0.81484375}, {"start": 929.43, "end": 930.25, "word": " كل", "probability": 0.908203125}, {"start": 930.25, "end": 930.43, "word": " ما", "probability": 0.9033203125}, {"start": 930.43, "end": 930.91, "word": " زادت", "probability": 0.9830729166666666}, {"start": 930.91, "end": 931.67, "word": " عوائدك", "probability": 0.905859375}, {"start": 931.67, "end": 932.11, "word": " بزيد", "probability": 0.74609375}, {"start": 932.11, "end": 932.69, "word": " أيش؟", "probability": 0.628173828125}, {"start": 932.69, "end": 933.15, "word": " بزيد", "probability": 0.96484375}, {"start": 933.15, "end": 934.23, "word": " مخاطرك،", "probability": 0.951171875}, {"start": 934.23, "end": 934.43, "word": " ممكن", "probability": 0.980224609375}, {"start": 934.43, "end": 934.83, "word": " تقولي", "probability": 0.9295247395833334}, {"start": 934.83, "end": 935.25, "word": " مخاطر", "probability": 0.9722900390625}, {"start": 935.25, "end": 935.51, "word": " أيش؟", "probability": 0.85205078125}, {"start": 935.51, "end": 935.85, "word": " مخاطر", "probability": 0.9896240234375}, {"start": 935.85, "end": 937.65, "word": " الخسارة،", "probability": 0.97080078125}, {"start": 937.65, "end": 937.81, "word": " إذا", "probability": 0.7783203125}, {"start": 937.81, "end": 938.19, "word": " الأخلاق", "probability": 0.689697265625}, {"start": 938.19, "end": 938.33, "word": " مش", "probability": 0.96533203125}, {"start": 938.33, "end": 938.59, "word": " كلها", "probability": 0.9931640625}, {"start": 938.59, "end": 938.89, "word": " ورد،", "probability": 0.64599609375}, {"start": 938.89, "end": 939.07, "word": " لأ", "probability": 0.896728515625}, {"start": 939.07, "end": 939.35, "word": " لازم", "probability": 0.9778645833333334}, {"start": 939.35, "end": 939.53, "word": " أخد", "probability": 0.8688151041666666}, {"start": 939.53, "end": 939.97, "word": " بالنسبة", "probability": 0.410064697265625}, {"start": 939.97, "end": 940.05, "word": " لك", "probability": 0.683837890625}, {"start": 940.05, "end": 940.13, "word": " إن", "probability": 0.35986328125}, {"start": 940.13, "end": 940.35, "word": " ممكن", "probability": 0.891357421875}, {"start": 940.35, "end": 940.49, "word": " اللي", "probability": 0.610595703125}, {"start": 940.49, "end": 940.77, "word": " أسمح", "probability": 0.6346028645833334}, {"start": 940.77, "end": 940.91, "word": " الله", "probability": 0.5634765625}, {"start": 940.91, "end": 941.29, "word": " يصير", "probability": 0.939453125}, {"start": 941.29, "end": 941.79, "word": " أيش؟", "probability": 0.7633463541666666}, {"start": 941.79, "end": 942.55, "word": " خسارة،", "probability": 0.88681640625}, {"start": 942.55, "end": 942.83, "word": " إذا", "probability": 0.910400390625}, {"start": 942.83, "end": 943.07, "word": " هذا", "probability": 0.34326171875}, {"start": 943.07, "end": 943.53, "word": " بالنسبة", "probability": 0.9970703125}, {"start": 943.53, "end": 943.65, "word": " لل", "probability": 0.49267578125}, {"start": 943.65, "end": 944.25, "word": " investment", "probability": 0.9638671875}, {"start": 944.25, "end": 944.69, "word": " أو", "probability": 0.90380859375}, {"start": 944.69, "end": 945.09, "word": " نسبة", "probability": 0.636474609375}], "temperature": 1.0}, {"id": 40, "seek": 97397, "start": 946.55, "end": 973.97, "text": "اللي حاكتناها ملخص بالتعريفها ده إيش بقولليه قرارات الاستثمار هي عبارة عن القرار الذي ينطوي عليه تخصيص قدر معلون من أموال منشأة في الوقت الراهن لنشاط جديد يحقق ربح في المستقبل وهو يكون عرضة لدرجات مختلفة من الخطر وعدم التأكد هو نفس اللي انت وحاكته، تمام؟ طيب، قرار التاني هو قرار التمويل، مين اسمه تمويل؟", "tokens": [6027, 20292, 11331, 995, 4117, 2655, 8315, 11296, 3714, 1211, 9778, 9381, 20666, 2655, 3615, 16572, 5172, 11296, 11778, 3224, 11933, 1829, 8592, 4724, 39648, 20292, 3224, 12174, 2288, 9640, 9307, 42963, 14851, 12984, 2304, 9640, 39896, 6225, 3555, 9640, 3660, 18871, 25062, 2288, 9640, 43527, 7251, 1863, 9566, 45865, 47356, 6055, 9778, 9381, 1829, 9381, 12174, 3215, 2288, 20449, 1211, 11536, 9154, 5551, 2304, 2407, 6027, 9154, 8592, 10721, 3660, 8978, 2423, 30543, 2655, 34892, 40294, 1863, 5296, 1863, 8592, 41193, 10874, 16254, 3215, 7251, 5016, 4587, 4587, 12602, 49628, 8978, 9673, 14851, 4587, 36150, 37037, 2407, 7251, 30544, 6225, 43042, 3660, 5296, 3215, 47341, 9307, 3714, 46456, 46538, 3660, 9154, 33962, 9566, 2288, 4032, 22488, 2304, 16712, 10721, 4117, 3215, 31439, 8717, 36178, 13672, 1829, 16472, 2655, 4032, 5016, 995, 4117, 47395, 12399, 46811, 10943, 22807, 23032, 1829, 3555, 12399, 12174, 2288, 9640, 16712, 7649, 1829, 31439, 12174, 2288, 9640, 16712, 2304, 2407, 26895, 12399, 3714, 9957, 24525, 2304, 3224, 46811, 2407, 26895, 22807], "avg_logprob": -0.13211078254762523, "compression_ratio": 1.9645390070921986, "no_speech_prob": 5.960464477539062e-07, "words": [{"start": 946.55, "end": 946.81, "word": "اللي", "probability": 0.9677734375}, {"start": 946.81, "end": 947.69, "word": " حاكتناها", "probability": 0.698974609375}, {"start": 947.69, "end": 948.33, "word": " ملخص", "probability": 0.8902587890625}, {"start": 948.33, "end": 948.87, "word": " بالتعريفها", "probability": 0.9185384114583334}, {"start": 948.87, "end": 948.95, "word": " ده", "probability": 0.77197265625}, {"start": 948.95, "end": 949.09, "word": " إيش", "probability": 0.8522135416666666}, {"start": 949.09, "end": 949.77, "word": " بقولليه", "probability": 0.80755615234375}, {"start": 949.77, "end": 950.29, "word": " قرارات", "probability": 0.851806640625}, {"start": 950.29, "end": 950.79, "word": " الاستثمار", "probability": 0.95771484375}, {"start": 950.79, "end": 950.95, "word": " هي", "probability": 0.9443359375}, {"start": 950.95, "end": 951.35, "word": " عبارة", "probability": 0.9954833984375}, {"start": 951.35, "end": 951.51, "word": " عن", "probability": 0.998046875}, {"start": 951.51, "end": 952.19, "word": " القرار", "probability": 0.9820963541666666}, {"start": 952.19, "end": 952.71, "word": " الذي", "probability": 0.580078125}, {"start": 952.71, "end": 953.33, "word": " ينطوي", "probability": 0.898681640625}, {"start": 953.33, "end": 953.69, "word": " عليه", "probability": 0.96142578125}, {"start": 953.69, "end": 954.39, "word": " تخصيص", "probability": 0.98984375}, {"start": 954.39, "end": 954.99, "word": " قدر", "probability": 0.9903971354166666}, {"start": 954.99, "end": 955.99, "word": " معلون", "probability": 0.8251953125}, {"start": 955.99, "end": 956.73, "word": " من", "probability": 0.98681640625}, {"start": 956.73, "end": 957.13, "word": " أموال", "probability": 0.9705810546875}, {"start": 957.13, "end": 957.71, "word": " منشأة", "probability": 0.8900146484375}, {"start": 957.71, "end": 957.89, "word": " في", "probability": 0.96484375}, {"start": 957.89, "end": 958.31, "word": " الوقت", "probability": 0.9847005208333334}, {"start": 958.31, "end": 958.81, "word": " الراهن", "probability": 0.9034830729166666}, {"start": 958.81, "end": 959.25, "word": " لنشاط", "probability": 0.9822998046875}, {"start": 959.25, "end": 959.63, "word": " جديد", "probability": 0.99560546875}, {"start": 959.63, "end": 960.13, "word": " يحقق", "probability": 0.9849853515625}, {"start": 960.13, "end": 960.37, "word": " ربح", "probability": 0.990478515625}, {"start": 960.37, "end": 960.49, "word": " في", "probability": 0.97998046875}, {"start": 960.49, "end": 961.07, "word": " المستقبل", "probability": 0.9891357421875}, {"start": 961.07, "end": 961.93, "word": " وهو", "probability": 0.84130859375}, {"start": 961.93, "end": 962.51, "word": " يكون", "probability": 0.97412109375}, {"start": 962.51, "end": 963.23, "word": " عرضة", "probability": 0.8971354166666666}, {"start": 963.23, "end": 963.69, "word": " لدرجات", "probability": 0.9912109375}, {"start": 963.69, "end": 964.39, "word": " مختلفة", "probability": 0.993896484375}, {"start": 964.39, "end": 964.63, "word": " من", "probability": 0.99609375}, {"start": 964.63, "end": 965.11, "word": " الخطر", "probability": 0.99365234375}, {"start": 965.11, "end": 965.55, "word": " وعدم", "probability": 0.7664388020833334}, {"start": 965.55, "end": 966.09, "word": " التأكد", "probability": 0.9779052734375}, {"start": 966.09, "end": 966.47, "word": " هو", "probability": 0.8662109375}, {"start": 966.47, "end": 966.67, "word": " نفس", "probability": 0.99169921875}, {"start": 966.67, "end": 966.79, "word": " اللي", "probability": 0.7244873046875}, {"start": 966.79, "end": 966.97, "word": " انت", "probability": 0.6365966796875}, {"start": 966.97, "end": 967.61, "word": " وحاكته،", "probability": 0.7366943359375}, {"start": 967.61, "end": 969.01, "word": " تمام؟", "probability": 0.921875}, {"start": 969.01, "end": 971.49, "word": " طيب،", "probability": 0.6456298828125}, {"start": 971.49, "end": 971.91, "word": " قرار", "probability": 0.6953531901041666}, {"start": 971.91, "end": 972.13, "word": " التاني", "probability": 0.9658203125}, {"start": 972.13, "end": 972.27, "word": " هو", "probability": 0.9814453125}, {"start": 972.27, "end": 972.57, "word": " قرار", "probability": 0.9617513020833334}, {"start": 972.57, "end": 973.03, "word": " التمويل،", "probability": 0.9208984375}, {"start": 973.03, "end": 973.15, "word": " مين", "probability": 0.762939453125}, {"start": 973.15, "end": 973.47, "word": " اسمه", "probability": 0.916015625}, {"start": 973.47, "end": 973.97, "word": " تمويل؟", "probability": 0.882080078125}], "temperature": 1.0}, {"id": 41, "seek": 99172, "start": 974.88, "end": 991.72, "text": "إيش يعني تمويل؟ هلأ أنا فيها عندي فكرة استثمارية Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial Financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial financial", "tokens": [28814, 1829, 8592, 37495, 22653, 46811, 2407, 26895, 22807, 8032, 1211, 10721, 41850, 8978, 11296, 18871, 16254, 6156, 4117, 25720, 44713, 12984, 2304, 9640, 10632, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 25560, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669, 4669], "avg_logprob": -0.15194445080227323, "compression_ratio": 19.06422018348624, "no_speech_prob": 1.6689300537109375e-06, "words": [{"start": 974.88, "end": 975.12, "word": "إيش", "probability": 0.7146402994791666}, {"start": 975.12, "end": 975.26, "word": " يعني", "probability": 0.951171875}, {"start": 975.26, "end": 976.06, "word": " تمويل؟", "probability": 0.826171875}, {"start": 976.06, "end": 976.2, "word": " هلأ", "probability": 0.8050130208333334}, {"start": 976.2, "end": 976.36, "word": " أنا", "probability": 0.83740234375}, {"start": 976.36, "end": 976.56, "word": " فيها", "probability": 0.6324462890625}, {"start": 976.56, "end": 976.7, "word": " عندي", "probability": 0.706298828125}, {"start": 976.7, "end": 976.9, "word": " فكرة", "probability": 0.97802734375}, {"start": 976.9, "end": 977.58, "word": " استثمارية", "probability": 0.97978515625}, {"start": 977.58, "end": 979.56, "word": " Financial", "probability": 0.5498046875}, {"start": 979.56, "end": 980.62, "word": " Financial", "probability": 0.473388671875}, {"start": 980.62, "end": 982.0, "word": " Financial", "probability": 0.7216796875}, {"start": 982.0, "end": 983.14, "word": " Financial", "probability": 0.81005859375}, {"start": 983.14, "end": 983.9, "word": " Financial", "probability": 0.93408203125}, {"start": 983.9, "end": 983.98, "word": " Financial", "probability": 0.96875}, {"start": 983.98, "end": 984.06, "word": " Financial", "probability": 0.97900390625}, {"start": 984.06, "end": 985.9, "word": " Financial", "probability": 0.98291015625}, {"start": 985.9, "end": 985.98, "word": " Financial", "probability": 0.9853515625}, {"start": 985.98, "end": 986.3, "word": " Financial", "probability": 0.98681640625}, {"start": 986.3, "end": 986.3, "word": " Financial", "probability": 0.98779296875}, {"start": 986.3, "end": 986.36, "word": " Financial", "probability": 0.98828125}, {"start": 986.36, "end": 986.4, "word": " Financial", "probability": 0.98876953125}, {"start": 986.4, "end": 986.52, "word": " Financial", "probability": 0.9892578125}, {"start": 986.52, "end": 986.52, "word": " Financial", "probability": 0.98974609375}, {"start": 986.52, "end": 986.54, "word": " Financial", "probability": 0.98974609375}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.98974609375}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.98974609375}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.98974609375}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.98974609375}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.98974609375}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.98974609375}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.98974609375}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.98974609375}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.98974609375}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.98974609375}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.9892578125}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.9892578125}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.98876953125}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.98876953125}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.98876953125}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.98828125}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.98828125}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.98828125}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.98779296875}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.9873046875}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.9873046875}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.9873046875}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.98681640625}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.986328125}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.986328125}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.98583984375}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.9853515625}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.9853515625}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.98486328125}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.984375}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.984375}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.98388671875}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.9833984375}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.9833984375}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.982421875}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.98193359375}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.98193359375}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.9814453125}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.98095703125}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.98046875}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.98046875}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.97998046875}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.97900390625}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.97900390625}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.978515625}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.97802734375}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.97705078125}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.9765625}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.97607421875}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.9755859375}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.97509765625}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.97412109375}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.9736328125}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.97265625}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.9716796875}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.97119140625}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.97021484375}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.96923828125}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.96875}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.96826171875}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.9677734375}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.9658203125}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.96484375}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.96337890625}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.96240234375}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.9609375}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.95849609375}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.95751953125}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.955078125}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.95361328125}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.9521484375}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.94873046875}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.947265625}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.943359375}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.93603515625}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.93408203125}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.9296875}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.921875}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.91064453125}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.904296875}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.8935546875}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.880859375}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.86181640625}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.8369140625}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.810546875}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.7763671875}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.73193359375}, {"start": 986.54, "end": 986.54, "word": " Financial", "probability": 0.68505859375}, {"start": 986.54, "end": 986.54, "word": " financial", "probability": 0.25244140625}, {"start": 986.54, "end": 986.54, "word": " financial", "probability": 0.59326171875}, {"start": 986.54, "end": 986.6, "word": " financial", "probability": 0.796875}, {"start": 986.6, "end": 986.94, "word": " financial", "probability": 0.86474609375}, {"start": 986.94, "end": 986.94, "word": " financial", "probability": 0.8759765625}, {"start": 986.94, "end": 986.94, "word": " financial", "probability": 0.87646484375}, {"start": 986.94, "end": 986.98, "word": " financial", "probability": 0.87646484375}, {"start": 986.98, "end": 986.98, "word": " financial", "probability": 0.87744140625}, {"start": 986.98, "end": 987.04, "word": " financial", "probability": 0.87841796875}, {"start": 987.04, "end": 988.96, "word": " financial", "probability": 0.87939453125}, {"start": 988.96, "end": 989.14, "word": " financial", "probability": 0.87890625}, {"start": 989.14, "end": 989.32, "word": " financial", "probability": 0.880859375}, {"start": 989.32, "end": 989.32, "word": " financial", "probability": 0.88134765625}, {"start": 989.32, "end": 989.36, "word": " financial", "probability": 0.8818359375}, {"start": 989.36, "end": 989.36, "word": " financial", "probability": 0.88330078125}, {"start": 989.36, "end": 989.36, "word": " financial", "probability": 0.884765625}, {"start": 989.36, "end": 989.36, "word": " financial", "probability": 0.88720703125}, {"start": 989.36, "end": 989.66, "word": " financial", "probability": 0.88671875}, {"start": 989.66, "end": 989.68, "word": " financial", "probability": 0.888671875}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.88720703125}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.88720703125}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.88720703125}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.88818359375}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.8876953125}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.8896484375}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.88720703125}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.8876953125}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.8876953125}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.88916015625}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.8828125}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.88330078125}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.8837890625}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.88134765625}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.8798828125}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.87841796875}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.87841796875}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.875}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.87255859375}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.87255859375}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.87158203125}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.87109375}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.8671875}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.86572265625}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.86328125}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.86328125}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.86279296875}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.8583984375}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.85693359375}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.85498046875}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.85205078125}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.8505859375}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.8466796875}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.84228515625}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.841796875}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.83984375}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.837890625}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.83349609375}, {"start": 989.68, "end": 989.68, "word": " financial", "probability": 0.83203125}, {"start": 989.68, "end": 989.7, "word": " financial", "probability": 0.828125}, {"start": 989.7, "end": 991.4, "word": " financial", "probability": 0.81982421875}, {"start": 991.4, "end": 991.4, "word": " financial", "probability": 0.8154296875}, {"start": 991.4, "end": 991.4, "word": " financial", "probability": 0.81396484375}, {"start": 991.4, "end": 991.4, "word": " financial", "probability": 0.80712890625}, {"start": 991.4, "end": 991.4, "word": " financial", "probability": 0.80126953125}, {"start": 991.4, "end": 991.4, "word": " financial", "probability": 0.80029296875}, {"start": 991.4, "end": 991.4, "word": " financial", "probability": 0.79736328125}, {"start": 991.4, "end": 991.4, "word": " financial", "probability": 0.7890625}, {"start": 991.4, "end": 991.4, "word": " financial", "probability": 0.78271484375}, {"start": 991.4, "end": 991.4, "word": " financial", "probability": 0.77978515625}, {"start": 991.4, "end": 991.4, "word": " financial", "probability": 0.7763671875}, {"start": 991.4, "end": 991.4, "word": " financial", "probability": 0.76611328125}, {"start": 991.4, "end": 991.4, "word": " financial", "probability": 0.75732421875}, {"start": 991.4, "end": 991.4, "word": " financial", "probability": 0.74658203125}, {"start": 991.4, "end": 991.4, "word": " financial", "probability": 0.74267578125}, {"start": 991.4, "end": 991.4, "word": " financial", "probability": 0.740234375}, {"start": 991.4, "end": 991.4, "word": " financial", "probability": 0.724609375}, {"start": 991.4, "end": 991.4, "word": " financial", "probability": 0.72216796875}, {"start": 991.4, "end": 991.4, "word": " financial", "probability": 0.7177734375}, {"start": 991.4, "end": 991.4, "word": " financial", "probability": 0.705078125}, {"start": 991.4, "end": 991.4, "word": " financial", "probability": 0.697265625}, {"start": 991.4, "end": 991.4, "word": " financial", "probability": 0.68408203125}, {"start": 991.4, "end": 991.4, "word": " financial", "probability": 0.67431640625}, {"start": 991.4, "end": 991.4, "word": " financial", "probability": 0.67724609375}, {"start": 991.4, "end": 991.4, "word": " financial", "probability": 0.66796875}, {"start": 991.4, "end": 991.4, "word": " financial", "probability": 0.6513671875}, {"start": 991.4, "end": 991.4, "word": " financial", "probability": 0.640625}, {"start": 991.4, "end": 991.4, "word": " financial", "probability": 0.62548828125}, {"start": 991.4, "end": 991.4, "word": " financial", "probability": 0.63134765625}, {"start": 991.4, "end": 991.4, "word": " financial", "probability": 0.6298828125}, {"start": 991.4, "end": 991.4, "word": " financial", "probability": 0.6279296875}, {"start": 991.4, "end": 991.4, "word": " financial", "probability": 0.6279296875}, {"start": 991.4, "end": 991.72, "word": " financial", "probability": 0.5869140625}, {"start": 991.72, "end": 991.72, "word": " financial", "probability": 0.54345703125}, {"start": 991.72, "end": 991.72, "word": " financial", "probability": 0.488037109375}, {"start": 991.72, "end": 991.72, "word": " financial", "probability": 0.56787109375}], "temperature": 1.0}, {"id": 42, "seek": 101523, "start": 1000.31, "end": 1015.23, "text": "أنا عندي فكرة، فكرة مشروع، بس شو ناقصني؟ التمويل، صح؟ عندي فكرة استثمارية، يعني أنا شو محتاجها؟ التمويل طيب، التمويل هذا من وين ده أحصل عليه؟ من ذاتي، من شخصي أو؟ أو بانك الدين، أخد قرد من الbank أو؟", "tokens": [10721, 8315, 18871, 16254, 6156, 4117, 25720, 12399, 6156, 4117, 25720, 37893, 32887, 3615, 12399, 4724, 3794, 13412, 2407, 8717, 995, 4587, 9381, 22653, 22807, 16712, 2304, 2407, 26895, 12399, 20328, 5016, 22807, 18871, 16254, 6156, 4117, 25720, 44713, 12984, 2304, 9640, 10632, 12399, 37495, 22653, 41850, 13412, 2407, 3714, 33753, 26108, 11296, 22807, 16712, 2304, 2407, 26895, 23032, 1829, 3555, 12399, 16712, 2304, 2407, 26895, 23758, 9154, 4032, 9957, 11778, 3224, 5551, 5016, 36520, 47356, 22807, 9154, 29910, 9307, 1829, 12399, 9154, 13412, 9778, 9381, 1829, 34051, 22807, 34051, 4724, 7649, 4117, 32748, 9957, 12399, 5551, 9778, 3215, 12174, 2288, 3215, 9154, 2423, 25423, 34051, 22807], "avg_logprob": -0.22714120591128314, "compression_ratio": 1.8350515463917525, "no_speech_prob": 1.8477439880371094e-06, "words": [{"start": 1000.31, "end": 1000.55, "word": "أنا", "probability": 0.69921875}, {"start": 1000.55, "end": 1000.81, "word": " عندي", "probability": 0.8583984375}, {"start": 1000.81, "end": 1001.29, "word": " فكرة،", "probability": 0.824951171875}, {"start": 1001.29, "end": 1001.49, "word": " فكرة", "probability": 0.9700520833333334}, {"start": 1001.49, "end": 1002.33, "word": " مشروع،", "probability": 0.8553466796875}, {"start": 1002.33, "end": 1002.47, "word": " بس", "probability": 0.982177734375}, {"start": 1002.47, "end": 1002.57, "word": " شو", "probability": 0.976806640625}, {"start": 1002.57, "end": 1003.61, "word": " ناقصني؟", "probability": 0.85205078125}, {"start": 1003.61, "end": 1004.53, "word": " التمويل،", "probability": 0.73955078125}, {"start": 1004.53, "end": 1004.79, "word": " صح؟", "probability": 0.85302734375}, {"start": 1004.79, "end": 1005.11, "word": " عندي", "probability": 0.860595703125}, {"start": 1005.11, "end": 1005.27, "word": " فكرة", "probability": 0.9886067708333334}, {"start": 1005.27, "end": 1005.81, "word": " استثمارية،", "probability": 0.930419921875}, {"start": 1005.81, "end": 1005.87, "word": " يعني", "probability": 0.77880859375}, {"start": 1005.87, "end": 1005.95, "word": " أنا", "probability": 0.69287109375}, {"start": 1005.95, "end": 1006.05, "word": " شو", "probability": 0.978515625}, {"start": 1006.05, "end": 1006.95, "word": " محتاجها؟", "probability": 0.9783203125}, {"start": 1006.95, "end": 1007.51, "word": " التمويل", "probability": 0.95751953125}, {"start": 1007.51, "end": 1008.05, "word": " طيب،", "probability": 0.830810546875}, {"start": 1008.05, "end": 1008.35, "word": " التمويل", "probability": 0.9478759765625}, {"start": 1008.35, "end": 1008.47, "word": " هذا", "probability": 0.2666015625}, {"start": 1008.47, "end": 1008.55, "word": " من", "probability": 0.9736328125}, {"start": 1008.55, "end": 1008.65, "word": " وين", "probability": 0.4605712890625}, {"start": 1008.65, "end": 1008.71, "word": " ده", "probability": 0.75048828125}, {"start": 1008.71, "end": 1008.89, "word": " أحصل", "probability": 0.83349609375}, {"start": 1008.89, "end": 1011.21, "word": " عليه؟", "probability": 0.88232421875}, {"start": 1011.21, "end": 1011.45, "word": " من", "probability": 0.95751953125}, {"start": 1011.45, "end": 1011.87, "word": " ذاتي،", "probability": 0.961669921875}, {"start": 1011.87, "end": 1011.99, "word": " من", "probability": 0.99462890625}, {"start": 1011.99, "end": 1012.41, "word": " شخصي", "probability": 0.9808349609375}, {"start": 1012.41, "end": 1013.15, "word": " أو؟", "probability": 0.45745849609375}, {"start": 1013.15, "end": 1013.43, "word": " أو", "probability": 0.73828125}, {"start": 1013.43, "end": 1013.67, "word": " بانك", "probability": 0.7151692708333334}, {"start": 1013.67, "end": 1014.13, "word": " الدين،", "probability": 0.4756266276041667}, {"start": 1014.13, "end": 1014.35, "word": " أخد", "probability": 0.8837890625}, {"start": 1014.35, "end": 1014.55, "word": " قرد", "probability": 0.7025553385416666}, {"start": 1014.55, "end": 1014.67, "word": " من", "probability": 0.99755859375}, {"start": 1014.67, "end": 1014.93, "word": " الbank", "probability": 0.55731201171875}, {"start": 1014.93, "end": 1015.23, "word": " أو؟", "probability": 0.80126953125}], "temperature": 1.0}, {"id": 43, "seek": 104458, "start": 1017.24, "end": 1044.58, "text": "أو ناس مساهمة، صح؟ فيه مستثمرين معاهم فلوس بس بدهم فكرة يحطوا فيها فلوسهم، صح؟ يبقى فيه عند أنا مجموع من طرق اللي أنا ممكن أحصل فيها على الأموال أحصل فيها على .. يعني أقدر فيها من خلال الأموال المشروعة كده القرار التاني اللي هم القرارات لدولة المالية اللي هو القرار الـ Funding اللي هي قرار الدمويل إيش عملت بصدق؟ من أين لك هذا؟ انت ركب جيب موديل 2020 من أين جبت فلوسه؟", "tokens": [10721, 2407, 8717, 32277, 47524, 995, 16095, 3660, 12399, 20328, 5016, 22807, 8978, 3224, 3714, 14851, 12984, 29973, 9957, 20449, 995, 16095, 6156, 1211, 41779, 4724, 3794, 47525, 16095, 6156, 4117, 25720, 7251, 5016, 9566, 14407, 8978, 11296, 6156, 1211, 41779, 16095, 12399, 20328, 5016, 22807, 7251, 3555, 4587, 7578, 8978, 3224, 43242, 41850, 3714, 7435, 2304, 45367, 9154, 23032, 2288, 4587, 13672, 1829, 41850, 3714, 43020, 5551, 5016, 36520, 8978, 11296, 15844, 16247, 2304, 2407, 6027, 5551, 5016, 36520, 8978, 11296, 15844, 4386, 37495, 22653, 5551, 28543, 2288, 8978, 11296, 9154, 16490, 1211, 6027, 16247, 2304, 2407, 6027, 9673, 8592, 32887, 27884, 9122, 3215, 3224, 25062, 2288, 9640, 16712, 7649, 1829, 13672, 1829, 8032, 2304, 25062, 2288, 9640, 9307, 5296, 3215, 12610, 3660, 9673, 6027, 10632, 13672, 1829, 31439, 25062, 2288, 9640, 2423, 39184, 13493, 278, 13672, 1829, 39896, 12174, 2288, 9640, 32748, 2304, 2407, 26895, 11933, 1829, 8592, 6225, 42213, 2655, 4724, 9381, 3215, 4587, 22807, 9154, 5551, 9957, 5296, 4117, 23758, 22807, 16472, 2655, 12602, 4117, 3555, 10874, 1829, 3555, 3714, 2407, 16254, 1211, 4808, 9154, 5551, 9957, 10874, 3555, 2655, 6156, 1211, 41779, 3224, 22807], "avg_logprob": -0.23700657902579558, "compression_ratio": 2.092948717948718, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1017.24, "end": 1017.56, "word": "أو", "probability": 0.977294921875}, {"start": 1017.56, "end": 1017.96, "word": " ناس", "probability": 0.928466796875}, {"start": 1017.96, "end": 1018.74, "word": " مساهمة،", "probability": 0.735498046875}, {"start": 1018.74, "end": 1019.12, "word": " صح؟", "probability": 0.8361002604166666}, {"start": 1019.12, "end": 1019.28, "word": " فيه", "probability": 0.4990234375}, {"start": 1019.28, "end": 1020.24, "word": " مستثمرين", "probability": 0.97099609375}, {"start": 1020.24, "end": 1020.6, "word": " معاهم", "probability": 0.94091796875}, {"start": 1020.6, "end": 1021.02, "word": " فلوس", "probability": 0.9690755208333334}, {"start": 1021.02, "end": 1021.28, "word": " بس", "probability": 0.937255859375}, {"start": 1021.28, "end": 1021.48, "word": " بدهم", "probability": 0.738525390625}, {"start": 1021.48, "end": 1021.82, "word": " فكرة", "probability": 0.947265625}, {"start": 1021.82, "end": 1022.22, "word": " يحطوا", "probability": 0.85687255859375}, {"start": 1022.22, "end": 1022.38, "word": " فيها", "probability": 0.9912109375}, {"start": 1022.38, "end": 1022.82, "word": " فلوسهم،", "probability": 0.9763671875}, {"start": 1022.82, "end": 1023.4, "word": " صح؟", "probability": 0.98779296875}, {"start": 1023.4, "end": 1023.62, "word": " يبقى", "probability": 0.9302978515625}, {"start": 1023.62, "end": 1023.76, "word": " فيه", "probability": 0.593017578125}, {"start": 1023.76, "end": 1023.9, "word": " عند", "probability": 0.31787109375}, {"start": 1023.9, "end": 1024.18, "word": " أنا", "probability": 0.7666015625}, {"start": 1024.18, "end": 1025.0, "word": " مجموع", "probability": 0.892333984375}, {"start": 1025.0, "end": 1025.14, "word": " من", "probability": 0.87451171875}, {"start": 1025.14, "end": 1025.42, "word": " طرق", "probability": 0.8352864583333334}, {"start": 1025.42, "end": 1025.52, "word": " اللي", "probability": 0.959716796875}, {"start": 1025.52, "end": 1025.64, "word": " أنا", "probability": 0.748046875}, {"start": 1025.64, "end": 1025.9, "word": " ممكن", "probability": 0.987548828125}, {"start": 1025.9, "end": 1026.28, "word": " أحصل", "probability": 0.96044921875}, {"start": 1026.28, "end": 1026.74, "word": " فيها", "probability": 0.99560546875}, {"start": 1026.74, "end": 1027.34, "word": " على", "probability": 0.88818359375}, {"start": 1027.34, "end": 1028.08, "word": " الأموال", "probability": 0.9739990234375}, {"start": 1028.08, "end": 1028.48, "word": " أحصل", "probability": 0.8943684895833334}, {"start": 1028.48, "end": 1028.94, "word": " فيها", "probability": 0.99609375}, {"start": 1028.94, "end": 1029.22, "word": " على", "probability": 0.8056640625}, {"start": 1029.22, "end": 1029.56, "word": " ..", "probability": 0.46435546875}, {"start": 1029.56, "end": 1029.86, "word": " يعني", "probability": 0.907470703125}, {"start": 1029.86, "end": 1030.58, "word": " أقدر", "probability": 0.9541015625}, {"start": 1030.58, "end": 1030.82, "word": " فيها", "probability": 0.9970703125}, {"start": 1030.82, "end": 1030.94, "word": " من", "probability": 0.99853515625}, {"start": 1030.94, "end": 1031.14, "word": " خلال", "probability": 0.9959309895833334}, {"start": 1031.14, "end": 1031.46, "word": " الأموال", "probability": 0.9097900390625}, {"start": 1031.46, "end": 1031.96, "word": " المشروعة", "probability": 0.8544921875}, {"start": 1031.96, "end": 1032.3, "word": " كده", "probability": 0.5726318359375}, {"start": 1032.3, "end": 1032.7, "word": " القرار", "probability": 0.5912272135416666}, {"start": 1032.7, "end": 1033.06, "word": " التاني", "probability": 0.8995768229166666}, {"start": 1033.06, "end": 1033.18, "word": " اللي", "probability": 0.685791015625}, {"start": 1033.18, "end": 1033.36, "word": " هم", "probability": 0.621337890625}, {"start": 1033.36, "end": 1033.82, "word": " القرارات", "probability": 0.7249755859375}, {"start": 1033.82, "end": 1034.12, "word": " لدولة", "probability": 0.6646728515625}, {"start": 1034.12, "end": 1034.46, "word": " المالية", "probability": 0.95068359375}, {"start": 1034.46, "end": 1034.56, "word": " اللي", "probability": 0.886474609375}, {"start": 1034.56, "end": 1034.7, "word": " هو", "probability": 0.88427734375}, {"start": 1034.7, "end": 1034.98, "word": " القرار", "probability": 0.8680013020833334}, {"start": 1034.98, "end": 1035.2, "word": " الـ", "probability": 0.8583984375}, {"start": 1035.2, "end": 1035.74, "word": " Funding", "probability": 0.7451171875}, {"start": 1035.74, "end": 1036.06, "word": " اللي", "probability": 0.94384765625}, {"start": 1036.06, "end": 1036.24, "word": " هي", "probability": 0.88427734375}, {"start": 1036.24, "end": 1036.54, "word": " قرار", "probability": 0.8741861979166666}, {"start": 1036.54, "end": 1037.02, "word": " الدمويل", "probability": 0.6759033203125}, {"start": 1037.02, "end": 1037.28, "word": " إيش", "probability": 0.661865234375}, {"start": 1037.28, "end": 1037.7, "word": " عملت", "probability": 0.4073079427083333}, {"start": 1037.7, "end": 1038.28, "word": " بصدق؟", "probability": 0.65869140625}, {"start": 1038.28, "end": 1038.4, "word": " من", "probability": 0.875}, {"start": 1038.4, "end": 1038.68, "word": " أين", "probability": 0.90234375}, {"start": 1038.68, "end": 1039.02, "word": " لك", "probability": 0.89599609375}, {"start": 1039.02, "end": 1040.06, "word": " هذا؟", "probability": 0.96533203125}, {"start": 1040.06, "end": 1040.38, "word": " انت", "probability": 0.616455078125}, {"start": 1040.38, "end": 1040.7, "word": " ركب", "probability": 0.80224609375}, {"start": 1040.7, "end": 1041.02, "word": " جيب", "probability": 0.6810709635416666}, {"start": 1041.02, "end": 1041.5, "word": " موديل", "probability": 0.775634765625}, {"start": 1041.5, "end": 1042.18, "word": " 2020", "probability": 0.9384765625}, {"start": 1042.18, "end": 1043.5, "word": " من", "probability": 0.5380859375}, {"start": 1043.5, "end": 1043.64, "word": " أين", "probability": 0.822998046875}, {"start": 1043.64, "end": 1043.9, "word": " جبت", "probability": 0.5752766927083334}, {"start": 1043.9, "end": 1044.58, "word": " فلوسه؟", "probability": 0.9828125}], "temperature": 1.0}, {"id": 44, "seek": 107426, "start": 1044.98, "end": 1074.26, "text": "من وين مولتي؟ من وين دفعتي؟ والله بعيد قطرة الأرض، بعيد دهب، بعيد حاجة، هذا بيسميه إيش التمويل زي ما تفكرتوا مع بعض أنه التمويل طبعا المصادر إما دافع، معايا، الدخار، تحت الظلال، دهب، أي حاجة أو قولوط من مؤسسات أو من بنوك أو ممكن تبحثهم، ده كانت مؤسسة مساهمة أو ممكن أرباح إيش، محتجة، إحنا أرباح إن خبينا، إذا القرار الهام التاني هو قرار تمويل، قرار تمويل الاستثمار، ماشي، تفضلي", "tokens": [27842, 4032, 9957, 3714, 12610, 31371, 22807, 9154, 4032, 9957, 11778, 5172, 3615, 31371, 22807, 16070, 43761, 45030, 25708, 12174, 9566, 25720, 16247, 43042, 12399, 45030, 25708, 11778, 3224, 3555, 12399, 45030, 25708, 11331, 26108, 3660, 12399, 23758, 4724, 1829, 38251, 1829, 3224, 11933, 1829, 8592, 16712, 2304, 2407, 26895, 30767, 1829, 19446, 6055, 5172, 37983, 2655, 14407, 20449, 45030, 11242, 14739, 3224, 16712, 2304, 2407, 26895, 23032, 3555, 3615, 995, 9673, 9381, 18513, 2288, 11933, 15042, 11778, 31845, 3615, 12399, 20449, 995, 25528, 12399, 32748, 9778, 9640, 12399, 6055, 33753, 6024, 116, 1211, 6027, 12399, 11778, 3224, 3555, 12399, 36632, 11331, 26108, 3660, 34051, 12174, 12610, 2407, 9566, 9154, 3714, 33604, 3794, 3794, 9307, 34051, 9154, 44945, 2407, 4117, 34051, 3714, 43020, 6055, 49628, 12984, 16095, 12399, 11778, 3224, 25961, 2655, 3714, 33604, 3794, 3794, 3660, 47524, 995, 16095, 3660, 34051, 3714, 43020, 5551, 25513, 39319, 11933, 1829, 8592, 12399, 3714, 33753, 7435, 3660, 12399, 11933, 5016, 8315, 5551, 25513, 39319, 36145, 16490, 21292, 8315, 12399, 11933, 15730, 25062, 2288, 9640, 2423, 3224, 10943, 16712, 7649, 1829, 31439, 12174, 2288, 9640, 46811, 2407, 26895, 12399, 12174, 2288, 9640, 46811, 2407, 26895, 42963, 14851, 12984, 2304, 9640, 12399, 3714, 33599, 1829, 12399, 6055, 5172, 11242, 20292], "avg_logprob": -0.2794383916877894, "compression_ratio": 2.1853035143769968, "no_speech_prob": 5.7220458984375e-06, "words": [{"start": 1044.98, "end": 1045.16, "word": "من", "probability": 0.95849609375}, {"start": 1045.16, "end": 1045.32, "word": " وين", "probability": 0.6986083984375}, {"start": 1045.32, "end": 1046.1, "word": " مولتي؟", "probability": 0.8154296875}, {"start": 1046.1, "end": 1046.22, "word": " من", "probability": 0.97607421875}, {"start": 1046.22, "end": 1046.36, "word": " وين", "probability": 0.9970703125}, {"start": 1046.36, "end": 1046.92, "word": " دفعتي؟", "probability": 0.87568359375}, {"start": 1046.92, "end": 1047.06, "word": " والله", "probability": 0.82177734375}, {"start": 1047.06, "end": 1047.28, "word": " بعيد", "probability": 0.46356201171875}, {"start": 1047.28, "end": 1047.6, "word": " قطرة", "probability": 0.365966796875}, {"start": 1047.6, "end": 1048.04, "word": " الأرض،", "probability": 0.8068033854166666}, {"start": 1048.04, "end": 1048.22, "word": " بعيد", "probability": 0.965087890625}, {"start": 1048.22, "end": 1048.44, "word": " دهب،", "probability": 0.949951171875}, {"start": 1048.44, "end": 1048.66, "word": " بعيد", "probability": 0.963623046875}, {"start": 1048.66, "end": 1049.54, "word": " حاجة،", "probability": 0.882568359375}, {"start": 1049.54, "end": 1049.68, "word": " هذا", "probability": 0.72607421875}, {"start": 1049.68, "end": 1050.2, "word": " بيسميه", "probability": 0.746875}, {"start": 1050.2, "end": 1050.4, "word": " إيش", "probability": 0.6798095703125}, {"start": 1050.4, "end": 1050.94, "word": " التمويل", "probability": 0.75799560546875}, {"start": 1050.94, "end": 1051.36, "word": " زي", "probability": 0.7783203125}, {"start": 1051.36, "end": 1051.44, "word": " ما", "probability": 0.974609375}, {"start": 1051.44, "end": 1051.96, "word": " تفكرتوا", "probability": 0.59208984375}, {"start": 1051.96, "end": 1052.08, "word": " مع", "probability": 0.978515625}, {"start": 1052.08, "end": 1052.36, "word": " بعض", "probability": 0.994873046875}, {"start": 1052.36, "end": 1052.66, "word": " أنه", "probability": 0.6981201171875}, {"start": 1052.66, "end": 1053.1, "word": " التمويل", "probability": 0.926513671875}, {"start": 1053.1, "end": 1053.32, "word": " طبعا", "probability": 0.85260009765625}, {"start": 1053.32, "end": 1053.86, "word": " المصادر", "probability": 0.66436767578125}, {"start": 1053.86, "end": 1054.06, "word": " إما", "probability": 0.84326171875}, {"start": 1054.06, "end": 1054.76, "word": " دافع،", "probability": 0.7694091796875}, {"start": 1054.76, "end": 1055.14, "word": " معايا،", "probability": 0.8280029296875}, {"start": 1055.14, "end": 1055.76, "word": " الدخار،", "probability": 0.8568115234375}, {"start": 1055.76, "end": 1055.96, "word": " تحت", "probability": 0.9912109375}, {"start": 1055.96, "end": 1056.44, "word": " الظلال،", "probability": 0.57041015625}, {"start": 1056.44, "end": 1056.82, "word": " دهب،", "probability": 0.8306884765625}, {"start": 1056.82, "end": 1056.92, "word": " أي", "probability": 0.888671875}, {"start": 1056.92, "end": 1057.42, "word": " حاجة", "probability": 0.998046875}, {"start": 1057.42, "end": 1058.08, "word": " أو", "probability": 0.8447265625}, {"start": 1058.08, "end": 1058.86, "word": " قولوط", "probability": 0.72442626953125}, {"start": 1058.86, "end": 1059.46, "word": " من", "probability": 0.56982421875}, {"start": 1059.46, "end": 1059.98, "word": " مؤسسات", "probability": 0.94541015625}, {"start": 1059.98, "end": 1060.12, "word": " أو", "probability": 0.962890625}, {"start": 1060.12, "end": 1060.24, "word": " من", "probability": 0.98193359375}, {"start": 1060.24, "end": 1060.72, "word": " بنوك", "probability": 0.9013671875}, {"start": 1060.72, "end": 1061.2, "word": " أو", "probability": 0.92578125}, {"start": 1061.2, "end": 1061.54, "word": " ممكن", "probability": 0.993408203125}, {"start": 1061.54, "end": 1062.52, "word": " تبحثهم،", "probability": 0.700341796875}, {"start": 1062.52, "end": 1062.62, "word": " ده", "probability": 0.681884765625}, {"start": 1062.62, "end": 1062.86, "word": " كانت", "probability": 0.3746337890625}, {"start": 1062.86, "end": 1063.26, "word": " مؤسسة", "probability": 0.99150390625}, {"start": 1063.26, "end": 1063.9, "word": " مساهمة", "probability": 0.85546875}, {"start": 1063.9, "end": 1064.36, "word": " أو", "probability": 0.95703125}, {"start": 1064.36, "end": 1064.58, "word": " ممكن", "probability": 0.99267578125}, {"start": 1064.58, "end": 1065.0, "word": " أرباح", "probability": 0.88525390625}, {"start": 1065.0, "end": 1065.6, "word": " إيش،", "probability": 0.64453125}, {"start": 1065.6, "end": 1066.64, "word": " محتجة،", "probability": 0.75224609375}, {"start": 1066.64, "end": 1066.96, "word": " إحنا", "probability": 0.84423828125}, {"start": 1066.96, "end": 1067.3, "word": " أرباح", "probability": 0.9903971354166666}, {"start": 1067.3, "end": 1067.5, "word": " إن", "probability": 0.153564453125}, {"start": 1067.5, "end": 1068.3, "word": " خبينا،", "probability": 0.6717529296875}, {"start": 1068.3, "end": 1068.52, "word": " إذا", "probability": 0.910888671875}, {"start": 1068.52, "end": 1068.9, "word": " القرار", "probability": 0.7875162760416666}, {"start": 1068.9, "end": 1069.18, "word": " الهام", "probability": 0.6840413411458334}, {"start": 1069.18, "end": 1069.5, "word": " التاني", "probability": 0.8478190104166666}, {"start": 1069.5, "end": 1069.68, "word": " هو", "probability": 0.9814453125}, {"start": 1069.68, "end": 1070.04, "word": " قرار", "probability": 0.8487955729166666}, {"start": 1070.04, "end": 1071.02, "word": " تمويل،", "probability": 0.644775390625}, {"start": 1071.02, "end": 1071.38, "word": " قرار", "probability": 0.8880208333333334}, {"start": 1071.38, "end": 1071.72, "word": " تمويل", "probability": 0.8678385416666666}, {"start": 1071.72, "end": 1073.14, "word": " الاستثمار،", "probability": 0.8660481770833334}, {"start": 1073.14, "end": 1073.9, "word": " ماشي،", "probability": 0.84716796875}, {"start": 1073.9, "end": 1074.26, "word": " تفضلي", "probability": 0.7518310546875}], "temperature": 1.0}, {"id": 45, "seek": 109077, "start": 1075.53, "end": 1090.77, "text": "طبعًا ممكن نتكلم شوية عن أرباح محتجزة، أنه مثلًا أنا شريك في مؤسسة كذا، هذه المؤسسة بطبيعها بتعطيني جزء من أرباحي وجزء تاني بتدخله لوقت الحاجة، فهي بتكون إيش محتجزة؟ ليش؟ لأنه لو ..", "tokens": [9566, 3555, 3615, 14111, 995, 3714, 43020, 8717, 2655, 4117, 19528, 13412, 2407, 10632, 18871, 5551, 25513, 39319, 3714, 33753, 7435, 11622, 3660, 12399, 14739, 3224, 50113, 1211, 14111, 995, 41850, 13412, 16572, 4117, 8978, 3714, 33604, 3794, 3794, 3660, 9122, 15730, 12399, 29538, 9673, 33604, 3794, 3794, 3660, 4724, 9566, 21292, 3615, 11296, 39894, 3615, 9566, 9957, 1829, 10874, 11622, 38207, 9154, 5551, 25513, 39319, 1829, 49610, 11622, 38207, 6055, 7649, 1829, 39894, 3215, 9778, 1211, 3224, 5296, 30543, 2655, 21542, 26108, 3660, 12399, 6156, 3224, 1829, 39894, 30544, 11933, 1829, 8592, 3714, 33753, 7435, 11622, 3660, 22807, 32239, 8592, 22807, 5296, 33456, 3224, 45164, 4386], "avg_logprob": -0.14829282269433694, "compression_ratio": 1.7393617021276595, "no_speech_prob": 1.430511474609375e-06, "words": [{"start": 1075.53, "end": 1075.95, "word": "طبعًا", "probability": 0.831884765625}, {"start": 1075.95, "end": 1076.33, "word": " ممكن", "probability": 0.948974609375}, {"start": 1076.33, "end": 1077.03, "word": " نتكلم", "probability": 0.9898681640625}, {"start": 1077.03, "end": 1077.25, "word": " شوية", "probability": 0.83984375}, {"start": 1077.25, "end": 1077.39, "word": " عن", "probability": 0.9814453125}, {"start": 1077.39, "end": 1077.71, "word": " أرباح", "probability": 0.91357421875}, {"start": 1077.71, "end": 1078.41, "word": " محتجزة،", "probability": 0.8162027994791666}, {"start": 1078.41, "end": 1078.59, "word": " أنه", "probability": 0.57720947265625}, {"start": 1078.59, "end": 1078.95, "word": " مثلًا", "probability": 0.9581298828125}, {"start": 1078.95, "end": 1079.31, "word": " أنا", "probability": 0.86865234375}, {"start": 1079.31, "end": 1080.41, "word": " شريك", "probability": 0.9925130208333334}, {"start": 1080.41, "end": 1080.67, "word": " في", "probability": 0.974609375}, {"start": 1080.67, "end": 1081.39, "word": " مؤسسة", "probability": 0.96796875}, {"start": 1081.39, "end": 1082.19, "word": " كذا،", "probability": 0.91845703125}, {"start": 1082.19, "end": 1082.35, "word": " هذه", "probability": 0.6328125}, {"start": 1082.35, "end": 1082.91, "word": " المؤسسة", "probability": 0.99765625}, {"start": 1082.91, "end": 1083.45, "word": " بطبيعها", "probability": 0.8845703125}, {"start": 1083.45, "end": 1084.03, "word": " بتعطيني", "probability": 0.9140625}, {"start": 1084.03, "end": 1084.39, "word": " جزء", "probability": 0.99609375}, {"start": 1084.39, "end": 1084.63, "word": " من", "probability": 0.9970703125}, {"start": 1084.63, "end": 1085.35, "word": " أرباحي", "probability": 0.9874267578125}, {"start": 1085.35, "end": 1086.05, "word": " وجزء", "probability": 0.7898763020833334}, {"start": 1086.05, "end": 1086.35, "word": " تاني", "probability": 0.9772135416666666}, {"start": 1086.35, "end": 1086.91, "word": " بتدخله", "probability": 0.76025390625}, {"start": 1086.91, "end": 1087.27, "word": " لوقت", "probability": 0.85009765625}, {"start": 1087.27, "end": 1088.13, "word": " الحاجة،", "probability": 0.9578857421875}, {"start": 1088.13, "end": 1088.31, "word": " فهي", "probability": 0.9065755208333334}, {"start": 1088.31, "end": 1088.65, "word": " بتكون", "probability": 0.97021484375}, {"start": 1088.65, "end": 1088.81, "word": " إيش", "probability": 0.60986328125}, {"start": 1088.81, "end": 1089.33, "word": " محتجزة؟", "probability": 0.915283203125}, {"start": 1089.33, "end": 1089.81, "word": " ليش؟", "probability": 0.9083658854166666}, {"start": 1089.81, "end": 1090.11, "word": " لأنه", "probability": 0.7649739583333334}, {"start": 1090.11, "end": 1090.33, "word": " لو", "probability": 0.958984375}, {"start": 1090.33, "end": 1090.77, "word": " ..", "probability": 0.77490234375}], "temperature": 1.0}, {"id": 46, "seek": 111569, "start": 1090.95, "end": 1115.69, "text": "في يوم من الأيام مرقت على المؤسسة هذه فكرة استثمارية نحتاج أن نموّلها صح؟ في الممكن أن نجيب أموال قد لا ينضم أي شريك آخر لتمويل هذه الفكرة فأنا شو باخد؟ باخد من الأرباح اللي احتجزتها أرباح المشتركين نفسهم بيد المشروع آخر قرار لحظة، عندنا ساعة ربح بعد الضريبة، الضريبة ماشي، مين؟", "tokens": [41185, 7251, 20498, 9154, 16247, 1829, 10943, 3714, 2288, 38149, 15844, 9673, 33604, 3794, 3794, 3660, 29538, 6156, 4117, 25720, 44713, 12984, 2304, 9640, 10632, 8717, 33753, 26108, 14739, 8717, 2304, 2407, 11703, 1211, 11296, 20328, 5016, 22807, 8978, 9673, 43020, 14739, 8717, 7435, 1829, 3555, 5551, 2304, 2407, 6027, 12174, 3215, 20193, 7251, 1863, 11242, 2304, 36632, 13412, 16572, 4117, 19753, 34740, 5296, 39237, 2407, 26895, 29538, 27188, 4117, 25720, 6156, 10721, 8315, 13412, 2407, 4724, 47283, 3215, 22807, 4724, 47283, 3215, 9154, 16247, 25513, 39319, 13672, 1829, 1975, 33753, 7435, 11622, 2655, 11296, 5551, 25513, 39319, 9673, 8592, 2655, 31747, 9957, 8717, 36178, 16095, 4724, 25708, 9673, 8592, 32887, 3615, 19753, 34740, 12174, 2288, 9640, 5296, 5016, 19913, 3660, 12399, 43242, 8315, 8608, 995, 27884, 12602, 49628, 39182, 6024, 114, 16572, 49401, 12399, 6024, 114, 16572, 49401, 3714, 33599, 1829, 12399, 3714, 9957, 22807], "avg_logprob": -0.18898809949556986, "compression_ratio": 1.8984962406015038, "no_speech_prob": 1.1920928955078125e-06, "words": [{"start": 1090.95, "end": 1091.19, "word": "في", "probability": 0.93017578125}, {"start": 1091.19, "end": 1091.47, "word": " يوم", "probability": 0.97607421875}, {"start": 1091.47, "end": 1091.61, "word": " من", "probability": 0.88818359375}, {"start": 1091.61, "end": 1092.17, "word": " الأيام", "probability": 0.9905598958333334}, {"start": 1092.17, "end": 1092.71, "word": " مرقت", "probability": 0.80712890625}, {"start": 1092.71, "end": 1092.93, "word": " على", "probability": 0.880859375}, {"start": 1092.93, "end": 1093.53, "word": " المؤسسة", "probability": 0.99638671875}, {"start": 1093.53, "end": 1093.87, "word": " هذه", "probability": 0.443115234375}, {"start": 1093.87, "end": 1094.43, "word": " فكرة", "probability": 0.95263671875}, {"start": 1094.43, "end": 1095.23, "word": " استثمارية", "probability": 0.94990234375}, {"start": 1095.23, "end": 1096.31, "word": " نحتاج", "probability": 0.7061360677083334}, {"start": 1096.31, "end": 1096.49, "word": " أن", "probability": 0.462890625}, {"start": 1096.49, "end": 1096.89, "word": " نموّلها", "probability": 0.8746744791666666}, {"start": 1096.89, "end": 1097.15, "word": " صح؟", "probability": 0.7040201822916666}, {"start": 1097.15, "end": 1097.19, "word": " في", "probability": 0.60009765625}, {"start": 1097.19, "end": 1097.39, "word": " الممكن", "probability": 0.45672607421875}, {"start": 1097.39, "end": 1097.47, "word": " أن", "probability": 0.477294921875}, {"start": 1097.47, "end": 1097.65, "word": " نجيب", "probability": 0.916748046875}, {"start": 1097.65, "end": 1098.09, "word": " أموال", "probability": 0.968017578125}, {"start": 1098.09, "end": 1098.93, "word": " قد", "probability": 0.804931640625}, {"start": 1098.93, "end": 1099.15, "word": " لا", "probability": 0.9375}, {"start": 1099.15, "end": 1099.57, "word": " ينضم", "probability": 0.9599609375}, {"start": 1099.57, "end": 1099.77, "word": " أي", "probability": 0.9189453125}, {"start": 1099.77, "end": 1100.07, "word": " شريك", "probability": 0.87158203125}, {"start": 1100.07, "end": 1100.29, "word": " آخر", "probability": 0.856201171875}, {"start": 1100.29, "end": 1100.69, "word": " لتمويل", "probability": 0.72283935546875}, {"start": 1100.69, "end": 1100.85, "word": " هذه", "probability": 0.88232421875}, {"start": 1100.85, "end": 1101.13, "word": " الفكرة", "probability": 0.99072265625}, {"start": 1101.13, "end": 1101.35, "word": " فأنا", "probability": 0.7581380208333334}, {"start": 1101.35, "end": 1101.47, "word": " شو", "probability": 0.92041015625}, {"start": 1101.47, "end": 1102.13, "word": " باخد؟", "probability": 0.954345703125}, {"start": 1102.13, "end": 1102.53, "word": " باخد", "probability": 0.97705078125}, {"start": 1102.53, "end": 1102.75, "word": " من", "probability": 0.994140625}, {"start": 1102.75, "end": 1103.25, "word": " الأرباح", "probability": 0.9314778645833334}, {"start": 1103.25, "end": 1103.43, "word": " اللي", "probability": 0.755859375}, {"start": 1103.43, "end": 1103.91, "word": " احتجزتها", "probability": 0.9755045572916666}, {"start": 1103.91, "end": 1104.35, "word": " أرباح", "probability": 0.9703776041666666}, {"start": 1104.35, "end": 1105.39, "word": " المشتركين", "probability": 0.979296875}, {"start": 1105.39, "end": 1105.83, "word": " نفسهم", "probability": 0.9913736979166666}, {"start": 1105.83, "end": 1106.07, "word": " بيد", "probability": 0.81640625}, {"start": 1106.07, "end": 1106.75, "word": " المشروع", "probability": 0.92236328125}, {"start": 1106.75, "end": 1109.09, "word": " آخر", "probability": 0.6937255859375}, {"start": 1109.09, "end": 1109.47, "word": " قرار", "probability": 0.97998046875}, {"start": 1109.47, "end": 1110.07, "word": " لحظة،", "probability": 0.751220703125}, {"start": 1110.07, "end": 1110.53, "word": " عندنا", "probability": 0.71875}, {"start": 1110.53, "end": 1110.77, "word": " ساعة", "probability": 0.540283203125}, {"start": 1110.77, "end": 1111.07, "word": " ربح", "probability": 0.836669921875}, {"start": 1111.07, "end": 1111.35, "word": " بعد", "probability": 0.88818359375}, {"start": 1111.35, "end": 1111.95, "word": " الضريبة،", "probability": 0.699072265625}, {"start": 1111.95, "end": 1112.55, "word": " الضريبة", "probability": 0.884765625}, {"start": 1112.55, "end": 1115.19, "word": " ماشي،", "probability": 0.802490234375}, {"start": 1115.19, "end": 1115.69, "word": " مين؟", "probability": 0.9007161458333334}], "temperature": 1.0}, {"id": 47, "seek": 114540, "start": 1116.26, "end": 1145.4, "text": "وزعنا على المساهمين تسعين، قداش خبّانة؟ عشر العشر وهذه محتجزة، بتظهر في الميزانية العالمية حقوق عيش ملكية طبعا فيه إلها سياسة، لأن بعض الناس ما بترضى نحتجز، بيتها كل الفلوس، بعض الناس بتهاشتها كل الفلوس، بيتها نحتجز، وهكذا، هذا يلها سياسة معين، تفضلي القرار التالت، اللي هو قرار تقسيم الأرباح قرار المهمين، هلأ أنا استثمرت أموالك، إيه يعني تقسيم الأرباح؟ هتكلم معانا يا دكتور Rahim", "tokens": [2407, 11622, 3615, 8315, 15844, 9673, 3794, 995, 16095, 9957, 6055, 3794, 3615, 9957, 12399, 12174, 3215, 33599, 16490, 3555, 11703, 7649, 3660, 22807, 6225, 46309, 18863, 8592, 2288, 37037, 24192, 3714, 33753, 7435, 11622, 3660, 12399, 39894, 19913, 3224, 2288, 8978, 9673, 1829, 11622, 7649, 10632, 18863, 45340, 10632, 11331, 4587, 30543, 6225, 1829, 8592, 3714, 23275, 10632, 23032, 3555, 3615, 995, 8978, 3224, 11933, 1211, 11296, 8608, 25528, 3794, 3660, 12399, 5296, 33456, 45030, 11242, 2423, 8315, 3794, 19446, 39894, 43042, 7578, 8717, 33753, 7435, 11622, 12399, 4724, 36081, 11296, 28242, 27188, 1211, 41779, 12399, 45030, 11242, 2423, 8315, 3794, 39894, 3224, 33599, 2655, 11296, 28242, 27188, 1211, 41779, 12399, 4724, 36081, 11296, 8717, 33753, 7435, 11622, 12399, 37037, 4117, 15730, 12399, 23758, 7251, 1211, 11296, 8608, 25528, 3794, 3660, 20449, 9957, 12399, 6055, 5172, 11242, 20292, 25062, 2288, 9640, 16712, 6027, 2655, 12399, 13672, 1829, 31439, 12174, 2288, 9640, 6055, 4587, 3794, 32640, 16247, 25513, 39319, 12174, 2288, 9640, 9673, 16095, 9957, 12399, 8032, 1211, 10721, 41850, 44713, 12984, 29973, 2655, 5551, 2304, 2407, 6027, 4117, 12399, 11933, 1829, 3224, 37495, 22653, 6055, 4587, 3794, 32640, 16247, 25513, 39319, 22807, 8032, 2655, 4117, 19528, 20449, 7649, 995, 35186, 11778, 4117, 2655, 13063, 17844, 332], "avg_logprob": -0.2510516895697667, "compression_ratio": 2.125766871165644, "no_speech_prob": 3.337860107421875e-06, "words": [{"start": 1116.26, "end": 1116.96, "word": "وزعنا", "probability": 0.9268798828125}, {"start": 1116.96, "end": 1117.12, "word": " على", "probability": 0.3857421875}, {"start": 1117.12, "end": 1117.72, "word": " المساهمين", "probability": 0.96884765625}, {"start": 1117.72, "end": 1118.36, "word": " تسعين،", "probability": 0.7311767578125}, {"start": 1118.36, "end": 1118.68, "word": " قداش", "probability": 0.6728515625}, {"start": 1118.68, "end": 1119.46, "word": " خبّانة؟", "probability": 0.6684977213541666}, {"start": 1119.46, "end": 1119.7, "word": " عشر", "probability": 0.7998046875}, {"start": 1119.7, "end": 1120.48, "word": " العشر", "probability": 0.5586751302083334}, {"start": 1120.48, "end": 1120.7, "word": " وهذه", "probability": 0.5330810546875}, {"start": 1120.7, "end": 1121.72, "word": " محتجزة،", "probability": 0.8918863932291666}, {"start": 1121.72, "end": 1122.28, "word": " بتظهر", "probability": 0.86505126953125}, {"start": 1122.28, "end": 1122.42, "word": " في", "probability": 0.94677734375}, {"start": 1122.42, "end": 1122.84, "word": " الميزانية", "probability": 0.97626953125}, {"start": 1122.84, "end": 1123.22, "word": " العالمية", "probability": 0.6363525390625}, {"start": 1123.22, "end": 1123.62, "word": " حقوق", "probability": 0.99267578125}, {"start": 1123.62, "end": 1123.92, "word": " عيش", "probability": 0.6888020833333334}, {"start": 1123.92, "end": 1124.58, "word": " ملكية", "probability": 0.9469401041666666}, {"start": 1124.58, "end": 1126.02, "word": " طبعا", "probability": 0.9437255859375}, {"start": 1126.02, "end": 1126.28, "word": " فيه", "probability": 0.5498046875}, {"start": 1126.28, "end": 1126.56, "word": " إلها", "probability": 0.6244710286458334}, {"start": 1126.56, "end": 1127.4, "word": " سياسة،", "probability": 0.870458984375}, {"start": 1127.4, "end": 1127.64, "word": " لأن", "probability": 0.841796875}, {"start": 1127.64, "end": 1128.0, "word": " بعض", "probability": 0.968017578125}, {"start": 1128.0, "end": 1128.36, "word": " الناس", "probability": 0.9928385416666666}, {"start": 1128.36, "end": 1128.5, "word": " ما", "probability": 0.78466796875}, {"start": 1128.5, "end": 1128.82, "word": " بترضى", "probability": 0.6061197916666666}, {"start": 1128.82, "end": 1129.54, "word": " نحتجز،", "probability": 0.885546875}, {"start": 1129.54, "end": 1129.7, "word": " بيتها", "probability": 0.5829671223958334}, {"start": 1129.7, "end": 1129.92, "word": " كل", "probability": 0.99365234375}, {"start": 1129.92, "end": 1130.3, "word": " الفلوس،", "probability": 0.8232421875}, {"start": 1130.3, "end": 1130.44, "word": " بعض", "probability": 0.937744140625}, {"start": 1130.44, "end": 1130.6, "word": " الناس", "probability": 0.9881184895833334}, {"start": 1130.6, "end": 1131.08, "word": " بتهاشتها", "probability": 0.5447265625}, {"start": 1131.08, "end": 1131.3, "word": " كل", "probability": 0.96240234375}, {"start": 1131.3, "end": 1131.64, "word": " الفلوس،", "probability": 0.86126708984375}, {"start": 1131.64, "end": 1131.72, "word": " بيتها", "probability": 0.7371419270833334}, {"start": 1131.72, "end": 1132.36, "word": " نحتجز،", "probability": 0.9228515625}, {"start": 1132.36, "end": 1133.12, "word": " وهكذا،", "probability": 0.80438232421875}, {"start": 1133.12, "end": 1133.26, "word": " هذا", "probability": 0.53369140625}, {"start": 1133.26, "end": 1133.42, "word": " يلها", "probability": 0.7006022135416666}, {"start": 1133.42, "end": 1133.78, "word": " سياسة", "probability": 0.984619140625}, {"start": 1133.78, "end": 1135.08, "word": " معين،", "probability": 0.8766276041666666}, {"start": 1135.08, "end": 1135.56, "word": " تفضلي", "probability": 0.912841796875}, {"start": 1135.56, "end": 1137.2, "word": " القرار", "probability": 0.9313151041666666}, {"start": 1137.2, "end": 1137.72, "word": " التالت،", "probability": 0.8199462890625}, {"start": 1137.72, "end": 1137.8, "word": " اللي", "probability": 0.960693359375}, {"start": 1137.8, "end": 1137.94, "word": " هو", "probability": 0.9951171875}, {"start": 1137.94, "end": 1138.42, "word": " قرار", "probability": 0.9700520833333334}, {"start": 1138.42, "end": 1139.12, "word": " تقسيم", "probability": 0.911376953125}, {"start": 1139.12, "end": 1139.52, "word": " الأرباح", "probability": 0.8255208333333334}, {"start": 1139.52, "end": 1139.78, "word": " قرار", "probability": 0.7071126302083334}, {"start": 1139.78, "end": 1141.0, "word": " المهمين،", "probability": 0.654296875}, {"start": 1141.0, "end": 1141.2, "word": " هلأ", "probability": 0.7632649739583334}, {"start": 1141.2, "end": 1141.34, "word": " أنا", "probability": 0.9462890625}, {"start": 1141.34, "end": 1141.92, "word": " استثمرت", "probability": 0.922119140625}, {"start": 1141.92, "end": 1142.56, "word": " أموالك،", "probability": 0.8692220052083334}, {"start": 1142.56, "end": 1142.62, "word": " إيه", "probability": 0.7499186197916666}, {"start": 1142.62, "end": 1142.76, "word": " يعني", "probability": 0.63134765625}, {"start": 1142.76, "end": 1143.28, "word": " تقسيم", "probability": 0.9700927734375}, {"start": 1143.28, "end": 1144.16, "word": " الأرباح؟", "probability": 0.86041259765625}, {"start": 1144.16, "end": 1144.6, "word": " هتكلم", "probability": 0.9385986328125}, {"start": 1144.6, "end": 1144.82, "word": " معانا", "probability": 0.786376953125}, {"start": 1144.82, "end": 1144.92, "word": " يا", "probability": 0.63916015625}, {"start": 1144.92, "end": 1145.14, "word": " دكتور", "probability": 0.9423828125}, {"start": 1145.14, "end": 1145.4, "word": " Rahim", "probability": 0.594970703125}], "temperature": 1.0}, {"id": 48, "seek": 117440, "start": 1153.68, "end": 1174.4, "text": "قرارات الإدارة المالية كانوا تلاتة، صح؟ أول قرار أني أنا القرار الاستثماري بدي فكرة استثمارية أستثمر فيها، صح؟ القرار التاني تمويل، بدي تمويل لهذا المشروع الاستثماري، مظبوط؟ تالت شغل، أنا استثمرت ومولت، بس مش هلأ هيصير في عند إدرار بأرباحي، صح؟ طب الأرباح دي شو أعمل فيها؟", "tokens": [4587, 2288, 9640, 9307, 33688, 3215, 9640, 3660, 9673, 6027, 10632, 25961, 14407, 6055, 1211, 9307, 3660, 12399, 20328, 5016, 22807, 5551, 12610, 12174, 2288, 9640, 14739, 1829, 41850, 25062, 2288, 9640, 42963, 14851, 12984, 2304, 9640, 1829, 4724, 16254, 6156, 4117, 25720, 44713, 12984, 2304, 9640, 10632, 5551, 14851, 12984, 29973, 8978, 11296, 12399, 20328, 5016, 22807, 25062, 2288, 9640, 16712, 7649, 1829, 46811, 2407, 26895, 12399, 4724, 16254, 46811, 2407, 26895, 5296, 3224, 15730, 9673, 8592, 32887, 3615, 42963, 14851, 12984, 2304, 9640, 1829, 12399, 3714, 19913, 3555, 2407, 9566, 22807, 6055, 6027, 2655, 13412, 17082, 1211, 12399, 41850, 44713, 12984, 29973, 2655, 4032, 2304, 12610, 2655, 12399, 4724, 3794, 37893, 8032, 1211, 10721, 39896, 9381, 13546, 8978, 43242, 11933, 3215, 2288, 9640, 4724, 10721, 25513, 39319, 1829, 12399, 20328, 5016, 22807, 23032, 3555, 16247, 25513, 39319, 11778, 1829, 13412, 2407, 5551, 25957, 1211, 8978, 11296, 22807], "avg_logprob": -0.13656249533096948, "compression_ratio": 2.1746724890829694, "no_speech_prob": 2.1398067474365234e-05, "words": [{"start": 1153.6799999999998, "end": 1154.36, "word": "قرارات", "probability": 0.8167724609375}, {"start": 1154.36, "end": 1154.64, "word": " الإدارة", "probability": 0.9921875}, {"start": 1154.64, "end": 1154.94, "word": " المالية", "probability": 0.9934895833333334}, {"start": 1154.94, "end": 1155.2, "word": " كانوا", "probability": 0.91943359375}, {"start": 1155.2, "end": 1155.54, "word": " تلاتة،", "probability": 0.787841796875}, {"start": 1155.54, "end": 1156.22, "word": " صح؟", "probability": 0.9638671875}, {"start": 1156.22, "end": 1156.52, "word": " أول", "probability": 0.954345703125}, {"start": 1156.52, "end": 1156.94, "word": " قرار", "probability": 0.9851888020833334}, {"start": 1156.94, "end": 1157.38, "word": " أني", "probability": 0.4814453125}, {"start": 1157.38, "end": 1157.66, "word": " أنا", "probability": 0.92236328125}, {"start": 1157.66, "end": 1158.3, "word": " القرار", "probability": 0.87744140625}, {"start": 1158.3, "end": 1158.98, "word": " الاستثماري", "probability": 0.9395345052083334}, {"start": 1158.98, "end": 1159.24, "word": " بدي", "probability": 0.767333984375}, {"start": 1159.24, "end": 1159.48, "word": " فكرة", "probability": 0.9905598958333334}, {"start": 1159.48, "end": 1159.98, "word": " استثمارية", "probability": 0.95947265625}, {"start": 1159.98, "end": 1160.4, "word": " أستثمر", "probability": 0.8603515625}, {"start": 1160.4, "end": 1160.72, "word": " فيها،", "probability": 0.9747721354166666}, {"start": 1160.72, "end": 1161.42, "word": " صح؟", "probability": 0.9788411458333334}, {"start": 1161.42, "end": 1161.74, "word": " القرار", "probability": 0.9088541666666666}, {"start": 1161.74, "end": 1162.14, "word": " التاني", "probability": 0.9576822916666666}, {"start": 1162.14, "end": 1163.12, "word": " تمويل،", "probability": 0.66790771484375}, {"start": 1163.12, "end": 1163.26, "word": " بدي", "probability": 0.978515625}, {"start": 1163.26, "end": 1163.68, "word": " تمويل", "probability": 0.9417317708333334}, {"start": 1163.68, "end": 1163.96, "word": " لهذا", "probability": 0.66015625}, {"start": 1163.96, "end": 1164.6, "word": " المشروع", "probability": 0.9803466796875}, {"start": 1164.6, "end": 1165.7, "word": " الاستثماري،", "probability": 0.9800502232142857}, {"start": 1165.7, "end": 1166.68, "word": " مظبوط؟", "probability": 0.8707682291666666}, {"start": 1166.68, "end": 1166.94, "word": " تالت", "probability": 0.8972981770833334}, {"start": 1166.94, "end": 1167.24, "word": " شغل،", "probability": 0.7061767578125}, {"start": 1167.24, "end": 1167.38, "word": " أنا", "probability": 0.888671875}, {"start": 1167.38, "end": 1168.06, "word": " استثمرت", "probability": 0.898193359375}, {"start": 1168.06, "end": 1169.38, "word": " ومولت،", "probability": 0.9001953125}, {"start": 1169.38, "end": 1169.48, "word": " بس", "probability": 0.934326171875}, {"start": 1169.48, "end": 1169.88, "word": " مش", "probability": 0.97998046875}, {"start": 1169.88, "end": 1170.02, "word": " هلأ", "probability": 0.9054361979166666}, {"start": 1170.02, "end": 1170.36, "word": " هيصير", "probability": 0.75927734375}, {"start": 1170.36, "end": 1170.48, "word": " في", "probability": 0.982421875}, {"start": 1170.48, "end": 1170.7, "word": " عند", "probability": 0.327880859375}, {"start": 1170.7, "end": 1171.16, "word": " إدرار", "probability": 0.8388671875}, {"start": 1171.16, "end": 1172.06, "word": " بأرباحي،", "probability": 0.9596354166666666}, {"start": 1172.06, "end": 1172.68, "word": " صح؟", "probability": 0.9847005208333334}, {"start": 1172.68, "end": 1172.86, "word": " طب", "probability": 0.94189453125}, {"start": 1172.86, "end": 1173.28, "word": " الأرباح", "probability": 0.9622395833333334}, {"start": 1173.28, "end": 1173.52, "word": " دي", "probability": 0.705810546875}, {"start": 1173.52, "end": 1173.66, "word": " شو", "probability": 0.91015625}, {"start": 1173.66, "end": 1173.88, "word": " أعمل", "probability": 0.9485677083333334}, {"start": 1173.88, "end": 1174.4, "word": " فيها؟", "probability": 0.99169921875}], "temperature": 1.0}, {"id": 49, "seek": 120336, "start": 1174.89, "end": 1203.37, "text": "بدي أقسمها كل مشترك بالمشروع كل مساهم بهذه الفكرة بهذه المشروع بهذه المنشورة بيأخذ حقه من الأرباح هي هذه فكرة تقسيم الأرباح هو القرار الذي تتخذه الشركة لتحديد طريقة توزيع الأرباح للمساهمين طبعاً في مجموعة من الطرق اللي إحنا من خلالها ممكن نوزعها الأرباح ممتاز إذا القلة التالت نقاط لدا المالية اللي هو division profit أو profit division هو تقسيم الأرباح", "tokens": [3555, 16254, 5551, 4587, 38251, 11296, 28242, 37893, 2655, 31747, 20666, 2304, 8592, 32887, 3615, 28242, 47524, 995, 16095, 39627, 24192, 27188, 4117, 25720, 39627, 24192, 9673, 8592, 32887, 3615, 39627, 24192, 9673, 1863, 8592, 13063, 3660, 4724, 1829, 10721, 9778, 8848, 11331, 4587, 3224, 9154, 16247, 25513, 39319, 39896, 29538, 6156, 4117, 25720, 6055, 4587, 3794, 32640, 16247, 25513, 39319, 31439, 25062, 2288, 9640, 43527, 6055, 2655, 9778, 8848, 3224, 25124, 31747, 3660, 5296, 2655, 5016, 16254, 3215, 23032, 16572, 28671, 33427, 11622, 40228, 16247, 25513, 39319, 5296, 19528, 3794, 995, 16095, 9957, 23032, 3555, 3615, 995, 14111, 8978, 3714, 7435, 2304, 2407, 27884, 9154, 41950, 2288, 4587, 13672, 1829, 11933, 5016, 8315, 9154, 16490, 1211, 6027, 11296, 3714, 43020, 8717, 2407, 11622, 3615, 11296, 16247, 25513, 39319, 3714, 2304, 2655, 31377, 11933, 15730, 25062, 37977, 16712, 6027, 2655, 8717, 4587, 41193, 5296, 28259, 9673, 6027, 10632, 13672, 1829, 31439, 10044, 7475, 34051, 7475, 10044, 31439, 6055, 4587, 3794, 32640, 16247, 25513, 39319], "avg_logprob": -0.17452650792670973, "compression_ratio": 2.168421052631579, "no_speech_prob": 3.635883331298828e-06, "words": [{"start": 1174.89, "end": 1175.13, "word": "بدي", "probability": 0.4541015625}, {"start": 1175.13, "end": 1175.85, "word": " أقسمها", "probability": 0.9632568359375}, {"start": 1175.85, "end": 1176.73, "word": " كل", "probability": 0.7763671875}, {"start": 1176.73, "end": 1177.37, "word": " مشترك", "probability": 0.93603515625}, {"start": 1177.37, "end": 1178.67, "word": " بالمشروع", "probability": 0.923046875}, {"start": 1178.67, "end": 1178.93, "word": " كل", "probability": 0.3623046875}, {"start": 1178.93, "end": 1179.57, "word": " مساهم", "probability": 0.8743489583333334}, {"start": 1179.57, "end": 1179.89, "word": " بهذه", "probability": 0.9296875}, {"start": 1179.89, "end": 1180.27, "word": " الفكرة", "probability": 0.9801432291666666}, {"start": 1180.27, "end": 1180.57, "word": " بهذه", "probability": 0.869873046875}, {"start": 1180.57, "end": 1180.99, "word": " المشروع", "probability": 0.9835205078125}, {"start": 1180.99, "end": 1181.21, "word": " بهذه", "probability": 0.862548828125}, {"start": 1181.21, "end": 1181.55, "word": " المنشورة", "probability": 0.7708984375}, {"start": 1181.55, "end": 1182.03, "word": " بيأخذ", "probability": 0.60224609375}, {"start": 1182.03, "end": 1182.51, "word": " حقه", "probability": 0.9967447916666666}, {"start": 1182.51, "end": 1183.05, "word": " من", "probability": 0.99462890625}, {"start": 1183.05, "end": 1184.01, "word": " الأرباح", "probability": 0.9423828125}, {"start": 1184.01, "end": 1184.39, "word": " هي", "probability": 0.492919921875}, {"start": 1184.39, "end": 1184.61, "word": " هذه", "probability": 0.69970703125}, {"start": 1184.61, "end": 1184.81, "word": " فكرة", "probability": 0.9254557291666666}, {"start": 1184.81, "end": 1185.15, "word": " تقسيم", "probability": 0.81207275390625}, {"start": 1185.15, "end": 1185.59, "word": " الأرباح", "probability": 0.9890950520833334}, {"start": 1185.59, "end": 1186.09, "word": " هو", "probability": 0.8359375}, {"start": 1186.09, "end": 1186.51, "word": " القرار", "probability": 0.9847005208333334}, {"start": 1186.51, "end": 1186.69, "word": " الذي", "probability": 0.492431640625}, {"start": 1186.69, "end": 1187.33, "word": " تتخذه", "probability": 0.871142578125}, {"start": 1187.33, "end": 1187.75, "word": " الشركة", "probability": 0.9884440104166666}, {"start": 1187.75, "end": 1188.33, "word": " لتحديد", "probability": 0.9498046875}, {"start": 1188.33, "end": 1188.97, "word": " طريقة", "probability": 0.9778645833333334}, {"start": 1188.97, "end": 1189.77, "word": " توزيع", "probability": 0.8634440104166666}, {"start": 1189.77, "end": 1190.13, "word": " الأرباح", "probability": 0.982421875}, {"start": 1190.13, "end": 1190.73, "word": " للمساهمين", "probability": 0.9024251302083334}, {"start": 1190.73, "end": 1191.11, "word": " طبعاً", "probability": 0.8591796875}, {"start": 1191.11, "end": 1191.27, "word": " في", "probability": 0.83154296875}, {"start": 1191.27, "end": 1192.43, "word": " مجموعة", "probability": 0.93486328125}, {"start": 1192.43, "end": 1193.07, "word": " من", "probability": 0.99609375}, {"start": 1193.07, "end": 1193.61, "word": " الطرق", "probability": 0.9646809895833334}, {"start": 1193.61, "end": 1193.91, "word": " اللي", "probability": 0.954345703125}, {"start": 1193.91, "end": 1194.17, "word": " إحنا", "probability": 0.763916015625}, {"start": 1194.17, "end": 1194.31, "word": " من", "probability": 0.9951171875}, {"start": 1194.31, "end": 1194.65, "word": " خلالها", "probability": 0.9951171875}, {"start": 1194.65, "end": 1194.87, "word": " ممكن", "probability": 0.98681640625}, {"start": 1194.87, "end": 1195.33, "word": " نوزعها", "probability": 0.94609375}, {"start": 1195.33, "end": 1195.83, "word": " الأرباح", "probability": 0.92919921875}, {"start": 1195.83, "end": 1196.67, "word": " ممتاز", "probability": 0.9140625}, {"start": 1196.67, "end": 1197.19, "word": " إذا", "probability": 0.81982421875}, {"start": 1197.19, "end": 1197.61, "word": " القلة", "probability": 0.45745849609375}, {"start": 1197.61, "end": 1198.27, "word": " التالت", "probability": 0.8741861979166666}, {"start": 1198.27, "end": 1198.73, "word": " نقاط", "probability": 0.6220703125}, {"start": 1198.73, "end": 1199.01, "word": " لدا", "probability": 0.4248046875}, {"start": 1199.01, "end": 1199.43, "word": " المالية", "probability": 0.9679361979166666}, {"start": 1199.43, "end": 1199.55, "word": " اللي", "probability": 0.906982421875}, {"start": 1199.55, "end": 1199.75, "word": " هو", "probability": 0.98486328125}, {"start": 1199.75, "end": 1200.25, "word": " division", "probability": 0.295654296875}, {"start": 1200.25, "end": 1200.67, "word": " profit", "probability": 0.1744384765625}, {"start": 1200.67, "end": 1201.15, "word": " أو", "probability": 0.93994140625}, {"start": 1201.15, "end": 1201.87, "word": " profit", "probability": 0.85791015625}, {"start": 1201.87, "end": 1202.31, "word": " division", "probability": 0.9453125}, {"start": 1202.31, "end": 1202.49, "word": " هو", "probability": 0.94580078125}, {"start": 1202.49, "end": 1202.89, "word": " تقسيم", "probability": 0.982666015625}, {"start": 1202.89, "end": 1203.37, "word": " الأرباح", "probability": 0.9879557291666666}], "temperature": 1.0}, {"id": 50, "seek": 123173, "start": 1203.81, "end": 1231.73, "text": "كيف نوزل الأرباح للملاك أصحاب المشروع من الملاك اللي هم المساهمين أصحاب الأسهم و اكتشف نوزل الأرباح لما نخسر كل المصاريف و التكريف و من ضمنها الدرائج زي ما كنت قد كتب من تهيأة بعد الضريبة بعدين نوزل الأرباح طبعا عادة لو انا اتوزع أخر سنة مالي ماشي اذا انا عندى تلات قاط معنا ال investment الاستثمار الاستثمار معناه", "tokens": [4117, 33911, 8717, 2407, 11622, 1211, 16247, 25513, 39319, 5296, 19528, 15040, 4117, 5551, 9381, 5016, 16758, 9673, 8592, 32887, 3615, 9154, 9673, 15040, 4117, 13672, 1829, 8032, 2304, 9673, 3794, 995, 16095, 9957, 5551, 9381, 5016, 16758, 16247, 3794, 16095, 4032, 1975, 4117, 2655, 8592, 5172, 8717, 2407, 11622, 1211, 16247, 25513, 39319, 5296, 15042, 8717, 9778, 3794, 2288, 28242, 9673, 9381, 9640, 33911, 4032, 16712, 4117, 16572, 5172, 4032, 9154, 48812, 27842, 11296, 32748, 2288, 16373, 7435, 30767, 1829, 19446, 9122, 29399, 12174, 3215, 9122, 2655, 3555, 9154, 6055, 3224, 1829, 10721, 3660, 39182, 6024, 114, 16572, 49401, 39182, 9957, 8717, 2407, 11622, 1211, 16247, 25513, 39319, 23032, 3555, 3615, 995, 6225, 18513, 3660, 45164, 1975, 8315, 1975, 2655, 2407, 11622, 3615, 5551, 34740, 8608, 1863, 3660, 3714, 6027, 1829, 3714, 33599, 1829, 1975, 15730, 1975, 8315, 43242, 7578, 6055, 1211, 9307, 12174, 41193, 20449, 8315, 2423, 6078, 42963, 14851, 12984, 2304, 9640, 42963, 14851, 12984, 2304, 9640, 20449, 8315, 3224], "avg_logprob": -0.31497714668512344, "compression_ratio": 2.0817843866171004, "no_speech_prob": 1.1324882507324219e-06, "words": [{"start": 1203.81, "end": 1204.15, "word": "كيف", "probability": 0.972412109375}, {"start": 1204.15, "end": 1204.73, "word": " نوزل", "probability": 0.6695556640625}, {"start": 1204.73, "end": 1205.15, "word": " الأرباح", "probability": 0.8689778645833334}, {"start": 1205.15, "end": 1205.97, "word": " للملاك", "probability": 0.7889404296875}, {"start": 1205.97, "end": 1206.71, "word": " أصحاب", "probability": 0.802978515625}, {"start": 1206.71, "end": 1207.35, "word": " المشروع", "probability": 0.986328125}, {"start": 1207.35, "end": 1207.89, "word": " من", "probability": 0.66064453125}, {"start": 1207.89, "end": 1208.49, "word": " الملاك", "probability": 0.9747721354166666}, {"start": 1208.49, "end": 1208.61, "word": " اللي", "probability": 0.895263671875}, {"start": 1208.61, "end": 1208.91, "word": " هم", "probability": 0.831298828125}, {"start": 1208.91, "end": 1210.55, "word": " المساهمين", "probability": 0.952734375}, {"start": 1210.55, "end": 1211.73, "word": " أصحاب", "probability": 0.9697265625}, {"start": 1211.73, "end": 1212.49, "word": " الأسهم", "probability": 0.9833984375}, {"start": 1212.49, "end": 1213.07, "word": " و", "probability": 0.546875}, {"start": 1213.07, "end": 1213.39, "word": " اكتشف", "probability": 0.87763671875}, {"start": 1213.39, "end": 1213.75, "word": " نوزل", "probability": 0.950927734375}, {"start": 1213.75, "end": 1214.13, "word": " الأرباح", "probability": 0.9847005208333334}, {"start": 1214.13, "end": 1214.37, "word": " لما", "probability": 0.923583984375}, {"start": 1214.37, "end": 1214.75, "word": " نخسر", "probability": 0.8397216796875}, {"start": 1214.75, "end": 1215.07, "word": " كل", "probability": 0.9833984375}, {"start": 1215.07, "end": 1215.71, "word": " المصاريف", "probability": 0.936767578125}, {"start": 1215.71, "end": 1215.91, "word": " و", "probability": 0.73583984375}, {"start": 1215.91, "end": 1216.37, "word": " التكريف", "probability": 0.8104248046875}, {"start": 1216.37, "end": 1216.49, "word": " و", "probability": 0.391357421875}, {"start": 1216.49, "end": 1216.65, "word": " من", "probability": 0.94189453125}, {"start": 1216.65, "end": 1217.01, "word": " ضمنها", "probability": 0.792236328125}, {"start": 1217.01, "end": 1217.53, "word": " الدرائج", "probability": 0.778564453125}, {"start": 1217.53, "end": 1217.69, "word": " زي", "probability": 0.767822265625}, {"start": 1217.69, "end": 1217.81, "word": " ما", "probability": 0.83642578125}, {"start": 1217.81, "end": 1218.13, "word": " كنت", "probability": 0.791015625}, {"start": 1218.13, "end": 1218.27, "word": " قد", "probability": 0.376953125}, {"start": 1218.27, "end": 1218.41, "word": " كتب", "probability": 0.828125}, {"start": 1218.41, "end": 1218.55, "word": " من", "probability": 0.22021484375}, {"start": 1218.55, "end": 1218.83, "word": " تهيأة", "probability": 0.3801025390625}, {"start": 1218.83, "end": 1219.25, "word": " بعد", "probability": 0.60791015625}, {"start": 1219.25, "end": 1220.07, "word": " الضريبة", "probability": 0.638671875}, {"start": 1220.07, "end": 1220.93, "word": " بعدين", "probability": 0.3223876953125}, {"start": 1220.93, "end": 1221.31, "word": " نوزل", "probability": 0.9169921875}, {"start": 1221.31, "end": 1222.57, "word": " الأرباح", "probability": 0.9464518229166666}, {"start": 1222.57, "end": 1222.89, "word": " طبعا", "probability": 0.9259033203125}, {"start": 1222.89, "end": 1223.13, "word": " عادة", "probability": 0.5160319010416666}, {"start": 1223.13, "end": 1223.27, "word": " لو", "probability": 0.900390625}, {"start": 1223.27, "end": 1223.39, "word": " انا", "probability": 0.5240478515625}, {"start": 1223.39, "end": 1223.75, "word": " اتوزع", "probability": 0.6191162109375}, {"start": 1223.75, "end": 1223.97, "word": " أخر", "probability": 0.6607666015625}, {"start": 1223.97, "end": 1224.27, "word": " سنة", "probability": 0.9645182291666666}, {"start": 1224.27, "end": 1224.69, "word": " مالي", "probability": 0.4121907552083333}, {"start": 1224.69, "end": 1225.41, "word": " ماشي", "probability": 0.7736002604166666}, {"start": 1225.41, "end": 1225.87, "word": " اذا", "probability": 0.565673828125}, {"start": 1225.87, "end": 1225.99, "word": " انا", "probability": 0.55517578125}, {"start": 1225.99, "end": 1226.17, "word": " عندى", "probability": 0.6676025390625}, {"start": 1226.17, "end": 1226.37, "word": " تلات", "probability": 0.6910807291666666}, {"start": 1226.37, "end": 1226.67, "word": " قاط", "probability": 0.81298828125}, {"start": 1226.67, "end": 1227.07, "word": " معنا", "probability": 0.782958984375}, {"start": 1227.07, "end": 1227.59, "word": " ال", "probability": 0.7392578125}, {"start": 1227.59, "end": 1228.15, "word": " investment", "probability": 0.802734375}, {"start": 1228.15, "end": 1229.61, "word": " الاستثمار", "probability": 0.919921875}, {"start": 1229.61, "end": 1231.07, "word": " الاستثمار", "probability": 0.96123046875}, {"start": 1231.07, "end": 1231.73, "word": " معناه", "probability": 0.9557291666666666}], "temperature": 1.0}, {"id": 51, "seek": 124956, "start": 1231.94, "end": 1249.56, "text": "إذا كان هذا من أين لك هذا؟ هذا أين دهب المال؟ إذا الاستثمار أين دهب المال؟ التمويل فانت من أين لك هذا؟ الفلوس اللي عندك بنجيبها، بعدين توصيل الأرض، عالم ولاك إيش؟", "tokens": [28814, 15730, 25961, 23758, 9154, 5551, 9957, 5296, 4117, 23758, 22807, 23758, 5551, 9957, 11778, 3224, 3555, 9673, 6027, 22807, 11933, 15730, 42963, 14851, 12984, 2304, 9640, 5551, 9957, 11778, 3224, 3555, 9673, 6027, 22807, 16712, 2304, 2407, 26895, 6156, 7649, 2655, 9154, 5551, 9957, 5296, 4117, 23758, 22807, 27188, 1211, 41779, 13672, 1829, 43242, 4117, 44945, 7435, 1829, 3555, 11296, 12399, 39182, 9957, 33427, 9381, 26895, 16247, 43042, 12399, 6225, 45340, 49429, 4117, 11933, 1829, 8592, 22807], "avg_logprob": -0.19560917796967905, "compression_ratio": 1.9664429530201342, "no_speech_prob": 2.8014183044433594e-06, "words": [{"start": 1231.94, "end": 1232.26, "word": "إذا", "probability": 0.88671875}, {"start": 1232.26, "end": 1232.52, "word": " كان", "probability": 0.98828125}, {"start": 1232.52, "end": 1232.74, "word": " هذا", "probability": 0.87158203125}, {"start": 1232.74, "end": 1232.88, "word": " من", "probability": 0.92333984375}, {"start": 1232.88, "end": 1233.12, "word": " أين", "probability": 0.90087890625}, {"start": 1233.12, "end": 1233.36, "word": " لك", "probability": 0.95166015625}, {"start": 1233.36, "end": 1233.96, "word": " هذا؟", "probability": 0.6666259765625}, {"start": 1233.96, "end": 1234.28, "word": " هذا", "probability": 0.751953125}, {"start": 1234.28, "end": 1234.72, "word": " أين", "probability": 0.9296875}, {"start": 1234.72, "end": 1236.26, "word": " دهب", "probability": 0.8680013020833334}, {"start": 1236.26, "end": 1238.76, "word": " المال؟", "probability": 0.9036458333333334}, {"start": 1238.76, "end": 1239.68, "word": " إذا", "probability": 0.8623046875}, {"start": 1239.68, "end": 1240.44, "word": " الاستثمار", "probability": 0.78701171875}, {"start": 1240.44, "end": 1240.72, "word": " أين", "probability": 0.954345703125}, {"start": 1240.72, "end": 1241.06, "word": " دهب", "probability": 0.9912109375}, {"start": 1241.06, "end": 1242.32, "word": " المال؟", "probability": 0.9806315104166666}, {"start": 1242.32, "end": 1243.04, "word": " التمويل", "probability": 0.96337890625}, {"start": 1243.04, "end": 1243.64, "word": " فانت", "probability": 0.6839192708333334}, {"start": 1243.64, "end": 1244.16, "word": " من", "probability": 0.7041015625}, {"start": 1244.16, "end": 1244.48, "word": " أين", "probability": 0.964599609375}, {"start": 1244.48, "end": 1244.78, "word": " لك", "probability": 0.996826171875}, {"start": 1244.78, "end": 1245.14, "word": " هذا؟", "probability": 0.732421875}, {"start": 1245.14, "end": 1245.44, "word": " الفلوس", "probability": 0.88818359375}, {"start": 1245.44, "end": 1245.54, "word": " اللي", "probability": 0.914306640625}, {"start": 1245.54, "end": 1245.72, "word": " عندك", "probability": 0.4398193359375}, {"start": 1245.72, "end": 1246.72, "word": " بنجيبها،", "probability": 0.8504231770833334}, {"start": 1246.72, "end": 1247.2, "word": " بعدين", "probability": 0.84130859375}, {"start": 1247.2, "end": 1247.66, "word": " توصيل", "probability": 0.7882486979166666}, {"start": 1247.66, "end": 1248.18, "word": " الأرض،", "probability": 0.7578125}, {"start": 1248.18, "end": 1248.5, "word": " عالم", "probability": 0.83349609375}, {"start": 1248.5, "end": 1248.96, "word": " ولاك", "probability": 0.8115234375}, {"start": 1248.96, "end": 1249.56, "word": " إيش؟", "probability": 0.80615234375}], "temperature": 1.0}, {"id": 52, "seek": 127886, "start": 1249.71, "end": 1278.87, "text": "أعملها في المؤسسة تمام، ممكن تحكولي شو هما القرارات التلاتة المتعلقة بالإدارة المالية؟ بالنسبالي أول واحد الـ Investment Investment، ثاني واحد التمويل Funding، ثالث واحد تنسيع الأرباح Division of Profits أحسن، طيب ممكن حد يتكلمي عن هى القرارات التلاتة؟ واحد منهم ياخدونى، اختري واحد القرارات التلاتة، من هنا تجد المال، من هنا مصدره", "tokens": [10721, 25957, 1211, 11296, 8978, 9673, 33604, 3794, 3794, 3660, 46811, 10943, 12399, 3714, 43020, 6055, 5016, 4117, 12610, 1829, 13412, 2407, 8032, 15042, 25062, 2288, 9640, 9307, 16712, 1211, 9307, 3660, 9673, 2655, 30241, 28671, 20666, 28814, 3215, 9640, 3660, 9673, 6027, 10632, 22807, 20666, 1863, 35457, 6027, 1829, 5551, 12610, 36764, 24401, 2423, 39184, 43427, 43427, 12399, 38637, 7649, 1829, 36764, 24401, 16712, 2304, 2407, 26895, 13493, 278, 12399, 38637, 6027, 12984, 36764, 24401, 6055, 1863, 3794, 1829, 3615, 16247, 25513, 39319, 17183, 295, 6039, 1208, 5551, 5016, 3794, 1863, 12399, 23032, 1829, 3555, 3714, 43020, 11331, 3215, 7251, 2655, 4117, 19528, 1829, 18871, 8032, 7578, 25062, 2288, 9640, 9307, 16712, 1211, 9307, 3660, 22807, 36764, 24401, 9154, 16095, 7251, 47283, 3215, 11536, 7578, 12399, 1975, 46456, 16572, 36764, 24401, 25062, 2288, 9640, 9307, 16712, 1211, 9307, 3660, 12399, 9154, 34105, 6055, 7435, 3215, 9673, 6027, 12399, 9154, 34105, 3714, 9381, 3215, 2288, 3224], "avg_logprob": -0.2868232567598865, "compression_ratio": 1.9721254355400697, "no_speech_prob": 3.93986701965332e-05, "words": [{"start": 1249.71, "end": 1250.29, "word": "أعملها", "probability": 0.751953125}, {"start": 1250.29, "end": 1250.41, "word": " في", "probability": 0.66064453125}, {"start": 1250.41, "end": 1251.05, "word": " المؤسسة", "probability": 0.9873046875}, {"start": 1251.05, "end": 1251.45, "word": " تمام،", "probability": 0.7916666666666666}, {"start": 1251.45, "end": 1251.71, "word": " ممكن", "probability": 0.98828125}, {"start": 1251.71, "end": 1252.33, "word": " تحكولي", "probability": 0.9546875}, {"start": 1252.33, "end": 1252.53, "word": " شو", "probability": 0.541015625}, {"start": 1252.53, "end": 1252.67, "word": " هما", "probability": 0.48681640625}, {"start": 1252.67, "end": 1253.21, "word": " القرارات", "probability": 0.9468994140625}, {"start": 1253.21, "end": 1253.61, "word": " التلاتة", "probability": 0.9310302734375}, {"start": 1253.61, "end": 1254.05, "word": " المتعلقة", "probability": 0.929931640625}, {"start": 1254.05, "end": 1254.39, "word": " بالإدارة", "probability": 0.969921875}, {"start": 1254.39, "end": 1254.87, "word": " المالية؟", "probability": 0.886474609375}, {"start": 1254.87, "end": 1255.03, "word": " بالنسبالي", "probability": 0.6297607421875}, {"start": 1255.03, "end": 1257.43, "word": " أول", "probability": 0.724609375}, {"start": 1257.43, "end": 1257.77, "word": " واحد", "probability": 0.99169921875}, {"start": 1257.77, "end": 1258.09, "word": " الـ", "probability": 0.40997314453125}, {"start": 1258.09, "end": 1258.41, "word": " Investment", "probability": 0.46044921875}, {"start": 1258.41, "end": 1259.59, "word": " Investment،", "probability": 0.3414306640625}, {"start": 1259.59, "end": 1259.91, "word": " ثاني", "probability": 0.8308919270833334}, {"start": 1259.91, "end": 1260.13, "word": " واحد", "probability": 0.982421875}, {"start": 1260.13, "end": 1260.67, "word": " التمويل", "probability": 0.829345703125}, {"start": 1260.67, "end": 1261.39, "word": " Funding،", "probability": 0.7991536458333334}, {"start": 1261.39, "end": 1261.73, "word": " ثالث", "probability": 0.8390299479166666}, {"start": 1261.73, "end": 1262.01, "word": " واحد", "probability": 0.98779296875}, {"start": 1262.01, "end": 1262.41, "word": " تنسيع", "probability": 0.6818359375}, {"start": 1262.41, "end": 1263.25, "word": " الأرباح", "probability": 0.8531901041666666}, {"start": 1263.25, "end": 1263.71, "word": " Division", "probability": 0.830078125}, {"start": 1263.71, "end": 1264.51, "word": " of", "probability": 0.2022705078125}, {"start": 1264.51, "end": 1264.79, "word": " Profits", "probability": 0.448974609375}, {"start": 1264.79, "end": 1265.63, "word": " أحسن،", "probability": 0.803173828125}, {"start": 1265.63, "end": 1266.03, "word": " طيب", "probability": 0.9637044270833334}, {"start": 1266.03, "end": 1266.39, "word": " ممكن", "probability": 0.775634765625}, {"start": 1266.39, "end": 1266.65, "word": " حد", "probability": 0.889404296875}, {"start": 1266.65, "end": 1267.17, "word": " يتكلمي", "probability": 0.910546875}, {"start": 1267.17, "end": 1267.29, "word": " عن", "probability": 0.673828125}, {"start": 1267.29, "end": 1267.47, "word": " هى", "probability": 0.53662109375}, {"start": 1267.47, "end": 1267.83, "word": " القرارات", "probability": 0.9625244140625}, {"start": 1267.83, "end": 1270.11, "word": " التلاتة؟", "probability": 0.89208984375}, {"start": 1270.11, "end": 1272.25, "word": " واحد", "probability": 0.9697265625}, {"start": 1272.25, "end": 1272.51, "word": " منهم", "probability": 0.97900390625}, {"start": 1272.51, "end": 1274.05, "word": " ياخدونى،", "probability": 0.744873046875}, {"start": 1274.05, "end": 1274.31, "word": " اختري", "probability": 0.7618815104166666}, {"start": 1274.31, "end": 1274.69, "word": " واحد", "probability": 0.99462890625}, {"start": 1274.69, "end": 1275.05, "word": " القرارات", "probability": 0.853271484375}, {"start": 1275.05, "end": 1275.83, "word": " التلاتة،", "probability": 0.726220703125}, {"start": 1275.83, "end": 1275.99, "word": " من", "probability": 0.41650390625}, {"start": 1275.99, "end": 1276.19, "word": " هنا", "probability": 0.2452392578125}, {"start": 1276.19, "end": 1277.49, "word": " تجد", "probability": 0.3693033854166667}, {"start": 1277.49, "end": 1278.01, "word": " المال،", "probability": 0.6653645833333334}, {"start": 1278.01, "end": 1278.19, "word": " من", "probability": 0.9453125}, {"start": 1278.19, "end": 1278.33, "word": " هنا", "probability": 0.98046875}, {"start": 1278.33, "end": 1278.87, "word": " مصدره", "probability": 0.9314453125}], "temperature": 1.0}, {"id": 53, "seek": 130683, "start": 1279.85, "end": 1306.83, "text": "لأ، أنا حاطة على التمويل التمويل، من أين لك هذا؟ تمام، من أين لك هذا التمويل؟ اللي حصلت عليها التمويل، هذه الفكرة الاستثمارية، الاستثمار؟ انا كنت احنا على تقسيم الأرباح التقسيم الأرباح، أحسن، دي من يتكلميلنا عن الاستثمار؟", "tokens": [1211, 10721, 12399, 41850, 11331, 41193, 3660, 15844, 16712, 2304, 2407, 26895, 16712, 2304, 2407, 26895, 12399, 9154, 5551, 9957, 5296, 4117, 23758, 22807, 46811, 10943, 12399, 9154, 5551, 9957, 5296, 4117, 23758, 16712, 2304, 2407, 26895, 22807, 13672, 1829, 11331, 36520, 2655, 25894, 11296, 16712, 2304, 2407, 26895, 12399, 29538, 27188, 4117, 25720, 42963, 14851, 12984, 2304, 9640, 10632, 12399, 42963, 14851, 12984, 2304, 9640, 22807, 1975, 8315, 9122, 29399, 1975, 5016, 8315, 15844, 6055, 4587, 3794, 32640, 16247, 25513, 39319, 16712, 4587, 3794, 32640, 16247, 25513, 39319, 12399, 5551, 5016, 3794, 1863, 12399, 11778, 1829, 9154, 7251, 2655, 4117, 19528, 26895, 8315, 18871, 42963, 14851, 12984, 2304, 9640, 22807], "avg_logprob": -0.3702567009521382, "compression_ratio": 2.25, "no_speech_prob": 1.6629695892333984e-05, "words": [{"start": 1279.85, "end": 1280.27, "word": "لأ،", "probability": 0.7088216145833334}, {"start": 1280.27, "end": 1280.45, "word": " أنا", "probability": 0.332763671875}, {"start": 1280.45, "end": 1280.55, "word": " حاطة", "probability": 0.4180094401041667}, {"start": 1280.55, "end": 1280.67, "word": " على", "probability": 0.1402587890625}, {"start": 1280.67, "end": 1281.85, "word": " التمويل", "probability": 0.67987060546875}, {"start": 1281.85, "end": 1282.65, "word": " التمويل،", "probability": 0.6705322265625}, {"start": 1282.65, "end": 1282.77, "word": " من", "probability": 0.62890625}, {"start": 1282.77, "end": 1282.77, "word": " أين", "probability": 0.901611328125}, {"start": 1282.77, "end": 1283.13, "word": " لك", "probability": 0.527587890625}, {"start": 1283.13, "end": 1283.45, "word": " هذا؟", "probability": 0.56982421875}, {"start": 1283.45, "end": 1284.47, "word": " تمام،", "probability": 0.5335693359375}, {"start": 1284.47, "end": 1284.61, "word": " من", "probability": 0.87744140625}, {"start": 1284.61, "end": 1284.61, "word": " أين", "probability": 0.957275390625}, {"start": 1284.61, "end": 1284.61, "word": " لك", "probability": 0.991943359375}, {"start": 1284.61, "end": 1286.69, "word": " هذا", "probability": 0.845703125}, {"start": 1286.69, "end": 1291.17, "word": " التمويل؟", "probability": 0.8201171875}, {"start": 1291.17, "end": 1291.25, "word": " اللي", "probability": 0.76318359375}, {"start": 1291.25, "end": 1291.59, "word": " حصلت", "probability": 0.9912109375}, {"start": 1291.59, "end": 1291.83, "word": " عليها", "probability": 0.87060546875}, {"start": 1291.83, "end": 1292.17, "word": " التمويل،", "probability": 0.74228515625}, {"start": 1292.17, "end": 1292.27, "word": " هذه", "probability": 0.312255859375}, {"start": 1292.27, "end": 1292.55, "word": " الفكرة", "probability": 0.9607747395833334}, {"start": 1292.55, "end": 1293.71, "word": " الاستثمارية،", "probability": 0.8330426897321429}, {"start": 1293.71, "end": 1295.53, "word": " الاستثمار؟", "probability": 0.8330078125}, {"start": 1295.53, "end": 1295.69, "word": " انا", "probability": 0.4705810546875}, {"start": 1295.69, "end": 1295.77, "word": " كنت", "probability": 0.908935546875}, {"start": 1295.77, "end": 1295.95, "word": " احنا", "probability": 0.7486979166666666}, {"start": 1295.95, "end": 1296.03, "word": " على", "probability": 0.1488037109375}, {"start": 1296.03, "end": 1296.29, "word": " تقسيم", "probability": 0.9505615234375}, {"start": 1296.29, "end": 1296.59, "word": " الأرباح", "probability": 0.9386393229166666}, {"start": 1296.59, "end": 1297.07, "word": " التقسيم", "probability": 0.923095703125}, {"start": 1297.07, "end": 1298.69, "word": " الأرباح،", "probability": 0.8389892578125}, {"start": 1298.69, "end": 1303.41, "word": " أحسن،", "probability": 0.710693359375}, {"start": 1303.41, "end": 1303.49, "word": " دي", "probability": 0.794677734375}, {"start": 1303.49, "end": 1303.57, "word": " من", "probability": 0.48046875}, {"start": 1303.57, "end": 1304.31, "word": " يتكلميلنا", "probability": 0.84649658203125}, {"start": 1304.31, "end": 1304.53, "word": " عن", "probability": 0.99462890625}, {"start": 1304.53, "end": 1306.83, "word": " الاستثمار؟", "probability": 0.9545084635416666}], "temperature": 1.0}, {"id": 54, "seek": 133127, "start": 1309.03, "end": 1331.27, "text": "الثمار مش هو .. الثمار ده هو إيش الفكرة اللي أنا بدي أثمرها تشغيل الأموال يا عزيزي بالثمار هو تشغيل الأموال حتى تحقق ليها أربع بفكرة استثمارية معينة بتحقق ليها أربع أيوة تشغيل الأموال طيب أنا سؤال إلكم .. إلكم السؤال أي ثمار بتفتح .. بتعطيكم دقيقة واحدة تقرأوا الأسئلة و تعطونوا إجابة تلاقيلها تمام؟", "tokens": [6027, 12984, 2304, 9640, 37893, 31439, 4386, 2423, 12984, 2304, 9640, 11778, 3224, 31439, 11933, 1829, 8592, 27188, 4117, 25720, 13672, 1829, 41850, 4724, 16254, 5551, 12984, 29973, 11296, 6055, 8592, 17082, 26895, 16247, 2304, 2407, 6027, 35186, 6225, 11622, 1829, 11622, 1829, 20666, 12984, 2304, 9640, 31439, 6055, 8592, 17082, 26895, 16247, 2304, 2407, 6027, 11331, 49975, 6055, 5016, 4587, 4587, 32239, 11296, 5551, 25513, 3615, 4724, 5172, 4117, 25720, 44713, 12984, 2304, 9640, 10632, 20449, 9957, 3660, 39894, 5016, 4587, 4587, 32239, 11296, 5551, 25513, 3615, 36632, 2407, 3660, 6055, 8592, 17082, 26895, 16247, 2304, 2407, 6027, 23032, 1829, 3555, 41850, 8608, 33604, 6027, 11933, 23275, 2304, 4386, 11933, 23275, 2304, 21136, 33604, 6027, 36632, 38637, 2304, 9640, 39894, 5172, 2655, 5016, 4386, 39894, 3615, 9566, 1829, 24793, 11778, 38436, 28671, 36764, 24401, 3660, 6055, 4587, 2288, 10721, 14407, 16247, 3794, 19986, 37977, 4032, 6055, 3615, 9566, 11536, 14407, 11933, 7435, 16758, 3660, 6055, 15040, 4587, 26895, 11296, 46811, 10943, 22807], "avg_logprob": -0.24980945503566324, "compression_ratio": 2.2049180327868854, "no_speech_prob": 4.589557647705078e-05, "words": [{"start": 1309.03, "end": 1309.55, "word": "الثمار", "probability": 0.71875}, {"start": 1309.55, "end": 1309.69, "word": " مش", "probability": 0.75341796875}, {"start": 1309.69, "end": 1309.93, "word": " هو", "probability": 0.96923828125}, {"start": 1309.93, "end": 1310.13, "word": " ..", "probability": 0.27685546875}, {"start": 1310.13, "end": 1310.73, "word": " الثمار", "probability": 0.76971435546875}, {"start": 1310.73, "end": 1310.87, "word": " ده", "probability": 0.54388427734375}, {"start": 1310.87, "end": 1311.05, "word": " هو", "probability": 0.96240234375}, {"start": 1311.05, "end": 1311.25, "word": " إيش", "probability": 0.68408203125}, {"start": 1311.25, "end": 1311.67, "word": " الفكرة", "probability": 0.8966471354166666}, {"start": 1311.67, "end": 1311.85, "word": " اللي", "probability": 0.863037109375}, {"start": 1311.85, "end": 1312.03, "word": " أنا", "probability": 0.77783203125}, {"start": 1312.03, "end": 1312.29, "word": " بدي", "probability": 0.896240234375}, {"start": 1312.29, "end": 1312.65, "word": " أثمرها", "probability": 0.6649169921875}, {"start": 1312.65, "end": 1313.29, "word": " تشغيل", "probability": 0.9163818359375}, {"start": 1313.29, "end": 1313.81, "word": " الأموال", "probability": 0.9107666015625}, {"start": 1313.81, "end": 1313.95, "word": " يا", "probability": 0.34130859375}, {"start": 1313.95, "end": 1314.09, "word": " عزيزي", "probability": 0.825390625}, {"start": 1314.09, "end": 1314.71, "word": " بالثمار", "probability": 0.787750244140625}, {"start": 1314.71, "end": 1314.87, "word": " هو", "probability": 0.9052734375}, {"start": 1314.87, "end": 1315.27, "word": " تشغيل", "probability": 0.9830322265625}, {"start": 1315.27, "end": 1315.57, "word": " الأموال", "probability": 0.9329833984375}, {"start": 1315.57, "end": 1315.79, "word": " حتى", "probability": 0.89306640625}, {"start": 1315.79, "end": 1316.17, "word": " تحقق", "probability": 0.9600830078125}, {"start": 1316.17, "end": 1316.27, "word": " ليها", "probability": 0.5159912109375}, {"start": 1316.27, "end": 1316.27, "word": " أربع", "probability": 0.8194986979166666}, {"start": 1316.27, "end": 1316.65, "word": " بفكرة", "probability": 0.84912109375}, {"start": 1316.65, "end": 1317.19, "word": " استثمارية", "probability": 0.869384765625}, {"start": 1317.19, "end": 1317.51, "word": " معينة", "probability": 0.96044921875}, {"start": 1317.51, "end": 1317.85, "word": " بتحقق", "probability": 0.9315185546875}, {"start": 1317.85, "end": 1318.05, "word": " ليها", "probability": 0.90478515625}, {"start": 1318.05, "end": 1318.23, "word": " أربع", "probability": 0.9689127604166666}, {"start": 1318.23, "end": 1318.39, "word": " أيوة", "probability": 0.6324462890625}, {"start": 1318.39, "end": 1318.79, "word": " تشغيل", "probability": 0.898681640625}, {"start": 1318.79, "end": 1319.19, "word": " الأموال", "probability": 0.8695068359375}, {"start": 1319.19, "end": 1321.49, "word": " طيب", "probability": 0.8894856770833334}, {"start": 1321.49, "end": 1322.23, "word": " أنا", "probability": 0.375}, {"start": 1322.23, "end": 1322.57, "word": " سؤال", "probability": 0.9895833333333334}, {"start": 1322.57, "end": 1323.01, "word": " إلكم", "probability": 0.71435546875}, {"start": 1323.01, "end": 1323.33, "word": " ..", "probability": 0.369384765625}, {"start": 1323.33, "end": 1323.67, "word": " إلكم", "probability": 0.9124348958333334}, {"start": 1323.67, "end": 1324.17, "word": " السؤال", "probability": 0.9861653645833334}, {"start": 1324.17, "end": 1324.73, "word": " أي", "probability": 0.419921875}, {"start": 1324.73, "end": 1325.03, "word": " ثمار", "probability": 0.7222493489583334}, {"start": 1325.03, "end": 1325.63, "word": " بتفتح", "probability": 0.442901611328125}, {"start": 1325.63, "end": 1326.55, "word": " ..", "probability": 0.435546875}, {"start": 1326.55, "end": 1327.81, "word": " بتعطيكم", "probability": 0.83076171875}, {"start": 1327.81, "end": 1328.07, "word": " دقيقة", "probability": 0.9869791666666666}, {"start": 1328.07, "end": 1328.49, "word": " واحدة", "probability": 0.9856770833333334}, {"start": 1328.49, "end": 1328.99, "word": " تقرأوا", "probability": 0.90234375}, {"start": 1328.99, "end": 1329.41, "word": " الأسئلة", "probability": 0.9927978515625}, {"start": 1329.41, "end": 1329.75, "word": " و", "probability": 0.60107421875}, {"start": 1329.75, "end": 1330.07, "word": " تعطونوا", "probability": 0.79150390625}, {"start": 1330.07, "end": 1330.29, "word": " إجابة", "probability": 0.932373046875}, {"start": 1330.29, "end": 1330.71, "word": " تلاقيلها", "probability": 0.838671875}, {"start": 1330.71, "end": 1331.27, "word": " تمام؟", "probability": 0.7906087239583334}], "temperature": 1.0}, {"id": 55, "seek": 135137, "start": 1336.79, "end": 1351.37, "text": "هو ممكن يظهر هو مش في السؤال خلي بعد ممكن يظهر خلصنا الدقيقة ده يا ميس لسه", "tokens": [3224, 2407, 3714, 43020, 7251, 19913, 3224, 2288, 31439, 37893, 8978, 21136, 33604, 6027, 16490, 20292, 39182, 3714, 43020, 7251, 19913, 3224, 2288, 16490, 1211, 9381, 8315, 32748, 38436, 28671, 11778, 3224, 35186, 3714, 1829, 3794, 5296, 3794, 3224], "avg_logprob": -0.27617186307907104, "compression_ratio": 1.4505494505494505, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 1336.79, "end": 1337.03, "word": "هو", "probability": 0.6168212890625}, {"start": 1337.03, "end": 1337.15, "word": " ممكن", "probability": 0.872314453125}, {"start": 1337.15, "end": 1339.47, "word": " يظهر", "probability": 0.9775390625}, {"start": 1339.47, "end": 1339.67, "word": " هو", "probability": 0.25}, {"start": 1339.67, "end": 1339.93, "word": " مش", "probability": 0.94580078125}, {"start": 1339.93, "end": 1340.13, "word": " في", "probability": 0.53466796875}, {"start": 1340.13, "end": 1340.47, "word": " السؤال", "probability": 0.98486328125}, {"start": 1340.47, "end": 1340.75, "word": " خلي", "probability": 0.43408203125}, {"start": 1340.75, "end": 1341.11, "word": " بعد", "probability": 0.7138671875}, {"start": 1341.11, "end": 1342.31, "word": " ممكن", "probability": 0.7939453125}, {"start": 1342.31, "end": 1345.49, "word": " يظهر", "probability": 0.9971923828125}, {"start": 1345.49, "end": 1349.11, "word": " خلصنا", "probability": 0.7677001953125}, {"start": 1349.11, "end": 1349.61, "word": " الدقيقة", "probability": 0.8658854166666666}, {"start": 1349.61, "end": 1350.49, "word": " ده", "probability": 0.677978515625}, {"start": 1350.49, "end": 1350.67, "word": " يا", "probability": 0.7080078125}, {"start": 1350.67, "end": 1350.93, "word": " ميس", "probability": 0.6449381510416666}, {"start": 1350.93, "end": 1351.37, "word": " لسه", "probability": 0.9578450520833334}], "temperature": 1.0}, {"id": 56, "seek": 139468, "start": 1369.94, "end": 1394.68, "text": "نسمع إجابة من طالب و بعدين نعمل تصوير، هل إجابتها صح أو غلط؟ تما، نبدأ بأول واحد، احتجاز جزء من أرباح المؤسسة إسلام، هل هو استثمار دموين توزيع أرباح؟ أنا احتجازت جزء من الأرباح جواب ده صح، ليش جواب ده غلط؟ كلمة احتجازش معناها احتجاز أو توزيع؟", "tokens": [1863, 38251, 3615, 11933, 7435, 16758, 3660, 9154, 23032, 6027, 3555, 4032, 39182, 9957, 8717, 25957, 1211, 6055, 9381, 2407, 13546, 12399, 8032, 1211, 11933, 7435, 16758, 2655, 11296, 20328, 5016, 34051, 32771, 1211, 9566, 22807, 6055, 15042, 12399, 8717, 44510, 10721, 4724, 10721, 12610, 36764, 24401, 12399, 1975, 33753, 7435, 31377, 10874, 11622, 38207, 9154, 5551, 25513, 39319, 9673, 33604, 3794, 3794, 3660, 11933, 3794, 37440, 12399, 8032, 1211, 31439, 44713, 12984, 2304, 9640, 11778, 2304, 2407, 9957, 33427, 11622, 40228, 5551, 25513, 39319, 22807, 41850, 1975, 33753, 7435, 31377, 2655, 10874, 11622, 38207, 9154, 16247, 25513, 39319, 10874, 14407, 3555, 11778, 3224, 20328, 5016, 12399, 32239, 8592, 10874, 14407, 3555, 11778, 3224, 32771, 1211, 9566, 22807, 9122, 19528, 3660, 1975, 33753, 7435, 31377, 8592, 20449, 8315, 11296, 1975, 33753, 7435, 31377, 34051, 33427, 11622, 40228, 22807], "avg_logprob": -0.21133092924845304, "compression_ratio": 2.0091743119266057, "no_speech_prob": 7.152557373046875e-07, "words": [{"start": 1369.94, "end": 1370.44, "word": "نسمع", "probability": 0.8447265625}, {"start": 1370.44, "end": 1370.84, "word": " إجابة", "probability": 0.906982421875}, {"start": 1370.84, "end": 1371.0, "word": " من", "probability": 0.9833984375}, {"start": 1371.0, "end": 1371.32, "word": " طالب", "probability": 0.8958333333333334}, {"start": 1371.32, "end": 1371.44, "word": " و", "probability": 0.619140625}, {"start": 1371.44, "end": 1371.66, "word": " بعدين", "probability": 0.758544921875}, {"start": 1371.66, "end": 1371.82, "word": " نعمل", "probability": 0.8094075520833334}, {"start": 1371.82, "end": 1372.36, "word": " تصوير،", "probability": 0.5893798828125}, {"start": 1372.36, "end": 1372.48, "word": " هل", "probability": 0.6728515625}, {"start": 1372.48, "end": 1372.88, "word": " إجابتها", "probability": 0.97978515625}, {"start": 1372.88, "end": 1373.04, "word": " صح", "probability": 0.986083984375}, {"start": 1373.04, "end": 1373.12, "word": " أو", "probability": 0.76513671875}, {"start": 1373.12, "end": 1373.64, "word": " غلط؟", "probability": 0.838623046875}, {"start": 1373.64, "end": 1374.48, "word": " تما،", "probability": 0.6129150390625}, {"start": 1374.48, "end": 1374.76, "word": " نبدأ", "probability": 0.9754231770833334}, {"start": 1374.76, "end": 1375.02, "word": " بأول", "probability": 0.9729817708333334}, {"start": 1375.02, "end": 1375.52, "word": " واحد،", "probability": 0.8006998697916666}, {"start": 1375.52, "end": 1376.1, "word": " احتجاز", "probability": 0.96826171875}, {"start": 1376.1, "end": 1376.62, "word": " جزء", "probability": 0.9970703125}, {"start": 1376.62, "end": 1377.02, "word": " من", "probability": 0.99658203125}, {"start": 1377.02, "end": 1377.48, "word": " أرباح", "probability": 0.9869791666666666}, {"start": 1377.48, "end": 1378.14, "word": " المؤسسة", "probability": 0.995703125}, {"start": 1378.14, "end": 1379.76, "word": " إسلام،", "probability": 0.6871337890625}, {"start": 1379.76, "end": 1380.02, "word": " هل", "probability": 0.978515625}, {"start": 1380.02, "end": 1380.32, "word": " هو", "probability": 0.99755859375}, {"start": 1380.32, "end": 1381.34, "word": " استثمار", "probability": 0.9691162109375}, {"start": 1381.34, "end": 1381.94, "word": " دموين", "probability": 0.880126953125}, {"start": 1381.94, "end": 1382.76, "word": " توزيع", "probability": 0.9130859375}, {"start": 1382.76, "end": 1385.7, "word": " أرباح؟", "probability": 0.9530029296875}, {"start": 1385.7, "end": 1388.3, "word": " أنا", "probability": 0.07916259765625}, {"start": 1388.3, "end": 1388.9, "word": " احتجازت", "probability": 0.9015625}, {"start": 1388.9, "end": 1389.44, "word": " جزء", "probability": 0.9977213541666666}, {"start": 1389.44, "end": 1389.64, "word": " من", "probability": 0.9970703125}, {"start": 1389.64, "end": 1390.14, "word": " الأرباح", "probability": 0.9900716145833334}, {"start": 1390.14, "end": 1390.46, "word": " جواب", "probability": 0.72705078125}, {"start": 1390.46, "end": 1390.62, "word": " ده", "probability": 0.62060546875}, {"start": 1390.62, "end": 1390.82, "word": " صح،", "probability": 0.8167317708333334}, {"start": 1390.82, "end": 1390.96, "word": " ليش", "probability": 0.5986328125}, {"start": 1390.96, "end": 1391.16, "word": " جواب", "probability": 0.9366861979166666}, {"start": 1391.16, "end": 1391.26, "word": " ده", "probability": 0.97216796875}, {"start": 1391.26, "end": 1391.82, "word": " غلط؟", "probability": 0.9755859375}, {"start": 1391.82, "end": 1393.0, "word": " كلمة", "probability": 0.7762858072916666}, {"start": 1393.0, "end": 1393.64, "word": " احتجازش", "probability": 0.88349609375}, {"start": 1393.64, "end": 1394.06, "word": " معناها", "probability": 0.8512369791666666}, {"start": 1394.06, "end": 1394.54, "word": " احتجاز", "probability": 0.671417236328125}, {"start": 1394.54, "end": 1394.68, "word": " أو", "probability": 0.265869140625}, {"start": 1394.68, "end": 1394.68, "word": " توزيع؟", "probability": 0.784423828125}], "temperature": 1.0}, {"id": 57, "seek": 142417, "start": 1395.65, "end": 1424.17, "text": "مش إحنا حكينا إنه أنا في السوري أقندي كمية من الأرباح، صح؟ ممكن أوزّع عليهم 90% أو 10% أدخلها، ليش أدخلها؟ عسى إنه لو احتجت أمول فكرة استثمارية في المستقبل القريب أو البعيد، أاخد أن هي الأرباح المحتجزة، يبقى أنا إن احتجت أموال من أسباب احتجاز الأرباح هي إنه أنا شغل عمال تنمو إذا funding، أفضل funding؟ تمام، هذا السؤال لساميرا، لإن أنا متعلقة في وظيفتها، الحصول على قرد من بني فلسطين", "tokens": [2304, 8592, 11933, 5016, 8315, 11331, 4117, 1829, 8315, 36145, 3224, 41850, 8978, 21136, 13063, 1829, 5551, 4587, 1863, 16254, 9122, 2304, 10632, 9154, 16247, 25513, 39319, 12399, 20328, 5016, 22807, 3714, 43020, 34051, 11622, 11703, 3615, 25894, 16095, 4289, 4, 34051, 1266, 4, 5551, 3215, 9778, 1211, 11296, 12399, 32239, 8592, 5551, 3215, 9778, 1211, 11296, 22807, 6225, 3794, 7578, 36145, 3224, 45164, 1975, 33753, 7435, 2655, 5551, 2304, 12610, 6156, 4117, 25720, 44713, 12984, 2304, 9640, 10632, 8978, 9673, 14851, 4587, 36150, 25062, 16572, 3555, 34051, 29739, 3615, 25708, 12399, 5551, 47283, 3215, 14739, 39896, 16247, 25513, 39319, 9673, 33753, 7435, 11622, 3660, 12399, 7251, 3555, 4587, 7578, 41850, 36145, 1975, 33753, 7435, 2655, 5551, 2304, 2407, 6027, 9154, 5551, 35457, 16758, 1975, 33753, 7435, 31377, 16247, 25513, 39319, 39896, 36145, 3224, 41850, 13412, 17082, 1211, 6225, 2304, 6027, 6055, 1863, 2304, 2407, 11933, 15730, 6137, 12399, 5551, 5172, 11242, 1211, 6137, 22807, 46811, 10943, 12399, 23758, 21136, 33604, 6027, 5296, 3794, 10943, 13546, 995, 12399, 5296, 28814, 1863, 41850, 44650, 30241, 28671, 8978, 4032, 19913, 33911, 2655, 11296, 12399, 21542, 9381, 12610, 15844, 12174, 2288, 3215, 9154, 4724, 22653, 6156, 1211, 3794, 9566, 9957], "avg_logprob": -0.24321339061163894, "compression_ratio": 1.9853372434017595, "no_speech_prob": 7.569789886474609e-06, "words": [{"start": 1395.65, "end": 1396.27, "word": "مش", "probability": 0.6005859375}, {"start": 1396.27, "end": 1396.51, "word": " إحنا", "probability": 0.773681640625}, {"start": 1396.51, "end": 1396.87, "word": " حكينا", "probability": 0.978515625}, {"start": 1396.87, "end": 1397.09, "word": " إنه", "probability": 0.805419921875}, {"start": 1397.09, "end": 1397.31, "word": " أنا", "probability": 0.83056640625}, {"start": 1397.31, "end": 1397.67, "word": " في", "probability": 0.8134765625}, {"start": 1397.67, "end": 1397.75, "word": " السوري", "probability": 0.7511393229166666}, {"start": 1397.75, "end": 1398.05, "word": " أقندي", "probability": 0.5813140869140625}, {"start": 1398.05, "end": 1398.57, "word": " كمية", "probability": 0.9410807291666666}, {"start": 1398.57, "end": 1398.71, "word": " من", "probability": 0.9951171875}, {"start": 1398.71, "end": 1399.31, "word": " الأرباح،", "probability": 0.789520263671875}, {"start": 1399.31, "end": 1399.85, "word": " صح؟", "probability": 0.9200846354166666}, {"start": 1399.85, "end": 1400.27, "word": " ممكن", "probability": 0.981689453125}, {"start": 1400.27, "end": 1400.73, "word": " أوزّع", "probability": 0.75140380859375}, {"start": 1400.73, "end": 1400.95, "word": " عليهم", "probability": 0.96484375}, {"start": 1400.95, "end": 1401.25, "word": " 90", "probability": 0.8466796875}, {"start": 1401.25, "end": 1401.65, "word": "%", "probability": 0.96728515625}, {"start": 1401.65, "end": 1401.87, "word": " أو", "probability": 0.44580078125}, {"start": 1401.87, "end": 1402.07, "word": " 10", "probability": 0.9638671875}, {"start": 1402.07, "end": 1402.47, "word": "%", "probability": 0.99072265625}, {"start": 1402.47, "end": 1403.09, "word": " أدخلها،", "probability": 0.6880696614583334}, {"start": 1403.09, "end": 1403.21, "word": " ليش", "probability": 0.94287109375}, {"start": 1403.21, "end": 1403.75, "word": " أدخلها؟", "probability": 0.927978515625}, {"start": 1403.75, "end": 1403.85, "word": " عسى", "probability": 0.6271158854166666}, {"start": 1403.85, "end": 1404.17, "word": " إنه", "probability": 0.74853515625}, {"start": 1404.17, "end": 1404.31, "word": " لو", "probability": 0.94970703125}, {"start": 1404.31, "end": 1404.99, "word": " احتجت", "probability": 0.9208984375}, {"start": 1404.99, "end": 1405.71, "word": " أمول", "probability": 0.9005533854166666}, {"start": 1405.71, "end": 1406.09, "word": " فكرة", "probability": 0.99462890625}, {"start": 1406.09, "end": 1406.87, "word": " استثمارية", "probability": 0.978125}, {"start": 1406.87, "end": 1407.49, "word": " في", "probability": 0.94384765625}, {"start": 1407.49, "end": 1408.07, "word": " المستقبل", "probability": 0.9835205078125}, {"start": 1408.07, "end": 1408.43, "word": " القريب", "probability": 0.9874674479166666}, {"start": 1408.43, "end": 1408.57, "word": " أو", "probability": 0.97509765625}, {"start": 1408.57, "end": 1409.11, "word": " البعيد،", "probability": 0.70623779296875}, {"start": 1409.11, "end": 1409.45, "word": " أاخد", "probability": 0.7286783854166666}, {"start": 1409.45, "end": 1409.55, "word": " أن", "probability": 0.60205078125}, {"start": 1409.55, "end": 1409.65, "word": " هي", "probability": 0.63525390625}, {"start": 1409.65, "end": 1409.95, "word": " الأرباح", "probability": 0.8904622395833334}, {"start": 1409.95, "end": 1410.79, "word": " المحتجزة،", "probability": 0.8794759114583334}, {"start": 1410.79, "end": 1410.93, "word": " يبقى", "probability": 0.81549072265625}, {"start": 1410.93, "end": 1411.09, "word": " أنا", "probability": 0.8486328125}, {"start": 1411.09, "end": 1411.23, "word": " إن", "probability": 0.81982421875}, {"start": 1411.23, "end": 1411.55, "word": " احتجت", "probability": 0.8980712890625}, {"start": 1411.55, "end": 1412.03, "word": " أموال", "probability": 0.8798828125}, {"start": 1412.03, "end": 1412.25, "word": " من", "probability": 0.8330078125}, {"start": 1412.25, "end": 1412.91, "word": " أسباب", "probability": 0.9889322916666666}, {"start": 1412.91, "end": 1413.57, "word": " احتجاز", "probability": 0.8994140625}, {"start": 1413.57, "end": 1415.77, "word": " الأرباح", "probability": 0.9069010416666666}, {"start": 1415.77, "end": 1416.21, "word": " هي", "probability": 0.63623046875}, {"start": 1416.21, "end": 1416.77, "word": " إنه", "probability": 0.612548828125}, {"start": 1416.77, "end": 1416.91, "word": " أنا", "probability": 0.810546875}, {"start": 1416.91, "end": 1417.11, "word": " شغل", "probability": 0.7012532552083334}, {"start": 1417.11, "end": 1417.33, "word": " عمال", "probability": 0.8321940104166666}, {"start": 1417.33, "end": 1417.59, "word": " تنمو", "probability": 0.5582275390625}, {"start": 1417.59, "end": 1417.73, "word": " إذا", "probability": 0.48651123046875}, {"start": 1417.73, "end": 1418.49, "word": " funding،", "probability": 0.33013916015625}, {"start": 1418.49, "end": 1418.91, "word": " أفضل", "probability": 0.7587890625}, {"start": 1418.91, "end": 1419.45, "word": " funding؟", "probability": 0.645751953125}, {"start": 1419.45, "end": 1419.99, "word": " تمام،", "probability": 0.8859049479166666}, {"start": 1419.99, "end": 1420.13, "word": " هذا", "probability": 0.708984375}, {"start": 1420.13, "end": 1420.51, "word": " السؤال", "probability": 0.9908854166666666}, {"start": 1420.51, "end": 1420.95, "word": " لساميرا،", "probability": 0.684326171875}, {"start": 1420.95, "end": 1421.07, "word": " لإن", "probability": 0.8406575520833334}, {"start": 1421.07, "end": 1421.13, "word": " أنا", "probability": 0.669921875}, {"start": 1421.13, "end": 1421.49, "word": " متعلقة", "probability": 0.8878580729166666}, {"start": 1421.49, "end": 1421.77, "word": " في", "probability": 0.970703125}, {"start": 1421.77, "end": 1422.57, "word": " وظيفتها،", "probability": 0.8469645182291666}, {"start": 1422.57, "end": 1422.91, "word": " الحصول", "probability": 0.9793294270833334}, {"start": 1422.91, "end": 1423.07, "word": " على", "probability": 0.87158203125}, {"start": 1423.07, "end": 1423.45, "word": " قرد", "probability": 0.7997233072916666}, {"start": 1423.45, "end": 1423.55, "word": " من", "probability": 0.978515625}, {"start": 1423.55, "end": 1423.71, "word": " بني", "probability": 0.7763671875}, {"start": 1423.71, "end": 1424.17, "word": " فلسطين", "probability": 0.95361328125}], "temperature": 1.0}, {"id": 58, "seek": 145320, "start": 1427.02, "end": 1453.2, "text": "بيور التمويل، أحسن تي تمويل، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم، نعم", "tokens": [21292, 13063, 16712, 2304, 2407, 26895, 12399, 5551, 5016, 3794, 1863, 6055, 1829, 6055, 2304, 2407, 26895, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957, 12399, 8717, 25957], "avg_logprob": -0.08465277565850152, "compression_ratio": 10.65079365079365, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1427.02, "end": 1427.38, "word": "بيور", "probability": 0.45361328125}, {"start": 1427.38, "end": 1428.12, "word": " التمويل،", "probability": 0.72197265625}, {"start": 1428.12, "end": 1428.46, "word": " أحسن", "probability": 0.7752685546875}, {"start": 1428.46, "end": 1428.64, "word": " تي", "probability": 0.4232177734375}, {"start": 1428.64, "end": 1429.24, "word": " تمويل،", "probability": 0.7724609375}, {"start": 1429.24, "end": 1429.62, "word": " نعم،", "probability": 0.3270263671875}, {"start": 1429.62, "end": 1429.62, "word": " نعم،", "probability": 0.6826171875}, {"start": 1429.62, "end": 1429.64, "word": " نعم،", "probability": 0.7137858072916666}, {"start": 1429.64, "end": 1430.08, "word": " نعم،", "probability": 0.81005859375}, {"start": 1430.08, "end": 1430.1, "word": " نعم،", "probability": 0.896484375}, {"start": 1430.1, "end": 1430.14, "word": " نعم،", "probability": 0.9332682291666666}, {"start": 1430.14, "end": 1430.44, "word": " نعم،", "probability": 0.9500325520833334}, {"start": 1430.44, "end": 1430.46, "word": " نعم،", "probability": 0.9573567708333334}, {"start": 1430.46, "end": 1430.82, "word": " نعم،", "probability": 0.96044921875}, {"start": 1430.82, "end": 1430.82, "word": " نعم،", "probability": 0.96142578125}, {"start": 1430.82, "end": 1431.14, "word": " نعم،", "probability": 0.9615885416666666}, {"start": 1431.14, "end": 1432.02, "word": " نعم،", "probability": 0.9625651041666666}, {"start": 1432.02, "end": 1432.02, "word": " نعم،", "probability": 0.96435546875}, {"start": 1432.02, "end": 1432.02, "word": " نعم،", "probability": 0.9651692708333334}, {"start": 1432.02, "end": 1432.02, "word": " نعم،", "probability": 0.9666341145833334}, {"start": 1432.02, "end": 1432.02, "word": " نعم،", "probability": 0.96875}, {"start": 1432.02, "end": 1432.02, "word": " نعم،", "probability": 0.9698893229166666}, {"start": 1432.02, "end": 1432.02, "word": " نعم،", "probability": 0.9716796875}, {"start": 1432.02, "end": 1432.02, "word": " نعم،", "probability": 0.9729817708333334}, {"start": 1432.02, "end": 1432.02, "word": " نعم،", "probability": 0.9752604166666666}, {"start": 1432.02, "end": 1432.02, "word": " نعم،", "probability": 0.9767252604166666}, {"start": 1432.02, "end": 1432.02, "word": " نعم،", "probability": 0.9786783854166666}, {"start": 1432.02, "end": 1432.02, "word": " نعم،", "probability": 0.9801432291666666}, {"start": 1432.02, "end": 1432.06, "word": " نعم،", "probability": 0.9812825520833334}, {"start": 1432.06, "end": 1432.26, "word": " نعم،", "probability": 0.982421875}, {"start": 1432.26, "end": 1432.62, "word": " نعم،", "probability": 0.9835611979166666}, {"start": 1432.62, "end": 1432.62, "word": " نعم،", "probability": 0.98486328125}, {"start": 1432.62, "end": 1432.62, "word": " نعم،", "probability": 0.9856770833333334}, {"start": 1432.62, "end": 1432.62, "word": " نعم،", "probability": 0.9864908854166666}, {"start": 1432.62, "end": 1432.62, "word": " نعم،", "probability": 0.9873046875}, {"start": 1432.62, "end": 1432.62, "word": " نعم،", "probability": 0.98779296875}, {"start": 1432.62, "end": 1432.62, "word": " نعم،", "probability": 0.98828125}, {"start": 1432.62, "end": 1432.62, "word": " نعم،", "probability": 0.9890950520833334}, {"start": 1432.62, "end": 1432.96, "word": " نعم،", "probability": 0.9894205729166666}, {"start": 1432.96, "end": 1432.96, "word": " نعم،", "probability": 0.98974609375}, {"start": 1432.96, "end": 1433.3, "word": " نعم،", "probability": 0.9900716145833334}, {"start": 1433.3, "end": 1433.86, "word": " نعم،", "probability": 0.9903971354166666}, {"start": 1433.86, "end": 1433.86, "word": " نعم،", "probability": 0.99072265625}, {"start": 1433.86, "end": 1434.4, "word": " نعم،", "probability": 0.9910481770833334}, {"start": 1434.4, "end": 1434.86, "word": " نعم،", "probability": 0.9910481770833334}, {"start": 1434.86, "end": 1435.22, "word": " نعم،", "probability": 0.9912109375}, {"start": 1435.22, "end": 1435.52, "word": " نعم،", "probability": 0.9913736979166666}, {"start": 1435.52, "end": 1435.52, "word": " نعم،", "probability": 0.9915364583333334}, {"start": 1435.52, "end": 1435.54, "word": " نعم،", "probability": 0.99169921875}, {"start": 1435.54, "end": 1435.54, "word": " نعم،", "probability": 0.99169921875}, {"start": 1435.54, "end": 1436.48, "word": " نعم،", "probability": 0.9918619791666666}, {"start": 1436.48, "end": 1436.86, "word": " نعم،", "probability": 0.99169921875}, {"start": 1436.86, "end": 1437.18, "word": " نعم،", "probability": 0.9918619791666666}, {"start": 1437.18, "end": 1438.96, "word": " نعم،", "probability": 0.9918619791666666}, {"start": 1438.96, "end": 1438.96, "word": " نعم،", "probability": 0.9918619791666666}, {"start": 1438.96, "end": 1438.96, "word": " نعم،", "probability": 0.9918619791666666}, {"start": 1438.96, "end": 1438.96, "word": " نعم،", "probability": 0.9920247395833334}, {"start": 1438.96, "end": 1438.96, "word": " نعم،", "probability": 0.9918619791666666}, {"start": 1438.96, "end": 1438.96, "word": " نعم،", "probability": 0.9918619791666666}, {"start": 1438.96, "end": 1438.96, "word": " نعم،", "probability": 0.99169921875}, {"start": 1438.96, "end": 1439.14, "word": " نعم،", "probability": 0.99169921875}, {"start": 1439.14, "end": 1439.68, "word": " نعم،", "probability": 0.9915364583333334}, {"start": 1439.68, "end": 1439.8, "word": " نعم،", "probability": 0.9915364583333334}, {"start": 1439.8, "end": 1440.44, "word": " نعم،", "probability": 0.9913736979166666}, {"start": 1440.44, "end": 1441.1, "word": " نعم،", "probability": 0.9913736979166666}, {"start": 1441.1, "end": 1442.24, "word": " نعم،", "probability": 0.9915364583333334}, {"start": 1442.24, "end": 1443.98, "word": " نعم،", "probability": 0.9912109375}, {"start": 1443.98, "end": 1444.42, "word": " نعم،", "probability": 0.9910481770833334}, {"start": 1444.42, "end": 1446.58, "word": " نعم،", "probability": 0.9910481770833334}, {"start": 1446.58, "end": 1447.82, "word": " نعم،", "probability": 0.9908854166666666}, {"start": 1447.82, "end": 1448.96, "word": " نعم،", "probability": 0.99072265625}, {"start": 1448.96, "end": 1449.22, "word": " نعم،", "probability": 0.9903971354166666}, {"start": 1449.22, "end": 1452.46, "word": " نعم،", "probability": 0.9900716145833334}, {"start": 1452.46, "end": 1453.2, "word": " نعم", "probability": 0.99169921875}], "temperature": 1.0}, {"id": 59, "seek": 148373, "start": 1454.83, "end": 1483.73, "text": "فتح فرع جديد لمصنع العودة عن طريق إصدار أشطن جديدة أي شغل جديد جديد جديد استثمار لأي شغلة بدي أجيب قالة جديدة بدي أفتح فرع جديد بدي أفتح خاط إنتاج جديد هذا كله ليش بعمله؟ عشان أزيد أرباحي بدي أستثمر بدي أستثمر لزيادة الأرباح شراء قطعة أرض للمصنع ممتاز استثمار توزيع أرباح على ملاك الشركة", "tokens": [5172, 2655, 5016, 6156, 2288, 3615, 10874, 16254, 3215, 32767, 9381, 1863, 3615, 18863, 23328, 3660, 18871, 23032, 16572, 4587, 11933, 9381, 3215, 9640, 5551, 8592, 9566, 1863, 10874, 16254, 41891, 36632, 13412, 17082, 1211, 10874, 16254, 3215, 10874, 16254, 3215, 10874, 16254, 3215, 44713, 12984, 2304, 9640, 5296, 10721, 1829, 13412, 17082, 37977, 4724, 16254, 5551, 7435, 1829, 3555, 12174, 6027, 3660, 10874, 16254, 41891, 4724, 16254, 5551, 5172, 2655, 5016, 6156, 2288, 3615, 10874, 16254, 3215, 4724, 16254, 5551, 5172, 2655, 5016, 16490, 41193, 11933, 29399, 26108, 10874, 16254, 3215, 23758, 28242, 3224, 32239, 8592, 4724, 25957, 43761, 22807, 6225, 8592, 7649, 5551, 11622, 25708, 5551, 25513, 39319, 1829, 4724, 16254, 5551, 14851, 12984, 29973, 4724, 16254, 5551, 14851, 12984, 29973, 5296, 11622, 1829, 18513, 3660, 16247, 25513, 39319, 13412, 2288, 16606, 12174, 9566, 27884, 5551, 43042, 5296, 19528, 9381, 1863, 3615, 3714, 2304, 2655, 31377, 44713, 12984, 2304, 9640, 33427, 11622, 40228, 5551, 25513, 39319, 15844, 3714, 15040, 4117, 25124, 31747, 3660], "avg_logprob": -0.1443900558424283, "compression_ratio": 2.1940928270042193, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1454.83, "end": 1455.25, "word": "فتح", "probability": 0.8601888020833334}, {"start": 1455.25, "end": 1455.53, "word": " فرع", "probability": 0.83984375}, {"start": 1455.53, "end": 1455.93, "word": " جديد", "probability": 0.9918619791666666}, {"start": 1455.93, "end": 1456.25, "word": " لمصنع", "probability": 0.900146484375}, {"start": 1456.25, "end": 1456.63, "word": " العودة", "probability": 0.9609375}, {"start": 1456.63, "end": 1456.81, "word": " عن", "probability": 0.9287109375}, {"start": 1456.81, "end": 1457.17, "word": " طريق", "probability": 0.9908854166666666}, {"start": 1457.17, "end": 1457.41, "word": " إصدار", "probability": 0.8087158203125}, {"start": 1457.41, "end": 1457.65, "word": " أشطن", "probability": 0.8414306640625}, {"start": 1457.65, "end": 1458.07, "word": " جديدة", "probability": 0.9049479166666666}, {"start": 1458.07, "end": 1458.41, "word": " أي", "probability": 0.7265625}, {"start": 1458.41, "end": 1458.63, "word": " شغل", "probability": 0.8684895833333334}, {"start": 1458.63, "end": 1458.91, "word": " جديد", "probability": 0.9322916666666666}, {"start": 1458.91, "end": 1459.25, "word": " جديد", "probability": 0.756591796875}, {"start": 1459.25, "end": 1459.33, "word": " جديد", "probability": 0.919921875}, {"start": 1459.33, "end": 1461.57, "word": " استثمار", "probability": 0.790008544921875}, {"start": 1461.57, "end": 1464.09, "word": " لأي", "probability": 0.5410970052083334}, {"start": 1464.09, "end": 1464.35, "word": " شغلة", "probability": 0.7997233072916666}, {"start": 1464.35, "end": 1464.55, "word": " بدي", "probability": 0.64111328125}, {"start": 1464.55, "end": 1465.23, "word": " أجيب", "probability": 0.8365478515625}, {"start": 1465.23, "end": 1465.45, "word": " قالة", "probability": 0.6471354166666666}, {"start": 1465.45, "end": 1465.73, "word": " جديدة", "probability": 0.98046875}, {"start": 1465.73, "end": 1465.97, "word": " بدي", "probability": 0.7978515625}, {"start": 1465.97, "end": 1466.17, "word": " أفتح", "probability": 0.9808349609375}, {"start": 1466.17, "end": 1466.43, "word": " فرع", "probability": 0.962890625}, {"start": 1466.43, "end": 1466.73, "word": " جديد", "probability": 0.99462890625}, {"start": 1466.73, "end": 1466.89, "word": " بدي", "probability": 0.8798828125}, {"start": 1466.89, "end": 1467.11, "word": " أفتح", "probability": 0.9906005859375}, {"start": 1467.11, "end": 1467.29, "word": " خاط", "probability": 0.919677734375}, {"start": 1467.29, "end": 1467.57, "word": " إنتاج", "probability": 0.8204752604166666}, {"start": 1467.57, "end": 1467.95, "word": " جديد", "probability": 0.9947916666666666}, {"start": 1467.95, "end": 1468.25, "word": " هذا", "probability": 0.708984375}, {"start": 1468.25, "end": 1468.47, "word": " كله", "probability": 0.976318359375}, {"start": 1468.47, "end": 1468.59, "word": " ليش", "probability": 0.9072265625}, {"start": 1468.59, "end": 1469.15, "word": " بعمله؟", "probability": 0.873779296875}, {"start": 1469.15, "end": 1469.47, "word": " عشان", "probability": 0.8160807291666666}, {"start": 1469.47, "end": 1469.75, "word": " أزيد", "probability": 0.9900716145833334}, {"start": 1469.75, "end": 1470.31, "word": " أرباحي", "probability": 0.9747314453125}, {"start": 1470.31, "end": 1470.49, "word": " بدي", "probability": 0.922607421875}, {"start": 1470.49, "end": 1471.01, "word": " أستثمر", "probability": 0.9759521484375}, {"start": 1471.01, "end": 1471.45, "word": " بدي", "probability": 0.8076171875}, {"start": 1471.45, "end": 1471.81, "word": " أستثمر", "probability": 0.9766845703125}, {"start": 1471.81, "end": 1472.13, "word": " لزيادة", "probability": 0.9564453125}, {"start": 1472.13, "end": 1472.23, "word": " الأرباح", "probability": 0.94482421875}, {"start": 1472.23, "end": 1477.89, "word": " شراء", "probability": 0.665283203125}, {"start": 1477.89, "end": 1478.49, "word": " قطعة", "probability": 0.9806315104166666}, {"start": 1478.49, "end": 1478.77, "word": " أرض", "probability": 0.9833984375}, {"start": 1478.77, "end": 1479.33, "word": " للمصنع", "probability": 0.92744140625}, {"start": 1479.33, "end": 1480.65, "word": " ممتاز", "probability": 0.81304931640625}, {"start": 1480.65, "end": 1481.25, "word": " استثمار", "probability": 0.9237060546875}, {"start": 1481.25, "end": 1482.21, "word": " توزيع", "probability": 0.9104817708333334}, {"start": 1482.21, "end": 1482.69, "word": " أرباح", "probability": 0.9943033854166666}, {"start": 1482.69, "end": 1482.95, "word": " على", "probability": 0.94580078125}, {"start": 1482.95, "end": 1483.27, "word": " ملاك", "probability": 0.7666015625}, {"start": 1483.27, "end": 1483.73, "word": " الشركة", "probability": 0.9944661458333334}], "temperature": 1.0}, {"id": 60, "seek": 151577, "start": 1486.35, "end": 1515.77, "text": "في حد عنده اعتراض على أي واحدة أو واحدة نعيدها؟ إذا الفلوس لو نعطيها أدفعها من جيبتي زي شراء قر أو قرد واحد أستثمار باسمه لما أخدها زي قرد مثلا استلافت منكوا يعني أنا أخدت كمؤسسة أو بقيت حاجة و أخدت منها ده اسم وعاش التموي التوزيع واضح، توزيع، تفضل تفضل، تفضل، تفضل، تفضل، تفضل، تفضل، تفضل، تفضل، تفضل، تفضل، تفضل، تفضل، تفضل، تفضل، تفضل، تفضل، تفضل،", "tokens": [41185, 11331, 3215, 43242, 3224, 1975, 34268, 2288, 46958, 15844, 36632, 36764, 24401, 3660, 34051, 36764, 24401, 3660, 8717, 3615, 25708, 11296, 22807, 11933, 15730, 27188, 1211, 41779, 45164, 8717, 3615, 9566, 1829, 11296, 5551, 3215, 5172, 3615, 11296, 9154, 10874, 1829, 3555, 31371, 30767, 1829, 13412, 2288, 16606, 12174, 2288, 34051, 12174, 2288, 3215, 36764, 24401, 5551, 14851, 12984, 2304, 9640, 4724, 32277, 2304, 3224, 5296, 15042, 5551, 9778, 3215, 11296, 30767, 1829, 12174, 2288, 3215, 50113, 15040, 44713, 15040, 5172, 2655, 9154, 4117, 14407, 37495, 22653, 41850, 5551, 9778, 3215, 2655, 9122, 2304, 33604, 3794, 3794, 3660, 34051, 4724, 4587, 36081, 11331, 26108, 3660, 4032, 5551, 9778, 3215, 2655, 9154, 11296, 11778, 3224, 24525, 2304, 4032, 3615, 33599, 16712, 2304, 45865, 16712, 2407, 11622, 40228, 4032, 46958, 5016, 12399, 33427, 11622, 40228, 12399, 6055, 5172, 11242, 1211, 6055, 5172, 11242, 1211, 12399, 6055, 5172, 11242, 1211, 12399, 6055, 5172, 11242, 1211, 12399, 6055, 5172, 11242, 1211, 12399, 6055, 5172, 11242, 1211, 12399, 6055, 5172, 11242, 1211, 12399, 6055, 5172, 11242, 1211, 12399, 6055, 5172, 11242, 1211, 12399, 6055, 5172, 11242, 1211, 12399, 6055, 5172, 11242, 1211, 12399, 6055, 5172, 11242, 1211, 12399, 6055, 5172, 11242, 1211, 12399, 6055, 5172, 11242, 1211, 12399, 6055, 5172, 11242, 1211, 12399, 6055, 5172, 11242, 1211, 12399, 6055, 5172, 11242, 1211, 12399, 6055, 5172, 11242, 1211, 12399], "avg_logprob": -0.18236110899183486, "compression_ratio": 2.6307053941908713, "no_speech_prob": 7.152557373046875e-07, "words": [{"start": 1486.35, "end": 1486.57, "word": "في", "probability": 0.73291015625}, {"start": 1486.57, "end": 1486.77, "word": " حد", "probability": 0.61767578125}, {"start": 1486.77, "end": 1487.05, "word": " عنده", "probability": 0.687744140625}, {"start": 1487.05, "end": 1487.35, "word": " اعتراض", "probability": 0.8138427734375}, {"start": 1487.35, "end": 1487.49, "word": " على", "probability": 0.7177734375}, {"start": 1487.49, "end": 1487.65, "word": " أي", "probability": 0.6259765625}, {"start": 1487.65, "end": 1488.03, "word": " واحدة", "probability": 0.9739583333333334}, {"start": 1488.03, "end": 1488.19, "word": " أو", "probability": 0.90380859375}, {"start": 1488.19, "end": 1488.45, "word": " واحدة", "probability": 0.9964192708333334}, {"start": 1488.45, "end": 1489.77, "word": " نعيدها؟", "probability": 0.80869140625}, {"start": 1489.77, "end": 1489.93, "word": " إذا", "probability": 0.771240234375}, {"start": 1489.93, "end": 1490.39, "word": " الفلوس", "probability": 0.8927408854166666}, {"start": 1490.39, "end": 1490.55, "word": " لو", "probability": 0.94384765625}, {"start": 1490.55, "end": 1491.23, "word": " نعطيها", "probability": 0.9814453125}, {"start": 1491.23, "end": 1492.01, "word": " أدفعها", "probability": 0.8958984375}, {"start": 1492.01, "end": 1492.17, "word": " من", "probability": 0.9912109375}, {"start": 1492.17, "end": 1492.57, "word": " جيبتي", "probability": 0.59930419921875}, {"start": 1492.57, "end": 1492.79, "word": " زي", "probability": 0.8291015625}, {"start": 1492.79, "end": 1493.23, "word": " شراء", "probability": 0.9161783854166666}, {"start": 1493.23, "end": 1493.47, "word": " قر", "probability": 0.574951171875}, {"start": 1493.47, "end": 1493.75, "word": " أو", "probability": 0.912109375}, {"start": 1493.75, "end": 1494.11, "word": " قرد", "probability": 0.6067708333333334}, {"start": 1494.11, "end": 1494.21, "word": " واحد", "probability": 0.75341796875}, {"start": 1494.21, "end": 1494.87, "word": " أستثمار", "probability": 0.815576171875}, {"start": 1494.87, "end": 1495.43, "word": " باسمه", "probability": 0.861572265625}, {"start": 1495.43, "end": 1495.99, "word": " لما", "probability": 0.86572265625}, {"start": 1495.99, "end": 1496.47, "word": " أخدها", "probability": 0.9813232421875}, {"start": 1496.47, "end": 1496.67, "word": " زي", "probability": 0.96142578125}, {"start": 1496.67, "end": 1497.03, "word": " قرد", "probability": 0.6764322916666666}, {"start": 1497.03, "end": 1497.23, "word": " مثلا", "probability": 0.908447265625}, {"start": 1497.23, "end": 1497.77, "word": " استلافت", "probability": 0.66546630859375}, {"start": 1497.77, "end": 1498.11, "word": " منكوا", "probability": 0.8400065104166666}, {"start": 1498.11, "end": 1498.25, "word": " يعني", "probability": 0.87109375}, {"start": 1498.25, "end": 1498.45, "word": " أنا", "probability": 0.85888671875}, {"start": 1498.45, "end": 1498.81, "word": " أخدت", "probability": 0.94580078125}, {"start": 1498.81, "end": 1499.65, "word": " كمؤسسة", "probability": 0.9684244791666666}, {"start": 1499.65, "end": 1500.31, "word": " أو", "probability": 0.95849609375}, {"start": 1500.31, "end": 1500.61, "word": " بقيت", "probability": 0.6515909830729166}, {"start": 1500.61, "end": 1500.87, "word": " حاجة", "probability": 0.9910481770833334}, {"start": 1500.87, "end": 1500.99, "word": " و", "probability": 0.89501953125}, {"start": 1500.99, "end": 1501.15, "word": " أخدت", "probability": 0.81707763671875}, {"start": 1501.15, "end": 1501.39, "word": " منها", "probability": 0.7958984375}, {"start": 1501.39, "end": 1501.57, "word": " ده", "probability": 0.80908203125}, {"start": 1501.57, "end": 1501.75, "word": " اسم", "probability": 0.91845703125}, {"start": 1501.75, "end": 1502.01, "word": " وعاش", "probability": 0.4835611979166667}, {"start": 1502.01, "end": 1502.57, "word": " التموي", "probability": 0.6988932291666666}, {"start": 1502.57, "end": 1503.35, "word": " التوزيع", "probability": 0.9364013671875}, {"start": 1503.35, "end": 1503.79, "word": " واضح،", "probability": 0.812255859375}, {"start": 1503.79, "end": 1504.23, "word": " توزيع،", "probability": 0.70501708984375}, {"start": 1504.23, "end": 1504.81, "word": " تفضل", "probability": 0.907958984375}, {"start": 1504.81, "end": 1505.33, "word": " تفضل،", "probability": 0.5953369140625}, {"start": 1505.33, "end": 1507.33, "word": " تفضل،", "probability": 0.797998046875}, {"start": 1507.33, "end": 1507.33, "word": " تفضل،", "probability": 0.9103515625}, {"start": 1507.33, "end": 1507.33, "word": " تفضل،", "probability": 0.933984375}, {"start": 1507.33, "end": 1507.39, "word": " تفضل،", "probability": 0.9509765625}, {"start": 1507.39, "end": 1507.41, "word": " تفضل،", "probability": 0.96044921875}, {"start": 1507.41, "end": 1507.43, "word": " تفضل،", "probability": 0.965234375}, {"start": 1507.43, "end": 1507.51, "word": " تفضل،", "probability": 0.96845703125}, {"start": 1507.51, "end": 1507.73, "word": " تفضل،", "probability": 0.9697265625}, {"start": 1507.73, "end": 1507.77, "word": " تفضل،", "probability": 0.97119140625}, {"start": 1507.77, "end": 1507.77, "word": " تفضل،", "probability": 0.97275390625}, {"start": 1507.77, "end": 1507.77, "word": " تفضل،", "probability": 0.974609375}, {"start": 1507.77, "end": 1507.95, "word": " تفضل،", "probability": 0.97607421875}, {"start": 1507.95, "end": 1509.75, "word": " تفضل،", "probability": 0.97666015625}, {"start": 1509.75, "end": 1510.27, "word": " تفضل،", "probability": 0.97744140625}, {"start": 1510.27, "end": 1510.97, "word": " تفضل،", "probability": 0.9787109375}, {"start": 1510.97, "end": 1515.77, "word": " تفضل،", "probability": 0.9796875}], "temperature": 1.0}, {"id": 61, "seek": 154077, "start": 1515.83, "end": 1540.77, "text": "management تمويل funding إن أنا حتى في اللغة خليني الدكتورة هم بيعرفوا funding هذي financial financial management واحدة الأم وواحدة البنت أو واحدة الأصل وتانية الثانية واحدين اللي هي أحد قراراته أحسن دي", "tokens": [1601, 11129, 46811, 2407, 26895, 6137, 36145, 41850, 11331, 49975, 8978, 13672, 17082, 3660, 16490, 1211, 9957, 1829, 32748, 4117, 2655, 13063, 3660, 8032, 2304, 4724, 40228, 28480, 14407, 6137, 8032, 8848, 1829, 4669, 4669, 4592, 36764, 24401, 3660, 16247, 2304, 4032, 14407, 24401, 3660, 29739, 29399, 34051, 36764, 24401, 3660, 16247, 36520, 4032, 2655, 7649, 10632, 6024, 104, 7649, 10632, 36764, 24401, 9957, 13672, 1829, 39896, 5551, 24401, 12174, 2288, 9640, 9307, 3224, 5551, 5016, 3794, 1863, 11778, 1829], "avg_logprob": -0.30459103760895906, "compression_ratio": 1.7112299465240641, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 1515.83, "end": 1516.61, "word": "management", "probability": 0.73583984375}, {"start": 1516.61, "end": 1518.01, "word": " تمويل", "probability": 0.6421712239583334}, {"start": 1518.01, "end": 1518.67, "word": " funding", "probability": 0.67822265625}, {"start": 1518.67, "end": 1520.13, "word": " إن", "probability": 0.11639404296875}, {"start": 1520.13, "end": 1520.19, "word": " أنا", "probability": 0.61181640625}, {"start": 1520.19, "end": 1520.39, "word": " حتى", "probability": 0.6810302734375}, {"start": 1520.39, "end": 1520.55, "word": " في", "probability": 0.923828125}, {"start": 1520.55, "end": 1520.95, "word": " اللغة", "probability": 0.9969075520833334}, {"start": 1520.95, "end": 1522.03, "word": " خليني", "probability": 0.852783203125}, {"start": 1522.03, "end": 1522.37, "word": " الدكتورة", "probability": 0.96181640625}, {"start": 1522.37, "end": 1522.51, "word": " هم", "probability": 0.838134765625}, {"start": 1522.51, "end": 1522.99, "word": " بيعرفوا", "probability": 0.7711181640625}, {"start": 1522.99, "end": 1523.63, "word": " funding", "probability": 0.5625}, {"start": 1523.63, "end": 1525.01, "word": " هذي", "probability": 0.47509765625}, {"start": 1525.01, "end": 1525.51, "word": " financial", "probability": 0.806640625}, {"start": 1525.51, "end": 1529.91, "word": " financial", "probability": 0.8583984375}, {"start": 1529.91, "end": 1530.41, "word": " management", "probability": 0.88720703125}, {"start": 1530.41, "end": 1532.75, "word": " واحدة", "probability": 0.8899739583333334}, {"start": 1532.75, "end": 1533.07, "word": " الأم", "probability": 0.725341796875}, {"start": 1533.07, "end": 1534.01, "word": " وواحدة", "probability": 0.8807373046875}, {"start": 1534.01, "end": 1534.45, "word": " البنت", "probability": 0.9228515625}, {"start": 1534.45, "end": 1535.27, "word": " أو", "probability": 0.78271484375}, {"start": 1535.27, "end": 1535.61, "word": " واحدة", "probability": 0.99267578125}, {"start": 1535.61, "end": 1536.13, "word": " الأصل", "probability": 0.952880859375}, {"start": 1536.13, "end": 1536.85, "word": " وتانية", "probability": 0.82843017578125}, {"start": 1536.85, "end": 1537.41, "word": " الثانية", "probability": 0.675933837890625}, {"start": 1537.41, "end": 1538.05, "word": " واحدين", "probability": 0.6640218098958334}, {"start": 1538.05, "end": 1538.25, "word": " اللي", "probability": 0.968994140625}, {"start": 1538.25, "end": 1538.49, "word": " هي", "probability": 0.8486328125}, {"start": 1538.49, "end": 1538.91, "word": " أحد", "probability": 0.866943359375}, {"start": 1538.91, "end": 1539.61, "word": " قراراته", "probability": 0.79892578125}, {"start": 1539.61, "end": 1540.69, "word": " أحسن", "probability": 0.77911376953125}, {"start": 1540.69, "end": 1540.77, "word": " دي", "probability": 0.888427734375}], "temperature": 1.0}, {"id": 62, "seek": 157635, "start": 1550.37, "end": 1576.35, "text": "الإدارة المالية صح، الكلامي صح تفضل على التمويل التمويل نفسه .. الإدارة، أه هو أني أنا بدي أحصل .. أنت بدي تحصل على .. أه طيب بدي أحصل على الأسهمال اللي بدي أبدأ فيه المشروع صح الإدارة المالية زي ما حكيته مثلا هي الأمب اللي هي .. مجموعة من القواعد والقوانين اللي من خلالها بتاخد قرارات بتاخد المصلحة إذا ما هت إيش هتكون؟ إدارة مالية هي؟", "tokens": [6027, 28814, 3215, 9640, 3660, 9673, 6027, 10632, 20328, 5016, 12399, 2423, 28820, 10943, 1829, 20328, 5016, 6055, 5172, 11242, 1211, 15844, 16712, 2304, 2407, 26895, 16712, 2304, 2407, 26895, 8717, 36178, 3224, 4386, 33688, 3215, 9640, 3660, 12399, 5551, 3224, 31439, 14739, 1829, 41850, 4724, 16254, 5551, 5016, 36520, 4386, 14739, 2655, 4724, 16254, 6055, 5016, 36520, 15844, 4386, 5551, 3224, 23032, 1829, 3555, 4724, 16254, 5551, 5016, 36520, 15844, 16247, 3794, 16095, 6027, 13672, 1829, 4724, 16254, 5551, 44510, 10721, 8978, 3224, 9673, 8592, 32887, 3615, 20328, 5016, 33688, 3215, 9640, 3660, 9673, 6027, 10632, 30767, 1829, 19446, 11331, 4117, 36081, 3224, 50113, 15040, 39896, 16247, 2304, 3555, 13672, 1829, 39896, 4386, 3714, 7435, 2304, 2407, 27884, 9154, 25062, 14407, 22488, 16070, 4587, 2407, 7649, 9957, 13672, 1829, 9154, 16490, 1211, 6027, 11296, 39894, 47283, 3215, 12174, 2288, 9640, 9307, 39894, 47283, 3215, 9673, 36520, 5016, 3660, 11933, 15730, 19446, 8032, 2655, 11933, 1829, 8592, 8032, 2655, 30544, 22807, 11933, 3215, 9640, 3660, 3714, 6027, 10632, 39896, 22807], "avg_logprob": -0.3154239633627105, "compression_ratio": 2.2185185185185183, "no_speech_prob": 3.3855438232421875e-05, "words": [{"start": 1550.37, "end": 1550.87, "word": "الإدارة", "probability": 0.76474609375}, {"start": 1550.87, "end": 1551.37, "word": " المالية", "probability": 0.99072265625}, {"start": 1551.37, "end": 1553.03, "word": " صح،", "probability": 0.673828125}, {"start": 1553.03, "end": 1553.47, "word": " الكلامي", "probability": 0.6826400756835938}, {"start": 1553.47, "end": 1553.67, "word": " صح", "probability": 0.980712890625}, {"start": 1553.67, "end": 1553.91, "word": " تفضل", "probability": 0.4975738525390625}, {"start": 1553.91, "end": 1554.09, "word": " على", "probability": 0.771484375}, {"start": 1554.09, "end": 1554.57, "word": " التمويل", "probability": 0.887451171875}, {"start": 1554.57, "end": 1555.39, "word": " التمويل", "probability": 0.8092041015625}, {"start": 1555.39, "end": 1556.07, "word": " نفسه", "probability": 0.98876953125}, {"start": 1556.07, "end": 1556.11, "word": " ..", "probability": 0.2080078125}, {"start": 1556.11, "end": 1556.75, "word": " الإدارة،", "probability": 0.7134765625}, {"start": 1556.75, "end": 1556.83, "word": " أه", "probability": 0.82421875}, {"start": 1556.83, "end": 1557.01, "word": " هو", "probability": 0.164306640625}, {"start": 1557.01, "end": 1557.35, "word": " أني", "probability": 0.58740234375}, {"start": 1557.35, "end": 1557.51, "word": " أنا", "probability": 0.6591796875}, {"start": 1557.51, "end": 1557.69, "word": " بدي", "probability": 0.489013671875}, {"start": 1557.69, "end": 1558.01, "word": " أحصل", "probability": 0.8455403645833334}, {"start": 1558.01, "end": 1558.21, "word": " ..", "probability": 0.4560546875}, {"start": 1558.21, "end": 1558.55, "word": " أنت", "probability": 0.6092529296875}, {"start": 1558.55, "end": 1558.75, "word": " بدي", "probability": 0.6446533203125}, {"start": 1558.75, "end": 1558.79, "word": " تحصل", "probability": 0.5005696614583334}, {"start": 1558.79, "end": 1559.17, "word": " على", "probability": 0.591796875}, {"start": 1559.17, "end": 1559.35, "word": " ..", "probability": 0.349365234375}, {"start": 1559.35, "end": 1559.55, "word": " أه", "probability": 0.4539794921875}, {"start": 1559.55, "end": 1560.01, "word": " طيب", "probability": 0.8759765625}, {"start": 1560.01, "end": 1560.53, "word": " بدي", "probability": 0.60174560546875}, {"start": 1560.53, "end": 1560.91, "word": " أحصل", "probability": 0.9900716145833334}, {"start": 1560.91, "end": 1561.15, "word": " على", "probability": 0.92138671875}, {"start": 1561.15, "end": 1561.69, "word": " الأسهمال", "probability": 0.62982177734375}, {"start": 1561.69, "end": 1561.79, "word": " اللي", "probability": 0.797607421875}, {"start": 1561.79, "end": 1561.87, "word": " بدي", "probability": 0.830322265625}, {"start": 1561.87, "end": 1562.13, "word": " أبدأ", "probability": 0.853515625}, {"start": 1562.13, "end": 1562.35, "word": " فيه", "probability": 0.917724609375}, {"start": 1562.35, "end": 1562.99, "word": " المشروع", "probability": 0.9840087890625}, {"start": 1562.99, "end": 1563.63, "word": " صح", "probability": 0.8876953125}, {"start": 1563.63, "end": 1564.35, "word": " الإدارة", "probability": 0.9608154296875}, {"start": 1564.35, "end": 1564.67, "word": " المالية", "probability": 0.9959309895833334}, {"start": 1564.67, "end": 1564.87, "word": " زي", "probability": 0.5535888671875}, {"start": 1564.87, "end": 1564.95, "word": " ما", "probability": 0.90185546875}, {"start": 1564.95, "end": 1565.45, "word": " حكيته", "probability": 0.8087158203125}, {"start": 1565.45, "end": 1565.81, "word": " مثلا", "probability": 0.947509765625}, {"start": 1565.81, "end": 1566.07, "word": " هي", "probability": 0.6767578125}, {"start": 1566.07, "end": 1566.57, "word": " الأمب", "probability": 0.6429850260416666}, {"start": 1566.57, "end": 1566.67, "word": " اللي", "probability": 0.826171875}, {"start": 1566.67, "end": 1566.87, "word": " هي", "probability": 0.95751953125}, {"start": 1566.87, "end": 1566.99, "word": " ..", "probability": 0.367431640625}, {"start": 1566.99, "end": 1567.61, "word": " مجموعة", "probability": 0.9708984375}, {"start": 1567.61, "end": 1567.83, "word": " من", "probability": 0.99658203125}, {"start": 1567.83, "end": 1568.43, "word": " القواعد", "probability": 0.9861653645833334}, {"start": 1568.43, "end": 1569.15, "word": " والقوانين", "probability": 0.93486328125}, {"start": 1569.15, "end": 1569.37, "word": " اللي", "probability": 0.968017578125}, {"start": 1569.37, "end": 1569.55, "word": " من", "probability": 0.9990234375}, {"start": 1569.55, "end": 1570.01, "word": " خلالها", "probability": 0.9935302734375}, {"start": 1570.01, "end": 1570.49, "word": " بتاخد", "probability": 0.8741861979166666}, {"start": 1570.49, "end": 1571.05, "word": " قرارات", "probability": 0.944580078125}, {"start": 1571.05, "end": 1571.49, "word": " بتاخد", "probability": 0.7884928385416666}, {"start": 1571.49, "end": 1571.73, "word": " المصلحة", "probability": 0.9073486328125}, {"start": 1571.73, "end": 1571.75, "word": " إذا", "probability": 0.71826171875}, {"start": 1571.75, "end": 1571.81, "word": " ما", "probability": 0.359619140625}, {"start": 1571.81, "end": 1571.91, "word": " هت", "probability": 0.49853515625}, {"start": 1571.91, "end": 1572.05, "word": " إيش", "probability": 0.7735188802083334}, {"start": 1572.05, "end": 1574.11, "word": " هتكون؟", "probability": 0.9022216796875}, {"start": 1574.11, "end": 1575.49, "word": " إدارة", "probability": 0.7376708984375}, {"start": 1575.49, "end": 1575.81, "word": " مالية", "probability": 0.9140625}, {"start": 1575.81, "end": 1576.35, "word": " هي؟", "probability": 0.5933837890625}], "temperature": 1.0}, {"id": 63, "seek": 160451, "start": 1579.97, "end": 1604.51, "text": "أحد وضعف المشروط زي ما اتا و زمانكن شرحت في عندها قرار التمويل، قرار الاستثمار، قرار توزيع الأرباح، ماشي إذن هي أياش هي لكل، لأن أجل هاتف الأثنين الدولة المالية تشمل التمويل و ليس العكس، ناخد عبادة صحوات بسم الله", "tokens": [10721, 24401, 4032, 11242, 3615, 5172, 9673, 8592, 32887, 9566, 30767, 1829, 19446, 1975, 2655, 995, 4032, 30767, 2304, 7649, 19452, 13412, 2288, 33753, 8978, 43242, 11296, 12174, 2288, 9640, 16712, 2304, 2407, 26895, 12399, 12174, 2288, 9640, 42963, 14851, 12984, 2304, 9640, 12399, 12174, 2288, 9640, 33427, 11622, 40228, 16247, 25513, 39319, 12399, 3714, 33599, 1829, 11933, 8848, 1863, 39896, 36632, 33599, 39896, 5296, 28820, 12399, 5296, 33456, 5551, 7435, 1211, 8032, 9307, 5172, 16247, 12984, 1863, 9957, 32748, 12610, 3660, 9673, 6027, 10632, 6055, 8592, 42213, 16712, 2304, 2407, 26895, 4032, 32239, 3794, 18863, 4117, 3794, 12399, 8717, 47283, 3215, 6225, 3555, 18513, 3660, 20328, 5016, 2407, 9307, 4724, 38251, 21984], "avg_logprob": -0.2916666554254398, "compression_ratio": 1.8333333333333333, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1579.97, "end": 1580.39, "word": "أحد", "probability": 0.923095703125}, {"start": 1580.39, "end": 1580.83, "word": " وضعف", "probability": 0.974365234375}, {"start": 1580.83, "end": 1581.43, "word": " المشروط", "probability": 0.82537841796875}, {"start": 1581.43, "end": 1581.67, "word": " زي", "probability": 0.66064453125}, {"start": 1581.67, "end": 1581.75, "word": " ما", "probability": 0.78466796875}, {"start": 1581.75, "end": 1581.87, "word": " اتا", "probability": 0.5571695963541666}, {"start": 1581.87, "end": 1581.89, "word": " و", "probability": 0.90234375}, {"start": 1581.89, "end": 1582.19, "word": " زمانكن", "probability": 0.551025390625}, {"start": 1582.19, "end": 1583.45, "word": " شرحت", "probability": 0.9127604166666666}, {"start": 1583.45, "end": 1584.13, "word": " في", "probability": 0.63916015625}, {"start": 1584.13, "end": 1584.47, "word": " عندها", "probability": 0.989013671875}, {"start": 1584.47, "end": 1584.89, "word": " قرار", "probability": 0.97802734375}, {"start": 1584.89, "end": 1587.27, "word": " التمويل،", "probability": 0.687744140625}, {"start": 1587.27, "end": 1587.73, "word": " قرار", "probability": 0.98046875}, {"start": 1587.73, "end": 1589.91, "word": " الاستثمار،", "probability": 0.9512532552083334}, {"start": 1589.91, "end": 1590.17, "word": " قرار", "probability": 0.9601236979166666}, {"start": 1590.17, "end": 1590.55, "word": " توزيع", "probability": 0.9651692708333334}, {"start": 1590.55, "end": 1593.49, "word": " الأرباح،", "probability": 0.8629150390625}, {"start": 1593.49, "end": 1593.79, "word": " ماشي", "probability": 0.6414388020833334}, {"start": 1593.79, "end": 1593.99, "word": " إذن", "probability": 0.5607096354166666}, {"start": 1593.99, "end": 1594.15, "word": " هي", "probability": 0.70263671875}, {"start": 1594.15, "end": 1594.51, "word": " أياش", "probability": 0.7236328125}, {"start": 1594.51, "end": 1594.69, "word": " هي", "probability": 0.93115234375}, {"start": 1594.69, "end": 1596.89, "word": " لكل،", "probability": 0.6902669270833334}, {"start": 1596.89, "end": 1597.15, "word": " لأن", "probability": 0.496337890625}, {"start": 1597.15, "end": 1597.37, "word": " أجل", "probability": 0.7303059895833334}, {"start": 1597.37, "end": 1597.69, "word": " هاتف", "probability": 0.5021565755208334}, {"start": 1597.69, "end": 1598.29, "word": " الأثنين", "probability": 0.7860107421875}, {"start": 1598.29, "end": 1598.99, "word": " الدولة", "probability": 0.55322265625}, {"start": 1598.99, "end": 1599.45, "word": " المالية", "probability": 0.9803059895833334}, {"start": 1599.45, "end": 1600.83, "word": " تشمل", "probability": 0.9339192708333334}, {"start": 1600.83, "end": 1601.47, "word": " التمويل", "probability": 0.9300537109375}, {"start": 1601.47, "end": 1601.65, "word": " و", "probability": 0.96484375}, {"start": 1601.65, "end": 1601.95, "word": " ليس", "probability": 0.74755859375}, {"start": 1601.95, "end": 1603.15, "word": " العكس،", "probability": 0.9127197265625}, {"start": 1603.15, "end": 1603.47, "word": " ناخد", "probability": 0.9449869791666666}, {"start": 1603.47, "end": 1603.79, "word": " عبادة", "probability": 0.8486328125}, {"start": 1603.79, "end": 1604.11, "word": " صحوات", "probability": 0.59368896484375}, {"start": 1604.11, "end": 1604.37, "word": " بسم", "probability": 0.728515625}, {"start": 1604.37, "end": 1604.51, "word": " الله", "probability": 0.32666015625}], "temperature": 1.0}, {"id": 64, "seek": 162429, "start": 1607.21, "end": 1624.29, "text": "كنت أحكي لهم إنه هيك بالضبط يعني الإدارة المالية، هي هي الإدارة المالية و الإدارة المالية يعني إلها تلت أبناء، اللي هي تمويل و استثمار تقسم أرباح", "tokens": [19452, 2655, 5551, 5016, 4117, 1829, 5296, 16095, 36145, 3224, 39896, 4117, 20666, 11242, 3555, 9566, 37495, 22653, 33688, 3215, 9640, 3660, 9673, 6027, 10632, 12399, 39896, 39896, 33688, 3215, 9640, 3660, 9673, 6027, 10632, 4032, 33688, 3215, 9640, 3660, 9673, 6027, 10632, 37495, 22653, 11933, 1211, 11296, 6055, 1211, 2655, 5551, 3555, 1863, 16606, 12399, 13672, 1829, 39896, 46811, 2407, 26895, 4032, 44713, 12984, 2304, 9640, 6055, 4587, 38251, 5551, 25513, 39319], "avg_logprob": -0.15498310488623543, "compression_ratio": 1.9130434782608696, "no_speech_prob": 1.6689300537109375e-06, "words": [{"start": 1607.21, "end": 1607.71, "word": "كنت", "probability": 0.931640625}, {"start": 1607.71, "end": 1607.97, "word": " أحكي", "probability": 0.8118896484375}, {"start": 1607.97, "end": 1608.13, "word": " لهم", "probability": 0.8935546875}, {"start": 1608.13, "end": 1608.49, "word": " إنه", "probability": 0.697998046875}, {"start": 1608.49, "end": 1608.99, "word": " هيك", "probability": 0.9052734375}, {"start": 1608.99, "end": 1609.35, "word": " بالضبط", "probability": 0.964599609375}, {"start": 1609.35, "end": 1609.53, "word": " يعني", "probability": 0.921875}, {"start": 1609.53, "end": 1609.89, "word": " الإدارة", "probability": 0.9864501953125}, {"start": 1609.89, "end": 1610.39, "word": " المالية،", "probability": 0.870849609375}, {"start": 1610.39, "end": 1610.57, "word": " هي", "probability": 0.419677734375}, {"start": 1610.57, "end": 1610.79, "word": " هي", "probability": 0.91162109375}, {"start": 1610.79, "end": 1611.11, "word": " الإدارة", "probability": 0.9937744140625}, {"start": 1611.11, "end": 1611.55, "word": " المالية", "probability": 0.9952799479166666}, {"start": 1611.55, "end": 1611.73, "word": " و", "probability": 0.27734375}, {"start": 1611.73, "end": 1615.31, "word": " الإدارة", "probability": 0.9664306640625}, {"start": 1615.31, "end": 1615.79, "word": " المالية", "probability": 0.9972330729166666}, {"start": 1615.79, "end": 1617.03, "word": " يعني", "probability": 0.853271484375}, {"start": 1617.03, "end": 1617.81, "word": " إلها", "probability": 0.76171875}, {"start": 1617.81, "end": 1618.51, "word": " تلت", "probability": 0.9422200520833334}, {"start": 1618.51, "end": 1619.01, "word": " أبناء،", "probability": 0.91845703125}, {"start": 1619.01, "end": 1619.07, "word": " اللي", "probability": 0.84423828125}, {"start": 1619.07, "end": 1619.39, "word": " هي", "probability": 0.884765625}, {"start": 1619.39, "end": 1620.45, "word": " تمويل", "probability": 0.91748046875}, {"start": 1620.45, "end": 1621.45, "word": " و", "probability": 0.6796875}, {"start": 1621.45, "end": 1622.21, "word": " استثمار", "probability": 0.87548828125}, {"start": 1622.21, "end": 1623.93, "word": " تقسم", "probability": 0.8125}, {"start": 1623.93, "end": 1624.29, "word": " أرباح", "probability": 0.9083658854166666}], "temperature": 1.0}, {"id": 65, "seek": 165973, "start": 1631.71, "end": 1659.73, "text": "سؤال ضعي علامة صح أو خطأ أمسح البطيخة و لسه عايزينها صح يا دكتورة حاضر يعني هديلة بطيخ في عصر الشتاء السؤال ضعي علامة صح أو خطأ أو also true واحد تعتبر أو يعتبر التمويل هو البحث", "tokens": [3794, 33604, 6027, 48812, 3615, 1829, 11203, 10943, 3660, 20328, 5016, 34051, 16490, 9566, 10721, 5551, 2304, 3794, 5016, 29739, 9566, 1829, 9778, 3660, 4032, 5296, 3794, 3224, 6225, 47302, 11622, 9957, 11296, 20328, 5016, 35186, 11778, 4117, 2655, 13063, 3660, 11331, 46958, 2288, 37495, 22653, 8032, 3215, 26895, 3660, 4724, 9566, 1829, 9778, 8978, 6225, 9381, 2288, 25124, 2655, 16606, 21136, 33604, 6027, 48812, 3615, 1829, 11203, 10943, 3660, 20328, 5016, 34051, 16490, 9566, 10721, 34051, 611, 2074, 36764, 24401, 6055, 34268, 26890, 34051, 7251, 34268, 26890, 16712, 2304, 2407, 26895, 31439, 29739, 5016, 12984], "avg_logprob": -0.2562822066631514, "compression_ratio": 1.7514124293785311, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1631.71, "end": 1632.21, "word": "سؤال", "probability": 0.97314453125}, {"start": 1632.21, "end": 1632.89, "word": " ضعي", "probability": 0.5677083333333334}, {"start": 1632.89, "end": 1633.33, "word": " علامة", "probability": 0.9817708333333334}, {"start": 1633.33, "end": 1633.57, "word": " صح", "probability": 0.9970703125}, {"start": 1633.57, "end": 1633.73, "word": " أو", "probability": 0.81982421875}, {"start": 1633.73, "end": 1634.07, "word": " خطأ", "probability": 0.99609375}, {"start": 1634.07, "end": 1634.53, "word": " أمسح", "probability": 0.7435302734375}, {"start": 1634.53, "end": 1634.95, "word": " البطيخة", "probability": 0.96201171875}, {"start": 1634.95, "end": 1635.05, "word": " و", "probability": 0.8642578125}, {"start": 1635.05, "end": 1635.19, "word": " لسه", "probability": 0.6729939778645834}, {"start": 1635.19, "end": 1635.73, "word": " عايزينها", "probability": 0.80546875}, {"start": 1635.73, "end": 1636.21, "word": " صح", "probability": 0.798095703125}, {"start": 1636.21, "end": 1636.31, "word": " يا", "probability": 0.295654296875}, {"start": 1636.31, "end": 1636.95, "word": " دكتورة", "probability": 0.91904296875}, {"start": 1636.95, "end": 1637.43, "word": " حاضر", "probability": 0.6571451822916666}, {"start": 1637.43, "end": 1637.73, "word": " يعني", "probability": 0.94140625}, {"start": 1637.73, "end": 1638.63, "word": " هديلة", "probability": 0.45556640625}, {"start": 1638.63, "end": 1639.01, "word": " بطيخ", "probability": 0.84130859375}, {"start": 1639.01, "end": 1639.13, "word": " في", "probability": 0.172119140625}, {"start": 1639.13, "end": 1639.37, "word": " عصر", "probability": 0.65185546875}, {"start": 1639.37, "end": 1639.83, "word": " الشتاء", "probability": 0.9187825520833334}, {"start": 1639.83, "end": 1642.85, "word": " السؤال", "probability": 0.9430338541666666}, {"start": 1642.85, "end": 1643.47, "word": " ضعي", "probability": 0.986328125}, {"start": 1643.47, "end": 1643.89, "word": " علامة", "probability": 0.986328125}, {"start": 1643.89, "end": 1644.15, "word": " صح", "probability": 0.998046875}, {"start": 1644.15, "end": 1644.35, "word": " أو", "probability": 0.93115234375}, {"start": 1644.35, "end": 1644.83, "word": " خطأ", "probability": 0.9982096354166666}, {"start": 1644.83, "end": 1645.19, "word": " أو", "probability": 0.73193359375}, {"start": 1645.19, "end": 1647.31, "word": " also", "probability": 0.465087890625}, {"start": 1647.31, "end": 1648.01, "word": " true", "probability": 0.60791015625}, {"start": 1648.01, "end": 1649.95, "word": " واحد", "probability": 0.8564453125}, {"start": 1649.95, "end": 1651.53, "word": " تعتبر", "probability": 0.8860677083333334}, {"start": 1651.53, "end": 1654.29, "word": " أو", "probability": 0.6103515625}, {"start": 1654.29, "end": 1654.95, "word": " يعتبر", "probability": 0.98779296875}, {"start": 1654.95, "end": 1657.03, "word": " التمويل", "probability": 0.74139404296875}, {"start": 1657.03, "end": 1657.69, "word": " هو", "probability": 0.99267578125}, {"start": 1657.69, "end": 1659.73, "word": " البحث", "probability": 0.8543294270833334}], "temperature": 1.0}, {"id": 66, "seek": 168619, "start": 1661.31, "end": 1686.19, "text": "عن .. يعتبر التمويل هو البقية عن مصادر .. مصادر جنب أموال للشركة وهو الكل من الإدارة المالية مين يجاوب؟ ليش؟", "tokens": [3615, 1863, 4386, 7251, 34268, 26890, 16712, 2304, 2407, 26895, 31439, 29739, 4587, 10632, 18871, 3714, 9381, 18513, 2288, 4386, 3714, 9381, 18513, 2288, 10874, 1863, 3555, 5551, 2304, 2407, 6027, 24976, 8592, 31747, 3660, 37037, 2407, 2423, 28820, 9154, 33688, 3215, 9640, 3660, 9673, 6027, 10632, 3714, 9957, 7251, 7435, 995, 37746, 22807, 32239, 8592, 22807], "avg_logprob": -0.20514546771501674, "compression_ratio": 1.5, "no_speech_prob": 0.0, "words": [{"start": 1661.31, "end": 1661.91, "word": "عن", "probability": 0.9521484375}, {"start": 1661.91, "end": 1662.37, "word": " ..", "probability": 0.21142578125}, {"start": 1662.37, "end": 1662.89, "word": " يعتبر", "probability": 0.876953125}, {"start": 1662.89, "end": 1663.29, "word": " التمويل", "probability": 0.82861328125}, {"start": 1663.29, "end": 1663.49, "word": " هو", "probability": 0.315673828125}, {"start": 1663.49, "end": 1663.79, "word": " البقية", "probability": 0.6082356770833334}, {"start": 1663.79, "end": 1664.07, "word": " عن", "probability": 0.71142578125}, {"start": 1664.07, "end": 1665.67, "word": " مصادر", "probability": 0.900634765625}, {"start": 1665.67, "end": 1668.97, "word": " ..", "probability": 0.7177734375}, {"start": 1668.97, "end": 1671.07, "word": " مصادر", "probability": 0.960693359375}, {"start": 1671.07, "end": 1671.75, "word": " جنب", "probability": 0.74853515625}, {"start": 1671.75, "end": 1673.49, "word": " أموال", "probability": 0.82305908203125}, {"start": 1673.49, "end": 1675.03, "word": " للشركة", "probability": 0.9268798828125}, {"start": 1675.03, "end": 1676.19, "word": " وهو", "probability": 0.808349609375}, {"start": 1676.19, "end": 1678.23, "word": " الكل", "probability": 0.869140625}, {"start": 1678.23, "end": 1680.05, "word": " من", "probability": 0.9951171875}, {"start": 1680.05, "end": 1680.53, "word": " الإدارة", "probability": 0.936279296875}, {"start": 1680.53, "end": 1681.11, "word": " المالية", "probability": 0.99365234375}, {"start": 1681.11, "end": 1684.29, "word": " مين", "probability": 0.91650390625}, {"start": 1684.29, "end": 1685.31, "word": " يجاوب؟", "probability": 0.96552734375}, {"start": 1685.31, "end": 1686.19, "word": " ليش؟", "probability": 0.8665364583333334}], "temperature": 1.0}, {"id": 67, "seek": 171163, "start": 1687.03, "end": 1711.63, "text": "بالظبط، يعني هي كلمة الكل يعني أنا صحي، اه فانت بقالك هو مش الكل، هو إيش؟ هو الجزر، الجزر طب لو نصحها طريقة يعني، كيف ممكن نصحها؟ هو جدّق من الإدار المالي، اه أو ممكن نكتب هنا الإدار المالي ونحط تعريف الإدار المالي ونكمل عليه، صح؟ تمام، لأ، بس لما بتحط اللي لما تشيله يعني، اه، ماتظبطش يعني معرفة", "tokens": [3555, 6027, 19913, 3555, 9566, 12399, 37495, 22653, 39896, 9122, 19528, 3660, 2423, 28820, 37495, 22653, 41850, 20328, 5016, 1829, 12399, 1975, 3224, 6156, 7649, 2655, 4724, 4587, 6027, 4117, 31439, 37893, 2423, 28820, 12399, 31439, 11933, 1829, 8592, 22807, 31439, 25724, 11622, 2288, 12399, 25724, 11622, 2288, 23032, 3555, 45164, 8717, 9381, 5016, 11296, 23032, 16572, 28671, 37495, 22653, 12399, 9122, 33911, 3714, 43020, 8717, 9381, 5016, 11296, 22807, 31439, 10874, 3215, 11703, 4587, 9154, 33688, 3215, 9640, 9673, 6027, 1829, 12399, 1975, 3224, 34051, 3714, 43020, 8717, 4117, 2655, 3555, 34105, 33688, 3215, 9640, 9673, 6027, 1829, 4032, 1863, 5016, 9566, 37279, 16572, 5172, 33688, 3215, 9640, 9673, 6027, 1829, 4032, 1863, 24793, 1211, 47356, 12399, 20328, 5016, 22807, 46811, 10943, 12399, 5296, 10721, 12399, 4724, 3794, 5296, 15042, 39894, 5016, 9566, 13672, 1829, 5296, 15042, 6055, 8592, 26895, 3224, 37495, 22653, 12399, 1975, 3224, 12399, 19446, 2655, 19913, 3555, 9566, 8592, 37495, 22653, 20449, 28480, 3660], "avg_logprob": -0.3316406160593033, "compression_ratio": 2.153225806451613, "no_speech_prob": 6.4373016357421875e-06, "words": [{"start": 1687.03, "end": 1687.67, "word": "بالظبط،", "probability": 0.8103841145833334}, {"start": 1687.67, "end": 1687.77, "word": " يعني", "probability": 0.949462890625}, {"start": 1687.77, "end": 1687.95, "word": " هي", "probability": 0.923828125}, {"start": 1687.95, "end": 1688.31, "word": " كلمة", "probability": 0.9798177083333334}, {"start": 1688.31, "end": 1688.67, "word": " الكل", "probability": 0.911865234375}, {"start": 1688.67, "end": 1689.55, "word": " يعني", "probability": 0.6085205078125}, {"start": 1689.55, "end": 1689.83, "word": " أنا", "probability": 0.8408203125}, {"start": 1689.83, "end": 1690.17, "word": " صحي،", "probability": 0.65179443359375}, {"start": 1690.17, "end": 1691.57, "word": " اه", "probability": 0.62255859375}, {"start": 1691.57, "end": 1691.85, "word": " فانت", "probability": 0.6753743489583334}, {"start": 1691.85, "end": 1692.51, "word": " بقالك", "probability": 0.60308837890625}, {"start": 1692.51, "end": 1692.93, "word": " هو", "probability": 0.432861328125}, {"start": 1692.93, "end": 1693.21, "word": " مش", "probability": 0.95166015625}, {"start": 1693.21, "end": 1693.71, "word": " الكل،", "probability": 0.7721354166666666}, {"start": 1693.71, "end": 1693.77, "word": " هو", "probability": 0.98486328125}, {"start": 1693.77, "end": 1694.23, "word": " إيش؟", "probability": 0.8304443359375}, {"start": 1694.23, "end": 1694.47, "word": " هو", "probability": 0.90234375}, {"start": 1694.47, "end": 1696.55, "word": " الجزر،", "probability": 0.677001953125}, {"start": 1696.55, "end": 1697.07, "word": " الجزر", "probability": 0.9034830729166666}, {"start": 1697.07, "end": 1697.27, "word": " طب", "probability": 0.826416015625}, {"start": 1697.27, "end": 1697.37, "word": " لو", "probability": 0.9453125}, {"start": 1697.37, "end": 1697.79, "word": " نصحها", "probability": 0.85418701171875}, {"start": 1697.79, "end": 1698.13, "word": " طريقة", "probability": 0.8155924479166666}, {"start": 1698.13, "end": 1698.43, "word": " يعني،", "probability": 0.5694173177083334}, {"start": 1698.43, "end": 1698.59, "word": " كيف", "probability": 0.858154296875}, {"start": 1698.59, "end": 1698.75, "word": " ممكن", "probability": 0.990966796875}, {"start": 1698.75, "end": 1700.25, "word": " نصحها؟", "probability": 0.9890625}, {"start": 1700.25, "end": 1700.43, "word": " هو", "probability": 0.6875}, {"start": 1700.43, "end": 1700.81, "word": " جدّق", "probability": 0.5162353515625}, {"start": 1700.81, "end": 1701.03, "word": " من", "probability": 0.98388671875}, {"start": 1701.03, "end": 1701.43, "word": " الإدار", "probability": 0.9488932291666666}, {"start": 1701.43, "end": 1702.09, "word": " المالي،", "probability": 0.722869873046875}, {"start": 1702.09, "end": 1702.33, "word": " اه", "probability": 0.817138671875}, {"start": 1702.33, "end": 1702.75, "word": " أو", "probability": 0.58740234375}, {"start": 1702.75, "end": 1702.99, "word": " ممكن", "probability": 0.99365234375}, {"start": 1702.99, "end": 1703.35, "word": " نكتب", "probability": 0.995849609375}, {"start": 1703.35, "end": 1703.53, "word": " هنا", "probability": 0.97021484375}, {"start": 1703.53, "end": 1703.95, "word": " الإدار", "probability": 0.98095703125}, {"start": 1703.95, "end": 1704.31, "word": " المالي", "probability": 0.9720052083333334}, {"start": 1704.31, "end": 1704.67, "word": " ونحط", "probability": 0.8973388671875}, {"start": 1704.67, "end": 1704.93, "word": " تعريف", "probability": 0.7001953125}, {"start": 1704.93, "end": 1705.17, "word": " الإدار", "probability": 0.9894205729166666}, {"start": 1705.17, "end": 1705.53, "word": " المالي", "probability": 0.9954427083333334}, {"start": 1705.53, "end": 1706.01, "word": " ونكمل", "probability": 0.9749755859375}, {"start": 1706.01, "end": 1706.25, "word": " عليه،", "probability": 0.892578125}, {"start": 1706.25, "end": 1707.09, "word": " صح؟", "probability": 0.9586588541666666}, {"start": 1707.09, "end": 1707.85, "word": " تمام،", "probability": 0.64697265625}, {"start": 1707.85, "end": 1708.19, "word": " لأ،", "probability": 0.7403971354166666}, {"start": 1708.19, "end": 1708.39, "word": " بس", "probability": 0.97705078125}, {"start": 1708.39, "end": 1708.59, "word": " لما", "probability": 0.927001953125}, {"start": 1708.59, "end": 1709.07, "word": " بتحط", "probability": 0.5962727864583334}, {"start": 1709.07, "end": 1709.19, "word": " اللي", "probability": 0.5274658203125}, {"start": 1709.19, "end": 1709.33, "word": " لما", "probability": 0.4935302734375}, {"start": 1709.33, "end": 1709.75, "word": " تشيله", "probability": 0.626953125}, {"start": 1709.75, "end": 1710.13, "word": " يعني،", "probability": 0.84521484375}, {"start": 1710.13, "end": 1710.57, "word": " اه،", "probability": 0.6927083333333334}, {"start": 1710.57, "end": 1710.97, "word": " ماتظبطش", "probability": 0.6938069661458334}, {"start": 1710.97, "end": 1711.17, "word": " يعني", "probability": 0.589599609375}, {"start": 1711.17, "end": 1711.63, "word": " معرفة", "probability": 0.3779296875}], "temperature": 1.0}, {"id": 68, "seek": 174163, "start": 1716.15, "end": 1741.63, "text": "طيب، سؤال لذيذ، هل الإدارة ..؟ ماشي، قبل ما السؤال لذيذ، خليني مروحة شوية نعم؟ أعطيهم نقطة، joke، لغز هايم حمين يا دكتورة أني خايف يسرعنهم شوية هيك إنك ماشي طيب، هو السؤال هذا حد ذاتي يا دكتورة لإحنا؟ ماشي، هذا سؤال، نقطة، تفضل", "tokens": [9566, 1829, 3555, 12399, 8608, 33604, 6027, 5296, 8848, 1829, 8848, 12399, 8032, 1211, 33688, 3215, 9640, 3660, 4386, 22807, 3714, 33599, 1829, 12399, 12174, 36150, 19446, 21136, 33604, 6027, 5296, 8848, 1829, 8848, 12399, 16490, 1211, 9957, 1829, 3714, 32887, 5016, 3660, 13412, 2407, 10632, 8717, 25957, 22807, 5551, 3615, 9566, 1829, 16095, 8717, 47432, 3660, 12399, 7647, 12399, 5296, 17082, 11622, 8032, 995, 32640, 11331, 2304, 9957, 35186, 11778, 4117, 2655, 13063, 3660, 14739, 1829, 16490, 995, 33911, 7251, 3794, 2288, 3615, 1863, 16095, 13412, 2407, 10632, 39896, 4117, 36145, 4117, 3714, 33599, 1829, 23032, 1829, 3555, 12399, 31439, 21136, 33604, 6027, 23758, 11331, 3215, 29910, 9307, 1829, 35186, 11778, 4117, 2655, 13063, 3660, 5296, 28814, 5016, 8315, 22807, 3714, 33599, 1829, 12399, 23758, 8608, 33604, 6027, 12399, 8717, 47432, 3660, 12399, 6055, 5172, 11242, 1211], "avg_logprob": -0.2594424507600798, "compression_ratio": 1.8837209302325582, "no_speech_prob": 7.748603820800781e-07, "words": [{"start": 1716.15, "end": 1716.91, "word": "طيب،", "probability": 0.864501953125}, {"start": 1716.91, "end": 1717.23, "word": " سؤال", "probability": 0.97021484375}, {"start": 1717.23, "end": 1718.73, "word": " لذيذ،", "probability": 0.88798828125}, {"start": 1718.73, "end": 1719.35, "word": " هل", "probability": 0.864013671875}, {"start": 1719.35, "end": 1719.91, "word": " الإدارة", "probability": 0.988037109375}, {"start": 1719.91, "end": 1719.93, "word": " ..؟", "probability": 0.4879150390625}, {"start": 1719.93, "end": 1720.27, "word": " ماشي،", "probability": 0.77593994140625}, {"start": 1720.27, "end": 1720.51, "word": " قبل", "probability": 0.88720703125}, {"start": 1720.51, "end": 1720.63, "word": " ما", "probability": 0.88818359375}, {"start": 1720.63, "end": 1720.95, "word": " السؤال", "probability": 0.9568684895833334}, {"start": 1720.95, "end": 1721.39, "word": " لذيذ،", "probability": 0.94677734375}, {"start": 1721.39, "end": 1721.65, "word": " خليني", "probability": 0.7552490234375}, {"start": 1721.65, "end": 1721.97, "word": " مروحة", "probability": 0.60400390625}, {"start": 1721.97, "end": 1722.29, "word": " شوية", "probability": 0.9052734375}, {"start": 1722.29, "end": 1723.71, "word": " نعم؟", "probability": 0.5699462890625}, {"start": 1723.71, "end": 1724.17, "word": " أعطيهم", "probability": 0.875927734375}, {"start": 1724.17, "end": 1725.19, "word": " نقطة،", "probability": 0.9295654296875}, {"start": 1725.19, "end": 1726.03, "word": " joke،", "probability": 0.85302734375}, {"start": 1726.03, "end": 1726.67, "word": " لغز", "probability": 0.951171875}, {"start": 1726.67, "end": 1727.39, "word": " هايم", "probability": 0.5775960286458334}, {"start": 1727.39, "end": 1727.77, "word": " حمين", "probability": 0.7766927083333334}, {"start": 1727.77, "end": 1727.87, "word": " يا", "probability": 0.93994140625}, {"start": 1727.87, "end": 1728.49, "word": " دكتورة", "probability": 0.97939453125}, {"start": 1728.49, "end": 1729.63, "word": " أني", "probability": 0.4630126953125}, {"start": 1729.63, "end": 1729.83, "word": " خايف", "probability": 0.9464518229166666}, {"start": 1729.83, "end": 1730.35, "word": " يسرعنهم", "probability": 0.6814371744791666}, {"start": 1730.35, "end": 1730.71, "word": " شوية", "probability": 0.8798828125}, {"start": 1730.71, "end": 1731.13, "word": " هيك", "probability": 0.59527587890625}, {"start": 1731.13, "end": 1732.81, "word": " إنك", "probability": 0.5201416015625}, {"start": 1732.81, "end": 1734.67, "word": " ماشي", "probability": 0.7775065104166666}, {"start": 1734.67, "end": 1735.59, "word": " طيب،", "probability": 0.8367919921875}, {"start": 1735.59, "end": 1736.79, "word": " هو", "probability": 0.96826171875}, {"start": 1736.79, "end": 1737.11, "word": " السؤال", "probability": 0.9972330729166666}, {"start": 1737.11, "end": 1737.33, "word": " هذا", "probability": 0.318603515625}, {"start": 1737.33, "end": 1737.97, "word": " حد", "probability": 0.730712890625}, {"start": 1737.97, "end": 1738.23, "word": " ذاتي", "probability": 0.9580078125}, {"start": 1738.23, "end": 1738.31, "word": " يا", "probability": 0.89306640625}, {"start": 1738.31, "end": 1738.65, "word": " دكتورة", "probability": 0.994921875}, {"start": 1738.65, "end": 1739.79, "word": " لإحنا؟", "probability": 0.560595703125}, {"start": 1739.79, "end": 1740.01, "word": " ماشي،", "probability": 0.84130859375}, {"start": 1740.01, "end": 1740.27, "word": " هذا", "probability": 0.27392578125}, {"start": 1740.27, "end": 1740.81, "word": " سؤال،", "probability": 0.79974365234375}, {"start": 1740.81, "end": 1741.29, "word": " نقطة،", "probability": 0.9345703125}, {"start": 1741.29, "end": 1741.63, "word": " تفضل", "probability": 0.812744140625}], "temperature": 1.0}, {"id": 69, "seek": 176607, "start": 1742.75, "end": 1766.07, "text": "الإدارة المالية بالنسبة لكم علم and فن و اللي بتحكي علم ليش و اللي بتحكي فن ليش نعم بدي أسمع منكم كلكم منكم كلكم بدون استثناء الإدارة في شكل عام ينفذ تطبيق العلم فالإدارة المالية جزء يعني أحسنتي بقي أنا عندي علم بدي أتبقه بطريقة فنية معينة أحسنتي", "tokens": [6027, 28814, 3215, 9640, 3660, 9673, 6027, 10632, 20666, 1863, 35457, 3660, 5296, 24793, 11203, 2304, 293, 6156, 1863, 4032, 13672, 1829, 39894, 5016, 4117, 1829, 11203, 2304, 32239, 8592, 4032, 13672, 1829, 39894, 5016, 4117, 1829, 6156, 1863, 32239, 8592, 8717, 25957, 4724, 16254, 5551, 38251, 3615, 9154, 24793, 28242, 24793, 9154, 24793, 28242, 24793, 47525, 11536, 44713, 12984, 1863, 16606, 33688, 3215, 9640, 3660, 8978, 13412, 28820, 6225, 10943, 7251, 1863, 5172, 8848, 6055, 9566, 21292, 4587, 18863, 19528, 6156, 6027, 28814, 3215, 9640, 3660, 9673, 6027, 10632, 10874, 11622, 38207, 37495, 22653, 5551, 5016, 3794, 29399, 1829, 4724, 38436, 41850, 18871, 16254, 11203, 2304, 4724, 16254, 5551, 2655, 3555, 4587, 3224, 4724, 9566, 16572, 28671, 6156, 1863, 10632, 20449, 9957, 3660, 5551, 5016, 3794, 29399, 1829], "avg_logprob": -0.16478365109517024, "compression_ratio": 2.15609756097561, "no_speech_prob": 1.7881393432617188e-06, "words": [{"start": 1742.75, "end": 1743.25, "word": "الإدارة", "probability": 0.839697265625}, {"start": 1743.25, "end": 1743.71, "word": " المالية", "probability": 0.9949544270833334}, {"start": 1743.71, "end": 1744.31, "word": " بالنسبة", "probability": 0.9532470703125}, {"start": 1744.31, "end": 1744.71, "word": " لكم", "probability": 0.736572265625}, {"start": 1744.71, "end": 1745.21, "word": " علم", "probability": 0.849853515625}, {"start": 1745.21, "end": 1745.63, "word": " and", "probability": 0.1552734375}, {"start": 1745.63, "end": 1745.93, "word": " فن", "probability": 0.989501953125}, {"start": 1745.93, "end": 1746.57, "word": " و", "probability": 0.5380859375}, {"start": 1746.57, "end": 1746.75, "word": " اللي", "probability": 0.73583984375}, {"start": 1746.75, "end": 1747.15, "word": " بتحكي", "probability": 0.9796142578125}, {"start": 1747.15, "end": 1747.45, "word": " علم", "probability": 0.970947265625}, {"start": 1747.45, "end": 1747.79, "word": " ليش", "probability": 0.830078125}, {"start": 1747.79, "end": 1747.91, "word": " و", "probability": 0.92529296875}, {"start": 1747.91, "end": 1747.95, "word": " اللي", "probability": 0.987548828125}, {"start": 1747.95, "end": 1748.33, "word": " بتحكي", "probability": 0.9925537109375}, {"start": 1748.33, "end": 1748.67, "word": " فن", "probability": 0.996337890625}, {"start": 1748.67, "end": 1749.19, "word": " ليش", "probability": 0.919189453125}, {"start": 1749.19, "end": 1751.41, "word": " نعم", "probability": 0.779296875}, {"start": 1751.41, "end": 1751.91, "word": " بدي", "probability": 0.38519287109375}, {"start": 1751.91, "end": 1752.13, "word": " أسمع", "probability": 0.9098307291666666}, {"start": 1752.13, "end": 1752.31, "word": " منكم", "probability": 0.943603515625}, {"start": 1752.31, "end": 1752.75, "word": " كلكم", "probability": 0.921630859375}, {"start": 1752.75, "end": 1754.57, "word": " منكم", "probability": 0.88037109375}, {"start": 1754.57, "end": 1754.99, "word": " كلكم", "probability": 0.977783203125}, {"start": 1754.99, "end": 1755.25, "word": " بدون", "probability": 0.989501953125}, {"start": 1755.25, "end": 1755.79, "word": " استثناء", "probability": 0.81549072265625}, {"start": 1755.79, "end": 1756.41, "word": " الإدارة", "probability": 0.7930908203125}, {"start": 1756.41, "end": 1756.47, "word": " في", "probability": 0.7138671875}, {"start": 1756.47, "end": 1756.75, "word": " شكل", "probability": 0.7451171875}, {"start": 1756.75, "end": 1757.07, "word": " عام", "probability": 0.990478515625}, {"start": 1757.07, "end": 1757.43, "word": " ينفذ", "probability": 0.6502685546875}, {"start": 1757.43, "end": 1757.97, "word": " تطبيق", "probability": 0.80682373046875}, {"start": 1757.97, "end": 1758.37, "word": " العلم", "probability": 0.985595703125}, {"start": 1758.37, "end": 1759.03, "word": " فالإدارة", "probability": 0.9637858072916666}, {"start": 1759.03, "end": 1759.37, "word": " المالية", "probability": 0.9861653645833334}, {"start": 1759.37, "end": 1759.77, "word": " جزء", "probability": 0.8523763020833334}, {"start": 1759.77, "end": 1760.17, "word": " يعني", "probability": 0.82568359375}, {"start": 1760.17, "end": 1761.33, "word": " أحسنتي", "probability": 0.91953125}, {"start": 1761.33, "end": 1761.47, "word": " بقي", "probability": 0.7431640625}, {"start": 1761.47, "end": 1761.59, "word": " أنا", "probability": 0.7900390625}, {"start": 1761.59, "end": 1761.91, "word": " عندي", "probability": 0.8818359375}, {"start": 1761.91, "end": 1762.31, "word": " علم", "probability": 0.90185546875}, {"start": 1762.31, "end": 1763.79, "word": " بدي", "probability": 0.85205078125}, {"start": 1763.79, "end": 1764.25, "word": " أتبقه", "probability": 0.863818359375}, {"start": 1764.25, "end": 1764.69, "word": " بطريقة", "probability": 0.9659423828125}, {"start": 1764.69, "end": 1765.05, "word": " فنية", "probability": 0.9357096354166666}, {"start": 1765.05, "end": 1765.57, "word": " معينة", "probability": 0.9951171875}, {"start": 1765.57, "end": 1766.07, "word": " أحسنتي", "probability": 0.95244140625}], "temperature": 1.0}, {"id": 70, "seek": 178164, "start": 1775.14, "end": 1781.64, "text": "الفن هي طريقة اطبيقها دى العلم أحسنتى ليش وكيف؟", "tokens": [6027, 5172, 1863, 39896, 23032, 16572, 28671, 1975, 9566, 21292, 4587, 11296, 11778, 7578, 18863, 19528, 5551, 5016, 3794, 29399, 7578, 32239, 8592, 4032, 4117, 33911, 22807], "avg_logprob": -0.2991071513720921, "compression_ratio": 1.0886075949367089, "no_speech_prob": 2.181529998779297e-05, "words": [{"start": 1775.14, "end": 1776.18, "word": "الفن", "probability": 0.72021484375}, {"start": 1776.18, "end": 1776.26, "word": " هي", "probability": 0.93701171875}, {"start": 1776.26, "end": 1776.78, "word": " طريقة", "probability": 0.9908854166666666}, {"start": 1776.78, "end": 1777.2, "word": " اطبيقها", "probability": 0.767626953125}, {"start": 1777.2, "end": 1777.26, "word": " دى", "probability": 0.6712646484375}, {"start": 1777.26, "end": 1777.54, "word": " العلم", "probability": 0.654541015625}, {"start": 1777.54, "end": 1778.68, "word": " أحسنتى", "probability": 0.770751953125}, {"start": 1778.68, "end": 1780.3, "word": " ليش", "probability": 0.79345703125}, {"start": 1780.3, "end": 1781.64, "word": " وكيف؟", "probability": 0.7322998046875}], "temperature": 1.0}, {"id": 71, "seek": 181188, "start": 1786.88, "end": 1811.88, "text": "نظريات، قواعد، قوانين، أسس معينة عزيزي بالك، المقصود في المقصودية هو القواعد اللي تختارها في المحاسب، الدكتور، الرسالة، العملية، الموازنة، الميزانية، فهي موجودة كعلم الفن هو الخبرة اللي تبقى من خلالها المدير هل الفن هو الخبرة أو المهارة؟ ما هي المهارة اللي تكتسب عن طريقة الخبرة ماشي، بس احنا ممكن ناخدها عن طول الدورة تدربيها، مهارة أدرسها", "tokens": [1863, 19913, 16572, 9307, 12399, 12174, 14407, 3615, 3215, 12399, 12174, 2407, 7649, 9957, 12399, 5551, 3794, 3794, 20449, 9957, 3660, 6225, 11622, 1829, 11622, 1829, 20666, 4117, 12399, 9673, 4587, 9381, 23328, 8978, 9673, 4587, 9381, 23328, 10632, 31439, 25062, 14407, 22488, 13672, 1829, 6055, 46456, 9640, 11296, 8978, 9673, 5016, 32277, 3555, 12399, 32748, 4117, 2655, 13063, 12399, 34892, 3794, 6027, 3660, 12399, 18863, 42213, 10632, 12399, 9673, 2407, 31377, 1863, 3660, 12399, 9673, 1829, 11622, 7649, 10632, 12399, 6156, 3224, 1829, 3714, 29245, 23328, 3660, 9122, 3615, 19528, 27188, 1863, 31439, 33962, 3555, 25720, 13672, 1829, 6055, 3555, 4587, 7578, 9154, 16490, 1211, 6027, 11296, 9673, 3215, 13546, 8032, 1211, 27188, 1863, 31439, 33962, 3555, 25720, 34051, 9673, 3224, 9640, 3660, 22807, 19446, 39896, 9673, 3224, 9640, 3660, 13672, 1829, 6055, 4117, 2655, 35457, 18871, 23032, 16572, 28671, 33962, 3555, 25720, 3714, 33599, 1829, 12399, 4724, 3794, 1975, 5016, 8315, 3714, 43020, 8717, 47283, 3215, 11296, 18871, 23032, 12610, 32748, 13063, 3660, 6055, 3215, 2288, 21292, 11296, 12399, 3714, 3224, 9640, 3660, 5551, 3215, 2288, 3794, 11296], "avg_logprob": -0.33805249474983845, "compression_ratio": 2.260869565217391, "no_speech_prob": 3.874301910400391e-06, "words": [{"start": 1786.88, "end": 1787.66, "word": "نظريات،", "probability": 0.84033203125}, {"start": 1787.66, "end": 1788.14, "word": " قواعد،", "probability": 0.82802734375}, {"start": 1788.14, "end": 1788.68, "word": " قوانين،", "probability": 0.9734375}, {"start": 1788.68, "end": 1788.94, "word": " أسس", "probability": 0.86572265625}, {"start": 1788.94, "end": 1789.46, "word": " معينة", "probability": 0.9674479166666666}, {"start": 1789.46, "end": 1789.72, "word": " عزيزي", "probability": 0.67095947265625}, {"start": 1789.72, "end": 1790.08, "word": " بالك،", "probability": 0.4894205729166667}, {"start": 1790.08, "end": 1790.5, "word": " المقصود", "probability": 0.9051513671875}, {"start": 1790.5, "end": 1790.58, "word": " في", "probability": 0.8837890625}, {"start": 1790.58, "end": 1791.2, "word": " المقصودية", "probability": 0.6528076171875}, {"start": 1791.2, "end": 1791.42, "word": " هو", "probability": 0.3837890625}, {"start": 1791.42, "end": 1791.82, "word": " القواعد", "probability": 0.6861979166666666}, {"start": 1791.82, "end": 1791.96, "word": " اللي", "probability": 0.837646484375}, {"start": 1791.96, "end": 1792.44, "word": " تختارها", "probability": 0.65185546875}, {"start": 1792.44, "end": 1792.54, "word": " في", "probability": 0.900390625}, {"start": 1792.54, "end": 1793.18, "word": " المحاسب،", "probability": 0.825048828125}, {"start": 1793.18, "end": 1793.7, "word": " الدكتور،", "probability": 0.7102783203125}, {"start": 1793.7, "end": 1794.12, "word": " الرسالة،", "probability": 0.5892578125}, {"start": 1794.12, "end": 1795.3, "word": " العملية،", "probability": 0.7723388671875}, {"start": 1795.3, "end": 1796.22, "word": " الموازنة،", "probability": 0.7472737630208334}, {"start": 1796.22, "end": 1796.8, "word": " الميزانية،", "probability": 0.7432861328125}, {"start": 1796.8, "end": 1797.04, "word": " فهي", "probability": 0.2836100260416667}, {"start": 1797.04, "end": 1797.48, "word": " موجودة", "probability": 0.95361328125}, {"start": 1797.48, "end": 1797.92, "word": " كعلم", "probability": 0.9471028645833334}, {"start": 1797.92, "end": 1799.02, "word": " الفن", "probability": 0.708740234375}, {"start": 1799.02, "end": 1799.28, "word": " هو", "probability": 0.97265625}, {"start": 1799.28, "end": 1799.8, "word": " الخبرة", "probability": 0.95849609375}, {"start": 1799.8, "end": 1800.12, "word": " اللي", "probability": 0.89599609375}, {"start": 1800.12, "end": 1800.58, "word": " تبقى", "probability": 0.52197265625}, {"start": 1800.58, "end": 1800.92, "word": " من", "probability": 0.68115234375}, {"start": 1800.92, "end": 1801.46, "word": " خلالها", "probability": 0.9942626953125}, {"start": 1801.46, "end": 1801.98, "word": " المدير", "probability": 0.9124348958333334}, {"start": 1801.98, "end": 1802.36, "word": " هل", "probability": 0.646240234375}, {"start": 1802.36, "end": 1802.76, "word": " الفن", "probability": 0.98388671875}, {"start": 1802.76, "end": 1802.96, "word": " هو", "probability": 0.9912109375}, {"start": 1802.96, "end": 1803.46, "word": " الخبرة", "probability": 0.9366861979166666}, {"start": 1803.46, "end": 1803.6, "word": " أو", "probability": 0.455078125}, {"start": 1803.6, "end": 1804.56, "word": " المهارة؟", "probability": 0.91796875}, {"start": 1804.56, "end": 1805.58, "word": " ما", "probability": 0.578125}, {"start": 1805.58, "end": 1805.72, "word": " هي", "probability": 0.75}, {"start": 1805.72, "end": 1806.16, "word": " المهارة", "probability": 0.994873046875}, {"start": 1806.16, "end": 1806.24, "word": " اللي", "probability": 0.645263671875}, {"start": 1806.24, "end": 1806.68, "word": " تكتسب", "probability": 0.8204345703125}, {"start": 1806.68, "end": 1806.8, "word": " عن", "probability": 0.84033203125}, {"start": 1806.8, "end": 1807.08, "word": " طريقة", "probability": 0.79833984375}, {"start": 1807.08, "end": 1807.48, "word": " الخبرة", "probability": 0.9816080729166666}, {"start": 1807.48, "end": 1808.12, "word": " ماشي،", "probability": 0.6688385009765625}, {"start": 1808.12, "end": 1808.26, "word": " بس", "probability": 0.980712890625}, {"start": 1808.26, "end": 1808.48, "word": " احنا", "probability": 0.8092447916666666}, {"start": 1808.48, "end": 1808.78, "word": " ممكن", "probability": 0.991943359375}, {"start": 1808.78, "end": 1809.18, "word": " ناخدها", "probability": 0.7882080078125}, {"start": 1809.18, "end": 1809.3, "word": " عن", "probability": 0.59033203125}, {"start": 1809.3, "end": 1809.44, "word": " طول", "probability": 0.683349609375}, {"start": 1809.44, "end": 1809.74, "word": " الدورة", "probability": 0.7041015625}, {"start": 1809.74, "end": 1810.72, "word": " تدربيها،", "probability": 0.7144368489583334}, {"start": 1810.72, "end": 1811.48, "word": " مهارة", "probability": 0.9566650390625}, {"start": 1811.48, "end": 1811.88, "word": " أدرسها", "probability": 0.4633056640625}], "temperature": 1.0}, {"id": 72, "seek": 184062, "start": 1812.32, "end": 1840.62, "text": "الاقتماع، يبقى هو بشكل مختصر العلم كعلم هي مجموعة القواعد والقوانين والعلم المتعلق بالإدارة المالية اللي إحنا ندرسه بالكتب وبأي مكان ممكن نلاقيه، صح؟ بس الفن إنك إنت كيف تطبق هذا العلم؟ يعني أي حد بين إيديه العلم، بس هل أي حد بيقدر يطبق هذا العلم بطريقة يعني نيحة بتخدم مصلحة المنشأة؟ لأ طبعا، لازم يكون معاه موثل، أي وصلت صح؟", "tokens": [6027, 995, 38149, 15042, 3615, 12399, 7251, 3555, 4587, 7578, 31439, 4724, 8592, 28820, 3714, 46456, 9381, 2288, 18863, 19528, 9122, 3615, 19528, 39896, 3714, 7435, 2304, 2407, 27884, 25062, 14407, 22488, 16070, 4587, 2407, 7649, 9957, 16070, 3615, 19528, 9673, 2655, 30241, 4587, 20666, 28814, 3215, 9640, 3660, 9673, 6027, 10632, 13672, 1829, 11933, 5016, 8315, 8717, 3215, 2288, 3794, 3224, 20666, 4117, 2655, 3555, 46599, 10721, 1829, 3714, 41361, 3714, 43020, 8717, 15040, 38436, 3224, 12399, 20328, 5016, 22807, 4724, 3794, 27188, 1863, 36145, 4117, 11933, 29399, 9122, 33911, 6055, 9566, 3555, 4587, 23758, 18863, 19528, 22807, 37495, 22653, 36632, 11331, 3215, 49374, 11933, 1829, 16254, 3224, 18863, 19528, 12399, 4724, 3794, 8032, 1211, 36632, 11331, 3215, 4724, 1829, 28543, 2288, 7251, 9566, 3555, 4587, 23758, 18863, 19528, 4724, 9566, 16572, 28671, 37495, 22653, 8717, 1829, 5016, 3660, 39894, 9778, 40448, 3714, 36520, 5016, 3660, 9673, 1863, 8592, 10721, 3660, 22807, 5296, 10721, 23032, 3555, 3615, 995, 12399, 5296, 31377, 2304, 7251, 30544, 20449, 40294, 3714, 2407, 12984, 1211, 12399, 36632, 4032, 36520, 2655, 20328, 5016, 22807], "avg_logprob": -0.17222221485442585, "compression_ratio": 2.0343642611683848, "no_speech_prob": 3.713369369506836e-05, "words": [{"start": 1812.32, "end": 1813.2, "word": "الاقتماع،", "probability": 0.5415852864583334}, {"start": 1813.2, "end": 1813.56, "word": " يبقى", "probability": 0.8582763671875}, {"start": 1813.56, "end": 1813.72, "word": " هو", "probability": 0.9814453125}, {"start": 1813.72, "end": 1814.24, "word": " بشكل", "probability": 0.9881184895833334}, {"start": 1814.24, "end": 1814.66, "word": " مختصر", "probability": 0.9638671875}, {"start": 1814.66, "end": 1815.2, "word": " العلم", "probability": 0.960693359375}, {"start": 1815.2, "end": 1815.72, "word": " كعلم", "probability": 0.9482421875}, {"start": 1815.72, "end": 1816.48, "word": " هي", "probability": 0.91650390625}, {"start": 1816.48, "end": 1817.12, "word": " مجموعة", "probability": 0.9609375}, {"start": 1817.12, "end": 1817.88, "word": " القواعد", "probability": 0.9895833333333334}, {"start": 1817.88, "end": 1818.62, "word": " والقوانين", "probability": 0.9353515625}, {"start": 1818.62, "end": 1819.2, "word": " والعلم", "probability": 0.82421875}, {"start": 1819.2, "end": 1820.04, "word": " المتعلق", "probability": 0.973388671875}, {"start": 1820.04, "end": 1820.38, "word": " بالإدارة", "probability": 0.94736328125}, {"start": 1820.38, "end": 1820.62, "word": " المالية", "probability": 0.9925130208333334}, {"start": 1820.62, "end": 1820.72, "word": " اللي", "probability": 0.883544921875}, {"start": 1820.72, "end": 1820.92, "word": " إحنا", "probability": 0.757080078125}, {"start": 1820.92, "end": 1821.36, "word": " ندرسه", "probability": 0.90830078125}, {"start": 1821.36, "end": 1821.86, "word": " بالكتب", "probability": 0.8941650390625}, {"start": 1821.86, "end": 1822.3, "word": " وبأي", "probability": 0.7862955729166666}, {"start": 1822.3, "end": 1822.52, "word": " مكان", "probability": 0.99169921875}, {"start": 1822.52, "end": 1822.8, "word": " ممكن", "probability": 0.990478515625}, {"start": 1822.8, "end": 1823.12, "word": " نلاقيه،", "probability": 0.93701171875}, {"start": 1823.12, "end": 1824.04, "word": " صح؟", "probability": 0.9747721354166666}, {"start": 1824.04, "end": 1824.2, "word": " بس", "probability": 0.854248046875}, {"start": 1824.2, "end": 1824.54, "word": " الفن", "probability": 0.5933837890625}, {"start": 1824.54, "end": 1824.96, "word": " إنك", "probability": 0.712646484375}, {"start": 1824.96, "end": 1825.26, "word": " إنت", "probability": 0.794677734375}, {"start": 1825.26, "end": 1825.7, "word": " كيف", "probability": 0.981201171875}, {"start": 1825.7, "end": 1826.4, "word": " تطبق", "probability": 0.9171142578125}, {"start": 1826.4, "end": 1826.78, "word": " هذا", "probability": 0.93896484375}, {"start": 1826.78, "end": 1827.66, "word": " العلم؟", "probability": 0.83740234375}, {"start": 1827.66, "end": 1827.76, "word": " يعني", "probability": 0.983154296875}, {"start": 1827.76, "end": 1827.94, "word": " أي", "probability": 0.6748046875}, {"start": 1827.94, "end": 1828.12, "word": " حد", "probability": 0.920654296875}, {"start": 1828.12, "end": 1828.3, "word": " بين", "probability": 0.62890625}, {"start": 1828.3, "end": 1828.52, "word": " إيديه", "probability": 0.7830810546875}, {"start": 1828.52, "end": 1829.52, "word": " العلم،", "probability": 0.9153645833333334}, {"start": 1829.52, "end": 1829.72, "word": " بس", "probability": 0.99609375}, {"start": 1829.72, "end": 1829.92, "word": " هل", "probability": 0.991455078125}, {"start": 1829.92, "end": 1830.1, "word": " أي", "probability": 0.82958984375}, {"start": 1830.1, "end": 1830.36, "word": " حد", "probability": 0.972412109375}, {"start": 1830.36, "end": 1831.12, "word": " بيقدر", "probability": 0.9892578125}, {"start": 1831.12, "end": 1831.62, "word": " يطبق", "probability": 0.9761962890625}, {"start": 1831.62, "end": 1831.82, "word": " هذا", "probability": 0.98193359375}, {"start": 1831.82, "end": 1832.2, "word": " العلم", "probability": 0.99169921875}, {"start": 1832.2, "end": 1833.04, "word": " بطريقة", "probability": 0.9215087890625}, {"start": 1833.04, "end": 1834.12, "word": " يعني", "probability": 0.930908203125}, {"start": 1834.12, "end": 1834.78, "word": " نيحة", "probability": 0.9334716796875}, {"start": 1834.78, "end": 1835.12, "word": " بتخدم", "probability": 0.9205729166666666}, {"start": 1835.12, "end": 1835.38, "word": " مصلحة", "probability": 0.673828125}, {"start": 1835.38, "end": 1836.32, "word": " المنشأة؟", "probability": 0.9054361979166666}, {"start": 1836.32, "end": 1836.48, "word": " لأ", "probability": 0.97412109375}, {"start": 1836.48, "end": 1837.3, "word": " طبعا،", "probability": 0.78994140625}, {"start": 1837.3, "end": 1837.5, "word": " لازم", "probability": 0.8479817708333334}, {"start": 1837.5, "end": 1837.76, "word": " يكون", "probability": 0.78955078125}, {"start": 1837.76, "end": 1838.0, "word": " معاه", "probability": 0.779541015625}, {"start": 1838.0, "end": 1838.72, "word": " موثل،", "probability": 0.50595703125}, {"start": 1838.72, "end": 1839.78, "word": " أي", "probability": 0.671875}, {"start": 1839.78, "end": 1840.22, "word": " وصلت", "probability": 0.8421223958333334}, {"start": 1840.22, "end": 1840.62, "word": " صح؟", "probability": 0.9254557291666666}], "temperature": 1.0}, {"id": 73, "seek": 187009, "start": 1841.43, "end": 1870.09, "text": "دي جهان المدير المالي، إيش بتعرف عن المدير المالي؟ كلكم بتشتغلوا صح؟ كلكم بتشتغلوا صح؟ معظمكم بيشتغل أو بنو يشتغل وفي بمؤسسته مدير مالي يعني، فيش مؤسسة تخلو من المدير المالي، صح؟ صحيح ده و حتى إن هو يكون المدير المالي هو المدير العظيم بالضبط تكلمولي عن المدير المالي إيش دوره؟ إيش مهمته؟ شو بيعمل في المؤسسة؟", "tokens": [16254, 10874, 3224, 7649, 9673, 3215, 13546, 9673, 6027, 1829, 12399, 11933, 1829, 8592, 39894, 3615, 28480, 18871, 9673, 3215, 13546, 9673, 6027, 1829, 22807, 28242, 24793, 39894, 8592, 2655, 17082, 1211, 14407, 20328, 5016, 22807, 28242, 24793, 39894, 8592, 2655, 17082, 1211, 14407, 20328, 5016, 22807, 20449, 19913, 2304, 24793, 4724, 1829, 8592, 2655, 17082, 1211, 34051, 44945, 2407, 7251, 8592, 2655, 17082, 1211, 4032, 41185, 4724, 2304, 33604, 3794, 3794, 47395, 3714, 3215, 13546, 3714, 6027, 1829, 37495, 22653, 12399, 8978, 8592, 3714, 33604, 3794, 3794, 3660, 6055, 9778, 1211, 2407, 9154, 9673, 3215, 13546, 9673, 6027, 1829, 12399, 20328, 5016, 22807, 20328, 5016, 1829, 5016, 11778, 3224, 4032, 11331, 49975, 36145, 31439, 7251, 30544, 9673, 3215, 13546, 9673, 6027, 1829, 31439, 9673, 3215, 13546, 18863, 19913, 32640, 20666, 11242, 3555, 9566, 6055, 4117, 19528, 12610, 1829, 18871, 9673, 3215, 13546, 9673, 6027, 1829, 11933, 1829, 8592, 11778, 13063, 3224, 22807, 11933, 1829, 8592, 3714, 16095, 47395, 22807, 13412, 2407, 4724, 1829, 25957, 1211, 8978, 9673, 33604, 3794, 3794, 3660, 22807], "avg_logprob": -0.18911637948162255, "compression_ratio": 2.5225225225225225, "no_speech_prob": 1.4901161193847656e-06, "words": [{"start": 1841.43, "end": 1841.67, "word": "دي", "probability": 0.642578125}, {"start": 1841.67, "end": 1842.01, "word": " جهان", "probability": 0.7705078125}, {"start": 1842.01, "end": 1842.37, "word": " المدير", "probability": 0.9733072916666666}, {"start": 1842.37, "end": 1842.81, "word": " المالي،", "probability": 0.82958984375}, {"start": 1842.81, "end": 1842.85, "word": " إيش", "probability": 0.6556396484375}, {"start": 1842.85, "end": 1843.17, "word": " بتعرف", "probability": 0.798828125}, {"start": 1843.17, "end": 1843.31, "word": " عن", "probability": 0.341552734375}, {"start": 1843.31, "end": 1843.61, "word": " المدير", "probability": 0.9947916666666666}, {"start": 1843.61, "end": 1846.05, "word": " المالي؟", "probability": 0.986083984375}, {"start": 1846.05, "end": 1846.27, "word": " كلكم", "probability": 0.760986328125}, {"start": 1846.27, "end": 1846.75, "word": " بتشتغلوا", "probability": 0.9515787760416666}, {"start": 1846.75, "end": 1849.37, "word": " صح؟", "probability": 0.904296875}, {"start": 1849.37, "end": 1849.65, "word": " كلكم", "probability": 0.76171875}, {"start": 1849.65, "end": 1850.07, "word": " بتشتغلوا", "probability": 0.966064453125}, {"start": 1850.07, "end": 1851.03, "word": " صح؟", "probability": 0.9930013020833334}, {"start": 1851.03, "end": 1853.07, "word": " معظمكم", "probability": 0.94921875}, {"start": 1853.07, "end": 1853.67, "word": " بيشتغل", "probability": 0.8885498046875}, {"start": 1853.67, "end": 1854.63, "word": " أو", "probability": 0.58349609375}, {"start": 1854.63, "end": 1855.29, "word": " بنو", "probability": 0.4073486328125}, {"start": 1855.29, "end": 1855.83, "word": " يشتغل", "probability": 0.96767578125}, {"start": 1855.83, "end": 1856.79, "word": " وفي", "probability": 0.602783203125}, {"start": 1856.79, "end": 1857.47, "word": " بمؤسسته", "probability": 0.8719075520833334}, {"start": 1857.47, "end": 1857.71, "word": " مدير", "probability": 0.9934895833333334}, {"start": 1857.71, "end": 1857.91, "word": " مالي", "probability": 0.9541015625}, {"start": 1857.91, "end": 1858.13, "word": " يعني،", "probability": 0.65185546875}, {"start": 1858.13, "end": 1858.27, "word": " فيش", "probability": 0.67578125}, {"start": 1858.27, "end": 1858.75, "word": " مؤسسة", "probability": 0.99658203125}, {"start": 1858.75, "end": 1859.13, "word": " تخلو", "probability": 0.7275390625}, {"start": 1859.13, "end": 1859.21, "word": " من", "probability": 0.947265625}, {"start": 1859.21, "end": 1859.47, "word": " المدير", "probability": 0.9864908854166666}, {"start": 1859.47, "end": 1859.97, "word": " المالي،", "probability": 0.86578369140625}, {"start": 1859.97, "end": 1860.59, "word": " صح؟", "probability": 0.9913736979166666}, {"start": 1860.59, "end": 1860.91, "word": " صحيح", "probability": 0.8798828125}, {"start": 1860.91, "end": 1861.07, "word": " ده", "probability": 0.53070068359375}, {"start": 1861.07, "end": 1861.19, "word": " و", "probability": 0.73876953125}, {"start": 1861.19, "end": 1861.39, "word": " حتى", "probability": 0.61083984375}, {"start": 1861.39, "end": 1861.53, "word": " إن", "probability": 0.72705078125}, {"start": 1861.53, "end": 1861.67, "word": " هو", "probability": 0.58642578125}, {"start": 1861.67, "end": 1862.01, "word": " يكون", "probability": 0.6904296875}, {"start": 1862.01, "end": 1862.33, "word": " المدير", "probability": 0.8603515625}, {"start": 1862.33, "end": 1862.61, "word": " المالي", "probability": 0.9920247395833334}, {"start": 1862.61, "end": 1862.75, "word": " هو", "probability": 0.320556640625}, {"start": 1862.75, "end": 1863.01, "word": " المدير", "probability": 0.9599609375}, {"start": 1863.01, "end": 1863.35, "word": " العظيم", "probability": 0.4882405598958333}, {"start": 1863.35, "end": 1864.09, "word": " بالضبط", "probability": 0.9537353515625}, {"start": 1864.09, "end": 1865.59, "word": " تكلمولي", "probability": 0.7904296875}, {"start": 1865.59, "end": 1865.75, "word": " عن", "probability": 0.98291015625}, {"start": 1865.75, "end": 1866.05, "word": " المدير", "probability": 0.9951171875}, {"start": 1866.05, "end": 1866.43, "word": " المالي", "probability": 0.9972330729166666}, {"start": 1866.43, "end": 1866.69, "word": " إيش", "probability": 0.8736979166666666}, {"start": 1866.69, "end": 1867.13, "word": " دوره؟", "probability": 0.8807373046875}, {"start": 1867.13, "end": 1867.25, "word": " إيش", "probability": 0.9778645833333334}, {"start": 1867.25, "end": 1867.91, "word": " مهمته؟", "probability": 0.986083984375}, {"start": 1867.91, "end": 1868.11, "word": " شو", "probability": 0.912109375}, {"start": 1868.11, "end": 1869.29, "word": " بيعمل", "probability": 0.979736328125}, {"start": 1869.29, "end": 1869.51, "word": " في", "probability": 0.80322265625}, {"start": 1869.51, "end": 1870.09, "word": " المؤسسة؟", "probability": 0.9916178385416666}], "temperature": 1.0}, {"id": 74, "seek": 189383, "start": 1871.47, "end": 1893.83, "text": "إيه صبايا؟ بالنسبة لكم المدير المالي بيه مؤسستكم بأي مكان دخلتوا فيه و رأيتوا فيه مدير مالي؟ إيش مهمته؟ شو وظفته؟ شو بيعمل؟ ليش أنا حطته في المكان هذا؟ لأ لأ I love you أسئلة واحدة", "tokens": [28814, 1829, 3224, 20328, 3555, 995, 25528, 22807, 20666, 1863, 35457, 3660, 5296, 24793, 9673, 3215, 13546, 9673, 6027, 1829, 4724, 1829, 3224, 3714, 33604, 3794, 3794, 2655, 24793, 4724, 10721, 1829, 3714, 41361, 11778, 9778, 1211, 2655, 14407, 8978, 3224, 4032, 12602, 10721, 36081, 14407, 8978, 3224, 3714, 3215, 13546, 3714, 6027, 1829, 22807, 11933, 1829, 8592, 3714, 16095, 47395, 22807, 13412, 2407, 4032, 19913, 5172, 47395, 22807, 13412, 2407, 4724, 1829, 25957, 1211, 22807, 32239, 8592, 41850, 11331, 9566, 47395, 8978, 9673, 41361, 23758, 22807, 5296, 10721, 5296, 10721, 286, 959, 291, 5551, 3794, 19986, 37977, 36764, 24401, 3660], "avg_logprob": -0.22732843370998607, "compression_ratio": 1.7228260869565217, "no_speech_prob": 8.940696716308594e-06, "words": [{"start": 1871.47, "end": 1871.75, "word": "إيه", "probability": 0.8048502604166666}, {"start": 1871.75, "end": 1872.45, "word": " صبايا؟", "probability": 0.6810546875}, {"start": 1872.45, "end": 1873.61, "word": " بالنسبة", "probability": 0.97412109375}, {"start": 1873.61, "end": 1873.99, "word": " لكم", "probability": 0.692138671875}, {"start": 1873.99, "end": 1874.65, "word": " المدير", "probability": 0.9318033854166666}, {"start": 1874.65, "end": 1875.19, "word": " المالي", "probability": 0.9812825520833334}, {"start": 1875.19, "end": 1875.91, "word": " بيه", "probability": 0.79541015625}, {"start": 1875.91, "end": 1876.65, "word": " مؤسستكم", "probability": 0.9015299479166666}, {"start": 1876.65, "end": 1877.15, "word": " بأي", "probability": 0.7976888020833334}, {"start": 1877.15, "end": 1877.59, "word": " مكان", "probability": 0.997314453125}, {"start": 1877.59, "end": 1878.07, "word": " دخلتوا", "probability": 0.873828125}, {"start": 1878.07, "end": 1878.19, "word": " فيه", "probability": 0.9833984375}, {"start": 1878.19, "end": 1878.25, "word": " و", "probability": 0.95654296875}, {"start": 1878.25, "end": 1878.45, "word": " رأيتوا", "probability": 0.745361328125}, {"start": 1878.45, "end": 1878.57, "word": " فيه", "probability": 0.930908203125}, {"start": 1878.57, "end": 1878.79, "word": " مدير", "probability": 0.9832356770833334}, {"start": 1878.79, "end": 1879.51, "word": " مالي؟", "probability": 0.8365478515625}, {"start": 1879.51, "end": 1879.73, "word": " إيش", "probability": 0.8434244791666666}, {"start": 1879.73, "end": 1880.15, "word": " مهمته؟", "probability": 0.9549560546875}, {"start": 1880.15, "end": 1880.27, "word": " شو", "probability": 0.964599609375}, {"start": 1880.27, "end": 1880.65, "word": " وظفته؟", "probability": 0.8029296875}, {"start": 1880.65, "end": 1880.77, "word": " شو", "probability": 0.983642578125}, {"start": 1880.77, "end": 1881.31, "word": " بيعمل؟", "probability": 0.9248046875}, {"start": 1881.31, "end": 1881.69, "word": " ليش", "probability": 0.960205078125}, {"start": 1881.69, "end": 1881.99, "word": " أنا", "probability": 0.9287109375}, {"start": 1881.99, "end": 1882.67, "word": " حطته", "probability": 0.6520182291666666}, {"start": 1882.67, "end": 1882.75, "word": " في", "probability": 0.9453125}, {"start": 1882.75, "end": 1883.05, "word": " المكان", "probability": 0.99267578125}, {"start": 1883.05, "end": 1886.35, "word": " هذا؟", "probability": 0.937255859375}, {"start": 1886.35, "end": 1887.93, "word": " لأ", "probability": 0.43463134765625}, {"start": 1887.93, "end": 1888.23, "word": " لأ", "probability": 0.74267578125}, {"start": 1888.23, "end": 1888.23, "word": " I", "probability": 0.10302734375}, {"start": 1888.23, "end": 1889.57, "word": " love", "probability": 0.80419921875}, {"start": 1889.57, "end": 1889.75, "word": " you", "probability": 0.97705078125}, {"start": 1889.75, "end": 1893.51, "word": " أسئلة", "probability": 0.64715576171875}, {"start": 1893.51, "end": 1893.83, "word": " واحدة", "probability": 0.85009765625}], "temperature": 1.0}, {"id": 75, "seek": 191991, "start": 1896.19, "end": 1919.91, "text": "الإدار المالية تعتمد على تضامن عدد القرارات انه قرار استثماري، قرار ثموي ليه وقرار تقسيم الأرض يعني هو كمدير مالي بيلعب دور في اتخاذ هذه القرارات كلامك صحيح في آية الإسلام بدك تاخد مؤتمر لازم توقع مين يكون عليه المدير المالي المدير المالي بعدين المدير لو فيه خاصة مثلا يخلق لا سمح الله", "tokens": [6027, 28814, 3215, 9640, 9673, 6027, 10632, 6055, 34268, 2304, 3215, 15844, 6055, 11242, 10943, 1863, 6225, 3215, 3215, 25062, 2288, 9640, 9307, 16472, 3224, 12174, 2288, 9640, 44713, 12984, 2304, 9640, 1829, 12399, 12174, 2288, 9640, 38637, 2304, 45865, 32239, 3224, 4032, 4587, 2288, 9640, 6055, 4587, 3794, 32640, 16247, 43042, 37495, 22653, 31439, 9122, 2304, 3215, 13546, 3714, 6027, 1829, 4724, 26895, 3615, 3555, 11778, 13063, 8978, 1975, 2655, 9778, 45636, 29538, 25062, 2288, 9640, 9307, 28242, 10943, 4117, 20328, 5016, 1829, 5016, 8978, 19753, 10632, 33688, 3794, 37440, 47525, 4117, 6055, 47283, 3215, 3714, 33604, 2655, 29973, 5296, 31377, 2304, 6055, 30543, 3615, 3714, 9957, 7251, 30544, 47356, 9673, 3215, 13546, 9673, 6027, 1829, 9673, 3215, 13546, 9673, 6027, 1829, 39182, 9957, 9673, 3215, 13546, 45164, 8978, 3224, 16490, 33546, 3660, 50113, 15040, 7251, 9778, 1211, 4587, 20193, 8608, 2304, 5016, 21984], "avg_logprob": -0.21521831620229434, "compression_ratio": 2.0803212851405624, "no_speech_prob": 2.6226043701171875e-06, "words": [{"start": 1896.19, "end": 1896.95, "word": "الإدار", "probability": 0.86669921875}, {"start": 1896.95, "end": 1897.57, "word": " المالية", "probability": 0.7677408854166666}, {"start": 1897.57, "end": 1898.29, "word": " تعتمد", "probability": 0.82269287109375}, {"start": 1898.29, "end": 1898.51, "word": " على", "probability": 0.54296875}, {"start": 1898.51, "end": 1899.37, "word": " تضامن", "probability": 0.6644287109375}, {"start": 1899.37, "end": 1899.61, "word": " عدد", "probability": 0.81884765625}, {"start": 1899.61, "end": 1900.19, "word": " القرارات", "probability": 0.9793701171875}, {"start": 1900.19, "end": 1900.91, "word": " انه", "probability": 0.5931396484375}, {"start": 1900.91, "end": 1901.15, "word": " قرار", "probability": 0.98779296875}, {"start": 1901.15, "end": 1901.79, "word": " استثماري،", "probability": 0.9129231770833334}, {"start": 1901.79, "end": 1901.99, "word": " قرار", "probability": 0.9757486979166666}, {"start": 1901.99, "end": 1902.37, "word": " ثموي", "probability": 0.72119140625}, {"start": 1902.37, "end": 1902.61, "word": " ليه", "probability": 0.6748046875}, {"start": 1902.61, "end": 1903.33, "word": " وقرار", "probability": 0.78173828125}, {"start": 1903.33, "end": 1903.71, "word": " تقسيم", "probability": 0.8380126953125}, {"start": 1903.71, "end": 1904.05, "word": " الأرض", "probability": 0.666015625}, {"start": 1904.05, "end": 1905.05, "word": " يعني", "probability": 0.654296875}, {"start": 1905.05, "end": 1905.27, "word": " هو", "probability": 0.98388671875}, {"start": 1905.27, "end": 1905.83, "word": " كمدير", "probability": 0.9814453125}, {"start": 1905.83, "end": 1906.19, "word": " مالي", "probability": 0.9622395833333334}, {"start": 1906.19, "end": 1906.79, "word": " بيلعب", "probability": 0.9271240234375}, {"start": 1906.79, "end": 1907.15, "word": " دور", "probability": 0.984375}, {"start": 1907.15, "end": 1907.39, "word": " في", "probability": 0.9619140625}, {"start": 1907.39, "end": 1907.83, "word": " اتخاذ", "probability": 0.9383544921875}, {"start": 1907.83, "end": 1908.01, "word": " هذه", "probability": 0.5185546875}, {"start": 1908.01, "end": 1908.53, "word": " القرارات", "probability": 0.99365234375}, {"start": 1908.53, "end": 1909.41, "word": " كلامك", "probability": 0.708251953125}, {"start": 1909.41, "end": 1909.91, "word": " صحيح", "probability": 0.9918212890625}, {"start": 1909.91, "end": 1910.01, "word": " في", "probability": 0.357421875}, {"start": 1910.01, "end": 1910.35, "word": " آية", "probability": 0.645263671875}, {"start": 1910.35, "end": 1910.77, "word": " الإسلام", "probability": 0.9085286458333334}, {"start": 1910.77, "end": 1911.13, "word": " بدك", "probability": 0.6890869140625}, {"start": 1911.13, "end": 1911.41, "word": " تاخد", "probability": 0.9314778645833334}, {"start": 1911.41, "end": 1911.95, "word": " مؤتمر", "probability": 0.6654052734375}, {"start": 1911.95, "end": 1912.25, "word": " لازم", "probability": 0.82275390625}, {"start": 1912.25, "end": 1912.63, "word": " توقع", "probability": 0.8805338541666666}, {"start": 1912.63, "end": 1912.79, "word": " مين", "probability": 0.946533203125}, {"start": 1912.79, "end": 1913.01, "word": " يكون", "probability": 0.986328125}, {"start": 1913.01, "end": 1913.59, "word": " عليه", "probability": 0.89208984375}, {"start": 1913.59, "end": 1914.39, "word": " المدير", "probability": 0.8898111979166666}, {"start": 1914.39, "end": 1914.89, "word": " المالي", "probability": 0.9451497395833334}, {"start": 1914.89, "end": 1915.65, "word": " المدير", "probability": 0.7939453125}, {"start": 1915.65, "end": 1915.99, "word": " المالي", "probability": 0.96337890625}, {"start": 1915.99, "end": 1916.37, "word": " بعدين", "probability": 0.6248779296875}, {"start": 1916.37, "end": 1916.75, "word": " المدير", "probability": 0.9939778645833334}, {"start": 1916.75, "end": 1917.83, "word": " لو", "probability": 0.83984375}, {"start": 1917.83, "end": 1918.13, "word": " فيه", "probability": 0.725341796875}, {"start": 1918.13, "end": 1918.49, "word": " خاصة", "probability": 0.743408203125}, {"start": 1918.49, "end": 1918.81, "word": " مثلا", "probability": 0.95166015625}, {"start": 1918.81, "end": 1919.27, "word": " يخلق", "probability": 0.746337890625}, {"start": 1919.27, "end": 1919.45, "word": " لا", "probability": 0.5576171875}, {"start": 1919.45, "end": 1919.75, "word": " سمح", "probability": 0.8063151041666666}, {"start": 1919.75, "end": 1919.91, "word": " الله", "probability": 0.92919921875}], "temperature": 1.0}, {"id": 76, "seek": 193326, "start": 1923.7, "end": 1933.26, "text": "من يتاخد القرار؟ إذا المدير ما يعني مش بس stigma أو تمويل أو زي ما، لأ في قانوات كتيرة بيبتخدها، فضلا", "tokens": [27842, 7251, 2655, 47283, 3215, 25062, 2288, 9640, 22807, 11933, 15730, 9673, 3215, 13546, 19446, 37495, 22653, 37893, 4724, 3794, 27880, 34051, 46811, 2407, 26895, 34051, 30767, 1829, 19446, 12399, 5296, 10721, 8978, 12174, 7649, 2407, 9307, 9122, 2655, 48923, 4724, 1829, 3555, 2655, 9778, 3215, 11296, 12399, 6156, 11242, 15040], "avg_logprob": -0.4158653817497767, "compression_ratio": 1.3333333333333333, "no_speech_prob": 1.1324882507324219e-06, "words": [{"start": 1923.7, "end": 1924.0, "word": "من", "probability": 0.70263671875}, {"start": 1924.0, "end": 1924.46, "word": " يتاخد", "probability": 0.84063720703125}, {"start": 1924.46, "end": 1925.24, "word": " القرار؟", "probability": 0.9149169921875}, {"start": 1925.24, "end": 1928.46, "word": " إذا", "probability": 0.4781494140625}, {"start": 1928.46, "end": 1928.8, "word": " المدير", "probability": 0.9324544270833334}, {"start": 1928.8, "end": 1928.94, "word": " ما", "probability": 0.11248779296875}, {"start": 1928.94, "end": 1929.04, "word": " يعني", "probability": 0.6192626953125}, {"start": 1929.04, "end": 1929.18, "word": " مش", "probability": 0.908203125}, {"start": 1929.18, "end": 1929.46, "word": " بس", "probability": 0.810546875}, {"start": 1929.46, "end": 1929.9, "word": " stigma", "probability": 0.6572265625}, {"start": 1929.9, "end": 1930.2, "word": " أو", "probability": 0.50244140625}, {"start": 1930.2, "end": 1930.66, "word": " تمويل", "probability": 0.5212809244791666}, {"start": 1930.66, "end": 1930.8, "word": " أو", "probability": 0.85498046875}, {"start": 1930.8, "end": 1930.98, "word": " زي", "probability": 0.73974609375}, {"start": 1930.98, "end": 1931.16, "word": " ما،", "probability": 0.4625244140625}, {"start": 1931.16, "end": 1931.28, "word": " لأ", "probability": 0.64453125}, {"start": 1931.28, "end": 1931.42, "word": " في", "probability": 0.63623046875}, {"start": 1931.42, "end": 1931.8, "word": " قانوات", "probability": 0.58184814453125}, {"start": 1931.8, "end": 1932.1, "word": " كتيرة", "probability": 0.7586263020833334}, {"start": 1932.1, "end": 1932.96, "word": " بيبتخدها،", "probability": 0.87237548828125}, {"start": 1932.96, "end": 1933.26, "word": " فضلا", "probability": 0.644287109375}], "temperature": 1.0}, {"id": 77, "seek": 195879, "start": 1934.03, "end": 1958.79, "text": "تمام زي ما انتوا شايفين شو بيحكيلي هان بيحكيلي المدير المالي هو المسؤول عن عمليات المالية للمنشأة ده رقم واحد، رقم اتنين المسؤول عن إدارة الاستثمارات للمنشأة وأداء التقارير المالية ويساعد على وضع الخطط المالية للمنشأة على المدى الطويل طيب، لو سألتكم سؤال في محاسب وفي مدير مالي، صح؟ ماهو الفرق بينهم؟ لأن معظمنا بسرعاننا لبس بينهم", "tokens": [39237, 10943, 30767, 1829, 19446, 16472, 2655, 14407, 13412, 995, 33911, 9957, 13412, 2407, 4724, 1829, 5016, 4117, 1829, 20292, 8032, 7649, 4724, 1829, 5016, 4117, 1829, 20292, 9673, 3215, 13546, 9673, 6027, 1829, 31439, 9673, 3794, 33604, 12610, 18871, 6225, 2304, 20292, 9307, 9673, 6027, 10632, 5296, 19528, 1863, 8592, 10721, 3660, 11778, 3224, 12602, 4587, 2304, 36764, 24401, 12399, 12602, 4587, 2304, 1975, 2655, 1863, 9957, 9673, 3794, 33604, 12610, 18871, 11933, 3215, 9640, 3660, 42963, 14851, 12984, 2304, 9640, 9307, 5296, 19528, 1863, 8592, 10721, 3660, 4032, 10721, 3215, 16606, 16712, 4587, 9640, 13546, 9673, 6027, 10632, 4032, 1829, 3794, 995, 22488, 15844, 4032, 11242, 3615, 33962, 9566, 9566, 9673, 6027, 10632, 5296, 19528, 1863, 8592, 10721, 3660, 15844, 9673, 3215, 7578, 41950, 2407, 26895, 23032, 1829, 3555, 12399, 45164, 8608, 10721, 1211, 2655, 24793, 8608, 33604, 6027, 8978, 3714, 5016, 32277, 3555, 4032, 41185, 3714, 3215, 13546, 3714, 6027, 1829, 12399, 20328, 5016, 22807, 19446, 3224, 2407, 27188, 2288, 4587, 49374, 16095, 22807, 5296, 33456, 20449, 19913, 2304, 8315, 4724, 3794, 2288, 3615, 7649, 8315, 5296, 3555, 3794, 49374, 16095], "avg_logprob": -0.12297297329516024, "compression_ratio": 2.2205882352941178, "no_speech_prob": 1.239776611328125e-05, "words": [{"start": 1934.03, "end": 1934.63, "word": "تمام", "probability": 0.83935546875}, {"start": 1934.63, "end": 1935.25, "word": " زي", "probability": 0.591796875}, {"start": 1935.25, "end": 1935.33, "word": " ما", "probability": 0.935546875}, {"start": 1935.33, "end": 1935.47, "word": " انتوا", "probability": 0.7776692708333334}, {"start": 1935.47, "end": 1935.73, "word": " شايفين", "probability": 0.9849853515625}, {"start": 1935.73, "end": 1935.87, "word": " شو", "probability": 0.941162109375}, {"start": 1935.87, "end": 1936.25, "word": " بيحكيلي", "probability": 0.958251953125}, {"start": 1936.25, "end": 1936.47, "word": " هان", "probability": 0.69140625}, {"start": 1936.47, "end": 1936.93, "word": " بيحكيلي", "probability": 0.952880859375}, {"start": 1936.93, "end": 1937.33, "word": " المدير", "probability": 0.95849609375}, {"start": 1937.33, "end": 1937.69, "word": " المالي", "probability": 0.9903971354166666}, {"start": 1937.69, "end": 1937.85, "word": " هو", "probability": 0.98291015625}, {"start": 1937.85, "end": 1938.53, "word": " المسؤول", "probability": 0.87109375}, {"start": 1938.53, "end": 1939.01, "word": " عن", "probability": 0.99462890625}, {"start": 1939.01, "end": 1939.57, "word": " عمليات", "probability": 0.9193115234375}, {"start": 1939.57, "end": 1940.05, "word": " المالية", "probability": 0.9921875}, {"start": 1940.05, "end": 1940.85, "word": " للمنشأة", "probability": 0.870361328125}, {"start": 1940.85, "end": 1941.47, "word": " ده", "probability": 0.5108642578125}, {"start": 1941.47, "end": 1941.69, "word": " رقم", "probability": 0.986328125}, {"start": 1941.69, "end": 1942.01, "word": " واحد،", "probability": 0.7250162760416666}, {"start": 1942.01, "end": 1942.23, "word": " رقم", "probability": 0.9947916666666666}, {"start": 1942.23, "end": 1942.53, "word": " اتنين", "probability": 0.9573974609375}, {"start": 1942.53, "end": 1943.49, "word": " المسؤول", "probability": 0.9093017578125}, {"start": 1943.49, "end": 1943.67, "word": " عن", "probability": 0.9931640625}, {"start": 1943.67, "end": 1944.03, "word": " إدارة", "probability": 0.885009765625}, {"start": 1944.03, "end": 1945.09, "word": " الاستثمارات", "probability": 0.9659830729166666}, {"start": 1945.09, "end": 1945.69, "word": " للمنشأة", "probability": 0.9657389322916666}, {"start": 1945.69, "end": 1946.15, "word": " وأداء", "probability": 0.576141357421875}, {"start": 1946.15, "end": 1946.53, "word": " التقارير", "probability": 0.9180908203125}, {"start": 1946.53, "end": 1947.01, "word": " المالية", "probability": 0.9959309895833334}, {"start": 1947.01, "end": 1947.61, "word": " ويساعد", "probability": 0.9716796875}, {"start": 1947.61, "end": 1947.77, "word": " على", "probability": 0.9716796875}, {"start": 1947.77, "end": 1947.99, "word": " وضع", "probability": 0.9801432291666666}, {"start": 1947.99, "end": 1948.55, "word": " الخطط", "probability": 0.9840494791666666}, {"start": 1948.55, "end": 1949.43, "word": " المالية", "probability": 0.9938151041666666}, {"start": 1949.43, "end": 1950.05, "word": " للمنشأة", "probability": 0.96484375}, {"start": 1950.05, "end": 1950.51, "word": " على", "probability": 0.947265625}, {"start": 1950.51, "end": 1950.73, "word": " المدى", "probability": 0.9527994791666666}, {"start": 1950.73, "end": 1951.09, "word": " الطويل", "probability": 0.8907877604166666}, {"start": 1951.09, "end": 1952.15, "word": " طيب،", "probability": 0.8709716796875}, {"start": 1952.15, "end": 1952.33, "word": " لو", "probability": 0.990234375}, {"start": 1952.33, "end": 1952.71, "word": " سألتكم", "probability": 0.9177734375}, {"start": 1952.71, "end": 1953.13, "word": " سؤال", "probability": 0.9957682291666666}, {"start": 1953.13, "end": 1953.71, "word": " في", "probability": 0.546875}, {"start": 1953.71, "end": 1954.39, "word": " محاسب", "probability": 0.9293212890625}, {"start": 1954.39, "end": 1954.69, "word": " وفي", "probability": 0.916259765625}, {"start": 1954.69, "end": 1954.93, "word": " مدير", "probability": 0.9939778645833334}, {"start": 1954.93, "end": 1955.23, "word": " مالي،", "probability": 0.9342041015625}, {"start": 1955.23, "end": 1955.73, "word": " صح؟", "probability": 0.974609375}, {"start": 1955.73, "end": 1955.89, "word": " ماهو", "probability": 0.5839029947916666}, {"start": 1955.89, "end": 1956.07, "word": " الفرق", "probability": 0.9471028645833334}, {"start": 1956.07, "end": 1956.91, "word": " بينهم؟", "probability": 0.720458984375}, {"start": 1956.91, "end": 1957.15, "word": " لأن", "probability": 0.748779296875}, {"start": 1957.15, "end": 1957.57, "word": " معظمنا", "probability": 0.990234375}, {"start": 1957.57, "end": 1958.01, "word": " بسرعاننا", "probability": 0.8734537760416666}, {"start": 1958.01, "end": 1958.35, "word": " لبس", "probability": 0.84375}, {"start": 1958.35, "end": 1958.79, "word": " بينهم", "probability": 0.98193359375}], "temperature": 1.0}, {"id": 78, "seek": 198710, "start": 1960.04, "end": 1987.1, "text": "مظبوط، شو الفرق بين أتهم؟ بالنسبة إيه؟ إيش المحاسب و إيش المدير المالي؟ أو شو بتخيلك؟ أنا بالنسبالي بشوف الفرق زي الموظف و المدير، هو أتبع الفدية، المحاسب بيقوم بـ .. ماشي، مين مدير مني؟ بالتأكيد المدير المالي المدير المالي و المحاسب، لأن المحاسب وظيفة أشهر يسميها تنفيذية تنفيذية، أه و المدير المالي وظيفة مسؤولة، اللي منتخداش براء", "tokens": [2304, 19913, 3555, 2407, 9566, 12399, 13412, 2407, 27188, 2288, 4587, 49374, 5551, 2655, 16095, 22807, 20666, 1863, 35457, 3660, 11933, 1829, 3224, 22807, 11933, 1829, 8592, 9673, 5016, 32277, 3555, 4032, 11933, 1829, 8592, 9673, 3215, 13546, 9673, 6027, 1829, 22807, 34051, 13412, 2407, 39894, 9778, 26895, 4117, 22807, 41850, 20666, 1863, 35457, 6027, 1829, 4724, 8592, 38688, 27188, 2288, 4587, 30767, 1829, 9673, 2407, 19913, 5172, 4032, 9673, 3215, 13546, 12399, 31439, 5551, 2655, 3555, 3615, 27188, 3215, 10632, 12399, 9673, 5016, 32277, 3555, 4724, 1829, 4587, 20498, 4724, 39184, 4386, 3714, 33599, 1829, 12399, 3714, 9957, 3714, 3215, 13546, 9154, 1829, 22807, 20666, 2655, 10721, 4117, 25708, 9673, 3215, 13546, 9673, 6027, 1829, 9673, 3215, 13546, 9673, 6027, 1829, 4032, 9673, 5016, 32277, 3555, 12399, 5296, 33456, 9673, 5016, 32277, 3555, 4032, 19913, 33911, 3660, 5551, 8592, 3224, 2288, 7251, 38251, 1829, 11296, 6055, 1863, 41185, 8848, 10632, 6055, 1863, 41185, 8848, 10632, 12399, 5551, 3224, 4032, 9673, 3215, 13546, 9673, 6027, 1829, 4032, 19913, 33911, 3660, 47524, 33604, 12610, 3660, 12399, 13672, 1829, 9154, 2655, 9778, 3215, 33599, 4724, 2288, 16606], "avg_logprob": -0.2788978462578148, "compression_ratio": 2.3540856031128405, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1960.04, "end": 1960.76, "word": "مظبوط،", "probability": 0.8228352864583334}, {"start": 1960.76, "end": 1960.86, "word": " شو", "probability": 0.786865234375}, {"start": 1960.86, "end": 1961.06, "word": " الفرق", "probability": 0.7481282552083334}, {"start": 1961.06, "end": 1961.22, "word": " بين", "probability": 0.97216796875}, {"start": 1961.22, "end": 1961.5, "word": " أتهم؟", "probability": 0.67840576171875}, {"start": 1961.5, "end": 1961.86, "word": " بالنسبة", "probability": 0.965087890625}, {"start": 1961.86, "end": 1962.06, "word": " إيه؟", "probability": 0.6014404296875}, {"start": 1962.06, "end": 1962.2, "word": " إيش", "probability": 0.79345703125}, {"start": 1962.2, "end": 1962.64, "word": " المحاسب", "probability": 0.989013671875}, {"start": 1962.64, "end": 1962.74, "word": " و", "probability": 0.7265625}, {"start": 1962.74, "end": 1962.82, "word": " إيش", "probability": 0.8533528645833334}, {"start": 1962.82, "end": 1963.0, "word": " المدير", "probability": 0.9724934895833334}, {"start": 1963.0, "end": 1963.36, "word": " المالي؟", "probability": 0.92724609375}, {"start": 1963.36, "end": 1963.5, "word": " أو", "probability": 0.97900390625}, {"start": 1963.5, "end": 1963.98, "word": " شو", "probability": 0.83056640625}, {"start": 1963.98, "end": 1968.28, "word": " بتخيلك؟", "probability": 0.85654296875}, {"start": 1968.28, "end": 1968.7, "word": " أنا", "probability": 0.5595703125}, {"start": 1968.7, "end": 1969.24, "word": " بالنسبالي", "probability": 0.97666015625}, {"start": 1969.24, "end": 1969.5, "word": " بشوف", "probability": 0.8776041666666666}, {"start": 1969.5, "end": 1969.88, "word": " الفرق", "probability": 0.9861653645833334}, {"start": 1969.88, "end": 1970.08, "word": " زي", "probability": 0.959228515625}, {"start": 1970.08, "end": 1970.68, "word": " الموظف", "probability": 0.9881591796875}, {"start": 1970.68, "end": 1970.82, "word": " و", "probability": 0.85400390625}, {"start": 1970.82, "end": 1971.34, "word": " المدير،", "probability": 0.83990478515625}, {"start": 1971.34, "end": 1971.48, "word": " هو", "probability": 0.9384765625}, {"start": 1971.48, "end": 1971.84, "word": " أتبع", "probability": 0.5201416015625}, {"start": 1971.84, "end": 1972.42, "word": " الفدية،", "probability": 0.51483154296875}, {"start": 1972.42, "end": 1973.78, "word": " المحاسب", "probability": 0.9857177734375}, {"start": 1973.78, "end": 1974.14, "word": " بيقوم", "probability": 0.58935546875}, {"start": 1974.14, "end": 1974.56, "word": " بـ", "probability": 0.4576416015625}, {"start": 1974.56, "end": 1974.56, "word": " ..", "probability": 0.163330078125}, {"start": 1974.56, "end": 1974.96, "word": " ماشي،", "probability": 0.7760009765625}, {"start": 1974.96, "end": 1975.14, "word": " مين", "probability": 0.84912109375}, {"start": 1975.14, "end": 1975.48, "word": " مدير", "probability": 0.75146484375}, {"start": 1975.48, "end": 1976.06, "word": " مني؟", "probability": 0.5620930989583334}, {"start": 1976.06, "end": 1976.5, "word": " بالتأكيد", "probability": 0.6896484375}, {"start": 1976.5, "end": 1976.8, "word": " المدير", "probability": 0.9630533854166666}, {"start": 1976.8, "end": 1977.28, "word": " المالي", "probability": 0.9947916666666666}, {"start": 1977.28, "end": 1977.84, "word": " المدير", "probability": 0.6883544921875}, {"start": 1977.84, "end": 1978.22, "word": " المالي", "probability": 0.9969075520833334}, {"start": 1978.22, "end": 1978.32, "word": " و", "probability": 0.662109375}, {"start": 1978.32, "end": 1979.14, "word": " المحاسب،", "probability": 0.82998046875}, {"start": 1979.14, "end": 1979.28, "word": " لأن", "probability": 0.5302734375}, {"start": 1979.28, "end": 1979.6, "word": " المحاسب", "probability": 0.99169921875}, {"start": 1979.6, "end": 1980.06, "word": " وظيفة", "probability": 0.863525390625}, {"start": 1980.06, "end": 1980.26, "word": " أشهر", "probability": 0.67669677734375}, {"start": 1980.26, "end": 1980.86, "word": " يسميها", "probability": 0.84100341796875}, {"start": 1980.86, "end": 1982.02, "word": " تنفيذية", "probability": 0.86953125}, {"start": 1982.02, "end": 1982.66, "word": " تنفيذية،", "probability": 0.83544921875}, {"start": 1982.66, "end": 1982.7, "word": " أه", "probability": 0.821533203125}, {"start": 1982.7, "end": 1982.8, "word": " و", "probability": 0.5869140625}, {"start": 1982.8, "end": 1983.08, "word": " المدير", "probability": 0.9833984375}, {"start": 1983.08, "end": 1983.66, "word": " المالي", "probability": 0.9983723958333334}, {"start": 1983.66, "end": 1984.66, "word": " وظيفة", "probability": 0.984619140625}, {"start": 1984.66, "end": 1985.38, "word": " مسؤولة،", "probability": 0.83056640625}, {"start": 1985.38, "end": 1985.44, "word": " اللي", "probability": 0.6966552734375}, {"start": 1985.44, "end": 1986.28, "word": " منتخداش", "probability": 0.610888671875}, {"start": 1986.28, "end": 1987.1, "word": " براء", "probability": 0.5157877604166666}], "temperature": 1.0}, {"id": 79, "seek": 201342, "start": 1987.82, "end": 2013.42, "text": "هو باسمك و حدك أو هو مكتوب على فكرة إن المدير المالي يقوم بالإعداد المدير المالي مخدمات من الـGolf بعين .. بالدرجة .. بالدرجة .. المدير المالي يقوم بتقييم التقارير التقارير صحيح عشان كده أنا .. خلاص مش مشكلة يعني كنت عنك هذه الشغله إن المحاسب بيعمل التقارير بينما المدير المالي .. المدير المالي بيحلل التقارير المالية عشان هيك السوق قفت أنا المالية كل أقسام إنهاسسة من تسويق وشغل مظهر وإنتاج", "tokens": [3224, 2407, 4724, 32277, 2304, 4117, 4032, 11331, 3215, 4117, 34051, 31439, 3714, 4117, 2655, 37746, 15844, 6156, 4117, 25720, 36145, 9673, 3215, 13546, 9673, 6027, 1829, 7251, 4587, 20498, 20666, 28814, 22488, 18513, 9673, 3215, 13546, 9673, 6027, 1829, 3714, 9778, 40448, 9307, 9154, 2423, 39184, 38, 7491, 45030, 9957, 4386, 20666, 3215, 47341, 3660, 4386, 20666, 3215, 47341, 3660, 4386, 9673, 3215, 13546, 9673, 6027, 1829, 7251, 4587, 20498, 39894, 38436, 32640, 16712, 4587, 9640, 13546, 16712, 4587, 9640, 13546, 20328, 5016, 1829, 5016, 6225, 8592, 7649, 9122, 3215, 3224, 41850, 4386, 16490, 1211, 33546, 37893, 37893, 28820, 3660, 37495, 22653, 9122, 29399, 18871, 4117, 29538, 25124, 17082, 1211, 3224, 36145, 9673, 5016, 32277, 3555, 4724, 1829, 25957, 1211, 16712, 4587, 9640, 13546, 49374, 15042, 9673, 3215, 13546, 9673, 6027, 1829, 4386, 9673, 3215, 13546, 9673, 6027, 1829, 4724, 1829, 5016, 1211, 1211, 16712, 4587, 9640, 13546, 9673, 6027, 10632, 6225, 8592, 7649, 39896, 4117, 21136, 2407, 4587, 12174, 5172, 2655, 41850, 9673, 6027, 10632, 28242, 5551, 4587, 3794, 10943, 36145, 3224, 32277, 3794, 3660, 9154, 6055, 3794, 45865, 4587, 4032, 8592, 17082, 1211, 3714, 19913, 3224, 2288, 4032, 28814, 29399, 26108], "avg_logprob": -0.27275642095467983, "compression_ratio": 2.3822525597269624, "no_speech_prob": 3.7550926208496094e-06, "words": [{"start": 1987.82, "end": 1988.26, "word": "هو", "probability": 0.569091796875}, {"start": 1988.26, "end": 1988.6, "word": " باسمك", "probability": 0.6923828125}, {"start": 1988.6, "end": 1988.72, "word": " و", "probability": 0.6181640625}, {"start": 1988.72, "end": 1989.0, "word": " حدك", "probability": 0.671142578125}, {"start": 1989.0, "end": 1989.14, "word": " أو", "probability": 0.60498046875}, {"start": 1989.14, "end": 1989.34, "word": " هو", "probability": 0.88134765625}, {"start": 1989.34, "end": 1989.74, "word": " مكتوب", "probability": 0.9088134765625}, {"start": 1989.74, "end": 1989.88, "word": " على", "probability": 0.73291015625}, {"start": 1989.88, "end": 1990.24, "word": " فكرة", "probability": 0.9825846354166666}, {"start": 1990.24, "end": 1990.48, "word": " إن", "probability": 0.486083984375}, {"start": 1990.48, "end": 1990.7, "word": " المدير", "probability": 0.9156901041666666}, {"start": 1990.7, "end": 1991.06, "word": " المالي", "probability": 0.9680989583333334}, {"start": 1991.06, "end": 1991.4, "word": " يقوم", "probability": 0.923828125}, {"start": 1991.4, "end": 1991.88, "word": " بالإعداد", "probability": 0.76123046875}, {"start": 1991.88, "end": 1992.2, "word": " المدير", "probability": 0.8623046875}, {"start": 1992.2, "end": 1992.4, "word": " المالي", "probability": 0.98583984375}, {"start": 1992.4, "end": 1992.72, "word": " مخدمات", "probability": 0.50286865234375}, {"start": 1992.72, "end": 1992.84, "word": " من", "probability": 0.853515625}, {"start": 1992.84, "end": 1993.1, "word": " الـGolf", "probability": 0.395172119140625}, {"start": 1993.1, "end": 1993.3, "word": " بعين", "probability": 0.74853515625}, {"start": 1993.3, "end": 1993.34, "word": " ..", "probability": 0.1868896484375}, {"start": 1993.34, "end": 1994.0, "word": " بالدرجة", "probability": 0.425750732421875}, {"start": 1994.0, "end": 1994.18, "word": " ..", "probability": 0.82470703125}, {"start": 1994.18, "end": 1994.34, "word": " بالدرجة", "probability": 0.7962646484375}, {"start": 1994.34, "end": 1994.34, "word": " ..", "probability": 0.61279296875}, {"start": 1994.34, "end": 1994.7, "word": " المدير", "probability": 0.8606770833333334}, {"start": 1994.7, "end": 1995.0, "word": " المالي", "probability": 0.99609375}, {"start": 1995.0, "end": 1995.3, "word": " يقوم", "probability": 0.9593098958333334}, {"start": 1995.3, "end": 1996.02, "word": " بتقييم", "probability": 0.9523111979166666}, {"start": 1996.02, "end": 1996.42, "word": " التقارير", "probability": 0.8958740234375}, {"start": 1996.42, "end": 1996.9, "word": " التقارير", "probability": 0.93212890625}, {"start": 1996.9, "end": 1997.24, "word": " صحيح", "probability": 0.950439453125}, {"start": 1997.24, "end": 1997.58, "word": " عشان", "probability": 0.8727213541666666}, {"start": 1997.58, "end": 1997.8, "word": " كده", "probability": 0.9617513020833334}, {"start": 1997.8, "end": 1998.2, "word": " أنا", "probability": 0.8232421875}, {"start": 1998.2, "end": 1998.44, "word": " ..", "probability": 0.81591796875}, {"start": 1998.44, "end": 1998.72, "word": " خلاص", "probability": 0.6993001302083334}, {"start": 1998.72, "end": 1998.92, "word": " مش", "probability": 0.83203125}, {"start": 1998.92, "end": 1999.32, "word": " مشكلة", "probability": 0.9436848958333334}, {"start": 1999.32, "end": 1999.48, "word": " يعني", "probability": 0.8115234375}, {"start": 1999.48, "end": 1999.76, "word": " كنت", "probability": 0.71484375}, {"start": 1999.76, "end": 2000.06, "word": " عنك", "probability": 0.667236328125}, {"start": 2000.06, "end": 2000.22, "word": " هذه", "probability": 0.5068359375}, {"start": 2000.22, "end": 2000.5, "word": " الشغله", "probability": 0.695068359375}, {"start": 2000.5, "end": 2000.62, "word": " إن", "probability": 0.775390625}, {"start": 2000.62, "end": 2001.16, "word": " المحاسب", "probability": 0.975830078125}, {"start": 2001.16, "end": 2001.52, "word": " بيعمل", "probability": 0.888916015625}, {"start": 2001.52, "end": 2002.0, "word": " التقارير", "probability": 0.989013671875}, {"start": 2002.0, "end": 2002.36, "word": " بينما", "probability": 0.90380859375}, {"start": 2002.36, "end": 2002.7, "word": " المدير", "probability": 0.9791666666666666}, {"start": 2002.7, "end": 2002.74, "word": " المالي", "probability": 0.8515625}, {"start": 2002.74, "end": 2002.76, "word": " ..", "probability": 0.450439453125}, {"start": 2002.76, "end": 2003.04, "word": " المدير", "probability": 0.84228515625}, {"start": 2003.04, "end": 2003.32, "word": " المالي", "probability": 0.9851888020833334}, {"start": 2003.32, "end": 2004.44, "word": " بيحلل", "probability": 0.82333984375}, {"start": 2004.44, "end": 2004.8, "word": " التقارير", "probability": 0.96337890625}, {"start": 2004.8, "end": 2005.26, "word": " المالية", "probability": 0.9954427083333334}, {"start": 2005.26, "end": 2005.7, "word": " عشان", "probability": 0.91650390625}, {"start": 2005.7, "end": 2005.88, "word": " هيك", "probability": 0.97900390625}, {"start": 2005.88, "end": 2006.06, "word": " السوق", "probability": 0.5232340494791666}, {"start": 2006.06, "end": 2006.32, "word": " قفت", "probability": 0.93505859375}, {"start": 2006.32, "end": 2006.52, "word": " أنا", "probability": 0.87353515625}, {"start": 2006.52, "end": 2007.66, "word": " المالية", "probability": 0.88720703125}, {"start": 2007.66, "end": 2008.22, "word": " كل", "probability": 0.953125}, {"start": 2008.22, "end": 2008.96, "word": " أقسام", "probability": 0.977294921875}, {"start": 2008.96, "end": 2009.88, "word": " إنهاسسة", "probability": 0.5598388671875}, {"start": 2009.88, "end": 2010.34, "word": " من", "probability": 0.892578125}, {"start": 2010.34, "end": 2011.22, "word": " تسويق", "probability": 0.9071044921875}, {"start": 2011.22, "end": 2011.64, "word": " وشغل", "probability": 0.7425537109375}, {"start": 2011.64, "end": 2011.96, "word": " مظهر", "probability": 0.577972412109375}, {"start": 2011.96, "end": 2013.42, "word": " وإنتاج", "probability": 0.846923828125}], "temperature": 1.0}, {"id": 80, "seek": 203406, "start": 2013.78, "end": 2034.06, "text": "ومالية وعلاقات عامة، اي قسم في المؤسسة يبقى بموازنته الخاصة، كل قسم بياخد الموازنة وبيعمل هشوفات قبل دوسار وبيعدها على شكل تقريب لغاية ما قصر الإدارة العامة، المدير العام، قبل ما قصر المدير العام يكون وصلها لمين؟ المدير المالي، واضح؟", "tokens": [2407, 2304, 6027, 10632, 4032, 3615, 15040, 4587, 9307, 6225, 10943, 3660, 12399, 1975, 1829, 12174, 38251, 8978, 9673, 33604, 3794, 3794, 3660, 7251, 3555, 4587, 7578, 4724, 2304, 2407, 31377, 1863, 47395, 33962, 33546, 3660, 12399, 28242, 12174, 38251, 4724, 1829, 47283, 3215, 9673, 2407, 31377, 1863, 3660, 4032, 21292, 25957, 1211, 8032, 8592, 38688, 9307, 12174, 36150, 11778, 41779, 9640, 4032, 21292, 22488, 11296, 15844, 13412, 28820, 6055, 4587, 16572, 3555, 5296, 17082, 995, 10632, 19446, 12174, 9381, 2288, 33688, 3215, 9640, 3660, 18863, 10943, 3660, 12399, 9673, 3215, 13546, 18863, 10943, 12399, 12174, 36150, 19446, 12174, 9381, 2288, 9673, 3215, 13546, 18863, 10943, 7251, 30544, 4032, 36520, 11296, 32767, 9957, 22807, 9673, 3215, 13546, 9673, 6027, 1829, 12399, 4032, 46958, 5016, 22807], "avg_logprob": -0.22953868444476808, "compression_ratio": 2.033333333333333, "no_speech_prob": 7.140636444091797e-05, "words": [{"start": 2013.78, "end": 2014.64, "word": "ومالية", "probability": 0.79931640625}, {"start": 2014.64, "end": 2015.56, "word": " وعلاقات", "probability": 0.8845703125}, {"start": 2015.56, "end": 2015.94, "word": " عامة،", "probability": 0.86236572265625}, {"start": 2015.94, "end": 2016.1, "word": " اي", "probability": 0.61328125}, {"start": 2016.1, "end": 2016.46, "word": " قسم", "probability": 0.988037109375}, {"start": 2016.46, "end": 2016.6, "word": " في", "probability": 0.93408203125}, {"start": 2016.6, "end": 2017.1, "word": " المؤسسة", "probability": 0.991796875}, {"start": 2017.1, "end": 2017.3, "word": " يبقى", "probability": 0.54693603515625}, {"start": 2017.3, "end": 2017.9, "word": " بموازنته", "probability": 0.758544921875}, {"start": 2017.9, "end": 2019.16, "word": " الخاصة،", "probability": 0.8897705078125}, {"start": 2019.16, "end": 2019.38, "word": " كل", "probability": 0.97021484375}, {"start": 2019.38, "end": 2019.88, "word": " قسم", "probability": 0.996826171875}, {"start": 2019.88, "end": 2020.88, "word": " بياخد", "probability": 0.9012451171875}, {"start": 2020.88, "end": 2021.64, "word": " الموازنة", "probability": 0.985546875}, {"start": 2021.64, "end": 2022.38, "word": " وبيعمل", "probability": 0.896240234375}, {"start": 2022.38, "end": 2023.04, "word": " هشوفات", "probability": 0.680694580078125}, {"start": 2023.04, "end": 2023.4, "word": " قبل", "probability": 0.5020751953125}, {"start": 2023.4, "end": 2023.92, "word": " دوسار", "probability": 0.677734375}, {"start": 2023.92, "end": 2025.14, "word": " وبيعدها", "probability": 0.7994384765625}, {"start": 2025.14, "end": 2025.3, "word": " على", "probability": 0.6494140625}, {"start": 2025.3, "end": 2025.5, "word": " شكل", "probability": 0.979736328125}, {"start": 2025.5, "end": 2026.04, "word": " تقريب", "probability": 0.8006591796875}, {"start": 2026.04, "end": 2026.3, "word": " لغاية", "probability": 0.9735107421875}, {"start": 2026.3, "end": 2026.44, "word": " ما", "probability": 0.92626953125}, {"start": 2026.44, "end": 2026.72, "word": " قصر", "probability": 0.4882405598958333}, {"start": 2026.72, "end": 2027.18, "word": " الإدارة", "probability": 0.9130859375}, {"start": 2027.18, "end": 2028.16, "word": " العامة،", "probability": 0.958251953125}, {"start": 2028.16, "end": 2028.44, "word": " المدير", "probability": 0.9305013020833334}, {"start": 2028.44, "end": 2029.14, "word": " العام،", "probability": 0.85986328125}, {"start": 2029.14, "end": 2029.44, "word": " قبل", "probability": 0.5927734375}, {"start": 2029.44, "end": 2029.58, "word": " ما", "probability": 0.986328125}, {"start": 2029.58, "end": 2029.82, "word": " قصر", "probability": 0.8863932291666666}, {"start": 2029.82, "end": 2030.08, "word": " المدير", "probability": 0.99169921875}, {"start": 2030.08, "end": 2030.34, "word": " العام", "probability": 0.995849609375}, {"start": 2030.34, "end": 2030.6, "word": " يكون", "probability": 0.665771484375}, {"start": 2030.6, "end": 2031.1, "word": " وصلها", "probability": 0.7789713541666666}, {"start": 2031.1, "end": 2031.54, "word": " لمين؟", "probability": 0.8365885416666666}, {"start": 2031.54, "end": 2031.8, "word": " المدير", "probability": 0.9781901041666666}, {"start": 2031.8, "end": 2033.26, "word": " المالي،", "probability": 0.976806640625}, {"start": 2033.26, "end": 2034.06, "word": " واضح؟", "probability": 0.777191162109375}], "temperature": 1.0}, {"id": 81, "seek": 206355, "start": 2034.67, "end": 2063.55, "text": "إذا ال .. الواضح أنه الامور المالية شغل نفسها كله، في كل .. في كل نفس الموظف نفسه عنه، كل القصة معاكمة، موظف .. موظف .. موظف نفسه عناش، الأمور مالية، بعض الموظف مثلا مؤسسات، احنا مثلا عندنا في الجامعة، بدنا نشتغل قوة ترسية للكلية، مش احنا من دور المشتغل، طبعا لأ، بنبعت لمشتغيات، قصم المشتغيات، احنا بدنا قوة ترسية كذا، وهم بيبعتوا لدنالية، هذه بيسميها مركزية المالية", "tokens": [28814, 15730, 2423, 4386, 2423, 2407, 46958, 5016, 14739, 3224, 2423, 10943, 13063, 9673, 6027, 10632, 13412, 17082, 1211, 8717, 36178, 11296, 28242, 3224, 12399, 8978, 28242, 4386, 8978, 28242, 8717, 36178, 9673, 2407, 19913, 5172, 8717, 36178, 3224, 18871, 3224, 12399, 28242, 25062, 9381, 3660, 20449, 995, 24793, 3660, 12399, 3714, 2407, 19913, 5172, 4386, 3714, 2407, 19913, 5172, 4386, 3714, 2407, 19913, 5172, 8717, 36178, 3224, 18871, 33599, 12399, 16247, 2304, 13063, 3714, 6027, 10632, 12399, 45030, 11242, 9673, 2407, 19913, 5172, 50113, 15040, 3714, 33604, 3794, 3794, 9307, 12399, 1975, 5016, 8315, 50113, 15040, 43242, 8315, 8978, 25724, 10943, 27884, 12399, 47525, 8315, 8717, 8592, 2655, 17082, 1211, 12174, 2407, 3660, 6055, 2288, 3794, 10632, 24976, 28820, 10632, 12399, 37893, 1975, 5016, 8315, 9154, 11778, 13063, 9673, 8592, 2655, 17082, 1211, 12399, 23032, 3555, 3615, 995, 5296, 10721, 12399, 44945, 3555, 34268, 5296, 2304, 8592, 2655, 17082, 1829, 9307, 12399, 12174, 9381, 2304, 9673, 8592, 2655, 17082, 1829, 9307, 12399, 1975, 5016, 8315, 47525, 8315, 12174, 2407, 3660, 6055, 2288, 3794, 10632, 9122, 15730, 12399, 4032, 16095, 4724, 1829, 3555, 34268, 14407, 5296, 3215, 1863, 6027, 10632, 12399, 29538, 4724, 1829, 38251, 1829, 11296, 3714, 31747, 11622, 10632, 9673, 6027, 10632], "avg_logprob": -0.2432926776932507, "compression_ratio": 2.3620071684587813, "no_speech_prob": 8.702278137207031e-06, "words": [{"start": 2034.67, "end": 2035.01, "word": "إذا", "probability": 0.6766357421875}, {"start": 2035.01, "end": 2035.67, "word": " ال", "probability": 0.951171875}, {"start": 2035.67, "end": 2035.67, "word": " ..", "probability": 0.3662109375}, {"start": 2035.67, "end": 2036.17, "word": " الواضح", "probability": 0.8946533203125}, {"start": 2036.17, "end": 2036.39, "word": " أنه", "probability": 0.63818359375}, {"start": 2036.39, "end": 2036.63, "word": " الامور", "probability": 0.69677734375}, {"start": 2036.63, "end": 2036.97, "word": " المالية", "probability": 0.9915364583333334}, {"start": 2036.97, "end": 2037.27, "word": " شغل", "probability": 0.8673502604166666}, {"start": 2037.27, "end": 2037.77, "word": " نفسها", "probability": 0.5462239583333334}, {"start": 2037.77, "end": 2038.09, "word": " كله،", "probability": 0.7103678385416666}, {"start": 2038.09, "end": 2038.19, "word": " في", "probability": 0.681640625}, {"start": 2038.19, "end": 2038.31, "word": " كل", "probability": 0.82861328125}, {"start": 2038.31, "end": 2038.43, "word": " ..", "probability": 0.583984375}, {"start": 2038.43, "end": 2038.45, "word": " في", "probability": 0.96923828125}, {"start": 2038.45, "end": 2038.71, "word": " كل", "probability": 0.955078125}, {"start": 2038.71, "end": 2038.99, "word": " نفس", "probability": 0.88623046875}, {"start": 2038.99, "end": 2039.47, "word": " الموظف", "probability": 0.8248291015625}, {"start": 2039.47, "end": 2039.73, "word": " نفسه", "probability": 0.8714192708333334}, {"start": 2039.73, "end": 2040.15, "word": " عنه،", "probability": 0.6863606770833334}, {"start": 2040.15, "end": 2040.35, "word": " كل", "probability": 0.56103515625}, {"start": 2040.35, "end": 2040.67, "word": " القصة", "probability": 0.6053873697916666}, {"start": 2040.67, "end": 2041.59, "word": " معاكمة،", "probability": 0.6755859375}, {"start": 2041.59, "end": 2042.01, "word": " موظف", "probability": 0.855224609375}, {"start": 2042.01, "end": 2042.15, "word": " ..", "probability": 0.78076171875}, {"start": 2042.15, "end": 2042.67, "word": " موظف", "probability": 0.9677734375}, {"start": 2042.67, "end": 2042.67, "word": " ..", "probability": 0.6044921875}, {"start": 2042.67, "end": 2043.15, "word": " موظف", "probability": 0.9666748046875}, {"start": 2043.15, "end": 2043.41, "word": " نفسه", "probability": 0.9832356770833334}, {"start": 2043.41, "end": 2044.53, "word": " عناش،", "probability": 0.7168782552083334}, {"start": 2044.53, "end": 2044.79, "word": " الأمور", "probability": 0.810791015625}, {"start": 2044.79, "end": 2045.17, "word": " مالية،", "probability": 0.8660888671875}, {"start": 2045.17, "end": 2045.43, "word": " بعض", "probability": 0.941162109375}, {"start": 2045.43, "end": 2045.91, "word": " الموظف", "probability": 0.9931640625}, {"start": 2045.91, "end": 2046.21, "word": " مثلا", "probability": 0.62744140625}, {"start": 2046.21, "end": 2048.39, "word": " مؤسسات،", "probability": 0.7452392578125}, {"start": 2048.39, "end": 2048.59, "word": " احنا", "probability": 0.86328125}, {"start": 2048.59, "end": 2048.83, "word": " مثلا", "probability": 0.7890625}, {"start": 2048.83, "end": 2049.09, "word": " عندنا", "probability": 0.7330322265625}, {"start": 2049.09, "end": 2049.19, "word": " في", "probability": 0.9677734375}, {"start": 2049.19, "end": 2050.23, "word": " الجامعة،", "probability": 0.90380859375}, {"start": 2050.23, "end": 2050.71, "word": " بدنا", "probability": 0.9521484375}, {"start": 2050.71, "end": 2051.07, "word": " نشتغل", "probability": 0.9916015625}, {"start": 2051.07, "end": 2051.29, "word": " قوة", "probability": 0.6018880208333334}, {"start": 2051.29, "end": 2051.71, "word": " ترسية", "probability": 0.69293212890625}, {"start": 2051.71, "end": 2052.83, "word": " للكلية،", "probability": 0.75341796875}, {"start": 2052.83, "end": 2053.01, "word": " مش", "probability": 0.96337890625}, {"start": 2053.01, "end": 2053.25, "word": " احنا", "probability": 0.9405924479166666}, {"start": 2053.25, "end": 2053.39, "word": " من", "probability": 0.312255859375}, {"start": 2053.39, "end": 2053.51, "word": " دور", "probability": 0.5850830078125}, {"start": 2053.51, "end": 2053.95, "word": " المشتغل،", "probability": 0.8251139322916666}, {"start": 2053.95, "end": 2054.07, "word": " طبعا", "probability": 0.9910888671875}, {"start": 2054.07, "end": 2054.97, "word": " لأ،", "probability": 0.7853190104166666}, {"start": 2054.97, "end": 2055.55, "word": " بنبعت", "probability": 0.84423828125}, {"start": 2055.55, "end": 2056.81, "word": " لمشتغيات،", "probability": 0.9173583984375}, {"start": 2056.81, "end": 2057.07, "word": " قصم", "probability": 0.7579752604166666}, {"start": 2057.07, "end": 2057.75, "word": " المشتغيات،", "probability": 0.9543805803571429}, {"start": 2057.75, "end": 2057.89, "word": " احنا", "probability": 0.96728515625}, {"start": 2057.89, "end": 2058.19, "word": " بدنا", "probability": 0.788330078125}, {"start": 2058.19, "end": 2058.41, "word": " قوة", "probability": 0.984375}, {"start": 2058.41, "end": 2058.81, "word": " ترسية", "probability": 0.9959716796875}, {"start": 2058.81, "end": 2059.83, "word": " كذا،", "probability": 0.8556315104166666}, {"start": 2059.83, "end": 2060.23, "word": " وهم", "probability": 0.51043701171875}, {"start": 2060.23, "end": 2060.83, "word": " بيبعتوا", "probability": 0.9001953125}, {"start": 2060.83, "end": 2061.59, "word": " لدنالية،", "probability": 0.7411295572916666}, {"start": 2061.59, "end": 2061.81, "word": " هذه", "probability": 0.25634765625}, {"start": 2061.81, "end": 2062.23, "word": " بيسميها", "probability": 0.719921875}, {"start": 2062.23, "end": 2062.91, "word": " مركزية", "probability": 0.9725341796875}, {"start": 2062.91, "end": 2063.55, "word": " المالية", "probability": 0.9513346354166666}], "temperature": 1.0}, {"id": 82, "seek": 208601, "start": 2064.35, "end": 2086.01, "text": "مركزية، واضح؟ لكن في شغلات بسيطة مثلا، لنشتري مثلا درع، هذا من الموازنة دي كلية، لكن آخر الصفة المالية سواء أنت شريتي من المركزية أو شريتي منه كله لازم ياخدش فيه صندوق قطط ودفع وتقاريز مالية كاملة، عشان هيك الشخص اللي بتشتغل في الموضوع المالي أول حاجة بتحطها بين عينيه السمعة", "tokens": [2304, 31747, 11622, 10632, 12399, 4032, 46958, 5016, 22807, 44381, 8978, 13412, 17082, 1211, 9307, 4724, 3794, 1829, 9566, 3660, 50113, 15040, 12399, 5296, 1863, 8592, 2655, 16572, 50113, 15040, 11778, 2288, 3615, 12399, 23758, 9154, 9673, 2407, 31377, 1863, 3660, 11778, 1829, 28242, 10632, 12399, 44381, 19753, 34740, 31767, 5172, 3660, 9673, 6027, 10632, 8608, 2407, 16606, 14739, 2655, 13412, 16572, 31371, 9154, 9673, 31747, 11622, 10632, 34051, 13412, 16572, 31371, 9154, 3224, 28242, 3224, 5296, 31377, 2304, 7251, 47283, 3215, 8592, 8978, 3224, 20328, 41260, 30543, 12174, 9566, 9566, 4032, 3215, 5172, 3615, 4032, 2655, 4587, 9640, 1829, 11622, 3714, 6027, 10632, 9122, 10943, 37977, 12399, 6225, 8592, 7649, 39896, 4117, 25124, 9778, 9381, 13672, 1829, 39894, 8592, 2655, 17082, 1211, 8978, 9673, 2407, 11242, 45367, 9673, 6027, 1829, 5551, 12610, 11331, 26108, 3660, 39894, 5016, 9566, 11296, 49374, 6225, 9957, 1829, 3224, 21136, 2304, 27884], "avg_logprob": -0.21466023969970294, "compression_ratio": 1.9083969465648856, "no_speech_prob": 4.887580871582031e-06, "words": [{"start": 2064.3500000000004, "end": 2065.03, "word": "مركزية،", "probability": 0.77119140625}, {"start": 2065.03, "end": 2065.69, "word": " واضح؟", "probability": 0.966064453125}, {"start": 2065.69, "end": 2065.99, "word": " لكن", "probability": 0.83740234375}, {"start": 2065.99, "end": 2066.21, "word": " في", "probability": 0.91796875}, {"start": 2066.21, "end": 2066.59, "word": " شغلات", "probability": 0.8763427734375}, {"start": 2066.59, "end": 2067.21, "word": " بسيطة", "probability": 0.99169921875}, {"start": 2067.21, "end": 2068.27, "word": " مثلا،", "probability": 0.8634440104166666}, {"start": 2068.27, "end": 2068.89, "word": " لنشتري", "probability": 0.732763671875}, {"start": 2068.89, "end": 2069.21, "word": " مثلا", "probability": 0.97998046875}, {"start": 2069.21, "end": 2070.65, "word": " درع،", "probability": 0.754638671875}, {"start": 2070.65, "end": 2070.89, "word": " هذا", "probability": 0.80517578125}, {"start": 2070.89, "end": 2071.03, "word": " من", "probability": 0.96337890625}, {"start": 2071.03, "end": 2071.57, "word": " الموازنة", "probability": 0.91728515625}, {"start": 2071.57, "end": 2071.65, "word": " دي", "probability": 0.77197265625}, {"start": 2071.65, "end": 2072.63, "word": " كلية،", "probability": 0.7318522135416666}, {"start": 2072.63, "end": 2072.85, "word": " لكن", "probability": 0.9765625}, {"start": 2072.85, "end": 2073.25, "word": " آخر", "probability": 0.7083740234375}, {"start": 2073.25, "end": 2073.53, "word": " الصفة", "probability": 0.5315348307291666}, {"start": 2073.53, "end": 2074.09, "word": " المالية", "probability": 0.9943033854166666}, {"start": 2074.09, "end": 2074.51, "word": " سواء", "probability": 0.875}, {"start": 2074.51, "end": 2074.79, "word": " أنت", "probability": 0.722412109375}, {"start": 2074.79, "end": 2075.21, "word": " شريتي", "probability": 0.6818033854166666}, {"start": 2075.21, "end": 2075.33, "word": " من", "probability": 0.98388671875}, {"start": 2075.33, "end": 2076.13, "word": " المركزية", "probability": 0.9697265625}, {"start": 2076.13, "end": 2076.65, "word": " أو", "probability": 0.93212890625}, {"start": 2076.65, "end": 2076.99, "word": " شريتي", "probability": 0.9886067708333334}, {"start": 2076.99, "end": 2077.23, "word": " منه", "probability": 0.7880859375}, {"start": 2077.23, "end": 2077.59, "word": " كله", "probability": 0.84033203125}, {"start": 2077.59, "end": 2077.85, "word": " لازم", "probability": 0.9080403645833334}, {"start": 2077.85, "end": 2078.19, "word": " ياخدش", "probability": 0.76513671875}, {"start": 2078.19, "end": 2078.39, "word": " فيه", "probability": 0.8671875}, {"start": 2078.39, "end": 2078.63, "word": " صندوق", "probability": 0.8430989583333334}, {"start": 2078.63, "end": 2079.05, "word": " قطط", "probability": 0.5933430989583334}, {"start": 2079.05, "end": 2079.57, "word": " ودفع", "probability": 0.8485107421875}, {"start": 2079.57, "end": 2080.49, "word": " وتقاريز", "probability": 0.61962890625}, {"start": 2080.49, "end": 2080.81, "word": " مالية", "probability": 0.9646809895833334}, {"start": 2080.81, "end": 2081.97, "word": " كاملة،", "probability": 0.9442138671875}, {"start": 2081.97, "end": 2082.25, "word": " عشان", "probability": 0.9781901041666666}, {"start": 2082.25, "end": 2082.43, "word": " هيك", "probability": 0.974853515625}, {"start": 2082.43, "end": 2082.77, "word": " الشخص", "probability": 0.9910481770833334}, {"start": 2082.77, "end": 2082.85, "word": " اللي", "probability": 0.911865234375}, {"start": 2082.85, "end": 2083.25, "word": " بتشتغل", "probability": 0.887548828125}, {"start": 2083.25, "end": 2083.33, "word": " في", "probability": 0.9306640625}, {"start": 2083.33, "end": 2083.55, "word": " الموضوع", "probability": 0.85693359375}, {"start": 2083.55, "end": 2083.91, "word": " المالي", "probability": 0.9171549479166666}, {"start": 2083.91, "end": 2084.29, "word": " أول", "probability": 0.8916015625}, {"start": 2084.29, "end": 2084.63, "word": " حاجة", "probability": 0.9972330729166666}, {"start": 2084.63, "end": 2085.13, "word": " بتحطها", "probability": 0.7735595703125}, {"start": 2085.13, "end": 2085.31, "word": " بين", "probability": 0.9609375}, {"start": 2085.31, "end": 2085.59, "word": " عينيه", "probability": 0.8653564453125}, {"start": 2085.59, "end": 2086.01, "word": " السمعة", "probability": 0.5122884114583334}], "temperature": 1.0}, {"id": 83, "seek": 210636, "start": 2087.22, "end": 2106.36, "text": "السمنة ده جاي من أمانة، يعني اذا ما كنت اشتغل في شركة لو نص شجر، نص شجر في نص شجر، قعدك فيه سنة تدفع، نص شجر جيبنا فيه مصاص غسلجة، مافيش إيش، لإنه نص على نص على نص حقيقي هتنسقلي، فالإنسان لما يشتغل مواد السمنة ده وانت حاجة، السمنة ده أصمت، وعندها تتفضل", "tokens": [6027, 3794, 27842, 3660, 11778, 3224, 10874, 47302, 9154, 5551, 2304, 7649, 3660, 12399, 37495, 22653, 1975, 15730, 19446, 9122, 29399, 1975, 8592, 2655, 17082, 1211, 8978, 13412, 31747, 3660, 45164, 8717, 9381, 13412, 7435, 2288, 12399, 8717, 9381, 13412, 7435, 2288, 8978, 8717, 9381, 13412, 7435, 2288, 12399, 12174, 22488, 4117, 8978, 3224, 8608, 1863, 3660, 6055, 3215, 5172, 3615, 12399, 8717, 9381, 13412, 7435, 2288, 10874, 1829, 3555, 8315, 8978, 3224, 3714, 9381, 33546, 32771, 3794, 1211, 7435, 3660, 12399, 19446, 41185, 8592, 11933, 1829, 8592, 12399, 5296, 28814, 1863, 3224, 8717, 9381, 15844, 8717, 9381, 15844, 8717, 9381, 11331, 38436, 38436, 8032, 2655, 1863, 3794, 4587, 20292, 12399, 6156, 6027, 28814, 1863, 3794, 7649, 5296, 15042, 7251, 8592, 2655, 17082, 1211, 3714, 14407, 3215, 21136, 27842, 3660, 11778, 3224, 4032, 7649, 2655, 11331, 26108, 3660, 12399, 21136, 27842, 3660, 11778, 3224, 5551, 9381, 2304, 2655, 12399, 4032, 3615, 41260, 11296, 6055, 2655, 5172, 11242, 1211], "avg_logprob": -0.3496462312884301, "compression_ratio": 2.0452488687782804, "no_speech_prob": 1.9550323486328125e-05, "words": [{"start": 2087.22, "end": 2087.74, "word": "السمنة", "probability": 0.55010986328125}, {"start": 2087.74, "end": 2087.94, "word": " ده", "probability": 0.6998291015625}, {"start": 2087.94, "end": 2088.14, "word": " جاي", "probability": 0.866943359375}, {"start": 2088.14, "end": 2088.28, "word": " من", "probability": 0.98681640625}, {"start": 2088.28, "end": 2088.82, "word": " أمانة،", "probability": 0.80615234375}, {"start": 2088.82, "end": 2088.94, "word": " يعني", "probability": 0.834716796875}, {"start": 2088.94, "end": 2089.08, "word": " اذا", "probability": 0.435546875}, {"start": 2089.08, "end": 2089.42, "word": " ما", "probability": 0.1968994140625}, {"start": 2089.42, "end": 2089.62, "word": " كنت", "probability": 0.837890625}, {"start": 2089.62, "end": 2089.96, "word": " اشتغل", "probability": 0.8232666015625}, {"start": 2089.96, "end": 2090.06, "word": " في", "probability": 0.8466796875}, {"start": 2090.06, "end": 2090.46, "word": " شركة", "probability": 0.9645182291666666}, {"start": 2090.46, "end": 2090.64, "word": " لو", "probability": 0.68310546875}, {"start": 2090.64, "end": 2091.0, "word": " نص", "probability": 0.987548828125}, {"start": 2091.0, "end": 2091.6, "word": " شجر،", "probability": 0.605926513671875}, {"start": 2091.6, "end": 2091.78, "word": " نص", "probability": 0.98681640625}, {"start": 2091.78, "end": 2092.02, "word": " شجر", "probability": 0.9915364583333334}, {"start": 2092.02, "end": 2092.18, "word": " في", "probability": 0.157470703125}, {"start": 2092.18, "end": 2092.36, "word": " نص", "probability": 0.787353515625}, {"start": 2092.36, "end": 2093.12, "word": " شجر،", "probability": 0.9229736328125}, {"start": 2093.12, "end": 2093.46, "word": " قعدك", "probability": 0.5860188802083334}, {"start": 2093.46, "end": 2093.68, "word": " فيه", "probability": 0.950927734375}, {"start": 2093.68, "end": 2093.88, "word": " سنة", "probability": 0.8294270833333334}, {"start": 2093.88, "end": 2095.46, "word": " تدفع،", "probability": 0.725830078125}, {"start": 2095.46, "end": 2096.36, "word": " نص", "probability": 0.727294921875}, {"start": 2096.36, "end": 2096.78, "word": " شجر", "probability": 0.9762369791666666}, {"start": 2096.78, "end": 2097.14, "word": " جيبنا", "probability": 0.857421875}, {"start": 2097.14, "end": 2097.34, "word": " فيه", "probability": 0.775634765625}, {"start": 2097.34, "end": 2097.68, "word": " مصاص", "probability": 0.4653727213541667}, {"start": 2097.68, "end": 2098.28, "word": " غسلجة،", "probability": 0.7305094401041666}, {"start": 2098.28, "end": 2098.56, "word": " مافيش", "probability": 0.9140625}, {"start": 2098.56, "end": 2098.96, "word": " إيش،", "probability": 0.529327392578125}, {"start": 2098.96, "end": 2099.22, "word": " لإنه", "probability": 0.7657470703125}, {"start": 2099.22, "end": 2099.46, "word": " نص", "probability": 0.992919921875}, {"start": 2099.46, "end": 2099.58, "word": " على", "probability": 0.626953125}, {"start": 2099.58, "end": 2099.76, "word": " نص", "probability": 0.997314453125}, {"start": 2099.76, "end": 2099.92, "word": " على", "probability": 0.92578125}, {"start": 2099.92, "end": 2100.1, "word": " نص", "probability": 0.99755859375}, {"start": 2100.1, "end": 2100.4, "word": " حقيقي", "probability": 0.6398111979166666}, {"start": 2100.4, "end": 2101.66, "word": " هتنسقلي،", "probability": 0.6593540736607143}, {"start": 2101.66, "end": 2102.3, "word": " فالإنسان", "probability": 0.9619954427083334}, {"start": 2102.3, "end": 2102.48, "word": " لما", "probability": 0.96044921875}, {"start": 2102.48, "end": 2102.82, "word": " يشتغل", "probability": 0.9703125}, {"start": 2102.82, "end": 2103.08, "word": " مواد", "probability": 0.5443522135416666}, {"start": 2103.08, "end": 2103.44, "word": " السمنة", "probability": 0.9890950520833334}, {"start": 2103.44, "end": 2103.56, "word": " ده", "probability": 0.712646484375}, {"start": 2103.56, "end": 2103.76, "word": " وانت", "probability": 0.4073486328125}, {"start": 2103.76, "end": 2104.16, "word": " حاجة،", "probability": 0.961669921875}, {"start": 2104.16, "end": 2104.42, "word": " السمنة", "probability": 0.9786783854166666}, {"start": 2104.42, "end": 2104.52, "word": " ده", "probability": 0.83837890625}, {"start": 2104.52, "end": 2105.36, "word": " أصمت،", "probability": 0.650830078125}, {"start": 2105.36, "end": 2105.94, "word": " وعندها", "probability": 0.505523681640625}, {"start": 2105.94, "end": 2106.36, "word": " تتفضل", "probability": 0.5451171875}], "temperature": 1.0}, {"id": 84, "seek": 213554, "start": 2106.98, "end": 2135.54, "text": "المحاسب هو اللي بيقوم بعداد تقرير المالية تمام؟ هو اللي بدفع وبياخد الفلوس و الإيرادات وكل إشي لكن .. لا يا دكتور .. لكن .. المحاسب بعد تقارير المالية ما يتعلق بتقارير المالية كلها من ضمنها .. من ضمنها اللي هي الدفترة المحاسبية بالنسبة لي أما المدير المالي هو من يقوم بتحليل هذه التقارير المالية تقييم تحليلها و تقييمها أه؟ وشاشة عين الشاشة كل قسم المال", "tokens": [45340, 5016, 32277, 3555, 31439, 13672, 1829, 4724, 1829, 4587, 20498, 45030, 3215, 18513, 6055, 4587, 2288, 13546, 9673, 6027, 10632, 46811, 10943, 22807, 31439, 13672, 1829, 47525, 5172, 3615, 4032, 21292, 47283, 3215, 27188, 1211, 41779, 4032, 33688, 13546, 18513, 9307, 4032, 28820, 11933, 8592, 1829, 44381, 4386, 20193, 35186, 11778, 4117, 2655, 13063, 4386, 44381, 4386, 9673, 5016, 32277, 3555, 4724, 22488, 6055, 4587, 9640, 13546, 9673, 6027, 10632, 19446, 7251, 2655, 30241, 4587, 39894, 4587, 9640, 13546, 9673, 6027, 10632, 28242, 11296, 9154, 48812, 27842, 11296, 4386, 9154, 48812, 27842, 11296, 13672, 1829, 39896, 32748, 5172, 2655, 25720, 9673, 5016, 32277, 3555, 10632, 20666, 1863, 35457, 3660, 32239, 5551, 15042, 9673, 3215, 13546, 9673, 6027, 1829, 31439, 9154, 7251, 4587, 20498, 39894, 5016, 20292, 1211, 29538, 16712, 4587, 9640, 13546, 9673, 6027, 10632, 6055, 38436, 32640, 6055, 5016, 20292, 1211, 11296, 4032, 6055, 38436, 32640, 11296, 5551, 3224, 22807, 4032, 8592, 33599, 3660, 6225, 9957, 25124, 33599, 3660, 28242, 12174, 38251, 9673, 6027], "avg_logprob": -0.21650449440864747, "compression_ratio": 2.425287356321839, "no_speech_prob": 1.1622905731201172e-05, "words": [{"start": 2106.98, "end": 2107.56, "word": "المحاسب", "probability": 0.9580078125}, {"start": 2107.56, "end": 2107.64, "word": " هو", "probability": 0.9873046875}, {"start": 2107.64, "end": 2107.74, "word": " اللي", "probability": 0.86865234375}, {"start": 2107.74, "end": 2107.9, "word": " بيقوم", "probability": 0.84765625}, {"start": 2107.9, "end": 2108.16, "word": " بعداد", "probability": 0.765869140625}, {"start": 2108.16, "end": 2108.44, "word": " تقرير", "probability": 0.8099365234375}, {"start": 2108.44, "end": 2108.84, "word": " المالية", "probability": 0.9890950520833334}, {"start": 2108.84, "end": 2109.38, "word": " تمام؟", "probability": 0.7862955729166666}, {"start": 2109.38, "end": 2109.74, "word": " هو", "probability": 0.955078125}, {"start": 2109.74, "end": 2110.02, "word": " اللي", "probability": 0.96923828125}, {"start": 2110.02, "end": 2110.5, "word": " بدفع", "probability": 0.78369140625}, {"start": 2110.5, "end": 2110.96, "word": " وبياخد", "probability": 0.88134765625}, {"start": 2110.96, "end": 2111.3, "word": " الفلوس", "probability": 0.9562174479166666}, {"start": 2111.3, "end": 2111.4, "word": " و", "probability": 0.6328125}, {"start": 2111.4, "end": 2111.64, "word": " الإيرادات", "probability": 0.72479248046875}, {"start": 2111.64, "end": 2111.84, "word": " وكل", "probability": 0.90625}, {"start": 2111.84, "end": 2112.14, "word": " إشي", "probability": 0.7584635416666666}, {"start": 2112.14, "end": 2112.18, "word": " لكن", "probability": 0.3876953125}, {"start": 2112.18, "end": 2112.54, "word": " ..", "probability": 0.60986328125}, {"start": 2112.54, "end": 2113.3, "word": " لا", "probability": 0.352783203125}, {"start": 2113.3, "end": 2113.46, "word": " يا", "probability": 0.9853515625}, {"start": 2113.46, "end": 2113.84, "word": " دكتور", "probability": 0.9866943359375}, {"start": 2113.84, "end": 2114.56, "word": " ..", "probability": 0.5}, {"start": 2114.56, "end": 2114.7, "word": " لكن", "probability": 0.408447265625}, {"start": 2114.7, "end": 2114.7, "word": " ..", "probability": 0.59814453125}, {"start": 2114.7, "end": 2115.54, "word": " المحاسب", "probability": 0.9134521484375}, {"start": 2115.54, "end": 2116.32, "word": " بعد", "probability": 0.34765625}, {"start": 2116.32, "end": 2116.86, "word": " تقارير", "probability": 0.74951171875}, {"start": 2116.86, "end": 2117.32, "word": " المالية", "probability": 0.9959309895833334}, {"start": 2117.32, "end": 2118.6, "word": " ما", "probability": 0.35986328125}, {"start": 2118.6, "end": 2119.06, "word": " يتعلق", "probability": 0.9854736328125}, {"start": 2119.06, "end": 2119.44, "word": " بتقارير", "probability": 0.911865234375}, {"start": 2119.44, "end": 2119.8, "word": " المالية", "probability": 0.998046875}, {"start": 2119.8, "end": 2120.18, "word": " كلها", "probability": 0.951904296875}, {"start": 2120.18, "end": 2120.38, "word": " من", "probability": 0.8671875}, {"start": 2120.38, "end": 2120.8, "word": " ضمنها", "probability": 0.9954427083333334}, {"start": 2120.8, "end": 2121.88, "word": " ..", "probability": 0.5986328125}, {"start": 2121.88, "end": 2122.36, "word": " من", "probability": 0.8505859375}, {"start": 2122.36, "end": 2123.14, "word": " ضمنها", "probability": 0.99609375}, {"start": 2123.14, "end": 2123.46, "word": " اللي", "probability": 0.95654296875}, {"start": 2123.46, "end": 2123.68, "word": " هي", "probability": 0.92236328125}, {"start": 2123.68, "end": 2123.96, "word": " الدفترة", "probability": 0.87744140625}, {"start": 2123.96, "end": 2124.6, "word": " المحاسبية", "probability": 0.99150390625}, {"start": 2124.6, "end": 2125.46, "word": " بالنسبة", "probability": 0.9481201171875}, {"start": 2125.46, "end": 2125.62, "word": " لي", "probability": 0.708984375}, {"start": 2125.62, "end": 2126.18, "word": " أما", "probability": 0.878662109375}, {"start": 2126.18, "end": 2127.04, "word": " المدير", "probability": 0.9679361979166666}, {"start": 2127.04, "end": 2127.4, "word": " المالي", "probability": 0.9933268229166666}, {"start": 2127.4, "end": 2127.54, "word": " هو", "probability": 0.98583984375}, {"start": 2127.54, "end": 2127.68, "word": " من", "probability": 0.92626953125}, {"start": 2127.68, "end": 2128.0, "word": " يقوم", "probability": 0.9957682291666666}, {"start": 2128.0, "end": 2128.52, "word": " بتحليل", "probability": 0.9515380859375}, {"start": 2128.52, "end": 2128.82, "word": " هذه", "probability": 0.9814453125}, {"start": 2128.82, "end": 2129.24, "word": " التقارير", "probability": 0.9676513671875}, {"start": 2129.24, "end": 2129.76, "word": " المالية", "probability": 0.9778645833333334}, {"start": 2129.76, "end": 2129.9, "word": " تقييم", "probability": 0.7526041666666666}, {"start": 2129.9, "end": 2131.06, "word": " تحليلها", "probability": 0.90712890625}, {"start": 2131.06, "end": 2131.12, "word": " و", "probability": 0.822265625}, {"start": 2131.12, "end": 2131.46, "word": " تقييمها", "probability": 0.977294921875}, {"start": 2131.46, "end": 2131.9, "word": " أه؟", "probability": 0.5013427734375}, {"start": 2131.9, "end": 2132.54, "word": " وشاشة", "probability": 0.49188232421875}, {"start": 2132.54, "end": 2133.54, "word": " عين", "probability": 0.52880859375}, {"start": 2133.54, "end": 2134.04, "word": " الشاشة", "probability": 0.7872721354166666}, {"start": 2134.04, "end": 2134.84, "word": " كل", "probability": 0.309326171875}, {"start": 2134.84, "end": 2135.12, "word": " قسم", "probability": 0.966552734375}, {"start": 2135.12, "end": 2135.54, "word": " المال", "probability": 0.3404541015625}], "temperature": 1.0}, {"id": 85, "seek": 216216, "start": 2136.14, "end": 2162.16, "text": "فيه موازنة خاصة في تسريب الموازنة وإنتاج الموازنة وشغال الموظفين الموازنة في عندنا نوعين في عندنا أشياء مركزية لازم نجيبها للدائرة المالية لو مثلا احنا بدنا جرس كمبيوتر متحملش القسم المسئولي يروح يبعد للدائرة المالية يعني ياخد قرار ياخد شريات خلي بقى تسلسل بدنا جلم احنا بنشتريه و بنكتب ان احنا شرينا جلم فكل قسم بدى يعطينا تقوير مالي آخر السنة", "tokens": [41185, 3224, 3714, 2407, 31377, 1863, 3660, 16490, 33546, 3660, 8978, 6055, 3794, 16572, 3555, 9673, 2407, 31377, 1863, 3660, 4032, 28814, 29399, 26108, 9673, 2407, 31377, 1863, 3660, 4032, 8592, 17082, 6027, 9673, 2407, 19913, 5172, 9957, 9673, 2407, 31377, 1863, 3660, 8978, 43242, 8315, 8717, 45367, 9957, 8978, 43242, 8315, 5551, 8592, 1829, 16606, 3714, 31747, 11622, 10632, 5296, 31377, 2304, 8717, 7435, 1829, 3555, 11296, 24976, 3215, 16373, 25720, 9673, 6027, 10632, 45164, 50113, 15040, 1975, 5016, 8315, 47525, 8315, 10874, 2288, 3794, 9122, 2304, 21292, 35473, 2288, 44650, 35571, 1211, 8592, 25062, 38251, 9673, 3794, 19986, 12610, 1829, 7251, 32887, 5016, 7251, 3555, 22488, 24976, 3215, 16373, 25720, 9673, 6027, 10632, 37495, 22653, 7251, 47283, 3215, 12174, 2288, 9640, 7251, 47283, 3215, 13412, 16572, 9307, 16490, 20292, 4724, 4587, 7578, 6055, 3794, 1211, 3794, 1211, 47525, 8315, 10874, 19528, 1975, 5016, 8315, 44945, 8592, 2655, 16572, 3224, 4032, 44945, 4117, 2655, 3555, 16472, 1975, 5016, 8315, 13412, 16572, 8315, 10874, 19528, 6156, 28820, 12174, 38251, 47525, 7578, 37495, 9566, 1829, 8315, 6055, 4587, 2407, 13546, 3714, 6027, 1829, 19753, 34740, 21136, 1863, 3660], "avg_logprob": -0.2563164750946329, "compression_ratio": 2.25089605734767, "no_speech_prob": 1.3828277587890625e-05, "words": [{"start": 2136.14, "end": 2136.46, "word": "فيه", "probability": 0.809814453125}, {"start": 2136.46, "end": 2137.2, "word": " موازنة", "probability": 0.874951171875}, {"start": 2137.2, "end": 2137.58, "word": " خاصة", "probability": 0.96484375}, {"start": 2137.58, "end": 2137.7, "word": " في", "probability": 0.92822265625}, {"start": 2137.7, "end": 2138.22, "word": " تسريب", "probability": 0.8060302734375}, {"start": 2138.22, "end": 2138.86, "word": " الموازنة", "probability": 0.971875}, {"start": 2138.86, "end": 2139.32, "word": " وإنتاج", "probability": 0.77313232421875}, {"start": 2139.32, "end": 2139.92, "word": " الموازنة", "probability": 0.94482421875}, {"start": 2139.92, "end": 2140.5, "word": " وشغال", "probability": 0.521881103515625}, {"start": 2140.5, "end": 2140.86, "word": " الموظفين", "probability": 0.926953125}, {"start": 2140.86, "end": 2141.3, "word": " الموازنة", "probability": 0.9642578125}, {"start": 2141.3, "end": 2141.44, "word": " في", "probability": 0.440673828125}, {"start": 2141.44, "end": 2141.64, "word": " عندنا", "probability": 0.6063232421875}, {"start": 2141.64, "end": 2142.02, "word": " نوعين", "probability": 0.8561197916666666}, {"start": 2142.02, "end": 2142.5, "word": " في", "probability": 0.37451171875}, {"start": 2142.5, "end": 2142.8, "word": " عندنا", "probability": 0.874267578125}, {"start": 2142.8, "end": 2143.2, "word": " أشياء", "probability": 0.9854736328125}, {"start": 2143.2, "end": 2144.02, "word": " مركزية", "probability": 0.9896240234375}, {"start": 2144.02, "end": 2144.8, "word": " لازم", "probability": 0.9690755208333334}, {"start": 2144.8, "end": 2145.2, "word": " نجيبها", "probability": 0.9794921875}, {"start": 2145.2, "end": 2145.58, "word": " للدائرة", "probability": 0.6556396484375}, {"start": 2145.58, "end": 2146.04, "word": " المالية", "probability": 0.9899088541666666}, {"start": 2146.04, "end": 2147.08, "word": " لو", "probability": 0.5029296875}, {"start": 2147.08, "end": 2147.28, "word": " مثلا", "probability": 0.849365234375}, {"start": 2147.28, "end": 2147.42, "word": " احنا", "probability": 0.783935546875}, {"start": 2147.42, "end": 2147.64, "word": " بدنا", "probability": 0.781982421875}, {"start": 2147.64, "end": 2147.92, "word": " جرس", "probability": 0.7112630208333334}, {"start": 2147.92, "end": 2148.54, "word": " كمبيوتر", "probability": 0.85390625}, {"start": 2148.54, "end": 2149.9, "word": " متحملش", "probability": 0.7962646484375}, {"start": 2149.9, "end": 2150.24, "word": " القسم", "probability": 0.915771484375}, {"start": 2150.24, "end": 2150.76, "word": " المسئولي", "probability": 0.82333984375}, {"start": 2150.76, "end": 2151.06, "word": " يروح", "probability": 0.5843912760416666}, {"start": 2151.06, "end": 2151.3, "word": " يبعد", "probability": 0.67822265625}, {"start": 2151.3, "end": 2151.96, "word": " للدائرة", "probability": 0.8155517578125}, {"start": 2151.96, "end": 2152.4, "word": " المالية", "probability": 0.98779296875}, {"start": 2152.4, "end": 2152.62, "word": " يعني", "probability": 0.67529296875}, {"start": 2152.62, "end": 2152.9, "word": " ياخد", "probability": 0.94775390625}, {"start": 2152.9, "end": 2153.18, "word": " قرار", "probability": 0.9884440104166666}, {"start": 2153.18, "end": 2153.3, "word": " ياخد", "probability": 0.4643147786458333}, {"start": 2153.3, "end": 2153.64, "word": " شريات", "probability": 0.7327473958333334}, {"start": 2153.64, "end": 2153.88, "word": " خلي", "probability": 0.54217529296875}, {"start": 2153.88, "end": 2154.14, "word": " بقى", "probability": 0.7740885416666666}, {"start": 2154.14, "end": 2155.1, "word": " تسلسل", "probability": 0.90712890625}, {"start": 2155.1, "end": 2156.54, "word": " بدنا", "probability": 0.673095703125}, {"start": 2156.54, "end": 2156.84, "word": " جلم", "probability": 0.804443359375}, {"start": 2156.84, "end": 2157.08, "word": " احنا", "probability": 0.8614908854166666}, {"start": 2157.08, "end": 2157.6, "word": " بنشتريه", "probability": 0.790087890625}, {"start": 2157.6, "end": 2157.66, "word": " و", "probability": 0.82275390625}, {"start": 2157.66, "end": 2157.98, "word": " بنكتب", "probability": 0.887939453125}, {"start": 2157.98, "end": 2158.08, "word": " ان", "probability": 0.72607421875}, {"start": 2158.08, "end": 2158.2, "word": " احنا", "probability": 0.9690755208333334}, {"start": 2158.2, "end": 2158.52, "word": " شرينا", "probability": 0.8102213541666666}, {"start": 2158.52, "end": 2158.8, "word": " جلم", "probability": 0.929443359375}, {"start": 2158.8, "end": 2160.02, "word": " فكل", "probability": 0.501708984375}, {"start": 2160.02, "end": 2160.34, "word": " قسم", "probability": 0.99462890625}, {"start": 2160.34, "end": 2160.54, "word": " بدى", "probability": 0.3216552734375}, {"start": 2160.54, "end": 2160.86, "word": " يعطينا", "probability": 0.841796875}, {"start": 2160.86, "end": 2161.22, "word": " تقوير", "probability": 0.744873046875}, {"start": 2161.22, "end": 2161.54, "word": " مالي", "probability": 0.90380859375}, {"start": 2161.54, "end": 2161.78, "word": " آخر", "probability": 0.61773681640625}, {"start": 2161.78, "end": 2162.16, "word": " السنة", "probability": 0.98291015625}], "temperature": 1.0}, {"id": 86, "seek": 218671, "start": 2162.99, "end": 2186.71, "text": "طب المحاسب مش هيساوي، المحاسب عنده الدفاتر المحاسبية، اللي هي الموازنات والميزانيات تبعت الشغل ككل، طب لما يكون عندنا برنامج، احنا محاسبة، مركزي، أي حركة صير تظهر عنده، تظهر عند المدير المال، واضح؟ واضحة العيدة، طب المدير المال مش هيساوي، هو هيقيم، يدرس التقدر المالي اللي اجت ويشوف، ونخلن، ممكن نتقلن أو ممكن نزيده", "tokens": [9566, 3555, 9673, 5016, 32277, 3555, 37893, 39896, 3794, 995, 45865, 12399, 9673, 5016, 32277, 3555, 43242, 3224, 32748, 5172, 9307, 2288, 9673, 5016, 32277, 3555, 10632, 12399, 13672, 1829, 39896, 9673, 2407, 31377, 8315, 2655, 16070, 2304, 1829, 11622, 7649, 1829, 9307, 6055, 3555, 34268, 25124, 17082, 1211, 9122, 28820, 12399, 23032, 3555, 5296, 15042, 7251, 30544, 43242, 8315, 4724, 2288, 8315, 2304, 7435, 12399, 1975, 5016, 8315, 3714, 5016, 32277, 49401, 12399, 3714, 31747, 11622, 1829, 12399, 36632, 11331, 31747, 3660, 20328, 13546, 6055, 19913, 3224, 2288, 43242, 3224, 12399, 6055, 19913, 3224, 2288, 43242, 9673, 3215, 13546, 9673, 6027, 12399, 4032, 46958, 5016, 22807, 4032, 46958, 5016, 3660, 18863, 25708, 3660, 12399, 23032, 3555, 9673, 3215, 13546, 9673, 6027, 37893, 39896, 3794, 995, 45865, 12399, 31439, 39896, 4587, 32640, 12399, 7251, 3215, 2288, 3794, 16712, 28543, 2288, 9673, 6027, 1829, 13672, 1829, 1975, 7435, 2655, 4032, 1829, 8592, 38688, 12399, 4032, 1863, 9778, 1211, 1863, 12399, 3714, 43020, 8717, 2655, 4587, 1211, 1863, 34051, 3714, 43020, 8717, 11622, 25708, 3224], "avg_logprob": -0.2279094765069841, "compression_ratio": 2.2627450980392156, "no_speech_prob": 5.9545040130615234e-05, "words": [{"start": 2162.99, "end": 2163.21, "word": "طب", "probability": 0.6143798828125}, {"start": 2163.21, "end": 2163.65, "word": " المحاسب", "probability": 0.984375}, {"start": 2163.65, "end": 2163.79, "word": " مش", "probability": 0.5390625}, {"start": 2163.79, "end": 2164.09, "word": " هيساوي،", "probability": 0.68349609375}, {"start": 2164.09, "end": 2164.55, "word": " المحاسب", "probability": 0.9908447265625}, {"start": 2164.55, "end": 2164.89, "word": " عنده", "probability": 0.9912109375}, {"start": 2164.89, "end": 2165.65, "word": " الدفاتر", "probability": 0.8577880859375}, {"start": 2165.65, "end": 2167.03, "word": " المحاسبية،", "probability": 0.9273274739583334}, {"start": 2167.03, "end": 2167.09, "word": " اللي", "probability": 0.892822265625}, {"start": 2167.09, "end": 2167.17, "word": " هي", "probability": 0.94384765625}, {"start": 2167.17, "end": 2167.91, "word": " الموازنات", "probability": 0.87666015625}, {"start": 2167.91, "end": 2168.75, "word": " والميزانيات", "probability": 0.8687918526785714}, {"start": 2168.75, "end": 2169.25, "word": " تبعت", "probability": 0.8113606770833334}, {"start": 2169.25, "end": 2169.85, "word": " الشغل", "probability": 0.9767252604166666}, {"start": 2169.85, "end": 2170.89, "word": " ككل،", "probability": 0.771484375}, {"start": 2170.89, "end": 2171.05, "word": " طب", "probability": 0.969482421875}, {"start": 2171.05, "end": 2171.29, "word": " لما", "probability": 0.583984375}, {"start": 2171.29, "end": 2171.49, "word": " يكون", "probability": 0.847412109375}, {"start": 2171.49, "end": 2171.73, "word": " عندنا", "probability": 0.954345703125}, {"start": 2171.73, "end": 2172.23, "word": " برنامج،", "probability": 0.8897298177083334}, {"start": 2172.23, "end": 2172.41, "word": " احنا", "probability": 0.81298828125}, {"start": 2172.41, "end": 2173.67, "word": " محاسبة،", "probability": 0.876806640625}, {"start": 2173.67, "end": 2174.45, "word": " مركزي،", "probability": 0.981640625}, {"start": 2174.45, "end": 2174.67, "word": " أي", "probability": 0.51416015625}, {"start": 2174.67, "end": 2175.11, "word": " حركة", "probability": 0.9768880208333334}, {"start": 2175.11, "end": 2175.35, "word": " صير", "probability": 0.4783935546875}, {"start": 2175.35, "end": 2175.71, "word": " تظهر", "probability": 0.87237548828125}, {"start": 2175.71, "end": 2176.21, "word": " عنده،", "probability": 0.9371744791666666}, {"start": 2176.21, "end": 2176.51, "word": " تظهر", "probability": 0.99365234375}, {"start": 2176.51, "end": 2176.65, "word": " عند", "probability": 0.9814453125}, {"start": 2176.65, "end": 2176.95, "word": " المدير", "probability": 0.8416341145833334}, {"start": 2176.95, "end": 2177.53, "word": " المال،", "probability": 0.8326822916666666}, {"start": 2177.53, "end": 2178.57, "word": " واضح؟", "probability": 0.838134765625}, {"start": 2178.57, "end": 2178.93, "word": " واضحة", "probability": 0.760284423828125}, {"start": 2178.93, "end": 2179.47, "word": " العيدة،", "probability": 0.5599365234375}, {"start": 2179.47, "end": 2180.09, "word": " طب", "probability": 0.978759765625}, {"start": 2180.09, "end": 2180.45, "word": " المدير", "probability": 0.9640299479166666}, {"start": 2180.45, "end": 2180.61, "word": " المال", "probability": 0.98291015625}, {"start": 2180.61, "end": 2180.73, "word": " مش", "probability": 0.7509765625}, {"start": 2180.73, "end": 2181.15, "word": " هيساوي،", "probability": 0.96435546875}, {"start": 2181.15, "end": 2181.19, "word": " هو", "probability": 0.3046875}, {"start": 2181.19, "end": 2181.87, "word": " هيقيم،", "probability": 0.82421875}, {"start": 2181.87, "end": 2182.23, "word": " يدرس", "probability": 0.98193359375}, {"start": 2182.23, "end": 2182.57, "word": " التقدر", "probability": 0.6027018229166666}, {"start": 2182.57, "end": 2182.87, "word": " المالي", "probability": 0.98486328125}, {"start": 2182.87, "end": 2183.01, "word": " اللي", "probability": 0.95849609375}, {"start": 2183.01, "end": 2183.29, "word": " اجت", "probability": 0.569580078125}, {"start": 2183.29, "end": 2183.99, "word": " ويشوف،", "probability": 0.79443359375}, {"start": 2183.99, "end": 2185.07, "word": " ونخلن،", "probability": 0.6575927734375}, {"start": 2185.07, "end": 2185.31, "word": " ممكن", "probability": 0.91943359375}, {"start": 2185.31, "end": 2185.87, "word": " نتقلن", "probability": 0.730810546875}, {"start": 2185.87, "end": 2185.95, "word": " أو", "probability": 0.358154296875}, {"start": 2185.95, "end": 2186.17, "word": " ممكن", "probability": 0.794921875}, {"start": 2186.17, "end": 2186.71, "word": " نزيده", "probability": 0.8875732421875}], "temperature": 1.0}, {"id": 87, "seek": 221129, "start": 2190.15, "end": 2211.29, "text": "المدير المالي يلّي صفاته شخصية، صح؟ في أشياء معينة في بالكم تتخيلوها أنها تكون في المدير المالي؟ أول حاجة قبل إن أنا لازم أكون gentleman أنا ما أتطلع في شيء من gentleman نضيف .. نضيف gentleman gentleman أو gentle moment، ليش؟ ليش؟ يعني وراها سبب", "tokens": [45340, 3215, 13546, 9673, 6027, 1829, 7251, 1211, 11703, 1829, 20328, 5172, 9307, 3224, 13412, 9778, 9381, 10632, 12399, 20328, 5016, 22807, 8978, 5551, 8592, 1829, 16606, 20449, 9957, 3660, 8978, 20666, 24793, 6055, 2655, 9778, 26895, 2407, 11296, 14739, 11296, 6055, 30544, 8978, 9673, 3215, 13546, 9673, 6027, 1829, 22807, 5551, 12610, 11331, 26108, 3660, 12174, 36150, 36145, 41850, 5296, 31377, 2304, 5551, 30544, 15761, 41850, 19446, 5551, 2655, 9566, 1211, 3615, 8978, 44049, 38207, 9154, 15761, 8717, 11242, 33911, 4386, 8717, 11242, 33911, 15761, 15761, 34051, 6424, 1623, 12399, 32239, 8592, 22807, 32239, 8592, 22807, 37495, 22653, 4032, 23557, 11296, 8608, 3555, 3555], "avg_logprob": -0.26518278105079, "compression_ratio": 1.8248847926267282, "no_speech_prob": 8.344650268554688e-07, "words": [{"start": 2190.15, "end": 2190.63, "word": "المدير", "probability": 0.9820963541666666}, {"start": 2190.63, "end": 2191.07, "word": " المالي", "probability": 0.9742838541666666}, {"start": 2191.07, "end": 2191.35, "word": " يلّي", "probability": 0.39129638671875}, {"start": 2191.35, "end": 2191.75, "word": " صفاته", "probability": 0.9703369140625}, {"start": 2191.75, "end": 2192.55, "word": " شخصية،", "probability": 0.9240234375}, {"start": 2192.55, "end": 2193.81, "word": " صح؟", "probability": 0.9763997395833334}, {"start": 2193.81, "end": 2195.23, "word": " في", "probability": 0.7314453125}, {"start": 2195.23, "end": 2195.55, "word": " أشياء", "probability": 0.985595703125}, {"start": 2195.55, "end": 2195.97, "word": " معينة", "probability": 0.9866536458333334}, {"start": 2195.97, "end": 2196.13, "word": " في", "probability": 0.9697265625}, {"start": 2196.13, "end": 2196.47, "word": " بالكم", "probability": 0.930908203125}, {"start": 2196.47, "end": 2196.99, "word": " تتخيلوها", "probability": 0.9109700520833334}, {"start": 2196.99, "end": 2197.11, "word": " أنها", "probability": 0.729736328125}, {"start": 2197.11, "end": 2197.29, "word": " تكون", "probability": 0.959228515625}, {"start": 2197.29, "end": 2197.37, "word": " في", "probability": 0.94775390625}, {"start": 2197.37, "end": 2197.65, "word": " المدير", "probability": 0.9866536458333334}, {"start": 2197.65, "end": 2198.35, "word": " المالي؟", "probability": 0.9327392578125}, {"start": 2198.35, "end": 2198.69, "word": " أول", "probability": 0.90087890625}, {"start": 2198.69, "end": 2199.11, "word": " حاجة", "probability": 0.9798177083333334}, {"start": 2199.11, "end": 2199.47, "word": " قبل", "probability": 0.806396484375}, {"start": 2199.47, "end": 2199.69, "word": " إن", "probability": 0.26318359375}, {"start": 2199.69, "end": 2199.91, "word": " أنا", "probability": 0.935546875}, {"start": 2199.91, "end": 2200.23, "word": " لازم", "probability": 0.9944661458333334}, {"start": 2200.23, "end": 2200.47, "word": " أكون", "probability": 0.9697265625}, {"start": 2200.47, "end": 2201.01, "word": " gentleman", "probability": 0.580078125}, {"start": 2201.01, "end": 2201.49, "word": " أنا", "probability": 0.62744140625}, {"start": 2201.49, "end": 2201.63, "word": " ما", "probability": 0.416015625}, {"start": 2201.63, "end": 2201.93, "word": " أتطلع", "probability": 0.60517578125}, {"start": 2201.93, "end": 2202.05, "word": " في", "probability": 0.37109375}, {"start": 2202.05, "end": 2202.27, "word": " شيء", "probability": 0.761474609375}, {"start": 2202.27, "end": 2202.33, "word": " من", "probability": 0.30908203125}, {"start": 2202.33, "end": 2202.71, "word": " gentleman", "probability": 0.63232421875}, {"start": 2202.71, "end": 2203.47, "word": " نضيف", "probability": 0.6231689453125}, {"start": 2203.47, "end": 2203.73, "word": " ..", "probability": 0.59814453125}, {"start": 2203.73, "end": 2204.61, "word": " نضيف", "probability": 0.943359375}, {"start": 2204.61, "end": 2205.05, "word": " gentleman", "probability": 0.8837890625}, {"start": 2205.05, "end": 2205.75, "word": " gentleman", "probability": 0.56787109375}, {"start": 2205.75, "end": 2206.83, "word": " أو", "probability": 0.93408203125}, {"start": 2206.83, "end": 2207.15, "word": " gentle", "probability": 0.1343994140625}, {"start": 2207.15, "end": 2208.05, "word": " moment،", "probability": 0.58251953125}, {"start": 2208.05, "end": 2210.13, "word": " ليش؟", "probability": 0.9529622395833334}, {"start": 2210.13, "end": 2210.69, "word": " ليش؟", "probability": 0.9161783854166666}, {"start": 2210.69, "end": 2210.69, "word": " يعني", "probability": 0.554107666015625}, {"start": 2210.69, "end": 2210.99, "word": " وراها", "probability": 0.6763509114583334}, {"start": 2210.99, "end": 2211.29, "word": " سبب", "probability": 0.9811197916666666}], "temperature": 1.0}, {"id": 88, "seek": 224152, "start": 2212.78, "end": 2241.52, "text": "ليش لازم أنت كشغل منصب مبين لما تكون لبس آخر شياج أو آخر لبس؟ ممكن لأنه .. لسببين، فضلوا ممكن لأنه بيعمل علاقات بينه و بين المؤسسات التانية؟ بينهم و بينهم و تفاوض مع ال بنوك و بيضف و يجيب و يضف و يبقى الموال هنا و هنا و ينزل لساعة 101، 2 جيبوا التانية يعني سورة المؤسسة؟ خدوا بعد، مش مجاورة بقى، فضلوا كدا", "tokens": [20292, 8592, 5296, 31377, 2304, 14739, 2655, 9122, 8592, 17082, 1211, 9154, 9381, 3555, 3714, 3555, 9957, 5296, 15042, 6055, 30544, 5296, 3555, 3794, 19753, 34740, 44049, 26108, 34051, 19753, 34740, 5296, 3555, 3794, 22807, 3714, 43020, 5296, 33456, 3224, 4386, 5296, 35457, 3555, 9957, 12399, 6156, 11242, 1211, 14407, 3714, 43020, 5296, 33456, 3224, 4724, 1829, 25957, 1211, 11203, 995, 4587, 9307, 49374, 3224, 4032, 49374, 9673, 33604, 3794, 3794, 9307, 16712, 7649, 10632, 22807, 49374, 16095, 4032, 49374, 16095, 4032, 6055, 5172, 995, 2407, 11242, 20449, 2423, 44945, 2407, 4117, 4032, 4724, 1829, 11242, 5172, 4032, 7251, 7435, 1829, 3555, 4032, 7251, 11242, 5172, 4032, 7251, 3555, 4587, 7578, 9673, 2407, 6027, 34105, 4032, 34105, 4032, 7251, 1863, 11622, 1211, 5296, 3794, 995, 27884, 21055, 12399, 568, 10874, 1829, 3555, 14407, 16712, 7649, 10632, 37495, 22653, 8608, 13063, 3660, 9673, 33604, 3794, 3794, 3660, 22807, 16490, 3215, 14407, 39182, 12399, 37893, 3714, 7435, 995, 13063, 3660, 4724, 4587, 7578, 12399, 6156, 11242, 1211, 14407, 9122, 28259], "avg_logprob": -0.3274778205262133, "compression_ratio": 2.030075187969925, "no_speech_prob": 1.2516975402832031e-06, "words": [{"start": 2212.78, "end": 2213.24, "word": "ليش", "probability": 0.85693359375}, {"start": 2213.24, "end": 2213.66, "word": " لازم", "probability": 0.9498697916666666}, {"start": 2213.66, "end": 2214.0, "word": " أنت", "probability": 0.4678955078125}, {"start": 2214.0, "end": 2214.8, "word": " كشغل", "probability": 0.80078125}, {"start": 2214.8, "end": 2215.24, "word": " منصب", "probability": 0.8033854166666666}, {"start": 2215.24, "end": 2215.44, "word": " مبين", "probability": 0.4939778645833333}, {"start": 2215.44, "end": 2215.6, "word": " لما", "probability": 0.4732666015625}, {"start": 2215.6, "end": 2215.84, "word": " تكون", "probability": 0.9404296875}, {"start": 2215.84, "end": 2216.2, "word": " لبس", "probability": 0.8875325520833334}, {"start": 2216.2, "end": 2216.7, "word": " آخر", "probability": 0.774169921875}, {"start": 2216.7, "end": 2217.32, "word": " شياج", "probability": 0.46026611328125}, {"start": 2217.32, "end": 2217.46, "word": " أو", "probability": 0.984375}, {"start": 2217.46, "end": 2217.98, "word": " آخر", "probability": 0.994384765625}, {"start": 2217.98, "end": 2218.56, "word": " لبس؟", "probability": 0.9036865234375}, {"start": 2218.56, "end": 2218.96, "word": " ممكن", "probability": 0.57470703125}, {"start": 2218.96, "end": 2219.36, "word": " لأنه", "probability": 0.85498046875}, {"start": 2219.36, "end": 2219.38, "word": " ..", "probability": 0.54931640625}, {"start": 2219.38, "end": 2220.22, "word": " لسببين،", "probability": 0.721533203125}, {"start": 2220.22, "end": 2220.48, "word": " فضلوا", "probability": 0.79638671875}, {"start": 2220.48, "end": 2220.96, "word": " ممكن", "probability": 0.8408203125}, {"start": 2220.96, "end": 2221.32, "word": " لأنه", "probability": 0.9615885416666666}, {"start": 2221.32, "end": 2221.8, "word": " بيعمل", "probability": 0.9669189453125}, {"start": 2221.8, "end": 2222.36, "word": " علاقات", "probability": 0.9888916015625}, {"start": 2222.36, "end": 2222.74, "word": " بينه", "probability": 0.97412109375}, {"start": 2222.74, "end": 2222.82, "word": " و", "probability": 0.6494140625}, {"start": 2222.82, "end": 2222.86, "word": " بين", "probability": 0.9716796875}, {"start": 2222.86, "end": 2223.28, "word": " المؤسسات", "probability": 0.97451171875}, {"start": 2223.28, "end": 2223.64, "word": " التانية؟", "probability": 0.76611328125}, {"start": 2223.64, "end": 2223.66, "word": " بينهم", "probability": 0.4912109375}, {"start": 2223.66, "end": 2223.66, "word": " و", "probability": 0.2166748046875}, {"start": 2223.66, "end": 2223.66, "word": " بينهم", "probability": 0.84716796875}, {"start": 2223.66, "end": 2223.76, "word": " و", "probability": 0.57421875}, {"start": 2223.76, "end": 2224.24, "word": " تفاوض", "probability": 0.83671875}, {"start": 2224.24, "end": 2224.44, "word": " مع", "probability": 0.98193359375}, {"start": 2224.44, "end": 2224.62, "word": " ال", "probability": 0.6826171875}, {"start": 2224.62, "end": 2224.9, "word": " بنوك", "probability": 0.6417032877604166}, {"start": 2224.9, "end": 2224.98, "word": " و", "probability": 0.93408203125}, {"start": 2224.98, "end": 2225.22, "word": " بيضف", "probability": 0.3895263671875}, {"start": 2225.22, "end": 2225.4, "word": " و", "probability": 0.244873046875}, {"start": 2225.4, "end": 2225.58, "word": " يجيب", "probability": 0.9327392578125}, {"start": 2225.58, "end": 2225.76, "word": " و", "probability": 0.1871337890625}, {"start": 2225.76, "end": 2226.1, "word": " يضف", "probability": 0.8370768229166666}, {"start": 2226.1, "end": 2226.24, "word": " و", "probability": 0.537109375}, {"start": 2226.24, "end": 2226.44, "word": " يبقى", "probability": 0.8468017578125}, {"start": 2226.44, "end": 2226.78, "word": " الموال", "probability": 0.7882486979166666}, {"start": 2226.78, "end": 2227.0, "word": " هنا", "probability": 0.986328125}, {"start": 2227.0, "end": 2227.14, "word": " و", "probability": 0.7861328125}, {"start": 2227.14, "end": 2227.34, "word": " هنا", "probability": 0.994140625}, {"start": 2227.34, "end": 2227.6, "word": " و", "probability": 0.95947265625}, {"start": 2227.6, "end": 2228.06, "word": " ينزل", "probability": 0.74462890625}, {"start": 2228.06, "end": 2228.52, "word": " لساعة", "probability": 0.8238525390625}, {"start": 2228.52, "end": 2229.0, "word": " 101،", "probability": 0.544921875}, {"start": 2229.0, "end": 2229.2, "word": " 2", "probability": 0.234619140625}, {"start": 2229.2, "end": 2230.84, "word": " جيبوا", "probability": 0.8707275390625}, {"start": 2230.84, "end": 2231.18, "word": " التانية", "probability": 0.9767252604166666}, {"start": 2231.18, "end": 2231.42, "word": " يعني", "probability": 0.715576171875}, {"start": 2231.42, "end": 2233.92, "word": " سورة", "probability": 0.71630859375}, {"start": 2233.92, "end": 2236.34, "word": " المؤسسة؟", "probability": 0.9087320963541666}, {"start": 2236.34, "end": 2238.94, "word": " خدوا", "probability": 0.475341796875}, {"start": 2238.94, "end": 2239.4, "word": " بعد،", "probability": 0.690673828125}, {"start": 2239.4, "end": 2240.04, "word": " مش", "probability": 0.40185546875}, {"start": 2240.04, "end": 2240.46, "word": " مجاورة", "probability": 0.6609375}, {"start": 2240.46, "end": 2240.76, "word": " بقى،", "probability": 0.8536376953125}, {"start": 2240.76, "end": 2241.36, "word": " فضلوا", "probability": 0.97607421875}, {"start": 2241.36, "end": 2241.52, "word": " كدا", "probability": 0.4718017578125}], "temperature": 1.0}, {"id": 89, "seek": 227228, "start": 2243.6, "end": 2272.28, "text": "ليش لازم يكون أنيق؟ ليش لازم يكون وسيم؟ لأنه بيعمل علاقات مع المؤسسة ‏- هو وسيم لما يطلع قابل حاجة وسيم ‏- لكن هو قاعد في مكتب الحلم وماكنش وسيم ‏- عادي، هو مش علاقات عامة ‏- بس هو ممكن يقعد مع المساهمين المستثمرين ‏- بالطبع، لو قاعد، بتكون prestige ‏- prestige على الأهل ‏- في النقطة التانية، تصدر إنه مدير لبنان ‏- اللي ماسك أموال المؤسسة المحتاجة لخزنة معاه ‏-", "tokens": [20292, 8592, 5296, 31377, 2304, 7251, 30544, 14739, 1829, 4587, 22807, 32239, 8592, 5296, 31377, 2304, 7251, 30544, 46952, 32640, 22807, 5296, 33456, 3224, 4724, 1829, 25957, 1211, 11203, 995, 4587, 9307, 20449, 9673, 33604, 3794, 3794, 3660, 1059, 237, 12, 31439, 46952, 32640, 5296, 15042, 7251, 9566, 1211, 3615, 12174, 16758, 1211, 11331, 26108, 3660, 46952, 32640, 1059, 237, 12, 44381, 31439, 12174, 995, 22488, 8978, 3714, 4117, 2655, 3555, 21542, 19528, 4032, 15042, 19452, 8592, 46952, 32640, 1059, 237, 12, 6225, 995, 16254, 12399, 31439, 37893, 11203, 995, 4587, 9307, 6225, 10943, 3660, 1059, 237, 12, 4724, 3794, 31439, 3714, 43020, 7251, 4587, 22488, 20449, 9673, 3794, 995, 16095, 9957, 9673, 14851, 12984, 29973, 9957, 1059, 237, 12, 20666, 9566, 3555, 3615, 12399, 45164, 12174, 995, 22488, 12399, 39894, 30544, 42531, 1059, 237, 12, 42531, 15844, 16247, 3224, 1211, 1059, 237, 12, 8978, 28239, 47432, 3660, 16712, 7649, 10632, 12399, 6055, 9381, 3215, 2288, 36145, 3224, 3714, 3215, 13546, 5296, 3555, 1863, 7649, 1059, 237, 12, 13672, 1829, 19446, 3794, 4117, 5551, 2304, 2407, 6027, 9673, 33604, 3794, 3794, 3660, 9673, 33753, 26108, 3660, 5296, 9778, 11622, 1863, 3660, 20449, 40294, 1059, 237, 12], "avg_logprob": -0.23366116357938893, "compression_ratio": 2.0189274447949526, "no_speech_prob": 7.748603820800781e-07, "words": [{"start": 2243.6, "end": 2244.02, "word": "ليش", "probability": 0.929931640625}, {"start": 2244.02, "end": 2244.36, "word": " لازم", "probability": 0.9812825520833334}, {"start": 2244.36, "end": 2244.72, "word": " يكون", "probability": 0.995849609375}, {"start": 2244.72, "end": 2245.4, "word": " أنيق؟", "probability": 0.7828369140625}, {"start": 2245.4, "end": 2245.62, "word": " ليش", "probability": 0.9814453125}, {"start": 2245.62, "end": 2245.84, "word": " لازم", "probability": 0.99267578125}, {"start": 2245.84, "end": 2246.14, "word": " يكون", "probability": 0.99658203125}, {"start": 2246.14, "end": 2247.1, "word": " وسيم؟", "probability": 0.8883463541666666}, {"start": 2247.1, "end": 2249.26, "word": " لأنه", "probability": 0.81005859375}, {"start": 2249.26, "end": 2249.66, "word": " بيعمل", "probability": 0.9736328125}, {"start": 2249.66, "end": 2250.0, "word": " علاقات", "probability": 0.9749755859375}, {"start": 2250.0, "end": 2250.14, "word": " مع", "probability": 0.978515625}, {"start": 2250.14, "end": 2250.16, "word": " المؤسسة", "probability": 0.78779296875}, {"start": 2250.16, "end": 2250.16, "word": " ‏", "probability": 0.498992919921875}, {"start": 2250.16, "end": 2250.16, "word": "-", "probability": 0.765625}, {"start": 2250.16, "end": 2250.16, "word": " هو", "probability": 0.178466796875}, {"start": 2250.16, "end": 2250.48, "word": " وسيم", "probability": 0.889404296875}, {"start": 2250.48, "end": 2250.86, "word": " لما", "probability": 0.830078125}, {"start": 2250.86, "end": 2251.18, "word": " يطلع", "probability": 0.9615478515625}, {"start": 2251.18, "end": 2251.54, "word": " قابل", "probability": 0.87939453125}, {"start": 2251.54, "end": 2251.76, "word": " حاجة", "probability": 0.78515625}, {"start": 2251.76, "end": 2252.12, "word": " وسيم", "probability": 0.788818359375}, {"start": 2252.12, "end": 2252.3, "word": " ‏", "probability": 0.99072265625}, {"start": 2252.3, "end": 2252.3, "word": "-", "probability": 0.994140625}, {"start": 2252.3, "end": 2252.3, "word": " لكن", "probability": 0.35791015625}, {"start": 2252.3, "end": 2252.48, "word": " هو", "probability": 0.79296875}, {"start": 2252.48, "end": 2252.66, "word": " قاعد", "probability": 0.7273763020833334}, {"start": 2252.66, "end": 2252.78, "word": " في", "probability": 0.72021484375}, {"start": 2252.78, "end": 2253.04, "word": " مكتب", "probability": 0.658172607421875}, {"start": 2253.04, "end": 2253.28, "word": " الحلم", "probability": 0.7142333984375}, {"start": 2253.28, "end": 2253.6, "word": " وماكنش", "probability": 0.689453125}, {"start": 2253.6, "end": 2254.0, "word": " وسيم", "probability": 0.977294921875}, {"start": 2254.0, "end": 2254.42, "word": " ‏", "probability": 0.7685546875}, {"start": 2254.42, "end": 2254.42, "word": "-", "probability": 0.97998046875}, {"start": 2254.42, "end": 2256.06, "word": " عادي،", "probability": 0.720947265625}, {"start": 2256.06, "end": 2256.28, "word": " هو", "probability": 0.8466796875}, {"start": 2256.28, "end": 2256.44, "word": " مش", "probability": 0.94677734375}, {"start": 2256.44, "end": 2256.8, "word": " علاقات", "probability": 0.880859375}, {"start": 2256.8, "end": 2257.44, "word": " عامة", "probability": 0.8883463541666666}, {"start": 2257.44, "end": 2259.04, "word": " ‏", "probability": 0.95703125}, {"start": 2259.04, "end": 2259.78, "word": "-", "probability": 0.96826171875}, {"start": 2259.78, "end": 2260.1, "word": " بس", "probability": 0.97412109375}, {"start": 2260.1, "end": 2260.2, "word": " هو", "probability": 0.8798828125}, {"start": 2260.2, "end": 2260.38, "word": " ممكن", "probability": 0.98779296875}, {"start": 2260.38, "end": 2260.76, "word": " يقعد", "probability": 0.9954427083333334}, {"start": 2260.76, "end": 2261.12, "word": " مع", "probability": 0.994140625}, {"start": 2261.12, "end": 2262.24, "word": " المساهمين", "probability": 0.95166015625}, {"start": 2262.24, "end": 2262.6, "word": " المستثمرين", "probability": 0.794921875}, {"start": 2262.6, "end": 2262.62, "word": " ‏", "probability": 0.990234375}, {"start": 2262.62, "end": 2262.62, "word": "-", "probability": 0.97119140625}, {"start": 2262.62, "end": 2262.62, "word": " بالطبع،", "probability": 0.6678955078125}, {"start": 2262.62, "end": 2262.84, "word": " لو", "probability": 0.6923828125}, {"start": 2262.84, "end": 2263.08, "word": " قاعد،", "probability": 0.813720703125}, {"start": 2263.08, "end": 2263.42, "word": " بتكون", "probability": 0.822265625}, {"start": 2263.42, "end": 2264.0, "word": " prestige", "probability": 0.473876953125}, {"start": 2264.0, "end": 2264.1, "word": " ‏", "probability": 0.7425537109375}, {"start": 2264.1, "end": 2264.1, "word": "-", "probability": 0.9599609375}, {"start": 2264.1, "end": 2265.26, "word": " prestige", "probability": 0.58544921875}, {"start": 2265.26, "end": 2265.52, "word": " على", "probability": 0.59765625}, {"start": 2265.52, "end": 2265.92, "word": " الأهل", "probability": 0.36572265625}, {"start": 2265.92, "end": 2266.92, "word": " ‏", "probability": 0.920166015625}, {"start": 2266.92, "end": 2266.92, "word": "-", "probability": 0.8359375}, {"start": 2266.92, "end": 2267.2, "word": " في", "probability": 0.433349609375}, {"start": 2267.2, "end": 2267.58, "word": " النقطة", "probability": 0.9928385416666666}, {"start": 2267.58, "end": 2267.96, "word": " التانية،", "probability": 0.861328125}, {"start": 2267.96, "end": 2268.34, "word": " تصدر", "probability": 0.83416748046875}, {"start": 2268.34, "end": 2268.58, "word": " إنه", "probability": 0.6912841796875}, {"start": 2268.58, "end": 2268.86, "word": " مدير", "probability": 0.9796549479166666}, {"start": 2268.86, "end": 2269.22, "word": " لبنان", "probability": 0.768524169921875}, {"start": 2269.22, "end": 2269.26, "word": " ‏", "probability": 0.6470947265625}, {"start": 2269.26, "end": 2269.26, "word": "-", "probability": 0.9775390625}, {"start": 2269.26, "end": 2269.36, "word": " اللي", "probability": 0.84326171875}, {"start": 2269.36, "end": 2269.74, "word": " ماسك", "probability": 0.9161783854166666}, {"start": 2269.74, "end": 2270.1, "word": " أموال", "probability": 0.798583984375}, {"start": 2270.1, "end": 2270.7, "word": " المؤسسة", "probability": 0.9513671875}, {"start": 2270.7, "end": 2271.06, "word": " المحتاجة", "probability": 0.8984375}, {"start": 2271.06, "end": 2271.46, "word": " لخزنة", "probability": 0.77734375}, {"start": 2271.46, "end": 2271.94, "word": " معاه", "probability": 0.9814453125}, {"start": 2271.94, "end": 2272.28, "word": " ‏", "probability": 0.9482421875}, {"start": 2272.28, "end": 2272.28, "word": "-", "probability": 0.9482421875}], "temperature": 1.0}, {"id": 90, "seek": 229950, "start": 2272.32, "end": 2299.5, "text": "أحنا بخلّيهم في الواتب عليهم مش لابي ييجي جد الحد ده يقشمطيه إذا عشان عينه السور مليانة إذا المحاسبين والمزارماليين لازم ياخدوا واتب عالي لحتى مايمدى شجر عموال الشرطة ربط مش مجافينه بتبقى لبس واروح وقالش، فباخد، لأ متافش، هي ربط مجافة، ففضليك، السبب يعني لأن هو هيقابل مجراء البنوك وموظفي البنوك", "tokens": [10721, 5016, 8315, 4724, 9778, 1211, 11703, 1829, 16095, 8978, 2423, 2407, 9307, 3555, 25894, 16095, 37893, 5296, 16758, 1829, 7251, 1829, 7435, 1829, 10874, 3215, 21542, 3215, 11778, 3224, 7251, 4587, 8592, 2304, 9566, 1829, 3224, 11933, 15730, 6225, 8592, 7649, 6225, 9957, 3224, 21136, 13063, 3714, 20292, 7649, 3660, 11933, 15730, 9673, 5016, 32277, 3555, 9957, 4032, 45340, 11622, 9640, 2304, 6027, 1829, 9957, 5296, 31377, 2304, 7251, 47283, 3215, 14407, 4032, 9307, 3555, 6225, 6027, 1829, 5296, 33753, 7578, 19446, 32640, 3215, 7578, 13412, 7435, 2288, 6225, 2304, 2407, 6027, 25124, 2288, 9566, 3660, 12602, 3555, 9566, 37893, 3714, 7435, 31845, 9957, 3224, 39894, 3555, 4587, 7578, 5296, 3555, 3794, 4032, 9640, 2407, 5016, 4032, 4587, 6027, 8592, 12399, 6156, 3555, 47283, 3215, 12399, 5296, 10721, 44650, 31845, 8592, 12399, 39896, 12602, 3555, 9566, 3714, 7435, 31845, 3660, 12399, 6156, 5172, 11242, 20292, 4117, 12399, 21136, 3555, 3555, 37495, 22653, 5296, 33456, 31439, 39896, 4587, 16758, 1211, 3714, 7435, 2288, 16606, 29739, 1863, 2407, 4117, 4032, 2304, 2407, 19913, 41185, 29739, 1863, 2407, 4117], "avg_logprob": -0.4129213463054614, "compression_ratio": 1.96, "no_speech_prob": 9.655952453613281e-06, "words": [{"start": 2272.32, "end": 2272.72, "word": "أحنا", "probability": 0.77197265625}, {"start": 2272.72, "end": 2273.22, "word": " بخلّيهم", "probability": 0.7098388671875}, {"start": 2273.22, "end": 2273.44, "word": " في", "probability": 0.79443359375}, {"start": 2273.44, "end": 2273.76, "word": " الواتب", "probability": 0.82666015625}, {"start": 2273.76, "end": 2274.24, "word": " عليهم", "probability": 0.41766357421875}, {"start": 2274.24, "end": 2275.4, "word": " مش", "probability": 0.4150390625}, {"start": 2275.4, "end": 2275.76, "word": " لابي", "probability": 0.5877278645833334}, {"start": 2275.76, "end": 2276.16, "word": " ييجي", "probability": 0.8896484375}, {"start": 2276.16, "end": 2276.58, "word": " جد", "probability": 0.85888671875}, {"start": 2276.58, "end": 2277.08, "word": " الحد", "probability": 0.661865234375}, {"start": 2277.08, "end": 2277.22, "word": " ده", "probability": 0.4703369140625}, {"start": 2277.22, "end": 2278.16, "word": " يقشمطيه", "probability": 0.5479213169642857}, {"start": 2278.16, "end": 2278.4, "word": " إذا", "probability": 0.446533203125}, {"start": 2278.4, "end": 2278.8, "word": " عشان", "probability": 0.8321940104166666}, {"start": 2278.8, "end": 2279.1, "word": " عينه", "probability": 0.5113932291666666}, {"start": 2279.1, "end": 2279.34, "word": " السور", "probability": 0.506103515625}, {"start": 2279.34, "end": 2280.44, "word": " مليانة", "probability": 0.9813232421875}, {"start": 2280.44, "end": 2280.98, "word": " إذا", "probability": 0.886474609375}, {"start": 2280.98, "end": 2281.76, "word": " المحاسبين", "probability": 0.9900390625}, {"start": 2281.76, "end": 2282.6, "word": " والمزارماليين", "probability": 0.5726318359375}, {"start": 2282.6, "end": 2282.84, "word": " لازم", "probability": 0.99169921875}, {"start": 2282.84, "end": 2283.08, "word": " ياخدوا", "probability": 0.7528076171875}, {"start": 2283.08, "end": 2283.46, "word": " واتب", "probability": 0.955078125}, {"start": 2283.46, "end": 2283.84, "word": " عالي", "probability": 0.7067057291666666}, {"start": 2283.84, "end": 2284.52, "word": " لحتى", "probability": 0.8115234375}, {"start": 2284.52, "end": 2285.14, "word": " مايمدى", "probability": 0.604248046875}, {"start": 2285.14, "end": 2285.42, "word": " شجر", "probability": 0.47900390625}, {"start": 2285.42, "end": 2285.8, "word": " عموال", "probability": 0.7802734375}, {"start": 2285.8, "end": 2287.24, "word": " الشرطة", "probability": 0.71661376953125}, {"start": 2287.24, "end": 2287.82, "word": " ربط", "probability": 0.478271484375}, {"start": 2287.82, "end": 2288.0, "word": " مش", "probability": 0.95361328125}, {"start": 2288.0, "end": 2288.52, "word": " مجافينه", "probability": 0.7013671875}, {"start": 2288.52, "end": 2288.8, "word": " بتبقى", "probability": 0.507232666015625}, {"start": 2288.8, "end": 2289.02, "word": " لبس", "probability": 0.6600748697916666}, {"start": 2289.02, "end": 2289.4, "word": " واروح", "probability": 0.7630615234375}, {"start": 2289.4, "end": 2290.04, "word": " وقالش،", "probability": 0.5076171875}, {"start": 2290.04, "end": 2290.56, "word": " فباخد،", "probability": 0.89775390625}, {"start": 2290.56, "end": 2290.68, "word": " لأ", "probability": 0.78564453125}, {"start": 2290.68, "end": 2291.48, "word": " متافش،", "probability": 0.609619140625}, {"start": 2291.48, "end": 2291.6, "word": " هي", "probability": 0.73095703125}, {"start": 2291.6, "end": 2291.86, "word": " ربط", "probability": 0.9560546875}, {"start": 2291.86, "end": 2293.16, "word": " مجافة،", "probability": 0.6322509765625}, {"start": 2293.16, "end": 2293.94, "word": " ففضليك،", "probability": 0.5936787923177084}, {"start": 2293.94, "end": 2294.14, "word": " السبب", "probability": 0.6750284830729166}, {"start": 2294.14, "end": 2294.54, "word": " يعني", "probability": 0.8193359375}, {"start": 2294.54, "end": 2295.66, "word": " لأن", "probability": 0.692138671875}, {"start": 2295.66, "end": 2295.86, "word": " هو", "probability": 0.96923828125}, {"start": 2295.86, "end": 2296.64, "word": " هيقابل", "probability": 0.8883056640625}, {"start": 2296.64, "end": 2297.92, "word": " مجراء", "probability": 0.872802734375}, {"start": 2297.92, "end": 2298.42, "word": " البنوك", "probability": 0.87353515625}, {"start": 2298.42, "end": 2298.96, "word": " وموظفي", "probability": 0.91171875}, {"start": 2298.96, "end": 2299.5, "word": " البنوك", "probability": 0.9617919921875}], "temperature": 1.0}, {"id": 91, "seek": 232685, "start": 2300.33, "end": 2326.85, "text": "وهيخاوض على أسعار ويجيب قروض وهذا بدأ شخصيا عينة رقم اتنين لأن أموال الشركة تقع تحت يده فمن عم الإختلاص والسلقة يجب توفير أجر أو راتب يلائم هذا إنه تمام، ننتقل للصفات الشخصية المذكورة عنا بالـslide أولها الذكاء ليش لازم يكون ذكى؟ ليش لازم يكون عنده فتنة؟", "tokens": [2407, 3224, 1829, 9778, 995, 2407, 11242, 15844, 5551, 3794, 3615, 9640, 4032, 1829, 7435, 1829, 3555, 12174, 32887, 11242, 37037, 15730, 47525, 10721, 13412, 9778, 9381, 25528, 6225, 9957, 3660, 12602, 4587, 2304, 1975, 2655, 1863, 9957, 5296, 33456, 5551, 2304, 2407, 6027, 25124, 31747, 3660, 6055, 4587, 3615, 6055, 33753, 7251, 3215, 3224, 6156, 27842, 6225, 2304, 33688, 46456, 1211, 33546, 16070, 3794, 1211, 28671, 7251, 7435, 3555, 33427, 5172, 13546, 5551, 7435, 2288, 34051, 12602, 9307, 3555, 7251, 1211, 16373, 2304, 23758, 36145, 3224, 46811, 10943, 12399, 8717, 29399, 4587, 1211, 24976, 9381, 5172, 9307, 25124, 9778, 9381, 10632, 9673, 8848, 4117, 13063, 3660, 6225, 8315, 20666, 39184, 10418, 482, 5551, 12610, 11296, 32545, 4117, 16606, 32239, 8592, 5296, 31377, 2304, 7251, 30544, 29910, 4117, 7578, 22807, 32239, 8592, 5296, 31377, 2304, 7251, 30544, 43242, 3224, 6156, 2655, 1863, 3660, 22807], "avg_logprob": -0.15980602790569437, "compression_ratio": 1.7644787644787645, "no_speech_prob": 1.1324882507324219e-06, "words": [{"start": 2300.33, "end": 2301.27, "word": "وهيخاوض", "probability": 0.7772739955357143}, {"start": 2301.27, "end": 2301.43, "word": " على", "probability": 0.65625}, {"start": 2301.43, "end": 2301.99, "word": " أسعار", "probability": 0.9078369140625}, {"start": 2301.99, "end": 2302.35, "word": " ويجيب", "probability": 0.98056640625}, {"start": 2302.35, "end": 2302.83, "word": " قروض", "probability": 0.9230143229166666}, {"start": 2302.83, "end": 2303.31, "word": " وهذا", "probability": 0.723388671875}, {"start": 2303.31, "end": 2303.49, "word": " بدأ", "probability": 0.59228515625}, {"start": 2303.49, "end": 2303.93, "word": " شخصيا", "probability": 0.86517333984375}, {"start": 2303.93, "end": 2304.49, "word": " عينة", "probability": 0.683837890625}, {"start": 2304.49, "end": 2306.71, "word": " رقم", "probability": 0.8279622395833334}, {"start": 2306.71, "end": 2307.25, "word": " اتنين", "probability": 0.8623046875}, {"start": 2307.25, "end": 2308.59, "word": " لأن", "probability": 0.83984375}, {"start": 2308.59, "end": 2309.01, "word": " أموال", "probability": 0.9610595703125}, {"start": 2309.01, "end": 2309.79, "word": " الشركة", "probability": 0.99658203125}, {"start": 2309.79, "end": 2310.73, "word": " تقع", "probability": 0.9889322916666666}, {"start": 2310.73, "end": 2311.11, "word": " تحت", "probability": 0.997802734375}, {"start": 2311.11, "end": 2311.65, "word": " يده", "probability": 0.99169921875}, {"start": 2311.65, "end": 2312.47, "word": " فمن", "probability": 0.92822265625}, {"start": 2312.47, "end": 2312.73, "word": " عم", "probability": 0.5999755859375}, {"start": 2312.73, "end": 2313.45, "word": " الإختلاص", "probability": 0.61102294921875}, {"start": 2313.45, "end": 2314.19, "word": " والسلقة", "probability": 0.678955078125}, {"start": 2314.19, "end": 2314.95, "word": " يجب", "probability": 0.982421875}, {"start": 2314.95, "end": 2315.63, "word": " توفير", "probability": 0.875}, {"start": 2315.63, "end": 2316.21, "word": " أجر", "probability": 0.9544270833333334}, {"start": 2316.21, "end": 2316.51, "word": " أو", "probability": 0.955078125}, {"start": 2316.51, "end": 2316.97, "word": " راتب", "probability": 0.9656575520833334}, {"start": 2316.97, "end": 2317.47, "word": " يلائم", "probability": 0.9193115234375}, {"start": 2317.47, "end": 2317.79, "word": " هذا", "probability": 0.705078125}, {"start": 2317.79, "end": 2318.27, "word": " إنه", "probability": 0.51287841796875}, {"start": 2318.27, "end": 2320.11, "word": " تمام،", "probability": 0.7587890625}, {"start": 2320.11, "end": 2320.55, "word": " ننتقل", "probability": 0.96630859375}, {"start": 2320.55, "end": 2320.89, "word": " للصفات", "probability": 0.9136962890625}, {"start": 2320.89, "end": 2321.23, "word": " الشخصية", "probability": 0.9954833984375}, {"start": 2321.23, "end": 2321.63, "word": " المذكورة", "probability": 0.97529296875}, {"start": 2321.63, "end": 2321.81, "word": " عنا", "probability": 0.6693115234375}, {"start": 2321.81, "end": 2322.39, "word": " بالـslide", "probability": 0.69580078125}, {"start": 2322.39, "end": 2322.91, "word": " أولها", "probability": 0.9384765625}, {"start": 2322.91, "end": 2323.51, "word": " الذكاء", "probability": 0.9759114583333334}, {"start": 2323.51, "end": 2324.67, "word": " ليش", "probability": 0.84375}, {"start": 2324.67, "end": 2324.91, "word": " لازم", "probability": 0.9697265625}, {"start": 2324.91, "end": 2325.21, "word": " يكون", "probability": 0.995849609375}, {"start": 2325.21, "end": 2325.73, "word": " ذكى؟", "probability": 0.798583984375}, {"start": 2325.73, "end": 2325.87, "word": " ليش", "probability": 0.973876953125}, {"start": 2325.87, "end": 2326.07, "word": " لازم", "probability": 0.9957682291666666}, {"start": 2326.07, "end": 2326.23, "word": " يكون", "probability": 0.99560546875}, {"start": 2326.23, "end": 2326.47, "word": " عنده", "probability": 0.994384765625}, {"start": 2326.47, "end": 2326.85, "word": " فتنة؟", "probability": 0.97578125}], "temperature": 1.0}, {"id": 92, "seek": 235608, "start": 2329.68, "end": 2356.08, "text": "لأن هو اللي هيحل هذه التقرير، هو اللي هيقيم هذه التقرير فلازم يكون بديه لازم يكون ذكي وسرعة بديه، تقريبا متفترتين في بعضهم القدرة على التحليل وتفكير الأقلم، ليش؟ ليش لازم يكون عنده دماغ يفكر فيه، دماغ يحلل؟ حكيتها صحي خلال الكلام، لأنه شو بيعمل؟", "tokens": [1211, 33456, 31439, 13672, 1829, 39896, 5016, 1211, 29538, 16712, 4587, 2288, 13546, 12399, 31439, 13672, 1829, 39896, 4587, 32640, 29538, 16712, 4587, 2288, 13546, 6156, 1211, 31377, 2304, 7251, 30544, 4724, 16254, 3224, 5296, 31377, 2304, 7251, 30544, 29910, 4117, 1829, 46952, 2288, 27884, 4724, 16254, 3224, 12399, 6055, 4587, 16572, 3555, 995, 44650, 5172, 2655, 43500, 9957, 8978, 45030, 11242, 16095, 25062, 3215, 25720, 15844, 16712, 5016, 20292, 1211, 34683, 5172, 4117, 13546, 16247, 4587, 1211, 2304, 12399, 32239, 8592, 22807, 32239, 8592, 5296, 31377, 2304, 7251, 30544, 43242, 3224, 11778, 2304, 5718, 118, 7251, 5172, 37983, 8978, 3224, 12399, 11778, 2304, 5718, 118, 7251, 5016, 1211, 1211, 22807, 11331, 4117, 36081, 11296, 20328, 5016, 1829, 16490, 1211, 6027, 2423, 28820, 10943, 12399, 5296, 33456, 3224, 13412, 2407, 4724, 1829, 25957, 1211, 22807], "avg_logprob": -0.1767003651270095, "compression_ratio": 2.0841121495327104, "no_speech_prob": 2.4437904357910156e-06, "words": [{"start": 2329.68, "end": 2330.02, "word": "لأن", "probability": 0.935302734375}, {"start": 2330.02, "end": 2330.2, "word": " هو", "probability": 0.83447265625}, {"start": 2330.2, "end": 2330.3, "word": " اللي", "probability": 0.91259765625}, {"start": 2330.3, "end": 2330.58, "word": " هيحل", "probability": 0.7886555989583334}, {"start": 2330.58, "end": 2330.74, "word": " هذه", "probability": 0.5009765625}, {"start": 2330.74, "end": 2331.26, "word": " التقرير،", "probability": 0.764453125}, {"start": 2331.26, "end": 2331.34, "word": " هو", "probability": 0.95361328125}, {"start": 2331.34, "end": 2331.44, "word": " اللي", "probability": 0.988037109375}, {"start": 2331.44, "end": 2331.82, "word": " هيقيم", "probability": 0.9059244791666666}, {"start": 2331.82, "end": 2331.98, "word": " هذه", "probability": 0.91015625}, {"start": 2331.98, "end": 2332.24, "word": " التقرير", "probability": 0.966064453125}, {"start": 2332.24, "end": 2332.54, "word": " فلازم", "probability": 0.8529052734375}, {"start": 2332.54, "end": 2332.86, "word": " يكون", "probability": 0.99560546875}, {"start": 2332.86, "end": 2333.24, "word": " بديه", "probability": 0.74755859375}, {"start": 2333.24, "end": 2336.2, "word": " لازم", "probability": 0.6759847005208334}, {"start": 2336.2, "end": 2336.5, "word": " يكون", "probability": 0.99169921875}, {"start": 2336.5, "end": 2336.96, "word": " ذكي", "probability": 0.9371744791666666}, {"start": 2336.96, "end": 2337.3, "word": " وسرعة", "probability": 0.7384440104166666}, {"start": 2337.3, "end": 2337.54, "word": " بديه،", "probability": 0.78558349609375}, {"start": 2337.54, "end": 2337.84, "word": " تقريبا", "probability": 0.9427734375}, {"start": 2337.84, "end": 2338.24, "word": " متفترتين", "probability": 0.625830078125}, {"start": 2338.24, "end": 2338.34, "word": " في", "probability": 0.96533203125}, {"start": 2338.34, "end": 2338.7, "word": " بعضهم", "probability": 0.9866536458333334}, {"start": 2338.7, "end": 2343.82, "word": " القدرة", "probability": 0.6714274088541666}, {"start": 2343.82, "end": 2343.96, "word": " على", "probability": 0.92822265625}, {"start": 2343.96, "end": 2344.38, "word": " التحليل", "probability": 0.9769287109375}, {"start": 2344.38, "end": 2344.82, "word": " وتفكير", "probability": 0.879150390625}, {"start": 2344.82, "end": 2345.96, "word": " الأقلم،", "probability": 0.550341796875}, {"start": 2345.96, "end": 2347.82, "word": " ليش؟", "probability": 0.78466796875}, {"start": 2347.82, "end": 2348.52, "word": " ليش", "probability": 0.98291015625}, {"start": 2348.52, "end": 2348.74, "word": " لازم", "probability": 0.9690755208333334}, {"start": 2348.74, "end": 2348.96, "word": " يكون", "probability": 0.990966796875}, {"start": 2348.96, "end": 2349.36, "word": " عنده", "probability": 0.972412109375}, {"start": 2349.36, "end": 2349.76, "word": " دماغ", "probability": 0.90966796875}, {"start": 2349.76, "end": 2350.18, "word": " يفكر", "probability": 0.9659830729166666}, {"start": 2350.18, "end": 2350.66, "word": " فيه،", "probability": 0.9191080729166666}, {"start": 2350.66, "end": 2350.94, "word": " دماغ", "probability": 0.983154296875}, {"start": 2350.94, "end": 2352.5, "word": " يحلل؟", "probability": 0.8580078125}, {"start": 2352.5, "end": 2353.36, "word": " حكيتها", "probability": 0.9866943359375}, {"start": 2353.36, "end": 2353.64, "word": " صحي", "probability": 0.8238932291666666}, {"start": 2353.64, "end": 2353.76, "word": " خلال", "probability": 0.9794921875}, {"start": 2353.76, "end": 2355.14, "word": " الكلام،", "probability": 0.90478515625}, {"start": 2355.14, "end": 2355.36, "word": " لأنه", "probability": 0.8834635416666666}, {"start": 2355.36, "end": 2355.44, "word": " شو", "probability": 0.93359375}, {"start": 2355.44, "end": 2356.08, "word": " بيعمل؟", "probability": 0.97763671875}], "temperature": 1.0}, {"id": 93, "seek": 237180, "start": 2357.64, "end": 2371.8, "text": "بتعامل مع أقام حسابات بحللها و بقيّم ليها صح وبناء عليها بتاخد القرارات، مظبوط؟ فرازم أنا كي بتاخد القرارات و أنا ماعندي خلفية علمية كافية لاتخد القرار الصح بالمكان الصح و بالوقت الصح المرونة", "tokens": [3555, 2655, 3615, 10943, 1211, 20449, 5551, 4587, 10943, 11331, 3794, 16758, 9307, 4724, 5016, 1211, 1211, 11296, 4032, 4724, 38436, 11703, 2304, 32239, 11296, 20328, 5016, 46599, 1863, 16606, 25894, 11296, 39894, 47283, 3215, 25062, 2288, 9640, 9307, 12399, 3714, 19913, 3555, 2407, 9566, 22807, 6156, 2288, 31377, 2304, 41850, 9122, 1829, 39894, 47283, 3215, 25062, 2288, 9640, 9307, 4032, 41850, 19446, 3615, 1863, 16254, 16490, 46538, 10632, 11203, 2304, 10632, 9122, 31845, 10632, 5296, 9307, 9778, 3215, 25062, 2288, 9640, 31767, 5016, 20666, 2304, 41361, 31767, 5016, 4032, 20666, 30543, 2655, 31767, 5016, 9673, 2288, 11536, 3660], "avg_logprob": -0.17249999776482583, "compression_ratio": 1.9388888888888889, "no_speech_prob": 5.8591365814208984e-05, "words": [{"start": 2357.64, "end": 2358.06, "word": "بتعامل", "probability": 0.8578125}, {"start": 2358.06, "end": 2358.18, "word": " مع", "probability": 0.99658203125}, {"start": 2358.18, "end": 2358.5, "word": " أقام", "probability": 0.9078776041666666}, {"start": 2358.5, "end": 2358.96, "word": " حسابات", "probability": 0.9544677734375}, {"start": 2358.96, "end": 2359.48, "word": " بحللها", "probability": 0.85458984375}, {"start": 2359.48, "end": 2359.56, "word": " و", "probability": 0.6279296875}, {"start": 2359.56, "end": 2360.0, "word": " بقيّم", "probability": 0.76220703125}, {"start": 2360.0, "end": 2360.36, "word": " ليها", "probability": 0.747802734375}, {"start": 2360.36, "end": 2360.62, "word": " صح", "probability": 0.98779296875}, {"start": 2360.62, "end": 2361.02, "word": " وبناء", "probability": 0.724365234375}, {"start": 2361.02, "end": 2361.3, "word": " عليها", "probability": 0.89306640625}, {"start": 2361.3, "end": 2361.68, "word": " بتاخد", "probability": 0.75048828125}, {"start": 2361.68, "end": 2362.46, "word": " القرارات،", "probability": 0.9203125}, {"start": 2362.46, "end": 2362.94, "word": " مظبوط؟", "probability": 0.8897298177083334}, {"start": 2362.94, "end": 2363.24, "word": " فرازم", "probability": 0.813720703125}, {"start": 2363.24, "end": 2363.42, "word": " أنا", "probability": 0.61376953125}, {"start": 2363.42, "end": 2364.2, "word": " كي", "probability": 0.66015625}, {"start": 2364.2, "end": 2364.6, "word": " بتاخد", "probability": 0.7434895833333334}, {"start": 2364.6, "end": 2364.94, "word": " القرارات", "probability": 0.9659423828125}, {"start": 2364.94, "end": 2364.98, "word": " و", "probability": 0.84033203125}, {"start": 2364.98, "end": 2365.1, "word": " أنا", "probability": 0.6337890625}, {"start": 2365.1, "end": 2365.42, "word": " ماعندي", "probability": 0.9268798828125}, {"start": 2365.42, "end": 2365.84, "word": " خلفية", "probability": 0.8478190104166666}, {"start": 2365.84, "end": 2366.7, "word": " علمية", "probability": 0.9461263020833334}, {"start": 2366.7, "end": 2367.44, "word": " كافية", "probability": 0.99169921875}, {"start": 2367.44, "end": 2368.34, "word": " لاتخد", "probability": 0.79632568359375}, {"start": 2368.34, "end": 2368.64, "word": " القرار", "probability": 0.9807942708333334}, {"start": 2368.64, "end": 2368.96, "word": " الصح", "probability": 0.946044921875}, {"start": 2368.96, "end": 2369.92, "word": " بالمكان", "probability": 0.7212727864583334}, {"start": 2369.92, "end": 2370.22, "word": " الصح", "probability": 0.984375}, {"start": 2370.22, "end": 2370.3, "word": " و", "probability": 0.7724609375}, {"start": 2370.3, "end": 2370.56, "word": " بالوقت", "probability": 0.8590494791666666}, {"start": 2370.56, "end": 2370.9, "word": " الصح", "probability": 0.986083984375}, {"start": 2370.9, "end": 2371.8, "word": " المرونة", "probability": 0.869873046875}], "temperature": 1.0}, {"id": 94, "seek": 240492, "start": 2375.44, "end": 2404.92, "text": "ما يكونش يا بيض يا أسود في مواقف معينة لازم يكون ليّن فيها مرن فيها بتتطلب مرونة حصيلة علمية وذكرناها برضه مش من المنطق أن أنا أجيب واحد يحليلي هاي التقرير ويقيملي هاي التقرير وتاخد هاي القرارات والعلم اللي عنده مش مبني على قصة علمية مش مبني على قواعد علمية بعض الناس بستخدم الشغل المالي يعني بستخدم مهندس بشئ عدد يعني اسمه مثلًا مش أنه شغل شئ معين أو مقصود بكون مهندس بوضب قدر من الإدارة المالية تظبط معاه", "tokens": [15042, 7251, 30544, 8592, 35186, 4724, 1829, 11242, 35186, 5551, 3794, 23328, 8978, 3714, 14407, 4587, 5172, 20449, 9957, 3660, 5296, 31377, 2304, 7251, 30544, 32239, 11703, 1863, 8978, 11296, 3714, 2288, 1863, 8978, 11296, 39894, 2655, 9566, 46152, 3714, 2288, 11536, 3660, 11331, 9381, 26895, 3660, 11203, 2304, 10632, 4032, 8848, 37983, 8315, 11296, 4724, 43042, 3224, 37893, 9154, 9673, 1863, 9566, 4587, 14739, 41850, 5551, 7435, 1829, 3555, 36764, 24401, 7251, 5016, 20292, 20292, 8032, 47302, 16712, 4587, 2288, 13546, 4032, 1829, 4587, 32640, 20292, 8032, 47302, 16712, 4587, 2288, 13546, 4032, 2655, 47283, 3215, 8032, 47302, 25062, 2288, 9640, 9307, 4032, 6027, 3615, 19528, 13672, 1829, 43242, 3224, 37893, 3714, 3555, 22653, 15844, 12174, 9381, 3660, 11203, 2304, 10632, 37893, 3714, 3555, 22653, 15844, 12174, 14407, 22488, 11203, 2304, 10632, 45030, 11242, 2423, 8315, 3794, 4724, 14851, 9778, 40448, 25124, 17082, 1211, 9673, 6027, 1829, 37495, 22653, 4724, 14851, 9778, 40448, 3714, 3224, 41260, 3794, 4724, 8592, 19986, 6225, 3215, 3215, 37495, 22653, 24525, 2304, 3224, 50113, 1211, 14111, 995, 37893, 14739, 3224, 13412, 17082, 1211, 13412, 19986, 20449, 9957, 34051, 3714, 4587, 9381, 23328, 4724, 30544, 3714, 3224, 41260, 3794, 4724, 2407, 11242, 3555, 12174, 3215, 2288, 9154, 33688, 3215, 9640, 3660, 9673, 6027, 10632, 6055, 19913, 3555, 9566, 20449, 40294], "avg_logprob": -0.23148148803523294, "compression_ratio": 2.2446483180428136, "no_speech_prob": 2.0742416381835938e-05, "words": [{"start": 2375.44, "end": 2375.68, "word": "ما", "probability": 0.93212890625}, {"start": 2375.68, "end": 2376.16, "word": " يكونش", "probability": 0.82470703125}, {"start": 2376.16, "end": 2376.28, "word": " يا", "probability": 0.53759765625}, {"start": 2376.28, "end": 2376.54, "word": " بيض", "probability": 0.935546875}, {"start": 2376.54, "end": 2376.66, "word": " يا", "probability": 0.5185546875}, {"start": 2376.66, "end": 2377.12, "word": " أسود", "probability": 0.9845377604166666}, {"start": 2377.12, "end": 2378.1, "word": " في", "probability": 0.3037109375}, {"start": 2378.1, "end": 2378.56, "word": " مواقف", "probability": 0.9693603515625}, {"start": 2378.56, "end": 2378.98, "word": " معينة", "probability": 0.9928385416666666}, {"start": 2378.98, "end": 2379.22, "word": " لازم", "probability": 0.9772135416666666}, {"start": 2379.22, "end": 2379.58, "word": " يكون", "probability": 0.9931640625}, {"start": 2379.58, "end": 2380.0, "word": " ليّن", "probability": 0.7677408854166666}, {"start": 2380.0, "end": 2380.26, "word": " فيها", "probability": 0.98583984375}, {"start": 2380.26, "end": 2380.6, "word": " مرن", "probability": 0.6680501302083334}, {"start": 2380.6, "end": 2380.9, "word": " فيها", "probability": 0.99365234375}, {"start": 2380.9, "end": 2381.36, "word": " بتتطلب", "probability": 0.6619873046875}, {"start": 2381.36, "end": 2381.88, "word": " مرونة", "probability": 0.8052978515625}, {"start": 2381.88, "end": 2383.0, "word": " حصيلة", "probability": 0.810302734375}, {"start": 2383.0, "end": 2383.34, "word": " علمية", "probability": 0.9757486979166666}, {"start": 2383.34, "end": 2384.06, "word": " وذكرناها", "probability": 0.87265625}, {"start": 2384.06, "end": 2384.36, "word": " برضه", "probability": 0.7654622395833334}, {"start": 2384.36, "end": 2384.7, "word": " مش", "probability": 0.97314453125}, {"start": 2384.7, "end": 2384.86, "word": " من", "probability": 0.93994140625}, {"start": 2384.86, "end": 2385.2, "word": " المنطق", "probability": 0.9793701171875}, {"start": 2385.2, "end": 2385.3, "word": " أن", "probability": 0.509765625}, {"start": 2385.3, "end": 2385.42, "word": " أنا", "probability": 0.82177734375}, {"start": 2385.42, "end": 2385.72, "word": " أجيب", "probability": 0.975830078125}, {"start": 2385.72, "end": 2385.98, "word": " واحد", "probability": 0.9814453125}, {"start": 2385.98, "end": 2386.42, "word": " يحليلي", "probability": 0.75750732421875}, {"start": 2386.42, "end": 2386.6, "word": " هاي", "probability": 0.6583251953125}, {"start": 2386.6, "end": 2387.02, "word": " التقرير", "probability": 0.89794921875}, {"start": 2387.02, "end": 2387.48, "word": " ويقيملي", "probability": 0.85361328125}, {"start": 2387.48, "end": 2387.6, "word": " هاي", "probability": 0.822021484375}, {"start": 2387.6, "end": 2387.96, "word": " التقرير", "probability": 0.9229736328125}, {"start": 2387.96, "end": 2388.5, "word": " وتاخد", "probability": 0.6885986328125}, {"start": 2388.5, "end": 2388.6, "word": " هاي", "probability": 0.5594482421875}, {"start": 2388.6, "end": 2389.22, "word": " القرارات", "probability": 0.9884033203125}, {"start": 2389.22, "end": 2391.1, "word": " والعلم", "probability": 0.758544921875}, {"start": 2391.1, "end": 2391.24, "word": " اللي", "probability": 0.961669921875}, {"start": 2391.24, "end": 2391.54, "word": " عنده", "probability": 0.98291015625}, {"start": 2391.54, "end": 2391.74, "word": " مش", "probability": 0.9873046875}, {"start": 2391.74, "end": 2392.04, "word": " مبني", "probability": 0.97119140625}, {"start": 2392.04, "end": 2392.18, "word": " على", "probability": 0.92236328125}, {"start": 2392.18, "end": 2392.5, "word": " قصة", "probability": 0.5645345052083334}, {"start": 2392.5, "end": 2392.76, "word": " علمية", "probability": 0.9876302083333334}, {"start": 2392.76, "end": 2392.9, "word": " مش", "probability": 0.931640625}, {"start": 2392.9, "end": 2393.12, "word": " مبني", "probability": 0.96484375}, {"start": 2393.12, "end": 2393.22, "word": " على", "probability": 0.9130859375}, {"start": 2393.22, "end": 2393.44, "word": " قواعد", "probability": 0.9230143229166666}, {"start": 2393.44, "end": 2393.58, "word": " علمية", "probability": 0.9850260416666666}, {"start": 2393.58, "end": 2393.86, "word": " بعض", "probability": 0.5338134765625}, {"start": 2393.86, "end": 2394.14, "word": " الناس", "probability": 0.966796875}, {"start": 2394.14, "end": 2395.2, "word": " بستخدم", "probability": 0.611083984375}, {"start": 2395.2, "end": 2395.68, "word": " الشغل", "probability": 0.9837239583333334}, {"start": 2395.68, "end": 2396.42, "word": " المالي", "probability": 0.5908203125}, {"start": 2396.42, "end": 2396.6, "word": " يعني", "probability": 0.747314453125}, {"start": 2396.6, "end": 2396.86, "word": " بستخدم", "probability": 0.77215576171875}, {"start": 2396.86, "end": 2397.4, "word": " مهندس", "probability": 0.9908447265625}, {"start": 2397.4, "end": 2397.72, "word": " بشئ", "probability": 0.6168619791666666}, {"start": 2397.72, "end": 2397.96, "word": " عدد", "probability": 0.460205078125}, {"start": 2397.96, "end": 2398.16, "word": " يعني", "probability": 0.873291015625}, {"start": 2398.16, "end": 2398.42, "word": " اسمه", "probability": 0.6945597330729166}, {"start": 2398.42, "end": 2398.76, "word": " مثلًا", "probability": 0.9207763671875}, {"start": 2398.76, "end": 2398.98, "word": " مش", "probability": 0.8974609375}, {"start": 2398.98, "end": 2399.44, "word": " أنه", "probability": 0.4737548828125}, {"start": 2399.44, "end": 2399.8, "word": " شغل", "probability": 0.9599609375}, {"start": 2399.8, "end": 2400.24, "word": " شئ", "probability": 0.874267578125}, {"start": 2400.24, "end": 2400.58, "word": " معين", "probability": 0.904296875}, {"start": 2400.58, "end": 2401.28, "word": " أو", "probability": 0.9423828125}, {"start": 2401.28, "end": 2401.92, "word": " مقصود", "probability": 0.8963623046875}, {"start": 2401.92, "end": 2402.46, "word": " بكون", "probability": 0.5712890625}, {"start": 2402.46, "end": 2402.9, "word": " مهندس", "probability": 0.9815673828125}, {"start": 2402.9, "end": 2403.2, "word": " بوضب", "probability": 0.42327880859375}, {"start": 2403.2, "end": 2403.6, "word": " قدر", "probability": 0.9114583333333334}, {"start": 2403.6, "end": 2403.72, "word": " من", "probability": 0.498046875}, {"start": 2403.72, "end": 2403.98, "word": " الإدارة", "probability": 0.83056640625}, {"start": 2403.98, "end": 2404.2, "word": " المالية", "probability": 0.93798828125}, {"start": 2404.2, "end": 2404.64, "word": " تظبط", "probability": 0.9263916015625}, {"start": 2404.64, "end": 2404.92, "word": " معاه", "probability": 0.96240234375}], "temperature": 1.0}, {"id": 95, "seek": 242657, "start": 2405.61, "end": 2426.57, "text": "بقعد أشتغل فتحات، بعتقد أنه هيكش وصح، بيجي فضيش بجراس محاسبة و لا ما يوم مصادقية، بنسف الشغل بعيده من الأول، ليش؟ لأنه هذا علم، علم إله قواعد و إله مظريات بنمشي عليها، بشتغلش بشكل عشوائي، أحد أسباب class الشركات و خاصتتها، سوء الإدارة المالية بيها", "tokens": [3555, 4587, 22488, 5551, 8592, 2655, 17082, 1211, 6156, 2655, 5016, 9307, 12399, 4724, 34268, 28543, 14739, 3224, 39896, 4117, 8592, 4032, 9381, 5016, 12399, 4724, 1829, 7435, 1829, 6156, 11242, 1829, 8592, 4724, 7435, 23557, 3794, 3714, 5016, 32277, 49401, 4032, 20193, 19446, 7251, 20498, 3714, 9381, 18513, 4587, 10632, 12399, 44945, 3794, 5172, 25124, 17082, 1211, 45030, 25708, 3224, 9154, 16247, 12610, 12399, 32239, 8592, 22807, 5296, 33456, 3224, 23758, 11203, 2304, 12399, 11203, 2304, 11933, 43761, 12174, 14407, 22488, 4032, 11933, 43761, 3714, 19913, 16572, 9307, 44945, 2304, 8592, 1829, 25894, 11296, 12399, 4724, 8592, 2655, 17082, 1211, 8592, 4724, 8592, 28820, 6225, 8592, 2407, 16373, 1829, 12399, 5551, 24401, 5551, 35457, 16758, 1508, 25124, 31747, 9307, 4032, 16490, 33546, 2655, 2655, 11296, 12399, 8608, 2407, 38207, 33688, 3215, 9640, 3660, 9673, 6027, 10632, 4724, 1829, 11296], "avg_logprob": -0.26218971039386507, "compression_ratio": 1.7549407114624507, "no_speech_prob": 6.4373016357421875e-06, "words": [{"start": 2405.61, "end": 2406.05, "word": "بقعد", "probability": 0.9788411458333334}, {"start": 2406.05, "end": 2406.47, "word": " أشتغل", "probability": 0.912890625}, {"start": 2406.47, "end": 2407.15, "word": " فتحات،", "probability": 0.609765625}, {"start": 2407.15, "end": 2407.57, "word": " بعتقد", "probability": 0.5374755859375}, {"start": 2407.57, "end": 2407.79, "word": " أنه", "probability": 0.697998046875}, {"start": 2407.79, "end": 2408.07, "word": " هيكش", "probability": 0.9220377604166666}, {"start": 2408.07, "end": 2409.13, "word": " وصح،", "probability": 0.69775390625}, {"start": 2409.13, "end": 2409.55, "word": " بيجي", "probability": 0.634033203125}, {"start": 2409.55, "end": 2409.97, "word": " فضيش", "probability": 0.5947418212890625}, {"start": 2409.97, "end": 2410.39, "word": " بجراس", "probability": 0.66326904296875}, {"start": 2410.39, "end": 2411.03, "word": " محاسبة", "probability": 0.982666015625}, {"start": 2411.03, "end": 2411.21, "word": " و", "probability": 0.305908203125}, {"start": 2411.21, "end": 2411.33, "word": " لا", "probability": 0.91015625}, {"start": 2411.33, "end": 2411.47, "word": " ما", "probability": 0.6630859375}, {"start": 2411.47, "end": 2411.69, "word": " يوم", "probability": 0.862060546875}, {"start": 2411.69, "end": 2412.55, "word": " مصادقية،", "probability": 0.7162272135416666}, {"start": 2412.55, "end": 2413.03, "word": " بنسف", "probability": 0.605712890625}, {"start": 2413.03, "end": 2413.43, "word": " الشغل", "probability": 0.990234375}, {"start": 2413.43, "end": 2413.69, "word": " بعيده", "probability": 0.7814127604166666}, {"start": 2413.69, "end": 2413.79, "word": " من", "probability": 0.9765625}, {"start": 2413.79, "end": 2414.21, "word": " الأول،", "probability": 0.8733723958333334}, {"start": 2414.21, "end": 2414.71, "word": " ليش؟", "probability": 0.9466145833333334}, {"start": 2414.71, "end": 2415.07, "word": " لأنه", "probability": 0.7123209635416666}, {"start": 2415.07, "end": 2415.23, "word": " هذا", "probability": 0.8427734375}, {"start": 2415.23, "end": 2415.69, "word": " علم،", "probability": 0.9265950520833334}, {"start": 2415.69, "end": 2416.05, "word": " علم", "probability": 0.908935546875}, {"start": 2416.05, "end": 2416.27, "word": " إله", "probability": 0.50732421875}, {"start": 2416.27, "end": 2416.91, "word": " قواعد", "probability": 0.87109375}, {"start": 2416.91, "end": 2417.33, "word": " و", "probability": 0.962890625}, {"start": 2417.33, "end": 2417.59, "word": " إله", "probability": 0.713134765625}, {"start": 2417.59, "end": 2418.33, "word": " مظريات", "probability": 0.68084716796875}, {"start": 2418.33, "end": 2418.83, "word": " بنمشي", "probability": 0.9681396484375}, {"start": 2418.83, "end": 2419.77, "word": " عليها،", "probability": 0.98193359375}, {"start": 2419.77, "end": 2420.39, "word": " بشتغلش", "probability": 0.9391276041666666}, {"start": 2420.39, "end": 2420.77, "word": " بشكل", "probability": 0.9853515625}, {"start": 2420.77, "end": 2421.85, "word": " عشوائي،", "probability": 0.9595540364583334}, {"start": 2421.85, "end": 2422.29, "word": " أحد", "probability": 0.989013671875}, {"start": 2422.29, "end": 2422.93, "word": " أسباب", "probability": 0.9913736979166666}, {"start": 2422.93, "end": 2423.37, "word": " class", "probability": 0.2529296875}, {"start": 2423.37, "end": 2423.97, "word": " الشركات", "probability": 0.9431966145833334}, {"start": 2423.97, "end": 2424.07, "word": " و", "probability": 0.8984375}, {"start": 2424.07, "end": 2424.81, "word": " خاصتتها،", "probability": 0.6598714192708334}, {"start": 2424.81, "end": 2425.23, "word": " سوء", "probability": 0.9013671875}, {"start": 2425.23, "end": 2425.79, "word": " الإدارة", "probability": 0.9854736328125}, {"start": 2425.79, "end": 2426.19, "word": " المالية", "probability": 0.99560546875}, {"start": 2426.19, "end": 2426.57, "word": " بيها", "probability": 0.8064778645833334}], "temperature": 1.0}, {"id": 96, "seek": 245473, "start": 2427.37, "end": 2454.73, "text": "بدا أنهم مش عارفين افلو someone بتروح الله يسهل على مكانه كويسة بعدين في برامج معينة لازم يكون أطلع فيها المدير المالي هاي البرامج بتسهله اللي هي مثلا قراءة التقارير، فحصة التقارير، تخيلة التقارير؟ هذه برامج المحاسبة يعني، ماشي، لكن هي بتعطيك تقرير نهائي طيب، مهارات المدير المالي skills لأ، بتبتدأ ايه ال skills اللي .. اللي تفقدت واحدة من أخوات بيجي بالخبرة اللي لازم يكون عنده ال manager", "tokens": [3555, 28259, 14739, 16095, 37893, 6225, 9640, 5172, 9957, 1975, 5172, 1211, 2407, 1580, 39894, 32887, 5016, 21984, 7251, 3794, 3224, 1211, 15844, 3714, 41361, 3224, 9122, 45865, 3794, 3660, 39182, 9957, 8978, 4724, 2288, 10943, 7435, 20449, 9957, 3660, 5296, 31377, 2304, 7251, 30544, 5551, 9566, 1211, 3615, 8978, 11296, 9673, 3215, 13546, 9673, 6027, 1829, 8032, 47302, 2423, 26890, 10943, 7435, 39894, 3794, 3224, 43761, 13672, 1829, 39896, 50113, 15040, 12174, 2288, 16606, 3660, 16712, 4587, 9640, 13546, 12399, 6156, 5016, 9381, 3660, 16712, 4587, 9640, 13546, 12399, 6055, 9778, 26895, 3660, 16712, 4587, 9640, 13546, 22807, 29538, 4724, 2288, 10943, 7435, 9673, 5016, 32277, 49401, 37495, 22653, 12399, 3714, 33599, 1829, 12399, 44381, 39896, 39894, 3615, 9566, 1829, 4117, 6055, 4587, 2288, 13546, 8717, 3224, 16373, 1829, 23032, 1829, 3555, 12399, 3714, 3224, 9640, 9307, 9673, 3215, 13546, 9673, 6027, 1829, 3942, 5296, 10721, 12399, 39894, 3555, 2655, 3215, 10721, 1975, 1829, 3224, 2423, 3942, 13672, 1829, 4386, 13672, 1829, 6055, 5172, 28543, 2655, 36764, 24401, 3660, 9154, 5551, 9778, 2407, 9307, 4724, 1829, 7435, 1829, 20666, 9778, 26890, 3660, 13672, 1829, 5296, 31377, 2304, 7251, 30544, 43242, 3224, 2423, 6598], "avg_logprob": -0.2426282103245075, "compression_ratio": 2.054054054054054, "no_speech_prob": 8.940696716308594e-07, "words": [{"start": 2427.37, "end": 2427.65, "word": "بدا", "probability": 0.40838623046875}, {"start": 2427.65, "end": 2427.87, "word": " أنهم", "probability": 0.450927734375}, {"start": 2427.87, "end": 2428.01, "word": " مش", "probability": 0.98681640625}, {"start": 2428.01, "end": 2428.43, "word": " عارفين", "probability": 0.9892578125}, {"start": 2428.43, "end": 2428.81, "word": " افلو", "probability": 0.61566162109375}, {"start": 2428.81, "end": 2429.03, "word": " someone", "probability": 0.447021484375}, {"start": 2429.03, "end": 2429.61, "word": " بتروح", "probability": 0.9775390625}, {"start": 2429.61, "end": 2429.91, "word": " الله", "probability": 0.7939453125}, {"start": 2429.91, "end": 2430.49, "word": " يسهل", "probability": 0.9254150390625}, {"start": 2430.49, "end": 2430.63, "word": " على", "probability": 0.454833984375}, {"start": 2430.63, "end": 2430.93, "word": " مكانه", "probability": 0.8938802083333334}, {"start": 2430.93, "end": 2431.19, "word": " كويسة", "probability": 0.881103515625}, {"start": 2431.19, "end": 2431.59, "word": " بعدين", "probability": 0.797607421875}, {"start": 2431.59, "end": 2431.69, "word": " في", "probability": 0.78369140625}, {"start": 2431.69, "end": 2432.07, "word": " برامج", "probability": 0.9705810546875}, {"start": 2432.07, "end": 2432.43, "word": " معينة", "probability": 0.99169921875}, {"start": 2432.43, "end": 2432.63, "word": " لازم", "probability": 0.9855143229166666}, {"start": 2432.63, "end": 2432.81, "word": " يكون", "probability": 0.980712890625}, {"start": 2432.81, "end": 2433.37, "word": " أطلع", "probability": 0.8258056640625}, {"start": 2433.37, "end": 2433.61, "word": " فيها", "probability": 0.993408203125}, {"start": 2433.61, "end": 2433.91, "word": " المدير", "probability": 0.97607421875}, {"start": 2433.91, "end": 2434.29, "word": " المالي", "probability": 0.97998046875}, {"start": 2434.29, "end": 2434.53, "word": " هاي", "probability": 0.541748046875}, {"start": 2434.53, "end": 2435.21, "word": " البرامج", "probability": 0.941162109375}, {"start": 2435.21, "end": 2435.95, "word": " بتسهله", "probability": 0.8787841796875}, {"start": 2435.95, "end": 2436.45, "word": " اللي", "probability": 0.88037109375}, {"start": 2436.45, "end": 2436.61, "word": " هي", "probability": 0.8037109375}, {"start": 2436.61, "end": 2436.85, "word": " مثلا", "probability": 0.905029296875}, {"start": 2436.85, "end": 2437.31, "word": " قراءة", "probability": 0.828857421875}, {"start": 2437.31, "end": 2437.79, "word": " التقارير،", "probability": 0.769921875}, {"start": 2437.79, "end": 2438.11, "word": " فحصة", "probability": 0.802490234375}, {"start": 2438.11, "end": 2438.45, "word": " التقارير،", "probability": 0.96943359375}, {"start": 2438.45, "end": 2438.71, "word": " تخيلة", "probability": 0.61279296875}, {"start": 2438.71, "end": 2439.03, "word": " التقارير؟", "probability": 0.80382080078125}, {"start": 2439.03, "end": 2439.03, "word": " هذه", "probability": 0.34765625}, {"start": 2439.03, "end": 2439.03, "word": " برامج", "probability": 0.96533203125}, {"start": 2439.03, "end": 2439.51, "word": " المحاسبة", "probability": 0.80267333984375}, {"start": 2439.51, "end": 2440.29, "word": " يعني،", "probability": 0.7804361979166666}, {"start": 2440.29, "end": 2440.99, "word": " ماشي،", "probability": 0.7889404296875}, {"start": 2440.99, "end": 2441.17, "word": " لكن", "probability": 0.9501953125}, {"start": 2441.17, "end": 2441.31, "word": " هي", "probability": 0.78466796875}, {"start": 2441.31, "end": 2441.77, "word": " بتعطيك", "probability": 0.92099609375}, {"start": 2441.77, "end": 2442.13, "word": " تقرير", "probability": 0.7774658203125}, {"start": 2442.13, "end": 2442.63, "word": " نهائي", "probability": 0.8397216796875}, {"start": 2442.63, "end": 2444.79, "word": " طيب،", "probability": 0.8809814453125}, {"start": 2444.79, "end": 2445.45, "word": " مهارات", "probability": 0.9725341796875}, {"start": 2445.45, "end": 2445.71, "word": " المدير", "probability": 0.9899088541666666}, {"start": 2445.71, "end": 2446.15, "word": " المالي", "probability": 0.9964192708333334}, {"start": 2446.15, "end": 2446.93, "word": " skills", "probability": 0.6181640625}, {"start": 2446.93, "end": 2447.37, "word": " لأ،", "probability": 0.5741373697916666}, {"start": 2447.37, "end": 2447.77, "word": " بتبتدأ", "probability": 0.658447265625}, {"start": 2447.77, "end": 2447.95, "word": " ايه", "probability": 0.4745279947916667}, {"start": 2447.95, "end": 2448.07, "word": " ال", "probability": 0.91650390625}, {"start": 2448.07, "end": 2448.55, "word": " skills", "probability": 0.96533203125}, {"start": 2448.55, "end": 2449.03, "word": " اللي", "probability": 0.882080078125}, {"start": 2449.03, "end": 2449.21, "word": " ..", "probability": 0.2529296875}, {"start": 2449.21, "end": 2449.39, "word": " اللي", "probability": 0.929931640625}, {"start": 2449.39, "end": 2449.81, "word": " تفقدت", "probability": 0.478363037109375}, {"start": 2449.81, "end": 2450.01, "word": " واحدة", "probability": 0.9807942708333334}, {"start": 2450.01, "end": 2450.11, "word": " من", "probability": 0.99462890625}, {"start": 2450.11, "end": 2450.39, "word": " أخوات", "probability": 0.9254150390625}, {"start": 2450.39, "end": 2450.73, "word": " بيجي", "probability": 0.74029541015625}, {"start": 2450.73, "end": 2451.91, "word": " بالخبرة", "probability": 0.7967529296875}, {"start": 2451.91, "end": 2452.43, "word": " اللي", "probability": 0.9619140625}, {"start": 2452.43, "end": 2452.71, "word": " لازم", "probability": 0.9939778645833334}, {"start": 2452.71, "end": 2452.93, "word": " يكون", "probability": 0.99365234375}, {"start": 2452.93, "end": 2453.35, "word": " عنده", "probability": 0.990478515625}, {"start": 2453.35, "end": 2454.49, "word": " ال", "probability": 0.406005859375}, {"start": 2454.49, "end": 2454.73, "word": " manager", "probability": 0.84228515625}], "temperature": 1.0}, {"id": 97, "seek": 248142, "start": 2455.5, "end": 2481.42, "text": "في عندي أربع مهارات اه هين هقولهم و هم يحكولي عنهم أول مهارة شخصية مهارات الأعمال مهارات المالية مهارات التغيير نبدأ واحدة واحدة و بعد هيك نشوف إذا كلامكم كان صح أو صح طيب عندي مهارات شخصية مين كللني عنها او مين .. ان شاء الله مهارات شخصية لازم تكون عند تقاط البيانات لازم تكون عند الخبرة يعني لازم تكون مرن", "tokens": [41185, 18871, 16254, 5551, 25513, 3615, 3714, 3224, 9640, 9307, 1975, 3224, 8032, 9957, 8032, 39648, 16095, 4032, 8032, 2304, 7251, 5016, 4117, 12610, 1829, 18871, 16095, 5551, 12610, 3714, 3224, 9640, 3660, 13412, 9778, 9381, 10632, 3714, 3224, 9640, 9307, 16247, 25957, 6027, 3714, 3224, 9640, 9307, 9673, 6027, 10632, 3714, 3224, 9640, 9307, 16712, 17082, 1829, 13546, 8717, 44510, 10721, 36764, 24401, 3660, 36764, 24401, 3660, 4032, 39182, 39896, 4117, 8717, 8592, 38688, 11933, 15730, 28242, 10943, 24793, 25961, 20328, 5016, 34051, 20328, 5016, 23032, 1829, 3555, 18871, 16254, 3714, 3224, 9640, 9307, 13412, 9778, 9381, 10632, 3714, 9957, 28242, 1211, 22653, 18871, 11296, 1975, 2407, 3714, 9957, 4386, 16472, 13412, 16606, 21984, 3714, 3224, 9640, 9307, 13412, 9778, 9381, 10632, 5296, 31377, 2304, 6055, 30544, 43242, 6055, 4587, 41193, 2423, 21292, 7649, 9307, 5296, 31377, 2304, 6055, 30544, 43242, 33962, 3555, 25720, 37495, 22653, 5296, 31377, 2304, 6055, 30544, 3714, 2288, 1863], "avg_logprob": -0.1951121858870372, "compression_ratio": 2.358974358974359, "no_speech_prob": 1.4781951904296875e-05, "words": [{"start": 2455.5, "end": 2455.78, "word": "في", "probability": 0.86474609375}, {"start": 2455.78, "end": 2456.2, "word": " عندي", "probability": 0.84765625}, {"start": 2456.2, "end": 2456.66, "word": " أربع", "probability": 0.8528645833333334}, {"start": 2456.66, "end": 2457.12, "word": " مهارات", "probability": 0.958740234375}, {"start": 2457.12, "end": 2460.44, "word": " اه", "probability": 0.19866943359375}, {"start": 2460.44, "end": 2460.84, "word": " هين", "probability": 0.610595703125}, {"start": 2460.84, "end": 2461.32, "word": " هقولهم", "probability": 0.7877604166666666}, {"start": 2461.32, "end": 2461.42, "word": " و", "probability": 0.375}, {"start": 2461.42, "end": 2461.58, "word": " هم", "probability": 0.84619140625}, {"start": 2461.58, "end": 2461.9, "word": " يحكولي", "probability": 0.8564453125}, {"start": 2461.9, "end": 2462.12, "word": " عنهم", "probability": 0.7335205078125}, {"start": 2462.12, "end": 2463.84, "word": " أول", "probability": 0.845703125}, {"start": 2463.84, "end": 2464.16, "word": " مهارة", "probability": 0.9808349609375}, {"start": 2464.16, "end": 2464.72, "word": " شخصية", "probability": 0.916259765625}, {"start": 2464.72, "end": 2465.28, "word": " مهارات", "probability": 0.954833984375}, {"start": 2465.28, "end": 2465.72, "word": " الأعمال", "probability": 0.9527994791666666}, {"start": 2465.72, "end": 2466.06, "word": " مهارات", "probability": 0.908203125}, {"start": 2466.06, "end": 2466.48, "word": " المالية", "probability": 0.809814453125}, {"start": 2466.48, "end": 2466.8, "word": " مهارات", "probability": 0.932373046875}, {"start": 2466.8, "end": 2467.12, "word": " التغيير", "probability": 0.8746337890625}, {"start": 2467.12, "end": 2467.4, "word": " نبدأ", "probability": 0.9601236979166666}, {"start": 2467.4, "end": 2467.6, "word": " واحدة", "probability": 0.94580078125}, {"start": 2467.6, "end": 2467.96, "word": " واحدة", "probability": 0.958984375}, {"start": 2467.96, "end": 2468.12, "word": " و", "probability": 0.73681640625}, {"start": 2468.12, "end": 2468.32, "word": " بعد", "probability": 0.9111328125}, {"start": 2468.32, "end": 2468.48, "word": " هيك", "probability": 0.695556640625}, {"start": 2468.48, "end": 2468.7, "word": " نشوف", "probability": 0.9921875}, {"start": 2468.7, "end": 2468.86, "word": " إذا", "probability": 0.830810546875}, {"start": 2468.86, "end": 2469.22, "word": " كلامكم", "probability": 0.8974609375}, {"start": 2469.22, "end": 2469.38, "word": " كان", "probability": 0.91796875}, {"start": 2469.38, "end": 2469.72, "word": " صح", "probability": 0.996826171875}, {"start": 2469.72, "end": 2470.12, "word": " أو", "probability": 0.89404296875}, {"start": 2470.12, "end": 2470.52, "word": " صح", "probability": 0.990234375}, {"start": 2470.52, "end": 2471.72, "word": " طيب", "probability": 0.7908528645833334}, {"start": 2471.72, "end": 2472.04, "word": " عندي", "probability": 0.760498046875}, {"start": 2472.04, "end": 2472.3, "word": " مهارات", "probability": 0.9923095703125}, {"start": 2472.3, "end": 2472.58, "word": " شخصية", "probability": 0.9984130859375}, {"start": 2472.58, "end": 2472.8, "word": " مين", "probability": 0.76806640625}, {"start": 2472.8, "end": 2473.16, "word": " كللني", "probability": 0.6893717447916666}, {"start": 2473.16, "end": 2473.42, "word": " عنها", "probability": 0.9970703125}, {"start": 2473.42, "end": 2473.56, "word": " او", "probability": 0.587158203125}, {"start": 2473.56, "end": 2473.74, "word": " مين", "probability": 0.802978515625}, {"start": 2473.74, "end": 2474.58, "word": " ..", "probability": 0.53955078125}, {"start": 2474.58, "end": 2475.36, "word": " ان", "probability": 0.5361328125}, {"start": 2475.36, "end": 2475.58, "word": " شاء", "probability": 0.879150390625}, {"start": 2475.58, "end": 2475.78, "word": " الله", "probability": 0.95458984375}, {"start": 2475.78, "end": 2477.08, "word": " مهارات", "probability": 0.8275146484375}, {"start": 2477.08, "end": 2477.34, "word": " شخصية", "probability": 0.9952392578125}, {"start": 2477.34, "end": 2477.58, "word": " لازم", "probability": 0.8277180989583334}, {"start": 2477.58, "end": 2477.78, "word": " تكون", "probability": 0.8359375}, {"start": 2477.78, "end": 2477.94, "word": " عند", "probability": 0.951171875}, {"start": 2477.94, "end": 2478.32, "word": " تقاط", "probability": 0.4170735677083333}, {"start": 2478.32, "end": 2478.76, "word": " البيانات", "probability": 0.8388671875}, {"start": 2478.76, "end": 2479.02, "word": " لازم", "probability": 0.9737955729166666}, {"start": 2479.02, "end": 2479.22, "word": " تكون", "probability": 0.99267578125}, {"start": 2479.22, "end": 2479.38, "word": " عند", "probability": 0.9892578125}, {"start": 2479.38, "end": 2479.96, "word": " الخبرة", "probability": 0.8527018229166666}, {"start": 2479.96, "end": 2480.6, "word": " يعني", "probability": 0.745361328125}, {"start": 2480.6, "end": 2480.84, "word": " لازم", "probability": 0.9943033854166666}, {"start": 2480.84, "end": 2481.06, "word": " تكون", "probability": 0.97119140625}, {"start": 2481.06, "end": 2481.42, "word": " مرن", "probability": 0.7853190104166666}], "temperature": 1.0}, {"id": 98, "seek": 251117, "start": 2482.8, "end": 2511.18, "text": "شخصية الأغلب هتكون متعلقة بإيش؟ بشخصيته ممتازة gentle man ملابس متناصقة اللوانة مردبة لمرافقة shows ملمعة مرن صح كلامك راكض .. راكض .. انت بنت انهات شخصية أقول لك قليل شوية حسنا راكضت البطبان جاي بياخد الشابع شيكة على الأخر قعدة معينة مالسكي جرام بيجيبها معينة كل هذا لازم يكون موجود فيه يبقى إنه مدير مدير مالي ماشي إنه يكون عينة و ليه أنا مش واحد يقول ليه القدش و يخدها", "tokens": [8592, 9778, 9381, 10632, 16247, 17082, 46152, 8032, 2655, 30544, 44650, 30241, 28671, 4724, 28814, 1829, 8592, 22807, 4724, 8592, 9778, 9381, 36081, 3224, 3714, 2304, 2655, 31377, 3660, 6424, 587, 3714, 15040, 3555, 3794, 44650, 1863, 33546, 28671, 13672, 2407, 7649, 3660, 3714, 2288, 3215, 49401, 32767, 23557, 5172, 28671, 3110, 3714, 19528, 27884, 3714, 2288, 1863, 20328, 5016, 28242, 10943, 4117, 12602, 995, 4117, 11242, 4386, 12602, 995, 4117, 11242, 4386, 16472, 2655, 4724, 29399, 16472, 3224, 9307, 13412, 9778, 9381, 10632, 5551, 39648, 5296, 4117, 12174, 20292, 1211, 13412, 2407, 10632, 11331, 3794, 8315, 12602, 995, 4117, 11242, 2655, 29739, 9566, 3555, 7649, 10874, 47302, 4724, 1829, 47283, 3215, 25124, 16758, 3615, 13412, 1829, 4117, 3660, 15844, 16247, 34740, 12174, 22488, 3660, 20449, 9957, 3660, 3714, 6027, 3794, 4117, 1829, 10874, 2288, 10943, 4724, 1829, 7435, 1829, 3555, 11296, 20449, 9957, 3660, 28242, 23758, 5296, 31377, 2304, 7251, 30544, 3714, 29245, 23328, 8978, 3224, 7251, 3555, 4587, 7578, 36145, 3224, 3714, 3215, 13546, 3714, 3215, 13546, 3714, 6027, 1829, 3714, 33599, 1829, 36145, 3224, 7251, 30544, 6225, 9957, 3660, 4032, 32239, 3224, 41850, 37893, 36764, 24401, 7251, 39648, 32239, 3224, 25062, 3215, 8592, 4032, 7251, 9778, 3215, 11296], "avg_logprob": -0.39511138510586014, "compression_ratio": 1.9522388059701492, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 2482.8, "end": 2483.28, "word": "شخصية", "probability": 0.9677734375}, {"start": 2483.28, "end": 2483.58, "word": " الأغلب", "probability": 0.9456380208333334}, {"start": 2483.58, "end": 2483.82, "word": " هتكون", "probability": 0.74072265625}, {"start": 2483.82, "end": 2484.2, "word": " متعلقة", "probability": 0.9903971354166666}, {"start": 2484.2, "end": 2484.56, "word": " بإيش؟", "probability": 0.7986328125}, {"start": 2484.56, "end": 2485.78, "word": " بشخصيته", "probability": 0.886474609375}, {"start": 2485.78, "end": 2486.62, "word": " ممتازة", "probability": 0.880078125}, {"start": 2486.62, "end": 2486.9, "word": " gentle", "probability": 0.203369140625}, {"start": 2486.9, "end": 2487.3, "word": " man", "probability": 0.2294921875}, {"start": 2487.3, "end": 2488.34, "word": " ملابس", "probability": 0.8079833984375}, {"start": 2488.34, "end": 2489.06, "word": " متناصقة", "probability": 0.74310302734375}, {"start": 2489.06, "end": 2489.98, "word": " اللوانة", "probability": 0.7432861328125}, {"start": 2489.98, "end": 2490.82, "word": " مردبة", "probability": 0.80712890625}, {"start": 2490.82, "end": 2491.84, "word": " لمرافقة", "probability": 0.69384765625}, {"start": 2491.84, "end": 2492.2, "word": " shows", "probability": 0.369384765625}, {"start": 2492.2, "end": 2492.86, "word": " ملمعة", "probability": 0.6314290364583334}, {"start": 2492.86, "end": 2493.62, "word": " مرن", "probability": 0.579833984375}, {"start": 2493.62, "end": 2493.92, "word": " صح", "probability": 0.92431640625}, {"start": 2493.92, "end": 2494.34, "word": " كلامك", "probability": 0.9075520833333334}, {"start": 2494.34, "end": 2494.78, "word": " راكض", "probability": 0.46923828125}, {"start": 2494.78, "end": 2494.82, "word": " ..", "probability": 0.5283203125}, {"start": 2494.82, "end": 2495.14, "word": " راكض", "probability": 0.823486328125}, {"start": 2495.14, "end": 2495.4, "word": " ..", "probability": 0.5869140625}, {"start": 2495.4, "end": 2495.68, "word": " انت", "probability": 0.756103515625}, {"start": 2495.68, "end": 2495.86, "word": " بنت", "probability": 0.3656005859375}, {"start": 2495.86, "end": 2496.18, "word": " انهات", "probability": 0.588134765625}, {"start": 2496.18, "end": 2496.58, "word": " شخصية", "probability": 0.994384765625}, {"start": 2496.58, "end": 2496.86, "word": " أقول", "probability": 0.459075927734375}, {"start": 2496.86, "end": 2496.98, "word": " لك", "probability": 0.49749755859375}, {"start": 2496.98, "end": 2497.18, "word": " قليل", "probability": 0.5146891276041666}, {"start": 2497.18, "end": 2497.46, "word": " شوية", "probability": 0.734375}, {"start": 2497.46, "end": 2498.0, "word": " حسنا", "probability": 0.58544921875}, {"start": 2498.0, "end": 2499.14, "word": " راكضت", "probability": 0.8306640625}, {"start": 2499.14, "end": 2499.56, "word": " البطبان", "probability": 0.832763671875}, {"start": 2499.56, "end": 2499.74, "word": " جاي", "probability": 0.636962890625}, {"start": 2499.74, "end": 2500.02, "word": " بياخد", "probability": 0.5889892578125}, {"start": 2500.02, "end": 2500.48, "word": " الشابع", "probability": 0.8077799479166666}, {"start": 2500.48, "end": 2501.42, "word": " شيكة", "probability": 0.75250244140625}, {"start": 2501.42, "end": 2501.56, "word": " على", "probability": 0.74267578125}, {"start": 2501.56, "end": 2501.94, "word": " الأخر", "probability": 0.74951171875}, {"start": 2501.94, "end": 2502.68, "word": " قعدة", "probability": 0.8680013020833334}, {"start": 2502.68, "end": 2503.2, "word": " معينة", "probability": 0.9962565104166666}, {"start": 2503.2, "end": 2503.68, "word": " مالسكي", "probability": 0.61796875}, {"start": 2503.68, "end": 2503.9, "word": " جرام", "probability": 0.5228678385416666}, {"start": 2503.9, "end": 2504.18, "word": " بيجيبها", "probability": 0.4418538411458333}, {"start": 2504.18, "end": 2504.4, "word": " معينة", "probability": 0.90625}, {"start": 2504.4, "end": 2504.56, "word": " كل", "probability": 0.3525390625}, {"start": 2504.56, "end": 2504.7, "word": " هذا", "probability": 0.533203125}, {"start": 2504.7, "end": 2504.86, "word": " لازم", "probability": 0.7515462239583334}, {"start": 2504.86, "end": 2505.0, "word": " يكون", "probability": 0.914306640625}, {"start": 2505.0, "end": 2505.24, "word": " موجود", "probability": 0.97119140625}, {"start": 2505.24, "end": 2505.6, "word": " فيه", "probability": 0.8544921875}, {"start": 2505.6, "end": 2505.98, "word": " يبقى", "probability": 0.8607177734375}, {"start": 2505.98, "end": 2506.14, "word": " إنه", "probability": 0.656982421875}, {"start": 2506.14, "end": 2506.5, "word": " مدير", "probability": 0.98291015625}, {"start": 2506.5, "end": 2507.28, "word": " مدير", "probability": 0.9718424479166666}, {"start": 2507.28, "end": 2507.9, "word": " مالي", "probability": 0.97509765625}, {"start": 2507.9, "end": 2508.64, "word": " ماشي", "probability": 0.8956705729166666}, {"start": 2508.64, "end": 2508.9, "word": " إنه", "probability": 0.246429443359375}, {"start": 2508.9, "end": 2509.04, "word": " يكون", "probability": 0.554931640625}, {"start": 2509.04, "end": 2509.26, "word": " عينة", "probability": 0.587158203125}, {"start": 2509.26, "end": 2509.36, "word": " و", "probability": 0.86572265625}, {"start": 2509.36, "end": 2509.54, "word": " ليه", "probability": 0.47247314453125}, {"start": 2509.54, "end": 2509.62, "word": " أنا", "probability": 0.7802734375}, {"start": 2509.62, "end": 2509.78, "word": " مش", "probability": 0.9716796875}, {"start": 2509.78, "end": 2509.98, "word": " واحد", "probability": 0.9658203125}, {"start": 2509.98, "end": 2510.22, "word": " يقول", "probability": 0.77978515625}, {"start": 2510.22, "end": 2510.32, "word": " ليه", "probability": 0.4151611328125}, {"start": 2510.32, "end": 2510.68, "word": " القدش", "probability": 0.6363932291666666}, {"start": 2510.68, "end": 2510.78, "word": " و", "probability": 0.9052734375}, {"start": 2510.78, "end": 2511.18, "word": " يخدها", "probability": 0.812255859375}], "temperature": 1.0}, {"id": 99, "seek": 253933, "start": 2512.13, "end": 2539.33, "text": "Cheap يلا ياخدوا من غضب الناس لأ بدي أقول إنه مالياني طيب، طيب، بما يتعلق قدرة على الكلام، قدرة على التفاوض، منصب جيد، بذلك بما يتعلق بالمهارات المالية، شو خاطر في بالكم أشياء متعلقة بالمهارات المالية؟ مهارات مالية، ليش مدير مالي ليه؟ عشان يعمل واحد، اتنين، تلاتة، أربعة، يبقى في مهام تحليل، تخطيط، تسجيل، مصدر، حل المشاكل، حل المشاكل المالية، اجتماع، مهارات الأعمال", "tokens": [15683, 569, 7251, 15040, 7251, 47283, 3215, 14407, 9154, 32771, 11242, 3555, 2423, 8315, 3794, 5296, 10721, 4724, 16254, 5551, 39648, 36145, 3224, 3714, 6027, 1829, 7649, 1829, 23032, 1829, 3555, 12399, 23032, 1829, 3555, 12399, 4724, 15042, 7251, 2655, 30241, 4587, 12174, 3215, 25720, 15844, 2423, 28820, 10943, 12399, 12174, 3215, 25720, 15844, 16712, 5172, 995, 2407, 11242, 12399, 9154, 9381, 3555, 10874, 25708, 12399, 4724, 8848, 23275, 4724, 15042, 7251, 2655, 30241, 4587, 20666, 2304, 3224, 9640, 9307, 9673, 6027, 10632, 12399, 13412, 2407, 16490, 41193, 2288, 8978, 20666, 24793, 5551, 8592, 1829, 16606, 44650, 30241, 28671, 20666, 2304, 3224, 9640, 9307, 9673, 6027, 10632, 22807, 3714, 3224, 9640, 9307, 3714, 6027, 10632, 12399, 32239, 8592, 3714, 3215, 13546, 3714, 6027, 1829, 32239, 3224, 22807, 6225, 8592, 7649, 7251, 25957, 1211, 36764, 24401, 12399, 1975, 2655, 1863, 9957, 12399, 6055, 1211, 9307, 3660, 12399, 5551, 25513, 27884, 12399, 7251, 3555, 4587, 7578, 8978, 3714, 3224, 10943, 6055, 5016, 20292, 1211, 12399, 6055, 9778, 9566, 1829, 9566, 12399, 6055, 3794, 7435, 26895, 12399, 3714, 9381, 3215, 2288, 12399, 11331, 1211, 9673, 8592, 995, 28820, 12399, 11331, 1211, 9673, 8592, 995, 28820, 9673, 6027, 10632, 12399, 1975, 7435, 2655, 15042, 3615, 12399, 3714, 3224, 9640, 9307, 16247, 25957, 6027], "avg_logprob": -0.2153273738565899, "compression_ratio": 2.1947194719471947, "no_speech_prob": 2.0325183868408203e-05, "words": [{"start": 2512.13, "end": 2512.55, "word": "Cheap", "probability": 0.3031005859375}, {"start": 2512.55, "end": 2512.79, "word": " يلا", "probability": 0.528564453125}, {"start": 2512.79, "end": 2513.35, "word": " ياخدوا", "probability": 0.7325439453125}, {"start": 2513.35, "end": 2513.59, "word": " من", "probability": 0.425537109375}, {"start": 2513.59, "end": 2513.83, "word": " غضب", "probability": 0.8907877604166666}, {"start": 2513.83, "end": 2514.09, "word": " الناس", "probability": 0.693359375}, {"start": 2514.09, "end": 2514.61, "word": " لأ", "probability": 0.7408447265625}, {"start": 2514.61, "end": 2514.97, "word": " بدي", "probability": 0.552734375}, {"start": 2514.97, "end": 2515.13, "word": " أقول", "probability": 0.89306640625}, {"start": 2515.13, "end": 2515.31, "word": " إنه", "probability": 0.53076171875}, {"start": 2515.31, "end": 2515.71, "word": " مالياني", "probability": 0.70185546875}, {"start": 2515.71, "end": 2516.21, "word": " طيب،", "probability": 0.71490478515625}, {"start": 2516.21, "end": 2517.39, "word": " طيب،", "probability": 0.719970703125}, {"start": 2517.39, "end": 2517.57, "word": " بما", "probability": 0.951416015625}, {"start": 2517.57, "end": 2517.93, "word": " يتعلق", "probability": 0.975341796875}, {"start": 2517.93, "end": 2518.67, "word": " قدرة", "probability": 0.5940755208333334}, {"start": 2518.67, "end": 2518.81, "word": " على", "probability": 0.61962890625}, {"start": 2518.81, "end": 2519.33, "word": " الكلام،", "probability": 0.88720703125}, {"start": 2519.33, "end": 2519.53, "word": " قدرة", "probability": 0.9845377604166666}, {"start": 2519.53, "end": 2519.63, "word": " على", "probability": 0.93408203125}, {"start": 2519.63, "end": 2520.81, "word": " التفاوض،", "probability": 0.8104654947916666}, {"start": 2520.81, "end": 2521.41, "word": " منصب", "probability": 0.5663248697916666}, {"start": 2521.41, "end": 2522.11, "word": " جيد،", "probability": 0.8494466145833334}, {"start": 2522.11, "end": 2522.43, "word": " بذلك", "probability": 0.3865152994791667}, {"start": 2522.43, "end": 2522.93, "word": " بما", "probability": 0.89111328125}, {"start": 2522.93, "end": 2523.33, "word": " يتعلق", "probability": 0.98974609375}, {"start": 2523.33, "end": 2523.79, "word": " بالمهارات", "probability": 0.99150390625}, {"start": 2523.79, "end": 2524.49, "word": " المالية،", "probability": 0.8822021484375}, {"start": 2524.49, "end": 2524.57, "word": " شو", "probability": 0.945556640625}, {"start": 2524.57, "end": 2524.83, "word": " خاطر", "probability": 0.9241536458333334}, {"start": 2524.83, "end": 2524.93, "word": " في", "probability": 0.974609375}, {"start": 2524.93, "end": 2525.19, "word": " بالكم", "probability": 0.90771484375}, {"start": 2525.19, "end": 2525.47, "word": " أشياء", "probability": 0.9874267578125}, {"start": 2525.47, "end": 2525.79, "word": " متعلقة", "probability": 0.9913736979166666}, {"start": 2525.79, "end": 2526.17, "word": " بالمهارات", "probability": 0.9927734375}, {"start": 2526.17, "end": 2527.57, "word": " المالية؟", "probability": 0.9515380859375}, {"start": 2527.57, "end": 2528.59, "word": " مهارات", "probability": 0.9681396484375}, {"start": 2528.59, "end": 2529.59, "word": " مالية،", "probability": 0.921142578125}, {"start": 2529.59, "end": 2529.75, "word": " ليش", "probability": 0.9248046875}, {"start": 2529.75, "end": 2530.01, "word": " مدير", "probability": 0.9874674479166666}, {"start": 2530.01, "end": 2530.27, "word": " مالي", "probability": 0.9423828125}, {"start": 2530.27, "end": 2530.35, "word": " ليه؟", "probability": 0.71630859375}, {"start": 2530.35, "end": 2530.49, "word": " عشان", "probability": 0.9729817708333334}, {"start": 2530.49, "end": 2530.77, "word": " يعمل", "probability": 0.9451497395833334}, {"start": 2530.77, "end": 2531.03, "word": " واحد،", "probability": 0.7520345052083334}, {"start": 2531.03, "end": 2531.27, "word": " اتنين،", "probability": 0.9248046875}, {"start": 2531.27, "end": 2531.49, "word": " تلاتة،", "probability": 0.9392578125}, {"start": 2531.49, "end": 2531.71, "word": " أربعة،", "probability": 0.707763671875}, {"start": 2531.71, "end": 2531.79, "word": " يبقى", "probability": 0.98095703125}, {"start": 2531.79, "end": 2531.91, "word": " في", "probability": 0.96142578125}, {"start": 2531.91, "end": 2532.13, "word": " مهام", "probability": 0.7937825520833334}, {"start": 2532.13, "end": 2533.17, "word": " تحليل،", "probability": 0.93046875}, {"start": 2533.17, "end": 2534.43, "word": " تخطيط،", "probability": 0.9698893229166666}, {"start": 2534.43, "end": 2535.11, "word": " تسجيل،", "probability": 0.87724609375}, {"start": 2535.11, "end": 2535.65, "word": " مصدر،", "probability": 0.643896484375}, {"start": 2535.65, "end": 2535.95, "word": " حل", "probability": 0.7215576171875}, {"start": 2535.95, "end": 2536.55, "word": " المشاكل،", "probability": 0.963671875}, {"start": 2536.55, "end": 2536.73, "word": " حل", "probability": 0.95556640625}, {"start": 2536.73, "end": 2537.05, "word": " المشاكل", "probability": 0.868896484375}, {"start": 2537.05, "end": 2537.51, "word": " المالية،", "probability": 0.82794189453125}, {"start": 2537.51, "end": 2538.45, "word": " اجتماع،", "probability": 0.7591959635416666}, {"start": 2538.45, "end": 2538.83, "word": " مهارات", "probability": 0.9908447265625}, {"start": 2538.83, "end": 2539.33, "word": " الأعمال", "probability": 0.9658203125}], "temperature": 1.0}, {"id": 100, "seek": 256219, "start": 2545.31, "end": 2562.19, "text": "صح خبرة وكفاءة خبرة وكفاءة خبرة وكفاءة خبرة وكفاءة خبرة وكفاءة خبرة وكفاءة خبرة وكفاءة خبرة وكفاءة خبرة وكفاءة خبرة وكفاءة خبرة وكفاءة خبرة وكفاءة خبرة وكفاءة خبرة وكفاءة خبارة وكفاءة خبارة وكفاءة خبارة وكفاءة خبارة وكفاءة خبارة وكفاءة خبارة وكفاءة خبارة وكفاءة خبارة وكفاءة خبارة وكفاءة خبارة وكفاءة خبارة وكفاءة خبارة وكفاءة خب", "tokens": [9381, 5016, 16490, 3555, 25720, 4032, 4117, 5172, 16606, 3660, 16490, 3555, 25720, 4032, 4117, 5172, 16606, 3660, 16490, 3555, 25720, 4032, 4117, 5172, 16606, 3660, 16490, 3555, 25720, 4032, 4117, 5172, 16606, 3660, 16490, 3555, 25720, 4032, 4117, 5172, 16606, 3660, 16490, 3555, 25720, 4032, 4117, 5172, 16606, 3660, 16490, 3555, 25720, 4032, 4117, 5172, 16606, 3660, 16490, 3555, 25720, 4032, 4117, 5172, 16606, 3660, 16490, 3555, 25720, 4032, 4117, 5172, 16606, 3660, 16490, 3555, 25720, 4032, 4117, 5172, 16606, 3660, 16490, 3555, 25720, 4032, 4117, 5172, 16606, 3660, 16490, 3555, 25720, 4032, 4117, 5172, 16606, 3660, 16490, 3555, 25720, 4032, 4117, 5172, 16606, 3660, 16490, 3555, 25720, 4032, 4117, 5172, 16606, 3660, 16490, 3555, 9640, 3660, 4032, 4117, 5172, 16606, 3660, 16490, 3555, 9640, 3660, 4032, 4117, 5172, 16606, 3660, 16490, 3555, 9640, 3660, 4032, 4117, 5172, 16606, 3660, 16490, 3555, 9640, 3660, 4032, 4117, 5172, 16606, 3660, 16490, 3555, 9640, 3660, 4032, 4117, 5172, 16606, 3660, 16490, 3555, 9640, 3660, 4032, 4117, 5172, 16606, 3660, 16490, 3555, 9640, 3660, 4032, 4117, 5172, 16606, 3660, 16490, 3555, 9640, 3660, 4032, 4117, 5172, 16606, 3660, 16490, 3555, 9640, 3660, 4032, 4117, 5172, 16606, 3660, 16490, 3555, 9640, 3660, 4032, 4117, 5172, 16606, 3660, 16490, 3555, 9640, 3660, 4032, 4117, 5172, 16606, 3660, 16490, 3555, 9640, 3660, 4032, 4117, 5172, 16606, 3660, 16490, 3555], "avg_logprob": -0.1346527777777778, "compression_ratio": 13.444444444444445, "no_speech_prob": 1.33514404296875e-05, "words": [{"start": 2545.3100000000004, "end": 2545.9500000000003, "word": "صح", "probability": 0.857666015625}, {"start": 2545.9500000000003, "end": 2546.59, "word": " خبرة", "probability": 0.8343098958333334}, {"start": 2546.59, "end": 2547.27, "word": " وكفاءة", "probability": 0.9404296875}, {"start": 2547.27, "end": 2547.29, "word": " خبرة", "probability": 0.56011962890625}, {"start": 2547.29, "end": 2547.29, "word": " وكفاءة", "probability": 0.82607421875}, {"start": 2547.29, "end": 2547.33, "word": " خبرة", "probability": 0.6479085286458334}, {"start": 2547.33, "end": 2547.33, "word": " وكفاءة", "probability": 0.98583984375}, {"start": 2547.33, "end": 2547.45, "word": " خبرة", "probability": 0.6739095052083334}, {"start": 2547.45, "end": 2547.59, "word": " وكفاءة", "probability": 0.969140625}, {"start": 2547.59, "end": 2547.77, "word": " خبرة", "probability": 0.6830647786458334}, {"start": 2547.77, "end": 2548.09, "word": " وكفاءة", "probability": 0.8763671875}, {"start": 2548.09, "end": 2548.73, "word": " خبرة", "probability": 0.6957194010416666}, {"start": 2548.73, "end": 2549.25, "word": " وكفاءة", "probability": 0.88125}, {"start": 2549.25, "end": 2550.09, "word": " خبرة", "probability": 0.7337239583333334}, {"start": 2550.09, "end": 2550.27, "word": " وكفاءة", "probability": 0.935546875}, {"start": 2550.27, "end": 2550.33, "word": " خبرة", "probability": 0.8024088541666666}, {"start": 2550.33, "end": 2550.39, "word": " وكفاءة", "probability": 0.9564453125}, {"start": 2550.39, "end": 2552.19, "word": " خبرة", "probability": 0.8538411458333334}, {"start": 2552.19, "end": 2553.09, "word": " وكفاءة", "probability": 0.95625}, {"start": 2553.09, "end": 2553.91, "word": " خبرة", "probability": 0.8834635416666666}, {"start": 2553.91, "end": 2554.89, "word": " وكفاءة", "probability": 0.95185546875}, {"start": 2554.89, "end": 2555.25, "word": " خبرة", "probability": 0.8994140625}, {"start": 2555.25, "end": 2555.79, "word": " وكفاءة", "probability": 0.944140625}, {"start": 2555.79, "end": 2555.91, "word": " خبرة", "probability": 0.9010416666666666}, {"start": 2555.91, "end": 2556.27, "word": " وكفاءة", "probability": 0.93837890625}, {"start": 2556.27, "end": 2556.27, "word": " خبرة", "probability": 0.8956705729166666}, {"start": 2556.27, "end": 2557.81, "word": " وكفاءة", "probability": 0.93291015625}, {"start": 2557.81, "end": 2557.81, "word": " خبرة", "probability": 0.8894856770833334}, {"start": 2557.81, "end": 2558.03, "word": " وكفاءة", "probability": 0.92890625}, {"start": 2558.03, "end": 2558.03, "word": " خبارة", "probability": 0.6889190673828125}, {"start": 2558.03, "end": 2558.75, "word": " وكفاءة", "probability": 0.92958984375}, {"start": 2558.75, "end": 2558.75, "word": " خبارة", "probability": 0.9403076171875}, {"start": 2558.75, "end": 2559.65, "word": " وكفاءة", "probability": 0.948828125}, {"start": 2559.65, "end": 2559.69, "word": " خبارة", "probability": 0.9542236328125}, {"start": 2559.69, "end": 2559.69, "word": " وكفاءة", "probability": 0.943359375}, {"start": 2559.69, "end": 2559.79, "word": " خبارة", "probability": 0.958251953125}, {"start": 2559.79, "end": 2560.43, "word": " وكفاءة", "probability": 0.93798828125}, {"start": 2560.43, "end": 2560.61, "word": " خبارة", "probability": 0.9605712890625}, {"start": 2560.61, "end": 2560.61, "word": " وكفاءة", "probability": 0.941796875}, {"start": 2560.61, "end": 2560.61, "word": " خبارة", "probability": 0.963134765625}, {"start": 2560.61, "end": 2560.61, "word": " وكفاءة", "probability": 0.94306640625}, {"start": 2560.61, "end": 2560.61, "word": " خبارة", "probability": 0.9656982421875}, {"start": 2560.61, "end": 2560.61, "word": " وكفاءة", "probability": 0.94892578125}, {"start": 2560.61, "end": 2560.61, "word": " خبارة", "probability": 0.967041015625}, {"start": 2560.61, "end": 2560.61, "word": " وكفاءة", "probability": 0.95322265625}, {"start": 2560.61, "end": 2560.61, "word": " خبارة", "probability": 0.9691162109375}, {"start": 2560.61, "end": 2560.61, "word": " وكفاءة", "probability": 0.95595703125}, {"start": 2560.61, "end": 2561.03, "word": " خبارة", "probability": 0.9703369140625}, {"start": 2561.03, "end": 2561.19, "word": " وكفاءة", "probability": 0.9580078125}, {"start": 2561.19, "end": 2561.37, "word": " خبارة", "probability": 0.970703125}, {"start": 2561.37, "end": 2561.95, "word": " وكفاءة", "probability": 0.9583984375}, {"start": 2561.95, "end": 2562.01, "word": " خبارة", "probability": 0.9716796875}, {"start": 2562.01, "end": 2562.19, "word": " وكفاءة", "probability": 0.9544921875}, {"start": 2562.19, "end": 2562.19, "word": " خب", "probability": 0.9619140625}], "temperature": 1.0}, {"id": 101, "seek": 258898, "start": 2562.99, "end": 2588.99, "text": "مش حاكينا في أول slide أنه في تطور اقتصادي و تكنولوجي دوري بما يتعلق بالإدارة المالية فلازم يكون مواكب لهذا التطور الاقتصادي و التكنولوجي طيب، بشوف مع بعض، هذه المهارات المالية، نفس الحكتون ..واحد حكاله بدي أدفع بشيء، لازم يشوف الشخص هذا الـ blacklist ولا إش أخباره، فيه رصيد ولا إش؟ فيه ضمانات؟ فواحد تاني قاله بدي أدفع قد أخد القتمة، لازم يكون البرد بوعي", "tokens": [2304, 8592, 11331, 995, 4117, 1829, 8315, 8978, 5551, 12610, 4137, 14739, 3224, 8978, 6055, 9566, 13063, 1975, 38149, 9381, 995, 16254, 4032, 6055, 19452, 12610, 29245, 1829, 11778, 13063, 1829, 4724, 15042, 7251, 2655, 30241, 4587, 20666, 28814, 3215, 9640, 3660, 9673, 6027, 10632, 6156, 1211, 31377, 2304, 7251, 30544, 3714, 14407, 4117, 3555, 46740, 15730, 16712, 9566, 13063, 42963, 38149, 9381, 995, 16254, 4032, 16712, 19452, 12610, 29245, 1829, 23032, 1829, 3555, 12399, 4724, 8592, 38688, 20449, 45030, 11242, 12399, 29538, 9673, 3224, 9640, 9307, 9673, 6027, 10632, 12399, 8717, 36178, 21542, 4117, 2655, 11536, 4386, 14407, 24401, 11331, 4117, 6027, 3224, 4724, 16254, 5551, 3215, 5172, 3615, 4724, 8592, 1829, 38207, 12399, 5296, 31377, 2304, 7251, 8592, 38688, 25124, 9778, 9381, 23758, 2423, 39184, 2211, 8264, 49429, 11933, 8592, 5551, 9778, 3555, 9640, 3224, 12399, 8978, 3224, 12602, 9381, 25708, 49429, 11933, 8592, 22807, 8978, 3224, 48812, 2304, 7649, 9307, 22807, 6156, 14407, 24401, 6055, 7649, 1829, 50239, 3224, 4724, 16254, 5551, 3215, 5172, 3615, 12174, 3215, 5551, 9778, 3215, 25062, 39237, 3660, 12399, 5296, 31377, 2304, 7251, 30544, 2423, 26890, 3215, 4724, 45367, 1829], "avg_logprob": -0.27744710319256655, "compression_ratio": 2.0063492063492063, "no_speech_prob": 1.1324882507324219e-06, "words": [{"start": 2562.99, "end": 2563.23, "word": "مش", "probability": 0.900146484375}, {"start": 2563.23, "end": 2563.57, "word": " حاكينا", "probability": 0.83916015625}, {"start": 2563.57, "end": 2563.97, "word": " في", "probability": 0.97021484375}, {"start": 2563.97, "end": 2564.35, "word": " أول", "probability": 0.982666015625}, {"start": 2564.35, "end": 2564.69, "word": " slide", "probability": 0.85107421875}, {"start": 2564.69, "end": 2564.89, "word": " أنه", "probability": 0.5799560546875}, {"start": 2564.89, "end": 2564.93, "word": " في", "probability": 0.93505859375}, {"start": 2564.93, "end": 2565.23, "word": " تطور", "probability": 0.9091796875}, {"start": 2565.23, "end": 2565.67, "word": " اقتصادي", "probability": 0.88994140625}, {"start": 2565.67, "end": 2565.77, "word": " و", "probability": 0.5966796875}, {"start": 2565.77, "end": 2566.41, "word": " تكنولوجي", "probability": 0.86474609375}, {"start": 2566.41, "end": 2567.19, "word": " دوري", "probability": 0.9737955729166666}, {"start": 2567.19, "end": 2567.37, "word": " بما", "probability": 0.975830078125}, {"start": 2567.37, "end": 2567.71, "word": " يتعلق", "probability": 0.98486328125}, {"start": 2567.71, "end": 2567.99, "word": " بالإدارة", "probability": 0.91162109375}, {"start": 2567.99, "end": 2568.41, "word": " المالية", "probability": 0.9938151041666666}, {"start": 2568.41, "end": 2568.83, "word": " فلازم", "probability": 0.9052734375}, {"start": 2568.83, "end": 2569.05, "word": " يكون", "probability": 0.99267578125}, {"start": 2569.05, "end": 2569.43, "word": " مواكب", "probability": 0.9322509765625}, {"start": 2569.43, "end": 2569.57, "word": " لهذا", "probability": 0.726806640625}, {"start": 2569.57, "end": 2569.85, "word": " التطور", "probability": 0.9807942708333334}, {"start": 2569.85, "end": 2570.19, "word": " الاقتصادي", "probability": 0.96943359375}, {"start": 2570.19, "end": 2570.27, "word": " و", "probability": 0.63525390625}, {"start": 2570.27, "end": 2570.81, "word": " التكنولوجي", "probability": 0.9736328125}, {"start": 2570.81, "end": 2572.37, "word": " طيب،", "probability": 0.79608154296875}, {"start": 2572.37, "end": 2572.81, "word": " بشوف", "probability": 0.82421875}, {"start": 2572.81, "end": 2572.99, "word": " مع", "probability": 0.99169921875}, {"start": 2572.99, "end": 2573.57, "word": " بعض،", "probability": 0.829833984375}, {"start": 2573.57, "end": 2573.99, "word": " هذه", "probability": 0.65869140625}, {"start": 2573.99, "end": 2574.33, "word": " المهارات", "probability": 0.9903564453125}, {"start": 2574.33, "end": 2575.21, "word": " المالية،", "probability": 0.862548828125}, {"start": 2575.21, "end": 2575.37, "word": " نفس", "probability": 0.983154296875}, {"start": 2575.37, "end": 2575.81, "word": " الحكتون", "probability": 0.532958984375}, {"start": 2575.81, "end": 2576.35, "word": " ..واحد", "probability": 0.45367431640625}, {"start": 2576.35, "end": 2576.77, "word": " حكاله", "probability": 0.62939453125}, {"start": 2576.77, "end": 2576.95, "word": " بدي", "probability": 0.5072021484375}, {"start": 2576.95, "end": 2577.21, "word": " أدفع", "probability": 0.89599609375}, {"start": 2577.21, "end": 2577.89, "word": " بشيء،", "probability": 0.6805419921875}, {"start": 2577.89, "end": 2578.17, "word": " لازم", "probability": 0.9783528645833334}, {"start": 2578.17, "end": 2578.45, "word": " يشوف", "probability": 0.7872721354166666}, {"start": 2578.45, "end": 2578.85, "word": " الشخص", "probability": 0.9700520833333334}, {"start": 2578.85, "end": 2579.17, "word": " هذا", "probability": 0.90234375}, {"start": 2579.17, "end": 2579.93, "word": " الـ", "probability": 0.49560546875}, {"start": 2579.93, "end": 2580.45, "word": " blacklist", "probability": 0.5738525390625}, {"start": 2580.45, "end": 2580.69, "word": " ولا", "probability": 0.56982421875}, {"start": 2580.69, "end": 2580.87, "word": " إش", "probability": 0.427978515625}, {"start": 2580.87, "end": 2582.01, "word": " أخباره،", "probability": 0.874267578125}, {"start": 2582.01, "end": 2582.19, "word": " فيه", "probability": 0.84130859375}, {"start": 2582.19, "end": 2582.51, "word": " رصيد", "probability": 0.7765299479166666}, {"start": 2582.51, "end": 2582.69, "word": " ولا", "probability": 0.9462890625}, {"start": 2582.69, "end": 2583.11, "word": " إش؟", "probability": 0.5508219401041666}, {"start": 2583.11, "end": 2583.39, "word": " فيه", "probability": 0.78759765625}, {"start": 2583.39, "end": 2584.53, "word": " ضمانات؟", "probability": 0.8642578125}, {"start": 2584.53, "end": 2585.11, "word": " فواحد", "probability": 0.9029947916666666}, {"start": 2585.11, "end": 2585.65, "word": " تاني", "probability": 0.9108072916666666}, {"start": 2585.65, "end": 2586.03, "word": " قاله", "probability": 0.73583984375}, {"start": 2586.03, "end": 2586.23, "word": " بدي", "probability": 0.89111328125}, {"start": 2586.23, "end": 2586.57, "word": " أدفع", "probability": 0.9927978515625}, {"start": 2586.57, "end": 2586.77, "word": " قد", "probability": 0.2958984375}, {"start": 2586.77, "end": 2586.99, "word": " أخد", "probability": 0.7571614583333334}, {"start": 2586.99, "end": 2587.99, "word": " القتمة،", "probability": 0.644683837890625}, {"start": 2587.99, "end": 2588.25, "word": " لازم", "probability": 0.9895833333333334}, {"start": 2588.25, "end": 2588.45, "word": " يكون", "probability": 0.973876953125}, {"start": 2588.45, "end": 2588.73, "word": " البرد", "probability": 0.335693359375}, {"start": 2588.73, "end": 2588.99, "word": " بوعي", "probability": 0.5478312174479166}], "temperature": 1.0}, {"id": 102, "seek": 261023, "start": 2589.69, "end": 2610.23, "text": "واحد صار يتكلم ويتدفع عفوًا cash لازم أتأكد اللي ماشي مش همزوقة أو هم مضغوط، تفضل المهارات المالية مثل ما حكيته بالضبط التحليل المالي و التخطط المالي، تمام؟ لإن واحد الصناعي من مهامه الرئيسية يحلل و يخطط كل واحد فيها علم من علوم الإدار المالي، صحيح كل واحد عالم", "tokens": [14407, 24401, 20328, 9640, 7251, 2655, 4117, 19528, 4032, 36081, 3215, 5172, 3615, 6225, 5172, 2407, 14111, 995, 6388, 5296, 31377, 2304, 5551, 2655, 10721, 4117, 3215, 13672, 1829, 3714, 33599, 1829, 37893, 8032, 2304, 11622, 2407, 28671, 34051, 8032, 2304, 3714, 11242, 17082, 2407, 9566, 12399, 6055, 5172, 11242, 1211, 9673, 3224, 9640, 9307, 9673, 6027, 10632, 50113, 1211, 19446, 11331, 4117, 36081, 3224, 20666, 11242, 3555, 9566, 16712, 5016, 20292, 1211, 9673, 6027, 1829, 4032, 16712, 9778, 9566, 9566, 9673, 6027, 1829, 12399, 46811, 10943, 22807, 5296, 28814, 1863, 36764, 24401, 31767, 8315, 3615, 1829, 9154, 3714, 3224, 10943, 3224, 34892, 19986, 1829, 3794, 10632, 7251, 5016, 1211, 1211, 4032, 7251, 9778, 9566, 9566, 28242, 36764, 24401, 8978, 11296, 11203, 2304, 9154, 11203, 20498, 33688, 3215, 9640, 9673, 6027, 1829, 12399, 20328, 5016, 1829, 5016, 28242, 36764, 24401, 6225, 45340], "avg_logprob": -0.3120629458160667, "compression_ratio": 1.910569105691057, "no_speech_prob": 7.152557373046875e-07, "words": [{"start": 2589.69, "end": 2590.13, "word": "واحد", "probability": 0.6668701171875}, {"start": 2590.13, "end": 2590.41, "word": " صار", "probability": 0.484375}, {"start": 2590.41, "end": 2590.65, "word": " يتكلم", "probability": 0.626220703125}, {"start": 2590.65, "end": 2591.07, "word": " ويتدفع", "probability": 0.6569091796875}, {"start": 2591.07, "end": 2592.41, "word": " عفوًا", "probability": 0.65126953125}, {"start": 2592.41, "end": 2592.75, "word": " cash", "probability": 0.71533203125}, {"start": 2592.75, "end": 2593.07, "word": " لازم", "probability": 0.6017252604166666}, {"start": 2593.07, "end": 2593.43, "word": " أتأكد", "probability": 0.709814453125}, {"start": 2593.43, "end": 2593.55, "word": " اللي", "probability": 0.61572265625}, {"start": 2593.55, "end": 2593.75, "word": " ماشي", "probability": 0.6438802083333334}, {"start": 2593.75, "end": 2593.89, "word": " مش", "probability": 0.96533203125}, {"start": 2593.89, "end": 2594.27, "word": " همزوقة", "probability": 0.803125}, {"start": 2594.27, "end": 2594.39, "word": " أو", "probability": 0.68505859375}, {"start": 2594.39, "end": 2594.57, "word": " هم", "probability": 0.2049560546875}, {"start": 2594.57, "end": 2595.07, "word": " مضغوط،", "probability": 0.6770426432291666}, {"start": 2595.07, "end": 2595.47, "word": " تفضل", "probability": 0.7669677734375}, {"start": 2595.47, "end": 2596.95, "word": " المهارات", "probability": 0.947265625}, {"start": 2596.95, "end": 2597.33, "word": " المالية", "probability": 0.9890950520833334}, {"start": 2597.33, "end": 2597.69, "word": " مثل", "probability": 0.671142578125}, {"start": 2597.69, "end": 2597.77, "word": " ما", "probability": 0.97705078125}, {"start": 2597.77, "end": 2598.09, "word": " حكيته", "probability": 0.9305419921875}, {"start": 2598.09, "end": 2598.55, "word": " بالضبط", "probability": 0.967529296875}, {"start": 2598.55, "end": 2599.15, "word": " التحليل", "probability": 0.933349609375}, {"start": 2599.15, "end": 2599.57, "word": " المالي", "probability": 0.9920247395833334}, {"start": 2599.57, "end": 2599.97, "word": " و", "probability": 0.73388671875}, {"start": 2599.97, "end": 2600.33, "word": " التخطط", "probability": 0.75140380859375}, {"start": 2600.33, "end": 2601.23, "word": " المالي،", "probability": 0.82708740234375}, {"start": 2601.23, "end": 2601.45, "word": " تمام؟", "probability": 0.7893880208333334}, {"start": 2601.45, "end": 2601.61, "word": " لإن", "probability": 0.8689778645833334}, {"start": 2601.61, "end": 2601.77, "word": " واحد", "probability": 0.610595703125}, {"start": 2601.77, "end": 2602.15, "word": " الصناعي", "probability": 0.4962158203125}, {"start": 2602.15, "end": 2602.45, "word": " من", "probability": 0.90087890625}, {"start": 2602.45, "end": 2602.87, "word": " مهامه", "probability": 0.915771484375}, {"start": 2602.87, "end": 2603.37, "word": " الرئيسية", "probability": 0.9203125}, {"start": 2603.37, "end": 2603.85, "word": " يحلل", "probability": 0.940673828125}, {"start": 2603.85, "end": 2603.93, "word": " و", "probability": 0.982421875}, {"start": 2603.93, "end": 2604.31, "word": " يخطط", "probability": 0.8878173828125}, {"start": 2604.31, "end": 2605.39, "word": " كل", "probability": 0.34423828125}, {"start": 2605.39, "end": 2605.89, "word": " واحد", "probability": 0.966552734375}, {"start": 2605.89, "end": 2606.29, "word": " فيها", "probability": 0.981201171875}, {"start": 2606.29, "end": 2606.69, "word": " علم", "probability": 0.957763671875}, {"start": 2606.69, "end": 2606.91, "word": " من", "probability": 0.984375}, {"start": 2606.91, "end": 2607.27, "word": " علوم", "probability": 0.958984375}, {"start": 2607.27, "end": 2607.77, "word": " الإدار", "probability": 0.8727213541666666}, {"start": 2607.77, "end": 2609.23, "word": " المالي،", "probability": 0.892333984375}, {"start": 2609.23, "end": 2609.41, "word": " صحيح", "probability": 0.834716796875}, {"start": 2609.41, "end": 2609.59, "word": " كل", "probability": 0.489013671875}, {"start": 2609.59, "end": 2609.81, "word": " واحد", "probability": 0.9853515625}, {"start": 2609.81, "end": 2610.23, "word": " عالم", "probability": 0.931884765625}], "temperature": 1.0}, {"id": 103, "seek": 264060, "start": 2610.98, "end": 2640.6, "text": "مهارات شخصية، الثقة، الأمانة، الأخلاق، العلاقات الطيبة طبعاً الأمانة هي دي كتير لازمة شخص يدير أموال بالأمانة والأمانة والسماعة في مجال الأموال رقم واحد صحيح وإلا مستقبله اضاع حتة على مستوى الاجتماع يصير نفسه نضال وندو اقتصاد، وحش مهارات الأعمال، بدي يفهم النشاط اللي هو بدي يتخذ بشأنه قرارات فهم السوق، فهم المنافسة، القوة والضعف", "tokens": [2304, 3224, 9640, 9307, 13412, 9778, 9381, 10632, 12399, 6024, 104, 28671, 12399, 16247, 2304, 7649, 3660, 12399, 16247, 9778, 15040, 4587, 12399, 18863, 15040, 4587, 9307, 41950, 1829, 49401, 23032, 3555, 3615, 995, 14111, 16247, 2304, 7649, 3660, 39896, 11778, 1829, 9122, 2655, 13546, 5296, 31377, 46007, 13412, 9778, 9381, 7251, 3215, 13546, 5551, 2304, 2407, 6027, 20666, 10721, 2304, 7649, 3660, 16070, 10721, 2304, 7649, 3660, 16070, 3794, 15042, 27884, 8978, 3714, 7435, 6027, 16247, 2304, 2407, 6027, 12602, 4587, 2304, 36764, 24401, 20328, 5016, 1829, 5016, 4032, 28814, 15040, 3714, 14851, 4587, 36150, 3224, 1975, 11242, 45761, 11331, 2655, 3660, 15844, 3714, 14851, 2407, 7578, 2423, 26108, 2655, 15042, 3615, 7251, 9381, 13546, 8717, 36178, 3224, 8717, 11242, 6027, 4032, 1863, 3215, 2407, 1975, 38149, 9381, 18513, 12399, 4032, 5016, 8592, 3714, 3224, 9640, 9307, 16247, 25957, 6027, 12399, 4724, 16254, 7251, 5172, 16095, 28239, 8592, 41193, 13672, 1829, 31439, 4724, 16254, 7251, 2655, 9778, 8848, 4724, 8592, 33456, 3224, 12174, 2288, 9640, 9307, 6156, 16095, 21136, 30543, 12399, 6156, 16095, 9673, 8315, 36178, 3660, 12399, 25062, 2407, 3660, 16070, 11242, 3615, 5172], "avg_logprob": -0.2118984011405292, "compression_ratio": 2.1338028169014085, "no_speech_prob": 2.1755695343017578e-05, "words": [{"start": 2610.98, "end": 2611.48, "word": "مهارات", "probability": 0.9625244140625}, {"start": 2611.48, "end": 2612.7, "word": " شخصية،", "probability": 0.8970703125}, {"start": 2612.7, "end": 2613.48, "word": " الثقة،", "probability": 0.86328125}, {"start": 2613.48, "end": 2614.28, "word": " الأمانة،", "probability": 0.96865234375}, {"start": 2614.28, "end": 2614.86, "word": " الأخلاق،", "probability": 0.94609375}, {"start": 2614.86, "end": 2615.2, "word": " العلاقات", "probability": 0.935302734375}, {"start": 2615.2, "end": 2615.58, "word": " الطيبة", "probability": 0.919921875}, {"start": 2615.58, "end": 2616.54, "word": " طبعاً", "probability": 0.77490234375}, {"start": 2616.54, "end": 2616.88, "word": " الأمانة", "probability": 0.945556640625}, {"start": 2616.88, "end": 2617.0, "word": " هي", "probability": 0.8369140625}, {"start": 2617.0, "end": 2617.12, "word": " دي", "probability": 0.846435546875}, {"start": 2617.12, "end": 2617.68, "word": " كتير", "probability": 0.986328125}, {"start": 2617.68, "end": 2618.76, "word": " لازمة", "probability": 0.7892252604166666}, {"start": 2618.76, "end": 2619.28, "word": " شخص", "probability": 0.97998046875}, {"start": 2619.28, "end": 2620.36, "word": " يدير", "probability": 0.7945963541666666}, {"start": 2620.36, "end": 2620.78, "word": " أموال", "probability": 0.96240234375}, {"start": 2620.78, "end": 2620.78, "word": " بالأمانة", "probability": 0.67974853515625}, {"start": 2620.78, "end": 2620.78, "word": " والأمانة", "probability": 0.7208984375}, {"start": 2620.78, "end": 2621.28, "word": " والسماعة", "probability": 0.572265625}, {"start": 2621.28, "end": 2621.5, "word": " في", "probability": 0.7744140625}, {"start": 2621.5, "end": 2621.86, "word": " مجال", "probability": 0.919921875}, {"start": 2621.86, "end": 2622.4, "word": " الأموال", "probability": 0.956298828125}, {"start": 2622.4, "end": 2622.72, "word": " رقم", "probability": 0.7060953776041666}, {"start": 2622.72, "end": 2623.2, "word": " واحد", "probability": 0.898681640625}, {"start": 2623.2, "end": 2623.64, "word": " صحيح", "probability": 0.869384765625}, {"start": 2623.64, "end": 2623.8, "word": " وإلا", "probability": 0.5984700520833334}, {"start": 2623.8, "end": 2625.32, "word": " مستقبله", "probability": 0.9599609375}, {"start": 2625.32, "end": 2625.86, "word": " اضاع", "probability": 0.6610514322916666}, {"start": 2625.86, "end": 2626.42, "word": " حتة", "probability": 0.5243326822916666}, {"start": 2626.42, "end": 2626.54, "word": " على", "probability": 0.7568359375}, {"start": 2626.54, "end": 2626.92, "word": " مستوى", "probability": 0.9559326171875}, {"start": 2626.92, "end": 2627.46, "word": " الاجتماع", "probability": 0.95205078125}, {"start": 2627.46, "end": 2627.74, "word": " يصير", "probability": 0.3992513020833333}, {"start": 2627.74, "end": 2628.02, "word": " نفسه", "probability": 0.77392578125}, {"start": 2628.02, "end": 2628.32, "word": " نضال", "probability": 0.4794108072916667}, {"start": 2628.32, "end": 2628.62, "word": " وندو", "probability": 0.73974609375}, {"start": 2628.62, "end": 2629.3, "word": " اقتصاد،", "probability": 0.693408203125}, {"start": 2629.3, "end": 2629.86, "word": " وحش", "probability": 0.82666015625}, {"start": 2629.86, "end": 2631.96, "word": " مهارات", "probability": 0.93798828125}, {"start": 2631.96, "end": 2633.04, "word": " الأعمال،", "probability": 0.8897705078125}, {"start": 2633.04, "end": 2633.28, "word": " بدي", "probability": 0.6920166015625}, {"start": 2633.28, "end": 2633.56, "word": " يفهم", "probability": 0.8670247395833334}, {"start": 2633.56, "end": 2634.58, "word": " النشاط", "probability": 0.9303385416666666}, {"start": 2634.58, "end": 2634.78, "word": " اللي", "probability": 0.766357421875}, {"start": 2634.78, "end": 2635.02, "word": " هو", "probability": 0.98974609375}, {"start": 2635.02, "end": 2635.56, "word": " بدي", "probability": 0.824462890625}, {"start": 2635.56, "end": 2636.04, "word": " يتخذ", "probability": 0.896484375}, {"start": 2636.04, "end": 2636.54, "word": " بشأنه", "probability": 0.9864501953125}, {"start": 2636.54, "end": 2637.1, "word": " قرارات", "probability": 0.9903564453125}, {"start": 2637.1, "end": 2637.98, "word": " فهم", "probability": 0.8837890625}, {"start": 2637.98, "end": 2638.7, "word": " السوق،", "probability": 0.9814453125}, {"start": 2638.7, "end": 2638.9, "word": " فهم", "probability": 0.9921875}, {"start": 2638.9, "end": 2639.64, "word": " المنافسة،", "probability": 0.9697265625}, {"start": 2639.64, "end": 2639.96, "word": " القوة", "probability": 0.99755859375}, {"start": 2639.96, "end": 2640.6, "word": " والضعف", "probability": 0.909912109375}], "temperature": 1.0}, {"id": 104, "seek": 266940, "start": 2642.12, "end": 2669.4, "text": "بما يتعلق مهارات التغيير، اتخاذ القرارات، التطوير، الابتكار، التحفيز الدوري طبعاً تحفيز الدوري ممكن يا دكتورة لل .. تحفيز الاش؟ تحفيز الدوري يعني .. تحفيز لو تجيب موظفي التحقيق دلوقتي طيب، نيجي لأنواع الإدارة المالية كام نوع عندى من أنواع الإدارة المالية؟ نوعين، إما عامة تلاثة، إنتي شرحت واحد أول مقعد", "tokens": [3555, 15042, 7251, 2655, 30241, 4587, 3714, 3224, 9640, 9307, 16712, 17082, 1829, 13546, 12399, 1975, 2655, 9778, 45636, 25062, 2288, 9640, 9307, 12399, 16712, 9566, 2407, 13546, 12399, 42963, 3555, 2655, 4117, 9640, 12399, 16712, 5016, 41185, 11622, 32748, 13063, 1829, 23032, 3555, 3615, 995, 14111, 6055, 5016, 41185, 11622, 32748, 13063, 1829, 3714, 43020, 35186, 11778, 4117, 2655, 13063, 3660, 24976, 4386, 6055, 5016, 41185, 11622, 2423, 33599, 22807, 6055, 5016, 41185, 11622, 32748, 13063, 1829, 37495, 22653, 4386, 6055, 5016, 41185, 11622, 45164, 6055, 7435, 1829, 3555, 3714, 2407, 19913, 5172, 1829, 16712, 5016, 38436, 4587, 11778, 1211, 30543, 31371, 23032, 1829, 3555, 12399, 8717, 1829, 7435, 1829, 5296, 33456, 14407, 3615, 33688, 3215, 9640, 3660, 9673, 6027, 10632, 9122, 10943, 8717, 45367, 43242, 7578, 9154, 14739, 14407, 3615, 33688, 3215, 9640, 3660, 9673, 6027, 10632, 22807, 8717, 45367, 9957, 12399, 11933, 15042, 6225, 10943, 3660, 6055, 1211, 5718, 104, 3660, 12399, 11933, 29399, 1829, 13412, 2288, 33753, 36764, 24401, 5551, 12610, 3714, 4587, 22488], "avg_logprob": -0.19249260989871955, "compression_ratio": 2.156862745098039, "no_speech_prob": 1.8477439880371094e-06, "words": [{"start": 2642.12, "end": 2642.4, "word": "بما", "probability": 0.966064453125}, {"start": 2642.4, "end": 2642.78, "word": " يتعلق", "probability": 0.9927978515625}, {"start": 2642.78, "end": 2643.12, "word": " مهارات", "probability": 0.9298095703125}, {"start": 2643.12, "end": 2643.82, "word": " التغيير،", "probability": 0.8798828125}, {"start": 2643.82, "end": 2644.24, "word": " اتخاذ", "probability": 0.9346923828125}, {"start": 2644.24, "end": 2645.16, "word": " القرارات،", "probability": 0.90966796875}, {"start": 2645.16, "end": 2646.32, "word": " التطوير،", "probability": 0.97041015625}, {"start": 2646.32, "end": 2647.78, "word": " الابتكار،", "probability": 0.87744140625}, {"start": 2647.78, "end": 2648.44, "word": " التحفيز", "probability": 0.9091796875}, {"start": 2648.44, "end": 2648.98, "word": " الدوري", "probability": 0.8870442708333334}, {"start": 2648.98, "end": 2651.06, "word": " طبعاً", "probability": 0.7681640625}, {"start": 2651.06, "end": 2651.4, "word": " تحفيز", "probability": 0.85009765625}, {"start": 2651.4, "end": 2651.72, "word": " الدوري", "probability": 0.9920247395833334}, {"start": 2651.72, "end": 2652.12, "word": " ممكن", "probability": 0.986572265625}, {"start": 2652.12, "end": 2652.48, "word": " يا", "probability": 0.916015625}, {"start": 2652.48, "end": 2652.82, "word": " دكتورة", "probability": 0.97119140625}, {"start": 2652.82, "end": 2653.0, "word": " لل", "probability": 0.666015625}, {"start": 2653.0, "end": 2653.22, "word": " ..", "probability": 0.403076171875}, {"start": 2653.22, "end": 2653.4, "word": " تحفيز", "probability": 0.8416748046875}, {"start": 2653.4, "end": 2653.94, "word": " الاش؟", "probability": 0.7298177083333334}, {"start": 2653.94, "end": 2654.5, "word": " تحفيز", "probability": 0.9466552734375}, {"start": 2654.5, "end": 2654.84, "word": " الدوري", "probability": 0.99365234375}, {"start": 2654.84, "end": 2655.04, "word": " يعني", "probability": 0.79248046875}, {"start": 2655.04, "end": 2655.48, "word": " ..", "probability": 0.455322265625}, {"start": 2655.48, "end": 2655.68, "word": " تحفيز", "probability": 0.876220703125}, {"start": 2655.68, "end": 2655.84, "word": " لو", "probability": 0.36767578125}, {"start": 2655.84, "end": 2656.24, "word": " تجيب", "probability": 0.8192138671875}, {"start": 2656.24, "end": 2656.6, "word": " موظفي", "probability": 0.62890625}, {"start": 2656.6, "end": 2657.0, "word": " التحقيق", "probability": 0.7615966796875}, {"start": 2657.0, "end": 2657.26, "word": " دلوقتي", "probability": 0.63531494140625}, {"start": 2657.26, "end": 2660.62, "word": " طيب،", "probability": 0.7982177734375}, {"start": 2660.62, "end": 2660.9, "word": " نيجي", "probability": 0.82080078125}, {"start": 2660.9, "end": 2661.16, "word": " لأنواع", "probability": 0.894775390625}, {"start": 2661.16, "end": 2661.48, "word": " الإدارة", "probability": 0.979248046875}, {"start": 2661.48, "end": 2661.9, "word": " المالية", "probability": 0.9943033854166666}, {"start": 2661.9, "end": 2663.28, "word": " كام", "probability": 0.8046875}, {"start": 2663.28, "end": 2663.4, "word": " نوع", "probability": 0.994140625}, {"start": 2663.4, "end": 2663.66, "word": " عندى", "probability": 0.6619873046875}, {"start": 2663.66, "end": 2663.74, "word": " من", "probability": 0.9775390625}, {"start": 2663.74, "end": 2664.0, "word": " أنواع", "probability": 0.96240234375}, {"start": 2664.0, "end": 2664.26, "word": " الإدارة", "probability": 0.994873046875}, {"start": 2664.26, "end": 2664.98, "word": " المالية؟", "probability": 0.982666015625}, {"start": 2664.98, "end": 2665.7, "word": " نوعين،", "probability": 0.9227294921875}, {"start": 2665.7, "end": 2665.9, "word": " إما", "probability": 0.6806640625}, {"start": 2665.9, "end": 2666.44, "word": " عامة", "probability": 0.9952799479166666}, {"start": 2666.44, "end": 2667.78, "word": " تلاثة،", "probability": 0.79248046875}, {"start": 2667.78, "end": 2668.02, "word": " إنتي", "probability": 0.7703450520833334}, {"start": 2668.02, "end": 2668.28, "word": " شرحت", "probability": 0.875}, {"start": 2668.28, "end": 2668.6, "word": " واحد", "probability": 0.988037109375}, {"start": 2668.6, "end": 2668.88, "word": " أول", "probability": 0.571044921875}, {"start": 2668.88, "end": 2669.4, "word": " مقعد", "probability": 0.5741373697916666}], "temperature": 1.0}, {"id": 105, "seek": 269654, "start": 2669.96, "end": 2696.54, "text": "بقى أنا عارفة انك مش عارف مشاكل هذا الناس اسوأ ان الإدارة المالية الشخصية اللى انت شاهديها ماشي إدارة مالية في العامة وإدارة مالية الخاصة اللى احنا مندغسها لإدارة مالية العامة إشداني ومع بعض إذا كان لأ طلعوا إيمان تلاتة انت شرفتي واحد فضلي طيب هتكلمها لإيه تعالى بما أنه انصرح الأولاني هتكلم عليه التاني", "tokens": [3555, 4587, 7578, 41850, 6225, 9640, 5172, 3660, 16472, 4117, 37893, 6225, 9640, 5172, 37893, 995, 28820, 23758, 2423, 8315, 3794, 24525, 2407, 10721, 16472, 33688, 3215, 9640, 3660, 9673, 6027, 10632, 25124, 9778, 9381, 10632, 13672, 7578, 16472, 2655, 13412, 40294, 16254, 11296, 3714, 33599, 1829, 11933, 3215, 9640, 3660, 3714, 6027, 10632, 8978, 18863, 10943, 3660, 4032, 28814, 3215, 9640, 3660, 3714, 6027, 10632, 33962, 33546, 3660, 13672, 7578, 1975, 5016, 8315, 9154, 3215, 17082, 3794, 11296, 5296, 28814, 3215, 9640, 3660, 3714, 6027, 10632, 18863, 10943, 3660, 11933, 8592, 3215, 7649, 1829, 4032, 2304, 3615, 45030, 11242, 11933, 15730, 25961, 5296, 10721, 23032, 1211, 3615, 14407, 11933, 32640, 7649, 6055, 1211, 9307, 3660, 16472, 2655, 13412, 28480, 31371, 36764, 24401, 6156, 11242, 20292, 23032, 1829, 3555, 8032, 2655, 4117, 19528, 11296, 5296, 28814, 1829, 3224, 37279, 6027, 7578, 4724, 15042, 14739, 3224, 16472, 9381, 2288, 5016, 16247, 12610, 7649, 1829, 8032, 2655, 4117, 19528, 47356, 16712, 7649, 1829], "avg_logprob": -0.33603394877763443, "compression_ratio": 2.173228346456693, "no_speech_prob": 4.410743713378906e-06, "words": [{"start": 2669.96, "end": 2670.14, "word": "بقى", "probability": 0.6812337239583334}, {"start": 2670.14, "end": 2670.26, "word": " أنا", "probability": 0.654296875}, {"start": 2670.26, "end": 2670.46, "word": " عارفة", "probability": 0.9185791015625}, {"start": 2670.46, "end": 2670.56, "word": " انك", "probability": 0.373046875}, {"start": 2670.56, "end": 2670.72, "word": " مش", "probability": 0.25}, {"start": 2670.72, "end": 2670.88, "word": " عارف", "probability": 0.7671712239583334}, {"start": 2670.88, "end": 2671.3, "word": " مشاكل", "probability": 0.7323404947916666}, {"start": 2671.3, "end": 2671.5, "word": " هذا", "probability": 0.6201171875}, {"start": 2671.5, "end": 2671.7, "word": " الناس", "probability": 0.576416015625}, {"start": 2671.7, "end": 2672.74, "word": " اسوأ", "probability": 0.42333984375}, {"start": 2672.74, "end": 2672.9, "word": " ان", "probability": 0.45751953125}, {"start": 2672.9, "end": 2673.38, "word": " الإدارة", "probability": 0.884765625}, {"start": 2673.38, "end": 2673.98, "word": " المالية", "probability": 0.9918619791666666}, {"start": 2673.98, "end": 2675.74, "word": " الشخصية", "probability": 0.9197998046875}, {"start": 2675.74, "end": 2675.88, "word": " اللى", "probability": 0.767578125}, {"start": 2675.88, "end": 2676.08, "word": " انت", "probability": 0.822021484375}, {"start": 2676.08, "end": 2676.78, "word": " شاهديها", "probability": 0.724365234375}, {"start": 2676.78, "end": 2678.42, "word": " ماشي", "probability": 0.8102213541666666}, {"start": 2678.42, "end": 2679.24, "word": " إدارة", "probability": 0.8787841796875}, {"start": 2679.24, "end": 2679.84, "word": " مالية", "probability": 0.89794921875}, {"start": 2679.84, "end": 2681.72, "word": " في", "probability": 0.456787109375}, {"start": 2681.72, "end": 2682.44, "word": " العامة", "probability": 0.9943033854166666}, {"start": 2682.44, "end": 2684.06, "word": " وإدارة", "probability": 0.74033203125}, {"start": 2684.06, "end": 2684.28, "word": " مالية", "probability": 0.8518880208333334}, {"start": 2684.28, "end": 2684.7, "word": " الخاصة", "probability": 0.96337890625}, {"start": 2684.7, "end": 2684.78, "word": " اللى", "probability": 0.949951171875}, {"start": 2684.78, "end": 2684.96, "word": " احنا", "probability": 0.833984375}, {"start": 2684.96, "end": 2685.64, "word": " مندغسها", "probability": 0.714013671875}, {"start": 2685.64, "end": 2685.98, "word": " لإدارة", "probability": 0.777001953125}, {"start": 2685.98, "end": 2686.14, "word": " مالية", "probability": 0.8326822916666666}, {"start": 2686.14, "end": 2686.4, "word": " العامة", "probability": 0.9933268229166666}, {"start": 2686.4, "end": 2687.2, "word": " إشداني", "probability": 0.64580078125}, {"start": 2687.2, "end": 2687.78, "word": " ومع", "probability": 0.55908203125}, {"start": 2687.78, "end": 2688.1, "word": " بعض", "probability": 0.998291015625}, {"start": 2688.1, "end": 2688.28, "word": " إذا", "probability": 0.6932373046875}, {"start": 2688.28, "end": 2688.4, "word": " كان", "probability": 0.8515625}, {"start": 2688.4, "end": 2688.82, "word": " لأ", "probability": 0.33251953125}, {"start": 2688.82, "end": 2689.1, "word": " طلعوا", "probability": 0.55596923828125}, {"start": 2689.1, "end": 2689.76, "word": " إيمان", "probability": 0.7137044270833334}, {"start": 2689.76, "end": 2690.66, "word": " تلاتة", "probability": 0.8890380859375}, {"start": 2690.66, "end": 2691.1, "word": " انت", "probability": 0.7171630859375}, {"start": 2691.1, "end": 2691.44, "word": " شرفتي", "probability": 0.6778157552083334}, {"start": 2691.44, "end": 2691.66, "word": " واحد", "probability": 0.9921875}, {"start": 2691.66, "end": 2692.06, "word": " فضلي", "probability": 0.7564290364583334}, {"start": 2692.06, "end": 2692.9, "word": " طيب", "probability": 0.96337890625}, {"start": 2692.9, "end": 2693.48, "word": " هتكلمها", "probability": 0.9041015625}, {"start": 2693.48, "end": 2693.68, "word": " لإيه", "probability": 0.642425537109375}, {"start": 2693.68, "end": 2693.92, "word": " تعالى", "probability": 0.6097412109375}, {"start": 2693.92, "end": 2694.16, "word": " بما", "probability": 0.89111328125}, {"start": 2694.16, "end": 2694.34, "word": " أنه", "probability": 0.810791015625}, {"start": 2694.34, "end": 2694.64, "word": " انصرح", "probability": 0.79278564453125}, {"start": 2694.64, "end": 2695.32, "word": " الأولاني", "probability": 0.8680419921875}, {"start": 2695.32, "end": 2696.08, "word": " هتكلم", "probability": 0.98583984375}, {"start": 2696.08, "end": 2696.3, "word": " عليه", "probability": 0.5380859375}, {"start": 2696.3, "end": 2696.54, "word": " التاني", "probability": 0.8274739583333334}], "temperature": 1.0}, {"id": 106, "seek": 271543, "start": 2698.33, "end": 2715.43, "text": "مين يحكيلي عن إدارة المالية الشخصية؟ اللي كان في بداية المحاضرة لما طلبت منكم تتكلموا عن نفسكم و كيف بدركوا أموالكوا الشخصية هو هذا أنا أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح .. أح", "tokens": [2304, 9957, 7251, 5016, 4117, 1829, 20292, 18871, 11933, 3215, 9640, 3660, 9673, 6027, 10632, 25124, 9778, 9381, 10632, 22807, 13672, 1829, 25961, 8978, 4724, 28259, 10632, 9673, 5016, 46958, 25720, 5296, 15042, 23032, 46152, 2655, 9154, 24793, 6055, 2655, 4117, 19528, 14407, 18871, 8717, 36178, 24793, 4032, 9122, 33911, 47525, 31747, 14407, 5551, 2304, 2407, 6027, 4117, 14407, 25124, 9778, 9381, 10632, 31439, 23758, 41850, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016, 4386, 5551, 5016], "avg_logprob": -0.10854166984558106, "compression_ratio": 4.303225806451613, "no_speech_prob": 6.258487701416016e-06, "words": [{"start": 2698.33, "end": 2698.63, "word": "مين", "probability": 0.6832275390625}, {"start": 2698.63, "end": 2699.01, "word": " يحكيلي", "probability": 0.89931640625}, {"start": 2699.01, "end": 2699.17, "word": " عن", "probability": 0.98583984375}, {"start": 2699.17, "end": 2699.49, "word": " إدارة", "probability": 0.9205322265625}, {"start": 2699.49, "end": 2699.93, "word": " المالية", "probability": 0.99072265625}, {"start": 2699.93, "end": 2701.15, "word": " الشخصية؟", "probability": 0.892041015625}, {"start": 2701.15, "end": 2702.59, "word": " اللي", "probability": 0.910888671875}, {"start": 2702.59, "end": 2702.75, "word": " كان", "probability": 0.9921875}, {"start": 2702.75, "end": 2702.87, "word": " في", "probability": 0.892578125}, {"start": 2702.87, "end": 2703.09, "word": " بداية", "probability": 0.9832356770833334}, {"start": 2703.09, "end": 2703.65, "word": " المحاضرة", "probability": 0.9381103515625}, {"start": 2703.65, "end": 2703.83, "word": " لما", "probability": 0.802490234375}, {"start": 2703.83, "end": 2704.17, "word": " طلبت", "probability": 0.9860026041666666}, {"start": 2704.17, "end": 2704.43, "word": " منكم", "probability": 0.94482421875}, {"start": 2704.43, "end": 2704.95, "word": " تتكلموا", "probability": 0.985546875}, {"start": 2704.95, "end": 2705.05, "word": " عن", "probability": 0.98876953125}, {"start": 2705.05, "end": 2705.35, "word": " نفسكم", "probability": 0.9798177083333334}, {"start": 2705.35, "end": 2705.47, "word": " و", "probability": 0.5966796875}, {"start": 2705.47, "end": 2705.55, "word": " كيف", "probability": 0.59228515625}, {"start": 2705.55, "end": 2705.87, "word": " بدركوا", "probability": 0.603271484375}, {"start": 2705.87, "end": 2706.21, "word": " أموالكوا", "probability": 0.8817545572916666}, {"start": 2706.21, "end": 2706.81, "word": " الشخصية", "probability": 0.9923095703125}, {"start": 2706.81, "end": 2707.27, "word": " هو", "probability": 0.59423828125}, {"start": 2707.27, "end": 2707.61, "word": " هذا", "probability": 0.88427734375}, {"start": 2707.61, "end": 2708.17, "word": " أنا", "probability": 0.46923828125}, {"start": 2708.17, "end": 2708.39, "word": " أح", "probability": 0.4873046875}, {"start": 2708.39, "end": 2708.55, "word": " ..", "probability": 0.179443359375}, {"start": 2708.55, "end": 2708.79, "word": " أح", "probability": 0.740478515625}, {"start": 2708.79, "end": 2708.79, "word": " ..", "probability": 0.87060546875}, {"start": 2708.79, "end": 2708.85, "word": " أح", "probability": 0.83251953125}, {"start": 2708.85, "end": 2708.89, "word": " ..", "probability": 0.5771484375}, {"start": 2708.89, "end": 2708.89, "word": " أح", "probability": 0.961181640625}, {"start": 2708.89, "end": 2708.95, "word": " ..", "probability": 0.45068359375}, {"start": 2708.95, "end": 2708.95, "word": " أح", "probability": 0.971435546875}, {"start": 2708.95, "end": 2708.95, "word": " ..", "probability": 0.492919921875}, {"start": 2708.95, "end": 2708.95, "word": " أح", "probability": 0.96923828125}, {"start": 2708.95, "end": 2708.95, "word": " ..", "probability": 0.580078125}, {"start": 2708.95, "end": 2708.95, "word": " أح", "probability": 0.966064453125}, {"start": 2708.95, "end": 2708.95, "word": " ..", "probability": 0.64990234375}, {"start": 2708.95, "end": 2708.95, "word": " أح", "probability": 0.96337890625}, {"start": 2708.95, "end": 2708.95, "word": " ..", "probability": 0.71044921875}, {"start": 2708.95, "end": 2708.95, "word": " أح", "probability": 0.96142578125}, {"start": 2708.95, "end": 2708.97, "word": " ..", "probability": 0.7509765625}, {"start": 2708.97, "end": 2709.11, "word": " أح", "probability": 0.960693359375}, {"start": 2709.11, "end": 2709.11, "word": " ..", "probability": 0.7841796875}, {"start": 2709.11, "end": 2709.11, "word": " أح", "probability": 0.96044921875}, {"start": 2709.11, "end": 2709.11, "word": " ..", "probability": 0.8056640625}, {"start": 2709.11, "end": 2709.45, "word": " أح", "probability": 0.9599609375}, {"start": 2709.45, "end": 2709.45, "word": " ..", "probability": 0.82861328125}, {"start": 2709.45, "end": 2709.45, "word": " أح", "probability": 0.96044921875}, {"start": 2709.45, "end": 2709.45, "word": " ..", "probability": 0.84423828125}, {"start": 2709.45, "end": 2709.57, "word": " أح", "probability": 0.960205078125}, {"start": 2709.57, "end": 2709.57, "word": " ..", "probability": 0.86083984375}, {"start": 2709.57, "end": 2709.63, "word": " أح", "probability": 0.959716796875}, {"start": 2709.63, "end": 2709.63, "word": " ..", "probability": 0.87255859375}, {"start": 2709.63, "end": 2709.63, "word": " أح", "probability": 0.96044921875}, {"start": 2709.63, "end": 2709.63, "word": " ..", "probability": 0.884765625}, {"start": 2709.63, "end": 2709.69, "word": " أح", "probability": 0.9609375}, {"start": 2709.69, "end": 2709.69, "word": " ..", "probability": 0.8935546875}, {"start": 2709.69, "end": 2709.69, "word": " أح", "probability": 0.961669921875}, {"start": 2709.69, "end": 2709.69, "word": " ..", "probability": 0.9013671875}, {"start": 2709.69, "end": 2709.69, "word": " أح", "probability": 0.962158203125}, {"start": 2709.69, "end": 2709.69, "word": " ..", "probability": 0.91064453125}, {"start": 2709.69, "end": 2710.27, "word": " أح", "probability": 0.963134765625}, {"start": 2710.27, "end": 2710.27, "word": " ..", "probability": 0.91552734375}, {"start": 2710.27, "end": 2710.47, "word": " أح", "probability": 0.964111328125}, {"start": 2710.47, "end": 2710.47, "word": " ..", "probability": 0.9208984375}, {"start": 2710.47, "end": 2710.47, "word": " أح", "probability": 0.965576171875}, {"start": 2710.47, "end": 2710.47, "word": " ..", "probability": 0.92529296875}, {"start": 2710.47, "end": 2710.47, "word": " أح", "probability": 0.967041015625}, {"start": 2710.47, "end": 2710.47, "word": " ..", "probability": 0.92822265625}, {"start": 2710.47, "end": 2710.47, "word": " أح", "probability": 0.96728515625}, {"start": 2710.47, "end": 2710.47, "word": " ..", "probability": 0.9326171875}, {"start": 2710.47, "end": 2710.47, "word": " أح", "probability": 0.968994140625}, {"start": 2710.47, "end": 2710.47, "word": " ..", "probability": 0.93359375}, {"start": 2710.47, "end": 2710.47, "word": " أح", "probability": 0.969970703125}, {"start": 2710.47, "end": 2710.47, "word": " ..", "probability": 0.9365234375}, {"start": 2710.47, "end": 2710.47, "word": " أح", "probability": 0.97119140625}, {"start": 2710.47, "end": 2710.47, "word": " ..", "probability": 0.9375}, {"start": 2710.47, "end": 2710.53, "word": " أح", "probability": 0.971923828125}, {"start": 2710.53, "end": 2710.53, "word": " ..", "probability": 0.93896484375}, {"start": 2710.53, "end": 2710.53, "word": " أح", "probability": 0.97265625}, {"start": 2710.53, "end": 2710.53, "word": " ..", "probability": 0.93994140625}, {"start": 2710.53, "end": 2710.61, "word": " أح", "probability": 0.97412109375}, {"start": 2710.61, "end": 2710.71, "word": " ..", "probability": 0.93994140625}, {"start": 2710.71, "end": 2711.31, "word": " أح", "probability": 0.97509765625}, {"start": 2711.31, "end": 2711.31, "word": " ..", "probability": 0.94140625}, {"start": 2711.31, "end": 2711.31, "word": " أح", "probability": 0.97607421875}, {"start": 2711.31, "end": 2711.31, "word": " ..", "probability": 0.94091796875}, {"start": 2711.31, "end": 2711.31, "word": " أح", "probability": 0.9765625}, {"start": 2711.31, "end": 2711.31, "word": " ..", "probability": 0.94140625}, {"start": 2711.31, "end": 2711.31, "word": " أح", "probability": 0.977294921875}, {"start": 2711.31, "end": 2711.31, "word": " ..", "probability": 0.94189453125}, {"start": 2711.31, "end": 2711.31, "word": " أح", "probability": 0.978271484375}, {"start": 2711.31, "end": 2711.31, "word": " ..", "probability": 0.94140625}, {"start": 2711.31, "end": 2711.31, "word": " أح", "probability": 0.978515625}, {"start": 2711.31, "end": 2711.31, "word": " ..", "probability": 0.9423828125}, {"start": 2711.31, "end": 2711.31, "word": " أح", "probability": 0.979248046875}, {"start": 2711.31, "end": 2711.31, "word": " ..", "probability": 0.94189453125}, {"start": 2711.31, "end": 2711.31, "word": " أح", "probability": 0.9794921875}, {"start": 2711.31, "end": 2711.31, "word": " ..", "probability": 0.94091796875}, {"start": 2711.31, "end": 2711.35, "word": " أح", "probability": 0.979736328125}, {"start": 2711.35, "end": 2711.35, "word": " ..", "probability": 0.94287109375}, {"start": 2711.35, "end": 2711.35, "word": " أح", "probability": 0.98046875}, {"start": 2711.35, "end": 2711.35, "word": " ..", "probability": 0.94384765625}, {"start": 2711.35, "end": 2711.35, "word": " أح", "probability": 0.981201171875}, {"start": 2711.35, "end": 2711.35, "word": " ..", "probability": 0.94140625}, {"start": 2711.35, "end": 2711.35, "word": " أح", "probability": 0.98095703125}, {"start": 2711.35, "end": 2711.35, "word": " ..", "probability": 0.943359375}, {"start": 2711.35, "end": 2711.35, "word": " أح", "probability": 0.98095703125}, {"start": 2711.35, "end": 2711.35, "word": " ..", "probability": 0.9423828125}, {"start": 2711.35, "end": 2711.51, "word": " أح", "probability": 0.981201171875}, {"start": 2711.51, "end": 2711.51, "word": " ..", "probability": 0.94189453125}, {"start": 2711.51, "end": 2711.51, "word": " أح", "probability": 0.9814453125}, {"start": 2711.51, "end": 2711.51, "word": " ..", "probability": 0.943359375}, {"start": 2711.51, "end": 2711.51, "word": " أح", "probability": 0.981201171875}, {"start": 2711.51, "end": 2711.51, "word": " ..", "probability": 0.94140625}, {"start": 2711.51, "end": 2711.51, "word": " أح", "probability": 0.98095703125}, {"start": 2711.51, "end": 2711.51, "word": " ..", "probability": 0.94091796875}, {"start": 2711.51, "end": 2711.51, "word": " أح", "probability": 0.981201171875}, {"start": 2711.51, "end": 2711.51, "word": " ..", "probability": 0.94287109375}, {"start": 2711.51, "end": 2711.51, "word": " أح", "probability": 0.9814453125}, {"start": 2711.51, "end": 2711.51, "word": " ..", "probability": 0.9462890625}, {"start": 2711.51, "end": 2711.51, "word": " أح", "probability": 0.9814453125}, {"start": 2711.51, "end": 2711.51, "word": " ..", "probability": 0.947265625}, {"start": 2711.51, "end": 2711.51, "word": " أح", "probability": 0.981201171875}, {"start": 2711.51, "end": 2711.51, "word": " ..", "probability": 0.951171875}, {"start": 2711.51, "end": 2713.65, "word": " أح", "probability": 0.98193359375}, {"start": 2713.65, "end": 2714.71, "word": " ..", "probability": 0.94482421875}, {"start": 2714.71, "end": 2715.43, "word": " أح", "probability": 0.978271484375}], "temperature": 1.0}, {"id": 107, "seek": 274169, "start": 2720.01, "end": 2741.69, "text": "انت بتاخد .. تبقى تقسمي مصروف و ادخال، هذا المقصود في نوعية شخصية وكتابة بتاخد مصروفك و بدك تقسميه على مدار الأسبوع أو مدار شهر، حسب فترة مصروفك نسميه موازن الشخصي موازنتك يعني ليش الإدار العام و الإدار الخاص عشان ما تفسرش نفسك و لا تدل الفلوس و لا تدل السهل اللي كنت معاها", "tokens": [7649, 2655, 39894, 47283, 3215, 4386, 6055, 3555, 4587, 7578, 6055, 4587, 38251, 1829, 3714, 9381, 32887, 5172, 4032, 1975, 3215, 9778, 6027, 12399, 23758, 9673, 4587, 9381, 23328, 8978, 8717, 45367, 10632, 13412, 9778, 9381, 10632, 4032, 4117, 2655, 16758, 3660, 39894, 47283, 3215, 3714, 9381, 32887, 5172, 4117, 4032, 47525, 4117, 6055, 4587, 38251, 1829, 3224, 15844, 3714, 3215, 9640, 16247, 35457, 45367, 34051, 3714, 3215, 9640, 13412, 3224, 2288, 12399, 11331, 35457, 6156, 2655, 25720, 3714, 9381, 32887, 5172, 4117, 8717, 38251, 1829, 3224, 3714, 2407, 31377, 1863, 25124, 9778, 9381, 1829, 3714, 2407, 31377, 29399, 4117, 37495, 22653, 32239, 8592, 33688, 3215, 9640, 18863, 10943, 4032, 33688, 3215, 9640, 33962, 33546, 6225, 8592, 7649, 19446, 6055, 36178, 2288, 8592, 8717, 36178, 4117, 4032, 20193, 6055, 3215, 1211, 27188, 1211, 41779, 4032, 20193, 6055, 3215, 1211, 21136, 3224, 1211, 13672, 1829, 9122, 29399, 20449, 995, 11296], "avg_logprob": -0.27291666984558105, "compression_ratio": 2.0205761316872426, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 2720.01, "end": 2720.23, "word": "انت", "probability": 0.679931640625}, {"start": 2720.23, "end": 2720.65, "word": " بتاخد", "probability": 0.8723958333333334}, {"start": 2720.65, "end": 2720.83, "word": " ..", "probability": 0.5673828125}, {"start": 2720.83, "end": 2721.11, "word": " تبقى", "probability": 0.5579833984375}, {"start": 2721.11, "end": 2721.55, "word": " تقسمي", "probability": 0.8192138671875}, {"start": 2721.55, "end": 2721.93, "word": " مصروف", "probability": 0.9329833984375}, {"start": 2721.93, "end": 2722.05, "word": " و", "probability": 0.8115234375}, {"start": 2722.05, "end": 2722.71, "word": " ادخال،", "probability": 0.660302734375}, {"start": 2722.71, "end": 2722.87, "word": " هذا", "probability": 0.2607421875}, {"start": 2722.87, "end": 2723.23, "word": " المقصود", "probability": 0.8712158203125}, {"start": 2723.23, "end": 2723.35, "word": " في", "probability": 0.2159423828125}, {"start": 2723.35, "end": 2723.55, "word": " نوعية", "probability": 0.7316080729166666}, {"start": 2723.55, "end": 2723.95, "word": " شخصية", "probability": 0.981201171875}, {"start": 2723.95, "end": 2724.41, "word": " وكتابة", "probability": 0.5693359375}, {"start": 2724.41, "end": 2724.71, "word": " بتاخد", "probability": 0.82958984375}, {"start": 2724.71, "end": 2725.19, "word": " مصروفك", "probability": 0.9837890625}, {"start": 2725.19, "end": 2725.25, "word": " و", "probability": 0.69580078125}, {"start": 2725.25, "end": 2725.45, "word": " بدك", "probability": 0.646728515625}, {"start": 2725.45, "end": 2725.93, "word": " تقسميه", "probability": 0.97041015625}, {"start": 2725.93, "end": 2726.05, "word": " على", "probability": 0.94970703125}, {"start": 2726.05, "end": 2726.35, "word": " مدار", "probability": 0.99462890625}, {"start": 2726.35, "end": 2726.77, "word": " الأسبوع", "probability": 0.9650065104166666}, {"start": 2726.77, "end": 2726.89, "word": " أو", "probability": 0.89111328125}, {"start": 2726.89, "end": 2727.17, "word": " مدار", "probability": 0.90185546875}, {"start": 2727.17, "end": 2727.51, "word": " شهر،", "probability": 0.802734375}, {"start": 2727.51, "end": 2727.67, "word": " حسب", "probability": 0.98095703125}, {"start": 2727.67, "end": 2728.01, "word": " فترة", "probability": 0.9969075520833334}, {"start": 2728.01, "end": 2728.67, "word": " مصروفك", "probability": 0.9861328125}, {"start": 2728.67, "end": 2729.07, "word": " نسميه", "probability": 0.719390869140625}, {"start": 2729.07, "end": 2729.33, "word": " موازن", "probability": 0.9468994140625}, {"start": 2729.33, "end": 2729.87, "word": " الشخصي", "probability": 0.82281494140625}, {"start": 2729.87, "end": 2734.39, "word": " موازنتك", "probability": 0.90244140625}, {"start": 2734.39, "end": 2734.71, "word": " يعني", "probability": 0.885009765625}, {"start": 2734.71, "end": 2737.45, "word": " ليش", "probability": 0.9228515625}, {"start": 2737.45, "end": 2737.77, "word": " الإدار", "probability": 0.9563802083333334}, {"start": 2737.77, "end": 2738.15, "word": " العام", "probability": 0.9658203125}, {"start": 2738.15, "end": 2738.37, "word": " و", "probability": 0.46435546875}, {"start": 2738.37, "end": 2738.63, "word": " الإدار", "probability": 0.96826171875}, {"start": 2738.63, "end": 2738.63, "word": " الخاص", "probability": 0.898681640625}, {"start": 2738.63, "end": 2738.69, "word": " عشان", "probability": 0.84814453125}, {"start": 2738.69, "end": 2738.81, "word": " ما", "probability": 0.61669921875}, {"start": 2738.81, "end": 2739.19, "word": " تفسرش", "probability": 0.436676025390625}, {"start": 2739.19, "end": 2739.49, "word": " نفسك", "probability": 0.9957682291666666}, {"start": 2739.49, "end": 2739.59, "word": " و", "probability": 0.8408203125}, {"start": 2739.59, "end": 2739.67, "word": " لا", "probability": 0.70703125}, {"start": 2739.67, "end": 2739.91, "word": " تدل", "probability": 0.6025390625}, {"start": 2739.91, "end": 2740.25, "word": " الفلوس", "probability": 0.8671875}, {"start": 2740.25, "end": 2740.41, "word": " و", "probability": 0.455078125}, {"start": 2740.41, "end": 2740.47, "word": " لا", "probability": 0.97314453125}, {"start": 2740.47, "end": 2740.71, "word": " تدل", "probability": 0.7367350260416666}, {"start": 2740.71, "end": 2741.23, "word": " السهل", "probability": 0.618896484375}, {"start": 2741.23, "end": 2741.41, "word": " اللي", "probability": 0.844970703125}, {"start": 2741.41, "end": 2741.47, "word": " كنت", "probability": 0.73046875}, {"start": 2741.47, "end": 2741.69, "word": " معاها", "probability": 0.5563151041666666}], "temperature": 1.0}, {"id": 108, "seek": 276964, "start": 2743.28, "end": 2769.64, "text": "الإدارة العامة والإدارة الخاصة نبدأ بالعامة، برأيكم عامة، من اسمها عامة، يعني متعلقة بمين؟ بمؤسسات ولا بدولة؟ دولة دولة، أما بإدارة خاصة؟ بمؤسسات خاصة، بمشاريع خاصة، بمؤسسات خاصة، صح؟ طيب، أكيد في فرق بيناتهم، صح؟ الفرق الأول اللي راح نتكلم عنه ما يتعلق بنفقات العامة كإدارة عامة تنفق عن مين؟", "tokens": [6027, 28814, 3215, 9640, 3660, 18863, 10943, 3660, 16070, 28814, 3215, 9640, 3660, 33962, 33546, 3660, 8717, 44510, 10721, 20666, 3615, 10943, 3660, 12399, 4724, 2288, 10721, 1829, 24793, 6225, 10943, 3660, 12399, 9154, 24525, 2304, 11296, 6225, 10943, 3660, 12399, 37495, 22653, 44650, 30241, 28671, 4724, 2304, 9957, 22807, 4724, 2304, 33604, 3794, 3794, 9307, 49429, 4724, 3215, 12610, 3660, 22807, 11778, 12610, 3660, 11778, 12610, 3660, 12399, 5551, 15042, 4724, 28814, 3215, 9640, 3660, 16490, 33546, 3660, 22807, 4724, 2304, 33604, 3794, 3794, 9307, 16490, 33546, 3660, 12399, 4724, 2304, 8592, 9640, 40228, 16490, 33546, 3660, 12399, 4724, 2304, 33604, 3794, 3794, 9307, 16490, 33546, 3660, 12399, 20328, 5016, 22807, 23032, 1829, 3555, 12399, 5551, 4117, 25708, 8978, 6156, 2288, 4587, 49374, 9307, 16095, 12399, 20328, 5016, 22807, 27188, 2288, 4587, 16247, 12610, 13672, 1829, 12602, 39319, 8717, 2655, 4117, 19528, 18871, 3224, 19446, 7251, 2655, 30241, 4587, 44945, 5172, 4587, 9307, 18863, 10943, 3660, 9122, 28814, 3215, 9640, 3660, 6225, 10943, 3660, 6055, 1863, 5172, 4587, 18871, 3714, 9957, 22807], "avg_logprob": -0.1274245741038487, "compression_ratio": 2.3464912280701755, "no_speech_prob": 8.106231689453125e-06, "words": [{"start": 2743.28, "end": 2743.8, "word": "الإدارة", "probability": 0.9140625}, {"start": 2743.8, "end": 2744.3, "word": " العامة", "probability": 0.9949544270833334}, {"start": 2744.3, "end": 2744.86, "word": " والإدارة", "probability": 0.9203125}, {"start": 2744.86, "end": 2745.48, "word": " الخاصة", "probability": 0.99560546875}, {"start": 2745.48, "end": 2746.2, "word": " نبدأ", "probability": 0.9597981770833334}, {"start": 2746.2, "end": 2746.76, "word": " بالعامة،", "probability": 0.8513671875}, {"start": 2746.76, "end": 2747.22, "word": " برأيكم", "probability": 0.93564453125}, {"start": 2747.22, "end": 2747.62, "word": " عامة،", "probability": 0.9537353515625}, {"start": 2747.62, "end": 2747.74, "word": " من", "probability": 0.6162109375}, {"start": 2747.74, "end": 2748.1, "word": " اسمها", "probability": 0.8282877604166666}, {"start": 2748.1, "end": 2748.52, "word": " عامة،", "probability": 0.8895263671875}, {"start": 2748.52, "end": 2748.64, "word": " يعني", "probability": 0.942138671875}, {"start": 2748.64, "end": 2749.16, "word": " متعلقة", "probability": 0.9895833333333334}, {"start": 2749.16, "end": 2750.04, "word": " بمين؟", "probability": 0.9273681640625}, {"start": 2750.04, "end": 2751.06, "word": " بمؤسسات", "probability": 0.99072265625}, {"start": 2751.06, "end": 2751.28, "word": " ولا", "probability": 0.8125}, {"start": 2751.28, "end": 2751.9, "word": " بدولة؟", "probability": 0.87138671875}, {"start": 2751.9, "end": 2752.54, "word": " دولة", "probability": 0.9052734375}, {"start": 2752.54, "end": 2753.02, "word": " دولة،", "probability": 0.6585693359375}, {"start": 2753.02, "end": 2753.24, "word": " أما", "probability": 0.92919921875}, {"start": 2753.24, "end": 2753.64, "word": " بإدارة", "probability": 0.9529296875}, {"start": 2753.64, "end": 2754.24, "word": " خاصة؟", "probability": 0.8404541015625}, {"start": 2754.24, "end": 2754.66, "word": " بمؤسسات", "probability": 0.92724609375}, {"start": 2754.66, "end": 2754.7, "word": " خاصة،", "probability": 0.8997802734375}, {"start": 2754.7, "end": 2755.04, "word": " بمشاريع", "probability": 0.7439453125}, {"start": 2755.04, "end": 2755.4, "word": " خاصة،", "probability": 0.961181640625}, {"start": 2755.4, "end": 2755.8, "word": " بمؤسسات", "probability": 0.8724365234375}, {"start": 2755.8, "end": 2756.08, "word": " خاصة،", "probability": 0.962890625}, {"start": 2756.08, "end": 2756.78, "word": " صح؟", "probability": 0.96435546875}, {"start": 2756.78, "end": 2757.58, "word": " طيب،", "probability": 0.9332275390625}, {"start": 2757.58, "end": 2757.86, "word": " أكيد", "probability": 0.98486328125}, {"start": 2757.86, "end": 2757.96, "word": " في", "probability": 0.93115234375}, {"start": 2757.96, "end": 2758.14, "word": " فرق", "probability": 0.82568359375}, {"start": 2758.14, "end": 2759.04, "word": " بيناتهم،", "probability": 0.766448974609375}, {"start": 2759.04, "end": 2760.06, "word": " صح؟", "probability": 0.9763997395833334}, {"start": 2760.06, "end": 2760.38, "word": " الفرق", "probability": 0.9768880208333334}, {"start": 2760.38, "end": 2760.56, "word": " الأول", "probability": 0.98681640625}, {"start": 2760.56, "end": 2760.7, "word": " اللي", "probability": 0.7142333984375}, {"start": 2760.7, "end": 2760.7, "word": " راح", "probability": 0.646484375}, {"start": 2760.7, "end": 2761.0, "word": " نتكلم", "probability": 0.978271484375}, {"start": 2761.0, "end": 2761.32, "word": " عنه", "probability": 0.831298828125}, {"start": 2761.32, "end": 2761.44, "word": " ما", "probability": 0.66259765625}, {"start": 2761.44, "end": 2762.06, "word": " يتعلق", "probability": 0.9696044921875}, {"start": 2762.06, "end": 2764.14, "word": " بنفقات", "probability": 0.8936767578125}, {"start": 2764.14, "end": 2765.08, "word": " العامة", "probability": 0.9778645833333334}, {"start": 2765.08, "end": 2767.36, "word": " كإدارة", "probability": 0.97509765625}, {"start": 2767.36, "end": 2767.96, "word": " عامة", "probability": 0.9990234375}, {"start": 2767.96, "end": 2769.08, "word": " تنفق", "probability": 0.9029541015625}, {"start": 2769.08, "end": 2769.24, "word": " عن", "probability": 0.284423828125}, {"start": 2769.24, "end": 2769.64, "word": " مين؟", "probability": 0.9772135416666666}], "temperature": 1.0}, {"id": 109, "seek": 279939, "start": 2772.19, "end": 2799.39, "text": "الدولة بتنفق ع مين؟ ع المواطنين ع المواطنين؟ ع المواطنين طيب و كإدارة خاصة هتنفق .. المواطنين بدأوا بيصرفوا عليها ماشي لأ هلأ هنتكلم كيف المواطنين بيصرفوا عليها طيب و كإدارة خاصة هننفق ع مين؟ أنا لو إني مؤسسة خاصة إدارة مالية .. ع المستثمرين ع الموظفين كمان اللي بيشتغلوا عندي في المكان صح؟ هدفتش احنا ع المستثمرين احنا في .. انتزفتش احنا صيفة", "tokens": [6027, 3215, 12610, 3660, 39894, 1863, 5172, 4587, 6225, 3714, 9957, 22807, 6225, 9673, 2407, 41193, 1863, 9957, 6225, 9673, 2407, 41193, 1863, 9957, 22807, 6225, 9673, 2407, 41193, 1863, 9957, 23032, 1829, 3555, 4032, 9122, 28814, 3215, 9640, 3660, 16490, 33546, 3660, 8032, 2655, 1863, 5172, 4587, 4386, 9673, 2407, 41193, 1863, 9957, 47525, 10721, 14407, 4724, 1829, 9381, 28480, 14407, 25894, 11296, 3714, 33599, 1829, 5296, 10721, 8032, 1211, 10721, 8032, 29399, 4117, 19528, 9122, 33911, 9673, 2407, 41193, 1863, 9957, 4724, 1829, 9381, 28480, 14407, 25894, 11296, 23032, 1829, 3555, 4032, 9122, 28814, 3215, 9640, 3660, 16490, 33546, 3660, 8032, 1863, 1863, 5172, 4587, 6225, 3714, 9957, 22807, 41850, 45164, 11933, 22653, 3714, 33604, 3794, 3794, 3660, 16490, 33546, 3660, 11933, 3215, 9640, 3660, 3714, 6027, 10632, 4386, 6225, 9673, 14851, 12984, 29973, 9957, 6225, 9673, 2407, 19913, 5172, 9957, 9122, 2304, 7649, 13672, 1829, 4724, 1829, 8592, 2655, 17082, 1211, 14407, 18871, 16254, 8978, 9673, 41361, 20328, 5016, 22807, 8032, 3215, 5172, 2655, 8592, 1975, 5016, 8315, 6225, 9673, 14851, 12984, 29973, 9957, 1975, 5016, 8315, 8978, 4386, 16472, 2655, 11622, 5172, 2655, 8592, 1975, 5016, 8315, 20328, 33911, 3660], "avg_logprob": -0.1756410286976741, "compression_ratio": 2.549586776859504, "no_speech_prob": 1.049041748046875e-05, "words": [{"start": 2772.19, "end": 2772.77, "word": "الدولة", "probability": 0.9840087890625}, {"start": 2772.77, "end": 2773.15, "word": " بتنفق", "probability": 0.9814453125}, {"start": 2773.15, "end": 2773.29, "word": " ع", "probability": 0.7587890625}, {"start": 2773.29, "end": 2773.61, "word": " مين؟", "probability": 0.8658854166666666}, {"start": 2773.61, "end": 2774.01, "word": " ع", "probability": 0.7275390625}, {"start": 2774.01, "end": 2774.33, "word": " المواطنين", "probability": 0.92275390625}, {"start": 2774.33, "end": 2774.33, "word": " ع", "probability": 0.70751953125}, {"start": 2774.33, "end": 2774.35, "word": " المواطنين؟", "probability": 0.8173014322916666}, {"start": 2774.35, "end": 2774.49, "word": " ع", "probability": 0.8427734375}, {"start": 2774.49, "end": 2775.17, "word": " المواطنين", "probability": 0.94990234375}, {"start": 2775.17, "end": 2775.95, "word": " طيب", "probability": 0.86572265625}, {"start": 2775.95, "end": 2776.21, "word": " و", "probability": 0.71044921875}, {"start": 2776.21, "end": 2776.75, "word": " كإدارة", "probability": 0.9236328125}, {"start": 2776.75, "end": 2777.25, "word": " خاصة", "probability": 0.9912109375}, {"start": 2777.25, "end": 2777.61, "word": " هتنفق", "probability": 0.8939453125}, {"start": 2777.61, "end": 2777.63, "word": " ..", "probability": 0.6572265625}, {"start": 2777.63, "end": 2777.99, "word": " المواطنين", "probability": 0.82275390625}, {"start": 2777.99, "end": 2778.29, "word": " بدأوا", "probability": 0.610107421875}, {"start": 2778.29, "end": 2778.73, "word": " بيصرفوا", "probability": 0.793359375}, {"start": 2778.73, "end": 2779.15, "word": " عليها", "probability": 0.979736328125}, {"start": 2779.15, "end": 2780.43, "word": " ماشي", "probability": 0.6973876953125}, {"start": 2780.43, "end": 2780.83, "word": " لأ", "probability": 0.731689453125}, {"start": 2780.83, "end": 2781.03, "word": " هلأ", "probability": 0.6353352864583334}, {"start": 2781.03, "end": 2781.43, "word": " هنتكلم", "probability": 0.9384765625}, {"start": 2781.43, "end": 2781.85, "word": " كيف", "probability": 0.934814453125}, {"start": 2781.85, "end": 2782.31, "word": " المواطنين", "probability": 0.9798828125}, {"start": 2782.31, "end": 2782.67, "word": " بيصرفوا", "probability": 0.991015625}, {"start": 2782.67, "end": 2783.09, "word": " عليها", "probability": 0.986328125}, {"start": 2783.09, "end": 2784.51, "word": " طيب", "probability": 0.9571940104166666}, {"start": 2784.51, "end": 2784.69, "word": " و", "probability": 0.9609375}, {"start": 2784.69, "end": 2785.17, "word": " كإدارة", "probability": 0.98876953125}, {"start": 2785.17, "end": 2785.81, "word": " خاصة", "probability": 0.9905598958333334}, {"start": 2785.81, "end": 2786.77, "word": " هننفق", "probability": 0.9818359375}, {"start": 2786.77, "end": 2786.91, "word": " ع", "probability": 0.96728515625}, {"start": 2786.91, "end": 2788.15, "word": " مين؟", "probability": 0.9524739583333334}, {"start": 2788.15, "end": 2789.67, "word": " أنا", "probability": 0.76953125}, {"start": 2789.67, "end": 2789.87, "word": " لو", "probability": 0.9384765625}, {"start": 2789.87, "end": 2790.09, "word": " إني", "probability": 0.782470703125}, {"start": 2790.09, "end": 2790.55, "word": " مؤسسة", "probability": 0.97822265625}, {"start": 2790.55, "end": 2791.07, "word": " خاصة", "probability": 0.9646809895833334}, {"start": 2791.07, "end": 2791.45, "word": " إدارة", "probability": 0.9832763671875}, {"start": 2791.45, "end": 2791.67, "word": " مالية", "probability": 0.8795572916666666}, {"start": 2791.67, "end": 2792.21, "word": " ..", "probability": 0.288330078125}, {"start": 2792.21, "end": 2792.21, "word": " ع", "probability": 0.7685546875}, {"start": 2792.21, "end": 2793.49, "word": " المستثمرين", "probability": 0.95625}, {"start": 2793.49, "end": 2793.61, "word": " ع", "probability": 0.76513671875}, {"start": 2793.61, "end": 2794.27, "word": " الموظفين", "probability": 0.95087890625}, {"start": 2794.27, "end": 2794.43, "word": " كمان", "probability": 0.9698893229166666}, {"start": 2794.43, "end": 2794.53, "word": " اللي", "probability": 0.830810546875}, {"start": 2794.53, "end": 2794.81, "word": " بيشتغلوا", "probability": 0.9792131696428571}, {"start": 2794.81, "end": 2794.95, "word": " عندي", "probability": 0.85546875}, {"start": 2794.95, "end": 2795.05, "word": " في", "probability": 0.9150390625}, {"start": 2795.05, "end": 2795.31, "word": " المكان", "probability": 0.994140625}, {"start": 2795.31, "end": 2795.97, "word": " صح؟", "probability": 0.8347981770833334}, {"start": 2795.97, "end": 2796.45, "word": " هدفتش", "probability": 0.567333984375}, {"start": 2796.45, "end": 2796.65, "word": " احنا", "probability": 0.8107096354166666}, {"start": 2796.65, "end": 2796.77, "word": " ع", "probability": 0.440185546875}, {"start": 2796.77, "end": 2797.47, "word": " المستثمرين", "probability": 0.96123046875}, {"start": 2797.47, "end": 2797.81, "word": " احنا", "probability": 0.8333333333333334}, {"start": 2797.81, "end": 2798.01, "word": " في", "probability": 0.8876953125}, {"start": 2798.01, "end": 2798.19, "word": " ..", "probability": 0.53564453125}, {"start": 2798.19, "end": 2798.75, "word": " انتزفتش", "probability": 0.60003662109375}, {"start": 2798.75, "end": 2798.95, "word": " احنا", "probability": 0.8349609375}, {"start": 2798.95, "end": 2799.39, "word": " صيفة", "probability": 0.8587239583333334}], "temperature": 1.0}, {"id": 110, "seek": 281951, "start": 2800.07, "end": 2819.51, "text": "مصايف المدرسة العالمية هي تجارب المبيعات، الوجود، الغواطف، الخوائف، الظرايف وإلى آخره، مصايف الدولة اللي درم هي العملية من التحتيل للدولة، اللي هي المستشفيات، المطالات، المداسة، التبع، الفخومة، غواطف الموظفين", "tokens": [2304, 9381, 995, 33911, 9673, 3215, 2288, 3794, 3660, 18863, 45340, 10632, 39896, 6055, 7435, 9640, 3555, 9673, 21292, 3615, 9307, 12399, 2423, 29245, 23328, 12399, 6024, 118, 2407, 41193, 5172, 12399, 33962, 2407, 16373, 5172, 12399, 6024, 116, 23557, 33911, 4032, 28814, 23942, 19753, 34740, 3224, 12399, 3714, 9381, 995, 33911, 32748, 12610, 3660, 13672, 1829, 11778, 2288, 2304, 39896, 18863, 42213, 10632, 9154, 16712, 5016, 31371, 1211, 24976, 3215, 12610, 3660, 12399, 13672, 1829, 39896, 9673, 14851, 8592, 41185, 9307, 12399, 9673, 9566, 6027, 9307, 12399, 9673, 3215, 32277, 3660, 12399, 16712, 3555, 3615, 12399, 27188, 9778, 20498, 3660, 12399, 32771, 2407, 41193, 5172, 9673, 2407, 19913, 5172, 9957], "avg_logprob": -0.3666294746633087, "compression_ratio": 2.1032608695652173, "no_speech_prob": 2.9206275939941406e-06, "words": [{"start": 2800.07, "end": 2800.61, "word": "مصايف", "probability": 0.8111572265625}, {"start": 2800.61, "end": 2801.03, "word": " المدرسة", "probability": 0.5195556640625}, {"start": 2801.03, "end": 2801.35, "word": " العالمية", "probability": 0.5912272135416666}, {"start": 2801.35, "end": 2801.59, "word": " هي", "probability": 0.5078125}, {"start": 2801.59, "end": 2801.99, "word": " تجارب", "probability": 0.86376953125}, {"start": 2801.99, "end": 2804.35, "word": " المبيعات،", "probability": 0.715478515625}, {"start": 2804.35, "end": 2806.15, "word": " الوجود،", "probability": 0.7637939453125}, {"start": 2806.15, "end": 2807.43, "word": " الغواطف،", "probability": 0.7339274088541666}, {"start": 2807.43, "end": 2809.53, "word": " الخوائف،", "probability": 0.74228515625}, {"start": 2809.53, "end": 2810.23, "word": " الظرايف", "probability": 0.63812255859375}, {"start": 2810.23, "end": 2810.57, "word": " وإلى", "probability": 0.6134847005208334}, {"start": 2810.57, "end": 2811.67, "word": " آخره،", "probability": 0.6265869140625}, {"start": 2811.67, "end": 2812.21, "word": " مصايف", "probability": 0.89794921875}, {"start": 2812.21, "end": 2812.69, "word": " الدولة", "probability": 0.99365234375}, {"start": 2812.69, "end": 2812.83, "word": " اللي", "probability": 0.63916015625}, {"start": 2812.83, "end": 2813.03, "word": " درم", "probability": 0.3691813151041667}, {"start": 2813.03, "end": 2813.17, "word": " هي", "probability": 0.6572265625}, {"start": 2813.17, "end": 2813.55, "word": " العملية", "probability": 0.8167317708333334}, {"start": 2813.55, "end": 2813.73, "word": " من", "probability": 0.12091064453125}, {"start": 2813.73, "end": 2814.29, "word": " التحتيل", "probability": 0.63555908203125}, {"start": 2814.29, "end": 2815.41, "word": " للدولة،", "probability": 0.94501953125}, {"start": 2815.41, "end": 2815.47, "word": " اللي", "probability": 0.843017578125}, {"start": 2815.47, "end": 2815.57, "word": " هي", "probability": 0.8916015625}, {"start": 2815.57, "end": 2816.45, "word": " المستشفيات،", "probability": 0.9092610677083334}, {"start": 2816.45, "end": 2817.09, "word": " المطالات،", "probability": 0.88408203125}, {"start": 2817.09, "end": 2817.57, "word": " المداسة،", "probability": 0.788671875}, {"start": 2817.57, "end": 2817.93, "word": " التبع،", "probability": 0.5263671875}, {"start": 2817.93, "end": 2818.39, "word": " الفخومة،", "probability": 0.833203125}, {"start": 2818.39, "end": 2818.85, "word": " غواطف", "probability": 0.896240234375}, {"start": 2818.85, "end": 2819.51, "word": " الموظفين", "probability": 0.95732421875}], "temperature": 1.0}, {"id": 111, "seek": 285029, "start": 2820.71, "end": 2850.29, "text": "في المالية العامة نجد أن الدولة تستهدف من نفقاتها العامة تحقيق المصلحة العامة حتى ولم يسفر نشاطها المالية عن تحقيق الربح خدمة، لأ، هو أصلاً فشية بشكل عام، النفقات العامة في الدولة مافيها نفقات بتعمل بنية تحتية، بس هي أشياء يا أخوات، بيكون عندنا الإيراد اللي هو أساساً الضريبة من المواطنيين بغطي قادة المصارية الإيراد بغطي المصارية المنح", "tokens": [41185, 9673, 6027, 10632, 18863, 10943, 3660, 8717, 7435, 3215, 14739, 32748, 12610, 3660, 6055, 14851, 3224, 3215, 5172, 9154, 8717, 5172, 4587, 9307, 11296, 18863, 10943, 3660, 6055, 5016, 38436, 4587, 9673, 36520, 5016, 3660, 18863, 10943, 3660, 11331, 49975, 4032, 19528, 7251, 3794, 5172, 2288, 8717, 8592, 41193, 11296, 9673, 6027, 10632, 18871, 6055, 5016, 38436, 4587, 2423, 25513, 5016, 16490, 40448, 3660, 12399, 5296, 10721, 12399, 31439, 5551, 9381, 15040, 14111, 6156, 8592, 10632, 4724, 8592, 28820, 6225, 10943, 12399, 28239, 5172, 4587, 9307, 18863, 10943, 3660, 8978, 32748, 12610, 3660, 19446, 41185, 11296, 8717, 5172, 4587, 9307, 39894, 25957, 1211, 44945, 10632, 6055, 33753, 10632, 12399, 4724, 3794, 39896, 5551, 8592, 1829, 16606, 35186, 5551, 9778, 2407, 9307, 12399, 4724, 1829, 30544, 43242, 8315, 33688, 13546, 18513, 13672, 1829, 31439, 5551, 3794, 32277, 995, 14111, 6024, 114, 16572, 49401, 9154, 9673, 2407, 41193, 22653, 9957, 4724, 17082, 9566, 1829, 12174, 18513, 3660, 9673, 9381, 9640, 10632, 33688, 13546, 18513, 4724, 17082, 9566, 1829, 9673, 9381, 9640, 10632, 9673, 1863, 5016], "avg_logprob": -0.2105357188837869, "compression_ratio": 2.204301075268817, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 2820.71, "end": 2820.89, "word": "في", "probability": 0.95654296875}, {"start": 2820.89, "end": 2821.21, "word": " المالية", "probability": 0.9931640625}, {"start": 2821.21, "end": 2821.55, "word": " العامة", "probability": 0.9938151041666666}, {"start": 2821.55, "end": 2821.81, "word": " نجد", "probability": 0.9342447916666666}, {"start": 2821.81, "end": 2821.95, "word": " أن", "probability": 0.7626953125}, {"start": 2821.95, "end": 2822.23, "word": " الدولة", "probability": 0.9913736979166666}, {"start": 2822.23, "end": 2822.91, "word": " تستهدف", "probability": 0.99013671875}, {"start": 2822.91, "end": 2823.17, "word": " من", "probability": 0.97607421875}, {"start": 2823.17, "end": 2823.89, "word": " نفقاتها", "probability": 0.9736328125}, {"start": 2823.89, "end": 2824.39, "word": " العامة", "probability": 0.9923502604166666}, {"start": 2824.39, "end": 2825.15, "word": " تحقيق", "probability": 0.986328125}, {"start": 2825.15, "end": 2826.15, "word": " المصلحة", "probability": 0.979736328125}, {"start": 2826.15, "end": 2826.71, "word": " العامة", "probability": 0.9978841145833334}, {"start": 2826.71, "end": 2827.77, "word": " حتى", "probability": 0.955078125}, {"start": 2827.77, "end": 2828.39, "word": " ولم", "probability": 0.934326171875}, {"start": 2828.39, "end": 2829.03, "word": " يسفر", "probability": 0.8544921875}, {"start": 2829.03, "end": 2829.47, "word": " نشاطها", "probability": 0.994140625}, {"start": 2829.47, "end": 2829.85, "word": " المالية", "probability": 0.8409830729166666}, {"start": 2829.85, "end": 2829.97, "word": " عن", "probability": 0.95263671875}, {"start": 2829.97, "end": 2830.23, "word": " تحقيق", "probability": 0.884765625}, {"start": 2830.23, "end": 2830.67, "word": " الربح", "probability": 0.7354329427083334}, {"start": 2830.67, "end": 2831.71, "word": " خدمة،", "probability": 0.72637939453125}, {"start": 2831.71, "end": 2831.89, "word": " لأ،", "probability": 0.7615559895833334}, {"start": 2831.89, "end": 2832.01, "word": " هو", "probability": 0.94189453125}, {"start": 2832.01, "end": 2832.33, "word": " أصلاً", "probability": 0.81695556640625}, {"start": 2832.33, "end": 2832.75, "word": " فشية", "probability": 0.78662109375}, {"start": 2832.75, "end": 2834.83, "word": " بشكل", "probability": 0.5967203776041666}, {"start": 2834.83, "end": 2835.17, "word": " عام،", "probability": 0.7584635416666666}, {"start": 2835.17, "end": 2835.65, "word": " النفقات", "probability": 0.8997802734375}, {"start": 2835.65, "end": 2836.03, "word": " العامة", "probability": 0.9869791666666666}, {"start": 2836.03, "end": 2836.11, "word": " في", "probability": 0.92578125}, {"start": 2836.11, "end": 2836.47, "word": " الدولة", "probability": 0.9954427083333334}, {"start": 2836.47, "end": 2836.89, "word": " مافيها", "probability": 0.7804361979166666}, {"start": 2836.89, "end": 2837.27, "word": " نفقات", "probability": 0.533447265625}, {"start": 2837.27, "end": 2838.93, "word": " بتعمل", "probability": 0.77978515625}, {"start": 2838.93, "end": 2839.25, "word": " بنية", "probability": 0.686279296875}, {"start": 2839.25, "end": 2840.15, "word": " تحتية،", "probability": 0.881591796875}, {"start": 2840.15, "end": 2840.37, "word": " بس", "probability": 0.99560546875}, {"start": 2840.37, "end": 2840.47, "word": " هي", "probability": 0.339111328125}, {"start": 2840.47, "end": 2840.71, "word": " أشياء", "probability": 0.912353515625}, {"start": 2840.71, "end": 2840.93, "word": " يا", "probability": 0.346435546875}, {"start": 2840.93, "end": 2841.05, "word": " أخوات،", "probability": 0.83515625}, {"start": 2841.05, "end": 2841.27, "word": " بيكون", "probability": 0.7351888020833334}, {"start": 2841.27, "end": 2841.91, "word": " عندنا", "probability": 0.75}, {"start": 2841.91, "end": 2842.85, "word": " الإيراد", "probability": 0.9098307291666666}, {"start": 2842.85, "end": 2843.81, "word": " اللي", "probability": 0.86474609375}, {"start": 2843.81, "end": 2843.97, "word": " هو", "probability": 0.99462890625}, {"start": 2843.97, "end": 2844.57, "word": " أساساً", "probability": 0.9681640625}, {"start": 2844.57, "end": 2845.03, "word": " الضريبة", "probability": 0.805419921875}, {"start": 2845.03, "end": 2845.17, "word": " من", "probability": 0.775390625}, {"start": 2845.17, "end": 2845.67, "word": " المواطنيين", "probability": 0.8306640625}, {"start": 2845.67, "end": 2846.15, "word": " بغطي", "probability": 0.8614501953125}, {"start": 2846.15, "end": 2846.39, "word": " قادة", "probability": 0.4030354817708333}, {"start": 2846.39, "end": 2847.03, "word": " المصارية", "probability": 0.6553955078125}, {"start": 2847.03, "end": 2849.11, "word": " الإيراد", "probability": 0.9798177083333334}, {"start": 2849.11, "end": 2849.49, "word": " بغطي", "probability": 0.9884033203125}, {"start": 2849.49, "end": 2849.87, "word": " المصارية", "probability": 0.8614501953125}, {"start": 2849.87, "end": 2850.29, "word": " المنح", "probability": 0.4744873046875}], "temperature": 1.0}, {"id": 112, "seek": 287959, "start": 2851.47, "end": 2879.59, "text": "الإيراد أكبر من المصاريف فائض من أفراد غالبين الدول اللي عندنا في الشرق الأوسط عندها الإيراد أقل من المصاريف اللي عندهم عدد أكبر غالبين الدول اللي عندها عدد أكبر بما يتعلق بنافقات في المالية الخاصة يسعى الأفراد أو المنشأات الخاصة بصفة أساسية تحقيق المنفع الشخصية المتمثلة في تشكيل الأرباح يعني أنا لو أنا مساهم في هذه المؤسسة في هذا المشروع بدي شغل تعود عليها", "tokens": [6027, 28814, 13546, 18513, 5551, 4117, 26890, 9154, 9673, 9381, 9640, 33911, 6156, 16373, 11242, 9154, 5551, 5172, 2288, 18513, 32771, 6027, 3555, 9957, 32748, 12610, 13672, 1829, 43242, 8315, 8978, 25124, 2288, 4587, 16247, 41779, 9566, 43242, 11296, 33688, 13546, 18513, 5551, 4587, 1211, 9154, 9673, 9381, 9640, 33911, 13672, 1829, 43242, 16095, 6225, 3215, 3215, 5551, 4117, 26890, 32771, 6027, 3555, 9957, 32748, 12610, 13672, 1829, 43242, 11296, 6225, 3215, 3215, 5551, 4117, 26890, 4724, 15042, 7251, 2655, 30241, 4587, 44945, 31845, 4587, 9307, 8978, 9673, 6027, 10632, 33962, 33546, 3660, 7251, 3794, 3615, 7578, 16247, 5172, 2288, 18513, 34051, 9673, 1863, 8592, 10721, 9307, 33962, 33546, 3660, 4724, 9381, 5172, 3660, 5551, 3794, 32277, 10632, 6055, 5016, 38436, 4587, 9673, 1863, 5172, 3615, 25124, 9778, 9381, 10632, 9673, 39237, 12984, 37977, 8978, 6055, 8592, 4117, 26895, 16247, 25513, 39319, 37495, 22653, 41850, 45164, 41850, 47524, 995, 16095, 8978, 29538, 9673, 33604, 3794, 3794, 3660, 8978, 23758, 9673, 8592, 32887, 3615, 4724, 16254, 13412, 17082, 1211, 37279, 23328, 25894, 11296], "avg_logprob": -0.14053468242546038, "compression_ratio": 2.314487632508834, "no_speech_prob": 9.834766387939453e-06, "words": [{"start": 2851.47, "end": 2852.25, "word": "الإيراد", "probability": 0.90380859375}, {"start": 2852.25, "end": 2853.03, "word": " أكبر", "probability": 0.9855143229166666}, {"start": 2853.03, "end": 2853.25, "word": " من", "probability": 0.99072265625}, {"start": 2853.25, "end": 2853.95, "word": " المصاريف", "probability": 0.9161376953125}, {"start": 2853.95, "end": 2855.55, "word": " فائض", "probability": 0.8113606770833334}, {"start": 2855.55, "end": 2855.81, "word": " من", "probability": 0.826171875}, {"start": 2855.81, "end": 2856.27, "word": " أفراد", "probability": 0.8570556640625}, {"start": 2856.27, "end": 2857.65, "word": " غالبين", "probability": 0.7818603515625}, {"start": 2857.65, "end": 2857.95, "word": " الدول", "probability": 0.926025390625}, {"start": 2857.95, "end": 2858.11, "word": " اللي", "probability": 0.8642578125}, {"start": 2858.11, "end": 2858.23, "word": " عندنا", "probability": 0.564208984375}, {"start": 2858.23, "end": 2858.37, "word": " في", "probability": 0.81640625}, {"start": 2858.37, "end": 2858.59, "word": " الشرق", "probability": 0.7534993489583334}, {"start": 2858.59, "end": 2858.93, "word": " الأوسط", "probability": 0.9256184895833334}, {"start": 2858.93, "end": 2859.33, "word": " عندها", "probability": 0.96630859375}, {"start": 2859.33, "end": 2859.89, "word": " الإيراد", "probability": 0.9788411458333334}, {"start": 2859.89, "end": 2860.25, "word": " أقل", "probability": 0.9918619791666666}, {"start": 2860.25, "end": 2860.37, "word": " من", "probability": 0.9677734375}, {"start": 2860.37, "end": 2860.77, "word": " المصاريف", "probability": 0.9512939453125}, {"start": 2860.77, "end": 2860.87, "word": " اللي", "probability": 0.802978515625}, {"start": 2860.87, "end": 2861.05, "word": " عندهم", "probability": 0.6708984375}, {"start": 2861.05, "end": 2861.39, "word": " عدد", "probability": 0.7123209635416666}, {"start": 2861.39, "end": 2861.81, "word": " أكبر", "probability": 0.8416341145833334}, {"start": 2861.81, "end": 2862.51, "word": " غالبين", "probability": 0.94091796875}, {"start": 2862.51, "end": 2862.75, "word": " الدول", "probability": 0.9775390625}, {"start": 2862.75, "end": 2862.87, "word": " اللي", "probability": 0.954833984375}, {"start": 2862.87, "end": 2863.05, "word": " عندها", "probability": 0.786865234375}, {"start": 2863.05, "end": 2863.23, "word": " عدد", "probability": 0.626953125}, {"start": 2863.23, "end": 2864.01, "word": " أكبر", "probability": 0.79541015625}, {"start": 2864.01, "end": 2864.33, "word": " بما", "probability": 0.813232421875}, {"start": 2864.33, "end": 2864.71, "word": " يتعلق", "probability": 0.98486328125}, {"start": 2864.71, "end": 2865.29, "word": " بنافقات", "probability": 0.824462890625}, {"start": 2865.29, "end": 2865.41, "word": " في", "probability": 0.96923828125}, {"start": 2865.41, "end": 2865.71, "word": " المالية", "probability": 0.9930013020833334}, {"start": 2865.71, "end": 2866.19, "word": " الخاصة", "probability": 0.9913736979166666}, {"start": 2866.19, "end": 2866.63, "word": " يسعى", "probability": 0.8731689453125}, {"start": 2866.63, "end": 2867.17, "word": " الأفراد", "probability": 0.9923095703125}, {"start": 2867.17, "end": 2867.37, "word": " أو", "probability": 0.9873046875}, {"start": 2867.37, "end": 2867.97, "word": " المنشأات", "probability": 0.875439453125}, {"start": 2867.97, "end": 2868.41, "word": " الخاصة", "probability": 0.9913736979166666}, {"start": 2868.41, "end": 2868.87, "word": " بصفة", "probability": 0.9876708984375}, {"start": 2868.87, "end": 2869.61, "word": " أساسية", "probability": 0.98974609375}, {"start": 2869.61, "end": 2870.09, "word": " تحقيق", "probability": 0.8453369140625}, {"start": 2870.09, "end": 2870.47, "word": " المنفع", "probability": 0.8709716796875}, {"start": 2870.47, "end": 2871.09, "word": " الشخصية", "probability": 0.998046875}, {"start": 2871.09, "end": 2871.55, "word": " المتمثلة", "probability": 0.7674560546875}, {"start": 2871.55, "end": 2871.67, "word": " في", "probability": 0.97314453125}, {"start": 2871.67, "end": 2871.95, "word": " تشكيل", "probability": 0.9873046875}, {"start": 2871.95, "end": 2872.39, "word": " الأرباح", "probability": 0.93798828125}, {"start": 2872.39, "end": 2873.25, "word": " يعني", "probability": 0.94189453125}, {"start": 2873.25, "end": 2873.65, "word": " أنا", "probability": 0.802734375}, {"start": 2873.65, "end": 2874.39, "word": " لو", "probability": 0.79541015625}, {"start": 2874.39, "end": 2874.57, "word": " أنا", "probability": 0.95947265625}, {"start": 2874.57, "end": 2875.03, "word": " مساهم", "probability": 0.8585611979166666}, {"start": 2875.03, "end": 2875.21, "word": " في", "probability": 0.990234375}, {"start": 2875.21, "end": 2875.51, "word": " هذه", "probability": 0.83837890625}, {"start": 2875.51, "end": 2877.15, "word": " المؤسسة", "probability": 0.9896484375}, {"start": 2877.15, "end": 2877.25, "word": " في", "probability": 0.81201171875}, {"start": 2877.25, "end": 2877.39, "word": " هذا", "probability": 0.9384765625}, {"start": 2877.39, "end": 2877.91, "word": " المشروع", "probability": 0.9803466796875}, {"start": 2877.91, "end": 2878.49, "word": " بدي", "probability": 0.68359375}, {"start": 2878.49, "end": 2878.83, "word": " شغل", "probability": 0.7564290364583334}, {"start": 2878.83, "end": 2879.17, "word": " تعود", "probability": 0.77978515625}, {"start": 2879.17, "end": 2879.59, "word": " عليها", "probability": 0.830322265625}], "temperature": 1.0}, {"id": 113, "seek": 290420, "start": 2880.38, "end": 2904.2, "text": "لمنفعة شخصية زي ما توشر احنا قلنا صافره بعد ضد الموزع فالضروب متوزعش فمن سدد مصاريفه حتى موزع الأربع يبقى واجه المقارنة الأول اللي كان بينهم هو إيش النفقات العامة لأن حنتقل واجه المقارنة التانية هو الإيرادات العامة هي أدق أبتدس لاي بكل النفقات و الإيرادات مش العامة العامة بتخرج تاني الإيرادات خالص تمام إيرادات طيب", "tokens": [1211, 27842, 5172, 27884, 13412, 9778, 9381, 10632, 30767, 1829, 19446, 33427, 46309, 1975, 5016, 8315, 12174, 1211, 8315, 20328, 31845, 2288, 3224, 39182, 48812, 3215, 9673, 2407, 11622, 3615, 6156, 6027, 11242, 32887, 3555, 3714, 2655, 2407, 11622, 3615, 8592, 6156, 27842, 8608, 3215, 3215, 3714, 9381, 9640, 33911, 3224, 11331, 49975, 3714, 2407, 11622, 3615, 16247, 25513, 3615, 7251, 3555, 4587, 7578, 4032, 26108, 3224, 9673, 4587, 9640, 1863, 3660, 16247, 12610, 13672, 1829, 25961, 49374, 16095, 31439, 11933, 1829, 8592, 28239, 5172, 4587, 9307, 18863, 10943, 3660, 5296, 33456, 11331, 29399, 4587, 1211, 4032, 26108, 3224, 9673, 4587, 9640, 1863, 3660, 16712, 7649, 10632, 31439, 33688, 13546, 18513, 9307, 18863, 10943, 3660, 39896, 5551, 3215, 4587, 5551, 3555, 2655, 3215, 3794, 20193, 1829, 4724, 28820, 28239, 5172, 4587, 9307, 4032, 33688, 13546, 18513, 9307, 37893, 18863, 10943, 3660, 18863, 10943, 3660, 39894, 34740, 7435, 6055, 7649, 1829, 33688, 13546, 18513, 9307, 16490, 6027, 9381, 46811, 10943, 11933, 13546, 18513, 9307, 23032, 1829, 3555], "avg_logprob": -0.3025823378277396, "compression_ratio": 2.24609375, "no_speech_prob": 3.457069396972656e-05, "words": [{"start": 2880.38, "end": 2880.88, "word": "لمنفعة", "probability": 0.633056640625}, {"start": 2880.88, "end": 2881.58, "word": " شخصية", "probability": 0.947509765625}, {"start": 2881.58, "end": 2881.9, "word": " زي", "probability": 0.5025634765625}, {"start": 2881.9, "end": 2881.98, "word": " ما", "probability": 0.9443359375}, {"start": 2881.98, "end": 2882.34, "word": " توشر", "probability": 0.5538330078125}, {"start": 2882.34, "end": 2882.56, "word": " احنا", "probability": 0.8976236979166666}, {"start": 2882.56, "end": 2882.82, "word": " قلنا", "probability": 0.5096842447916666}, {"start": 2882.82, "end": 2883.36, "word": " صافره", "probability": 0.566650390625}, {"start": 2883.36, "end": 2883.54, "word": " بعد", "probability": 0.67041015625}, {"start": 2883.54, "end": 2883.8, "word": " ضد", "probability": 0.5872802734375}, {"start": 2883.8, "end": 2884.38, "word": " الموزع", "probability": 0.9119873046875}, {"start": 2884.38, "end": 2885.1, "word": " فالضروب", "probability": 0.640771484375}, {"start": 2885.1, "end": 2885.64, "word": " متوزعش", "probability": 0.7408447265625}, {"start": 2885.64, "end": 2886.62, "word": " فمن", "probability": 0.3033447265625}, {"start": 2886.62, "end": 2886.98, "word": " سدد", "probability": 0.6907552083333334}, {"start": 2886.98, "end": 2887.52, "word": " مصاريفه", "probability": 0.90517578125}, {"start": 2887.52, "end": 2887.76, "word": " حتى", "probability": 0.5936279296875}, {"start": 2887.76, "end": 2888.28, "word": " موزع", "probability": 0.9383544921875}, {"start": 2888.28, "end": 2888.78, "word": " الأربع", "probability": 0.68310546875}, {"start": 2888.78, "end": 2889.28, "word": " يبقى", "probability": 0.8968505859375}, {"start": 2889.28, "end": 2889.74, "word": " واجه", "probability": 0.8531901041666666}, {"start": 2889.74, "end": 2890.3, "word": " المقارنة", "probability": 0.970703125}, {"start": 2890.3, "end": 2890.6, "word": " الأول", "probability": 0.94482421875}, {"start": 2890.6, "end": 2890.74, "word": " اللي", "probability": 0.5615234375}, {"start": 2890.74, "end": 2890.86, "word": " كان", "probability": 0.990234375}, {"start": 2890.86, "end": 2891.28, "word": " بينهم", "probability": 0.9873046875}, {"start": 2891.28, "end": 2891.46, "word": " هو", "probability": 0.93408203125}, {"start": 2891.46, "end": 2891.76, "word": " إيش", "probability": 0.7556966145833334}, {"start": 2891.76, "end": 2892.5, "word": " النفقات", "probability": 0.85009765625}, {"start": 2892.5, "end": 2893.1, "word": " العامة", "probability": 0.99072265625}, {"start": 2893.1, "end": 2893.62, "word": " لأن", "probability": 0.36083984375}, {"start": 2893.62, "end": 2894.06, "word": " حنتقل", "probability": 0.8387451171875}, {"start": 2894.06, "end": 2894.26, "word": " واجه", "probability": 0.8837890625}, {"start": 2894.26, "end": 2894.68, "word": " المقارنة", "probability": 0.99296875}, {"start": 2894.68, "end": 2894.92, "word": " التانية", "probability": 0.8479817708333334}, {"start": 2894.92, "end": 2895.32, "word": " هو", "probability": 0.58056640625}, {"start": 2895.32, "end": 2896.18, "word": " الإيرادات", "probability": 0.9652099609375}, {"start": 2896.18, "end": 2896.64, "word": " العامة", "probability": 0.9977213541666666}, {"start": 2896.64, "end": 2896.82, "word": " هي", "probability": 0.337158203125}, {"start": 2896.82, "end": 2897.28, "word": " أدق", "probability": 0.8079427083333334}, {"start": 2897.28, "end": 2897.98, "word": " أبتدس", "probability": 0.3642333984375}, {"start": 2897.98, "end": 2898.22, "word": " لاي", "probability": 0.5931396484375}, {"start": 2898.22, "end": 2898.52, "word": " بكل", "probability": 0.41583251953125}, {"start": 2898.52, "end": 2899.16, "word": " النفقات", "probability": 0.9737548828125}, {"start": 2899.16, "end": 2899.3, "word": " و", "probability": 0.5908203125}, {"start": 2899.3, "end": 2899.86, "word": " الإيرادات", "probability": 0.9356689453125}, {"start": 2899.86, "end": 2900.08, "word": " مش", "probability": 0.90771484375}, {"start": 2900.08, "end": 2900.5, "word": " العامة", "probability": 0.9970703125}, {"start": 2900.5, "end": 2900.88, "word": " العامة", "probability": 0.8924153645833334}, {"start": 2900.88, "end": 2901.28, "word": " بتخرج", "probability": 0.8131510416666666}, {"start": 2901.28, "end": 2901.72, "word": " تاني", "probability": 0.7843424479166666}, {"start": 2901.72, "end": 2902.22, "word": " الإيرادات", "probability": 0.976806640625}, {"start": 2902.22, "end": 2902.62, "word": " خالص", "probability": 0.84228515625}, {"start": 2902.62, "end": 2902.96, "word": " تمام", "probability": 0.78857421875}, {"start": 2902.96, "end": 2903.46, "word": " إيرادات", "probability": 0.9598388671875}, {"start": 2903.46, "end": 2904.2, "word": " طيب", "probability": 0.9148763020833334}], "temperature": 1.0}, {"id": 114, "seek": 292649, "start": 2904.79, "end": 2926.49, "text": "نتكلم عن الإيرادات، لو أنا إدارة مالية عامة، من أين الحاجة بفلوسي؟ من أين الحاجة بالإيرادات لإلي؟ من الدرايب، و .. و .. رسوم، جمال، صح فإيه فرق واحد؟ رسوم، رسوم جوانس سفرك، رسوم هويتك، تحجيتي، رسوم شهدتك عندك عندك صغير، إذا بتدفعي جمال، طلع نازلة، الكهربا و الميه؟", "tokens": [29399, 4117, 19528, 18871, 33688, 13546, 18513, 9307, 12399, 45164, 41850, 11933, 3215, 9640, 3660, 3714, 6027, 10632, 6225, 10943, 3660, 12399, 9154, 5551, 9957, 21542, 26108, 3660, 4724, 5172, 1211, 41779, 1829, 22807, 9154, 5551, 9957, 21542, 26108, 3660, 20666, 28814, 13546, 18513, 9307, 5296, 28814, 20292, 22807, 9154, 32748, 23557, 1829, 3555, 12399, 4032, 4386, 4032, 4386, 12602, 3794, 20498, 12399, 10874, 2304, 6027, 12399, 20328, 5016, 6156, 28814, 1829, 3224, 6156, 2288, 4587, 36764, 24401, 22807, 12602, 3794, 20498, 12399, 12602, 3794, 20498, 10874, 2407, 7649, 3794, 8608, 5172, 2288, 4117, 12399, 12602, 3794, 20498, 31439, 36081, 4117, 12399, 6055, 5016, 7435, 1829, 31371, 12399, 12602, 3794, 20498, 13412, 3224, 3215, 2655, 4117, 43242, 4117, 43242, 4117, 20328, 17082, 13546, 12399, 11933, 15730, 39894, 3215, 5172, 3615, 1829, 10874, 2304, 6027, 12399, 23032, 1211, 3615, 8717, 31377, 37977, 12399, 33251, 3224, 25513, 995, 4032, 9673, 1829, 3224, 22807], "avg_logprob": -0.25719572035105603, "compression_ratio": 2.0606060606060606, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 2904.79, "end": 2905.31, "word": "نتكلم", "probability": 0.9430338541666666}, {"start": 2905.31, "end": 2905.49, "word": " عن", "probability": 0.88232421875}, {"start": 2905.49, "end": 2906.55, "word": " الإيرادات،", "probability": 0.86669921875}, {"start": 2906.55, "end": 2906.61, "word": " لو", "probability": 0.98193359375}, {"start": 2906.61, "end": 2906.85, "word": " أنا", "probability": 0.88623046875}, {"start": 2906.85, "end": 2907.25, "word": " إدارة", "probability": 0.9896240234375}, {"start": 2907.25, "end": 2907.59, "word": " مالية", "probability": 0.9737955729166666}, {"start": 2907.59, "end": 2907.93, "word": " عامة،", "probability": 0.939453125}, {"start": 2907.93, "end": 2908.01, "word": " من", "probability": 0.87158203125}, {"start": 2908.01, "end": 2908.09, "word": " أين", "probability": 0.84375}, {"start": 2908.09, "end": 2908.33, "word": " الحاجة", "probability": 0.6822102864583334}, {"start": 2908.33, "end": 2908.93, "word": " بفلوسي؟", "probability": 0.8802083333333334}, {"start": 2908.93, "end": 2909.03, "word": " من", "probability": 0.94384765625}, {"start": 2909.03, "end": 2909.11, "word": " أين", "probability": 0.989990234375}, {"start": 2909.11, "end": 2909.33, "word": " الحاجة", "probability": 0.9905598958333334}, {"start": 2909.33, "end": 2909.79, "word": " بالإيرادات", "probability": 0.94296875}, {"start": 2909.79, "end": 2910.55, "word": " لإلي؟", "probability": 0.7164306640625}, {"start": 2910.55, "end": 2910.77, "word": " من", "probability": 0.97314453125}, {"start": 2910.77, "end": 2911.35, "word": " الدرايب،", "probability": 0.704150390625}, {"start": 2911.35, "end": 2912.17, "word": " و", "probability": 0.2607421875}, {"start": 2912.17, "end": 2912.29, "word": " ..", "probability": 0.74365234375}, {"start": 2912.29, "end": 2912.55, "word": " و", "probability": 0.8779296875}, {"start": 2912.55, "end": 2912.55, "word": " ..", "probability": 0.916015625}, {"start": 2912.55, "end": 2913.43, "word": " رسوم،", "probability": 0.904296875}, {"start": 2913.43, "end": 2913.83, "word": " جمال،", "probability": 0.88671875}, {"start": 2913.83, "end": 2914.27, "word": " صح", "probability": 0.941162109375}, {"start": 2914.27, "end": 2914.71, "word": " فإيه", "probability": 0.544036865234375}, {"start": 2914.71, "end": 2915.03, "word": " فرق", "probability": 0.6201171875}, {"start": 2915.03, "end": 2915.93, "word": " واحد؟", "probability": 0.8787434895833334}, {"start": 2915.93, "end": 2917.57, "word": " رسوم،", "probability": 0.824462890625}, {"start": 2917.57, "end": 2918.57, "word": " رسوم", "probability": 0.8248697916666666}, {"start": 2918.57, "end": 2918.91, "word": " جوانس", "probability": 0.652679443359375}, {"start": 2918.91, "end": 2919.35, "word": " سفرك،", "probability": 0.80546875}, {"start": 2919.35, "end": 2919.59, "word": " رسوم", "probability": 0.99072265625}, {"start": 2919.59, "end": 2920.11, "word": " هويتك،", "probability": 0.63873291015625}, {"start": 2920.11, "end": 2920.71, "word": " تحجيتي،", "probability": 0.7768961588541666}, {"start": 2920.71, "end": 2921.01, "word": " رسوم", "probability": 0.9806315104166666}, {"start": 2921.01, "end": 2921.51, "word": " شهدتك", "probability": 0.7595703125}, {"start": 2921.51, "end": 2921.67, "word": " عندك", "probability": 0.4189453125}, {"start": 2921.67, "end": 2921.83, "word": " عندك", "probability": 0.6259765625}, {"start": 2921.83, "end": 2922.81, "word": " صغير،", "probability": 0.65325927734375}, {"start": 2922.81, "end": 2922.99, "word": " إذا", "probability": 0.797607421875}, {"start": 2922.99, "end": 2923.41, "word": " بتدفعي", "probability": 0.8271484375}, {"start": 2923.41, "end": 2924.17, "word": " جمال،", "probability": 0.8956298828125}, {"start": 2924.17, "end": 2924.65, "word": " طلع", "probability": 0.8854166666666666}, {"start": 2924.65, "end": 2925.03, "word": " نازلة،", "probability": 0.6849365234375}, {"start": 2925.03, "end": 2925.53, "word": " الكهربا", "probability": 0.96044921875}, {"start": 2925.53, "end": 2925.65, "word": " و", "probability": 0.58154296875}, {"start": 2925.65, "end": 2926.49, "word": " الميه؟", "probability": 0.8465576171875}], "temperature": 1.0}, {"id": 115, "seek": 294540, "start": 2927.66, "end": 2945.4, "text": "في دول مخص خصة أحنا بالنسبة إنا لأ ماشيلنا في دول عندها إذا كانت بتشوف الكهربا ما هيجددت خاصة بيكون أرباح تسميها إيضاد خاصة ممكن أرباح محتاجة منك حسب ما هم عايزين لأ لأ لأ الدول عندها أرباح أساسي", "tokens": [41185, 11778, 12610, 3714, 9778, 9381, 16490, 9381, 3660, 5551, 5016, 8315, 20666, 1863, 35457, 3660, 11933, 8315, 5296, 10721, 19446, 8592, 26895, 8315, 8978, 11778, 12610, 43242, 11296, 11933, 15730, 25961, 2655, 39894, 8592, 38688, 33251, 3224, 25513, 995, 19446, 39896, 7435, 3215, 3215, 2655, 16490, 33546, 3660, 4724, 1829, 30544, 5551, 25513, 39319, 6055, 38251, 1829, 11296, 11933, 1829, 11242, 18513, 16490, 33546, 3660, 3714, 43020, 5551, 25513, 39319, 3714, 33753, 26108, 3660, 9154, 4117, 11331, 35457, 19446, 8032, 2304, 6225, 47302, 11622, 9957, 5296, 10721, 5296, 10721, 5296, 10721, 32748, 12610, 43242, 11296, 5551, 25513, 39319, 5551, 3794, 32277, 1829], "avg_logprob": -0.3302283619458859, "compression_ratio": 1.934065934065934, "no_speech_prob": 8.225440979003906e-06, "words": [{"start": 2927.66, "end": 2927.86, "word": "في", "probability": 0.87939453125}, {"start": 2927.86, "end": 2928.08, "word": " دول", "probability": 0.97900390625}, {"start": 2928.08, "end": 2928.44, "word": " مخص", "probability": 0.9607747395833334}, {"start": 2928.44, "end": 2928.8, "word": " خصة", "probability": 0.810546875}, {"start": 2928.8, "end": 2929.36, "word": " أحنا", "probability": 0.6920979817708334}, {"start": 2929.36, "end": 2929.82, "word": " بالنسبة", "probability": 0.9537353515625}, {"start": 2929.82, "end": 2930.06, "word": " إنا", "probability": 0.704345703125}, {"start": 2930.06, "end": 2930.4, "word": " لأ", "probability": 0.807861328125}, {"start": 2930.4, "end": 2930.96, "word": " ماشيلنا", "probability": 0.690673828125}, {"start": 2930.96, "end": 2931.2, "word": " في", "probability": 0.6328125}, {"start": 2931.2, "end": 2931.5, "word": " دول", "probability": 0.981689453125}, {"start": 2931.5, "end": 2931.92, "word": " عندها", "probability": 0.996826171875}, {"start": 2931.92, "end": 2932.12, "word": " إذا", "probability": 0.6639404296875}, {"start": 2932.12, "end": 2932.44, "word": " كانت", "probability": 0.7294921875}, {"start": 2932.44, "end": 2932.84, "word": " بتشوف", "probability": 0.822021484375}, {"start": 2932.84, "end": 2933.3, "word": " الكهربا", "probability": 0.8455810546875}, {"start": 2933.3, "end": 2933.46, "word": " ما", "probability": 0.44775390625}, {"start": 2933.46, "end": 2933.92, "word": " هيجددت", "probability": 0.74765625}, {"start": 2933.92, "end": 2934.26, "word": " خاصة", "probability": 0.9635416666666666}, {"start": 2934.26, "end": 2934.46, "word": " بيكون", "probability": 0.82421875}, {"start": 2934.46, "end": 2935.28, "word": " أرباح", "probability": 0.818603515625}, {"start": 2935.28, "end": 2936.36, "word": " تسميها", "probability": 0.714599609375}, {"start": 2936.36, "end": 2936.88, "word": " إيضاد", "probability": 0.60833740234375}, {"start": 2936.88, "end": 2937.56, "word": " خاصة", "probability": 0.8323567708333334}, {"start": 2937.56, "end": 2937.78, "word": " ممكن", "probability": 0.56939697265625}, {"start": 2937.78, "end": 2938.14, "word": " أرباح", "probability": 0.89892578125}, {"start": 2938.14, "end": 2938.56, "word": " محتاجة", "probability": 0.749267578125}, {"start": 2938.56, "end": 2938.88, "word": " منك", "probability": 0.3492431640625}, {"start": 2938.88, "end": 2940.36, "word": " حسب", "probability": 0.246063232421875}, {"start": 2940.36, "end": 2941.82, "word": " ما", "probability": 0.708984375}, {"start": 2941.82, "end": 2941.98, "word": " هم", "probability": 0.888671875}, {"start": 2941.98, "end": 2942.48, "word": " عايزين", "probability": 0.85986328125}, {"start": 2942.48, "end": 2942.92, "word": " لأ", "probability": 0.647705078125}, {"start": 2942.92, "end": 2943.14, "word": " لأ", "probability": 0.93212890625}, {"start": 2943.14, "end": 2943.42, "word": " لأ", "probability": 0.90625}, {"start": 2943.42, "end": 2944.24, "word": " الدول", "probability": 0.6707763671875}, {"start": 2944.24, "end": 2944.62, "word": " عندها", "probability": 0.6611328125}, {"start": 2944.62, "end": 2944.88, "word": " أرباح", "probability": 0.9860026041666666}, {"start": 2944.88, "end": 2945.4, "word": " أساسي", "probability": 0.8026123046875}], "temperature": 1.0}, {"id": 116, "seek": 297504, "start": 2946.12, "end": 2975.04, "text": "ممكن تدخل شركة مع القطاع العام مع القطاع الخاص عفوًا في business ويطلع لها أرباح، الأرباح هي ضمن إيرادتها، بس هذا إيش مش دائم، مش دائم طيب، بما يتعلق بالإدارة المالية الخاصة، مش إحنا تكلمنا عن التمويل، كيف نحصل على التمويل، بهذه الطريقة المنشئات الخاصة بتحصل على تمويل، إما باخد قروض أو تمويل ذاتي منه، مش هذا إيراد، مش هذا طريقة من الطرق التمويل شيء و الإيراد شيء ثاني، شوية", "tokens": [2304, 43020, 6055, 3215, 9778, 1211, 13412, 31747, 3660, 20449, 25062, 9566, 45761, 18863, 10943, 20449, 25062, 9566, 45761, 33962, 33546, 6225, 5172, 2407, 14111, 995, 8978, 1606, 4032, 1829, 9566, 1211, 3615, 5296, 11296, 5551, 25513, 39319, 12399, 16247, 25513, 39319, 39896, 48812, 27842, 11933, 13546, 18513, 2655, 11296, 12399, 4724, 3794, 23758, 11933, 1829, 8592, 37893, 11778, 16373, 2304, 12399, 37893, 11778, 16373, 2304, 23032, 1829, 3555, 12399, 4724, 15042, 7251, 2655, 30241, 4587, 20666, 28814, 3215, 9640, 3660, 9673, 6027, 10632, 33962, 33546, 3660, 12399, 37893, 11933, 5016, 8315, 6055, 4117, 19528, 8315, 18871, 16712, 2304, 2407, 26895, 12399, 9122, 33911, 8717, 5016, 36520, 15844, 16712, 2304, 2407, 26895, 12399, 4724, 3224, 24192, 41950, 16572, 28671, 9673, 1863, 8592, 19986, 9307, 33962, 33546, 3660, 39894, 5016, 36520, 15844, 46811, 2407, 26895, 12399, 11933, 15042, 4724, 47283, 3215, 12174, 32887, 11242, 34051, 46811, 2407, 26895, 29910, 9307, 1829, 9154, 3224, 12399, 37893, 23758, 11933, 13546, 18513, 12399, 37893, 23758, 23032, 16572, 28671, 9154, 41950, 2288, 4587, 16712, 2304, 2407, 26895, 44049, 38207, 4032, 33688, 13546, 18513, 44049, 38207, 38637, 7649, 1829, 12399, 13412, 2407, 10632], "avg_logprob": -0.22689494490623474, "compression_ratio": 2.157051282051282, "no_speech_prob": 2.1457672119140625e-06, "words": [{"start": 2946.12, "end": 2946.58, "word": "ممكن", "probability": 0.96826171875}, {"start": 2946.58, "end": 2947.48, "word": " تدخل", "probability": 0.83837890625}, {"start": 2947.48, "end": 2947.86, "word": " شركة", "probability": 0.9739583333333334}, {"start": 2947.86, "end": 2947.98, "word": " مع", "probability": 0.875}, {"start": 2947.98, "end": 2948.36, "word": " القطاع", "probability": 0.89111328125}, {"start": 2948.36, "end": 2948.8, "word": " العام", "probability": 0.6712646484375}, {"start": 2948.8, "end": 2949.02, "word": " مع", "probability": 0.75537109375}, {"start": 2949.02, "end": 2949.34, "word": " القطاع", "probability": 0.8232421875}, {"start": 2949.34, "end": 2949.66, "word": " الخاص", "probability": 0.948486328125}, {"start": 2949.66, "end": 2950.1, "word": " عفوًا", "probability": 0.584228515625}, {"start": 2950.1, "end": 2950.24, "word": " في", "probability": 0.65673828125}, {"start": 2950.24, "end": 2950.66, "word": " business", "probability": 0.89013671875}, {"start": 2950.66, "end": 2951.52, "word": " ويطلع", "probability": 0.82021484375}, {"start": 2951.52, "end": 2951.72, "word": " لها", "probability": 0.830322265625}, {"start": 2951.72, "end": 2952.14, "word": " أرباح،", "probability": 0.70703125}, {"start": 2952.14, "end": 2952.48, "word": " الأرباح", "probability": 0.8504231770833334}, {"start": 2952.48, "end": 2952.62, "word": " هي", "probability": 0.818359375}, {"start": 2952.62, "end": 2952.82, "word": " ضمن", "probability": 0.858642578125}, {"start": 2952.82, "end": 2953.86, "word": " إيرادتها،", "probability": 0.78564453125}, {"start": 2953.86, "end": 2953.96, "word": " بس", "probability": 0.96826171875}, {"start": 2953.96, "end": 2954.12, "word": " هذا", "probability": 0.7080078125}, {"start": 2954.12, "end": 2954.3, "word": " إيش", "probability": 0.6783447265625}, {"start": 2954.3, "end": 2954.48, "word": " مش", "probability": 0.9892578125}, {"start": 2954.48, "end": 2955.32, "word": " دائم،", "probability": 0.8824462890625}, {"start": 2955.32, "end": 2955.72, "word": " مش", "probability": 0.98828125}, {"start": 2955.72, "end": 2955.98, "word": " دائم", "probability": 0.9920247395833334}, {"start": 2955.98, "end": 2956.56, "word": " طيب،", "probability": 0.818603515625}, {"start": 2956.56, "end": 2956.86, "word": " بما", "probability": 0.90966796875}, {"start": 2956.86, "end": 2957.24, "word": " يتعلق", "probability": 0.9891357421875}, {"start": 2957.24, "end": 2958.28, "word": " بالإدارة", "probability": 0.962109375}, {"start": 2958.28, "end": 2958.96, "word": " المالية", "probability": 0.9908854166666666}, {"start": 2958.96, "end": 2960.64, "word": " الخاصة،", "probability": 0.9305419921875}, {"start": 2960.64, "end": 2960.72, "word": " مش", "probability": 0.94677734375}, {"start": 2960.72, "end": 2960.88, "word": " إحنا", "probability": 0.8336588541666666}, {"start": 2960.88, "end": 2961.28, "word": " تكلمنا", "probability": 0.8206787109375}, {"start": 2961.28, "end": 2961.38, "word": " عن", "probability": 0.93017578125}, {"start": 2961.38, "end": 2962.04, "word": " التمويل،", "probability": 0.8884765625}, {"start": 2962.04, "end": 2962.16, "word": " كيف", "probability": 0.983642578125}, {"start": 2962.16, "end": 2962.42, "word": " نحصل", "probability": 0.8302408854166666}, {"start": 2962.42, "end": 2962.52, "word": " على", "probability": 0.8212890625}, {"start": 2962.52, "end": 2963.2, "word": " التمويل،", "probability": 0.86318359375}, {"start": 2963.2, "end": 2963.56, "word": " بهذه", "probability": 0.5066731770833334}, {"start": 2963.56, "end": 2964.06, "word": " الطريقة", "probability": 0.9563802083333334}, {"start": 2964.06, "end": 2964.78, "word": " المنشئات", "probability": 0.850341796875}, {"start": 2964.78, "end": 2965.1, "word": " الخاصة", "probability": 0.98583984375}, {"start": 2965.1, "end": 2965.34, "word": " بتحصل", "probability": 0.89892578125}, {"start": 2965.34, "end": 2965.42, "word": " على", "probability": 0.9296875}, {"start": 2965.42, "end": 2965.88, "word": " تمويل،", "probability": 0.8411865234375}, {"start": 2965.88, "end": 2965.98, "word": " إما", "probability": 0.895263671875}, {"start": 2965.98, "end": 2966.32, "word": " باخد", "probability": 0.94970703125}, {"start": 2966.32, "end": 2966.82, "word": " قروض", "probability": 0.8017578125}, {"start": 2966.82, "end": 2967.12, "word": " أو", "probability": 0.953125}, {"start": 2967.12, "end": 2968.58, "word": " تمويل", "probability": 0.5475260416666666}, {"start": 2968.58, "end": 2968.92, "word": " ذاتي", "probability": 0.9095052083333334}, {"start": 2968.92, "end": 2969.86, "word": " منه،", "probability": 0.46142578125}, {"start": 2969.86, "end": 2970.6, "word": " مش", "probability": 0.56591796875}, {"start": 2970.6, "end": 2970.74, "word": " هذا", "probability": 0.6279296875}, {"start": 2970.74, "end": 2971.24, "word": " إيراد،", "probability": 0.960205078125}, {"start": 2971.24, "end": 2971.34, "word": " مش", "probability": 0.99462890625}, {"start": 2971.34, "end": 2971.5, "word": " هذا", "probability": 0.4072265625}, {"start": 2971.5, "end": 2971.86, "word": " طريقة", "probability": 0.9669596354166666}, {"start": 2971.86, "end": 2972.1, "word": " من", "probability": 0.8759765625}, {"start": 2972.1, "end": 2972.26, "word": " الطرق", "probability": 0.643798828125}, {"start": 2972.26, "end": 2973.14, "word": " التمويل", "probability": 0.6529541015625}, {"start": 2973.14, "end": 2973.46, "word": " شيء", "probability": 0.878173828125}, {"start": 2973.46, "end": 2973.56, "word": " و", "probability": 0.6328125}, {"start": 2973.56, "end": 2973.84, "word": " الإيراد", "probability": 0.8889973958333334}, {"start": 2973.84, "end": 2974.06, "word": " شيء", "probability": 0.895751953125}, {"start": 2974.06, "end": 2974.54, "word": " ثاني،", "probability": 0.833740234375}, {"start": 2974.54, "end": 2975.04, "word": " شوية", "probability": 0.7599283854166666}], "temperature": 1.0}, {"id": 117, "seek": 300498, "start": 2975.74, "end": 3004.98, "text": "التنمو يقولنا من أين لك هذا؟ من أين لك هذا؟ الإيراد قانون بيسار، عدم الابتكار، المباهة ضرب السعر أنا إيرادي هذا ماشي بأخصل منه لتم خصل منه جميع التكريف والمصاريف التبت والتشغيلي", "tokens": [6027, 2655, 1863, 2304, 2407, 7251, 39648, 8315, 9154, 5551, 9957, 5296, 4117, 23758, 22807, 9154, 5551, 9957, 5296, 4117, 23758, 22807, 33688, 13546, 18513, 12174, 7649, 11536, 4724, 1829, 3794, 9640, 12399, 6225, 40448, 2423, 16758, 2655, 4117, 9640, 12399, 9673, 3555, 40294, 3660, 48812, 25513, 21136, 3615, 2288, 41850, 11933, 13546, 18513, 1829, 23758, 3714, 33599, 1829, 4724, 10721, 9778, 36520, 9154, 3224, 5296, 39237, 16490, 36520, 9154, 3224, 10874, 2304, 40228, 16712, 4117, 16572, 5172, 16070, 2304, 9381, 9640, 33911, 16712, 3555, 2655, 16070, 2655, 8592, 17082, 1829, 20292], "avg_logprob": -0.2664650473543393, "compression_ratio": 1.8670520231213872, "no_speech_prob": 5.960464477539062e-07, "words": [{"start": 2975.74, "end": 2976.3, "word": "التنمو", "probability": 0.785888671875}, {"start": 2976.3, "end": 2976.74, "word": " يقولنا", "probability": 0.7703450520833334}, {"start": 2976.74, "end": 2976.88, "word": " من", "probability": 0.60205078125}, {"start": 2976.88, "end": 2977.06, "word": " أين", "probability": 0.876220703125}, {"start": 2977.06, "end": 2977.34, "word": " لك", "probability": 0.929443359375}, {"start": 2977.34, "end": 2978.54, "word": " هذا؟", "probability": 0.74560546875}, {"start": 2978.54, "end": 2980.22, "word": " من", "probability": 0.92236328125}, {"start": 2980.22, "end": 2980.62, "word": " أين", "probability": 0.95654296875}, {"start": 2980.62, "end": 2982.12, "word": " لك", "probability": 0.99267578125}, {"start": 2982.12, "end": 2983.94, "word": " هذا؟", "probability": 0.909423828125}, {"start": 2983.94, "end": 2984.7, "word": " الإيراد", "probability": 0.9239908854166666}, {"start": 2984.7, "end": 2985.4, "word": " قانون", "probability": 0.98046875}, {"start": 2985.4, "end": 2986.9, "word": " بيسار،", "probability": 0.5546875}, {"start": 2986.9, "end": 2987.34, "word": " عدم", "probability": 0.972412109375}, {"start": 2987.34, "end": 2988.62, "word": " الابتكار،", "probability": 0.5018513997395834}, {"start": 2988.62, "end": 2989.82, "word": " المباهة", "probability": 0.8070068359375}, {"start": 2989.82, "end": 2990.88, "word": " ضرب", "probability": 0.68505859375}, {"start": 2990.88, "end": 2991.48, "word": " السعر", "probability": 0.8179524739583334}, {"start": 2991.48, "end": 2992.42, "word": " أنا", "probability": 0.5517578125}, {"start": 2992.42, "end": 2993.02, "word": " إيرادي", "probability": 0.8839111328125}, {"start": 2993.02, "end": 2993.46, "word": " هذا", "probability": 0.9423828125}, {"start": 2993.46, "end": 2995.0, "word": " ماشي", "probability": 0.87841796875}, {"start": 2995.0, "end": 2996.68, "word": " بأخصل", "probability": 0.66998291015625}, {"start": 2996.68, "end": 2997.0, "word": " منه", "probability": 0.994384765625}, {"start": 2997.0, "end": 2997.48, "word": " لتم", "probability": 0.9228515625}, {"start": 2997.48, "end": 2998.46, "word": " خصل", "probability": 0.6688232421875}, {"start": 2998.46, "end": 2999.9, "word": " منه", "probability": 0.971435546875}, {"start": 2999.9, "end": 3001.42, "word": " جميع", "probability": 0.99462890625}, {"start": 3001.42, "end": 3002.36, "word": " التكريف", "probability": 0.8145751953125}, {"start": 3002.36, "end": 3003.38, "word": " والمصاريف", "probability": 0.8388671875}, {"start": 3003.38, "end": 3004.24, "word": " التبت", "probability": 0.6588948567708334}, {"start": 3004.24, "end": 3004.98, "word": " والتشغيلي", "probability": 0.8294677734375}], "temperature": 1.0}, {"id": 118, "seek": 303471, "start": 3005.99, "end": 3034.71, "text": "بعدك بصير ان انا سافر ربح صار صافي بعد الضريبة ماشي التمويل لأ التمويل براعن و أسمن لاستثمار الأقل ما أقول شراء آلة هذا استثمار لكن هل أنا كل يوم هشري آلة كل سنة لأ يمكن كل عشرة سنين لكن الضرايب و الفواتير و الأجار و الواضح كل شهر بيدفعها ان وان بيدفعها من إيراداتي هذا مخليف عن هذا يعني واضح؟ إذا سبب", "tokens": [3555, 22488, 4117, 4724, 9381, 13546, 16472, 1975, 8315, 8608, 31845, 2288, 12602, 49628, 20328, 9640, 20328, 31845, 1829, 39182, 6024, 114, 16572, 49401, 3714, 33599, 1829, 16712, 2304, 2407, 26895, 5296, 10721, 16712, 2304, 2407, 26895, 4724, 23557, 3615, 1863, 4032, 5551, 3794, 27842, 5296, 995, 14851, 12984, 2304, 9640, 16247, 4587, 1211, 19446, 5551, 39648, 13412, 2288, 16606, 19753, 37977, 23758, 44713, 12984, 2304, 9640, 44381, 8032, 1211, 41850, 28242, 7251, 20498, 8032, 8592, 16572, 19753, 37977, 28242, 8608, 1863, 3660, 5296, 10721, 7251, 43020, 28242, 6225, 8592, 25720, 8608, 1863, 9957, 44381, 6024, 114, 23557, 1829, 3555, 4032, 27188, 2407, 9307, 13546, 4032, 16247, 7435, 9640, 4032, 2423, 2407, 46958, 5016, 28242, 13412, 3224, 2288, 4724, 25708, 5172, 3615, 11296, 16472, 4032, 7649, 4724, 25708, 5172, 3615, 11296, 9154, 11933, 13546, 18513, 9307, 1829, 23758, 3714, 9778, 1211, 33911, 18871, 23758, 37495, 22653, 4032, 46958, 5016, 22807, 11933, 15730, 8608, 3555, 3555], "avg_logprob": -0.3317307785917551, "compression_ratio": 2.053231939163498, "no_speech_prob": 6.258487701416016e-06, "words": [{"start": 3005.99, "end": 3006.57, "word": "بعدك", "probability": 0.8369140625}, {"start": 3006.57, "end": 3006.87, "word": " بصير", "probability": 0.84619140625}, {"start": 3006.87, "end": 3007.03, "word": " ان", "probability": 0.24609375}, {"start": 3007.03, "end": 3007.15, "word": " انا", "probability": 0.66357421875}, {"start": 3007.15, "end": 3007.57, "word": " سافر", "probability": 0.9010416666666666}, {"start": 3007.57, "end": 3007.99, "word": " ربح", "probability": 0.89453125}, {"start": 3007.99, "end": 3008.45, "word": " صار", "probability": 0.65478515625}, {"start": 3008.45, "end": 3008.93, "word": " صافي", "probability": 0.888671875}, {"start": 3008.93, "end": 3009.61, "word": " بعد", "probability": 0.73583984375}, {"start": 3009.61, "end": 3010.19, "word": " الضريبة", "probability": 0.71990966796875}, {"start": 3010.19, "end": 3010.67, "word": " ماشي", "probability": 0.67724609375}, {"start": 3010.67, "end": 3011.13, "word": " التمويل", "probability": 0.805908203125}, {"start": 3011.13, "end": 3011.33, "word": " لأ", "probability": 0.927490234375}, {"start": 3011.33, "end": 3011.79, "word": " التمويل", "probability": 0.840576171875}, {"start": 3011.79, "end": 3012.47, "word": " براعن", "probability": 0.446136474609375}, {"start": 3012.47, "end": 3012.57, "word": " و", "probability": 0.88134765625}, {"start": 3012.57, "end": 3013.05, "word": " أسمن", "probability": 0.7263997395833334}, {"start": 3013.05, "end": 3015.21, "word": " لاستثمار", "probability": 0.8712565104166666}, {"start": 3015.21, "end": 3016.67, "word": " الأقل", "probability": 0.4925537109375}, {"start": 3016.67, "end": 3016.85, "word": " ما", "probability": 0.3681640625}, {"start": 3016.85, "end": 3017.07, "word": " أقول", "probability": 0.6363525390625}, {"start": 3017.07, "end": 3017.59, "word": " شراء", "probability": 0.91845703125}, {"start": 3017.59, "end": 3018.09, "word": " آلة", "probability": 0.793701171875}, {"start": 3018.09, "end": 3019.07, "word": " هذا", "probability": 0.45556640625}, {"start": 3019.07, "end": 3019.63, "word": " استثمار", "probability": 0.9730224609375}, {"start": 3019.63, "end": 3019.89, "word": " لكن", "probability": 0.88037109375}, {"start": 3019.89, "end": 3020.55, "word": " هل", "probability": 0.984619140625}, {"start": 3020.55, "end": 3020.71, "word": " أنا", "probability": 0.58935546875}, {"start": 3020.71, "end": 3020.91, "word": " كل", "probability": 0.4228515625}, {"start": 3020.91, "end": 3021.03, "word": " يوم", "probability": 0.65283203125}, {"start": 3021.03, "end": 3021.41, "word": " هشري", "probability": 0.7805989583333334}, {"start": 3021.41, "end": 3021.79, "word": " آلة", "probability": 0.98681640625}, {"start": 3021.79, "end": 3022.69, "word": " كل", "probability": 0.8544921875}, {"start": 3022.69, "end": 3023.01, "word": " سنة", "probability": 0.9915364583333334}, {"start": 3023.01, "end": 3023.13, "word": " لأ", "probability": 0.882568359375}, {"start": 3023.13, "end": 3023.29, "word": " يمكن", "probability": 0.837890625}, {"start": 3023.29, "end": 3023.49, "word": " كل", "probability": 0.381591796875}, {"start": 3023.49, "end": 3023.71, "word": " عشرة", "probability": 0.7654622395833334}, {"start": 3023.71, "end": 3024.11, "word": " سنين", "probability": 0.9654947916666666}, {"start": 3024.11, "end": 3025.09, "word": " لكن", "probability": 0.84765625}, {"start": 3025.09, "end": 3026.17, "word": " الضرايب", "probability": 0.774755859375}, {"start": 3026.17, "end": 3026.29, "word": " و", "probability": 0.81689453125}, {"start": 3026.29, "end": 3026.75, "word": " الفواتير", "probability": 0.94970703125}, {"start": 3026.75, "end": 3026.91, "word": " و", "probability": 0.9912109375}, {"start": 3026.91, "end": 3027.25, "word": " الأجار", "probability": 0.8142903645833334}, {"start": 3027.25, "end": 3027.47, "word": " و", "probability": 0.923828125}, {"start": 3027.47, "end": 3027.77, "word": " الواضح", "probability": 0.499755859375}, {"start": 3027.77, "end": 3028.03, "word": " كل", "probability": 0.619140625}, {"start": 3028.03, "end": 3028.33, "word": " شهر", "probability": 0.9973958333333334}, {"start": 3028.33, "end": 3029.03, "word": " بيدفعها", "probability": 0.769873046875}, {"start": 3029.03, "end": 3029.79, "word": " ان", "probability": 0.401611328125}, {"start": 3029.79, "end": 3029.93, "word": " وان", "probability": 0.439697265625}, {"start": 3029.93, "end": 3030.45, "word": " بيدفعها", "probability": 0.9208984375}, {"start": 3030.45, "end": 3030.65, "word": " من", "probability": 0.9677734375}, {"start": 3030.65, "end": 3031.43, "word": " إيراداتي", "probability": 0.754296875}, {"start": 3031.43, "end": 3031.87, "word": " هذا", "probability": 0.765625}, {"start": 3031.87, "end": 3032.19, "word": " مخليف", "probability": 0.5870361328125}, {"start": 3032.19, "end": 3032.29, "word": " عن", "probability": 0.86474609375}, {"start": 3032.29, "end": 3032.45, "word": " هذا", "probability": 0.4716796875}, {"start": 3032.45, "end": 3032.67, "word": " يعني", "probability": 0.43768310546875}, {"start": 3032.67, "end": 3033.29, "word": " واضح؟", "probability": 0.83642578125}, {"start": 3033.29, "end": 3033.57, "word": " إذا", "probability": 0.56689453125}, {"start": 3033.57, "end": 3034.71, "word": " سبب", "probability": 0.9640299479166666}], "temperature": 1.0}, {"id": 119, "seek": 306383, "start": 3036.53, "end": 3063.83, "text": "نجاح المهستسات تبقى بيبح مؤسسة نفسها الخاصة طبعا أربعة منهم ميجوا الأرباح من الإيرادات تمام، واضحة، صح؟ اللي هي قائمة الأرباح والخسائر أو قائمة الدخل تمام، لإن تكلمنا عن وظائف الإدار المالية أو المالكة الويت تاني، مالية شخصية ومستوى شخص واحد وهي عمالة من ناجب أو عندهم نزوعة أدانة عدالة الحالة", "tokens": [1863, 7435, 39319, 9673, 3224, 14851, 3794, 9307, 6055, 3555, 4587, 7578, 4724, 1829, 3555, 5016, 3714, 33604, 3794, 3794, 3660, 8717, 36178, 11296, 33962, 33546, 3660, 23032, 3555, 3615, 995, 5551, 25513, 27884, 9154, 16095, 3714, 1829, 7435, 14407, 16247, 25513, 39319, 9154, 33688, 13546, 18513, 9307, 46811, 10943, 12399, 4032, 46958, 5016, 3660, 12399, 20328, 5016, 22807, 13672, 1829, 39896, 12174, 16373, 46007, 16247, 25513, 39319, 16070, 9778, 3794, 16373, 2288, 34051, 12174, 16373, 46007, 32748, 9778, 1211, 46811, 10943, 12399, 5296, 28814, 1863, 6055, 4117, 19528, 8315, 18871, 4032, 19913, 16373, 5172, 33688, 3215, 9640, 9673, 6027, 10632, 34051, 9673, 6027, 4117, 3660, 2423, 2407, 36081, 6055, 7649, 1829, 12399, 3714, 6027, 10632, 13412, 9778, 9381, 10632, 4032, 2304, 14851, 2407, 7578, 13412, 9778, 9381, 36764, 24401, 37037, 1829, 6225, 2304, 6027, 3660, 9154, 8717, 26108, 3555, 34051, 43242, 16095, 8717, 11622, 2407, 27884, 5551, 3215, 7649, 3660, 6225, 3215, 6027, 3660, 21542, 6027, 3660], "avg_logprob": -0.3537735987759236, "compression_ratio": 2.0694980694980694, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 3036.5299999999997, "end": 3037.29, "word": "نجاح", "probability": 0.9801432291666666}, {"start": 3037.29, "end": 3038.05, "word": " المهستسات", "probability": 0.85947265625}, {"start": 3038.05, "end": 3039.27, "word": " تبقى", "probability": 0.646820068359375}, {"start": 3039.27, "end": 3039.65, "word": " بيبح", "probability": 0.5513916015625}, {"start": 3039.65, "end": 3042.03, "word": " مؤسسة", "probability": 0.88955078125}, {"start": 3042.03, "end": 3042.27, "word": " نفسها", "probability": 0.606689453125}, {"start": 3042.27, "end": 3042.63, "word": " الخاصة", "probability": 0.9842122395833334}, {"start": 3042.63, "end": 3042.89, "word": " طبعا", "probability": 0.960693359375}, {"start": 3042.89, "end": 3043.77, "word": " أربعة", "probability": 0.76416015625}, {"start": 3043.77, "end": 3044.07, "word": " منهم", "probability": 0.959228515625}, {"start": 3044.07, "end": 3044.25, "word": " ميجوا", "probability": 0.5048828125}, {"start": 3044.25, "end": 3044.75, "word": " الأرباح", "probability": 0.8486328125}, {"start": 3044.75, "end": 3044.97, "word": " من", "probability": 0.94873046875}, {"start": 3044.97, "end": 3045.61, "word": " الإيرادات", "probability": 0.66619873046875}, {"start": 3045.61, "end": 3046.71, "word": " تمام،", "probability": 0.5017496744791666}, {"start": 3046.71, "end": 3047.07, "word": " واضحة،", "probability": 0.80927734375}, {"start": 3047.07, "end": 3047.37, "word": " صح؟", "probability": 0.9524739583333334}, {"start": 3047.37, "end": 3047.47, "word": " اللي", "probability": 0.9296875}, {"start": 3047.47, "end": 3047.61, "word": " هي", "probability": 0.8642578125}, {"start": 3047.61, "end": 3048.05, "word": " قائمة", "probability": 0.8997395833333334}, {"start": 3048.05, "end": 3048.65, "word": " الأرباح", "probability": 0.9505208333333334}, {"start": 3048.65, "end": 3049.17, "word": " والخسائر", "probability": 0.8365234375}, {"start": 3049.17, "end": 3049.31, "word": " أو", "probability": 0.285400390625}, {"start": 3049.31, "end": 3049.59, "word": " قائمة", "probability": 0.9637044270833334}, {"start": 3049.59, "end": 3050.03, "word": " الدخل", "probability": 0.8499348958333334}, {"start": 3050.03, "end": 3052.41, "word": " تمام،", "probability": 0.9519856770833334}, {"start": 3052.41, "end": 3052.61, "word": " لإن", "probability": 0.7030436197916666}, {"start": 3052.61, "end": 3052.97, "word": " تكلمنا", "probability": 0.7542724609375}, {"start": 3052.97, "end": 3053.11, "word": " عن", "probability": 0.48486328125}, {"start": 3053.11, "end": 3053.53, "word": " وظائف", "probability": 0.81317138671875}, {"start": 3053.53, "end": 3053.81, "word": " الإدار", "probability": 0.9612630208333334}, {"start": 3053.81, "end": 3054.27, "word": " المالية", "probability": 0.8963216145833334}, {"start": 3054.27, "end": 3054.67, "word": " أو", "probability": 0.81982421875}, {"start": 3054.67, "end": 3055.93, "word": " المالكة", "probability": 0.6666259765625}, {"start": 3055.93, "end": 3056.63, "word": " الويت", "probability": 0.226318359375}, {"start": 3056.63, "end": 3057.29, "word": " تاني،", "probability": 0.5748291015625}, {"start": 3057.29, "end": 3057.55, "word": " مالية", "probability": 0.8707682291666666}, {"start": 3057.55, "end": 3057.95, "word": " شخصية", "probability": 0.989501953125}, {"start": 3057.95, "end": 3058.31, "word": " ومستوى", "probability": 0.7432373046875}, {"start": 3058.31, "end": 3058.61, "word": " شخص", "probability": 0.96337890625}, {"start": 3058.61, "end": 3058.89, "word": " واحد", "probability": 0.589111328125}, {"start": 3058.89, "end": 3059.17, "word": " وهي", "probability": 0.70263671875}, {"start": 3059.17, "end": 3059.47, "word": " عمالة", "probability": 0.8270263671875}, {"start": 3059.47, "end": 3059.59, "word": " من", "probability": 0.2259521484375}, {"start": 3059.59, "end": 3060.09, "word": " ناجب", "probability": 0.6636555989583334}, {"start": 3060.09, "end": 3060.81, "word": " أو", "probability": 0.94873046875}, {"start": 3060.81, "end": 3061.11, "word": " عندهم", "probability": 0.789794921875}, {"start": 3061.11, "end": 3061.49, "word": " نزوعة", "probability": 0.65838623046875}, {"start": 3061.49, "end": 3062.31, "word": " أدانة", "probability": 0.61419677734375}, {"start": 3062.31, "end": 3063.19, "word": " عدالة", "probability": 0.6575927734375}, {"start": 3063.19, "end": 3063.83, "word": " الحالة", "probability": 0.6023763020833334}], "temperature": 1.0}, {"id": 120, "seek": 309340, "start": 3064.18, "end": 3093.4, "text": "الإيراد تبعها أو شباب ناجد حاجة بسيطة يعني ماشي مصروفك و اتخارك انت ماتر مؤتبك الفيل شكل كيف الصدافة فيهم اشي بتشتري اشي بتاخد بني زي هي كده إدار المالية عامة هذا علم مستقل بدلا من إدارة الأعمال هذا بتبع علم السياسة اللي هي المالية العامة موازنة الدولة موازنة الدولة إيراد ومصاريف إيرادات الدولة درائب أو رسوم أو جرمان أو حسب", "tokens": [6027, 28814, 13546, 18513, 6055, 3555, 3615, 11296, 34051, 13412, 3555, 16758, 8717, 26108, 3215, 11331, 26108, 3660, 4724, 3794, 1829, 9566, 3660, 37495, 22653, 3714, 33599, 1829, 3714, 9381, 32887, 5172, 4117, 4032, 1975, 2655, 9778, 9640, 4117, 16472, 2655, 3714, 9307, 2288, 3714, 33604, 2655, 3555, 4117, 27188, 26895, 13412, 28820, 9122, 33911, 31767, 28259, 5172, 3660, 8978, 16095, 1975, 8592, 1829, 39894, 8592, 2655, 16572, 1975, 8592, 1829, 39894, 47283, 3215, 4724, 22653, 30767, 1829, 39896, 9122, 3215, 3224, 11933, 3215, 9640, 9673, 6027, 10632, 6225, 10943, 3660, 23758, 11203, 2304, 3714, 14851, 4587, 1211, 47525, 15040, 9154, 11933, 3215, 9640, 3660, 16247, 25957, 6027, 23758, 39894, 3555, 3615, 11203, 2304, 21136, 25528, 3794, 3660, 13672, 1829, 39896, 9673, 6027, 10632, 18863, 10943, 3660, 3714, 2407, 31377, 1863, 3660, 32748, 12610, 3660, 3714, 2407, 31377, 1863, 3660, 32748, 12610, 3660, 11933, 13546, 18513, 4032, 2304, 9381, 9640, 33911, 11933, 13546, 18513, 9307, 32748, 12610, 3660, 11778, 2288, 16373, 3555, 34051, 12602, 3794, 20498, 34051, 10874, 2288, 2304, 7649, 34051, 11331, 35457], "avg_logprob": -0.21482142806053162, "compression_ratio": 2.1454545454545455, "no_speech_prob": 8.52346420288086e-06, "words": [{"start": 3064.18, "end": 3064.76, "word": "الإيراد", "probability": 0.870849609375}, {"start": 3064.76, "end": 3065.3, "word": " تبعها", "probability": 0.9664306640625}, {"start": 3065.3, "end": 3065.92, "word": " أو", "probability": 0.6748046875}, {"start": 3065.92, "end": 3066.3, "word": " شباب", "probability": 0.7044270833333334}, {"start": 3066.3, "end": 3066.82, "word": " ناجد", "probability": 0.6014811197916666}, {"start": 3066.82, "end": 3067.22, "word": " حاجة", "probability": 0.8513997395833334}, {"start": 3067.22, "end": 3067.68, "word": " بسيطة", "probability": 0.990234375}, {"start": 3067.68, "end": 3067.84, "word": " يعني", "probability": 0.85107421875}, {"start": 3067.84, "end": 3068.34, "word": " ماشي", "probability": 0.8680013020833334}, {"start": 3068.34, "end": 3069.44, "word": " مصروفك", "probability": 0.884814453125}, {"start": 3069.44, "end": 3069.6, "word": " و", "probability": 0.9384765625}, {"start": 3069.6, "end": 3070.22, "word": " اتخارك", "probability": 0.737646484375}, {"start": 3070.22, "end": 3070.5, "word": " انت", "probability": 0.709716796875}, {"start": 3070.5, "end": 3070.82, "word": " ماتر", "probability": 0.5091145833333334}, {"start": 3070.82, "end": 3071.34, "word": " مؤتبك", "probability": 0.789599609375}, {"start": 3071.34, "end": 3071.68, "word": " الفيل", "probability": 0.53857421875}, {"start": 3071.68, "end": 3072.1, "word": " شكل", "probability": 0.621826171875}, {"start": 3072.1, "end": 3072.6, "word": " كيف", "probability": 0.866455078125}, {"start": 3072.6, "end": 3073.12, "word": " الصدافة", "probability": 0.74285888671875}, {"start": 3073.12, "end": 3073.5, "word": " فيهم", "probability": 0.967529296875}, {"start": 3073.5, "end": 3074.94, "word": " اشي", "probability": 0.7271321614583334}, {"start": 3074.94, "end": 3075.38, "word": " بتشتري", "probability": 0.75}, {"start": 3075.38, "end": 3075.58, "word": " اشي", "probability": 0.8780924479166666}, {"start": 3075.58, "end": 3075.98, "word": " بتاخد", "probability": 0.7937825520833334}, {"start": 3075.98, "end": 3076.22, "word": " بني", "probability": 0.5032958984375}, {"start": 3076.22, "end": 3076.42, "word": " زي", "probability": 0.934326171875}, {"start": 3076.42, "end": 3076.58, "word": " هي", "probability": 0.1817626953125}, {"start": 3076.58, "end": 3077.38, "word": " كده", "probability": 0.7548828125}, {"start": 3077.38, "end": 3078.28, "word": " إدار", "probability": 0.92431640625}, {"start": 3078.28, "end": 3078.7, "word": " المالية", "probability": 0.9537760416666666}, {"start": 3078.7, "end": 3079.06, "word": " عامة", "probability": 0.7159830729166666}, {"start": 3079.06, "end": 3079.28, "word": " هذا", "probability": 0.6240234375}, {"start": 3079.28, "end": 3079.54, "word": " علم", "probability": 0.76171875}, {"start": 3079.54, "end": 3080.04, "word": " مستقل", "probability": 0.9425048828125}, {"start": 3080.04, "end": 3080.34, "word": " بدلا", "probability": 0.47509765625}, {"start": 3080.34, "end": 3080.5, "word": " من", "probability": 0.55810546875}, {"start": 3080.5, "end": 3080.88, "word": " إدارة", "probability": 0.95849609375}, {"start": 3080.88, "end": 3081.38, "word": " الأعمال", "probability": 0.9334309895833334}, {"start": 3081.38, "end": 3081.62, "word": " هذا", "probability": 0.7470703125}, {"start": 3081.62, "end": 3081.92, "word": " بتبع", "probability": 0.6650390625}, {"start": 3081.92, "end": 3082.1, "word": " علم", "probability": 0.974365234375}, {"start": 3082.1, "end": 3083.12, "word": " السياسة", "probability": 0.9737548828125}, {"start": 3083.12, "end": 3083.42, "word": " اللي", "probability": 0.927734375}, {"start": 3083.42, "end": 3083.54, "word": " هي", "probability": 0.88037109375}, {"start": 3083.54, "end": 3083.84, "word": " المالية", "probability": 0.9952799479166666}, {"start": 3083.84, "end": 3085.02, "word": " العامة", "probability": 0.9973958333333334}, {"start": 3085.02, "end": 3086.38, "word": " موازنة", "probability": 0.88662109375}, {"start": 3086.38, "end": 3087.02, "word": " الدولة", "probability": 0.9889322916666666}, {"start": 3087.02, "end": 3087.6, "word": " موازنة", "probability": 0.90966796875}, {"start": 3087.6, "end": 3088.0, "word": " الدولة", "probability": 0.9931640625}, {"start": 3088.0, "end": 3088.46, "word": " إيراد", "probability": 0.9611002604166666}, {"start": 3088.46, "end": 3089.1, "word": " ومصاريف", "probability": 0.91025390625}, {"start": 3089.1, "end": 3089.64, "word": " إيرادات", "probability": 0.97607421875}, {"start": 3089.64, "end": 3090.12, "word": " الدولة", "probability": 0.9952799479166666}, {"start": 3090.12, "end": 3090.74, "word": " درائب", "probability": 0.73065185546875}, {"start": 3090.74, "end": 3091.66, "word": " أو", "probability": 0.7265625}, {"start": 3091.66, "end": 3092.16, "word": " رسوم", "probability": 0.9816080729166666}, {"start": 3092.16, "end": 3092.38, "word": " أو", "probability": 0.90478515625}, {"start": 3092.38, "end": 3092.84, "word": " جرمان", "probability": 0.8062744140625}, {"start": 3092.84, "end": 3093.0, "word": " أو", "probability": 0.82666015625}, {"start": 3093.0, "end": 3093.4, "word": " حسب", "probability": 0.91015625}], "temperature": 1.0}, {"id": 121, "seek": 312301, "start": 3094.25, "end": 3123.01, "text": "ماشي، بينما مصاريفها اللي هي تصل إلى البنية التحتية للدولة ومن ضمنها رواتب موظفي القطاع العام، تيجي من الضريبة، بعد كده قلنا هنا، إذا كانت الإيراد المصاريف كتساوية، ماعش حال، إذا الإيراد أكبر من المصاريف خلائط، كويس، إذا الإيراد أقل من المصاريف عاجز، هنا مشكلة، المعنية الخاصة اللي هي موالية المؤسسات اللي إحنا بندرسها في درد الأعمال، ماشي، عندنا إيرادهم بيجي من الدبيعات", "tokens": [2304, 33599, 1829, 12399, 49374, 15042, 3714, 9381, 9640, 33911, 11296, 13672, 1829, 39896, 6055, 36520, 30731, 29739, 1863, 10632, 16712, 33753, 10632, 24976, 3215, 12610, 3660, 4032, 27842, 48812, 27842, 11296, 12602, 2407, 9307, 3555, 3714, 2407, 19913, 41185, 25062, 9566, 45761, 18863, 10943, 12399, 6055, 1829, 7435, 1829, 9154, 6024, 114, 16572, 49401, 12399, 39182, 9122, 3215, 3224, 12174, 1211, 8315, 34105, 12399, 11933, 15730, 25961, 2655, 33688, 13546, 18513, 9673, 9381, 9640, 33911, 9122, 2655, 3794, 995, 2407, 10632, 12399, 19446, 3615, 8592, 11331, 6027, 12399, 11933, 15730, 33688, 13546, 18513, 5551, 4117, 26890, 9154, 9673, 9381, 9640, 33911, 16490, 1211, 16373, 9566, 12399, 9122, 45865, 3794, 12399, 11933, 15730, 33688, 13546, 18513, 5551, 4587, 1211, 9154, 9673, 9381, 9640, 33911, 6225, 26108, 11622, 12399, 34105, 37893, 28820, 3660, 12399, 9673, 3615, 1863, 10632, 33962, 33546, 3660, 13672, 1829, 39896, 3714, 2407, 6027, 10632, 9673, 33604, 3794, 3794, 9307, 13672, 1829, 11933, 5016, 8315, 4724, 41260, 2288, 3794, 11296, 8978, 11778, 2288, 3215, 16247, 25957, 6027, 12399, 3714, 33599, 1829, 12399, 43242, 8315, 11933, 13546, 18513, 16095, 4724, 1829, 7435, 1829, 9154, 32748, 21292, 3615, 9307], "avg_logprob": -0.21348684296796197, "compression_ratio": 2.2442244224422443, "no_speech_prob": 1.1265277862548828e-05, "words": [{"start": 3094.25, "end": 3095.05, "word": "ماشي،", "probability": 0.75982666015625}, {"start": 3095.05, "end": 3095.45, "word": " بينما", "probability": 0.9599609375}, {"start": 3095.45, "end": 3096.07, "word": " مصاريفها", "probability": 0.9716796875}, {"start": 3096.07, "end": 3096.19, "word": " اللي", "probability": 0.879150390625}, {"start": 3096.19, "end": 3096.45, "word": " هي", "probability": 0.8515625}, {"start": 3096.45, "end": 3096.87, "word": " تصل", "probability": 0.91552734375}, {"start": 3096.87, "end": 3096.99, "word": " إلى", "probability": 0.19384765625}, {"start": 3096.99, "end": 3097.39, "word": " البنية", "probability": 0.6621907552083334}, {"start": 3097.39, "end": 3097.85, "word": " التحتية", "probability": 0.8478190104166666}, {"start": 3097.85, "end": 3098.59, "word": " للدولة", "probability": 0.9449462890625}, {"start": 3098.59, "end": 3099.17, "word": " ومن", "probability": 0.8779296875}, {"start": 3099.17, "end": 3099.81, "word": " ضمنها", "probability": 0.9954427083333334}, {"start": 3099.81, "end": 3100.45, "word": " رواتب", "probability": 0.7838134765625}, {"start": 3100.45, "end": 3100.99, "word": " موظفي", "probability": 0.856689453125}, {"start": 3100.99, "end": 3101.53, "word": " القطاع", "probability": 0.9713541666666666}, {"start": 3101.53, "end": 3102.19, "word": " العام،", "probability": 0.8069661458333334}, {"start": 3102.19, "end": 3102.45, "word": " تيجي", "probability": 0.826171875}, {"start": 3102.45, "end": 3102.59, "word": " من", "probability": 0.99365234375}, {"start": 3102.59, "end": 3104.13, "word": " الضريبة،", "probability": 0.533642578125}, {"start": 3104.13, "end": 3104.25, "word": " بعد", "probability": 0.94384765625}, {"start": 3104.25, "end": 3104.65, "word": " كده", "probability": 0.986328125}, {"start": 3104.65, "end": 3105.05, "word": " قلنا", "probability": 0.75341796875}, {"start": 3105.05, "end": 3105.43, "word": " هنا،", "probability": 0.705322265625}, {"start": 3105.43, "end": 3105.55, "word": " إذا", "probability": 0.946044921875}, {"start": 3105.55, "end": 3105.93, "word": " كانت", "probability": 0.91064453125}, {"start": 3105.93, "end": 3106.13, "word": " الإيراد", "probability": 0.8268229166666666}, {"start": 3106.13, "end": 3106.63, "word": " المصاريف", "probability": 0.76702880859375}, {"start": 3106.63, "end": 3107.91, "word": " كتساوية،", "probability": 0.8382393973214286}, {"start": 3107.91, "end": 3108.13, "word": " ماعش", "probability": 0.59814453125}, {"start": 3108.13, "end": 3108.91, "word": " حال،", "probability": 0.7296549479166666}, {"start": 3108.91, "end": 3109.11, "word": " إذا", "probability": 0.985595703125}, {"start": 3109.11, "end": 3109.51, "word": " الإيراد", "probability": 0.9733072916666666}, {"start": 3109.51, "end": 3109.85, "word": " أكبر", "probability": 0.98828125}, {"start": 3109.85, "end": 3109.97, "word": " من", "probability": 0.94189453125}, {"start": 3109.97, "end": 3110.35, "word": " المصاريف", "probability": 0.946044921875}, {"start": 3110.35, "end": 3111.15, "word": " خلائط،", "probability": 0.704296875}, {"start": 3111.15, "end": 3112.09, "word": " كويس،", "probability": 0.9404296875}, {"start": 3112.09, "end": 3112.31, "word": " إذا", "probability": 0.981201171875}, {"start": 3112.31, "end": 3112.71, "word": " الإيراد", "probability": 0.9866536458333334}, {"start": 3112.71, "end": 3113.05, "word": " أقل", "probability": 0.97705078125}, {"start": 3113.05, "end": 3113.23, "word": " من", "probability": 0.99072265625}, {"start": 3113.23, "end": 3113.87, "word": " المصاريف", "probability": 0.9859619140625}, {"start": 3113.87, "end": 3114.23, "word": " عاجز،", "probability": 0.8509521484375}, {"start": 3114.23, "end": 3114.41, "word": " هنا", "probability": 0.8583984375}, {"start": 3114.41, "end": 3115.79, "word": " مشكلة،", "probability": 0.93701171875}, {"start": 3115.79, "end": 3116.25, "word": " المعنية", "probability": 0.788330078125}, {"start": 3116.25, "end": 3116.79, "word": " الخاصة", "probability": 0.9869791666666666}, {"start": 3116.79, "end": 3116.87, "word": " اللي", "probability": 0.6181640625}, {"start": 3116.87, "end": 3116.97, "word": " هي", "probability": 0.927734375}, {"start": 3116.97, "end": 3117.43, "word": " موالية", "probability": 0.7611083984375}, {"start": 3117.43, "end": 3118.09, "word": " المؤسسات", "probability": 0.99501953125}, {"start": 3118.09, "end": 3118.23, "word": " اللي", "probability": 0.960693359375}, {"start": 3118.23, "end": 3118.45, "word": " إحنا", "probability": 0.8201497395833334}, {"start": 3118.45, "end": 3119.13, "word": " بندرسها", "probability": 0.8082275390625}, {"start": 3119.13, "end": 3119.31, "word": " في", "probability": 0.82470703125}, {"start": 3119.31, "end": 3119.53, "word": " درد", "probability": 0.697998046875}, {"start": 3119.53, "end": 3120.23, "word": " الأعمال،", "probability": 0.740234375}, {"start": 3120.23, "end": 3121.11, "word": " ماشي،", "probability": 0.78106689453125}, {"start": 3121.11, "end": 3121.45, "word": " عندنا", "probability": 0.792236328125}, {"start": 3121.45, "end": 3121.93, "word": " إيرادهم", "probability": 0.988525390625}, {"start": 3121.93, "end": 3122.21, "word": " بيجي", "probability": 0.93310546875}, {"start": 3122.21, "end": 3122.33, "word": " من", "probability": 0.99169921875}, {"start": 3122.33, "end": 3123.01, "word": " الدبيعات", "probability": 0.778594970703125}], "temperature": 1.0}, {"id": 122, "seek": 314925, "start": 3123.27, "end": 3149.25, "text": "ومصاريفهم بيسددوا المبيع .. مصاريف من القيادة بصير عيناش، ربح أو خسر، اتحضرين طيب، هنتكلم الآن عن وظائف الإدار المالية وانتوا اللي عيدة يا أخواتك؟ معاكم، تلاتين ثانية تفكروا بوظائف الإدار المالية من شخص اسملكم، ما هي وظائف الإدار المالية خلال الكلام حكيت وظائف الإدار المالية، ده أسمع منكم", "tokens": [2407, 2304, 9381, 9640, 33911, 16095, 4724, 1829, 3794, 3215, 3215, 14407, 9673, 21292, 3615, 4386, 3714, 9381, 9640, 33911, 9154, 25062, 1829, 18513, 3660, 4724, 9381, 13546, 6225, 1829, 8315, 8592, 12399, 12602, 49628, 34051, 16490, 3794, 2288, 12399, 1975, 2655, 5016, 11242, 2288, 9957, 23032, 1829, 3555, 12399, 8032, 29399, 4117, 19528, 6024, 48506, 18871, 4032, 19913, 16373, 5172, 33688, 3215, 9640, 9673, 6027, 10632, 4032, 7649, 2655, 14407, 13672, 1829, 6225, 25708, 3660, 35186, 5551, 9778, 2407, 9307, 4117, 22807, 20449, 995, 24793, 12399, 6055, 1211, 9307, 9957, 38637, 7649, 10632, 6055, 5172, 37983, 14407, 4724, 2407, 19913, 16373, 5172, 33688, 3215, 9640, 9673, 6027, 10632, 9154, 13412, 9778, 9381, 24525, 2304, 23275, 2304, 12399, 19446, 39896, 4032, 19913, 16373, 5172, 33688, 3215, 9640, 9673, 6027, 10632, 16490, 1211, 6027, 2423, 28820, 10943, 11331, 4117, 36081, 4032, 19913, 16373, 5172, 33688, 3215, 9640, 9673, 6027, 10632, 12399, 11778, 3224, 5551, 38251, 3615, 9154, 24793], "avg_logprob": -0.23200158897457243, "compression_ratio": 2.2564102564102564, "no_speech_prob": 1.0788440704345703e-05, "words": [{"start": 3123.27, "end": 3124.23, "word": "ومصاريفهم", "probability": 0.7646077473958334}, {"start": 3124.23, "end": 3124.93, "word": " بيسددوا", "probability": 0.836669921875}, {"start": 3124.93, "end": 3125.73, "word": " المبيع", "probability": 0.6842447916666666}, {"start": 3125.73, "end": 3125.77, "word": " ..", "probability": 0.8037109375}, {"start": 3125.77, "end": 3126.49, "word": " مصاريف", "probability": 0.8499755859375}, {"start": 3126.49, "end": 3126.67, "word": " من", "probability": 0.5751953125}, {"start": 3126.67, "end": 3127.07, "word": " القيادة", "probability": 0.6929931640625}, {"start": 3127.07, "end": 3127.35, "word": " بصير", "probability": 0.8466796875}, {"start": 3127.35, "end": 3128.35, "word": " عيناش،", "probability": 0.593603515625}, {"start": 3128.35, "end": 3128.63, "word": " ربح", "probability": 0.925537109375}, {"start": 3128.63, "end": 3128.93, "word": " أو", "probability": 0.82763671875}, {"start": 3128.93, "end": 3129.81, "word": " خسر،", "probability": 0.7745361328125}, {"start": 3129.81, "end": 3130.35, "word": " اتحضرين", "probability": 0.5734659830729166}, {"start": 3130.35, "end": 3133.39, "word": " طيب،", "probability": 0.7972412109375}, {"start": 3133.39, "end": 3133.93, "word": " هنتكلم", "probability": 0.961669921875}, {"start": 3133.93, "end": 3134.17, "word": " الآن", "probability": 0.63427734375}, {"start": 3134.17, "end": 3134.33, "word": " عن", "probability": 0.99560546875}, {"start": 3134.33, "end": 3134.65, "word": " وظائف", "probability": 0.9732666015625}, {"start": 3134.65, "end": 3134.93, "word": " الإدار", "probability": 0.9744466145833334}, {"start": 3134.93, "end": 3135.43, "word": " المالية", "probability": 0.96728515625}, {"start": 3135.43, "end": 3136.33, "word": " وانتوا", "probability": 0.6766357421875}, {"start": 3136.33, "end": 3136.41, "word": " اللي", "probability": 0.7353515625}, {"start": 3136.41, "end": 3136.67, "word": " عيدة", "probability": 0.5624593098958334}, {"start": 3136.67, "end": 3136.73, "word": " يا", "probability": 0.99267578125}, {"start": 3136.73, "end": 3137.35, "word": " أخواتك؟", "probability": 0.7420247395833334}, {"start": 3137.35, "end": 3137.95, "word": " معاكم،", "probability": 0.852783203125}, {"start": 3137.95, "end": 3138.35, "word": " تلاتين", "probability": 0.9176025390625}, {"start": 3138.35, "end": 3138.73, "word": " ثانية", "probability": 0.99560546875}, {"start": 3138.73, "end": 3139.19, "word": " تفكروا", "probability": 0.9071044921875}, {"start": 3139.19, "end": 3139.55, "word": " بوظائف", "probability": 0.93212890625}, {"start": 3139.55, "end": 3139.83, "word": " الإدار", "probability": 0.9899088541666666}, {"start": 3139.83, "end": 3141.05, "word": " المالية", "probability": 0.9967447916666666}, {"start": 3141.05, "end": 3141.93, "word": " من", "probability": 0.73291015625}, {"start": 3141.93, "end": 3142.21, "word": " شخص", "probability": 0.7414957682291666}, {"start": 3142.21, "end": 3143.57, "word": " اسملكم،", "probability": 0.70966796875}, {"start": 3143.57, "end": 3144.25, "word": " ما", "probability": 0.88427734375}, {"start": 3144.25, "end": 3144.51, "word": " هي", "probability": 0.80224609375}, {"start": 3144.51, "end": 3145.03, "word": " وظائف", "probability": 0.998291015625}, {"start": 3145.03, "end": 3145.41, "word": " الإدار", "probability": 0.9899088541666666}, {"start": 3145.41, "end": 3145.91, "word": " المالية", "probability": 0.9744466145833334}, {"start": 3145.91, "end": 3146.35, "word": " خلال", "probability": 0.9054361979166666}, {"start": 3146.35, "end": 3146.73, "word": " الكلام", "probability": 0.9537760416666666}, {"start": 3146.73, "end": 3147.13, "word": " حكيت", "probability": 0.9171549479166666}, {"start": 3147.13, "end": 3147.47, "word": " وظائف", "probability": 0.9124755859375}, {"start": 3147.47, "end": 3147.71, "word": " الإدار", "probability": 0.9918619791666666}, {"start": 3147.71, "end": 3148.61, "word": " المالية،", "probability": 0.93212890625}, {"start": 3148.61, "end": 3148.75, "word": " ده", "probability": 0.94091796875}, {"start": 3148.75, "end": 3148.93, "word": " أسمع", "probability": 0.5595703125}, {"start": 3148.93, "end": 3149.25, "word": " منكم", "probability": 0.930908203125}], "temperature": 1.0}, {"id": 123, "seek": 318544, "start": 3161.06, "end": 3185.44, "text": "كله هتحكيه صح كل ما له علاقة بداية الأموال هيكون صح ماتقلقوش يعني بس احنا هنلخصهم خمس أو ست نقطة مين يحكي ليه وظيفة وموظفة في الإدارة المالية تمام، هيك بتثبت يلّا أخلونا نعم", "tokens": [28820, 3224, 8032, 2655, 5016, 4117, 1829, 3224, 20328, 5016, 28242, 19446, 46740, 11203, 995, 28671, 4724, 28259, 10632, 16247, 2304, 2407, 6027, 39896, 30544, 20328, 5016, 3714, 9307, 4587, 1211, 4587, 2407, 8592, 37495, 22653, 4724, 3794, 1975, 5016, 8315, 8032, 1863, 1211, 9778, 9381, 16095, 16490, 2304, 3794, 34051, 8608, 2655, 8717, 47432, 3660, 3714, 9957, 7251, 5016, 4117, 1829, 32239, 3224, 4032, 19913, 33911, 3660, 4032, 2304, 2407, 19913, 5172, 3660, 8978, 33688, 3215, 9640, 3660, 9673, 6027, 10632, 46811, 10943, 12399, 39896, 4117, 39894, 12984, 3555, 2655, 7251, 1211, 11703, 995, 5551, 9778, 1211, 2407, 8315, 8717, 25957], "avg_logprob": -0.24863472204763912, "compression_ratio": 1.691891891891892, "no_speech_prob": 9.357929229736328e-06, "words": [{"start": 3161.06, "end": 3161.36, "word": "كله", "probability": 0.539093017578125}, {"start": 3161.36, "end": 3161.72, "word": " هتحكيه", "probability": 0.8013102213541666}, {"start": 3161.72, "end": 3162.02, "word": " صح", "probability": 0.9765625}, {"start": 3162.02, "end": 3163.04, "word": " كل", "probability": 0.71142578125}, {"start": 3163.04, "end": 3163.18, "word": " ما", "probability": 0.90185546875}, {"start": 3163.18, "end": 3163.36, "word": " له", "probability": 0.98095703125}, {"start": 3163.36, "end": 3163.72, "word": " علاقة", "probability": 0.9454752604166666}, {"start": 3163.72, "end": 3163.98, "word": " بداية", "probability": 0.6143391927083334}, {"start": 3163.98, "end": 3164.48, "word": " الأموال", "probability": 0.980712890625}, {"start": 3164.48, "end": 3165.36, "word": " هيكون", "probability": 0.806884765625}, {"start": 3165.36, "end": 3165.58, "word": " صح", "probability": 0.997314453125}, {"start": 3165.58, "end": 3166.14, "word": " ماتقلقوش", "probability": 0.8399832589285714}, {"start": 3166.14, "end": 3166.36, "word": " يعني", "probability": 0.838134765625}, {"start": 3166.36, "end": 3166.54, "word": " بس", "probability": 0.93701171875}, {"start": 3166.54, "end": 3166.66, "word": " احنا", "probability": 0.7578938802083334}, {"start": 3166.66, "end": 3167.28, "word": " هنلخصهم", "probability": 0.8828938802083334}, {"start": 3167.28, "end": 3167.9, "word": " خمس", "probability": 0.8351236979166666}, {"start": 3167.9, "end": 3168.02, "word": " أو", "probability": 0.748046875}, {"start": 3168.02, "end": 3168.16, "word": " ست", "probability": 0.919189453125}, {"start": 3168.16, "end": 3168.82, "word": " نقطة", "probability": 0.7774251302083334}, {"start": 3168.82, "end": 3169.66, "word": " مين", "probability": 0.93115234375}, {"start": 3169.66, "end": 3169.92, "word": " يحكي", "probability": 0.97802734375}, {"start": 3169.92, "end": 3170.08, "word": " ليه", "probability": 0.8115234375}, {"start": 3170.08, "end": 3170.38, "word": " وظيفة", "probability": 0.9932861328125}, {"start": 3170.38, "end": 3170.76, "word": " وموظفة", "probability": 0.6678059895833334}, {"start": 3170.76, "end": 3170.86, "word": " في", "probability": 0.5517578125}, {"start": 3170.86, "end": 3171.06, "word": " الإدارة", "probability": 0.8834228515625}, {"start": 3171.06, "end": 3171.42, "word": " المالية", "probability": 0.99169921875}, {"start": 3171.42, "end": 3180.26, "word": " تمام،", "probability": 0.6439615885416666}, {"start": 3180.26, "end": 3180.46, "word": " هيك", "probability": 0.9560546875}, {"start": 3180.46, "end": 3181.62, "word": " بتثبت", "probability": 0.8843994140625}, {"start": 3181.62, "end": 3183.5, "word": " يلّا", "probability": 0.7557373046875}, {"start": 3183.5, "end": 3184.0, "word": " أخلونا", "probability": 0.5519775390625}, {"start": 3184.0, "end": 3185.44, "word": " نعم", "probability": 0.7174072265625}], "temperature": 1.0}, {"id": 124, "seek": 321331, "start": 3187.11, "end": 3213.31, "text": "أه، بدي يعني أسخر كافة السبول لإني أضائف أرباح المؤسسة أو أحقق أرباح المؤسسة تاخد الفرارات المالية فيما يتعلق بالاستثمار بالضبط، مش في تلات قرارات متعلقة بالإدارة المالية أنا بدي أتخذها، من كمان؟ الـ … صحيح، تازا، أحسنتي، من كمان؟ تبحث عن طرق أو وسائل تصل على التمويل التمويل ولا الـ …؟", "tokens": [10721, 3224, 12399, 4724, 16254, 37495, 22653, 5551, 3794, 34740, 9122, 31845, 3660, 21136, 3555, 12610, 5296, 28814, 22653, 5551, 11242, 16373, 5172, 5551, 25513, 39319, 9673, 33604, 3794, 3794, 3660, 34051, 5551, 5016, 4587, 4587, 5551, 25513, 39319, 9673, 33604, 3794, 3794, 3660, 6055, 47283, 3215, 27188, 2288, 9640, 9307, 9673, 6027, 10632, 8978, 15042, 7251, 2655, 30241, 4587, 20666, 995, 14851, 12984, 2304, 9640, 20666, 11242, 3555, 9566, 12399, 37893, 8978, 6055, 1211, 9307, 12174, 2288, 9640, 9307, 44650, 30241, 28671, 20666, 28814, 3215, 9640, 3660, 9673, 6027, 10632, 41850, 4724, 16254, 5551, 2655, 9778, 8848, 11296, 12399, 9154, 9122, 2304, 7649, 22807, 2423, 39184, 5799, 20328, 5016, 1829, 5016, 12399, 6055, 31377, 995, 12399, 5551, 5016, 3794, 29399, 1829, 12399, 9154, 9122, 2304, 7649, 22807, 6055, 49628, 12984, 18871, 23032, 2288, 4587, 34051, 46952, 16373, 1211, 6055, 36520, 15844, 16712, 2304, 2407, 26895, 16712, 2304, 2407, 26895, 49429, 2423, 39184, 5799, 22807], "avg_logprob": -0.24238782624403635, "compression_ratio": 2.0115384615384615, "no_speech_prob": 2.086162567138672e-06, "words": [{"start": 3187.11, "end": 3187.47, "word": "أه،", "probability": 0.7643229166666666}, {"start": 3187.47, "end": 3187.79, "word": " بدي", "probability": 0.87451171875}, {"start": 3187.79, "end": 3188.49, "word": " يعني", "probability": 0.94189453125}, {"start": 3188.49, "end": 3189.71, "word": " أسخر", "probability": 0.9451497395833334}, {"start": 3189.71, "end": 3190.07, "word": " كافة", "probability": 0.9703776041666666}, {"start": 3190.07, "end": 3190.41, "word": " السبول", "probability": 0.6720377604166666}, {"start": 3190.41, "end": 3190.93, "word": " لإني", "probability": 0.7897135416666666}, {"start": 3190.93, "end": 3191.69, "word": " أضائف", "probability": 0.83984375}, {"start": 3191.69, "end": 3192.11, "word": " أرباح", "probability": 0.9767252604166666}, {"start": 3192.11, "end": 3192.59, "word": " المؤسسة", "probability": 0.99091796875}, {"start": 3192.59, "end": 3192.67, "word": " أو", "probability": 0.921875}, {"start": 3192.67, "end": 3192.97, "word": " أحقق", "probability": 0.8660888671875}, {"start": 3192.97, "end": 3193.15, "word": " أرباح", "probability": 0.9884440104166666}, {"start": 3193.15, "end": 3193.63, "word": " المؤسسة", "probability": 0.9986328125}, {"start": 3193.63, "end": 3194.03, "word": " تاخد", "probability": 0.6256510416666666}, {"start": 3194.03, "end": 3194.63, "word": " الفرارات", "probability": 0.839599609375}, {"start": 3194.63, "end": 3195.09, "word": " المالية", "probability": 0.9842122395833334}, {"start": 3195.09, "end": 3195.33, "word": " فيما", "probability": 0.538330078125}, {"start": 3195.33, "end": 3195.75, "word": " يتعلق", "probability": 0.9522705078125}, {"start": 3195.75, "end": 3196.99, "word": " بالاستثمار", "probability": 0.70452880859375}, {"start": 3196.99, "end": 3197.59, "word": " بالضبط،", "probability": 0.86201171875}, {"start": 3197.59, "end": 3197.71, "word": " مش", "probability": 0.67236328125}, {"start": 3197.71, "end": 3197.83, "word": " في", "probability": 0.8974609375}, {"start": 3197.83, "end": 3198.01, "word": " تلات", "probability": 0.7892252604166666}, {"start": 3198.01, "end": 3198.31, "word": " قرارات", "probability": 0.9462890625}, {"start": 3198.31, "end": 3198.63, "word": " متعلقة", "probability": 0.935546875}, {"start": 3198.63, "end": 3198.95, "word": " بالإدارة", "probability": 0.85546875}, {"start": 3198.95, "end": 3199.41, "word": " المالية", "probability": 0.9954427083333334}, {"start": 3199.41, "end": 3200.33, "word": " أنا", "probability": 0.82568359375}, {"start": 3200.33, "end": 3200.53, "word": " بدي", "probability": 0.8935546875}, {"start": 3200.53, "end": 3201.47, "word": " أتخذها،", "probability": 0.8151041666666666}, {"start": 3201.47, "end": 3201.55, "word": " من", "probability": 0.771484375}, {"start": 3201.55, "end": 3202.35, "word": " كمان؟", "probability": 0.9442138671875}, {"start": 3202.35, "end": 3202.51, "word": " الـ", "probability": 0.3585205078125}, {"start": 3202.51, "end": 3202.69, "word": " …", "probability": 0.07769775390625}, {"start": 3202.69, "end": 3205.51, "word": " صحيح،", "probability": 0.813330078125}, {"start": 3205.51, "end": 3205.83, "word": " تازا،", "probability": 0.61260986328125}, {"start": 3205.83, "end": 3206.63, "word": " أحسنتي،", "probability": 0.8056640625}, {"start": 3206.63, "end": 3206.75, "word": " من", "probability": 0.99755859375}, {"start": 3206.75, "end": 3208.35, "word": " كمان؟", "probability": 0.994384765625}, {"start": 3208.35, "end": 3209.09, "word": " تبحث", "probability": 0.5535888671875}, {"start": 3209.09, "end": 3209.33, "word": " عن", "probability": 0.95947265625}, {"start": 3209.33, "end": 3210.41, "word": " طرق", "probability": 0.8282877604166666}, {"start": 3210.41, "end": 3210.55, "word": " أو", "probability": 0.98681640625}, {"start": 3210.55, "end": 3210.91, "word": " وسائل", "probability": 0.9329427083333334}, {"start": 3210.91, "end": 3211.27, "word": " تصل", "probability": 0.805419921875}, {"start": 3211.27, "end": 3211.43, "word": " على", "probability": 0.62060546875}, {"start": 3211.43, "end": 3211.91, "word": " التمويل", "probability": 0.8209228515625}, {"start": 3211.91, "end": 3212.29, "word": " التمويل", "probability": 0.7489013671875}, {"start": 3212.29, "end": 3212.45, "word": " ولا", "probability": 0.72998046875}, {"start": 3212.45, "end": 3212.67, "word": " الـ", "probability": 0.6221923828125}, {"start": 3212.67, "end": 3213.31, "word": " …؟", "probability": 0.5516357421875}], "temperature": 1.0}, {"id": 125, "seek": 324186, "start": 3213.4, "end": 3241.86, "text": "صحيح تخطيط من كمان يعطيني كمان تمويل واستثمار تمويل واستثمار نسمح لقيتها سميرة تحكيلنا إياها يلا يا سميرة تحليل المالي واحدة واحدة اه تحليل المالي تمام تخطيط المالي تمام إدارة هيكل الأحوال تمام من المقصد فيها للشركات والمداولة إدارة الهيكل المالي تمام من مصاد التمويل تنصيق مع الإدارات الأخرى تدافع مع الأسواق المالية", "tokens": [9381, 5016, 1829, 5016, 6055, 9778, 9566, 1829, 9566, 9154, 9122, 2304, 7649, 37495, 9566, 9957, 1829, 9122, 2304, 7649, 6055, 2304, 2407, 26895, 36764, 14851, 12984, 2304, 9640, 6055, 2304, 2407, 26895, 36764, 14851, 12984, 2304, 9640, 8717, 38251, 5016, 5296, 4587, 36081, 11296, 8608, 2304, 48923, 6055, 5016, 4117, 26895, 8315, 11933, 25528, 11296, 7251, 15040, 35186, 8608, 2304, 48923, 6055, 5016, 20292, 1211, 9673, 6027, 1829, 36764, 24401, 3660, 36764, 24401, 3660, 1975, 3224, 6055, 5016, 20292, 1211, 9673, 6027, 1829, 46811, 10943, 6055, 9778, 9566, 1829, 9566, 9673, 6027, 1829, 46811, 10943, 11933, 3215, 9640, 3660, 39896, 28820, 16247, 5016, 2407, 6027, 46811, 10943, 9154, 9673, 4587, 9381, 3215, 8978, 11296, 24976, 8592, 31747, 9307, 16070, 2304, 3215, 995, 12610, 3660, 11933, 3215, 9640, 3660, 2423, 3224, 1829, 28820, 9673, 6027, 1829, 46811, 10943, 9154, 3714, 9381, 18513, 16712, 2304, 2407, 26895, 6055, 1863, 9381, 1829, 4587, 20449, 33688, 3215, 9640, 9307, 16247, 34740, 7578, 6055, 28259, 5172, 3615, 20449, 16247, 3794, 14407, 4587, 9673, 6027, 10632], "avg_logprob": -0.21093749532172845, "compression_ratio": 2.4661016949152543, "no_speech_prob": 5.900859832763672e-06, "words": [{"start": 3213.4, "end": 3213.94, "word": "صحيح", "probability": 0.9691162109375}, {"start": 3213.94, "end": 3214.68, "word": " تخطيط", "probability": 0.91142578125}, {"start": 3214.68, "end": 3215.28, "word": " من", "probability": 0.340576171875}, {"start": 3215.28, "end": 3215.5, "word": " كمان", "probability": 0.9055989583333334}, {"start": 3215.5, "end": 3215.9, "word": " يعطيني", "probability": 0.78564453125}, {"start": 3215.9, "end": 3216.4, "word": " كمان", "probability": 0.9759114583333334}, {"start": 3216.4, "end": 3217.16, "word": " تمويل", "probability": 0.800048828125}, {"start": 3217.16, "end": 3217.86, "word": " واستثمار", "probability": 0.927734375}, {"start": 3217.86, "end": 3218.8, "word": " تمويل", "probability": 0.72021484375}, {"start": 3218.8, "end": 3219.38, "word": " واستثمار", "probability": 0.96630859375}, {"start": 3219.38, "end": 3220.12, "word": " نسمح", "probability": 0.4775797526041667}, {"start": 3220.12, "end": 3220.36, "word": " لقيتها", "probability": 0.661163330078125}, {"start": 3220.36, "end": 3220.6, "word": " سميرة", "probability": 0.7298177083333334}, {"start": 3220.6, "end": 3221.02, "word": " تحكيلنا", "probability": 0.92080078125}, {"start": 3221.02, "end": 3221.58, "word": " إياها", "probability": 0.7848307291666666}, {"start": 3221.58, "end": 3222.72, "word": " يلا", "probability": 0.7509765625}, {"start": 3222.72, "end": 3222.86, "word": " يا", "probability": 0.966796875}, {"start": 3222.86, "end": 3223.1, "word": " سميرة", "probability": 0.962890625}, {"start": 3223.1, "end": 3224.04, "word": " تحليل", "probability": 0.9398193359375}, {"start": 3224.04, "end": 3224.6, "word": " المالي", "probability": 0.8876953125}, {"start": 3224.6, "end": 3225.28, "word": " واحدة", "probability": 0.9212239583333334}, {"start": 3225.28, "end": 3225.52, "word": " واحدة", "probability": 0.9588216145833334}, {"start": 3225.52, "end": 3225.7, "word": " اه", "probability": 0.52191162109375}, {"start": 3225.7, "end": 3226.22, "word": " تحليل", "probability": 0.9456787109375}, {"start": 3226.22, "end": 3226.52, "word": " المالي", "probability": 0.9864908854166666}, {"start": 3226.52, "end": 3226.9, "word": " تمام", "probability": 0.95166015625}, {"start": 3226.9, "end": 3228.08, "word": " تخطيط", "probability": 0.94453125}, {"start": 3228.08, "end": 3228.58, "word": " المالي", "probability": 0.9957682291666666}, {"start": 3228.58, "end": 3229.38, "word": " تمام", "probability": 0.9697265625}, {"start": 3229.38, "end": 3229.86, "word": " إدارة", "probability": 0.9390869140625}, {"start": 3229.86, "end": 3230.16, "word": " هيكل", "probability": 0.908447265625}, {"start": 3230.16, "end": 3230.84, "word": " الأحوال", "probability": 0.591094970703125}, {"start": 3230.84, "end": 3231.44, "word": " تمام", "probability": 0.982666015625}, {"start": 3231.44, "end": 3231.56, "word": " من", "probability": 0.0911865234375}, {"start": 3231.56, "end": 3231.98, "word": " المقصد", "probability": 0.8359375}, {"start": 3231.98, "end": 3232.16, "word": " فيها", "probability": 0.936767578125}, {"start": 3232.16, "end": 3232.76, "word": " للشركات", "probability": 0.6094970703125}, {"start": 3232.76, "end": 3233.6, "word": " والمداولة", "probability": 0.71240234375}, {"start": 3233.6, "end": 3234.9, "word": " إدارة", "probability": 0.937255859375}, {"start": 3234.9, "end": 3235.24, "word": " الهيكل", "probability": 0.9114990234375}, {"start": 3235.24, "end": 3235.68, "word": " المالي", "probability": 0.9879557291666666}, {"start": 3235.68, "end": 3236.0, "word": " تمام", "probability": 0.98681640625}, {"start": 3236.0, "end": 3236.1, "word": " من", "probability": 0.474609375}, {"start": 3236.1, "end": 3236.58, "word": " مصاد", "probability": 0.77392578125}, {"start": 3236.58, "end": 3237.14, "word": " التمويل", "probability": 0.8250732421875}, {"start": 3237.14, "end": 3238.42, "word": " تنصيق", "probability": 0.66318359375}, {"start": 3238.42, "end": 3238.56, "word": " مع", "probability": 0.994140625}, {"start": 3238.56, "end": 3239.02, "word": " الإدارات", "probability": 0.994140625}, {"start": 3239.02, "end": 3240.38, "word": " الأخرى", "probability": 0.98291015625}, {"start": 3240.38, "end": 3240.96, "word": " تدافع", "probability": 0.8778076171875}, {"start": 3240.96, "end": 3241.14, "word": " مع", "probability": 0.9921875}, {"start": 3241.14, "end": 3241.5, "word": " الأسواق", "probability": 0.9810791015625}, {"start": 3241.5, "end": 3241.86, "word": " المالية", "probability": 0.9847005208333334}], "temperature": 1.0}, {"id": 126, "seek": 325628, "start": 3243.24, "end": 3256.28, "text": "أه دي كتير مهمة على فكرة كلهم مهمين طيب هيبدأ ال video خلال ما هو بتكلم ممكن أوقف ممكن أخلي أكمل في إيش عملته هنا نبدأ بسم الله", "tokens": [10721, 3224, 11778, 1829, 9122, 2655, 13546, 3714, 16095, 3660, 15844, 6156, 4117, 25720, 28242, 16095, 3714, 16095, 9957, 23032, 1829, 3555, 39896, 44510, 10721, 2423, 960, 16490, 1211, 6027, 19446, 31439, 39894, 4117, 19528, 3714, 43020, 5551, 30543, 5172, 3714, 43020, 5551, 9778, 20292, 5551, 24793, 1211, 8978, 11933, 1829, 8592, 6225, 42213, 47395, 34105, 8717, 44510, 10721, 4724, 38251, 21984], "avg_logprob": -0.21006944207918077, "compression_ratio": 1.5310344827586206, "no_speech_prob": 0.00010639429092407227, "words": [{"start": 3243.24, "end": 3243.46, "word": "أه", "probability": 0.5919189453125}, {"start": 3243.46, "end": 3243.62, "word": " دي", "probability": 0.729248046875}, {"start": 3243.62, "end": 3243.8, "word": " كتير", "probability": 0.9036458333333334}, {"start": 3243.8, "end": 3244.08, "word": " مهمة", "probability": 0.9938151041666666}, {"start": 3244.08, "end": 3244.12, "word": " على", "probability": 0.58740234375}, {"start": 3244.12, "end": 3244.38, "word": " فكرة", "probability": 0.978515625}, {"start": 3244.38, "end": 3246.1, "word": " كلهم", "probability": 0.834716796875}, {"start": 3246.1, "end": 3246.6, "word": " مهمين", "probability": 0.9402669270833334}, {"start": 3246.6, "end": 3247.38, "word": " طيب", "probability": 0.76171875}, {"start": 3247.38, "end": 3248.42, "word": " هيبدأ", "probability": 0.7571614583333334}, {"start": 3248.42, "end": 3248.48, "word": " ال", "probability": 0.71484375}, {"start": 3248.48, "end": 3248.8, "word": " video", "probability": 0.78173828125}, {"start": 3248.8, "end": 3249.26, "word": " خلال", "probability": 0.8937174479166666}, {"start": 3249.26, "end": 3249.38, "word": " ما", "probability": 0.9775390625}, {"start": 3249.38, "end": 3249.52, "word": " هو", "probability": 0.986328125}, {"start": 3249.52, "end": 3249.94, "word": " بتكلم", "probability": 0.8455403645833334}, {"start": 3249.94, "end": 3250.28, "word": " ممكن", "probability": 0.809814453125}, {"start": 3250.28, "end": 3250.72, "word": " أوقف", "probability": 0.8416341145833334}, {"start": 3250.72, "end": 3250.92, "word": " ممكن", "probability": 0.88720703125}, {"start": 3250.92, "end": 3251.42, "word": " أخلي", "probability": 0.9230143229166666}, {"start": 3251.42, "end": 3252.1, "word": " أكمل", "probability": 0.75}, {"start": 3252.1, "end": 3252.62, "word": " في", "probability": 0.51708984375}, {"start": 3252.62, "end": 3252.76, "word": " إيش", "probability": 0.7054850260416666}, {"start": 3252.76, "end": 3253.04, "word": " عملته", "probability": 0.912109375}, {"start": 3253.04, "end": 3253.74, "word": " هنا", "probability": 0.990234375}, {"start": 3253.74, "end": 3255.88, "word": " نبدأ", "probability": 0.8694661458333334}, {"start": 3255.88, "end": 3256.08, "word": " بسم", "probability": 0.944580078125}, {"start": 3256.08, "end": 3256.28, "word": " الله", "probability": 0.9814453125}], "temperature": 1.0}, {"id": 127, "seek": 328821, "start": 3259.99, "end": 3288.21, "text": "هيتكلملي عن إدار المالية بشكل عام القصة التالتة هو عبارة عن قصة رمزية بتدور أحلافها في مدينة بابل القديمة قصة بتتكلم عن شخص اسمه ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر ماركاتر ماركات", "tokens": [3224, 36081, 4117, 19528, 20292, 18871, 11933, 3215, 9640, 9673, 6027, 10632, 4724, 8592, 28820, 6225, 10943, 25062, 9381, 3660, 16712, 6027, 2655, 3660, 31439, 6225, 3555, 9640, 3660, 18871, 12174, 9381, 3660, 12602, 2304, 11622, 10632, 39894, 3215, 13063, 5551, 5016, 15040, 5172, 11296, 8978, 3714, 3215, 9957, 3660, 4724, 16758, 1211, 25062, 16254, 46007, 12174, 9381, 3660, 39894, 2655, 4117, 19528, 18871, 13412, 9778, 9381, 24525, 2304, 3224, 3714, 9640, 4117, 9307, 2288, 3714, 9640, 4117, 9307, 2288, 3714, 9640, 4117, 9307, 2288, 3714, 9640, 4117, 9307, 2288, 3714, 9640, 4117, 9307, 2288, 3714, 9640, 4117, 9307, 2288, 3714, 9640, 4117, 9307, 2288, 3714, 9640, 4117, 9307, 2288, 3714, 9640, 4117, 9307, 2288, 3714, 9640, 4117, 9307, 2288, 3714, 9640, 4117, 9307, 2288, 3714, 9640, 4117, 9307, 2288, 3714, 9640, 4117, 9307, 2288, 3714, 9640, 4117, 9307, 2288, 3714, 9640, 4117, 9307, 2288, 3714, 9640, 4117, 9307, 2288, 3714, 9640, 4117, 9307, 2288, 3714, 9640, 4117, 9307, 2288, 3714, 9640, 4117, 9307, 2288, 3714, 9640, 4117, 9307, 2288, 3714, 9640, 4117, 9307, 2288, 3714, 9640, 4117, 9307, 2288, 3714, 9640, 4117, 9307, 2288, 3714, 9640, 4117, 9307, 2288, 3714, 9640, 4117, 9307, 2288, 3714, 9640, 4117, 9307, 2288, 3714, 9640, 4117, 9307, 2288, 3714, 9640, 4117, 9307, 2288, 3714, 9640, 4117, 9307, 2288, 3714, 9640, 4117, 9307, 2288, 3714, 9640, 4117, 9307], "avg_logprob": -0.12319444550408257, "compression_ratio": 4.578947368421052, "no_speech_prob": 7.3909759521484375e-06, "words": [{"start": 3259.99, "end": 3260.75, "word": "هيتكلملي", "probability": 0.896875}, {"start": 3260.75, "end": 3260.93, "word": " عن", "probability": 0.990234375}, {"start": 3260.93, "end": 3261.17, "word": " إدار", "probability": 0.9440104166666666}, {"start": 3261.17, "end": 3261.91, "word": " المالية", "probability": 0.8878580729166666}, {"start": 3261.91, "end": 3262.13, "word": " بشكل", "probability": 0.9650065104166666}, {"start": 3262.13, "end": 3262.21, "word": " عام", "probability": 0.9951171875}, {"start": 3262.21, "end": 3262.23, "word": " القصة", "probability": 0.6312255859375}, {"start": 3262.23, "end": 3262.23, "word": " التالتة", "probability": 0.6162109375}, {"start": 3262.23, "end": 3262.23, "word": " هو", "probability": 0.72021484375}, {"start": 3262.23, "end": 3262.49, "word": " عبارة", "probability": 0.9169921875}, {"start": 3262.49, "end": 3262.61, "word": " عن", "probability": 0.9921875}, {"start": 3262.61, "end": 3262.95, "word": " قصة", "probability": 0.9939778645833334}, {"start": 3262.95, "end": 3263.43, "word": " رمزية", "probability": 0.9874267578125}, {"start": 3263.43, "end": 3263.83, "word": " بتدور", "probability": 0.7802734375}, {"start": 3263.83, "end": 3264.39, "word": " أحلافها", "probability": 0.827880859375}, {"start": 3264.39, "end": 3264.57, "word": " في", "probability": 0.9482421875}, {"start": 3264.57, "end": 3265.11, "word": " مدينة", "probability": 0.987060546875}, {"start": 3265.11, "end": 3265.47, "word": " بابل", "probability": 0.8148600260416666}, {"start": 3265.47, "end": 3266.05, "word": " القديمة", "probability": 0.8082682291666666}, {"start": 3266.05, "end": 3266.59, "word": " قصة", "probability": 0.8190104166666666}, {"start": 3266.59, "end": 3267.01, "word": " بتتكلم", "probability": 0.8743896484375}, {"start": 3267.01, "end": 3267.21, "word": " عن", "probability": 0.97265625}, {"start": 3267.21, "end": 3267.65, "word": " شخص", "probability": 0.94287109375}, {"start": 3267.65, "end": 3267.91, "word": " اسمه", "probability": 0.6920572916666666}, {"start": 3267.91, "end": 3268.67, "word": " ماركاتر", "probability": 0.5580078125}, {"start": 3268.67, "end": 3269.49, "word": " ماركاتر", "probability": 0.886083984375}, {"start": 3269.49, "end": 3269.95, "word": " ماركاتر", "probability": 0.8065185546875}, {"start": 3269.95, "end": 3270.13, "word": " ماركاتر", "probability": 0.7946533203125}, {"start": 3270.13, "end": 3270.37, "word": " ماركاتر", "probability": 0.82607421875}, {"start": 3270.37, "end": 3270.73, "word": " ماركاتر", "probability": 0.855126953125}, {"start": 3270.73, "end": 3270.73, "word": " ماركاتر", "probability": 0.90205078125}, {"start": 3270.73, "end": 3270.73, "word": " ماركاتر", "probability": 0.94052734375}, {"start": 3270.73, "end": 3270.73, "word": " ماركاتر", "probability": 0.960546875}, {"start": 3270.73, "end": 3271.37, "word": " ماركاتر", "probability": 0.971875}, {"start": 3271.37, "end": 3271.37, "word": " ماركاتر", "probability": 0.977734375}, {"start": 3271.37, "end": 3271.37, "word": " ماركاتر", "probability": 0.98017578125}, {"start": 3271.37, "end": 3271.37, "word": " ماركاتر", "probability": 0.9818359375}, {"start": 3271.37, "end": 3271.37, "word": " ماركاتر", "probability": 0.98271484375}, {"start": 3271.37, "end": 3271.37, "word": " ماركاتر", "probability": 0.9830078125}, {"start": 3271.37, "end": 3271.37, "word": " ماركاتر", "probability": 0.9830078125}, {"start": 3271.37, "end": 3271.37, "word": " ماركاتر", "probability": 0.9828125}, {"start": 3271.37, "end": 3271.37, "word": " ماركاتر", "probability": 0.98232421875}, {"start": 3271.37, "end": 3271.37, "word": " ماركاتر", "probability": 0.98203125}, {"start": 3271.37, "end": 3271.59, "word": " ماركاتر", "probability": 0.98154296875}, {"start": 3271.59, "end": 3271.61, "word": " ماركاتر", "probability": 0.98154296875}, {"start": 3271.61, "end": 3271.61, "word": " ماركاتر", "probability": 0.9814453125}, {"start": 3271.61, "end": 3271.61, "word": " ماركاتر", "probability": 0.98154296875}, {"start": 3271.61, "end": 3271.61, "word": " ماركاتر", "probability": 0.9810546875}, {"start": 3271.61, "end": 3271.61, "word": " ماركاتر", "probability": 0.9814453125}, {"start": 3271.61, "end": 3271.61, "word": " ماركاتر", "probability": 0.9810546875}, {"start": 3271.61, "end": 3271.61, "word": " ماركاتر", "probability": 0.98125}, {"start": 3271.61, "end": 3271.61, "word": " ماركاتر", "probability": 0.981640625}, {"start": 3271.61, "end": 3274.37, "word": " ماركاتر", "probability": 0.98154296875}, {"start": 3274.37, "end": 3278.57, "word": " ماركاتر", "probability": 0.98203125}, {"start": 3278.57, "end": 3288.21, "word": " ماركات", "probability": 0.9755859375}], "temperature": 1.0}, {"id": 128, "seek": 331440, "start": 3288.24, "end": 3314.4, "text": "اللي بتاعة تروح؟ ماعرفش تروح تروح تروح متفرقة ولكن أهد القصة .. بس لاحظوا إيش حكاه قال بالأول اتعلم القواعد مظبوط يبقى هي .. نرجع تاني و نحكي الإدار المالي هي علم قبل ما تكون فن علم و بعدها فن تطبيقها للعلن العلم عبارة عن القواعد ماعرفش هي فن بعدين إيجا العلم المهم هو بس سبقتش سبقة العلم تفضل", "tokens": [6027, 20292, 39894, 995, 27884, 6055, 32887, 5016, 22807, 19446, 3615, 28480, 8592, 6055, 32887, 5016, 6055, 32887, 5016, 6055, 32887, 5016, 44650, 5172, 2288, 28671, 35525, 19452, 5551, 3224, 3215, 25062, 9381, 3660, 4386, 4724, 3794, 20193, 5016, 19913, 14407, 11933, 1829, 8592, 11331, 4117, 995, 3224, 50239, 20666, 10721, 12610, 1975, 2655, 3615, 19528, 25062, 14407, 22488, 3714, 19913, 3555, 2407, 9566, 7251, 3555, 4587, 7578, 39896, 4386, 8717, 47341, 3615, 6055, 7649, 1829, 4032, 8717, 5016, 4117, 1829, 33688, 3215, 9640, 9673, 6027, 1829, 39896, 11203, 2304, 12174, 36150, 19446, 6055, 30544, 6156, 1863, 11203, 2304, 4032, 39182, 11296, 6156, 1863, 6055, 9566, 21292, 4587, 11296, 24976, 30241, 1863, 18863, 19528, 6225, 3555, 9640, 3660, 18871, 25062, 14407, 22488, 19446, 3615, 28480, 8592, 39896, 6156, 1863, 39182, 9957, 11933, 1829, 7435, 995, 18863, 19528, 9673, 16095, 31439, 4724, 3794, 8608, 3555, 38149, 8592, 8608, 3555, 28671, 18863, 19528, 6055, 5172, 11242, 1211], "avg_logprob": -0.27063302122629607, "compression_ratio": 2.0153846153846153, "no_speech_prob": 9.417533874511719e-06, "words": [{"start": 3288.24, "end": 3288.56, "word": "اللي", "probability": 0.5233154296875}, {"start": 3288.56, "end": 3288.84, "word": " بتاعة", "probability": 0.6370442708333334}, {"start": 3288.84, "end": 3289.34, "word": " تروح؟", "probability": 0.45068359375}, {"start": 3289.34, "end": 3290.0, "word": " ماعرفش", "probability": 0.74639892578125}, {"start": 3290.0, "end": 3292.42, "word": " تروح", "probability": 0.6176350911458334}, {"start": 3292.42, "end": 3294.4, "word": " تروح", "probability": 0.8377278645833334}, {"start": 3294.4, "end": 3294.78, "word": " تروح", "probability": 0.7775065104166666}, {"start": 3294.78, "end": 3295.94, "word": " متفرقة", "probability": 0.6610107421875}, {"start": 3295.94, "end": 3296.6, "word": " ولكن", "probability": 0.7900390625}, {"start": 3296.6, "end": 3296.94, "word": " أهد", "probability": 0.71875}, {"start": 3296.94, "end": 3297.42, "word": " القصة", "probability": 0.9899088541666666}, {"start": 3297.42, "end": 3297.58, "word": " ..", "probability": 0.476318359375}, {"start": 3297.58, "end": 3297.74, "word": " بس", "probability": 0.877685546875}, {"start": 3297.74, "end": 3298.12, "word": " لاحظوا", "probability": 0.9190673828125}, {"start": 3298.12, "end": 3298.24, "word": " إيش", "probability": 0.85791015625}, {"start": 3298.24, "end": 3298.5, "word": " حكاه", "probability": 0.6817626953125}, {"start": 3298.5, "end": 3298.68, "word": " قال", "probability": 0.6552734375}, {"start": 3298.68, "end": 3298.96, "word": " بالأول", "probability": 0.8797200520833334}, {"start": 3298.96, "end": 3299.3, "word": " اتعلم", "probability": 0.8758544921875}, {"start": 3299.3, "end": 3299.9, "word": " القواعد", "probability": 0.974609375}, {"start": 3299.9, "end": 3300.62, "word": " مظبوط", "probability": 0.905859375}, {"start": 3300.62, "end": 3300.82, "word": " يبقى", "probability": 0.86651611328125}, {"start": 3300.82, "end": 3301.08, "word": " هي", "probability": 0.77099609375}, {"start": 3301.08, "end": 3301.68, "word": " ..", "probability": 0.5380859375}, {"start": 3301.68, "end": 3302.02, "word": " نرجع", "probability": 0.96142578125}, {"start": 3302.02, "end": 3302.2, "word": " تاني", "probability": 0.869140625}, {"start": 3302.2, "end": 3302.3, "word": " و", "probability": 0.247314453125}, {"start": 3302.3, "end": 3302.56, "word": " نحكي", "probability": 0.908447265625}, {"start": 3302.56, "end": 3302.84, "word": " الإدار", "probability": 0.96484375}, {"start": 3302.84, "end": 3303.2, "word": " المالي", "probability": 0.9734700520833334}, {"start": 3303.2, "end": 3303.38, "word": " هي", "probability": 0.344970703125}, {"start": 3303.38, "end": 3303.72, "word": " علم", "probability": 0.955322265625}, {"start": 3303.72, "end": 3304.44, "word": " قبل", "probability": 0.98291015625}, {"start": 3304.44, "end": 3304.56, "word": " ما", "probability": 0.9345703125}, {"start": 3304.56, "end": 3304.76, "word": " تكون", "probability": 0.928955078125}, {"start": 3304.76, "end": 3305.0, "word": " فن", "probability": 0.93798828125}, {"start": 3305.0, "end": 3305.38, "word": " علم", "probability": 0.93896484375}, {"start": 3305.38, "end": 3305.5, "word": " و", "probability": 0.7763671875}, {"start": 3305.5, "end": 3305.76, "word": " بعدها", "probability": 0.671875}, {"start": 3305.76, "end": 3305.98, "word": " فن", "probability": 0.980712890625}, {"start": 3305.98, "end": 3306.44, "word": " تطبيقها", "probability": 0.8861328125}, {"start": 3306.44, "end": 3307.48, "word": " للعلن", "probability": 0.5553385416666666}, {"start": 3307.48, "end": 3307.96, "word": " العلم", "probability": 0.70166015625}, {"start": 3307.96, "end": 3308.2, "word": " عبارة", "probability": 0.989013671875}, {"start": 3308.2, "end": 3308.32, "word": " عن", "probability": 0.98828125}, {"start": 3308.32, "end": 3308.64, "word": " القواعد", "probability": 0.9713541666666666}, {"start": 3308.64, "end": 3309.66, "word": " ماعرفش", "probability": 0.78759765625}, {"start": 3309.66, "end": 3309.92, "word": " هي", "probability": 0.85546875}, {"start": 3309.92, "end": 3310.36, "word": " فن", "probability": 0.996826171875}, {"start": 3310.36, "end": 3310.7, "word": " بعدين", "probability": 0.766357421875}, {"start": 3310.7, "end": 3310.96, "word": " إيجا", "probability": 0.7821044921875}, {"start": 3310.96, "end": 3311.32, "word": " العلم", "probability": 0.991455078125}, {"start": 3311.32, "end": 3311.98, "word": " المهم", "probability": 0.86962890625}, {"start": 3311.98, "end": 3312.14, "word": " هو", "probability": 0.623046875}, {"start": 3312.14, "end": 3312.34, "word": " بس", "probability": 0.56298828125}, {"start": 3312.34, "end": 3312.98, "word": " سبقتش", "probability": 0.7728271484375}, {"start": 3312.98, "end": 3313.38, "word": " سبقة", "probability": 0.9114583333333334}, {"start": 3313.38, "end": 3313.7, "word": " العلم", "probability": 0.99365234375}, {"start": 3313.7, "end": 3314.4, "word": " تفضل", "probability": 0.829833984375}], "temperature": 1.0}, {"id": 129, "seek": 334437, "start": 3316.73, "end": 3344.37, "text": "حب اللي كانوا فقرا جدا وكانوا نفسهم إنهم يوصلوا للنجاح المالي للحرية المالية الحاجة اللي وصلناها أركاني أغنى راجل في بابه وفي يوم من الأيام أنصير و كب يراحوا لأركان واطلجوا منه إنه يقولهم إيه القواعد اللي تساعدهم على بناء الفرق القواعد اللي خلته أغنى راجل في بابه بعد ما يخلص الفيديو هسألكم عن هذه القواعد تمام؟ حكولي عنها كمان", "tokens": [5016, 3555, 13672, 1829, 25961, 14407, 6156, 4587, 23557, 10874, 28259, 4032, 41361, 14407, 8717, 36178, 16095, 36145, 16095, 7251, 2407, 36520, 14407, 24976, 1863, 7435, 39319, 9673, 6027, 1829, 24976, 5016, 2288, 10632, 9673, 6027, 10632, 21542, 26108, 3660, 13672, 1829, 4032, 36520, 8315, 11296, 5551, 31747, 7649, 1829, 5551, 17082, 1863, 7578, 12602, 26108, 1211, 8978, 4724, 16758, 3224, 4032, 41185, 7251, 20498, 9154, 16247, 1829, 10943, 14739, 9381, 13546, 4032, 9122, 3555, 7251, 23557, 5016, 14407, 5296, 10721, 31747, 7649, 4032, 41193, 1211, 7435, 14407, 9154, 3224, 36145, 3224, 7251, 39648, 16095, 11933, 1829, 3224, 25062, 14407, 22488, 13672, 1829, 6055, 3794, 995, 22488, 16095, 15844, 44945, 16606, 27188, 2288, 4587, 25062, 14407, 22488, 13672, 1829, 16490, 1211, 47395, 5551, 17082, 1863, 7578, 12602, 26108, 1211, 8978, 4724, 16758, 3224, 39182, 19446, 7251, 9778, 1211, 9381, 27188, 1829, 16254, 2407, 8032, 3794, 10721, 23275, 2304, 18871, 29538, 25062, 14407, 22488, 46811, 10943, 22807, 11331, 4117, 12610, 1829, 18871, 11296, 9122, 2304, 7649], "avg_logprob": -0.14994352921304932, "compression_ratio": 2.2452830188679247, "no_speech_prob": 3.409385681152344e-05, "words": [{"start": 3316.73, "end": 3316.99, "word": "حب", "probability": 0.37347412109375}, {"start": 3316.99, "end": 3317.19, "word": " اللي", "probability": 0.853515625}, {"start": 3317.19, "end": 3317.57, "word": " كانوا", "probability": 0.98681640625}, {"start": 3317.57, "end": 3317.89, "word": " فقرا", "probability": 0.7479654947916666}, {"start": 3317.89, "end": 3318.25, "word": " جدا", "probability": 0.988525390625}, {"start": 3318.25, "end": 3318.93, "word": " وكانوا", "probability": 0.9441731770833334}, {"start": 3318.93, "end": 3319.37, "word": " نفسهم", "probability": 0.9925130208333334}, {"start": 3319.37, "end": 3319.77, "word": " إنهم", "probability": 0.6253662109375}, {"start": 3319.77, "end": 3320.35, "word": " يوصلوا", "probability": 0.970947265625}, {"start": 3320.35, "end": 3320.97, "word": " للنجاح", "probability": 0.95263671875}, {"start": 3320.97, "end": 3321.53, "word": " المالي", "probability": 0.9873046875}, {"start": 3321.53, "end": 3322.31, "word": " للحرية", "probability": 0.90234375}, {"start": 3322.31, "end": 3323.13, "word": " المالية", "probability": 0.9954427083333334}, {"start": 3323.13, "end": 3323.87, "word": " الحاجة", "probability": 0.9816080729166666}, {"start": 3323.87, "end": 3324.03, "word": " اللي", "probability": 0.902587890625}, {"start": 3324.03, "end": 3324.73, "word": " وصلناها", "probability": 0.83056640625}, {"start": 3324.73, "end": 3325.47, "word": " أركاني", "probability": 0.71990966796875}, {"start": 3325.47, "end": 3326.13, "word": " أغنى", "probability": 0.90234375}, {"start": 3326.13, "end": 3326.59, "word": " راجل", "probability": 0.8380533854166666}, {"start": 3326.59, "end": 3326.85, "word": " في", "probability": 0.9658203125}, {"start": 3326.85, "end": 3327.25, "word": " بابه", "probability": 0.96630859375}, {"start": 3327.25, "end": 3327.71, "word": " وفي", "probability": 0.89306640625}, {"start": 3327.71, "end": 3327.85, "word": " يوم", "probability": 0.862060546875}, {"start": 3327.85, "end": 3327.95, "word": " من", "probability": 0.9853515625}, {"start": 3327.95, "end": 3328.35, "word": " الأيام", "probability": 0.9778645833333334}, {"start": 3328.35, "end": 3328.95, "word": " أنصير", "probability": 0.8753255208333334}, {"start": 3328.95, "end": 3329.07, "word": " و", "probability": 0.82568359375}, {"start": 3329.07, "end": 3329.33, "word": " كب", "probability": 0.475341796875}, {"start": 3329.33, "end": 3329.77, "word": " يراحوا", "probability": 0.9454345703125}, {"start": 3329.77, "end": 3330.27, "word": " لأركان", "probability": 0.9478759765625}, {"start": 3330.27, "end": 3331.01, "word": " واطلجوا", "probability": 0.792919921875}, {"start": 3331.01, "end": 3331.35, "word": " منه", "probability": 0.988037109375}, {"start": 3331.35, "end": 3331.67, "word": " إنه", "probability": 0.802490234375}, {"start": 3331.67, "end": 3332.15, "word": " يقولهم", "probability": 0.9694010416666666}, {"start": 3332.15, "end": 3332.73, "word": " إيه", "probability": 0.859375}, {"start": 3332.73, "end": 3333.31, "word": " القواعد", "probability": 0.9816080729166666}, {"start": 3333.31, "end": 3333.53, "word": " اللي", "probability": 0.891357421875}, {"start": 3333.53, "end": 3334.11, "word": " تساعدهم", "probability": 0.856591796875}, {"start": 3334.11, "end": 3334.41, "word": " على", "probability": 0.94970703125}, {"start": 3334.41, "end": 3334.89, "word": " بناء", "probability": 0.990966796875}, {"start": 3334.89, "end": 3335.51, "word": " الفرق", "probability": 0.663330078125}, {"start": 3335.51, "end": 3336.21, "word": " القواعد", "probability": 0.9713541666666666}, {"start": 3336.21, "end": 3336.43, "word": " اللي", "probability": 0.988037109375}, {"start": 3336.43, "end": 3336.91, "word": " خلته", "probability": 0.9296875}, {"start": 3336.91, "end": 3337.77, "word": " أغنى", "probability": 0.9781494140625}, {"start": 3337.77, "end": 3338.39, "word": " راجل", "probability": 0.9951171875}, {"start": 3338.39, "end": 3338.67, "word": " في", "probability": 0.9912109375}, {"start": 3338.67, "end": 3339.35, "word": " بابه", "probability": 0.9894205729166666}, {"start": 3339.35, "end": 3340.35, "word": " بعد", "probability": 0.9296875}, {"start": 3340.35, "end": 3340.45, "word": " ما", "probability": 0.9423828125}, {"start": 3340.45, "end": 3340.73, "word": " يخلص", "probability": 0.98193359375}, {"start": 3340.73, "end": 3341.05, "word": " الفيديو", "probability": 0.871337890625}, {"start": 3341.05, "end": 3341.79, "word": " هسألكم", "probability": 0.96083984375}, {"start": 3341.79, "end": 3342.09, "word": " عن", "probability": 0.9892578125}, {"start": 3342.09, "end": 3342.23, "word": " هذه", "probability": 0.4892578125}, {"start": 3342.23, "end": 3342.71, "word": " القواعد", "probability": 0.9611002604166666}, {"start": 3342.71, "end": 3343.57, "word": " تمام؟", "probability": 0.695068359375}, {"start": 3343.57, "end": 3343.85, "word": " حكولي", "probability": 0.718994140625}, {"start": 3343.85, "end": 3344.09, "word": " عنها", "probability": 0.98681640625}, {"start": 3344.09, "end": 3344.37, "word": " كمان", "probability": 0.9905598958333334}], "temperature": 1.0}, {"id": 130, "seek": 337376, "start": 3346.94, "end": 3373.76, "text": "Pay yourself first يعني ادفع لنفسك أولا اركان بيلصح مصري وجوبي انهم يوفروا على أقل 10% من مرتبهم كل شهر كلنا بنعمل غلطة كبيرة جدا و هي اننا بندفع كل الفواتير و بعد كده نفكر ان احنا نحوش لنفسنا وبالتالي لو انت قعدت دائقة مالية او لو مرتبك مش مكفيه هتلاقي نفسك انك دايما مش قادر تحوش كل شهر حاول على أقل تحوش 10% شهريا", "tokens": [47, 320, 1803, 700, 37495, 22653, 1975, 3215, 5172, 3615, 5296, 1863, 36178, 4117, 5551, 12610, 995, 1975, 31747, 7649, 4724, 26895, 9381, 5016, 3714, 9381, 16572, 49610, 2407, 21292, 16472, 16095, 7251, 38688, 2288, 14407, 15844, 5551, 4587, 1211, 1266, 4, 9154, 3714, 43500, 3555, 16095, 28242, 13412, 3224, 2288, 28242, 8315, 44945, 25957, 1211, 32771, 1211, 9566, 3660, 9122, 3555, 48923, 10874, 28259, 4032, 39896, 16472, 8315, 44945, 3215, 5172, 3615, 28242, 27188, 2407, 9307, 13546, 4032, 39182, 9122, 3215, 3224, 8717, 5172, 37983, 16472, 1975, 5016, 8315, 8717, 5016, 2407, 8592, 5296, 1863, 36178, 8315, 46599, 6027, 2655, 6027, 1829, 45164, 16472, 2655, 12174, 22488, 2655, 11778, 16373, 28671, 3714, 6027, 10632, 1975, 2407, 45164, 3714, 43500, 3555, 4117, 37893, 3714, 4117, 41185, 3224, 8032, 2655, 15040, 38436, 8717, 36178, 4117, 16472, 4117, 11778, 47302, 15042, 37893, 12174, 18513, 2288, 6055, 5016, 2407, 8592, 28242, 13412, 3224, 2288, 11331, 995, 12610, 15844, 5551, 4587, 1211, 6055, 5016, 2407, 8592, 1266, 4, 13412, 3224, 2288, 25528], "avg_logprob": -0.1614275211413231, "compression_ratio": 1.826086956521739, "no_speech_prob": 0.0007610321044921875, "words": [{"start": 3346.94, "end": 3346.94, "word": "Pay", "probability": 0.394622802734375}, {"start": 3346.94, "end": 3347.12, "word": " yourself", "probability": 0.3349609375}, {"start": 3347.12, "end": 3347.74, "word": " first", "probability": 0.837890625}, {"start": 3347.74, "end": 3348.2, "word": " يعني", "probability": 0.795166015625}, {"start": 3348.2, "end": 3348.76, "word": " ادفع", "probability": 0.9652099609375}, {"start": 3348.76, "end": 3349.42, "word": " لنفسك", "probability": 0.98828125}, {"start": 3349.42, "end": 3349.98, "word": " أولا", "probability": 0.9052734375}, {"start": 3349.98, "end": 3350.68, "word": " اركان", "probability": 0.60302734375}, {"start": 3350.68, "end": 3351.12, "word": " بيلصح", "probability": 0.75750732421875}, {"start": 3351.12, "end": 3351.52, "word": " مصري", "probability": 0.7269694010416666}, {"start": 3351.52, "end": 3351.98, "word": " وجوبي", "probability": 0.63818359375}, {"start": 3351.98, "end": 3352.36, "word": " انهم", "probability": 0.698486328125}, {"start": 3352.36, "end": 3352.92, "word": " يوفروا", "probability": 0.9661865234375}, {"start": 3352.92, "end": 3353.08, "word": " على", "probability": 0.95947265625}, {"start": 3353.08, "end": 3353.44, "word": " أقل", "probability": 0.8312174479166666}, {"start": 3353.44, "end": 3354.2, "word": " 10", "probability": 0.75341796875}, {"start": 3354.2, "end": 3354.76, "word": "%", "probability": 0.970703125}, {"start": 3354.76, "end": 3354.98, "word": " من", "probability": 0.9912109375}, {"start": 3354.98, "end": 3355.6, "word": " مرتبهم", "probability": 0.93603515625}, {"start": 3355.6, "end": 3356.06, "word": " كل", "probability": 0.9443359375}, {"start": 3356.06, "end": 3356.4, "word": " شهر", "probability": 0.9951171875}, {"start": 3356.4, "end": 3357.08, "word": " كلنا", "probability": 0.915283203125}, {"start": 3357.08, "end": 3357.48, "word": " بنعمل", "probability": 0.9052734375}, {"start": 3357.48, "end": 3357.92, "word": " غلطة", "probability": 0.98046875}, {"start": 3357.92, "end": 3358.18, "word": " كبيرة", "probability": 0.98095703125}, {"start": 3358.18, "end": 3358.52, "word": " جدا", "probability": 0.993408203125}, {"start": 3358.52, "end": 3358.94, "word": " و", "probability": 0.5810546875}, {"start": 3358.94, "end": 3359.14, "word": " هي", "probability": 0.64404296875}, {"start": 3359.14, "end": 3359.5, "word": " اننا", "probability": 0.77587890625}, {"start": 3359.5, "end": 3359.94, "word": " بندفع", "probability": 0.930419921875}, {"start": 3359.94, "end": 3360.24, "word": " كل", "probability": 0.9716796875}, {"start": 3360.24, "end": 3360.84, "word": " الفواتير", "probability": 0.8651123046875}, {"start": 3360.84, "end": 3361.16, "word": " و", "probability": 0.69775390625}, {"start": 3361.16, "end": 3361.4, "word": " بعد", "probability": 0.95068359375}, {"start": 3361.4, "end": 3361.64, "word": " كده", "probability": 0.9318033854166666}, {"start": 3361.64, "end": 3362.14, "word": " نفكر", "probability": 0.9910481770833334}, {"start": 3362.14, "end": 3362.38, "word": " ان", "probability": 0.73388671875}, {"start": 3362.38, "end": 3362.62, "word": " احنا", "probability": 0.8883463541666666}, {"start": 3362.62, "end": 3363.14, "word": " نحوش", "probability": 0.93994140625}, {"start": 3363.14, "end": 3363.72, "word": " لنفسنا", "probability": 0.949951171875}, {"start": 3363.72, "end": 3364.52, "word": " وبالتالي", "probability": 0.9015625}, {"start": 3364.52, "end": 3364.7, "word": " لو", "probability": 0.87939453125}, {"start": 3364.7, "end": 3364.96, "word": " انت", "probability": 0.892333984375}, {"start": 3364.96, "end": 3365.26, "word": " قعدت", "probability": 0.7967936197916666}, {"start": 3365.26, "end": 3365.74, "word": " دائقة", "probability": 0.5713704427083334}, {"start": 3365.74, "end": 3366.2, "word": " مالية", "probability": 0.9879557291666666}, {"start": 3366.2, "end": 3366.4, "word": " او", "probability": 0.90673828125}, {"start": 3366.4, "end": 3366.54, "word": " لو", "probability": 0.9560546875}, {"start": 3366.54, "end": 3367.06, "word": " مرتبك", "probability": 0.952392578125}, {"start": 3367.06, "end": 3367.22, "word": " مش", "probability": 0.98779296875}, {"start": 3367.22, "end": 3367.9, "word": " مكفيه", "probability": 0.78436279296875}, {"start": 3367.9, "end": 3368.3, "word": " هتلاقي", "probability": 0.979736328125}, {"start": 3368.3, "end": 3368.72, "word": " نفسك", "probability": 0.9845377604166666}, {"start": 3368.72, "end": 3369.0, "word": " انك", "probability": 0.93408203125}, {"start": 3369.0, "end": 3369.34, "word": " دايما", "probability": 0.8429361979166666}, {"start": 3369.34, "end": 3369.56, "word": " مش", "probability": 0.98291015625}, {"start": 3369.56, "end": 3369.96, "word": " قادر", "probability": 0.9853515625}, {"start": 3369.96, "end": 3370.54, "word": " تحوش", "probability": 0.9935302734375}, {"start": 3370.54, "end": 3370.86, "word": " كل", "probability": 0.98193359375}, {"start": 3370.86, "end": 3371.22, "word": " شهر", "probability": 0.9986979166666666}, {"start": 3371.22, "end": 3371.68, "word": " حاول", "probability": 0.98876953125}, {"start": 3371.68, "end": 3371.86, "word": " على", "probability": 0.94873046875}, {"start": 3371.86, "end": 3372.02, "word": " أقل", "probability": 0.9049479166666666}, {"start": 3372.02, "end": 3372.5, "word": " تحوش", "probability": 0.9847412109375}, {"start": 3372.5, "end": 3372.8, "word": " 10", "probability": 0.88525390625}, {"start": 3372.8, "end": 3373.24, "word": "%", "probability": 0.9912109375}, {"start": 3373.24, "end": 3373.76, "word": " شهريا", "probability": 0.807861328125}], "temperature": 1.0}, {"id": 131, "seek": 339116, "start": 3378.72, "end": 3391.16, "text": "ممكن تروح البنك و تفتح حاجة بتسمى بال savings account أو حساب التوفير الحساب ده ممكن تظبطه مع البنك بحيث ان 10% من المرتبة يروحوا بشكل تلقائي لحساب بتاعك", "tokens": [2304, 43020, 6055, 32887, 5016, 29739, 1863, 4117, 4032, 6055, 5172, 2655, 5016, 11331, 26108, 3660, 39894, 38251, 7578, 20666, 13454, 2696, 34051, 11331, 3794, 16758, 16712, 38688, 13546, 21542, 3794, 16758, 11778, 3224, 3714, 43020, 6055, 19913, 3555, 9566, 3224, 20449, 29739, 1863, 4117, 4724, 5016, 1829, 12984, 16472, 1266, 4, 9154, 9673, 43500, 49401, 7251, 32887, 5016, 14407, 4724, 8592, 28820, 6055, 1211, 4587, 16373, 1829, 5296, 5016, 3794, 16758, 39894, 45761, 4117], "avg_logprob": -0.193153782502601, "compression_ratio": 1.5174418604651163, "no_speech_prob": 0.01050567626953125, "words": [{"start": 3378.72, "end": 3379.54, "word": "ممكن", "probability": 0.48040771484375}, {"start": 3379.54, "end": 3379.84, "word": " تروح", "probability": 0.7689615885416666}, {"start": 3379.84, "end": 3380.18, "word": " البنك", "probability": 0.7292073567708334}, {"start": 3380.18, "end": 3380.26, "word": " و", "probability": 0.744140625}, {"start": 3380.26, "end": 3380.6, "word": " تفتح", "probability": 0.9683837890625}, {"start": 3380.6, "end": 3380.88, "word": " حاجة", "probability": 0.9391276041666666}, {"start": 3380.88, "end": 3381.4, "word": " بتسمى", "probability": 0.6494140625}, {"start": 3381.4, "end": 3381.56, "word": " بال", "probability": 0.305908203125}, {"start": 3381.56, "end": 3381.98, "word": " savings", "probability": 0.54345703125}, {"start": 3381.98, "end": 3382.58, "word": " account", "probability": 0.95068359375}, {"start": 3382.58, "end": 3382.86, "word": " أو", "probability": 0.6904296875}, {"start": 3382.86, "end": 3383.42, "word": " حساب", "probability": 0.9920247395833334}, {"start": 3383.42, "end": 3384.06, "word": " التوفير", "probability": 0.9622395833333334}, {"start": 3384.06, "end": 3384.64, "word": " الحساب", "probability": 0.9376627604166666}, {"start": 3384.64, "end": 3384.78, "word": " ده", "probability": 0.91015625}, {"start": 3384.78, "end": 3385.0, "word": " ممكن", "probability": 0.989990234375}, {"start": 3385.0, "end": 3385.6, "word": " تظبطه", "probability": 0.84677734375}, {"start": 3385.6, "end": 3385.7, "word": " مع", "probability": 0.974609375}, {"start": 3385.7, "end": 3386.16, "word": " البنك", "probability": 0.7630208333333334}, {"start": 3386.16, "end": 3386.78, "word": " بحيث", "probability": 0.968017578125}, {"start": 3386.78, "end": 3386.94, "word": " ان", "probability": 0.6513671875}, {"start": 3386.94, "end": 3387.24, "word": " 10", "probability": 0.87353515625}, {"start": 3387.24, "end": 3387.64, "word": "%", "probability": 0.9521484375}, {"start": 3387.64, "end": 3387.78, "word": " من", "probability": 0.96630859375}, {"start": 3387.78, "end": 3388.24, "word": " المرتبة", "probability": 0.9134114583333334}, {"start": 3388.24, "end": 3388.94, "word": " يروحوا", "probability": 0.9517822265625}, {"start": 3388.94, "end": 3389.34, "word": " بشكل", "probability": 0.8878580729166666}, {"start": 3389.34, "end": 3390.08, "word": " تلقائي", "probability": 0.9572265625}, {"start": 3390.08, "end": 3390.68, "word": " لحساب", "probability": 0.897216796875}, {"start": 3390.68, "end": 3391.16, "word": " بتاعك", "probability": 0.966796875}], "temperature": 1.0}, {"id": 132, "seek": 342169, "start": 3394.69, "end": 3421.69, "text": "يبقى كتير كتير كتير كتير مهم تقططع جزء من راتبك و تتدخره لأن هذا هتحتاج مستقبلا يعني بطريقة أو بأخرى لظرف أو لآخر لموقف أو لآخر هتحتاج إلى 10% مستقبلا سميرة حكت في بداية المحاضرة على حياة الشخصية حكت أنه أنا لما أسلم راتبي مش كله بروحة مصاريف و احتاجات شخصية طلبات رغبات شخصية لأ إنما بتقطع جزء لزكاة المال جزء لحاجاتها الشخصية جزء بتتدخره صحيه سميرة هيك حكته جزء لل master كمان هذا جزء كتير مهم إننا كل", "tokens": [1829, 3555, 4587, 7578, 9122, 2655, 13546, 9122, 2655, 13546, 9122, 2655, 13546, 9122, 2655, 13546, 3714, 16095, 6055, 47432, 9566, 3615, 10874, 11622, 38207, 9154, 12602, 9307, 3555, 4117, 4032, 6055, 2655, 3215, 34740, 3224, 5296, 33456, 23758, 8032, 2655, 33753, 26108, 3714, 14851, 4587, 3555, 15040, 37495, 22653, 4724, 9566, 16572, 28671, 34051, 4724, 10721, 34740, 7578, 5296, 19913, 28480, 34051, 5296, 148, 95, 34740, 32767, 30543, 5172, 34051, 5296, 148, 95, 34740, 8032, 2655, 33753, 26108, 30731, 1266, 4, 3714, 14851, 4587, 3555, 15040, 8608, 2304, 48923, 11331, 4117, 2655, 8978, 4724, 28259, 10632, 9673, 5016, 46958, 25720, 15844, 11331, 25528, 3660, 25124, 9778, 9381, 10632, 11331, 4117, 2655, 14739, 3224, 41850, 5296, 15042, 5551, 3794, 19528, 12602, 9307, 21292, 37893, 28242, 3224, 4724, 32887, 5016, 3660, 3714, 9381, 9640, 33911, 4032, 1975, 33753, 26108, 9307, 13412, 9778, 9381, 10632, 23032, 46152, 9307, 12602, 17082, 3555, 9307, 13412, 9778, 9381, 10632, 5296, 10721, 36145, 15042, 39894, 47432, 3615, 10874, 11622, 38207, 5296, 11622, 4117, 995, 3660, 9673, 6027, 10874, 11622, 38207, 5296, 5016, 26108, 9307, 11296, 25124, 9778, 9381, 10632, 10874, 11622, 38207, 39894, 2655, 3215, 34740, 3224, 20328, 5016, 1829, 3224, 8608, 2304, 48923, 39896, 4117, 11331, 4117, 2655, 3224, 10874, 11622, 38207, 24976, 4505, 9122, 2304, 7649, 23758, 10874, 11622, 38207, 9122, 2655, 13546, 3714, 16095, 36145, 8315, 28242], "avg_logprob": -0.16555556191338433, "compression_ratio": 2.192073170731707, "no_speech_prob": 1.4901161193847656e-06, "words": [{"start": 3394.69, "end": 3395.03, "word": "يبقى", "probability": 0.949462890625}, {"start": 3395.03, "end": 3395.35, "word": " كتير", "probability": 0.8943684895833334}, {"start": 3395.35, "end": 3395.63, "word": " كتير", "probability": 0.8694661458333334}, {"start": 3395.63, "end": 3395.87, "word": " كتير", "probability": 0.9012044270833334}, {"start": 3395.87, "end": 3396.09, "word": " كتير", "probability": 0.8896484375}, {"start": 3396.09, "end": 3396.39, "word": " مهم", "probability": 0.99267578125}, {"start": 3396.39, "end": 3396.87, "word": " تقططع", "probability": 0.830078125}, {"start": 3396.87, "end": 3397.09, "word": " جزء", "probability": 0.9923502604166666}, {"start": 3397.09, "end": 3397.23, "word": " من", "probability": 0.99267578125}, {"start": 3397.23, "end": 3397.81, "word": " راتبك", "probability": 0.8458251953125}, {"start": 3397.81, "end": 3398.09, "word": " و", "probability": 0.66650390625}, {"start": 3398.09, "end": 3398.69, "word": " تتدخره", "probability": 0.85439453125}, {"start": 3398.69, "end": 3399.13, "word": " لأن", "probability": 0.777099609375}, {"start": 3399.13, "end": 3399.31, "word": " هذا", "probability": 0.61083984375}, {"start": 3399.31, "end": 3399.65, "word": " هتحتاج", "probability": 0.8499755859375}, {"start": 3399.65, "end": 3400.23, "word": " مستقبلا", "probability": 0.853271484375}, {"start": 3400.23, "end": 3400.67, "word": " يعني", "probability": 0.725341796875}, {"start": 3400.67, "end": 3401.47, "word": " بطريقة", "probability": 0.934326171875}, {"start": 3401.47, "end": 3401.61, "word": " أو", "probability": 0.23779296875}, {"start": 3401.61, "end": 3402.13, "word": " بأخرى", "probability": 0.74078369140625}, {"start": 3402.13, "end": 3402.47, "word": " لظرف", "probability": 0.859375}, {"start": 3402.47, "end": 3402.61, "word": " أو", "probability": 0.97119140625}, {"start": 3402.61, "end": 3403.05, "word": " لآخر", "probability": 0.93408203125}, {"start": 3403.05, "end": 3403.41, "word": " لموقف", "probability": 0.82763671875}, {"start": 3403.41, "end": 3403.49, "word": " أو", "probability": 0.96630859375}, {"start": 3403.49, "end": 3403.73, "word": " لآخر", "probability": 0.95654296875}, {"start": 3403.73, "end": 3404.09, "word": " هتحتاج", "probability": 0.895751953125}, {"start": 3404.09, "end": 3404.21, "word": " إلى", "probability": 0.22021484375}, {"start": 3404.21, "end": 3404.43, "word": " 10", "probability": 0.306640625}, {"start": 3404.43, "end": 3404.89, "word": "%", "probability": 0.95361328125}, {"start": 3404.89, "end": 3405.89, "word": " مستقبلا", "probability": 0.97841796875}, {"start": 3405.89, "end": 3406.45, "word": " سميرة", "probability": 0.6949055989583334}, {"start": 3406.45, "end": 3406.71, "word": " حكت", "probability": 0.9796549479166666}, {"start": 3406.71, "end": 3406.79, "word": " في", "probability": 0.94189453125}, {"start": 3406.79, "end": 3406.97, "word": " بداية", "probability": 0.9850260416666666}, {"start": 3406.97, "end": 3407.41, "word": " المحاضرة", "probability": 0.932373046875}, {"start": 3407.41, "end": 3407.51, "word": " على", "probability": 0.71337890625}, {"start": 3407.51, "end": 3407.69, "word": " حياة", "probability": 0.85595703125}, {"start": 3407.69, "end": 3408.11, "word": " الشخصية", "probability": 0.9952392578125}, {"start": 3408.11, "end": 3408.39, "word": " حكت", "probability": 0.9830729166666666}, {"start": 3408.39, "end": 3408.55, "word": " أنه", "probability": 0.5816650390625}, {"start": 3408.55, "end": 3408.63, "word": " أنا", "probability": 0.86865234375}, {"start": 3408.63, "end": 3408.79, "word": " لما", "probability": 0.966552734375}, {"start": 3408.79, "end": 3409.05, "word": " أسلم", "probability": 0.9431966145833334}, {"start": 3409.05, "end": 3409.43, "word": " راتبي", "probability": 0.96240234375}, {"start": 3409.43, "end": 3410.05, "word": " مش", "probability": 0.93115234375}, {"start": 3410.05, "end": 3410.45, "word": " كله", "probability": 0.980224609375}, {"start": 3410.45, "end": 3410.87, "word": " بروحة", "probability": 0.71112060546875}, {"start": 3410.87, "end": 3411.19, "word": " مصاريف", "probability": 0.9766845703125}, {"start": 3411.19, "end": 3411.31, "word": " و", "probability": 0.759765625}, {"start": 3411.31, "end": 3411.59, "word": " احتاجات", "probability": 0.75836181640625}, {"start": 3411.59, "end": 3412.23, "word": " شخصية", "probability": 0.9981689453125}, {"start": 3412.23, "end": 3412.69, "word": " طلبات", "probability": 0.6315104166666666}, {"start": 3412.69, "end": 3413.01, "word": " رغبات", "probability": 0.9896240234375}, {"start": 3413.01, "end": 3413.47, "word": " شخصية", "probability": 0.99853515625}, {"start": 3413.47, "end": 3413.75, "word": " لأ", "probability": 0.890380859375}, {"start": 3413.75, "end": 3414.21, "word": " إنما", "probability": 0.781005859375}, {"start": 3414.21, "end": 3414.65, "word": " بتقطع", "probability": 0.9313151041666666}, {"start": 3414.65, "end": 3414.97, "word": " جزء", "probability": 0.9972330729166666}, {"start": 3414.97, "end": 3415.49, "word": " لزكاة", "probability": 0.8369140625}, {"start": 3415.49, "end": 3415.93, "word": " المال", "probability": 0.98974609375}, {"start": 3415.93, "end": 3416.27, "word": " جزء", "probability": 0.9544270833333334}, {"start": 3416.27, "end": 3416.83, "word": " لحاجاتها", "probability": 0.91904296875}, {"start": 3416.83, "end": 3417.41, "word": " الشخصية", "probability": 0.9976806640625}, {"start": 3417.41, "end": 3417.95, "word": " جزء", "probability": 0.97998046875}, {"start": 3417.95, "end": 3418.41, "word": " بتتدخره", "probability": 0.7796875}, {"start": 3418.41, "end": 3418.63, "word": " صحيه", "probability": 0.856689453125}, {"start": 3418.63, "end": 3418.81, "word": " سميرة", "probability": 0.8631184895833334}, {"start": 3418.81, "end": 3418.95, "word": " هيك", "probability": 0.649169921875}, {"start": 3418.95, "end": 3419.23, "word": " حكته", "probability": 0.7998046875}, {"start": 3419.23, "end": 3419.67, "word": " جزء", "probability": 0.9278971354166666}, {"start": 3419.67, "end": 3419.81, "word": " لل", "probability": 0.281494140625}, {"start": 3419.81, "end": 3420.15, "word": " master", "probability": 0.7646484375}, {"start": 3420.15, "end": 3420.43, "word": " كمان", "probability": 0.9493815104166666}, {"start": 3420.43, "end": 3420.61, "word": " هذا", "probability": 0.908203125}, {"start": 3420.61, "end": 3420.89, "word": " جزء", "probability": 0.9912109375}, {"start": 3420.89, "end": 3421.09, "word": " كتير", "probability": 0.9207356770833334}, {"start": 3421.09, "end": 3421.29, "word": " مهم", "probability": 0.990966796875}, {"start": 3421.29, "end": 3421.57, "word": " إننا", "probability": 0.5341796875}, {"start": 3421.57, "end": 3421.69, "word": " كل", "probability": 0.9287109375}], "temperature": 1.0}, {"id": 133, "seek": 344879, "start": 3422.37, "end": 3448.79, "text": "فهي عندها قدرة على إدارة .. على الإدارة المالية إحسابها الشخصي و ده كتير رائع مش أي شخص بيكون عنده هذه القدرة إذا سؤال إمان من شخص كان حياة سمية تباركب عليه ذكاء؟ هي حر .. أنا بعرف .. حسب علمي .. حسب علمي في ذكاء على الأمال أه .. أه لما يمروا عليها الحول لأ بس هي شبه أعمال ممكن أنه ..", "tokens": [5172, 3224, 1829, 43242, 11296, 12174, 3215, 25720, 15844, 11933, 3215, 9640, 3660, 4386, 15844, 33688, 3215, 9640, 3660, 9673, 6027, 10632, 11933, 5016, 3794, 16758, 11296, 25124, 9778, 9381, 1829, 4032, 11778, 3224, 9122, 2655, 13546, 12602, 16373, 3615, 37893, 36632, 13412, 9778, 9381, 4724, 1829, 30544, 43242, 3224, 29538, 25062, 3215, 25720, 11933, 15730, 8608, 33604, 6027, 11933, 2304, 7649, 9154, 13412, 9778, 9381, 25961, 11331, 25528, 3660, 8608, 2304, 10632, 6055, 3555, 9640, 4117, 3555, 47356, 29910, 4117, 16606, 22807, 39896, 11331, 2288, 4386, 41850, 45030, 28480, 4386, 11331, 35457, 11203, 2304, 1829, 4386, 11331, 35457, 11203, 2304, 1829, 8978, 29910, 4117, 16606, 15844, 16247, 2304, 6027, 5551, 3224, 4386, 5551, 3224, 5296, 15042, 7251, 29973, 14407, 25894, 11296, 21542, 12610, 5296, 10721, 4724, 3794, 39896, 13412, 3555, 3224, 5551, 25957, 6027, 3714, 43020, 14739, 3224, 4386], "avg_logprob": -0.26241134667227456, "compression_ratio": 2.024489795918367, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 3422.37, "end": 3422.91, "word": "فهي", "probability": 0.94873046875}, {"start": 3422.91, "end": 3423.51, "word": " عندها", "probability": 0.99462890625}, {"start": 3423.51, "end": 3423.83, "word": " قدرة", "probability": 0.96484375}, {"start": 3423.83, "end": 3423.99, "word": " على", "probability": 0.95556640625}, {"start": 3423.99, "end": 3424.61, "word": " إدارة", "probability": 0.978759765625}, {"start": 3424.61, "end": 3424.87, "word": " ..", "probability": 0.201171875}, {"start": 3424.87, "end": 3424.97, "word": " على", "probability": 0.55078125}, {"start": 3424.97, "end": 3425.33, "word": " الإدارة", "probability": 0.99267578125}, {"start": 3425.33, "end": 3425.81, "word": " المالية", "probability": 0.9957682291666666}, {"start": 3425.81, "end": 3426.51, "word": " إحسابها", "probability": 0.8212890625}, {"start": 3426.51, "end": 3426.85, "word": " الشخصي", "probability": 0.83441162109375}, {"start": 3426.85, "end": 3426.91, "word": " و", "probability": 0.86181640625}, {"start": 3426.91, "end": 3427.03, "word": " ده", "probability": 0.818115234375}, {"start": 3427.03, "end": 3427.47, "word": " كتير", "probability": 0.95947265625}, {"start": 3427.47, "end": 3427.75, "word": " رائع", "probability": 0.9881184895833334}, {"start": 3427.75, "end": 3428.03, "word": " مش", "probability": 0.923828125}, {"start": 3428.03, "end": 3428.19, "word": " أي", "probability": 0.8388671875}, {"start": 3428.19, "end": 3428.49, "word": " شخص", "probability": 0.9988606770833334}, {"start": 3428.49, "end": 3428.71, "word": " بيكون", "probability": 0.9541015625}, {"start": 3428.71, "end": 3428.97, "word": " عنده", "probability": 0.984375}, {"start": 3428.97, "end": 3429.07, "word": " هذه", "probability": 0.65087890625}, {"start": 3429.07, "end": 3429.39, "word": " القدرة", "probability": 0.9622395833333334}, {"start": 3429.39, "end": 3429.63, "word": " إذا", "probability": 0.33013916015625}, {"start": 3429.63, "end": 3430.19, "word": " سؤال", "probability": 0.8279622395833334}, {"start": 3430.19, "end": 3430.65, "word": " إمان", "probability": 0.5474446614583334}, {"start": 3430.65, "end": 3430.91, "word": " من", "probability": 0.849609375}, {"start": 3430.91, "end": 3431.21, "word": " شخص", "probability": 0.8068033854166666}, {"start": 3431.21, "end": 3431.47, "word": " كان", "probability": 0.8095703125}, {"start": 3431.47, "end": 3431.79, "word": " حياة", "probability": 0.9026692708333334}, {"start": 3431.79, "end": 3432.33, "word": " سمية", "probability": 0.7216796875}, {"start": 3432.33, "end": 3433.39, "word": " تباركب", "probability": 0.5134765625}, {"start": 3433.39, "end": 3433.59, "word": " عليه", "probability": 0.97705078125}, {"start": 3433.59, "end": 3434.59, "word": " ذكاء؟", "probability": 0.83447265625}, {"start": 3434.59, "end": 3435.37, "word": " هي", "probability": 0.6572265625}, {"start": 3435.37, "end": 3435.69, "word": " حر", "probability": 0.8466796875}, {"start": 3435.69, "end": 3435.89, "word": " ..", "probability": 0.68701171875}, {"start": 3435.89, "end": 3436.55, "word": " أنا", "probability": 0.40966796875}, {"start": 3436.55, "end": 3437.03, "word": " بعرف", "probability": 0.992919921875}, {"start": 3437.03, "end": 3437.51, "word": " ..", "probability": 0.4287109375}, {"start": 3437.51, "end": 3438.47, "word": " حسب", "probability": 0.9482421875}, {"start": 3438.47, "end": 3438.81, "word": " علمي", "probability": 0.9147135416666666}, {"start": 3438.81, "end": 3439.15, "word": " ..", "probability": 0.4150390625}, {"start": 3439.15, "end": 3441.39, "word": " حسب", "probability": 0.92578125}, {"start": 3441.39, "end": 3441.87, "word": " علمي", "probability": 0.9793294270833334}, {"start": 3441.87, "end": 3442.15, "word": " في", "probability": 0.53662109375}, {"start": 3442.15, "end": 3442.57, "word": " ذكاء", "probability": 0.8839518229166666}, {"start": 3442.57, "end": 3442.71, "word": " على", "probability": 0.7158203125}, {"start": 3442.71, "end": 3443.11, "word": " الأمال", "probability": 0.8271484375}, {"start": 3443.11, "end": 3443.79, "word": " أه", "probability": 0.64892578125}, {"start": 3443.79, "end": 3443.89, "word": " ..", "probability": 0.3623046875}, {"start": 3443.89, "end": 3444.17, "word": " أه", "probability": 0.84912109375}, {"start": 3444.17, "end": 3444.67, "word": " لما", "probability": 0.7392578125}, {"start": 3444.67, "end": 3444.91, "word": " يمروا", "probability": 0.83349609375}, {"start": 3444.91, "end": 3445.09, "word": " عليها", "probability": 0.965576171875}, {"start": 3445.09, "end": 3445.43, "word": " الحول", "probability": 0.594482421875}, {"start": 3445.43, "end": 3445.95, "word": " لأ", "probability": 0.734130859375}, {"start": 3445.95, "end": 3446.29, "word": " بس", "probability": 0.84716796875}, {"start": 3446.29, "end": 3446.65, "word": " هي", "probability": 0.90869140625}, {"start": 3446.65, "end": 3447.13, "word": " شبه", "probability": 0.573486328125}, {"start": 3447.13, "end": 3447.45, "word": " أعمال", "probability": 0.7888997395833334}, {"start": 3447.45, "end": 3447.87, "word": " ممكن", "probability": 0.974609375}, {"start": 3447.87, "end": 3448.13, "word": " أنه", "probability": 0.689697265625}, {"start": 3448.13, "end": 3448.79, "word": " ..", "probability": 0.81884765625}], "temperature": 1.0}, {"id": 134, "seek": 347947, "start": 3450.33, "end": 3479.47, "text": "هي حاجة الذكاء فممكن هي شتت و بتعمل الذكاء على مال في الخزنة مثلا عندها خزنة فيها عشر ثلاث دولار صارلها السنة ماصبدهاش بقى عليها الذكاء هنا ممكن هي .. لكن الراتب ماعرفش ذكاء الراتب عليه صدق اه انا عارفة صدق عشان الله يباركله و تمنع النفس وهذا صدق وليس الذكاء خليني أحذرة المصطلح حاجة حاجة و أضحك تبقى الإعمارات كل أخر شهر يشيكل لله دي صدقة", "tokens": [3224, 1829, 11331, 26108, 3660, 32545, 4117, 16606, 6156, 2304, 43020, 39896, 13412, 2655, 2655, 4032, 39894, 25957, 1211, 32545, 4117, 16606, 15844, 3714, 6027, 8978, 33962, 11622, 1863, 3660, 50113, 15040, 43242, 11296, 16490, 11622, 1863, 3660, 8978, 11296, 6225, 46309, 38637, 1211, 5718, 104, 11778, 12610, 9640, 20328, 9640, 1211, 11296, 21136, 1863, 3660, 3714, 33546, 44510, 3224, 33599, 4724, 4587, 7578, 25894, 11296, 32545, 4117, 16606, 34105, 3714, 43020, 39896, 4386, 44381, 34892, 9307, 3555, 19446, 3615, 28480, 8592, 29910, 4117, 16606, 34892, 9307, 3555, 47356, 20328, 3215, 4587, 1975, 3224, 1975, 8315, 6225, 9640, 5172, 3660, 20328, 3215, 4587, 6225, 8592, 7649, 21984, 7251, 3555, 9640, 4117, 43761, 4032, 6055, 27842, 3615, 28239, 36178, 37037, 15730, 20328, 3215, 4587, 4032, 20292, 3794, 32545, 4117, 16606, 16490, 1211, 9957, 1829, 5551, 5016, 8848, 2288, 3660, 9673, 9381, 9566, 1211, 5016, 11331, 26108, 3660, 11331, 26108, 3660, 4032, 5551, 11242, 5016, 4117, 6055, 3555, 4587, 7578, 33688, 25957, 9640, 9307, 28242, 5551, 34740, 13412, 3224, 2288, 7251, 8592, 1829, 28820, 24976, 3224, 11778, 1829, 20328, 3215, 28671], "avg_logprob": -0.29739584575096767, "compression_ratio": 2.132867132867133, "no_speech_prob": 1.4126300811767578e-05, "words": [{"start": 3450.33, "end": 3451.09, "word": "هي", "probability": 0.5966796875}, {"start": 3451.09, "end": 3451.39, "word": " حاجة", "probability": 0.8336588541666666}, {"start": 3451.39, "end": 3451.77, "word": " الذكاء", "probability": 0.896484375}, {"start": 3451.77, "end": 3452.27, "word": " فممكن", "probability": 0.9015299479166666}, {"start": 3452.27, "end": 3452.45, "word": " هي", "probability": 0.85888671875}, {"start": 3452.45, "end": 3452.75, "word": " شتت", "probability": 0.2699991861979167}, {"start": 3452.75, "end": 3452.83, "word": " و", "probability": 0.6865234375}, {"start": 3452.83, "end": 3453.27, "word": " بتعمل", "probability": 0.792724609375}, {"start": 3453.27, "end": 3454.65, "word": " الذكاء", "probability": 0.8990885416666666}, {"start": 3454.65, "end": 3454.91, "word": " على", "probability": 0.8330078125}, {"start": 3454.91, "end": 3455.43, "word": " مال", "probability": 0.939697265625}, {"start": 3455.43, "end": 3456.25, "word": " في", "probability": 0.69970703125}, {"start": 3456.25, "end": 3456.81, "word": " الخزنة", "probability": 0.9222412109375}, {"start": 3456.81, "end": 3457.05, "word": " مثلا", "probability": 0.94091796875}, {"start": 3457.05, "end": 3457.51, "word": " عندها", "probability": 0.47149658203125}, {"start": 3457.51, "end": 3458.09, "word": " خزنة", "probability": 0.8907470703125}, {"start": 3458.09, "end": 3458.75, "word": " فيها", "probability": 0.952392578125}, {"start": 3458.75, "end": 3459.07, "word": " عشر", "probability": 0.827392578125}, {"start": 3459.07, "end": 3459.41, "word": " ثلاث", "probability": 0.81298828125}, {"start": 3459.41, "end": 3459.73, "word": " دولار", "probability": 0.994140625}, {"start": 3459.73, "end": 3460.29, "word": " صارلها", "probability": 0.7448272705078125}, {"start": 3460.29, "end": 3460.59, "word": " السنة", "probability": 0.826171875}, {"start": 3460.59, "end": 3461.35, "word": " ماصبدهاش", "probability": 0.702587890625}, {"start": 3461.35, "end": 3461.65, "word": " بقى", "probability": 0.88720703125}, {"start": 3461.65, "end": 3461.91, "word": " عليها", "probability": 0.958984375}, {"start": 3461.91, "end": 3462.41, "word": " الذكاء", "probability": 0.9679361979166666}, {"start": 3462.41, "end": 3462.65, "word": " هنا", "probability": 0.646484375}, {"start": 3462.65, "end": 3463.49, "word": " ممكن", "probability": 0.6954345703125}, {"start": 3463.49, "end": 3463.79, "word": " هي", "probability": 0.93798828125}, {"start": 3463.79, "end": 3464.07, "word": " ..", "probability": 0.79248046875}, {"start": 3464.07, "end": 3464.31, "word": " لكن", "probability": 0.8173828125}, {"start": 3464.31, "end": 3464.81, "word": " الراتب", "probability": 0.8819986979166666}, {"start": 3464.81, "end": 3465.25, "word": " ماعرفش", "probability": 0.62225341796875}, {"start": 3465.25, "end": 3465.65, "word": " ذكاء", "probability": 0.9000651041666666}, {"start": 3465.65, "end": 3466.11, "word": " الراتب", "probability": 0.9466145833333334}, {"start": 3466.11, "end": 3466.33, "word": " عليه", "probability": 0.83203125}, {"start": 3466.33, "end": 3466.69, "word": " صدق", "probability": 0.9796549479166666}, {"start": 3466.69, "end": 3466.93, "word": " اه", "probability": 0.697509765625}, {"start": 3466.93, "end": 3467.15, "word": " انا", "probability": 0.765625}, {"start": 3467.15, "end": 3467.35, "word": " عارفة", "probability": 0.914306640625}, {"start": 3467.35, "end": 3468.79, "word": " صدق", "probability": 0.4637451171875}, {"start": 3468.79, "end": 3469.27, "word": " عشان", "probability": 0.9501953125}, {"start": 3469.27, "end": 3469.49, "word": " الله", "probability": 0.8984375}, {"start": 3469.49, "end": 3470.03, "word": " يباركله", "probability": 0.78193359375}, {"start": 3470.03, "end": 3470.31, "word": " و", "probability": 0.7900390625}, {"start": 3470.31, "end": 3470.71, "word": " تمنع", "probability": 0.8094889322916666}, {"start": 3470.71, "end": 3471.01, "word": " النفس", "probability": 0.8017578125}, {"start": 3471.01, "end": 3471.71, "word": " وهذا", "probability": 0.5992431640625}, {"start": 3471.71, "end": 3472.07, "word": " صدق", "probability": 0.9943033854166666}, {"start": 3472.07, "end": 3472.41, "word": " وليس", "probability": 0.7744140625}, {"start": 3472.41, "end": 3472.91, "word": " الذكاء", "probability": 0.9591471354166666}, {"start": 3472.91, "end": 3473.27, "word": " خليني", "probability": 0.593994140625}, {"start": 3473.27, "end": 3473.67, "word": " أحذرة", "probability": 0.57509765625}, {"start": 3473.67, "end": 3474.11, "word": " المصطلح", "probability": 0.92880859375}, {"start": 3474.11, "end": 3474.57, "word": " حاجة", "probability": 0.7408854166666666}, {"start": 3474.57, "end": 3475.33, "word": " حاجة", "probability": 0.9104817708333334}, {"start": 3475.33, "end": 3475.47, "word": " و", "probability": 0.75732421875}, {"start": 3475.47, "end": 3475.99, "word": " أضحك", "probability": 0.9093017578125}, {"start": 3475.99, "end": 3476.77, "word": " تبقى", "probability": 0.5931396484375}, {"start": 3476.77, "end": 3477.27, "word": " الإعمارات", "probability": 0.7412109375}, {"start": 3477.27, "end": 3477.49, "word": " كل", "probability": 0.271728515625}, {"start": 3477.49, "end": 3477.81, "word": " أخر", "probability": 0.678955078125}, {"start": 3477.81, "end": 3478.07, "word": " شهر", "probability": 0.99169921875}, {"start": 3478.07, "end": 3478.51, "word": " يشيكل", "probability": 0.5191650390625}, {"start": 3478.51, "end": 3478.85, "word": " لله", "probability": 0.935302734375}, {"start": 3478.85, "end": 3479.07, "word": " دي", "probability": 0.562744140625}, {"start": 3479.07, "end": 3479.47, "word": " صدقة", "probability": 0.9449869791666666}], "temperature": 1.0}, {"id": 135, "seek": 348440, "start": 3479.84, "end": 3484.4, "text": "أما الزكاة إلها شروب، إلها كهربا، إلها أساس كتير، تقولنا ليه أقل؟", "tokens": [10721, 15042, 6024, 110, 4117, 995, 3660, 11933, 1211, 11296, 13412, 32887, 3555, 12399, 11933, 1211, 11296, 9122, 3224, 25513, 995, 12399, 11933, 1211, 11296, 5551, 3794, 32277, 9122, 2655, 13546, 12399, 6055, 39648, 8315, 32239, 3224, 5551, 4587, 1211, 22807], "avg_logprob": -0.4348958404291244, "compression_ratio": 1.3837209302325582, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 3479.84, "end": 3480.18, "word": "أما", "probability": 0.892822265625}, {"start": 3480.18, "end": 3480.76, "word": " الزكاة", "probability": 0.7998046875}, {"start": 3480.76, "end": 3481.02, "word": " إلها", "probability": 0.72265625}, {"start": 3481.02, "end": 3481.68, "word": " شروب،", "probability": 0.6251220703125}, {"start": 3481.68, "end": 3481.92, "word": " إلها", "probability": 0.90185546875}, {"start": 3481.92, "end": 3482.94, "word": " كهربا،", "probability": 0.578076171875}, {"start": 3482.94, "end": 3483.0, "word": " إلها", "probability": 0.6419270833333334}, {"start": 3483.0, "end": 3483.34, "word": " أساس", "probability": 0.4906412760416667}, {"start": 3483.34, "end": 3483.74, "word": " كتير،", "probability": 0.8056640625}, {"start": 3483.74, "end": 3484.0, "word": " تقولنا", "probability": 0.4921061197916667}, {"start": 3484.0, "end": 3484.14, "word": " ليه", "probability": 0.7041015625}, {"start": 3484.14, "end": 3484.4, "word": " أقل؟", "probability": 0.89404296875}], "temperature": 1.0}, {"id": 136, "seek": 351008, "start": 3485.66, "end": 3510.08, "text": "ممكن تعملها بداخلها في في أمريكا عندهم نظام اللي بيكون الأهل الأب و الأم دايما من رواتبهم بيعملوا حساب توفير لولادهم من الغارة تسفيرات في الجامعة يعني بعد مثلا تمنعشر سنة يكون البنت أو الولد عنده حساب توفير وفي مبلغ يعني كويس بيساعدوا في إنه يدفع نفقان الرسوم الجامعة", "tokens": [2304, 43020, 6055, 25957, 1211, 11296, 47525, 47283, 1211, 11296, 8978, 8978, 5551, 2304, 16572, 4117, 995, 43242, 16095, 8717, 19913, 10943, 13672, 1829, 4724, 1829, 30544, 16247, 3224, 1211, 16247, 3555, 4032, 16247, 2304, 11778, 47302, 15042, 9154, 12602, 2407, 9307, 3555, 16095, 4724, 1829, 25957, 1211, 14407, 11331, 3794, 16758, 33427, 5172, 13546, 5296, 12610, 18513, 16095, 9154, 6024, 118, 9640, 3660, 6055, 3794, 5172, 13546, 9307, 8978, 25724, 10943, 27884, 37495, 22653, 39182, 50113, 15040, 6055, 27842, 3615, 8592, 2288, 8608, 1863, 3660, 7251, 30544, 29739, 29399, 34051, 2423, 12610, 3215, 43242, 3224, 11331, 3794, 16758, 33427, 5172, 13546, 4032, 41185, 3714, 36150, 17082, 37495, 22653, 9122, 45865, 3794, 4724, 1829, 3794, 995, 22488, 14407, 8978, 36145, 3224, 7251, 3215, 5172, 3615, 8717, 5172, 4587, 7649, 34892, 3794, 20498, 25724, 10943, 27884], "avg_logprob": -0.2213924558942809, "compression_ratio": 2.059322033898305, "no_speech_prob": 2.384185791015625e-06, "words": [{"start": 3485.66, "end": 3486.08, "word": "ممكن", "probability": 0.7763671875}, {"start": 3486.08, "end": 3486.44, "word": " تعملها", "probability": 0.8712158203125}, {"start": 3486.44, "end": 3487.0, "word": " بداخلها", "probability": 0.7808837890625}, {"start": 3487.0, "end": 3488.06, "word": " في", "probability": 0.1748046875}, {"start": 3488.06, "end": 3488.38, "word": " في", "probability": 0.833984375}, {"start": 3488.38, "end": 3489.08, "word": " أمريكا", "probability": 0.96083984375}, {"start": 3489.08, "end": 3489.44, "word": " عندهم", "probability": 0.94970703125}, {"start": 3489.44, "end": 3489.98, "word": " نظام", "probability": 0.986328125}, {"start": 3489.98, "end": 3490.52, "word": " اللي", "probability": 0.695556640625}, {"start": 3490.52, "end": 3490.9, "word": " بيكون", "probability": 0.8531901041666666}, {"start": 3490.9, "end": 3491.46, "word": " الأهل", "probability": 0.9055989583333334}, {"start": 3491.46, "end": 3491.98, "word": " الأب", "probability": 0.799072265625}, {"start": 3491.98, "end": 3492.06, "word": " و", "probability": 0.826171875}, {"start": 3492.06, "end": 3492.3, "word": " الأم", "probability": 0.8349609375}, {"start": 3492.3, "end": 3492.78, "word": " دايما", "probability": 0.93115234375}, {"start": 3492.78, "end": 3493.06, "word": " من", "probability": 0.313232421875}, {"start": 3493.06, "end": 3493.94, "word": " رواتبهم", "probability": 0.80732421875}, {"start": 3493.94, "end": 3494.8, "word": " بيعملوا", "probability": 0.9759765625}, {"start": 3494.8, "end": 3495.54, "word": " حساب", "probability": 0.9620768229166666}, {"start": 3495.54, "end": 3495.92, "word": " توفير", "probability": 0.86767578125}, {"start": 3495.92, "end": 3496.42, "word": " لولادهم", "probability": 0.92333984375}, {"start": 3496.42, "end": 3496.58, "word": " من", "probability": 0.389892578125}, {"start": 3496.58, "end": 3496.9, "word": " الغارة", "probability": 0.6182861328125}, {"start": 3496.9, "end": 3497.48, "word": " تسفيرات", "probability": 0.54521484375}, {"start": 3497.48, "end": 3497.6, "word": " في", "probability": 0.927734375}, {"start": 3497.6, "end": 3498.08, "word": " الجامعة", "probability": 0.9847005208333334}, {"start": 3498.08, "end": 3498.26, "word": " يعني", "probability": 0.961669921875}, {"start": 3498.26, "end": 3498.48, "word": " بعد", "probability": 0.939453125}, {"start": 3498.48, "end": 3498.8, "word": " مثلا", "probability": 0.97216796875}, {"start": 3498.8, "end": 3499.6, "word": " تمنعشر", "probability": 0.599853515625}, {"start": 3499.6, "end": 3499.98, "word": " سنة", "probability": 0.9921875}, {"start": 3499.98, "end": 3500.5, "word": " يكون", "probability": 0.845458984375}, {"start": 3500.5, "end": 3501.52, "word": " البنت", "probability": 0.5831298828125}, {"start": 3501.52, "end": 3501.7, "word": " أو", "probability": 0.88818359375}, {"start": 3501.7, "end": 3502.1, "word": " الولد", "probability": 0.8365885416666666}, {"start": 3502.1, "end": 3502.48, "word": " عنده", "probability": 0.880126953125}, {"start": 3502.48, "end": 3502.66, "word": " حساب", "probability": 0.9931640625}, {"start": 3502.66, "end": 3503.1, "word": " توفير", "probability": 0.9479166666666666}, {"start": 3503.1, "end": 3503.44, "word": " وفي", "probability": 0.87353515625}, {"start": 3503.44, "end": 3504.36, "word": " مبلغ", "probability": 0.8406575520833334}, {"start": 3504.36, "end": 3504.78, "word": " يعني", "probability": 0.966796875}, {"start": 3504.78, "end": 3505.36, "word": " كويس", "probability": 0.962890625}, {"start": 3505.36, "end": 3505.94, "word": " بيساعدوا", "probability": 0.8876139322916666}, {"start": 3505.94, "end": 3506.04, "word": " في", "probability": 0.96923828125}, {"start": 3506.04, "end": 3506.26, "word": " إنه", "probability": 0.669677734375}, {"start": 3506.26, "end": 3506.78, "word": " يدفع", "probability": 0.9930419921875}, {"start": 3506.78, "end": 3507.52, "word": " نفقان", "probability": 0.4967041015625}, {"start": 3507.52, "end": 3509.52, "word": " الرسوم", "probability": 0.83544921875}, {"start": 3509.52, "end": 3510.08, "word": " الجامعة", "probability": 0.9658203125}], "temperature": 1.0}, {"id": 137, "seek": 353749, "start": 3510.27, "end": 3537.49, "text": "يعني كأن القرش الأبيض بنفع باليوم الأسول، هيك أصلا كل عائلات هناك بتعمل هذا، لازم يبقوا بيساعدوا ال account للأولاد أيضا okay، اللي قاعد في ماليزيا، بس ان والد الطفل بيبدأ ويحوش ويحوش ويحوش ويحوش ويحوش ويحوش ويحوش ويحوش ويحوش ويحوش ويحوش ويحوش ويحوش ويحوش ويحوش ويحوش ويحوش ويحوش ويحوش ويحوش ويحوش ويحوش ويحوش ويحوش ويحوش ويحوش ويحوش ويحو", "tokens": [40228, 22653, 9122, 33456, 25062, 2288, 8592, 16247, 21292, 11242, 44945, 5172, 3615, 20666, 1829, 20498, 16247, 3794, 12610, 12399, 39896, 4117, 5551, 9381, 15040, 28242, 6225, 16373, 1211, 9307, 34105, 4117, 39894, 25957, 1211, 23758, 12399, 5296, 31377, 2304, 7251, 3555, 4587, 14407, 4724, 1829, 3794, 995, 22488, 14407, 2423, 2696, 24976, 10721, 12610, 18513, 36632, 11242, 995, 1392, 12399, 13672, 1829, 12174, 995, 22488, 8978, 3714, 6027, 1829, 11622, 25528, 12399, 4724, 3794, 16472, 16070, 3215, 41950, 5172, 1211, 4724, 1829, 44510, 10721, 4032, 1829, 5016, 2407, 8592, 4032, 1829, 5016, 2407, 8592, 4032, 1829, 5016, 2407, 8592, 4032, 1829, 5016, 2407, 8592, 4032, 1829, 5016, 2407, 8592, 4032, 1829, 5016, 2407, 8592, 4032, 1829, 5016, 2407, 8592, 4032, 1829, 5016, 2407, 8592, 4032, 1829, 5016, 2407, 8592, 4032, 1829, 5016, 2407, 8592, 4032, 1829, 5016, 2407, 8592, 4032, 1829, 5016, 2407, 8592, 4032, 1829, 5016, 2407, 8592, 4032, 1829, 5016, 2407, 8592, 4032, 1829, 5016, 2407, 8592, 4032, 1829, 5016, 2407, 8592, 4032, 1829, 5016, 2407, 8592, 4032, 1829, 5016, 2407, 8592, 4032, 1829, 5016, 2407, 8592, 4032, 1829, 5016, 2407, 8592, 4032, 1829, 5016, 2407, 8592, 4032, 1829, 5016, 2407, 8592, 4032, 1829, 5016, 2407, 8592, 4032, 1829, 5016, 2407, 8592, 4032, 1829, 5016, 2407, 8592, 4032, 1829, 5016, 2407, 8592, 4032, 1829, 5016, 2407, 8592, 4032, 1829, 5016, 2407], "avg_logprob": -0.20138888465033636, "compression_ratio": 3.004950495049505, "no_speech_prob": 1.1324882507324219e-06, "words": [{"start": 3510.27, "end": 3510.45, "word": "يعني", "probability": 0.96875}, {"start": 3510.45, "end": 3510.77, "word": " كأن", "probability": 0.928466796875}, {"start": 3510.77, "end": 3511.17, "word": " القرش", "probability": 0.8055826822916666}, {"start": 3511.17, "end": 3511.51, "word": " الأبيض", "probability": 0.9832356770833334}, {"start": 3511.51, "end": 3511.77, "word": " بنفع", "probability": 0.9324544270833334}, {"start": 3511.77, "end": 3512.05, "word": " باليوم", "probability": 0.8699544270833334}, {"start": 3512.05, "end": 3512.43, "word": " الأسول،", "probability": 0.69854736328125}, {"start": 3512.43, "end": 3512.57, "word": " هيك", "probability": 0.95556640625}, {"start": 3512.57, "end": 3512.75, "word": " أصلا", "probability": 0.80419921875}, {"start": 3512.75, "end": 3513.51, "word": " كل", "probability": 0.066650390625}, {"start": 3513.51, "end": 3514.87, "word": " عائلات", "probability": 0.7552490234375}, {"start": 3514.87, "end": 3515.13, "word": " هناك", "probability": 0.97265625}, {"start": 3515.13, "end": 3515.47, "word": " بتعمل", "probability": 0.9391276041666666}, {"start": 3515.47, "end": 3515.81, "word": " هذا،", "probability": 0.589599609375}, {"start": 3515.81, "end": 3516.09, "word": " لازم", "probability": 0.9449869791666666}, {"start": 3516.09, "end": 3516.27, "word": " يبقوا", "probability": 0.581634521484375}, {"start": 3516.27, "end": 3516.75, "word": " بيساعدوا", "probability": 0.6799112955729166}, {"start": 3516.75, "end": 3516.83, "word": " ال", "probability": 0.83056640625}, {"start": 3516.83, "end": 3517.15, "word": " account", "probability": 0.607421875}, {"start": 3517.15, "end": 3518.19, "word": " للأولاد", "probability": 0.938232421875}, {"start": 3518.19, "end": 3518.75, "word": " أيضا", "probability": 0.668212890625}, {"start": 3518.75, "end": 3519.37, "word": " okay،", "probability": 0.303466796875}, {"start": 3519.37, "end": 3519.49, "word": " اللي", "probability": 0.7379150390625}, {"start": 3519.49, "end": 3519.65, "word": " قاعد", "probability": 0.5908203125}, {"start": 3519.65, "end": 3519.83, "word": " في", "probability": 0.48193359375}, {"start": 3519.83, "end": 3520.33, "word": " ماليزيا،", "probability": 0.88330078125}, {"start": 3520.33, "end": 3520.47, "word": " بس", "probability": 0.988525390625}, {"start": 3520.47, "end": 3520.57, "word": " ان", "probability": 0.15283203125}, {"start": 3520.57, "end": 3520.85, "word": " والد", "probability": 0.833740234375}, {"start": 3520.85, "end": 3521.25, "word": " الطفل", "probability": 0.99169921875}, {"start": 3521.25, "end": 3521.63, "word": " بيبدأ", "probability": 0.859619140625}, {"start": 3521.63, "end": 3522.55, "word": " ويحوش", "probability": 0.6396240234375}, {"start": 3522.55, "end": 3522.77, "word": " ويحوش", "probability": 0.6416748046875}, {"start": 3522.77, "end": 3522.77, "word": " ويحوش", "probability": 0.654443359375}, {"start": 3522.77, "end": 3522.77, "word": " ويحوش", "probability": 0.750244140625}, {"start": 3522.77, "end": 3522.79, "word": " ويحوش", "probability": 0.7974609375}, {"start": 3522.79, "end": 3522.79, "word": " ويحوش", "probability": 0.84091796875}, {"start": 3522.79, "end": 3522.79, "word": " ويحوش", "probability": 0.881640625}, {"start": 3522.79, "end": 3523.01, "word": " ويحوش", "probability": 0.91220703125}, {"start": 3523.01, "end": 3523.01, "word": " ويحوش", "probability": 0.93232421875}, {"start": 3523.01, "end": 3523.01, "word": " ويحوش", "probability": 0.94765625}, {"start": 3523.01, "end": 3523.01, "word": " ويحوش", "probability": 0.95751953125}, {"start": 3523.01, "end": 3523.19, "word": " ويحوش", "probability": 0.96484375}, {"start": 3523.19, "end": 3523.43, "word": " ويحوش", "probability": 0.9705078125}, {"start": 3523.43, "end": 3523.43, "word": " ويحوش", "probability": 0.9751953125}, {"start": 3523.43, "end": 3523.53, "word": " ويحوش", "probability": 0.97861328125}, {"start": 3523.53, "end": 3523.53, "word": " ويحوش", "probability": 0.98076171875}, {"start": 3523.53, "end": 3523.53, "word": " ويحوش", "probability": 0.9818359375}, {"start": 3523.53, "end": 3523.53, "word": " ويحوش", "probability": 0.983203125}, {"start": 3523.53, "end": 3523.55, "word": " ويحوش", "probability": 0.9841796875}, {"start": 3523.55, "end": 3523.55, "word": " ويحوش", "probability": 0.9849609375}, {"start": 3523.55, "end": 3523.55, "word": " ويحوش", "probability": 0.984765625}, {"start": 3523.55, "end": 3523.55, "word": " ويحوش", "probability": 0.98525390625}, {"start": 3523.55, "end": 3523.55, "word": " ويحوش", "probability": 0.9849609375}, {"start": 3523.55, "end": 3524.03, "word": " ويحوش", "probability": 0.98486328125}, {"start": 3524.03, "end": 3525.19, "word": " ويحوش", "probability": 0.98486328125}, {"start": 3525.19, "end": 3526.41, "word": " ويحوش", "probability": 0.98515625}, {"start": 3526.41, "end": 3528.25, "word": " ويحوش", "probability": 0.984375}, {"start": 3528.25, "end": 3537.49, "word": " ويحو", "probability": 0.9835205078125}], "temperature": 1.0}, {"id": 138, "seek": 356877, "start": 3540.53, "end": 3568.77, "text": "50% من الشعب الأمريكي مش عارف يعمل أي سيطرة على نفقاته الشهرية والكلام ده لو حاولنا ناخده في العالم العربي هنلاقي بطولة ناس ماعندهاش أي سيطرة على نفقاته العالمية النفقة بتلاحظوا أنتوا معظم الموظفين بياخدوا الراتب أول الشهر إلى نص الشهر بيطلعوا انفلسين صح بيروحوا الدكانة بياخدوا ديون بيروحوا على جارهم بياخدوا الدين منهم هذا شخص ما بيكون عنده قدرة على أنه يطبط نفقاته الشخصية تطبط الاسم للوعين", "tokens": [2803, 4, 9154, 25124, 3615, 3555, 16247, 2304, 16572, 4117, 1829, 37893, 6225, 9640, 5172, 7251, 25957, 1211, 36632, 8608, 1829, 9566, 25720, 15844, 8717, 5172, 4587, 9307, 3224, 25124, 3224, 2288, 10632, 16070, 28820, 10943, 11778, 3224, 45164, 11331, 995, 12610, 8315, 8717, 47283, 3215, 3224, 8978, 18863, 45340, 18863, 2288, 21292, 8032, 1863, 15040, 38436, 4724, 9566, 12610, 3660, 8717, 32277, 19446, 3615, 41260, 3224, 33599, 36632, 8608, 1829, 9566, 25720, 15844, 8717, 5172, 4587, 9307, 3224, 18863, 45340, 10632, 28239, 5172, 28671, 39894, 15040, 5016, 19913, 14407, 14739, 2655, 14407, 20449, 19913, 2304, 9673, 2407, 19913, 5172, 9957, 4724, 1829, 47283, 3215, 14407, 34892, 9307, 3555, 5551, 12610, 25124, 3224, 2288, 30731, 8717, 9381, 25124, 3224, 2288, 4724, 1829, 9566, 1211, 3615, 14407, 16472, 5172, 1211, 3794, 9957, 20328, 5016, 4724, 13546, 2407, 5016, 14407, 32748, 41361, 3660, 4724, 1829, 47283, 3215, 14407, 11778, 1829, 11536, 4724, 13546, 2407, 5016, 14407, 15844, 10874, 9640, 16095, 4724, 1829, 47283, 3215, 14407, 32748, 9957, 9154, 16095, 23758, 13412, 9778, 9381, 19446, 4724, 1829, 30544, 43242, 3224, 12174, 3215, 25720, 15844, 14739, 3224, 7251, 9566, 3555, 9566, 8717, 5172, 4587, 9307, 3224, 25124, 9778, 9381, 10632, 6055, 9566, 3555, 9566, 2423, 32277, 2304, 24976, 45367, 9957], "avg_logprob": -0.16259057337535177, "compression_ratio": 2.2875399361022364, "no_speech_prob": 1.0132789611816406e-06, "words": [{"start": 3540.53, "end": 3540.75, "word": "50", "probability": 0.048980712890625}, {"start": 3540.75, "end": 3541.09, "word": "%", "probability": 0.947265625}, {"start": 3541.09, "end": 3541.39, "word": " من", "probability": 0.97900390625}, {"start": 3541.39, "end": 3541.75, "word": " الشعب", "probability": 0.9886067708333334}, {"start": 3541.75, "end": 3542.25, "word": " الأمريكي", "probability": 0.97998046875}, {"start": 3542.25, "end": 3542.49, "word": " مش", "probability": 0.72607421875}, {"start": 3542.49, "end": 3543.01, "word": " عارف", "probability": 0.9951171875}, {"start": 3543.01, "end": 3543.63, "word": " يعمل", "probability": 0.951171875}, {"start": 3543.63, "end": 3543.95, "word": " أي", "probability": 0.84765625}, {"start": 3543.95, "end": 3544.55, "word": " سيطرة", "probability": 0.9786376953125}, {"start": 3544.55, "end": 3544.75, "word": " على", "probability": 0.9345703125}, {"start": 3544.75, "end": 3545.29, "word": " نفقاته", "probability": 0.97021484375}, {"start": 3545.29, "end": 3545.75, "word": " الشهرية", "probability": 0.8028564453125}, {"start": 3545.75, "end": 3546.51, "word": " والكلام", "probability": 0.7827962239583334}, {"start": 3546.51, "end": 3546.67, "word": " ده", "probability": 0.94140625}, {"start": 3546.67, "end": 3546.75, "word": " لو", "probability": 0.97802734375}, {"start": 3546.75, "end": 3547.05, "word": " حاولنا", "probability": 0.9957275390625}, {"start": 3547.05, "end": 3547.37, "word": " ناخده", "probability": 0.8988037109375}, {"start": 3547.37, "end": 3547.45, "word": " في", "probability": 0.79541015625}, {"start": 3547.45, "end": 3547.71, "word": " العالم", "probability": 0.99365234375}, {"start": 3547.71, "end": 3548.05, "word": " العربي", "probability": 0.9816080729166666}, {"start": 3548.05, "end": 3548.43, "word": " هنلاقي", "probability": 0.8670654296875}, {"start": 3548.43, "end": 3548.97, "word": " بطولة", "probability": 0.7171630859375}, {"start": 3548.97, "end": 3549.41, "word": " ناس", "probability": 0.65966796875}, {"start": 3549.41, "end": 3550.05, "word": " ماعندهاش", "probability": 0.7064453125}, {"start": 3550.05, "end": 3550.39, "word": " أي", "probability": 0.8759765625}, {"start": 3550.39, "end": 3550.93, "word": " سيطرة", "probability": 0.9951171875}, {"start": 3550.93, "end": 3551.13, "word": " على", "probability": 0.7451171875}, {"start": 3551.13, "end": 3551.67, "word": " نفقاته", "probability": 0.89677734375}, {"start": 3551.67, "end": 3552.19, "word": " العالمية", "probability": 0.71533203125}, {"start": 3552.19, "end": 3552.67, "word": " النفقة", "probability": 0.7395833333333334}, {"start": 3552.67, "end": 3553.55, "word": " بتلاحظوا", "probability": 0.92646484375}, {"start": 3553.55, "end": 3553.85, "word": " أنتوا", "probability": 0.7032063802083334}, {"start": 3553.85, "end": 3554.17, "word": " معظم", "probability": 0.9900716145833334}, {"start": 3554.17, "end": 3554.79, "word": " الموظفين", "probability": 0.939453125}, {"start": 3554.79, "end": 3555.13, "word": " بياخدوا", "probability": 0.95263671875}, {"start": 3555.13, "end": 3555.43, "word": " الراتب", "probability": 0.8681640625}, {"start": 3555.43, "end": 3555.67, "word": " أول", "probability": 0.927978515625}, {"start": 3555.67, "end": 3556.03, "word": " الشهر", "probability": 0.9742838541666666}, {"start": 3556.03, "end": 3556.17, "word": " إلى", "probability": 0.1370849609375}, {"start": 3556.17, "end": 3556.39, "word": " نص", "probability": 0.927978515625}, {"start": 3556.39, "end": 3556.81, "word": " الشهر", "probability": 0.9837239583333334}, {"start": 3556.81, "end": 3557.27, "word": " بيطلعوا", "probability": 0.889892578125}, {"start": 3557.27, "end": 3557.73, "word": " انفلسين", "probability": 0.81904296875}, {"start": 3557.73, "end": 3558.03, "word": " صح", "probability": 0.856201171875}, {"start": 3558.03, "end": 3558.73, "word": " بيروحوا", "probability": 0.843359375}, {"start": 3558.73, "end": 3559.33, "word": " الدكانة", "probability": 0.77392578125}, {"start": 3559.33, "end": 3559.77, "word": " بياخدوا", "probability": 0.97451171875}, {"start": 3559.77, "end": 3560.11, "word": " ديون", "probability": 0.9814453125}, {"start": 3560.11, "end": 3560.57, "word": " بيروحوا", "probability": 0.967578125}, {"start": 3560.57, "end": 3560.87, "word": " على", "probability": 0.88623046875}, {"start": 3560.87, "end": 3561.31, "word": " جارهم", "probability": 0.97705078125}, {"start": 3561.31, "end": 3561.83, "word": " بياخدوا", "probability": 0.9361328125}, {"start": 3561.83, "end": 3561.97, "word": " الدين", "probability": 0.8828125}, {"start": 3561.97, "end": 3562.31, "word": " منهم", "probability": 0.994873046875}, {"start": 3562.31, "end": 3562.79, "word": " هذا", "probability": 0.76025390625}, {"start": 3562.79, "end": 3563.21, "word": " شخص", "probability": 0.9972330729166666}, {"start": 3563.21, "end": 3563.37, "word": " ما", "probability": 0.9384765625}, {"start": 3563.37, "end": 3563.69, "word": " بيكون", "probability": 0.7840169270833334}, {"start": 3563.69, "end": 3563.99, "word": " عنده", "probability": 0.98095703125}, {"start": 3563.99, "end": 3564.31, "word": " قدرة", "probability": 0.9679361979166666}, {"start": 3564.31, "end": 3564.49, "word": " على", "probability": 0.93505859375}, {"start": 3564.49, "end": 3564.85, "word": " أنه", "probability": 0.80322265625}, {"start": 3564.85, "end": 3565.69, "word": " يطبط", "probability": 0.80255126953125}, {"start": 3565.69, "end": 3566.25, "word": " نفقاته", "probability": 0.99580078125}, {"start": 3566.25, "end": 3566.85, "word": " الشخصية", "probability": 0.9915771484375}, {"start": 3566.85, "end": 3567.85, "word": " تطبط", "probability": 0.73126220703125}, {"start": 3567.85, "end": 3568.25, "word": " الاسم", "probability": 0.7823893229166666}, {"start": 3568.25, "end": 3568.77, "word": " للوعين", "probability": 0.7516276041666666}], "temperature": 1.0}, {"id": 139, "seek": 359003, "start": 3571.17, "end": 3590.03, "text": "و ال wants أو الرغبات الاحتجاجات هي المصاريف السابقة يعني مثلا فلوس الأكل فلوس الميه فلوس الكهربا الحاجات اللي بتعيش بيها بشكل يومي اما الرغبات فهي الحاجات اللي انت نفسك فيها بس تقدر تتخلى عنها تقدر تعيش من غيرها انت مثلا تقدر تعيش من غير", "tokens": [2407, 2423, 2738, 34051, 34892, 17082, 3555, 9307, 42963, 33753, 7435, 26108, 9307, 39896, 9673, 9381, 9640, 33911, 21136, 16758, 28671, 37495, 22653, 50113, 15040, 6156, 1211, 41779, 16247, 28820, 6156, 1211, 41779, 9673, 1829, 3224, 6156, 1211, 41779, 33251, 3224, 25513, 995, 21542, 26108, 9307, 13672, 1829, 39894, 3615, 1829, 8592, 4724, 1829, 11296, 4724, 8592, 28820, 7251, 20498, 1829, 1975, 15042, 34892, 17082, 3555, 9307, 6156, 3224, 1829, 21542, 26108, 9307, 13672, 1829, 16472, 2655, 8717, 36178, 4117, 8978, 11296, 4724, 3794, 6055, 28543, 2288, 6055, 2655, 9778, 23942, 18871, 11296, 6055, 28543, 2288, 37279, 1829, 8592, 9154, 32771, 13546, 11296, 16472, 2655, 50113, 15040, 6055, 28543, 2288, 37279, 1829, 8592, 9154, 32771, 13546], "avg_logprob": -0.12279647155704661, "compression_ratio": 2.103448275862069, "no_speech_prob": 0.005893707275390625, "words": [{"start": 3571.17, "end": 3571.35, "word": "و", "probability": 0.607421875}, {"start": 3571.35, "end": 3571.51, "word": " ال", "probability": 0.5673828125}, {"start": 3571.51, "end": 3571.87, "word": " wants", "probability": 0.59375}, {"start": 3571.87, "end": 3572.21, "word": " أو", "probability": 0.68994140625}, {"start": 3572.21, "end": 3572.99, "word": " الرغبات", "probability": 0.967041015625}, {"start": 3572.99, "end": 3573.97, "word": " الاحتجاجات", "probability": 0.788623046875}, {"start": 3573.97, "end": 3574.21, "word": " هي", "probability": 0.87109375}, {"start": 3574.21, "end": 3574.81, "word": " المصاريف", "probability": 0.9532470703125}, {"start": 3574.81, "end": 3575.23, "word": " السابقة", "probability": 0.7942708333333334}, {"start": 3575.23, "end": 3575.69, "word": " يعني", "probability": 0.799560546875}, {"start": 3575.69, "end": 3576.01, "word": " مثلا", "probability": 0.977783203125}, {"start": 3576.01, "end": 3576.39, "word": " فلوس", "probability": 0.90625}, {"start": 3576.39, "end": 3576.81, "word": " الأكل", "probability": 0.82470703125}, {"start": 3576.81, "end": 3577.19, "word": " فلوس", "probability": 0.7609049479166666}, {"start": 3577.19, "end": 3577.61, "word": " الميه", "probability": 0.8429361979166666}, {"start": 3577.61, "end": 3577.97, "word": " فلوس", "probability": 0.9612630208333334}, {"start": 3577.97, "end": 3578.49, "word": " الكهربا", "probability": 0.9718017578125}, {"start": 3578.49, "end": 3579.21, "word": " الحاجات", "probability": 0.9806315104166666}, {"start": 3579.21, "end": 3579.45, "word": " اللي", "probability": 0.765869140625}, {"start": 3579.45, "end": 3580.11, "word": " بتعيش", "probability": 0.852783203125}, {"start": 3580.11, "end": 3580.37, "word": " بيها", "probability": 0.958984375}, {"start": 3580.37, "end": 3580.75, "word": " بشكل", "probability": 0.9856770833333334}, {"start": 3580.75, "end": 3581.17, "word": " يومي", "probability": 0.8868815104166666}, {"start": 3581.17, "end": 3581.55, "word": " اما", "probability": 0.75732421875}, {"start": 3581.55, "end": 3581.99, "word": " الرغبات", "probability": 0.9847412109375}, {"start": 3581.99, "end": 3582.31, "word": " فهي", "probability": 0.9322916666666666}, {"start": 3582.31, "end": 3582.71, "word": " الحاجات", "probability": 0.9788411458333334}, {"start": 3582.71, "end": 3582.89, "word": " اللي", "probability": 0.97509765625}, {"start": 3582.89, "end": 3583.05, "word": " انت", "probability": 0.62548828125}, {"start": 3583.05, "end": 3583.43, "word": " نفسك", "probability": 0.9959309895833334}, {"start": 3583.43, "end": 3583.81, "word": " فيها", "probability": 0.9541015625}, {"start": 3583.81, "end": 3584.21, "word": " بس", "probability": 0.973876953125}, {"start": 3584.21, "end": 3584.77, "word": " تقدر", "probability": 0.9923502604166666}, {"start": 3584.77, "end": 3585.53, "word": " تتخلى", "probability": 0.9742431640625}, {"start": 3585.53, "end": 3586.05, "word": " عنها", "probability": 0.990234375}, {"start": 3586.05, "end": 3586.81, "word": " تقدر", "probability": 0.9485677083333334}, {"start": 3586.81, "end": 3587.45, "word": " تعيش", "probability": 0.9744466145833334}, {"start": 3587.45, "end": 3587.73, "word": " من", "probability": 0.99609375}, {"start": 3587.73, "end": 3588.09, "word": " غيرها", "probability": 0.9412434895833334}, {"start": 3588.09, "end": 3588.73, "word": " انت", "probability": 0.8671875}, {"start": 3588.73, "end": 3589.01, "word": " مثلا", "probability": 0.982421875}, {"start": 3589.01, "end": 3589.39, "word": " تقدر", "probability": 0.9925130208333334}, {"start": 3589.39, "end": 3589.71, "word": " تعيش", "probability": 0.9864908854166666}, {"start": 3589.71, "end": 3589.85, "word": " من", "probability": 0.994140625}, {"start": 3589.85, "end": 3590.03, "word": " غير", "probability": 0.996337890625}], "temperature": 1.0}, {"id": 140, "seek": 362000, "start": 3592.5, "end": 3620.0, "text": "أو مثلا تقدر تعيش من غير ما تغير موبايلك كل سنة كل دي حاجات أنت نفسك فيها ولكنك لازم تهلل منها لازم تسيطر عليها طب المالك اللي موجود هنا معاه مستقبل مرجال إيش مشاين ما تبدهر زيه؟ أو إيش مشاين ما تبدهر زيه؟ بدهر جدد بشكل دوري بتقول هتشتغل طاقة مباشرة بشكل كبير بسيارة مرة واحدة طب اللي بسيارة تانية اللي أشافوه عليها هذي مشكلة فكرا هذي مشكلة فيه يدلة معاها، بذلك نكمل يا سبايا كام واحدة أخدنا؟ الأول", "tokens": [10721, 2407, 50113, 15040, 6055, 28543, 2288, 37279, 1829, 8592, 9154, 32771, 13546, 19446, 6055, 17082, 13546, 3714, 37746, 995, 26895, 4117, 28242, 8608, 1863, 3660, 28242, 11778, 1829, 11331, 26108, 9307, 14739, 2655, 8717, 36178, 4117, 8978, 11296, 35525, 19452, 4117, 5296, 31377, 2304, 6055, 3224, 1211, 1211, 9154, 11296, 5296, 31377, 2304, 6055, 3794, 1829, 9566, 2288, 25894, 11296, 23032, 3555, 9673, 6027, 4117, 13672, 1829, 3714, 29245, 23328, 34105, 20449, 40294, 3714, 14851, 4587, 36150, 3714, 47341, 6027, 11933, 1829, 8592, 37893, 995, 9957, 19446, 6055, 44510, 3224, 2288, 30767, 1829, 3224, 22807, 34051, 11933, 1829, 8592, 37893, 995, 9957, 19446, 6055, 44510, 3224, 2288, 30767, 1829, 3224, 22807, 47525, 3224, 2288, 10874, 3215, 3215, 4724, 8592, 28820, 11778, 13063, 1829, 39894, 39648, 8032, 2655, 8592, 2655, 17082, 1211, 23032, 995, 28671, 3714, 3555, 33599, 25720, 4724, 8592, 28820, 9122, 3555, 13546, 4724, 3794, 1829, 9640, 3660, 3714, 25720, 36764, 24401, 3660, 23032, 3555, 13672, 1829, 4724, 3794, 1829, 9640, 3660, 6055, 7649, 10632, 13672, 1829, 5551, 8592, 31845, 2407, 3224, 25894, 11296, 8032, 8848, 1829, 37893, 28820, 3660, 6156, 4117, 23557, 8032, 8848, 1829, 37893, 28820, 3660, 8978, 3224, 7251, 3215, 37977, 20449, 995, 11296, 12399, 4724, 8848, 1211, 4117, 8717, 24793, 1211, 35186, 8608, 3555, 995, 25528, 9122, 10943, 36764, 24401, 3660, 5551, 9778, 3215, 8315, 22807, 16247, 12610], "avg_logprob": -0.3219444402058919, "compression_ratio": 2.1890243902439024, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 3592.5, "end": 3592.66, "word": "أو", "probability": 0.97705078125}, {"start": 3592.66, "end": 3592.9, "word": " مثلا", "probability": 0.93359375}, {"start": 3592.9, "end": 3593.3, "word": " تقدر", "probability": 0.9728190104166666}, {"start": 3593.3, "end": 3593.62, "word": " تعيش", "probability": 0.9020182291666666}, {"start": 3593.62, "end": 3593.78, "word": " من", "probability": 0.970703125}, {"start": 3593.78, "end": 3593.92, "word": " غير", "probability": 0.99755859375}, {"start": 3593.92, "end": 3594.04, "word": " ما", "probability": 0.69482421875}, {"start": 3594.04, "end": 3594.4, "word": " تغير", "probability": 0.9886067708333334}, {"start": 3594.4, "end": 3594.9, "word": " موبايلك", "probability": 0.819921875}, {"start": 3594.9, "end": 3595.12, "word": " كل", "probability": 0.98974609375}, {"start": 3595.12, "end": 3595.6, "word": " سنة", "probability": 0.9894205729166666}, {"start": 3595.6, "end": 3595.98, "word": " كل", "probability": 0.90283203125}, {"start": 3595.98, "end": 3596.28, "word": " دي", "probability": 0.859130859375}, {"start": 3596.28, "end": 3596.86, "word": " حاجات", "probability": 0.99755859375}, {"start": 3596.86, "end": 3597.18, "word": " أنت", "probability": 0.800537109375}, {"start": 3597.18, "end": 3597.58, "word": " نفسك", "probability": 0.9972330729166666}, {"start": 3597.58, "end": 3597.92, "word": " فيها", "probability": 0.989990234375}, {"start": 3597.92, "end": 3598.74, "word": " ولكنك", "probability": 0.82080078125}, {"start": 3598.74, "end": 3599.12, "word": " لازم", "probability": 0.9933268229166666}, {"start": 3599.12, "end": 3599.66, "word": " تهلل", "probability": 0.9674072265625}, {"start": 3599.66, "end": 3599.96, "word": " منها", "probability": 0.994384765625}, {"start": 3599.96, "end": 3600.8, "word": " لازم", "probability": 0.9015299479166666}, {"start": 3600.8, "end": 3601.36, "word": " تسيطر", "probability": 0.9837890625}, {"start": 3601.36, "end": 3602.0, "word": " عليها", "probability": 0.9326171875}, {"start": 3602.0, "end": 3602.28, "word": " طب", "probability": 0.67626953125}, {"start": 3602.28, "end": 3602.8, "word": " المالك", "probability": 0.4700520833333333}, {"start": 3602.8, "end": 3602.82, "word": " اللي", "probability": 0.54095458984375}, {"start": 3602.82, "end": 3603.1, "word": " موجود", "probability": 0.4982503255208333}, {"start": 3603.1, "end": 3603.2, "word": " هنا", "probability": 0.296630859375}, {"start": 3603.2, "end": 3603.4, "word": " معاه", "probability": 0.4508056640625}, {"start": 3603.4, "end": 3603.88, "word": " مستقبل", "probability": 0.61859130859375}, {"start": 3603.88, "end": 3604.5, "word": " مرجال", "probability": 0.7333170572916666}, {"start": 3604.5, "end": 3604.72, "word": " إيش", "probability": 0.6915690104166666}, {"start": 3604.72, "end": 3605.12, "word": " مشاين", "probability": 0.5810953776041666}, {"start": 3605.12, "end": 3605.24, "word": " ما", "probability": 0.294921875}, {"start": 3605.24, "end": 3605.62, "word": " تبدهر", "probability": 0.58868408203125}, {"start": 3605.62, "end": 3606.28, "word": " زيه؟", "probability": 0.79425048828125}, {"start": 3606.28, "end": 3606.36, "word": " أو", "probability": 0.70751953125}, {"start": 3606.36, "end": 3606.54, "word": " إيش", "probability": 0.9596354166666666}, {"start": 3606.54, "end": 3606.76, "word": " مشاين", "probability": 0.9537760416666666}, {"start": 3606.76, "end": 3606.88, "word": " ما", "probability": 0.716796875}, {"start": 3606.88, "end": 3606.96, "word": " تبدهر", "probability": 0.9471435546875}, {"start": 3606.96, "end": 3606.98, "word": " زيه؟", "probability": 0.879150390625}, {"start": 3606.98, "end": 3607.3, "word": " بدهر", "probability": 0.7010498046875}, {"start": 3607.3, "end": 3607.7, "word": " جدد", "probability": 0.8060709635416666}, {"start": 3607.7, "end": 3608.12, "word": " بشكل", "probability": 0.9866536458333334}, {"start": 3608.12, "end": 3608.6, "word": " دوري", "probability": 0.9796549479166666}, {"start": 3608.6, "end": 3609.5, "word": " بتقول", "probability": 0.3704833984375}, {"start": 3609.5, "end": 3609.98, "word": " هتشتغل", "probability": 0.7935791015625}, {"start": 3609.98, "end": 3610.22, "word": " طاقة", "probability": 0.458740234375}, {"start": 3610.22, "end": 3610.48, "word": " مباشرة", "probability": 0.66839599609375}, {"start": 3610.48, "end": 3610.74, "word": " بشكل", "probability": 0.8028157552083334}, {"start": 3610.74, "end": 3610.96, "word": " كبير", "probability": 0.607177734375}, {"start": 3610.96, "end": 3611.24, "word": " بسيارة", "probability": 0.604052734375}, {"start": 3611.24, "end": 3611.38, "word": " مرة", "probability": 0.618408203125}, {"start": 3611.38, "end": 3612.04, "word": " واحدة", "probability": 0.9876302083333334}, {"start": 3612.04, "end": 3612.18, "word": " طب", "probability": 0.9619140625}, {"start": 3612.18, "end": 3612.26, "word": " اللي", "probability": 0.906494140625}, {"start": 3612.26, "end": 3612.58, "word": " بسيارة", "probability": 0.8654296875}, {"start": 3612.58, "end": 3612.84, "word": " تانية", "probability": 0.7548014322916666}, {"start": 3612.84, "end": 3612.94, "word": " اللي", "probability": 0.88720703125}, {"start": 3612.94, "end": 3613.26, "word": " أشافوه", "probability": 0.66318359375}, {"start": 3613.26, "end": 3613.56, "word": " عليها", "probability": 0.6651611328125}, {"start": 3613.56, "end": 3613.8, "word": " هذي", "probability": 0.44970703125}, {"start": 3613.8, "end": 3614.16, "word": " مشكلة", "probability": 0.9088541666666666}, {"start": 3614.16, "end": 3614.5, "word": " فكرا", "probability": 0.539794921875}, {"start": 3614.5, "end": 3614.76, "word": " هذي", "probability": 0.8821614583333334}, {"start": 3614.76, "end": 3615.0, "word": " مشكلة", "probability": 0.9890950520833334}, {"start": 3615.0, "end": 3615.4, "word": " فيه", "probability": 0.5394287109375}, {"start": 3615.4, "end": 3615.76, "word": " يدلة", "probability": 0.552978515625}, {"start": 3615.76, "end": 3616.0, "word": " معاها،", "probability": 0.396484375}, {"start": 3616.0, "end": 3616.38, "word": " بذلك", "probability": 0.585693359375}, {"start": 3616.38, "end": 3617.38, "word": " نكمل", "probability": 0.9430338541666666}, {"start": 3617.38, "end": 3617.48, "word": " يا", "probability": 0.98876953125}, {"start": 3617.48, "end": 3617.94, "word": " سبايا", "probability": 0.695556640625}, {"start": 3617.94, "end": 3618.4, "word": " كام", "probability": 0.74755859375}, {"start": 3618.4, "end": 3618.62, "word": " واحدة", "probability": 0.9928385416666666}, {"start": 3618.62, "end": 3619.24, "word": " أخدنا؟", "probability": 0.890380859375}, {"start": 3619.24, "end": 3620.0, "word": " الأول", "probability": 0.894287109375}], "temperature": 1.0}, {"id": 141, "seek": 365324, "start": 3628.56, "end": 3653.24, "text": "العشرة في المية اللى بتحوشها كل شهر فحاجات تقدر تساعدك علي انك تكبر العشرة في المية دول علشان تقدر تبني ثروة على المدى الطويل ولكن أهم حاجة و قبل ما تفكر في خطوط الاستثمار في أي شيء لازم تستثمر بحكمة لازم تفهم الشيء اللى انت تستثمر فيه ماتسألش صاحبك اللى على الأقوى ولا تسألني انا ولا تسأل اي حد في الشارع ازاي استثمر اسأل", "tokens": [6027, 3615, 8592, 25720, 8978, 9673, 10632, 13672, 7578, 39894, 5016, 2407, 8592, 11296, 28242, 13412, 3224, 2288, 6156, 5016, 26108, 9307, 6055, 28543, 2288, 6055, 3794, 995, 22488, 4117, 25894, 16472, 4117, 6055, 4117, 26890, 18863, 8592, 25720, 8978, 9673, 10632, 11778, 12610, 11203, 8592, 7649, 6055, 28543, 2288, 6055, 3555, 22653, 38637, 32887, 3660, 15844, 9673, 3215, 7578, 41950, 2407, 26895, 35525, 19452, 5551, 16095, 11331, 26108, 3660, 4032, 12174, 36150, 19446, 6055, 5172, 37983, 8978, 16490, 9566, 2407, 9566, 42963, 14851, 12984, 2304, 9640, 8978, 36632, 44049, 38207, 5296, 31377, 2304, 6055, 14851, 12984, 29973, 4724, 5016, 24793, 3660, 5296, 31377, 2304, 6055, 5172, 16095, 25124, 1829, 38207, 13672, 7578, 16472, 2655, 6055, 14851, 12984, 29973, 8978, 3224, 3714, 9307, 3794, 10721, 1211, 8592, 20328, 39319, 3555, 4117, 13672, 7578, 15844, 16247, 4587, 2407, 7578, 49429, 6055, 3794, 10721, 1211, 22653, 1975, 8315, 49429, 6055, 3794, 10721, 1211, 1975, 1829, 11331, 3215, 8978, 25124, 9640, 3615, 1975, 11622, 47302, 44713, 12984, 29973, 24525, 10721, 1211], "avg_logprob": -0.15467824950020695, "compression_ratio": 2.2007575757575757, "no_speech_prob": 0.0022182464599609375, "words": [{"start": 3628.56, "end": 3628.62, "word": "العشرة", "probability": 0.5704345703125}, {"start": 3628.62, "end": 3628.76, "word": " في", "probability": 0.443359375}, {"start": 3628.76, "end": 3629.1, "word": " المية", "probability": 0.941650390625}, {"start": 3629.1, "end": 3629.42, "word": " اللى", "probability": 0.80078125}, {"start": 3629.42, "end": 3630.24, "word": " بتحوشها", "probability": 0.806884765625}, {"start": 3630.24, "end": 3630.48, "word": " كل", "probability": 0.9716796875}, {"start": 3630.48, "end": 3630.86, "word": " شهر", "probability": 0.99365234375}, {"start": 3630.86, "end": 3631.68, "word": " فحاجات", "probability": 0.81365966796875}, {"start": 3631.68, "end": 3632.14, "word": " تقدر", "probability": 0.9366861979166666}, {"start": 3632.14, "end": 3632.64, "word": " تساعدك", "probability": 0.9876953125}, {"start": 3632.64, "end": 3632.8, "word": " علي", "probability": 0.546875}, {"start": 3632.8, "end": 3633.08, "word": " انك", "probability": 0.73046875}, {"start": 3633.08, "end": 3633.6, "word": " تكبر", "probability": 0.8917643229166666}, {"start": 3633.6, "end": 3634.06, "word": " العشرة", "probability": 0.8048502604166666}, {"start": 3634.06, "end": 3634.2, "word": " في", "probability": 0.9296875}, {"start": 3634.2, "end": 3634.44, "word": " المية", "probability": 0.9697265625}, {"start": 3634.44, "end": 3634.7, "word": " دول", "probability": 0.950927734375}, {"start": 3634.7, "end": 3635.34, "word": " علشان", "probability": 0.9348958333333334}, {"start": 3635.34, "end": 3635.78, "word": " تقدر", "probability": 0.8343098958333334}, {"start": 3635.78, "end": 3636.12, "word": " تبني", "probability": 0.9703776041666666}, {"start": 3636.12, "end": 3636.56, "word": " ثروة", "probability": 0.9573567708333334}, {"start": 3636.56, "end": 3636.76, "word": " على", "probability": 0.87890625}, {"start": 3636.76, "end": 3637.08, "word": " المدى", "probability": 0.9541015625}, {"start": 3637.08, "end": 3637.48, "word": " الطويل", "probability": 0.8644205729166666}, {"start": 3637.48, "end": 3638.04, "word": " ولكن", "probability": 0.84228515625}, {"start": 3638.04, "end": 3638.38, "word": " أهم", "probability": 0.77099609375}, {"start": 3638.38, "end": 3638.82, "word": " حاجة", "probability": 0.994140625}, {"start": 3638.82, "end": 3638.94, "word": " و", "probability": 0.95263671875}, {"start": 3638.94, "end": 3639.16, "word": " قبل", "probability": 0.861572265625}, {"start": 3639.16, "end": 3639.28, "word": " ما", "probability": 0.69970703125}, {"start": 3639.28, "end": 3639.7, "word": " تفكر", "probability": 0.9952799479166666}, {"start": 3639.7, "end": 3639.86, "word": " في", "probability": 0.75927734375}, {"start": 3639.86, "end": 3640.34, "word": " خطوط", "probability": 0.8548583984375}, {"start": 3640.34, "end": 3640.98, "word": " الاستثمار", "probability": 0.9236328125}, {"start": 3640.98, "end": 3641.16, "word": " في", "probability": 0.68212890625}, {"start": 3641.16, "end": 3641.38, "word": " أي", "probability": 0.60205078125}, {"start": 3641.38, "end": 3641.94, "word": " شيء", "probability": 0.869384765625}, {"start": 3641.94, "end": 3642.28, "word": " لازم", "probability": 0.8943684895833334}, {"start": 3642.28, "end": 3642.96, "word": " تستثمر", "probability": 0.9913330078125}, {"start": 3642.96, "end": 3643.6, "word": " بحكمة", "probability": 0.9708251953125}, {"start": 3643.6, "end": 3644.3, "word": " لازم", "probability": 0.9541015625}, {"start": 3644.3, "end": 3644.72, "word": " تفهم", "probability": 0.9767252604166666}, {"start": 3644.72, "end": 3645.2, "word": " الشيء", "probability": 0.7859700520833334}, {"start": 3645.2, "end": 3645.38, "word": " اللى", "probability": 0.97900390625}, {"start": 3645.38, "end": 3645.52, "word": " انت", "probability": 0.6962890625}, {"start": 3645.52, "end": 3646.14, "word": " تستثمر", "probability": 0.86810302734375}, {"start": 3646.14, "end": 3646.5, "word": " فيه", "probability": 0.984130859375}, {"start": 3646.5, "end": 3647.3, "word": " ماتسألش", "probability": 0.8787434895833334}, {"start": 3647.3, "end": 3647.7, "word": " صاحبك", "probability": 0.9783935546875}, {"start": 3647.7, "end": 3647.84, "word": " اللى", "probability": 0.937255859375}, {"start": 3647.84, "end": 3648.0, "word": " على", "probability": 0.8037109375}, {"start": 3648.0, "end": 3648.4, "word": " الأقوى", "probability": 0.820556640625}, {"start": 3648.4, "end": 3648.6, "word": " ولا", "probability": 0.93408203125}, {"start": 3648.6, "end": 3649.18, "word": " تسألني", "probability": 0.86806640625}, {"start": 3649.18, "end": 3649.42, "word": " انا", "probability": 0.7744140625}, {"start": 3649.42, "end": 3649.62, "word": " ولا", "probability": 0.97802734375}, {"start": 3649.62, "end": 3650.04, "word": " تسأل", "probability": 0.9842529296875}, {"start": 3650.04, "end": 3650.28, "word": " اي", "probability": 0.760009765625}, {"start": 3650.28, "end": 3650.64, "word": " حد", "probability": 0.995849609375}, {"start": 3650.64, "end": 3650.84, "word": " في", "probability": 0.833984375}, {"start": 3650.84, "end": 3651.32, "word": " الشارع", "probability": 0.9833984375}, {"start": 3651.32, "end": 3651.88, "word": " ازاي", "probability": 0.8328450520833334}, {"start": 3651.88, "end": 3652.46, "word": " استثمر", "probability": 0.828125}, {"start": 3652.46, "end": 3653.24, "word": " اسأل", "probability": 0.828125}], "temperature": 1.0}, {"id": 142, "seek": 368671, "start": 3657.05, "end": 3686.71, "text": "اللي بيعمله لازم لما تحط فلوسك تبقى فاهم كويس انت بتعمل ايه فمثلا من الحاجات اللي مشهورة دلوقتي هي ال bitcoin ال bitcoin شيء معظم الناس مش فاهمه فيه اي حاجة و ناس كتيرة جدا بتقولك يلا استثمر في ال bitcoin و ال bitcoin فيه مخاطرة كبيرة جدا و ممكن يضيعلك فلوسك ممين يوم و ليلة و هتلاقوا تفاصيل أكتر عن الاستثمار في كتاب الأب الغني و الأب الفقير اللي يفروض تتفرج عليه بعد الحلقة دي عشان تحقق أقصى استفادة من الحلقة أما القاعدة الرابطية", "tokens": [6027, 20292, 4724, 1829, 25957, 43761, 5296, 31377, 2304, 5296, 15042, 6055, 5016, 9566, 6156, 1211, 41779, 4117, 6055, 3555, 4587, 7578, 6156, 995, 16095, 9122, 45865, 3794, 16472, 2655, 39894, 25957, 1211, 1975, 1829, 3224, 6156, 2304, 12984, 15040, 9154, 21542, 26108, 9307, 13672, 1829, 37893, 3224, 13063, 3660, 11778, 1211, 30543, 31371, 39896, 2423, 24973, 2423, 24973, 44049, 38207, 20449, 19913, 2304, 2423, 8315, 3794, 37893, 6156, 995, 16095, 3224, 8978, 3224, 1975, 1829, 11331, 26108, 3660, 4032, 8717, 32277, 9122, 2655, 48923, 10874, 28259, 39894, 39648, 4117, 7251, 15040, 44713, 12984, 29973, 8978, 2423, 24973, 4032, 2423, 24973, 8978, 3224, 3714, 9778, 41193, 25720, 9122, 3555, 48923, 10874, 28259, 4032, 3714, 43020, 7251, 11242, 40228, 23275, 6156, 1211, 41779, 4117, 3714, 2304, 9957, 7251, 20498, 4032, 5296, 26895, 3660, 4032, 8032, 2655, 15040, 4587, 14407, 6055, 5172, 33546, 26895, 5551, 4117, 2655, 2288, 18871, 42963, 14851, 12984, 2304, 9640, 8978, 9122, 2655, 16758, 16247, 3555, 6024, 118, 22653, 4032, 16247, 3555, 27188, 4587, 13546, 13672, 1829, 7251, 5172, 32887, 11242, 6055, 2655, 5172, 47341, 47356, 39182, 21542, 1211, 28671, 11778, 1829, 6225, 8592, 7649, 6055, 5016, 4587, 4587, 5551, 4587, 9381, 7578, 44713, 5172, 18513, 3660, 9154, 21542, 1211, 28671, 5551, 15042, 25062, 995, 22488, 3660, 34892, 16758, 9566, 10632], "avg_logprob": -0.12828562673285743, "compression_ratio": 2.1123595505617976, "no_speech_prob": 0.0027523040771484375, "words": [{"start": 3657.05, "end": 3657.15, "word": "اللي", "probability": 0.39459228515625}, {"start": 3657.15, "end": 3657.59, "word": " بيعمله", "probability": 0.7891845703125}, {"start": 3657.59, "end": 3658.17, "word": " لازم", "probability": 0.95751953125}, {"start": 3658.17, "end": 3658.31, "word": " لما", "probability": 0.932373046875}, {"start": 3658.31, "end": 3658.65, "word": " تحط", "probability": 0.8688151041666666}, {"start": 3658.65, "end": 3659.17, "word": " فلوسك", "probability": 0.9730224609375}, {"start": 3659.17, "end": 3659.47, "word": " تبقى", "probability": 0.88623046875}, {"start": 3659.47, "end": 3659.85, "word": " فاهم", "probability": 0.9500325520833334}, {"start": 3659.85, "end": 3660.37, "word": " كويس", "probability": 0.95166015625}, {"start": 3660.37, "end": 3660.63, "word": " انت", "probability": 0.7392578125}, {"start": 3660.63, "end": 3661.09, "word": " بتعمل", "probability": 0.9884440104166666}, {"start": 3661.09, "end": 3661.37, "word": " ايه", "probability": 0.87548828125}, {"start": 3661.37, "end": 3662.01, "word": " فمثلا", "probability": 0.8331298828125}, {"start": 3662.01, "end": 3662.17, "word": " من", "probability": 0.8896484375}, {"start": 3662.17, "end": 3662.53, "word": " الحاجات", "probability": 0.994140625}, {"start": 3662.53, "end": 3662.67, "word": " اللي", "probability": 0.91845703125}, {"start": 3662.67, "end": 3663.03, "word": " مشهورة", "probability": 0.950927734375}, {"start": 3663.03, "end": 3663.39, "word": " دلوقتي", "probability": 0.870849609375}, {"start": 3663.39, "end": 3663.69, "word": " هي", "probability": 0.93408203125}, {"start": 3663.69, "end": 3663.93, "word": " ال", "probability": 0.955078125}, {"start": 3663.93, "end": 3664.35, "word": " bitcoin", "probability": 0.45458984375}, {"start": 3664.35, "end": 3664.91, "word": " ال", "probability": 0.8818359375}, {"start": 3664.91, "end": 3665.35, "word": " bitcoin", "probability": 0.892578125}, {"start": 3665.35, "end": 3665.93, "word": " شيء", "probability": 0.875}, {"start": 3665.93, "end": 3666.33, "word": " معظم", "probability": 0.9928385416666666}, {"start": 3666.33, "end": 3666.65, "word": " الناس", "probability": 0.9944661458333334}, {"start": 3666.65, "end": 3666.85, "word": " مش", "probability": 0.98486328125}, {"start": 3666.85, "end": 3667.19, "word": " فاهمه", "probability": 0.9521484375}, {"start": 3667.19, "end": 3667.41, "word": " فيه", "probability": 0.96923828125}, {"start": 3667.41, "end": 3667.67, "word": " اي", "probability": 0.83154296875}, {"start": 3667.67, "end": 3668.09, "word": " حاجة", "probability": 0.9973958333333334}, {"start": 3668.09, "end": 3668.39, "word": " و", "probability": 0.91552734375}, {"start": 3668.39, "end": 3668.55, "word": " ناس", "probability": 0.732666015625}, {"start": 3668.55, "end": 3668.87, "word": " كتيرة", "probability": 0.8235677083333334}, {"start": 3668.87, "end": 3669.15, "word": " جدا", "probability": 0.976318359375}, {"start": 3669.15, "end": 3669.69, "word": " بتقولك", "probability": 0.9833984375}, {"start": 3669.69, "end": 3669.93, "word": " يلا", "probability": 0.806396484375}, {"start": 3669.93, "end": 3670.33, "word": " استثمر", "probability": 0.9275716145833334}, {"start": 3670.33, "end": 3670.47, "word": " في", "probability": 0.8486328125}, {"start": 3670.47, "end": 3670.57, "word": " ال", "probability": 0.97412109375}, {"start": 3670.57, "end": 3670.95, "word": " bitcoin", "probability": 0.95556640625}, {"start": 3670.95, "end": 3671.33, "word": " و", "probability": 0.91015625}, {"start": 3671.33, "end": 3671.45, "word": " ال", "probability": 0.87890625}, {"start": 3671.45, "end": 3671.87, "word": " bitcoin", "probability": 0.9580078125}, {"start": 3671.87, "end": 3672.29, "word": " فيه", "probability": 0.712646484375}, {"start": 3672.29, "end": 3672.73, "word": " مخاطرة", "probability": 0.9539794921875}, {"start": 3672.73, "end": 3673.05, "word": " كبيرة", "probability": 0.9573567708333334}, {"start": 3673.05, "end": 3673.43, "word": " جدا", "probability": 0.997314453125}, {"start": 3673.43, "end": 3673.63, "word": " و", "probability": 0.99462890625}, {"start": 3673.63, "end": 3673.95, "word": " ممكن", "probability": 0.870849609375}, {"start": 3673.95, "end": 3674.55, "word": " يضيعلك", "probability": 0.9200439453125}, {"start": 3674.55, "end": 3675.07, "word": " فلوسك", "probability": 0.99267578125}, {"start": 3675.07, "end": 3675.43, "word": " ممين", "probability": 0.6625569661458334}, {"start": 3675.43, "end": 3675.69, "word": " يوم", "probability": 0.9892578125}, {"start": 3675.69, "end": 3675.87, "word": " و", "probability": 0.94677734375}, {"start": 3675.87, "end": 3676.25, "word": " ليلة", "probability": 0.8025716145833334}, {"start": 3676.25, "end": 3676.35, "word": " و", "probability": 0.8359375}, {"start": 3676.35, "end": 3676.71, "word": " هتلاقوا", "probability": 0.8580078125}, {"start": 3676.71, "end": 3677.11, "word": " تفاصيل", "probability": 0.98681640625}, {"start": 3677.11, "end": 3677.45, "word": " أكتر", "probability": 0.846435546875}, {"start": 3677.45, "end": 3677.61, "word": " عن", "probability": 0.908203125}, {"start": 3677.61, "end": 3678.19, "word": " الاستثمار", "probability": 0.9580078125}, {"start": 3678.19, "end": 3678.31, "word": " في", "probability": 0.85498046875}, {"start": 3678.31, "end": 3678.63, "word": " كتاب", "probability": 0.9855143229166666}, {"start": 3678.63, "end": 3678.97, "word": " الأب", "probability": 0.7218017578125}, {"start": 3678.97, "end": 3679.39, "word": " الغني", "probability": 0.953125}, {"start": 3679.39, "end": 3679.55, "word": " و", "probability": 0.72265625}, {"start": 3679.55, "end": 3679.79, "word": " الأب", "probability": 0.9052734375}, {"start": 3679.79, "end": 3680.29, "word": " الفقير", "probability": 0.9152018229166666}, {"start": 3680.29, "end": 3680.77, "word": " اللي", "probability": 0.946533203125}, {"start": 3680.77, "end": 3681.09, "word": " يفروض", "probability": 0.72747802734375}, {"start": 3681.09, "end": 3681.49, "word": " تتفرج", "probability": 0.9881591796875}, {"start": 3681.49, "end": 3681.71, "word": " عليه", "probability": 0.96337890625}, {"start": 3681.71, "end": 3681.91, "word": " بعد", "probability": 0.95654296875}, {"start": 3681.91, "end": 3682.33, "word": " الحلقة", "probability": 0.9861653645833334}, {"start": 3682.33, "end": 3682.67, "word": " دي", "probability": 0.903076171875}, {"start": 3682.67, "end": 3683.11, "word": " عشان", "probability": 0.8570963541666666}, {"start": 3683.11, "end": 3683.63, "word": " تحقق", "probability": 0.98046875}, {"start": 3683.63, "end": 3684.07, "word": " أقصى", "probability": 0.8973388671875}, {"start": 3684.07, "end": 3684.77, "word": " استفادة", "probability": 0.957275390625}, {"start": 3684.77, "end": 3685.01, "word": " من", "probability": 0.83740234375}, {"start": 3685.01, "end": 3685.89, "word": " الحلقة", "probability": 0.939453125}, {"start": 3685.89, "end": 3686.17, "word": " أما", "probability": 0.81494140625}, {"start": 3686.17, "end": 3686.57, "word": " القاعدة", "probability": 0.9654541015625}, {"start": 3686.57, "end": 3686.71, "word": " الرابطية", "probability": 0.7213134765625}], "temperature": 1.0}, {"id": 143, "seek": 371615, "start": 3687.51, "end": 3716.15, "text": "ملخص القاعدة التالتة إنه أنت بالبداية دخلت 10% طبعا النسبة اللي بدك هي من راتبك صح؟ 10% هاي بعد 10% plus 10% plus 10% كوّنتلك يعني مبلغ محترم صح؟ ليش مادة المبلغ تستثمر فيه؟ بس إذا بدك تستثمر فيه، بدك كوني حكيمة بالاستثمار تستثمر بشغل انت بتفهم فيها، مش ما بتفهم فيها عشان تقدر تتابع أمورها، طبعا؟ خُد يبقى لك منابط يستوي عبادتك مش صح؟ أه، لازم يكون الاشي متزم يعني", "tokens": [2304, 1211, 9778, 9381, 25062, 995, 22488, 3660, 16712, 6027, 2655, 3660, 36145, 3224, 14739, 2655, 20666, 3555, 28259, 10632, 11778, 9778, 1211, 2655, 1266, 4, 23032, 3555, 3615, 995, 2423, 1863, 35457, 3660, 13672, 1829, 47525, 4117, 39896, 9154, 12602, 9307, 3555, 4117, 20328, 5016, 22807, 1266, 4, 8032, 47302, 39182, 1266, 4, 1804, 1266, 4, 1804, 1266, 4, 9122, 2407, 11703, 29399, 23275, 37495, 22653, 3714, 36150, 17082, 3714, 33753, 2288, 2304, 20328, 5016, 22807, 32239, 8592, 3714, 18513, 3660, 9673, 36150, 17082, 6055, 14851, 12984, 29973, 8978, 3224, 22807, 4724, 3794, 11933, 15730, 47525, 4117, 6055, 14851, 12984, 29973, 8978, 3224, 12399, 47525, 4117, 9122, 11536, 1829, 11331, 4117, 32640, 3660, 20666, 995, 14851, 12984, 2304, 9640, 6055, 14851, 12984, 29973, 4724, 8592, 17082, 1211, 16472, 2655, 39894, 5172, 16095, 8978, 11296, 12399, 37893, 19446, 39894, 5172, 16095, 8978, 11296, 6225, 8592, 7649, 6055, 28543, 2288, 6055, 2655, 16758, 3615, 5551, 2304, 13063, 11296, 12399, 23032, 3555, 3615, 995, 22807, 16490, 10859, 3215, 7251, 3555, 4587, 7578, 5296, 4117, 3714, 8315, 3555, 9566, 7251, 14851, 45865, 6225, 3555, 18513, 2655, 4117, 37893, 20328, 5016, 22807, 5551, 3224, 12399, 5296, 31377, 2304, 7251, 30544, 2423, 33599, 1829, 44650, 11622, 2304, 37495, 22653], "avg_logprob": -0.2373475574865574, "compression_ratio": 2.0158227848101267, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 3687.51, "end": 3687.99, "word": "ملخص", "probability": 0.8896484375}, {"start": 3687.99, "end": 3688.33, "word": " القاعدة", "probability": 0.8922119140625}, {"start": 3688.33, "end": 3688.73, "word": " التالتة", "probability": 0.8326416015625}, {"start": 3688.73, "end": 3688.95, "word": " إنه", "probability": 0.4208984375}, {"start": 3688.95, "end": 3689.13, "word": " أنت", "probability": 0.72802734375}, {"start": 3689.13, "end": 3689.73, "word": " بالبداية", "probability": 0.865966796875}, {"start": 3689.73, "end": 3690.05, "word": " دخلت", "probability": 0.8944091796875}, {"start": 3690.05, "end": 3690.23, "word": " 10", "probability": 0.7568359375}, {"start": 3690.23, "end": 3690.67, "word": "%", "probability": 0.94287109375}, {"start": 3690.67, "end": 3691.25, "word": " طبعا", "probability": 0.9239501953125}, {"start": 3691.25, "end": 3691.59, "word": " النسبة", "probability": 0.6470947265625}, {"start": 3691.59, "end": 3691.67, "word": " اللي", "probability": 0.898681640625}, {"start": 3691.67, "end": 3691.87, "word": " بدك", "probability": 0.894775390625}, {"start": 3691.87, "end": 3691.99, "word": " هي", "probability": 0.79833984375}, {"start": 3691.99, "end": 3692.19, "word": " من", "probability": 0.2232666015625}, {"start": 3692.19, "end": 3692.61, "word": " راتبك", "probability": 0.883544921875}, {"start": 3692.61, "end": 3693.33, "word": " صح؟", "probability": 0.7340494791666666}, {"start": 3693.33, "end": 3693.63, "word": " 10", "probability": 0.63818359375}, {"start": 3693.63, "end": 3694.07, "word": "%", "probability": 0.99169921875}, {"start": 3694.07, "end": 3694.45, "word": " هاي", "probability": 0.70849609375}, {"start": 3694.45, "end": 3694.93, "word": " بعد", "probability": 0.93798828125}, {"start": 3694.93, "end": 3695.69, "word": " 10", "probability": 0.94287109375}, {"start": 3695.69, "end": 3696.07, "word": "%", "probability": 0.984375}, {"start": 3696.07, "end": 3696.27, "word": " plus", "probability": 0.458740234375}, {"start": 3696.27, "end": 3696.45, "word": " 10", "probability": 0.97021484375}, {"start": 3696.45, "end": 3696.73, "word": "%", "probability": 0.9921875}, {"start": 3696.73, "end": 3696.93, "word": " plus", "probability": 0.9658203125}, {"start": 3696.93, "end": 3697.09, "word": " 10", "probability": 0.95751953125}, {"start": 3697.09, "end": 3697.31, "word": "%", "probability": 0.9912109375}, {"start": 3697.31, "end": 3697.99, "word": " كوّنتلك", "probability": 0.74990234375}, {"start": 3697.99, "end": 3698.47, "word": " يعني", "probability": 0.93310546875}, {"start": 3698.47, "end": 3698.71, "word": " مبلغ", "probability": 0.9912109375}, {"start": 3698.71, "end": 3699.07, "word": " محترم", "probability": 0.971923828125}, {"start": 3699.07, "end": 3699.65, "word": " صح؟", "probability": 0.9378255208333334}, {"start": 3699.65, "end": 3699.79, "word": " ليش", "probability": 0.979248046875}, {"start": 3699.79, "end": 3700.01, "word": " مادة", "probability": 0.6219889322916666}, {"start": 3700.01, "end": 3700.37, "word": " المبلغ", "probability": 0.9954427083333334}, {"start": 3700.37, "end": 3700.83, "word": " تستثمر", "probability": 0.98876953125}, {"start": 3700.83, "end": 3701.53, "word": " فيه؟", "probability": 0.9352213541666666}, {"start": 3701.53, "end": 3701.69, "word": " بس", "probability": 0.993408203125}, {"start": 3701.69, "end": 3701.85, "word": " إذا", "probability": 0.98486328125}, {"start": 3701.85, "end": 3702.03, "word": " بدك", "probability": 0.934326171875}, {"start": 3702.03, "end": 3702.43, "word": " تستثمر", "probability": 0.995361328125}, {"start": 3702.43, "end": 3702.87, "word": " فيه،", "probability": 0.7976888020833334}, {"start": 3702.87, "end": 3703.15, "word": " بدك", "probability": 0.790283203125}, {"start": 3703.15, "end": 3703.57, "word": " كوني", "probability": 0.77685546875}, {"start": 3703.57, "end": 3704.11, "word": " حكيمة", "probability": 0.98388671875}, {"start": 3704.11, "end": 3704.73, "word": " بالاستثمار", "probability": 0.982421875}, {"start": 3704.73, "end": 3705.17, "word": " تستثمر", "probability": 0.876953125}, {"start": 3705.17, "end": 3705.59, "word": " بشغل", "probability": 0.8740234375}, {"start": 3705.59, "end": 3706.51, "word": " انت", "probability": 0.747802734375}, {"start": 3706.51, "end": 3706.95, "word": " بتفهم", "probability": 0.978515625}, {"start": 3706.95, "end": 3707.51, "word": " فيها،", "probability": 0.7869466145833334}, {"start": 3707.51, "end": 3707.57, "word": " مش", "probability": 0.74462890625}, {"start": 3707.57, "end": 3707.67, "word": " ما", "probability": 0.53125}, {"start": 3707.67, "end": 3707.93, "word": " بتفهم", "probability": 0.9222005208333334}, {"start": 3707.93, "end": 3708.33, "word": " فيها", "probability": 0.931640625}, {"start": 3708.33, "end": 3708.85, "word": " عشان", "probability": 0.9694010416666666}, {"start": 3708.85, "end": 3709.25, "word": " تقدر", "probability": 0.91796875}, {"start": 3709.25, "end": 3709.97, "word": " تتابع", "probability": 0.9293212890625}, {"start": 3709.97, "end": 3711.07, "word": " أمورها،", "probability": 0.9111328125}, {"start": 3711.07, "end": 3711.65, "word": " طبعا؟", "probability": 0.85712890625}, {"start": 3711.65, "end": 3711.85, "word": " خُد", "probability": 0.3048502604166667}, {"start": 3711.85, "end": 3712.03, "word": " يبقى", "probability": 0.69805908203125}, {"start": 3712.03, "end": 3712.19, "word": " لك", "probability": 0.5479736328125}, {"start": 3712.19, "end": 3712.53, "word": " منابط", "probability": 0.48443603515625}, {"start": 3712.53, "end": 3712.91, "word": " يستوي", "probability": 0.5476481119791666}, {"start": 3712.91, "end": 3713.31, "word": " عبادتك", "probability": 0.72138671875}, {"start": 3713.31, "end": 3713.51, "word": " مش", "probability": 0.339599609375}, {"start": 3713.51, "end": 3714.09, "word": " صح؟", "probability": 0.806396484375}, {"start": 3714.09, "end": 3715.05, "word": " أه،", "probability": 0.8212890625}, {"start": 3715.05, "end": 3715.25, "word": " لازم", "probability": 0.8185221354166666}, {"start": 3715.25, "end": 3715.45, "word": " يكون", "probability": 0.748046875}, {"start": 3715.45, "end": 3715.61, "word": " الاشي", "probability": 0.7408040364583334}, {"start": 3715.61, "end": 3715.95, "word": " متزم", "probability": 0.7364095052083334}, {"start": 3715.95, "end": 3716.15, "word": " يعني", "probability": 0.865478515625}], "temperature": 1.0}, {"id": 144, "seek": 373521, "start": 3719.03, "end": 3735.21, "text": "لازم تحول انك تملك بيتك لازم انك مع الوقت تقدر انك تجيب البيت الخاص بيك لان دي من الحاجات المهمة جدا على المدى الطويل ولكن حاول في نفس الوقت انك ما تحطش كل فلوسك في البيت الشي اللي احنا بتكلمي عليه في كتاب الأب الغني", "tokens": [1211, 31377, 2304, 6055, 5016, 12610, 16472, 4117, 46811, 23275, 4724, 36081, 4117, 5296, 31377, 2304, 16472, 4117, 20449, 2423, 30543, 2655, 6055, 28543, 2288, 16472, 4117, 6055, 7435, 1829, 3555, 2423, 21292, 2655, 33962, 33546, 4724, 1829, 4117, 5296, 7649, 11778, 1829, 9154, 21542, 26108, 9307, 9673, 16095, 3660, 10874, 28259, 15844, 9673, 3215, 7578, 41950, 2407, 26895, 35525, 19452, 11331, 995, 12610, 8978, 8717, 36178, 2423, 30543, 2655, 16472, 4117, 19446, 6055, 5016, 9566, 8592, 28242, 6156, 1211, 41779, 4117, 8978, 2423, 21292, 2655, 25124, 1829, 13672, 1829, 1975, 5016, 8315, 39894, 4117, 19528, 1829, 47356, 8978, 9122, 2655, 16758, 16247, 3555, 6024, 118, 22653], "avg_logprob": -0.16406250524300117, "compression_ratio": 2.010362694300518, "no_speech_prob": 0.002960205078125, "words": [{"start": 3719.0299999999997, "end": 3719.79, "word": "لازم", "probability": 0.6454264322916666}, {"start": 3719.79, "end": 3720.17, "word": " تحول", "probability": 0.8030598958333334}, {"start": 3720.17, "end": 3720.47, "word": " انك", "probability": 0.6640625}, {"start": 3720.47, "end": 3720.85, "word": " تملك", "probability": 0.74609375}, {"start": 3720.85, "end": 3721.35, "word": " بيتك", "probability": 0.9736328125}, {"start": 3721.35, "end": 3721.95, "word": " لازم", "probability": 0.85107421875}, {"start": 3721.95, "end": 3722.25, "word": " انك", "probability": 0.95947265625}, {"start": 3722.25, "end": 3722.41, "word": " مع", "probability": 0.94921875}, {"start": 3722.41, "end": 3722.85, "word": " الوقت", "probability": 0.9777018229166666}, {"start": 3722.85, "end": 3723.35, "word": " تقدر", "probability": 0.98779296875}, {"start": 3723.35, "end": 3723.65, "word": " انك", "probability": 0.8935546875}, {"start": 3723.65, "end": 3724.01, "word": " تجيب", "probability": 0.9940185546875}, {"start": 3724.01, "end": 3724.51, "word": " البيت", "probability": 0.9796549479166666}, {"start": 3724.51, "end": 3724.97, "word": " الخاص", "probability": 0.950927734375}, {"start": 3724.97, "end": 3725.39, "word": " بيك", "probability": 0.9847005208333334}, {"start": 3725.39, "end": 3725.77, "word": " لان", "probability": 0.72216796875}, {"start": 3725.77, "end": 3725.99, "word": " دي", "probability": 0.9384765625}, {"start": 3725.99, "end": 3726.05, "word": " من", "probability": 0.9716796875}, {"start": 3726.05, "end": 3726.47, "word": " الحاجات", "probability": 0.9895833333333334}, {"start": 3726.47, "end": 3727.15, "word": " المهمة", "probability": 0.9783528645833334}, {"start": 3727.15, "end": 3727.45, "word": " جدا", "probability": 0.972900390625}, {"start": 3727.45, "end": 3727.67, "word": " على", "probability": 0.86767578125}, {"start": 3727.67, "end": 3728.01, "word": " المدى", "probability": 0.9563802083333334}, {"start": 3728.01, "end": 3728.39, "word": " الطويل", "probability": 0.8753255208333334}, {"start": 3728.39, "end": 3728.89, "word": " ولكن", "probability": 0.76123046875}, {"start": 3728.89, "end": 3729.29, "word": " حاول", "probability": 0.9895833333333334}, {"start": 3729.29, "end": 3729.43, "word": " في", "probability": 0.8974609375}, {"start": 3729.43, "end": 3729.67, "word": " نفس", "probability": 0.998291015625}, {"start": 3729.67, "end": 3730.13, "word": " الوقت", "probability": 0.9873046875}, {"start": 3730.13, "end": 3730.45, "word": " انك", "probability": 0.929931640625}, {"start": 3730.45, "end": 3730.53, "word": " ما", "probability": 0.351806640625}, {"start": 3730.53, "end": 3731.13, "word": " تحطش", "probability": 0.7950439453125}, {"start": 3731.13, "end": 3731.43, "word": " كل", "probability": 0.99072265625}, {"start": 3731.43, "end": 3731.95, "word": " فلوسك", "probability": 0.9146728515625}, {"start": 3731.95, "end": 3732.05, "word": " في", "probability": 0.93408203125}, {"start": 3732.05, "end": 3732.53, "word": " البيت", "probability": 0.9635416666666666}, {"start": 3732.53, "end": 3733.13, "word": " الشي", "probability": 0.6187744140625}, {"start": 3733.13, "end": 3733.27, "word": " اللي", "probability": 0.61669921875}, {"start": 3733.27, "end": 3733.39, "word": " احنا", "probability": 0.9085286458333334}, {"start": 3733.39, "end": 3733.91, "word": " بتكلمي", "probability": 0.69525146484375}, {"start": 3733.91, "end": 3734.13, "word": " عليه", "probability": 0.935546875}, {"start": 3734.13, "end": 3734.27, "word": " في", "probability": 0.521484375}, {"start": 3734.27, "end": 3734.49, "word": " كتاب", "probability": 0.9884440104166666}, {"start": 3734.49, "end": 3734.81, "word": " الأب", "probability": 0.776611328125}, {"start": 3734.81, "end": 3735.21, "word": " الغني", "probability": 0.9527994791666666}], "temperature": 1.0}, {"id": 145, "seek": 377175, "start": 3743.87, "end": 3771.75, "text": "طبعا هو .. هو .. هو هنا ليش اختار البيت لإنه يعني في عدد كبير من الناس بدفعوا أجارة البيوت فإنت بدل ما .. كل مرة ترفع 200 دولار أو يزيد لأجار البيت لأ هدول أنا يعني بوفرهم لنفسي و بكون إيلي بيت الخاص يعني من ضمن خططك إن مستقبلي يكون عندك بيت ملكي بالظبط تبحث .. يعني تخفف الأعباء اللي بتدفعها للأجارة تتجنب الديون لازم الواحد يتجنب تماما يحط نفسه في أي نوع من الديون الناس اللي بتحط فلوسها في قاردة عشان", "tokens": [9566, 3555, 3615, 995, 31439, 4386, 31439, 4386, 31439, 34105, 32239, 8592, 1975, 46456, 9640, 2423, 21292, 2655, 5296, 28814, 1863, 3224, 37495, 22653, 8978, 6225, 3215, 3215, 9122, 3555, 13546, 9154, 2423, 8315, 3794, 47525, 5172, 3615, 14407, 5551, 7435, 9640, 3660, 2423, 21292, 35473, 6156, 28814, 29399, 47525, 1211, 19446, 4386, 28242, 3714, 25720, 6055, 28480, 3615, 2331, 11778, 12610, 9640, 34051, 7251, 11622, 25708, 5296, 10721, 7435, 9640, 2423, 21292, 2655, 5296, 10721, 8032, 3215, 12610, 41850, 37495, 22653, 4724, 38688, 2288, 16095, 5296, 1863, 36178, 1829, 4032, 4724, 30544, 11933, 1829, 20292, 4724, 36081, 33962, 33546, 37495, 22653, 9154, 48812, 27842, 16490, 9566, 9566, 4117, 36145, 3714, 14851, 4587, 3555, 20292, 7251, 30544, 43242, 4117, 4724, 36081, 3714, 23275, 1829, 20666, 19913, 3555, 9566, 6055, 49628, 12984, 4386, 37495, 22653, 6055, 9778, 5172, 5172, 16247, 3615, 3555, 16606, 13672, 1829, 39894, 3215, 5172, 3615, 11296, 24976, 10721, 7435, 9640, 3660, 6055, 2655, 7435, 1863, 3555, 32748, 1829, 11536, 5296, 31377, 2304, 2423, 14407, 24401, 7251, 2655, 7435, 1863, 3555, 46811, 10943, 995, 7251, 5016, 9566, 8717, 36178, 3224, 8978, 36632, 8717, 45367, 9154, 32748, 1829, 11536, 2423, 8315, 3794, 13672, 1829, 39894, 5016, 9566, 6156, 1211, 41779, 11296, 8978, 12174, 9640, 41891, 6225, 8592, 7649], "avg_logprob": -0.1604166627639816, "compression_ratio": 2.115727002967359, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 3743.87, "end": 3744.25, "word": "طبعا", "probability": 0.9676513671875}, {"start": 3744.25, "end": 3744.49, "word": " هو", "probability": 0.77734375}, {"start": 3744.49, "end": 3744.61, "word": " ..", "probability": 0.7978515625}, {"start": 3744.61, "end": 3745.15, "word": " هو", "probability": 0.96484375}, {"start": 3745.15, "end": 3745.27, "word": " ..", "probability": 0.55810546875}, {"start": 3745.27, "end": 3745.27, "word": " هو", "probability": 0.70263671875}, {"start": 3745.27, "end": 3745.41, "word": " هنا", "probability": 0.87744140625}, {"start": 3745.41, "end": 3745.59, "word": " ليش", "probability": 0.95849609375}, {"start": 3745.59, "end": 3745.85, "word": " اختار", "probability": 0.8771158854166666}, {"start": 3745.85, "end": 3746.17, "word": " البيت", "probability": 0.9248046875}, {"start": 3746.17, "end": 3746.93, "word": " لإنه", "probability": 0.8575439453125}, {"start": 3746.93, "end": 3747.31, "word": " يعني", "probability": 0.92138671875}, {"start": 3747.31, "end": 3747.57, "word": " في", "probability": 0.81005859375}, {"start": 3747.57, "end": 3747.85, "word": " عدد", "probability": 0.9353841145833334}, {"start": 3747.85, "end": 3748.29, "word": " كبير", "probability": 0.9972330729166666}, {"start": 3748.29, "end": 3748.43, "word": " من", "probability": 0.9921875}, {"start": 3748.43, "end": 3748.87, "word": " الناس", "probability": 0.9903971354166666}, {"start": 3748.87, "end": 3749.39, "word": " بدفعوا", "probability": 0.7568359375}, {"start": 3749.39, "end": 3749.65, "word": " أجارة", "probability": 0.9339599609375}, {"start": 3749.65, "end": 3749.99, "word": " البيوت", "probability": 0.828125}, {"start": 3749.99, "end": 3750.27, "word": " فإنت", "probability": 0.7356770833333334}, {"start": 3750.27, "end": 3750.51, "word": " بدل", "probability": 0.950439453125}, {"start": 3750.51, "end": 3750.67, "word": " ما", "probability": 0.8759765625}, {"start": 3750.67, "end": 3750.83, "word": " ..", "probability": 0.395263671875}, {"start": 3750.83, "end": 3751.01, "word": " كل", "probability": 0.9453125}, {"start": 3751.01, "end": 3751.21, "word": " مرة", "probability": 0.92529296875}, {"start": 3751.21, "end": 3751.67, "word": " ترفع", "probability": 0.9713541666666666}, {"start": 3751.67, "end": 3752.25, "word": " 200", "probability": 0.7587890625}, {"start": 3752.25, "end": 3752.53, "word": " دولار", "probability": 0.953125}, {"start": 3752.53, "end": 3752.75, "word": " أو", "probability": 0.951171875}, {"start": 3752.75, "end": 3753.21, "word": " يزيد", "probability": 0.9729817708333334}, {"start": 3753.21, "end": 3753.63, "word": " لأجار", "probability": 0.9901123046875}, {"start": 3753.63, "end": 3753.97, "word": " البيت", "probability": 0.9527994791666666}, {"start": 3753.97, "end": 3754.13, "word": " لأ", "probability": 0.94677734375}, {"start": 3754.13, "end": 3754.39, "word": " هدول", "probability": 0.8771158854166666}, {"start": 3754.39, "end": 3754.71, "word": " أنا", "probability": 0.35693359375}, {"start": 3754.71, "end": 3755.63, "word": " يعني", "probability": 0.915283203125}, {"start": 3755.63, "end": 3756.11, "word": " بوفرهم", "probability": 0.933837890625}, {"start": 3756.11, "end": 3756.69, "word": " لنفسي", "probability": 0.9866943359375}, {"start": 3756.69, "end": 3756.85, "word": " و", "probability": 0.81640625}, {"start": 3756.85, "end": 3757.15, "word": " بكون", "probability": 0.98193359375}, {"start": 3757.15, "end": 3757.31, "word": " إيلي", "probability": 0.6795247395833334}, {"start": 3757.31, "end": 3757.47, "word": " بيت", "probability": 0.9833984375}, {"start": 3757.47, "end": 3757.97, "word": " الخاص", "probability": 0.853515625}, {"start": 3757.97, "end": 3758.37, "word": " يعني", "probability": 0.8623046875}, {"start": 3758.37, "end": 3758.53, "word": " من", "probability": 0.1717529296875}, {"start": 3758.53, "end": 3758.71, "word": " ضمن", "probability": 0.873779296875}, {"start": 3758.71, "end": 3759.19, "word": " خططك", "probability": 0.848876953125}, {"start": 3759.19, "end": 3759.27, "word": " إن", "probability": 0.54833984375}, {"start": 3759.27, "end": 3759.75, "word": " مستقبلي", "probability": 0.788671875}, {"start": 3759.75, "end": 3760.03, "word": " يكون", "probability": 0.944580078125}, {"start": 3760.03, "end": 3760.35, "word": " عندك", "probability": 0.978271484375}, {"start": 3760.35, "end": 3760.53, "word": " بيت", "probability": 0.4996337890625}, {"start": 3760.53, "end": 3760.95, "word": " ملكي", "probability": 0.5177408854166666}, {"start": 3760.95, "end": 3761.23, "word": " بالظبط", "probability": 0.789794921875}, {"start": 3761.23, "end": 3761.83, "word": " تبحث", "probability": 0.7057291666666666}, {"start": 3761.83, "end": 3761.97, "word": " ..", "probability": 0.83740234375}, {"start": 3761.97, "end": 3762.31, "word": " يعني", "probability": 0.96484375}, {"start": 3762.31, "end": 3762.73, "word": " تخفف", "probability": 0.9705810546875}, {"start": 3762.73, "end": 3763.33, "word": " الأعباء", "probability": 0.982177734375}, {"start": 3763.33, "end": 3763.51, "word": " اللي", "probability": 0.844970703125}, {"start": 3763.51, "end": 3763.93, "word": " بتدفعها", "probability": 0.96015625}, {"start": 3763.93, "end": 3764.35, "word": " للأجارة", "probability": 0.90341796875}, {"start": 3764.35, "end": 3764.65, "word": " تتجنب", "probability": 0.85205078125}, {"start": 3764.65, "end": 3765.21, "word": " الديون", "probability": 0.90185546875}, {"start": 3765.21, "end": 3765.71, "word": " لازم", "probability": 0.9158528645833334}, {"start": 3765.71, "end": 3766.07, "word": " الواحد", "probability": 0.98486328125}, {"start": 3766.07, "end": 3766.77, "word": " يتجنب", "probability": 0.993359375}, {"start": 3766.77, "end": 3767.29, "word": " تماما", "probability": 0.9921875}, {"start": 3767.29, "end": 3767.81, "word": " يحط", "probability": 0.8101399739583334}, {"start": 3767.81, "end": 3768.25, "word": " نفسه", "probability": 0.8771158854166666}, {"start": 3768.25, "end": 3768.47, "word": " في", "probability": 0.94091796875}, {"start": 3768.47, "end": 3768.71, "word": " أي", "probability": 0.8486328125}, {"start": 3768.71, "end": 3768.99, "word": " نوع", "probability": 0.9970703125}, {"start": 3768.99, "end": 3769.15, "word": " من", "probability": 0.99658203125}, {"start": 3769.15, "end": 3769.61, "word": " الديون", "probability": 0.8338216145833334}, {"start": 3769.61, "end": 3770.21, "word": " الناس", "probability": 0.9783528645833334}, {"start": 3770.21, "end": 3770.33, "word": " اللي", "probability": 0.97119140625}, {"start": 3770.33, "end": 3770.69, "word": " بتحط", "probability": 0.9539388020833334}, {"start": 3770.69, "end": 3771.07, "word": " فلوسها", "probability": 0.923583984375}, {"start": 3771.07, "end": 3771.19, "word": " في", "probability": 0.88037109375}, {"start": 3771.19, "end": 3771.47, "word": " قاردة", "probability": 0.775146484375}, {"start": 3771.47, "end": 3771.75, "word": " عشان", "probability": 0.9646809895833334}], "temperature": 1.0}, {"id": 146, "seek": 379453, "start": 3775.63, "end": 3794.53, "text": "أو الناس اللى بتدفع من غير سيطرة من بطاقة ال credit card و بتحط نفسها في مواقف تخليها مش قادرة تسدد الفلوس اللى عليها الشخص اللى فعلا عايز يكون غانى على المدى الطويل لازم يتجنب على قد ما يقدر أنه يكون مديون لأى حد أما القانع الأساسي طبعا هنا ليش أخد بعين اعتبار ديون لإنه لإنه", "tokens": [10721, 2407, 2423, 8315, 3794, 13672, 7578, 39894, 3215, 5172, 3615, 9154, 32771, 13546, 8608, 1829, 9566, 25720, 9154, 4724, 9566, 995, 28671, 2423, 5397, 2920, 4032, 39894, 5016, 9566, 8717, 36178, 11296, 8978, 3714, 14407, 4587, 5172, 6055, 9778, 20292, 11296, 37893, 12174, 18513, 25720, 6055, 3794, 3215, 3215, 27188, 1211, 41779, 13672, 7578, 25894, 11296, 25124, 9778, 9381, 13672, 7578, 6156, 3615, 15040, 6225, 47302, 11622, 7251, 30544, 32771, 7649, 7578, 15844, 9673, 3215, 7578, 41950, 2407, 26895, 5296, 31377, 2304, 7251, 2655, 7435, 1863, 3555, 15844, 12174, 3215, 19446, 7251, 28543, 2288, 14739, 3224, 7251, 30544, 3714, 16254, 11536, 5296, 10721, 7578, 11331, 3215, 5551, 15042, 25062, 7649, 3615, 16247, 3794, 32277, 1829, 23032, 3555, 3615, 995, 34105, 32239, 8592, 5551, 9778, 3215, 45030, 9957, 1975, 34268, 3555, 9640, 11778, 1829, 11536, 5296, 28814, 1863, 3224, 5296, 28814, 1863, 3224], "avg_logprob": -0.13628471746212906, "compression_ratio": 1.8517110266159695, "no_speech_prob": 5.310773849487305e-05, "words": [{"start": 3775.63, "end": 3775.87, "word": "أو", "probability": 0.75732421875}, {"start": 3775.87, "end": 3776.13, "word": " الناس", "probability": 0.9510091145833334}, {"start": 3776.13, "end": 3776.25, "word": " اللى", "probability": 0.6767578125}, {"start": 3776.25, "end": 3776.63, "word": " بتدفع", "probability": 0.9837646484375}, {"start": 3776.63, "end": 3776.75, "word": " من", "probability": 0.9775390625}, {"start": 3776.75, "end": 3776.95, "word": " غير", "probability": 0.99609375}, {"start": 3776.95, "end": 3777.31, "word": " سيطرة", "probability": 0.9483642578125}, {"start": 3777.31, "end": 3777.45, "word": " من", "probability": 0.71484375}, {"start": 3777.45, "end": 3777.73, "word": " بطاقة", "probability": 0.84912109375}, {"start": 3777.73, "end": 3777.87, "word": " ال", "probability": 0.974609375}, {"start": 3777.87, "end": 3778.09, "word": " credit", "probability": 0.82373046875}, {"start": 3778.09, "end": 3778.47, "word": " card", "probability": 0.919921875}, {"start": 3778.47, "end": 3778.81, "word": " و", "probability": 0.67578125}, {"start": 3778.81, "end": 3779.17, "word": " بتحط", "probability": 0.7682291666666666}, {"start": 3779.17, "end": 3779.59, "word": " نفسها", "probability": 0.9933268229166666}, {"start": 3779.59, "end": 3779.75, "word": " في", "probability": 0.82177734375}, {"start": 3779.75, "end": 3780.17, "word": " مواقف", "probability": 0.9638671875}, {"start": 3780.17, "end": 3780.71, "word": " تخليها", "probability": 0.9539794921875}, {"start": 3780.71, "end": 3780.93, "word": " مش", "probability": 0.99658203125}, {"start": 3780.93, "end": 3781.27, "word": " قادرة", "probability": 0.9562174479166666}, {"start": 3781.27, "end": 3781.81, "word": " تسدد", "probability": 0.9549560546875}, {"start": 3781.81, "end": 3782.31, "word": " الفلوس", "probability": 0.89306640625}, {"start": 3782.31, "end": 3782.45, "word": " اللى", "probability": 0.97119140625}, {"start": 3782.45, "end": 3782.85, "word": " عليها", "probability": 0.970703125}, {"start": 3782.85, "end": 3783.43, "word": " الشخص", "probability": 0.9793294270833334}, {"start": 3783.43, "end": 3783.59, "word": " اللى", "probability": 0.991943359375}, {"start": 3783.59, "end": 3783.87, "word": " فعلا", "probability": 0.9679361979166666}, {"start": 3783.87, "end": 3784.21, "word": " عايز", "probability": 0.95654296875}, {"start": 3784.21, "end": 3784.49, "word": " يكون", "probability": 0.99462890625}, {"start": 3784.49, "end": 3784.81, "word": " غانى", "probability": 0.80517578125}, {"start": 3784.81, "end": 3784.97, "word": " على", "probability": 0.88232421875}, {"start": 3784.97, "end": 3785.27, "word": " المدى", "probability": 0.8492838541666666}, {"start": 3785.27, "end": 3785.71, "word": " الطويل", "probability": 0.7764485677083334}, {"start": 3785.71, "end": 3786.31, "word": " لازم", "probability": 0.9791666666666666}, {"start": 3786.31, "end": 3786.87, "word": " يتجنب", "probability": 0.9896484375}, {"start": 3786.87, "end": 3787.01, "word": " على", "probability": 0.94091796875}, {"start": 3787.01, "end": 3787.25, "word": " قد", "probability": 0.975830078125}, {"start": 3787.25, "end": 3787.39, "word": " ما", "probability": 0.96142578125}, {"start": 3787.39, "end": 3787.75, "word": " يقدر", "probability": 0.9944661458333334}, {"start": 3787.75, "end": 3788.09, "word": " أنه", "probability": 0.7049560546875}, {"start": 3788.09, "end": 3788.45, "word": " يكون", "probability": 0.994873046875}, {"start": 3788.45, "end": 3788.99, "word": " مديون", "probability": 0.9661458333333334}, {"start": 3788.99, "end": 3789.43, "word": " لأى", "probability": 0.931640625}, {"start": 3789.43, "end": 3789.77, "word": " حد", "probability": 0.973388671875}, {"start": 3789.77, "end": 3790.35, "word": " أما", "probability": 0.76806640625}, {"start": 3790.35, "end": 3790.71, "word": " القانع", "probability": 0.5281982421875}, {"start": 3790.71, "end": 3791.11, "word": " الأساسي", "probability": 0.7318115234375}, {"start": 3791.11, "end": 3791.57, "word": " طبعا", "probability": 0.9222412109375}, {"start": 3791.57, "end": 3791.69, "word": " هنا", "probability": 0.8203125}, {"start": 3791.69, "end": 3791.87, "word": " ليش", "probability": 0.969482421875}, {"start": 3791.87, "end": 3792.07, "word": " أخد", "probability": 0.9029947916666666}, {"start": 3792.07, "end": 3792.29, "word": " بعين", "probability": 0.89111328125}, {"start": 3792.29, "end": 3792.63, "word": " اعتبار", "probability": 0.9393310546875}, {"start": 3792.63, "end": 3793.03, "word": " ديون", "probability": 0.7996419270833334}, {"start": 3793.03, "end": 3793.55, "word": " لإنه", "probability": 0.79541015625}, {"start": 3793.55, "end": 3794.53, "word": " لإنه", "probability": 0.8568115234375}], "temperature": 1.0}, {"id": 147, "seek": 381722, "start": 3795.08, "end": 3817.22, "text": "معظمنا أو معظم اللي بده يعني هو باخده قروض من البنك القرد ده بكون له فائدة، صح؟ بالتالي بالظبط يعني بصرت ده بتدفع مبلغ كبير، هاي شغلة شغلة تانية أنه ترح بطاقة في نوع من أنواع البطاقات المسرفية بتنعطل بعض زبائن البنك أنه حتى لو ماعك فلوس مجرد ما تدخلها تسحب قد ما بدك", "tokens": [2304, 3615, 19913, 2304, 8315, 34051, 20449, 19913, 2304, 13672, 1829, 47525, 3224, 37495, 22653, 31439, 4724, 47283, 3215, 3224, 12174, 32887, 11242, 9154, 29739, 1863, 4117, 25062, 2288, 3215, 11778, 3224, 4724, 30544, 46740, 6156, 16373, 41891, 12399, 20328, 5016, 22807, 20666, 2655, 6027, 1829, 20666, 19913, 3555, 9566, 37495, 22653, 4724, 9381, 43500, 11778, 3224, 39894, 3215, 5172, 3615, 3714, 36150, 17082, 9122, 3555, 13546, 12399, 8032, 47302, 13412, 17082, 37977, 13412, 17082, 37977, 6055, 7649, 10632, 14739, 3224, 6055, 2288, 5016, 4724, 9566, 995, 28671, 8978, 8717, 45367, 9154, 14739, 14407, 3615, 29739, 9566, 995, 4587, 9307, 9673, 3794, 28480, 10632, 39894, 1863, 3615, 9566, 1211, 45030, 11242, 30767, 3555, 16373, 1863, 29739, 1863, 4117, 14739, 3224, 11331, 49975, 45164, 19446, 3615, 4117, 6156, 1211, 41779, 3714, 7435, 2288, 3215, 19446, 6055, 3215, 9778, 1211, 11296, 6055, 3794, 5016, 3555, 12174, 3215, 19446, 47525, 4117], "avg_logprob": -0.19997902004510765, "compression_ratio": 1.8932806324110671, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 3795.08, "end": 3795.9, "word": "معظمنا", "probability": 0.91123046875}, {"start": 3795.9, "end": 3796.54, "word": " أو", "probability": 0.80810546875}, {"start": 3796.54, "end": 3796.88, "word": " معظم", "probability": 0.9773763020833334}, {"start": 3796.88, "end": 3796.98, "word": " اللي", "probability": 0.697265625}, {"start": 3796.98, "end": 3797.28, "word": " بده", "probability": 0.558349609375}, {"start": 3797.28, "end": 3797.42, "word": " يعني", "probability": 0.75634765625}, {"start": 3797.42, "end": 3797.52, "word": " هو", "probability": 0.363525390625}, {"start": 3797.52, "end": 3797.86, "word": " باخده", "probability": 0.76495361328125}, {"start": 3797.86, "end": 3798.18, "word": " قروض", "probability": 0.84033203125}, {"start": 3798.18, "end": 3798.34, "word": " من", "probability": 0.99365234375}, {"start": 3798.34, "end": 3798.68, "word": " البنك", "probability": 0.662109375}, {"start": 3798.68, "end": 3799.04, "word": " القرد", "probability": 0.6901041666666666}, {"start": 3799.04, "end": 3799.14, "word": " ده", "probability": 0.989013671875}, {"start": 3799.14, "end": 3799.32, "word": " بكون", "probability": 0.87890625}, {"start": 3799.32, "end": 3799.44, "word": " له", "probability": 0.68603515625}, {"start": 3799.44, "end": 3800.16, "word": " فائدة،", "probability": 0.8397216796875}, {"start": 3800.16, "end": 3800.6, "word": " صح؟", "probability": 0.9480794270833334}, {"start": 3800.6, "end": 3801.3, "word": " بالتالي", "probability": 0.8194580078125}, {"start": 3801.3, "end": 3801.86, "word": " بالظبط", "probability": 0.9290771484375}, {"start": 3801.86, "end": 3802.18, "word": " يعني", "probability": 0.7366943359375}, {"start": 3802.18, "end": 3802.66, "word": " بصرت", "probability": 0.4976399739583333}, {"start": 3802.66, "end": 3802.76, "word": " ده", "probability": 0.92529296875}, {"start": 3802.76, "end": 3803.12, "word": " بتدفع", "probability": 0.8857421875}, {"start": 3803.12, "end": 3803.58, "word": " مبلغ", "probability": 0.9930013020833334}, {"start": 3803.58, "end": 3804.74, "word": " كبير،", "probability": 0.9708251953125}, {"start": 3804.74, "end": 3804.9, "word": " هاي", "probability": 0.66796875}, {"start": 3804.9, "end": 3805.34, "word": " شغلة", "probability": 0.85205078125}, {"start": 3805.34, "end": 3806.64, "word": " شغلة", "probability": 0.8802083333333334}, {"start": 3806.64, "end": 3806.98, "word": " تانية", "probability": 0.9921875}, {"start": 3806.98, "end": 3807.58, "word": " أنه", "probability": 0.78369140625}, {"start": 3807.58, "end": 3808.4, "word": " ترح", "probability": 0.7947591145833334}, {"start": 3808.4, "end": 3808.94, "word": " بطاقة", "probability": 0.8992919921875}, {"start": 3808.94, "end": 3809.46, "word": " في", "probability": 0.48193359375}, {"start": 3809.46, "end": 3809.64, "word": " نوع", "probability": 0.949462890625}, {"start": 3809.64, "end": 3809.76, "word": " من", "probability": 0.98876953125}, {"start": 3809.76, "end": 3810.02, "word": " أنواع", "probability": 0.9537760416666666}, {"start": 3810.02, "end": 3810.4, "word": " البطاقات", "probability": 0.9732421875}, {"start": 3810.4, "end": 3811.02, "word": " المسرفية", "probability": 0.8643798828125}, {"start": 3811.02, "end": 3812.26, "word": " بتنعطل", "probability": 0.78017578125}, {"start": 3812.26, "end": 3812.78, "word": " بعض", "probability": 0.97119140625}, {"start": 3812.78, "end": 3813.24, "word": " زبائن", "probability": 0.7984619140625}, {"start": 3813.24, "end": 3813.68, "word": " البنك", "probability": 0.9192708333333334}, {"start": 3813.68, "end": 3814.3, "word": " أنه", "probability": 0.685791015625}, {"start": 3814.3, "end": 3814.48, "word": " حتى", "probability": 0.86962890625}, {"start": 3814.48, "end": 3814.64, "word": " لو", "probability": 0.95703125}, {"start": 3814.64, "end": 3815.06, "word": " ماعك", "probability": 0.5729573567708334}, {"start": 3815.06, "end": 3815.44, "word": " فلوس", "probability": 0.9754231770833334}, {"start": 3815.44, "end": 3815.78, "word": " مجرد", "probability": 0.8336181640625}, {"start": 3815.78, "end": 3815.84, "word": " ما", "probability": 0.94384765625}, {"start": 3815.84, "end": 3816.26, "word": " تدخلها", "probability": 0.9869140625}, {"start": 3816.26, "end": 3816.68, "word": " تسحب", "probability": 0.8389892578125}, {"start": 3816.68, "end": 3816.8, "word": " قد", "probability": 0.965087890625}, {"start": 3816.8, "end": 3816.88, "word": " ما", "probability": 0.94140625}, {"start": 3816.88, "end": 3817.22, "word": " بدك", "probability": 0.951416015625}], "temperature": 1.0}, {"id": 148, "seek": 384079, "start": 3818.59, "end": 3840.79, "text": "بالظبط اه بضلك تسحب و بضله في رصيدك سالب انه بالظبط ايوة انه مثلا سحب سالب ألف دولار سالب ألفين دولار لما تيش تقوم بدوريات بك هتلاقي نفسك سحبت اكتر مما من راتبك فهي hard work beats luck يعني العمل بيغلب الخص طريق بناء الفروة طريق صعب و محتاج وقت جهدك", "tokens": [3555, 6027, 19913, 3555, 9566, 1975, 3224, 4724, 11242, 1211, 4117, 6055, 3794, 5016, 3555, 4032, 4724, 11242, 43761, 8978, 12602, 9381, 25708, 4117, 8608, 6027, 3555, 16472, 3224, 20666, 19913, 3555, 9566, 1975, 1829, 2407, 3660, 16472, 3224, 50113, 15040, 8608, 5016, 3555, 8608, 6027, 3555, 5551, 46538, 11778, 12610, 9640, 8608, 6027, 3555, 5551, 46538, 9957, 11778, 12610, 9640, 5296, 15042, 6055, 1829, 8592, 6055, 4587, 20498, 47525, 13063, 1829, 9307, 4724, 4117, 8032, 2655, 15040, 38436, 8717, 36178, 4117, 8608, 5016, 3555, 2655, 1975, 4117, 2655, 2288, 3714, 15042, 9154, 12602, 9307, 3555, 4117, 6156, 3224, 1829, 1152, 589, 16447, 3668, 37495, 22653, 18863, 42213, 4724, 1829, 17082, 46152, 33962, 9381, 23032, 16572, 4587, 44945, 16606, 27188, 32887, 3660, 23032, 16572, 4587, 20328, 3615, 3555, 4032, 3714, 33753, 26108, 4032, 38149, 10874, 3224, 3215, 4117], "avg_logprob": -0.1985161804037986, "compression_ratio": 1.7601626016260163, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 3818.59, "end": 3819.17, "word": "بالظبط", "probability": 0.9798828125}, {"start": 3819.17, "end": 3819.39, "word": " اه", "probability": 0.6204833984375}, {"start": 3819.39, "end": 3819.63, "word": " بضلك", "probability": 0.6336669921875}, {"start": 3819.63, "end": 3819.99, "word": " تسحب", "probability": 0.9603271484375}, {"start": 3819.99, "end": 3820.11, "word": " و", "probability": 0.7333984375}, {"start": 3820.11, "end": 3820.33, "word": " بضله", "probability": 0.7450358072916666}, {"start": 3820.33, "end": 3820.43, "word": " في", "probability": 0.86083984375}, {"start": 3820.43, "end": 3820.79, "word": " رصيدك", "probability": 0.8671875}, {"start": 3820.79, "end": 3821.13, "word": " سالب", "probability": 0.8317057291666666}, {"start": 3821.13, "end": 3821.59, "word": " انه", "probability": 0.737548828125}, {"start": 3821.59, "end": 3822.57, "word": " بالظبط", "probability": 0.84710693359375}, {"start": 3822.57, "end": 3822.83, "word": " ايوة", "probability": 0.7645263671875}, {"start": 3822.83, "end": 3823.17, "word": " انه", "probability": 0.79296875}, {"start": 3823.17, "end": 3823.35, "word": " مثلا", "probability": 0.96142578125}, {"start": 3823.35, "end": 3823.71, "word": " سحب", "probability": 0.760009765625}, {"start": 3823.71, "end": 3824.01, "word": " سالب", "probability": 0.7942708333333334}, {"start": 3824.01, "end": 3824.15, "word": " ألف", "probability": 0.6611328125}, {"start": 3824.15, "end": 3824.39, "word": " دولار", "probability": 0.91552734375}, {"start": 3824.39, "end": 3824.69, "word": " سالب", "probability": 0.7202962239583334}, {"start": 3824.69, "end": 3824.91, "word": " ألفين", "probability": 0.8204752604166666}, {"start": 3824.91, "end": 3825.17, "word": " دولار", "probability": 0.9934895833333334}, {"start": 3825.17, "end": 3825.73, "word": " لما", "probability": 0.856689453125}, {"start": 3825.73, "end": 3825.93, "word": " تيش", "probability": 0.6808268229166666}, {"start": 3825.93, "end": 3826.17, "word": " تقوم", "probability": 0.663330078125}, {"start": 3826.17, "end": 3826.47, "word": " بدوريات", "probability": 0.6143798828125}, {"start": 3826.47, "end": 3826.65, "word": " بك", "probability": 0.61474609375}, {"start": 3826.65, "end": 3827.01, "word": " هتلاقي", "probability": 0.9708251953125}, {"start": 3827.01, "end": 3827.39, "word": " نفسك", "probability": 0.9973958333333334}, {"start": 3827.39, "end": 3827.97, "word": " سحبت", "probability": 0.93115234375}, {"start": 3827.97, "end": 3829.05, "word": " اكتر", "probability": 0.8740234375}, {"start": 3829.05, "end": 3830.23, "word": " مما", "probability": 0.905517578125}, {"start": 3830.23, "end": 3831.51, "word": " من", "probability": 0.83837890625}, {"start": 3831.51, "end": 3831.95, "word": " راتبك", "probability": 0.8746337890625}, {"start": 3831.95, "end": 3832.57, "word": " فهي", "probability": 0.93798828125}, {"start": 3832.57, "end": 3833.01, "word": " hard", "probability": 0.9169921875}, {"start": 3833.01, "end": 3833.49, "word": " work", "probability": 0.89892578125}, {"start": 3833.49, "end": 3833.91, "word": " beats", "probability": 0.88232421875}, {"start": 3833.91, "end": 3834.31, "word": " luck", "probability": 0.86279296875}, {"start": 3834.31, "end": 3834.87, "word": " يعني", "probability": 0.935546875}, {"start": 3834.87, "end": 3835.41, "word": " العمل", "probability": 0.983642578125}, {"start": 3835.41, "end": 3836.01, "word": " بيغلب", "probability": 0.9688720703125}, {"start": 3836.01, "end": 3836.61, "word": " الخص", "probability": 0.864990234375}, {"start": 3836.61, "end": 3837.41, "word": " طريق", "probability": 0.7038167317708334}, {"start": 3837.41, "end": 3837.73, "word": " بناء", "probability": 0.979736328125}, {"start": 3837.73, "end": 3838.21, "word": " الفروة", "probability": 0.7091471354166666}, {"start": 3838.21, "end": 3838.71, "word": " طريق", "probability": 0.9912109375}, {"start": 3838.71, "end": 3839.17, "word": " صعب", "probability": 0.9890950520833334}, {"start": 3839.17, "end": 3839.31, "word": " و", "probability": 0.9501953125}, {"start": 3839.31, "end": 3839.85, "word": " محتاج", "probability": 0.85302734375}, {"start": 3839.85, "end": 3840.27, "word": " وقت", "probability": 0.991455078125}, {"start": 3840.27, "end": 3840.79, "word": " جهدك", "probability": 0.925048828125}], "temperature": 1.0}, {"id": 149, "seek": 385924, "start": 3842.4, "end": 3859.24, "text": "على الحصة علشان تبقى شخص غني الشخص اللى فاكر ان الشخص الغني ده هو غني مجرد الحصة فهو مايبقى مش حاجة في الفلوس الشخص الغني فعلا هو الشخص اللى بيحاول يتعب علشان يقدر يوصل للفروة دى على المدى الطويل", "tokens": [3615, 23942, 21542, 9381, 3660, 11203, 8592, 7649, 6055, 3555, 4587, 7578, 13412, 9778, 9381, 32771, 22653, 25124, 9778, 9381, 13672, 7578, 6156, 995, 37983, 16472, 25124, 9778, 9381, 6024, 118, 22653, 11778, 3224, 31439, 32771, 22653, 3714, 7435, 2288, 3215, 21542, 9381, 3660, 6156, 3224, 2407, 19446, 1829, 3555, 4587, 7578, 37893, 11331, 26108, 3660, 8978, 27188, 1211, 41779, 25124, 9778, 9381, 6024, 118, 22653, 6156, 3615, 15040, 31439, 25124, 9778, 9381, 13672, 7578, 4724, 1829, 5016, 995, 12610, 7251, 2655, 3615, 3555, 11203, 8592, 7649, 7251, 28543, 2288, 7251, 2407, 36520, 24976, 5172, 32887, 3660, 11778, 7578, 15844, 9673, 3215, 7578, 41950, 2407, 26895], "avg_logprob": -0.13076811109747843, "compression_ratio": 2.0828402366863905, "no_speech_prob": 0.00024318695068359375, "words": [{"start": 3842.4, "end": 3842.98, "word": "على", "probability": 0.4923095703125}, {"start": 3842.98, "end": 3843.76, "word": " الحصة", "probability": 0.74267578125}, {"start": 3843.76, "end": 3844.26, "word": " علشان", "probability": 0.89697265625}, {"start": 3844.26, "end": 3844.74, "word": " تبقى", "probability": 0.965087890625}, {"start": 3844.74, "end": 3845.24, "word": " شخص", "probability": 0.9970703125}, {"start": 3845.24, "end": 3845.56, "word": " غني", "probability": 0.966064453125}, {"start": 3845.56, "end": 3846.3, "word": " الشخص", "probability": 0.8297526041666666}, {"start": 3846.3, "end": 3846.46, "word": " اللى", "probability": 0.789306640625}, {"start": 3846.46, "end": 3846.8, "word": " فاكر", "probability": 0.9938151041666666}, {"start": 3846.8, "end": 3847.0, "word": " ان", "probability": 0.453857421875}, {"start": 3847.0, "end": 3847.44, "word": " الشخص", "probability": 0.9855143229166666}, {"start": 3847.44, "end": 3847.76, "word": " الغني", "probability": 0.9119466145833334}, {"start": 3847.76, "end": 3848.1, "word": " ده", "probability": 0.935302734375}, {"start": 3848.1, "end": 3848.32, "word": " هو", "probability": 0.861328125}, {"start": 3848.32, "end": 3848.7, "word": " غني", "probability": 0.985595703125}, {"start": 3848.7, "end": 3849.3, "word": " مجرد", "probability": 0.9559326171875}, {"start": 3849.3, "end": 3849.9, "word": " الحصة", "probability": 0.9695638020833334}, {"start": 3849.9, "end": 3850.32, "word": " فهو", "probability": 0.803955078125}, {"start": 3850.32, "end": 3850.7, "word": " مايبقى", "probability": 0.6498046875}, {"start": 3850.7, "end": 3850.88, "word": " مش", "probability": 0.94970703125}, {"start": 3850.88, "end": 3851.4, "word": " حاجة", "probability": 0.9918619791666666}, {"start": 3851.4, "end": 3851.6, "word": " في", "probability": 0.65478515625}, {"start": 3851.6, "end": 3852.04, "word": " الفلوس", "probability": 0.9773763020833334}, {"start": 3852.04, "end": 3852.8, "word": " الشخص", "probability": 0.9169921875}, {"start": 3852.8, "end": 3853.12, "word": " الغني", "probability": 0.8427734375}, {"start": 3853.12, "end": 3853.48, "word": " فعلا", "probability": 0.9788411458333334}, {"start": 3853.48, "end": 3853.82, "word": " هو", "probability": 0.95361328125}, {"start": 3853.82, "end": 3854.3, "word": " الشخص", "probability": 0.9817708333333334}, {"start": 3854.3, "end": 3854.46, "word": " اللى", "probability": 0.960205078125}, {"start": 3854.46, "end": 3855.0, "word": " بيحاول", "probability": 0.9900390625}, {"start": 3855.0, "end": 3855.4, "word": " يتعب", "probability": 0.8956298828125}, {"start": 3855.4, "end": 3855.82, "word": " علشان", "probability": 0.9755859375}, {"start": 3855.82, "end": 3856.28, "word": " يقدر", "probability": 0.9324544270833334}, {"start": 3856.28, "end": 3856.76, "word": " يوصل", "probability": 0.9514973958333334}, {"start": 3856.76, "end": 3857.4, "word": " للفروة", "probability": 0.8438720703125}, {"start": 3857.4, "end": 3857.66, "word": " دى", "probability": 0.836181640625}, {"start": 3857.66, "end": 3857.98, "word": " على", "probability": 0.87255859375}, {"start": 3857.98, "end": 3858.66, "word": " المدى", "probability": 0.9451497395833334}, {"start": 3858.66, "end": 3859.24, "word": " الطويل", "probability": 0.8841145833333334}], "temperature": 1.0}, {"id": 150, "seek": 388267, "start": 3859.61, "end": 3882.67, "text": "أما المبدأ السابع والأخير فهو increase your ability to learn يعني زود قدرتك على التعلم لازم دايما تحاول تطور من نفسك وده معناه أنك تعمل حاجتين مهمين جدا أول حاجة هي أن تطور نفسك في مجالك يعني مثلا لو أنت مهندس أو دكتور أو لو عندك مشروع خاص تحاول تتخصص أكتر وتاخد كورسات وتتعلم", "tokens": [10721, 15042, 9673, 44510, 10721, 21136, 16758, 3615, 16070, 10721, 9778, 13546, 6156, 3224, 2407, 3488, 428, 3485, 281, 1466, 37495, 22653, 30767, 23328, 12174, 3215, 43500, 4117, 15844, 16712, 3615, 19528, 5296, 31377, 2304, 11778, 47302, 15042, 6055, 5016, 995, 12610, 6055, 9566, 13063, 9154, 8717, 36178, 4117, 4032, 3215, 3224, 20449, 8315, 3224, 14739, 4117, 6055, 25957, 1211, 11331, 26108, 2655, 9957, 3714, 16095, 9957, 10874, 28259, 5551, 12610, 11331, 26108, 3660, 39896, 14739, 6055, 9566, 13063, 8717, 36178, 4117, 8978, 3714, 7435, 6027, 4117, 37495, 22653, 50113, 15040, 45164, 14739, 2655, 3714, 3224, 41260, 3794, 34051, 11778, 4117, 2655, 13063, 34051, 45164, 43242, 4117, 37893, 32887, 3615, 16490, 33546, 6055, 5016, 995, 12610, 6055, 2655, 9778, 9381, 9381, 5551, 4117, 2655, 2288, 34683, 47283, 3215, 9122, 13063, 3794, 9307, 34683, 2655, 3615, 19528], "avg_logprob": -0.11005930613427267, "compression_ratio": 1.758364312267658, "no_speech_prob": 8.404254913330078e-06, "words": [{"start": 3859.61, "end": 3859.97, "word": "أما", "probability": 0.950439453125}, {"start": 3859.97, "end": 3860.39, "word": " المبدأ", "probability": 0.9803059895833334}, {"start": 3860.39, "end": 3860.97, "word": " السابع", "probability": 0.96484375}, {"start": 3860.97, "end": 3861.45, "word": " والأخير", "probability": 0.757568359375}, {"start": 3861.45, "end": 3861.93, "word": " فهو", "probability": 0.9283854166666666}, {"start": 3861.93, "end": 3862.73, "word": " increase", "probability": 0.468505859375}, {"start": 3862.73, "end": 3863.01, "word": " your", "probability": 0.92041015625}, {"start": 3863.01, "end": 3863.55, "word": " ability", "probability": 0.96142578125}, {"start": 3863.55, "end": 3863.83, "word": " to", "probability": 0.98388671875}, {"start": 3863.83, "end": 3864.15, "word": " learn", "probability": 0.978515625}, {"start": 3864.15, "end": 3864.71, "word": " يعني", "probability": 0.86328125}, {"start": 3864.71, "end": 3865.29, "word": " زود", "probability": 0.739990234375}, {"start": 3865.29, "end": 3865.99, "word": " قدرتك", "probability": 0.9967041015625}, {"start": 3865.99, "end": 3866.29, "word": " على", "probability": 0.92724609375}, {"start": 3866.29, "end": 3866.95, "word": " التعلم", "probability": 0.962890625}, {"start": 3866.95, "end": 3867.71, "word": " لازم", "probability": 0.89306640625}, {"start": 3867.71, "end": 3868.05, "word": " دايما", "probability": 0.79736328125}, {"start": 3868.05, "end": 3868.59, "word": " تحاول", "probability": 0.9532470703125}, {"start": 3868.59, "end": 3869.13, "word": " تطور", "probability": 0.8841145833333334}, {"start": 3869.13, "end": 3869.33, "word": " من", "probability": 0.9931640625}, {"start": 3869.33, "end": 3869.91, "word": " نفسك", "probability": 0.9982096354166666}, {"start": 3869.91, "end": 3870.19, "word": " وده", "probability": 0.8302408854166666}, {"start": 3870.19, "end": 3870.51, "word": " معناه", "probability": 0.9816080729166666}, {"start": 3870.51, "end": 3870.79, "word": " أنك", "probability": 0.744140625}, {"start": 3870.79, "end": 3871.11, "word": " تعمل", "probability": 0.9812825520833334}, {"start": 3871.11, "end": 3871.49, "word": " حاجتين", "probability": 0.9693603515625}, {"start": 3871.49, "end": 3871.91, "word": " مهمين", "probability": 0.9939778645833334}, {"start": 3871.91, "end": 3872.25, "word": " جدا", "probability": 0.99072265625}, {"start": 3872.25, "end": 3872.97, "word": " أول", "probability": 0.851318359375}, {"start": 3872.97, "end": 3873.25, "word": " حاجة", "probability": 0.9856770833333334}, {"start": 3873.25, "end": 3873.43, "word": " هي", "probability": 0.87353515625}, {"start": 3873.43, "end": 3873.61, "word": " أن", "probability": 0.67529296875}, {"start": 3873.61, "end": 3874.11, "word": " تطور", "probability": 0.8243815104166666}, {"start": 3874.11, "end": 3874.57, "word": " نفسك", "probability": 0.9977213541666666}, {"start": 3874.57, "end": 3874.73, "word": " في", "probability": 0.9580078125}, {"start": 3874.73, "end": 3875.23, "word": " مجالك", "probability": 0.997314453125}, {"start": 3875.23, "end": 3875.69, "word": " يعني", "probability": 0.895263671875}, {"start": 3875.69, "end": 3876.01, "word": " مثلا", "probability": 0.985595703125}, {"start": 3876.01, "end": 3876.19, "word": " لو", "probability": 0.50927734375}, {"start": 3876.19, "end": 3876.41, "word": " أنت", "probability": 0.910400390625}, {"start": 3876.41, "end": 3877.01, "word": " مهندس", "probability": 0.9918212890625}, {"start": 3877.01, "end": 3877.25, "word": " أو", "probability": 0.798828125}, {"start": 3877.25, "end": 3877.71, "word": " دكتور", "probability": 0.9434814453125}, {"start": 3877.71, "end": 3878.07, "word": " أو", "probability": 0.83544921875}, {"start": 3878.07, "end": 3878.21, "word": " لو", "probability": 0.97802734375}, {"start": 3878.21, "end": 3878.57, "word": " عندك", "probability": 0.947509765625}, {"start": 3878.57, "end": 3878.95, "word": " مشروع", "probability": 0.8977864583333334}, {"start": 3878.95, "end": 3879.41, "word": " خاص", "probability": 0.73291015625}, {"start": 3879.41, "end": 3880.03, "word": " تحاول", "probability": 0.8538818359375}, {"start": 3880.03, "end": 3880.75, "word": " تتخصص", "probability": 0.988671875}, {"start": 3880.75, "end": 3881.11, "word": " أكتر", "probability": 0.9522705078125}, {"start": 3881.11, "end": 3881.53, "word": " وتاخد", "probability": 0.7506510416666666}, {"start": 3881.53, "end": 3882.05, "word": " كورسات", "probability": 0.873291015625}, {"start": 3882.05, "end": 3882.67, "word": " وتتعلم", "probability": 0.8427734375}], "temperature": 1.0}, {"id": 151, "seek": 390478, "start": 3882.9, "end": 3904.78, "text": "علشان فرصتك إنك تكون شخص مطلوب وبيدفعلك فلوس أكتر، تبقى أكبر بكتير، والتاني حاجة هي إنك تتعلم حاجات في المجال المالي، سواء إنك تاخد كورسات أو تقرا كتب زي الكتاب اللي أنت تتفرج عليه النهاردة، لازم دايما تحاول تطور من نفسك وما توقفش تتعلم، لازم يكون عندك مائي سنة بال life long learning، إنك تتعلم", "tokens": [30241, 8592, 7649, 6156, 2288, 9381, 2655, 4117, 36145, 4117, 6055, 30544, 13412, 9778, 9381, 3714, 9566, 1211, 37746, 4032, 21292, 3215, 5172, 3615, 23275, 6156, 1211, 41779, 5551, 4117, 2655, 2288, 12399, 6055, 3555, 4587, 7578, 5551, 4117, 26890, 4724, 4117, 2655, 13546, 12399, 4032, 6027, 2655, 7649, 1829, 11331, 26108, 3660, 39896, 36145, 4117, 6055, 2655, 3615, 19528, 11331, 26108, 9307, 8978, 9673, 7435, 6027, 9673, 6027, 1829, 12399, 8608, 2407, 16606, 36145, 4117, 6055, 47283, 3215, 9122, 13063, 3794, 9307, 34051, 6055, 4587, 23557, 9122, 2655, 3555, 30767, 1829, 33251, 2655, 16758, 13672, 1829, 14739, 2655, 6055, 2655, 5172, 47341, 47356, 28239, 3224, 9640, 41891, 12399, 5296, 31377, 2304, 11778, 47302, 15042, 6055, 5016, 995, 12610, 6055, 9566, 13063, 9154, 8717, 36178, 4117, 4032, 15042, 6055, 30543, 5172, 8592, 6055, 2655, 3615, 19528, 12399, 5296, 31377, 2304, 7251, 30544, 43242, 4117, 3714, 16373, 1829, 8608, 1863, 3660, 20666, 993, 938, 2539, 12399, 36145, 4117, 6055, 2655, 3615, 19528], "avg_logprob": -0.11853780523862367, "compression_ratio": 1.8505338078291815, "no_speech_prob": 2.3186206817626953e-05, "words": [{"start": 3882.9, "end": 3883.48, "word": "علشان", "probability": 0.8994140625}, {"start": 3883.48, "end": 3884.06, "word": " فرصتك", "probability": 0.9962890625}, {"start": 3884.06, "end": 3884.38, "word": " إنك", "probability": 0.6513671875}, {"start": 3884.38, "end": 3884.72, "word": " تكون", "probability": 0.99560546875}, {"start": 3884.72, "end": 3885.12, "word": " شخص", "probability": 0.9982096354166666}, {"start": 3885.12, "end": 3885.6, "word": " مطلوب", "probability": 0.97314453125}, {"start": 3885.6, "end": 3886.64, "word": " وبيدفعلك", "probability": 0.9003092447916666}, {"start": 3886.64, "end": 3887.0, "word": " فلوس", "probability": 0.7342122395833334}, {"start": 3887.0, "end": 3887.56, "word": " أكتر،", "probability": 0.877734375}, {"start": 3887.56, "end": 3887.94, "word": " تبقى", "probability": 0.9827880859375}, {"start": 3887.94, "end": 3888.38, "word": " أكبر", "probability": 0.9861653645833334}, {"start": 3888.38, "end": 3889.18, "word": " بكتير،", "probability": 0.89716796875}, {"start": 3889.18, "end": 3889.54, "word": " والتاني", "probability": 0.724267578125}, {"start": 3889.54, "end": 3889.82, "word": " حاجة", "probability": 0.98681640625}, {"start": 3889.82, "end": 3890.0, "word": " هي", "probability": 0.88525390625}, {"start": 3890.0, "end": 3890.28, "word": " إنك", "probability": 0.912109375}, {"start": 3890.28, "end": 3890.72, "word": " تتعلم", "probability": 0.9874267578125}, {"start": 3890.72, "end": 3891.1, "word": " حاجات", "probability": 0.9925130208333334}, {"start": 3891.1, "end": 3891.22, "word": " في", "probability": 0.9658203125}, {"start": 3891.22, "end": 3891.6, "word": " المجال", "probability": 0.9938151041666666}, {"start": 3891.6, "end": 3892.26, "word": " المالي،", "probability": 0.9554443359375}, {"start": 3892.26, "end": 3892.5, "word": " سواء", "probability": 0.9705403645833334}, {"start": 3892.5, "end": 3892.76, "word": " إنك", "probability": 0.937744140625}, {"start": 3892.76, "end": 3893.04, "word": " تاخد", "probability": 0.9791666666666666}, {"start": 3893.04, "end": 3893.54, "word": " كورسات", "probability": 0.8359375}, {"start": 3893.54, "end": 3893.72, "word": " أو", "probability": 0.95556640625}, {"start": 3893.72, "end": 3894.02, "word": " تقرا", "probability": 0.9173177083333334}, {"start": 3894.02, "end": 3894.36, "word": " كتب", "probability": 0.9954427083333334}, {"start": 3894.36, "end": 3894.66, "word": " زي", "probability": 0.96923828125}, {"start": 3894.66, "end": 3895.06, "word": " الكتاب", "probability": 0.9905598958333334}, {"start": 3895.06, "end": 3895.24, "word": " اللي", "probability": 0.974609375}, {"start": 3895.24, "end": 3895.38, "word": " أنت", "probability": 0.677978515625}, {"start": 3895.38, "end": 3895.88, "word": " تتفرج", "probability": 0.9288330078125}, {"start": 3895.88, "end": 3896.14, "word": " عليه", "probability": 0.93896484375}, {"start": 3896.14, "end": 3896.92, "word": " النهاردة،", "probability": 0.82939453125}, {"start": 3896.92, "end": 3897.26, "word": " لازم", "probability": 0.9957682291666666}, {"start": 3897.26, "end": 3897.64, "word": " دايما", "probability": 0.873046875}, {"start": 3897.64, "end": 3898.16, "word": " تحاول", "probability": 0.970458984375}, {"start": 3898.16, "end": 3898.6, "word": " تطور", "probability": 0.9716796875}, {"start": 3898.6, "end": 3898.78, "word": " من", "probability": 0.9951171875}, {"start": 3898.78, "end": 3899.2, "word": " نفسك", "probability": 0.99853515625}, {"start": 3899.2, "end": 3899.4, "word": " وما", "probability": 0.8310546875}, {"start": 3899.4, "end": 3900.06, "word": " توقفش", "probability": 0.83856201171875}, {"start": 3900.06, "end": 3900.92, "word": " تتعلم،", "probability": 0.8771484375}, {"start": 3900.92, "end": 3901.26, "word": " لازم", "probability": 0.9954427083333334}, {"start": 3901.26, "end": 3901.48, "word": " يكون", "probability": 0.98779296875}, {"start": 3901.48, "end": 3901.82, "word": " عندك", "probability": 0.990478515625}, {"start": 3901.82, "end": 3902.12, "word": " مائي", "probability": 0.4569498697916667}, {"start": 3902.12, "end": 3902.4, "word": " سنة", "probability": 0.9894205729166666}, {"start": 3902.4, "end": 3902.58, "word": " بال", "probability": 0.77587890625}, {"start": 3902.58, "end": 3902.92, "word": " life", "probability": 0.6455078125}, {"start": 3902.92, "end": 3903.3, "word": " long", "probability": 0.75634765625}, {"start": 3903.3, "end": 3904.04, "word": " learning،", "probability": 0.78369140625}, {"start": 3904.04, "end": 3904.34, "word": " إنك", "probability": 0.944091796875}, {"start": 3904.34, "end": 3904.78, "word": " تتعلم", "probability": 0.951904296875}], "temperature": 1.0}, {"id": 152, "seek": 391829, "start": 3906.73, "end": 3918.29, "text": "طبعا زي ما هو حكى ليش طبعا لازم أنا أطور علميا؟ لأن العلم بتطور وحتى يكون إلي يعني مكان في المجتمع والكل يطلبني يعني مثلا على سبيل المثال على صعيد حياة الشخصية لو أنا", "tokens": [9566, 3555, 3615, 995, 30767, 1829, 19446, 31439, 11331, 4117, 7578, 32239, 8592, 23032, 3555, 3615, 995, 5296, 31377, 2304, 41850, 5551, 9566, 13063, 11203, 2304, 25528, 22807, 5296, 33456, 18863, 19528, 39894, 9566, 13063, 4032, 33753, 7578, 7251, 30544, 11933, 20292, 37495, 22653, 3714, 41361, 8978, 9673, 7435, 39237, 3615, 4032, 6027, 28820, 7251, 9566, 46152, 22653, 37495, 22653, 50113, 15040, 15844, 8608, 21292, 1211, 9673, 12984, 6027, 15844, 20328, 3615, 25708, 11331, 25528, 3660, 25124, 9778, 9381, 10632, 45164, 41850], "avg_logprob": -0.18825300917567978, "compression_ratio": 1.7283236994219653, "no_speech_prob": 2.4318695068359375e-05, "words": [{"start": 3906.73, "end": 3907.27, "word": "طبعا", "probability": 0.6990966796875}, {"start": 3907.27, "end": 3907.81, "word": " زي", "probability": 0.69140625}, {"start": 3907.81, "end": 3907.89, "word": " ما", "probability": 0.98388671875}, {"start": 3907.89, "end": 3908.05, "word": " هو", "probability": 0.97509765625}, {"start": 3908.05, "end": 3908.39, "word": " حكى", "probability": 0.94873046875}, {"start": 3908.39, "end": 3908.55, "word": " ليش", "probability": 0.93310546875}, {"start": 3908.55, "end": 3908.73, "word": " طبعا", "probability": 0.9810791015625}, {"start": 3908.73, "end": 3908.97, "word": " لازم", "probability": 0.8404947916666666}, {"start": 3908.97, "end": 3909.07, "word": " أنا", "probability": 0.638671875}, {"start": 3909.07, "end": 3909.35, "word": " أطور", "probability": 0.8387044270833334}, {"start": 3909.35, "end": 3909.73, "word": " علميا؟", "probability": 0.63238525390625}, {"start": 3909.73, "end": 3909.81, "word": " لأن", "probability": 0.722412109375}, {"start": 3909.81, "end": 3910.07, "word": " العلم", "probability": 0.891845703125}, {"start": 3910.07, "end": 3910.57, "word": " بتطور", "probability": 0.9345703125}, {"start": 3910.57, "end": 3911.51, "word": " وحتى", "probability": 0.8427734375}, {"start": 3911.51, "end": 3911.81, "word": " يكون", "probability": 0.972412109375}, {"start": 3911.81, "end": 3912.09, "word": " إلي", "probability": 0.6380615234375}, {"start": 3912.09, "end": 3912.89, "word": " يعني", "probability": 0.88134765625}, {"start": 3912.89, "end": 3913.59, "word": " مكان", "probability": 0.995849609375}, {"start": 3913.59, "end": 3913.77, "word": " في", "probability": 0.97265625}, {"start": 3913.77, "end": 3914.29, "word": " المجتمع", "probability": 0.9920654296875}, {"start": 3914.29, "end": 3914.69, "word": " والكل", "probability": 0.74609375}, {"start": 3914.69, "end": 3915.25, "word": " يطلبني", "probability": 0.884521484375}, {"start": 3915.25, "end": 3915.83, "word": " يعني", "probability": 0.8623046875}, {"start": 3915.83, "end": 3916.07, "word": " مثلا", "probability": 0.984130859375}, {"start": 3916.07, "end": 3916.25, "word": " على", "probability": 0.66162109375}, {"start": 3916.25, "end": 3916.47, "word": " سبيل", "probability": 0.9890950520833334}, {"start": 3916.47, "end": 3916.81, "word": " المثال", "probability": 0.9303385416666666}, {"start": 3916.81, "end": 3916.95, "word": " على", "probability": 0.460205078125}, {"start": 3916.95, "end": 3917.15, "word": " صعيد", "probability": 0.7960611979166666}, {"start": 3917.15, "end": 3917.41, "word": " حياة", "probability": 0.9436848958333334}, {"start": 3917.41, "end": 3917.95, "word": " الشخصية", "probability": 0.9971923828125}, {"start": 3917.95, "end": 3918.13, "word": " لو", "probability": 0.93603515625}, {"start": 3918.13, "end": 3918.29, "word": " أنا", "probability": 0.8759765625}], "temperature": 1.0}, {"id": 153, "seek": 394791, "start": 3919.45, "end": 3947.91, "text": "يعني قبل عشر سنين لو بتشغل بس مترجمة كنت هكون مطلوبة لكن أنا مترجمة لحال هيك مش مطلوبة لازم أكون عنده قدرة على الترجمة لازم يكون عنده قدرة على كتابة المحتوى لازم يكون عنده قدرة على المونتاج و لازم و لازم و لازم و بالظبط على تنسيق الملفات إلى آخر يعني لازم أكون خمسة في واحد تمام؟ نفس الشغل المسوق الآن إنك تكون مسوق لحال شو بدي فيك لازم تكون مسوق و لازم تكون كاتب محتوى و لازم تكون عنده قدرة على تصميم مثلا مجموعة من اليفطات", "tokens": [40228, 22653, 12174, 36150, 6225, 46309, 8608, 1863, 9957, 45164, 39894, 8592, 17082, 1211, 4724, 3794, 44650, 47341, 46007, 9122, 29399, 8032, 30544, 3714, 9566, 1211, 37746, 3660, 44381, 41850, 44650, 47341, 46007, 5296, 5016, 6027, 39896, 4117, 37893, 3714, 9566, 1211, 37746, 3660, 5296, 31377, 2304, 5551, 30544, 43242, 3224, 12174, 3215, 25720, 15844, 16712, 47341, 46007, 5296, 31377, 2304, 7251, 30544, 43242, 3224, 12174, 3215, 25720, 15844, 9122, 2655, 16758, 3660, 9673, 33753, 2407, 7578, 5296, 31377, 2304, 7251, 30544, 43242, 3224, 12174, 3215, 25720, 15844, 9673, 11536, 2655, 26108, 4032, 5296, 31377, 2304, 4032, 5296, 31377, 2304, 4032, 5296, 31377, 2304, 4032, 20666, 19913, 3555, 9566, 15844, 6055, 1863, 3794, 1829, 4587, 9673, 46538, 9307, 30731, 19753, 34740, 37495, 22653, 5296, 31377, 2304, 5551, 30544, 16490, 2304, 3794, 3660, 8978, 36764, 24401, 46811, 10943, 22807, 8717, 36178, 25124, 17082, 1211, 9673, 3794, 30543, 6024, 48506, 36145, 4117, 6055, 30544, 47524, 30543, 5296, 5016, 6027, 13412, 2407, 4724, 16254, 8978, 4117, 5296, 31377, 2304, 6055, 30544, 47524, 30543, 4032, 5296, 31377, 2304, 6055, 30544, 9122, 9307, 3555, 3714, 33753, 2407, 7578, 4032, 5296, 31377, 2304, 6055, 30544, 43242, 3224, 12174, 3215, 25720, 15844, 6055, 9381, 2304, 32640, 50113, 15040, 3714, 7435, 2304, 2407, 27884, 9154, 45595, 5172, 9566, 9307], "avg_logprob": -0.10200471800031527, "compression_ratio": 2.574324324324324, "no_speech_prob": 7.212162017822266e-06, "words": [{"start": 3919.45, "end": 3919.75, "word": "يعني", "probability": 0.95068359375}, {"start": 3919.75, "end": 3920.09, "word": " قبل", "probability": 0.982421875}, {"start": 3920.09, "end": 3920.31, "word": " عشر", "probability": 0.664794921875}, {"start": 3920.31, "end": 3920.55, "word": " سنين", "probability": 0.9822591145833334}, {"start": 3920.55, "end": 3920.61, "word": " لو", "probability": 0.52734375}, {"start": 3920.61, "end": 3920.95, "word": " بتشغل", "probability": 0.8287353515625}, {"start": 3920.95, "end": 3921.11, "word": " بس", "probability": 0.9658203125}, {"start": 3921.11, "end": 3921.47, "word": " مترجمة", "probability": 0.97216796875}, {"start": 3921.47, "end": 3921.67, "word": " كنت", "probability": 0.8515625}, {"start": 3921.67, "end": 3921.95, "word": " هكون", "probability": 0.7802734375}, {"start": 3921.95, "end": 3922.85, "word": " مطلوبة", "probability": 0.94931640625}, {"start": 3922.85, "end": 3923.23, "word": " لكن", "probability": 0.85400390625}, {"start": 3923.23, "end": 3923.49, "word": " أنا", "probability": 0.8896484375}, {"start": 3923.49, "end": 3923.91, "word": " مترجمة", "probability": 0.9912109375}, {"start": 3923.91, "end": 3924.25, "word": " لحال", "probability": 0.98291015625}, {"start": 3924.25, "end": 3924.61, "word": " هيك", "probability": 0.91162109375}, {"start": 3924.61, "end": 3924.81, "word": " مش", "probability": 0.92919921875}, {"start": 3924.81, "end": 3925.43, "word": " مطلوبة", "probability": 0.9802734375}, {"start": 3925.43, "end": 3925.69, "word": " لازم", "probability": 0.8145345052083334}, {"start": 3925.69, "end": 3925.99, "word": " أكون", "probability": 0.952392578125}, {"start": 3925.99, "end": 3926.23, "word": " عنده", "probability": 0.935791015625}, {"start": 3926.23, "end": 3926.45, "word": " قدرة", "probability": 0.9500325520833334}, {"start": 3926.45, "end": 3926.59, "word": " على", "probability": 0.8251953125}, {"start": 3926.59, "end": 3927.03, "word": " الترجمة", "probability": 0.9957682291666666}, {"start": 3927.03, "end": 3927.55, "word": " لازم", "probability": 0.9703776041666666}, {"start": 3927.55, "end": 3927.75, "word": " يكون", "probability": 0.78173828125}, {"start": 3927.75, "end": 3928.11, "word": " عنده", "probability": 0.9365234375}, {"start": 3928.11, "end": 3928.29, "word": " قدرة", "probability": 0.9697265625}, {"start": 3928.29, "end": 3928.37, "word": " على", "probability": 0.91943359375}, {"start": 3928.37, "end": 3928.59, "word": " كتابة", "probability": 0.8719482421875}, {"start": 3928.59, "end": 3928.99, "word": " المحتوى", "probability": 0.994140625}, {"start": 3928.99, "end": 3929.53, "word": " لازم", "probability": 0.99462890625}, {"start": 3929.53, "end": 3929.73, "word": " يكون", "probability": 0.995361328125}, {"start": 3929.73, "end": 3930.03, "word": " عنده", "probability": 0.9697265625}, {"start": 3930.03, "end": 3930.23, "word": " قدرة", "probability": 0.9786783854166666}, {"start": 3930.23, "end": 3930.35, "word": " على", "probability": 0.9208984375}, {"start": 3930.35, "end": 3930.83, "word": " المونتاج", "probability": 0.8839111328125}, {"start": 3930.83, "end": 3931.03, "word": " و", "probability": 0.759765625}, {"start": 3931.03, "end": 3931.33, "word": " لازم", "probability": 0.9235026041666666}, {"start": 3931.33, "end": 3931.43, "word": " و", "probability": 0.76171875}, {"start": 3931.43, "end": 3931.65, "word": " لازم", "probability": 0.9469401041666666}, {"start": 3931.65, "end": 3931.75, "word": " و", "probability": 0.9462890625}, {"start": 3931.75, "end": 3932.01, "word": " لازم", "probability": 0.9676106770833334}, {"start": 3932.01, "end": 3932.37, "word": " و", "probability": 0.45849609375}, {"start": 3932.37, "end": 3932.55, "word": " بالظبط", "probability": 0.9296875}, {"start": 3932.55, "end": 3932.73, "word": " على", "probability": 0.5869140625}, {"start": 3932.73, "end": 3933.09, "word": " تنسيق", "probability": 0.888671875}, {"start": 3933.09, "end": 3933.65, "word": " الملفات", "probability": 0.99072265625}, {"start": 3933.65, "end": 3933.81, "word": " إلى", "probability": 0.6083984375}, {"start": 3933.81, "end": 3934.01, "word": " آخر", "probability": 0.821044921875}, {"start": 3934.01, "end": 3934.15, "word": " يعني", "probability": 0.861328125}, {"start": 3934.15, "end": 3934.39, "word": " لازم", "probability": 0.99169921875}, {"start": 3934.39, "end": 3934.67, "word": " أكون", "probability": 0.969970703125}, {"start": 3934.67, "end": 3935.35, "word": " خمسة", "probability": 0.8995361328125}, {"start": 3935.35, "end": 3935.63, "word": " في", "probability": 0.98388671875}, {"start": 3935.63, "end": 3936.01, "word": " واحد", "probability": 0.99267578125}, {"start": 3936.01, "end": 3936.79, "word": " تمام؟", "probability": 0.8211263020833334}, {"start": 3936.79, "end": 3936.97, "word": " نفس", "probability": 0.99609375}, {"start": 3936.97, "end": 3937.39, "word": " الشغل", "probability": 0.8194986979166666}, {"start": 3937.39, "end": 3938.85, "word": " المسوق", "probability": 0.87451171875}, {"start": 3938.85, "end": 3939.21, "word": " الآن", "probability": 0.791259765625}, {"start": 3939.21, "end": 3939.71, "word": " إنك", "probability": 0.767822265625}, {"start": 3939.71, "end": 3939.95, "word": " تكون", "probability": 0.99169921875}, {"start": 3939.95, "end": 3940.29, "word": " مسوق", "probability": 0.8798828125}, {"start": 3940.29, "end": 3940.71, "word": " لحال", "probability": 0.9869791666666666}, {"start": 3940.71, "end": 3940.97, "word": " شو", "probability": 0.8408203125}, {"start": 3940.97, "end": 3941.15, "word": " بدي", "probability": 0.623046875}, {"start": 3941.15, "end": 3941.51, "word": " فيك", "probability": 0.984130859375}, {"start": 3941.51, "end": 3942.01, "word": " لازم", "probability": 0.9111328125}, {"start": 3942.01, "end": 3942.21, "word": " تكون", "probability": 0.97900390625}, {"start": 3942.21, "end": 3942.63, "word": " مسوق", "probability": 0.942138671875}, {"start": 3942.63, "end": 3942.77, "word": " و", "probability": 0.80908203125}, {"start": 3942.77, "end": 3942.91, "word": " لازم", "probability": 0.9879557291666666}, {"start": 3942.91, "end": 3943.09, "word": " تكون", "probability": 0.99365234375}, {"start": 3943.09, "end": 3943.31, "word": " كاتب", "probability": 0.9777018229166666}, {"start": 3943.31, "end": 3943.71, "word": " محتوى", "probability": 0.989013671875}, {"start": 3943.71, "end": 3943.85, "word": " و", "probability": 0.89111328125}, {"start": 3943.85, "end": 3944.03, "word": " لازم", "probability": 0.9931640625}, {"start": 3944.03, "end": 3944.41, "word": " تكون", "probability": 0.99462890625}, {"start": 3944.41, "end": 3944.73, "word": " عنده", "probability": 0.917724609375}, {"start": 3944.73, "end": 3944.97, "word": " قدرة", "probability": 0.9847005208333334}, {"start": 3944.97, "end": 3945.07, "word": " على", "probability": 0.77392578125}, {"start": 3945.07, "end": 3945.49, "word": " تصميم", "probability": 0.9964599609375}, {"start": 3945.49, "end": 3945.89, "word": " مثلا", "probability": 0.92236328125}, {"start": 3945.89, "end": 3946.95, "word": " مجموعة", "probability": 0.9498046875}, {"start": 3946.95, "end": 3947.17, "word": " من", "probability": 0.99609375}, {"start": 3947.17, "end": 3947.91, "word": " اليفطات", "probability": 0.8267822265625}], "temperature": 1.0}, {"id": 154, "seek": 395900, "start": 3949.22, "end": 3959.0, "text": "أي أشياء، تمام؟ مين يلخص الست نقات اللي تم ذكرها؟ سبعة نقات، مين يحكينا سبعة نقات؟", "tokens": [10721, 1829, 5551, 8592, 1829, 16606, 12399, 46811, 10943, 22807, 3714, 9957, 7251, 1211, 9778, 9381, 21136, 2655, 8717, 4587, 9307, 13672, 1829, 46811, 29910, 37983, 11296, 22807, 8608, 3555, 27884, 8717, 4587, 9307, 12399, 3714, 9957, 7251, 5016, 4117, 1829, 8315, 8608, 3555, 27884, 8717, 4587, 9307, 22807], "avg_logprob": -0.24874999821186067, "compression_ratio": 1.49, "no_speech_prob": 1.1920928955078125e-06, "words": [{"start": 3949.22, "end": 3950.22, "word": "أي", "probability": 0.888427734375}, {"start": 3950.22, "end": 3950.72, "word": " أشياء،", "probability": 0.86025390625}, {"start": 3950.72, "end": 3951.56, "word": " تمام؟", "probability": 0.8951822916666666}, {"start": 3951.56, "end": 3951.96, "word": " مين", "probability": 0.966064453125}, {"start": 3951.96, "end": 3952.36, "word": " يلخص", "probability": 0.9798583984375}, {"start": 3952.36, "end": 3952.86, "word": " الست", "probability": 0.36614990234375}, {"start": 3952.86, "end": 3953.14, "word": " نقات", "probability": 0.8893229166666666}, {"start": 3953.14, "end": 3953.24, "word": " اللي", "probability": 0.799072265625}, {"start": 3953.24, "end": 3953.34, "word": " تم", "probability": 0.55615234375}, {"start": 3953.34, "end": 3954.24, "word": " ذكرها؟", "probability": 0.93310546875}, {"start": 3954.24, "end": 3955.02, "word": " سبعة", "probability": 0.7568359375}, {"start": 3955.02, "end": 3956.2, "word": " نقات،", "probability": 0.674072265625}, {"start": 3956.2, "end": 3957.02, "word": " مين", "probability": 0.656005859375}, {"start": 3957.02, "end": 3957.36, "word": " يحكينا", "probability": 0.853369140625}, {"start": 3957.36, "end": 3957.64, "word": " سبعة", "probability": 0.912109375}, {"start": 3957.64, "end": 3959.0, "word": " نقات؟", "probability": 0.9818115234375}], "temperature": 1.0}, {"id": 155, "seek": 399042, "start": 3962.1, "end": 3990.42, "text": "طب ماشي بدي أسمع من كل واحدة فيكم نقطة مع شريحة في معناه وقت الدكتورة عشان أسرع يالا اتبعني نفسك أولا إن أنت بتتوفر جزء من الراتبات دريس بمعايا طول شهر يسلمه طول شهر ليه ال expangers اللي هي بيبقى أوفق من ال wants و ال needs الحاجات اللي أنا أحتاجها و الرغبة الواحدة استثمرت بيت ما يكونش كل المريض اللي بيسلم معايا في البيت لازم أخذ الجزء عشان اللي بيبقى أحتاجها", "tokens": [9566, 3555, 3714, 33599, 1829, 4724, 16254, 5551, 38251, 3615, 9154, 28242, 36764, 24401, 3660, 8978, 24793, 8717, 47432, 3660, 20449, 13412, 16572, 5016, 3660, 8978, 20449, 8315, 3224, 4032, 38149, 32748, 4117, 2655, 13063, 3660, 6225, 8592, 7649, 5551, 3794, 2288, 3615, 7251, 6027, 995, 1975, 2655, 3555, 3615, 22653, 8717, 36178, 4117, 5551, 12610, 995, 36145, 14739, 2655, 39894, 2655, 38688, 2288, 10874, 11622, 38207, 9154, 34892, 9307, 3555, 9307, 11778, 16572, 3794, 4724, 2304, 3615, 995, 25528, 23032, 12610, 13412, 3224, 2288, 7251, 3794, 19528, 3224, 23032, 12610, 13412, 3224, 2288, 32239, 3224, 2423, 1278, 11186, 13672, 1829, 39896, 4724, 1829, 3555, 4587, 7578, 34051, 5172, 4587, 9154, 2423, 2738, 4032, 2423, 2203, 21542, 26108, 9307, 13672, 1829, 41850, 5551, 33753, 26108, 11296, 4032, 34892, 17082, 49401, 2423, 14407, 24401, 3660, 44713, 12984, 29973, 2655, 4724, 36081, 19446, 7251, 30544, 8592, 28242, 9673, 16572, 11242, 13672, 1829, 4724, 1829, 3794, 19528, 20449, 995, 25528, 8978, 2423, 21292, 2655, 5296, 31377, 2304, 5551, 9778, 8848, 25724, 11622, 38207, 6225, 8592, 7649, 13672, 1829, 4724, 1829, 3555, 4587, 7578, 5551, 33753, 26108, 11296], "avg_logprob": -0.41722972844098066, "compression_ratio": 1.9937106918238994, "no_speech_prob": 2.3245811462402344e-06, "words": [{"start": 3962.1, "end": 3962.66, "word": "طب", "probability": 0.824462890625}, {"start": 3962.66, "end": 3962.86, "word": " ماشي", "probability": 0.8248697916666666}, {"start": 3962.86, "end": 3963.02, "word": " بدي", "probability": 0.6141357421875}, {"start": 3963.02, "end": 3963.24, "word": " أسمع", "probability": 0.8857421875}, {"start": 3963.24, "end": 3963.34, "word": " من", "probability": 0.98291015625}, {"start": 3963.34, "end": 3963.46, "word": " كل", "probability": 0.98046875}, {"start": 3963.46, "end": 3963.62, "word": " واحدة", "probability": 0.9928385416666666}, {"start": 3963.62, "end": 3963.9, "word": " فيكم", "probability": 0.909912109375}, {"start": 3963.9, "end": 3964.34, "word": " نقطة", "probability": 0.9884440104166666}, {"start": 3964.34, "end": 3964.74, "word": " مع", "probability": 0.8857421875}, {"start": 3964.74, "end": 3965.16, "word": " شريحة", "probability": 0.947265625}, {"start": 3965.16, "end": 3965.34, "word": " في", "probability": 0.68310546875}, {"start": 3965.34, "end": 3965.56, "word": " معناه", "probability": 0.8517252604166666}, {"start": 3965.56, "end": 3965.76, "word": " وقت", "probability": 0.75927734375}, {"start": 3965.76, "end": 3966.58, "word": " الدكتورة", "probability": 0.89814453125}, {"start": 3966.58, "end": 3966.82, "word": " عشان", "probability": 0.5192464192708334}, {"start": 3966.82, "end": 3967.04, "word": " أسرع", "probability": 0.438323974609375}, {"start": 3967.04, "end": 3967.16, "word": " يالا", "probability": 0.6819661458333334}, {"start": 3967.16, "end": 3969.7, "word": " اتبعني", "probability": 0.53896484375}, {"start": 3969.7, "end": 3970.06, "word": " نفسك", "probability": 0.9920247395833334}, {"start": 3970.06, "end": 3970.36, "word": " أولا", "probability": 0.90625}, {"start": 3970.36, "end": 3970.48, "word": " إن", "probability": 0.4521484375}, {"start": 3970.48, "end": 3970.76, "word": " أنت", "probability": 0.7252197265625}, {"start": 3970.76, "end": 3971.62, "word": " بتتوفر", "probability": 0.8084716796875}, {"start": 3971.62, "end": 3972.16, "word": " جزء", "probability": 0.9378255208333334}, {"start": 3972.16, "end": 3972.46, "word": " من", "probability": 0.9921875}, {"start": 3972.46, "end": 3973.5, "word": " الراتبات", "probability": 0.6895751953125}, {"start": 3973.5, "end": 3974.36, "word": " دريس", "probability": 0.565673828125}, {"start": 3974.36, "end": 3974.68, "word": " بمعايا", "probability": 0.607470703125}, {"start": 3974.68, "end": 3974.92, "word": " طول", "probability": 0.3668212890625}, {"start": 3974.92, "end": 3975.14, "word": " شهر", "probability": 0.96875}, {"start": 3975.14, "end": 3976.28, "word": " يسلمه", "probability": 0.461181640625}, {"start": 3976.28, "end": 3976.64, "word": " طول", "probability": 0.5819091796875}, {"start": 3976.64, "end": 3976.9, "word": " شهر", "probability": 0.9861653645833334}, {"start": 3976.9, "end": 3977.02, "word": " ليه", "probability": 0.5858154296875}, {"start": 3977.02, "end": 3977.14, "word": " ال", "probability": 0.466552734375}, {"start": 3977.14, "end": 3977.66, "word": " expangers", "probability": 0.31378173828125}, {"start": 3977.66, "end": 3977.94, "word": " اللي", "probability": 0.8818359375}, {"start": 3977.94, "end": 3978.14, "word": " هي", "probability": 0.73876953125}, {"start": 3978.14, "end": 3978.52, "word": " بيبقى", "probability": 0.5688232421875}, {"start": 3978.52, "end": 3979.36, "word": " أوفق", "probability": 0.6726888020833334}, {"start": 3979.36, "end": 3979.58, "word": " من", "probability": 0.9208984375}, {"start": 3979.58, "end": 3979.76, "word": " ال", "probability": 0.95849609375}, {"start": 3979.76, "end": 3980.1, "word": " wants", "probability": 0.4794921875}, {"start": 3980.1, "end": 3980.3, "word": " و", "probability": 0.7353515625}, {"start": 3980.3, "end": 3980.38, "word": " ال", "probability": 0.94873046875}, {"start": 3980.38, "end": 3980.6, "word": " needs", "probability": 0.87646484375}, {"start": 3980.6, "end": 3981.06, "word": " الحاجات", "probability": 0.9557291666666666}, {"start": 3981.06, "end": 3981.2, "word": " اللي", "probability": 0.859130859375}, {"start": 3981.2, "end": 3981.4, "word": " أنا", "probability": 0.36572265625}, {"start": 3981.4, "end": 3982.14, "word": " أحتاجها", "probability": 0.82147216796875}, {"start": 3982.14, "end": 3982.4, "word": " و", "probability": 0.87646484375}, {"start": 3982.4, "end": 3983.0, "word": " الرغبة", "probability": 0.8623046875}, {"start": 3983.0, "end": 3983.7, "word": " الواحدة", "probability": 0.753875732421875}, {"start": 3983.7, "end": 3985.32, "word": " استثمرت", "probability": 0.467529296875}, {"start": 3985.32, "end": 3985.72, "word": " بيت", "probability": 0.863525390625}, {"start": 3985.72, "end": 3986.06, "word": " ما", "probability": 0.80322265625}, {"start": 3986.06, "end": 3986.42, "word": " يكونش", "probability": 0.7325846354166666}, {"start": 3986.42, "end": 3986.62, "word": " كل", "probability": 0.953125}, {"start": 3986.62, "end": 3987.0, "word": " المريض", "probability": 0.5455729166666666}, {"start": 3987.0, "end": 3987.14, "word": " اللي", "probability": 0.9375}, {"start": 3987.14, "end": 3987.5, "word": " بيسلم", "probability": 0.44329833984375}, {"start": 3987.5, "end": 3987.7, "word": " معايا", "probability": 0.9407552083333334}, {"start": 3987.7, "end": 3987.88, "word": " في", "probability": 0.40771484375}, {"start": 3987.88, "end": 3988.3, "word": " البيت", "probability": 0.7869466145833334}, {"start": 3988.3, "end": 3988.52, "word": " لازم", "probability": 0.7533365885416666}, {"start": 3988.52, "end": 3988.82, "word": " أخذ", "probability": 0.6936848958333334}, {"start": 3988.82, "end": 3989.08, "word": " الجزء", "probability": 0.7928059895833334}, {"start": 3989.08, "end": 3989.4, "word": " عشان", "probability": 0.75}, {"start": 3989.4, "end": 3989.56, "word": " اللي", "probability": 0.5992431640625}, {"start": 3989.56, "end": 3989.74, "word": " بيبقى", "probability": 0.691162109375}, {"start": 3989.74, "end": 3990.42, "word": " أحتاجها", "probability": 0.580322265625}], "temperature": 1.0}, {"id": 156, "seek": 402351, "start": 4003.71, "end": 4023.51, "text": "صحيح نسمع منك احسنتى ايوه احسنتى بشكرك كتير", "tokens": [9381, 5016, 1829, 5016, 8717, 38251, 3615, 9154, 4117, 1975, 5016, 3794, 29399, 7578, 1975, 1829, 2407, 3224, 1975, 5016, 3794, 29399, 7578, 4724, 8592, 37983, 4117, 9122, 2655, 13546], "avg_logprob": -0.4140624980772695, "compression_ratio": 1.144927536231884, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 4003.71, "end": 4005.11, "word": "صحيح", "probability": 0.7698211669921875}, {"start": 4005.11, "end": 4005.51, "word": " نسمع", "probability": 0.84423828125}, {"start": 4005.51, "end": 4005.83, "word": " منك", "probability": 0.97802734375}, {"start": 4005.83, "end": 4014.71, "word": " احسنتى", "probability": 0.684912109375}, {"start": 4014.71, "end": 4020.03, "word": " ايوه", "probability": 0.5697021484375}, {"start": 4020.03, "end": 4021.81, "word": " احسنتى", "probability": 0.82138671875}, {"start": 4021.81, "end": 4023.13, "word": " بشكرك", "probability": 0.4876708984375}, {"start": 4023.13, "end": 4023.51, "word": " كتير", "probability": 0.98193359375}], "temperature": 1.0}, {"id": 157, "seek": 405508, "start": 4025.82, "end": 4055.08, "text": "بس كده كتير بتمنى إنه slide بالإدار ما يتعلق بالإدار المالية وصدقم بسلاسة وفهمته يعني واحفظته قبل ما تطلع من القاعة شكرا نعم شكرا قبل قيم محافظة فضلي هنا ما شاء الله أعملناها في مدينة الشارع حتة كم في شارعها بسيط و .. طب الحمد لله إسلام ما شاء الله عليه و أسقى من نفسي كتير و مهدمة بالمعلومات و تهمها إيه الحلول؟", "tokens": [3555, 3794, 9122, 3215, 3224, 9122, 2655, 13546, 39894, 27842, 7578, 36145, 3224, 4137, 20666, 28814, 3215, 9640, 19446, 7251, 2655, 30241, 4587, 20666, 28814, 3215, 9640, 9673, 6027, 10632, 4032, 9381, 3215, 4587, 2304, 4724, 3794, 15040, 3794, 3660, 4032, 5172, 16095, 47395, 37495, 22653, 36764, 5016, 5172, 19913, 47395, 12174, 36150, 19446, 6055, 9566, 1211, 3615, 9154, 25062, 995, 27884, 13412, 4117, 23557, 8717, 25957, 13412, 4117, 23557, 12174, 36150, 12174, 32640, 3714, 5016, 31845, 19913, 3660, 6156, 11242, 20292, 34105, 19446, 13412, 16606, 21984, 5551, 25957, 1211, 8315, 11296, 8978, 3714, 3215, 9957, 3660, 25124, 9640, 3615, 11331, 2655, 3660, 9122, 2304, 8978, 13412, 9640, 3615, 11296, 4724, 3794, 1829, 9566, 4032, 4386, 23032, 3555, 21542, 2304, 3215, 24976, 3224, 11933, 3794, 37440, 19446, 13412, 16606, 21984, 47356, 4032, 5551, 3794, 4587, 7578, 9154, 8717, 36178, 1829, 9122, 2655, 13546, 4032, 3714, 3224, 40448, 3660, 20666, 2304, 30241, 20498, 9307, 4032, 6055, 16095, 11296, 11933, 1829, 3224, 21542, 1211, 12610, 22807], "avg_logprob": -0.37973484920732903, "compression_ratio": 1.9337979094076656, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 4025.82, "end": 4026.18, "word": "بس", "probability": 0.5181884765625}, {"start": 4026.18, "end": 4026.32, "word": " كده", "probability": 0.7134602864583334}, {"start": 4026.32, "end": 4026.6, "word": " كتير", "probability": 0.9456380208333334}, {"start": 4026.6, "end": 4027.24, "word": " بتمنى", "probability": 0.7457682291666666}, {"start": 4027.24, "end": 4027.78, "word": " إنه", "probability": 0.5655517578125}, {"start": 4027.78, "end": 4028.58, "word": " slide", "probability": 0.89013671875}, {"start": 4028.58, "end": 4029.2, "word": " بالإدار", "probability": 0.8812255859375}, {"start": 4029.2, "end": 4029.46, "word": " ما", "probability": 0.60302734375}, {"start": 4029.46, "end": 4029.98, "word": " يتعلق", "probability": 0.96435546875}, {"start": 4029.98, "end": 4030.44, "word": " بالإدار", "probability": 0.98095703125}, {"start": 4030.44, "end": 4031.0, "word": " المالية", "probability": 0.9830729166666666}, {"start": 4031.0, "end": 4031.74, "word": " وصدقم", "probability": 0.639697265625}, {"start": 4031.74, "end": 4032.56, "word": " بسلاسة", "probability": 0.9271484375}, {"start": 4032.56, "end": 4033.2, "word": " وفهمته", "probability": 0.79736328125}, {"start": 4033.2, "end": 4033.54, "word": " يعني", "probability": 0.855712890625}, {"start": 4033.54, "end": 4034.52, "word": " واحفظته", "probability": 0.764501953125}, {"start": 4034.52, "end": 4034.66, "word": " قبل", "probability": 0.965576171875}, {"start": 4034.66, "end": 4034.74, "word": " ما", "probability": 0.89599609375}, {"start": 4034.74, "end": 4035.16, "word": " تطلع", "probability": 0.995849609375}, {"start": 4035.16, "end": 4035.5, "word": " من", "probability": 0.9951171875}, {"start": 4035.5, "end": 4035.92, "word": " القاعة", "probability": 0.7530110677083334}, {"start": 4035.92, "end": 4037.28, "word": " شكرا", "probability": 0.8435872395833334}, {"start": 4037.28, "end": 4037.5, "word": " نعم", "probability": 0.4193115234375}, {"start": 4037.5, "end": 4037.88, "word": " شكرا", "probability": 0.9319661458333334}, {"start": 4037.88, "end": 4038.12, "word": " قبل", "probability": 0.5960693359375}, {"start": 4038.12, "end": 4040.8, "word": " قيم", "probability": 0.475341796875}, {"start": 4040.8, "end": 4042.02, "word": " محافظة", "probability": 0.8369140625}, {"start": 4042.02, "end": 4042.48, "word": " فضلي", "probability": 0.7755533854166666}, {"start": 4042.48, "end": 4043.06, "word": " هنا", "probability": 0.8076171875}, {"start": 4043.06, "end": 4043.62, "word": " ما", "probability": 0.1270751953125}, {"start": 4043.62, "end": 4043.78, "word": " شاء", "probability": 0.9296875}, {"start": 4043.78, "end": 4043.84, "word": " الله", "probability": 0.94580078125}, {"start": 4043.84, "end": 4044.64, "word": " أعملناها", "probability": 0.5663818359375}, {"start": 4044.64, "end": 4045.4, "word": " في", "probability": 0.6064453125}, {"start": 4045.4, "end": 4045.68, "word": " مدينة", "probability": 0.496917724609375}, {"start": 4045.68, "end": 4045.92, "word": " الشارع", "probability": 0.5000813802083334}, {"start": 4045.92, "end": 4046.2, "word": " حتة", "probability": 0.5738118489583334}, {"start": 4046.2, "end": 4046.52, "word": " كم", "probability": 0.26385498046875}, {"start": 4046.52, "end": 4047.04, "word": " في", "probability": 0.413330078125}, {"start": 4047.04, "end": 4047.54, "word": " شارعها", "probability": 0.8316650390625}, {"start": 4047.54, "end": 4048.02, "word": " بسيط", "probability": 0.995361328125}, {"start": 4048.02, "end": 4048.22, "word": " و", "probability": 0.5966796875}, {"start": 4048.22, "end": 4048.38, "word": " ..", "probability": 0.477294921875}, {"start": 4048.38, "end": 4048.84, "word": " طب", "probability": 0.875244140625}, {"start": 4048.84, "end": 4049.12, "word": " الحمد", "probability": 0.9148763020833334}, {"start": 4049.12, "end": 4049.28, "word": " لله", "probability": 0.6513671875}, {"start": 4049.28, "end": 4049.62, "word": " إسلام", "probability": 0.7736002604166666}, {"start": 4049.62, "end": 4050.18, "word": " ما", "probability": 0.315185546875}, {"start": 4050.18, "end": 4050.3, "word": " شاء", "probability": 0.951904296875}, {"start": 4050.3, "end": 4050.4, "word": " الله", "probability": 0.95263671875}, {"start": 4050.4, "end": 4050.7, "word": " عليه", "probability": 0.55615234375}, {"start": 4050.7, "end": 4050.96, "word": " و", "probability": 0.89306640625}, {"start": 4050.96, "end": 4051.16, "word": " أسقى", "probability": 0.5877685546875}, {"start": 4051.16, "end": 4051.28, "word": " من", "probability": 0.96923828125}, {"start": 4051.28, "end": 4051.62, "word": " نفسي", "probability": 0.754638671875}, {"start": 4051.62, "end": 4052.08, "word": " كتير", "probability": 0.8932291666666666}, {"start": 4052.08, "end": 4052.22, "word": " و", "probability": 0.6796875}, {"start": 4052.22, "end": 4052.62, "word": " مهدمة", "probability": 0.64532470703125}, {"start": 4052.62, "end": 4053.36, "word": " بالمعلومات", "probability": 0.951171875}, {"start": 4053.36, "end": 4053.54, "word": " و", "probability": 0.8115234375}, {"start": 4053.54, "end": 4054.1, "word": " تهمها", "probability": 0.3629557291666667}, {"start": 4054.1, "end": 4054.46, "word": " إيه", "probability": 0.5083821614583334}, {"start": 4054.46, "end": 4055.08, "word": " الحلول؟", "probability": 0.6951904296875}], "temperature": 1.0}, {"id": 158, "seek": 408321, "start": 4056.73, "end": 4083.21, "text": "ممتازة، ما شاء الله لأ، ممتازة، وين صارت هذه؟ لأنه يعني ممتازة حسنا، اتفضلي ايه؟ اتفضلي ان الجسم دا انه ما شاء الله و يديني ما شاء الله، و لأ هم بس بتوصيل المعلومات زائد انه امرنا في التعامل مع المجموعة okay، ايه ده؟ ما شاء الله، عليها شخصيته حلوة واضحة انها فاهمة المادة ومتحمسة كويسة جسدي؟ ممتازة، توصيت المعلومة مظبوط وسلسلة", "tokens": [2304, 2304, 2655, 31377, 3660, 12399, 19446, 13412, 16606, 21984, 5296, 10721, 12399, 3714, 2304, 2655, 31377, 3660, 12399, 4032, 9957, 20328, 9640, 2655, 29538, 22807, 5296, 33456, 3224, 37495, 22653, 3714, 2304, 2655, 31377, 3660, 11331, 3794, 8315, 12399, 1975, 2655, 5172, 11242, 20292, 1975, 1829, 3224, 22807, 1975, 2655, 5172, 11242, 20292, 16472, 25724, 38251, 11778, 995, 16472, 3224, 19446, 13412, 16606, 21984, 4032, 7251, 3215, 9957, 1829, 19446, 13412, 16606, 21984, 12399, 4032, 5296, 10721, 8032, 2304, 4724, 3794, 39894, 2407, 9381, 26895, 9673, 30241, 20498, 9307, 30767, 16373, 3215, 16472, 3224, 1975, 29973, 8315, 8978, 16712, 3615, 10943, 1211, 20449, 9673, 7435, 2304, 45367, 3660, 1392, 12399, 1975, 1829, 3224, 11778, 3224, 22807, 19446, 13412, 16606, 21984, 12399, 25894, 11296, 13412, 9778, 9381, 36081, 3224, 11331, 1211, 2407, 3660, 4032, 46958, 5016, 3660, 16472, 11296, 6156, 995, 16095, 3660, 9673, 18513, 3660, 4032, 2304, 2655, 35571, 3794, 3660, 9122, 45865, 3794, 3660, 10874, 3794, 16254, 22807, 3714, 2304, 2655, 31377, 3660, 12399, 33427, 9381, 36081, 9673, 30241, 20498, 3660, 3714, 19913, 3555, 2407, 9566, 4032, 3794, 1211, 3794, 1211, 3660], "avg_logprob": -0.36452703089327426, "compression_ratio": 2.1496350364963503, "no_speech_prob": 9.715557098388672e-06, "words": [{"start": 4056.73, "end": 4057.13, "word": "ممتازة،", "probability": 0.75830078125}, {"start": 4057.13, "end": 4057.21, "word": " ما", "probability": 0.32568359375}, {"start": 4057.21, "end": 4057.41, "word": " شاء", "probability": 0.967041015625}, {"start": 4057.41, "end": 4057.63, "word": " الله", "probability": 0.966796875}, {"start": 4057.63, "end": 4057.93, "word": " لأ،", "probability": 0.68896484375}, {"start": 4057.93, "end": 4058.45, "word": " ممتازة،", "probability": 0.924560546875}, {"start": 4058.45, "end": 4058.57, "word": " وين", "probability": 0.869384765625}, {"start": 4058.57, "end": 4058.85, "word": " صارت", "probability": 0.8396809895833334}, {"start": 4058.85, "end": 4059.61, "word": " هذه؟", "probability": 0.6214599609375}, {"start": 4059.61, "end": 4060.05, "word": " لأنه", "probability": 0.5535074869791666}, {"start": 4060.05, "end": 4060.27, "word": " يعني", "probability": 0.938232421875}, {"start": 4060.27, "end": 4061.19, "word": " ممتازة", "probability": 0.9296875}, {"start": 4061.19, "end": 4062.23, "word": " حسنا،", "probability": 0.64208984375}, {"start": 4062.23, "end": 4062.65, "word": " اتفضلي", "probability": 0.7970703125}, {"start": 4062.65, "end": 4062.89, "word": " ايه؟", "probability": 0.525726318359375}, {"start": 4062.89, "end": 4063.11, "word": " اتفضلي", "probability": 0.6602294921875}, {"start": 4063.11, "end": 4063.23, "word": " ان", "probability": 0.251220703125}, {"start": 4063.23, "end": 4063.59, "word": " الجسم", "probability": 0.63671875}, {"start": 4063.59, "end": 4063.77, "word": " دا", "probability": 0.7255859375}, {"start": 4063.77, "end": 4063.95, "word": " انه", "probability": 0.57763671875}, {"start": 4063.95, "end": 4064.39, "word": " ما", "probability": 0.334228515625}, {"start": 4064.39, "end": 4064.57, "word": " شاء", "probability": 0.9716796875}, {"start": 4064.57, "end": 4064.79, "word": " الله", "probability": 0.95458984375}, {"start": 4064.79, "end": 4065.27, "word": " و", "probability": 0.52880859375}, {"start": 4065.27, "end": 4066.61, "word": " يديني", "probability": 0.5491943359375}, {"start": 4066.61, "end": 4066.93, "word": " ما", "probability": 0.52294921875}, {"start": 4066.93, "end": 4067.29, "word": " شاء", "probability": 0.986083984375}, {"start": 4067.29, "end": 4067.47, "word": " الله،", "probability": 0.885498046875}, {"start": 4067.47, "end": 4067.55, "word": " و", "probability": 0.70263671875}, {"start": 4067.55, "end": 4068.15, "word": " لأ", "probability": 0.7391357421875}, {"start": 4068.15, "end": 4068.73, "word": " هم", "probability": 0.51361083984375}, {"start": 4068.73, "end": 4069.01, "word": " بس", "probability": 0.769287109375}, {"start": 4069.01, "end": 4069.41, "word": " بتوصيل", "probability": 0.8934326171875}, {"start": 4069.41, "end": 4070.13, "word": " المعلومات", "probability": 0.8782958984375}, {"start": 4070.13, "end": 4070.51, "word": " زائد", "probability": 0.67822265625}, {"start": 4070.51, "end": 4071.21, "word": " انه", "probability": 0.8037109375}, {"start": 4071.21, "end": 4071.93, "word": " امرنا", "probability": 0.4892578125}, {"start": 4071.93, "end": 4072.05, "word": " في", "probability": 0.97021484375}, {"start": 4072.05, "end": 4072.45, "word": " التعامل", "probability": 0.9903564453125}, {"start": 4072.45, "end": 4072.59, "word": " مع", "probability": 0.98828125}, {"start": 4072.59, "end": 4073.59, "word": " المجموعة", "probability": 0.91708984375}, {"start": 4073.59, "end": 4073.91, "word": " okay،", "probability": 0.596923828125}, {"start": 4073.91, "end": 4074.05, "word": " ايه", "probability": 0.6984049479166666}, {"start": 4074.05, "end": 4074.97, "word": " ده؟", "probability": 0.9775390625}, {"start": 4074.97, "end": 4075.13, "word": " ما", "probability": 0.27099609375}, {"start": 4075.13, "end": 4075.23, "word": " شاء", "probability": 0.834228515625}, {"start": 4075.23, "end": 4075.39, "word": " الله،", "probability": 0.830078125}, {"start": 4075.39, "end": 4075.49, "word": " عليها", "probability": 0.55255126953125}, {"start": 4075.49, "end": 4075.97, "word": " شخصيته", "probability": 0.81640625}, {"start": 4075.97, "end": 4076.37, "word": " حلوة", "probability": 0.9774169921875}, {"start": 4076.37, "end": 4076.79, "word": " واضحة", "probability": 0.850341796875}, {"start": 4076.79, "end": 4076.89, "word": " انها", "probability": 0.6549072265625}, {"start": 4076.89, "end": 4077.25, "word": " فاهمة", "probability": 0.9281005859375}, {"start": 4077.25, "end": 4077.67, "word": " المادة", "probability": 0.9729817708333334}, {"start": 4077.67, "end": 4078.23, "word": " ومتحمسة", "probability": 0.723388671875}, {"start": 4078.23, "end": 4078.95, "word": " كويسة", "probability": 0.67877197265625}, {"start": 4078.95, "end": 4080.59, "word": " جسدي؟", "probability": 0.531463623046875}, {"start": 4080.59, "end": 4081.21, "word": " ممتازة،", "probability": 0.9539388020833334}, {"start": 4081.21, "end": 4081.53, "word": " توصيت", "probability": 0.7500813802083334}, {"start": 4081.53, "end": 4081.99, "word": " المعلومة", "probability": 0.902099609375}, {"start": 4081.99, "end": 4082.45, "word": " مظبوط", "probability": 0.82822265625}, {"start": 4082.45, "end": 4083.21, "word": " وسلسلة", "probability": 0.6642049153645834}], "temperature": 1.0}, {"id": 159, "seek": 411654, "start": 4090.72, "end": 4116.54, "text": "إن شاء الله بتشرح تفاعل، يعني كانت تحب تحفظ أو تفاعل مع ال .. مع الدكوش ولا بواس؟ ماشي شكرا يا إيمان، حصلت العشرين من العشرين، ما شاء الله، بنوفيك إن شاء الله في نهاية أو في ختام هذه الرحلة إن شاء الله بتمنى أنكم استفدتم من هذه .. من هذا المساق وإن شاء الله نلتقي في مساقات أخرى ويعطيكم العافية ويقولوا عملتوا خير", "tokens": [28814, 1863, 13412, 16606, 21984, 39894, 46309, 5016, 6055, 5172, 995, 30241, 12399, 37495, 22653, 25961, 2655, 6055, 5016, 3555, 6055, 5016, 5172, 19913, 34051, 6055, 5172, 995, 30241, 20449, 2423, 4386, 20449, 32748, 4117, 2407, 8592, 49429, 4724, 14407, 3794, 22807, 3714, 33599, 1829, 13412, 4117, 23557, 35186, 11933, 32640, 7649, 12399, 11331, 36520, 2655, 18863, 46309, 9957, 9154, 18863, 46309, 9957, 12399, 19446, 13412, 16606, 21984, 12399, 44945, 2407, 41185, 4117, 36145, 13412, 16606, 21984, 8978, 8717, 11296, 10632, 34051, 8978, 16490, 2655, 10943, 29538, 34892, 5016, 37977, 36145, 13412, 16606, 21984, 39894, 27842, 7578, 14739, 24793, 44713, 5172, 3215, 39237, 9154, 29538, 4386, 9154, 23758, 9673, 3794, 995, 4587, 4032, 28814, 1863, 13412, 16606, 21984, 8717, 1211, 2655, 38436, 8978, 47524, 995, 4587, 9307, 5551, 34740, 7578, 4032, 40228, 9566, 1829, 24793, 18863, 31845, 10632, 4032, 1829, 39648, 14407, 6225, 42213, 2655, 14407, 16490, 13546], "avg_logprob": -0.2797818807947556, "compression_ratio": 2.0551470588235294, "no_speech_prob": 1.3053417205810547e-05, "words": [{"start": 4090.72, "end": 4091.06, "word": "إن", "probability": 0.653564453125}, {"start": 4091.06, "end": 4091.12, "word": " شاء", "probability": 0.979736328125}, {"start": 4091.12, "end": 4091.16, "word": " الله", "probability": 0.9638671875}, {"start": 4091.16, "end": 4091.74, "word": " بتشرح", "probability": 0.6446940104166666}, {"start": 4091.74, "end": 4092.38, "word": " تفاعل،", "probability": 0.741162109375}, {"start": 4092.38, "end": 4092.48, "word": " يعني", "probability": 0.958984375}, {"start": 4092.48, "end": 4092.8, "word": " كانت", "probability": 0.884033203125}, {"start": 4092.8, "end": 4093.06, "word": " تحب", "probability": 0.8751627604166666}, {"start": 4093.06, "end": 4093.9, "word": " تحفظ", "probability": 0.8345947265625}, {"start": 4093.9, "end": 4094.04, "word": " أو", "probability": 0.95166015625}, {"start": 4094.04, "end": 4094.44, "word": " تفاعل", "probability": 0.89501953125}, {"start": 4094.44, "end": 4094.6, "word": " مع", "probability": 0.98681640625}, {"start": 4094.6, "end": 4094.86, "word": " ال", "probability": 0.880859375}, {"start": 4094.86, "end": 4095.28, "word": " ..", "probability": 0.7373046875}, {"start": 4095.28, "end": 4095.96, "word": " مع", "probability": 0.267822265625}, {"start": 4095.96, "end": 4096.24, "word": " الدكوش", "probability": 0.751312255859375}, {"start": 4096.24, "end": 4096.36, "word": " ولا", "probability": 0.88720703125}, {"start": 4096.36, "end": 4097.58, "word": " بواس؟", "probability": 0.63720703125}, {"start": 4097.58, "end": 4099.32, "word": " ماشي", "probability": 0.4619547526041667}, {"start": 4099.32, "end": 4099.7, "word": " شكرا", "probability": 0.7841796875}, {"start": 4099.7, "end": 4099.84, "word": " يا", "probability": 0.486083984375}, {"start": 4099.84, "end": 4100.08, "word": " إيمان،", "probability": 0.64117431640625}, {"start": 4100.08, "end": 4100.46, "word": " حصلت", "probability": 0.8252766927083334}, {"start": 4100.46, "end": 4100.84, "word": " العشرين", "probability": 0.6507161458333334}, {"start": 4100.84, "end": 4100.92, "word": " من", "probability": 0.73779296875}, {"start": 4100.92, "end": 4101.24, "word": " العشرين،", "probability": 0.851318359375}, {"start": 4101.24, "end": 4101.32, "word": " ما", "probability": 0.471435546875}, {"start": 4101.32, "end": 4101.52, "word": " شاء", "probability": 0.957275390625}, {"start": 4101.52, "end": 4101.96, "word": " الله،", "probability": 0.684814453125}, {"start": 4101.96, "end": 4102.9, "word": " بنوفيك", "probability": 0.367645263671875}, {"start": 4102.9, "end": 4103.02, "word": " إن", "probability": 0.82568359375}, {"start": 4103.02, "end": 4103.22, "word": " شاء", "probability": 0.99072265625}, {"start": 4103.22, "end": 4103.86, "word": " الله", "probability": 0.955078125}, {"start": 4103.86, "end": 4104.8, "word": " في", "probability": 0.44970703125}, {"start": 4104.8, "end": 4105.6, "word": " نهاية", "probability": 0.9627278645833334}, {"start": 4105.6, "end": 4105.76, "word": " أو", "probability": 0.89599609375}, {"start": 4105.76, "end": 4105.92, "word": " في", "probability": 0.97900390625}, {"start": 4105.92, "end": 4106.32, "word": " ختام", "probability": 0.86865234375}, {"start": 4106.32, "end": 4106.64, "word": " هذه", "probability": 0.93505859375}, {"start": 4106.64, "end": 4107.1, "word": " الرحلة", "probability": 0.9853515625}, {"start": 4107.1, "end": 4107.24, "word": " إن", "probability": 0.75146484375}, {"start": 4107.24, "end": 4107.36, "word": " شاء", "probability": 0.9931640625}, {"start": 4107.36, "end": 4107.5, "word": " الله", "probability": 0.94775390625}, {"start": 4107.5, "end": 4107.98, "word": " بتمنى", "probability": 0.78662109375}, {"start": 4107.98, "end": 4108.34, "word": " أنكم", "probability": 0.40667724609375}, {"start": 4108.34, "end": 4109.18, "word": " استفدتم", "probability": 0.84814453125}, {"start": 4109.18, "end": 4109.54, "word": " من", "probability": 0.98681640625}, {"start": 4109.54, "end": 4109.96, "word": " هذه", "probability": 0.68994140625}, {"start": 4109.96, "end": 4110.12, "word": " ..", "probability": 0.85888671875}, {"start": 4110.12, "end": 4110.3, "word": " من", "probability": 0.94970703125}, {"start": 4110.3, "end": 4110.52, "word": " هذا", "probability": 0.96630859375}, {"start": 4110.52, "end": 4111.28, "word": " المساق", "probability": 0.8497314453125}, {"start": 4111.28, "end": 4112.38, "word": " وإن", "probability": 0.9296875}, {"start": 4112.38, "end": 4112.58, "word": " شاء", "probability": 0.99072265625}, {"start": 4112.58, "end": 4112.74, "word": " الله", "probability": 0.97265625}, {"start": 4112.74, "end": 4113.26, "word": " نلتقي", "probability": 0.91845703125}, {"start": 4113.26, "end": 4113.42, "word": " في", "probability": 0.97607421875}, {"start": 4113.42, "end": 4114.16, "word": " مساقات", "probability": 0.996337890625}, {"start": 4114.16, "end": 4114.86, "word": " أخرى", "probability": 0.9788411458333334}, {"start": 4114.86, "end": 4115.24, "word": " ويعطيكم", "probability": 0.76435546875}, {"start": 4115.24, "end": 4115.58, "word": " العافية", "probability": 0.9254557291666666}, {"start": 4115.58, "end": 4115.8, "word": " ويقولوا", "probability": 0.7496337890625}, {"start": 4115.8, "end": 4116.2, "word": " عملتوا", "probability": 0.6578369140625}, {"start": 4116.2, "end": 4116.54, "word": " خير", "probability": 0.93310546875}], "temperature": 1.0}], "language": "ar", "language_probability": 1.0, "duration": 4117.7803125, "duration_after_vad": 3853.7981249999857}
\ No newline at end of file
diff --git a/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/OVS019o6v_4_raw.srt b/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/OVS019o6v_4_raw.srt
new file mode 100644
index 0000000000000000000000000000000000000000..eff3160f07c27048c83beb373743492747e5997d
--- /dev/null
+++ b/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/OVS019o6v_4_raw.srt
@@ -0,0 +1,6160 @@
+1
+00:00:05,310 --> 00:00:07,710
+عودوا بالله السلام علينا الشيطان الرجيم بسم الله
+
+2
+00:00:07,710 --> 00:00:11,330
+الرحمن الرحيم الحمد لله و الصلاة والسلام على مصطفى
+
+3
+00:00:11,330 --> 00:00:15,870
+الأمين سيدنا محمد وعلى أهلي ومن سارع على دربه
+
+4
+00:00:15,870 --> 00:00:19,710
+بإحسان إلى يوم الدين بالله السلام عليكم و رحمة
+
+5
+00:00:19,710 --> 00:00:23,830
+الله كيف حالكم؟ كيف هم ساعتكم اليوم ان شاء الله
+
+6
+00:00:23,830 --> 00:00:27,750
+تمام؟ الحمد لله مازلنا في موضوع strategy
+
+7
+00:00:27,750 --> 00:00:30,530
+management اللي هي إدارة استراتيجية المحاضرة
+
+8
+00:00:30,530 --> 00:00:33,850
+الماضية كانت مع ازمات كظيمةفطرقنا فيها طبعا
+
+9
+00:00:33,850 --> 00:00:38,790
+التعريف إدارة استراتيجية فطرقنا فيها إلى مراحلها
+
+10
+00:00:38,790 --> 00:00:42,450
+طبعا
+
+11
+00:00:42,450 --> 00:00:50,270
+هذا كله فصلنا المحاضرة الماضية خدنا فوائدها إذا
+
+12
+00:00:50,270 --> 00:00:52,930
+نأخذ خطوات إدارة استراتيجية اللي هي تنفيذ إياشر
+
+13
+00:00:52,930 --> 00:00:56,850
+لإستراتيجية استراتيجي accepted تفضلي أنتي نشوف مع
+
+14
+00:00:56,850 --> 00:01:03,770
+بعض إن شاء الله الموضوع .. تفضلي Reemaسلامتكم
+
+15
+00:01:03,770 --> 00:01:08,330
+العافية اليوم راح نكمل بموضوعنا موضوع استراتيجية
+
+16
+00:01:08,330 --> 00:01:13,170
+احنا طبعا وصلنا لمرحلة التنفيذ خلصنا من الخطوات و
+
+17
+00:01:13,170 --> 00:01:16,870
+اللي قبل و مرحلها لكن اه وصلنا لعين تنفيذ
+
+18
+00:01:16,870 --> 00:01:22,550
+استراتيجيةطبعاً هذه المرحلة اللي .. اللي راح نصل
+
+19
+00:01:22,550 --> 00:01:25,630
+فيها لتنفيذ استراتيجية هي اللي هنشوف فيها كل
+
+20
+00:01:25,630 --> 00:01:28,590
+الخطوات السابقة اللي احنا حاطناها من أهداف، من
+
+21
+00:01:28,590 --> 00:01:33,630
+رؤية، من غيات، من .. من هدف الأساسي للمؤسسة، راح
+
+22
+00:01:33,630 --> 00:01:37,370
+نشوفه في مرحلة التنفيذ فهي المرحلة اللي بتختبر
+
+23
+00:01:37,370 --> 00:01:40,430
+فيها الإدارة العودية المنظمة بدقة أكتر الأهداف
+
+24
+00:01:40,430 --> 00:01:44,270
+المطلوبةو .. و بت .. و احنا عرفنا ان الإدارة
+
+25
+00:01:44,270 --> 00:01:47,390
+العليا هي اللي بتصيغ ال استراتيجية لكن في هذه
+
+26
+00:01:47,390 --> 00:01:51,270
+المرحلة مرحلة التنفيذ لأ هي بتتعاون مع المستويات
+
+27
+00:01:51,270 --> 00:01:56,630
+الأخرى في المؤسسة عشان تحقق اللي هي أهدافها من
+
+28
+00:01:56,630 --> 00:02:00,650
+الاستراتيجيةممتاز، لأن في مرحلة تنفيذ استراتيجية
+
+29
+00:02:00,650 --> 00:02:04,770
+شيرج من أنظف المرسى بتنفيذ رؤية المرسى و أسلتها و
+
+30
+00:02:04,770 --> 00:02:08,930
+أهدافها لفترة زمانية عايشة قادرة، لما نضع
+
+31
+00:02:08,930 --> 00:02:12,170
+الاستراتيجية الدالة العليا، ما يولفتها ويا باقي
+
+32
+00:02:12,170 --> 00:02:16,930
+الأستويات الإدارية، فضلواالمرحلة الرابعة أو
+
+33
+00:02:16,930 --> 00:02:20,250
+الأخيرة بالاستراتيجية هي مرحلة التقييم، احنا خلصنا
+
+34
+00:02:20,250 --> 00:02:24,490
+و حطينا الأهداف، نفذنا، بدنا نشوف مرحلة الرقابة و
+
+35
+00:02:24,490 --> 00:02:29,030
+التقييم، امين فاكرة شو يعني تقييم او رقابة؟ شو هو
+
+36
+00:02:29,030 --> 00:02:31,570
+التقييم؟ تفضل يا عزيزي
+
+37
+00:02:37,810 --> 00:02:41,850
+بالظبط Bravo عليكي، اذا هو باختصار قياس الأداء
+
+38
+00:02:41,850 --> 00:02:45,630
+الفعلي بالمخطط ليله، أنا راح أشوف هل مشيت الخطة زي
+
+39
+00:02:45,630 --> 00:02:49,130
+ما أنا رسمتها من البداية، هل حققت الأهداف المطلوبة
+
+40
+00:02:49,130 --> 00:02:53,530
+عندي أو لأ، طبعا في أكتر من طريقة للتقييم، هو
+
+41
+00:02:53,530 --> 00:02:57,470
+بتناول هنا تقييم تقييم نظام الأداء المتوازن أو
+
+42
+00:02:57,470 --> 00:03:00,870
+بطاقة الأداء المتوازن ممكن بطاقة الأداء المتوازن
+
+43
+00:03:01,640 --> 00:03:04,280
+بطاقة الأداء المتوازن، خلّيني أنا أشوف الشكل
+
+44
+00:03:04,280 --> 00:03:10,360
+التوضيحي بعد أن نرجع للكلام، هنا
+
+45
+00:03:10,360 --> 00:03:15,220
+بالتقييم بيصير عندي لأربع جوانب، طبعا كلنا بنعرف
+
+46
+00:03:15,220 --> 00:03:19,850
+أن المؤسسات هدفها بالأساس الربحلكن هاي ما بتنظر بس
+
+47
+00:03:19,850 --> 00:03:23,630
+للربح، في عندي customers الزبائن، ردة الزبائن،
+
+48
+00:03:23,630 --> 00:03:26,630
+تشوف إذا كان اللي هو إلسبون راضي على الخدمة اللي
+
+49
+00:03:26,630 --> 00:03:30,090
+أنا بقدمها أو على المنتج اللي أنا بقدمه، تشوف
+
+50
+00:03:30,090 --> 00:03:33,530
+العمليات الداخلية عندي بالمؤسسة، هل أنا نجحت
+
+51
+00:03:33,530 --> 00:03:37,090
+كمؤسسة بالخطة اللي أنا وضعتها، إن كل مستويات
+
+52
+00:03:37,090 --> 00:03:40,270
+الإدارة يمشوا على الخطة اللي أنا وضعتها وينفذوها
+
+53
+00:03:40,270 --> 00:03:46,110
+بشكل مترابط وسليم؟الأنشطة، بعدين اللي هو الأداء
+
+54
+00:03:46,110 --> 00:03:50,030
+المالي، طبعا كله بترتب على بعض، يعني ردة الزبائن
+
+55
+00:03:50,030 --> 00:03:56,150
+لازم يكون عندى في المؤسسة الشغل سليم ومتكامل 100%،
+
+56
+00:03:56,150 --> 00:03:59,530
+في عندي ربح، هذا الربح مش راح يجي من دون اللي هو
+
+57
+00:03:59,530 --> 00:04:02,330
+ردة الزبائن، من دون ما أنا أشتغل على الجفة
+
+58
+00:04:02,330 --> 00:04:07,080
+الداخليةو ال learning اللي هي التعلم يعني أنا لازم
+
+59
+00:04:07,080 --> 00:04:10,700
+أاخد دروس و عبر من الخطة اللي أنا عملتها إيش صار
+
+60
+00:04:10,700 --> 00:04:14,140
+معايا أستفيد من الدروس و العبر عشان أكون منظمة
+
+61
+00:04:14,140 --> 00:04:14,820
+متعلمة
+
+62
+00:04:18,960 --> 00:04:22,860
+إذا نرجع نشوف أول إشي البعد المالي، البعد المالي
+
+63
+00:04:22,860 --> 00:04:25,580
+اللي هي أنا زي ما حكينا بنشوف إشي العواقد اللي
+
+64
+00:04:25,580 --> 00:04:28,760
+رجعت عليها على المؤسسة من ربح، البعد الخاص
+
+65
+00:04:28,760 --> 00:04:32,440
+بالزبائن اللي هو بختص بإرادة الزبائن وولاقهم اتجاه
+
+66
+00:04:32,440 --> 00:04:33,160
+المنتجات
+
+67
+00:04:35,720 --> 00:04:38,980
+البعد الداخلي للعمليات المنظمة اللي هو مؤشرات
+
+68
+00:04:38,980 --> 00:04:42,920
+الإنتاج وعمليات الإحصائية اللي هي كمان طريقة تنفيذ
+
+69
+00:04:42,920 --> 00:04:47,580
+الأنشطة وبعد التعلم و النمو اللي هو عدد المنتجات
+
+70
+00:04:47,580 --> 00:04:52,580
+ونشاط التطور اللي عندي عنا سؤال لو سمحتي وضحلي
+
+71
+00:04:52,580 --> 00:05:01,920
+بفصل بطاقة الأداء المتوازن هذه
+
+72
+00:05:01,920 --> 00:05:06,030
+البطاقة احنا ممكن نصممهالأي مؤسسة وان كانت خدمية
+
+73
+00:05:06,030 --> 00:05:10,270
+أو صناعية أو تجارية؟ هي غالبا بتكون .. ممكن تكون
+
+74
+00:05:10,270 --> 00:05:13,330
+خدمات، ممكن تكون منتجات، لأنه فيها زبائن، أه، أه،
+
+75
+00:05:13,330 --> 00:05:15,630
+أه، أه، أه، أه، أه، أه، أه، أه، أه، أه، أه، أه،
+
+76
+00:05:15,630 --> 00:05:15,810
+أه، أه، أه، أه، أه، أه، أه، أه، أه، أه، أه، أه،
+
+77
+00:05:15,810 --> 00:05:17,650
+أه، أه، أه، أه، أه، أه، أه، أه، أه، أه، أه، أه،
+
+78
+00:05:17,650 --> 00:05:17,730
+أه، أه، أه، أه، أه، أه، أه، أه، أه، أه، أه، أه،
+
+79
+00:05:17,730 --> 00:05:24,130
+أه، أه، أه، أه،
+
+80
+00:05:24,130 --> 00:05:24,130
+أ
+
+81
+00:05:33,790 --> 00:05:39,070
+نبدأ من تحت الحُب بالعمليات
+
+82
+00:05:39,070 --> 00:05:48,110
+اللي هي الأنشطة يعني العمال أو الموظفين الزبائن
+
+83
+00:05:48,110 --> 00:05:53,490
+الوضع المالي طبعا ممكن تلاقي ترتيبه بشكل أخر ضده
+
+84
+00:05:53,490 --> 00:06:00,530
+صح لأنه نفس الفكرة نفس الجواب ماشي هنا
+
+85
+00:06:00,530 --> 00:06:02,710
+كيف نحكم أو ماذا نريد
+
+86
+00:06:05,340 --> 00:06:13,700
+ما ده نوي و هنا النتيجة الهدف يعني يعنيش مترتبة
+
+87
+00:06:13,700 --> 00:06:24,900
+عليهم احنا بدنا من العمليات وضوح سلاسة
+
+88
+00:06:24,900 --> 00:06:32,280
+ترتيب اللي هو توزيع العمال يعني توزيع المهام ممكن
+
+89
+00:06:32,280 --> 00:06:38,590
+تفتحي انت بس تخلصتوزينها، ماشي؟ إيش النتيجة؟
+
+90
+00:06:38,590 --> 00:06:45,230
+عمليات بكفاءة وفاعلية إنه
+
+91
+00:06:45,230 --> 00:06:52,010
+إنجاز أن يكون فيه كفاءة إيش وفاعل؟ الموظفين هم إيش
+
+92
+00:06:52,010 --> 00:07:02,270
+عايزين؟ عايزين غضب وظيفة؟ عايزين عدالة؟ عايزين أنا
+
+93
+00:07:02,270 --> 00:07:08,190
+كموظفة في الظروف عملسواء اندقية أو قاضية مرايبة،
+
+94
+00:07:08,190 --> 00:07:15,090
+حاشي، رواتب، حوافز، هذا اللي الموظف عايزه طب إيش
+
+95
+00:07:15,090 --> 00:07:22,710
+هيترتب عليه؟ أداء في العمل بمهانية عالية إن لو
+
+96
+00:07:22,710 --> 00:07:25,950
+كموظف وافرنال، الأمور هذه المفروض إن الشغل يكون
+
+97
+00:07:25,950 --> 00:07:31,490
+محترف يعني طب أنا إيش عايزة من الزبون؟ الزبون إيش
+
+98
+00:07:31,490 --> 00:07:38,510
+عايز؟ عايز يشعر بضدها؟الإشباع للسلعة أو الختمة،
+
+99
+00:07:38,510 --> 00:07:44,750
+الولاء، الانتماء وولخام، ماشي؟ طبعا إحنا لما
+
+100
+00:07:44,750 --> 00:07:50,770
+الزبون يكون عنده كل هذا، بصير عنده زيادة اقبال على
+
+101
+00:07:50,770 --> 00:07:56,890
+السلعة، الزبون الـcustomer أو ال client لما يكون
+
+102
+00:07:56,890 --> 00:08:00,790
+مشهور بهذه المشاعر، كلها المنموسة، أنا كشركة بدي
+
+103
+00:08:00,790 --> 00:08:06,210
+إياه إيش؟ مهوشتها مني، طبعا سلعة أو ختمة؟الوقت
+
+104
+00:08:06,210 --> 00:08:12,610
+المالي اللي هو ال ROI مافيش بيطلع من
+
+105
+00:08:12,610 --> 00:08:18,170
+قطار المحاسبة؟ ماحتاجش؟ okay العادة على الاستثمار
+
+106
+00:08:18,170 --> 00:08:24,750
+يعني عندك راسمان جديش راسمان حيشه ولم يتحققش أهداف
+
+107
+00:08:24,750 --> 00:08:33,210
+عادة عندنا الروحانة اللي هو ربح زي 41 ايضا عندك ال
+
+108
+00:08:33,210 --> 00:08:40,430
+costليه تكلفة؟ لو أحنا شغلنا عليهم بشكل سليم،
+
+109
+00:08:40,430 --> 00:08:49,210
+النتيجة تحقيق أقصر ذبح ممكن وأقل إيش تكلفة طبعاً
+
+110
+00:08:49,210 --> 00:08:56,070
+هاد ربما موديل لـ BSC أولى بطاقة الأداء التوازن لو
+
+111
+00:08:56,070 --> 00:09:01,590
+بنتعملها لبنك، هتختلف شوية لو بتعملها لجارة، برضه
+
+112
+00:09:01,590 --> 00:09:08,430
+هتختلف، لكن إيش اتتابت فيها؟العناصر التابعة في
+
+113
+00:09:08,430 --> 00:09:12,750
+بطاقة الأداء المتوازن اللي هي الأبعاد الأربعة زي
+
+114
+00:09:12,750 --> 00:09:17,370
+ما حدث في زميلتكم هذه أبعادها تبقى بالناحية
+
+115
+00:09:17,370 --> 00:09:20,030
+اليامين وبعدها بصير منتقل زي ما احنا عايزين هنا
+
+116
+00:09:20,030 --> 00:09:25,870
+ماشي حسب مؤسستك أنا ممكن أغير لكن هدول الأربع هم
+
+117
+00:09:25,870 --> 00:09:30,690
+جوهر عامة المؤسسة ممكن ترتيب الفيديو مختلف حسب
+
+118
+00:09:30,690 --> 00:09:36,130
+نضغطيش المؤسسة عملياتنااللي احنا هي الشغل ندخل
+
+119
+00:09:36,130 --> 00:09:41,050
+مؤسسة عمالنا رأسمالنا الفكري أو رأسمالنا البشري
+
+120
+00:09:41,050 --> 00:09:45,410
+زبايننا بسبب نجاحنا و استمرارنا الاموال طبعا مافيش
+
+121
+00:09:45,410 --> 00:09:48,150
+مؤسسة في العالم سواء كانت عامة أو خاصة إلا تحتاج
+
+122
+00:09:48,150 --> 00:09:56,070
+لإيش، لكل موقع طبعا هنا البرود التعلم و النمو اللي
+
+123
+00:09:56,070 --> 00:10:00,470
+هو عن الموظفين طبعا ممكن أنت بالتدريب يعني ممكن
+
+124
+00:10:00,470 --> 00:10:06,860
+أنت بالتدريب و أخوان العلمواضحة عيدها تاني؟ لأن هي
+
+125
+00:10:06,860 --> 00:10:11,460
+لأربع عناصر، بعدين انتصارها زي ما أنت عايزها man
+
+126
+00:10:11,460 --> 00:10:16,260
+إنسان مرتين، اللي هو ال customer و ال staff أو
+
+127
+00:10:16,260 --> 00:10:19,740
+الموظف، الزبائن و الموظفين و العمليات، طبعا خُلّي
+
+128
+00:10:19,740 --> 00:10:23,300
+بأيدي العمليات مش ملموسة، و برضه لما نيجي و نقيس
+
+129
+00:10:23,300 --> 00:10:27,840
+هذه الشغلات، شوية برضه ماقدرش أقيسها برقمها، زي
+
+130
+00:10:27,840 --> 00:10:31,460
+درجة الحرارة، هي إشي ملموس، يعني أنا بشعر هل انت
+
+131
+00:10:31,460 --> 00:10:35,960
+راضة تماما ولا عندك إشي مسعجكطبعا الأموال هي محاجة
+
+132
+00:10:35,960 --> 00:10:38,920
+لأن غالبية الشركات قطاعات خاصة أو مؤسسة قطاعات
+
+133
+00:10:38,920 --> 00:10:42,760
+خاصة بهمنا جدا تحقيق أقصى قاشة طبعا لو كان قطاع
+
+134
+00:10:42,760 --> 00:10:46,020
+عام يكون أقل التكلفة طبعا القطاع العام و الخاص
+
+135
+00:10:46,020 --> 00:10:48,960
+الأثنين بيشتركوا في التكلفة بيختلفوا في الأربعة
+
+136
+00:10:48,960 --> 00:10:54,240
+عيدة تاني واضحة؟ طبعا الدكتورة وضحت أن أكتر
+
+137
+00:10:54,240 --> 00:10:59,760
+الموضوع بتاعة الأداء المتوازن وشكرا لإلكم وإن شاء
+
+138
+00:10:59,760 --> 00:11:06,340
+الله تكونوا استفدتوا منيفى كنت محضرالكم لغوز
+
+139
+00:11:06,340 --> 00:11:10,400
+عشوائد لغو مريضة ولا إش؟ بظبط عشوائد لغو مريضة ولا
+
+140
+00:11:10,400 --> 00:11:10,620
+إش؟ بظبط عشوائد لغو مريضة ولا إش؟ بظبط عشوائد لغو
+
+141
+00:11:10,620 --> 00:11:11,660
+مريضة ولا إش؟ بظبط عشوائد لغو مريضة ولا إش؟ بظبط
+
+142
+00:11:11,660 --> 00:11:15,020
+عشوائد لغو مريضة ولا إش؟ بظبط عشوائد لغو مريضة ولا
+
+143
+00:11:15,020 --> 00:11:15,020
+إش؟ بظبط عشوائد لغو مريضة ولا إش؟ بظبط عشوائد لغو
+
+144
+00:11:15,020 --> 00:11:20,140
+مريضة ولا إش؟ بظبط عشوائد لغو مريضة ولا إش؟ بظبط
+
+145
+00:11:20,140 --> 00:11:30,140
+عشوائد لغو مري
+
+146
+00:11:44,970 --> 00:11:50,850
+بقى الواحد الواحد
+
+147
+00:11:50,850 --> 00:11:51,270
+جمع
+
+148
+00:11:59,600 --> 00:12:05,640
+طيب؟ ولا لأ؟ لأ مواشي
+
+149
+00:12:05,640 --> 00:12:18,960
+ساعدكوا خروجوا هلا
+
+150
+00:12:18,960 --> 00:12:22,140
+يا جماعة ب
+
+151
+00:12:33,500 --> 00:12:37,660
+يسله شكرا يا أستاذة ريما عفوا على إتفاقك ليه في
+
+152
+00:12:37,660 --> 00:12:40,700
+موضوع استراتيجية management أو استراتيجي
+
+153
+00:12:40,700 --> 00:12:54,140
+management هذا بدوا هذا هذا كتبته في
+
+154
+00:12:54,140 --> 00:12:59,600
+الأن مع تقييم البر أو الأقران يا أقران ريما مريضة
+
+155
+00:12:59,600 --> 00:13:06,010
+أنا مريضةيعني رعوها شكرا يا عزيزي افضل عليك اه يا
+
+156
+00:13:06,010 --> 00:13:14,570
+اسلام ما شاء الله عليها مرضى ولا ايش؟ استفدتي؟ حس
+
+157
+00:13:14,570 --> 00:13:25,150
+حالك يعني تمام؟ شكرا يا اسلام أنا فهمتلك
+
+158
+00:13:25,150 --> 00:13:28,710
+يعني بسطتلك الموضوع يعني لقدونا انك سوي صوت بتعرف
+
+159
+00:13:28,710 --> 00:13:34,450
+عشان بنحكي؟ماشي ممتاز، كتش تعطيها من خمسة؟ خمسة من
+
+160
+00:13:34,450 --> 00:13:43,130
+خمسة ولا خمسة و نص؟ ماشي، تحط دليلي وراها .. من
+
+161
+00:13:43,130 --> 00:13:47,450
+المرة الماضي .. المرة هذه مش رايعةأه ماشي ان شاء
+
+162
+00:13:47,450 --> 00:13:50,710
+الله، أهلا و سهلا تفضلي؟ ما شاء الله ممتازة و كان
+
+163
+00:13:50,710 --> 00:13:54,770
+طريقة الشرح كان يعني بتوضح لك أنه أشهر بسيط،
+
+164
+00:13:54,770 --> 00:13:57,390
+مابتحسش أنه أشهر صعب يعني و منها ال strategic
+
+165
+00:13:57,390 --> 00:14:00,270
+management تحسي أشهر كتير صعب فالطريقة الشرحها
+
+166
+00:14:00,270 --> 00:14:03,550
+كانت حلوة و بتحسسك بالسهولة عشان دي من الشراحات
+
+167
+00:14:03,550 --> 00:14:06,350
+العارفة لو حد تاني ممكن تلاقيها صعبة أه ممكن أه صح
+
+168
+00:14:06,350 --> 00:14:08,710
+بحكيلك أنا حاسبت هذا الأشهر من خير ما شاء الله
+
+169
+00:14:08,710 --> 00:14:13,760
+ماشي ان شاء الله ساميرا؟كان فيه سلسة ببساطة ما شاء
+
+170
+00:14:13,760 --> 00:14:18,020
+الله، خصوصا إن هي يعني ب .. بحيها إنها شرحت له
+
+171
+00:14:18,020 --> 00:14:21,500
+إمتحان، ده كان عم يولد، مش بركز على الوقت، بس ما
+
+172
+00:14:21,500 --> 00:14:24,880
+شاء الله كانت يعني مفقتة في المادة و شرحتها ببساطة
+
+173
+00:14:24,880 --> 00:14:30,700
+ما شاء الله ممتاز شكرا يعني بتوفيق
+
+174
+00:14:30,700 --> 00:14:35,380
+جديد، حابة تقعد جديش تاخدي ولا خايفة تنحس دي؟
+
+175
+00:14:43,920 --> 00:14:48,100
+عشان عامة عشان عامة عشان عامة عشان عامة عشان عامة
+
+176
+00:14:48,100 --> 00:14:48,680
+عشان عامة عشان عامة عشان عامة عشان عامة عشان عامة
+
+177
+00:14:48,680 --> 00:14:48,700
+عشان عامة عشان عامة عشان عامة عشان عامة عشان عامة
+
+178
+00:14:48,700 --> 00:14:49,240
+عشان عامة عشان عامة عشان عامة عشان عامة عشان عامة
+
+179
+00:14:49,240 --> 00:14:49,240
+عشان عامة عشان عامة عشان عامة عشان عامة عشان عامة
+
+180
+00:14:49,240 --> 00:14:49,500
+عشان عامة عشان عامة عشان عامة عشان عامة عشان عامة
+
+181
+00:14:49,500 --> 00:14:51,720
+عشان عامة عشان عامة عشان عامة عشان عامة عشان عامة
+
+182
+00:14:51,720 --> 00:15:02,800
+عشان عامة عشان عامة
+
+183
+00:15:02,800 --> 00:15:07,480
+عشنكمل يا أخوات، كان على ال model التعليم
+
+184
+00:15:07,480 --> 00:15:12,800
+الإلكتروني نازل مقال مطلوب نخسه و نقشه عن .. بشكل
+
+185
+00:15:12,800 --> 00:15:18,380
+يدوي يعني، نقشه و جي معاكي نقشه، كان بيحكي عن فساد
+
+186
+00:15:18,380 --> 00:15:23,300
+الإدارة، مين الأخت اللي شرحت الفساد؟ ماشي،
+
+187
+00:15:23,300 --> 00:15:28,160
+corruption management، الفساد الإداري؟
+
+188
+00:15:30,560 --> 00:15:35,320
+أمامنا المقال، نشوف أشكاتك، تفضلي هنا يا قاينة
+
+189
+00:15:35,320 --> 00:15:40,260
+مكافحة الفساد الاجتماعي، الفساد تعتبر إدارة الفساد
+
+190
+00:15:40,260 --> 00:15:43,360
+أكتر البطالي السلحية المنتجة في الدول، و أكترها
+
+191
+00:15:43,360 --> 00:15:49,220
+فرقا بالأمن و سلة من المجتمع الريسيلذلك مولوز
+
+192
+00:15:49,220 --> 00:15:52,820
+فالدالو بس مفاصلة حلوية ومؤثرة في الدولة بالصحة
+
+193
+00:15:52,820 --> 00:15:57,580
+والتعليم وغيرها من مؤسسات الحظر والدولة المحتاجة
+
+194
+00:15:57,580 --> 00:16:01,500
+فالمال والنشوة والحسوبية تعتبر الهلوين الكبيرة في
+
+195
+00:16:01,500 --> 00:16:05,860
+هذه الظالمة ومنها .. ومن هنا كانت أياد قد تطوعت في
+
+196
+00:16:05,860 --> 00:16:09,820
+مكافئة الفساد أخرى لهجران قسمي رقابي من الدولة
+
+197
+00:16:09,820 --> 00:16:13,710
+نفسهامكافحة الفساد، إن فكرة مكافحة الفساد تتمحوها
+
+198
+00:16:13,710 --> 00:16:16,990
+عبر تتبع مواطع الفساد الإيطالي في مؤسسات الدولة
+
+199
+00:16:16,990 --> 00:16:22,770
+المختلفة وعمل على تغييرها بالمنافشة حين وفي تابع
+
+200
+00:16:22,770 --> 00:16:27,470
+مدوي صناعة القرار فينا الأرض، وبالنشر عليه وسائل
+
+201
+00:16:27,470 --> 00:16:33,200
+الإعلام اللازمة الأطلع، إن هذهمهنة شاقة ورسالة
+
+202
+00:16:33,200 --> 00:16:37,180
+عظيمة وقد يترتب عليها مدام الأديدة و لا سيما ..
+
+203
+00:16:37,180 --> 00:16:40,300
+صحيح .. إن كان من يكون بذلك مدام القيم و المبادئ
+
+204
+00:16:40,300 --> 00:16:45,360
+الراسحة الأصلا فهذا .. فهذا لن ينفيه من تخشية ..
+
+205
+00:16:45,360 --> 00:16:48,420
+مين هذا؟ اللي هو بده يحارب مين؟ الفساد .. الفساد
+
+206
+00:16:48,420 --> 00:16:51,580
+أيوة .. أو absision أو ملاحظة .. ممكن .. ولكن من
+
+207
+00:16:51,580 --> 00:16:55,020
+أجل المبادئ و القيم فلا تضيعي ذلك فهذه رسالة
+
+208
+00:16:55,020 --> 00:16:58,900
+العظماء، من يتطلب من هذه المهمة الشاقة، لا كنت لهم
+
+209
+00:16:58,900 --> 00:17:03,370
+الأحلال، تنتظر المفروضالشجارة وقوة الإرادة مهورة
+
+210
+00:17:03,370 --> 00:17:06,610
+بالوعي ومساعدة التلقافة ورد بالقوانين التي تحكم
+
+211
+00:17:06,610 --> 00:17:10,310
+سير المؤسسات الرسمية ونظم أعمالها بالإضافة إلى
+
+212
+00:17:10,310 --> 00:17:14,650
+القدرة على التحمل تبعات موقفي ولابد له أيضًا قيمة
+
+213
+00:17:14,650 --> 00:17:17,930
+.. قيمة التبات على المبدأ والحيادية وعدم موجود
+
+214
+00:17:17,930 --> 00:17:21,770
+مقالب شخصية ولتوزن تأثير له في الانتماء الحقيقي
+
+215
+00:17:21,770 --> 00:17:26,650
+للوطن صحيح في القيام والمبادر ولابد من توفر دوطاء
+
+216
+00:17:26,650 --> 00:17:31,450
+رسمي دايم لهاأثار عدم مكافحة الفساد إن تبيعات و
+
+217
+00:17:31,450 --> 00:17:35,910
+أثار عدم موجود حياة مكافحة الفساد بتعود .. بتعود
+
+218
+00:17:35,910 --> 00:17:39,050
+أهم وجود البعض .. اللي هو غيابة غقابة .. أيوة ..
+
+219
+00:17:39,050 --> 00:17:42,090
+بتعود أهم وجود البعض و الإنخلاص بينهم من إدارية
+
+220
+00:17:42,090 --> 00:17:45,410
+فهذه التبيعات كثيرة جدا بتناجس على الفرق على
+
+221
+00:17:45,410 --> 00:17:49,430
+المجتمع و بالمجموعة تشكل عوام البعض تؤدي من حياة
+
+222
+00:17:49,430 --> 00:17:54,730
+الإدارية فضلا عن الأنظمة الرعية لها تقلي أو تودي
+
+223
+00:17:54,730 --> 00:17:59,290
+يعني تنهيموجودة بالهيئة الإدارية فضلا من أنظمة
+
+224
+00:17:59,290 --> 00:18:02,950
+معيّلها، وفي المقابل، فإن وجود هذه هيئات ودوات
+
+225
+00:18:02,950 --> 00:18:07,970
+وتوفر عناصر التعملها من مدن رسمية وصحافة وإعلامة
+
+226
+00:18:07,970 --> 00:18:12,310
+واجتماع محلي، وشكل محطات للمثروف والرقي والليادية
+
+227
+00:18:12,590 --> 00:18:16,750
+وانصر تماثق وقوة للمجتمعات وندورها لحد السباحة، من
+
+228
+00:18:16,750 --> 00:18:20,770
+نتيجة إنسان كريم يفد الوطن ونظم عاجلة مسئولة أضمن
+
+229
+00:18:20,770 --> 00:18:24,870
+لهم رقوبة تماثق جبهة .. جبهة .. تماثق جبهة
+
+230
+00:18:24,870 --> 00:18:29,130
+الداخلية للمجتمع، وقوبة رأي ونتائج إدارة، عناصر
+
+231
+00:18:29,130 --> 00:18:32,170
+كورية تتجمع للتعافي الفاحي والسعادة .. السعادة
+
+232
+00:18:32,170 --> 00:18:35,150
+لقياة الوطن والمواطن، إذا فالواجب على المسئولين
+
+233
+00:18:35,150 --> 00:18:38,830
+ونجيهتهم القرار يدعم هذه القيادةلأن هذا مقال بيحكي
+
+234
+00:18:38,830 --> 00:18:42,650
+عن كيف الفساد بأثر على المجتمعات وكيف ممكن احنا
+
+235
+00:18:42,650 --> 00:18:48,250
+نكافحه طبعا هنا المقال هذا مرتبط ب chapter latex
+
+236
+00:18:48,250 --> 00:18:53,690
+او أخلاقيات لداره، مين لخصه يا أخوات؟ هو صغير
+
+237
+00:18:53,690 --> 00:18:56,190
+يعني، مش بيناقش .. لأ، جزء يعني مين قرأ هو حاب
+
+238
+00:18:56,190 --> 00:19:05,150
+يناقشه، اهي سامير، ايش رأيك في الكلام؟العكس يعني
+
+239
+00:19:05,150 --> 00:19:09,410
+هذا مش كله في قلبه، الفساد .. هو بالعكس إيش؟ عكس
+
+240
+00:19:09,410 --> 00:19:12,890
+إيش؟ يعني بالتأكيد .. بالتأكيد، أيوة؟ لأن حتى
+
+241
+00:19:12,890 --> 00:19:18,610
+الفساد كل فئة انتهتوا أثر تأثير على المجتمع صحيح،
+
+242
+00:19:18,610 --> 00:19:22,810
+على رفاهيته، على ال .. على الحياة بشكل عام، الفساد
+
+243
+00:19:22,810 --> 00:19:25,790
+له تأثير على الحياة بشكل إيش عام، خاصة الفساد
+
+244
+00:19:25,790 --> 00:19:29,010
+الإداري، طبعا الفساد الإداري بندرج تحته المالي
+
+245
+00:19:29,010 --> 00:19:32,500
+والأخلاقي وعلى كدهالتالي هو دور متكامل لكل
+
+246
+00:19:32,500 --> 00:19:36,060
+الأفراد، مش بس من هيئة معينة، المفروض أن كل شريط
+
+247
+00:19:36,060 --> 00:19:42,360
+ساهم في الإبلاغ عن شركة الفساد و تصحيبها للهيئة
+
+248
+00:19:42,360 --> 00:19:45,220
+العظيمة و .. ماهي المشكلة؟ ممكن الهيئة العظيمة
+
+249
+00:19:45,220 --> 00:19:48,720
+أصلا نفسها تكون فاسدة؟ يعني المفروض أنه يكون في
+
+250
+00:19:48,720 --> 00:19:53,680
+مساءلة و حاسبة و مش عارضة لأن كل .. مايسكن عن
+
+251
+00:19:53,680 --> 00:19:57,100
+ممارسات أخلاقية أو ممارسات فساد .. بيذهب إلى
+
+252
+00:19:57,100 --> 00:20:00,980
+السجن، هو كاتب يعني؟المفروض انه الدولة يكون هدور
+
+253
+00:20:00,980 --> 00:20:04,100
+تدعم المؤسسات الرقمية لان احيانا الدولة بتكون fast
+
+254
+00:20:04,100 --> 00:20:10,000
+على هيك بمجموعة مؤسسات المجتمع الدولي المدني لازم
+
+255
+00:20:10,000 --> 00:20:13,920
+يكون هدور .. ممكن يكون في استقلالية .. يكون في
+
+256
+00:20:13,920 --> 00:20:16,820
+استقلالية لقرارها هل تفضل المكافأة في الإسعاف أو
+
+257
+00:20:16,820 --> 00:20:20,960
+تاني تعمل تأثير على القرار ممتاز حامل في حركة
+
+258
+00:20:20,960 --> 00:20:26,270
+المجتمعي و المجتمع صح شكني عندي ايه هناك؟قرأتش
+
+259
+00:20:26,270 --> 00:20:30,250
+الفساد بقيت الفساد بصحة جديدة يعني زمان حتى ورد في
+
+260
+00:20:30,250 --> 00:20:34,350
+القرآن صحيح ورد في القرآن عدة مرات مصطلح أو اللي
+
+261
+00:20:34,350 --> 00:20:39,830
+هو الفساد أعتقد في آية ورد مرة كذا آية صحيح هو
+
+262
+00:20:39,830 --> 00:20:42,550
+الفساد بغض النظر إيه مش إدارة ورد يكون فيه فساد
+
+263
+00:20:42,550 --> 00:20:46,950
+أقلاطي، فساد اجتماعي هم شركة واحدة على فكرة أو
+
+264
+00:20:46,950 --> 00:20:52,510
+بالآخر بتصف في معنى الفساد اه طيب
+
+265
+00:20:54,220 --> 00:20:56,840
+هل توعيدين وجود زي ما هو مطالب في المقال، هيئات
+
+266
+00:20:56,840 --> 00:21:00,220
+لمكافحة للفساد؟ طب أحيانا الهيئات هذي بتكون أصلا
+
+267
+00:21:00,220 --> 00:21:05,700
+تابعة للناس نفسهم المفسدين يلازم يكون لك من الداخل
+
+268
+00:21:05,700 --> 00:21:08,400
+هو إذا كان نابع من الداخل أصلا مايكونوش عندنا فساد
+
+269
+00:21:08,400 --> 00:21:18,800
+okay
+
+270
+00:21:18,800 --> 00:21:23,260
+شكرا إسلام إن إنسان طبيعته لازم هو يكون ضميل في
+
+271
+00:21:23,260 --> 00:21:30,510
+الحياةإيه فى الضميل الميت الله يرحمه؟ يشعب
+
+272
+00:21:30,510 --> 00:21:35,270
+بالذنب، أه رقيب عليه فهو إذا كان رقيب على نفسه،
+
+273
+00:21:35,270 --> 00:21:39,670
+بطبيعة هو إنه لو يحط في أي مكان فيه يعني خلل، هو
+
+274
+00:21:39,670 --> 00:21:46,070
+هيصلح، هيصلح، لو ما قدر، بده يعني يتحمل يعني كيف
+
+275
+00:21:46,070 --> 00:21:48,910
+يعني، إنه يكتب فيهم رقابة عليهم
+
+276
+00:21:52,020 --> 00:21:56,040
+قال عليه الصلاة والسلام ما نرى منكم منقرن؟ كيف
+
+277
+00:21:56,040 --> 00:21:59,820
+التدريج في التغيير؟ اللي حكى أنا يا رسول؟ لأ أول
+
+278
+00:21:59,820 --> 00:22:04,040
+شي بيده، اللي أنت بتحكي عنه، طب هو مش قادر يعنى،
+
+279
+00:22:04,040 --> 00:22:08,040
+ممكن يعتقلوه، يعزوه، يموتوه، فبلسانه، نروحكي يعنى،
+
+280
+00:22:08,040 --> 00:22:11,660
+زي صاحب المقال هذا، طب لا هادي ولا هادي، في تكميم
+
+281
+00:22:11,660 --> 00:22:16,300
+أخوفاه، فيش حرية رأيه، بقلبهيدعو بقلبه أنه راب
+
+282
+00:22:16,300 --> 00:22:20,660
+نغير الحال للأفضل شكرا يا اسلام، اه ياضيمة؟والفساد
+
+283
+00:22:20,660 --> 00:22:23,560
+صحيح موجود، موجود في كل مكان صحيح الفساد في كل
+
+284
+00:22:23,560 --> 00:22:28,100
+مكان بس كنا بنلاحظ أنه يعني لازم ييجي يوم و هذا
+
+285
+00:22:28,100 --> 00:22:31,800
+الفساد بيثوم يعني صحيح مافيش فساد بدون الأبد ممتاز
+
+286
+00:22:31,800 --> 00:22:34,860
+أقل ما يكون سلطته عالي، أقل ما يكون مافيه فساد
+
+287
+00:22:34,860 --> 00:22:39,760
+وبراكم إلا ما ييجي يوم أنه تتنقل الأحوال و تتغير و
+
+288
+00:22:39,760 --> 00:22:42,980
+يتحسب كل دور الناس صحيح من أكتر من تجربة رأينا
+
+289
+00:22:42,980 --> 00:22:48,600
+فيها حتى يعني من جديد الإدارة الرئيزات نفسها كلها
+
+290
+00:22:48,600 --> 00:22:52,280
+اتحولت إلى التحكمممكن لله يحصلوا بعض المؤسسات بشكل
+
+291
+00:22:52,280 --> 00:22:55,780
+عام تحويل إيدها العليا من قبل إداة الدولة أو
+
+292
+00:22:55,780 --> 00:22:59,740
+مؤسسات المجتمع المدني زي ما حكيته لتحقيق أجامعها
+
+293
+00:22:59,740 --> 00:23:04,880
+سلطةفيعني احنا معنو حارب التحقيق طبعا إنت مش هدفنا
+
+294
+00:23:04,880 --> 00:23:07,920
+التحقيق، هدفنا مادة ينجم عن التحقيق، إيش القرارات
+
+295
+00:23:07,920 --> 00:23:10,320
+اللي بعد التحقيق، مش هدفنا نعمل تحقيق و نجاني و
+
+296
+00:23:10,320 --> 00:23:13,180
+نحط في الدوري، صح، خلاص، لأ لما هي تحقيق هيكلها مع
+
+297
+00:23:13,180 --> 00:23:16,660
+فصل، يعني فصل و بدا التحقيق، و بعدين قعدت ال .. ال
+
+298
+00:23:16,660 --> 00:23:20,300
+.. العواقب أو النتائج تبعت التحقيق هي على أواها
+
+299
+00:23:20,300 --> 00:23:25,080
+بتقرروا شونه على أفاقهم صحي، شكرا جزيلا، تفضليأنا
+
+300
+00:23:25,080 --> 00:23:29,640
+بتحكي عن أن هو مشكلة أن الفساد .. احنا من البداية
+
+301
+00:23:29,640 --> 00:23:33,040
+لازم نتجنب أنه مصل .. هو مشكلة ولا أزمة؟ مشكلة،
+
+302
+00:23:33,040 --> 00:23:35,680
+أزمة، ده فعلا .. لا هو أزمة، الفساد أزمة، طبعا
+
+303
+00:23:35,680 --> 00:23:40,100
+أزمة أصعب من المشكلة، أيوة، اللي هي احنا بنحاول من
+
+304
+00:23:40,100 --> 00:23:43,860
+الأول أنه نزرع في كل شخص يكون جوا أنه .. إحنا،
+
+305
+00:23:43,860 --> 00:23:47,900
+أنتوا مين؟ كمؤسسة، أه، طبعا، أنه نزرع جوا ..
+
+306
+00:23:47,900 --> 00:23:53,340
+المؤسسة تحاول، أيوة، وده .. وكل موظف مثلافإذا هذا
+
+307
+00:23:53,340 --> 00:23:58,460
+الشخص اتعدى .. اتجاوز يعنيبالتالي لازم يكون عندنا
+
+308
+00:23:58,460 --> 00:24:02,480
+يا لجنة مكافحة يا أما يكون فيه رقابة قوية بس
+
+309
+00:24:02,480 --> 00:24:06,000
+عالمين اللي هم ال .. ال .. الأقسام اللي ممكن يكون
+
+310
+00:24:06,000 --> 00:24:09,680
+فيها فساد أكتر من ال .. الأقسام الصحيه زي مثلا ال
+
+311
+00:24:09,680 --> 00:24:12,900
+.. الإدارة العليا قسم المحاسب يكون .. يكون فيه
+
+312
+00:24:12,900 --> 00:24:16,360
+اختلاصات كتيرة مثلا فدول نشد عليهم الرقابة و
+
+313
+00:24:16,360 --> 00:24:20,300
+نوضحلهم أنه في عقوبات رادعة قوانين صالمة في حال
+
+314
+00:24:20,300 --> 00:24:26,540
+اكتشاف أي .. أي فساد حاصل أيوةممتاز طب عندنا يا
+
+315
+00:24:26,540 --> 00:24:29,660
+أخوات بيحكينا عن طرق مكافحة الفساد منها هو مقترح
+
+316
+00:24:29,660 --> 00:24:32,900
+استخدام اللي هي الصحافة هنا لما تكون الدولة فيها
+
+317
+00:24:32,900 --> 00:24:36,740
+فصل بين السلطة القضية و التشريعية و التنفيذية و
+
+318
+00:24:36,740 --> 00:24:40,120
+معاكلة الصحافة حريتها بظهر عندنا إيش؟ بظهر عندنا
+
+319
+00:24:40,120 --> 00:24:44,160
+أنه ممكن نستخدم وسائل الإعلام لكشف قضايا الفساد
+
+320
+00:24:44,160 --> 00:24:48,060
+اللي موجودة في أي مجتمع بيصير قضية رأي عام و بتم
+
+321
+00:24:48,060 --> 00:24:54,540
+ملاحقتها قضائيا و هذا برجع الناس التانيةصحيح هو
+
+322
+00:24:54,540 --> 00:24:59,180
+ممكن يكون يشرعك، لكن التساهل في تنفيذ القوانين،
+
+323
+00:24:59,180 --> 00:25:02,700
+هذا بأد إلى التمادي فيه تحقيق أو تمادي فيه
+
+324
+00:25:02,700 --> 00:25:05,160
+الاختلاص في السرقة و الرشفة و الوسطة و الشغلات
+
+325
+00:25:05,160 --> 00:25:09,820
+شرحناها قبلها، هذا كان ملخص .. أقعد اللي طالب ولا
+
+326
+00:25:09,820 --> 00:25:15,120
+خلاص؟ أه تفضلي، حكيتي يا أنتي؟ أه فعلا، تفضليإن
+
+327
+00:25:15,120 --> 00:25:18,640
+هذا المقال بيذكر يعني مجالات الفساد، أشكال الفساد
+
+328
+00:25:18,640 --> 00:25:22,100
+صحيح أشكالها ومجالاتها وانا مع أن تتشكل هيئات
+
+329
+00:25:22,100 --> 00:25:27,080
+لمكافحة الفساد موضوعية ويكون عندها سلطة، مش دي قوة
+
+330
+00:25:27,080 --> 00:25:30,820
+اللي هيوا عندها أشخاص قائمة على الهيئات يكون نفسهم
+
+331
+00:25:30,820 --> 00:25:35,180
+مجردين تجارب تهم من الفساد واحتمالية يكونوا
+
+332
+00:25:35,180 --> 00:25:38,860
+..مايكونش حامية حالمية؟ بالظبط مايكونش هيئة ايه؟
+
+333
+00:25:38,860 --> 00:25:44,070
+ماشي يعني شكراإذن هذا كان مناقشتنا لموضوع إيه
+
+334
+00:25:44,070 --> 00:25:47,790
+علاقة بأخلاقيات العمل الإداري اللي هو الفساد
+
+335
+00:25:47,790 --> 00:25:55,490
+الإداري الان بعد ما خلصنا معاكم استراتيجيات أو
+
+336
+00:25:55,490 --> 00:26:00,410
+الإدارة الاستراتيجية هنبدأ في موضوع جديد إن شاء
+
+337
+00:26:00,410 --> 00:26:04,330
+الله طبعا زي ما تماخذ بالك عفوا المواضيع إيها
+
+338
+00:26:04,330 --> 00:26:09,770
+علاقة بعضها على فكرة مافيش موضوع فجأة جايمفصل
+
+339
+00:26:09,770 --> 00:26:12,290
+هنبدأ مع بعض ان شاء الله في موضوع جديد اللي هو
+
+340
+00:26:12,290 --> 00:26:16,410
+decision making اللي هو اتخاذ ايش القرارات الفصل
+
+341
+00:26:16,410 --> 00:26:22,530
+اللي بين ادينا الان هو اتخاذ القرارات الان كلكوا
+
+342
+00:26:22,530 --> 00:26:27,190
+يا اخوان تبتعرفوا قصة سيدنا ادم لما كان في الجنة و
+
+343
+00:26:27,190 --> 00:26:31,350
+بعدين نزل على الكورة الأرضية هو ايش حصل معاه لما
+
+344
+00:26:31,350 --> 00:26:37,410
+كان في الجنة؟ ليش نزل؟ مين بيعرف؟ مبتاز هو أمامه
+
+345
+00:26:37,410 --> 00:26:43,240
+شجرةربنا طلب منه ما ياكلش منه هو الآن أمام بديلينه
+
+346
+00:26:43,240 --> 00:26:48,620
+ياكل ولا ماياكلش؟ إذا لما أكون أنا أمامه شغلتين،
+
+347
+00:26:48,620 --> 00:26:52,480
+يا أه، يا لأ، هنا في اتخاذ قرار سيدنا آدم شعمل
+
+348
+00:26:52,480 --> 00:26:57,060
+اتخذ قرار بالمخالفة أنه ياكل بعد ما واسوسه
+
+349
+00:26:57,060 --> 00:27:02,080
+الشيطان، ياكل من الشجرة أه، يعني هو اتخذ قرار،
+
+350
+00:27:02,080 --> 00:27:08,140
+ماشي؟إذا من اتخاذ القرار، شو يعني اتخاذ القرار؟ أو
+
+351
+00:27:08,140 --> 00:27:11,280
+من هذه القصة، ما المقصود بال decision-making أو
+
+352
+00:27:11,280 --> 00:27:15,020
+اتخاذ القرار؟ طبعا decision-making لا decision
+
+353
+00:27:15,020 --> 00:27:20,980
+-taking، حزرنا الآن، ما المقصود بالاتخاذ القرار؟
+
+354
+00:27:20,980 --> 00:27:24,300
+خطوة وخطوة معينة تحفظ خطوات معينة يعني أنا مش كده
+
+355
+00:27:24,300 --> 00:27:28,340
+ولا إيش؟ عيني خطيت أنا خطوة معينة في .. يعني تحفظ
+
+356
+00:27:28,340 --> 00:27:34,020
+شيء معين، إصدار أمر يعني أو إصدار
+
+357
+00:27:34,020 --> 00:27:42,570
+..الأوامر غير القرارات مختلفة عن بعض order يعني
+
+358
+00:27:42,570 --> 00:27:46,610
+انت لان خدت القرار تلبس الجلباب الأبيض ايش يعني؟
+
+359
+00:27:46,610 --> 00:27:54,610
+لازم
+
+360
+00:27:54,610 --> 00:28:00,570
+تتحملي بناء على نتائج معاملة تفضلي قبلها
+
+361
+00:28:01,950 --> 00:28:05,590
+ممكن أجبرها أفضل سطول ممكن أحنا نستخدمها أفضل
+
+362
+00:28:05,590 --> 00:28:11,510
+البدائل شكرا سامية يعني it's a reflection أنه أنا
+
+363
+00:28:11,510 --> 00:28:16,830
+بشوف كل الاشياء اللي بتاعها و باخد قراري على أفضل
+
+364
+00:28:16,830 --> 00:28:21,710
+البدائل هاي التخطقة، هنطلع تعالج من كلها، ماشي
+
+365
+00:28:21,710 --> 00:28:31,190
+حكيتوا عنها بدائل و حكيتوا عنها إيش؟ أفضل البدائل
+
+366
+00:28:34,570 --> 00:28:39,030
+حكيتوا عنها إيش؟ نتيجة أو هدف، حاجة بده صالحة
+
+367
+00:28:39,030 --> 00:28:47,030
+ابتخار طبعا كانت حاجة مسئولية، تحمل مسئولية طبعا
+
+368
+00:28:47,030 --> 00:28:49,690
+طالب حكت بينها و بين نفسها، أنا سمعتها، مش عارفة،
+
+369
+00:28:49,690 --> 00:28:54,710
+اللي هو اختيارها اللي أنا زميل دي بتلبس جلباتها
+
+370
+00:28:54,710 --> 00:28:57,390
+الأبيض ولا جلباتها الأسود دي، بنافعش نلبس الأثنين
+
+371
+00:28:57,390 --> 00:29:01,250
+سوا، يعني هتختار واحد، بدا ما هو ابتخار القرار،
+
+372
+00:29:01,250 --> 00:29:01,890
+بنعمل كلام
+
+373
+00:29:05,610 --> 00:29:12,390
+اختيار واحد افضل لازم يكون افضل اختيار افضل
+
+374
+00:29:12,390 --> 00:29:16,030
+البدائل نوعا ما أحيانا بيكون القرار خاطئ على فكرة
+
+375
+00:29:16,030 --> 00:29:24,390
+هو الأصل يكون بس أحيانا أه أحيانا مش وماشي أحيانا
+
+376
+00:29:24,390 --> 00:29:31,770
+بختار غلط على فكرة اختيار بديل من بين عدة بدائل
+
+377
+00:29:35,600 --> 00:29:37,840
+لإن أنا ماعيش أطلع من القاعة هذه، مافيش غير الباب
+
+378
+00:29:37,840 --> 00:29:43,500
+هذا، خلاص، مافعش أطلع من الشباك، ومافعش أضار فيها،
+
+379
+00:29:43,500 --> 00:29:46,320
+إذا لازم يكون عندي خيارات، أنتي ماعندكيش رشد الباب
+
+380
+00:29:46,320 --> 00:29:48,880
+الأسود، مابتفكريش ألبس أسود ولا مش أسود، ماهو
+
+381
+00:29:48,880 --> 00:29:55,200
+مافيش غيره، إذا ما بنعددش بدائل، الأصل يكون الأفضل
+
+382
+00:29:55,200 --> 00:30:03,300
+للوصول لهدفنا، الآن
+
+383
+00:30:03,300 --> 00:30:09,150
+أمامي طريقين،يايمين يا شمال و هديناه نجدين، يايمين
+
+384
+00:30:09,150 --> 00:30:12,990
+يا شمال، مانفعش امشي انا افتراجين مع بعض، بمشي في
+
+385
+00:30:12,990 --> 00:30:17,810
+واحد، هذا الواحد هو اتخاذ ايش؟ القرار، اذا ما هو
+
+386
+00:30:17,810 --> 00:30:22,170
+اتخاذ القرار، كلمة اختيار هي اللي بتخليني اعرف انه
+
+387
+00:30:22,170 --> 00:30:25,810
+اتخاذ، قرار معناه انه انا بدي اختار، بتروحي
+
+388
+00:30:25,810 --> 00:30:29,710
+المطعم، بيجي الدرسان، بيحكي ليك عايزة جهو ولا شاي،
+
+389
+00:30:29,710 --> 00:30:32,430
+مانفعش اختار بين اتنين، هتختار واحد واحدة، اختيار
+
+390
+00:30:32,430 --> 00:30:36,830
+بديل واحدزي ما حكينا، مانفعش ألبس أسود و أكيد
+
+391
+00:30:36,830 --> 00:30:40,730
+جلبابين في نفس اللحظة يعني، من بين عدة بدائق، إذا
+
+392
+00:30:40,730 --> 00:30:46,030
+لو ماكنش فيه بدائق، خلاص يعني، مابكونش اتخاذ قرار،
+
+393
+00:30:46,030 --> 00:30:50,550
+مابكون إجباري، مسيّر بنسميه، مش مخيّر.
+
+394
+00:30:53,070 --> 00:30:57,090
+اتكري أمتلة على أشياء إحنا مابنتدخلش فيها، أصلا لو
+
+395
+00:30:57,090 --> 00:31:01,810
+أتدخلنا هنخرب الدنيا، أنا كإنسانة ماابتدخل فيهم،
+
+396
+00:31:01,810 --> 00:31:08,170
+أشياء مسيّرة زي شوف؟اسمك أهلك بيختارولك إياه،
+
+397
+00:31:08,170 --> 00:31:15,270
+بيختارولك إياه، أنت لأ، أنت المظلوم، مثلا، الأن وي
+
+398
+00:31:15,270 --> 00:31:18,210
+ما جالك يا جماعة أنا بصراحة من حد أن أنا ولدت وانا
+
+399
+00:31:18,210 --> 00:31:24,490
+بتنفس، اليوم مش هتنفس، بنفع؟ بتدوج في قلبك، إيش
+
+400
+00:31:24,490 --> 00:31:29,730
+بصير؟ إذا هذا أمر مسير، يعني أنا كإنسان ماليش فيه
+
+401
+00:31:30,640 --> 00:31:35,000
+واحد واضح واحد لا سمح الله صار عنده انفلوانزه هو
+
+402
+00:31:35,000 --> 00:31:38,220
+راح جاب الانفلوانزه لأ برضه هاد يقوم مش مش مخيّرة
+
+403
+00:31:38,220 --> 00:31:44,540
+الان انا أمامي تلات أقلام in
+
+404
+00:31:44,540 --> 00:31:48,660
+fact فيهم أربعة طبعا باخد واحد لإن انا لما أخد
+
+405
+00:31:48,660 --> 00:31:53,680
+الأخضر اختارت واحد من بين أربع ايش أقلام هذا اسمه
+
+406
+00:31:53,680 --> 00:31:57,380
+اتخاذ قرار وصوله لأدفة ان احنا نكتب على الصفر لكن
+
+407
+00:31:57,380 --> 00:32:01,220
+الان انا القلم حبر ماعندي شغل هذامافيش اللي هو
+
+408
+00:32:01,220 --> 00:32:04,480
+يعني عادي، لما أجي أكتب، بقعد أفكر في أي لغة، على
+
+409
+00:32:04,480 --> 00:32:08,100
+طول باخده، إذا اتخاذ القرار لازم يكون عندك اتنين
+
+410
+00:32:08,100 --> 00:32:13,300
+بديل فأكتر، و إلا بيكونش قرار، بيكونش بان، إيه
+
+411
+00:32:13,300 --> 00:32:18,960
+بتتخضيله حتى تحققي هدفنا، واضح؟ إذا اختيار لازم
+
+412
+00:32:18,960 --> 00:32:22,540
+يكون عندنا صيغة الاختيار، و إلا بيكونش قرار
+
+413
+00:32:23,240 --> 00:32:26,900
+الاختيار بديل واحد لان مافهاش تكون اتنين سوا من
+
+414
+00:32:26,900 --> 00:32:31,600
+بين عدة بدال او ممكن نقول ادق من بين بديلين
+
+415
+00:32:31,600 --> 00:32:39,180
+factors للوصول إيش إلى هنا انت حابب تيجي ع الجامعة
+
+416
+00:32:39,180 --> 00:32:43,880
+بالسيارة بال bus بالقطار انت حاضر لكن مافهاش
+
+417
+00:32:43,880 --> 00:32:49,000
+التلادة سوا المهم توصلين المهم إيش توصلين لانتفقنا
+
+418
+00:32:49,000 --> 00:32:52,840
+مع بعض و ال decision makingلأ هي decision-taking
+
+419
+00:32:52,840 --> 00:32:56,340
+او .. دق .. ال decision-taking انت خد القرار اختار
+
+420
+00:32:56,340 --> 00:33:10,760
+بديل واحد من بين بديلين للوصول لهدفنا استخدام
+
+421
+00:33:10,760 --> 00:33:13,780
+معين موضوعي يعني انت لما .. مثلا بستج الباب القبل
+
+422
+00:33:13,780 --> 00:33:17,700
+يوم عارفة ليش او اقنعتي نفسك بحاجة الاختيار بديل
+
+423
+00:33:17,700 --> 00:33:20,400
+واحد من بين قاش بديلين او اكتر
+
+424
+00:33:24,790 --> 00:33:28,090
+واضح؟ انا و انا بشرة حكيت فيه فرق بين ال decision
+
+425
+00:33:28,090 --> 00:33:33,090
+-taking و ال decision-making، هذه الصناعة، هذه
+
+426
+00:33:33,090 --> 00:33:38,210
+اتخاذها ماشي، شوف مع بعض، ترجمة اللي بالعربية
+
+427
+00:33:38,210 --> 00:33:46,550
+صناعة القرار، و هذه اتخاذ القرار، احنا نفسر البنك
+
+428
+00:33:46,550 --> 00:33:50,190
+دي ما اسمه صناعة القرار، اسمه اتخاذ القرارفالسؤال
+
+429
+00:33:50,190 --> 00:33:52,550
+اللي بتروحنا هي ايش الفرق بين الاتنين؟ و لا هم
+
+430
+00:33:52,550 --> 00:34:00,370
+واحد؟ بس هي ترجع ال decision making هو اختيار اللي
+
+431
+00:34:00,370 --> 00:34:03,830
+هو زي ما حكتنا عليه اختار القرار لكن ال making
+
+432
+00:34:03,830 --> 00:34:08,530
+اللي هو انا بحدد ايش الشغلات اللي بدي اقول فيها او
+
+433
+00:34:08,530 --> 00:34:11,990
+ال steps اللي بدي اعملها عشان يتحقق هذه القرار
+
+434
+00:34:11,990 --> 00:34:17,330
+ماشي ايش الفرق بين الاتنين؟ شكرا يا ديما شكرا يا
+
+435
+00:34:17,330 --> 00:34:24,240
+نور من يحب يجيب؟ممكن position making ان انا لو عند
+
+436
+00:34:24,240 --> 00:34:27,120
+القرار كذا، شو هتكون نتيجته؟ لو عند القرار كذا، شو
+
+437
+00:34:27,120 --> 00:34:33,360
+هتكون نتيجته؟ هذا ايش؟ ال making، دلوقت لو انا
+
+438
+00:34:33,360 --> 00:34:36,600
+أخدت هذا، شو هتكون نتائجه؟ دلوقت انا اتخذ القرار
+
+439
+00:34:36,600 --> 00:34:40,000
+من بين خياراتهم الممتازة عندهم، 5 او 10 ممكن بظبط
+
+440
+00:34:40,000 --> 00:34:43,880
+اختارها ماشاء الله، إذا فإن صانع القرار ممكن يكون
+
+441
+00:34:43,880 --> 00:34:48,540
+شخص واحد أو مجموع فريق؟ معلش
+
+442
+00:34:51,170 --> 00:34:53,610
+وعينها مابتاخد القرار، إيش الحزب يعني؟ هو هي
+
+443
+00:34:53,610 --> 00:35:01,070
+السؤال خد
+
+444
+00:35:01,070 --> 00:35:06,270
+ليه؟ ال decision making ممكن يكون أصلا البداية
+
+445
+00:35:06,270 --> 00:35:09,530
+اللي عندني موجودة و مدعومة، يعني أنا بسمع عليا إلا
+
+446
+00:35:09,530 --> 00:35:13,590
+إن أنا أختار منهم، ممتاز، لكن decision making أنا
+
+447
+00:35:13,590 --> 00:35:17,630
+وقاعد في إشي أنا لازم أعمل قرار، أنا لازم أخد قرار
+
+448
+00:35:17,630 --> 00:35:21,270
+إيش بالي؟لأ يعني ان انا مثلا رأيت مشكلة انا لازم
+
+449
+00:35:21,270 --> 00:35:24,730
+اخلق حل انا ماعنديش بدائل بدي انا اخلق حلول و اشوف
+
+450
+00:35:24,730 --> 00:35:29,730
+بدائل عشان اصلح قرار سليمان okay شكرا مين حابب
+
+451
+00:35:29,730 --> 00:35:33,930
+يضيف او جاتوا فكرة هيك ولا هيك؟ ممكن شماعة القرار
+
+452
+00:35:33,930 --> 00:35:37,390
+يكون فيها إدارة مش إدارة عالية يكون فيها أكتر من
+
+453
+00:35:37,390 --> 00:35:41,570
+مستخدمي المشكلة صحيح ممكن و يعني يخرجوا يتحددوا
+
+454
+00:35:41,570 --> 00:35:44,570
+المشكلة أو يتقربوا من إدارة عليهم خطوات ليهم
+
+455
+00:35:44,570 --> 00:35:50,000
+يخلقوا أسلحة و يقدموها الإدارة عاليةممتازة،
+
+456
+00:35:50,000 --> 00:35:54,340
+انطلعتينا من كلامك سؤال، هو فينا توصيات و فينا
+
+457
+00:35:54,340 --> 00:35:57,180
+قرارات، ماهو الفرق بينهم؟ بس قبل أن نجاب على
+
+458
+00:35:57,180 --> 00:36:01,900
+السؤال، لازم نجاب على السؤال الأول صانع القرار هو
+
+459
+00:36:01,900 --> 00:36:15,060
+أو هم الشخص المسؤول عن المراحل المعنية بجمع بيانات
+
+460
+00:36:15,060 --> 00:36:19,040
+عن القرار
+
+461
+00:36:21,010 --> 00:36:25,870
+فعملناكم معلومات إذا المراحل التي تسبق اتخاذ
+
+462
+00:36:25,870 --> 00:36:33,790
+القرار تسميها صناع القرار متاخد القرار بناء على
+
+463
+00:36:33,790 --> 00:36:43,050
+معلومات أو دراسة و دراسة صانع القرار يتم اتخاذه
+
+464
+00:36:43,050 --> 00:36:46,490
+وهو
+
+465
+00:36:46,490 --> 00:36:56,180
+المسئولعن صحة القرار من فشله مين
+
+466
+00:36:56,180 --> 00:37:02,080
+المسئول المتخد؟ الصانع لأ المتخد القرار هو المسئول
+
+467
+00:37:02,080 --> 00:37:04,920
+أمام الإدارة العليا أو أمام مدرس الإدارة هالقرار
+
+468
+00:37:04,920 --> 00:37:09,580
+صحيح ولا لأ طب أنت هو إيش جارقه يعطيك المعلومات؟
+
+469
+00:37:09,580 --> 00:37:13,100
+يعني إحنا بنفتح فرق هم اللي بيقوم بيسوي الدراسة هو
+
+470
+00:37:13,100 --> 00:37:17,340
+بتخد يا أه يا لأ المسئول المتخد القرار ونجاحه فشل
+
+471
+00:37:17,340 --> 00:37:21,150
+هو متخد القرار وليس الصانعهل ممكن الإثنان يكون
+
+472
+00:37:21,150 --> 00:37:26,850
+نفسه شخصية؟ أه ممكن عادي ممكن هو يسوي دراسة و يكون
+
+473
+00:37:26,850 --> 00:37:32,670
+هو الصانع أو الشركات الكبيرة لأ بيكون في فريق عمل
+
+474
+00:37:32,670 --> 00:37:36,650
+أو بيكون في شخص مسئول مثلا، بنعمل حملة إعلانية
+
+475
+00:37:36,650 --> 00:37:44,610
+خليني ناخد حالة لو سمحت و نكتب مع بعض حالة أكتب
+
+476
+00:37:44,610 --> 00:37:52,460
+ولا أتكلم؟ أتكلم؟ طب كيف هتفكر فيها؟ماشي طلبة
+
+477
+00:37:52,460 --> 00:38:03,140
+المدير العام محمد، فهي الشخصية الأولى من رئيس قسم
+
+478
+00:38:03,140 --> 00:38:14,420
+التسويق علي، هي الشخصية التانية اجراء جراسة لحملات
+
+479
+00:38:14,420 --> 00:38:18,480
+إعلانية جديدة
+
+480
+00:38:32,840 --> 00:38:39,420
+السؤال مما سبق استخرجي
+
+481
+00:38:39,420 --> 00:38:50,240
+واحد متخد القرار هو هاي اللغة الثانية صانع القرار
+
+482
+00:38:51,550 --> 00:39:02,230
+هو هنا أيوة هو المدير العام اللي هو مصطفى المصطفى
+
+483
+00:39:02,230 --> 00:39:06,290
+المصطفى
+
+484
+00:39:06,290 --> 00:39:10,770
+المصطفى المصطفى المصطفى المصطفى المصطفى المصطفى
+
+485
+00:39:10,770 --> 00:39:11,310
+المصطفى المصطفى المصطفى المصطفى المصطفى المصطفى
+
+486
+00:39:11,310 --> 00:39:11,390
+المصطفى المصطفى المصطفى المصطفى المصطفى المصطفى
+
+487
+00:39:11,390 --> 00:39:16,930
+المصطفى المصطفى المصطفى المصطفى المصطفى المصطفى
+
+488
+00:39:16,930 --> 00:39:18,350
+المصطفى المصطفى المصطفى المصطفى المصطفى المصطفى
+
+489
+00:39:18,350 --> 00:39:18,350
+المصطفى المصطفى المصطفى المصطفى المصطفى المصطفى
+
+490
+00:39:18,350 --> 00:39:21,690
+المصطفى المصطفى المصطفوصنع القرار عيد شكرا يا
+
+491
+00:39:21,690 --> 00:39:28,590
+عزيزي إسلام وش ذاك في الإجابة؟ لغة صح مصممة، ماشية
+
+492
+00:39:28,590 --> 00:39:33,390
+قبل ما يخد القرار إن المراحل اللي قبل اتخاذ القرار
+
+493
+00:39:33,390 --> 00:39:37,650
+قام فيها علي ممتاز و اللي اتخذ القرار هو العامل ده
+
+494
+00:39:37,650 --> 00:39:42,890
+من المسئول عن النجاح و الحشر؟ محمد وعلي هو صانعش
+
+495
+00:39:42,890 --> 00:39:48,390
+القرار وقال هو اللي عيدها، عيدة تانية؟واضحات أن في
+
+496
+00:39:48,390 --> 00:39:51,210
+فرق الصناعة، نعم في فرق الصناعة هي المراحل التي
+
+497
+00:39:51,210 --> 00:39:56,630
+تسبق عمية اتخاذ القرار، كما نشوف، بينما اتخاذ
+
+498
+00:39:56,630 --> 00:40:00,910
+القرار هو الشخص المسؤول عن نجاح أو فشل القرار الذي
+
+499
+00:40:00,910 --> 00:40:05,670
+تم اتخاذه، من هنا احنا بنطلع بملاحظة أنه لو صانع
+
+500
+00:40:05,670 --> 00:40:11,050
+القرار قدم دراسة خاطئة، إيش هيكون direct؟ قرار
+
+501
+00:40:11,050 --> 00:40:15,370
+خاطئ، ممتازة، لو المعلومات التي قدمها صانع القرار
+
+502
+00:40:15,370 --> 00:40:20,260
+خاطئة،هتكون شئ طبيعي من القرار الشمالي خاطر،
+
+503
+00:40:20,260 --> 00:40:23,580
+كالطبيب، الطبيب لو شخص حاله خطأ، هيكتب علاج خالص
+
+504
+00:40:23,580 --> 00:40:30,820
+الخطأ، نفس الشيء، واضح؟
+
+505
+00:40:30,820 --> 00:40:35,160
+في سؤال، بيقولك عندك صانع القرار، توع حكينا عنه،
+
+506
+00:40:35,160 --> 00:40:38,680
+متاخد القرار، وعندك المستفيد من القرار، إذا هنا
+
+507
+00:40:38,680 --> 00:40:43,520
+عندنا تلت أشخاص صانع
+
+508
+00:40:50,030 --> 00:40:55,890
+منتخب مستفيد نجح
+
+509
+00:40:55,890 --> 00:40:59,670
+الحالة هادئ حسب القرار اللي صار حقيقه أنك تاخد هذا
+
+510
+00:40:59,670 --> 00:41:05,290
+القرار أيوة إيه ده لأ ده المستفيد لما نعمل حملة
+
+511
+00:41:05,290 --> 00:41:08,250
+إعلانية وبصريحة مين يستفيد منها؟ نحن عشان الشعب
+
+512
+00:41:08,250 --> 00:41:15,230
+استفيد من الشعب الممتازة المستهلك المجتمع
+
+513
+00:41:17,200 --> 00:41:20,640
+إذا في ناس هتستفيد من القرارة، مثلا إحدى الشركات
+
+514
+00:41:20,640 --> 00:41:30,300
+اتخذت قرار مثلا بزيادة الرواتب، مين المستفيد؟
+
+515
+00:41:30,300 --> 00:41:33,700
+موظفهم
+
+516
+00:41:33,700 --> 00:41:41,120
+يعني، و هو الحاله، موظفين، و مهتمين، المجتمعإذا
+
+517
+00:41:41,120 --> 00:41:45,340
+المستفيد ممكن مايكونش واحد، المستفيد هو اللي أنا
+
+518
+00:41:45,340 --> 00:41:49,380
+ممكن ماحصلهوش، يعني ممكن أقول مجتمع و خلاص، ممكن
+
+519
+00:41:49,380 --> 00:41:52,840
+أقول مين المجتمع، إذا في عندنا مبتخد قرار، في
+
+520
+00:41:52,840 --> 00:41:55,860
+عندنا صانع قرار و في عندنا الناس المستفيدة من هذا
+
+521
+00:41:55,860 --> 00:42:00,560
+القرار، اتخذنا قرار برفع الدريبة بناء على دراسات
+
+522
+00:42:00,560 --> 00:42:04,300
+وجينا أنفسنا محتاجين لرفع الدريبة، هذا اسمه صناعة
+
+523
+00:42:04,300 --> 00:42:10,700
+قرارأجى وزير المالية اتخذ قرار برفع الدريبة هذا ما
+
+524
+00:42:10,700 --> 00:42:15,320
+اتخذ القرار الناس عملت مظاهرات ومسيرات بدهاشة لأن
+
+525
+00:42:15,320 --> 00:42:20,200
+هدول الناس القرار أثر عليهم بشكل ايش؟ مباشر و
+
+526
+00:42:20,200 --> 00:42:27,180
+هتحول لعيدها سهل نكتب
+
+527
+00:42:27,180 --> 00:42:32,160
+سؤال طلبة
+
+528
+00:42:32,160 --> 00:42:35,080
+علي
+
+529
+00:42:40,120 --> 00:42:49,420
+من موظفي بصفة
+
+530
+00:42:49,420 --> 00:42:54,800
+مالية إعداد
+
+531
+00:42:54,800 --> 00:43:01,300
+الموازنة
+
+532
+00:43:01,300 --> 00:43:06,000
+العامة التقديرية
+
+533
+00:43:06,000 --> 00:43:07,940
+للشركة
+
+534
+00:43:16,720 --> 00:43:21,840
+مما سبق حد
+
+535
+00:43:21,840 --> 00:43:33,840
+دي متخد القرار، صانع القرار المستفيد، ايه سميرة؟
+
+536
+00:43:33,840 --> 00:43:41,900
+متخد القرار عنيصانع القرار موظفي القسم النالية و
+
+537
+00:43:41,900 --> 00:43:45,140
+الاستفيد الشركة بشكل عام الشركة بشكل ايش؟ شركة
+
+538
+00:43:45,140 --> 00:43:48,880
+بشكل عام ممتاز شكرا يا عزيزي واضح الحالة ولا
+
+539
+00:43:48,880 --> 00:43:53,220
+عيدها؟ كان في سؤال كتبناه و مسحته و انتوا عملتوا
+
+540
+00:43:53,220 --> 00:43:55,240
+حالكوا و ماعكوش خبرة، السؤال ايش كان بيحكيك؟ طريقة
+
+541
+00:43:55,240 --> 00:43:58,080
+التوصيات؟ طريقة التوصيات ايوة ممتاز، ايش الفرق بين
+
+542
+00:43:58,080 --> 00:44:02,360
+القرار و التوصيات؟ هذه كتيرة احنا نسمعها في مجال
+
+543
+00:44:02,360 --> 00:44:02,800
+سؤالنا
+
+544
+00:44:10,320 --> 00:44:14,880
+القرار ملزم بما أن الإدارة العليا للأرض عمل توصيات
+
+545
+00:44:14,880 --> 00:44:19,620
+ممكن أخذ فيها أو لأ القرار ملزم إنت أخدنا القرار
+
+546
+00:44:19,620 --> 00:44:23,240
+بإن واحدة فيكم المديرة خلاص فش أو لأ فش عمزاجي
+
+547
+00:44:23,240 --> 00:44:30,720
+توصيات لأ غير ملزمة توصيات أخات بتاخد شكل استشارة
+
+548
+00:44:32,290 --> 00:44:35,850
+انت تستشير مختص و بتفكر و انت حرة يعني، يا بتسمع
+
+549
+00:44:35,850 --> 00:44:39,590
+الكلام مابتسمعش لك إن القرار ملزم، القرار ملزم، في
+
+550
+00:44:39,590 --> 00:44:46,330
+حاجة مخلفته، تبتدي عقوبة، ايه ممتازة، نقع تحت طاقة
+
+551
+00:44:46,330 --> 00:44:51,750
+القانون، زي ما حكت واحدة من البنات عقوبة، لأ هذا
+
+552
+00:44:51,750 --> 00:44:56,110
+مش ملزم، دلوقتي مش ملزم، خلاص يعني حق، تطلع على
+
+553
+00:44:56,110 --> 00:44:58,310
+الدرج و تطلع على الصنصارات، حاجة ان انا مالية، و
+
+554
+00:44:58,310 --> 00:45:04,870
+انت صلىلكن لما تاني إشارة المالو اللونها أحمر، لأ،
+
+555
+00:45:04,870 --> 00:45:08,390
+هذا فيها مخالف، لأن هناك فرق بين القرارات
+
+556
+00:45:08,390 --> 00:45:12,010
+والتوصيات، عشان هيك الإجتماع بيطلع عنه قرار،
+
+557
+00:45:12,010 --> 00:45:17,190
+الإجتماع الرسمي مايكونش توصيات، مايكونش قرار،
+
+558
+00:45:17,190 --> 00:45:24,590
+بينما المؤتمر ورشة عمل توصيات، انت توصيات وبيحطها
+
+559
+00:45:24,590 --> 00:45:27,970
+في الجرج وبينام، خلاص يعني، لأن هناك فرق بين
+
+560
+00:45:27,970 --> 00:45:32,610
+الأثنين؟ أه، هناك فرق بين الأثنينdecision و
+
+561
+00:45:32,610 --> 00:45:34,910
+recommendation، في فرق بينهم، مش الطبيعي انه في
+
+562
+00:45:34,910 --> 00:45:40,630
+فرق بينهم القرار ملزم، انت لو مااخدت شجرشتة واخدت
+
+563
+00:45:40,630 --> 00:45:44,790
+العلاج، خلاص انت هتضاعف، بخير بياخدوا العلاج، لكن
+
+564
+00:45:44,790 --> 00:45:48,350
+بصراحة براحتك، يعني حابة، أهلا و سهلا، مش حابة
+
+565
+00:45:48,350 --> 00:45:55,950
+خلاص يعني التوصية تخضع عيلك انت و جد نظرك، اللون
+
+566
+00:45:55,950 --> 00:45:59,470
+الأسود عليك حلو كتير، لكن مش ملزمين اللي تلبسي
+
+567
+00:45:59,470 --> 00:46:02,530
+أسودلكن لما يجيكي القرار من اليدارة اللي قوليه انه
+
+568
+00:46:02,530 --> 00:46:07,490
+فيه owner قرار ملون و أسود بصير ملزمة لو ماسمعتش
+
+569
+00:46:07,490 --> 00:46:10,190
+الكلام و جيتي بلون تاني بيمسكوكي لأ تعالى أن أنت
+
+570
+00:46:10,190 --> 00:46:14,550
+مخالفة إذا القرار بيكون فيه صفة صغيرة الإنذار
+
+571
+00:46:14,550 --> 00:46:19,170
+وقاله تقطية قانونية من قبل الشركة بينما التوصية لأ
+
+572
+00:46:19,170 --> 00:46:24,730
+نوصي نقترح ننصح نصيحة أنت يعني إيا بتسمعي ولا
+
+573
+00:46:24,730 --> 00:46:29,090
+بتسمعش إذا مافيه فرق بيناش؟ بين الاتنين واضحة ولا
+
+574
+00:46:29,090 --> 00:46:33,930
+عيدها؟عيدها؟ إذا السؤال يا لو حسن ما الفرق بين
+
+575
+00:46:33,930 --> 00:46:39,350
+القرار والتوصية؟ القرار بيكون منزل وإذا كان فيه
+
+576
+00:46:39,350 --> 00:46:46,370
+مخالفة سيحصل عقوبة أو تحرص على التوصية ممتاز نفس
+
+577
+00:46:46,370 --> 00:46:49,010
+الكلام اللي حدته شكراني أنتي إن القرار بجمع إدارة
+
+578
+00:46:49,010 --> 00:46:54,190
+عالية دال الدنيا التوصية لأ فعن هذه الكلام يا
+
+579
+00:46:54,190 --> 00:46:57,390
+أخوات بذكرنا في الهرم الإدار اللي خدناه أيام
+
+580
+00:46:57,390 --> 00:47:05,350
+شبابنالأ هذا من الإدارة يعني إدارة عُلية ووسطة
+
+581
+00:47:05,350 --> 00:47:11,210
+طولة لو رجعت المرحلات السابقة كنا بنحكي من أعلى
+
+582
+00:47:11,210 --> 00:47:17,630
+لأسفل القرار من أسفل لأعلى تقصير طبعا هذا الملزمة
+
+583
+00:47:17,630 --> 00:47:22,670
+وهذا اللي في القرار وهذا لا براحة كامة واضحة ولا
+
+584
+00:47:22,670 --> 00:47:27,810
+عيدها عيدة تاني؟ okay عندنا سؤال ما هي أنواع
+
+585
+00:47:27,810 --> 00:47:32,910
+القراراتهنا إيش توقع الكون .. طبعا هذه يا أخوات
+
+586
+00:47:32,910 --> 00:47:36,010
+معيار .. هذي إيش .. هذي معيار .. مش .. هذي مش
+
+587
+00:47:36,010 --> 00:47:39,350
+الانواع .. هذي المعيار .. معيار التقسيم لما أقولكي
+
+588
+00:47:39,350 --> 00:47:43,810
+هنا وضعف اللي ده إيش توقع الكون تحتها ممكن يكون
+
+589
+00:47:43,810 --> 00:47:48,910
+سؤال واضحلي بالرسم أنواع القرارات .. هنقول هنا
+
+590
+00:47:48,910 --> 00:47:56,990
+أنواع القرار decision types هنا أول حاجة بيحكي
+
+591
+00:47:56,990 --> 00:48:04,080
+وضعف اللي دهسؤال؟ لأ مازال عارف عندها نهار ممتازة،
+
+592
+00:48:04,080 --> 00:48:09,620
+شكرا على التركيز، وظائف لدراعفينهم كلهم أربع يعني
+
+593
+00:48:09,620 --> 00:48:17,780
+أربع أخوات تخطيب، تنظيم،
+
+594
+00:48:17,780 --> 00:48:21,880
+توجيه،
+
+595
+00:48:21,880 --> 00:48:22,720
+قيادة مثلا
+
+596
+00:48:25,670 --> 00:48:29,770
+لأن هذه الأنواع معيارها وظائف الإدارة، معيارها إيش
+
+597
+00:48:29,770 --> 00:48:52,570
+وظائف الإدارة نشوف النوع التاني، هاي سامية نستعلم
+
+598
+00:48:52,570 --> 00:48:58,690
+صديقع طول ساب ما صدقتي ماشي مين الصديق اللي ممكن
+
+599
+00:48:58,690 --> 00:49:06,350
+يقول ايش هدا فى المشروع هى الهداف ممتاز شكرا يا
+
+600
+00:49:06,350 --> 00:49:14,890
+ريما تسويق صديق مفيد تسويق أفراد مالية
+
+601
+00:49:14,890 --> 00:49:20,930
+إنتاج مشتريات
+
+602
+00:49:20,930 --> 00:49:27,200
+انت عارفة انك بتحكي عن حاجة تانيةإذا نعملنا هذه و
+
+603
+00:49:27,200 --> 00:49:34,220
+هذه حسب الشكل إما
+
+604
+00:49:34,220 --> 00:49:43,320
+يجيكي قرار مكتوب أو شفاه والاتنين ملزمين، ملزمين
+
+605
+00:49:43,320 --> 00:49:55,610
+إذا إما قرار مكتوب واضح تجيكي SMSemail او تفضلي
+
+606
+00:49:55,610 --> 00:50:01,870
+انت ماخدة علقية او المدير يبلغك واضح هذا اسمه حسب
+
+607
+00:50:01,870 --> 00:50:11,770
+الشكل اللي هي رقم 3 نشوف رقم 4 اليقين
+
+608
+00:50:11,770 --> 00:50:16,730
+اللي هو التأكد تلاتة
+
+609
+00:50:16,730 --> 00:50:21,290
+يا انتي عشانك هنخليهم تلاتة اما حالة التأكد
+
+610
+00:50:23,730 --> 00:50:34,010
+أو عدم التأكد أو المخاطرة ال risk أنا
+
+611
+00:50:34,010 --> 00:50:37,190
+متأكدة أنا من الآن الوضع انهار يعني ممكن تاخد قرار
+
+612
+00:50:37,190 --> 00:50:40,910
+نعملش معاه إذا أي محل التأكد بتكون معلومات 100%
+
+613
+00:50:40,910 --> 00:50:44,190
+معلومات
+
+614
+00:50:44,190 --> 00:50:55,340
+كاملة عدم التأكد معلومات ناقصة يعنيهناك شكوك أنا
+
+615
+00:50:55,340 --> 00:51:00,380
+شاكة أنه مش 100% بصراحة مع المخاطرة اللي هي risk
+
+616
+00:51:00,380 --> 00:51:03,600
+معلومات
+
+617
+00:51:03,600 --> 00:51:12,120
+ناقصة زاد احتمال وقوع احتمال
+
+618
+00:51:12,120 --> 00:51:16,760
+وقوع الشئ يعني، في احتمالات إذا كان في احتمال،
+
+619
+00:51:16,760 --> 00:51:22,020
+بكون مخاطرة، إذا فيش احتمال، بكون عدم تأكدناخد
+
+620
+00:51:22,020 --> 00:51:31,980
+المتادة نوضّلها عندنا حالتين واحدين الحال الأولى
+
+621
+00:51:31,980 --> 00:51:49,540
+أمام الشركة بديلين إما افتتاح فرق أو شراء آلة ماشي
+
+622
+00:51:49,540 --> 00:51:59,520
+تكلفة الفرق100 ألف دولار ايش العائد؟ مثلا تكلفة
+
+623
+00:51:59,520 --> 00:52:08,620
+القالب مثلا 150 ألف دولار والعائد
+
+624
+00:52:08,620 --> 00:52:12,700
+المتوقع البديل
+
+625
+00:52:12,700 --> 00:52:20,620
+الأول مثلا 20 ألف شهريا بالتاني
+
+626
+00:52:20,620 --> 00:52:21,920
+اللي هو العائد تبعه
+
+627
+00:52:25,090 --> 00:52:29,670
+ثلاثين ألف عظيم ماشي
+
+628
+00:52:29,670 --> 00:52:40,410
+هذه حالة مابستهدفش الحالة التانية نفس
+
+629
+00:52:40,410 --> 00:52:48,370
+الأولى بس هنضيف أيه المعلومات نسبة احتمال تخطيب
+
+630
+00:52:48,370 --> 00:52:54,150
+العادل الحالة الأولى
+
+631
+00:52:57,120 --> 00:53:04,540
+50% او خلينا نبقى 50% عشان مش يدخلوا هنا في مجال
+
+632
+00:53:04,540 --> 00:53:13,620
+أسئلة بالكمية 30% و الحالة التانية 70% أيه هو
+
+633
+00:53:13,620 --> 00:53:19,060
+أفضل؟طبعا معلش يا انتي هدى أيه مغفل معتمد على
+
+634
+00:53:19,060 --> 00:53:23,340
+أساليب كمية في اتخاذ القرار يبحث العمليات هي مش
+
+635
+00:53:23,340 --> 00:53:26,660
+مادتنا بس أنا بودأوضحلك إيش الفرق بين عدم التأكد و
+
+636
+00:53:26,660 --> 00:53:31,400
+التأكد عدم التأكد و الحلم ال risk أو المخاطر نفس
+
+637
+00:53:31,400 --> 00:53:35,860
+البيانات لكن بطلع عندي زيادة احتمال تحقيق العائد
+
+638
+00:53:35,860 --> 00:53:40,960
+يعني احتمال اسلام تفصل على 100% في المادة مثلا 30%
+
+639
+00:53:40,960 --> 00:53:45,280
+إذا لمّا يظهر احتمال بتكون مخاطر او ايه ال risk؟
+
+640
+00:53:46,870 --> 00:53:50,610
+فاش اعتناء دخول عنا بتأكد، واضح حتى الفرق الجوهر
+
+641
+00:53:50,610 --> 00:53:55,230
+بالإتلاني أمسح السؤال، طب إحنا مش هنحل السؤال، لإن
+
+642
+00:53:55,230 --> 00:54:01,570
+السؤال زي ما حكيت بده عندك عدد بتأكد فيه 5
+
+643
+00:54:01,570 --> 00:54:05,570
+استراتيجيات للحل، و المخاطر بنحلها عن طريق شجرة
+
+644
+00:54:05,570 --> 00:54:08,570
+القرارات و بنحلها كمان عن طريق أساليب أخرى،
+
+645
+00:54:08,570 --> 00:54:12,470
+تاخدوها إن شاء الله في مساقات متقدمة، لإن حسب
+
+646
+00:54:12,470 --> 00:54:13,170
+اليقين 3
+
+647
+00:54:16,150 --> 00:54:21,110
+حسب نوع متاخد القرار نحطها
+
+648
+00:54:21,110 --> 00:54:27,310
+فرد أسمها نوع
+
+649
+00:54:27,310 --> 00:54:31,650
+متاخد .. لسه لا أشرفين شو معناه متاخد القرار هنا
+
+650
+00:54:31,650 --> 00:54:40,630
+إما فردي أو استشاري أو جماعي خلّي جماعي أفضل
+
+651
+00:54:40,630 --> 00:54:42,130
+الاستشارة يعني
+
+652
+00:54:46,670 --> 00:54:50,210
+اما المدير الحالي يستخدم ويأخذ القرار وهو المسئول
+
+653
+00:54:50,210 --> 00:54:54,890
+او المشاور احنا جميعنا قررنا وده الحال اللي هو
+
+654
+00:54:54,890 --> 00:55:07,710
+اللي متاخد القرار طالعين الناحية القانونية اما
+
+655
+00:55:07,710 --> 00:55:15,550
+ملزم او غير ملزمالمعنى بيكون فرفاض الموضوع يعني مش
+
+656
+00:55:15,550 --> 00:55:19,390
+إجباري أو مش واضح اللي هي يعني التغييرات اللي
+
+657
+00:55:19,390 --> 00:55:22,490
+بتكون في القوانين هذه ما استغلناها إذا هدا من
+
+658
+00:55:22,490 --> 00:55:26,430
+ناحية قانونية ما يكون قرار ملزم بقوة القانون أو
+
+659
+00:55:26,430 --> 00:55:32,190
+غير ملزم لأ إذا مرة تانية وضحي برسم أنواع القرارات
+
+660
+00:55:32,190 --> 00:55:39,130
+وقولنا هذه المعايير إذا ممكن نصيحها بشكل آخر All
+
+661
+00:55:39,130 --> 00:55:52,470
+query معايير تقسيمعنواع القرار ادخل
+
+662
+00:55:52,470 --> 00:55:58,030
+المعايير اللى قسمنا عساسها القرار وضعف
+
+663
+00:55:58,030 --> 00:56:01,690
+الإدارة حسب الشكل واليقين ممتازة وضعف الإدارة وضعف
+
+664
+00:56:01,690 --> 00:56:07,010
+المحسس الشكل اليقين متاخد القرار واللي هي القانون
+
+665
+00:56:07,010 --> 00:56:08,830
+هذه المعايير ستة
+
+666
+00:56:11,200 --> 00:56:14,880
+أنواع القرارات بنترج تحتها، كل مجموعة زي ما اللي
+
+667
+00:56:14,880 --> 00:56:18,540
+لها تصنيف يعني، وكل مجموعة إلها إيش، إلها معيار ما
+
+668
+00:56:18,540 --> 00:56:23,320
+هي أنواع القرارات حسب وظائف الإدارة التخضرية؟
+
+669
+00:56:23,320 --> 00:56:26,940
+دخلية، تنظيم، أوشير، تنظيم ممتاز، شكرا، الطالب
+
+670
+00:56:26,940 --> 00:56:30,480
+اللي وراها، خلود، بقى، لأ مش خلود، عشوان، عشوان،
+
+671
+00:56:30,480 --> 00:56:32,100
+عشوان، عشوان، عشوان، عشوان، عشوان، عشوان، عشوان،
+
+672
+00:56:32,100 --> 00:56:34,620
+عشوان، عشوان، عشوان، عشوان، عشوان، عشوان، عشوان،
+
+673
+00:56:34,620 --> 00:56:38,300
+عشوان، عشوان،
+
+674
+00:56:38,300 --> 00:56:44,460
+عشوانما هي انواع القرارة حسب متاخد القرارة تفضلي
+
+675
+00:56:44,460 --> 00:56:47,580
+ريما يا فردي يا جماعة يا اما انت لو وحدك انت
+
+676
+00:56:47,580 --> 00:56:51,420
+المسئول او معاك جماعة سميرة حسب الشكل مكتوب على
+
+677
+00:56:51,420 --> 00:56:55,660
+الشكل تجيك رسالة فيها القرار او بالكلام اخر واحد
+
+678
+00:56:55,660 --> 00:57:01,020
+يقين يقين جنان وشك او التأكد تلاتة عنده تلاتة
+
+679
+00:57:01,020 --> 00:57:07,040
+قولات تأكد عدم تأكداش محق واضح ولا عيدها نكمل وانا
+
+680
+00:57:07,040 --> 00:57:10,240
+أستنى نكمل
+
+681
+00:57:11,120 --> 00:57:19,860
+مركزي معايا تاو
+
+682
+00:57:19,860 --> 00:57:25,380
+لما فرجنا بين صانع القرار ومتاخد القرار مين فاكر
+
+683
+00:57:25,380 --> 00:57:31,160
+ايش قولنا يومها؟ أيام الشباب ايوة ممتاز مراحل
+
+684
+00:57:31,160 --> 00:57:33,940
+اتخاذ .. المراحل اللي تسبق عملت اتخاذ القرار هي
+
+685
+00:57:33,940 --> 00:57:37,680
+صناعة القرار القرار اللي .. اللي مظهر فيه مرسوم
+
+686
+00:57:37,680 --> 00:57:43,490
+وقرارنا وكذا هو إيش اتخاذالقرار خلوني أنصح الصفورة
+
+687
+00:57:43,490 --> 00:57:47,250
+بس واضح
+
+688
+00:57:47,250 --> 00:57:52,450
+لغاية الآن ولا صعب طب وإن احنا كل حياتنا انت خارج
+
+689
+00:57:52,450 --> 00:57:55,690
+قرارات انت تختار اليوم سندوتش في الاحل ولا تنجبنا
+
+690
+00:57:55,690 --> 00:57:58,890
+هذا قرار تنسج في الباب الأسود ولا في الباب الأخضر
+
+691
+00:57:58,890 --> 00:58:03,470
+هذا قرار تروحي على الجامعة ولا ما تروحيش هذا قرار
+
+692
+00:58:03,470 --> 00:58:07,530
+واضح؟ قبل ما نبدأ نشرح مع بعض في مراحل
+
+693
+00:58:10,810 --> 00:58:13,650
+عملت اتخاذ القرار خلونا نريح المخ شوية و لا بلاش
+
+694
+00:58:13,650 --> 00:58:28,730
+لإن شايفها لازم نرتاح هالي
+
+695
+00:58:28,730 --> 00:58:37,950
+سهل انشاء
+
+696
+00:58:37,950 --> 00:58:48,000
+اللهمهر مهر مهر مهر
+
+697
+00:58:48,000 --> 00:58:49,500
+مهر مهر مهر مهر مهر مهر مهر مهر مهر مهر مهر مهر
+
+698
+00:58:49,500 --> 00:58:55,780
+مهر مهر مهر مهر مهر مهر مهر مهر مهر مهر مهر مهر
+
+699
+00:58:55,780 --> 00:58:55,820
+مهر مهر مهر مهر مهر مهر مهر مهر مهر مهر مهر مهر
+
+700
+00:58:55,820 --> 00:58:55,820
+مهر مهر مهر مهر مهر مهر مهر مهر مهر مهر مهر مهر
+
+701
+00:58:55,820 --> 00:58:55,820
+مهر مهر مهر مهر مهر مهر مهر مهر مهر مهر مهر مهر
+
+702
+00:58:55,820 --> 00:59:06,940
+مهر مهر مهر مهر مهر مهر مهر مهر مهر مهر
+
+703
+00:59:06,940 --> 00:59:07,480
+مه
+
+704
+00:59:11,660 --> 00:59:16,560
+ماشي و ال .. و
+
+705
+00:59:16,560 --> 00:59:20,620
+ال .. و الشمس و الشعراء اللي هنا أطول و اللي هنا
+
+706
+00:59:20,620 --> 00:59:27,600
+أقصد اه يعني بصينك انخانكوا ماشي و السر يعني خلاص؟
+
+707
+00:59:27,600 --> 00:59:33,860
+ماشي يا وانتي و الاسنان و الشمس ماشي ده الشمس ليش
+
+708
+00:59:33,860 --> 00:59:40,360
+عن شعرها هيك شعر حتى شعر اه عجباني قصة الشمسأيوة و
+
+709
+00:59:40,360 --> 00:59:45,520
+هذه لون و هذه لون هذه ايوة هذه على البحر زهر زهر
+
+710
+00:59:45,520 --> 00:59:50,860
+جاي فريضان ولا حاجة ماشي
+
+711
+00:59:50,860 --> 00:59:56,600
+اه هذه لغز اخو
+
+712
+00:59:56,600 --> 01:00:01,540
+لأ بقى غالب ده واحد ذهب يزور واحد قال له اشف قبلك
+
+713
+01:00:01,540 --> 01:00:08,140
+قال له والد ابو المسجون ابن ابويا اخو اخو
+
+714
+01:00:16,610 --> 01:00:23,070
+إيش راجلها؟ أخوه ولا أخته؟ لأ قبل لإن أخوه أخوه
+
+715
+01:00:23,070 --> 01:00:28,450
+يعني مش أخته، من المرأة طالب، هذه سهلة، ماشي، خلّى
+
+716
+01:00:28,450 --> 01:00:32,850
+توم الجيل لبعدين إحنا هناخد البراك و بنكمل كمان
+
+717
+01:00:32,850 --> 01:00:39,210
+شوية إن شاء الله إذا أخرنا قبل شوية ما المقصود
+
+718
+01:00:39,210 --> 01:00:41,990
+باتخاذ القرار، بس عشان نأكد المعلومة
+
+719
+01:00:44,930 --> 01:00:49,610
+حكينا فيه عن اتخاذ القرار و فيه عن صناعة القرار
+
+720
+01:00:49,610 --> 01:00:58,250
+الآن على سبيل المثال كاس مثلا المدير في المدرسة و
+
+721
+01:00:58,250 --> 01:01:04,970
+السكرتير و نائب المدير مين
+
+722
+01:01:04,970 --> 01:01:06,450
+متخد و مين صانع؟
+
+723
+01:01:13,750 --> 01:01:20,270
+القرار اللي هو السكرتير و نقب المدير هم اللي
+
+724
+01:01:20,270 --> 01:01:23,270
+بيجمعوا معلوماته و دراساته و كذا بتاخد القرار
+
+725
+01:01:23,270 --> 01:01:26,910
+المسئول عليه عن نجاحه و فشله و أمام المديرية و
+
+726
+01:01:26,910 --> 01:01:31,390
+الوزارة و أولياء الأمور و بقاش المولياء وضحكت هك
+
+727
+01:01:31,390 --> 01:01:34,950
+ولا كده
+
+728
+01:01:34,950 --> 01:01:38,550
+الان حكينا أو توقفنا عن مراحل صناعة و اتخاذ إيش
+
+729
+01:01:38,550 --> 01:01:39,870
+القارة
+
+730
+01:01:42,850 --> 01:01:49,550
+مين رقم واحد؟
+
+731
+01:01:49,550 --> 01:01:56,670
+ما شاء الله، لا طبعا، هي واحدة بس، أنتوا مش ماخدين
+
+732
+01:01:56,670 --> 01:02:01,870
+بالك إنه في هنا إيش، في أسهم، تمشوش ورايا، في
+
+733
+01:02:01,870 --> 01:02:09,110
+أسهم، إذا الرقم واحد أنا مادة وريد،
+
+734
+01:02:09,110 --> 01:02:12,010
+تفضلي نور حسينكو أيه لو سمحتي
+
+735
+01:02:16,440 --> 01:02:21,980
+تحليل الأسباب تطوير البدائل تقرار التنفيذ أو
+
+736
+01:02:21,980 --> 01:02:29,340
+إجراءات بصحيحية تقييم و تقنية عكسية بعد
+
+737
+01:02:29,340 --> 01:02:33,080
+تقييم البدائل بختار البديل المناسب تنفيذ البديل
+
+738
+01:02:33,080 --> 01:02:40,600
+المختار تقييم و تقنية عكسية لغاية
+
+739
+01:02:40,600 --> 01:02:44,960
+هنا من هنا
+
+740
+01:02:46,410 --> 01:02:55,350
+اتخاذ واضح؟ إذا أول مراحل صناعة قرار بعد كده اتخاذ
+
+741
+01:02:55,350 --> 01:03:02,170
+إيش؟ قرقة تعالوا
+
+742
+01:03:02,170 --> 01:03:10,270
+نشوف مع بعض واحدة واحدة لونه لونه أول حاجة تحديد
+
+743
+01:03:10,270 --> 01:03:18,540
+الموقف هل القرار اللي هتتخطههو حل مشكلة ولا هناك
+
+744
+01:03:18,540 --> 01:03:24,060
+فرصة تلوحه في الأفق بإننا نطنصها؟ ناخد كاس بتسهل
+
+745
+01:03:24,060 --> 01:03:40,240
+مشكلة مثلا تأخر موظف بشكل مستمر عن موقع الحضور دون
+
+746
+01:03:40,240 --> 01:03:43,080
+تبرير تالف
+
+747
+01:03:49,750 --> 01:04:03,770
+فلصة وجود سوق جديد لا يوجد فيه منتجنا أو
+
+748
+01:04:03,770 --> 01:04:14,110
+انخفاض أسعار المواد هنا
+
+749
+01:04:14,110 --> 01:04:19,350
+كمان واحدة يعني تكليف الحملات
+
+750
+01:04:21,790 --> 01:04:32,610
+بالإعلانية باهظة مما أدى إلى انخفاض إيراده أو
+
+751
+01:04:32,610 --> 01:04:40,550
+الإيراده هو اللي دقيق الإيراد انشغله طيب
+
+752
+01:04:40,550 --> 01:04:44,910
+مثلا سؤال ايش خلق الإيراد بالضبط؟
+
+753
+01:04:44,910 --> 01:04:48,680
+الإيرادات .. الإيرادات بعد ما دمنا تقالربح بعد ما
+
+754
+01:04:48,680 --> 01:04:53,600
+نعمل مصمم ل .. مصمم لربح بنزود عليه الإيرادات لكن
+
+755
+01:04:53,600 --> 01:05:00,160
+.. مصمم لربح زاد الإيرادات بتعطينا الصرف لربح ربح
+
+756
+01:05:00,160 --> 01:05:04,040
+من مصرفات .. ربح
+
+757
+01:05:04,040 --> 01:05:10,640
+من مصرفات .. ربح من مصرفات .. ربح من مصرفات .. ربح
+
+758
+01:05:10,640 --> 01:05:12,180
+من مصرفات .. ربح من مصرفات .. ربح من مصرفات .. ربح
+
+759
+01:05:12,180 --> 01:05:12,540
+من مصرفات .. ربح من مصرفات .. ربح من مصرفات .. ربح
+
+760
+01:05:12,540 --> 01:05:13,280
+من مصرفات .. ربح من مصرفات .. ربح من مصرفات .. ربح
+
+761
+01:05:13,280 --> 01:05:14,040
+من مصرفات .. ربح من مصرفات .. ربح من مصرفات .. ربح
+
+762
+01:05:14,040 --> 01:05:15,620
+من مصرفات .. ربح من مصرفات .. ربح من مصرفات .. ربح
+
+763
+01:05:15,620 --> 01:05:17,650
+من مصرفات .. ربح من مصرفات .. ربح منأكم ساعة بيعتب
+
+764
+01:05:17,650 --> 01:05:23,470
+سعرها بيجي عندنا في النص مين التكاليف هالسلطات
+
+765
+01:05:23,470 --> 01:05:25,490
+اللي ارادت من التكاليف بيعطيها ربح بس خد بالك ربح
+
+766
+01:05:25,490 --> 01:05:30,670
+يانوع قبل الحائضة، قبل الدريبة، بعد الدريبة، ربح
+
+767
+01:05:30,670 --> 01:05:33,930
+الموازع المحتج اسمه هذا فهنا عشان الحمالات
+
+768
+01:05:33,930 --> 01:05:39,910
+الإعلانية، تكاليف أو مصاريف أنا صلحتة، اللي بيطلعش
+
+769
+01:05:39,910 --> 01:05:44,150
+أرباح بيطلع إيراد طب طلع سؤالتان، أيش الفرق بين
+
+770
+01:05:44,150 --> 01:05:51,690
+التكاليف والمصروف؟cost experience؟ آه بمجرد اسم
+
+771
+01:05:51,690 --> 01:05:56,270
+الحساب ماعجبهاش
+
+772
+01:05:56,270 --> 01:06:01,630
+عمالكوا السؤال هذا؟ بس الأسئلة أنا في المقتل قاعدة
+
+773
+01:06:01,630 --> 01:06:05,790
+ما الفرق بين المشكلة بال .. تاك ال pharmacy؟
+
+774
+01:06:05,790 --> 01:06:11,090
+المصارف بتكون من ال .. من تعبك و شراكتك؟ من مالكك
+
+775
+01:06:11,090 --> 01:06:13,850
+تعني؟ من المالك تبعك؟ ماعرفش فضل أنت عندك مالك ولا
+
+776
+01:06:13,850 --> 01:06:18,880
+ده عشان انا أفيدكالتكاليف تنضغط مثلًا، أنا عندنا
+
+777
+01:06:18,880 --> 01:06:23,280
+مشتريات في أي، لأ، دي كانت مصرية، أي مثلًا مصرف،
+
+778
+01:06:23,280 --> 01:06:26,940
+دفعته على المشتريات حسب معقمة المشتريات، لكن
+
+779
+01:06:26,940 --> 01:06:31,200
+تكلفة، مش كلفة. مش كلفة أني انا اشتريتها، أول،
+
+780
+01:06:31,200 --> 01:06:32,800
+أول، أول مشكلة، أول مشكلة، أول مشكلة، أول مشكلة،
+
+781
+01:06:32,800 --> 01:06:32,800
+أول مشكلة، أول مشكلة، أول مشكلة، أول مشكلة، أول
+
+782
+01:06:32,800 --> 01:06:35,080
+مشكلة، أول مشكلة، أول مشكلة، أول مشكلة، أول مشكلة،
+
+783
+01:06:35,080 --> 01:06:38,220
+أول مشكلة، أول مشكلة، أول مشكلة، أول مشكلة، أول
+
+784
+01:06:38,220 --> 01:06:43,630
+مشكلة، أول مشكلة، أول مشكلة، أول مشكلاللي أنا عندي
+
+785
+01:06:43,630 --> 01:06:47,590
+منتج خُدّي بالك هي الفرق بينهم بسيط على فكرة أنا
+
+786
+01:06:47,590 --> 01:06:51,190
+عندي منتجات رجلام عشان يصير جلم أنا دفعت فيه شغلات
+
+787
+01:06:51,190 --> 01:06:54,770
+كتير سواء مراد خام، سواء نهلات، سواء أجهزة، سواء
+
+788
+01:06:54,770 --> 01:06:59,790
+موظفين، المؤسسة، مصرف الإدارية والتسويق الشرطاني
+
+789
+01:06:59,790 --> 01:07:04,710
+إذا ال .. الرجلام انبعت، بيصير مسروف، إذا مابعاش
+
+790
+01:07:04,710 --> 01:07:09,210
+فضلات كتير، إذا إذا الشغل دخّت عليه إيراد، بتنتقل
+
+791
+01:07:09,210 --> 01:07:14,640
+للمصاريف، بتظهر في قناة الداخليةواضح؟ إذا ضلت في
+
+792
+01:07:14,640 --> 01:07:19,840
+وجهي قاعدة بضالة تكليف، واضح؟ إذا نجم عنها، إذا
+
+793
+01:07:19,840 --> 01:07:26,240
+الأساس هو التكلفة، ال cost بين الحمد لله تصير
+
+794
+01:07:26,240 --> 01:07:29,440
+مصدور، مابيعناش لأ تكلفة، واضح؟ هذا هو الفرق اللي
+
+795
+01:07:29,440 --> 01:07:32,020
+بسطت بينها، هي ماهاش مخطوعة باله، فاكرها نفسهاش،
+
+796
+01:07:32,020 --> 01:07:37,140
+هي بتختلف، حتى في المعالجة المحاسبية بتختلف نرجع
+
+797
+01:07:37,140 --> 01:07:41,870
+للسؤالأول حاجة لازم أحدد نوقفي، هل القرار هتاخده
+
+798
+01:07:41,870 --> 01:07:45,410
+عشان عندي مشكلة أعلجها؟ ولا عشان في فرصة لاحظت في
+
+799
+01:07:45,410 --> 01:07:49,830
+الأفق لازم إيش؟ لازم نقتنصها السؤال الأول، ما
+
+800
+01:07:49,830 --> 01:07:55,630
+المقصود بالمشكلة، problem؟ سحر من غشر عندها مشكلة،
+
+801
+01:07:55,630 --> 01:07:58,310
+إيش بيجي ع بالك إسلام؟ حاجة حلوة تقوله مبروك ولا
+
+802
+01:07:58,310 --> 01:08:03,110
+يا والي ولا إيش؟مشكلة يعني إيش خطأ؟ أزمة؟ خلل؟
+
+803
+01:08:03,110 --> 01:08:05,930
+خشبية؟ إذا تسلقن من إجابة أخرانكوا في سؤال تاني ما
+
+804
+01:08:05,930 --> 01:08:08,830
+الفرق بين المشكلة و الأزمة أكتب الأسئلة أنا أنتوا
+
+805
+01:08:08,830 --> 01:08:11,950
+أحكوا و أنا أطلع السؤال الأزمة تفاقم للمشكلة عرف
+
+806
+01:08:11,950 --> 01:08:18,430
+المشكلة؟ عرف الأزمة؟ و أنت عارف الأزمة تفاقم صحيح
+
+807
+01:08:18,430 --> 01:08:26,050
+يلّا ما هي المشكلة؟ المشكلة بصراحة أنا عندها مشكلة
+
+808
+01:08:26,050 --> 01:08:28,170
+في الجوال إيش بيجي على بالك؟ إن الجوال مش تشغلش
+
+809
+01:08:28,990 --> 01:08:33,310
+ماشي هنا الجوال مش تشتغلش فيه خلال فين جوال، هي
+
+810
+01:08:33,310 --> 01:08:37,030
+حطته في المي، حطته في الشاي، بطل يشتغل، ماشي، إيش
+
+811
+01:08:37,030 --> 01:08:41,890
+معنى الجوال بطل يشتغل؟ فاشل، ماشي، ما هو فاشل، ما
+
+812
+01:08:41,890 --> 01:08:44,050
+أنا عارفة، بعد المشكلة اتفقنا، اتفقنا، اتفقنا،
+
+813
+01:08:44,050 --> 01:08:46,850
+اتفقنا، اتفقنا، اتفقنا، اتفقنا، اتفقنا، اتفقنا،
+
+814
+01:08:46,850 --> 01:08:47,290
+اتفقنا، اتفقنا، اتفقنا، اتفقنا، اتفقنا، اتفقنا،
+
+815
+01:08:47,290 --> 01:08:51,210
+اتفقنا، اتفقنا، اتفقنا، اتفقنا، اتفقنا، اتفقنا، ا
+
+816
+01:08:57,650 --> 01:09:08,490
+دمين المشكلة عقبة أو معوّق يمنع من الوصول للهدف
+
+817
+01:09:08,490 --> 01:09:13,170
+طبعا المشاكل ليها ألواع، في مشاكل حيوية، في مشاكل
+
+818
+01:09:13,170 --> 01:09:18,390
+روتينية متعودين عليها، ماشي، إذا هو عقبة أو معوّق،
+
+819
+01:09:18,390 --> 01:09:20,670
+حاجة بتمنعني من الوصول، يعني أنا بدي أوصل للناحية
+
+820
+01:09:20,670 --> 01:09:24,350
+التالية، لكن في كرسي، هذا يعتبر مشكلة، قلنا في
+
+821
+01:09:24,350 --> 01:09:30,720
+النهاية مشاكل حيويةومشاكل روتينية الحيارية زي
+
+822
+01:09:30,720 --> 01:09:37,200
+المشاكل في السياسات، في الخلق في السياسة، في
+
+823
+01:09:37,200 --> 01:09:41,360
+القرار، روتينية لأ مش متعودين عليها هادي، مثلا زي
+
+824
+01:09:41,360 --> 01:09:45,480
+أزمة المولوه، لو أنت اليوم أطلعت لجت الشوارع فاضي
+
+825
+01:09:45,480 --> 01:09:52,890
+حد شقى، في مشكلة أنه مافيش مشكلةالمشاكل الروتينية
+
+826
+01:09:52,890 --> 01:09:55,250
+متعودون عليها جزء من حياتنا زي قطاع الكهرباء
+
+827
+01:09:55,250 --> 01:09:57,590
+متكيفين معاها وماشي لهم اصلا لو هي الكهربا ساعة
+
+828
+01:09:57,590 --> 01:10:01,810
+زيادة انتي ممكن تروحي المستشفى من الفرح ماشي لكن
+
+829
+01:10:01,810 --> 01:10:04,790
+المشاكل الحيوية لأ بتمسح حياة المراسس عشان هيك
+
+830
+01:10:04,790 --> 01:10:07,950
+سميناها حيوية بيكون في خلال في السياسة في خلال في
+
+831
+01:10:07,950 --> 01:10:12,810
+الإجراءات بيدهي عارض نظر من كلمة مثلها حكت كلمة
+
+832
+01:10:12,810 --> 01:10:17,290
+أزمة فماني الأزمة مشكلة
+
+833
+01:10:17,290 --> 01:10:27,340
+تم تجهولها او اهمالهافخرجت عن السيطرة زي لما واحد
+
+834
+01:10:27,340 --> 01:10:32,400
+يكون بقود سيارة و تفلت منه و ركعت السودا بصراحة
+
+835
+01:10:32,400 --> 01:10:39,840
+طبعا في عنا أزمات متوقعة و في أزمات فجائية و طب في
+
+836
+01:10:39,840 --> 01:10:42,780
+أزمة لو أنا عارفة إن في مشكلة بس أنا مطانشاها زي
+
+837
+01:10:42,780 --> 01:10:46,670
+لما ده واحد معاه صدع مطانشالصداع بزيد، بياخدوا
+
+838
+01:10:46,670 --> 01:10:49,090
+مخصصتي معاك، الصداع مش هضي يروح، روحها الطبيب،
+
+839
+01:10:49,090 --> 01:10:51,970
+كلهم طوال من زمان، لو جيت من أول ال .. بيذكرنا
+
+840
+01:10:51,970 --> 01:10:55,050
+بالفحص المبكر، لو جيت من الأول كان كذا كذا، بس انت
+
+841
+01:10:55,050 --> 01:10:59,210
+الآن للأسف الشديد، الله يرحمك، فواضح؟ أن ممكن أزمة
+
+842
+01:10:59,210 --> 01:11:02,790
+تصير طريقة فجأة، أو ممكن لأ، إلها مقدمات، ليه
+
+843
+01:11:02,790 --> 01:11:06,990
+المشاكل، و أنا عاملة نفسي معيش بريش داعو، إن
+
+844
+01:11:06,990 --> 01:11:11,430
+المشكلة بتختلف عن الفرصة طبعا، و إن المشكلة عقبة،
+
+845
+01:11:11,430 --> 01:11:16,230
+تمنعني من الوصول لإياش، للهدفموقف تفشر فيه المؤسسة
+
+846
+01:11:16,230 --> 01:11:19,930
+في إنجاز أهدافها أو بعض أوجه الأداء غير مرضية،
+
+847
+01:11:19,930 --> 01:11:23,890
+اللي هي نفسها عقبة من أنه ماوصلاش للهدف، أخدنا
+
+848
+01:11:23,890 --> 01:11:27,290
+أمتلة على المشاكل، هذه مشاكل مش أزمة، موظف بتأخر
+
+849
+01:11:27,290 --> 01:11:29,830
+بشكل مستمر عن عمله، معناه أنه مافيش حد بيشتغل في
+
+850
+01:11:29,830 --> 01:11:34,230
+المكتب هذا، سيادته مابيحضرش أو بيجي براحته يعني،
+
+851
+01:11:34,230 --> 01:11:40,310
+دون تقديم منبرر، يعني مش مهتم، بحكيش أنا عندي كذا؟
+
+852
+01:11:40,790 --> 01:11:43,090
+مشكلة تانية، لاحظنا ان انا تبنيت في الحيوانات لإن
+
+853
+01:11:43,090 --> 01:11:45,690
+هي مرتفعة، كيف عرفت إن هذه مشكلة؟ الإعلانات معانها
+
+854
+01:11:45,690 --> 01:11:50,010
+خفضت، لما عملنا دراسة اكتشفنا إن الإعلانات مرتفعة
+
+855
+01:11:50,010 --> 01:11:57,730
+فرصة طبعا، فرصة حاجة حلوة، حاجة لاحق في الأفق، بدك
+
+856
+01:11:57,730 --> 01:12:01,930
+تنصها، موقف يضيفيه المدير إنجازات هادمية كان
+
+857
+01:12:01,930 --> 01:12:05,240
+بينتجوز الأهداف في الموضوع حالياإحنا ماكانش عنا
+
+858
+01:12:05,240 --> 01:12:08,720
+هدف نفتح سوق جديد أو نزود الأرباح، لكن صار عندي
+
+859
+01:12:08,720 --> 01:12:13,480
+فرصة اللي ممكن أنا أفتح و أسوقها، بدي أقتنصها، فإن
+
+860
+01:12:13,480 --> 01:12:17,700
+هي حاجة بتظهرلي من البيئة الخارجية، لو أنا
+
+861
+01:12:17,700 --> 01:12:22,400
+اقتنصتها، هأقتنصها المنافسين، فلازم ياش، لازم أخد
+
+862
+01:12:22,400 --> 01:12:26,300
+بالي منها، إذاً رقم 1 لازم أحدد موقفيه، هل أنا
+
+863
+01:12:26,300 --> 01:12:30,640
+عايزة القرار عشان أحل المشكلة، ولا عشان في فرصة
+
+864
+01:12:30,640 --> 01:12:34,780
+لاحت في الأفق، بدي أتاخد قرار لإقتنصهاده الرقم
+
+865
+01:12:34,780 --> 01:12:42,840
+واحد لازم في مراحل صنع القرار أحدد الموقع هل هو
+
+866
+01:12:42,840 --> 01:12:47,820
+مريض بده علاج ولا إحنا بنستغل حاجة إمنيها زهرت لنا
+
+867
+01:12:47,820 --> 01:12:52,460
+أثناء
+
+868
+01:12:52,460 --> 01:12:55,620
+أحيانا إحنا بصيرنا مشكلة في التشخيص زي الأطباء نفس
+
+869
+01:12:55,620 --> 01:12:59,980
+الشيء بأكيد هي سمية طفولة القرينة هناك أخطاء يلقوا
+
+870
+01:12:59,980 --> 01:13:02,860
+فيها المدير خاصة في المشكلة شوفنا بعض
+
+871
+01:13:06,550 --> 01:13:09,250
+إيش الأخطاء اللي ممكن تظهر؟ واحد تعرف المشكلة أو
+
+872
+01:13:09,250 --> 01:13:13,250
+الcourse بشكل واسع جدا أو ضيق جدا أحيانا يا أخوات
+
+873
+01:13:13,250 --> 01:13:17,570
+لما
+
+874
+01:13:17,570 --> 01:13:20,990
+بنعرف المشكلة بننصيقها في سؤال أو نصيقها في جملة
+
+875
+01:13:20,990 --> 01:13:24,790
+أحيانا ليه عشان نصيقها؟ زي ما تقولنا كاتبين تأخر
+
+876
+01:13:24,790 --> 01:13:28,230
+موظف قاري هي لصغنها وواضحة أحيانا صياط المشكلة
+
+877
+01:13:28,230 --> 01:13:33,210
+بيكون فيها خلق تفضلي التركيز على أعماق المشاكل و
+
+878
+01:13:33,210 --> 01:13:36,500
+ليس على أسبابهاأيش يا الطبيب معاك صدراء خد هاي
+
+879
+01:13:36,500 --> 01:13:40,160
+المسكّن؟ طب هو معاه صدراء عشان انه مسكّن و لا معاه
+
+880
+01:13:40,160 --> 01:13:45,540
+صدراء عشان هادي؟ يعني وجود لابس بين الظاهرة و
+
+881
+01:13:45,540 --> 01:13:49,520
+السبب، الظاهرة أنه معاه صدراء، لكن ممكن مايكونش
+
+882
+01:13:49,520 --> 01:13:54,280
+السبب أن هو خد مسكّن، في لازم أعمل تحليل و فخوصات
+
+883
+01:13:54,280 --> 01:13:57,180
+لحد تحط إيدي على التشخيص السليم معاك و المعنى
+
+884
+01:13:57,180 --> 01:14:00,200
+العلاج السليم، اتفضلي؟ اختيار المشكلة أو الفرصة
+
+885
+01:14:00,200 --> 01:14:07,410
+الخاطئ و التعامل معهاواحد عنده مصاريف الإعلان،
+
+886
+01:14:07,410 --> 01:14:18,490
+بدفع عليها 10%، ورواتب 90%، وعنده ينخفض بالإيراد،
+
+887
+01:14:18,490 --> 01:14:27,470
+المفترض إيش بيحكي؟ بالمخ، بالمخ، إيش يخفض؟ عفوا،
+
+888
+01:14:27,470 --> 01:14:31,810
+يخفض طبتك الإعلانات ولا الرواتب؟ عشان يزيد
+
+889
+01:14:31,810 --> 01:14:36,910
+الإيراد؟حل المشكلة؟ لأ يا جماعة المشاكل وضعيها وين
+
+890
+01:14:36,910 --> 01:14:40,550
+الزيادة؟ هنا انتوا لما قولتوا ان انتوا نفس الكلام
+
+891
+01:14:40,550 --> 01:14:45,870
+اللي مكتوب عنكوا هيه انه أنا ماشي أسيب المشكلة
+
+892
+01:14:45,870 --> 01:14:50,470
+الأساسية وامش أمسك لمخزف مشكلة تافه ولا حاجة مش
+
+893
+01:14:50,470 --> 01:14:56,010
+مهمة يعني واضح؟ فاللي هي اختيار المشكلة أنه يكون
+
+894
+01:14:56,010 --> 01:14:59,110
+في عينا خطأ في تحديد المشكلة المشكلة مش في الإعلان
+
+895
+01:14:59,110 --> 01:15:02,380
+يا أخي الإعلان كله عشرة ثانيةانت بتعطي دلوقت
+
+896
+01:15:02,380 --> 01:15:07,080
+بتسعين فلمية، هنا حاول تخفضها شوية حتى .. يعني
+
+897
+01:15:07,080 --> 01:15:12,620
+ماشي، لو خلاني انا ادي خمسة فلمية، ماشي، قداش
+
+898
+01:15:12,620 --> 01:15:16,960
+الإجابات هيزيد؟ حاجة بسيطة، لكن لو انا لو خفضتها
+
+899
+01:15:16,960 --> 01:15:21,160
+مثلا لستين فلمية، هيمس الزيادة، هذا المقصود فيها،
+
+900
+01:15:21,160 --> 01:15:23,180
+إذا ما كان أخطأ ممكن أني أكون عندي مشكلة و أفتي
+
+901
+01:15:23,180 --> 01:15:27,000
+عليه في المشكلة، يعني الطبيب صار له ساعة بيحكي مع
+
+902
+01:15:27,000 --> 01:15:30,340
+المريض، المرض مش فياه ولا حاجةطب وين المرض؟ مش
+
+903
+01:15:30,340 --> 01:15:36,640
+عارف احدد المرض، اتنين بصير لابس بين ظاهر .. ضواهر
+
+904
+01:15:36,640 --> 01:15:40,780
+المشكلة و بينها .. و بينها سبابة زي لما يكونوا
+
+905
+01:15:40,780 --> 01:15:43,980
+عندنا بركان، في فرق بين دخان البركان و البركان
+
+906
+01:15:43,980 --> 01:15:48,560
+نفسه، الدخان هذا ظاهر انه فيه بركان اليوم، بيبين
+
+907
+01:15:49,260 --> 01:15:53,360
+واضح؟ لكن نفس البركان لما يتور البركان و حمام و
+
+908
+01:15:53,360 --> 01:15:57,220
+حرائق و أبصر يشيء، هذا المشكلة، المشكلة مش في حتة
+
+909
+01:15:57,220 --> 01:16:01,780
+الدخان، فمافي فرق بين الظاهرة و السبب، الظاهر أن
+
+910
+01:16:01,780 --> 01:16:07,080
+أنتي معاكي صداع، لكن السبب الله أعلم، كمان أحيانا
+
+911
+01:16:07,080 --> 01:16:11,660
+بيكون عندنا خطأ في التعامل مع المشكلة، ممكن أسيب
+
+912
+01:16:11,660 --> 01:16:15,680
+المشكلة الأساسية و أمسك في مشكلة فرعية أو حاجة
+
+913
+01:16:15,680 --> 01:16:20,600
+بسيطة، يعني أسيب الجمل و أمسكلي في حاجة صغيرةزي
+
+914
+01:16:20,600 --> 01:16:24,880
+مثلا إذا ماعطينا شوية أمتلة مثلا توقفات الطريقة،
+
+915
+01:16:24,880 --> 01:16:30,600
+عنا إحنا مطار توقفت الطيارات فجأة أو السيارة توقفت
+
+916
+01:16:30,600 --> 01:16:37,780
+فجأة، بدنا نشوف إيش هي، هل المشكلة أن هو بغيبولا
+
+917
+01:16:37,780 --> 01:16:41,760
+في مشكلة تانية، بصراحة هو مريض و الطبيب حكاله
+
+918
+01:16:41,760 --> 01:16:44,840
+ماطلعش بدري، زيك يعني، بدي أفرق زي ما كنا كاتبين،
+
+919
+01:16:44,840 --> 01:16:51,400
+ده فرق بين هو بغيب بلا مبالا ولا هو بغيب لإنه مثلا
+
+920
+01:16:51,400 --> 01:16:54,840
+بود الأولاد على الخضانة مثلا، بدي أفرق، أيضا هذه
+
+921
+01:16:54,840 --> 01:16:57,580
+أني أنا أسيب المشكلة الجوارية و أركز على مشكلة
+
+922
+01:16:57,580 --> 01:17:03,720
+بسيطة، إذن هذه هو المرحلة اللي راحة صناعة القرارطب
+
+923
+01:17:03,720 --> 01:17:08,940
+الآن احنا ايش؟ ميزنا بين المشكلة و الفرصة تعالى
+
+924
+01:17:08,940 --> 01:17:11,060
+نشوف ايش الخطوة التانية اللى كانت فى الرسمة هذه
+
+925
+01:17:11,060 --> 01:17:17,600
+نرجع لرسمة تشخيص وتحليل الأسباب تشوفين هناك؟ تشخيص
+
+926
+01:17:17,600 --> 01:17:21,740
+وتحليل الأسباب زى ما حكينا الطبيب عرف المشكلة، بده
+
+927
+01:17:21,740 --> 01:17:24,680
+يبدأ يشخص صحة نشوف ايش كاتب لنا، اتفضل يا ساحر
+
+928
+01:17:24,680 --> 01:17:30,600
+تشخيص وتحليل الأسباب، أسباب المشكلة أو منامح
+
+929
+01:17:30,600 --> 01:17:34,930
+للفرصةجمع بيانات ومعلومات وتحليلها ودراستها بعمق
+
+930
+01:17:34,930 --> 01:17:38,350
+ودبقة إنت معاك صداع لازم نسوي فحوصات و أشعة و
+
+931
+01:17:38,350 --> 01:17:44,030
+تصوير لحتى نقدر نشخص الحالة علنا نتشخص الحالة عدة
+
+932
+01:17:44,030 --> 01:17:50,050
+أساليب نشوف مع بعض الأسلوب الياباني هو تحليل السبب
+
+933
+01:17:50,050 --> 01:17:54,590
+والأفراد فهي تحليل الأسباب المحتملة بظهور المشكلة
+
+934
+01:17:54,590 --> 01:17:58,330
+بهدف الانصول إلى الأسباب الحقيقية التي أدت إلى
+
+935
+01:17:58,330 --> 01:18:05,820
+ظهورها الآن عندنا واحد غم عليهاماشي صحي نام انت
+
+936
+01:18:05,820 --> 01:18:11,400
+ليه شوم عليك؟ نسأله افطرت اليوم؟ قال لأ، اذا هذا
+
+937
+01:18:11,400 --> 01:18:17,840
+ايش؟ هذا سبب، بس بصراحة أنا معي سكر، اه هذا سبب
+
+938
+01:18:17,840 --> 01:18:21,860
+الحقيقي، اذا بدي اميز بين السبب المحتمل و السبب
+
+939
+01:18:21,860 --> 01:18:25,800
+الحقيقي يعني step by step واحدة واحدة، هنا دراسة
+
+940
+01:18:25,800 --> 01:18:31,080
+بالتدريج، فضلهالسبب الرئيسي هو احتمال وجود عوامل
+
+941
+01:18:31,080 --> 01:18:34,820
+فرعية فيه يمكن أن تؤدي إلى أمور هذه المشكلة إذا
+
+942
+01:18:34,820 --> 01:18:37,940
+نحنا بندرس الأسباب، ده من السلوب الياباني بيركز
+
+943
+01:18:37,940 --> 01:18:42,620
+على دراسة إيش الأسباب، ما هي أسباب المشكلة، لما
+
+944
+01:18:42,620 --> 01:18:46,600
+نقرأ في الأسباب، مابنقدراش نحلها، نقدر نحلها،
+
+945
+01:18:46,600 --> 01:18:50,300
+الخيار التاني، اتفضلي السلوب العصفرهيني، يشتركوا
+
+946
+01:18:50,300 --> 01:18:54,940
+في مجموعة من المديرين أو المسئولين ويترحون أفكارهم
+
+947
+01:18:54,940 --> 01:18:59,950
+بطريقة كرة ودون نقلويتم تصفية الأفكار وسياغتها لكي
+
+948
+01:18:59,950 --> 01:19:02,970
+توضح الأسباب الحقيقية للمشكلة هذا احنا بنستخدمها
+
+949
+01:19:02,970 --> 01:19:05,270
+في المحاضرات يا أخوات لما نجيب مشكلة زي اذا فاكرتي
+
+950
+01:19:05,270 --> 01:19:08,530
+مشكلة التخطيط مشكلة الرقابة وانتوا بتحكوا وانا
+
+951
+01:19:08,530 --> 01:19:12,650
+بكتب زي ما انتوا عايزين و بعدين نتوصل لحلقة هذا
+
+952
+01:19:12,650 --> 01:19:17,830
+نفس الشيء نجيب مجموعة من المختصين زي مثلا عندنا
+
+953
+01:19:17,830 --> 01:19:23,680
+على سبيل المثال طفلين ملتصقين في بعضاحنا ما نفصلهم
+
+954
+01:19:23,680 --> 01:19:27,380
+عن بعض، فهذه بدها خبراء، بنجيبهم، بنجاعدهم،
+
+955
+01:19:27,380 --> 01:19:29,860
+بنقعدوا نفكروا كيف العملية هتستوى و كده نسبة نجاحة
+
+956
+01:19:29,860 --> 01:19:33,680
+و الكلام هذا، نفس الشيء لو عندنا مثلا زي ما حكينا
+
+957
+01:19:33,680 --> 01:19:38,140
+في بشري الحملات الإعلانية مرتفعة مثلا تكاليفها،
+
+958
+01:19:38,140 --> 01:19:41,040
+ممكن نقعد أنا وياك و نشوف اللي نحل، كل واحد بيحكي
+
+959
+01:19:41,040 --> 01:19:45,500
+فكرة بحرية و بعدين بنتوصل لإيش، لحل نهائي
+
+960
+01:19:49,240 --> 01:19:52,680
+معاكوا عصف دهني برضه، دقيقتين اتفكروا في الشكل
+
+961
+01:19:52,680 --> 01:20:01,640
+هذا، السؤال يتوجه لكل طرف اللي بده، شوفوا وان
+
+962
+01:20:01,640 --> 01:20:03,640
+اليمين او وان البداية، وان الشمال
+
+963
+01:20:32,980 --> 01:20:34,880
+ممتاز، كل الكل يفكروا سواء؟
+
+964
+01:20:47,380 --> 01:20:53,440
+فاكر معالي كاميرا انا ممكن
+
+965
+01:20:53,440 --> 01:21:07,460
+تيجي عند اسلام تفكري معاها نسمع
+
+966
+01:21:07,460 --> 01:21:12,580
+إجابات؟ ماشي تفضلي وقت إضافي
+
+967
+01:21:15,680 --> 01:21:23,520
+مش مش مش مش مش مش مش مش مش مش مش مش مش مش
+
+968
+01:21:39,570 --> 01:21:42,770
+خلصت مشاورات و مباحثات بشوف صارش تجمع ملجزة منها
+
+969
+01:21:42,770 --> 01:21:46,830
+ده نبدأ
+
+970
+01:21:46,830 --> 01:22:06,330
+نسمع؟ إذا حابين لسه وقت نعطيكم مش مشكلة اسلوب
+
+971
+01:22:06,330 --> 01:22:10,850
+اليابانياللي هو التحليل القاتل هو السبب، إيش يعني
+
+972
+01:22:10,850 --> 01:22:18,810
+fish ball؟ خدت بالك مالك كلمة؟ fish؟ السمكة،
+
+973
+01:22:18,810 --> 01:22:25,410
+الهيكل العظمي للسمكة، يعني الترجم الحرفي إليه، بس
+
+974
+01:22:25,410 --> 01:22:29,450
+هي هيكلة السمكة، انت لو طلعتش بتلجأ سمك ولا مش
+
+975
+01:22:29,450 --> 01:22:35,710
+سمكة؟ مين بيعرفش السمكة؟ ماشي، مين بيعرفش الحوت؟
+
+976
+01:22:35,710 --> 01:22:39,660
+طيب، نسمعإيش .. ليه إيش توصلته من الشكل هذا؟ تفضل
+
+977
+01:22:39,660 --> 01:22:45,800
+إيه النور؟ هاي النور، اللي مش نور؟ ضوء؟ تفضلي حسب
+
+978
+01:22:45,800 --> 01:22:49,140
+ما فهمنا إن المشكلة الرئيسية بتتولد عن .. بتكون
+
+979
+01:22:49,140 --> 01:22:53,340
+نتيجة لأسباب معلش
+
+980
+01:22:53,340 --> 01:22:57,620
+عادي تعني؟ المشكلة .. أيوة .. بتتولد .. بتتولد
+
+981
+01:22:57,620 --> 01:23:01,600
+نتيجة لعدة أسباب أه، هذا ال problem .. لها أسباب
+
+982
+01:23:01,600 --> 01:23:05,190
+.. أيوةممكن .. السبب ممكن يكون في عامة سبب ثانوي
+
+983
+01:23:05,190 --> 01:23:08,090
+أو سبب .. سبب رئيس يعني هو أنت ممكن تبدأ بالرئيس و
+
+984
+01:23:08,090 --> 01:23:12,690
+لا بالثانوي قبل؟ ثانوي .. بالرئيس .. الرئيس بيأثر
+
+985
+01:23:12,690 --> 01:23:16,770
+عليه ثانوية ممتاز .. ممتاز استعجب صديقه ولا إش؟
+
+986
+01:23:16,770 --> 01:23:21,090
+ماشي ممكن أكمل أن السبب .. المشكلة بيكون إلها سبب
+
+987
+01:23:21,090 --> 01:23:23,590
+يا أما في ال people و ال process و ال commitment و
+
+988
+01:23:23,590 --> 01:23:27,340
+هذه الأشياء الستةو هاي الاشياء اللي ستة بيحصلها
+
+989
+01:23:27,340 --> 01:23:30,940
+اللي بيكون لها سبب رئيسي، سبب الرئيسي بيأثر فيه
+
+990
+01:23:30,940 --> 01:23:36,840
+سبب ثانوي، بس لما أخدت هولت مشكلة شو كان يعني؟ شو
+
+991
+01:23:36,840 --> 01:23:41,660
+كان؟ خلوط؟ كلها .. كلها عمليات، كل عملية بتأثرتها،
+
+992
+01:23:41,660 --> 01:23:46,060
+ليه أساسية؟ هذه عمليات؟ لأ هي كلها، كل واحدة، كل
+
+993
+01:23:46,060 --> 01:23:47,520
+الفئران، الأفعى، الستة
+
+994
+01:23:50,640 --> 01:23:54,400
+فيها حاجات يعني فرعية في الأسئلة اللي احنا بتعملنا
+
+995
+01:23:54,400 --> 01:23:57,480
+مشكلة أسئلة جانبية okay شكرا جزيلا تفضلي سميات
+
+996
+01:23:57,480 --> 01:24:00,520
+يعني
+
+997
+01:24:00,520 --> 01:24:03,680
+زي ما حكوا أنه في أسباب ثانوية و أسباب رئيسية
+
+998
+01:24:03,680 --> 01:24:08,660
+التنتين متدافع يعني كل واحد بيسبب أثر عتالي بيسبب
+
+999
+01:24:08,660 --> 01:24:13,190
+المشكلة مثلا الموادنقص الموارد بأثر على الأجهزة،
+
+1000
+01:24:13,190 --> 01:24:20,210
+البيئة و العمليات، الإدارة و الناقص و من الوظيفة
+
+1001
+01:24:20,210 --> 01:24:24,230
+طب ممكن تشري دالة هنا على الأجهزة أو التجهيزات؟ مش
+
+1002
+01:24:24,230 --> 01:24:29,550
+هتأسأل، انت عادي، كلهم مأثر على نفسككلهم بيأثروا
+
+1003
+01:24:29,550 --> 01:24:33,570
+بس في حد بيسبب المشكلة بيأثر على ال .. يعني مثلا
+
+1004
+01:24:33,570 --> 01:24:37,850
+المواد شكل السنة متأثر على ال .. على الأجهزة قد
+
+1005
+01:24:37,850 --> 01:24:40,750
+تتصور أشان أجهزة ال material أخر حاجة معناها أنه
+
+1006
+01:24:40,750 --> 01:24:43,850
+هي أخر حاجة وليه ممكن يتكون السبب الرئيسي أصلا ده
+
+1007
+01:24:43,850 --> 01:24:46,710
+.. أه ممكن .. ممكن تكون السبب الرئيسي بس هي مثلا
+
+1008
+01:24:46,710 --> 01:24:52,190
+بتأدي ل .. خويا بترتيبها واحد، اتنين، تلاتة، مانوش
+
+1009
+01:24:52,190 --> 01:24:56,560
+علاقة ممكن تحطيها ديانة ديانة مثل ما بتحبماش دعوة
+
+1010
+01:24:56,560 --> 01:25:00,900
+حسب ما قلنا إن الرسمة مافيه أسباب سنوية أو أساسية
+
+1011
+01:25:00,900 --> 01:25:04,020
+صحيح السبب الرئيسي يعني أكتر حاجة من ال management
+
+1012
+01:25:04,020 --> 01:25:09,420
+أو الإدارة على فكرة السنة من نفس الطول لأ لأ لأ
+
+1013
+01:25:09,420 --> 01:25:15,020
+أسبابي عشان كنت أدرسهم لأ ماشي okay اتفضلي نفس
+
+1014
+01:25:15,020 --> 01:25:21,500
+الجابة اي احتوازك اتفضلي هنا و Islam نفس الشيء إنه
+
+1015
+01:25:21,500 --> 01:25:28,410
+في سكانبالظبط بأنه يخلق مشكلة شكرا جزيلا نلخص مع
+
+1016
+01:25:28,410 --> 01:25:32,690
+بعض، عينينا قد القتل، القتل اللي ظهر اللي هو معناه
+
+1017
+01:25:32,690 --> 01:25:38,250
+مشكلة، نرجع السؤال المشكلة الخلفي، ما هي أسباب
+
+1018
+01:25:38,250 --> 01:25:44,990
+المشكلة؟ أخدت أحنا في زمانتنا الـ six hymns، أسباب
+
+1019
+01:25:44,990 --> 01:25:48,490
+المشاكل، طبعا هذه ملاحظة عرتيب معين زي ما أنت
+
+1020
+01:25:48,490 --> 01:25:52,350
+عايزها، إما أسباب اللي لها علاقة في صميم المؤسسة
+
+1021
+01:25:53,220 --> 01:25:57,160
+إما المشاكل من سوريا دارها نفسها، أسباب المشاكل
+
+1022
+01:25:57,160 --> 01:26:00,820
+البيئة نفسها، زي ما قلنا القطاع الدار الكهربائي أو
+
+1023
+01:26:00,820 --> 01:26:03,680
+البيئة الخامة، البيئة التحتية، أسباب من المواد
+
+1024
+01:26:03,680 --> 01:26:07,260
+الخام، هي رديقة، فطلب المنتج رديق، إذا مين السبب
+
+1025
+01:26:07,260 --> 01:26:11,620
+رديقة منتجنا؟ مواد خامة، أسباب من التجهيزات نفسها
+
+1026
+01:26:11,620 --> 01:26:17,780
+أو الآلات، أسباب من عمليات نفسها، سواء كانت في
+
+1027
+01:26:17,780 --> 01:26:21,820
+عملية دارية أو عملية تنتج غير سليمة، فيها خلل،خش
+
+1028
+01:26:21,820 --> 01:26:26,940
+جودة أسباب من البشر البشر هنا إما الموظفين أو ال
+
+1029
+01:26:26,940 --> 01:26:30,920
+customer أو أصحاب المصالح أو الإدارة نفسها أو
+
+1030
+01:26:30,920 --> 01:26:34,040
+الإدارة نفسها صحيح الإدارة تندرج مع الموظفين يعني
+
+1031
+01:26:34,040 --> 01:26:42,720
+كل هدولة إذا ضلت أنا مهملهم هيوصل للمشكلة طبعا هذه
+
+1032
+01:26:42,720 --> 01:26:45,740
+ال lesson اللي هي الصغيرة اللي عندها زي ال shock
+
+1033
+01:26:45,740 --> 01:26:52,460
+في السمكة هذه ممكن عبادة عن أسباب أخرىأو بسيطة أو
+
+1034
+01:26:52,460 --> 01:26:56,080
+تنوية أنا ما بهمني التنو أو بهمني مين ال primary
+
+1035
+01:26:56,080 --> 01:26:59,460
+اللي هو الأول أو الأساس عفوا هذه .. هذه اللي
+
+1036
+01:26:59,460 --> 01:27:05,720
+بتهمني ليش؟ خدوا بالك زي ما توشرحنا عندنا مشكلة
+
+1037
+01:27:05,720 --> 01:27:11,800
+بدأت بسيطة أنا أهملها إيش صار؟ إذا الأسباب التنوية
+
+1038
+01:27:11,800 --> 01:27:14,820
+لو احنا أهملنا هتقدل أسباب رئيسية ومتعمدة و قدلة
+
+1039
+01:27:14,820 --> 01:27:20,180
+إيش؟ هذا هو أسلوب الياباني اللي بيسمي fish ball
+
+1040
+01:27:21,020 --> 01:27:24,220
+لأنه بشبه هيكل السمك، لو طلعت منه ما تلاقيه بشبه
+
+1041
+01:27:24,220 --> 01:27:28,620
+هيكلاش السمك واحد
+
+1042
+01:27:28,620 --> 01:27:38,220
+لا سمح الله أو بشكل آخر واحدة ست رايحة تعمل فحص لا
+
+1043
+01:27:38,220 --> 01:27:42,800
+سمح الله لمهاج السرطان أول سؤال بيسالوها هي هل في
+
+1044
+01:27:42,800 --> 01:27:47,820
+حد نقرب بدرجة ولا توف بالمرض، إذاً هذا سبب، مش
+
+1045
+01:27:47,820 --> 01:27:53,280
+مشكلةلا بصراحة مش حد انا خلاص لكن لا يعني انه فشي
+
+1046
+01:27:53,280 --> 01:27:58,200
+ممكن مايصيرش، لأ ممكن، بس هذا أحد الأسباب للخلل،
+
+1047
+01:27:58,200 --> 01:28:02,300
+واضح؟ ده ممكن يكون عندى السبب إما رئيسي أو إيش أو
+
+1048
+01:28:02,300 --> 01:28:06,820
+تاني، أحملناه بتطور بصير لإيش رئيس و من تاني، إلا
+
+1049
+01:28:06,820 --> 01:28:13,920
+مشكلة، واضحة ولا عيدها؟ عيدها تاني؟ عيدها؟ سيد
+
+1050
+01:28:13,920 --> 01:28:16,980
+الدكتور في المدخل اللي أجيب اليوم، اللي أجيب كمان
+
+1051
+01:28:16,980 --> 01:28:22,210
+لأستاهالموت المفاجئ .. الموت المفاجئ للاعبي كمال
+
+1052
+01:28:22,210 --> 01:28:25,910
+ارزاد تشخيص المرض هو بوضحاد في الدورة الدموية هو
+
+1053
+01:28:25,910 --> 01:28:30,370
+بوضحاد في الدورة الدموية يعني أي إنسان لما يعني
+
+1054
+01:28:30,370 --> 01:28:34,050
+يتوفى و يصير أجله أنه إيش السبب؟ هو بوضحاد في
+
+1055
+01:28:34,050 --> 01:28:37,690
+الدورة الدموية وهذا وصف الورد إنه بوضحاد لكن إيش
+
+1056
+01:28:37,690 --> 01:28:41,810
+السبب الرئيسي؟ فكان إنه إنه بتعطل إنه هتمشي
+
+1057
+01:28:41,810 --> 01:28:45,500
+البرتيناتفبيحكي يعني لازم يصير واعي على هذا الاشي
+
+1058
+01:28:45,500 --> 01:28:50,280
+لإن في كتير صاروا اتنين مصريين هم انه مؤخرا اتواحى
+
+1059
+01:28:50,280 --> 01:28:54,100
+نفس الاشي فلو صار واعي يعني من الأول .. صحيح .. اه
+
+1060
+01:28:54,100 --> 01:28:58,220
+ممكن انه يعني يتخاف .. يعني .. يتجنب .. يتجنب
+
+1061
+01:28:58,220 --> 01:29:01,280
+المشكلة زي مثلا انت بتقول يا سمح الله السكتات اللي
+
+1062
+01:29:01,280 --> 01:29:06,060
+جلبية في فصل الشتاء و ليس في الصيف، هذي المشكلة،
+
+1063
+01:29:06,060 --> 01:29:10,880
+هذي الظاهرة، طب ما هي الأسباب؟ انخفاض اعتماد
+
+1064
+01:29:10,880 --> 01:29:14,730
+الإنسان عشرة بالمياهفبزيد تركيز الدم في الجسم،
+
+1065
+01:29:14,730 --> 01:29:17,770
+فممكن الله يعرف ما عشان عليه إذا في فرق بين الظهر
+
+1066
+01:29:17,770 --> 01:29:27,430
+هو إيش؟ وين المشكلة؟ واضح يا جماعة؟ واضح الخطوة
+
+1067
+01:29:27,430 --> 01:29:32,810
+التالتة، اكتشفنا المشكلة، اكتشفنا أسبابها،
+
+1068
+01:29:32,810 --> 01:29:38,410
+حددناها، هل هي أساسية ولا تنوية، هنبدأ نفكر في
+
+1069
+01:29:38,410 --> 01:29:44,810
+إيش، إيش هيبونبدأ نفكر فى الحل يعنى الحل اللى هو
+
+1070
+01:29:44,810 --> 01:29:48,450
+البديل نشوف
+
+1071
+01:29:48,450 --> 01:29:52,110
+مع بعض الخطوة بتاعة البدائل انكش نكتشف حل ما هو
+
+1072
+01:29:52,110 --> 01:29:56,650
+الحل اتفضلى
+
+1073
+01:29:56,650 --> 01:30:03,030
+صحك اهنا تطوير البدائل اي البلول المحتملة إذا كان
+
+1074
+01:30:03,030 --> 01:30:07,930
+عندك مشكلة إيش هساوي فيها؟ يراد حل المشكلة المشكلة
+
+1075
+01:30:07,930 --> 01:30:14,240
+بدها حل الفوصة إيش بدها؟اقتناص، مش العكس، واضح؟
+
+1076
+01:30:14,240 --> 01:30:18,800
+اتفضلي أحد أسباب فشل القرارات المنظمة ومحاولة
+
+1077
+01:30:18,800 --> 01:30:23,240
+الإدارة البحث عن خمور محدودة جدا وفي إطار علاقة
+
+1078
+01:30:23,240 --> 01:30:26,980
+ضيقة بالأسباب زي ما تبقى حكينا، بنعمل عصق دهني،
+
+1079
+01:30:26,980 --> 01:30:32,710
+بنكتب عشرين، تلاتين فكرة، بعدين بننطل واحدةما بديش
+
+1080
+01:30:32,710 --> 01:30:36,430
+اقولك اعطاني فكرة واحدة بسيك انا احصرك او احاصرك
+
+1081
+01:30:36,430 --> 01:30:42,030
+ان احد اسباب الفشل انه احنا بس بنمسك حل واحد او
+
+1082
+01:30:42,030 --> 01:30:46,690
+بنسأل شخص واحد لأ كذا حالة متى الواحد راح يعمل فحص
+
+1083
+01:30:46,690 --> 01:30:50,210
+من جرس شرح حقوله معاك لمرض الخطير طب راح يعمل
+
+1084
+01:30:50,210 --> 01:30:54,050
+مختبر تاني اللي ماعندكاش حاجة طب راح يعمل مختبر
+
+1085
+01:30:54,050 --> 01:30:57,330
+تالت ماعندكاش حاجة فلس ماعندهوش حاجة طب هو لو ضال
+
+1086
+01:30:57,330 --> 01:31:02,200
+ماسك في الأول هيروح فيها يوليإذن ما أضيقش الحلول،
+
+1087
+01:31:02,200 --> 01:31:05,700
+كل مراجعة حل أكتب، كل مراجعة بالحل أسجله، و بعدين
+
+1088
+01:31:05,700 --> 01:31:11,400
+بروح للخطوة الرابعة، اللي هي إيش؟ تقييم البدائل،
+
+1089
+01:31:11,400 --> 01:31:15,080
+تقييم إيش؟ البدائل، الأمام .. الآن عندنا .. أمامنا
+
+1090
+01:31:15,080 --> 01:31:18,960
+على الطاولة عشر حلول، زي ما حكينا اتخاذ القرار،
+
+1091
+01:31:18,960 --> 01:31:24,860
+اختيار بديل واحد بس، من العشرة بدلا أخد أحسن واحد،
+
+1092
+01:31:24,860 --> 01:31:29,340
+فأنا مقصود بتقييم البدائل، تفضل يا Islamتقييم
+
+1093
+01:31:29,340 --> 01:31:32,560
+البدائل، معرفة أي البدائل أفضل لحل المشكلة أو
+
+1094
+01:31:32,560 --> 01:31:36,360
+لاستفادة من الفرصة أسلوب تحليل المستفيدين هذه
+
+1095
+01:31:36,360 --> 01:31:39,460
+أساليب تقييم البدائل، أساليب التقييم، يعني كيف أنا
+
+1096
+01:31:39,460 --> 01:31:44,720
+بقيم؟ عنا واحد؟ أسلوب تحليل المستفيدين، تحديد
+
+1097
+01:31:44,720 --> 01:31:47,920
+الفائدة التي يحصل عليها مختلف أصحاب المصالح أو
+
+1098
+01:31:47,920 --> 01:31:52,280
+المستفيدين، لابد من معرفة أصحاب المصالح الأساسيين
+
+1099
+01:31:52,280 --> 01:31:56,860
+الذين تعنيهم الحالة ومدى تأثير كل خيار عليهم شكرا
+
+1100
+01:31:56,860 --> 01:31:58,460
+يا عزيزي، مين يشرحها؟
+
+1101
+01:32:14,760 --> 01:32:20,940
+صعبة؟ مشروح مشروح مشروح مشروح مشروح مشروح مشروح
+
+1102
+01:32:20,940 --> 01:32:23,980
+مشروح مشروح مشروح مشروح مشروح مشروح مشروح مشروح
+
+1103
+01:32:23,980 --> 01:32:25,080
+مشروح مشروح مشروح مشروح مشروح مشروح مشروح مشروح
+
+1104
+01:32:25,080 --> 01:32:26,340
+مشروح مشروح مشروح مشروح مشروح مشروح مشروح مشروح
+
+1105
+01:32:26,340 --> 01:32:26,340
+مشروح مشروح مشروح مشروح مشروح مشروح مشروح مشروح
+
+1106
+01:32:26,340 --> 01:32:26,500
+مشروح مشروح مشروح مشروح مشروح مشروح مشروح مشروح
+
+1107
+01:32:26,500 --> 01:32:26,660
+مشروح مشروح مشروح مشروح مشروح مشروح مشروح مشروح
+
+1108
+01:32:26,660 --> 01:32:26,700
+مشروح مشروح مشروح مشروح مشروح مشروح مشروح مشروح
+
+1109
+01:32:26,700 --> 01:32:30,200
+مشروح مشروح مشروح مشروح مشروح مشروح مشروح مشروح
+
+1110
+01:32:30,200 --> 01:32:42,040
+مشروح مشروح
+
+1111
+01:32:42,040 --> 01:32:46,760
+مشأيش الفائد اللي هتعمل من الناس اللي هتتأثر
+
+1112
+01:32:46,760 --> 01:32:52,320
+بالقرار؟ بفكر في مخ يعني كإني بعمل إيش، بتخيل يعني
+
+1113
+01:32:52,320 --> 01:32:54,920
+لو حاطينا في الجوال أربع كاميرات، إيش الناس
+
+1114
+01:32:54,920 --> 01:32:59,800
+هستفيد؟ إيش هيحكوا؟ هذا السلوب، السلوب التاني، إذا
+
+1115
+01:32:59,800 --> 01:33:02,160
+هنا أنا ربط .. السلوب اللي أفضل عفوًا مرتبط
+
+1116
+01:33:02,160 --> 01:33:06,700
+بالإنسان، إيش الإنسان هيستفيد؟ السلوب التاني لأ
+
+1117
+01:33:06,700 --> 01:33:09,740
+إشي تاني، اللي هو cost أو تحيي المنفعة أو الكلفة،
+
+1118
+01:33:09,740 --> 01:33:15,570
+تفضلي يا سميرةتحليل المنفعة أو الكلفة ليه التكليف
+
+1119
+01:33:15,570 --> 01:33:20,070
+يعني؟ مقررات ما يكلفه الخيار المنافع المتوقعة عنه
+
+1120
+01:33:20,070 --> 01:33:23,790
+المنفعة ليه العالية؟ لازم تكون أعلى من إيش؟ من
+
+1121
+01:33:23,790 --> 01:33:29,110
+التكنولوجيا المنفعة عاجبها التكنولوجيا العالية؟ أه
+
+1122
+01:33:29,110 --> 01:33:35,910
+اللي هو العالي هنا التكنولوجيا العالية ماشي هذه
+
+1123
+01:33:35,910 --> 01:33:43,240
+بالعربي لجهاز جديد أو آلةهي آلة أدقق ع فكرة، لو
+
+1124
+01:33:43,240 --> 01:33:46,740
+نشتري آلة جديدة زي ما توحى كدا، في متالي اتخاذ
+
+1125
+01:33:46,740 --> 01:33:53,820
+أنواع القرارات، أفصلها دي عنها دي ع فكرة،
+
+1126
+01:33:53,820 --> 01:34:00,060
+آلة جديدة، إيش الأواقع اللي ممكن أحصل عليها كمؤسسة
+
+1127
+01:34:00,060 --> 01:34:06,600
+لو جبت آلة؟ هنا زيادة الدخل، هنا قناص الفرصة، هنا
+
+1128
+01:34:06,600 --> 01:34:11,230
+تقليل المنتجات السيئة،طبعا مدى كل الوقت نعبر عنه
+
+1129
+01:34:11,230 --> 01:34:19,270
+بالأرقام إذا هذه أعلى من هذه خلاص وقري عرضنا إذا
+
+1130
+01:34:19,270 --> 01:34:23,850
+الأوائد أعلى من التكاليف ومسافة يعني بعيدة عن بعض
+
+1131
+01:34:23,850 --> 01:34:29,950
+الرقم يعني هذا مت 150 هذا 90 كويس يلا طب لو بدنا
+
+1132
+01:34:29,950 --> 01:34:34,430
+نعمل تدريب الأوائد الجديدة بدأ الموظفين يتدربوا
+
+1133
+01:34:34,430 --> 01:34:37,590
+واضح بعمل نفس القصةهل تجريب الموظفين حين جمع
+
+1134
+01:34:37,590 --> 01:34:43,170
+النوز؟ هل تدخل استغلال الفرص وتقليل السلبيات أو
+
+1135
+01:34:43,170 --> 01:34:49,210
+تقليل المخالفات أو تقليل التالف؟ إذا كان العائد من
+
+1136
+01:34:49,210 --> 01:34:55,210
+هذا القرار أعلى من التكلفة، خلاص إذا أقل، لأ، بلاش
+
+1137
+01:34:55,210 --> 01:34:59,790
+يعني في مثل عندنا شعبيش بتقول واحد لجأ نص شكل،
+
+1138
+01:34:59,790 --> 01:35:06,990
+أخدوه مخروم، أخدوا لحمه بشكل، من فيه من المثل؟لأ
+
+1139
+01:35:06,990 --> 01:35:11,230
+ده نفس الشكل مخروم أخد وراها مبتشكل، إيش معناها؟
+
+1140
+01:35:11,230 --> 01:35:15,150
+معناها نفس الشغل إذا كانت العوائد أعلى من التكاليف
+
+1141
+01:35:15,150 --> 01:35:20,770
+تكلع الله بس بمسافة تكون، بمبلغ كبير، بس إذا كانت
+
+1142
+01:35:20,770 --> 01:35:28,390
+أقل، بلاش، إذا كانت إيش أقل، بلاش، واضح الموضوع؟
+
+1143
+01:35:28,390 --> 01:35:29,470
+قيمنا البدائي الآن
+
+1144
+01:35:34,240 --> 01:35:36,580
+في شغلة بس مش موجودة في الشعوب العربية على فكرة
+
+1145
+01:35:36,580 --> 01:35:42,800
+اللي هي ال risk أو اللي هي الميلا المخاطرة بعض
+
+1146
+01:35:42,800 --> 01:35:45,440
+الناس عندهم حب التجارب فممكن ينتخب القرار، يا بس
+
+1147
+01:35:45,440 --> 01:35:51,140
+هي رخيب، هذه المشكلة هل المدير عنده استعداد لقبول
+
+1148
+01:35:51,140 --> 01:35:55,100
+الخطر ولا لا؟ هذه .. هذه لها علاقة بتقافة المجتمع،
+
+1149
+01:35:55,100 --> 01:35:59,120
+في مجتمعات بتلاقيه قاعد بالصلاق قمة هرم أو قمة جبل
+
+1150
+01:35:59,120 --> 01:36:03,080
+إفرست، إيش بتساوي فوق؟ قبل أن تصير واجع؟ إفض وجعت؟
+
+1151
+01:36:03,080 --> 01:36:08,710
+يمكن تموت؟لأ، في مجتمعات تقافتها هيك، زي مثل واحد
+
+1152
+01:36:08,710 --> 01:36:11,490
+يروح يسلم نفسه للطباء، يعملوا عليه تجارب، ليش هو
+
+1153
+01:36:11,490 --> 01:36:14,950
+انت أرناب ولافار؟ طب ممكن تموت والله بس أقولك
+
+1154
+01:36:14,950 --> 01:36:19,910
+حاجة، هذه تقافتهم، تقافة، سواء بتقنعينه هيك غلط أو
+
+1155
+01:36:19,910 --> 01:36:24,350
+أنت هيك بتجازف، هذا المقصود بتحليل أو الميل اللي
+
+1156
+01:36:24,350 --> 01:36:30,190
+مخاطر، احنا ماعناش الحمد لله رقوب الخطر، أصلا احنا
+
+1157
+01:36:30,190 --> 01:36:35,670
+الخطر ركبناعشان كل حياتنا خاطر الله بعين نرجع مرة
+
+1158
+01:36:35,670 --> 01:36:42,950
+تانية عشان نربطكوا بالشرح وانا وصلنا في هدول انتوا
+
+1159
+01:36:42,950 --> 01:36:49,590
+قاعدين بتحزروا؟ احنا شرحنا دوان وقفنا هنا وقفين
+
+1160
+01:36:49,590 --> 01:36:53,870
+عند الباب okay إذا أنا خطوة رقم 5 بعد ما قيمت
+
+1161
+01:36:53,870 --> 01:36:59,150
+البدائل، بتختار بديل واحدجبل ما تختاري ما هي
+
+1162
+01:36:59,150 --> 01:37:02,490
+اعتبارات تقييم البدائل يعني؟ إيش الشغالات بتفيدني
+
+1163
+01:37:02,490 --> 01:37:07,510
+في تقييم البدائل؟ شرحناها تو .. المنفع .. المنفع
+
+1164
+01:37:07,510 --> 01:37:13,490
+.. و الفرق إيش هستفيد؟ التكليف طبعا هاد و هاد مع
+
+1165
+01:37:13,490 --> 01:37:16,490
+بعض .. اللي هي المنفع و التكليف مع بعض .. التوقيت
+
+1166
+01:37:16,490 --> 01:37:22,130
+.. هل الوقت مناسب ولا خلاص؟ أو ممكن نلاقي حل أسرع؟
+
+1167
+01:37:22,130 --> 01:37:24,890
+طب أشركوا في الحل .. يمكن .. اللي لاجي حل مالديه
+
+1168
+01:37:24,890 --> 01:37:27,410
+السيدة رايه رفضه يقول لأ ده مش حل .. بالناشية
+
+1169
+01:37:28,900 --> 01:37:31,520
+المسئولية الإخلاقية ولا الشمعية، بعض الحيوانات
+
+1170
+01:37:31,520 --> 01:37:34,700
+ممكن يكون فيها مخالفات قانونية، إحنااش أخبارنا، أو
+
+1171
+01:37:34,700 --> 01:37:39,900
+فيها تلوت أو حاجة، الإبداع في تقييم علاج المشكلة،
+
+1172
+01:37:39,900 --> 01:37:44,100
+ماشي، الآن Nokia لما بدت زمان، كان في مشكلة في
+
+1173
+01:37:44,100 --> 01:37:49,980
+جوالاتها، إجت Samsung وApple اقتنصوا المشكلة
+
+1174
+01:37:49,980 --> 01:37:52,680
+تبعتهم وحلوها وقدموا هم منتجاتهم الجديدة في
+
+1175
+01:37:52,680 --> 01:37:57,410
+الجوالاتهذا اسمه إيش؟ اسمه إبداء هذه اعتبارات يعني
+
+1176
+01:37:57,410 --> 01:38:01,990
+كأنها الخبرة تبعاتي في الشغل و الحياة بيساعدني في
+
+1177
+01:38:01,990 --> 01:38:07,630
+تقييم البدأ واضح؟
+
+1178
+01:38:07,630 --> 01:38:14,750
+إذن هذه كلها لغاية اللي هنصنع القرار أفضل
+
+1179
+01:38:14,750 --> 01:38:20,150
+بديل هو اللي هنختاره شو يعني أفضل بديل؟ البديل
+
+1180
+01:38:20,150 --> 01:38:23,840
+اللي أعلى ربح و أقل تكلفةهذا أفضل بديل بالنسبة
+
+1181
+01:38:23,840 --> 01:38:32,960
+لعالم مش ال business لو أنا .. لحظة .. نختصر
+
+1182
+01:38:32,960 --> 01:38:37,260
+الخطوات كلها في نفس الشيء، قيّرنا البديل، إخترناه،
+
+1183
+01:38:37,260 --> 01:38:41,620
+لغاية هيك ما حصلش شيء، لغاية هيك مجرد الدراسة،
+
+1184
+01:38:41,620 --> 01:38:46,620
+الحب العوضي، لازم ننفذ، ننقل الكلام هذا على أرض
+
+1185
+01:38:46,620 --> 01:38:51,370
+الواقماشي و بعد كده نقيم هل احنا كان قرارنا سليم
+
+1186
+01:38:51,370 --> 01:38:56,950
+ولا .. لأ سيء هل لو جبالتنا في المستقبل مشكلة
+
+1187
+01:38:56,950 --> 01:39:00,050
+نحلها بنفس الطريقة ولا حال تاني اللي هو إيش
+
+1188
+01:39:00,050 --> 01:39:05,750
+التقييم اللي هو التقييم واضحة
+
+1189
+01:39:05,750 --> 01:39:11,510
+عيدها تاني زيّنها بعض
+
+1190
+01:39:17,600 --> 01:39:20,880
+شوفنا المتطلبات، قولنا إما مشكلة أو فرصة، بعدين
+
+1191
+01:39:20,880 --> 01:39:24,120
+شخصنا المشكلة و شوفنا عنها استربيت، بعدين روحنا
+
+1192
+01:39:24,120 --> 01:39:28,260
+لعملية البدائل، للحلول، بإيه قيمناها، بعد كده
+
+1193
+01:39:28,260 --> 01:39:32,020
+الاختيار، التنفيذ، التقييم، و هل هذا مجصود في
+
+1194
+01:39:32,020 --> 01:39:34,780
+الاعتماد يعني، هل هذه المشكلة بس صادفني بعدين على
+
+1195
+01:39:34,780 --> 01:39:38,960
+طول أي حل ولا بعيد من أول، طبعا هذا حسب إيش، حسب
+
+1196
+01:39:38,960 --> 01:39:43,360
+التقييم، مهما نجحنا في تنفيذ الحل أو القرار و مدى
+
+1197
+01:39:43,360 --> 01:39:44,240
+فشلنا
+
+1198
+01:39:47,990 --> 01:39:52,150
+أحنا طبعا شرحنا نوع القرارات، ماشي؟ بتتذكروا؟
+
+1199
+01:39:52,150 --> 01:39:57,590
+شرحنا نوع القرارات، لكن فينا حسب المعيار الخامسة
+
+1200
+01:39:57,590 --> 01:40:05,350
+الستة، ماتزعلش، شكرا على التركيز فينا
+
+1201
+01:40:05,350 --> 01:40:11,370
+قرار جوهرية،
+
+1202
+01:40:11,370 --> 01:40:12,910
+إما قرار مبرمج
+
+1203
+01:40:15,560 --> 01:40:17,940
+دايما يا أخوات كلمة برمجة في علم الإدارة معناها
+
+1204
+01:40:17,940 --> 01:40:26,400
+routine زي ما توا حكينا أزمة المرور أزمة الكهربا،
+
+1205
+01:40:26,400 --> 01:40:28,980
+متعارفين عليها على فكرة جزء من حياتنا وفي عنا قرار
+
+1206
+01:40:28,980 --> 01:40:33,240
+تلقى جديد هذا، ماعرفهاش، إذا قرار مبرمج قرار
+
+1207
+01:40:33,240 --> 01:40:37,120
+روتيني إيش معناه قرار روتيني؟ معناه المشكلة اللي
+
+1208
+01:40:37,120 --> 01:40:40,580
+هيحصلها روتينية، متعارفين عليها خلاص يعني أنت حافظ
+
+1209
+01:40:40,580 --> 01:40:43,200
+الدراسة، بتتأخر من الخصمة عليك، ليش نقعد نعمل
+
+1210
+01:40:43,200 --> 01:40:48,570
+جلسة؟أو قرارات غير مبرمجة اللي هي القارة الجديدة
+
+1211
+01:40:48,570 --> 01:40:52,290
+هذه أول مرة تواجهني لأ دي بدها قاعدة أو بدها دراسة
+
+1212
+01:40:52,290 --> 01:40:57,530
+نفتح فرع انعين موظفين بده أشوفه لأن النوع القرارات
+
+1213
+01:40:57,530 --> 01:41:02,210
+حسب برمجتها بمعنى ممكن نقول البرمجة هنا اللي هي
+
+1214
+01:41:02,210 --> 01:41:08,510
+التعود هل هذا القارة انت متعود عليه حافظها؟ ولا لأ
+
+1215
+01:41:08,510 --> 01:41:13,250
+جديدة أول مرة في حياتك؟ القارات المبرمجة هي
+
+1216
+01:41:13,250 --> 01:41:14,910
+القارات اللي احنا متعودين عليها حافظينها زي ما
+
+1217
+01:41:14,910 --> 01:41:20,390
+هكذا اليومبتفطري فرافل ولا جبنة؟ مش هتاكل الحاجة
+
+1218
+01:41:20,390 --> 01:41:24,330
+الخطيرة كل يوم أنت بتفطري، مش هتفرج يعني، ماشي،
+
+1219
+01:41:24,330 --> 01:41:31,650
+بتشرب شاي ولا نسكفان؟ إشي روتيني متعودين عليه الحل
+
+1220
+01:41:31,650 --> 01:41:35,450
+جاهز، ليش؟ لأن المشكلة إحنا متعودين عليها، فبنعرف
+
+1221
+01:41:35,450 --> 01:41:40,950
+كيف نحلها الكهربا تتعب، بتروحي بتشغل UPS، بتشغل
+
+1222
+01:41:40,950 --> 01:41:44,480
+الطاقة الشمسية، خلصنا يعنيمش هتقعدش تعمل اجتماع و
+
+1223
+01:41:44,480 --> 01:41:46,940
+تعمل اتصالات على صاحباتك و أهلك تسأليهم لأ مش
+
+1224
+01:41:46,940 --> 01:41:51,020
+هتعمل هيك و تستخيري لأ مش محتاجة على فكرة خلاص ده
+
+1225
+01:41:51,020 --> 01:41:55,180
+تعالي نشغل ال led او الشامعة او ال UPS اللي عندك و
+
+1226
+01:41:55,180 --> 01:42:02,380
+خلاصنا مشاكل نمطية حافظين
+
+1227
+01:42:02,380 --> 01:42:06,920
+اه ماشي لو سافرت على المعبر و طلعت بسلاسة انت بتشك
+
+1228
+01:42:06,920 --> 01:42:14,580
+في نفسك لازم تتغلبي خلاص هي هيكمشاكل قوتينية
+
+1229
+01:42:14,580 --> 01:42:19,400
+متكررة خلاص هي جزء من حياتنا بتوقع أنا بتوقع أنا و
+
+1230
+01:42:19,400 --> 01:42:22,920
+أنا رايحة عارفة إيش بده يصير مثلا الطبيب شاطر و
+
+1231
+01:42:22,920 --> 01:42:26,680
+أنا رايحة عليه عارفة أنه هيكون فيه زحمة خلاص ممكن
+
+1232
+01:42:26,680 --> 01:42:32,520
+الصيغة إحنا متعودين عليها تنفذ عند الحاجة المشكلة
+
+1233
+01:42:32,520 --> 01:42:35,200
+هي دي اللي أنا حافظاها صارت بحلها زي ما كنت قدرت
+
+1234
+01:42:35,200 --> 01:42:38,480
+على الكهرة بقول بتحلي مرتبطة بشغلنا كل يوم لو
+
+1235
+01:42:38,480 --> 01:42:43,330
+ماصارتش عندنا كل يوم هدي احنا بال shock يعنيقرارات
+
+1236
+01:42:43,330 --> 01:42:52,590
+تكتيكية و تشغيل .. مش محتاجة الإدارة العليا ليش
+
+1237
+01:42:52,590 --> 01:42:55,870
+مش محتاجة الإدارة؟ لأنها قرارات تقليدية أو مشاكل
+
+1238
+01:42:55,870 --> 01:42:59,290
+معروفة يعني الآن انت خلصت الحبر من الطابعة في
+
+1239
+01:42:59,290 --> 01:43:03,190
+شغلك، مابتروحيش تقول المدير فيديه قسم المشتريات
+
+1240
+01:43:03,190 --> 01:43:07,190
+بعتولنا محبرها خلاص هذا المقصود فيها، متعودة يعني،
+
+1241
+01:43:07,190 --> 01:43:11,770
+واضح؟أو جهاز اتعطل في الشغل، تبقى تصيانها، تقول
+
+1242
+01:43:11,770 --> 01:43:16,810
+للمدير، جهاز اتعطل، هو اشدخله زي
+
+1243
+01:43:16,810 --> 01:43:18,570
+احنا في الجامعة، لو يجينا على الجامعة و مالاجيناش
+
+1244
+01:43:18,570 --> 01:43:21,650
+البلد عاملة زحمة عند المصعد، بن shock خلاص، هذه
+
+1245
+01:43:21,650 --> 01:43:24,010
+الزحمة احنا اتعودنا عليها، بنعرف كيف نحلها و من
+
+1246
+01:43:24,010 --> 01:43:27,750
+دلنا ماشيين هذه بيسميها قارات مبرمجة، يعني قارات
+
+1247
+01:43:27,750 --> 01:43:31,610
+روتينية متكررة، بسيطة، ممكن نحلها زي أزمة المضرر
+
+1248
+01:43:31,610 --> 01:43:35,730
+يعني النوع التاني الخطير من القارة هي القارة
+
+1249
+01:43:35,730 --> 01:43:40,510
+الشديدةأول مرة تمر عليها أو المشكلة أول مرة
+
+1250
+01:43:40,510 --> 01:43:45,690
+هنشوفها في حياتنا هذه بدها جاعة، بدها استشارات،
+
+1251
+01:43:45,690 --> 01:43:50,190
+بدها دراسة، زي مثلا نفتح فرع في بلد آخر، لأ مش
+
+1252
+01:43:50,190 --> 01:43:53,650
+ببساطة، مانحط فرص كتير أو كذا و كذا، لأ بدنا نقعد،
+
+1253
+01:43:53,650 --> 01:43:58,490
+إذا حاجة جديدة لموقف جديد أصلا، أول مرة تنحط فيه و
+
+1254
+01:43:58,490 --> 01:44:01,730
+منتخذها لأول مرة، ممكن كل المرة الأخيرة كمان، one
+
+1255
+01:44:01,730 --> 01:44:06,050
+day مش كل يوم هنفتح فرع، إحنا في مكانغير مهيئة لأ،
+
+1256
+01:44:06,050 --> 01:44:09,770
+مهيئة لعرف أن أنا ماعنديش خبرة فيها، أنا معلوماتي
+
+1257
+01:44:09,770 --> 01:44:14,770
+مش كتير عنها، غير مألوفة زي واحد اللي أسمح الله
+
+1258
+01:44:14,770 --> 01:44:19,250
+يطلع في جسمه حاجة، شكلها غريب، بتلاقيه يفكر، هذا
+
+1259
+01:44:19,250 --> 01:44:24,230
+المقصود فيه، فيها غموض، قلنا هنا، اللي هي عدم
+
+1260
+01:44:24,230 --> 01:44:28,010
+التأكل و المخاطرة، يعني الطريق أمامه غامض، زي ما
+
+1261
+01:44:28,010 --> 01:44:32,390
+أنت تكون السجن سيارتك فيه الضباب، الله يعني مش
+
+1262
+01:44:32,390 --> 01:44:36,530
+هسير معاكالمخاطر العالى، عدم تأكد، هذه مضطرة
+
+1263
+01:44:36,530 --> 01:44:39,410
+باليدارة العليا، احنا عشان نفتح فرع مثلا للجامعة
+
+1264
+01:44:39,410 --> 01:44:42,610
+في دولة تانية، بنروحش لليدارة الوسط، لا طبعا، هذا
+
+1265
+01:44:42,610 --> 01:44:47,050
+قرارة خطيرة، إذا لما تكون قرارة خطيرة، ممكن كل مرة
+
+1266
+01:44:47,050 --> 01:44:50,710
+.. يعني مرة واحدة بس في العمر، هذه غير مبرمجة، هذه
+
+1267
+01:44:50,710 --> 01:44:53,390
+مسئولية ليدارة العليا على طول، مابجيب موظف صغير
+
+1268
+01:44:53,390 --> 01:44:58,230
+يقولوا شايف نفتح فرعة ولا لأ، وهذه بيدها وجه طويل،
+
+1269
+01:44:58,230 --> 01:45:01,790
+بيدها دراسات مبعومقة، وده؟
+
+1270
+01:45:06,170 --> 01:45:09,930
+سؤالى هنا هل هناك فرق بين قرار مبرمج وغير مبرمج؟
+
+1271
+01:45:09,930 --> 01:45:18,010
+تفضلى نعم فهناك فرق فيه مبرمجة اللى هى ردنية أما
+
+1272
+01:45:18,010 --> 01:45:24,710
+غير مبرمجة اللى هى ترمرنا وماعندك خبرة أو معرفة
+
+1273
+01:45:24,710 --> 01:45:30,030
+سابقة فيها المبرمجة اللى هى .. الآن مين أخطر في
+
+1274
+01:45:30,030 --> 01:45:35,270
+حياتك؟ واش قرار مبرمج وغير مبرمج؟ قرار مبرمج أخطر؟
+
+1275
+01:45:35,270 --> 01:45:40,640
+أخطرلغا المبرمج لأنه ماعنديش خبرة عامة أو أول مرة
+
+1276
+01:45:40,640 --> 01:45:45,600
+يتمون القرارات المبرمجة بتتخدها الإدارة المستقل
+
+1277
+01:45:45,600 --> 01:45:49,460
+أما القرارات اللي غير مبرمجة بتتخدها الإدارة
+
+1278
+01:45:49,460 --> 01:45:54,320
+العليا ممتاز قرارات
+
+1279
+01:45:54,320 --> 01:45:59,700
+المبرمجة هي فيه خبرة وماعرفها السابقة صحيح حفظاه
+
+1280
+01:45:59,700 --> 01:46:03,300
+صحيح لكن القرارات اللي غير مبرمجة ماعنديش خبرة
+
+1281
+01:46:03,300 --> 01:46:06,940
+فيها يعني أول مرة يحصل هذا الموضوع معاك ممتازشكرا
+
+1282
+01:46:06,940 --> 01:46:10,600
+جزيلا مين يطلع الصابورة يعمل جد و اللي بيكتبنا
+
+1283
+01:46:10,600 --> 01:46:16,720
+الفرق بين الإتنين؟ هو مش كل حاجة أنا أفكر يعني ولا
+
+1284
+01:46:16,720 --> 01:46:21,540
+نخطأ؟
+
+1285
+01:46:21,540 --> 01:46:25,300
+مش
+
+1286
+01:46:25,300 --> 01:46:30,100
+بحكيلكوا ال .. التعابض لمخاطر هذه طقافة المجتمعات
+
+1287
+01:46:30,100 --> 01:46:37,660
+لأن مافيش الموضوع خطر يعني يالا يا سهةهي إجت هيك
+
+1288
+01:46:37,660 --> 01:46:43,020
+بصراحة، نصيبك طب
+
+1289
+01:46:43,020 --> 01:46:46,720
+بصحى تكتب و نشوف يا إيش كتبت، أبدعتنا، هنسأل نور
+
+1290
+01:46:46,720 --> 01:46:53,320
+حسين سؤال، يالله يا نور مستعدة للاعتراف؟ نور هل
+
+1291
+01:46:53,320 --> 01:46:58,900
+قرار الزواج مبرمج ولا غير مبرمج؟ بالنسبالك أه، انت
+
+1292
+01:46:58,900 --> 01:47:05,460
+بالنسبة بشكل عام، لكل الناس، مش إلك لوحدكيعني حسب
+
+1293
+01:47:05,460 --> 01:47:09,040
+ممكن شخص يكون مثلا متزوج قبل هيك فهو يعني متزوج من
+
+1294
+01:47:09,040 --> 01:47:11,200
+مثلا مطلق أو متزوج من مطلق فبالتالي يمكن يكون
+
+1295
+01:47:11,200 --> 01:47:14,580
+بالنسبالي قرار مبرمج لأنه جرب قبل هيك عنده خبرة في
+
+1296
+01:47:14,580 --> 01:47:17,200
+الموضوع إذا كان عنده خبرة هيكونش .. مبرمج ..
+
+1297
+01:47:17,200 --> 01:47:20,240
+ماعندوش يا ويل؟ إذا ماعندوش مثلا شخص أعزابي هيكون
+
+1298
+01:47:20,240 --> 01:47:26,260
+غير مبرمج غير مبرمج شكرا يا عزيزي هنا قرار اختيار
+
+1299
+01:47:26,260 --> 01:47:29,140
+تخصص دراستك في الجامعة هو مبرمج ولا غير مبرمج؟
+
+1300
+01:47:33,200 --> 01:47:40,360
+لا هو مفضلش لأنه بناء على معدنى معدنى
+
+1301
+01:47:40,360 --> 01:47:43,640
+98 انه انا قراري ان اقول ان انا بدأ اطلع هذا الفصل
+
+1302
+01:47:43,640 --> 01:47:46,720
+يعني باني شغلة
+
+1303
+01:47:51,170 --> 01:47:55,730
+بناءً على المعدل وبناءً على .. قبل ما أدخل التخصص
+
+1304
+01:47:55,730 --> 01:48:00,390
+لأني أعرف أن الدافع مصطلح التخصص هدسة هزومي أنه
+
+1305
+01:48:00,390 --> 01:48:05,210
+فيها أندي دراسة فيها أندي مثلا .. ببناء على معدلي
+
+1306
+01:48:05,210 --> 01:48:08,630
+لأنا هدخل مثلا هدس هدخل هدس لكن إذا مادخلت ..
+
+1307
+01:48:08,630 --> 01:48:11,170
+مادخلتش هذا المعدد ده مايكون فيه بنيغة أكتر بس
+
+1308
+01:48:11,170 --> 01:48:17,310
+طبعا مش من ضمن ال .. القرار المبرمج شكرا يا هندي
+
+1309
+01:48:17,310 --> 01:48:19,430
+لإيجاباتك اللي بتدلوا أن أنا فوادي وانتوا فوادي
+
+1310
+01:48:21,450 --> 01:48:24,650
+الان يا أخوات القرار غير مبرمج بيكون قرار مصيري
+
+1311
+01:48:24,650 --> 01:48:28,630
+فلما نقول احنا أفضل قرار عنا مستوى الإنسان القرار
+
+1312
+01:48:28,630 --> 01:48:31,270
+المبرمج هو الزواج واختيار التخصص في الجامعة طبعا
+
+1313
+01:48:31,270 --> 01:48:35,110
+انا اختيرت التخصص أقل الخطورة من الزواج في ال ..
+
+1314
+01:48:35,110 --> 01:48:39,070
+في الأتار خلاص يعني أنا من فلاح تشهان باجي يعني
+
+1315
+01:48:39,070 --> 01:48:42,470
+لكن الزواج لأ القرارات المبرمج هي القرارات
+
+1316
+01:48:42,470 --> 01:48:45,110
+الروتينية متعودين عليها كل يوم بمارسها أكل أشرب
+
+1317
+01:48:45,110 --> 01:48:48,510
+شاي ولا أشرب نسكافيه طب شاي بسكر ولا من غير سكر؟
+
+1318
+01:48:48,990 --> 01:48:54,690
+هذا مبرمج لكن غير المبرمج هو المصيري سواء أول مرة
+
+1319
+01:48:54,690 --> 01:48:58,510
+أو مرة على الجاملة كأنها أخت من الزوجة وماكملت
+
+1320
+01:48:58,510 --> 01:49:01,650
+فتتزوجت يعني مش هتكون لمواخذة مستهترة يعني بتاخد
+
+1321
+01:49:01,650 --> 01:49:07,750
+القرار خاص لأ بدها تقعد و تفكر تعيد نفس القصة ماشي
+
+1322
+01:49:07,750 --> 01:49:12,270
+طبعا هو التبصير القرارات المبرمجة بتكون بتواجهنا
+
+1323
+01:49:12,270 --> 01:49:15,050
+لأول مرة لكن بتكون خطيرة لازم تخطط
+
+1324
+01:49:18,030 --> 01:49:23,050
+اللي القرار شوفي كيف القرار مبرمجة أول ما وجهها في
+
+1325
+01:49:23,050 --> 01:49:27,770
+حياتي أنا بخطط الآن صارت مثلة عادة عشان يكسب منها
+
+1326
+01:49:27,770 --> 01:49:31,230
+routine بتتخطط خلاص بتروحي .. بدك تروحي مطعم أنت
+
+1327
+01:49:31,230 --> 01:49:35,670
+بتحب المطعم هذا بتروحي عليه قرار مبرمج أول مرة
+
+1328
+01:49:35,670 --> 01:49:39,650
+بيكون قرار غير مبرمج أول مرة في حياتك ممكن تكون
+
+1329
+01:49:39,650 --> 01:49:43,490
+الصغيرة في السن بس اتعودتي عليها خلاص بصير من الحق
+
+1330
+01:49:43,490 --> 01:49:45,810
+يعني أنت عايزة تطلب سيارة من المكتب
+
+1331
+01:49:48,470 --> 01:49:51,110
+بتعملش غير معايا المكتب هذا، خلاص مابرمش، مخك
+
+1332
+01:49:51,110 --> 01:49:54,150
+لحاله بروح بتصل عليه، عشان هيك إحنا جايبينه مبرمجة
+
+1333
+01:49:54,150 --> 01:49:57,570
+للمخ العقل، لكن الزواج، ما هو مش كل يوم الناس
+
+1334
+01:49:57,570 --> 01:50:02,770
+هتتزوج يعني، مش كل يوم، حتى لو مازوجش أول مرة وما
+
+1335
+01:50:02,770 --> 01:50:06,330
+زبطش أو حصل موقف و بتتزوج التاني، إحنا هنرجع لنفس
+
+1336
+01:50:06,330 --> 01:50:10,540
+نقطة الصفر تانيهنقعد نفكر .. حتى لو عنك تجرأ هنقعد
+
+1337
+01:50:10,540 --> 01:50:14,660
+نفكر معاكي و نبتخد القرارة القرارات المبرمجة لا
+
+1338
+01:50:14,660 --> 01:50:17,060
+يترتب عليها خطورة، يعني اشتريت شيء و لا نستخدمه مش
+
+1339
+01:50:17,060 --> 01:50:20,760
+هيحصلك حاجة لكن القرارات غير مبرمجة بترتب عليها
+
+1340
+01:50:20,760 --> 01:50:24,700
+خطورة، انت خد .. ارتحي يا ساحر شكرا هضلك وقفة؟
+
+1341
+01:50:24,700 --> 01:50:28,200
+خلاص خليك وقف يعني، إذا جاي يوم عرفه مانيش دعوة
+
+1342
+01:50:28,200 --> 01:50:32,900
+القرار غير مبرمج قرار استراتيجي، شو معنى
+
+1343
+01:50:32,900 --> 01:50:37,440
+استراتيجي؟ معناه مصيري واضح؟
+
+1344
+01:50:38,170 --> 01:50:43,270
+ممكن نضيع الشركة من ورا احنا، ليش رفلاسة؟ قام برمج
+
+1345
+01:50:43,270 --> 01:50:50,230
+لأ نمطي روتيني، بسيط، متطبط بيومياتنا زي ما حددت
+
+1346
+01:50:50,230 --> 01:50:53,410
+أنت عايزة مثلا تيجي بالسيارة طلب على الجامعة، مش
+
+1347
+01:50:53,410 --> 01:50:57,110
+كل يوم عن المكتب، الأول مكتب اللي كويس وخلاص أو
+
+1348
+01:50:57,110 --> 01:51:00,230
+بدك تشتريلك حاجة في محل انت سبونة، بتروحي عليه
+
+1349
+01:51:00,230 --> 01:51:04,870
+مباشرةالغير مبرمج لأ، بنا جاعدة، نتشاور، زي ما
+
+1350
+01:51:04,870 --> 01:51:07,870
+تنقرر الزواج، بتلاقي الأب مشارك و الأخ و العم و
+
+1351
+01:51:07,870 --> 01:51:13,910
+الخال و الجيران، ماشي؟ لأنه القرار مصيري و مش كل
+
+1352
+01:51:13,910 --> 01:51:18,090
+يوم أنا هتعرضله، ماشي؟ واضح إيش الفرق الجوار بينهم
+
+1353
+01:51:18,090 --> 01:51:21,670
+ولا أصلا؟ أنت لما جواقته حاسيت أنه أنا أخواني و
+
+1354
+01:51:21,670 --> 01:51:23,970
+أنت أخواني، أنا البيضة السابعة و أنتوا في النقر
+
+1355
+01:51:23,970 --> 01:51:27,710
+مرة تانية، نشوف مع بعض السهر إيش أبدعت على
+
+1356
+01:51:27,710 --> 01:51:34,670
+الصابورة، يا ربي يكون الخط واضحإيش رأيك يا هالة؟
+
+1357
+01:51:34,670 --> 01:51:36,690
+في حد اسمها هالة؟ تفضل يا هالة إيش رأيك في
+
+1358
+01:51:36,690 --> 01:51:40,390
+الإجابة؟ ما شاء الله يتكلم ع السجن في ليش؟ فوق؟
+
+1359
+01:51:40,390 --> 01:51:47,750
+ماشي تفضل يعني نصلح مع بعض لله يا هالة قرارك إيه؟
+
+1360
+01:51:47,750 --> 01:51:55,350
+قرارك
+
+1361
+01:51:55,350 --> 01:51:55,530
+إيه؟
+
+1362
+01:52:03,560 --> 01:52:07,340
+بناء على التجربة السابقة، كتب اتخاذ اساس ما
+
+1363
+01:52:07,340 --> 01:52:14,120
+بتعاوزل عليها سنة قرار
+
+1364
+01:52:14,120 --> 01:52:19,720
+يحتاج لرأس التحليل مشاكل نماطية؟ لأن النماطية هي
+
+1365
+01:52:19,720 --> 01:52:24,940
+روتينية يعني بتطلع أداج ولا أسانسياري هلأ؟ هذا
+
+1366
+01:52:24,940 --> 01:52:28,260
+قرار أصلا، بتطلع أداج ولا أسانسياري؟ ولا عندك
+
+1367
+01:52:28,260 --> 01:52:32,020
+هوبيا من الأسانسيارات؟ بتطلع من طيارة ولا إيه؟
+
+1368
+01:52:33,750 --> 01:52:38,850
+مشكلة غامضة يعني بتحتاج دراسة تحفيزة مش شرط يكون
+
+1369
+01:52:38,850 --> 01:52:47,190
+مشكلة أفكار مش شرط يمكن قدر المستوى حيارة لأول
+
+1370
+01:52:47,190 --> 01:52:54,630
+ماشي يمكن هو يجب و الدنيا ده مشاكل عادية ده هم
+
+1371
+01:52:54,630 --> 01:52:56,950
+بتكون معاهم مشاكل مثلا في معاية مدمنة سكولوجية
+
+1372
+01:52:56,950 --> 01:52:59,310
+متأخرة و إجت بدلة يقولهم بيحطوا ديوم على جلبهم ليش
+
+1373
+01:52:59,310 --> 01:53:05,430
+جاي بدلة اليوم هذا اسمه routine تفضلالإدارة اللي
+
+1374
+01:53:05,430 --> 01:53:08,510
+قلتلي أنها ممكن تكون مشاكل كبيرة، قرارات التكتيكية
+
+1375
+01:53:08,510 --> 01:53:14,410
+التكتيكية هي التنفيذية، هنا؟ السلاتيجية تعرف
+
+1376
+01:53:14,410 --> 01:53:19,270
+الإدارة، شكرا، نهار، هلأ، بدل محطر، مخاطر، و تاني،
+
+1377
+01:53:19,270 --> 01:53:22,990
+مش هالطبيعي، بدل و إش مقهر، ممكن نقول مصيري، محطر،
+
+1378
+01:53:22,990 --> 01:53:26,530
+مخاطر، مخاطر، مخاطر، مخاطر، مخاطر، مخاطر، مخاطر،
+
+1379
+01:53:26,530 --> 01:53:30,090
+مخاطر، مخاطر، مخاطر، مخاطر، مخاطر، مخاطر،
+
+1380
+01:53:30,090 --> 01:53:31,830
+مخاطر، مخاطر، مخاطر، مخاطر، مخاطر، مخاطر، مخاطر،
+
+1381
+01:53:31,830 --> 01:53:36,740
+مخاطكمسة ولا اربعة و نص؟ اربعة و نص و لا تلاتة؟
+
+1382
+01:53:36,740 --> 01:53:39,180
+اربعة و نص هي أستراليو يمكن الحلها بسهولة لإن كلهم
+
+1383
+01:53:39,180 --> 01:53:42,440
+موجود و جاهزين زيها ماشي فبتاعي خمسة احنا في
+
+1384
+01:53:42,440 --> 01:53:48,820
+school back ستة؟ ممتازة إيها ساحة إحنا درناكي
+
+1385
+01:53:48,820 --> 01:53:52,380
+لحالك إنتي و الصابورة و نقاش نهاجة تانية هي هادى
+
+1386
+01:53:52,380 --> 01:53:58,700
+بس يعني دي بلعب سيارة محتاجة لخبرة سامية
+
+1387
+01:53:58,700 --> 01:54:07,720
+بتقولي لها تحتاج لدراسة تخليكخلص ماشي يا أخوات، كل
+
+1388
+01:54:07,720 --> 01:54:11,920
+ما كترت الكلام كل ما قعدت في الخطأ، ماشي؟ فحاول
+
+1389
+01:54:11,920 --> 01:54:17,000
+تكوني محددة، واضح؟ مش لازم أكون عندك خبرة أشرب
+
+1390
+01:54:17,000 --> 01:54:20,300
+شاوية ميز كافية على فكرة، أنا أفهم أن أنا لو اركبت
+
+1391
+01:54:20,300 --> 01:54:22,060
+في الأسلسل ولا طلعت ع الدوش، أنا حافظة اللي بدي
+
+1392
+01:54:22,060 --> 01:54:26,680
+أصير، واضح؟ فبلاحظة أن كنت كل ما كترت الكلام، بطلع
+
+1393
+01:54:26,680 --> 01:54:31,800
+أسئلة، هو حلو نيح، بس أحيانا بتدخل الحركة فاش،
+
+1394
+01:54:31,800 --> 01:54:37,800
+مخاطرةواضحش الفرق بين اتنين ولا نعيدها؟
+
+1395
+01:54:37,800 --> 01:54:42,280
+واضحة ولا .. واضحتها سحر ولا صعبة؟ واضحة عشان سحر
+
+1396
+01:54:42,280 --> 01:54:44,900
+ماكانش معانا و هي بتكتب ع الصبورة و مركزة و تتظبط
+
+1397
+01:54:44,900 --> 01:54:51,160
+في الخط الزواج قرار روتيني ولا قرار غير مبرمج؟
+
+1398
+01:54:51,160 --> 01:54:56,660
+تغشاش يا سمينة؟ قرار غير مبرمج لماذا؟ ان هو بيهدد
+
+1399
+01:54:56,660 --> 01:55:00,780
+مصير حياتي بعدين انا محتاجة أفكر كويس و ألبس كويس
+
+1400
+01:55:00,780 --> 01:55:03,580
+عن الموضوع و الوقت و الحوار ممكن تستشيرينا؟
+
+1401
+01:55:23,020 --> 01:55:29,680
+الزواج قرار مصيري، يعني واحد مزوجي الأولى، واحد
+
+1402
+01:55:29,680 --> 01:55:36,830
+زوج الثانية، ندم، ليه ندم؟الزواج سواء كان أول مرة
+
+1403
+01:55:36,830 --> 01:55:39,210
+أو تاني مرة أو تالت مرة أو لمّا أخذ عشر مرة هو
+
+1404
+01:55:39,210 --> 01:55:44,310
+مصير تأثيره مش عليك لوحدك، تأثيره على إيش؟ الزوج و
+
+1405
+01:55:44,310 --> 01:55:46,550
+المجتمع و الأطفال و الكلام و الأسرة و الكلام هذا
+
+1406
+01:55:46,550 --> 01:55:52,670
+الزواج عمّا ما بندرش قرار تينياتي يعني في واحد
+
+1407
+01:55:52,670 --> 01:55:58,370
+قررت قصته قبل حد طبعا مزوج اتنين و خمسين واحدة أه
+
+1408
+01:55:58,370 --> 01:56:02,190
+هو مش مسلم مزوج اتنين و خمسين سيدة
+
+1409
+01:56:04,650 --> 01:56:10,370
+وحافظ أسماءهم ومخلف 200 و إشي و عنده حفاد عام
+
+1410
+01:56:10,370 --> 01:56:14,210
+القبيلة بصراحة علقت أنا قلت الحمد لله الإسلام حدد
+
+1411
+01:56:14,210 --> 01:56:17,310
+يعني كان ماعرفناش نمشي في القرار الأرضي من كتر
+
+1412
+01:56:17,310 --> 01:56:24,610
+الناس ف 52 زواج يعني 52 قرار مصيري لإنه فيه من
+
+1413
+01:56:24,610 --> 01:56:28,090
+الزوجات و هدولة زوجات و تركوه و حابة تستقل بنفسها
+
+1414
+01:56:28,090 --> 01:56:31,890
+يعني ماشي فمهما كان سواء كان الزواج الأول أو
+
+1415
+01:56:31,890 --> 01:56:36,470
+التاني أو التالت أو الرابعجميع الأحوال بيكون مصيري
+
+1416
+01:56:36,470 --> 01:56:44,210
+واضح؟ اقتنعت ولا لا؟ طبعا و لا كيف؟ of course
+
+1417
+01:56:44,210 --> 01:56:51,010
+يعني؟ اقتنعت يا اسلام؟ انتي
+
+1418
+01:56:51,010 --> 01:57:00,110
+مقتنعة و جاهزة صح اقتنعت ولا لسه؟ ايه ثانية ده؟
+
+1419
+01:57:00,110 --> 01:57:04,920
+وصلت الفكرة انا حساها مش واصلة و انا سهلةما تفكريش
+
+1420
+01:57:04,920 --> 01:57:07,000
+يا عم ان الانسان يتزوج مرة و ماترين عنده خبرة انه
+
+1421
+01:57:07,000 --> 01:57:11,740
+خلاص يعني، لأ هذه اشي .. هذه شغلات هي هيك، ربنا
+
+1422
+01:57:11,740 --> 01:57:16,540
+خلقها هيك هي
+
+1423
+01:57:16,540 --> 01:57:24,720
+امتيلاك تقري ان الاسلام الحضور
+
+1424
+01:57:24,720 --> 01:57:27,740
+والغياب والرواتب والإجازات هذا كله احنا direct
+
+1425
+01:57:27,740 --> 01:57:28,700
+عارفينه سياسات
+
+1426
+01:57:31,490 --> 01:57:39,250
+الإنتاج والمخازن والصيانة، الصيانة، قرارات جديدة،
+
+1427
+01:57:39,250 --> 01:57:42,610
+قرارات غير مبرمجة مثل حدوث متغيرات في البيئة
+
+1428
+01:57:42,610 --> 01:57:47,270
+الخارجية، لا سمح الله صار زلزال في البلد، بعدنا
+
+1429
+01:57:47,270 --> 01:57:50,250
+نجوم من الزلزال، مانشوفاش خسائرنا، احنا مين؟ احنا
+
+1430
+01:57:50,250 --> 01:57:56,000
+وين؟ او اتغير النظام السياسي في البلدمش كلهم
+
+1431
+01:57:56,000 --> 01:57:59,360
+هيتغير و لا كلهم هيصير حاجة يعني تفضلي او أهليات
+
+1432
+01:57:59,360 --> 01:58:02,440
+المنافسة تا و حكينا عن المنافسين لما قولنا Nokia
+
+1433
+01:58:02,440 --> 01:58:05,980
+أو الشركات المنافسة ايه او الحاجة ان استثمارات و
+
+1434
+01:58:05,980 --> 01:58:10,300
+انخفاض عالية بدك تفتح الفرع بدك تحط رسمات زي مثلا
+
+1435
+01:58:10,300 --> 01:58:12,880
+انت عايزة تشتري سيارة خاصة بتدرسيها ألف مرة و
+
+1436
+01:58:12,880 --> 01:58:17,760
+بتشاوري و بعدين و الآن هذه قرارات او مبرمجة هذا
+
+1437
+01:58:17,760 --> 01:58:20,040
+تعريف هذا مش .. هذا مش mental يعني هذا تعريف
+
+1438
+01:58:20,040 --> 01:58:25,900
+crisis اللي هي الأزمة ايش معنى أزمة؟موقف حدث غير
+
+1439
+01:58:25,900 --> 01:58:30,640
+متوقع قد يؤدي إلى كارثة قولنا مشكلة احنا اتجهلناها
+
+1440
+01:58:30,640 --> 01:58:37,520
+الحمد لله صارت أزمة زي أزمة المواصلات هي أصلا
+
+1441
+01:58:37,520 --> 01:58:40,420
+المشكلة المفروض انت دايما حلت بس هي ليش أهملوها أو
+
+1442
+01:58:40,420 --> 01:58:44,740
+أزمة حوادث القطارات بدل الشغل بنجي معناها ضحايا
+
+1443
+01:58:44,740 --> 01:58:48,840
+بتكون أزمة وصلت
+
+1444
+01:58:48,840 --> 01:58:50,080
+الفكرة ولا لسه؟
+
+1445
+01:58:53,790 --> 01:58:58,050
+هتهو شرحناها بس في الحالات مش شرحنها عشان اتخاذ
+
+1446
+01:58:58,050 --> 01:59:00,870
+القرار قولنا بمواقع اللي هو تهو شرحنا أنواع القرار
+
+1447
+01:59:00,870 --> 01:59:05,510
+حسب اليقين ايوة ممتازة ما شاء الله يا أخو ممتازة
+
+1448
+01:59:05,510 --> 01:59:17,470
+مجزا معايا هم نايمين اترايح ولا نكمل اصبع
+
+1449
+01:59:17,470 --> 01:59:20,750
+ايوة اصبع طوام اللي هنا هذا
+
+1450
+01:59:22,610 --> 01:59:28,630
+الكفة من فوق، أيوة في هنا .. ايوة هاد اللي هنا،
+
+1451
+01:59:28,630 --> 01:59:34,890
+هاي تلاتة، ضال اتنين، عيونة، ممتاز العيونة، هنا
+
+1452
+01:59:34,890 --> 01:59:41,070
+خضرة و هنا أسود، ممتاز،
+
+1453
+01:59:41,070 --> 01:59:45,690
+ممتاز يا أسلام، عشان كده جبالها، ماشي
+
+1454
+01:59:49,780 --> 01:59:54,720
+عارفين فكرة المعادلات هذه؟ عود واحد بس، هيكيه
+
+1455
+01:59:54,720 --> 02:00:04,120
+بيصير العملية رياضية صحيحة ممكن
+
+1456
+02:00:04,120 --> 02:00:07,480
+في الأرقام و ممكن .. طب علي ساولة، ممكن هنا كمان،
+
+1457
+02:00:07,480 --> 02:00:12,280
+شكلي بغشش فيه وجهة،
+
+1458
+02:00:12,280 --> 02:00:15,820
+سهلة، زي ما أنتي عايزة
+
+1459
+02:00:21,900 --> 02:00:28,640
+أيش بصير؟ تسعة من الحاجات اللي .. فضل ع الصبورة لو
+
+1460
+02:00:28,640 --> 02:00:30,940
+سمحت عشان اللي هناك لإنه مش عارف هو ايه؟ فضل ع
+
+1461
+02:00:30,940 --> 02:00:37,320
+الصبورة، هاي جالب؟
+
+1462
+02:00:37,320 --> 02:00:45,160
+مين
+
+1463
+02:00:45,160 --> 02:00:46,680
+زي ات سبعة هي؟
+
+1464
+02:00:49,380 --> 02:01:00,500
+ماذا يحصل؟ 9 ماذا يحصل؟ 9 ماذا يحصل؟ 9 ماذا يحصل؟
+
+1465
+02:01:00,500 --> 02:01:05,000
+9 ماذا يحصل؟ 9 ماذا يحصل؟ 9 ماذا يحصل؟ 9 ماذا
+
+1466
+02:01:05,000 --> 02:01:06,160
+يحصل؟ 9 ماذا يحصل؟ 9 ماذا يحصل؟ 9 ماذا يحصل؟ 9
+
+1467
+02:01:06,160 --> 02:01:11,980
+ماذا يحصل؟ 9 ماذا يحصل؟ 9 ماذا يحصل؟ 9 ماذا يحصل؟
+
+1468
+02:01:11,980 --> 02:01:15,360
+9 ماذا يحصل؟
+
+1469
+02:01:28,130 --> 02:01:48,370
+معاكوا دقيقة تفكروا في الغسمة زي
+
+1470
+02:01:48,370 --> 02:01:52,110
+السمكة اللي ده، اتفضلوا يخرون، إيش هيعملوا غسمة؟
+
+1471
+02:01:54,910 --> 02:01:58,230
+إن لما تكون القرارات كاملة عن البيانات والمعلومات
+
+1472
+02:01:58,230 --> 02:02:02,110
+المتوفرة بتكون توافق 100% ممتاز نسبة .. توافق
+
+1473
+02:02:02,110 --> 02:02:05,410
+المعلومات بالنسبة 100% بتكون حلوة تاشي تقطعت
+
+1474
+02:02:05,410 --> 02:02:08,750
+التمام جدش نسبة النجاح بتكون أو .. ماشي النجاح هو
+
+1475
+02:02:08,750 --> 02:02:12,490
+الفشل فشل صفر الفشل صفر معناه احتمال النجاح جداش
+
+1476
+02:02:12,490 --> 02:02:17,450
+100% ممتاز شكراني عنتي سهل الحلقة التامة إذا كانت
+
+1477
+02:02:17,450 --> 02:02:21,860
+البيانات والمعلومات متوفرة غير مكتملةبتكون نسبة ..
+
+1478
+02:02:21,860 --> 02:02:28,500
+يعني احتمال الفشل يعني برضه بنسخة يعني مش كبيرة،
+
+1479
+02:02:28,500 --> 02:02:34,020
+مش كبيرة جدا تزيد بشكل بسيط، حسب كمية المعلومات،
+
+1480
+02:02:34,020 --> 02:02:37,020
+حسب الصراحة .. ممتاز، احنا طول ما شرحنا هنا، هنا
+
+1481
+02:02:37,020 --> 02:02:41,880
+فين احتمال هنا، احتمال وقوع الشغل شكرا يا عزيزي،
+
+1482
+02:02:41,880 --> 02:02:46,160
+بس لا، عدم التأكد، في حال نقص طبيعي في البيانات أو
+
+1483
+02:02:46,160 --> 02:02:49,670
+المعلومات، وفيش احتمالاتمافي احتمالات بيكون الفشل
+
+1484
+02:02:49,670 --> 02:02:52,150
+.. خد بالك من المسافة، المسافة ليها علاقة باش تشرح
+
+1485
+02:02:52,150 --> 02:02:54,750
+.. كبيرة .. كبيرة، شكرا يعني .. الفشل أكتر ..
+
+1486
+02:02:54,750 --> 02:02:59,550
+ممتازة، Note، الإبهام .. إبهام .. إبهام مش الإبهام
+
+1487
+02:02:59,550 --> 02:03:03,110
+هذا، المقصود هنا معلومات مبهمة .. غموض، في حالة ان
+
+1488
+02:03:03,110 --> 02:03:07,530
+المعلومات كتير بسيطة وفيها غموض مش واضحة، فإن انت
+
+1489
+02:03:07,530 --> 02:03:10,210
+الفشل بتزيد .. انت بتمشي في غرفة ضلمة مش عارفة
+
+1490
+02:03:10,210 --> 02:03:15,800
+فيها حاجة، فاحتمال ما تصليش هي الوقت دهماشي، إذا
+
+1491
+02:03:15,800 --> 02:03:20,220
+عندنا أربع حالات أخطر حالة اللي بها ما إيه اللي
+
+1492
+02:03:20,220 --> 02:03:25,520
+بتأدينا للفشل أني أفتح مصنع في مكان و أنا مش عاملة
+
+1493
+02:03:25,520 --> 02:03:28,400
+عنه دراسة أو أبيع منتج في مكان و أنا مش عاملة عنه
+
+1494
+02:03:28,400 --> 02:03:34,600
+دراسة أيوة التأكد التام شرحناها جن المخاطر تعتمد
+
+1495
+02:03:34,600 --> 02:03:40,400
+على احتمالات واضح عدم التأكد شرحناها نقص كبير في
+
+1496
+02:03:40,400 --> 02:03:41,540
+المعلومات
+
+1497
+02:03:43,510 --> 02:03:49,430
+الغمض هي اللي احنا ما شرحناش، أيه مكتوب؟ قائلة يا
+
+1498
+02:03:49,430 --> 02:03:54,850
+ساميرا؟ الإبحان، الغمض التاني، ال dignity، التفسام
+
+1499
+02:03:54,850 --> 02:03:58,370
+أحيانًا بحالة المزاعة أو ال conflict، حالة التفسيم
+
+1500
+02:03:58,370 --> 02:04:01,290
+بعدم .. هي conflict، ترجمتها الصحيحة، الصراع يعني،
+
+1501
+02:04:01,290 --> 02:04:05,190
+مش مزاعة، مش مشكلة، اتفضل حالة التفسيم بعدم
+
+1502
+02:04:05,190 --> 02:04:08,450
+المضوح، كما أن الأهداف غير واضحة والمعلومات غير
+
+1503
+02:04:08,450 --> 02:04:14,020
+توافقة ماشي، فغير فضلةالبدائل صارت التحديد العوائل
+
+1504
+02:04:14,020 --> 02:04:19,980
+الغير معروفة توصف المواقف التي تتصل بتلك الحالة
+
+1505
+02:04:19,980 --> 02:04:24,040
+بال .. توصف المواقف التي تتصل بتلك الحالة بالمواقف
+
+1506
+02:04:24,040 --> 02:04:26,840
+الشرية هو مجرد وصف يعني أن الواحد يكون مشغول
+
+1507
+02:04:26,840 --> 02:04:31,240
+بالخوف و الضعف يعني زي ماشي في دباب مثلا وهي مشاكل
+
+1508
+02:04:31,240 --> 02:04:34,740
+أو مواقف تتفسن بصراع بين الأهداف و البدائل بسرعة
+
+1509
+02:04:34,740 --> 02:04:39,870
+تغيير الظروف في هذا الرابط بين عناصر القرارأحنا
+
+1510
+02:04:39,870 --> 02:04:46,670
+الأنفاق اللي صار علينا موقف شرير يعني حين
+
+1511
+02:04:46,670 --> 02:04:51,990
+عشنا الحالة على الواقع على فكرة
+
+1512
+02:04:59,380 --> 02:05:01,680
+الحالة الرابعة اللي هي حالة الغموضة التامة زي ما
+
+1513
+02:05:01,680 --> 02:05:07,260
+حكينا شخص يسير في غرفة مضلمة بيسموها تشبيه المواقف
+
+1514
+02:05:07,260 --> 02:05:12,660
+الشريرة إنه أنت بتواجه خطر وفيش مستحضر حل له فنسبة
+
+1515
+02:05:12,660 --> 02:05:16,660
+الفشل في الحلول إذا كانت تحت ضغط السرعة أو تحت ضغط
+
+1516
+02:05:16,660 --> 02:05:21,080
+الوجد بتكون أشمالها مرتفعة نسبة الفشل هنا أشمالها
+
+1517
+02:05:21,080 --> 02:05:25,240
+مرتفعة لكن لا تعني فشل يعني مش بتضرر نفشل ممكن
+
+1518
+02:05:25,240 --> 02:05:31,430
+نقدراش نتجوزهالأن عندنا أربع حالات لاتخاذ القرارات
+
+1519
+02:05:31,430 --> 02:05:36,870
+أو ضروف بنورع فيها، هنا المشاركة في اتخاذ القرارات
+
+1520
+02:05:36,870 --> 02:05:41,430
+واضحة، زمان كانت .. اللي هي ال dictatorship زمان
+
+1521
+02:05:41,430 --> 02:05:45,590
+كان القرار فردي، مافيش مشاركة، اللي قال لأ اليوم
+
+1522
+02:05:45,590 --> 02:05:48,830
+مشبرين إحنا نشارك، نقعد نقعد هاد و نسمع و نشارك و
+
+1523
+02:05:48,830 --> 02:05:52,720
+نكتب و نحلزمان البيئة كانت مستقلة، الآن انتي ما
+
+1524
+02:05:52,720 --> 02:05:55,960
+شاء الله شايفة كل شوية في حالة، كمان منظمات مش زي
+
+1525
+02:05:55,960 --> 02:05:59,080
+الزمان، ضخمة جدا، زمان كانت المواقع ليه six months
+
+1526
+02:05:59,080 --> 02:06:02,980
+موجودة قال لأ، فيه منافسة شرسة، سهل التنبؤ في
+
+1527
+02:06:02,980 --> 02:06:06,680
+الطلب قال لأ،
+
+1528
+02:06:06,680 --> 02:06:08,880
+زمان .. زمان لو في القرن العشرين يعني، مافيش
+
+1529
+02:06:08,880 --> 02:06:14,080
+منافسين، الآن فيه منافسين وفيه نقابات كمان، واضحة؟
+
+1530
+02:06:14,080 --> 02:06:19,550
+وجميع الحماية للبيئة وشغلتها دي، نسأل سؤالوانجاوب
+
+1531
+02:06:19,550 --> 02:06:24,230
+المحاضرة الجاية، ده وحاكينا عن طقافات المجتمع،
+
+1532
+02:06:24,230 --> 02:06:27,530
+اعتبرنا اصلا الموضوع الشرحناه ده طقافة المجتمع،
+
+1533
+02:06:27,530 --> 02:06:32,570
+شرحات واحدة الخوارط ال culture في اليابان بميله
+
+1534
+02:06:32,570 --> 02:06:39,450
+لنزعة الجماعية، اللي هي العمل الجماعي، واضح؟ احنا
+
+1535
+02:06:39,450 --> 02:06:45,110
+دول عارفين ميل لنزعة الفرديةالسؤال يبطح نفسه ما
+
+1536
+02:06:45,110 --> 02:06:47,190
+المقصود بالتجارب اليابانية وما هي فوائد إيش
+
+1537
+02:06:47,190 --> 02:06:49,910
+المشاركة السؤال هذا ان شاء الله هنجابه المحاضرة
+
+1538
+02:06:49,910 --> 02:06:55,050
+الجاي هنجابه ال action المحاضرة الجاي في أي سؤال؟
+
+1539
+02:06:55,050 --> 02:07:00,230
+أي سؤال في المحاضرة هذه؟ أسأل أنا ولا بكفي أسئلة؟
+
+1540
+02:07:00,230 --> 02:07:01,510
+okay يعطيكوا العافية
+
diff --git a/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/T3YLWu1-c9Q_raw.srt b/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/T3YLWu1-c9Q_raw.srt
new file mode 100644
index 0000000000000000000000000000000000000000..2acc1115e1c68afcfac19afc5c2ea0385425c6d7
--- /dev/null
+++ b/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/T3YLWu1-c9Q_raw.srt
@@ -0,0 +1,6532 @@
+1
+00:00:05,420 --> 00:00:07,440
+أعوذ بالله السلام علينا الشيطان الرجيم بسم الله
+
+2
+00:00:07,440 --> 00:00:10,340
+الرحمن الرحيم الحمد لله والصلاة والسلام عن مصطفى
+
+3
+00:00:10,340 --> 00:00:14,120
+العظيم سيدنا محمد ويا عزيزي ومن سارة على دوره
+
+4
+00:00:14,120 --> 00:00:17,300
+بالسلام الدين بدا السلام عليكم ورحمة الله كيف
+
+5
+00:00:17,300 --> 00:00:21,020
+حالكم؟ اليوم ان شاء الله سنتمنا مع بعض الليلة
+
+6
+00:00:21,020 --> 00:00:23,460
+التانية أو الشهرة التانية لفة حاضرة اللي هو موضوع
+
+7
+00:00:23,460 --> 00:00:27,600
+marketing هنمشي بشكل سريع عن موضوع التشويب
+
+8
+00:00:27,600 --> 00:00:32,040
+marketing هنقول ان كون عزمكم لداء استوافيري في هذا
+
+9
+00:00:32,040 --> 00:00:33,140
+الموضوع تفضل يا عزيزي
+
+10
+00:00:38,570 --> 00:00:41,510
+بداية السلام عليكم كيف حالكم؟ ان شاء الله تمام
+
+11
+00:00:41,510 --> 00:00:44,830
+معكوا أنا الطالبة في الماجستير نداء السوافيري
+
+12
+00:00:44,830 --> 00:00:49,390
+ماجستير إدارة أعمال اليوم هيكون موضوعنا عن التسويق
+
+13
+00:00:49,390 --> 00:00:58,030
+بس في عندنا فيديو حابين نتفرج عليه بداية شو
+
+14
+00:00:58,030 --> 00:01:03,290
+بتشتغل عندك؟أنا حاليا في مدرسة، مدرسة الفرقان،
+
+15
+00:01:03,290 --> 00:01:07,650
+مدرسة مدرسة تعلم؟ أهلا و سهلا، أشبه الدراسة؟ تعليم
+
+16
+00:01:07,650 --> 00:01:11,990
+أساسي أهلا و سهلا، من أولى خلاص، حلوة فيك بسم الله
+
+17
+00:01:55,970 --> 00:01:58,890
+السلام عليكم ورحمة الله وبركاته
+
+18
+00:02:29,690 --> 00:02:31,090
+مش عارف كده يا عزيزي
+
+19
+00:02:58,860 --> 00:03:02,740
+ماشي انا ممكن انا انا انا انا انا انا انا انا انا
+
+20
+00:03:02,740 --> 00:03:04,120
+انا انا
+
+21
+00:03:11,800 --> 00:03:17,060
+بداية احنا لما بدنا نعمل خطة تسويقية فلابد في ..
+
+22
+00:03:17,060 --> 00:03:20,560
+لازم
+
+23
+00:03:20,560 --> 00:03:23,200
+نعرفش هو التسويق لما نعمل الخطة هو نعمل حاجة و خطة
+
+24
+00:03:23,200 --> 00:03:28,920
+مشهورة تفضلي .. تفضلي كده .. تمام .. مين يعرف أنه
+
+25
+00:03:28,920 --> 00:03:32,200
+التسويق؟ لما .. من الفيلم اللي دو شفته إيش جاء
+
+26
+00:03:32,200 --> 00:03:35,360
+بالكوا؟ ما هو التسويق؟ هو كان رايح يشتري حاجة
+
+27
+00:03:35,360 --> 00:03:38,400
+انصدى منها مش موجودة فبيحكيك لو انك الخطة التسويق
+
+28
+00:03:38,400 --> 00:03:41,970
+ناجحة كان هو مانصدقش، فما هو التسويق؟أخر وضع أفضل
+
+29
+00:03:41,970 --> 00:03:45,390
+ده و لا المشهورة؟ المشهورة المشهورة ممتاز، هي أول
+
+30
+00:03:45,390 --> 00:03:53,050
+كلمة، بعدين؟ عملية ترميز الأفكار ممتاز، أيوة،
+
+31
+00:03:53,050 --> 00:03:57,490
+أنتوا بتاخدوا من ال slide؟ ماشي، طيب مين حابب
+
+32
+00:03:57,490 --> 00:04:01,710
+تيحكينا، اقرأ، أحب اللي هي؟ نشاط ينصب على عملية
+
+33
+00:04:01,710 --> 00:04:05,330
+تخطيط وتنفيذ لنفهم و تسعير و ترميز و توسيع الأفكار
+
+34
+00:04:05,330 --> 00:04:08,690
+أو السلع أو الخدمات، يخلق اتبادل و يشبه حاجات
+
+35
+00:04:08,690 --> 00:04:12,690
+المستهلكين و محافظ أفضلات المهاميبقى عندنا التسويق
+
+36
+00:04:12,690 --> 00:04:17,550
+في عندنا عمليات اللي هي تخطيط ومن ثم تنفيذ لمفهوم
+
+37
+00:04:17,550 --> 00:04:21,930
+هذه العمليات وفي عندنا أيضا التسعير و الترويج و
+
+38
+00:04:21,930 --> 00:04:25,950
+التوزيع الأفكار أو السلاع أو الخدمات ليش هذه
+
+39
+00:04:25,950 --> 00:04:31,890
+لتبادل .. نشبه حاجات المستهلكين و نحقق أهداف
+
+40
+00:04:31,890 --> 00:04:36,350
+المنظمة ممتاز إذا الهدف الأساسي للتسويق هو
+
+41
+00:04:36,350 --> 00:04:40,110
+المستهلك اللي هو الزمون يعني customer
+
+42
+00:04:43,530 --> 00:04:47,470
+إن أنا بعمل تسويق عشان أصلش للمستهلك لما أصل أنا
+
+43
+00:04:47,470 --> 00:04:52,150
+أستهلك بس للربح عشانك هدفنا الأساسي يشبه حاجات من
+
+44
+00:04:52,150 --> 00:04:55,070
+المستهلك دي لما تم تخلص أهداف المؤسسة اللي هي
+
+45
+00:04:55,070 --> 00:05:00,290
+الأرباح السؤال من هو المستهلك؟ من هو الكاسد هنا؟
+
+46
+00:05:00,290 --> 00:05:08,370
+هو شخص اللي لديه رغبة زائد قدرة مالية في منتج معين
+
+47
+00:05:08,370 --> 00:05:12,700
+هو هذا اللي أنا بستهدفهماشي أما يكون عنده رغبة
+
+48
+00:05:12,700 --> 00:05:15,020
+وماعشه فلوس صعبة معاه فلوس ماعندهوش رغبة برضه
+
+49
+00:05:15,020 --> 00:05:18,360
+مامتجيش هذه فده المستعق هو الشخص اللي يكون لديه
+
+50
+00:05:18,360 --> 00:05:22,580
+الرغبة و القدرة في شراء السلع و هو الهدف الأساسي
+
+51
+00:05:22,580 --> 00:05:28,420
+من عملية التسويق فضلوا تمام فعنا هان السؤال هو متى
+
+52
+00:05:28,420 --> 00:05:34,660
+ينجح التسويق في زيادة أرباح المؤسسة وقت إيش
+
+53
+00:05:34,660 --> 00:05:39,890
+تسويقنا منجح؟أتفضل نحن كل من الترويج تبقى الحق وكل
+
+54
+00:05:39,890 --> 00:05:45,570
+من تفعل الـ .. هو ترويج جزء من التسويق ترويج أحد
+
+55
+00:05:45,570 --> 00:05:51,810
+أرقام التسويق وليس كل التسويق مين حابب الديف؟ تفضل
+
+56
+00:05:51,810 --> 00:05:55,950
+انا بسأل أنا بصراحة .. متى ينجح التسويق في زيادة
+
+57
+00:05:55,950 --> 00:05:59,570
+أرواح المؤسسة؟ المستخدم الحالي عندها رغم ما حاجة
+
+58
+00:05:59,570 --> 00:06:02,870
+لما يكون فيها زيادة من مجموعة الأرواح اللي هو
+
+59
+00:06:02,870 --> 00:06:09,070
+عندنا فيها جذب المستهلكلما احنا نعمل على جاذب
+
+60
+00:06:09,070 --> 00:06:15,170
+المستهلك فبالتالي فهنال رضا المستهلك او الزبون
+
+61
+00:06:15,170 --> 00:06:23,990
+وبالتالي هنعمل على زيادة الحصة السوقية وبالتالي
+
+62
+00:06:23,990 --> 00:06:31,850
+نعمل على زيادة الأرباح فهنا لو طلعنا ورجعنا للاصل
+
+63
+00:06:31,850 --> 00:06:36,010
+زيادة الأرباح هتنبعنا من وين؟ من هو جاذب المستهلك
+
+64
+00:06:38,320 --> 00:06:42,920
+جاذب المستهلك فعنا الهدف الأساسي في التسويق اللي
+
+65
+00:06:42,920 --> 00:06:48,420
+هو مين عنا المستهلك وليس رضاء المستهلك وليس رضاء
+
+66
+00:06:48,420 --> 00:06:52,520
+العاملين لأ العاملين اللي هي ده الوالد البشرية
+
+67
+00:06:52,520 --> 00:06:55,760
+ماهاش الأخرى بس ممكن يكون العامل مستهلك زي شبه
+
+68
+00:06:55,760 --> 00:07:02,340
+الجوال يعني ممكن يكون العامل مستهلك عادي يعني طيب
+
+69
+00:07:02,340 --> 00:07:08,160
+اللي هو تسويق وظائف المشروع يعمل ويهتمبالمستهلكين،
+
+70
+00:07:08,160 --> 00:07:12,000
+جدهم مستهلكين للمؤسسة، الحصول على هدراهم، نازل،
+
+71
+00:07:12,000 --> 00:07:15,320
+تحقيق، أعلى إيش، أعلى أربع، طبعا التشريق الأولانة
+
+72
+00:07:15,320 --> 00:07:18,440
+القوية بالمنافسة، يعني بيكونوا محالين جانب بعض
+
+73
+00:07:18,440 --> 00:07:21,860
+ببيعوا ملابس نسائية لإثنين بالسبب ومين يدخل المساء
+
+74
+00:07:21,860 --> 00:07:25,660
+عندهم، وهم ماشيين، طبعا المسوق الناجح هو اللي لم
+
+75
+00:07:25,660 --> 00:07:28,940
+يخليه المستهلك يطمع ويشتري، سواء بتشتري أو لأ،
+
+76
+00:07:28,940 --> 00:07:33,440
+يعني أحيان انت بترغب تشتريمتكتششني مثلا، يوم انت
+
+77
+00:07:33,440 --> 00:07:36,360
+قاعد .. قاعد و بس تفرج، تطير إزاي، تشوف إيش في
+
+78
+00:07:36,360 --> 00:07:39,940
+منتجها، تفتلك نفسك طالع ما شاء الله، البيع بيكون
+
+79
+00:07:39,940 --> 00:07:43,200
+شاطر يعني، و هم يكونوا بيبقوا بتاعة معايا موجودة
+
+80
+00:07:43,200 --> 00:07:46,680
+بس صنوب البيع بصراها بطاقش، طلعت من الله ما تشتت،
+
+81
+00:07:46,680 --> 00:07:49,820
+لذا التسويق معتمد أساسا على المسوق، اللي هو اللي
+
+82
+00:07:49,820 --> 00:07:53,160
+جي قاله و اللي إيش، البيع، فضليك تمام، عنا هان
+
+83
+00:07:53,160 --> 00:07:57,400
+السوق، مين حابب يقرأ؟ بتسويقك و في السوق و هلا؟
+
+84
+00:07:57,880 --> 00:08:00,880
+السوق market مجموعة الأفراد أو المنظمات أو كلايهم
+
+85
+00:08:00,880 --> 00:08:03,900
+موالات تحتاج إلى منتجات محددة سواء كانت سلع أو
+
+86
+00:08:03,900 --> 00:08:06,540
+خدمات أو أفكار ولديها القابلية أو الرغبة أو
+
+87
+00:08:06,540 --> 00:08:10,180
+الصلاحية لشراء هذه المنتجات؟ طبعا، عندنا في السوق
+
+88
+00:08:10,180 --> 00:08:14,260
+في أفراد أو في عندنا منظمات أو ممكن يكون كلايهم
+
+89
+00:08:14,260 --> 00:08:17,700
+معا و هذه الأفراد أو المنظمات تحتاج إلى إيش؟
+
+90
+00:08:17,700 --> 00:08:22,220
+منتجات أو سلع أو خدمات أو أفكار عندنا ولديها
+
+91
+00:08:22,220 --> 00:08:25,120
+القابلية أو الرغبة أو الصلاحية للشراء بهذه
+
+92
+00:08:25,120 --> 00:08:31,080
+المنتجاتنجعلنا للحصة السوقية إذا للسوق هو كان زمان
+
+93
+00:08:31,080 --> 00:08:35,680
+نقول مكان لأ مش مكان مع تطور التكنولوجيا أه موجود
+
+94
+00:08:35,680 --> 00:08:38,620
+فيه السلاب موجود في الخدمات أو الأفكار الأفكار
+
+95
+00:08:38,620 --> 00:08:42,340
+الموجودة فيه هنا مثلا كتب روايات قصص الأشياء
+
+96
+00:08:42,340 --> 00:08:46,400
+الإبداعية هذه أنتي عندك قدرة ورقبة في الشراء
+
+97
+00:08:46,400 --> 00:08:50,700
+تشتريها هذا بيسميها إيش بيسميه السوق إذا انطلاق
+
+98
+00:08:50,700 --> 00:08:55,200
+البائع مع المشتري هذا بيسميه السوق فضلواأما عندنا
+
+99
+00:08:55,200 --> 00:09:00,440
+الحصة السوقية فهي النسبة المئوية لبيع المنظمة من
+
+100
+00:09:00,440 --> 00:09:04,220
+منتج معين قياسا إلى المبيعات الكلية في السوق من
+
+101
+00:09:04,220 --> 00:09:07,300
+نفس المنتج يعني احنا لو نزلنا مثلا منتج على السوق
+
+102
+00:09:07,300 --> 00:09:13,650
+بدنا نزله نسبة معينة مثلا 5%مثلا لو نزلنا احنا
+
+103
+00:09:13,650 --> 00:09:19,910
+منتج نحكي مثلا ممكن ملابس، جاكتات ملابس نزلناها في
+
+104
+00:09:19,910 --> 00:09:23,330
+السوق، نزلنا نسبة معينة، نسبة ضئيلة منها فحد نشوف
+
+105
+00:09:23,330 --> 00:09:28,270
+كيف في السوق هي ممكن احنا تنجح او لأ، هيكون عليها
+
+106
+00:09:28,270 --> 00:09:32,850
+بيع او لأ، بعد كده لما احنا لجينا، لما نشوف ان
+
+107
+00:09:32,850 --> 00:09:36,050
+المنتج هذا صار في عليه طلب، ممكن احنا نزيد من
+
+108
+00:09:36,050 --> 00:09:39,070
+الحصة السوقية على هذا المنتج عشان، انت بتشرف حاجة
+
+109
+00:09:39,070 --> 00:09:42,150
+اسمها اللي هي اختبار العينالان يا أخوات الحصة
+
+110
+00:09:42,150 --> 00:09:45,870
+السوقية، نداء عندها محل بيعيج الببالي، ودعاء عندها
+
+111
+00:09:45,870 --> 00:09:48,910
+محل بيعيج الببالي، ماشي، كل واحد فيهم المفروض يكون
+
+112
+00:09:48,910 --> 00:09:53,350
+لحصة السوقية، لكن مش متساوى، الان الناس كلها بتحب
+
+113
+00:09:53,350 --> 00:09:56,830
+ترفتش للنداء و تركيه لدعاء، إذا الحصة السوقية نداء
+
+114
+00:09:56,830 --> 00:09:59,410
+هتكون عايش أكبر من دعاء، لأن أنا مقصود بالحصة
+
+115
+00:09:59,410 --> 00:10:03,130
+السوقية، زي لما نيجي نوزع التركة، كل واحد بتطلع له
+
+116
+00:10:03,130 --> 00:10:07,050
+نصيب، نفس الشيء، المنافسة القوية اللي بالع السوق،
+
+117
+00:10:07,050 --> 00:10:10,420
+بتكون حصة السوقية عاليةو الباقي بطلع لهم شوية، من
+
+118
+00:10:10,420 --> 00:10:15,700
+حصة السوقية نسبة نبيعات محل واحد من إجمالي نسبة
+
+119
+00:10:15,700 --> 00:10:19,760
+نبيعات باقى المحلات المنافسة إذا إحنا قولنا نداء
+
+120
+00:10:19,760 --> 00:10:24,640
+ملابس و دعاء ملابس، ماشي، و إيمان ملابس مثلا، مين
+
+121
+00:10:24,640 --> 00:10:29,180
+أعلى نسبة فيهم؟ نداء، دلتش أسمك نداء مقاتل مع نسبة
+
+122
+00:10:29,180 --> 00:10:31,720
+نبيعات، دعاء و نوت، هذا المقصود بالحصة ليش؟
+
+123
+00:10:31,720 --> 00:10:38,900
+السوقية، تفضلينجي عندنا للتسويق الإلكتروني اللي هو
+
+124
+00:10:38,900 --> 00:10:43,140
+المياه عن طريق النت وانا حاليا انشهر كتير يعني في
+
+125
+00:10:43,140 --> 00:10:47,660
+المواقع هو مش البيع هو التسويق التسويق الالكتروني
+
+126
+00:10:47,660 --> 00:10:53,020
+هو كل نشاط يتم عمله على شبكة الانترنت من أجل تسويق
+
+127
+00:10:53,020 --> 00:10:57,680
+منتج أو خدمة أو محتوى فعندنا من وسائل التسويق
+
+128
+00:10:57,680 --> 00:11:01,120
+الالكتروني لسنا احنا كنا نسوق عن طريق لوحات نعلقها
+
+129
+00:11:01,120 --> 00:11:07,500
+في الشوية ونوسع كل وثقات وننزل صورونجيب ناس مشهورة
+
+130
+00:11:07,500 --> 00:11:11,340
+يطلعونا في الفضايا ونطلع في الراديو، هذا تسويق
+
+131
+00:11:11,340 --> 00:11:15,680
+تقليدي، ألأ، الأن كل ما تفتحي صفحتك على ال face أو
+
+132
+00:11:15,680 --> 00:11:17,540
+email بتلاقي تسويق إلكتروني، هنا التسويق
+
+133
+00:11:17,540 --> 00:11:21,740
+الإلكتروني هو اللي استخدم التسويق التقليدي بأجه ..
+
+134
+00:11:21,740 --> 00:11:25,740
+بالأنشطة الإلكترونية الموجودة الآن، تفضليوعنه من
+
+135
+00:11:25,740 --> 00:11:28,300
+وسائل التسويق الإلكتروني اللي هو التسويق عبر
+
+136
+00:11:28,300 --> 00:11:31,860
+محركات الحريكات البحث اللي هو عن طريق ال Facebook،
+
+137
+00:11:31,860 --> 00:11:36,000
+Google، Twitter، التسويق عبر أيضًا ال social media
+
+138
+00:11:36,000 --> 00:11:40,300
+والتسويق بال email طبعًا خد معنات أحيانًا هذا
+
+139
+00:11:40,300 --> 00:11:44,020
+تسويق مهم في ال philosophy لازم نكون حاسبه صحيح
+
+140
+00:11:44,020 --> 00:11:48,240
+يعني مثلًا الآن إسلام عندها مخالب جني عبياد خليجية
+
+141
+00:11:49,000 --> 00:11:52,620
+بدأنا نروح نزورها في المحل و نشوف كل ما تيجي بضعف
+
+142
+00:11:52,620 --> 00:11:55,640
+تصورها و بتصيرها أي استفسار على الخاص الناس
+
+143
+00:11:55,640 --> 00:11:58,640
+بيسألوا عن المدلات و عن ال .. اللي هي المدسات و
+
+144
+00:11:58,640 --> 00:12:01,940
+الخنة و الأسعار و كيف ييجي و كيف يصلهم هذا كله
+
+145
+00:12:01,940 --> 00:12:04,820
+تصيير إلكتروني لإنه تم التواصل مش face to face تم
+
+146
+00:12:04,820 --> 00:12:08,900
+التواصل عندك وسيلة إيش إلكتروني هذا الأمر مشهور
+
+147
+00:12:08,900 --> 00:12:12,560
+عندنا كتير تقدري عندنا علمان في عام يقرأ .. تقدر
+
+148
+00:12:12,560 --> 00:12:15,720
+ساميرا خدمة السلعة .. سلعة أو خدمة على إشباع حاجة
+
+149
+00:12:15,720 --> 00:12:19,660
+إنسانيةفي عندنا سلعة وفي عندنا خدمة، السلعة مثلا
+
+150
+00:12:19,660 --> 00:12:23,360
+في عند جلباب، عند أي حاجة أنا بدي أبيحها أو خدمة
+
+151
+00:12:23,360 --> 00:12:27,000
+مثلا أنا أعمل تأليف .. تأليف لكتاب أو رواية، بدي
+
+152
+00:12:27,000 --> 00:12:31,900
+أشبع فيها حاجة إنسانية المنفع البصارة زي ما حدث من
+
+153
+00:12:31,900 --> 00:12:35,640
+القلعان مثلا هناق نازة تشتري جلباب، لجت موديل
+
+154
+00:12:35,640 --> 00:12:40,780
+عجبها، لكن مترددة، تاخدوا ولا ما تاخدوش، صاحب
+
+155
+00:12:40,780 --> 00:12:44,500
+المحل لو شاده فتنة سويب، هيقنعها ده، سبحان الله
+
+156
+00:12:44,500 --> 00:12:49,130
+كأنه مفصل إليككأنه مستورد قلب طب على التسويق اللي
+
+157
+00:12:49,130 --> 00:12:51,510
+هو جانب عادل على الفكرة خاصة أن التسويق مركز عن
+
+158
+00:12:51,510 --> 00:12:55,570
+نساء أصلا الرجال لأ الرجال عقراني نقرأ نساء لأ
+
+159
+00:12:55,570 --> 00:12:58,850
+التسويق مثلا إذا كنت تشغل مسلسل تركي و مركز
+
+160
+00:12:58,850 --> 00:13:02,550
+بتطلعولك في دعاية شامبو ماشي واحدة أصلا شعارها
+
+161
+00:13:02,550 --> 00:13:05,810
+ناعم رب نخلجها هيك بس هي مستخدمات الشامبو اتصادت
+
+162
+00:13:05,810 --> 00:13:09,070
+انت بتقتنعي بتروحي تشاريها و هيك أنا كان مصلق و
+
+163
+00:13:09,070 --> 00:13:12,370
+انجحي واضح؟ إذا اللي منفع بدي أقنعك إن هو هات
+
+164
+00:13:12,370 --> 00:13:16,910
+الشغل لو انت ما شارتيهاش معندي راح عمرك خانت ناقصك
+
+165
+00:13:16,910 --> 00:13:21,870
+حاجة مهمة لماخذة نتائج تشتري، ماعنديك ذوق، رغم
+
+166
+00:13:21,870 --> 00:13:24,590
+أنها عادية أصلا، موجودة في كل محلات، بس هذا اسمه
+
+167
+00:13:24,590 --> 00:13:28,150
+فن التسييق، وتسييق فن ومهارة أكثر من علم، واضح؟
+
+168
+00:13:28,150 --> 00:13:30,910
+إذا .. إذا أنا اقنعتك لجلم هذا، فيش أحلى منه، وانت
+
+169
+00:13:30,910 --> 00:13:33,810
+أخدتيها لما كنا نجح، أنا هدف أنك تحفظ الم ..
+
+170
+00:13:33,810 --> 00:13:37,270
+تفتحني عرفة المحفظة، وتعطيني المسار، وتاخدي السلع
+
+171
+00:13:37,270 --> 00:13:43,240
+من وجهي، ماشي؟ كيف تاخديها في هذا شغلك؟إذا انت بطل
+
+172
+00:13:43,240 --> 00:13:47,000
+معاك إن هو دي الشغل لو ما رحلتيهاش خلاص انتي دهية،
+
+173
+00:13:47,000 --> 00:13:53,880
+واضح؟ خلاص نيجي عنها لالمزيج التصويقية، تفضلي سحر
+
+174
+00:13:54,690 --> 00:13:58,270
+المزيج التسويقي هو توليفة من المنتجات وطرق تسعيرها
+
+175
+00:13:58,270 --> 00:14:02,390
+وأساليب توزيعها وترويجها وتهدف هذه التوليفة تشبع
+
+176
+00:14:02,390 --> 00:14:06,190
+سوق معين أو جزء منها شكرا عندنا أطل المزيج
+
+177
+00:14:06,190 --> 00:14:09,610
+التسويقي هو توليفة من المنتجات يعني كذا منتج عندنا
+
+178
+00:14:09,610 --> 00:14:15,710
+وبدنا نعمله تسعير لإلهم وأساليب توزيحها نعملهم
+
+179
+00:14:15,710 --> 00:14:20,150
+أساليب لأتوزيع واترويج وتهدف هذه التوليفة إلى
+
+180
+00:14:20,150 --> 00:14:25,240
+إشباع سوق معين أو جزء منهايعني في عندنا منتجات كذا
+
+181
+00:14:25,240 --> 00:14:30,140
+منتج معين معناه معين بدنا نعمله نحدد لكل منتج سعر
+
+182
+00:14:30,140 --> 00:14:34,260
+معين و بعدين بدنا نشوف في السوق كيف احنا ممكن نوزع
+
+183
+00:14:34,260 --> 00:14:38,320
+هذه المنتجات على السوق حسب رغبات المستهلكين و
+
+184
+00:14:38,320 --> 00:14:43,660
+طريقة ترويجها إذا ال marketing mix أو أركان
+
+185
+00:14:43,660 --> 00:14:49,160
+التسويق زي ما انت شايف الطاولة هذه على كم رجل
+
+186
+00:14:49,160 --> 00:14:52,060
+إليها أربعة و الكلسي هذي أربعة نفس الشيء التسويق
+
+187
+00:14:52,060 --> 00:14:57,460
+له أربعة four pieceهدول الأربع هم جوهر التسويق ما
+
+188
+00:14:57,460 --> 00:15:00,700
+بقدر أعمل إعلانات once المنتج نفسه يكون وحش أو
+
+189
+00:15:00,700 --> 00:15:05,180
+أركز على المنتج once التدويج أو السلعب اللي بيحطوا
+
+190
+00:15:05,180 --> 00:15:09,160
+ال label تبع السلعب هم المصادقين عندنا أخوان ال
+
+191
+00:15:09,160 --> 00:15:13,380
+جيس بيمثلقلهم جرتيب معين ليه السلعب وليه جرساته
+
+192
+00:15:13,380 --> 00:15:17,160
+السلعب طبعا السلعب و الخدمة نفس الشيء يعني اتنين
+
+193
+00:15:17,160 --> 00:15:21,340
+السعب لازم يكون في السعب لأن أول حاجة مثلا هي
+
+194
+00:15:21,340 --> 00:15:26,240
+المستخدم السعب بعدين التدويجكيف نجت بيك، بعدين
+
+195
+00:15:26,240 --> 00:15:31,200
+التوزيع اللي هي كيف تصلك، هي four piece، product،
+
+196
+00:15:31,200 --> 00:15:35,020
+price،
+
+197
+00:15:35,020 --> 00:15:41,720
+permission، طبعا التوزيع place اللي هو المكان،
+
+198
+00:15:41,720 --> 00:15:45,620
+مكان الوصول، أي أربعة، إذن أركان التسويق أربعة
+
+199
+00:15:45,620 --> 00:15:49,320
+وليس التلاتة، four piece، تفضل يا أستاذة
+
+200
+00:15:52,690 --> 00:15:57,250
+نجي عنا لأول عناصر المزيج التسويقي وهو المنتج اقرأ
+
+201
+00:15:57,250 --> 00:16:02,150
+يا هلأ المنتج product كل شيء يقتنع بمقابل أو يتضمن
+
+202
+00:16:02,150 --> 00:16:15,330
+خصائص مرموزها أو
+
+203
+00:16:15,330 --> 00:16:19,230
+درموزها يشتمل على منافع المتوقعيبقى إشي طبيعي إن
+
+204
+00:16:19,230 --> 00:16:22,410
+المنتج لما أحنا بدنا نحصل عليه لازم ندفع مقابله
+
+205
+00:16:22,410 --> 00:16:25,930
+مال ويتضمن خصائص ملموسة، في عندنا سلع ملموسة
+
+206
+00:16:25,930 --> 00:16:29,270
+وعندنا سلع غير ملموسة السلع الملموسة زي مثلا أنا
+
+207
+00:16:29,270 --> 00:16:32,390
+بدأ أشتري سكن و أسكن فيها، ده إشي ملموس أو سيارة
+
+208
+00:16:32,390 --> 00:16:35,750
+أو أي شيء تاني، عندنا الغير ملموسة زي خدمة أنا بدي
+
+209
+00:16:35,750 --> 00:16:40,610
+أحصل عليها ويجتمل على منافع متوقعة إذا المنتج
+
+210
+00:16:40,610 --> 00:16:44,830
+بيشمل السلع و الخدمة و هي أول حاجة بدنا نركز عليها
+
+211
+00:16:44,830 --> 00:16:48,560
+في إيش؟ في التسويق، تفضليطبعا مش هناخدر بلقاش،
+
+212
+00:16:48,560 --> 00:16:59,320
+لازم نتعامل مقارنة استعصفت قوينة السعر لو سنحتيه
+
+213
+00:16:59,320 --> 00:17:03,480
+نيجا
+
+214
+00:17:03,480 --> 00:17:08,400
+أنه الأنصار التاني وهو التسعيرالتسعير وهو المبلغ
+
+215
+00:17:08,400 --> 00:17:12,980
+المالي الذي يقبله البائع مقابل منتج معين فيه زمن
+
+216
+00:17:12,980 --> 00:17:17,820
+معين وفيه ظروف معين يعني عندنا البائع بنتج السلعة
+
+217
+00:17:17,820 --> 00:17:21,620
+معينة فهنا السعر اللي هو اللي بدي أحطه مقابل أن
+
+218
+00:17:21,620 --> 00:17:25,120
+يحصل عليه مقابل هذا المنتج اللي هو باعه فيه زمن
+
+219
+00:17:25,120 --> 00:17:29,460
+معين وفيه ظروف معينة يعني مثلا لو كان في عندنا
+
+220
+00:17:29,460 --> 00:17:36,700
+السلعة خلص مثلا السعر الزمني لهاأو في ظل ظروف
+
+221
+00:17:36,700 --> 00:17:40,860
+معينة مثلا عندنا حروب طبعا سعر السلع المعين مش
+
+222
+00:17:40,860 --> 00:17:45,500
+هتكون نفس الوضع الطبيعي في البلد فهتكون مثلا حسب
+
+223
+00:17:45,500 --> 00:17:50,560
+نوع السلع، ممكن تحكي أن السلع زي الخبز مثلا، ماشي؟
+
+224
+00:17:50,560 --> 00:17:55,240
+لكن الشيء الذاتي ماشي كتير، ماشي لك من حد أو ضغط،
+
+225
+00:17:55,240 --> 00:18:00,750
+ده ما هو السعر هو الدكلوفة زي دمشق غبحبيجي التاجر
+
+226
+00:18:00,750 --> 00:18:04,250
+بقول هل لما أوصل نفضة على غاية غزة كلفتني كذا،
+
+227
+00:18:04,250 --> 00:18:09,370
+بتدربح فيها كذا، بيعمل السعر طبعا هو بخلي هامش،
+
+228
+00:18:09,370 --> 00:18:12,410
+عساس لو انت جيتك فوضتي و نزلتي و هو ماجسترش، هو
+
+229
+00:18:12,410 --> 00:18:17,130
+ناشت، يكون ربحة، لإن السعر هو النقل اللي أنا بدفعه
+
+230
+00:18:17,130 --> 00:18:22,390
+كمشتري للبائع، طبعا في زمان معين، بس في زمان معين
+
+231
+00:18:22,390 --> 00:18:25,030
+عاملها إنه السعر نادر لما يكون تابع، لغاية لما
+
+232
+00:18:25,030 --> 00:18:28,870
+تتدخل للحكومة، يعني مثلا جلباب أول ما يزل بتاعت
+
+233
+00:18:28,870 --> 00:18:31,550
+ميتش هيكالشدوة، دعنا ناخد الموسم، بتلاقيه بخمس
+
+234
+00:18:31,550 --> 00:18:35,730
+سنة، لإن السعر مش تابع، السعر بتغير حسب إيش، حسب
+
+235
+00:18:35,730 --> 00:18:41,870
+الطلبة وحسب موسم هذا المونتاج، تفضلي، ماخدته في
+
+236
+00:18:41,870 --> 00:18:48,380
+اقتصاد السعرعنا طرق التسعير عنا التسعير على أساس
+
+237
+00:18:48,380 --> 00:18:53,860
+التكلفة عنا منتج معين بحسب أنا إيش كلفني و بعد كده
+
+238
+00:18:53,860 --> 00:18:57,540
+بنزل السعر حسب التكلفة و ممكن يكون فيه ربح مثلا
+
+239
+00:18:57,540 --> 00:19:01,160
+بنسبة كبيرة أو بنسبة ضئيلة عنا التسعير على أساس
+
+240
+00:19:01,160 --> 00:19:05,940
+التكلفة القمر ليه فيه كتبه؟ أنا لأ التكلفة ده مش
+
+241
+00:19:05,940 --> 00:19:07,860
+لربح مش حاجة معايا مش لربح
+
+242
+00:19:11,500 --> 00:19:14,640
+بشوف تكاليفي و بشوف الدشبابة أحنا برفع .. بضبط ضعف
+
+243
+00:19:14,640 --> 00:19:17,980
+مش المشكلة يعني في جميع الأرباح أوي يعني لكتير من
+
+244
+00:19:17,980 --> 00:19:21,460
+الرجال للأسف بيبقى يحلف والله لو كذلك على فكرة،
+
+245
+00:19:21,460 --> 00:19:24,200
+هالليش فاتة؟ بتبقى بتكلبهم انت مش .. هتقدر تغطي
+
+246
+00:19:24,200 --> 00:19:27,060
+الدرايب ولا تغطي التكاليف هلأ تالة، بيكون ربحان
+
+247
+00:19:27,060 --> 00:19:31,120
+ضعف وبيحلف أنه ده ربحان شيء، يا وي، فضلت عنا
+
+248
+00:19:31,120 --> 00:19:35,040
+التسعير على أساس .. لما تنزل أول مقصر 300 و تنبع
+
+249
+00:19:35,040 --> 00:19:40,000
+أخر مقصر ب50 برضه ربحانة ب50، واضح؟ فضلتالتسعير
+
+250
+00:19:40,000 --> 00:19:43,520
+على أساس المنافسة، أنا في عندي منتج معين مثلا
+
+251
+00:19:43,520 --> 00:19:47,120
+جلباب في السوق، بدي أروح أنا أشوف في كل مثلا محلات
+
+252
+00:19:47,120 --> 00:19:50,660
+السوق جداش بيبيعوا هذا الجلباب، ممكن أنا عشان أكسب
+
+253
+00:19:50,660 --> 00:19:55,240
+زباين أخفت سعر الجلباب عن بجيت المحلات، هذا هو
+
+254
+00:19:55,240 --> 00:20:00,000
+التسعير ممكن مش بالنسبة كبيرة يعني، بالنسبة ضئيلة،
+
+255
+00:20:00,000 --> 00:20:02,500
+بسيطة عشان أجي طيب من ال top خمس شكل، مابرجعش أنزل
+
+256
+00:20:02,500 --> 00:20:05,360
+هنا بشكل .. لأنه أنا بقدر زي ما هم منافسين أنا
+
+257
+00:20:05,360 --> 00:20:07,880
+بقدر منافس، هم مابتعيشوا و مابتعيشوا بقىطبعا انك
+
+258
+00:20:07,880 --> 00:20:10,080
+بيصير عنا يعني بتروح أول السوق بتاخد الجلبة مثلا ب
+
+259
+00:20:10,080 --> 00:20:13,560
+120 تفكر حالك انك انت ربحانة او اشي تمشي بحكيلك ب
+
+260
+00:20:13,560 --> 00:20:17,280
+120 و ممكن أخفضلك السعر 110 بس هو ما كلهم بيدوروا
+
+261
+00:20:17,280 --> 00:20:20,980
+في نفس الدار ماشي إذا انت سياسي المناخة السينية ما
+
+262
+00:20:20,980 --> 00:20:24,500
+بعمل معادلة بشوف المناخة السينية اللي جابوا نفس
+
+263
+00:20:24,500 --> 00:20:27,860
+اللي بقعد قدش هيبقوا ببيع زيكوا و انا بقعد و انا
+
+264
+00:20:27,860 --> 00:20:31,380
+بشتغل بقياد نفس السعر يا قانونة طبعا دايما البيع
+
+265
+00:20:31,380 --> 00:20:35,810
+لما يعطيك السعر الأول ليس الحقيقيفي ناس خاصة
+
+266
+00:20:35,810 --> 00:20:38,790
+للرجال، هاتموجات الرجال، ماكنتش الجنس ب 100،
+
+267
+00:20:38,790 --> 00:20:41,990
+بتعطيه 100 و بيضل ناشر، السيد بتعرف يجيبه ب 70،
+
+268
+00:20:41,990 --> 00:20:44,950
+فهم لما يقول هو 100، ربحانه، لما يبيعه ب 70،
+
+269
+00:20:44,950 --> 00:20:48,090
+ربحانه، بخمسين ربحانه، بس الشقارة ماكنتش ياخدك
+
+270
+00:20:48,090 --> 00:20:51,550
+أعلى إيش، أعلى ربح ممكن، الرجال بيحبوش يفارقوا،
+
+271
+00:20:51,550 --> 00:20:54,650
+إلا في السيارات، في الأراضي، لكن السلع العادية،
+
+272
+00:20:54,650 --> 00:20:57,870
+السلاجية، بطلون و بلوزة، مش فارقة معاهم، السيد لأ،
+
+273
+00:20:57,870 --> 00:21:01,370
+بتفارق على نص الشيطان، أحيان واحد، روحه بتطلع منها
+
+274
+00:21:01,760 --> 00:21:04,000
+و هي بدأت نزل نص شيطان، طب ما هو مش هيطان، كانت
+
+275
+00:21:04,000 --> 00:21:08,480
+قريب نص، فبتلاقيها الست صفاتها الشخصية غير راجعة،
+
+276
+00:21:08,480 --> 00:21:12,640
+مثلا التسويق أو مثلا دياش الشراء، بتحب تكون
+
+277
+00:21:12,640 --> 00:21:16,640
+منتصرة، و البائع الشاطر بيخليها تحس أنها منتصرة
+
+278
+00:21:16,640 --> 00:21:19,380
+وغير منتصرة، بس يبقى فرحانة، جاي بقى بيشاركوا يعني
+
+279
+00:21:19,880 --> 00:21:24,560
+بتروح بتلاقي أقل خصة من فجس وعندك تفضلي أن التسعير
+
+280
+00:21:24,560 --> 00:21:28,860
+على أساس الطلب لو نزل منتج معين على السوق ومالاجتش
+
+281
+00:21:28,860 --> 00:21:32,860
+فيه طلب كتير عليه إشي أكيد أو طبيعي كان هيتخفض دي
+
+282
+00:21:32,860 --> 00:21:37,480
+سعره ولو كان عليه طلب كبير إله ممكن يرفعوا سعره أو
+
+283
+00:21:37,480 --> 00:21:40,920
+ينزلوا يخفضوا للمستهلك هذا الريم هو السعرية خدتوها
+
+284
+00:21:40,920 --> 00:21:44,280
+في الاقتصاد حسب الطلب بنسعى، هل عليه طلب ولا
+
+285
+00:21:44,280 --> 00:21:49,130
+ماعلهوش أيش؟ ماعلهوش طلبوإن هان التسعير هو من أصعب
+
+286
+00:21:49,130 --> 00:21:54,470
+القرارات اللي ممكن يتخذها المنتج هو يا أكي مش قرار
+
+287
+00:21:54,470 --> 00:21:58,830
+صعب هو قرار بشوية ذكاء بحيث أني ماخليش المشتري
+
+288
+00:21:58,830 --> 00:22:03,330
+يوصلني لسعر التكريف اللي أنا ماربعهش عشان أتبكي ده
+
+289
+00:22:03,330 --> 00:22:06,910
+من السعر الأول بولش حقيقة ومع ما اتفوته ونزلته
+
+290
+00:22:06,910 --> 00:22:11,410
+شاطرة ومهلوبة هو لبحث بس مشكلة التجارة يعني بدخل
+
+291
+00:22:11,410 --> 00:22:16,850
+الإيمان وتنفرق الموضوع مافيش داعية تفضلمين هابي
+
+292
+00:22:16,850 --> 00:22:19,730
+يقرأ؟ لأ يا عزيزي احنا جونا الترويج باسبق التوزيع
+
+293
+00:22:19,730 --> 00:22:25,510
+عشان .. نرجع عليها .. بسيطة إلا أن هاي السلعة جلة،
+
+294
+00:22:25,510 --> 00:22:28,170
+انت في السلعة هتكتب منها عليها، كيف بدك تكتب في
+
+295
+00:22:28,170 --> 00:22:32,730
+إنه عندي جلة؟ واضح يا خلوت، تفضل تفضل إيه السلام؟
+
+296
+00:22:32,730 --> 00:22:36,310
+يعتبر الترويج المنتجات من أكتر الأنشطة التسويقية
+
+297
+00:22:36,310 --> 00:22:39,630
+التي تحاول جد بانتباه المستخدقين إلى السلعة أو
+
+298
+00:22:39,630 --> 00:22:43,880
+خدمة المنتجاتوعادة ما تعتمد المنظمة بيانات أو
+
+299
+00:22:43,880 --> 00:22:49,160
+معلومات حول المستهلكين والجيئة التسليقية بشكل عام
+
+300
+00:22:49,160 --> 00:22:53,460
+تستخدمها في نطاب أنواع مختلفة من الأساليب لغرض بيع
+
+301
+00:22:53,460 --> 00:22:57,460
+السلع والخدمةاللي بيجي عنا الترويج للمنتجات هو من
+
+302
+00:22:57,460 --> 00:23:01,440
+أكتر الأنشطة التسويقية اللي بتحاول جاذب انتباه
+
+303
+00:23:01,440 --> 00:23:05,080
+المستهلكين أنا عندي سلعة معينة، بدي أعرف أنا كيف
+
+304
+00:23:05,080 --> 00:23:08,960
+أروّج لهذه السلعة عشان أجذب انتباه المستهلكين
+
+305
+00:23:08,960 --> 00:23:13,720
+ويرضوا يشتريوا مني لسلعة أو خدمة، اه تفضلي انت
+
+306
+00:23:13,720 --> 00:23:16,960
+كمان كل احنا عندنا الأسعار، ماشي كتاب لك هنا؟بتم
+
+307
+00:23:16,960 --> 00:23:21,240
+استخدامها في أنواع عفو، بتعتمد على بيئات ومعلومات
+
+308
+00:23:21,240 --> 00:23:24,000
+المستهلك، المنظمة في التدريج ما بتعتمد على نفسها
+
+309
+00:23:24,000 --> 00:23:26,980
+هي و .. لأ، معلومات المستهلك، مثلا، النساء تفضل
+
+310
+00:23:26,980 --> 00:23:30,160
+مشاهدة المسلسلات التركية، من ساعة كذا لكذا، أنا
+
+311
+00:23:30,160 --> 00:23:35,680
+عندي منتجات نساية، بطلعهم فيها، بخلي اللقطة في
+
+312
+00:23:35,680 --> 00:23:37,900
+المسلسل خلاص، بروح طالع، زي القدرة المستهلكة، هي
+
+313
+00:23:37,900 --> 00:23:41,600
+هتكرهني، بس هتشوفوا، هتعرفوا أنا مين، ماشي، دلرجال
+
+314
+00:23:41,600 --> 00:23:46,020
+بيميلون لمشاهدة المنظرات قرت القدر، فده؟بروح بعمله
+
+315
+00:23:46,020 --> 00:23:49,340
+بيعي عن السيارات والطيارات وشغلتها دي، شغلت بمين
+
+316
+00:23:49,340 --> 00:23:54,660
+هو إلا، هذه بدها دراسة عفوكار، ماشي، الأطفال، اللي
+
+317
+00:23:54,660 --> 00:23:58,720
+لما ده الست بتدخل تشتري بلوزة لإبنها، بخليها
+
+318
+00:23:58,720 --> 00:24:02,420
+بتضعها كمية أغراض، بحط اللي .. اللي بتضعها فيه
+
+319
+00:24:02,420 --> 00:24:07,140
+أشكال مغرية للطفل، مابتمسك فيها الطفل، هي بتشده و
+
+320
+00:24:07,140 --> 00:24:08,940
+بيعيطيه، البريع يهوي الحناين
+
+321
+00:24:15,830 --> 00:24:18,970
+بنزله حاجات حلوة بصير روي لاملة مهم و تدفع، هذا
+
+322
+00:24:18,970 --> 00:24:22,850
+كله ترويجة، تفضلي بحكيت في قلبك سيزا سيمونيك واحد
+
+323
+00:24:22,850 --> 00:24:26,610
+واحد لما عمل روشفريف شركة مشركات اعلان، فكان عظظ
+
+324
+00:24:26,610 --> 00:24:30,730
+على واحد واحد ساعة ماشي، كل العالم ..تقريبًا أه
+
+325
+00:24:30,730 --> 00:24:33,890
+يعني كل عالم وجه أنظارها على اليهود كان ترويج ناجح
+
+326
+00:24:33,890 --> 00:24:39,630
+يعني أه بس هذا مهم جدًا بس تجيب الأرواح بتغطي أه
+
+327
+00:24:39,630 --> 00:24:44,970
+أرواح بتغطي فضلوا عندنا المزيج الترويجي وهو توليفة
+
+328
+00:24:44,970 --> 00:24:48,610
+من الطرق والأساليب تستخدم لترويج المونتاج يعني
+
+329
+00:24:48,610 --> 00:24:51,610
+الطرق والأساليب اللي أنا ممكن أروش فيها عن
+
+330
+00:24:51,610 --> 00:24:54,450
+المونتاج الاعتماد على طرف واحدة الترويج مش ناجح
+
+331
+00:24:54,450 --> 00:25:00,190
+لازم اتنوعي خصومات هدايا أطلعلك بفضاياتتلاقيني على
+
+332
+00:25:00,190 --> 00:25:03,950
+ال face هو اما تطلع تلاقيني فضل استخدم كذا طريقة
+
+333
+00:25:03,950 --> 00:25:08,790
+ماعنش
+
+334
+00:25:08,790 --> 00:25:12,830
+لاجة بصمة ال .. ال .. ال .. ال .. ال .. ال .. ال
+
+335
+00:25:12,830 --> 00:25:13,190
+.. ال .. ال .. ال .. ال .. ال .. ال .. ال .. ال ..
+
+336
+00:25:13,190 --> 00:25:13,270
+ال .. ال .. ال .. ال .. ال .. ال .. ال .. ال .. ال
+
+337
+00:25:13,270 --> 00:25:13,370
+.. ال .. ال .. ال .. ال .. ال .. ال .. ال .. ال ..
+
+338
+00:25:13,370 --> 00:25:13,970
+ال .. ال .. ال .. ال .. ال .. ال .. ال .. ال .. ال
+
+339
+00:25:13,970 --> 00:25:14,310
+.. ال .. ال .. ال .. ال .. ال .. ال .. ال .. ال ..
+
+340
+00:25:14,310 --> 00:25:16,850
+ال .. ال .. ال .. ال .. ال .. ال .. ال .. ال .. ال
+
+341
+00:25:16,850 --> 00:25:16,850
+.. ال .. ال .. ال .. ال .. ال .. ال .. ال .. ال ..
+
+342
+00:25:16,850 --> 00:25:16,850
+ال .. ال .. ال .. ال .. ال .. ال .. ال .. ال .. ال
+
+343
+00:25:16,850 --> 00:25:17,150
+.. ال .. ال .. ال .. ال .. ال .. ال .. ال .. ال ..
+
+344
+00:25:17,150 --> 00:25:22,690
+ال .. ال .. ال .. ال .. ال .. ال .. ال .. ال .. ال
+
+345
+00:25:23,070 --> 00:25:27,050
+عندنا التعبئة و التغليف وهي جميع الأنشطة المصممة و
+
+346
+00:25:27,050 --> 00:25:31,470
+المنتجة للعبوات أو الأوعياء الحاوية للمنتجات زي
+
+347
+00:25:31,470 --> 00:25:35,430
+عندنا مثلا مصنع بنتج شغلات مثلا العصير طبعا هتكون
+
+348
+00:25:35,430 --> 00:25:40,850
+التغليفة هي بتدل على المصنع أو اسم المنتج الاصل
+
+349
+00:25:40,850 --> 00:25:43,170
+جيبتيه ع سوريا يعني انت ان شاء الله هتعلم ماشي
+
+350
+00:25:43,170 --> 00:25:47,130
+تفضلحاطفة عليه عصير بلطقات طبعا اسم ال .. اسم
+
+351
+00:25:47,130 --> 00:25:51,530
+المونتاج اسم الشركة فيه بيانات اشبه نكتبها زي
+
+352
+00:25:51,530 --> 00:25:56,830
+المكونات، تاريخ الانتهاء، ماشي تفضلي احنا مين؟
+
+353
+00:25:56,830 --> 00:25:59,550
+مانكوش مجرو المونتاج طبعا شايفين اسمكوا جايبها
+
+354
+00:25:59,550 --> 00:26:03,970
+صورة موفقة نهجيتها اليسار، الـcoinة اليسار، هذه
+
+355
+00:26:03,970 --> 00:26:07,710
+بتجيب الطفل يعني هم اكشفتها، هتروح تمسك بيها، هذا
+
+356
+00:26:07,710 --> 00:26:11,310
+معنى انها تمسك بيها، واضح؟ لإن الطفل بالنسبة لنا
+
+357
+00:26:11,310 --> 00:26:13,270
+طريقة لجادب الـO، تفضلي
+
+358
+00:26:16,560 --> 00:26:20,200
+عنا رابع التوزيع، مين يقرأ؟ أخر واحد عندنا في ال
+
+359
+00:26:20,200 --> 00:26:24,500
+podcast اللي هو التوزيع ساميرا تستخدم منظمات
+
+360
+00:26:24,500 --> 00:26:27,900
+الأعمال اليوم النشاط التوزيعي كوسيلة فعالة لزيادة
+
+361
+00:26:27,900 --> 00:26:31,420
+المبيعات والحصة السوقية ولإيصال السلع والخدمات
+
+362
+00:26:31,420 --> 00:26:36,020
+لمختلف أنواع المستخدمين سواء أفراد أو أعمال فعند
+
+363
+00:26:36,020 --> 00:26:41,600
+التوزيع هو المهمة التي من خلالها يتم نقل السلعة من
+
+364
+00:26:41,600 --> 00:26:47,830
+مكان إنتاجها إلى السوقإلى مختلف أنواع المستخدمين
+
+365
+00:26:47,830 --> 00:26:52,970
+سواء كانوا أفراد أو عمال أو أعمال إذا التوزيع هي
+
+366
+00:26:52,970 --> 00:26:58,310
+ماذا بعد البيع؟ ماشيت لك شركة سيارة كيف هتصلت؟ أو
+
+367
+00:26:58,310 --> 00:27:01,390
+شركة حاجة من خارج البلد كيف هتصلت؟ طبعا هنا
+
+368
+00:27:01,390 --> 00:27:04,630
+التوزيع ممكن يكون تلزقة، ممكن يكون جملة، حسب طبيعة
+
+369
+00:27:04,630 --> 00:27:08,450
+إيش السلع، حسب طبيعة السلع، فضلي
+
+370
+00:27:13,080 --> 00:27:18,500
+عنا استراتيجيات التوزيع عنا أول واحدة التوزيع
+
+371
+00:27:18,500 --> 00:27:23,060
+الكثيف أو الشامل وهي استراتيجية تعتمد توزيع المنتج
+
+372
+00:27:23,060 --> 00:27:26,620
+بأكتر ما يمكن من قنوات توزيعية و بصورة شمالية يعني
+
+373
+00:27:26,620 --> 00:27:29,580
+ممكن أنا أعرض المنتج تبعي في السوق عن طريق
+
+374
+00:27:29,580 --> 00:27:33,780
+الانترنت ال social media عنا الاستراتيجية التانية
+
+375
+00:27:33,780 --> 00:27:39,740
+اللي هو التوزيع الحصري حصر توزيع المنتجات التوزيع
+
+376
+00:27:39,740 --> 00:27:45,010
+الكثيف أو الشاملهنا يا أخوات لما نروح نوصل لبضاعة
+
+377
+00:27:45,010 --> 00:27:48,690
+للمحلات اللي هتبيعها بروح هوز واحدة و واحدة تانية
+
+378
+00:27:48,690 --> 00:27:52,690
+زي مثلا تكوني ماشية في الشارع بتلاقي سيارات مكتوب
+
+379
+00:27:52,690 --> 00:27:55,530
+عليها شاحنات Coca Cola جاعت بنزل عصير، بنزلش
+
+380
+00:27:55,530 --> 00:28:00,510
+كرتون، كمية كبيرة، هما نسميه توزيع مكتف، وده كل
+
+381
+00:28:00,510 --> 00:28:04,890
+المحلات أو كل أصحاب البنقلات و سوا ماركت اللي في
+
+382
+00:28:04,890 --> 00:28:09,150
+المكان ببيعوا Cola بروح وازعليهمما أنا بسميه توزيع
+
+383
+00:28:09,150 --> 00:28:13,990
+أيش؟ ممكن تفضلي عندنا التوزيع الحصري وهو حصر توزيع
+
+384
+00:28:13,990 --> 00:28:17,810
+المنتجات وحقوق بيعها بعدد محدود من تجار الجملة
+
+385
+00:28:17,810 --> 00:28:21,650
+والتجزئة في إطار منطقة جغرافية معينة يعني أنا عندي
+
+386
+00:28:21,650 --> 00:28:25,690
+منتج بديش أوزعه على كل التجار في المنطقة بإن في
+
+387
+00:28:25,690 --> 00:28:29,030
+عندي تجار معينة هدي بوزع عليهم المنتج اللي هي
+
+388
+00:28:29,030 --> 00:28:32,130
+توكيلات السيارات يعني لأن أفضل مثال عليها اللي هي
+
+389
+00:28:32,130 --> 00:28:35,970
+توكيلات السيارات أو الجوالات كانت مثلا هنا توكيلة
+
+390
+00:28:35,970 --> 00:28:39,260
+شركةهونداي خلاص مانحدش يبيع سيارات ل هونداي من
+
+391
+00:28:39,260 --> 00:28:42,400
+اليوم هي هناك لو سألت اه وكيل حصري ان هو اسم
+
+392
+00:28:42,400 --> 00:28:46,240
+التوازيه حصري لو بديك شركة مادة ما بديتش تشتري
+
+393
+00:28:46,240 --> 00:28:49,620
+سيارة BMW يقولهم وازع واحد بس لأ طبعا من الشركة
+
+394
+00:28:49,620 --> 00:28:52,620
+الأم مابيحجش هو فده .. اصلا ماباعتوش اللي هو بفشل
+
+395
+00:28:52,620 --> 00:28:54,960
+ماباعتوش اللي هو هذا ماباعتوش اللي هو سيارة ..
+
+396
+00:28:54,960 --> 00:28:58,640
+الشركة هذه هذا اسم التوازيه حصري معناه يعني وانتي
+
+397
+00:28:58,640 --> 00:29:05,660
+وكيلة حصرية لماركات كذا في السوق خلاصماشي الباقي
+
+398
+00:29:05,660 --> 00:29:09,940
+لا يحرط لو أنه يجيب نفس السلع، تضايق عنا التوزيع
+
+399
+00:29:09,940 --> 00:29:14,180
+الانتقالي وهو اختيار عدد قليل من تجار الجملة أو
+
+400
+00:29:14,180 --> 00:29:19,560
+التجزئة الذين يعطونا عناية كبيرة للمنتجات اشرحيها
+
+401
+00:29:19,560 --> 00:29:26,160
+اشرحيها انا التوزيع
+
+402
+00:29:26,160 --> 00:29:30,280
+الانتقالي مثلا زي مثلا نعطيكي ها دي بتختلف عن
+
+403
+00:29:30,280 --> 00:29:36,520
+الحصل مثلا بعطيكي شمبوهات مش توقع سؤالالسلسل اللي
+
+404
+00:29:36,520 --> 00:29:40,600
+كتابتها هنا علشان كنت ممكن نحكي عن السلسل فإنتي
+
+405
+00:29:40,600 --> 00:29:44,140
+لما تجيب الشرح عنه تقول إن كل الناس أشتره، إذا
+
+406
+00:29:44,140 --> 00:29:49,580
+إنتي هنا إبداعتي هذه السلع زيادة في الترويج، زيادة
+
+407
+00:29:49,580 --> 00:29:52,420
+في الشرح عنها للناس اللي مقتنعوا فيها، لو استخدمت
+
+408
+00:29:52,420 --> 00:29:56,140
+كريم شعر كذا، شعر الناس هتصدق، هتروحش هيلاها، هذا
+
+409
+00:29:56,140 --> 00:29:59,800
+المقصود بإن هم بيتهموا بالمونتاج، يعني إنت أيواش
+
+410
+00:29:59,800 --> 00:30:03,240
+عايزة برضان، بروح بطول برضان، مركز معين، وبيقنعك
+
+411
+00:30:03,240 --> 00:30:06,770
+في اللي بتروحش هيومر،هذا المقصود بالتوزيع
+
+412
+00:30:06,770 --> 00:30:10,210
+الانتقالي أني بركز على المسوق نفسه هو اللي يقنع
+
+413
+00:30:10,210 --> 00:30:14,690
+الناس بالسلع فضل التوزيع المادى وهو الأنشطة
+
+414
+00:30:14,690 --> 00:30:18,410
+الضرورية لتحريك المنتجات بكفاءة من المنتج إلى
+
+415
+00:30:18,410 --> 00:30:21,130
+المستهلك يعني هى الأساليب اللى ممكن أنا أستخدمها
+
+416
+00:30:21,130 --> 00:30:27,250
+عشان أسوق هذا المنتج إلى المستهلك التوزيع المادى
+
+417
+00:30:27,250 --> 00:30:31,910
+كيف نوصلك السلع زى ما ده وحكينا يا أخوات ممكن نحط
+
+418
+00:30:31,910 --> 00:30:35,230
+ع الشانبو صابونة مجانا بتروح نشتريه فرحانة على
+
+419
+00:30:35,230 --> 00:30:39,920
+صابومع جول أسنان، مع فولشا، هذا المقصود فيه، خُد
+
+420
+00:30:39,920 --> 00:30:42,560
+يبقى إن هي التوزيع و التوويج مع بعض، بيجي مع بعضهم
+
+421
+00:30:42,560 --> 00:30:46,640
+مع بعض، باكيد الشاي مينامك، يالا السعادة، واضح؟ أو
+
+422
+00:30:46,640 --> 00:30:52,200
+شاي أخضر، هذا المقصود فيه الخزن أو الاستيداع هو
+
+423
+00:30:52,200 --> 00:30:55,700
+عملية الاحتفاظ بالمنتجات في مخازن تتلقم مع طبيعة
+
+424
+00:30:55,700 --> 00:30:59,620
+المنتج، يعني أنا أوفر مخازن لهذه المنتجات تتلقم مع
+
+425
+00:30:59,620 --> 00:31:02,180
+طبيعة المنتج، يعني مش أنا أحط في مخزن مثلا مافيش
+
+426
+00:31:02,180 --> 00:31:05,260
+فيه إضاءة، مافيش فيه تهوية، فعندي المنتج ممكن يفسد
+
+427
+00:31:06,420 --> 00:31:08,760
+المنتج بيغلبنا في الحفظ اللي هو المنتجات الموال
+
+428
+00:31:08,760 --> 00:31:12,880
+الغرائية اللحوم و البيب و الشغالات هالي الألبان
+
+429
+00:31:12,880 --> 00:31:16,400
+بالذات بتفسدوا بصحة فلازم يكون عندها درجة تبريد أو
+
+430
+00:31:16,400 --> 00:31:21,020
+درجة حرارة 24 ساعة لو مقطعت شوية سميرة بتفسد الشغل
+
+431
+00:31:21,020 --> 00:31:26,420
+فلازم أدرس منتج كويس و للمعرف أنه فسد يكون عنده
+
+432
+00:31:26,420 --> 00:31:29,740
+دين و أخلاق و أطلع من المحل مش هبيعه مصر الساعات و
+
+433
+00:31:29,740 --> 00:31:33,320
+أكتب عروض بيجي يالسان بعرف أشياء قرائحان بشيل و
+
+434
+00:31:33,320 --> 00:31:36,230
+بقول او بيأخد بكرة بلادين القبيلة ده من الدنياأو
+
+435
+00:31:36,230 --> 00:31:40,090
+خربات، كيف بتعملها هي؟ واضح؟ مجرد ما فساد السلع
+
+436
+00:31:40,090 --> 00:31:45,090
+يجب الخراجها من المحلات، حضرينا عنا أخيرا النقل، و
+
+437
+00:31:45,090 --> 00:31:49,130
+هو شحن المنتجات وتحريكها باتجاه المستهلكين أن أنا
+
+438
+00:31:49,130 --> 00:31:53,230
+كيف أوصل هذه المنتج إلى المستهلكين، سواء محلات أو
+
+439
+00:31:53,230 --> 00:31:56,050
+أفراد أو منظمات طب الأول حاجة بنجيبها، ده كانت
+
+440
+00:31:56,050 --> 00:32:00,450
+مستوردة من الخارج، بنشوف مثلا عندك الصوص هذا، تبع
+
+441
+00:32:00,450 --> 00:32:05,030
+الفرخة، في دول بتستور ده، كيف بيشحنوه بقى الصوص
+
+442
+00:32:05,030 --> 00:32:11,030
+هذا؟الصوص الأصفر اللي بيطلع من البيضة كيف بيشحن؟
+
+443
+00:32:11,030 --> 00:32:18,030
+يحلق في الهواء؟ اقفز؟ ماشي قاعد دافعة انت رابط في
+
+444
+00:32:18,030 --> 00:32:22,670
+سفينة ولا في قطار؟ لأ الصوص هذا بتشحنه بطائرات
+
+445
+00:32:22,670 --> 00:32:25,750
+ليش؟ لأن أول يوم بيطلع من البيضة، بيكون جودة
+
+446
+00:32:25,750 --> 00:32:30,130
+عالية، تاني يوم جودته بتقل الصوص، ماشي؟ فبتلاقي ..
+
+447
+00:32:30,130 --> 00:32:32,570
+يعني الصوص هذا العزوز اللي أنت شايفه على سوريشة
+
+448
+00:32:33,680 --> 00:32:37,240
+فأنا بديها جودة عالية فببطيران بنقلوه من بلد لبلد
+
+449
+00:32:37,240 --> 00:32:40,020
+بحطوه في كراتين معينة و في درجة معينة و بركب
+
+450
+00:32:40,020 --> 00:32:43,640
+الطيارة من غير تذاكر ولا جوازان سفر أو بصنع في
+
+451
+00:32:43,640 --> 00:32:49,680
+مثلا السيارات مش هتخرج فممكن نشحنها بالسفر واضح؟
+
+452
+00:32:49,680 --> 00:32:53,120
+او بالسيارات المواد الغذائية .. الغذائية احنا عشان
+
+453
+00:32:53,120 --> 00:32:55,940
+نسافر من طرف أو غزر مش بس كتير بعيدة بشحنوها
+
+454
+00:32:55,940 --> 00:33:00,240
+بالشاحنات لكن دول تانية لأ في عندنا ميناء زى ما
+
+455
+00:33:00,240 --> 00:33:04,200
+انت عارفة تجارية طوال 24 ساعة شغالةالإبضاع اللي
+
+456
+00:33:04,200 --> 00:33:08,080
+بتاخد وجه زي السمنك و الحجارة مش هتفسد، بظلم، مش
+
+457
+00:33:08,080 --> 00:33:11,700
+مشكلة، بستفينة، أما اللي بتفسد مش هنوضب طيران
+
+458
+00:33:11,700 --> 00:33:16,000
+التجارة، اللي هو الزور، ممتاز، البيض، شغل أقل،
+
+459
+00:33:16,000 --> 00:33:17,100
+اللحوم، فضل
+
+460
+00:33:35,920 --> 00:33:38,420
+لأ، واجهيني على اللي توقف، أيوة وعلامة التجارية
+
+461
+00:33:38,420 --> 00:33:44,480
+نيجي عندنا للعلامات التجارية، تعريف العلامة توقف
+
+462
+00:33:44,480 --> 00:33:47,440
+لما اسمكوا كان بعارض عصير، قلتلكوا لازم يحطوا
+
+463
+00:33:47,440 --> 00:33:50,080
+علامتكم واسم الشركة تشوفوا مع بعض، هل العلامة هي
+
+464
+00:33:50,080 --> 00:33:54,060
+نفس الاسم اللي واحد الحاجب؟ صحيح هي اسم أو رمز أو
+
+465
+00:33:54,060 --> 00:33:58,440
+تصميم أو أي تويجة هي ماركة تساعد على تشخص المنتج
+
+466
+00:33:58,440 --> 00:34:02,340
+وإعطاءه هوية مختلفة عن المنتجات المنافسة الأخرى
+
+467
+00:34:03,040 --> 00:34:06,200
+يعني عندنا العلامة هي رمز أو تصميم زي عندنا مثلا
+
+468
+00:34:06,200 --> 00:34:14,280
+Mercedes اللي لها رسمة معينة هي هيك أو عندنا شركة
+
+469
+00:34:14,280 --> 00:34:17,540
+Apple اللي هي اللي إيه ده تفاحة منهم تساعد على
+
+470
+00:34:17,540 --> 00:34:23,040
+تشخيص ال .. تشخيص المنتج فإحنا مجرد ما نشوف هذه
+
+471
+00:34:23,040 --> 00:34:26,940
+العلامة بنعرف هي لأي شركة مش شركة علامة هو اتقاط
+
+472
+00:34:26,940 --> 00:34:31,760
+هوية مختلفة زي اللي هو ناخد مدرح جوال بلازم نتصلها
+
+473
+00:34:31,760 --> 00:34:36,090
+زي العلمةماشي، فالعلامة هي الماركة سواء كانت اسم
+
+474
+00:34:36,090 --> 00:34:39,910
+أو رمز أو تصميم تتخذل واحد، بس هي ماحش شغل بيعرف
+
+475
+00:34:39,910 --> 00:34:45,730
+أنه هذه صناعة كذلك، تفضلي تمام، عندنا العلامة
+
+476
+00:34:45,730 --> 00:34:49,950
+التجارية وهي اسم ورمز العلامة المسجلان في أسجلات
+
+477
+00:34:49,950 --> 00:34:53,770
+القانونية في بلد ما، يعني علامة تجارية إلها اسم
+
+478
+00:34:53,770 --> 00:34:58,290
+ورمز معنى، زي Adidas اللي بحطوا اسم و الرسمة فوق
+
+479
+00:34:58,290 --> 00:35:04,160
+الاسم، و تكون محمية بالاسم، زي Nokiaزي سامسونج،
+
+480
+00:35:04,160 --> 00:35:06,560
+ماشي، الاسم هو نفس العلامة، بيكونوا مغيّرون يوم
+
+481
+00:35:06,560 --> 00:35:11,560
+حرف صغير زي LG، منتجات LG، حرف صغير متغير، خلاصيها
+
+482
+00:35:11,560 --> 00:35:15,920
+العلامة، خُلّي بالك العلامة التجارية حصريًا لصاحب
+
+483
+00:35:15,920 --> 00:35:19,300
+المونتاج، في حال أحد يقيد العلامة، هي تطلع مقاداته
+
+484
+00:35:19,300 --> 00:35:23,280
+قانونية لإن تعتبر صادقة زي demand لأفحاس داري
+
+485
+00:35:23,280 --> 00:35:30,220
+الكتاب؟ أه، مثلا علامة مرئية زي ال Adidas
+
+486
+00:35:33,660 --> 00:35:40,780
+المرسيدس؟ في عندنا علامة اللي هي نصية مثلا زي
+
+487
+00:35:40,780 --> 00:35:46,260
+الفيسبوك في
+
+488
+00:35:46,260 --> 00:35:51,860
+عندنا
+
+489
+00:35:51,860 --> 00:35:57,580
+علامة اللي هي حرفية زي
+
+490
+00:35:57,580 --> 00:35:58,180
+اللي عندنا ال HP
+
+491
+00:36:02,340 --> 00:36:07,920
+و في عندنا علامة اللي هي مزيجية أو مزيج اللي هي
+
+492
+00:36:07,920 --> 00:36:18,480
+حرف فيها و نص زي حكينا القديدس Coca Cola إيش
+
+493
+00:36:18,480 --> 00:36:23,680
+مصنفها من ضمن هدول Coca
+
+494
+00:36:23,680 --> 00:36:25,740
+Cola اسم علامة؟ اسمه علامة
+
+495
+00:36:28,400 --> 00:36:31,440
+عندنا الاسم التجاري اللي هو الاسم الكامل القانوني
+
+496
+00:36:31,440 --> 00:36:35,220
+للمنظمة، هذا الاسم هو خاص في الشركة المعينة زي
+
+497
+00:36:35,220 --> 00:36:40,300
+شركة أبل من الأجهزة الإلكترونية، شركة سوني، هذه
+
+498
+00:36:40,300 --> 00:36:43,060
+أسماء عالية، بس لازم تستجر برضه في السجن التجاري
+
+499
+00:36:43,060 --> 00:36:46,940
+وأيضا لو حد استخدم الاسم دون علمناه يحقق له نمو
+
+500
+00:36:46,940 --> 00:36:49,360
+قضاة، وخد بالك العالم التجاري أو الاسم التجاري
+
+501
+00:36:49,360 --> 00:36:53,440
+يحقق له صاحبه مبيعه ويتنازل عن ملكيتهم
+
+502
+00:36:57,140 --> 00:37:03,560
+فيها أنا مجموعة صور زي ما صنعنا Coca-Cola عندنا
+
+503
+00:37:03,560 --> 00:37:08,740
+شركة Sony وMicrosoft ليش هدولة Microsoft؟ ليش هذي؟
+
+504
+00:37:08,740 --> 00:37:15,280
+لو شوفتيها عايزة تتذكر؟ اللي هو البرامج صحيح ماشي
+
+505
+00:37:15,280 --> 00:37:22,580
+ماشي Sony اللي هي الجوالات Coca-Cola وهي
+
+506
+00:37:22,580 --> 00:37:23,460
+عندنا ال Mercedes
+
+507
+00:37:27,380 --> 00:37:35,720
+هو يعني الفيسبوك و جوجل و اليوتيوب كانوا
+
+508
+00:37:35,720 --> 00:37:39,180
+على طول الذاكرة كاميرات تصوير بس يعني نفسنا ما
+
+509
+00:37:39,180 --> 00:37:44,220
+خلصناش فيزا
+
+510
+00:37:44,220 --> 00:37:51,200
+فيزا هي ال visa card أه بطاقات الاقتماع كوكاكولا
+
+511
+00:37:51,200 --> 00:37:59,010
+عارفينها و أنا شركة قبلبرينجلز حافظينه باريو باريو
+
+512
+00:37:59,010 --> 00:38:09,870
+باريو باريو باريو باريو باريو باريو
+
+513
+00:38:09,870 --> 00:38:13,290
+باريو باريو باريو باريو باريو باريو باريو باريو
+
+514
+00:38:13,290 --> 00:38:13,290
+باريو باريو باريو باريو باريو باريو باريو باريو
+
+515
+00:38:13,290 --> 00:38:13,290
+باريو باريو باريو باريو باريو باريو باريو باريو
+
+516
+00:38:13,290 --> 00:38:13,290
+باريو باريو باريو باريو باريو باريو باريو باريو
+
+517
+00:38:13,290 --> 00:38:13,290
+باريو باريو باريو باريو باريو باريو باريو باريو
+
+518
+00:38:13,290 --> 00:38:21,530
+باريو باريو باريو باريو باريو
+
+519
+00:38:21,530 --> 00:38:22,890
+ب
+
+520
+00:38:25,980 --> 00:38:29,460
+أنواع العلمات أو العلمات العائلية تمكن أقوم
+
+521
+00:38:29,460 --> 00:38:34,500
+بالمظلة مظلة
+
+522
+00:38:34,500 --> 00:38:38,500
+يعني
+
+523
+00:38:38,500 --> 00:38:41,780
+في عندنا شركة معينة إلها كذا منتج بتنفرد فيهم
+
+524
+00:38:41,780 --> 00:38:46,960
+خاصين فيها زي ما قولنا بيه سوني سامسونج
+
+525
+00:38:50,130 --> 00:38:53,650
+السامسونج في كذا نوع جوال فيها عندنا العلامة
+
+526
+00:38:53,650 --> 00:38:57,970
+الفردية سميرة سامسونج بتعمل جوالات هي بتعمل إيش
+
+527
+00:38:57,970 --> 00:39:01,930
+تاني طابعات مثلا كمان التصوير إذا أه بصير عليه إذا
+
+528
+00:39:01,930 --> 00:39:05,890
+بس جوال لأ مابتكونش عليه طبعا سامسونج عائلنا هي
+
+529
+00:39:05,890 --> 00:39:09,450
+بتاعة متخطط إنتاج تفضل ممكن شركة مارسيدس يعني
+
+530
+00:39:09,450 --> 00:39:14,050
+بتعمل سيارات شحنأه بس كلهم سيارات لأ بس خد مالك
+
+531
+00:39:14,050 --> 00:39:17,790
+الان سامسونج بتعمل مثلا سامسونج جوالات خط إنتاج
+
+532
+00:39:17,790 --> 00:39:21,530
+الجوالات مختلف عن خط إنتاج الطابعات خط إنتاج
+
+533
+00:39:21,530 --> 00:39:24,310
+الطابعات مختلف عن خط إنتاج الكاميرات التصوير
+
+534
+00:39:24,310 --> 00:39:28,730
+فبنسميها هذه كلها عائلية شركة واحدة بس عندها شوية
+
+535
+00:39:28,730 --> 00:39:31,470
+خطوات إنتاج مختلفة عن بعض لكن لما نكون مصير
+
+536
+00:39:31,470 --> 00:39:37,910
+السيارات بس نعملش مثلا جوالات لأ ملاش فضل مين
+
+537
+00:39:37,910 --> 00:39:42,510
+تقرأ؟ حالة؟معنش زي إيه إذا ما كنا كان شركة نداء
+
+538
+00:39:42,510 --> 00:39:46,850
+للأجهزة الكهربائية، إيش مخطوعة بالك؟ غير لما تكون
+
+539
+00:39:46,850 --> 00:39:53,530
+شركة نداء للتلاجات زي شركة ضمان، بيها كذا .. لكذا
+
+540
+00:39:53,530 --> 00:39:56,430
+حاجة عالية، لحاجة واحدة، لأ مش عالية، تفضل
+
+541
+00:39:56,430 --> 00:39:59,910
+العلامات الفردية علامة .. علامة تخص منتج واحد محدد
+
+542
+00:39:59,910 --> 00:40:03,930
+مثل Nokia M71 زي ما حكينا، اللي هي علامة فردية
+
+543
+00:40:03,930 --> 00:40:07,830
+بتخص منتج واحد زي مثلا شركة Samsungلأ سامسونج
+
+544
+00:40:07,830 --> 00:40:13,230
+عقلية ماسكش سامسونج لفه سامسونج عقلية طب حكيتيني
+
+545
+00:40:13,230 --> 00:40:18,710
+مش عقلية لأ حكيتيني انها خط إنتاج معين لأ اشهر انا
+
+546
+00:40:18,710 --> 00:40:21,190
+بقول دلوقت سامسونج في منها خط إنتاج جوالات و
+
+547
+00:40:21,190 --> 00:40:25,530
+سامسونج للطابعات أكتر و سامسونج للتصميم للإنتاج
+
+548
+00:40:25,530 --> 00:40:31,210
+خطوطان عقلية لكن مثلا لما نقول أبل للجوالات و نص
+
+549
+00:40:31,210 --> 00:40:36,130
+كت بكون فردية بس معناها جوالته ع سبيل المثال فضل
+
+550
+00:40:36,660 --> 00:40:39,500
+عنا العلامة الوطنية اللي هي علامة المنشأ أو المصنع
+
+551
+00:40:39,500 --> 00:40:43,300
+زي ما إنا مصنع معين بنشق .. بنشق منتج .. أه ..
+
+552
+00:40:43,300 --> 00:40:47,820
+سلعة معينة العودة .. ماشي العلامة الوطنية اللي
+
+553
+00:40:47,820 --> 00:40:51,660
+بتكون داخل بيت معينة ماشي يقولنا زي مصنع العودة
+
+554
+00:40:51,660 --> 00:40:55,600
+مثلا زي بيونير فدولة وطنيان لإنها تدخل مكان معين،
+
+555
+00:40:55,600 --> 00:40:59,940
+فضل، زي جوانب عنا العلامة الخاصة وهي علامة خاصة
+
+556
+00:40:59,940 --> 00:41:03,120
+بالأسواق ومنافس التوزيع مش عارفة
+
+557
+00:41:07,340 --> 00:41:09,840
+العلامة الخاصة إيه ال association هنا يا أخي؟
+
+558
+00:41:09,840 --> 00:41:16,020
+بقولنا مثلا توكيل هنداي، أه هذا وكيل سيارات هنداي
+
+559
+00:41:16,020 --> 00:41:19,200
+في البلد، خلاص، هذا المفروض العلامة الخاصة يعني،
+
+560
+00:41:19,200 --> 00:41:23,860
+إن اختصافه بس هذه الشرقة، بروحش يكتب هنداي
+
+561
+00:41:23,860 --> 00:41:26,760
+ومنسيليس، إيه الجبل اللي عادي؟ لأ، منسيليس لحاله
+
+562
+00:41:26,760 --> 00:41:28,520
+واندا لأمان، هذا المفروض بالعلامة الخاصة
+
+563
+00:41:31,690 --> 00:41:34,950
+نيجي لسمات العلامة الجارية، مين حاب يقرأ؟ يعني لو
+
+564
+00:41:34,950 --> 00:41:37,910
+طلعتوا على الـmetal اللي زمدكوا توجبته على الشريحة
+
+565
+00:41:37,910 --> 00:41:43,010
+الأرضية، ممكن تطولوا السمات ممكن تراجعينها الصورة
+
+566
+00:41:43,010 --> 00:41:48,770
+تطلعوها الصورة اللي فيها كذا متال، أيوة، إيش رأيك؟
+
+567
+00:41:48,770 --> 00:41:55,970
+Coca Cola إيش ماله؟ واضح، واضح، سجليهم لو سمحتم،
+
+568
+00:41:55,970 --> 00:41:57,310
+معقد؟
+
+569
+00:41:59,020 --> 00:42:10,360
+بسيط لازم يكون واضح بسيط الشكل جدام ايوه واضح بسيط
+
+570
+00:42:10,360 --> 00:42:19,300
+يدل ع الشيء هو Coca هذا اسم لكن Cola هي أصلها Cola
+
+571
+00:42:19,300 --> 00:42:22,120
+خلاص هو الواحدة في العالم اللي بتدلك Cola إيش كمان
+
+572
+00:42:22,120 --> 00:42:24,940
+جدام حكوا جدام للبنات حصلي الشركة اللي مانت ع
+
+573
+00:42:24,940 --> 00:42:26,740
+الكلام اللي مانت مع الكلام اللي مانت مع الكلام
+
+574
+00:42:26,740 --> 00:42:27,980
+ايوة حصلي
+
+575
+00:42:30,800 --> 00:42:35,560
+التجارب تكون حصنية إيه فيها واحدة؟ مايكون مستقبل
+
+576
+00:42:35,560 --> 00:42:39,960
+المونتاج .. إيه علاقة بالمونتاج؟ طبعا مايكونش
+
+577
+00:42:39,960 --> 00:42:43,940
+مخالف لقوانين الدولة أو العراف .. مقبولة عالم ..
+
+578
+00:42:43,940 --> 00:42:47,920
+أيوة مقبولة هنا .. ماعملش علامة .. علامة هتعمل
+
+579
+00:42:47,920 --> 00:42:52,460
+مشاكل .. لأ بدناش مشاكل .. سهل التدكر يعني .. أيوة
+
+580
+00:42:52,460 --> 00:42:55,300
+سهل التدكر .. ممتاز .. و أنا بتشوف المدرب اللي
+
+581
+00:42:55,300 --> 00:43:00,300
+بتعمل هذا شبسي .. مش هقولي سيارةماشي، حطيه مع
+
+582
+00:43:00,300 --> 00:43:08,980
+الشرف نشوف، لإن هذا اصلا ت .. تفضلي نجلسمات
+
+583
+00:43:08,980 --> 00:43:12,000
+العالمات التجارية، قرأ اسمها قرسمات العالمات
+
+584
+00:43:12,000 --> 00:43:15,360
+التجارية، واحد ان تكون بسيطة و يمكن تتكلم و واحد
+
+585
+00:43:15,360 --> 00:43:18,960
+بسيطة و واضحة و .. اخو .. ماشي يا أخو واحد كام
+
+586
+00:43:18,960 --> 00:43:21,780
+قبلنا؟ اربعة، تمانية، تمانية واحد واحدية و تمانية،
+
+587
+00:43:21,780 --> 00:43:25,790
+بسيطة و يمكن تتكلم هو احد2. أن تكون متاحة بمعنى
+
+588
+00:43:25,790 --> 00:43:29,710
+أنه لم يسبق لجهة أخرى أن اعتمدت عليها تكون حصري ..
+
+589
+00:43:29,710 --> 00:43:33,450
+حصري؟ خمسة .. خمسة 3. أن تكون مناسبة ومتطابقة
+
+590
+00:43:33,450 --> 00:43:37,490
+بالمنتج ودعمه في دائرة الغروب أن تكون لها علاقة
+
+591
+00:43:37,490 --> 00:43:42,070
+بالمنتج أربع 4. أن تكون مقبولة عالميا ولا توجد
+
+592
+00:43:42,070 --> 00:43:44,950
+فيها كلمات تثير إشكالية من ناحية الثقافة أو
+
+593
+00:43:44,950 --> 00:43:48,390
+الأعمال أو الأخلاق حضارة 3 و7 فهي مقبولة عالميا
+
+594
+00:43:48,390 --> 00:43:50,670
+وليد على الشركة
+
+595
+00:43:53,140 --> 00:43:56,080
+تحكي فيه عن ناس معينين تجيبهم؟ لأ مبسوط، ماري أطلع
+
+596
+00:43:56,080 --> 00:44:09,160
+عليك هل
+
+597
+00:44:09,160 --> 00:44:13,680
+ممكن يستخدم الغلاف لتوريش؟ مثلا هو نفسه توريش، هو
+
+598
+00:44:13,680 --> 00:44:15,120
+بيحفظ رضاعة ومنها عشرة
+
+599
+00:44:32,090 --> 00:44:37,190
+يالا سامية ايش رايك؟ دايما انت ايش القصف عندك
+
+600
+00:44:37,190 --> 00:44:43,170
+ماعرفش ليش انت بتحكي و هم وراك ايه انت فلاشك؟ هاي
+
+601
+00:44:43,170 --> 00:44:47,890
+فلاش ال data مش مبينة عشان انا رجليه، ماشي تفضلي
+
+602
+00:44:47,890 --> 00:44:51,530
+شوف الفلاش هذا مين؟ طبعا هذا فلاش قديم
+
+603
+00:45:09,210 --> 00:45:15,370
+هل أنتي كإنسان منزل يشتري بوش عندك لما هو بيشتري
+
+604
+00:45:15,370 --> 00:45:19,150
+شاطر في المفاوضات و لا خلاص شيله وامشي؟ بتنزلش في
+
+605
+00:45:19,150 --> 00:45:25,070
+ريج البايع؟ أكيد؟ أعطينا مثلًا شريتي حاجة و حسيت
+
+606
+00:45:25,070 --> 00:45:28,710
+أن نفسك منتصرة في السعة؟ في الملابس مثلًا، لازم
+
+607
+00:45:28,710 --> 00:45:32,050
+أقعد أقعد أقعد أقعد أقعد أقعد أقعد أقعد أقعد أقعد
+
+608
+00:45:32,050 --> 00:45:32,990
+أقعد أقعد أقعد أقعد أقعد أقعد أقعد أقعد أقعد أقعد
+
+609
+00:45:32,990 --> 00:45:34,470
+أقعد أقعد أقعد أقعد أقعد أقعد أقعد أقعد أقعد أقعد
+
+610
+00:45:34,470 --> 00:45:39,900
+أقعد أقعد أقعد أقعد أقعد أقعد أقعدبتطلع مبسوطة
+
+611
+00:45:39,900 --> 00:45:44,360
+عارفة ان هو أدعى علم بالدراسة علم المفاوضات طب
+
+612
+00:45:44,360 --> 00:45:48,600
+الحمد لله صح امشرك في المحاضرة كويس مبسوطة عليها
+
+613
+00:45:48,600 --> 00:45:53,300
+كانت استخدامات وسائل كويسة استخدامات ال law
+
+614
+00:45:53,300 --> 00:45:56,460
+استخدامات الأمسي ضرب الأمسي ضرب اللي كانت ممتعة
+
+615
+00:45:56,460 --> 00:45:59,940
+ضربة الأمسي ضرب النبرحان صحيح امشرك في المحاضرة
+
+616
+00:45:59,940 --> 00:46:01,200
+امشرك في المحاضرة امشرك في المحاضرة امشرك في
+
+617
+00:46:01,200 --> 00:46:02,680
+المحاضرة امشرك في المحاضرة امشرك في المحاضرة امشرك
+
+618
+00:46:02,680 --> 00:46:04,240
+في المحاضرة امشرك في المحاضرة امشرك في المحاضرة
+
+619
+00:46:04,240 --> 00:46:10,950
+امشرك في المحاضرة امشرك في المماشي، شاطرة في شراء
+
+620
+00:46:10,950 --> 00:46:15,190
+السلع؟ كويسة، مش كتير كتير، بس كويسة يعني بتشيليش
+
+621
+00:46:15,190 --> 00:46:17,490
+أبقى ضالك ماشية، لازم تبدي رأيك؟ أبقى ضالة، بس
+
+622
+00:46:17,490 --> 00:46:22,190
+مالكيش طولة بال يعني مالكيش طولة بال أطولي كتير،
+
+623
+00:46:22,190 --> 00:46:29,830
+يعني خلول okay خلول الموضوع حلو من الواقع صحيح طيب
+
+624
+00:46:29,830 --> 00:46:32,670
+شاطرة في التسويق ولا كيف؟ لأ في الشراء، في حتة
+
+625
+00:46:32,670 --> 00:46:33,050
+الشراء
+
+626
+00:46:37,430 --> 00:46:42,950
+أنا خايف أقولك مدحّل و بسلم عليك مثلا
+
+627
+00:46:42,950 --> 00:46:48,730
+شري لبنتك مشالله top جدّاش نزلت فيه؟
+
+628
+00:46:48,730 --> 00:46:57,910
+ماخدتش الخمسة؟ غلبت كده فلمّا
+
+629
+00:46:57,910 --> 00:47:01,850
+جالك بعشرة شيلتي بعشرة واحدة تانية بتقوله بخمسة و
+
+630
+00:47:01,850 --> 00:47:03,010
+يمكن كمان باربع و نص
+
+631
+00:47:09,090 --> 00:47:11,710
+أه بس هو أصلا مبخيص مش محتاج تفاوض يعني بس في ستات
+
+632
+00:47:11,710 --> 00:47:17,850
+لازم تتفاوض خلاص ماتفتاحش نفسي هنا شرف أه بسيط
+
+633
+00:47:17,850 --> 00:47:22,950
+ماضي استوعبتي عن الموضوع أه استوعبتي على الواقع طب
+
+634
+00:47:22,950 --> 00:47:26,770
+الحمد لله هل أنت شاطرة في مسألة التفاوض على السعر
+
+635
+00:47:26,770 --> 00:47:30,490
+ولا بتشتي وضلك ماشية مسكينة لأ هو أنا أصلا نادرة
+
+636
+00:47:30,490 --> 00:47:33,490
+بنتي لحالي أه مين بتاخدي معاكي العصابة ولا مين ..
+
+637
+00:47:33,490 --> 00:47:37,830
+لأ أنا و الماضي هي اللي بتفاوض انت واقفة عيش ضيف
+
+638
+00:47:37,830 --> 00:47:44,640
+شرفالمهم اللي هي المسؤولة
+
+639
+00:47:44,640 --> 00:47:47,380
+التفاوض في البيت، شاطرة في المفاوضة؟ الستات على
+
+640
+00:47:47,380 --> 00:47:55,020
+فكرة شاطرين، ايوة شاطورة، ايه أسلام؟ انتي كل البعض
+
+641
+00:47:55,020 --> 00:48:00,320
+حكيت ماشالله عليهم، هتقراي عليهم قرآن أذكية، اه
+
+642
+00:48:00,320 --> 00:48:06,760
+طيب شاطرة في التفاوض ولا مالكيش دعوة؟لو شفتي حاجة
+
+643
+00:48:06,760 --> 00:48:09,300
+لغتها حلوة بتشتريها و تبقى ماشية حتى لو مالكيش
+
+644
+00:48:09,300 --> 00:48:14,280
+فيها؟ هذا سليب جادب على فكرة مين بيكدب عليكي؟ ملك
+
+645
+00:48:14,280 --> 00:48:19,380
+و .. بنتك إيش اسمها؟ يا ماما هل ممكن هي تشبط في
+
+646
+00:48:19,380 --> 00:48:23,180
+حاجات و أنتي تاخديها؟ تاخدياش معاك على السوق أصلا
+
+647
+00:48:23,180 --> 00:48:29,460
+حصال
+
+648
+00:48:29,460 --> 00:48:37,350
+عشان العروسة جدابة يعنيوانت بتقنع في بنتك انها
+
+649
+00:48:37,350 --> 00:48:42,490
+واحدة انت
+
+650
+00:48:42,490 --> 00:48:53,410
+بتمشي من مخها بالمجة اشي
+
+651
+00:48:53,410 --> 00:48:57,710
+أخدت الحصالة ولا الحاجات التانية؟ تبضلت نفسها
+
+652
+00:48:57,710 --> 00:48:58,210
+فيها؟
+
+653
+00:49:04,180 --> 00:49:08,160
+خطة بتخطط للتسويق ما شاء الله ربنا يحميها طب
+
+654
+00:49:08,160 --> 00:49:23,220
+عوضتيها تجيب المصاد و تجيب اللي عايزاه؟ ممتاز طب
+
+655
+00:49:23,220 --> 00:49:31,300
+كان مسكيها يعني صرافة بتحس أن هذا إلها، من؟ ممتاز،
+
+656
+00:49:31,300 --> 00:49:34,630
+ممتاز، تفضلييا عزيزي أعطيك أن أشرحها من جيد،
+
+657
+00:49:34,630 --> 00:49:37,830
+التنمو من الموضوع كان حلو لأنه موضوع طبعا سائد
+
+658
+00:49:37,830 --> 00:49:41,630
+فعال و تسيق .. يعني زي ما حكت ال method جزء كبير
+
+659
+00:49:41,630 --> 00:49:44,270
+من مجتمع حملة الجلباب ممتاز، أنتي شاطرة في التفاوض
+
+660
+00:49:44,270 --> 00:49:49,310
+ولا شيل ومشي؟ شاطرة؟ إيش أخر حاجة نزلتي سعرك؟ كام
+
+661
+00:49:49,310 --> 00:49:55,670
+سعر عفوان نزلتي؟ الجلباب، جداش نزلتي فيه؟ طب كويس،
+
+662
+00:49:55,670 --> 00:49:59,350
+شاطرة، خدوها معاكم، حطوها في الشنات، تفضلي
+
+663
+00:50:03,010 --> 00:50:06,190
+الشرح ولا الشخصية؟ لأ هي مش أفضل الشرح طبعا مش
+
+664
+00:50:06,190 --> 00:50:10,290
+شخصية أكيد بس لأ بس لما الشرح كان بسيط فهمتها ..
+
+665
+00:50:10,290 --> 00:50:12,410
+لأ أنتوا خلاص بعد المساخة ده صارتوا فالطي على
+
+666
+00:50:12,410 --> 00:50:16,010
+الفكرة، كتير تغير الوضع، تفضل، لأ مش .. يعني لو
+
+667
+00:50:16,010 --> 00:50:18,910
+تذكروا أول محاضرة أنتوا شرحتوها لغاية الآن، ما
+
+668
+00:50:18,910 --> 00:50:20,310
+الواحد بتعلم التجارب الناس، بياخد باله، بياخد
+
+669
+00:50:20,310 --> 00:50:22,110
+باله، بياخد باله، بياخد باله، بياخد باله، بياخد
+
+670
+00:50:22,110 --> 00:50:24,190
+باله، بياخد باله، بياخد باله، بياخد باله، بياخد
+
+671
+00:50:24,190 --> 00:50:26,250
+باله، بياخد باله، بي
+
+672
+00:50:34,160 --> 00:50:44,020
+هي بنتين كانت .. هذا
+
+673
+00:50:44,020 --> 00:50:47,340
+أنتي
+
+674
+00:50:47,340 --> 00:50:50,780
+مشهورة، خلاص ده في عروسة بده جاهز خدوم أي تلات
+
+675
+00:50:50,780 --> 00:50:57,110
+بنات، ما شاء الله والله شغل حلوة ديوالله يا
+
+676
+00:50:57,110 --> 00:50:59,910
+اندرادي بدأ طولة بالأدم مانعنيش طولة بال ما بحبش
+
+677
+00:50:59,910 --> 00:51:02,630
+أروح السوق بحب أروح يعني ع السريع أخد حاجة أما
+
+678
+00:51:02,630 --> 00:51:07,190
+أقعد أسوّق بعدين عندي مشكلة لما أدخل السوق لازم
+
+679
+00:51:07,190 --> 00:51:09,790
+أقايمه من ناحية إدارية و أشوف البيع شطر ولا لأ و
+
+680
+00:51:09,790 --> 00:51:16,450
+هالكلام بتلاقيني بشتغل مش بتلاقيني باسوّق لأ
+
+681
+00:51:16,450 --> 00:51:22,870
+الامهات عندهم طولة بال إحنا نستهدف السد الامهات
+
+682
+00:51:22,870 --> 00:51:26,960
+إذا كان في عندك عروسة بدك تلفه غصب من عندككل مكان
+
+683
+00:51:26,960 --> 00:51:33,220
+تعبري تاخد كرسي تقعديه لا يا أنتي حسب الشخصية بس
+
+684
+00:51:33,220 --> 00:51:36,060
+هم احنا زي ما توحكت احنا في الترويج بنستهدف ال set
+
+685
+00:51:36,060 --> 00:51:39,020
+و ليس الراجل ليش لأن الراجل هو اللي بشتغل و بتعب و
+
+686
+00:51:39,020 --> 00:51:41,820
+لما يطلع الفلوس بغناش عليه ال set مش فارقة حتى لو
+
+687
+00:51:41,820 --> 00:51:45,660
+هي موظفة بدها تشتغل الشغل يعني بتشتغلها فبتلاقي هو
+
+688
+00:51:45,660 --> 00:51:49,100
+جايبله كميس و بنطلهم طول السنة هي عشر او عشرين بعد
+
+689
+00:51:49,100 --> 00:51:53,460
+ما هو اشتغل فإحنا هذا علم هذا علم شمالنا بندرسه أي
+
+690
+00:51:53,460 --> 00:51:59,610
+سؤال؟كنت يعني ده ممتازة بس خدلي بالك اللي قامت
+
+691
+00:51:59,610 --> 00:52:05,110
+الخارجية ماكانش كتيرة، أنا سرحت شوية و كان في عندك
+
+692
+00:52:05,110 --> 00:52:07,470
+مشكلة، لإن و أنت لما تقرع بتعطينا ظهرك، فالمفروض
+
+693
+00:52:07,470 --> 00:52:10,490
+مش يعني .. خدلي بالك من حتة تعطاه الظهر للجمهور
+
+694
+00:52:10,490 --> 00:52:13,950
+اللي نايم، واضح؟ فخدلي بالك لما نقرع بنقرع هيك
+
+695
+00:52:13,950 --> 00:52:17,310
+يعني أو بتقرع من الجهاز أنا بالصف مابعتش كده في
+
+696
+00:52:17,310 --> 00:52:22,790
+الصبور، ماشي بالصبور يعنيلأ، الأصل قلقت من الجهاز،
+
+697
+00:52:22,790 --> 00:52:26,070
+لأن كل شوية أنت مغطية، فهذه إحنا مابنحبهاش كده،
+
+698
+00:52:26,070 --> 00:52:29,990
+واضح؟ أي سؤال في الموضوع اليوم؟ أو في مواضيع
+
+699
+00:52:29,990 --> 00:52:33,050
+اليوم؟ أي سؤال؟ إذن باجينا محاضرة واحدة إن شاء
+
+700
+00:52:33,050 --> 00:52:37,950
+الله في هذا المساق لسبوع القادم أي سؤال؟ يعطيكوا
+
+701
+00:52:37,950 --> 00:52:41,770
+العافية أعوذ بالله سمع الألم الشيطان الججيم بسم
+
+702
+00:52:41,770 --> 00:52:45,630
+الله الرحمن الرحيم الحمد لله وصله وصله مع مصطفى
+
+703
+00:52:45,630 --> 00:52:50,160
+الأمين سيدنا محمدوعلى آله ومن سرع على قدر يحسن
+
+704
+00:52:50,160 --> 00:52:52,820
+اليوم الدنيا، فده السلام عليكم ورحمة الله، كيف
+
+705
+00:52:52,820 --> 00:52:56,280
+حالكم؟ الحمد لله، كيف مساعدتك اليوم؟ تمام اليوم ان
+
+706
+00:52:56,280 --> 00:52:59,560
+شاء الله هنكون مع بعض في أحدى وظائف المشروع، في
+
+707
+00:52:59,560 --> 00:53:03,580
+المصانع بالتحديد، اللي هي إدارة الإنتاج وإيش، وإيه
+
+708
+00:53:03,580 --> 00:53:06,520
+العمل يعني، هنكون مع زميلكوا طيب، أدعو أبو موسى،
+
+709
+00:53:06,520 --> 00:53:07,940
+أدعو أبو موسى، فضل أدعوه
+
+710
+00:53:14,640 --> 00:53:18,640
+بسم الله الرحمن الرحيم أنا .. أنا دعاء أبو موسى
+
+711
+00:53:18,640 --> 00:53:21,800
+معلمة حسوب في مدارس الوكالة ان شاء الله اليوم
+
+712
+00:53:21,800 --> 00:53:27,200
+هنكون مع إدارة الإنتاج والعمليات في هذا اليوم ان
+
+713
+00:53:27,200 --> 00:53:30,020
+شاء الله هنتكلم عن مفهوم إدارة الإنتاج والعمليات
+
+714
+00:53:30,020 --> 00:53:35,520
+أهدافها إنتاج السلع والخدمات الفرق بينهماأول حاجة
+
+715
+00:53:35,520 --> 00:53:39,520
+بدنا نتكلم عن مفهوم الانتاج الانتاج طبعا هو عملية
+
+716
+00:53:39,520 --> 00:53:44,040
+لخلق السلع أو الخدمات اللى بتقدمها المنظمة للزبائن
+
+717
+00:53:44,040 --> 00:53:49,460
+وهذا بيتم من خلال تحويل المدخلات سواء كان مال،
+
+718
+00:53:49,460 --> 00:53:53,940
+أعمال، موارد مالية، مواد خام إلى مخرجات القلة وهي
+
+719
+00:53:53,940 --> 00:53:58,100
+السلع أو الخدمات المقدمة للزبائن الحاجة التانية
+
+720
+00:53:58,100 --> 00:54:01,720
+اللى موجودة في مواقع ال production اللى هى الانتاج
+
+721
+00:54:01,720 --> 00:54:07,510
+البرودة مونتاجهي عملية تحويل المدخلات إلى مخرجات
+
+722
+00:54:07,510 --> 00:54:11,350
+ما هي المدخلات اللي هي 6Ms اللي هي النوارد تبعها
+
+723
+00:54:11,350 --> 00:54:17,130
+المؤسسة المخرجات إما سلعة، ملموسة يعني أو خدمة أو
+
+724
+00:54:17,130 --> 00:54:20,570
+فكرة، هذا بالنسبة للإنتاج، للإنتاج عملية تحويل
+
+725
+00:54:20,570 --> 00:54:25,380
+المدخلات إلى مخرجات، تفضليالعمليات هي الأنشطة
+
+726
+00:54:25,380 --> 00:54:29,440
+المقترنة بعمليات التحويل المدخلات إلى المخرجات
+
+727
+00:54:29,440 --> 00:54:31,800
+يعني هي هذه العمليات هي الأنشطة اللي بتكون فيها
+
+728
+00:54:31,800 --> 00:54:36,380
+المنظمة اللي مرتبطة بعملية التحويل قد تكون عملية
+
+729
+00:54:36,380 --> 00:54:41,640
+نقل أو توزيع أو عملية اتصال إلى آخرها وبالتالي
+
+730
+00:54:41,640 --> 00:54:46,110
+بتكون هذه العملياتبالنهاية إدارة الإنتاج والعمليات
+
+731
+00:54:46,110 --> 00:54:50,070
+مشمولة مع بعض هي عبارة عن أنشطة التخطيط والتنظيم
+
+732
+00:54:50,070 --> 00:54:53,690
+والرقابة والقيادة التي تمارس على عمليات تحويل
+
+733
+00:54:53,690 --> 00:54:57,510
+المدخلات إلى مخرجات بمعنى إنه هي العمليات اللي
+
+734
+00:54:57,510 --> 00:55:00,970
+بتقوم فيها المنظمة من تخطيط وتنظيم ورقابة على
+
+735
+00:55:00,970 --> 00:55:04,610
+العمليات المقترنة بعمليات تحويل المدخلات إلى
+
+736
+00:55:04,610 --> 00:55:08,030
+مخرجات ممتاز، إذا يا أخوات عندنا مشهد عندنا سيد
+
+737
+00:55:08,030 --> 00:55:14,720
+الساعة عندنا الإنتاج وعندنا العملياتواضح من
+
+738
+00:55:14,720 --> 00:55:19,440
+الاستعباد الأهم أن الإنتاج أشمل من مين من العمليات
+
+739
+00:55:19,440 --> 00:55:28,060
+الإنتاج تحويل المدخلات إلى المخرجات ماشي العملية
+
+740
+00:55:28,060 --> 00:55:38,860
+بقى انشطة ضمن الإنتاج الآن عندنا دقيق ملح خميرة
+
+741
+00:55:38,860 --> 00:55:47,120
+ماء هل هذه مدخلات ولا مخرجات؟مدخلات هاجي مدخلات زي
+
+742
+00:55:47,120 --> 00:55:51,020
+ما انت شايفهايلها كمية معينة ويلها نوعية معينة طيب
+
+743
+00:55:51,020 --> 00:55:57,120
+المدخلات هاجي هذي بتعبر على عمليات العمليات مجموعة
+
+744
+00:55:57,120 --> 00:56:02,100
+إيش أنشطة واضح إن احنا هنا بنحكي عن مخبز إيش
+
+745
+00:56:02,100 --> 00:56:08,620
+الأنشطة العجن ورق العجين الفرد يا أنتي فرد تكتير
+
+746
+00:56:08,620 --> 00:56:13,140
+حبيت صحيح التكتير
+
+747
+00:56:16,390 --> 00:56:22,990
+خطيط الخبز الخبز هذه كلها أجهزة ماشي طبعا بدها
+
+748
+00:56:22,990 --> 00:56:30,690
+ماكينات و بدها أجهزة إيش هيطلع عندنا؟ خبز كيك و
+
+749
+00:56:30,690 --> 00:56:34,970
+هكذا إذا ان هذه كلها العملية مدخلة العملية
+
+750
+00:56:34,970 --> 00:56:38,870
+التمخرجات بنسميها إنتاج الخبز السلعب طبعا زي ما
+
+751
+00:56:38,870 --> 00:56:44,050
+انت عارف ماشي هذه المراحل بنسميها إيش؟ بنسميها
+
+752
+00:56:44,050 --> 00:56:48,390
+عملية عمليةطبعا كل مرحلة من المراحل أو المقادير أو
+
+753
+00:56:48,390 --> 00:56:52,170
+المخرجات كلها بدها تدخل ضمن وظائف .. إيه ده؟ فضل
+
+754
+00:56:52,170 --> 00:56:54,070
+عايزة تخطيب تنظيم زوجية ده خاطر
+
+755
+00:56:58,550 --> 00:57:02,090
+بالنسبة لإدارة الإنتاج والعمليات بتشمل إلى عدة
+
+756
+00:57:02,090 --> 00:57:05,910
+جوانب عندنا مفهوم إدارة الإنتاج والعمليات وأهميتها
+
+757
+00:57:05,910 --> 00:57:09,830
+فيها مفهوم إدارة الإنتاج والعمليات عمليات التحويل
+
+758
+00:57:09,830 --> 00:57:13,410
+اللي بتتم على المدخلات حتى تتحول إلى مخرجات أهداف
+
+759
+00:57:13,410 --> 00:57:17,190
+إدارة الإنتاج والعمليات الهدف من هذه الإدارة إنتاج
+
+760
+00:57:17,190 --> 00:57:20,270
+السلع وإنتاج الخدمات التطور التاريخي لإدارة
+
+761
+00:57:20,270 --> 00:57:25,430
+الإنتاج والعمليات الفرع التاني تخطيط الإنتاج بيشمل
+
+762
+00:57:25,430 --> 00:57:30,080
+استراتيجية العملياتستراتيجية المنتج، التنبؤ
+
+763
+00:57:30,080 --> 00:57:33,520
+بالطلب، اختيار موقع الوحدة الإنتاجية، أنماط
+
+764
+00:57:33,520 --> 00:57:36,900
+الإنتاج والترتيب الداخلي، تخطيط الطاقة الإنتاجية
+
+765
+00:57:37,910 --> 00:57:41,150
+نظام تخطيط الإحتياجات المادية في عندنا الفرع
+
+766
+00:57:41,150 --> 00:57:45,110
+التالت اللي هو رقابة وجدولة العمليات بيشمل رقابة
+
+767
+00:57:45,110 --> 00:57:49,010
+المشتريات الرقابة على المخزون الرقابة على الجودة
+
+768
+00:57:49,010 --> 00:57:53,450
+جدولة الإنتاج آخر حاجة عندنا قضايا أخرى في إدارة
+
+769
+00:57:53,450 --> 00:57:56,770
+الإنتاج والعمليات قضايا متنوعة فيها الإنتاجية
+
+770
+00:57:56,770 --> 00:58:00,750
+وقياسها الإنتاج الرشيق إعادة هندسة العمليات
+
+771
+00:58:00,750 --> 00:58:01,750
+والزبونة
+
+772
+00:58:03,760 --> 00:58:08,480
+هنتكلم هلقيت عن هدف إدارة الإنتاج والعمليات الهدف
+
+773
+00:58:08,480 --> 00:58:11,960
+من إدارة الإنتاج والعمليات عدة جوانب أول حاجة أوهم
+
+774
+00:58:11,960 --> 00:58:15,940
+حاجة اللي هي الكلفة ال cost هذا من اللي هو الإنتاج
+
+775
+00:58:15,940 --> 00:58:18,980
+بكلفة معقولة للزبون ولمنظمة الأعمال أنه يطلع
+
+776
+00:58:18,980 --> 00:58:22,880
+المنتج أو السلع أو الخدمة مناسبة للزبون من ناحية
+
+777
+00:58:22,880 --> 00:58:27,740
+السعر وبنفس الوقت مناسبة لمنظمة الأعمال حتى يعني
+
+778
+00:58:27,740 --> 00:58:31,220
+تحقق الربح المناسب لهاالان السؤال بطلع نفسه بقوة
+
+779
+00:58:31,220 --> 00:58:34,520
+مانا اللي يتحمل تكاليف الإنتاج، هل هو المنتج أو
+
+780
+00:58:34,520 --> 00:58:41,820
+المستهلك؟ المنتج مش المستهلك يعني؟ أول خيار بيكون
+
+781
+00:58:41,820 --> 00:58:47,240
+شو هو السعر؟ سعر السلع إيش بيساوي؟ في المحاسبة
+
+782
+00:58:47,240 --> 00:58:56,120
+التكلفة زادها مش إيش؟ الربح لأن التكلفة في أن زمان
+
+783
+00:58:56,120 --> 00:59:00,620
+تعمل تكليف تابعة و تكلف إيش؟ تغيرهامن ضمن التكليف
+
+784
+00:59:00,620 --> 00:59:06,520
+هنا تكليف الإنتاج فلو كان التكليف الإنتاج مرتفع دا
+
+785
+00:59:06,520 --> 00:59:14,580
+يدكت السعر أشماله مرتفع لأن المنتج يحمل التكلفة
+
+786
+00:59:14,580 --> 00:59:20,940
+للمستهلك إذا كانت تكليف الإنتاج مخفضة بكون السعر
+
+787
+00:59:20,940 --> 00:59:26,400
+أشماله مخفض لكن فينا أنصر هنا بظهر لازم أهتم فيه
+
+788
+00:59:26,400 --> 00:59:32,330
+هو أنصر الجودة بمعنىلو المادة الخامة اللي هي أساس
+
+789
+00:59:32,330 --> 00:59:40,110
+الإنتاج وديقة والسعر من الخفض مين عندنا هنا احنا
+
+790
+00:59:40,110 --> 00:59:44,990
+عنصر سيء صار اللي هو الجودة لما نقول وديقة معناها
+
+791
+00:59:44,990 --> 00:59:49,350
+نوجب الجودة أيش معناها سيء فلا يعني انخفاض الأسعار
+
+792
+00:59:49,350 --> 00:59:53,350
+اقبال المستوى اللي كنا عايشينها لا يعني في ناس
+
+793
+00:59:53,350 --> 00:59:57,600
+بهمها كتير أيش الخامة أو الجودةهذا اللي بتحمل
+
+794
+00:59:57,600 --> 01:00:03,060
+تكليف الإنتاج اللي هو المستهلك، فلازم أخد بالي من
+
+795
+01:00:03,060 --> 01:00:09,660
+أدني بعمل حشي متعارضة تاني، أقل سعر، أعلى جودة، و
+
+796
+01:00:09,660 --> 01:00:14,060
+ده العكس بقى، بنحاول نصل أشقل، فضلي
+
+797
+01:00:16,430 --> 01:00:19,130
+الهدف التاني من هدف إدارة الإنتاج والعمليات
+
+798
+01:00:19,130 --> 01:00:23,730
+الإنتاجية اللي هي قيمة القيمة الكلية للمخرجات كلما
+
+799
+01:00:23,730 --> 01:00:27,450
+كانت المخرجات قيمتها أكبر من المدخلات بديل ذلك على
+
+800
+01:00:27,450 --> 01:00:32,490
+قدرتها على الإنتاج أكمل؟
+
+801
+01:00:32,490 --> 01:00:38,790
+ما هي المدخلات؟ المدخلات اللي هي الموارد المالية،
+
+802
+01:00:38,790 --> 01:00:41,530
+المادة الخام، الأعمال، المنزل يعني إذا الإنتاجية
+
+803
+01:00:41,530 --> 01:00:45,070
+طبعاً، الإنتاجية والجودة نفس الحاجة الإنتاجية
+
+804
+01:00:46,850 --> 01:00:49,390
+قبل ما نجاوب على السؤال هو الإنتاج، إيش الفرق
+
+805
+01:00:49,390 --> 01:00:53,810
+بينهم؟
+
+806
+01:00:53,810 --> 01:00:58,170
+ولا زي بقى؟
+
+807
+01:00:58,170 --> 01:01:04,590
+الإنتاج هو السلعة أو الخدمة تحويل المدخلات
+
+808
+01:01:04,590 --> 01:01:07,950
+لمخرجات،
+
+809
+01:01:07,950 --> 01:01:12,390
+وهي العدد، أكم وحدة، يعني عدد وحدات
+
+810
+01:01:15,370 --> 01:01:20,610
+لكن الانتاجية لأ، الانتاجية الجودة هل
+
+811
+01:01:20,610 --> 01:01:24,150
+الجودة موجودة ولا لأ؟ هذه بنسميها إيش؟ انتاجية
+
+812
+01:01:24,150 --> 01:01:29,710
+الانتاجية لها قانون بسيط بتساوي قيمة الكلية
+
+813
+01:01:29,710 --> 01:01:34,710
+المخرجات على المدخلات على المدخلات كل ما كانت
+
+814
+01:01:34,710 --> 01:01:37,270
+المخرجات قيمتها أكبر كل ما كانت الانتاجية عالية
+
+815
+01:01:37,270 --> 01:01:40,530
+يعني لو أنا مدخلعت 100 ألف ليه المواد الخام و
+
+816
+01:01:40,530 --> 01:01:43,830
+الأجهزة و الأجهزة هذه و مخرجات 120 ألف
+
+817
+01:01:47,790 --> 01:01:52,210
+ماديش بطلع؟ مائة و عشر عالمية؟ مائة و عشر، و كويس،
+
+818
+01:01:52,210 --> 01:01:58,810
+لان خلي بالك إذا كان البسط أعلى من المقام في
+
+819
+01:01:58,810 --> 01:02:03,610
+إنتاجية علم، و العكس عالي، فده؟ العكس عاشر، صحيح،
+
+820
+01:02:03,610 --> 01:02:07,380
+تفضليالهدف التالت اللي هو الجودة اللي هي تقديم
+
+821
+01:02:07,380 --> 01:02:11,360
+المنتج بمواصفات راقية تناسب وتشبه حاجات الزبون كل
+
+822
+01:02:11,360 --> 01:02:14,900
+ما كان المنتج مواصفاته عالية وراقية فهذا بيدل على
+
+823
+01:02:14,900 --> 01:02:17,740
+أن الجودة عالية وبالتالي الزبون بيكون راضي عن
+
+824
+01:02:17,740 --> 01:02:26,080
+المنتج ممتاز، لأن الجودة هي درجة الإشباع المتوقعة
+
+825
+01:02:26,080 --> 01:02:36,020
+من السلع أو الخدمة الآن ناخد مثالعينا الطالب اسلام
+
+826
+01:02:36,020 --> 01:02:44,660
+.. اسلام اشترك قلم أزرق كيف اسلام بتحكم؟ يعني هذا
+
+827
+01:02:44,660 --> 01:02:49,140
+القلم .. هل هذا فيه جودة ولا لا؟ السهولة في
+
+828
+01:02:49,140 --> 01:02:55,600
+الكتابة؟ اللون واضح؟ واضح و مش واضح؟ هاي اتنين؟
+
+829
+01:02:55,600 --> 01:03:00,060
+بوصخك ولا عاد؟ مش فارقة؟ ماطلعش حبر؟ مايكونش ورايا
+
+830
+01:03:00,060 --> 01:03:04,800
+حنفاتة؟ ايه الجهاز التنفسي؟ ماشيكمان يكون شكله
+
+831
+01:03:04,800 --> 01:03:09,920
+مرتب، حلو، هذه كلها إيش؟ جودة، وكمان سعره مناسب،
+
+832
+01:03:09,920 --> 01:03:13,060
+مش جلم عادي بشير فلاني، هذه كلها بتسميها إيش؟
+
+833
+01:03:13,060 --> 01:03:17,080
+جودة، إذا هذا الجلم حقق كل هذه الأهداف لإسلام،
+
+834
+01:03:17,080 --> 01:03:21,280
+بكون القلم فيه جودة، أما إذا خلص بسرعة، بوظ
+
+835
+01:03:21,280 --> 01:03:25,360
+الأوراق مش واضح أو بطلع في الصفحة التانية، الحبر
+
+836
+01:03:25,360 --> 01:03:29,420
+القوي، هذه كلها مافيش فيها إيش؟ جودة، واضح؟ الان
+
+837
+01:03:29,420 --> 01:03:40,870
+سميرة، نكتبها، سميرةاشترت كأس من القهوة قبتش يا
+
+838
+01:03:40,870 --> 01:03:43,790
+سمينة بتقول الجهوة هادى زاكية و كده طيبة و هعيد
+
+839
+01:03:43,790 --> 01:03:53,170
+لنفس الشيء يعني المذاق طعمها زهر جيلة
+
+840
+01:03:53,170 --> 01:04:00,490
+ولا خفيفة؟ حسب ما بيناسبني انا كده اللى بتحب
+
+841
+01:04:00,490 --> 01:04:01,870
+تشربيها ولا عادي؟
+
+842
+01:04:04,340 --> 01:04:09,180
+ماشي ايوة لما جيت تحمليها كبكبت عليكي ايش رايك؟ اه
+
+843
+01:04:09,180 --> 01:04:13,440
+هذا تماما يا دوب شربتي لونة الا اتفل عارفين انت؟
+
+844
+01:04:13,440 --> 01:04:15,760
+اه اتفل اتفل اتفل اتفل اتفل اتفل اتفل اتفل اتفل
+
+845
+01:04:15,760 --> 01:04:17,260
+اتفل اتفل اتفل اتفل اتفل اتفل اتفل اتفل اتفل اتفل
+
+846
+01:04:17,260 --> 01:04:21,800
+اتفل اتفل اتفل اتفل اتفل اتفل اتفل اتفل اتفل اتفل
+
+847
+01:04:21,800 --> 01:04:21,960
+اتفل اتفل اتفل اتفل اتفل اتفل اتفل اتفل اتفل اتفل
+
+848
+01:04:21,960 --> 01:04:32,300
+اتفل اتفل ا
+
+849
+01:04:32,900 --> 01:04:36,700
+الزر مقطوع فاش جودة، السعر باهر جدا فاش جودة،
+
+850
+01:04:36,700 --> 01:04:39,940
+الجمع شرديقة فاش جودة، ده واضح أن الجودة في منها
+
+851
+01:04:39,940 --> 01:04:43,720
+جودة أنا بشوفها بعيني، زي مثلا حجم الكاسة تبعت
+
+852
+01:04:43,720 --> 01:04:48,880
+القطوة، وفي شرطة ملوثة، ماشي، تفضلي طب بس بدي
+
+853
+01:04:48,880 --> 01:04:52,120
+أسألك، هي الجودة هنا بتختلف من زبون لزبون صح؟ حسب
+
+854
+01:04:52,120 --> 01:04:55,340
+يعني .. حسب الأذواء، لإن في شرطات مشارقة، في أمور
+
+855
+01:04:55,340 --> 01:05:00,460
+مشارقةتمام الهدف الرابع المرونة اللي هو الاستجابة
+
+856
+01:05:00,460 --> 01:05:03,140
+للتغيرات التي تحصل في بيئة عمل المنظمة الداخلية
+
+857
+01:05:03,140 --> 01:05:07,100
+والخارجية طبعا بالنسبة للبيئة الخارجية زي الأسواق
+
+858
+01:05:07,100 --> 01:05:11,940
+المنافسة ممكن يكون منتج زهر بنفس المنتج تبعنا ممكن
+
+859
+01:05:11,940 --> 01:05:15,700
+أنه احنا نحاول أن نطور منه هذا يعتبر مرونة لازم
+
+860
+01:05:15,700 --> 01:05:18,540
+يكون المنتج في مرونة بالاضافة للتغيرات اللي بتسير
+
+861
+01:05:18,540 --> 01:05:27,870
+داخل المنظمة إذا المرونة أي تطوير أو طلبمين
+
+862
+01:05:27,870 --> 01:05:35,510
+المستهلك؟ على سلعتنا، يجب مش يفضل، يفضل أن نلبي
+
+863
+01:05:35,510 --> 01:05:40,470
+ناخد example واقعي، اللي عنده كان عندنا جرشايم ده
+
+864
+01:05:40,470 --> 01:05:44,490
+المخبز، القادة المخبز اللي حكينا عنه، انها صارت
+
+865
+01:05:44,490 --> 01:05:46,890
+عايزة خبز بالشعير
+
+866
+01:05:48,480 --> 01:05:52,420
+صار عليه طلب هذه الأيام هذه، مش ديك، ماشي؟ صحيح
+
+867
+01:05:52,420 --> 01:05:55,580
+الاصل لو احنا عندنا مرونة في النخبز وفي الإنتاج
+
+868
+01:05:55,580 --> 01:05:58,760
+عالبول نعمل طبعا هو مش هحتاج حاجة ده، بس هي المواد
+
+869
+01:05:58,760 --> 01:06:02,060
+هناك هتفرق لو ماعنديش مرونة بيجذبون اللي والله
+
+870
+01:06:02,060 --> 01:06:06,120
+ماعنداش، كده ماعندكاش كل مخبز عندها بالمرونة إذا
+
+871
+01:06:06,120 --> 01:06:09,820
+احنا أي طب طول أو طلب طول ندخله على المنتج دلوقتي
+
+872
+01:06:09,820 --> 01:06:13,180
+لازم نكون عايش معاه، طبعا هنا عندنا مرونة سواء كان
+
+873
+01:06:13,180 --> 01:06:20,480
+في نفس المنتجكبريز اغريض اضيف مواصفات او مواد
+
+874
+01:06:20,480 --> 01:06:27,460
+الخام ماشي او مواد جيجيتي او انتقال استراتيجي في
+
+875
+01:06:27,460 --> 01:06:32,160
+القلاد انه فك قطعة و اركب قطعة و نعمل مواتج تاني
+
+876
+01:06:32,160 --> 01:06:34,420
+هذه اسمها ايش اسمها مرمو
+
+877
+01:06:38,820 --> 01:06:42,160
+الهدف الخامس اللي هو التسليم السريع هي قدرة
+
+878
+01:06:42,160 --> 01:06:45,460
+المنظمة على توصيل الطلب للزبون في الوقت المناسب
+
+879
+01:06:45,460 --> 01:06:48,580
+للزبون حسب طلبهم ممتاز، اللي هي طلبها طلبات
+
+880
+01:06:48,580 --> 01:06:53,940
+العملاء أو الموجودين حسب مين الأمامي أن يوصلوا في
+
+881
+01:06:53,940 --> 01:06:57,770
+الوقت المناسب، في المكان المناسب حسب الاتفاقتمام،
+
+882
+01:06:57,770 --> 01:07:00,830
+عندنا الحاجة اللي بعد ذلك الكفاءة اللي هو قدرة
+
+883
+01:07:00,830 --> 01:07:04,330
+المنظمة على استغلال جميع الموارد الموجودة بأكبر
+
+884
+01:07:04,330 --> 01:07:09,870
+قدر من الكفاءة وأقل وقت وأقل جهود فهذه كل مرة
+
+885
+01:07:09,870 --> 01:07:20,570
+تجيني أفريقيا الكفاءة زي المنتجات اليابانية ماعنى
+
+886
+01:07:20,570 --> 01:07:25,610
+هذا يعني؟ هو نكتب المنتجات الصينية هنا، مش ماشية
+
+887
+01:07:27,010 --> 01:07:29,670
+طبعا لما يقولك جهاز الجوال هذا ياباني، بتاخديه و
+
+888
+01:07:29,670 --> 01:07:34,050
+أنت مرمضة، لأن جوجته أو سيوته سابقاه، لكن لما
+
+889
+01:07:34,050 --> 01:07:36,690
+نقولك صيني، بتتردد، رغم أن أفكرة المنتجات الصينية
+
+890
+01:07:36,690 --> 01:07:39,050
+صناعتها رقم واحد في العالم، بس إحنا في العالم
+
+891
+01:07:39,050 --> 01:07:41,470
+العودي، تجينا السلاح مجردة من الصين، من التجارة،
+
+892
+01:07:41,470 --> 01:07:44,910
+مش من الصين، إذا الكفارة معناها إن هم استغلوا جميع
+
+893
+01:07:44,910 --> 01:07:48,990
+الموارد بمعنى جودة شاملة، معناها المنتج فش فيه أي
+
+894
+01:07:48,990 --> 01:07:54,310
+خللتشلي سيارة يابانية ما فيها أي غبار، واضح؟ هذي
+
+895
+01:07:54,310 --> 01:07:58,270
+اسمها إيش؟ اسمها الكفاءة، تفضلي الإبداع التكنولوجي
+
+896
+01:07:58,270 --> 01:08:01,130
+هي قدرة المنظمة على إدخال منتجات وإبتكارات جديدة
+
+897
+01:08:01,130 --> 01:08:04,810
+أو تحسين ما هو موجود، لابد من المنظمة أن تواكب
+
+898
+01:08:04,810 --> 01:08:07,710
+تطور التكنولوجي اللذي يحصل في العالم وأن تواكب
+
+899
+01:08:07,710 --> 01:08:11,350
+الأسواق وبالتالي تكون قادرة على إدخال أي تعديلات
+
+900
+01:08:11,350 --> 01:08:14,150
+أو إبتكارات جديدة على منتجاتها زي ما حكينا الورونة
+
+901
+01:08:14,150 --> 01:08:19,120
+دول، حكيناها الورونة، تفضليالالتزام بأخلاقيات
+
+902
+01:08:19,120 --> 01:08:22,160
+الأعمال والمسئولية الاجتماعية يجب على المنظمة أن
+
+903
+01:08:22,160 --> 01:08:26,760
+تتلتزم بأخلاقية الأعمال من حيث المنافسة الشريفة
+
+904
+01:08:26,760 --> 01:08:29,800
+وأن تلتزم بالمسئولية الاجتماعية تجاه المجتمع؟
+
+905
+01:08:29,800 --> 01:08:32,980
+ماشي، المنافسة الشريفة، okay، فالمنظمة عايش
+
+906
+01:08:32,980 --> 01:08:38,260
+أخلاقيات لما
+
+907
+01:08:38,260 --> 01:08:43,560
+نتكلم عن إنتاج، نتكلم عن مصانع، لما نتكلم عن
+
+908
+01:08:43,560 --> 01:08:49,490
+مصانع، نتكلم عن إباياتالنفايات هنا يجب إعادة
+
+909
+01:08:49,490 --> 01:08:55,450
+تدويرها طب إذا ما صحش إعادة التدوير التخلص منها
+
+910
+01:08:55,450 --> 01:09:04,110
+بأمان يعني مايمنش تلوث للبيئة مبادلة هي الاختيار
+
+911
+01:09:04,110 --> 01:09:07,730
+بين أهداف متعارضة أو متباينة بحيث أن اختيار أحد
+
+912
+01:09:07,730 --> 01:09:13,610
+الأهداف يؤدي إلى التضحية بالهدف الآخر أو جزء منهلو
+
+913
+01:09:13,610 --> 01:09:16,950
+اخترت ألف بالدخل بقى، يعني أنت أمامك خستانين الآن،
+
+914
+01:09:16,950 --> 01:09:20,310
+خدت واحد، ضحكي بالتان، انت نفسك تاخد الاتنين، بس
+
+915
+01:09:20,310 --> 01:09:23,470
+ماعكاش غلال أول، فلو أخدت واحد، هتضحكي بالتان، هذا
+
+916
+01:09:23,470 --> 01:09:27,070
+المفروض هلأ
+
+917
+01:09:27,070 --> 01:09:30,570
+أن نتكلم عن الفرق بين السلع والخدمات، طبعا المنظمة
+
+918
+01:09:30,570 --> 01:09:34,210
+قد .. المنتجات تبعها قد تكون سلع وقد تكون سلع
+
+919
+01:09:34,210 --> 01:09:37,250
+ملموسة أو خدمات غير ملموسة مرة تانية أنتي، احنا
+
+920
+01:09:37,250 --> 01:09:42,970
+بنحكي هنا عن مصانعالمصنع هو يقدم سلعة اللي بيطلق
+
+921
+01:09:42,970 --> 01:09:47,830
+دهأفلام، مكاتب، أتات، سيارات، أي سلعة في العالم،
+
+922
+01:09:47,830 --> 01:09:52,290
+طيارات أو خدمة زي الجامعة زي التعليم، الصحة
+
+923
+01:09:52,290 --> 01:09:55,870
+التعليم، الصحة، المواصلات، الإتصالات، كل هذه خدمات
+
+924
+01:09:55,870 --> 01:10:00,190
+الفنانة، تفضلي الفرق الأول ما بين السلعة والخدمة
+
+925
+01:10:00,190 --> 01:10:05,150
+اللي هو السلعة عبارة عن مادة مادية ملموسة أما
+
+926
+01:10:05,150 --> 01:10:08,490
+الخدمة تفاعل اجتماعي غير ملموس طبعا السلعة مادية
+
+927
+01:10:08,490 --> 01:10:12,950
+ملموسة مثلا المنتج قد يكون قلم، جهاز، حاسوب، أجهزة
+
+928
+01:10:12,950 --> 01:10:17,260
+ملموسةأما الخدمة، تفاعل إجتماعي غير ملموس، شيء
+
+929
+01:10:17,260 --> 01:10:20,480
+يعني بيتفاعل فيه الإنسان مع الخدمات اللي بتقدمها
+
+930
+01:10:20,480 --> 01:10:25,300
+المنظم أو المصنع أو الشركة مثل التعليم، الصحة،
+
+931
+01:10:25,300 --> 01:10:29,540
+خدمة الإتصالات، وهذا شيء غير ملموس إن السلعة حاجة
+
+932
+01:10:29,540 --> 01:10:33,860
+بقدر أمسكها بإيدي، حاجة بشوفها باليوم، انت الآن
+
+933
+01:10:33,860 --> 01:10:38,080
+رايك تشتري فستان، هيوا أمامك، بتشوف الخامة، بتشوف
+
+934
+01:10:38,080 --> 01:10:42,580
+النوعية، بتشوف الـModel، إن السلعة أمر مادي ملموس
+
+935
+01:10:43,710 --> 01:10:48,370
+واضح؟ الخدمة لأ أنا غير ملموسة لكن أنا بقدر أقيمه،
+
+936
+01:10:48,370 --> 01:10:53,790
+ماشي؟ إذا الخدمة بتكون غير ملموسة، زي التعليم، زي
+
+937
+01:10:53,790 --> 01:10:57,750
+اللي هي .. خدمة الإتصالات .. سياحة، إتصالات،
+
+938
+01:10:57,750 --> 01:10:59,790
+المواصلة، تركب السيارة و تنزلي من السيارة في
+
+939
+01:10:59,790 --> 01:11:03,080
+وجهها، خلص، خلصت، تفضلالفرق التانى اللى هو أن
+
+940
+01:11:03,080 --> 01:11:06,960
+السلعة يمكن تخزينها للاستهلاك لاحقا مثلا الأجهزة
+
+941
+01:11:06,960 --> 01:11:09,320
+كلها ممكن نستخدمها مرة و نخزينها و نستخدمها أكتر
+
+942
+01:11:09,320 --> 01:11:12,860
+من مرة الخدمة لا يمكن تخزينها يمكن الشعور بها
+
+943
+01:11:12,860 --> 01:11:17,080
+التفاعل معاها لكن لا يمكن تخزينها عند المستهلك إذا
+
+944
+01:11:17,080 --> 01:11:20,500
+بالسلعة نستطيع تخزينها أنا دلوقت عملت ألف واحدة
+
+945
+01:11:20,500 --> 01:11:25,330
+بين المخازن 500 ال 500 التانية في المخازنو عندنا
+
+946
+01:11:25,330 --> 01:11:28,790
+جار دوري و جار مستمر للمخازن و عندنا قليل مخازن
+
+947
+01:11:28,790 --> 01:11:34,310
+قصة يعني سواء كانت المنظمة منتجة او تجارة جون أو
+
+948
+01:11:34,310 --> 01:11:38,330
+بيرسيا بينما الخدمة لا يمكن تخزينها لأن صاحب
+
+949
+01:11:38,330 --> 01:11:42,910
+السيارة العمومي السواق واضح طول مافيش ركاب و
+
+950
+01:11:42,910 --> 01:11:48,010
+قاعسان اجوا ركاب ماشي استهجوا البنزين و شغلوا حاجة
+
+951
+01:11:48,010 --> 01:11:54,130
+إذا لا أستطيع تخزين إيش؟ لا أستطيع تخزين الخدمةهذه
+
+952
+01:11:54,130 --> 01:11:56,950
+مافعش احنا بنلحظها في خدمات المرد بالصلاة، اللي
+
+953
+01:11:56,950 --> 01:12:00,410
+انا بتروح الشهر يه ألف و خمسمائة لسان لمدة شهر،
+
+954
+01:12:00,410 --> 01:12:03,550
+خلص الشهر و تالي خمسمائة لسان، مابنفعش نفوت، خليهم
+
+955
+01:12:03,550 --> 01:12:08,330
+تركمي لأفصال، تمام، كده من خدمة لا تخزن، مابقدر
+
+956
+01:12:08,330 --> 01:12:11,910
+اخزن، يلا يا جماعة نخزن المحاضرة، كم نخزن العالم؟
+
+957
+01:12:13,350 --> 01:12:17,310
+الانتاج منفصل عن الاستهلاك انه الانتاج اللى بيصير
+
+958
+01:12:17,310 --> 01:12:21,590
+.. الانتاج للسلعة ينفصل تماما عن استهلاك السلعة ما
+
+959
+01:12:21,590 --> 01:12:25,290
+بين الزبون والشركة أما في الخدمة يكون الانتاج
+
+960
+01:12:25,290 --> 01:12:28,490
+والاستهلاك في نفس الوقت لأنه في تفاعل ما بينهم
+
+961
+01:12:28,490 --> 01:12:32,710
+الآن مثلا عندنا مصنع بصنع الساعات هادى زى ما انت
+
+962
+01:12:32,710 --> 01:12:37,430
+شايفه قولنا الساعة هادى في المخزن فى كارتونتها فش
+
+963
+01:12:37,430 --> 01:12:41,370
+استهلاك ماشي؟الان شرناها وحطناها قدامنا،
+
+964
+01:12:41,370 --> 01:12:45,330
+استهلكناها، إذا في المنتجات، في فرق بين الإنتاج
+
+965
+01:12:45,330 --> 01:12:49,030
+والاستهلاك طول ما السلع موجودة في المصنع أو في
+
+966
+01:12:49,030 --> 01:12:53,650
+المتجر غير مباعة، مش استهلاك، أيها جانب. إذا إيجي
+
+967
+01:12:53,650 --> 01:12:57,790
+الزبون شررها، خلاص بيستهلك، واضح؟ هنا لأ، هنا
+
+968
+01:12:57,790 --> 01:13:00,970
+الإنتاج هينستهلك مع بعضنا كلنا، صاحب السيارة اللي
+
+969
+01:13:00,970 --> 01:13:04,830
+بشهر كان راجل واقف بستنى في شركة ماعنده الشغل،
+
+970
+01:13:04,830 --> 01:13:09,350
+جاعل، واضح؟ إيجي الراجل جيبها يومشيهيستهلك بنزين
+
+971
+01:13:09,350 --> 01:13:14,310
+ويستهلك شواء ثاني بينما في المصانع الإنتاج شئ و
+
+972
+01:13:14,310 --> 01:13:19,970
+الاستهلاك شئ آخر تفضلي السلعة يمكن عرضها قبل
+
+973
+01:13:19,970 --> 01:13:23,750
+الاستهلاك كما يحصل في الأسواق ممكن أنه نعرض المنتج
+
+974
+01:13:23,750 --> 01:13:26,910
+أو السلعة في الأسواق في المحلات وبالتالي يتم
+
+975
+01:13:26,910 --> 01:13:30,250
+الاستهلاك أما الخدمة لا يمكن عرضها قبل الاستهلاك
+
+976
+01:13:30,250 --> 01:13:34,850
+زي مثلا خدمة الإتصالات والتعليم والصحة يتم عرضها
+
+977
+01:13:34,850 --> 01:13:37,250
+أثناء الاستهلاك أو خلال الاستهلاك
+
+978
+01:13:39,700 --> 01:13:43,400
+المونتاج، بنعمل معاه، بتشوفيه في المخلات، بتشوفيه
+
+979
+01:13:43,400 --> 01:13:47,420
+في المقاعة، بينما نخد ملأ صعب احنا اللي عادة، ليش؟
+
+980
+01:13:47,420 --> 01:13:51,100
+لإن أنا ملموسة، مقدرش أمسكها بيديا، بشره و باشره،
+
+981
+01:13:51,100 --> 01:13:54,920
+حبدييمكن قياس .. قياس جودتها بسهولة السلعة لأنها
+
+982
+01:13:54,920 --> 01:13:59,560
+شئ ملموس فيمكن أن نحدد أو نقيم هذه السلعة وسهل جدا
+
+983
+01:13:59,560 --> 01:14:02,860
+تقييمها أما الخدمة لأنها غير ملموسة ويتم ذلك
+
+984
+01:14:02,860 --> 01:14:07,300
+بالشعور أو الإدراك يكون صعب جدا قياسها أو يعني في
+
+985
+01:14:07,300 --> 01:14:11,780
+صعوبة في قياس جودتها إذا الخدمة صعبة تقيس الجودة
+
+986
+01:14:11,780 --> 01:14:17,260
+لكن ممكن نحكي عنهاتقاس الجودة من خلال مؤشرات مادية
+
+987
+01:14:17,260 --> 01:14:24,820
+كمية لأن السلعة ملموسة فقياسها يكون بقيم محددة قيم
+
+988
+01:14:24,820 --> 01:14:30,060
+مادية إلها معايير معينة على ديادية تمام أما الخدمة
+
+989
+01:14:30,060 --> 01:14:33,980
+تقاس الجودة من خلال الإدراك من خلال التفاعل أثناء
+
+990
+01:14:33,980 --> 01:14:37,380
+التفاعل مع الخدمة يستطيع المستهلك أن يقيم هذه
+
+991
+01:14:37,380 --> 01:14:42,350
+الجودةإذا لو احنا نعمل روح نبني بنية، لازم نحط
+
+992
+01:14:42,350 --> 01:14:47,110
+مواصفات معينة لبنية هذه، فاضح؟ وعنا كميات وحاجات
+
+993
+01:14:47,110 --> 01:14:50,290
+نحسوبها، بينما السلع يعني، السلع بقيسها من نحت
+
+994
+01:14:50,290 --> 01:14:54,770
+الشعور، فهنا في اختلاف، ممكن نفس السيارة كانت ركبة
+
+995
+01:14:54,770 --> 01:14:58,270
+فيها إسلام وهناء، هناء نزلت مرتاحة مبسوطة وإسلام
+
+996
+01:14:58,270 --> 01:15:03,850
+نازلت تشكي، إذا هنا إدراك، إزالة اختلاف، فضلمنتجات
+
+997
+01:15:03,850 --> 01:15:08,510
+قياسية أو معيارية موحدة طبعا هذه السلعة لأنها شيء
+
+998
+01:15:08,510 --> 01:15:12,010
+ملموس وشيء مادى أما الخدمة مرتبطة برغبة الزبون
+
+999
+01:15:12,010 --> 01:15:16,390
+ومتبينة من شخص لآخر ومن وقت الآخر حسب أذواق الزبون
+
+1000
+01:15:16,390 --> 01:15:19,390
+إذا المنتج إله مقاييس معين لأن هو لما عمل في
+
+1001
+01:15:19,390 --> 01:15:22,490
+المخبز الخبز مش عمزاق بحق الكميات لأ فيه إله
+
+1002
+01:15:22,490 --> 01:15:25,990
+مقادير معينة بينما الخدمة .. الخدمة حسب الزبون
+
+1003
+01:15:25,990 --> 01:15:30,620
+ممكن تعجب ممكن ما تعجبوش حسبالزبون ليس له علاقة
+
+1004
+01:15:30,620 --> 01:15:35,020
+بعملة الإنتاج لأنه هو فقط يستهلك المنتج أما هو ليس
+
+1005
+01:15:35,020 --> 01:15:39,380
+له علاقة في عمليات الإنتاج التي تتم أما في الخدمة
+
+1006
+01:15:39,380 --> 01:15:43,140
+لأن هناك تفاعل ما بين الزبون والشركة أو الخدمة
+
+1007
+01:15:43,140 --> 01:15:46,900
+فيكون له علاقة مباشرة في أغلب الأحيان هنا المصنع
+
+1008
+01:15:46,900 --> 01:15:49,540
+شغال، إيش علاقة المستهلك؟ المستهلك له السلعنة،
+
+1009
+01:15:49,540 --> 01:15:53,060
+عجبته ويحمله وضل ماشي ماهي علاقة بالمصنع؟ بينما
+
+1010
+01:15:53,060 --> 01:15:56,560
+الخدمة زي ما توحدتين إذا السيارة واقفة، مافيش
+
+1011
+01:15:56,560 --> 01:16:00,260
+إنتاج، مافيش سهلات، مافيش حاجةايجى زى الجامعة عامة
+
+1012
+01:16:00,260 --> 01:16:04,000
+مايجيوش الطلاب مافيش دواب ايجى الطلاب في محاجة
+
+1013
+01:16:04,000 --> 01:16:08,500
+للخدمة الزبوم يقوم قاعد فيها اتفضلى الموقع لا يهم
+
+1014
+01:16:08,500 --> 01:16:11,880
+كثيرا فى نجاح المنظمة الصناعية لإن المنتجات
+
+1015
+01:16:11,880 --> 01:16:16,180
+المستهلة المصانع بتكون في مدن صناعية يعنى ما بتكون
+
+1016
+01:16:16,180 --> 01:16:20,400
+فى نص الناس اه تمام بعدين احنا بنجيب الضاعمة
+
+1017
+01:16:20,400 --> 01:16:26,220
+المصنع على الأسواق اللى هي الجملة و التجارةأما
+
+1018
+01:16:26,220 --> 01:16:29,200
+بالنسبة للخدمة الموقع مهم جدا لأن هناك تفاعل ما
+
+1019
+01:16:29,200 --> 01:16:33,000
+بين المستهلك والخدمة اللى تتل زى ال .. المنظمات
+
+1020
+01:16:33,000 --> 01:16:35,100
+بتقدم خدمة ما بيبقى ما بيبقى ما بيبقى ما بيبقى ما
+
+1021
+01:16:35,100 --> 01:16:36,180
+بيبقى ما بيبقى ما بيبقى ما بيبقى ما بيبقى ما بيبقى
+
+1022
+01:16:36,180 --> 01:16:36,360
+ما بيبقى ما بيبقى ما بيبقى ما بيبقى ما بيبقى ما
+
+1023
+01:16:36,360 --> 01:16:36,540
+بيبقى ما بيبقى ما بيبقى ما بيبقى ما بيبقى ما بيبقى
+
+1024
+01:16:36,540 --> 01:16:37,400
+ما بيبقى ما بيبقى ما بيبقى ما بيبقى ما بيبقى ما
+
+1025
+01:16:37,400 --> 01:16:46,860
+بيبقى ما بيبقى
+
+1026
+01:16:46,860 --> 01:16:48,300
+ما
+
+1027
+01:16:51,160 --> 01:16:54,140
+كيف؟ مافهمتش؟ رأس المال كيش ما ندفعه في السلع؟ في
+
+1028
+01:16:54,140 --> 01:16:57,520
+عمليات الإنتاج .. اه .. رأس المال هيروح في القانات
+
+1029
+01:16:57,520 --> 01:17:00,760
+.. قانات .. والله ماتخلق .. في العمال .. في
+
+1030
+01:17:00,760 --> 01:17:04,660
+الكهربا .. في الميه .. فكل مصنعة هي مصنع .. بينما
+
+1031
+01:17:04,660 --> 01:17:08,380
+الخدمة كثيفة القوة العاملة تحتاج إلى قوة عاملة
+
+1032
+01:17:08,380 --> 01:17:12,440
+كثير حتى تستطيع التفاعل مع الزبائن لأن عدد الزبائن
+
+1033
+01:17:12,440 --> 01:17:17,560
+بيكون كبير .. الخدمة بدها .. فضل .. الخدمة بدها ..
+
+1034
+01:17:22,940 --> 01:17:26,800
+السلعة لأ، اللي هو الأسل مال الأعملاء مثلا بتفتح
+
+1035
+01:17:26,800 --> 01:17:32,080
+المحل نقطة بيع لجوال، بس هو المكتب و تجيب الاشتراك
+
+1036
+01:17:32,080 --> 01:17:35,080
+و بس، لكن اللي هو مصنع مش هنخلص السلع نفسنا و
+
+1037
+01:17:35,080 --> 01:17:40,700
+نسجله، إذا غالبين أموال أو أكتر مورد مهم في السلع
+
+1038
+01:17:40,700 --> 01:17:44,660
+اللي هو الأسل مال هو ال machine، بينما الخدمات
+
+1039
+01:17:44,660 --> 01:17:47,700
+اللي هو القوة العاملةلكن لا يعني عدم مرادة صناعة،
+
+1040
+01:17:47,700 --> 01:17:50,680
+لازم يكون عصفر. طبعا احنا زمان يا أخوات كنا نقول
+
+1041
+01:17:50,680 --> 01:17:53,480
+إن العالم صناعي، قال لأ العالم مش صناعي، قال هذا
+
+1042
+01:17:53,480 --> 01:17:58,760
+العالم خدماتي، العالم اتحول نحو إيش الخدمات، فضل.
+
+1043
+01:18:02,300 --> 01:18:05,920
+هل أحنا نيجي نحكي عن أنماط الإنتاج والترتيب
+
+1044
+01:18:05,920 --> 01:18:08,860
+الداخلي للوحدة الإنتاجية؟ لأ إحنا من المصبع من
+
+1045
+01:18:08,860 --> 01:18:10,940
+جوا، إيش هلالي؟
+
+1046
+01:18:14,450 --> 01:18:19,690
+هنلاقي أشكال مختلفة للإنتاج صحيح هنلاقي أعمليات
+
+1047
+01:18:19,690 --> 01:18:22,730
+مختلفة للعمليات استراتيجيات لعمليات وفي
+
+1048
+01:18:22,730 --> 01:18:25,870
+استراتيجيات المنتج التنبؤ بالطلب موقع الواحدة
+
+1049
+01:18:25,870 --> 01:18:30,010
+الإنتاجية طبعا هنا يا أخوان مافي مصنع من الداخل
+
+1050
+01:18:30,010 --> 01:18:35,010
+مرتب حسب مصنعات اللي بحكمني عمليات الإنتاج اللي
+
+1051
+01:18:35,010 --> 01:18:38,410
+بحكمنا في ترتيب المصانع من الداخل والألات والعمالي
+
+1052
+01:18:38,410 --> 01:18:42,690
+واضحةهى العملية الاش؟ الانتاج اللى يعني اتصور لو
+
+1053
+01:18:42,690 --> 01:18:46,610
+عندك مثلا مصنع لصناعة السيارات بالمنطق هى اختلف عن
+
+1054
+01:18:46,610 --> 01:18:51,150
+مكان لصناعتش الطائرة شايف طبعى لو هى اختلف؟ طبعا
+
+1055
+01:18:51,150 --> 01:18:57,920
+فضلىهنتكلم عن استراتيجية المنتج تشمل ثلاث عناصر
+
+1056
+01:18:57,920 --> 01:19:01,380
+العنصر الأول اللي هو تحديد المنتجات التي سوف تنتج
+
+1057
+01:19:01,380 --> 01:19:07,300
+خلال فترة فترة وتعريفها بوضوح في هذا المرحلة بتتم
+
+1058
+01:19:07,300 --> 01:19:11,360
+تحديد أكثر من منتج يمكن أن ينتج في فترة محددة
+
+1059
+01:19:11,360 --> 01:19:14,880
+وتعريف كل منتج بوضوح الآن إحنا عندنا مصنع خياطة
+
+1060
+01:19:14,880 --> 01:19:18,640
+إيش المنتجات اللي هتقدمها في الخياطة في مصنع
+
+1061
+01:19:18,640 --> 01:19:23,380
+الخياطة؟لو عملتي ملابس نسائية، هيتختلف لو ملابس
+
+1062
+01:19:23,380 --> 01:19:27,940
+رجالية، هيتختلف لو شبابية، هيتختلف لو أطفال، ماشي،
+
+1063
+01:19:27,940 --> 01:19:31,680
+هل هتقدر المنتج واحد بس؟ و لا عدة من المنتجان؟ طب
+
+1064
+01:19:31,680 --> 01:19:34,560
+عم خوري بالي، ال math اللي خايم هنا مش شرطة، اللي
+
+1065
+01:19:34,560 --> 01:19:38,970
+هي إذناش، و الاخلوط و الشرارة دهلكن نفس المنتج هو
+
+1066
+01:19:38,970 --> 01:19:42,590
+المختلفة، حضرتش؟ في المرحلة التانية بيتم اختيار
+
+1067
+01:19:42,590 --> 01:19:46,350
+المنتج من التشكيلة المطروحة من قبل، يعني بنحدد
+
+1068
+01:19:46,350 --> 01:19:50,730
+منتج محدد من .. من .. ضمن المنتجات التي تم تعريفها
+
+1069
+01:19:50,730 --> 01:19:54,450
+سابقا يعني إحنا هنعمل الآن مصنع خيار، قولنا
+
+1070
+01:19:54,450 --> 01:19:59,050
+نسائية، إيش النسائي؟ هل هو جلبابات وعبياد؟ ولا
+
+1071
+01:19:59,050 --> 01:20:03,240
+فساتين؟واللي إيش بالظبط؟ بدي أحد .. فضل .. المرحلة
+
+1072
+01:20:03,240 --> 01:20:06,040
+الأخيرة اللي هي تصميم المونتاج و .. إيه قصة مفيدك
+
+1073
+01:20:06,040 --> 01:20:09,500
+مستها؟ أو اللي هي علامة التجارية بتاعتك؟ بس الناس
+
+1074
+01:20:09,500 --> 01:20:13,020
+يشرحوها و تروح عليها .. فضل .. إذا المنتجات كيف ال
+
+1075
+01:20:13,020 --> 01:20:16,620
+design تبعها هيكون؟ هل هو تقليدي؟ ولا إيه
+
+1076
+01:20:16,620 --> 01:20:19,860
+الخصوصية؟ كل شوية بتنزلي مونتاج أفضل من السابق؟
+
+1077
+01:20:22,420 --> 01:20:25,380
+أول حاجة تعريف المنتج هو تحديد مجموعة الأفكار
+
+1078
+01:20:25,380 --> 01:20:29,020
+لتطوير منتجات جديدة وتحديد ملامح كل فكرة وتأتي
+
+1079
+01:20:29,020 --> 01:20:32,780
+الأفكار من مصادر متنوعة في هذه المرحلة أو المنتج
+
+1080
+01:20:32,780 --> 01:20:36,680
+أنه نحدد مجموعة من الأفكار لتطوير منتجات جديدة
+
+1081
+01:20:36,680 --> 01:20:40,940
+وتحديد ملامح كل فكرة الأفكار بتكون جاي من مصدرين
+
+1082
+01:20:40,940 --> 01:20:44,200
+المصدر الأول قد يكون داخل، من داخل المنتج شو هي
+
+1083
+01:20:44,200 --> 01:20:47,800
+تعريف المنتج؟ يعني السلعب بتتأشير إيش السلعب
+
+1084
+01:20:47,800 --> 01:20:53,280
+بالضبط؟ إحنا دو حكينا إنه مصنع خيارةطيب زي ما
+
+1085
+01:20:53,280 --> 01:20:58,400
+حكيته هل الملابس ده بعتك عادية نفس اللي في السوق
+
+1086
+01:20:58,400 --> 01:21:04,420
+ولا إلك ميزة تنافسية؟ ماشي إذا إن هي .. يعني لما
+
+1087
+01:21:04,420 --> 01:21:08,520
+تيجي الصمم هل تصميمك جديد لأول مرة يلفت نظر
+
+1088
+01:21:08,520 --> 01:21:11,880
+الزباين ولا تصميم تقليدي .. تقليدي للناس؟ هذا
+
+1089
+01:21:11,880 --> 01:21:15,680
+بيسميه المنتج يعني أنا السلعتي كيف بدي أكون شكلها؟
+
+1090
+01:21:15,680 --> 01:21:18,260
+يعني أنا ده كلام أزرق، مختلف عن كلام أزرق اللي
+
+1091
+01:21:18,260 --> 01:21:21,790
+معاكي، كل مصنعإيه له إيش؟ إيه المنتج الخاص؟ المنتج
+
+1092
+01:21:21,790 --> 01:21:26,710
+الاتنين بيحرقوا نفس الهدف بس في اختلاف، حضري من
+
+1093
+01:21:26,710 --> 01:21:30,410
+المصادر اللي بتحدد المنتج قد تكون داخلية من داخل
+
+1094
+01:21:30,410 --> 01:21:34,030
+المصنع أو داخل المؤسسة أو المنظمة وقد تكون خارجية،
+
+1095
+01:21:34,030 --> 01:21:36,990
+بالنسبة للمصادر الداخلية في كل مكان .. في كل مصنع
+
+1096
+01:21:36,990 --> 01:21:41,310
+أو مؤسسة أو منظمة يوجد قسم بتجيبي مثلا iPhone،
+
+1097
+01:21:41,310 --> 01:21:44,270
+منتجات ال iPhone في الجوات، من وين بيجيوا أفكار
+
+1098
+01:21:44,270 --> 01:21:48,890
+تطويرها؟ كل إصدار مضور أكتر من اللي قبله، بقولك
+
+1099
+01:21:48,890 --> 01:21:52,520
+إما من داخلالشركة نفسها أو من خارجها؟ هنشوف؟
+
+1100
+01:21:52,520 --> 01:21:55,400
+بالنسبة للمصادر الداخلية من داخل الشركة قد يكون
+
+1101
+01:21:55,400 --> 01:21:59,580
+طبعاً في قسم للبحث والتطوير مهمته أنه بس يبحث
+
+1102
+01:21:59,580 --> 01:22:03,420
+ويطور فيه المنتجات الحاجة التانية اللي هو تحليل
+
+1103
+01:22:03,420 --> 01:22:06,340
+اقتراحات الزبائن طبعاً بيعملوا تقضية راجعة بياخدوا
+
+1104
+01:22:06,340 --> 01:22:09,280
+اقتراحات الزبائن عن المنتج السابق وبيحاولوا أنه
+
+1105
+01:22:09,280 --> 01:22:12,760
+يعدلوا الاشي هذا في المنتج الجديد أي اقتراح تصرع
+
+1106
+01:22:12,760 --> 01:22:16,480
+هنا على رقم المجال أو إلسن على SMS وإحنا هنضرب
+
+1107
+01:22:16,480 --> 01:22:19,910
+عليه هذه كلها بيانات تجينب قاعد بيانهاالحاجة
+
+1108
+01:22:19,910 --> 01:22:22,830
+التالتة اللي هو العابلون في المصنع أو الشركة نسمع
+
+1109
+01:22:22,830 --> 01:22:23,490
+اقتراحاتهم
+
+1110
+01:22:26,570 --> 01:22:30,890
+المنتج المصادر الخارجية قد تكون من الأسواق
+
+1111
+01:22:30,890 --> 01:22:34,350
+والمنتجات الموجودة في الأسواق سلوك المنافسين
+
+1112
+01:22:34,350 --> 01:22:38,090
+الشركات المنافسة والمنتجات تبعتهم اقتراحات خارجية
+
+1113
+01:22:38,090 --> 01:22:42,610
+عن طريق استشارة مسئولين ومتخصصين في هذا المجال
+
+1114
+01:22:42,610 --> 01:22:47,170
+بحوث ومؤتمرات ومجالات علمية مباكبة التطور والتقدم
+
+1115
+01:22:47,170 --> 01:22:52,090
+والبحث باستمرار في الأسواق العالمية عن هذا المنتج
+
+1116
+01:22:52,090 --> 01:22:56,930
+أو مثيل لهذا المنتج فده من أين نولد الأفكار؟لتصميم
+
+1117
+01:22:56,930 --> 01:23:01,530
+منتج خاص بنا أخدنا ميتار شركة iPhone أو شركة Apple
+
+1118
+01:23:01,530 --> 01:23:05,470
+عفوا للجوالات وإن هم أصلا عندهم تصمم البحث
+
+1119
+01:23:05,470 --> 01:23:09,710
+والتطرير الآن نزل إصدار جديد وهم لسه بدين ينزل
+
+1120
+01:23:09,710 --> 01:23:13,190
+بيكونوا مفاكروا في الإصدار اللي بعده طبعا بهمني في
+
+1121
+01:23:13,190 --> 01:23:16,630
+اللحظة هذه ناخد التقدير راجع من الناس على الإصدار
+
+1122
+01:23:16,630 --> 01:23:20,640
+اللي نزلناه عشان نستفيد منه في المستقبلاللي هي
+
+1123
+01:23:20,640 --> 01:23:23,880
+قراحات الزبائن ممكن كمان نتيح الفرصة للموظفين ليه
+
+1124
+01:23:23,880 --> 01:23:26,340
+يتعبالهم فكرة و لا حاجة و لا شافوا حاجة حابين
+
+1125
+01:23:26,340 --> 01:23:29,780
+نطبقها ممكن أنجر المصادر الخارجية يجيبوا و بيحطوا
+
+1126
+01:23:29,780 --> 01:23:33,580
+السوق اللي موجودة و يجيبوا فيها بعض المؤسسات سنوك
+
+1127
+01:23:33,580 --> 01:23:37,840
+المنافسين بس خد بالك التقليد الأعلى للمنافسين ..
+
+1128
+01:23:37,840 --> 01:23:42,860
+الأعمل للمنافسين خطأ خطأ أجيب نفس المنتج طبعا ال
+
+1129
+01:23:42,860 --> 01:23:48,520
+mystic طبعا انا ايش استفدنا احنا فلازم ايش انميز
+
+1130
+01:23:48,520 --> 01:23:51,680
+حالنا عن المنافسينلكن لا يعني انتجعهم يشوفوا ماشي
+
+1131
+01:23:51,680 --> 01:23:56,000
+بساوي و أقدم نفسي كتب لكن في أسلوبي أنا كمان
+
+1132
+01:23:56,000 --> 01:24:01,900
+اقتراحات من خارج مستشارين ناس متخصصين في بحوته و
+
+1133
+01:24:01,900 --> 01:24:05,780
+اتمرات في معارض بصي معارض صناعية بروح بحضرها و
+
+1134
+01:24:05,780 --> 01:24:08,720
+بشوف ممكن مجلة .. خد بالي المجلة العلمية اللي
+
+1135
+01:24:08,720 --> 01:24:12,420
+متخصصة يعني هتلاقي مجلة علمية عن نتل السيارات بس
+
+1136
+01:24:12,420 --> 01:24:18,100
+أحدث قطع السيارات بتشوفي في مجلة علمية للملابس
+
+1137
+01:24:18,650 --> 01:24:21,430
+خاماتها، أنواع الخطوط، كل هذا كله موجود، ممكن أنا
+
+1138
+01:24:21,430 --> 01:24:25,130
+أستفيد منه، و يكون قاعد بيانات سعيدة ليطلع أفكار
+
+1139
+01:24:25,130 --> 01:24:28,330
+لمنتج تبعي المميز، تفضلي
+
+1140
+01:24:32,940 --> 01:24:36,080
+أنماط الإنتاج والترتيب الداخلي للوحل الإنتاجية
+
+1141
+01:24:36,080 --> 01:24:38,860
+اللي هو أشكال الإنتاج اللي بيتم بداخل المصنع أو
+
+1142
+01:24:38,860 --> 01:24:43,040
+الشركة في عندنا أربع أنماط الإنتاج المستمر،
+
+1143
+01:24:43,040 --> 01:24:46,700
+الإنتاج المتقطع، إنتاج المشاريع، الإنتاج الهجيم
+
+1144
+01:24:46,700 --> 01:24:51,360
+خلينا نشوف أول حاجة الإنتاج المستمر هو نمط يخص
+
+1145
+01:24:51,360 --> 01:24:55,940
+المنتجات التي تنتج بحجم كبيرة جدا وتنوع قليل جدا
+
+1146
+01:24:55,940 --> 01:24:59,420
+الترتيب المناسب لهذا النوع هو الترتيب على أساس
+
+1147
+01:24:59,420 --> 01:25:04,530
+المنتجهذا النوع من الإنتاج بيختصب المنتجات اللي
+
+1148
+01:25:04,530 --> 01:25:08,610
+بتكون .. اللي بتتطلب إنتاج حجم كبير مع تنوع قليل،
+
+1149
+01:25:08,610 --> 01:25:13,630
+يعني منتج واحد أو نوع واحد من المنتجات الإنتاج
+
+1150
+01:25:13,630 --> 01:25:22,910
+المستمر، خُلي بالك، لا يخضع لغبات المستهلك،
+
+1151
+01:25:22,910 --> 01:25:30,910
+ماشي؟ كيف يعني؟ أو زي شو؟ زي الآن الإسمنة،
+
+1152
+01:25:30,910 --> 01:25:31,710
+الحجارة
+
+1153
+01:25:34,610 --> 01:25:39,590
+الرمل، الحسمة خُد يبالك، ساميرا عايز مثلا أسمنت،
+
+1154
+01:25:39,590 --> 01:25:42,810
+ما تتصل على صاحب محل أسمنت بيقول له أسمنت؟ طب أحلى
+
+1155
+01:25:42,810 --> 01:25:48,170
+أسمنت بتباع من البضقال، هو شفاته هذا أو عايز أسمنت
+
+1156
+01:25:48,170 --> 01:25:51,530
+لونه أخضر لو سمحت، هو معاهو إيش هو الأسمنت في كل
+
+1157
+01:25:51,530 --> 01:25:54,350
+مكان في العالم، يعني لو سفاتك كذا دولة بتلاقي
+
+1158
+01:25:54,350 --> 01:26:02,230
+الإسفلت نفس اللون، إذا هنا المصمع بيعمل كميات إيش؟
+
+1159
+01:26:02,400 --> 01:26:09,400
+كبيرة و إنتاج نمطي إنتاج نمطي معناه روتيني بتكرر
+
+1160
+01:26:09,400 --> 01:26:14,520
+مش هيجي يومي لك السمنت مثلا لغنه صيارة أحمر أو
+
+1161
+01:26:14,520 --> 01:26:17,480
+الحجارة صيارة من دهب، لأ لما تقولي بدي .. لو سمحت
+
+1162
+01:26:17,480 --> 01:26:21,140
+عايزة عربيت حسمة، ببعتلك حسمة، لا بتقولي ليه دي
+
+1163
+01:26:21,140 --> 01:26:25,040
+لغنة ولا بتقولي عايزة طعمها ولا شكلها، إيه دخلت
+
+1164
+01:26:25,040 --> 01:26:27,920
+إني أصلا، هذا بنتسمي إنتاج مستمر، بتكون كمياته
+
+1165
+01:26:27,920 --> 01:26:30,860
+كبيرة و إنتاج نمطي و طلب كبير
+
+1166
+01:26:34,280 --> 01:26:38,120
+يعني مش هتتصل سميرة ع محل سمانت أو مصورة سمانت
+
+1167
+01:26:38,120 --> 01:26:43,020
+تقول ابعتلك يس واحد ليش هذا؟ بتاخد كميات بالمئات
+
+1168
+01:26:43,020 --> 01:26:46,160
+أو بالاطنات، واضح؟ عشان هيك الإنتاج اللي هو استمر
+
+1169
+01:26:46,160 --> 01:26:54,180
+يكون تكاليفه مخفضة ليش؟ لأن كمياته كبيرة كل ما زاد
+
+1170
+01:26:54,180 --> 01:26:56,400
+كمية بقل الدفع فضلي
+
+1171
+01:26:59,540 --> 01:27:02,920
+خصائص الإنتاج المستمر، العاملين القليلي المهارة
+
+1172
+01:27:02,920 --> 01:27:06,660
+لأن المنتج .. المنتجات طبعا على نفس النمط
+
+1173
+01:27:10,860 --> 01:27:14,900
+المهم الواحدة لا تأخذ الكثير من الوقت لأن المهمة
+
+1174
+01:27:14,900 --> 01:27:17,860
+واحدة وفي كل المنتج .. يعني المنتج بيمر جميع
+
+1175
+01:27:17,860 --> 01:27:22,580
+المنتجات بتمر بنفس المراحل المكائن متخصص جدا، حجم
+
+1176
+01:27:22,580 --> 01:27:24,940
+الإنتاج ضخمش .. الألات للسمانة لو بدأ أخدها
+
+1177
+01:27:24,940 --> 01:27:27,280
+الحجارة مينفعش .. مينفعش .. ألات الحجارة بدأ أخدها
+
+1178
+01:27:27,280 --> 01:27:30,440
+اللاجورة مينفعش، الألة متخصصة بس في الشضا بتاعتها
+
+1179
+01:27:30,440 --> 01:27:34,310
+زي اللي إما أنت تشتري Neuronex خلات فقطانت شابه بس
+
+1180
+01:27:34,310 --> 01:27:37,390
+خلاطة بنعمل فيه عجينة مظبوطش ببكايت برضه مظبوطش
+
+1181
+01:27:37,390 --> 01:27:41,130
+هنا متخصصة بشغل واحدة بنسميها عجيمة المرونة مفهش
+
+1182
+01:27:41,130 --> 01:27:44,510
+هفككها و أحط فيها حاجة تانية حجم الإنتاج ضخم جدا
+
+1183
+01:27:44,510 --> 01:27:49,150
+لأن .. و هذه
+
+1184
+01:27:49,150 --> 01:27:54,070
+المنتجات قليلة التنوع المستهلك مالهوش رأي لما تقول
+
+1185
+01:27:54,070 --> 01:27:57,690
+اسمك عارفين اسمك في كل مكان في العالم لما تقولي
+
+1186
+01:27:57,690 --> 01:28:04,730
+فجارة نفسي .. انت كمستهلك مابتدخليش تفضليالإنتاج
+
+1187
+01:28:04,730 --> 01:28:08,250
+المتقطع يسمى كذا لأن عملية إنتاج الوحدة ليست
+
+1188
+01:28:08,250 --> 01:28:11,630
+مستمرة من بداية دخولها إلى خط الإنتاج و لحد
+
+1189
+01:28:11,630 --> 01:28:14,370
+الانتهاء من تشغيلها بل تكون متقطعة بسبب نقل و
+
+1190
+01:28:14,370 --> 01:28:19,650
+تحريك القطع و الوحدات إذا هنا متقطع يخضع لضغط سائل
+
+1191
+01:28:19,650 --> 01:28:28,070
+زي قدكم النوم و وظف النوم يعني الكنب ماشي سيضغط
+
+1192
+01:28:28,070 --> 01:28:33,890
+وهكذا هنا كمية
+
+1193
+01:28:35,470 --> 01:28:43,110
+الطلب صغيرة أو قليلة هي طيارة إذا
+
+1194
+01:28:43,110 --> 01:28:49,270
+نفسي على شماله عالي طبعا هنا مابنفع تتوصلي على أي
+
+1195
+01:28:49,270 --> 01:28:52,190
+مانجرة في البلد لو سمحت تعمل إتاج منهم مايمكن
+
+1196
+01:28:52,190 --> 01:28:55,430
+مايعجبكيش لازم تقوم بنفسك يا إما ترسلي على طريقة
+
+1197
+01:28:55,430 --> 01:29:01,090
+ال net أو تروحي على المعرض تتفرجي و تتناقشي عن
+
+1198
+01:29:01,090 --> 01:29:05,190
+مادة الخامواش خامت هادي وهادي و تختاري design معين
+
+1199
+01:29:05,190 --> 01:29:09,990
+و تتفجي انت وياه على السعر و على الموعد و بتختاري
+
+1200
+01:29:09,990 --> 01:29:13,810
+طاجم واحد نادر لمّا ييجي واحد يقولي بالتالت أتجوا
+
+1201
+01:29:13,810 --> 01:29:17,690
+نوعه، فده بصيرش أصلا، إذا الإنتاج متقطر، بيختار
+
+1202
+01:29:17,690 --> 01:29:21,830
+أقلنا، عشان هيك بتلاجأ في المعرض من كل حاجة هو
+
+1203
+01:29:21,830 --> 01:29:25,850
+بصناعة طاجم واحد بس، و كل واحد مختلف عن التاني،
+
+1204
+01:29:25,850 --> 01:29:28,790
+ليش؟ لأن وغبات الناس مختلفة، فمستحيل أن كلهم
+
+1205
+01:29:28,790 --> 01:29:32,320
+يختاروا نفس اللوع هذا، مستحيلة هذهزي اللي ما تدخلي
+
+1206
+01:29:32,320 --> 01:29:38,400
+المحل جلببات بتلاقي كتير قش تصنمان ممكن تصدف تنتين
+
+1207
+01:29:38,400 --> 01:29:42,040
+مختلفين بنتين مش هو نفس الجلباب لكن مش همر دائم مش
+
+1208
+01:29:42,040 --> 01:29:46,980
+مُسلم فيه الأدواق هنا مختلفة عشان هيك مافيش كميات
+
+1209
+01:29:46,980 --> 01:29:52,940
+كبيرة لأ بنوريكي بس الكتالوجي، بنوريك التصميم عجبك
+
+1210
+01:29:52,940 --> 01:29:57,120
+بنعمله، ماعجبكيش بضل، نستنفر، واحد تاني، واضح؟
+
+1211
+01:29:57,120 --> 01:30:00,460
+وقعد كنا بنشتغل منهم واحد، كنا بواحد؟زي نفس الشيء
+
+1212
+01:30:00,460 --> 01:30:04,000
+السيارات، بتروحي على المعارض تتفرجي، لكن صعب زي
+
+1213
+01:30:04,000 --> 01:30:07,140
+الـsmart allow، ابعتلي سيارة، لأ لازم تروحي و
+
+1214
+01:30:07,140 --> 01:30:11,500
+تشوفي بنفسك، هذا بنسميته إنتاج و تقطع، لإن عمليات
+
+1215
+01:30:11,500 --> 01:30:15,320
+الإنتاج مختلفة، لو كنت أعمل طريق النوم، تصميم معين
+
+1216
+01:30:15,320 --> 01:30:20,020
+مختلف عن تصميم آخر، و هكذا الكنب، الكنب و السيارات
+
+1217
+01:30:20,020 --> 01:30:25,330
+و هكذا، تفضليطبعا الترتيب عساسي العملية إيش قصده
+
+1218
+01:30:25,330 --> 01:30:28,870
+فيه إنه عمليات صناعة شاطر مختلفة مش زي الإسمان
+
+1219
+01:30:28,870 --> 01:30:33,590
+كلها مرة واحدة خصائص الإنتاج المتقطع العاملون
+
+1220
+01:30:33,590 --> 01:30:37,050
+يتسمون بالمهارة العالية معظم الوقت يضيع في
+
+1221
+01:30:37,050 --> 01:30:39,850
+الانتظار أو الحركة بين الأقسام هنا لازم يكون
+
+1222
+01:30:39,850 --> 01:30:46,290
+النجار شاطر و فنان لحتى يلبج جميع الطلبات عفوا هنا
+
+1223
+01:30:46,290 --> 01:30:49,910
+إحنا بنضلنا قاعدين مفتوحون شرماصنا غير يجيلي طلب
+
+1224
+01:30:51,910 --> 01:30:55,970
+متن سرير معين بتنعمل، ماحدش إيجي بضالي قاعد، مصعب
+
+1225
+01:30:55,970 --> 01:31:00,750
+أنا أعمل حاجات ماتعجبش الناس، هتضلها عندى المكان
+
+1226
+01:31:00,750 --> 01:31:04,090
+ذات غرض عام؟ أي أنها ليست متخصصة في وظيفة واحدة؟
+
+1227
+01:31:04,090 --> 01:31:06,950
+ممكن هنا in fact يكون ماركت، بتلاقي المنجلة نفسها
+
+1228
+01:31:06,950 --> 01:31:12,370
+بيستوى قنوم وكنب وقتال تاني، بس عليك تفكر زى Jazzy
+
+1229
+01:31:12,370 --> 01:31:14,990
+Brown اللي هو متعدد الاستخدام، بتشيلي القطعة و
+
+1230
+01:31:14,990 --> 01:31:19,050
+بتحطي القطعة فيها، يعني أنا مش متخصصة زى قبل شوية
+
+1231
+01:31:19,680 --> 01:31:25,200
+حجم الإنتاج من كل منتج متبسط حسب الطلب عدد
+
+1232
+01:31:25,200 --> 01:31:27,740
+للمنتجات أكتر من ما هو عليه في الإنتاج المستمر هنا
+
+1233
+01:31:27,740 --> 01:31:31,380
+المقصود فيه تنوع المنتجات هنا قلنا سمك خلاص انتوا
+
+1234
+01:31:31,380 --> 01:31:36,540
+سمك مش هلاقي عينيك سمك بالبرتقال لكن هنا لأ عدد
+
+1235
+01:31:36,540 --> 01:31:39,600
+المنتجات أنما النجار على سبيل المثال أنما النجار
+
+1236
+01:31:39,600 --> 01:31:42,980
+فيه قناع فيه كناب فيه طولات فيه صفرات فيه كراسي
+
+1237
+01:31:42,980 --> 01:31:45,980
+وهذا ده هذا مش موجود في الإنتاج ليش؟ المستمر
+
+1238
+01:31:49,310 --> 01:31:53,050
+إنتاج المشاريع وهذا هو النوع الخاص بإنتاج مونتجات
+
+1239
+01:31:53,050 --> 01:31:56,590
+ضخمة الحجم مثل الطائرات والسفن والمساكن وغيرها
+
+1240
+01:31:56,590 --> 01:32:00,290
+المونتج هنا واحد من نوعه ولا ينتج أكثر من واحدة
+
+1241
+01:32:00,290 --> 01:32:03,390
+واحدة في المرة الواحدة الترتيب الملائم لهذا النوع
+
+1242
+01:32:03,390 --> 01:32:07,310
+هو الترتيب حسب الموقع الثابت حيث أن جميع العمليات
+
+1243
+01:32:07,310 --> 01:32:12,010
+التي تقوم على المونتج تكون في مكان المونتج بالضبط
+
+1244
+01:32:12,010 --> 01:32:15,070
+بنسمي الترتيب على شخص الموقع الثابت الآن إحنا بنا
+
+1245
+01:32:15,070 --> 01:32:18,740
+نصنع طيارات وإغلاقاتبروحش أعمل مصنع أعمل مصنع في
+
+1246
+01:32:18,740 --> 01:32:22,040
+طيارة الطائرة بتكون في الفضاء في المكان مفتوح
+
+1247
+01:32:22,040 --> 01:32:25,040
+والعمليات بتتم في هذا المكان تيجي الأجهزة تصنع
+
+1248
+01:32:25,040 --> 01:32:27,980
+فيهم مش زي السيادة السيادة بتكون في مصنعها لأننا
+
+1249
+01:32:27,980 --> 01:32:32,400
+نبني منزل هي حتة الأرض بنبني منزل هنا كل حاجة تيجي
+
+1250
+01:32:32,400 --> 01:32:36,780
+هنا فبنسمي نقوة عليا لإن نقوة التابت مش احنا اللي
+
+1251
+01:32:36,780 --> 01:32:41,080
+بنروح هم بيجينا زي ما بنصنع سفينة أنا وياك وحنحطها
+
+1252
+01:32:41,080 --> 01:32:45,200
+على الشاطر وانا رايحين جينا عليهاالترتيب على أساس
+
+1253
+01:32:45,200 --> 01:32:48,160
+الموقع الثابت وذلك الترتيب اللذي يكون المونتج فيه
+
+1254
+01:32:48,160 --> 01:32:54,120
+ثابتا في مكانه ومجميع العمل تتحرك حولهم قصاء إنتاج
+
+1255
+01:32:54,120 --> 01:32:57,400
+المشاريع العاملون يتسمون بالمهارة العالية لأن ..
+
+1256
+01:32:57,400 --> 01:33:00,600
+بيكون
+
+1257
+01:33:00,600 --> 01:33:04,520
+مهارة عالية المشروع يحتاج إلى عملية مراقبة وتخطيط
+
+1258
+01:33:04,520 --> 01:33:08,000
+دقيق لطول الفترة الزمنية التي قد تمتد إلى عدة
+
+1259
+01:33:08,000 --> 01:33:09,600
+سنوات طبعا هذا المونتج
+
+1260
+01:33:15,070 --> 01:33:20,270
+طيب طيب طيب
+
+1261
+01:33:25,720 --> 01:33:29,340
+الإنتاج الهاجين هو نموذج مختلط من النمطين الأول
+
+1262
+01:33:29,340 --> 01:33:33,260
+والثاني أي المتقطع والمستمر وبدرجات مختلفة من
+
+1263
+01:33:33,260 --> 01:33:36,620
+الحجم حيث يكون الهدف من تبنيه هو الاستفادة من
+
+1264
+01:33:36,620 --> 01:33:40,860
+مزايا النمطين وتجنب مساويهما الترتيب الملائم هذا
+
+1265
+01:33:40,860 --> 01:33:44,020
+النوع على درجة كبيرة من التنوع وأوضح صورة لهو
+
+1266
+01:33:44,020 --> 01:33:48,020
+الترتيب الخلوي وتكنولوجيا المجامعةيتم اللجوء إلى
+
+1267
+01:33:48,020 --> 01:33:50,660
+هذا النوع عندما يكون هناك أعداد كبيرة من المنتجات
+
+1268
+01:33:50,660 --> 01:33:54,720
+ويطلب إنتاج حجوم كبيرة منها، أي أن يكون هناك طلب
+
+1269
+01:33:54,720 --> 01:33:58,220
+على أكتر من سلع متنوعة وبنفس الوقت يكون عدد
+
+1270
+01:33:58,220 --> 01:34:02,620
+الطلبات كثير حاجة ظهر جديد مع ظهور صناعة
+
+1271
+01:34:02,620 --> 01:34:09,180
+إلكترونيات، ماشي، يعني تصنع جوالات، لابتوب، آيباد،
+
+1272
+01:34:09,180 --> 01:34:13,340
+فده ظهر مع التطور HR تكنولوجي الترتيب الخلوي هو ..
+
+1273
+01:34:13,340 --> 01:34:17,210
+هو تعمل الجوال واحد، بس لأ دي كمانترتيب المكائن
+
+1274
+01:34:17,210 --> 01:34:20,190
+والمعدات الخاصة بإنتاج عائلة منتجات متشابهة في
+
+1275
+01:34:20,190 --> 01:34:24,290
+طريقة إنتاجها أو المواد الأولية في خلية أو مجموعة
+
+1276
+01:34:24,290 --> 01:34:27,990
+واحدة أي أن المعدات التي تنتج منتجات متشابهة من
+
+1277
+01:34:27,990 --> 01:34:31,270
+حيث الخصائص تكون في مكان واحد يعني إن القسم القطع
+
+1278
+01:34:31,270 --> 01:34:35,170
+يعمل لك يوم قسم القطع قسم التجميع في قسم التجميع
+
+1279
+01:34:35,170 --> 01:34:40,870
+قسم توكيب الخلايا الخلايا وجودها جاية من الخلايا
+
+1280
+01:34:40,870 --> 01:34:43,730
+زي ما ينتج القواعد المنتجية في القضانية ماشي؟
+
+1281
+01:34:52,360 --> 01:34:55,880
+خصائص الإنتاج الهاجين تشكيل عناقيد من فرق العمل
+
+1282
+01:34:55,880 --> 01:34:59,280
+تعمل في خلايا متعددة لحل المشاكل مشاكل المشتركة
+
+1283
+01:34:59,280 --> 01:35:02,300
+قرب المسافات بين الخلايا أو المجميع يساعد في تحقيق
+
+1284
+01:35:02,300 --> 01:35:03,520
+المرونة وسرعة الحركة
+
+1285
+01:35:10,090 --> 01:35:14,410
+حتى تسل الحركة بين الأقصام؟ هم الصناعي بيكون مثل
+
+1286
+01:35:14,410 --> 01:35:16,690
+ذالك، واحد، اثنين، ثلاثة، هذا بالخمس بيودل اللي
+
+1287
+01:35:16,690 --> 01:35:22,310
+بعده، وها كده، تفضل تقريبا خلّي أخبرك أي سؤال
+
+1288
+01:35:22,310 --> 01:35:27,370
+للأستاذ دعا؟ أي سؤال؟ طب على دي لمحة سريعة، كده،
+
+1289
+01:35:27,370 --> 01:35:31,950
+كده، كده، لأن ده أول production management، فكرها
+
+1290
+01:35:31,950 --> 01:35:43,900
+أي سؤال يا جماعة؟ واضح ولا صعب؟واضح الأمثلة؟ سمية
+
+1291
+01:35:43,900 --> 01:35:53,060
+شغالة بالشرح بتجمليها
+
+1292
+01:35:53,060 --> 01:36:00,820
+ولا بتحكي الحقيقة؟ احكيها الحقيقة يعني okay
+
+1293
+01:36:00,820 --> 01:36:04,770
+شكراوأنا وصلت الصحيفة الأكبر يا عزيزي عزيزي أهلا و
+
+1294
+01:36:04,770 --> 01:36:08,510
+سهلا أنت جاد تقولي اعطيك العافية أه بالضبط أنت من
+
+1295
+01:36:08,510 --> 01:36:10,630
+اللي علمنا الشيطان الغرجيل بسم الله الرحمن الرحيم
+
+1296
+01:36:10,630 --> 01:36:13,790
+الحمد لله والصلاة والسلام عن مصطفى الأمين سيدنا
+
+1297
+01:36:13,790 --> 01:36:17,350
+محمد وعلى آله ومن سابق على رسول يحسن اليوم الدنيا
+
+1298
+01:36:17,350 --> 01:36:20,330
+بدا السلام عليكم ورحمة الله كيف حالكم؟ كيف حمسيتوا
+
+1299
+01:36:20,330 --> 01:36:22,530
+اليوم؟ هنتبه موضوعنا السابق اللي هو ال
+
+1300
+01:36:22,530 --> 01:36:25,790
+communication ما عزم يدكوها ل .. لقوة تفضلي أولا
+
+1301
+01:36:25,790 --> 01:36:29,870
+تكمل مع بعض التصالات ال informal أو غيرها باسمين
+
+1302
+01:36:31,730 --> 01:36:35,910
+يعطيكم العافية جميعا اليوم هنستكمل موضوع الاتصالات
+
+1303
+01:36:35,910 --> 01:36:41,770
+نستذكر سويا مين ترجع تتذكر الموضوع بتعريف
+
+1304
+01:36:41,770 --> 01:36:46,590
+الاتصالات اتفضل
+
+1305
+01:36:46,590 --> 01:36:51,330
+أسمع وسيلة
+
+1306
+01:36:51,330 --> 01:36:59,830
+اتصال ووسائل عناصر الاتصال مرسل ومستقبل قناة
+
+1307
+01:36:59,830 --> 01:37:00,490
+الاتصال
+
+1308
+01:37:03,890 --> 01:37:08,050
+تكلمنا أيضا عن أنواع عملية الاتصال، الاتصال وفق
+
+1309
+01:37:08,050 --> 01:37:11,690
+نوع الرسالة، ما هي أنواع الاتصالات وفق نوع
+
+1310
+01:37:11,690 --> 01:37:17,670
+الرسالة؟
+
+1311
+01:37:17,670 --> 01:37:22,150
+شفوي،
+
+1312
+01:37:22,150 --> 01:37:26,610
+مكتوب و body language إما توصليها بالصوت أو
+
+1313
+01:37:26,610 --> 01:37:31,560
+بالكتابة أو باللوت الجسدحسب .. حسب نوع الاتصال
+
+1314
+01:37:31,560 --> 01:37:37,960
+اللي نستخدمها الرسالة وفق الاتجاهات و
+
+1315
+01:37:37,960 --> 01:37:43,300
+الأفقية بين ال .. بين الأقصى نفسها اليوم هنكمل في
+
+1316
+01:37:43,300 --> 01:37:46,980
+نوع تالت الاتصالات غير رسمية اللي هي ال informal
+
+1317
+01:37:46,980 --> 01:37:50,200
+communication وهي الاتصالات التي تتم خارج قنوات
+
+1318
+01:37:50,200 --> 01:37:54,560
+السلطة الرسميةخرج قانونات السلطة الرسمية أو
+
+1319
+01:37:54,560 --> 01:37:58,020
+المنظمة دون علاقة أو ارتباط بهرمية السلطة
+
+1320
+01:37:58,020 --> 01:38:02,700
+التنظيمية بتكون .. بتتم .. يعني بتتم داخل المنظمة
+
+1321
+01:38:02,700 --> 01:38:08,320
+لكن في حدود أو علاقات غير رسمية وهي بتكون في .. ان
+
+1322
+01:38:08,320 --> 01:38:11,240
+تتشهر فيها العلاقات الشخصية والاجتماعية مما يؤدي
+
+1323
+01:38:11,240 --> 01:38:14,740
+أحيانا إلى زيادة الإنتاج المقصود بغير رسمية يعني
+
+1324
+01:38:14,740 --> 01:38:20,190
+ماكونش مخططية انت جاية الصبح على الدوامشوفتي مدير
+
+1325
+01:38:20,190 --> 01:38:23,490
+الدسريق سلمتي عليه، صباح الحير كيف حالك يا شقبار،
+
+1326
+01:38:23,490 --> 01:38:26,930
+هذا المقصود بالغير إياش غير بسمي، روحت جيبي فنجار
+
+1327
+01:38:26,930 --> 01:38:30,810
+كهوة من كفتيرة المؤسسة، شوفت زميلتك فلانة من قسم
+
+1328
+01:38:30,810 --> 01:38:34,610
+المالية، سلمتي عليها، هذا المقصود بالقصارات إياش
+
+1329
+01:38:34,610 --> 01:38:38,270
+غير بسمي، في أخو صار عندها مناسبة، ذهب الجميع
+
+1330
+01:38:38,270 --> 01:38:42,880
+لزيارتها، بيكون الجاعة غير بسمية يعني، تفضليلكن
+
+1331
+01:38:42,880 --> 01:38:46,280
+لازم تكون موجودة لأن الإنسان بطبعه سهل الشماعية،
+
+1332
+01:38:46,280 --> 01:38:48,640
+لو هي ما سلمت عليك الدولة مابتقرصاش فيه ليش ما
+
+1333
+01:38:48,640 --> 01:38:55,300
+سلمتها، تفضلي من
+
+1334
+01:38:55,300 --> 01:39:00,220
+أنواع الاتصالات غير الرسمية الاتصالات العنقودية،
+
+1335
+01:39:00,220 --> 01:39:03,960
+من اسمها الاتصالات العنقودية يعني بتكون نوعا ما
+
+1336
+01:39:03,960 --> 01:39:09,560
+على شكل عنقود العناب، فتسمى الاتصالات العنقودية،
+
+1337
+01:39:09,560 --> 01:39:14,160
+مين تقرأنا التعريف؟تفضل نعم يتواجد على شبكة من شخص
+
+1338
+01:39:14,160 --> 01:39:18,540
+لأخر يتم
+
+1339
+01:39:18,540 --> 01:39:22,380
+التناول المعلومات فيها على شبكة بشبكة بين الأشخاص
+
+1340
+01:39:22,380 --> 01:39:27,120
+في المنظمة لها نوعان سلسلة النميمة والغيبة وسلسلة
+
+1341
+01:39:27,120 --> 01:39:31,420
+الانبوذية يعني هلأ كلمت إسلام حكتلها خبر إسلام
+
+1342
+01:39:31,420 --> 01:39:36,340
+كلمت سمية سمية واحدة كلمت خلوط خلوط كلمت هنأ هنأ
+
+1343
+01:39:36,340 --> 01:39:40,140
+كلمت وها كذا يتم تناقض معجبات من إلى إلى إلا زي
+
+1344
+01:39:40,140 --> 01:39:46,100
+اللي ما تسمع الخبر في الشغلمن أنواعها
+
+1345
+01:39:46,100 --> 01:39:49,260
+سلسلة النميمة والغيبة حيث يقوم الشخص ببث رسالة إلى
+
+1346
+01:39:49,260 --> 01:39:53,000
+أخرين وقد يحفظ لبعض السر وقد يفشيه أخرون وهي عبارة
+
+1347
+01:39:53,000 --> 01:39:56,040
+عن معلومات شخصية خصوصية عن الآخرين يعني سلسلة
+
+1348
+01:39:56,040 --> 01:39:59,200
+النميمة والغيبة بتكون نقل المعلومات فيها بشكل بطيء
+
+1349
+01:39:59,200 --> 01:40:02,920
+فكم واحد بفش السر وكم واحد بحافظ عليه في الشغل؟
+
+1350
+01:40:02,920 --> 01:40:06,060
+واحد بنقله مابنعرفش في أشخاص بيحفظوا السر وفي
+
+1351
+01:40:06,060 --> 01:40:08,240
+أشخاص بنقله من شخص إلى أخر يعني إذا أنا تحكي
+
+1352
+01:40:08,240 --> 01:40:13,770
+لإسلام الموضوع بيننا طيب؟احتمال المدير ينقل هناء،
+
+1353
+01:40:13,770 --> 01:40:17,810
+ماشي طبعا ده أفضل خاص الله وعلم هالإسلام تلاقى
+
+1354
+01:40:17,810 --> 01:40:20,450
+تتكلم ولا راح تتتصل عنها وتخبرها أو تروح تحكي
+
+1355
+01:40:20,450 --> 01:40:24,850
+لسميها صاحبة هناك أو تروح تنشر خبر كله في المؤسسة
+
+1356
+01:40:24,850 --> 01:40:28,370
+كل ما شوف هنا تحكيله هذه بتسميها النميمة والغايبة
+
+1357
+01:40:28,370 --> 01:40:31,710
+وهذه بتسميها المشاكل في المؤسسة ع فكرة بصيروا فيها
+
+1358
+01:40:31,710 --> 01:40:35,550
+قيلة وقالوا مين حكى ع مين وهكذا خاصة في بيئة
+
+1359
+01:40:35,550 --> 01:40:39,850
+المعلمات، تزعلوش، بيئة المعلمات المدرسة دي كتير
+
+1360
+01:40:39,850 --> 01:40:45,200
+فيهم موجودةليش سامينا زعلانة؟ لازم يعرفوا، لو
+
+1361
+01:40:45,200 --> 01:40:49,300
+ماعرفوش أفضلاش أصيبوا، بصير لهم حاجة مرضية يعني،
+
+1362
+01:40:49,300 --> 01:40:53,240
+فالهادي موجودة و دائما مش بس في العالمان، كمان في
+
+1363
+01:40:53,240 --> 01:40:57,620
+البيئة اللي فيها الإداريين ورا المكاتب، هادي شغلت
+
+1364
+01:40:57,620 --> 01:41:01,720
+هون، جال عمل سوى، راح يجوها كده، حضريإذن يتم فيها
+
+1365
+01:41:01,720 --> 01:41:07,060
+تنقل الأخبار أو المعلومات من خلال شخص واحد .. إنه
+
+1366
+01:41:07,060 --> 01:41:09,920
+شخص واحد يخبر الآخر على حدا وليس جميع الأشخاص في
+
+1367
+01:41:09,920 --> 01:41:12,760
+أنه الواحد؟ لأ هو بمسيكهم .. هو واحد بيحكي للتاني
+
+1368
+01:41:12,760 --> 01:41:15,640
+و التاني بيحكي للتالت إنه فلان خطب على زوجته،
+
+1369
+01:41:15,640 --> 01:41:19,920
+خلاص، كله مؤسسة، لكن جدامه بيبقوا على خطب مش
+
+1370
+01:41:19,920 --> 01:41:24,000
+عارفين على فكرة، جدامه طيبين و كويسين، فضلالنوع
+
+1371
+01:41:24,000 --> 01:41:27,640
+الآخر السلسلة اللي عندكوا دي هي مرر أحد العاملين
+
+1372
+01:41:27,640 --> 01:41:31,180
+معلومات إلى عدد قليل من الأشخاص الذين بدورهم جميعا
+
+1373
+01:41:31,180 --> 01:41:35,980
+أو بعضهم يمررون المعلومات إلى أخرين يعني هذا شغل
+
+1374
+01:41:35,980 --> 01:41:41,880
+شلان إسلان قاعدة معاكم في الدفع جاتكوا خبر أنتوا
+
+1375
+01:41:41,880 --> 01:41:44,240
+روحتوا على مساقات تانية كل واحدة تقعد مع الدفع في
+
+1376
+01:41:44,240 --> 01:41:47,000
+المساقات تانية يقولوا نفس الخبر ممكن طبعا تحطوا
+
+1377
+01:41:47,000 --> 01:41:51,100
+شوية إبهارات للإدارة، واضح؟ إذا النوع هو اتنا شخص
+
+1378
+01:41:51,100 --> 01:41:54,660
+لشخص لشخص لشخصبتصير بصراحة اللعب التاني جاعدين
+
+1379
+01:41:54,660 --> 01:41:57,160
+بيحظى بالشاي الصبح أو بالجهوة أو بيفطروا مع بعض
+
+1380
+01:41:57,160 --> 01:42:00,500
+بيصيروا يحكوا، لذا يتم نقل معلومات إلى الآخرين
+
+1381
+01:42:00,500 --> 01:42:03,000
+بشكل انتقالي، زي ما احنا .. احنا شايفين في ال ..
+
+1382
+01:42:03,000 --> 01:42:06,980
+في الشكل هذا، هنا شخص واحد يخبر مجموعة من الأشخاص،
+
+1383
+01:42:06,980 --> 01:42:11,320
+اي شخص واحد يتم تنقل معلومات إلى مجموعة من الأشخاص
+
+1384
+01:42:13,890 --> 01:42:17,070
+هنا عدة أشخاص يمررون معلومات إلى أخرين زي ما حكينا
+
+1385
+01:42:17,070 --> 01:42:20,790
+في النميمة والغايبة شخص يخبر الآخر فيتم تنقل
+
+1386
+01:42:20,790 --> 01:42:23,590
+معلومات ممكن تكون معلومات شخصية كلهم يتنقل الأخبار
+
+1387
+01:42:23,590 --> 01:42:25,590
+إلى بعضهم الاخرين يعني حتى لو هم بيهتموا
+
+1388
+01:42:25,590 --> 01:42:28,490
+بالمعلومات الشخصية أكتر يعني مين اتجوز مين خطب مين
+
+1389
+01:42:28,490 --> 01:42:32,910
+بنابات وطبعا بيهتموا كمان معلومة الراتب برضه هم
+
+1390
+01:42:32,910 --> 01:42:41,490
+الحضرين يتنقلوها خليني
+
+1391
+01:42:41,490 --> 01:42:44,710
+ع الشؤال اه ماحب أقعد هناكلأ ماتأخذمش الإجابة
+
+1392
+01:42:44,710 --> 01:42:50,010
+خليني أفكر ما هي أسباب وجود الإتصالات غير رسمية؟
+
+1393
+01:42:50,010 --> 01:42:53,350
+ليش كل ما تقعد فيه حاجة عن سحب لازم الكل يعرفها
+
+1394
+01:42:53,350 --> 01:42:58,230
+يعني؟ إيش المشكلة لو مايعرفوها إش؟
+
+1395
+01:42:58,230 --> 01:43:03,150
+و هم بيبقى غير ما يعرفوها يعني
+
+1396
+01:43:03,150 --> 01:43:07,050
+ماتبنى السخدم اللي هي ال .. يعني إتصالات غير رسمية
+
+1397
+01:43:07,050 --> 01:43:10,570
+يعني
+
+1398
+01:43:10,570 --> 01:43:14,630
+ماكنت جاملة و ملاقية كل يوم ماتحكوش في حاجةيكون في
+
+1399
+01:43:14,630 --> 01:43:18,410
+علاقات شخصية أو اجتماعية؟ كنتات، طبيعة الإنسان
+
+1400
+01:43:18,410 --> 01:43:20,990
+الاجتماعي محددته، فبيئات من الأشياء الاجتماعية
+
+1401
+01:43:20,990 --> 01:43:26,590
+نشوف السبب الأول زيادة
+
+1402
+01:43:26,590 --> 01:43:29,930
+عدد الاندماجات والاستحواذ بين الشركات يعني كل ما
+
+1403
+01:43:29,930 --> 01:43:32,930
+كان في علاقات أكتر بين المنظمات مع بعض بتزيد فرصة
+
+1404
+01:43:32,930 --> 01:43:37,210
+الاتصالات غير رسمية بالموظفين، أيوة تغيير مواقع
+
+1405
+01:43:37,210 --> 01:43:40,550
+المنظمات من مراكز المدن إلى الدواحي أو مراكز أخرى
+
+1406
+01:43:42,010 --> 01:43:46,370
+هذه مش عارفة هي المفروض في المدن بتكون رسمية هو
+
+1407
+01:43:46,370 --> 01:43:49,370
+السؤال هنا هي ليش الاتصالات اللي هي الرسمية تنتشر
+
+1408
+01:43:49,370 --> 01:43:53,910
+اللي أخياش المقصود، تفضلي لأ، بس لإنه بتغير مركز
+
+1409
+01:43:53,910 --> 01:43:57,130
+مثلا المؤسسة من هنا لها فانت في المنطقة أخبارهم
+
+1410
+01:43:57,130 --> 01:44:02,370
+بتلقع مثلا لما سندماش بين مؤسسة لمؤسسة، يعني مثلا
+
+1411
+01:44:02,370 --> 01:44:04,630
+المؤسسة الكبيرة تشتري المؤسسة للصغيرة، شيء طبيعي
+
+1412
+01:44:04,630 --> 01:44:08,090
+الموظفين هينتقم هينهبقوا أبعاد و اكتشفوا بعض،
+
+1413
+01:44:08,090 --> 01:44:13,070
+ماشي؟ أيضا ممكن نقل المنظمة نفسهامن موقع من
+
+1414
+01:44:13,070 --> 01:44:16,250
+المدينة إلى أخرى في طبيعي التصنيع باسمها شمالها
+
+1415
+01:44:16,250 --> 01:44:21,290
+تمشي معاها تمام هي أصلا موجودة مع وجود تنزيل أو
+
+1416
+01:44:21,290 --> 01:44:25,750
+باسمها لدينا نوع اسمه الإدارة بالتجوال اللي هو ..
+
+1417
+01:44:25,750 --> 01:44:30,010
+اللي هي management by wandering around اللي هو
+
+1418
+01:44:30,010 --> 01:44:33,210
+تجوال أن المدير يكون يعمل .. يعمل تجوال على
+
+1419
+01:44:33,210 --> 01:44:36,330
+المؤسسة زي الناس اللي هتعمل جولة على الصفوف الصبح
+
+1420
+01:44:36,330 --> 01:44:39,770
+مثلاأسلوب اتصال يقوم على أساس تجوال المدير في
+
+1421
+01:44:39,770 --> 01:44:42,730
+المنظمة وتبادل الحديث العفوية مع الآخرين يعني
+
+1422
+01:44:42,730 --> 01:44:46,370
+المدير هنا بيحاول يخلق يعني وسيلة اتصال غير رسمية
+
+1423
+01:44:46,370 --> 01:44:49,810
+أو عفوية مع العاملين وأحيانا هذا بيؤدي إلى زيادة
+
+1424
+01:44:49,810 --> 01:44:52,510
+الإنتاج إذا حاول المدير أن يبني علاقات شخصية مع
+
+1425
+01:44:52,510 --> 01:44:55,250
+العاملين هنا المدير بنزل على المصمع، بتجول بين
+
+1426
+01:44:55,250 --> 01:44:59,670
+العمال، ماشي بقعد بسمع منهم، بسمعوا منهم، بحل
+
+1427
+01:44:59,670 --> 01:45:03,210
+مشاكلهم، هذه بيسميها إجابة تجوال، لكن هذه بدها خطة
+
+1428
+01:45:03,210 --> 01:45:07,680
+معينة، مش كل يوم يعملهايعني بيحاول مثلا المدير
+
+1429
+01:45:07,680 --> 01:45:11,700
+يشوف مثلا رأي للعاملين في الشغل أو إيش بيعمله،
+
+1430
+01:45:11,700 --> 01:45:14,380
+ممكن نحكي هاي مثلا في الفنادق أو إيش محاكل مثلا أو
+
+1431
+01:45:14,380 --> 01:45:16,920
+إيش هاي المفاوضات أو إيش هاي الفنظان الجديد، زي
+
+1432
+01:45:16,920 --> 01:45:18,200
+كده؟ تمام
+
+1433
+01:45:26,130 --> 01:45:29,190
+طيب هي عندنا مخطط توضيحي للاتصالات الرسمية و غير
+
+1434
+01:45:29,190 --> 01:45:32,410
+الرسمية احنا حكينا حسب الهيكل التنظيمي عندنا رئيس
+
+1435
+01:45:32,410 --> 01:45:35,770
+مجلس الإدارة في الإدارة العليا بعدها بيجي المدير
+
+1436
+01:45:35,770 --> 01:45:38,810
+العام بعدها اللي هي الأقسام مدير إدارة التسويق
+
+1437
+01:45:38,810 --> 01:45:43,170
+المالية والإنتاج عندنا بين .. حكينا هنا الاتصالات
+
+1438
+01:45:43,170 --> 01:45:47,610
+النازلة من الإدارة العليا للدنيا إلى الأقسام هنا
+
+1439
+01:45:47,610 --> 01:45:51,370
+هتكون العكس من رئساء الأقسام إلى الإدارة العليا
+
+1440
+01:45:51,370 --> 01:45:53,910
+اللي هو رئيس مجلس الإدارة إيش يشكل اتصال النازلة
+
+1441
+01:45:53,910 --> 01:45:58,200
+اللي حكينا الماضية؟ماشي بيعطي الإدارة العظيم ده
+
+1442
+01:45:58,200 --> 01:46:02,760
+الدنيا؟ قواعدات، إنتاجات و تعليمات و أوامر
+
+1443
+01:46:02,760 --> 01:46:08,860
+فبنسبالي أعلى توصيات، شكاوى، اقتراحات و تقارير
+
+1444
+01:46:08,860 --> 01:46:12,420
+الأداء على نفس المستوى عندنا بين رئيس مجلس الإدارة
+
+1445
+01:46:12,420 --> 01:46:16,140
+والمدير العام تكون اتصالات رسمية اللي هو هيوصل
+
+1446
+01:46:16,140 --> 01:46:20,540
+التقارير نعم نعم أما بين مدير الإنتاج ومدير ..
+
+1447
+01:46:20,540 --> 01:46:23,800
+ورئيس مجلس الإدارة غير رسمية ألا لأ صاعد يعني صاعد
+
+1448
+01:46:23,800 --> 01:46:31,280
+صاعدهيك ساعة ده؟ أه، لكن لو رئيس مجلس الإدارة شايف
+
+1449
+01:46:31,280 --> 01:46:34,960
+مدير الإنتاج على الدرج مثلا أو في الناس اللي هتسلم
+
+1450
+01:46:34,960 --> 01:46:39,580
+عليهم، قعد إيه؟ هتتصلى بس، وقعد ايه؟ طبعا خودي
+
+1451
+01:46:39,580 --> 01:46:42,160
+بالك لو رجع .. لو مسحكت الأخضر اللي انتي حاطة،
+
+1452
+01:46:42,160 --> 01:46:46,980
+هتلاقي مالهاش اتجاه، تقارب، مالهاش اتجاه، عشان
+
+1453
+01:46:46,980 --> 01:46:49,280
+ليه؟ فنسميهاش اتصالات كده، نسميها اتصالات غربسمية
+
+1454
+01:47:00,730 --> 01:47:03,790
+طيب معنا سؤال اختاري الإجابة صحيح تحفيز القهة
+
+1455
+01:47:03,790 --> 01:47:08,190
+عاملين هو أحد أنواع الاتصالات؟ عنا قرار كلانا أخدت
+
+1456
+01:47:08,190 --> 01:47:14,750
+طبقيا، إيش هذا؟ قرار، تحفيز قراران، نهر، نهر
+
+1457
+01:47:14,750 --> 01:47:20,170
+الأسفل
+
+1458
+01:47:20,170 --> 01:47:23,970
+مين
+
+1459
+01:47:23,970 --> 01:47:27,150
+جابنا السؤال هذا و بتقرأه؟ التجوال ممتاز، التجوال
+
+1460
+01:47:37,130 --> 01:47:41,290
+طيب عندنا شبكات اتصال الفريق، من أنت عارفلي شبكات
+
+1461
+01:47:41,290 --> 01:47:46,170
+اتصال الفريق؟ هو فريق العامل، تفضل يا ساحر، هي
+
+1462
+01:47:46,170 --> 01:47:50,010
+نظام اتصال خلاله يتواصل أفراد الفريق أو المجموعة
+
+1463
+01:47:50,010 --> 01:47:53,110
+بعضهم البعض، إذا هو نظام بتبعه عشان يتم التواصل
+
+1464
+01:47:53,110 --> 01:47:56,440
+بين بعضهم البعض، بين موظفينعنا نوعين الشبكة
+
+1465
+01:47:56,440 --> 01:47:59,460
+المركزية للاتصال و الشبكة الغير مركزية للاتصال
+
+1466
+01:47:59,460 --> 01:48:03,120
+يعني الشبكة المركزية للاتصال هي هيكل للاتصالات
+
+1467
+01:48:03,120 --> 01:48:06,920
+يتصل أفراد بعضهم ببعض من خلال فرد واحد يعني بيكون
+
+1468
+01:48:06,920 --> 01:48:11,920
+في عندنا فرد واحد ممكن هو يتاخد القرار هات بتبعه
+
+1469
+01:48:11,920 --> 01:48:14,720
+أحيانا في ال .. مثلا يكون في عندنا مواقف بسيطة أو
+
+1470
+01:48:14,720 --> 01:48:19,880
+غير معقدة ..بيكون في شخص واحد ممكن يتخذ القرار
+
+1471
+01:48:19,880 --> 01:48:23,200
+ويتمنقل القرار إلى المجموعة أو باقي أعضاء الفريق
+
+1472
+01:48:23,200 --> 01:48:26,140
+يعني يعتمد على شخص واحد ممكن يكون هو مثلا مدير
+
+1473
+01:48:26,140 --> 01:48:29,940
+المشروع أو المدير العام وحكي .. ممكن مافيه يعني
+
+1474
+01:48:29,940 --> 01:48:33,620
+شخص واحد هو مركز التصلات المدير يبعت القرار و هو
+
+1475
+01:48:33,620 --> 01:48:36,800
+بعمله هذا المقصود فيه ممكن مايكون .. مايكونش حاجة
+
+1476
+01:48:36,800 --> 01:48:44,480
+انه ياخد مثلا .. يكون قرار سريع زي
+
+1477
+01:48:44,480 --> 01:48:49,010
+مثلا في تعليممافيش حاجة اسمها ييجي طايق وفدعيك لأ
+
+1478
+01:48:49,010 --> 01:48:51,630
+لازم الناس تتجمعك عاملة، خلاص عاملة بالتزم، عاملة
+
+1479
+01:48:51,630 --> 01:48:55,270
+مش خالص يعني، هي المركز، زي إيجارة المدرسة، مثلا
+
+1480
+01:48:55,270 --> 01:48:57,570
+الناس عارفتوا أنه بكرا فيه ضرب، لازم اتعامل مع
+
+1481
+01:48:57,570 --> 01:49:02,030
+المعالمات، هي التبعات، هي المركز، وده، أما معالمة
+
+1482
+01:49:02,030 --> 01:49:05,670
+تبع التبعات مايمكن نجلب ولا حاجة، مش هي .. ماتحملش
+
+1483
+01:49:05,670 --> 01:49:10,470
+المسؤوليةهنا أشكال توضيحية لشبكة المركزية
+
+1484
+01:49:10,470 --> 01:49:13,050
+الاتصالات حكيانة يتم فيها تعامل فرد واحد مع باقي
+
+1485
+01:49:13,050 --> 01:49:16,790
+أفراد المجموعة يعني على شكل سلسلة فرد واحد أو مثلا
+
+1486
+01:49:16,790 --> 01:49:19,870
+مدير المشروع أو القائد يتم بنقل القرار أو
+
+1487
+01:49:19,870 --> 01:49:22,450
+المعلومات لباقي أفراد المجموعة فماشي خلوا يبقى هنا
+
+1488
+01:49:22,450 --> 01:49:25,990
+في علاقة بين واحد واتنين لكن فيش علاقة من واحد
+
+1489
+01:49:25,990 --> 01:49:29,510
+لتلاتة ولا من واحد لأربع لكن في علاقة من اتنين
+
+1490
+01:49:29,510 --> 01:49:32,130
+لتلاتة إذا تلاتة اتنين مسؤولة عن تلاتة تلاتة
+
+1491
+01:49:32,130 --> 01:49:35,130
+مسؤولة عن أربع بتناقل الأخبار أربع مسؤولة عن تلاتة
+
+1492
+01:49:35,130 --> 01:49:42,410
+تلاتةهو إيش القرار، تفضلي هنا عنا .. هنا شكل سلسلة
+
+1493
+01:49:42,410 --> 01:49:47,290
+على شكل حرف Y عندنا مثلا فرد أو قائد المجموعة بنقل
+
+1494
+01:49:47,290 --> 01:49:53,770
+القرار عن اتنين مثلا بنقل القرار لتنين و لتلاتة و
+
+1495
+01:49:53,770 --> 01:49:59,490
+لاربعة، اربع مسئول عن خمسة يوصله يعني على شكل عجلة
+
+1496
+01:49:59,490 --> 01:50:03,950
+يعني هو هي .. يعني يعتبر هذا ال center في المجموعة
+
+1497
+01:50:04,860 --> 01:50:08,780
+بنقل .. بنقل لباقي أفراد المجموعة كلهم لإن واضح إن
+
+1498
+01:50:08,780 --> 01:50:13,000
+واحد مافيش بينه وبين حدا أي واسطة لكن هم لازم
+
+1499
+01:50:13,000 --> 01:50:16,800
+يحكوا لواحد وقمة يعني بمعنى أخوان لو اتنين بتحكي
+
+1500
+01:50:16,800 --> 01:50:20,740
+مع الحمس كيف بتحكي؟ عبارة عن واحد لو تلاتة بتحكي
+
+1501
+01:50:20,740 --> 01:50:23,280
+لها أربعة عبارة عن واحد لإنهم لازم تقعد في النص
+
+1502
+01:50:23,280 --> 01:50:26,000
+عامل كده زي أمزكي من سلسلة كلها جهاز
+
+1503
+01:50:33,560 --> 01:50:37,320
+أنا الشبكة اللي هي مركزية للاتصالات هو هيك الاتصال
+
+1504
+01:50:37,320 --> 01:50:40,600
+يتصل أفراد فيه ببعضهم بحرية ويتاخدون القرارات مع
+
+1505
+01:50:40,600 --> 01:50:44,440
+بعضهم هنا بيكون نوعا ما في علاقات بينهم شخصية ممكن
+
+1506
+01:50:44,440 --> 01:50:48,140
+يتاخدوا القرار مع بعض فهنا يعني تقريبا بيكون في
+
+1507
+01:50:48,140 --> 01:50:52,380
+عندهم تاخذية عكسية أو راجعة بشكل أكبر ومباشر أنا
+
+1508
+01:50:52,380 --> 01:50:55,480
+أنواع الشبكات اللي هي مركزية أنا على شكل دائرة
+
+1509
+01:50:55,480 --> 01:50:59,540
+مركزية خدمات مدرسة مالهاش مركز زيتاو لأ الدائرة
+
+1510
+01:50:59,540 --> 01:51:03,660
+مالهاش أول من آخر اللي بنوصلها نفس الشيءيعني ما ما
+
+1511
+01:51:03,660 --> 01:51:07,300
+عندهم مركز أو قائد معين كلهم بيتموا نقشة ال ..
+
+1512
+01:51:07,300 --> 01:51:11,040
+يعني القرار فيما بعضهم البعض بنقوله بين بعضهم يعني
+
+1513
+01:51:11,040 --> 01:51:14,700
+دائري متداخل يعني نفس النظام هتبسكي في أنهم
+
+1514
+01:51:14,700 --> 01:51:17,860
+بيحاولوا يتناقلوا الأخبار هت .. يعني نوعا ما بيصير
+
+1515
+01:51:17,860 --> 01:51:20,900
+فيه تغذية عكسية أو راجعة بشكل مباشر
+
+1516
+01:51:30,890 --> 01:51:36,690
+ما هي شبكة الاتصال أكثر فعالية في المواقف المعقدة؟
+
+1517
+01:51:36,690 --> 01:51:39,330
+المركزية عملها مركزية؟
+
+1518
+01:51:40,800 --> 01:51:45,180
+لأ حكينا المركزية يعني قادر شخص واحد أو القائد
+
+1519
+01:51:45,180 --> 01:51:48,640
+يتخذ بدون ما ياخد رأي المجموعة أما المواقف المعقدة
+
+1520
+01:51:48,640 --> 01:51:52,220
+بيكون بدنا يعني حلول فيها وقرائع العاملين فبتم
+
+1521
+01:51:52,220 --> 01:51:55,840
+فيها تغذية يعني تغذية أو نقاش بينهم كلهم ففي
+
+1522
+01:51:55,840 --> 01:51:58,940
+المواقف البسيطة بنستخدم المركزية اللي هو نكتفي
+
+1523
+01:51:58,940 --> 01:52:01,960
+بقرار القائد وبنمشي عليه أما في المواقف المعقدة
+
+1524
+01:52:01,960 --> 01:52:05,160
+لازم يكون في تغذية ونقاش فيه القرار في أخذ و أعطف
+
+1525
+01:52:05,160 --> 01:52:09,330
+الكلام لكن احنا مش بضعينا ظروف تكون مركزيةبعد
+
+1526
+01:52:09,330 --> 01:52:13,890
+الانفار تفتح عينة الظروف المركزية في حالة طارقة
+
+1527
+01:52:13,890 --> 01:52:22,790
+تحتاج حل سريعا طيب
+
+1528
+01:52:22,790 --> 01:52:25,630
+احنا حكينا ان عملية الاتصال مهمة جدا لزيادة
+
+1529
+01:52:25,630 --> 01:52:28,770
+الفعالية والانتاج في المنظمة ولكن عندنا ال
+
+1530
+01:52:28,770 --> 01:52:32,050
+communication barriers اللي هو ممكن يكون في عين
+
+1531
+01:52:32,050 --> 01:52:36,590
+عقبات تؤدي إلى فشل عملية الاتصال وبالتالي ما بتوصل
+
+1532
+01:52:36,590 --> 01:52:38,090
+الرسالة للشخص المستقبل
+
+1533
+01:52:41,070 --> 01:52:44,210
+أول سبب تعابير مكتوب أو شافة هي ضعيفة وغير مؤثرة
+
+1534
+01:52:44,210 --> 01:52:49,030
+حكينا أهم إشي تكون رسالة .. رسالة مقنعة .. مقنعة
+
+1535
+01:52:49,030 --> 01:52:52,850
+للطرف الآخر ومؤثرة لكن إذا استخدم فيها اسلوب يعني
+
+1536
+01:52:52,850 --> 01:52:56,450
+غير مؤثر مارح توصله بشكل صحيح أو مكتوبة بشكل هكم
+
+1537
+01:52:56,450 --> 01:53:00,210
+مش كتير مهم خلاص يعني شو هو الملوك اختيار غير
+
+1538
+01:53:00,210 --> 01:53:03,590
+موافق لوسيلة الاتصال حكينا قناة الاتصال واختيار
+
+1539
+01:53:03,590 --> 01:53:06,790
+نوعها هي أهم إشي في عملية الاتصال حتى توصله بشكل
+
+1540
+01:53:06,790 --> 01:53:09,210
+صحيح نبعد تدعوها جوال .. نتوصلها على جوالها لكن
+
+1541
+01:53:09,210 --> 01:53:13,880
+مافع ندعوها مش معكيفنا نتصل مع بعضنا؟ فدي مشكلة
+
+1542
+01:53:13,880 --> 01:53:17,480
+الفشل فيه إدراك و فهم الإشارات غير اللفظية التي
+
+1543
+01:53:17,480 --> 01:53:20,660
+تشكل يوم نمط مهم من أنماط الاتصال ميقضيه إلى تشكل
+
+1544
+01:53:20,660 --> 01:53:25,200
+رسائل مختلطة عنا ال .. ال .. يعني حكينا أحيان من
+
+1545
+01:53:25,200 --> 01:53:27,480
+أنواع .. من أنواع الاتصالات نستخدم ال body
+
+1546
+01:53:27,480 --> 01:53:31,660
+language فإذا أنت يعني أحيانا بيعبر الشخص ب .. ب
+
+1547
+01:53:31,660 --> 01:53:35,140
+.. يعني بلغة جسد معينة ما بتوصل .. بتكون عكس
+
+1548
+01:53:35,140 --> 01:53:37,700
+الفكرة اللي بده يوصلها يعني يالا بتحكي لسميرة
+
+1549
+01:53:37,700 --> 01:53:39,780
+بالإشارات ماتحكيش الموضوع هذا
+
+1550
+01:53:44,110 --> 01:53:47,930
+يعني الرسالة المختلطة، عدم تطابق مضمون رسالة
+
+1551
+01:53:47,930 --> 01:53:51,110
+المراد إرسالها مع التعبيرات والحركات الجسدية أو
+
+1552
+01:53:51,110 --> 01:53:53,270
+ملامح الوجه، يعني من خلال أنا ال body language
+
+1553
+01:53:53,270 --> 01:53:56,590
+عندي بحاول أوصل لإسلام فكرة معينة، لكن هي فهمتها
+
+1554
+01:53:56,590 --> 01:54:02,950
+بشكل آخر، أما بكون في الرسالة أي شيء عامة؟
+
+1555
+01:54:02,950 --> 01:54:12,250
+يعني إيش نفس الكلام هذا تمثيلة تمثيلة أو ممكن حد
+
+1556
+01:54:12,250 --> 01:54:12,630
+يستعمل
+
+1557
+01:54:35,680 --> 01:54:40,280
+بتحاول لكن أنا عكس اللي بدك تواصلي ممتاز لأ ممتاز
+
+1558
+01:54:49,580 --> 01:54:55,840
+خلّيها بقى حتة أو اتنان شهرة مش سهلة يعني
+
+1559
+01:54:55,840 --> 01:54:59,260
+السبب الخامس الإرباكات المادية أثناء عملية الاتصال
+
+1560
+01:54:59,260 --> 01:55:03,140
+مثل المقاطعة أثناء حديث هاتفي يعني لو أنا بحكي ..
+
+1561
+01:55:03,140 --> 01:55:06,540
+يعني لو بكون بحكي في اتصال مثلا مهم و أجي حد قطعني
+
+1562
+01:55:06,540 --> 01:55:09,220
+هيك تفشل عملية الاتصال لحد اللي بتواصل معاه يعني
+
+1563
+01:55:09,220 --> 01:55:12,500
+ممكن يا جوال و أجي حد زبون لو سانحكي لو سانحكي و
+
+1564
+01:55:12,500 --> 01:55:15,320
+أنت شايفها تحكي استنى شوية يعني بقى أنا بعمل عملية
+
+1565
+01:55:15,320 --> 01:55:18,260
+.. لو كنت حاجة طارية اومي بتكلم جواللما هو بيبقى
+
+1566
+01:55:18,260 --> 01:55:21,180
+بتجوّل، لش شغله جوّال، هتدوس؟ لما هو أه لأ، بس
+
+1567
+01:55:21,180 --> 01:55:23,060
+اللي هي بتكون متبذلة و اللي هي بتكون متبذلة، و
+
+1568
+01:55:23,060 --> 01:55:26,880
+متبذلة .. بتضلك أنا أساساً، اللي محيط بالتلقى و
+
+1569
+01:55:26,880 --> 01:55:30,780
+التبركات المالية زيارات مفاجئة و غير متوقعة، بيكون
+
+1570
+01:55:30,780 --> 01:55:34,920
+مثلا المدير أو العامل يعني قاعد بيشتغل و فجأة تجي
+
+1571
+01:55:34,920 --> 01:55:36,560
+زيارة مفاجئة .. هذا مفاجئة في المجتمع، اقول ما
+
+1572
+01:55:36,560 --> 01:55:39,540
+زيغة بتاخد مواعبين، لا داعي زيادة العمل على فكرة،
+
+1573
+01:55:39,540 --> 01:55:41,820
+هذا مكان عمل، مش مكان زيارة، لكن مفاجئة ماشوفتيهم
+
+1574
+01:55:41,820 --> 01:55:42,600
+جاي، خال
+
+1575
+01:55:47,080 --> 01:55:50,180
+انعدام الخصوصية أثناء الاتصال، لما أكون أحكي مع حد
+
+1576
+01:55:50,180 --> 01:55:53,160
+أوى في اجتماع مافي خصوصية في الموضوع طبعا هو ده كل
+
+1577
+01:55:53,160 --> 01:55:57,450
+موضوع خاص وسروي مابنحكيه قدام الناسالتفاوت في
+
+1578
+01:55:57,450 --> 01:56:01,890
+السلطة الوظيفية مما يسبب تغيير متعمد غير عفوي في
+
+1579
+01:56:01,890 --> 01:56:05,070
+مضمون هو يطلق عليه التصفية التفاوت في السلطة
+
+1580
+01:56:05,070 --> 01:56:07,950
+الوظيفية يعني مثلا المرئوسين أو العملاء بيكون
+
+1581
+01:56:07,950 --> 01:56:12,390
+عندهم مثلا قرار معين او يعني تقرير معين او معلومات
+
+1582
+01:56:12,390 --> 01:56:16,610
+رئيسة بتاعتها سبيل متال سميرة، سميرة المدير العام
+
+1583
+01:56:16,610 --> 01:56:19,950
+سحب، هل كتبت شكوه في سميرة؟ طبعا هو حسب ال
+
+1584
+01:56:19,950 --> 01:56:26,190
+consensus بتطلع الشكوه لسميرة أو لسحبفرحت هالة و
+
+1585
+01:56:26,190 --> 01:56:29,210
+قدّت الشيخ ولا سامية، طبعا سامية مليانها فرحت شدت
+
+1586
+01:56:29,210 --> 01:56:33,210
+شوية حاجات و عملت حالة طيبة، و بعدها ترسها، هذا
+
+1587
+01:56:33,210 --> 01:56:37,650
+بيسمي تصوية، الكلام اللي بضغط بتشيليه و تخل الحلم
+
+1588
+01:56:37,650 --> 01:56:41,030
+بضطري يحذف بعض المعلومات من رسالة خفة من ردة فعل
+
+1589
+01:56:41,030 --> 01:56:45,280
+الإدارة الأعلى منه؟إذا انتصفي احذف أو تغيير معين
+
+1590
+01:56:45,280 --> 01:56:48,160
+فيه مضمون الرسالة المرسلة إلى المستويات الإدارية
+
+1591
+01:56:48,160 --> 01:56:51,920
+الأعلى تجنب بأنه ردود فعل سلبية فيقوم بحذف بعض
+
+1592
+01:56:51,920 --> 01:56:55,960
+المحتويات عدم تمتع مستلمي رسالة بمهارات الاتصال
+
+1593
+01:56:55,960 --> 01:56:59,620
+ضرورية لفهم الرسالة المستلمة واستيعاب معناه حكاية
+
+1594
+01:56:59,620 --> 01:57:02,980
+أنه لازم يكون المستقبل على أقل عنده يعني يتمتع
+
+1595
+01:57:02,980 --> 01:57:06,740
+بمهارات الاتصال كفوء الفعال فلو ماكان عنده مهارات
+
+1596
+01:57:06,740 --> 01:57:09,120
+مارح يفهم الرسالة بشكل صحيح
+
+1597
+01:57:14,450 --> 01:57:17,870
+ازحام قنوات الاتصال أحيانا يكون عقب أمام الاتصال
+
+1598
+01:57:17,870 --> 01:57:22,150
+فاعل اللي هو الشركة مشغولة أو أنت بتسمع زمينك في
+
+1599
+01:57:22,150 --> 01:57:24,950
+المنصة مشغول مشغول أو وافع السماعة ده بصير كده
+
+1600
+01:57:24,950 --> 01:57:29,430
+وافع السماعة بقى بتوصل على الجامعة هو مشغول بيصير
+
+1601
+01:57:29,430 --> 01:57:36,350
+أن اتصال غير فاعل أو غير كفاق اتصال فاشف أنا
+
+1602
+01:57:36,350 --> 01:57:41,210
+وصلتان لتحسين فعالية الاتصال إعكس أو علاج للعقبات
+
+1603
+01:57:41,210 --> 01:57:45,670
+بالظبطعنا أولا الإنصات الفعال، مساعدة مرسل الرسالة
+
+1604
+01:57:45,670 --> 01:57:48,250
+على قول ما يريد قوله أو رسالة للرسالة التي يريد
+
+1605
+01:57:48,250 --> 01:57:51,970
+بالضبط، يعني لما أكون أحكي معاك، يعني تكون عندك
+
+1606
+01:57:51,970 --> 01:57:55,190
+الإنصات، يعني زي ما حكت الدكتورة الماضية، يعني ما
+
+1607
+01:57:55,190 --> 01:57:58,470
+أكون مجرد أسمع أو ملتهية بشغلها، لازم أكون فاهمة
+
+1608
+01:57:58,470 --> 01:58:00,730
+ميح انت إيش بتحكيها ده يعني في الشماعة و بعدها
+
+1609
+01:58:00,730 --> 01:58:03,770
+تاسأل ناس و بعدها و بعدها، ده هو في الشماعة، و لا
+
+1610
+01:58:03,770 --> 01:58:07,790
+هو أنا، ده يعني، بس عليكالتخدية العكسية أو الراجعة
+
+1611
+01:58:07,790 --> 01:58:10,690
+هي عملية إخبار الأفراد حول ما يشعر مستلم رسالة
+
+1612
+01:58:10,690 --> 01:58:14,850
+تجاه المعاني، تجاه معاني الوردة في رسالة المرسلة،
+
+1613
+01:58:14,850 --> 01:58:17,550
+فكان الأهم إيش تكون تخدية عكسية أو راجعة عشان على
+
+1614
+01:58:17,550 --> 01:58:21,390
+الأقل المرسل يعرف إيش ردت فعل المستقبل من الرسالة
+
+1615
+01:58:21,390 --> 01:58:24,350
+إذا بتفهمت يعني، لو سألنا ما رأيك مزيد عن الإنتاج،
+
+1616
+01:58:24,350 --> 01:58:27,510
+اسمها حملة أولى، تفهمة أيه هو إيش قصدك، تحدد
+
+1617
+01:58:27,510 --> 01:58:27,870
+الموقف
+
+1618
+01:58:33,620 --> 01:58:37,900
+في أي سؤال أو سؤال؟ شكرا جدا عجبتني بصراحة بس
+
+1619
+01:58:37,900 --> 01:58:42,020
+المترجمة thank you طب انت كتبتنا بالياباني ليش؟
+
+1620
+01:58:42,020 --> 01:58:46,940
+ايش brigade ومش كتلة؟ تعبيرة عنا شكرا ال brigade
+
+1621
+01:58:46,940 --> 01:58:53,940
+وأي لغة؟ باكستان؟ ماعرفش أنت كتبتي؟ طب تانما وما
+
+1622
+01:58:53,940 --> 01:58:57,100
+كيف لغة تانية مكتوبة باللغة الإنجليزية؟ ميرسي
+
+1623
+01:58:57,100 --> 01:59:00,220
+عرفيها بس هي الوحيدة اللي أظهرت ليها فكتة thank
+
+1624
+01:59:00,220 --> 01:59:00,760
+you وعفوك
+
+1625
+01:59:05,510 --> 01:59:17,410
+هد أكيد صيني في أي
+
+1626
+01:59:17,410 --> 01:59:25,270
+استفسار؟ أي تعليق؟ أي تعليق طبعا؟ شكرا يا عزيزي
+
+1627
+01:59:25,270 --> 01:59:25,610
+شكرا
+
+1628
+01:59:39,320 --> 01:59:43,480
+فضلي؟ عشرة من عشرة عشرة من عشرة ده يحتحالي، خلون؟
+
+1629
+01:59:43,480 --> 01:59:51,780
+هو الموضوع حلو أصلا سمينة؟ بس بسيط و فاعل، كانت
+
+1630
+01:59:51,780 --> 01:59:58,960
+بتحاول تنوّع معاكة تجارب مصر okay،
+
+1631
+01:59:58,960 --> 02:00:03,080
+سهل؟ عشان ما عليها، حلو كان، كان أدائها و أرقى و
+
+1632
+02:00:03,080 --> 02:00:05,960
+حياتي بسيطة، كانت بسيط حلوة، فانت مهضينها قريش
+
+1633
+02:00:05,960 --> 02:00:09,840
+تقطيع من عشرة، خمسة ولا تلاتة؟ممتاز
+
diff --git a/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/arGy8BysSnY.srt b/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/arGy8BysSnY.srt
new file mode 100644
index 0000000000000000000000000000000000000000..21ac29a9914c7b98cd5bef2f7303b1ce843afe30
--- /dev/null
+++ b/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/arGy8BysSnY.srt
@@ -0,0 +1,4958 @@
+1
+00:00:05,130 --> 00:00:07,350
+أعوذ بالله السميع العليم من الشيطان الرجيم بسم
+
+2
+00:00:07,350 --> 00:00:10,390
+الله الرحمن الرحيم الحمد لله والصلاة والسلام على
+
+3
+00:00:10,390 --> 00:00:15,230
+المصطفى الأمين سيدنا محمد وعلى آله وصحبه وسلم
+
+4
+00:00:15,230 --> 00:00:17,290
+دربي بيحسن اليوم الدين في بداية السلام عليكم ورحمة
+
+5
+00:00:17,290 --> 00:00:22,750
+الله كيف حالكم؟ كيف يومكم اليوم؟ كيف الوضع معكم
+
+6
+00:00:22,750 --> 00:00:28,530
+تمام؟ تدعون الله بالغيث؟  ولا كيف؟ آه لأن الصيف
+
+7
+00:00:28,530 --> 00:00:32,750
+بصراحة زودها السنة، ما زلنا في موضوع الـ organization
+
+8
+00:00:32,750 --> 00:00:36,170
+حكينا المحاضرة الماضية عن التنظيم، تعرّفنا عليه
+
+9
+00:00:36,170 --> 00:00:41,030
+تعرّفنا مع بعض كيف نصمّم هيكلاً تنظيمياً، تعرّفنا على
+
+10
+00:00:41,030 --> 00:00:45,670
+بعض المصطلحات التي لها علاقة بالتنظيم. الشق الثاني
+
+11
+00:00:45,670 --> 00:00:49,770
+من هذا الفصل، وهو الـ organizational design،  وهو
+
+12
+00:00:49,770 --> 00:00:56,970
+تصميم المنظمة، تصميم إيش؟ المنظمة، تصميم المنظمة
+
+13
+00:00:56,970 --> 00:01:01,730
+المقصود به: كيف ستكون المنظمة؟ شكلها كيف؟ شكل
+
+14
+00:01:01,730 --> 00:01:05,750
+المنظمة، يعني مثلما تصممين أنتِ فستاناً أو تصممين سيارة
+
+15
+00:01:05,750 --> 00:01:09,050
+أو تصممين جهازاً جوّالاً. نفس الشيء، المنظمات أيضاً لها
+
+16
+00:01:09,050 --> 00:01:13,130
+تصميم. نشوف
+
+17
+00:01:13,130 --> 00:01:21,210
+مع بعض ما المقصود بتصميم المنظمة؟ تفضلي.
+
+18
+00:01:21,210 --> 00:01:27,410
+قال يا أُسامة: بناء الهيكل المناسب من خلال الاختيار
+
+19
+00:01:27,410 --> 00:01:31,430
+الدقيق والواعي لأبعاد الهيكل ومواصفاته، وإيضاح
+
+20
+00:01:31,430 --> 00:01:34,690
+العلاقة بينها.  إحنا حكينا، يا أخوات، أهم شيء فيه
+
+21
+00:01:34,690 --> 00:01:39,110
+التنظيم، وهو الهيكل التنظيمي، وهو أقسامه، أيش؟
+
+22
+00:01:39,110 --> 00:01:43,350
+أقسام المؤسسة، وطرق الاتصال والعلاقات بينها وبين
+
+23
+00:01:43,350 --> 00:01:47,470
+الموظفين. طبعاً هذا يأخذ وقتاً طويلاً، أحياناً. ليش؟ لأن
+
+24
+00:01:47,470 --> 00:01:51,390
+الهيئة تتغير، لا تبقى ثابتة، كل فترة، كل
+
+25
+00:01:51,390 --> 00:01:54,330
+سنة نغيره، أيش؟ هيكله التنظيمي. إذاً المقصود
+
+26
+00:01:54,330 --> 00:01:59,470
+بتنظيم المؤسسة، عفواً، تصميم المنظمة، أو organizational
+
+27
+00:01:59,470 --> 00:02:05,110
+design، معناها نبني الهيكل المناسب، وهو
+
+28
+00:02:05,110 --> 00:02:09,170
+هذا يتم عن طريق الاختيار الدقيق والواعي لأبعاد
+
+29
+00:02:09,170 --> 00:02:12,710
+الهيكل التنظيمي، وهي العلاقات والاتصالات وترتيب
+
+30
+00:02:12,710 --> 00:02:15,710
+المنصب، ومَن الرئيس، ومَن نائب الرئيس، وإيجاد
+
+31
+00:02:15,710 --> 00:02:19,650
+العلاقة بينها. هذا المقصود بتصميم، بتصميم
+
+32
+00:02:19,650 --> 00:02:25,150
+المنظمة. ما هي أنواع تصميم المؤسسات؟ إما آليّ
+
+33
+00:02:25,150 --> 00:02:33,940
+(mechanical) أو عضوي. نشوف مع بعض. تفضلي يا سميرة. التصميم
+
+34
+00:02:33,940 --> 00:02:37,860
+الميكانيكي، الآلي، هو التصميم القائم على أساس رسمية
+
+35
+00:02:37,860 --> 00:02:42,700
+عالية ومركزية شديدة، وقواعد وإجراءات،
+
+36
+00:02:42,700 --> 00:02:46,480
+إشراف ضيق، وأساليب أنظمة موجودة رسمية تؤدي
+
+37
+00:02:46,480 --> 00:02:51,800
+إلى هذا البرنامج. Okay.  يُصبح لدينا هنا بعض المصطلحات
+
+38
+00:02:51,800 --> 00:02:57,300
+مُتكرّرة في التعريف: مركزية،
+
+39
+00:02:57,300 --> 00:03:06,650
+قواعد، إجراءات، نطاق إشراف. طبعاً باكر، طيب، إذاً
+
+40
+00:03:06,650 --> 00:03:13,730
+التصميم الآلي هو التصميم المركزي. السؤال الذي
+
+41
+00:03:13,730 --> 00:03:18,630
+يُطرح نفسه: ما هي المركزية (Centralization)؟
+
+42
+00:03:18,630 --> 00:03:27,150
+Centralization، مركزية، شو معناها مركزية؟ نسهّلها شويّة.
+
+43
+00:03:29,750 --> 00:03:40,210
+تركّز عملية اتخاذ القرار في يد الإدارة العليا فقط.
+
+44
+00:03:40,210 --> 00:03:45,990
+إذاً لا يوجد تفويض سلطة.
+
+45
+00:03:49,300 --> 00:03:53,180
+إذاً هنا، كل كبيرة وصغيرة، يجب أن تمرّ من تحت
+
+46
+00:03:53,180 --> 00:03:57,620
+يد الإدارة العليا. هذه نسمّيها إيش؟ مركزية، وهي شكل
+
+47
+00:03:57,620 --> 00:04:01,840
+من أشكال الديكتاتورية. المركزية، شكل من أشكال إيش؟
+
+48
+00:04:01,840 --> 00:04:05,960
+الديكتاتورية. مركزية شديدة، معناها كل شيء يجب أن يمرّ
+
+49
+00:04:05,960 --> 00:04:08,940
+أمام الإدارة العليا، ما فيش شيء اسمه الموظفين
+
+50
+00:04:08,940 --> 00:04:14,460
+يُحلّونها بأنفسهم. كثرة القواعد، القواعد، أخذناها
+
+51
+00:04:14,460 --> 00:04:20,310
+قبل هيك، وهي القوانين، القواعد هي القوانين
+
+52
+00:04:20,310 --> 00:04:31,510
+المنظمة للعمل. الإجراءات، هي تسلسل زمنيّ لإجراء أو
+
+53
+00:04:31,510 --> 00:04:37,710
+لعمل خطّة ما، مثل خطوات التسجيل، مثلاً، خطوات التسجيل في
+
+54
+00:04:37,710 --> 00:04:43,890
+الجامعة. هذا إجراء. ليش إجراءات؟ لأنه لا ينفع أن شخصاً أتى
+
+55
+00:04:43,890 --> 00:04:49,070
+بطريقة غير واضحة. إذن، التصميم القائم على المركزية، كل
+
+56
+00:04:49,070 --> 00:04:52,390
+شيء يبدأ من الإدارة العليا، وقائم على وجود قواعد
+
+57
+00:04:52,390 --> 00:04:58,770
+وإجراءات، نسمّيه تصميم آليّ، ميكانيكي،  لأنه يمكن
+
+58
+00:04:58,770 --> 00:05:04,130
+أحياناً تشعرين أن المصطلح مُلائم للتعريف، إذاً
+
+59
+00:05:04,130 --> 00:05:08,770
+التصميم القائم على المركزية وقواعد الإجراءات، فإنّ
+
+60
+00:05:08,770 --> 00:05:14,410
+لدينا أيضاً مصطلح، وهو نطاق الإشراف (Span of Control).
+
+61
+00:05:14,410 --> 00:05:19,430
+أيضاً نطاق الإشراف من المصطلحات الموجودة في
+
+62
+00:05:19,430 --> 00:05:24,670
+التنظيم. ببساطة، عدد، يا أخوات،  يجب أن تبدأ الكلمة بـ
+
+63
+00:05:24,670 --> 00:05:31,050
+عدد، ولا يكون خطأ. عدد الأفراد الذين
+
+64
+00:05:31,050 --> 00:05:40,670
+يشرف عليهم مديرهم. بمعنى، هذا المدير، تحت يده ثلاثة
+
+65
+00:05:40,670 --> 00:05:46,660
+موظفين.  نطاق إشرافه؟
+
+66
+00:05:46,660 --> 00:05:50,460
+ثلاثة. ثلاثة، لكن أنتِ سافرتِ ومسؤولة عن خمسة،
+
+67
+00:05:50,460 --> 00:05:55,580
+نطاق إشرافك خمسة. أنتِ مديرة ومسؤولة عن موظّفين قسم
+
+68
+00:05:55,580 --> 00:05:59,260
+ما جددنا عددهم. هذا نسمّيه نطاق إشراف. إذاً النطاق
+
+69
+00:05:59,260 --> 00:06:05,220
+الإشراف، يجب أن تبدأ الكلمة بـ"عدد". حدود، يعني، حكينا مرّة
+
+70
+00:06:05,220 --> 00:06:09,760
+ثانية، مركزية شديدة، قواعد وإجراءات، صار نطاق
+
+71
+00:06:09,760 --> 00:06:12,860
+إشراف ضيق. ليش؟ لأن كل شيء يجب أن يمرّ تحت يد
+
+72
+00:06:12,860 --> 00:06:20,800
+الإدارة العليا. مَن موظّفٌ لديكم أو يعمل؟ كم واحداً
+
+73
+00:06:20,800 --> 00:06:29,400
+تحت يدكِ؟ سبعة. سبعة، الله يعينكِ. تفضلي. ثلاثة، خمسة،
+
+74
+00:06:29,400 --> 00:06:34,820
+خمسة، مَنْ أفضل؟ سبعة أم ثلاثة أم خمسة؟ لا، هو حسب
+
+75
+00:06:34,820 --> 00:06:38,140
+بصراحة، يمكن أن يكونوا ثلاثة، وليس لديهم كفاءة
+
+76
+00:06:38,140 --> 00:06:41,920
+فيُرهقونكِ. يمكن أن يكونوا سبعة، لديهم كفاءة وفاهمين
+
+77
+00:06:41,920 --> 00:06:46,900
+الشغل، يُريحونكِ. واضح؟ حسب. صعب أن أعطيكِ عدداً معيّناً. إذاً
+
+78
+00:06:46,900 --> 00:06:51,340
+أخذنا عدّة مصطلحات في التصميم الآلي:  تحدّثنا عن المركزية،
+
+79
+00:06:51,340 --> 00:06:56,340
+تركّز القواعد في يد الإدارة العليا. القواعد هي قواعد
+
+80
+00:06:56,340 --> 00:06:59,200
+المؤسسة، الإجراءات، وهي التسلسل الزمنيّ الذي عمل
+
+81
+00:06:59,200 --> 00:07:03,790
+معيّن، خطّة، نطاق الإشراف، نطاق
+
+82
+00:07:03,790 --> 00:07:07,230
+الإشراف، والمركزية، هذان تنظيمٌ ماشٍ بقواعد
+
+83
+00:07:07,230 --> 00:07:10,470
+إجراءات، خطّة، نطاق إشراف، عدد الناس الذين يُشرف
+
+84
+00:07:10,470 --> 00:07:15,530
+عليهم. عندما يكون التصميم آليّاً، مركزية شديدة، قواعد و
+
+85
+00:07:15,530 --> 00:07:20,130
+إجراءات صارمة، نطاق إشراف ضيق، واحد اثنين فقط.
+
+86
+00:07:20,130 --> 00:07:23,910
+ليش؟ لأن كل شيء بيد الإدارة العليا، كل شيء بيد
+
+87
+00:07:23,910 --> 00:07:29,250
+الإدارة العليا. هذا يؤدّي إلى البيروقراطية. شو معنى
+
+88
+00:07:29,250 --> 00:07:33,330
+بيروقراطية؟ ممتازة، وهي الـ routine،  يعني لا
+
+89
+00:07:33,330 --> 00:07:36,290
+تستطيعين التنفس أو الحركة إلا بالرجوع إلى المدير، الرجوع
+
+90
+00:07:36,290 --> 00:07:40,450
+لرئيس القسم. هذا نسمّيه تصميمٌ آليّ. تصميمٌ هذا
+
+91
+00:07:40,450 --> 00:07:47,710
+قديم شويّة، هو موجود لكن ليس مرغوباً فيه كثيراً. النوع
+
+92
+00:07:47,710 --> 00:07:50,650
+الثاني من التصاميم، أو الـ design، وهو العضوي.
+
+93
+00:07:50,650 --> 00:07:58,750
+سنعكس، مَنْ فهم هذا؟ قلنا في العضوي، قلنا مركزية
+
+94
+00:07:58,750 --> 00:08:03,200
+شديدة، أيش سيكون في العضوي؟ أما لا مركزية أو مركزية
+
+95
+00:08:03,200 --> 00:08:07,380
+خفيفة، بسيطة. إذاً لدينا أيضاً مصطلح، وهو
+
+96
+00:08:07,380 --> 00:08:10,980
+decentralization، وهي لا مركزية. شو معنى لا
+
+97
+00:08:10,980 --> 00:08:21,000
+مركزية؟ عدم حصر اتخاذ القرار في يد الإدارة العليا.
+
+98
+00:08:21,000 --> 00:08:24,180
+وهو تفويض السلطة، يعني دعِ الناس تعمل براحتها
+
+99
+00:08:24,180 --> 00:08:28,880
+من غير أن تكون راجعة إليكِ باستمرار. إذاً، عندما يكون لدينا
+
+100
+00:08:28,880 --> 00:08:35,220
+لا مركزية، إجراءاته قوانين بسيطة، نطاق إشراف واسع. هذا
+
+101
+00:08:35,220 --> 00:08:39,960
+نسمّيه تصميم عضوي،  تكيّفي، يعني، أي شخص نضمن
+
+102
+00:08:39,960 --> 00:08:43,100
+أنه يتكيّف بسرعة في العمل. إذاً لدينا هيكل بيروقراطي
+
+103
+00:08:43,100 --> 00:08:48,940
+وهيكل إيش؟ تكيّفي. السؤال الذي يُطرح نفسه: أيٌّ هو
+
+104
+00:08:48,940 --> 00:08:54,200
+الأفضل؟ مركزية أم لا مركزية؟
+
+105
+00:08:54,200 --> 00:08:59,740
+خذي بالكِ، مَنْ لديه جوابٌ آخر؟ حسب، ممتازة، حسب
+
+106
+00:08:59,740 --> 00:09:07,520
+إيش؟ حسب البيئة أم حسب القرار؟ حسب القرار، لأنّ
+
+107
+00:09:07,520 --> 00:09:10,520
+كليهما، ستجدين كلمة اتخاذ القرار موجودة فيهما.
+
+108
+00:09:10,520 --> 00:09:16,820
+إذا كان القرار استراتيجياً، نحتاج إلى مركزية.
+
+109
+00:09:16,820 --> 00:09:29,480
+أما إذا كان القرار بسيطاً، روتينياً،
+
+110
+00:09:31,500 --> 00:09:36,160
+لا مركزية. يعني موظّفٌ يتأخّر كل يوم، لا نحتاج أن نذهب
+
+111
+00:09:36,160 --> 00:09:40,340
+إلى المدير لنقول له إيش نفعل؟  السياسات واضحة. لكن لو
+
+112
+00:09:40,340 --> 00:09:45,860
+سنفتح فرعاً جديداً للمؤسسة، لا، هذا قرارٌ مصيري، يعني
+
+113
+00:09:45,860 --> 00:09:48,980
+أنكِ ستشترين مبنى،  ستشترين مبنى، مَنْ سيساعدكِ؟ لكن
+
+114
+00:09:48,980 --> 00:09:52,600
+ستتزوجين، لا، الموضوع يحتاج إلى قاعدة، تعالي هنا. إذا كان
+
+115
+00:09:52,600 --> 00:09:58,940
+قراراً مصيرياً، تكون مركزية، بسيطاً، معتاداً عليه، لا مركزية.
+
+116
+00:09:58,940 --> 00:10:07,220
+إذاً، أيّهما أفضل؟ الجامع بين الاثنين، حسب قراركِ، تحدّدين
+
+117
+00:10:07,220 --> 00:10:10,880
+مركزيةً أم لا مركزية.
+
+118
+00:10:17,540 --> 00:10:20,580
+ستشترين خاتماً، ستذهبين لتشتري خاتماً. لكن لو أردتِ شراء
+
+119
+00:10:20,580 --> 00:10:23,540
+سيارة،  إليكِ، لا، ستأخذين الأخ أو الأب أو الزوج،
+
+120
+00:10:23,540 --> 00:10:26,420
+ستذهبين لتشاهدي السيارة. ليش؟ لأنها كبيرة، تحتاج إلى
+
+121
+00:10:26,420 --> 00:10:33,440
+أموال ضخمة. وهكذا، لأن هنا لدينا الـ Band، لدينا
+
+122
+00:10:33,440 --> 00:10:40,500
+التصميم الآلي، (mechanical)، ولدينا التصميم العضوي.
+
+123
+00:10:40,500 --> 00:10:43,880
+التصميم،
+
+124
+00:10:43,880 --> 00:10:45,940
+ماشي.
+
+125
+00:10:47,590 --> 00:10:54,930
+إيش لدينا؟ البنود: المركزية، القواعد،
+
+126
+00:10:54,930 --> 00:11:00,590
+والإجراءات، سوى نطاق
+
+127
+00:11:00,590 --> 00:11:04,450
+الإشراف. تعرّفنا
+
+128
+00:11:04,450 --> 00:11:06,590
+على كل مصطلح وما معناه. حكينا بعضها في التخطيط
+
+129
+00:11:06,590 --> 00:11:13,570
+وبعضها في إيش؟ في التنظيم، التصميم
+
+130
+00:11:13,570 --> 00:11:18,770
+الآن، المركزية، عالية أم منخفضة؟ عالية. في العضوي،
+
+131
+00:11:18,770 --> 00:11:26,270
+منخفضة. إذاً هنا مرتفعة، هنا منخفضة. قواعد الإجراءات صارمة
+
+132
+00:11:26,270 --> 00:11:34,430
+أم بسيطة؟ صارمة، هنا غير صارمة أو بسيطة، نفس الشيء.
+
+133
+00:11:34,430 --> 00:11:42,450
+نطاق الإشراف واسع أم ضيق؟ ضيق جداً، وهنا
+
+134
+00:11:42,450 --> 00:11:42,930
+واسع.
+
+135
+00:11:46,100 --> 00:11:49,200
+إذاً، هذا من الفروق بين التصميم الآلي والتصميم
+
+136
+00:11:49,200 --> 00:11:57,200
+العضوي. حكينا
+
+137
+00:11:57,200 --> 00:12:02,220
+التصميم الآلي، هذا يؤدّي إلى البيروقراطية، قلنا
+
+138
+00:12:02,220 --> 00:12:07,900
+البيروقراطية هي إيش؟ الـ routine، الملل، كل واحد زهقان.
+
+139
+00:12:07,900 --> 00:12:14,890
+ماشي. التصميم العضوي يؤدّي إلى التكيّف مع
+
+140
+00:12:14,890 --> 00:12:19,710
+العمل. طبعاً، البيروقراطية قديمة، لكن موجودة، بينما
+
+141
+00:12:19,710 --> 00:12:23,770
+التكيّفية هي ما ظهر حديثاً. نشوف مع بعض ما
+
+142
+00:12:23,770 --> 00:12:28,270
+المقصود بالهيكل البيروقراطي؟ تفضلي. هنا، الهيكل
+
+143
+00:12:28,270 --> 00:12:32,690
+البيروقراطي هو الإدارة التي تبحث عن الفعالية من خلال
+
+144
+00:12:32,690 --> 00:12:36,690
+منظمة تتسم بموضوعية الإجراءات، ووضوح السلطة، وموظفين
+
+145
+00:12:36,690 --> 00:12:41,480
+منطقين في عملهم. صحيح. وهي هنا  صارمة، تركز
+
+146
+00:12:41,480 --> 00:12:44,840
+على تقسيم واضح للعمل، وقيود دقيقة للسلطة
+
+147
+00:12:44,840 --> 00:12:48,280
+وإجراءات وقواعد، تقسيم واضح لهدف إنجاز الأعمال
+
+148
+00:12:48,280 --> 00:12:52,340
+وترشيد استخدام الموارد،  التحقق من الأهداف. هنا نتحدث عن
+
+149
+00:12:52,340 --> 00:12:56,600
+سلطة واحدة، وهي السلطة في يد الإدارة العليا.
+
+150
+00:12:56,600 --> 00:13:00,000
+واضح؟ كل شيء كبير وصغير في يد الإدارة العليا.
+
+151
+00:13:00,000 --> 00:13:03,300
+ما فيش شيء اسمه المشاركة، ما فيش شيء اسمه
+
+152
+00:13:03,300 --> 00:13:06,620
+المرؤوسون يقررون. هذه هي البيروقراطية، وموجودة.
+
+153
+00:13:06,620 --> 00:13:10,870
+شكراً يا هناء. تفضلي، لو سمحتِ، الهيئة التكيّفية،
+
+154
+00:13:10,870 --> 00:13:19,470
+المنظمة تعمل على تجنّب بعض خصائص البيروقراطية، وتشجيع
+
+155
+00:13:19,470 --> 00:13:22,790
+تمكين العاملين وبناء فرق عمل.  على لا يعني
+
+156
+00:13:22,790 --> 00:13:27,400
+الهيئة التكيّفية أنّنا سنلغي هذا. لا، موجود، لكن
+
+157
+00:13:27,400 --> 00:13:30,180
+لا ننسى عنصراً مهماً، وهو عنصر الإنسان، وهو
+
+158
+00:13:30,180 --> 00:13:33,900
+الموظّف، وهو المرؤوس،  يجب أن نشارك، يجب أن نتحدّث،
+
+159
+00:13:33,900 --> 00:13:37,740
+يجب أن يكون لدينا فريق إيش؟ فريق عمل واضح، يجب أن يكون
+
+160
+00:13:37,740 --> 00:13:43,580
+لدينا فريق عمل قويّ.
+
+161
+00:13:43,580 --> 00:13:50,200
+سنرى معاً.  ممكن يا سميرة تُخبرنا سؤالاً. عرّفي
+
+162
+00:13:50,200 --> 00:13:53,860
+المنظمات المتكيّفة.  هي المنظمة condition أم إيش؟
+
+163
+00:13:56,050 --> 00:14:02,950
+عرّفي المنظمات المتكيّفة. التي فيها condition. وجدتُ
+
+164
+00:14:02,950 --> 00:14:10,490
+المنظمات التي منخفضة المركزية، أو لا مركزية، وقواعدها
+
+165
+00:14:10,490 --> 00:14:14,410
+وإجراءاتها غير صارمة. صحيح، ممتاز. وهي الكلمة
+
+166
+00:14:14,410 --> 00:14:19,610
+المكتوبة. ماشي، شكراً يا أُسامة. المقصود بالمنظمات
+
+167
+00:14:19,610 --> 00:14:20,750
+غير المتكيّفة؟
+
+168
+00:14:31,690 --> 00:14:36,730
+قواعدها صارمة أو
+
+223
+00:19:27,250 --> 00:19:30,990
+الماجستير، بس تخلص الماجستير هتبدأ في الرسالة لما
+
+224
+00:19:30,990 --> 00:19:33,030
+تخلصها، ده في المدرسة اللي بعدها، وكده طول ما إحنا
+
+225
+00:19:33,030 --> 00:19:41,520
+عايشين، الـ system مدخلات وعمليات ومخرجات، نظام يعني
+
+226
+00:19:41,520 --> 00:19:45,720
+مشتقة من تنظيم، جاية من نظام أصلاً، منظمة جاية من
+
+227
+00:19:45,720 --> 00:19:49,060
+نظام، العمليات الداخلية اللي هي إيش طبيعة عمل
+
+228
+00:19:49,060 --> 00:19:54,040
+المؤسسة؟ إذا كانت مستشفى هتكون خدمات صحية، جامعة
+
+229
+00:19:54,040 --> 00:19:57,220
+تعليمية، اتصالات، خدمات اللي هي اتصالات، وهكذا.
+
+230
+00:19:57,220 --> 00:20:03,080
+المكونات المؤسسة، الاستراتيجية أخذناهم قبل ذلك، اللي
+
+231
+00:20:03,080 --> 00:20:05,840
+هي الـ SWOT، كيف أعمل استراتيجية لمؤسسة؟
+
+232
+00:20:08,550 --> 00:20:12,810
+القيم المتبادلة، إيش معناه قيم؟ خدناها في ثقافة
+
+233
+00:20:12,810 --> 00:20:19,730
+المؤسسة، ماشي، هي المبادئ التي
+
+234
+00:20:19,730 --> 00:20:26,390
+تسعى المؤسسة لمحافظ عليها، قيم المؤسسة بنسميها،
+
+235
+00:20:26,390 --> 00:20:29,670
+طبعاً لأن المؤسسة كان عندها أهداف واضحة، كان عندها
+
+236
+00:20:29,670 --> 00:20:33,630
+نظامها واضح، وفاهمة إيه شغلها، استراتيجيتها.. طبعاً
+
+237
+00:20:33,630 --> 00:20:37,330
+الاستراتيجية هنا، غير الصفات عندك اللي هي الرؤية و
+
+238
+00:20:37,330 --> 00:20:42,530
+الرسالة والأهداف، واضح؟ وعندها قيم زي ما حكيت
+
+239
+00:20:42,530 --> 00:20:45,750
+لكم، أخلاق اللي هي المبادئ، الناس محافظ عليها، هذه
+
+240
+00:20:45,750 --> 00:20:49,350
+المؤسسة بتحقق نجاح، اللي هي الفعالية إيش؟ تنظيمية.
+
+241
+00:20:49,350 --> 00:20:52,970
+زي شركة آيفون مثلاً، شركة جوجل، عندهم فعالية تنظيمية
+
+242
+00:20:52,970 --> 00:20:57,210
+بمعنى أخلاق الشغل، مافيش غش، مافيش نصب، هذا المقصود
+
+243
+00:20:57,210 --> 00:21:02,560
+فيه، في تصميم المنظمة، لدينا الرقم ثلاثة اللي هي
+
+244
+00:21:02,560 --> 00:21:07,780
+أجزاء المنظمة، الـ Strategito،
+
+245
+00:21:07,780 --> 00:21:13,560
+اللي هي القمة الاستراتيجية، الهيكل الفني، اللي هي
+
+246
+00:21:13,560 --> 00:21:18,000
+الهيكل التنظيمي، الكادر المساند، مركز العملية
+
+247
+00:21:18,000 --> 00:21:22,260
+الأساسية، الشكل الهدف، مش بيذكركم هو معجزة، بس هي
+
+248
+00:21:22,260 --> 00:21:22,660
+سهلة.
+
+249
+00:21:25,460 --> 00:21:30,660
+ممتازة، ممتاز، طمنتوني عليكم، هذا الشكل إيه؟
+
+250
+00:21:30,660 --> 00:21:37,320
+إدارة عليا، إدارة وسطى، إدارة دنيا، ماشي؟ طبعاً
+
+251
+00:21:37,320 --> 00:21:38,560
+الإدارة العليا هي اللي بتبقى على الخطوات
+
+252
+00:21:38,560 --> 00:21:40,880
+الاستراتيجية، زي ما أخذنا قبل كده، الرؤية ورسالة أو هدف
+
+253
+00:21:40,880 --> 00:21:44,300
+وSWOT، تبقى لسة وراك، إذا كان القرار
+
+254
+00:21:44,300 --> 00:21:49,300
+استراتيجي، مركزية، الإدارة الوسطى طبعاً بتقدم تقارير
+
+255
+00:21:49,300 --> 00:21:53,880
+وتقدم الدعم، واضح؟ والإدارة الدنيا هي اللي بتنفذ، هي
+
+256
+00:21:53,880 --> 00:21:57,520
+اللي بتنفذ، هذا شيء طبيعي أن يكون أجزاء أي منظمة في
+
+257
+00:21:57,520 --> 00:22:08,300
+العالم، إدارة عليا، ووسطى، ودنيا، تابعين معايا؟ هذه
+
+258
+00:22:08,300 --> 00:22:10,840
+مصطلحات موجودة في كل منظمة، موجودة عندكم في
+
+259
+00:22:10,840 --> 00:22:15,140
+المؤسسات اللي بتشتغلوا فيها، ما هو القسم؟ ما هي
+
+260
+00:22:15,140 --> 00:22:22,760
+الوظيفة؟ ما هو الدور؟ يلا يا سادة، القسم هو وحدة
+
+261
+00:22:22,760 --> 00:22:25,800
+تتكون من مجموعة من الوظائف أو الشعب، دا قسم
+
+262
+00:22:25,800 --> 00:22:32,040
+مسؤوليته إنتاج سلع أو خدمات محددة، هاي المدير
+
+263
+00:22:32,040 --> 00:22:39,460
+العام، عالِ، بنقولش أنه قسم، لأ، ده المدير العليا،
+
+264
+00:22:39,460 --> 00:22:42,720
+لكن بنيجي نقسم بنقول قسم التسويق
+
+265
+00:22:45,760 --> 00:22:54,600
+قسم الإنتاج اللي هو المصنع، قسم الأفراد، ما
+
+266
+00:22:54,600 --> 00:22:58,860
+المقصود بالـ division أو القسم؟ هي وحدة اللي هي
+
+267
+00:22:58,860 --> 00:23:02,280
+هذه تتكون من مجموعة من الوظائف؟ يعني إحنا نيجي هنا
+
+268
+00:23:02,280 --> 00:23:05,700
+نقول مبيعات،
+
+269
+00:23:05,700 --> 00:23:10,280
+ترويج،
+
+270
+00:23:10,280 --> 00:23:12,760
+ماشي،
+
+271
+00:23:14,130 --> 00:23:18,870
+تسعير مثلاً، إذن هي عبارة عن مجموعة من الوظائف أو
+
+272
+00:23:18,870 --> 00:23:25,230
+الشعب، تتقاسم مسؤولية هذا القسم للوصول لهدفه، طبعاً
+
+273
+00:23:25,230 --> 00:23:28,470
+قسم التسويق له هدف، كيف هيحققه؟ عن طريق إيش؟ الأقسام
+
+274
+00:23:28,470 --> 00:23:35,090
+الصغيرة، يعني زي أن الأب، الابن، الحفيد، هذا الأب، وهذا ابن،
+
+275
+00:23:35,090 --> 00:23:38,410
+وهذا الحفيد، إذا ما هو القسم؟ قسم، مجموعة من
+
+276
+00:23:38,410 --> 00:23:45,710
+الوظائف، أو مجموعة من الشعب، نفس الكلمة، بتوزع بعضها
+
+277
+00:23:45,710 --> 00:23:49,170
+المسؤوليات والصلاحيات لحتى تتحقق هدف إيش؟ هدف
+
+278
+00:23:49,170 --> 00:23:56,010
+القسم، هنا ما هو قسم الأفراد اللي بيشتغلوا في شغل
+
+279
+00:23:56,010 --> 00:24:04,150
+موظفين، إيش فيه عندنا؟ رواتب، قسم الرواتب، قسم العلاوات،
+
+280
+00:24:04,150 --> 00:24:09,270
+والتَرَقيات، قسم
+
+281
+00:24:09,270 --> 00:24:17,660
+الإجازات، مالهم دول؟ ثلاثة يا إسلام؟ عبارة عن وظائف
+
+282
+00:24:17,660 --> 00:24:22,480
+أو شعب، بتوزع مسؤولية الأفراد لحد ما يتم تحقيق
+
+283
+00:24:22,480 --> 00:24:28,640
+هدفها، هذا هو إيش القسم أو الـ division ده،
+
+284
+00:24:28,640 --> 00:24:33,100
+مجموعة من الوظائف أو الشعب، نفس الكلمة، طب ما هي الـ
+
+285
+00:24:33,100 --> 00:24:39,330
+function أو الوظيفة؟ ما هي الوظيفة؟ الآن أنتِ موظفة
+
+286
+00:24:39,330 --> 00:24:44,250
+في قسم المبيعات، إيش يعني؟ وظيفة موظف، إيش يعني؟
+
+287
+00:24:44,250 --> 00:24:48,590
+ممتاز،
+
+288
+00:24:48,590 --> 00:24:55,270
+الوظيفة هي وحدة فرعية، متكونة من، آه، إذا هنيجي هنا،
+
+289
+00:24:55,270 --> 00:25:02,730
+بس نغير اللون، في قسم المبيعات عندنا ثلاثة موظفين،
+
+290
+00:25:02,730 --> 00:25:09,760
+محمد، أحمد، مصطفى، لأن الوظيفة هي مجموعة من الأفراد
+
+291
+00:25:09,760 --> 00:25:14,240
+بيعملوا مع بعض، بيكون عندهم نفس المهارات لحتى
+
+292
+00:25:14,240 --> 00:25:20,320
+يحققوا هدف القسم، ومن ثم المؤسسة، تقول في أخت أو في
+
+293
+00:25:20,320 --> 00:25:23,000
+أخوات حكوا أنهم عندهم نطاق إشراف سبعة أو ثلاثة أو
+
+294
+00:25:23,000 --> 00:25:27,340
+اثنين، مين الموظفين اللي بتشرف عليهم؟ معلمات، مشرفة
+
+295
+00:25:27,340 --> 00:25:30,920
+تربوية، مشرفة تربوية، لما نقول معلمات، إيش بيجي على
+
+296
+00:25:30,920 --> 00:25:35,000
+بالك؟ مجموعة من الأفراد بيمتلكوا نفس المهارات،
+
+297
+00:25:35,000 --> 00:25:40,570
+مشرفة تربوية، أي مادة؟ منفع تشرف على عربي؟ على
+
+298
+00:25:40,570 --> 00:25:44,450
+العلوم؟ هذا المقصود بالوظيفة، مجموعة من الأفراد
+
+299
+00:25:44,450 --> 00:25:48,250
+بيشتركوا في نفس إيش؟ المهارات، زي ما نقول قسم إدارة
+
+300
+00:25:48,250 --> 00:25:51,430
+الأعمال في الجامعة، معناها كل الأساتذة زي إدارة أعمال
+
+301
+00:25:51,430 --> 00:25:56,670
+مش حالة يجي واحد ما هوش  علاقة، واضح؟ تفضلي السابعة؟
+
+302
+00:25:56,670 --> 00:26:02,150
+ثلاثة ثلاثة؟ inspection of construction materials؟
+
+303
+00:26:02,150 --> 00:26:08,410
+فحص مواد؟ فيه واحد ما هوش علاقة، كهربائي ولا سباك؟ لأ،
+
+304
+00:26:08,410 --> 00:26:11,550
+طبعاً.. ممتاز، هذا المقصود بالوظيفة، تفضلي..
+
+305
+00:26:11,550 --> 00:26:17,870
+منسقين مشاريع.. هؤلاء المهندسين ولا إيش؟ تخصصات
+
+306
+00:26:17,870 --> 00:26:22,990
+مختلفة يعني، منهم مهندسين، منهم.. هي تخصصاتهم
+
+307
+00:26:22,990 --> 00:26:26,250
+مختلفة، لكن عندهم نفس المهارات في تنسيق المشاريع،
+
+308
+00:26:26,250 --> 00:26:29,450
+ممتاز، ساحة الشغل ولا لسه؟ ماشي، إن شاء الله، إذا
+
+309
+00:26:29,450 --> 00:26:32,110
+الوظيفة مجموعة أفراد عندهم نفس إيش؟ المهارات، زي
+
+310
+00:26:32,110 --> 00:26:34,950
+لما تروحي على قسم الأطباء، كل جايين أطباء، لما
+
+311
+00:26:34,950 --> 00:26:37,070
+يقولوا لكوا أنتِ أطباء أطفال، خلاص تخصصهم أطباء
+
+312
+00:26:37,070 --> 00:26:44,250
+أطفال، آخر حاجة الدور، إذا بدأنا عام، أقل عمومية،
+
+313
+00:26:44,250 --> 00:26:48,070
+خلاص، أضيق حاجة، إيش دور محمد في الشغل؟ محمد، هل
+
+314
+00:26:48,070 --> 00:26:55,150
+التحدث، تفضلي، اقرئي إيه؟ يا هناء، مجموعة المهام تتعلق
+
+315
+00:26:55,150 --> 00:26:58,950
+في ما بينهما، تتطلب  skill معين، مفترض الفرد اللي أُهِّئ
+
+316
+00:26:58,950 --> 00:27:07,530
+و أُعِدَّ مثلاً محمد إيش دوره؟ ما هو دورك؟ اللي هو يا
+
+317
+00:27:07,530 --> 00:27:12,470
+أخوات، الوصف الوظيفي، يعني هو قاعد ورا المكتب إيش
+
+318
+00:27:12,470 --> 00:27:16,110
+بيسوي؟ هو واقف إيش بيسوي؟ إذا الدور هو المهام اللي
+
+319
+00:27:16,110 --> 00:27:20,510
+مطلوبة منك تشتغلي فيها، يعني زمانكم بتحكوا أنا مشرفة
+
+320
+00:27:20,510 --> 00:27:28,050
+تربوية على مادة اللغة الإنجليزية، إيش بتسوي؟
+
+321
+00:27:28,050 --> 00:27:35,990
+المتابعة، المتابعة، الأنشطة،
+
+322
+00:27:35,990 --> 00:27:41,470
+التقييم قبل النشاط وبعد النشاط، تقييم الطلاب قبل
+
+323
+00:27:41,470 --> 00:27:43,710
+ما يدخلوا عندنا الـ course وبعد ما يدخلوا عندنا الـ
+
+324
+00:27:43,710 --> 00:27:43,790
+course.
+
+325
+00:27:47,300 --> 00:27:50,740
+هي ثلاثة أدوار، اتزام بقانون المؤسسة، عدم تأخير، يعني
+
+326
+00:27:50,740 --> 00:27:55,080
+عدم التأخير، عدم المبالغة في أخذ الإجازات، آه،
+
+327
+00:27:55,080 --> 00:27:58,640
+التلميذ ولا المعلم؟ المعلم نفسه، آه، فيه مثلاً عدد
+
+328
+00:27:58,640 --> 00:28:01,240
+معايا من أيام محددة وياخد فيها إجازة لأوقات
+
+329
+00:28:01,240 --> 00:28:06,940
+مُضطَّرَّة، آه، مثلاً اتزام ومواعيد الحصص، صحيحة، إذن هذا
+
+330
+00:28:06,940 --> 00:28:12,000
+دورك، تفضلي زميلتها، مهندسة؟ أول شيء ده من إحصائية
+
+331
+00:28:12,000 --> 00:28:15,420
+عدد المشاريع، إحصائية عدد المشاريع، هذا دورها؟
+
+332
+00:28:18,740 --> 00:28:24,620
+مراقبة المواد؟ - في شركات عالمية. - آه. - يمكن
+
+333
+00:28:24,620 --> 00:28:27,700
+بعدها تقارير شهرية. - إذن هذا الوصف الوظيفي
+
+334
+00:28:27,700 --> 00:28:31,960
+تبعك، ممتاز. إسلام، عفواً. ساميرا؟ - طبعاً
+
+335
+00:28:31,960 --> 00:28:36,380
+المتابعة في عمل المشاهدين، مثلاً الـ Fantasy،
+
+336
+00:28:36,380 --> 00:28:43,320
+الـ Jantaba، متابعة، إشراف، مشاركة معاها، وزيارة. -
+
+337
+00:28:43,320 --> 00:28:44,960
+ممتاز.
+
+338
+00:28:46,800 --> 00:28:50,020
+إذن دول مجموعة المهام اللي بتخليني أنجز الوظيفة
+
+339
+00:28:50,020 --> 00:28:53,420
+اللي أنا مطلوبة مني لحتى أحقق أهداف القسم، ومتحقق
+
+340
+00:28:53,420 --> 00:28:58,850
+أهداف، مش مؤسسة، إذا تم تحقيق الدور معناها الوظيفة
+
+341
+00:28:58,850 --> 00:29:03,230
+اتحققت، معناها القسم شغله حقق أهدافه، إذا القسم
+
+342
+00:29:03,230 --> 00:29:07,950
+مجموعة وظائف، ماشي، الوظائف مجموعة مهارات أو مجموعة
+
+343
+00:29:07,950 --> 00:29:11,250
+أفراد، مشتركين في مهارات، اللي هم دور معين، الدور هي
+
+344
+00:29:11,250 --> 00:29:15,070
+المهمة المطلوبة منك، هي إيش؟ المهمة أو الـ task
+
+345
+00:29:15,070 --> 00:29:20,670
+المطلوب مني أشتغل فيه، واضحين ولا عيدهم؟ عيدهم
+
+346
+00:29:20,670 --> 00:29:22,810
+سهلين إن شاء الله.
+
+347
+00:29:27,010 --> 00:29:29,590
+طبعاً هذه إحنا حافظينها، ازاي اسمها أنا؟ ما هي أنواع
+
+348
+00:29:29,590 --> 00:29:36,890
+الوظائف؟ نرجع ثاني، بيقول لنا الوظائف فيها زي هنا وحدة
+
+349
+00:29:36,890 --> 00:29:41,810
+فرعية، تابعة لقسم معين، أفراد
+
+350
+00:29:41,810 --> 00:29:46,010
+عندهم نفس إيش؟ المهارات، نشوف إيش أنواع الوظائف
+
+351
+00:29:46,010 --> 00:29:48,310
+اللي الموظفين اللي فيها بيكون عندهم نفس إيش؟
+
+352
+00:29:48,310 --> 00:29:55,990
+المهارات، تفضلي يا إسلام، ممتاز.
+
+353
+00:29:55,990 --> 00:30:01,340
+ممتاز، الأنشطة المختلفة، وهي موجودة في مختلف
+
+354
+00:30:01,340 --> 00:30:04,320
+المستويات الإدارية، كل مستويات الإدارة لازم يكون
+
+355
+00:30:04,320 --> 00:30:06,700
+فيها وظائف إيش؟ إدارة اللي هي التخطيط والتنظيم
+
+356
+00:30:06,700 --> 00:30:11,340
+والتوجيه، ورقم، وظائف التكييف، adaptive function،
+
+357
+00:30:11,340 --> 00:30:16,240
+وظائف تمكن المنظمة من مجارات التغييرات في البيئة
+
+358
+00:30:16,240 --> 00:30:20,860
+الخارجية، اللي هي المرونة، اللي هي إيش؟ المرونة، وظائف
+
+359
+00:30:20,860 --> 00:30:24,180
+الصيانة والتبادل، maintenance functions، هي الوظائف
+
+360
+00:30:24,180 --> 00:30:28,060
+التي تمكن المنظمة من استمرارية عمل أقسامها، اللي هي
+
+361
+00:30:28,060 --> 00:30:32,320
+علاج المشكلات، أي مشكلة، مثلاً الكمبيوتر صار فيه
+
+362
+00:30:32,320 --> 00:30:34,880
+مشكلة، الكهرباء قطعت عن المبنى، لازم طول ما نصلحها
+
+363
+00:30:34,880 --> 00:30:39,520
+لحتى نقدر نعمل في المؤسسة، واحدة فيه قرايب حسّارة و
+
+364
+00:30:39,520 --> 00:30:45,960
+تخطيط قلب، معلش، الكهرباء قطعت، الجهاز عطلان، واضح أن
+
+365
+00:30:45,960 --> 00:30:50,140
+الشغل واقف، إذن الصيانة والتبادل اللي هي معناها أنه
+
+366
+00:30:50,140 --> 00:30:54,580
+ضمان استمرارية العمل، هذه الشيء هندسية أكثر،
+
+367
+00:30:54,580 --> 00:30:59,120
+إلكترونيات، أكثر، نضعها في التكييف اللي هو المرونة،
+
+368
+00:30:59,120 --> 00:31:08,600
+ماشي، صار حرب، الطلبة أضربوا، هل معناها أن المدرسة
+
+369
+00:31:08,600 --> 00:31:12,260
+تتأخر في منهج الدراسي؟ لأ، هل معناها أن المدرسة ما
+
+370
+00:31:12,260 --> 00:31:15,940
+تخلصش في الوقت المحدد؟ لأ، بنشتغل ضمن الخطة الطوارئ،
+
+371
+00:31:15,940 --> 00:31:20,600
+واضح لحد هنا كل شيء ماشي تمام، وضع إدارية معروفة هذه،
+
+372
+00:31:20,600 --> 00:31:24,700
+طبعاً، وضع إدارية لوجستية شوية، مش زي الصيانة والتبادل،
+
+373
+00:31:24,700 --> 00:31:33,020
+اللي هي التخطيط والتنظيم والتوجيه والرقم، برضه
+
+374
+00:31:33,020 --> 00:31:40,410
+مصطلحات في تصميم المنظمة، تفضلي، الـ  لاب توب، ساميرا،
+
+375
+00:31:40,410 --> 00:31:43,270
+ماشي يا auntie، تكييف متبادل، match والـ
+
+376
+00:31:43,270 --> 00:31:46,910
+adaptation، ممتازة، العملية التي تتميز خلال استخدام
+
+377
+00:31:46,910 --> 00:31:52,110
+الأفراد، الحكم، بدلاً من المقاييس والقواعد والأعراف
+
+378
+00:31:52,110 --> 00:31:56,710
+لحل مشكلة معينة، الآن جهاز اللابتوب عندك في الشغل
+
+379
+00:31:56,710 --> 00:32:01,210
+وقف، إحنا بتقنّعنا، بدل ما أقول يا صيانة، تعال صلّحه،
+
+380
+00:32:01,210 --> 00:32:07,200
+أنا بجهاز، أصلحه، يا بخرب بيته، خلاص، يا أصلحه، إذا
+
+381
+00:32:07,200 --> 00:32:10,740
+التكييف المتبادل معناها أنه أنا أحاول أحل المشاكل
+
+382
+00:32:10,740 --> 00:32:14,840
+عن طريق الأفراد، بعد ذلك نمشي في الأساليب التقليدية،
+
+383
+00:32:14,840 --> 00:32:20,580
+ثانياً، التقييد، standardization، المطابقة مع موقف معين
+
+384
+00:32:20,580 --> 00:32:23,680
+من خلال تحديد مجموعة من القواعد والأعراف التي
+
+385
+00:32:23,680 --> 00:32:27,100
+تعتبر ملائمة لموقف معين، هذا إيه؟ له علاقة بالرقابة
+
+386
+00:32:27,100 --> 00:32:31,320
+يا أخواتي، والتقييم؟ مطابقة موقف معين بقواعد
+
+387
+00:32:31,320 --> 00:32:36,040
+المؤسسة، بمعنى إسلام أجت متأخرة اليوم عن الشغل، كيف
+
+388
+00:32:36,040 --> 00:32:42,550
+نتصرف؟ اتخذنا قرار، ثاني يوم أجت سميرة نفس الموقف، ليش
+
+389
+00:32:42,550 --> 00:32:45,
+
+445
+00:36:37,620 --> 00:36:41,460
+مش هذي خسارة؟ ليش ما رجعتوا؟ لأ، في عندنا قوانين
+
+446
+00:36:41,460 --> 00:36:45,860
+سياسات، ممنوعة. احنا نتصرف بالإسماد. مش هو إيه الإسماد؟
+
+447
+00:36:45,860 --> 00:36:49,860
+مخالف للمواصفات؟ مخالف للمواصفات. رجعوا للمورد لازم.
+
+448
+00:36:49,860 --> 00:36:52,620
+نفعل رجعة، لازم نجيبهم إلى أستراليا، لازم نجيبهم إلى
+
+449
+00:36:52,620 --> 00:36:56,760
+أستراليا. طب مين بتحمل الخسارة؟ هو بتحمل الخسارة؟ اه، هو
+
+450
+00:36:56,760 --> 00:37:02,440
+مين؟ المورد. لكن ما بنعطييه كمان، بنرجع لكم فلوسكم؟
+
+451
+00:37:03,210 --> 00:37:08,150
+مننا. غير اه، الآن جاب غيره، ضال عندكم الكمية
+
+452
+00:37:08,150 --> 00:37:11,730
+الفاسدة؟ الكمية الفاسدة، هي تُثبت بطريقة معينة أنه
+
+453
+00:37:11,730 --> 00:37:15,690
+ما تروحش لحد، أنتم بتدفنوها معرفتكم، ولا بتبيعوها
+
+454
+00:37:15,690 --> 00:37:23,210
+لحسابكم الخاص؟ Corruption, Corruption،
+
+455
+00:37:23,210 --> 00:37:27,050
+فساد. يعني إتكررت هذا مرة ثانية، اللي هو مرة ثانية
+
+456
+00:37:27,050 --> 00:37:31,930
+جاب ضعف فاسدة؟ ممتاز، مش عايزين نفكر إيش أسوي،
+
+457
+00:37:31,930 --> 00:37:35,210
+ما احنا المرة الماضية أتصرفنا زي مثلاً أخت عندها baby،
+
+458
+00:37:35,210 --> 00:37:39,050
+درجة حرارته مرتفعة، عملنا له كمادات ميه، وهذا نزلت
+
+459
+00:37:39,050 --> 00:37:41,990
+خلاص، بعدين إيش؟ درجة حرارة ثانية، نفس الجثة، هذا
+
+460
+00:37:41,990 --> 00:37:47,030
+المقصود بليه إيش؟ اللي هو التقييس. شكراً يا auntie.
+
+461
+00:37:47,030 --> 00:37:52,120
+أستاذة سحر، ما المقصود بالتمنيز؟ وهي عبارة عن تجزئة
+
+462
+00:37:52,120 --> 00:37:55,280
+للتعامل، الأفراد من المنظمة إلى أقسام، أو المنظمة
+
+463
+00:37:55,280 --> 00:37:59,860
+إلى أقسام، والأقسام إلى أفراد. ممتاز. وظائف، أيوة،
+
+464
+00:37:59,860 --> 00:38:03,740
+المهارات. إذن تقسيم الكل إلى جزء، لجزء، لجزء، لغاية ما
+
+465
+00:38:03,740 --> 00:38:05,800
+نصل لآخر حاجة. شكراً يا نانتي. سميرة، ما هو
+
+466
+00:38:05,800 --> 00:38:08,880
+التكامل؟ التكامل هو التنسيق بين أفراد الـ...
+
+467
+00:38:08,880 --> 00:38:11,720
+التنسيق بين الوظائف، بين الأقسام، بين الأفراد،
+
+468
+00:38:11,720 --> 00:38:16,040
+بحيث أنه ما يصيرش عندنا تعارض أو ازدواجية. هاتي أنتِ
+
+469
+00:38:16,040 --> 00:38:22,780
+التعريف من فهمك. مش عايزين  نكتب الكلام هذا. عوامل
+
+470
+00:38:22,780 --> 00:38:28,540
+موقفية. أخذناها قبل هيك، زي ما  تُحكت زمان، هو الـ
+
+471
+00:38:28,540 --> 00:38:31,520
+action اللي ممكن نحن نتعرض له. ما هو وقت العوامل
+
+472
+00:38:31,520 --> 00:38:35,580
+الموقفية على تصميم المؤسسة؟ إيش العوامل الموقفية
+
+473
+00:38:35,580 --> 00:38:40,020
+اللي ممكن تؤثر عنها؟ مين ما جاوبت، تفضلي. احنا
+
+474
+00:38:40,020 --> 00:38:41,860
+بنستناكي عشان تجاوبي.
+
+475
+00:38:44,410 --> 00:38:47,430
+أما يكون الموقف جاي من الاستراتيجية نفسه، بمعنى أن
+
+476
+00:38:47,430 --> 00:38:50,790
+احنا حاطة رؤية أو رسالة... الرسالة طبعاً محسومة لأن
+
+477
+00:38:50,790 --> 00:38:54,050
+هي سبب وجودي. أحياناً مثلاً عندي خالد في تصميم الرؤية
+
+478
+00:38:54,050 --> 00:38:58,030
+أو الأهداف. حسيت الأهداف مبالغ فيها شوية، ممكن أعيد
+
+479
+00:38:58,030 --> 00:39:02,230
+النظر فيها. تفضلي. البيئة، زي ما حكينا قبل شوية،
+
+480
+00:39:02,230 --> 00:39:05,810
+جامعة، حرب، صار إضراب، ارتفعت الأسعار، صرف، نزلت، كيف
+
+481
+00:39:05,810 --> 00:39:09,270
+المؤسسة بتمشي وراها؟ زي ما أخذنا نظام المدرسة، لو
+
+482
+00:39:09,270 --> 00:39:12,650
+أنه صارت حرب، المدرسة لا يعني أن هي تتأخر عن موعد
+
+483
+00:39:12,650 --> 00:39:17,810
+الامتحانات. طبعاً كل ما تدخلت دورات تكنولوجيا أكثر، المفروض
+
+484
+00:39:17,810 --> 00:39:23,050
+أنا أستخدمها، أدخلها أكثر، واضح؟ حجم المنظمة؟ طبيعي
+
+485
+00:39:23,050 --> 00:39:26,010
+تصميم منظمة صغيرة، على قدر الحال، يعني مشروع صغير،
+
+486
+00:39:26,010 --> 00:39:30,090
+غير حاجة ضخمة. تفضلي. دورة حياة المنظمة؟ شرحناها
+
+487
+00:39:30,090 --> 00:39:36,410
+قبل. ليك دورة حياة المنظمة؟ Life Circle، مرت علينا؟
+
+488
+00:39:36,410 --> 00:39:44,310
+مين بعرفها؟ اللي هو الـ... بداية التطور، بعدين...
+
+489
+00:39:52,020 --> 00:39:58,800
+أيوة، ممتاز. قلنا زي شركة آيفون. زهراء، ماريا، أنتي، اه.
+
+490
+00:39:58,800 --> 00:40:03,520
+إذا ما أخذت بالها، هتنتهي زي شركة نوكيا. أنا، و أنتي، في
+
+491
+00:40:03,520 --> 00:40:07,980
+هدول، ليش؟ لأن التصميم مختلف لما نكون في النضج طبعاً.
+
+492
+00:40:07,980 --> 00:40:09,640
+هذا النضج، بس بالهندي معلش.
+
+493
+00:40:14,960 --> 00:40:17,580
+تصميم المنظمة في المدرسة غير لما نكون في مرحلة إيش؟
+
+494
+00:40:17,580 --> 00:40:21,800
+البداية. لسه بنقدم حالنا للسوق. شكراً يا عنتي.
+
+495
+00:40:21,800 --> 00:40:27,440
+الخيارات الإستراتيجية اللي هي بتساعدنا على إتخاذ
+
+496
+00:40:27,440 --> 00:40:31,840
+قرارات ناصرية الأصل، إنه هي تخلينا ننجح. تخيلنا إيش؟
+
+497
+00:40:31,840 --> 00:40:37,020
+ننجح. مثلاً شركة آيفون أخذت قرار إنها تركب في
+
+498
+00:40:37,020 --> 00:40:41,320
+الجوال ثلاث كاميرات. هذا قرار إستراتيجي. سؤال: هل
+
+499
+00:40:41,320 --> 00:40:46,100
+المستهلك هيشتري الجهاز هذا، و يبدي رضاه، ولا ناكسه؟
+
+500
+00:40:46,100 --> 00:40:49,540
+نبدأ نسحب من السوق، واضح؟ إذا الخيارات
+
+501
+00:40:49,540 --> 00:40:52,580
+الإستراتيجية معناها أنها قاتلة. إستراتيجية مصيرية.
+
+502
+00:40:52,580 --> 00:40:59,200
+ممكن تنجح، وممكن تفشل. في عيد ميلاد شركة Coca Cola،
+
+503
+00:40:59,200 --> 00:41:05,140
+عارفين الـ Coca Cola؟ في عيد ميلادها التسعين، ماشي،
+
+504
+00:41:05,140 --> 00:41:11,340
+قعدوا سنتين يعملوا دراسات. قالوا يا جماعة احنا لازم
+
+505
+00:41:11,340 --> 00:41:17,760
+ننزل منتج جديد، اسمه New Cola، و بلاش المنتج Coca
+
+506
+00:41:17,760 --> 00:41:22,560
+Cola اللي موجود الآن. تشوف الكلام هذا زمان، طبعاً هذا
+
+507
+00:41:22,560 --> 00:41:28,880
+كان في 1900 و حاجة، لما
+
+508
+00:41:28,880 --> 00:41:34,300
+نزل New Cola، يوم الاحتفال بالذكرى التسعين لافتتاح
+
+509
+00:41:34,300 --> 00:41:38,460
+Coca Cola، نزلوا المنتج الجديد، وصاروا يسحبوا في هذا
+
+510
+00:41:39,390 --> 00:41:43,850
+اتفاجأوا هنا. القرار الخطأ كان أن الناس رفضت الـ New
+
+511
+00:41:43,850 --> 00:41:48,210
+Cola، و صارت بدها الـ Coca Cola. إذا هل حققوا خسارة
+
+512
+00:41:48,210 --> 00:41:52,750
+بملايين الدولارات، خسارة بملايين إيش؟ الدولارات. إذا
+
+513
+00:41:52,750 --> 00:41:57,750
+مش كل قرار بالتجديد بينجح، مش كل قرار شماله بينجح.
+
+514
+00:41:57,750 --> 00:42:03,810
+ممكن تتفاجئي بردة فعل الناس. مش عايزينه. هذا يعتمد
+
+515
+00:42:03,810 --> 00:42:05,910
+على إيش؟ على الخيارات الإستراتيجية، إن هم أخذوا
+
+516
+00:42:05,910 --> 00:42:08,910
+قرار ينزلوا مشروب بطعم آخر. تفاجأوا الناس بتكرهه.
+
+517
+00:42:08,910 --> 00:42:14,310
+ماحدش عاجبه. هم عايزين المشروب الأصلي اللي احنا
+
+518
+00:42:14,310 --> 00:42:17,570
+اتعودنا عليه. فهذا بنسميه خيار إستراتيجي، بالنسبة لي
+
+519
+00:42:17,570 --> 00:42:21,770
+كوكاكولا، كان شماله فاشل، كان فاشل. إذا إيش العوامل
+
+520
+00:42:21,770 --> 00:42:31,310
+اللي بتأثر على تصميم المنظمة؟  IS لا؟ فيه
+
+521
+00:42:31,310 --> 00:42:36,380
+ما يوحّد صعوبة نجاحها. خذ بالك، الأمثلة هي بتبسط إيش؟
+
+522
+00:42:36,380 --> 00:42:49,640
+المادة. الأمثلة بتبسط المادة، عشان
+
+523
+00:42:49,640 --> 00:42:53,240
+نربط الـ slides في بعضها. توا، احكي لي عن التمايز،
+
+524
+00:42:53,240 --> 00:42:59,000
+واضح؟ بيقولوا اللي هو تصغير، تصغير، تصغير إيش
+
+525
+00:42:59,000 --> 00:43:00,540
+مصادر الاختلاف؟
+
+526
+00:43:02,620 --> 00:43:08,460
+أو التمايز. نشوف مع بعض يالا.  اسمينا التوجه الزمني،
+
+527
+00:43:08,460 --> 00:43:12,380
+ممكن يكون الوقت نفسه مناسب، أو غير مناسب. الأهداف،
+
+528
+00:43:12,380 --> 00:43:16,840
+أهدافنا إيش؟ هي علاقات شخصية داخل المنظمة. علاقة
+
+529
+00:43:16,840 --> 00:43:20,740
+الهل هو فعلاً تنظيم غير رسمي، ولا ممنوع؟ درجة تصميم
+
+530
+00:43:20,740 --> 00:43:24,360
+الهيكل. درجة تصميم الهيكل، هي المركزية أو إيش؟ أو
+
+531
+00:43:24,360 --> 00:43:31,530
+اللامركزية. هدول عرفناها مع فكرة هؤلاء. أشمالهم،
+
+532
+00:43:31,530 --> 00:43:36,790
+عرفناهم. تنسيق
+
+533
+00:43:36,790 --> 00:43:45,290
+إيه هناك؟ ممتاز.
+
+534
+00:43:45,290 --> 00:43:50,130
+تنسيق، لو تنظيم، أو عفواً، التعاون، زي ما قلنا. تسويق،
+
+535
+00:43:50,130 --> 00:43:55,650
+المالية. الحالة. أخذناها قبل هيك أيام شبابنا.
+
+536
+00:44:03,180 --> 00:44:10,640
+قلنا العلاقة من أعلى لأسفل، تنفيذ، وعلى نفس المستوى
+
+537
+00:44:10,640 --> 00:44:18,820
+الأفقي، تنسيق. مين اللي هان؟ تسويق، أفراد، مالية، أدنى
+
+538
+00:44:18,820 --> 00:44:25,040
+التسويق، معناه تعاون لإنجاز عمل المؤسسة. كيف
+
+539
+00:44:25,040 --> 00:44:27,360
+ممكن تصير تنسيق؟ طبعاً يا أخوات، لو المهمات واضحة،
+
+540
+00:44:27,360 --> 00:44:31,760
+ما يصيرش عندي مشاكل. تفضلي يا إسلام. آليات التنسيق،
+
+541
+00:44:31,760 --> 00:44:36,340
+التكييف المتبادل (mutual adjustment)، الإشراف المباشر،
+
+542
+00:44:36,340 --> 00:44:40,280
+(direct supervision). ممتاز. تقييس المهارات (skills
+
+543
+00:44:40,280 --> 00:44:43,360
+standardization)، تقييس العمليات (versus
+
+544
+00:44:43,360 --> 00:44:46,420
+standardization)، تقييس النتائج (output
+
+545
+00:44:46,420 --> 00:44:53,060
+standardization). كلها واضحة. شكراً. واضح ولا أعيدها؟
+
+546
+00:44:53,480 --> 00:44:57,340
+واضحة، كلها بتحكي عن نفسها. الموضوع إذاً، نشوف إيش
+
+547
+00:44:57,340 --> 00:45:00,180
+أخذنا في هذا الفصل (chapter)، تبع التنظيم، الشق
+
+548
+00:45:00,180 --> 00:45:04,080
+الثاني منه، اللي هو تصميم المنظمة. عرفنا شو معناه
+
+549
+00:45:04,080 --> 00:45:09,360
+التصميم. عرفنا أنه إما ميكانيكي، أو عضوي.
+
+550
+00:45:09,360 --> 00:45:13,820
+أخذنا عليه أمثلة. بعد هيك، إنتقلنا، و أخذنا ما الفرق
+
+551
+00:45:13,820 --> 00:45:18,770
+بينهما. إنتقلنا إلى المصطلح الثاني في تصميم المنظمة،
+
+552
+00:45:18,770 --> 00:45:21,210
+اللي هو الفعالية التنظيمية. اللي هو إيش الفعالية
+
+553
+00:45:21,210 --> 00:45:25,530
+التنظيمية. أخذنا مدخلها. بعدين قلنا إيش هي أجزاء
+
+554
+00:45:25,530 --> 00:45:28,930
+المؤسسة. قلنا هذه بتشمل، هذه دائرة عليا، ووسطى، وسفلى.
+
+555
+00:45:28,930 --> 00:45:33,750
+بعدين أخذنا مصطلحات مهمة في المنظمات، كلنا عارفينها،
+
+556
+00:45:33,750 --> 00:45:39,070
+اللي هي الأقسام. أقل منها اللي هي الوظيفة. القسم، مجموعة
+
+557
+00:45:39,070 --> 00:45:43,410
+وظائف. الوظيفة، مجموعة إيش؟ أفراد عندهم نفس المهارات.
+
+558
+00:45:43,410 --> 00:45:46,590
+الدور هو، إنتِ إيش مطلوب منك في هذا العمل. و أخذنا
+
+559
+00:45:46,590 --> 00:45:50,350
+أمثلة واقعية، عرفنا عن نوع الوظائف في المنظمات.
+
+560
+00:45:50,350 --> 00:45:53,590
+قلنا إما إدارية، اللي هي الـ Logistics، أو وظائف
+
+561
+00:45:53,590 --> 00:45:59,530
+تطبيقية، اللي هي المرونة، أو صيانة، و تبادل، وراها جماعة،
+
+562
+00:45:59,530 --> 00:46:06,620
+أي سؤال؟ أي سؤال في هذا الشق؟ في أي سؤال؟ طبعاً لو
+
+563
+00:46:06,620 --> 00:46:09,900
+بطبقها بالـ antler، بتلاقيها سهلة جداً. ليش؟ لأنها...
+
+564
+00:46:09,900 --> 00:46:15,400
+لأنها واقعية، موجودة في الحياة. يعطيكم العافية.
+
+565
+00:46:15,400 --> 00:46:20,990
+السلام عليكم. كيف أنتم سادتي؟ إن شاء الله جميعكم بخير،
+
+566
+00:46:20,990 --> 00:46:25,650
+أعرفكم على حالي، أنا سليلة حلس، محللة في برنامج
+
+567
+00:46:25,650 --> 00:46:30,810
+إقتصاديات التنمية، وأعمل في تنسيق المشاريع في البنك
+
+568
+00:46:30,810 --> 00:46:35,350
+التَّوْفيقي، الـ ATB. موضوع اليوم راح يكون بسيط إن شاء
+
+569
+00:46:35,350 --> 00:46:39,590
+الله، و شريف، لأنه من سمات العصر، يتحدث عن التغير
+
+570
+00:46:39,590 --> 00:46:44,520
+و التطور في المنظمات. لكن قبل البدء في الـ
+
+571
+00:46:44,520 --> 00:46:49,360
+presentation، و العرض، معناه ضخم وصغير. راح نتطرق لما
+
+572
+00:46:49,360 --> 00:47:04,720
+هي التغيير، و كيف إدارة عمليات التغيير ممكن
+
+573
+00:47:04,720 --> 00:47:06,680
+تتحقق. هنا بس يخلص.
+
+574
+00:49:35,650 --> 00:49:37,110
+مش عارف.
+
+575
+00:49:58,120 --> 00:50:03,070
+إسلام، شوف استفدتي من الفيديو عندي. أنا ألخص تقريباً
+
+576
+00:50:03,070 --> 00:50:08,930
+في كل فيديو، أن القيادة هي القيادة بشكل عام، فأنتِ
+
+577
+00:50:08,930 --> 00:50:09,690
+وأنتِ وأنتِ وأنتِ وأنتِ وأنتِ وأنتِ وأنتِ وأنتِ وأنتِ
+
+578
+00:50:09,690 --> 00:50:10,110
+وأنتِ وأنتِ وأنتِ وأنتِ وأنتِ وأنتِ وأنتِ وأنتِ وأنتِ
+
+579
+00:50:10,110 --> 00:50:13,430
+وأنتِ وأنتِ وأنتِ وأنتِ وأنتِ وأنتِ وأنتِ وأنتِ وأنتِ
+
+580
+00:50:13,430 --> 00:50:14,810
+وأنتِ وأنتِ وأنتِ وأنتِ وأنتِ وأنتِ وأنتِ وأنتِ وأنتِ
+
+581
+00:50:14,810 --> 00:50:16,530
+وأنتِ وأنتِ وأنتِ وأنتِ وأنتِ وأنتِ وأنتِ وأنتِ وأنتِ
+
+582
+00:50:16,530 --> 00:50:28,050
+وأنتِ وأنتِ وأنتِ
+
+583
+00:50:28,050 --> 00:50:28,370
+و
+
+584
+00:50:31,250 --> 00:50:36,130
+لأني أسوق طبعاً هذا الحادث، وأضيع مصلحتي، ومصلحة
+
+585
+00:50:36,130 --> 00:50:42,650
+الناس اللي بيعملوا. شكراً يا إسلام. هناك؟ أنه عشان
+
+586
+00:50:42,650 --> 00:50:45,570
+نادر على الطريق، نعم. اللي لازم ندرسه يكون مهم
+
+587
+00:50:45,570 --> 00:50:51,570
+للدراسة، نعم. أن أقود في سيارة الطريق، و ثم أخاف أنه
+
+588
+00:50:51,570 --> 00:50:55,430
+يكون مفيداً على أشهر الدين. ممتاز، طبعاً، فإننا ندرس في
+
+589
+00:50:55,430 --> 00:51:02,020
+محافظات وإجراءات. ممتاز. و أنه في مخاطر لما احنا، ما بلاش
+
+590
+00:51:02,020 --> 00:51:08,860
+نقلل، تقليل، تحفيز مامي. شكراً.
+
+591
+00:51:08,860 --> 00:51:14,740
+يعني، okay. شكراً. صحيح، هو التغيير، مش يكون يحط عملية
+
+592
+00:51:14,740 --> 00:51:18,900
+التغيير، سافراً منها، ومش يكون يتجاوب أصلاً مع عملية
+
+593
+00:51:18,900 --> 00:51:22,880
+التغيير، يحتاج أنه يُجهّز قبل أن يبدأ، يعني أنه
+
+594
+00:51:22,880 --> 00:51:26,160
+إحنا ثانياً، إذا قررنا أنه نتطور، لابد يكون في عيننا
+
+595
+00:51:26,160 --> 00:51:31,840
+تغيير، يجب أن أُحضّر، يعني أحضرهم في إطار الحاجة
+
+596
+00:51:31,840 --> 00:51:35,960
+والضرورة الماثلة، لتغيير الإجماع حتى يتحقق
+
+597
+00:51:35,960 --> 00:51:38,460
+التغيير. Okay، يعني، حد يضيف يا أخوات؟
+
+598
+00:51:42,160 --> 00:51:45,660
+شيء طبيعي؟ اه، أن أنا كمؤسسة لازم أتطور، كمان أنا
+
+599
+00:51:45,660 --> 00:51:49,260
+أتطور، فيما يحقق مصلحتي، ومصلحة تعليمي. هل التغيير
+
+600
+00:51:49,260 --> 00:51:52,460
+فقط في المؤسسات، ولا ممكن يكون على مستوى شخصي؟
+
+601
+00:51:52,460 --> 00:51:54,980
+طبعاً ممكن تغيير على مستوى شخصي. ممتاز. التغيير
+
+602
+00:51:54,980 --> 00:51:57,780
+ممكن يكون أيضاً على مستوى شخصي، أو في نمط حياتنا.
+
+603
+00:51:57,780 --> 00:52:06,220
+احنا... تفضلي. زي ما تفضلتوا، الفيديو خاصة أنه بشكل
+
+604
+00:52:06,220 --> 00:52:12,320
+مبسط وسهل، كل ما يتعلق بعملية التغيير. طبعاً احنا
+
+605
+00:52:12,320 --> 00:52:16,400
+بنعرف أن التغيير لا يتعلق بس بالمنظمات أو
+
+606
+00:52:16,400 --> 00:52:24,860
+المؤسسات، بل الأفراد. التغيير هناك نواحي للتغيير،
+
+607
+00:52:24,860 --> 00:52:30,700
+تُحَفّز، وتحفز المؤسسات أو المنظمات على التغيير،
+
+667
+00:57:04,890 --> 00:57:10,690
+بيكون عملياتها، والهدف أنه يصل إلى الأهداف يترجم
+
+668
+00:57:10,690 --> 00:57:15,210
+من خلال نسبة نيابية العمل وجدولته، يعني المفروض
+
+669
+00:57:15,210 --> 00:57:21,440
+التغيير يكون لمصلحة المؤسسة، يسهل العمل، ممكن نغيّر
+
+670
+00:57:21,440 --> 00:57:25,440
+نفس هي كلية المؤسسة، نفق الإشراح، طبعاً شرحناهم
+
+671
+00:57:25,440 --> 00:57:30,140
+زودناهم وطلّعناهم، أو تصميم المنظمة والأفراد
+
+672
+00:57:30,140 --> 00:57:35,440
+فكمان ومرة التغيير، إذا في حد بيقدر ينخص منه هو
+
+673
+00:57:35,440 --> 00:57:40,760
+تعديل أساسي وحيوي في بعض أجزاء المنظمة أو جميعها
+
+674
+00:57:40,760 --> 00:57:45,720
+ويشمل أي مفصل من مفاصل عمل المنظمة، شكراً إذا أنت
+
+675
+00:57:45,720 --> 00:57:51,410
+التغيير هو عبارة عن عملية تعديل أو تحويل حاجة في
+
+676
+00:57:51,410 --> 00:57:57,550
+المؤسسة أو في الحياة، إما بشكل جوهري أو بشكل شكلي
+
+677
+00:57:57,550 --> 00:58:03,690
+بمعنى، اليوم روحنا زورنا إسراء، جاعدتنا في الصالون
+
+678
+00:58:03,690 --> 00:58:07,750
+بعد شهر، إحنا زورناها لأنها غيّرت الـ decor، هي غيّرت
+
+679
+00:58:07,750 --> 00:58:13,290
+إيش؟ شكلي، يعني هم نفسهم بس هي غيّرت الترتيب، تغيير
+
+680
+00:58:13,290 --> 00:58:18,110
+حيوي أو أساسي، شايل الـ طجن، بيعة وجاب واحد جديد، إذا
+
+681
+00:58:18,110 --> 00:58:23,030
+إما التغيير يكون أساسي حيوي في صميم المؤسسة أو
+
+682
+00:58:23,030 --> 00:58:26,630
+يكون لأشيء شكلي، يعني تفضلي، فالتابعة اللي عزيزي
+
+683
+00:58:26,630 --> 00:58:31,900
+أحكي عنها، تغيير سمة سائدة في العصر الحالي، وحقيقة
+
+684
+00:58:31,900 --> 00:58:35,900
+أنظمة، ودور مهم من أدوار الإدارة، زي اللي حكينا إنه
+
+685
+00:58:35,900 --> 00:58:44,100
+فيه تغيرات عالمية، تغيرات خارجية، ممتاز، طبيعة عمل
+
+686
+00:58:44,100 --> 00:58:49,950
+المؤسسات في القرن الواحد والعشرين، تعمل في بيئة تتسم
+
+687
+00:58:49,950 --> 00:58:57,270
+بالـ تعقيد والتغير السريع، فإذا المؤسسة ما لحقتش هذا
+
+688
+00:58:57,270 --> 00:59:01,510
+الوضع، تنقرض، تختفي، بتفشل، خلاص بتطلع من إيش؟ بتطلع
+
+689
+00:59:01,510 --> 00:59:07,610
+من عالم العمل، إذا من سمات عصرنا التغير السريع
+
+690
+00:59:07,610 --> 00:59:11,890
+كمان، يعني أحياناً أنت مثلاً شارية اليوم أخر موديل في
+
+691
+00:59:11,890 --> 00:59:16,240
+الجوالات، ما مرّ أسبوع يدوب فرحانة عليه، نزل موديلات
+
+692
+00:59:16,240 --> 00:59:19,760
+ثانية، نحتاج إذا أنت لو بدك تتابع الموديلات مش هنخلص
+
+693
+00:59:19,760 --> 00:59:25,580
+السنة، واضح؟ تفضلي، لأ هي مش سمات التغيير، هي سمات
+
+694
+00:59:25,580 --> 00:59:29,180
+البيئة يا عزيزي، مش التغيير، لأ البيئة متغيرة جداً
+
+695
+00:59:29,180 --> 00:59:39,620
+ومعقدة، طبعاً
+
+696
+00:59:39,620 --> 00:59:43,160
+التغيير يجب أنك فيه مع وظائف الإدارة
+
+697
+00:59:50,340 --> 00:59:54,360
+ممتاز، إذا يجب فرض عين على كل مؤسسة تتكيف مع
+
+698
+00:59:54,360 --> 00:59:57,560
+التغيير، ولا هتطلع، يعني ما نقولش هدول بتكيف وإحنا
+
+699
+00:59:57,560 --> 01:00:01,700
+مالنا نِجدع ولا، إذا التغيير شيء مفروض علينا إجباري
+
+700
+01:00:03,850 --> 01:00:09,750
+لأنه يعني في منظور المستقبل، هناك تغيرات ممكن نعكس
+
+701
+01:00:09,750 --> 01:00:13,810
+عليها، وبالتالي راح تساعدنا بتغيير، على حل مشاكل
+
+702
+01:00:13,810 --> 01:00:16,910
+المستقبل، دلوقتي، صحيح طبعاً إحنا هنا لغاية اللي أنا
+
+703
+01:00:16,910 --> 01:00:19,170
+بنحكي عن التغيير الإيجابي، التغيير اللي في صالح
+
+704
+01:00:19,170 --> 01:00:24,690
+المؤسسة، لأن فيه تغيير سلبي، تفضلي، بس إيش
+
+705
+01:00:29,790 --> 01:00:36,210
+اضرب يا ساتر يا رب! يعني المفروض تعطينا يا أنتي
+
+706
+01:00:36,210 --> 01:00:39,830
+مثال، مش اضرب، اضرب نستخدمها عشان كتير إحنا في
+
+707
+01:00:39,830 --> 01:00:42,770
+الإدارة، مش مشكلة، اضرب اضرب، يلا ساعدتنا إن شاء
+
+708
+01:00:42,770 --> 01:00:46,270
+الله، إذا لو سمحت، في حد يقدر يعطينا أمثلة عن
+
+709
+01:00:46,270 --> 01:00:50,630
+تغيرات اللي كانت في البيئة الخارجية، شرحناها قبل
+
+710
+01:00:50,630 --> 01:00:54,450
+هيك لما أخذنا الـ أسواد وبيئة المنظمات، قلنا البيئة
+
+711
+01:00:54,450 --> 01:00:58,190
+الخارجية اللي بتكون عن شمالها خارج السيطرة، لا
+
+712
+01:00:58,190 --> 01:01:03,710
+أستطيع أني أتحكم فيها، لكن بتكيف، قلنا زي أغلاق
+
+713
+01:01:03,710 --> 01:01:07,610
+المعبر، زي الحصار، زي ارتفاع أسعار الصرف، أسعار
+
+714
+01:01:07,610 --> 01:01:13,350
+العمولات، الفوائد، هذه كلها بيئة خارجية، طب كيف بيصير
+
+715
+01:01:13,350 --> 01:01:18,580
+فيها تغيرات؟ هذا السؤال، في كلمات ممكن بالـ سياسية
+
+716
+01:01:18,580 --> 01:01:21,480
+والاقتصادية، والبيئة التاريخية، والبيئة التكنولوجية
+
+717
+01:01:21,480 --> 01:01:28,500
+ممتاز، كيف كان زمان؟ مؤسسات بتشتغل كلها ومعينة بشغل على
+
+718
+01:01:28,500 --> 01:01:31,620
+الشغل الورقي، اللي هي الإدارة التقليدية، اللي هو
+
+719
+01:01:31,620 --> 01:01:36,300
+الورق، مستندات، وسجلات، وجلام، وقرطاسية، كيف هذا أثر كل
+
+720
+01:01:36,300 --> 01:01:40,020
+شيء في حياتنا، الـ system، يعني إحنا دخلنا الأنظمة
+
+721
+01:01:40,020 --> 01:01:44,980
+ممتاز، يعني كل شغل المؤسسة بنحطه في flash وخلاص
+
+722
+01:01:44,980 --> 01:01:51,350
+ممتاز، أيوة، بقت نظام، إحنا نعمل ورق، أتمتت
+
+723
+01:01:51,350 --> 01:01:54,250
+المكاتب، أيوة، ممتاز، مين يعطينا كمان مثال زي
+
+724
+01:01:54,250 --> 01:01:58,110
+ريمة؟ تفضلي، إيمان؟ يعني قطعة الطائرة كانت باقية
+
+725
+01:01:58,110 --> 01:02:00,390
+شحن الأفراد، فأنا استخدمت الأشياء اللي بين خلايا
+
+726
+01:02:00,390 --> 01:02:04,270
+الشمسية، ممتاز، هذا التغيير اللي قلنا عنه فرض،
+
+727
+01:02:04,270 --> 01:02:07,990
+يعني غصب عنا يعني، مين يعطينا كمان أمثلة؟ آه يا
+
+728
+01:02:07,990 --> 01:02:13,730
+خلود أيوب، مالك اليوم؟ سلامتك يا أمي، لأ أنتي
+
+729
+01:02:13,730 --> 01:02:14,790
+تعبانة ولا إيش؟
+
+730
+01:02:17,990 --> 01:02:30,190
+يعطيك العافية، نستعين بصديقتنا، نزلي المدهون، قوانين
+
+731
+01:02:30,190 --> 01:02:37,950
+درايات، جمالك، رسوم، آه
+
+732
+01:02:37,950 --> 01:02:42,750
+زادت رسوم الترخيص مثلاً، ممتاز، شكراً سحر
+
+733
+01:02:48,890 --> 01:02:52,730
+لأ، مش شرط اللي يجي على بالك، هي معطيك على سبيل المثال و
+
+734
+01:02:52,730 --> 01:02:57,050
+ليس الحصر، مثلاً
+
+735
+01:02:57,050 --> 01:03:00,910
+زمان سحر كانت تشتغل في الحسابات، وورقة ودفتر و
+
+736
+01:03:00,910 --> 01:03:04,590
+دفتر يومية، عفواً، ورقة وجلم ودفتر يومية، وهذا الآن
+
+737
+01:03:04,590 --> 01:03:08,570
+صار في برامج متخصصة للمحاسبة المالية، إجباري لازم
+
+738
+01:03:08,570 --> 01:03:11,670
+تستبدلها، أنا ما بدي تكتبيلي واصل، بدي تجيبي مطبوع و
+
+739
+01:03:11,670 --> 01:03:15,210
+مختوم، أحلى هذا، تغيير، تفضلي
+
+740
+01:03:37,070 --> 01:03:39,870
+ممتاز، إسلام
+
+741
+01:03:47,030 --> 01:03:52,390
+المفروض أنتم جاهزين، حاجة، وأفضل مثلاً، إذا في مؤسسة
+
+742
+01:03:52,390 --> 01:03:56,570
+معينة، مثلاً مختلفة، وإذا مثلاً وزارة الصحة، أنه في
+
+743
+01:03:56,570 --> 01:04:01,450
+هذا المكان، مش لازم يكون مثلاً حتة وثلاثة كاميرات، لو
+
+744
+01:04:01,450 --> 01:04:05,750
+ما عملتش هيك مثلاً، ستة، فممكن أبني أعمل، عشان، ممتاز
+
+745
+01:04:05,750 --> 01:04:08,630
+شكلك جعانة، يعني okay، هنا
+
+746
+01:04:12,650 --> 01:04:15,570
+يعني مثلاً هنا عنده مكاتب صرافة، مثلاً زمان كان العد
+
+747
+01:04:15,570 --> 01:04:19,710
+يدوي، الآن في آلات، عدّ الفلوس وكاشف التزييف عن طريق
+
+748
+01:04:19,710 --> 01:04:23,110
+آلات متخصصة، إذا أصبح إجباري، لو عندك مكتب صرافة
+
+749
+01:04:23,110 --> 01:04:26,070
+جيبي آلات، هي أكثر دقة من الإنسان، خاصة في مثل
+
+750
+01:04:26,070 --> 01:04:31,910
+التزييف، تفضلي، طبعاً هي أذواق المستهلكين والزبائن
+
+751
+01:04:31,910 --> 01:04:37,050
+أحياناً تتغير، تصارع منهم قدرات بشكل أعلى، تتغير
+
+752
+01:04:37,050 --> 01:04:43,260
+باستمرار، يعني اليوم أنت حابة تلبسي الأسود، مش
+
+753
+01:04:43,260 --> 01:04:46,040
+بالضرورة تبقي حابة تلبسي أسود طول السنة، لأ ممكن أنا
+
+754
+01:04:46,040 --> 01:04:49,580
+كصاحب محل، أتوقع أنك بدك أزرق، أو لازم أوفر لك جميع
+
+755
+01:04:49,580 --> 01:04:55,040
+الألوان، إذا، حاجات المستهلكين تتغير باستمرار، واضح؟
+
+756
+01:04:55,040 --> 01:05:00,160
+تفضلي، زي الآن الناس داخلة تحدي السكر، إيش يعني أنا
+
+757
+01:05:00,160 --> 01:05:03,220
+داخلة تحدي السكر؟ يعني كانت تأكل مثلاً، تأكل شغلات
+
+758
+01:05:03,220 --> 01:05:08,100
+بسكريات، الآن بطّلوا، فلازم إحنا أصحاب المحلات اللي
+
+759
+01:05:08,100 --> 01:05:12,230
+إلنا علاقة بالموضوع، نمشي معهم، أصلاً الدخل تضاعف
+
+760
+01:05:12,230 --> 01:05:17,410
+ما فيهوش سكر، تفضلي، أهمية التغيير، الـ importance
+
+761
+01:05:17,410 --> 01:05:23,270
+of change، طبعاً الهدف الأساسي لأي منظمة تتبع
+
+762
+01:05:23,270 --> 01:05:30,230
+التغيير، أنه في تحقيق نمو مستدام، أنه يكون مستمر
+
+763
+01:05:30,230 --> 01:05:34,170
+لأنهم يكونوا مواكبين للتطور، واستجابة للتغييرات
+
+764
+01:05:34,170 --> 01:05:39,780
+الحاصلة في بيئة العمل، الخارجية أو الداخلية، طبعاً
+
+765
+01:05:39,780 --> 01:05:46,140
+الهدف منه، أو المعرفة بأهمية التغيير، ونتائج اللي
+
+766
+01:05:46,140 --> 01:05:49,980
+منبطق عنه، أو مدى التأثير.. مدى السلبيات اللي
+
+767
+01:05:49,980 --> 01:05:54,660
+بتنبطق، إذا لمّا تكونوا مواكبة للتغيير، يعني أساسي
+
+768
+01:05:54,660 --> 01:05:58,440
+إنها تكون من معرفة الإدارة، اختلاف سوائتهم
+
+769
+01:05:58,440 --> 01:06:03,660
+الإدارية، أساسي، موظفيهم، أو يكونوا جزء من المنظومة
+
+770
+01:06:03,660 --> 01:06:07,480
+اللي راح تساعدنا في اتخاذ قرارات التغيير، ممتاز، راح
+
+771
+01:06:07,480 --> 01:06:10,440
+يساعد في أساس القدرة اللي لديهم عن البحث وخلق
+
+772
+01:06:10,440 --> 01:06:15,180
+الحلول، كذلك رفع كفاءة المنظمة، رح يرفع كفاءة
+
+773
+01:06:15,180 --> 01:06:18,320
+الانتاج، أنت لو أخذنا example مثلاً عندنا شركة
+
+774
+01:06:18,320 --> 01:06:22,220
+Apple، iPhone، لأنهم أكثر الشغلات المتطورة دلوقتي هي
+
+775
+01:06:22,220 --> 01:06:28,340
+الإلكترونيات، iPhone بتضل تطور نسخ أو إصدارات
+
+776
+01:06:28,340 --> 01:06:31,160
+الجوالات أول بأول، ولازم كل إصدار جديد يكون فيه
+
+777
+01:06:31,160 --> 01:06:35,020
+ميزة، لحتى تضمن أنها تظل موجودة ومستمرة وتتوسع
+
+778
+01:06:35,020 --> 01:06:39,560
+أرباحها ومبيعاتها، التغيير مش بس على الإدارة العليا،
+
+779
+01:06:39,560 --> 01:06:42,420
+جميع أفراد المؤسسة لازم يشاركوا في عملية إيش؟
+
+780
+01:06:42,420 --> 01:06:45,900
+التغيير، خذي بعدك، إما التغيير يكون إضافة حاجة
+
+781
+01:06:45,900 --> 01:06:51,040
+جديدة، كان كاميرتين صارت ثلاثة، أو التغيير يكون حل
+
+782
+01:06:51,040 --> 01:06:57,710
+مشكلة موجودة، الناس بتشتكي إن iPhone بطاريتها بتخلص
+
+783
+01:06:57,710 --> 01:07:00,630
+بسرعة، لأ المفروض هم الإصدار اللي جاي يحلوا
+
+784
+01:07:00,630 --> 01:07:05,630
+المشكلة هذه، إذا إما حالتين، قدم حاجة جديدة أو في
+
+785
+01:07:05,630 --> 01:07:09,330
+مشكلة في إصداراتك السابقة، بدك تحليها، الآن عشان
+
+786
+01:07:09,330 --> 01:07:11,290
+تبقى محافظة على الزبون، تفضلي
+
+787
+01:07:21,260 --> 01:07:25,880
+طبعاً طرقنا إحنا سابقاً لأنواع قوى التغيير، change
+
+788
+01:07:25,880 --> 01:07:31,500
+forces، تنبع من جهتين، القوة الداخلية والقوة
+
+789
+01:07:31,500 --> 01:07:35,620
+الخارجية، منين؟ إذا بتقدر تحكيلنا، إيه هي، ما هي، المنصوب
+
+790
+01:07:35,620 --> 01:07:38,360
+بالقوة الداخلية، داخل المنظمة اللي تقود عملية
+
+791
+01:07:38,360 --> 01:07:41,840
+التغيير، أو تؤدي للتغيير؟ ممكن أكثرها أشياء من
+
+792
+01:07:41,840 --> 01:07:45,020
+البيئة الداخلية المنظمة، إيش العلاقة بأنشطة
+
+793
+01:07:45,020 --> 01:07:46,160
+المنظمة الداخلية؟
+
+794
+01:07:50,110 --> 01:07:55,710
+طبعاً هذا يحصل بعد المراجعة والتقييم، وتحديد المسار
+
+795
+01:07:55,710 --> 01:08:00,630
+اللي.. إذا القوة الداخلية نابعة من داخل المؤسسة
+
+796
+01:08:00,630 --> 01:08:05,410
+في قناعة لدى الإدارة العليا، لازم نغيّر، خلاص نغيّر
+
+797
+01:08:05,410 --> 01:08:11,580
+اتفضلي، القوة الخارجية، حكينا قبل شوية، إيش هم على
+
+798
+01:08:11,580 --> 01:08:13,920
+نظامهم، بتاعة جمالهم؟ من اللي هي الخارجية من
+
+799
+01:08:13,920 --> 01:08:17,220
+المؤسسة، في جوانب سياسية، اقتصادية، اجتماعية، يعني
+
+800
+01:08:17,220 --> 01:08:21,000
+هم اللي بتأثر على المؤسسة، خارج عن سيطرة المؤسسة،
+
+801
+01:08:21,000 --> 01:08:24,460
+بتأثر على التغيير، طب لو.. هي.. ماشي.. هي خارج
+
+802
+01:08:24,460 --> 01:08:29,460
+سيطرتنا، بس بتأثر علينا، أي منافسين يتغيروا وأنت
+
+803
+01:08:29,460 --> 01:08:33,480
+لسه قاعدة، لأ لازم نلحق، تفضلي، طب لو سألناكم
+
+804
+01:08:33,480 --> 01:08:41,850
+سؤال، هل التغيير الأفضل، هو يقود التغيير، عمليات
+
+805
+01:08:41,850 --> 01:08:44,690
+المنظمة، أو إلاً نقود؟ يعني إحنا نكون نقود التغيير
+
+806
+01:08:44,690 --> 01:08:48,410
+ولا نخلي التغيير يكون هناك؟ إحنا نقوده، إحنا نقوده
+
+807
+01:08:48,410 --> 01:08:53,210
+آه، لإنه يمكن يودينا لطريق مثلاً، طلب، إحنا بدنا نتكيف
+
+808
+01:08:53,210 --> 01:08:57,610
+معاه، ناخد يعني نحاول نمشي الفرق معاه، وهذا يتطلب إن
+
+809
+01:08:57,610 --> 01:09:02,010
+إحنا نكون مستعدين، نطلع بأيدينا طالعين بشيء، أيمن، أنت
+
+810
+01:09:02,010 --> 01:09:05,730
+لما تتكيفي مع معناه، هو اللي قايدك، وليه رأيك؟ لأ، ده
+
+811
+01:09:05,730 --> 01:09:09,270
+أتكيف معاه بما أنه يخدمني، بالإيش اللي بينسبني أنا
+
+812
+01:09:09,270 --> 01:09:15,130
+مش هخليه يفوضني بشكل، يعني إتجاه، يعني مش مثلاً
+
+813
+01:09:15,130 --> 01:09:18,270
+منافسين أنه غيّر، أغيّر، لأ، لازم نعمل دراسات وخطط، هل
+
+814
+01:09:18,270 --> 01:09:21,030
+بلا إيه من التغيير ولا لأ؟ حسب ظروفي أنا كمؤسسة
+
+815
+01:09:21,030 --> 01:09:25,950
+لأنه ممكن نضيع المؤسسة بسبب التغيير، تفضلي، طبعاً
+
+816
+01:09:25,950 --> 01:09:28,890
+planned change، تغيير مخطط
+
+817
+01:09:33,490 --> 01:09:36,050
+وأنا، مقصود بالتغيير المخطط، إذا في حاجة ما بتحبك
+
+818
+01:09:36,050 --> 01:09:40,210
+rapid، صح؟ هو التغيير اللي يصمم وينطلب، يصمم و
+
+819
+01:09:40,210 --> 01:09:43,890
+ينطلب، طلوقة منتجة، تكون على أساس براءة المستقبل و
+
+820
+01:09:43,890 --> 01:09:50,830
+توقع أحداث معينة، معناته، يعني هو إحنا بيكون بطريقة منهجية
+
+821
+01:09:50,830 --> 01:09:57,210
+ليعملوا في استقرار، أو توقع للمستقبل، توقع أحداث
+
+822
+01:09:57,210 --> 01:10:01,870
+معينة، وبالتالي، نظرنا نكون واخدة بعين الاعتبار تغيير
+
+823
+01:10:01,870 --> 01:10:05,250
+تقادم، ونكون مستعدة ونتهيأ له، ممتاز، إذا التغيير
+
+824
+01:10:05,250 --> 01:10:09,010
+المخطط هو التغيير المَبني على دراسات سابقة، وفي خطة
+
+825
+01:10:09,010 --> 01:10:13,010
+ورؤيا أمامي، بناء عليها أنا بغيّر، بكون عارفة أنا إيش
+
+826
+01:10:13,010 --> 01:10:16,250
+ببدأ أقدم، زي ما قلنا، كانوا كاميرتين، صاروا ثلاثة
+
+827
+01:10:16,250 --> 01:10:21,890
+بعض السيارات مثلاً، يجي على بالها تبتكر أنه يطلع من
+
+828
+01:10:21,890 --> 01:10:25,770
+مقود السيارة، لو لا سمح الله السيارة فرمّلت، يطلع
+
+829
+01:10:25,770 --> 01:10:30,710
+منها بالون يلف السائق اللي ورا المقود، والله يا دي
+
+830
+01:10:30,710 --> 01:10:33,610
+فكرة حلوة، سلامة أكثر، يلا نجيبها، إذن هذا اسمه
+
+831
+01:10:33,610 --> 01:10:38,410
+تغيير مخطط، ماشي، اترتب أموري، وبعدين فجأة
+
+832
+01:10:38,410 --> 01
+
+889
+01:14:58,090 --> 01:15:02,380
+إجراء التغيير. شكرا طبعا زي ما حكينا في التغيير، و
+
+890
+01:15:02,380 --> 01:15:06,180
+الحاجة للتغيير في أسباب داخلية أو خارجية ممكن
+
+891
+01:15:06,180 --> 01:15:09,880
+تنعكس على المعظم، و تقود إلى التغيير. طبعا حكينا
+
+892
+01:15:09,880 --> 01:15:14,340
+حول أزمة أو مشكلة في موضوع التغيير الطارئ، تطلع
+
+893
+01:15:14,340 --> 01:15:19,520
+المؤسسة أنها تعمل قرار عن التغيير، لكن النقطة
+
+894
+01:15:19,520 --> 01:15:23,360
+الأخرى، والجديدة، ليس من الضرورة أن تُحَفّزها مشكلة أو
+
+895
+01:15:23,360 --> 01:15:25,140
+تفاقم أزمة صحيحة.
+
+896
+01:15:27,900 --> 01:15:31,120
+زي ما تقول، حاجة إن عندك شركة آبل، أيه ده؟ إضافة
+
+897
+01:15:31,120 --> 01:15:36,220
+كاميرا ثالثة أو رابعة، هذا اسمه إيش؟ تطوير. لكن لو
+
+898
+01:15:36,220 --> 01:15:39,680
+حُلّت مشكلة نفاذ البطارية بسرعة، هذا اسمه حل مشكلة.
+
+899
+01:15:39,680 --> 01:15:44,660
+تفضلي. طبعا هناك بيكون فيه فجوة في الأداء، فجوة، فجوة
+
+900
+01:15:44,660 --> 01:15:48,060
+(الجاب) يعني فجوة، فجوة، مش مشكلة، فجوة في الأداء من
+
+901
+01:15:48,060 --> 01:15:54,620
+سوء الأداء، المستهدف والمحقق. كيف نتعامل يعني
+
+902
+01:15:54,620 --> 01:15:59,880
+انتقلنا، مبيعات نزيد، جهزنا الأمور، فتفاجأنا أنها
+
+903
+01:15:59,880 --> 01:16:04,300
+زادت بشكل مفاجئ، فده لازم نلاحق الزيادة هذه، نوفر
+
+904
+01:16:04,300 --> 01:16:10,100
+السلعة. تفضلي. زي ما إحنا شايفين إن التغيير
+
+905
+01:16:10,100 --> 01:16:15,620
+المتتابع، هو يعني sequential change، خطوات تدلّ على
+
+906
+01:16:15,620 --> 01:16:19,620
+اتباعها، تنبع من قوة داخلية وخارجية، أسباب التغيير
+
+907
+01:16:19,620 --> 01:16:23,540
+أسباب التغيير، ثم تنبسط الحاجة للتغيير. ممتاز.
+
+908
+01:16:23,540 --> 01:16:27,140
+وبالتالي نبدأ بعملية التغيير، start of the change.
+
+909
+01:16:27,430 --> 01:16:36,830
+ومن ثم ننفذ عملية التغيير. حكينا
+
+910
+01:16:36,830 --> 01:16:43,150
+عن فجوة الأداء، هي الفرق بين الأداء المرغوب والأداء
+
+911
+01:16:43,150 --> 01:16:49,150
+المتحقق فعلياً. طبعاً المسؤولين في الإدارة يكونوا
+
+912
+01:16:49,150 --> 01:16:54,990
+فرق مكلفة، أنها تتابع وتقيم وتحجز الانحرافات. إذا
+
+913
+01:16:54,990 --> 01:16:58,270
+كان في انحراف كبير أو حتى صغير، تحدد الانحرافات
+
+914
+01:16:58,270 --> 01:17:04,090
+وتوقف على الأسباب، ومن ثم إجراء عملية تغيير، تحسين
+
+915
+01:17:04,090 --> 01:17:07,930
+الوضع، وتقليل الفجوة. ممتاز. هي شرحته، أزمة وخُلود.
+
+916
+01:17:07,930 --> 01:17:11,190
+أيوة، في موضوع الكابة، السؤال، الأيقونة اللي أنتَ
+
+917
+01:17:11,190 --> 01:17:18,310
+حاططها، زلزال ولا إيش هذا؟ كابة هذا زلزال. ماشي، أنتَ
+
+918
+01:17:18,310 --> 01:17:21,170
+القائد فوارى، وهم فوارى.
+
+919
+01:17:24,390 --> 01:17:27,710
+ممكن أه، بس اللي هيمشي خطوة، هيوجع في الفيفر، ممكن
+
+920
+01:17:27,710 --> 01:17:30,890
+أنّه… يعني حد هيتفاجأ في خطوة فجأة في ال… اللي هو
+
+921
+01:17:30,890 --> 01:17:38,770
+خلل أو مشكلة أو شيء طارئ. طبعا
+
+922
+01:17:38,770 --> 01:17:42,830
+راح نمشي بالخطوات العملية للبدء بعمليات تغيير،
+
+923
+01:17:42,830 --> 01:17:49,250
+initiating change، تبدأ من هنا، من البحث عن
+
+924
+01:17:49,250 --> 01:17:52,850
+العمليات الخاصة، كل ما يتعلق بالتطورات الداخلية
+
+925
+01:17:52,850 --> 01:17:56,830
+والخارجية التي تساهم بالوفاء بالحاجات المدركة
+
+926
+01:17:56,830 --> 01:18:02,990
+للتغيير، من خلال يجب أن يكون هناك معرفة بالنظام
+
+927
+01:18:02,990 --> 01:18:08,510
+المطبق في المنظمة، استخدام المدراء لقدراتهم المهنية
+
+928
+01:18:08,510 --> 01:18:11,950
+يعني لازم ينمّوا معرفتهم وقدراتهم حتى يستخدموا
+
+929
+01:18:11,950 --> 01:18:14,830
+قرارات سليمة، ويستفيدوا من التقارير المهنية
+
+930
+01:18:14,830 --> 01:18:17,550
+والاستشعارية التي تأتي من الأقسام المختلفة
+
+931
+01:18:17,550 --> 01:18:23,700
+بالمنظمة، وبالتالي يساعدهم. إذاً، أول خطوة من خطوات البدء
+
+932
+01:18:23,700 --> 01:18:26,940
+في التغيير، أني أفكر هيك، أقعد مع نفسي، أو زي ما
+
+933
+01:18:26,940 --> 01:18:33,420
+شوفنا جوجل كيف، بقعد يفكر، أفكر إيش ممكن أقدم
+
+934
+01:18:33,420 --> 01:18:37,900
+للمستهلك، حاجة تعجبه. إذاً، التفكير في الابتكار، في
+
+935
+01:18:37,900 --> 01:18:41,460
+الإبداع. يعني لو عملت حاجة للسلع أو الخدمة، هتعجب
+
+936
+01:18:41,460 --> 01:18:47,810
+الناس. تفضلي. ثاني خطوة أو منحة أخرى ناخدها في عين
+
+937
+01:18:47,810 --> 01:18:51,670
+الاعتبار، هي القدرة على الابتكار، creativity، اللي هو
+
+938
+01:18:51,670 --> 01:18:56,530
+الإبداع، نفس
+
+939
+01:18:56,530 --> 01:19:02,790
+الشيء. يا آنتي، هو innovation، مكتوب بصحيح، داخله طبعاً
+
+940
+01:19:02,790 --> 01:19:08,270
+هي القدرة على توليد أفكار جديدة، تُفيد الحاجات
+
+941
+01:19:08,270 --> 01:19:11,750
+المدركة، أو بتُناسب الفرص. أمتاز في كورسة ثانية.
+
+942
+01:19:14,780 --> 01:19:19,140
+زي ما توحّكتِ، لما نوكيا بدأت تتراجع، طول ما آيفون ظهرت في
+
+943
+01:19:19,140 --> 01:19:23,600
+السوق بأفكار جديدة. مثلاً، هناك هي قاعدة جالسة تفكر،
+
+944
+01:19:23,600 --> 01:19:28,780
+عندها مصنع سيارات، كيف نمشي السيارة على المية؟ لأ،
+
+945
+01:19:28,780 --> 01:19:34,000
+الموضوع، هي فكرة مبتكرة، بس بِتحتاج تفكير شوية، طبعاً.
+
+946
+01:19:34,000 --> 01:19:38,760
+الثالث، عنصر هو رواد الأفكار أو الأبطال، champions.
+
+947
+01:19:38,760 --> 01:19:43,300
+إنّه في حاجة تتبنى الفكرة، وتري الحاجة للتغيير. هي
+
+948
+01:19:43,300 --> 01:19:47,400
+رواد أو أبطال الأفكار، أبطال الأفكار، أه نفس الشيء.
+
+949
+01:19:47,400 --> 01:19:51,880
+أه، هم أشخاص يرون الحاجة للتغيير، المضمنة في المناطق
+
+950
+01:19:51,880 --> 01:19:55,260
+و بتاني، يساعدونا في التحقيق. هو الشخص اللي بيتبنى
+
+951
+01:19:55,260 --> 01:20:00,140
+الفكرة بتاعتك، الشخص اللي بيتبنى الفكرة من الإدارة
+
+952
+01:20:00,140 --> 01:20:03,920
+أو من صناع القرار في المؤسسة، بنسميه راعي التغيير
+
+953
+01:20:03,920 --> 01:20:12,400
+لأنه لو ما تبناهاش مش هتتحقق. بتبنى الفكرة، ويساعدك، كما
+
+954
+01:20:12,400 --> 01:20:16,700
+حكوا: يلا، نخليهم ثلاث كاميرات في الجوال. في ناس وافقت
+
+955
+01:20:16,700 --> 01:20:22,160
+من الإدارة العليا، تبنّوا فكرتهم، فمشيت. طبعاً الـ slide
+
+956
+01:20:22,160 --> 01:20:28,140
+البعدي، راح نتعرف على أنواع الأشخاص
+
+957
+01:20:28,140 --> 01:20:29,800
+اللي مش تاهمين في عملية التغيير.
+
+958
+01:20:32,830 --> 01:20:35,930
+ماشي، قعدت بس ده أحكي example في أنمي تاني يا إخوات.
+
+959
+01:20:35,930 --> 01:20:40,010
+الآن، المصاعد الكهربائية ممكن تعرض حياة الإنسان
+
+960
+01:20:40,010 --> 01:20:43,490
+للخطر، خاصةً لما يتم إغلاق… لما عفواً يتم انقطاع
+
+961
+01:20:43,490 --> 01:20:47,470
+التيار الكهربائي عنها… ماشي، الشركات المتخصصة، بس
+
+962
+01:20:47,470 --> 01:20:51,190
+ما وصلش… المتخصصة في صناعة المصاعد هي اللي لازم
+
+963
+01:20:51,190 --> 01:20:56,210
+تحل المشكلة هذه، فاخترعوا
+
+964
+01:20:56,210 --> 01:21:00,730
+جهاز يركبوه في الأسَنْسَر، في حالة انقطاع الكهرباء،
+
+965
+01:21:00,730 --> 01:21:04,570
+الجهاز، أو الأسانسير، اللي يوقف، ويطلع لغاية أقرب
+
+966
+01:21:04,570 --> 01:21:10,110
+طابق، معه، عنده، ويفتح لإنقاذ الناس خلال سبع ثواني
+
+967
+01:21:10,110 --> 01:21:14,690
+فقط، لأن لو ثمان ثواني، حقك أنتَ، لو انحبست في
+
+968
+01:21:14,690 --> 01:21:18,930
+الأسَنْسَر، ترفع دعوى على المؤسسة. ده هنا بس ما وصلناش
+
+969
+01:21:18,930 --> 01:21:21,690
+ليش؟ هذا دور يوصلنا إحنا، عشان الكابل يقطع باستمرار
+
+970
+01:21:21,690 --> 01:21:27,730
+الآن، هنا عندهم مشكلة، فلازم يغيّروا، وأيه اللي حصل لهم؟
+
+971
+01:21:27,730 --> 01:21:30,690
+بس دفع تعويضات للناس، هذا انحبس، وهذا صار معه ضغط
+
+972
+01:21:30,690 --> 01:21:35,170
+وهذا مات، وهذا صار… ماشي، أو تعود الاختناق.
+
+973
+01:21:35,170 --> 01:21:38,890
+ففكّروا في طريقة إنّ الأسَنْسَر لوحده يطلع، طبعاً بطاقة
+
+974
+01:21:38,890 --> 01:21:43,810
+معينة، يوقف عند أقرب رباط، ويفتح، وينقذ الناس. هذا اسمه
+
+975
+01:21:43,810 --> 01:21:48,010
+تغيير، لكن كان تغيير إجباري. ليش؟ لأنه حل مشكلة، مش
+
+976
+01:21:48,010 --> 01:21:52,190
+هم كانوا يعني… مش رفاهية، لأ، هذا شيء ضروري جداً.
+
+977
+01:21:52,190 --> 01:21:55,550
+واضح؟ ماشي، ناخد break خمس دقايق.
+
+978
+01:22:05,170 --> 01:22:12,050
+طبعاً، راح نكمل. ابعدنا عن التغيير في المنظمات، وحكينا
+
+979
+01:22:12,050 --> 01:22:20,210
+إنّه فيه أربعة أدوار للتغيير المنظمي، منها المخترع،
+
+980
+01:22:20,210 --> 01:22:28,130
+الرائد، الراعي، المختبر، inventor، الرائد pioneer،
+
+981
+01:22:28,130 --> 01:22:33,720
+الراعي sponsor، المختبر inspector. في أربعة أدوار.
+
+982
+01:22:33,720 --> 01:22:38,380
+الصيني بعده، راح يشرح لنا دور كل واحد. ماشي، أربعة
+
+983
+01:22:38,380 --> 01:22:43,780
+أدوار لتبني التغيير، يعني هدول الأدوار، مش أهل، هدول
+
+984
+01:22:43,780 --> 01:22:46,740
+ناس، إما يكون واحد أو اثنين أو ثلاثة أو أربعة. تفضلي.
+
+985
+01:22:46,740 --> 01:22:54,500
+أول
+
+986
+01:22:54,500 --> 01:22:59,800
+دور هو المختبر، هو
+
+987
+01:22:59,800 --> 01:23:05,310
+شخص مطوّر، يعرف الجوانب الفنية للفكرة، وشخص اللي
+
+988
+01:23:05,310 --> 01:23:11,810
+يخترع أو يأتي بفكرة من البداية، لكن ما عنده إمكانية
+
+989
+01:23:11,810 --> 01:23:16,530
+أو دعم لتحويل الفكرة إلى نتيجة. على آخر واحد يأتي
+
+990
+01:23:16,530 --> 01:23:20,190
+بالفكرة، هو ممتاز، جاء بالفكرة، ولكن يحتاج إلى من
+
+991
+01:23:20,190 --> 01:23:24,490
+يساعده لتحقيق العمل ده. ماشي، زي إيش تاني يا إخوات؟
+
+992
+01:23:24,490 --> 01:23:28,750
+زي اللي يجي واحد، يمتلك، يعمل اختراع، الحجر الصديق
+
+993
+01:23:28,750 --> 01:23:36,230
+للبيئة، هالشيء عملوه. هو اخترع الفكرة هذه، لكن مش لاقي
+
+994
+01:23:36,230 --> 01:23:40,150
+حد يعطي الدعم، إنه يبدأ ينشر فكرته، ويسوّق لها، و
+
+995
+01:23:40,150 --> 01:23:43,950
+يُفرجها للناس. لأ، لسه. هذا اسمه إيش؟ اختراع. زي
+
+996
+01:23:43,950 --> 01:23:49,490
+إديسون، لما اخترع الكهرباء. فضلاً، هو برضه عادةً تدوير لبعض
+
+997
+01:23:49,490 --> 01:23:55,950
+المهارات. مثلاً، صحيح، عادة تدوير. الرائد
+
+998
+01:23:58,050 --> 01:24:04,910
+هو شخص يؤمن بالفكرة التي جاء بها المختبر، ودرس
+
+999
+01:24:04,910 --> 01:24:10,190
+جوانبها، تأكد، تحقق من التكلفة، والربح، عمل دراسة
+
+1000
+01:24:10,190 --> 01:24:13,550
+يعني عمل دراسة، لازم يعمل دراسة، أه، وبالتالي، حصل عمل
+
+1001
+01:24:13,550 --> 01:24:19,030
+جهود، وحصل على دعم إداري ومالي لتنفيذ الفكرة. شخص من
+
+1002
+01:24:19,030 --> 01:24:24,610
+داخل المنظمة، تبنى الفكرة، وساعد، وساهم في عمل الدراسات
+
+1003
+01:24:24,610 --> 01:24:29,120
+اللازمة من ناحية التكلفة والربح، وسهّل التواصل مع
+
+1004
+01:24:29,120 --> 01:24:32,860
+الإدارة، والجانب المالي، على أساس أنه يتم تنفيذه.
+
+1005
+01:24:32,860 --> 01:24:38,460
+عندنا الآن، واحد ميكانيكي، زمان، كانت إطارات السيارات
+
+1006
+01:24:38,460 --> 01:24:42,920
+لما تخرب، يرموها، أو يعملوا لها عادة تدوير. هو قال: طب
+
+1007
+01:24:42,920 --> 01:24:46,180
+إحنا ليش ما نصلّحها؟ زمان نصلّح… نصلّح التياب مثلاً،
+
+1008
+01:24:46,180 --> 01:24:50,700
+لو الفستان مُزَرَّع، ممكن نخيطه، سر جديد. أو الشنطة. طب
+
+1009
+01:24:50,700 --> 01:24:54,140
+إحنا ليش ما نفكّر في الفكرة، إنّ إطار السيارة ما يترميش؟
+
+1010
+01:24:54,140 --> 01:24:57,940
+فعلاً، قعد يفكّر، وتوصّل لفكرة. طبعاً في مجال تخصصه، و
+
+1011
+01:24:57,940 --> 01:25:02,620
+هذا اسمه مخترع. لما اتعرف على ناس، ساعدوه، وعملوا معه
+
+1012
+01:25:02,620 --> 01:25:07,220
+الدراسة، وتأكّدوا أنّ إنسلمت الفكرة، صار رائد، الآن
+
+1013
+01:25:07,220 --> 01:25:12,480
+شوف الراعي، رائد، يعني راعي. الراعي، هو مدير في
+
+1014
+01:25:12,480 --> 01:25:18,300
+الإدارة العليا، يزيل العقبات، يعطي الدعم، والموافقة.
+
+1015
+01:25:18,300 --> 01:25:21,320
+ممكن تقوم، حتى يقول لي: ليش لازم أكون مدير في
+
+1016
+01:25:21,320 --> 01:25:22,300
+الإدارة العليا؟
+
+1017
+01:25:28,380 --> 01:25:36,590
+ممتاز. دائماً الأفكار الجديدة بتواجه رفض. ماشي، بدنا
+
+1018
+01:25:36,590 --> 01:25:38,870
+نحط ثلاث كاميرات، هيقول المدير العام: ليش ما هي
+
+1019
+01:25:38,870 --> 01:25:43,230
+اثنتين؟ لازم يكون قدرة عند الرائد، إنه يقنع المدير
+
+1020
+01:25:43,230 --> 01:25:46,930
+العام بأهمية الفكرة الجديدة. لو المدير العام مُقْتَنِع،
+
+1021
+01:25:46,930 --> 01:25:49,870
+هيعطي فلوس، هيعطي قرار بالتنفيذ، هيقدم الدعم الـ
+
+1022
+01:25:49,870 --> 01:25:53,570
+logistic، هيقدم الدعم المادي. فهيك، بنتقل من الفكرة
+
+1023
+01:25:53,570 --> 01:25:58,150
+من مجرد فكرة في الدماغ، وفكرة في الأوراق، إلى أرض
+
+1024
+01:25:58,150 --> 01:26:00,690
+الواقع. هل تقول لك نفسك إنّ دراسة عامة درستها دراسة
+
+1025
+01:26:00,690 --> 01:26:07,520
+مدرسة، دراسة الشيطان؟ أه، لازم يوافق… أه، فأنا لازم
+
+1026
+01:26:07,520 --> 01:26:12,040
+أرجع للمساعدة الإدارة، هو عشان… المساعدة الإدارة تحت
+
+1027
+01:26:12,040 --> 01:26:14,700
+إيده، ولا علاقة منه… تحكي… أه… اللي لازم تأخذ
+
+1028
+01:26:14,700 --> 01:26:17,820
+موافقته، لإن هو بناخد مركبات حسب دول… بتحسب
+
+1029
+01:26:17,820 --> 01:26:21,340
+المدرسة… أه… وفلوس ال… ال… الموازنة…
+
+1030
+01:26:21,340 --> 01:26:24,480
+أه، الموازنة، أو تصدرها في مجلد البنك، حسب المدرسة…
+
+1031
+01:26:24,480 --> 01:26:27,020
+أه… فأنا نقسموها… أه… يعني كانت فكرة
+
+1032
+01:26:27,020 --> 01:26:30,140
+مدرستنا ف… فطلّعت لنا موديل المنطقة… لازم…
+
+1033
+01:26:30,140 --> 01:26:32,840
+ممتاز… لازم الإدارة اللي عليها تتبناها، وإلا ما ينفع.
+
+1034
+01:26:34,880 --> 01:26:39,440
+الدور الرابع، المحلّل، أو الناقد، هو شخص يطلب البرهان
+
+1035
+01:26:39,440 --> 01:26:44,100
+والاختبارات، لينتقد الفكرة، لينتقد جوانب، الجوانب
+
+1036
+01:26:44,100 --> 01:26:49,420
+القصور، ويؤكد على صلاحياتها. بالتالي، بيحكي، بيعتمد أن
+
+1037
+01:26:49,420 --> 01:26:53,940
+الفكرة، ده، قرّر التنفيذ، وإنه فيه… الآن، الميكانيكي
+
+1038
+01:26:53,940 --> 01:26:58,340
+العامل هو اللي جاب عن فكرة إنّ الكاوتشوك أو الإطار
+
+1039
+01:26:58,340 --> 01:27:04,280
+السيارة، لما يخرب، ممكن نصلّحه. عشان ناخد الـ okay، لازم
+
+1040
+01:27:04,280 --> 01:27:09,980
+يجي مهندس ميكانيكي، يجرب بنفسه، ويشوف، إذا أه، صح
+
+1041
+01:27:09,980 --> 01:27:14,280
+كلامكوا صحيح ولا لأ، فيه مبالغة. واضح؟ إذاً، المحلّل ده،
+
+1042
+01:27:14,280 --> 01:27:19,160
+كلمة مراقب. نعمل اختيار للعينة، نشوف اختراعك، هذا، أو
+
+1043
+01:27:19,160 --> 01:27:25,460
+فكرتك، هذه، هل فيها سلبيات؟ إيش إيجابياتها؟ هل بتقدم
+
+1044
+01:27:25,460 --> 01:27:30,300
+حلول جوهرية، ولا بس مجرد حاجة هيك، رفاهية وخلاص؟
+
+1045
+01:27:30,300 --> 01:27:33,460
+هو يعطي طبعاً رأيه، على مدى قابليتها، أو مدى جَرَبَة
+
+1046
+01:27:33,460 --> 01:27:36,840
+تنفيذ ال… هو هيقول okay، هيقول المدير العام
+
+1047
+01:27:36,840 --> 01:27:47,920
+okay، هيقول no، خلاص no، سؤال.
+
+1048
+01:27:47,920 --> 01:27:52,880
+حنتي شيله، جوابه. الشخص الذي يطور فكرة جديدة، يعرف
+
+1049
+01:27:52,880 --> 01:27:55,800
+أنها ذات قيمة فنية، ولكن ليس لديه القدرة على
+
+1050
+01:27:55,800 --> 01:28:0
+
+1111
+01:32:30,600 --> 01:32:34,380
+نغير احنا، ولا كل شهر؟ لأ، بدنا فترة زمنية طويلة لما
+
+1112
+01:32:34,380 --> 01:32:38,160
+نتخذ قرار بالتغيير، عشان ما يصيرش ربكة في
+
+1113
+01:32:38,160 --> 01:32:43,200
+الشغل. كل شهر هيغير، تغيير ما ينفعش، طبعاً في أنواع
+
+1114
+01:32:43,200 --> 01:32:46,980
+من التغيير. تغيير
+
+1115
+01:32:46,980 --> 01:32:50,000
+الهيكل أو التصميم، الـ organization الـ design نفسه.
+
+1116
+01:32:50,000 --> 01:32:53,100
+تغيير التكنولوجيا والعمليات، technological
+
+1117
+01:32:53,100 --> 01:32:55,460
+processes، وتغيير في الأفراد.
+
+1118
+01:33:02,230 --> 01:33:06,830
+تغيير الهيكل والتصميم عشان تمسح الأسود اللي على
+
+1119
+01:33:06,830 --> 01:33:10,910
+التغيير، عشان مش واضحة.
+
+1120
+01:33:10,910 --> 01:33:16,130
+Islam.
+
+1121
+01:33:16,980 --> 01:33:21,080
+أولاً، تغيير الهيكل والتصميم. التغييرات الهيكلية هي أي
+
+1122
+01:33:21,080 --> 01:33:25,100
+تغيير في الطرق التي تُصمم وتُدار بها المنظمة، مثل
+
+1123
+01:33:25,100 --> 01:33:29,600
+تسليم الوظائف، التفاصيل الأساسية بالمنظمة، علاقة
+
+1124
+01:33:29,600 --> 01:33:34,320
+الرؤساء بالمرؤوسين، وتوزيع السلطات. هذه كلها شرحناها
+
+1125
+01:33:34,320 --> 01:33:38,740
+يا أخوات في موضوع التنظيم. فهي كلمة، عشان الوقت، لأ،
+
+1126
+01:33:38,740 --> 01:33:42,360
+ولا لازم أشرح الموضوع، أعطي أمثلة؟ لأ، هي الأمثلة هي
+
+1127
+01:33:42,360 --> 01:33:51,510
+بتبسط، يعني، طبعاً إذا صار تطور في أداء المنظمات
+
+1128
+01:33:51,510 --> 01:33:57,630
+وصارت بتحتاج وظائف جديدة، مثلًا توظيف تكنولوجيا
+
+1129
+01:33:57,630 --> 01:34:03,050
+ومعلومات، ودلتالي في وظائف ممكن تندثر أو تتبطل
+
+1130
+01:34:03,050 --> 01:34:08,110
+أناهبة، أو يحصل فيه احتياجات أخرى لوظائف مُستحدثة.
+
+1131
+01:34:08,110 --> 01:34:12,570
+ودلتالي طلب تصميم وظائف جديدة، أو استحداث وظائف
+
+1132
+01:34:12,570 --> 01:34:17,000
+جديدة. ممكن تقسيمات. لحظه يا عزيزي، كان زمان في
+
+1133
+01:34:17,000 --> 01:34:22,080
+التسويق في أي شركة كان تسويق بشكل تقليدي، بوسترات
+
+1134
+01:34:22,080 --> 01:34:25,560
+وإعلانات في التلفاز وفي الراديو. الآن لأ، اللي ينساها
+
+1135
+01:34:25,560 --> 01:34:29,120
+عنّا التسويق الرقمي، والتسويق الإلكتروني، والتسويق
+
+1136
+01:34:29,120 --> 01:34:32,440
+الفيروسي. خلاص، لنبدأ نصمم الوظيفة اللي تكون عندي في
+
+1137
+01:34:32,440 --> 01:34:38,420
+المؤسسة. ماشي؟ تفضل. اتنين، اتنين، تقسيمات أساسية
+
+1138
+01:34:38,420 --> 01:34:45,070
+المنظمة. لو المنظمة هل الشرط تستحدث، ولا ممكن تعمل
+
+1139
+01:34:45,070 --> 01:34:51,390
+دمج؟ ممكن تتوسع، وممكن تضيق. الإثنين تغيير ممتاز، طبعاً.
+
+1140
+01:34:51,390 --> 01:34:56,250
+يجب أن يجعل هذا التغيير علاقة الرؤساء بالمرؤوسين، ممكن
+
+1141
+01:34:56,250 --> 01:34:59,370
+كمان من مبنى الشغلات، إذا كان في decentralization
+
+1142
+01:34:59,370 --> 01:35:04,170
+أو  شركة كبيرة، أو تقوية المهام، رح يضطر المُدير إلى
+
+1143
+01:35:04,170 --> 01:35:08,890
+تغيير عام: زودت منطقة الإشراف، ضيّقتها، غيرت الإدارة. هذا
+
+1144
+01:35:08,890 --> 01:35:10,130
+كله تغيير ممتاز.
+
+1145
+01:35:13,540 --> 01:35:17,120
+هذا التغيير زي ما أنت شايفه في صميم العمل الإداري،
+
+1146
+01:35:17,120 --> 01:35:26,640
+هذا التغيير في الإدارة، تغيير
+
+1147
+01:35:26,640 --> 01:35:31,960
+تكنولوجي والعمليات، من… بتحب تقرأ؟ هي تقرأ ولا
+
+1148
+01:35:31,960 --> 01:35:36,420
+تشرح؟ تشرح، كذا، لأن مش تقريباً، يعني التكنولوجي
+
+1149
+01:35:36,420 --> 01:35:40,520
+مرحلة علينا من كل كلمة. تشرح. هذا مأذوق يا أُنْتِ، أنا
+
+1150
+01:35:40,520 --> 01:35:47,160
+بتشرحيها، بس إذا كان حد بيساعدنا، بتعطينا أمثلة، بس
+
+1151
+01:35:47,160 --> 01:35:50,680
+إذا كان حد بيحب يخرج أول، ولا يخرج. بطل التبنيّات
+
+1152
+01:35:50,680 --> 01:35:53,800
+والتكنولوجيا والعمليات، فيها تبنيات مُشتركة
+
+1153
+01:35:53,800 --> 01:35:56,440
+بالعمليات الإنتاجية المؤدية إلى إنتاج السلع
+
+1154
+01:35:56,440 --> 01:35:59,920
+والخدمات، وتحسين هذه الإنتاجية. وقدرات كثيرة جداً.
+
+1155
+01:35:59,920 --> 01:36:04,420
+المنظمة. الخبرة التكنولوجية لها دور مهم في مجال عمل
+
+1156
+01:36:04,420 --> 01:36:08,260
+في المنظمات التي تعتمد لامركزية، بحيث أنَّها منظمات
+
+1157
+01:36:08,260 --> 01:36:11,840
+أكثر مرونة، فالعاملين فيها لهم حرية أكبر لمتابعة
+
+1158
+01:36:11,840 --> 01:36:14,900
+الفرص والاهتمامات اللي بيجيب عليها. أفكار تغيير
+
+1159
+01:36:14,900 --> 01:36:19,400
+التكنولوجيا غالباً تأتي من المستويات الإدارية الدنيا،
+
+1160
+01:36:19,400 --> 01:36:23,280
+نادراً ما تأتي من الإدارة العليا، كونها لاتأتي من خلال
+
+1161
+01:36:23,280 --> 01:36:25,900
+المهارات والشعبات الدنيا اللي عملوا الإنسان في
+
+1162
+01:36:25,900 --> 01:36:28,300
+مستوى الإدارة الدنيا. خذي بأيك، آخر فقرة مش مُسلم
+
+1163
+01:36:28,300 --> 01:36:30,280
+فيها 100%. تفضلي.
+
+1164
+01:36:32,380 --> 01:36:36,720
+الـ technology هي أداة أو وسيلة تساعدنا في تنظيم
+
+1165
+01:36:36,720 --> 01:36:41,460
+الـ الـ IT، وبالتالي هي مرتبطة بالعملية الإنتاجية
+
+1166
+01:36:41,460 --> 01:36:49,140
+بتؤدي إلى إنتاج سريع للخدمات. طبعاً الهدف كان البيئة
+
+1167
+01:36:49,140 --> 01:36:53,600
+الخارجية تتحكم في تحسين الخدمة، نوعية الخدمة أو
+
+1168
+01:36:53,600 --> 01:36:58,200
+جودة الخدمات أو الإنتاجية، بالتالي الـ technology
+
+1169
+01:36:58,200 --> 01:37:02,670
+راح تساعدنا أنه نحقق خدمة. إذا تغيير التكنولوجيا، على
+
+1170
+01:37:02,670 --> 01:37:06,470
+ سبيل المثال، أن أنا مثلاً كان عندي مصنع، والعمال
+
+1171
+01:37:06,470 --> 01:37:11,290
+بيشتغلوا فيه يدوياً، غيرنا، صار آلياً، غيرنا، دخلنا
+
+1172
+01:37:11,290 --> 01:37:13,650
+الإنسان الآلي، اللي هو الـ robot، يعني عندنا في عالم
+
+1173
+01:37:13,650 --> 01:37:17,470
+مصانع السيارات، اللي بيصنع السيارة من الآلة فيه، قليلة
+
+1174
+01:37:17,470 --> 01:37:20,090
+والإنسان الآلي الـ robot. إذا أنتَ تغيير تكنولوجيا،
+
+1175
+01:37:20,090 --> 01:37:24,370
+لا غيرنا في الوظائف، ولا في الدول العليا، غير في نفس
+
+1176
+01:37:24,370 --> 01:37:29,150
+العملية. ماشي؟ أنتَ مثلاً كنت تسوي الكيك بنفسك بيدك،
+
+1177
+01:37:29,150 --> 01:37:32,910
+الآن راحت، بتخلطه اللي بيعملها، بس تحطيها في
+
+1178
+01:37:32,910 --> 01:37:36,010
+الفرن، إذا هنا التغيير صار في نفس الآلة أو نفس
+
+1179
+01:37:36,010 --> 01:37:39,110
+الجهاز، فبنسميه تغيير ضمن التكنولوجيا. كان زمان
+
+1180
+01:37:39,110 --> 01:37:44,790
+الحاسوب كيف شكله؟ شاشة، box، keyboard، و mouse.  الآن
+
+1181
+01:37:44,790 --> 01:37:48,450
+الـ laptop، حطينا هذا، جمعناهم و وزعنا على كل الشركة
+
+1182
+01:37:48,450 --> 01:37:52,690
+أجهزة laptop، هيك بيصير التغيير التكنولوجي، واضح؟
+
+1183
+01:37:52,690 --> 01:37:57,120
+وهكذا. فضلي. طبعاً الخبرة التكنولوجية أو التغيير
+
+1184
+01:37:57,120 --> 01:38:02,140
+التكنولوجي بيساعدنا إذا كانت المنظمة لامركزية أو
+
+1185
+01:38:02,140 --> 01:38:07,320
+الـ asynchronous. عندها تفاوض مُرَنّ وعمل ممتاز.
+
+1186
+01:38:07,320 --> 01:38:12,630
+المنظمة اللي لها فروع، كيف بتتابع العمل عن طريق
+
+1187
+01:38:12,630 --> 01:38:17,510
+اللي هي ربط كل أجهزة المؤسسة، زي ما شرحنا قبل هيك
+
+1188
+01:38:17,510 --> 01:38:21,310
+في العالم وفي المؤسسات، المنظمات المُتعددة
+
+1189
+01:38:21,310 --> 01:38:26,230
+للدراسات. قلنا في وحدة مركزية، وأين ما يكون الشغل
+
+1190
+01:38:26,230 --> 01:38:30,110
+كله بتخزن فيه، واضح؟ فإذا في اللي مركزية، الشغل زي
+
+1191
+01:38:30,110 --> 01:38:32,710
+ما أنتَ عايزه، بس كل شغلك هيجي على الجهاز هذا. درجة
+
+1192
+01:38:32,710 --> 01:38:36,520
+تفضلي. طبعاً، زي ما حكينا، لأن اللي مركزية فيه هموم
+
+1193
+01:38:36,520 --> 01:38:40,420
+أكبر، وبالتالي، محتاجة لتكنولوجيا تساعد في تنفيذ
+
+1194
+01:38:40,420 --> 01:38:42,520
+العمل اللي مركزي.
+
+1195
+01:38:44,620 --> 01:38:47,980
+طبعاً، التغيير… خذي بالك… أيوة، هو مش كاتبة
+
+1196
+01:38:47,980 --> 01:38:51,620
+دائماً، هو كاتبة غالباً، عشانك. أنا قلت الفقرة هذه
+
+1197
+01:38:51,620 --> 01:38:57,380
+مش مُسلمة فيها. إن كان القصد فيها إنه الـ… زي ما
+
+1198
+01:38:57,380 --> 01:39:02,520
+فهمنا، إنه الإدارة فيها… مستويات الإدارة العليا
+
+1199
+01:39:02,520 --> 01:39:09,340
+ووسطها، الدنيا. العليا بتتعلق بالاستراتيجية و
+
+1200
+01:39:09,340 --> 01:39:14,700
+بالقرارات. صحيح، لكن الدنيا اللي هي الأعمال الفنية
+
+1201
+01:39:14,700 --> 01:39:19,900
+أو التقنية، لكن خذي بالك، الدنيا ما بتقدر
+
+1202
+01:39:19,900 --> 01:39:23,480
+تغير ولا حاجة غير بموافقة العليا، لأنه بده دعم
+
+1203
+01:39:23,480 --> 01:39:28,440
+مالي، ماشي؟ يعني إن أنتِ الآن محاسبة، بتشتغلي على برنامج
+
+1204
+01:39:28,440 --> 01:39:32,940
+معين، شفتي؟ بحسب شغلك، و تخصّصك. إمتّى بتتبع تطورات؟ شفتي؟
+
+1205
+01:39:32,940 --> 01:39:37,060
+برنامج أفضل وأقوى، ما بتقدريش لوحدك تسحبي
+
+1206
+01:39:37,060 --> 01:39:40,040
+البرنامج من المؤسسة وتجيبي برنامج، لأ، لازم تاخدي
+
+1207
+01:39:40,040 --> 01:39:44,000
+الإدارة موافقة. الإدارة عشان تقتنع، وتشوف إن هو ده
+
+1208
+01:39:44,000 --> 01:39:47,560
+مزايا كتير، ويستحق المصاري، وهيكون عنده عوائد أعلى.
+
+1209
+01:39:47,560 --> 01:39:52,680
+بتوافق، مقتنعتش، خلاص، ماشي. تفضلي.
+
+1210
+01:39:54,440 --> 01:39:59,480
+احنا كنا في مكتب فني، مهندس كهرباء ومدني ومعماري، كنا
+
+1211
+01:39:59,480 --> 01:40:02,800
+بنشتغل… في ثلاثة مهندسين، مدني ومعماري وكهرباء. طب
+
+1212
+01:40:02,800 --> 01:40:05,940
+بنشتغل على مشروع واحد، إن هو مبنى، يعني عنواره… آه
+
+1213
+01:40:05,940 --> 01:40:09,060
+بنصمم في برنامج… بدهم يبنوا بناية، قاعدين بتصمموا
+
+1214
+01:40:09,060 --> 01:40:11,840
+لسه على خرائط، ولا… لأ طبعاً، أنا أعتقد كيف برنامج
+
+1215
+01:40:11,840 --> 01:40:14,580
+جديد؟ آه، بتصمموا؟ آه، يعني، لسه في البداية؟ آه، في
+
+1216
+01:40:14,580 --> 01:40:17,460
+البداية، بتصمموا على برنامج. احنا نبدأ من البداية
+
+1217
+01:40:17,460 --> 01:40:20,720
+لحد ما المبنى ينتهي تماماً، ويتشطب، ويتسلم، يصير عرض.
+
+1218
+01:40:25,690 --> 01:40:29,750
+آه، معروف برنامج AutoCAD، هو غالباً 2D، يعني نشتغل
+
+1219
+01:40:29,750 --> 01:40:33,350
+عليه، وكان تظهر عندنا مشكلة. احنا اللحظة، يعني مثلاً
+
+1220
+01:40:33,350 --> 01:40:36,070
+ممكن المهندس المعماري يغير، ما يوصلنيش التغيير، و
+
+1221
+01:40:36,070 --> 01:40:39,690
+أكون بشتغل على التصميم القديم. آه، هذه كانت مشكلة بتحصل
+
+1222
+01:40:39,690 --> 01:40:44,050
+بين احنا كـ 3 مهندسين، بنلاقي نفسنا، تغيير المهندس ما
+
+1223
+01:40:44,050 --> 01:40:47,070
+يتخزنش، يظهر عندك في الـ design. أيوة، لأن كل واحد
+
+1224
+01:40:47,070 --> 01:40:50,610
+بيشتغل لحاله، آه، كل واحد له جهاز، ففيش حاجة مُشَاركة، آه.
+
+1225
+01:40:50,610 --> 01:40:55,090
+ففيش، واحدة، احنا كمهندسين يعني، تابعنا إيش فيه
+
+1226
+01:40:55,090 --> 01:40:58,110
+برامج جديدة، وعرفنا إن في برنامج جديد اسمه Revit.
+
+1227
+01:40:58,110 --> 01:41:01,030
+ممتاز، ممكن تابع لنفس الشركة. فاقترحنا على المدير
+
+1228
+01:41:01,030 --> 01:41:04,540
+نتابعه، إنه ممكن البرنامج هذا نجيبه. أقنعته؟ طبعاً
+
+1229
+01:41:04,540 --> 01:41:07,440
+أقنعنا، والمدير اتكلم مع إدارة العملاء. ممتاز.
+
+1230
+01:41:07,440 --> 01:41:10,760
+مقتنعين برضه، وأقنعناهم إن هم يعطونا الدورة.
+
+1231
+01:41:10,760 --> 01:41:13,180
+يجيبوا لنا مركز يقنع الدورة. صحيح، لازم التدريب، و
+
+1232
+01:41:13,180 --> 01:41:17,120
+التدريب. تمام. هلأ، من ثلاثة، البرنامج هذا صار فيه رابط
+
+1233
+01:41:17,120 --> 01:41:24,040
+بيعمل التلاتة computers مع بعض. صحيح، ممتاز. هي فيه برنامج
+
+1234
+01:41:24,040 --> 01:41:26,600
+يعني، في أي لمسة أو أي حاجة بيعملها الموظف على
+
+1235
+01:41:26,600 --> 01:41:30,160
+جهازه، بتتخزن، تمام، وتظهر عند زملائه بالضبط، وفيه
+
+1236
+01:41:30,160 --> 01:41:35,540
+central computer. صحيح، ممتاز. طب هل هذا البرنامج اللي
+
+1237
+01:41:35,540 --> 01:41:38,960
+أنتِ اقترحته كان نسخة مُطوّرة عن القديم، ولا جديد؟
+
+1238
+01:41:38,960 --> 01:41:44,140
+مستقل، لكن حلّ المشاكل… ممتاز… ممتاز… فإذا
+
+1239
+01:41:44,140 --> 01:41:47,980
+هنا احنا ما غيرنا المهندسين، لأ، غيرنا برنامج، أو
+
+1240
+01:41:47,980 --> 01:41:52,460
+غيرنا جهاز الكمبيوتر. شكراً لكِ على المثال… فضلي.
+
+1241
+01:41:52,460 --> 01:41:55,140
+… أفكار جاءت من… أفكار جاءت من… أفكار جاءت من…
+
+1242
+01:41:55,140 --> 01:41:56,120
+أفكار جاءت من… أفكار جاءت من… أفكار جاءت من…
+
+1243
+01:41:56,120 --> 01:41:59,740
+أفكار جاءت من… أفكار جاءت من… أفكار جاءت من…
+
+1244
+01:41:59,740 --> 01:42:03,790
+أفكار الإدارة العليا رفضت، اللي بيضل قاعد، إدارة
+
+1245
+01:42:03,790 --> 01:42:09,790
+الدنيا. حزين حسّابه، آه. تفضلي، وممكن
+
+1246
+01:42:09,790 --> 01:42:12,250
+العكس، ممكن يجي تغيير من الإدارة العليا، لجميعنا. من
+
+1247
+01:42:12,250 --> 01:42:14,150
+غير البرامج. الإثنين صح.
+
+1248
+01:42:32,830 --> 01:42:38,450
+في خصائص للمنظمة الناجحة في تطوير منتجات جديدة.
+
+1249
+01:42:38,450 --> 01:42:44,410
+لديها، أول واحدة اللي هي الزبائن، حاجات الزبائن.
+
+1250
+01:42:44,410 --> 01:42:48,850
+يكونوا طالعين على حاجات الزبائن، وعلى وضع السوق
+
+1251
+01:42:48,850 --> 01:42:54,730
+وعلى احتياجات وضع المنافسين، اللي مُهِمّة للسوق.
+
+1252
+01:42:54,730 --> 01:43:00,110
+وبالتالي، تنبع فكرة التغيير من خلال الإدارة الدنيا،
+
+1253
+01:43:00,110 --> 01:43:04,710
+و يعملوا recommendation، أو اقتراح، في أن هم يُنمّوا
+
+1254
+01:43:04,710 --> 01:43:08,850
+الطلب. إذا لازم نعمل دراسات للمستهلكين، نشوف هم إيش
+
+1255
+01:43:08,850 --> 01:43:14,130
+حابين، أو إيش محتاجين، واحنا إيش نعمل خطة ونبدأ في
+
+1256
+01:43:14,130 --> 01:43:19,990
+تلبية طلباتهم. طبعاً دا يجب أن يكون في حدّين، و
+
+1257
+01:43:19,990 --> 01:43:23,330
+متحسسين. إذا خذي بالك، التسارع الأول حاجة المستهلك
+
+1258
+01:43:23,330 --> 01:43:25,130
+لأن هو اللي أنا مستهدفه بالسلع.
+
+1259
+01:43:39,610 --> 01:43:44,110
+ممتاز. ثانياً، الفنيين المختصين في المصنع، اللي بتطلعوا
+
+1260
+01:43:44,110 --> 01:43:47,690
+على آخر أخبار الآلات المُستخدَمة، تطوراتها، النسخ
+
+1261
+01:43:47,690 --> 01:43:54,290
+الجديدة منها. هذا كمان لازم يكون موجود، الإدارة
+
+1262
+01:43:54,290 --> 01:43:55,010
+بتمشارك.
+
+1263
+01:43:58,400 --> 01:44:03,600
+ممتاز. التغيير بيمس كل أعضاء المؤسسة وكل موظفيها،
+
+1264
+01:44:03,600 --> 01:44:12,660
+فلازم يشاركوا، مش يتفاجئوا. صحيح، علاقة تكامل، ممتاز.
+
+1265
+01:44:12,660 --> 01:44:21,400
+ثالثاً،
+
+1266
+01:44:21,400 --> 01:44:28,490
+تغيير الأفراد. إذا قلنا أول حاجة التغيير الهيكلي في
+
+1267
+01:44:28,490 --> 01:44:32,510
+الإدارة نفسها، ثانياً تغيير التكنولوجيا، الآن آخر نوع
+
+1268
+01:44:32,510 --> 01:44:40,670
+هو الـ human change، يعني، آه، مش مشكلة، مين بيحب يقرأ
+
+1269
+01:44:40,670 --> 01:44:47,470
+وما يقرأ، أو ما قرأت، أُتَمَنَّى، تغيير الأفراد دي، والـ
+
+1270
+01:44:47,470 --> 01:44:52,530
+human change. لأ، هي الترجمة بتطلع تغيير
+
+1271
+01:44:52,530 --> 01:44:56,670
+الناس. احنا بنقول عن الموظفين، إما staff أو employee
+
+1272
+01:44:56,670 --> 01:45:02,830
+أو human resources، مش مشكلة. مش
+
+1273
+01:45:02,830 --> 01:45
+
+1333
+01:49:32,010 --> 01:49:35,910
+تمنعهم يجوا عندهم وهم بيحاولوا يمنعوها يعني في
+
+1334
+01:49:35,910 --> 01:49:36,470
+طرفين
+
+1335
+01:49:39,440 --> 01:49:44,400
+لأ مش صراع، الصراع حاجة تانية، يعني مقاومة للتغيير
+
+1336
+01:49:44,400 --> 01:49:48,700
+رفض.. رفض، المقاومة اللي هي الرفض هنا، مش عايزين
+
+1337
+01:49:48,700 --> 01:49:54,360
+نتدرب عليها جديدة، ويمكن بشكل أساسي أن معظم ال..
+
+1338
+01:49:54,360 --> 01:49:57,380
+أو مش مقتنعش العامل بكثير، بس غالبية المعظم من الناس
+
+1339
+01:49:57,380 --> 01:50:00,160
+بتفضل أنها تستمر على النمط اللي تستمر فيه، لأ هو
+
+1340
+01:50:00,160 --> 01:50:04,140
+أكثر ناس بيقاوموا التغيير اللي هم كبار السن طبعًا، الآن
+
+1341
+01:50:04,140 --> 01:50:08,370
+مثلاً، إسلام صالح عشرين سنة ماشي على نمط معين، مش
+
+1342
+01:50:08,370 --> 01:50:11,950
+البساطة هي نفسياً،  يتقبل، سيبي يا إسلام اللي وراك
+
+1343
+01:50:11,950 --> 01:50:14,810
+بقعدين على جهاز computer، طبعًا هذه وجهتها المؤسسات
+
+1344
+01:50:14,810 --> 01:50:18,270
+عندنا في البلد لما بدأوا يستبدلوا، بدأوا دخلوا الـ
+
+1345
+01:50:18,270 --> 01:50:21,310
+computer في التسعينات على الشغل الإداري اللي هو الـ
+
+1346
+01:50:21,310 --> 01:50:25,170
+books والـ mouse، فبدهميش خلاص، أنا متعودة وريقة و
+
+1347
+01:50:25,170 --> 01:50:28,740
+قلم وأشتغل وأكتب تقرير وأجهز وأعمل حساباتي، إيش
+
+1348
+01:50:28,740 --> 01:50:32,360
+الكمبيوتر هذا مش عايزاه؟ بعض الناس بتحس جواها
+
+1349
+01:50:32,360 --> 01:50:36,560
+الموظفين إنه لو غيرنا، يمكن خلاص يستغنوا عني، نمشي
+
+1350
+01:50:36,560 --> 01:50:42,420
+يعني عشان هيك بيصير رفض للتغيير، تفضلي، طبعًا أنا
+
+1351
+01:50:42,420 --> 01:50:45,520
+معلش، ما عنديش قول كبير السن، لإنه عادة سن الشباب
+
+1352
+01:50:45,520 --> 01:50:48,940
+الإنسان بيحب، عنده روح المغامرة والتجريب، بيحب
+
+1353
+01:50:48,940 --> 01:50:52,740
+يكتشف، الكبير في السن شوية بيكون نمطي، خلاص يعني
+
+1354
+01:50:52,740 --> 01:50:56,360
+تفضلي، وبعدين ما..ما.. ما عرفنا تطور التكنولوجيا
+
+1355
+01:50:56,360 --> 01:50:59,980
+هذه يعني بصراحة بحسّه جولة عاجلة
+
+1356
+01:51:02,890 --> 01:51:06,830
+لكن وإحنا في الشغل مش هنقعد نجادل فيهم، نمعاكضهم، لأ
+
+1357
+01:51:06,830 --> 01:51:09,810
+إحنا في الشغل بندافع عشان مصلحة شغلنا، مش معقول لسه
+
+1358
+01:51:09,810 --> 01:51:13,890
+أجيب لك بعض المؤسسات خارج فلسطين، أنا لسه اتفاجأت إن
+
+1359
+01:51:13,890 --> 01:51:17,870
+إحنا رغم الاحتلال والحصار، متقدمين بسنوات ضوئية عن
+
+1360
+01:51:17,870 --> 01:51:22,470
+دول عربية مستقلة، لسه مسكة قلم وبكتب في الوصل و
+
+1361
+01:51:22,470 --> 01:51:25,430
+أنا ما بعطيها المصاري، ولسه بعيد فيهم، والناس واقفين
+
+1362
+01:51:25,430 --> 01:51:28,750
+طابور وبقول أنا إحنا في أي عصر؟ هدول الناس عايشين
+
+1363
+01:51:28,750 --> 01:51:33,330
+بتوقع يا أخي، طول اطبع وصل، واطويه، ويتخزن لحاله
+
+1364
+01:51:33,330 --> 01:51:37,910
+مش لسه تكتب أوصال، والوصل تحته كربونة بتنسخ تحت
+
+1365
+01:51:37,910 --> 01:51:41,410
+..هذا كان في العصر الحجري، زي لما تروح المؤسسة
+
+1366
+01:51:41,410 --> 01:51:43,910
+تلاقيه لسه باستخدام الآلة الكاتبة القديمة اللي
+
+1367
+01:51:43,910 --> 01:51:45,750
+بتعمل الفوضى اللي بتصور في الأفلام الأبيض والأسود، بتقول إيش هذا و دلوقت عايشين؟ لأن هذا كله تم
+
+1368
+01:51:45,750 --> 01:51:49,550
+..أصلاً هذا كله دخل متاحف أصلاً، من الآثار، واضح؟ زي
+
+1369
+01:51:49,550 --> 01:51:53,750
+لما تشوف التلفزيون، لما في الآثار، إيش دخلته بعض
+
+1370
+01:51:53,750 --> 01:51:58,370
+الدول متاحف، عندها الـ box هذا اللي كان موجود
+
+1371
+01:51:58,370 --> 01:52:00,670
+التلفزيون التقليدي، الـ answer شاشة، واضح؟ لكن أنتَ
+
+1372
+01:52:00,670 --> 01:52:06,610
+بتشوفه ببعض المؤسسات في دول مستقلة ولها موازنات
+
+1373
+01:52:06,610 --> 01:52:09,790
+لسه عايشين في العصر الحجري، تفضلي، يعني برضه أنا من
+
+1374
+01:52:09,790 --> 01:52:14,570
+خبرتي، بعملية، أحيانًا تم الموافقة على أي قرار
+
+1375
+01:52:14,570 --> 01:52:19,150
+من ناحية الـ email، مش ضروري نطبع الرسالة أو القرار
+
+1376
+01:52:19,150 --> 01:52:22,810
+المنظر، في ناس تصمم إنه لأ، أنا بدي هذا مشروع تمت،
+
+1377
+01:52:22,810 --> 01:52:26,330
+بدي..يعني بعض الجامعات بتعطيك
+
+1378
+01:52:26,330 --> 01:52:32,330
+القبول على الـ email، بقول لك لأ، بدنا ورق رسمي، ابعثوا لنا
+
+1379
+01:52:32,330 --> 01:52:37,480
+عن طريق البريد السريع، وانتوا..أنا عايشين إن شاء
+
+1380
+01:52:37,480 --> 01:52:39,760
+الله، ما خلاص خلصنا كل الـ electronic، ببعث لك القبول
+
+1381
+01:52:39,760 --> 01:52:42,880
+بتبعت لي..تبعت لي حوالة سواء بالبطاقة أو حوالة
+
+1382
+01:52:42,880 --> 01:52:47,280
+عادية، تبعت لي صورة الوصل، ببعث لك..كل هذا على الـ
+
+1383
+01:52:47,280 --> 01:52:49,880
+email، في عالم ما لهاش الـ email، في ناس بيقول لك لأ، يعني
+
+1384
+01:52:49,880 --> 01:52:53,940
+بعض الناس لما نحكي لهم عن التطور التكنولوجي اللي
+
+1385
+01:52:53,940 --> 01:52:57,240
+إحنا عايشينه، وهذا الوصل اللي إحنا مالقيناهوش أصلاً
+
+1386
+01:52:57,240 --> 01:52:59,680
+اللي في سننا، كان أيام الآباء والأجداد بيحكي لنا
+
+1387
+01:52:59,680 --> 01:53:02,700
+عشان انتم محتلين، مش علاقة الاحتلال في الموضوع، أنا
+
+1388
+01:53:02,700 --> 01:53:05,660
+مش فاهمة، فالتطوير التكنولوجي فارض نفسه علينا، واضح؟
+
+1389
+01:53:05,660 --> 01:53:10,740
+تفضلي.. تفضلي، إحنا طالبات بتدرس اللي موجودة على
+
+1390
+01:53:10,740 --> 01:53:15,180
+الشبكة الأساسية، اللي بيديها الالكتروني، يعني مثلاً أنتِ
+
+1391
+01:53:15,180 --> 01:53:18,560
+الحكومة بتبعت  العلامات، بدنا نسيطر، طالبات اللي موجودة
+
+1392
+01:53:18,560 --> 01:53:22,220
+على المدارس، اللي يوم هيبعتوا لنا إياها، فلاحظت أنه لو
+
+1393
+01:53:22,220 --> 01:53:25,160
+ما جات الطالبة تسلم أساسياتها، اللي ما بتجيش ترجعه، مش
+
+1394
+01:53:25,160 --> 01:53:27,480
+فاهمة، خلاص أنا أعمل الكتروني مع الحكومة
+
+1395
+01:53:27,480 --> 01:53:29,660
+فاهمة، خلاص أنا أعمل الإلكتروني مع الحكومة
+
+1396
+01:53:32,800 --> 01:53:46,180
+أعطيني الملف، ويلا أذهب، في عندك قاعة بيانات، زي
+
+1397
+01:53:46,180 --> 01:53:48,880
+أيامها، ما كان في التنويه، راح أخد ملف وده بده ياخد
+
+1398
+01:53:48,880 --> 01:53:53,800
+ملف بنته أو ابنه، وده كله على الـ Excel أو أي أو
+
+1399
+01:53:53,800 --> 01:53:57,800
+اكسس، أي كله اللي كنت تظن ما فيش حاجة اسمها، زي الآن
+
+1400
+01:53:59,870 --> 01:54:05,410
+لما تحلّي وتبعتي على الموقع خلاص، ما بدناش ورق، طبعاً
+
+1401
+01:54:05,410 --> 01:54:09,450
+هذه إحنا بنواجهها من الطلاب، بيرفضوا تسليم الموقع، لما
+
+1402
+01:54:09,450 --> 01:54:13,610
+يروحوا لدكتور، مصمم، بيصيروا هم بدهم موقع، بيحسوا
+
+1403
+01:54:13,610 --> 01:54:21,130
+بالفرق، واضح؟ تفضلي، هو في فيديو بيشرح أسباب مقاومة
+
+1404
+01:54:21,130 --> 01:54:24,350
+التغيير، بس الـ slides تلاتة أو أربعة،
+
+1405
+01:54:24,350 --> 01:54:26,870
+وبعدين بناخد الفيديو، أقول، إذا رأيتم أنه تشوفوا
+
+1406
+01:54:26,870 --> 01:54:30,610
+الفيديو أول، بحب أشارك، آخد قرار بنية العمل، إذا
+
+1407
+01:54:30,610 --> 01:54:34,110
+تعبتم تشوفوا الفيديو، كم من؟ أما تلاتة عامة على
+
+1408
+01:54:34,110 --> 01:54:39,830
+الـ slides؟ خمسة أو ستة، طبعًا causes of
+
+1409
+01:54:39,830 --> 01:54:43,690
+resistance to change، يعني دائمًا في ناس ترفض
+
+1410
+01:54:43,690 --> 01:54:49,270
+المقاومة للتغيير لعدد أسباب، أول سبب، المصالح
+
+1411
+01:54:49,270 --> 01:54:53,950
+الذاتية الشخصية، يعني مثلاً لو القرار اللي أنا
+
+1412
+01:54:53,950 --> 01:54:56,570
+شايفه صورة التغيير، مش راح يكون في مصلحتي، فبالتالي
+
+1413
+01:54:56,570 --> 01:55:01,590
+أنا بكون سلبية جدًا، وباغطيها، أو بعض الأفراد في
+
+1414
+01:55:01,590 --> 01:55:05,790
+المؤسسة، إذا لأ، والقرار مش راح يكون يُقَدّم منفع
+
+1415
+01:55:05,790 --> 01:55:10,070
+عليهم، أو يخصّص أو يخفض من صلاحياتهم، فبالتالي راح
+
+1416
+01:55:10,070 --> 01:55:15,950
+يكونوا معارضين، لنقطة تانية، نقطة فهم أو ثقة، يعني
+
+1417
+01:55:15,950 --> 01:55:19,590
+أنا أقول بعض الموظفين مش فاهمين ليش التغيير ده راح
+
+1418
+01:55:19,590 --> 01:55:23,530
+راح يزيد، مقول لك الجهاز أفضل، جودة أعلى، أنت مش فاهمة
+
+1419
+01:55:23,530 --> 01:55:28,210
+لأ، شغلي أنا أحسن، شغلي اليدوي، طبعًا، تفضلي، وكمان عدم
+
+1420
+01:55:28,210 --> 01:55:31,450
+الثقة، يعني أنا مش متأكدة إن هذا التغيير اللي ممكن
+
+1421
+01:55:31,450 --> 01:55:35,030
+يكون تغيير كبير في كل عمليات المؤسسة، مثلاً وإحنا مش
+
+1422
+01:55:35,030 --> 01:55:38,110
+واثقين إنه..حطينا uniform معين للمؤسسة بعد ما
+
+1423
+01:55:38,110 --> 01:55:41,630
+كانوا يلبسوا اللي هم عايزينه، في البداية، إتبرطعت بس
+
+1424
+01:55:41,630 --> 01:55:45,170
+لما جابه ل.. لبسه لجه نفسه، شكله على الآخر، بس هو من
+
+1425
+01:55:45,170 --> 01:55:49,190
+البداية كان رافض، بس لما في.. خدت تجربة، إقتنع
+
+1426
+01:55:49,190 --> 01:55:53,550
+تفضلي، طب على النقطة الأخرى، التالتة، عدم التأكد أو
+
+1427
+01:55:53,550 --> 01:55:58,790
+القلق على وظيفتي، إذا كان في أمثلة، هذه في القاعة
+
+1428
+01:55:58,790 --> 01:56:01,730
+الاستراتيجية عن مستوى الدولة، لما تفكر تخّصّص زي
+
+1429
+01:56:01,730 --> 01:56:04,590
+البلديات، تقولوا خلاص إحنا هيجيبوا لنا ويجيبوا
+
+1430
+01:56:04,590 --> 01:56:11,230
+موظفيهم، هذه مثلاً لما يصير damage بين البنوك مثلاً،
+
+1431
+01:56:11,230 --> 01:56:15,410
+الـ bank ألف يشتري البنك باء، قانونًا لازم موظفين الـ bank
+
+1432
+01:56:15,410 --> 01:56:18,890
+باء اللي راحوا عند ألف، يظلوا في شغلهم، بس هم
+
+1433
+01:56:18,890 --> 01:56:22,610
+بيخافوا، خلاص، هيُرَدّونا، هم عندهم موظفيهم، يعني شغلتها
+
+1434
+01:56:22,610 --> 01:56:26,630
+دي هو ممكن تخيلها وهي مش موجودة، تفضلي، الإختلاف في
+
+1435
+01:56:26,630 --> 01:56:30,610
+مستويات الإدراك للموقف، يعني المؤسسة فيها أكثر من
+
+1436
+01:56:30,610 --> 01:56:36,470
+موظف وأكثر من قسم، ما نفهمه، لازم التغيير
+
+1437
+01:56:36,470 --> 01:56:42,270
+وحاجته له أو فائدته منه أو سلبياته بتتفاوت، وبالتالي
+
+1438
+01:56:42,270 --> 01:56:46,290
+بيكون هذه..يعني في ناس بتستوعبها بسرعة، في ناس
+
+1439
+01:56:46,290 --> 01:56:50,770
+بده لها شوية وقت، فبنطول، بقالنا شوية، الشهور
+
+1440
+01:56:50,770 --> 01:56:59,630
+بالضياع، يعني..القرار اللي بتاخده لم يُعَمَّل بشكل
+
+1441
+01:56:59,630 --> 01:57:03,070
+واضح، وبالتالي في موظفين بتوقع يعني بالله يعني مش
+
+1442
+01:57:03,070 --> 01:57:08,670
+فاهمة، صحيح، الموظف تايه، جولنا دخلنا برامج جديدة، والـ
+
+1443
+01:57:08,670 --> 01:57:11,210
+الساعة ما تدربش، هو بيحس حاله مش هي  مُحاجَة في شغله
+
+1444
+01:57:11,210 --> 01:57:18,670
+مُهَوَّان، زمان، بيقول، تفضلي،الوقت الأخير، أبسطها هي ثقافة
+
+1445
+01:57:18,670 --> 01:57:21,470
+المؤسسة، هنا الخلل في نفس الـ culture تبع المؤسسة،
+
+1446
+01:57:21,470 --> 01:57:25,050
+يعني محافظين بشكل عام،  partition، ماشيين بطريقة
+
+1447
+01:57:25,050 --> 01:57:27,890
+معينة، هي محافظين، مش المعنى الحرفي لها، محافظين
+
+1448
+01:57:27,890 --> 01:57:35,550
+معناهم تقليديين، لو غيّرنا هيصطدموا معانا، يعني هنا
+
+1449
+01:57:35,550 --> 01:57:39,550
+الرفض لمجرد الرفض، طب أنت ليش بت reject البرنامج،
+
+1450
+01:57:39,550 --> 01:57:42,590
+خلاص مش عاجبني، طب أنت جربته، لأ، طب كيف حكمت
+
+1451
+01:57:42,590 --> 01:57:46,300
+عليه؟ يعني شو فيه إشكالية؟ هتبقى المقارنة متأصلة في
+
+1452
+01:57:46,300 --> 01:57:51,660
+سلوك الأفراد، في بعض الناس أو الشخصيات لأ، وخلاص زي
+
+1453
+01:57:51,660 --> 01:57:55,560
+مجلس الشعب والنواب دائمًا معارض، حدث، طب أنت ليش
+
+1454
+01:57:55,560 --> 01:57:59,000
+معارض؟ لأنه هو معارض، مش لأنه في أسباب مقنعة،
+
+1455
+01:57:59,000 --> 01:58:07,360
+المعارضة هذا المقصود فيها، سؤال؟
+
+1456
+01:58:07,360 --> 01:58:08,480
+برضه إجابة
+
+1457
+01:58:11,900 --> 01:58:18,980
+أحد هذه النقاط ليس من أسباب مقاومة التغيير، حكينا
+
+1458
+01:58:18,980 --> 01:58:24,140
+المصلحة الشخصية، عدم التأكد، الشعور بالتهديد، أيام
+
+1459
+01:58:24,140 --> 01:58:27,220
+جاوة بحالها، لأنها مركزية، أيام جاوة بحالها، أيوة
+
+1460
+01:58:27,220 --> 01:58:35,280
+تقريبًا،
+
+1461
+01:58:35,280 --> 01:58:41,160
+إحنا في آخر سنوات تحليل قوة دفع أو رفض للتغيير، عشان
+
+1462
+01:58:41,160 --> 01:58:45,600
+نعرف نتعامل مع التغيير، وأحيانًا المنظمة بتواجه
+
+1463
+01:58:45,600 --> 01:58:50,700
+بقسمين من الـ أو جزئين من الوضوح، التعامل، يعني هنا
+
+1464
+01:58:50,700 --> 01:58:54,180
+ما هي أساليب التعامل مع مقاومة التغيير لدى الموظفين؟
+
+1465
+01:58:54,180 --> 01:58:57,860
+إيش نسوي لما أنتم تقولوا لا، ما بدناش، تفضلي، طبعًا
+
+1466
+01:58:57,860 --> 01:59:02,640
+الأولى، تدعيم القوة الدافعة للتغيير، يعني بتكون
+
+1467
+01:59:02,640 --> 01:59:06,100
+القرار جاي استراتيجية، إدارة عليا بتدعم القرار
+
+1468
+01:59:06,100 --> 01:59:14,450
+بدون ما أنها تتجاوب أو تحاول تستخدم..تُكَمّن القوة
+
+1469
+01:59:14,450 --> 01:59:18,250
+المقاومة، إيه، وتجيبه على مصلحتها، إذن هنا ماشي
+
+1470
+01:59:18,250 --> 01:59:21,030
+يعني، المقصود فيها تدعم القوة الدافعة للتغيير، يا
+
+1471
+01:59:21,030 --> 01:59:25,450
+بتقنع، يا بتقنعين، لأن داخل برنامج متطور، وإنك
+
+1472
+01:59:25,450 --> 01:59:28,070
+رافضة، تقعد الـ Leader المشاركة، الـ Leader العليا
+
+1473
+01:59:28,070 --> 01:59:31,650
+مع الناس، الموظفين اللي رافضين، يا هم بتقنعهم، يا
+
+1474
+01:59:31,650 --> 01:59:34,770
+هي بتقنعهم، يعني هذا المقصود فيها يعني، فعلاً،
+
+1475
+01:59:34,770 --> 01:59:39,420
+المقصود أنه..لكن خد بقى، قوة الإجبار على تغيير
+
+1476
+01:59:39,420 --> 01:59:44,140
+الموظف بتفشل، لأن الموظف لازم يقتنع، فبقعد أنا ويا،
+
+1477
+01:59:44,140 --> 01:59:49,400
+يعني واحد قدّم لها شاب، الواحدة المراة رافضة،
+
+1478
+01:59:49,400 --> 01:59:52,420
+ما يعملوش شيء منها، يا بتقنعوه، يا بقنعوا، ماشي،
+
+1479
+01:59:52,420 --> 02:00:01,010
+تفضلي، هذا الأسلوب الثاني، في مشاركة، أحاول أجيبهم
+
+1480
+02:00:01,010 --> 02:00:07,030
+لأفهم مدى مقاومتهم، أحاول أفهمهم النتائج السلبية
+
+1481
+02:00:07,030 --> 02:00:11,810
+التي قد تنتج عن عدم التغيير، وأفهمهم المزايا
+
+1482
+02:00:11,810 --> 02:00:15,410
+الإيجابية، وبالتالي أكثر هم مصلحة، هنا بيقولوا يا
+
+1483
+02:00:15,410 --> 02:00:18,450
+جماعة براحتكم، بصراحة، عايزين نغير، وغير، ومش عايزين
+
+1484
+02:00:18,450 --> 02:00:21,690
+خلاص، لكن هنا بواجه مشكلة، يعني إن ممكن هم يقعدوا
+
+1485
+02:00:21,690 --> 02:00:26,150
+براحتها، صحيح، يرفضوا التغيير، إذا هنا بيختلف عن الخلق
+
+1486
+02:00:26,150 --> 02:00:31,040
+بالأول، هنا في أسلوبين، إما تتعامل بقوة دافعة يا بقوة
+
+1487
+02:00:31,040 --> 02:00:34,280
+إقناع، يا بتقنع، الأسلوب الثاني، لكن خد بالك، إحنا في
+
+1488
+02:00:34,280 --> 02:00:37,120
+الرقم واحد، دائمًا بيكون الموظف بيقتنع بوجهة نظر دول
+
+1489
+02:00:37,120 --> 02:00:42,860
+العليا، ماشي، ما فيش العكس، آه، يعني باقنعك لكن بأسلوب
+
+1490
+02:00:42,860 --> 02:00:47,260
+ديمقراطي، يعني بشكل، الأسلوب الثاني، خليك براحتك، آه،
+
+1491
+02:00:47,260 --> 02:00:52,700
+بدل في راحتك، مش هعمل حاجة في حياتك، تفضلي، الواقع
+
+14
+
+1555
+02:05:22,060 --> 02:05:30,860
+للتطوير فإنها لا تحسن الجهود، بل تُعيق التغيير، إذن
+
+1556
+02:05:30,860 --> 02:05:34,880
+هذا هو السبب الأول، الرضا عن الوضع الحالي،
+
+1557
+02:05:34,880 --> 02:05:40,510
+complacency، وهذا مصيدة للتطوير. السبب الثاني: الفشل
+
+1558
+02:05:40,510 --> 02:05:43,770
+هو غياب التحالف بين الإدارة والأفراد، أي عدم
+
+1559
+02:05:43,770 --> 02:05:46,130
+المشاركة، absence of alliance between the
+
+1560
+02:05:46,130 --> 02:05:49,850
+administration and individuals. يحتاج التغيير إلى
+
+1561
+02:05:49,850 --> 02:05:55,970
+التحالف بين الأفراد وبين الإدارة؛  فالعملية تصبح أقوى
+
+1562
+02:05:55,970 --> 02:06:00,370
+بإدارة قوية. لأن الإدارة لن تقوم بالتنفيذ، وتفتقر بعد ذلك
+
+1563
+02:06:00,370 --> 02:06:05,150
+لتفعيل الأفراد. بدون الأفراد، فإن الإدارة لا بد أن تتغير.
+
+1564
+02:06:05,150 --> 02:06:06,050
+إذاً، لا بد منها.
+
+1565
+02:06:10,060 --> 02:06:14,140
+التحالف هنا يقصد به أن الأفراد المعنيين يقتنعوا
+
+1566
+02:06:14,140 --> 02:06:19,160
+بأهمية التغيير. هو
+
+1567
+02:06:19,160 --> 02:06:30,700
+التغيير
+
+1568
+02:06:30,700 --> 02:06:31,580
+في مجال التغيير فقط.
+
+1569
+02:06:44,900 --> 02:06:50,180
+هنا، خطوات التغيير غير موجودة. لماذا التغيير؟ غير
+
+1570
+02:06:50,180 --> 02:06:56,220
+عارفين. الرؤية واضحة، ولكن توصيل الرؤية هو السبب
+
+1571
+02:06:56,220 --> 02:07:00,440
+الرابع. أحيانًا، تكون المشكلة عدم توصيل الرؤية.
+
+1572
+02:07:03,950 --> 02:07:08,150
+لأن التغيير الكبير يتطلب أفرادًا يعملون في المنظمة
+
+1573
+02:07:08,150 --> 02:07:13,350
+مدركين للتغيير، مقدرين عليه. ولكن الأفراد الذين لا
+
+1574
+02:07:13,350 --> 02:07:17,650
+يقتنعون بالرؤية أو لا يفهمونها، فإنهم لن
+
+1575
+02:07:17,650 --> 02:07:23,370
+يبذلوا جهدًا من أجلها. حتى يبذل الأفراد جهدًا من أجل هذا
+
+1576
+02:07:23,370 --> 02:07:27,530
+التغيير والتطوير، لا بد أن يكون هناك استيعاب وفهم
+
+1577
+02:07:27,530 --> 02:07:33,710
+وإدراك لهذه الرؤية، وقدرة على إقناع الآخرين برؤيتك.
+
+1578
+02:07:37,220 --> 02:07:43,300
+أو شرحها. قلنا: الإدارة الرافضة تُفشل العديد من
+
+1579
+02:07:43,300 --> 02:07:46,720
+المبادرات بسبب العقبات التي تُواجهها. أولًا،
+
+1580
+02:07:46,720 --> 02:07:50,820
+الناس، وفي الإدارات، عادةً في الإدارات والمنظمات، يوجد
+
+1581
+02:07:50,820 --> 02:07:55,040
+نوعان من العقبات. أحيانًا تكون ثقافة الشركة أو
+
+1582
+02:07:55,040 --> 02:07:59,260
+المنظمة بيروقراطية، نظامها جامد، لا يسمح بالتغيير، وهي
+
+1583
+02:07:59,260 --> 02:08:03,360
+مركزية. أحيانًا يكون نظامها يسمح، ولكن يوجد مراكز
+
+1584
+02:08:03,360 --> 02:08:03,820
+قوة
+
+1585
+02:08:06,440 --> 02:08:09,260
+أي المصالح الشخصية.  لتعامل مع هذا التوجه، هذا
+
+1586
+02:08:09,260 --> 02:08:13,900
+التضييق. مثال ذلك: أحيانًا، كثيراً من المنظمات تحاول
+
+1587
+02:08:13,900 --> 02:08:19,120
+التغيير من طريقتها التقليدية في الإجراءات إلى الطريقة
+
+1588
+02:08:19,120 --> 02:08:24,460
+الإلكترونية، إلى أتمتة العمليات الإدارية، ممتاز، ولكن يوجد
+
+1589
+02:08:24,460 --> 02:08:28,860
+بعض المسؤولين كبار في هذه الإدارة، يعرفون هذا
+
+1590
+02:08:28,860 --> 02:08:35,530
+التوجه أو لا يستطيعون، يتمنون هذا التوجه أو يعارضون
+
+1591
+02:08:35,530 --> 02:08:40,170
+هذا التوجه، أو ليس لديهم معرفة بهذه الأساليب الحديثة
+
+1592
+02:08:40,170 --> 02:08:44,710
+والتطبيقات الجديدة، فنرى عرقلة، وبذلك تفشل
+
+1593
+02:08:44,710 --> 02:08:49,090
+المنظمة في إحداث التغيير والتطوير. هذا هو السبب
+
+1594
+02:08:49,090 --> 02:08:56,450
+الخامس. السبب السادس هو عدم تحقيق نجاحات سريعة.
+
+1595
+02:08:56,450 --> 02:08:58,030
+Failure to achieve
+
+1596
+02:09:02,000 --> 02:09:06,340
+إذا، الأفراد يرون تغييراً على أرض الواقع، يتحقق شيئاً
+
+1597
+02:09:06,340 --> 02:09:11,760
+فشيئاً، هذا سيكون دافعاً قوياً لمواصلة التغيير ومواصلة
+
+1598
+02:09:11,760 --> 02:09:16,500
+التطوير في هذا الاتجاه. إذا مضى وقت طويل ولم يتحقق
+
+1599
+02:09:16,500 --> 02:09:21,760
+أي إنجاز ملموس، فإن هؤلاء الأفراد سيتحولون إلى
+
+1600
+02:09:21,760 --> 02:09:27,640
+معارضين ومقاومين لهذا التغيير. السبب السابع هو
+
+1601
+02:09:27,640 --> 02:09:31,900
+سرعة إعلان النصر الكبير، declaration of the great
+
+1602
+02:09:31,900 --> 02:09:36,840
+victory quickly. أحيانًا يتم إعلان سرعة إعلان
+
+1603
+02:09:36,840 --> 02:09:41,440
+التحقيق المزعوم، والانتهاء من المهمة. فإن مجرد إعلان
+
+1604
+02:09:41,440 --> 02:09:46,660
+نصر كبير، وانتهاء هذه المهمة أو تحقيقها، يبدأ
+
+1605
+02:09:46,660 --> 02:09:51,400
+التراخي من الأفراد، وعدم التركيز على متابعة التغيير
+
+1606
+02:09:51,400 --> 02:09:54,940
+والتطوير، ويعود الأفراد والشركة إلى الممارسات
+
+1607
+02:09:54,940 --> 02:10:00,480
+السابقة.  فهي في قانون التغيير والتطوير، مرحلية وليست
+
+1608
+02:10:00,480 --> 02:10:04,220
+على هدف واحد. السبب الثامن هو عدم وصول التغيير إلى جنون
+
+1609
+02:10:04,220 --> 02:10:07,200
+ثقافة الشركة.  the chain doesn't reach the
+
+1610
+02:10:07,200 --> 02:10:12,500
+organization's culture. وهو أنه لم يتم تطبيق مبدأ التغيير
+
+1611
+02:10:12,500 --> 02:10:17,040
+المستمر. التغيير والتطوير هما عملية مستمرة، لا
+
+1612
+02:10:17,040 --> 02:10:22,490
+تتوقف. يجب أن تكون جميع الإجراءات وثقافة الشركة قائمة
+
+1613
+02:10:22,490 --> 02:10:27,810
+على ترسيخ هذه الثقافة: أن التغيير هو عملية مستمرة،
+
+1614
+02:10:27,810 --> 02:10:33,530
+والتطوير عملية مستمرة لا تنتهي...
+
+1615
+02:10:33,530 --> 02:10:38,550
+لأن إذا كانت هذه ثقافة، طبعاً الكلام هذا موجود في
+
+1616
+02:10:38,550 --> 02:10:42,090
+القرآن الكريم. غير الآية اللي ذكرتها سميرة.
+
+1617
+02:10:42,090 --> 02:10:49,100
+ربنا أمر البشرية: إن استطعتم أن تنفذوا أيها، فانفذوا.
+
+1618
+02:10:49,100 --> 02:10:53,980
+لأن هذا لعب التغيير والتطوير منذ سنوات طويلة. غير
+
+1619
+02:10:53,980 --> 02:10:58,620
+موجودة.  فالتغيير يجب أن يكون مرحلياً، ويتوقف بعد
+
+1620
+02:10:58,620 --> 02:11:04,000
+ذلك. هذا هو السبب  الخير من أسباب عدم نجاح التغيير
+
+1621
+02:11:04,000 --> 02:11:10,000
+أو فشل التغيير، وفشل التطوير. وإلى محاضرة أخرى إن
+
+1622
+02:11:10,000 --> 02:11:15,540
+شاء الله، وبركاته. شكرًا لكم على هذا
+
+1623
+02:11:19,310 --> 02:11:22,330
+شكرًا على هذا العرض. لن نَسمع تقييم الزملاء الذين
+
+1624
+02:11:22,330 --> 02:11:26,390
+حاضرين. ماشي يا عزيزي.  ليس هناك مشكلة، تفضل، إسلام. ماذا في
+
+1625
+02:11:26,390 --> 02:11:30,470
+شرح زميلتك؟
+
+1626
+02:11:30,470 --> 02:11:36,570
+هي، أعطاها العفو، يعني ماذا تفيد بالضبط، 10
+
+1627
+02:11:36,570 --> 02:11:42,150
+من 20؟ ماشي يا عزيزي، okay. شكرًا. هناك
+
+1628
+02:11:47,880 --> 02:11:54,120
+ماشي، شكرًا. من وضعها؟ إن شاء الله، عليها واضح، إن
+
+1629
+02:11:54,120 --> 02:11:59,620
+هي عندك. شكرًا، عملية استفدت
+
+1630
+02:11:59,620 --> 02:12:04,980
+يعني؟ ممتاز. مثل ما ذكرتِ، الشرائح كانت واضحة وبسيطة
+
+1631
+02:12:04,980 --> 02:12:08,520
+جداً، ووصلت لما أردنا إيصاله، وإن شاء الله
+
+1632
+02:12:08,520 --> 02:12:12,720
+اثنان من اثنين، اثنان من اثنين. ممتاز. تفضلي. الشرائح
+
+1633
+02:12:12,720 --> 02:12:15,540
+مبسطة، وإن شاء الله عكس ما ذكرتِ، العملية على
+
+1634
+02:12:15,540 --> 02:12:20,400
+الشرائح كانت واضحة جداً، فيها full mind. thank you.
+
+1635
+02:12:20,400 --> 02:12:25,940
+تفضلي. خلود، كانت سهلة، وإن شاء الله، يعني، قدر ما كنتِ
+
+1636
+02:12:25,940 --> 02:12:31,920
+في خبرة. لأن اللعبة، يعني، تفضلي، اللعبة، شكرًا. تفضلي.
+
+1637
+02:12:32,610 --> 02:12:35,950
+دعاء... ندى... يعني، ما شاء الله عليها، حتى
+
+1638
+02:12:35,950 --> 02:12:39,110
+الموضوع كان جميلاً جداً، والشرائح كثيرة، و...
+
+1639
+02:12:39,110 --> 02:12:42,830
+أصحابه... والموضوع سهل، يعني، ساعدني... ساعدني، وإلا
+
+1640
+02:12:42,830 --> 02:12:46,690
+لو كان أصعب، ما كنت قبلت. ماشي. تفضلي. ما شاء الله
+
+1641
+02:12:46,690 --> 02:12:50,830
+عليها، شرائح عامة، مرتبة، وأعتقد أن الخبرة كانت
+
+1642
+02:12:50,830 --> 02:12:55,010
+ممتازة. ممتاز.  أخذ طالبة. إن شاء الله، عليها كانت
+
+1643
+02:12:55,010 --> 02:12:58,930
+رائعة، في كلامها وفي تحضيرها، التحضير كان جيداً
+
+1644
+02:12:58,930 --> 02:13:03,150
+جداً. كانت دائماً... نُعدل، نُقلل، أو أنتم
+
+1645
+02:13:03,150 --> 02:13:07,690
+تنتظرون حتى تنتهي ولا تنتهون؟ ماشي، okay. يعطيكم
+
+1646
+02:13:07,690 --> 02:13:08,450
+العافية، إن شاء الله.
+
diff --git a/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/arGy8BysSnY_postprocess.srt b/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/arGy8BysSnY_postprocess.srt
new file mode 100644
index 0000000000000000000000000000000000000000..a275a68000a9bcf7c1242181bfdb279196766e17
--- /dev/null
+++ b/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/arGy8BysSnY_postprocess.srt
@@ -0,0 +1,6584 @@
+1
+00:00:05,130 --> 00:00:07,350
+أعوذ بالله السمعين والعليم من الشيطان الرجيم بسم
+
+2
+00:00:07,350 --> 00:00:10,390
+الله الرحمن الرحيم الحمد لله والصلاة والسلام على
+
+3
+00:00:10,390 --> 00:00:15,230
+المصطفى الأمين سيدنا محمد وعلى آله ومن ساره على
+
+4
+00:00:15,230 --> 00:00:17,290
+دربي بيحسن اليوم الدين في بداية السلام عليكم ورحمة
+
+5
+00:00:17,290 --> 00:00:22,750
+الله كيف حالكم؟ كيفهم سيطر اليوم؟ كيف الوضع معاكم
+
+6
+00:00:22,750 --> 00:00:28,530
+تمام؟ تدعون الله بالغاية ولا كيف؟ اه لأن الصيف
+
+7
+00:00:28,530 --> 00:00:32,750
+بصراحة زودها السنةمازلنا في موضوع ال organization
+
+8
+00:00:32,750 --> 00:00:36,170
+حكينا المحاضرة الماضية عن التنظيم اتعرفنا عليه
+
+9
+00:00:36,170 --> 00:00:41,030
+اتعرفنا مع بعض كيف بنصمم هيكل تنظيمية اتعرفنا على
+
+10
+00:00:41,030 --> 00:00:45,670
+بعض المصطلحات اللي لها علاقة بالتنظيم الشق التاني
+
+11
+00:00:45,670 --> 00:00:49,770
+من هذا الفصل اللي هو ال design organized اللي هو
+
+12
+00:00:49,770 --> 00:00:56,970
+تصميم المنظمة تصميم إيش المنظمةتصميم المنظمة
+
+13
+00:00:56,970 --> 00:01:01,730
+المقصود في كيف المنظمة هيكون شكلها بتاعتى كيف شكل
+
+14
+00:01:01,730 --> 00:01:05,750
+المنظمة يعنى زى لما تصممى انت فستان أو تصمم سيارة
+
+15
+00:01:05,750 --> 00:01:09,050
+أو تصمم جوال نفس الشيء برضه المنظمات بدها اش بدها
+
+16
+00:01:09,050 --> 00:01:13,130
+تصميم نشوف
+
+17
+00:01:13,130 --> 00:01:21,210
+مع بعض ما المقصود بتصميم المنظمة فضل
+
+18
+00:01:21,210 --> 00:01:27,410
+قايل يا اسلامبناء الهيكل المناسب من خلال الاختيار
+
+19
+00:01:27,410 --> 00:01:31,430
+الدقيق والواعي لأبعاد الهيكل ومواجهتها وإيشار
+
+20
+00:01:31,430 --> 00:01:34,690
+العلاقة بينهم إحنا حاكينا يا أخوات أهم حاجة فيه
+
+21
+00:01:34,690 --> 00:01:39,110
+التنظيم اللي هو الهيكل التنظيمياللي هي أقسام إياش
+
+22
+00:01:39,110 --> 00:01:43,350
+أقسام المؤسسة وطرق الاتصال و العلاقات بينها وبين
+
+23
+00:01:43,350 --> 00:01:47,470
+الموظفين طبعا هذا بياخد من وقت طويل أتناء ليش؟ لأن
+
+24
+00:01:47,470 --> 00:01:51,390
+الهيئة بتتغير مش بيضلاش تابعة كل كام فترة كده كام
+
+25
+00:01:51,390 --> 00:01:54,330
+سنة ما نغير إياش اللي هيكالة التنظيم إذا المقصود
+
+26
+00:01:54,330 --> 00:01:59,470
+بتنظيم المؤسسة عفرا تصميم المنظمة أو organizing
+
+27
+00:01:59,470 --> 00:02:05,110
+organizedesign معناها نبني الهيكل المناسب اللي هو
+
+28
+00:02:05,110 --> 00:02:09,170
+هذا ماشي عن طريق الاختراع الدقيق والواعي لأبعاد
+
+29
+00:02:09,170 --> 00:02:12,710
+الهيكل التنظيمي اللي هي العلاقات والاتصالات وترتيب
+
+30
+00:02:12,710 --> 00:02:15,710
+المناصب ومين الرئيس ومين نائب الرئيس وإيجاد
+
+31
+00:02:15,710 --> 00:02:19,650
+العلاقة إيش بينها هذا المقصود بتنظيم بتصميم
+
+32
+00:02:19,650 --> 00:02:25,150
+التنظيم ما هي أنواع تصميم المؤسسات إما آلي
+
+33
+00:02:25,150 --> 00:02:33,940
+mechanism أو عضوي نشوف مع بعض تفضل يا سميرةالتصميم
+
+34
+00:02:33,940 --> 00:02:37,860
+الميكانيكي الآلي هو التصميم القائم على أساس رسمية
+
+35
+00:02:37,860 --> 00:02:42,700
+عالية ومركزية شديدة، قدرة القواعد والإدراءات،
+
+36
+00:02:42,700 --> 00:02:46,480
+إطلاق إشراف ضيق، وأساليب أنصية موجودة رسمية تؤدي
+
+37
+00:02:46,480 --> 00:02:51,800
+إلى هذا البرنامج Okay، خُد يبقى لك في كذا مصطلح
+
+38
+00:02:51,800 --> 00:02:57,300
+ورده في التعريف مركزية،
+
+39
+00:02:57,300 --> 00:03:06,650
+ماشي، قواعدإجراءات نطاق إشرف طبعا باكره طيب إذا
+
+40
+00:03:06,650 --> 00:03:13,730
+التصميم القالي هو التصميم المركزي فالسؤال اللي
+
+41
+00:03:13,730 --> 00:03:18,630
+بيطرح نفسه ما هي المركزية Centralization
+
+42
+00:03:18,630 --> 00:03:27,150
+Centralization مركزية شو معناه مركزية؟ نسهلها شوية
+
+43
+00:03:29,750 --> 00:03:40,210
+تركز عملية اتخاذ القرار في يد الإدارة العليا فقط
+
+44
+00:03:40,210 --> 00:03:45,990
+إذا لا يوجد تفويت سلطة
+
+45
+00:03:49,300 --> 00:03:53,180
+إذا هنا كل كبيرة والصغيرة بتكون لازم تمر من تحت
+
+46
+00:03:53,180 --> 00:03:57,620
+إيد الإدارة العليا هذه بنسميها إيش؟ مركزية وهي شكل
+
+47
+00:03:57,620 --> 00:04:01,840
+من أشكال الديكتاتورية المركزية شكل من أشكال إيش؟
+
+48
+00:04:01,840 --> 00:04:05,960
+الديكتاتورية مركزية شديدة معناها كل حاجة لازم تمر
+
+49
+00:04:05,960 --> 00:04:08,940
+أمام الإدارة العليا مافيش حاجة أسمها الموظفين
+
+50
+00:04:08,940 --> 00:04:14,460
+لحالهم يعملوها كترة القواعد القواعد عندنا أخدناها
+
+51
+00:04:14,460 --> 00:04:20,310
+قبل هيك اللي هي القوانينالقواعد هي القوانين
+
+52
+00:04:20,310 --> 00:04:31,510
+المنظمة للعمل الإجراءات هي تسلسل زمني لإجراء أو
+
+53
+00:04:31,510 --> 00:04:37,710
+لعمل خطة ما زي خطوات التسجيل مثلا خطوات التسجيل في
+
+54
+00:04:37,710 --> 00:04:43,890
+الجامعة هذا إجراءليش إجراءات؟ لأنه ممنفعش واحد جاب
+
+55
+00:04:43,890 --> 00:04:49,070
+للتان واضح؟ إذن التصميم القائم على المركزية كل
+
+56
+00:04:49,070 --> 00:04:52,390
+حاجة بادي الإدارة العليا وقائم على وجود قواعد
+
+57
+00:04:52,390 --> 00:04:58,770
+وإجراءات بنسميه تصميم آلي ميكانيكي ماعشان ممكن
+
+58
+00:04:58,770 --> 00:05:04,130
+أحيان بتحس أن المصطلح ماعشان لقى بالتعريف إذا
+
+59
+00:05:04,130 --> 00:05:08,770
+التصميم القائم على المركزية وقواعد الإجراءات فإن
+
+60
+00:05:08,770 --> 00:05:14,410
+عندنا كمان مصطلح اللي هو نطاقالإشراف الوليسكوب
+
+61
+00:05:14,410 --> 00:05:19,430
+برضه نطاق الإشراف من المصطلحات اللي موجودة في
+
+62
+00:05:19,430 --> 00:05:24,670
+التنظيم ببساطة عدد النطاق يا أخوات لازم يبدأ بكلمة
+
+63
+00:05:24,670 --> 00:05:31,050
+عدد و لا يكون غلط عدد الأفراد الذين
+
+64
+00:05:31,050 --> 00:05:40,670
+يشرف عليهم مديرهم بمعنى هذه المدير تحت إيده تلات
+
+65
+00:05:40,670 --> 00:05:46,660
+موظفينكم نطاق إشرافه؟
+
+66
+00:05:46,660 --> 00:05:50,460
+تلاتة، تلاتة، بس انت طالع رحلة و مسئول عن خمسة،
+
+67
+00:05:50,460 --> 00:05:55,580
+نطاق إشرافك خمسة انت مديرة و مسئولة عن موظفين قسم
+
+68
+00:05:55,580 --> 00:05:59,260
+ما جديش عددهم، هذا بنسميه نطاق إشراف، إذا النطاق
+
+69
+00:05:59,260 --> 00:06:05,220
+الإشراف لازم تبدأ بكلمة عدد، حدود يعنيبحكينا مرة
+
+70
+00:06:05,220 --> 00:06:09,760
+تانية مركزية شديدة قواعد و إجراءات صار من نطاق
+
+71
+00:06:09,760 --> 00:06:12,860
+إشراف ضيق لإيش؟ لأن كل حاجة لازم تمر تحت يد
+
+72
+00:06:12,860 --> 00:06:20,800
+الإدارة العليا مين موظف فيكوا أو بيشتغل؟ كم واحد
+
+73
+00:06:20,800 --> 00:06:29,400
+تحت إيدك؟ سبعة سبعة الله يعينك تفضلي تلاتة خمسة
+
+74
+00:06:29,400 --> 00:06:34,820
+خمسة مين أفضل سبعة و لا تلاتة و لا خمسة؟لأ هو حسب
+
+75
+00:06:34,820 --> 00:06:38,140
+بصراحة ممكن يكونوا تلاتة ما عندهم مش كفاءة
+
+76
+00:06:38,140 --> 00:06:41,920
+فيغلبوكي ممكن يكونوا سبعة عندهم كفاءة و فاهمين
+
+77
+00:06:41,920 --> 00:06:46,900
+الشغل يريحوكي واضح؟ حسب، صعب يعطيكي عدد معين إذا
+
+78
+00:06:46,900 --> 00:06:51,340
+أخدنا عدة مصطلحات في التصميم الآلي جولنا المركزية
+
+79
+00:06:51,340 --> 00:06:56,340
+تركز القواعد في يد الإدارة العليا قواعد هي قواعد
+
+80
+00:06:56,340 --> 00:06:59,200
+المؤسسة إجراءات اللي هو تسلسل الزمن اللي عمل
+
+81
+00:06:59,200 --> 00:07:03,790
+معينها دجالة في التخطيطةنطاق الإشراف .. نطاق
+
+82
+00:07:03,790 --> 00:07:07,230
+الإشراف و المركزية الاتنين هدولة تنظيم ماشي قواعد
+
+83
+00:07:07,230 --> 00:07:10,470
+إجراءات تخطيط نطاق إشراف عدد الناس اللي بتشرف
+
+84
+00:07:10,470 --> 00:07:15,530
+عليهم لما يكون التصميم الآلي مركزية شديدة قواعد و
+
+85
+00:07:15,530 --> 00:07:20,130
+إجراءات صارمة نطاق إشراف ضيق يضرب واحد اتنين بس
+
+86
+00:07:20,130 --> 00:07:23,910
+ليش؟ لأن كل حاجة بيد الإدارة العليا كل شيء بيد
+
+87
+00:07:23,910 --> 00:07:29,250
+الإدارة العليا هذا بيؤدي للبيوكراطية شو معنى
+
+88
+00:07:29,250 --> 00:07:33,330
+بيوكراطية؟ممتازة اللي هي الـ routine يعني ما
+
+89
+00:07:33,330 --> 00:07:36,290
+بتقدرش تنفس و لا تتحرك إلا ترجع إلى المدير ترجع
+
+90
+00:07:36,290 --> 00:07:40,450
+لرئيس القسم هذا بنسميه تصميم يشماله آلي تصميم هذا
+
+91
+00:07:40,450 --> 00:07:47,710
+قديم شوية هو موجود لكن مش كتير محبب وجوده النوع
+
+92
+00:07:47,710 --> 00:07:50,650
+التاني من التصميمات أو ال design اللي هو العضوي
+
+93
+00:07:50,650 --> 00:07:58,750
+هنعكس مين فهم هذا؟ جبلنا العضوي قولنا مركزية
+
+94
+00:07:58,750 --> 00:08:03,200
+شديدة، إيش هيكون في العضوي؟أما لا مركزية أو مركزية
+
+95
+00:08:03,200 --> 00:08:07,380
+خفيفة بسيطة إذا عندنا برضه كمان مصطلح اللي هو
+
+96
+00:08:07,380 --> 00:08:10,980
+decentralization اللي هي لا مركزية شو معناه لا
+
+97
+00:08:10,980 --> 00:08:21,000
+مركزية؟ عدم حصر اتخاذ القرار في يد الإدارة العليا
+
+98
+00:08:21,000 --> 00:08:24,180
+اللي هي تفوض السلطة يعني خلّي الناس تشتغل براحتها
+
+99
+00:08:24,180 --> 00:08:28,880
+من غير ما تبقى رايحة جاية عندك إذا لما يكون عندنا
+
+100
+00:08:28,880 --> 00:08:35,220
+لا مركزيةإجراءاته قوانين بسيطة مطاق إشراف واسع هذا
+
+101
+00:08:35,220 --> 00:08:39,960
+بنسميه تصميم عضوله التكييف يعني يعني أي شخص بنضمن
+
+102
+00:08:39,960 --> 00:08:43,100
+أنه بتكيف بسرعة في العمل إذا أننا هيكل بيكراطية
+
+103
+00:08:43,100 --> 00:08:48,940
+وهيكل إيش؟ تكييفية السؤال اللي بطرح نفسه أيه هو
+
+104
+00:08:48,940 --> 00:08:54,200
+أفضل؟ مركزية ولا مركزية؟
+
+105
+00:08:54,200 --> 00:08:59,740
+خدي بالك، مين عنده جابة تانية؟ حسب ممتازة، حسب
+
+106
+00:08:59,740 --> 00:09:07,520
+إيش؟حسب البيئة ولا حسب القرار؟ حسب القرار يعني لأن
+
+107
+00:09:07,520 --> 00:09:10,520
+الأتنين ارجعيلهم هتلاقي كلمة اتخاذ القرار جاي بيهم
+
+108
+00:09:10,520 --> 00:09:16,820
+إذا كان القرار استراتيجي بينقصينهم
+
+109
+00:09:16,820 --> 00:09:29,480
+لأ مركزية إذا كان القرار لأ بسيط روتيني
+
+110
+00:09:31,500 --> 00:09:36,160
+لا مركزية يعني موظف بتأخر كل يوم مش ممكن نروح
+
+111
+00:09:36,160 --> 00:09:40,340
+للمدير نقوله إيش نعمل؟ واضح أمامك السياسات لكن لو
+
+112
+00:09:40,340 --> 00:09:45,860
+بنفتح فرع جديد للمؤسسات، لأ، هذا قرار مصيري يعني
+
+113
+00:09:45,860 --> 00:09:48,980
+أنك تشترج الباب، روح يشترج الباب، مين ماسكك؟ لكن
+
+114
+00:09:48,980 --> 00:09:52,600
+بتتزوجي، لأ الموضوع بده قاعدة تعالي هنا، إذا كانت
+
+115
+00:09:52,600 --> 00:09:58,940
+قرار مصيري، بتكون مركزيةبسيط متعودين عليه لمركزية
+
+116
+00:09:58,940 --> 00:10:07,220
+إذا أيهم أفضل الجامع بين الإتنين حسب قراري بحدد
+
+117
+00:10:07,220 --> 00:10:10,880
+مركزية او لا مركزية
+
+118
+00:10:17,540 --> 00:10:20,580
+بتشتري خاتم، بتروحي تشتري خاتم، لكن لو بدك تشتري
+
+119
+00:10:20,580 --> 00:10:23,540
+سيارة، إليك لأ بتاخدي الأخ أو الأب أو الزوج،
+
+120
+00:10:23,540 --> 00:10:26,420
+بتروحي تشوفي السيارة، ليش؟ لأنها حاجة كبيرة، بدها
+
+121
+00:10:26,420 --> 00:10:33,440
+مبالغ ضخمة، وها كده، لأن هنا عندنا الـBand عندنا
+
+122
+00:10:33,440 --> 00:10:40,500
+التصميم القالي، ميكانزم، وعندنا التصميم العضوي
+
+123
+00:10:40,500 --> 00:10:43,880
+التصميم،
+
+124
+00:10:43,880 --> 00:10:45,940
+ماشي
+
+125
+00:10:47,590 --> 00:10:54,930
+إيش عندنا البنود المركزية القواعد
+
+126
+00:10:54,930 --> 00:11:00,590
+والإجراءات سوا نطاق
+
+127
+00:11:00,590 --> 00:11:04,450
+الإشراف اتعرفنا
+
+128
+00:11:04,450 --> 00:11:06,590
+على كل مصطلح شو معناه حكينا فيه منهم في التخطيط
+
+129
+00:11:06,590 --> 00:11:13,570
+وفيه منهم في إيش في التنظيم التصميم
+
+130
+00:11:13,570 --> 00:11:18,770
+الآن المركزية فيه عالية ولا مخافضة عاليةفي العضوي
+
+131
+00:11:18,770 --> 00:11:26,270
+مخفضة إذا هنا مرتفعة هنا مخفضة قواعد الإشراق صارمة
+
+132
+00:11:26,270 --> 00:11:34,430
+و لا بسيطة؟ صارمة هنا غير صارمة أو بسيطة نفس الشيء
+
+133
+00:11:34,430 --> 00:11:42,450
+خلي مبسوط نطاق الإشراف واسع و لا ضيق؟ جدا و هنا
+
+134
+00:11:42,450 --> 00:11:42,930
+واسع
+
+135
+00:11:46,100 --> 00:11:49,200
+إذاً هذا من الفرق بين التصميم القالي والتصميم
+
+136
+00:11:49,200 --> 00:11:57,200
+العضوي حكينا
+
+137
+00:11:57,200 --> 00:12:02,220
+التصميم القالي هذا يؤدي إلى البيكراطية قولنا
+
+138
+00:12:02,220 --> 00:12:07,900
+البيكراطية هي إيش؟ ال routine الملل كل واحد زهجان
+
+139
+00:12:07,900 --> 00:12:14,890
+ماشي التصميم العضوي يؤدي إلىالتكييف مع قاش مع
+
+140
+00:12:14,890 --> 00:12:19,710
+العمل طبعا البيوكراطية حاجة قديمة لكن موجودة بينما
+
+141
+00:12:19,710 --> 00:12:23,770
+التكيوفية هي اللي ظهرت قاش جديد نشوف مع بعض ما
+
+142
+00:12:23,770 --> 00:12:28,270
+المقصود بالهيكل البيوكراطي فضلي هنا الهيكل
+
+143
+00:12:28,270 --> 00:12:32,690
+البيوكراطي هو الإدارية التبحث عن الفعالية من خلال
+
+144
+00:12:32,690 --> 00:12:36,690
+مهظمة تتسم بموضوع الإجراءات وهمية السلطة وموظمة
+
+145
+00:12:36,690 --> 00:12:41,480
+المنطقية في الأوانات صحيح اللي هي هنا صادمةتركز
+
+146
+00:12:41,480 --> 00:12:44,840
+على تقسيم وأدرح للعمل وحكيمية تقيقة للسلطة
+
+147
+00:12:44,840 --> 00:12:48,280
+وإجراءات وقواعد تقسيمها واضحة لهدف إنجاز الأعمال
+
+148
+00:12:48,280 --> 00:12:52,340
+وترشيد استخدام قواعد التحقق الأهداف هنا بنتكلم عن
+
+149
+00:12:52,340 --> 00:12:56,600
+السلطة الواحدة اللي هي السلطة في يد الإدارة العليا
+
+150
+00:12:56,600 --> 00:13:00,000
+واضح؟ كل حاجة كبيرة صغيرة في يد الإدارة العليا
+
+151
+00:13:00,000 --> 00:13:03,300
+مافيش حاجة اسمها المشاركة مافيش حاجة اسمها
+
+152
+00:13:03,300 --> 00:13:06,620
+المرؤوسين أشدر هذه مين؟ هذه البياقراطية وموجودة
+
+153
+00:13:06,620 --> 00:13:10,870
+شكرا يا هناءأتفضل لو قلقها، الهيئة التكييفية
+
+154
+00:13:10,870 --> 00:13:19,470
+المنظمة تعمل معهدين من خصائص البروكراسية وتشجيع
+
+155
+00:13:19,470 --> 00:13:22,790
+تمكين العاملين وبناء فرق العالم طب على لا يعني
+
+156
+00:13:22,790 --> 00:13:27,400
+هيئة التكييفية أن احنا نلغي هذا، لأ موجودلكن
+
+157
+00:13:27,400 --> 00:13:30,180
+بانساش عنصر مهم اللي هو عنصر الإنسان اللي هو
+
+158
+00:13:30,180 --> 00:13:33,900
+الموظف اللي هو المرؤوس لازم نشارك لازم نحكي بنحنا
+
+159
+00:13:33,900 --> 00:13:37,740
+لازم يكون عندنا فريق إيش؟ فريق عمل واضح لازم يكون
+
+160
+00:13:37,740 --> 00:13:43,580
+عندي فريق عمل توشر
+
+161
+00:13:43,580 --> 00:13:50,200
+أحنا نشوف مع بعض ممكن يا سميرة يقولنا سؤال عرف
+
+162
+00:13:50,200 --> 00:13:53,860
+المنظمات المتكيفة هي المنظمة condition ولا إيش؟
+
+163
+00:13:56,050 --> 00:14:02,950
+عرفي في المنظمات المتكيفة اللي فيها condition لقي
+
+164
+00:14:02,950 --> 00:14:10,490
+المنظمات اللي منخفضة المركزية أو لمركزية وقواعتها
+
+165
+00:14:10,490 --> 00:14:14,410
+وإجراءاتها غير صارمة صحيح ممتاز اللي هو الكلمة
+
+166
+00:14:14,410 --> 00:14:19,610
+المكتوب ماشي شكرا يا انتي اسلام المقصود بالمنظمات
+
+167
+00:14:19,610 --> 00:14:20,750
+اللي مش متكيفة
+
+168
+00:14:31,690 --> 00:14:36,730
+مالها صارمة أو شديدة هذه على فكرة بتاخد النظام
+
+169
+00:14:36,730 --> 00:14:40,710
+العسكري والمطاق الإشتراك فيش ماله؟
+
+170
+00:14:43,860 --> 00:14:47,100
+طبعا هنا احنا يا خوات في التصميم الميكانيكي بنعتمد
+
+171
+00:14:47,100 --> 00:14:50,840
+على وحدية الأمر او على اللي هي تفضل اللي ده العليا
+
+172
+00:14:50,840 --> 00:14:54,900
+بالقرارات في التصميم العضوي او التصميم التكيف لأ
+
+173
+00:14:54,900 --> 00:14:58,720
+بيكون في عنا مشاركة في اتخاذ ايش القرارات هنا
+
+174
+00:14:58,720 --> 00:15:01,920
+بيكون الوضع رسمي ساعتك و يا باوي و حادث المدير
+
+175
+00:15:01,920 --> 00:15:07,700
+هناك علاقة صداقة و غير رسميةفي التصميم الميكانيكي
+
+176
+00:15:07,700 --> 00:15:11,360
+لا يوجد فريق عمل لأنها سلطة الواحد السلطة الواحدة
+
+177
+00:15:11,360 --> 00:15:15,880
+هناك لا يوجد فريق عمل المهم هنا متخصصة انت متخصصة
+
+178
+00:15:15,880 --> 00:15:19,080
+في شغل معين هناك لأ مش شركة لأن هذولا شرحناها قبل
+
+179
+00:15:19,080 --> 00:15:27,160
+شوية واضح طبعا التصميم الميكانيكي والعضوى الاتنين
+
+180
+00:15:27,160 --> 00:15:33,460
+كانت بحددهم بناء على اللي هي دراسات زي ما جابشويا
+
+181
+00:15:33,460 --> 00:15:35,320
+حكينا لتحديد
+
+182
+00:15:37,140 --> 00:15:41,980
+المهام والصلاحيات هل بقدر أمسك من هنا زي ما قلنا
+
+183
+00:15:41,980 --> 00:15:46,500
+إذا كان القرار استراتيجي مين للمركزية نفتح فرع
+
+184
+00:15:46,500 --> 00:15:49,780
+مثلا للجامعة في الشمال ماينفعش غير لازم نقعد و
+
+185
+00:15:49,780 --> 00:15:54,940
+نعمل دراسة و نشاور بعدين نتاخد القرار بدك تفطر
+
+186
+00:15:54,940 --> 00:15:59,480
+الفلافل ولا فول؟سواء افترضتي هذا و لا هذا لا في
+
+187
+00:15:59,480 --> 00:16:02,360
+خسائر ضخمة ولا في قرار استراتيجي واضح زي ما قلنا
+
+188
+00:16:02,360 --> 00:16:05,800
+لو بدك تتزوج مفهوش تقول انا بتتزوج لأ لازم نقعد أو
+
+189
+00:16:05,800 --> 00:16:09,100
+الوالد أو هذا و ندرس الموضوع و نجمع معلومات بعين
+
+190
+00:16:09,100 --> 00:16:12,280
+التخلق القرار لكن لو بدك تشتري خاتم اشتري مين
+
+191
+00:16:12,280 --> 00:16:20,160
+مسكت؟ إذا المركزية تميل لحصر اتخاذ القرار بيد
+
+192
+00:16:20,160 --> 00:16:22,760
+الإدارة العليا إلا مركزية عكسها
+
+193
+00:16:33,240 --> 00:16:38,580
+هنا عرفنا الاش تصميم التنظيمي وقلنا له اتنين ولاد
+
+194
+00:16:38,580 --> 00:16:43,780
+عضله ميكانيكى رقم اتنين في تصميم المنظمات هنحكي عن
+
+195
+00:16:43,780 --> 00:16:51,580
+الفاعلية التنظيمية أخدنا في زماناتنا اول فصل ايش
+
+196
+00:16:51,580 --> 00:16:59,340
+الفرق بين الفاعلية و الكفاءة فاكرين؟
+
+197
+00:16:59,340 --> 00:17:02,280
+شوف مع بعض؟ مين افضل؟
+
+198
+00:17:04,500 --> 00:17:07,800
+الفعلية زمدكوا جابت في المادة 70% نجحت، مبارك.
+
+199
+00:17:13,200 --> 00:17:16,100
+ماعرفش، عيدي تاني، عيدي تاني.
+
+200
+00:17:25,580 --> 00:17:34,060
+وأعلى إنجاز يعني، أه، طيب، صحيح، طب الفعلية؟
+
+201
+00:17:39,360 --> 00:17:44,400
+كأنك عكستهم عكستهم
+
+202
+00:17:44,400 --> 00:17:49,660
+والله صح زهايمر
+
+203
+00:17:49,660 --> 00:17:54,740
+هذا بيسموه علشان ما
+
+204
+00:17:54,740 --> 00:18:00,440
+بطول بنات حكوا الفعالية هي جودة هم أحيان بصير
+
+205
+00:18:00,440 --> 00:18:04,700
+بينهم لابسة عفكا effective
+
+206
+00:18:04,700 --> 00:18:07,580
+صحيح نشوف إيش كاتبنا اتفضل يا سحر
+
+207
+00:18:13,280 --> 00:18:16,800
+هنا، هنا، هنا، هنا ‏- الفعالية التنظيمية في الأداء
+
+208
+00:18:16,800 --> 00:18:22,920
+العالي والمستمر ‏- في تحقيق يعني ‏- في تحقيق
+
+209
+00:18:22,920 --> 00:18:26,600
+الرسالة والأداء المحددة في نطاق ‏- كيف ننجز أعمال
+
+210
+00:18:26,600 --> 00:18:30,740
+مؤسسة بشكل متميز يعني ‏- حقق ميزة نفسية ‏- ماشي ‏-
+
+211
+00:18:30,740 --> 00:18:35,880
+ما هي المداخل تبع الفعلية التنظيمية عندنا ‏-
+
+212
+00:18:35,880 --> 00:18:39,260
+الإدارة
+
+213
+00:18:39,260 --> 00:18:44,000
+بالأهداف الـ system اللي هي النظاملأنهم العملية
+
+214
+00:18:44,000 --> 00:18:47,340
+الداخلية المكونات الـ Strategy صحيح القيم
+
+215
+00:18:47,340 --> 00:18:53,240
+التبادلية نتعرف عليهم هو
+
+216
+00:18:53,240 --> 00:19:00,660
+مش معرفهم بس احنا نسيبهم من غير تعرفهم و نعرفهم طب
+
+217
+00:19:00,660 --> 00:19:04,760
+يلا اتفضل و اعرفهم ما هو الهدف اتفضل ايه تحقيق
+
+218
+00:19:04,760 --> 00:19:08,940
+غاية معايا هو في عندك هدف و في عندك غرض و في عندك
+
+219
+00:19:08,940 --> 00:19:15,150
+غايةدخلنا في تفاصيل تفاصيل الأهداف طبعا هي مش
+
+220
+00:19:15,150 --> 00:19:18,890
+goals على فكرة هي objective أو aims الأهداف هي
+
+221
+00:19:18,890 --> 00:19:23,350
+النتيجة النهائية التي أسعى الوصول إليها بمجرد
+
+222
+00:19:23,350 --> 00:19:27,250
+تحقيقها تصبح وسيلة بس تخلص الصراكة هتبدأ في
+
+223
+00:19:27,250 --> 00:19:30,990
+الماجستير بس تخلص الماجستير هتبدأ في الرسالة لما
+
+224
+00:19:30,990 --> 00:19:33,030
+تخلصها ده في المدرسة اللي بعد وها كده طول ما احنا
+
+225
+00:19:33,030 --> 00:19:41,520
+عايشين ال system مدخلات وعمليات ومخرجاتنظام يعني
+
+226
+00:19:41,520 --> 00:19:45,720
+مشتقة من تنظيم جاية من نظام أصلاً منظمة جاية من
+
+227
+00:19:45,720 --> 00:19:49,060
+نظام العمليات الداخلية اللي هي إيش طبيعة عمل
+
+228
+00:19:49,060 --> 00:19:54,040
+المؤسسة إذا كانت مستشفى هتكون خدمات صحية جامعة
+
+229
+00:19:54,040 --> 00:19:57,220
+تعليمية اتصالات خدمات اللي هي اتصالات و هكذا
+
+230
+00:19:57,220 --> 00:20:03,080
+المكونات المؤسسة الاستراتيجية أخدناهم قبل ذلك اللي
+
+231
+00:20:03,080 --> 00:20:05,840
+هي الـ SWOT كيف أعمل استراتيجية لمؤسسة
+
+232
+00:20:08,550 --> 00:20:12,810
+القيم المتبادلة، أيش معناه قيم؟ خدناها في ثقافة
+
+233
+00:20:12,810 --> 00:20:19,730
+المؤسسة، ماشي هي المبادئ التي
+
+234
+00:20:19,730 --> 00:20:26,390
+تسعى المؤسسة لمحافظ عليها، قيم المؤسسة بنسميها،
+
+235
+00:20:26,390 --> 00:20:29,670
+طبعا لأن المؤسسة كان عندها هداف واضحةكان عندها
+
+236
+00:20:29,670 --> 00:20:33,630
+نظامها واضح و فاهم أيه شغلها استراتيجيتها .. طبعا
+
+237
+00:20:33,630 --> 00:20:37,330
+الاستراتيجية هنا غير الصوات عندك اللي هي الرؤية و
+
+238
+00:20:37,330 --> 00:20:42,530
+الرسالة و الأهداف واضح؟ و عندها قيم زي ما حكت
+
+239
+00:20:42,530 --> 00:20:45,750
+زمتكوا أخلاق اللي هي المبادئ الناس محافظ عليها هذه
+
+240
+00:20:45,750 --> 00:20:49,350
+المؤسسة بتحقق نجاح اللي هي الفعالية إيش؟ تنظيمية
+
+241
+00:20:49,350 --> 00:20:52,970
+زي شركة ايفون مثلا شركة جوجل عندهم فعالية تنظيمية
+
+242
+00:20:52,970 --> 00:20:57,210
+بمعنى أخوة الشغل مافيه غش مافيه نصب هذا المقصود
+
+243
+00:20:57,210 --> 00:21:02,560
+فيهافي تصميم المنظمة، لدينا الرقم تلاتة اللي هي
+
+244
+00:21:02,560 --> 00:21:07,780
+أجزاء المنظمة الـStrategito،
+
+245
+00:21:07,780 --> 00:21:13,560
+اللي هي القمة الستراتيجية الهيكل الفني، اللي هي
+
+246
+00:21:13,560 --> 00:21:18,000
+الهيكل التفظيمي الكادر المساند، مركز العملية
+
+247
+00:21:18,000 --> 00:21:22,260
+الأساسية الشكل الهدف مش بيذكركم هو معجزة، بس هي
+
+248
+00:21:22,260 --> 00:21:22,660
+سهلة
+
+249
+00:21:25,460 --> 00:21:30,660
+ممتازة، ممتاز، طمّنتوني عليكم، هذا الشكل أيه؟
+
+250
+00:21:30,660 --> 00:21:37,320
+إدارة عليا، إدارة وسط، إدارة الدنيا، ماشي؟ طبعا
+
+251
+00:21:37,320 --> 00:21:38,560
+الإدارة العليا هي اللي تبقى على الخطوات
+
+252
+00:21:38,560 --> 00:21:40,880
+الاستراتيجية، زي ما أخدنا قبلك رأي ورسالة أو هدف
+
+253
+00:21:40,880 --> 00:21:44,300
+تم الاسوات، تبقى لسه توحاكين، إذا كان القرار
+
+254
+00:21:44,300 --> 00:21:49,300
+استراتيجي مركزيةالإدارة الوسطى طبعا بتقدم تقارير
+
+255
+00:21:49,300 --> 00:21:53,880
+وتقدم الدعم واضح والإدارة الدنيا هي اللي بتنفذ هي
+
+256
+00:21:53,880 --> 00:21:57,520
+اللي بتنفذ هذا شيء طبيعي أن يكون أجزاء أي منظمة في
+
+257
+00:21:57,520 --> 00:22:08,300
+العالم إدارة عليا ووسطا ودنيا تابعين معايا؟ هذه
+
+258
+00:22:08,300 --> 00:22:10,840
+مصطلحات موجودة في كل منظمة موجودة عندكم في
+
+259
+00:22:10,840 --> 00:22:15,140
+المؤسسات اللي بتشتغلوا فيها ما هو القسم؟ما هي
+
+260
+00:22:15,140 --> 00:22:22,760
+الوظيفة، ما هو الدول؟ يلّا يا ساحة القسم هو وحدة
+
+261
+00:22:22,760 --> 00:22:25,800
+تتكون من مجموعة من الوظائف أو الشعب دا قاسم
+
+262
+00:22:25,800 --> 00:22:32,040
+المسئولية لإنتاج سلع أو خدمات محددة هاي المدير
+
+263
+00:22:32,040 --> 00:22:39,460
+العام، عالى، بنقولش أنه قسم، لأ، هدي ده العليا،
+
+264
+00:22:39,460 --> 00:22:42,720
+لكن بنيجي نقش بنقول قسم التسويق
+
+265
+00:22:45,760 --> 00:22:54,600
+قسم الانتاج اللي هو مصنع قسم الأفراد ما
+
+266
+00:22:54,600 --> 00:22:58,860
+المقصود بال division أو القسم؟ هي واحدة اللي هي
+
+267
+00:22:58,860 --> 00:23:02,280
+هذه تتكوّن مجموعة من الوظائف؟ يعني احنا نيجي هنا
+
+268
+00:23:02,280 --> 00:23:05,700
+نقول مبيعات
+
+269
+00:23:05,700 --> 00:23:10,280
+ترويج
+
+270
+00:23:10,280 --> 00:23:12,760
+ماشي
+
+271
+00:23:14,130 --> 00:23:18,870
+تسعير مثلًا إذاً هي عبارة عن مجموعة من الوظائف أو
+
+272
+00:23:18,870 --> 00:23:25,230
+الشعب تتقاسم مسئولية هذا القسم للوصول لهدفه طبعًا
+
+273
+00:23:25,230 --> 00:23:28,470
+قسم التسويق له هدف كيف هيحققه عن طريق إيش الأقسام
+
+274
+00:23:28,470 --> 00:23:35,090
+الصغيرة يعني زي أن أب ابن حفيد هذا الأب وهذا ابن
+
+275
+00:23:35,090 --> 00:23:38,410
+وهذا الحفيد إذا ما هو القسم أو قسم مجموعة من
+
+276
+00:23:38,410 --> 00:23:45,710
+الوظائفأو مجموعة من الشعب نفس الكلمة بتوزع بعضها
+
+277
+00:23:45,710 --> 00:23:49,170
+المسئوليات و الصلاحيات لحتى تتحقق هدف ايش؟ هدف
+
+278
+00:23:49,170 --> 00:23:56,010
+القسم هنا ما هو قسم الأفراد اللي بيشتغلوا في شغل
+
+279
+00:23:56,010 --> 00:24:04,150
+موظفين ايش في عندنا؟ رواتب قسم الرواتب قسم العلوات
+
+280
+00:24:04,150 --> 00:24:09,270
+والترقيات قسم
+
+281
+00:24:09,270 --> 00:24:17,660
+الإجازاتمالهم دولة تلاتة يا اسلام؟ عبارة عن وظائف
+
+282
+00:24:17,660 --> 00:24:22,480
+أو شعب بتوزع مسئولية الأفراد لحد تياشي تم تحقيق
+
+283
+00:24:22,480 --> 00:24:28,640
+تبعها هذا هو أياش القسم أو ال division ده
+
+284
+00:24:28,640 --> 00:24:33,100
+مجموعة من الوظائف أو الشعب نفس الكلمة طب ما هي ال
+
+285
+00:24:33,100 --> 00:24:39,330
+function أو الوظيفة؟ ما هي الوظيفة؟الان انت موظفة
+
+286
+00:24:39,330 --> 00:24:44,250
+في قسم المبيعات، اش يعني؟ وظيفة موظف، اش يعني؟
+
+287
+00:24:44,250 --> 00:24:48,590
+ممتاز،
+
+288
+00:24:48,590 --> 00:24:55,270
+الوظيفة هي وحدة فرعية متكونة من اه، اذا هنيجي هنا،
+
+289
+00:24:55,270 --> 00:25:02,730
+بس نغير اللون، في قسم المبيعات عندنا تلات موظفين،
+
+290
+00:25:02,730 --> 00:25:09,760
+محمد، أحمد، مصطفىلأن الوظيفة هي مجموعة من الأفراد
+
+291
+00:25:09,760 --> 00:25:14,240
+يعملونا مع بعض بيكون عندهم نفس المهارات لحتى
+
+292
+00:25:14,240 --> 00:25:20,320
+يحققوا هدف القسم ومن ثم المؤسسة تقوى في أخت أو في
+
+293
+00:25:20,320 --> 00:25:23,000
+أخوات حكوا أنهم عندهم نطاق اشرف سبعة أو تلاتة او
+
+294
+00:25:23,000 --> 00:25:27,340
+اتنين مين الموظفين اللي بتشرف عليهم؟ معلمات مشرفة
+
+295
+00:25:27,340 --> 00:25:30,920
+تربوية مشرفة تربوية لما نقول معلمات إيش بيجي ع
+
+296
+00:25:30,920 --> 00:25:35,000
+بالك؟ مجموعة من الأفراد بيمتلكوا نفس المهارات
+
+297
+00:25:35,000 --> 00:25:40,570
+مشرفة تربوية أي مادةمنفع تشرف على عربي؟ على
+
+298
+00:25:40,570 --> 00:25:44,450
+العلوم؟ هذا المقصود بالوظيفة مجموعة من الأفراد
+
+299
+00:25:44,450 --> 00:25:48,250
+بيشتركوا في نفس إيش؟ المهارات زي ما نقول قسم إدارة
+
+300
+00:25:48,250 --> 00:25:51,430
+الأعمال في الجامعة معناها كل الأساس زي إدارة أعمال
+
+301
+00:25:51,430 --> 00:25:56,670
+مش حالة يجي واحد ماهوش علاقة واضح؟ تفضلي السابعة؟
+
+302
+00:25:56,670 --> 00:26:02,150
+تلاتة تلاتة؟ inspection of construction materials؟
+
+303
+00:26:02,150 --> 00:26:08,410
+فحث موادك؟ في واحد ماهوش علاقةكهربائي ولا سباك؟ لأ
+
+304
+00:26:08,410 --> 00:26:11,550
+طبعا .. ممتاز، هذا المقصود بالوظيفة، تفضلي ..
+
+305
+00:26:11,550 --> 00:26:17,870
+مناسقين مشاريع .. هؤلاء المهندسين و لا إيش؟ خاصات
+
+306
+00:26:17,870 --> 00:26:22,990
+مختلفة يعني، منهم مهندسين، منهم ..هي تخصيصاتهم
+
+307
+00:26:22,990 --> 00:26:26,250
+مختلفة لكن عندهم نفس المهارات في تنسيق المشاريع،
+
+308
+00:26:26,250 --> 00:26:29,450
+ممتاز، ساحة الشغل ولا لسه؟ ماشي ان شاء الله، إذا
+
+309
+00:26:29,450 --> 00:26:32,110
+الوظيفة مجموعة أفراد عندهم نفسه إيش؟ المهارات، زي
+
+310
+00:26:32,110 --> 00:26:34,950
+لما تروحي على قسم الأطباء، كل جايين أطباء، لما
+
+311
+00:26:34,950 --> 00:26:37,070
+يقولوا لكوا أنت أطباء لأطفال، خلاص تخصصهم أطباء
+
+312
+00:26:37,070 --> 00:26:44,250
+لأطفال، أخر حاجة الدور، إذا بدأنا عام، أقل عمومية،
+
+313
+00:26:44,250 --> 00:26:48,070
+خلاص، أضيق حاجة، إيش دور محمد في الشغل؟ محمد هل
+
+314
+00:26:48,070 --> 00:26:55,150
+التحدث، تفضلي اقرأ أيه؟يا هناء مجموع المهام تتعلق
+
+315
+00:26:55,150 --> 00:26:58,950
+في ما بينهما تتطلب سلوب معين مفترض الفرد اللي تأهد
+
+316
+00:26:58,950 --> 00:27:07,530
+و تأهب مثلا محمد إيش دوره؟ ما هو دورك؟ اللي هو يا
+
+317
+00:27:07,530 --> 00:27:12,470
+أخوات الوصف الوظيفي يعني هو جاعد ورا المكتب إيش
+
+318
+00:27:12,470 --> 00:27:16,110
+بيسوي؟ هو واجف إيش بيسوي؟ إذا الدور هو المهام اللي
+
+319
+00:27:16,110 --> 00:27:20,510
+مطلوبة منك تشتغلي فيهايعني زمانكوا بتحكي أنا مشرفة
+
+320
+00:27:20,510 --> 00:27:28,050
+تربوية على مصاق اللغة الإنجليزية، إيش بتسوي؟
+
+321
+00:27:28,050 --> 00:27:35,990
+المتابعة، المتابعة، الانشطة،
+
+322
+00:27:35,990 --> 00:27:41,470
+التقييم قبل النشاط و بعد النشاط، تقييم الطلاب قبل
+
+323
+00:27:41,470 --> 00:27:43,710
+ما يدخلوا عندنا ال course و بعد ما يدخلوا عندنا ال
+
+324
+00:27:43,710 --> 00:27:43,790
+course
+
+325
+00:27:47,300 --> 00:27:50,740
+هي تلات أدوار اتزام بقانون المؤسسة عدم تأخير يعني
+
+326
+00:27:50,740 --> 00:27:55,080
+عدم التأخير عدم المبالغة في أخذ الإجازات أه
+
+327
+00:27:55,080 --> 00:27:58,640
+التلميذ ولا المعلم المعلم نفسه أه فيه مثلا عدد
+
+328
+00:27:58,640 --> 00:28:01,240
+معايا من أيام المتحرة وياخد فيها إجازة لأوقات
+
+329
+00:28:01,240 --> 00:28:06,940
+ضارعة أه مثلا اتزام ومواعيد الحصاص صحيه، إذن هذا
+
+330
+00:28:06,940 --> 00:28:12,000
+دورك، تفضل زميلتها، مهندسة؟ أول شي ده من إحصائية
+
+331
+00:28:12,000 --> 00:28:15,420
+عدد المشاريع إحصائية عدد المشاريع، هذا دورها؟
+
+332
+00:28:18,740 --> 00:28:24,620
+اتراق بالمواد؟ ‏- في شركات عالمية. ‏- أه. ‏- يمكن
+
+333
+00:28:24,620 --> 00:28:27,700
+بعدها تقارير الشمالية. ‏- إذن هذا الوصف الوظيفي
+
+334
+00:28:27,700 --> 00:28:31,960
+تبعك، ممتاز. أسلام، عفوان. ساميرا؟ ‏- طبعا
+
+335
+00:28:31,960 --> 00:28:36,380
+المتابعة في عمل المشاهدين، مثلا الـFantasy،
+
+336
+00:28:36,380 --> 00:28:43,320
+الـJantaba، متابعة، إشراف، شاركة معاها، وزيارة. ‏-
+
+337
+00:28:43,320 --> 00:28:44,960
+ممتاز.
+
+338
+00:28:46,800 --> 00:28:50,020
+إذن دول مجموعة المهام اللي بتخليني أنجز الوظيفة
+
+339
+00:28:50,020 --> 00:28:53,420
+اللي أنا مطلوبة مني لحتى انحقق أهداف القسم ومتم
+
+340
+00:28:53,420 --> 00:28:58,850
+أهداف مش مؤسسةإذا تم تحقيق الدور معناها الوظيفة
+
+341
+00:28:58,850 --> 00:29:03,230
+اتحققت معناها القسم شماله حقق أهداف إذا القسم
+
+342
+00:29:03,230 --> 00:29:07,950
+مجموعة وظائف ماشي الوظائف مجموعة مهارات أو مجموعة
+
+343
+00:29:07,950 --> 00:29:11,250
+أفراد مش شركين في مهارات اللي هم دور معين الدور هي
+
+344
+00:29:11,250 --> 00:29:15,070
+المهمة المطلوبة منك هي إيش؟ المهمة أو ال task
+
+345
+00:29:15,070 --> 00:29:20,670
+المطلوب مني أشتغل فيه واضحين ولا عيدهم؟ عيدهم
+
+346
+00:29:20,670 --> 00:29:22,810
+سهلين ان شاء الله
+
+347
+00:29:27,010 --> 00:29:29,590
+طبعا هذه احنا حافظينا ازاي اسمها انا؟ ما هي انواع
+
+348
+00:29:29,590 --> 00:29:36,890
+الوظائف نرجع تاني بيقولنا الوظائف فيها زي هنا وحدة
+
+349
+00:29:36,890 --> 00:29:41,810
+فرعية تابعة لقسم معين افراد
+
+350
+00:29:41,810 --> 00:29:46,010
+عندهم نفس الاش المهارات نشوف ايش انواع الوظائف
+
+351
+00:29:46,010 --> 00:29:48,310
+اللي الموظفين اللي فيها بيكون عندهم نفس الاش
+
+352
+00:29:48,310 --> 00:29:55,990
+المهارات تفضل يا إسلام ممتاز
+
+353
+00:29:55,990 --> 00:30:01,340
+ممتازالأنشطة المختلفة وهي موجودة في مختلف
+
+354
+00:30:01,340 --> 00:30:04,320
+المستويات الإدارية كل مستويات الإدارة لازم يكون
+
+355
+00:30:04,320 --> 00:30:06,700
+فيها وظائف إيش إدارة اللي هي التخطيط والتنظيم
+
+356
+00:30:06,700 --> 00:30:11,340
+والتوجيه ورقم وظائف التكييف adaptive function
+
+357
+00:30:11,340 --> 00:30:16,240
+وظائف تمكن المنظمة من مجارات التغييرات في البيئة
+
+358
+00:30:16,240 --> 00:30:20,860
+الخارجية اللي هي المرونة اللي هي إيش المرونة وظائف
+
+359
+00:30:20,860 --> 00:30:24,180
+الصيانة والتباد maintenance functions هي الوظائف
+
+360
+00:30:24,180 --> 00:30:28,060
+التي تمكن المنظمة من استمرارية عمل أقسمةاللي هي
+
+361
+00:30:28,060 --> 00:30:32,320
+علاج المشكلات أي مشكلة مثلا الكمبيوتر صار فيه
+
+362
+00:30:32,320 --> 00:30:34,880
+مشكلة الكهرب جاطع عن المبنى لازم مع طول نصلحها
+
+363
+00:30:34,880 --> 00:30:39,520
+لحتى نقدر نعمل في المؤسسة واحدة فيه قراي حساري و
+
+364
+00:30:39,520 --> 00:30:45,960
+تخطيط قلب ماعلش الكهرب جاطع الجهاز عطلان واضح أن
+
+365
+00:30:45,960 --> 00:30:50,140
+الشغل واجف إذن الصيانة والتباد اللي هي معناها أنه
+
+366
+00:30:50,140 --> 00:30:54,580
+ضمان السمرية للعمل هذه الشيء هندسية أكتر
+
+367
+00:30:54,580 --> 00:30:59,120
+الكترينيات أكتروضعه في التكييف اللي هو المرونة
+
+368
+00:30:59,120 --> 00:31:08,600
+ماشي صار حرب الطلبة أجزوا هل معناها أن المدرسة
+
+369
+00:31:08,600 --> 00:31:12,260
+تتأخر في منهج الدراسي؟ لأ هل معناها أن المدرسة ما
+
+370
+00:31:12,260 --> 00:31:15,940
+تخلصش في الوقت المحدد؟ لأ بنشتغل ضمن الخطة الطوارئ
+
+371
+00:31:15,940 --> 00:31:20,600
+واضح لحد كل شيء ماشي تماموضع فدارية المعروفة هذه
+
+372
+00:31:20,600 --> 00:31:24,700
+طبعا وضع فدارية لوجستية شوية مش زي الصيانة والتباد
+
+373
+00:31:24,700 --> 00:31:33,020
+اللي هي تخطيط والتنظيم والتوجيه والرقم برضه
+
+374
+00:31:33,020 --> 00:31:40,410
+مصطلحات في تصميم المنظمة تفضلي اللاب سابونيريما،
+
+375
+00:31:40,410 --> 00:31:43,270
+ماشي يا auntie تكييف المتبادل match والـ
+
+376
+00:31:43,270 --> 00:31:46,910
+adaptation ممتازة العملية التي تتمتز خلال استخدام
+
+377
+00:31:46,910 --> 00:31:52,110
+الأفراد الحكم بدلًا من المقاييس والقواعد والأعراف
+
+378
+00:31:52,110 --> 00:31:56,710
+لحل مشكلة معينة الأن جهاز اللابتوب عندك في الشغل
+
+379
+00:31:56,710 --> 00:32:01,210
+وقف احنا بتقفتنا بدل ما أقول الو يا صيانة تعصلحه
+
+380
+00:32:01,210 --> 00:32:07,200
+أنا بجهاز بصلحه يا بخرب بيته خلاص يا بصلحهإذا
+
+381
+00:32:07,200 --> 00:32:10,740
+التكييف المتبادل معناها إنه أنا أحاول أحل المشاكل
+
+382
+00:32:10,740 --> 00:32:14,840
+عن طريق الأفراد بعد ذلك نمشي في الأساليب التقليدية
+
+383
+00:32:14,840 --> 00:32:20,580
+نين التقييد standardization المطابقة مع موقف معين
+
+384
+00:32:20,580 --> 00:32:23,680
+من خلال تحديد مجموعة من القواعد والأعراف التي
+
+385
+00:32:23,680 --> 00:32:27,100
+تعتبر ملائمة لموقف معين هذا إيه لها علاقة بالرقابة
+
+386
+00:32:27,100 --> 00:32:31,320
+يا أخواتي والتقييم؟ مطابقة موقف معين بقواعد
+
+387
+00:32:31,320 --> 00:32:36,040
+المهسرة بمعنى إسلام إجت متأخر اليوم عن الشغل كيف
+
+388
+00:32:36,040 --> 00:32:42,550
+نصدر؟اتخدنا قرار تاني يوم إجت سميرة نفس الموقف ليش
+
+389
+00:32:42,550 --> 00:32:45,290
+أقعد أفكر بتاخد نفس القرار و هكذا هذا المقصود فيها
+
+390
+00:32:45,290 --> 00:32:49,830
+تلقتها التمايز differentiation المدى التي يمكن أن
+
+391
+00:32:49,830 --> 00:32:54,270
+يتم في تجزئة المنظمة إلى وحدات فرعية أصغر و يزداد
+
+392
+00:32:54,270 --> 00:32:57,450
+التمايز بزيادة عدد المستويات الإدارية و عدد
+
+393
+00:32:57,450 --> 00:33:01,030
+الوظائف و الإتقاب و الانتشار الجمهوري باش بذكركوا
+
+394
+00:33:01,030 --> 00:33:09,060
+التمايز لازم توشر حينها انها يكمل برنامجهو اسمه
+
+395
+00:33:09,060 --> 00:33:14,940
+الهيكل التنظيمي يعني طب قولنا انه ضيق للشراف عدد
+
+396
+00:33:14,940 --> 00:33:18,680
+الأفراد اللي بتشرفي عليهم ماشي قولنا أما يكون ضيق
+
+397
+00:33:18,680 --> 00:33:23,060
+أو واسع لما يكون واسع معناه أنه هناك بتشرف على
+
+398
+00:33:23,060 --> 00:33:27,440
+عشرين تلاتين واضح؟ لما يكون ضيق معناه تلاتة أربع
+
+399
+00:33:28,310 --> 00:33:30,550
+إذن واضح إن أحنا قسمنا المؤسسة لوحدات إيش؟
+
+400
+00:33:30,550 --> 00:33:33,910
+الصغيرة، نفس الرسم اللي كانت هنا، المدير العام
+
+401
+00:33:33,910 --> 00:33:38,150
+عليه، قسم التسويق أحمد ومحمد ومصطفى، إذا نكون
+
+402
+00:33:38,150 --> 00:33:41,630
+معانا بنقسم إيش؟ زي ما حكينا، الجد، الأب، الإبن،
+
+403
+00:33:41,630 --> 00:33:46,010
+الهفيد، بقسم المنظمة لمستويات إيش؟ أقل، أخر واحد
+
+404
+00:33:46,010 --> 00:33:50,290
+تذكر عمل integration، عملية التنسيق بين ثلاث
+
+405
+00:33:50,290 --> 00:33:55,750
+المهام والوظائف والأقسام، بحيث تعمل مع بعضهالما
+
+406
+00:33:55,750 --> 00:33:59,850
+نقول إسلام بتشتغل في قسم المالية معناها إسلام
+
+407
+00:33:59,850 --> 00:34:04,690
+مايلها علاقة بالتسويق اللي قاعد في التسويق سميرة،
+
+408
+00:34:04,690 --> 00:34:08,470
+خلاص هذا شغل سميرة، إذا التكامل معناه أنه تنسيق
+
+409
+00:34:08,470 --> 00:34:11,610
+وليس تضارب، مايكونش فيه تضارب في الوظائف، اتنين
+
+410
+00:34:11,610 --> 00:34:16,050
+بيعملوا نفس الشغل، وفيه شغل مثلك لأ، التكامل معناه
+
+411
+00:34:16,050 --> 00:34:20,510
+أن خطوط السلطة والصلاحيات والمهام المطلوبة مني
+
+412
+00:34:20,510 --> 00:34:25,460
+واضحة، واضح؟ مايكونش فيه تعارضمايكونش فيه
+
+413
+00:34:25,460 --> 00:34:28,560
+ازدواجية، هذا اسمه إيش؟ اسمه .. إنت كام، شكرا يا
+
+414
+00:34:28,560 --> 00:34:33,180
+انتي، إذا تفضلي، ما المقصود بالتكيف المتبادل؟
+
+415
+00:34:33,180 --> 00:34:35,760
+العملية التي تمت لنسبالنا أفراد .. شوف يا انتي لو
+
+416
+00:34:35,760 --> 00:34:38,840
+تعطينا من فهمك أفضل ما تعطينا مصطلحات هيك ترتيب
+
+417
+00:34:38,840 --> 00:34:45,940
+لغة عربية، عندك مشكلة أنا بوظف دول الأفراد، هم
+
+418
+00:34:45,940 --> 00:34:50,120
+يقوموا المهام بتلك يعني، هم نفسهميتكيفوا مع هذه
+
+419
+00:34:50,120 --> 00:34:52,840
+المهادة لأن أنا أقول دايما قواعد و قواعد و أعراب
+
+420
+00:34:52,840 --> 00:34:55,920
+ثم هدول نفسي نستنضب القواعد و القواعد و الأعراب و
+
+421
+00:34:55,920 --> 00:34:59,780
+يتكيفوا معاها و يقلبوا بصراحة هذه مش مؤسسة خضبة
+
+422
+00:34:59,780 --> 00:35:05,700
+المؤسسة كلامك ماهوش علاقة لما أخدنا مثال اللابتوب
+
+423
+00:35:05,700 --> 00:35:09,960
+لو خضب إحنا إش بنساوي في إيه؟ بنعمله سيامة ما أنا
+
+424
+00:35:09,960 --> 00:35:14,320
+عارف هو أنتي كنتي معانا ولا سرحانا؟ لأ سرحانا
+
+425
+00:35:14,320 --> 00:35:16,260
+مافيش كنا نتفكر إيه؟ قرار استراتيجي
+
+426
+00:35:22,850 --> 00:35:27,690
+كموظف، حتى لو خرش تخصصك، زي مخدنة META البسيطة،
+
+427
+00:35:27,690 --> 00:35:32,190
+لابتوبك في الشغل خرب، جبت مقالورة صيانة، إيش
+
+428
+00:35:32,190 --> 00:35:36,250
+حكينا، من جدب إحنا نهندس فيه شويةزبط، زبط، ما زبطش
+
+429
+00:35:36,250 --> 00:35:38,550
+بنكلم الصيانة، ده المقصود بالتكيف المتبادل، إن
+
+430
+00:35:38,550 --> 00:35:41,770
+أتيح الفرصة للأفاضي، يحلوا المشاكل قبل اتصال
+
+431
+00:35:41,770 --> 00:35:45,190
+بالمسؤولين الحقين عن حالها واضح يا auntie؟ انت
+
+432
+00:35:45,190 --> 00:35:47,750
+دلوقتي جوالك معلق، مش على طول بتروحي على المبرمج
+
+433
+00:35:47,750 --> 00:35:51,090
+ولا على محل صيانة، لأ، بتهنسي فيه شوية، فك
+
+434
+00:35:51,090 --> 00:35:53,970
+البطارية، و ركب و اطلع و انزل، يا بالجيب يا جل و
+
+435
+00:35:53,970 --> 00:35:59,390
+يا بالصحي، واضح يا auntie؟ عيدها؟ ابعدوا شوية عن
+
+436
+00:35:59,390 --> 00:36:04,810
+نصوص التعريفات، هذه الكلام الجافةشو كان يوانتي دي
+
+437
+00:36:04,810 --> 00:36:08,650
+ما هو التقييز؟ التقييز ان انا يكون مثلا اختارت اني
+
+438
+00:36:08,650 --> 00:36:13,150
+case قبلها زي ايش case؟ يعني مثلا في كان .. احنا
+
+439
+00:36:13,150 --> 00:36:17,290
+ايش؟ قولنا اسلام غابة ولا ضايلة؟ اه انت .. انت
+
+440
+00:36:17,290 --> 00:36:20,870
+قاعدة .. اللي عايزاها يعني، لأ ماتحديش نفسي اتفضل
+
+441
+00:36:20,870 --> 00:36:23,490
+احكينا عن ال case تبعك ال case مثلا كثير عندي
+
+442
+00:36:23,490 --> 00:36:28,470
+مشكلة بالشغل مثلا اجا أسمنت خربان، كيف انا اتصرف
+
+443
+00:36:28,470 --> 00:36:32,270
+فيه؟ اه في أسمنت مضروب اه اجا مضروب مخالف للمعصفات
+
+444
+00:36:33,440 --> 00:36:37,620
+فاحنا يعني اتقمت لأ بطريقة معينة اتقررت انت .. طب
+
+445
+00:36:37,620 --> 00:36:41,460
+مش هذي خسارة؟ ليش ما رجعتوا؟ لأ في عندنا قوانين
+
+446
+00:36:41,460 --> 00:36:45,860
+سياسات ممنوعة احنا نتصرف للإسماد مش هو إيه الإسماد
+
+447
+00:36:45,860 --> 00:36:49,860
+مخالف للمواصفات؟ مخالف للمواصفات رجعوا للمورد لازم
+
+448
+00:36:49,860 --> 00:36:52,620
+نفعل رجعة لازم نجيبهم إلى استراليا لازم نجيبهم إلى
+
+449
+00:36:52,620 --> 00:36:56,760
+أستراليا طب مين بتحمل خسارة؟ هو بتحمل خسارة اه هو
+
+450
+00:36:56,760 --> 00:37:02,440
+مين؟ المورد لكن مابنعطييا كمان برجعكوا فلوسكوا؟
+
+451
+00:37:03,210 --> 00:37:08,150
+مننا غير اه الان جاب غيره، ضال عندكوا الكمية
+
+452
+00:37:08,150 --> 00:37:11,730
+الفاسدة؟ الكمية الفاسدة هي تثبت بطريقة معينة انه
+
+453
+00:37:11,730 --> 00:37:15,690
+ماتروحش لحد انتوا بتدفوها معرفتكم، ولا بتبيعوها
+
+454
+00:37:15,690 --> 00:37:23,210
+لحسابكوا الخاص؟ Corruption Corruption،
+
+455
+00:37:23,210 --> 00:37:27,050
+فساد يعني اتكررت هذا مرة تانية اللي هو مرة تانية
+
+456
+00:37:27,050 --> 00:37:31,930
+جاب بضعف فاسدة؟ممتاز، مش عايزش تفكر إيش أسوي،
+
+457
+00:37:31,930 --> 00:37:35,210
+ماحنا المرة الماضية أتصرفنا زي مثلا أخت عندها baby
+
+458
+00:37:35,210 --> 00:37:39,050
+درجة حرارته مرتفعة عملتله كامدات ميه وهذا نزلت
+
+459
+00:37:39,050 --> 00:37:41,990
+خلاص، بعدين إيشده درجة حرارة تانية، نفس الجثة، هذا
+
+460
+00:37:41,990 --> 00:37:47,030
+المقصود بليه إيش؟ اللي هو التقييس شكرا يا auntie
+
+461
+00:37:47,030 --> 00:37:52,120
+أستاذة سحر ما المقصود بالتمنيزوهي عبارة عن تجسيء
+
+462
+00:37:52,120 --> 00:37:55,280
+التعامل الأفراد من المنظمة إلى أقسام أو المنظمة
+
+463
+00:37:55,280 --> 00:37:59,860
+إلى أقسام والأقسام إلى أفراد ممتاز وظائف، أيوة،
+
+464
+00:37:59,860 --> 00:38:03,740
+المهارات، إذن تقسيم الكل لجزء لجزء لجزء لغاية ما
+
+465
+00:38:03,740 --> 00:38:05,800
+نوصل لآخر حاجة، شكرا يا نانتي، سميرة ما هو
+
+466
+00:38:05,800 --> 00:38:08,880
+التكامل؟ التكامل هو التنسيق بين أفراد ال ..
+
+467
+00:38:08,880 --> 00:38:11,720
+التنسيق بين الوظائف، بين الأقسام، بين الأفراد،
+
+468
+00:38:11,720 --> 00:38:16,040
+بحيث أنه مايصيرش حنا تعارض أو ازدواجية، هاتي أنت
+
+469
+00:38:16,040 --> 00:38:22,780
+التعريف من فهمك، مش عايزين داش الكلام هذاعوامل
+
+470
+00:38:22,780 --> 00:38:28,540
+موقفية خدناها قبل هيك زي ما توحكت زمانكن هو الـ
+
+471
+00:38:28,540 --> 00:38:31,520
+action اللي ممكن نحن نتعرض له ما هو وقت العوامل
+
+472
+00:38:31,520 --> 00:38:35,580
+الموقفية على تصميم المؤسسة؟ إيش العوامل الموقفية
+
+473
+00:38:35,580 --> 00:38:40,020
+اللي ممكن تحصل عنها؟ مين ما جاوب، تفضلي إحنا
+
+474
+00:38:40,020 --> 00:38:41,860
+بنستناكي عشان أتجاوبك
+
+475
+00:38:44,410 --> 00:38:47,430
+اما يكون الموقف جاي من الاستراتيجية نفسه بمعنى ان
+
+476
+00:38:47,430 --> 00:38:50,790
+احنا حاطة رؤية او رسالة .. الرسالة طبعا محسومة لأن
+
+477
+00:38:50,790 --> 00:38:54,050
+هي سبب وجودي أحيانا مثلا عندي خالد في تصميم الرؤية
+
+478
+00:38:54,050 --> 00:38:58,030
+أو الأهداف حاسيت الأهداف مبالغ فيها شوية ممكن أعيد
+
+479
+00:38:58,030 --> 00:39:02,230
+النظر فيها، تفضلي البيئة زي ما حكينا قبل شوية
+
+480
+00:39:02,230 --> 00:39:05,810
+جامعة حرب، صار إضراب، ارتفعت أساس، صرف، نزلت، كيف
+
+481
+00:39:05,810 --> 00:39:09,270
+المؤسسة بتمشي ومورها؟ زي ما أخدنا نظام المدرسة لو
+
+482
+00:39:09,270 --> 00:39:12,650
+أنه صار حرب، المدرسة لا يعني أن هي تتأخر عن موعد
+
+483
+00:39:12,650 --> 00:39:17,810
+انهطبعاً كل ما تدخلت دورات تكنولوجيا أكتر المفروض
+
+484
+00:39:17,810 --> 00:39:23,050
+أنا أستخدمها أدخلها أكتر، واضح؟ حجم المنظمة؟ طبيعي
+
+485
+00:39:23,050 --> 00:39:26,010
+تصميم منظمة صغنونة، عجد الحال، يعني مشروع عجدك،
+
+486
+00:39:26,010 --> 00:39:30,090
+غير حاجة ضخمة، تفضلي دورة حياة المنظمة؟ شرحناها
+
+487
+00:39:30,090 --> 00:39:36,410
+قبل ليك دورة حياة المنظمة؟ Life Circle، مرت علينا؟
+
+488
+00:39:36,410 --> 00:39:44,310
+مين بعرفها؟ اللي هو ال .. بداية التطور، بعدين ..
+
+489
+00:39:52,020 --> 00:39:58,800
+أيوة ممتاز قولنا زي شركة ايفون زهاي ماريا انتي اه
+
+490
+00:39:58,800 --> 00:40:03,520
+إذا ماخدتش بالها هتنحدث زي شركة نوكيا أنا وان في
+
+491
+00:40:03,520 --> 00:40:07,980
+هدول ليش لإن التصميم مختلف لما نكون في النضج طبعا
+
+492
+00:40:07,980 --> 00:40:09,640
+هذا النضج بس بالهندي معلش
+
+493
+00:40:14,960 --> 00:40:17,580
+تصميم المنظمة في المدرسة غير لما نكون في مرحلة إيش
+
+494
+00:40:17,580 --> 00:40:21,800
+البداية لسه بنقدم في حالنا للسوق شكرا يا عنتي
+
+495
+00:40:21,800 --> 00:40:27,440
+الخيارات الستراتيجية اللي هي بتساعدنا على اتخاذ
+
+496
+00:40:27,440 --> 00:40:31,840
+قرارات ناصرية الأصل إنه هي تخيلنا ننجح تخيلنا إيش؟
+
+497
+00:40:31,840 --> 00:40:37,020
+ننجح مثلا شركة ايفون اتخذت قرار إنها تركب في
+
+498
+00:40:37,020 --> 00:40:41,320
+الجوال تلات كاميرات هذا قرار استراتيجيسؤال هل
+
+499
+00:40:41,320 --> 00:40:46,100
+المستهلك هيشتري الجهاز هذا و يبدي رضاه و لا ناكسه
+
+500
+00:40:46,100 --> 00:40:49,540
+نبدأ نسحب من السوق واضح ؟ إذا الخيارات
+
+501
+00:40:49,540 --> 00:40:52,580
+الاستراتيجية معناها أنها قاتل استراتيجية مصيرية
+
+502
+00:40:52,580 --> 00:40:59,200
+ممكن تنجح و ممكن تفشل في إيد ميلاد شركة Coca Cola
+
+503
+00:40:59,200 --> 00:41:05,140
+عارفين ال Coca Cola؟ في إيد ميلادها التسعين ماشي
+
+504
+00:41:05,140 --> 00:41:11,340
+قعدوا سنتين يعملوا دراساتفقالوا يا جماعة احنا لازم
+
+505
+00:41:11,340 --> 00:41:17,760
+ننزل منتج جديد اسمه New Cola وبلاش المنتج Coca
+
+506
+00:41:17,760 --> 00:41:22,560
+Cola اللي موجود الآن تشوف الكلام هذا زمان طبعا هذا
+
+507
+00:41:22,560 --> 00:41:28,880
+كان في 1900 و حاجة لما
+
+508
+00:41:28,880 --> 00:41:34,300
+نزل New Cola يوم الاحتفال يبيل 90 عاما على افتتاح
+
+509
+00:41:34,300 --> 00:41:38,460
+Coca Cola نزلوا المنتج الجديد وصاروا يسحبوا في هذا
+
+510
+00:41:39,390 --> 00:41:43,850
+اتفاجأوا هنا القرار الخطأ كان ان الناس رفضت ال new
+
+511
+00:41:43,850 --> 00:41:48,210
+cola وصارت بدها ال Coca Cola إذا هل أحقق خسارة
+
+512
+00:41:48,210 --> 00:41:52,750
+بملايين الدولارات خسارة بملايين إيش الدولارات إذا
+
+513
+00:41:52,750 --> 00:41:57,750
+مش كل قرار بالتجديد بنجح مش كل قرار شماله بنجح
+
+514
+00:41:57,750 --> 00:42:03,810
+ممكن تتفاجأي بردد فعل الناس مش عايزينههذا ميطال
+
+515
+00:42:03,810 --> 00:42:05,910
+على إيش؟ على الخيارات ال استراتيجية إن هم اتخذوا
+
+516
+00:42:05,910 --> 00:42:08,910
+قرار ينزلوا مشروبه بطعم آخر تفاجأوا الناس بتهاشيها
+
+517
+00:42:08,910 --> 00:42:14,310
+ماحدش عاجبه هم عايزين المشروب الأصلي اللي إحنا
+
+518
+00:42:14,310 --> 00:42:17,570
+اتعودنا عليه فهذا بنسميه خيار استراتيجي بالنسبالي
+
+519
+00:42:17,570 --> 00:42:21,770
+كوكاكولا كان شماله فاشل، كان فاشل إذا إيش العرامة
+
+520
+00:42:21,770 --> 00:42:31,310
+اللي بتأثر على تصميم المنظمة IS لا؟ فيه
+
+521
+00:42:31,310 --> 00:42:36,380
+ما يوحدة صعبة نجاحهاخُد بالك الأمطلة هي بتبسط إيش؟
+
+522
+00:42:36,380 --> 00:42:49,640
+المادة، الأمطلة بتبسط المادة عشان
+
+523
+00:42:49,640 --> 00:42:53,240
+نربط ال slide في بعضه، توا حاكيني عن التمايز،
+
+524
+00:42:53,240 --> 00:42:59,000
+واضح؟ بيقولوا اللي هو تصغير، تصغير، تصغير إيش
+
+525
+00:42:59,000 --> 00:43:00,540
+مصادر الإختلاف؟
+
+526
+00:43:02,620 --> 00:43:08,460
+أو التمايز نشوف مع بعض يالا اسمينا التوجه الزمني
+
+527
+00:43:08,460 --> 00:43:12,380
+ممكن يكون وقت نفسه ملائم أو غير ملائم الأهداف
+
+528
+00:43:12,380 --> 00:43:16,840
+أهدافنا إيش هي علاقات الشخصية داخل المنظمة علاقة
+
+529
+00:43:16,840 --> 00:43:20,740
+الهل هو فعلا لتنظيم غير رسمي و لا ممنوع درجة تصميم
+
+530
+00:43:20,740 --> 00:43:24,360
+الهيكل درجة تصميم الهيكل هي المركزية أو إيش أو
+
+531
+00:43:24,360 --> 00:43:31,530
+لمركزية هدول توعرفناها مع فكرةهؤلاء أشمالهم
+
+532
+00:43:31,530 --> 00:43:36,790
+عرفناهم تنسيق
+
+533
+00:43:36,790 --> 00:43:45,290
+ايه هناك ممتاز
+
+534
+00:43:45,290 --> 00:43:50,130
+تنسيق لو تنظيم أو عفوا التعاون زي ما قلنا تسويق
+
+535
+00:43:50,130 --> 00:43:55,650
+لحاله المالية لحاله خدناها قبل هيك أيام شبابنا
+
+536
+00:44:03,180 --> 00:44:10,640
+قلنا العلاقة من أعلى لأسفل تنفيذ وعلى نفس المستوى
+
+537
+00:44:10,640 --> 00:44:18,820
+الأفقي تنسيق مين اللي هان؟ تسويق أفراد مالية أدنى
+
+538
+00:44:18,820 --> 00:44:25,040
+التسويق معناه تعاون لإنجاز عمل المؤسسة كيف
+
+539
+00:44:25,040 --> 00:44:27,360
+ممكن تصير تنسيق؟ طبعا يا أخوات لو المهمات واضحة
+
+540
+00:44:27,360 --> 00:44:31,760
+مصيرش عندي مشاكل تفضليها إسلاماليات التنسيق
+
+541
+00:44:31,760 --> 00:44:36,340
+التكييف المتبادل mutual adjustment الاشراف المباشر
+
+542
+00:44:36,340 --> 00:44:40,280
+direct supervision ممتاز تقييس المهارات skills
+
+543
+00:44:40,280 --> 00:44:43,360
+standardization تقييس العمليات versus
+
+544
+00:44:43,360 --> 00:44:46,420
+standardization تقييس المفاجأات output
+
+545
+00:44:46,420 --> 00:44:53,060
+standardization كلوريزيشن شكرا واضح ولا عيدها؟
+
+546
+00:44:53,480 --> 00:44:57,340
+واضحة كلها بتحكي عن نفسهاش الموضوع إذا نشوف إيش
+
+547
+00:44:57,340 --> 00:45:00,180
+أخدنا في هذا الفصل ال chapter تبع التنظيم الشق
+
+548
+00:45:00,180 --> 00:45:04,080
+التاني منه اللي هو تصميم المنظمة تعرفنا شو معناه
+
+549
+00:45:04,080 --> 00:45:09,360
+التصميم تعرفنا أنه عجولنا إما ميكانيكي أو عضوي
+
+550
+00:45:09,360 --> 00:45:13,820
+خدنا عليه أمتلة بعد هيك انطلقنا و أخدنا ما الفرق
+
+551
+00:45:13,820 --> 00:45:18,770
+بينهمانطلقنا إلى المصطلح التاني في تصميم المنظمة
+
+552
+00:45:18,770 --> 00:45:21,210
+اللي هو الفعلية التنظيمية اللي هو إيش الفعلية
+
+553
+00:45:21,210 --> 00:45:25,530
+التنظيمية خدنا مدخلها بعدين قلنا إيش هي أجزاء
+
+554
+00:45:25,530 --> 00:45:28,930
+المؤسسة قلنا هذه بتخوفش هذه دارة عليا ووسطا ودنيا
+
+555
+00:45:28,930 --> 00:45:33,750
+بعدين أخدنا مصطلحات مهمة في المنظمات كلنا عارفين
+
+556
+00:45:33,750 --> 00:45:39,070
+اللي هي القسمأقل منها اللي هي الوظيفة القسم مجموعة
+
+557
+00:45:39,070 --> 00:45:43,410
+وظائف الوظيفة مجموعة إيش أفراد عندهم نفس المهارات
+
+558
+00:45:43,410 --> 00:45:46,590
+الدور هو إنتي إيش مطلوب منك في هذا العمل و أخدنا
+
+559
+00:45:46,590 --> 00:45:50,350
+أمثلة واقعية تعرفنا عن نوع الوظائف في المنظمات
+
+560
+00:45:50,350 --> 00:45:53,590
+قلنا إما إدارية اللي هي الـ Logistics أو وظائف
+
+561
+00:45:53,590 --> 00:45:59,530
+تكييف اللي هي المرونة أو صيانة و تبادى وراها جماعة
+
+562
+00:45:59,530 --> 00:46:06,620
+أي سؤال أي سؤال في هذا الشق في أي سؤالطبعا لو
+
+563
+00:46:06,620 --> 00:46:09,900
+ببطيها ب ال antler بتلاقيها سهلة جدا ليش لأنها ..
+
+564
+00:46:09,900 --> 00:46:15,400
+لأنها واقعية موجودة في الحياة يعطيكوا العافية
+
+565
+00:46:15,400 --> 00:46:20,990
+السلام عليكمكيف أنا سيدي؟ إن شاء الله جميعكم بخير،
+
+566
+00:46:20,990 --> 00:46:25,650
+أعرفكم على حالي أنا سليلة حلس، مقالبة في برنامج
+
+567
+00:46:25,650 --> 00:46:30,810
+اقتصادية التنمية، وأعمل في تنسيق المشاريع في البنك
+
+568
+00:46:30,810 --> 00:46:35,350
+التوويهي، الـATB موضوع اليوم راح يكون بسيط إن شاء
+
+569
+00:46:35,350 --> 00:46:39,590
+الله، وشريف، لأنه من سمة العصر، يتحدث عن التغير
+
+570
+00:46:39,590 --> 00:46:44,520
+والتطور في المنظماتلكن قبل البدء في الـ
+
+571
+00:46:44,520 --> 00:46:49,360
+presentation والعرض معناه ضخم وصغير راح نتطرق على
+
+572
+00:46:49,360 --> 00:47:04,720
+ما هي التغيير وكيف إدارة عمليات التغيير ممكن
+
+573
+00:47:04,720 --> 00:47:06,680
+تتاحق هنا بس يخلص
+
+574
+00:49:35,650 --> 00:49:37,110
+مش عارف
+
+575
+00:49:58,120 --> 00:50:03,070
+اسلام شوف استفدتي من الفيديو عنديأنا ألخص تقريبا
+
+576
+00:50:03,070 --> 00:50:08,930
+في كل فيديو أن القيادة هي القيادة بشكل عام فانت
+
+577
+00:50:08,930 --> 00:50:09,690
+وانت وانت وانت وانت وانت وانت وانت وانت وانت وانت
+
+578
+00:50:09,690 --> 00:50:10,110
+وانت وانت وانت وانت وانت وانت وانت وانت وانت وانت
+
+579
+00:50:10,110 --> 00:50:13,430
+وانت وانت وانت وانت وانت وانت وانت وانت وانت وانت
+
+580
+00:50:13,430 --> 00:50:14,810
+وانت وانت وانت وانت وانت وانت وانت وانت وانت وانت
+
+581
+00:50:14,810 --> 00:50:16,530
+وانت وانت وانت وانت وانت وانت وانت وانت وانت وانت
+
+582
+00:50:16,530 --> 00:50:28,050
+وانت وانت وانت
+
+583
+00:50:28,050 --> 00:50:28,370
+و
+
+584
+00:50:31,250 --> 00:50:36,130
+لإني أسوق طبعا هذا الحادث و أضيع مصلحتي و مصلحت
+
+585
+00:50:36,130 --> 00:50:42,650
+الناس اللي بيعملوا شكرا يا اسلام، هناك؟ انه عشان
+
+586
+00:50:42,650 --> 00:50:45,570
+نادر على الطريق نعم اللي لازم ندرش يكون مهم
+
+587
+00:50:45,570 --> 00:50:51,570
+للدراسة نعم، أن أقعد في ميارة الطريق و ثم خايف أنه
+
+588
+00:50:51,570 --> 00:50:55,430
+يكون مفيد على أشهر الدين ممتاز طبعا فإننا ندرس في
+
+589
+00:50:55,430 --> 00:51:02,020
+محفظات و إجريات ممتازوإنه في مخاطر لما احنا مابلاش
+
+590
+00:51:02,020 --> 00:51:08,860
+نقل تقليل تحفيز مامي شكرا
+
+591
+00:51:08,860 --> 00:51:14,740
+يعني، okay شكرا، صحىوهو التغيير، مش يكون يحط عملية
+
+592
+00:51:14,740 --> 00:51:18,900
+التغيير لسافر منها، ومش يكون يتجاوب أصلا مع عملية
+
+593
+00:51:18,900 --> 00:51:22,880
+التغيير، يحتاج إنه تجهيقه قبل أنهي قتله، يعني إنه
+
+594
+00:51:22,880 --> 00:51:26,160
+إحنا تاني إذا قررنا إنه نتطور، لابد يكون في عيننا
+
+595
+00:51:26,160 --> 00:51:31,840
+تغيير، يجب أن أحط، يعني أحطهم في إطار الحاجة
+
+596
+00:51:31,840 --> 00:51:35,960
+والضرورة الماثلة لتغيير الإجماعة حتى ينحقق
+
+597
+00:51:35,960 --> 00:51:38,460
+التغيير. Okay يعني، هد حد يضيف يا خوات؟
+
+598
+00:51:42,160 --> 00:51:45,660
+شي طبيعي؟ اه ان انا كمؤسسة لازم اتطور كمان انا
+
+599
+00:51:45,660 --> 00:51:49,260
+اتطور فيما يحدث مصلحتى ومصلحة تعليمي هل التغيير
+
+600
+00:51:49,260 --> 00:51:52,460
+فقط في المؤسسات ولا ممكن يكون على مستوى الشخصي؟
+
+601
+00:51:52,460 --> 00:51:54,980
+طبعا ممكن تغيير على مستوى الشخصي ممتاز التغيير
+
+602
+00:51:54,980 --> 00:51:57,780
+ممكن يكون برضه على مستوى الشخصي او في نمط حياتنا
+
+603
+00:51:57,780 --> 00:52:06,220
+احنا اتفضلي زي ما اتفضلتواالفيديو خاصة إنه بشكل
+
+604
+00:52:06,220 --> 00:52:12,320
+مبسط وسهل كل ما يتعلق بعملية التغيير طبعاً إحنا
+
+605
+00:52:12,320 --> 00:52:16,400
+بنعرف إنه التغيير لا يتعلق بس بالمنظمات أو
+
+606
+00:52:16,400 --> 00:52:24,860
+المؤسسات بقل الأفراد التغيير هناك نواحي التغيير
+
+607
+00:52:24,860 --> 00:52:30,700
+تتطلب وتحفز المؤسسات أو المنظمات على التغيير منها
+
+608
+00:52:30,700 --> 00:52:34,510
+عوامل داخلية وعوامل خارجيةالعوامل الخارجية بنعرف
+
+609
+00:52:34,510 --> 00:52:38,710
+احنا وقعدنا العولمة أحد الأسباب اللي بتأدي إلى أن
+
+610
+00:52:38,710 --> 00:52:43,510
+العالم أصبح قرية صغيرة وفي نفس الوقت تغير تكنولوجي
+
+611
+00:52:43,510 --> 00:52:51,530
+هائل، تغير بيئي، تغير مناخي سياسي اقتصادي يحسس
+
+612
+00:52:51,530 --> 00:52:55,250
+المؤسسات والمعظمات على التغير والأفراد هل هذا
+
+613
+00:52:55,250 --> 00:52:58,190
+التغير اللي حاصل في العالم دايما لصالح المؤسسات و
+
+614
+00:52:58,190 --> 00:53:02,530
+لا ممكن يكون ضدها؟مثلا مدام تكون مواقبة التطور أو
+
+615
+00:53:02,530 --> 00:53:05,490
+حقا تخطف أو هدف الاسم مش دايما التغيير اللي بيحصل
+
+616
+00:53:05,490 --> 00:53:09,710
+بيقول الصالح المؤسسة تفضلي صالح حدأ و رضيق حدأ اه
+
+617
+00:53:09,710 --> 00:53:14,630
+طبعا مثلا شركة Nokia مثلا ما مواقبة التطور صحيح
+
+618
+00:53:14,630 --> 00:53:18,010
+خلصت انهارت و راحت من السوق كان الاشي مش لصالحها
+
+619
+00:53:18,010 --> 00:53:22,090
+أما يعني مثلا شركة قبل ما قعدت بتطور و عملت تجارب
+
+620
+00:53:22,090 --> 00:53:25,910
+تطور قبل اقتنصت الفرصة بالظبط لكن Nokia رجعت لكن
+
+621
+00:53:25,910 --> 00:53:27,890
+مش بنفس القوة اللي كان فيها تفضلي
+
+622
+00:53:30,690 --> 00:53:35,850
+يعني ملخص الفيديو بشرط على أنه يجب أن يبدأ التغيير
+
+623
+00:53:35,850 --> 00:53:40,350
+من الداخل من داخل المؤسسة أو من داخل المسؤولين
+
+624
+00:53:40,350 --> 00:53:44,250
+المدير لازم تقتنعي بأهمية التغيير وأنه لصالح
+
+625
+00:53:44,250 --> 00:53:48,270
+المؤسسة وأنه هنحقق نجاحات وعلى المؤسسة أو المنظمة
+
+626
+00:53:48,270 --> 00:53:52,750
+أنت أقلم نفسها مع التغيير وإلا كما حكينا Nokia
+
+627
+00:53:54,080 --> 00:53:58,360
+ممتاز، لازم نتكيّف مع الأوضاع اللي بتحصل حوالنا و
+
+628
+00:53:58,360 --> 00:54:03,260
+لا احنا مش هنقدر نصمد؟ طبعا مواقف التتطور أنه يكون
+
+629
+00:54:03,260 --> 00:54:07,780
+عندها حتة استراتيجية واضحة مادة تأخذ عملية التغيير
+
+630
+00:54:07,780 --> 00:54:13,260
+و كيف تتابع و تقيم موضعها، راح يعرضنا فيديو خطوات
+
+631
+00:54:13,260 --> 00:54:17,640
+العملية، كيف هتبدأ ..ماشي انت، بس انت حاطة آية في
+
+632
+00:54:17,640 --> 00:54:21,320
+القرآن طبعا، ان الله لا يغير ماب القوم حتى يغير
+
+633
+00:54:21,320 --> 00:54:25,060
+ماب أنفسهماشي فلما تكتبوا يا أخوات قرآن في ال
+
+634
+00:54:25,060 --> 00:54:27,980
+slide أو في أبحاث أو في حاجة لازم تكتب اسم الصورة
+
+635
+00:54:27,980 --> 00:54:33,260
+ورقم الآية راجعيني
+
+636
+00:54:33,260 --> 00:54:38,320
+على ايقونة معلش هو ماسكهم بلون فيهم ليش؟ بمسحاش؟
+
+637
+00:54:38,320 --> 00:54:42,560
+بحاول يغير اه كانوا صاروا حمراء، ماشي
+
+638
+00:54:47,870 --> 00:54:53,410
+طبعا هنا راح يعني هيكيرية العرض ال outline، ال
+
+639
+00:54:53,410 --> 00:54:57,190
+outline، change and development in organizations،
+
+640
+00:54:57,190 --> 00:55:00,870
+التغيير والتطور في المنظمات، راح نحكي عن طبيعة
+
+641
+00:55:00,870 --> 00:55:05,390
+وقوةالتغيير والتنظيمي، من ضمنها التعريف ما هي قوة
+
+642
+00:55:05,390 --> 00:55:09,270
+التغيير، التغيير المخطط بالطريق، أحنا عارف الفرق
+
+643
+00:55:09,270 --> 00:55:13,910
+بينهم، أنواع التغيير التنظيمي، منها تغيير هيكالي
+
+644
+00:55:13,910 --> 00:55:16,890
+وبصميمي، تغيير تكنولوجيا وعمليات، وتغيير الأفراد،
+
+645
+00:55:16,890 --> 00:55:22,830
+أخيرًا، وفينا اتحاد كبير غالبًا مقاومة التغيير،
+
+646
+00:55:22,830 --> 00:55:27,030
+معناها وأسبابها، تحليل قوات دفع ورفض، تغلب عليها
+
+647
+00:55:27,030 --> 00:55:30,470
+الصراع التنظيمي،وأخيرًا التطبيق والإبداع التنظيمي
+
+648
+00:55:30,470 --> 00:55:33,290
+من ضمنها التطبيق التنظيمي والإبداع التنظيمي
+
+649
+00:55:33,290 --> 00:55:39,170
+التغيير
+
+650
+00:55:39,170 --> 00:55:45,130
+التنظيمي أو الملظمين من تعرف هناك فهمها الأساسي أو
+
+651
+00:55:45,130 --> 00:55:51,750
+كيف تفكر إن ما هو التغيير التنظيمي الملظمين؟
+
+652
+00:55:51,750 --> 00:55:56,490
+شو معنى تغيير؟ ماذا نقصد تغيير؟ قيل أيما، شو معنى
+
+653
+00:55:56,490 --> 00:56:02,060
+تغيير؟لما نقول ريمة اليوم غيرت مثلا ال look تبعها،
+
+654
+00:56:02,060 --> 00:56:05,020
+إيش بيجي على بالك؟ ممكن يكون تغيير جزء أو تغيير كل
+
+655
+00:56:05,020 --> 00:56:09,220
+فيه نشاط معين أو لما هو معين أو لورته معينة، نتصور
+
+656
+00:56:09,220 --> 00:56:12,140
+.. كيف يا وانتي، معلش أنه نعرف التغيير هو تغير جزء
+
+657
+00:56:12,140 --> 00:56:16,880
+أو كل؟ كلمة تغيير، لما نقولك ريمة عاملة look جديد،
+
+658
+00:56:16,880 --> 00:56:21,660
+إيش بيجي على بالك؟ تبديل،
+
+659
+00:56:21,660 --> 00:56:26,340
+معدلة، عاملة حاجة جديدة، بس هو أنت و مين فيكوا
+
+660
+00:56:26,340 --> 00:56:27,040
+ريمة على فكرة؟
+
+661
+00:56:37,030 --> 00:56:42,910
+السؤال كان كلمة التغيير إيش بتعني؟
+
+662
+00:56:42,910 --> 00:56:49,530
+إيش بيجي ع بالكم إنها سبلت السيارة القديمة بواحدة
+
+663
+00:56:49,530 --> 00:56:53,270
+جديدة؟ريما مغيرة ال lock بتاعها، معناها مستبدل،
+
+664
+00:56:53,270 --> 00:56:57,950
+حاجة بحاجة، ماشي، احنا عايزين بس تعرف التغيير، لسه
+
+665
+00:56:57,950 --> 00:57:01,410
+واحدة واحدة، اتفضلي طبعا اللي مقصود بالتغيير هو
+
+666
+00:57:01,410 --> 00:57:04,890
+تعديق أساسي أو حيوي في جزء من أجزاء المنظمة أو
+
+667
+00:57:04,890 --> 00:57:10,690
+بيكون عملياتها، و الهدف أنه يصل إلى الأهداف يترجم
+
+668
+00:57:10,690 --> 00:57:15,210
+من خلال نسبة نيابية العمل و جدولته يعني المفروض
+
+669
+00:57:15,210 --> 00:57:21,440
+التغيير يكون لمصلحة المؤسسة، يسهل العملممكن نغيّر
+
+670
+00:57:21,440 --> 00:57:25,440
+نفس هي كلية المؤسسة نفق الإشراح طبعا شرحناهم
+
+671
+00:57:25,440 --> 00:57:30,140
+زودناهم و طلّلناهم أو تصميم المنظمة و الأفراد
+
+672
+00:57:30,140 --> 00:57:35,440
+فكمان و مرة التغيير إذا في حد بيقدر ينخص منيه هو
+
+673
+00:57:35,440 --> 00:57:40,760
+تعديل أساسي و حيوي في بعض أجزاء المنظمة أو جميعها
+
+674
+00:57:40,760 --> 00:57:45,720
+و يشمل أي مفصل من مفاصل عمل المنظمة شكرا إذا أنت
+
+675
+00:57:45,720 --> 00:57:51,410
+التغيير هو عبارة عن عملية تعديلأو تحويل حاجة في
+
+676
+00:57:51,410 --> 00:57:57,550
+المؤسسة أو في الحياة إما بشكل جوهري أو بشكل شكلي
+
+677
+00:57:57,550 --> 00:58:03,690
+بمعنى اليوم روحنا زورنا اسلامجاعدتنا في الصالون
+
+678
+00:58:03,690 --> 00:58:07,750
+بعد شهر احنا زورناها لإنها مغيرت ال decor هي تغير
+
+679
+00:58:07,750 --> 00:58:13,290
+إيش؟ شكلي يعني هم نفسهم بس هي مغيرت الترتيب تغيير
+
+680
+00:58:13,290 --> 00:58:18,110
+حيوي أو أساسي شايل الطجن بيعاه و جاب واحد جديد إذا
+
+681
+00:58:18,110 --> 00:58:23,030
+إما التغيير يكون أساسي حيوي في صميم المؤسسة أو
+
+682
+00:58:23,030 --> 00:58:26,630
+يكون لأ إشي شكلي يعني تفضلي فالتابعة اللي عزيزي
+
+683
+00:58:26,630 --> 00:58:31,900
+أحكي عنها تغيير سمن سائدة في العصر الحاليوحقيقة
+
+684
+00:58:31,900 --> 00:58:35,900
+أنظمية ودور مهم من أدوار الإدارة زي اللي حكينا إنه
+
+685
+00:58:35,900 --> 00:58:44,100
+فيه تغيرات العالمة تغيرات خارجية ممتاز طبيعة عمل
+
+686
+00:58:44,100 --> 00:58:49,950
+المؤسسات في القرن الواحد والعشرينتعمل في بيئة تتسم
+
+687
+00:58:49,950 --> 00:58:57,270
+بالتعقيد والتغير السريع فإذا المؤسسة ما لحجتش هذا
+
+688
+00:58:57,270 --> 00:59:01,510
+الوضع تنقرد تختفي بتفشر خلاص بتطلع من إيش؟ بتطلع
+
+689
+00:59:01,510 --> 00:59:07,610
+من عالم العمل إذا من سماعة عصرنا التغير السريع
+
+690
+00:59:07,610 --> 00:59:11,890
+كمان يعني أحيانا انت مثلا شاريا اليوم أخر موديل في
+
+691
+00:59:11,890 --> 00:59:16,240
+الجوالاتما مرش أسبوع يدوب فرحانة عليا نزل موديلات
+
+692
+00:59:16,240 --> 00:59:19,760
+تانية نحتس إذا انت لو بدك تتابع الموديلات مش هنخلص
+
+693
+00:59:19,760 --> 00:59:25,580
+السنة واضح؟ تفضلي لأ هي مش سمات التغيير هي سمات
+
+694
+00:59:25,580 --> 00:59:29,180
+البيئة يا عزيزي مش التغيير لأ البيئة متغيرة جدا
+
+695
+00:59:29,180 --> 00:59:39,620
+ومعقدة طبعا
+
+696
+00:59:39,620 --> 00:59:43,160
+التغيير يجب أنك فيه مع وظائف الإدارة
+
+697
+00:59:50,340 --> 00:59:54,360
+ممتاز إذا يجب فرض عين على كل مؤسسة تتكيف مع
+
+698
+00:59:54,360 --> 00:59:57,560
+التغيير ولا هتطلع، يعني مانقولش هدول بتكيف و احنا
+
+699
+00:59:57,560 --> 01:00:01,700
+مال نجدع ولا، إذا التغيير إشي مفروض علينا إجباري
+
+700
+01:00:03,850 --> 01:00:09,750
+لأنه يعني في منظور الاستقبال هناك تغيرات ممكن نعكس
+
+701
+01:00:09,750 --> 01:00:13,810
+عليها وبتالي راح ساعدنا بتغيير على حل مشاكل
+
+702
+01:00:13,810 --> 01:00:16,910
+المستقبل دلوقتي صحيح طبعا إحنا هنا لغاية اللي أنا
+
+703
+01:00:16,910 --> 01:00:19,170
+بنحكي عن التغيير الإيجابي التغيير اللي في صالح
+
+704
+01:00:19,170 --> 01:00:24,690
+المؤسسة لأن فيه تغيير سلبي تفضلي بس إيش
+
+705
+01:00:29,790 --> 01:00:36,210
+اضرب يا ساتر يا رب يعني المفروض اعطينا يا انتي
+
+706
+01:00:36,210 --> 01:00:39,830
+مثال مش اضرب اضرب نستخدمها عشان كتير احنا في
+
+707
+01:00:39,830 --> 01:00:42,770
+الادارة مش مشكلة اضرب اضرب يالا ساعدتنا ان شاء
+
+708
+01:00:42,770 --> 01:00:46,270
+الله اذا لو سمحت في حد يقدر يعطينا امثلة عن
+
+709
+01:00:46,270 --> 01:00:50,630
+تغيراتك اللي كانشفي البيئة الخارجية شرحناها قبل
+
+710
+01:00:50,630 --> 01:00:54,450
+هيك لما أخدنا الاسواد وبيئة المنظمات قولنا البيئة
+
+711
+01:00:54,450 --> 01:00:58,190
+الخارجية اللي بتكون عن شمالها خارج السيطرة لا
+
+712
+01:00:58,190 --> 01:01:03,710
+استطيع أني أتحكم فيها لكن بتكيف قولنا زي أغلاق
+
+713
+01:01:03,710 --> 01:01:07,610
+المعبر زي الحصار زي ارتفاع أسعار الصرف أسعار
+
+714
+01:01:07,610 --> 01:01:13,350
+العمولات الفوائد هذه كلها بيئة خارجية طب كيف بيصير
+
+715
+01:01:13,350 --> 01:01:18,580
+فيها تغيرات هذه السؤالفي كلمات ممكن بالثياتية
+
+716
+01:01:18,580 --> 01:01:21,480
+والاقتصادية والبيئة التاريخية والبيئة التكنولوجية
+
+717
+01:01:21,480 --> 01:01:28,500
+ممتاز كيف كان زمان مؤسسات تشغل كله ومعينة بشغل على
+
+718
+01:01:28,500 --> 01:01:31,620
+الشغل الورقي اللي هي الإدارة التقليدية اللي هو
+
+719
+01:01:31,620 --> 01:01:36,300
+الورق مستندات وسجلات وجلام وقرطصية كيف هذا أثار كل
+
+720
+01:01:36,300 --> 01:01:40,020
+شيء في حياتنا ال system يعني احنا دخلنا الأنظمة
+
+721
+01:01:40,020 --> 01:01:44,980
+ممتاز يعني كل شغل المؤسسة بنحطه في flash وخلاص
+
+722
+01:01:44,980 --> 01:01:51,350
+ممتازأيوة بقت النظام، احنا نحمل ورق، أتمتت
+
+723
+01:01:51,350 --> 01:01:54,250
+المكاتب، أيوة، ممتاز، مين يعطينا كمان مثال زي
+
+724
+01:01:54,250 --> 01:01:58,110
+ريمة؟ تفضلي، إيمان؟ يعني قطعة الطيارة كانت باقية
+
+725
+01:01:58,110 --> 01:02:00,390
+شحن الأفرار، فانا استخدمت الأشياء اللي بين خلايا
+
+726
+01:02:00,390 --> 01:02:04,270
+الشمسية، ممتاز، هذا التغيير اللي قلنا عنه فضع،
+
+727
+01:02:04,270 --> 01:02:07,990
+يعني غصب عننا يعني، مين يعطينا كمان أمتلة؟ آه يا
+
+728
+01:02:07,990 --> 01:02:13,730
+خلود أيوب، مالك اليوم؟ سلامتك يا أمتي، لأ أنتي
+
+729
+01:02:13,730 --> 01:02:14,790
+تعبانة ولا إيش؟
+
+730
+01:02:17,990 --> 01:02:30,190
+يعطيك العافية نستعين بصديقة نزلي المدهون قوانين
+
+731
+01:02:30,190 --> 01:02:37,950
+درائب جمالك رسوم اه
+
+732
+01:02:37,950 --> 01:02:42,750
+زادت رسوم الترخيص مثلا ممتاز شكرا سحر
+
+733
+01:02:48,890 --> 01:02:52,730
+لأ مش شرط اللي يجي ع بالك هي معطيك ع سبيل متر و
+
+734
+01:02:52,730 --> 01:02:57,050
+ليس الحصر مثلا
+
+735
+01:02:57,050 --> 01:03:00,910
+زمان ساحر كانت تشتغل في الحسابات و ورقة و دفتر و
+
+736
+01:03:00,910 --> 01:03:04,590
+دفتر يومية عفوا ورقة و جلم و دفتر يومية و هذا الأن
+
+737
+01:03:04,590 --> 01:03:08,570
+صار في برامج متخصصة للمحاسبة المالية إجباري لازم
+
+738
+01:03:08,570 --> 01:03:11,670
+تستبدلها أنا مابدي تكتبلي واصل بدي تجيبي مطبوع و
+
+739
+01:03:11,670 --> 01:03:15,210
+مختوم أحلى هذا تغير تفضلي
+
+740
+01:03:37,070 --> 01:03:39,870
+ممتاز Islam
+
+741
+01:03:47,030 --> 01:03:52,390
+المفروض أنتم جاهزين حاجة و أفضل مثلا إذا في مؤسسة
+
+742
+01:03:52,390 --> 01:03:56,570
+معينة مثلا مختلفة و إذا مثلا وزارة الصحة أنه في
+
+743
+01:03:56,570 --> 01:04:01,450
+هذا المكان مش لازم يكون مثلا حتة و ثلاثة كاميكا لو
+
+744
+01:04:01,450 --> 01:04:05,750
+ما عملتش هيك مثلا ستة فممكن أبني أعمل عشان ممتاز
+
+745
+01:04:05,750 --> 01:04:08,630
+شكلك جعانة يعني okay هنا
+
+746
+01:04:12,650 --> 01:04:15,570
+يعني مثلا هنا عنده مكاتب صرافة مثلا زمان كان العد
+
+747
+01:04:15,570 --> 01:04:19,710
+يدوي الأنك في الأد عد لفلوسه وكاشف التزييف عن طريق
+
+748
+01:04:19,710 --> 01:04:23,110
+آلات متخصصة إذا أصار إجبارك لو عندك مكتب صرافة
+
+749
+01:04:23,110 --> 01:04:26,070
+جيبي آلات هي أكتر دقة من الإنسان خاصة في مثل
+
+750
+01:04:26,070 --> 01:04:31,910
+التزييف تفضلي طبعا هي أدواق المستحركين والزبائن
+
+751
+01:04:31,910 --> 01:04:37,050
+أحيانا تتغير تصارع منهم قدرات بشكل أعلى تتغير
+
+752
+01:04:37,050 --> 01:04:43,260
+باستمرار يعني اليوم أنت حابة تلبسي الأسودمش
+
+753
+01:04:43,260 --> 01:04:46,040
+بالضرورة تبقى حابة تلبس أسوأ طول السنة لأ ممكن أنا
+
+754
+01:04:46,040 --> 01:04:49,580
+كصاحب محل أتوقع أنك بدك أزرق أو لازم أوفرلك جميع
+
+755
+01:04:49,580 --> 01:04:55,040
+الألوان إذا حاجات المستهلكين تتغير بالسمرار واضح؟
+
+756
+01:04:55,040 --> 01:05:00,160
+تفضلي زي الأن الناس داخل تحد السكر إيش يعني أنا
+
+757
+01:05:00,160 --> 01:05:03,220
+داخل تحد السكر؟ يعني كانت تاكل مثلا تاكل شغلات
+
+758
+01:05:03,220 --> 01:05:08,100
+بسكريات الآن بطلوا فلازم احنا أصحاب المحلات اللي
+
+759
+01:05:08,100 --> 01:05:12,230
+لنا علاقة بالموضوع نمشي معهمأصلاً الدخل اتضاعى
+
+760
+01:05:12,230 --> 01:05:17,410
+مافيش فيها سُكر تفضلي أهمية التغيير الـ importance
+
+761
+01:05:17,410 --> 01:05:23,270
+of change طبعاً الهدف الأساسي لأي منظمة تتبع
+
+762
+01:05:23,270 --> 01:05:30,230
+التغيير أنه في تحقيق نمو استخاري أنه يكون استمراري
+
+763
+01:05:30,230 --> 01:05:34,170
+لأنهم يكونوا مواكبين للتطور واستجابة للتمييرات
+
+764
+01:05:34,170 --> 01:05:39,780
+الحاصلة في ديقة العمل التانجية أو الداخليةطبعاً
+
+765
+01:05:39,780 --> 01:05:46,140
+الهدف منه أو المعرفة بأهمية التغيير ونتاج اللي
+
+766
+01:05:46,140 --> 01:05:49,980
+منبطق عنه أو مدى التأثير .. مدى السليبيات اللي
+
+767
+01:05:49,980 --> 01:05:54,660
+بتنبطق إذا لمّا تكونوا مواكب التغيير يعني أساسي
+
+768
+01:05:54,660 --> 01:05:58,440
+إنها تكون من معرفة المدرّاة اختلاف سوائتهم
+
+769
+01:05:58,440 --> 01:06:03,660
+الإداريةأساسي موظفهم أو يكونوا جزء من المنظومة
+
+770
+01:06:03,660 --> 01:06:07,480
+اللى راح تساعدنا في اتخاذ قرارات التغيير ممتاز راح
+
+771
+01:06:07,480 --> 01:06:10,440
+يساعد في أساس القدرة اللى لديهم عن البحث وخلق
+
+772
+01:06:10,440 --> 01:06:15,180
+الحلول كذلك رفع كفاءة المنظمة رح يسرق كفاءة
+
+773
+01:06:15,180 --> 01:06:18,320
+الانتشار الان انت لو أخدنا example مثلا عندنا شركة
+
+774
+01:06:18,320 --> 01:06:22,220
+apple iphone لإنهم أكتر الشغلات المتطورة دلوقتي هي
+
+775
+01:06:22,220 --> 01:06:28,340
+الإلكترونياتIPhone بتضلها تطور نسخ أو إصدارات
+
+776
+01:06:28,340 --> 01:06:31,160
+الجوالات أول بأول و لازم كل إصدار جديد يكون فيه
+
+777
+01:06:31,160 --> 01:06:35,020
+ميزة لحتى تضمن أنها تظل موجودة و مستمرة و تتوسع
+
+778
+01:06:35,020 --> 01:06:39,560
+أرباحها و مبيعتها التغيير مش بس على الإدارة العليا
+
+779
+01:06:39,560 --> 01:06:42,420
+جميع أفراد المؤسسة لازم يشاركوا في عملية إيش
+
+780
+01:06:42,420 --> 01:06:45,900
+التغيير خودي بعدك إما التغيير يكون إضافة حاجة
+
+781
+01:06:45,900 --> 01:06:51,040
+جديدة كان كاميرتين صارت تلاتة أو التغيير يكون حل
+
+782
+01:06:51,040 --> 01:06:57,710
+مشكلة موجودةالناس بتشتكي ان ايفون بطاريتها بتخلص
+
+783
+01:06:57,710 --> 01:07:00,630
+بسرعة، لأ المفروض هم الإصدار اللي جاي يحلوا
+
+784
+01:07:00,630 --> 01:07:05,630
+المشكلة هذه، إذا إما حالتين قدمي حاجة جديدة أو في
+
+785
+01:07:05,630 --> 01:07:09,330
+مشكلة في إصداراتك السابقة بديك تحليها الآن عشان
+
+786
+01:07:09,330 --> 01:07:11,290
+تبقى محافظة على الزبون، تفضلي
+
+787
+01:07:21,260 --> 01:07:25,880
+طبعاً طرقنا أحنا سابقاً لأنواع قوى التغيير، change
+
+788
+01:07:25,880 --> 01:07:31,500
+forces تنبع من جهتين، القوة الداخلية و القوة
+
+789
+01:07:31,500 --> 01:07:35,620
+الخارجية، منين إذا بتقدر تحكيلنا إيه ما هي المنصوب
+
+790
+01:07:35,620 --> 01:07:38,360
+بالقوة الداخلية داخل المنظمة اللي تقود عملية
+
+791
+01:07:38,360 --> 01:07:41,840
+التغيير أو تؤدي للتغيير؟ ممكن أكثرها أشياء من
+
+792
+01:07:41,840 --> 01:07:45,020
+البيئة الداخلية المنظمة، إيش العلاقة بأنشطة
+
+793
+01:07:45,020 --> 01:07:46,160
+المنظمة الداخلية؟
+
+794
+01:07:50,110 --> 01:07:55,710
+طبعا هذا يحصل بعد المراجعة والتقييم وتحديد المسار
+
+795
+01:07:55,710 --> 01:08:00,630
+اللي .. اذا القوة الداخلية نابعة من داخل المؤسسة
+
+796
+01:08:00,630 --> 01:08:05,410
+في قناعة لدى الإدارة العلية لازم نغير خلاص مانغير
+
+797
+01:08:05,410 --> 01:08:11,580
+اتفضلي القوة الخارجيةحكينا قبل شوية إيش هم على
+
+798
+01:08:11,580 --> 01:08:13,920
+نظامهم بتاعة جمالهم؟ من اللي هي الخارجية من
+
+799
+01:08:13,920 --> 01:08:17,220
+المؤسسة، في جوانب سياسية، اقتصادية، اجتماعية، يعني
+
+800
+01:08:17,220 --> 01:08:21,000
+هم اللي بتتخرج من المؤسسة، خارج عن سيطرة المؤسسة،
+
+801
+01:08:21,000 --> 01:08:24,460
+بتأثر على التغيير، طب لو .. هي .. ماشي .. هي خارج
+
+802
+01:08:24,460 --> 01:08:29,460
+سيطراتنا، بس بتأثر علينا، أي منافسين يتغيروا وانت
+
+803
+01:08:29,460 --> 01:08:33,480
+لسه جاعدة، لأ لازم نلحج، تفضلي، طب لو سألناكم
+
+804
+01:08:33,480 --> 01:08:41,850
+سؤال،هل التغيير الأفضل هم يقود التغيير العمليات
+
+805
+01:08:41,850 --> 01:08:44,690
+المنظمة أو ألا أقودت يعني احنا نكون نقود التغيير
+
+806
+01:08:44,690 --> 01:08:48,410
+ولا نخلي التغيير يكون هناك احنا نقوده احنا نقوده
+
+807
+01:08:48,410 --> 01:08:53,210
+اه لإنه يمكن يودينا لطريق مثلا طلب احنا بدنا نتكيف
+
+808
+01:08:53,210 --> 01:08:57,610
+معاه ناخد يعني نحاول نمشي الفرق معاه وهذا يتقلب ان
+
+809
+01:08:57,610 --> 01:09:02,010
+احنا نكون مستعدين نطلع ايدي طالعين باشي أيمن انت
+
+810
+01:09:02,010 --> 01:09:05,730
+لما تتكيفي مع معناه هو اللي قادك وليش رأيك؟لأ ده
+
+811
+01:09:05,730 --> 01:09:09,270
+اتكيّف معاه بما أنه يخدمني بالإيش اللي بنسبني أنا
+
+812
+01:09:09,270 --> 01:09:15,130
+مش هخليه يفوضني بشكل يعني إتجار يعني مش مثلا
+
+813
+01:09:15,130 --> 01:09:18,270
+منافسين أنه تغير أغير لأ لازم نعمل دراسات وخطط هل
+
+814
+01:09:18,270 --> 01:09:21,030
+بلا إيه من التغيير ولا لأ حسب ظروفي أنا كمؤسسة
+
+815
+01:09:21,030 --> 01:09:25,950
+لأنه ممكن نضيع المؤسسة بسبب التغيير تفضلي طبعا
+
+816
+01:09:25,950 --> 01:09:28,890
+plant change تغيير المخطط
+
+817
+01:09:33,490 --> 01:09:36,050
+وأنا مقصود بالتغيير المخطط، إذا في حاجة ما بتحبك
+
+818
+01:09:36,050 --> 01:09:40,210
+Rap، صح؟ هو التغيير اللي يصمم و ينطلب، يصمم و
+
+819
+01:09:40,210 --> 01:09:43,890
+ينطلب طلوقة منتجية تكون على أساس براءة المستقبل و
+
+820
+01:09:43,890 --> 01:09:50,830
+توقع أحداث معناته، يعني هو أحنا بيكونطريقة منهجية
+
+821
+01:09:50,830 --> 01:09:57,210
+ليعملوا في استقرار أو توقع للمستقبل توقع أحداث
+
+822
+01:09:57,210 --> 01:10:01,870
+معينة وبالتالي نظرنا نكون ناخدة بعين اعتبار تغيير
+
+823
+01:10:01,870 --> 01:10:05,250
+تقادم ونكون استعدة ونتحضر الليلة ممتاز إذا التغيير
+
+824
+01:10:05,250 --> 01:10:09,010
+المخطط هو التغيير المتمت ع دراسات سابقة وفي خطة
+
+825
+01:10:09,010 --> 01:10:13,010
+ورؤيا أمامي بناء عليها أنا بغير بكون عارفة أنا إيش
+
+826
+01:10:13,010 --> 01:10:16,250
+بدأ أقدم زي ما قولنا كانوا كاميراتين صاروا تلاتة
+
+827
+01:10:16,250 --> 01:10:21,890
+بعض السيارات مثلاأيجي ع بالها تبتكر أنه يطلع من
+
+828
+01:10:21,890 --> 01:10:25,770
+مقود السيارة لو لا سمح الله السيارة فرمالات يطلع
+
+829
+01:10:25,770 --> 01:10:30,710
+منها بالون يلف السائق اللي ورا المقود والله يا دي
+
+830
+01:10:30,710 --> 01:10:33,610
+فكرة حلوة سلامة أكتر يلا نجيبها، إذن هذا اسمه
+
+831
+01:10:33,610 --> 01:10:38,410
+تغيير مخطط، ماشي اترتبت أموري و بعدين فجأة
+
+832
+01:10:38,410 --> 01:10:44,580
+المستهلكطبعاً التنبؤ بالمستقبل راح يساعد طبعاً
+
+833
+01:10:44,580 --> 01:10:47,400
+أكيد أما المدروس و واقعي بساعد ان المدراء تفهم
+
+834
+01:10:47,400 --> 01:10:50,260
+طبيعة التغيير و كيفية التعامل معاه من خلال
+
+835
+01:10:50,260 --> 01:10:53,420
+جامزيتهم و تعمل خطط مناسبة و ملائمة للحفاظ على
+
+836
+01:10:53,420 --> 01:10:56,840
+ذنوبة المنظمة و الأهم شيء استمرارية لأن المنظمة ما
+
+837
+01:10:56,840 --> 01:11:01,620
+تكون دائما مستمرة في مجال عملها تتطور تتطور نفسها
+
+838
+01:11:01,620 --> 01:11:06,880
+تكون أكثر فعالية طبعاً في نوع فعلي من التغيير راح
+
+839
+01:11:06,880 --> 01:11:12,280
+يتطرق له و هو التغيير الطارقماشي الان لما بعض
+
+840
+01:11:12,280 --> 01:11:16,680
+شركات صناعة السيارات العالمية عفوا الساعات
+
+841
+01:11:16,680 --> 01:11:21,840
+العالمية قارت انها تحط أجهزة صغيرة دقيقة في الساعة
+
+842
+01:11:21,840 --> 01:11:26,420
+لحتى مثلا تقيس نضب القلب لحتى تقيس الضغط هذا كله
+
+843
+01:11:26,420 --> 01:11:30,120
+تغير مخطط هم درسوا و فكروا فيه أبدع و فيه عمله لما
+
+844
+01:11:30,120 --> 01:11:33,280
+مثلا لو واحد اختفى كيف نجيب و نحدد مكانه من الساعة
+
+845
+01:11:33,280 --> 01:11:36,780
+هذا اسمه تغير مخطط يعني ماإجهاش فجأة لأ في ناس
+
+846
+01:11:36,780 --> 01:11:44,430
+درسوا و فكروا و نفزواتفضلي تغيير الطريق reactive
+
+847
+01:11:44,430 --> 01:11:49,830
+change طبعا هو تغيير غير مخطط لنا يعني تغيير
+
+848
+01:11:49,830 --> 01:11:57,630
+استجابة تدريجية لأحداث وقعت لما كنا نتوقع
+
+849
+01:11:57,630 --> 01:12:03,650
+حدوثها وبالتالي حدث وعلى المنظمة أنت استجيد مع هذا
+
+850
+01:12:03,650 --> 01:12:08,410
+التغيير الطريق طبعا أحنا غالبية التغيير في مجتمعنا
+
+851
+01:12:08,410 --> 01:12:12,680
+طريقةيعني كان عندكوا اجتماع بكرا، معلش يا انتي،
+
+852
+01:12:12,680 --> 01:12:16,980
+عندكوا اجتماع بكرا، قامت الحرب، بنقشله، بنغيرنا،
+
+853
+01:12:16,980 --> 01:12:20,000
+ماشي، بس مش تغير اللي هو انا بده أغيره، لأ، انفرض
+
+854
+01:12:20,000 --> 01:12:24,940
+عليا مثلا، انا مثلا، دوام مثلا ساعات دقيقة، لو
+
+855
+01:12:24,940 --> 01:12:28,980
+سرعانا أي شغل طارق بيصير مثلا دوامه عدالة 24 ساعة
+
+856
+01:12:28,980 --> 01:12:33,400
+24 ساعة، أمتاز، ال .. نفس الشيء الصحة، لما يقول
+
+857
+01:12:33,400 --> 01:12:36,060
+وضع طبيعي، دوام عادي، لكن لما يص .. يعني انه
+
+858
+01:12:36,060 --> 01:12:38,960
+طوارق، خلاص، دوام طوارق، نفس الشيء، اتفضلي
+
+859
+01:12:45,010 --> 01:12:50,510
+فريق جيش اللي جايبالنايا؟ فريق جيش بحاول أقرا اسم
+
+860
+01:12:50,510 --> 01:12:55,190
+مش هيفهم نحن ريال مدريد ريال مدريد ما شاء الله
+
+861
+01:12:55,190 --> 01:13:01,370
+ممتاز إيلك bonus يعني في أمثلة كتيرة طبعا ممكن حصل
+
+862
+01:13:01,370 --> 01:13:06,390
+حدث حريق في المصنع مثلاولم يكن فعلا احذر فعلا
+
+863
+01:13:06,390 --> 01:13:09,370
+اعتبار المنظمة انه راح تتعامل مع هذا الموقف راح
+
+864
+01:13:09,370 --> 01:13:13,090
+يضطروا يغيروا وياخدوا إجراءات طريقة التعامل يطفوا
+
+865
+01:13:13,090 --> 01:13:17,790
+الحريق بعدين يغيروا يعني يطفوا الحريق أولا اه صحيح
+
+866
+01:13:17,790 --> 01:13:23,030
+انها تناسب الخلل اللي صار او الموقف اللي صار زي
+
+867
+01:13:23,030 --> 01:13:25,590
+اليوم سمينة راخت من شغلها إجازة طرقة هل معناها
+
+868
+01:13:25,590 --> 01:13:27,950
+يتوقف شغل الموصلة لأ بنجيب حد على طول كان يشيل
+
+869
+01:13:27,950 --> 01:13:33,520
+الشغل تفضليلو عندنا سؤال تعرفت طبعاً حدث تعريفنا
+
+870
+01:13:33,520 --> 01:13:38,060
+للاستجابة التدريجية للأحداث، عن وقوعها، هل هو
+
+871
+01:13:38,060 --> 01:13:41,680
+تغيير مخطط، او تغيير تنظيمي، طارق، او قابلة
+
+872
+01:13:41,680 --> 01:13:47,020
+افتكار؟ يعني الآن، لصمح الله، صار جانب بيت إسلام
+
+873
+01:13:47,020 --> 01:13:51,180
+قصف، فعطوله احتطرت ابنها، او بنتها، بعد ما كانت
+
+874
+01:13:51,180 --> 01:13:53,860
+قاعدة تفرج على التلفزيون، ايش من سميلة صار معها
+
+875
+01:13:53,860 --> 01:13:58,440
+هذا؟ مفاجأة، ممتاز، طارق، صار حاجة حلوة، فدخلت
+
+876
+01:13:58,440 --> 01:14:02,360
+بسرعة،بس هو بنفع يا سميرة الواحد يجيب السؤال و
+
+877
+01:14:02,360 --> 01:14:05,020
+اللي جاب مع بعض أنا كنت حاطعة في الصفحة اللي بعدها
+
+878
+01:14:05,020 --> 01:14:10,900
+صرا عدد الصفحات مش مشكلة انا مش مشكلة طيب الحاجة
+
+879
+01:14:10,900 --> 01:14:17,220
+للتغيير لماذا نحتاج عمل تغيير في عمل المناطق؟
+
+880
+01:14:20,530 --> 01:14:24,450
+الحاجة تتغير need for a change التغييرات الداخلية
+
+881
+01:14:24,450 --> 01:14:28,970
+و الخارجية تنعكس على المنظمة و تتطلب إجاز تغيير
+
+882
+01:14:28,970 --> 01:14:33,630
+فيها حدوث أزمة أو مشكلة يزيد من حاجة المؤسسة
+
+883
+01:14:33,630 --> 01:14:37,390
+لتغيير المشكلة من خلال تقديم المشكلة أو ال budget
+
+884
+01:14:37,390 --> 01:14:42,010
+البحث عن وطن العمل جديد للتعامل معهاليس من الضرورة
+
+885
+01:14:42,010 --> 01:14:46,550
+تكون مشكلة لإجراء تغيير، وإما قد يقبل التغيير،
+
+886
+01:14:46,550 --> 01:14:49,970
+يقارب التغيير من أجل تطوير وتحسين الوضع القادر
+
+887
+01:14:49,970 --> 01:14:53,550
+الفجوة في الأداء، وهي الفرق في مستوى الأداء
+
+888
+01:14:53,550 --> 01:14:58,090
+المستهدف والأداء المتحقق فعلا قد تكون سببا في
+
+889
+01:14:58,090 --> 01:15:02,380
+إجراء التغييرشكرا طبعا زي ما حكينا في التغيير و
+
+890
+01:15:02,380 --> 01:15:06,180
+الحاجة للتغيير في أسباب داخلية أو خارجية ممكن
+
+891
+01:15:06,180 --> 01:15:09,880
+تنعكس على المعظم و تقدر إلى التغيير طبعا حكينا
+
+892
+01:15:09,880 --> 01:15:14,340
+حروف أزمة أو مشكلة في موضوع التغيير الطارد تطلع
+
+893
+01:15:14,340 --> 01:15:19,520
+المؤسسة أنها تعمل قرار عن التغيير لكن النقطة
+
+894
+01:15:19,520 --> 01:15:23,360
+الأخرى و اللي جديدة ليس من الضرورة حروف مشكلة أو
+
+895
+01:15:23,360 --> 01:15:25,140
+تفاقم أزمة صحي
+
+896
+01:15:27,900 --> 01:15:31,120
+زي ما تقول حاجة ان عندك شركة ابل ايه ده اضافة
+
+897
+01:15:31,120 --> 01:15:36,220
+كاميرا تالتة او رابعة هذا اسمه ايش تطوير لكن لو
+
+898
+01:15:36,220 --> 01:15:39,680
+حلت مشكلة نفاذ البطارية بسرعة هذا اسمه حل مشكلة
+
+899
+01:15:39,680 --> 01:15:44,660
+تفضلي طبعا هناك بيكون فيه فجوة في الأداء فجوة فجوة
+
+900
+01:15:44,660 --> 01:15:48,060
+الجاب يعني فجوة فجوة مش مشكلة فجوة في الأداء من
+
+901
+01:15:48,060 --> 01:15:54,620
+سوء الأداء المستهدف والمحقق كيف نتعامل يعني
+
+902
+01:15:54,620 --> 01:15:59,880
+انتقلنا مبيعات نزيدواجهزنا الأمور فاتفاجأنا أنها
+
+903
+01:15:59,880 --> 01:16:04,300
+زادت بشكل مفاجئ فده لازم نلاحق الزيادة هذه نوفر
+
+904
+01:16:04,300 --> 01:16:10,100
+السلعة تفضلي زي ما أحنا شايفين أنه التغيير
+
+905
+01:16:10,100 --> 01:16:15,620
+المتتابع هو يعني sequential change خطوات يدلوا
+
+906
+01:16:15,620 --> 01:16:19,620
+اتباعها ينبعوا من قوة داخلية وخارجية أسباب التغيير
+
+907
+01:16:19,620 --> 01:16:23,540
+أسباب التغيير ثم تنبسط الحاجة للتغيير ممتاز
+
+908
+01:16:23,540 --> 01:16:27,140
+وبالتالي نبدأ بعملية التغيير start of the change
+
+909
+01:16:27,430 --> 01:16:36,830
+ومن ثم ننفذ عملية التغيير حكينا
+
+910
+01:16:36,830 --> 01:16:43,150
+عن فجوة الأداء هي الفرق بين الأداء المرغوب والأداء
+
+911
+01:16:43,150 --> 01:16:49,150
+المتحقق فعليًا طبعًا المسؤولين في الإدارة يكونوا
+
+912
+01:16:49,150 --> 01:16:54,990
+فرق مكلفة أنها تتتابع وتقيم وتحجز الانحرافاتإذا
+
+913
+01:16:54,990 --> 01:16:58,270
+كان في انحراف كبير أو حتى صغير تحدد الانحرافات
+
+914
+01:16:58,270 --> 01:17:04,090
+ووقوف على الأسباب ومن ثم إجراء عملية تغيير تحسين
+
+915
+01:17:04,090 --> 01:17:07,930
+الوضع وتقديل الفجوة ممتاز هي شرحته ازمتك وخلود
+
+916
+01:17:07,930 --> 01:17:11,190
+أيوة في موضوع القابة السؤال الأيقونة اللي انت
+
+917
+01:17:11,190 --> 01:17:18,310
+حاطاها زلزال و لا إيش هذا؟ كابة هذا زلزال ماشي انت
+
+918
+01:17:18,310 --> 01:17:21,170
+القائد فوارى و هم فوارى
+
+919
+01:17:24,390 --> 01:17:27,710
+ممكن أه، بس اللي هيمشي خطوة هيوجع في الفيفر ممكن
+
+920
+01:17:27,710 --> 01:17:30,890
+أنه .. يعني حد هتفجأ في خطوة فجأة في ال .. اللي هو
+
+921
+01:17:30,890 --> 01:17:38,770
+خلل أو مشكلة أو شيء طارق طبعا
+
+922
+01:17:38,770 --> 01:17:42,830
+راح نمشي بالخطوات العملية للبدء بعمليات تغيير،
+
+923
+01:17:42,830 --> 01:17:49,250
+initiating change تبدأ من هنا، من البحث عن
+
+924
+01:17:49,250 --> 01:17:52,850
+العمليات الخاصةكل ما يتعلق تطورات الداخلية
+
+925
+01:17:52,850 --> 01:17:56,830
+والخارجية التي تساهم بالوفاء في الحاجات المدركة
+
+926
+01:17:56,830 --> 01:18:02,990
+للتغيير من خلال يجب أن يكون إنها معرفة بالنظام
+
+927
+01:18:02,990 --> 01:18:08,510
+المطبق في المنظمة استخدام المدراء لقدراته المهنية
+
+928
+01:18:08,510 --> 01:18:11,950
+يعني لازم ينظفوا معرفتهم وقدراتهم حتى يستخدموا
+
+929
+01:18:11,950 --> 01:18:14,830
+قرارات سليمة واستفادة من التقارير المهنية
+
+930
+01:18:14,830 --> 01:18:17,550
+والاستشعارية التي تأتي من الأقسام المختلفة
+
+931
+01:18:17,550 --> 01:18:23,700
+بالمنظمة وبالتالي ساعدهمإذا أول خطة من خطوات البدء
+
+932
+01:18:23,700 --> 01:18:26,940
+في التغيير أني أفكر هيك أقعد مع نفسي أو زي ما
+
+933
+01:18:26,940 --> 01:18:33,420
+شوفنا جوجل كيف بقعده يفكره أفكر إيش ممكن أقدم
+
+934
+01:18:33,420 --> 01:18:37,900
+للمستهلك حاجة تعجبه إذا التفكير في الابتكار في
+
+935
+01:18:37,900 --> 01:18:41,460
+الإبداع يعني لو عملت حاجة للسلع أو الخدمة هتعجب
+
+936
+01:18:41,460 --> 01:18:47,810
+الناس فضليتاني خطوة أو منحة أخر ناخده في عين
+
+937
+01:18:47,810 --> 01:18:51,670
+الاعتبار هو القادرية للإبتكار creativity اللي هو
+
+938
+01:18:51,670 --> 01:18:56,530
+الإبداع نفس
+
+939
+01:18:56,530 --> 01:19:02,790
+الشيء يا انتي هو innovation مكتوب بصحيح داخله طبعا
+
+940
+01:19:02,790 --> 01:19:08,270
+هي القدرة على توليد أفكار جديدة تفيد الحاجات
+
+941
+01:19:08,270 --> 01:19:11,750
+المدركة أو بيخد تناسب الفرص أمتاز في كورسة ثانية
+
+942
+01:19:14,780 --> 01:19:19,140
+زي ما توحكته لما نوكيا بدت تراجع طول ايفون زهرت في
+
+943
+01:19:19,140 --> 01:19:23,600
+السوق افكار جديدة مثلا هناك هي قاعدة جالة تفكر
+
+944
+01:19:23,600 --> 01:19:28,780
+عندها مصنع سيارات كيف نمشي السيارة على الميه؟ لأ
+
+945
+01:19:28,780 --> 01:19:34,000
+الموضوع هي فكرة مبتكرة بس بليها تفكير شوية طبعا
+
+946
+01:19:34,000 --> 01:19:38,760
+التالت عنصر هو رواد الأفكار او الاديا champions
+
+947
+01:19:38,760 --> 01:19:43,300
+انه في حاجة يتبنى لفكرة ويرى الحاجة في التغييرهي
+
+948
+01:19:43,300 --> 01:19:47,400
+رواد أو أبطال الأفكار أبطال الأفكار أه نفس الشيء
+
+949
+01:19:47,400 --> 01:19:51,880
+أه هم أشخاص يروا الحاجة للتغيير المضمن في المناطق
+
+950
+01:19:51,880 --> 01:19:55,260
+و بتاني يساعدونا في التحقيق هو الشخص اللي بتبنى
+
+951
+01:19:55,260 --> 01:20:00,140
+الفكرة بتاعتك الشخص اللي بتبنى الفكرة من الإدارة
+
+952
+01:20:00,140 --> 01:20:03,920
+أو من صناع القرار في المؤسسة بنسميه رأي التغيير
+
+953
+01:20:03,920 --> 01:20:12,400
+لأنه لو ماتبنهاش مش هتتحقق بتبنى الفكرة و ساعدكيما
+
+954
+01:20:12,400 --> 01:20:16,700
+حكوا يلا نخليهم تلت كاميرات فى الجوال فى ناس وافجت
+
+955
+01:20:16,700 --> 01:20:22,160
+من إدارة العليا بنت فكرتهم فمشيت طبعا ال slide
+
+956
+01:20:22,160 --> 01:20:28,140
+البعد راح نتعرف على أنواع الشخاص
+
+957
+01:20:28,140 --> 01:20:29,800
+اللى مش تاهمين فى عملية التغيير
+
+958
+01:20:32,830 --> 01:20:35,930
+ماشي قعدت بس ده احكي example فى أنمي تالي يا أخوات
+
+959
+01:20:35,930 --> 01:20:40,010
+الآن المصاعد الكهربائية ممكن تعرض حياة الإنسان
+
+960
+01:20:40,010 --> 01:20:43,490
+للخطر خاصة لما يتم إغلاق .. لما عفوا يتم انقطاع
+
+961
+01:20:43,490 --> 01:20:47,470
+التيار الكهربائي عنها ..ماشي الشركات المتخصصة بس
+
+962
+01:20:47,470 --> 01:20:51,190
+ماوصلش عنها المتخصصة في صناعة المصاعد هي اللي لازم
+
+963
+01:20:51,190 --> 01:20:56,210
+تحل المشكلة هذه فاخترعوا
+
+964
+01:20:56,210 --> 01:21:00,730
+جهاز يركبوه في الأسانسيةفي حالة انقطاع الكهرباء
+
+965
+01:21:00,730 --> 01:21:04,570
+الجهاز أو الأسنصار اللى واحد و يطلع لغاية أقرب
+
+966
+01:21:04,570 --> 01:21:10,110
+طابق معاه عنده و يفتح لإنقاذ الناس خلال سبع تواني
+
+967
+01:21:10,110 --> 01:21:14,690
+فقط لأن لو تمان تواني حقلك انت لو انحبست في
+
+968
+01:21:14,690 --> 01:21:18,930
+الأسنصار ترفع جدي على المؤسسة ده هنا بس ماوصلناش
+
+969
+01:21:18,930 --> 01:21:21,690
+ليش هذا دور يوصلنا احنا عشان الكلاب تقطع باستمرار
+
+970
+01:21:21,690 --> 01:21:27,730
+الان هنا عندهم مشكلة فلازم يغيرواو أيه اللي حضرلهم
+
+971
+01:21:27,730 --> 01:21:30,690
+بس تدفع اتعودات للناس هذا انحبس و هذا صار معه ضغط
+
+972
+01:21:30,690 --> 01:21:35,170
+و هذا مات و هذا بصار اشي ماشي او اتعود الاختناق
+
+973
+01:21:35,170 --> 01:21:38,890
+ففكروا فى طريقة ان الاصنصار لوحده يطلع طبعا بطاقة
+
+974
+01:21:38,890 --> 01:21:43,810
+معينة يقف عندك ربطابج و يفتح و ينقض الناس هذا اسمه
+
+975
+01:21:43,810 --> 01:21:48,010
+تغيير لكن كان تغيير إجباري ليش؟ لأنه حل مشكلة مش
+
+976
+01:21:48,010 --> 01:21:52,190
+هم كانوا يعني .. مش رفاهية لأ هذا اشي ضروري جدا
+
+977
+01:21:52,190 --> 01:21:55,550
+واضح؟ ماشي ناخد break خمس دقايق
+
+978
+01:22:05,170 --> 01:22:12,050
+طبعاً راح نكمل ابعدت عن التغيير في المنظمات وحكينا
+
+979
+01:22:12,050 --> 01:22:20,210
+إنه فيه أربع أدوار للتغيير المنظمي منها المخترع،
+
+980
+01:22:20,210 --> 01:22:28,130
+الرائد، الراعي، المختار inventor، الرائد pioneer،
+
+981
+01:22:28,130 --> 01:22:33,720
+الراعي sponsor، الممحس inspectorفي أربع أدوار
+
+982
+01:22:33,720 --> 01:22:38,380
+الصيني بعده راح يشرح لنا دور كل واحد ماشي أربع
+
+983
+01:22:38,380 --> 01:22:43,780
+أدوار لتبني التغيير يعني هدول الأدوار مش أهل هدول
+
+984
+01:22:43,780 --> 01:22:46,740
+ناس إما يكون واحد أو اتنين أو تلات أو أربع تفضلي
+
+985
+01:22:46,740 --> 01:22:54,500
+أول
+
+986
+01:22:54,500 --> 01:22:59,800
+دور هو المختلان هو
+
+987
+01:22:59,800 --> 01:23:05,310
+شخص مطورويعرف الجوانب الفنية للفكرة وشخص اللي
+
+988
+01:23:05,310 --> 01:23:11,810
+يخترع أو يأتي بفكرة من البداية لكن ماعندوش إمكانية
+
+989
+01:23:11,810 --> 01:23:16,530
+أو دعم لتحويل الفكرة إلى نتيجة على أخر واحد يأتي
+
+990
+01:23:16,530 --> 01:23:20,190
+بالفكرة هو ممتع جاء بالفكرة ولكن يحتاج إلى من
+
+991
+01:23:20,190 --> 01:23:24,490
+يساعده لتحقيق العمل دي ماشي زي إيش بتاني يا أخوات؟
+
+992
+01:23:24,490 --> 01:23:28,750
+زي اللي ييجي واحد متن يعمل اختراع الحجر الصديق
+
+993
+01:23:28,750 --> 01:23:36,230
+للبيئة هالي عملوهاهو اخترع الفكرة هذه لكن مش ملاقي
+
+994
+01:23:36,230 --> 01:23:40,150
+حد يعطي الدعم انه يبدأ ينشر فكرته و يسوقلها و
+
+995
+01:23:40,150 --> 01:23:43,950
+يفرجينا البنايات لأ لسه هذا اسمه ايش اختراع زي
+
+996
+01:23:43,950 --> 01:23:49,490
+قدسه لما اخترع الكهرب فضلا هو برضه عادة تدوير لبعض
+
+997
+01:23:49,490 --> 01:23:55,950
+المهارة مثلا صحيح عادة تدوير الرائد
+
+998
+01:23:58,050 --> 01:24:04,910
+هو شخص يؤمن بالفكرة التي جاء بها الـ مختلف ودرس
+
+999
+01:24:04,910 --> 01:24:10,190
+جوانبها تأكد تحقق من التكلفة والرباح عمل دراسة
+
+1000
+01:24:10,190 --> 01:24:13,550
+يعني عمل دراسة لازم يعمل دراسة اه وبالتالي حصل عمل
+
+1001
+01:24:13,550 --> 01:24:19,030
+جهود وحصل على دعم إداري ومالي لتنفيذ الفكرة شخص من
+
+1002
+01:24:19,030 --> 01:24:24,610
+داخل المنظمة خلع الفكرة وساعت ساهم في عمل الدراسات
+
+1003
+01:24:24,610 --> 01:24:29,120
+اللازمة من ناحية التكلفة والربحو سهل التواصل مع
+
+1004
+01:24:29,120 --> 01:24:32,860
+الإدارة و الجانب الدماغي على أساس أنه يتم تنفيذه
+
+1005
+01:24:32,860 --> 01:24:38,460
+عنا الآن واحد ميكانيكي زمان كانت إطارات السيارات
+
+1006
+01:24:38,460 --> 01:24:42,920
+لما تخرب يرموها أو يعملولها عادة تدوية هو قال طب
+
+1007
+01:24:42,920 --> 01:24:46,180
+احنا ليش ما نصلحها زمان نصلح .. نصلح التياب مثلا
+
+1008
+01:24:46,180 --> 01:24:50,700
+لو الفستان مزعج ممكن نخيطه سر جديد أو الشنطة طب
+
+1009
+01:24:50,700 --> 01:24:54,140
+احنا ليش مانفكر في الفكرة أن وطار السيارة مارتميشو
+
+1010
+01:24:54,140 --> 01:24:57,940
+فعلا قعد يفكر و توصل لفكرة طبعا في مجال التخصص و
+
+1011
+01:24:57,940 --> 01:25:02,620
+هذا اسمه مخترع لما اتعرف ع ناس ايدو و عاملهما وياه
+
+1012
+01:25:02,620 --> 01:25:07,220
+الدراسة و اتأكدوا ان انسلمت الفكرة صار رواد الان
+
+1013
+01:25:07,220 --> 01:25:12,480
+شوف الراعي رواد يعني رياضة الراعي هو مدير في
+
+1014
+01:25:12,480 --> 01:25:18,300
+الإدارة العلوية يظل العقبات يعطي الدعم و الموافقة
+
+1015
+01:25:18,300 --> 01:25:21,320
+ممكن تقوم حتى يقول لي ليش لازم أكون مدير في
+
+1016
+01:25:21,320 --> 01:25:22,300
+الإدارة العلوية؟
+
+1017
+01:25:28,380 --> 01:25:36,590
+ممتاز دائما الأفكار الجديدة بتواجه رفضماشي بدنا
+
+1018
+01:25:36,590 --> 01:25:38,870
+نحط تلات كاميرات هيقول المدير العام ليش ما هي
+
+1019
+01:25:38,870 --> 01:25:43,230
+اتنين لازم يكون قدرة عند الرائد انه يقنع المدير
+
+1020
+01:25:43,230 --> 01:25:46,930
+العام باهامية الفكرة الجديدة لو المدير العام مقتنع
+
+1021
+01:25:46,930 --> 01:25:49,870
+هيعطي فلوس هيعطي قرار بالتنفيذ هيقدم الدعم ال
+
+1022
+01:25:49,870 --> 01:25:53,570
+logistic هيقدم الدعم المادى فهيك بانتقل من الفكرة
+
+1023
+01:25:53,570 --> 01:25:58,150
+من مجرد فكرة في الدماغ وفكرة في الأوراق إلى أرض
+
+1024
+01:25:58,150 --> 01:26:00,690
+الواقع هل تقول لك نفسك أن دراسة عامة درستها دراسة
+
+1025
+01:26:00,690 --> 01:26:07,520
+مدرسة دراسة الشيطان؟ اهلازم يوافق .. اه فانا لازم
+
+1026
+01:26:07,520 --> 01:26:12,040
+ترجع للمساعدة إدارة هو عشان .. المساعدة إدارة تحت
+
+1027
+01:26:12,040 --> 01:26:14,700
+إيده و لا علا منه .. تحكي .. اه .. اللي لازم تاخد
+
+1028
+01:26:14,700 --> 01:26:17,820
+موافقته لإن هو بناخد مركبة حسب دول .. بتحسبش
+
+1029
+01:26:17,820 --> 01:26:21,340
+المدرسة .. اه .. و لفلوس ال .. ال .. الموازنة ..
+
+1030
+01:26:21,340 --> 01:26:24,480
+اه الموازنة او تصدروها في مجلد البنك حسب المدرسة
+
+1031
+01:26:24,480 --> 01:26:27,020
+.. اه .. فانا نقسموها .. اه .. يعني كانت فكرة
+
+1032
+01:26:27,020 --> 01:26:30,140
+مدرستنا ف .. فطلعتنا موديل المنطقة .. لازم ..
+
+1033
+01:26:30,140 --> 01:26:32,840
+ممتاز .. لازم الإدارة اللي عليها تتبنها و إلا مننج
+
+1034
+01:26:34,880 --> 01:26:39,440
+الدول الرابع المحس أو الناطق هو شخص يطلب البرهين
+
+1035
+01:26:39,440 --> 01:26:44,100
+والاختبارات لينتقد الفكرة، لينتقد جوانب الجوانب
+
+1036
+01:26:44,100 --> 01:26:49,420
+القصور ويؤكد على صلاحيته، بالتالي بيحكي، بيعتقل أن
+
+1037
+01:26:49,420 --> 01:26:53,940
+الفكرة ده قرر التنفيذ وإنه فيهالان الميكانيكي
+
+1038
+01:26:53,940 --> 01:26:58,340
+العامل هو اللي جال عن فكرة ان الكوشوك او الإطار
+
+1039
+01:26:58,340 --> 01:27:04,280
+السيارة لما يخرب ممكن نصلحه عشان ناخد ال okay لازم
+
+1040
+01:27:04,280 --> 01:27:09,980
+يجي مهندس ميكانيكي يجرب بنفسه و يشوف إذا أه صح
+
+1041
+01:27:09,980 --> 01:27:14,280
+كلامكوا صحيح ولا لأ فيه مبالغة واضح؟ إذا الممحز ده
+
+1042
+01:27:14,280 --> 01:27:19,160
+كلمة مراقب نعمل اختيار للعينة نشوف اختراعك هدى او
+
+1043
+01:27:19,160 --> 01:27:25,460
+فكرتك هدىهل فيها سلبيات؟ إيش إيجابياتها؟ هل بتقدم
+
+1044
+01:27:25,460 --> 01:27:30,300
+حلول جوهرية و لا بس مجرد حاجة هيك رفاهية و خلاص؟
+
+1045
+01:27:30,300 --> 01:27:33,460
+هو يعطي طبعا رأيه على مدى قابليتها أو مدى جربة
+
+1046
+01:27:33,460 --> 01:27:36,840
+تنفيذ الـ .. هو هيقول okay، هيقول المدير العام
+
+1047
+01:27:36,840 --> 01:27:47,920
+okay، هيقول no، خلاص no سؤال،
+
+1048
+01:27:47,920 --> 01:27:52,880
+حانتي شيله جوابالشخص الذي يطور فكرة جديدة يعرف
+
+1049
+01:27:52,880 --> 01:27:55,800
+أنها دا قيمة فنية ولكن ليس لديه القدرة على
+
+1050
+01:27:55,800 --> 01:28:00,320
+تلويجها. مختلفة، مختلفة، مختلفة. ممتازيني، مركزيني
+
+1051
+01:28:00,320 --> 01:28:01,260
+أنا، مركزيني.
+
+1052
+01:28:05,660 --> 01:28:09,140
+لكن طبعاً مش في كل تغيير أنا مطالبة بالاختراع، مش
+
+1053
+01:28:09,140 --> 01:28:10,380
+شرط اختراع الحاجة يعني.
+
+1054
+01:28:13,540 --> 01:28:17,700
+مراحل عملية التغيير. المخطط. المخطط.لأن احنا كنا
+
+1055
+01:28:17,700 --> 01:28:20,200
+نوعين، طب هدا مين فيهم؟ هدا المخطط، هدا اللي تحت
+
+1056
+01:28:20,200 --> 01:28:23,240
+سيطرتي وانا اللي بده أغير، فضّالي طبعا أنا برحوم
+
+1057
+01:28:23,240 --> 01:28:26,940
+ماخدة بعين اعتبار في خطة استراتيجية أو في سيطرة
+
+1058
+01:28:26,940 --> 01:28:33,700
+مدنية موظفة لإنواع يحصل التخطيط على المدى التواصل
+
+1059
+01:28:33,700 --> 01:28:39,080
+أو على المدى المستقبلي، تنبع أولا من إدراك حاجة،
+
+1060
+01:28:39,080 --> 01:28:43,560
+حاجة للتغيير وزي ما حكينا عن حاجة التغييرتأثر
+
+1061
+01:28:43,560 --> 01:28:47,540
+بعرامي الداخلية داخل المؤسسة و الخارجية طبعا يجب
+
+1062
+01:28:47,540 --> 01:28:50,640
+أن يكون فيه perception أو إدراك إنه فيه لزوم ممكنة
+
+1063
+01:28:50,640 --> 01:28:54,240
+أو في حاجة ممتاز، إذن، لحظة يا انتي السؤال اللي
+
+1064
+01:28:54,240 --> 01:28:59,940
+بيطرح نفسه الآن ما المقصود بال need أو الحاجة؟ شو
+
+1065
+01:28:59,940 --> 01:29:05,520
+معناه حاجة؟ أنا عطشة، أنا محتاجة أشرب ميه؟ رغبة،
+
+1066
+01:29:05,520 --> 01:29:09,640
+رغبة، رغبة، رغبة، رغبة، رغبة، رغبة، رغبة، رغبة،
+
+1067
+01:29:09,640 --> 01:29:09,700
+رغبة، رغبة، رغبة، رغبة، رغبة، رغبة، رغبة، رغبة،
+
+1068
+01:29:09,700 --> 01:29:14,300
+رغبة، رغبة، رغبة، رغبة، رغبة، رغبة، رغبة، رممتازة
+
+1069
+01:29:14,300 --> 01:29:18,040
+الحاجة إشي ضروري يعني لو انت انحربت من الماء لفترة
+
+1070
+01:29:18,040 --> 01:29:22,240
+معينة ممكن يحصلك وفعلة سمح الله الرغبة اللي هي
+
+1071
+01:29:22,240 --> 01:29:27,220
+مزجات يعني أسود و لزرق و لأحمر هذه الرغبة الحاجة
+
+1072
+01:29:27,220 --> 01:29:32,280
+لأ ما المقصود بالحاجة اللي هي الضرورة أو اختلال
+
+1073
+01:29:32,280 --> 01:29:38,180
+توازن شيء معين بفرض علي أن أعيده لوضعه الطبيعيإذا
+
+1074
+01:29:38,180 --> 01:29:43,980
+أنا حاسة جواتي أن أحنا لازم نغير واضح؟ الرغبة لأ
+
+1075
+01:29:43,980 --> 01:29:47,580
+بمزاجك، حاب أحمر ولا زرق؟ ماش علاقة، رغبتك هيك
+
+1076
+01:29:47,580 --> 01:29:55,320
+يعني، تفضلي إذا شعرنا بقوة أن أحنا لازم نغير خطوة
+
+1077
+01:29:55,320 --> 01:30:00,800
+تانية، تحديد أهداف التغيير ليش؟ لأ ليش التغيير
+
+1078
+01:30:00,800 --> 01:30:06,240
+يعني؟ لماذا التغيير؟ليش بدك تغير ال decor هنا؟ او
+
+1079
+01:30:06,240 --> 01:30:10,280
+ليش بدك تغير سيارتك؟ او ليش بدك تغير وظيفتك؟ لازم
+
+1080
+01:30:10,280 --> 01:30:16,620
+اكون عارفة انا ليش بده اغير؟ خطوة تكريها تشخيص
+
+1081
+01:30:16,620 --> 01:30:22,080
+المتغيرات ..الان ندخل في التفاصيل يعني طبعا بعد
+
+1082
+01:30:22,080 --> 01:30:25,920
+التحديث ندخل في التفاصيل ..أيوة ..تشخيص المتغيرات
+
+1083
+01:30:25,920 --> 01:30:28,500
+..إيش الشغلات اللي هتأثر علينا لو غيرنا ..التفاصيل
+
+1084
+01:30:28,500 --> 01:30:31,780
+اللي هتأثر علينا لو غيرنا ..طبعا ..لو نفهم ما
+
+1085
+01:30:31,780 --> 01:30:37,410
+نختار الاسلوبالمنازل هنا ببدأ افكر و اعمل دراسات
+
+1086
+01:30:37,410 --> 01:30:42,310
+كيف هنغير نجمع معلومات بعد ذلك يبدأ عملية التخطيط
+
+1087
+01:30:42,310 --> 01:30:45,970
+عشان ايه قلتلي كانت تغير مخطط يعني تحت سيطرتنا
+
+1088
+01:30:45,970 --> 01:30:49,590
+لغاية ايه احنا لا غيرنا ولا حاجة لسه قاعدين نتناقش
+
+1089
+01:30:49,590 --> 01:30:53,250
+و بنعمل دراسات يمكن نقول بدناش نغير احنا كوحسين
+
+1090
+01:30:53,250 --> 01:31:01,420
+هيك بعد عملية التخطيطإذا اتخذنا قرار بالتغيير الآن
+
+1091
+01:31:01,420 --> 01:31:09,360
+خلاص نفدنا بعد ذلك المتابعات هل قرار التغيير كان
+
+1092
+01:31:09,360 --> 01:31:15,380
+لصالحنا ولا ضدنا ماشي زي ما قلنا بدهم يعملوا مثلا
+
+1093
+01:31:15,380 --> 01:31:18,800
+لو ايفون فكرة تسوي جوال باربع كاميرات اشراكه لأن
+
+1094
+01:31:18,800 --> 01:31:21,680
+الموضوع مبلغ فيه هيك يعني هو انتوا ماعندكوش تغيير
+
+1095
+01:31:21,680 --> 01:31:25,140
+في جوالاتك و غير الكاميرات شوفوا حاجة تانية ايه
+
+1096
+01:31:25,140 --> 01:31:28,670
+الداكرة البطارية الشكلإذا أحيان التغيير بيكون
+
+1097
+01:31:28,670 --> 01:31:32,830
+مبالغ فيه أو أن المستهلك خلاص اتعود فمثلا تيجي
+
+1098
+01:31:32,830 --> 01:31:38,710
+ايفون تعمل جوال باربع كاميرات أنا مابقي ادهاش ليش؟
+
+1099
+01:31:38,710 --> 01:31:41,170
+ما خلاص ما انتوا عملته بتلاتة وانتوا ماعندكوا
+
+1100
+01:31:41,170 --> 01:31:43,710
+تشغلوا الكاميرا كل شوية تزودونا كاميرا جوال كله
+
+1101
+01:31:43,710 --> 01:31:48,110
+كاميرات ولا إش فلازم التغيير زي ما هو أمامنا يكون
+
+1102
+01:31:48,110 --> 01:31:55,010
+مخطط له تنفيذ و أقيم عملية التغيير تقولي إذا ال ..
+
+1103
+01:31:55,170 --> 01:31:58,550
+هذه طبعا مضحكة مراحل، إيش هي قصها؟ من تراؤط
+
+1104
+01:31:58,550 --> 01:32:03,150
+العمليات تبعاتكم؟ ال feedback ممتاز يا auntie ال
+
+1105
+01:32:03,150 --> 01:32:08,590
+feedback طبعا كلهم يعني متسلسلين لكل مرحلة كل
+
+1106
+01:32:08,590 --> 01:32:12,610
+مرحلة هم متسلسلين هدول يا auntie إجراءات متسلسلين
+
+1107
+01:32:12,610 --> 01:32:18,910
+و بعدين بناء على متابعة التقييم تنبع حاجة للتقييم
+
+1108
+01:32:18,910 --> 01:32:23,270
+خلصت من التغيير هذا صار ضغطين بص بشوف حاجة جديدة،
+
+1109
+01:32:23,270 --> 01:32:24,070
+بعملي حاجة جديدة
+
+1110
+01:32:27,860 --> 01:32:30,600
+طبعا خد بالك التغيير لازم يكون مدروس مش كل يوم
+
+1111
+01:32:30,600 --> 01:32:34,380
+نغير احنا ولا كل شهر لأ بدنا فترة زمنية طويلة لما
+
+1112
+01:32:34,380 --> 01:32:38,160
+نتاخد قرار بقاش بالتغيير عشان مايصيرش ربكة في
+
+1113
+01:32:38,160 --> 01:32:43,200
+الشغل كل شهر هي تغير تغير مانفعش طبعا في أنواع
+
+1114
+01:32:43,200 --> 01:32:46,980
+التغيير تغيير
+
+1115
+01:32:46,980 --> 01:32:50,000
+الهيكل أو التصميم ال organization ال design نفسه
+
+1116
+01:32:50,000 --> 01:32:53,100
+تغيير التكنولوجيا والعمليات technological
+
+1117
+01:32:53,100 --> 01:32:55,460
+processes وتغيير في الأفراد
+
+1118
+01:33:02,230 --> 01:33:06,830
+تغيير الهيكل والتصميم عشان تمسح الأسود اللي على
+
+1119
+01:33:06,830 --> 01:33:10,910
+التغيير عشان مش واضحة
+
+1120
+01:33:10,910 --> 01:33:16,130
+Islam
+
+1121
+01:33:16,980 --> 01:33:21,080
+أولا تبير الهيتر والتصميم التبيرات الهيترية هي أي
+
+1122
+01:33:21,080 --> 01:33:25,100
+تبير في الطرق التي تصمم وتزاد بها المنظمة مثل
+
+1123
+01:33:25,100 --> 01:33:29,600
+تسليم الوظائف التفصيلات الأساسية بالمنظمة علاقة
+
+1124
+01:33:29,600 --> 01:33:34,320
+الرؤساء بالمرؤوسين وتوزيع السلطين هذه كلها شرحناها
+
+1125
+01:33:34,320 --> 01:33:38,740
+يا أخوات في موضوع التنظيم فهي كلمة عشان الوقت لأ
+
+1126
+01:33:38,740 --> 01:33:42,360
+ولا لازم أشعر بالموضوع تعطي أمثلة لأ هي الأمثلة هي
+
+1127
+01:33:42,360 --> 01:33:51,510
+بتبسط يعنيطبعًا إذا صارت تطور في أداء المنظمات
+
+1128
+01:33:51,510 --> 01:33:57,630
+وصارت بثقت وظائف جديدة مثلًا توظيف تكنولوجيا
+
+1129
+01:33:57,630 --> 01:34:03,050
+ومعلومات ودلتالي في وظائف ممكن تندطح أو يتبطل
+
+1130
+01:34:03,050 --> 01:34:08,110
+انهابة أو يحصل فيه احتياجات أخرى لوظائف مستحدثة
+
+1131
+01:34:08,110 --> 01:34:12,570
+ودلتالي طلب تصميم وظائف جديدة أو استحداث وظائف
+
+1132
+01:34:12,570 --> 01:34:17,000
+جديدةممكن تقسيمات لحظة يا عزيزي كان زمان في
+
+1133
+01:34:17,000 --> 01:34:22,080
+التسويق في أي شركة كان تسويق بشكل تقليدي بوسترات
+
+1134
+01:34:22,080 --> 01:34:25,560
+وإعلانات في التلفاز وفي الراديو الآن لأ اللي ينسوا
+
+1135
+01:34:25,560 --> 01:34:29,120
+عننا التسويق الرقمي والتسويق الإلكتروني والتسويق
+
+1136
+01:34:29,120 --> 01:34:32,440
+الفيروسي خلاص لنبدأ نصمم الوظيفة اللي تكون عندى في
+
+1137
+01:34:32,440 --> 01:34:38,420
+المؤسسة ماشي تفضل اتنين اتنين تقسيمات أساسيا
+
+1138
+01:34:38,420 --> 01:34:45,070
+المنظمة لو المنظمةهل الشرط تستحدث و لا ممكن تعمل
+
+1139
+01:34:45,070 --> 01:34:51,390
+دمج ممكن تتوسع و ممكن تضيق الاتنين تغير ممتاز طبعا
+
+1140
+01:34:51,390 --> 01:34:56,250
+يجب أن تجعل هذا تغير علاقة الرؤساء بالمروسين ممكن
+
+1141
+01:34:56,250 --> 01:34:59,370
+كمان من مبنى الشغلات إذا كان في decentralization
+
+1142
+01:34:59,370 --> 01:35:04,170
+أو دامة كبيرة أو تقوية المهام رح يضطر المتجر إلى
+
+1143
+01:35:04,170 --> 01:35:08,890
+تغيير عام زودت منطقة الشراف ضيقته غيرت الإدارة هذا
+
+1144
+01:35:08,890 --> 01:35:10,130
+كله تغير ممتاز
+
+1145
+01:35:13,540 --> 01:35:17,120
+هذا التغيير زى ما انت شايفه في صميم العمل الإدارى،
+
+1146
+01:35:17,120 --> 01:35:26,640
+هذا التغيير في الإدارة تغيير
+
+1147
+01:35:26,640 --> 01:35:31,960
+تكنولوجى والعمليات من .. بتحب تقرأ؟ هي تقرأ ولا
+
+1148
+01:35:31,960 --> 01:35:36,420
+تشرح؟ تشرح، كذا، لإن مش تقريبا يعنى التكنولوجى
+
+1149
+01:35:36,420 --> 01:35:40,520
+مرحل علينا من كلكلمة تشرح هذا مأذق يا أنتي أنا
+
+1150
+01:35:40,520 --> 01:35:47,160
+بتشرحها، بس إذا كان حد بتساعدنا، بتعطينا أمثلة بس
+
+1151
+01:35:47,160 --> 01:35:50,680
+إذا كان حد بحب يخرج أول و لا يخرج، بطل التبنيات
+
+1152
+01:35:50,680 --> 01:35:53,800
+والتكنولوجيا والعمليات، فيها تبنيات مشتركة
+
+1153
+01:35:53,800 --> 01:35:56,440
+بالعمليات الإنتاجية المؤدية إلى إنتاج السلع
+
+1154
+01:35:56,440 --> 01:35:59,920
+والخدمات وتحسين هذه الإنتاجية وقداري كثير خداء
+
+1155
+01:35:59,920 --> 01:36:04,420
+المنظمةالخبرة التكنولوجية لها دور مهم في مجال عمل
+
+1156
+01:36:04,420 --> 01:36:08,260
+في منظمات التي تعتمد لها مركزيا، بحيث أنها منظمات
+
+1157
+01:36:08,260 --> 01:36:11,840
+أكثر ملونة، فالعاملين فيها لهم حرية أكبر لمتابعة
+
+1158
+01:36:11,840 --> 01:36:14,900
+الفرص والاحتمامات اللي بيجيب عليها. أفكار تغيير
+
+1159
+01:36:14,900 --> 01:36:19,400
+التكنولوجيا غالبا تأتي من مستويات الإدارية الدنيا،
+
+1160
+01:36:19,400 --> 01:36:23,280
+نادرة ما تأتي من الإدارة العليا، كونها لات من خلال
+
+1161
+01:36:23,280 --> 01:36:25,900
+المهارات والشبعات التدنيا اللي عملوا الإنسان في
+
+1162
+01:36:25,900 --> 01:36:28,300
+مستوى الإدارة الدنيا. خُدي بأيك أخر فقه مش مُسلم
+
+1163
+01:36:28,300 --> 01:36:30,280
+فيها 100%. تفضل.
+
+1164
+01:36:32,380 --> 01:36:36,720
+الـ technology هي أداة أو وسيلة تساعدنا في تنظيم
+
+1165
+01:36:36,720 --> 01:36:41,460
+الـ الـ IT وبالتالي هي مرتبطة بالعملية الإنتاجية
+
+1166
+01:36:41,460 --> 01:36:49,140
+بتأدي إلى إنتاج سرعة الخدمات طبعا الهدف كان البيئة
+
+1167
+01:36:49,140 --> 01:36:53,600
+الخارجية تتحفظنا على تحسين الخدمة، نوعية الخدمة أو
+
+1168
+01:36:53,600 --> 01:36:58,200
+جودة الخدمات أو الإنتاجية، بالتالي الـ technology
+
+1169
+01:36:58,200 --> 01:37:02,670
+راح تساعدنا أنه نحقق خدمةأذا تغيير التكنولوجيا على
+
+1170
+01:37:02,670 --> 01:37:06,470
+سبيل المثال ان انا مثلا كان عندى المصنع العمال
+
+1171
+01:37:06,470 --> 01:37:11,290
+بيشتغلوا فيه يدوي غيرنا صار آلي غيرنا دخلنا
+
+1172
+01:37:11,290 --> 01:37:13,650
+الإنسان الآلي اللى هو ال robot يعني عندنا في عالم
+
+1173
+01:37:13,650 --> 01:37:17,470
+مصانع سيارات اللى بيصنع السيارة من الآل فيه للياقل
+
+1174
+01:37:17,470 --> 01:37:20,090
+والإنسان القالي ال robot اذا انت تغيير تكنولوجيا
+
+1175
+01:37:20,090 --> 01:37:24,370
+لا غيرنا في الوظائف ولا في الدول العليا غير في نفس
+
+1176
+01:37:24,370 --> 01:37:29,150
+العملية ماشي انت مثلا كنت تسوي الكاك بنفسك بيدك
+
+1177
+01:37:29,150 --> 01:37:32,910
+الآن روحتش بتيخلطهو اللي بيعملها بس تحطيها في
+
+1178
+01:37:32,910 --> 01:37:36,010
+الفرن، إذا هنا التغيير صار في نفس الآلة أو نفس
+
+1179
+01:37:36,010 --> 01:37:39,110
+الجهاز، فبنسميه تغير عيش تكنولوجيا، كان زمان
+
+1180
+01:37:39,110 --> 01:37:44,790
+الحاسوب كيف شكله شاشة، box، keyboard و mouse، دهر
+
+1181
+01:37:44,790 --> 01:37:48,450
+ال laptop، حطينا هذا ع جمعه ووزعنا على كل الشركة
+
+1182
+01:37:48,450 --> 01:37:52,690
+أجهزة laptop، هيك بيصير التغيير التكنولوجيا، واضح؟
+
+1183
+01:37:52,690 --> 01:37:57,120
+وهكذا، فضلينطبعاً الخبرة التكنولوجية أو التغيير
+
+1184
+01:37:57,120 --> 01:38:02,140
+التكنولوجي بيساعدنا إذا كانت المنظمة لا مركزية أو
+
+1185
+01:38:02,140 --> 01:38:07,320
+الـ asynchronous عندها تفاوض مهرانة وعلمة ممتازة
+
+1186
+01:38:07,320 --> 01:38:12,630
+المنظمة اللي إلها فضوع كي بدأ تتابع العملعن طريق
+
+1187
+01:38:12,630 --> 01:38:17,510
+اللي هي ربط كل أجهزة المؤسسة زي ما شرحنا قبل هيك
+
+1188
+01:38:17,510 --> 01:38:21,310
+في العالم و في المؤسسات المنظمات المتعددة
+
+1189
+01:38:21,310 --> 01:38:26,230
+للدراسيات قلنا في وحدة مركزية و أين ما تكون الشغل
+
+1190
+01:38:26,230 --> 01:38:30,110
+كله بتخزن فيها واضح فإذا في اللي مركزية الشغل زي
+
+1191
+01:38:30,110 --> 01:38:32,710
+ما أنت عايزه بس كل شغلك هيجي على الجهاز هذا درجة
+
+1192
+01:38:32,710 --> 01:38:36,520
+تفضليطبعًا، زي ما حكيها، لأنه اللي مركزيا فيه همور
+
+1193
+01:38:36,520 --> 01:38:40,420
+أكثر وبالتالي، محتاجة لتكنولوجيا تساعد في تنفيذ
+
+1194
+01:38:40,420 --> 01:38:42,520
+العمل اللي مركزي.
+
+1195
+01:38:44,620 --> 01:38:47,980
+طبعًا، التغيير .. خُدي بالك .. أيوة، هو مش كتبلك
+
+1196
+01:38:47,980 --> 01:38:51,620
+دائمًا، هو كتبلك غالبًا، عشانك أنا قلت الفقرة هذه
+
+1197
+01:38:51,620 --> 01:38:57,380
+مش مسلم فيها. إن كانت القصد فيها إنه ال .. زي ما
+
+1198
+01:38:57,380 --> 01:39:02,520
+فهمنا، إنه الإدارة فيها ..مستويات الإدارة العليا
+
+1199
+01:39:02,520 --> 01:39:09,340
+ووسطها الدنيا، العليا بتتعلق بالستراتيجية و
+
+1200
+01:39:09,340 --> 01:39:14,700
+بالقرارات صحيح لكن الدنيا اللي هي الأعمال الفنية
+
+1201
+01:39:14,700 --> 01:39:19,900
+أو اللياقة الزلقاء لكن خدي بالك الدنيا مابتقدر
+
+1202
+01:39:19,900 --> 01:39:23,480
+تغيظ و لا حاجة غير بموافقة العليا لأنه بده دعم
+
+1203
+01:39:23,480 --> 01:39:28,440
+مالي ماشي؟ يعني ان انت الآن محاسبتشغل على برنامج
+
+1204
+01:39:28,440 --> 01:39:32,940
+معين شفتي بحسب شغلك و تخصك امتبع تطورات شفتي
+
+1205
+01:39:32,940 --> 01:39:37,060
+برنامج افضل و اقوى مابتقدراش لو واحدك تسحب
+
+1206
+01:39:37,060 --> 01:39:40,040
+البرنامج من المؤسسة و تجيب برنامج لأ لازم تاخد
+
+1207
+01:39:40,040 --> 01:39:44,000
+الإدارة موافقة الإدارة عشان تقتنع و تشوف ان هو ده
+
+1208
+01:39:44,000 --> 01:39:47,560
+مزايا كتير و يستحق المصاري و هيكون عنده عواعد اعلى
+
+1209
+01:39:47,560 --> 01:39:52,680
+بتوافق مقتنعتش خلاص ماشي تفضلي
+
+1210
+01:39:54,440 --> 01:39:59,480
+أحنا كنا في مكتب فني مهندس كهربا ومدني ومعماري كنا
+
+1211
+01:39:59,480 --> 01:40:02,800
+بنشتغل .. في تلات مهندسين مدني ومعماري وكهربا طب
+
+1212
+01:40:02,800 --> 01:40:05,940
+بنشتغل على مشروع واحد ان هو مبنى يعني عنواره .. اه
+
+1213
+01:40:05,940 --> 01:40:09,060
+بنصمم في برنامج .. بدهم يبنوا بناية جاعدين بتصمموا
+
+1214
+01:40:09,060 --> 01:40:11,840
+لسه على خرايط ولا .. لأ طبعا انا ارتوكيف برنامج
+
+1215
+01:40:11,840 --> 01:40:14,580
+جديد اه بتصمموا اه يعني جاز لسه في البداية اه في
+
+1216
+01:40:14,580 --> 01:40:17,460
+البداية بتصمموا على برنامج احنا نبدأ من البداية
+
+1217
+01:40:17,460 --> 01:40:20,720
+لحد ما المبنى ينتهي تماما ويتشطب ويتسلق يصير عرض
+
+1218
+01:40:25,690 --> 01:40:29,750
+أه معروف برنامج AutoCAD هو غالبا 2D يعني نشتغل
+
+1219
+01:40:29,750 --> 01:40:33,350
+عليه وكان تظهر عندنا مشكلة احنا اللحظة يعني مثلا
+
+1220
+01:40:33,350 --> 01:40:36,070
+ممكن المهندس المعمار يغير انا مايجينيش التغيير و
+
+1221
+01:40:36,070 --> 01:40:39,690
+اكون بشتغل التصميم القديم اه فهذه كانت مشكلة بتحصل
+
+1222
+01:40:39,690 --> 01:40:44,050
+بين احنا ك 3 مهندسين بنلاقي نفسناتغيير المهندس ما
+
+1223
+01:40:44,050 --> 01:40:47,070
+يتخزنش يظهر عندك في ال design ايوة لإن كل واحد
+
+1224
+01:40:47,070 --> 01:40:50,610
+بيشتغل لحاله اه كل واحد له جهاز ففيش حاجة مسكها اه
+
+1225
+01:40:50,610 --> 01:40:55,090
+ففيش واحدة احنا كمهندسين يعني تابعنا إيش فيه
+
+1226
+01:40:55,090 --> 01:40:58,110
+برنامج جديدة وعرفنا إن في برنامج جديد اسمه Revet
+
+1227
+01:40:58,110 --> 01:41:01,030
+ممتاز ممكن تابع لنفس الشركة فاقترحنا على المدير
+
+1228
+01:41:01,030 --> 01:41:04,540
+تابعنا إنه ممكن البرنامج هذا نجيبه أقنعته؟طبعا
+
+1229
+01:41:04,540 --> 01:41:07,440
+اقنعنا و المدير اتكلم عن إدارة العملاء ممتاز
+
+1230
+01:41:07,440 --> 01:41:10,760
+مقتنعوا برضه و اقنعوناهم ان هم يعطونا الدورة
+
+1231
+01:41:10,760 --> 01:41:13,180
+يجيبونا مركز يقنع الدورة صحيح لازم التدريب و
+
+1232
+01:41:13,180 --> 01:41:17,120
+التدريب تمام هلأ من ثلاث برنامج هذا صار فيه رابط
+
+1233
+01:41:17,120 --> 01:41:24,040
+تعمل تلت computer مع بعض صحيح ممتاز هي فيه برنامج
+
+1234
+01:41:24,040 --> 01:41:26,600
+يعني في أي لمسة او اي حاجة بيعملها الموظف على
+
+1235
+01:41:26,600 --> 01:41:30,160
+جهازه بتتخزن تمام و تظهر عند زملاته بالظبط و فيه
+
+1236
+01:41:30,160 --> 01:41:35,540
+central computer صحيح ممتازطب هل هذا البرنامج اللى
+
+1237
+01:41:35,540 --> 01:41:38,960
+انت قطرحته كان نسخة متطورة عن القديم ولا جديد؟
+
+1238
+01:41:38,960 --> 01:41:44,140
+مستقل لكن حلل المشاكل .. ممتاز .. ممتاز .. فإذا
+
+1239
+01:41:44,140 --> 01:41:47,980
+هنا إحنا ما غيرنا المهندسين لأ غيرنا برنامج أو
+
+1240
+01:41:47,980 --> 01:41:52,460
+غيرنا جهاز الكمبيوتر شكرا لإنت على المثال .. فضلي
+
+1241
+01:41:52,460 --> 01:41:55,140
+.. أفكار إجت من .. أفكار إجت من .. أفكار إجت من ..
+
+1242
+01:41:55,140 --> 01:41:56,120
+أفكار إجت من .. أفكار إجت من .. أفكار إجت من ..
+
+1243
+01:41:56,120 --> 01:41:59,740
+أفكار إجت من .. أفكار إجت من .. أفكار إجت من ..
+
+1244
+01:41:59,740 --> 01:42:03,790
+أفكلو الإدارة العليا رفضت، اللي بيضل جاعد إدارة
+
+1245
+01:42:03,790 --> 01:42:09,790
+الدنيا حزين بحسبه، اه تفضلي و ممكن
+
+1246
+01:42:09,790 --> 01:42:12,250
+العكس، ممكن يجي تغيير من الإدارة العليا لجميعنا من
+
+1247
+01:42:12,250 --> 01:42:14,150
+غير البرامج، الأتنين صح
+
+1248
+01:42:32,830 --> 01:42:38,450
+في خصائص للمنظمة الناجحة في تطوير منتجات جديدة
+
+1249
+01:42:38,450 --> 01:42:44,410
+لديها أول واحدة اللي هي الزبائن، حاجات الزبائن
+
+1250
+01:42:44,410 --> 01:42:48,850
+يكونوا طالعين على حاجات الزبائن وعلى وضع السوق
+
+1251
+01:42:48,850 --> 01:42:54,730
+وعلى احتياجات وضع المنافسين اللي محتاجهم للسوق
+
+1252
+01:42:54,730 --> 01:43:00,110
+وبالتالي تنهر فكرةالتغيير من خلال الإدارة السويدية
+
+1253
+01:43:00,110 --> 01:43:04,710
+و يعملوا recommendation أو طبس في أن هم تنموا
+
+1254
+01:43:04,710 --> 01:43:08,850
+الطلب إذا لازم نعمل دراسات للمستهلكين نشوف هم إيش
+
+1255
+01:43:08,850 --> 01:43:14,130
+حابين أو إيش حابين و أحنا إيش نعمل خطة و نبدأ في
+
+1256
+01:43:14,130 --> 01:43:19,990
+تلبية طلباتهم طبعا دا يجب أن يكون في حدين و
+
+1257
+01:43:19,990 --> 01:43:23,330
+متحسسين إذا خودي بالك التسارس الأول حاجة المستهلك
+
+1258
+01:43:23,330 --> 01:43:25,130
+لأن هو اللي أنا مستهدفة بالسلع
+
+1259
+01:43:39,610 --> 01:43:44,110
+ممتاز اتنين الفنين المختصين في المصنع اللي بتطلعوا
+
+1260
+01:43:44,110 --> 01:43:47,690
+على أخر أخبار الألات المستخدمة تطوراتها النسخ
+
+1261
+01:43:47,690 --> 01:43:54,290
+الجديدة منها هذا كمان لازم يكون موجود الادارة
+
+1262
+01:43:54,290 --> 01:43:55,010
+بالمشارك
+
+1263
+01:43:58,400 --> 01:44:03,600
+ممتاز التغيير بمس كل أعضاء المؤسسة وكل موظفيها
+
+1264
+01:44:03,600 --> 01:44:12,660
+فلازم يشاركوا مش يتفاجئوا صحيح علاقة تكامل ممتاز
+
+1265
+01:44:12,660 --> 01:44:21,400
+تالثاً
+
+1266
+01:44:21,400 --> 01:44:28,490
+تغيير الأفراد إذا قلنا أول حاجة التغييرالهيكلي في
+
+1267
+01:44:28,490 --> 01:44:32,510
+الإيدانة نفسها، بعين تغيير، تكنولوجيا الآن أخر نوع
+
+1268
+01:44:32,510 --> 01:44:40,670
+هو ال human change يعني، اه مش مشكلة مين بيحب يقرأ
+
+1269
+01:44:40,670 --> 01:44:47,470
+و ما يقرأ او ما قرأت اتمنى تغيير الأفكار دي و ال
+
+1270
+01:44:47,470 --> 01:44:52,530
+changehuman change لأ هي الترجمة بتبتطلع تغيظ
+
+1271
+01:44:52,530 --> 01:44:56,670
+الناس احنا بنقول عن موظفين اما staff او employee
+
+1272
+01:44:56,670 --> 01:45:02,830
+او human people مش مشكلة مش
+
+1273
+01:45:02,830 --> 01:45:06,830
+زي ما انتوا فكرتوا نطلع نفصلهم لأ لأن هذه
+
+1274
+01:45:06,830 --> 01:45:09,570
+التمييرات يمكن أن تحلل تفاعل إجراء قدرات على
+
+1275
+01:45:09,570 --> 01:45:13,810
+المستوى التكنولوجي و يضل الحفاظ و تحسين و إيجار
+
+1276
+01:45:13,810 --> 01:45:18,440
+تفاعل قوة العالمإذا إيجي على بالك شوي شوي عندي،
+
+1277
+01:45:18,440 --> 01:45:22,580
+لما قولنا تغيير الأفراد كمصطلح إنه هنستبدلهم، نطلع
+
+1278
+01:45:22,580 --> 01:45:30,960
+إسلام و نجيب هناك، لأ مش هو هذا، اتفضلي ممتاز
+
+1279
+01:45:33,790 --> 01:45:37,370
+زي ما دوز ميتكو أعطتنا مثال كيف استبدلوا برنامج في
+
+1280
+01:45:37,370 --> 01:45:40,850
+الهندسة ببرنامج آخر لكن هى ايش حكتتنا مثالها انه
+
+1281
+01:45:40,850 --> 01:45:45,070
+تم تدريبنا على البرنامج لجديد الناس عندهم تغير هم
+
+1282
+01:45:45,070 --> 01:45:48,970
+صار عندهم مهات جديدة ماشي لكن هم قادرين فى الشغل
+
+1283
+01:45:48,970 --> 01:45:52,170
+طبعا
+
+1284
+01:45:52,170 --> 01:45:57,350
+التدريب هو تطلع قدراتهم حتى يتوقعوا ورقة
+
+1285
+01:45:57,350 --> 01:46:03,320
+التكنولوجيا ووظفهماشى مش شرطى انتى التكنولوجيا
+
+1286
+01:46:03,320 --> 01:46:07,420
+ممكن انتى تاخدى دورات فى المهارات الإدارية لتطور
+
+1287
+01:46:07,420 --> 01:46:10,780
+نفسك فى العمل الإدارى مش شرط تكنولوجيا فضلى فطبعا
+
+1288
+01:46:10,780 --> 01:46:12,960
+فطبعا فطبعا فطبعا فطبعا فطبعا فطبعا فطبعا فطبعا
+
+1289
+01:46:12,960 --> 01:46:20,800
+فطبعا فطبعا فطبعا فطبعا فطبعا
+
+1290
+01:46:22,560 --> 01:46:25,920
+أحنا ندل أشياء تانية ما عملتنا استخدام يعني مثلا
+
+1291
+01:46:25,920 --> 01:46:29,380
+باستخدامها بين إجازة سيطية إذا كانت الإجازة شمالية
+
+1292
+01:46:29,380 --> 01:46:33,020
+بين مصريين إجازة سيطية مفرحة بالدريبات عامة
+
+1293
+01:46:33,020 --> 01:46:35,720
+استخدام ضوين special التعلم الناشط في المدينة
+
+1294
+01:46:35,720 --> 01:46:36,200
+السعودية
+
+1295
+01:46:39,030 --> 01:46:42,750
+بكل مرة نعمل فيها مقابلات أو استقبال العاملين تكون
+
+1296
+01:46:42,750 --> 01:46:48,010
+فيها تبييد وتحريك يعني مثلا مرة من المرات كنا نكتب
+
+1297
+01:46:48,010 --> 01:46:52,590
+اختبار و مقابلة بس مرة من المرات أحدى المعالمات
+
+1298
+01:46:52,590 --> 01:46:56,490
+شدت اختبار و شدت مقابلة بطريقة يعني ما كانت رقم
+
+1299
+01:46:56,490 --> 01:47:00,210
+واحد في ناس من البيتان باستقطبهم ولكن الماليزر في
+
+1300
+01:47:00,210 --> 01:47:03,270
+عالمه يدعى ما كان أدائها زي اللي أحنا شوفناها سواء
+
+1301
+01:47:03,270 --> 01:47:06,050
+بالاختبار أو حتى بالمقابلة لبتدي بعد كده عملنا
+
+1302
+01:47:06,050 --> 01:47:12,120
+تحريك عكايكيت اختيار العاملين و هو قولت انهفترة
+
+1303
+01:47:12,120 --> 01:47:17,560
+تجربية ممتاز زي البنوك صحيح
+
+1304
+01:47:20,980 --> 01:47:25,820
+طبعًا، هاي بيصير في أكتر من مؤسسة أو مؤظمة، يعني
+
+1305
+01:47:25,820 --> 01:47:30,980
+عامة في خبرتي برضه بيصير هي أكتر من تقييم، منهم
+
+1306
+01:47:30,980 --> 01:47:37,620
+الانتحاد الكتابي، المقابلة، وبعدين الـReferences،
+
+1307
+01:47:37,620 --> 01:47:42,240
+اللي بيكونوا حاطين بالشك مع مدرسين أو مدرسات
+
+1308
+01:47:42,240 --> 01:47:44,840
+مختلفة.ماشي انت، بس هذه كلها لا تكفي. وبعدين
+
+1309
+01:47:44,840 --> 01:47:48,860
+الفترة التجاربية. لازم ناخد فترة تجاربية مثلا؟عنا
+
+1310
+01:47:48,860 --> 01:47:54,180
+في الجامعة نظام الساعة بعد هيك فصلي ماشي إذا لازم
+
+1311
+01:47:54,180 --> 01:47:58,040
+ناخد فترة تجربية لإني أنا مابهمنيش أن يكون ناجح في
+
+1312
+01:47:58,040 --> 01:48:00,840
+الامتحان و في المقابلة و مش عارف يشتغل لأ أنا
+
+1313
+01:48:00,840 --> 01:48:05,320
+مابهمني يشتغل صح ماشي فبنعطيه فترة اختبار أو فترة
+
+1314
+01:48:05,320 --> 01:48:07,640
+تجريب ميداني بعد هيك بنتاخد قرية
+
+1315
+01:48:10,990 --> 01:48:15,250
+أدخل شركة صناعية مدنائية وحديثة، بحيث أن العملين
+
+1316
+01:48:15,250 --> 01:48:20,050
+ما بيستطيعوا يصيح عليها. ما في إجراءات التي تنصح
+
+1317
+01:48:20,050 --> 01:48:23,550
+الإدارة بتخديها، الحال هذه مشكلة. التدريب لعمليين
+
+1318
+01:48:23,550 --> 01:48:28,650
+على نمط استخدامها للعاملين. أمتاز، التدريب. تدريب.
+
+1319
+01:48:29,490 --> 01:48:32,290
+بس خودي بالك، التدريب بده خبراء بيكونوا عارفين على
+
+1320
+01:48:32,290 --> 01:48:37,170
+الأجهزة، عشان يدربوا الموظفين. ممكن نجيب خبراء من
+
+1321
+01:48:37,170 --> 01:48:42,350
+الخارج يجربوا ويدعمواماشي هذه بدها تكاليف .. .. من
+
+1322
+01:48:42,350 --> 01:48:50,430
+مؤسسات أخرى أو ناس أخدمت القرى ممتاز طبعا هذه خطة
+
+1323
+01:48:50,430 --> 01:48:54,110
+تنفيذية يا أخوات مش strategy خطة تشغيلية أن أحنا
+
+1324
+01:48:54,110 --> 01:48:56,890
+ندرب موظفين على أجهزة الجديدة و بعدين نطلقهم ان
+
+1325
+01:48:56,890 --> 01:49:00,770
+شاء الله لأن خودي بالك لما أتاخد قرار بيوضع مكان
+
+1326
+01:49:00,770 --> 01:49:04,650
+حديثة بضلع القديمة لغاية ما موظفيني يتقنوا الجديدة
+
+1327
+01:49:04,650 --> 01:49:08,690
+ببدأ أسحب شوي شوي مابجيش بشكل مفاجأبتجنب الـshock
+
+1328
+01:49:08,690 --> 01:49:13,630
+أو الصدمة في التغيير أتقنتي التصوير على جهاز طبي
+
+1329
+01:49:13,630 --> 01:49:17,710
+خلاص نسحب القديم ونحطله الشديد واضح؟ إذا نسحب
+
+1330
+01:49:17,710 --> 01:49:22,250
+القديم بده إجراءات، تفضلي ممتازة بالتدريج step by
+
+1331
+01:49:22,250 --> 01:49:27,190
+step، تفضلي مقاومة
+
+1332
+01:49:27,190 --> 01:49:32,010
+التغيير طب هي اللي تعبر عندهم ليش؟ هي بتحاول أنها
+
+1333
+01:49:32,010 --> 01:49:35,910
+تمنعهم يجوا عندهم وهم بيحاولوا يمنعوها يعني في
+
+1334
+01:49:35,910 --> 01:49:36,470
+طرفين
+
+1335
+01:49:39,440 --> 01:49:44,400
+لأ مش صراع الصراع حاجة تانية يعني مقاومة للتغيير
+
+1336
+01:49:44,400 --> 01:49:48,700
+رفض .. رفض المقاومة اللي هي الرفض هنا مش عايزين
+
+1337
+01:49:48,700 --> 01:49:54,360
+نتدرب عليها جديدة ويمكن بشكل أساسي أن معظم ال ..
+
+1338
+01:49:54,360 --> 01:49:57,380
+او مش مقنعش العامل بكتير بس غالبي المعظم من الناس
+
+1339
+01:49:57,380 --> 01:50:00,160
+بتفضل أنها تستمر على النمط اللي تستمر فيه لأ هو
+
+1340
+01:50:00,160 --> 01:50:04,140
+أكتر ناس بقاوم التغيير اللي هم كبار السن طبعا الان
+
+1341
+01:50:04,140 --> 01:50:08,370
+مثلا الإسلام صالح عشرين سنةماشي عنبط معين مش
+
+1342
+01:50:08,370 --> 01:50:11,950
+البساطة هي نفسيا تتقبل سيبي يا إسلام اللي وراك
+
+1343
+01:50:11,950 --> 01:50:14,810
+بقعدين على جهاز computer طبعا هذه وجهوها المؤسسات
+
+1344
+01:50:14,810 --> 01:50:18,270
+عندنا في البلد لما بدوا يستبدلوا بدوا دخلوا ال
+
+1345
+01:50:18,270 --> 01:50:21,310
+computer في التسعينات على الشغل الإداري اللي هو ال
+
+1346
+01:50:21,310 --> 01:50:25,170
+books و ال mouse فبدهمش خلاص أنا متعودة وورجة و
+
+1347
+01:50:25,170 --> 01:50:28,740
+جلم و أشتغل و أكتب تقرير و أجهز و أعمل حساباتيإيش
+
+1348
+01:50:28,740 --> 01:50:32,360
+الكمبيوتر هذا مش عايزاه؟ بعض الناس بتحس جواها
+
+1349
+01:50:32,360 --> 01:50:36,560
+الموظفين إنه لو غيرنا يمكن خلاص يستغنوا عني نمشي
+
+1350
+01:50:36,560 --> 01:50:42,420
+يعني عشان هيك بيصير رفض للتغيير تفضلي طبعا أنا
+
+1351
+01:50:42,420 --> 01:50:45,520
+معلش ماعنديش قول كبير السن لإنه عادة سن الشباب
+
+1352
+01:50:45,520 --> 01:50:48,940
+الإنسان بيحب عنده روح المغامرة و التجريب بيحب
+
+1353
+01:50:48,940 --> 01:50:52,740
+يكتشف الكبير في السن شويه بيكون نمطي خلاص يعني
+
+1354
+01:50:52,740 --> 01:50:56,360
+تفضلي و بعدين ما .. ما .. ماعرفت تطور التكنولوجيا
+
+1355
+01:50:56,360 --> 01:50:59,980
+هذه يعنيبصراحة بحسه جولة عاجل
+
+1356
+01:51:02,890 --> 01:51:06,830
+لكن و احنا فى الشغل مش هنقعد ندادى فيهم لمعاخزة لأ
+
+1357
+01:51:06,830 --> 01:51:09,810
+احنا فى الشغل بندادى عشان مصلحت شغلنا مش معقول لسه
+
+1358
+01:51:09,810 --> 01:51:13,890
+اجيبلى بعض المؤسسات خارج فلسطين انا لسه اتفاجأت ان
+
+1359
+01:51:13,890 --> 01:51:17,870
+احنا رغم الاحتلال و الحصار متقدمين بسنوات ضوئية عن
+
+1360
+01:51:17,870 --> 01:51:22,470
+دول عربية مستقل لسه مسيكلى جرم و بكتب فى الوصل و
+
+1361
+01:51:22,470 --> 01:51:25,430
+انا ماعطيها المصاري و لسه بعيد فىهم و الناس واقفين
+
+1362
+01:51:25,430 --> 01:51:28,750
+طابور و بقول انا احنا في ات عصر هدول الناس عايشين
+
+1363
+01:51:28,750 --> 01:51:33,330
+توقن يا أخىع طول اطبع واصل و اطنيه و يتخزن لحاله
+
+1364
+01:51:33,330 --> 01:51:37,910
+مش لسه تكتب عواصل و الواصل تحته كربونة بتنسخ تحت
+
+1365
+01:51:37,910 --> 01:51:41,410
+.. هذا كان في العصر الحجري زي لما تروح المؤسسة
+
+1366
+01:51:41,410 --> 01:51:43,910
+تلاقيه لسه باستخدام القالة الكاتبة القديمة اللي
+
+1367
+01:51:43,910 --> 01:51:45,750
+بتعمل الفوضى اللي بتصور في الأفلام الأبيض و لا
+
+1368
+01:51:45,750 --> 01:51:49,550
+أسود بتقول إيش هادا و دلوقت عايشين؟ لإن هذا كله تم
+
+1369
+01:51:49,550 --> 01:51:53,750
+.. أصلا هذا كله دخل متاحف أصلا من الأتار واضح؟ زي
+
+1370
+01:51:53,750 --> 01:51:58,370
+لأما تنشش التلفزيونلما في الأتار إيش دخلت بعض
+
+1371
+01:51:58,370 --> 01:52:00,670
+الدول متاحف عندها ال box هذا اللي كان موجود
+
+1372
+01:52:00,670 --> 01:52:06,610
+التليفزيون التقليدي ال answer شاشة واضح لكن انت
+
+1373
+01:52:06,610 --> 01:52:09,790
+بتستغل ببعض المؤسسات في دول مستقلة ويلها موازنات
+
+1374
+01:52:09,790 --> 01:52:14,570
+لسه عايشين في العصر الحجري تفضلييعني برضه انا من
+
+1375
+01:52:14,570 --> 01:52:19,150
+خبرتي بعملية مهيئة أحيانا تم الموافقة على أي قرار
+
+1376
+01:52:19,150 --> 01:52:22,810
+من ناحية ال email مش ضروري نطبع الرسالة أو القرار
+
+1377
+01:52:22,810 --> 01:52:26,330
+المنظر، في ناس صمم بإنه لأ أنا بدي هذا مشروع تمت،
+
+1378
+01:52:26,330 --> 01:52:32,330
+بدي .. يعني بعض الجامعات بتعطيك
+
+1379
+01:52:32,330 --> 01:52:37,480
+القبول على ال emailبقولك لأ بدنا ورق رسمي ابعتولنا
+
+1380
+01:52:37,480 --> 01:52:39,760
+عن طريق البريد السريع و انتوا انا عايشين ان شاء
+
+1381
+01:52:39,760 --> 01:52:42,880
+الله ما خلاص خلصنا كله الـ electronic بعتيك القبول
+
+1382
+01:52:42,880 --> 01:52:47,280
+بتبعتلي .. تبعتلي حوالة سواء بالبطاقة او حوالة
+
+1383
+01:52:47,280 --> 01:52:49,880
+عادية تبعتلي صوت الواصل ببعتلك .. كل هذا على ال
+
+1384
+01:52:49,880 --> 01:52:53,940
+email في عالم ليهاش ال email في ناس بيقولك لأ يعني
+
+1385
+01:52:53,940 --> 01:52:57,240
+بعض الناس لما نحكيلهم عن التطور التكنولوجيا اللي
+
+1386
+01:52:57,240 --> 01:52:59,680
+احنا عايشين و هذا الواصل اللي احنا مالحجنهوش أصلا
+
+1387
+01:52:59,680 --> 01:53:02,700
+اللي في سننا كان أيام الأباء و الأجداد بيحكولنا
+
+1388
+01:53:02,700 --> 01:53:05,660
+عشان انتوا محتلينمش علاقة الاحتلال في الموضوع أنا
+
+1389
+01:53:05,660 --> 01:53:10,740
+مش فاهمة فالتطوير التكنولوجي فارض نفسه علينا واضح
+
+1390
+01:53:10,740 --> 01:53:15,180
+تفضلي .. تفضلي احنا طالبات بتدرس اللي موجودة على
+
+1391
+01:53:15,180 --> 01:53:18,560
+العاشر الاساسيه اللي يديه الالترون يعني مثلا إنت
+
+1392
+01:53:18,560 --> 01:53:22,220
+الحكومة بتبعت المكانة بدنا نسيط طالبات اللي موجودة
+
+1393
+01:53:22,220 --> 01:53:25,160
+على المدارس اللي يوم هيبعتولنا إيها فلاحظت أنه لو
+
+1394
+01:53:25,160 --> 01:53:27,480
+ماتيجي الطالبة تصنع اساسيه اللي مابتيجيش ترجعه مش
+
+1395
+01:53:27,480 --> 01:53:29,660
+فاهمة خلاص أنا أعمل الالترون مع الحكومة
+
+1396
+01:53:32,800 --> 01:53:46,180
+أعطيني الملف ويلا أذهب في عندك قاعة بيانات زي
+
+1397
+01:53:46,180 --> 01:53:48,880
+أيام هو ماكان في التنويه راح أخد ملف وده بده ياخد
+
+1398
+01:53:48,880 --> 01:53:53,800
+ملف بنته أو ابنه وده كله على ال Excel او اي او
+
+1399
+01:53:53,800 --> 01:53:57,800
+اكسس اي كله اللي كنت تظن مافيش حاجة اسمها زي الآن
+
+1400
+01:53:59,870 --> 01:54:05,410
+لما تحلي و تبعتي على الموضل خلاص بدناش ورق طبعا
+
+1401
+01:54:05,410 --> 01:54:09,450
+هذه احنا بنواجهها من الطلاب برفضوا جثة الموضل لما
+
+1402
+01:54:09,450 --> 01:54:13,610
+يلاجوا لدكتور مصمم بصيروا هم بدهم موضل بيحسوا
+
+1403
+01:54:13,610 --> 01:54:21,130
+بالفرق، واضح؟ تفضلهو في فيديو بيرخص أسباب مقاومة
+
+1404
+01:54:21,130 --> 01:54:24,350
+التغيير، بس الـ «سلايز» يدلين تلاتة أو أربعة،
+
+1405
+01:54:24,350 --> 01:54:26,870
+وبعدين بناخد الفيديو، أقول، إذا رأيتكم أنه تشوفوا
+
+1406
+01:54:26,870 --> 01:54:30,610
+الفيديو أول، بحب أشارك، أخد تقرار بنيئة العمل، إذا
+
+1407
+01:54:30,610 --> 01:54:34,110
+تعبتم تشوفوا الفيديو، كم من؟ أما تلاتة عامة على
+
+1408
+01:54:34,110 --> 01:54:39,830
+الـ «سلايز»؟ خمسة أو ستة. طبعاً، causes of
+
+1409
+01:54:39,830 --> 01:54:43,690
+resistance don't change، يعني دايماً في ناس ترفض
+
+1410
+01:54:43,690 --> 01:54:49,270
+التقاوم للتغيير لعدد أسباب،أول سبب، المصالح
+
+1411
+01:54:49,270 --> 01:54:53,950
+الذاتية الشخصية، يعني مثلا لو القرار اللي أنا
+
+1412
+01:54:53,950 --> 01:54:56,570
+شايفه صورة التغيير مش راح يكون في مصلحتي، فبالتالي
+
+1413
+01:54:56,570 --> 01:55:01,590
+أنا بكون سلبية جدا و باعاطه، أو بعض الأفراد في
+
+1414
+01:55:01,590 --> 01:55:05,790
+المؤسسة إذا لأ و القرار مش راح يكون يقدّي المنفع
+
+1415
+01:55:05,790 --> 01:55:10,070
+عليهم، أو يخصص أو يخفض من صلاحياتهم، فبالتالي راح
+
+1416
+01:55:10,070 --> 01:55:15,950
+يكونوا معارضين، لنقطة تانية، نقطة فهم أو اثقةيعني
+
+1417
+01:55:15,950 --> 01:55:19,590
+انا اقول بعض الموظفين مش فاهمين ليش التغيير ده را
+
+1418
+01:55:19,590 --> 01:55:23,530
+رادي اخر مقولك الجهاز افضل جودة اعلى انت مش فاهمه
+
+1419
+01:55:23,530 --> 01:55:28,210
+لأ شغلي انا احسن شغلي اليدوي طبعا اتفضلي وكمان عدم
+
+1420
+01:55:28,210 --> 01:55:31,450
+الثقة يعني انا مش ماظة ان هذا التغيير اللي ممكن
+
+1421
+01:55:31,450 --> 01:55:35,030
+يكون تغيير كبير في كل عمليات المؤسسةمثلا و احنا مش
+
+1422
+01:55:35,030 --> 01:55:38,110
+واثقين انه .. حطينا uniform معين للمؤسسة بعد ما
+
+1423
+01:55:38,110 --> 01:55:41,630
+كانوا يلبسوا اللي هم عايزينه في البقعة اتبرفط بس
+
+1424
+01:55:41,630 --> 01:55:45,170
+لما جابه ل .. لبسه لجى نفسه شك على الآخر بس هو من
+
+1425
+01:55:45,170 --> 01:55:49,190
+البداية كان رافط بس لما في .. خدت تجربة اقتنع
+
+1426
+01:55:49,190 --> 01:55:53,550
+تفضلي طب على النقطة اخرى اتها تالتة عدم التأكد او
+
+1427
+01:55:53,550 --> 01:55:58,790
+القلق على وظيفتي اذا كان فام في امثلةهذه في القاعة
+
+1428
+01:55:58,790 --> 01:56:01,730
+ال استراتيجية عن مستوى الدولة لما تفكرة تخسخص زي
+
+1429
+01:56:01,730 --> 01:56:04,590
+البلديات تقولوا خلاص احنا هيجعدونا و يجيبوا
+
+1430
+01:56:04,590 --> 01:56:11,230
+موظفيهم هذي مثلا لما يصير damage بين البنوك مثلا
+
+1431
+01:56:11,230 --> 01:56:15,410
+ال bank ألف يشتري بقى قانونا لازم موظفين ال bank
+
+1432
+01:56:15,410 --> 01:56:18,890
+بقى اللي راحوا عند الف يظلهم في شغلهم بس هم
+
+1433
+01:56:18,890 --> 01:56:22,610
+بيخافوا خلاص هيتردونا هم عندهم موظفيهم يعني شغلتها
+
+1434
+01:56:22,610 --> 01:56:26,630
+دي هو ممكن تخيلها و هي مش موجودة تفضلواالاختلاف في
+
+1435
+01:56:26,630 --> 01:56:30,610
+مستويات الإدراك الموقف، يعني المؤسسة فيها أكتر من
+
+1436
+01:56:30,610 --> 01:56:36,470
+الموظف وأكتر من القسم، ما نفهمه، لازم التغيير
+
+1437
+01:56:36,470 --> 01:56:42,270
+وحاجة له أو فائدة منه أو سلبياته بتتفاوت، وبالتالي
+
+1438
+01:56:42,270 --> 01:56:46,290
+بيكون هذي .. يعني في ناس بتساقبها بسرعة، في ناس
+
+1439
+01:56:46,290 --> 01:56:50,770
+لابدها شوية وقت، فبنطول بقالنا شوية. الشهور
+
+1440
+01:56:50,770 --> 01:56:59,630
+بالضياع، يعني ..القرار اللي بتخز لم يعني راقش بشكل
+
+1441
+01:56:59,630 --> 01:57:03,070
+واضح وبالتالي في موظفين بتوقع يعني بالله يعني مش
+
+1442
+01:57:03,070 --> 01:57:08,670
+فاهمش صحيح الموظف تاية جولنا دخلنا برامج جديدة و
+
+1443
+01:57:08,670 --> 01:57:11,210
+الساعة ماتدربش هو بيحس حاله مش هي محاجة في شغله
+
+1444
+01:57:11,210 --> 01:57:18,670
+مهوان زمان بيقول تفضليالوقت الأخير أبسطته هي ثقافة
+
+1445
+01:57:18,670 --> 01:57:21,470
+المؤسسة هنا الخلل في نفس ال culture تبع المؤسسة
+
+1446
+01:57:21,470 --> 01:57:25,050
+يعني محافظين بشكل عام، partition هالمشيين بطريقة
+
+1447
+01:57:25,050 --> 01:57:27,890
+معينة هي محافظين مش المعنى الحرفي لها، محافظين
+
+1448
+01:57:27,890 --> 01:57:35,550
+معناهم تقليديين، لو غيّرنا هيصطدموا معانا يعني هنا
+
+1449
+01:57:35,550 --> 01:57:39,550
+الرفض لمجرد الرفض، طب أنت ليش بت catch البرنامج،
+
+1450
+01:57:39,550 --> 01:57:42,590
+خلاص مش عاجبني، طب أنت جربته، لأ، طب كيف حكمت
+
+1451
+01:57:42,590 --> 01:57:46,300
+عليه؟يعني شو فيه إشكلة هتبقى المقارنة متأصلة في
+
+1452
+01:57:46,300 --> 01:57:51,660
+سلوك الأفراد في بعض الناس أو الشخصيات لأ و خلاص زي
+
+1453
+01:57:51,660 --> 01:57:55,560
+مجلس الشعب و النواب دايما معارض حدث طب أنت ليش
+
+1454
+01:57:55,560 --> 01:57:59,000
+معارض؟ لأن هو معارض مش لأنه في أسباب مقنعة
+
+1455
+01:57:59,000 --> 01:58:07,360
+المعارضة هذا المقصود فيها سؤال؟
+
+1456
+01:58:07,360 --> 01:58:08,480
+برضه مجاوبة
+
+1457
+01:58:11,900 --> 01:58:18,980
+أحد هذه النقاط ليس من أسباب مقامة التغيير حكينا
+
+1458
+01:58:18,980 --> 01:58:24,140
+المصرح الشخصية، العدم التأكد، الشعور بتطيع، أيام
+
+1459
+01:58:24,140 --> 01:58:27,220
+جاوة بحالها، لأنها مركزية، أيام جاوة بحالها، أيوة
+
+1460
+01:58:27,220 --> 01:58:35,280
+تقريبا،
+
+1461
+01:58:35,280 --> 01:58:41,160
+إحنا في أخر سنوات تحليل قوة دفع أو رفض للتغييرعشان
+
+1462
+01:58:41,160 --> 01:58:45,600
+نعرف نتعامل مع التغيير و أحيانًا المنظمة تتواجه
+
+1463
+01:58:45,600 --> 01:58:50,700
+بقسمين من الـ أو جزئين من الوضوء التعامل يعني هنا
+
+1464
+01:58:50,700 --> 01:58:54,180
+ما هي أسليب التعامل مع مقاومة التغيير لدى الموظفين
+
+1465
+01:58:54,180 --> 01:58:57,860
+إيش نسوي لما أنتوا تقولوا لا بدناش، تفضلي طبعًا
+
+1466
+01:58:57,860 --> 01:59:02,640
+الأولى تدعيم الكوة الدافعة للتغيير يعني بتكون
+
+1467
+01:59:02,640 --> 01:59:06,100
+القرار جاي استراتيجية إدارة عُلية بتدعم القرار
+
+1468
+01:59:06,100 --> 01:59:14,450
+بدون ما أنهاتتجاوب أو تحاول تستخدم .. تمكن القوة
+
+1469
+01:59:14,450 --> 01:59:18,250
+المقاومة إيه وتجيبه على مصلحتها. إذن هنا، ماشي
+
+1470
+01:59:18,250 --> 01:59:21,030
+يعني، المقصود فيها تدعم القوة الدافعة للتغيير، يا
+
+1471
+01:59:21,030 --> 01:59:25,450
+بقى قنعك، يا بتقنعين. لأن داخل برنامج متطور، وإنك
+
+1472
+01:59:25,450 --> 01:59:28,070
+رافضة، تقعد الـ Leader المشاركة، الـ Leader العليا
+
+1473
+01:59:28,070 --> 01:59:31,650
+مع الناس، الموظفين اللي رافضين، يا هم بقنعوها، يا
+
+1474
+01:59:31,650 --> 01:59:34,770
+هي بتقنعهم، يعني هذا المقصود فيها يعني. فعلا،
+
+1475
+01:59:34,770 --> 01:59:39,420
+المقصود أنه ..لكن خُد بقى قوة الإجبار على تغيير
+
+1476
+01:59:39,420 --> 01:59:44,140
+الموظف بتفشل لأن الموظف لازم يقتنع، فبقعد أنا ويا،
+
+1477
+01:59:44,140 --> 01:59:49,400
+يعني واحد تقدّم لها شاب، الواحدة المرافقة رافض،
+
+1478
+01:59:49,400 --> 01:59:52,420
+مايعملوش شي منها، يا بتقنعوا يا بقنعوا، ماشي،
+
+1479
+01:59:52,420 --> 02:00:01,010
+تفضلي، هذا الأسلوب التانيفي مشاركة أحاول أجيبهم
+
+1480
+02:00:01,010 --> 02:00:07,030
+لأفهم مدى مقاومتهم أحاول أفهمهم النتائج السلبية
+
+1481
+02:00:07,030 --> 02:00:11,810
+التي قد تنتج عن العدم التغيير و أفهمهم المزايا
+
+1482
+02:00:11,810 --> 02:00:15,410
+الإيجابية وبالتالي أكثر هم مصلحة هنا بيقول يا
+
+1483
+02:00:15,410 --> 02:00:18,450
+جماعة براحتكم بصراحة عايزين تغير وغير ومش عايزين
+
+1484
+02:00:18,450 --> 02:00:21,690
+خلاص لكن هنا بواجه مشكلة يعني أن ممكن هم يقعدوا
+
+1485
+02:00:21,690 --> 02:00:26,150
+براحتهم صحيح يرفضوا التغيير إذا هنا بختلف عن الخلق
+
+1486
+02:00:26,150 --> 02:00:31,040
+بالأولهنا في أسلوبين اما تتعامل قوة دافعة يا بقى
+
+1487
+02:00:31,040 --> 02:00:34,280
+قنعك يا بتقنعي الاسلوب التاني لكن خد بالك احنا في
+
+1488
+02:00:34,280 --> 02:00:37,120
+الرقم واحد دايما بيكون الموظف بقتنع بوجهة نظر دول
+
+1489
+02:00:37,120 --> 02:00:42,860
+العليا ماشي مافيش العكس اه يعني باجيبك لكن باسلوب
+
+1490
+02:00:42,860 --> 02:00:47,260
+دموقراطي يعني شكلي الاسلوب التاني خليك بحضيتك اه
+
+1491
+02:00:47,260 --> 02:00:52,700
+بدل في حضيتي مش هعمل حاجة في حياتي تفضلي الواقع
+
+1492
+02:00:52,700 --> 02:00:55,440
+العملي أثبت ان الاسلوب التاني هو أنجعي يعني أفضل
+
+1493
+02:00:55,440 --> 02:00:59,660
+انك تشير لشاركماشى بس لما لاجيهم براحتهم حضاراتهم
+
+1494
+02:00:59,660 --> 02:01:03,160
+ماغيروش لأ بدنا نستخدم الأسلوب الأول طبعا بس يعني
+
+1495
+02:01:03,160 --> 02:01:06,880
+احنا بحكي من خير بس تقنع مشاركة و ال .. ماشى
+
+1496
+02:01:06,880 --> 02:01:10,620
+والاتنين فيها مشاركة انت بس أخيرا لما احنا نزودها
+
+1497
+02:01:10,620 --> 02:01:14,080
+شوية في المشاركة مع الموظفين مشتغلوش حضاراتهم لأنه
+
+1498
+02:01:14,080 --> 02:01:16,480
+بدور على راحته فضل
+
+1499
+02:01:20,150 --> 02:01:25,470
+هذه آخر صفحة ثم سنشاهد الفيديو. طبعاً حكينا إنه
+
+1500
+02:01:25,470 --> 02:01:31,290
+فيه مقاومة للتغلب على التغيير Resistance to change
+
+1501
+02:01:31,290 --> 02:01:35,250
+وHow to overcome it يعني إيش الأساليب اللي
+
+1502
+02:01:35,250 --> 02:01:40,350
+نستخدمها ونتبعها حتى ننجح في مقاومة أو تغلب على
+
+1503
+02:01:40,350 --> 02:01:46,330
+التغير؟ مين بتحب تقراها؟ تغلب على مقاومة التغير مش
+
+1504
+02:01:46,330 --> 02:01:56,330
+على التغير يعنيعلى إن موظفين رفضين التغيير؟ لازم
+
+1505
+02:01:56,330 --> 02:02:01,090
+أكتبها صح، بس التغيير مش مشكلة المشاركات تجيب من
+
+1506
+02:02:01,090 --> 02:02:04,390
+الإتزام المقاوم للتغيير وإشراكهم في بصيب المجالات
+
+1507
+02:02:04,390 --> 02:02:08,910
+البرانج التغيير زي ما تشرحنا المفاوضات وهي طريقة
+
+1508
+02:02:08,910 --> 02:02:12,410
+رسمية لإقامة الحوار الفعال وخلق تعاون فإجراء
+
+1509
+02:02:12,410 --> 02:02:15,910
+مساومات جماعية خاصة بين المحاولات والإدارة يسهل
+
+1510
+02:02:15,910 --> 02:02:20,450
+يدعم مشاريع التغييرالتعليم والاتصالات التعليم
+
+1511
+02:02:20,450 --> 02:02:23,610
+المستمر وليس التدريب فقط يعطي معلومات كافية عن
+
+1512
+02:02:23,610 --> 02:02:26,770
+حاجة للتغيير الاتصالات الفاعلة بين العاملين
+
+1513
+02:02:26,770 --> 02:02:29,670
+والإدارة تساعد يسيروا على اتصالهم مع معلومات لازمة
+
+1514
+02:02:29,670 --> 02:02:35,550
+التغيير وتنفيذها طبعا يعني احنا طرقنا إلى أكتر من
+
+1515
+02:02:35,550 --> 02:02:40,730
+مرة مشاركة أنه يكون تقرار تشاركي وتفاؤلي أنه الكل
+
+1516
+02:02:40,730 --> 02:02:46,350
+يكون على نفس مستوى الفرح والقاعدة من مدى هدف
+
+1517
+02:02:46,350 --> 02:02:51,100
+التغييروسدبيات، عدم التغيير وبالتالي بيكون في كل
+
+1518
+02:02:51,100 --> 02:02:54,060
+متمنى القرار أو تقريبا بيكون واجه من قارب وجهة
+
+1519
+02:02:54,060 --> 02:02:57,840
+النظر الجميع إنهم ياخدوا أو يتمنوا القرار التغييري
+
+1520
+02:02:57,840 --> 02:03:03,420
+المفاوضات احنا نعرف إنه في نقابات بتكون قوية
+
+1521
+02:03:03,420 --> 02:03:06,980
+للعملين أو بعض النقابات الأخرى ممكن أن النظامات
+
+1522
+02:03:06,980 --> 02:03:10,160
+تتواجهها وبالتالي إذا وظفنا النقابة إذا صليحنا
+
+1523
+02:03:10,160 --> 02:03:14,200
+وفهمنا معهم هم يكونوا زي الله يساعدونا ينقلوا ال
+
+1524
+02:03:14,200 --> 02:03:17,610
+.. يتمنوا النجحة أو ينقلوها أو يتمنواماشي بس هو
+
+1525
+02:03:17,610 --> 02:03:19,790
+يفضل دايما يا انت في التغيير ما تدخليش أطراف
+
+1526
+02:03:19,790 --> 02:03:23,390
+خارجية لإن النقابة بتكون من خارج المؤسسة إذا كان
+
+1527
+02:03:23,390 --> 02:03:25,790
+في نقابة عامل ممكن إذا كانت نقابة عامل داخل
+
+1528
+02:03:25,790 --> 02:03:29,990
+المؤسسة يعني
+
+1529
+02:03:29,990 --> 02:03:32,770
+ما تفهموش النقابة تجيب نقابة المندسية ندخلها في
+
+1530
+02:03:32,770 --> 02:03:35,450
+المصنع لأ النقابات المقصود فيها في المؤسسات
+
+1531
+02:03:35,450 --> 02:03:39,130
+الكبيرة بيكون مثلا عندنا أكتر من ألف موظف بيكون
+
+1532
+02:03:39,130 --> 02:03:44,630
+فيهم نقابة تمثلهم هي هذا النقابة المقصود فيها داخل
+
+1533
+02:03:44,630 --> 02:03:45,130
+المنظمة
+
+1534
+02:03:47,720 --> 02:03:52,460
+التعليم والاتصالات طبعاً أنه احنا نستخدم وندرب
+
+1535
+02:03:52,460 --> 02:04:00,100
+الكادر البشري ونفتحهم فرصة للتعليم والتغيير بين
+
+1536
+02:04:00,100 --> 02:04:03,980
+العلماء الكافية تساعدهم في تبني قرار التغيير انتيج
+
+1537
+02:04:03,980 --> 02:04:07,000
+الفرصة للمتواصل مع الموظفين اللي جابوا هذا الشيء
+
+1538
+02:04:07,000 --> 02:04:12,940
+وشوفوا إيش استفادوا وإيش صار معاهم تفضلي تقريبا
+
+1539
+02:04:12,940 --> 02:04:19,430
+هذا هو أخر slideفي فيديو يلخص عملية مقاومة التغيير
+
+1540
+02:04:19,430 --> 02:04:22,430
+‏- كم مدته؟ ‏- تلت دقائق ‏- تفضّل لو سمحت ‏-
+
+1541
+02:04:22,430 --> 02:04:24,410
+تفضّل، السلام عليكم ‏- أهلا يا عزيزي، أهلا يا
+
+1542
+02:04:24,410 --> 02:04:27,010
+عزيزي ‏- أهلا يا عزيزي، أهلا يا عزيزي ‏- أهلا يا
+
+1543
+02:04:27,010 --> 02:04:28,910
+عزيزي، أهلا يا عزيزي ‏- أهلا يا عزيزي، أهلا يا
+
+1544
+02:04:28,910 --> 02:04:30,510
+عزيزي ‏- أهلا يا عزيزي، أهلا يا عزيزي ‏- أهلا يا
+
+1545
+02:04:30,510 --> 02:04:32,910
+عزيزي، أهلا يا عزيزي ‏- أهلا يا عزيزي، أهلا يا
+
+1546
+02:04:32,910 --> 02:04:43,470
+عزيزي ‏- أهلا
+
+1547
+02:04:44,690 --> 02:04:49,510
+المودي لذلك هي كالتالي السبب الأول هو الرضا عن وضع
+
+1548
+02:04:49,510 --> 02:04:53,170
+الحال وهو الرضا المبارك بيه it's a great
+
+1549
+02:04:53,170 --> 02:04:56,470
+satisfaction يعني الوايح دماغي ليش أغير انه من
+
+1550
+02:04:56,470 --> 02:05:02,570
+الترافع عندما تصل الشركة أو المؤسسة أو المظلة أو
+
+1551
+02:05:02,570 --> 02:05:06,550
+المزارة أو الادارة أو الدولة أو حتى الأفراد إلى
+
+1552
+02:05:06,550 --> 02:05:10,970
+وضع satisfaction الوضع الحالي سيهدي إلى نوع من
+
+1553
+02:05:10,970 --> 02:05:16,800
+الترافع ما يسمى complacencyحيث التغيير يتطلب إحساس
+
+1554
+02:05:16,800 --> 02:05:22,060
+دائم ومستمر بالحاجة للتغيير أضد عن الدات لا يؤد
+
+1555
+02:05:22,060 --> 02:05:30,860
+للتطوير فإنها لا تحسن الجهود تحتها التغيير، إذن
+
+1556
+02:05:30,860 --> 02:05:34,880
+هذا هو السبب الأول، الرضا عن الوضع الحالي، ال
+
+1557
+02:05:34,880 --> 02:05:40,510
+complacency، وهذا مصيدة للتطوير، السبب الثانيالفشل
+
+1558
+02:05:40,510 --> 02:05:43,770
+هو غياب التحالف بين الإدارة والأفراد اللي هي عدم
+
+1559
+02:05:43,770 --> 02:05:46,130
+المشاركة absence of alliance between the
+
+1560
+02:05:46,130 --> 02:05:49,850
+administration and individuals يحتاج التغيير إلى
+
+1561
+02:05:49,850 --> 02:05:55,970
+التحالف بين الأفراد وبين الإدارة تعمل عملية أقوى
+
+1562
+02:05:55,970 --> 02:06:00,370
+الإدارة لإن الإدارة لن يقوم بتنفيذ يفتقر بعد ذلك
+
+1563
+02:06:00,370 --> 02:06:05,150
+لإفعال الأفراد بدون الأفراد فان الإدارة لازم تتغير
+
+1564
+02:06:05,150 --> 02:06:06,050
+إذا لابد منها
+
+1565
+02:06:10,060 --> 02:06:14,140
+التحالف هنا قصده فيه أن الأفراد المهزفين يقتنعوا
+
+1566
+02:06:14,140 --> 02:06:19,160
+بهمية التغيير هو
+
+1567
+02:06:19,160 --> 02:06:30,700
+التغيير
+
+1568
+02:06:30,700 --> 02:06:31,580
+لمجال التغيير بس
+
+1569
+02:06:44,900 --> 02:06:50,180
+هنا خطوات التغيير مش موجودة لماذا التغيير؟ مش
+
+1570
+02:06:50,180 --> 02:06:56,220
+عارفين الرؤية واضحة ولكن توصيل الرؤية هو السبب
+
+1571
+02:06:56,220 --> 02:07:00,440
+الرابع أحيانا يكون المشكلة عدم توصيل الرؤية
+
+1572
+02:07:03,950 --> 02:07:08,150
+لأن التغيير الكبير يتطلب أفراد يعملون في المنظمة
+
+1573
+02:07:08,150 --> 02:07:13,350
+راقبين التطهير مقدرين عليها ولكن الأفراد الذين لا
+
+1574
+02:07:13,350 --> 02:07:17,650
+يقتنعون بالرؤية أو لا يفهمون الرؤية فإنهم لن
+
+1575
+02:07:17,650 --> 02:07:23,370
+يضحفوا من أجلها حتى يضحف الأفراد من أجل هذا
+
+1576
+02:07:23,370 --> 02:07:27,530
+التغيير والتطوير لابد يكون هناك استيعاب وفهم
+
+1577
+02:07:27,530 --> 02:07:33,710
+وإدراك لهذه الرؤية قدر على إقناع الآخرين برؤيتك
+
+1578
+02:07:37,220 --> 02:07:43,300
+أو شرحناها قولنا الإدارة رافضة تفشل العديد من
+
+1579
+02:07:43,300 --> 02:07:46,720
+المبادرات بسبب العقبات التي توبع لطريقها أولا
+
+1580
+02:07:46,720 --> 02:07:50,820
+الناس وفي الإدارات عادة في الإدارات ومنظمات يوجد
+
+1581
+02:07:50,820 --> 02:07:55,040
+نوعين من العقبات أحيانا تكون قطمة الشركة أو
+
+1582
+02:07:55,040 --> 02:07:59,260
+المنظمة بيروبراطية نظامها جامد لا يسمح تغييره اللي
+
+1583
+02:07:59,260 --> 02:08:03,360
+هي مركزية أحيانا يكون نظامها يسمح ولكن يوجد مراكز
+
+1584
+02:08:03,360 --> 02:08:03,820
+قوة
+
+1585
+02:08:06,440 --> 02:08:09,260
+اللي هي المصالح الشخصية لتعامل هذا التوجه هذا
+
+1586
+02:08:09,260 --> 02:08:13,900
+التضييق مثال ذلك أحياناً كثير من المنظمات تحاول
+
+1587
+02:08:13,900 --> 02:08:19,120
+تغير من طريقتها التقليدية في الإجراءات إلى الطريق
+
+1588
+02:08:19,120 --> 02:08:24,460
+الإلكتروني إلى أتمة أمليات إدارية ممتاز ولكن يوجد
+
+1589
+02:08:24,460 --> 02:08:28,860
+بعض المسؤولين كبار في هذه الإدارة يعرفون هذا
+
+1590
+02:08:28,860 --> 02:08:35,530
+التوجه أو لا يستطيعون يتمنوا هذاالتوجه أو يعرضون
+
+1591
+02:08:35,530 --> 02:08:40,170
+هذا التوجه أو ليس عندهم معرفة بهذه الأسالي الحديثة
+
+1592
+02:08:40,170 --> 02:08:44,710
+و التبنيات الجديدة فنمي عرضهم وبذلك تفشل جميع
+
+1593
+02:08:44,710 --> 02:08:49,090
+المنظمة في إحداث التغيير والتطوير هذا هو السبب
+
+1594
+02:08:49,090 --> 02:08:56,450
+الخامس السبب السادس هو عدم تحقيق نجاحات سريعة
+
+1595
+02:08:56,450 --> 02:08:58,030
+Failure to achieve
+
+1596
+02:09:02,000 --> 02:09:06,340
+إذا الأفراد يرون تغيير على أرض الواقع يتحقق شيئا
+
+1597
+02:09:06,340 --> 02:09:11,760
+فشيئا، هذا سيكون دافع قوي لمواصلة التغيير ومواصلة
+
+1598
+02:09:11,760 --> 02:09:16,500
+التطوير في هذا الاتجاه، إذا مضى وقت طويل ولم يتحقق
+
+1599
+02:09:16,500 --> 02:09:21,760
+أي إنجاز جسدي، فإن هؤلاء الأفراد سيتحولوا إلى
+
+1600
+02:09:21,760 --> 02:09:27,640
+معارضين ومقاومين لهذا التغيير، السبب السابع هو
+
+1601
+02:09:27,640 --> 02:09:31,900
+سرعة إعلان النصر الكبيرdeclaration of the great
+
+1602
+02:09:31,900 --> 02:09:36,840
+victory quickly أحيانا يتم إعلان سرعة إعلان
+
+1603
+02:09:36,840 --> 02:09:41,440
+التحقيق المضلوب والانتهاء من المهمة فإن مجرد إعلان
+
+1604
+02:09:41,440 --> 02:09:46,660
+نصر كبير وانتهاء هذه المهمة أو تحقيقها يبدأ
+
+1605
+02:09:46,660 --> 02:09:51,400
+الترافي من الأفراد عدم التركيز على متابعة التغير
+
+1606
+02:09:51,400 --> 02:09:54,940
+والتطوير ويعود الأفراد الشركة إلى الممارسات
+
+1607
+02:09:54,940 --> 02:10:00,480
+السابقةفهي في قنون التغير والتطوير مشرون وليسنون
+
+1608
+02:10:00,480 --> 02:10:04,220
+على الهدف السبب الثامن هو عدم وصول تغير لجنون
+
+1609
+02:10:04,220 --> 02:10:07,200
+ثقافة شرقها ال chain doesn't reach the
+
+1610
+02:10:07,200 --> 02:10:12,500
+organization road وهو أنه لم يتم تأثير مبدأ التغير
+
+1611
+02:10:12,500 --> 02:10:17,040
+المستمر التغير والتطوير هو .. هي عملية مستمرة لا
+
+1612
+02:10:17,040 --> 02:10:22,490
+تتوقف يجب أن تكون جميع الأقراروثقافة الشركة الدنيا
+
+1613
+02:10:22,490 --> 02:10:27,810
+على تشرم هذه الثقافة أن التغيير هو عملية مستمرة
+
+1614
+02:10:27,810 --> 02:10:33,530
+التطوير عملية مستمرة لا تنتهي ..
+
+1615
+02:10:33,530 --> 02:10:38,550
+لأن إذا كانت هذه ثقافة طبعا الكلام هذا موجود في
+
+1616
+02:10:38,550 --> 02:10:42,090
+القرآن الكريم غير الآية اللي صعدت هزمتكوا سميرة
+
+1617
+02:10:42,090 --> 02:10:49,100
+ربنا أمر البشرية إن استطعتوا أن تنفدواأيوة فانفدوا
+
+1618
+02:10:49,100 --> 02:10:53,980
+لأن هذا لعب تغيير و تطور من سنوات طويلة فغير
+
+1619
+02:10:53,980 --> 02:10:58,620
+موجودة فان التغيير يجب أن يكون مرحلي و توقف بعد
+
+1620
+02:10:58,620 --> 02:11:04,000
+ذلك هذا هو السبب الخير من أسباب عدم نجاح التغيير
+
+1621
+02:11:04,000 --> 02:11:10,000
+أو فشل التغيير فشل التطوير و إلى محاضرة أخرى ان
+
+1622
+02:11:10,000 --> 02:11:15,540
+شاء الله و بركاته شكرا على هذا
+
+1623
+02:11:19,310 --> 02:11:22,330
+شكرا على هذا العرض لان نشوف تقييم الزملاء اللي
+
+1624
+02:11:22,330 --> 02:11:26,390
+جاعدين ماشي يا عزيزي مش مشكلة تفضل اسلام ايش ذلك
+
+1625
+02:11:26,390 --> 02:11:30,470
+في شرح زميلتك اه
+
+1626
+02:11:30,470 --> 02:11:36,570
+هي يعطيها الفعف يعني ايش بتفيد بالظبط عشرة
+
+1627
+02:11:36,570 --> 02:11:42,150
+من عشرين؟ ماشي يا عزيزي okay شكرا هناك
+
+1628
+02:11:47,880 --> 02:11:54,120
+ماشي شكرا، اللي وضعها؟ ان شاء الله عليها واضح ان
+
+1629
+02:11:54,120 --> 02:11:59,620
+هي عندك شكرة عملية استفدت
+
+1630
+02:11:59,620 --> 02:12:04,980
+يعني؟ ممتازمثل ما حدثتها الشريح كان واضح و بسيط
+
+1631
+02:12:04,980 --> 02:12:08,520
+جدا و وصلنا لما احنا قدرنا قصصها و ان شاء الله
+
+1632
+02:12:08,520 --> 02:12:12,720
+اتنين من اتنين اتنين من اتنين ممتاز اتفضلي الشريح
+
+1633
+02:12:12,720 --> 02:12:15,540
+مبسط و ان شاء الله عكسها بخدرتها العملية على
+
+1634
+02:12:15,540 --> 02:12:20,400
+الشريح فكان كثير واضح و فيها full mind thank you
+
+1635
+02:12:20,400 --> 02:12:25,940
+اتفضلي خلود كانت سهلة و ان شاء الله يعني قد ما كنت
+
+1636
+02:12:25,940 --> 02:12:31,920
+في خبرة لإن اللعبة يعني اتفضلت اللعبة شكرا اتفضلي
+
+1637
+02:12:32,610 --> 02:12:35,950
+دعاة .. ندق .. يعني دا ما شاء الله عليها حتى
+
+1638
+02:12:35,950 --> 02:12:39,110
+الموضوع كان كتير حلو و شريحة كتير و بس .. ده
+
+1639
+02:12:39,110 --> 02:12:42,830
+أصحابه .. و الموضوع سهل يعني ساعد .. ساعدني و إلا
+
+1640
+02:12:42,830 --> 02:12:46,690
+لو كان أصعب اللي كانت قبلتي ماشي تفضلي ما شاء الله
+
+1641
+02:12:46,690 --> 02:12:50,830
+عليها شريحة عامة عادي و مرتب و أعتقد الخبرة كانت
+
+1642
+02:12:50,830 --> 02:12:55,010
+ممتازة ممتاز أخد طالبة ان شاء الله عليها كانت
+
+1643
+02:12:55,010 --> 02:12:58,930
+رائعة يعني في كلامها و في تحضيرها كانت تحضير كتير
+
+1644
+02:12:58,930 --> 02:13:03,150
+كويس كانت دايما اتحفظ نعد نقلص نعد نقلصأو انتوا
+
+1645
+02:13:03,150 --> 02:13:07,690
+بتستنيوا تخلصوا وما خلصوش؟ ماشي okay يعطيكوا
+
+1646
+02:13:07,690 --> 02:13:08,450
+العافية ان شاء الله
+
diff --git a/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/gsQWCJga6lI_postprocess.srt b/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/gsQWCJga6lI_postprocess.srt
new file mode 100644
index 0000000000000000000000000000000000000000..da7554bc96b564dbfbbe718259f02d63e776c93a
--- /dev/null
+++ b/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/gsQWCJga6lI_postprocess.srt
@@ -0,0 +1,3944 @@
+1
+00:00:04,940 --> 00:00:07,080
+أعوذ بالله والسلام علينا من الشيطان الرجيم، بسم
+
+2
+00:00:07,080 --> 00:00:09,720
+الله الرحمن الرحيم، الحمد لله و الصلاة والسلام على
+
+3
+00:00:09,720 --> 00:00:13,820
+المصطفى الأمين سيدنا محمد وعلى آله ومن ساره على
+
+4
+00:00:13,820 --> 00:00:16,340
+دربه بيحصل يوم الدنيا، في البداية السلام عليكم
+
+5
+00:00:16,340 --> 00:00:21,300
+ورحمة الله، كيف حالكم؟ كيف مساعدت اليوم؟ الحمد لله
+
+6
+00:00:21,300 --> 00:00:25,980
+على السلام، كنتوا نايمين ولا صاحين؟ صاحين، صاحين
+
+7
+00:00:25,980 --> 00:00:30,820
+بالذاكره؟ إن كل المعلومات اللي إيديها راح تضايق،
+
+8
+00:00:30,820 --> 00:00:34,480
+هطبي إن شاء اللهمازلنا يا أخوات في رحلة أتمنى
+
+9
+00:00:34,480 --> 00:00:37,160
+تكونوا شايفة معنا سابقة إدارة الأعمال لطلبات ال
+
+10
+00:00:37,160 --> 00:00:43,760
+master غير المتخصصين لتخصصات الإدارة الأعمال بكافة
+
+11
+00:00:43,760 --> 00:00:46,840
+المسمح لكم اليوم ان شاء الله نبدأ مع بعض في ال
+
+12
+00:00:46,840 --> 00:00:49,000
+chapter التاسع اللي هو strategy management أو
+
+13
+00:00:49,000 --> 00:00:52,040
+الإدارة الاستراتيجية في بداية قبل الفصل اللي احنا
+
+14
+00:00:52,040 --> 00:00:56,880
+كان عندنا في وصف المساف اللي كان معاكم و اللي نازل
+
+15
+00:00:56,880 --> 00:01:00,620
+على الصفحةوعلى ال modern التعليم الإبتراني كان
+
+16
+00:01:00,620 --> 00:01:04,100
+عندنا بعض المهارات بدنا نحققها خلينا نشوفها مع بعض
+
+17
+00:01:04,100 --> 00:01:07,560
+كان عندنا مهارات معرفية اللي هو انت عارف يكون
+
+18
+00:01:07,560 --> 00:01:09,800
+مفروض إدارة الأعمال و الأساس قاعدة معرفية في هذا
+
+19
+00:01:09,800 --> 00:01:15,140
+المجال مهارات ال science أو العلمية اكتسب مهارة
+
+20
+00:01:15,140 --> 00:01:18,850
+التفكير والتحليل و القدرة على هذه المشاكلمهارات
+
+21
+00:01:18,850 --> 00:01:22,010
+اللي هي ال personality اللي هي الشخصية في سبب
+
+22
+00:01:22,010 --> 00:01:24,810
+مهارات اللي عملت برنامج فريق و أتنا المحاضرة و
+
+23
+00:01:24,810 --> 00:01:28,250
+مشاركة مع الزميلات مهارات ال analysis and
+
+24
+00:01:28,250 --> 00:01:30,990
+communication اللي هي مهارات الاتصال و التواصل و
+
+25
+00:01:30,990 --> 00:01:33,890
+خانة التعامل بعد الاتهام من هذا المثل هذه المهارات
+
+26
+00:01:33,890 --> 00:01:38,350
+وضعت كخطة أو وضعت في بداية الفصل و هي في نفس الوقت
+
+27
+00:01:38,350 --> 00:01:41,950
+معيارة زي ما أخدنا في الرقابة معيارة إحنا حققنا
+
+28
+00:01:41,950 --> 00:01:44,810
+هذه الأهداف و لها طبعا المحاضرة الماضية أخرها أنا
+
+29
+00:01:44,810 --> 00:01:48,380
+طالت منكم تقيمونا المحاضرة و المحاضرةفبنان على
+
+30
+00:01:48,380 --> 00:01:54,740
+تقيمكوا شكرا له الحمد لله واضح أنه احنا حققنا
+
+31
+00:01:54,740 --> 00:01:58,160
+المهارات لأنه كتير من الفيلم لده كتبينه إيه
+
+32
+00:01:58,160 --> 00:02:03,600
+العلاقة بوصف المادة اللي وضعناها سوية أول فصل بنحط
+
+33
+00:02:03,600 --> 00:02:08,060
+العسلين ما كتبته بتناقش فيه المهارة رائعة ومستوى
+
+34
+00:02:08,060 --> 00:02:11,100
+الفهم والاستياب فيها أكتر ممتاز ممتاز فإن احنا
+
+35
+00:02:11,100 --> 00:02:15,620
+بيكون حققنا المهارات المعرفية اعتقوا طلب الدور
+
+36
+00:02:16,770 --> 00:02:20,850
+وتوكيلها من المهام لإدارة المحاضرة و أن تقوم بدور
+
+37
+00:02:20,850 --> 00:02:23,290
+المحاضرة رائع و بتنامي شخصيتها و تقعدت على نفسها
+
+38
+00:02:23,290 --> 00:02:27,110
+كمان ممتاز كام من بيانات ناخده في اليوم الكبير
+
+39
+00:02:27,110 --> 00:02:31,770
+أخوات المحاضرة تلت ساعات ناخد برايت للصلاة و شورك
+
+40
+00:02:31,770 --> 00:02:34,270
+جهوه أو شاي طبعا احنا اللقاء عندنا مرة واحدة بس في
+
+41
+00:02:34,270 --> 00:02:38,410
+الأسبوع ماشي فلازم تاخد فعل اعتبار أن المحاضرات
+
+42
+00:02:38,410 --> 00:02:42,810
+المجلسية تلت ساعات يعني احنا بناخد مثلا ساعتين و
+
+43
+00:02:42,810 --> 00:02:46,720
+ربع ساعتين و تلت ماناخدش تلت ساعات مع بعضفشي طبيعي
+
+44
+00:02:46,720 --> 00:02:50,880
+إنه في الساعتين و نص أو ساعتين نقعد فيهم مع بعض أو
+
+45
+00:02:50,880 --> 00:02:53,780
+تالت ساعات إلى ربع لإن أحنا ناخد محاضرات يعني فإنت
+
+46
+00:02:53,780 --> 00:02:57,600
+طالب ماجستير مش طالب بكلثر خد بالك النقطة التانية
+
+47
+00:02:57,600 --> 00:03:01,700
+أو الطالبة التانية طبيعة المحاضرة اللي بقص فيها أن
+
+48
+00:03:01,700 --> 00:03:04,240
+يكون هناك عدد من الطالبات أمر جيد شي طبيعي
+
+49
+00:03:04,240 --> 00:03:06,700
+الماجستير يختلف في إرادة على مستوى العالم على ال
+
+50
+00:03:06,700 --> 00:03:10,000
+bachelor's في تنوح الأساليب صحيح وهذا مشوق
+
+51
+00:03:10,000 --> 00:03:14,520
+المحاضرة بتضيفك أشياء جديدة شكرا على مشاركتنا شكرا
+
+52
+00:03:14,520 --> 00:03:18,120
+على مشاركتكم يا جماعةمحاضرة ممتعة وشيقة واسلوب
+
+53
+00:03:18,120 --> 00:03:22,560
+العرض جيد مع موجود بعض الجمود في المحاضرة ماشي ..
+
+54
+00:03:22,560 --> 00:03:26,400
+ال .. بعض الأوقات أنا مندمش معاكم في الشارع فبنسى
+
+55
+00:03:26,400 --> 00:03:30,180
+نحط شوية ميه، شوية طراوة يعنى، بنسى نحكي نقطة ولا
+
+56
+00:03:30,180 --> 00:03:34,580
+حاجة، نكون مندمش ومالزة، ماشي؟ بالنسبة للجمود عند
+
+57
+00:03:34,580 --> 00:03:38,020
+المحاضرة هدلن شخصيتها، أنا شخصيتى جانبة، الله
+
+58
+00:03:38,020 --> 00:03:41,960
+بعينكوا، الله هعدوا اسلوب العرض اسلوب جيد، اللي
+
+59
+00:03:41,960 --> 00:03:46,540
+نمي مرهانات العرض صحيحلدى الطالبات وبيعطى الطالبة
+
+60
+00:03:46,540 --> 00:03:50,380
+أو يعطى الطالبة فالفرصة اللى بحت لتقديم عرض أخضر
+
+61
+00:03:50,380 --> 00:03:53,560
+بيقوي شخصيته الطالبات يعني كنتوا زمان تخافوا ولا
+
+62
+00:03:53,560 --> 00:03:57,040
+إيش طبعا القوف أهم الناس و الحديث خاصة من أقام
+
+63
+00:03:57,040 --> 00:04:00,120
+الكاميرات هذا بيسافرنا بقوي شخصيته الطالبة
+
+64
+00:04:00,120 --> 00:04:06,940
+بخطوتكوا يا أخوات أسلوب المحاضرة بسيط وشيق المادة
+
+65
+00:04:06,940 --> 00:04:12,660
+أضافت مهارات وخبرات خدمتني في مجال الشغلالدكتورة
+
+66
+00:04:12,660 --> 00:04:16,660
+تبسط مواضيع وتعطي أمثلة للتبسيط، ممتاز هذا احنا
+
+67
+00:04:16,660 --> 00:04:22,140
+الهدف اللي بنصغله المحاضرة تدرس بكفاءة وفعالية
+
+68
+00:04:22,140 --> 00:04:26,740
+وتربط لكنا النظر بالعملي أصلا الإدارة كلها عملي
+
+69
+00:04:26,740 --> 00:04:29,980
+مافيش فيها نظري لإنه احنا كيف نصيغ الشغلات اللي
+
+70
+00:04:29,980 --> 00:04:34,880
+ندرسها بشكل نصوص تحفظ على المشاركة الواجبات
+
+71
+00:04:34,880 --> 00:04:40,920
+والحالات المتبعة مفيدة جدا بعض الأوقات تكون كتيرة
+
+72
+00:04:43,460 --> 00:04:46,760
+هي مش كتيرة هي موضوع الارشطة هادي احنا بنضعها بشكل
+
+73
+00:04:46,760 --> 00:04:51,420
+مخطر ايه بس انت لما ترميها شطرها تكون كتيرة يعني
+
+74
+00:04:51,420 --> 00:04:54,240
+التصوير المفروض ناخد باسم الطلابات لأ معلش يا
+
+75
+00:04:54,240 --> 00:04:58,320
+أخوات التصوير ها ده قرار للأستاذ مش للطلابة إذا
+
+76
+00:04:58,320 --> 00:05:03,040
+كانوا يرغبون أو لأ طالبة أخرى حكت إن الرسول اللي
+
+77
+00:05:03,040 --> 00:05:06,240
+ما تمد داخل المحاضرة شايفه عصري طب الحمد لله
+
+78
+00:05:06,240 --> 00:05:10,900
+المحاضرة هدية من الله ده والله أنت انتوا هدية من
+
+79
+00:05:10,900 --> 00:05:15,750
+الله وليس العكسبنرسخ مبادئ لابودة منها للغوص في
+
+80
+00:05:15,750 --> 00:05:18,250
+بيئة الأعمال بيستخدرها يعني واضح إن أختها ليه
+
+81
+00:05:18,250 --> 00:05:23,630
+سباحة تشتغل في السباحة المسابق أضافة ليه أثقة
+
+82
+00:05:23,630 --> 00:05:26,870
+بالنفس قد شخصيا لأول مرة بستعر ال presentation
+
+83
+00:05:26,870 --> 00:05:31,930
+استمتعت أعطيتيني الكثير من التفاؤل والأمل بشأن أول
+
+84
+00:05:31,930 --> 00:05:34,550
+محاضرة إن شاء الله أكون جزء من اللي نجلع إن شاء
+
+85
+00:05:34,550 --> 00:05:38,730
+الله أفضل يعطيهم رب نعطيهم قيمات تمانك شكرا هيك
+
+86
+00:05:38,730 --> 00:05:43,000
+احنا بيكون حققتا جميع الأهداف و الخطةأسلوب الألعاب
+
+87
+00:05:43,000 --> 00:05:45,780
+المعتمدة من ناحية دمج الطالبات في العرض ورقمه من
+
+88
+00:05:45,780 --> 00:05:51,520
+شخصية المحاضرة، رائع الفيديوهات التوضيحية أو أسلوب
+
+89
+00:05:51,520 --> 00:05:55,420
+الألعاب الدهنية مفيدة في الانتشار، في التنشيب،
+
+90
+00:05:55,420 --> 00:05:59,960
+مطلوب تقيي الواجبات، ماشي يعني أسلوب الشارف وكمية
+
+91
+00:05:59,960 --> 00:06:04,640
+الأمد للمعروف ده، بيعجبني الدكتورة السلسة جدا في
+
+92
+00:06:04,640 --> 00:06:07,900
+تعاملها مع الطالبات، عشان مع أنتوا أصدقاء، طالبات
+
+93
+00:06:07,900 --> 00:06:13,570
+إيش، دكتور إيش، أنتوا صديقانومتفهمة لنا، لكن أعتقد
+
+94
+00:06:13,570 --> 00:06:18,410
+أنه يوجد بعض استخفاف بقدرات البنات بعنش والله أنا
+
+95
+00:06:18,410 --> 00:06:22,590
+متشعرته هنا استخفتني كله سمح الله أنا بتعامل معاكم
+
+96
+00:06:22,590 --> 00:06:27,650
+كصديقات وكناس مسئولة، انخلصين بكل ورسوا بنحييهم
+
+97
+00:06:27,650 --> 00:06:32,380
+لأنهم تابعوا تطوير أنفسهم في مجال العلموهيهم غيروا
+
+98
+00:06:32,380 --> 00:06:35,600
+تخصصاتهم في ال bachelor's وكملوا معانا في داقة
+
+99
+00:06:35,600 --> 00:06:38,540
+الأعمال، ماجستير داقة الأعمال فمسألة الاستخفاف
+
+100
+00:06:38,540 --> 00:06:42,260
+يعني ممكن إنسان يصبر تصبر اللي أمامه زي ما هناخد
+
+101
+00:06:42,260 --> 00:06:47,140
+مع بعض في شرط الاقتصاد يفسروا يكون تفسيرهم مش صحيح
+
+102
+00:06:47,140 --> 00:06:50,360
+زي ما تحكي كلمة بعفوية و تلاقي الناس يفسروها جدا
+
+103
+00:06:50,360 --> 00:06:54,080
+فمسألة الاستخفاف قسمها الله لا باستخف فيك ولا في
+
+104
+00:06:54,080 --> 00:06:59,190
+غيرك لكن وجهة نظر وانا اش باحترماليوم ان شاء الله
+
+105
+00:06:59,190 --> 00:07:01,810
+.. شكرا على الكلام اللي كتبته و شكرا لله لإن احنا
+
+106
+00:07:01,810 --> 00:07:06,990
+قدرنا نحقق و نكسبكوا مهارات دراسة هدأ المسار لسه
+
+107
+00:07:06,990 --> 00:07:11,210
+أمارنا عدة .. لسه أمارنا مشوار بعد ما قطعنا نصف
+
+108
+00:07:11,210 --> 00:07:16,310
+المادة ان شاء الله بتكونوا صورة أعمق على هذه
+
+109
+00:07:16,310 --> 00:07:18,730
+المحاضرة اليوم ان شاء الله زي ما هو أمارنا على
+
+110
+00:07:18,730 --> 00:07:22,550
+الصبورة هنكون مع طالبة ريمة مهديفي موضوع Strategy
+
+111
+00:07:22,550 --> 00:07:26,190
+Management أحد مواضيع إدارة الأعمال، تفضل يا أستاذ
+
+112
+00:07:26,190 --> 00:07:26,510
+علينا
+
+113
+00:07:37,010 --> 00:07:41,330
+أبدأش؟ تفضلي أه السلام عليكم كيف حالكم؟ ان شاء
+
+114
+00:07:41,330 --> 00:07:45,850
+الله تكونوا أصبحتوا بأحسن حال بداية قبل ما أبدأ
+
+115
+00:07:45,850 --> 00:07:50,210
+بالعرض حابة أسأل سؤال يعني بيجي على بالنا كلنا قبل
+
+116
+00:07:50,210 --> 00:07:55,390
+السؤال يا ريمة عافينا بنفسك أنا ريمة مهدي خرجت
+
+117
+00:07:55,390 --> 00:08:00,370
+هندسة مدنية الجامعة الإسلامية و بدرس MBA ممتاز إيش
+
+118
+00:08:00,370 --> 00:08:04,270
+خلّك تغير من هندسة ل .. يعني تغير توجهك لكم ال
+
+119
+00:08:04,270 --> 00:08:08,690
+MBA؟صراحة أنا طبيعة شغلي يمكن فرضت عليّ أنه أنا
+
+120
+00:08:08,690 --> 00:08:12,550
+أشتغل شغل إداري وحسيت حالي أنه أنا م .. لقي حالي
+
+121
+00:08:12,550 --> 00:08:17,790
+أكتر في الإدارة حبيتها درستوش في ال .. ال .. درسنا
+
+122
+00:08:17,790 --> 00:08:21,990
+.. درسنا عقود، إدارة عقود مثلا درسنا .. بس كلها
+
+123
+00:08:21,990 --> 00:08:25,770
+إلها علاقة بمشاريع هندسية مش بال .. مش بالأعمال
+
+124
+00:08:25,770 --> 00:08:34,060
+ممتاز، حضريخليني أول شي أسأل سؤال أنه احنا أحيانا
+
+125
+00:08:34,060 --> 00:08:39,140
+بنحط افتراضات في بالنا و بنفترض أنه كل هذه الأشياء
+
+126
+00:08:39,140 --> 00:08:43,200
+اللي حاطنعها في بالها راح تتحقق و ممكن يصير العكس
+
+127
+00:08:43,200 --> 00:08:47,240
+و بنفس الوقت في ناس تانية بنقول أنه الشي اللي
+
+128
+00:08:47,240 --> 00:08:52,380
+بيعملوها ده مستحيل أن يوصلهم لمكان زي مثلا نحكي
+
+129
+00:08:52,380 --> 00:08:57,930
+كيف قبل مبتكرة و وين شركة Nokia راحت؟هلأ لما بنحكي
+
+130
+00:08:57,930 --> 00:09:01,770
+عن شركة Nokia أكيد كلنا كان في يوم من الأيام معانا
+
+131
+00:09:01,770 --> 00:09:05,290
+جهاز ال Nokia كلنا بنعرف أن شركة Nokia من أكبر
+
+132
+00:09:05,290 --> 00:09:09,930
+شركات العالم كانت في الهاتف النقال والمحمول كانت
+
+133
+00:09:09,930 --> 00:09:15,170
+مبيعاتها أعلى نسبة كان في عندها رؤية لمدى بعيد من
+
+134
+00:09:15,170 --> 00:09:22,450
+سنة 1996 لسنة 2006 اكتسحت العالم وسيطرت على السوق
+
+135
+00:09:22,450 --> 00:09:28,630
+بنسبة 20%في 2013 بنلاقي إن Nokia وصلت مبيعاتها 3%
+
+136
+00:09:28,630 --> 00:09:33,370
+فقط في حد بيعرف شو اللي صار مع شركة Nokia بهذه
+
+137
+00:09:33,370 --> 00:09:37,030
+الفترة إذا ما هي أسباب خلول شركة Nokia في العام
+
+138
+00:09:37,030 --> 00:09:42,790
+2013 من السوق العالمي للجوال؟ شركة Nokia .. سؤال
+
+139
+00:09:42,790 --> 00:09:47,870
+للأخوان؟ بعطيكم حظ للتفكير؟ يعني أنا بتوقع .. ممكن
+
+140
+00:09:47,870 --> 00:09:52,410
+تسجلين أجابتك لو سمحت؟ حضري سيد سميرة
+
+141
+00:09:55,670 --> 00:10:08,730
+ممتاز واحد واحد
+
+142
+00:10:08,730 --> 00:10:17,390
+سميرة حكت لم تواكب سميرة
+
+143
+00:10:17,390 --> 00:10:21,630
+ماشي
+
+144
+00:10:21,630 --> 00:10:27,010
+هنا في عندك إشي هتبدأ فيههو أنا أصلا مش هملت معاكي
+
+145
+00:10:27,010 --> 00:10:30,390
+في مجتمعي لأ عادي عن كده دلوقتي هل تعتقد لو أن
+
+146
+00:10:30,390 --> 00:10:34,570
+نوكيا درست السوق واحتياجات المستهلكين كانت طلعة؟
+
+147
+00:10:34,570 --> 00:10:39,950
+لأ فده ليش نقول؟ عدم الاقتماع بمطالبات الزبائن
+
+148
+00:10:39,950 --> 00:10:44,430
+مطالبات السوق عدم الاقتماع بمطالبات الزبائن
+
+149
+00:10:44,430 --> 00:10:51,410
+مطالباتهم إيش كمان؟ هل توقعت شركة نوكيا أنه هيكون
+
+150
+00:10:51,410 --> 00:10:56,100
+منافسين يتدرقصون بيها؟ يمسحوها من السوق؟ولّا ما
+
+151
+00:10:56,100 --> 00:11:06,620
+اتوقعت؟ يبقى شركة Nokia ماعملتش دراسة للبيئة
+
+152
+00:11:06,620 --> 00:11:11,860
+الخارجية للسوق البيئة الخارجية اللي هي المنافسين
+
+153
+00:11:11,860 --> 00:11:18,180
+شوف كمان حاولوا تفكروا معايابتكون تاخدوا بعين
+
+154
+00:11:18,180 --> 00:11:22,040
+الاعتبار انه 2007 نزل نظام الاندرويد نظام
+
+155
+00:11:22,040 --> 00:11:26,020
+الاندرويد هذا اللي ما قبلت نوكيا فيه كانت في هذا
+
+156
+00:11:26,020 --> 00:11:30,400
+الوقت سامسونج اشترت هذا النظام و بدت تشتغل بنظام
+
+157
+00:11:30,400 --> 00:11:33,880
+الاندرويد اللي هو اعطى فرصة طبعا انتوا عارفين كلكم
+
+158
+00:11:33,880 --> 00:11:36,900
+ان الاندرويد اللي هو فيه applications اتاح لوصول
+
+159
+00:11:36,900 --> 00:11:42,240
+للنت الكاميرا التطبيقات عديدة طبعا المحتاجة هو
+
+160
+00:11:42,240 --> 00:11:46,160
+المستهلك هذا الشيء نفس كلام الأخد سميعه عن مهندوه
+
+161
+00:11:46,160 --> 00:11:50,000
+كانت مطوّرةبالظبط ولم تتاخد قرار سليم لإنه انعرض
+
+162
+00:11:50,000 --> 00:11:54,160
+بالأول على Nokia إنه هي تاخد هذا التطبيق أو هذا ال
+
+163
+00:11:54,160 --> 00:12:01,300
+system و هي رفضته خلينا نشوف إنه و كمان زهرت عندي
+
+164
+00:12:01,300 --> 00:12:06,610
+قبل بنفس الوقت ..أبل ظهرت عندى وعملت شركات
+
+165
+00:12:06,610 --> 00:12:10,130
+استراتيجية مع مزودين اتصالات على مستوى العالم
+
+166
+00:12:10,130 --> 00:12:14,010
+واخدت حصة سوقية كبيرة، اذا احنا بدنا نشوف أسباب
+
+167
+00:12:14,010 --> 00:12:17,170
+خسارة Nokia كانت أول إشي إنها اتخذت قرار غلط،
+
+168
+00:12:17,170 --> 00:12:20,950
+ماعملتش دراسة على السوق منيح، مااخدتش بعين
+
+169
+00:12:20,950 --> 00:12:26,280
+الاعتبار البيئة الخارجية لإلهاوكمان حاولت Nokia إن
+
+170
+00:12:26,280 --> 00:12:32,340
+هي تتحسن من سلوكها عملت استراتيجية تقشف أسرحت كتير
+
+171
+00:12:32,340 --> 00:12:37,760
+من العمل جابت .. عينت مدير تنفيذ جديد لكن كل هذا
+
+172
+00:12:37,760 --> 00:12:42,260
+فشل مع Nokia لأنها ما أخدت القرار السليم في الوقت
+
+173
+00:12:42,260 --> 00:12:46,340
+السليم، هي كان لازم تاخده في الوقت السليممن هذه
+
+174
+00:12:46,340 --> 00:12:50,160
+القصة أنا حابة أبدأ الإدارة الاستراتيجية، وإيش
+
+175
+00:12:50,160 --> 00:12:53,220
+أهمية الإدارة الاستراتيجية بحياتنا؟ مبدأ زي
+
+176
+00:12:53,220 --> 00:12:56,580
+الأسعار الخروج شركة نوكيا من سوق المحمول أو
+
+177
+00:12:56,580 --> 00:12:59,680
+الجوالات، إن هي ما اهتمتش بتتطور التكنولوجيا اللي
+
+178
+00:12:59,680 --> 00:13:03,820
+كان بيحصل، أيضا هي توقفت عند المنتج وحققت أرباحه
+
+179
+00:13:03,820 --> 00:13:08,640
+خلاص، ده الوصول للقمة ليس سهلا، الوصول للقمة عفوا
+
+180
+00:13:08,640 --> 00:13:12,090
+سهلا، لكن المحافظة عليها هو الصعبهم وصلوا القمة
+
+181
+00:13:12,090 --> 00:13:17,130
+فرحوا فإيجد Apple وإيجد بعد كده Iphone مسحوهم من
+
+182
+00:13:17,130 --> 00:13:20,590
+الوجود طبعا هي رجعت ناقية موجودة في السوق لكن مش
+
+183
+00:13:20,590 --> 00:13:23,810
+زي زمان و لا جادة تصل للسوق العالمي لإن في وحوش
+
+184
+00:13:23,810 --> 00:13:28,850
+أمامها فيه هتان اللي هم Apple و Samsung و هلأ في
+
+185
+00:13:28,850 --> 00:13:33,990
+شركات جديدة هواوي صحيح طبعا كان في ناقصهم في دراسة
+
+186
+00:13:33,990 --> 00:13:35,570
+البيئة الخارجية لإن لو كانوا دراسوا البيئة
+
+187
+00:13:35,570 --> 00:13:39,460
+الخارجية كان عندهم فيها ممارسين تدرسونا بهمأهم
+
+188
+00:13:39,460 --> 00:13:42,340
+المطلبات الزبالة هو جوال في جوالات Nokia لو تذكرها
+
+189
+00:13:42,340 --> 00:13:44,760
+كان حجمها صغير، ففي ناس اللي عندهم نظر .. مشكلة في
+
+190
+00:13:44,760 --> 00:13:48,940
+النظر فماكانوش مرتاحين معاها، كمان هي ماتطولتش،
+
+191
+00:13:48,940 --> 00:13:51,840
+فماشي طبيعي لما تلاقي جوال بسعر مناسب فيه كاميرا،
+
+192
+00:13:51,840 --> 00:13:54,940
+فيه تطبيقات، هتسيبي Nokia وفعلا ماهو ضروري بقى قطة
+
+193
+00:13:54,940 --> 00:13:59,200
+الخوش Nokia من السوق قبل عدة سنوات عادت ولكن ليس
+
+194
+00:13:59,200 --> 00:14:05,340
+بنفس الحظرهنبدأ نحكي عن الإدارة الاستراتيجية بعد
+
+195
+00:14:05,340 --> 00:14:08,560
+هذه القصة، في حد ممكن يحكيلي إيش فكرته عن إدارة
+
+196
+00:14:08,560 --> 00:14:11,820
+استراتيجية؟ شو بعرف عن الإدارة الاستراتيجية؟ الفرق
+
+197
+00:14:11,820 --> 00:14:14,480
+بينها، بين الإدارة العامة اللي احنا ندرسها و بين
+
+198
+00:14:14,480 --> 00:14:17,560
+الإدارة الاستراتيجية؟ إحنا ماكنت ندرسه لأعمار،
+
+199
+00:14:17,560 --> 00:14:20,700
+الإدارة العامة دي السياسة، علم السياسة، إحنا ماكنت
+
+200
+00:14:20,700 --> 00:14:23,200
+ندرس إدارة أعمال و business إدارة الأعمار و
+
+201
+00:14:23,200 --> 00:14:27,300
+الإدارة طبعا يا أخوات، ال strategyالكلمة اللاتينية
+
+202
+00:14:27,300 --> 00:14:31,100
+معناها general، اول ما بدت الاستراتيجيات بدت في
+
+203
+00:14:31,100 --> 00:14:36,540
+المجال العسكري، بعد كده انتقلت لمجال مدني، فهي
+
+204
+00:14:36,540 --> 00:14:39,140
+مقصود بالإدارة استراتيجية أو إدارة ال general
+
+205
+00:14:46,320 --> 00:14:51,520
+مهلا عنده فكرة من كلمة استراتيجية استراتيجية مش
+
+206
+00:14:51,520 --> 00:14:54,720
+مشكلة خلّيني أساعدهم استراتيجية يعني أنا بحكي في
+
+207
+00:14:54,720 --> 00:14:59,360
+هدف بعيد هدف محتاج من تلت سنين لخمس سنين ممتاز أنا
+
+208
+00:14:59,360 --> 00:15:02,660
+مابحكي على المدى القريب هاي أول شغلة بالاستراتيجية
+
+209
+00:15:02,660 --> 00:15:06,520
+إذا نحكي عن خطة بدي من هنا لخمس سنوات بس نفّدها
+
+210
+00:15:06,520 --> 00:15:12,030
+يعني روحي في المستقبل يبقى واضحة أماميأيوة؟ هنبلش
+
+211
+00:15:12,030 --> 00:15:15,450
+ندرس اللى هى طبيعة الإدارة اللى .. هنشوف الأشياء
+
+212
+00:15:15,450 --> 00:15:18,790
+اللى راح ندرسها طبيعة الإدارة الاستراتيجية، صياغة
+
+213
+00:15:18,790 --> 00:15:23,530
+الاستراتيجية، تنفيذ الاستراتيجية ورابعا تقييم
+
+214
+00:15:23,530 --> 00:15:27,630
+ورقابة الاستراتيجية حتى هو استغل إنسان لو ماكانش
+
+215
+00:15:27,630 --> 00:15:31,990
+له استراتيجية لمستقبل هو كشخص، مستقبل أولاده
+
+216
+00:15:31,990 --> 00:15:35,760
+وعائلته وشغله، بقى زى ما هوبالضبط إن هو معناه
+
+217
+00:15:35,760 --> 00:15:39,200
+إنسان بس يتحرك لطعام و شراب لا يتطور، كأنه مش
+
+218
+00:15:39,200 --> 00:15:43,320
+عايش، نفس الشيخ حسين معناته، تفضل هذا الاشي حتى
+
+219
+00:15:43,320 --> 00:15:46,260
+بيسألونا يا عف غالبا في المقابلات إن أنت بعد خمس
+
+220
+00:15:46,260 --> 00:15:49,620
+سنين وين شايف حالك، فإذا أنت مش شايف هدف لحياتك
+
+221
+00:15:49,620 --> 00:15:53,240
+بعد خمس سنين، هي مشكلة، لازم أن اليوم تبدأ تفكر
+
+222
+00:15:53,240 --> 00:15:56,820
+بطريقة استراتيجية طبعا أنت بتشوف نفسك بعد خمس
+
+223
+00:15:56,820 --> 00:16:00,020
+سنوات بتاني تكون مخاصة ناجسية و عندك مشروع أو
+
+224
+00:16:00,020 --> 00:16:03,340
+مضطور في شغلك، لكن لازم ناخد بعين اعتباد الظلوف
+
+225
+00:16:03,340 --> 00:16:08,630
+المحيطضغط مهيبة ممكن تكون هي تقن أمان طوحك، تتحذر
+
+226
+00:16:08,630 --> 00:16:13,790
+مين يقرأ ليه التعريف الإدارة الاستراتيجية، ساميرة
+
+227
+00:16:13,790 --> 00:16:17,410
+ممكن؟ الإدارة الاستراتيجية عمليات إدارية شاملة
+
+228
+00:16:17,410 --> 00:16:21,830
+ومستمرة موجهة نحو سياقة تنفيذ استراتيجية فعالة
+
+229
+00:16:21,830 --> 00:16:24,770
+وطيب أسلوب منهج للأعمال في تعاملها مع الفرص
+
+230
+00:16:24,770 --> 00:16:29,000
+المتحدةإذا نقدر نحكي إن الإدارة الاستراتيجية هي
+
+231
+00:16:29,000 --> 00:16:33,880
+مجموعة من عمليات إدارية أنا بعملها مشان أوصل لهدف
+
+232
+00:16:33,880 --> 00:16:39,040
+معين في المدى البعيد و أتعامل مع الفرص والتحديات
+
+233
+00:16:39,040 --> 00:16:42,520
+الموجودة في البيئة بالنسبة للبيئة الداخلية أو
+
+234
+00:16:42,520 --> 00:16:48,070
+البيئة الخارجيةمرت الإدارة الاستراتيجية بمراحل،
+
+235
+00:16:48,070 --> 00:16:50,570
+خلّينا نشوف أول مرحلة مرت فيها الإدارة
+
+236
+00:16:50,570 --> 00:16:53,250
+الاستراتيجية كانت اللي هي التخطيط المالي الأولي
+
+237
+00:16:53,250 --> 00:16:57,010
+وهي كانت غالبا بتتعامل بالأرقام، بشيء مادي،
+
+238
+00:16:57,010 --> 00:17:00,650
+بالدولار، يعني أنا بدي في منظمة بدي أخصص موارد
+
+239
+00:17:00,650 --> 00:17:04,730
+عشان أحقق هدف معين، هذا الهدف محتاج لميزانية عندي
+
+240
+00:17:04,730 --> 00:17:08,890
+و تكلفة، فأنا لازم أعمل دراسة لإنه .. ل .. لأغطي
+
+241
+00:17:08,890 --> 00:17:12,790
+هذا النشاط اللي أنا راح أعمله عشان أحقق الهدفهي
+
+242
+00:17:12,790 --> 00:17:17,130
+المقصود بأول مرحلة كانت الاستراتيجية تاني مرحلة
+
+243
+00:17:17,130 --> 00:17:21,570
+اللي هي مرحلة التخطيط القائم على التنبؤ طبعا
+
+244
+00:17:21,570 --> 00:17:24,090
+المرحلة الأولى كانت مرحلة التخطيط المالي على أساس
+
+245
+00:17:24,090 --> 00:17:27,550
+أنه عصب حياته أي مؤسسة في العالم هو المال فكان
+
+246
+00:17:27,550 --> 00:17:31,270
+التركيز كيف نعمل وازانات للمستقبل، شفعنا فاض عاجز
+
+247
+00:17:31,270 --> 00:17:35,110
+كيف نسكر عاجز كيف نستغل الفائض المرحلة التانية
+
+248
+00:17:35,680 --> 00:17:40,280
+تخطيط قائم على التنبؤ يعني أنا بدي أعمل دراسة ل ..
+
+249
+00:17:40,280 --> 00:17:44,400
+طبعا كلنا عارفين شو يعني تخطيط اللي هي حكينا دراسة
+
+250
+00:17:44,400 --> 00:17:49,240
+لل .. للماضي و قراءة للحاضر و استقراء للمستقبل
+
+251
+00:17:49,240 --> 00:17:55,000
+استقراء للماضي و لرسلها و التنبؤ بالمستقبل هذه ..
+
+252
+00:17:55,000 --> 00:17:58,180
+هذه المراحل لازم أخدها بعين الاعتبار لما أنا بدي
+
+253
+00:17:58,180 --> 00:18:02,220
+أعمل خطة استراتيجية طب سؤال إيه شغلت الشغلات في
+
+254
+00:18:02,220 --> 00:18:06,380
+الموضوع؟طبعا اللعبة الشاطرانج هي أساسها فكر
+
+255
+00:18:06,380 --> 00:18:09,680
+استراتيجي ده فكرة .. تخطيط استراتيجي صحيح؟ اه إذا
+
+256
+00:18:09,680 --> 00:18:12,780
+أنت عند القدرة تنجح، ماعنكيش خالص، و روح الملك هو
+
+257
+00:18:12,780 --> 00:18:16,340
+هكذا و بعدين بدك عدة خطوات عشان تصل إلى الملك،
+
+258
+00:18:16,340 --> 00:18:23,060
+صحيح تعملي مثال يكون مثالك و أخرى ده المرحلة
+
+259
+00:18:23,060 --> 00:18:26,740
+التانية كانت تخطيط القائمة التنبؤ اللي هي زي ما
+
+260
+00:18:26,740 --> 00:18:30,540
+تبقى حكاية، نشر النوم أحمل في البيئة الخارجية، أدى
+
+261
+00:18:30,540 --> 00:18:35,330
+لظهور منافسين شدسينأقصوها من عالم الـ Mobile App
+
+262
+00:18:35,330 --> 00:18:39,390
+فلازم أنا أدرس البيئة الخارجية والبيئة الداخلية و
+
+263
+00:18:39,390 --> 00:18:43,030
+أشوف إيش هو الصير معاها مرحلة تالتة اللي هي مرحلة
+
+264
+00:18:43,030 --> 00:18:47,150
+الخطط الموجهة خارجيا أو التخطيط الاستراتيجي وبهذه
+
+265
+00:18:47,150 --> 00:18:50,790
+المرحلة اعتمدوا على دراسة البيئة الخارجية أخدوا
+
+266
+00:18:50,790 --> 00:18:54,390
+بين الاعتبار البيئة الخارجية، السوق، الإضطرابات،
+
+267
+00:18:54,390 --> 00:18:59,270
+المنافسين وخلّوهم ياخدوا هذه البيانات والمعلومات
+
+268
+00:18:59,270 --> 00:19:02,210
+ويترجموها لخطة استراتيجية
+
+269
+00:19:06,010 --> 00:19:10,090
+هذه كيف أنت بدأت تفكر و تخطط و العصفة تدني؟ ما
+
+270
+00:19:10,090 --> 00:19:12,950
+أعشق إذا من هذه الفترة اللي نعمله تخطيط استراتيجي
+
+271
+00:19:12,950 --> 00:19:16,290
+طويل الأجر، دفعات أزامية طويلة، نخبر السلوكات على
+
+272
+00:19:16,290 --> 00:19:19,270
+القائد، إذا كانت الدولة مش فيها استقرار نكون نخبر
+
+273
+00:19:19,270 --> 00:19:21,150
+السلوكات على القائد، إذا كان الدولة فيها استقرار
+
+274
+00:19:21,150 --> 00:19:23,990
+زي أمريكا أو اليابان احنا نكون استراتيجيين لخمسين
+
+275
+00:19:23,990 --> 00:19:29,970
+سنةالمرحلة الرابعة هي مرحلة الإدارة الاستراتيجية،
+
+276
+00:19:29,970 --> 00:19:32,950
+طبعا أنا عملية التخطيط ده كله كلام نظري، أنا
+
+277
+00:19:32,950 --> 00:19:36,450
+مافوتش في عملية التطبيق، مرحلة ال .. مرحلة الإدارة
+
+278
+00:19:36,450 --> 00:19:39,950
+الاستراتيجية أنا وصلت لمرحلة التطبيق، تطبيق
+
+279
+00:19:39,950 --> 00:19:43,550
+المفاهيم اللي عندي والعملية التخطيطية اللي أنا
+
+280
+00:19:43,550 --> 00:19:48,370
+عملتهاطبعا باستخدام المواد، الموارد والميزة
+
+281
+00:19:48,370 --> 00:19:51,330
+التنافسية اللي أنا لازم أحافظ عليها من السهل أن
+
+282
+00:19:51,330 --> 00:19:54,750
+انت تلاقي ميزة تنافسية أو تنجح لكن لازم تحافظ
+
+283
+00:19:54,750 --> 00:19:57,150
+عليها مثل ما حكت الدكتورة ثم هتشيل خاصية عاملة من
+
+284
+00:19:57,150 --> 00:20:02,850
+شركة أبل و شركة سامسونج كل واحد متخيل كيف يطور
+
+285
+00:20:02,850 --> 00:20:06,650
+لحتى يقدم ميزة تنافسية في الأجهزة بتاعته و تخدمها
+
+286
+00:20:06,650 --> 00:20:11,230
+في التطبيقات لحتى الناس يرفعها إذا من هنا أقلاها
+
+287
+00:20:11,230 --> 00:20:15,180
+كانت مراحلة تطور ينخد لدرجة استراتيجيةوهي التي
+
+288
+00:20:15,180 --> 00:20:17,560
+تقوم على التخطيط الطويل اللي أجروا لرأس التنمية
+
+289
+00:20:17,560 --> 00:20:21,520
+الداخلية والتاريجية والتركيز على تحقيق خدف الميزة
+
+290
+00:20:21,520 --> 00:20:26,340
+التنافسية إنه أنا عندي حاجة الناس بتضلها حاجة
+
+291
+00:20:26,340 --> 00:20:30,100
+هادئية جانب الناس من ضمن أمور الجدول هو تطوير
+
+292
+00:20:30,100 --> 00:20:35,140
+المستمر يعني بشتري المستخدم المهندس الجديد ويقول
+
+293
+00:20:35,140 --> 00:20:37,360
+الـcustomer يتعرف على مهندسنا القادم اللي هو
+
+294
+00:20:37,360 --> 00:20:41,550
+الإصدار اللي بعد كده إيش راح يكون فيه؟ تفضليوصلنا
+
+295
+00:20:41,550 --> 00:20:46,370
+لفوائد الإدارة الاستراتيجية، حابة تشاركوني إيش
+
+296
+00:20:46,370 --> 00:20:48,930
+شايفين فوائد الاستراتيجية، شو فايدة الإدارة
+
+297
+00:20:48,930 --> 00:20:52,910
+الاستراتيجية؟ أنا ليش بعمل خطة استراتيجية؟ تفضل يا
+
+298
+00:20:52,910 --> 00:20:56,090
+عزيزي لحظة يا عزيزي، كيف بالإستراتيجي management؟
+
+299
+00:20:56,090 --> 00:20:58,490
+والإستراتيجي بليه؟ إحنا بنفترن عن الإدارة
+
+300
+00:20:58,490 --> 00:21:01,330
+الاستراتيجية، مش التخطيط الاستراتيجي التخطيط
+
+301
+00:21:01,330 --> 00:21:03,730
+الاستراتيجي جزء من الإدارة الاستراتيجية ولا أي
+
+302
+00:21:03,730 --> 00:21:07,510
+سلعز صح هي المرحلة للنظرية في الأربع وضعف، من هنا
+
+303
+00:21:07,510 --> 00:21:11,230
+التخطيطومن ضمن التخطيط التخطيط الاستراتيجي احنا
+
+304
+00:21:11,230 --> 00:21:13,910
+اللي هعرف التخطيط اخدناها قبل كده احنا هنا بنحكي
+
+305
+00:21:13,910 --> 00:21:16,490
+عن إدارة استراتيجية كده أنا عند استراتيجية كده بدي
+
+306
+00:21:16,490 --> 00:21:19,790
+أديرها فيرد تاخد بقى يبقى تمزجيش بين المصطلحين
+
+307
+00:21:19,790 --> 00:21:23,910
+اللي بدي اختفعها، فضل يا أستاذة التطوير والتحسين
+
+308
+00:21:23,910 --> 00:21:28,770
+المصلم، اسمك؟ إسلام، التحسين المصلم ده إيش بنسميه
+
+309
+00:21:28,770 --> 00:21:33,820
+إسلام؟ مضبط، عارف عن مين؟ مضبط، إيش بنسميه؟بنسميه
+
+310
+00:21:33,820 --> 00:21:35,660
+قطر ال quality management اللي هو إيجارة جودة
+
+311
+00:21:35,660 --> 00:21:38,780
+الشعب، نحسيه من المجتمع اللي هو إيجارة جودة الشعب،
+
+312
+00:21:38,780 --> 00:21:42,700
+ده أساس له ماشي
+
+313
+00:21:42,700 --> 00:21:45,400
+طبيعي، المنظمات اللي هتعلمها، اللي هتكون قطر ال
+
+314
+00:21:45,400 --> 00:21:49,640
+management .. قطر ال quality management هلأ، أنت
+
+315
+00:21:49,640 --> 00:21:53,600
+عارف اللي موضوعنا؟
+
+316
+00:22:06,900 --> 00:22:14,400
+ساميرا موضوع الرؤية وحكيها للأحلام نور
+
+317
+00:22:14,400 --> 00:22:19,080
+بتاعتي نظرة شاملة عن وين هي قصة بالمؤسسة أو النظام
+
+318
+00:22:19,080 --> 00:22:22,640
+اللي أعمل بعد كده؟ ممتاز، إذا ساميرا حكت عن
+
+319
+00:22:22,640 --> 00:22:24,980
+النظام، يتكون واضحة زي ما تكون ال interaction ضيقة
+
+320
+00:22:24,980 --> 00:22:30,240
+النور، تكون مش عارفة إيش فيه أمامك، ماشي، طبعا هي
+
+321
+00:22:30,240 --> 00:22:34,820
+نظرة شاملة اللي أهداف المؤسسة وممتاز، أفضلخلّينا
+
+322
+00:22:34,820 --> 00:22:38,560
+نحكيهم مع بعض إدارة الإسلام حكت إدارة الجودة طبعا
+
+323
+00:22:38,560 --> 00:22:42,940
+الإدارة الاستراتيجية أنا من خلالها بيكون في عندي
+
+324
+00:22:42,940 --> 00:22:46,220
+أنواع للإدارات مثلا أنا بدي استراتيجية لاكتساح
+
+325
+00:22:46,220 --> 00:22:50,020
+السوق أو اختراق السوق اختراق السوق ما بيجي من فراغ
+
+326
+00:22:50,020 --> 00:22:53,560
+لازم انا يا إما أشتغل على الجودة يا إما أشتغل على
+
+327
+00:22:53,560 --> 00:22:57,960
+التكلفة انه أنا الستراتيجية تختراق السوق هي أفضل
+
+328
+00:22:57,960 --> 00:23:02,140
+استراتيجية التسويقية المستخدمة في مجال التسويق
+
+329
+00:23:02,680 --> 00:23:06,520
+ماشي، في علاقة بالسعر، ايش معناه اختراق السوق؟
+
+330
+00:23:06,520 --> 00:23:10,160
+شرحناها قبل هيكالي اختراق السوق .. انت بتدخل
+
+331
+00:23:10,160 --> 00:23:13,960
+السوق، لكن الأسعار بتكون أقل من السعر المنافسي
+
+332
+00:23:13,960 --> 00:23:19,020
+ماشي، بس لفترة زمنية معينة، بعدين .. بس يبقى السعر
+
+333
+00:23:19,020 --> 00:23:22,840
+بنفس السعر المنافسي، يعني بس سعر فاق الناس ممكن
+
+334
+00:23:22,840 --> 00:23:25,640
+اعوضه للجودة التالف، ممكن عشان انا انخص الأسعار،
+
+335
+00:23:25,640 --> 00:23:26,500
+الجودة سيئة
+
+336
+00:23:29,930 --> 00:23:33,710
+القدرة على التعامل مع المتغيرات البيئية يعني أنا
+
+337
+00:23:33,710 --> 00:23:37,290
+كمنظمة لازم أخد بعين اعتبار حكينا المنافسين
+
+338
+00:23:37,290 --> 00:23:41,950
+الأوضاع السياسية كمان وطبيعة البيئية للمنطقة
+
+339
+00:23:44,620 --> 00:23:47,380
+ساميرة حكت نقطة مهمة اللي هي وضوح الرؤية وهلأ
+
+340
+00:23:47,380 --> 00:23:51,060
+هنشوف إنه الإدارة الاستراتيجية بأساسها بتعتمد على
+
+341
+00:23:51,060 --> 00:23:58,760
+الرسالة والرؤية والأهداف الرؤية هي مكوناتها مين
+
+342
+00:23:58,760 --> 00:24:03,400
+يحكيلي شو يعني رؤية؟ رؤية
+
+343
+00:24:03,400 --> 00:24:07,240
+المشتركة أن يكون لدى جميع العاملين ومنظماء نفس
+
+344
+00:24:07,240 --> 00:24:11,480
+الأفكار حول موضوع معين ماشي إسلام زميلتي كهيمة ما
+
+345
+00:24:11,480 --> 00:24:15,490
+ساتعنى ظهور مشتركة ساتعنى رؤية مشتركةvision
+
+346
+00:24:15,490 --> 00:24:19,890
+المؤسسة يعني رؤية بتخلف عن شرحتي رؤية ال vision شو
+
+347
+00:24:19,890 --> 00:24:23,510
+معنى vision الرؤية خليني أحكيلكم هي تتجاوب على
+
+348
+00:24:23,510 --> 00:24:27,030
+سؤال واحد ان ماذا نريد أن نصبح احنا وين شايفين
+
+349
+00:24:27,030 --> 00:24:30,270
+حالنا تتقال ريمة و هي بتبطلع تبطلع اللي تبطلع
+
+350
+00:24:30,270 --> 00:24:35,230
+الخلف ولا الأمام وان شايفين نظرها مركز عليك وانت
+
+351
+00:24:35,230 --> 00:24:38,470
+رأي أمامك للمستقبل لما تبقى يجيب نظر المستقبل انا
+
+352
+00:24:38,470 --> 00:24:41,910
+اشي أمامي ماذا نريد أن نصبح يعني مثلا ع سبيل
+
+353
+00:24:41,910 --> 00:24:46,250
+المثال ع مستواك الشخصية تتبتفده مهيلي، انت عارف
+
+354
+00:24:46,250 --> 00:24:50,210
+انه الصيف صف أول و انت هتغيري نظام حياتك عشان
+
+355
+00:24:50,210 --> 00:24:53,110
+تأسسيه هون الكلام، فدي اسم هي شرقي
+
+356
+00:24:55,750 --> 00:24:59,370
+نور قالت إنه في عندي نظرة شاملة لأهداف المؤسسة
+
+357
+00:24:59,370 --> 00:25:02,510
+وطبعا إنه أنا لما يكون عندي نظرة شاملة لأهداف
+
+358
+00:25:02,510 --> 00:25:05,250
+المؤسسة في كتير أشياء تتغير عندي في المؤسسة و
+
+359
+00:25:05,250 --> 00:25:09,250
+بتترتب مثلا على سبيل المثال الموظفين بينهم وبين
+
+360
+00:25:09,250 --> 00:25:13,210
+بعض لما بوزع أنا عليهم المهام بيكون خلاص هم عارفين
+
+361
+00:25:13,210 --> 00:25:16,670
+وين الهدف رايح فبيكون عندي هتقيل مقاومة التغيير مش
+
+362
+00:25:16,670 --> 00:25:19,530
+راح يطلبوا مش هيحكوا لأ إيش معنا فلان أخد كذا أو
+
+363
+00:25:19,530 --> 00:25:23,560
+ليش إحنا بنعمل هيك أو بنتصرف هيكلازم نكون محددين
+
+364
+00:25:23,560 --> 00:25:28,680
+أهدافنا بشكل صحيح عشان العملية اللي تستمر داخل
+
+365
+00:25:28,680 --> 00:25:30,920
+المنظمة خلّينا ندخل في الموضوع التاني أو المصطلح
+
+366
+00:25:30,920 --> 00:25:34,160
+التاني اللي هو الـ object قبل ما اللي هو إدارة
+
+367
+00:25:34,160 --> 00:25:39,520
+الأهداف أما من هدف بس على وصوله ليه خلّينا نشوف
+
+368
+00:25:39,520 --> 00:25:41,420
+الفيديو
+
+369
+00:25:44,160 --> 00:25:48,200
+هنا بحكي إنه في عندي بالستراتيجية مثلا هدول الذئاب
+
+370
+00:25:48,200 --> 00:25:51,940
+لما بدهم يهجموا على هذا القطيع كنا شايفين إنه هذا
+
+371
+00:25:51,940 --> 00:25:55,540
+القطيع متكاتف و .. و ال .. و الحجم أكبر من الذئاب
+
+372
+00:25:55,540 --> 00:26:00,460
+فإيش راح يعمل؟ راح يعمل تلت شغلات اقتراب حذر إثارة
+
+373
+00:26:00,460 --> 00:26:03,940
+الذعر عشان يفصل الفريسة عن القطيع و بعدين ينقض
+
+374
+00:26:03,940 --> 00:26:09,020
+عليها هو خطط استراتيجي أه الذئابعنا هان بيحكي عن
+
+375
+00:26:09,020 --> 00:26:11,400
+ال .. ال .. ال .. ال .. زي ما حكت الدكتورة عن
+
+376
+00:26:11,400 --> 00:26:14,300
+تاريخ الاستراتيجية هي بدت بالحروب معناها strategy
+
+377
+00:26:14,300 --> 00:26:20,760
+باليوناني general الجاشر باللاتيني بدت بالحروب و
+
+378
+00:26:20,760 --> 00:26:26,220
+بعدين انتقلت لالمؤسسات جميعافي عندنا Minsberg هذا
+
+379
+00:26:26,220 --> 00:26:30,180
+من ال .. من أشهر اللي كتبوا في ال استراتيجية، في
+
+380
+00:26:30,180 --> 00:26:33,640
+عنده خم .. five B's، five B's ال strategy اللي هما
+
+381
+00:26:33,640 --> 00:26:38,420
+كانوا ال plan الخطة ال position التموضع الخدعة و
+
+382
+00:26:38,420 --> 00:26:42,520
+.. هلأ هيشرحهم بالتفسير ال strategy as a plan كلنا
+
+383
+00:26:42,520 --> 00:26:45,480
+بنشوف الكورة، الكورة هذه كلها مبنية على خطة
+
+384
+00:26:45,480 --> 00:26:50,260
+استراتيجية عشان يصل بال .. اللاعبين للهدفإذن في
+
+385
+00:26:50,260 --> 00:26:53,880
+الـ Code القدم لما نقسم اللاعبين ميمنة وميسرة ووسط
+
+386
+00:26:53,880 --> 00:26:58,800
+ودفاع وهجوم وحرز مرمى وكيف مثلا لو في عنا لاعب
+
+387
+00:26:58,800 --> 00:27:02,960
+ممتاز يمسي ضايق ونحصغيله هذه كلها استراتيجية إذا
+
+388
+00:27:02,960 --> 00:27:08,060
+هم فهموها صح وطبقوها صح بانتصروا الستراتيجي
+
+389
+00:27:08,060 --> 00:27:11,260
+التانية اللي هي زي تموضع كانت زي شركة .. ضرب مثال
+
+390
+00:27:11,260 --> 00:27:14,720
+شركة Apple اللي هي حافظت على اسمها على ال brand
+
+391
+00:27:14,720 --> 00:27:18,100
+كان ال brand هو رسمة لشركة Apple اللي هي تفاحة
+
+392
+00:27:18,100 --> 00:27:22,520
+المأكولة شويةالان هو هم الذين في عالم تشوف الشعار
+
+393
+00:27:22,520 --> 00:27:24,880
+هم اللي بتوعف ان هدي ع طول مين شرج الجوال اسم هذا
+
+394
+00:27:24,880 --> 00:27:31,400
+طبعا
+
+395
+00:27:31,400 --> 00:27:34,520
+التموضع هنا مش .. يعني مش مصطلح اللي بناخده حرفيا
+
+396
+00:27:34,520 --> 00:27:38,100
+اللي هي المحافظ على الصدار .. البقاء في الصدار
+
+397
+00:27:38,100 --> 00:27:42,340
+المحافظ عليهم زي ما تبقى حكينا من السهل أوصل للقمة
+
+398
+00:27:42,340 --> 00:27:45,560
+اللي تمصها محافظ عليهم فهم وصلوا و ان شاء الله
+
+399
+00:27:45,560 --> 00:27:51,400
+قدرهم محافظينالستراتيجية كخدعة هيضرب مثال عليها أو
+
+400
+00:27:51,400 --> 00:27:54,840
+أنا بدي أضرب مثال عليها هو ضرب مثال من الحرب زي
+
+401
+00:27:54,840 --> 00:27:58,640
+مثلا أنا أحكي في السوق أو أطلع أخبار إنه أنا بدي
+
+402
+00:28:00,120 --> 00:28:03,640
+الشعع اه انه انا بدي مثلا اخفض او اعمل sale على
+
+403
+00:28:03,640 --> 00:28:07,220
+منتج معين هيسمعون المنافسين و يروحوا هم يخفضوا
+
+404
+00:28:07,220 --> 00:28:10,620
+قبلي من سعري و بهيك انا بكون خدعتهم هم هيكونوا
+
+405
+00:28:10,620 --> 00:28:13,500
+خسروا و انا مش راح انفذ ال .. ال .. الكلام اللي
+
+406
+00:28:13,500 --> 00:28:18,620
+حكيته بالضبط هو يعني الاستراتيجية حكاها هنا وصفها
+
+407
+00:28:18,620 --> 00:28:21,860
+كخدعة
+
+408
+00:28:21,860 --> 00:28:25,020
+هو
+
+409
+00:28:25,020 --> 00:28:29,820
+هذه الخمسة العالم هذا اه five piece اه النمط
+
+410
+00:28:34,180 --> 00:28:38,820
+هذه النمط ان انا اتخذ الاستراتيجية كنمط إدارة في
+
+411
+00:28:38,820 --> 00:28:43,080
+الشركة ان انا كل اشي لازم يكون له بعد استراتيجي
+
+412
+00:28:43,080 --> 00:28:46,960
+ماذا
+
+413
+00:28:46,960 --> 00:28:50,060
+بقى بعد ما ننتج و نظر اخر خطوة تالية؟
+
+414
+00:28:54,600 --> 00:28:59,460
+هذه ك .. كوجهة نظر اللي هي McDonald's طبعا كلنا بس
+
+415
+00:28:59,460 --> 00:29:03,740
+نسمع McDonald's على طول بختر في بالنا أنه الطعام
+
+416
+00:29:03,740 --> 00:29:08,660
+ال .. ال .. السعر مناسب وإمكانية التوصيل سهلة حتى
+
+417
+00:29:08,660 --> 00:29:12,000
+نفسي أقولها في McDonald's برضه بطلع في عجل الإنسان
+
+418
+00:29:12,000 --> 00:29:16,740
+لما يجيب السيارةطبعا هذا summary للأستراتيجية أنه
+
+419
+00:29:16,740 --> 00:29:20,180
+هي عبارة عن تخطيط موضوع في السوق فهم لخدع المنافس
+
+420
+00:29:20,180 --> 00:29:31,380
+وقراءة لنمط تحرك الخصم وتصور في عقل العميل هاي
+
+421
+00:29:31,380 --> 00:29:35,080
+كانت نبذة عن ال استراتيجية طب ليش أقولهم الله
+
+422
+00:29:35,080 --> 00:29:40,700
+البقى طلعت في أخر slide؟ ليش البقى طلعت؟ منيك ولا
+
+423
+00:29:40,700 --> 00:29:43,990
+أنا؟عشان أول ما بدأنا ال slide حكينا عن البقر، عن
+
+424
+00:29:43,990 --> 00:29:50,610
+الجيب والبقر أو الطيران، أه ممكن يعني هي فكرته، هو
+
+425
+00:29:50,610 --> 00:29:54,350
+الدئب أو الأسد بيخطط للفريسة و الفريسة بيخطط كف
+
+426
+00:29:54,350 --> 00:29:59,190
+تحمي نفسها، الأسكة فخطط، هو اللي بيوز، هو اللي
+
+427
+00:29:59,190 --> 00:30:06,670
+بعيش، لإن هو صراع البقارهنفوت على ال .. على مراحل
+
+428
+00:30:06,670 --> 00:30:10,370
+ال .. الاستراتيجية أو اللي هي مراحل الإدارة
+
+429
+00:30:10,370 --> 00:30:15,130
+الاستراتيجية مستويات مستويات levels اللي هي مع
+
+430
+00:30:15,130 --> 00:30:19,230
+استراتيجي levels مستويات الإدارة الاستراتيجية طبعا
+
+431
+00:30:19,230 --> 00:30:22,150
+هذه العليات corporate احنا الإدارة الاستراتيجية
+
+432
+00:30:22,150 --> 00:30:26,490
+بتبدأ من هنا أصلا الإدارة دي المساهمة corporate
+
+433
+00:30:28,570 --> 00:30:31,670
+طبعا ليه استراتيجية يا أخوات؟ قاعدة عامة تبقى عها
+
+434
+00:30:31,670 --> 00:30:35,210
+الإيدالة العليا، هي تصور الإيدالة العليا، عشان أي
+
+435
+00:30:35,210 --> 00:30:37,490
+خطة استراتيجية تجنبليها هي عرف الإيدالة العليا ولا
+
+436
+00:30:37,490 --> 00:30:40,810
+عشانها، اللي بتحكي عن الأهداف العامة صحيح ال
+
+437
+00:30:40,810 --> 00:30:46,270
+business اللي هي الأعماللما كلنا عارفين إن هم
+
+438
+00:30:46,270 --> 00:30:49,190
+رؤساء الدوائر و الأقصام طبعا هم بيشاركوا و
+
+439
+00:30:49,190 --> 00:30:53,150
+بيساعدوا الإدارة العليا في إنهم يضعوا ال .. ال ..
+
+440
+00:30:53,150 --> 00:30:57,610
+ال .. الأهداف و السياسات ال functional اللي هي
+
+441
+00:30:57,610 --> 00:31:01,350
+التشغيلية الوظيفية الوظيفية و التشغيلية نفس الشيء
+
+442
+00:31:01,350 --> 00:31:05,340
+يعني نفس الشيءالوظيفية أو التشغيلية هي اللي بت ..
+
+443
+00:31:05,340 --> 00:31:10,140
+اللي هم الأقسام الصغيرة اللي بتقوم بتنفيذ أنشطة
+
+444
+00:31:10,140 --> 00:31:14,660
+عشان تهدف ل .. ل .. لتحقيق الأهداف ال استراتيجية
+
+445
+00:31:14,660 --> 00:31:17,820
+للمؤسسة الأعمال تهدف لتحقيق أي شيء استراتيجي لو
+
+446
+00:31:17,820 --> 00:31:21,600
+طلعت منيحة عشان تقلت عن مصر طلعت منيحة الألوان
+
+447
+00:31:21,600 --> 00:31:24,860
+فبتلاقي من اللون الأحمر تبع ال corporate تبع اللي
+
+448
+00:31:24,860 --> 00:31:30,040
+هو ال top management لدار العليا ماخد كل مضلة شايف
+
+449
+00:31:30,040 --> 00:31:34,650
+هوان زوايا تحتإذا الإدارة العليا شاملة لكل مؤسسة
+
+450
+00:31:34,650 --> 00:31:37,990
+بعد كده الإدارة تبع ال business اللي هي استراتيجية
+
+451
+00:31:37,990 --> 00:31:42,610
+الأعمال قلت شوية و بعد كده أخد حاجة اللي هي ال
+
+452
+00:31:42,610 --> 00:31:46,510
+functionality أو الوصيفة أو التشغيل هتاخد حاجة لكن
+
+453
+00:31:46,510 --> 00:31:50,430
+لما نيجي ننجز هذا .. لما .. من .. لما أنجز بأنجز
+
+454
+00:31:50,430 --> 00:31:54,710
+من التشغيل لل business الأعمال الإدارة العليا لكن
+
+455
+00:31:54,710 --> 00:31:59,230
+لما نضع على العكس عليا أعمال functional تفضل يا
+
+456
+00:31:59,230 --> 00:32:04,510
+أستاذةأذن هذا الكلام اللي توي حكناه إنه مستوى
+
+457
+00:32:04,510 --> 00:32:10,690
+استراتيجية المنظمة إنه
+
+458
+00:32:10,690 --> 00:32:14,530
+في هذا المستوى أصلا بتم صياغة الرسالة للمنظمة
+
+459
+00:32:14,530 --> 00:32:18,470
+والرؤية والأهداف اللي إحنا محتاجين نحققها للمؤسسة
+
+460
+00:32:18,470 --> 00:32:22,130
+المستوى التاني استراتيجية الأعمال هذا اللي أنا
+
+461
+00:32:22,130 --> 00:32:26,910
+بنفذ فيه أو بوزع فيه الشغل طبعا على باقي الأقسام
+
+462
+00:32:26,910 --> 00:32:33,140
+والدوائر عشان ينفذوا الإدارة الاستراتيجيةبقى
+
+463
+00:32:33,140 --> 00:32:38,180
+الإدارة العلية طبعا، إدارة ال business تبدأ في
+
+464
+00:32:38,180 --> 00:32:41,320
+التنفيذ، الإدارة الوظيفية تبدأ في تنفيذ التنفيذ،
+
+465
+00:32:41,320 --> 00:32:45,500
+اللي هو التفاصيل وهي طبعا اللي هي الإدارة اللي على
+
+466
+00:32:45,500 --> 00:32:48,580
+المستوى الوظيفي، أنا مابسأل التفاصيل، يعني أنا
+
+467
+00:32:48,580 --> 00:32:53,520
+باخد أوامر وبنفذ، مش بضروري أعرف أنا ليش بشتغل
+
+468
+00:32:53,520 --> 00:32:56,180
+هيك، تدرج الاستراتيجية هذا كمان
+
+469
+00:33:03,550 --> 00:33:07,050
+هو ليش عارف أسألك؟ ماشي، كده زي ما انت شايفه،
+
+470
+00:33:07,050 --> 00:33:11,910
+تفاصيل، واضح؟ تفاصيل اشتراك المباشرة عشرة يومية
+
+471
+00:33:11,910 --> 00:33:17,850
+لهذه الوضع، ده الواضح اللي بديني عام، بعدين خاص،
+
+472
+00:33:17,850 --> 00:33:24,390
+بعدين أخص لخص، نبدأ كبير، بعدين أصغر، بعدين أصغر
+
+473
+00:33:24,390 --> 00:33:29,520
+واحد، نفس الفكرة، تفضليخلّيني أذكركم نساء العلاقة
+
+474
+00:33:29,520 --> 00:33:33,500
+للأستراتيجية مثلا عندي في الشغل استراتيجية
+
+475
+00:33:33,500 --> 00:33:38,980
+الانرواه كانت من 2016Okay الاستراتيجية كانت عندي
+
+476
+00:33:38,980 --> 00:33:42,620
+في المؤسسة إحدى المؤسسات إلها استراتيجية أيه؟ إحدى
+
+477
+00:33:42,620 --> 00:33:46,340
+المؤسسات إلها استراتيجية من 2016 ل2020 اللي هي
+
+478
+00:33:46,340 --> 00:33:50,140
+تمكين النساء إيش يعني تمكين النساء؟ إنه إحنا
+
+479
+00:33:50,140 --> 00:33:54,920
+نعطيهم فرص في ال .. ال .. الإدارة فرص في الوظائف
+
+480
+00:33:54,920 --> 00:33:59,930
+العليا وعلى هذا الأساس ال .. ال .. ال ..أجت
+
+481
+00:33:59,930 --> 00:34:02,990
+الأوامر لل .. اللي هم رؤساء الأقسام انه انتوا
+
+482
+00:34:02,990 --> 00:34:06,750
+حاولوا اعملوا empowering للنساء عندكم اعطوهم مهام
+
+483
+00:34:06,750 --> 00:34:11,330
+زيادة اشركوهم في الحكم و في اتخاذ القرارات التمكين
+
+484
+00:34:11,330 --> 00:34:17,090
+حكم المؤسسة ولا حكم البلد؟ حكم المؤسسة و هم ماسموش
+
+485
+00:34:17,090 --> 00:34:20,890
+حكمات، يسموها اتخاذ القرارات أنا حكيت انهم .. انه
+
+486
+00:34:20,890 --> 00:34:24,170
+هي يعني عاملة الستراتيجية كانت واحدة من الأهداف
+
+487
+00:34:24,170 --> 00:34:30,640
+انه .. انه احنا نحقق تمكين المرأة في العملبيدلعينا
+
+488
+00:34:30,640 --> 00:34:34,760
+مستوى رئاسي المنظمة، ترجعي وقت تاني، و بعدين مستوى
+
+489
+00:34:34,760 --> 00:34:36,840
+الأعمال زي ما أنت شايفها و احتاجها، و بعدين
+
+490
+00:34:36,840 --> 00:34:40,080
+تقبلينها في التفاصيل، اللي هي وظائفها و وظائف
+
+491
+00:34:40,080 --> 00:34:46,160
+المشروع، فضليك، يعني موافقة باختيار الألوان؟ شكرا
+
+492
+00:34:46,160 --> 00:34:52,080
+طب الان انا لو بدأت ب strategy، ايش مكوناتها؟
+
+493
+00:34:54,930 --> 00:34:57,590
+مين يحكينا المكونات؟ طبعا المكونات قدامكم عام ..
+
+494
+00:34:57,590 --> 00:35:01,170
+عام .. عام و بعدين مبدأش بضع الأربع عناصر هذه ..
+
+495
+00:35:01,170 --> 00:35:04,310
+العناصر التي ستجيل أمامك الأربع توز ميلتي في تلتقط
+
+496
+00:35:04,310 --> 00:35:11,110
+لواحد فيها هي فتحة عين زي ما تبقى هناكوا هي زمنكوا
+
+497
+00:35:11,110 --> 00:35:14,690
+يمامكوا تطلع تطلع عليهم الوهم هي نظر المستقبل هي
+
+498
+00:35:14,690 --> 00:35:18,950
+ال vision ال mission المقصود فيها الرسالة vision
+
+499
+00:35:18,950 --> 00:35:24,900
+أو mission نفس اللفظ اللي هي رسالةلأ لو سألنا مثلا
+
+500
+00:35:24,900 --> 00:35:34,140
+هناك إيش رسالة في الحياة هناك؟ قولي ماليش أو
+
+501
+00:35:34,140 --> 00:35:36,860
+مثلا البنك هناك بتشتغل في بنك يعني إيش رسالة
+
+502
+00:35:36,860 --> 00:35:40,720
+البنك؟ إيش الخدمات اللي بيقدمها البنك؟ خلينا هناك،
+
+503
+00:35:40,720 --> 00:35:44,500
+بدناش بنك، بدنا هناك، خلنا نشتغل في بنك يعني هناك
+
+504
+00:35:44,500 --> 00:35:48,340
+شخصية ما السبب وجودها في الحياة؟ ليش أنتي عايشة؟
+
+505
+00:35:50,580 --> 00:35:53,920
+كيب يا ربنا؟ إيليك أهداف تسعيلها؟ إيليك طموحات؟
+
+506
+00:35:53,920 --> 00:35:57,540
+إيليك حياة بتستغليها؟ و لا عايشة و سلام؟ ده أكيد
+
+507
+00:35:57,540 --> 00:36:01,400
+إيه أهداف .. أه ممتاز طبعا رسالة الإنسان .. رسالة
+
+508
+00:36:01,400 --> 00:36:09,080
+الإنسان في الحياة اللي هي إعمار الأرض، ماشي؟ فكل
+
+509
+00:36:09,080 --> 00:36:13,620
+إنسان عنده إيش رسالة؟ مثلا الأخت إسلام عندها مزوج،
+
+510
+00:36:13,620 --> 00:36:19,000
+عندها بنت فإذا من ضمن رسالتها، إيش هصير في البنت؟
+
+511
+00:36:19,000 --> 00:36:24,330
+إيماناسم بنتك يا عزيزي؟ لأ بنتك، إيش ماخدتالها؟ إن
+
+512
+00:36:24,330 --> 00:36:27,650
+شاء الله يعني أبنينا أحسن مستقبل أيوة أحسن مستقبل،
+
+513
+00:36:27,650 --> 00:36:30,650
+أبنينا أحسن تربية، أتعلمنا أحسن تعليم، أتعلمنا
+
+514
+00:36:30,650 --> 00:36:34,270
+أحسن تعليم، قُبطا، هذه رسالة الإسلام تجاه بنتها،
+
+515
+00:36:34,270 --> 00:36:39,650
+هذا المقصود بالرسالة، major أو mission، سبب وجود
+
+516
+00:36:39,650 --> 00:36:44,970
+الإنسان أو سبب وجود المؤسسة، تفضلو نفس الاشي
+
+517
+00:36:44,970 --> 00:36:48,830
+بنعكسه على الأعمال، يعني منظمة الأعمال، إيش سبب
+
+518
+00:36:48,830 --> 00:36:51,270
+وجودها؟ أنا ليش موجودة؟ أنا إيش الخدمات اللي
+
+519
+00:36:51,270 --> 00:36:55,330
+بقدمها مثلا للناس؟ إيه تقدم مؤسسة؟ أه، يعني لو
+
+520
+00:36:55,330 --> 00:36:59,630
+سألنا سميرة، الجامعة الإسلامية إيش أصليتها بالك؟
+
+521
+00:36:59,630 --> 00:37:04,270
+إيش بتقدم؟ تعني، خدمات تعليمية يعني، ما هو المدارس
+
+522
+00:37:04,270 --> 00:37:07,610
+بتقدم خدمات تعليمية، الجامعة الإسلامية بتقدم خدمات
+
+523
+00:37:07,610 --> 00:37:14,130
+تعليمية تعليم عالي، نقول بجود عالي، واضح؟ افضلال
+
+524
+00:37:14,130 --> 00:37:18,290
+strategic objectives و ال goals مين بيقدر يفرقلي
+
+525
+00:37:18,290 --> 00:37:22,590
+بين ال objectives و بين ال goals؟ تفضل يا نور ال
+
+526
+00:37:22,590 --> 00:37:25,150
+goals اللي هي الأهداف العامة أو الشاملة اللي
+
+527
+00:37:25,150 --> 00:37:28,310
+موجودة في ال objective هي ال .. ال تنبع من الأهداف
+
+528
+00:37:28,310 --> 00:37:31,910
+الصحيح الصحيح ال objectives عندي هي مجموعة من
+
+529
+00:37:31,910 --> 00:37:35,890
+الأهداف لكن قصيرة المدى أنا بعملها عشان أحقق الهدف
+
+530
+00:37:35,890 --> 00:37:41,190
+الكبير ال goals اللي هو للمدى البعيد خلينا ندخل ..
+
+531
+00:37:42,940 --> 00:37:46,280
+objectives طب بدل ال goals للمستوى البعيد و ال
+
+532
+00:37:46,280 --> 00:37:51,500
+objectives للمستوى القصير ده مش معاكوسة مش معاكوسة
+
+533
+00:37:51,500 --> 00:37:54,760
+عشان أنا أصل لل goals تبعي لازم في objectives
+
+534
+00:37:54,760 --> 00:37:59,460
+بتوصلني لإله ممتاز جدا أهداف جزئية لما ننجزها
+
+535
+00:37:59,460 --> 00:38:02,420
+بيكون أنجزنا الهدف ال .. الهدف الشخصي الهدف الكبير
+
+536
+00:38:02,420 --> 00:38:07,400
+هاي أنا وصلت هون لنقطة اللي أنا بديها ممتاز زي
+
+537
+00:38:07,400 --> 00:38:11,930
+مثلا مثلا هدفكيعني تحصلي على شهادة ال MBA معدى
+
+538
+00:38:11,930 --> 00:38:14,910
+العالم، بس تنجح في كل المصادقات، بتعمل الأسباب
+
+539
+00:38:14,910 --> 00:38:19,270
+نقشتيها، حققت الأجزاء اللي هدالي القرية هذه خلاص،
+
+540
+00:38:19,270 --> 00:38:21,950
+حققتنا الهدف الادائسي، تفضلي
+
+541
+00:38:28,940 --> 00:38:32,100
+طبعاً هاي تعتبر مرحلة صياغة الاستراتيجية هي
+
+542
+00:38:32,100 --> 00:38:35,980
+المرحلة التانية من المراحل الاستراتيجية هي مهمة
+
+543
+00:38:35,980 --> 00:38:40,020
+تعتبر في تحديد رسالة المنظمة أهدافها وخياراتها
+
+544
+00:38:40,020 --> 00:38:43,180
+طبعاً على المستويات التلاتة المستويات التلاتة
+
+545
+00:38:43,180 --> 00:38:46,840
+المقصود فيها العليا والوسطى والتشغيلية أو الوظيفية
+
+546
+00:38:46,840 --> 00:38:51,420
+تتمثل هاي المرحلة أو تشمل ال .. و ال business و
+
+547
+00:38:51,420 --> 00:38:57,390
+الوظيفيةتشمل مجموعة من الأنشطة اللي هي زي ما حكينا
+
+548
+00:38:57,390 --> 00:39:00,850
+تحديد رسالة المؤسسة يفنك بالسنة المؤسسة و مجرد ما
+
+549
+00:39:00,850 --> 00:39:05,390
+تقولي متى هندعم ال gym خلص تقديم خدمات لياقة و
+
+550
+00:39:05,390 --> 00:39:09,830
+رياضة للبنانين، تندعم المستشعر، تندعم الصحية و
+
+551
+00:39:09,830 --> 00:39:14,630
+مجرد ما يطلع في عقلك شهو المشروع تطلع رسالة معاه
+
+552
+00:39:15,830 --> 00:39:19,710
+كمان بالرسالة أنا بعمل فيها ذكر للميزة التنافسية
+
+553
+00:39:19,710 --> 00:39:22,950
+تبعتي يعني أنا هي كلها كام من سطر بدي أحاول أقنع
+
+554
+00:39:22,950 --> 00:39:26,290
+الزبون من قدامي أنه أنا أفضل من غيري وأنه أنا عندي
+
+555
+00:39:26,290 --> 00:39:31,110
+ميزة تنافسية تحديد الغايات والأهداف طويلة الأجل زي
+
+556
+00:39:31,110 --> 00:39:35,020
+ما حكينا نعمل دراسة للبيئة الخارجيةمن البيئة
+
+557
+00:39:35,020 --> 00:39:38,080
+الخارجية أنا بقدر أحدد شو في عندي فرص أنا ممكن
+
+558
+00:39:38,080 --> 00:39:42,500
+أستغلها، شو عندي مخاطر أنا لازم أجنبها، و لازم
+
+559
+00:39:42,500 --> 00:39:46,420
+أعمل دراسة لإمكانيات الداخلية، كمنظمة أنا بدأ أروح
+
+560
+00:39:46,420 --> 00:39:50,400
+أشوف وين نقاط القوة عندي وين نقاط الضعف، و بعدها
+
+561
+00:39:50,400 --> 00:39:53,300
+بتيجي مرحلة ..
+
+562
+00:39:54,750 --> 00:40:00,510
+و راح نذكره كمان تحديد البدائل ال استراتيجية و
+
+563
+00:40:00,510 --> 00:40:03,370
+بعدين راح أختار ال استراتيجية المناسبة راح يكون
+
+564
+00:40:03,370 --> 00:40:07,130
+عندي أكتر من بديل و راح أشوف مين أكتر واحد بنسبني
+
+565
+00:40:07,130 --> 00:40:10,830
+زي مثلا عندي هنا مثال أنا جايبالكم اللي هي مثال
+
+566
+00:40:10,830 --> 00:40:13,790
+على الجامعة الإسلامية نور تفضل اقرأيلنا رؤية
+
+567
+00:40:13,790 --> 00:40:18,010
+الجامعة رؤية الجامعة منارة علمية رائدة بالمعرفة
+
+568
+00:40:18,010 --> 00:40:21,210
+والثقافة وخدمة الإنسانية لإحداد محظوظ مجتمعية
+
+569
+00:40:21,210 --> 00:40:25,630
+شاملةكنا جايفين برؤية الجامعة هي عبارة عن سطر و
+
+570
+00:40:25,630 --> 00:40:30,790
+شوية ذكرت أنا هي إيش الجامعة منارة علمية رائدة
+
+571
+00:40:30,790 --> 00:40:35,370
+للمعرفة والثقافة و هنا حكيتلي إحداث نهضة مجتمعية
+
+572
+00:40:35,370 --> 00:40:39,130
+شاملة إيه بقى أنا بحكي هنا عن إشي في المستقبل أنا
+
+573
+00:40:39,130 --> 00:40:43,570
+بذكر إنه احنا نسعى لإنه يكون عندنا نهضة مجتمعية
+
+574
+00:40:43,570 --> 00:40:46,670
+شاملة لما كتبين علامة باللون الأحمر وسمحت ما هي
+
+575
+00:40:46,670 --> 00:40:51,010
+صفات كتابة ال vision اللي هي رأيك؟سميرة هل شايفة
+
+576
+00:40:51,010 --> 00:40:56,030
+كتابتها طويلة جدا مملة ولا .. إيش رايك؟ لأ لازم
+
+577
+00:40:56,030 --> 00:41:00,990
+تكون يعني مختصرة مختصرة تماما لأ ممكن أختصرها أفقد
+
+578
+00:41:00,990 --> 00:41:07,070
+المعنى لأ يعني فاهم لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ
+
+579
+00:41:07,070 --> 00:41:07,110
+لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ
+
+580
+00:41:07,110 --> 00:41:12,790
+لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ
+
+581
+00:41:12,790 --> 00:41:17,790
+لأ
+
+582
+00:41:17,910 --> 00:41:23,010
+بسيطة مفهوم
+
+583
+00:41:23,010 --> 00:41:27,610
+اللي هو أن الرؤية لازم تكون واضحة لو اي حد في
+
+584
+00:41:27,610 --> 00:41:34,490
+العالم قابلها كمان ليه .. اتوضح حدثها بدون ان تحكي
+
+585
+00:41:34,490 --> 00:41:42,490
+عن معنى أو ثقافة معناها بس تعلميها كمان
+
+586
+00:41:42,490 --> 00:41:47,300
+هى احنا ايش حكينا هى بتنظر ل .. المستقبل-
+
+587
+00:41:47,300 --> 00:41:57,700
+مقتنياشيا؟ ‏- أه ‏- إسلاميو ‏- ممتاز
+
+588
+00:41:57,700 --> 00:42:03,880
+‏- بظهر فيها لإحداد نظر مجتمعية شاملة ‏- بظهر فيها
+
+589
+00:42:03,880 --> 00:42:08,340
+اللي هو طول الأجد أو فيما بعد ‏- إحنا إيش موجودين
+
+590
+00:42:08,340 --> 00:42:13,800
+‏- هي بتيجي تحت اللي هي توضح الهدف ‏- ونظرة
+
+591
+00:42:13,800 --> 00:42:18,020
+المستقبلية مع بعض ‏- يعني ممكن ندمجها ‏- أهإذا هذه
+
+592
+00:42:18,020 --> 00:42:22,720
+اللي هي بالنسبة للرؤية عندي، بالنسبة للرسالة، مين
+
+593
+00:42:22,720 --> 00:42:25,440
+يقرألي رسالة الجامعة؟ تفضلي عندي طبعا لو انت عندك
+
+594
+00:42:25,440 --> 00:42:28,360
+أربعة و خمس تكون مفهوم، لغاية الناس بتكون مفهومة
+
+595
+00:42:28,360 --> 00:42:31,820
+لإنها، لو كانت واحدة بس أهلا بتكون مفهومة لإنها،
+
+596
+00:42:31,820 --> 00:42:34,520
+شو تقري عندي؟ تلقى رسالة الجامعة اللي هو ال
+
+597
+00:42:34,520 --> 00:42:37,920
+missionرسالة الجامعة، الجامعة الإسلامية مؤسسة
+
+598
+00:42:37,920 --> 00:42:40,860
+أكاديمية تسعى للموضوع بالمستوى العلمي والثقافي
+
+599
+00:42:40,860 --> 00:42:44,280
+والحضاري، تعمل على واعتبار الاتجاهات الحديثة في
+
+600
+00:42:44,280 --> 00:42:47,480
+التعليم العالي والتطور التكنولوجي، وتشجع البحث
+
+601
+00:42:47,480 --> 00:42:50,540
+لأعمال وتساهم في إيقاع الأجيال وتنمية المجتمع في
+
+602
+00:42:50,540 --> 00:42:54,240
+إيقار المقيم الإسلامي Ok، حكينا يعني إذا رسالة
+
+603
+00:42:54,240 --> 00:42:58,040
+الجامعة، هنا أول إشي أنا ذكرت سبب وجودي، أنا مؤسسة
+
+604
+00:42:58,040 --> 00:43:02,530
+أكاديمية إذا ما هي صفحات كتابة رسالة؟تسعى للنهوض
+
+605
+00:43:02,530 --> 00:43:05,950
+بالمستوى العلمى والثقافى طبعا هذه الخدمة اللى أنا
+
+606
+00:43:05,950 --> 00:43:11,450
+بقدمها الخدمة الاولى بتعمل على مواكبة من هنا راح
+
+607
+00:43:11,450 --> 00:43:14,930
+افوض فيه الميزة التنافسية عندى للجامعة هي بتواكب
+
+608
+00:43:14,930 --> 00:43:18,110
+الاتجاهات الحديثة في التعليم العالى والتطور
+
+609
+00:43:18,110 --> 00:43:23,650
+التكنولوجى وبتشجع البحث العلمىبتشجع البحث العلمي
+
+610
+00:43:23,650 --> 00:43:27,110
+وبتساهم في بناء .. وخطة تالفة إذا هاي كلها خدمات
+
+611
+00:43:27,110 --> 00:43:32,290
+بتقدمها الجامعة لكن مختصرة إذا ما هي صرفها كتاب
+
+612
+00:43:32,290 --> 00:43:41,030
+تقليد أي مؤسسة ثانية هل تكون واضح سبب وجودها؟ هل
+
+613
+00:43:41,030 --> 00:43:48,330
+جوهر وجود الجامعة واضحة نامتها؟ إذا جوهر المؤسسة
+
+614
+00:43:48,330 --> 00:43:53,470
+هي بالسبب سبب وجودهاعشان أكتب بسألة بشكل سليم لازم
+
+615
+00:43:53,470 --> 00:43:58,530
+أفوت في الجوا بتضيف امرأة تبعين مقصد؟ أيوة طبعا
+
+616
+00:43:58,530 --> 00:44:01,470
+عادة بتكون بسألة أطول من هنا من دقيقة و ممكن تكون
+
+617
+00:44:01,470 --> 00:44:04,570
+نفسها و ممكن تكون ساقة و نصف بس أنا ماشي تكون واضح
+
+618
+00:44:04,570 --> 00:44:10,450
+نهي و شاملة خدمات المؤسسة ممتاز وضحك خدمات المؤسسة
+
+619
+00:44:10,450 --> 00:44:16,590
+الخدمات يساوي الوجود ممتاز مبهمة؟
+
+620
+00:44:16,590 --> 00:44:22,950
+واضحأيضا انتظرت بالشمول يعني، هي كانت لو كتبت من
+
+621
+00:44:22,950 --> 00:44:27,030
+قدم علم، هي بتصدم نفسها، لأن هو إيها دور من البحث
+
+622
+00:44:27,030 --> 00:44:30,090
+العلمي، وإيها دور من المسؤولية الاجتماعية، إذا أنت
+
+623
+00:44:30,090 --> 00:44:34,790
+كنت شاملة، بالشمول لحالها،
+
+624
+00:44:34,790 --> 00:44:37,390
+ايوة، إذا ما ترميزنا
+
+625
+00:44:46,230 --> 00:44:49,790
+طبعا هي في السطر الأخير اللي هو في طول ال islamic
+
+626
+00:44:49,790 --> 00:44:53,990
+value اللي هي هذه خصوصية الجامعة أو توجهها يعني
+
+627
+00:44:53,990 --> 00:45:04,350
+اظهر توجهك التوجه ظهر في طول نطقه المسلم برضه
+
+628
+00:45:04,350 --> 00:45:08,730
+فيها ندرة مستقبلية ممكن تساهم في ميناء الأجيال اه
+
+629
+00:45:08,730 --> 00:45:13,290
+اللي هي المسؤال الشمعية ماهو المسؤال الشمعي؟ مع
+
+630
+00:45:13,290 --> 00:45:17,690
+الخدمات، توظيف الخدمات زاد مع المسؤال الشمعيخُلّي
+
+631
+00:45:17,690 --> 00:45:25,030
+بالك تشجّع تسعى، كلها فعل مضارع، مجالش سعى، لأ،
+
+632
+00:45:25,030 --> 00:45:29,490
+مهار، كلها تكاتب بصيرة المضارع يعني، للمستقبل
+
+633
+00:45:29,490 --> 00:45:33,090
+لأنها سبب الوجود يعني، في الوضع الحالي طبعا إحنا
+
+634
+00:45:33,090 --> 00:45:38,790
+لو قدرنا كمان هيك بصير، ممكن أفقد أنا جوهر رسالة،
+
+635
+00:45:38,790 --> 00:45:42,470
+مكتبها أو بشاور فيها لأن رسالة إيها مواصفةهي لازم
+
+636
+00:45:42,470 --> 00:45:47,630
+تكون شاملة مش طويلة كتير و مملة يعني انا اوصل
+
+637
+00:45:47,630 --> 00:45:51,430
+فكريتي فيها بكلمات مقتصرة و قوية و شاملة بدون ما
+
+638
+00:45:51,430 --> 00:45:54,630
+تفقد المعنى برضه انا ماختصرش كتير ممتازة من الصفات
+
+639
+00:45:54,630 --> 00:45:58,810
+على امتكاري مشطرحات تكتبيها يعني يعني مابصير تقولي
+
+640
+00:45:58,810 --> 00:46:02,810
+تعمل على مواقعك جهة و تعمل على تجربة اشتغل، لأ هي
+
+641
+00:46:02,810 --> 00:46:07,410
+ماب .. يعني دائما مابكلمش الكلام، بضعف صيانة غسالة
+
+642
+00:46:08,150 --> 00:46:12,150
+بشغل .. تخلّي المقارنة بشغل الـ email بشغل كل شيء
+
+643
+00:46:12,150 --> 00:46:16,630
+صحيح طبعا إحنا لما نكتب برؤية و رسالة نخلّي الناس
+
+644
+00:46:16,630 --> 00:46:20,690
+المحضنين في المؤسسة يقاروها لو هو شخص أجنب يقارها
+
+645
+00:46:20,690 --> 00:46:24,890
+إيش وجه النظره؟ فضليه؟ في حد اللي هلأ عنده أي سؤال
+
+646
+00:46:24,890 --> 00:46:29,610
+أو استفسار عن إشي هنفوت في ال .. ال .. ال .. بعد
+
+647
+00:46:29,610 --> 00:46:32,290
+ما كتبنا الرؤية و الرسالة اللي هي غيّات الجامعة
+
+648
+00:46:32,290 --> 00:46:35,530
+المقصود فيها اللي هي .. هو ال power plus تبع ال
+
+649
+00:46:35,530 --> 00:46:40,200
+university أو تبع الجامعةليه غياتها أو أهدافها؟
+
+650
+00:46:40,200 --> 00:46:43,860
+مينا .. مينا يا حد بتقرا تشاركنا بالقراءة إسلام
+
+651
+00:46:43,860 --> 00:46:48,640
+تفضل أولا دفع مستوى برامج التعليمية في الجامعة وفي
+
+652
+00:46:48,640 --> 00:46:52,440
+الجامعة وفق البعاين إذا اختلف الهدف عن الرسالة
+
+653
+00:46:52,440 --> 00:46:56,060
+والرؤية مثلما يقول رسالة يوفر مستوى البرامج أهلا
+
+654
+00:46:56,060 --> 00:47:00,660
+مش رسالة صراحة الرسالة هي كلها موجودة لكن هدفها
+
+655
+00:47:00,660 --> 00:47:04,240
+رفع المستوى إذا هي عندها برامج تعليمية بدها ترفع
+
+656
+00:47:04,240 --> 00:47:10,400
+مستوها حسب معيار الجودة أو مواصفات الجودةالارتقاء
+
+657
+00:47:10,400 --> 00:47:15,880
+بالبحث العلمي ودعمه واستثماره في إنشاء تحقيق
+
+658
+00:47:15,880 --> 00:47:24,240
+التنمية المستدامة تعديث
+
+659
+00:47:24,240 --> 00:47:30,420
+دور الجامعة في خدمة وتنمية المجتمع
+
+660
+00:47:30,810 --> 00:47:35,070
+ضبط ورفع كفاءة الأداء المؤسسي إداريا وتقنيا هنا هي
+
+661
+00:47:35,070 --> 00:47:38,670
+عندها موظفين لازم يكون لها هدف تجاههم هي رفع كفاءة
+
+662
+00:47:38,670 --> 00:47:42,930
+الموظفين الارتقاء بالبيئة الجامعية ومستوى الخدمات
+
+663
+00:47:42,930 --> 00:47:46,690
+مقدم للطلاب و العاملين كون مؤسسة علمية لازم تركز
+
+664
+00:47:46,690 --> 00:47:51,010
+على تطوير الطالب، تطوير الموظف تدعيم علاقات
+
+665
+00:47:51,010 --> 00:47:54,690
+الشراكة والتعاون مع المؤسسات المحلية والإقليمية
+
+666
+00:47:54,690 --> 00:47:59,150
+والدوليةلو انت نظرت لتسلسل كتاب غيات الجامعة
+
+667
+00:47:59,150 --> 00:48:02,170
+هتلاقيها بدت من داخل الجامعة اللي هو البرامج
+
+668
+00:48:02,170 --> 00:48:07,650
+التعليمية للبحث العالمي بعدين المجتمع رجعت تاني لو
+
+669
+00:48:07,650 --> 00:48:11,270
+وضعها الإدارة كونها مؤسسة تعليمية و هو البيئة
+
+670
+00:48:11,270 --> 00:48:14,710
+التعليمية بعدين خرجت تاني للبيئة الخارجية اللي هو
+
+671
+00:48:14,710 --> 00:48:17,390
+قبلك حكينا عنه تحليل الإسواق أو دراستة البيئة
+
+672
+00:48:17,390 --> 00:48:20,290
+الداخلية و الخارجية إذا ما غيّعت الجامعة ربطك
+
+673
+00:48:20,290 --> 00:48:21,650
+الداخلي و الخارجي
+
+674
+00:48:28,400 --> 00:48:34,920
+اني جيان لتحليل سوات .. سوات .. سوات .. سوات يعني
+
+675
+00:48:34,920 --> 00:48:39,580
+.. سوات .. أصل اسمها إيش تاني؟ بتقول سوات ولا إيش؟
+
+676
+00:48:39,580 --> 00:48:40,340
+لأ سوات
+
+677
+00:48:43,420 --> 00:48:47,480
+أول شيء اللي هو تحليل البيئة الداخلية تحليل البيئة
+
+678
+00:48:47,480 --> 00:48:50,500
+الداخلية اللي احنا حكينا فيه احنا بندرس نقاط القوة
+
+679
+00:48:50,500 --> 00:48:55,240
+عندك وبشوف وين نقاط الضعف الموجودة في داخل المنظمة
+
+680
+00:48:55,240 --> 00:48:58,880
+أو المؤسسة لو وجهنا سؤال لأخت خلود ما هي نقاط
+
+681
+00:48:58,880 --> 00:49:03,960
+القوة عندك يا عزيزي في الشخصية طبعا احنا لما ندرس
+
+682
+00:49:03,960 --> 00:49:07,020
+دورات تدريبية في التقنية الستراتيجية بندرسه على
+
+683
+00:49:07,020 --> 00:49:11,100
+الإنسان نفسه يقعد مع نفسه يطلع نقاط قوت و نقاط ضعف
+
+684
+00:49:11,100 --> 00:49:15,130
+هو بينه وبين نفسهاعتماد على نفسي بس انت على هي مش
+
+685
+00:49:15,130 --> 00:49:19,130
+مشكلة اتفق من نفس اعتماد على .. ماتموتش على غيري
+
+686
+00:49:19,130 --> 00:49:22,510
+لازم احفظ على غيري اعتماد على ده؟ اه اعتماد على ده
+
+687
+00:49:22,510 --> 00:49:26,130
+يعني حرية رأي ابدل رأي حتى لو كان انا تنقل افضل
+
+688
+00:49:26,130 --> 00:49:29,390
+يعني ماكنتش ان انا مثلا غيري ابدل رأي ولا افضل لأ
+
+689
+00:49:29,390 --> 00:49:32,750
+برضه قرأي كلها حرية رأي يعني انت بتلقى قنيشة اه
+
+690
+00:49:32,750 --> 00:49:39,790
+انا دليل شخصية قيادية تابع ولا مكبورة؟ لا ماكنتش
+
+691
+00:49:39,790 --> 00:49:43,760
+مرتبة على حدلأ تابع معناها المطوعة الماشية و أنتي
+
+692
+00:49:43,760 --> 00:49:49,380
+ماشية وراك مطوعة يعني قاعد، قاعد، ممتازة إسلام إيش
+
+693
+00:49:49,380 --> 00:49:53,740
+نقطة القوة عندك؟ متصرف مع نفسي ليش بيبقوا مشاكل
+
+694
+00:49:53,740 --> 00:49:57,040
+اللي سمح الله؟ ماشية، اتصالة، أهلا بيك إسلام فيه
+
+695
+00:49:57,040 --> 00:50:01,760
+من الذات يعني، فيه من النفس؟ أتابع مع نفسي إسلام
+
+696
+00:50:01,760 --> 00:50:04,300
+جاهزة الإجابة على فكرة، على طول، فيه فكرة من نفس
+
+697
+00:50:04,300 --> 00:50:12,290
+ووسطة من نفسي، ثقة من نفس ومطوعة، مش تابعممتاز انا
+
+698
+00:50:12,290 --> 00:50:20,390
+نفسك لا؟ طريقة مفيش جديد؟ عندك استقلالية في رأيك؟
+
+699
+00:50:20,390 --> 00:50:23,610
+لا ولا ماتكونيش يعني اش ما سمعتى بالصدمى لا انا ..
+
+700
+00:50:23,610 --> 00:50:27,530
+ديلي رأيك بتاعةك يعني .. هل يليك رأي مستقل بتدافع
+
+701
+00:50:27,530 --> 00:50:32,590
+عنه ممكن تقنعينا فيه؟ اه صحيح عندك قوله عليك نعم؟
+
+702
+00:50:32,590 --> 00:50:35,730
+اه عندك قوله عليك نعم انا بذكر لما شرحت كنت ممتازة
+
+703
+00:50:35,730 --> 00:50:39,050
+اه هو انا بتأثيرك في الحالة ان شاء الله ماشي يعنى
+
+704
+00:50:39,050 --> 00:50:46,640
+سميرة؟استقلالية في الرأي، انتظام، مشاركة المجتمع
+
+705
+00:50:46,640 --> 00:50:52,560
+والأسرة، ممتاز،
+
+706
+00:50:52,560 --> 00:50:57,200
+وإيه الحد ضيف يا أخوات؟ استقلالية في الرأي، عندما
+
+707
+00:50:57,200 --> 00:51:00,200
+نكون ندي هدف، نحاول نعمل أي حاجة حتى نوصل له
+
+708
+00:51:00,200 --> 00:51:06,100
+ممتاز، التصميم لصالح نوصل للهدف و بحب الاجتماعيات،
+
+709
+00:51:06,100 --> 00:51:11,290
+الشخصية الاجتماعية، تعتبرها قطعة، قوة؟ قوةطالب
+
+710
+00:51:11,290 --> 00:51:14,250
+يعني، تفضلي يا طالب، تفضلي يا طالب، تفضلي يا طالب،
+
+711
+00:51:14,250 --> 00:51:17,290
+تفضلي
+
+712
+00:51:17,290 --> 00:51:20,210
+يا طالب، تفضلي يا طالب، تفضلي يا طالب، تفضلي يا
+
+713
+00:51:20,210 --> 00:51:22,230
+طالب، تفضلي يا طالب، تفضلي يا طالب، تفضلي يا طالب،
+
+714
+00:51:22,230 --> 00:51:22,730
+تفضلي يا طالب، تفضلي يا طالب، تفضلي يا طالب، تفضلي
+
+715
+00:51:22,730 --> 00:51:23,190
+يا طالب، تفضلي يا طالب، تفضلي يا طالب، تفضلي يا
+
+716
+00:51:23,190 --> 00:51:25,550
+طالب، تفضلي يا طالب، تفضلي يا طالب، تفضلي يا طالب،
+
+717
+00:51:25,550 --> 00:51:33,190
+تفضلي يا طالب، تفضلي يا طالب، تفضلي يا طالب، تفضلي
+
+718
+00:51:33,190 --> 00:51:36,570
+يا طالب، تفمثلا ناجلة و أستاذة ديما؟ أكيد نقاط
+
+719
+00:51:36,570 --> 00:51:41,650
+القوة، أنا بحس حالي أنه أنا شخصية قيادية، في عندي
+
+720
+00:51:41,650 --> 00:51:47,650
+فكر تحليلي دايما، أنه .. تحليلي؟ أه بتحليلي كل
+
+721
+00:51:47,650 --> 00:51:52,200
+حاجة؟يعني غير .. محلل المتعة؟ لأ مش بحلل كل إشي بس
+
+722
+00:51:52,200 --> 00:51:55,300
+غالبا في أشياء يعني مستحيل تمر عليها هيك من دون ما
+
+723
+00:51:55,300 --> 00:51:58,640
+أفكر فيها قصدي هو محلليه؟ بالظبط يعني و غالب ..
+
+724
+00:51:58,640 --> 00:52:02,300
+محللي بس يعني كيف أن يكون عندك نقد للأشياء؟ صحيح
+
+725
+00:52:02,300 --> 00:52:10,510
+بس نقد مدنع رأي صحيح عمعرفة على أساس أهو كمان اللي
+
+726
+00:52:10,510 --> 00:52:14,010
+هي بتحمل المسئولية مابحبش اعتمد على الغير يعني
+
+727
+00:52:14,010 --> 00:52:17,230
+ماحب كل إشي أنه أنا أعمله بيدي كمان من نقاط القوة
+
+728
+00:52:17,230 --> 00:52:20,510
+أنه أنا بحب أشتغل مع روح فريق يعني أنه أه بحب
+
+729
+00:52:20,510 --> 00:52:25,270
+أشتغل مع جماعة هاي كلها بعتبرها يعني نقاط قوة طيب
+
+730
+00:52:25,270 --> 00:52:29,210
+الحمد لله إذا إحنا عملنا تطبيق عمل يعني نقاط القوة
+
+731
+00:52:29,210 --> 00:52:32,590
+موجودة داخلكم نبشناها طبعا إحنا خدنا نجابات مختصرة
+
+732
+00:52:32,590 --> 00:52:35,450
+لكن لو عملناها قوة جد كل واحد عشرة تجارب هتطلع
+
+733
+00:52:35,450 --> 00:52:38,930
+الحاجات ما شاء الله أشياء الكامنة فعلابالنسبة
+
+734
+00:52:38,930 --> 00:52:45,610
+لنقاط الضعف ال weakness أيوه يمكن ال .. خليني أبدأ
+
+735
+00:52:45,610 --> 00:52:50,890
+بنفسي بنقاط الضعف النقاط الضعف متن عصبي طبعا نقاط
+
+736
+00:52:50,890 --> 00:52:53,190
+القوة في المؤسسات ليه توفر الموارد القيادة
+
+737
+00:52:53,190 --> 00:52:55,730
+دموقراطية القيادة الناجحة دي كل نقاط قوة المؤسسة
+
+738
+00:52:55,730 --> 00:53:01,850
+الفرص أو إنه في أمامنا استقرار يعني في المؤسسة
+
+739
+00:53:01,850 --> 00:53:06,110
+نقاط الضعف كل .. كمان لله مافيش إنسان بيحكي إنه
+
+740
+00:53:06,110 --> 00:53:09,300
+ماعديش نقاط ضعف مستحيلمعناه هو مش فاهم تركيبته
+
+741
+00:53:09,300 --> 00:53:12,580
+الشخصية، مش فاهم نفسه، لو قاعد مع حد مختص ممكن
+
+742
+00:53:12,580 --> 00:53:16,560
+يساعده، نبدأ .. نعكس الآن، نبدأ بقيمة يمكن من نقاط
+
+743
+00:53:16,560 --> 00:53:21,120
+الضعف، أنا عندي .. بحبش أتعامل مع ال .. عندي مشكلة
+
+744
+00:53:21,120 --> 00:53:23,820
+في التعامل مع الناس اللي .. اللي .. اللي بتكذب،
+
+745
+00:53:23,820 --> 00:53:26,200
+يعني أنا عندي مشكلة في الكذب، فأنا ب .. لأن التقم
+
+746
+00:53:26,200 --> 00:53:28,900
+الكاذبي؟ أه، فعندي مشكلة في التعامل معاهم، مقدرش
+
+747
+00:53:28,900 --> 00:53:31,160
+أتعامل معاهم خلاص، أتعاملتي مرة واحدة، اكتشفتي نص
+
+748
+00:53:31,160 --> 00:53:36,020
+صابين خلاص صحيح، فليش نفتقر نعكس الحلمنقص الضعف
+
+749
+00:53:36,020 --> 00:53:39,320
+لإن انت مضطرة خصوصا في بيئة العمل انك تتعاملي معاك
+
+750
+00:53:39,320 --> 00:53:40,640
+.. اه احنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا
+
+751
+00:53:40,640 --> 00:53:41,280
+نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا
+
+752
+00:53:41,280 --> 00:53:43,080
+نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا
+
+753
+00:53:43,080 --> 00:53:46,080
+نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا
+
+754
+00:53:46,080 --> 00:53:46,280
+نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا
+
+755
+00:53:46,280 --> 00:53:52,200
+نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا
+
+756
+00:53:52,200 --> 00:53:53,820
+نحنا نحنا
+
+757
+00:54:04,810 --> 00:54:09,390
+شكرا يا ميهان، بتعيط بسرعة؟ لأ، لأ لأ لأ مابعيط،
+
+758
+00:54:09,390 --> 00:54:13,390
+ماشي، شكرا، هاي نقطة يمكن مش ضعف بس إشي سلبي برضه
+
+759
+00:54:13,390 --> 00:54:16,510
+إنه أنت مابتقدرش تتعبر يعني، هي الشغل اللي أنت
+
+760
+00:54:16,510 --> 00:54:19,210
+بتتعبر فيها عن ذاتك، عن مشاعرك، تقدرش، لأ هي
+
+761
+00:54:19,210 --> 00:54:24,370
+البكاء تخفيف ضغط نفسي، صحيح، ماشي، طب فكرة التعبر
+
+762
+00:54:24,370 --> 00:54:30,700
+يعني لو حدا جاملك؟أه أكيد، يعني اتعودت أول ما ..
+
+763
+00:54:30,700 --> 00:54:33,400
+يعني خصوصا أول ما اشتغلت كان عندي مشكلة في الموضوع
+
+764
+00:54:33,400 --> 00:54:40,240
+المجملات و بعدين اتعودت في العزيات كان في مشكلة
+
+765
+00:54:40,240 --> 00:54:43,000
+هيك يعني الأشياء اللي مش متعودين عليها كيف نواسي
+
+766
+00:54:43,000 --> 00:54:47,500
+يعني بعدين؟ لأ هلأ أحسن بتعرف تواسي؟ ماشي أحسن على
+
+767
+00:54:47,500 --> 00:54:53,660
+فيك فضليا أستاذة الشعب كله خساسة
+
+768
+00:55:02,280 --> 00:55:04,260
+انت شعب الجباني هذا
+
+769
+00:55:07,950 --> 00:55:11,710
+هساكي حد عاجلة مش عارفة ليه؟ تأثير الامتحان يعني
+
+770
+00:55:11,710 --> 00:55:15,890
+ماشي انا تفضلي لو .. انا ممكن احكي اللي هي حد خاطب
+
+771
+00:55:15,890 --> 00:55:20,290
+هو الضعف انه انا كتير بعتمد عن نفسي و مابحب حتى ان
+
+772
+00:55:20,290 --> 00:55:23,190
+حد يشتغل الشغل مافيش تقفيل صندوق ايوة ماسافش اي حد
+
+773
+00:55:23,190 --> 00:55:26,190
+يعمل مافيش عندك تقفيل صندوق خلاص داريش تعمل
+
+774
+00:55:26,190 --> 00:55:28,730
+delegation لما انك محدش ثمن عندي لازم اياجع و ادخل
+
+775
+00:55:28,730 --> 00:55:31,830
+الشغل ماتحسيش ان انت بتدخل نفسك هنا صح بره نفسك
+
+776
+00:55:31,830 --> 00:55:35,070
+عشان انا كبرت بره نقطة الضعف يعني اه بنفس الوقت هي
+
+777
+00:55:35,070 --> 00:55:39,390
+اللي ميعني فيها قوة لإنه أنا بعتبر .. ب .. بسألت
+
+778
+00:55:39,390 --> 00:55:41,850
+بنفسي كتير لإنه أنا مش عارفة إني أشوف الموضوع ماشي
+
+779
+00:55:41,850 --> 00:55:45,090
+بس إنت هتهاملي أضعاف أضعاف صح أه صح هي هذا
+
+780
+00:55:45,090 --> 00:55:48,290
+الاشيطان هذا بالنسبالي على عدم تقتك بالأخرين ايوه
+
+781
+00:55:48,290 --> 00:55:50,770
+هي لأفضة على التانية عدم سقوطها على الآخرين أه
+
+782
+00:55:50,770 --> 00:55:55,310
+هادي لأفضة شوكانيا تفضل ولودت أنا محتاجة أن أجيب
+
+783
+00:55:55,310 --> 00:55:56,290
+ده و أنا محتاجة أن أجيب ده و أنا محتاجة أن أجيب ده
+
+784
+00:55:56,290 --> 00:55:57,990
+و أنا محتاجة أن أجيب ده و أنا محتاجة أن أجيب ده و
+
+785
+00:55:57,990 --> 00:56:05,050
+أنا محتاجة أن أجيب ده و أناده هي الدور يعني، حتى
+
+786
+00:56:05,050 --> 00:56:08,890
+بنتي كانت زي كده، بس فيحاول أن أخدي شخصية تقوي،
+
+787
+00:56:08,890 --> 00:56:12,590
+كنت عالية ده، الحمد لله، ده اتسارت من النقاط اللي
+
+788
+00:56:12,590 --> 00:56:16,530
+هو العالم اللي انا خاطرة كتير، فيه مضمون، اه، كمان
+
+789
+00:56:16,530 --> 00:56:19,870
+شغالة لإن انا مثلا في شغل، في مدرسة مثلا، ماخدش اي
+
+790
+00:56:19,870 --> 00:56:22,250
+معلم يدخل العربات، معلم الوصول هم اللي يدخلوا،
+
+791
+00:56:22,250 --> 00:56:25,730
+فالضعف فيه ان انا ماعلمتش معلم بتقيش فيهم، ده لإن
+
+792
+00:56:25,730 --> 00:56:28,560
+هو .. هو انت المسؤول عن الخلال ولا هم؟يعني لأ مش
+
+793
+00:56:28,560 --> 00:56:30,820
+اللي هو هيك أنه ما تسيب أي خطأ بيدرجع من دي
+
+794
+00:56:30,820 --> 00:56:33,800
+المدرسة تسكتنا أه ما هو ده نفس السؤال أنت المسؤل
+
+795
+00:56:33,800 --> 00:56:37,060
+عن خلالي أنا المسؤل هنا ده دفاوة ممكن ترجع يعملوا
+
+796
+00:56:37,060 --> 00:56:40,120
+بس أنا ماعرفش صح تعب عليا أنا بس النوم خلاص لإن
+
+797
+00:56:40,120 --> 00:56:44,040
+أنا استعمالة على تم ال .. ممتاز طيبة أوي ولا زاد؟
+
+798
+00:56:44,040 --> 00:56:49,840
+الحمد لله إيش لأ؟ أنا نفس الشيء ان اعتقاد الآخرين
+
+799
+00:56:49,840 --> 00:56:54,200
+شبه يعني .. معدوه هي أحيان ما تدخل الإنسان ماتخلش
+
+800
+00:56:54,200 --> 00:57:01,540
+يدخل حدنقطة طاعة بنتك و لا نقطة قوة؟ بنتك؟ يمكن
+
+801
+00:57:01,540 --> 00:57:05,900
+نقطة دفك إن شاء الله، ببنحكي، لله يا أنا المفروض
+
+802
+00:57:05,900 --> 00:57:11,080
+مجهزة الإجابة هو أنا عندنا نقطة طاعة شوية يعني،
+
+803
+00:57:11,080 --> 00:57:15,940
+اللي خجل اتيانا الخجل؟ اتيانا؟ أه، صح لمسنا، أنا
+
+804
+00:57:15,940 --> 00:57:20,620
+موقفت هناك يعني أول مدت شوارع كنت أنا متخرجة و لا
+
+805
+00:57:20,620 --> 00:57:24,340
+..؟ لأ مارمت خرجت هندسة صحيح، لأني ماعرفش هندسة
+
+806
+00:57:24,340 --> 00:57:28,050
+هندسة تحاسوب، أهتعامل مع ال .. بتفضل تعاملي مع
+
+807
+00:57:28,050 --> 00:57:32,430
+الماديات أكتر من الإنسان صحيح لما بدأت شغل بدأت ..
+
+808
+00:57:32,430 --> 00:57:36,170
+يعني كنت في حال يبيح .. مكسوفة اه يحكي مع بعضها ..
+
+809
+00:57:36,170 --> 00:57:39,490
+طبيعي الشغل .. اندمجتي .. اندمجتي ممتاز راحت هذه
+
+810
+00:57:39,490 --> 00:57:42,630
+الصفة بس مش كلها .. هي بالتدريج اللي خاش اللي بضل
+
+811
+00:57:42,630 --> 00:57:45,490
+في التدريج يا عزيزي لأنه بقى شهتاني انه مابجه
+
+812
+00:57:45,490 --> 00:57:48,630
+جمهور إلا بس موظفين اه أنا مجهزة يعني بتتعامل مع
+
+813
+00:57:48,630 --> 00:57:52,950
+حد .. حد اخر اه ممتاز طب لو كنت في مناسبة اجتماعية
+
+814
+00:57:52,950 --> 00:57:56,990
+بتظلي قاعدة تستنى ان انا أستنيعني شوفت إسلام جاي
+
+815
+00:57:56,990 --> 00:58:00,890
+من فيك بس طالع إن إسلام تدور عليك و تشوفه هي خجولة
+
+816
+00:58:00,890 --> 00:58:04,490
+بالفترة لأ هو فيه فرق بين حياء وخجل خانة إن إحنا
+
+817
+00:58:04,490 --> 00:58:09,430
+من عنده مرض نفسي يعني الحياء النبي كان أشده حياء
+
+818
+00:58:09,430 --> 00:58:13,990
+ماقلوش أشده خجل أشده حياء حياء الشرعي ماشي يعني بس
+
+819
+00:58:13,990 --> 00:58:17,770
+شوية شوية بقى فحقك لأ لأ إن هو راحي بتحب العجلة لأ
+
+820
+00:58:17,770 --> 00:58:21,490
+إجتماعية طيب الحمد لأ بس هتروح الصباد ممكن عشان
+
+821
+00:58:21,490 --> 00:58:24,290
+طبيعي شغلك بس أهو صحيح أنا بحكت في بداية ال show
+
+822
+00:58:24,290 --> 00:58:27,960
+أني كنتمع الجهاز؟ أه مع الجهاز مش في حاجة تحكي
+
+823
+00:58:27,960 --> 00:58:31,820
+معاه، ماعندي كل وقت حاسس الطبع في الشخصية أه صحيح،
+
+824
+00:58:31,820 --> 00:58:38,820
+سامية شكرا، عندي نقطة ضعف ان انا perfectionist
+
+825
+00:58:38,820 --> 00:58:43,800
+يعني بدور على الـ كمان، فكتير بغلبي بالشغل يعني
+
+826
+00:58:43,800 --> 00:58:46,540
+مثلا لما كنت .. الشغل هو بالحقيقة، بالحقيقة، لازم
+
+827
+00:58:46,540 --> 00:58:49,800
+أقولش على أكمل وجهي فبأثر طبعا، و كمان عندي اهتمام
+
+828
+00:58:49,800 --> 00:58:53,000
+بالتفاصيلأحيانا بيبتاخد قرار سريع و بتوهي
+
+829
+00:58:53,000 --> 00:58:56,380
+بالتفاصيل لما .. يعني ماب .. مابتاخدش قرار بشكل
+
+830
+00:58:56,380 --> 00:58:59,360
+عاجل و بالتالي بأثر على الأشياء اللي .. طب ماشي
+
+831
+00:58:59,360 --> 00:59:02,340
+لما تبتاخد قرار مش هيكون عندك ضال نظر يعني و أعمل
+
+832
+00:59:02,340 --> 00:59:05,780
+كده حياتي هكده؟ بيكون بس أحيانا لما بيكون عندك
+
+833
+00:59:05,780 --> 00:59:09,160
+تفاصيل كتير بتوهي بحس حالي أنه ماأخدتش القرار
+
+834
+00:59:09,160 --> 00:59:10,180
+بسرعة كافية
+
+835
+00:59:13,060 --> 00:59:16,800
+طبعا هي الميتالية أو الكمال لله، لكن المنيح أن
+
+836
+00:59:16,800 --> 00:59:21,660
+تكون في القان المرتفع، اللي هي الجودة الشاملة، لكن
+
+837
+00:59:21,660 --> 00:59:24,800
+لو عملتي حاجة و لا جيت فيها خلاص، تتحمل نفسك
+
+838
+00:59:24,800 --> 00:59:30,520
+الزمن، هدي نطق الضعف، انه مش خلاص هدي عمل الله،
+
+839
+00:59:30,520 --> 00:59:33,940
+لأ، هدي مشكلة يعنيو بعدين تخليلي طبعا إذا أنا كنت
+
+840
+00:59:33,940 --> 00:59:39,380
+بتدور على إنه يكون كمال أو تمام العمل، إنه ممكن
+
+841
+00:59:39,380 --> 00:59:43,880
+أتأخر عن تسليم ال ..شي طبيعي، على أقل وقت طب مش
+
+842
+00:59:43,880 --> 00:59:46,980
+ماخدة بالك إن ماتركزتي على الشغل و ماتركزتيش على
+
+843
+00:59:46,980 --> 00:59:51,220
+الجهد الجسدي اللي إنت قاعدة بتضاق، بتحملية نفسك؟
+
+844
+00:59:51,220 --> 00:59:54,000
+طبعا، بالأساس طبعا إن هاي نقطة الضعف يعني، إنك
+
+845
+00:59:54,000 --> 00:59:57,600
+ممكن تنسي صحتك، تنسي حياتك الخاصة، تنسي إن جسدك
+
+846
+00:59:57,600 --> 01:00:02,250
+عند حد معين خلاص بصير يعطي وسائل إن هو تعبهذه هي
+
+847
+01:00:02,250 --> 01:00:05,730
+نقاط الضعف، لازم تختاروا علاجي بقى طبعا نقاط الضعف
+
+848
+01:00:05,730 --> 01:00:10,650
+الواتس أب زي إيش؟ نقص التنوي، عدم الإنتاج، الجودة
+
+849
+01:00:10,650 --> 01:00:15,150
+سيئة، الموظفين مش كفاءة، كل هذه نقاط ضعف، خد بالك،
+
+850
+01:00:15,150 --> 01:00:18,930
+لما حكينا تا واخدنا حالة عليكم الدور، حكينا عن
+
+851
+01:00:18,930 --> 01:00:22,930
+نقاط القوة ونقاط الضعف، ماحكيناش عن البيئة المحيطة
+
+852
+01:00:22,930 --> 01:00:25,690
+أو الدار المحيطة، حكينا عن جواتنا، نفس الشيء، جوات
+
+853
+01:00:25,690 --> 01:00:30,590
+المؤسسة، القوات الضعف كلها من داخل المؤسسةغالبا
+
+854
+01:00:30,590 --> 01:00:34,770
+بيكون نقاط الضعف المؤسسة من حيث الثقافة مثلا هيكل
+
+855
+01:00:34,770 --> 01:00:39,330
+التنظيم اللي للمؤسسة مش .. مش جيد لأداء المهام،
+
+856
+01:00:39,330 --> 01:00:43,950
+الوضع المالي، الأخلاقيات كتير كمان بتأثر، البيئة
+
+857
+01:00:43,950 --> 01:00:47,430
+نفسها مش مساعدة، ضاقة سيئة، تهوية سيئة، هذا كله من
+
+858
+01:00:47,430 --> 01:00:53,050
+داخلاش و مكانالمرحلة التانية من الـ SWOT أو الجزء
+
+859
+01:00:53,050 --> 01:00:55,830
+التاني اللي هو أنا بدرس فيه البيئة الخارجية،
+
+860
+01:00:55,830 --> 01:01:00,790
+البيئة الخارجية يعني فرص وتهديدات، الفرص اللي أنا
+
+861
+01:01:00,790 --> 01:01:04,870
+لازم أعرفها مثلا إنه في عندي في السوق في فرصة لازم
+
+862
+01:01:04,870 --> 01:01:08,890
+أستغلها زي ما استغلت مثلا Samsung للـ Android وكيف
+
+863
+01:01:08,890 --> 01:01:12,910
+اشتغلت عليه و Nokia مااخدتش بعين الاعتبار هذا
+
+864
+01:01:12,910 --> 01:01:18,470
+التطور السريع وفي عندي تهديدات فالفرص هي أموال
+
+865
+01:01:18,470 --> 01:01:22,920
+موجودةخارج المؤسسة في البيئة المحيطة، طبعا البيئة
+
+866
+01:01:22,920 --> 01:01:26,600
+المحيطة هنا لا تعني الدولة، العالم، ماشية معايا
+
+867
+01:01:26,600 --> 01:01:29,980
+تنتصف على العالم، طبعا هنا احنا يقع علينا اقتناص
+
+868
+01:01:29,980 --> 01:01:33,320
+الفرصة، زي ما حكت اسماتكوا، ابل اقتنصت تطبيق
+
+869
+01:01:33,320 --> 01:01:38,180
+الاندرويد، بينما نوفيا مالته، الفرصة زي انه احتكار
+
+870
+01:01:38,180 --> 01:01:41,950
+السوق، هذه الفرصةطبعا الفرصة هنا، إذا كان لنا
+
+871
+01:01:41,950 --> 01:01:44,510
+استقرار سياسي و استقرار اقتصادي و اجتماعي في
+
+872
+01:01:44,510 --> 01:01:48,090
+البلد، هذا بتعتبر فرصة للنظام، بتتطور و بتبدع زي
+
+873
+01:01:48,090 --> 01:01:52,070
+ما هي عايزة، تحقق مزايا، لو أنا عندي استقرار في
+
+874
+01:01:52,070 --> 01:01:56,070
+نفس البنياء الجيونالوجية للبلد أو للأرض، إن مافيش
+
+875
+01:01:56,070 --> 01:01:58,350
+عندي زلازل، مافيش عندي بيضانات، مافيش عندي بلقين،
+
+876
+01:01:58,350 --> 01:02:02,230
+يعني كل هيعيش، كلها فرصةكمان لو سعر .. السعر
+
+877
+01:02:02,230 --> 01:02:05,250
+العملة أو العملة تبع الدولة زي الدولار اللي مالكي
+
+878
+01:02:05,250 --> 01:02:09,050
+قوية هذي كمان برصة السعار الحائل اللي هو مابتعمل
+
+879
+01:02:09,050 --> 01:02:13,850
+مع قرب ولا حاجة البرصة لو مستقبل كلها ببرصة لازماش
+
+880
+01:02:13,850 --> 01:02:18,550
+أستغلها تحضري خلّيني ناخد .. لأ لسه إحنا عندنا
+
+881
+01:02:18,550 --> 01:02:21,030
+ضايلة واحدة التهديد ده أتماما أنا جاية يعني جاية
+
+882
+01:02:21,030 --> 01:02:23,770
+عليها بالحكي وفي مثال كمان ع شركة Apple أيوة اللي
+
+883
+01:02:23,770 --> 01:02:28,420
+فيه مطر تهديد ال challenge على المحدق بيهاطبعا
+
+884
+01:02:28,420 --> 01:02:31,120
+إحنا التهديد ما بنقدر نعمل فيه هاجة لإن أنا خالجة
+
+885
+01:02:31,120 --> 01:02:35,780
+السيطرة لكن لازمة تكيّف معاه أحاول أتجنبه يعني بي
+
+886
+01:02:35,780 --> 01:02:39,000
+.. بي .. أهو بساطة تجنب يبيدك تكيّف معاه زي و زي
+
+887
+01:02:39,000 --> 01:02:42,300
+القطاع التالت كهربائي تسكير المعابر مثلا كيف
+
+888
+01:02:42,300 --> 01:02:46,460
+نتجنبه؟ نتجنب .. بس تكيّفنا بشأن أمور نقل التأثير
+
+889
+01:02:46,460 --> 01:02:50,000
+عدم استقرار سياسي، عدم استقرار اقتصادي، عدم
+
+890
+01:02:50,000 --> 01:02:54,880
+استقرار أسهم العملات، اغلاق الحلول والمعابر ليس
+
+891
+01:02:54,880 --> 01:02:58,990
+باليد حيلة، لكن إحنا كيّفنا أموركيف لو ممكن كمان
+
+892
+01:02:58,990 --> 01:03:01,410
+ناخد بالعين الاعتبار انه احنا نحط بداية استراتيجية
+
+893
+01:03:01,410 --> 01:03:04,150
+مثلا على تسكير المعابر، أنا بعمل حسابي قبل وقت،
+
+894
+01:03:04,150 --> 01:03:08,510
+عندي مثلا .. إلا إذا إجا بشكل طارق تعمل خطة تبلغ
+
+895
+01:03:08,510 --> 01:03:13,450
+خطة و وقت عشان تروح لكن الوضع هذا مش طبيعي، في
+
+896
+01:03:13,450 --> 01:03:17,210
+الأصل الحدود كلها مفتوحة حسب القوانين الدولية
+
+897
+01:03:17,530 --> 01:03:23,070
+فضّالي هنا عامل كأنه مصفوفة هذه المصفوفة بتدرس هنا
+
+898
+01:03:23,070 --> 01:03:27,350
+البيئة الداخلية اللي هي نقاط القوة والضاق والبيئة
+
+899
+01:03:27,350 --> 01:03:31,150
+الخارجية الفرص والتهديدات طبعا إذا كان أنا في عندي
+
+900
+01:03:31,150 --> 01:03:36,050
+في المؤسسة قوة مع فرصة أنا أخدتها فانا هنا عندي
+
+901
+01:03:36,050 --> 01:03:40,170
+استراتيجيات هجومية يعني أنا راح أهجم على السوق راح
+
+902
+01:03:40,170 --> 01:03:44,270
+أقترق السوق في عندي أنا زي شركة مين زي أبل و
+
+903
+01:03:44,270 --> 01:03:49,700
+Samsung هذه أحلى حاجةالقوة والحرصة العادل النمصية
+
+904
+01:03:49,700 --> 01:03:53,720
+التانية اللي هي لما يكون انا في عندي نقاط ضعف
+
+905
+01:03:53,720 --> 01:03:57,900
+كبيرة في المنظمة وفي عندي فرصة فانا هنا بيسموها
+
+906
+01:03:57,900 --> 01:04:02,160
+استراتيجيات علاجية انه انا في عندي بستثمر فرصة
+
+907
+01:04:02,160 --> 01:04:05,460
+متاحة لكن انا في عندي ضعف في .. انا عندي ضعف لكن
+
+908
+01:04:05,460 --> 01:04:11,320
+ماضيعش حرصة ماشي ليش؟ لأن الضعف تحت السيطرتي مش
+
+909
+01:04:11,320 --> 01:04:16,590
+خاجعلي الإرادة، فضلتهديدات مع قوة هنا استعمال ان
+
+910
+01:04:16,590 --> 01:04:22,050
+انا استعمل نقاط القوة عشان اقلل التهديدات تقللها
+
+911
+01:04:22,050 --> 01:04:24,810
+لكي تسيطر عليها لأن التهديدات خارج السيطرة خارج
+
+912
+01:04:24,810 --> 01:04:28,210
+السيطرة و النقطة الرابعة و الأخيرة اللي اذا كانت
+
+913
+01:04:28,210 --> 01:04:30,870
+فيها اندي تهديدات مع ضعف المنطقة هذا اصعب موقف
+
+914
+01:04:30,870 --> 01:04:34,850
+للمؤسسة بالظبط هنا ممكن المؤسسة انها تنهار هنا
+
+915
+01:04:34,850 --> 01:04:38,510
+بتحاول تتكيب و تحاول تعالج نقطة ضعفها ولا هيتم
+
+916
+01:04:38,510 --> 01:04:43,160
+إشهار اقلاسة او اغلىطبعاً هنا بحكي لي اللي هو
+
+917
+01:04:43,160 --> 01:04:49,120
+تعريف الـ SWOT إحنا عارفين إنه هو اختصار لـ
+
+918
+01:04:49,120 --> 01:04:53,980
+Strength, Weakness, Opportunities و Threats اللي
+
+919
+01:04:53,980 --> 01:05:00,280
+هي قوة، ضعف، فرص، ذهددات يعني شرحنا هذا الحكي كله
+
+920
+01:05:00,280 --> 01:05:08,480
+و في عندي مثال أنا عملته على شركة Apple في عندي
+
+921
+01:05:08,480 --> 01:05:13,230
+هنا نقاط القوةمين يحكي ذئبات قوة شركة قبل؟ ساميرا
+
+922
+01:05:13,230 --> 01:05:17,050
+ممكن لماذا تعتبر قبل قوية؟ يالا أستاذ ساميرا هنا
+
+923
+01:05:17,050 --> 01:05:21,570
+معروف عالميا تكنولوجيا متطورة العلامة التجارية
+
+924
+01:05:21,570 --> 01:05:27,150
+الفاصلة مفضلة مفضلة الأبحاث المتقنة ليه دراسة
+
+925
+01:05:27,150 --> 01:05:32,090
+السوق باستخدام؟أذا هي مصدر قوتها لأبل كانت جاية من
+
+926
+01:05:32,090 --> 01:05:34,790
+الـ الـ الـ brand تبعها من اسمها من التكنولوجيا
+
+927
+01:05:34,790 --> 01:05:38,510
+المتطورة لإلها من أبحاثها هي اشتغلت على حالها كتير
+
+928
+01:05:38,510 --> 01:05:43,310
+عشان تتصدر لأعلى و ما زالت المنافسة شرسة هذا
+
+929
+01:05:43,310 --> 01:05:48,310
+هنلاقيه في التهديدات زيادة المنافسة بالنسبة لنقاط
+
+930
+01:05:48,310 --> 01:05:51,590
+الضعف كانت في أبل اللي هي نقص التسويق و العروض
+
+931
+01:05:51,590 --> 01:05:58,750
+الترويجية عدم وجود منافسة كيف عدم وجود منافسة؟لا
+
+932
+01:05:58,750 --> 01:06:03,050
+يا انت هذه برصة يمكن قصده هنا عدم وجود منافسة
+
+933
+01:06:03,050 --> 01:06:08,190
+بالنسبة أن أبل اتميزت بالنظام تبعها يعني هي مش زي
+
+934
+01:06:08,190 --> 01:06:12,290
+الـ Samsung الـ Samsung Android لكن الأبل الـ ISO
+
+935
+01:06:12,290 --> 01:06:15,350
+الحسوب
+
+936
+01:06:15,350 --> 01:06:18,350
+المفروض يفيه بقى برضه يا انتي عدم وجود حاجة ده مش
+
+937
+01:06:18,350 --> 01:06:21,730
+نقطة ضعف يعني ممكن نلغيها أحنا عدم وجود منافسة
+
+938
+01:06:21,730 --> 01:06:25,750
+ممكن يقدر أن هي ما تطوريش نفسها هو فعلا مثلا نظام
+
+939
+01:06:25,750 --> 01:06:27,950
+الـ ISO
+
+940
+01:06:33,940 --> 01:06:36,180
+يعني هذا هي متفردة في الـ
+
+941
+01:06:39,690 --> 01:06:43,810
+أه فهي يعني أه متفردة أه يعني عندها نوع من .. حتى
+
+942
+01:06:43,810 --> 01:06:47,410
+هي كمان من نقاط ضعفها أن هي بتتوافقش مع البرمجيات
+
+943
+01:06:47,410 --> 01:06:50,670
+الأخرى يعني أنا لا بقدر أخد من ال .. أنزل إشي على
+
+944
+01:06:50,670 --> 01:06:53,910
+Apple ولا أرفع إشي من Apple يعني هي بتحسيها مغلقة
+
+945
+01:06:53,910 --> 01:06:58,430
+طبعا ممكن هي بتخاف من الفيروسات والتهديدات فهي ال
+
+946
+01:06:58,430 --> 01:07:02,230
+security ومنتجاتها طبعا مرتفعة السعر كلنا بنعرف ال
+
+947
+01:07:02,230 --> 01:07:07,900
+Apple الجديد اللي نزل من .. قدش حقه كانهو أول ما
+
+948
+01:07:07,900 --> 01:07:11,740
+بنزل، بنزل غالب، بعدها .. حتى بيضلوا محافظة فترة
+
+949
+01:07:11,740 --> 01:07:16,320
+طويلة على سعره بعدين تدلخص شوية بالنسبة للتهديدات،
+
+950
+01:07:16,320 --> 01:07:19,580
+طبعا في دايما تقليد، و هي بتخوف من التقليد، هلأ هي
+
+951
+01:07:19,580 --> 01:07:24,520
+نزلت أخر إصدار ثلاث كاميرات، هواوي أظن نزل أربعة،
+
+952
+01:07:24,520 --> 01:07:28,100
+ف .. فهلأ يعني أه، في .. في زيادة منافسة، في
+
+953
+01:07:28,100 --> 01:07:31,400
+منافسة شديدة .. هو تزيد الشغلة، المستخدم تبقى
+
+954
+01:07:31,400 --> 01:07:36,210
+رغباش أكتر يعني ليش أربع كاميرات؟ لحالي ..بتعاد
+
+955
+01:07:36,210 --> 01:07:41,430
+نظرة مبالغة اختراق السوق اختراق السوق هي معناها
+
+956
+01:07:41,430 --> 01:07:46,050
+انه هي بتفتح في اكتر من مكان و اكتر من بلد اختراق
+
+957
+01:07:46,050 --> 01:07:48,970
+السوق يعني اجتماع يعني التهديدات اللي تجيلي من
+
+958
+01:07:48,970 --> 01:07:52,590
+الخارج مش مني انا فاختراق السوق معناها انه ممكن
+
+959
+01:07:52,590 --> 01:07:57,450
+تيجي شركات زي هواوي زي سامسونج تدخل من السوق اللي
+
+960
+01:07:57,450 --> 01:08:01,050
+من بسعة اقل فالناس يسووني و يروحوا اذا اختراق
+
+961
+01:08:01,050 --> 01:08:05,110
+السوق بتجعلنا بسيطيعني أنا بتهيألي أنه في الصين مش
+
+962
+01:08:05,110 --> 01:08:08,130
+كتير بيرغبوا بالقبل و في هواوي و في شاومي هلأ مش
+
+963
+01:08:08,130 --> 01:08:11,510
+ممكنش هم القبل خدوا الوقت مش يعني من ناحية وطنية و
+
+964
+01:08:11,510 --> 01:08:15,390
+اجتماع اه مش هم بالظبط في شركات صينية كتير شاومي
+
+965
+01:08:15,390 --> 01:08:18,550
+اصلا اه مانا بحكي انه في هواوي في بدائل و فيها
+
+966
+01:08:18,550 --> 01:08:24,050
+ميزاندل كويسي اه قبل فترة مرة قبل ست شهور أزمة بين
+
+967
+01:08:24,050 --> 01:08:29,490
+شركة هواوي الصينية و شركة في كمان شركة أهل كلها دي
+
+968
+01:08:29,490 --> 01:08:35,020
+صينية برضه نحن و أمريكاأمريكا مانع الهواوي مانعهم
+
+969
+01:08:35,020 --> 01:08:40,680
+و حاجة معاهم انه انفنصت تحكي جوالات هواوي صارت زي
+
+970
+01:08:40,680 --> 01:08:44,280
+الألعاب البرودين مش مدخلش بس ع طول هم استدروا و هم
+
+971
+01:08:44,280 --> 01:08:47,020
+.. ع طول حلوا .. حلوا المشكلة ع طول اعتمدوا على
+
+972
+01:08:47,020 --> 01:08:53,500
+حاجة ماشي دعوة قضائية هذي برضه مصدر تهديت خارجي
+
+973
+01:08:53,500 --> 01:08:57,260
+أكيد في أشياء يعني بتصير معاها قبل يعني لو واحد
+
+974
+01:08:57,260 --> 01:09:03,690
+اتبع الهاتف مشاكل سلبي عصابتهفشل إشي عاجب، فده
+
+975
+01:09:03,690 --> 01:09:07,130
+كلها بتقدر عليهم إيش دعوة ‏- تدعوة من شركات منافسة
+
+976
+01:09:07,130 --> 01:09:10,110
+‏- أه بالنسبالي ‏- أن أنتم سرقتوا منها فترة شغل ‏-
+
+977
+01:09:10,110 --> 01:09:14,870
+بالنسبالي الفرص فيه نمو العملاء المتنوثف ‏-
+
+978
+01:09:14,870 --> 01:09:14,950
+بالنسبالي الفرص فيه نمو العملاء المتنوثف ‏-
+
+979
+01:09:14,950 --> 01:09:15,150
+بالنسبالي الفرص فيه نمو العملاء المتنوثف ‏-
+
+980
+01:09:15,150 --> 01:09:17,890
+بالنسبالي الفرص فيه نمو العملاء المتنوثف ‏-
+
+981
+01:09:17,890 --> 01:09:24,750
+بالنسبالي الفرص
+
+982
+01:09:24,750 --> 01:09:33,290
+فيه نمو العملاء المتنوثف ‏-حد عنده سؤال؟ حد عنده
+
+983
+01:09:33,290 --> 01:09:35,650
+شغالة قابلته و هم حابين بس يوصلوا عليهم كل واحدة
+
+984
+01:09:35,650 --> 01:09:40,650
+جوال قبله عشان
+
+985
+01:09:40,650 --> 01:09:43,690
+نتوقف لغايتنا في المحاضرة اليوم عشان نسوي المد
+
+986
+01:09:43,690 --> 01:09:45,130
+الأول من المصاد
+
diff --git a/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/gsQWCJga6lI_raw.json b/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/gsQWCJga6lI_raw.json
new file mode 100644
index 0000000000000000000000000000000000000000..02331ce0cf877ddfae7de0ec1590d6b69a3ba2b4
--- /dev/null
+++ b/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/gsQWCJga6lI_raw.json
@@ -0,0 +1 @@
+{"segments": [{"id": 1, "seek": 3176, "start": 4.94, "end": 31.76, "text": "أعوذ بالله والسلام علينا من الشيطان الرجيم، بسم الله الرحمن الرحيم، الحمد لله و الصلاة والسلام على المصطفى الأمين سيدنا محمد وعلى آله ومن ساره على دربه بيحصل يوم الدنيا، في البداية السلام عليكم ورحمة الله، كيف حالكم؟ كيف مساعدت اليوم؟ الحمد لله على السلام، كنتوا نايمين ولا صاحين؟ صاحين، صاحين بالذاكره؟ إن كل المعلومات اللي إيديها راح تضايق، هطبي إن شاء الله", "tokens": [10721, 3615, 2407, 8848, 20666, 43761, 16070, 3794, 37440, 25894, 8315, 9154, 25124, 1829, 9566, 7649, 34892, 7435, 32640, 12399, 4724, 38251, 21984, 34892, 5016, 27842, 34892, 5016, 32640, 12399, 21542, 2304, 3215, 24976, 3224, 4032, 31767, 15040, 3660, 16070, 3794, 37440, 15844, 9673, 9381, 9566, 5172, 7578, 16247, 2304, 9957, 8608, 25708, 8315, 3714, 35571, 3215, 4032, 3615, 23942, 19753, 43761, 4032, 27842, 8608, 9640, 3224, 15844, 11778, 25513, 3224, 4724, 1829, 5016, 36520, 7251, 20498, 32748, 22653, 995, 12399, 8978, 29739, 28259, 10632, 21136, 37440, 25894, 24793, 4032, 2288, 35571, 3660, 21984, 12399, 9122, 33911, 11331, 6027, 24793, 22807, 9122, 33911, 47524, 995, 22488, 2655, 45595, 20498, 22807, 21542, 2304, 3215, 24976, 3224, 15844, 21136, 37440, 12399, 9122, 29399, 14407, 8717, 995, 32640, 9957, 49429, 20328, 39319, 9957, 22807, 20328, 39319, 9957, 12399, 20328, 39319, 9957, 20666, 15730, 37983, 3224, 22807, 36145, 28242, 9673, 30241, 20498, 9307, 13672, 1829, 11933, 1829, 16254, 11296, 12602, 39319, 6055, 11242, 47302, 4587, 12399, 8032, 9566, 21292, 36145, 13412, 16606, 21984], "avg_logprob": -0.22205882966518403, "compression_ratio": 2.2857142857142856, "no_speech_prob": 4.0531158447265625e-06, "words": [{"start": 4.94, "end": 5.24, "word": "أعوذ", "probability": 0.70953369140625}, {"start": 5.24, "end": 5.46, "word": " بالله", "probability": 0.98486328125}, {"start": 5.46, "end": 5.7, "word": " والسلام", "probability": 0.6049397786458334}, {"start": 5.7, "end": 5.94, "word": " علينا", "probability": 0.5562744140625}, {"start": 5.94, "end": 6.08, "word": " من", "probability": 0.96533203125}, {"start": 6.08, "end": 6.42, "word": " الشيطان", "probability": 0.9197998046875}, {"start": 6.42, "end": 6.94, "word": " الرجيم،", "probability": 0.76568603515625}, {"start": 6.94, "end": 7.08, "word": " بسم", "probability": 0.912353515625}, {"start": 7.08, "end": 7.26, "word": " الله", "probability": 0.9736328125}, {"start": 7.26, "end": 7.64, "word": " الرحمن", "probability": 0.9822591145833334}, {"start": 7.64, "end": 8.2, "word": " الرحيم،", "probability": 0.9827880859375}, {"start": 8.2, "end": 8.52, "word": " الحمد", "probability": 0.943359375}, {"start": 8.52, "end": 8.7, "word": " لله", "probability": 0.92333984375}, {"start": 8.7, "end": 8.84, "word": " و", "probability": 0.54833984375}, {"start": 8.84, "end": 9.12, "word": " الصلاة", "probability": 0.8035481770833334}, {"start": 9.12, "end": 9.58, "word": " والسلام", "probability": 0.9523111979166666}, {"start": 9.58, "end": 9.72, "word": " على", "probability": 0.67626953125}, {"start": 9.72, "end": 10.1, "word": " المصطفى", "probability": 0.8892578125}, {"start": 10.1, "end": 10.54, "word": " الأمين", "probability": 0.8966471354166666}, {"start": 10.54, "end": 11.28, "word": " سيدنا", "probability": 0.8614908854166666}, {"start": 11.28, "end": 11.78, "word": " محمد", "probability": 0.9903971354166666}, {"start": 11.78, "end": 12.08, "word": " وعلى", "probability": 0.8658854166666666}, {"start": 12.08, "end": 12.44, "word": " آله", "probability": 0.976318359375}, {"start": 12.44, "end": 12.74, "word": " ومن", "probability": 0.974609375}, {"start": 12.74, "end": 13.3, "word": " ساره", "probability": 0.8092447916666666}, {"start": 13.3, "end": 13.82, "word": " على", "probability": 0.8583984375}, {"start": 13.82, "end": 14.24, "word": " دربه", "probability": 0.742919921875}, {"start": 14.24, "end": 14.56, "word": " بيحصل", "probability": 0.90869140625}, {"start": 14.56, "end": 14.76, "word": " يوم", "probability": 0.990966796875}, {"start": 14.76, "end": 15.44, "word": " الدنيا،", "probability": 0.70574951171875}, {"start": 15.44, "end": 15.54, "word": " في", "probability": 0.712890625}, {"start": 15.54, "end": 15.76, "word": " البداية", "probability": 0.9801432291666666}, {"start": 15.76, "end": 16.04, "word": " السلام", "probability": 0.942626953125}, {"start": 16.04, "end": 16.34, "word": " عليكم", "probability": 0.886474609375}, {"start": 16.34, "end": 16.54, "word": " ورحمة", "probability": 0.8916015625}, {"start": 16.54, "end": 17.7, "word": " الله،", "probability": 0.91943359375}, {"start": 17.7, "end": 17.92, "word": " كيف", "probability": 0.967041015625}, {"start": 17.92, "end": 19.26, "word": " حالكم؟", "probability": 0.8082275390625}, {"start": 19.26, "end": 19.74, "word": " كيف", "probability": 0.97314453125}, {"start": 19.74, "end": 20.1, "word": " مساعدت", "probability": 0.689208984375}, {"start": 20.1, "end": 20.98, "word": " اليوم؟", "probability": 0.95068359375}, {"start": 20.98, "end": 21.22, "word": " الحمد", "probability": 0.9851888020833334}, {"start": 21.22, "end": 21.3, "word": " لله", "probability": 0.942626953125}, {"start": 21.3, "end": 21.44, "word": " على", "probability": 0.74609375}, {"start": 21.44, "end": 22.64, "word": " السلام،", "probability": 0.8492838541666666}, {"start": 22.64, "end": 23.0, "word": " كنتوا", "probability": 0.9314778645833334}, {"start": 23.0, "end": 23.24, "word": " نايمين", "probability": 0.843994140625}, {"start": 23.24, "end": 23.34, "word": " ولا", "probability": 0.93798828125}, {"start": 23.34, "end": 24.08, "word": " صاحين؟", "probability": 0.65350341796875}, {"start": 24.08, "end": 25.12, "word": " صاحين،", "probability": 0.80230712890625}, {"start": 25.12, "end": 25.98, "word": " صاحين", "probability": 0.9856770833333334}, {"start": 25.98, "end": 27.32, "word": " بالذاكره؟", "probability": 0.722265625}, {"start": 27.32, "end": 27.74, "word": " إن", "probability": 0.401123046875}, {"start": 27.74, "end": 28.06, "word": " كل", "probability": 0.9736328125}, {"start": 28.06, "end": 28.64, "word": " المعلومات", "probability": 0.94677734375}, {"start": 28.64, "end": 28.8, "word": " اللي", "probability": 0.906005859375}, {"start": 28.8, "end": 29.1, "word": " إيديها", "probability": 0.716552734375}, {"start": 29.1, "end": 29.32, "word": " راح", "probability": 0.9189453125}, {"start": 29.32, "end": 30.82, "word": " تضايق،", "probability": 0.721044921875}, {"start": 30.82, "end": 31.24, "word": " هطبي", "probability": 0.3455403645833333}, {"start": 31.24, "end": 31.42, "word": " إن", "probability": 0.66357421875}, {"start": 31.42, "end": 31.66, "word": " شاء", "probability": 0.945068359375}, {"start": 31.66, "end": 31.76, "word": " الله", "probability": 0.96875}], "temperature": 1.0}, {"id": 2, "seek": 5748, "start": 32.74, "end": 57.48, "text": "مازلنا يا أخوات في رحلة أتمنى تكونوا شايفة معنا سابقة إدارة الأعمال لطلبات ال master غير المتخصصين لتخصصات الإدارة الأعمال بكافة المسمح لكم اليوم ان شاء الله نبدأ مع بعض في ال chapter التاسع اللي هو strategy management أو الإدارة الاستراتيجية في بداية قبل الفصل اللي احنا كان عندنا في وصف المساف اللي كان معاكم و اللي نازل على الصفحة", "tokens": [2304, 31377, 1211, 8315, 35186, 5551, 9778, 2407, 9307, 8978, 12602, 5016, 37977, 5551, 2655, 27842, 7578, 6055, 30544, 14407, 13412, 995, 33911, 3660, 20449, 8315, 8608, 16758, 28671, 11933, 3215, 9640, 3660, 16247, 25957, 6027, 5296, 9566, 46152, 9307, 2423, 4505, 32771, 13546, 9673, 2655, 9778, 9381, 9381, 9957, 5296, 2655, 9778, 9381, 9381, 9307, 33688, 3215, 9640, 3660, 16247, 25957, 6027, 4724, 4117, 31845, 3660, 9673, 38251, 5016, 5296, 24793, 45595, 20498, 16472, 13412, 16606, 21984, 8717, 44510, 10721, 20449, 45030, 11242, 8978, 2423, 7187, 16712, 32277, 3615, 13672, 1829, 31439, 5206, 4592, 34051, 33688, 3215, 9640, 3660, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 8978, 4724, 28259, 10632, 12174, 36150, 27188, 36520, 13672, 1829, 1975, 5016, 8315, 25961, 43242, 8315, 8978, 4032, 9381, 5172, 9673, 3794, 31845, 13672, 1829, 25961, 20449, 995, 24793, 4032, 13672, 1829, 8717, 31377, 1211, 15844, 31767, 5172, 5016, 3660], "avg_logprob": -0.22276182664004532, "compression_ratio": 1.92, "no_speech_prob": 3.516674041748047e-06, "words": [{"start": 32.74, "end": 33.2, "word": "مازلنا", "probability": 0.787109375}, {"start": 33.2, "end": 33.32, "word": " يا", "probability": 0.9638671875}, {"start": 33.32, "end": 33.62, "word": " أخوات", "probability": 0.9130859375}, {"start": 33.62, "end": 33.76, "word": " في", "probability": 0.943359375}, {"start": 33.76, "end": 34.12, "word": " رحلة", "probability": 0.9947916666666666}, {"start": 34.12, "end": 34.48, "word": " أتمنى", "probability": 0.8148193359375}, {"start": 34.48, "end": 34.82, "word": " تكونوا", "probability": 0.7699381510416666}, {"start": 34.82, "end": 35.06, "word": " شايفة", "probability": 0.8248291015625}, {"start": 35.06, "end": 35.32, "word": " معنا", "probability": 0.57745361328125}, {"start": 35.32, "end": 35.78, "word": " سابقة", "probability": 0.8312174479166666}, {"start": 35.78, "end": 36.2, "word": " إدارة", "probability": 0.900146484375}, {"start": 36.2, "end": 36.68, "word": " الأعمال", "probability": 0.9267578125}, {"start": 36.68, "end": 37.1, "word": " لطلبات", "probability": 0.69061279296875}, {"start": 37.1, "end": 37.16, "word": " ال", "probability": 0.72509765625}, {"start": 37.16, "end": 37.42, "word": " master", "probability": 0.076171875}, {"start": 37.42, "end": 37.94, "word": " غير", "probability": 0.92333984375}, {"start": 37.94, "end": 38.82, "word": " المتخصصين", "probability": 0.9733072916666666}, {"start": 38.82, "end": 40.12, "word": " لتخصصات", "probability": 0.9095052083333334}, {"start": 40.12, "end": 41.62, "word": " الإدارة", "probability": 0.8914794921875}, {"start": 41.62, "end": 42.26, "word": " الأعمال", "probability": 0.95751953125}, {"start": 42.26, "end": 43.76, "word": " بكافة", "probability": 0.78155517578125}, {"start": 43.76, "end": 44.18, "word": " المسمح", "probability": 0.7316080729166666}, {"start": 44.18, "end": 44.42, "word": " لكم", "probability": 0.684814453125}, {"start": 44.42, "end": 45.46, "word": " اليوم", "probability": 0.8837890625}, {"start": 45.46, "end": 45.72, "word": " ان", "probability": 0.33544921875}, {"start": 45.72, "end": 45.92, "word": " شاء", "probability": 0.967041015625}, {"start": 45.92, "end": 45.98, "word": " الله", "probability": 0.958984375}, {"start": 45.98, "end": 46.3, "word": " نبدأ", "probability": 0.7793782552083334}, {"start": 46.3, "end": 46.44, "word": " مع", "probability": 0.9296875}, {"start": 46.44, "end": 46.64, "word": " بعض", "probability": 0.96875}, {"start": 46.64, "end": 46.8, "word": " في", "probability": 0.5732421875}, {"start": 46.8, "end": 46.84, "word": " ال", "probability": 0.339111328125}, {"start": 46.84, "end": 47.06, "word": " chapter", "probability": 0.94091796875}, {"start": 47.06, "end": 47.6, "word": " التاسع", "probability": 0.8733723958333334}, {"start": 47.6, "end": 47.74, "word": " اللي", "probability": 0.6998291015625}, {"start": 47.74, "end": 47.78, "word": " هو", "probability": 0.74462890625}, {"start": 47.78, "end": 48.24, "word": " strategy", "probability": 0.47119140625}, {"start": 48.24, "end": 48.76, "word": " management", "probability": 0.8828125}, {"start": 48.76, "end": 49.0, "word": " أو", "probability": 0.64453125}, {"start": 49.0, "end": 49.36, "word": " الإدارة", "probability": 0.9854736328125}, {"start": 49.36, "end": 50.1, "word": " الاستراتيجية", "probability": 0.8763950892857143}, {"start": 50.1, "end": 50.96, "word": " في", "probability": 0.91845703125}, {"start": 50.96, "end": 51.28, "word": " بداية", "probability": 0.9342447916666666}, {"start": 51.28, "end": 51.5, "word": " قبل", "probability": 0.387939453125}, {"start": 51.5, "end": 51.8, "word": " الفصل", "probability": 0.927978515625}, {"start": 51.8, "end": 51.92, "word": " اللي", "probability": 0.94140625}, {"start": 51.92, "end": 52.04, "word": " احنا", "probability": 0.7890625}, {"start": 52.04, "end": 52.2, "word": " كان", "probability": 0.947265625}, {"start": 52.2, "end": 52.86, "word": " عندنا", "probability": 0.666748046875}, {"start": 52.86, "end": 53.1, "word": " في", "probability": 0.919921875}, {"start": 53.1, "end": 53.42, "word": " وصف", "probability": 0.9773763020833334}, {"start": 53.42, "end": 53.96, "word": " المساف", "probability": 0.6845703125}, {"start": 53.96, "end": 54.28, "word": " اللي", "probability": 0.78173828125}, {"start": 54.28, "end": 54.48, "word": " كان", "probability": 0.99560546875}, {"start": 54.48, "end": 54.94, "word": " معاكم", "probability": 0.9305013020833334}, {"start": 54.94, "end": 55.92, "word": " و", "probability": 0.8935546875}, {"start": 55.92, "end": 56.42, "word": " اللي", "probability": 0.809326171875}, {"start": 56.42, "end": 56.88, "word": " نازل", "probability": 0.9710286458333334}, {"start": 56.88, "end": 57.0, "word": " على", "probability": 0.861328125}, {"start": 57.0, "end": 57.48, "word": " الصفحة", "probability": 0.9375}], "temperature": 1.0}, {"id": 3, "seek": 7714, "start": 57.8, "end": 77.14, "text": "وعلى ال modern التعليم الإبتراني كان عندنا بعض المهارات بدنا نحققها خلينا نشوفها مع بعض كان عندنا مهارات معرفية اللي هو انت عارف يكون مفروض إدارة الأعمال و الأساس قاعدة معرفية في هذا المجال مهارات ال science أو العلمية اكتسب مهارة التفكير والتحليل و القدرة على هذه المشاكل", "tokens": [45367, 23942, 2423, 4363, 16712, 3615, 20292, 2304, 33688, 3555, 2655, 2288, 7649, 1829, 25961, 43242, 8315, 45030, 11242, 9673, 3224, 9640, 9307, 47525, 8315, 8717, 5016, 4587, 4587, 11296, 16490, 1211, 9957, 995, 8717, 8592, 38688, 11296, 20449, 45030, 11242, 25961, 43242, 8315, 3714, 3224, 9640, 9307, 20449, 28480, 10632, 13672, 1829, 31439, 16472, 2655, 6225, 9640, 5172, 7251, 30544, 3714, 5172, 32887, 11242, 11933, 3215, 9640, 3660, 16247, 25957, 6027, 4032, 16247, 3794, 32277, 12174, 995, 22488, 3660, 20449, 28480, 10632, 8978, 23758, 9673, 7435, 6027, 3714, 3224, 9640, 9307, 2423, 3497, 34051, 18863, 19528, 10632, 1975, 4117, 2655, 35457, 3714, 3224, 9640, 3660, 16712, 5172, 4117, 13546, 16070, 2655, 5016, 20292, 1211, 4032, 25062, 3215, 25720, 15844, 29538, 9673, 8592, 995, 28820], "avg_logprob": -0.21812995333993246, "compression_ratio": 1.991769547325103, "no_speech_prob": 5.6862831115722656e-05, "words": [{"start": 57.8, "end": 58.36, "word": "وعلى", "probability": 0.70361328125}, {"start": 58.36, "end": 59.02, "word": " ال", "probability": 0.81689453125}, {"start": 59.02, "end": 59.32, "word": " modern", "probability": 0.43896484375}, {"start": 59.32, "end": 59.64, "word": " التعليم", "probability": 0.854248046875}, {"start": 59.64, "end": 60.14, "word": " الإبتراني", "probability": 0.7067464192708334}, {"start": 60.14, "end": 60.62, "word": " كان", "probability": 0.65478515625}, {"start": 60.62, "end": 60.84, "word": " عندنا", "probability": 0.880859375}, {"start": 60.84, "end": 61.08, "word": " بعض", "probability": 0.959716796875}, {"start": 61.08, "end": 61.6, "word": " المهارات", "probability": 0.9437255859375}, {"start": 61.6, "end": 61.92, "word": " بدنا", "probability": 0.856689453125}, {"start": 61.92, "end": 62.56, "word": " نحققها", "probability": 0.97919921875}, {"start": 62.56, "end": 63.4, "word": " خلينا", "probability": 0.68780517578125}, {"start": 63.4, "end": 63.68, "word": " نشوفها", "probability": 0.9168701171875}, {"start": 63.68, "end": 63.8, "word": " مع", "probability": 0.97705078125}, {"start": 63.8, "end": 64.1, "word": " بعض", "probability": 0.988525390625}, {"start": 64.1, "end": 65.24, "word": " كان", "probability": 0.86474609375}, {"start": 65.24, "end": 65.46, "word": " عندنا", "probability": 0.99169921875}, {"start": 65.46, "end": 65.84, "word": " مهارات", "probability": 0.993408203125}, {"start": 65.84, "end": 66.46, "word": " معرفية", "probability": 0.9889322916666666}, {"start": 66.46, "end": 67.0, "word": " اللي", "probability": 0.948974609375}, {"start": 67.0, "end": 67.06, "word": " هو", "probability": 0.7763671875}, {"start": 67.06, "end": 67.26, "word": " انت", "probability": 0.4888916015625}, {"start": 67.26, "end": 67.42, "word": " عارف", "probability": 0.744873046875}, {"start": 67.42, "end": 67.56, "word": " يكون", "probability": 0.328125}, {"start": 67.56, "end": 67.8, "word": " مفروض", "probability": 0.7100830078125}, {"start": 67.8, "end": 68.04, "word": " إدارة", "probability": 0.7266845703125}, {"start": 68.04, "end": 68.42, "word": " الأعمال", "probability": 0.9449869791666666}, {"start": 68.42, "end": 68.52, "word": " و", "probability": 0.56396484375}, {"start": 68.52, "end": 68.8, "word": " الأساس", "probability": 0.7027994791666666}, {"start": 68.8, "end": 69.14, "word": " قاعدة", "probability": 0.971923828125}, {"start": 69.14, "end": 69.5, "word": " معرفية", "probability": 0.9866536458333334}, {"start": 69.5, "end": 69.64, "word": " في", "probability": 0.97314453125}, {"start": 69.64, "end": 69.8, "word": " هذا", "probability": 0.69189453125}, {"start": 69.8, "end": 70.26, "word": " المجال", "probability": 0.7355143229166666}, {"start": 70.26, "end": 71.64, "word": " مهارات", "probability": 0.9697265625}, {"start": 71.64, "end": 71.94, "word": " ال", "probability": 0.88720703125}, {"start": 71.94, "end": 72.3, "word": " science", "probability": 0.9482421875}, {"start": 72.3, "end": 72.62, "word": " أو", "probability": 0.6552734375}, {"start": 72.62, "end": 73.34, "word": " العلمية", "probability": 0.8684895833333334}, {"start": 73.34, "end": 74.78, "word": " اكتسب", "probability": 0.6781005859375}, {"start": 74.78, "end": 75.14, "word": " مهارة", "probability": 0.9376220703125}, {"start": 75.14, "end": 75.58, "word": " التفكير", "probability": 0.995361328125}, {"start": 75.58, "end": 76.1, "word": " والتحليل", "probability": 0.9080078125}, {"start": 76.1, "end": 76.2, "word": " و", "probability": 0.63330078125}, {"start": 76.2, "end": 76.46, "word": " القدرة", "probability": 0.9329427083333334}, {"start": 76.46, "end": 76.56, "word": " على", "probability": 0.85302734375}, {"start": 76.56, "end": 76.7, "word": " هذه", "probability": 0.71728515625}, {"start": 76.7, "end": 77.14, "word": " المشاكل", "probability": 0.8238525390625}], "temperature": 1.0}, {"id": 4, "seek": 10711, "start": 78.21, "end": 107.11, "text": "مهارات اللي هي ال personality اللي هي الشخصية في سبب مهارات اللي عملت برنامج فريق و أتنا المحاضرة و مشاركة مع الزميلات مهارات ال analysis and communication اللي هي مهارات الاتصال و التواصل و خانة التعامل بعد الاتهام من هذا المثل هذه المهارات وضعت كخطة أو وضعت في بداية الفصل و هي في نفس الوقت معيارة زي ما أخدنا في الرقابة معيارة إحنا حققنا هذه الأهداف و لها طبعا المحاضرة الماضية أخرها أنا طالت منكم تقيمونا المحاضرة و المحاضرة", "tokens": [2304, 3224, 9640, 9307, 13672, 1829, 39896, 2423, 9033, 13672, 1829, 39896, 25124, 9778, 9381, 10632, 8978, 8608, 3555, 3555, 3714, 3224, 9640, 9307, 13672, 1829, 6225, 42213, 2655, 4724, 2288, 8315, 2304, 7435, 6156, 16572, 4587, 4032, 5551, 2655, 8315, 9673, 5016, 46958, 25720, 4032, 37893, 9640, 4117, 3660, 20449, 6024, 110, 2304, 26895, 9307, 3714, 3224, 9640, 9307, 2423, 5215, 293, 6101, 13672, 1829, 39896, 3714, 3224, 9640, 9307, 2423, 9307, 9381, 6027, 4032, 16712, 2407, 33546, 1211, 4032, 16490, 7649, 3660, 16712, 3615, 10943, 1211, 39182, 2423, 9307, 11296, 2304, 9154, 23758, 9673, 12984, 1211, 29538, 9673, 3224, 9640, 9307, 4032, 11242, 34268, 9122, 9778, 9566, 3660, 34051, 4032, 11242, 34268, 8978, 4724, 28259, 10632, 27188, 36520, 4032, 39896, 8978, 8717, 36178, 2423, 30543, 2655, 20449, 1829, 9640, 3660, 30767, 1829, 19446, 5551, 9778, 3215, 8315, 8978, 34892, 4587, 16758, 3660, 20449, 1829, 9640, 3660, 11933, 5016, 8315, 11331, 4587, 4587, 8315, 29538, 16247, 3224, 28259, 5172, 4032, 5296, 11296, 23032, 3555, 3615, 995, 9673, 5016, 46958, 25720, 9673, 46958, 10632, 5551, 34740, 11296, 41850, 23032, 6027, 2655, 9154, 24793, 6055, 4587, 32640, 2407, 8315, 9673, 5016, 46958, 25720, 4032, 9673, 5016, 46958, 25720], "avg_logprob": -0.20959595252167096, "compression_ratio": 2.2113095238095237, "no_speech_prob": 1.3470649719238281e-05, "words": [{"start": 78.21, "end": 78.85, "word": "مهارات", "probability": 0.9852294921875}, {"start": 78.85, "end": 79.03, "word": " اللي", "probability": 0.770751953125}, {"start": 79.03, "end": 79.19, "word": " هي", "probability": 0.97265625}, {"start": 79.19, "end": 79.33, "word": " ال", "probability": 0.369140625}, {"start": 79.33, "end": 79.77, "word": " personality", "probability": 0.47900390625}, {"start": 79.77, "end": 80.09, "word": " اللي", "probability": 0.916259765625}, {"start": 80.09, "end": 80.21, "word": " هي", "probability": 0.974609375}, {"start": 80.21, "end": 80.89, "word": " الشخصية", "probability": 0.9970703125}, {"start": 80.89, "end": 81.73, "word": " في", "probability": 0.4931640625}, {"start": 81.73, "end": 82.01, "word": " سبب", "probability": 0.7482096354166666}, {"start": 82.01, "end": 82.33, "word": " مهارات", "probability": 0.98828125}, {"start": 82.33, "end": 82.43, "word": " اللي", "probability": 0.8984375}, {"start": 82.43, "end": 82.63, "word": " عملت", "probability": 0.754150390625}, {"start": 82.63, "end": 82.81, "word": " برنامج", "probability": 0.686083984375}, {"start": 82.81, "end": 83.33, "word": " فريق", "probability": 0.772216796875}, {"start": 83.33, "end": 83.87, "word": " و", "probability": 0.88671875}, {"start": 83.87, "end": 84.21, "word": " أتنا", "probability": 0.6739095052083334}, {"start": 84.21, "end": 84.65, "word": " المحاضرة", "probability": 0.908935546875}, {"start": 84.65, "end": 84.81, "word": " و", "probability": 0.423828125}, {"start": 84.81, "end": 85.09, "word": " مشاركة", "probability": 0.70843505859375}, {"start": 85.09, "end": 85.23, "word": " مع", "probability": 0.994140625}, {"start": 85.23, "end": 86.25, "word": " الزميلات", "probability": 0.80615234375}, {"start": 86.25, "end": 87.39, "word": " مهارات", "probability": 0.974365234375}, {"start": 87.39, "end": 87.49, "word": " ال", "probability": 0.9345703125}, {"start": 87.49, "end": 87.85, "word": " analysis", "probability": 0.266357421875}, {"start": 87.85, "end": 88.25, "word": " and", "probability": 0.84375}, {"start": 88.25, "end": 88.75, "word": " communication", "probability": 0.84228515625}, {"start": 88.75, "end": 89.29, "word": " اللي", "probability": 0.969482421875}, {"start": 89.29, "end": 89.63, "word": " هي", "probability": 0.94775390625}, {"start": 89.63, "end": 90.09, "word": " مهارات", "probability": 0.9503173828125}, {"start": 90.09, "end": 90.41, "word": " الاتصال", "probability": 0.717254638671875}, {"start": 90.41, "end": 90.51, "word": " و", "probability": 0.568359375}, {"start": 90.51, "end": 90.87, "word": " التواصل", "probability": 0.964599609375}, {"start": 90.87, "end": 90.99, "word": " و", "probability": 0.75390625}, {"start": 90.99, "end": 91.19, "word": " خانة", "probability": 0.654052734375}, {"start": 91.19, "end": 91.57, "word": " التعامل", "probability": 0.8758544921875}, {"start": 91.57, "end": 91.77, "word": " بعد", "probability": 0.94921875}, {"start": 91.77, "end": 92.23, "word": " الاتهام", "probability": 0.66351318359375}, {"start": 92.23, "end": 92.33, "word": " من", "probability": 0.224609375}, {"start": 92.33, "end": 92.47, "word": " هذا", "probability": 0.72998046875}, {"start": 92.47, "end": 92.73, "word": " المثل", "probability": 0.783203125}, {"start": 92.73, "end": 93.37, "word": " هذه", "probability": 0.68505859375}, {"start": 93.37, "end": 93.89, "word": " المهارات", "probability": 0.99658203125}, {"start": 93.89, "end": 94.19, "word": " وضعت", "probability": 0.9373372395833334}, {"start": 94.19, "end": 94.87, "word": " كخطة", "probability": 0.97900390625}, {"start": 94.87, "end": 95.41, "word": " أو", "probability": 0.7568359375}, {"start": 95.41, "end": 95.73, "word": " وضعت", "probability": 0.9807942708333334}, {"start": 95.73, "end": 95.85, "word": " في", "probability": 0.91552734375}, {"start": 95.85, "end": 96.13, "word": " بداية", "probability": 0.9602864583333334}, {"start": 96.13, "end": 96.57, "word": " الفصل", "probability": 0.8466796875}, {"start": 96.57, "end": 97.63, "word": " و", "probability": 0.72216796875}, {"start": 97.63, "end": 97.79, "word": " هي", "probability": 0.7421875}, {"start": 97.79, "end": 97.93, "word": " في", "probability": 0.91943359375}, {"start": 97.93, "end": 98.07, "word": " نفس", "probability": 0.998046875}, {"start": 98.07, "end": 98.35, "word": " الوقت", "probability": 0.97607421875}, {"start": 98.35, "end": 98.83, "word": " معيارة", "probability": 0.861572265625}, {"start": 98.83, "end": 98.97, "word": " زي", "probability": 0.92626953125}, {"start": 98.97, "end": 99.05, "word": " ما", "probability": 0.98681640625}, {"start": 99.05, "end": 99.29, "word": " أخدنا", "probability": 0.8453369140625}, {"start": 99.29, "end": 99.45, "word": " في", "probability": 0.94189453125}, {"start": 99.45, "end": 100.13, "word": " الرقابة", "probability": 0.986083984375}, {"start": 100.13, "end": 100.77, "word": " معيارة", "probability": 0.939208984375}, {"start": 100.77, "end": 101.23, "word": " إحنا", "probability": 0.7063802083333334}, {"start": 101.23, "end": 101.95, "word": " حققنا", "probability": 0.966064453125}, {"start": 101.95, "end": 102.13, "word": " هذه", "probability": 0.91796875}, {"start": 102.13, "end": 102.47, "word": " الأهداف", "probability": 0.9764404296875}, {"start": 102.47, "end": 102.59, "word": " و", "probability": 0.5654296875}, {"start": 102.59, "end": 102.81, "word": " لها", "probability": 0.250732421875}, {"start": 102.81, "end": 103.45, "word": " طبعا", "probability": 0.9300537109375}, {"start": 103.45, "end": 103.83, "word": " المحاضرة", "probability": 0.9853515625}, {"start": 103.83, "end": 104.15, "word": " الماضية", "probability": 0.9361979166666666}, {"start": 104.15, "end": 104.63, "word": " أخرها", "probability": 0.8206380208333334}, {"start": 104.63, "end": 104.81, "word": " أنا", "probability": 0.7470703125}, {"start": 104.81, "end": 105.07, "word": " طالت", "probability": 0.80322265625}, {"start": 105.07, "end": 105.29, "word": " منكم", "probability": 0.77734375}, {"start": 105.29, "end": 105.81, "word": " تقيمونا", "probability": 0.7951171875}, {"start": 105.81, "end": 106.39, "word": " المحاضرة", "probability": 0.9910888671875}, {"start": 106.39, "end": 106.53, "word": " و", "probability": 0.85009765625}, {"start": 106.53, "end": 107.11, "word": " المحاضرة", "probability": 0.9593505859375}], "temperature": 1.0}, {"id": 5, "seek": 13562, "start": 107.78, "end": 135.62, "text": "فبنان على تقيمكوا شكرا له الحمد لله واضح أنه احنا حققنا المهارات لأنه كتير من الفيلم لده كتبينه إيه العلاقة بوصف المادة اللي وضعناها سوية أول فصل بنحط العسلين ما كتبته بتناقش فيه المهارة رائعة ومستوى الفهم والاستياب فيها أكتر ممتاز ممتاز فإن احنا بيكون حققنا المهارات المعرفية اعتقوا طلب الدور", "tokens": [5172, 3555, 1863, 7649, 15844, 6055, 4587, 32640, 4117, 14407, 13412, 4117, 23557, 46740, 21542, 2304, 3215, 24976, 3224, 4032, 46958, 5016, 14739, 3224, 1975, 5016, 8315, 11331, 4587, 4587, 8315, 9673, 3224, 9640, 9307, 5296, 33456, 3224, 9122, 2655, 13546, 9154, 27188, 1829, 19528, 5296, 3215, 3224, 9122, 2655, 3555, 9957, 3224, 11933, 1829, 3224, 18863, 15040, 28671, 4724, 2407, 9381, 5172, 9673, 18513, 3660, 13672, 1829, 4032, 11242, 3615, 8315, 11296, 8608, 2407, 10632, 5551, 12610, 6156, 36520, 4724, 1863, 5016, 9566, 18863, 3794, 1211, 9957, 19446, 9122, 2655, 3555, 47395, 39894, 8315, 4587, 8592, 8978, 3224, 9673, 3224, 9640, 3660, 12602, 16373, 27884, 4032, 2304, 14851, 2407, 7578, 27188, 16095, 16070, 995, 14851, 1829, 16758, 8978, 11296, 5551, 4117, 2655, 2288, 3714, 2304, 2655, 31377, 3714, 2304, 2655, 31377, 6156, 28814, 1863, 1975, 5016, 8315, 4724, 1829, 30544, 11331, 4587, 4587, 8315, 9673, 3224, 9640, 9307, 9673, 3615, 28480, 10632, 1975, 34268, 4587, 14407, 23032, 46152, 32748, 13063], "avg_logprob": -0.2928240825364619, "compression_ratio": 2.053639846743295, "no_speech_prob": 1.7881393432617188e-06, "words": [{"start": 107.78, "end": 108.26, "word": "فبنان", "probability": 0.70245361328125}, {"start": 108.26, "end": 108.38, "word": " على", "probability": 0.456298828125}, {"start": 108.38, "end": 109.14, "word": " تقيمكوا", "probability": 0.768359375}, {"start": 109.14, "end": 110.12, "word": " شكرا", "probability": 0.7088216145833334}, {"start": 110.12, "end": 110.4, "word": " له", "probability": 0.57958984375}, {"start": 110.4, "end": 112.34, "word": " الحمد", "probability": 0.9129231770833334}, {"start": 112.34, "end": 112.8, "word": " لله", "probability": 0.880615234375}, {"start": 112.8, "end": 113.74, "word": " واضح", "probability": 0.9788411458333334}, {"start": 113.74, "end": 113.96, "word": " أنه", "probability": 0.595703125}, {"start": 113.96, "end": 114.24, "word": " احنا", "probability": 0.84912109375}, {"start": 114.24, "end": 114.74, "word": " حققنا", "probability": 0.97021484375}, {"start": 114.74, "end": 115.38, "word": " المهارات", "probability": 0.990966796875}, {"start": 115.38, "end": 115.68, "word": " لأنه", "probability": 0.7335611979166666}, {"start": 115.68, "end": 115.9, "word": " كتير", "probability": 0.8883463541666666}, {"start": 115.9, "end": 115.98, "word": " من", "probability": 0.9755859375}, {"start": 115.98, "end": 116.24, "word": " الفيلم", "probability": 0.5631510416666666}, {"start": 116.24, "end": 116.48, "word": " لده", "probability": 0.4449055989583333}, {"start": 116.48, "end": 117.64, "word": " كتبينه", "probability": 0.819970703125}, {"start": 117.64, "end": 118.16, "word": " إيه", "probability": 0.744873046875}, {"start": 118.16, "end": 118.58, "word": " العلاقة", "probability": 0.8019205729166666}, {"start": 118.58, "end": 119.52, "word": " بوصف", "probability": 0.8775634765625}, {"start": 119.52, "end": 119.88, "word": " المادة", "probability": 0.9698893229166666}, {"start": 119.88, "end": 119.96, "word": " اللي", "probability": 0.920166015625}, {"start": 119.96, "end": 120.66, "word": " وضعناها", "probability": 0.97578125}, {"start": 120.66, "end": 121.08, "word": " سوية", "probability": 0.6707356770833334}, {"start": 121.08, "end": 121.32, "word": " أول", "probability": 0.66015625}, {"start": 121.32, "end": 121.74, "word": " فصل", "probability": 0.3172607421875}, {"start": 121.74, "end": 123.6, "word": " بنحط", "probability": 0.482147216796875}, {"start": 123.6, "end": 124.08, "word": " العسلين", "probability": 0.47918701171875}, {"start": 124.08, "end": 124.28, "word": " ما", "probability": 0.62158203125}, {"start": 124.28, "end": 124.98, "word": " كتبته", "probability": 0.9010009765625}, {"start": 124.98, "end": 125.9, "word": " بتناقش", "probability": 0.8255615234375}, {"start": 125.9, "end": 126.44, "word": " فيه", "probability": 0.973876953125}, {"start": 126.44, "end": 127.04, "word": " المهارة", "probability": 0.917724609375}, {"start": 127.04, "end": 127.52, "word": " رائعة", "probability": 0.9684244791666666}, {"start": 127.52, "end": 128.06, "word": " ومستوى", "probability": 0.9513671875}, {"start": 128.06, "end": 128.3, "word": " الفهم", "probability": 0.93994140625}, {"start": 128.3, "end": 128.78, "word": " والاستياب", "probability": 0.5852294921875}, {"start": 128.78, "end": 129.06, "word": " فيها", "probability": 0.826416015625}, {"start": 129.06, "end": 129.28, "word": " أكتر", "probability": 0.8348388671875}, {"start": 129.28, "end": 129.78, "word": " ممتاز", "probability": 0.966064453125}, {"start": 129.78, "end": 130.42, "word": " ممتاز", "probability": 0.82049560546875}, {"start": 130.42, "end": 130.9, "word": " فإن", "probability": 0.4488118489583333}, {"start": 130.9, "end": 131.1, "word": " احنا", "probability": 0.7919921875}, {"start": 131.1, "end": 131.4, "word": " بيكون", "probability": 0.697509765625}, {"start": 131.4, "end": 131.88, "word": " حققنا", "probability": 0.98486328125}, {"start": 131.88, "end": 132.22, "word": " المهارات", "probability": 0.9786376953125}, {"start": 132.22, "end": 132.82, "word": " المعرفية", "probability": 0.969970703125}, {"start": 132.82, "end": 134.94, "word": " اعتقوا", "probability": 0.8427734375}, {"start": 134.94, "end": 135.26, "word": " طلب", "probability": 0.6865234375}, {"start": 135.26, "end": 135.62, "word": " الدور", "probability": 0.7041015625}], "temperature": 1.0}, {"id": 6, "seek": 16547, "start": 136.77, "end": 165.47, "text": "وتوكيلها من المهام لإدارة المحاضرة و أن تقوم بدور المحاضرة رائع و بتنامي شخصيتها و تقعدت على نفسها كمان ممتاز كام من بيانات ناخده في اليوم الكبير أخوات المحاضرة تلت ساعات ناخد برايت للصلاة و شورك جهوه أو شاي طبعا احنا اللقاء عندنا مرة واحدة بس في الأسبوع ماشي فلازم تاخد فعل اعتبار أن المحاضرات المجلسية تلت ساعات يعني احنا بناخد مثلا ساعتين و ربع ساعتين و تلت ماناخدش تلت ساعات مع بعض", "tokens": [35473, 2407, 4117, 26895, 11296, 9154, 9673, 3224, 10943, 5296, 28814, 3215, 9640, 3660, 9673, 5016, 46958, 25720, 4032, 14739, 6055, 4587, 20498, 47525, 13063, 9673, 5016, 46958, 25720, 12602, 16373, 3615, 4032, 39894, 8315, 2304, 1829, 13412, 9778, 9381, 36081, 11296, 4032, 6055, 4587, 22488, 2655, 15844, 8717, 36178, 11296, 9122, 2304, 7649, 3714, 2304, 2655, 31377, 9122, 10943, 9154, 4724, 1829, 7649, 9307, 8717, 47283, 3215, 3224, 8978, 45595, 20498, 33251, 3555, 13546, 5551, 9778, 2407, 9307, 9673, 5016, 46958, 25720, 6055, 1211, 2655, 8608, 45761, 9307, 8717, 47283, 3215, 4724, 23557, 36081, 24976, 9381, 15040, 3660, 4032, 13412, 13063, 4117, 10874, 3224, 2407, 3224, 34051, 13412, 47302, 23032, 3555, 3615, 995, 1975, 5016, 8315, 13672, 4587, 16606, 43242, 8315, 3714, 25720, 36764, 24401, 3660, 4724, 3794, 8978, 16247, 35457, 45367, 3714, 33599, 1829, 6156, 1211, 31377, 2304, 6055, 47283, 3215, 6156, 30241, 1975, 34268, 3555, 9640, 14739, 9673, 5016, 46958, 2288, 9307, 9673, 7435, 1211, 3794, 10632, 6055, 1211, 2655, 8608, 45761, 9307, 37495, 22653, 1975, 5016, 8315, 44945, 47283, 3215, 50113, 15040, 8608, 995, 34268, 9957, 4032, 12602, 3555, 3615, 8608, 995, 34268, 9957, 4032, 6055, 1211, 2655, 3714, 7649, 47283, 3215, 8592, 6055, 1211, 2655, 8608, 45761, 9307, 20449, 45030, 11242], "avg_logprob": -0.21920289120812347, "compression_ratio": 2.215873015873016, "no_speech_prob": 2.4080276489257812e-05, "words": [{"start": 136.77, "end": 137.37, "word": "وتوكيلها", "probability": 0.8314453125}, {"start": 137.37, "end": 137.43, "word": " من", "probability": 0.54345703125}, {"start": 137.43, "end": 137.73, "word": " المهام", "probability": 0.6841634114583334}, {"start": 137.73, "end": 138.15, "word": " لإدارة", "probability": 0.967578125}, {"start": 138.15, "end": 138.77, "word": " المحاضرة", "probability": 0.9744873046875}, {"start": 138.77, "end": 140.19, "word": " و", "probability": 0.4296875}, {"start": 140.19, "end": 140.35, "word": " أن", "probability": 0.321533203125}, {"start": 140.35, "end": 140.61, "word": " تقوم", "probability": 0.9737955729166666}, {"start": 140.61, "end": 140.85, "word": " بدور", "probability": 0.9619140625}, {"start": 140.85, "end": 141.37, "word": " المحاضرة", "probability": 0.9130859375}, {"start": 141.37, "end": 141.69, "word": " رائع", "probability": 0.9765625}, {"start": 141.69, "end": 141.77, "word": " و", "probability": 0.6376953125}, {"start": 141.77, "end": 142.13, "word": " بتنامي", "probability": 0.7034912109375}, {"start": 142.13, "end": 142.57, "word": " شخصيتها", "probability": 0.99326171875}, {"start": 142.57, "end": 142.69, "word": " و", "probability": 0.36474609375}, {"start": 142.69, "end": 142.91, "word": " تقعدت", "probability": 0.4248046875}, {"start": 142.91, "end": 142.97, "word": " على", "probability": 0.1781005859375}, {"start": 142.97, "end": 143.29, "word": " نفسها", "probability": 0.6830647786458334}, {"start": 143.29, "end": 143.47, "word": " كمان", "probability": 0.73583984375}, {"start": 143.47, "end": 143.93, "word": " ممتاز", "probability": 0.9747314453125}, {"start": 143.93, "end": 145.01, "word": " كام", "probability": 0.791748046875}, {"start": 145.01, "end": 145.13, "word": " من", "probability": 0.990234375}, {"start": 145.13, "end": 145.67, "word": " بيانات", "probability": 0.8427734375}, {"start": 145.67, "end": 146.51, "word": " ناخده", "probability": 0.76470947265625}, {"start": 146.51, "end": 146.55, "word": " في", "probability": 0.93359375}, {"start": 146.55, "end": 146.73, "word": " اليوم", "probability": 0.95068359375}, {"start": 146.73, "end": 147.11, "word": " الكبير", "probability": 0.9580078125}, {"start": 147.11, "end": 147.75, "word": " أخوات", "probability": 0.641876220703125}, {"start": 147.75, "end": 148.15, "word": " المحاضرة", "probability": 0.993408203125}, {"start": 148.15, "end": 148.41, "word": " تلت", "probability": 0.7825520833333334}, {"start": 148.41, "end": 148.85, "word": " ساعات", "probability": 0.9807942708333334}, {"start": 148.85, "end": 149.85, "word": " ناخد", "probability": 0.8684895833333334}, {"start": 149.85, "end": 150.17, "word": " برايت", "probability": 0.50244140625}, {"start": 150.17, "end": 151.03, "word": " للصلاة", "probability": 0.9371337890625}, {"start": 151.03, "end": 151.47, "word": " و", "probability": 0.91015625}, {"start": 151.47, "end": 151.77, "word": " شورك", "probability": 0.62060546875}, {"start": 151.77, "end": 152.01, "word": " جهوه", "probability": 0.75543212890625}, {"start": 152.01, "end": 152.21, "word": " أو", "probability": 0.75537109375}, {"start": 152.21, "end": 152.57, "word": " شاي", "probability": 0.91943359375}, {"start": 152.57, "end": 152.91, "word": " طبعا", "probability": 0.908447265625}, {"start": 152.91, "end": 153.05, "word": " احنا", "probability": 0.7419840494791666}, {"start": 153.05, "end": 153.37, "word": " اللقاء", "probability": 0.88720703125}, {"start": 153.37, "end": 153.61, "word": " عندنا", "probability": 0.87548828125}, {"start": 153.61, "end": 153.73, "word": " مرة", "probability": 0.96337890625}, {"start": 153.73, "end": 153.99, "word": " واحدة", "probability": 0.9772135416666666}, {"start": 153.99, "end": 154.15, "word": " بس", "probability": 0.949462890625}, {"start": 154.15, "end": 154.27, "word": " في", "probability": 0.87939453125}, {"start": 154.27, "end": 154.65, "word": " الأسبوع", "probability": 0.8351236979166666}, {"start": 154.65, "end": 155.71, "word": " ماشي", "probability": 0.8924153645833334}, {"start": 155.71, "end": 156.45, "word": " فلازم", "probability": 0.849609375}, {"start": 156.45, "end": 156.75, "word": " تاخد", "probability": 0.9894205729166666}, {"start": 156.75, "end": 157.03, "word": " فعل", "probability": 0.5318603515625}, {"start": 157.03, "end": 157.47, "word": " اعتبار", "probability": 0.87255859375}, {"start": 157.47, "end": 157.69, "word": " أن", "probability": 0.4873046875}, {"start": 157.69, "end": 158.41, "word": " المحاضرات", "probability": 0.8546875}, {"start": 158.41, "end": 158.97, "word": " المجلسية", "probability": 0.724072265625}, {"start": 158.97, "end": 159.25, "word": " تلت", "probability": 0.9842122395833334}, {"start": 159.25, "end": 159.77, "word": " ساعات", "probability": 0.99462890625}, {"start": 159.77, "end": 161.47, "word": " يعني", "probability": 0.943603515625}, {"start": 161.47, "end": 161.65, "word": " احنا", "probability": 0.9109700520833334}, {"start": 161.65, "end": 161.95, "word": " بناخد", "probability": 0.9298502604166666}, {"start": 161.95, "end": 162.25, "word": " مثلا", "probability": 0.894775390625}, {"start": 162.25, "end": 162.73, "word": " ساعتين", "probability": 0.9600830078125}, {"start": 162.73, "end": 162.81, "word": " و", "probability": 0.9833984375}, {"start": 162.81, "end": 163.13, "word": " ربع", "probability": 0.9187825520833334}, {"start": 163.13, "end": 163.97, "word": " ساعتين", "probability": 0.942626953125}, {"start": 163.97, "end": 164.07, "word": " و", "probability": 0.7490234375}, {"start": 164.07, "end": 164.21, "word": " تلت", "probability": 0.614013671875}, {"start": 164.21, "end": 164.61, "word": " ماناخدش", "probability": 0.744091796875}, {"start": 164.61, "end": 164.81, "word": " تلت", "probability": 0.9905598958333334}, {"start": 164.81, "end": 165.07, "word": " ساعات", "probability": 0.98388671875}, {"start": 165.07, "end": 165.19, "word": " مع", "probability": 0.9951171875}, {"start": 165.19, "end": 165.47, "word": " بعض", "probability": 0.979736328125}], "temperature": 1.0}, {"id": 7, "seek": 19560, "start": 166.18, "end": 195.6, "text": "فشي طبيعي إنه في الساعتين و نص أو ساعتين نقعد فيهم مع بعض أو تالت ساعات إلى ربع لإن أحنا ناخد محاضرات يعني فإنت طالب ماجستير مش طالب بكلثر خد بالك النقطة التانية أو الطالبة التانية طبيعة المحاضرة اللي بقص فيها أن يكون هناك عدد من الطالبات أمر جيد شي طبيعي الماجستير يختلف في إرادة على مستوى العالم على ال bachelor's في تنوح الأساليب صحيح وهذا مشوق المحاضرة بتضيفك أشياء جديدة شكرا على مشاركتنا شكرا على مشاركتكم يا جماعة", "tokens": [5172, 8592, 1829, 23032, 21292, 3615, 1829, 36145, 3224, 8978, 21136, 995, 34268, 9957, 4032, 8717, 9381, 34051, 8608, 995, 34268, 9957, 8717, 4587, 22488, 8978, 16095, 20449, 45030, 11242, 34051, 6055, 6027, 2655, 8608, 45761, 9307, 30731, 12602, 3555, 3615, 5296, 28814, 1863, 5551, 5016, 8315, 8717, 47283, 3215, 3714, 5016, 46958, 2288, 9307, 37495, 22653, 6156, 28814, 29399, 23032, 6027, 3555, 3714, 26108, 14851, 13546, 37893, 23032, 6027, 3555, 4724, 28820, 12984, 2288, 16490, 3215, 20666, 4117, 28239, 47432, 3660, 16712, 7649, 10632, 34051, 41950, 6027, 49401, 16712, 7649, 10632, 23032, 21292, 27884, 9673, 5016, 46958, 25720, 13672, 1829, 4724, 4587, 9381, 8978, 11296, 14739, 7251, 30544, 34105, 4117, 6225, 3215, 3215, 9154, 41950, 6027, 3555, 9307, 5551, 29973, 10874, 25708, 13412, 1829, 23032, 21292, 3615, 1829, 9673, 26108, 14851, 13546, 7251, 46456, 46538, 8978, 11933, 2288, 18513, 3660, 15844, 3714, 14851, 2407, 7578, 18863, 45340, 15844, 2423, 25947, 311, 8978, 6055, 1863, 2407, 5016, 16247, 3794, 6027, 1829, 3555, 20328, 5016, 1829, 5016, 37037, 15730, 37893, 30543, 9673, 5016, 46958, 25720, 39894, 11242, 33911, 4117, 5551, 8592, 1829, 16606, 10874, 16254, 41891, 13412, 4117, 23557, 15844, 37893, 9640, 4117, 2655, 8315, 13412, 4117, 23557, 15844, 37893, 9640, 4117, 2655, 24793, 35186, 10874, 15042, 27884], "avg_logprob": -0.20763221640999502, "compression_ratio": 2.1485714285714286, "no_speech_prob": 8.881092071533203e-06, "words": [{"start": 166.18, "end": 166.5, "word": "فشي", "probability": 0.8806966145833334}, {"start": 166.5, "end": 166.72, "word": " طبيعي", "probability": 0.9053955078125}, {"start": 166.72, "end": 166.86, "word": " إنه", "probability": 0.586669921875}, {"start": 166.86, "end": 166.96, "word": " في", "probability": 0.90966796875}, {"start": 166.96, "end": 167.36, "word": " الساعتين", "probability": 0.8719482421875}, {"start": 167.36, "end": 167.64, "word": " و", "probability": 0.9755859375}, {"start": 167.64, "end": 168.24, "word": " نص", "probability": 0.98095703125}, {"start": 168.24, "end": 168.42, "word": " أو", "probability": 0.91748046875}, {"start": 168.42, "end": 168.94, "word": " ساعتين", "probability": 0.9925537109375}, {"start": 168.94, "end": 169.42, "word": " نقعد", "probability": 0.8561197916666666}, {"start": 169.42, "end": 169.56, "word": " فيهم", "probability": 0.553955078125}, {"start": 169.56, "end": 169.7, "word": " مع", "probability": 0.994140625}, {"start": 169.7, "end": 169.96, "word": " بعض", "probability": 0.97119140625}, {"start": 169.96, "end": 170.88, "word": " أو", "probability": 0.87255859375}, {"start": 170.88, "end": 171.16, "word": " تالت", "probability": 0.739990234375}, {"start": 171.16, "end": 171.44, "word": " ساعات", "probability": 0.9759114583333334}, {"start": 171.44, "end": 171.56, "word": " إلى", "probability": 0.451904296875}, {"start": 171.56, "end": 171.92, "word": " ربع", "probability": 0.9108072916666666}, {"start": 171.92, "end": 172.22, "word": " لإن", "probability": 0.65673828125}, {"start": 172.22, "end": 172.32, "word": " أحنا", "probability": 0.7806803385416666}, {"start": 172.32, "end": 172.56, "word": " ناخد", "probability": 0.9884440104166666}, {"start": 172.56, "end": 173.12, "word": " محاضرات", "probability": 0.95107421875}, {"start": 173.12, "end": 173.38, "word": " يعني", "probability": 0.9013671875}, {"start": 173.38, "end": 173.78, "word": " فإنت", "probability": 0.7306315104166666}, {"start": 173.78, "end": 174.06, "word": " طالب", "probability": 0.9884440104166666}, {"start": 174.06, "end": 174.5, "word": " ماجستير", "probability": 0.7518310546875}, {"start": 174.5, "end": 174.64, "word": " مش", "probability": 0.80322265625}, {"start": 174.64, "end": 174.92, "word": " طالب", "probability": 0.9952799479166666}, {"start": 174.92, "end": 175.32, "word": " بكلثر", "probability": 0.3876953125}, {"start": 175.32, "end": 175.54, "word": " خد", "probability": 0.5050048828125}, {"start": 175.54, "end": 175.88, "word": " بالك", "probability": 0.589111328125}, {"start": 175.88, "end": 177.14, "word": " النقطة", "probability": 0.9441731770833334}, {"start": 177.14, "end": 177.6, "word": " التانية", "probability": 0.9606119791666666}, {"start": 177.6, "end": 178.94, "word": " أو", "probability": 0.92529296875}, {"start": 178.94, "end": 179.38, "word": " الطالبة", "probability": 0.9674479166666666}, {"start": 179.38, "end": 179.72, "word": " التانية", "probability": 0.9899088541666666}, {"start": 179.72, "end": 180.06, "word": " طبيعة", "probability": 0.8199869791666666}, {"start": 180.06, "end": 180.46, "word": " المحاضرة", "probability": 0.9901123046875}, {"start": 180.46, "end": 180.56, "word": " اللي", "probability": 0.95947265625}, {"start": 180.56, "end": 180.8, "word": " بقص", "probability": 0.6463216145833334}, {"start": 180.8, "end": 181.24, "word": " فيها", "probability": 0.82763671875}, {"start": 181.24, "end": 181.7, "word": " أن", "probability": 0.861328125}, {"start": 181.7, "end": 181.94, "word": " يكون", "probability": 0.976806640625}, {"start": 181.94, "end": 182.2, "word": " هناك", "probability": 0.958984375}, {"start": 182.2, "end": 182.44, "word": " عدد", "probability": 0.8181966145833334}, {"start": 182.44, "end": 182.54, "word": " من", "probability": 0.9169921875}, {"start": 182.54, "end": 182.92, "word": " الطالبات", "probability": 0.925048828125}, {"start": 182.92, "end": 183.18, "word": " أمر", "probability": 0.78955078125}, {"start": 183.18, "end": 183.48, "word": " جيد", "probability": 0.822265625}, {"start": 183.48, "end": 183.98, "word": " شي", "probability": 0.735107421875}, {"start": 183.98, "end": 184.24, "word": " طبيعي", "probability": 0.8985595703125}, {"start": 184.24, "end": 184.82, "word": " الماجستير", "probability": 0.7923583984375}, {"start": 184.82, "end": 185.28, "word": " يختلف", "probability": 0.7287190755208334}, {"start": 185.28, "end": 185.42, "word": " في", "probability": 0.6259765625}, {"start": 185.42, "end": 185.76, "word": " إرادة", "probability": 0.4775390625}, {"start": 185.76, "end": 185.86, "word": " على", "probability": 0.65234375}, {"start": 185.86, "end": 186.2, "word": " مستوى", "probability": 0.9697265625}, {"start": 186.2, "end": 186.48, "word": " العالم", "probability": 0.966796875}, {"start": 186.48, "end": 186.62, "word": " على", "probability": 0.50830078125}, {"start": 186.62, "end": 186.7, "word": " ال", "probability": 0.98388671875}, {"start": 186.7, "end": 187.32, "word": " bachelor's", "probability": 0.6531982421875}, {"start": 187.32, "end": 187.84, "word": " في", "probability": 0.8125}, {"start": 187.84, "end": 188.24, "word": " تنوح", "probability": 0.80084228515625}, {"start": 188.24, "end": 188.82, "word": " الأساليب", "probability": 0.9119140625}, {"start": 188.82, "end": 189.22, "word": " صحيح", "probability": 0.9854736328125}, {"start": 189.22, "end": 189.5, "word": " وهذا", "probability": 0.808349609375}, {"start": 189.5, "end": 190.0, "word": " مشوق", "probability": 0.8955078125}, {"start": 190.0, "end": 191.94, "word": " المحاضرة", "probability": 0.98828125}, {"start": 191.94, "end": 192.32, "word": " بتضيفك", "probability": 0.6676025390625}, {"start": 192.32, "end": 192.54, "word": " أشياء", "probability": 0.9622802734375}, {"start": 192.54, "end": 192.96, "word": " جديدة", "probability": 0.9954427083333334}, {"start": 192.96, "end": 193.3, "word": " شكرا", "probability": 0.8837890625}, {"start": 193.3, "end": 193.42, "word": " على", "probability": 0.2027587890625}, {"start": 193.42, "end": 194.08, "word": " مشاركتنا", "probability": 0.94482421875}, {"start": 194.08, "end": 194.52, "word": " شكرا", "probability": 0.8893229166666666}, {"start": 194.52, "end": 194.64, "word": " على", "probability": 0.92578125}, {"start": 194.64, "end": 195.22, "word": " مشاركتكم", "probability": 0.97890625}, {"start": 195.22, "end": 195.34, "word": " يا", "probability": 0.99267578125}, {"start": 195.34, "end": 195.6, "word": " جماعة", "probability": 0.9951171875}], "temperature": 1.0}, {"id": 8, "seek": 22320, "start": 196.56, "end": 223.2, "text": "محاضرة ممتعة وشيقة واسلوب العرض جيد مع موجود بعض الجمود في المحاضرة ماشي .. ال .. بعض الأوقات أنا مندمش معاكم في الشارع فبنسى نحط شوية ميه، شوية طراوة يعنى، بنسى نحكي نقطة ولا حاجة، نكون مندمش ومالزة، ماشي؟ بالنسبة للجمود عند المحاضرة هدلن شخصيتها، أنا شخصيتى جانبة، الله بعينكوا، الله هعدوا اسلوب العرض اسلوب جيد، اللي نمي مرهانات العرض صحيح", "tokens": [2304, 5016, 46958, 25720, 3714, 2304, 2655, 27884, 4032, 8592, 1829, 28671, 4032, 32277, 1211, 37746, 18863, 43042, 10874, 25708, 20449, 3714, 29245, 23328, 45030, 11242, 25724, 2304, 23328, 8978, 9673, 5016, 46958, 25720, 3714, 33599, 1829, 4386, 2423, 4386, 45030, 11242, 16247, 30543, 9307, 41850, 3714, 41260, 2304, 8592, 20449, 995, 24793, 8978, 25124, 9640, 3615, 6156, 3555, 1863, 3794, 7578, 8717, 5016, 9566, 13412, 2407, 10632, 3714, 1829, 3224, 12399, 13412, 2407, 10632, 23032, 23557, 2407, 3660, 37495, 1863, 7578, 12399, 4724, 1863, 3794, 7578, 8717, 5016, 4117, 1829, 8717, 47432, 3660, 49429, 11331, 26108, 3660, 12399, 8717, 30544, 3714, 41260, 2304, 8592, 4032, 2304, 6027, 11622, 3660, 12399, 3714, 33599, 1829, 22807, 20666, 1863, 35457, 3660, 24976, 7435, 2304, 23328, 43242, 9673, 5016, 46958, 25720, 8032, 3215, 1211, 1863, 13412, 9778, 9381, 36081, 11296, 12399, 41850, 13412, 9778, 9381, 36081, 7578, 10874, 7649, 3555, 3660, 12399, 21984, 45030, 9957, 4117, 14407, 12399, 21984, 8032, 22488, 14407, 24525, 1211, 37746, 18863, 43042, 24525, 1211, 37746, 10874, 25708, 12399, 13672, 1829, 8717, 2304, 1829, 3714, 2288, 3224, 7649, 9307, 18863, 43042, 20328, 5016, 1829, 5016], "avg_logprob": -0.2321189849134435, "compression_ratio": 2.175438596491228, "no_speech_prob": 3.635883331298828e-06, "words": [{"start": 196.56, "end": 197.04, "word": "محاضرة", "probability": 0.947509765625}, {"start": 197.04, "end": 197.36, "word": " ممتعة", "probability": 0.74859619140625}, {"start": 197.36, "end": 197.8, "word": " وشيقة", "probability": 0.72100830078125}, {"start": 197.8, "end": 198.12, "word": " واسلوب", "probability": 0.7962646484375}, {"start": 198.12, "end": 198.36, "word": " العرض", "probability": 0.948486328125}, {"start": 198.36, "end": 198.7, "word": " جيد", "probability": 0.97802734375}, {"start": 198.7, "end": 198.84, "word": " مع", "probability": 0.56494140625}, {"start": 198.84, "end": 199.08, "word": " موجود", "probability": 0.79931640625}, {"start": 199.08, "end": 199.34, "word": " بعض", "probability": 0.954345703125}, {"start": 199.34, "end": 199.74, "word": " الجمود", "probability": 0.8478190104166666}, {"start": 199.74, "end": 200.1, "word": " في", "probability": 0.94384765625}, {"start": 200.1, "end": 200.86, "word": " المحاضرة", "probability": 0.9974365234375}, {"start": 200.86, "end": 202.14, "word": " ماشي", "probability": 0.82568359375}, {"start": 202.14, "end": 202.56, "word": " ..", "probability": 0.2646484375}, {"start": 202.56, "end": 203.42, "word": " ال", "probability": 0.69580078125}, {"start": 203.42, "end": 203.9, "word": " ..", "probability": 0.9697265625}, {"start": 203.9, "end": 204.32, "word": " بعض", "probability": 0.982666015625}, {"start": 204.32, "end": 204.62, "word": " الأوقات", "probability": 0.8932291666666666}, {"start": 204.62, "end": 204.78, "word": " أنا", "probability": 0.876953125}, {"start": 204.78, "end": 205.22, "word": " مندمش", "probability": 0.7303466796875}, {"start": 205.22, "end": 205.52, "word": " معاكم", "probability": 0.9055989583333334}, {"start": 205.52, "end": 205.66, "word": " في", "probability": 0.89892578125}, {"start": 205.66, "end": 205.98, "word": " الشارع", "probability": 0.8033854166666666}, {"start": 205.98, "end": 206.4, "word": " فبنسى", "probability": 0.91435546875}, {"start": 206.4, "end": 206.68, "word": " نحط", "probability": 0.8821614583333334}, {"start": 206.68, "end": 207.06, "word": " شوية", "probability": 0.96630859375}, {"start": 207.06, "end": 207.6, "word": " ميه،", "probability": 0.6951904296875}, {"start": 207.6, "end": 207.82, "word": " شوية", "probability": 0.9825846354166666}, {"start": 207.82, "end": 208.3, "word": " طراوة", "probability": 0.8150634765625}, {"start": 208.3, "end": 208.94, "word": " يعنى،", "probability": 0.841064453125}, {"start": 208.94, "end": 209.44, "word": " بنسى", "probability": 0.8739013671875}, {"start": 209.44, "end": 209.78, "word": " نحكي", "probability": 0.9056396484375}, {"start": 209.78, "end": 210.02, "word": " نقطة", "probability": 0.9482421875}, {"start": 210.02, "end": 210.18, "word": " ولا", "probability": 0.83251953125}, {"start": 210.18, "end": 210.5, "word": " حاجة،", "probability": 0.9617919921875}, {"start": 210.5, "end": 210.72, "word": " نكون", "probability": 0.662841796875}, {"start": 210.72, "end": 211.14, "word": " مندمش", "probability": 0.88525390625}, {"start": 211.14, "end": 212.0, "word": " ومالزة،", "probability": 0.6689046223958334}, {"start": 212.0, "end": 213.22, "word": " ماشي؟", "probability": 0.928955078125}, {"start": 213.22, "end": 214.06, "word": " بالنسبة", "probability": 0.978515625}, {"start": 214.06, "end": 214.42, "word": " للجمود", "probability": 0.91455078125}, {"start": 214.42, "end": 214.58, "word": " عند", "probability": 0.97265625}, {"start": 214.58, "end": 215.08, "word": " المحاضرة", "probability": 0.9951171875}, {"start": 215.08, "end": 215.38, "word": " هدلن", "probability": 0.5772705078125}, {"start": 215.38, "end": 216.72, "word": " شخصيتها،", "probability": 0.9579264322916666}, {"start": 216.72, "end": 216.84, "word": " أنا", "probability": 0.79931640625}, {"start": 216.84, "end": 217.18, "word": " شخصيتى", "probability": 0.877734375}, {"start": 217.18, "end": 217.86, "word": " جانبة،", "probability": 0.684326171875}, {"start": 217.86, "end": 218.02, "word": " الله", "probability": 0.92724609375}, {"start": 218.02, "end": 218.42, "word": " بعينكوا،", "probability": 0.636328125}, {"start": 218.42, "end": 218.52, "word": " الله", "probability": 0.80810546875}, {"start": 218.52, "end": 219.1, "word": " هعدوا", "probability": 0.3314615885416667}, {"start": 219.1, "end": 220.5, "word": " اسلوب", "probability": 0.8252766927083334}, {"start": 220.5, "end": 220.88, "word": " العرض", "probability": 0.986328125}, {"start": 220.88, "end": 221.2, "word": " اسلوب", "probability": 0.9479166666666666}, {"start": 221.2, "end": 221.88, "word": " جيد،", "probability": 0.8347981770833334}, {"start": 221.88, "end": 221.96, "word": " اللي", "probability": 0.53594970703125}, {"start": 221.96, "end": 222.2, "word": " نمي", "probability": 0.6206868489583334}, {"start": 222.2, "end": 222.54, "word": " مرهانات", "probability": 0.625927734375}, {"start": 222.54, "end": 222.76, "word": " العرض", "probability": 0.98828125}, {"start": 222.76, "end": 223.2, "word": " صحيح", "probability": 0.976806640625}], "temperature": 1.0}, {"id": 9, "seek": 25114, "start": 223.86, "end": 251.14, "text": "لدى الطالبات وبيعطى الطالبة أو يعطى الطالبة فالفرصة اللى بحت لتقديم عرض أخضر بيقوي شخصيته الطالبات يعني كنتوا زمان تخافوا ولا إيش طبعا القوف أهم الناس و الحديث خاصة من أقام الكاميرات هذا بيسافرنا بقوي شخصيته الطالبة بخطوتكوا يا أخوات أسلوب المحاضرة بسيط وشيق المادة أضافت مهارات وخبرات خدمتني في مجال الشغل", "tokens": [1211, 3215, 7578, 41950, 6027, 3555, 9307, 4032, 21292, 3615, 9566, 7578, 41950, 6027, 49401, 34051, 7251, 3615, 9566, 7578, 41950, 6027, 49401, 6156, 6027, 5172, 2288, 9381, 3660, 13672, 7578, 4724, 33753, 5296, 2655, 4587, 16254, 2304, 6225, 43042, 5551, 9778, 11242, 2288, 4724, 1829, 4587, 45865, 13412, 9778, 9381, 36081, 3224, 41950, 6027, 3555, 9307, 37495, 22653, 9122, 29399, 14407, 30767, 2304, 7649, 6055, 9778, 31845, 14407, 49429, 11933, 1829, 8592, 23032, 3555, 3615, 995, 25062, 38688, 5551, 16095, 2423, 8315, 3794, 4032, 21542, 16254, 12984, 16490, 33546, 3660, 9154, 5551, 4587, 10943, 33251, 10943, 13546, 9307, 23758, 4724, 1829, 3794, 31845, 2288, 8315, 4724, 4587, 45865, 13412, 9778, 9381, 36081, 3224, 41950, 6027, 49401, 4724, 9778, 9566, 35473, 4117, 14407, 35186, 5551, 9778, 2407, 9307, 5551, 3794, 1211, 37746, 9673, 5016, 46958, 25720, 4724, 3794, 1829, 9566, 4032, 8592, 1829, 4587, 9673, 18513, 3660, 5551, 11242, 31845, 2655, 3714, 3224, 9640, 9307, 4032, 9778, 26890, 9307, 16490, 40448, 2655, 22653, 8978, 3714, 7435, 6027, 25124, 17082, 1211], "avg_logprob": -0.19883041231952914, "compression_ratio": 2.0855018587360594, "no_speech_prob": 5.066394805908203e-06, "words": [{"start": 223.86, "end": 224.6, "word": "لدى", "probability": 0.9532877604166666}, {"start": 224.6, "end": 225.26, "word": " الطالبات", "probability": 0.945556640625}, {"start": 225.26, "end": 226.06, "word": " وبيعطى", "probability": 0.700732421875}, {"start": 226.06, "end": 226.54, "word": " الطالبة", "probability": 0.9181315104166666}, {"start": 226.54, "end": 227.14, "word": " أو", "probability": 0.5546875}, {"start": 227.14, "end": 227.54, "word": " يعطى", "probability": 0.81201171875}, {"start": 227.54, "end": 228.02, "word": " الطالبة", "probability": 0.9840494791666666}, {"start": 228.02, "end": 229.0, "word": " فالفرصة", "probability": 0.919921875}, {"start": 229.0, "end": 229.1, "word": " اللى", "probability": 0.909912109375}, {"start": 229.1, "end": 229.3, "word": " بحت", "probability": 0.7120361328125}, {"start": 229.3, "end": 229.8, "word": " لتقديم", "probability": 0.87861328125}, {"start": 229.8, "end": 230.0, "word": " عرض", "probability": 0.793212890625}, {"start": 230.0, "end": 230.38, "word": " أخضر", "probability": 0.9034423828125}, {"start": 230.38, "end": 231.26, "word": " بيقوي", "probability": 0.849365234375}, {"start": 231.26, "end": 231.72, "word": " شخصيته", "probability": 0.97451171875}, {"start": 231.72, "end": 232.26, "word": " الطالبات", "probability": 0.8619384765625}, {"start": 232.26, "end": 232.6, "word": " يعني", "probability": 0.8466796875}, {"start": 232.6, "end": 232.8, "word": " كنتوا", "probability": 0.412353515625}, {"start": 232.8, "end": 233.06, "word": " زمان", "probability": 0.9456380208333334}, {"start": 233.06, "end": 233.44, "word": " تخافوا", "probability": 0.9488525390625}, {"start": 233.44, "end": 233.56, "word": " ولا", "probability": 0.386474609375}, {"start": 233.56, "end": 233.94, "word": " إيش", "probability": 0.541015625}, {"start": 233.94, "end": 235.18, "word": " طبعا", "probability": 0.7640380859375}, {"start": 235.18, "end": 235.44, "word": " القوف", "probability": 0.5399169921875}, {"start": 235.44, "end": 235.62, "word": " أهم", "probability": 0.678955078125}, {"start": 235.62, "end": 236.02, "word": " الناس", "probability": 0.98095703125}, {"start": 236.02, "end": 236.14, "word": " و", "probability": 0.80078125}, {"start": 236.14, "end": 236.52, "word": " الحديث", "probability": 0.8644205729166666}, {"start": 236.52, "end": 236.78, "word": " خاصة", "probability": 0.9031575520833334}, {"start": 236.78, "end": 236.86, "word": " من", "probability": 0.419189453125}, {"start": 236.86, "end": 237.04, "word": " أقام", "probability": 0.5689697265625}, {"start": 237.04, "end": 237.58, "word": " الكاميرات", "probability": 0.9652099609375}, {"start": 237.58, "end": 237.8, "word": " هذا", "probability": 0.49169921875}, {"start": 237.8, "end": 238.26, "word": " بيسافرنا", "probability": 0.74578857421875}, {"start": 238.26, "end": 238.8, "word": " بقوي", "probability": 0.6995442708333334}, {"start": 238.8, "end": 239.66, "word": " شخصيته", "probability": 0.93447265625}, {"start": 239.66, "end": 240.12, "word": " الطالبة", "probability": 0.9705403645833334}, {"start": 240.12, "end": 242.38, "word": " بخطوتكوا", "probability": 0.8123372395833334}, {"start": 242.38, "end": 242.5, "word": " يا", "probability": 0.9833984375}, {"start": 242.5, "end": 242.86, "word": " أخوات", "probability": 0.91943359375}, {"start": 242.86, "end": 243.32, "word": " أسلوب", "probability": 0.83905029296875}, {"start": 243.32, "end": 244.08, "word": " المحاضرة", "probability": 0.9713134765625}, {"start": 244.08, "end": 244.84, "word": " بسيط", "probability": 0.98974609375}, {"start": 244.84, "end": 245.44, "word": " وشيق", "probability": 0.934814453125}, {"start": 245.44, "end": 246.94, "word": " المادة", "probability": 0.8077799479166666}, {"start": 246.94, "end": 247.28, "word": " أضافت", "probability": 0.92333984375}, {"start": 247.28, "end": 247.78, "word": " مهارات", "probability": 0.9888916015625}, {"start": 247.78, "end": 248.5, "word": " وخبرات", "probability": 0.8802490234375}, {"start": 248.5, "end": 250.26, "word": " خدمتني", "probability": 0.855712890625}, {"start": 250.26, "end": 250.38, "word": " في", "probability": 0.9228515625}, {"start": 250.38, "end": 250.68, "word": " مجال", "probability": 0.9957682291666666}, {"start": 250.68, "end": 251.14, "word": " الشغل", "probability": 0.982421875}], "temperature": 1.0}, {"id": 10, "seek": 28092, "start": 251.98, "end": 280.92, "text": "الدكتورة تبسط مواضيع وتعطي أمثلة للتبسيط، ممتاز هذا احنا الهدف اللي بنصغله المحاضرة تدرس بكفاءة وفعالية وتربط لكنا النظر بالعملي أصلا الإدارة كلها عملي مافيش فيها نظري لإنه احنا كيف نصيغ الشغلات اللي ندرسها بشكل نصوص تحفظ على المشاركة الواجبات والحالات المتبعة مفيدة جدا بعض الأوقات تكون كتيرة", "tokens": [6027, 3215, 4117, 2655, 13063, 3660, 6055, 3555, 3794, 9566, 3714, 2407, 46958, 40228, 34683, 3615, 9566, 1829, 5551, 2304, 12984, 37977, 24976, 2655, 3555, 3794, 1829, 9566, 12399, 3714, 2304, 2655, 31377, 23758, 1975, 5016, 8315, 2423, 3224, 3215, 5172, 13672, 1829, 44945, 9381, 17082, 43761, 9673, 5016, 46958, 25720, 6055, 3215, 2288, 3794, 4724, 4117, 5172, 16606, 3660, 4032, 5172, 3615, 6027, 10632, 34683, 25513, 9566, 5296, 4117, 8315, 28239, 19913, 2288, 20666, 25957, 20292, 5551, 9381, 15040, 33688, 3215, 9640, 3660, 28242, 11296, 6225, 2304, 20292, 19446, 41185, 8592, 8978, 11296, 8717, 19913, 16572, 5296, 28814, 1863, 3224, 1975, 5016, 8315, 9122, 33911, 8717, 9381, 1829, 17082, 25124, 17082, 1211, 9307, 13672, 1829, 8717, 3215, 2288, 3794, 11296, 4724, 8592, 28820, 8717, 9381, 2407, 9381, 6055, 5016, 5172, 19913, 15844, 9673, 8592, 9640, 4117, 3660, 2423, 2407, 26108, 3555, 9307, 16070, 5016, 6027, 9307, 9673, 2655, 3555, 27884, 3714, 5172, 25708, 3660, 10874, 28259, 45030, 11242, 16247, 30543, 9307, 6055, 30544, 9122, 2655, 48923], "avg_logprob": -0.24032738157326267, "compression_ratio": 1.9458483754512634, "no_speech_prob": 4.351139068603516e-06, "words": [{"start": 251.98, "end": 252.66, "word": "الدكتورة", "probability": 0.9315592447916666}, {"start": 252.66, "end": 253.08, "word": " تبسط", "probability": 0.9781494140625}, {"start": 253.08, "end": 253.56, "word": " مواضيع", "probability": 0.88134765625}, {"start": 253.56, "end": 254.0, "word": " وتعطي", "probability": 0.9019775390625}, {"start": 254.0, "end": 254.32, "word": " أمثلة", "probability": 0.82196044921875}, {"start": 254.32, "end": 255.3, "word": " للتبسيط،", "probability": 0.734130859375}, {"start": 255.3, "end": 255.64, "word": " ممتاز", "probability": 0.80029296875}, {"start": 255.64, "end": 256.3, "word": " هذا", "probability": 0.492919921875}, {"start": 256.3, "end": 256.66, "word": " احنا", "probability": 0.80029296875}, {"start": 256.66, "end": 257.06, "word": " الهدف", "probability": 0.9884033203125}, {"start": 257.06, "end": 257.16, "word": " اللي", "probability": 0.884521484375}, {"start": 257.16, "end": 257.82, "word": " بنصغله", "probability": 0.604400634765625}, {"start": 257.82, "end": 260.56, "word": " المحاضرة", "probability": 0.9417724609375}, {"start": 260.56, "end": 260.98, "word": " تدرس", "probability": 0.63018798828125}, {"start": 260.98, "end": 261.42, "word": " بكفاءة", "probability": 0.825927734375}, {"start": 261.42, "end": 262.14, "word": " وفعالية", "probability": 0.724658203125}, {"start": 262.14, "end": 264.1, "word": " وتربط", "probability": 0.6820475260416666}, {"start": 264.1, "end": 264.34, "word": " لكنا", "probability": 0.3279215494791667}, {"start": 264.34, "end": 264.58, "word": " النظر", "probability": 0.8653971354166666}, {"start": 264.58, "end": 265.0, "word": " بالعملي", "probability": 0.9112955729166666}, {"start": 265.0, "end": 265.34, "word": " أصلا", "probability": 0.8611653645833334}, {"start": 265.34, "end": 266.18, "word": " الإدارة", "probability": 0.94140625}, {"start": 266.18, "end": 266.44, "word": " كلها", "probability": 0.99658203125}, {"start": 266.44, "end": 266.74, "word": " عملي", "probability": 0.8616536458333334}, {"start": 266.74, "end": 267.08, "word": " مافيش", "probability": 0.6476236979166666}, {"start": 267.08, "end": 267.28, "word": " فيها", "probability": 0.97314453125}, {"start": 267.28, "end": 267.74, "word": " نظري", "probability": 0.9505208333333334}, {"start": 267.74, "end": 268.36, "word": " لإنه", "probability": 0.7652587890625}, {"start": 268.36, "end": 268.62, "word": " احنا", "probability": 0.8603515625}, {"start": 268.62, "end": 268.84, "word": " كيف", "probability": 0.9794921875}, {"start": 268.84, "end": 269.34, "word": " نصيغ", "probability": 0.878662109375}, {"start": 269.34, "end": 269.94, "word": " الشغلات", "probability": 0.6888427734375}, {"start": 269.94, "end": 269.98, "word": " اللي", "probability": 0.6610107421875}, {"start": 269.98, "end": 270.2, "word": " ندرسها", "probability": 0.755078125}, {"start": 270.2, "end": 270.66, "word": " بشكل", "probability": 0.93798828125}, {"start": 270.66, "end": 271.58, "word": " نصوص", "probability": 0.8944091796875}, {"start": 271.58, "end": 272.46, "word": " تحفظ", "probability": 0.8094482421875}, {"start": 272.46, "end": 272.6, "word": " على", "probability": 0.63671875}, {"start": 272.6, "end": 273.26, "word": " المشاركة", "probability": 0.98173828125}, {"start": 273.26, "end": 274.88, "word": " الواجبات", "probability": 0.890234375}, {"start": 274.88, "end": 277.38, "word": " والحالات", "probability": 0.9102783203125}, {"start": 277.38, "end": 277.84, "word": " المتبعة", "probability": 0.7181396484375}, {"start": 277.84, "end": 278.22, "word": " مفيدة", "probability": 0.947998046875}, {"start": 278.22, "end": 278.56, "word": " جدا", "probability": 0.997314453125}, {"start": 278.56, "end": 279.9, "word": " بعض", "probability": 0.58966064453125}, {"start": 279.9, "end": 280.18, "word": " الأوقات", "probability": 0.7691243489583334}, {"start": 280.18, "end": 280.46, "word": " تكون", "probability": 0.98583984375}, {"start": 280.46, "end": 280.92, "word": " كتيرة", "probability": 0.8387044270833334}], "temperature": 1.0}, {"id": 11, "seek": 31182, "start": 283.46, "end": 311.82, "text": "هي مش كتيرة هي موضوع الارشطة هادي احنا بنضعها بشكل مخطر ايه بس انت لما ترميها شطرها تكون كتيرة يعني التصوير المفروض ناخد باسم الطلابات لأ معلش يا أخوات التصوير ها ده قرار للأستاذ مش للطلابة إذا كانوا يرغبون أو لأ طالبة أخرى حكت إن الرسول اللي ما تمد داخل المحاضرة شايفه عصري طب الحمد لله المحاضرة هدية من الله ده والله أنت انتوا هدية من الله وليس العكس", "tokens": [3224, 1829, 37893, 9122, 2655, 48923, 39896, 3714, 2407, 11242, 45367, 2423, 9640, 8592, 9566, 3660, 8032, 995, 16254, 1975, 5016, 8315, 44945, 11242, 3615, 11296, 4724, 8592, 28820, 3714, 9778, 9566, 2288, 1975, 1829, 3224, 4724, 3794, 16472, 2655, 5296, 15042, 6055, 2288, 2304, 1829, 11296, 13412, 9566, 2288, 11296, 6055, 30544, 9122, 2655, 48923, 37495, 22653, 16712, 9381, 2407, 13546, 9673, 5172, 32887, 11242, 8717, 47283, 3215, 4724, 32277, 2304, 41950, 15040, 3555, 9307, 5296, 10721, 20449, 1211, 8592, 35186, 5551, 9778, 2407, 9307, 16712, 9381, 2407, 13546, 8032, 995, 11778, 3224, 12174, 2288, 9640, 24976, 10721, 14851, 45636, 37893, 24976, 9566, 15040, 3555, 3660, 11933, 15730, 25961, 14407, 7251, 2288, 17082, 3555, 11536, 34051, 5296, 10721, 23032, 6027, 49401, 5551, 34740, 7578, 11331, 4117, 2655, 36145, 34892, 3794, 12610, 13672, 1829, 19446, 46811, 3215, 11778, 47283, 1211, 9673, 5016, 46958, 25720, 13412, 995, 33911, 3224, 6225, 9381, 16572, 23032, 3555, 21542, 2304, 3215, 24976, 3224, 9673, 5016, 46958, 25720, 8032, 3215, 10632, 9154, 21984, 11778, 3224, 16070, 43761, 14739, 2655, 16472, 2655, 14407, 8032, 3215, 10632, 9154, 21984, 4032, 20292, 3794, 18863, 4117, 3794], "avg_logprob": -0.28357712052603984, "compression_ratio": 2.12, "no_speech_prob": 2.9385089874267578e-05, "words": [{"start": 283.46, "end": 284.06, "word": "هي", "probability": 0.8046875}, {"start": 284.06, "end": 284.2, "word": " مش", "probability": 0.96826171875}, {"start": 284.2, "end": 284.48, "word": " كتيرة", "probability": 0.8238932291666666}, {"start": 284.48, "end": 284.9, "word": " هي", "probability": 0.55615234375}, {"start": 284.9, "end": 285.44, "word": " موضوع", "probability": 0.9803466796875}, {"start": 285.44, "end": 286.04, "word": " الارشطة", "probability": 0.5856689453125}, {"start": 286.04, "end": 286.16, "word": " هادي", "probability": 0.4801025390625}, {"start": 286.16, "end": 286.26, "word": " احنا", "probability": 0.84326171875}, {"start": 286.26, "end": 286.58, "word": " بنضعها", "probability": 0.7730712890625}, {"start": 286.58, "end": 286.76, "word": " بشكل", "probability": 0.8247884114583334}, {"start": 286.76, "end": 287.2, "word": " مخطر", "probability": 0.685791015625}, {"start": 287.2, "end": 287.36, "word": " ايه", "probability": 0.6754557291666666}, {"start": 287.36, "end": 288.48, "word": " بس", "probability": 0.8642578125}, {"start": 288.48, "end": 288.62, "word": " انت", "probability": 0.6253662109375}, {"start": 288.62, "end": 288.8, "word": " لما", "probability": 0.9599609375}, {"start": 288.8, "end": 289.46, "word": " ترميها", "probability": 0.7806884765625}, {"start": 289.46, "end": 290.32, "word": " شطرها", "probability": 0.262969970703125}, {"start": 290.32, "end": 290.56, "word": " تكون", "probability": 0.78857421875}, {"start": 290.56, "end": 290.92, "word": " كتيرة", "probability": 0.9197591145833334}, {"start": 290.92, "end": 291.42, "word": " يعني", "probability": 0.730224609375}, {"start": 291.42, "end": 292.48, "word": " التصوير", "probability": 0.96630859375}, {"start": 292.48, "end": 292.8, "word": " المفروض", "probability": 0.8721923828125}, {"start": 292.8, "end": 293.04, "word": " ناخد", "probability": 0.9217122395833334}, {"start": 293.04, "end": 293.26, "word": " باسم", "probability": 0.76611328125}, {"start": 293.26, "end": 293.76, "word": " الطلابات", "probability": 0.80712890625}, {"start": 293.76, "end": 293.88, "word": " لأ", "probability": 0.838623046875}, {"start": 293.88, "end": 294.1, "word": " معلش", "probability": 0.7550455729166666}, {"start": 294.1, "end": 294.24, "word": " يا", "probability": 0.802734375}, {"start": 294.24, "end": 294.38, "word": " أخوات", "probability": 0.76416015625}, {"start": 294.38, "end": 294.8, "word": " التصوير", "probability": 0.96435546875}, {"start": 294.8, "end": 295.0, "word": " ها", "probability": 0.39794921875}, {"start": 295.0, "end": 295.14, "word": " ده", "probability": 0.9892578125}, {"start": 295.14, "end": 295.72, "word": " قرار", "probability": 0.9886067708333334}, {"start": 295.72, "end": 296.8, "word": " للأستاذ", "probability": 0.8365478515625}, {"start": 296.8, "end": 296.98, "word": " مش", "probability": 0.9794921875}, {"start": 296.98, "end": 298.02, "word": " للطلابة", "probability": 0.7515380859375}, {"start": 298.02, "end": 298.32, "word": " إذا", "probability": 0.851806640625}, {"start": 298.32, "end": 298.58, "word": " كانوا", "probability": 0.9736328125}, {"start": 298.58, "end": 298.92, "word": " يرغبون", "probability": 0.9466796875}, {"start": 298.92, "end": 299.06, "word": " أو", "probability": 0.6220703125}, {"start": 299.06, "end": 300.36, "word": " لأ", "probability": 0.74462890625}, {"start": 300.36, "end": 301.42, "word": " طالبة", "probability": 0.93115234375}, {"start": 301.42, "end": 301.74, "word": " أخرى", "probability": 0.92822265625}, {"start": 301.74, "end": 302.06, "word": " حكت", "probability": 0.9552408854166666}, {"start": 302.06, "end": 302.36, "word": " إن", "probability": 0.333984375}, {"start": 302.36, "end": 302.9, "word": " الرسول", "probability": 0.75390625}, {"start": 302.9, "end": 303.04, "word": " اللي", "probability": 0.6943359375}, {"start": 303.04, "end": 303.16, "word": " ما", "probability": 0.5185546875}, {"start": 303.16, "end": 303.44, "word": " تمد", "probability": 0.5982666015625}, {"start": 303.44, "end": 303.62, "word": " داخل", "probability": 0.8611653645833334}, {"start": 303.62, "end": 304.04, "word": " المحاضرة", "probability": 0.9609375}, {"start": 304.04, "end": 304.52, "word": " شايفه", "probability": 0.7340087890625}, {"start": 304.52, "end": 305.26, "word": " عصري", "probability": 0.9501953125}, {"start": 305.26, "end": 305.7, "word": " طب", "probability": 0.937744140625}, {"start": 305.7, "end": 305.96, "word": " الحمد", "probability": 0.9518229166666666}, {"start": 305.96, "end": 306.24, "word": " لله", "probability": 0.921630859375}, {"start": 306.24, "end": 308.24, "word": " المحاضرة", "probability": 0.912841796875}, {"start": 308.24, "end": 308.72, "word": " هدية", "probability": 0.9659830729166666}, {"start": 308.72, "end": 308.94, "word": " من", "probability": 0.9951171875}, {"start": 308.94, "end": 309.24, "word": " الله", "probability": 0.95751953125}, {"start": 309.24, "end": 309.52, "word": " ده", "probability": 0.947998046875}, {"start": 309.52, "end": 309.66, "word": " والله", "probability": 0.787841796875}, {"start": 309.66, "end": 310.0, "word": " أنت", "probability": 0.5244140625}, {"start": 310.0, "end": 310.48, "word": " انتوا", "probability": 0.4791463216145833}, {"start": 310.48, "end": 310.74, "word": " هدية", "probability": 0.9207356770833334}, {"start": 310.74, "end": 310.9, "word": " من", "probability": 0.9931640625}, {"start": 310.9, "end": 311.1, "word": " الله", "probability": 0.97119140625}, {"start": 311.1, "end": 311.42, "word": " وليس", "probability": 0.8974609375}, {"start": 311.42, "end": 311.82, "word": " العكس", "probability": 0.9596354166666666}], "temperature": 1.0}, {"id": 12, "seek": 34091, "start": 313.05, "end": 340.91, "text": "بنرسخ مبادئ لابودة منها للغوص في بيئة الأعمال بيستخدرها يعني واضح إن أختها ليه سباحة تشتغل في السباحة المسابق أضافة ليه أثقة بالنفس قد شخصيا لأول مرة بستعر ال presentation استمتعت أعطيتيني الكثير من التفاؤل والأمل بشأن أول محاضرة إن شاء الله أكون جزء من اللي نجلع إن شاء الله أفضل يعطيهم رب نعطيهم قيمات تمانك شكرا هيك احنا بيكون حققتا جميع الأهداف و الخطة", "tokens": [3555, 1863, 2288, 3794, 9778, 3714, 3555, 18513, 19986, 5296, 16758, 23328, 3660, 9154, 11296, 24976, 17082, 2407, 9381, 8978, 4724, 1829, 19986, 3660, 16247, 25957, 6027, 4724, 1829, 14851, 9778, 3215, 2288, 11296, 37495, 22653, 4032, 46958, 5016, 36145, 5551, 46456, 11296, 32239, 3224, 8608, 3555, 39319, 3660, 6055, 8592, 2655, 17082, 1211, 8978, 21136, 3555, 39319, 3660, 9673, 3794, 16758, 4587, 5551, 11242, 31845, 3660, 32239, 3224, 5551, 12984, 28671, 20666, 1863, 36178, 12174, 3215, 13412, 9778, 9381, 25528, 5296, 10721, 12610, 3714, 25720, 4724, 14851, 3615, 2288, 2423, 5860, 44713, 2304, 2655, 34268, 5551, 3615, 9566, 36081, 9957, 1829, 33251, 12984, 13546, 9154, 16712, 5172, 5718, 97, 1211, 16070, 10721, 42213, 4724, 8592, 33456, 5551, 12610, 3714, 5016, 46958, 25720, 36145, 13412, 16606, 21984, 5551, 30544, 10874, 11622, 38207, 9154, 13672, 1829, 8717, 7435, 1211, 3615, 36145, 13412, 16606, 21984, 5551, 5172, 11242, 1211, 37495, 9566, 1829, 16095, 12602, 3555, 8717, 3615, 9566, 1829, 16095, 12174, 32640, 9307, 46811, 7649, 4117, 13412, 4117, 23557, 39896, 4117, 1975, 5016, 8315, 4724, 1829, 30544, 11331, 4587, 38149, 995, 10874, 2304, 40228, 16247, 3224, 28259, 5172, 4032, 33962, 9566, 3660], "avg_logprob": -0.3111911100866907, "compression_ratio": 1.8816568047337279, "no_speech_prob": 9.59634780883789e-06, "words": [{"start": 313.05, "end": 313.73, "word": "بنرسخ", "probability": 0.8046875}, {"start": 313.73, "end": 314.23, "word": " مبادئ", "probability": 0.9183349609375}, {"start": 314.23, "end": 314.67, "word": " لابودة", "probability": 0.6898193359375}, {"start": 314.67, "end": 314.91, "word": " منها", "probability": 0.989990234375}, {"start": 314.91, "end": 315.55, "word": " للغوص", "probability": 0.9090576171875}, {"start": 315.55, "end": 315.75, "word": " في", "probability": 0.9599609375}, {"start": 315.75, "end": 315.99, "word": " بيئة", "probability": 0.79693603515625}, {"start": 315.99, "end": 316.45, "word": " الأعمال", "probability": 0.9495442708333334}, {"start": 316.45, "end": 317.07, "word": " بيستخدرها", "probability": 0.4232700892857143}, {"start": 317.07, "end": 317.17, "word": " يعني", "probability": 0.5986328125}, {"start": 317.17, "end": 317.69, "word": " واضح", "probability": 0.85302734375}, {"start": 317.69, "end": 317.81, "word": " إن", "probability": 0.46875}, {"start": 317.81, "end": 318.15, "word": " أختها", "probability": 0.6769205729166666}, {"start": 318.15, "end": 318.25, "word": " ليه", "probability": 0.6640625}, {"start": 318.25, "end": 318.89, "word": " سباحة", "probability": 0.8795166015625}, {"start": 318.89, "end": 320.09, "word": " تشتغل", "probability": 0.823046875}, {"start": 320.09, "end": 320.17, "word": " في", "probability": 0.958984375}, {"start": 320.17, "end": 321.19, "word": " السباحة", "probability": 0.9835205078125}, {"start": 321.19, "end": 322.77, "word": " المسابق", "probability": 0.592529296875}, {"start": 322.77, "end": 323.17, "word": " أضافة", "probability": 0.67047119140625}, {"start": 323.17, "end": 323.35, "word": " ليه", "probability": 0.759521484375}, {"start": 323.35, "end": 323.63, "word": " أثقة", "probability": 0.8243815104166666}, {"start": 323.63, "end": 324.03, "word": " بالنفس", "probability": 0.9855143229166666}, {"start": 324.03, "end": 324.33, "word": " قد", "probability": 0.35858154296875}, {"start": 324.33, "end": 324.83, "word": " شخصيا", "probability": 0.780059814453125}, {"start": 324.83, "end": 325.13, "word": " لأول", "probability": 0.9744466145833334}, {"start": 325.13, "end": 325.47, "word": " مرة", "probability": 0.985107421875}, {"start": 325.47, "end": 326.27, "word": " بستعر", "probability": 0.44439697265625}, {"start": 326.27, "end": 326.35, "word": " ال", "probability": 0.41015625}, {"start": 326.35, "end": 326.87, "word": " presentation", "probability": 0.84228515625}, {"start": 326.87, "end": 327.77, "word": " استمتعت", "probability": 0.9581298828125}, {"start": 327.77, "end": 330.13, "word": " أعطيتيني", "probability": 0.7918701171875}, {"start": 330.13, "end": 330.47, "word": " الكثير", "probability": 0.7325032552083334}, {"start": 330.47, "end": 330.59, "word": " من", "probability": 0.86669921875}, {"start": 330.59, "end": 331.01, "word": " التفاؤل", "probability": 0.89052734375}, {"start": 331.01, "end": 331.35, "word": " والأمل", "probability": 0.7649739583333334}, {"start": 331.35, "end": 331.65, "word": " بشأن", "probability": 0.6488444010416666}, {"start": 331.65, "end": 331.93, "word": " أول", "probability": 0.6295166015625}, {"start": 331.93, "end": 332.43, "word": " محاضرة", "probability": 0.92041015625}, {"start": 332.43, "end": 333.09, "word": " إن", "probability": 0.57568359375}, {"start": 333.09, "end": 333.27, "word": " شاء", "probability": 0.9541015625}, {"start": 333.27, "end": 333.39, "word": " الله", "probability": 0.9619140625}, {"start": 333.39, "end": 333.75, "word": " أكون", "probability": 0.973876953125}, {"start": 333.75, "end": 333.99, "word": " جزء", "probability": 0.9500325520833334}, {"start": 333.99, "end": 334.09, "word": " من", "probability": 0.99072265625}, {"start": 334.09, "end": 334.23, "word": " اللي", "probability": 0.5797119140625}, {"start": 334.23, "end": 334.37, "word": " نجلع", "probability": 0.588043212890625}, {"start": 334.37, "end": 334.45, "word": " إن", "probability": 0.5263671875}, {"start": 334.45, "end": 334.55, "word": " شاء", "probability": 0.9775390625}, {"start": 334.55, "end": 334.57, "word": " الله", "probability": 0.96728515625}, {"start": 334.57, "end": 334.83, "word": " أفضل", "probability": 0.98486328125}, {"start": 334.83, "end": 335.75, "word": " يعطيهم", "probability": 0.7723388671875}, {"start": 335.75, "end": 336.57, "word": " رب", "probability": 0.944091796875}, {"start": 336.57, "end": 336.97, "word": " نعطيهم", "probability": 0.8294921875}, {"start": 336.97, "end": 337.29, "word": " قيمات", "probability": 0.8390299479166666}, {"start": 337.29, "end": 337.69, "word": " تمانك", "probability": 0.5203450520833334}, {"start": 337.69, "end": 338.11, "word": " شكرا", "probability": 0.8141276041666666}, {"start": 338.11, "end": 338.73, "word": " هيك", "probability": 0.5821533203125}, {"start": 338.73, "end": 338.85, "word": " احنا", "probability": 0.7598470052083334}, {"start": 338.85, "end": 339.07, "word": " بيكون", "probability": 0.6410319010416666}, {"start": 339.07, "end": 339.53, "word": " حققتا", "probability": 0.806884765625}, {"start": 339.53, "end": 339.83, "word": " جميع", "probability": 0.828125}, {"start": 339.83, "end": 340.37, "word": " الأهداف", "probability": 0.942138671875}, {"start": 340.37, "end": 340.49, "word": " و", "probability": 0.6123046875}, {"start": 340.49, "end": 340.91, "word": " الخطة", "probability": 0.9231770833333334}], "temperature": 1.0}, {"id": 13, "seek": 36968, "start": 342.0, "end": 369.68, "text": "أسلوب الألعاب المعتمدة من ناحية دمج الطالبات في العرض ورقمه من شخصية المحاضرة، رائع الفيديوهات التوضيحية أو أسلوب الألعاب الدهنية مفيدة في الانتشار، في التنشيب، مطلوب تقيي الواجبات، ماشي يعني أسلوب الشارف وكمية الأمد للمعروف ده، بيعجبني الدكتورة السلسة جدا في تعاملها مع الطالبات، عشان مع أنتوا أصدقاء، طالبات إيش، دكتور إيش، أنتوا صديقان", "tokens": [10721, 3794, 1211, 37746, 16247, 1211, 3615, 16758, 9673, 34268, 2304, 41891, 9154, 8717, 39319, 10632, 11778, 2304, 7435, 41950, 6027, 3555, 9307, 8978, 18863, 43042, 4032, 2288, 4587, 2304, 3224, 9154, 13412, 9778, 9381, 10632, 9673, 5016, 46958, 25720, 12399, 12602, 16373, 3615, 27188, 1829, 16254, 2407, 3224, 9307, 16712, 2407, 11242, 1829, 5016, 10632, 34051, 5551, 3794, 1211, 37746, 16247, 1211, 3615, 16758, 32748, 3224, 1863, 10632, 3714, 5172, 25708, 3660, 8978, 2423, 7649, 2655, 8592, 9640, 12399, 8978, 16712, 1863, 8592, 1829, 3555, 12399, 3714, 9566, 1211, 37746, 6055, 38436, 1829, 2423, 2407, 26108, 3555, 9307, 12399, 3714, 33599, 1829, 37495, 22653, 5551, 3794, 1211, 37746, 25124, 9640, 5172, 4032, 24793, 10632, 16247, 2304, 3215, 5296, 19528, 3615, 32887, 5172, 11778, 3224, 12399, 4724, 40228, 7435, 3555, 22653, 32748, 4117, 2655, 13063, 3660, 21136, 1211, 3794, 3660, 10874, 28259, 8978, 37279, 10943, 1211, 11296, 20449, 41950, 6027, 3555, 9307, 12399, 6225, 8592, 7649, 20449, 14739, 2655, 14407, 5551, 9381, 3215, 4587, 16606, 12399, 23032, 6027, 3555, 9307, 11933, 1829, 8592, 12399, 11778, 4117, 2655, 13063, 11933, 1829, 8592, 12399, 14739, 2655, 14407, 20328, 16254, 4587, 7649], "avg_logprob": -0.19523025955024517, "compression_ratio": 2.193661971830986, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 342.0, "end": 342.62, "word": "أسلوب", "probability": 0.8466796875}, {"start": 342.62, "end": 343.0, "word": " الألعاب", "probability": 0.8526611328125}, {"start": 343.0, "end": 343.52, "word": " المعتمدة", "probability": 0.79345703125}, {"start": 343.52, "end": 343.68, "word": " من", "probability": 0.96484375}, {"start": 343.68, "end": 344.06, "word": " ناحية", "probability": 0.9638671875}, {"start": 344.06, "end": 344.38, "word": " دمج", "probability": 0.9597981770833334}, {"start": 344.38, "end": 344.9, "word": " الطالبات", "probability": 0.93212890625}, {"start": 344.9, "end": 345.0, "word": " في", "probability": 0.916015625}, {"start": 345.0, "end": 345.26, "word": " العرض", "probability": 0.6162109375}, {"start": 345.26, "end": 345.7, "word": " ورقمه", "probability": 0.7083984375}, {"start": 345.7, "end": 345.78, "word": " من", "probability": 0.125}, {"start": 345.78, "end": 346.12, "word": " شخصية", "probability": 0.947509765625}, {"start": 346.12, "end": 348.64, "word": " المحاضرة،", "probability": 0.84189453125}, {"start": 348.64, "end": 349.14, "word": " رائع", "probability": 0.98583984375}, {"start": 349.14, "end": 350.56, "word": " الفيديوهات", "probability": 0.9476725260416666}, {"start": 350.56, "end": 351.14, "word": " التوضيحية", "probability": 0.8936360677083334}, {"start": 351.14, "end": 351.28, "word": " أو", "probability": 0.79345703125}, {"start": 351.28, "end": 351.52, "word": " أسلوب", "probability": 0.9615478515625}, {"start": 351.52, "end": 351.88, "word": " الألعاب", "probability": 0.9920654296875}, {"start": 351.88, "end": 352.44, "word": " الدهنية", "probability": 0.9703369140625}, {"start": 352.44, "end": 353.26, "word": " مفيدة", "probability": 0.8992919921875}, {"start": 353.26, "end": 353.32, "word": " في", "probability": 0.94482421875}, {"start": 353.32, "end": 354.56, "word": " الانتشار،", "probability": 0.7371826171875}, {"start": 354.56, "end": 354.68, "word": " في", "probability": 0.880859375}, {"start": 354.68, "end": 355.42, "word": " التنشيب،", "probability": 0.8365071614583334}, {"start": 355.42, "end": 355.66, "word": " مطلوب", "probability": 0.9312744140625}, {"start": 355.66, "end": 355.94, "word": " تقيي", "probability": 0.88671875}, {"start": 355.94, "end": 357.1, "word": " الواجبات،", "probability": 0.9366048177083334}, {"start": 357.1, "end": 357.44, "word": " ماشي", "probability": 0.90673828125}, {"start": 357.44, "end": 358.04, "word": " يعني", "probability": 0.643310546875}, {"start": 358.04, "end": 359.22, "word": " أسلوب", "probability": 0.9410400390625}, {"start": 359.22, "end": 359.62, "word": " الشارف", "probability": 0.5780436197916666}, {"start": 359.62, "end": 359.96, "word": " وكمية", "probability": 0.7400716145833334}, {"start": 359.96, "end": 360.28, "word": " الأمد", "probability": 0.6680501302083334}, {"start": 360.28, "end": 360.84, "word": " للمعروف", "probability": 0.72509765625}, {"start": 360.84, "end": 361.2, "word": " ده،", "probability": 0.7714029947916666}, {"start": 361.2, "end": 361.92, "word": " بيعجبني", "probability": 0.855517578125}, {"start": 361.92, "end": 363.42, "word": " الدكتورة", "probability": 0.89365234375}, {"start": 363.42, "end": 363.9, "word": " السلسة", "probability": 0.72943115234375}, {"start": 363.9, "end": 364.28, "word": " جدا", "probability": 0.976806640625}, {"start": 364.28, "end": 364.64, "word": " في", "probability": 0.96142578125}, {"start": 364.64, "end": 365.84, "word": " تعاملها", "probability": 0.9644775390625}, {"start": 365.84, "end": 365.96, "word": " مع", "probability": 0.99560546875}, {"start": 365.96, "end": 366.62, "word": " الطالبات،", "probability": 0.90693359375}, {"start": 366.62, "end": 366.76, "word": " عشان", "probability": 0.7933756510416666}, {"start": 366.76, "end": 366.88, "word": " مع", "probability": 0.41259765625}, {"start": 366.88, "end": 367.06, "word": " أنتوا", "probability": 0.685546875}, {"start": 367.06, "end": 367.52, "word": " أصدقاء،", "probability": 0.8535970052083334}, {"start": 367.52, "end": 367.9, "word": " طالبات", "probability": 0.954345703125}, {"start": 367.9, "end": 368.38, "word": " إيش،", "probability": 0.7337646484375}, {"start": 368.38, "end": 368.66, "word": " دكتور", "probability": 0.8389892578125}, {"start": 368.66, "end": 369.02, "word": " إيش،", "probability": 0.9168701171875}, {"start": 369.02, "end": 369.24, "word": " أنتوا", "probability": 0.8297526041666666}, {"start": 369.24, "end": 369.68, "word": " صديقان", "probability": 0.853515625}], "temperature": 1.0}, {"id": 14, "seek": 39035, "start": 370.73, "end": 390.35, "text": "ومتفهمة لنا، لكن أعتقد أنه يوجد بعض استخفاف بقدرات البنات بعنش والله أنا متشعرته هنا استخفتني كله سمح الله أنا بتعامل معاكم كصديقات وكناس مسئولة، انخلصين بكل ورسوا بنحييهم لأنهم تابعوا تطوير أنفسهم في مجال العلم", "tokens": [20498, 2655, 5172, 16095, 3660, 5296, 8315, 12399, 44381, 5551, 34268, 28543, 14739, 3224, 7251, 29245, 3215, 45030, 11242, 44713, 9778, 5172, 31845, 4724, 28543, 2288, 9307, 29739, 8315, 2655, 4724, 3615, 1863, 8592, 16070, 43761, 41850, 44650, 8592, 3615, 2288, 47395, 34105, 44713, 9778, 5172, 2655, 22653, 28242, 3224, 8608, 2304, 5016, 21984, 41850, 39894, 3615, 10943, 1211, 20449, 995, 24793, 9122, 9381, 16254, 4587, 9307, 4032, 4117, 8315, 3794, 47524, 19986, 12610, 3660, 12399, 16472, 9778, 1211, 9381, 9957, 4724, 28820, 4032, 2288, 3794, 14407, 44945, 5016, 1829, 1829, 16095, 5296, 33456, 16095, 6055, 16758, 3615, 14407, 6055, 9566, 2407, 13546, 14739, 36178, 16095, 8978, 3714, 7435, 6027, 18863, 19528], "avg_logprob": -0.23935288243589148, "compression_ratio": 1.775229357798165, "no_speech_prob": 4.547834396362305e-05, "words": [{"start": 370.73, "end": 371.65, "word": "ومتفهمة", "probability": 0.8533203125}, {"start": 371.65, "end": 372.53, "word": " لنا،", "probability": 0.8317057291666666}, {"start": 372.53, "end": 373.09, "word": " لكن", "probability": 0.98388671875}, {"start": 373.09, "end": 373.57, "word": " أعتقد", "probability": 0.8914388020833334}, {"start": 373.57, "end": 373.87, "word": " أنه", "probability": 0.74365234375}, {"start": 373.87, "end": 374.15, "word": " يوجد", "probability": 0.9742838541666666}, {"start": 374.15, "end": 374.43, "word": " بعض", "probability": 0.97265625}, {"start": 374.43, "end": 375.05, "word": " استخفاف", "probability": 0.80535888671875}, {"start": 375.05, "end": 375.59, "word": " بقدرات", "probability": 0.925048828125}, {"start": 375.59, "end": 376.13, "word": " البنات", "probability": 0.9798177083333334}, {"start": 376.13, "end": 378.05, "word": " بعنش", "probability": 0.467498779296875}, {"start": 378.05, "end": 378.25, "word": " والله", "probability": 0.72509765625}, {"start": 378.25, "end": 378.41, "word": " أنا", "probability": 0.45556640625}, {"start": 378.41, "end": 379.27, "word": " متشعرته", "probability": 0.68984375}, {"start": 379.27, "end": 379.45, "word": " هنا", "probability": 0.8486328125}, {"start": 379.45, "end": 380.07, "word": " استخفتني", "probability": 0.875390625}, {"start": 380.07, "end": 380.31, "word": " كله", "probability": 0.4140625}, {"start": 380.31, "end": 380.53, "word": " سمح", "probability": 0.91748046875}, {"start": 380.53, "end": 380.77, "word": " الله", "probability": 0.7939453125}, {"start": 380.77, "end": 381.97, "word": " أنا", "probability": 0.86572265625}, {"start": 381.97, "end": 382.37, "word": " بتعامل", "probability": 0.9234619140625}, {"start": 382.37, "end": 382.59, "word": " معاكم", "probability": 0.9474283854166666}, {"start": 382.59, "end": 383.37, "word": " كصديقات", "probability": 0.971484375}, {"start": 383.37, "end": 384.15, "word": " وكناس", "probability": 0.8787841796875}, {"start": 384.15, "end": 385.13, "word": " مسئولة،", "probability": 0.87216796875}, {"start": 385.13, "end": 385.97, "word": " انخلصين", "probability": 0.7339599609375}, {"start": 385.97, "end": 386.71, "word": " بكل", "probability": 0.468017578125}, {"start": 386.71, "end": 387.03, "word": " ورسوا", "probability": 0.63885498046875}, {"start": 387.03, "end": 387.65, "word": " بنحييهم", "probability": 0.783740234375}, {"start": 387.65, "end": 388.09, "word": " لأنهم", "probability": 0.8518880208333334}, {"start": 388.09, "end": 388.89, "word": " تابعوا", "probability": 0.9625244140625}, {"start": 388.89, "end": 389.17, "word": " تطوير", "probability": 0.742431640625}, {"start": 389.17, "end": 389.61, "word": " أنفسهم", "probability": 0.951171875}, {"start": 389.61, "end": 389.73, "word": " في", "probability": 0.9697265625}, {"start": 389.73, "end": 390.03, "word": " مجال", "probability": 0.9441731770833334}, {"start": 390.03, "end": 390.35, "word": " العلم", "probability": 0.989990234375}], "temperature": 1.0}, {"id": 15, "seek": 41684, "start": 390.92, "end": 416.84, "text": "وهيهم غيروا تخصصاتهم في ال bachelor's وكملوا معانا في داقة الأعمال، ماجستير داقة الأعمال فمسألة الاستخفاف يعني ممكن إنسان يصبر تصبر اللي أمامه زي ما هناخد مع بعض في شرط الاقتصاد يفسروا يكون تفسيرهم مش صحيح زي ما تحكي كلمة بعفوية و تلاقي الناس يفسروها جدا فمسألة الاستخفاف قسمها الله لا باستخف فيك ولا في غيرك لكن وجهة نظر وانا اش باحترم", "tokens": [2407, 3224, 1829, 16095, 32771, 13546, 14407, 6055, 9778, 9381, 9381, 9307, 16095, 8978, 2423, 25947, 311, 4032, 24793, 1211, 14407, 20449, 7649, 995, 8978, 11778, 995, 28671, 16247, 25957, 6027, 12399, 3714, 26108, 14851, 13546, 11778, 995, 28671, 16247, 25957, 6027, 6156, 2304, 3794, 10721, 37977, 42963, 14851, 9778, 5172, 31845, 37495, 22653, 3714, 43020, 36145, 3794, 7649, 7251, 9381, 26890, 6055, 9381, 26890, 13672, 1829, 5551, 2304, 10943, 3224, 30767, 1829, 19446, 8032, 1863, 47283, 3215, 20449, 45030, 11242, 8978, 13412, 2288, 9566, 42963, 38149, 9381, 18513, 7251, 36178, 2288, 14407, 7251, 30544, 6055, 36178, 13546, 16095, 37893, 20328, 5016, 1829, 5016, 30767, 1829, 19446, 6055, 5016, 4117, 1829, 9122, 19528, 3660, 45030, 5172, 2407, 10632, 4032, 6055, 15040, 38436, 2423, 8315, 3794, 7251, 36178, 2288, 2407, 11296, 10874, 28259, 6156, 2304, 3794, 10721, 37977, 42963, 14851, 9778, 5172, 31845, 12174, 38251, 11296, 21984, 20193, 4724, 995, 14851, 9778, 5172, 8978, 4117, 49429, 8978, 32771, 13546, 4117, 44381, 49610, 3224, 3660, 8717, 19913, 2288, 4032, 7649, 995, 1975, 8592, 4724, 995, 33753, 2288, 2304], "avg_logprob": -0.22951976997030657, "compression_ratio": 1.9769736842105263, "no_speech_prob": 7.271766662597656e-06, "words": [{"start": 390.92, "end": 391.66, "word": "وهيهم", "probability": 0.7607421875}, {"start": 391.66, "end": 392.38, "word": " غيروا", "probability": 0.9580078125}, {"start": 392.38, "end": 393.06, "word": " تخصصاتهم", "probability": 0.8957926432291666}, {"start": 393.06, "end": 393.2, "word": " في", "probability": 0.86962890625}, {"start": 393.2, "end": 393.22, "word": " ال", "probability": 0.88720703125}, {"start": 393.22, "end": 393.68, "word": " bachelor's", "probability": 0.625732421875}, {"start": 393.68, "end": 394.04, "word": " وكملوا", "probability": 0.9549560546875}, {"start": 394.04, "end": 394.54, "word": " معانا", "probability": 0.96875}, {"start": 394.54, "end": 395.36, "word": " في", "probability": 0.931640625}, {"start": 395.36, "end": 395.6, "word": " داقة", "probability": 0.4139811197916667}, {"start": 395.6, "end": 396.16, "word": " الأعمال،", "probability": 0.690673828125}, {"start": 396.16, "end": 396.48, "word": " ماجستير", "probability": 0.572601318359375}, {"start": 396.48, "end": 396.66, "word": " داقة", "probability": 0.9851888020833334}, {"start": 396.66, "end": 397.1, "word": " الأعمال", "probability": 0.97900390625}, {"start": 397.1, "end": 397.88, "word": " فمسألة", "probability": 0.7562255859375}, {"start": 397.88, "end": 398.54, "word": " الاستخفاف", "probability": 0.93203125}, {"start": 398.54, "end": 398.82, "word": " يعني", "probability": 0.755615234375}, {"start": 398.82, "end": 399.1, "word": " ممكن", "probability": 0.96630859375}, {"start": 399.1, "end": 399.42, "word": " إنسان", "probability": 0.823486328125}, {"start": 399.42, "end": 399.74, "word": " يصبر", "probability": 0.6134440104166666}, {"start": 399.74, "end": 400.34, "word": " تصبر", "probability": 0.9161783854166666}, {"start": 400.34, "end": 400.92, "word": " اللي", "probability": 0.92919921875}, {"start": 400.92, "end": 401.6, "word": " أمامه", "probability": 0.9326171875}, {"start": 401.6, "end": 401.88, "word": " زي", "probability": 0.8359375}, {"start": 401.88, "end": 401.94, "word": " ما", "probability": 0.96337890625}, {"start": 401.94, "end": 402.26, "word": " هناخد", "probability": 0.9635009765625}, {"start": 402.26, "end": 402.38, "word": " مع", "probability": 0.98046875}, {"start": 402.38, "end": 402.64, "word": " بعض", "probability": 0.99462890625}, {"start": 402.64, "end": 402.98, "word": " في", "probability": 0.99072265625}, {"start": 402.98, "end": 403.58, "word": " شرط", "probability": 0.6423746744791666}, {"start": 403.58, "end": 404.28, "word": " الاقتصاد", "probability": 0.7855224609375}, {"start": 404.28, "end": 405.68, "word": " يفسروا", "probability": 0.958740234375}, {"start": 405.68, "end": 405.94, "word": " يكون", "probability": 0.743408203125}, {"start": 405.94, "end": 406.32, "word": " تفسيرهم", "probability": 0.9267578125}, {"start": 406.32, "end": 406.42, "word": " مش", "probability": 0.85595703125}, {"start": 406.42, "end": 407.14, "word": " صحيح", "probability": 0.98583984375}, {"start": 407.14, "end": 407.48, "word": " زي", "probability": 0.903076171875}, {"start": 407.48, "end": 407.54, "word": " ما", "probability": 0.76220703125}, {"start": 407.54, "end": 407.82, "word": " تحكي", "probability": 0.988525390625}, {"start": 407.82, "end": 408.62, "word": " كلمة", "probability": 0.9656575520833334}, {"start": 408.62, "end": 409.24, "word": " بعفوية", "probability": 0.9185791015625}, {"start": 409.24, "end": 409.38, "word": " و", "probability": 0.85791015625}, {"start": 409.38, "end": 409.56, "word": " تلاقي", "probability": 0.8846028645833334}, {"start": 409.56, "end": 409.76, "word": " الناس", "probability": 0.9845377604166666}, {"start": 409.76, "end": 410.12, "word": " يفسروها", "probability": 0.7026611328125}, {"start": 410.12, "end": 410.36, "word": " جدا", "probability": 0.812255859375}, {"start": 410.36, "end": 411.88, "word": " فمسألة", "probability": 0.96884765625}, {"start": 411.88, "end": 412.36, "word": " الاستخفاف", "probability": 0.990625}, {"start": 412.36, "end": 412.72, "word": " قسمها", "probability": 0.678466796875}, {"start": 412.72, "end": 412.92, "word": " الله", "probability": 0.76513671875}, {"start": 412.92, "end": 413.1, "word": " لا", "probability": 0.72900390625}, {"start": 413.1, "end": 413.54, "word": " باستخف", "probability": 0.86025390625}, {"start": 413.54, "end": 413.8, "word": " فيك", "probability": 0.810302734375}, {"start": 413.8, "end": 413.94, "word": " ولا", "probability": 0.9150390625}, {"start": 413.94, "end": 414.08, "word": " في", "probability": 0.80810546875}, {"start": 414.08, "end": 414.46, "word": " غيرك", "probability": 0.984375}, {"start": 414.46, "end": 415.18, "word": " لكن", "probability": 0.697265625}, {"start": 415.18, "end": 415.54, "word": " وجهة", "probability": 0.6451822916666666}, {"start": 415.54, "end": 415.78, "word": " نظر", "probability": 0.90380859375}, {"start": 415.78, "end": 416.04, "word": " وانا", "probability": 0.46435546875}, {"start": 416.04, "end": 416.26, "word": " اش", "probability": 0.673828125}, {"start": 416.26, "end": 416.84, "word": " باحترم", "probability": 0.779833984375}], "temperature": 1.0}, {"id": 16, "seek": 44051, "start": 418.31, "end": 440.51, "text": "اليوم ان شاء الله .. شكرا على الكلام اللي كتبته و شكرا لله لإن احنا قدرنا نحقق و نكسبكوا مهارات دراسة هدأ المسار لسه أمارنا عدة .. لسه أمارنا مشوار بعد ما قطعنا نصف المادة ان شاء الله بتكونوا صورة أعمق على هذه المحاضرة اليوم ان شاء الله زي ما هو أمارنا على الصبورة هنكون مع طالبة ريمة مهدي", "tokens": [6027, 1829, 20498, 16472, 13412, 16606, 21984, 4386, 13412, 4117, 23557, 15844, 2423, 28820, 10943, 13672, 1829, 9122, 2655, 3555, 47395, 4032, 13412, 4117, 23557, 24976, 3224, 5296, 28814, 1863, 1975, 5016, 8315, 12174, 3215, 2288, 8315, 8717, 5016, 4587, 4587, 4032, 8717, 4117, 35457, 4117, 14407, 3714, 3224, 9640, 9307, 11778, 23557, 3794, 3660, 8032, 3215, 10721, 9673, 3794, 9640, 5296, 3794, 3224, 5551, 2304, 9640, 8315, 6225, 41891, 4386, 5296, 3794, 3224, 5551, 2304, 9640, 8315, 37893, 2407, 9640, 39182, 19446, 12174, 9566, 3615, 8315, 8717, 9381, 5172, 9673, 18513, 3660, 16472, 13412, 16606, 21984, 39894, 30544, 14407, 20328, 13063, 3660, 5551, 25957, 4587, 15844, 29538, 9673, 5016, 46958, 25720, 45595, 20498, 16472, 13412, 16606, 21984, 30767, 1829, 19446, 31439, 5551, 2304, 9640, 8315, 15844, 31767, 3555, 13063, 3660, 8032, 1863, 30544, 20449, 23032, 6027, 49401, 12602, 32640, 3660, 3714, 3224, 16254], "avg_logprob": -0.20614224302357642, "compression_ratio": 2.1147540983606556, "no_speech_prob": 1.9669532775878906e-06, "words": [{"start": 418.31, "end": 418.69, "word": "اليوم", "probability": 0.9913736979166666}, {"start": 418.69, "end": 418.85, "word": " ان", "probability": 0.48486328125}, {"start": 418.85, "end": 419.01, "word": " شاء", "probability": 0.97314453125}, {"start": 419.01, "end": 419.19, "word": " الله", "probability": 0.96533203125}, {"start": 419.19, "end": 419.53, "word": " ..", "probability": 0.2607421875}, {"start": 419.53, "end": 419.79, "word": " شكرا", "probability": 0.74951171875}, {"start": 419.79, "end": 419.89, "word": " على", "probability": 0.49365234375}, {"start": 419.89, "end": 420.13, "word": " الكلام", "probability": 0.8294270833333334}, {"start": 420.13, "end": 420.23, "word": " اللي", "probability": 0.925048828125}, {"start": 420.23, "end": 420.73, "word": " كتبته", "probability": 0.82293701171875}, {"start": 420.73, "end": 420.85, "word": " و", "probability": 0.424560546875}, {"start": 420.85, "end": 421.11, "word": " شكرا", "probability": 0.81640625}, {"start": 421.11, "end": 421.41, "word": " لله", "probability": 0.83837890625}, {"start": 421.41, "end": 421.63, "word": " لإن", "probability": 0.7879231770833334}, {"start": 421.63, "end": 421.81, "word": " احنا", "probability": 0.7849934895833334}, {"start": 421.81, "end": 422.07, "word": " قدرنا", "probability": 0.9051513671875}, {"start": 422.07, "end": 422.61, "word": " نحقق", "probability": 0.98486328125}, {"start": 422.61, "end": 423.23, "word": " و", "probability": 0.96142578125}, {"start": 423.23, "end": 423.67, "word": " نكسبكوا", "probability": 0.8640625}, {"start": 423.67, "end": 424.21, "word": " مهارات", "probability": 0.990234375}, {"start": 424.21, "end": 425.05, "word": " دراسة", "probability": 0.9906005859375}, {"start": 425.05, "end": 425.41, "word": " هدأ", "probability": 0.748046875}, {"start": 425.41, "end": 425.85, "word": " المسار", "probability": 0.5469563802083334}, {"start": 425.85, "end": 426.99, "word": " لسه", "probability": 0.9026692708333334}, {"start": 426.99, "end": 427.35, "word": " أمارنا", "probability": 0.72760009765625}, {"start": 427.35, "end": 427.71, "word": " عدة", "probability": 0.861083984375}, {"start": 427.71, "end": 427.85, "word": " ..", "probability": 0.73828125}, {"start": 427.85, "end": 428.07, "word": " لسه", "probability": 0.9921875}, {"start": 428.07, "end": 428.29, "word": " أمارنا", "probability": 0.9605712890625}, {"start": 428.29, "end": 429.27, "word": " مشوار", "probability": 0.9401041666666666}, {"start": 429.27, "end": 430.47, "word": " بعد", "probability": 0.88623046875}, {"start": 430.47, "end": 430.59, "word": " ما", "probability": 0.9521484375}, {"start": 430.59, "end": 430.89, "word": " قطعنا", "probability": 0.904541015625}, {"start": 430.89, "end": 431.21, "word": " نصف", "probability": 0.8308919270833334}, {"start": 431.21, "end": 431.93, "word": " المادة", "probability": 0.9641927083333334}, {"start": 431.93, "end": 432.45, "word": " ان", "probability": 0.43310546875}, {"start": 432.45, "end": 432.61, "word": " شاء", "probability": 0.9912109375}, {"start": 432.61, "end": 432.89, "word": " الله", "probability": 0.9462890625}, {"start": 432.89, "end": 434.29, "word": " بتكونوا", "probability": 0.8828125}, {"start": 434.29, "end": 434.95, "word": " صورة", "probability": 0.9928385416666666}, {"start": 434.95, "end": 435.67, "word": " أعمق", "probability": 0.89990234375}, {"start": 435.67, "end": 435.91, "word": " على", "probability": 0.90283203125}, {"start": 435.91, "end": 436.31, "word": " هذه", "probability": 0.81494140625}, {"start": 436.31, "end": 437.07, "word": " المحاضرة", "probability": 0.84393310546875}, {"start": 437.07, "end": 437.75, "word": " اليوم", "probability": 0.944580078125}, {"start": 437.75, "end": 437.87, "word": " ان", "probability": 0.81689453125}, {"start": 437.87, "end": 438.01, "word": " شاء", "probability": 0.9912109375}, {"start": 438.01, "end": 438.09, "word": " الله", "probability": 0.96484375}, {"start": 438.09, "end": 438.29, "word": " زي", "probability": 0.861572265625}, {"start": 438.29, "end": 438.33, "word": " ما", "probability": 0.91650390625}, {"start": 438.33, "end": 438.39, "word": " هو", "probability": 0.6669921875}, {"start": 438.39, "end": 438.61, "word": " أمارنا", "probability": 0.8026123046875}, {"start": 438.61, "end": 438.73, "word": " على", "probability": 0.6513671875}, {"start": 438.73, "end": 439.17, "word": " الصبورة", "probability": 0.7900390625}, {"start": 439.17, "end": 439.47, "word": " هنكون", "probability": 0.7706705729166666}, {"start": 439.47, "end": 439.61, "word": " مع", "probability": 0.986328125}, {"start": 439.61, "end": 439.93, "word": " طالبة", "probability": 0.8463541666666666}, {"start": 439.93, "end": 440.19, "word": " ريمة", "probability": 0.3821004231770833}, {"start": 440.19, "end": 440.51, "word": " مهدي", "probability": 0.91064453125}], "temperature": 1.0}, {"id": 17, "seek": 44651, "start": 441.45, "end": 446.51, "text": "في موضوع Strategy Management أحد مواضيع إدارة الأعمال، تفضل يا أستاذ علينا", "tokens": [41185, 3714, 2407, 11242, 45367, 40915, 14781, 5551, 24401, 3714, 2407, 46958, 40228, 11933, 3215, 9640, 3660, 16247, 25957, 6027, 12399, 6055, 5172, 11242, 1211, 35186, 5551, 14851, 45636, 25894, 8315], "avg_logprob": -0.23596191639080644, "compression_ratio": 1.072072072072072, "no_speech_prob": 2.1159648895263672e-05, "words": [{"start": 441.45, "end": 441.69, "word": "في", "probability": 0.91015625}, {"start": 441.69, "end": 442.09, "word": " موضوع", "probability": 0.9967041015625}, {"start": 442.09, "end": 442.55, "word": " Strategy", "probability": 0.82861328125}, {"start": 442.55, "end": 443.07, "word": " Management", "probability": 0.86767578125}, {"start": 443.07, "end": 443.51, "word": " أحد", "probability": 0.76953125}, {"start": 443.51, "end": 443.95, "word": " مواضيع", "probability": 0.9727783203125}, {"start": 443.95, "end": 444.47, "word": " إدارة", "probability": 0.98486328125}, {"start": 444.47, "end": 445.49, "word": " الأعمال،", "probability": 0.8018798828125}, {"start": 445.49, "end": 445.85, "word": " تفضل", "probability": 0.6661376953125}, {"start": 445.85, "end": 445.95, "word": " يا", "probability": 0.89453125}, {"start": 445.95, "end": 446.19, "word": " أستاذ", "probability": 0.8128255208333334}, {"start": 446.19, "end": 446.51, "word": " علينا", "probability": 0.52484130859375}], "temperature": 1.0}, {"id": 18, "seek": 48483, "start": 457.01, "end": 484.83, "text": "أبدأش؟ تفضلي أه السلام عليكم كيف حالكم؟ ان شاء الله تكونوا أصبحتوا بأحسن حال بداية قبل ما أبدأ بالعرض حابة أسأل سؤال يعني بيجي على بالنا كلنا قبل السؤال يا ريمة عافينا بنفسك أنا ريمة مهدي خرجت هندسة مدنية الجامعة الإسلامية و بدرس MBA ممتاز إيش خلّك تغير من هندسة ل .. يعني تغير توجهك لكم ال MBA؟", "tokens": [10721, 44510, 10721, 8592, 22807, 6055, 5172, 11242, 20292, 5551, 3224, 21136, 37440, 25894, 24793, 9122, 33911, 11331, 6027, 24793, 22807, 16472, 13412, 16606, 21984, 6055, 30544, 14407, 5551, 9381, 3555, 33753, 14407, 4724, 10721, 5016, 3794, 1863, 11331, 6027, 4724, 28259, 10632, 12174, 36150, 19446, 5551, 44510, 10721, 20666, 3615, 43042, 11331, 16758, 3660, 5551, 3794, 10721, 1211, 8608, 33604, 6027, 37495, 22653, 4724, 1829, 7435, 1829, 15844, 20666, 8315, 28242, 8315, 12174, 36150, 21136, 33604, 6027, 35186, 12602, 32640, 3660, 6225, 31845, 1829, 8315, 44945, 36178, 4117, 41850, 12602, 32640, 3660, 3714, 3224, 16254, 16490, 47341, 2655, 8032, 41260, 3794, 3660, 3714, 3215, 1863, 10632, 25724, 10943, 27884, 33688, 3794, 37440, 10632, 4032, 47525, 2288, 3794, 26674, 3714, 2304, 2655, 31377, 11933, 1829, 8592, 16490, 1211, 11703, 4117, 6055, 17082, 13546, 9154, 8032, 41260, 3794, 3660, 5296, 4386, 37495, 22653, 6055, 17082, 13546, 6055, 29245, 3224, 4117, 5296, 24793, 2423, 26674, 22807], "avg_logprob": -0.21411290207216815, "compression_ratio": 1.8683274021352314, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 457.01, "end": 457.63, "word": "أبدأش؟", "probability": 0.6122802734375}, {"start": 457.63, "end": 457.93, "word": " تفضلي", "probability": 0.708251953125}, {"start": 457.93, "end": 458.17, "word": " أه", "probability": 0.77587890625}, {"start": 458.17, "end": 459.09, "word": " السلام", "probability": 0.933349609375}, {"start": 459.09, "end": 459.75, "word": " عليكم", "probability": 0.947265625}, {"start": 459.75, "end": 460.49, "word": " كيف", "probability": 0.8271484375}, {"start": 460.49, "end": 461.11, "word": " حالكم؟", "probability": 0.817138671875}, {"start": 461.11, "end": 461.23, "word": " ان", "probability": 0.423583984375}, {"start": 461.23, "end": 461.33, "word": " شاء", "probability": 0.975830078125}, {"start": 461.33, "end": 461.37, "word": " الله", "probability": 0.9609375}, {"start": 461.37, "end": 461.91, "word": " تكونوا", "probability": 0.7906087239583334}, {"start": 461.91, "end": 462.49, "word": " أصبحتوا", "probability": 0.89638671875}, {"start": 462.49, "end": 462.89, "word": " بأحسن", "probability": 0.969921875}, {"start": 462.89, "end": 463.35, "word": " حال", "probability": 0.99267578125}, {"start": 463.35, "end": 464.95, "word": " بداية", "probability": 0.880859375}, {"start": 464.95, "end": 465.39, "word": " قبل", "probability": 0.97119140625}, {"start": 465.39, "end": 465.51, "word": " ما", "probability": 0.947265625}, {"start": 465.51, "end": 465.85, "word": " أبدأ", "probability": 0.880859375}, {"start": 465.85, "end": 466.45, "word": " بالعرض", "probability": 0.9798177083333334}, {"start": 466.45, "end": 467.39, "word": " حابة", "probability": 0.7639973958333334}, {"start": 467.39, "end": 467.77, "word": " أسأل", "probability": 0.935546875}, {"start": 467.77, "end": 468.23, "word": " سؤال", "probability": 0.99609375}, {"start": 468.23, "end": 468.53, "word": " يعني", "probability": 0.946044921875}, {"start": 468.53, "end": 468.89, "word": " بيجي", "probability": 0.9713134765625}, {"start": 468.89, "end": 469.05, "word": " على", "probability": 0.93212890625}, {"start": 469.05, "end": 469.45, "word": " بالنا", "probability": 0.73193359375}, {"start": 469.45, "end": 469.79, "word": " كلنا", "probability": 0.94140625}, {"start": 469.79, "end": 470.21, "word": " قبل", "probability": 0.6834716796875}, {"start": 470.21, "end": 470.63, "word": " السؤال", "probability": 0.9962565104166666}, {"start": 470.63, "end": 470.83, "word": " يا", "probability": 0.96923828125}, {"start": 470.83, "end": 471.11, "word": " ريمة", "probability": 0.6800130208333334}, {"start": 471.11, "end": 471.95, "word": " عافينا", "probability": 0.54962158203125}, {"start": 471.95, "end": 472.41, "word": " بنفسك", "probability": 0.8885091145833334}, {"start": 472.41, "end": 473.11, "word": " أنا", "probability": 0.890625}, {"start": 473.11, "end": 474.19, "word": " ريمة", "probability": 0.9443359375}, {"start": 474.19, "end": 474.55, "word": " مهدي", "probability": 0.8919270833333334}, {"start": 474.55, "end": 475.39, "word": " خرجت", "probability": 0.7442220052083334}, {"start": 475.39, "end": 476.07, "word": " هندسة", "probability": 0.984130859375}, {"start": 476.07, "end": 476.47, "word": " مدنية", "probability": 0.9638671875}, {"start": 476.47, "end": 476.81, "word": " الجامعة", "probability": 0.8577473958333334}, {"start": 476.81, "end": 477.47, "word": " الإسلامية", "probability": 0.956298828125}, {"start": 477.47, "end": 477.67, "word": " و", "probability": 0.80029296875}, {"start": 477.67, "end": 478.19, "word": " بدرس", "probability": 0.9314778645833334}, {"start": 478.19, "end": 478.95, "word": " MBA", "probability": 0.64794921875}, {"start": 478.95, "end": 480.13, "word": " ممتاز", "probability": 0.9322509765625}, {"start": 480.13, "end": 480.37, "word": " إيش", "probability": 0.7298177083333334}, {"start": 480.37, "end": 480.69, "word": " خلّك", "probability": 0.7718505859375}, {"start": 480.69, "end": 481.03, "word": " تغير", "probability": 0.8763020833333334}, {"start": 481.03, "end": 481.17, "word": " من", "probability": 0.94384765625}, {"start": 481.17, "end": 481.77, "word": " هندسة", "probability": 0.9852294921875}, {"start": 481.77, "end": 481.95, "word": " ل", "probability": 0.294189453125}, {"start": 481.95, "end": 482.15, "word": " ..", "probability": 0.67333984375}, {"start": 482.15, "end": 482.35, "word": " يعني", "probability": 0.834716796875}, {"start": 482.35, "end": 482.69, "word": " تغير", "probability": 0.9646809895833334}, {"start": 482.69, "end": 483.73, "word": " توجهك", "probability": 0.6800537109375}, {"start": 483.73, "end": 484.17, "word": " لكم", "probability": 0.4752197265625}, {"start": 484.17, "end": 484.27, "word": " ال", "probability": 0.61474609375}, {"start": 484.27, "end": 484.83, "word": " MBA؟", "probability": 0.836669921875}], "temperature": 1.0}, {"id": 19, "seek": 50805, "start": 485.07, "end": 508.05, "text": "صراحة أنا طبيعة شغلي يمكن فرضت عليّ أنه أنا أشتغل شغل إداري وحسيت حالي أنه أنا م .. لقي حالي أكتر في الإدارة حبيتها درستوش في ال .. ال .. درسنا .. درسنا عقود، إدارة عقود مثلا درسنا .. بس كلها إلها علاقة بمشاريع هندسية مش بال .. مش بالأعمال ممتاز، حضري", "tokens": [9381, 23557, 5016, 3660, 41850, 23032, 21292, 27884, 13412, 17082, 20292, 7251, 43020, 6156, 43042, 2655, 25894, 11703, 14739, 3224, 41850, 5551, 8592, 2655, 17082, 1211, 13412, 17082, 1211, 11933, 3215, 9640, 1829, 4032, 5016, 3794, 36081, 11331, 6027, 1829, 14739, 3224, 41850, 3714, 4386, 5296, 38436, 11331, 6027, 1829, 5551, 4117, 2655, 2288, 8978, 33688, 3215, 9640, 3660, 11331, 21292, 2655, 11296, 11778, 2288, 14851, 2407, 8592, 8978, 2423, 4386, 2423, 4386, 11778, 2288, 3794, 8315, 4386, 11778, 2288, 3794, 8315, 6225, 4587, 23328, 12399, 11933, 3215, 9640, 3660, 6225, 4587, 23328, 50113, 15040, 11778, 2288, 3794, 8315, 4386, 4724, 3794, 28242, 11296, 11933, 1211, 11296, 11203, 995, 28671, 4724, 2304, 8592, 9640, 40228, 8032, 41260, 3794, 10632, 37893, 20666, 4386, 37893, 20666, 10721, 25957, 6027, 3714, 2304, 2655, 31377, 12399, 11331, 11242, 16572], "avg_logprob": -0.1910615827449981, "compression_ratio": 2.0324074074074074, "no_speech_prob": 0.0, "words": [{"start": 485.07, "end": 486.03, "word": "صراحة", "probability": 0.949462890625}, {"start": 486.03, "end": 486.29, "word": " أنا", "probability": 0.8154296875}, {"start": 486.29, "end": 486.89, "word": " طبيعة", "probability": 0.9191080729166666}, {"start": 486.89, "end": 487.21, "word": " شغلي", "probability": 0.9381510416666666}, {"start": 487.21, "end": 487.51, "word": " يمكن", "probability": 0.7027587890625}, {"start": 487.51, "end": 487.95, "word": " فرضت", "probability": 0.9892578125}, {"start": 487.95, "end": 488.25, "word": " عليّ", "probability": 0.540283203125}, {"start": 488.25, "end": 488.51, "word": " أنه", "probability": 0.676025390625}, {"start": 488.51, "end": 488.69, "word": " أنا", "probability": 0.6171875}, {"start": 488.69, "end": 489.07, "word": " أشتغل", "probability": 0.98564453125}, {"start": 489.07, "end": 489.35, "word": " شغل", "probability": 0.98388671875}, {"start": 489.35, "end": 489.93, "word": " إداري", "probability": 0.9298095703125}, {"start": 489.93, "end": 490.77, "word": " وحسيت", "probability": 0.7320556640625}, {"start": 490.77, "end": 491.05, "word": " حالي", "probability": 0.9716796875}, {"start": 491.05, "end": 491.29, "word": " أنه", "probability": 0.62060546875}, {"start": 491.29, "end": 491.35, "word": " أنا", "probability": 0.6103515625}, {"start": 491.35, "end": 491.45, "word": " م", "probability": 0.4912109375}, {"start": 491.45, "end": 491.75, "word": " ..", "probability": 0.481201171875}, {"start": 491.75, "end": 492.21, "word": " لقي", "probability": 0.6083984375}, {"start": 492.21, "end": 492.55, "word": " حالي", "probability": 0.98681640625}, {"start": 492.55, "end": 492.91, "word": " أكتر", "probability": 0.98388671875}, {"start": 492.91, "end": 493.11, "word": " في", "probability": 0.9638671875}, {"start": 493.11, "end": 493.89, "word": " الإدارة", "probability": 0.9908447265625}, {"start": 493.89, "end": 494.47, "word": " حبيتها", "probability": 0.8287353515625}, {"start": 494.47, "end": 495.07, "word": " درستوش", "probability": 0.799658203125}, {"start": 495.07, "end": 495.17, "word": " في", "probability": 0.841796875}, {"start": 495.17, "end": 495.29, "word": " ال", "probability": 0.5361328125}, {"start": 495.29, "end": 495.57, "word": " ..", "probability": 0.332275390625}, {"start": 495.57, "end": 495.97, "word": " ال", "probability": 0.74951171875}, {"start": 495.97, "end": 496.19, "word": " ..", "probability": 0.517578125}, {"start": 496.19, "end": 497.79, "word": " درسنا", "probability": 0.730377197265625}, {"start": 497.79, "end": 497.89, "word": " ..", "probability": 0.90478515625}, {"start": 497.89, "end": 498.47, "word": " درسنا", "probability": 0.989990234375}, {"start": 498.47, "end": 499.05, "word": " عقود،", "probability": 0.864013671875}, {"start": 499.05, "end": 499.35, "word": " إدارة", "probability": 0.9912109375}, {"start": 499.35, "end": 499.65, "word": " عقود", "probability": 0.98583984375}, {"start": 499.65, "end": 500.03, "word": " مثلا", "probability": 0.977783203125}, {"start": 500.03, "end": 500.75, "word": " درسنا", "probability": 0.80914306640625}, {"start": 500.75, "end": 501.33, "word": " ..", "probability": 0.890625}, {"start": 501.33, "end": 501.73, "word": " بس", "probability": 0.529541015625}, {"start": 501.73, "end": 501.99, "word": " كلها", "probability": 0.960693359375}, {"start": 501.99, "end": 502.17, "word": " إلها", "probability": 0.684814453125}, {"start": 502.17, "end": 502.57, "word": " علاقة", "probability": 0.9874674479166666}, {"start": 502.57, "end": 503.03, "word": " بمشاريع", "probability": 0.97548828125}, {"start": 503.03, "end": 503.71, "word": " هندسية", "probability": 0.9886474609375}, {"start": 503.71, "end": 504.01, "word": " مش", "probability": 0.82958984375}, {"start": 504.01, "end": 504.31, "word": " بال", "probability": 0.951171875}, {"start": 504.31, "end": 504.77, "word": " ..", "probability": 0.947265625}, {"start": 504.77, "end": 505.03, "word": " مش", "probability": 0.472900390625}, {"start": 505.03, "end": 505.77, "word": " بالأعمال", "probability": 0.988525390625}, {"start": 505.77, "end": 507.69, "word": " ممتاز،", "probability": 0.80380859375}, {"start": 507.69, "end": 508.05, "word": " حضري", "probability": 0.859375}], "temperature": 1.0}, {"id": 20, "seek": 53600, "start": 509.6, "end": 536.0, "text": "خليني أول شي أسأل سؤال أنه احنا أحيانا بنحط افتراضات في بالنا و بنفترض أنه كل هذه الأشياء اللي حاطنعها في بالها راح تتحقق و ممكن يصير العكس و بنفس الوقت في ناس تانية بنقول أنه الشي اللي بيعملوها ده مستحيل أن يوصلهم لمكان زي مثلا نحكي كيف قبل مبتكرة و وين شركة Nokia راحت؟", "tokens": [9778, 1211, 9957, 1829, 5551, 12610, 44049, 5551, 3794, 10721, 1211, 8608, 33604, 6027, 14739, 3224, 1975, 5016, 8315, 5551, 5016, 1829, 7649, 995, 44945, 5016, 9566, 1975, 5172, 2655, 2288, 46958, 9307, 8978, 20666, 8315, 4032, 44945, 5172, 2655, 43042, 14739, 3224, 28242, 29538, 16247, 8592, 1829, 16606, 13672, 1829, 11331, 41193, 1863, 3615, 11296, 8978, 20666, 11296, 12602, 39319, 6055, 2655, 5016, 4587, 4587, 4032, 3714, 43020, 7251, 9381, 13546, 18863, 4117, 3794, 4032, 44945, 36178, 2423, 30543, 2655, 8978, 8717, 32277, 6055, 7649, 10632, 44945, 39648, 14739, 3224, 25124, 1829, 13672, 1829, 4724, 1829, 25957, 1211, 2407, 11296, 11778, 3224, 3714, 14851, 5016, 26895, 14739, 7251, 2407, 36520, 16095, 32767, 41361, 30767, 1829, 50113, 15040, 8717, 5016, 4117, 1829, 9122, 33911, 12174, 36150, 3714, 3555, 2655, 4117, 25720, 4032, 4032, 9957, 13412, 31747, 3660, 43980, 12602, 39319, 2655, 22807], "avg_logprob": -0.13068181401366122, "compression_ratio": 1.8157894736842106, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 509.59999999999997, "end": 510.52, "word": "خليني", "probability": 0.851806640625}, {"start": 510.52, "end": 510.88, "word": " أول", "probability": 0.93798828125}, {"start": 510.88, "end": 511.34, "word": " شي", "probability": 0.89208984375}, {"start": 511.34, "end": 512.02, "word": " أسأل", "probability": 0.8695068359375}, {"start": 512.02, "end": 512.82, "word": " سؤال", "probability": 0.9869791666666666}, {"start": 512.82, "end": 513.26, "word": " أنه", "probability": 0.6343994140625}, {"start": 513.26, "end": 513.5, "word": " احنا", "probability": 0.7890625}, {"start": 513.5, "end": 514.06, "word": " أحيانا", "probability": 0.941796875}, {"start": 514.06, "end": 514.52, "word": " بنحط", "probability": 0.9265950520833334}, {"start": 514.52, "end": 515.36, "word": " افتراضات", "probability": 0.8863118489583334}, {"start": 515.36, "end": 515.52, "word": " في", "probability": 0.830078125}, {"start": 515.52, "end": 515.96, "word": " بالنا", "probability": 0.95654296875}, {"start": 515.96, "end": 516.48, "word": " و", "probability": 0.72705078125}, {"start": 516.48, "end": 517.48, "word": " بنفترض", "probability": 0.7994384765625}, {"start": 517.48, "end": 517.82, "word": " أنه", "probability": 0.5462646484375}, {"start": 517.82, "end": 518.3, "word": " كل", "probability": 0.9580078125}, {"start": 518.3, "end": 518.64, "word": " هذه", "probability": 0.62744140625}, {"start": 518.64, "end": 519.14, "word": " الأشياء", "probability": 0.99267578125}, {"start": 519.14, "end": 519.28, "word": " اللي", "probability": 0.91162109375}, {"start": 519.28, "end": 519.66, "word": " حاطنعها", "probability": 0.71572265625}, {"start": 519.66, "end": 519.78, "word": " في", "probability": 0.955078125}, {"start": 519.78, "end": 520.18, "word": " بالها", "probability": 0.9228515625}, {"start": 520.18, "end": 520.52, "word": " راح", "probability": 0.930419921875}, {"start": 520.52, "end": 521.18, "word": " تتحقق", "probability": 0.9939453125}, {"start": 521.18, "end": 521.98, "word": " و", "probability": 0.93701171875}, {"start": 521.98, "end": 522.26, "word": " ممكن", "probability": 0.9541015625}, {"start": 522.26, "end": 522.58, "word": " يصير", "probability": 0.9777018229166666}, {"start": 522.58, "end": 523.2, "word": " العكس", "probability": 0.9939778645833334}, {"start": 523.2, "end": 523.78, "word": " و", "probability": 0.93359375}, {"start": 523.78, "end": 524.1, "word": " بنفس", "probability": 0.903076171875}, {"start": 524.1, "end": 524.54, "word": " الوقت", "probability": 0.98681640625}, {"start": 524.54, "end": 524.78, "word": " في", "probability": 0.87109375}, {"start": 524.78, "end": 525.34, "word": " ناس", "probability": 0.990234375}, {"start": 525.34, "end": 525.8, "word": " تانية", "probability": 0.87548828125}, {"start": 525.8, "end": 526.24, "word": " بنقول", "probability": 0.9033203125}, {"start": 526.24, "end": 526.74, "word": " أنه", "probability": 0.746337890625}, {"start": 526.74, "end": 527.16, "word": " الشي", "probability": 0.794189453125}, {"start": 527.16, "end": 527.24, "word": " اللي", "probability": 0.7900390625}, {"start": 527.24, "end": 527.76, "word": " بيعملوها", "probability": 0.927734375}, {"start": 527.76, "end": 527.94, "word": " ده", "probability": 0.89697265625}, {"start": 527.94, "end": 528.58, "word": " مستحيل", "probability": 0.9881591796875}, {"start": 528.58, "end": 528.76, "word": " أن", "probability": 0.6396484375}, {"start": 528.76, "end": 529.28, "word": " يوصلهم", "probability": 0.8897705078125}, {"start": 529.28, "end": 529.82, "word": " لمكان", "probability": 0.93603515625}, {"start": 529.82, "end": 530.7, "word": " زي", "probability": 0.848388671875}, {"start": 530.7, "end": 531.16, "word": " مثلا", "probability": 0.985107421875}, {"start": 531.16, "end": 532.38, "word": " نحكي", "probability": 0.9888916015625}, {"start": 532.38, "end": 532.92, "word": " كيف", "probability": 0.97607421875}, {"start": 532.92, "end": 533.22, "word": " قبل", "probability": 0.868896484375}, {"start": 533.22, "end": 533.98, "word": " مبتكرة", "probability": 0.94150390625}, {"start": 533.98, "end": 534.62, "word": " و", "probability": 0.9638671875}, {"start": 534.62, "end": 534.74, "word": " وين", "probability": 0.829345703125}, {"start": 534.74, "end": 535.12, "word": " شركة", "probability": 0.9925130208333334}, {"start": 535.12, "end": 535.38, "word": " Nokia", "probability": 0.7412109375}, {"start": 535.38, "end": 536.0, "word": " راحت؟", "probability": 0.8564453125}], "temperature": 1.0}, {"id": 21, "seek": 56357, "start": 536.37, "end": 563.57, "text": "هلأ لما بنحكي عن شركة Nokia أكيد كلنا كان في يوم من الأيام معانا جهاز ال Nokia كلنا بنعرف أن شركة Nokia من أكبر شركات العالم كانت في الهاتف النقال والمحمول كانت مبيعاتها أعلى نسبة كان في عندها رؤية لمدى بعيد من سنة 1996 لسنة 2006 اكتسحت العالم وسيطرت على السوق بنسبة 20%", "tokens": [3224, 1211, 10721, 5296, 15042, 44945, 5016, 4117, 1829, 18871, 13412, 31747, 3660, 43980, 5551, 4117, 25708, 28242, 8315, 25961, 8978, 7251, 20498, 9154, 16247, 1829, 10943, 20449, 7649, 995, 10874, 3224, 31377, 2423, 43980, 28242, 8315, 44945, 3615, 28480, 14739, 13412, 31747, 3660, 43980, 9154, 5551, 4117, 26890, 13412, 31747, 9307, 18863, 45340, 25961, 2655, 8978, 2423, 3224, 9307, 5172, 28239, 4587, 6027, 16070, 2304, 35571, 12610, 25961, 2655, 3714, 21292, 3615, 9307, 11296, 5551, 3615, 23942, 8717, 35457, 3660, 25961, 8978, 43242, 11296, 12602, 33604, 10632, 32767, 3215, 7578, 45030, 25708, 9154, 8608, 1863, 3660, 22690, 5296, 3794, 1863, 3660, 14062, 1975, 4117, 2655, 3794, 33753, 18863, 45340, 46952, 1829, 9566, 43500, 15844, 21136, 30543, 44945, 35457, 3660, 945, 4], "avg_logprob": -0.09870427071563596, "compression_ratio": 1.8629032258064515, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 536.37, "end": 537.09, "word": "هلأ", "probability": 0.7168782552083334}, {"start": 537.09, "end": 537.37, "word": " لما", "probability": 0.852294921875}, {"start": 537.37, "end": 537.93, "word": " بنحكي", "probability": 0.9339599609375}, {"start": 537.93, "end": 538.23, "word": " عن", "probability": 0.98876953125}, {"start": 538.23, "end": 538.71, "word": " شركة", "probability": 0.99755859375}, {"start": 538.71, "end": 538.97, "word": " Nokia", "probability": 0.78271484375}, {"start": 538.97, "end": 539.31, "word": " أكيد", "probability": 0.9191080729166666}, {"start": 539.31, "end": 539.85, "word": " كلنا", "probability": 0.891357421875}, {"start": 539.85, "end": 540.31, "word": " كان", "probability": 0.95947265625}, {"start": 540.31, "end": 540.45, "word": " في", "probability": 0.97265625}, {"start": 540.45, "end": 540.61, "word": " يوم", "probability": 0.97509765625}, {"start": 540.61, "end": 540.73, "word": " من", "probability": 0.96630859375}, {"start": 540.73, "end": 541.11, "word": " الأيام", "probability": 0.9788411458333334}, {"start": 541.11, "end": 541.77, "word": " معانا", "probability": 0.9892578125}, {"start": 541.77, "end": 542.35, "word": " جهاز", "probability": 0.99462890625}, {"start": 542.35, "end": 542.49, "word": " ال", "probability": 0.6328125}, {"start": 542.49, "end": 542.81, "word": " Nokia", "probability": 0.70458984375}, {"start": 542.81, "end": 543.53, "word": " كلنا", "probability": 0.844482421875}, {"start": 543.53, "end": 543.85, "word": " بنعرف", "probability": 0.9558919270833334}, {"start": 543.85, "end": 544.01, "word": " أن", "probability": 0.515625}, {"start": 544.01, "end": 544.41, "word": " شركة", "probability": 0.9851888020833334}, {"start": 544.41, "end": 544.73, "word": " Nokia", "probability": 0.97265625}, {"start": 544.73, "end": 544.93, "word": " من", "probability": 0.9892578125}, {"start": 544.93, "end": 545.29, "word": " أكبر", "probability": 0.9889322916666666}, {"start": 545.29, "end": 545.81, "word": " شركات", "probability": 0.9853515625}, {"start": 545.81, "end": 546.25, "word": " العالم", "probability": 0.990478515625}, {"start": 546.25, "end": 546.67, "word": " كانت", "probability": 0.986083984375}, {"start": 546.67, "end": 546.87, "word": " في", "probability": 0.9765625}, {"start": 546.87, "end": 547.53, "word": " الهاتف", "probability": 0.94189453125}, {"start": 547.53, "end": 548.11, "word": " النقال", "probability": 0.9763997395833334}, {"start": 548.11, "end": 548.71, "word": " والمحمول", "probability": 0.866455078125}, {"start": 548.71, "end": 549.93, "word": " كانت", "probability": 0.936767578125}, {"start": 549.93, "end": 550.83, "word": " مبيعاتها", "probability": 0.97880859375}, {"start": 550.83, "end": 551.21, "word": " أعلى", "probability": 0.9435221354166666}, {"start": 551.21, "end": 551.91, "word": " نسبة", "probability": 0.994140625}, {"start": 551.91, "end": 552.45, "word": " كان", "probability": 0.77294921875}, {"start": 552.45, "end": 552.61, "word": " في", "probability": 0.8603515625}, {"start": 552.61, "end": 553.21, "word": " عندها", "probability": 0.99658203125}, {"start": 553.21, "end": 553.97, "word": " رؤية", "probability": 0.9763997395833334}, {"start": 553.97, "end": 554.53, "word": " لمدى", "probability": 0.8421223958333334}, {"start": 554.53, "end": 554.97, "word": " بعيد", "probability": 0.9921875}, {"start": 554.97, "end": 555.17, "word": " من", "probability": 0.99365234375}, {"start": 555.17, "end": 555.57, "word": " سنة", "probability": 0.9617513020833334}, {"start": 555.57, "end": 556.35, "word": " 1996", "probability": 0.35107421875}, {"start": 556.35, "end": 558.21, "word": " لسنة", "probability": 0.9716796875}, {"start": 558.21, "end": 559.71, "word": " 2006", "probability": 0.94482421875}, {"start": 559.71, "end": 560.77, "word": " اكتسحت", "probability": 0.8431640625}, {"start": 560.77, "end": 561.27, "word": " العالم", "probability": 0.9951171875}, {"start": 561.27, "end": 561.79, "word": " وسيطرت", "probability": 0.81103515625}, {"start": 561.79, "end": 562.03, "word": " على", "probability": 0.92333984375}, {"start": 562.03, "end": 562.45, "word": " السوق", "probability": 0.97998046875}, {"start": 562.45, "end": 562.93, "word": " بنسبة", "probability": 0.84619140625}, {"start": 562.93, "end": 563.27, "word": " 20", "probability": 0.61962890625}, {"start": 563.27, "end": 563.57, "word": "%", "probability": 0.93505859375}], "temperature": 1.0}, {"id": 22, "seek": 59241, "start": 564.31, "end": 592.41, "text": "في 2013 بنلاقي إن Nokia وصلت مبيعاتها 3% فقط في حد بيعرف شو اللي صار مع شركة Nokia بهذه الفترة إذا ما هي أسباب خلول شركة Nokia في العام 2013 من السوق العالمي للجوال؟ شركة Nokia .. سؤال للأخوان؟ بعطيكم حظ للتفكير؟ يعني أنا بتوقع .. ممكن تسجلين أجابتك لو سمحت؟ حضري سيد سميرة", "tokens": [41185, 9012, 44945, 15040, 38436, 36145, 43980, 4032, 36520, 2655, 3714, 21292, 3615, 9307, 11296, 805, 4, 6156, 47432, 8978, 11331, 3215, 4724, 40228, 28480, 13412, 2407, 13672, 1829, 20328, 9640, 20449, 13412, 31747, 3660, 43980, 39627, 24192, 27188, 2655, 25720, 11933, 15730, 19446, 39896, 5551, 35457, 16758, 16490, 1211, 12610, 13412, 31747, 3660, 43980, 8978, 18863, 10943, 9012, 9154, 21136, 30543, 18863, 45340, 1829, 24976, 7435, 2407, 6027, 22807, 13412, 31747, 3660, 43980, 4386, 8608, 33604, 6027, 24976, 10721, 9778, 2407, 7649, 22807, 4724, 3615, 9566, 1829, 24793, 11331, 19913, 24976, 2655, 5172, 4117, 13546, 22807, 37495, 22653, 41850, 39894, 30543, 3615, 4386, 3714, 43020, 6055, 3794, 7435, 1211, 9957, 5551, 7435, 16758, 2655, 4117, 45164, 8608, 2304, 33753, 22807, 11331, 11242, 16572, 8608, 25708, 8608, 2304, 48923], "avg_logprob": -0.22331731067253993, "compression_ratio": 1.7255639097744362, "no_speech_prob": 0.0, "words": [{"start": 564.31, "end": 564.43, "word": "في", "probability": 0.90283203125}, {"start": 564.43, "end": 565.07, "word": " 2013", "probability": 0.96435546875}, {"start": 565.07, "end": 565.91, "word": " بنلاقي", "probability": 0.8614908854166666}, {"start": 565.91, "end": 566.13, "word": " إن", "probability": 0.3779296875}, {"start": 566.13, "end": 566.65, "word": " Nokia", "probability": 0.8701171875}, {"start": 566.65, "end": 567.25, "word": " وصلت", "probability": 0.85595703125}, {"start": 567.25, "end": 567.83, "word": " مبيعاتها", "probability": 0.90849609375}, {"start": 567.83, "end": 568.09, "word": " 3", "probability": 0.78369140625}, {"start": 568.09, "end": 568.63, "word": "%", "probability": 0.970703125}, {"start": 568.63, "end": 569.31, "word": " فقط", "probability": 0.988525390625}, {"start": 569.31, "end": 571.11, "word": " في", "probability": 0.4365234375}, {"start": 571.11, "end": 571.33, "word": " حد", "probability": 0.927734375}, {"start": 571.33, "end": 571.75, "word": " بيعرف", "probability": 0.8177897135416666}, {"start": 571.75, "end": 571.91, "word": " شو", "probability": 0.969970703125}, {"start": 571.91, "end": 572.07, "word": " اللي", "probability": 0.94873046875}, {"start": 572.07, "end": 572.27, "word": " صار", "probability": 0.94775390625}, {"start": 572.27, "end": 572.43, "word": " مع", "probability": 0.978515625}, {"start": 572.43, "end": 572.77, "word": " شركة", "probability": 0.9964192708333334}, {"start": 572.77, "end": 573.07, "word": " Nokia", "probability": 0.95654296875}, {"start": 573.07, "end": 573.37, "word": " بهذه", "probability": 0.6871337890625}, {"start": 573.37, "end": 573.85, "word": " الفترة", "probability": 0.9910481770833334}, {"start": 573.85, "end": 574.19, "word": " إذا", "probability": 0.687255859375}, {"start": 574.19, "end": 574.37, "word": " ما", "probability": 0.9208984375}, {"start": 574.37, "end": 574.61, "word": " هي", "probability": 0.91943359375}, {"start": 574.61, "end": 575.25, "word": " أسباب", "probability": 0.99267578125}, {"start": 575.25, "end": 575.75, "word": " خلول", "probability": 0.9366861979166666}, {"start": 575.75, "end": 576.29, "word": " شركة", "probability": 0.9964192708333334}, {"start": 576.29, "end": 576.59, "word": " Nokia", "probability": 0.9560546875}, {"start": 576.59, "end": 576.79, "word": " في", "probability": 0.91162109375}, {"start": 576.79, "end": 577.03, "word": " العام", "probability": 0.896728515625}, {"start": 577.03, "end": 577.65, "word": " 2013", "probability": 0.95068359375}, {"start": 577.65, "end": 578.07, "word": " من", "probability": 0.9921875}, {"start": 578.07, "end": 578.49, "word": " السوق", "probability": 0.944580078125}, {"start": 578.49, "end": 579.19, "word": " العالمي", "probability": 0.9601236979166666}, {"start": 579.19, "end": 580.37, "word": " للجوال؟", "probability": 0.810205078125}, {"start": 580.37, "end": 581.95, "word": " شركة", "probability": 0.9695638020833334}, {"start": 581.95, "end": 582.25, "word": " Nokia", "probability": 0.984375}, {"start": 582.25, "end": 582.49, "word": " ..", "probability": 0.36083984375}, {"start": 582.49, "end": 582.79, "word": " سؤال", "probability": 0.5987752278645834}, {"start": 582.79, "end": 583.99, "word": " للأخوان؟", "probability": 0.7725423177083334}, {"start": 583.99, "end": 585.33, "word": " بعطيكم", "probability": 0.731005859375}, {"start": 585.33, "end": 585.57, "word": " حظ", "probability": 0.7763671875}, {"start": 585.57, "end": 586.95, "word": " للتفكير؟", "probability": 0.8589274088541666}, {"start": 586.95, "end": 586.99, "word": " يعني", "probability": 0.6202392578125}, {"start": 586.99, "end": 587.15, "word": " أنا", "probability": 0.8701171875}, {"start": 587.15, "end": 587.53, "word": " بتوقع", "probability": 0.7796223958333334}, {"start": 587.53, "end": 587.57, "word": " ..", "probability": 0.7744140625}, {"start": 587.57, "end": 587.87, "word": " ممكن", "probability": 0.864501953125}, {"start": 587.87, "end": 588.45, "word": " تسجلين", "probability": 0.686181640625}, {"start": 588.45, "end": 588.99, "word": " أجابتك", "probability": 0.7412109375}, {"start": 588.99, "end": 589.11, "word": " لو", "probability": 0.8857421875}, {"start": 589.11, "end": 589.77, "word": " سمحت؟", "probability": 0.9425048828125}, {"start": 589.77, "end": 591.91, "word": " حضري", "probability": 0.5924479166666666}, {"start": 591.91, "end": 592.11, "word": " سيد", "probability": 0.810546875}, {"start": 592.11, "end": 592.41, "word": " سميرة", "probability": 0.71923828125}], "temperature": 1.0}, {"id": 23, "seek": 62503, "start": 595.67, "end": 625.03, "text": "ممتاز واحد واحد سميرة حكت لم تواكب سميرة ماشي هنا في عندك إشي هتبدأ فيه", "tokens": [2304, 2304, 2655, 31377, 36764, 24401, 36764, 24401, 8608, 2304, 48923, 11331, 4117, 2655, 32767, 6055, 14407, 4117, 3555, 8608, 2304, 48923, 3714, 33599, 1829, 34105, 8978, 43242, 4117, 11933, 8592, 1829, 8032, 2655, 44510, 10721, 8978, 3224], "avg_logprob": -0.29747597376505536, "compression_ratio": 1.4065934065934067, "no_speech_prob": 0.0, "words": [{"start": 595.67, "end": 596.43, "word": "ممتاز", "probability": 0.9810791015625}, {"start": 596.43, "end": 598.05, "word": " واحد", "probability": 0.835205078125}, {"start": 598.05, "end": 608.73, "word": " واحد", "probability": 0.739990234375}, {"start": 608.73, "end": 609.15, "word": " سميرة", "probability": 0.8019205729166666}, {"start": 609.15, "end": 609.67, "word": " حكت", "probability": 0.96337890625}, {"start": 609.67, "end": 609.99, "word": " لم", "probability": 0.24365234375}, {"start": 609.99, "end": 610.59, "word": " تواكب", "probability": 0.69610595703125}, {"start": 610.59, "end": 617.39, "word": " سميرة", "probability": 0.711181640625}, {"start": 617.39, "end": 621.63, "word": " ماشي", "probability": 0.80078125}, {"start": 621.63, "end": 622.57, "word": " هنا", "probability": 0.80810546875}, {"start": 622.57, "end": 623.27, "word": " في", "probability": 0.71484375}, {"start": 623.27, "end": 623.57, "word": " عندك", "probability": 0.82080078125}, {"start": 623.57, "end": 624.09, "word": " إشي", "probability": 0.8310546875}, {"start": 624.09, "end": 624.73, "word": " هتبدأ", "probability": 0.60107421875}, {"start": 624.73, "end": 625.03, "word": " فيه", "probability": 0.989013671875}], "temperature": 1.0}, {"id": 24, "seek": 65480, "start": 625.57, "end": 654.81, "text": "هو أنا أصلا مش هملت معاكي في مجتمعي لأ عادي عن كده دلوقتي هل تعتقد لو أن نوكيا درست السوق واحتياجات المستهلكين كانت طلعة؟ لأ فده ليش نقول؟ عدم الاقتماع بمطالبات الزبائن مطالبات السوق عدم الاقتماع بمطالبات الزبائن مطالباتهم إيش كمان؟ هل توقعت شركة نوكيا أنه هيكون منافسين يتدرقصون بيها؟ يمسحوها من السوق؟", "tokens": [3224, 2407, 41850, 5551, 9381, 15040, 37893, 8032, 2304, 1211, 2655, 20449, 995, 4117, 1829, 8978, 3714, 7435, 39237, 3615, 1829, 5296, 10721, 6225, 995, 16254, 18871, 9122, 3215, 3224, 11778, 1211, 30543, 31371, 8032, 1211, 6055, 34268, 28543, 45164, 14739, 8717, 2407, 4117, 25528, 11778, 2288, 14851, 21136, 30543, 36764, 5016, 31371, 26108, 9307, 9673, 14851, 3224, 23275, 9957, 25961, 2655, 23032, 1211, 27884, 22807, 5296, 10721, 6156, 3215, 3224, 32239, 8592, 8717, 39648, 22807, 6225, 40448, 42963, 38149, 15042, 3615, 4724, 2304, 9566, 6027, 3555, 9307, 6024, 110, 3555, 16373, 1863, 3714, 9566, 6027, 3555, 9307, 21136, 30543, 6225, 40448, 42963, 38149, 15042, 3615, 4724, 2304, 9566, 6027, 3555, 9307, 6024, 110, 3555, 16373, 1863, 3714, 9566, 6027, 3555, 9307, 16095, 11933, 1829, 8592, 9122, 2304, 7649, 22807, 8032, 1211, 6055, 30543, 34268, 13412, 31747, 3660, 8717, 2407, 4117, 25528, 14739, 3224, 8032, 1829, 30544, 3714, 8315, 36178, 9957, 7251, 2655, 3215, 2288, 4587, 9381, 11536, 4724, 1829, 11296, 22807, 7251, 2304, 3794, 5016, 2407, 11296, 9154, 21136, 30543, 22807], "avg_logprob": -0.3367052147154174, "compression_ratio": 2.138996138996139, "no_speech_prob": 1.7881393432617188e-06, "words": [{"start": 625.57, "end": 625.75, "word": "هو", "probability": 0.4345703125}, {"start": 625.75, "end": 625.89, "word": " أنا", "probability": 0.67724609375}, {"start": 625.89, "end": 626.09, "word": " أصلا", "probability": 0.6908365885416666}, {"start": 626.09, "end": 626.25, "word": " مش", "probability": 0.87060546875}, {"start": 626.25, "end": 626.59, "word": " هملت", "probability": 0.52801513671875}, {"start": 626.59, "end": 627.01, "word": " معاكي", "probability": 0.74163818359375}, {"start": 627.01, "end": 627.15, "word": " في", "probability": 0.458984375}, {"start": 627.15, "end": 627.75, "word": " مجتمعي", "probability": 0.6169921875}, {"start": 627.75, "end": 628.11, "word": " لأ", "probability": 0.664306640625}, {"start": 628.11, "end": 628.33, "word": " عادي", "probability": 0.931640625}, {"start": 628.33, "end": 628.49, "word": " عن", "probability": 0.240478515625}, {"start": 628.49, "end": 628.67, "word": " كده", "probability": 0.6103515625}, {"start": 628.67, "end": 629.03, "word": " دلوقتي", "probability": 0.581268310546875}, {"start": 629.03, "end": 629.61, "word": " هل", "probability": 0.905517578125}, {"start": 629.61, "end": 630.03, "word": " تعتقد", "probability": 0.82421875}, {"start": 630.03, "end": 630.21, "word": " لو", "probability": 0.732421875}, {"start": 630.21, "end": 630.39, "word": " أن", "probability": 0.6748046875}, {"start": 630.39, "end": 631.01, "word": " نوكيا", "probability": 0.77032470703125}, {"start": 631.01, "end": 631.39, "word": " درست", "probability": 0.9228515625}, {"start": 631.39, "end": 631.81, "word": " السوق", "probability": 0.957763671875}, {"start": 631.81, "end": 632.53, "word": " واحتياجات", "probability": 0.768994140625}, {"start": 632.53, "end": 633.25, "word": " المستهلكين", "probability": 0.8763671875}, {"start": 633.25, "end": 633.55, "word": " كانت", "probability": 0.64990234375}, {"start": 633.55, "end": 634.57, "word": " طلعة؟", "probability": 0.64849853515625}, {"start": 634.57, "end": 635.25, "word": " لأ", "probability": 0.923583984375}, {"start": 635.25, "end": 636.25, "word": " فده", "probability": 0.4059244791666667}, {"start": 636.25, "end": 636.37, "word": " ليش", "probability": 0.849609375}, {"start": 636.37, "end": 637.21, "word": " نقول؟", "probability": 0.5315755208333334}, {"start": 637.21, "end": 637.89, "word": " عدم", "probability": 0.6434326171875}, {"start": 637.89, "end": 638.47, "word": " الاقتماع", "probability": 0.655059814453125}, {"start": 638.47, "end": 639.75, "word": " بمطالبات", "probability": 0.7751871744791666}, {"start": 639.75, "end": 639.95, "word": " الزبائن", "probability": 0.8857421875}, {"start": 639.95, "end": 640.71, "word": " مطالبات", "probability": 0.661962890625}, {"start": 640.71, "end": 641.13, "word": " السوق", "probability": 0.97900390625}, {"start": 641.13, "end": 641.59, "word": " عدم", "probability": 0.745361328125}, {"start": 641.59, "end": 642.35, "word": " الاقتماع", "probability": 0.971435546875}, {"start": 642.35, "end": 643.57, "word": " بمطالبات", "probability": 0.9808756510416666}, {"start": 643.57, "end": 644.43, "word": " الزبائن", "probability": 0.941796875}, {"start": 644.43, "end": 645.47, "word": " مطالباتهم", "probability": 0.7572428385416666}, {"start": 645.47, "end": 646.97, "word": " إيش", "probability": 0.715087890625}, {"start": 646.97, "end": 648.17, "word": " كمان؟", "probability": 0.946044921875}, {"start": 648.17, "end": 649.97, "word": " هل", "probability": 0.956787109375}, {"start": 649.97, "end": 650.41, "word": " توقعت", "probability": 0.64599609375}, {"start": 650.41, "end": 650.73, "word": " شركة", "probability": 0.93017578125}, {"start": 650.73, "end": 650.97, "word": " نوكيا", "probability": 0.9388427734375}, {"start": 650.97, "end": 651.11, "word": " أنه", "probability": 0.530517578125}, {"start": 651.11, "end": 651.41, "word": " هيكون", "probability": 0.8157552083333334}, {"start": 651.41, "end": 651.95, "word": " منافسين", "probability": 0.977783203125}, {"start": 651.95, "end": 652.57, "word": " يتدرقصون", "probability": 0.6814662388392857}, {"start": 652.57, "end": 653.73, "word": " بيها؟", "probability": 0.78265380859375}, {"start": 653.73, "end": 654.21, "word": " يمسحوها", "probability": 0.9236653645833334}, {"start": 654.21, "end": 654.37, "word": " من", "probability": 0.962890625}, {"start": 654.37, "end": 654.81, "word": " السوق؟", "probability": 0.95947265625}], "temperature": 1.0}, {"id": 25, "seek": 67538, "start": 654.92, "end": 675.38, "text": "ولّا ما اتوقعت؟ يبقى شركة Nokia ماعملتش دراسة للبيئة الخارجية للسوق البيئة الخارجية اللي هي المنافسين شوف كمان حاولوا تفكروا معايا", "tokens": [12610, 11703, 995, 19446, 1975, 2655, 30543, 3615, 2655, 22807, 7251, 3555, 4587, 7578, 13412, 31747, 3660, 43980, 19446, 25957, 1211, 2655, 8592, 11778, 23557, 3794, 3660, 24976, 21292, 19986, 3660, 33962, 9640, 7435, 10632, 24976, 3794, 30543, 2423, 21292, 19986, 3660, 33962, 9640, 7435, 10632, 13672, 1829, 39896, 9673, 8315, 36178, 9957, 13412, 38688, 9122, 2304, 7649, 11331, 995, 12610, 14407, 6055, 5172, 37983, 14407, 20449, 995, 25528], "avg_logprob": -0.11300223182354655, "compression_ratio": 1.5666666666666667, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 654.92, "end": 655.54, "word": "ولّا", "probability": 0.7589518229166666}, {"start": 655.54, "end": 656.1, "word": " ما", "probability": 0.9326171875}, {"start": 656.1, "end": 658.8, "word": " اتوقعت؟", "probability": 0.7982584635416666}, {"start": 658.8, "end": 660.86, "word": " يبقى", "probability": 0.785247802734375}, {"start": 660.86, "end": 661.26, "word": " شركة", "probability": 0.9918619791666666}, {"start": 661.26, "end": 661.7, "word": " Nokia", "probability": 0.94580078125}, {"start": 661.7, "end": 664.28, "word": " ماعملتش", "probability": 0.9681640625}, {"start": 664.28, "end": 665.02, "word": " دراسة", "probability": 0.9940185546875}, {"start": 665.02, "end": 666.62, "word": " للبيئة", "probability": 0.965576171875}, {"start": 666.62, "end": 669.04, "word": " الخارجية", "probability": 0.9969482421875}, {"start": 669.04, "end": 669.64, "word": " للسوق", "probability": 0.9755859375}, {"start": 669.64, "end": 670.16, "word": " البيئة", "probability": 0.7943115234375}, {"start": 670.16, "end": 670.74, "word": " الخارجية", "probability": 0.998046875}, {"start": 670.74, "end": 670.86, "word": " اللي", "probability": 0.861328125}, {"start": 670.86, "end": 670.98, "word": " هي", "probability": 0.92724609375}, {"start": 670.98, "end": 671.86, "word": " المنافسين", "probability": 0.9970703125}, {"start": 671.86, "end": 673.88, "word": " شوف", "probability": 0.799072265625}, {"start": 673.88, "end": 674.18, "word": " كمان", "probability": 0.9065755208333334}, {"start": 674.18, "end": 674.54, "word": " حاولوا", "probability": 0.9700927734375}, {"start": 674.54, "end": 674.98, "word": " تفكروا", "probability": 0.978759765625}, {"start": 674.98, "end": 675.38, "word": " معايا", "probability": 0.9723307291666666}], "temperature": 1.0}, {"id": 26, "seek": 70692, "start": 677.26, "end": 706.92, "text": "بتكون تاخدوا بعين الاعتبار انه 2007 نزل نظام الاندرويد نظام الاندرويد هذا اللي ما قبلت نوكيا فيه كانت في هذا الوقت سامسونج اشترت هذا النظام و بدت تشتغل بنظام الاندرويد اللي هو اعطى فرصة طبعا انتوا عارفين كلكم ان الاندرويد اللي هو فيه applications اتاح لوصول للنت الكاميرا التطبيقات عديدة طبعا المحتاجة هو المستهلك هذا الشيء نفس كلام الأخد سميعه عن مهندوه كانت مطوّرة", "tokens": [3555, 2655, 30544, 6055, 47283, 3215, 14407, 4724, 3615, 9957, 42963, 34268, 3555, 9640, 16472, 3224, 12656, 8717, 11622, 1211, 8717, 19913, 10943, 2423, 7649, 3215, 32887, 25708, 8717, 19913, 10943, 2423, 7649, 3215, 32887, 25708, 23758, 13672, 1829, 19446, 12174, 36150, 2655, 8717, 2407, 4117, 25528, 8978, 3224, 25961, 2655, 8978, 23758, 2423, 30543, 2655, 8608, 10943, 3794, 11536, 7435, 1975, 8592, 2655, 43500, 23758, 28239, 19913, 10943, 4032, 47525, 2655, 6055, 8592, 2655, 17082, 1211, 44945, 19913, 10943, 2423, 7649, 3215, 32887, 25708, 13672, 1829, 31439, 1975, 3615, 9566, 7578, 6156, 2288, 9381, 3660, 23032, 3555, 3615, 995, 16472, 2655, 14407, 6225, 9640, 5172, 9957, 9122, 23275, 2304, 16472, 2423, 7649, 3215, 32887, 25708, 13672, 1829, 31439, 8978, 3224, 5821, 1975, 2655, 39319, 45164, 9381, 12610, 24976, 29399, 33251, 10943, 13546, 995, 16712, 9566, 21292, 4587, 9307, 6225, 16254, 41891, 23032, 3555, 3615, 995, 9673, 33753, 26108, 3660, 31439, 9673, 14851, 3224, 23275, 23758, 25124, 1829, 38207, 8717, 36178, 28242, 10943, 16247, 9778, 3215, 8608, 2304, 40228, 3224, 18871, 3714, 3224, 41260, 2407, 3224, 25961, 2655, 3714, 9566, 2407, 11703, 25720], "avg_logprob": -0.18800951645750066, "compression_ratio": 2.0796178343949046, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 677.26, "end": 677.64, "word": "بتكون", "probability": 0.8798828125}, {"start": 677.64, "end": 678.0, "word": " تاخدوا", "probability": 0.9503173828125}, {"start": 678.0, "end": 678.18, "word": " بعين", "probability": 0.7945963541666666}, {"start": 678.18, "end": 678.66, "word": " الاعتبار", "probability": 0.86224365234375}, {"start": 678.66, "end": 678.86, "word": " انه", "probability": 0.80126953125}, {"start": 678.86, "end": 679.46, "word": " 2007", "probability": 0.85302734375}, {"start": 679.46, "end": 680.38, "word": " نزل", "probability": 0.9890950520833334}, {"start": 680.38, "end": 680.82, "word": " نظام", "probability": 0.9895833333333334}, {"start": 680.82, "end": 681.48, "word": " الاندرويد", "probability": 0.87548828125}, {"start": 681.48, "end": 682.04, "word": " نظام", "probability": 0.85302734375}, {"start": 682.04, "end": 682.68, "word": " الاندرويد", "probability": 0.959375}, {"start": 682.68, "end": 682.96, "word": " هذا", "probability": 0.8955078125}, {"start": 682.96, "end": 683.16, "word": " اللي", "probability": 0.837646484375}, {"start": 683.16, "end": 683.38, "word": " ما", "probability": 0.86328125}, {"start": 683.38, "end": 683.88, "word": " قبلت", "probability": 0.9059244791666666}, {"start": 683.88, "end": 684.26, "word": " نوكيا", "probability": 0.80804443359375}, {"start": 684.26, "end": 684.66, "word": " فيه", "probability": 0.9892578125}, {"start": 684.66, "end": 685.4, "word": " كانت", "probability": 0.95263671875}, {"start": 685.4, "end": 685.62, "word": " في", "probability": 0.896484375}, {"start": 685.62, "end": 686.02, "word": " هذا", "probability": 0.59619140625}, {"start": 686.02, "end": 686.38, "word": " الوقت", "probability": 0.9879557291666666}, {"start": 686.38, "end": 687.44, "word": " سامسونج", "probability": 0.875732421875}, {"start": 687.44, "end": 687.9, "word": " اشترت", "probability": 0.936767578125}, {"start": 687.9, "end": 688.22, "word": " هذا", "probability": 0.97412109375}, {"start": 688.22, "end": 688.76, "word": " النظام", "probability": 0.9793294270833334}, {"start": 688.76, "end": 688.96, "word": " و", "probability": 0.9716796875}, {"start": 688.96, "end": 689.24, "word": " بدت", "probability": 0.79248046875}, {"start": 689.24, "end": 689.76, "word": " تشتغل", "probability": 0.99638671875}, {"start": 689.76, "end": 690.4, "word": " بنظام", "probability": 0.9217122395833334}, {"start": 690.4, "end": 690.94, "word": " الاندرويد", "probability": 0.9634765625}, {"start": 690.94, "end": 691.1, "word": " اللي", "probability": 0.94287109375}, {"start": 691.1, "end": 691.32, "word": " هو", "probability": 0.98095703125}, {"start": 691.32, "end": 691.72, "word": " اعطى", "probability": 0.85107421875}, {"start": 691.72, "end": 692.24, "word": " فرصة", "probability": 0.9920654296875}, {"start": 692.24, "end": 692.8, "word": " طبعا", "probability": 0.961181640625}, {"start": 692.8, "end": 693.32, "word": " انتوا", "probability": 0.8818359375}, {"start": 693.32, "end": 693.54, "word": " عارفين", "probability": 0.991943359375}, {"start": 693.54, "end": 693.88, "word": " كلكم", "probability": 0.7490234375}, {"start": 693.88, "end": 694.04, "word": " ان", "probability": 0.6044921875}, {"start": 694.04, "end": 694.46, "word": " الاندرويد", "probability": 0.94931640625}, {"start": 694.46, "end": 694.62, "word": " اللي", "probability": 0.956787109375}, {"start": 694.62, "end": 694.78, "word": " هو", "probability": 0.88671875}, {"start": 694.78, "end": 695.0, "word": " فيه", "probability": 0.97021484375}, {"start": 695.0, "end": 695.64, "word": " applications", "probability": 0.95751953125}, {"start": 695.64, "end": 696.32, "word": " اتاح", "probability": 0.751220703125}, {"start": 696.32, "end": 696.9, "word": " لوصول", "probability": 0.8400065104166666}, {"start": 696.9, "end": 697.34, "word": " للنت", "probability": 0.8037109375}, {"start": 697.34, "end": 698.74, "word": " الكاميرا", "probability": 0.8568115234375}, {"start": 698.74, "end": 700.08, "word": " التطبيقات", "probability": 0.94501953125}, {"start": 700.08, "end": 700.62, "word": " عديدة", "probability": 0.81201171875}, {"start": 700.62, "end": 701.08, "word": " طبعا", "probability": 0.97265625}, {"start": 701.08, "end": 701.92, "word": " المحتاجة", "probability": 0.88134765625}, {"start": 701.92, "end": 702.24, "word": " هو", "probability": 0.96923828125}, {"start": 702.24, "end": 703.18, "word": " المستهلك", "probability": 0.955810546875}, {"start": 703.18, "end": 703.88, "word": " هذا", "probability": 0.69482421875}, {"start": 703.88, "end": 704.38, "word": " الشيء", "probability": 0.8331705729166666}, {"start": 704.38, "end": 704.7, "word": " نفس", "probability": 0.832275390625}, {"start": 704.7, "end": 705.02, "word": " كلام", "probability": 0.90771484375}, {"start": 705.02, "end": 705.32, "word": " الأخد", "probability": 0.5498860677083334}, {"start": 705.32, "end": 705.7, "word": " سميعه", "probability": 0.64141845703125}, {"start": 705.7, "end": 705.78, "word": " عن", "probability": 0.1854248046875}, {"start": 705.78, "end": 706.16, "word": " مهندوه", "probability": 0.4920166015625}, {"start": 706.16, "end": 706.5, "word": " كانت", "probability": 0.558349609375}, {"start": 706.5, "end": 706.92, "word": " مطوّرة", "probability": 0.552734375}], "temperature": 1.0}, {"id": 27, "seek": 72314, "start": 707.16, "end": 723.14, "text": "بالظبط ولم تتاخد قرار سليم لإنه انعرض بالأول على Nokia إنه هي تاخد هذا التطبيق أو هذا ال system و هي رفضته خلينا نشوف إنه و كمان زهرت عندي قبل بنفس الوقت ..", "tokens": [3555, 6027, 19913, 3555, 9566, 4032, 19528, 6055, 2655, 47283, 3215, 12174, 2288, 9640, 8608, 20292, 2304, 5296, 28814, 1863, 3224, 16472, 3615, 43042, 20666, 10721, 12610, 15844, 43980, 36145, 3224, 39896, 6055, 47283, 3215, 23758, 16712, 9566, 21292, 4587, 34051, 23758, 2423, 1185, 4032, 39896, 12602, 5172, 11242, 47395, 16490, 1211, 9957, 995, 8717, 8592, 38688, 36145, 3224, 4032, 9122, 2304, 7649, 30767, 3224, 43500, 18871, 16254, 12174, 36150, 44945, 36178, 2423, 30543, 2655, 4386], "avg_logprob": -0.18516640307067275, "compression_ratio": 1.5084745762711864, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 707.16, "end": 707.8, "word": "بالظبط", "probability": 0.86083984375}, {"start": 707.8, "end": 708.06, "word": " ولم", "probability": 0.73779296875}, {"start": 708.06, "end": 708.6, "word": " تتاخد", "probability": 0.8326416015625}, {"start": 708.6, "end": 709.04, "word": " قرار", "probability": 0.9871419270833334}, {"start": 709.04, "end": 709.46, "word": " سليم", "probability": 0.9812825520833334}, {"start": 709.46, "end": 709.72, "word": " لإنه", "probability": 0.8572998046875}, {"start": 709.72, "end": 710.0, "word": " انعرض", "probability": 0.7903645833333334}, {"start": 710.0, "end": 710.4, "word": " بالأول", "probability": 0.9337565104166666}, {"start": 710.4, "end": 710.58, "word": " على", "probability": 0.8671875}, {"start": 710.58, "end": 710.86, "word": " Nokia", "probability": 0.6640625}, {"start": 710.86, "end": 711.18, "word": " إنه", "probability": 0.4091796875}, {"start": 711.18, "end": 711.32, "word": " هي", "probability": 0.7724609375}, {"start": 711.32, "end": 711.82, "word": " تاخد", "probability": 0.9578450520833334}, {"start": 711.82, "end": 712.08, "word": " هذا", "probability": 0.9267578125}, {"start": 712.08, "end": 713.28, "word": " التطبيق", "probability": 0.9193115234375}, {"start": 713.28, "end": 713.5, "word": " أو", "probability": 0.8017578125}, {"start": 713.5, "end": 714.02, "word": " هذا", "probability": 0.953125}, {"start": 714.02, "end": 714.16, "word": " ال", "probability": 0.95947265625}, {"start": 714.16, "end": 714.46, "word": " system", "probability": 0.91650390625}, {"start": 714.46, "end": 714.6, "word": " و", "probability": 0.60400390625}, {"start": 714.6, "end": 714.76, "word": " هي", "probability": 0.7919921875}, {"start": 714.76, "end": 715.3, "word": " رفضته", "probability": 0.9820556640625}, {"start": 715.3, "end": 717.88, "word": " خلينا", "probability": 0.772705078125}, {"start": 717.88, "end": 718.36, "word": " نشوف", "probability": 0.9951171875}, {"start": 718.36, "end": 719.16, "word": " إنه", "probability": 0.76904296875}, {"start": 719.16, "end": 720.24, "word": " و", "probability": 0.47216796875}, {"start": 720.24, "end": 720.6, "word": " كمان", "probability": 0.89794921875}, {"start": 720.6, "end": 721.0, "word": " زهرت", "probability": 0.81787109375}, {"start": 721.0, "end": 721.3, "word": " عندي", "probability": 0.750732421875}, {"start": 721.3, "end": 721.68, "word": " قبل", "probability": 0.9814453125}, {"start": 721.68, "end": 722.28, "word": " بنفس", "probability": 0.86181640625}, {"start": 722.28, "end": 722.78, "word": " الوقت", "probability": 0.9871419270833334}, {"start": 722.78, "end": 723.14, "word": " ..", "probability": 0.469970703125}], "temperature": 1.0}, {"id": 28, "seek": 74317, "start": 723.85, "end": 743.17, "text": "أبل ظهرت عندى وعملت شركات استراتيجية مع مزودين اتصالات على مستوى العالم واخدت حصة سوقية كبيرة، اذا احنا بدنا نشوف أسباب خسارة Nokia كانت أول إشي إنها اتخذت قرار غلط، ماعملتش دراسة على السوق منيح، مااخدتش بعين الاعتبار البيئة الخارجية لإلها", "tokens": [10721, 36150, 1357, 116, 3224, 43500, 43242, 7578, 4032, 25957, 1211, 2655, 13412, 31747, 9307, 44713, 2288, 9307, 1829, 7435, 10632, 20449, 3714, 11622, 23328, 9957, 1975, 2655, 9381, 6027, 9307, 15844, 3714, 14851, 2407, 7578, 18863, 45340, 4032, 47283, 3215, 2655, 11331, 9381, 3660, 8608, 30543, 10632, 9122, 3555, 48923, 12399, 1975, 15730, 1975, 5016, 8315, 47525, 8315, 8717, 8592, 38688, 5551, 35457, 16758, 16490, 3794, 9640, 3660, 43980, 25961, 2655, 5551, 12610, 11933, 8592, 1829, 36145, 11296, 1975, 2655, 9778, 8848, 2655, 12174, 2288, 9640, 32771, 1211, 9566, 12399, 19446, 25957, 1211, 2655, 8592, 11778, 23557, 3794, 3660, 15844, 21136, 30543, 9154, 1829, 5016, 12399, 19446, 47283, 3215, 2655, 8592, 45030, 9957, 42963, 34268, 3555, 9640, 2423, 21292, 19986, 3660, 33962, 9640, 7435, 10632, 5296, 28814, 1211, 11296], "avg_logprob": -0.14611163667140117, "compression_ratio": 1.7459677419354838, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 723.85, "end": 724.59, "word": "أبل", "probability": 0.8173828125}, {"start": 724.59, "end": 725.07, "word": " ظهرت", "probability": 0.850830078125}, {"start": 725.07, "end": 725.47, "word": " عندى", "probability": 0.664306640625}, {"start": 725.47, "end": 725.97, "word": " وعملت", "probability": 0.94091796875}, {"start": 725.97, "end": 726.61, "word": " شركات", "probability": 0.96826171875}, {"start": 726.61, "end": 727.39, "word": " استراتيجية", "probability": 0.9765625}, {"start": 727.39, "end": 727.53, "word": " مع", "probability": 0.974609375}, {"start": 727.53, "end": 728.17, "word": " مزودين", "probability": 0.890869140625}, {"start": 728.17, "end": 728.73, "word": " اتصالات", "probability": 0.9701171875}, {"start": 728.73, "end": 728.93, "word": " على", "probability": 0.93359375}, {"start": 728.93, "end": 729.53, "word": " مستوى", "probability": 0.9727783203125}, {"start": 729.53, "end": 730.13, "word": " العالم", "probability": 0.996826171875}, {"start": 730.13, "end": 730.81, "word": " واخدت", "probability": 0.83251953125}, {"start": 730.81, "end": 731.11, "word": " حصة", "probability": 0.9251302083333334}, {"start": 731.11, "end": 731.51, "word": " سوقية", "probability": 0.96826171875}, {"start": 731.51, "end": 732.29, "word": " كبيرة،", "probability": 0.8284912109375}, {"start": 732.29, "end": 732.47, "word": " اذا", "probability": 0.7841796875}, {"start": 732.47, "end": 733.07, "word": " احنا", "probability": 0.8308919270833334}, {"start": 733.07, "end": 733.33, "word": " بدنا", "probability": 0.545654296875}, {"start": 733.33, "end": 733.57, "word": " نشوف", "probability": 0.9970703125}, {"start": 733.57, "end": 734.01, "word": " أسباب", "probability": 0.8986002604166666}, {"start": 734.01, "end": 734.55, "word": " خسارة", "probability": 0.996826171875}, {"start": 734.55, "end": 734.85, "word": " Nokia", "probability": 0.66162109375}, {"start": 734.85, "end": 735.27, "word": " كانت", "probability": 0.922119140625}, {"start": 735.27, "end": 735.47, "word": " أول", "probability": 0.831298828125}, {"start": 735.47, "end": 735.65, "word": " إشي", "probability": 0.7078450520833334}, {"start": 735.65, "end": 735.81, "word": " إنها", "probability": 0.7154541015625}, {"start": 735.81, "end": 736.19, "word": " اتخذت", "probability": 0.7568359375}, {"start": 736.19, "end": 736.49, "word": " قرار", "probability": 0.9933268229166666}, {"start": 736.49, "end": 737.17, "word": " غلط،", "probability": 0.942626953125}, {"start": 737.17, "end": 737.81, "word": " ماعملتش", "probability": 0.974609375}, {"start": 737.81, "end": 738.31, "word": " دراسة", "probability": 0.9937744140625}, {"start": 738.31, "end": 738.57, "word": " على", "probability": 0.6171875}, {"start": 738.57, "end": 739.01, "word": " السوق", "probability": 0.99072265625}, {"start": 739.01, "end": 739.85, "word": " منيح،", "probability": 0.79620361328125}, {"start": 739.85, "end": 740.67, "word": " مااخدتش", "probability": 0.88955078125}, {"start": 740.67, "end": 740.95, "word": " بعين", "probability": 0.77197265625}, {"start": 740.95, "end": 741.49, "word": " الاعتبار", "probability": 0.9752197265625}, {"start": 741.49, "end": 741.97, "word": " البيئة", "probability": 0.90478515625}, {"start": 741.97, "end": 742.67, "word": " الخارجية", "probability": 0.993896484375}, {"start": 742.67, "end": 743.17, "word": " لإلها", "probability": 0.8807373046875}], "temperature": 1.0}, {"id": 29, "seek": 76454, "start": 743.68, "end": 764.54, "text": "وكمان حاولت Nokia إن هي تتحسن من سلوكها عملت استراتيجية تقشف أسرحت كتير من العمل جابت .. عينت مدير تنفيذ جديد لكن كل هذا فشل مع Nokia لأنها ما أخدت القرار السليم في الوقت السليم، هي كان لازم تاخده في الوقت السليم", "tokens": [2407, 24793, 7649, 11331, 995, 12610, 2655, 43980, 36145, 39896, 6055, 2655, 5016, 3794, 1863, 9154, 8608, 1211, 2407, 4117, 11296, 6225, 42213, 2655, 44713, 2288, 9307, 1829, 7435, 10632, 6055, 4587, 8592, 5172, 5551, 3794, 2288, 33753, 9122, 2655, 13546, 9154, 18863, 42213, 10874, 16758, 2655, 4386, 6225, 9957, 2655, 3714, 3215, 13546, 6055, 1863, 41185, 8848, 10874, 16254, 3215, 44381, 28242, 23758, 6156, 8592, 1211, 20449, 43980, 5296, 33456, 11296, 19446, 5551, 9778, 3215, 2655, 25062, 2288, 9640, 21136, 20292, 2304, 8978, 2423, 30543, 2655, 21136, 20292, 2304, 12399, 39896, 25961, 5296, 31377, 2304, 6055, 47283, 3215, 3224, 8978, 2423, 30543, 2655, 21136, 20292, 2304], "avg_logprob": -0.09707754636528315, "compression_ratio": 1.75, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 743.68, "end": 744.44, "word": "وكمان", "probability": 0.9388020833333334}, {"start": 744.44, "end": 745.78, "word": " حاولت", "probability": 0.99462890625}, {"start": 745.78, "end": 746.06, "word": " Nokia", "probability": 0.82177734375}, {"start": 746.06, "end": 746.28, "word": " إن", "probability": 0.312255859375}, {"start": 746.28, "end": 746.7, "word": " هي", "probability": 0.357666015625}, {"start": 746.7, "end": 748.08, "word": " تتحسن", "probability": 0.97021484375}, {"start": 748.08, "end": 748.2, "word": " من", "probability": 0.99462890625}, {"start": 748.2, "end": 748.64, "word": " سلوكها", "probability": 0.95361328125}, {"start": 748.64, "end": 749.02, "word": " عملت", "probability": 0.96484375}, {"start": 749.02, "end": 749.64, "word": " استراتيجية", "probability": 0.9651692708333334}, {"start": 749.64, "end": 750.36, "word": " تقشف", "probability": 0.9693603515625}, {"start": 750.36, "end": 751.98, "word": " أسرحت", "probability": 0.7467041015625}, {"start": 751.98, "end": 752.34, "word": " كتير", "probability": 0.9412434895833334}, {"start": 752.34, "end": 752.52, "word": " من", "probability": 0.99755859375}, {"start": 752.52, "end": 753.0, "word": " العمل", "probability": 0.990966796875}, {"start": 753.0, "end": 754.38, "word": " جابت", "probability": 0.83837890625}, {"start": 754.38, "end": 754.46, "word": " ..", "probability": 0.35107421875}, {"start": 754.46, "end": 754.76, "word": " عينت", "probability": 0.77392578125}, {"start": 754.76, "end": 755.0, "word": " مدير", "probability": 0.9943033854166666}, {"start": 755.0, "end": 755.48, "word": " تنفيذ", "probability": 0.978759765625}, {"start": 755.48, "end": 756.54, "word": " جديد", "probability": 0.9820963541666666}, {"start": 756.54, "end": 757.12, "word": " لكن", "probability": 0.85791015625}, {"start": 757.12, "end": 757.46, "word": " كل", "probability": 0.9716796875}, {"start": 757.46, "end": 757.76, "word": " هذا", "probability": 0.9658203125}, {"start": 757.76, "end": 758.3, "word": " فشل", "probability": 0.9913736979166666}, {"start": 758.3, "end": 759.18, "word": " مع", "probability": 0.98828125}, {"start": 759.18, "end": 759.58, "word": " Nokia", "probability": 0.97509765625}, {"start": 759.58, "end": 760.14, "word": " لأنها", "probability": 0.88427734375}, {"start": 760.14, "end": 760.3, "word": " ما", "probability": 0.94775390625}, {"start": 760.3, "end": 760.78, "word": " أخدت", "probability": 0.9412841796875}, {"start": 760.78, "end": 761.26, "word": " القرار", "probability": 0.9845377604166666}, {"start": 761.26, "end": 761.72, "word": " السليم", "probability": 0.9552408854166666}, {"start": 761.72, "end": 761.88, "word": " في", "probability": 0.9609375}, {"start": 761.88, "end": 762.26, "word": " الوقت", "probability": 0.9817708333333334}, {"start": 762.26, "end": 762.94, "word": " السليم،", "probability": 0.8739013671875}, {"start": 762.94, "end": 763.04, "word": " هي", "probability": 0.81982421875}, {"start": 763.04, "end": 763.22, "word": " كان", "probability": 0.994140625}, {"start": 763.22, "end": 763.48, "word": " لازم", "probability": 0.8787434895833334}, {"start": 763.48, "end": 763.82, "word": " تاخده", "probability": 0.978759765625}, {"start": 763.82, "end": 763.9, "word": " في", "probability": 0.99072265625}, {"start": 763.9, "end": 764.14, "word": " الوقت", "probability": 0.990234375}, {"start": 764.14, "end": 764.54, "word": " السليم", "probability": 0.9908854166666666}], "temperature": 1.0}, {"id": 30, "seek": 79080, "start": 765.18, "end": 790.8, "text": "من هذه القصة أنا حابة أبدأ الإدارة الاستراتيجية، وإيش أهمية الإدارة الاستراتيجية بحياتنا؟ مبدأ زي الأسعار الخروج شركة نوكيا من سوق المحمول أو الجوالات، إن هي ما اهتمتش بتتطور التكنولوجيا اللي كان بيحصل، أيضا هي توقفت عند المنتج وحققت أرباحه خلاص، ده الوصول للقمة ليس سهلا، الوصول للقمة عفوا سهلا، لكن المحافظة عليها هو الصعب", "tokens": [27842, 29538, 25062, 9381, 3660, 41850, 11331, 16758, 3660, 5551, 44510, 10721, 33688, 3215, 9640, 3660, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 12399, 4032, 28814, 1829, 8592, 5551, 16095, 10632, 33688, 3215, 9640, 3660, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 4724, 5016, 1829, 9307, 8315, 22807, 3714, 44510, 10721, 30767, 1829, 16247, 3794, 3615, 9640, 33962, 32887, 7435, 13412, 31747, 3660, 8717, 2407, 4117, 25528, 9154, 8608, 30543, 9673, 35571, 12610, 34051, 25724, 2407, 6027, 9307, 12399, 36145, 39896, 19446, 1975, 3224, 39237, 2655, 8592, 39894, 2655, 9566, 13063, 16712, 19452, 12610, 29245, 25528, 13672, 1829, 25961, 4724, 1829, 5016, 36520, 12399, 36632, 11242, 995, 39896, 6055, 30543, 5172, 2655, 43242, 9673, 29399, 7435, 4032, 5016, 4587, 38149, 5551, 25513, 39319, 3224, 16490, 1211, 33546, 12399, 11778, 3224, 2423, 2407, 9381, 12610, 24976, 4587, 46007, 32239, 3794, 8608, 3224, 15040, 12399, 2423, 2407, 9381, 12610, 24976, 4587, 46007, 6225, 5172, 14407, 8608, 3224, 15040, 12399, 44381, 9673, 5016, 31845, 19913, 3660, 25894, 11296, 31439, 31767, 3615, 3555], "avg_logprob": -0.2226102921016076, "compression_ratio": 2.0482758620689654, "no_speech_prob": 0.0, "words": [{"start": 765.18, "end": 766.12, "word": "من", "probability": 0.79541015625}, {"start": 766.12, "end": 766.34, "word": " هذه", "probability": 0.90478515625}, {"start": 766.34, "end": 766.88, "word": " القصة", "probability": 0.984375}, {"start": 766.88, "end": 767.1, "word": " أنا", "probability": 0.48388671875}, {"start": 767.1, "end": 767.44, "word": " حابة", "probability": 0.8732096354166666}, {"start": 767.44, "end": 767.92, "word": " أبدأ", "probability": 0.8684895833333334}, {"start": 767.92, "end": 768.5, "word": " الإدارة", "probability": 0.9603271484375}, {"start": 768.5, "end": 769.7, "word": " الاستراتيجية،", "probability": 0.8232421875}, {"start": 769.7, "end": 770.16, "word": " وإيش", "probability": 0.9049072265625}, {"start": 770.16, "end": 770.82, "word": " أهمية", "probability": 0.96826171875}, {"start": 770.82, "end": 771.22, "word": " الإدارة", "probability": 0.9910888671875}, {"start": 771.22, "end": 772.0, "word": " الاستراتيجية", "probability": 0.9696568080357143}, {"start": 772.0, "end": 772.6, "word": " بحياتنا؟", "probability": 0.8894449869791666}, {"start": 772.6, "end": 773.0, "word": " مبدأ", "probability": 0.4272257486979167}, {"start": 773.0, "end": 773.22, "word": " زي", "probability": 0.461669921875}, {"start": 773.22, "end": 773.66, "word": " الأسعار", "probability": 0.7896728515625}, {"start": 773.66, "end": 774.06, "word": " الخروج", "probability": 0.7418619791666666}, {"start": 774.06, "end": 774.5, "word": " شركة", "probability": 0.9549153645833334}, {"start": 774.5, "end": 774.94, "word": " نوكيا", "probability": 0.790283203125}, {"start": 774.94, "end": 775.2, "word": " من", "probability": 0.97265625}, {"start": 775.2, "end": 775.64, "word": " سوق", "probability": 0.911865234375}, {"start": 775.64, "end": 776.38, "word": " المحمول", "probability": 0.9768880208333334}, {"start": 776.38, "end": 776.58, "word": " أو", "probability": 0.92138671875}, {"start": 776.58, "end": 777.36, "word": " الجوالات،", "probability": 0.833251953125}, {"start": 777.36, "end": 777.48, "word": " إن", "probability": 0.4580078125}, {"start": 777.48, "end": 777.72, "word": " هي", "probability": 0.266845703125}, {"start": 777.72, "end": 777.88, "word": " ما", "probability": 0.85302734375}, {"start": 777.88, "end": 778.36, "word": " اهتمتش", "probability": 0.797412109375}, {"start": 778.36, "end": 778.92, "word": " بتتطور", "probability": 0.7490234375}, {"start": 778.92, "end": 779.56, "word": " التكنولوجيا", "probability": 0.88671875}, {"start": 779.56, "end": 779.68, "word": " اللي", "probability": 0.899658203125}, {"start": 779.68, "end": 779.86, "word": " كان", "probability": 0.9736328125}, {"start": 779.86, "end": 780.82, "word": " بيحصل،", "probability": 0.8927734375}, {"start": 780.82, "end": 781.14, "word": " أيضا", "probability": 0.8494466145833334}, {"start": 781.14, "end": 781.28, "word": " هي", "probability": 0.54296875}, {"start": 781.28, "end": 781.88, "word": " توقفت", "probability": 0.83502197265625}, {"start": 781.88, "end": 782.18, "word": " عند", "probability": 0.9580078125}, {"start": 782.18, "end": 782.78, "word": " المنتج", "probability": 0.8660481770833334}, {"start": 782.78, "end": 783.28, "word": " وحققت", "probability": 0.863525390625}, {"start": 783.28, "end": 783.82, "word": " أرباحه", "probability": 0.74664306640625}, {"start": 783.82, "end": 784.18, "word": " خلاص،", "probability": 0.859375}, {"start": 784.18, "end": 784.28, "word": " ده", "probability": 0.635986328125}, {"start": 784.28, "end": 784.7, "word": " الوصول", "probability": 0.82073974609375}, {"start": 784.7, "end": 785.2, "word": " للقمة", "probability": 0.84130859375}, {"start": 785.2, "end": 785.86, "word": " ليس", "probability": 0.98583984375}, {"start": 785.86, "end": 787.62, "word": " سهلا،", "probability": 0.845947265625}, {"start": 787.62, "end": 788.08, "word": " الوصول", "probability": 0.9898681640625}, {"start": 788.08, "end": 788.36, "word": " للقمة", "probability": 0.9474283854166666}, {"start": 788.36, "end": 788.64, "word": " عفوا", "probability": 0.7247721354166666}, {"start": 788.64, "end": 789.18, "word": " سهلا،", "probability": 0.869384765625}, {"start": 789.18, "end": 789.34, "word": " لكن", "probability": 0.98046875}, {"start": 789.34, "end": 789.96, "word": " المحافظة", "probability": 0.80673828125}, {"start": 789.96, "end": 790.22, "word": " عليها", "probability": 0.95263671875}, {"start": 790.22, "end": 790.4, "word": " هو", "probability": 0.4658203125}, {"start": 790.4, "end": 790.8, "word": " الصعب", "probability": 0.7771809895833334}], "temperature": 1.0}, {"id": 31, "seek": 81821, "start": 791.15, "end": 818.21, "text": "هم وصلوا القمة فرحوا فإيجد Apple وإيجد بعد كده Iphone مسحوهم من الوجود طبعا هي رجعت ناقية موجودة في السوق لكن مش زي زمان و لا جادة تصل للسوق العالمي لإن في وحوش أمامها فيه هتان اللي هم Apple و Samsung و هلأ في شركات جديدة هواوي صحيح طبعا كان في ناقصهم في دراسة البيئة الخارجية لإن لو كانوا دراسوا البيئة الخارجية كان عندهم فيها ممارسين تدرسونا بهم", "tokens": [16095, 4032, 36520, 14407, 25062, 46007, 6156, 2288, 5016, 14407, 6156, 28814, 1829, 7435, 3215, 6373, 4032, 28814, 1829, 7435, 3215, 39182, 9122, 3215, 3224, 286, 4977, 47524, 5016, 2407, 16095, 9154, 2423, 29245, 23328, 23032, 3555, 3615, 995, 39896, 12602, 7435, 34268, 8717, 995, 4587, 10632, 3714, 29245, 23328, 3660, 8978, 21136, 30543, 44381, 37893, 30767, 1829, 30767, 2304, 7649, 4032, 20193, 10874, 18513, 3660, 6055, 36520, 24976, 3794, 30543, 18863, 45340, 1829, 5296, 28814, 1863, 8978, 4032, 5016, 2407, 8592, 5551, 2304, 10943, 11296, 8978, 3224, 8032, 2655, 7649, 13672, 1829, 8032, 2304, 6373, 4032, 13173, 4032, 8032, 1211, 10721, 8978, 13412, 31747, 9307, 10874, 16254, 41891, 8032, 14407, 45865, 20328, 5016, 1829, 5016, 23032, 3555, 3615, 995, 25961, 8978, 8717, 995, 4587, 9381, 16095, 8978, 11778, 23557, 3794, 3660, 2423, 21292, 19986, 3660, 33962, 9640, 7435, 10632, 5296, 28814, 1863, 45164, 25961, 14407, 11778, 23557, 3794, 14407, 2423, 21292, 19986, 3660, 33962, 9640, 7435, 10632, 25961, 43242, 16095, 8978, 11296, 3714, 2304, 9640, 3794, 9957, 6055, 3215, 2288, 3794, 2407, 8315, 4724, 16095], "avg_logprob": -0.2379943529764811, "compression_ratio": 1.9297124600638977, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 791.15, "end": 791.39, "word": "هم", "probability": 0.71826171875}, {"start": 791.39, "end": 791.75, "word": " وصلوا", "probability": 0.96484375}, {"start": 791.75, "end": 792.09, "word": " القمة", "probability": 0.628662109375}, {"start": 792.09, "end": 792.65, "word": " فرحوا", "probability": 0.843017578125}, {"start": 792.65, "end": 793.57, "word": " فإيجد", "probability": 0.768994140625}, {"start": 793.57, "end": 794.05, "word": " Apple", "probability": 0.310302734375}, {"start": 794.05, "end": 795.23, "word": " وإيجد", "probability": 0.905078125}, {"start": 795.23, "end": 795.41, "word": " بعد", "probability": 0.9169921875}, {"start": 795.41, "end": 795.65, "word": " كده", "probability": 0.986328125}, {"start": 795.65, "end": 796.13, "word": " Iphone", "probability": 0.568603515625}, {"start": 796.13, "end": 796.95, "word": " مسحوهم", "probability": 0.79888916015625}, {"start": 796.95, "end": 797.13, "word": " من", "probability": 0.9931640625}, {"start": 797.13, "end": 797.55, "word": " الوجود", "probability": 0.95166015625}, {"start": 797.55, "end": 798.13, "word": " طبعا", "probability": 0.8870849609375}, {"start": 798.13, "end": 798.31, "word": " هي", "probability": 0.63623046875}, {"start": 798.31, "end": 798.75, "word": " رجعت", "probability": 0.9794921875}, {"start": 798.75, "end": 799.13, "word": " ناقية", "probability": 0.73577880859375}, {"start": 799.13, "end": 799.73, "word": " موجودة", "probability": 0.87646484375}, {"start": 799.73, "end": 799.83, "word": " في", "probability": 0.9248046875}, {"start": 799.83, "end": 800.13, "word": " السوق", "probability": 0.989990234375}, {"start": 800.13, "end": 800.33, "word": " لكن", "probability": 0.833984375}, {"start": 800.33, "end": 800.59, "word": " مش", "probability": 0.98583984375}, {"start": 800.59, "end": 800.75, "word": " زي", "probability": 0.968017578125}, {"start": 800.75, "end": 801.17, "word": " زمان", "probability": 0.8323567708333334}, {"start": 801.17, "end": 801.35, "word": " و", "probability": 0.1954345703125}, {"start": 801.35, "end": 801.51, "word": " لا", "probability": 0.68505859375}, {"start": 801.51, "end": 801.87, "word": " جادة", "probability": 0.7244466145833334}, {"start": 801.87, "end": 802.21, "word": " تصل", "probability": 0.903564453125}, {"start": 802.21, "end": 802.57, "word": " للسوق", "probability": 0.8483072916666666}, {"start": 802.57, "end": 802.95, "word": " العالمي", "probability": 0.9874674479166666}, {"start": 802.95, "end": 803.17, "word": " لإن", "probability": 0.82470703125}, {"start": 803.17, "end": 803.35, "word": " في", "probability": 0.463623046875}, {"start": 803.35, "end": 803.81, "word": " وحوش", "probability": 0.9736328125}, {"start": 803.81, "end": 804.17, "word": " أمامها", "probability": 0.9423828125}, {"start": 804.17, "end": 804.43, "word": " فيه", "probability": 0.72314453125}, {"start": 804.43, "end": 804.97, "word": " هتان", "probability": 0.5067545572916666}, {"start": 804.97, "end": 805.31, "word": " اللي", "probability": 0.978515625}, {"start": 805.31, "end": 805.51, "word": " هم", "probability": 0.869384765625}, {"start": 805.51, "end": 805.87, "word": " Apple", "probability": 0.92626953125}, {"start": 805.87, "end": 806.79, "word": " و", "probability": 0.9521484375}, {"start": 806.79, "end": 807.97, "word": " Samsung", "probability": 0.69287109375}, {"start": 807.97, "end": 808.39, "word": " و", "probability": 0.890625}, {"start": 808.39, "end": 808.69, "word": " هلأ", "probability": 0.6690673828125}, {"start": 808.69, "end": 808.85, "word": " في", "probability": 0.85791015625}, {"start": 808.85, "end": 809.37, "word": " شركات", "probability": 0.99462890625}, {"start": 809.37, "end": 810.61, "word": " جديدة", "probability": 0.9850260416666666}, {"start": 810.61, "end": 811.57, "word": " هواوي", "probability": 0.692138671875}, {"start": 811.57, "end": 812.37, "word": " صحيح", "probability": 0.8980712890625}, {"start": 812.37, "end": 812.65, "word": " طبعا", "probability": 0.97802734375}, {"start": 812.65, "end": 812.85, "word": " كان", "probability": 0.8974609375}, {"start": 812.85, "end": 812.97, "word": " في", "probability": 0.84033203125}, {"start": 812.97, "end": 813.55, "word": " ناقصهم", "probability": 0.83369140625}, {"start": 813.55, "end": 813.67, "word": " في", "probability": 0.233154296875}, {"start": 813.67, "end": 813.99, "word": " دراسة", "probability": 0.8902587890625}, {"start": 813.99, "end": 814.19, "word": " البيئة", "probability": 0.8759765625}, {"start": 814.19, "end": 814.67, "word": " الخارجية", "probability": 0.9871826171875}, {"start": 814.67, "end": 814.81, "word": " لإن", "probability": 0.7041015625}, {"start": 814.81, "end": 814.95, "word": " لو", "probability": 0.5986328125}, {"start": 814.95, "end": 815.15, "word": " كانوا", "probability": 0.9443359375}, {"start": 815.15, "end": 815.39, "word": " دراسوا", "probability": 0.76080322265625}, {"start": 815.39, "end": 815.57, "word": " البيئة", "probability": 0.9697265625}, {"start": 815.57, "end": 815.97, "word": " الخارجية", "probability": 0.9920654296875}, {"start": 815.97, "end": 816.11, "word": " كان", "probability": 0.8837890625}, {"start": 816.11, "end": 816.39, "word": " عندهم", "probability": 0.905029296875}, {"start": 816.39, "end": 816.59, "word": " فيها", "probability": 0.65771484375}, {"start": 816.59, "end": 817.31, "word": " ممارسين", "probability": 0.642431640625}, {"start": 817.31, "end": 817.95, "word": " تدرسونا", "probability": 0.635986328125}, {"start": 817.95, "end": 818.21, "word": " بهم", "probability": 0.6015625}], "temperature": 1.0}, {"id": 32, "seek": 84066, "start": 819.06, "end": 840.66, "text": "أهم المطلبات الزبالة هو جوال في جوالات Nokia لو تذكرها كان حجمها صغير، ففي ناس اللي عندهم نظر .. مشكلة في النظر فماكانوش مرتاحين معاها، كمان هي ماتطولتش، فماشي طبيعي لما تلاقي جوال بسعر مناسب فيه كاميرا، فيه تطبيقات، هتسيبي Nokia وفعلا ماهو ضروري بقى قطة الخوش Nokia من السوق قبل عدة سنوات عادت ولكن ليس بنفس الحظر", "tokens": [10721, 16095, 9673, 9566, 46152, 9307, 6024, 110, 3555, 6027, 3660, 31439, 10874, 2407, 6027, 8978, 10874, 2407, 6027, 9307, 43980, 45164, 6055, 8848, 37983, 11296, 25961, 11331, 7435, 2304, 11296, 20328, 17082, 13546, 12399, 6156, 41185, 8717, 32277, 13672, 1829, 43242, 16095, 8717, 19913, 2288, 4386, 37893, 28820, 3660, 8978, 28239, 19913, 2288, 6156, 15042, 41361, 2407, 8592, 3714, 43500, 39319, 9957, 20449, 995, 11296, 12399, 9122, 2304, 7649, 39896, 3714, 9307, 9566, 12610, 2655, 8592, 12399, 6156, 2304, 33599, 1829, 23032, 21292, 3615, 1829, 5296, 15042, 6055, 15040, 38436, 10874, 2407, 6027, 4724, 3794, 3615, 2288, 3714, 8315, 35457, 8978, 3224, 9122, 10943, 13546, 995, 12399, 8978, 3224, 6055, 9566, 21292, 4587, 9307, 12399, 8032, 2655, 3794, 1829, 21292, 43980, 4032, 5172, 3615, 15040, 19446, 3224, 2407, 48812, 2288, 13063, 1829, 4724, 4587, 7578, 12174, 9566, 3660, 33962, 2407, 8592, 43980, 9154, 21136, 30543, 12174, 36150, 6225, 41891, 8608, 1863, 2407, 9307, 6225, 18513, 2655, 35525, 19452, 32239, 3794, 44945, 36178, 21542, 19913, 2288], "avg_logprob": -0.25598802645049407, "compression_ratio": 1.8344370860927153, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 819.06, "end": 819.46, "word": "أهم", "probability": 0.85205078125}, {"start": 819.46, "end": 820.28, "word": " المطلبات", "probability": 0.81396484375}, {"start": 820.28, "end": 820.76, "word": " الزبالة", "probability": 0.79765625}, {"start": 820.76, "end": 820.9, "word": " هو", "probability": 0.2822265625}, {"start": 820.9, "end": 821.0, "word": " جوال", "probability": 0.8126627604166666}, {"start": 821.0, "end": 821.1, "word": " في", "probability": 0.457275390625}, {"start": 821.1, "end": 821.44, "word": " جوالات", "probability": 0.85174560546875}, {"start": 821.44, "end": 821.62, "word": " Nokia", "probability": 0.7021484375}, {"start": 821.62, "end": 821.82, "word": " لو", "probability": 0.9033203125}, {"start": 821.82, "end": 822.34, "word": " تذكرها", "probability": 0.528076171875}, {"start": 822.34, "end": 822.48, "word": " كان", "probability": 0.8935546875}, {"start": 822.48, "end": 822.86, "word": " حجمها", "probability": 0.8948974609375}, {"start": 822.86, "end": 823.14, "word": " صغير،", "probability": 0.751220703125}, {"start": 823.14, "end": 823.34, "word": " ففي", "probability": 0.8564453125}, {"start": 823.34, "end": 823.58, "word": " ناس", "probability": 0.975341796875}, {"start": 823.58, "end": 823.72, "word": " اللي", "probability": 0.9658203125}, {"start": 823.72, "end": 823.98, "word": " عندهم", "probability": 0.7919921875}, {"start": 823.98, "end": 824.22, "word": " نظر", "probability": 0.8727213541666666}, {"start": 824.22, "end": 824.32, "word": " ..", "probability": 0.56787109375}, {"start": 824.32, "end": 824.66, "word": " مشكلة", "probability": 0.96337890625}, {"start": 824.66, "end": 824.76, "word": " في", "probability": 0.92724609375}, {"start": 824.76, "end": 825.4, "word": " النظر", "probability": 0.95751953125}, {"start": 825.4, "end": 826.34, "word": " فماكانوش", "probability": 0.7763671875}, {"start": 826.34, "end": 826.82, "word": " مرتاحين", "probability": 0.8653564453125}, {"start": 826.82, "end": 827.28, "word": " معاها،", "probability": 0.8819580078125}, {"start": 827.28, "end": 827.44, "word": " كمان", "probability": 0.9931640625}, {"start": 827.44, "end": 827.56, "word": " هي", "probability": 0.81982421875}, {"start": 827.56, "end": 828.94, "word": " ماتطولتش،", "probability": 0.7345145089285714}, {"start": 828.94, "end": 829.16, "word": " فماشي", "probability": 0.601776123046875}, {"start": 829.16, "end": 829.48, "word": " طبيعي", "probability": 0.8758544921875}, {"start": 829.48, "end": 829.64, "word": " لما", "probability": 0.9384765625}, {"start": 829.64, "end": 829.96, "word": " تلاقي", "probability": 0.9783528645833334}, {"start": 829.96, "end": 830.38, "word": " جوال", "probability": 0.9920247395833334}, {"start": 830.38, "end": 830.72, "word": " بسعر", "probability": 0.8812255859375}, {"start": 830.72, "end": 831.16, "word": " مناسب", "probability": 0.93896484375}, {"start": 831.16, "end": 831.44, "word": " فيه", "probability": 0.884521484375}, {"start": 831.44, "end": 831.84, "word": " كاميرا،", "probability": 0.8246337890625}, {"start": 831.84, "end": 831.96, "word": " فيه", "probability": 0.907470703125}, {"start": 831.96, "end": 832.5, "word": " تطبيقات،", "probability": 0.902099609375}, {"start": 832.5, "end": 832.86, "word": " هتسيبي", "probability": 0.898046875}, {"start": 832.86, "end": 833.22, "word": " Nokia", "probability": 0.939453125}, {"start": 833.22, "end": 834.04, "word": " وفعلا", "probability": 0.863525390625}, {"start": 834.04, "end": 834.28, "word": " ماهو", "probability": 0.5115966796875}, {"start": 834.28, "end": 834.6, "word": " ضروري", "probability": 0.4678955078125}, {"start": 834.6, "end": 834.7, "word": " بقى", "probability": 0.77490234375}, {"start": 834.7, "end": 834.94, "word": " قطة", "probability": 0.4369710286458333}, {"start": 834.94, "end": 835.26, "word": " الخوش", "probability": 0.5355631510416666}, {"start": 835.26, "end": 835.52, "word": " Nokia", "probability": 0.93505859375}, {"start": 835.52, "end": 835.72, "word": " من", "probability": 0.9951171875}, {"start": 835.72, "end": 836.12, "word": " السوق", "probability": 0.970703125}, {"start": 836.12, "end": 836.78, "word": " قبل", "probability": 0.91162109375}, {"start": 836.78, "end": 837.0, "word": " عدة", "probability": 0.98046875}, {"start": 837.0, "end": 837.86, "word": " سنوات", "probability": 0.9534912109375}, {"start": 837.86, "end": 838.42, "word": " عادت", "probability": 0.8834635416666666}, {"start": 838.42, "end": 838.74, "word": " ولكن", "probability": 0.759033203125}, {"start": 838.74, "end": 839.2, "word": " ليس", "probability": 0.966552734375}, {"start": 839.2, "end": 839.66, "word": " بنفس", "probability": 0.964111328125}, {"start": 839.66, "end": 840.66, "word": " الحظر", "probability": 0.6272786458333334}], "temperature": 1.0}, {"id": 33, "seek": 86544, "start": 841.78, "end": 865.44, "text": "هنبدأ نحكي عن الإدارة الاستراتيجية بعد هذه القصة، في حد ممكن يحكيلي إيش فكرته عن إدارة استراتيجية؟ شو بعرف عن الإدارة الاستراتيجية؟ الفرق بينها، بين الإدارة العامة اللي احنا ندرسها و بين الإدارة الاستراتيجية؟ إحنا ماكنت ندرسه لأعمار، الإدارة العامة دي السياسة، علم السياسة، إحنا ماكنت ندرس إدارة أعمال و business إدارة الأعمار و الإدارة طبعا يا أخوات، ال strategy", "tokens": [3224, 1863, 44510, 10721, 8717, 5016, 4117, 1829, 18871, 33688, 3215, 9640, 3660, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 39182, 29538, 25062, 9381, 3660, 12399, 8978, 11331, 3215, 3714, 43020, 7251, 5016, 4117, 1829, 20292, 11933, 1829, 8592, 6156, 4117, 43500, 3224, 18871, 11933, 3215, 9640, 3660, 44713, 2288, 9307, 1829, 7435, 10632, 22807, 13412, 2407, 45030, 28480, 18871, 33688, 3215, 9640, 3660, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 22807, 27188, 2288, 4587, 49374, 11296, 12399, 49374, 33688, 3215, 9640, 3660, 18863, 10943, 3660, 13672, 1829, 1975, 5016, 8315, 8717, 3215, 2288, 3794, 11296, 4032, 49374, 33688, 3215, 9640, 3660, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 22807, 11933, 5016, 8315, 19446, 19452, 2655, 8717, 3215, 2288, 3794, 3224, 5296, 10721, 25957, 9640, 12399, 33688, 3215, 9640, 3660, 18863, 10943, 3660, 11778, 1829, 21136, 25528, 3794, 3660, 12399, 11203, 2304, 21136, 25528, 3794, 3660, 12399, 11933, 5016, 8315, 19446, 19452, 2655, 8717, 3215, 2288, 3794, 11933, 3215, 9640, 3660, 5551, 25957, 6027, 4032, 1606, 11933, 3215, 9640, 3660, 16247, 25957, 9640, 4032, 33688, 3215, 9640, 3660, 23032, 3555, 3615, 995, 35186, 5551, 9778, 2407, 9307, 12399, 2423, 5206], "avg_logprob": -0.18308246791050697, "compression_ratio": 2.4291044776119404, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 841.78, "end": 842.48, "word": "هنبدأ", "probability": 0.97412109375}, {"start": 842.48, "end": 842.84, "word": " نحكي", "probability": 0.95654296875}, {"start": 842.84, "end": 843.08, "word": " عن", "probability": 0.99462890625}, {"start": 843.08, "end": 843.64, "word": " الإدارة", "probability": 0.98583984375}, {"start": 843.64, "end": 844.54, "word": " الاستراتيجية", "probability": 0.9014020647321429}, {"start": 844.54, "end": 845.34, "word": " بعد", "probability": 0.71728515625}, {"start": 845.34, "end": 845.58, "word": " هذه", "probability": 0.48291015625}, {"start": 845.58, "end": 846.12, "word": " القصة،", "probability": 0.80975341796875}, {"start": 846.12, "end": 846.2, "word": " في", "probability": 0.67333984375}, {"start": 846.2, "end": 846.44, "word": " حد", "probability": 0.787841796875}, {"start": 846.44, "end": 846.78, "word": " ممكن", "probability": 0.98828125}, {"start": 846.78, "end": 847.42, "word": " يحكيلي", "probability": 0.9138671875}, {"start": 847.42, "end": 847.78, "word": " إيش", "probability": 0.8567708333333334}, {"start": 847.78, "end": 848.16, "word": " فكرته", "probability": 0.9068603515625}, {"start": 848.16, "end": 848.3, "word": " عن", "probability": 0.98974609375}, {"start": 848.3, "end": 848.56, "word": " إدارة", "probability": 0.9664306640625}, {"start": 848.56, "end": 849.44, "word": " استراتيجية؟", "probability": 0.9142717633928571}, {"start": 849.44, "end": 849.56, "word": " شو", "probability": 0.92138671875}, {"start": 849.56, "end": 849.94, "word": " بعرف", "probability": 0.79052734375}, {"start": 849.94, "end": 850.16, "word": " عن", "probability": 0.7783203125}, {"start": 850.16, "end": 850.66, "word": " الإدارة", "probability": 0.991455078125}, {"start": 850.66, "end": 851.42, "word": " الاستراتيجية؟", "probability": 0.94366455078125}, {"start": 851.42, "end": 851.82, "word": " الفرق", "probability": 0.984375}, {"start": 851.82, "end": 852.28, "word": " بينها،", "probability": 0.9191080729166666}, {"start": 852.28, "end": 852.4, "word": " بين", "probability": 0.98779296875}, {"start": 852.4, "end": 852.88, "word": " الإدارة", "probability": 0.99462890625}, {"start": 852.88, "end": 853.36, "word": " العامة", "probability": 0.99267578125}, {"start": 853.36, "end": 853.46, "word": " اللي", "probability": 0.920166015625}, {"start": 853.46, "end": 853.64, "word": " احنا", "probability": 0.8181966145833334}, {"start": 853.64, "end": 854.16, "word": " ندرسها", "probability": 0.94130859375}, {"start": 854.16, "end": 854.32, "word": " و", "probability": 0.46826171875}, {"start": 854.32, "end": 854.48, "word": " بين", "probability": 0.9189453125}, {"start": 854.48, "end": 854.84, "word": " الإدارة", "probability": 0.982666015625}, {"start": 854.84, "end": 856.22, "word": " الاستراتيجية؟", "probability": 0.9515380859375}, {"start": 856.22, "end": 856.4, "word": " إحنا", "probability": 0.8120930989583334}, {"start": 856.4, "end": 856.74, "word": " ماكنت", "probability": 0.6700032552083334}, {"start": 856.74, "end": 857.06, "word": " ندرسه", "probability": 0.6003662109375}, {"start": 857.06, "end": 857.56, "word": " لأعمار،", "probability": 0.56982421875}, {"start": 857.56, "end": 857.96, "word": " الإدارة", "probability": 0.9940185546875}, {"start": 857.96, "end": 858.24, "word": " العامة", "probability": 0.9954427083333334}, {"start": 858.24, "end": 858.34, "word": " دي", "probability": 0.6514892578125}, {"start": 858.34, "end": 859.38, "word": " السياسة،", "probability": 0.9552734375}, {"start": 859.38, "end": 859.58, "word": " علم", "probability": 0.937744140625}, {"start": 859.58, "end": 860.38, "word": " السياسة،", "probability": 0.9353515625}, {"start": 860.38, "end": 860.52, "word": " إحنا", "probability": 0.873046875}, {"start": 860.52, "end": 860.7, "word": " ماكنت", "probability": 0.677734375}, {"start": 860.7, "end": 860.8, "word": " ندرس", "probability": 0.929443359375}, {"start": 860.8, "end": 861.0, "word": " إدارة", "probability": 0.80859375}, {"start": 861.0, "end": 861.28, "word": " أعمال", "probability": 0.6946614583333334}, {"start": 861.28, "end": 861.38, "word": " و", "probability": 0.8935546875}, {"start": 861.38, "end": 861.76, "word": " business", "probability": 0.8173828125}, {"start": 861.76, "end": 862.54, "word": " إدارة", "probability": 0.98779296875}, {"start": 862.54, "end": 863.06, "word": " الأعمار", "probability": 0.9873046875}, {"start": 863.06, "end": 863.2, "word": " و", "probability": 0.83837890625}, {"start": 863.2, "end": 863.62, "word": " الإدارة", "probability": 0.98291015625}, {"start": 863.62, "end": 864.58, "word": " طبعا", "probability": 0.85223388671875}, {"start": 864.58, "end": 864.68, "word": " يا", "probability": 0.37109375}, {"start": 864.68, "end": 864.96, "word": " أخوات،", "probability": 0.605908203125}, {"start": 864.96, "end": 865.04, "word": " ال", "probability": 0.564453125}, {"start": 865.04, "end": 865.44, "word": " strategy", "probability": 0.7236328125}], "temperature": 1.0}, {"id": 34, "seek": 87914, "start": 866.26, "end": 879.14, "text": "الكلمة اللاتينية معناها general، اول ما بدت الاستراتيجيات بدت في المجال العسكري، بعد كده انتقلت لمجال مدني، فهي مقصود بالإدارة استراتيجية أو إدارة ال general", "tokens": [6027, 4117, 19528, 3660, 13672, 9307, 9957, 10632, 20449, 8315, 11296, 2674, 12399, 1975, 12610, 19446, 47525, 2655, 42963, 14851, 2288, 9307, 1829, 7435, 1829, 9307, 47525, 2655, 8978, 9673, 7435, 6027, 18863, 3794, 4117, 16572, 12399, 39182, 9122, 3215, 3224, 16472, 2655, 4587, 1211, 2655, 32767, 7435, 6027, 3714, 3215, 22653, 12399, 6156, 3224, 1829, 3714, 4587, 9381, 23328, 20666, 28814, 3215, 9640, 3660, 44713, 2288, 9307, 1829, 7435, 10632, 34051, 11933, 3215, 9640, 3660, 2423, 2674], "avg_logprob": -0.19195015483264682, "compression_ratio": 1.6727272727272726, "no_speech_prob": 0.0, "words": [{"start": 866.26, "end": 866.66, "word": "الكلمة", "probability": 0.869140625}, {"start": 866.66, "end": 867.3, "word": " اللاتينية", "probability": 0.941650390625}, {"start": 867.3, "end": 867.86, "word": " معناها", "probability": 0.9583333333333334}, {"start": 867.86, "end": 869.36, "word": " general،", "probability": 0.490966796875}, {"start": 869.36, "end": 869.88, "word": " اول", "probability": 0.5281982421875}, {"start": 869.88, "end": 870.0, "word": " ما", "probability": 0.73388671875}, {"start": 870.0, "end": 870.18, "word": " بدت", "probability": 0.884521484375}, {"start": 870.18, "end": 870.76, "word": " الاستراتيجيات", "probability": 0.891845703125}, {"start": 870.76, "end": 871.0, "word": " بدت", "probability": 0.94091796875}, {"start": 871.0, "end": 871.1, "word": " في", "probability": 0.95556640625}, {"start": 871.1, "end": 871.44, "word": " المجال", "probability": 0.97607421875}, {"start": 871.44, "end": 872.98, "word": " العسكري،", "probability": 0.9025390625}, {"start": 872.98, "end": 873.26, "word": " بعد", "probability": 0.951171875}, {"start": 873.26, "end": 873.48, "word": " كده", "probability": 0.9567057291666666}, {"start": 873.48, "end": 874.22, "word": " انتقلت", "probability": 0.90009765625}, {"start": 874.22, "end": 874.58, "word": " لمجال", "probability": 0.8164876302083334}, {"start": 874.58, "end": 876.32, "word": " مدني،", "probability": 0.9561767578125}, {"start": 876.32, "end": 876.54, "word": " فهي", "probability": 0.6119791666666666}, {"start": 876.54, "end": 877.02, "word": " مقصود", "probability": 0.86737060546875}, {"start": 877.02, "end": 877.66, "word": " بالإدارة", "probability": 0.75908203125}, {"start": 877.66, "end": 878.34, "word": " استراتيجية", "probability": 0.9574381510416666}, {"start": 878.34, "end": 878.52, "word": " أو", "probability": 0.7021484375}, {"start": 878.52, "end": 878.88, "word": " إدارة", "probability": 0.9383544921875}, {"start": 878.88, "end": 878.96, "word": " ال", "probability": 0.673828125}, {"start": 878.96, "end": 879.14, "word": " general", "probability": 0.53564453125}], "temperature": 1.0}, {"id": 35, "seek": 90996, "start": 886.32, "end": 909.96, "text": "مهلا عنده فكرة من كلمة استراتيجية استراتيجية مش مشكلة خلّيني أساعدهم استراتيجية يعني أنا بحكي في هدف بعيد هدف محتاج من تلت سنين لخمس سنين ممتاز أنا مابحكي على المدى القريب هاي أول شغلة بالاستراتيجية إذا نحكي عن خطة بدي من هنا لخمس سنوات بس نفّدها يعني روحي في المستقبل يبقى واضحة أمامي", "tokens": [2304, 3224, 15040, 43242, 3224, 6156, 4117, 25720, 9154, 9122, 19528, 3660, 44713, 2288, 9307, 1829, 7435, 10632, 44713, 2288, 9307, 1829, 7435, 10632, 37893, 37893, 28820, 3660, 16490, 1211, 11703, 9957, 1829, 5551, 3794, 995, 22488, 16095, 44713, 2288, 9307, 1829, 7435, 10632, 37495, 22653, 41850, 4724, 5016, 4117, 1829, 8978, 8032, 3215, 5172, 45030, 25708, 8032, 3215, 5172, 3714, 33753, 26108, 9154, 6055, 1211, 2655, 8608, 1863, 9957, 5296, 9778, 2304, 3794, 8608, 1863, 9957, 3714, 2304, 2655, 31377, 41850, 19446, 49628, 4117, 1829, 15844, 9673, 3215, 7578, 25062, 16572, 3555, 8032, 47302, 5551, 12610, 13412, 17082, 37977, 20666, 995, 14851, 2288, 9307, 1829, 7435, 10632, 11933, 15730, 8717, 5016, 4117, 1829, 18871, 16490, 9566, 3660, 4724, 16254, 9154, 34105, 5296, 9778, 2304, 3794, 8608, 1863, 2407, 9307, 4724, 3794, 8717, 5172, 11703, 3215, 11296, 37495, 22653, 12602, 2407, 5016, 1829, 8978, 9673, 14851, 4587, 36150, 7251, 3555, 4587, 7578, 4032, 46958, 5016, 3660, 5551, 2304, 10943, 1829], "avg_logprob": -0.1640139751552795, "compression_ratio": 2.105691056910569, "no_speech_prob": 2.0265579223632812e-06, "words": [{"start": 886.32, "end": 886.76, "word": "مهلا", "probability": 0.8302408854166666}, {"start": 886.76, "end": 887.02, "word": " عنده", "probability": 0.91455078125}, {"start": 887.02, "end": 887.46, "word": " فكرة", "probability": 0.98974609375}, {"start": 887.46, "end": 888.0, "word": " من", "probability": 0.2435302734375}, {"start": 888.0, "end": 888.32, "word": " كلمة", "probability": 0.9874674479166666}, {"start": 888.32, "end": 889.16, "word": " استراتيجية", "probability": 0.9619954427083334}, {"start": 889.16, "end": 890.28, "word": " استراتيجية", "probability": 0.94287109375}, {"start": 890.28, "end": 891.52, "word": " مش", "probability": 0.75439453125}, {"start": 891.52, "end": 892.02, "word": " مشكلة", "probability": 0.98046875}, {"start": 892.02, "end": 892.36, "word": " خلّيني", "probability": 0.783251953125}, {"start": 892.36, "end": 892.8, "word": " أساعدهم", "probability": 0.9568359375}, {"start": 892.8, "end": 893.5, "word": " استراتيجية", "probability": 0.9729817708333334}, {"start": 893.5, "end": 893.72, "word": " يعني", "probability": 0.970947265625}, {"start": 893.72, "end": 893.92, "word": " أنا", "probability": 0.78662109375}, {"start": 893.92, "end": 894.42, "word": " بحكي", "probability": 0.9765625}, {"start": 894.42, "end": 894.72, "word": " في", "probability": 0.9736328125}, {"start": 894.72, "end": 895.62, "word": " هدف", "probability": 0.9728190104166666}, {"start": 895.62, "end": 896.1, "word": " بعيد", "probability": 0.995849609375}, {"start": 896.1, "end": 896.8, "word": " هدف", "probability": 0.8761393229166666}, {"start": 896.8, "end": 897.32, "word": " محتاج", "probability": 0.9957682291666666}, {"start": 897.32, "end": 897.48, "word": " من", "probability": 0.99609375}, {"start": 897.48, "end": 897.74, "word": " تلت", "probability": 0.92236328125}, {"start": 897.74, "end": 898.06, "word": " سنين", "probability": 0.9879557291666666}, {"start": 898.06, "end": 898.44, "word": " لخمس", "probability": 0.9866943359375}, {"start": 898.44, "end": 898.8, "word": " سنين", "probability": 0.9943033854166666}, {"start": 898.8, "end": 899.14, "word": " ممتاز", "probability": 0.81121826171875}, {"start": 899.14, "end": 899.36, "word": " أنا", "probability": 0.60009765625}, {"start": 899.36, "end": 899.8, "word": " مابحكي", "probability": 0.85400390625}, {"start": 899.8, "end": 899.92, "word": " على", "probability": 0.58544921875}, {"start": 899.92, "end": 900.24, "word": " المدى", "probability": 0.9501953125}, {"start": 900.24, "end": 900.88, "word": " القريب", "probability": 0.9964192708333334}, {"start": 900.88, "end": 901.62, "word": " هاي", "probability": 0.5960693359375}, {"start": 901.62, "end": 901.82, "word": " أول", "probability": 0.9638671875}, {"start": 901.82, "end": 902.12, "word": " شغلة", "probability": 0.8273111979166666}, {"start": 902.12, "end": 902.66, "word": " بالاستراتيجية", "probability": 0.9356689453125}, {"start": 902.66, "end": 902.76, "word": " إذا", "probability": 0.6424560546875}, {"start": 902.76, "end": 903.24, "word": " نحكي", "probability": 0.6982421875}, {"start": 903.24, "end": 903.38, "word": " عن", "probability": 0.82177734375}, {"start": 903.38, "end": 904.0, "word": " خطة", "probability": 0.9807942708333334}, {"start": 904.0, "end": 904.66, "word": " بدي", "probability": 0.5777587890625}, {"start": 904.66, "end": 904.74, "word": " من", "probability": 0.97607421875}, {"start": 904.74, "end": 904.9, "word": " هنا", "probability": 0.990234375}, {"start": 904.9, "end": 905.3, "word": " لخمس", "probability": 0.953125}, {"start": 905.3, "end": 905.72, "word": " سنوات", "probability": 0.8980712890625}, {"start": 905.72, "end": 905.96, "word": " بس", "probability": 0.8994140625}, {"start": 905.96, "end": 906.52, "word": " نفّدها", "probability": 0.647314453125}, {"start": 906.52, "end": 907.96, "word": " يعني", "probability": 0.954833984375}, {"start": 907.96, "end": 908.28, "word": " روحي", "probability": 0.8031005859375}, {"start": 908.28, "end": 908.36, "word": " في", "probability": 0.572265625}, {"start": 908.36, "end": 908.86, "word": " المستقبل", "probability": 0.9134521484375}, {"start": 908.86, "end": 909.1, "word": " يبقى", "probability": 0.62652587890625}, {"start": 909.1, "end": 909.6, "word": " واضحة", "probability": 0.941650390625}, {"start": 909.6, "end": 909.96, "word": " أمامي", "probability": 0.7335205078125}], "temperature": 1.0}, {"id": 36, "seek": 93391, "start": 910.49, "end": 933.91, "text": "أيوة؟ هنبلش ندرس اللى هى طبيعة الإدارة اللى .. هنشوف الأشياء اللى راح ندرسها طبيعة الإدارة الاستراتيجية، صياغة الاستراتيجية، تنفيذ الاستراتيجية ورابعا تقييم ورقابة الاستراتيجية حتى هو استغل إنسان لو ماكانش له استراتيجية لمستقبل هو كشخص، مستقبل أولاده وعائلته وشغله، بقى زى ما هو", "tokens": [10721, 1829, 2407, 3660, 22807, 8032, 1863, 36150, 8592, 8717, 3215, 2288, 3794, 13672, 7578, 8032, 7578, 23032, 21292, 27884, 33688, 3215, 9640, 3660, 13672, 7578, 4386, 8032, 1863, 8592, 38688, 16247, 8592, 1829, 16606, 13672, 7578, 12602, 39319, 8717, 3215, 2288, 3794, 11296, 23032, 21292, 27884, 33688, 3215, 9640, 3660, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 12399, 20328, 1829, 5718, 118, 3660, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 12399, 6055, 1863, 41185, 8848, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 4032, 23557, 3555, 3615, 995, 6055, 38436, 32640, 4032, 2288, 4587, 16758, 3660, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 11331, 49975, 31439, 44713, 17082, 1211, 36145, 3794, 7649, 45164, 19446, 41361, 8592, 46740, 44713, 2288, 9307, 1829, 7435, 10632, 32767, 14851, 4587, 36150, 31439, 9122, 8592, 9778, 9381, 12399, 3714, 14851, 4587, 36150, 5551, 12610, 18513, 3224, 4032, 3615, 16373, 1211, 47395, 4032, 8592, 17082, 43761, 12399, 4724, 4587, 7578, 30767, 7578, 19446, 31439], "avg_logprob": -0.13757862010092106, "compression_ratio": 2.1931330472103006, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 910.49, "end": 911.49, "word": "أيوة؟", "probability": 0.8021484375}, {"start": 911.49, "end": 912.03, "word": " هنبلش", "probability": 0.72076416015625}, {"start": 912.03, "end": 912.53, "word": " ندرس", "probability": 0.9947509765625}, {"start": 912.53, "end": 912.69, "word": " اللى", "probability": 0.5712890625}, {"start": 912.69, "end": 912.83, "word": " هى", "probability": 0.762451171875}, {"start": 912.83, "end": 913.25, "word": " طبيعة", "probability": 0.9747721354166666}, {"start": 913.25, "end": 913.85, "word": " الإدارة", "probability": 0.9788818359375}, {"start": 913.85, "end": 914.17, "word": " اللى", "probability": 0.804443359375}, {"start": 914.17, "end": 914.31, "word": " ..", "probability": 0.487060546875}, {"start": 914.31, "end": 914.81, "word": " هنشوف", "probability": 0.9615478515625}, {"start": 914.81, "end": 915.45, "word": " الأشياء", "probability": 0.9415283203125}, {"start": 915.45, "end": 915.57, "word": " اللى", "probability": 0.995361328125}, {"start": 915.57, "end": 915.67, "word": " راح", "probability": 0.908935546875}, {"start": 915.67, "end": 916.09, "word": " ندرسها", "probability": 0.9865234375}, {"start": 916.09, "end": 916.49, "word": " طبيعة", "probability": 0.9044596354166666}, {"start": 916.49, "end": 916.91, "word": " الإدارة", "probability": 0.9959716796875}, {"start": 916.91, "end": 918.29, "word": " الاستراتيجية،", "probability": 0.8992919921875}, {"start": 918.29, "end": 918.79, "word": " صياغة", "probability": 0.7857421875}, {"start": 918.79, "end": 920.21, "word": " الاستراتيجية،", "probability": 0.972900390625}, {"start": 920.21, "end": 920.71, "word": " تنفيذ", "probability": 0.9783935546875}, {"start": 920.71, "end": 921.77, "word": " الاستراتيجية", "probability": 0.9866071428571429}, {"start": 921.77, "end": 922.69, "word": " ورابعا", "probability": 0.81240234375}, {"start": 922.69, "end": 923.53, "word": " تقييم", "probability": 0.95654296875}, {"start": 923.53, "end": 924.15, "word": " ورقابة", "probability": 0.96162109375}, {"start": 924.15, "end": 925.17, "word": " الاستراتيجية", "probability": 0.9870256696428571}, {"start": 925.17, "end": 925.99, "word": " حتى", "probability": 0.86474609375}, {"start": 925.99, "end": 926.25, "word": " هو", "probability": 0.72607421875}, {"start": 926.25, "end": 926.63, "word": " استغل", "probability": 0.581298828125}, {"start": 926.63, "end": 927.11, "word": " إنسان", "probability": 0.8408203125}, {"start": 927.11, "end": 927.25, "word": " لو", "probability": 0.947265625}, {"start": 927.25, "end": 927.63, "word": " ماكانش", "probability": 0.8963216145833334}, {"start": 927.63, "end": 927.73, "word": " له", "probability": 0.32177734375}, {"start": 927.73, "end": 928.63, "word": " استراتيجية", "probability": 0.9820149739583334}, {"start": 928.63, "end": 929.91, "word": " لمستقبل", "probability": 0.97021484375}, {"start": 929.91, "end": 930.13, "word": " هو", "probability": 0.9296875}, {"start": 930.13, "end": 930.97, "word": " كشخص،", "probability": 0.89599609375}, {"start": 930.97, "end": 931.45, "word": " مستقبل", "probability": 0.9736328125}, {"start": 931.45, "end": 931.99, "word": " أولاده", "probability": 0.9263916015625}, {"start": 931.99, "end": 932.49, "word": " وعائلته", "probability": 0.7998046875}, {"start": 932.49, "end": 933.23, "word": " وشغله،", "probability": 0.92919921875}, {"start": 933.23, "end": 933.37, "word": " بقى", "probability": 0.5380045572916666}, {"start": 933.37, "end": 933.59, "word": " زى", "probability": 0.839599609375}, {"start": 933.59, "end": 933.71, "word": " ما", "probability": 0.91650390625}, {"start": 933.71, "end": 933.91, "word": " هو", "probability": 0.99853515625}], "temperature": 1.0}, {"id": 37, "seek": 96382, "start": 934.62, "end": 963.82, "text": "بالضبط إن هو معناه إنسان بس يتحرك لطعام و شراب لا يتطور، كأنه مش عايش، نفس الشيخ حسين معناته، تفضل هذا الاشي حتى بيسألونا يا عف غالبا في المقابلات إن أنت بعد خمس سنين وين شايف حالك، فإذا أنت مش شايف هدف لحياتك بعد خمس سنين، هي مشكلة، لازم أن اليوم تبدأ تفكر بطريقة استراتيجية طبعا أنت بتشوف نفسك بعد خمس سنوات بتاني تكون مخاصة ناجسية و عندك مشروع أو مضطور في شغلك، لكن لازم ناخد بعين اعتباد الظلوف المحيط", "tokens": [3555, 6027, 11242, 3555, 9566, 36145, 31439, 20449, 8315, 3224, 36145, 3794, 7649, 4724, 3794, 7251, 2655, 5016, 31747, 5296, 9566, 3615, 10943, 4032, 13412, 2288, 16758, 20193, 7251, 2655, 9566, 13063, 12399, 9122, 33456, 3224, 37893, 6225, 47302, 8592, 12399, 8717, 36178, 25124, 1829, 9778, 11331, 3794, 9957, 20449, 8315, 47395, 12399, 6055, 5172, 11242, 1211, 23758, 2423, 33599, 1829, 11331, 49975, 4724, 1829, 3794, 10721, 1211, 2407, 8315, 35186, 6225, 5172, 32771, 6027, 3555, 995, 8978, 9673, 4587, 16758, 1211, 9307, 36145, 14739, 2655, 39182, 16490, 2304, 3794, 8608, 1863, 9957, 4032, 9957, 13412, 995, 33911, 11331, 6027, 4117, 12399, 6156, 28814, 15730, 14739, 2655, 37893, 13412, 995, 33911, 8032, 3215, 5172, 5296, 5016, 1829, 9307, 4117, 39182, 16490, 2304, 3794, 8608, 1863, 9957, 12399, 39896, 37893, 28820, 3660, 12399, 5296, 31377, 2304, 14739, 45595, 20498, 6055, 44510, 10721, 6055, 5172, 37983, 4724, 9566, 16572, 28671, 44713, 2288, 9307, 1829, 7435, 10632, 23032, 3555, 3615, 995, 14739, 2655, 39894, 8592, 38688, 8717, 36178, 4117, 39182, 16490, 2304, 3794, 8608, 1863, 2407, 9307, 39894, 7649, 1829, 6055, 30544, 3714, 9778, 33546, 3660, 8717, 26108, 3794, 10632, 4032, 43242, 4117, 37893, 32887, 3615, 34051, 3714, 11242, 9566, 13063, 8978, 13412, 17082, 23275, 12399, 44381, 5296, 31377, 2304, 8717, 47283, 3215, 45030, 9957, 1975, 34268, 3555, 18513, 6024, 116, 1211, 38688, 9673, 5016, 1829, 9566], "avg_logprob": -0.20055556191338433, "compression_ratio": 2.042016806722689, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 934.62, "end": 935.06, "word": "بالضبط", "probability": 0.5775634765625}, {"start": 935.06, "end": 935.24, "word": " إن", "probability": 0.57666015625}, {"start": 935.24, "end": 935.4, "word": " هو", "probability": 0.92919921875}, {"start": 935.4, "end": 935.76, "word": " معناه", "probability": 0.7286783854166666}, {"start": 935.76, "end": 936.12, "word": " إنسان", "probability": 0.94580078125}, {"start": 936.12, "end": 936.38, "word": " بس", "probability": 0.987060546875}, {"start": 936.38, "end": 936.82, "word": " يتحرك", "probability": 0.78424072265625}, {"start": 936.82, "end": 937.32, "word": " لطعام", "probability": 0.81353759765625}, {"start": 937.32, "end": 937.48, "word": " و", "probability": 0.95556640625}, {"start": 937.48, "end": 937.88, "word": " شراب", "probability": 0.6581217447916666}, {"start": 937.88, "end": 938.16, "word": " لا", "probability": 0.424560546875}, {"start": 938.16, "end": 938.78, "word": " يتطور،", "probability": 0.807666015625}, {"start": 938.78, "end": 939.08, "word": " كأنه", "probability": 0.8307291666666666}, {"start": 939.08, "end": 939.2, "word": " مش", "probability": 0.94287109375}, {"start": 939.2, "end": 939.92, "word": " عايش،", "probability": 0.909912109375}, {"start": 939.92, "end": 940.04, "word": " نفس", "probability": 0.988525390625}, {"start": 940.04, "end": 940.34, "word": " الشيخ", "probability": 0.9290364583333334}, {"start": 940.34, "end": 940.52, "word": " حسين", "probability": 0.7482096354166666}, {"start": 940.52, "end": 941.12, "word": " معناته،", "probability": 0.8106689453125}, {"start": 941.12, "end": 941.42, "word": " تفضل", "probability": 0.851806640625}, {"start": 941.42, "end": 942.44, "word": " هذا", "probability": 0.70068359375}, {"start": 942.44, "end": 942.78, "word": " الاشي", "probability": 0.85498046875}, {"start": 942.78, "end": 943.32, "word": " حتى", "probability": 0.809326171875}, {"start": 943.32, "end": 943.88, "word": " بيسألونا", "probability": 0.8793596540178571}, {"start": 943.88, "end": 944.08, "word": " يا", "probability": 0.650390625}, {"start": 944.08, "end": 944.26, "word": " عف", "probability": 0.734130859375}, {"start": 944.26, "end": 944.7, "word": " غالبا", "probability": 0.962646484375}, {"start": 944.7, "end": 944.8, "word": " في", "probability": 0.92041015625}, {"start": 944.8, "end": 945.42, "word": " المقابلات", "probability": 0.99248046875}, {"start": 945.42, "end": 945.56, "word": " إن", "probability": 0.457275390625}, {"start": 945.56, "end": 945.76, "word": " أنت", "probability": 0.661865234375}, {"start": 945.76, "end": 945.94, "word": " بعد", "probability": 0.95458984375}, {"start": 945.94, "end": 946.26, "word": " خمس", "probability": 0.8909505208333334}, {"start": 946.26, "end": 946.54, "word": " سنين", "probability": 0.9796549479166666}, {"start": 946.54, "end": 946.72, "word": " وين", "probability": 0.882080078125}, {"start": 946.72, "end": 946.98, "word": " شايف", "probability": 0.994140625}, {"start": 946.98, "end": 947.56, "word": " حالك،", "probability": 0.7598876953125}, {"start": 947.56, "end": 947.82, "word": " فإذا", "probability": 0.8590494791666666}, {"start": 947.82, "end": 948.04, "word": " أنت", "probability": 0.82861328125}, {"start": 948.04, "end": 948.22, "word": " مش", "probability": 0.98828125}, {"start": 948.22, "end": 948.5, "word": " شايف", "probability": 0.9943033854166666}, {"start": 948.5, "end": 948.98, "word": " هدف", "probability": 0.861328125}, {"start": 948.98, "end": 949.62, "word": " لحياتك", "probability": 0.989453125}, {"start": 949.62, "end": 949.8, "word": " بعد", "probability": 0.98779296875}, {"start": 949.8, "end": 950.18, "word": " خمس", "probability": 0.99462890625}, {"start": 950.18, "end": 950.8, "word": " سنين،", "probability": 0.9739990234375}, {"start": 950.8, "end": 950.94, "word": " هي", "probability": 0.404296875}, {"start": 950.94, "end": 951.44, "word": " مشكلة،", "probability": 0.9537353515625}, {"start": 951.44, "end": 951.66, "word": " لازم", "probability": 0.9944661458333334}, {"start": 951.66, "end": 951.8, "word": " أن", "probability": 0.3271484375}, {"start": 951.8, "end": 952.12, "word": " اليوم", "probability": 0.987060546875}, {"start": 952.12, "end": 952.6, "word": " تبدأ", "probability": 0.9220377604166666}, {"start": 952.6, "end": 953.24, "word": " تفكر", "probability": 0.9278971354166666}, {"start": 953.24, "end": 953.96, "word": " بطريقة", "probability": 0.8428955078125}, {"start": 953.96, "end": 954.8, "word": " استراتيجية", "probability": 0.970703125}, {"start": 954.8, "end": 955.26, "word": " طبعا", "probability": 0.9647216796875}, {"start": 955.26, "end": 955.52, "word": " أنت", "probability": 0.681396484375}, {"start": 955.52, "end": 955.86, "word": " بتشوف", "probability": 0.8008626302083334}, {"start": 955.86, "end": 956.3, "word": " نفسك", "probability": 0.9908854166666666}, {"start": 956.3, "end": 956.48, "word": " بعد", "probability": 0.974609375}, {"start": 956.48, "end": 956.82, "word": " خمس", "probability": 0.99267578125}, {"start": 956.82, "end": 957.24, "word": " سنوات", "probability": 0.8974609375}, {"start": 957.24, "end": 957.6, "word": " بتاني", "probability": 0.4877115885416667}, {"start": 957.6, "end": 957.78, "word": " تكون", "probability": 0.964111328125}, {"start": 957.78, "end": 958.26, "word": " مخاصة", "probability": 0.837890625}, {"start": 958.26, "end": 958.84, "word": " ناجسية", "probability": 0.6024169921875}, {"start": 958.84, "end": 958.94, "word": " و", "probability": 0.9306640625}, {"start": 958.94, "end": 959.3, "word": " عندك", "probability": 0.89404296875}, {"start": 959.3, "end": 959.86, "word": " مشروع", "probability": 0.9274088541666666}, {"start": 959.86, "end": 960.02, "word": " أو", "probability": 0.89501953125}, {"start": 960.02, "end": 960.48, "word": " مضطور", "probability": 0.62579345703125}, {"start": 960.48, "end": 960.64, "word": " في", "probability": 0.55322265625}, {"start": 960.64, "end": 961.36, "word": " شغلك،", "probability": 0.8157958984375}, {"start": 961.36, "end": 961.62, "word": " لكن", "probability": 0.990234375}, {"start": 961.62, "end": 961.92, "word": " لازم", "probability": 0.994140625}, {"start": 961.92, "end": 962.22, "word": " ناخد", "probability": 0.9666341145833334}, {"start": 962.22, "end": 962.46, "word": " بعين", "probability": 0.5174560546875}, {"start": 962.46, "end": 962.9, "word": " اعتباد", "probability": 0.808349609375}, {"start": 962.9, "end": 963.34, "word": " الظلوف", "probability": 0.914794921875}, {"start": 963.34, "end": 963.82, "word": " المحيط", "probability": 0.9779052734375}], "temperature": 1.0}, {"id": 38, "seek": 98527, "start": 964.73, "end": 985.27, "text": "ضغط مهيبة ممكن تكون هي تقن أمان طوحك، تتحذر مين يقرأ ليه التعريف الإدارة الاستراتيجية، ساميرة ممكن؟ الإدارة الاستراتيجية عمليات إدارية شاملة ومستمرة موجهة نحو سياقة تنفيذ استراتيجية فعالة وطيب أسلوب منهج للأعمال في تعاملها مع الفرص المتحدة", "tokens": [11242, 17082, 9566, 3714, 3224, 1829, 49401, 3714, 43020, 6055, 30544, 39896, 6055, 4587, 1863, 5551, 2304, 7649, 23032, 2407, 5016, 4117, 12399, 6055, 2655, 5016, 8848, 2288, 3714, 9957, 7251, 4587, 2288, 10721, 32239, 3224, 16712, 3615, 16572, 5172, 33688, 3215, 9640, 3660, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 12399, 8608, 10943, 48923, 3714, 43020, 22807, 33688, 3215, 9640, 3660, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 6225, 2304, 20292, 9307, 11933, 3215, 9640, 10632, 13412, 10943, 37977, 4032, 2304, 14851, 29973, 3660, 3714, 29245, 3224, 3660, 8717, 5016, 2407, 8608, 25528, 28671, 6055, 1863, 41185, 8848, 44713, 2288, 9307, 1829, 7435, 10632, 6156, 3615, 6027, 3660, 4032, 9566, 1829, 3555, 5551, 3794, 1211, 37746, 9154, 3224, 7435, 24976, 10721, 25957, 6027, 8978, 37279, 10943, 1211, 11296, 20449, 27188, 2288, 9381, 9673, 2655, 24401, 3660], "avg_logprob": -0.2305253615629846, "compression_ratio": 1.96, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 964.73, "end": 965.21, "word": "ضغط", "probability": 0.6773274739583334}, {"start": 965.21, "end": 965.51, "word": " مهيبة", "probability": 0.55633544921875}, {"start": 965.51, "end": 965.71, "word": " ممكن", "probability": 0.8642578125}, {"start": 965.71, "end": 966.01, "word": " تكون", "probability": 0.96240234375}, {"start": 966.01, "end": 966.37, "word": " هي", "probability": 0.5703125}, {"start": 966.37, "end": 967.25, "word": " تقن", "probability": 0.419677734375}, {"start": 967.25, "end": 967.61, "word": " أمان", "probability": 0.9288736979166666}, {"start": 967.61, "end": 968.17, "word": " طوحك،", "probability": 0.737939453125}, {"start": 968.17, "end": 968.63, "word": " تتحذر", "probability": 0.616259765625}, {"start": 968.63, "end": 970.11, "word": " مين", "probability": 0.815673828125}, {"start": 970.11, "end": 970.47, "word": " يقرأ", "probability": 0.9140625}, {"start": 970.47, "end": 970.75, "word": " ليه", "probability": 0.789794921875}, {"start": 970.75, "end": 971.43, "word": " التعريف", "probability": 0.86004638671875}, {"start": 971.43, "end": 971.79, "word": " الإدارة", "probability": 0.837158203125}, {"start": 971.79, "end": 973.03, "word": " الاستراتيجية،", "probability": 0.841796875}, {"start": 973.03, "end": 973.79, "word": " ساميرة", "probability": 0.6334635416666666}, {"start": 973.79, "end": 974.63, "word": " ممكن؟", "probability": 0.8308919270833334}, {"start": 974.63, "end": 975.07, "word": " الإدارة", "probability": 0.9686279296875}, {"start": 975.07, "end": 975.75, "word": " الاستراتيجية", "probability": 0.9817940848214286}, {"start": 975.75, "end": 976.35, "word": " عمليات", "probability": 0.9434814453125}, {"start": 976.35, "end": 976.85, "word": " إدارية", "probability": 0.9012451171875}, {"start": 976.85, "end": 977.41, "word": " شاملة", "probability": 0.9952799479166666}, {"start": 977.41, "end": 978.57, "word": " ومستمرة", "probability": 0.8015625}, {"start": 978.57, "end": 979.05, "word": " موجهة", "probability": 0.86083984375}, {"start": 979.05, "end": 979.29, "word": " نحو", "probability": 0.96142578125}, {"start": 979.29, "end": 979.75, "word": " سياقة", "probability": 0.473388671875}, {"start": 979.75, "end": 980.53, "word": " تنفيذ", "probability": 0.86865234375}, {"start": 980.53, "end": 981.15, "word": " استراتيجية", "probability": 0.9654947916666666}, {"start": 981.15, "end": 981.83, "word": " فعالة", "probability": 0.844970703125}, {"start": 981.83, "end": 982.35, "word": " وطيب", "probability": 0.63330078125}, {"start": 982.35, "end": 982.59, "word": " أسلوب", "probability": 0.9288330078125}, {"start": 982.59, "end": 982.91, "word": " منهج", "probability": 0.98046875}, {"start": 982.91, "end": 983.57, "word": " للأعمال", "probability": 0.8505859375}, {"start": 983.57, "end": 983.79, "word": " في", "probability": 0.9462890625}, {"start": 983.79, "end": 984.27, "word": " تعاملها", "probability": 0.967529296875}, {"start": 984.27, "end": 984.45, "word": " مع", "probability": 0.98876953125}, {"start": 984.45, "end": 984.77, "word": " الفرص", "probability": 0.9755859375}, {"start": 984.77, "end": 985.27, "word": " المتحدة", "probability": 0.63385009765625}], "temperature": 1.0}, {"id": 39, "seek": 100346, "start": 986.54, "end": 1003.46, "text": "إذا نقدر نحكي إن الإدارة الاستراتيجية هي مجموعة من عمليات إدارية أنا بعملها مشان أوصل لهدف معين في المدى البعيد و أتعامل مع الفرص والتحديات الموجودة في البيئة بالنسبة للبيئة الداخلية أو البيئة الخارجية", "tokens": [28814, 15730, 8717, 28543, 2288, 8717, 5016, 4117, 1829, 36145, 33688, 3215, 9640, 3660, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 39896, 3714, 7435, 2304, 2407, 27884, 9154, 6225, 2304, 20292, 9307, 11933, 3215, 9640, 10632, 41850, 4724, 25957, 1211, 11296, 37893, 7649, 34051, 36520, 5296, 3224, 3215, 5172, 20449, 9957, 8978, 9673, 3215, 7578, 29739, 3615, 25708, 4032, 5551, 2655, 3615, 10943, 1211, 20449, 27188, 2288, 9381, 16070, 2655, 5016, 16254, 9307, 9673, 29245, 23328, 3660, 8978, 2423, 21292, 19986, 3660, 20666, 1863, 35457, 3660, 24976, 21292, 19986, 3660, 32748, 47283, 1211, 10632, 34051, 2423, 21292, 19986, 3660, 33962, 9640, 7435, 10632], "avg_logprob": -0.08458533983391064, "compression_ratio": 1.8636363636363635, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 986.54, "end": 986.9, "word": "إذا", "probability": 0.67578125}, {"start": 986.9, "end": 987.32, "word": " نقدر", "probability": 0.9436848958333334}, {"start": 987.32, "end": 987.66, "word": " نحكي", "probability": 0.9832763671875}, {"start": 987.66, "end": 987.74, "word": " إن", "probability": 0.61962890625}, {"start": 987.74, "end": 988.1, "word": " الإدارة", "probability": 0.9622802734375}, {"start": 988.1, "end": 988.8, "word": " الاستراتيجية", "probability": 0.8880440848214286}, {"start": 988.8, "end": 989.0, "word": " هي", "probability": 0.916015625}, {"start": 989.0, "end": 989.54, "word": " مجموعة", "probability": 0.983984375}, {"start": 989.54, "end": 989.68, "word": " من", "probability": 0.99560546875}, {"start": 989.68, "end": 990.24, "word": " عمليات", "probability": 0.9117431640625}, {"start": 990.24, "end": 990.86, "word": " إدارية", "probability": 0.9898681640625}, {"start": 990.86, "end": 991.48, "word": " أنا", "probability": 0.87548828125}, {"start": 991.48, "end": 992.18, "word": " بعملها", "probability": 0.9442138671875}, {"start": 992.18, "end": 992.74, "word": " مشان", "probability": 0.71484375}, {"start": 992.74, "end": 993.28, "word": " أوصل", "probability": 0.94677734375}, {"start": 993.28, "end": 993.88, "word": " لهدف", "probability": 0.8636474609375}, {"start": 993.88, "end": 994.42, "word": " معين", "probability": 0.98876953125}, {"start": 994.42, "end": 994.72, "word": " في", "probability": 0.984375}, {"start": 994.72, "end": 995.88, "word": " المدى", "probability": 0.9212239583333334}, {"start": 995.88, "end": 996.46, "word": " البعيد", "probability": 0.9103190104166666}, {"start": 996.46, "end": 996.76, "word": " و", "probability": 0.67236328125}, {"start": 996.76, "end": 997.32, "word": " أتعامل", "probability": 0.9150390625}, {"start": 997.32, "end": 997.5, "word": " مع", "probability": 0.9912109375}, {"start": 997.5, "end": 998.06, "word": " الفرص", "probability": 0.9798177083333334}, {"start": 998.06, "end": 999.04, "word": " والتحديات", "probability": 0.9234375}, {"start": 999.04, "end": 999.72, "word": " الموجودة", "probability": 0.938720703125}, {"start": 999.72, "end": 999.84, "word": " في", "probability": 0.94140625}, {"start": 999.84, "end": 1000.52, "word": " البيئة", "probability": 0.9705810546875}, {"start": 1000.52, "end": 1001.1, "word": " بالنسبة", "probability": 0.9921875}, {"start": 1001.1, "end": 1001.44, "word": " للبيئة", "probability": 0.9808349609375}, {"start": 1001.44, "end": 1002.18, "word": " الداخلية", "probability": 0.9937744140625}, {"start": 1002.18, "end": 1002.52, "word": " أو", "probability": 0.9677734375}, {"start": 1002.52, "end": 1002.82, "word": " البيئة", "probability": 0.9053955078125}, {"start": 1002.82, "end": 1003.46, "word": " الخارجية", "probability": 0.99755859375}], "temperature": 1.0}, {"id": 40, "seek": 103205, "start": 1005.39, "end": 1032.05, "text": "مرت الإدارة الاستراتيجية بمراحل، خلّينا نشوف أول مرحلة مرت فيها الإدارة الاستراتيجية كانت اللي هي التخطيط المالي الأولي وهي كانت غالبا بتتعامل بالأرقام، بشيء مادي، بالدولار، يعني أنا بدي في منظمة بدي أخصص موارد عشان أحقق هدف معين، هذا الهدف محتاج لميزانية عندي و تكلفة، فأنا لازم أعمل دراسة لإنه .. ل .. لأغطي هذا النشاط اللي أنا راح أعمله عشان أحقق الهدف", "tokens": [29973, 2655, 33688, 3215, 9640, 3660, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 4724, 29973, 39319, 1211, 12399, 16490, 1211, 11703, 9957, 995, 8717, 8592, 38688, 5551, 12610, 3714, 2288, 5016, 37977, 3714, 43500, 8978, 11296, 33688, 3215, 9640, 3660, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 25961, 2655, 13672, 1829, 39896, 16712, 9778, 9566, 1829, 9566, 9673, 6027, 1829, 16247, 12610, 1829, 37037, 1829, 25961, 2655, 32771, 6027, 3555, 995, 39894, 2655, 3615, 10943, 1211, 20666, 10721, 2288, 4587, 10943, 12399, 4724, 8592, 1829, 38207, 3714, 18513, 1829, 12399, 20666, 3215, 12610, 9640, 12399, 37495, 22653, 41850, 4724, 16254, 8978, 9154, 19913, 46007, 4724, 16254, 5551, 9778, 9381, 9381, 3714, 2407, 9640, 3215, 6225, 8592, 7649, 5551, 5016, 4587, 4587, 8032, 3215, 5172, 20449, 9957, 12399, 23758, 2423, 3224, 3215, 5172, 3714, 33753, 26108, 32767, 1829, 11622, 7649, 10632, 18871, 16254, 4032, 6055, 28820, 5172, 3660, 12399, 6156, 10721, 8315, 5296, 31377, 2304, 5551, 25957, 1211, 11778, 23557, 3794, 3660, 5296, 28814, 1863, 3224, 4386, 5296, 4386, 5296, 10721, 17082, 9566, 1829, 23758, 28239, 8592, 41193, 13672, 1829, 41850, 12602, 39319, 5551, 25957, 43761, 6225, 8592, 7649, 5551, 5016, 4587, 4587, 2423, 3224, 3215, 5172], "avg_logprob": -0.1027918810469245, "compression_ratio": 2.1254125412541254, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1005.39, "end": 1005.85, "word": "مرت", "probability": 0.896240234375}, {"start": 1005.85, "end": 1006.23, "word": " الإدارة", "probability": 0.9844970703125}, {"start": 1006.23, "end": 1007.03, "word": " الاستراتيجية", "probability": 0.8900320870535714}, {"start": 1007.03, "end": 1008.07, "word": " بمراحل،", "probability": 0.784326171875}, {"start": 1008.07, "end": 1008.41, "word": " خلّينا", "probability": 0.8318359375}, {"start": 1008.41, "end": 1008.81, "word": " نشوف", "probability": 0.99609375}, {"start": 1008.81, "end": 1009.15, "word": " أول", "probability": 0.927490234375}, {"start": 1009.15, "end": 1009.61, "word": " مرحلة", "probability": 0.99169921875}, {"start": 1009.61, "end": 1009.93, "word": " مرت", "probability": 0.818603515625}, {"start": 1009.93, "end": 1010.21, "word": " فيها", "probability": 0.9931640625}, {"start": 1010.21, "end": 1010.57, "word": " الإدارة", "probability": 0.9915771484375}, {"start": 1010.57, "end": 1011.17, "word": " الاستراتيجية", "probability": 0.9630301339285714}, {"start": 1011.17, "end": 1011.61, "word": " كانت", "probability": 0.98681640625}, {"start": 1011.61, "end": 1011.71, "word": " اللي", "probability": 0.876953125}, {"start": 1011.71, "end": 1011.85, "word": " هي", "probability": 0.92578125}, {"start": 1011.85, "end": 1012.39, "word": " التخطيط", "probability": 0.8916015625}, {"start": 1012.39, "end": 1012.79, "word": " المالي", "probability": 0.94775390625}, {"start": 1012.79, "end": 1013.25, "word": " الأولي", "probability": 0.9228515625}, {"start": 1013.25, "end": 1013.87, "word": " وهي", "probability": 0.64697265625}, {"start": 1013.87, "end": 1014.23, "word": " كانت", "probability": 0.9970703125}, {"start": 1014.23, "end": 1014.81, "word": " غالبا", "probability": 0.974853515625}, {"start": 1014.81, "end": 1015.51, "word": " بتتعامل", "probability": 0.912109375}, {"start": 1015.51, "end": 1016.23, "word": " بالأرقام،", "probability": 0.9652506510416666}, {"start": 1016.23, "end": 1016.57, "word": " بشيء", "probability": 0.944091796875}, {"start": 1016.57, "end": 1017.01, "word": " مادي،", "probability": 0.8121337890625}, {"start": 1017.01, "end": 1017.61, "word": " بالدولار،", "probability": 0.890234375}, {"start": 1017.61, "end": 1017.73, "word": " يعني", "probability": 0.9658203125}, {"start": 1017.73, "end": 1017.97, "word": " أنا", "probability": 0.85693359375}, {"start": 1017.97, "end": 1018.31, "word": " بدي", "probability": 0.857421875}, {"start": 1018.31, "end": 1018.47, "word": " في", "probability": 0.93994140625}, {"start": 1018.47, "end": 1019.07, "word": " منظمة", "probability": 0.9791666666666666}, {"start": 1019.07, "end": 1019.65, "word": " بدي", "probability": 0.85302734375}, {"start": 1019.65, "end": 1020.17, "word": " أخصص", "probability": 0.9652099609375}, {"start": 1020.17, "end": 1020.65, "word": " موارد", "probability": 0.98876953125}, {"start": 1020.65, "end": 1020.93, "word": " عشان", "probability": 0.982421875}, {"start": 1020.93, "end": 1021.37, "word": " أحقق", "probability": 0.986572265625}, {"start": 1021.37, "end": 1021.69, "word": " هدف", "probability": 0.99365234375}, {"start": 1021.69, "end": 1022.43, "word": " معين،", "probability": 0.8938802083333334}, {"start": 1022.43, "end": 1022.71, "word": " هذا", "probability": 0.95947265625}, {"start": 1022.71, "end": 1023.21, "word": " الهدف", "probability": 0.9959716796875}, {"start": 1023.21, "end": 1023.77, "word": " محتاج", "probability": 0.9947916666666666}, {"start": 1023.77, "end": 1024.37, "word": " لميزانية", "probability": 0.9388671875}, {"start": 1024.37, "end": 1024.73, "word": " عندي", "probability": 0.791259765625}, {"start": 1024.73, "end": 1024.93, "word": " و", "probability": 0.56005859375}, {"start": 1024.93, "end": 1025.37, "word": " تكلفة،", "probability": 0.83916015625}, {"start": 1025.37, "end": 1025.65, "word": " فأنا", "probability": 0.8587239583333334}, {"start": 1025.65, "end": 1025.95, "word": " لازم", "probability": 0.9978841145833334}, {"start": 1025.95, "end": 1026.29, "word": " أعمل", "probability": 0.9690755208333334}, {"start": 1026.29, "end": 1027.17, "word": " دراسة", "probability": 0.9954833984375}, {"start": 1027.17, "end": 1027.69, "word": " لإنه", "probability": 0.7891845703125}, {"start": 1027.69, "end": 1027.89, "word": " ..", "probability": 0.46435546875}, {"start": 1027.89, "end": 1028.13, "word": " ل", "probability": 0.841796875}, {"start": 1028.13, "end": 1028.23, "word": " ..", "probability": 0.42431640625}, {"start": 1028.23, "end": 1028.89, "word": " لأغطي", "probability": 0.861328125}, {"start": 1028.89, "end": 1029.21, "word": " هذا", "probability": 0.89208984375}, {"start": 1029.21, "end": 1029.71, "word": " النشاط", "probability": 0.9231770833333334}, {"start": 1029.71, "end": 1029.85, "word": " اللي", "probability": 0.95947265625}, {"start": 1029.85, "end": 1030.01, "word": " أنا", "probability": 0.6298828125}, {"start": 1030.01, "end": 1030.19, "word": " راح", "probability": 0.954833984375}, {"start": 1030.19, "end": 1030.51, "word": " أعمله", "probability": 0.9620768229166666}, {"start": 1030.51, "end": 1030.81, "word": " عشان", "probability": 0.9949544270833334}, {"start": 1030.81, "end": 1031.41, "word": " أحقق", "probability": 0.98583984375}, {"start": 1031.41, "end": 1032.05, "word": " الهدف", "probability": 0.9954833984375}], "temperature": 1.0}, {"id": 41, "seek": 105510, "start": 1032.43, "end": 1055.11, "text": "هي المقصود بأول مرحلة كانت الاستراتيجية تاني مرحلة اللي هي مرحلة التخطيط القائم على التنبؤ طبعا المرحلة الأولى كانت مرحلة التخطيط المالي على أساس أنه عصب حياته أي مؤسسة في العالم هو المال فكان التركيز كيف نعمل وازانات للمستقبل، شفعنا فاض عاجز كيف نسكر عاجز كيف نستغل الفائض المرحلة التانية", "tokens": [3224, 1829, 9673, 4587, 9381, 23328, 4724, 10721, 12610, 3714, 2288, 5016, 37977, 25961, 2655, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 6055, 7649, 1829, 3714, 2288, 5016, 37977, 13672, 1829, 39896, 3714, 2288, 5016, 37977, 16712, 9778, 9566, 1829, 9566, 25062, 16373, 2304, 15844, 16712, 1863, 3555, 33604, 23032, 3555, 3615, 995, 9673, 2288, 5016, 37977, 16247, 12610, 7578, 25961, 2655, 3714, 2288, 5016, 37977, 16712, 9778, 9566, 1829, 9566, 9673, 6027, 1829, 15844, 5551, 3794, 32277, 14739, 3224, 6225, 9381, 3555, 11331, 1829, 9307, 3224, 36632, 3714, 33604, 3794, 3794, 3660, 8978, 18863, 45340, 31439, 9673, 6027, 6156, 41361, 16712, 31747, 1829, 11622, 9122, 33911, 8717, 25957, 1211, 4032, 31377, 7649, 9307, 5296, 19528, 14851, 4587, 36150, 12399, 13412, 5172, 3615, 8315, 6156, 46958, 6225, 26108, 11622, 9122, 33911, 8717, 3794, 37983, 6225, 26108, 11622, 9122, 33911, 8717, 14851, 17082, 1211, 27188, 16373, 11242, 9673, 2288, 5016, 37977, 16712, 7649, 10632], "avg_logprob": -0.14884333805991457, "compression_ratio": 2.213389121338912, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1032.43, "end": 1032.79, "word": "هي", "probability": 0.8115234375}, {"start": 1032.79, "end": 1033.37, "word": " المقصود", "probability": 0.9903564453125}, {"start": 1033.37, "end": 1033.91, "word": " بأول", "probability": 0.95947265625}, {"start": 1033.91, "end": 1034.43, "word": " مرحلة", "probability": 0.9932861328125}, {"start": 1034.43, "end": 1034.81, "word": " كانت", "probability": 0.98291015625}, {"start": 1034.81, "end": 1035.73, "word": " الاستراتيجية", "probability": 0.8908342633928571}, {"start": 1035.73, "end": 1036.49, "word": " تاني", "probability": 0.7644856770833334}, {"start": 1036.49, "end": 1037.13, "word": " مرحلة", "probability": 0.997314453125}, {"start": 1037.13, "end": 1038.37, "word": " اللي", "probability": 0.766357421875}, {"start": 1038.37, "end": 1038.61, "word": " هي", "probability": 0.92041015625}, {"start": 1038.61, "end": 1039.21, "word": " مرحلة", "probability": 0.989501953125}, {"start": 1039.21, "end": 1039.83, "word": " التخطيط", "probability": 0.97080078125}, {"start": 1039.83, "end": 1040.45, "word": " القائم", "probability": 0.9812825520833334}, {"start": 1040.45, "end": 1040.67, "word": " على", "probability": 0.9287109375}, {"start": 1040.67, "end": 1041.27, "word": " التنبؤ", "probability": 0.9769287109375}, {"start": 1041.27, "end": 1041.57, "word": " طبعا", "probability": 0.863525390625}, {"start": 1041.57, "end": 1041.95, "word": " المرحلة", "probability": 0.947021484375}, {"start": 1041.95, "end": 1042.19, "word": " الأولى", "probability": 0.951171875}, {"start": 1042.19, "end": 1042.45, "word": " كانت", "probability": 0.987548828125}, {"start": 1042.45, "end": 1042.77, "word": " مرحلة", "probability": 0.8626708984375}, {"start": 1042.77, "end": 1043.27, "word": " التخطيط", "probability": 0.99345703125}, {"start": 1043.27, "end": 1043.73, "word": " المالي", "probability": 0.88525390625}, {"start": 1043.73, "end": 1043.87, "word": " على", "probability": 0.8291015625}, {"start": 1043.87, "end": 1044.09, "word": " أساس", "probability": 0.8359375}, {"start": 1044.09, "end": 1044.29, "word": " أنه", "probability": 0.5382080078125}, {"start": 1044.29, "end": 1044.61, "word": " عصب", "probability": 0.9544270833333334}, {"start": 1044.61, "end": 1045.11, "word": " حياته", "probability": 0.74871826171875}, {"start": 1045.11, "end": 1045.23, "word": " أي", "probability": 0.666015625}, {"start": 1045.23, "end": 1045.71, "word": " مؤسسة", "probability": 0.95810546875}, {"start": 1045.71, "end": 1045.83, "word": " في", "probability": 0.927734375}, {"start": 1045.83, "end": 1046.09, "word": " العالم", "probability": 0.998046875}, {"start": 1046.09, "end": 1046.29, "word": " هو", "probability": 0.9150390625}, {"start": 1046.29, "end": 1046.73, "word": " المال", "probability": 0.952880859375}, {"start": 1046.73, "end": 1047.55, "word": " فكان", "probability": 0.94921875}, {"start": 1047.55, "end": 1048.05, "word": " التركيز", "probability": 0.8780517578125}, {"start": 1048.05, "end": 1048.21, "word": " كيف", "probability": 0.952880859375}, {"start": 1048.21, "end": 1048.45, "word": " نعمل", "probability": 0.9518229166666666}, {"start": 1048.45, "end": 1049.25, "word": " وازانات", "probability": 0.6982421875}, {"start": 1049.25, "end": 1050.19, "word": " للمستقبل،", "probability": 0.8367919921875}, {"start": 1050.19, "end": 1050.55, "word": " شفعنا", "probability": 0.54058837890625}, {"start": 1050.55, "end": 1050.93, "word": " فاض", "probability": 0.790283203125}, {"start": 1050.93, "end": 1051.27, "word": " عاجز", "probability": 0.7687174479166666}, {"start": 1051.27, "end": 1051.47, "word": " كيف", "probability": 0.93408203125}, {"start": 1051.47, "end": 1051.91, "word": " نسكر", "probability": 0.80517578125}, {"start": 1051.91, "end": 1052.31, "word": " عاجز", "probability": 0.8995768229166666}, {"start": 1052.31, "end": 1052.59, "word": " كيف", "probability": 0.938720703125}, {"start": 1052.59, "end": 1053.21, "word": " نستغل", "probability": 0.906005859375}, {"start": 1053.21, "end": 1053.77, "word": " الفائض", "probability": 0.73583984375}, {"start": 1053.77, "end": 1054.63, "word": " المرحلة", "probability": 0.83612060546875}, {"start": 1054.63, "end": 1055.11, "word": " التانية", "probability": 0.962890625}], "temperature": 1.0}, {"id": 42, "seek": 108278, "start": 1055.68, "end": 1082.78, "text": "تخطيط قائم على التنبؤ يعني أنا بدي أعمل دراسة ل .. طبعا كلنا عارفين شو يعني تخطيط اللي هي حكينا دراسة لل .. للماضي و قراءة للحاضر و استقراء للمستقبل استقراء للماضي و لرسلها و التنبؤ بالمستقبل هذه .. هذه المراحل لازم أخدها بعين الاعتبار لما أنا بدي أعمل خطة استراتيجية طب سؤال إيه شغلت الشغلات في الموضوع؟", "tokens": [2655, 9778, 9566, 1829, 9566, 12174, 16373, 2304, 15844, 16712, 1863, 3555, 33604, 37495, 22653, 41850, 4724, 16254, 5551, 25957, 1211, 11778, 23557, 3794, 3660, 5296, 4386, 23032, 3555, 3615, 995, 28242, 8315, 6225, 9640, 5172, 9957, 13412, 2407, 37495, 22653, 6055, 9778, 9566, 1829, 9566, 13672, 1829, 39896, 11331, 4117, 1829, 8315, 11778, 23557, 3794, 3660, 24976, 4386, 5296, 19528, 46958, 1829, 4032, 12174, 23557, 38207, 3660, 24976, 5016, 46958, 2288, 4032, 44713, 4587, 2288, 16606, 5296, 19528, 14851, 4587, 36150, 44713, 4587, 2288, 16606, 5296, 19528, 46958, 1829, 4032, 5296, 2288, 3794, 1211, 11296, 4032, 16712, 1863, 3555, 33604, 20666, 2304, 14851, 4587, 36150, 29538, 4386, 29538, 9673, 23557, 5016, 1211, 5296, 31377, 2304, 5551, 9778, 3215, 11296, 45030, 9957, 42963, 34268, 3555, 9640, 5296, 15042, 41850, 4724, 16254, 5551, 25957, 1211, 16490, 9566, 3660, 44713, 2288, 9307, 1829, 7435, 10632, 23032, 3555, 8608, 33604, 6027, 11933, 1829, 3224, 13412, 17082, 1211, 2655, 25124, 17082, 1211, 9307, 8978, 9673, 2407, 11242, 45367, 22807], "avg_logprob": -0.1446724350912025, "compression_ratio": 2.1206225680933852, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1055.68, "end": 1056.2, "word": "تخطيط", "probability": 0.9513671875}, {"start": 1056.2, "end": 1056.7, "word": " قائم", "probability": 0.9889322916666666}, {"start": 1056.7, "end": 1056.96, "word": " على", "probability": 0.9482421875}, {"start": 1056.96, "end": 1057.74, "word": " التنبؤ", "probability": 0.978759765625}, {"start": 1057.74, "end": 1058.1, "word": " يعني", "probability": 0.77490234375}, {"start": 1058.1, "end": 1058.38, "word": " أنا", "probability": 0.79150390625}, {"start": 1058.38, "end": 1058.72, "word": " بدي", "probability": 0.8173828125}, {"start": 1058.72, "end": 1059.06, "word": " أعمل", "probability": 0.9412434895833334}, {"start": 1059.06, "end": 1059.78, "word": " دراسة", "probability": 0.9947509765625}, {"start": 1059.78, "end": 1060.08, "word": " ل", "probability": 0.90869140625}, {"start": 1060.08, "end": 1060.28, "word": " ..", "probability": 0.463623046875}, {"start": 1060.28, "end": 1060.96, "word": " طبعا", "probability": 0.9261474609375}, {"start": 1060.96, "end": 1061.22, "word": " كلنا", "probability": 0.853759765625}, {"start": 1061.22, "end": 1061.5, "word": " عارفين", "probability": 0.983642578125}, {"start": 1061.5, "end": 1061.68, "word": " شو", "probability": 0.95751953125}, {"start": 1061.68, "end": 1061.82, "word": " يعني", "probability": 0.965576171875}, {"start": 1061.82, "end": 1062.46, "word": " تخطيط", "probability": 0.91962890625}, {"start": 1062.46, "end": 1062.66, "word": " اللي", "probability": 0.916748046875}, {"start": 1062.66, "end": 1062.82, "word": " هي", "probability": 0.93505859375}, {"start": 1062.82, "end": 1063.28, "word": " حكينا", "probability": 0.920654296875}, {"start": 1063.28, "end": 1064.4, "word": " دراسة", "probability": 0.9921875}, {"start": 1064.4, "end": 1064.62, "word": " لل", "probability": 0.41845703125}, {"start": 1064.62, "end": 1064.98, "word": " ..", "probability": 0.95703125}, {"start": 1064.98, "end": 1065.8, "word": " للماضي", "probability": 0.8994140625}, {"start": 1065.8, "end": 1066.28, "word": " و", "probability": 0.9892578125}, {"start": 1066.28, "end": 1066.76, "word": " قراءة", "probability": 0.57684326171875}, {"start": 1066.76, "end": 1067.4, "word": " للحاضر", "probability": 0.911376953125}, {"start": 1067.4, "end": 1067.92, "word": " و", "probability": 0.984375}, {"start": 1067.92, "end": 1068.5, "word": " استقراء", "probability": 0.8262939453125}, {"start": 1068.5, "end": 1069.24, "word": " للمستقبل", "probability": 0.96708984375}, {"start": 1069.24, "end": 1069.78, "word": " استقراء", "probability": 0.88623046875}, {"start": 1069.78, "end": 1070.34, "word": " للماضي", "probability": 0.9232177734375}, {"start": 1070.34, "end": 1070.52, "word": " و", "probability": 0.96435546875}, {"start": 1070.52, "end": 1071.28, "word": " لرسلها", "probability": 0.58505859375}, {"start": 1071.28, "end": 1071.46, "word": " و", "probability": 0.76318359375}, {"start": 1071.46, "end": 1072.02, "word": " التنبؤ", "probability": 0.9755859375}, {"start": 1072.02, "end": 1073.98, "word": " بالمستقبل", "probability": 0.883251953125}, {"start": 1073.98, "end": 1074.82, "word": " هذه", "probability": 0.451904296875}, {"start": 1074.82, "end": 1075.0, "word": " ..", "probability": 0.78857421875}, {"start": 1075.0, "end": 1075.32, "word": " هذه", "probability": 0.81103515625}, {"start": 1075.32, "end": 1076.04, "word": " المراحل", "probability": 0.976318359375}, {"start": 1076.04, "end": 1076.46, "word": " لازم", "probability": 0.9943033854166666}, {"start": 1076.46, "end": 1076.8, "word": " أخدها", "probability": 0.9139404296875}, {"start": 1076.8, "end": 1077.04, "word": " بعين", "probability": 0.8369140625}, {"start": 1077.04, "end": 1077.52, "word": " الاعتبار", "probability": 0.8345947265625}, {"start": 1077.52, "end": 1077.74, "word": " لما", "probability": 0.9228515625}, {"start": 1077.74, "end": 1077.94, "word": " أنا", "probability": 0.76220703125}, {"start": 1077.94, "end": 1078.18, "word": " بدي", "probability": 0.96826171875}, {"start": 1078.18, "end": 1078.52, "word": " أعمل", "probability": 0.97021484375}, {"start": 1078.52, "end": 1078.98, "word": " خطة", "probability": 0.99462890625}, {"start": 1078.98, "end": 1079.96, "word": " استراتيجية", "probability": 0.9737141927083334}, {"start": 1079.96, "end": 1080.7, "word": " طب", "probability": 0.809814453125}, {"start": 1080.7, "end": 1081.04, "word": " سؤال", "probability": 0.953125}, {"start": 1081.04, "end": 1081.18, "word": " إيه", "probability": 0.73974609375}, {"start": 1081.18, "end": 1081.54, "word": " شغلت", "probability": 0.61431884765625}, {"start": 1081.54, "end": 1082.04, "word": " الشغلات", "probability": 0.8406982421875}, {"start": 1082.04, "end": 1082.22, "word": " في", "probability": 0.9228515625}, {"start": 1082.22, "end": 1082.78, "word": " الموضوع؟", "probability": 0.96826171875}], "temperature": 1.0}, {"id": 43, "seek": 111209, "start": 1083.24, "end": 1112.1, "text": "طبعا اللعبة الشاطرانج هي أساسها فكر استراتيجي ده فكرة .. تخطيط استراتيجي صحيح؟ اه إذا أنت عند القدرة تنجح، ماعنكيش خالص، و روح الملك هو هكذا و بعدين بدك عدة خطوات عشان تصل إلى الملك، صحيح تعملي مثال يكون مثالك و أخرى ده المرحلة التانية كانت تخطيط القائمة التنبؤ اللي هي زي ما تبقى حكاية، نشر النوم أحمل في البيئة الخارجية، أدى لظهور منافسين شدسين", "tokens": [9566, 3555, 3615, 995, 13672, 3615, 49401, 25124, 41193, 2288, 7649, 7435, 39896, 5551, 3794, 32277, 11296, 6156, 37983, 44713, 2288, 9307, 1829, 7435, 1829, 11778, 3224, 6156, 4117, 25720, 4386, 6055, 9778, 9566, 1829, 9566, 44713, 2288, 9307, 1829, 7435, 1829, 20328, 5016, 1829, 5016, 22807, 1975, 3224, 11933, 15730, 14739, 2655, 43242, 25062, 3215, 25720, 6055, 1863, 7435, 5016, 12399, 19446, 3615, 1863, 4117, 1829, 8592, 16490, 6027, 9381, 12399, 4032, 12602, 2407, 5016, 9673, 23275, 31439, 8032, 4117, 15730, 4032, 39182, 9957, 47525, 4117, 6225, 41891, 16490, 9566, 2407, 9307, 6225, 8592, 7649, 6055, 36520, 30731, 9673, 23275, 12399, 20328, 5016, 1829, 5016, 6055, 25957, 20292, 50113, 6027, 7251, 30544, 50113, 6027, 4117, 4032, 5551, 34740, 7578, 11778, 3224, 9673, 2288, 5016, 37977, 16712, 7649, 10632, 25961, 2655, 6055, 9778, 9566, 1829, 9566, 25062, 16373, 46007, 16712, 1863, 3555, 33604, 13672, 1829, 39896, 30767, 1829, 19446, 6055, 3555, 4587, 7578, 11331, 4117, 995, 10632, 12399, 8717, 46309, 28239, 20498, 5551, 35571, 1211, 8978, 2423, 21292, 19986, 3660, 33962, 9640, 7435, 10632, 12399, 5551, 3215, 7578, 5296, 19913, 3224, 13063, 3714, 8315, 36178, 9957, 13412, 3215, 3794, 9957], "avg_logprob": -0.28223166603068406, "compression_ratio": 1.9685534591194969, "no_speech_prob": 0.0, "words": [{"start": 1083.24, "end": 1083.6, "word": "طبعا", "probability": 0.983642578125}, {"start": 1083.6, "end": 1084.1, "word": " اللعبة", "probability": 0.7577311197916666}, {"start": 1084.1, "end": 1084.8, "word": " الشاطرانج", "probability": 0.69912109375}, {"start": 1084.8, "end": 1085.54, "word": " هي", "probability": 0.9375}, {"start": 1085.54, "end": 1086.12, "word": " أساسها", "probability": 0.913818359375}, {"start": 1086.12, "end": 1086.38, "word": " فكر", "probability": 0.850341796875}, {"start": 1086.38, "end": 1087.06, "word": " استراتيجي", "probability": 0.9232584635416666}, {"start": 1087.06, "end": 1087.22, "word": " ده", "probability": 0.5867919921875}, {"start": 1087.22, "end": 1087.64, "word": " فكرة", "probability": 0.7233072916666666}, {"start": 1087.64, "end": 1087.8, "word": " ..", "probability": 0.336181640625}, {"start": 1087.8, "end": 1088.3, "word": " تخطيط", "probability": 0.744482421875}, {"start": 1088.3, "end": 1088.86, "word": " استراتيجي", "probability": 0.9379069010416666}, {"start": 1088.86, "end": 1089.44, "word": " صحيح؟", "probability": 0.826123046875}, {"start": 1089.44, "end": 1089.52, "word": " اه", "probability": 0.7127685546875}, {"start": 1089.52, "end": 1089.68, "word": " إذا", "probability": 0.61865234375}, {"start": 1089.68, "end": 1089.86, "word": " أنت", "probability": 0.680908203125}, {"start": 1089.86, "end": 1090.04, "word": " عند", "probability": 0.97802734375}, {"start": 1090.04, "end": 1090.38, "word": " القدرة", "probability": 0.5962727864583334}, {"start": 1090.38, "end": 1090.82, "word": " تنجح،", "probability": 0.843603515625}, {"start": 1090.82, "end": 1091.18, "word": " ماعنكيش", "probability": 0.80029296875}, {"start": 1091.18, "end": 1091.84, "word": " خالص،", "probability": 0.7904052734375}, {"start": 1091.84, "end": 1091.96, "word": " و", "probability": 0.391357421875}, {"start": 1091.96, "end": 1092.16, "word": " روح", "probability": 0.7272135416666666}, {"start": 1092.16, "end": 1092.56, "word": " الملك", "probability": 0.889892578125}, {"start": 1092.56, "end": 1092.78, "word": " هو", "probability": 0.822265625}, {"start": 1092.78, "end": 1093.2, "word": " هكذا", "probability": 0.8818359375}, {"start": 1093.2, "end": 1093.46, "word": " و", "probability": 0.60498046875}, {"start": 1093.46, "end": 1093.76, "word": " بعدين", "probability": 0.971435546875}, {"start": 1093.76, "end": 1094.06, "word": " بدك", "probability": 0.907958984375}, {"start": 1094.06, "end": 1094.32, "word": " عدة", "probability": 0.976318359375}, {"start": 1094.32, "end": 1094.94, "word": " خطوات", "probability": 0.98828125}, {"start": 1094.94, "end": 1095.2, "word": " عشان", "probability": 0.9855143229166666}, {"start": 1095.2, "end": 1095.54, "word": " تصل", "probability": 0.888427734375}, {"start": 1095.54, "end": 1095.7, "word": " إلى", "probability": 0.896484375}, {"start": 1095.7, "end": 1096.34, "word": " الملك،", "probability": 0.75927734375}, {"start": 1096.34, "end": 1097.66, "word": " صحيح", "probability": 0.801513671875}, {"start": 1097.66, "end": 1098.46, "word": " تعملي", "probability": 0.710205078125}, {"start": 1098.46, "end": 1098.92, "word": " مثال", "probability": 0.7568359375}, {"start": 1098.92, "end": 1099.12, "word": " يكون", "probability": 0.71728515625}, {"start": 1099.12, "end": 1099.66, "word": " مثالك", "probability": 0.9659830729166666}, {"start": 1099.66, "end": 1099.76, "word": " و", "probability": 0.91455078125}, {"start": 1099.76, "end": 1102.42, "word": " أخرى", "probability": 0.4202880859375}, {"start": 1102.42, "end": 1102.66, "word": " ده", "probability": 0.5330810546875}, {"start": 1102.66, "end": 1103.06, "word": " المرحلة", "probability": 0.9578857421875}, {"start": 1103.06, "end": 1103.3, "word": " التانية", "probability": 0.9539388020833334}, {"start": 1103.3, "end": 1103.58, "word": " كانت", "probability": 0.970703125}, {"start": 1103.58, "end": 1103.96, "word": " تخطيط", "probability": 0.84990234375}, {"start": 1103.96, "end": 1104.98, "word": " القائمة", "probability": 0.8238932291666666}, {"start": 1104.98, "end": 1105.66, "word": " التنبؤ", "probability": 0.8260498046875}, {"start": 1105.66, "end": 1106.24, "word": " اللي", "probability": 0.841552734375}, {"start": 1106.24, "end": 1106.48, "word": " هي", "probability": 0.908203125}, {"start": 1106.48, "end": 1106.68, "word": " زي", "probability": 0.845703125}, {"start": 1106.68, "end": 1106.74, "word": " ما", "probability": 0.9736328125}, {"start": 1106.74, "end": 1106.9, "word": " تبقى", "probability": 0.764892578125}, {"start": 1106.9, "end": 1107.3, "word": " حكاية،", "probability": 0.6539794921875}, {"start": 1107.3, "end": 1107.48, "word": " نشر", "probability": 0.40478515625}, {"start": 1107.48, "end": 1107.92, "word": " النوم", "probability": 0.4312744140625}, {"start": 1107.92, "end": 1108.44, "word": " أحمل", "probability": 0.7194010416666666}, {"start": 1108.44, "end": 1108.62, "word": " في", "probability": 0.7158203125}, {"start": 1108.62, "end": 1108.84, "word": " البيئة", "probability": 0.9698486328125}, {"start": 1108.84, "end": 1110.24, "word": " الخارجية،", "probability": 0.89580078125}, {"start": 1110.24, "end": 1110.54, "word": " أدى", "probability": 0.7920735677083334}, {"start": 1110.54, "end": 1111.0, "word": " لظهور", "probability": 0.8282470703125}, {"start": 1111.0, "end": 1111.56, "word": " منافسين", "probability": 0.709228515625}, {"start": 1111.56, "end": 1112.1, "word": " شدسين", "probability": 0.80242919921875}], "temperature": 1.0}, {"id": 44, "seek": 114221, "start": 1112.55, "end": 1142.21, "text": "أقصوها من عالم الـ Mobile App فلازم أنا أدرس البيئة الخارجية والبيئة الداخلية و أشوف إيش هو الصير معاها مرحلة تالتة اللي هي مرحلة الخطط الموجهة خارجيا أو التخطيط الاستراتيجي وبهذه المرحلة اعتمدوا على دراسة البيئة الخارجية أخدوا بين الاعتبار البيئة الخارجية، السوق، الإضطرابات، المنافسين وخلّوهم ياخدوا هذه البيانات والمعلومات ويترجموها لخطة استراتيجية", "tokens": [10721, 4587, 9381, 2407, 11296, 9154, 6225, 45340, 2423, 39184, 22625, 3132, 6156, 1211, 31377, 2304, 41850, 5551, 3215, 2288, 3794, 2423, 21292, 19986, 3660, 33962, 9640, 7435, 10632, 16070, 21292, 19986, 3660, 32748, 47283, 1211, 10632, 4032, 5551, 8592, 38688, 11933, 1829, 8592, 31439, 31767, 13546, 20449, 995, 11296, 3714, 2288, 5016, 37977, 6055, 6027, 2655, 3660, 13672, 1829, 39896, 3714, 2288, 5016, 37977, 33962, 9566, 9566, 9673, 29245, 3224, 3660, 16490, 9640, 7435, 25528, 34051, 16712, 9778, 9566, 1829, 9566, 42963, 14851, 2288, 9307, 1829, 7435, 1829, 46599, 3224, 24192, 9673, 2288, 5016, 37977, 1975, 34268, 2304, 3215, 14407, 15844, 11778, 23557, 3794, 3660, 2423, 21292, 19986, 3660, 33962, 9640, 7435, 10632, 5551, 9778, 3215, 14407, 4724, 9957, 42963, 34268, 3555, 9640, 2423, 21292, 19986, 3660, 33962, 9640, 7435, 10632, 12399, 21136, 30543, 12399, 33688, 11242, 9566, 2288, 16758, 9307, 12399, 9673, 8315, 36178, 9957, 4032, 9778, 1211, 11703, 2407, 16095, 7251, 47283, 3215, 14407, 29538, 2423, 21292, 7649, 9307, 16070, 2304, 30241, 20498, 9307, 4032, 36081, 47341, 2304, 2407, 11296, 5296, 9778, 9566, 3660, 44713, 2288, 9307, 1829, 7435, 10632], "avg_logprob": -0.10869565104012904, "compression_ratio": 2.1582491582491583, "no_speech_prob": 2.384185791015625e-06, "words": [{"start": 1112.55, "end": 1113.31, "word": "أقصوها", "probability": 0.8970703125}, {"start": 1113.31, "end": 1113.67, "word": " من", "probability": 0.99072265625}, {"start": 1113.67, "end": 1114.27, "word": " عالم", "probability": 0.5875244140625}, {"start": 1114.27, "end": 1114.73, "word": " الـ", "probability": 0.8291015625}, {"start": 1114.73, "end": 1114.97, "word": " Mobile", "probability": 0.4345703125}, {"start": 1114.97, "end": 1115.33, "word": " App", "probability": 0.6689453125}, {"start": 1115.33, "end": 1116.51, "word": " فلازم", "probability": 0.9300537109375}, {"start": 1116.51, "end": 1116.65, "word": " أنا", "probability": 0.62353515625}, {"start": 1116.65, "end": 1117.11, "word": " أدرس", "probability": 0.9815673828125}, {"start": 1117.11, "end": 1117.47, "word": " البيئة", "probability": 0.953857421875}, {"start": 1117.47, "end": 1118.23, "word": " الخارجية", "probability": 0.9970703125}, {"start": 1118.23, "end": 1118.73, "word": " والبيئة", "probability": 0.87890625}, {"start": 1118.73, "end": 1119.23, "word": " الداخلية", "probability": 0.9930419921875}, {"start": 1119.23, "end": 1119.39, "word": " و", "probability": 0.8974609375}, {"start": 1119.39, "end": 1119.57, "word": " أشوف", "probability": 0.85595703125}, {"start": 1119.57, "end": 1119.73, "word": " إيش", "probability": 0.75439453125}, {"start": 1119.73, "end": 1119.89, "word": " هو", "probability": 0.53076171875}, {"start": 1119.89, "end": 1120.15, "word": " الصير", "probability": 0.70361328125}, {"start": 1120.15, "end": 1120.97, "word": " معاها", "probability": 0.8395182291666666}, {"start": 1120.97, "end": 1121.85, "word": " مرحلة", "probability": 0.9268798828125}, {"start": 1121.85, "end": 1122.27, "word": " تالتة", "probability": 0.9097900390625}, {"start": 1122.27, "end": 1122.41, "word": " اللي", "probability": 0.891845703125}, {"start": 1122.41, "end": 1122.53, "word": " هي", "probability": 0.91748046875}, {"start": 1122.53, "end": 1123.03, "word": " مرحلة", "probability": 0.990966796875}, {"start": 1123.03, "end": 1123.57, "word": " الخطط", "probability": 0.8440755208333334}, {"start": 1123.57, "end": 1124.09, "word": " الموجهة", "probability": 0.9080810546875}, {"start": 1124.09, "end": 1124.69, "word": " خارجيا", "probability": 0.99072265625}, {"start": 1124.69, "end": 1125.01, "word": " أو", "probability": 0.9345703125}, {"start": 1125.01, "end": 1125.47, "word": " التخطيط", "probability": 0.97490234375}, {"start": 1125.47, "end": 1126.33, "word": " الاستراتيجي", "probability": 0.9034249441964286}, {"start": 1126.33, "end": 1127.15, "word": " وبهذه", "probability": 0.75146484375}, {"start": 1127.15, "end": 1127.79, "word": " المرحلة", "probability": 0.9942626953125}, {"start": 1127.79, "end": 1128.43, "word": " اعتمدوا", "probability": 0.98056640625}, {"start": 1128.43, "end": 1128.65, "word": " على", "probability": 0.93115234375}, {"start": 1128.65, "end": 1129.21, "word": " دراسة", "probability": 0.9930419921875}, {"start": 1129.21, "end": 1129.63, "word": " البيئة", "probability": 0.9866943359375}, {"start": 1129.63, "end": 1130.43, "word": " الخارجية", "probability": 0.997802734375}, {"start": 1130.43, "end": 1130.79, "word": " أخدوا", "probability": 0.8973388671875}, {"start": 1130.79, "end": 1130.95, "word": " بين", "probability": 0.475830078125}, {"start": 1130.95, "end": 1131.53, "word": " الاعتبار", "probability": 0.9439697265625}, {"start": 1131.53, "end": 1132.17, "word": " البيئة", "probability": 0.976318359375}, {"start": 1132.17, "end": 1133.01, "word": " الخارجية،", "probability": 0.92802734375}, {"start": 1133.01, "end": 1133.57, "word": " السوق،", "probability": 0.91064453125}, {"start": 1133.57, "end": 1134.39, "word": " الإضطرابات،", "probability": 0.8502720424107143}, {"start": 1134.39, "end": 1135.27, "word": " المنافسين", "probability": 0.9959716796875}, {"start": 1135.27, "end": 1137.33, "word": " وخلّوهم", "probability": 0.8189697265625}, {"start": 1137.33, "end": 1137.75, "word": " ياخدوا", "probability": 0.9366455078125}, {"start": 1137.75, "end": 1137.99, "word": " هذه", "probability": 0.94091796875}, {"start": 1137.99, "end": 1138.47, "word": " البيانات", "probability": 0.9620361328125}, {"start": 1138.47, "end": 1139.27, "word": " والمعلومات", "probability": 0.919140625}, {"start": 1139.27, "end": 1140.19, "word": " ويترجموها", "probability": 0.975341796875}, {"start": 1140.19, "end": 1141.33, "word": " لخطة", "probability": 0.9814453125}, {"start": 1141.33, "end": 1142.21, "word": " استراتيجية", "probability": 0.9893391927083334}], "temperature": 1.0}, {"id": 45, "seek": 116439, "start": 1146.01, "end": 1164.39, "text": "هذه كيف أنت بدأت تفكر و تخطط و العصفة تدني؟ ما أعشق إذا من هذه الفترة اللي نعمله تخطيط استراتيجي طويل الأجر، دفعات أزامية طويلة، نخبر السلوكات على القائد، إذا كانت الدولة مش فيها استقرار نكون نخبر السلوكات على القائد، إذا كان الدولة فيها استقرار زي أمريكا أو اليابان احنا نكون استراتيجيين لخمسين سنة", "tokens": [3224, 24192, 9122, 33911, 14739, 2655, 47525, 10721, 2655, 6055, 5172, 37983, 4032, 6055, 9778, 9566, 9566, 4032, 18863, 9381, 5172, 3660, 6055, 3215, 22653, 22807, 19446, 5551, 3615, 8592, 4587, 11933, 15730, 9154, 29538, 27188, 2655, 25720, 13672, 1829, 8717, 25957, 1211, 3224, 6055, 9778, 9566, 1829, 9566, 44713, 2288, 9307, 1829, 7435, 1829, 23032, 2407, 26895, 16247, 7435, 2288, 12399, 11778, 5172, 3615, 9307, 5551, 11622, 10943, 10632, 23032, 2407, 26895, 3660, 12399, 8717, 9778, 3555, 2288, 21136, 1211, 2407, 4117, 9307, 15844, 25062, 16373, 3215, 12399, 11933, 15730, 25961, 2655, 32748, 12610, 3660, 37893, 8978, 11296, 44713, 4587, 2288, 9640, 8717, 30544, 8717, 9778, 3555, 2288, 21136, 1211, 2407, 4117, 9307, 15844, 25062, 16373, 3215, 12399, 11933, 15730, 25961, 32748, 12610, 3660, 8978, 11296, 44713, 4587, 2288, 9640, 30767, 1829, 5551, 2304, 16572, 4117, 995, 34051, 45595, 16758, 7649, 1975, 5016, 8315, 8717, 30544, 44713, 2288, 9307, 1829, 7435, 1829, 9957, 5296, 9778, 2304, 3794, 9957, 8608, 1863, 3660], "avg_logprob": -0.31825154398116595, "compression_ratio": 2.12890625, "no_speech_prob": 7.152557373046875e-07, "words": [{"start": 1146.01, "end": 1146.55, "word": "هذه", "probability": 0.81787109375}, {"start": 1146.55, "end": 1147.09, "word": " كيف", "probability": 0.876708984375}, {"start": 1147.09, "end": 1147.31, "word": " أنت", "probability": 0.758544921875}, {"start": 1147.31, "end": 1147.57, "word": " بدأت", "probability": 0.700927734375}, {"start": 1147.57, "end": 1147.99, "word": " تفكر", "probability": 0.9578450520833334}, {"start": 1147.99, "end": 1148.13, "word": " و", "probability": 0.61669921875}, {"start": 1148.13, "end": 1148.75, "word": " تخطط", "probability": 0.973876953125}, {"start": 1148.75, "end": 1148.93, "word": " و", "probability": 0.80224609375}, {"start": 1148.93, "end": 1149.83, "word": " العصفة", "probability": 0.6962890625}, {"start": 1149.83, "end": 1149.85, "word": " تدني؟", "probability": 0.537841796875}, {"start": 1149.85, "end": 1150.09, "word": " ما", "probability": 0.22998046875}, {"start": 1150.09, "end": 1150.27, "word": " أعشق", "probability": 0.45916748046875}, {"start": 1150.27, "end": 1150.41, "word": " إذا", "probability": 0.5521240234375}, {"start": 1150.41, "end": 1150.55, "word": " من", "probability": 0.70654296875}, {"start": 1150.55, "end": 1150.83, "word": " هذه", "probability": 0.865234375}, {"start": 1150.83, "end": 1151.21, "word": " الفترة", "probability": 0.801513671875}, {"start": 1151.21, "end": 1151.37, "word": " اللي", "probability": 0.639404296875}, {"start": 1151.37, "end": 1151.73, "word": " نعمله", "probability": 0.488037109375}, {"start": 1151.73, "end": 1152.23, "word": " تخطيط", "probability": 0.844189453125}, {"start": 1152.23, "end": 1152.95, "word": " استراتيجي", "probability": 0.9287109375}, {"start": 1152.95, "end": 1153.19, "word": " طويل", "probability": 0.666015625}, {"start": 1153.19, "end": 1154.55, "word": " الأجر،", "probability": 0.5308837890625}, {"start": 1154.55, "end": 1154.91, "word": " دفعات", "probability": 0.5452880859375}, {"start": 1154.91, "end": 1155.21, "word": " أزامية", "probability": 0.606109619140625}, {"start": 1155.21, "end": 1155.59, "word": " طويلة،", "probability": 0.9318359375}, {"start": 1155.59, "end": 1155.77, "word": " نخبر", "probability": 0.4674072265625}, {"start": 1155.77, "end": 1156.17, "word": " السلوكات", "probability": 0.746484375}, {"start": 1156.17, "end": 1156.29, "word": " على", "probability": 0.94287109375}, {"start": 1156.29, "end": 1156.67, "word": " القائد،", "probability": 0.7529296875}, {"start": 1156.67, "end": 1156.79, "word": " إذا", "probability": 0.960693359375}, {"start": 1156.79, "end": 1157.11, "word": " كانت", "probability": 0.947998046875}, {"start": 1157.11, "end": 1157.47, "word": " الدولة", "probability": 0.9812825520833334}, {"start": 1157.47, "end": 1157.61, "word": " مش", "probability": 0.280029296875}, {"start": 1157.61, "end": 1157.83, "word": " فيها", "probability": 0.9619140625}, {"start": 1157.83, "end": 1158.29, "word": " استقرار", "probability": 0.894287109375}, {"start": 1158.29, "end": 1159.01, "word": " نكون", "probability": 0.5225830078125}, {"start": 1159.01, "end": 1159.27, "word": " نخبر", "probability": 0.9449462890625}, {"start": 1159.27, "end": 1159.59, "word": " السلوكات", "probability": 0.9654296875}, {"start": 1159.59, "end": 1159.69, "word": " على", "probability": 0.9111328125}, {"start": 1159.69, "end": 1159.95, "word": " القائد،", "probability": 0.9556884765625}, {"start": 1159.95, "end": 1160.05, "word": " إذا", "probability": 0.966552734375}, {"start": 1160.05, "end": 1160.21, "word": " كان", "probability": 0.99267578125}, {"start": 1160.21, "end": 1160.53, "word": " الدولة", "probability": 0.9684244791666666}, {"start": 1160.53, "end": 1160.71, "word": " فيها", "probability": 0.990478515625}, {"start": 1160.71, "end": 1161.15, "word": " استقرار", "probability": 0.9688720703125}, {"start": 1161.15, "end": 1161.35, "word": " زي", "probability": 0.915283203125}, {"start": 1161.35, "end": 1161.57, "word": " أمريكا", "probability": 0.77891845703125}, {"start": 1161.57, "end": 1161.65, "word": " أو", "probability": 0.42236328125}, {"start": 1161.65, "end": 1161.91, "word": " اليابان", "probability": 0.86279296875}, {"start": 1161.91, "end": 1162.73, "word": " احنا", "probability": 0.6346028645833334}, {"start": 1162.73, "end": 1162.97, "word": " نكون", "probability": 0.767333984375}, {"start": 1162.97, "end": 1163.61, "word": " استراتيجيين", "probability": 0.8591657366071429}, {"start": 1163.61, "end": 1163.99, "word": " لخمسين", "probability": 0.822216796875}, {"start": 1163.99, "end": 1164.39, "word": " سنة", "probability": 0.9947916666666666}], "temperature": 1.0}, {"id": 46, "seek": 118407, "start": 1165.85, "end": 1184.07, "text": "المرحلة الرابعة هي مرحلة الإدارة الاستراتيجية، طبعا أنا عملية التخطيط ده كله كلام نظري، أنا مافوتش في عملية التطبيق، مرحلة ال .. مرحلة الإدارة الاستراتيجية أنا وصلت لمرحلة التطبيق، تطبيق المفاهيم اللي عندي والعملية التخطيطية اللي أنا عملتها", "tokens": [45340, 2288, 5016, 37977, 34892, 16758, 27884, 39896, 3714, 2288, 5016, 37977, 33688, 3215, 9640, 3660, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 12399, 23032, 3555, 3615, 995, 41850, 6225, 42213, 10632, 16712, 9778, 9566, 1829, 9566, 11778, 3224, 28242, 3224, 28242, 10943, 8717, 19913, 16572, 12399, 41850, 19446, 5172, 35473, 8592, 8978, 6225, 42213, 10632, 16712, 9566, 21292, 4587, 12399, 3714, 2288, 5016, 37977, 2423, 4386, 3714, 2288, 5016, 37977, 33688, 3215, 9640, 3660, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 41850, 4032, 36520, 2655, 5296, 29973, 5016, 37977, 16712, 9566, 21292, 4587, 12399, 6055, 9566, 21292, 4587, 9673, 5172, 40294, 32640, 13672, 1829, 18871, 16254, 16070, 25957, 1211, 10632, 16712, 9778, 9566, 1829, 9566, 10632, 13672, 1829, 41850, 6225, 42213, 2655, 11296], "avg_logprob": -0.08943749785423279, "compression_ratio": 2.423076923076923, "no_speech_prob": 1.7881393432617188e-06, "words": [{"start": 1165.85, "end": 1166.77, "word": "المرحلة", "probability": 0.84124755859375}, {"start": 1166.77, "end": 1167.35, "word": " الرابعة", "probability": 0.9669596354166666}, {"start": 1167.35, "end": 1167.67, "word": " هي", "probability": 0.92919921875}, {"start": 1167.67, "end": 1168.23, "word": " مرحلة", "probability": 0.9932861328125}, {"start": 1168.23, "end": 1168.69, "word": " الإدارة", "probability": 0.9884033203125}, {"start": 1168.69, "end": 1169.97, "word": " الاستراتيجية،", "probability": 0.851654052734375}, {"start": 1169.97, "end": 1170.25, "word": " طبعا", "probability": 0.9857177734375}, {"start": 1170.25, "end": 1170.49, "word": " أنا", "probability": 0.5986328125}, {"start": 1170.49, "end": 1170.91, "word": " عملية", "probability": 0.9651692708333334}, {"start": 1170.91, "end": 1171.51, "word": " التخطيط", "probability": 0.95244140625}, {"start": 1171.51, "end": 1171.73, "word": " ده", "probability": 0.7685546875}, {"start": 1171.73, "end": 1172.01, "word": " كله", "probability": 0.98193359375}, {"start": 1172.01, "end": 1172.25, "word": " كلام", "probability": 0.975830078125}, {"start": 1172.25, "end": 1172.79, "word": " نظري،", "probability": 0.9276123046875}, {"start": 1172.79, "end": 1172.95, "word": " أنا", "probability": 0.79150390625}, {"start": 1172.95, "end": 1173.45, "word": " مافوتش", "probability": 0.7791748046875}, {"start": 1173.45, "end": 1173.61, "word": " في", "probability": 0.9375}, {"start": 1173.61, "end": 1174.07, "word": " عملية", "probability": 0.9724934895833334}, {"start": 1174.07, "end": 1174.83, "word": " التطبيق،", "probability": 0.9796875}, {"start": 1174.83, "end": 1175.29, "word": " مرحلة", "probability": 0.9281005859375}, {"start": 1175.29, "end": 1175.55, "word": " ال", "probability": 0.9150390625}, {"start": 1175.55, "end": 1175.55, "word": " ..", "probability": 0.90234375}, {"start": 1175.55, "end": 1176.05, "word": " مرحلة", "probability": 0.9697265625}, {"start": 1176.05, "end": 1176.45, "word": " الإدارة", "probability": 0.982421875}, {"start": 1176.45, "end": 1177.15, "word": " الاستراتيجية", "probability": 0.9846540178571429}, {"start": 1177.15, "end": 1177.47, "word": " أنا", "probability": 0.65771484375}, {"start": 1177.47, "end": 1177.95, "word": " وصلت", "probability": 0.98291015625}, {"start": 1177.95, "end": 1178.55, "word": " لمرحلة", "probability": 0.9400634765625}, {"start": 1178.55, "end": 1179.55, "word": " التطبيق،", "probability": 0.97080078125}, {"start": 1179.55, "end": 1179.95, "word": " تطبيق", "probability": 0.9532470703125}, {"start": 1179.95, "end": 1180.47, "word": " المفاهيم", "probability": 0.9739990234375}, {"start": 1180.47, "end": 1180.63, "word": " اللي", "probability": 0.84814453125}, {"start": 1180.63, "end": 1181.01, "word": " عندي", "probability": 0.824951171875}, {"start": 1181.01, "end": 1182.65, "word": " والعملية", "probability": 0.73516845703125}, {"start": 1182.65, "end": 1183.25, "word": " التخطيطية", "probability": 0.9878743489583334}, {"start": 1183.25, "end": 1183.41, "word": " اللي", "probability": 0.97802734375}, {"start": 1183.41, "end": 1183.55, "word": " أنا", "probability": 0.7392578125}, {"start": 1183.55, "end": 1184.07, "word": " عملتها", "probability": 0.9952392578125}], "temperature": 1.0}, {"id": 47, "seek": 121384, "start": 1184.45, "end": 1213.85, "text": "طبعا باستخدام المواد، الموارد والميزة التنافسية اللي أنا لازم أحافظ عليها من السهل أن انت تلاقي ميزة تنافسية أو تنجح لكن لازم تحافظ عليها مثل ما حكت الدكتورة ثم هتشيل خاصية عاملة من شركة أبل و شركة سامسونج كل واحد متخيل كيف يطور لحتى يقدم ميزة تنافسية في الأجهزة بتاعته و تخدمها في التطبيقات لحتى الناس يرفعها إذا من هنا أقلاها كانت مراحلة تطور ينخد لدرجة استراتيجية", "tokens": [9566, 3555, 3615, 995, 4724, 995, 14851, 9778, 3215, 10943, 9673, 14407, 3215, 12399, 9673, 2407, 9640, 3215, 16070, 2304, 1829, 11622, 3660, 16712, 8315, 36178, 10632, 13672, 1829, 41850, 5296, 31377, 2304, 5551, 5016, 31845, 19913, 25894, 11296, 9154, 21136, 3224, 1211, 14739, 16472, 2655, 6055, 15040, 38436, 3714, 1829, 11622, 3660, 6055, 8315, 36178, 10632, 34051, 6055, 1863, 7435, 5016, 44381, 5296, 31377, 2304, 6055, 5016, 31845, 19913, 25894, 11296, 50113, 1211, 19446, 11331, 4117, 2655, 32748, 4117, 2655, 13063, 3660, 38637, 2304, 8032, 2655, 8592, 26895, 16490, 33546, 10632, 6225, 10943, 37977, 9154, 13412, 31747, 3660, 5551, 36150, 4032, 13412, 31747, 3660, 8608, 10943, 3794, 11536, 7435, 28242, 36764, 24401, 44650, 9778, 26895, 9122, 33911, 7251, 9566, 13063, 5296, 33753, 7578, 7251, 28543, 2304, 3714, 1829, 11622, 3660, 6055, 8315, 36178, 10632, 8978, 16247, 7435, 3224, 11622, 3660, 39894, 995, 34268, 3224, 4032, 6055, 9778, 40448, 11296, 8978, 16712, 9566, 21292, 4587, 9307, 5296, 33753, 7578, 2423, 8315, 3794, 7251, 28480, 3615, 11296, 11933, 15730, 9154, 34105, 5551, 4587, 15040, 11296, 25961, 2655, 3714, 23557, 5016, 37977, 6055, 9566, 13063, 7251, 1863, 9778, 3215, 5296, 3215, 47341, 3660, 44713, 2288, 9307, 1829, 7435, 10632], "avg_logprob": -0.21369949555156206, "compression_ratio": 2.1142857142857143, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1184.45, "end": 1184.83, "word": "طبعا", "probability": 0.9189453125}, {"start": 1184.83, "end": 1185.51, "word": " باستخدام", "probability": 0.9571126302083334}, {"start": 1185.51, "end": 1186.49, "word": " المواد،", "probability": 0.732177734375}, {"start": 1186.49, "end": 1187.09, "word": " الموارد", "probability": 0.9805908203125}, {"start": 1187.09, "end": 1188.37, "word": " والميزة", "probability": 0.8354736328125}, {"start": 1188.37, "end": 1189.17, "word": " التنافسية", "probability": 0.8670654296875}, {"start": 1189.17, "end": 1189.39, "word": " اللي", "probability": 0.760986328125}, {"start": 1189.39, "end": 1189.55, "word": " أنا", "probability": 0.62353515625}, {"start": 1189.55, "end": 1189.95, "word": " لازم", "probability": 0.9944661458333334}, {"start": 1189.95, "end": 1190.45, "word": " أحافظ", "probability": 0.941162109375}, {"start": 1190.45, "end": 1190.79, "word": " عليها", "probability": 0.994384765625}, {"start": 1190.79, "end": 1190.95, "word": " من", "probability": 0.328125}, {"start": 1190.95, "end": 1191.21, "word": " السهل", "probability": 0.96484375}, {"start": 1191.21, "end": 1191.33, "word": " أن", "probability": 0.5419921875}, {"start": 1191.33, "end": 1191.53, "word": " انت", "probability": 0.6815185546875}, {"start": 1191.53, "end": 1191.85, "word": " تلاقي", "probability": 0.98291015625}, {"start": 1191.85, "end": 1192.17, "word": " ميزة", "probability": 0.9964599609375}, {"start": 1192.17, "end": 1192.77, "word": " تنافسية", "probability": 0.978271484375}, {"start": 1192.77, "end": 1193.25, "word": " أو", "probability": 0.91455078125}, {"start": 1193.25, "end": 1193.73, "word": " تنجح", "probability": 0.99609375}, {"start": 1193.73, "end": 1194.03, "word": " لكن", "probability": 0.8583984375}, {"start": 1194.03, "end": 1194.39, "word": " لازم", "probability": 0.9923502604166666}, {"start": 1194.39, "end": 1194.75, "word": " تحافظ", "probability": 0.949462890625}, {"start": 1194.75, "end": 1195.07, "word": " عليها", "probability": 0.9931640625}, {"start": 1195.07, "end": 1195.33, "word": " مثل", "probability": 0.914794921875}, {"start": 1195.33, "end": 1195.43, "word": " ما", "probability": 0.89208984375}, {"start": 1195.43, "end": 1195.73, "word": " حكت", "probability": 0.8616536458333334}, {"start": 1195.73, "end": 1195.89, "word": " الدكتورة", "probability": 0.93779296875}, {"start": 1195.89, "end": 1196.01, "word": " ثم", "probability": 0.60137939453125}, {"start": 1196.01, "end": 1196.41, "word": " هتشيل", "probability": 0.367431640625}, {"start": 1196.41, "end": 1196.77, "word": " خاصية", "probability": 0.7410481770833334}, {"start": 1196.77, "end": 1197.01, "word": " عاملة", "probability": 0.6004231770833334}, {"start": 1197.01, "end": 1197.15, "word": " من", "probability": 0.72607421875}, {"start": 1197.15, "end": 1197.63, "word": " شركة", "probability": 0.9861653645833334}, {"start": 1197.63, "end": 1198.77, "word": " أبل", "probability": 0.57073974609375}, {"start": 1198.77, "end": 1199.65, "word": " و", "probability": 0.99072265625}, {"start": 1199.65, "end": 1200.07, "word": " شركة", "probability": 0.9207356770833334}, {"start": 1200.07, "end": 1201.15, "word": " سامسونج", "probability": 0.849951171875}, {"start": 1201.15, "end": 1201.41, "word": " كل", "probability": 0.7939453125}, {"start": 1201.41, "end": 1201.63, "word": " واحد", "probability": 0.994384765625}, {"start": 1201.63, "end": 1202.13, "word": " متخيل", "probability": 0.88427734375}, {"start": 1202.13, "end": 1202.41, "word": " كيف", "probability": 0.97265625}, {"start": 1202.41, "end": 1202.85, "word": " يطور", "probability": 0.9220377604166666}, {"start": 1202.85, "end": 1203.41, "word": " لحتى", "probability": 0.745849609375}, {"start": 1203.41, "end": 1204.25, "word": " يقدم", "probability": 0.96337890625}, {"start": 1204.25, "end": 1204.57, "word": " ميزة", "probability": 0.99755859375}, {"start": 1204.57, "end": 1205.19, "word": " تنافسية", "probability": 0.9847412109375}, {"start": 1205.19, "end": 1205.43, "word": " في", "probability": 0.94287109375}, {"start": 1205.43, "end": 1205.85, "word": " الأجهزة", "probability": 0.861572265625}, {"start": 1205.85, "end": 1206.19, "word": " بتاعته", "probability": 0.907958984375}, {"start": 1206.19, "end": 1206.29, "word": " و", "probability": 0.7080078125}, {"start": 1206.29, "end": 1206.65, "word": " تخدمها", "probability": 0.81573486328125}, {"start": 1206.65, "end": 1206.73, "word": " في", "probability": 0.83203125}, {"start": 1206.73, "end": 1207.33, "word": " التطبيقات", "probability": 0.9884765625}, {"start": 1207.33, "end": 1207.65, "word": " لحتى", "probability": 0.94287109375}, {"start": 1207.65, "end": 1207.89, "word": " الناس", "probability": 0.9532877604166666}, {"start": 1207.89, "end": 1209.75, "word": " يرفعها", "probability": 0.61376953125}, {"start": 1209.75, "end": 1210.07, "word": " إذا", "probability": 0.50164794921875}, {"start": 1210.07, "end": 1210.27, "word": " من", "probability": 0.96923828125}, {"start": 1210.27, "end": 1210.53, "word": " هنا", "probability": 0.99169921875}, {"start": 1210.53, "end": 1211.23, "word": " أقلاها", "probability": 0.53460693359375}, {"start": 1211.23, "end": 1211.59, "word": " كانت", "probability": 0.93310546875}, {"start": 1211.59, "end": 1212.01, "word": " مراحلة", "probability": 0.7786865234375}, {"start": 1212.01, "end": 1212.37, "word": " تطور", "probability": 0.8416341145833334}, {"start": 1212.37, "end": 1212.77, "word": " ينخد", "probability": 0.53179931640625}, {"start": 1212.77, "end": 1213.09, "word": " لدرجة", "probability": 0.8367919921875}, {"start": 1213.09, "end": 1213.85, "word": " استراتيجية", "probability": 0.9034830729166666}], "temperature": 1.0}, {"id": 48, "seek": 124000, "start": 1214.54, "end": 1240.0, "text": "وهي التي تقوم على التخطيط الطويل اللي أجروا لرأس التنمية الداخلية والتاريجية والتركيز على تحقيق خدف الميزة التنافسية إنه أنا عندي حاجة الناس بتضلها حاجة هادئية جانب الناس من ضمن أمور الجدول هو تطوير المستمر يعني بشتري المستخدم المهندس الجديد ويقول الـcustomer يتعرف على مهندسنا القادم اللي هو الإصدار اللي بعد كده إيش راح يكون فيه؟ تفضلي", "tokens": [2407, 3224, 1829, 38392, 6055, 4587, 20498, 15844, 16712, 9778, 9566, 1829, 9566, 41950, 2407, 26895, 13672, 1829, 5551, 7435, 2288, 14407, 5296, 2288, 10721, 3794, 16712, 1863, 2304, 10632, 32748, 47283, 1211, 10632, 16070, 2655, 9640, 1829, 7435, 10632, 16070, 2655, 31747, 1829, 11622, 15844, 6055, 5016, 38436, 4587, 16490, 3215, 5172, 9673, 1829, 11622, 3660, 16712, 8315, 36178, 10632, 36145, 3224, 41850, 18871, 16254, 11331, 26108, 3660, 2423, 8315, 3794, 39894, 11242, 1211, 11296, 11331, 26108, 3660, 8032, 18513, 19986, 10632, 10874, 7649, 3555, 2423, 8315, 3794, 9154, 48812, 27842, 5551, 2304, 13063, 25724, 3215, 12610, 31439, 6055, 9566, 2407, 13546, 9673, 14851, 29973, 37495, 22653, 4724, 8592, 2655, 16572, 9673, 14851, 9778, 40448, 9673, 3224, 41260, 3794, 25724, 16254, 3215, 4032, 1829, 39648, 2423, 39184, 66, 2239, 260, 7251, 2655, 3615, 28480, 15844, 3714, 3224, 41260, 3794, 8315, 25062, 18513, 2304, 13672, 1829, 31439, 33688, 9381, 3215, 9640, 13672, 1829, 39182, 9122, 3215, 3224, 11933, 1829, 8592, 12602, 39319, 7251, 30544, 8978, 3224, 22807, 6055, 5172, 11242, 20292], "avg_logprob": -0.27271075252183646, "compression_ratio": 1.9741100323624596, "no_speech_prob": 1.043081283569336e-05, "words": [{"start": 1214.54, "end": 1214.92, "word": "وهي", "probability": 0.8595377604166666}, {"start": 1214.92, "end": 1215.18, "word": " التي", "probability": 0.66796875}, {"start": 1215.18, "end": 1215.6, "word": " تقوم", "probability": 0.9899088541666666}, {"start": 1215.6, "end": 1215.8, "word": " على", "probability": 0.87548828125}, {"start": 1215.8, "end": 1216.2, "word": " التخطيط", "probability": 0.89453125}, {"start": 1216.2, "end": 1216.46, "word": " الطويل", "probability": 0.6433919270833334}, {"start": 1216.46, "end": 1216.6, "word": " اللي", "probability": 0.8388671875}, {"start": 1216.6, "end": 1216.94, "word": " أجروا", "probability": 0.73291015625}, {"start": 1216.94, "end": 1217.26, "word": " لرأس", "probability": 0.551513671875}, {"start": 1217.26, "end": 1217.56, "word": " التنمية", "probability": 0.7335205078125}, {"start": 1217.56, "end": 1218.08, "word": " الداخلية", "probability": 0.961181640625}, {"start": 1218.08, "end": 1218.92, "word": " والتاريجية", "probability": 0.6711018880208334}, {"start": 1218.92, "end": 1219.98, "word": " والتركيز", "probability": 0.901171875}, {"start": 1219.98, "end": 1220.2, "word": " على", "probability": 0.93994140625}, {"start": 1220.2, "end": 1220.72, "word": " تحقيق", "probability": 0.99169921875}, {"start": 1220.72, "end": 1220.98, "word": " خدف", "probability": 0.61181640625}, {"start": 1220.98, "end": 1221.52, "word": " الميزة", "probability": 0.8365478515625}, {"start": 1221.52, "end": 1222.34, "word": " التنافسية", "probability": 0.9720458984375}, {"start": 1222.34, "end": 1223.1, "word": " إنه", "probability": 0.595703125}, {"start": 1223.1, "end": 1223.26, "word": " أنا", "probability": 0.8525390625}, {"start": 1223.26, "end": 1223.6, "word": " عندي", "probability": 0.839599609375}, {"start": 1223.6, "end": 1223.98, "word": " حاجة", "probability": 0.9957682291666666}, {"start": 1223.98, "end": 1224.44, "word": " الناس", "probability": 0.9640299479166666}, {"start": 1224.44, "end": 1225.14, "word": " بتضلها", "probability": 0.72174072265625}, {"start": 1225.14, "end": 1226.34, "word": " حاجة", "probability": 0.8512369791666666}, {"start": 1226.34, "end": 1226.74, "word": " هادئية", "probability": 0.840087890625}, {"start": 1226.74, "end": 1227.08, "word": " جانب", "probability": 0.8076985677083334}, {"start": 1227.08, "end": 1227.52, "word": " الناس", "probability": 0.9873046875}, {"start": 1227.52, "end": 1228.1, "word": " من", "probability": 0.853515625}, {"start": 1228.1, "end": 1228.4, "word": " ضمن", "probability": 0.82080078125}, {"start": 1228.4, "end": 1228.78, "word": " أمور", "probability": 0.9763997395833334}, {"start": 1228.78, "end": 1229.16, "word": " الجدول", "probability": 0.4515787760416667}, {"start": 1229.16, "end": 1229.34, "word": " هو", "probability": 0.55224609375}, {"start": 1229.34, "end": 1230.1, "word": " تطوير", "probability": 0.8770751953125}, {"start": 1230.1, "end": 1230.78, "word": " المستمر", "probability": 0.8942057291666666}, {"start": 1230.78, "end": 1231.54, "word": " يعني", "probability": 0.781982421875}, {"start": 1231.54, "end": 1232.14, "word": " بشتري", "probability": 0.9068603515625}, {"start": 1232.14, "end": 1233.62, "word": " المستخدم", "probability": 0.8585205078125}, {"start": 1233.62, "end": 1234.38, "word": " المهندس", "probability": 0.7596435546875}, {"start": 1234.38, "end": 1234.88, "word": " الجديد", "probability": 0.96435546875}, {"start": 1234.88, "end": 1235.14, "word": " ويقول", "probability": 0.75}, {"start": 1235.14, "end": 1235.52, "word": " الـcustomer", "probability": 0.35963134765625}, {"start": 1235.52, "end": 1235.78, "word": " يتعرف", "probability": 0.610595703125}, {"start": 1235.78, "end": 1235.88, "word": " على", "probability": 0.43408203125}, {"start": 1235.88, "end": 1236.22, "word": " مهندسنا", "probability": 0.84716796875}, {"start": 1236.22, "end": 1236.84, "word": " القادم", "probability": 0.9833984375}, {"start": 1236.84, "end": 1237.26, "word": " اللي", "probability": 0.7393798828125}, {"start": 1237.26, "end": 1237.36, "word": " هو", "probability": 0.958984375}, {"start": 1237.36, "end": 1237.8, "word": " الإصدار", "probability": 0.84771728515625}, {"start": 1237.8, "end": 1237.92, "word": " اللي", "probability": 0.875732421875}, {"start": 1237.92, "end": 1238.12, "word": " بعد", "probability": 0.94970703125}, {"start": 1238.12, "end": 1238.32, "word": " كده", "probability": 0.9744466145833334}, {"start": 1238.32, "end": 1238.48, "word": " إيش", "probability": 0.8361002604166666}, {"start": 1238.48, "end": 1238.58, "word": " راح", "probability": 0.874755859375}, {"start": 1238.58, "end": 1238.86, "word": " يكون", "probability": 0.99169921875}, {"start": 1238.86, "end": 1239.56, "word": " فيه؟", "probability": 0.7367350260416666}, {"start": 1239.56, "end": 1240.0, "word": " تفضلي", "probability": 0.62982177734375}], "temperature": 1.0}, {"id": 49, "seek": 126807, "start": 1240.73, "end": 1268.07, "text": "وصلنا لفوائد الإدارة الاستراتيجية، حابة تشاركوني إيش شايفين فوائد الاستراتيجية، شو فايدة الإدارة الاستراتيجية؟ أنا ليش بعمل خطة استراتيجية؟ تفضل يا عزيزي لحظة يا عزيزي، كيف بالإستراتيجي management؟ والإستراتيجي بليه؟ إحنا بنفترن عن الإدارة الاستراتيجية، مش التخطيط الاستراتيجي التخطيط الاستراتيجي جزء من الإدارة الاستراتيجية ولا أي سلعز صح هي المرحلة للنظرية في الأربع وضعف، من هنا التخطيط", "tokens": [2407, 36520, 8315, 5296, 5172, 2407, 16373, 3215, 33688, 3215, 9640, 3660, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 12399, 11331, 16758, 3660, 6055, 8592, 9640, 30544, 1829, 11933, 1829, 8592, 13412, 995, 33911, 9957, 6156, 2407, 16373, 3215, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 12399, 13412, 2407, 6156, 995, 25708, 3660, 33688, 3215, 9640, 3660, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 22807, 41850, 32239, 8592, 4724, 25957, 1211, 16490, 9566, 3660, 44713, 2288, 9307, 1829, 7435, 10632, 22807, 6055, 5172, 11242, 1211, 35186, 6225, 11622, 1829, 11622, 1829, 5296, 5016, 19913, 3660, 35186, 6225, 11622, 1829, 11622, 1829, 12399, 9122, 33911, 20666, 28814, 14851, 2288, 9307, 1829, 7435, 1829, 4592, 22807, 16070, 28814, 14851, 2288, 9307, 1829, 7435, 1829, 4724, 20292, 3224, 22807, 11933, 5016, 8315, 44945, 5172, 2655, 2288, 1863, 18871, 33688, 3215, 9640, 3660, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 12399, 37893, 16712, 9778, 9566, 1829, 9566, 42963, 14851, 2288, 9307, 1829, 7435, 1829, 16712, 9778, 9566, 1829, 9566, 42963, 14851, 2288, 9307, 1829, 7435, 1829, 10874, 11622, 38207, 9154, 33688, 3215, 9640, 3660, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 49429, 36632, 8608, 1211, 3615, 11622, 20328, 5016, 39896, 9673, 2288, 5016, 37977, 24976, 1863, 19913, 2288, 10632, 8978, 16247, 25513, 3615, 4032, 11242, 3615, 5172, 12399, 9154, 34105, 16712, 9778, 9566, 1829, 9566], "avg_logprob": -0.1977759058008323, "compression_ratio": 2.5519713261648747, "no_speech_prob": 0.0, "words": [{"start": 1240.73, "end": 1241.55, "word": "وصلنا", "probability": 0.9112955729166666}, {"start": 1241.55, "end": 1242.33, "word": " لفوائد", "probability": 0.91181640625}, {"start": 1242.33, "end": 1242.75, "word": " الإدارة", "probability": 0.97705078125}, {"start": 1242.75, "end": 1244.59, "word": " الاستراتيجية،", "probability": 0.82940673828125}, {"start": 1244.59, "end": 1244.89, "word": " حابة", "probability": 0.8460286458333334}, {"start": 1244.89, "end": 1246.09, "word": " تشاركوني", "probability": 0.91943359375}, {"start": 1246.09, "end": 1246.37, "word": " إيش", "probability": 0.78857421875}, {"start": 1246.37, "end": 1246.91, "word": " شايفين", "probability": 0.89990234375}, {"start": 1246.91, "end": 1247.55, "word": " فوائد", "probability": 0.88671875}, {"start": 1247.55, "end": 1247.87, "word": " الاستراتيجية،", "probability": 0.810211181640625}, {"start": 1247.87, "end": 1248.05, "word": " شو", "probability": 0.8447265625}, {"start": 1248.05, "end": 1248.55, "word": " فايدة", "probability": 0.8148193359375}, {"start": 1248.55, "end": 1248.93, "word": " الإدارة", "probability": 0.983642578125}, {"start": 1248.93, "end": 1249.61, "word": " الاستراتيجية؟", "probability": 0.9000244140625}, {"start": 1249.61, "end": 1249.71, "word": " أنا", "probability": 0.77587890625}, {"start": 1249.71, "end": 1249.91, "word": " ليش", "probability": 0.961181640625}, {"start": 1249.91, "end": 1250.33, "word": " بعمل", "probability": 0.97021484375}, {"start": 1250.33, "end": 1250.75, "word": " خطة", "probability": 0.98193359375}, {"start": 1250.75, "end": 1252.35, "word": " استراتيجية؟", "probability": 0.9646344866071429}, {"start": 1252.35, "end": 1252.79, "word": " تفضل", "probability": 0.727294921875}, {"start": 1252.79, "end": 1252.91, "word": " يا", "probability": 0.552734375}, {"start": 1252.91, "end": 1252.93, "word": " عزيزي", "probability": 0.876953125}, {"start": 1252.93, "end": 1253.65, "word": " لحظة", "probability": 0.83453369140625}, {"start": 1253.65, "end": 1253.91, "word": " يا", "probability": 0.92431640625}, {"start": 1253.91, "end": 1254.09, "word": " عزيزي،", "probability": 0.8776041666666666}, {"start": 1254.09, "end": 1254.37, "word": " كيف", "probability": 0.951171875}, {"start": 1254.37, "end": 1255.19, "word": " بالإستراتيجي", "probability": 0.846466064453125}, {"start": 1255.19, "end": 1256.09, "word": " management؟", "probability": 0.492431640625}, {"start": 1256.09, "end": 1256.81, "word": " والإستراتيجي", "probability": 0.90216064453125}, {"start": 1256.81, "end": 1257.49, "word": " بليه؟", "probability": 0.7593994140625}, {"start": 1257.49, "end": 1257.73, "word": " إحنا", "probability": 0.8246256510416666}, {"start": 1257.73, "end": 1258.11, "word": " بنفترن", "probability": 0.4419189453125}, {"start": 1258.11, "end": 1258.23, "word": " عن", "probability": 0.60791015625}, {"start": 1258.23, "end": 1258.49, "word": " الإدارة", "probability": 0.9189453125}, {"start": 1258.49, "end": 1259.17, "word": " الاستراتيجية،", "probability": 0.9600830078125}, {"start": 1259.17, "end": 1259.27, "word": " مش", "probability": 0.97900390625}, {"start": 1259.27, "end": 1259.65, "word": " التخطيط", "probability": 0.9431640625}, {"start": 1259.65, "end": 1260.15, "word": " الاستراتيجي", "probability": 0.9560546875}, {"start": 1260.15, "end": 1261.33, "word": " التخطيط", "probability": 0.9390625}, {"start": 1261.33, "end": 1261.97, "word": " الاستراتيجي", "probability": 0.9823521205357143}, {"start": 1261.97, "end": 1262.33, "word": " جزء", "probability": 0.9928385416666666}, {"start": 1262.33, "end": 1262.45, "word": " من", "probability": 0.9921875}, {"start": 1262.45, "end": 1262.85, "word": " الإدارة", "probability": 0.98876953125}, {"start": 1262.85, "end": 1263.41, "word": " الاستراتيجية", "probability": 0.9857003348214286}, {"start": 1263.41, "end": 1263.57, "word": " ولا", "probability": 0.38671875}, {"start": 1263.57, "end": 1263.73, "word": " أي", "probability": 0.69677734375}, {"start": 1263.73, "end": 1264.45, "word": " سلعز", "probability": 0.462738037109375}, {"start": 1264.45, "end": 1264.89, "word": " صح", "probability": 0.831298828125}, {"start": 1264.89, "end": 1265.01, "word": " هي", "probability": 0.46533203125}, {"start": 1265.01, "end": 1265.93, "word": " المرحلة", "probability": 0.843017578125}, {"start": 1265.93, "end": 1266.41, "word": " للنظرية", "probability": 0.87021484375}, {"start": 1266.41, "end": 1266.49, "word": " في", "probability": 0.5087890625}, {"start": 1266.49, "end": 1266.89, "word": " الأربع", "probability": 0.755615234375}, {"start": 1266.89, "end": 1267.29, "word": " وضعف،", "probability": 0.735400390625}, {"start": 1267.29, "end": 1267.39, "word": " من", "probability": 0.93896484375}, {"start": 1267.39, "end": 1267.51, "word": " هنا", "probability": 0.346435546875}, {"start": 1267.51, "end": 1268.07, "word": " التخطيط", "probability": 0.8529296875}], "temperature": 1.0}, {"id": 50, "seek": 129213, "start": 1268.61, "end": 1292.13, "text": "ومن ضمن التخطيط التخطيط الاستراتيجي احنا اللي هعرف التخطيط اخدناها قبل كده احنا هنا بنحكي عن إدارة استراتيجية كده أنا عند استراتيجية كده بدي أديرها فيرد تاخد بقى يبقى تمزجيش بين المصطلحين اللي بدي اختفعها، فضل يا أستاذة التطوير والتحسين المصلم، اسمك؟ إسلام، التحسين المصلم ده إيش بنسميه إسلام؟ مضبط، عارف عن مين؟ مضبط، إيش بنسميه؟", "tokens": [20498, 1863, 48812, 27842, 16712, 9778, 9566, 1829, 9566, 16712, 9778, 9566, 1829, 9566, 42963, 14851, 2288, 9307, 1829, 7435, 1829, 1975, 5016, 8315, 13672, 1829, 8032, 3615, 28480, 16712, 9778, 9566, 1829, 9566, 1975, 9778, 3215, 8315, 11296, 12174, 36150, 9122, 3215, 3224, 1975, 5016, 8315, 34105, 44945, 5016, 4117, 1829, 18871, 11933, 3215, 9640, 3660, 44713, 2288, 9307, 1829, 7435, 10632, 9122, 3215, 3224, 41850, 43242, 44713, 2288, 9307, 1829, 7435, 10632, 9122, 3215, 3224, 4724, 16254, 5551, 3215, 13546, 11296, 6156, 13546, 3215, 6055, 47283, 3215, 4724, 4587, 7578, 7251, 3555, 4587, 7578, 6055, 2304, 11622, 7435, 1829, 8592, 49374, 9673, 9381, 9566, 1211, 5016, 9957, 13672, 1829, 4724, 16254, 1975, 46456, 5172, 3615, 11296, 12399, 6156, 11242, 1211, 35186, 5551, 14851, 45636, 3660, 16712, 9566, 2407, 13546, 16070, 2655, 5016, 3794, 9957, 9673, 9381, 19528, 12399, 24525, 2304, 4117, 22807, 11933, 3794, 37440, 12399, 16712, 5016, 3794, 9957, 9673, 9381, 19528, 11778, 3224, 11933, 1829, 8592, 44945, 38251, 1829, 3224, 11933, 3794, 37440, 22807, 3714, 11242, 3555, 9566, 12399, 6225, 9640, 5172, 18871, 3714, 9957, 22807, 3714, 11242, 3555, 9566, 12399, 11933, 1829, 8592, 44945, 38251, 1829, 3224, 22807], "avg_logprob": -0.303479371611605, "compression_ratio": 2.3540856031128405, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 1268.61, "end": 1269.03, "word": "ومن", "probability": 0.7115478515625}, {"start": 1269.03, "end": 1269.21, "word": " ضمن", "probability": 0.6580810546875}, {"start": 1269.21, "end": 1269.89, "word": " التخطيط", "probability": 0.93193359375}, {"start": 1269.89, "end": 1270.39, "word": " التخطيط", "probability": 0.861376953125}, {"start": 1270.39, "end": 1270.97, "word": " الاستراتيجي", "probability": 0.8473772321428571}, {"start": 1270.97, "end": 1271.23, "word": " احنا", "probability": 0.85888671875}, {"start": 1271.23, "end": 1271.35, "word": " اللي", "probability": 0.679443359375}, {"start": 1271.35, "end": 1271.47, "word": " هعرف", "probability": 0.5869954427083334}, {"start": 1271.47, "end": 1271.77, "word": " التخطيط", "probability": 0.834912109375}, {"start": 1271.77, "end": 1272.17, "word": " اخدناها", "probability": 0.761279296875}, {"start": 1272.17, "end": 1272.31, "word": " قبل", "probability": 0.917724609375}, {"start": 1272.31, "end": 1272.63, "word": " كده", "probability": 0.9757486979166666}, {"start": 1272.63, "end": 1273.45, "word": " احنا", "probability": 0.8680013020833334}, {"start": 1273.45, "end": 1273.61, "word": " هنا", "probability": 0.96337890625}, {"start": 1273.61, "end": 1273.91, "word": " بنحكي", "probability": 0.882080078125}, {"start": 1273.91, "end": 1274.07, "word": " عن", "probability": 0.99072265625}, {"start": 1274.07, "end": 1274.53, "word": " إدارة", "probability": 0.672698974609375}, {"start": 1274.53, "end": 1275.17, "word": " استراتيجية", "probability": 0.9899088541666666}, {"start": 1275.17, "end": 1275.37, "word": " كده", "probability": 0.96484375}, {"start": 1275.37, "end": 1275.55, "word": " أنا", "probability": 0.1690673828125}, {"start": 1275.55, "end": 1275.71, "word": " عند", "probability": 0.44873046875}, {"start": 1275.71, "end": 1276.11, "word": " استراتيجية", "probability": 0.8939208984375}, {"start": 1276.11, "end": 1276.25, "word": " كده", "probability": 0.76953125}, {"start": 1276.25, "end": 1276.49, "word": " بدي", "probability": 0.5244140625}, {"start": 1276.49, "end": 1277.33, "word": " أديرها", "probability": 0.806640625}, {"start": 1277.33, "end": 1277.79, "word": " فيرد", "probability": 0.5174560546875}, {"start": 1277.79, "end": 1278.01, "word": " تاخد", "probability": 0.7262369791666666}, {"start": 1278.01, "end": 1278.17, "word": " بقى", "probability": 0.72265625}, {"start": 1278.17, "end": 1278.35, "word": " يبقى", "probability": 0.72454833984375}, {"start": 1278.35, "end": 1279.01, "word": " تمزجيش", "probability": 0.8359375}, {"start": 1279.01, "end": 1279.19, "word": " بين", "probability": 0.9208984375}, {"start": 1279.19, "end": 1279.79, "word": " المصطلحين", "probability": 0.9832356770833334}, {"start": 1279.79, "end": 1279.89, "word": " اللي", "probability": 0.980712890625}, {"start": 1279.89, "end": 1280.13, "word": " بدي", "probability": 0.284423828125}, {"start": 1280.13, "end": 1281.23, "word": " اختفعها،", "probability": 0.7120361328125}, {"start": 1281.23, "end": 1281.53, "word": " فضل", "probability": 0.7872721354166666}, {"start": 1281.53, "end": 1281.61, "word": " يا", "probability": 0.88623046875}, {"start": 1281.61, "end": 1282.65, "word": " أستاذة", "probability": 0.9078369140625}, {"start": 1282.65, "end": 1283.33, "word": " التطوير", "probability": 0.8868408203125}, {"start": 1283.33, "end": 1283.91, "word": " والتحسين", "probability": 0.89560546875}, {"start": 1283.91, "end": 1285.13, "word": " المصلم،", "probability": 0.523223876953125}, {"start": 1285.13, "end": 1286.05, "word": " اسمك؟", "probability": 0.8475341796875}, {"start": 1286.05, "end": 1286.65, "word": " إسلام،", "probability": 0.60223388671875}, {"start": 1286.65, "end": 1287.89, "word": " التحسين", "probability": 0.8778076171875}, {"start": 1287.89, "end": 1288.15, "word": " المصلم", "probability": 0.9169921875}, {"start": 1288.15, "end": 1288.31, "word": " ده", "probability": 0.6446533203125}, {"start": 1288.31, "end": 1288.37, "word": " إيش", "probability": 0.7652994791666666}, {"start": 1288.37, "end": 1288.77, "word": " بنسميه", "probability": 0.895751953125}, {"start": 1288.77, "end": 1289.23, "word": " إسلام؟", "probability": 0.86328125}, {"start": 1289.23, "end": 1289.93, "word": " مضبط،", "probability": 0.4186279296875}, {"start": 1289.93, "end": 1290.09, "word": " عارف", "probability": 0.5167236328125}, {"start": 1290.09, "end": 1290.33, "word": " عن", "probability": 0.3564453125}, {"start": 1290.33, "end": 1290.95, "word": " مين؟", "probability": 0.7071940104166666}, {"start": 1290.95, "end": 1291.39, "word": " مضبط،", "probability": 0.9326171875}, {"start": 1291.39, "end": 1291.53, "word": " إيش", "probability": 0.8223470052083334}, {"start": 1291.53, "end": 1292.13, "word": " بنسميه؟", "probability": 0.95849609375}], "temperature": 1.0}, {"id": 51, "seek": 131360, "start": 1293.28, "end": 1313.6, "text": "بنسميه قطر ال quality management اللي هو إيجارة جودة الشعب، نحسيه من المجتمع اللي هو إيجارة جودة الشعب، ده أساس له ماشي طبيعي، المنظمات اللي هتعلمها، اللي هتكون قطر ال management .. قطر ال quality management هلأ، أنت عارف اللي موضوعنا؟", "tokens": [3555, 1863, 38251, 1829, 3224, 12174, 9566, 2288, 2423, 3125, 4592, 13672, 1829, 31439, 11933, 1829, 7435, 9640, 3660, 10874, 23328, 3660, 25124, 3615, 3555, 12399, 8717, 5016, 3794, 1829, 3224, 9154, 9673, 7435, 39237, 3615, 13672, 1829, 31439, 11933, 1829, 7435, 9640, 3660, 10874, 23328, 3660, 25124, 3615, 3555, 12399, 11778, 3224, 5551, 3794, 32277, 46740, 3714, 33599, 1829, 23032, 21292, 3615, 1829, 12399, 9673, 1863, 19913, 2304, 9307, 13672, 1829, 8032, 2655, 3615, 19528, 11296, 12399, 13672, 1829, 8032, 2655, 30544, 12174, 9566, 2288, 2423, 4592, 4386, 12174, 9566, 2288, 2423, 3125, 4592, 8032, 1211, 10721, 12399, 14739, 2655, 6225, 9640, 5172, 13672, 1829, 3714, 2407, 11242, 45367, 8315, 22807], "avg_logprob": -0.35453538979049276, "compression_ratio": 1.9393939393939394, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 1293.28, "end": 1293.82, "word": "بنسميه", "probability": 0.9384765625}, {"start": 1293.82, "end": 1294.04, "word": " قطر", "probability": 0.4427897135416667}, {"start": 1294.04, "end": 1294.14, "word": " ال", "probability": 0.77587890625}, {"start": 1294.14, "end": 1294.28, "word": " quality", "probability": 0.8369140625}, {"start": 1294.28, "end": 1294.72, "word": " management", "probability": 0.880859375}, {"start": 1294.72, "end": 1294.92, "word": " اللي", "probability": 0.900146484375}, {"start": 1294.92, "end": 1295.02, "word": " هو", "probability": 0.98193359375}, {"start": 1295.02, "end": 1295.36, "word": " إيجارة", "probability": 0.72646484375}, {"start": 1295.36, "end": 1295.66, "word": " جودة", "probability": 0.8727213541666666}, {"start": 1295.66, "end": 1296.34, "word": " الشعب،", "probability": 0.749267578125}, {"start": 1296.34, "end": 1296.64, "word": " نحسيه", "probability": 0.7998046875}, {"start": 1296.64, "end": 1296.72, "word": " من", "probability": 0.424072265625}, {"start": 1296.72, "end": 1297.22, "word": " المجتمع", "probability": 0.885498046875}, {"start": 1297.22, "end": 1297.4, "word": " اللي", "probability": 0.9609375}, {"start": 1297.4, "end": 1297.54, "word": " هو", "probability": 0.99169921875}, {"start": 1297.54, "end": 1297.94, "word": " إيجارة", "probability": 0.97607421875}, {"start": 1297.94, "end": 1298.26, "word": " جودة", "probability": 0.9777018229166666}, {"start": 1298.26, "end": 1298.78, "word": " الشعب،", "probability": 0.8392333984375}, {"start": 1298.78, "end": 1298.98, "word": " ده", "probability": 0.747802734375}, {"start": 1298.98, "end": 1299.3, "word": " أساس", "probability": 0.9510091145833334}, {"start": 1299.3, "end": 1299.54, "word": " له", "probability": 0.1610107421875}, {"start": 1299.54, "end": 1302.7, "word": " ماشي", "probability": 0.4877115885416667}, {"start": 1302.7, "end": 1303.16, "word": " طبيعي،", "probability": 0.749609375}, {"start": 1303.16, "end": 1303.7, "word": " المنظمات", "probability": 0.7877685546875}, {"start": 1303.7, "end": 1303.86, "word": " اللي", "probability": 0.955322265625}, {"start": 1303.86, "end": 1304.6, "word": " هتعلمها،", "probability": 0.8190511067708334}, {"start": 1304.6, "end": 1304.72, "word": " اللي", "probability": 0.59906005859375}, {"start": 1304.72, "end": 1304.88, "word": " هتكون", "probability": 0.7154134114583334}, {"start": 1304.88, "end": 1305.32, "word": " قطر", "probability": 0.83056640625}, {"start": 1305.32, "end": 1305.4, "word": " ال", "probability": 0.8525390625}, {"start": 1305.4, "end": 1305.66, "word": " management", "probability": 0.480712890625}, {"start": 1305.66, "end": 1306.38, "word": " ..", "probability": 0.48388671875}, {"start": 1306.38, "end": 1307.08, "word": " قطر", "probability": 0.96923828125}, {"start": 1307.08, "end": 1307.16, "word": " ال", "probability": 0.97802734375}, {"start": 1307.16, "end": 1307.32, "word": " quality", "probability": 0.9423828125}, {"start": 1307.32, "end": 1307.88, "word": " management", "probability": 0.85986328125}, {"start": 1307.88, "end": 1309.06, "word": " هلأ،", "probability": 0.434844970703125}, {"start": 1309.06, "end": 1309.64, "word": " أنت", "probability": 0.50921630859375}, {"start": 1309.64, "end": 1310.54, "word": " عارف", "probability": 0.6978352864583334}, {"start": 1310.54, "end": 1311.04, "word": " اللي", "probability": 0.57208251953125}, {"start": 1311.04, "end": 1313.6, "word": " موضوعنا؟", "probability": 0.6800944010416666}], "temperature": 1.0}, {"id": 52, "seek": 135254, "start": 1326.9, "end": 1352.54, "text": "ساميرا موضوع الرؤية وحكيها للأحلام نور بتاعتي نظرة شاملة عن وين هي قصة بالمؤسسة أو النظام اللي أعمل بعد كده؟ ممتاز، إذا ساميرا حكت عن النظام، يتكون واضحة زي ما تكون ال interaction ضيقة النور، تكون مش عارفة إيش فيه أمامك، ماشي، طبعا هي نظرة شاملة اللي أهداف المؤسسة وممتاز، أفضل", "tokens": [3794, 10943, 13546, 995, 3714, 2407, 11242, 45367, 34892, 33604, 10632, 4032, 5016, 4117, 1829, 11296, 24976, 10721, 5016, 37440, 8717, 13063, 39894, 995, 34268, 1829, 8717, 19913, 25720, 13412, 10943, 37977, 18871, 4032, 9957, 39896, 12174, 9381, 3660, 20666, 2304, 33604, 3794, 3794, 3660, 34051, 2423, 1863, 19913, 10943, 13672, 1829, 5551, 25957, 1211, 39182, 9122, 3215, 3224, 22807, 3714, 2304, 2655, 31377, 12399, 11933, 15730, 8608, 10943, 13546, 995, 11331, 4117, 2655, 18871, 28239, 19913, 10943, 12399, 7251, 2655, 30544, 4032, 46958, 5016, 3660, 30767, 1829, 19446, 6055, 30544, 2423, 9285, 48812, 1829, 28671, 28239, 13063, 12399, 6055, 30544, 37893, 6225, 9640, 5172, 3660, 11933, 1829, 8592, 8978, 3224, 5551, 2304, 10943, 4117, 12399, 3714, 33599, 1829, 12399, 23032, 3555, 3615, 995, 39896, 8717, 19913, 25720, 13412, 10943, 37977, 13672, 1829, 5551, 3224, 28259, 5172, 9673, 33604, 3794, 3794, 3660, 4032, 2304, 2304, 2655, 31377, 12399, 5551, 5172, 11242, 1211], "avg_logprob": -0.3664215623942855, "compression_ratio": 1.860377358490566, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1326.8999999999999, "end": 1327.54, "word": "ساميرا", "probability": 0.6884765625}, {"start": 1327.54, "end": 1328.18, "word": " موضوع", "probability": 0.65606689453125}, {"start": 1328.18, "end": 1328.72, "word": " الرؤية", "probability": 0.71533203125}, {"start": 1328.72, "end": 1329.76, "word": " وحكيها", "probability": 0.4326171875}, {"start": 1329.76, "end": 1330.28, "word": " للأحلام", "probability": 0.46636962890625}, {"start": 1330.28, "end": 1334.4, "word": " نور", "probability": 0.7802734375}, {"start": 1334.4, "end": 1335.44, "word": " بتاعتي", "probability": 0.4496917724609375}, {"start": 1335.44, "end": 1335.74, "word": " نظرة", "probability": 0.8170572916666666}, {"start": 1335.74, "end": 1336.3, "word": " شاملة", "probability": 0.8792317708333334}, {"start": 1336.3, "end": 1336.74, "word": " عن", "probability": 0.9873046875}, {"start": 1336.74, "end": 1337.44, "word": " وين", "probability": 0.78076171875}, {"start": 1337.44, "end": 1337.52, "word": " هي", "probability": 0.468017578125}, {"start": 1337.52, "end": 1337.82, "word": " قصة", "probability": 0.8683268229166666}, {"start": 1337.82, "end": 1338.64, "word": " بالمؤسسة", "probability": 0.9131673177083334}, {"start": 1338.64, "end": 1338.76, "word": " أو", "probability": 0.52587890625}, {"start": 1338.76, "end": 1339.08, "word": " النظام", "probability": 0.6885986328125}, {"start": 1339.08, "end": 1339.36, "word": " اللي", "probability": 0.93798828125}, {"start": 1339.36, "end": 1339.76, "word": " أعمل", "probability": 0.6449788411458334}, {"start": 1339.76, "end": 1340.04, "word": " بعد", "probability": 0.433837890625}, {"start": 1340.04, "end": 1340.7, "word": " كده؟", "probability": 0.5367431640625}, {"start": 1340.7, "end": 1341.66, "word": " ممتاز،", "probability": 0.860791015625}, {"start": 1341.66, "end": 1341.88, "word": " إذا", "probability": 0.5445556640625}, {"start": 1341.88, "end": 1342.26, "word": " ساميرا", "probability": 0.84814453125}, {"start": 1342.26, "end": 1342.54, "word": " حكت", "probability": 0.7889811197916666}, {"start": 1342.54, "end": 1342.64, "word": " عن", "probability": 0.84912109375}, {"start": 1342.64, "end": 1343.12, "word": " النظام،", "probability": 0.81463623046875}, {"start": 1343.12, "end": 1343.36, "word": " يتكون", "probability": 0.8095703125}, {"start": 1343.36, "end": 1343.68, "word": " واضحة", "probability": 0.9239501953125}, {"start": 1343.68, "end": 1343.76, "word": " زي", "probability": 0.836669921875}, {"start": 1343.76, "end": 1343.84, "word": " ما", "probability": 0.81103515625}, {"start": 1343.84, "end": 1344.08, "word": " تكون", "probability": 0.8056640625}, {"start": 1344.08, "end": 1344.16, "word": " ال", "probability": 0.53857421875}, {"start": 1344.16, "end": 1344.6, "word": " interaction", "probability": 0.2091064453125}, {"start": 1344.6, "end": 1344.98, "word": " ضيقة", "probability": 0.5729166666666666}, {"start": 1344.98, "end": 1346.24, "word": " النور،", "probability": 0.7561848958333334}, {"start": 1346.24, "end": 1346.5, "word": " تكون", "probability": 0.70166015625}, {"start": 1346.5, "end": 1346.64, "word": " مش", "probability": 0.642578125}, {"start": 1346.64, "end": 1346.92, "word": " عارفة", "probability": 0.8453369140625}, {"start": 1346.92, "end": 1347.04, "word": " إيش", "probability": 0.7936197916666666}, {"start": 1347.04, "end": 1347.18, "word": " فيه", "probability": 0.841552734375}, {"start": 1347.18, "end": 1348.64, "word": " أمامك،", "probability": 0.8451171875}, {"start": 1348.64, "end": 1349.68, "word": " ماشي،", "probability": 0.7884521484375}, {"start": 1349.68, "end": 1350.1, "word": " طبعا", "probability": 0.986328125}, {"start": 1350.1, "end": 1350.24, "word": " هي", "probability": 0.708984375}, {"start": 1350.24, "end": 1350.54, "word": " نظرة", "probability": 0.9749348958333334}, {"start": 1350.54, "end": 1350.86, "word": " شاملة", "probability": 0.9283854166666666}, {"start": 1350.86, "end": 1351.0, "word": " اللي", "probability": 0.942626953125}, {"start": 1351.0, "end": 1351.3, "word": " أهداف", "probability": 0.63299560546875}, {"start": 1351.3, "end": 1351.8, "word": " المؤسسة", "probability": 0.99189453125}, {"start": 1351.8, "end": 1352.28, "word": " وممتاز،", "probability": 0.7799886067708334}, {"start": 1352.28, "end": 1352.54, "word": " أفضل", "probability": 0.64886474609375}], "temperature": 1.0}, {"id": 53, "seek": 138214, "start": 1354.1, "end": 1382.14, "text": "خلّينا نحكيهم مع بعض إدارة الإسلام حكت إدارة الجودة طبعا الإدارة الاستراتيجية أنا من خلالها بيكون في عندي أنواع للإدارات مثلا أنا بدي استراتيجية لاكتساح السوق أو اختراق السوق اختراق السوق ما بيجي من فراغ لازم انا يا إما أشتغل على الجودة يا إما أشتغل على التكلفة انه أنا الستراتيجية تختراق السوق هي أفضل استراتيجية التسويقية المستخدمة في مجال التسويق", "tokens": [9778, 1211, 11703, 9957, 995, 8717, 5016, 4117, 1829, 16095, 20449, 45030, 11242, 11933, 3215, 9640, 3660, 33688, 3794, 37440, 11331, 4117, 2655, 11933, 3215, 9640, 3660, 25724, 23328, 3660, 23032, 3555, 3615, 995, 33688, 3215, 9640, 3660, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 41850, 9154, 16490, 1211, 6027, 11296, 4724, 1829, 30544, 8978, 18871, 16254, 14739, 14407, 3615, 24976, 28814, 3215, 9640, 9307, 50113, 15040, 41850, 4724, 16254, 44713, 2288, 9307, 1829, 7435, 10632, 20193, 4117, 2655, 3794, 39319, 21136, 30543, 34051, 1975, 46456, 23557, 4587, 21136, 30543, 1975, 46456, 23557, 4587, 21136, 30543, 19446, 4724, 1829, 7435, 1829, 9154, 6156, 2288, 5718, 118, 5296, 31377, 2304, 1975, 8315, 35186, 11933, 15042, 5551, 8592, 2655, 17082, 1211, 15844, 25724, 23328, 3660, 35186, 11933, 15042, 5551, 8592, 2655, 17082, 1211, 15844, 16712, 28820, 5172, 3660, 16472, 3224, 41850, 2423, 14851, 2288, 9307, 1829, 7435, 10632, 6055, 46456, 23557, 4587, 21136, 30543, 39896, 5551, 5172, 11242, 1211, 44713, 2288, 9307, 1829, 7435, 10632, 16712, 3794, 45865, 4587, 10632, 9673, 14851, 9778, 40448, 3660, 8978, 3714, 7435, 6027, 16712, 3794, 45865, 4587], "avg_logprob": -0.1549622280584587, "compression_ratio": 2.4767441860465116, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1354.1, "end": 1354.82, "word": "خلّينا", "probability": 0.85478515625}, {"start": 1354.82, "end": 1355.5, "word": " نحكيهم", "probability": 0.88486328125}, {"start": 1355.5, "end": 1355.64, "word": " مع", "probability": 0.9794921875}, {"start": 1355.64, "end": 1355.88, "word": " بعض", "probability": 0.99072265625}, {"start": 1355.88, "end": 1356.24, "word": " إدارة", "probability": 0.918212890625}, {"start": 1356.24, "end": 1356.54, "word": " الإسلام", "probability": 0.818359375}, {"start": 1356.54, "end": 1356.84, "word": " حكت", "probability": 0.7861328125}, {"start": 1356.84, "end": 1357.24, "word": " إدارة", "probability": 0.9864501953125}, {"start": 1357.24, "end": 1357.84, "word": " الجودة", "probability": 0.9794921875}, {"start": 1357.84, "end": 1358.56, "word": " طبعا", "probability": 0.8599853515625}, {"start": 1358.56, "end": 1358.98, "word": " الإدارة", "probability": 0.873046875}, {"start": 1358.98, "end": 1361.16, "word": " الاستراتيجية", "probability": 0.8790806361607143}, {"start": 1361.16, "end": 1361.38, "word": " أنا", "probability": 0.734375}, {"start": 1361.38, "end": 1361.54, "word": " من", "probability": 0.9970703125}, {"start": 1361.54, "end": 1362.1, "word": " خلالها", "probability": 0.9952392578125}, {"start": 1362.1, "end": 1362.52, "word": " بيكون", "probability": 0.8097330729166666}, {"start": 1362.52, "end": 1362.68, "word": " في", "probability": 0.71533203125}, {"start": 1362.68, "end": 1362.94, "word": " عندي", "probability": 0.9482421875}, {"start": 1362.94, "end": 1363.2, "word": " أنواع", "probability": 0.9541015625}, {"start": 1363.2, "end": 1363.68, "word": " للإدارات", "probability": 0.91162109375}, {"start": 1363.68, "end": 1363.98, "word": " مثلا", "probability": 0.94921875}, {"start": 1363.98, "end": 1364.18, "word": " أنا", "probability": 0.76123046875}, {"start": 1364.18, "end": 1364.6, "word": " بدي", "probability": 0.838623046875}, {"start": 1364.6, "end": 1365.56, "word": " استراتيجية", "probability": 0.968994140625}, {"start": 1365.56, "end": 1366.22, "word": " لاكتساح", "probability": 0.824609375}, {"start": 1366.22, "end": 1366.62, "word": " السوق", "probability": 0.9443359375}, {"start": 1366.62, "end": 1366.78, "word": " أو", "probability": 0.8212890625}, {"start": 1366.78, "end": 1367.18, "word": " اختراق", "probability": 0.93994140625}, {"start": 1367.18, "end": 1367.58, "word": " السوق", "probability": 0.982666015625}, {"start": 1367.58, "end": 1368.72, "word": " اختراق", "probability": 0.898681640625}, {"start": 1368.72, "end": 1369.08, "word": " السوق", "probability": 0.9892578125}, {"start": 1369.08, "end": 1369.28, "word": " ما", "probability": 0.89697265625}, {"start": 1369.28, "end": 1369.56, "word": " بيجي", "probability": 0.8868408203125}, {"start": 1369.56, "end": 1369.68, "word": " من", "probability": 0.89111328125}, {"start": 1369.68, "end": 1370.02, "word": " فراغ", "probability": 0.9725341796875}, {"start": 1370.02, "end": 1370.38, "word": " لازم", "probability": 0.9811197916666666}, {"start": 1370.38, "end": 1370.62, "word": " انا", "probability": 0.6541748046875}, {"start": 1370.62, "end": 1370.74, "word": " يا", "probability": 0.80419921875}, {"start": 1370.74, "end": 1371.02, "word": " إما", "probability": 0.7261962890625}, {"start": 1371.02, "end": 1371.5, "word": " أشتغل", "probability": 0.96396484375}, {"start": 1371.5, "end": 1371.68, "word": " على", "probability": 0.9453125}, {"start": 1371.68, "end": 1372.24, "word": " الجودة", "probability": 0.98828125}, {"start": 1372.24, "end": 1372.62, "word": " يا", "probability": 0.86083984375}, {"start": 1372.62, "end": 1372.76, "word": " إما", "probability": 0.985595703125}, {"start": 1372.76, "end": 1373.3, "word": " أشتغل", "probability": 0.98232421875}, {"start": 1373.3, "end": 1373.56, "word": " على", "probability": 0.962890625}, {"start": 1373.56, "end": 1374.58, "word": " التكلفة", "probability": 0.98974609375}, {"start": 1374.58, "end": 1374.84, "word": " انه", "probability": 0.55889892578125}, {"start": 1374.84, "end": 1375.18, "word": " أنا", "probability": 0.58984375}, {"start": 1375.18, "end": 1376.72, "word": " الستراتيجية", "probability": 0.7315412248883929}, {"start": 1376.72, "end": 1377.22, "word": " تختراق", "probability": 0.78631591796875}, {"start": 1377.22, "end": 1377.6, "word": " السوق", "probability": 0.98779296875}, {"start": 1377.6, "end": 1377.74, "word": " هي", "probability": 0.190673828125}, {"start": 1377.74, "end": 1377.96, "word": " أفضل", "probability": 0.84014892578125}, {"start": 1377.96, "end": 1378.54, "word": " استراتيجية", "probability": 0.9899088541666666}, {"start": 1378.54, "end": 1379.82, "word": " التسويقية", "probability": 0.880322265625}, {"start": 1379.82, "end": 1381.12, "word": " المستخدمة", "probability": 0.853125}, {"start": 1381.12, "end": 1381.24, "word": " في", "probability": 0.96142578125}, {"start": 1381.24, "end": 1381.52, "word": " مجال", "probability": 0.9664713541666666}, {"start": 1381.52, "end": 1382.14, "word": " التسويق", "probability": 0.899169921875}], "temperature": 1.0}, {"id": 54, "seek": 140650, "start": 1382.68, "end": 1406.5, "text": "ماشي، في علاقة بالسعر، ايش معناه اختراق السوق؟ شرحناها قبل هيكالي اختراق السوق .. انت بتدخل السوق، لكن الأسعار بتكون أقل من السعر المنافسي ماشي، بس لفترة زمنية معينة، بعدين .. بس يبقى السعر بنفس السعر المنافسي، يعني بس سعر فاق الناس ممكن اعوضه للجودة التالف، ممكن عشان انا انخص الأسعار، الجودة سيئة", "tokens": [2304, 33599, 1829, 12399, 8978, 11203, 995, 28671, 20666, 3794, 3615, 2288, 12399, 1975, 1829, 8592, 20449, 8315, 3224, 1975, 46456, 23557, 4587, 21136, 30543, 22807, 13412, 2288, 5016, 8315, 11296, 12174, 36150, 39896, 4117, 6027, 1829, 1975, 46456, 23557, 4587, 21136, 30543, 4386, 16472, 2655, 39894, 3215, 9778, 1211, 21136, 30543, 12399, 44381, 16247, 3794, 3615, 9640, 39894, 30544, 5551, 4587, 1211, 9154, 21136, 3615, 2288, 9673, 8315, 36178, 1829, 3714, 33599, 1829, 12399, 4724, 3794, 5296, 5172, 2655, 25720, 30767, 27842, 10632, 20449, 9957, 3660, 12399, 39182, 9957, 4386, 4724, 3794, 7251, 3555, 4587, 7578, 21136, 3615, 2288, 44945, 36178, 21136, 3615, 2288, 9673, 8315, 36178, 1829, 12399, 37495, 22653, 4724, 3794, 8608, 3615, 2288, 6156, 995, 4587, 2423, 8315, 3794, 3714, 43020, 1975, 3615, 2407, 11242, 3224, 24976, 7435, 23328, 3660, 16712, 6027, 5172, 12399, 3714, 43020, 6225, 8592, 7649, 1975, 8315, 1975, 1863, 9778, 9381, 16247, 3794, 3615, 9640, 12399, 25724, 23328, 3660, 8608, 1829, 19986, 3660], "avg_logprob": -0.2951388756434123, "compression_ratio": 2.1176470588235294, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1382.68, "end": 1383.58, "word": "ماشي،", "probability": 0.759735107421875}, {"start": 1383.58, "end": 1383.94, "word": " في", "probability": 0.128662109375}, {"start": 1383.94, "end": 1384.38, "word": " علاقة", "probability": 0.97216796875}, {"start": 1384.38, "end": 1385.26, "word": " بالسعر،", "probability": 0.89892578125}, {"start": 1385.26, "end": 1385.5, "word": " ايش", "probability": 0.68603515625}, {"start": 1385.5, "end": 1385.72, "word": " معناه", "probability": 0.7810872395833334}, {"start": 1385.72, "end": 1386.06, "word": " اختراق", "probability": 0.914306640625}, {"start": 1386.06, "end": 1386.52, "word": " السوق؟", "probability": 0.8040364583333334}, {"start": 1386.52, "end": 1386.98, "word": " شرحناها", "probability": 0.833203125}, {"start": 1386.98, "end": 1387.12, "word": " قبل", "probability": 0.85498046875}, {"start": 1387.12, "end": 1387.8, "word": " هيكالي", "probability": 0.611053466796875}, {"start": 1387.8, "end": 1389.44, "word": " اختراق", "probability": 0.77532958984375}, {"start": 1389.44, "end": 1389.58, "word": " السوق", "probability": 0.943603515625}, {"start": 1389.58, "end": 1389.58, "word": " ..", "probability": 0.299072265625}, {"start": 1389.58, "end": 1389.78, "word": " انت", "probability": 0.4356689453125}, {"start": 1389.78, "end": 1390.16, "word": " بتدخل", "probability": 0.9307861328125}, {"start": 1390.16, "end": 1391.16, "word": " السوق،", "probability": 0.8046061197916666}, {"start": 1391.16, "end": 1391.58, "word": " لكن", "probability": 0.98046875}, {"start": 1391.58, "end": 1392.34, "word": " الأسعار", "probability": 0.87017822265625}, {"start": 1392.34, "end": 1392.72, "word": " بتكون", "probability": 0.897705078125}, {"start": 1392.72, "end": 1393.02, "word": " أقل", "probability": 0.9314778645833334}, {"start": 1393.02, "end": 1393.12, "word": " من", "probability": 0.994140625}, {"start": 1393.12, "end": 1393.36, "word": " السعر", "probability": 0.8743489583333334}, {"start": 1393.36, "end": 1393.96, "word": " المنافسي", "probability": 0.9305419921875}, {"start": 1393.96, "end": 1395.6, "word": " ماشي،", "probability": 0.74078369140625}, {"start": 1395.6, "end": 1395.76, "word": " بس", "probability": 0.978759765625}, {"start": 1395.76, "end": 1396.08, "word": " لفترة", "probability": 0.9022216796875}, {"start": 1396.08, "end": 1396.38, "word": " زمنية", "probability": 0.7661946614583334}, {"start": 1396.38, "end": 1396.94, "word": " معينة،", "probability": 0.943359375}, {"start": 1396.94, "end": 1397.42, "word": " بعدين", "probability": 0.79345703125}, {"start": 1397.42, "end": 1397.54, "word": " ..", "probability": 0.22607421875}, {"start": 1397.54, "end": 1398.76, "word": " بس", "probability": 0.813720703125}, {"start": 1398.76, "end": 1398.88, "word": " يبقى", "probability": 0.584381103515625}, {"start": 1398.88, "end": 1399.02, "word": " السعر", "probability": 0.8074544270833334}, {"start": 1399.02, "end": 1399.3, "word": " بنفس", "probability": 0.926513671875}, {"start": 1399.3, "end": 1399.44, "word": " السعر", "probability": 0.5995279947916666}, {"start": 1399.44, "end": 1400.16, "word": " المنافسي،", "probability": 0.93046875}, {"start": 1400.16, "end": 1400.3, "word": " يعني", "probability": 0.932373046875}, {"start": 1400.3, "end": 1400.48, "word": " بس", "probability": 0.908935546875}, {"start": 1400.48, "end": 1400.6, "word": " سعر", "probability": 0.8318684895833334}, {"start": 1400.6, "end": 1400.84, "word": " فاق", "probability": 0.67236328125}, {"start": 1400.84, "end": 1401.62, "word": " الناس", "probability": 0.8792317708333334}, {"start": 1401.62, "end": 1402.84, "word": " ممكن", "probability": 0.4271240234375}, {"start": 1402.84, "end": 1403.48, "word": " اعوضه", "probability": 0.61455078125}, {"start": 1403.48, "end": 1403.8, "word": " للجودة", "probability": 0.81329345703125}, {"start": 1403.8, "end": 1404.16, "word": " التالف،", "probability": 0.6903076171875}, {"start": 1404.16, "end": 1404.34, "word": " ممكن", "probability": 0.777587890625}, {"start": 1404.34, "end": 1404.6, "word": " عشان", "probability": 0.82080078125}, {"start": 1404.6, "end": 1404.76, "word": " انا", "probability": 0.7333984375}, {"start": 1404.76, "end": 1405.14, "word": " انخص", "probability": 0.71209716796875}, {"start": 1405.14, "end": 1405.64, "word": " الأسعار،", "probability": 0.86201171875}, {"start": 1405.64, "end": 1406.0, "word": " الجودة", "probability": 0.9090169270833334}, {"start": 1406.0, "end": 1406.5, "word": " سيئة", "probability": 0.981201171875}], "temperature": 1.0}, {"id": 55, "seek": 142195, "start": 1409.93, "end": 1421.95, "text": "القدرة على التعامل مع المتغيرات البيئية يعني أنا كمنظمة لازم أخد بعين اعتبار حكينا المنافسين الأوضاع السياسية كمان وطبيعة البيئية للمنطقة", "tokens": [6027, 28543, 25720, 15844, 16712, 3615, 10943, 1211, 20449, 9673, 2655, 17082, 13546, 9307, 2423, 21292, 19986, 10632, 37495, 22653, 41850, 9122, 27842, 19913, 46007, 5296, 31377, 2304, 5551, 9778, 3215, 45030, 9957, 1975, 34268, 3555, 9640, 11331, 4117, 1829, 8315, 9673, 8315, 36178, 9957, 16247, 2407, 11242, 45761, 21136, 25528, 3794, 10632, 9122, 2304, 7649, 4032, 9566, 21292, 27884, 2423, 21292, 19986, 10632, 5296, 19528, 1863, 9566, 28671], "avg_logprob": -0.1536830376301493, "compression_ratio": 1.6710526315789473, "no_speech_prob": 2.682209014892578e-06, "words": [{"start": 1409.93, "end": 1410.93, "word": "القدرة", "probability": 0.5165201822916666}, {"start": 1410.93, "end": 1411.07, "word": " على", "probability": 0.6279296875}, {"start": 1411.07, "end": 1411.47, "word": " التعامل", "probability": 0.9913330078125}, {"start": 1411.47, "end": 1411.57, "word": " مع", "probability": 0.97802734375}, {"start": 1411.57, "end": 1412.29, "word": " المتغيرات", "probability": 0.98955078125}, {"start": 1412.29, "end": 1412.97, "word": " البيئية", "probability": 0.9603271484375}, {"start": 1412.97, "end": 1413.47, "word": " يعني", "probability": 0.7049560546875}, {"start": 1413.47, "end": 1413.71, "word": " أنا", "probability": 0.68896484375}, {"start": 1413.71, "end": 1414.73, "word": " كمنظمة", "probability": 0.988037109375}, {"start": 1414.73, "end": 1415.15, "word": " لازم", "probability": 0.9910481770833334}, {"start": 1415.15, "end": 1415.45, "word": " أخد", "probability": 0.806640625}, {"start": 1415.45, "end": 1415.67, "word": " بعين", "probability": 0.6893310546875}, {"start": 1415.67, "end": 1416.07, "word": " اعتبار", "probability": 0.814453125}, {"start": 1416.07, "end": 1416.43, "word": " حكينا", "probability": 0.804443359375}, {"start": 1416.43, "end": 1417.29, "word": " المنافسين", "probability": 0.993896484375}, {"start": 1417.29, "end": 1417.83, "word": " الأوضاع", "probability": 0.8870849609375}, {"start": 1417.83, "end": 1418.45, "word": " السياسية", "probability": 0.9595947265625}, {"start": 1418.45, "end": 1418.87, "word": " كمان", "probability": 0.9806315104166666}, {"start": 1418.87, "end": 1419.95, "word": " وطبيعة", "probability": 0.822998046875}, {"start": 1419.95, "end": 1420.87, "word": " البيئية", "probability": 0.970703125}, {"start": 1420.87, "end": 1421.95, "word": " للمنطقة", "probability": 0.94775390625}], "temperature": 1.0}, {"id": 56, "seek": 145374, "start": 1424.62, "end": 1453.74, "text": "ساميرة حكت نقطة مهمة اللي هي وضوح الرؤية وهلأ هنشوف إنه الإدارة الاستراتيجية بأساسها بتعتمد على الرسالة والرؤية والأهداف الرؤية هي مكوناتها مين يحكيلي شو يعني رؤية؟ رؤية المشتركة أن يكون لدى جميع العاملين ومنظماء نفس الأفكار حول موضوع معين ماشي إسلام زميلتي كهيمة ما ساتعنى ظهور مشتركة ساتعنى رؤية مشتركة", "tokens": [3794, 10943, 13546, 3660, 11331, 4117, 2655, 8717, 47432, 3660, 3714, 16095, 3660, 13672, 1829, 39896, 4032, 11242, 2407, 5016, 34892, 33604, 10632, 4032, 3224, 1211, 10721, 8032, 1863, 8592, 38688, 36145, 3224, 33688, 3215, 9640, 3660, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 4724, 10721, 3794, 32277, 11296, 39894, 34268, 2304, 3215, 15844, 34892, 3794, 6027, 3660, 16070, 2288, 33604, 10632, 16070, 10721, 3224, 28259, 5172, 34892, 33604, 10632, 39896, 3714, 4117, 2407, 8315, 2655, 11296, 3714, 9957, 7251, 5016, 4117, 1829, 20292, 13412, 2407, 37495, 22653, 12602, 33604, 10632, 22807, 12602, 33604, 10632, 9673, 8592, 2655, 31747, 3660, 14739, 7251, 30544, 5296, 3215, 7578, 10874, 2304, 40228, 18863, 10943, 1211, 9957, 4032, 27842, 19913, 2304, 16606, 8717, 36178, 16247, 5172, 4117, 9640, 11331, 12610, 3714, 2407, 11242, 45367, 20449, 9957, 3714, 33599, 1829, 11933, 3794, 37440, 30767, 2304, 26895, 31371, 9122, 3224, 32640, 3660, 19446, 8608, 9307, 3615, 1863, 7578, 1357, 116, 3224, 13063, 37893, 2655, 31747, 3660, 8608, 9307, 3615, 1863, 7578, 12602, 33604, 10632, 37893, 2655, 31747, 3660], "avg_logprob": -0.22416908203521904, "compression_ratio": 2.059040590405904, "no_speech_prob": 0.0, "words": [{"start": 1424.62, "end": 1425.04, "word": "ساميرة", "probability": 0.55364990234375}, {"start": 1425.04, "end": 1425.34, "word": " حكت", "probability": 0.9236653645833334}, {"start": 1425.34, "end": 1425.64, "word": " نقطة", "probability": 0.98681640625}, {"start": 1425.64, "end": 1426.1, "word": " مهمة", "probability": 0.9918619791666666}, {"start": 1426.1, "end": 1426.18, "word": " اللي", "probability": 0.47845458984375}, {"start": 1426.18, "end": 1426.32, "word": " هي", "probability": 0.91162109375}, {"start": 1426.32, "end": 1426.64, "word": " وضوح", "probability": 0.9736328125}, {"start": 1426.64, "end": 1427.04, "word": " الرؤية", "probability": 0.9384765625}, {"start": 1427.04, "end": 1427.38, "word": " وهلأ", "probability": 0.699462890625}, {"start": 1427.38, "end": 1427.84, "word": " هنشوف", "probability": 0.9805908203125}, {"start": 1427.84, "end": 1428.26, "word": " إنه", "probability": 0.48486328125}, {"start": 1428.26, "end": 1428.76, "word": " الإدارة", "probability": 0.9893798828125}, {"start": 1428.76, "end": 1429.54, "word": " الاستراتيجية", "probability": 0.9108189174107143}, {"start": 1429.54, "end": 1430.24, "word": " بأساسها", "probability": 0.953515625}, {"start": 1430.24, "end": 1430.78, "word": " بتعتمد", "probability": 0.9488525390625}, {"start": 1430.78, "end": 1431.06, "word": " على", "probability": 0.9453125}, {"start": 1431.06, "end": 1431.98, "word": " الرسالة", "probability": 0.994140625}, {"start": 1431.98, "end": 1432.5, "word": " والرؤية", "probability": 0.89208984375}, {"start": 1432.5, "end": 1433.22, "word": " والأهداف", "probability": 0.90625}, {"start": 1433.22, "end": 1433.86, "word": " الرؤية", "probability": 0.7849934895833334}, {"start": 1433.86, "end": 1434.12, "word": " هي", "probability": 0.33984375}, {"start": 1434.12, "end": 1435.98, "word": " مكوناتها", "probability": 0.8644612630208334}, {"start": 1435.98, "end": 1438.76, "word": " مين", "probability": 0.56298828125}, {"start": 1438.76, "end": 1439.12, "word": " يحكيلي", "probability": 0.94267578125}, {"start": 1439.12, "end": 1439.28, "word": " شو", "probability": 0.885009765625}, {"start": 1439.28, "end": 1439.52, "word": " يعني", "probability": 0.895751953125}, {"start": 1439.52, "end": 1440.18, "word": " رؤية؟", "probability": 0.7601318359375}, {"start": 1440.18, "end": 1443.4, "word": " رؤية", "probability": 0.6737060546875}, {"start": 1443.4, "end": 1444.02, "word": " المشتركة", "probability": 0.9185546875}, {"start": 1444.02, "end": 1444.16, "word": " أن", "probability": 0.182373046875}, {"start": 1444.16, "end": 1444.5, "word": " يكون", "probability": 0.953857421875}, {"start": 1444.5, "end": 1444.88, "word": " لدى", "probability": 0.9783528645833334}, {"start": 1444.88, "end": 1445.32, "word": " جميع", "probability": 0.8642578125}, {"start": 1445.32, "end": 1445.92, "word": " العاملين", "probability": 0.8848876953125}, {"start": 1445.92, "end": 1446.82, "word": " ومنظماء", "probability": 0.598681640625}, {"start": 1446.82, "end": 1447.24, "word": " نفس", "probability": 0.864501953125}, {"start": 1447.24, "end": 1448.34, "word": " الأفكار", "probability": 0.98193359375}, {"start": 1448.34, "end": 1448.58, "word": " حول", "probability": 0.77978515625}, {"start": 1448.58, "end": 1448.94, "word": " موضوع", "probability": 0.99169921875}, {"start": 1448.94, "end": 1449.44, "word": " معين", "probability": 0.9931640625}, {"start": 1449.44, "end": 1449.7, "word": " ماشي", "probability": 0.8533528645833334}, {"start": 1449.7, "end": 1450.12, "word": " إسلام", "probability": 0.674072265625}, {"start": 1450.12, "end": 1451.06, "word": " زميلتي", "probability": 0.8607177734375}, {"start": 1451.06, "end": 1451.36, "word": " كهيمة", "probability": 0.833251953125}, {"start": 1451.36, "end": 1451.48, "word": " ما", "probability": 0.81005859375}, {"start": 1451.48, "end": 1451.94, "word": " ساتعنى", "probability": 0.682958984375}, {"start": 1451.94, "end": 1452.2, "word": " ظهور", "probability": 0.564544677734375}, {"start": 1452.2, "end": 1452.7, "word": " مشتركة", "probability": 0.90869140625}, {"start": 1452.7, "end": 1453.06, "word": " ساتعنى", "probability": 0.86552734375}, {"start": 1453.06, "end": 1453.36, "word": " رؤية", "probability": 0.8968098958333334}, {"start": 1453.36, "end": 1453.74, "word": " مشتركة", "probability": 0.90576171875}], "temperature": 1.0}, {"id": 57, "seek": 148373, "start": 1455.11, "end": 1483.73, "text": "vision المؤسسة يعني رؤية بتخلف عن شرحتي رؤية ال vision شو معنى vision الرؤية خليني أحكيلكم هي تتجاوب على سؤال واحد ان ماذا نريد أن نصبح احنا وين شايفين حالنا تتقال ريمة و هي بتبطلع تبطلع اللي تبطلع الخلف ولا الأمام وان شايفين نظرها مركز عليك وانت رأي أمامك للمستقبل لما تبقى يجيب نظر المستقبل انا اشي أمامي ماذا نريد أن نصبح يعني مثلا ع سبيل المثال ع مستواك الشخصية تتبت", "tokens": [6763, 9673, 33604, 3794, 3794, 3660, 37495, 22653, 12602, 33604, 10632, 39894, 9778, 46538, 18871, 13412, 2288, 5016, 31371, 12602, 33604, 10632, 2423, 5201, 13412, 2407, 20449, 1863, 7578, 5201, 34892, 33604, 10632, 16490, 1211, 9957, 1829, 5551, 5016, 4117, 1829, 23275, 2304, 39896, 6055, 2655, 7435, 995, 37746, 15844, 8608, 33604, 6027, 36764, 24401, 16472, 3714, 45636, 995, 8717, 16572, 3215, 14739, 8717, 9381, 49628, 1975, 5016, 8315, 4032, 9957, 13412, 995, 33911, 9957, 11331, 6027, 8315, 6055, 2655, 4587, 6027, 12602, 32640, 3660, 4032, 39896, 39894, 3555, 9566, 1211, 3615, 6055, 3555, 9566, 1211, 3615, 13672, 1829, 6055, 3555, 9566, 1211, 3615, 33962, 46538, 49429, 16247, 2304, 10943, 4032, 7649, 13412, 995, 33911, 9957, 8717, 19913, 2288, 11296, 3714, 31747, 11622, 25894, 4117, 4032, 7649, 2655, 12602, 10721, 1829, 5551, 2304, 10943, 4117, 5296, 19528, 14851, 4587, 36150, 5296, 15042, 6055, 3555, 4587, 7578, 7251, 7435, 1829, 3555, 8717, 19913, 2288, 9673, 14851, 4587, 36150, 1975, 8315, 1975, 8592, 1829, 5551, 2304, 10943, 1829, 3714, 45636, 995, 8717, 16572, 3215, 14739, 8717, 9381, 49628, 37495, 22653, 50113, 15040, 6225, 8608, 21292, 1211, 9673, 12984, 6027, 6225, 3714, 14851, 14407, 4117, 25124, 9778, 9381, 10632, 6055, 2655, 3555, 2655], "avg_logprob": -0.2972636946398227, "compression_ratio": 2.137704918032787, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 1455.11, "end": 1455.49, "word": "vision", "probability": 0.728515625}, {"start": 1455.49, "end": 1456.29, "word": " المؤسسة", "probability": 0.9880859375}, {"start": 1456.29, "end": 1456.65, "word": " يعني", "probability": 0.77099609375}, {"start": 1456.65, "end": 1457.21, "word": " رؤية", "probability": 0.7692057291666666}, {"start": 1457.21, "end": 1457.65, "word": " بتخلف", "probability": 0.5638834635416666}, {"start": 1457.65, "end": 1457.81, "word": " عن", "probability": 0.705078125}, {"start": 1457.81, "end": 1458.37, "word": " شرحتي", "probability": 0.6397705078125}, {"start": 1458.37, "end": 1459.23, "word": " رؤية", "probability": 0.7556966145833334}, {"start": 1459.23, "end": 1459.43, "word": " ال", "probability": 0.61279296875}, {"start": 1459.43, "end": 1459.69, "word": " vision", "probability": 0.8330078125}, {"start": 1459.69, "end": 1459.89, "word": " شو", "probability": 0.82958984375}, {"start": 1459.89, "end": 1460.03, "word": " معنى", "probability": 0.8123372395833334}, {"start": 1460.03, "end": 1460.33, "word": " vision", "probability": 0.95263671875}, {"start": 1460.33, "end": 1461.47, "word": " الرؤية", "probability": 0.83935546875}, {"start": 1461.47, "end": 1461.87, "word": " خليني", "probability": 0.78564453125}, {"start": 1461.87, "end": 1462.35, "word": " أحكيلكم", "probability": 0.873779296875}, {"start": 1462.35, "end": 1462.61, "word": " هي", "probability": 0.5380859375}, {"start": 1462.61, "end": 1463.31, "word": " تتجاوب", "probability": 0.7720703125}, {"start": 1463.31, "end": 1463.51, "word": " على", "probability": 0.8544921875}, {"start": 1463.51, "end": 1463.89, "word": " سؤال", "probability": 0.99267578125}, {"start": 1463.89, "end": 1464.39, "word": " واحد", "probability": 0.994873046875}, {"start": 1464.39, "end": 1464.59, "word": " ان", "probability": 0.345947265625}, {"start": 1464.59, "end": 1464.95, "word": " ماذا", "probability": 0.8463541666666666}, {"start": 1464.95, "end": 1465.27, "word": " نريد", "probability": 0.98681640625}, {"start": 1465.27, "end": 1465.41, "word": " أن", "probability": 0.720703125}, {"start": 1465.41, "end": 1465.87, "word": " نصبح", "probability": 0.9609375}, {"start": 1465.87, "end": 1466.41, "word": " احنا", "probability": 0.8746744791666666}, {"start": 1466.41, "end": 1466.61, "word": " وين", "probability": 0.884521484375}, {"start": 1466.61, "end": 1467.03, "word": " شايفين", "probability": 0.9832763671875}, {"start": 1467.03, "end": 1467.19, "word": " حالنا", "probability": 0.8152669270833334}, {"start": 1467.19, "end": 1467.55, "word": " تتقال", "probability": 0.352386474609375}, {"start": 1467.55, "end": 1468.07, "word": " ريمة", "probability": 0.7386067708333334}, {"start": 1468.07, "end": 1468.19, "word": " و", "probability": 0.6474609375}, {"start": 1468.19, "end": 1468.37, "word": " هي", "probability": 0.6474609375}, {"start": 1468.37, "end": 1469.09, "word": " بتبطلع", "probability": 0.82763671875}, {"start": 1469.09, "end": 1469.73, "word": " تبطلع", "probability": 0.819140625}, {"start": 1469.73, "end": 1469.87, "word": " اللي", "probability": 0.54656982421875}, {"start": 1469.87, "end": 1470.27, "word": " تبطلع", "probability": 0.871142578125}, {"start": 1470.27, "end": 1470.75, "word": " الخلف", "probability": 0.63818359375}, {"start": 1470.75, "end": 1470.97, "word": " ولا", "probability": 0.767578125}, {"start": 1470.97, "end": 1471.45, "word": " الأمام", "probability": 0.7996419270833334}, {"start": 1471.45, "end": 1472.79, "word": " وان", "probability": 0.68701171875}, {"start": 1472.79, "end": 1473.07, "word": " شايفين", "probability": 0.919189453125}, {"start": 1473.07, "end": 1473.45, "word": " نظرها", "probability": 0.96240234375}, {"start": 1473.45, "end": 1474.11, "word": " مركز", "probability": 0.875}, {"start": 1474.11, "end": 1475.05, "word": " عليك", "probability": 0.86083984375}, {"start": 1475.05, "end": 1475.23, "word": " وانت", "probability": 0.7101236979166666}, {"start": 1475.23, "end": 1475.43, "word": " رأي", "probability": 0.5128580729166666}, {"start": 1475.43, "end": 1475.59, "word": " أمامك", "probability": 0.669677734375}, {"start": 1475.59, "end": 1476.33, "word": " للمستقبل", "probability": 0.873291015625}, {"start": 1476.33, "end": 1476.57, "word": " لما", "probability": 0.17449951171875}, {"start": 1476.57, "end": 1476.73, "word": " تبقى", "probability": 0.7294921875}, {"start": 1476.73, "end": 1477.01, "word": " يجيب", "probability": 0.61590576171875}, {"start": 1477.01, "end": 1477.23, "word": " نظر", "probability": 0.8152669270833334}, {"start": 1477.23, "end": 1477.97, "word": " المستقبل", "probability": 0.87548828125}, {"start": 1477.97, "end": 1478.47, "word": " انا", "probability": 0.767822265625}, {"start": 1478.47, "end": 1478.77, "word": " اشي", "probability": 0.4899088541666667}, {"start": 1478.77, "end": 1479.49, "word": " أمامي", "probability": 0.850830078125}, {"start": 1479.49, "end": 1480.07, "word": " ماذا", "probability": 0.91259765625}, {"start": 1480.07, "end": 1480.37, "word": " نريد", "probability": 0.9884440104166666}, {"start": 1480.37, "end": 1480.51, "word": " أن", "probability": 0.95068359375}, {"start": 1480.51, "end": 1480.91, "word": " نصبح", "probability": 0.9903971354166666}, {"start": 1480.91, "end": 1481.25, "word": " يعني", "probability": 0.94140625}, {"start": 1481.25, "end": 1481.53, "word": " مثلا", "probability": 0.82470703125}, {"start": 1481.53, "end": 1481.71, "word": " ع", "probability": 0.166748046875}, {"start": 1481.71, "end": 1481.91, "word": " سبيل", "probability": 0.7569173177083334}, {"start": 1481.91, "end": 1482.17, "word": " المثال", "probability": 0.8505859375}, {"start": 1482.17, "end": 1482.31, "word": " ع", "probability": 0.334228515625}, {"start": 1482.31, "end": 1482.73, "word": " مستواك", "probability": 0.8912353515625}, {"start": 1482.73, "end": 1483.21, "word": " الشخصية", "probability": 0.97998046875}, {"start": 1483.21, "end": 1483.73, "word": " تتبت", "probability": 0.65252685546875}], "temperature": 1.0}, {"id": 58, "seek": 149311, "start": 1484.17, "end": 1493.11, "text": "فده مهيلي، انت عارف انه الصيف صف أول و انت هتغيري نظام حياتك عشان تأسسيه هون الكلام، فدي اسم هي شرقي", "tokens": [5172, 3215, 3224, 3714, 3224, 1829, 20292, 12399, 16472, 2655, 6225, 9640, 5172, 16472, 3224, 31767, 33911, 20328, 5172, 5551, 12610, 4032, 16472, 2655, 8032, 2655, 17082, 13546, 1829, 8717, 19913, 10943, 11331, 1829, 9307, 4117, 6225, 8592, 7649, 6055, 10721, 3794, 3794, 1829, 3224, 8032, 11536, 2423, 28820, 10943, 12399, 6156, 16254, 24525, 2304, 39896, 13412, 2288, 4587, 1829], "avg_logprob": -0.305584014439192, "compression_ratio": 1.44, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1484.17, "end": 1484.53, "word": "فده", "probability": 0.6170247395833334}, {"start": 1484.53, "end": 1485.75, "word": " مهيلي،", "probability": 0.83046875}, {"start": 1485.75, "end": 1486.03, "word": " انت", "probability": 0.830322265625}, {"start": 1486.03, "end": 1486.25, "word": " عارف", "probability": 0.9884440104166666}, {"start": 1486.25, "end": 1486.49, "word": " انه", "probability": 0.557861328125}, {"start": 1486.49, "end": 1486.77, "word": " الصيف", "probability": 0.385498046875}, {"start": 1486.77, "end": 1487.15, "word": " صف", "probability": 0.8369140625}, {"start": 1487.15, "end": 1487.47, "word": " أول", "probability": 0.802978515625}, {"start": 1487.47, "end": 1487.61, "word": " و", "probability": 0.96630859375}, {"start": 1487.61, "end": 1487.71, "word": " انت", "probability": 0.66748046875}, {"start": 1487.71, "end": 1488.37, "word": " هتغيري", "probability": 0.87470703125}, {"start": 1488.37, "end": 1489.37, "word": " نظام", "probability": 0.8387044270833334}, {"start": 1489.37, "end": 1489.89, "word": " حياتك", "probability": 0.8038330078125}, {"start": 1489.89, "end": 1490.21, "word": " عشان", "probability": 0.9664713541666666}, {"start": 1490.21, "end": 1490.91, "word": " تأسسيه", "probability": 0.8705240885416666}, {"start": 1490.91, "end": 1491.17, "word": " هون", "probability": 0.43817138671875}, {"start": 1491.17, "end": 1492.03, "word": " الكلام،", "probability": 0.8233642578125}, {"start": 1492.03, "end": 1492.25, "word": " فدي", "probability": 0.85791015625}, {"start": 1492.25, "end": 1492.43, "word": " اسم", "probability": 0.94580078125}, {"start": 1492.43, "end": 1492.55, "word": " هي", "probability": 0.2127685546875}, {"start": 1492.55, "end": 1493.11, "word": " شرقي", "probability": 0.5972900390625}], "temperature": 1.0}, {"id": 59, "seek": 152143, "start": 1495.75, "end": 1521.43, "text": "نور قالت إنه في عندي نظرة شاملة لأهداف المؤسسة وطبعا إنه أنا لما يكون عندي نظرة شاملة لأهداف المؤسسة في كتير أشياء تتغير عندي في المؤسسة و بتترتب مثلا على سبيل المثال الموظفين بينهم وبين بعض لما بوزع أنا عليهم المهام بيكون خلاص هم عارفين وين الهدف رايح فبيكون عندي هتقيل مقاومة التغيير مش راح يطلبوا مش هيحكوا لأ إيش معنا فلان أخد كذا أو ليش إحنا بنعمل هيك أو بنتصرف هيك", "tokens": [1863, 13063, 50239, 2655, 36145, 3224, 8978, 18871, 16254, 8717, 19913, 25720, 13412, 10943, 37977, 5296, 10721, 3224, 28259, 5172, 9673, 33604, 3794, 3794, 3660, 4032, 9566, 3555, 3615, 995, 36145, 3224, 41850, 5296, 15042, 7251, 30544, 18871, 16254, 8717, 19913, 25720, 13412, 10943, 37977, 5296, 10721, 3224, 28259, 5172, 9673, 33604, 3794, 3794, 3660, 8978, 9122, 2655, 13546, 5551, 8592, 1829, 16606, 6055, 2655, 17082, 13546, 18871, 16254, 8978, 9673, 33604, 3794, 3794, 3660, 4032, 39894, 2655, 43500, 3555, 50113, 15040, 15844, 8608, 21292, 1211, 9673, 12984, 6027, 9673, 2407, 19913, 5172, 9957, 49374, 16095, 46599, 9957, 45030, 11242, 5296, 15042, 4724, 2407, 11622, 3615, 41850, 25894, 16095, 9673, 3224, 10943, 4724, 1829, 30544, 16490, 1211, 33546, 8032, 2304, 6225, 9640, 5172, 9957, 4032, 9957, 2423, 3224, 3215, 5172, 12602, 47302, 5016, 6156, 21292, 30544, 18871, 16254, 8032, 2655, 4587, 26895, 3714, 4587, 995, 20498, 3660, 16712, 17082, 1829, 13546, 37893, 12602, 39319, 7251, 9566, 46152, 14407, 37893, 39896, 5016, 4117, 14407, 5296, 10721, 11933, 1829, 8592, 20449, 8315, 6156, 1211, 7649, 5551, 9778, 3215, 9122, 15730, 34051, 32239, 8592, 11933, 5016, 8315, 44945, 25957, 1211, 39896, 4117, 34051, 44945, 2655, 9381, 28480, 39896, 4117], "avg_logprob": -0.09874682665476339, "compression_ratio": 2.1862745098039214, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 1495.75, "end": 1496.41, "word": "نور", "probability": 0.7030029296875}, {"start": 1496.41, "end": 1496.81, "word": " قالت", "probability": 0.96337890625}, {"start": 1496.81, "end": 1497.07, "word": " إنه", "probability": 0.46142578125}, {"start": 1497.07, "end": 1497.15, "word": " في", "probability": 0.890625}, {"start": 1497.15, "end": 1497.41, "word": " عندي", "probability": 0.83544921875}, {"start": 1497.41, "end": 1497.77, "word": " نظرة", "probability": 0.9615885416666666}, {"start": 1497.77, "end": 1498.21, "word": " شاملة", "probability": 0.99072265625}, {"start": 1498.21, "end": 1498.71, "word": " لأهداف", "probability": 0.98486328125}, {"start": 1498.71, "end": 1499.37, "word": " المؤسسة", "probability": 0.9966796875}, {"start": 1499.37, "end": 1500.15, "word": " وطبعا", "probability": 0.8923828125}, {"start": 1500.15, "end": 1500.37, "word": " إنه", "probability": 0.866943359375}, {"start": 1500.37, "end": 1500.51, "word": " أنا", "probability": 0.81201171875}, {"start": 1500.51, "end": 1500.71, "word": " لما", "probability": 0.962646484375}, {"start": 1500.71, "end": 1500.95, "word": " يكون", "probability": 0.982177734375}, {"start": 1500.95, "end": 1501.17, "word": " عندي", "probability": 0.840087890625}, {"start": 1501.17, "end": 1501.57, "word": " نظرة", "probability": 0.98291015625}, {"start": 1501.57, "end": 1502.05, "word": " شاملة", "probability": 0.99365234375}, {"start": 1502.05, "end": 1502.51, "word": " لأهداف", "probability": 0.9052734375}, {"start": 1502.51, "end": 1503.19, "word": " المؤسسة", "probability": 0.9978515625}, {"start": 1503.19, "end": 1503.33, "word": " في", "probability": 0.58056640625}, {"start": 1503.33, "end": 1503.57, "word": " كتير", "probability": 0.90283203125}, {"start": 1503.57, "end": 1503.85, "word": " أشياء", "probability": 0.982666015625}, {"start": 1503.85, "end": 1504.25, "word": " تتغير", "probability": 0.907470703125}, {"start": 1504.25, "end": 1504.53, "word": " عندي", "probability": 0.8759765625}, {"start": 1504.53, "end": 1504.63, "word": " في", "probability": 0.94970703125}, {"start": 1504.63, "end": 1505.15, "word": " المؤسسة", "probability": 0.9978515625}, {"start": 1505.15, "end": 1505.25, "word": " و", "probability": 0.91015625}, {"start": 1505.25, "end": 1505.87, "word": " بتترتب", "probability": 0.9244384765625}, {"start": 1505.87, "end": 1506.59, "word": " مثلا", "probability": 0.8974609375}, {"start": 1506.59, "end": 1506.79, "word": " على", "probability": 0.845703125}, {"start": 1506.79, "end": 1507.13, "word": " سبيل", "probability": 0.98583984375}, {"start": 1507.13, "end": 1507.69, "word": " المثال", "probability": 0.9908854166666666}, {"start": 1507.69, "end": 1508.59, "word": " الموظفين", "probability": 0.92119140625}, {"start": 1508.59, "end": 1508.95, "word": " بينهم", "probability": 0.962646484375}, {"start": 1508.95, "end": 1509.25, "word": " وبين", "probability": 0.7322998046875}, {"start": 1509.25, "end": 1509.63, "word": " بعض", "probability": 0.993896484375}, {"start": 1509.63, "end": 1509.91, "word": " لما", "probability": 0.919677734375}, {"start": 1509.91, "end": 1510.49, "word": " بوزع", "probability": 0.9609375}, {"start": 1510.49, "end": 1510.67, "word": " أنا", "probability": 0.86328125}, {"start": 1510.67, "end": 1511.07, "word": " عليهم", "probability": 0.98046875}, {"start": 1511.07, "end": 1511.71, "word": " المهام", "probability": 0.947265625}, {"start": 1511.71, "end": 1512.27, "word": " بيكون", "probability": 0.9176432291666666}, {"start": 1512.27, "end": 1512.59, "word": " خلاص", "probability": 0.99658203125}, {"start": 1512.59, "end": 1512.79, "word": " هم", "probability": 0.958740234375}, {"start": 1512.79, "end": 1513.21, "word": " عارفين", "probability": 0.9913330078125}, {"start": 1513.21, "end": 1513.39, "word": " وين", "probability": 0.79541015625}, {"start": 1513.39, "end": 1513.79, "word": " الهدف", "probability": 0.9932861328125}, {"start": 1513.79, "end": 1514.15, "word": " رايح", "probability": 0.9814453125}, {"start": 1514.15, "end": 1514.63, "word": " فبيكون", "probability": 0.8170572916666666}, {"start": 1514.63, "end": 1514.89, "word": " عندي", "probability": 0.91455078125}, {"start": 1514.89, "end": 1515.25, "word": " هتقيل", "probability": 0.7235107421875}, {"start": 1515.25, "end": 1515.75, "word": " مقاومة", "probability": 0.9890625}, {"start": 1515.75, "end": 1516.25, "word": " التغيير", "probability": 0.898681640625}, {"start": 1516.25, "end": 1516.67, "word": " مش", "probability": 0.9365234375}, {"start": 1516.67, "end": 1516.83, "word": " راح", "probability": 0.95751953125}, {"start": 1516.83, "end": 1517.25, "word": " يطلبوا", "probability": 0.974609375}, {"start": 1517.25, "end": 1517.55, "word": " مش", "probability": 0.6083984375}, {"start": 1517.55, "end": 1517.93, "word": " هيحكوا", "probability": 0.901123046875}, {"start": 1517.93, "end": 1518.09, "word": " لأ", "probability": 0.959228515625}, {"start": 1518.09, "end": 1518.31, "word": " إيش", "probability": 0.8597005208333334}, {"start": 1518.31, "end": 1518.55, "word": " معنا", "probability": 0.795166015625}, {"start": 1518.55, "end": 1518.85, "word": " فلان", "probability": 0.8479817708333334}, {"start": 1518.85, "end": 1519.13, "word": " أخد", "probability": 0.9697265625}, {"start": 1519.13, "end": 1519.35, "word": " كذا", "probability": 0.980712890625}, {"start": 1519.35, "end": 1519.53, "word": " أو", "probability": 0.86279296875}, {"start": 1519.53, "end": 1519.71, "word": " ليش", "probability": 0.8935546875}, {"start": 1519.71, "end": 1519.95, "word": " إحنا", "probability": 0.8758138020833334}, {"start": 1519.95, "end": 1520.35, "word": " بنعمل", "probability": 0.9656575520833334}, {"start": 1520.35, "end": 1520.57, "word": " هيك", "probability": 0.630859375}, {"start": 1520.57, "end": 1520.65, "word": " أو", "probability": 0.91748046875}, {"start": 1520.65, "end": 1521.13, "word": " بنتصرف", "probability": 0.9215087890625}, {"start": 1521.13, "end": 1521.43, "word": " هيك", "probability": 0.958740234375}], "temperature": 1.0}, {"id": 60, "seek": 154142, "start": 1521.82, "end": 1541.42, "text": "لازم نكون محددين أهدافنا بشكل صحيح عشان العملية اللي تستمر داخل المنظمة خلّينا ندخل في الموضوع التاني أو المصطلح التاني اللي هو الـ object قبل ما اللي هو إدارة الأهداف أما من هدف بس على وصوله ليه خلّينا نشوف الفيديو", "tokens": [1211, 31377, 2304, 8717, 30544, 3714, 24401, 3215, 9957, 5551, 3224, 28259, 5172, 8315, 4724, 8592, 28820, 20328, 5016, 1829, 5016, 6225, 8592, 7649, 18863, 42213, 10632, 13672, 1829, 6055, 14851, 29973, 11778, 47283, 1211, 9673, 1863, 19913, 46007, 16490, 1211, 11703, 9957, 995, 8717, 3215, 9778, 1211, 8978, 9673, 2407, 11242, 45367, 16712, 7649, 1829, 34051, 9673, 9381, 9566, 1211, 5016, 16712, 7649, 1829, 13672, 1829, 31439, 2423, 39184, 2657, 12174, 36150, 19446, 13672, 1829, 31439, 11933, 3215, 9640, 3660, 16247, 3224, 28259, 5172, 5551, 15042, 9154, 8032, 3215, 5172, 4724, 3794, 15844, 4032, 9381, 12610, 3224, 32239, 3224, 16490, 1211, 11703, 9957, 995, 8717, 8592, 38688, 27188, 1829, 16254, 2407], "avg_logprob": -0.22953539401029063, "compression_ratio": 1.8160377358490567, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1521.82, "end": 1522.36, "word": "لازم", "probability": 0.9152018229166666}, {"start": 1522.36, "end": 1522.86, "word": " نكون", "probability": 0.9716796875}, {"start": 1522.86, "end": 1523.56, "word": " محددين", "probability": 0.97998046875}, {"start": 1523.56, "end": 1524.24, "word": " أهدافنا", "probability": 0.98173828125}, {"start": 1524.24, "end": 1524.62, "word": " بشكل", "probability": 0.99072265625}, {"start": 1524.62, "end": 1525.1, "word": " صحيح", "probability": 0.998046875}, {"start": 1525.1, "end": 1525.56, "word": " عشان", "probability": 0.9412434895833334}, {"start": 1525.56, "end": 1526.5, "word": " العملية", "probability": 0.9646809895833334}, {"start": 1526.5, "end": 1526.88, "word": " اللي", "probability": 0.690185546875}, {"start": 1526.88, "end": 1528.1, "word": " تستمر", "probability": 0.8642578125}, {"start": 1528.1, "end": 1528.68, "word": " داخل", "probability": 0.9505208333333334}, {"start": 1528.68, "end": 1529.26, "word": " المنظمة", "probability": 0.983642578125}, {"start": 1529.26, "end": 1529.28, "word": " خلّينا", "probability": 0.57740478515625}, {"start": 1529.28, "end": 1529.42, "word": " ندخل", "probability": 0.84027099609375}, {"start": 1529.42, "end": 1529.64, "word": " في", "probability": 0.261474609375}, {"start": 1529.64, "end": 1529.98, "word": " الموضوع", "probability": 0.9891357421875}, {"start": 1529.98, "end": 1530.36, "word": " التاني", "probability": 0.8611653645833334}, {"start": 1530.36, "end": 1530.5, "word": " أو", "probability": 0.8623046875}, {"start": 1530.5, "end": 1530.92, "word": " المصطلح", "probability": 0.86953125}, {"start": 1530.92, "end": 1531.3, "word": " التاني", "probability": 0.9778645833333334}, {"start": 1531.3, "end": 1531.42, "word": " اللي", "probability": 0.94140625}, {"start": 1531.42, "end": 1531.54, "word": " هو", "probability": 0.9931640625}, {"start": 1531.54, "end": 1531.68, "word": " الـ", "probability": 0.774658203125}, {"start": 1531.68, "end": 1532.16, "word": " object", "probability": 0.298095703125}, {"start": 1532.16, "end": 1533.3, "word": " قبل", "probability": 0.236297607421875}, {"start": 1533.3, "end": 1533.46, "word": " ما", "probability": 0.60302734375}, {"start": 1533.46, "end": 1533.6, "word": " اللي", "probability": 0.887451171875}, {"start": 1533.6, "end": 1533.74, "word": " هو", "probability": 0.95654296875}, {"start": 1533.74, "end": 1534.16, "word": " إدارة", "probability": 0.83642578125}, {"start": 1534.16, "end": 1535.24, "word": " الأهداف", "probability": 0.80096435546875}, {"start": 1535.24, "end": 1536.02, "word": " أما", "probability": 0.5042724609375}, {"start": 1536.02, "end": 1536.18, "word": " من", "probability": 0.525390625}, {"start": 1536.18, "end": 1536.5, "word": " هدف", "probability": 0.9807942708333334}, {"start": 1536.5, "end": 1536.78, "word": " بس", "probability": 0.84619140625}, {"start": 1536.78, "end": 1536.9, "word": " على", "probability": 0.357666015625}, {"start": 1536.9, "end": 1537.34, "word": " وصوله", "probability": 0.87255859375}, {"start": 1537.34, "end": 1537.94, "word": " ليه", "probability": 0.6566162109375}, {"start": 1537.94, "end": 1539.08, "word": " خلّينا", "probability": 0.7853515625}, {"start": 1539.08, "end": 1539.52, "word": " نشوف", "probability": 0.9959309895833334}, {"start": 1539.52, "end": 1541.42, "word": " الفيديو", "probability": 0.81683349609375}], "temperature": 1.0}, {"id": 61, "seek": 156646, "start": 1544.16, "end": 1566.46, "text": "هنا بحكي إنه في عندي بالستراتيجية مثلا هدول الذئاب لما بدهم يهجموا على هذا القطيع كنا شايفين إنه هذا القطيع متكاتف و .. و ال .. و الحجم أكبر من الذئاب فإيش راح يعمل؟ راح يعمل تلت شغلات اقتراب حذر إثارة الذعر عشان يفصل الفريسة عن القطيع و بعدين ينقض عليها هو خطط استراتيجي أه الذئاب", "tokens": [3224, 8315, 4724, 5016, 4117, 1829, 36145, 3224, 8978, 18871, 16254, 20666, 14851, 2288, 9307, 1829, 7435, 10632, 50113, 15040, 8032, 3215, 12610, 32545, 19986, 16758, 5296, 15042, 47525, 16095, 7251, 3224, 7435, 2304, 14407, 15844, 23758, 25062, 9566, 40228, 9122, 8315, 13412, 995, 33911, 9957, 36145, 3224, 23758, 25062, 9566, 40228, 44650, 4117, 9307, 5172, 4032, 4386, 4032, 2423, 4386, 4032, 21542, 7435, 2304, 5551, 4117, 26890, 9154, 32545, 19986, 16758, 6156, 28814, 1829, 8592, 12602, 39319, 7251, 25957, 1211, 22807, 12602, 39319, 7251, 25957, 1211, 6055, 1211, 2655, 13412, 17082, 1211, 9307, 1975, 38149, 2288, 16758, 11331, 8848, 2288, 11933, 12984, 9640, 3660, 32545, 3615, 2288, 6225, 8592, 7649, 7251, 5172, 36520, 27188, 16572, 3794, 3660, 18871, 25062, 9566, 40228, 4032, 39182, 9957, 7251, 1863, 4587, 11242, 25894, 11296, 31439, 16490, 9566, 9566, 44713, 2288, 9307, 1829, 7435, 1829, 5551, 3224, 32545, 19986, 16758], "avg_logprob": -0.10097789075098881, "compression_ratio": 1.9725490196078432, "no_speech_prob": 3.635883331298828e-06, "words": [{"start": 1544.16, "end": 1544.48, "word": "هنا", "probability": 0.9794921875}, {"start": 1544.48, "end": 1545.0, "word": " بحكي", "probability": 0.9197998046875}, {"start": 1545.0, "end": 1545.34, "word": " إنه", "probability": 0.6270751953125}, {"start": 1545.34, "end": 1545.48, "word": " في", "probability": 0.9150390625}, {"start": 1545.48, "end": 1545.94, "word": " عندي", "probability": 0.7467041015625}, {"start": 1545.94, "end": 1547.06, "word": " بالستراتيجية", "probability": 0.8531494140625}, {"start": 1547.06, "end": 1547.38, "word": " مثلا", "probability": 0.988525390625}, {"start": 1547.38, "end": 1547.72, "word": " هدول", "probability": 0.95068359375}, {"start": 1547.72, "end": 1548.2, "word": " الذئاب", "probability": 0.9860026041666666}, {"start": 1548.2, "end": 1548.48, "word": " لما", "probability": 0.94921875}, {"start": 1548.48, "end": 1548.98, "word": " بدهم", "probability": 0.984130859375}, {"start": 1548.98, "end": 1549.8, "word": " يهجموا", "probability": 0.99462890625}, {"start": 1549.8, "end": 1549.96, "word": " على", "probability": 0.94677734375}, {"start": 1549.96, "end": 1550.24, "word": " هذا", "probability": 0.861328125}, {"start": 1550.24, "end": 1550.72, "word": " القطيع", "probability": 0.9685872395833334}, {"start": 1550.72, "end": 1551.1, "word": " كنا", "probability": 0.796142578125}, {"start": 1551.1, "end": 1551.52, "word": " شايفين", "probability": 0.9891357421875}, {"start": 1551.52, "end": 1551.78, "word": " إنه", "probability": 0.683349609375}, {"start": 1551.78, "end": 1551.94, "word": " هذا", "probability": 0.9248046875}, {"start": 1551.94, "end": 1552.34, "word": " القطيع", "probability": 0.99072265625}, {"start": 1552.34, "end": 1553.14, "word": " متكاتف", "probability": 0.9713134765625}, {"start": 1553.14, "end": 1553.38, "word": " و", "probability": 0.9638671875}, {"start": 1553.38, "end": 1553.48, "word": " ..", "probability": 0.60595703125}, {"start": 1553.48, "end": 1553.68, "word": " و", "probability": 0.97265625}, {"start": 1553.68, "end": 1553.84, "word": " ال", "probability": 0.47412109375}, {"start": 1553.84, "end": 1553.9, "word": " ..", "probability": 0.96826171875}, {"start": 1553.9, "end": 1554.02, "word": " و", "probability": 0.9794921875}, {"start": 1554.02, "end": 1554.44, "word": " الحجم", "probability": 0.9617513020833334}, {"start": 1554.44, "end": 1554.9, "word": " أكبر", "probability": 0.8767903645833334}, {"start": 1554.9, "end": 1555.08, "word": " من", "probability": 0.99609375}, {"start": 1555.08, "end": 1555.54, "word": " الذئاب", "probability": 0.8841145833333334}, {"start": 1555.54, "end": 1556.14, "word": " فإيش", "probability": 0.9522705078125}, {"start": 1556.14, "end": 1556.3, "word": " راح", "probability": 0.964599609375}, {"start": 1556.3, "end": 1556.72, "word": " يعمل؟", "probability": 0.955810546875}, {"start": 1556.72, "end": 1556.88, "word": " راح", "probability": 0.981201171875}, {"start": 1556.88, "end": 1557.66, "word": " يعمل", "probability": 0.9959309895833334}, {"start": 1557.66, "end": 1558.04, "word": " تلت", "probability": 0.9422200520833334}, {"start": 1558.04, "end": 1558.62, "word": " شغلات", "probability": 0.99169921875}, {"start": 1558.62, "end": 1559.2, "word": " اقتراب", "probability": 0.8345947265625}, {"start": 1559.2, "end": 1559.7, "word": " حذر", "probability": 0.9890950520833334}, {"start": 1559.7, "end": 1560.46, "word": " إثارة", "probability": 0.8375244140625}, {"start": 1560.46, "end": 1560.92, "word": " الذعر", "probability": 0.888671875}, {"start": 1560.92, "end": 1561.28, "word": " عشان", "probability": 0.97509765625}, {"start": 1561.28, "end": 1561.62, "word": " يفصل", "probability": 0.9811197916666666}, {"start": 1561.62, "end": 1562.18, "word": " الفريسة", "probability": 0.9718017578125}, {"start": 1562.18, "end": 1562.32, "word": " عن", "probability": 0.9951171875}, {"start": 1562.32, "end": 1562.86, "word": " القطيع", "probability": 0.9889322916666666}, {"start": 1562.86, "end": 1563.1, "word": " و", "probability": 0.728515625}, {"start": 1563.1, "end": 1563.52, "word": " بعدين", "probability": 0.947265625}, {"start": 1563.52, "end": 1563.94, "word": " ينقض", "probability": 0.90771484375}, {"start": 1563.94, "end": 1564.34, "word": " عليها", "probability": 0.980224609375}, {"start": 1564.34, "end": 1564.54, "word": " هو", "probability": 0.771484375}, {"start": 1564.54, "end": 1564.92, "word": " خطط", "probability": 0.9479166666666666}, {"start": 1564.92, "end": 1565.7, "word": " استراتيجي", "probability": 0.9800618489583334}, {"start": 1565.7, "end": 1566.14, "word": " أه", "probability": 0.5849609375}, {"start": 1566.14, "end": 1566.46, "word": " الذئاب", "probability": 0.9739583333333334}], "temperature": 1.0}, {"id": 62, "seek": 158400, "start": 1567.28, "end": 1584.0, "text": "عنا هان بيحكي عن ال .. ال .. ال .. ال .. زي ما حكت الدكتورة عن تاريخ الاستراتيجية هي بدت بالحروب معناها strategy باليوناني general الجاشر باللاتيني بدت بالحروب و بعدين انتقلت لالمؤسسات جميعا", "tokens": [3615, 8315, 8032, 7649, 4724, 1829, 5016, 4117, 1829, 18871, 2423, 4386, 2423, 4386, 2423, 4386, 2423, 4386, 30767, 1829, 19446, 11331, 4117, 2655, 32748, 4117, 2655, 13063, 3660, 18871, 6055, 9640, 1829, 9778, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 39896, 47525, 2655, 20666, 5016, 32887, 3555, 20449, 8315, 11296, 5206, 20666, 1829, 11536, 7649, 1829, 2674, 25724, 33599, 2288, 20666, 1211, 9307, 9957, 1829, 47525, 2655, 20666, 5016, 32887, 3555, 4032, 39182, 9957, 16472, 2655, 4587, 1211, 2655, 5296, 45340, 33604, 3794, 3794, 9307, 10874, 2304, 40228, 995], "avg_logprob": -0.13865041372540232, "compression_ratio": 1.7747252747252746, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1567.28, "end": 1567.7, "word": "عنا", "probability": 0.7900390625}, {"start": 1567.7, "end": 1568.18, "word": " هان", "probability": 0.6683349609375}, {"start": 1568.18, "end": 1568.78, "word": " بيحكي", "probability": 0.95341796875}, {"start": 1568.78, "end": 1569.02, "word": " عن", "probability": 0.97021484375}, {"start": 1569.02, "end": 1569.3, "word": " ال", "probability": 0.69091796875}, {"start": 1569.3, "end": 1569.54, "word": " ..", "probability": 0.70556640625}, {"start": 1569.54, "end": 1569.6, "word": " ال", "probability": 0.86669921875}, {"start": 1569.6, "end": 1569.94, "word": " ..", "probability": 0.96826171875}, {"start": 1569.94, "end": 1570.0, "word": " ال", "probability": 0.96923828125}, {"start": 1570.0, "end": 1570.0, "word": " ..", "probability": 0.9814453125}, {"start": 1570.0, "end": 1570.1, "word": " ال", "probability": 0.5517578125}, {"start": 1570.1, "end": 1570.2, "word": " ..", "probability": 0.9443359375}, {"start": 1570.2, "end": 1570.34, "word": " زي", "probability": 0.907470703125}, {"start": 1570.34, "end": 1570.42, "word": " ما", "probability": 0.97314453125}, {"start": 1570.42, "end": 1570.68, "word": " حكت", "probability": 0.9583333333333334}, {"start": 1570.68, "end": 1571.24, "word": " الدكتورة", "probability": 0.96328125}, {"start": 1571.24, "end": 1571.4, "word": " عن", "probability": 0.97900390625}, {"start": 1571.4, "end": 1571.72, "word": " تاريخ", "probability": 0.991455078125}, {"start": 1571.72, "end": 1572.4, "word": " الاستراتيجية", "probability": 0.8901018415178571}, {"start": 1572.4, "end": 1572.58, "word": " هي", "probability": 0.478759765625}, {"start": 1572.58, "end": 1572.9, "word": " بدت", "probability": 0.943115234375}, {"start": 1572.9, "end": 1573.48, "word": " بالحروب", "probability": 0.9844970703125}, {"start": 1573.48, "end": 1573.88, "word": " معناها", "probability": 0.9501953125}, {"start": 1573.88, "end": 1574.3, "word": " strategy", "probability": 0.2001953125}, {"start": 1574.3, "end": 1575.48, "word": " باليوناني", "probability": 0.85986328125}, {"start": 1575.48, "end": 1576.7, "word": " general", "probability": 0.42626953125}, {"start": 1576.7, "end": 1577.44, "word": " الجاشر", "probability": 0.7273763020833334}, {"start": 1577.44, "end": 1578.22, "word": " باللاتيني", "probability": 0.97353515625}, {"start": 1578.22, "end": 1580.14, "word": " بدت", "probability": 0.82666015625}, {"start": 1580.14, "end": 1580.66, "word": " بالحروب", "probability": 0.9833984375}, {"start": 1580.66, "end": 1580.76, "word": " و", "probability": 0.81689453125}, {"start": 1580.76, "end": 1581.02, "word": " بعدين", "probability": 0.947509765625}, {"start": 1581.02, "end": 1581.56, "word": " انتقلت", "probability": 0.98642578125}, {"start": 1581.56, "end": 1582.86, "word": " لالمؤسسات", "probability": 0.8675130208333334}, {"start": 1582.86, "end": 1584.0, "word": " جميعا", "probability": 0.9871826171875}], "temperature": 1.0}, {"id": 63, "seek": 160874, "start": 1584.46, "end": 1608.74, "text": "في عندنا Minsberg هذا من ال .. من أشهر اللي كتبوا في ال استراتيجية، في عنده خم .. five B's، five B's ال strategy اللي هما كانوا ال plan الخطة ال position التموضع الخدعة و .. هلأ هيشرحهم بالتفسير ال strategy as a plan كلنا بنشوف الكورة، الكورة هذه كلها مبنية على خطة استراتيجية عشان يصل بال .. اللاعبين للهدف", "tokens": [41185, 43242, 8315, 376, 1292, 6873, 23758, 9154, 2423, 4386, 9154, 5551, 8592, 3224, 2288, 13672, 1829, 9122, 2655, 3555, 14407, 8978, 2423, 44713, 2288, 9307, 1829, 7435, 10632, 12399, 8978, 43242, 3224, 16490, 2304, 4386, 1732, 363, 311, 12399, 1732, 363, 311, 2423, 5206, 13672, 1829, 8032, 15042, 25961, 14407, 2423, 1393, 33962, 9566, 3660, 2423, 2535, 16712, 2304, 2407, 11242, 3615, 33962, 3215, 27884, 4032, 4386, 8032, 1211, 10721, 8032, 1829, 46309, 5016, 16095, 20666, 2655, 36178, 13546, 2423, 5206, 382, 257, 1393, 28242, 8315, 44945, 8592, 38688, 33251, 13063, 3660, 12399, 33251, 13063, 3660, 29538, 28242, 11296, 3714, 3555, 1863, 10632, 15844, 16490, 9566, 3660, 44713, 2288, 9307, 1829, 7435, 10632, 6225, 8592, 7649, 7251, 36520, 20666, 4386, 13672, 45761, 3555, 9957, 24976, 3224, 3215, 5172], "avg_logprob": -0.16911057623533102, "compression_ratio": 1.7753623188405796, "no_speech_prob": 0.0, "words": [{"start": 1584.46, "end": 1584.6, "word": "في", "probability": 0.74853515625}, {"start": 1584.6, "end": 1585.02, "word": " عندنا", "probability": 0.888916015625}, {"start": 1585.02, "end": 1585.9, "word": " Minsberg", "probability": 0.64471435546875}, {"start": 1585.9, "end": 1586.22, "word": " هذا", "probability": 0.708984375}, {"start": 1586.22, "end": 1586.52, "word": " من", "probability": 0.99658203125}, {"start": 1586.52, "end": 1587.02, "word": " ال", "probability": 0.87060546875}, {"start": 1587.02, "end": 1587.28, "word": " ..", "probability": 0.857421875}, {"start": 1587.28, "end": 1587.42, "word": " من", "probability": 0.7939453125}, {"start": 1587.42, "end": 1587.88, "word": " أشهر", "probability": 0.951904296875}, {"start": 1587.88, "end": 1588.06, "word": " اللي", "probability": 0.882568359375}, {"start": 1588.06, "end": 1588.44, "word": " كتبوا", "probability": 0.978271484375}, {"start": 1588.44, "end": 1588.58, "word": " في", "probability": 0.93017578125}, {"start": 1588.58, "end": 1588.8, "word": " ال", "probability": 0.4296875}, {"start": 1588.8, "end": 1590.08, "word": " استراتيجية،", "probability": 0.8111049107142857}, {"start": 1590.08, "end": 1590.18, "word": " في", "probability": 0.87158203125}, {"start": 1590.18, "end": 1590.66, "word": " عنده", "probability": 0.95263671875}, {"start": 1590.66, "end": 1590.9, "word": " خم", "probability": 0.8232421875}, {"start": 1590.9, "end": 1591.0, "word": " ..", "probability": 0.4501953125}, {"start": 1591.0, "end": 1591.32, "word": " five", "probability": 0.88720703125}, {"start": 1591.32, "end": 1591.98, "word": " B's،", "probability": 0.42626953125}, {"start": 1591.98, "end": 1592.26, "word": " five", "probability": 0.87939453125}, {"start": 1592.26, "end": 1592.52, "word": " B's", "probability": 0.986328125}, {"start": 1592.52, "end": 1592.64, "word": " ال", "probability": 0.66748046875}, {"start": 1592.64, "end": 1593.08, "word": " strategy", "probability": 0.73974609375}, {"start": 1593.08, "end": 1593.44, "word": " اللي", "probability": 0.9638671875}, {"start": 1593.44, "end": 1593.64, "word": " هما", "probability": 0.734130859375}, {"start": 1593.64, "end": 1593.96, "word": " كانوا", "probability": 0.982666015625}, {"start": 1593.96, "end": 1594.04, "word": " ال", "probability": 0.88427734375}, {"start": 1594.04, "end": 1594.36, "word": " plan", "probability": 0.95263671875}, {"start": 1594.36, "end": 1594.98, "word": " الخطة", "probability": 0.8986002604166666}, {"start": 1594.98, "end": 1595.42, "word": " ال", "probability": 0.84765625}, {"start": 1595.42, "end": 1595.78, "word": " position", "probability": 0.98388671875}, {"start": 1595.78, "end": 1596.6, "word": " التموضع", "probability": 0.92197265625}, {"start": 1596.6, "end": 1597.78, "word": " الخدعة", "probability": 0.9581705729166666}, {"start": 1597.78, "end": 1598.42, "word": " و", "probability": 0.80078125}, {"start": 1598.42, "end": 1598.6, "word": " ..", "probability": 0.485595703125}, {"start": 1598.6, "end": 1598.88, "word": " هلأ", "probability": 0.665771484375}, {"start": 1598.88, "end": 1599.38, "word": " هيشرحهم", "probability": 0.92646484375}, {"start": 1599.38, "end": 1600.04, "word": " بالتفسير", "probability": 0.9107666015625}, {"start": 1600.04, "end": 1601.32, "word": " ال", "probability": 0.736328125}, {"start": 1601.32, "end": 1601.66, "word": " strategy", "probability": 0.91748046875}, {"start": 1601.66, "end": 1601.9, "word": " as", "probability": 0.96435546875}, {"start": 1601.9, "end": 1602.0, "word": " a", "probability": 0.83935546875}, {"start": 1602.0, "end": 1602.2, "word": " plan", "probability": 0.962890625}, {"start": 1602.2, "end": 1602.52, "word": " كلنا", "probability": 0.765380859375}, {"start": 1602.52, "end": 1602.84, "word": " بنشوف", "probability": 0.9694010416666666}, {"start": 1602.84, "end": 1603.74, "word": " الكورة،", "probability": 0.831298828125}, {"start": 1603.74, "end": 1604.1, "word": " الكورة", "probability": 0.97802734375}, {"start": 1604.1, "end": 1604.34, "word": " هذه", "probability": 0.61767578125}, {"start": 1604.34, "end": 1604.6, "word": " كلها", "probability": 0.975830078125}, {"start": 1604.6, "end": 1605.04, "word": " مبنية", "probability": 0.9508056640625}, {"start": 1605.04, "end": 1605.2, "word": " على", "probability": 0.9267578125}, {"start": 1605.2, "end": 1605.48, "word": " خطة", "probability": 0.9951171875}, {"start": 1605.48, "end": 1606.14, "word": " استراتيجية", "probability": 0.9934895833333334}, {"start": 1606.14, "end": 1606.44, "word": " عشان", "probability": 0.9708658854166666}, {"start": 1606.44, "end": 1606.82, "word": " يصل", "probability": 0.93994140625}, {"start": 1606.82, "end": 1607.08, "word": " بال", "probability": 0.91796875}, {"start": 1607.08, "end": 1607.36, "word": " ..", "probability": 0.485107421875}, {"start": 1607.36, "end": 1608.22, "word": " اللاعبين", "probability": 0.9400634765625}, {"start": 1608.22, "end": 1608.74, "word": " للهدف", "probability": 0.9805908203125}], "temperature": 1.0}, {"id": 64, "seek": 163894, "start": 1609.82, "end": 1638.94, "text": "إذن في الـ Code القدم لما نقسم اللاعبين ميمنة وميسرة ووسط ودفاع وهجوم وحرز مرمى وكيف مثلا لو في عنا لاعب ممتاز يمسي ضايق ونحصغيله هذه كلها استراتيجية إذا هم فهموها صح وطبقوها صح بانتصروا الستراتيجي التانية اللي هي زي تموضع كانت زي شركة .. ضرب مثال شركة Apple اللي هي حافظت على اسمها على ال brand كان ال brand هو رسمة لشركة Apple اللي هي تفاحة المأكولة شوية", "tokens": [28814, 8848, 1863, 8978, 2423, 39184, 15549, 25062, 40448, 5296, 15042, 8717, 4587, 38251, 13672, 45761, 3555, 9957, 3714, 1829, 27842, 3660, 4032, 2304, 1829, 3794, 25720, 4032, 41779, 9566, 4032, 3215, 5172, 45761, 4032, 3224, 7435, 20498, 4032, 5016, 2288, 11622, 3714, 2288, 2304, 7578, 4032, 4117, 33911, 50113, 15040, 45164, 8978, 6225, 8315, 20193, 3615, 3555, 3714, 2304, 2655, 31377, 7251, 2304, 3794, 1829, 48812, 47302, 4587, 4032, 1863, 5016, 9381, 17082, 26895, 3224, 29538, 28242, 11296, 44713, 2288, 9307, 1829, 7435, 10632, 11933, 15730, 8032, 2304, 6156, 16095, 2407, 11296, 20328, 5016, 4032, 9566, 3555, 4587, 2407, 11296, 20328, 5016, 4724, 7649, 2655, 9381, 2288, 14407, 2423, 14851, 2288, 9307, 1829, 7435, 1829, 16712, 7649, 10632, 13672, 1829, 39896, 30767, 1829, 46811, 2407, 11242, 3615, 25961, 2655, 30767, 1829, 13412, 31747, 3660, 4386, 48812, 25513, 50113, 6027, 13412, 31747, 3660, 6373, 13672, 1829, 39896, 11331, 31845, 19913, 2655, 15844, 24525, 2304, 11296, 15844, 2423, 3360, 25961, 2423, 3360, 31439, 12602, 38251, 3660, 5296, 8592, 31747, 3660, 6373, 13672, 1829, 39896, 6055, 5172, 39319, 3660, 9673, 10721, 4117, 12610, 3660, 13412, 2407, 10632], "avg_logprob": -0.26545699405413803, "compression_ratio": 1.9807692307692308, "no_speech_prob": 0.0, "words": [{"start": 1609.82, "end": 1610.1, "word": "إذن", "probability": 0.469970703125}, {"start": 1610.1, "end": 1610.26, "word": " في", "probability": 0.8759765625}, {"start": 1610.26, "end": 1610.46, "word": " الـ", "probability": 0.5440673828125}, {"start": 1610.46, "end": 1610.58, "word": " Code", "probability": 0.2208251953125}, {"start": 1610.58, "end": 1610.92, "word": " القدم", "probability": 0.575927734375}, {"start": 1610.92, "end": 1611.14, "word": " لما", "probability": 0.6622314453125}, {"start": 1611.14, "end": 1611.66, "word": " نقسم", "probability": 0.9431966145833334}, {"start": 1611.66, "end": 1612.32, "word": " اللاعبين", "probability": 0.874267578125}, {"start": 1612.32, "end": 1612.82, "word": " ميمنة", "probability": 0.6590576171875}, {"start": 1612.82, "end": 1613.38, "word": " وميسرة", "probability": 0.89619140625}, {"start": 1613.38, "end": 1613.88, "word": " ووسط", "probability": 0.8994140625}, {"start": 1613.88, "end": 1614.42, "word": " ودفاع", "probability": 0.93212890625}, {"start": 1614.42, "end": 1614.94, "word": " وهجوم", "probability": 0.65478515625}, {"start": 1614.94, "end": 1615.44, "word": " وحرز", "probability": 0.568359375}, {"start": 1615.44, "end": 1615.88, "word": " مرمى", "probability": 0.80517578125}, {"start": 1615.88, "end": 1616.94, "word": " وكيف", "probability": 0.8486328125}, {"start": 1616.94, "end": 1617.26, "word": " مثلا", "probability": 0.875244140625}, {"start": 1617.26, "end": 1617.88, "word": " لو", "probability": 0.916015625}, {"start": 1617.88, "end": 1618.1, "word": " في", "probability": 0.87158203125}, {"start": 1618.1, "end": 1618.32, "word": " عنا", "probability": 0.6025390625}, {"start": 1618.32, "end": 1618.8, "word": " لاعب", "probability": 0.8085123697916666}, {"start": 1618.8, "end": 1619.44, "word": " ممتاز", "probability": 0.9423828125}, {"start": 1619.44, "end": 1619.92, "word": " يمسي", "probability": 0.78759765625}, {"start": 1619.92, "end": 1620.12, "word": " ضايق", "probability": 0.7723795572916666}, {"start": 1620.12, "end": 1620.82, "word": " ونحصغيله", "probability": 0.6976143973214286}, {"start": 1620.82, "end": 1621.0, "word": " هذه", "probability": 0.378662109375}, {"start": 1621.0, "end": 1621.22, "word": " كلها", "probability": 0.98876953125}, {"start": 1621.22, "end": 1621.84, "word": " استراتيجية", "probability": 0.931396484375}, {"start": 1621.84, "end": 1622.96, "word": " إذا", "probability": 0.5382080078125}, {"start": 1622.96, "end": 1623.12, "word": " هم", "probability": 0.736572265625}, {"start": 1623.12, "end": 1623.68, "word": " فهموها", "probability": 0.86602783203125}, {"start": 1623.68, "end": 1624.02, "word": " صح", "probability": 0.97998046875}, {"start": 1624.02, "end": 1624.7, "word": " وطبقوها", "probability": 0.9609375}, {"start": 1624.7, "end": 1624.94, "word": " صح", "probability": 0.98779296875}, {"start": 1624.94, "end": 1626.46, "word": " بانتصروا", "probability": 0.6837158203125}, {"start": 1626.46, "end": 1628.06, "word": " الستراتيجي", "probability": 0.6988699776785714}, {"start": 1628.06, "end": 1628.4, "word": " التانية", "probability": 0.8079427083333334}, {"start": 1628.4, "end": 1628.56, "word": " اللي", "probability": 0.84228515625}, {"start": 1628.56, "end": 1628.74, "word": " هي", "probability": 0.95263671875}, {"start": 1628.74, "end": 1628.92, "word": " زي", "probability": 0.9560546875}, {"start": 1628.92, "end": 1629.54, "word": " تموضع", "probability": 0.8912353515625}, {"start": 1629.54, "end": 1629.92, "word": " كانت", "probability": 0.9755859375}, {"start": 1629.92, "end": 1630.06, "word": " زي", "probability": 0.869384765625}, {"start": 1630.06, "end": 1630.44, "word": " شركة", "probability": 0.99462890625}, {"start": 1630.44, "end": 1630.66, "word": " ..", "probability": 0.1453857421875}, {"start": 1630.66, "end": 1630.96, "word": " ضرب", "probability": 0.76416015625}, {"start": 1630.96, "end": 1631.26, "word": " مثال", "probability": 0.90283203125}, {"start": 1631.26, "end": 1631.66, "word": " شركة", "probability": 0.9949544270833334}, {"start": 1631.66, "end": 1631.92, "word": " Apple", "probability": 0.48486328125}, {"start": 1631.92, "end": 1632.2, "word": " اللي", "probability": 0.938232421875}, {"start": 1632.2, "end": 1632.36, "word": " هي", "probability": 0.79736328125}, {"start": 1632.36, "end": 1632.96, "word": " حافظت", "probability": 0.9749755859375}, {"start": 1632.96, "end": 1633.28, "word": " على", "probability": 0.92724609375}, {"start": 1633.28, "end": 1634.02, "word": " اسمها", "probability": 0.9195963541666666}, {"start": 1634.02, "end": 1634.22, "word": " على", "probability": 0.78759765625}, {"start": 1634.22, "end": 1634.4, "word": " ال", "probability": 0.9951171875}, {"start": 1634.4, "end": 1634.72, "word": " brand", "probability": 0.60546875}, {"start": 1634.72, "end": 1634.98, "word": " كان", "probability": 0.97216796875}, {"start": 1634.98, "end": 1635.1, "word": " ال", "probability": 0.99560546875}, {"start": 1635.1, "end": 1635.46, "word": " brand", "probability": 0.92919921875}, {"start": 1635.46, "end": 1635.7, "word": " هو", "probability": 0.9921875}, {"start": 1635.7, "end": 1636.26, "word": " رسمة", "probability": 0.853515625}, {"start": 1636.26, "end": 1636.76, "word": " لشركة", "probability": 0.9261474609375}, {"start": 1636.76, "end": 1637.1, "word": " Apple", "probability": 0.8740234375}, {"start": 1637.1, "end": 1637.38, "word": " اللي", "probability": 0.908203125}, {"start": 1637.38, "end": 1637.48, "word": " هي", "probability": 0.90283203125}, {"start": 1637.48, "end": 1638.1, "word": " تفاحة", "probability": 0.8465576171875}, {"start": 1638.1, "end": 1638.6, "word": " المأكولة", "probability": 0.77314453125}, {"start": 1638.6, "end": 1638.94, "word": " شوية", "probability": 0.9112955729166666}], "temperature": 1.0}, {"id": 65, "seek": 166622, "start": 1640.52, "end": 1666.22, "text": "الان هو هم الذين في عالم تشوف الشعار هم اللي بتوعف ان هدي ع طول مين شرج الجوال اسم هذا طبعا التموضع هنا مش .. يعني مش مصطلح اللي بناخده حرفيا اللي هي المحافظ على الصدار .. البقاء في الصدار المحافظ عليهم زي ما تبقى حكينا من السهل أوصل للقمة اللي تمصها محافظ عليهم فهم وصلوا و ان شاء الله قدرهم محافظين", "tokens": [6027, 7649, 31439, 8032, 2304, 32545, 9957, 8978, 6225, 45340, 6055, 8592, 38688, 25124, 3615, 9640, 8032, 2304, 13672, 1829, 39894, 45367, 5172, 16472, 8032, 16254, 6225, 23032, 12610, 3714, 9957, 13412, 2288, 7435, 25724, 2407, 6027, 24525, 2304, 23758, 23032, 3555, 3615, 995, 16712, 2304, 2407, 11242, 3615, 34105, 37893, 4386, 37495, 22653, 37893, 3714, 9381, 9566, 1211, 5016, 13672, 1829, 44945, 47283, 3215, 3224, 11331, 28480, 25528, 13672, 1829, 39896, 9673, 5016, 31845, 19913, 15844, 31767, 3215, 9640, 4386, 29739, 4587, 16606, 8978, 31767, 3215, 9640, 9673, 5016, 31845, 19913, 25894, 16095, 30767, 1829, 19446, 6055, 3555, 4587, 7578, 11331, 4117, 1829, 8315, 9154, 21136, 3224, 1211, 34051, 36520, 24976, 4587, 46007, 13672, 1829, 46811, 9381, 11296, 3714, 5016, 31845, 19913, 25894, 16095, 6156, 16095, 4032, 36520, 14407, 4032, 16472, 13412, 16606, 21984, 12174, 3215, 2288, 16095, 3714, 5016, 31845, 19913, 9957], "avg_logprob": -0.3114224170816356, "compression_ratio": 2.0736434108527133, "no_speech_prob": 1.6093254089355469e-06, "words": [{"start": 1640.52, "end": 1640.86, "word": "الان", "probability": 0.27093505859375}, {"start": 1640.86, "end": 1640.98, "word": " هو", "probability": 0.52685546875}, {"start": 1640.98, "end": 1641.12, "word": " هم", "probability": 0.67041015625}, {"start": 1641.12, "end": 1641.34, "word": " الذين", "probability": 0.522857666015625}, {"start": 1641.34, "end": 1641.5, "word": " في", "probability": 0.86669921875}, {"start": 1641.5, "end": 1641.78, "word": " عالم", "probability": 0.906494140625}, {"start": 1641.78, "end": 1642.12, "word": " تشوف", "probability": 0.8639322916666666}, {"start": 1642.12, "end": 1642.52, "word": " الشعار", "probability": 0.5745442708333334}, {"start": 1642.52, "end": 1642.62, "word": " هم", "probability": 0.485595703125}, {"start": 1642.62, "end": 1642.7, "word": " اللي", "probability": 0.609619140625}, {"start": 1642.7, "end": 1642.94, "word": " بتوعف", "probability": 0.5804850260416666}, {"start": 1642.94, "end": 1643.06, "word": " ان", "probability": 0.5673828125}, {"start": 1643.06, "end": 1643.22, "word": " هدي", "probability": 0.298828125}, {"start": 1643.22, "end": 1643.34, "word": " ع", "probability": 0.51953125}, {"start": 1643.34, "end": 1643.48, "word": " طول", "probability": 0.6357421875}, {"start": 1643.48, "end": 1643.7, "word": " مين", "probability": 0.6217041015625}, {"start": 1643.7, "end": 1644.0, "word": " شرج", "probability": 0.6134440104166666}, {"start": 1644.0, "end": 1644.4, "word": " الجوال", "probability": 0.8214518229166666}, {"start": 1644.4, "end": 1644.64, "word": " اسم", "probability": 0.84716796875}, {"start": 1644.64, "end": 1644.88, "word": " هذا", "probability": 0.60693359375}, {"start": 1644.88, "end": 1651.4, "word": " طبعا", "probability": 0.9407958984375}, {"start": 1651.4, "end": 1651.86, "word": " التموضع", "probability": 0.7478515625}, {"start": 1651.86, "end": 1652.12, "word": " هنا", "probability": 0.97998046875}, {"start": 1652.12, "end": 1652.58, "word": " مش", "probability": 0.98291015625}, {"start": 1652.58, "end": 1652.84, "word": " ..", "probability": 0.548828125}, {"start": 1652.84, "end": 1653.1, "word": " يعني", "probability": 0.899658203125}, {"start": 1653.1, "end": 1653.26, "word": " مش", "probability": 0.99169921875}, {"start": 1653.26, "end": 1653.68, "word": " مصطلح", "probability": 0.831591796875}, {"start": 1653.68, "end": 1653.76, "word": " اللي", "probability": 0.91064453125}, {"start": 1653.76, "end": 1654.02, "word": " بناخده", "probability": 0.9068603515625}, {"start": 1654.02, "end": 1654.52, "word": " حرفيا", "probability": 0.9734700520833334}, {"start": 1654.52, "end": 1655.48, "word": " اللي", "probability": 0.9423828125}, {"start": 1655.48, "end": 1655.74, "word": " هي", "probability": 0.7861328125}, {"start": 1655.74, "end": 1656.44, "word": " المحافظ", "probability": 0.9669189453125}, {"start": 1656.44, "end": 1656.56, "word": " على", "probability": 0.625}, {"start": 1656.56, "end": 1657.0, "word": " الصدار", "probability": 0.8028971354166666}, {"start": 1657.0, "end": 1657.2, "word": " ..", "probability": 0.4853515625}, {"start": 1657.2, "end": 1657.66, "word": " البقاء", "probability": 0.9767252604166666}, {"start": 1657.66, "end": 1657.82, "word": " في", "probability": 0.978515625}, {"start": 1657.82, "end": 1658.1, "word": " الصدار", "probability": 0.9864908854166666}, {"start": 1658.1, "end": 1658.64, "word": " المحافظ", "probability": 0.907958984375}, {"start": 1658.64, "end": 1659.0, "word": " عليهم", "probability": 0.716552734375}, {"start": 1659.0, "end": 1659.16, "word": " زي", "probability": 0.8271484375}, {"start": 1659.16, "end": 1659.22, "word": " ما", "probability": 0.92041015625}, {"start": 1659.22, "end": 1659.36, "word": " تبقى", "probability": 0.80419921875}, {"start": 1659.36, "end": 1659.78, "word": " حكينا", "probability": 0.94775390625}, {"start": 1659.78, "end": 1661.34, "word": " من", "probability": 0.29052734375}, {"start": 1661.34, "end": 1661.7, "word": " السهل", "probability": 0.9905598958333334}, {"start": 1661.7, "end": 1661.98, "word": " أوصل", "probability": 0.73095703125}, {"start": 1661.98, "end": 1662.34, "word": " للقمة", "probability": 0.8463541666666666}, {"start": 1662.34, "end": 1662.5, "word": " اللي", "probability": 0.5914306640625}, {"start": 1662.5, "end": 1662.86, "word": " تمصها", "probability": 0.4593098958333333}, {"start": 1662.86, "end": 1663.18, "word": " محافظ", "probability": 0.86700439453125}, {"start": 1663.18, "end": 1663.5, "word": " عليهم", "probability": 0.72998046875}, {"start": 1663.5, "end": 1664.62, "word": " فهم", "probability": 0.91162109375}, {"start": 1664.62, "end": 1665.16, "word": " وصلوا", "probability": 0.9075520833333334}, {"start": 1665.16, "end": 1665.34, "word": " و", "probability": 0.9736328125}, {"start": 1665.34, "end": 1665.4, "word": " ان", "probability": 0.525390625}, {"start": 1665.4, "end": 1665.56, "word": " شاء", "probability": 0.913330078125}, {"start": 1665.56, "end": 1665.56, "word": " الله", "probability": 0.96240234375}, {"start": 1665.56, "end": 1665.82, "word": " قدرهم", "probability": 0.70526123046875}, {"start": 1665.82, "end": 1666.22, "word": " محافظين", "probability": 0.90537109375}], "temperature": 1.0}, {"id": 66, "seek": 167864, "start": 1667.58, "end": 1678.64, "text": "الستراتيجية كخدعة هيضرب مثال عليها أو أنا بدي أضرب مثال عليها هو ضرب مثال من الحرب زي مثلا أنا أحكي في السوق أو أطلع أخبار إنه أنا بدي", "tokens": [6027, 14851, 2288, 9307, 1829, 7435, 10632, 9122, 9778, 3215, 27884, 39896, 11242, 25513, 50113, 6027, 25894, 11296, 34051, 41850, 4724, 16254, 5551, 11242, 25513, 50113, 6027, 25894, 11296, 31439, 48812, 25513, 50113, 6027, 9154, 21542, 25513, 30767, 1829, 50113, 15040, 41850, 5551, 5016, 4117, 1829, 8978, 21136, 30543, 34051, 5551, 9566, 1211, 3615, 5551, 9778, 3555, 9640, 36145, 3224, 41850, 4724, 16254], "avg_logprob": -0.13952636299654841, "compression_ratio": 1.7985074626865671, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1667.58, "end": 1668.32, "word": "الستراتيجية", "probability": 0.9260602678571429}, {"start": 1668.32, "end": 1669.04, "word": " كخدعة", "probability": 0.94384765625}, {"start": 1669.04, "end": 1670.08, "word": " هيضرب", "probability": 0.7473958333333334}, {"start": 1670.08, "end": 1670.5, "word": " مثال", "probability": 0.983154296875}, {"start": 1670.5, "end": 1671.06, "word": " عليها", "probability": 0.92236328125}, {"start": 1671.06, "end": 1671.4, "word": " أو", "probability": 0.7412109375}, {"start": 1671.4, "end": 1671.58, "word": " أنا", "probability": 0.759765625}, {"start": 1671.58, "end": 1671.78, "word": " بدي", "probability": 0.5802001953125}, {"start": 1671.78, "end": 1672.02, "word": " أضرب", "probability": 0.8875325520833334}, {"start": 1672.02, "end": 1672.38, "word": " مثال", "probability": 0.9873046875}, {"start": 1672.38, "end": 1672.92, "word": " عليها", "probability": 0.988037109375}, {"start": 1672.92, "end": 1673.36, "word": " هو", "probability": 0.6640625}, {"start": 1673.36, "end": 1673.58, "word": " ضرب", "probability": 0.982421875}, {"start": 1673.58, "end": 1673.86, "word": " مثال", "probability": 0.97998046875}, {"start": 1673.86, "end": 1673.98, "word": " من", "probability": 0.9951171875}, {"start": 1673.98, "end": 1674.32, "word": " الحرب", "probability": 0.99755859375}, {"start": 1674.32, "end": 1674.84, "word": " زي", "probability": 0.76123046875}, {"start": 1674.84, "end": 1675.18, "word": " مثلا", "probability": 0.982666015625}, {"start": 1675.18, "end": 1675.4, "word": " أنا", "probability": 0.69091796875}, {"start": 1675.4, "end": 1675.92, "word": " أحكي", "probability": 0.9627685546875}, {"start": 1675.92, "end": 1676.0, "word": " في", "probability": 0.98486328125}, {"start": 1676.0, "end": 1676.42, "word": " السوق", "probability": 0.976806640625}, {"start": 1676.42, "end": 1676.62, "word": " أو", "probability": 0.9208984375}, {"start": 1676.62, "end": 1677.0, "word": " أطلع", "probability": 0.8858642578125}, {"start": 1677.0, "end": 1677.62, "word": " أخبار", "probability": 0.9874267578125}, {"start": 1677.62, "end": 1678.08, "word": " إنه", "probability": 0.7083740234375}, {"start": 1678.08, "end": 1678.26, "word": " أنا", "probability": 0.91845703125}, {"start": 1678.26, "end": 1678.64, "word": " بدي", "probability": 0.8095703125}], "temperature": 1.0}, {"id": 67, "seek": 170982, "start": 1680.12, "end": 1709.82, "text": "الشعع اه انه انا بدي مثلا اخفض او اعمل sale على منتج معين هيسمعون المنافسين و يروحوا هم يخفضوا قبلي من سعري و بهيك انا بكون خدعتهم هم هيكونوا خسروا و انا مش راح انفذ ال .. ال .. الكلام اللي حكيته بالضبط هو يعني الاستراتيجية حكاها هنا وصفها كخدعة هو هذه الخمسة العالم هذا اه five piece اه النمط", "tokens": [6027, 8592, 3615, 3615, 1975, 3224, 16472, 3224, 1975, 8315, 4724, 16254, 50113, 15040, 1975, 9778, 5172, 11242, 1975, 2407, 1975, 25957, 1211, 8680, 15844, 9154, 2655, 7435, 20449, 9957, 39896, 38251, 3615, 11536, 9673, 8315, 36178, 9957, 4032, 7251, 32887, 5016, 14407, 8032, 2304, 7251, 9778, 5172, 11242, 14407, 12174, 3555, 20292, 9154, 8608, 3615, 16572, 4032, 39627, 1829, 4117, 1975, 8315, 4724, 30544, 16490, 3215, 34268, 16095, 8032, 2304, 39896, 30544, 14407, 16490, 3794, 2288, 14407, 4032, 1975, 8315, 37893, 12602, 39319, 16472, 5172, 8848, 2423, 4386, 2423, 4386, 2423, 28820, 10943, 13672, 1829, 11331, 4117, 36081, 3224, 20666, 11242, 3555, 9566, 31439, 37495, 22653, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 11331, 4117, 995, 11296, 34105, 4032, 9381, 5172, 11296, 9122, 9778, 3215, 27884, 31439, 29538, 33962, 2304, 3794, 3660, 18863, 45340, 23758, 1975, 3224, 1732, 2522, 1975, 3224, 28239, 2304, 9566], "avg_logprob": -0.19884417930694476, "compression_ratio": 1.8545454545454545, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1680.12, "end": 1680.8, "word": "الشعع", "probability": 0.6478271484375}, {"start": 1680.8, "end": 1681.1, "word": " اه", "probability": 0.577392578125}, {"start": 1681.1, "end": 1681.36, "word": " انه", "probability": 0.66162109375}, {"start": 1681.36, "end": 1681.54, "word": " انا", "probability": 0.90380859375}, {"start": 1681.54, "end": 1681.8, "word": " بدي", "probability": 0.76708984375}, {"start": 1681.8, "end": 1682.22, "word": " مثلا", "probability": 0.977294921875}, {"start": 1682.22, "end": 1682.82, "word": " اخفض", "probability": 0.891845703125}, {"start": 1682.82, "end": 1682.98, "word": " او", "probability": 0.943115234375}, {"start": 1682.98, "end": 1683.26, "word": " اعمل", "probability": 0.9567057291666666}, {"start": 1683.26, "end": 1683.48, "word": " sale", "probability": 0.58544921875}, {"start": 1683.48, "end": 1683.64, "word": " على", "probability": 0.75244140625}, {"start": 1683.64, "end": 1684.0, "word": " منتج", "probability": 0.9065755208333334}, {"start": 1684.0, "end": 1684.5, "word": " معين", "probability": 0.986572265625}, {"start": 1684.5, "end": 1685.34, "word": " هيسمعون", "probability": 0.8919677734375}, {"start": 1685.34, "end": 1686.06, "word": " المنافسين", "probability": 0.9510498046875}, {"start": 1686.06, "end": 1686.22, "word": " و", "probability": 0.98095703125}, {"start": 1686.22, "end": 1686.46, "word": " يروحوا", "probability": 0.9036865234375}, {"start": 1686.46, "end": 1686.64, "word": " هم", "probability": 0.885498046875}, {"start": 1686.64, "end": 1687.22, "word": " يخفضوا", "probability": 0.9931640625}, {"start": 1687.22, "end": 1687.66, "word": " قبلي", "probability": 0.8382161458333334}, {"start": 1687.66, "end": 1687.98, "word": " من", "probability": 0.986328125}, {"start": 1687.98, "end": 1688.32, "word": " سعري", "probability": 0.9825846354166666}, {"start": 1688.32, "end": 1688.72, "word": " و", "probability": 0.66845703125}, {"start": 1688.72, "end": 1688.96, "word": " بهيك", "probability": 0.7161458333333334}, {"start": 1688.96, "end": 1689.08, "word": " انا", "probability": 0.880126953125}, {"start": 1689.08, "end": 1689.32, "word": " بكون", "probability": 0.986328125}, {"start": 1689.32, "end": 1689.86, "word": " خدعتهم", "probability": 0.9173583984375}, {"start": 1689.86, "end": 1690.18, "word": " هم", "probability": 0.965576171875}, {"start": 1690.18, "end": 1690.62, "word": " هيكونوا", "probability": 0.9186197916666666}, {"start": 1690.62, "end": 1691.02, "word": " خسروا", "probability": 0.8482666015625}, {"start": 1691.02, "end": 1691.22, "word": " و", "probability": 0.97802734375}, {"start": 1691.22, "end": 1691.44, "word": " انا", "probability": 0.831787109375}, {"start": 1691.44, "end": 1691.66, "word": " مش", "probability": 0.9853515625}, {"start": 1691.66, "end": 1691.8, "word": " راح", "probability": 0.956298828125}, {"start": 1691.8, "end": 1692.38, "word": " انفذ", "probability": 0.6993815104166666}, {"start": 1692.38, "end": 1692.7, "word": " ال", "probability": 0.9609375}, {"start": 1692.7, "end": 1692.76, "word": " ..", "probability": 0.55029296875}, {"start": 1692.76, "end": 1693.08, "word": " ال", "probability": 0.9599609375}, {"start": 1693.08, "end": 1693.18, "word": " ..", "probability": 0.469970703125}, {"start": 1693.18, "end": 1693.36, "word": " الكلام", "probability": 0.9650065104166666}, {"start": 1693.36, "end": 1693.5, "word": " اللي", "probability": 0.83447265625}, {"start": 1693.5, "end": 1693.92, "word": " حكيته", "probability": 0.9903564453125}, {"start": 1693.92, "end": 1695.62, "word": " بالضبط", "probability": 0.65277099609375}, {"start": 1695.62, "end": 1695.88, "word": " هو", "probability": 0.86865234375}, {"start": 1695.88, "end": 1696.4, "word": " يعني", "probability": 0.969970703125}, {"start": 1696.4, "end": 1697.46, "word": " الاستراتيجية", "probability": 0.8704659598214286}, {"start": 1697.46, "end": 1698.0, "word": " حكاها", "probability": 0.843994140625}, {"start": 1698.0, "end": 1698.18, "word": " هنا", "probability": 0.951171875}, {"start": 1698.18, "end": 1698.62, "word": " وصفها", "probability": 0.9564208984375}, {"start": 1698.62, "end": 1701.86, "word": " كخدعة", "probability": 0.9581298828125}, {"start": 1701.86, "end": 1705.02, "word": " هو", "probability": 0.3564453125}, {"start": 1705.02, "end": 1705.26, "word": " هذه", "probability": 0.262939453125}, {"start": 1705.26, "end": 1705.74, "word": " الخمسة", "probability": 0.9527587890625}, {"start": 1705.74, "end": 1706.08, "word": " العالم", "probability": 0.725341796875}, {"start": 1706.08, "end": 1706.5, "word": " هذا", "probability": 0.59814453125}, {"start": 1706.5, "end": 1707.44, "word": " اه", "probability": 0.776611328125}, {"start": 1707.44, "end": 1707.86, "word": " five", "probability": 0.736328125}, {"start": 1707.86, "end": 1708.26, "word": " piece", "probability": 0.302734375}, {"start": 1708.26, "end": 1709.04, "word": " اه", "probability": 0.8857421875}, {"start": 1709.04, "end": 1709.82, "word": " النمط", "probability": 0.966796875}], "temperature": 1.0}, {"id": 68, "seek": 173006, "start": 1714.18, "end": 1730.06, "text": "هذه النمط ان انا اتخذ الاستراتيجية كنمط إدارة في الشركة ان انا كل اشي لازم يكون له بعد استراتيجي ماذا بقى بعد ما ننتج و نظر اخر خطوة تالية؟", "tokens": [3224, 24192, 28239, 2304, 9566, 16472, 1975, 8315, 1975, 2655, 9778, 8848, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 9122, 1863, 2304, 9566, 11933, 3215, 9640, 3660, 8978, 25124, 31747, 3660, 16472, 1975, 8315, 28242, 1975, 8592, 1829, 5296, 31377, 2304, 7251, 30544, 46740, 39182, 44713, 2288, 9307, 1829, 7435, 1829, 3714, 45636, 995, 4724, 4587, 7578, 39182, 19446, 8717, 29399, 7435, 4032, 8717, 19913, 2288, 1975, 34740, 16490, 9566, 2407, 3660, 6055, 6027, 10632, 22807], "avg_logprob": -0.2049512963790398, "compression_ratio": 1.6891891891891893, "no_speech_prob": 0.0, "words": [{"start": 1714.18, "end": 1714.58, "word": "هذه", "probability": 0.794677734375}, {"start": 1714.58, "end": 1714.92, "word": " النمط", "probability": 0.927734375}, {"start": 1714.92, "end": 1715.08, "word": " ان", "probability": 0.2174072265625}, {"start": 1715.08, "end": 1715.36, "word": " انا", "probability": 0.886962890625}, {"start": 1715.36, "end": 1715.88, "word": " اتخذ", "probability": 0.7890625}, {"start": 1715.88, "end": 1717.42, "word": " الاستراتيجية", "probability": 0.8814522879464286}, {"start": 1717.42, "end": 1718.28, "word": " كنمط", "probability": 0.9266357421875}, {"start": 1718.28, "end": 1718.72, "word": " إدارة", "probability": 0.9537353515625}, {"start": 1718.72, "end": 1718.82, "word": " في", "probability": 0.94775390625}, {"start": 1718.82, "end": 1719.36, "word": " الشركة", "probability": 0.9959309895833334}, {"start": 1719.36, "end": 1719.82, "word": " ان", "probability": 0.5283203125}, {"start": 1719.82, "end": 1720.08, "word": " انا", "probability": 0.6251220703125}, {"start": 1720.08, "end": 1720.32, "word": " كل", "probability": 0.95947265625}, {"start": 1720.32, "end": 1720.58, "word": " اشي", "probability": 0.7017415364583334}, {"start": 1720.58, "end": 1720.86, "word": " لازم", "probability": 0.9658203125}, {"start": 1720.86, "end": 1721.1, "word": " يكون", "probability": 0.990478515625}, {"start": 1721.1, "end": 1721.3, "word": " له", "probability": 0.358154296875}, {"start": 1721.3, "end": 1721.56, "word": " بعد", "probability": 0.765625}, {"start": 1721.56, "end": 1723.08, "word": " استراتيجي", "probability": 0.934326171875}, {"start": 1723.08, "end": 1726.96, "word": " ماذا", "probability": 0.8328450520833334}, {"start": 1726.96, "end": 1727.38, "word": " بقى", "probability": 0.7420247395833334}, {"start": 1727.38, "end": 1727.78, "word": " بعد", "probability": 0.91552734375}, {"start": 1727.78, "end": 1727.92, "word": " ما", "probability": 0.82763671875}, {"start": 1727.92, "end": 1728.3, "word": " ننتج", "probability": 0.8974609375}, {"start": 1728.3, "end": 1728.42, "word": " و", "probability": 0.92919921875}, {"start": 1728.42, "end": 1728.74, "word": " نظر", "probability": 0.8102213541666666}, {"start": 1728.74, "end": 1729.08, "word": " اخر", "probability": 0.7666015625}, {"start": 1729.08, "end": 1729.48, "word": " خطوة", "probability": 0.98193359375}, {"start": 1729.48, "end": 1730.06, "word": " تالية؟", "probability": 0.859375}], "temperature": 1.0}, {"id": 69, "seek": 175284, "start": 1734.6, "end": 1752.84, "text": "هذه ك .. كوجهة نظر اللي هي McDonald's طبعا كلنا بس نسمع McDonald's على طول بختر في بالنا أنه الطعام ال .. ال .. السعر مناسب وإمكانية التوصيل سهلة حتى نفسي أقولها في McDonald's برضه بطلع في عجل الإنسان لما يجيب السيارة", "tokens": [3224, 24192, 9122, 4386, 9122, 29245, 3224, 3660, 8717, 19913, 2288, 13672, 1829, 39896, 16889, 311, 23032, 3555, 3615, 995, 28242, 8315, 4724, 3794, 8717, 38251, 3615, 16889, 311, 15844, 23032, 12610, 4724, 46456, 2288, 8978, 20666, 8315, 14739, 3224, 41950, 3615, 10943, 2423, 4386, 2423, 4386, 21136, 3615, 2288, 3714, 8315, 35457, 4032, 28814, 2304, 41361, 10632, 16712, 2407, 9381, 26895, 8608, 3224, 37977, 11331, 49975, 8717, 36178, 1829, 5551, 39648, 11296, 8978, 16889, 311, 4724, 43042, 3224, 4724, 9566, 1211, 3615, 8978, 6225, 7435, 1211, 33688, 1863, 3794, 7649, 5296, 15042, 7251, 7435, 1829, 3555, 21136, 1829, 9640, 3660], "avg_logprob": -0.1917892212376875, "compression_ratio": 1.6376146788990826, "no_speech_prob": 0.0, "words": [{"start": 1734.6, "end": 1735.02, "word": "هذه", "probability": 0.768798828125}, {"start": 1735.02, "end": 1735.26, "word": " ك", "probability": 0.9853515625}, {"start": 1735.26, "end": 1736.1, "word": " ..", "probability": 0.93310546875}, {"start": 1736.1, "end": 1737.26, "word": " كوجهة", "probability": 0.8056640625}, {"start": 1737.26, "end": 1737.7, "word": " نظر", "probability": 0.9943033854166666}, {"start": 1737.7, "end": 1737.9, "word": " اللي", "probability": 0.919921875}, {"start": 1737.9, "end": 1738.12, "word": " هي", "probability": 0.87060546875}, {"start": 1738.12, "end": 1738.74, "word": " McDonald's", "probability": 0.610595703125}, {"start": 1738.74, "end": 1739.04, "word": " طبعا", "probability": 0.958984375}, {"start": 1739.04, "end": 1739.3, "word": " كلنا", "probability": 0.909912109375}, {"start": 1739.3, "end": 1739.46, "word": " بس", "probability": 0.45355224609375}, {"start": 1739.46, "end": 1739.82, "word": " نسمع", "probability": 0.9939778645833334}, {"start": 1739.82, "end": 1740.5, "word": " McDonald's", "probability": 0.822509765625}, {"start": 1740.5, "end": 1740.66, "word": " على", "probability": 0.919921875}, {"start": 1740.66, "end": 1740.9, "word": " طول", "probability": 0.991943359375}, {"start": 1740.9, "end": 1741.22, "word": " بختر", "probability": 0.7810872395833334}, {"start": 1741.22, "end": 1741.34, "word": " في", "probability": 0.83544921875}, {"start": 1741.34, "end": 1741.82, "word": " بالنا", "probability": 0.88330078125}, {"start": 1741.82, "end": 1742.92, "word": " أنه", "probability": 0.761474609375}, {"start": 1742.92, "end": 1743.74, "word": " الطعام", "probability": 0.8580729166666666}, {"start": 1743.74, "end": 1744.22, "word": " ال", "probability": 0.5302734375}, {"start": 1744.22, "end": 1744.36, "word": " ..", "probability": 0.9814453125}, {"start": 1744.36, "end": 1744.78, "word": " ال", "probability": 0.630859375}, {"start": 1744.78, "end": 1744.94, "word": " ..", "probability": 0.7578125}, {"start": 1744.94, "end": 1745.14, "word": " السعر", "probability": 0.99462890625}, {"start": 1745.14, "end": 1745.68, "word": " مناسب", "probability": 0.9557291666666666}, {"start": 1745.68, "end": 1746.24, "word": " وإمكانية", "probability": 0.9005859375}, {"start": 1746.24, "end": 1746.98, "word": " التوصيل", "probability": 0.854248046875}, {"start": 1746.98, "end": 1748.14, "word": " سهلة", "probability": 0.9884440104166666}, {"start": 1748.14, "end": 1748.66, "word": " حتى", "probability": 0.82470703125}, {"start": 1748.66, "end": 1749.02, "word": " نفسي", "probability": 0.8738606770833334}, {"start": 1749.02, "end": 1749.3, "word": " أقولها", "probability": 0.755859375}, {"start": 1749.3, "end": 1749.44, "word": " في", "probability": 0.52734375}, {"start": 1749.44, "end": 1750.06, "word": " McDonald's", "probability": 0.840576171875}, {"start": 1750.06, "end": 1750.4, "word": " برضه", "probability": 0.958984375}, {"start": 1750.4, "end": 1750.98, "word": " بطلع", "probability": 0.9163818359375}, {"start": 1750.98, "end": 1751.28, "word": " في", "probability": 0.8642578125}, {"start": 1751.28, "end": 1751.5, "word": " عجل", "probability": 0.8152669270833334}, {"start": 1751.5, "end": 1752.0, "word": " الإنسان", "probability": 0.9881591796875}, {"start": 1752.0, "end": 1752.18, "word": " لما", "probability": 0.6080322265625}, {"start": 1752.18, "end": 1752.42, "word": " يجيب", "probability": 0.73358154296875}, {"start": 1752.42, "end": 1752.84, "word": " السيارة", "probability": 0.77215576171875}], "temperature": 1.0}, {"id": 70, "seek": 178100, "start": 1754.58, "end": 1781.0, "text": "طبعا هذا summary للأستراتيجية أنه هي عبارة عن تخطيط موضوع في السوق فهم لخدع المنافس وقراءة لنمط تحرك الخصم وتصور في عقل العميل هاي كانت نبذة عن ال استراتيجية طب ليش أقولهم الله البقى طلعت في أخر slide؟ ليش البقى طلعت؟ منيك ولا أنا؟", "tokens": [9566, 3555, 3615, 995, 23758, 12691, 24976, 10721, 14851, 2288, 9307, 1829, 7435, 10632, 14739, 3224, 39896, 6225, 3555, 9640, 3660, 18871, 6055, 9778, 9566, 1829, 9566, 3714, 2407, 11242, 45367, 8978, 21136, 30543, 6156, 16095, 5296, 9778, 3215, 3615, 9673, 8315, 36178, 4032, 4587, 2288, 16606, 3660, 5296, 1863, 2304, 9566, 6055, 5016, 31747, 33962, 9381, 2304, 4032, 2655, 9381, 13063, 8978, 6225, 4587, 1211, 18863, 2304, 26895, 8032, 47302, 25961, 2655, 8717, 3555, 8848, 3660, 18871, 2423, 44713, 2288, 9307, 1829, 7435, 10632, 23032, 3555, 32239, 8592, 5551, 39648, 16095, 21984, 29739, 4587, 7578, 23032, 1211, 34268, 8978, 5551, 34740, 4137, 22807, 32239, 8592, 29739, 4587, 7578, 23032, 1211, 34268, 22807, 9154, 1829, 4117, 49429, 41850, 22807], "avg_logprob": -0.20078124726812044, "compression_ratio": 1.7172995780590716, "no_speech_prob": 0.0, "words": [{"start": 1754.58, "end": 1754.94, "word": "طبعا", "probability": 0.9786376953125}, {"start": 1754.94, "end": 1755.12, "word": " هذا", "probability": 0.57861328125}, {"start": 1755.12, "end": 1755.52, "word": " summary", "probability": 0.87548828125}, {"start": 1755.52, "end": 1756.46, "word": " للأستراتيجية", "probability": 0.8460693359375}, {"start": 1756.46, "end": 1756.74, "word": " أنه", "probability": 0.4677734375}, {"start": 1756.74, "end": 1756.86, "word": " هي", "probability": 0.65576171875}, {"start": 1756.86, "end": 1757.22, "word": " عبارة", "probability": 0.992431640625}, {"start": 1757.22, "end": 1757.42, "word": " عن", "probability": 0.99560546875}, {"start": 1757.42, "end": 1757.92, "word": " تخطيط", "probability": 0.92353515625}, {"start": 1757.92, "end": 1758.34, "word": " موضوع", "probability": 0.9876708984375}, {"start": 1758.34, "end": 1758.5, "word": " في", "probability": 0.97509765625}, {"start": 1758.5, "end": 1758.9, "word": " السوق", "probability": 0.978271484375}, {"start": 1758.9, "end": 1759.26, "word": " فهم", "probability": 0.82958984375}, {"start": 1759.26, "end": 1759.64, "word": " لخدع", "probability": 0.938232421875}, {"start": 1759.64, "end": 1760.18, "word": " المنافس", "probability": 0.9947916666666666}, {"start": 1760.18, "end": 1761.02, "word": " وقراءة", "probability": 0.812548828125}, {"start": 1761.02, "end": 1761.42, "word": " لنمط", "probability": 0.98828125}, {"start": 1761.42, "end": 1761.88, "word": " تحرك", "probability": 0.9695638020833334}, {"start": 1761.88, "end": 1762.4, "word": " الخصم", "probability": 0.809814453125}, {"start": 1762.4, "end": 1763.16, "word": " وتصور", "probability": 0.809814453125}, {"start": 1763.16, "end": 1763.42, "word": " في", "probability": 0.97509765625}, {"start": 1763.42, "end": 1763.88, "word": " عقل", "probability": 0.99658203125}, {"start": 1763.88, "end": 1764.66, "word": " العميل", "probability": 0.9630533854166666}, {"start": 1764.66, "end": 1771.38, "word": " هاي", "probability": 0.5784912109375}, {"start": 1771.38, "end": 1771.74, "word": " كانت", "probability": 0.98046875}, {"start": 1771.74, "end": 1772.24, "word": " نبذة", "probability": 0.70013427734375}, {"start": 1772.24, "end": 1772.82, "word": " عن", "probability": 0.994140625}, {"start": 1772.82, "end": 1773.16, "word": " ال", "probability": 0.51416015625}, {"start": 1773.16, "end": 1773.82, "word": " استراتيجية", "probability": 0.8787841796875}, {"start": 1773.82, "end": 1773.98, "word": " طب", "probability": 0.6568603515625}, {"start": 1773.98, "end": 1774.28, "word": " ليش", "probability": 0.961181640625}, {"start": 1774.28, "end": 1774.86, "word": " أقولهم", "probability": 0.6306966145833334}, {"start": 1774.86, "end": 1775.08, "word": " الله", "probability": 0.83447265625}, {"start": 1775.08, "end": 1775.38, "word": " البقى", "probability": 0.8347981770833334}, {"start": 1775.38, "end": 1775.76, "word": " طلعت", "probability": 0.8209635416666666}, {"start": 1775.76, "end": 1775.92, "word": " في", "probability": 0.873046875}, {"start": 1775.92, "end": 1776.16, "word": " أخر", "probability": 0.7373046875}, {"start": 1776.16, "end": 1777.6, "word": " slide؟", "probability": 0.76806640625}, {"start": 1777.6, "end": 1778.76, "word": " ليش", "probability": 0.80615234375}, {"start": 1778.76, "end": 1779.08, "word": " البقى", "probability": 0.9690755208333334}, {"start": 1779.08, "end": 1780.0, "word": " طلعت؟", "probability": 0.961181640625}, {"start": 1780.0, "end": 1780.54, "word": " منيك", "probability": 0.6822509765625}, {"start": 1780.54, "end": 1780.7, "word": " ولا", "probability": 0.58837890625}, {"start": 1780.7, "end": 1781.0, "word": " أنا؟", "probability": 0.720458984375}], "temperature": 1.0}, {"id": 71, "seek": 180147, "start": 1781.09, "end": 1801.47, "text": "عشان أول ما بدأنا ال slide حكينا عن البقر، عن الجيب والبقر أو الطيران، أه ممكن يعني هي فكرته، هو الدئب أو الأسد بيخطط للفريسة و الفريسة بيخطط كف تحمي نفسها، الأسكة فخطط، هو اللي بيوز، هو اللي بعيش، لإن هو صراع البقار", "tokens": [3615, 8592, 7649, 5551, 12610, 19446, 47525, 10721, 8315, 2423, 4137, 11331, 4117, 1829, 8315, 18871, 29739, 4587, 2288, 12399, 18871, 25724, 1829, 3555, 16070, 3555, 4587, 2288, 34051, 41950, 13546, 7649, 12399, 5551, 3224, 3714, 43020, 37495, 22653, 39896, 6156, 37983, 47395, 12399, 31439, 32748, 19986, 3555, 34051, 16247, 3794, 3215, 4724, 1829, 9778, 9566, 9566, 24976, 5172, 16572, 3794, 3660, 4032, 27188, 16572, 3794, 3660, 4724, 1829, 9778, 9566, 9566, 9122, 5172, 6055, 35571, 1829, 8717, 36178, 11296, 12399, 16247, 3794, 4117, 3660, 6156, 9778, 9566, 9566, 12399, 31439, 13672, 1829, 4724, 1829, 2407, 11622, 12399, 31439, 13672, 1829, 45030, 1829, 8592, 12399, 5296, 28814, 1863, 31439, 20328, 23557, 3615, 29739, 4587, 9640], "avg_logprob": -0.23073814102801785, "compression_ratio": 1.9059405940594059, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1781.09, "end": 1781.55, "word": "عشان", "probability": 0.9724934895833334}, {"start": 1781.55, "end": 1781.85, "word": " أول", "probability": 0.93310546875}, {"start": 1781.85, "end": 1781.99, "word": " ما", "probability": 0.8271484375}, {"start": 1781.99, "end": 1782.27, "word": " بدأنا", "probability": 0.9459635416666666}, {"start": 1782.27, "end": 1782.39, "word": " ال", "probability": 0.87109375}, {"start": 1782.39, "end": 1782.57, "word": " slide", "probability": 0.93017578125}, {"start": 1782.57, "end": 1782.97, "word": " حكينا", "probability": 0.916015625}, {"start": 1782.97, "end": 1783.15, "word": " عن", "probability": 0.99658203125}, {"start": 1783.15, "end": 1783.87, "word": " البقر،", "probability": 0.8150634765625}, {"start": 1783.87, "end": 1783.99, "word": " عن", "probability": 0.74609375}, {"start": 1783.99, "end": 1784.51, "word": " الجيب", "probability": 0.6388346354166666}, {"start": 1784.51, "end": 1785.81, "word": " والبقر", "probability": 0.850341796875}, {"start": 1785.81, "end": 1786.03, "word": " أو", "probability": 0.72607421875}, {"start": 1786.03, "end": 1786.97, "word": " الطيران،", "probability": 0.701324462890625}, {"start": 1786.97, "end": 1787.13, "word": " أه", "probability": 0.61859130859375}, {"start": 1787.13, "end": 1787.53, "word": " ممكن", "probability": 0.987060546875}, {"start": 1787.53, "end": 1787.85, "word": " يعني", "probability": 0.9208984375}, {"start": 1787.85, "end": 1788.07, "word": " هي", "probability": 0.47412109375}, {"start": 1788.07, "end": 1788.79, "word": " فكرته،", "probability": 0.7939453125}, {"start": 1788.79, "end": 1790.61, "word": " هو", "probability": 0.55224609375}, {"start": 1790.61, "end": 1791.39, "word": " الدئب", "probability": 0.8159993489583334}, {"start": 1791.39, "end": 1791.65, "word": " أو", "probability": 0.83544921875}, {"start": 1791.65, "end": 1792.05, "word": " الأسد", "probability": 0.9630533854166666}, {"start": 1792.05, "end": 1792.51, "word": " بيخطط", "probability": 0.804052734375}, {"start": 1792.51, "end": 1793.05, "word": " للفريسة", "probability": 0.93310546875}, {"start": 1793.05, "end": 1793.13, "word": " و", "probability": 0.8349609375}, {"start": 1793.13, "end": 1793.71, "word": " الفريسة", "probability": 0.84735107421875}, {"start": 1793.71, "end": 1794.15, "word": " بيخطط", "probability": 0.9537109375}, {"start": 1794.15, "end": 1794.35, "word": " كف", "probability": 0.57598876953125}, {"start": 1794.35, "end": 1794.65, "word": " تحمي", "probability": 0.9412434895833334}, {"start": 1794.65, "end": 1796.11, "word": " نفسها،", "probability": 0.9193115234375}, {"start": 1796.11, "end": 1796.63, "word": " الأسكة", "probability": 0.753021240234375}, {"start": 1796.63, "end": 1797.79, "word": " فخطط،", "probability": 0.80869140625}, {"start": 1797.79, "end": 1798.29, "word": " هو", "probability": 0.9912109375}, {"start": 1798.29, "end": 1798.47, "word": " اللي", "probability": 0.952880859375}, {"start": 1798.47, "end": 1798.91, "word": " بيوز،", "probability": 0.761181640625}, {"start": 1798.91, "end": 1798.99, "word": " هو", "probability": 0.9931640625}, {"start": 1798.99, "end": 1799.19, "word": " اللي", "probability": 0.993408203125}, {"start": 1799.19, "end": 1800.33, "word": " بعيش،", "probability": 0.7711181640625}, {"start": 1800.33, "end": 1800.55, "word": " لإن", "probability": 0.8030598958333334}, {"start": 1800.55, "end": 1800.61, "word": " هو", "probability": 0.71044921875}, {"start": 1800.61, "end": 1801.05, "word": " صراع", "probability": 0.744140625}, {"start": 1801.05, "end": 1801.47, "word": " البقار", "probability": 0.9471028645833334}], "temperature": 1.0}, {"id": 72, "seek": 182649, "start": 1803.77, "end": 1826.49, "text": "هنفوت على ال .. على مراحل ال .. الاستراتيجية أو اللي هي مراحل الإدارة الاستراتيجية مستويات مستويات levels اللي هي مع استراتيجي levels مستويات الإدارة الاستراتيجية طبعا هذه العليات corporate احنا الإدارة الاستراتيجية بتبدأ من هنا أصلا الإدارة دي المساهمة corporate", "tokens": [3224, 1863, 5172, 35473, 15844, 2423, 4386, 15844, 3714, 23557, 5016, 1211, 2423, 4386, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 34051, 13672, 1829, 39896, 3714, 23557, 5016, 1211, 33688, 3215, 9640, 3660, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 3714, 14851, 45865, 9307, 3714, 14851, 45865, 9307, 4358, 13672, 1829, 39896, 20449, 44713, 2288, 9307, 1829, 7435, 1829, 4358, 3714, 14851, 45865, 9307, 33688, 3215, 9640, 3660, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 23032, 3555, 3615, 995, 29538, 18863, 20292, 9307, 10896, 1975, 5016, 8315, 33688, 3215, 9640, 3660, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 39894, 44510, 10721, 9154, 34105, 5551, 9381, 15040, 33688, 3215, 9640, 3660, 11778, 1829, 9673, 3794, 995, 16095, 3660, 10896], "avg_logprob": -0.1187631283738032, "compression_ratio": 2.443243243243243, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1803.77, "end": 1804.27, "word": "هنفوت", "probability": 0.908447265625}, {"start": 1804.27, "end": 1804.55, "word": " على", "probability": 0.9248046875}, {"start": 1804.55, "end": 1804.99, "word": " ال", "probability": 0.7099609375}, {"start": 1804.99, "end": 1805.65, "word": " ..", "probability": 0.76904296875}, {"start": 1805.65, "end": 1805.97, "word": " على", "probability": 0.86279296875}, {"start": 1805.97, "end": 1806.67, "word": " مراحل", "probability": 0.9561767578125}, {"start": 1806.67, "end": 1807.21, "word": " ال", "probability": 0.8994140625}, {"start": 1807.21, "end": 1807.25, "word": " ..", "probability": 0.7724609375}, {"start": 1807.25, "end": 1808.35, "word": " الاستراتيجية", "probability": 0.8997977120535714}, {"start": 1808.35, "end": 1808.87, "word": " أو", "probability": 0.8583984375}, {"start": 1808.87, "end": 1809.21, "word": " اللي", "probability": 0.915283203125}, {"start": 1809.21, "end": 1809.43, "word": " هي", "probability": 0.93994140625}, {"start": 1809.43, "end": 1809.89, "word": " مراحل", "probability": 0.976806640625}, {"start": 1809.89, "end": 1810.37, "word": " الإدارة", "probability": 0.9654541015625}, {"start": 1810.37, "end": 1811.35, "word": " الاستراتيجية", "probability": 0.974609375}, {"start": 1811.35, "end": 1813.37, "word": " مستويات", "probability": 0.9296875}, {"start": 1813.37, "end": 1814.03, "word": " مستويات", "probability": 0.8822021484375}, {"start": 1814.03, "end": 1814.43, "word": " levels", "probability": 0.322021484375}, {"start": 1814.43, "end": 1814.81, "word": " اللي", "probability": 0.892333984375}, {"start": 1814.81, "end": 1814.95, "word": " هي", "probability": 0.9423828125}, {"start": 1814.95, "end": 1815.13, "word": " مع", "probability": 0.259765625}, {"start": 1815.13, "end": 1815.69, "word": " استراتيجي", "probability": 0.8861490885416666}, {"start": 1815.69, "end": 1816.03, "word": " levels", "probability": 0.95263671875}, {"start": 1816.03, "end": 1816.81, "word": " مستويات", "probability": 0.956787109375}, {"start": 1816.81, "end": 1817.43, "word": " الإدارة", "probability": 0.9881591796875}, {"start": 1817.43, "end": 1818.29, "word": " الاستراتيجية", "probability": 0.9778180803571429}, {"start": 1818.29, "end": 1819.23, "word": " طبعا", "probability": 0.955078125}, {"start": 1819.23, "end": 1819.43, "word": " هذه", "probability": 0.60205078125}, {"start": 1819.43, "end": 1819.97, "word": " العليات", "probability": 0.7864583333333334}, {"start": 1819.97, "end": 1820.43, "word": " corporate", "probability": 0.83837890625}, {"start": 1820.43, "end": 1820.93, "word": " احنا", "probability": 0.8512369791666666}, {"start": 1820.93, "end": 1821.51, "word": " الإدارة", "probability": 0.97802734375}, {"start": 1821.51, "end": 1822.15, "word": " الاستراتيجية", "probability": 0.9896065848214286}, {"start": 1822.15, "end": 1822.53, "word": " بتبدأ", "probability": 0.9611002604166666}, {"start": 1822.53, "end": 1822.67, "word": " من", "probability": 0.99462890625}, {"start": 1822.67, "end": 1822.87, "word": " هنا", "probability": 0.998046875}, {"start": 1822.87, "end": 1823.23, "word": " أصلا", "probability": 0.8639322916666666}, {"start": 1823.23, "end": 1824.85, "word": " الإدارة", "probability": 0.959716796875}, {"start": 1824.85, "end": 1825.29, "word": " دي", "probability": 0.762939453125}, {"start": 1825.29, "end": 1826.17, "word": " المساهمة", "probability": 0.818603515625}, {"start": 1826.17, "end": 1826.49, "word": " corporate", "probability": 0.7138671875}], "temperature": 1.0}, {"id": 73, "seek": 184347, "start": 1828.57, "end": 1843.47, "text": "طبعا ليه استراتيجية يا أخوات؟ قاعدة عامة تبقى عها الإيدالة العليا، هي تصور الإيدالة العليا، عشان أي خطة استراتيجية تجنبليها هي عرف الإيدالة العليا ولا عشانها، اللي بتحكي عن الأهداف العامة صحيح ال business اللي هي الأعمال", "tokens": [9566, 3555, 3615, 995, 32239, 3224, 44713, 2288, 9307, 1829, 7435, 10632, 35186, 5551, 9778, 2407, 9307, 22807, 12174, 995, 22488, 3660, 6225, 10943, 3660, 6055, 3555, 4587, 7578, 6225, 11296, 33688, 25708, 6027, 3660, 18863, 20292, 995, 12399, 39896, 6055, 9381, 13063, 33688, 25708, 6027, 3660, 18863, 20292, 995, 12399, 6225, 8592, 7649, 36632, 16490, 9566, 3660, 44713, 2288, 9307, 1829, 7435, 10632, 6055, 7435, 1863, 3555, 20292, 11296, 39896, 6225, 28480, 33688, 25708, 6027, 3660, 18863, 20292, 995, 49429, 6225, 8592, 7649, 11296, 12399, 13672, 1829, 39894, 5016, 4117, 1829, 18871, 16247, 3224, 28259, 5172, 18863, 10943, 3660, 20328, 5016, 1829, 5016, 2423, 1606, 13672, 1829, 39896, 16247, 25957, 6027], "avg_logprob": -0.22469579224037914, "compression_ratio": 1.9899497487437185, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1828.57, "end": 1828.93, "word": "طبعا", "probability": 0.9588623046875}, {"start": 1828.93, "end": 1829.05, "word": " ليه", "probability": 0.765380859375}, {"start": 1829.05, "end": 1829.63, "word": " استراتيجية", "probability": 0.8375651041666666}, {"start": 1829.63, "end": 1829.83, "word": " يا", "probability": 0.96142578125}, {"start": 1829.83, "end": 1830.27, "word": " أخوات؟", "probability": 0.81513671875}, {"start": 1830.27, "end": 1830.71, "word": " قاعدة", "probability": 0.9847412109375}, {"start": 1830.71, "end": 1831.21, "word": " عامة", "probability": 0.9983723958333334}, {"start": 1831.21, "end": 1831.47, "word": " تبقى", "probability": 0.71282958984375}, {"start": 1831.47, "end": 1831.67, "word": " عها", "probability": 0.56689453125}, {"start": 1831.67, "end": 1832.07, "word": " الإيدالة", "probability": 0.6619873046875}, {"start": 1832.07, "end": 1832.67, "word": " العليا،", "probability": 0.70849609375}, {"start": 1832.67, "end": 1832.75, "word": " هي", "probability": 0.89697265625}, {"start": 1832.75, "end": 1833.19, "word": " تصور", "probability": 0.5741373697916666}, {"start": 1833.19, "end": 1833.51, "word": " الإيدالة", "probability": 0.99267578125}, {"start": 1833.51, "end": 1834.73, "word": " العليا،", "probability": 0.8411865234375}, {"start": 1834.73, "end": 1835.01, "word": " عشان", "probability": 0.9708658854166666}, {"start": 1835.01, "end": 1835.21, "word": " أي", "probability": 0.494140625}, {"start": 1835.21, "end": 1835.59, "word": " خطة", "probability": 0.9654947916666666}, {"start": 1835.59, "end": 1836.07, "word": " استراتيجية", "probability": 0.985107421875}, {"start": 1836.07, "end": 1836.55, "word": " تجنبليها", "probability": 0.7733561197916666}, {"start": 1836.55, "end": 1836.69, "word": " هي", "probability": 0.409912109375}, {"start": 1836.69, "end": 1836.83, "word": " عرف", "probability": 0.455322265625}, {"start": 1836.83, "end": 1837.09, "word": " الإيدالة", "probability": 0.9825439453125}, {"start": 1837.09, "end": 1837.35, "word": " العليا", "probability": 0.9108072916666666}, {"start": 1837.35, "end": 1837.49, "word": " ولا", "probability": 0.39306640625}, {"start": 1837.49, "end": 1838.07, "word": " عشانها،", "probability": 0.6817138671875}, {"start": 1838.07, "end": 1838.13, "word": " اللي", "probability": 0.630859375}, {"start": 1838.13, "end": 1838.55, "word": " بتحكي", "probability": 0.8912353515625}, {"start": 1838.55, "end": 1838.67, "word": " عن", "probability": 0.86083984375}, {"start": 1838.67, "end": 1838.99, "word": " الأهداف", "probability": 0.85009765625}, {"start": 1838.99, "end": 1839.47, "word": " العامة", "probability": 0.9908854166666666}, {"start": 1839.47, "end": 1840.31, "word": " صحيح", "probability": 0.9346923828125}, {"start": 1840.31, "end": 1840.81, "word": " ال", "probability": 0.826171875}, {"start": 1840.81, "end": 1841.35, "word": " business", "probability": 0.94384765625}, {"start": 1841.35, "end": 1841.73, "word": " اللي", "probability": 0.966796875}, {"start": 1841.73, "end": 1842.11, "word": " هي", "probability": 0.92822265625}, {"start": 1842.11, "end": 1843.47, "word": " الأعمال", "probability": 0.9690755208333334}], "temperature": 1.0}, {"id": 74, "seek": 186223, "start": 1844.87, "end": 1862.23, "text": "لما كلنا عارفين إن هم رؤساء الدوائر و الأقصام طبعا هم بيشاركوا و بيساعدوا الإدارة العليا في إنهم يضعوا ال .. ال .. ال .. الأهداف و السياسات ال functional اللي هي التشغيلية الوظيفية الوظيفية و التشغيلية نفس الشيء يعني نفس الشيء", "tokens": [1211, 15042, 28242, 8315, 6225, 9640, 5172, 9957, 36145, 8032, 2304, 12602, 33604, 3794, 16606, 32748, 2407, 16373, 2288, 4032, 16247, 4587, 9381, 10943, 23032, 3555, 3615, 995, 8032, 2304, 4724, 1829, 8592, 9640, 4117, 14407, 4032, 4724, 1829, 3794, 995, 22488, 14407, 33688, 3215, 9640, 3660, 18863, 20292, 995, 8978, 36145, 16095, 7251, 11242, 3615, 14407, 2423, 4386, 2423, 4386, 2423, 4386, 16247, 3224, 28259, 5172, 4032, 21136, 25528, 3794, 9307, 2423, 11745, 13672, 1829, 39896, 16712, 8592, 17082, 26895, 10632, 2423, 2407, 19913, 33911, 10632, 2423, 2407, 19913, 33911, 10632, 4032, 16712, 8592, 17082, 26895, 10632, 8717, 36178, 25124, 1829, 38207, 37495, 22653, 8717, 36178, 25124, 1829, 38207], "avg_logprob": -0.14653716269914094, "compression_ratio": 1.9362745098039216, "no_speech_prob": 9.5367431640625e-07, "words": [{"start": 1844.87, "end": 1845.29, "word": "لما", "probability": 0.4693603515625}, {"start": 1845.29, "end": 1845.73, "word": " كلنا", "probability": 0.833984375}, {"start": 1845.73, "end": 1846.03, "word": " عارفين", "probability": 0.98291015625}, {"start": 1846.03, "end": 1846.13, "word": " إن", "probability": 0.457763671875}, {"start": 1846.13, "end": 1846.27, "word": " هم", "probability": 0.87646484375}, {"start": 1846.27, "end": 1846.75, "word": " رؤساء", "probability": 0.926025390625}, {"start": 1846.75, "end": 1847.33, "word": " الدوائر", "probability": 0.9512939453125}, {"start": 1847.33, "end": 1847.43, "word": " و", "probability": 0.638671875}, {"start": 1847.43, "end": 1847.93, "word": " الأقصام", "probability": 0.9049072265625}, {"start": 1847.93, "end": 1848.25, "word": " طبعا", "probability": 0.85455322265625}, {"start": 1848.25, "end": 1848.49, "word": " هم", "probability": 0.95166015625}, {"start": 1848.49, "end": 1849.11, "word": " بيشاركوا", "probability": 0.9747721354166666}, {"start": 1849.11, "end": 1849.19, "word": " و", "probability": 0.73193359375}, {"start": 1849.19, "end": 1849.75, "word": " بيساعدوا", "probability": 0.9847005208333334}, {"start": 1849.75, "end": 1850.43, "word": " الإدارة", "probability": 0.9827880859375}, {"start": 1850.43, "end": 1851.09, "word": " العليا", "probability": 0.89990234375}, {"start": 1851.09, "end": 1851.35, "word": " في", "probability": 0.77783203125}, {"start": 1851.35, "end": 1851.59, "word": " إنهم", "probability": 0.83642578125}, {"start": 1851.59, "end": 1852.51, "word": " يضعوا", "probability": 0.943359375}, {"start": 1852.51, "end": 1852.71, "word": " ال", "probability": 0.568359375}, {"start": 1852.71, "end": 1852.75, "word": " ..", "probability": 0.86181640625}, {"start": 1852.75, "end": 1853.15, "word": " ال", "probability": 0.8681640625}, {"start": 1853.15, "end": 1853.15, "word": " ..", "probability": 0.96435546875}, {"start": 1853.15, "end": 1853.77, "word": " ال", "probability": 0.75634765625}, {"start": 1853.77, "end": 1853.77, "word": " ..", "probability": 0.791015625}, {"start": 1853.77, "end": 1854.71, "word": " الأهداف", "probability": 0.9656982421875}, {"start": 1854.71, "end": 1854.81, "word": " و", "probability": 0.65673828125}, {"start": 1854.81, "end": 1856.23, "word": " السياسات", "probability": 0.942626953125}, {"start": 1856.23, "end": 1856.61, "word": " ال", "probability": 0.90966796875}, {"start": 1856.61, "end": 1857.15, "word": " functional", "probability": 0.8740234375}, {"start": 1857.15, "end": 1857.47, "word": " اللي", "probability": 0.971923828125}, {"start": 1857.47, "end": 1857.61, "word": " هي", "probability": 0.89208984375}, {"start": 1857.61, "end": 1858.39, "word": " التشغيلية", "probability": 0.98662109375}, {"start": 1858.39, "end": 1859.27, "word": " الوظيفية", "probability": 0.7447021484375}, {"start": 1859.27, "end": 1860.37, "word": " الوظيفية", "probability": 0.861474609375}, {"start": 1860.37, "end": 1860.47, "word": " و", "probability": 0.63623046875}, {"start": 1860.47, "end": 1860.87, "word": " التشغيلية", "probability": 0.8271484375}, {"start": 1860.87, "end": 1861.03, "word": " نفس", "probability": 0.99560546875}, {"start": 1861.03, "end": 1861.35, "word": " الشيء", "probability": 0.9763997395833334}, {"start": 1861.35, "end": 1861.53, "word": " يعني", "probability": 0.818115234375}, {"start": 1861.53, "end": 1861.91, "word": " نفس", "probability": 0.819580078125}, {"start": 1861.91, "end": 1862.23, "word": " الشيء", "probability": 0.9861653645833334}], "temperature": 1.0}, {"id": 75, "seek": 189096, "start": 1862.68, "end": 1890.96, "text": "الوظيفية أو التشغيلية هي اللي بت .. اللي هم الأقسام الصغيرة اللي بتقوم بتنفيذ أنشطة عشان تهدف ل .. ل .. لتحقيق الأهداف ال استراتيجية للمؤسسة الأعمال تهدف لتحقيق أي شيء استراتيجي لو طلعت منيحة عشان تقلت عن مصر طلعت منيحة الألوان فبتلاقي من اللون الأحمر تبع ال corporate تبع اللي هو ال top management لدار العليا ماخد كل مضلة شايف هوان زوايا تحت", "tokens": [6027, 2407, 19913, 33911, 10632, 34051, 16712, 8592, 17082, 26895, 10632, 39896, 13672, 1829, 39894, 4386, 13672, 1829, 8032, 2304, 16247, 4587, 3794, 10943, 31767, 17082, 48923, 13672, 1829, 39894, 4587, 20498, 39894, 1863, 41185, 8848, 14739, 8592, 9566, 3660, 6225, 8592, 7649, 6055, 3224, 3215, 5172, 5296, 4386, 5296, 4386, 5296, 2655, 5016, 38436, 4587, 16247, 3224, 28259, 5172, 2423, 44713, 2288, 9307, 1829, 7435, 10632, 5296, 19528, 33604, 3794, 3794, 3660, 2423, 10721, 25957, 6027, 6055, 3224, 3215, 5172, 5296, 2655, 5016, 38436, 4587, 36632, 44049, 38207, 44713, 2288, 9307, 1829, 7435, 1829, 45164, 23032, 1211, 34268, 9154, 1829, 5016, 3660, 6225, 8592, 7649, 6055, 4587, 1211, 2655, 18871, 3714, 9381, 2288, 23032, 1211, 34268, 9154, 1829, 5016, 3660, 16247, 1211, 2407, 7649, 6156, 3555, 2655, 15040, 38436, 9154, 13672, 11536, 16247, 5016, 29973, 6055, 3555, 3615, 2423, 10896, 6055, 3555, 3615, 13672, 1829, 31439, 2423, 1192, 4592, 5296, 3215, 9640, 18863, 20292, 995, 3714, 47283, 3215, 28242, 3714, 11242, 37977, 13412, 995, 33911, 31439, 7649, 30767, 14407, 25528, 6055, 33753], "avg_logprob": -0.2277298827452221, "compression_ratio": 2.010135135135135, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 1862.68, "end": 1863.44, "word": "الوظيفية", "probability": 0.86943359375}, {"start": 1863.44, "end": 1863.64, "word": " أو", "probability": 0.90283203125}, {"start": 1863.64, "end": 1864.48, "word": " التشغيلية", "probability": 0.95712890625}, {"start": 1864.48, "end": 1864.74, "word": " هي", "probability": 0.65966796875}, {"start": 1864.74, "end": 1864.9, "word": " اللي", "probability": 0.885986328125}, {"start": 1864.9, "end": 1865.1, "word": " بت", "probability": 0.7646484375}, {"start": 1865.1, "end": 1865.34, "word": " ..", "probability": 0.64697265625}, {"start": 1865.34, "end": 1865.74, "word": " اللي", "probability": 0.985595703125}, {"start": 1865.74, "end": 1865.98, "word": " هم", "probability": 0.59716796875}, {"start": 1865.98, "end": 1866.92, "word": " الأقسام", "probability": 0.86077880859375}, {"start": 1866.92, "end": 1867.5, "word": " الصغيرة", "probability": 0.98779296875}, {"start": 1867.5, "end": 1867.96, "word": " اللي", "probability": 0.98193359375}, {"start": 1867.96, "end": 1868.88, "word": " بتقوم", "probability": 0.9571940104166666}, {"start": 1868.88, "end": 1869.52, "word": " بتنفيذ", "probability": 0.8909912109375}, {"start": 1869.52, "end": 1870.14, "word": " أنشطة", "probability": 0.9744873046875}, {"start": 1870.14, "end": 1870.56, "word": " عشان", "probability": 0.9762369791666666}, {"start": 1870.56, "end": 1871.66, "word": " تهدف", "probability": 0.9295654296875}, {"start": 1871.66, "end": 1871.96, "word": " ل", "probability": 0.94140625}, {"start": 1871.96, "end": 1872.4, "word": " ..", "probability": 0.51708984375}, {"start": 1872.4, "end": 1872.68, "word": " ل", "probability": 0.95361328125}, {"start": 1872.68, "end": 1872.68, "word": " ..", "probability": 0.43310546875}, {"start": 1872.68, "end": 1873.34, "word": " لتحقيق", "probability": 0.9591796875}, {"start": 1873.34, "end": 1873.86, "word": " الأهداف", "probability": 0.9921875}, {"start": 1873.86, "end": 1874.04, "word": " ال", "probability": 0.5751953125}, {"start": 1874.04, "end": 1874.66, "word": " استراتيجية", "probability": 0.8908284505208334}, {"start": 1874.66, "end": 1875.38, "word": " للمؤسسة", "probability": 0.936767578125}, {"start": 1875.38, "end": 1876.16, "word": " الأعمال", "probability": 0.7006683349609375}, {"start": 1876.16, "end": 1876.56, "word": " تهدف", "probability": 0.817138671875}, {"start": 1876.56, "end": 1876.92, "word": " لتحقيق", "probability": 0.8275390625}, {"start": 1876.92, "end": 1877.08, "word": " أي", "probability": 0.325439453125}, {"start": 1877.08, "end": 1877.28, "word": " شيء", "probability": 0.5867919921875}, {"start": 1877.28, "end": 1877.68, "word": " استراتيجي", "probability": 0.9903157552083334}, {"start": 1877.68, "end": 1877.82, "word": " لو", "probability": 0.8251953125}, {"start": 1877.82, "end": 1878.24, "word": " طلعت", "probability": 0.986328125}, {"start": 1878.24, "end": 1878.62, "word": " منيحة", "probability": 0.67218017578125}, {"start": 1878.62, "end": 1878.92, "word": " عشان", "probability": 0.8523763020833334}, {"start": 1878.92, "end": 1879.22, "word": " تقلت", "probability": 0.611572265625}, {"start": 1879.22, "end": 1879.34, "word": " عن", "probability": 0.59423828125}, {"start": 1879.34, "end": 1879.42, "word": " مصر", "probability": 0.656982421875}, {"start": 1879.42, "end": 1880.84, "word": " طلعت", "probability": 0.7923177083333334}, {"start": 1880.84, "end": 1881.16, "word": " منيحة", "probability": 0.9761962890625}, {"start": 1881.16, "end": 1881.6, "word": " الألوان", "probability": 0.982666015625}, {"start": 1881.6, "end": 1882.38, "word": " فبتلاقي", "probability": 0.7950927734375}, {"start": 1882.38, "end": 1882.58, "word": " من", "probability": 0.947265625}, {"start": 1882.58, "end": 1882.84, "word": " اللون", "probability": 0.701416015625}, {"start": 1882.84, "end": 1883.44, "word": " الأحمر", "probability": 0.9186197916666666}, {"start": 1883.44, "end": 1883.76, "word": " تبع", "probability": 0.9052734375}, {"start": 1883.76, "end": 1883.9, "word": " ال", "probability": 0.84521484375}, {"start": 1883.9, "end": 1884.28, "word": " corporate", "probability": 0.8681640625}, {"start": 1884.28, "end": 1884.7, "word": " تبع", "probability": 0.9093424479166666}, {"start": 1884.7, "end": 1884.86, "word": " اللي", "probability": 0.98486328125}, {"start": 1884.86, "end": 1885.18, "word": " هو", "probability": 0.99609375}, {"start": 1885.18, "end": 1885.86, "word": " ال", "probability": 0.8408203125}, {"start": 1885.86, "end": 1886.18, "word": " top", "probability": 0.806640625}, {"start": 1886.18, "end": 1887.12, "word": " management", "probability": 0.88818359375}, {"start": 1887.12, "end": 1887.5, "word": " لدار", "probability": 0.5668131510416666}, {"start": 1887.5, "end": 1887.92, "word": " العليا", "probability": 0.6319173177083334}, {"start": 1887.92, "end": 1888.44, "word": " ماخد", "probability": 0.9138997395833334}, {"start": 1888.44, "end": 1888.84, "word": " كل", "probability": 0.99072265625}, {"start": 1888.84, "end": 1889.46, "word": " مضلة", "probability": 0.4938151041666667}, {"start": 1889.46, "end": 1890.04, "word": " شايف", "probability": 0.8961588541666666}, {"start": 1890.04, "end": 1890.32, "word": " هوان", "probability": 0.40673828125}, {"start": 1890.32, "end": 1890.6, "word": " زوايا", "probability": 0.90576171875}, {"start": 1890.6, "end": 1890.96, "word": " تحت", "probability": 0.5843505859375}], "temperature": 1.0}, {"id": 76, "seek": 191967, "start": 1891.87, "end": 1919.67, "text": "إذا الإدارة العليا شاملة لكل مؤسسة بعد كده الإدارة تبع ال business اللي هي استراتيجية الأعمال قلت شوية و بعد كده أخد حاجة اللي هي ال functionality أو الوصيفة أو التشغيل هتاخد حاجة لكن لما نيجي ننجز هذا .. لما .. من .. لما أنجز بأنجز من التشغيل لل business الأعمال الإدارة العليا لكن لما نضع على العكس عليا أعمال functional تفضل يا أستاذة", "tokens": [28814, 15730, 33688, 3215, 9640, 3660, 18863, 20292, 995, 13412, 10943, 37977, 5296, 28820, 3714, 33604, 3794, 3794, 3660, 39182, 9122, 3215, 3224, 33688, 3215, 9640, 3660, 6055, 3555, 3615, 2423, 1606, 13672, 1829, 39896, 44713, 2288, 9307, 1829, 7435, 10632, 16247, 25957, 6027, 12174, 1211, 2655, 13412, 2407, 10632, 4032, 39182, 9122, 3215, 3224, 5551, 9778, 3215, 11331, 26108, 3660, 13672, 1829, 39896, 2423, 14980, 34051, 2423, 2407, 9381, 33911, 3660, 34051, 16712, 8592, 17082, 26895, 8032, 2655, 47283, 3215, 11331, 26108, 3660, 44381, 5296, 15042, 8717, 1829, 7435, 1829, 8717, 1863, 7435, 11622, 23758, 4386, 5296, 15042, 4386, 9154, 4386, 5296, 15042, 5551, 1863, 7435, 11622, 4724, 33456, 7435, 11622, 9154, 16712, 8592, 17082, 26895, 24976, 1606, 16247, 25957, 6027, 33688, 3215, 9640, 3660, 18863, 20292, 995, 44381, 5296, 15042, 8717, 11242, 3615, 15844, 18863, 4117, 3794, 6225, 20292, 995, 5551, 25957, 6027, 11745, 6055, 5172, 11242, 1211, 35186, 5551, 14851, 45636, 3660], "avg_logprob": -0.17487980377597687, "compression_ratio": 2.1520912547528517, "no_speech_prob": 2.086162567138672e-06, "words": [{"start": 1891.87, "end": 1892.15, "word": "إذا", "probability": 0.675537109375}, {"start": 1892.15, "end": 1892.57, "word": " الإدارة", "probability": 0.9918212890625}, {"start": 1892.57, "end": 1892.99, "word": " العليا", "probability": 0.7747395833333334}, {"start": 1892.99, "end": 1893.59, "word": " شاملة", "probability": 0.9549153645833334}, {"start": 1893.59, "end": 1893.91, "word": " لكل", "probability": 0.978515625}, {"start": 1893.91, "end": 1894.65, "word": " مؤسسة", "probability": 0.9927734375}, {"start": 1894.65, "end": 1895.43, "word": " بعد", "probability": 0.5537109375}, {"start": 1895.43, "end": 1895.73, "word": " كده", "probability": 0.9744466145833334}, {"start": 1895.73, "end": 1896.35, "word": " الإدارة", "probability": 0.98583984375}, {"start": 1896.35, "end": 1896.55, "word": " تبع", "probability": 0.7644856770833334}, {"start": 1896.55, "end": 1896.69, "word": " ال", "probability": 0.7900390625}, {"start": 1896.69, "end": 1897.13, "word": " business", "probability": 0.95703125}, {"start": 1897.13, "end": 1897.33, "word": " اللي", "probability": 0.789794921875}, {"start": 1897.33, "end": 1897.47, "word": " هي", "probability": 0.8857421875}, {"start": 1897.47, "end": 1897.99, "word": " استراتيجية", "probability": 0.8604329427083334}, {"start": 1897.99, "end": 1898.57, "word": " الأعمال", "probability": 0.818603515625}, {"start": 1898.57, "end": 1899.13, "word": " قلت", "probability": 0.68359375}, {"start": 1899.13, "end": 1899.53, "word": " شوية", "probability": 0.8958333333333334}, {"start": 1899.53, "end": 1900.83, "word": " و", "probability": 0.344970703125}, {"start": 1900.83, "end": 1901.01, "word": " بعد", "probability": 0.9443359375}, {"start": 1901.01, "end": 1901.27, "word": " كده", "probability": 0.9964192708333334}, {"start": 1901.27, "end": 1901.63, "word": " أخد", "probability": 0.7908528645833334}, {"start": 1901.63, "end": 1901.99, "word": " حاجة", "probability": 0.99365234375}, {"start": 1901.99, "end": 1902.17, "word": " اللي", "probability": 0.96630859375}, {"start": 1902.17, "end": 1902.41, "word": " هي", "probability": 0.88720703125}, {"start": 1902.41, "end": 1902.61, "word": " ال", "probability": 0.87744140625}, {"start": 1902.61, "end": 1902.95, "word": " functionality", "probability": 0.291015625}, {"start": 1902.95, "end": 1903.41, "word": " أو", "probability": 0.9599609375}, {"start": 1903.41, "end": 1904.43, "word": " الوصيفة", "probability": 0.928515625}, {"start": 1904.43, "end": 1904.55, "word": " أو", "probability": 0.96923828125}, {"start": 1904.55, "end": 1905.19, "word": " التشغيل", "probability": 0.9683837890625}, {"start": 1905.19, "end": 1905.67, "word": " هتاخد", "probability": 0.6337890625}, {"start": 1905.67, "end": 1906.05, "word": " حاجة", "probability": 0.9889322916666666}, {"start": 1906.05, "end": 1906.51, "word": " لكن", "probability": 0.80224609375}, {"start": 1906.51, "end": 1906.71, "word": " لما", "probability": 0.937255859375}, {"start": 1906.71, "end": 1906.97, "word": " نيجي", "probability": 0.9735107421875}, {"start": 1906.97, "end": 1907.55, "word": " ننجز", "probability": 0.9647216796875}, {"start": 1907.55, "end": 1908.19, "word": " هذا", "probability": 0.448974609375}, {"start": 1908.19, "end": 1908.63, "word": " ..", "probability": 0.35693359375}, {"start": 1908.63, "end": 1908.79, "word": " لما", "probability": 0.853515625}, {"start": 1908.79, "end": 1909.05, "word": " ..", "probability": 0.5498046875}, {"start": 1909.05, "end": 1909.39, "word": " من", "probability": 0.87890625}, {"start": 1909.39, "end": 1909.51, "word": " ..", "probability": 0.65478515625}, {"start": 1909.51, "end": 1909.63, "word": " لما", "probability": 0.8974609375}, {"start": 1909.63, "end": 1909.99, "word": " أنجز", "probability": 0.84735107421875}, {"start": 1909.99, "end": 1910.43, "word": " بأنجز", "probability": 0.74530029296875}, {"start": 1910.43, "end": 1910.61, "word": " من", "probability": 0.81689453125}, {"start": 1910.61, "end": 1911.37, "word": " التشغيل", "probability": 0.96142578125}, {"start": 1911.37, "end": 1912.03, "word": " لل", "probability": 0.92333984375}, {"start": 1912.03, "end": 1912.53, "word": " business", "probability": 0.97119140625}, {"start": 1912.53, "end": 1913.17, "word": " الأعمال", "probability": 0.90087890625}, {"start": 1913.17, "end": 1913.63, "word": " الإدارة", "probability": 0.8660888671875}, {"start": 1913.63, "end": 1913.93, "word": " العليا", "probability": 0.9083658854166666}, {"start": 1913.93, "end": 1914.71, "word": " لكن", "probability": 0.92333984375}, {"start": 1914.71, "end": 1914.93, "word": " لما", "probability": 0.9619140625}, {"start": 1914.93, "end": 1915.21, "word": " نضع", "probability": 0.9420572916666666}, {"start": 1915.21, "end": 1915.33, "word": " على", "probability": 0.4072265625}, {"start": 1915.33, "end": 1915.79, "word": " العكس", "probability": 0.9734700520833334}, {"start": 1915.79, "end": 1917.19, "word": " عليا", "probability": 0.7671712239583334}, {"start": 1917.19, "end": 1917.83, "word": " أعمال", "probability": 0.8917643229166666}, {"start": 1917.83, "end": 1918.33, "word": " functional", "probability": 0.4765625}, {"start": 1918.33, "end": 1919.15, "word": " تفضل", "probability": 0.842529296875}, {"start": 1919.15, "end": 1919.23, "word": " يا", "probability": 0.98486328125}, {"start": 1919.23, "end": 1919.67, "word": " أستاذة", "probability": 0.9351806640625}], "temperature": 1.0}, {"id": 77, "seek": 195143, "start": 1922.09, "end": 1951.43, "text": "أذن هذا الكلام اللي توي حكناه إنه مستوى استراتيجية المنظمة إنه في هذا المستوى أصلا بتم صياغة الرسالة للمنظمة والرؤية والأهداف اللي إحنا محتاجين نحققها للمؤسسة المستوى التاني استراتيجية الأعمال هذا اللي أنا بنفذ فيه أو بوزع فيه الشغل طبعا على باقي الأقسام والدوائر عشان ينفذوا الإدارة الاستراتيجية", "tokens": [10721, 8848, 1863, 23758, 2423, 28820, 10943, 13672, 1829, 6055, 45865, 11331, 4117, 8315, 3224, 36145, 3224, 3714, 14851, 2407, 7578, 44713, 2288, 9307, 1829, 7435, 10632, 9673, 1863, 19913, 46007, 36145, 3224, 8978, 23758, 9673, 14851, 2407, 7578, 5551, 9381, 15040, 39894, 2304, 20328, 1829, 5718, 118, 3660, 34892, 3794, 6027, 3660, 5296, 19528, 1863, 19913, 46007, 16070, 2288, 33604, 10632, 16070, 10721, 3224, 28259, 5172, 13672, 1829, 11933, 5016, 8315, 3714, 33753, 26108, 9957, 8717, 5016, 4587, 4587, 11296, 5296, 19528, 33604, 3794, 3794, 3660, 9673, 14851, 2407, 7578, 16712, 7649, 1829, 44713, 2288, 9307, 1829, 7435, 10632, 16247, 25957, 6027, 23758, 13672, 1829, 41850, 44945, 5172, 8848, 8978, 3224, 34051, 4724, 2407, 11622, 3615, 8978, 3224, 25124, 17082, 1211, 23032, 3555, 3615, 995, 15844, 4724, 995, 38436, 16247, 4587, 3794, 10943, 16070, 3215, 2407, 16373, 2288, 6225, 8592, 7649, 7251, 1863, 5172, 8848, 14407, 33688, 3215, 9640, 3660, 42963, 14851, 2288, 9307, 1829, 7435, 10632], "avg_logprob": -0.12254323852512072, "compression_ratio": 2.2064777327935223, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1922.09, "end": 1922.45, "word": "أذن", "probability": 0.580810546875}, {"start": 1922.45, "end": 1922.65, "word": " هذا", "probability": 0.77490234375}, {"start": 1922.65, "end": 1922.99, "word": " الكلام", "probability": 0.9049479166666666}, {"start": 1922.99, "end": 1923.13, "word": " اللي", "probability": 0.79736328125}, {"start": 1923.13, "end": 1923.41, "word": " توي", "probability": 0.5146484375}, {"start": 1923.41, "end": 1923.95, "word": " حكناه", "probability": 0.8338623046875}, {"start": 1923.95, "end": 1924.11, "word": " إنه", "probability": 0.4000244140625}, {"start": 1924.11, "end": 1924.51, "word": " مستوى", "probability": 0.93701171875}, {"start": 1924.51, "end": 1925.19, "word": " استراتيجية", "probability": 0.9619140625}, {"start": 1925.19, "end": 1925.95, "word": " المنظمة", "probability": 0.9901123046875}, {"start": 1925.95, "end": 1930.69, "word": " إنه", "probability": 0.7724609375}, {"start": 1930.69, "end": 1930.79, "word": " في", "probability": 0.97607421875}, {"start": 1930.79, "end": 1931.01, "word": " هذا", "probability": 0.96044921875}, {"start": 1931.01, "end": 1931.53, "word": " المستوى", "probability": 0.9873046875}, {"start": 1931.53, "end": 1931.87, "word": " أصلا", "probability": 0.9729817708333334}, {"start": 1931.87, "end": 1932.25, "word": " بتم", "probability": 0.7802734375}, {"start": 1932.25, "end": 1932.77, "word": " صياغة", "probability": 0.90986328125}, {"start": 1932.77, "end": 1933.73, "word": " الرسالة", "probability": 0.9840087890625}, {"start": 1933.73, "end": 1934.53, "word": " للمنظمة", "probability": 0.9044921875}, {"start": 1934.53, "end": 1935.21, "word": " والرؤية", "probability": 0.7484130859375}, {"start": 1935.21, "end": 1936.05, "word": " والأهداف", "probability": 0.93310546875}, {"start": 1936.05, "end": 1936.35, "word": " اللي", "probability": 0.955810546875}, {"start": 1936.35, "end": 1936.73, "word": " إحنا", "probability": 0.7454427083333334}, {"start": 1936.73, "end": 1937.13, "word": " محتاجين", "probability": 0.990966796875}, {"start": 1937.13, "end": 1937.69, "word": " نحققها", "probability": 0.843115234375}, {"start": 1937.69, "end": 1938.47, "word": " للمؤسسة", "probability": 0.9197591145833334}, {"start": 1938.47, "end": 1939.37, "word": " المستوى", "probability": 0.920166015625}, {"start": 1939.37, "end": 1939.65, "word": " التاني", "probability": 0.9168294270833334}, {"start": 1939.65, "end": 1940.41, "word": " استراتيجية", "probability": 0.9672037760416666}, {"start": 1940.41, "end": 1941.07, "word": " الأعمال", "probability": 0.9832356770833334}, {"start": 1941.07, "end": 1941.45, "word": " هذا", "probability": 0.7119140625}, {"start": 1941.45, "end": 1941.83, "word": " اللي", "probability": 0.984375}, {"start": 1941.83, "end": 1942.13, "word": " أنا", "probability": 0.966796875}, {"start": 1942.13, "end": 1942.79, "word": " بنفذ", "probability": 0.8580729166666666}, {"start": 1942.79, "end": 1943.31, "word": " فيه", "probability": 0.987060546875}, {"start": 1943.31, "end": 1943.67, "word": " أو", "probability": 0.984375}, {"start": 1943.67, "end": 1944.37, "word": " بوزع", "probability": 0.9295654296875}, {"start": 1944.37, "end": 1944.63, "word": " فيه", "probability": 0.99072265625}, {"start": 1944.63, "end": 1945.01, "word": " الشغل", "probability": 0.9791666666666666}, {"start": 1945.01, "end": 1945.31, "word": " طبعا", "probability": 0.9129638671875}, {"start": 1945.31, "end": 1945.53, "word": " على", "probability": 0.822265625}, {"start": 1945.53, "end": 1945.93, "word": " باقي", "probability": 0.9158528645833334}, {"start": 1945.93, "end": 1946.91, "word": " الأقسام", "probability": 0.9827880859375}, {"start": 1946.91, "end": 1948.69, "word": " والدوائر", "probability": 0.8890625}, {"start": 1948.69, "end": 1949.41, "word": " عشان", "probability": 0.9462890625}, {"start": 1949.41, "end": 1949.99, "word": " ينفذوا", "probability": 0.97333984375}, {"start": 1949.99, "end": 1950.51, "word": " الإدارة", "probability": 0.9853515625}, {"start": 1950.51, "end": 1951.43, "word": " الاستراتيجية", "probability": 0.9275948660714286}], "temperature": 1.0}, {"id": 78, "seek": 197618, "start": 1952.3, "end": 1976.18, "text": "بقى الإدارة العلية طبعا، إدارة ال business تبدأ في التنفيذ، الإدارة الوظيفية تبدأ في تنفيذ التنفيذ، اللي هو التفاصيل وهي طبعا اللي هي الإدارة اللي على المستوى الوظيفي، أنا مابسأل التفاصيل، يعني أنا باخد أوامر وبنفذ، مش بضروري أعرف أنا ليش بشتغل هيك، تدرج الاستراتيجية هذا كمان", "tokens": [3555, 4587, 7578, 33688, 3215, 9640, 3660, 18863, 1211, 10632, 23032, 3555, 3615, 995, 12399, 11933, 3215, 9640, 3660, 2423, 1606, 6055, 44510, 10721, 8978, 16712, 1863, 41185, 8848, 12399, 33688, 3215, 9640, 3660, 2423, 2407, 19913, 33911, 10632, 6055, 44510, 10721, 8978, 6055, 1863, 41185, 8848, 16712, 1863, 41185, 8848, 12399, 13672, 1829, 31439, 16712, 5172, 33546, 26895, 37037, 1829, 23032, 3555, 3615, 995, 13672, 1829, 39896, 33688, 3215, 9640, 3660, 13672, 1829, 15844, 9673, 14851, 2407, 7578, 2423, 2407, 19913, 33911, 1829, 12399, 41850, 19446, 3555, 3794, 10721, 1211, 16712, 5172, 33546, 26895, 12399, 37495, 22653, 41850, 4724, 47283, 3215, 34051, 10943, 2288, 46599, 1863, 5172, 8848, 12399, 37893, 4724, 11242, 2288, 13063, 1829, 5551, 3615, 28480, 41850, 32239, 8592, 4724, 8592, 2655, 17082, 1211, 39896, 4117, 12399, 6055, 3215, 2288, 7435, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 23758, 9122, 2304, 7649], "avg_logprob": -0.20258989032000713, "compression_ratio": 2.119148936170213, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1952.3000000000002, "end": 1953.14, "word": "بقى", "probability": 0.5363362630208334}, {"start": 1953.14, "end": 1953.52, "word": " الإدارة", "probability": 0.9853515625}, {"start": 1953.52, "end": 1953.78, "word": " العلية", "probability": 0.5965169270833334}, {"start": 1953.78, "end": 1955.02, "word": " طبعا،", "probability": 0.740869140625}, {"start": 1955.02, "end": 1955.48, "word": " إدارة", "probability": 0.977294921875}, {"start": 1955.48, "end": 1955.58, "word": " ال", "probability": 0.9580078125}, {"start": 1955.58, "end": 1956.0, "word": " business", "probability": 0.5673828125}, {"start": 1956.0, "end": 1958.1, "word": " تبدأ", "probability": 0.8091634114583334}, {"start": 1958.1, "end": 1958.18, "word": " في", "probability": 0.8662109375}, {"start": 1958.18, "end": 1958.88, "word": " التنفيذ،", "probability": 0.90068359375}, {"start": 1958.88, "end": 1959.2, "word": " الإدارة", "probability": 0.8980712890625}, {"start": 1959.2, "end": 1959.62, "word": " الوظيفية", "probability": 0.9400390625}, {"start": 1959.62, "end": 1959.9, "word": " تبدأ", "probability": 0.9767252604166666}, {"start": 1959.9, "end": 1960.02, "word": " في", "probability": 0.6015625}, {"start": 1960.02, "end": 1960.32, "word": " تنفيذ", "probability": 0.8671875}, {"start": 1960.32, "end": 1961.32, "word": " التنفيذ،", "probability": 0.9107421875}, {"start": 1961.32, "end": 1961.42, "word": " اللي", "probability": 0.60333251953125}, {"start": 1961.42, "end": 1961.52, "word": " هو", "probability": 0.90869140625}, {"start": 1961.52, "end": 1962.02, "word": " التفاصيل", "probability": 0.8785400390625}, {"start": 1962.02, "end": 1963.44, "word": " وهي", "probability": 0.6240234375}, {"start": 1963.44, "end": 1963.76, "word": " طبعا", "probability": 0.9599609375}, {"start": 1963.76, "end": 1963.96, "word": " اللي", "probability": 0.949462890625}, {"start": 1963.96, "end": 1964.12, "word": " هي", "probability": 0.9501953125}, {"start": 1964.12, "end": 1964.64, "word": " الإدارة", "probability": 0.9951171875}, {"start": 1964.64, "end": 1964.8, "word": " اللي", "probability": 0.84912109375}, {"start": 1964.8, "end": 1965.5, "word": " على", "probability": 0.59228515625}, {"start": 1965.5, "end": 1966.08, "word": " المستوى", "probability": 0.9287109375}, {"start": 1966.08, "end": 1966.78, "word": " الوظيفي،", "probability": 0.9173990885416666}, {"start": 1966.78, "end": 1966.88, "word": " أنا", "probability": 0.9501953125}, {"start": 1966.88, "end": 1967.48, "word": " مابسأل", "probability": 0.88876953125}, {"start": 1967.48, "end": 1968.28, "word": " التفاصيل،", "probability": 0.90869140625}, {"start": 1968.28, "end": 1968.38, "word": " يعني", "probability": 0.9365234375}, {"start": 1968.38, "end": 1968.58, "word": " أنا", "probability": 0.91943359375}, {"start": 1968.58, "end": 1968.94, "word": " باخد", "probability": 0.9671223958333334}, {"start": 1968.94, "end": 1969.56, "word": " أوامر", "probability": 0.97900390625}, {"start": 1969.56, "end": 1970.7, "word": " وبنفذ،", "probability": 0.6096435546875}, {"start": 1970.7, "end": 1971.24, "word": " مش", "probability": 0.90380859375}, {"start": 1971.24, "end": 1971.68, "word": " بضروري", "probability": 0.870068359375}, {"start": 1971.68, "end": 1972.1, "word": " أعرف", "probability": 0.9435221354166666}, {"start": 1972.1, "end": 1972.36, "word": " أنا", "probability": 0.81884765625}, {"start": 1972.36, "end": 1973.1, "word": " ليش", "probability": 0.82275390625}, {"start": 1973.1, "end": 1973.52, "word": " بشتغل", "probability": 0.97724609375}, {"start": 1973.52, "end": 1974.32, "word": " هيك،", "probability": 0.6670735677083334}, {"start": 1974.32, "end": 1974.74, "word": " تدرج", "probability": 0.8472900390625}, {"start": 1974.74, "end": 1975.52, "word": " الاستراتيجية", "probability": 0.8568638392857143}, {"start": 1975.52, "end": 1975.78, "word": " هذا", "probability": 0.367919921875}, {"start": 1975.78, "end": 1976.18, "word": " كمان", "probability": 0.9908854166666666}], "temperature": 1.0}, {"id": 79, "seek": 200661, "start": 1983.55, "end": 2006.61, "text": "هو ليش عارف أسألك؟ ماشي، كده زي ما انت شايفه، تفاصيل، واضح؟ تفاصيل اشتراك المباشرة عشرة يومية لهذه الوضع، ده الواضح اللي بديني عام، بعدين خاص، بعدين أخص لخص، نبدأ كبير، بعدين أصغر، بعدين أصغر واحد، نفس الفكرة، تفضلي", "tokens": [3224, 2407, 32239, 8592, 6225, 9640, 5172, 5551, 3794, 10721, 23275, 22807, 3714, 33599, 1829, 12399, 9122, 3215, 3224, 30767, 1829, 19446, 16472, 2655, 13412, 995, 33911, 3224, 12399, 6055, 5172, 33546, 26895, 12399, 4032, 46958, 5016, 22807, 6055, 5172, 33546, 26895, 1975, 8592, 2655, 23557, 4117, 9673, 3555, 33599, 25720, 6225, 8592, 25720, 7251, 20498, 10632, 46740, 24192, 2423, 2407, 11242, 3615, 12399, 11778, 3224, 2423, 2407, 46958, 5016, 13672, 1829, 47525, 9957, 1829, 6225, 10943, 12399, 39182, 9957, 16490, 33546, 12399, 39182, 9957, 5551, 9778, 9381, 5296, 9778, 9381, 12399, 8717, 44510, 10721, 9122, 3555, 13546, 12399, 39182, 9957, 5551, 9381, 17082, 2288, 12399, 39182, 9957, 5551, 9381, 17082, 2288, 36764, 24401, 12399, 8717, 36178, 27188, 4117, 25720, 12399, 6055, 5172, 11242, 20292], "avg_logprob": -0.22023809807641165, "compression_ratio": 1.97979797979798, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1983.55, "end": 1983.81, "word": "هو", "probability": 0.919189453125}, {"start": 1983.81, "end": 1983.99, "word": " ليش", "probability": 0.943359375}, {"start": 1983.99, "end": 1984.25, "word": " عارف", "probability": 0.4798990885416667}, {"start": 1984.25, "end": 1985.25, "word": " أسألك؟", "probability": 0.777099609375}, {"start": 1985.25, "end": 1986.09, "word": " ماشي،", "probability": 0.8121337890625}, {"start": 1986.09, "end": 1986.29, "word": " كده", "probability": 0.7036946614583334}, {"start": 1986.29, "end": 1986.47, "word": " زي", "probability": 0.908935546875}, {"start": 1986.47, "end": 1986.55, "word": " ما", "probability": 0.958984375}, {"start": 1986.55, "end": 1986.65, "word": " انت", "probability": 0.697021484375}, {"start": 1986.65, "end": 1987.05, "word": " شايفه،", "probability": 0.75439453125}, {"start": 1987.05, "end": 1988.61, "word": " تفاصيل،", "probability": 0.92529296875}, {"start": 1988.61, "end": 1989.67, "word": " واضح؟", "probability": 0.9525146484375}, {"start": 1989.67, "end": 1990.49, "word": " تفاصيل", "probability": 0.9810791015625}, {"start": 1990.49, "end": 1990.87, "word": " اشتراك", "probability": 0.793798828125}, {"start": 1990.87, "end": 1991.31, "word": " المباشرة", "probability": 0.8607177734375}, {"start": 1991.31, "end": 1991.63, "word": " عشرة", "probability": 0.5933430989583334}, {"start": 1991.63, "end": 1991.91, "word": " يومية", "probability": 0.6690266927083334}, {"start": 1991.91, "end": 1992.33, "word": " لهذه", "probability": 0.707763671875}, {"start": 1992.33, "end": 1993.27, "word": " الوضع،", "probability": 0.764599609375}, {"start": 1993.27, "end": 1993.67, "word": " ده", "probability": 0.58062744140625}, {"start": 1993.67, "end": 1994.01, "word": " الواضح", "probability": 0.89111328125}, {"start": 1994.01, "end": 1994.15, "word": " اللي", "probability": 0.908203125}, {"start": 1994.15, "end": 1994.47, "word": " بديني", "probability": 0.6212565104166666}, {"start": 1994.47, "end": 1995.95, "word": " عام،", "probability": 0.9366861979166666}, {"start": 1995.95, "end": 1996.47, "word": " بعدين", "probability": 0.9072265625}, {"start": 1996.47, "end": 1997.85, "word": " خاص،", "probability": 0.9830729166666666}, {"start": 1997.85, "end": 1998.23, "word": " بعدين", "probability": 0.889892578125}, {"start": 1998.23, "end": 1998.55, "word": " أخص", "probability": 0.9104817708333334}, {"start": 1998.55, "end": 2000.15, "word": " لخص،", "probability": 0.74658203125}, {"start": 2000.15, "end": 2000.75, "word": " نبدأ", "probability": 0.784912109375}, {"start": 2000.75, "end": 2003.05, "word": " كبير،", "probability": 0.9658203125}, {"start": 2003.05, "end": 2003.33, "word": " بعدين", "probability": 0.89501953125}, {"start": 2003.33, "end": 2003.95, "word": " أصغر،", "probability": 0.981640625}, {"start": 2003.95, "end": 2004.15, "word": " بعدين", "probability": 0.9052734375}, {"start": 2004.15, "end": 2004.39, "word": " أصغر", "probability": 0.99072265625}, {"start": 2004.39, "end": 2005.03, "word": " واحد،", "probability": 0.9806315104166666}, {"start": 2005.03, "end": 2005.21, "word": " نفس", "probability": 0.997802734375}, {"start": 2005.21, "end": 2006.19, "word": " الفكرة،", "probability": 0.929443359375}, {"start": 2006.19, "end": 2006.61, "word": " تفضلي", "probability": 0.8609619140625}], "temperature": 1.0}, {"id": 80, "seek": 201546, "start": 2007.36, "end": 2015.46, "text": "خلّيني أذكركم نساء العلاقة للأستراتيجية مثلا عندي في الشغل استراتيجية الانرواه كانت من 2016", "tokens": [9778, 1211, 11703, 9957, 1829, 5551, 8848, 37983, 24793, 8717, 3794, 16606, 18863, 15040, 28671, 24976, 10721, 14851, 2288, 9307, 1829, 7435, 10632, 50113, 15040, 18871, 16254, 8978, 25124, 17082, 1211, 44713, 2288, 9307, 1829, 7435, 10632, 2423, 7649, 2288, 14407, 3224, 25961, 2655, 9154, 6549], "avg_logprob": -0.24767286980405767, "compression_ratio": 1.3636363636363635, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2007.36, "end": 2007.98, "word": "خلّيني", "probability": 0.848095703125}, {"start": 2007.98, "end": 2008.54, "word": " أذكركم", "probability": 0.9266357421875}, {"start": 2008.54, "end": 2008.94, "word": " نساء", "probability": 0.6846516927083334}, {"start": 2008.94, "end": 2009.52, "word": " العلاقة", "probability": 0.708251953125}, {"start": 2009.52, "end": 2010.76, "word": " للأستراتيجية", "probability": 0.86199951171875}, {"start": 2010.76, "end": 2011.4, "word": " مثلا", "probability": 0.76123046875}, {"start": 2011.4, "end": 2011.68, "word": " عندي", "probability": 0.91552734375}, {"start": 2011.68, "end": 2011.78, "word": " في", "probability": 0.96630859375}, {"start": 2011.78, "end": 2012.28, "word": " الشغل", "probability": 0.9881184895833334}, {"start": 2012.28, "end": 2013.5, "word": " استراتيجية", "probability": 0.9346516927083334}, {"start": 2013.5, "end": 2014.24, "word": " الانرواه", "probability": 0.5457275390625}, {"start": 2014.24, "end": 2014.66, "word": " كانت", "probability": 0.984375}, {"start": 2014.66, "end": 2014.78, "word": " من", "probability": 0.986328125}, {"start": 2014.78, "end": 2015.46, "word": " 2016", "probability": 0.90673828125}], "temperature": 1.0}, {"id": 81, "seek": 203926, "start": 2017.24, "end": 2039.26, "text": "Okay الاستراتيجية كانت عندي في المؤسسة إحدى المؤسسات إلها استراتيجية أيه؟ إحدى المؤسسات إلها استراتيجية من 2016 ل2020 اللي هي تمكين النساء إيش يعني تمكين النساء؟ إنه إحنا نعطيهم فرص في ال .. ال .. الإدارة فرص في الوظائف العليا وعلى هذا الأساس ال .. ال .. ال ..", "tokens": [8297, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 25961, 2655, 18871, 16254, 8978, 9673, 33604, 3794, 3794, 3660, 11933, 24401, 7578, 9673, 33604, 3794, 3794, 9307, 11933, 1211, 11296, 44713, 2288, 9307, 1829, 7435, 10632, 36632, 3224, 22807, 11933, 24401, 7578, 9673, 33604, 3794, 3794, 9307, 11933, 1211, 11296, 44713, 2288, 9307, 1829, 7435, 10632, 9154, 6549, 5296, 23095, 13672, 1829, 39896, 46811, 4117, 9957, 28239, 3794, 16606, 11933, 1829, 8592, 37495, 22653, 46811, 4117, 9957, 28239, 3794, 16606, 22807, 36145, 3224, 11933, 5016, 8315, 8717, 3615, 9566, 1829, 16095, 6156, 2288, 9381, 8978, 2423, 4386, 2423, 4386, 33688, 3215, 9640, 3660, 6156, 2288, 9381, 8978, 2423, 2407, 19913, 16373, 5172, 18863, 20292, 995, 4032, 3615, 23942, 23758, 16247, 3794, 32277, 2423, 4386, 2423, 4386, 2423, 4386], "avg_logprob": -0.12359618791379035, "compression_ratio": 2.1634615384615383, "no_speech_prob": 7.748603820800781e-07, "words": [{"start": 2017.24, "end": 2017.64, "word": "Okay", "probability": 0.94873046875}, {"start": 2017.64, "end": 2018.48, "word": " الاستراتيجية", "probability": 0.8575962611607143}, {"start": 2018.48, "end": 2018.76, "word": " كانت", "probability": 0.98681640625}, {"start": 2018.76, "end": 2018.98, "word": " عندي", "probability": 0.901611328125}, {"start": 2018.98, "end": 2019.08, "word": " في", "probability": 0.939453125}, {"start": 2019.08, "end": 2019.68, "word": " المؤسسة", "probability": 0.98154296875}, {"start": 2019.68, "end": 2019.76, "word": " إحدى", "probability": 0.6788330078125}, {"start": 2019.76, "end": 2020.46, "word": " المؤسسات", "probability": 0.99658203125}, {"start": 2020.46, "end": 2020.72, "word": " إلها", "probability": 0.6670735677083334}, {"start": 2020.72, "end": 2021.48, "word": " استراتيجية", "probability": 0.987060546875}, {"start": 2021.48, "end": 2022.14, "word": " أيه؟", "probability": 0.6231282552083334}, {"start": 2022.14, "end": 2022.62, "word": " إحدى", "probability": 0.9430338541666666}, {"start": 2022.62, "end": 2023.16, "word": " المؤسسات", "probability": 0.99775390625}, {"start": 2023.16, "end": 2023.38, "word": " إلها", "probability": 0.9513346354166666}, {"start": 2023.38, "end": 2024.1, "word": " استراتيجية", "probability": 0.989013671875}, {"start": 2024.1, "end": 2024.24, "word": " من", "probability": 0.99462890625}, {"start": 2024.24, "end": 2024.9, "word": " 2016", "probability": 0.923828125}, {"start": 2024.9, "end": 2025.82, "word": " ل2020", "probability": 0.7078857421875}, {"start": 2025.82, "end": 2026.2, "word": " اللي", "probability": 0.906982421875}, {"start": 2026.2, "end": 2026.34, "word": " هي", "probability": 0.9501953125}, {"start": 2026.34, "end": 2026.78, "word": " تمكين", "probability": 0.9557291666666666}, {"start": 2026.78, "end": 2027.32, "word": " النساء", "probability": 0.9847005208333334}, {"start": 2027.32, "end": 2028.56, "word": " إيش", "probability": 0.7939453125}, {"start": 2028.56, "end": 2028.7, "word": " يعني", "probability": 0.96337890625}, {"start": 2028.7, "end": 2029.1, "word": " تمكين", "probability": 0.9622395833333334}, {"start": 2029.1, "end": 2029.78, "word": " النساء؟", "probability": 0.83984375}, {"start": 2029.78, "end": 2029.96, "word": " إنه", "probability": 0.726318359375}, {"start": 2029.96, "end": 2030.14, "word": " إحنا", "probability": 0.8430989583333334}, {"start": 2030.14, "end": 2030.76, "word": " نعطيهم", "probability": 0.9927734375}, {"start": 2030.76, "end": 2031.46, "word": " فرص", "probability": 0.9951171875}, {"start": 2031.46, "end": 2031.7, "word": " في", "probability": 0.99169921875}, {"start": 2031.7, "end": 2032.02, "word": " ال", "probability": 0.83251953125}, {"start": 2032.02, "end": 2032.46, "word": " ..", "probability": 0.7529296875}, {"start": 2032.46, "end": 2032.84, "word": " ال", "probability": 0.7890625}, {"start": 2032.84, "end": 2032.84, "word": " ..", "probability": 0.7958984375}, {"start": 2032.84, "end": 2033.48, "word": " الإدارة", "probability": 0.9725341796875}, {"start": 2033.48, "end": 2033.94, "word": " فرص", "probability": 0.8367513020833334}, {"start": 2033.94, "end": 2034.14, "word": " في", "probability": 0.99169921875}, {"start": 2034.14, "end": 2034.92, "word": " الوظائف", "probability": 0.97294921875}, {"start": 2034.92, "end": 2035.82, "word": " العليا", "probability": 0.88818359375}, {"start": 2035.82, "end": 2036.7, "word": " وعلى", "probability": 0.91748046875}, {"start": 2036.7, "end": 2036.96, "word": " هذا", "probability": 0.876953125}, {"start": 2036.96, "end": 2037.6, "word": " الأساس", "probability": 0.95458984375}, {"start": 2037.6, "end": 2038.2, "word": " ال", "probability": 0.8544921875}, {"start": 2038.2, "end": 2038.46, "word": " ..", "probability": 0.96435546875}, {"start": 2038.46, "end": 2038.6, "word": " ال", "probability": 0.9873046875}, {"start": 2038.6, "end": 2038.6, "word": " ..", "probability": 0.98876953125}, {"start": 2038.6, "end": 2039.0, "word": " ال", "probability": 0.97119140625}, {"start": 2039.0, "end": 2039.26, "word": " ..", "probability": 0.98388671875}], "temperature": 1.0}, {"id": 82, "seek": 206777, "start": 2039.49, "end": 2067.77, "text": "أجت الأوامر لل .. اللي هم رؤساء الأقسام انه انتوا حاولوا اعملوا empowering للنساء عندكم اعطوهم مهام زيادة اشركوهم في الحكم و في اتخاذ القرارات التمكين حكم المؤسسة ولا حكم البلد؟ حكم المؤسسة و هم ماسموش حكمات، يسموها اتخاذ القرارات أنا حكيت انهم .. انه هي يعني عاملة الستراتيجية كانت واحدة من الأهداف انه .. انه احنا نحقق تمكين المرأة في العمل", "tokens": [10721, 7435, 2655, 16247, 2407, 10943, 2288, 24976, 4386, 13672, 1829, 8032, 2304, 12602, 33604, 3794, 16606, 16247, 4587, 3794, 10943, 16472, 3224, 16472, 2655, 14407, 11331, 995, 12610, 14407, 1975, 25957, 1211, 14407, 28261, 24976, 1863, 3794, 16606, 43242, 24793, 1975, 3615, 9566, 2407, 16095, 3714, 3224, 10943, 30767, 1829, 18513, 3660, 1975, 8592, 31747, 2407, 16095, 8978, 21542, 24793, 4032, 8978, 1975, 2655, 9778, 45636, 25062, 2288, 9640, 9307, 16712, 2304, 4117, 9957, 11331, 24793, 9673, 33604, 3794, 3794, 3660, 49429, 11331, 24793, 29739, 1211, 3215, 22807, 11331, 24793, 9673, 33604, 3794, 3794, 3660, 4032, 8032, 2304, 19446, 38251, 2407, 8592, 11331, 24793, 9307, 12399, 7251, 38251, 2407, 11296, 1975, 2655, 9778, 45636, 25062, 2288, 9640, 9307, 41850, 11331, 4117, 36081, 16472, 16095, 4386, 16472, 3224, 39896, 37495, 22653, 6225, 10943, 37977, 2423, 14851, 2288, 9307, 1829, 7435, 10632, 25961, 2655, 36764, 24401, 3660, 9154, 16247, 3224, 28259, 5172, 16472, 3224, 4386, 16472, 3224, 1975, 5016, 8315, 8717, 5016, 4587, 4587, 46811, 4117, 9957, 9673, 2288, 10721, 3660, 8978, 18863, 42213], "avg_logprob": -0.18803878728000598, "compression_ratio": 2.0859106529209623, "no_speech_prob": 0.0, "words": [{"start": 2039.49, "end": 2039.93, "word": "أجت", "probability": 0.78125}, {"start": 2039.93, "end": 2040.65, "word": " الأوامر", "probability": 0.9658203125}, {"start": 2040.65, "end": 2040.87, "word": " لل", "probability": 0.5791015625}, {"start": 2040.87, "end": 2040.93, "word": " ..", "probability": 0.33935546875}, {"start": 2040.93, "end": 2041.11, "word": " اللي", "probability": 0.936279296875}, {"start": 2041.11, "end": 2041.33, "word": " هم", "probability": 0.91748046875}, {"start": 2041.33, "end": 2041.99, "word": " رؤساء", "probability": 0.9246826171875}, {"start": 2041.99, "end": 2042.53, "word": " الأقسام", "probability": 0.8753662109375}, {"start": 2042.53, "end": 2042.79, "word": " انه", "probability": 0.44903564453125}, {"start": 2042.79, "end": 2042.99, "word": " انتوا", "probability": 0.8444010416666666}, {"start": 2042.99, "end": 2043.29, "word": " حاولوا", "probability": 0.9754638671875}, {"start": 2043.29, "end": 2043.71, "word": " اعملوا", "probability": 0.73541259765625}, {"start": 2043.71, "end": 2044.09, "word": " empowering", "probability": 0.70068359375}, {"start": 2044.09, "end": 2045.13, "word": " للنساء", "probability": 0.9246826171875}, {"start": 2045.13, "end": 2045.61, "word": " عندكم", "probability": 0.9765625}, {"start": 2045.61, "end": 2046.37, "word": " اعطوهم", "probability": 0.87587890625}, {"start": 2046.37, "end": 2046.75, "word": " مهام", "probability": 0.96728515625}, {"start": 2046.75, "end": 2047.33, "word": " زيادة", "probability": 0.9384765625}, {"start": 2047.33, "end": 2048.45, "word": " اشركوهم", "probability": 0.8779296875}, {"start": 2048.45, "end": 2048.67, "word": " في", "probability": 0.9716796875}, {"start": 2048.67, "end": 2049.09, "word": " الحكم", "probability": 0.97314453125}, {"start": 2049.09, "end": 2049.27, "word": " و", "probability": 0.76171875}, {"start": 2049.27, "end": 2049.37, "word": " في", "probability": 0.77978515625}, {"start": 2049.37, "end": 2049.77, "word": " اتخاذ", "probability": 0.9427490234375}, {"start": 2049.77, "end": 2050.51, "word": " القرارات", "probability": 0.990478515625}, {"start": 2050.51, "end": 2051.33, "word": " التمكين", "probability": 0.755126953125}, {"start": 2051.33, "end": 2052.63, "word": " حكم", "probability": 0.512420654296875}, {"start": 2052.63, "end": 2053.19, "word": " المؤسسة", "probability": 0.99482421875}, {"start": 2053.19, "end": 2053.27, "word": " ولا", "probability": 0.5478515625}, {"start": 2053.27, "end": 2053.51, "word": " حكم", "probability": 0.947509765625}, {"start": 2053.51, "end": 2054.67, "word": " البلد؟", "probability": 0.8731689453125}, {"start": 2054.67, "end": 2054.97, "word": " حكم", "probability": 0.96728515625}, {"start": 2054.97, "end": 2055.63, "word": " المؤسسة", "probability": 0.99814453125}, {"start": 2055.63, "end": 2056.75, "word": " و", "probability": 0.439453125}, {"start": 2056.75, "end": 2056.83, "word": " هم", "probability": 0.7294921875}, {"start": 2056.83, "end": 2057.09, "word": " ماسموش", "probability": 0.45477294921875}, {"start": 2057.09, "end": 2057.53, "word": " حكمات،", "probability": 0.65924072265625}, {"start": 2057.53, "end": 2057.67, "word": " يسموها", "probability": 0.679931640625}, {"start": 2057.67, "end": 2057.89, "word": " اتخاذ", "probability": 0.946533203125}, {"start": 2057.89, "end": 2058.61, "word": " القرارات", "probability": 0.9896240234375}, {"start": 2058.61, "end": 2059.65, "word": " أنا", "probability": 0.6298828125}, {"start": 2059.65, "end": 2060.01, "word": " حكيت", "probability": 0.9703776041666666}, {"start": 2060.01, "end": 2060.43, "word": " انهم", "probability": 0.670166015625}, {"start": 2060.43, "end": 2060.63, "word": " ..", "probability": 0.693359375}, {"start": 2060.63, "end": 2060.89, "word": " انه", "probability": 0.70458984375}, {"start": 2060.89, "end": 2061.09, "word": " هي", "probability": 0.7998046875}, {"start": 2061.09, "end": 2061.47, "word": " يعني", "probability": 0.89453125}, {"start": 2061.47, "end": 2061.85, "word": " عاملة", "probability": 0.9435221354166666}, {"start": 2061.85, "end": 2062.59, "word": " الستراتيجية", "probability": 0.8182896205357143}, {"start": 2062.59, "end": 2062.99, "word": " كانت", "probability": 0.98876953125}, {"start": 2062.99, "end": 2063.31, "word": " واحدة", "probability": 0.9822591145833334}, {"start": 2063.31, "end": 2063.49, "word": " من", "probability": 0.994140625}, {"start": 2063.49, "end": 2064.17, "word": " الأهداف", "probability": 0.9600830078125}, {"start": 2064.17, "end": 2064.61, "word": " انه", "probability": 0.876708984375}, {"start": 2064.61, "end": 2064.93, "word": " ..", "probability": 0.83642578125}, {"start": 2064.93, "end": 2065.41, "word": " انه", "probability": 0.88427734375}, {"start": 2065.41, "end": 2065.59, "word": " احنا", "probability": 0.8057454427083334}, {"start": 2065.59, "end": 2066.07, "word": " نحقق", "probability": 0.9722900390625}, {"start": 2066.07, "end": 2066.55, "word": " تمكين", "probability": 0.9501953125}, {"start": 2066.55, "end": 2067.07, "word": " المرأة", "probability": 0.9066162109375}, {"start": 2067.07, "end": 2067.27, "word": " في", "probability": 0.99267578125}, {"start": 2067.27, "end": 2067.77, "word": " العمل", "probability": 0.98681640625}], "temperature": 1.0}, {"id": 83, "seek": 209208, "start": 2070.12, "end": 2092.08, "text": "بيدلعينا مستوى رئاسي المنظمة، ترجعي وقت تاني، و بعدين مستوى الأعمال زي ما أنت شايفها و احتاجها، و بعدين تقبلينها في التفاصيل، اللي هي وظائفها و وظائف المشروع، فضليك، يعني موافقة باختيار الألوان؟ شكرا طب الان انا لو بدأت ب strategy، ايش مكوناتها؟", "tokens": [21292, 3215, 1211, 3615, 1829, 8315, 3714, 14851, 2407, 7578, 12602, 19986, 32277, 1829, 9673, 1863, 19913, 46007, 12399, 6055, 47341, 3615, 1829, 4032, 38149, 6055, 7649, 1829, 12399, 4032, 39182, 9957, 3714, 14851, 2407, 7578, 16247, 25957, 6027, 30767, 1829, 19446, 14739, 2655, 13412, 995, 33911, 11296, 4032, 1975, 33753, 26108, 11296, 12399, 4032, 39182, 9957, 6055, 4587, 36150, 9957, 11296, 8978, 16712, 5172, 33546, 26895, 12399, 13672, 1829, 39896, 4032, 19913, 16373, 5172, 11296, 4032, 4032, 19913, 16373, 5172, 9673, 8592, 32887, 3615, 12399, 6156, 11242, 20292, 4117, 12399, 37495, 22653, 3714, 14407, 5172, 28671, 4724, 47283, 31371, 9640, 16247, 1211, 2407, 7649, 22807, 13412, 4117, 23557, 23032, 3555, 2423, 7649, 1975, 8315, 45164, 47525, 10721, 2655, 4724, 5206, 12399, 1975, 1829, 8592, 3714, 4117, 2407, 8315, 2655, 11296, 22807], "avg_logprob": -0.29863722163035455, "compression_ratio": 1.7670682730923695, "no_speech_prob": 1.3709068298339844e-06, "words": [{"start": 2070.12, "end": 2070.64, "word": "بيدلعينا", "probability": 0.6220703125}, {"start": 2070.64, "end": 2071.06, "word": " مستوى", "probability": 0.9705810546875}, {"start": 2071.06, "end": 2071.42, "word": " رئاسي", "probability": 0.600677490234375}, {"start": 2071.42, "end": 2072.0, "word": " المنظمة،", "probability": 0.881640625}, {"start": 2072.0, "end": 2072.34, "word": " ترجعي", "probability": 0.7484130859375}, {"start": 2072.34, "end": 2072.56, "word": " وقت", "probability": 0.6610107421875}, {"start": 2072.56, "end": 2074.04, "word": " تاني،", "probability": 0.8414306640625}, {"start": 2074.04, "end": 2074.18, "word": " و", "probability": 0.30615234375}, {"start": 2074.18, "end": 2074.4, "word": " بعدين", "probability": 0.838623046875}, {"start": 2074.4, "end": 2074.76, "word": " مستوى", "probability": 0.9736328125}, {"start": 2074.76, "end": 2075.12, "word": " الأعمال", "probability": 0.8152669270833334}, {"start": 2075.12, "end": 2075.22, "word": " زي", "probability": 0.703369140625}, {"start": 2075.22, "end": 2075.3, "word": " ما", "probability": 0.9580078125}, {"start": 2075.3, "end": 2075.4, "word": " أنت", "probability": 0.719970703125}, {"start": 2075.4, "end": 2075.7, "word": " شايفها", "probability": 0.9915771484375}, {"start": 2075.7, "end": 2075.82, "word": " و", "probability": 0.7958984375}, {"start": 2075.82, "end": 2076.64, "word": " احتاجها،", "probability": 0.765380859375}, {"start": 2076.64, "end": 2076.68, "word": " و", "probability": 0.2432861328125}, {"start": 2076.68, "end": 2076.84, "word": " بعدين", "probability": 0.88916015625}, {"start": 2076.84, "end": 2077.26, "word": " تقبلينها", "probability": 0.5949951171875}, {"start": 2077.26, "end": 2077.38, "word": " في", "probability": 0.9287109375}, {"start": 2077.38, "end": 2078.74, "word": " التفاصيل،", "probability": 0.9603515625}, {"start": 2078.74, "end": 2079.0, "word": " اللي", "probability": 0.935302734375}, {"start": 2079.0, "end": 2079.12, "word": " هي", "probability": 0.90478515625}, {"start": 2079.12, "end": 2079.62, "word": " وظائفها", "probability": 0.776513671875}, {"start": 2079.62, "end": 2079.68, "word": " و", "probability": 0.70263671875}, {"start": 2079.68, "end": 2080.08, "word": " وظائف", "probability": 0.81402587890625}, {"start": 2080.08, "end": 2081.34, "word": " المشروع،", "probability": 0.9251953125}, {"start": 2081.34, "end": 2083.6, "word": " فضليك،", "probability": 0.79384765625}, {"start": 2083.6, "end": 2083.82, "word": " يعني", "probability": 0.600341796875}, {"start": 2083.82, "end": 2084.14, "word": " موافقة", "probability": 0.917724609375}, {"start": 2084.14, "end": 2084.56, "word": " باختيار", "probability": 0.658538818359375}, {"start": 2084.56, "end": 2085.7, "word": " الألوان؟", "probability": 0.96416015625}, {"start": 2085.7, "end": 2086.16, "word": " شكرا", "probability": 0.91650390625}, {"start": 2086.16, "end": 2088.94, "word": " طب", "probability": 0.697265625}, {"start": 2088.94, "end": 2089.1, "word": " الان", "probability": 0.52655029296875}, {"start": 2089.1, "end": 2089.28, "word": " انا", "probability": 0.662841796875}, {"start": 2089.28, "end": 2089.42, "word": " لو", "probability": 0.7744140625}, {"start": 2089.42, "end": 2089.78, "word": " بدأت", "probability": 0.787109375}, {"start": 2089.78, "end": 2090.02, "word": " ب", "probability": 0.6142578125}, {"start": 2090.02, "end": 2091.22, "word": " strategy،", "probability": 0.6173095703125}, {"start": 2091.22, "end": 2091.42, "word": " ايش", "probability": 0.7020670572916666}, {"start": 2091.42, "end": 2092.08, "word": " مكوناتها؟", "probability": 0.8714425223214286}], "temperature": 1.0}, {"id": 84, "seek": 212194, "start": 2094.93, "end": 2121.95, "text": "مين يحكينا المكونات؟ طبعا المكونات قدامكم عام .. عام .. عام و بعدين مبدأش بضع الأربع عناصر هذه .. العناصر التي ستجيل أمامك الأربع توز ميلتي في تلتقط لواحد فيها هي فتحة عين زي ما تبقى هناكوا هي زمنكوا يمامكوا تطلع تطلع عليهم الوهم هي نظر المستقبل هي ال vision ال mission المقصود فيها الرسالة vision أو mission نفس اللفظ اللي هي رسالة", "tokens": [2304, 9957, 7251, 5016, 4117, 1829, 8315, 9673, 4117, 2407, 8315, 2655, 22807, 23032, 3555, 3615, 995, 9673, 4117, 2407, 8315, 2655, 12174, 3215, 10943, 24793, 6225, 10943, 4386, 6225, 10943, 4386, 6225, 10943, 4032, 39182, 9957, 3714, 44510, 10721, 8592, 4724, 11242, 3615, 16247, 25513, 3615, 18871, 33546, 2288, 29538, 4386, 18863, 8315, 9381, 2288, 38392, 8608, 2655, 7435, 26895, 5551, 2304, 10943, 4117, 16247, 25513, 3615, 6055, 2407, 11622, 3714, 26895, 31371, 8978, 6055, 1211, 2655, 47432, 5296, 14407, 24401, 8978, 11296, 39896, 6156, 2655, 5016, 3660, 6225, 9957, 30767, 1829, 19446, 6055, 3555, 4587, 7578, 34105, 4117, 14407, 39896, 30767, 27842, 4117, 14407, 7251, 2304, 10943, 4117, 14407, 6055, 9566, 1211, 3615, 6055, 9566, 1211, 3615, 25894, 16095, 2423, 2407, 16095, 39896, 8717, 19913, 2288, 9673, 14851, 4587, 36150, 39896, 2423, 5201, 2423, 4447, 9673, 4587, 9381, 23328, 8978, 11296, 34892, 3794, 6027, 3660, 5201, 34051, 4447, 8717, 36178, 13672, 5172, 19913, 13672, 1829, 39896, 12602, 3794, 6027, 3660], "avg_logprob": -0.30770706618490395, "compression_ratio": 2.0955882352941178, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 2094.93, "end": 2095.23, "word": "مين", "probability": 0.77734375}, {"start": 2095.23, "end": 2095.53, "word": " يحكينا", "probability": 0.861328125}, {"start": 2095.53, "end": 2096.19, "word": " المكونات؟", "probability": 0.73095703125}, {"start": 2096.19, "end": 2096.41, "word": " طبعا", "probability": 0.9429931640625}, {"start": 2096.41, "end": 2096.93, "word": " المكونات", "probability": 0.94150390625}, {"start": 2096.93, "end": 2097.57, "word": " قدامكم", "probability": 0.9744873046875}, {"start": 2097.57, "end": 2097.59, "word": " عام", "probability": 0.7073974609375}, {"start": 2097.59, "end": 2097.59, "word": " ..", "probability": 0.35888671875}, {"start": 2097.59, "end": 2097.59, "word": " عام", "probability": 0.982177734375}, {"start": 2097.59, "end": 2097.65, "word": " ..", "probability": 0.8271484375}, {"start": 2097.65, "end": 2098.03, "word": " عام", "probability": 0.953125}, {"start": 2098.03, "end": 2098.15, "word": " و", "probability": 0.25634765625}, {"start": 2098.15, "end": 2098.45, "word": " بعدين", "probability": 0.899658203125}, {"start": 2098.45, "end": 2099.07, "word": " مبدأش", "probability": 0.7188720703125}, {"start": 2099.07, "end": 2099.55, "word": " بضع", "probability": 0.3955078125}, {"start": 2099.55, "end": 2100.07, "word": " الأربع", "probability": 0.87158203125}, {"start": 2100.07, "end": 2100.49, "word": " عناصر", "probability": 0.9573567708333334}, {"start": 2100.49, "end": 2100.77, "word": " هذه", "probability": 0.7314453125}, {"start": 2100.77, "end": 2101.17, "word": " ..", "probability": 0.496826171875}, {"start": 2101.17, "end": 2101.75, "word": " العناصر", "probability": 0.7598876953125}, {"start": 2101.75, "end": 2101.85, "word": " التي", "probability": 0.169189453125}, {"start": 2101.85, "end": 2102.31, "word": " ستجيل", "probability": 0.8626708984375}, {"start": 2102.31, "end": 2102.73, "word": " أمامك", "probability": 0.87353515625}, {"start": 2102.73, "end": 2103.09, "word": " الأربع", "probability": 0.9482421875}, {"start": 2103.09, "end": 2103.45, "word": " توز", "probability": 0.4244384765625}, {"start": 2103.45, "end": 2103.77, "word": " ميلتي", "probability": 0.4741617838541667}, {"start": 2103.77, "end": 2103.89, "word": " في", "probability": 0.61572265625}, {"start": 2103.89, "end": 2104.31, "word": " تلتقط", "probability": 0.5223388671875}, {"start": 2104.31, "end": 2104.73, "word": " لواحد", "probability": 0.8958333333333334}, {"start": 2104.73, "end": 2105.11, "word": " فيها", "probability": 0.96923828125}, {"start": 2105.11, "end": 2107.87, "word": " هي", "probability": 0.1524658203125}, {"start": 2107.87, "end": 2108.41, "word": " فتحة", "probability": 0.869384765625}, {"start": 2108.41, "end": 2108.57, "word": " عين", "probability": 0.7042236328125}, {"start": 2108.57, "end": 2108.75, "word": " زي", "probability": 0.8427734375}, {"start": 2108.75, "end": 2108.83, "word": " ما", "probability": 0.91259765625}, {"start": 2108.83, "end": 2109.01, "word": " تبقى", "probability": 0.82379150390625}, {"start": 2109.01, "end": 2109.67, "word": " هناكوا", "probability": 0.6847330729166666}, {"start": 2109.67, "end": 2110.59, "word": " هي", "probability": 0.728515625}, {"start": 2110.59, "end": 2111.11, "word": " زمنكوا", "probability": 0.854736328125}, {"start": 2111.11, "end": 2111.53, "word": " يمامكوا", "probability": 0.57861328125}, {"start": 2111.53, "end": 2111.77, "word": " تطلع", "probability": 0.71966552734375}, {"start": 2111.77, "end": 2111.99, "word": " تطلع", "probability": 0.81451416015625}, {"start": 2111.99, "end": 2112.67, "word": " عليهم", "probability": 0.743408203125}, {"start": 2112.67, "end": 2113.51, "word": " الوهم", "probability": 0.22220865885416666}, {"start": 2113.51, "end": 2113.65, "word": " هي", "probability": 0.7685546875}, {"start": 2113.65, "end": 2113.91, "word": " نظر", "probability": 0.7743326822916666}, {"start": 2113.91, "end": 2114.49, "word": " المستقبل", "probability": 0.9849853515625}, {"start": 2114.49, "end": 2114.69, "word": " هي", "probability": 0.296142578125}, {"start": 2114.69, "end": 2114.83, "word": " ال", "probability": 0.84765625}, {"start": 2114.83, "end": 2115.19, "word": " vision", "probability": 0.84326171875}, {"start": 2115.19, "end": 2116.79, "word": " ال", "probability": 0.900390625}, {"start": 2116.79, "end": 2117.07, "word": " mission", "probability": 0.97412109375}, {"start": 2117.07, "end": 2117.51, "word": " المقصود", "probability": 0.9886474609375}, {"start": 2117.51, "end": 2117.75, "word": " فيها", "probability": 0.99072265625}, {"start": 2117.75, "end": 2118.43, "word": " الرسالة", "probability": 0.962158203125}, {"start": 2118.43, "end": 2118.95, "word": " vision", "probability": 0.728515625}, {"start": 2118.95, "end": 2119.21, "word": " أو", "probability": 0.7734375}, {"start": 2119.21, "end": 2119.57, "word": " mission", "probability": 0.974609375}, {"start": 2119.57, "end": 2119.93, "word": " نفس", "probability": 0.97607421875}, {"start": 2119.93, "end": 2120.47, "word": " اللفظ", "probability": 0.9685872395833334}, {"start": 2120.47, "end": 2121.21, "word": " اللي", "probability": 0.9306640625}, {"start": 2121.21, "end": 2121.37, "word": " هي", "probability": 0.94921875}, {"start": 2121.37, "end": 2121.95, "word": " رسالة", "probability": 0.9832763671875}], "temperature": 1.0}, {"id": 85, "seek": 214834, "start": 2123.7, "end": 2148.34, "text": "لأ لو سألنا مثلا هناك إيش رسالة في الحياة هناك؟ قولي ماليش أو مثلا البنك هناك بتشتغل في بنك يعني إيش رسالة البنك؟ إيش الخدمات اللي بيقدمها البنك؟ خلينا هناك، بدناش بنك، بدنا هناك، خلنا نشتغل في بنك يعني هناك شخصية ما السبب وجودها في الحياة؟ ليش أنتي عايشة؟", "tokens": [1211, 10721, 45164, 8608, 10721, 1211, 8315, 50113, 15040, 34105, 4117, 11933, 1829, 8592, 12602, 3794, 6027, 3660, 8978, 21542, 25528, 3660, 34105, 4117, 22807, 12174, 12610, 1829, 3714, 6027, 1829, 8592, 34051, 50113, 15040, 29739, 1863, 4117, 34105, 4117, 39894, 8592, 2655, 17082, 1211, 8978, 44945, 4117, 37495, 22653, 11933, 1829, 8592, 12602, 3794, 6027, 3660, 29739, 1863, 4117, 22807, 11933, 1829, 8592, 33962, 40448, 9307, 13672, 1829, 4724, 1829, 28543, 2304, 11296, 29739, 1863, 4117, 22807, 16490, 20292, 8315, 34105, 4117, 12399, 47525, 8315, 8592, 44945, 4117, 12399, 47525, 8315, 34105, 4117, 12399, 16490, 1211, 8315, 8717, 8592, 2655, 17082, 1211, 8978, 4724, 1863, 4117, 37495, 22653, 34105, 4117, 13412, 9778, 9381, 10632, 19446, 21136, 3555, 3555, 49610, 23328, 11296, 8978, 21542, 25528, 3660, 22807, 32239, 8592, 14739, 31371, 6225, 47302, 8592, 3660, 22807], "avg_logprob": -0.21213503910677275, "compression_ratio": 2.2857142857142856, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2123.7, "end": 2124.06, "word": "لأ", "probability": 0.87744140625}, {"start": 2124.06, "end": 2124.2, "word": " لو", "probability": 0.88623046875}, {"start": 2124.2, "end": 2124.6, "word": " سألنا", "probability": 0.9344482421875}, {"start": 2124.6, "end": 2124.9, "word": " مثلا", "probability": 0.947998046875}, {"start": 2124.9, "end": 2125.42, "word": " هناك", "probability": 0.781982421875}, {"start": 2125.42, "end": 2126.3, "word": " إيش", "probability": 0.7290852864583334}, {"start": 2126.3, "end": 2126.62, "word": " رسالة", "probability": 0.910400390625}, {"start": 2126.62, "end": 2126.76, "word": " في", "probability": 0.7353515625}, {"start": 2126.76, "end": 2127.08, "word": " الحياة", "probability": 0.9889322916666666}, {"start": 2127.08, "end": 2129.0, "word": " هناك؟", "probability": 0.8499348958333334}, {"start": 2129.0, "end": 2129.38, "word": " قولي", "probability": 0.8621419270833334}, {"start": 2129.38, "end": 2129.74, "word": " ماليش", "probability": 0.9403076171875}, {"start": 2129.74, "end": 2134.14, "word": " أو", "probability": 0.73193359375}, {"start": 2134.14, "end": 2134.52, "word": " مثلا", "probability": 0.994384765625}, {"start": 2134.52, "end": 2134.96, "word": " البنك", "probability": 0.71435546875}, {"start": 2134.96, "end": 2135.24, "word": " هناك", "probability": 0.797119140625}, {"start": 2135.24, "end": 2135.56, "word": " بتشتغل", "probability": 0.85908203125}, {"start": 2135.56, "end": 2135.68, "word": " في", "probability": 0.89404296875}, {"start": 2135.68, "end": 2135.92, "word": " بنك", "probability": 0.85302734375}, {"start": 2135.92, "end": 2136.1, "word": " يعني", "probability": 0.781005859375}, {"start": 2136.1, "end": 2136.42, "word": " إيش", "probability": 0.9833984375}, {"start": 2136.42, "end": 2136.86, "word": " رسالة", "probability": 0.99755859375}, {"start": 2136.86, "end": 2138.1, "word": " البنك؟", "probability": 0.93408203125}, {"start": 2138.1, "end": 2138.28, "word": " إيش", "probability": 0.978515625}, {"start": 2138.28, "end": 2138.86, "word": " الخدمات", "probability": 0.92431640625}, {"start": 2138.86, "end": 2138.98, "word": " اللي", "probability": 0.906982421875}, {"start": 2138.98, "end": 2139.44, "word": " بيقدمها", "probability": 0.9537109375}, {"start": 2139.44, "end": 2140.04, "word": " البنك؟", "probability": 0.936767578125}, {"start": 2140.04, "end": 2140.32, "word": " خلينا", "probability": 0.8165690104166666}, {"start": 2140.32, "end": 2140.72, "word": " هناك،", "probability": 0.7425944010416666}, {"start": 2140.72, "end": 2141.02, "word": " بدناش", "probability": 0.4091796875}, {"start": 2141.02, "end": 2141.66, "word": " بنك،", "probability": 0.6666666666666666}, {"start": 2141.66, "end": 2141.92, "word": " بدنا", "probability": 0.979248046875}, {"start": 2141.92, "end": 2142.2, "word": " هناك،", "probability": 0.7884114583333334}, {"start": 2142.2, "end": 2142.38, "word": " خلنا", "probability": 0.8064778645833334}, {"start": 2142.38, "end": 2142.76, "word": " نشتغل", "probability": 0.8031982421875}, {"start": 2142.76, "end": 2142.86, "word": " في", "probability": 0.4873046875}, {"start": 2142.86, "end": 2142.86, "word": " بنك", "probability": 0.625732421875}, {"start": 2142.86, "end": 2144.16, "word": " يعني", "probability": 0.6334228515625}, {"start": 2144.16, "end": 2144.5, "word": " هناك", "probability": 0.97119140625}, {"start": 2144.5, "end": 2145.16, "word": " شخصية", "probability": 0.84698486328125}, {"start": 2145.16, "end": 2146.06, "word": " ما", "probability": 0.52099609375}, {"start": 2146.06, "end": 2146.42, "word": " السبب", "probability": 0.8328450520833334}, {"start": 2146.42, "end": 2146.82, "word": " وجودها", "probability": 0.99267578125}, {"start": 2146.82, "end": 2146.94, "word": " في", "probability": 0.98779296875}, {"start": 2146.94, "end": 2147.52, "word": " الحياة؟", "probability": 0.9097900390625}, {"start": 2147.52, "end": 2147.74, "word": " ليش", "probability": 0.939697265625}, {"start": 2147.74, "end": 2147.94, "word": " أنتي", "probability": 0.55419921875}, {"start": 2147.94, "end": 2148.34, "word": " عايشة؟", "probability": 0.91708984375}], "temperature": 1.0}, {"id": 86, "seek": 217944, "start": 2150.58, "end": 2179.44, "text": "كيب يا ربنا؟ إيليك أهداف تسعيلها؟ إيليك طموحات؟ إيليك حياة بتستغليها؟ و لا عايشة و سلام؟ ده أكيد إيه أهداف .. أه ممتاز طبعا رسالة الإنسان .. رسالة الإنسان في الحياة اللي هي إعمار الأرض، ماشي؟ فكل إنسان عنده إيش رسالة؟ مثلا الأخت إسلام عندها مزوج، عندها بنت فإذا من ضمن رسالتها، إيش هصير في البنت؟ إيمان", "tokens": [4117, 1829, 3555, 35186, 12602, 3555, 8315, 22807, 11933, 1829, 20292, 4117, 5551, 3224, 28259, 5172, 6055, 3794, 3615, 26895, 11296, 22807, 11933, 1829, 20292, 4117, 23032, 2304, 2407, 5016, 9307, 22807, 11933, 1829, 20292, 4117, 11331, 25528, 3660, 39894, 14851, 17082, 20292, 11296, 22807, 4032, 20193, 6225, 47302, 8592, 3660, 4032, 8608, 37440, 22807, 11778, 3224, 5551, 4117, 25708, 11933, 1829, 3224, 5551, 3224, 28259, 5172, 4386, 5551, 3224, 3714, 2304, 2655, 31377, 23032, 3555, 3615, 995, 12602, 3794, 6027, 3660, 33688, 1863, 3794, 7649, 4386, 12602, 3794, 6027, 3660, 33688, 1863, 3794, 7649, 8978, 21542, 25528, 3660, 13672, 1829, 39896, 11933, 25957, 9640, 16247, 43042, 12399, 3714, 33599, 1829, 22807, 6156, 28820, 36145, 3794, 7649, 43242, 3224, 11933, 1829, 8592, 12602, 3794, 6027, 3660, 22807, 50113, 15040, 16247, 46456, 11933, 3794, 37440, 43242, 11296, 3714, 11622, 29245, 12399, 43242, 11296, 4724, 29399, 6156, 28814, 15730, 9154, 48812, 27842, 12602, 3794, 6027, 2655, 11296, 12399, 11933, 1829, 8592, 8032, 9381, 13546, 8978, 29739, 29399, 22807, 11933, 32640, 7649], "avg_logprob": -0.23235294328016393, "compression_ratio": 2.141732283464567, "no_speech_prob": 5.781650543212891e-06, "words": [{"start": 2150.58, "end": 2150.92, "word": "كيب", "probability": 0.601806640625}, {"start": 2150.92, "end": 2151.04, "word": " يا", "probability": 0.97705078125}, {"start": 2151.04, "end": 2151.74, "word": " ربنا؟", "probability": 0.9195556640625}, {"start": 2151.74, "end": 2151.92, "word": " إيليك", "probability": 0.564361572265625}, {"start": 2151.92, "end": 2152.24, "word": " أهداف", "probability": 0.9874267578125}, {"start": 2152.24, "end": 2152.82, "word": " تسعيلها؟", "probability": 0.7899169921875}, {"start": 2152.82, "end": 2153.0, "word": " إيليك", "probability": 0.859130859375}, {"start": 2153.0, "end": 2153.92, "word": " طموحات؟", "probability": 0.9873860677083334}, {"start": 2153.92, "end": 2154.22, "word": " إيليك", "probability": 0.9945068359375}, {"start": 2154.22, "end": 2154.44, "word": " حياة", "probability": 0.9705403645833334}, {"start": 2154.44, "end": 2155.74, "word": " بتستغليها؟", "probability": 0.9635416666666666}, {"start": 2155.74, "end": 2155.82, "word": " و", "probability": 0.49609375}, {"start": 2155.82, "end": 2155.92, "word": " لا", "probability": 0.802734375}, {"start": 2155.92, "end": 2156.24, "word": " عايشة", "probability": 0.8228759765625}, {"start": 2156.24, "end": 2156.34, "word": " و", "probability": 0.775390625}, {"start": 2156.34, "end": 2157.14, "word": " سلام؟", "probability": 0.765625}, {"start": 2157.14, "end": 2157.28, "word": " ده", "probability": 0.546142578125}, {"start": 2157.28, "end": 2157.54, "word": " أكيد", "probability": 0.9734700520833334}, {"start": 2157.54, "end": 2157.68, "word": " إيه", "probability": 0.6453450520833334}, {"start": 2157.68, "end": 2158.2, "word": " أهداف", "probability": 0.916259765625}, {"start": 2158.2, "end": 2158.46, "word": " ..", "probability": 0.2476806640625}, {"start": 2158.46, "end": 2158.84, "word": " أه", "probability": 0.892822265625}, {"start": 2158.84, "end": 2159.34, "word": " ممتاز", "probability": 0.740966796875}, {"start": 2159.34, "end": 2159.58, "word": " طبعا", "probability": 0.90771484375}, {"start": 2159.58, "end": 2160.04, "word": " رسالة", "probability": 0.80596923828125}, {"start": 2160.04, "end": 2160.72, "word": " الإنسان", "probability": 0.9263916015625}, {"start": 2160.72, "end": 2161.0, "word": " ..", "probability": 0.6845703125}, {"start": 2161.0, "end": 2161.4, "word": " رسالة", "probability": 0.99609375}, {"start": 2161.4, "end": 2161.86, "word": " الإنسان", "probability": 0.996826171875}, {"start": 2161.86, "end": 2162.04, "word": " في", "probability": 0.9482421875}, {"start": 2162.04, "end": 2164.02, "word": " الحياة", "probability": 0.99267578125}, {"start": 2164.02, "end": 2164.5, "word": " اللي", "probability": 0.9404296875}, {"start": 2164.5, "end": 2164.94, "word": " هي", "probability": 0.87109375}, {"start": 2164.94, "end": 2166.64, "word": " إعمار", "probability": 0.7138671875}, {"start": 2166.64, "end": 2167.56, "word": " الأرض،", "probability": 0.7837727864583334}, {"start": 2167.56, "end": 2168.66, "word": " ماشي؟", "probability": 0.8624267578125}, {"start": 2168.66, "end": 2169.08, "word": " فكل", "probability": 0.9833984375}, {"start": 2169.08, "end": 2169.56, "word": " إنسان", "probability": 0.9850260416666666}, {"start": 2169.56, "end": 2170.18, "word": " عنده", "probability": 0.983642578125}, {"start": 2170.18, "end": 2170.32, "word": " إيش", "probability": 0.7181803385416666}, {"start": 2170.32, "end": 2170.86, "word": " رسالة؟", "probability": 0.9515625}, {"start": 2170.86, "end": 2171.08, "word": " مثلا", "probability": 0.9208984375}, {"start": 2171.08, "end": 2171.3, "word": " الأخت", "probability": 0.795654296875}, {"start": 2171.3, "end": 2171.7, "word": " إسلام", "probability": 0.6112060546875}, {"start": 2171.7, "end": 2172.96, "word": " عندها", "probability": 0.6812744140625}, {"start": 2172.96, "end": 2173.62, "word": " مزوج،", "probability": 0.72686767578125}, {"start": 2173.62, "end": 2173.84, "word": " عندها", "probability": 0.988037109375}, {"start": 2173.84, "end": 2174.18, "word": " بنت", "probability": 0.926513671875}, {"start": 2174.18, "end": 2175.02, "word": " فإذا", "probability": 0.8564453125}, {"start": 2175.02, "end": 2175.2, "word": " من", "probability": 0.8173828125}, {"start": 2175.2, "end": 2175.4, "word": " ضمن", "probability": 0.991943359375}, {"start": 2175.4, "end": 2176.64, "word": " رسالتها،", "probability": 0.9114583333333334}, {"start": 2176.64, "end": 2176.74, "word": " إيش", "probability": 0.9611002604166666}, {"start": 2176.74, "end": 2176.96, "word": " هصير", "probability": 0.4668782552083333}, {"start": 2176.96, "end": 2177.04, "word": " في", "probability": 0.50244140625}, {"start": 2177.04, "end": 2179.0, "word": " البنت؟", "probability": 0.9451497395833334}, {"start": 2179.0, "end": 2179.44, "word": " إيمان", "probability": 0.6765950520833334}], "temperature": 1.0}, {"id": 87, "seek": 220355, "start": 2180.67, "end": 2203.55, "text": "اسم بنتك يا عزيزي؟ لأ بنتك، إيش ماخدتالها؟ إن شاء الله يعني أبنينا أحسن مستقبل أيوة أحسن مستقبل، أبنينا أحسن تربية، أتعلمنا أحسن تعليم، أتعلمنا أحسن تعليم، قُبطا، هذه رسالة الإسلام تجاه بنتها، هذا المقصود بالرسالة، major أو mission، سبب وجود الإنسان أو سبب وجود المؤسسة، تفضل", "tokens": [32277, 2304, 4724, 29399, 4117, 35186, 6225, 11622, 1829, 11622, 1829, 22807, 5296, 10721, 4724, 29399, 4117, 12399, 11933, 1829, 8592, 3714, 47283, 3215, 2655, 6027, 11296, 22807, 36145, 13412, 16606, 21984, 37495, 22653, 5551, 3555, 22653, 8315, 5551, 5016, 3794, 1863, 3714, 14851, 4587, 36150, 36632, 2407, 3660, 5551, 5016, 3794, 1863, 3714, 14851, 4587, 36150, 12399, 5551, 3555, 22653, 8315, 5551, 5016, 3794, 1863, 6055, 25513, 10632, 12399, 5551, 2655, 3615, 19528, 8315, 5551, 5016, 3794, 1863, 37279, 20292, 2304, 12399, 5551, 2655, 3615, 19528, 8315, 5551, 5016, 3794, 1863, 37279, 20292, 2304, 12399, 12174, 10859, 3555, 9566, 995, 12399, 29538, 12602, 3794, 6027, 3660, 33688, 3794, 37440, 6055, 7435, 40294, 4724, 29399, 11296, 12399, 23758, 9673, 4587, 9381, 23328, 20666, 2288, 3794, 6027, 3660, 12399, 2563, 34051, 4447, 12399, 8608, 3555, 3555, 49610, 23328, 33688, 1863, 3794, 7649, 34051, 8608, 3555, 3555, 49610, 23328, 9673, 33604, 3794, 3794, 3660, 12399, 6055, 5172, 11242, 1211], "avg_logprob": -0.24782436661705187, "compression_ratio": 2.04149377593361, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2180.67, "end": 2181.09, "word": "اسم", "probability": 0.974609375}, {"start": 2181.09, "end": 2181.53, "word": " بنتك", "probability": 0.9571940104166666}, {"start": 2181.53, "end": 2181.71, "word": " يا", "probability": 0.292724609375}, {"start": 2181.71, "end": 2181.81, "word": " عزيزي؟", "probability": 0.73828125}, {"start": 2181.81, "end": 2182.13, "word": " لأ", "probability": 0.79833984375}, {"start": 2182.13, "end": 2182.81, "word": " بنتك،", "probability": 0.801025390625}, {"start": 2182.81, "end": 2182.91, "word": " إيش", "probability": 0.7620442708333334}, {"start": 2182.91, "end": 2184.17, "word": " ماخدتالها؟", "probability": 0.7434779575892857}, {"start": 2184.17, "end": 2184.33, "word": " إن", "probability": 0.459228515625}, {"start": 2184.33, "end": 2184.53, "word": " شاء", "probability": 0.94482421875}, {"start": 2184.53, "end": 2184.63, "word": " الله", "probability": 0.9677734375}, {"start": 2184.63, "end": 2185.11, "word": " يعني", "probability": 0.870361328125}, {"start": 2185.11, "end": 2185.83, "word": " أبنينا", "probability": 0.67791748046875}, {"start": 2185.83, "end": 2186.25, "word": " أحسن", "probability": 0.99609375}, {"start": 2186.25, "end": 2186.65, "word": " مستقبل", "probability": 0.9241943359375}, {"start": 2186.65, "end": 2186.89, "word": " أيوة", "probability": 0.66357421875}, {"start": 2186.89, "end": 2187.13, "word": " أحسن", "probability": 0.986572265625}, {"start": 2187.13, "end": 2187.65, "word": " مستقبل،", "probability": 0.93046875}, {"start": 2187.65, "end": 2187.89, "word": " أبنينا", "probability": 0.637115478515625}, {"start": 2187.89, "end": 2188.05, "word": " أحسن", "probability": 0.9588623046875}, {"start": 2188.05, "end": 2188.65, "word": " تربية،", "probability": 0.571533203125}, {"start": 2188.65, "end": 2189.05, "word": " أتعلمنا", "probability": 0.901953125}, {"start": 2189.05, "end": 2189.89, "word": " أحسن", "probability": 0.9910888671875}, {"start": 2189.89, "end": 2190.31, "word": " تعليم،", "probability": 0.64404296875}, {"start": 2190.31, "end": 2190.65, "word": " أتعلمنا", "probability": 0.820751953125}, {"start": 2190.65, "end": 2191.11, "word": " أحسن", "probability": 0.993408203125}, {"start": 2191.11, "end": 2191.11, "word": " تعليم،", "probability": 0.8739013671875}, {"start": 2191.11, "end": 2192.09, "word": " قُبطا،", "probability": 0.4241739908854167}, {"start": 2192.09, "end": 2192.33, "word": " هذه", "probability": 0.46875}, {"start": 2192.33, "end": 2192.79, "word": " رسالة", "probability": 0.810546875}, {"start": 2192.79, "end": 2193.13, "word": " الإسلام", "probability": 0.82763671875}, {"start": 2193.13, "end": 2193.51, "word": " تجاه", "probability": 0.9689127604166666}, {"start": 2193.51, "end": 2194.27, "word": " بنتها،", "probability": 0.81683349609375}, {"start": 2194.27, "end": 2194.45, "word": " هذا", "probability": 0.347412109375}, {"start": 2194.45, "end": 2194.89, "word": " المقصود", "probability": 0.92333984375}, {"start": 2194.89, "end": 2196.09, "word": " بالرسالة،", "probability": 0.8465576171875}, {"start": 2196.09, "end": 2196.47, "word": " major", "probability": 0.5791015625}, {"start": 2196.47, "end": 2197.05, "word": " أو", "probability": 0.9013671875}, {"start": 2197.05, "end": 2198.23, "word": " mission،", "probability": 0.873779296875}, {"start": 2198.23, "end": 2198.85, "word": " سبب", "probability": 0.9723307291666666}, {"start": 2198.85, "end": 2199.65, "word": " وجود", "probability": 0.980224609375}, {"start": 2199.65, "end": 2200.67, "word": " الإنسان", "probability": 0.9923095703125}, {"start": 2200.67, "end": 2201.65, "word": " أو", "probability": 0.8623046875}, {"start": 2201.65, "end": 2201.95, "word": " سبب", "probability": 0.9573567708333334}, {"start": 2201.95, "end": 2202.27, "word": " وجود", "probability": 0.97802734375}, {"start": 2202.27, "end": 2203.29, "word": " المؤسسة،", "probability": 0.9759928385416666}, {"start": 2203.29, "end": 2203.55, "word": " تفضل", "probability": 0.837890625}], "temperature": 1.0}, {"id": 88, "seek": 223279, "start": 2204.03, "end": 2232.79, "text": "و نفس الاشي بنعكسه على الأعمال، يعني منظمة الأعمال، إيش سبب وجودها؟ أنا ليش موجودة؟ أنا إيش الخدمات اللي بقدمها مثلا للناس؟ إيه تقدم مؤسسة؟ أه، يعني لو سألنا سميرة، الجامعة الإسلامية إيش أصليتها بالك؟ إيش بتقدم؟ تعني، خدمات تعليمية يعني، ما هو المدارس بتقدم خدمات تعليمية، الجامعة الإسلامية بتقدم خدمات تعليمية تعليم عالي، نقول بجود عالي، واضح؟ افضل", "tokens": [2407, 8717, 36178, 2423, 33599, 1829, 44945, 3615, 4117, 3794, 3224, 15844, 16247, 25957, 6027, 12399, 37495, 22653, 9154, 19913, 46007, 16247, 25957, 6027, 12399, 11933, 1829, 8592, 8608, 3555, 3555, 49610, 23328, 11296, 22807, 41850, 32239, 8592, 3714, 29245, 23328, 3660, 22807, 41850, 11933, 1829, 8592, 33962, 40448, 9307, 13672, 1829, 4724, 28543, 2304, 11296, 50113, 15040, 24976, 8315, 3794, 22807, 11933, 1829, 3224, 6055, 28543, 2304, 3714, 33604, 3794, 3794, 3660, 22807, 5551, 3224, 12399, 37495, 22653, 45164, 8608, 10721, 1211, 8315, 8608, 2304, 48923, 12399, 25724, 10943, 27884, 33688, 3794, 37440, 10632, 11933, 1829, 8592, 5551, 9381, 20292, 2655, 11296, 20666, 4117, 22807, 11933, 1829, 8592, 39894, 28543, 2304, 22807, 37279, 22653, 12399, 16490, 40448, 9307, 37279, 20292, 2304, 10632, 37495, 22653, 12399, 19446, 31439, 9673, 3215, 9640, 3794, 39894, 28543, 2304, 16490, 40448, 9307, 37279, 20292, 2304, 10632, 12399, 25724, 10943, 27884, 33688, 3794, 37440, 10632, 39894, 28543, 2304, 16490, 40448, 9307, 37279, 20292, 2304, 10632, 37279, 20292, 2304, 6225, 6027, 1829, 12399, 8717, 39648, 4724, 7435, 23328, 6225, 6027, 1829, 12399, 4032, 46958, 5016, 22807, 1975, 5172, 11242, 1211], "avg_logprob": -0.20050675804550583, "compression_ratio": 2.379182156133829, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2204.03, "end": 2204.27, "word": "و", "probability": 0.8359375}, {"start": 2204.27, "end": 2204.65, "word": " نفس", "probability": 0.827880859375}, {"start": 2204.65, "end": 2204.97, "word": " الاشي", "probability": 0.9130859375}, {"start": 2204.97, "end": 2205.55, "word": " بنعكسه", "probability": 0.95615234375}, {"start": 2205.55, "end": 2205.79, "word": " على", "probability": 0.923828125}, {"start": 2205.79, "end": 2206.65, "word": " الأعمال،", "probability": 0.8336181640625}, {"start": 2206.65, "end": 2206.77, "word": " يعني", "probability": 0.939453125}, {"start": 2206.77, "end": 2207.47, "word": " منظمة", "probability": 0.93896484375}, {"start": 2207.47, "end": 2208.43, "word": " الأعمال،", "probability": 0.8770751953125}, {"start": 2208.43, "end": 2208.53, "word": " إيش", "probability": 0.780029296875}, {"start": 2208.53, "end": 2208.83, "word": " سبب", "probability": 0.9881184895833334}, {"start": 2208.83, "end": 2209.49, "word": " وجودها؟", "probability": 0.913330078125}, {"start": 2209.49, "end": 2209.65, "word": " أنا", "probability": 0.90771484375}, {"start": 2209.65, "end": 2209.87, "word": " ليش", "probability": 0.976806640625}, {"start": 2209.87, "end": 2210.35, "word": " موجودة؟", "probability": 0.980859375}, {"start": 2210.35, "end": 2210.53, "word": " أنا", "probability": 0.77685546875}, {"start": 2210.53, "end": 2210.65, "word": " إيش", "probability": 0.9861653645833334}, {"start": 2210.65, "end": 2211.15, "word": " الخدمات", "probability": 0.9366861979166666}, {"start": 2211.15, "end": 2211.27, "word": " اللي", "probability": 0.892578125}, {"start": 2211.27, "end": 2211.67, "word": " بقدمها", "probability": 0.9638671875}, {"start": 2211.67, "end": 2212.01, "word": " مثلا", "probability": 0.953125}, {"start": 2212.01, "end": 2212.09, "word": " للناس؟", "probability": 0.973388671875}, {"start": 2212.09, "end": 2212.35, "word": " إيه", "probability": 0.5020751953125}, {"start": 2212.35, "end": 2212.51, "word": " تقدم", "probability": 0.6585693359375}, {"start": 2212.51, "end": 2213.59, "word": " مؤسسة؟", "probability": 0.9696451822916666}, {"start": 2213.59, "end": 2215.03, "word": " أه،", "probability": 0.7529296875}, {"start": 2215.03, "end": 2215.17, "word": " يعني", "probability": 0.9658203125}, {"start": 2215.17, "end": 2215.33, "word": " لو", "probability": 0.9736328125}, {"start": 2215.33, "end": 2215.63, "word": " سألنا", "probability": 0.78497314453125}, {"start": 2215.63, "end": 2216.61, "word": " سميرة،", "probability": 0.6640625}, {"start": 2216.61, "end": 2216.99, "word": " الجامعة", "probability": 0.96923828125}, {"start": 2216.99, "end": 2217.47, "word": " الإسلامية", "probability": 0.9661865234375}, {"start": 2217.47, "end": 2217.65, "word": " إيش", "probability": 0.9615885416666666}, {"start": 2217.65, "end": 2218.13, "word": " أصليتها", "probability": 0.5828369140625}, {"start": 2218.13, "end": 2219.63, "word": " بالك؟", "probability": 0.9191080729166666}, {"start": 2219.63, "end": 2219.91, "word": " إيش", "probability": 0.9856770833333334}, {"start": 2219.91, "end": 2220.67, "word": " بتقدم؟", "probability": 0.8909912109375}, {"start": 2220.67, "end": 2221.31, "word": " تعني،", "probability": 0.35552978515625}, {"start": 2221.31, "end": 2222.11, "word": " خدمات", "probability": 0.8517252604166666}, {"start": 2222.11, "end": 2222.63, "word": " تعليمية", "probability": 0.9822998046875}, {"start": 2222.63, "end": 2223.71, "word": " يعني،", "probability": 0.6748046875}, {"start": 2223.71, "end": 2223.79, "word": " ما", "probability": 0.921875}, {"start": 2223.79, "end": 2223.91, "word": " هو", "probability": 0.96044921875}, {"start": 2223.91, "end": 2224.27, "word": " المدارس", "probability": 0.8502197265625}, {"start": 2224.27, "end": 2224.59, "word": " بتقدم", "probability": 0.807861328125}, {"start": 2224.59, "end": 2224.91, "word": " خدمات", "probability": 0.89306640625}, {"start": 2224.91, "end": 2226.05, "word": " تعليمية،", "probability": 0.91982421875}, {"start": 2226.05, "end": 2226.55, "word": " الجامعة", "probability": 0.9856770833333334}, {"start": 2226.55, "end": 2226.77, "word": " الإسلامية", "probability": 0.975341796875}, {"start": 2226.77, "end": 2227.09, "word": " بتقدم", "probability": 0.96630859375}, {"start": 2227.09, "end": 2227.61, "word": " خدمات", "probability": 0.9803059895833334}, {"start": 2227.61, "end": 2228.31, "word": " تعليمية", "probability": 0.9951171875}, {"start": 2228.31, "end": 2228.83, "word": " تعليم", "probability": 0.7166341145833334}, {"start": 2228.83, "end": 2229.17, "word": " عالي،", "probability": 0.79425048828125}, {"start": 2229.17, "end": 2229.39, "word": " نقول", "probability": 0.3814697265625}, {"start": 2229.39, "end": 2229.71, "word": " بجود", "probability": 0.73779296875}, {"start": 2229.71, "end": 2231.41, "word": " عالي،", "probability": 0.7994384765625}, {"start": 2231.41, "end": 2232.41, "word": " واضح؟", "probability": 0.9072265625}, {"start": 2232.41, "end": 2232.79, "word": " افضل", "probability": 0.761688232421875}], "temperature": 1.0}, {"id": 89, "seek": 226119, "start": 2233.73, "end": 2261.19, "text": "ال strategic objectives و ال goals مين بيقدر يفرقلي بين ال objectives و بين ال goals؟ تفضل يا نور ال goals اللي هي الأهداف العامة أو الشاملة اللي موجودة في ال objective هي ال .. ال تنبع من الأهداف الصحيح الصحيح ال objectives عندي هي مجموعة من الأهداف لكن قصيرة المدى أنا بعملها عشان أحقق الهدف الكبير ال goals اللي هو للمدى البعيد خلينا ندخل ..", "tokens": [6027, 10924, 15961, 4032, 2423, 5493, 3714, 9957, 4724, 1829, 28543, 2288, 7251, 5172, 2288, 4587, 20292, 49374, 2423, 15961, 4032, 49374, 2423, 5493, 22807, 6055, 5172, 11242, 1211, 35186, 8717, 13063, 2423, 5493, 13672, 1829, 39896, 16247, 3224, 28259, 5172, 18863, 10943, 3660, 34051, 25124, 10943, 37977, 13672, 1829, 3714, 29245, 23328, 3660, 8978, 2423, 10024, 39896, 2423, 4386, 2423, 6055, 1863, 3555, 3615, 9154, 16247, 3224, 28259, 5172, 31767, 5016, 1829, 5016, 31767, 5016, 1829, 5016, 2423, 15961, 18871, 16254, 39896, 3714, 7435, 2304, 2407, 27884, 9154, 16247, 3224, 28259, 5172, 44381, 12174, 9381, 48923, 9673, 3215, 7578, 41850, 4724, 25957, 1211, 11296, 6225, 8592, 7649, 5551, 5016, 4587, 4587, 2423, 3224, 3215, 5172, 33251, 3555, 13546, 2423, 5493, 13672, 1829, 31439, 5296, 19528, 3215, 7578, 29739, 3615, 25708, 16490, 1211, 9957, 995, 8717, 3215, 9778, 1211, 4386], "avg_logprob": -0.21919326367953146, "compression_ratio": 2.0950570342205324, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2233.73, "end": 2234.13, "word": "ال", "probability": 0.91845703125}, {"start": 2234.13, "end": 2234.97, "word": " strategic", "probability": 0.64013671875}, {"start": 2234.97, "end": 2235.77, "word": " objectives", "probability": 0.8046875}, {"start": 2235.77, "end": 2236.07, "word": " و", "probability": 0.8427734375}, {"start": 2236.07, "end": 2236.19, "word": " ال", "probability": 0.87890625}, {"start": 2236.19, "end": 2236.57, "word": " goals", "probability": 0.892578125}, {"start": 2236.57, "end": 2237.51, "word": " مين", "probability": 0.864013671875}, {"start": 2237.51, "end": 2237.79, "word": " بيقدر", "probability": 0.902587890625}, {"start": 2237.79, "end": 2238.29, "word": " يفرقلي", "probability": 0.8916015625}, {"start": 2238.29, "end": 2238.49, "word": " بين", "probability": 0.98291015625}, {"start": 2238.49, "end": 2238.59, "word": " ال", "probability": 0.990234375}, {"start": 2238.59, "end": 2239.05, "word": " objectives", "probability": 0.837890625}, {"start": 2239.05, "end": 2239.37, "word": " و", "probability": 0.97607421875}, {"start": 2239.37, "end": 2239.59, "word": " بين", "probability": 0.94189453125}, {"start": 2239.59, "end": 2239.77, "word": " ال", "probability": 0.9921875}, {"start": 2239.77, "end": 2240.65, "word": " goals؟", "probability": 0.75244140625}, {"start": 2240.65, "end": 2242.17, "word": " تفضل", "probability": 0.626556396484375}, {"start": 2242.17, "end": 2242.27, "word": " يا", "probability": 0.48828125}, {"start": 2242.27, "end": 2242.49, "word": " نور", "probability": 0.927978515625}, {"start": 2242.49, "end": 2242.59, "word": " ال", "probability": 0.92138671875}, {"start": 2242.59, "end": 2242.85, "word": " goals", "probability": 0.9013671875}, {"start": 2242.85, "end": 2243.01, "word": " اللي", "probability": 0.7822265625}, {"start": 2243.01, "end": 2243.15, "word": " هي", "probability": 0.63134765625}, {"start": 2243.15, "end": 2243.69, "word": " الأهداف", "probability": 0.9859619140625}, {"start": 2243.69, "end": 2244.27, "word": " العامة", "probability": 0.96875}, {"start": 2244.27, "end": 2244.39, "word": " أو", "probability": 0.8740234375}, {"start": 2244.39, "end": 2245.03, "word": " الشاملة", "probability": 0.9088541666666666}, {"start": 2245.03, "end": 2245.15, "word": " اللي", "probability": 0.5238037109375}, {"start": 2245.15, "end": 2245.53, "word": " موجودة", "probability": 0.65380859375}, {"start": 2245.53, "end": 2245.61, "word": " في", "probability": 0.50146484375}, {"start": 2245.61, "end": 2245.67, "word": " ال", "probability": 0.65234375}, {"start": 2245.67, "end": 2246.03, "word": " objective", "probability": 0.445556640625}, {"start": 2246.03, "end": 2246.37, "word": " هي", "probability": 0.6240234375}, {"start": 2246.37, "end": 2246.63, "word": " ال", "probability": 0.37353515625}, {"start": 2246.63, "end": 2246.83, "word": " ..", "probability": 0.5009765625}, {"start": 2246.83, "end": 2247.21, "word": " ال", "probability": 0.2281494140625}, {"start": 2247.21, "end": 2247.65, "word": " تنبع", "probability": 0.53729248046875}, {"start": 2247.65, "end": 2247.81, "word": " من", "probability": 0.9453125}, {"start": 2247.81, "end": 2248.31, "word": " الأهداف", "probability": 0.9864501953125}, {"start": 2248.31, "end": 2249.43, "word": " الصحيح", "probability": 0.75177001953125}, {"start": 2249.43, "end": 2250.23, "word": " الصحيح", "probability": 0.9183349609375}, {"start": 2250.23, "end": 2250.37, "word": " ال", "probability": 0.97265625}, {"start": 2250.37, "end": 2250.77, "word": " objectives", "probability": 0.8017578125}, {"start": 2250.77, "end": 2251.13, "word": " عندي", "probability": 0.836669921875}, {"start": 2251.13, "end": 2251.29, "word": " هي", "probability": 0.87060546875}, {"start": 2251.29, "end": 2251.77, "word": " مجموعة", "probability": 0.9712890625}, {"start": 2251.77, "end": 2251.91, "word": " من", "probability": 0.9951171875}, {"start": 2251.91, "end": 2252.39, "word": " الأهداف", "probability": 0.9921875}, {"start": 2252.39, "end": 2252.63, "word": " لكن", "probability": 0.94580078125}, {"start": 2252.63, "end": 2253.09, "word": " قصيرة", "probability": 0.986328125}, {"start": 2253.09, "end": 2253.51, "word": " المدى", "probability": 0.9342447916666666}, {"start": 2253.51, "end": 2253.79, "word": " أنا", "probability": 0.70263671875}, {"start": 2253.79, "end": 2254.53, "word": " بعملها", "probability": 0.9434814453125}, {"start": 2254.53, "end": 2255.05, "word": " عشان", "probability": 0.98583984375}, {"start": 2255.05, "end": 2255.51, "word": " أحقق", "probability": 0.9678955078125}, {"start": 2255.51, "end": 2255.89, "word": " الهدف", "probability": 0.9835205078125}, {"start": 2255.89, "end": 2256.35, "word": " الكبير", "probability": 0.994140625}, {"start": 2256.35, "end": 2256.55, "word": " ال", "probability": 0.96533203125}, {"start": 2256.55, "end": 2256.89, "word": " goals", "probability": 0.91015625}, {"start": 2256.89, "end": 2257.09, "word": " اللي", "probability": 0.98291015625}, {"start": 2257.09, "end": 2257.31, "word": " هو", "probability": 0.98486328125}, {"start": 2257.31, "end": 2258.17, "word": " للمدى", "probability": 0.8299560546875}, {"start": 2258.17, "end": 2258.77, "word": " البعيد", "probability": 0.8885091145833334}, {"start": 2258.77, "end": 2260.23, "word": " خلينا", "probability": 0.73358154296875}, {"start": 2260.23, "end": 2260.55, "word": " ندخل", "probability": 0.9632568359375}, {"start": 2260.55, "end": 2261.19, "word": " ..", "probability": 0.3984375}], "temperature": 1.0}, {"id": 90, "seek": 228871, "start": 2262.94, "end": 2288.72, "text": "objectives طب بدل ال goals للمستوى البعيد و ال objectives للمستوى القصير ده مش معاكوسة مش معاكوسة عشان أنا أصل لل goals تبعي لازم في objectives بتوصلني لإله ممتاز جدا أهداف جزئية لما ننجزها بيكون أنجزنا الهدف ال .. الهدف الشخصي الهدف الكبير هاي أنا وصلت هون لنقطة اللي أنا بديها ممتاز زي مثلا مثلا هدفك", "tokens": [41070, 1539, 23032, 3555, 47525, 1211, 2423, 5493, 5296, 19528, 14851, 2407, 7578, 29739, 3615, 25708, 4032, 2423, 15961, 5296, 19528, 14851, 2407, 7578, 25062, 9381, 13546, 11778, 3224, 37893, 20449, 995, 4117, 41779, 3660, 37893, 20449, 995, 4117, 41779, 3660, 6225, 8592, 7649, 41850, 5551, 36520, 24976, 5493, 6055, 3555, 3615, 1829, 5296, 31377, 2304, 8978, 15961, 39894, 2407, 36520, 22653, 5296, 28814, 43761, 3714, 2304, 2655, 31377, 10874, 28259, 5551, 3224, 28259, 5172, 10874, 11622, 19986, 10632, 5296, 15042, 8717, 1863, 7435, 11622, 11296, 4724, 1829, 30544, 14739, 7435, 11622, 8315, 2423, 3224, 3215, 5172, 2423, 4386, 2423, 3224, 3215, 5172, 25124, 9778, 9381, 1829, 2423, 3224, 3215, 5172, 33251, 3555, 13546, 8032, 47302, 41850, 4032, 36520, 2655, 8032, 11536, 5296, 1863, 47432, 3660, 13672, 1829, 41850, 4724, 16254, 11296, 3714, 2304, 2655, 31377, 30767, 1829, 50113, 15040, 50113, 15040, 8032, 3215, 5172, 4117], "avg_logprob": -0.20833333779354485, "compression_ratio": 2.011904761904762, "no_speech_prob": 0.0, "words": [{"start": 2262.94, "end": 2263.36, "word": "objectives", "probability": 0.4986572265625}, {"start": 2263.36, "end": 2263.58, "word": " طب", "probability": 0.865966796875}, {"start": 2263.58, "end": 2263.94, "word": " بدل", "probability": 0.643798828125}, {"start": 2263.94, "end": 2264.66, "word": " ال", "probability": 0.95703125}, {"start": 2264.66, "end": 2264.92, "word": " goals", "probability": 0.90966796875}, {"start": 2264.92, "end": 2265.52, "word": " للمستوى", "probability": 0.82421875}, {"start": 2265.52, "end": 2266.0, "word": " البعيد", "probability": 0.7882486979166666}, {"start": 2266.0, "end": 2266.18, "word": " و", "probability": 0.68603515625}, {"start": 2266.18, "end": 2266.28, "word": " ال", "probability": 0.9755859375}, {"start": 2266.28, "end": 2266.6, "word": " objectives", "probability": 0.5498046875}, {"start": 2266.6, "end": 2267.0, "word": " للمستوى", "probability": 0.8876953125}, {"start": 2267.0, "end": 2267.3, "word": " القصير", "probability": 0.814453125}, {"start": 2267.3, "end": 2267.44, "word": " ده", "probability": 0.717041015625}, {"start": 2267.44, "end": 2267.56, "word": " مش", "probability": 0.49755859375}, {"start": 2267.56, "end": 2268.82, "word": " معاكوسة", "probability": 0.83525390625}, {"start": 2268.82, "end": 2270.92, "word": " مش", "probability": 0.857421875}, {"start": 2270.92, "end": 2271.5, "word": " معاكوسة", "probability": 0.96572265625}, {"start": 2271.5, "end": 2271.78, "word": " عشان", "probability": 0.9718424479166666}, {"start": 2271.78, "end": 2271.98, "word": " أنا", "probability": 0.408935546875}, {"start": 2271.98, "end": 2272.28, "word": " أصل", "probability": 0.913818359375}, {"start": 2272.28, "end": 2272.48, "word": " لل", "probability": 0.724609375}, {"start": 2272.48, "end": 2272.78, "word": " goals", "probability": 0.892578125}, {"start": 2272.78, "end": 2273.32, "word": " تبعي", "probability": 0.9378662109375}, {"start": 2273.32, "end": 2274.02, "word": " لازم", "probability": 0.97802734375}, {"start": 2274.02, "end": 2274.16, "word": " في", "probability": 0.83251953125}, {"start": 2274.16, "end": 2274.76, "word": " objectives", "probability": 0.60009765625}, {"start": 2274.76, "end": 2275.92, "word": " بتوصلني", "probability": 0.8697509765625}, {"start": 2275.92, "end": 2276.28, "word": " لإله", "probability": 0.8175455729166666}, {"start": 2276.28, "end": 2276.3, "word": " ممتاز", "probability": 0.791015625}, {"start": 2276.3, "end": 2276.96, "word": " جدا", "probability": 0.629638671875}, {"start": 2276.96, "end": 2277.62, "word": " أهداف", "probability": 0.9176025390625}, {"start": 2277.62, "end": 2278.26, "word": " جزئية", "probability": 0.94384765625}, {"start": 2278.26, "end": 2278.98, "word": " لما", "probability": 0.94287109375}, {"start": 2278.98, "end": 2279.46, "word": " ننجزها", "probability": 0.89951171875}, {"start": 2279.46, "end": 2279.78, "word": " بيكون", "probability": 0.9072265625}, {"start": 2279.78, "end": 2280.18, "word": " أنجزنا", "probability": 0.9134521484375}, {"start": 2280.18, "end": 2280.48, "word": " الهدف", "probability": 0.9776611328125}, {"start": 2280.48, "end": 2280.64, "word": " ال", "probability": 0.57958984375}, {"start": 2280.64, "end": 2280.9, "word": " ..", "probability": 0.2158203125}, {"start": 2280.9, "end": 2281.26, "word": " الهدف", "probability": 0.9500732421875}, {"start": 2281.26, "end": 2281.44, "word": " الشخصي", "probability": 0.7457275390625}, {"start": 2281.44, "end": 2281.92, "word": " الهدف", "probability": 0.9842529296875}, {"start": 2281.92, "end": 2282.42, "word": " الكبير", "probability": 0.9915364583333334}, {"start": 2282.42, "end": 2282.58, "word": " هاي", "probability": 0.6414794921875}, {"start": 2282.58, "end": 2282.78, "word": " أنا", "probability": 0.80419921875}, {"start": 2282.78, "end": 2283.22, "word": " وصلت", "probability": 0.97412109375}, {"start": 2283.22, "end": 2283.9, "word": " هون", "probability": 0.790771484375}, {"start": 2283.9, "end": 2284.78, "word": " لنقطة", "probability": 0.78082275390625}, {"start": 2284.78, "end": 2284.9, "word": " اللي", "probability": 0.923828125}, {"start": 2284.9, "end": 2285.04, "word": " أنا", "probability": 0.72705078125}, {"start": 2285.04, "end": 2285.58, "word": " بديها", "probability": 0.7703450520833334}, {"start": 2285.58, "end": 2286.04, "word": " ممتاز", "probability": 0.9532470703125}, {"start": 2286.04, "end": 2287.4, "word": " زي", "probability": 0.816650390625}, {"start": 2287.4, "end": 2287.54, "word": " مثلا", "probability": 0.674560546875}, {"start": 2287.54, "end": 2288.06, "word": " مثلا", "probability": 0.6077880859375}, {"start": 2288.06, "end": 2288.72, "word": " هدفك", "probability": 0.9866943359375}], "temperature": 1.0}, {"id": 91, "seek": 230194, "start": 2289.29, "end": 2301.95, "text": "يعني تحصلي على شهادة ال MBA معدى العالم، بس تنجح في كل المصادقات، بتعمل الأسباب نقشتيها، حققت الأجزاء اللي هدالي القرية هذه خلاص، حققتنا الهدف الادائسي، تفضلي", "tokens": [40228, 22653, 6055, 5016, 36520, 1829, 15844, 13412, 11296, 41891, 2423, 26674, 20449, 3215, 7578, 18863, 45340, 12399, 4724, 3794, 6055, 1863, 7435, 5016, 8978, 28242, 9673, 9381, 18513, 4587, 9307, 12399, 39894, 25957, 1211, 16247, 35457, 16758, 8717, 4587, 8592, 31371, 11296, 12399, 11331, 4587, 38149, 16247, 7435, 11622, 16606, 13672, 1829, 8032, 3215, 6027, 1829, 25062, 2288, 10632, 29538, 16490, 1211, 33546, 12399, 11331, 4587, 38149, 8315, 2423, 3224, 3215, 5172, 2423, 18513, 16373, 3794, 1829, 12399, 6055, 5172, 11242, 20292], "avg_logprob": -0.3677455311020215, "compression_ratio": 1.64, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2289.29, "end": 2289.53, "word": "يعني", "probability": 0.680908203125}, {"start": 2289.53, "end": 2290.07, "word": " تحصلي", "probability": 0.74420166015625}, {"start": 2290.07, "end": 2290.35, "word": " على", "probability": 0.9033203125}, {"start": 2290.35, "end": 2290.97, "word": " شهادة", "probability": 0.9332682291666666}, {"start": 2290.97, "end": 2291.09, "word": " ال", "probability": 0.79150390625}, {"start": 2291.09, "end": 2291.47, "word": " MBA", "probability": 0.5576171875}, {"start": 2291.47, "end": 2291.93, "word": " معدى", "probability": 0.676025390625}, {"start": 2291.93, "end": 2292.81, "word": " العالم،", "probability": 0.7482096354166666}, {"start": 2292.81, "end": 2293.07, "word": " بس", "probability": 0.98779296875}, {"start": 2293.07, "end": 2293.39, "word": " تنجح", "probability": 0.958740234375}, {"start": 2293.39, "end": 2293.51, "word": " في", "probability": 0.87939453125}, {"start": 2293.51, "end": 2293.69, "word": " كل", "probability": 0.9931640625}, {"start": 2293.69, "end": 2294.25, "word": " المصادقات،", "probability": 0.6849365234375}, {"start": 2294.25, "end": 2294.53, "word": " بتعمل", "probability": 0.6705729166666666}, {"start": 2294.53, "end": 2294.91, "word": " الأسباب", "probability": 0.5406494140625}, {"start": 2294.91, "end": 2296.73, "word": " نقشتيها،", "probability": 0.7436116536458334}, {"start": 2296.73, "end": 2297.25, "word": " حققت", "probability": 0.84228515625}, {"start": 2297.25, "end": 2297.85, "word": " الأجزاء", "probability": 0.96435546875}, {"start": 2297.85, "end": 2298.01, "word": " اللي", "probability": 0.719970703125}, {"start": 2298.01, "end": 2298.43, "word": " هدالي", "probability": 0.49127197265625}, {"start": 2298.43, "end": 2298.69, "word": " القرية", "probability": 0.5574544270833334}, {"start": 2298.69, "end": 2298.95, "word": " هذه", "probability": 0.43603515625}, {"start": 2298.95, "end": 2299.27, "word": " خلاص،", "probability": 0.8218994140625}, {"start": 2299.27, "end": 2299.61, "word": " حققتنا", "probability": 0.76434326171875}, {"start": 2299.61, "end": 2299.95, "word": " الهدف", "probability": 0.9166259765625}, {"start": 2299.95, "end": 2301.53, "word": " الادائسي،", "probability": 0.5484619140625}, {"start": 2301.53, "end": 2301.95, "word": " تفضلي", "probability": 0.7855224609375}], "temperature": 1.0}, {"id": 92, "seek": 233206, "start": 2308.94, "end": 2332.06, "text": "طبعاً هاي تعتبر مرحلة صياغة الاستراتيجية هي المرحلة التانية من المراحل الاستراتيجية هي مهمة تعتبر في تحديد رسالة المنظمة أهدافها وخياراتها طبعاً على المستويات التلاتة المستويات التلاتة المقصود فيها العليا والوسطى والتشغيلية أو الوظيفية تتمثل هاي المرحلة أو تشمل ال .. و ال business و الوظيفية", "tokens": [9566, 3555, 3615, 995, 14111, 8032, 47302, 6055, 34268, 26890, 3714, 2288, 5016, 37977, 20328, 1829, 5718, 118, 3660, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 39896, 9673, 2288, 5016, 37977, 16712, 7649, 10632, 9154, 9673, 23557, 5016, 1211, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 39896, 3714, 16095, 3660, 6055, 34268, 26890, 8978, 6055, 5016, 16254, 3215, 12602, 3794, 6027, 3660, 9673, 1863, 19913, 46007, 5551, 3224, 28259, 5172, 11296, 4032, 9778, 1829, 9640, 9307, 11296, 23032, 3555, 3615, 995, 14111, 15844, 9673, 14851, 45865, 9307, 16712, 1211, 9307, 3660, 9673, 14851, 45865, 9307, 16712, 1211, 9307, 3660, 9673, 4587, 9381, 23328, 8978, 11296, 18863, 20292, 995, 16070, 41779, 9566, 7578, 16070, 2655, 8592, 17082, 26895, 10632, 34051, 2423, 2407, 19913, 33911, 10632, 6055, 39237, 12984, 1211, 8032, 47302, 9673, 2288, 5016, 37977, 34051, 6055, 8592, 42213, 2423, 4386, 4032, 2423, 1606, 4032, 2423, 2407, 19913, 33911, 10632], "avg_logprob": -0.12385416323939959, "compression_ratio": 2.168032786885246, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2308.94, "end": 2309.44, "word": "طبعاً", "probability": 0.879296875}, {"start": 2309.44, "end": 2309.68, "word": " هاي", "probability": 0.704345703125}, {"start": 2309.68, "end": 2310.12, "word": " تعتبر", "probability": 0.9518229166666666}, {"start": 2310.12, "end": 2310.58, "word": " مرحلة", "probability": 0.9923095703125}, {"start": 2310.58, "end": 2311.08, "word": " صياغة", "probability": 0.85302734375}, {"start": 2311.08, "end": 2311.92, "word": " الاستراتيجية", "probability": 0.9220842633928571}, {"start": 2311.92, "end": 2312.1, "word": " هي", "probability": 0.75390625}, {"start": 2312.1, "end": 2312.52, "word": " المرحلة", "probability": 0.9801025390625}, {"start": 2312.52, "end": 2312.86, "word": " التانية", "probability": 0.9851888020833334}, {"start": 2312.86, "end": 2313.02, "word": " من", "probability": 0.990234375}, {"start": 2313.02, "end": 2313.38, "word": " المراحل", "probability": 0.8572998046875}, {"start": 2313.38, "end": 2314.22, "word": " الاستراتيجية", "probability": 0.9631696428571429}, {"start": 2314.22, "end": 2315.38, "word": " هي", "probability": 0.68408203125}, {"start": 2315.38, "end": 2315.98, "word": " مهمة", "probability": 0.99267578125}, {"start": 2315.98, "end": 2316.34, "word": " تعتبر", "probability": 0.9576822916666666}, {"start": 2316.34, "end": 2316.48, "word": " في", "probability": 0.93359375}, {"start": 2316.48, "end": 2316.9, "word": " تحديد", "probability": 0.9910888671875}, {"start": 2316.9, "end": 2317.34, "word": " رسالة", "probability": 0.876953125}, {"start": 2317.34, "end": 2318.04, "word": " المنظمة", "probability": 0.9818115234375}, {"start": 2318.04, "end": 2318.98, "word": " أهدافها", "probability": 0.89326171875}, {"start": 2318.98, "end": 2320.02, "word": " وخياراتها", "probability": 0.98193359375}, {"start": 2320.02, "end": 2320.64, "word": " طبعاً", "probability": 0.876171875}, {"start": 2320.64, "end": 2320.82, "word": " على", "probability": 0.93994140625}, {"start": 2320.82, "end": 2321.7, "word": " المستويات", "probability": 0.9752197265625}, {"start": 2321.7, "end": 2322.34, "word": " التلاتة", "probability": 0.9705810546875}, {"start": 2322.34, "end": 2322.84, "word": " المستويات", "probability": 0.9071044921875}, {"start": 2322.84, "end": 2323.18, "word": " التلاتة", "probability": 0.9876708984375}, {"start": 2323.18, "end": 2323.58, "word": " المقصود", "probability": 0.9921875}, {"start": 2323.58, "end": 2323.82, "word": " فيها", "probability": 0.924560546875}, {"start": 2323.82, "end": 2324.3, "word": " العليا", "probability": 0.8642578125}, {"start": 2324.3, "end": 2324.94, "word": " والوسطى", "probability": 0.863525390625}, {"start": 2324.94, "end": 2326.02, "word": " والتشغيلية", "probability": 0.9547526041666666}, {"start": 2326.02, "end": 2326.18, "word": " أو", "probability": 0.80615234375}, {"start": 2326.18, "end": 2326.84, "word": " الوظيفية", "probability": 0.9736328125}, {"start": 2326.84, "end": 2328.68, "word": " تتمثل", "probability": 0.9462890625}, {"start": 2328.68, "end": 2328.86, "word": " هاي", "probability": 0.663330078125}, {"start": 2328.86, "end": 2329.3, "word": " المرحلة", "probability": 0.97265625}, {"start": 2329.3, "end": 2329.5, "word": " أو", "probability": 0.603515625}, {"start": 2329.5, "end": 2329.86, "word": " تشمل", "probability": 0.9775390625}, {"start": 2329.86, "end": 2329.92, "word": " ال", "probability": 0.28125}, {"start": 2329.92, "end": 2329.92, "word": " ..", "probability": 0.0626220703125}, {"start": 2329.92, "end": 2330.0, "word": " و", "probability": 0.1600341796875}, {"start": 2330.0, "end": 2330.1, "word": " ال", "probability": 0.80029296875}, {"start": 2330.1, "end": 2330.68, "word": " business", "probability": 0.94970703125}, {"start": 2330.68, "end": 2331.42, "word": " و", "probability": 0.9208984375}, {"start": 2331.42, "end": 2332.06, "word": " الوظيفية", "probability": 0.96650390625}], "temperature": 1.0}, {"id": 93, "seek": 235463, "start": 2333.37, "end": 2354.63, "text": "تشمل مجموعة من الأنشطة اللي هي زي ما حكينا تحديد رسالة المؤسسة يفنك بالسنة المؤسسة و مجرد ما تقولي متى هندعم ال gym خلص تقديم خدمات لياقة و رياضة للبنانين، تندعم المستشعر، تندعم الصحية و مجرد ما يطلع في عقلك شهو المشروع تطلع رسالة معاه", "tokens": [2655, 8592, 42213, 3714, 7435, 2304, 2407, 27884, 9154, 16247, 1863, 8592, 9566, 3660, 13672, 1829, 39896, 30767, 1829, 19446, 11331, 4117, 1829, 8315, 6055, 5016, 16254, 3215, 12602, 3794, 6027, 3660, 9673, 33604, 3794, 3794, 3660, 7251, 5172, 1863, 4117, 20666, 3794, 1863, 3660, 9673, 33604, 3794, 3794, 3660, 4032, 3714, 7435, 2288, 3215, 19446, 6055, 39648, 1829, 44650, 7578, 8032, 41260, 25957, 2423, 9222, 16490, 1211, 9381, 6055, 4587, 16254, 2304, 16490, 40448, 9307, 32239, 995, 28671, 4032, 12602, 1829, 46958, 3660, 24976, 3555, 1863, 7649, 9957, 12399, 6055, 41260, 25957, 9673, 14851, 8592, 3615, 2288, 12399, 6055, 41260, 25957, 31767, 5016, 10632, 4032, 3714, 7435, 2288, 3215, 19446, 7251, 9566, 1211, 3615, 8978, 6225, 4587, 23275, 13412, 3224, 2407, 9673, 8592, 32887, 3615, 6055, 9566, 1211, 3615, 12602, 3794, 6027, 3660, 20449, 40294], "avg_logprob": -0.20791513902427505, "compression_ratio": 1.9227272727272726, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2333.37, "end": 2334.21, "word": "تشمل", "probability": 0.8564453125}, {"start": 2334.21, "end": 2334.75, "word": " مجموعة", "probability": 0.8990234375}, {"start": 2334.75, "end": 2334.97, "word": " من", "probability": 0.986328125}, {"start": 2334.97, "end": 2335.75, "word": " الأنشطة", "probability": 0.95341796875}, {"start": 2335.75, "end": 2336.07, "word": " اللي", "probability": 0.69873046875}, {"start": 2336.07, "end": 2336.33, "word": " هي", "probability": 0.96435546875}, {"start": 2336.33, "end": 2336.85, "word": " زي", "probability": 0.89599609375}, {"start": 2336.85, "end": 2336.95, "word": " ما", "probability": 0.9873046875}, {"start": 2336.95, "end": 2337.39, "word": " حكينا", "probability": 0.9879150390625}, {"start": 2337.39, "end": 2337.87, "word": " تحديد", "probability": 0.95751953125}, {"start": 2337.87, "end": 2338.31, "word": " رسالة", "probability": 0.935546875}, {"start": 2338.31, "end": 2339.01, "word": " المؤسسة", "probability": 0.991796875}, {"start": 2339.01, "end": 2339.43, "word": " يفنك", "probability": 0.5723876953125}, {"start": 2339.43, "end": 2339.93, "word": " بالسنة", "probability": 0.5338134765625}, {"start": 2339.93, "end": 2340.39, "word": " المؤسسة", "probability": 0.9734375}, {"start": 2340.39, "end": 2340.53, "word": " و", "probability": 0.453857421875}, {"start": 2340.53, "end": 2340.77, "word": " مجرد", "probability": 0.931396484375}, {"start": 2340.77, "end": 2340.85, "word": " ما", "probability": 0.58251953125}, {"start": 2340.85, "end": 2341.15, "word": " تقولي", "probability": 0.9412434895833334}, {"start": 2341.15, "end": 2341.39, "word": " متى", "probability": 0.770751953125}, {"start": 2341.39, "end": 2341.73, "word": " هندعم", "probability": 0.5847981770833334}, {"start": 2341.73, "end": 2341.95, "word": " ال", "probability": 0.80078125}, {"start": 2341.95, "end": 2342.31, "word": " gym", "probability": 0.62841796875}, {"start": 2342.31, "end": 2343.05, "word": " خلص", "probability": 0.9181315104166666}, {"start": 2343.05, "end": 2344.17, "word": " تقديم", "probability": 0.8011474609375}, {"start": 2344.17, "end": 2344.59, "word": " خدمات", "probability": 0.9488932291666666}, {"start": 2344.59, "end": 2345.13, "word": " لياقة", "probability": 0.743896484375}, {"start": 2345.13, "end": 2345.39, "word": " و", "probability": 0.93701171875}, {"start": 2345.39, "end": 2345.75, "word": " رياضة", "probability": 0.7890625}, {"start": 2345.75, "end": 2347.03, "word": " للبنانين،", "probability": 0.7043863932291666}, {"start": 2347.03, "end": 2347.35, "word": " تندعم", "probability": 0.5616861979166666}, {"start": 2347.35, "end": 2348.55, "word": " المستشعر،", "probability": 0.80084228515625}, {"start": 2348.55, "end": 2348.61, "word": " تندعم", "probability": 0.7548828125}, {"start": 2348.61, "end": 2349.17, "word": " الصحية", "probability": 0.9451497395833334}, {"start": 2349.17, "end": 2349.83, "word": " و", "probability": 0.444091796875}, {"start": 2349.83, "end": 2350.31, "word": " مجرد", "probability": 0.978515625}, {"start": 2350.31, "end": 2350.57, "word": " ما", "probability": 0.95849609375}, {"start": 2350.57, "end": 2351.43, "word": " يطلع", "probability": 0.989013671875}, {"start": 2351.43, "end": 2351.57, "word": " في", "probability": 0.9287109375}, {"start": 2351.57, "end": 2352.07, "word": " عقلك", "probability": 0.88623046875}, {"start": 2352.07, "end": 2352.85, "word": " شهو", "probability": 0.8974609375}, {"start": 2352.85, "end": 2353.57, "word": " المشروع", "probability": 0.957763671875}, {"start": 2353.57, "end": 2353.99, "word": " تطلع", "probability": 0.89111328125}, {"start": 2353.99, "end": 2354.33, "word": " رسالة", "probability": 0.84478759765625}, {"start": 2354.33, "end": 2354.63, "word": " معاه", "probability": 0.894287109375}], "temperature": 1.0}, {"id": 94, "seek": 237421, "start": 2355.83, "end": 2374.21, "text": "كمان بالرسالة أنا بعمل فيها ذكر للميزة التنافسية تبعتي يعني أنا هي كلها كام من سطر بدي أحاول أقنع الزبون من قدامي أنه أنا أفضل من غيري وأنه أنا عندي ميزة تنافسية تحديد الغايات والأهداف طويلة الأجل زي ما حكينا نعمل دراسة للبيئة الخارجية", "tokens": [24793, 7649, 20666, 2288, 3794, 6027, 3660, 41850, 4724, 25957, 1211, 8978, 11296, 29910, 37983, 24976, 2304, 1829, 11622, 3660, 16712, 8315, 36178, 10632, 6055, 3555, 3615, 31371, 37495, 22653, 41850, 39896, 28242, 11296, 9122, 10943, 9154, 8608, 9566, 2288, 4724, 16254, 5551, 5016, 995, 12610, 5551, 4587, 1863, 3615, 6024, 110, 3555, 11536, 9154, 12174, 3215, 10943, 1829, 14739, 3224, 41850, 5551, 5172, 11242, 1211, 9154, 32771, 13546, 1829, 4032, 33456, 3224, 41850, 18871, 16254, 3714, 1829, 11622, 3660, 6055, 8315, 36178, 10632, 6055, 5016, 16254, 3215, 6024, 118, 47302, 9307, 16070, 10721, 3224, 28259, 5172, 23032, 2407, 26895, 3660, 16247, 7435, 1211, 30767, 1829, 19446, 11331, 4117, 1829, 8315, 8717, 25957, 1211, 11778, 23557, 3794, 3660, 24976, 21292, 19986, 3660, 33962, 9640, 7435, 10632], "avg_logprob": -0.12272391485886311, "compression_ratio": 1.9147982062780269, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 2355.83, "end": 2356.21, "word": "كمان", "probability": 0.746826171875}, {"start": 2356.21, "end": 2356.93, "word": " بالرسالة", "probability": 0.982421875}, {"start": 2356.93, "end": 2357.15, "word": " أنا", "probability": 0.65576171875}, {"start": 2357.15, "end": 2357.73, "word": " بعمل", "probability": 0.9352213541666666}, {"start": 2357.73, "end": 2358.25, "word": " فيها", "probability": 0.98828125}, {"start": 2358.25, "end": 2358.69, "word": " ذكر", "probability": 0.964599609375}, {"start": 2358.69, "end": 2359.11, "word": " للميزة", "probability": 0.89541015625}, {"start": 2359.11, "end": 2359.71, "word": " التنافسية", "probability": 0.9810791015625}, {"start": 2359.71, "end": 2360.15, "word": " تبعتي", "probability": 0.9271240234375}, {"start": 2360.15, "end": 2360.39, "word": " يعني", "probability": 0.73095703125}, {"start": 2360.39, "end": 2360.63, "word": " أنا", "probability": 0.80419921875}, {"start": 2360.63, "end": 2360.85, "word": " هي", "probability": 0.779296875}, {"start": 2360.85, "end": 2361.29, "word": " كلها", "probability": 0.929931640625}, {"start": 2361.29, "end": 2361.47, "word": " كام", "probability": 0.699951171875}, {"start": 2361.47, "end": 2361.57, "word": " من", "probability": 0.99365234375}, {"start": 2361.57, "end": 2361.91, "word": " سطر", "probability": 0.9744466145833334}, {"start": 2361.91, "end": 2362.17, "word": " بدي", "probability": 0.5828857421875}, {"start": 2362.17, "end": 2362.51, "word": " أحاول", "probability": 0.9560546875}, {"start": 2362.51, "end": 2362.95, "word": " أقنع", "probability": 0.9857177734375}, {"start": 2362.95, "end": 2363.39, "word": " الزبون", "probability": 0.771728515625}, {"start": 2363.39, "end": 2363.47, "word": " من", "probability": 0.78662109375}, {"start": 2363.47, "end": 2364.05, "word": " قدامي", "probability": 0.9669189453125}, {"start": 2364.05, "end": 2364.57, "word": " أنه", "probability": 0.786376953125}, {"start": 2364.57, "end": 2364.71, "word": " أنا", "probability": 0.8681640625}, {"start": 2364.71, "end": 2365.09, "word": " أفضل", "probability": 0.9913330078125}, {"start": 2365.09, "end": 2365.25, "word": " من", "probability": 0.9970703125}, {"start": 2365.25, "end": 2365.57, "word": " غيري", "probability": 0.9775390625}, {"start": 2365.57, "end": 2365.85, "word": " وأنه", "probability": 0.7749837239583334}, {"start": 2365.85, "end": 2366.01, "word": " أنا", "probability": 0.80029296875}, {"start": 2366.01, "end": 2366.29, "word": " عندي", "probability": 0.78662109375}, {"start": 2366.29, "end": 2366.61, "word": " ميزة", "probability": 0.9969482421875}, {"start": 2366.61, "end": 2367.33, "word": " تنافسية", "probability": 0.9891357421875}, {"start": 2367.33, "end": 2368.65, "word": " تحديد", "probability": 0.9512939453125}, {"start": 2368.65, "end": 2369.25, "word": " الغايات", "probability": 0.9461669921875}, {"start": 2369.25, "end": 2369.89, "word": " والأهداف", "probability": 0.859521484375}, {"start": 2369.89, "end": 2370.35, "word": " طويلة", "probability": 0.8309326171875}, {"start": 2370.35, "end": 2370.85, "word": " الأجل", "probability": 0.9619140625}, {"start": 2370.85, "end": 2371.11, "word": " زي", "probability": 0.919921875}, {"start": 2371.11, "end": 2371.17, "word": " ما", "probability": 0.9892578125}, {"start": 2371.17, "end": 2371.61, "word": " حكينا", "probability": 0.9615478515625}, {"start": 2371.61, "end": 2372.33, "word": " نعمل", "probability": 0.6125895182291666}, {"start": 2372.33, "end": 2372.81, "word": " دراسة", "probability": 0.9945068359375}, {"start": 2372.81, "end": 2373.37, "word": " للبيئة", "probability": 0.977294921875}, {"start": 2373.37, "end": 2374.21, "word": " الخارجية", "probability": 0.9970703125}], "temperature": 1.0}, {"id": 95, "seek": 239330, "start": 2374.56, "end": 2393.3, "text": "من البيئة الخارجية أنا بقدر أحدد شو في عندي فرص أنا ممكن أستغلها، شو عندي مخاطر أنا لازم أجنبها، و لازم أعمل دراسة لإمكانيات الداخلية، كمنظمة أنا بدأ أروح أشوف وين نقاط القوة عندي وين نقاط الضعف، و بعدها بتيجي مرحلة ..", "tokens": [27842, 2423, 21292, 19986, 3660, 33962, 9640, 7435, 10632, 41850, 4724, 28543, 2288, 5551, 24401, 3215, 13412, 2407, 8978, 18871, 16254, 6156, 2288, 9381, 41850, 3714, 43020, 5551, 14851, 17082, 1211, 11296, 12399, 13412, 2407, 18871, 16254, 3714, 9778, 41193, 2288, 41850, 5296, 31377, 2304, 5551, 7435, 1863, 3555, 11296, 12399, 4032, 5296, 31377, 2304, 5551, 25957, 1211, 11778, 23557, 3794, 3660, 5296, 28814, 2304, 41361, 1829, 9307, 32748, 47283, 1211, 10632, 12399, 9122, 27842, 19913, 46007, 41850, 47525, 10721, 5551, 32887, 5016, 5551, 8592, 38688, 4032, 9957, 8717, 4587, 41193, 25062, 2407, 3660, 18871, 16254, 4032, 9957, 8717, 4587, 41193, 6024, 114, 3615, 5172, 12399, 4032, 39182, 11296, 39894, 1829, 7435, 1829, 3714, 2288, 5016, 37977, 4386], "avg_logprob": -0.1242778421450062, "compression_ratio": 1.8894230769230769, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2374.56, "end": 2374.72, "word": "من", "probability": 0.96728515625}, {"start": 2374.72, "end": 2375.02, "word": " البيئة", "probability": 0.9661865234375}, {"start": 2375.02, "end": 2375.48, "word": " الخارجية", "probability": 0.9962158203125}, {"start": 2375.48, "end": 2375.66, "word": " أنا", "probability": 0.6484375}, {"start": 2375.66, "end": 2376.02, "word": " بقدر", "probability": 0.9915364583333334}, {"start": 2376.02, "end": 2376.54, "word": " أحدد", "probability": 0.9231770833333334}, {"start": 2376.54, "end": 2376.76, "word": " شو", "probability": 0.906494140625}, {"start": 2376.76, "end": 2376.88, "word": " في", "probability": 0.92333984375}, {"start": 2376.88, "end": 2377.18, "word": " عندي", "probability": 0.8037109375}, {"start": 2377.18, "end": 2377.6, "word": " فرص", "probability": 0.9954427083333334}, {"start": 2377.6, "end": 2377.76, "word": " أنا", "probability": 0.75439453125}, {"start": 2377.76, "end": 2378.08, "word": " ممكن", "probability": 0.99267578125}, {"start": 2378.08, "end": 2378.8, "word": " أستغلها،", "probability": 0.9038899739583334}, {"start": 2378.8, "end": 2379.0, "word": " شو", "probability": 0.979248046875}, {"start": 2379.0, "end": 2379.24, "word": " عندي", "probability": 0.95458984375}, {"start": 2379.24, "end": 2379.8, "word": " مخاطر", "probability": 0.99560546875}, {"start": 2379.8, "end": 2380.14, "word": " أنا", "probability": 0.69287109375}, {"start": 2380.14, "end": 2380.84, "word": " لازم", "probability": 0.9973958333333334}, {"start": 2380.84, "end": 2381.86, "word": " أجنبها،", "probability": 0.8310546875}, {"start": 2381.86, "end": 2382.14, "word": " و", "probability": 0.8564453125}, {"start": 2382.14, "end": 2382.5, "word": " لازم", "probability": 0.9591471354166666}, {"start": 2382.5, "end": 2382.82, "word": " أعمل", "probability": 0.9812825520833334}, {"start": 2382.82, "end": 2383.32, "word": " دراسة", "probability": 0.995849609375}, {"start": 2383.32, "end": 2384.14, "word": " لإمكانيات", "probability": 0.97412109375}, {"start": 2384.14, "end": 2385.02, "word": " الداخلية،", "probability": 0.88779296875}, {"start": 2385.02, "end": 2385.74, "word": " كمنظمة", "probability": 0.9715576171875}, {"start": 2385.74, "end": 2385.98, "word": " أنا", "probability": 0.81640625}, {"start": 2385.98, "end": 2386.28, "word": " بدأ", "probability": 0.5186767578125}, {"start": 2386.28, "end": 2386.42, "word": " أروح", "probability": 0.9459635416666666}, {"start": 2386.42, "end": 2386.72, "word": " أشوف", "probability": 0.9869791666666666}, {"start": 2386.72, "end": 2386.96, "word": " وين", "probability": 0.9384765625}, {"start": 2386.96, "end": 2387.32, "word": " نقاط", "probability": 0.9104817708333334}, {"start": 2387.32, "end": 2387.74, "word": " القوة", "probability": 0.9972330729166666}, {"start": 2387.74, "end": 2388.08, "word": " عندي", "probability": 0.864013671875}, {"start": 2388.08, "end": 2388.68, "word": " وين", "probability": 0.69921875}, {"start": 2388.68, "end": 2389.04, "word": " نقاط", "probability": 0.9554036458333334}, {"start": 2389.04, "end": 2389.8, "word": " الضعف،", "probability": 0.800634765625}, {"start": 2389.8, "end": 2389.94, "word": " و", "probability": 0.89306640625}, {"start": 2389.94, "end": 2390.4, "word": " بعدها", "probability": 0.787841796875}, {"start": 2390.4, "end": 2390.9, "word": " بتيجي", "probability": 0.9051513671875}, {"start": 2390.9, "end": 2391.42, "word": " مرحلة", "probability": 0.9918212890625}, {"start": 2391.42, "end": 2393.3, "word": " ..", "probability": 0.6787109375}], "temperature": 1.0}, {"id": 96, "seek": 242171, "start": 2394.75, "end": 2421.71, "text": "و راح نذكره كمان تحديد البدائل ال استراتيجية و بعدين راح أختار ال استراتيجية المناسبة راح يكون عندي أكتر من بديل و راح أشوف مين أكتر واحد بنسبني زي مثلا عندي هنا مثال أنا جايبالكم اللي هي مثال على الجامعة الإسلامية نور تفضل اقرأيلنا رؤية الجامعة رؤية الجامعة منارة علمية رائدة بالمعرفة والثقافة وخدمة الإنسانية لإحداد محظوظ مجتمعية شاملة", "tokens": [2407, 12602, 39319, 8717, 8848, 37983, 3224, 9122, 2304, 7649, 6055, 5016, 16254, 3215, 29739, 3215, 16373, 1211, 2423, 44713, 2288, 9307, 1829, 7435, 10632, 4032, 39182, 9957, 12602, 39319, 5551, 46456, 9640, 2423, 44713, 2288, 9307, 1829, 7435, 10632, 9673, 8315, 35457, 3660, 12602, 39319, 7251, 30544, 18871, 16254, 5551, 4117, 2655, 2288, 9154, 4724, 16254, 1211, 4032, 12602, 39319, 5551, 8592, 38688, 3714, 9957, 5551, 4117, 2655, 2288, 36764, 24401, 44945, 35457, 22653, 30767, 1829, 50113, 15040, 18871, 16254, 34105, 50113, 6027, 41850, 10874, 47302, 3555, 6027, 24793, 13672, 1829, 39896, 50113, 6027, 15844, 25724, 10943, 27884, 33688, 3794, 37440, 10632, 8717, 13063, 6055, 5172, 11242, 1211, 1975, 4587, 2288, 10721, 26895, 8315, 12602, 33604, 10632, 25724, 10943, 27884, 12602, 33604, 10632, 25724, 10943, 27884, 9154, 9640, 3660, 11203, 2304, 10632, 12602, 16373, 41891, 20666, 2304, 3615, 28480, 3660, 16070, 12984, 4587, 31845, 3660, 4032, 9778, 40448, 3660, 33688, 1863, 3794, 7649, 10632, 5296, 28814, 24401, 18513, 3714, 5016, 19913, 2407, 19913, 3714, 7435, 39237, 3615, 10632, 13412, 10943, 37977], "avg_logprob": -0.12346459313624167, "compression_ratio": 2.176678445229682, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 2394.75, "end": 2395.21, "word": "و", "probability": 0.67333984375}, {"start": 2395.21, "end": 2395.35, "word": " راح", "probability": 0.677978515625}, {"start": 2395.35, "end": 2396.25, "word": " نذكره", "probability": 0.8895263671875}, {"start": 2396.25, "end": 2396.59, "word": " كمان", "probability": 0.9969075520833334}, {"start": 2396.59, "end": 2398.37, "word": " تحديد", "probability": 0.8817138671875}, {"start": 2398.37, "end": 2398.97, "word": " البدائل", "probability": 0.877197265625}, {"start": 2398.97, "end": 2399.15, "word": " ال", "probability": 0.4228515625}, {"start": 2399.15, "end": 2400.01, "word": " استراتيجية", "probability": 0.888427734375}, {"start": 2400.01, "end": 2400.51, "word": " و", "probability": 0.62646484375}, {"start": 2400.51, "end": 2400.89, "word": " بعدين", "probability": 0.956787109375}, {"start": 2400.89, "end": 2401.07, "word": " راح", "probability": 0.97607421875}, {"start": 2401.07, "end": 2401.71, "word": " أختار", "probability": 0.90576171875}, {"start": 2401.71, "end": 2401.87, "word": " ال", "probability": 0.73876953125}, {"start": 2401.87, "end": 2402.49, "word": " استراتيجية", "probability": 0.9336751302083334}, {"start": 2402.49, "end": 2403.01, "word": " المناسبة", "probability": 0.990966796875}, {"start": 2403.01, "end": 2403.17, "word": " راح", "probability": 0.82177734375}, {"start": 2403.17, "end": 2403.37, "word": " يكون", "probability": 0.970703125}, {"start": 2403.37, "end": 2403.57, "word": " عندي", "probability": 0.804443359375}, {"start": 2403.57, "end": 2403.87, "word": " أكتر", "probability": 0.982177734375}, {"start": 2403.87, "end": 2404.05, "word": " من", "probability": 0.98779296875}, {"start": 2404.05, "end": 2404.53, "word": " بديل", "probability": 0.8256022135416666}, {"start": 2404.53, "end": 2404.89, "word": " و", "probability": 0.9931640625}, {"start": 2404.89, "end": 2405.01, "word": " راح", "probability": 0.945068359375}, {"start": 2405.01, "end": 2405.39, "word": " أشوف", "probability": 0.98046875}, {"start": 2405.39, "end": 2405.69, "word": " مين", "probability": 0.95263671875}, {"start": 2405.69, "end": 2406.03, "word": " أكتر", "probability": 0.98974609375}, {"start": 2406.03, "end": 2406.45, "word": " واحد", "probability": 0.99169921875}, {"start": 2406.45, "end": 2407.13, "word": " بنسبني", "probability": 0.9296875}, {"start": 2407.13, "end": 2407.73, "word": " زي", "probability": 0.914794921875}, {"start": 2407.73, "end": 2408.05, "word": " مثلا", "probability": 0.978271484375}, {"start": 2408.05, "end": 2408.39, "word": " عندي", "probability": 0.944580078125}, {"start": 2408.39, "end": 2408.59, "word": " هنا", "probability": 0.9521484375}, {"start": 2408.59, "end": 2409.19, "word": " مثال", "probability": 0.952880859375}, {"start": 2409.19, "end": 2409.47, "word": " أنا", "probability": 0.818359375}, {"start": 2409.47, "end": 2409.93, "word": " جايبالكم", "probability": 0.9095703125}, {"start": 2409.93, "end": 2410.11, "word": " اللي", "probability": 0.93115234375}, {"start": 2410.11, "end": 2410.35, "word": " هي", "probability": 0.8701171875}, {"start": 2410.35, "end": 2410.83, "word": " مثال", "probability": 0.950927734375}, {"start": 2410.83, "end": 2410.95, "word": " على", "probability": 0.79296875}, {"start": 2410.95, "end": 2411.25, "word": " الجامعة", "probability": 0.9881184895833334}, {"start": 2411.25, "end": 2411.95, "word": " الإسلامية", "probability": 0.97998046875}, {"start": 2411.95, "end": 2412.69, "word": " نور", "probability": 0.757080078125}, {"start": 2412.69, "end": 2413.07, "word": " تفضل", "probability": 0.9351806640625}, {"start": 2413.07, "end": 2413.51, "word": " اقرأيلنا", "probability": 0.837158203125}, {"start": 2413.51, "end": 2413.79, "word": " رؤية", "probability": 0.9939778645833334}, {"start": 2413.79, "end": 2414.33, "word": " الجامعة", "probability": 0.9912109375}, {"start": 2414.33, "end": 2414.99, "word": " رؤية", "probability": 0.9514973958333334}, {"start": 2414.99, "end": 2415.65, "word": " الجامعة", "probability": 0.98974609375}, {"start": 2415.65, "end": 2416.35, "word": " منارة", "probability": 0.83740234375}, {"start": 2416.35, "end": 2416.71, "word": " علمية", "probability": 0.8917643229166666}, {"start": 2416.71, "end": 2417.31, "word": " رائدة", "probability": 0.8439127604166666}, {"start": 2417.31, "end": 2418.01, "word": " بالمعرفة", "probability": 0.84423828125}, {"start": 2418.01, "end": 2418.63, "word": " والثقافة", "probability": 0.799951171875}, {"start": 2418.63, "end": 2419.11, "word": " وخدمة", "probability": 0.9444580078125}, {"start": 2419.11, "end": 2419.71, "word": " الإنسانية", "probability": 0.857080078125}, {"start": 2419.71, "end": 2420.27, "word": " لإحداد", "probability": 0.8065185546875}, {"start": 2420.27, "end": 2420.67, "word": " محظوظ", "probability": 0.84169921875}, {"start": 2420.67, "end": 2421.21, "word": " مجتمعية", "probability": 0.861962890625}, {"start": 2421.21, "end": 2421.71, "word": " شاملة", "probability": 0.9658203125}], "temperature": 1.0}, {"id": 97, "seek": 244898, "start": 2422.29, "end": 2448.99, "text": "كنا جايفين برؤية الجامعة هي عبارة عن سطر و شوية ذكرت أنا هي إيش الجامعة منارة علمية رائدة للمعرفة والثقافة و هنا حكيتلي إحداث نهضة مجتمعية شاملة إيه بقى أنا بحكي هنا عن إشي في المستقبل أنا بذكر إنه احنا نسعى لإنه يكون عندنا نهضة مجتمعية شاملة لما كتبين علامة باللون الأحمر وسمحت ما هي صفات كتابة ال vision اللي هي رأيك؟", "tokens": [4117, 8315, 10874, 47302, 5172, 9957, 4724, 2288, 33604, 10632, 25724, 10943, 27884, 39896, 6225, 3555, 9640, 3660, 18871, 8608, 9566, 2288, 4032, 13412, 2407, 10632, 29910, 37983, 2655, 41850, 39896, 11933, 1829, 8592, 25724, 10943, 27884, 3714, 8315, 25720, 11203, 2304, 10632, 12602, 16373, 41891, 5296, 19528, 3615, 28480, 3660, 16070, 12984, 4587, 31845, 3660, 4032, 34105, 11331, 4117, 36081, 20292, 11933, 24401, 5718, 104, 8717, 3224, 11242, 3660, 3714, 7435, 39237, 3615, 10632, 13412, 10943, 37977, 11933, 1829, 3224, 4724, 4587, 7578, 41850, 4724, 5016, 4117, 1829, 34105, 18871, 11933, 8592, 1829, 8978, 9673, 14851, 4587, 36150, 41850, 4724, 8848, 37983, 36145, 3224, 1975, 5016, 8315, 8717, 3794, 3615, 7578, 5296, 28814, 1863, 3224, 7251, 30544, 43242, 8315, 8717, 3224, 11242, 3660, 3714, 7435, 39237, 3615, 10632, 13412, 10943, 37977, 5296, 15042, 9122, 2655, 3555, 9957, 11203, 10943, 3660, 20666, 1211, 11536, 16247, 5016, 29973, 4032, 38251, 33753, 19446, 39896, 20328, 5172, 9307, 9122, 2655, 16758, 3660, 2423, 5201, 13672, 1829, 39896, 12602, 10721, 1829, 4117, 22807], "avg_logprob": -0.15487132291583455, "compression_ratio": 1.9965034965034965, "no_speech_prob": 0.0, "words": [{"start": 2422.29, "end": 2422.61, "word": "كنا", "probability": 0.8017578125}, {"start": 2422.61, "end": 2423.01, "word": " جايفين", "probability": 0.8958740234375}, {"start": 2423.01, "end": 2423.45, "word": " برؤية", "probability": 0.93310546875}, {"start": 2423.45, "end": 2423.99, "word": " الجامعة", "probability": 0.9851888020833334}, {"start": 2423.99, "end": 2424.21, "word": " هي", "probability": 0.72900390625}, {"start": 2424.21, "end": 2424.59, "word": " عبارة", "probability": 0.991455078125}, {"start": 2424.59, "end": 2424.81, "word": " عن", "probability": 0.998046875}, {"start": 2424.81, "end": 2425.51, "word": " سطر", "probability": 0.9412434895833334}, {"start": 2425.51, "end": 2425.63, "word": " و", "probability": 0.9921875}, {"start": 2425.63, "end": 2426.09, "word": " شوية", "probability": 0.79638671875}, {"start": 2426.09, "end": 2428.03, "word": " ذكرت", "probability": 0.8668619791666666}, {"start": 2428.03, "end": 2428.27, "word": " أنا", "probability": 0.67041015625}, {"start": 2428.27, "end": 2428.65, "word": " هي", "probability": 0.8896484375}, {"start": 2428.65, "end": 2428.99, "word": " إيش", "probability": 0.701904296875}, {"start": 2428.99, "end": 2429.45, "word": " الجامعة", "probability": 0.9876302083333334}, {"start": 2429.45, "end": 2429.87, "word": " منارة", "probability": 0.8282877604166666}, {"start": 2429.87, "end": 2430.29, "word": " علمية", "probability": 0.9754231770833334}, {"start": 2430.29, "end": 2430.79, "word": " رائدة", "probability": 0.9820963541666666}, {"start": 2430.79, "end": 2431.45, "word": " للمعرفة", "probability": 0.9595703125}, {"start": 2431.45, "end": 2432.23, "word": " والثقافة", "probability": 0.94365234375}, {"start": 2432.23, "end": 2432.67, "word": " و", "probability": 0.453369140625}, {"start": 2432.67, "end": 2432.93, "word": " هنا", "probability": 0.939453125}, {"start": 2432.93, "end": 2433.55, "word": " حكيتلي", "probability": 0.831298828125}, {"start": 2433.55, "end": 2434.25, "word": " إحداث", "probability": 0.969482421875}, {"start": 2434.25, "end": 2434.73, "word": " نهضة", "probability": 0.9862060546875}, {"start": 2434.73, "end": 2435.37, "word": " مجتمعية", "probability": 0.9701171875}, {"start": 2435.37, "end": 2435.85, "word": " شاملة", "probability": 0.9920247395833334}, {"start": 2435.85, "end": 2436.05, "word": " إيه", "probability": 0.71630859375}, {"start": 2436.05, "end": 2436.19, "word": " بقى", "probability": 0.8956705729166666}, {"start": 2436.19, "end": 2436.33, "word": " أنا", "probability": 0.8115234375}, {"start": 2436.33, "end": 2436.71, "word": " بحكي", "probability": 0.990234375}, {"start": 2436.71, "end": 2436.89, "word": " هنا", "probability": 0.98095703125}, {"start": 2436.89, "end": 2437.13, "word": " عن", "probability": 0.9892578125}, {"start": 2437.13, "end": 2437.53, "word": " إشي", "probability": 0.86865234375}, {"start": 2437.53, "end": 2438.01, "word": " في", "probability": 0.9365234375}, {"start": 2438.01, "end": 2438.75, "word": " المستقبل", "probability": 0.9913330078125}, {"start": 2438.75, "end": 2439.13, "word": " أنا", "probability": 0.79443359375}, {"start": 2439.13, "end": 2439.77, "word": " بذكر", "probability": 0.958984375}, {"start": 2439.77, "end": 2440.03, "word": " إنه", "probability": 0.6661376953125}, {"start": 2440.03, "end": 2440.33, "word": " احنا", "probability": 0.7587076822916666}, {"start": 2440.33, "end": 2441.31, "word": " نسعى", "probability": 0.871826171875}, {"start": 2441.31, "end": 2441.83, "word": " لإنه", "probability": 0.81256103515625}, {"start": 2441.83, "end": 2442.37, "word": " يكون", "probability": 0.9892578125}, {"start": 2442.37, "end": 2442.63, "word": " عندنا", "probability": 0.9306640625}, {"start": 2442.63, "end": 2442.99, "word": " نهضة", "probability": 0.9974365234375}, {"start": 2442.99, "end": 2443.57, "word": " مجتمعية", "probability": 0.98203125}, {"start": 2443.57, "end": 2443.97, "word": " شاملة", "probability": 0.99658203125}, {"start": 2443.97, "end": 2444.17, "word": " لما", "probability": 0.4595947265625}, {"start": 2444.17, "end": 2444.55, "word": " كتبين", "probability": 0.9139404296875}, {"start": 2444.55, "end": 2444.95, "word": " علامة", "probability": 0.5467936197916666}, {"start": 2444.95, "end": 2445.29, "word": " باللون", "probability": 0.98046875}, {"start": 2445.29, "end": 2445.69, "word": " الأحمر", "probability": 0.85107421875}, {"start": 2445.69, "end": 2446.17, "word": " وسمحت", "probability": 0.4397786458333333}, {"start": 2446.17, "end": 2446.35, "word": " ما", "probability": 0.6416015625}, {"start": 2446.35, "end": 2446.67, "word": " هي", "probability": 0.90087890625}, {"start": 2446.67, "end": 2447.15, "word": " صفات", "probability": 0.9690755208333334}, {"start": 2447.15, "end": 2447.69, "word": " كتابة", "probability": 0.9970703125}, {"start": 2447.69, "end": 2447.81, "word": " ال", "probability": 0.90625}, {"start": 2447.81, "end": 2448.13, "word": " vision", "probability": 0.84521484375}, {"start": 2448.13, "end": 2448.35, "word": " اللي", "probability": 0.659423828125}, {"start": 2448.35, "end": 2448.49, "word": " هي", "probability": 0.93603515625}, {"start": 2448.49, "end": 2448.99, "word": " رأيك؟", "probability": 0.83623046875}], "temperature": 1.0}, {"id": 98, "seek": 247779, "start": 2449.61, "end": 2477.79, "text": "سميرة هل شايفة كتابتها طويلة جدا مملة ولا .. إيش رايك؟ لأ لازم تكون يعني مختصرة مختصرة تماما لأ ممكن أختصرها أفقد المعنى لأ يعني فاهم لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ", "tokens": [38251, 48923, 8032, 1211, 13412, 995, 33911, 3660, 9122, 2655, 16758, 2655, 11296, 23032, 2407, 26895, 3660, 10874, 28259, 3714, 42213, 3660, 49429, 4386, 11933, 1829, 8592, 12602, 47302, 4117, 22807, 5296, 10721, 5296, 31377, 2304, 6055, 30544, 37495, 22653, 3714, 46456, 9381, 25720, 3714, 46456, 9381, 25720, 46811, 10943, 995, 5296, 10721, 3714, 43020, 5551, 46456, 9381, 2288, 11296, 5551, 5172, 28543, 9673, 3615, 1863, 7578, 5296, 10721, 37495, 22653, 6156, 995, 16095, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721, 5296, 10721], "avg_logprob": -0.1202777788374159, "compression_ratio": 3.8860759493670884, "no_speech_prob": 8.344650268554688e-07, "words": [{"start": 2449.61, "end": 2450.21, "word": "سميرة", "probability": 0.50439453125}, {"start": 2450.21, "end": 2450.55, "word": " هل", "probability": 0.5445556640625}, {"start": 2450.55, "end": 2451.01, "word": " شايفة", "probability": 0.93408203125}, {"start": 2451.01, "end": 2451.69, "word": " كتابتها", "probability": 0.99091796875}, {"start": 2451.69, "end": 2452.25, "word": " طويلة", "probability": 0.9483642578125}, {"start": 2452.25, "end": 2452.57, "word": " جدا", "probability": 0.968505859375}, {"start": 2452.57, "end": 2453.19, "word": " مملة", "probability": 0.7889811197916666}, {"start": 2453.19, "end": 2454.13, "word": " ولا", "probability": 0.58349609375}, {"start": 2454.13, "end": 2454.45, "word": " ..", "probability": 0.40380859375}, {"start": 2454.45, "end": 2455.01, "word": " إيش", "probability": 0.713623046875}, {"start": 2455.01, "end": 2455.55, "word": " رايك؟", "probability": 0.7491455078125}, {"start": 2455.55, "end": 2455.73, "word": " لأ", "probability": 0.4764404296875}, {"start": 2455.73, "end": 2456.03, "word": " لازم", "probability": 0.97802734375}, {"start": 2456.03, "end": 2456.43, "word": " تكون", "probability": 0.98779296875}, {"start": 2456.43, "end": 2457.17, "word": " يعني", "probability": 0.7861328125}, {"start": 2457.17, "end": 2458.47, "word": " مختصرة", "probability": 0.9449462890625}, {"start": 2458.47, "end": 2459.33, "word": " مختصرة", "probability": 0.876708984375}, {"start": 2459.33, "end": 2459.57, "word": " تماما", "probability": 0.6141764322916666}, {"start": 2459.57, "end": 2459.67, "word": " لأ", "probability": 0.357666015625}, {"start": 2459.67, "end": 2459.97, "word": " ممكن", "probability": 0.832763671875}, {"start": 2459.97, "end": 2460.51, "word": " أختصرها", "probability": 0.91015625}, {"start": 2460.51, "end": 2460.99, "word": " أفقد", "probability": 0.8025716145833334}, {"start": 2460.99, "end": 2461.45, "word": " المعنى", "probability": 0.9854736328125}, {"start": 2461.45, "end": 2461.73, "word": " لأ", "probability": 0.933349609375}, {"start": 2461.73, "end": 2462.09, "word": " يعني", "probability": 0.873046875}, {"start": 2462.09, "end": 2462.45, "word": " فاهم", "probability": 0.6383463541666666}, {"start": 2462.45, "end": 2462.63, "word": " لأ", "probability": 0.5079345703125}, {"start": 2462.63, "end": 2462.79, "word": " لأ", "probability": 0.84912109375}, {"start": 2462.79, "end": 2462.89, "word": " لأ", "probability": 0.83740234375}, {"start": 2462.89, "end": 2462.93, "word": " لأ", "probability": 0.76611328125}, {"start": 2462.93, "end": 2463.91, "word": " لأ", "probability": 0.769775390625}, {"start": 2463.91, "end": 2463.91, "word": " لأ", "probability": 0.8212890625}, {"start": 2463.91, "end": 2466.17, "word": " لأ", "probability": 0.8740234375}, {"start": 2466.17, "end": 2467.07, "word": " لأ", "probability": 0.909912109375}, {"start": 2467.07, "end": 2467.07, "word": " لأ", "probability": 0.930908203125}, {"start": 2467.07, "end": 2467.07, "word": " لأ", "probability": 0.945068359375}, {"start": 2467.07, "end": 2467.07, "word": " لأ", "probability": 0.953125}, {"start": 2467.07, "end": 2467.07, "word": " لأ", "probability": 0.9580078125}, {"start": 2467.07, "end": 2467.07, "word": " لأ", "probability": 0.9619140625}, {"start": 2467.07, "end": 2467.07, "word": " لأ", "probability": 0.963623046875}, {"start": 2467.07, "end": 2467.11, "word": " لأ", "probability": 0.96533203125}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.96630859375}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.967529296875}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.96826171875}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.9697265625}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.97021484375}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.970947265625}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.9716796875}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.972412109375}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.972900390625}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.973876953125}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.97412109375}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.974853515625}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.9755859375}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.97607421875}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.976318359375}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.9765625}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.97705078125}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.976806640625}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.97705078125}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.977294921875}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.97802734375}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.97802734375}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.978759765625}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.97900390625}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.9794921875}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.979736328125}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.97998046875}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.980224609375}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.98046875}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.980712890625}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.98095703125}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.981689453125}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.98193359375}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.981689453125}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.982421875}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.982421875}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.982421875}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.982666015625}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.98291015625}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.983154296875}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.983154296875}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.983154296875}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.9833984375}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.9833984375}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.983642578125}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.98388671875}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.98388671875}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.984130859375}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.98388671875}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.984130859375}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.98388671875}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.983642578125}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.98388671875}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.983642578125}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.983642578125}, {"start": 2467.11, "end": 2467.11, "word": " لأ", "probability": 0.983642578125}, {"start": 2467.11, "end": 2468.05, "word": " لأ", "probability": 0.98388671875}, {"start": 2468.05, "end": 2468.97, "word": " لأ", "probability": 0.983154296875}, {"start": 2468.97, "end": 2472.79, "word": " لأ", "probability": 0.984130859375}, {"start": 2472.79, "end": 2477.79, "word": " لأ", "probability": 0.98291015625}], "temperature": 1.0}, {"id": 99, "seek": 250565, "start": 2477.91, "end": 2505.65, "text": "بسيطة مفهوم اللي هو أن الرؤية لازم تكون واضحة لو اي حد في العالم قابلها كمان ليه .. اتوضح حدثها بدون ان تحكي عن معنى أو ثقافة معناها بس تعلميها كمان هى احنا ايش حكينا هى بتنظر ل .. المستقبل", "tokens": [3555, 3794, 1829, 9566, 3660, 3714, 5172, 3224, 20498, 13672, 1829, 31439, 14739, 34892, 33604, 10632, 5296, 31377, 2304, 6055, 30544, 4032, 46958, 5016, 3660, 45164, 1975, 1829, 11331, 3215, 8978, 18863, 45340, 12174, 16758, 1211, 11296, 9122, 2304, 7649, 32239, 3224, 4386, 1975, 2655, 2407, 11242, 5016, 11331, 3215, 12984, 11296, 47525, 11536, 16472, 6055, 5016, 4117, 1829, 18871, 20449, 1863, 7578, 34051, 38637, 4587, 31845, 3660, 20449, 8315, 11296, 4724, 3794, 37279, 19528, 1829, 11296, 9122, 2304, 7649, 8032, 7578, 1975, 5016, 8315, 1975, 1829, 8592, 11331, 4117, 1829, 8315, 8032, 7578, 39894, 1863, 19913, 2288, 5296, 4386, 9673, 14851, 4587, 36150], "avg_logprob": -0.3440476326715379, "compression_ratio": 1.8010752688172043, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2477.91, "end": 2478.55, "word": "بسيطة", "probability": 0.98232421875}, {"start": 2478.55, "end": 2483.01, "word": " مفهوم", "probability": 0.73504638671875}, {"start": 2483.01, "end": 2484.15, "word": " اللي", "probability": 0.707763671875}, {"start": 2484.15, "end": 2484.43, "word": " هو", "probability": 0.283935546875}, {"start": 2484.43, "end": 2484.99, "word": " أن", "probability": 0.443603515625}, {"start": 2484.99, "end": 2485.51, "word": " الرؤية", "probability": 0.9033203125}, {"start": 2485.51, "end": 2485.87, "word": " لازم", "probability": 0.9676106770833334}, {"start": 2485.87, "end": 2486.19, "word": " تكون", "probability": 0.9765625}, {"start": 2486.19, "end": 2486.79, "word": " واضحة", "probability": 0.973388671875}, {"start": 2486.79, "end": 2487.15, "word": " لو", "probability": 0.91162109375}, {"start": 2487.15, "end": 2487.35, "word": " اي", "probability": 0.475830078125}, {"start": 2487.35, "end": 2487.49, "word": " حد", "probability": 0.921630859375}, {"start": 2487.49, "end": 2487.61, "word": " في", "probability": 0.498046875}, {"start": 2487.61, "end": 2487.87, "word": " العالم", "probability": 0.994140625}, {"start": 2487.87, "end": 2488.67, "word": " قابلها", "probability": 0.744384765625}, {"start": 2488.67, "end": 2490.31, "word": " كمان", "probability": 0.8336588541666666}, {"start": 2490.31, "end": 2491.09, "word": " ليه", "probability": 0.5322265625}, {"start": 2491.09, "end": 2491.99, "word": " ..", "probability": 0.40185546875}, {"start": 2491.99, "end": 2493.57, "word": " اتوضح", "probability": 0.61884765625}, {"start": 2493.57, "end": 2493.99, "word": " حدثها", "probability": 0.6678466796875}, {"start": 2493.99, "end": 2494.17, "word": " بدون", "probability": 0.486083984375}, {"start": 2494.17, "end": 2494.25, "word": " ان", "probability": 0.634765625}, {"start": 2494.25, "end": 2494.49, "word": " تحكي", "probability": 0.913818359375}, {"start": 2494.49, "end": 2494.67, "word": " عن", "probability": 0.685546875}, {"start": 2494.67, "end": 2494.97, "word": " معنى", "probability": 0.737548828125}, {"start": 2494.97, "end": 2495.15, "word": " أو", "probability": 0.42431640625}, {"start": 2495.15, "end": 2496.21, "word": " ثقافة", "probability": 0.8021240234375}, {"start": 2496.21, "end": 2496.69, "word": " معناها", "probability": 0.8499348958333334}, {"start": 2496.69, "end": 2496.95, "word": " بس", "probability": 0.2884521484375}, {"start": 2496.95, "end": 2497.57, "word": " تعلميها", "probability": 0.8619384765625}, {"start": 2497.57, "end": 2502.49, "word": " كمان", "probability": 0.7398274739583334}, {"start": 2502.49, "end": 2502.61, "word": " هى", "probability": 0.6402587890625}, {"start": 2502.61, "end": 2502.79, "word": " احنا", "probability": 0.9422200520833334}, {"start": 2502.79, "end": 2502.95, "word": " ايش", "probability": 0.69384765625}, {"start": 2502.95, "end": 2503.31, "word": " حكينا", "probability": 0.919921875}, {"start": 2503.31, "end": 2503.43, "word": " هى", "probability": 0.6336669921875}, {"start": 2503.43, "end": 2503.89, "word": " بتنظر", "probability": 0.9560546875}, {"start": 2503.89, "end": 2504.11, "word": " ل", "probability": 0.66064453125}, {"start": 2504.11, "end": 2504.33, "word": " ..", "probability": 0.404296875}, {"start": 2504.33, "end": 2505.65, "word": " المستقبل", "probability": 0.84161376953125}], "temperature": 1.0}, {"id": 100, "seek": 253644, "start": 2507.2, "end": 2536.44, "text": "- مقتنياشيا؟ ‏- أه ‏- إسلاميو ‏- ممتاز ‏- بظهر فيها لإحداد نظر مجتمعية شاملة ‏- بظهر فيها اللي هو طول الأجد أو فيما بعد ‏- إحنا إيش موجودين ‏- هي بتيجي تحت اللي هي توضح الهدف ‏- ونظرة المستقبلية مع بعض ‏- يعني ممكن ندمجها ‏- أه", "tokens": [12, 3714, 38149, 22653, 33599, 25528, 22807, 1059, 237, 12, 5551, 3224, 1059, 237, 12, 11933, 3794, 37440, 1829, 2407, 1059, 237, 12, 3714, 2304, 2655, 31377, 1059, 237, 12, 4724, 19913, 3224, 2288, 8978, 11296, 5296, 28814, 24401, 18513, 8717, 19913, 2288, 3714, 7435, 39237, 3615, 10632, 13412, 10943, 37977, 1059, 237, 12, 4724, 19913, 3224, 2288, 8978, 11296, 13672, 1829, 31439, 23032, 12610, 16247, 7435, 3215, 34051, 8978, 15042, 39182, 1059, 237, 12, 11933, 5016, 8315, 11933, 1829, 8592, 3714, 29245, 23328, 9957, 1059, 237, 12, 39896, 39894, 1829, 7435, 1829, 6055, 33753, 13672, 1829, 39896, 33427, 11242, 5016, 2423, 3224, 3215, 5172, 1059, 237, 12, 4032, 1863, 19913, 25720, 9673, 14851, 4587, 36150, 10632, 20449, 45030, 11242, 1059, 237, 12, 37495, 22653, 3714, 43020, 8717, 40448, 7435, 11296, 1059, 237, 12, 5551, 3224], "avg_logprob": -0.2513686235803757, "compression_ratio": 1.8454545454545455, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2507.2, "end": 2507.3, "word": "-", "probability": 0.218017578125}, {"start": 2507.3, "end": 2508.14, "word": " مقتنياشيا؟", "probability": 0.4573771158854167}, {"start": 2508.14, "end": 2508.14, "word": " ‏", "probability": 0.5174560546875}, {"start": 2508.14, "end": 2508.14, "word": "-", "probability": 0.95068359375}, {"start": 2508.14, "end": 2508.42, "word": " أه", "probability": 0.861572265625}, {"start": 2508.42, "end": 2508.98, "word": " ‏", "probability": 0.909423828125}, {"start": 2508.98, "end": 2508.98, "word": "-", "probability": 0.96533203125}, {"start": 2508.98, "end": 2509.64, "word": " إسلاميو", "probability": 0.6427001953125}, {"start": 2509.64, "end": 2510.82, "word": " ‏", "probability": 0.7939453125}, {"start": 2510.82, "end": 2513.76, "word": "-", "probability": 0.8837890625}, {"start": 2513.76, "end": 2517.7, "word": " ممتاز", "probability": 0.670928955078125}, {"start": 2517.7, "end": 2518.48, "word": " ‏", "probability": 0.78564453125}, {"start": 2518.48, "end": 2519.04, "word": "-", "probability": 0.7314453125}, {"start": 2519.04, "end": 2519.56, "word": " بظهر", "probability": 0.9046630859375}, {"start": 2519.56, "end": 2520.0, "word": " فيها", "probability": 0.976806640625}, {"start": 2520.0, "end": 2520.8, "word": " لإحداد", "probability": 0.787353515625}, {"start": 2520.8, "end": 2521.28, "word": " نظر", "probability": 0.80322265625}, {"start": 2521.28, "end": 2521.98, "word": " مجتمعية", "probability": 0.8139404296875}, {"start": 2521.98, "end": 2522.56, "word": " شاملة", "probability": 0.9855143229166666}, {"start": 2522.56, "end": 2523.22, "word": " ‏", "probability": 0.951904296875}, {"start": 2523.22, "end": 2523.22, "word": "-", "probability": 0.96435546875}, {"start": 2523.22, "end": 2523.62, "word": " بظهر", "probability": 0.967041015625}, {"start": 2523.62, "end": 2523.88, "word": " فيها", "probability": 0.98779296875}, {"start": 2523.88, "end": 2524.0, "word": " اللي", "probability": 0.887939453125}, {"start": 2524.0, "end": 2524.24, "word": " هو", "probability": 0.9931640625}, {"start": 2524.24, "end": 2524.56, "word": " طول", "probability": 0.6824951171875}, {"start": 2524.56, "end": 2525.04, "word": " الأجد", "probability": 0.7683919270833334}, {"start": 2525.04, "end": 2525.76, "word": " أو", "probability": 0.7197265625}, {"start": 2525.76, "end": 2526.36, "word": " فيما", "probability": 0.84423828125}, {"start": 2526.36, "end": 2526.68, "word": " بعد", "probability": 0.9365234375}, {"start": 2526.68, "end": 2527.48, "word": " ‏", "probability": 0.943359375}, {"start": 2527.48, "end": 2527.48, "word": "-", "probability": 0.98974609375}, {"start": 2527.48, "end": 2527.7, "word": " إحنا", "probability": 0.853515625}, {"start": 2527.7, "end": 2527.88, "word": " إيش", "probability": 0.798828125}, {"start": 2527.88, "end": 2528.34, "word": " موجودين", "probability": 0.906982421875}, {"start": 2528.34, "end": 2528.7, "word": " ‏", "probability": 0.964111328125}, {"start": 2528.7, "end": 2528.7, "word": "-", "probability": 0.9384765625}, {"start": 2528.7, "end": 2531.2, "word": " هي", "probability": 0.79443359375}, {"start": 2531.2, "end": 2531.52, "word": " بتيجي", "probability": 0.8995361328125}, {"start": 2531.52, "end": 2532.08, "word": " تحت", "probability": 0.5546875}, {"start": 2532.08, "end": 2532.22, "word": " اللي", "probability": 0.8505859375}, {"start": 2532.22, "end": 2532.34, "word": " هي", "probability": 0.865234375}, {"start": 2532.34, "end": 2532.76, "word": " توضح", "probability": 0.7646484375}, {"start": 2532.76, "end": 2533.2, "word": " الهدف", "probability": 0.962646484375}, {"start": 2533.2, "end": 2533.26, "word": " ‏", "probability": 0.914794921875}, {"start": 2533.26, "end": 2533.26, "word": "-", "probability": 0.9716796875}, {"start": 2533.26, "end": 2533.8, "word": " ونظرة", "probability": 0.71826171875}, {"start": 2533.8, "end": 2534.48, "word": " المستقبلية", "probability": 0.95146484375}, {"start": 2534.48, "end": 2534.62, "word": " مع", "probability": 0.99072265625}, {"start": 2534.62, "end": 2534.94, "word": " بعض", "probability": 0.9951171875}, {"start": 2534.94, "end": 2535.1, "word": " ‏", "probability": 0.77001953125}, {"start": 2535.1, "end": 2535.1, "word": "-", "probability": 0.9853515625}, {"start": 2535.1, "end": 2535.1, "word": " يعني", "probability": 0.6077880859375}, {"start": 2535.1, "end": 2535.42, "word": " ممكن", "probability": 0.982666015625}, {"start": 2535.42, "end": 2536.08, "word": " ندمجها", "probability": 0.935546875}, {"start": 2536.08, "end": 2536.44, "word": " ‏", "probability": 0.827880859375}, {"start": 2536.44, "end": 2536.44, "word": "-", "probability": 0.9462890625}, {"start": 2536.44, "end": 2536.44, "word": " أه", "probability": 0.52227783203125}], "temperature": 1.0}, {"id": 101, "seek": 255471, "start": 2537.34, "end": 2554.72, "text": "إذا هذه اللي هي بالنسبة للرؤية عندي، بالنسبة للرسالة، مين يقرألي رسالة الجامعة؟ تفضلي عندي طبعا لو انت عندك أربعة و خمس تكون مفهوم، لغاية الناس بتكون مفهومة لإنها، لو كانت واحدة بس أهلا بتكون مفهومة لإنها، شو تقري عندي؟ تلقى رسالة الجامعة اللي هو ال mission", "tokens": [28814, 15730, 29538, 13672, 1829, 39896, 20666, 1863, 35457, 3660, 24976, 2288, 33604, 10632, 18871, 16254, 12399, 20666, 1863, 35457, 3660, 24976, 2288, 3794, 6027, 3660, 12399, 3714, 9957, 7251, 4587, 2288, 10721, 20292, 12602, 3794, 6027, 3660, 25724, 10943, 27884, 22807, 6055, 5172, 11242, 20292, 18871, 16254, 23032, 3555, 3615, 995, 45164, 16472, 2655, 43242, 4117, 5551, 25513, 27884, 4032, 16490, 2304, 3794, 6055, 30544, 3714, 5172, 3224, 20498, 12399, 5296, 17082, 995, 10632, 2423, 8315, 3794, 39894, 30544, 3714, 5172, 3224, 20498, 3660, 5296, 28814, 1863, 11296, 12399, 45164, 25961, 2655, 36764, 24401, 3660, 4724, 3794, 5551, 3224, 15040, 39894, 30544, 3714, 5172, 3224, 20498, 3660, 5296, 28814, 1863, 11296, 12399, 13412, 2407, 6055, 4587, 16572, 18871, 16254, 22807, 6055, 1211, 4587, 7578, 12602, 3794, 6027, 3660, 25724, 10943, 27884, 13672, 1829, 31439, 2423, 4447], "avg_logprob": -0.29279890224553534, "compression_ratio": 2.0954545454545452, "no_speech_prob": 0.0, "words": [{"start": 2537.34, "end": 2537.68, "word": "إذا", "probability": 0.606689453125}, {"start": 2537.68, "end": 2538.02, "word": " هذه", "probability": 0.64892578125}, {"start": 2538.02, "end": 2538.32, "word": " اللي", "probability": 0.895263671875}, {"start": 2538.32, "end": 2538.48, "word": " هي", "probability": 0.94140625}, {"start": 2538.48, "end": 2539.18, "word": " بالنسبة", "probability": 0.99658203125}, {"start": 2539.18, "end": 2540.0, "word": " للرؤية", "probability": 0.9342041015625}, {"start": 2540.0, "end": 2540.56, "word": " عندي،", "probability": 0.72265625}, {"start": 2540.56, "end": 2540.98, "word": " بالنسبة", "probability": 0.9976806640625}, {"start": 2540.98, "end": 2542.5, "word": " للرسالة،", "probability": 0.9484049479166666}, {"start": 2542.5, "end": 2542.72, "word": " مين", "probability": 0.9345703125}, {"start": 2542.72, "end": 2543.12, "word": " يقرألي", "probability": 0.91796875}, {"start": 2543.12, "end": 2543.56, "word": " رسالة", "probability": 0.9937744140625}, {"start": 2543.56, "end": 2544.46, "word": " الجامعة؟", "probability": 0.949462890625}, {"start": 2544.46, "end": 2544.76, "word": " تفضلي", "probability": 0.8489990234375}, {"start": 2544.76, "end": 2544.78, "word": " عندي", "probability": 0.51239013671875}, {"start": 2544.78, "end": 2544.94, "word": " طبعا", "probability": 0.8602294921875}, {"start": 2544.94, "end": 2545.08, "word": " لو", "probability": 0.217529296875}, {"start": 2545.08, "end": 2545.2, "word": " انت", "probability": 0.589599609375}, {"start": 2545.2, "end": 2545.44, "word": " عندك", "probability": 0.6539306640625}, {"start": 2545.44, "end": 2545.62, "word": " أربعة", "probability": 0.6964518229166666}, {"start": 2545.62, "end": 2545.74, "word": " و", "probability": 0.77783203125}, {"start": 2545.74, "end": 2545.94, "word": " خمس", "probability": 0.8585611979166666}, {"start": 2545.94, "end": 2546.18, "word": " تكون", "probability": 0.7861328125}, {"start": 2546.18, "end": 2547.18, "word": " مفهوم،", "probability": 0.8953125}, {"start": 2547.18, "end": 2547.52, "word": " لغاية", "probability": 0.5582733154296875}, {"start": 2547.52, "end": 2547.72, "word": " الناس", "probability": 0.6161295572916666}, {"start": 2547.72, "end": 2548.02, "word": " بتكون", "probability": 0.821533203125}, {"start": 2548.02, "end": 2548.36, "word": " مفهومة", "probability": 0.96455078125}, {"start": 2548.36, "end": 2548.98, "word": " لإنها،", "probability": 0.494384765625}, {"start": 2548.98, "end": 2549.36, "word": " لو", "probability": 0.767578125}, {"start": 2549.36, "end": 2549.68, "word": " كانت", "probability": 0.896240234375}, {"start": 2549.68, "end": 2549.92, "word": " واحدة", "probability": 0.7366536458333334}, {"start": 2549.92, "end": 2550.04, "word": " بس", "probability": 0.6304931640625}, {"start": 2550.04, "end": 2550.22, "word": " أهلا", "probability": 0.5564778645833334}, {"start": 2550.22, "end": 2550.48, "word": " بتكون", "probability": 0.825439453125}, {"start": 2550.48, "end": 2550.84, "word": " مفهومة", "probability": 0.97685546875}, {"start": 2550.84, "end": 2551.82, "word": " لإنها،", "probability": 0.6940673828125}, {"start": 2551.82, "end": 2552.0, "word": " شو", "probability": 0.77490234375}, {"start": 2552.0, "end": 2552.16, "word": " تقري", "probability": 0.4730631510416667}, {"start": 2552.16, "end": 2553.06, "word": " عندي؟", "probability": 0.9659830729166666}, {"start": 2553.06, "end": 2553.32, "word": " تلقى", "probability": 0.515716552734375}, {"start": 2553.32, "end": 2553.7, "word": " رسالة", "probability": 0.9954833984375}, {"start": 2553.7, "end": 2554.12, "word": " الجامعة", "probability": 0.9934895833333334}, {"start": 2554.12, "end": 2554.26, "word": " اللي", "probability": 0.703125}, {"start": 2554.26, "end": 2554.4, "word": " هو", "probability": 0.974609375}, {"start": 2554.4, "end": 2554.52, "word": " ال", "probability": 0.63525390625}, {"start": 2554.52, "end": 2554.72, "word": " mission", "probability": 0.83056640625}], "temperature": 1.0}, {"id": 102, "seek": 258112, "start": 2555.3, "end": 2581.12, "text": "رسالة الجامعة، الجامعة الإسلامية مؤسسة أكاديمية تسعى للموضوع بالمستوى العلمي والثقافي والحضاري، تعمل على واعتبار الاتجاهات الحديثة في التعليم العالي والتطور التكنولوجي، وتشجع البحث لأعمال وتساهم في إيقاع الأجيال وتنمية المجتمع في إيقار المقيم الإسلامي Ok، حكينا يعني إذا رسالة الجامعة، هنا أول إشي أنا ذكرت سبب وجودي، أنا مؤسسة أكاديمية إذا ما هي صفحات كتابة رسالة؟", "tokens": [2288, 3794, 6027, 3660, 25724, 10943, 27884, 12399, 25724, 10943, 27884, 33688, 3794, 37440, 10632, 3714, 33604, 3794, 3794, 3660, 5551, 4117, 995, 16254, 2304, 10632, 6055, 3794, 3615, 7578, 5296, 19528, 2407, 11242, 45367, 20666, 2304, 14851, 2407, 7578, 18863, 19528, 1829, 16070, 12984, 4587, 31845, 1829, 16070, 5016, 11242, 9640, 1829, 12399, 6055, 25957, 1211, 15844, 36764, 34268, 3555, 9640, 2423, 9307, 7435, 40294, 9307, 21542, 16254, 12984, 3660, 8978, 16712, 3615, 20292, 2304, 18863, 6027, 1829, 16070, 2655, 9566, 13063, 16712, 19452, 12610, 29245, 1829, 12399, 34683, 8592, 7435, 3615, 29739, 5016, 12984, 5296, 10721, 25957, 6027, 4032, 2655, 3794, 995, 16095, 8978, 11933, 1829, 4587, 45761, 16247, 7435, 1829, 6027, 4032, 2655, 1863, 2304, 10632, 9673, 7435, 39237, 3615, 8978, 11933, 1829, 4587, 9640, 9673, 4587, 32640, 33688, 3794, 37440, 1829, 3477, 12399, 11331, 4117, 1829, 8315, 37495, 22653, 11933, 15730, 12602, 3794, 6027, 3660, 25724, 10943, 27884, 12399, 34105, 5551, 12610, 11933, 8592, 1829, 41850, 29910, 37983, 2655, 8608, 3555, 3555, 49610, 23328, 1829, 12399, 41850, 3714, 33604, 3794, 3794, 3660, 5551, 4117, 995, 16254, 2304, 10632, 11933, 15730, 19446, 39896, 20328, 5172, 5016, 9307, 9122, 2655, 16758, 3660, 12602, 3794, 6027, 3660, 22807], "avg_logprob": -0.23890625730156897, "compression_ratio": 2.188925081433225, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2555.3, "end": 2555.82, "word": "رسالة", "probability": 0.9508056640625}, {"start": 2555.82, "end": 2556.58, "word": " الجامعة،", "probability": 0.7916259765625}, {"start": 2556.58, "end": 2556.86, "word": " الجامعة", "probability": 0.8907877604166666}, {"start": 2556.86, "end": 2557.42, "word": " الإسلامية", "probability": 0.9786376953125}, {"start": 2557.42, "end": 2557.92, "word": " مؤسسة", "probability": 0.9880859375}, {"start": 2557.92, "end": 2558.64, "word": " أكاديمية", "probability": 0.9453938802083334}, {"start": 2558.64, "end": 2559.04, "word": " تسعى", "probability": 0.9622802734375}, {"start": 2559.04, "end": 2559.48, "word": " للموضوع", "probability": 0.66171875}, {"start": 2559.48, "end": 2559.96, "word": " بالمستوى", "probability": 0.77919921875}, {"start": 2559.96, "end": 2560.32, "word": " العلمي", "probability": 0.9576822916666666}, {"start": 2560.32, "end": 2560.86, "word": " والثقافي", "probability": 0.85302734375}, {"start": 2560.86, "end": 2561.84, "word": " والحضاري،", "probability": 0.8180745442708334}, {"start": 2561.84, "end": 2562.16, "word": " تعمل", "probability": 0.85595703125}, {"start": 2562.16, "end": 2562.34, "word": " على", "probability": 0.95263671875}, {"start": 2562.34, "end": 2562.86, "word": " واعتبار", "probability": 0.6298828125}, {"start": 2562.86, "end": 2563.64, "word": " الاتجاهات", "probability": 0.84384765625}, {"start": 2563.64, "end": 2564.16, "word": " الحديثة", "probability": 0.951416015625}, {"start": 2564.16, "end": 2564.28, "word": " في", "probability": 0.5771484375}, {"start": 2564.28, "end": 2564.66, "word": " التعليم", "probability": 0.9180908203125}, {"start": 2564.66, "end": 2565.06, "word": " العالي", "probability": 0.82080078125}, {"start": 2565.06, "end": 2565.56, "word": " والتطور", "probability": 0.763916015625}, {"start": 2565.56, "end": 2566.56, "word": " التكنولوجي،", "probability": 0.8111572265625}, {"start": 2566.56, "end": 2567.12, "word": " وتشجع", "probability": 0.943359375}, {"start": 2567.12, "end": 2567.48, "word": " البحث", "probability": 0.970703125}, {"start": 2567.48, "end": 2567.86, "word": " لأعمال", "probability": 0.46527099609375}, {"start": 2567.86, "end": 2568.34, "word": " وتساهم", "probability": 0.63642578125}, {"start": 2568.34, "end": 2568.5, "word": " في", "probability": 0.9833984375}, {"start": 2568.5, "end": 2568.8, "word": " إيقاع", "probability": 0.40863037109375}, {"start": 2568.8, "end": 2569.3, "word": " الأجيال", "probability": 0.9725341796875}, {"start": 2569.3, "end": 2569.84, "word": " وتنمية", "probability": 0.7369140625}, {"start": 2569.84, "end": 2570.4, "word": " المجتمع", "probability": 0.9901123046875}, {"start": 2570.4, "end": 2570.54, "word": " في", "probability": 0.7001953125}, {"start": 2570.54, "end": 2570.92, "word": " إيقار", "probability": 0.8388671875}, {"start": 2570.92, "end": 2571.42, "word": " المقيم", "probability": 0.4607747395833333}, {"start": 2571.42, "end": 2572.12, "word": " الإسلامي", "probability": 0.8583984375}, {"start": 2572.12, "end": 2572.88, "word": " Ok،", "probability": 0.3946533203125}, {"start": 2572.88, "end": 2573.22, "word": " حكينا", "probability": 0.4947509765625}, {"start": 2573.22, "end": 2573.46, "word": " يعني", "probability": 0.5618896484375}, {"start": 2573.46, "end": 2573.74, "word": " إذا", "probability": 0.58154296875}, {"start": 2573.74, "end": 2574.24, "word": " رسالة", "probability": 0.9765625}, {"start": 2574.24, "end": 2575.16, "word": " الجامعة،", "probability": 0.9674072265625}, {"start": 2575.16, "end": 2575.38, "word": " هنا", "probability": 0.953125}, {"start": 2575.38, "end": 2575.66, "word": " أول", "probability": 0.95947265625}, {"start": 2575.66, "end": 2575.92, "word": " إشي", "probability": 0.81982421875}, {"start": 2575.92, "end": 2576.08, "word": " أنا", "probability": 0.8310546875}, {"start": 2576.08, "end": 2576.56, "word": " ذكرت", "probability": 0.9109700520833334}, {"start": 2576.56, "end": 2576.86, "word": " سبب", "probability": 0.9853515625}, {"start": 2576.86, "end": 2577.44, "word": " وجودي،", "probability": 0.9022216796875}, {"start": 2577.44, "end": 2577.56, "word": " أنا", "probability": 0.96875}, {"start": 2577.56, "end": 2578.04, "word": " مؤسسة", "probability": 0.998828125}, {"start": 2578.04, "end": 2578.8, "word": " أكاديمية", "probability": 0.9873046875}, {"start": 2578.8, "end": 2579.36, "word": " إذا", "probability": 0.781494140625}, {"start": 2579.36, "end": 2579.48, "word": " ما", "probability": 0.919921875}, {"start": 2579.48, "end": 2579.66, "word": " هي", "probability": 0.8994140625}, {"start": 2579.66, "end": 2580.08, "word": " صفحات", "probability": 0.73101806640625}, {"start": 2580.08, "end": 2580.48, "word": " كتابة", "probability": 0.939208984375}, {"start": 2580.48, "end": 2581.12, "word": " رسالة؟", "probability": 0.9837890625}], "temperature": 1.0}, {"id": 103, "seek": 260142, "start": 2581.57, "end": 2601.43, "text": "تسعى للنهوض بالمستوى العلمى والثقافى طبعا هذه الخدمة اللى أنا بقدمها الخدمة الاولى بتعمل على مواكبة من هنا راح افوض فيه الميزة التنافسية عندى للجامعة هي بتواكب الاتجاهات الحديثة في التعليم العالى والتطور التكنولوجى وبتشجع البحث العلمى", "tokens": [2655, 3794, 3615, 7578, 24976, 1863, 3224, 2407, 11242, 20666, 2304, 14851, 2407, 7578, 18863, 19528, 7578, 16070, 12984, 4587, 31845, 7578, 23032, 3555, 3615, 995, 29538, 33962, 40448, 3660, 13672, 7578, 41850, 4724, 28543, 2304, 11296, 33962, 40448, 3660, 42963, 12610, 7578, 39894, 25957, 1211, 15844, 3714, 14407, 4117, 49401, 9154, 34105, 12602, 39319, 1975, 5172, 2407, 11242, 8978, 3224, 9673, 1829, 11622, 3660, 16712, 8315, 36178, 10632, 43242, 7578, 24976, 7435, 10943, 27884, 39896, 39894, 14407, 4117, 3555, 2423, 9307, 7435, 40294, 9307, 21542, 16254, 12984, 3660, 8978, 16712, 3615, 20292, 2304, 18863, 6027, 7578, 16070, 2655, 9566, 13063, 16712, 19452, 12610, 29245, 7578, 4032, 3555, 2655, 8592, 7435, 3615, 29739, 5016, 12984, 18863, 19528, 7578], "avg_logprob": -0.14101890981698237, "compression_ratio": 1.9907834101382489, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2581.57, "end": 2582.07, "word": "تسعى", "probability": 0.8902587890625}, {"start": 2582.07, "end": 2582.53, "word": " للنهوض", "probability": 0.94990234375}, {"start": 2582.53, "end": 2583.35, "word": " بالمستوى", "probability": 0.948046875}, {"start": 2583.35, "end": 2583.91, "word": " العلمى", "probability": 0.8544921875}, {"start": 2583.91, "end": 2584.61, "word": " والثقافى", "probability": 0.96943359375}, {"start": 2584.61, "end": 2584.99, "word": " طبعا", "probability": 0.8560791015625}, {"start": 2584.99, "end": 2585.27, "word": " هذه", "probability": 0.716796875}, {"start": 2585.27, "end": 2585.69, "word": " الخدمة", "probability": 0.9264322916666666}, {"start": 2585.69, "end": 2585.83, "word": " اللى", "probability": 0.971923828125}, {"start": 2585.83, "end": 2585.95, "word": " أنا", "probability": 0.455078125}, {"start": 2585.95, "end": 2586.63, "word": " بقدمها", "probability": 0.9783935546875}, {"start": 2586.63, "end": 2587.11, "word": " الخدمة", "probability": 0.71533203125}, {"start": 2587.11, "end": 2588.59, "word": " الاولى", "probability": 0.7738444010416666}, {"start": 2588.59, "end": 2589.39, "word": " بتعمل", "probability": 0.9586588541666666}, {"start": 2589.39, "end": 2589.63, "word": " على", "probability": 0.8779296875}, {"start": 2589.63, "end": 2590.45, "word": " مواكبة", "probability": 0.9693603515625}, {"start": 2590.45, "end": 2590.93, "word": " من", "probability": 0.9326171875}, {"start": 2590.93, "end": 2591.23, "word": " هنا", "probability": 0.47265625}, {"start": 2591.23, "end": 2591.45, "word": " راح", "probability": 0.793212890625}, {"start": 2591.45, "end": 2591.79, "word": " افوض", "probability": 0.7696533203125}, {"start": 2591.79, "end": 2592.09, "word": " فيه", "probability": 0.687744140625}, {"start": 2592.09, "end": 2592.47, "word": " الميزة", "probability": 0.956298828125}, {"start": 2592.47, "end": 2593.13, "word": " التنافسية", "probability": 0.914794921875}, {"start": 2593.13, "end": 2593.41, "word": " عندى", "probability": 0.769775390625}, {"start": 2593.41, "end": 2594.01, "word": " للجامعة", "probability": 0.9482421875}, {"start": 2594.01, "end": 2594.33, "word": " هي", "probability": 0.272705078125}, {"start": 2594.33, "end": 2594.93, "word": " بتواكب", "probability": 0.957763671875}, {"start": 2594.93, "end": 2595.61, "word": " الاتجاهات", "probability": 0.9169921875}, {"start": 2595.61, "end": 2596.19, "word": " الحديثة", "probability": 0.9796142578125}, {"start": 2596.19, "end": 2596.29, "word": " في", "probability": 0.61328125}, {"start": 2596.29, "end": 2596.75, "word": " التعليم", "probability": 0.984619140625}, {"start": 2596.75, "end": 2597.27, "word": " العالى", "probability": 0.94482421875}, {"start": 2597.27, "end": 2598.11, "word": " والتطور", "probability": 0.861572265625}, {"start": 2598.11, "end": 2599.49, "word": " التكنولوجى", "probability": 0.9072265625}, {"start": 2599.49, "end": 2600.17, "word": " وبتشجع", "probability": 0.8412679036458334}, {"start": 2600.17, "end": 2600.59, "word": " البحث", "probability": 0.99560546875}, {"start": 2600.59, "end": 2601.43, "word": " العلمى", "probability": 0.9742838541666666}], "temperature": 1.0}, {"id": 104, "seek": 262975, "start": 2602.31, "end": 2629.75, "text": "بتشجع البحث العلمي وبتساهم في بناء .. وخطة تالفة إذا هاي كلها خدمات بتقدمها الجامعة لكن مختصرة إذا ما هي صرفها كتاب تقليد أي مؤسسة ثانية هل تكون واضح سبب وجودها؟ هل جوهر وجود الجامعة واضحة نامتها؟ إذا جوهر المؤسسة هي بالسبب سبب وجودها", "tokens": [3555, 2655, 8592, 7435, 3615, 29739, 5016, 12984, 18863, 19528, 1829, 46599, 2655, 3794, 995, 16095, 8978, 44945, 16606, 4386, 4032, 9778, 9566, 3660, 6055, 6027, 5172, 3660, 11933, 15730, 8032, 47302, 28242, 11296, 16490, 40448, 9307, 39894, 28543, 2304, 11296, 25724, 10943, 27884, 44381, 3714, 46456, 9381, 25720, 11933, 15730, 19446, 39896, 20328, 28480, 11296, 9122, 2655, 16758, 6055, 4587, 20292, 3215, 36632, 3714, 33604, 3794, 3794, 3660, 38637, 7649, 10632, 8032, 1211, 6055, 30544, 4032, 46958, 5016, 8608, 3555, 3555, 49610, 23328, 11296, 22807, 8032, 1211, 10874, 2407, 3224, 2288, 49610, 23328, 25724, 10943, 27884, 4032, 46958, 5016, 3660, 8717, 10943, 2655, 11296, 22807, 11933, 15730, 10874, 2407, 3224, 2288, 9673, 33604, 3794, 3794, 3660, 39896, 20666, 35457, 3555, 8608, 3555, 3555, 49610, 23328, 11296], "avg_logprob": -0.2504882800858468, "compression_ratio": 1.9952830188679245, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2602.31, "end": 2602.87, "word": "بتشجع", "probability": 0.96103515625}, {"start": 2602.87, "end": 2603.27, "word": " البحث", "probability": 0.9280598958333334}, {"start": 2603.27, "end": 2603.65, "word": " العلمي", "probability": 0.8600260416666666}, {"start": 2603.65, "end": 2604.23, "word": " وبتساهم", "probability": 0.87255859375}, {"start": 2604.23, "end": 2604.43, "word": " في", "probability": 0.8955078125}, {"start": 2604.43, "end": 2604.91, "word": " بناء", "probability": 0.97216796875}, {"start": 2604.91, "end": 2604.93, "word": " ..", "probability": 0.3359375}, {"start": 2604.93, "end": 2604.93, "word": " وخطة", "probability": 0.4460906982421875}, {"start": 2604.93, "end": 2605.51, "word": " تالفة", "probability": 0.74713134765625}, {"start": 2605.51, "end": 2605.87, "word": " إذا", "probability": 0.5552978515625}, {"start": 2605.87, "end": 2606.11, "word": " هاي", "probability": 0.484375}, {"start": 2606.11, "end": 2606.41, "word": " كلها", "probability": 0.988037109375}, {"start": 2606.41, "end": 2607.11, "word": " خدمات", "probability": 0.9890950520833334}, {"start": 2607.11, "end": 2608.19, "word": " بتقدمها", "probability": 0.869873046875}, {"start": 2608.19, "end": 2608.85, "word": " الجامعة", "probability": 0.9583333333333334}, {"start": 2608.85, "end": 2609.49, "word": " لكن", "probability": 0.74462890625}, {"start": 2609.49, "end": 2610.25, "word": " مختصرة", "probability": 0.9637451171875}, {"start": 2610.25, "end": 2610.95, "word": " إذا", "probability": 0.6947021484375}, {"start": 2610.95, "end": 2611.13, "word": " ما", "probability": 0.94482421875}, {"start": 2611.13, "end": 2611.31, "word": " هي", "probability": 0.72607421875}, {"start": 2611.31, "end": 2611.83, "word": " صرفها", "probability": 0.7732747395833334}, {"start": 2611.83, "end": 2612.29, "word": " كتاب", "probability": 0.9365234375}, {"start": 2612.29, "end": 2612.79, "word": " تقليد", "probability": 0.50604248046875}, {"start": 2612.79, "end": 2612.97, "word": " أي", "probability": 0.83740234375}, {"start": 2612.97, "end": 2613.73, "word": " مؤسسة", "probability": 0.99755859375}, {"start": 2613.73, "end": 2616.41, "word": " ثانية", "probability": 0.7544759114583334}, {"start": 2616.41, "end": 2618.39, "word": " هل", "probability": 0.543701171875}, {"start": 2618.39, "end": 2618.81, "word": " تكون", "probability": 0.7406005859375}, {"start": 2618.81, "end": 2619.63, "word": " واضح", "probability": 0.6827799479166666}, {"start": 2619.63, "end": 2619.99, "word": " سبب", "probability": 0.9915364583333334}, {"start": 2619.99, "end": 2620.81, "word": " وجودها؟", "probability": 0.9112548828125}, {"start": 2620.81, "end": 2621.03, "word": " هل", "probability": 0.94970703125}, {"start": 2621.03, "end": 2621.63, "word": " جوهر", "probability": 0.978759765625}, {"start": 2621.63, "end": 2622.11, "word": " وجود", "probability": 0.989013671875}, {"start": 2622.11, "end": 2622.79, "word": " الجامعة", "probability": 0.9928385416666666}, {"start": 2622.79, "end": 2623.63, "word": " واضحة", "probability": 0.9111328125}, {"start": 2623.63, "end": 2625.23, "word": " نامتها؟", "probability": 0.508642578125}, {"start": 2625.23, "end": 2626.23, "word": " إذا", "probability": 0.5479736328125}, {"start": 2626.23, "end": 2627.19, "word": " جوهر", "probability": 0.9903564453125}, {"start": 2627.19, "end": 2628.33, "word": " المؤسسة", "probability": 0.99404296875}, {"start": 2628.33, "end": 2628.61, "word": " هي", "probability": 0.91259765625}, {"start": 2628.61, "end": 2628.99, "word": " بالسبب", "probability": 0.66943359375}, {"start": 2628.99, "end": 2629.23, "word": " سبب", "probability": 0.9720052083333334}, {"start": 2629.23, "end": 2629.75, "word": " وجودها", "probability": 0.7708333333333334}], "temperature": 1.0}, {"id": 105, "seek": 265773, "start": 2630.47, "end": 2657.73, "text": "عشان أكتب بسألة بشكل سليم لازم أفوت في الجوا بتضيف امرأة تبعين مقصد؟ أيوة طبعا عادة بتكون بسألة أطول من هنا من دقيقة و ممكن تكون نفسها و ممكن تكون ساقة و نصف بس أنا ماشي تكون واضح نهي و شاملة خدمات المؤسسة ممتاز وضحك خدمات المؤسسة الخدمات يساوي الوجود ممتاز مبهمة؟ واضح", "tokens": [3615, 8592, 7649, 5551, 4117, 2655, 3555, 4724, 3794, 10721, 37977, 4724, 8592, 28820, 8608, 20292, 2304, 5296, 31377, 2304, 5551, 5172, 35473, 8978, 25724, 14407, 39894, 11242, 33911, 1975, 29973, 10721, 3660, 6055, 3555, 3615, 9957, 3714, 4587, 9381, 3215, 22807, 36632, 2407, 3660, 23032, 3555, 3615, 995, 6225, 18513, 3660, 39894, 30544, 4724, 3794, 10721, 37977, 5551, 9566, 12610, 9154, 34105, 9154, 11778, 38436, 28671, 4032, 3714, 43020, 6055, 30544, 8717, 36178, 11296, 4032, 3714, 43020, 6055, 30544, 8608, 995, 28671, 4032, 8717, 9381, 5172, 4724, 3794, 41850, 3714, 33599, 1829, 6055, 30544, 4032, 46958, 5016, 8717, 3224, 1829, 4032, 13412, 10943, 37977, 16490, 40448, 9307, 9673, 33604, 3794, 3794, 3660, 3714, 2304, 2655, 31377, 4032, 11242, 5016, 4117, 16490, 40448, 9307, 9673, 33604, 3794, 3794, 3660, 33962, 40448, 9307, 7251, 3794, 995, 45865, 2423, 29245, 23328, 3714, 2304, 2655, 31377, 3714, 3555, 16095, 3660, 22807, 4032, 46958, 5016], "avg_logprob": -0.2872121694840883, "compression_ratio": 2.0082644628099175, "no_speech_prob": 0.0, "words": [{"start": 2630.47, "end": 2630.83, "word": "عشان", "probability": 0.9866536458333334}, {"start": 2630.83, "end": 2631.17, "word": " أكتب", "probability": 0.793701171875}, {"start": 2631.17, "end": 2631.51, "word": " بسألة", "probability": 0.59918212890625}, {"start": 2631.51, "end": 2631.79, "word": " بشكل", "probability": 0.9607747395833334}, {"start": 2631.79, "end": 2632.35, "word": " سليم", "probability": 0.93896484375}, {"start": 2632.35, "end": 2633.47, "word": " لازم", "probability": 0.9560546875}, {"start": 2633.47, "end": 2633.83, "word": " أفوت", "probability": 0.7765299479166666}, {"start": 2633.83, "end": 2633.97, "word": " في", "probability": 0.93310546875}, {"start": 2633.97, "end": 2634.35, "word": " الجوا", "probability": 0.70751953125}, {"start": 2634.35, "end": 2634.89, "word": " بتضيف", "probability": 0.6119791666666666}, {"start": 2634.89, "end": 2635.25, "word": " امرأة", "probability": 0.655731201171875}, {"start": 2635.25, "end": 2635.73, "word": " تبعين", "probability": 0.633056640625}, {"start": 2635.73, "end": 2637.21, "word": " مقصد؟", "probability": 0.4021484375}, {"start": 2637.21, "end": 2638.05, "word": " أيوة", "probability": 0.7659505208333334}, {"start": 2638.05, "end": 2638.53, "word": " طبعا", "probability": 0.8363037109375}, {"start": 2638.53, "end": 2638.81, "word": " عادة", "probability": 0.5574951171875}, {"start": 2638.81, "end": 2639.07, "word": " بتكون", "probability": 0.818115234375}, {"start": 2639.07, "end": 2639.39, "word": " بسألة", "probability": 0.859130859375}, {"start": 2639.39, "end": 2639.69, "word": " أطول", "probability": 0.9454752604166666}, {"start": 2639.69, "end": 2639.91, "word": " من", "probability": 0.634765625}, {"start": 2639.91, "end": 2640.09, "word": " هنا", "probability": 0.92041015625}, {"start": 2640.09, "end": 2640.29, "word": " من", "probability": 0.7587890625}, {"start": 2640.29, "end": 2640.75, "word": " دقيقة", "probability": 0.5426432291666666}, {"start": 2640.75, "end": 2640.93, "word": " و", "probability": 0.888671875}, {"start": 2640.93, "end": 2641.11, "word": " ممكن", "probability": 0.760498046875}, {"start": 2641.11, "end": 2641.47, "word": " تكون", "probability": 0.99560546875}, {"start": 2641.47, "end": 2641.85, "word": " نفسها", "probability": 0.98779296875}, {"start": 2641.85, "end": 2641.93, "word": " و", "probability": 0.9169921875}, {"start": 2641.93, "end": 2642.09, "word": " ممكن", "probability": 0.967529296875}, {"start": 2642.09, "end": 2642.43, "word": " تكون", "probability": 0.996826171875}, {"start": 2642.43, "end": 2642.93, "word": " ساقة", "probability": 0.42724609375}, {"start": 2642.93, "end": 2643.07, "word": " و", "probability": 0.794921875}, {"start": 2643.07, "end": 2643.33, "word": " نصف", "probability": 0.9812825520833334}, {"start": 2643.33, "end": 2643.51, "word": " بس", "probability": 0.7374267578125}, {"start": 2643.51, "end": 2643.63, "word": " أنا", "probability": 0.7255859375}, {"start": 2643.63, "end": 2643.81, "word": " ماشي", "probability": 0.6858723958333334}, {"start": 2643.81, "end": 2644.15, "word": " تكون", "probability": 0.951171875}, {"start": 2644.15, "end": 2644.57, "word": " واضح", "probability": 0.97265625}, {"start": 2644.57, "end": 2644.93, "word": " نهي", "probability": 0.675537109375}, {"start": 2644.93, "end": 2645.09, "word": " و", "probability": 0.931640625}, {"start": 2645.09, "end": 2645.59, "word": " شاملة", "probability": 0.9508463541666666}, {"start": 2645.59, "end": 2646.89, "word": " خدمات", "probability": 0.793212890625}, {"start": 2646.89, "end": 2647.87, "word": " المؤسسة", "probability": 0.82900390625}, {"start": 2647.87, "end": 2648.61, "word": " ممتاز", "probability": 0.84210205078125}, {"start": 2648.61, "end": 2649.21, "word": " وضحك", "probability": 0.7088623046875}, {"start": 2649.21, "end": 2649.71, "word": " خدمات", "probability": 0.9462890625}, {"start": 2649.71, "end": 2650.45, "word": " المؤسسة", "probability": 0.9984375}, {"start": 2650.45, "end": 2651.19, "word": " الخدمات", "probability": 0.9720052083333334}, {"start": 2651.19, "end": 2651.53, "word": " يساوي", "probability": 0.6719970703125}, {"start": 2651.53, "end": 2652.05, "word": " الوجود", "probability": 0.9562174479166666}, {"start": 2652.05, "end": 2652.73, "word": " ممتاز", "probability": 0.9429931640625}, {"start": 2652.73, "end": 2656.59, "word": " مبهمة؟", "probability": 0.66884765625}, {"start": 2656.59, "end": 2657.73, "word": " واضح", "probability": 0.8006184895833334}], "temperature": 1.0}, {"id": 106, "seek": 267739, "start": 2659.57, "end": 2677.39, "text": "أيضا انتظرت بالشمول يعني، هي كانت لو كتبت من قدم علم، هي بتصدم نفسها، لأن هو إيها دور من البحث العلمي، وإيها دور من المسؤولية الاجتماعية، إذا أنت كنت شاملة، بالشمول لحالها، ايوة، إذا ما ترميزنا", "tokens": [10721, 1829, 11242, 995, 16472, 2655, 19913, 43500, 20666, 8592, 2304, 12610, 37495, 22653, 12399, 39896, 25961, 2655, 45164, 9122, 2655, 3555, 2655, 9154, 12174, 40448, 11203, 2304, 12399, 39896, 39894, 9381, 40448, 8717, 36178, 11296, 12399, 5296, 33456, 31439, 11933, 1829, 11296, 11778, 13063, 9154, 29739, 5016, 12984, 18863, 19528, 1829, 12399, 4032, 28814, 1829, 11296, 11778, 13063, 9154, 9673, 3794, 33604, 12610, 10632, 2423, 26108, 2655, 15042, 3615, 10632, 12399, 11933, 15730, 14739, 2655, 9122, 29399, 13412, 10943, 37977, 12399, 20666, 8592, 2304, 12610, 5296, 5016, 6027, 11296, 12399, 1975, 1829, 2407, 3660, 12399, 11933, 15730, 19446, 6055, 2288, 2304, 1829, 11622, 8315], "avg_logprob": -0.2808077745842484, "compression_ratio": 1.8870967741935485, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2659.57, "end": 2659.97, "word": "أيضا", "probability": 0.84521484375}, {"start": 2659.97, "end": 2660.39, "word": " انتظرت", "probability": 0.7591552734375}, {"start": 2660.39, "end": 2660.97, "word": " بالشمول", "probability": 0.9197998046875}, {"start": 2660.97, "end": 2661.55, "word": " يعني،", "probability": 0.6139322916666666}, {"start": 2661.55, "end": 2661.73, "word": " هي", "probability": 0.67919921875}, {"start": 2661.73, "end": 2662.05, "word": " كانت", "probability": 0.60107421875}, {"start": 2662.05, "end": 2662.11, "word": " لو", "probability": 0.98583984375}, {"start": 2662.11, "end": 2662.65, "word": " كتبت", "probability": 0.971435546875}, {"start": 2662.65, "end": 2662.95, "word": " من", "probability": 0.6591796875}, {"start": 2662.95, "end": 2663.31, "word": " قدم", "probability": 0.812255859375}, {"start": 2663.31, "end": 2664.37, "word": " علم،", "probability": 0.724365234375}, {"start": 2664.37, "end": 2664.61, "word": " هي", "probability": 0.98876953125}, {"start": 2664.61, "end": 2665.01, "word": " بتصدم", "probability": 0.8606770833333334}, {"start": 2665.01, "end": 2665.97, "word": " نفسها،", "probability": 0.9364013671875}, {"start": 2665.97, "end": 2666.25, "word": " لأن", "probability": 0.82958984375}, {"start": 2666.25, "end": 2666.35, "word": " هو", "probability": 0.83251953125}, {"start": 2666.35, "end": 2666.47, "word": " إيها", "probability": 0.490478515625}, {"start": 2666.47, "end": 2666.63, "word": " دور", "probability": 0.69189453125}, {"start": 2666.63, "end": 2666.75, "word": " من", "probability": 0.81298828125}, {"start": 2666.75, "end": 2667.03, "word": " البحث", "probability": 0.94091796875}, {"start": 2667.03, "end": 2667.83, "word": " العلمي،", "probability": 0.8448486328125}, {"start": 2667.83, "end": 2668.11, "word": " وإيها", "probability": 0.8564453125}, {"start": 2668.11, "end": 2668.33, "word": " دور", "probability": 0.992919921875}, {"start": 2668.33, "end": 2668.45, "word": " من", "probability": 0.99169921875}, {"start": 2668.45, "end": 2668.85, "word": " المسؤولية", "probability": 0.8740234375}, {"start": 2668.85, "end": 2669.55, "word": " الاجتماعية،", "probability": 0.9005650111607143}, {"start": 2669.55, "end": 2669.77, "word": " إذا", "probability": 0.75390625}, {"start": 2669.77, "end": 2670.09, "word": " أنت", "probability": 0.898681640625}, {"start": 2670.09, "end": 2670.31, "word": " كنت", "probability": 0.989990234375}, {"start": 2670.31, "end": 2671.25, "word": " شاملة،", "probability": 0.806884765625}, {"start": 2671.25, "end": 2671.67, "word": " بالشمول", "probability": 0.9412841796875}, {"start": 2671.67, "end": 2674.79, "word": " لحالها،", "probability": 0.760009765625}, {"start": 2674.79, "end": 2675.33, "word": " ايوة،", "probability": 0.51572265625}, {"start": 2675.33, "end": 2675.55, "word": " إذا", "probability": 0.5640869140625}, {"start": 2675.55, "end": 2676.57, "word": " ما", "probability": 0.60400390625}, {"start": 2676.57, "end": 2677.39, "word": " ترميزنا", "probability": 0.6439615885416666}], "temperature": 1.0}, {"id": 107, "seek": 271579, "start": 2686.23, "end": 2715.79, "text": "طبعا هي في السطر الأخير اللي هو في طول ال islamic value اللي هي هذه خصوصية الجامعة أو توجهها يعني اظهر توجهك التوجه ظهر في طول نطقه المسلم برضه فيها ندرة مستقبلية ممكن تساهم في ميناء الأجيال اه اللي هي المسؤال الشمعية ماهو المسؤال الشمعي؟ مع الخدمات، توظيف الخدمات زاد مع المسؤال الشمعي", "tokens": [9566, 3555, 3615, 995, 39896, 8978, 21136, 9566, 2288, 16247, 9778, 13546, 13672, 1829, 31439, 8978, 23032, 12610, 2423, 307, 4326, 299, 2158, 13672, 1829, 39896, 29538, 16490, 9381, 2407, 9381, 10632, 25724, 10943, 27884, 34051, 33427, 7435, 3224, 11296, 37495, 22653, 1975, 19913, 3224, 2288, 33427, 7435, 3224, 4117, 16712, 29245, 3224, 1357, 116, 3224, 2288, 8978, 23032, 12610, 8717, 9566, 4587, 3224, 9673, 3794, 19528, 4724, 43042, 3224, 8978, 11296, 8717, 3215, 25720, 3714, 14851, 4587, 3555, 1211, 10632, 3714, 43020, 6055, 3794, 995, 16095, 8978, 3714, 9957, 16606, 16247, 7435, 1829, 6027, 1975, 3224, 13672, 1829, 39896, 9673, 3794, 33604, 6027, 25124, 2304, 3615, 10632, 19446, 3224, 2407, 9673, 3794, 33604, 6027, 25124, 2304, 3615, 1829, 22807, 20449, 33962, 40448, 9307, 12399, 33427, 19913, 33911, 33962, 40448, 9307, 30767, 18513, 20449, 9673, 3794, 33604, 6027, 25124, 2304, 3615, 1829], "avg_logprob": -0.27556817431549924, "compression_ratio": 2.0991735537190084, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2686.23, "end": 2686.55, "word": "طبعا", "probability": 0.9803466796875}, {"start": 2686.55, "end": 2686.77, "word": " هي", "probability": 0.81494140625}, {"start": 2686.77, "end": 2687.09, "word": " في", "probability": 0.79345703125}, {"start": 2687.09, "end": 2687.45, "word": " السطر", "probability": 0.52587890625}, {"start": 2687.45, "end": 2687.97, "word": " الأخير", "probability": 0.89501953125}, {"start": 2687.97, "end": 2688.15, "word": " اللي", "probability": 0.796142578125}, {"start": 2688.15, "end": 2688.31, "word": " هو", "probability": 0.94970703125}, {"start": 2688.31, "end": 2688.49, "word": " في", "probability": 0.96728515625}, {"start": 2688.49, "end": 2688.91, "word": " طول", "probability": 0.56591796875}, {"start": 2688.91, "end": 2689.19, "word": " ال", "probability": 0.95458984375}, {"start": 2689.19, "end": 2689.79, "word": " islamic", "probability": 0.73193359375}, {"start": 2689.79, "end": 2690.31, "word": " value", "probability": 0.9814453125}, {"start": 2690.31, "end": 2690.99, "word": " اللي", "probability": 0.902587890625}, {"start": 2690.99, "end": 2691.41, "word": " هي", "probability": 0.9013671875}, {"start": 2691.41, "end": 2691.93, "word": " هذه", "probability": 0.53466796875}, {"start": 2691.93, "end": 2692.55, "word": " خصوصية", "probability": 0.97021484375}, {"start": 2692.55, "end": 2693.15, "word": " الجامعة", "probability": 0.8974609375}, {"start": 2693.15, "end": 2693.29, "word": " أو", "probability": 0.65380859375}, {"start": 2693.29, "end": 2693.83, "word": " توجهها", "probability": 0.77642822265625}, {"start": 2693.83, "end": 2693.99, "word": " يعني", "probability": 0.724609375}, {"start": 2693.99, "end": 2694.37, "word": " اظهر", "probability": 0.9097900390625}, {"start": 2694.37, "end": 2695.21, "word": " توجهك", "probability": 0.9217529296875}, {"start": 2695.21, "end": 2697.55, "word": " التوجه", "probability": 0.86669921875}, {"start": 2697.55, "end": 2697.95, "word": " ظهر", "probability": 0.8460693359375}, {"start": 2697.95, "end": 2698.15, "word": " في", "probability": 0.98388671875}, {"start": 2698.15, "end": 2698.51, "word": " طول", "probability": 0.979248046875}, {"start": 2698.51, "end": 2698.85, "word": " نطقه", "probability": 0.5277099609375}, {"start": 2698.85, "end": 2699.31, "word": " المسلم", "probability": 0.8076171875}, {"start": 2699.31, "end": 2704.35, "word": " برضه", "probability": 0.5580647786458334}, {"start": 2704.35, "end": 2704.59, "word": " فيها", "probability": 0.875}, {"start": 2704.59, "end": 2704.87, "word": " ندرة", "probability": 0.8025716145833334}, {"start": 2704.87, "end": 2705.51, "word": " مستقبلية", "probability": 0.71820068359375}, {"start": 2705.51, "end": 2705.81, "word": " ممكن", "probability": 0.3236083984375}, {"start": 2705.81, "end": 2706.35, "word": " تساهم", "probability": 0.78228759765625}, {"start": 2706.35, "end": 2706.51, "word": " في", "probability": 0.91845703125}, {"start": 2706.51, "end": 2706.81, "word": " ميناء", "probability": 0.6572265625}, {"start": 2706.81, "end": 2707.41, "word": " الأجيال", "probability": 0.9224853515625}, {"start": 2707.41, "end": 2708.73, "word": " اه", "probability": 0.69140625}, {"start": 2708.73, "end": 2708.93, "word": " اللي", "probability": 0.970947265625}, {"start": 2708.93, "end": 2709.09, "word": " هي", "probability": 0.890625}, {"start": 2709.09, "end": 2709.43, "word": " المسؤال", "probability": 0.69561767578125}, {"start": 2709.43, "end": 2709.97, "word": " الشمعية", "probability": 0.731201171875}, {"start": 2709.97, "end": 2711.25, "word": " ماهو", "probability": 0.570068359375}, {"start": 2711.25, "end": 2711.49, "word": " المسؤال", "probability": 0.9810791015625}, {"start": 2711.49, "end": 2712.23, "word": " الشمعي؟", "probability": 0.7828125}, {"start": 2712.23, "end": 2713.29, "word": " مع", "probability": 0.94091796875}, {"start": 2713.29, "end": 2713.91, "word": " الخدمات،", "probability": 0.7603759765625}, {"start": 2713.91, "end": 2714.23, "word": " توظيف", "probability": 0.9070638020833334}, {"start": 2714.23, "end": 2714.73, "word": " الخدمات", "probability": 0.9659830729166666}, {"start": 2714.73, "end": 2714.93, "word": " زاد", "probability": 0.5283203125}, {"start": 2714.93, "end": 2715.11, "word": " مع", "probability": 0.884765625}, {"start": 2715.11, "end": 2715.39, "word": " المسؤال", "probability": 0.922119140625}, {"start": 2715.39, "end": 2715.79, "word": " الشمعي", "probability": 0.964599609375}], "temperature": 1.0}, {"id": 108, "seek": 274171, "start": 2717.35, "end": 2741.71, "text": "خُلّي بالك تشجّع تسعى، كلها فعل مضارع، مجالش سعى، لأ، مهار، كلها تكاتب بصيرة المضارع يعني، للمستقبل لأنها سبب الوجود يعني، في الوضع الحالي طبعا إحنا لو قدرنا كمان هيك بصير، ممكن أفقد أنا جوهر رسالة، مكتبها أو بشاور فيها لأن رسالة إيها مواصفة", "tokens": [9778, 10859, 1211, 11703, 1829, 20666, 4117, 6055, 8592, 7435, 11703, 3615, 6055, 3794, 3615, 7578, 12399, 28242, 11296, 6156, 30241, 3714, 11242, 9640, 3615, 12399, 3714, 7435, 6027, 8592, 8608, 3615, 7578, 12399, 5296, 10721, 12399, 3714, 3224, 9640, 12399, 28242, 11296, 6055, 4117, 9307, 3555, 4724, 9381, 13546, 3660, 9673, 11242, 9640, 3615, 37495, 22653, 12399, 5296, 19528, 14851, 4587, 36150, 5296, 33456, 11296, 8608, 3555, 3555, 2423, 29245, 23328, 37495, 22653, 12399, 8978, 2423, 2407, 11242, 3615, 21542, 6027, 1829, 23032, 3555, 3615, 995, 11933, 5016, 8315, 45164, 12174, 3215, 2288, 8315, 9122, 2304, 7649, 39896, 4117, 4724, 9381, 13546, 12399, 3714, 43020, 5551, 5172, 28543, 41850, 10874, 2407, 3224, 2288, 12602, 3794, 6027, 3660, 12399, 3714, 4117, 2655, 3555, 11296, 34051, 4724, 8592, 995, 13063, 8978, 11296, 5296, 33456, 12602, 3794, 6027, 3660, 11933, 1829, 11296, 3714, 2407, 33546, 5172, 3660], "avg_logprob": -0.22260274074665487, "compression_ratio": 1.9254385964912282, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2717.35, "end": 2717.69, "word": "خُلّي", "probability": 0.785791015625}, {"start": 2717.69, "end": 2718.01, "word": " بالك", "probability": 0.636962890625}, {"start": 2718.01, "end": 2718.99, "word": " تشجّع", "probability": 0.785595703125}, {"start": 2718.99, "end": 2720.31, "word": " تسعى،", "probability": 0.6960205078125}, {"start": 2720.31, "end": 2720.61, "word": " كلها", "probability": 0.895263671875}, {"start": 2720.61, "end": 2720.87, "word": " فعل", "probability": 0.907958984375}, {"start": 2720.87, "end": 2722.27, "word": " مضارع،", "probability": 0.83935546875}, {"start": 2722.27, "end": 2722.93, "word": " مجالش", "probability": 0.7667236328125}, {"start": 2722.93, "end": 2724.65, "word": " سعى،", "probability": 0.63226318359375}, {"start": 2724.65, "end": 2725.03, "word": " لأ،", "probability": 0.7591959635416666}, {"start": 2725.03, "end": 2725.89, "word": " مهار،", "probability": 0.523895263671875}, {"start": 2725.89, "end": 2726.27, "word": " كلها", "probability": 0.868896484375}, {"start": 2726.27, "end": 2726.69, "word": " تكاتب", "probability": 0.6583251953125}, {"start": 2726.69, "end": 2727.05, "word": " بصيرة", "probability": 0.77880859375}, {"start": 2727.05, "end": 2727.59, "word": " المضارع", "probability": 0.8138427734375}, {"start": 2727.59, "end": 2728.65, "word": " يعني،", "probability": 0.7664388020833334}, {"start": 2728.65, "end": 2729.49, "word": " للمستقبل", "probability": 0.973046875}, {"start": 2729.49, "end": 2730.05, "word": " لأنها", "probability": 0.6998697916666666}, {"start": 2730.05, "end": 2730.33, "word": " سبب", "probability": 0.9915364583333334}, {"start": 2730.33, "end": 2730.79, "word": " الوجود", "probability": 0.9453125}, {"start": 2730.79, "end": 2731.21, "word": " يعني،", "probability": 0.9015299479166666}, {"start": 2731.21, "end": 2731.31, "word": " في", "probability": 0.869140625}, {"start": 2731.31, "end": 2731.61, "word": " الوضع", "probability": 0.9847412109375}, {"start": 2731.61, "end": 2732.09, "word": " الحالي", "probability": 0.9830729166666666}, {"start": 2732.09, "end": 2732.87, "word": " طبعا", "probability": 0.9683837890625}, {"start": 2732.87, "end": 2733.09, "word": " إحنا", "probability": 0.92041015625}, {"start": 2733.09, "end": 2733.25, "word": " لو", "probability": 0.9853515625}, {"start": 2733.25, "end": 2733.87, "word": " قدرنا", "probability": 0.7562255859375}, {"start": 2733.87, "end": 2734.31, "word": " كمان", "probability": 0.9964192708333334}, {"start": 2734.31, "end": 2734.89, "word": " هيك", "probability": 0.7117919921875}, {"start": 2734.89, "end": 2735.57, "word": " بصير،", "probability": 0.71112060546875}, {"start": 2735.57, "end": 2735.95, "word": " ممكن", "probability": 0.875732421875}, {"start": 2735.95, "end": 2736.47, "word": " أفقد", "probability": 0.9510091145833334}, {"start": 2736.47, "end": 2736.73, "word": " أنا", "probability": 0.7958984375}, {"start": 2736.73, "end": 2737.23, "word": " جوهر", "probability": 0.9678955078125}, {"start": 2737.23, "end": 2738.79, "word": " رسالة،", "probability": 0.94638671875}, {"start": 2738.79, "end": 2739.35, "word": " مكتبها", "probability": 0.867138671875}, {"start": 2739.35, "end": 2739.53, "word": " أو", "probability": 0.77783203125}, {"start": 2739.53, "end": 2739.99, "word": " بشاور", "probability": 0.81475830078125}, {"start": 2739.99, "end": 2740.25, "word": " فيها", "probability": 0.97705078125}, {"start": 2740.25, "end": 2740.45, "word": " لأن", "probability": 0.7060546875}, {"start": 2740.45, "end": 2740.95, "word": " رسالة", "probability": 0.9366455078125}, {"start": 2740.95, "end": 2741.13, "word": " إيها", "probability": 0.685546875}, {"start": 2741.13, "end": 2741.71, "word": " مواصفة", "probability": 0.94921875}], "temperature": 1.0}, {"id": 109, "seek": 276741, "start": 2741.81, "end": 2767.41, "text": "هي لازم تكون شاملة مش طويلة كتير و مملة يعني انا اوصل فكريتي فيها بكلمات مقتصرة و قوية و شاملة بدون ما تفقد المعنى برضه انا ماختصرش كتير ممتازة من الصفات على امتكاري مشطرحات تكتبيها يعني يعني مابصير تقولي تعمل على مواقعك جهة و تعمل على تجربة اشتغل، لأ هي ماب .. يعني دائما مابكلمش الكلام، بضعف صيانة غسالة", "tokens": [3224, 1829, 5296, 31377, 2304, 6055, 30544, 13412, 10943, 37977, 37893, 23032, 2407, 26895, 3660, 9122, 2655, 13546, 4032, 3714, 42213, 3660, 37495, 22653, 1975, 8315, 1975, 2407, 36520, 6156, 4117, 16572, 31371, 8978, 11296, 4724, 4117, 19528, 9307, 3714, 38149, 9381, 25720, 4032, 12174, 2407, 10632, 4032, 13412, 10943, 37977, 47525, 11536, 19446, 6055, 5172, 28543, 9673, 3615, 1863, 7578, 4724, 43042, 3224, 1975, 8315, 3714, 47283, 2655, 9381, 2288, 8592, 9122, 2655, 13546, 3714, 2304, 2655, 31377, 3660, 9154, 31767, 5172, 9307, 15844, 1975, 2304, 2655, 4117, 9640, 1829, 37893, 9566, 2288, 5016, 9307, 6055, 4117, 2655, 21292, 11296, 37495, 22653, 37495, 22653, 3714, 16758, 9381, 13546, 6055, 39648, 1829, 6055, 25957, 1211, 15844, 3714, 14407, 4587, 3615, 4117, 10874, 3224, 3660, 4032, 6055, 25957, 1211, 15844, 6055, 7435, 25513, 3660, 1975, 8592, 2655, 17082, 1211, 12399, 5296, 10721, 39896, 3714, 16758, 4386, 37495, 22653, 11778, 16373, 15042, 3714, 16758, 4117, 19528, 8592, 2423, 28820, 10943, 12399, 4724, 11242, 3615, 5172, 20328, 1829, 7649, 3660, 32771, 3794, 6027, 3660], "avg_logprob": -0.2627180284538934, "compression_ratio": 2.0072992700729926, "no_speech_prob": 0.0, "words": [{"start": 2741.81, "end": 2742.11, "word": "هي", "probability": 0.86669921875}, {"start": 2742.11, "end": 2742.47, "word": " لازم", "probability": 0.9931640625}, {"start": 2742.47, "end": 2743.07, "word": " تكون", "probability": 0.9912109375}, {"start": 2743.07, "end": 2744.79, "word": " شاملة", "probability": 0.9786783854166666}, {"start": 2744.79, "end": 2745.29, "word": " مش", "probability": 0.5478515625}, {"start": 2745.29, "end": 2745.73, "word": " طويلة", "probability": 0.9664306640625}, {"start": 2745.73, "end": 2745.99, "word": " كتير", "probability": 0.9567057291666666}, {"start": 2745.99, "end": 2746.07, "word": " و", "probability": 0.98974609375}, {"start": 2746.07, "end": 2746.59, "word": " مملة", "probability": 0.8548177083333334}, {"start": 2746.59, "end": 2747.05, "word": " يعني", "probability": 0.829833984375}, {"start": 2747.05, "end": 2747.25, "word": " انا", "probability": 0.68310546875}, {"start": 2747.25, "end": 2747.63, "word": " اوصل", "probability": 0.7522786458333334}, {"start": 2747.63, "end": 2748.13, "word": " فكريتي", "probability": 0.776611328125}, {"start": 2748.13, "end": 2748.49, "word": " فيها", "probability": 0.98876953125}, {"start": 2748.49, "end": 2749.05, "word": " بكلمات", "probability": 0.928466796875}, {"start": 2749.05, "end": 2749.51, "word": " مقتصرة", "probability": 0.896240234375}, {"start": 2749.51, "end": 2749.63, "word": " و", "probability": 0.994140625}, {"start": 2749.63, "end": 2750.09, "word": " قوية", "probability": 0.9593098958333334}, {"start": 2750.09, "end": 2750.69, "word": " و", "probability": 0.98974609375}, {"start": 2750.69, "end": 2751.07, "word": " شاملة", "probability": 0.8723958333333334}, {"start": 2751.07, "end": 2751.33, "word": " بدون", "probability": 0.736328125}, {"start": 2751.33, "end": 2751.43, "word": " ما", "probability": 0.57763671875}, {"start": 2751.43, "end": 2751.77, "word": " تفقد", "probability": 0.9908854166666666}, {"start": 2751.77, "end": 2752.13, "word": " المعنى", "probability": 0.9866943359375}, {"start": 2752.13, "end": 2752.35, "word": " برضه", "probability": 0.890625}, {"start": 2752.35, "end": 2752.51, "word": " انا", "probability": 0.8193359375}, {"start": 2752.51, "end": 2753.27, "word": " ماختصرش", "probability": 0.7560628255208334}, {"start": 2753.27, "end": 2753.57, "word": " كتير", "probability": 0.9855143229166666}, {"start": 2753.57, "end": 2754.03, "word": " ممتازة", "probability": 0.83115234375}, {"start": 2754.03, "end": 2754.19, "word": " من", "probability": 0.7412109375}, {"start": 2754.19, "end": 2754.63, "word": " الصفات", "probability": 0.9456380208333334}, {"start": 2754.63, "end": 2754.79, "word": " على", "probability": 0.34130859375}, {"start": 2754.79, "end": 2755.39, "word": " امتكاري", "probability": 0.868896484375}, {"start": 2755.39, "end": 2756.11, "word": " مشطرحات", "probability": 0.777392578125}, {"start": 2756.11, "end": 2757.19, "word": " تكتبيها", "probability": 0.74912109375}, {"start": 2757.19, "end": 2757.45, "word": " يعني", "probability": 0.878662109375}, {"start": 2757.45, "end": 2758.01, "word": " يعني", "probability": 0.6533203125}, {"start": 2758.01, "end": 2758.49, "word": " مابصير", "probability": 0.6693115234375}, {"start": 2758.49, "end": 2758.81, "word": " تقولي", "probability": 0.7047526041666666}, {"start": 2758.81, "end": 2759.19, "word": " تعمل", "probability": 0.8362630208333334}, {"start": 2759.19, "end": 2759.35, "word": " على", "probability": 0.335693359375}, {"start": 2759.35, "end": 2759.79, "word": " مواقعك", "probability": 0.603125}, {"start": 2759.79, "end": 2760.27, "word": " جهة", "probability": 0.6739908854166666}, {"start": 2760.27, "end": 2760.75, "word": " و", "probability": 0.611328125}, {"start": 2760.75, "end": 2761.17, "word": " تعمل", "probability": 0.9407552083333334}, {"start": 2761.17, "end": 2761.35, "word": " على", "probability": 0.9423828125}, {"start": 2761.35, "end": 2761.93, "word": " تجربة", "probability": 0.7755126953125}, {"start": 2761.93, "end": 2762.55, "word": " اشتغل،", "probability": 0.4958089192708333}, {"start": 2762.55, "end": 2762.69, "word": " لأ", "probability": 0.932861328125}, {"start": 2762.69, "end": 2762.81, "word": " هي", "probability": 0.77880859375}, {"start": 2762.81, "end": 2763.01, "word": " ماب", "probability": 0.7117919921875}, {"start": 2763.01, "end": 2763.13, "word": " ..", "probability": 0.2366943359375}, {"start": 2763.13, "end": 2763.43, "word": " يعني", "probability": 0.923095703125}, {"start": 2763.43, "end": 2763.91, "word": " دائما", "probability": 0.8411458333333334}, {"start": 2763.91, "end": 2764.59, "word": " مابكلمش", "probability": 0.75205078125}, {"start": 2764.59, "end": 2765.73, "word": " الكلام،", "probability": 0.826171875}, {"start": 2765.73, "end": 2766.23, "word": " بضعف", "probability": 0.74957275390625}, {"start": 2766.23, "end": 2766.79, "word": " صيانة", "probability": 0.9317626953125}, {"start": 2766.79, "end": 2767.41, "word": " غسالة", "probability": 0.75750732421875}], "temperature": 1.0}, {"id": 110, "seek": 279687, "start": 2768.15, "end": 2796.87, "text": "بشغل .. تخلّي المقارنة بشغل الـ email بشغل كل شيء صحيح طبعا إحنا لما نكتب برؤية و رسالة نخلّي الناس المحضنين في المؤسسة يقاروها لو هو شخص أجنب يقارها إيش وجه النظره؟ فضليه؟ في حد اللي هلأ عنده أي سؤال أو استفسار عن إشي هنفوت في ال .. ال .. ال .. بعد ما كتبنا الرؤية و الرسالة اللي هي غيّات الجامعة المقصود فيها اللي هي .. هو ال power plus تبع ال university أو تبع الجامعة", "tokens": [3555, 8592, 17082, 1211, 4386, 6055, 9778, 1211, 11703, 1829, 9673, 4587, 9640, 1863, 3660, 4724, 8592, 17082, 1211, 2423, 39184, 3796, 4724, 8592, 17082, 1211, 28242, 44049, 38207, 20328, 5016, 1829, 5016, 23032, 3555, 3615, 995, 11933, 5016, 8315, 5296, 15042, 8717, 4117, 2655, 3555, 4724, 2288, 33604, 10632, 4032, 12602, 3794, 6027, 3660, 8717, 9778, 1211, 11703, 1829, 2423, 8315, 3794, 9673, 5016, 11242, 1863, 9957, 8978, 9673, 33604, 3794, 3794, 3660, 7251, 4587, 9640, 2407, 11296, 45164, 31439, 13412, 9778, 9381, 5551, 7435, 1863, 3555, 7251, 4587, 9640, 11296, 11933, 1829, 8592, 49610, 3224, 28239, 19913, 2288, 3224, 22807, 6156, 11242, 20292, 3224, 22807, 8978, 11331, 3215, 13672, 1829, 8032, 1211, 10721, 43242, 3224, 36632, 8608, 33604, 6027, 34051, 44713, 36178, 9640, 18871, 11933, 8592, 1829, 8032, 1863, 5172, 35473, 8978, 2423, 4386, 2423, 4386, 2423, 4386, 39182, 19446, 9122, 2655, 3555, 8315, 34892, 33604, 10632, 4032, 34892, 3794, 6027, 3660, 13672, 1829, 39896, 32771, 1829, 11703, 9307, 25724, 10943, 27884, 9673, 4587, 9381, 23328, 8978, 11296, 13672, 1829, 39896, 4386, 31439, 2423, 1347, 1804, 6055, 3555, 3615, 2423, 5454, 34051, 6055, 3555, 3615, 25724, 10943, 27884], "avg_logprob": -0.2632526156165837, "compression_ratio": 1.9688473520249221, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2768.15, "end": 2768.75, "word": "بشغل", "probability": 0.70550537109375}, {"start": 2768.75, "end": 2769.07, "word": " ..", "probability": 0.262939453125}, {"start": 2769.07, "end": 2769.61, "word": " تخلّي", "probability": 0.672705078125}, {"start": 2769.61, "end": 2770.31, "word": " المقارنة", "probability": 0.670654296875}, {"start": 2770.31, "end": 2771.03, "word": " بشغل", "probability": 0.762115478515625}, {"start": 2771.03, "end": 2771.27, "word": " الـ", "probability": 0.4091796875}, {"start": 2771.27, "end": 2771.27, "word": " email", "probability": 0.261962890625}, {"start": 2771.27, "end": 2771.67, "word": " بشغل", "probability": 0.8914794921875}, {"start": 2771.67, "end": 2771.89, "word": " كل", "probability": 0.16943359375}, {"start": 2771.89, "end": 2772.15, "word": " شيء", "probability": 0.6243896484375}, {"start": 2772.15, "end": 2773.89, "word": " صحيح", "probability": 0.82373046875}, {"start": 2773.89, "end": 2774.35, "word": " طبعا", "probability": 0.8768310546875}, {"start": 2774.35, "end": 2774.53, "word": " إحنا", "probability": 0.8536783854166666}, {"start": 2774.53, "end": 2774.71, "word": " لما", "probability": 0.96484375}, {"start": 2774.71, "end": 2775.05, "word": " نكتب", "probability": 0.991943359375}, {"start": 2775.05, "end": 2775.39, "word": " برؤية", "probability": 0.79913330078125}, {"start": 2775.39, "end": 2775.57, "word": " و", "probability": 0.94091796875}, {"start": 2775.57, "end": 2775.83, "word": " رسالة", "probability": 0.9073486328125}, {"start": 2775.83, "end": 2776.27, "word": " نخلّي", "probability": 0.750634765625}, {"start": 2776.27, "end": 2776.63, "word": " الناس", "probability": 0.9847005208333334}, {"start": 2776.63, "end": 2777.39, "word": " المحضنين", "probability": 0.7419921875}, {"start": 2777.39, "end": 2777.55, "word": " في", "probability": 0.94140625}, {"start": 2777.55, "end": 2777.97, "word": " المؤسسة", "probability": 0.861083984375}, {"start": 2777.97, "end": 2778.47, "word": " يقاروها", "probability": 0.8119140625}, {"start": 2778.47, "end": 2779.29, "word": " لو", "probability": 0.9482421875}, {"start": 2779.29, "end": 2779.53, "word": " هو", "probability": 0.99072265625}, {"start": 2779.53, "end": 2779.87, "word": " شخص", "probability": 0.998046875}, {"start": 2779.87, "end": 2780.19, "word": " أجنب", "probability": 0.885498046875}, {"start": 2780.19, "end": 2780.69, "word": " يقارها", "probability": 0.9195556640625}, {"start": 2780.69, "end": 2780.97, "word": " إيش", "probability": 0.7587890625}, {"start": 2780.97, "end": 2781.19, "word": " وجه", "probability": 0.714599609375}, {"start": 2781.19, "end": 2782.25, "word": " النظره؟", "probability": 0.7392578125}, {"start": 2782.25, "end": 2783.51, "word": " فضليه؟", "probability": 0.70126953125}, {"start": 2783.51, "end": 2783.63, "word": " في", "probability": 0.48291015625}, {"start": 2783.63, "end": 2783.85, "word": " حد", "probability": 0.94580078125}, {"start": 2783.85, "end": 2783.97, "word": " اللي", "probability": 0.9580078125}, {"start": 2783.97, "end": 2784.15, "word": " هلأ", "probability": 0.5714518229166666}, {"start": 2784.15, "end": 2784.39, "word": " عنده", "probability": 0.929443359375}, {"start": 2784.39, "end": 2784.49, "word": " أي", "probability": 0.82861328125}, {"start": 2784.49, "end": 2784.89, "word": " سؤال", "probability": 0.9969075520833334}, {"start": 2784.89, "end": 2785.05, "word": " أو", "probability": 0.927734375}, {"start": 2785.05, "end": 2785.61, "word": " استفسار", "probability": 0.94970703125}, {"start": 2785.61, "end": 2785.79, "word": " عن", "probability": 0.79248046875}, {"start": 2785.79, "end": 2786.11, "word": " إشي", "probability": 0.6319986979166666}, {"start": 2786.11, "end": 2788.01, "word": " هنفوت", "probability": 0.72711181640625}, {"start": 2788.01, "end": 2788.27, "word": " في", "probability": 0.97900390625}, {"start": 2788.27, "end": 2788.57, "word": " ال", "probability": 0.2978515625}, {"start": 2788.57, "end": 2788.65, "word": " ..", "probability": 0.85546875}, {"start": 2788.65, "end": 2788.95, "word": " ال", "probability": 0.759765625}, {"start": 2788.95, "end": 2788.95, "word": " ..", "probability": 0.89306640625}, {"start": 2788.95, "end": 2789.31, "word": " ال", "probability": 0.59033203125}, {"start": 2789.31, "end": 2789.43, "word": " ..", "probability": 0.5673828125}, {"start": 2789.43, "end": 2789.61, "word": " بعد", "probability": 0.9423828125}, {"start": 2789.61, "end": 2789.75, "word": " ما", "probability": 0.95849609375}, {"start": 2789.75, "end": 2790.13, "word": " كتبنا", "probability": 0.9931640625}, {"start": 2790.13, "end": 2790.47, "word": " الرؤية", "probability": 0.97021484375}, {"start": 2790.47, "end": 2790.61, "word": " و", "probability": 0.9599609375}, {"start": 2790.61, "end": 2791.05, "word": " الرسالة", "probability": 0.951171875}, {"start": 2791.05, "end": 2791.19, "word": " اللي", "probability": 0.879638671875}, {"start": 2791.19, "end": 2791.33, "word": " هي", "probability": 0.91259765625}, {"start": 2791.33, "end": 2791.75, "word": " غيّات", "probability": 0.7921142578125}, {"start": 2791.75, "end": 2792.29, "word": " الجامعة", "probability": 0.99267578125}, {"start": 2792.29, "end": 2792.95, "word": " المقصود", "probability": 0.9598388671875}, {"start": 2792.95, "end": 2793.25, "word": " فيها", "probability": 0.992919921875}, {"start": 2793.25, "end": 2793.39, "word": " اللي", "probability": 0.952392578125}, {"start": 2793.39, "end": 2793.63, "word": " هي", "probability": 0.94921875}, {"start": 2793.63, "end": 2793.73, "word": " ..", "probability": 0.1748046875}, {"start": 2793.73, "end": 2793.85, "word": " هو", "probability": 0.375732421875}, {"start": 2793.85, "end": 2793.97, "word": " ال", "probability": 0.9736328125}, {"start": 2793.97, "end": 2794.19, "word": " power", "probability": 0.5849609375}, {"start": 2794.19, "end": 2794.65, "word": " plus", "probability": 0.11895751953125}, {"start": 2794.65, "end": 2795.35, "word": " تبع", "probability": 0.9363606770833334}, {"start": 2795.35, "end": 2795.53, "word": " ال", "probability": 0.91162109375}, {"start": 2795.53, "end": 2795.99, "word": " university", "probability": 0.87841796875}, {"start": 2795.99, "end": 2796.23, "word": " أو", "probability": 0.93115234375}, {"start": 2796.23, "end": 2796.45, "word": " تبع", "probability": 0.86962890625}, {"start": 2796.45, "end": 2796.87, "word": " الجامعة", "probability": 0.9768880208333334}], "temperature": 1.0}, {"id": 111, "seek": 282766, "start": 2798.24, "end": 2827.66, "text": "ليه غياتها أو أهدافها؟ مينا .. مينا يا حد بتقرا تشاركنا بالقراءة إسلام تفضل أولا دفع مستوى برامج التعليمية في الجامعة وفي الجامعة وفق البعاين إذا اختلف الهدف عن الرسالة والرؤية مثلما يقول رسالة يوفر مستوى البرامج أهلا مش رسالة صراحة الرسالة هي كلها موجودة لكن هدفها رفع المستوى إذا هي عندها برامج تعليمية بدها ترفع مستوها حسب معيار الجودة أو مواصفات الجودة", "tokens": [20292, 3224, 32771, 1829, 9307, 11296, 34051, 5551, 3224, 28259, 5172, 11296, 22807, 3714, 1829, 8315, 4386, 3714, 1829, 8315, 35186, 11331, 3215, 39894, 4587, 23557, 6055, 8592, 9640, 4117, 8315, 20666, 4587, 2288, 16606, 3660, 11933, 3794, 37440, 6055, 5172, 11242, 1211, 5551, 12610, 995, 11778, 5172, 3615, 3714, 14851, 2407, 7578, 4724, 2288, 10943, 7435, 16712, 3615, 20292, 2304, 10632, 8978, 25724, 10943, 27884, 4032, 41185, 25724, 10943, 27884, 4032, 5172, 4587, 2423, 3555, 3615, 995, 9957, 11933, 15730, 1975, 46456, 46538, 2423, 3224, 3215, 5172, 18871, 34892, 3794, 6027, 3660, 16070, 2288, 33604, 10632, 50113, 1211, 15042, 7251, 39648, 12602, 3794, 6027, 3660, 7251, 38688, 2288, 3714, 14851, 2407, 7578, 2423, 26890, 10943, 7435, 5551, 3224, 15040, 37893, 12602, 3794, 6027, 3660, 20328, 23557, 5016, 3660, 34892, 3794, 6027, 3660, 39896, 28242, 11296, 3714, 29245, 23328, 3660, 44381, 8032, 3215, 5172, 11296, 12602, 5172, 3615, 9673, 14851, 2407, 7578, 11933, 15730, 39896, 43242, 11296, 4724, 2288, 10943, 7435, 37279, 20292, 2304, 10632, 47525, 11296, 6055, 28480, 3615, 3714, 14851, 2407, 11296, 11331, 35457, 20449, 1829, 9640, 25724, 23328, 3660, 34051, 3714, 2407, 33546, 5172, 9307, 25724, 23328, 3660], "avg_logprob": -0.22802734941554567, "compression_ratio": 2.219178082191781, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2798.24, "end": 2798.66, "word": "ليه", "probability": 0.7099609375}, {"start": 2798.66, "end": 2799.2, "word": " غياتها", "probability": 0.905029296875}, {"start": 2799.2, "end": 2799.36, "word": " أو", "probability": 0.822265625}, {"start": 2799.36, "end": 2800.2, "word": " أهدافها؟", "probability": 0.8990071614583334}, {"start": 2800.2, "end": 2800.48, "word": " مينا", "probability": 0.4239501953125}, {"start": 2800.48, "end": 2800.48, "word": " ..", "probability": 0.296875}, {"start": 2800.48, "end": 2800.96, "word": " مينا", "probability": 0.91748046875}, {"start": 2800.96, "end": 2801.16, "word": " يا", "probability": 0.51513671875}, {"start": 2801.16, "end": 2801.28, "word": " حد", "probability": 0.867919921875}, {"start": 2801.28, "end": 2801.74, "word": " بتقرا", "probability": 0.8779296875}, {"start": 2801.74, "end": 2802.34, "word": " تشاركنا", "probability": 0.7986328125}, {"start": 2802.34, "end": 2803.5, "word": " بالقراءة", "probability": 0.847802734375}, {"start": 2803.5, "end": 2803.86, "word": " إسلام", "probability": 0.7021484375}, {"start": 2803.86, "end": 2804.28, "word": " تفضل", "probability": 0.76837158203125}, {"start": 2804.28, "end": 2805.56, "word": " أولا", "probability": 0.84765625}, {"start": 2805.56, "end": 2805.9, "word": " دفع", "probability": 0.7499186197916666}, {"start": 2805.9, "end": 2806.36, "word": " مستوى", "probability": 0.9407958984375}, {"start": 2806.36, "end": 2806.84, "word": " برامج", "probability": 0.9298095703125}, {"start": 2806.84, "end": 2807.52, "word": " التعليمية", "probability": 0.8943359375}, {"start": 2807.52, "end": 2807.72, "word": " في", "probability": 0.94287109375}, {"start": 2807.72, "end": 2808.14, "word": " الجامعة", "probability": 0.9376627604166666}, {"start": 2808.14, "end": 2808.64, "word": " وفي", "probability": 0.807373046875}, {"start": 2808.64, "end": 2809.24, "word": " الجامعة", "probability": 0.9300130208333334}, {"start": 2809.24, "end": 2809.64, "word": " وفق", "probability": 0.9357096354166666}, {"start": 2809.64, "end": 2810.32, "word": " البعاين", "probability": 0.53994140625}, {"start": 2810.32, "end": 2810.68, "word": " إذا", "probability": 0.750244140625}, {"start": 2810.68, "end": 2811.32, "word": " اختلف", "probability": 0.876953125}, {"start": 2811.32, "end": 2811.84, "word": " الهدف", "probability": 0.9896240234375}, {"start": 2811.84, "end": 2812.02, "word": " عن", "probability": 0.9814453125}, {"start": 2812.02, "end": 2812.44, "word": " الرسالة", "probability": 0.9156494140625}, {"start": 2812.44, "end": 2813.0, "word": " والرؤية", "probability": 0.8472900390625}, {"start": 2813.0, "end": 2813.96, "word": " مثلما", "probability": 0.52197265625}, {"start": 2813.96, "end": 2814.2, "word": " يقول", "probability": 0.89599609375}, {"start": 2814.2, "end": 2814.7, "word": " رسالة", "probability": 0.8795166015625}, {"start": 2814.7, "end": 2815.04, "word": " يوفر", "probability": 0.72705078125}, {"start": 2815.04, "end": 2815.44, "word": " مستوى", "probability": 0.973876953125}, {"start": 2815.44, "end": 2815.88, "word": " البرامج", "probability": 0.78094482421875}, {"start": 2815.88, "end": 2816.06, "word": " أهلا", "probability": 0.4608561197916667}, {"start": 2816.06, "end": 2816.2, "word": " مش", "probability": 0.52734375}, {"start": 2816.2, "end": 2816.62, "word": " رسالة", "probability": 0.989501953125}, {"start": 2816.62, "end": 2817.26, "word": " صراحة", "probability": 0.8970947265625}, {"start": 2817.26, "end": 2818.18, "word": " الرسالة", "probability": 0.95751953125}, {"start": 2818.18, "end": 2818.3, "word": " هي", "probability": 0.1378173828125}, {"start": 2818.3, "end": 2818.6, "word": " كلها", "probability": 0.322998046875}, {"start": 2818.6, "end": 2819.8, "word": " موجودة", "probability": 0.877197265625}, {"start": 2819.8, "end": 2820.16, "word": " لكن", "probability": 0.92236328125}, {"start": 2820.16, "end": 2820.66, "word": " هدفها", "probability": 0.96875}, {"start": 2820.66, "end": 2821.02, "word": " رفع", "probability": 0.703125}, {"start": 2821.02, "end": 2821.56, "word": " المستوى", "probability": 0.970703125}, {"start": 2821.56, "end": 2821.74, "word": " إذا", "probability": 0.6434326171875}, {"start": 2821.74, "end": 2821.98, "word": " هي", "probability": 0.66845703125}, {"start": 2821.98, "end": 2822.36, "word": " عندها", "probability": 0.99560546875}, {"start": 2822.36, "end": 2822.76, "word": " برامج", "probability": 0.9833984375}, {"start": 2822.76, "end": 2823.32, "word": " تعليمية", "probability": 0.9483642578125}, {"start": 2823.32, "end": 2823.76, "word": " بدها", "probability": 0.925537109375}, {"start": 2823.76, "end": 2824.24, "word": " ترفع", "probability": 0.9309895833333334}, {"start": 2824.24, "end": 2824.82, "word": " مستوها", "probability": 0.8253173828125}, {"start": 2824.82, "end": 2825.84, "word": " حسب", "probability": 0.968017578125}, {"start": 2825.84, "end": 2826.22, "word": " معيار", "probability": 0.701416015625}, {"start": 2826.22, "end": 2826.64, "word": " الجودة", "probability": 0.986328125}, {"start": 2826.64, "end": 2826.74, "word": " أو", "probability": 0.89501953125}, {"start": 2826.74, "end": 2827.24, "word": " مواصفات", "probability": 0.96767578125}, {"start": 2827.24, "end": 2827.66, "word": " الجودة", "probability": 0.98828125}], "temperature": 1.0}, {"id": 112, "seek": 285042, "start": 2829.36, "end": 2850.42, "text": "الارتقاء بالبحث العلمي ودعمه واستثماره في إنشاء تحقيق التنمية المستدامة تعديث دور الجامعة في خدمة وتنمية المجتمع", "tokens": [6027, 9640, 2655, 4587, 16606, 20666, 49628, 12984, 18863, 19528, 1829, 4032, 3215, 25957, 3224, 4032, 32277, 2655, 12984, 2304, 9640, 3224, 8978, 36145, 8592, 16606, 6055, 5016, 38436, 4587, 16712, 1863, 2304, 10632, 9673, 14851, 3215, 10943, 3660, 6055, 3615, 16254, 12984, 11778, 13063, 25724, 10943, 27884, 8978, 16490, 40448, 3660, 34683, 1863, 2304, 10632, 9673, 7435, 39237, 3615], "avg_logprob": -0.288678270871522, "compression_ratio": 1.6507936507936507, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 2829.36, "end": 2830.4, "word": "الارتقاء", "probability": 0.70546875}, {"start": 2830.4, "end": 2830.92, "word": " بالبحث", "probability": 0.9171549479166666}, {"start": 2830.92, "end": 2831.3, "word": " العلمي", "probability": 0.83154296875}, {"start": 2831.3, "end": 2831.96, "word": " ودعمه", "probability": 0.655181884765625}, {"start": 2831.96, "end": 2832.84, "word": " واستثماره", "probability": 0.8002580915178571}, {"start": 2832.84, "end": 2833.06, "word": " في", "probability": 0.95166015625}, {"start": 2833.06, "end": 2834.18, "word": " إنشاء", "probability": 0.8289388020833334}, {"start": 2834.18, "end": 2835.88, "word": " تحقيق", "probability": 0.88671875}, {"start": 2835.88, "end": 2836.38, "word": " التنمية", "probability": 0.792236328125}, {"start": 2836.38, "end": 2836.58, "word": " المستدامة", "probability": 0.76357421875}, {"start": 2836.58, "end": 2844.24, "word": " تعديث", "probability": 0.422119140625}, {"start": 2844.24, "end": 2844.52, "word": " دور", "probability": 0.990478515625}, {"start": 2844.52, "end": 2845.06, "word": " الجامعة", "probability": 0.9930013020833334}, {"start": 2845.06, "end": 2845.26, "word": " في", "probability": 0.9794921875}, {"start": 2845.26, "end": 2845.68, "word": " خدمة", "probability": 0.9881184895833334}, {"start": 2845.68, "end": 2846.2, "word": " وتنمية", "probability": 0.86767578125}, {"start": 2846.2, "end": 2850.42, "word": " المجتمع", "probability": 0.9881591796875}], "temperature": 1.0}, {"id": 113, "seek": 287543, "start": 2850.81, "end": 2875.43, "text": "ضبط ورفع كفاءة الأداء المؤسسي إداريا وتقنيا هنا هي عندها موظفين لازم يكون لها هدف تجاههم هي رفع كفاءة الموظفين الارتقاء بالبيئة الجامعية ومستوى الخدمات مقدم للطلاب و العاملين كون مؤسسة علمية لازم تركز على تطوير الطالب، تطوير الموظف تدعيم علاقات الشراكة والتعاون مع المؤسسات المحلية والإقليمية والدولية", "tokens": [11242, 3555, 9566, 4032, 28480, 3615, 9122, 5172, 16606, 3660, 16247, 3215, 16606, 9673, 33604, 3794, 3794, 1829, 11933, 3215, 9640, 25528, 34683, 4587, 22653, 995, 34105, 39896, 43242, 11296, 3714, 2407, 19913, 5172, 9957, 5296, 31377, 2304, 7251, 30544, 5296, 11296, 8032, 3215, 5172, 6055, 7435, 40294, 16095, 39896, 12602, 5172, 3615, 9122, 5172, 16606, 3660, 9673, 2407, 19913, 5172, 9957, 2423, 9640, 2655, 4587, 16606, 20666, 21292, 19986, 3660, 25724, 10943, 3615, 10632, 4032, 2304, 14851, 2407, 7578, 33962, 40448, 9307, 3714, 28543, 2304, 24976, 9566, 15040, 3555, 4032, 18863, 10943, 1211, 9957, 9122, 11536, 3714, 33604, 3794, 3794, 3660, 11203, 2304, 10632, 5296, 31377, 2304, 6055, 31747, 11622, 15844, 6055, 9566, 2407, 13546, 41950, 6027, 3555, 12399, 6055, 9566, 2407, 13546, 9673, 2407, 19913, 5172, 6055, 3215, 3615, 32640, 11203, 995, 4587, 9307, 25124, 23557, 4117, 3660, 16070, 2655, 3615, 995, 11536, 20449, 9673, 33604, 3794, 3794, 9307, 9673, 5016, 1211, 10632, 16070, 28814, 4587, 20292, 2304, 10632, 16070, 3215, 12610, 10632], "avg_logprob": -0.11370482192520635, "compression_ratio": 2.1511627906976742, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2850.81, "end": 2851.27, "word": "ضبط", "probability": 0.9269205729166666}, {"start": 2851.27, "end": 2851.67, "word": " ورفع", "probability": 0.9798177083333334}, {"start": 2851.67, "end": 2852.19, "word": " كفاءة", "probability": 0.97607421875}, {"start": 2852.19, "end": 2852.61, "word": " الأداء", "probability": 0.9617513020833334}, {"start": 2852.61, "end": 2853.27, "word": " المؤسسي", "probability": 0.98994140625}, {"start": 2853.27, "end": 2853.81, "word": " إداريا", "probability": 0.87158203125}, {"start": 2853.81, "end": 2854.43, "word": " وتقنيا", "probability": 0.772705078125}, {"start": 2854.43, "end": 2854.67, "word": " هنا", "probability": 0.451416015625}, {"start": 2854.67, "end": 2855.07, "word": " هي", "probability": 0.79736328125}, {"start": 2855.07, "end": 2855.45, "word": " عندها", "probability": 0.990478515625}, {"start": 2855.45, "end": 2856.11, "word": " موظفين", "probability": 0.96494140625}, {"start": 2856.11, "end": 2856.45, "word": " لازم", "probability": 0.8694661458333334}, {"start": 2856.45, "end": 2856.65, "word": " يكون", "probability": 0.85009765625}, {"start": 2856.65, "end": 2856.83, "word": " لها", "probability": 0.59112548828125}, {"start": 2856.83, "end": 2857.07, "word": " هدف", "probability": 0.9912109375}, {"start": 2857.07, "end": 2857.63, "word": " تجاههم", "probability": 0.946533203125}, {"start": 2857.63, "end": 2857.87, "word": " هي", "probability": 0.264404296875}, {"start": 2857.87, "end": 2858.21, "word": " رفع", "probability": 0.9148763020833334}, {"start": 2858.21, "end": 2858.67, "word": " كفاءة", "probability": 0.9942626953125}, {"start": 2858.67, "end": 2859.85, "word": " الموظفين", "probability": 0.93203125}, {"start": 2859.85, "end": 2860.73, "word": " الارتقاء", "probability": 0.90400390625}, {"start": 2860.73, "end": 2861.21, "word": " بالبيئة", "probability": 0.9774169921875}, {"start": 2861.21, "end": 2861.81, "word": " الجامعية", "probability": 0.9947509765625}, {"start": 2861.81, "end": 2862.43, "word": " ومستوى", "probability": 0.97529296875}, {"start": 2862.43, "end": 2862.93, "word": " الخدمات", "probability": 0.9708658854166666}, {"start": 2862.93, "end": 2863.45, "word": " مقدم", "probability": 0.8826497395833334}, {"start": 2863.45, "end": 2863.95, "word": " للطلاب", "probability": 0.7940673828125}, {"start": 2863.95, "end": 2864.11, "word": " و", "probability": 0.4892578125}, {"start": 2864.11, "end": 2864.79, "word": " العاملين", "probability": 0.9705810546875}, {"start": 2864.79, "end": 2865.07, "word": " كون", "probability": 0.6798095703125}, {"start": 2865.07, "end": 2865.63, "word": " مؤسسة", "probability": 0.787841796875}, {"start": 2865.63, "end": 2865.99, "word": " علمية", "probability": 0.96044921875}, {"start": 2865.99, "end": 2866.27, "word": " لازم", "probability": 0.9742838541666666}, {"start": 2866.27, "end": 2866.69, "word": " تركز", "probability": 0.760009765625}, {"start": 2866.69, "end": 2866.89, "word": " على", "probability": 0.8974609375}, {"start": 2866.89, "end": 2867.43, "word": " تطوير", "probability": 0.9566650390625}, {"start": 2867.43, "end": 2868.45, "word": " الطالب،", "probability": 0.81939697265625}, {"start": 2868.45, "end": 2868.79, "word": " تطوير", "probability": 0.943115234375}, {"start": 2868.79, "end": 2869.69, "word": " الموظف", "probability": 0.997802734375}, {"start": 2869.69, "end": 2870.41, "word": " تدعيم", "probability": 0.91650390625}, {"start": 2870.41, "end": 2871.01, "word": " علاقات", "probability": 0.9765625}, {"start": 2871.01, "end": 2871.55, "word": " الشراكة", "probability": 0.984130859375}, {"start": 2871.55, "end": 2872.19, "word": " والتعاون", "probability": 0.92333984375}, {"start": 2872.19, "end": 2872.39, "word": " مع", "probability": 0.98828125}, {"start": 2872.39, "end": 2873.09, "word": " المؤسسات", "probability": 0.99599609375}, {"start": 2873.09, "end": 2873.75, "word": " المحلية", "probability": 0.982177734375}, {"start": 2873.75, "end": 2874.69, "word": " والإقليمية", "probability": 0.9108072916666666}, {"start": 2874.69, "end": 2875.43, "word": " والدولية", "probability": 0.93408203125}], "temperature": 1.0}, {"id": 114, "seek": 290165, "start": 2875.99, "end": 2901.65, "text": "لو انت نظرت لتسلسل كتاب غيات الجامعة هتلاقيها بدت من داخل الجامعة اللي هو البرامج التعليمية للبحث العالمي بعدين المجتمع رجعت تاني لو وضعها الإدارة كونها مؤسسة تعليمية و هو البيئة التعليمية بعدين خرجت تاني للبيئة الخارجية اللي هو قبلك حكينا عنه تحليل الإسواق أو دراستة البيئة الداخلية و الخارجية إذا ما غيّعت الجامعة ربطك الداخلي و الخارجي", "tokens": [1211, 2407, 16472, 2655, 8717, 19913, 43500, 5296, 2655, 3794, 1211, 3794, 1211, 9122, 2655, 16758, 32771, 1829, 9307, 25724, 10943, 27884, 8032, 2655, 15040, 38436, 11296, 47525, 2655, 9154, 11778, 47283, 1211, 25724, 10943, 27884, 13672, 1829, 31439, 2423, 26890, 10943, 7435, 16712, 3615, 20292, 2304, 10632, 24976, 3555, 5016, 12984, 18863, 45340, 1829, 39182, 9957, 9673, 7435, 39237, 3615, 12602, 7435, 34268, 6055, 7649, 1829, 45164, 4032, 11242, 3615, 11296, 33688, 3215, 9640, 3660, 9122, 11536, 11296, 3714, 33604, 3794, 3794, 3660, 37279, 20292, 2304, 10632, 4032, 31439, 2423, 21292, 19986, 3660, 16712, 3615, 20292, 2304, 10632, 39182, 9957, 16490, 47341, 2655, 6055, 7649, 1829, 24976, 21292, 19986, 3660, 33962, 9640, 7435, 10632, 13672, 1829, 31439, 12174, 36150, 4117, 11331, 4117, 1829, 8315, 18871, 3224, 6055, 5016, 20292, 1211, 33688, 3794, 14407, 4587, 34051, 11778, 23557, 14851, 3660, 2423, 21292, 19986, 3660, 32748, 47283, 1211, 10632, 4032, 33962, 9640, 7435, 10632, 11933, 15730, 19446, 32771, 1829, 11703, 34268, 25724, 10943, 27884, 12602, 3555, 9566, 4117, 32748, 47283, 20292, 4032, 33962, 9640, 7435, 1829], "avg_logprob": -0.1805752833289179, "compression_ratio": 2.327067669172932, "no_speech_prob": 2.3245811462402344e-06, "words": [{"start": 2875.99, "end": 2876.27, "word": "لو", "probability": 0.99267578125}, {"start": 2876.27, "end": 2876.55, "word": " انت", "probability": 0.621337890625}, {"start": 2876.55, "end": 2876.91, "word": " نظرت", "probability": 0.9742838541666666}, {"start": 2876.91, "end": 2877.63, "word": " لتسلسل", "probability": 0.8188069661458334}, {"start": 2877.63, "end": 2878.13, "word": " كتاب", "probability": 0.9661458333333334}, {"start": 2878.13, "end": 2878.63, "word": " غيات", "probability": 0.63623046875}, {"start": 2878.63, "end": 2879.15, "word": " الجامعة", "probability": 0.9837239583333334}, {"start": 2879.15, "end": 2879.69, "word": " هتلاقيها", "probability": 0.85537109375}, {"start": 2879.69, "end": 2879.97, "word": " بدت", "probability": 0.776611328125}, {"start": 2879.97, "end": 2880.13, "word": " من", "probability": 0.99072265625}, {"start": 2880.13, "end": 2880.51, "word": " داخل", "probability": 0.96923828125}, {"start": 2880.51, "end": 2881.07, "word": " الجامعة", "probability": 0.9881184895833334}, {"start": 2881.07, "end": 2881.57, "word": " اللي", "probability": 0.916015625}, {"start": 2881.57, "end": 2881.71, "word": " هو", "probability": 0.98486328125}, {"start": 2881.71, "end": 2882.17, "word": " البرامج", "probability": 0.78802490234375}, {"start": 2882.17, "end": 2882.63, "word": " التعليمية", "probability": 0.83251953125}, {"start": 2882.63, "end": 2882.89, "word": " للبحث", "probability": 0.60528564453125}, {"start": 2882.89, "end": 2883.33, "word": " العالمي", "probability": 0.761962890625}, {"start": 2883.33, "end": 2884.45, "word": " بعدين", "probability": 0.7069091796875}, {"start": 2884.45, "end": 2885.51, "word": " المجتمع", "probability": 0.944091796875}, {"start": 2885.51, "end": 2886.47, "word": " رجعت", "probability": 0.9775390625}, {"start": 2886.47, "end": 2887.19, "word": " تاني", "probability": 0.9534505208333334}, {"start": 2887.19, "end": 2887.65, "word": " لو", "probability": 0.79931640625}, {"start": 2887.65, "end": 2887.99, "word": " وضعها", "probability": 0.8009033203125}, {"start": 2887.99, "end": 2888.47, "word": " الإدارة", "probability": 0.9522705078125}, {"start": 2888.47, "end": 2888.75, "word": " كونها", "probability": 0.9060872395833334}, {"start": 2888.75, "end": 2889.41, "word": " مؤسسة", "probability": 0.996484375}, {"start": 2889.41, "end": 2890.19, "word": " تعليمية", "probability": 0.98291015625}, {"start": 2890.19, "end": 2890.55, "word": " و", "probability": 0.71142578125}, {"start": 2890.55, "end": 2890.99, "word": " هو", "probability": 0.352294921875}, {"start": 2890.99, "end": 2891.27, "word": " البيئة", "probability": 0.9405517578125}, {"start": 2891.27, "end": 2891.55, "word": " التعليمية", "probability": 0.831591796875}, {"start": 2891.55, "end": 2891.81, "word": " بعدين", "probability": 0.7064208984375}, {"start": 2891.81, "end": 2892.47, "word": " خرجت", "probability": 0.9571940104166666}, {"start": 2892.47, "end": 2892.95, "word": " تاني", "probability": 0.9905598958333334}, {"start": 2892.95, "end": 2893.33, "word": " للبيئة", "probability": 0.942138671875}, {"start": 2893.33, "end": 2894.47, "word": " الخارجية", "probability": 0.9974365234375}, {"start": 2894.47, "end": 2894.63, "word": " اللي", "probability": 0.96044921875}, {"start": 2894.63, "end": 2894.71, "word": " هو", "probability": 0.97900390625}, {"start": 2894.71, "end": 2895.03, "word": " قبلك", "probability": 0.8623046875}, {"start": 2895.03, "end": 2895.33, "word": " حكينا", "probability": 0.8570556640625}, {"start": 2895.33, "end": 2895.55, "word": " عنه", "probability": 0.9697265625}, {"start": 2895.55, "end": 2895.91, "word": " تحليل", "probability": 0.970947265625}, {"start": 2895.91, "end": 2896.31, "word": " الإسواق", "probability": 0.6580810546875}, {"start": 2896.31, "end": 2896.53, "word": " أو", "probability": 0.85546875}, {"start": 2896.53, "end": 2897.05, "word": " دراستة", "probability": 0.751708984375}, {"start": 2897.05, "end": 2897.39, "word": " البيئة", "probability": 0.9639892578125}, {"start": 2897.39, "end": 2897.85, "word": " الداخلية", "probability": 0.9613037109375}, {"start": 2897.85, "end": 2897.91, "word": " و", "probability": 0.67138671875}, {"start": 2897.91, "end": 2898.45, "word": " الخارجية", "probability": 0.98193359375}, {"start": 2898.45, "end": 2898.87, "word": " إذا", "probability": 0.59271240234375}, {"start": 2898.87, "end": 2898.99, "word": " ما", "probability": 0.54345703125}, {"start": 2898.99, "end": 2899.33, "word": " غيّعت", "probability": 0.7445068359375}, {"start": 2899.33, "end": 2899.71, "word": " الجامعة", "probability": 0.9871419270833334}, {"start": 2899.71, "end": 2900.29, "word": " ربطك", "probability": 0.63232421875}, {"start": 2900.29, "end": 2900.99, "word": " الداخلي", "probability": 0.8798828125}, {"start": 2900.99, "end": 2901.11, "word": " و", "probability": 0.74267578125}, {"start": 2901.11, "end": 2901.65, "word": " الخارجي", "probability": 0.984375}], "temperature": 1.0}, {"id": 115, "seek": 292034, "start": 2908.4, "end": 2920.34, "text": "اني جيان لتحليل سوات .. سوات .. سوات .. سوات يعني .. سوات .. أصل اسمها إيش تاني؟ بتقول سوات ولا إيش؟ لأ سوات", "tokens": [7649, 1829, 10874, 1829, 7649, 5296, 2655, 5016, 20292, 1211, 8608, 2407, 9307, 4386, 8608, 2407, 9307, 4386, 8608, 2407, 9307, 4386, 8608, 2407, 9307, 37495, 22653, 4386, 8608, 2407, 9307, 4386, 5551, 36520, 24525, 2304, 11296, 11933, 1829, 8592, 6055, 7649, 1829, 22807, 39894, 39648, 8608, 2407, 9307, 49429, 11933, 1829, 8592, 22807, 5296, 10721, 8608, 2407, 9307], "avg_logprob": -0.32630207389593124, "compression_ratio": 1.811881188118812, "no_speech_prob": 0.0, "words": [{"start": 2908.4, "end": 2908.72, "word": "اني", "probability": 0.39031982421875}, {"start": 2908.72, "end": 2909.04, "word": " جيان", "probability": 0.7137858072916666}, {"start": 2909.04, "end": 2909.66, "word": " لتحليل", "probability": 0.95703125}, {"start": 2909.66, "end": 2910.14, "word": " سوات", "probability": 0.5021565755208334}, {"start": 2910.14, "end": 2910.64, "word": " ..", "probability": 0.53125}, {"start": 2910.64, "end": 2911.1, "word": " سوات", "probability": 0.7438151041666666}, {"start": 2911.1, "end": 2911.32, "word": " ..", "probability": 0.5849609375}, {"start": 2911.32, "end": 2912.72, "word": " سوات", "probability": 0.8331705729166666}, {"start": 2912.72, "end": 2913.44, "word": " ..", "probability": 0.53173828125}, {"start": 2913.44, "end": 2914.64, "word": " سوات", "probability": 0.841796875}, {"start": 2914.64, "end": 2914.92, "word": " يعني", "probability": 0.91162109375}, {"start": 2914.92, "end": 2915.22, "word": " ..", "probability": 0.37841796875}, {"start": 2915.22, "end": 2915.7, "word": " سوات", "probability": 0.7604166666666666}, {"start": 2915.7, "end": 2915.98, "word": " ..", "probability": 0.5048828125}, {"start": 2915.98, "end": 2916.18, "word": " أصل", "probability": 0.4871826171875}, {"start": 2916.18, "end": 2916.58, "word": " اسمها", "probability": 0.9091796875}, {"start": 2916.58, "end": 2916.76, "word": " إيش", "probability": 0.74462890625}, {"start": 2916.76, "end": 2917.86, "word": " تاني؟", "probability": 0.7144775390625}, {"start": 2917.86, "end": 2918.48, "word": " بتقول", "probability": 0.953369140625}, {"start": 2918.48, "end": 2918.9, "word": " سوات", "probability": 0.7400716145833334}, {"start": 2918.9, "end": 2919.12, "word": " ولا", "probability": 0.6689453125}, {"start": 2919.12, "end": 2919.58, "word": " إيش؟", "probability": 0.948486328125}, {"start": 2919.58, "end": 2919.82, "word": " لأ", "probability": 0.897705078125}, {"start": 2919.82, "end": 2920.34, "word": " سوات", "probability": 0.8821614583333334}], "temperature": 1.0}, {"id": 116, "seek": 295232, "start": 2923.42, "end": 2952.32, "text": "أول شيء اللي هو تحليل البيئة الداخلية تحليل البيئة الداخلية اللي احنا حكينا فيه احنا بندرس نقاط القوة عندك وبشوف وين نقاط الضعف الموجودة في داخل المنظمة أو المؤسسة لو وجهنا سؤال لأخت خلود ما هي نقاط القوة عندك يا عزيزي في الشخصية طبعا احنا لما ندرس دورات تدريبية في التقنية الستراتيجية بندرسه على الإنسان نفسه يقعد مع نفسه يطلع نقاط قوت و نقاط ضعف هو بينه وبين نفسه", "tokens": [10721, 12610, 44049, 38207, 13672, 1829, 31439, 6055, 5016, 20292, 1211, 2423, 21292, 19986, 3660, 32748, 47283, 1211, 10632, 6055, 5016, 20292, 1211, 2423, 21292, 19986, 3660, 32748, 47283, 1211, 10632, 13672, 1829, 1975, 5016, 8315, 11331, 4117, 1829, 8315, 8978, 3224, 1975, 5016, 8315, 44945, 3215, 2288, 3794, 8717, 4587, 41193, 25062, 2407, 3660, 43242, 4117, 46599, 8592, 38688, 4032, 9957, 8717, 4587, 41193, 6024, 114, 3615, 5172, 9673, 29245, 23328, 3660, 8978, 11778, 47283, 1211, 9673, 1863, 19913, 46007, 34051, 9673, 33604, 3794, 3794, 3660, 45164, 49610, 3224, 8315, 8608, 33604, 6027, 5296, 10721, 46456, 16490, 1211, 23328, 19446, 39896, 8717, 4587, 41193, 25062, 2407, 3660, 43242, 4117, 35186, 6225, 11622, 1829, 11622, 1829, 8978, 25124, 9778, 9381, 10632, 23032, 3555, 3615, 995, 1975, 5016, 8315, 5296, 15042, 8717, 3215, 2288, 3794, 11778, 13063, 9307, 6055, 3215, 16572, 3555, 10632, 8978, 16712, 4587, 1863, 10632, 2423, 14851, 2288, 9307, 1829, 7435, 10632, 44945, 3215, 2288, 3794, 3224, 15844, 33688, 1863, 3794, 7649, 8717, 36178, 3224, 7251, 4587, 22488, 20449, 8717, 36178, 3224, 7251, 9566, 1211, 3615, 8717, 4587, 41193, 12174, 35473, 4032, 8717, 4587, 41193, 48812, 3615, 5172, 31439, 49374, 3224, 46599, 9957, 8717, 36178, 3224], "avg_logprob": -0.14926193811785635, "compression_ratio": 2.3146853146853146, "no_speech_prob": 0.0, "words": [{"start": 2923.42, "end": 2924.14, "word": "أول", "probability": 0.799560546875}, {"start": 2924.14, "end": 2924.5, "word": " شيء", "probability": 0.68505859375}, {"start": 2924.5, "end": 2924.62, "word": " اللي", "probability": 0.72998046875}, {"start": 2924.62, "end": 2924.8, "word": " هو", "probability": 0.947265625}, {"start": 2924.8, "end": 2925.3, "word": " تحليل", "probability": 0.98486328125}, {"start": 2925.3, "end": 2925.74, "word": " البيئة", "probability": 0.966552734375}, {"start": 2925.74, "end": 2926.82, "word": " الداخلية", "probability": 0.97509765625}, {"start": 2926.82, "end": 2927.22, "word": " تحليل", "probability": 0.8338623046875}, {"start": 2927.22, "end": 2927.48, "word": " البيئة", "probability": 0.9859619140625}, {"start": 2927.48, "end": 2928.02, "word": " الداخلية", "probability": 0.9910888671875}, {"start": 2928.02, "end": 2928.16, "word": " اللي", "probability": 0.939453125}, {"start": 2928.16, "end": 2928.32, "word": " احنا", "probability": 0.787841796875}, {"start": 2928.32, "end": 2928.66, "word": " حكينا", "probability": 0.9713134765625}, {"start": 2928.66, "end": 2929.0, "word": " فيه", "probability": 0.98486328125}, {"start": 2929.0, "end": 2929.24, "word": " احنا", "probability": 0.8642578125}, {"start": 2929.24, "end": 2929.7, "word": " بندرس", "probability": 0.941162109375}, {"start": 2929.7, "end": 2930.06, "word": " نقاط", "probability": 0.9479166666666666}, {"start": 2930.06, "end": 2930.5, "word": " القوة", "probability": 0.9830729166666666}, {"start": 2930.5, "end": 2930.9, "word": " عندك", "probability": 0.590576171875}, {"start": 2930.9, "end": 2931.42, "word": " وبشوف", "probability": 0.8528645833333334}, {"start": 2931.42, "end": 2931.66, "word": " وين", "probability": 0.82958984375}, {"start": 2931.66, "end": 2932.1, "word": " نقاط", "probability": 0.9723307291666666}, {"start": 2932.1, "end": 2932.68, "word": " الضعف", "probability": 0.937255859375}, {"start": 2932.68, "end": 2933.62, "word": " الموجودة", "probability": 0.9071044921875}, {"start": 2933.62, "end": 2933.84, "word": " في", "probability": 0.79833984375}, {"start": 2933.84, "end": 2934.52, "word": " داخل", "probability": 0.9552408854166666}, {"start": 2934.52, "end": 2935.24, "word": " المنظمة", "probability": 0.9915771484375}, {"start": 2935.24, "end": 2935.46, "word": " أو", "probability": 0.77001953125}, {"start": 2935.46, "end": 2936.08, "word": " المؤسسة", "probability": 0.96455078125}, {"start": 2936.08, "end": 2936.24, "word": " لو", "probability": 0.406005859375}, {"start": 2936.24, "end": 2936.7, "word": " وجهنا", "probability": 0.8704427083333334}, {"start": 2936.7, "end": 2937.16, "word": " سؤال", "probability": 0.994140625}, {"start": 2937.16, "end": 2937.82, "word": " لأخت", "probability": 0.6875}, {"start": 2937.82, "end": 2938.3, "word": " خلود", "probability": 0.86767578125}, {"start": 2938.3, "end": 2938.5, "word": " ما", "probability": 0.66796875}, {"start": 2938.5, "end": 2938.62, "word": " هي", "probability": 0.85791015625}, {"start": 2938.62, "end": 2938.88, "word": " نقاط", "probability": 0.9689127604166666}, {"start": 2938.88, "end": 2939.2, "word": " القوة", "probability": 0.9969075520833334}, {"start": 2939.2, "end": 2939.52, "word": " عندك", "probability": 0.991943359375}, {"start": 2939.52, "end": 2939.64, "word": " يا", "probability": 0.96435546875}, {"start": 2939.64, "end": 2939.84, "word": " عزيزي", "probability": 0.75146484375}, {"start": 2939.84, "end": 2940.46, "word": " في", "probability": 0.408203125}, {"start": 2940.46, "end": 2941.44, "word": " الشخصية", "probability": 0.98388671875}, {"start": 2941.44, "end": 2943.0, "word": " طبعا", "probability": 0.82757568359375}, {"start": 2943.0, "end": 2943.2, "word": " احنا", "probability": 0.9036458333333334}, {"start": 2943.2, "end": 2943.4, "word": " لما", "probability": 0.9765625}, {"start": 2943.4, "end": 2943.96, "word": " ندرس", "probability": 0.9866943359375}, {"start": 2943.96, "end": 2944.42, "word": " دورات", "probability": 0.98876953125}, {"start": 2944.42, "end": 2944.86, "word": " تدريبية", "probability": 0.834765625}, {"start": 2944.86, "end": 2945.0, "word": " في", "probability": 0.8427734375}, {"start": 2945.0, "end": 2945.28, "word": " التقنية", "probability": 0.6685791015625}, {"start": 2945.28, "end": 2945.92, "word": " الستراتيجية", "probability": 0.8187779017857143}, {"start": 2945.92, "end": 2946.92, "word": " بندرسه", "probability": 0.79833984375}, {"start": 2946.92, "end": 2947.02, "word": " على", "probability": 0.5185546875}, {"start": 2947.02, "end": 2947.38, "word": " الإنسان", "probability": 0.9656982421875}, {"start": 2947.38, "end": 2948.26, "word": " نفسه", "probability": 0.9967447916666666}, {"start": 2948.26, "end": 2948.7, "word": " يقعد", "probability": 0.8513997395833334}, {"start": 2948.7, "end": 2948.9, "word": " مع", "probability": 0.98291015625}, {"start": 2948.9, "end": 2949.18, "word": " نفسه", "probability": 0.9986979166666666}, {"start": 2949.18, "end": 2949.64, "word": " يطلع", "probability": 0.8592529296875}, {"start": 2949.64, "end": 2949.98, "word": " نقاط", "probability": 0.9597981770833334}, {"start": 2949.98, "end": 2950.28, "word": " قوت", "probability": 0.805419921875}, {"start": 2950.28, "end": 2950.4, "word": " و", "probability": 0.9599609375}, {"start": 2950.4, "end": 2950.62, "word": " نقاط", "probability": 0.81396484375}, {"start": 2950.62, "end": 2951.1, "word": " ضعف", "probability": 0.9920247395833334}, {"start": 2951.1, "end": 2951.56, "word": " هو", "probability": 0.9765625}, {"start": 2951.56, "end": 2951.84, "word": " بينه", "probability": 0.855712890625}, {"start": 2951.84, "end": 2952.02, "word": " وبين", "probability": 0.808837890625}, {"start": 2952.02, "end": 2952.32, "word": " نفسه", "probability": 0.98828125}], "temperature": 1.0}, {"id": 117, "seek": 298043, "start": 2953.29, "end": 2980.43, "text": "اعتماد على نفسي بس انت على هي مش مشكلة اتفق من نفس اعتماد على .. ماتموتش على غيري لازم احفظ على غيري اعتماد على ده؟ اه اعتماد على ده يعني حرية رأي ابدل رأي حتى لو كان انا تنقل افضل يعني ماكنتش ان انا مثلا غيري ابدل رأي ولا افضل لأ برضه قرأي كلها حرية رأي يعني انت بتلقى قنيشة اه انا دليل شخصية قيادية تابع ولا مكبورة؟ لا ماكنتش مرتبة على حد", "tokens": [995, 34268, 15042, 3215, 15844, 8717, 36178, 1829, 4724, 3794, 16472, 2655, 15844, 39896, 37893, 37893, 28820, 3660, 1975, 2655, 5172, 4587, 9154, 8717, 36178, 1975, 34268, 15042, 3215, 15844, 4386, 3714, 9307, 2304, 35473, 8592, 15844, 32771, 13546, 1829, 5296, 31377, 2304, 1975, 5016, 5172, 19913, 15844, 32771, 13546, 1829, 1975, 34268, 15042, 3215, 15844, 11778, 3224, 22807, 1975, 3224, 1975, 34268, 15042, 3215, 15844, 11778, 3224, 37495, 22653, 11331, 2288, 10632, 12602, 10721, 1829, 1975, 44510, 1211, 12602, 10721, 1829, 11331, 49975, 45164, 25961, 1975, 8315, 6055, 1863, 4587, 1211, 1975, 5172, 11242, 1211, 37495, 22653, 19446, 19452, 2655, 8592, 16472, 1975, 8315, 50113, 15040, 32771, 13546, 1829, 1975, 44510, 1211, 12602, 10721, 1829, 49429, 1975, 5172, 11242, 1211, 5296, 10721, 4724, 43042, 3224, 12174, 2288, 10721, 1829, 28242, 11296, 11331, 2288, 10632, 12602, 10721, 1829, 37495, 22653, 16472, 2655, 39894, 1211, 4587, 7578, 12174, 22653, 8592, 3660, 1975, 3224, 1975, 8315, 11778, 20292, 1211, 13412, 9778, 9381, 10632, 12174, 1829, 18513, 10632, 6055, 16758, 3615, 49429, 3714, 4117, 3555, 13063, 3660, 22807, 20193, 19446, 19452, 2655, 8592, 3714, 43500, 49401, 15844, 11331, 3215], "avg_logprob": -0.3783422408894422, "compression_ratio": 2.269662921348315, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 2953.29, "end": 2953.59, "word": "اعتماد", "probability": 0.712554931640625}, {"start": 2953.59, "end": 2953.75, "word": " على", "probability": 0.83837890625}, {"start": 2953.75, "end": 2954.13, "word": " نفسي", "probability": 0.9361979166666666}, {"start": 2954.13, "end": 2954.33, "word": " بس", "probability": 0.690185546875}, {"start": 2954.33, "end": 2954.55, "word": " انت", "probability": 0.651611328125}, {"start": 2954.55, "end": 2954.75, "word": " على", "probability": 0.51416015625}, {"start": 2954.75, "end": 2954.89, "word": " هي", "probability": 0.376708984375}, {"start": 2954.89, "end": 2955.13, "word": " مش", "probability": 0.56396484375}, {"start": 2955.13, "end": 2955.67, "word": " مشكلة", "probability": 0.9466145833333334}, {"start": 2955.67, "end": 2956.15, "word": " اتفق", "probability": 0.6005859375}, {"start": 2956.15, "end": 2956.33, "word": " من", "probability": 0.82763671875}, {"start": 2956.33, "end": 2956.67, "word": " نفس", "probability": 0.996337890625}, {"start": 2956.67, "end": 2957.11, "word": " اعتماد", "probability": 0.847900390625}, {"start": 2957.11, "end": 2957.33, "word": " على", "probability": 0.93994140625}, {"start": 2957.33, "end": 2958.07, "word": " ..", "probability": 0.69140625}, {"start": 2958.07, "end": 2958.61, "word": " ماتموتش", "probability": 0.5696533203125}, {"start": 2958.61, "end": 2958.75, "word": " على", "probability": 0.78369140625}, {"start": 2958.75, "end": 2959.13, "word": " غيري", "probability": 0.93798828125}, {"start": 2959.13, "end": 2959.53, "word": " لازم", "probability": 0.8052571614583334}, {"start": 2959.53, "end": 2959.85, "word": " احفظ", "probability": 0.54962158203125}, {"start": 2959.85, "end": 2959.91, "word": " على", "probability": 0.58984375}, {"start": 2959.91, "end": 2959.91, "word": " غيري", "probability": 0.6902669270833334}, {"start": 2959.91, "end": 2960.25, "word": " اعتماد", "probability": 0.6917724609375}, {"start": 2960.25, "end": 2960.37, "word": " على", "probability": 0.8994140625}, {"start": 2960.37, "end": 2960.99, "word": " ده؟", "probability": 0.4303385416666667}, {"start": 2960.99, "end": 2961.13, "word": " اه", "probability": 0.6259765625}, {"start": 2961.13, "end": 2961.43, "word": " اعتماد", "probability": 0.886962890625}, {"start": 2961.43, "end": 2961.57, "word": " على", "probability": 0.95263671875}, {"start": 2961.57, "end": 2962.51, "word": " ده", "probability": 0.97265625}, {"start": 2962.51, "end": 2963.73, "word": " يعني", "probability": 0.53759765625}, {"start": 2963.73, "end": 2964.11, "word": " حرية", "probability": 0.8795572916666666}, {"start": 2964.11, "end": 2964.33, "word": " رأي", "probability": 0.72900390625}, {"start": 2964.33, "end": 2964.57, "word": " ابدل", "probability": 0.5323079427083334}, {"start": 2964.57, "end": 2964.75, "word": " رأي", "probability": 0.98681640625}, {"start": 2964.75, "end": 2965.03, "word": " حتى", "probability": 0.82373046875}, {"start": 2965.03, "end": 2965.15, "word": " لو", "probability": 0.99365234375}, {"start": 2965.15, "end": 2965.35, "word": " كان", "probability": 0.94921875}, {"start": 2965.35, "end": 2965.47, "word": " انا", "probability": 0.5096435546875}, {"start": 2965.47, "end": 2965.75, "word": " تنقل", "probability": 0.623504638671875}, {"start": 2965.75, "end": 2966.13, "word": " افضل", "probability": 0.576202392578125}, {"start": 2966.13, "end": 2966.29, "word": " يعني", "probability": 0.8427734375}, {"start": 2966.29, "end": 2967.45, "word": " ماكنتش", "probability": 0.655303955078125}, {"start": 2967.45, "end": 2967.59, "word": " ان", "probability": 0.65673828125}, {"start": 2967.59, "end": 2967.77, "word": " انا", "probability": 0.982421875}, {"start": 2967.77, "end": 2967.99, "word": " مثلا", "probability": 0.98583984375}, {"start": 2967.99, "end": 2968.31, "word": " غيري", "probability": 0.9306640625}, {"start": 2968.31, "end": 2968.57, "word": " ابدل", "probability": 0.8624674479166666}, {"start": 2968.57, "end": 2968.67, "word": " رأي", "probability": 0.9607747395833334}, {"start": 2968.67, "end": 2968.83, "word": " ولا", "probability": 0.72216796875}, {"start": 2968.83, "end": 2969.13, "word": " افضل", "probability": 0.88671875}, {"start": 2969.13, "end": 2969.39, "word": " لأ", "probability": 0.91259765625}, {"start": 2969.39, "end": 2969.73, "word": " برضه", "probability": 0.9259440104166666}, {"start": 2969.73, "end": 2969.91, "word": " قرأي", "probability": 0.49127197265625}, {"start": 2969.91, "end": 2970.33, "word": " كلها", "probability": 0.56878662109375}, {"start": 2970.33, "end": 2970.65, "word": " حرية", "probability": 0.8518880208333334}, {"start": 2970.65, "end": 2970.95, "word": " رأي", "probability": 0.9842122395833334}, {"start": 2970.95, "end": 2971.35, "word": " يعني", "probability": 0.939453125}, {"start": 2971.35, "end": 2971.47, "word": " انت", "probability": 0.846923828125}, {"start": 2971.47, "end": 2971.75, "word": " بتلقى", "probability": 0.805419921875}, {"start": 2971.75, "end": 2972.59, "word": " قنيشة", "probability": 0.656524658203125}, {"start": 2972.59, "end": 2972.75, "word": " اه", "probability": 0.22198486328125}, {"start": 2972.75, "end": 2973.07, "word": " انا", "probability": 0.370361328125}, {"start": 2973.07, "end": 2973.33, "word": " دليل", "probability": 0.751953125}, {"start": 2973.33, "end": 2973.65, "word": " شخصية", "probability": 0.9945068359375}, {"start": 2973.65, "end": 2974.25, "word": " قيادية", "probability": 0.8885498046875}, {"start": 2974.25, "end": 2976.07, "word": " تابع", "probability": 0.74853515625}, {"start": 2976.07, "end": 2976.19, "word": " ولا", "probability": 0.927734375}, {"start": 2976.19, "end": 2977.89, "word": " مكبورة؟", "probability": 0.66400146484375}, {"start": 2977.89, "end": 2978.27, "word": " لا", "probability": 0.3447265625}, {"start": 2978.27, "end": 2979.79, "word": " ماكنتش", "probability": 0.71331787109375}, {"start": 2979.79, "end": 2980.07, "word": " مرتبة", "probability": 0.8888346354166666}, {"start": 2980.07, "end": 2980.21, "word": " على", "probability": 0.833984375}, {"start": 2980.21, "end": 2980.43, "word": " حد", "probability": 0.908203125}], "temperature": 1.0}, {"id": 118, "seek": 300948, "start": 2980.88, "end": 3009.48, "text": "لأ تابع معناها المطوعة الماشية و أنتي ماشية وراك مطوعة يعني قاعد، قاعد، ممتازة إسلام إيش نقطة القوة عندك؟ متصرف مع نفسي ليش بيبقوا مشاكل اللي سمح الله؟ ماشية، اتصالة، أهلا بيك إسلام فيه من الذات يعني، فيه من النفس؟ أتابع مع نفسي إسلام جاهزة الإجابة على فكرة، على طول، فيه فكرة من نفس ووسطة من نفسي، ثقة من نفس ومطوعة، مش تابع", "tokens": [1211, 10721, 6055, 16758, 3615, 20449, 8315, 11296, 9673, 9566, 2407, 27884, 9673, 33599, 10632, 4032, 14739, 31371, 3714, 33599, 10632, 4032, 23557, 4117, 3714, 9566, 2407, 27884, 37495, 22653, 12174, 995, 22488, 12399, 12174, 995, 22488, 12399, 3714, 2304, 2655, 31377, 3660, 11933, 3794, 37440, 11933, 1829, 8592, 8717, 47432, 3660, 25062, 2407, 3660, 43242, 4117, 22807, 44650, 9381, 28480, 20449, 8717, 36178, 1829, 32239, 8592, 4724, 1829, 3555, 4587, 14407, 37893, 995, 28820, 13672, 1829, 8608, 2304, 5016, 21984, 22807, 3714, 33599, 10632, 12399, 1975, 2655, 9381, 6027, 3660, 12399, 5551, 3224, 15040, 4724, 1829, 4117, 11933, 3794, 37440, 8978, 3224, 9154, 32545, 9307, 37495, 22653, 12399, 8978, 3224, 9154, 28239, 36178, 22807, 5551, 2655, 16758, 3615, 20449, 8717, 36178, 1829, 11933, 3794, 37440, 10874, 40294, 11622, 3660, 33688, 7435, 16758, 3660, 15844, 6156, 4117, 25720, 12399, 15844, 23032, 12610, 12399, 8978, 3224, 6156, 4117, 25720, 9154, 8717, 36178, 4032, 41779, 9566, 3660, 9154, 8717, 36178, 1829, 12399, 38637, 28671, 9154, 8717, 36178, 4032, 2304, 9566, 2407, 27884, 12399, 37893, 6055, 16758, 3615], "avg_logprob": -0.40447444401004096, "compression_ratio": 2.2879377431906613, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2980.88, "end": 2981.2, "word": "لأ", "probability": 0.80615234375}, {"start": 2981.2, "end": 2981.6, "word": " تابع", "probability": 0.9212239583333334}, {"start": 2981.6, "end": 2981.94, "word": " معناها", "probability": 0.84765625}, {"start": 2981.94, "end": 2982.34, "word": " المطوعة", "probability": 0.3813934326171875}, {"start": 2982.34, "end": 2982.76, "word": " الماشية", "probability": 0.74462890625}, {"start": 2982.76, "end": 2983.58, "word": " و", "probability": 0.356689453125}, {"start": 2983.58, "end": 2983.76, "word": " أنتي", "probability": 0.4368896484375}, {"start": 2983.76, "end": 2984.02, "word": " ماشية", "probability": 0.9567057291666666}, {"start": 2984.02, "end": 2984.66, "word": " وراك", "probability": 0.93212890625}, {"start": 2984.66, "end": 2985.14, "word": " مطوعة", "probability": 0.589263916015625}, {"start": 2985.14, "end": 2985.38, "word": " يعني", "probability": 0.7166748046875}, {"start": 2985.38, "end": 2987.24, "word": " قاعد،", "probability": 0.60247802734375}, {"start": 2987.24, "end": 2987.8, "word": " قاعد،", "probability": 0.709716796875}, {"start": 2987.8, "end": 2988.86, "word": " ممتازة", "probability": 0.8287109375}, {"start": 2988.86, "end": 2989.16, "word": " إسلام", "probability": 0.6974283854166666}, {"start": 2989.16, "end": 2989.38, "word": " إيش", "probability": 0.82763671875}, {"start": 2989.38, "end": 2989.64, "word": " نقطة", "probability": 0.8836263020833334}, {"start": 2989.64, "end": 2989.9, "word": " القوة", "probability": 0.9781901041666666}, {"start": 2989.9, "end": 2991.16, "word": " عندك؟", "probability": 0.8994140625}, {"start": 2991.16, "end": 2991.66, "word": " متصرف", "probability": 0.643310546875}, {"start": 2991.66, "end": 2991.86, "word": " مع", "probability": 0.85595703125}, {"start": 2991.86, "end": 2992.44, "word": " نفسي", "probability": 0.9842122395833334}, {"start": 2992.44, "end": 2993.08, "word": " ليش", "probability": 0.687744140625}, {"start": 2993.08, "end": 2993.34, "word": " بيبقوا", "probability": 0.683837890625}, {"start": 2993.34, "end": 2993.74, "word": " مشاكل", "probability": 0.982421875}, {"start": 2993.74, "end": 2993.82, "word": " اللي", "probability": 0.65234375}, {"start": 2993.82, "end": 2994.04, "word": " سمح", "probability": 0.422607421875}, {"start": 2994.04, "end": 2995.58, "word": " الله؟", "probability": 0.736083984375}, {"start": 2995.58, "end": 2996.02, "word": " ماشية،", "probability": 0.614013671875}, {"start": 2996.02, "end": 2996.4, "word": " اتصالة،", "probability": 0.6965738932291666}, {"start": 2996.4, "end": 2996.58, "word": " أهلا", "probability": 0.22878011067708334}, {"start": 2996.58, "end": 2996.7, "word": " بيك", "probability": 0.7215169270833334}, {"start": 2996.7, "end": 2996.86, "word": " إسلام", "probability": 0.6709798177083334}, {"start": 2996.86, "end": 2997.04, "word": " فيه", "probability": 0.40594482421875}, {"start": 2997.04, "end": 2997.16, "word": " من", "probability": 0.97021484375}, {"start": 2997.16, "end": 2997.48, "word": " الذات", "probability": 0.669921875}, {"start": 2997.48, "end": 2997.84, "word": " يعني،", "probability": 0.7955729166666666}, {"start": 2997.84, "end": 2998.02, "word": " فيه", "probability": 0.956787109375}, {"start": 2998.02, "end": 2998.1, "word": " من", "probability": 0.99365234375}, {"start": 2998.1, "end": 2998.96, "word": " النفس؟", "probability": 0.7306315104166666}, {"start": 2998.96, "end": 2999.74, "word": " أتابع", "probability": 0.55914306640625}, {"start": 2999.74, "end": 3000.88, "word": " مع", "probability": 0.94775390625}, {"start": 3000.88, "end": 3001.52, "word": " نفسي", "probability": 0.9947916666666666}, {"start": 3001.52, "end": 3001.76, "word": " إسلام", "probability": 0.86962890625}, {"start": 3001.76, "end": 3002.08, "word": " جاهزة", "probability": 0.82958984375}, {"start": 3002.08, "end": 3002.46, "word": " الإجابة", "probability": 0.85455322265625}, {"start": 3002.46, "end": 3002.62, "word": " على", "probability": 0.09619140625}, {"start": 3002.62, "end": 3002.76, "word": " فكرة،", "probability": 0.70599365234375}, {"start": 3002.76, "end": 3002.84, "word": " على", "probability": 0.1390380859375}, {"start": 3002.84, "end": 3003.34, "word": " طول،", "probability": 0.81201171875}, {"start": 3003.34, "end": 3003.5, "word": " فيه", "probability": 0.64697265625}, {"start": 3003.5, "end": 3003.94, "word": " فكرة", "probability": 0.5048421223958334}, {"start": 3003.94, "end": 3004.06, "word": " من", "probability": 0.88330078125}, {"start": 3004.06, "end": 3004.3, "word": " نفس", "probability": 0.890625}, {"start": 3004.3, "end": 3005.08, "word": " ووسطة", "probability": 0.594970703125}, {"start": 3005.08, "end": 3005.26, "word": " من", "probability": 0.9873046875}, {"start": 3005.26, "end": 3005.66, "word": " نفسي،", "probability": 0.8984375}, {"start": 3005.66, "end": 3005.82, "word": " ثقة", "probability": 0.84375}, {"start": 3005.82, "end": 3005.96, "word": " من", "probability": 0.994140625}, {"start": 3005.96, "end": 3006.3, "word": " نفس", "probability": 0.993896484375}, {"start": 3006.3, "end": 3008.74, "word": " ومطوعة،", "probability": 0.7805989583333334}, {"start": 3008.74, "end": 3009.02, "word": " مش", "probability": 0.9599609375}, {"start": 3009.02, "end": 3009.48, "word": " تابع", "probability": 0.9334309895833334}], "temperature": 1.0}, {"id": 119, "seek": 304001, "start": 3011.09, "end": 3040.01, "text": "ممتاز انا نفسك لا؟ طريقة مفيش جديد؟ عندك استقلالية في رأيك؟ لا ولا ماتكونيش يعني اش ما سمعتى بالصدمى لا انا .. ديلي رأيك بتاعةك يعني .. هل يليك رأي مستقل بتدافع عنه ممكن تقنعينا فيه؟ اه صحيح عندك قوله عليك نعم؟ اه عندك قوله عليك نعم انا بذكر لما شرحت كنت ممتازة اه هو انا بتأثيرك في الحالة ان شاء الله ماشي يعنى سميرة؟", "tokens": [2304, 2304, 2655, 31377, 1975, 8315, 8717, 36178, 4117, 20193, 22807, 23032, 16572, 28671, 3714, 41185, 8592, 10874, 16254, 3215, 22807, 43242, 4117, 44713, 4587, 1211, 6027, 10632, 8978, 12602, 10721, 1829, 4117, 22807, 20193, 49429, 3714, 9307, 4117, 11536, 1829, 8592, 37495, 22653, 1975, 8592, 19446, 8608, 2304, 34268, 7578, 20666, 9381, 3215, 2304, 7578, 20193, 1975, 8315, 4386, 11778, 1829, 20292, 12602, 10721, 1829, 4117, 39894, 995, 27884, 4117, 37495, 22653, 4386, 8032, 1211, 7251, 20292, 4117, 12602, 10721, 1829, 3714, 14851, 4587, 1211, 39894, 28259, 5172, 3615, 18871, 3224, 3714, 43020, 6055, 4587, 1863, 3615, 1829, 8315, 8978, 3224, 22807, 1975, 3224, 20328, 5016, 1829, 5016, 6225, 41260, 4117, 12174, 12610, 3224, 25894, 4117, 8717, 25957, 22807, 1975, 3224, 43242, 4117, 12174, 12610, 3224, 25894, 4117, 8717, 25957, 1975, 8315, 4724, 8848, 37983, 5296, 15042, 13412, 2288, 33753, 9122, 29399, 3714, 2304, 2655, 31377, 3660, 1975, 3224, 31439, 1975, 8315, 39894, 10721, 12984, 13546, 4117, 8978, 21542, 6027, 3660, 16472, 13412, 16606, 21984, 3714, 33599, 1829, 37495, 1863, 7578, 8608, 2304, 48923, 22807], "avg_logprob": -0.3225635647100244, "compression_ratio": 2.0579710144927534, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 3011.09, "end": 3011.69, "word": "ممتاز", "probability": 0.95849609375}, {"start": 3011.69, "end": 3012.29, "word": " انا", "probability": 0.65673828125}, {"start": 3012.29, "end": 3014.21, "word": " نفسك", "probability": 0.8084309895833334}, {"start": 3014.21, "end": 3015.05, "word": " لا؟", "probability": 0.6474609375}, {"start": 3015.05, "end": 3015.51, "word": " طريقة", "probability": 0.5385335286458334}, {"start": 3015.51, "end": 3016.41, "word": " مفيش", "probability": 0.606689453125}, {"start": 3016.41, "end": 3017.05, "word": " جديد؟", "probability": 0.75189208984375}, {"start": 3017.05, "end": 3019.07, "word": " عندك", "probability": 0.953369140625}, {"start": 3019.07, "end": 3019.65, "word": " استقلالية", "probability": 0.9677734375}, {"start": 3019.65, "end": 3019.83, "word": " في", "probability": 0.93603515625}, {"start": 3019.83, "end": 3020.39, "word": " رأيك؟", "probability": 0.797412109375}, {"start": 3020.39, "end": 3020.57, "word": " لا", "probability": 0.634765625}, {"start": 3020.57, "end": 3020.99, "word": " ولا", "probability": 0.3681640625}, {"start": 3020.99, "end": 3021.53, "word": " ماتكونيش", "probability": 0.7394612630208334}, {"start": 3021.53, "end": 3021.67, "word": " يعني", "probability": 0.785888671875}, {"start": 3021.67, "end": 3021.77, "word": " اش", "probability": 0.513916015625}, {"start": 3021.77, "end": 3021.87, "word": " ما", "probability": 0.61474609375}, {"start": 3021.87, "end": 3022.17, "word": " سمعتى", "probability": 0.61944580078125}, {"start": 3022.17, "end": 3022.71, "word": " بالصدمى", "probability": 0.6744873046875}, {"start": 3022.71, "end": 3023.01, "word": " لا", "probability": 0.378173828125}, {"start": 3023.01, "end": 3023.31, "word": " انا", "probability": 0.5096435546875}, {"start": 3023.31, "end": 3023.61, "word": " ..", "probability": 0.398681640625}, {"start": 3023.61, "end": 3023.83, "word": " ديلي", "probability": 0.4190266927083333}, {"start": 3023.83, "end": 3024.13, "word": " رأيك", "probability": 0.8267822265625}, {"start": 3024.13, "end": 3024.51, "word": " بتاعةك", "probability": 0.61138916015625}, {"start": 3024.51, "end": 3024.65, "word": " يعني", "probability": 0.642578125}, {"start": 3024.65, "end": 3024.85, "word": " ..", "probability": 0.36376953125}, {"start": 3024.85, "end": 3026.23, "word": " هل", "probability": 0.90234375}, {"start": 3026.23, "end": 3026.49, "word": " يليك", "probability": 0.6941324869791666}, {"start": 3026.49, "end": 3026.69, "word": " رأي", "probability": 0.9163411458333334}, {"start": 3026.69, "end": 3027.13, "word": " مستقل", "probability": 0.9805908203125}, {"start": 3027.13, "end": 3027.53, "word": " بتدافع", "probability": 0.94140625}, {"start": 3027.53, "end": 3027.81, "word": " عنه", "probability": 0.6171875}, {"start": 3027.81, "end": 3028.03, "word": " ممكن", "probability": 0.828125}, {"start": 3028.03, "end": 3028.53, "word": " تقنعينا", "probability": 0.969482421875}, {"start": 3028.53, "end": 3029.15, "word": " فيه؟", "probability": 0.9591471354166666}, {"start": 3029.15, "end": 3029.29, "word": " اه", "probability": 0.863525390625}, {"start": 3029.29, "end": 3029.51, "word": " صحيح", "probability": 0.9022216796875}, {"start": 3029.51, "end": 3029.83, "word": " عندك", "probability": 0.7152506510416666}, {"start": 3029.83, "end": 3029.99, "word": " قوله", "probability": 0.7029622395833334}, {"start": 3029.99, "end": 3030.21, "word": " عليك", "probability": 0.635498046875}, {"start": 3030.21, "end": 3032.59, "word": " نعم؟", "probability": 0.8444010416666666}, {"start": 3032.59, "end": 3032.83, "word": " اه", "probability": 0.977783203125}, {"start": 3032.83, "end": 3033.01, "word": " عندك", "probability": 0.83935546875}, {"start": 3033.01, "end": 3033.15, "word": " قوله", "probability": 0.98095703125}, {"start": 3033.15, "end": 3033.45, "word": " عليك", "probability": 0.918212890625}, {"start": 3033.45, "end": 3033.61, "word": " نعم", "probability": 0.9755859375}, {"start": 3033.61, "end": 3033.85, "word": " انا", "probability": 0.819580078125}, {"start": 3033.85, "end": 3034.17, "word": " بذكر", "probability": 0.7293294270833334}, {"start": 3034.17, "end": 3034.37, "word": " لما", "probability": 0.751708984375}, {"start": 3034.37, "end": 3034.69, "word": " شرحت", "probability": 0.6913655598958334}, {"start": 3034.69, "end": 3034.93, "word": " كنت", "probability": 0.95263671875}, {"start": 3034.93, "end": 3035.73, "word": " ممتازة", "probability": 0.97685546875}, {"start": 3035.73, "end": 3036.25, "word": " اه", "probability": 0.871337890625}, {"start": 3036.25, "end": 3036.69, "word": " هو", "probability": 0.890625}, {"start": 3036.69, "end": 3036.81, "word": " انا", "probability": 0.761474609375}, {"start": 3036.81, "end": 3037.19, "word": " بتأثيرك", "probability": 0.9048828125}, {"start": 3037.19, "end": 3037.31, "word": " في", "probability": 0.2626953125}, {"start": 3037.31, "end": 3037.63, "word": " الحالة", "probability": 0.476318359375}, {"start": 3037.63, "end": 3037.71, "word": " ان", "probability": 0.56640625}, {"start": 3037.71, "end": 3037.89, "word": " شاء", "probability": 0.85009765625}, {"start": 3037.89, "end": 3038.11, "word": " الله", "probability": 0.8994140625}, {"start": 3038.11, "end": 3038.81, "word": " ماشي", "probability": 0.93603515625}, {"start": 3038.81, "end": 3039.05, "word": " يعنى", "probability": 0.5148111979166666}, {"start": 3039.05, "end": 3040.01, "word": " سميرة؟", "probability": 0.7161865234375}], "temperature": 1.0}, {"id": 120, "seek": 306990, "start": 3041.02, "end": 3069.9, "text": "استقلالية في الرأي، انتظام، مشاركة المجتمع والأسرة، ممتاز، وإيه الحد ضيف يا أخوات؟ استقلالية في الرأي، عندما نكون ندي هدف، نحاول نعمل أي حاجة حتى نوصل له ممتاز، التصميم لصالح نوصل للهدف و بحب الاجتماعيات، الشخصية الاجتماعية، تعتبرها قطعة، قوة؟ قوة", "tokens": [995, 14851, 4587, 1211, 6027, 10632, 8978, 34892, 10721, 1829, 12399, 16472, 2655, 19913, 10943, 12399, 37893, 9640, 4117, 3660, 9673, 7435, 39237, 3615, 16070, 10721, 3794, 25720, 12399, 3714, 2304, 2655, 31377, 12399, 4032, 28814, 1829, 3224, 21542, 3215, 48812, 33911, 35186, 5551, 9778, 2407, 9307, 22807, 44713, 4587, 1211, 6027, 10632, 8978, 34892, 10721, 1829, 12399, 43242, 15042, 8717, 30544, 8717, 16254, 8032, 3215, 5172, 12399, 8717, 5016, 995, 12610, 8717, 25957, 1211, 36632, 11331, 26108, 3660, 11331, 49975, 8717, 2407, 36520, 46740, 3714, 2304, 2655, 31377, 12399, 16712, 9381, 2304, 32640, 5296, 9381, 6027, 5016, 8717, 2407, 36520, 24976, 3224, 3215, 5172, 4032, 4724, 5016, 3555, 2423, 26108, 2655, 15042, 3615, 1829, 9307, 12399, 25124, 9778, 9381, 10632, 2423, 26108, 2655, 15042, 3615, 10632, 12399, 6055, 34268, 26890, 11296, 12174, 9566, 27884, 12399, 12174, 2407, 3660, 22807, 12174, 2407, 3660], "avg_logprob": -0.33485242993467385, "compression_ratio": 1.982532751091703, "no_speech_prob": 3.7550926208496094e-06, "words": [{"start": 3041.02, "end": 3042.02, "word": "استقلالية", "probability": 0.9568684895833334}, {"start": 3042.02, "end": 3042.18, "word": " في", "probability": 0.9091796875}, {"start": 3042.18, "end": 3043.0, "word": " الرأي،", "probability": 0.81207275390625}, {"start": 3043.0, "end": 3044.34, "word": " انتظام،", "probability": 0.7958984375}, {"start": 3044.34, "end": 3045.3, "word": " مشاركة", "probability": 0.956298828125}, {"start": 3045.3, "end": 3046.64, "word": " المجتمع", "probability": 0.8988037109375}, {"start": 3046.64, "end": 3048.4, "word": " والأسرة،", "probability": 0.679541015625}, {"start": 3048.4, "end": 3052.56, "word": " ممتاز،", "probability": 0.5745361328125}, {"start": 3052.56, "end": 3052.78, "word": " وإيه", "probability": 0.43701171875}, {"start": 3052.78, "end": 3053.02, "word": " الحد", "probability": 0.696044921875}, {"start": 3053.02, "end": 3053.32, "word": " ضيف", "probability": 0.54541015625}, {"start": 3053.32, "end": 3053.46, "word": " يا", "probability": 0.8095703125}, {"start": 3053.46, "end": 3055.12, "word": " أخوات؟", "probability": 0.834375}, {"start": 3055.12, "end": 3055.92, "word": " استقلالية", "probability": 0.85771484375}, {"start": 3055.92, "end": 3056.14, "word": " في", "probability": 0.966796875}, {"start": 3056.14, "end": 3056.7, "word": " الرأي،", "probability": 0.8714599609375}, {"start": 3056.7, "end": 3057.2, "word": " عندما", "probability": 0.71337890625}, {"start": 3057.2, "end": 3057.5, "word": " نكون", "probability": 0.9072265625}, {"start": 3057.5, "end": 3057.72, "word": " ندي", "probability": 0.47119140625}, {"start": 3057.72, "end": 3058.36, "word": " هدف،", "probability": 0.8531494140625}, {"start": 3058.36, "end": 3058.7, "word": " نحاول", "probability": 0.921142578125}, {"start": 3058.7, "end": 3058.98, "word": " نعمل", "probability": 0.96484375}, {"start": 3058.98, "end": 3059.18, "word": " أي", "probability": 0.9013671875}, {"start": 3059.18, "end": 3059.4, "word": " حاجة", "probability": 0.9873046875}, {"start": 3059.4, "end": 3059.68, "word": " حتى", "probability": 0.53497314453125}, {"start": 3059.68, "end": 3059.98, "word": " نوصل", "probability": 0.80078125}, {"start": 3059.98, "end": 3060.2, "word": " له", "probability": 0.6953125}, {"start": 3060.2, "end": 3060.72, "word": " ممتاز،", "probability": 0.87353515625}, {"start": 3060.72, "end": 3061.28, "word": " التصميم", "probability": 0.9869384765625}, {"start": 3061.28, "end": 3061.84, "word": " لصالح", "probability": 0.454010009765625}, {"start": 3061.84, "end": 3062.22, "word": " نوصل", "probability": 0.7726236979166666}, {"start": 3062.22, "end": 3062.64, "word": " للهدف", "probability": 0.8087158203125}, {"start": 3062.64, "end": 3063.86, "word": " و", "probability": 0.292724609375}, {"start": 3063.86, "end": 3064.64, "word": " بحب", "probability": 0.748046875}, {"start": 3064.64, "end": 3066.1, "word": " الاجتماعيات،", "probability": 0.797576904296875}, {"start": 3066.1, "end": 3066.76, "word": " الشخصية", "probability": 0.887451171875}, {"start": 3066.76, "end": 3067.74, "word": " الاجتماعية،", "probability": 0.75927734375}, {"start": 3067.74, "end": 3068.14, "word": " تعتبرها", "probability": 0.53448486328125}, {"start": 3068.14, "end": 3069.02, "word": " قطعة،", "probability": 0.54095458984375}, {"start": 3069.02, "end": 3069.52, "word": " قوة؟", "probability": 0.844482421875}, {"start": 3069.52, "end": 3069.9, "word": " قوة", "probability": 0.9822591145833334}], "temperature": 1.0}, {"id": 121, "seek": 309349, "start": 3070.63, "end": 3093.49, "text": "طالب يعني، تفضلي يا طالب، تفضلي يا طالب، تفضلي يا طالب، تفضلي يا طالب، تفضلي يا طالب، تفضلي يا طالب، تفضلي يا طالب، تفضلي يا طالب، تفضلي يا طالب، تفضلي يا طالب، تفضلي يا طالب، تفضلي يا طالب، تفضلي يا طالب، تفضلي يا طالب، تفضلي يا طالب، تفضلي يا طالب، تفضلي يا طالب، تفضلي يا طالب، تفضلي يا طالب، تفضلي يا طالب، تفضلي يا طالب، تفضلي يا طالب، تفضلي يا طالب، تفضلي يا طالب، تف", "tokens": [9566, 6027, 3555, 37495, 22653, 12399, 6055, 5172, 11242, 20292, 35186, 23032, 6027, 3555, 12399, 6055, 5172, 11242, 20292, 35186, 23032, 6027, 3555, 12399, 6055, 5172, 11242, 20292, 35186, 23032, 6027, 3555, 12399, 6055, 5172, 11242, 20292, 35186, 23032, 6027, 3555, 12399, 6055, 5172, 11242, 20292, 35186, 23032, 6027, 3555, 12399, 6055, 5172, 11242, 20292, 35186, 23032, 6027, 3555, 12399, 6055, 5172, 11242, 20292, 35186, 23032, 6027, 3555, 12399, 6055, 5172, 11242, 20292, 35186, 23032, 6027, 3555, 12399, 6055, 5172, 11242, 20292, 35186, 23032, 6027, 3555, 12399, 6055, 5172, 11242, 20292, 35186, 23032, 6027, 3555, 12399, 6055, 5172, 11242, 20292, 35186, 23032, 6027, 3555, 12399, 6055, 5172, 11242, 20292, 35186, 23032, 6027, 3555, 12399, 6055, 5172, 11242, 20292, 35186, 23032, 6027, 3555, 12399, 6055, 5172, 11242, 20292, 35186, 23032, 6027, 3555, 12399, 6055, 5172, 11242, 20292, 35186, 23032, 6027, 3555, 12399, 6055, 5172, 11242, 20292, 35186, 23032, 6027, 3555, 12399, 6055, 5172, 11242, 20292, 35186, 23032, 6027, 3555, 12399, 6055, 5172, 11242, 20292, 35186, 23032, 6027, 3555, 12399, 6055, 5172, 11242, 20292, 35186, 23032, 6027, 3555, 12399, 6055, 5172, 11242, 20292, 35186, 23032, 6027, 3555, 12399, 6055, 5172, 11242, 20292, 35186, 23032, 6027, 3555, 12399, 6055, 5172, 11242, 20292, 35186, 23032, 6027, 3555, 12399, 6055, 5172, 11242, 20292, 35186, 23032, 6027, 3555, 12399, 6055, 5172, 11242, 20292, 35186, 23032, 6027, 3555, 12399, 6055, 5172], "avg_logprob": -0.10638889100816515, "compression_ratio": 12.923076923076923, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 3070.63, "end": 3071.29, "word": "طالب", "probability": 0.6636962890625}, {"start": 3071.29, "end": 3071.51, "word": " يعني،", "probability": 0.61279296875}, {"start": 3071.51, "end": 3071.83, "word": " تفضلي", "probability": 0.784423828125}, {"start": 3071.83, "end": 3071.93, "word": " يا", "probability": 0.60986328125}, {"start": 3071.93, "end": 3072.33, "word": " طالب،", "probability": 0.9110107421875}, {"start": 3072.33, "end": 3072.71, "word": " تفضلي", "probability": 0.9678955078125}, {"start": 3072.71, "end": 3072.81, "word": " يا", "probability": 0.7470703125}, {"start": 3072.81, "end": 3073.07, "word": " طالب،", "probability": 0.774322509765625}, {"start": 3073.07, "end": 3074.25, "word": " تفضلي", "probability": 0.80963134765625}, {"start": 3074.25, "end": 3074.25, "word": " يا", "probability": 0.66162109375}, {"start": 3074.25, "end": 3074.25, "word": " طالب،", "probability": 0.78887939453125}, {"start": 3074.25, "end": 3077.29, "word": " تفضلي", "probability": 0.8131103515625}, {"start": 3077.29, "end": 3077.43, "word": " يا", "probability": 0.6494140625}, {"start": 3077.43, "end": 3077.57, "word": " طالب،", "probability": 0.790740966796875}, {"start": 3077.57, "end": 3077.57, "word": " تفضلي", "probability": 0.852294921875}, {"start": 3077.57, "end": 3078.11, "word": " يا", "probability": 0.818359375}, {"start": 3078.11, "end": 3078.79, "word": " طالب،", "probability": 0.798248291015625}, {"start": 3078.79, "end": 3079.11, "word": " تفضلي", "probability": 0.8946533203125}, {"start": 3079.11, "end": 3079.29, "word": " يا", "probability": 0.9169921875}, {"start": 3079.29, "end": 3080.21, "word": " طالب،", "probability": 0.826904296875}, {"start": 3080.21, "end": 3080.21, "word": " تفضلي", "probability": 0.9244384765625}, {"start": 3080.21, "end": 3080.21, "word": " يا", "probability": 0.94775390625}, {"start": 3080.21, "end": 3080.49, "word": " طالب،", "probability": 0.86663818359375}, {"start": 3080.49, "end": 3081.77, "word": " تفضلي", "probability": 0.9420166015625}, {"start": 3081.77, "end": 3081.77, "word": " يا", "probability": 0.9599609375}, {"start": 3081.77, "end": 3082.11, "word": " طالب،", "probability": 0.9056396484375}, {"start": 3082.11, "end": 3082.21, "word": " تفضلي", "probability": 0.952392578125}, {"start": 3082.21, "end": 3082.21, "word": " يا", "probability": 0.9658203125}, {"start": 3082.21, "end": 3082.21, "word": " طالب،", "probability": 0.9287109375}, {"start": 3082.21, "end": 3082.23, "word": " تفضلي", "probability": 0.9593505859375}, {"start": 3082.23, "end": 3082.23, "word": " يا", "probability": 0.96923828125}, {"start": 3082.23, "end": 3082.23, "word": " طالب،", "probability": 0.94384765625}, {"start": 3082.23, "end": 3082.23, "word": " تفضلي", "probability": 0.96484375}, {"start": 3082.23, "end": 3082.23, "word": " يا", "probability": 0.9716796875}, {"start": 3082.23, "end": 3082.23, "word": " طالب،", "probability": 0.9552001953125}, {"start": 3082.23, "end": 3082.33, "word": " تفضلي", "probability": 0.9698486328125}, {"start": 3082.33, "end": 3082.33, "word": " يا", "probability": 0.9736328125}, {"start": 3082.33, "end": 3082.61, "word": " طالب،", "probability": 0.9625244140625}, {"start": 3082.61, "end": 3082.61, "word": " تفضلي", "probability": 0.9744873046875}, {"start": 3082.61, "end": 3082.61, "word": " يا", "probability": 0.97509765625}, {"start": 3082.61, "end": 3082.65, "word": " طالب،", "probability": 0.96923828125}, {"start": 3082.65, "end": 3082.73, "word": " تفضلي", "probability": 0.9786376953125}, {"start": 3082.73, "end": 3082.73, "word": " يا", "probability": 0.97607421875}, {"start": 3082.73, "end": 3082.73, "word": " طالب،", "probability": 0.9752197265625}, {"start": 3082.73, "end": 3082.77, "word": " تفضلي", "probability": 0.9830322265625}, {"start": 3082.77, "end": 3082.77, "word": " يا", "probability": 0.97705078125}, {"start": 3082.77, "end": 3082.77, "word": " طالب،", "probability": 0.978515625}, {"start": 3082.77, "end": 3082.79, "word": " تفضلي", "probability": 0.9852294921875}, {"start": 3082.79, "end": 3082.79, "word": " يا", "probability": 0.97705078125}, {"start": 3082.79, "end": 3083.19, "word": " طالب،", "probability": 0.9815673828125}, {"start": 3083.19, "end": 3083.19, "word": " تفضلي", "probability": 0.988525390625}, {"start": 3083.19, "end": 3083.19, "word": " يا", "probability": 0.97705078125}, {"start": 3083.19, "end": 3083.67, "word": " طالب،", "probability": 0.9847412109375}, {"start": 3083.67, "end": 3084.03, "word": " تفضلي", "probability": 0.9892578125}, {"start": 3084.03, "end": 3084.39, "word": " يا", "probability": 0.9765625}, {"start": 3084.39, "end": 3085.47, "word": " طالب،", "probability": 0.98681640625}, {"start": 3085.47, "end": 3085.55, "word": " تفضلي", "probability": 0.99072265625}, {"start": 3085.55, "end": 3085.55, "word": " يا", "probability": 0.97607421875}, {"start": 3085.55, "end": 3085.55, "word": " طالب،", "probability": 0.98876953125}, {"start": 3085.55, "end": 3085.55, "word": " تفضلي", "probability": 0.990966796875}, {"start": 3085.55, "end": 3085.55, "word": " يا", "probability": 0.97509765625}, {"start": 3085.55, "end": 3085.55, "word": " طالب،", "probability": 0.990234375}, {"start": 3085.55, "end": 3086.55, "word": " تفضلي", "probability": 0.990966796875}, {"start": 3086.55, "end": 3086.63, "word": " يا", "probability": 0.97314453125}, {"start": 3086.63, "end": 3088.29, "word": " طالب،", "probability": 0.9910888671875}, {"start": 3088.29, "end": 3089.51, "word": " تفضلي", "probability": 0.9913330078125}, {"start": 3089.51, "end": 3089.67, "word": " يا", "probability": 0.9716796875}, {"start": 3089.67, "end": 3090.23, "word": " طالب،", "probability": 0.991455078125}, {"start": 3090.23, "end": 3091.61, "word": " تفضلي", "probability": 0.9915771484375}, {"start": 3091.61, "end": 3092.17, "word": " يا", "probability": 0.9697265625}, {"start": 3092.17, "end": 3093.19, "word": " طالب،", "probability": 0.9912109375}, {"start": 3093.19, "end": 3093.19, "word": " تفضلي", "probability": 0.991943359375}, {"start": 3093.19, "end": 3093.19, "word": " يا", "probability": 0.966796875}, {"start": 3093.19, "end": 3093.49, "word": " طالب،", "probability": 0.9910888671875}, {"start": 3093.49, "end": 3093.49, "word": " تف", "probability": 0.990966796875}], "temperature": 1.0}, {"id": 122, "seek": 310815, "start": 3093.93, "end": 3108.15, "text": "مثلا ناجلة و أستاذة ديما؟ أكيد نقاط القوة، أنا بحس حالي أنه أنا شخصية قيادية، في عندي فكر تحليلي دايما، أنه .. تحليلي؟ أه بتحليلي كل حاجة؟", "tokens": [2304, 12984, 15040, 8717, 26108, 37977, 4032, 5551, 14851, 45636, 3660, 11778, 1829, 15042, 22807, 5551, 4117, 25708, 8717, 4587, 41193, 25062, 2407, 3660, 12399, 41850, 4724, 5016, 3794, 11331, 6027, 1829, 14739, 3224, 41850, 13412, 9778, 9381, 10632, 12174, 1829, 18513, 10632, 12399, 8978, 18871, 16254, 6156, 37983, 6055, 5016, 20292, 20292, 11778, 47302, 15042, 12399, 14739, 3224, 4386, 6055, 5016, 20292, 20292, 22807, 5551, 3224, 39894, 5016, 20292, 20292, 28242, 11331, 26108, 3660, 22807], "avg_logprob": -0.17309253401570507, "compression_ratio": 1.6423841059602649, "no_speech_prob": 0.0, "words": [{"start": 3093.93, "end": 3094.35, "word": "مثلا", "probability": 0.7960611979166666}, {"start": 3094.35, "end": 3094.75, "word": " ناجلة", "probability": 0.65966796875}, {"start": 3094.75, "end": 3094.83, "word": " و", "probability": 0.3076171875}, {"start": 3094.83, "end": 3095.17, "word": " أستاذة", "probability": 0.8974609375}, {"start": 3095.17, "end": 3095.67, "word": " ديما؟", "probability": 0.928466796875}, {"start": 3095.67, "end": 3096.13, "word": " أكيد", "probability": 0.9549153645833334}, {"start": 3096.13, "end": 3096.57, "word": " نقاط", "probability": 0.713134765625}, {"start": 3096.57, "end": 3097.07, "word": " القوة،", "probability": 0.8189697265625}, {"start": 3097.07, "end": 3097.15, "word": " أنا", "probability": 0.7734375}, {"start": 3097.15, "end": 3097.43, "word": " بحس", "probability": 0.9866536458333334}, {"start": 3097.43, "end": 3097.75, "word": " حالي", "probability": 0.9602864583333334}, {"start": 3097.75, "end": 3098.03, "word": " أنه", "probability": 0.78759765625}, {"start": 3098.03, "end": 3098.33, "word": " أنا", "probability": 0.89208984375}, {"start": 3098.33, "end": 3099.35, "word": " شخصية", "probability": 0.998779296875}, {"start": 3099.35, "end": 3100.99, "word": " قيادية،", "probability": 0.87216796875}, {"start": 3100.99, "end": 3101.13, "word": " في", "probability": 0.94970703125}, {"start": 3101.13, "end": 3101.65, "word": " عندي", "probability": 0.799560546875}, {"start": 3101.65, "end": 3102.59, "word": " فكر", "probability": 0.777587890625}, {"start": 3102.59, "end": 3103.13, "word": " تحليلي", "probability": 0.9720458984375}, {"start": 3103.13, "end": 3103.79, "word": " دايما،", "probability": 0.8443603515625}, {"start": 3103.79, "end": 3103.97, "word": " أنه", "probability": 0.6944580078125}, {"start": 3103.97, "end": 3103.97, "word": " ..", "probability": 0.8994140625}, {"start": 3103.97, "end": 3104.59, "word": " تحليلي؟", "probability": 0.888671875}, {"start": 3104.59, "end": 3106.05, "word": " أه", "probability": 0.84326171875}, {"start": 3106.05, "end": 3107.45, "word": " بتحليلي", "probability": 0.92724609375}, {"start": 3107.45, "end": 3107.65, "word": " كل", "probability": 0.98388671875}, {"start": 3107.65, "end": 3108.15, "word": " حاجة؟", "probability": 0.9471435546875}], "temperature": 1.0}, {"id": 123, "seek": 312768, "start": 3108.42, "end": 3127.68, "text": "يعني غير .. محلل المتعة؟ لأ مش بحلل كل إشي بس غالبا في أشياء يعني مستحيل تمر عليها هيك من دون ما أفكر فيها قصدي هو محلليه؟ بالظبط يعني و غالب .. محللي بس يعني كيف أن يكون عندك نقد للأشياء؟ صحيح بس نقد مدنع رأي صحيح عمعرفة على أساس أه", "tokens": [40228, 22653, 32771, 13546, 4386, 3714, 5016, 1211, 1211, 9673, 2655, 27884, 22807, 5296, 10721, 37893, 4724, 5016, 1211, 1211, 28242, 11933, 8592, 1829, 4724, 3794, 32771, 6027, 3555, 995, 8978, 5551, 8592, 1829, 16606, 37495, 22653, 3714, 14851, 5016, 26895, 6055, 29973, 25894, 11296, 39896, 4117, 9154, 11778, 11536, 19446, 5551, 5172, 37983, 8978, 11296, 12174, 9381, 16254, 31439, 3714, 5016, 1211, 20292, 3224, 22807, 20666, 19913, 3555, 9566, 37495, 22653, 4032, 32771, 6027, 3555, 4386, 3714, 5016, 1211, 20292, 4724, 3794, 37495, 22653, 9122, 33911, 14739, 7251, 30544, 43242, 4117, 8717, 28543, 24976, 10721, 8592, 1829, 16606, 22807, 20328, 5016, 1829, 5016, 4724, 3794, 8717, 28543, 3714, 3215, 1863, 3615, 12602, 10721, 1829, 20328, 5016, 1829, 5016, 6225, 2304, 3615, 28480, 3660, 15844, 5551, 3794, 32277, 5551, 3224], "avg_logprob": -0.2542938872148062, "compression_ratio": 1.9433962264150944, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3108.42, "end": 3109.06, "word": "يعني", "probability": 0.9482421875}, {"start": 3109.06, "end": 3109.68, "word": " غير", "probability": 0.319580078125}, {"start": 3109.68, "end": 3109.74, "word": " ..", "probability": 0.90869140625}, {"start": 3109.74, "end": 3109.84, "word": " محلل", "probability": 0.430816650390625}, {"start": 3109.84, "end": 3110.76, "word": " المتعة؟", "probability": 0.572509765625}, {"start": 3110.76, "end": 3110.94, "word": " لأ", "probability": 0.953125}, {"start": 3110.94, "end": 3111.12, "word": " مش", "probability": 0.91650390625}, {"start": 3111.12, "end": 3111.52, "word": " بحلل", "probability": 0.9891357421875}, {"start": 3111.52, "end": 3111.7, "word": " كل", "probability": 0.99267578125}, {"start": 3111.7, "end": 3111.98, "word": " إشي", "probability": 0.95703125}, {"start": 3111.98, "end": 3112.2, "word": " بس", "probability": 0.871337890625}, {"start": 3112.2, "end": 3112.6, "word": " غالبا", "probability": 0.9854736328125}, {"start": 3112.6, "end": 3112.74, "word": " في", "probability": 0.79345703125}, {"start": 3112.74, "end": 3113.26, "word": " أشياء", "probability": 0.964599609375}, {"start": 3113.26, "end": 3113.5, "word": " يعني", "probability": 0.94189453125}, {"start": 3113.5, "end": 3113.92, "word": " مستحيل", "probability": 0.9920654296875}, {"start": 3113.92, "end": 3114.16, "word": " تمر", "probability": 0.824462890625}, {"start": 3114.16, "end": 3114.48, "word": " عليها", "probability": 0.734130859375}, {"start": 3114.48, "end": 3114.72, "word": " هيك", "probability": 0.861328125}, {"start": 3114.72, "end": 3114.86, "word": " من", "probability": 0.7734375}, {"start": 3114.86, "end": 3115.12, "word": " دون", "probability": 0.992919921875}, {"start": 3115.12, "end": 3115.3, "word": " ما", "probability": 0.58447265625}, {"start": 3115.3, "end": 3115.82, "word": " أفكر", "probability": 0.9412434895833334}, {"start": 3115.82, "end": 3116.08, "word": " فيها", "probability": 0.978759765625}, {"start": 3116.08, "end": 3116.4, "word": " قصدي", "probability": 0.810546875}, {"start": 3116.4, "end": 3116.54, "word": " هو", "probability": 0.5537109375}, {"start": 3116.54, "end": 3117.22, "word": " محلليه؟", "probability": 0.7249348958333334}, {"start": 3117.22, "end": 3117.76, "word": " بالظبط", "probability": 0.9652099609375}, {"start": 3117.76, "end": 3118.04, "word": " يعني", "probability": 0.92724609375}, {"start": 3118.04, "end": 3118.18, "word": " و", "probability": 0.6181640625}, {"start": 3118.18, "end": 3118.46, "word": " غالب", "probability": 0.8062337239583334}, {"start": 3118.46, "end": 3118.64, "word": " ..", "probability": 0.7685546875}, {"start": 3118.64, "end": 3118.84, "word": " محللي", "probability": 0.4144287109375}, {"start": 3118.84, "end": 3119.34, "word": " بس", "probability": 0.552978515625}, {"start": 3119.34, "end": 3119.86, "word": " يعني", "probability": 0.793701171875}, {"start": 3119.86, "end": 3120.08, "word": " كيف", "probability": 0.8857421875}, {"start": 3120.08, "end": 3120.18, "word": " أن", "probability": 0.466796875}, {"start": 3120.18, "end": 3120.38, "word": " يكون", "probability": 0.71435546875}, {"start": 3120.38, "end": 3120.68, "word": " عندك", "probability": 0.9970703125}, {"start": 3120.68, "end": 3120.96, "word": " نقد", "probability": 0.824462890625}, {"start": 3120.96, "end": 3121.76, "word": " للأشياء؟", "probability": 0.8754069010416666}, {"start": 3121.76, "end": 3122.3, "word": " صحيح", "probability": 0.986572265625}, {"start": 3122.3, "end": 3123.8, "word": " بس", "probability": 0.778564453125}, {"start": 3123.8, "end": 3124.2, "word": " نقد", "probability": 0.96484375}, {"start": 3124.2, "end": 3124.74, "word": " مدنع", "probability": 0.75567626953125}, {"start": 3124.74, "end": 3125.2, "word": " رأي", "probability": 0.9757486979166666}, {"start": 3125.2, "end": 3126.36, "word": " صحيح", "probability": 0.9248046875}, {"start": 3126.36, "end": 3126.84, "word": " عمعرفة", "probability": 0.74072265625}, {"start": 3126.84, "end": 3126.84, "word": " على", "probability": 0.3779296875}, {"start": 3126.84, "end": 3127.3, "word": " أساس", "probability": 0.9410807291666666}, {"start": 3127.3, "end": 3127.68, "word": " أه", "probability": 0.829345703125}], "temperature": 1.0}, {"id": 124, "seek": 315815, "start": 3129.11, "end": 3158.15, "text": "و كمان اللي هي بتحمل المسئولية مابحبش اعتمد على الغير يعني ماحب كل إشي أنه أنا أعمله بيدي كمان من نقاط القوة أنه أنا بحب أشتغل مع روح فريق يعني أنه أه بحب أشتغل مع جماعة هاي كلها بعتبرها يعني نقاط قوة طيب الحمد لله إذا إحنا عملنا تطبيق عمل يعني نقاط القوة موجودة داخلكم نبشناها طبعا إحنا خدنا نجابات مختصرة لكن لو عملناها قوة جد كل واحد عشرة تجارب هتطلع الحاجات ما شاء الله أشياء الكامنة فعلا", "tokens": [2407, 9122, 2304, 7649, 13672, 1829, 39896, 39894, 35571, 1211, 9673, 3794, 19986, 12610, 10632, 19446, 49628, 3555, 8592, 1975, 34268, 2304, 3215, 15844, 6024, 118, 13546, 37495, 22653, 19446, 5016, 3555, 28242, 11933, 8592, 1829, 14739, 3224, 41850, 5551, 25957, 1211, 3224, 4724, 25708, 1829, 9122, 2304, 7649, 9154, 8717, 4587, 41193, 25062, 2407, 3660, 14739, 3224, 41850, 4724, 5016, 3555, 5551, 8592, 2655, 17082, 1211, 20449, 12602, 2407, 5016, 6156, 16572, 4587, 37495, 22653, 14739, 3224, 5551, 3224, 4724, 5016, 3555, 5551, 8592, 2655, 17082, 1211, 20449, 10874, 15042, 27884, 8032, 47302, 28242, 11296, 4724, 34268, 26890, 11296, 37495, 22653, 8717, 4587, 41193, 12174, 2407, 3660, 23032, 1829, 3555, 21542, 2304, 3215, 24976, 3224, 11933, 15730, 11933, 5016, 8315, 6225, 42213, 8315, 6055, 9566, 21292, 4587, 6225, 42213, 37495, 22653, 8717, 4587, 41193, 25062, 2407, 3660, 3714, 29245, 23328, 3660, 11778, 47283, 1211, 24793, 8717, 3555, 8592, 8315, 11296, 23032, 3555, 3615, 995, 11933, 5016, 8315, 16490, 3215, 8315, 8717, 7435, 16758, 9307, 3714, 46456, 9381, 25720, 44381, 45164, 6225, 42213, 8315, 11296, 12174, 2407, 3660, 10874, 3215, 28242, 36764, 24401, 6225, 8592, 25720, 6055, 7435, 9640, 3555, 8032, 2655, 9566, 1211, 3615, 21542, 26108, 9307, 19446, 13412, 16606, 21984, 5551, 8592, 1829, 16606, 33251, 10943, 1863, 3660, 6156, 3615, 15040], "avg_logprob": -0.1569801425543901, "compression_ratio": 2.202492211838006, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3129.11, "end": 3129.59, "word": "و", "probability": 0.89404296875}, {"start": 3129.59, "end": 3130.31, "word": " كمان", "probability": 0.7870279947916666}, {"start": 3130.31, "end": 3130.51, "word": " اللي", "probability": 0.80615234375}, {"start": 3130.51, "end": 3130.79, "word": " هي", "probability": 0.8291015625}, {"start": 3130.79, "end": 3131.47, "word": " بتحمل", "probability": 0.8623046875}, {"start": 3131.47, "end": 3132.15, "word": " المسئولية", "probability": 0.933984375}, {"start": 3132.15, "end": 3132.97, "word": " مابحبش", "probability": 0.780029296875}, {"start": 3132.97, "end": 3133.31, "word": " اعتمد", "probability": 0.8681640625}, {"start": 3133.31, "end": 3133.49, "word": " على", "probability": 0.84423828125}, {"start": 3133.49, "end": 3133.87, "word": " الغير", "probability": 0.9840494791666666}, {"start": 3133.87, "end": 3134.01, "word": " يعني", "probability": 0.912353515625}, {"start": 3134.01, "end": 3134.23, "word": " ماحب", "probability": 0.7392578125}, {"start": 3134.23, "end": 3134.41, "word": " كل", "probability": 0.96630859375}, {"start": 3134.41, "end": 3134.65, "word": " إشي", "probability": 0.8517252604166666}, {"start": 3134.65, "end": 3134.83, "word": " أنه", "probability": 0.731689453125}, {"start": 3134.83, "end": 3134.97, "word": " أنا", "probability": 0.56982421875}, {"start": 3134.97, "end": 3135.33, "word": " أعمله", "probability": 0.839599609375}, {"start": 3135.33, "end": 3135.77, "word": " بيدي", "probability": 0.9130859375}, {"start": 3135.77, "end": 3136.45, "word": " كمان", "probability": 0.9503580729166666}, {"start": 3136.45, "end": 3136.61, "word": " من", "probability": 0.98583984375}, {"start": 3136.61, "end": 3136.89, "word": " نقاط", "probability": 0.9345703125}, {"start": 3136.89, "end": 3137.23, "word": " القوة", "probability": 0.9905598958333334}, {"start": 3137.23, "end": 3137.41, "word": " أنه", "probability": 0.7724609375}, {"start": 3137.41, "end": 3137.49, "word": " أنا", "probability": 0.8369140625}, {"start": 3137.49, "end": 3137.73, "word": " بحب", "probability": 0.9729817708333334}, {"start": 3137.73, "end": 3138.17, "word": " أشتغل", "probability": 0.9806640625}, {"start": 3138.17, "end": 3138.43, "word": " مع", "probability": 0.990234375}, {"start": 3138.43, "end": 3138.75, "word": " روح", "probability": 0.9860026041666666}, {"start": 3138.75, "end": 3139.19, "word": " فريق", "probability": 0.98974609375}, {"start": 3139.19, "end": 3139.41, "word": " يعني", "probability": 0.935546875}, {"start": 3139.41, "end": 3139.73, "word": " أنه", "probability": 0.7000732421875}, {"start": 3139.73, "end": 3140.23, "word": " أه", "probability": 0.73779296875}, {"start": 3140.23, "end": 3140.51, "word": " بحب", "probability": 0.9573567708333334}, {"start": 3140.51, "end": 3140.83, "word": " أشتغل", "probability": 0.991015625}, {"start": 3140.83, "end": 3140.95, "word": " مع", "probability": 0.99609375}, {"start": 3140.95, "end": 3141.49, "word": " جماعة", "probability": 0.9964192708333334}, {"start": 3141.49, "end": 3142.87, "word": " هاي", "probability": 0.6173095703125}, {"start": 3142.87, "end": 3143.11, "word": " كلها", "probability": 0.970947265625}, {"start": 3143.11, "end": 3143.59, "word": " بعتبرها", "probability": 0.96337890625}, {"start": 3143.59, "end": 3143.89, "word": " يعني", "probability": 0.9296875}, {"start": 3143.89, "end": 3144.45, "word": " نقاط", "probability": 0.9842122395833334}, {"start": 3144.45, "end": 3144.85, "word": " قوة", "probability": 0.9884440104166666}, {"start": 3144.85, "end": 3145.27, "word": " طيب", "probability": 0.9236653645833334}, {"start": 3145.27, "end": 3145.61, "word": " الحمد", "probability": 0.9075520833333334}, {"start": 3145.61, "end": 3145.91, "word": " لله", "probability": 0.861328125}, {"start": 3145.91, "end": 3146.53, "word": " إذا", "probability": 0.814453125}, {"start": 3146.53, "end": 3146.77, "word": " إحنا", "probability": 0.8248697916666666}, {"start": 3146.77, "end": 3147.31, "word": " عملنا", "probability": 0.98828125}, {"start": 3147.31, "end": 3148.19, "word": " تطبيق", "probability": 0.9879150390625}, {"start": 3148.19, "end": 3148.47, "word": " عمل", "probability": 0.76171875}, {"start": 3148.47, "end": 3148.61, "word": " يعني", "probability": 0.561279296875}, {"start": 3148.61, "end": 3148.87, "word": " نقاط", "probability": 0.8953450520833334}, {"start": 3148.87, "end": 3149.21, "word": " القوة", "probability": 0.9921875}, {"start": 3149.21, "end": 3149.55, "word": " موجودة", "probability": 0.97314453125}, {"start": 3149.55, "end": 3149.89, "word": " داخلكم", "probability": 0.8936767578125}, {"start": 3149.89, "end": 3150.41, "word": " نبشناها", "probability": 0.79296875}, {"start": 3150.41, "end": 3150.63, "word": " طبعا", "probability": 0.9783935546875}, {"start": 3150.63, "end": 3150.95, "word": " إحنا", "probability": 0.9495442708333334}, {"start": 3150.95, "end": 3151.67, "word": " خدنا", "probability": 0.9099934895833334}, {"start": 3151.67, "end": 3151.99, "word": " نجابات", "probability": 0.671875}, {"start": 3151.99, "end": 3152.59, "word": " مختصرة", "probability": 0.96142578125}, {"start": 3152.59, "end": 3153.13, "word": " لكن", "probability": 0.9267578125}, {"start": 3153.13, "end": 3153.29, "word": " لو", "probability": 0.6669921875}, {"start": 3153.29, "end": 3153.71, "word": " عملناها", "probability": 0.855224609375}, {"start": 3153.71, "end": 3153.89, "word": " قوة", "probability": 0.861328125}, {"start": 3153.89, "end": 3154.05, "word": " جد", "probability": 0.785400390625}, {"start": 3154.05, "end": 3154.23, "word": " كل", "probability": 0.71240234375}, {"start": 3154.23, "end": 3154.41, "word": " واحد", "probability": 0.98583984375}, {"start": 3154.41, "end": 3154.71, "word": " عشرة", "probability": 0.63916015625}, {"start": 3154.71, "end": 3155.01, "word": " تجارب", "probability": 0.683837890625}, {"start": 3155.01, "end": 3155.45, "word": " هتطلع", "probability": 0.8849609375}, {"start": 3155.45, "end": 3155.81, "word": " الحاجات", "probability": 0.85009765625}, {"start": 3155.81, "end": 3155.99, "word": " ما", "probability": 0.615234375}, {"start": 3155.99, "end": 3156.11, "word": " شاء", "probability": 0.951416015625}, {"start": 3156.11, "end": 3156.43, "word": " الله", "probability": 0.93994140625}, {"start": 3156.43, "end": 3156.99, "word": " أشياء", "probability": 0.978759765625}, {"start": 3156.99, "end": 3157.59, "word": " الكامنة", "probability": 0.9217529296875}, {"start": 3157.59, "end": 3158.15, "word": " فعلا", "probability": 0.7210286458333334}], "temperature": 1.0}, {"id": 125, "seek": 318725, "start": 3158.49, "end": 3187.25, "text": "بالنسبة لنقاط الضعف ال weakness أيوه يمكن ال .. خليني أبدأ بنفسي بنقاط الضعف النقاط الضعف متن عصبي طبعا نقاط القوة في المؤسسات ليه توفر الموارد القيادة دموقراطية القيادة الناجحة دي كل نقاط قوة المؤسسة الفرص أو إنه في أمامنا استقرار يعني في المؤسسة نقاط الضعف كل .. كمان لله مافيش إنسان بيحكي إنه ماعديش نقاط ضعف مستحيل", "tokens": [3555, 6027, 1863, 35457, 3660, 5296, 1863, 4587, 41193, 6024, 114, 3615, 5172, 2423, 12772, 36632, 2407, 3224, 7251, 43020, 2423, 4386, 16490, 1211, 9957, 1829, 5551, 44510, 10721, 44945, 36178, 1829, 44945, 4587, 41193, 6024, 114, 3615, 5172, 28239, 4587, 41193, 6024, 114, 3615, 5172, 44650, 1863, 6225, 9381, 21292, 23032, 3555, 3615, 995, 8717, 4587, 41193, 25062, 2407, 3660, 8978, 9673, 33604, 3794, 3794, 9307, 32239, 3224, 33427, 5172, 2288, 9673, 2407, 9640, 3215, 25062, 1829, 18513, 3660, 11778, 2304, 30543, 2288, 41193, 10632, 25062, 1829, 18513, 3660, 28239, 26108, 5016, 3660, 11778, 1829, 28242, 8717, 4587, 41193, 12174, 2407, 3660, 9673, 33604, 3794, 3794, 3660, 27188, 2288, 9381, 34051, 36145, 3224, 8978, 5551, 2304, 10943, 8315, 44713, 4587, 2288, 9640, 37495, 22653, 8978, 9673, 33604, 3794, 3794, 3660, 8717, 4587, 41193, 6024, 114, 3615, 5172, 28242, 4386, 9122, 2304, 7649, 24976, 3224, 19446, 41185, 8592, 36145, 3794, 7649, 4724, 1829, 5016, 4117, 1829, 36145, 3224, 19446, 3615, 16254, 8592, 8717, 4587, 41193, 48812, 3615, 5172, 3714, 14851, 5016, 26895], "avg_logprob": -0.2057442251657475, "compression_ratio": 2.147727272727273, "no_speech_prob": 0.0, "words": [{"start": 3158.49, "end": 3158.93, "word": "بالنسبة", "probability": 0.9580078125}, {"start": 3158.93, "end": 3159.47, "word": " لنقاط", "probability": 0.82861328125}, {"start": 3159.47, "end": 3160.69, "word": " الضعف", "probability": 0.8348388671875}, {"start": 3160.69, "end": 3161.07, "word": " ال", "probability": 0.349853515625}, {"start": 3161.07, "end": 3161.39, "word": " weakness", "probability": 0.74560546875}, {"start": 3161.39, "end": 3162.09, "word": " أيوه", "probability": 0.6625162760416666}, {"start": 3162.09, "end": 3164.23, "word": " يمكن", "probability": 0.90185546875}, {"start": 3164.23, "end": 3164.63, "word": " ال", "probability": 0.31005859375}, {"start": 3164.63, "end": 3164.83, "word": " ..", "probability": 0.4736328125}, {"start": 3164.83, "end": 3165.33, "word": " خليني", "probability": 0.88623046875}, {"start": 3165.33, "end": 3165.61, "word": " أبدأ", "probability": 0.9274088541666666}, {"start": 3165.61, "end": 3166.07, "word": " بنفسي", "probability": 0.9830729166666666}, {"start": 3166.07, "end": 3166.41, "word": " بنقاط", "probability": 0.7708333333333334}, {"start": 3166.41, "end": 3167.25, "word": " الضعف", "probability": 0.954345703125}, {"start": 3167.25, "end": 3169.19, "word": " النقاط", "probability": 0.7268473307291666}, {"start": 3169.19, "end": 3169.67, "word": " الضعف", "probability": 0.9722900390625}, {"start": 3169.67, "end": 3169.99, "word": " متن", "probability": 0.567138671875}, {"start": 3169.99, "end": 3170.35, "word": " عصبي", "probability": 0.556640625}, {"start": 3170.35, "end": 3170.61, "word": " طبعا", "probability": 0.9473876953125}, {"start": 3170.61, "end": 3170.89, "word": " نقاط", "probability": 0.95849609375}, {"start": 3170.89, "end": 3171.17, "word": " القوة", "probability": 0.9912109375}, {"start": 3171.17, "end": 3171.31, "word": " في", "probability": 0.69580078125}, {"start": 3171.31, "end": 3171.77, "word": " المؤسسات", "probability": 0.9806640625}, {"start": 3171.77, "end": 3171.89, "word": " ليه", "probability": 0.774658203125}, {"start": 3171.89, "end": 3172.31, "word": " توفر", "probability": 0.91845703125}, {"start": 3172.31, "end": 3172.79, "word": " الموارد", "probability": 0.592041015625}, {"start": 3172.79, "end": 3173.19, "word": " القيادة", "probability": 0.93603515625}, {"start": 3173.19, "end": 3173.75, "word": " دموقراطية", "probability": 0.7347819010416666}, {"start": 3173.75, "end": 3174.17, "word": " القيادة", "probability": 0.937255859375}, {"start": 3174.17, "end": 3174.47, "word": " الناجحة", "probability": 0.9349365234375}, {"start": 3174.47, "end": 3174.59, "word": " دي", "probability": 0.6739501953125}, {"start": 3174.59, "end": 3174.69, "word": " كل", "probability": 0.86865234375}, {"start": 3174.69, "end": 3174.93, "word": " نقاط", "probability": 0.7757161458333334}, {"start": 3174.93, "end": 3175.17, "word": " قوة", "probability": 0.9910481770833334}, {"start": 3175.17, "end": 3175.73, "word": " المؤسسة", "probability": 0.89912109375}, {"start": 3175.73, "end": 3176.73, "word": " الفرص", "probability": 0.91845703125}, {"start": 3176.73, "end": 3177.55, "word": " أو", "probability": 0.82470703125}, {"start": 3177.55, "end": 3177.87, "word": " إنه", "probability": 0.72119140625}, {"start": 3177.87, "end": 3178.01, "word": " في", "probability": 0.958984375}, {"start": 3178.01, "end": 3179.09, "word": " أمامنا", "probability": 0.94775390625}, {"start": 3179.09, "end": 3180.79, "word": " استقرار", "probability": 0.9658203125}, {"start": 3180.79, "end": 3181.03, "word": " يعني", "probability": 0.895263671875}, {"start": 3181.03, "end": 3181.19, "word": " في", "probability": 0.96630859375}, {"start": 3181.19, "end": 3181.85, "word": " المؤسسة", "probability": 0.99775390625}, {"start": 3181.85, "end": 3182.85, "word": " نقاط", "probability": 0.9597981770833334}, {"start": 3182.85, "end": 3183.51, "word": " الضعف", "probability": 0.986083984375}, {"start": 3183.51, "end": 3184.23, "word": " كل", "probability": 0.4013671875}, {"start": 3184.23, "end": 3184.35, "word": " ..", "probability": 0.67578125}, {"start": 3184.35, "end": 3184.71, "word": " كمان", "probability": 0.7173665364583334}, {"start": 3184.71, "end": 3185.01, "word": " لله", "probability": 0.8349609375}, {"start": 3185.01, "end": 3185.29, "word": " مافيش", "probability": 0.727294921875}, {"start": 3185.29, "end": 3185.63, "word": " إنسان", "probability": 0.8951822916666666}, {"start": 3185.63, "end": 3185.97, "word": " بيحكي", "probability": 0.92666015625}, {"start": 3185.97, "end": 3186.11, "word": " إنه", "probability": 0.653564453125}, {"start": 3186.11, "end": 3186.31, "word": " ماعديش", "probability": 0.593963623046875}, {"start": 3186.31, "end": 3186.51, "word": " نقاط", "probability": 0.8271484375}, {"start": 3186.51, "end": 3186.75, "word": " ضعف", "probability": 0.9915364583333334}, {"start": 3186.75, "end": 3187.25, "word": " مستحيل", "probability": 0.9354248046875}], "temperature": 1.0}, {"id": 126, "seek": 321428, "start": 3187.74, "end": 3214.28, "text": "معناه هو مش فاهم تركيبته الشخصية، مش فاهم نفسه، لو قاعد مع حد مختص ممكن يساعده، نبدأ .. نعكس الآن، نبدأ بقيمة يمكن من نقاط الضعف، أنا عندي .. بحبش أتعامل مع ال .. عندي مشكلة في التعامل مع الناس اللي .. اللي .. اللي بتكذب، يعني أنا عندي مشكلة في الكذب، فأنا ب .. لأن التقم الكاذبي؟ أه، فعندي مشكلة في التعامل معاهم، مقدرش أتعامل معاهم خلاص، أتعاملتي مرة واحدة، اكتشفتي نص صابين خلاص صحيح، فليش نفتقر نعكس الحلم", "tokens": [2304, 3615, 8315, 3224, 31439, 37893, 6156, 995, 16095, 6055, 31747, 1829, 3555, 47395, 25124, 9778, 9381, 10632, 12399, 37893, 6156, 995, 16095, 8717, 36178, 3224, 12399, 45164, 12174, 995, 22488, 20449, 11331, 3215, 3714, 46456, 9381, 3714, 43020, 7251, 3794, 995, 22488, 3224, 12399, 8717, 44510, 10721, 4386, 8717, 3615, 4117, 3794, 6024, 48506, 12399, 8717, 44510, 10721, 4724, 4587, 32640, 3660, 7251, 43020, 9154, 8717, 4587, 41193, 6024, 114, 3615, 5172, 12399, 41850, 18871, 16254, 4386, 4724, 5016, 3555, 8592, 5551, 2655, 3615, 10943, 1211, 20449, 2423, 4386, 18871, 16254, 37893, 28820, 3660, 8978, 16712, 3615, 10943, 1211, 20449, 2423, 8315, 3794, 13672, 1829, 4386, 13672, 1829, 4386, 13672, 1829, 39894, 4117, 8848, 3555, 12399, 37495, 22653, 41850, 18871, 16254, 37893, 28820, 3660, 8978, 33251, 8848, 3555, 12399, 6156, 10721, 8315, 4724, 4386, 5296, 33456, 16712, 4587, 2304, 33251, 45636, 21292, 22807, 5551, 3224, 12399, 6156, 3615, 1863, 16254, 37893, 28820, 3660, 8978, 16712, 3615, 10943, 1211, 20449, 995, 16095, 12399, 3714, 28543, 2288, 8592, 5551, 2655, 3615, 10943, 1211, 20449, 995, 16095, 16490, 1211, 33546, 12399, 5551, 2655, 3615, 10943, 1211, 31371, 3714, 25720, 36764, 24401, 3660, 12399, 1975, 4117, 2655, 8592, 5172, 31371, 8717, 9381, 20328, 16758, 9957, 16490, 1211, 33546, 20328, 5016, 1829, 5016, 12399, 6156, 20292, 8592, 8717, 5172, 2655, 4587, 2288, 8717, 3615, 4117, 3794, 21542, 19528], "avg_logprob": -0.19888888676961264, "compression_ratio": 2.3758169934640523, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3187.74, "end": 3188.08, "word": "معناه", "probability": 0.932861328125}, {"start": 3188.08, "end": 3188.3, "word": " هو", "probability": 0.970703125}, {"start": 3188.3, "end": 3188.54, "word": " مش", "probability": 0.978515625}, {"start": 3188.54, "end": 3188.78, "word": " فاهم", "probability": 0.93115234375}, {"start": 3188.78, "end": 3189.3, "word": " تركيبته", "probability": 0.90791015625}, {"start": 3189.3, "end": 3189.78, "word": " الشخصية،", "probability": 0.842724609375}, {"start": 3189.78, "end": 3189.88, "word": " مش", "probability": 0.93603515625}, {"start": 3189.88, "end": 3190.06, "word": " فاهم", "probability": 0.9871419270833334}, {"start": 3190.06, "end": 3190.96, "word": " نفسه،", "probability": 0.9227294921875}, {"start": 3190.96, "end": 3191.1, "word": " لو", "probability": 0.9755859375}, {"start": 3191.1, "end": 3191.38, "word": " قاعد", "probability": 0.90234375}, {"start": 3191.38, "end": 3191.56, "word": " مع", "probability": 0.93701171875}, {"start": 3191.56, "end": 3191.76, "word": " حد", "probability": 0.76318359375}, {"start": 3191.76, "end": 3192.28, "word": " مختص", "probability": 0.8736979166666666}, {"start": 3192.28, "end": 3192.58, "word": " ممكن", "probability": 0.93310546875}, {"start": 3192.58, "end": 3193.46, "word": " يساعده،", "probability": 0.9344889322916666}, {"start": 3193.46, "end": 3193.72, "word": " نبدأ", "probability": 0.9264322916666666}, {"start": 3193.72, "end": 3193.82, "word": " ..", "probability": 0.5654296875}, {"start": 3193.82, "end": 3194.22, "word": " نعكس", "probability": 0.948974609375}, {"start": 3194.22, "end": 3194.54, "word": " الآن،", "probability": 0.79833984375}, {"start": 3194.54, "end": 3194.8, "word": " نبدأ", "probability": 0.98486328125}, {"start": 3194.8, "end": 3195.36, "word": " بقيمة", "probability": 0.779052734375}, {"start": 3195.36, "end": 3196.0, "word": " يمكن", "probability": 0.791748046875}, {"start": 3196.0, "end": 3196.18, "word": " من", "probability": 0.9833984375}, {"start": 3196.18, "end": 3196.56, "word": " نقاط", "probability": 0.7811686197916666}, {"start": 3196.56, "end": 3197.2, "word": " الضعف،", "probability": 0.84423828125}, {"start": 3197.2, "end": 3197.3, "word": " أنا", "probability": 0.76123046875}, {"start": 3197.3, "end": 3197.84, "word": " عندي", "probability": 0.857666015625}, {"start": 3197.84, "end": 3198.9, "word": " ..", "probability": 0.96337890625}, {"start": 3198.9, "end": 3199.42, "word": " بحبش", "probability": 0.8868408203125}, {"start": 3199.42, "end": 3200.06, "word": " أتعامل", "probability": 0.95341796875}, {"start": 3200.06, "end": 3200.24, "word": " مع", "probability": 0.9658203125}, {"start": 3200.24, "end": 3200.44, "word": " ال", "probability": 0.927734375}, {"start": 3200.44, "end": 3200.5, "word": " ..", "probability": 0.982421875}, {"start": 3200.5, "end": 3200.76, "word": " عندي", "probability": 0.965087890625}, {"start": 3200.76, "end": 3201.12, "word": " مشكلة", "probability": 0.98828125}, {"start": 3201.12, "end": 3201.2, "word": " في", "probability": 0.96435546875}, {"start": 3201.2, "end": 3201.58, "word": " التعامل", "probability": 0.995849609375}, {"start": 3201.58, "end": 3201.74, "word": " مع", "probability": 0.9931640625}, {"start": 3201.74, "end": 3202.04, "word": " الناس", "probability": 0.99560546875}, {"start": 3202.04, "end": 3202.32, "word": " اللي", "probability": 0.81298828125}, {"start": 3202.32, "end": 3202.42, "word": " ..", "probability": 0.806640625}, {"start": 3202.42, "end": 3202.78, "word": " اللي", "probability": 0.9658203125}, {"start": 3202.78, "end": 3202.78, "word": " ..", "probability": 0.70703125}, {"start": 3202.78, "end": 3203.0, "word": " اللي", "probability": 0.98681640625}, {"start": 3203.0, "end": 3203.82, "word": " بتكذب،", "probability": 0.83056640625}, {"start": 3203.82, "end": 3203.96, "word": " يعني", "probability": 0.983642578125}, {"start": 3203.96, "end": 3204.1, "word": " أنا", "probability": 0.84912109375}, {"start": 3204.1, "end": 3204.3, "word": " عندي", "probability": 0.941162109375}, {"start": 3204.3, "end": 3204.72, "word": " مشكلة", "probability": 0.9892578125}, {"start": 3204.72, "end": 3204.82, "word": " في", "probability": 0.97998046875}, {"start": 3204.82, "end": 3205.3, "word": " الكذب،", "probability": 0.86083984375}, {"start": 3205.3, "end": 3205.58, "word": " فأنا", "probability": 0.87255859375}, {"start": 3205.58, "end": 3205.68, "word": " ب", "probability": 0.5673828125}, {"start": 3205.68, "end": 3205.72, "word": " ..", "probability": 0.63623046875}, {"start": 3205.72, "end": 3205.8, "word": " لأن", "probability": 0.182525634765625}, {"start": 3205.8, "end": 3206.2, "word": " التقم", "probability": 0.7605794270833334}, {"start": 3206.2, "end": 3206.92, "word": " الكاذبي؟", "probability": 0.7891845703125}, {"start": 3206.92, "end": 3207.22, "word": " أه،", "probability": 0.7867838541666666}, {"start": 3207.22, "end": 3207.64, "word": " فعندي", "probability": 0.9132080078125}, {"start": 3207.64, "end": 3207.98, "word": " مشكلة", "probability": 0.9869791666666666}, {"start": 3207.98, "end": 3208.04, "word": " في", "probability": 0.9853515625}, {"start": 3208.04, "end": 3208.4, "word": " التعامل", "probability": 0.9981689453125}, {"start": 3208.4, "end": 3208.62, "word": " معاهم،", "probability": 0.80816650390625}, {"start": 3208.62, "end": 3208.9, "word": " مقدرش", "probability": 0.793212890625}, {"start": 3208.9, "end": 3209.3, "word": " أتعامل", "probability": 0.97607421875}, {"start": 3209.3, "end": 3209.54, "word": " معاهم", "probability": 0.9915364583333334}, {"start": 3209.54, "end": 3209.84, "word": " خلاص،", "probability": 0.81494140625}, {"start": 3209.84, "end": 3210.22, "word": " أتعاملتي", "probability": 0.8343912760416666}, {"start": 3210.22, "end": 3210.36, "word": " مرة", "probability": 0.978759765625}, {"start": 3210.36, "end": 3210.66, "word": " واحدة،", "probability": 0.9027099609375}, {"start": 3210.66, "end": 3210.94, "word": " اكتشفتي", "probability": 0.8049723307291666}, {"start": 3210.94, "end": 3211.16, "word": " نص", "probability": 0.6201171875}, {"start": 3211.16, "end": 3211.42, "word": " صابين", "probability": 0.78515625}, {"start": 3211.42, "end": 3211.8, "word": " خلاص", "probability": 0.8798828125}, {"start": 3211.8, "end": 3212.76, "word": " صحيح،", "probability": 0.7246337890625}, {"start": 3212.76, "end": 3213.26, "word": " فليش", "probability": 0.5088704427083334}, {"start": 3213.26, "end": 3213.66, "word": " نفتقر", "probability": 0.620947265625}, {"start": 3213.66, "end": 3214.06, "word": " نعكس", "probability": 0.774444580078125}, {"start": 3214.06, "end": 3214.28, "word": " الحلم", "probability": 0.51287841796875}], "temperature": 1.0}, {"id": 127, "seek": 323382, "start": 3215.16, "end": 3233.82, "text": "نقص الضعف لإن انت مضطرة خصوصا في بيئة العمل انك تتعاملي معاك .. اه احنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا نحنا", "tokens": [1863, 4587, 9381, 6024, 114, 3615, 5172, 5296, 28814, 1863, 16472, 2655, 3714, 11242, 9566, 25720, 16490, 9381, 2407, 9381, 995, 8978, 4724, 1829, 19986, 3660, 18863, 42213, 16472, 4117, 6055, 2655, 3615, 10943, 20292, 20449, 995, 4117, 4386, 1975, 3224, 1975, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315, 8717, 5016, 8315], "avg_logprob": -0.14875, "compression_ratio": 6.224299065420561, "no_speech_prob": 1.9669532775878906e-06, "words": [{"start": 3215.16, "end": 3215.74, "word": "نقص", "probability": 0.88671875}, {"start": 3215.74, "end": 3216.02, "word": " الضعف", "probability": 0.781097412109375}, {"start": 3216.02, "end": 3216.22, "word": " لإن", "probability": 0.8068033854166666}, {"start": 3216.22, "end": 3216.46, "word": " انت", "probability": 0.7095947265625}, {"start": 3216.46, "end": 3216.96, "word": " مضطرة", "probability": 0.7440185546875}, {"start": 3216.96, "end": 3217.4, "word": " خصوصا", "probability": 0.97548828125}, {"start": 3217.4, "end": 3217.54, "word": " في", "probability": 0.9296875}, {"start": 3217.54, "end": 3217.84, "word": " بيئة", "probability": 0.9718017578125}, {"start": 3217.84, "end": 3218.14, "word": " العمل", "probability": 0.90869140625}, {"start": 3218.14, "end": 3218.5, "word": " انك", "probability": 0.7724609375}, {"start": 3218.5, "end": 3218.98, "word": " تتعاملي", "probability": 0.769775390625}, {"start": 3218.98, "end": 3219.32, "word": " معاك", "probability": 0.8294270833333334}, {"start": 3219.32, "end": 3219.34, "word": " ..", "probability": 0.5595703125}, {"start": 3219.34, "end": 3219.34, "word": " اه", "probability": 0.46502685546875}, {"start": 3219.34, "end": 3219.34, "word": " احنا", "probability": 0.64361572265625}, {"start": 3219.34, "end": 3219.34, "word": " نحنا", "probability": 0.3314208984375}, {"start": 3219.34, "end": 3219.34, "word": " نحنا", "probability": 0.470703125}, {"start": 3219.34, "end": 3219.34, "word": " نحنا", "probability": 0.6560872395833334}, {"start": 3219.34, "end": 3219.44, "word": " نحنا", "probability": 0.7750651041666666}, {"start": 3219.44, "end": 3220.32, "word": " نحنا", "probability": 0.77880859375}, {"start": 3220.32, "end": 3220.54, "word": " نحنا", "probability": 0.7822265625}, {"start": 3220.54, "end": 3220.62, "word": " نحنا", "probability": 0.7998046875}, {"start": 3220.62, "end": 3220.64, "word": " نحنا", "probability": 0.8255208333333334}, {"start": 3220.64, "end": 3220.72, "word": " نحنا", "probability": 0.8577473958333334}, {"start": 3220.72, "end": 3220.78, "word": " نحنا", "probability": 0.8846028645833334}, {"start": 3220.78, "end": 3220.82, "word": " نحنا", "probability": 0.9078776041666666}, {"start": 3220.82, "end": 3220.82, "word": " نحنا", "probability": 0.9239908854166666}, {"start": 3220.82, "end": 3220.98, "word": " نحنا", "probability": 0.9353841145833334}, {"start": 3220.98, "end": 3221.28, "word": " نحنا", "probability": 0.9446614583333334}, {"start": 3221.28, "end": 3221.28, "word": " نحنا", "probability": 0.9500325520833334}, {"start": 3221.28, "end": 3221.28, "word": " نحنا", "probability": 0.95458984375}, {"start": 3221.28, "end": 3221.28, "word": " نحنا", "probability": 0.9586588541666666}, {"start": 3221.28, "end": 3221.28, "word": " نحنا", "probability": 0.9611002604166666}, {"start": 3221.28, "end": 3221.28, "word": " نحنا", "probability": 0.962890625}, {"start": 3221.28, "end": 3221.3, "word": " نحنا", "probability": 0.9635416666666666}, {"start": 3221.3, "end": 3221.42, "word": " نحنا", "probability": 0.9661458333333334}, {"start": 3221.42, "end": 3221.88, "word": " نحنا", "probability": 0.9671223958333334}, {"start": 3221.88, "end": 3221.88, "word": " نحنا", "probability": 0.96923828125}, {"start": 3221.88, "end": 3221.88, "word": " نحنا", "probability": 0.9690755208333334}, {"start": 3221.88, "end": 3221.88, "word": " نحنا", "probability": 0.9698893229166666}, {"start": 3221.88, "end": 3222.0, "word": " نحنا", "probability": 0.9700520833333334}, {"start": 3222.0, "end": 3222.52, "word": " نحنا", "probability": 0.97119140625}, {"start": 3222.52, "end": 3223.08, "word": " نحنا", "probability": 0.9705403645833334}, {"start": 3223.08, "end": 3225.62, "word": " نحنا", "probability": 0.9703776041666666}, {"start": 3225.62, "end": 3225.62, "word": " نحنا", "probability": 0.9710286458333334}, {"start": 3225.62, "end": 3225.62, "word": " نحنا", "probability": 0.97119140625}, {"start": 3225.62, "end": 3226.06, "word": " نحنا", "probability": 0.9705403645833334}, {"start": 3226.06, "end": 3226.08, "word": " نحنا", "probability": 0.9708658854166666}, {"start": 3226.08, "end": 3226.08, "word": " نحنا", "probability": 0.9716796875}, {"start": 3226.08, "end": 3226.08, "word": " نحنا", "probability": 0.9713541666666666}, {"start": 3226.08, "end": 3226.08, "word": " نحنا", "probability": 0.9698893229166666}, {"start": 3226.08, "end": 3226.08, "word": " نحنا", "probability": 0.970703125}, {"start": 3226.08, "end": 3226.08, "word": " نحنا", "probability": 0.9694010416666666}, {"start": 3226.08, "end": 3226.08, "word": " نحنا", "probability": 0.9690755208333334}, {"start": 3226.08, "end": 3226.08, "word": " نحنا", "probability": 0.96875}, {"start": 3226.08, "end": 3226.28, "word": " نحنا", "probability": 0.9674479166666666}, {"start": 3226.28, "end": 3226.28, "word": " نحنا", "probability": 0.9677734375}, {"start": 3226.28, "end": 3226.28, "word": " نحنا", "probability": 0.9654947916666666}, {"start": 3226.28, "end": 3226.28, "word": " نحنا", "probability": 0.9651692708333334}, {"start": 3226.28, "end": 3226.28, "word": " نحنا", "probability": 0.96337890625}, {"start": 3226.28, "end": 3226.28, "word": " نحنا", "probability": 0.9619140625}, {"start": 3226.28, "end": 3226.28, "word": " نحنا", "probability": 0.9588216145833334}, {"start": 3226.28, "end": 3226.28, "word": " نحنا", "probability": 0.9586588541666666}, {"start": 3226.28, "end": 3226.28, "word": " نحنا", "probability": 0.9544270833333334}, {"start": 3226.28, "end": 3226.28, "word": " نحنا", "probability": 0.9542643229166666}, {"start": 3226.28, "end": 3226.28, "word": " نحنا", "probability": 0.9542643229166666}, {"start": 3226.28, "end": 3226.28, "word": " نحنا", "probability": 0.95068359375}, {"start": 3226.28, "end": 3226.28, "word": " نحنا", "probability": 0.9474283854166666}, {"start": 3226.28, "end": 3228.08, "word": " نحنا", "probability": 0.9427083333333334}, {"start": 3228.08, "end": 3229.94, "word": " نحنا", "probability": 0.9420572916666666}, {"start": 3229.94, "end": 3230.82, "word": " نحنا", "probability": 0.9412434895833334}, {"start": 3230.82, "end": 3231.2, "word": " نحنا", "probability": 0.93603515625}, {"start": 3231.2, "end": 3232.2, "word": " نحنا", "probability": 0.9290364583333334}, {"start": 3232.2, "end": 3233.28, "word": " نحنا", "probability": 0.9192708333333334}, {"start": 3233.28, "end": 3233.82, "word": " نحنا", "probability": 0.9212239583333334}], "temperature": 1.0}, {"id": 128, "seek": 326547, "start": 3244.81, "end": 3265.47, "text": "شكرا يا ميهان، بتعيط بسرعة؟ لأ، لأ لأ لأ مابعيط، ماشي، شكرا، هاي نقطة يمكن مش ضعف بس إشي سلبي برضه إنه أنت مابتقدرش تتعبر يعني، هي الشغل اللي أنت بتتعبر فيها عن ذاتك، عن مشاعرك، تقدرش، لأ هي البكاء تخفيف ضغط نفسي، صحيح، ماشي، طب فكرة التعبر يعني لو حدا جاملك؟", "tokens": [8592, 4117, 23557, 35186, 3714, 1829, 3224, 7649, 12399, 39894, 3615, 1829, 9566, 4724, 3794, 2288, 27884, 22807, 5296, 10721, 12399, 5296, 10721, 5296, 10721, 5296, 10721, 3714, 16758, 3615, 1829, 9566, 12399, 3714, 33599, 1829, 12399, 13412, 4117, 23557, 12399, 8032, 47302, 8717, 47432, 3660, 7251, 43020, 37893, 48812, 3615, 5172, 4724, 3794, 11933, 8592, 1829, 8608, 1211, 21292, 4724, 43042, 3224, 36145, 3224, 14739, 2655, 3714, 16758, 2655, 28543, 2288, 8592, 6055, 2655, 3615, 3555, 2288, 37495, 22653, 12399, 39896, 25124, 17082, 1211, 13672, 1829, 14739, 2655, 39894, 2655, 3615, 3555, 2288, 8978, 11296, 18871, 29910, 9307, 4117, 12399, 18871, 37893, 45761, 31747, 12399, 6055, 28543, 2288, 8592, 12399, 5296, 10721, 39896, 29739, 4117, 16606, 6055, 9778, 5172, 33911, 48812, 17082, 9566, 8717, 36178, 1829, 12399, 20328, 5016, 1829, 5016, 12399, 3714, 33599, 1829, 12399, 23032, 3555, 6156, 4117, 25720, 16712, 3615, 3555, 2288, 37495, 22653, 45164, 11331, 28259, 10874, 10943, 1211, 4117, 22807], "avg_logprob": -0.30115446239520033, "compression_ratio": 1.9872340425531916, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 3244.81, "end": 3245.27, "word": "شكرا", "probability": 0.740966796875}, {"start": 3245.27, "end": 3245.43, "word": " يا", "probability": 0.58251953125}, {"start": 3245.43, "end": 3245.67, "word": " ميهان،", "probability": 0.586083984375}, {"start": 3245.67, "end": 3245.97, "word": " بتعيط", "probability": 0.67852783203125}, {"start": 3245.97, "end": 3246.91, "word": " بسرعة؟", "probability": 0.894921875}, {"start": 3246.91, "end": 3247.93, "word": " لأ،", "probability": 0.5648600260416666}, {"start": 3247.93, "end": 3248.31, "word": " لأ", "probability": 0.800537109375}, {"start": 3248.31, "end": 3248.47, "word": " لأ", "probability": 0.933349609375}, {"start": 3248.47, "end": 3248.63, "word": " لأ", "probability": 0.7919921875}, {"start": 3248.63, "end": 3249.39, "word": " مابعيط،", "probability": 0.7344970703125}, {"start": 3249.39, "end": 3249.45, "word": " ماشي،", "probability": 0.665283203125}, {"start": 3249.45, "end": 3250.15, "word": " شكرا،", "probability": 0.843505859375}, {"start": 3250.15, "end": 3250.41, "word": " هاي", "probability": 0.6300048828125}, {"start": 3250.41, "end": 3250.75, "word": " نقطة", "probability": 0.8907877604166666}, {"start": 3250.75, "end": 3251.05, "word": " يمكن", "probability": 0.5948486328125}, {"start": 3251.05, "end": 3251.53, "word": " مش", "probability": 0.970703125}, {"start": 3251.53, "end": 3251.95, "word": " ضعف", "probability": 0.9462890625}, {"start": 3251.95, "end": 3252.29, "word": " بس", "probability": 0.9326171875}, {"start": 3252.29, "end": 3252.71, "word": " إشي", "probability": 0.7913411458333334}, {"start": 3252.71, "end": 3253.07, "word": " سلبي", "probability": 0.8592122395833334}, {"start": 3253.07, "end": 3253.39, "word": " برضه", "probability": 0.99072265625}, {"start": 3253.39, "end": 3253.61, "word": " إنه", "probability": 0.4598388671875}, {"start": 3253.61, "end": 3253.73, "word": " أنت", "probability": 0.67822265625}, {"start": 3253.73, "end": 3254.23, "word": " مابتقدرش", "probability": 0.8704427083333334}, {"start": 3254.23, "end": 3254.71, "word": " تتعبر", "probability": 0.658203125}, {"start": 3254.71, "end": 3255.01, "word": " يعني،", "probability": 0.7579752604166666}, {"start": 3255.01, "end": 3255.11, "word": " هي", "probability": 0.83447265625}, {"start": 3255.11, "end": 3256.37, "word": " الشغل", "probability": 0.6946614583333334}, {"start": 3256.37, "end": 3256.45, "word": " اللي", "probability": 0.751220703125}, {"start": 3256.45, "end": 3256.51, "word": " أنت", "probability": 0.814453125}, {"start": 3256.51, "end": 3256.95, "word": " بتتعبر", "probability": 0.79580078125}, {"start": 3256.95, "end": 3257.17, "word": " فيها", "probability": 0.95654296875}, {"start": 3257.17, "end": 3257.33, "word": " عن", "probability": 0.99267578125}, {"start": 3257.33, "end": 3258.15, "word": " ذاتك،", "probability": 0.9541015625}, {"start": 3258.15, "end": 3258.35, "word": " عن", "probability": 0.9775390625}, {"start": 3258.35, "end": 3258.83, "word": " مشاعرك،", "probability": 0.8924560546875}, {"start": 3258.83, "end": 3258.85, "word": " تقدرش،", "probability": 0.670947265625}, {"start": 3258.85, "end": 3259.03, "word": " لأ", "probability": 0.920654296875}, {"start": 3259.03, "end": 3259.21, "word": " هي", "probability": 0.4111328125}, {"start": 3259.21, "end": 3260.21, "word": " البكاء", "probability": 0.8658854166666666}, {"start": 3260.21, "end": 3261.29, "word": " تخفيف", "probability": 0.949951171875}, {"start": 3261.29, "end": 3261.67, "word": " ضغط", "probability": 0.8798828125}, {"start": 3261.67, "end": 3262.39, "word": " نفسي،", "probability": 0.9559326171875}, {"start": 3262.39, "end": 3263.09, "word": " صحيح،", "probability": 0.830224609375}, {"start": 3263.09, "end": 3263.47, "word": " ماشي،", "probability": 0.7694091796875}, {"start": 3263.47, "end": 3263.59, "word": " طب", "probability": 0.888671875}, {"start": 3263.59, "end": 3263.89, "word": " فكرة", "probability": 0.524169921875}, {"start": 3263.89, "end": 3264.37, "word": " التعبر", "probability": 0.7630615234375}, {"start": 3264.37, "end": 3264.51, "word": " يعني", "probability": 0.95458984375}, {"start": 3264.51, "end": 3264.67, "word": " لو", "probability": 0.96240234375}, {"start": 3264.67, "end": 3264.87, "word": " حدا", "probability": 0.77685546875}, {"start": 3264.87, "end": 3265.47, "word": " جاملك؟", "probability": 0.825}], "temperature": 1.0}, {"id": 129, "seek": 329366, "start": 3266.26, "end": 3293.66, "text": "أه أكيد، يعني اتعودت أول ما .. يعني خصوصا أول ما اشتغلت كان عندي مشكلة في الموضوع المجملات و بعدين اتعودت في العزيات كان في مشكلة هيك يعني الأشياء اللي مش متعودين عليها كيف نواسي يعني بعدين؟ لأ هلأ أحسن بتعرف تواسي؟ ماشي أحسن على فيك فضليا أستاذة الشعب كله خساسة", "tokens": [10721, 3224, 5551, 4117, 25708, 12399, 37495, 22653, 1975, 2655, 3615, 23328, 2655, 5551, 12610, 19446, 4386, 37495, 22653, 16490, 9381, 2407, 9381, 995, 5551, 12610, 19446, 1975, 8592, 2655, 17082, 1211, 2655, 25961, 18871, 16254, 37893, 28820, 3660, 8978, 9673, 2407, 11242, 45367, 9673, 7435, 42213, 9307, 4032, 39182, 9957, 1975, 2655, 3615, 23328, 2655, 8978, 18863, 11622, 1829, 9307, 25961, 8978, 37893, 28820, 3660, 39896, 4117, 37495, 22653, 16247, 8592, 1829, 16606, 13672, 1829, 37893, 44650, 3615, 23328, 9957, 25894, 11296, 9122, 33911, 8717, 14407, 3794, 1829, 37495, 22653, 39182, 9957, 22807, 5296, 10721, 8032, 1211, 10721, 5551, 5016, 3794, 1863, 39894, 3615, 28480, 6055, 14407, 3794, 1829, 22807, 3714, 33599, 1829, 5551, 5016, 3794, 1863, 15844, 8978, 4117, 6156, 11242, 1211, 25528, 5551, 14851, 45636, 3660, 25124, 3615, 3555, 28242, 3224, 16490, 3794, 32277, 3660], "avg_logprob": -0.22088578493475056, "compression_ratio": 2.0432900432900434, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3266.26, "end": 3266.56, "word": "أه", "probability": 0.7120361328125}, {"start": 3266.56, "end": 3267.68, "word": " أكيد،", "probability": 0.7284088134765625}, {"start": 3267.68, "end": 3269.32, "word": " يعني", "probability": 0.781982421875}, {"start": 3269.32, "end": 3269.92, "word": " اتعودت", "probability": 0.903125}, {"start": 3269.92, "end": 3270.24, "word": " أول", "probability": 0.75927734375}, {"start": 3270.24, "end": 3270.46, "word": " ما", "probability": 0.9140625}, {"start": 3270.46, "end": 3270.7, "word": " ..", "probability": 0.2802734375}, {"start": 3270.7, "end": 3270.84, "word": " يعني", "probability": 0.90771484375}, {"start": 3270.84, "end": 3271.42, "word": " خصوصا", "probability": 0.9091796875}, {"start": 3271.42, "end": 3271.66, "word": " أول", "probability": 0.952880859375}, {"start": 3271.66, "end": 3271.78, "word": " ما", "probability": 0.79443359375}, {"start": 3271.78, "end": 3272.28, "word": " اشتغلت", "probability": 0.9010009765625}, {"start": 3272.28, "end": 3272.44, "word": " كان", "probability": 0.970703125}, {"start": 3272.44, "end": 3272.66, "word": " عندي", "probability": 0.798583984375}, {"start": 3272.66, "end": 3273.04, "word": " مشكلة", "probability": 0.9851888020833334}, {"start": 3273.04, "end": 3273.14, "word": " في", "probability": 0.89013671875}, {"start": 3273.14, "end": 3273.4, "word": " الموضوع", "probability": 0.942626953125}, {"start": 3273.4, "end": 3273.96, "word": " المجملات", "probability": 0.76904296875}, {"start": 3273.96, "end": 3274.04, "word": " و", "probability": 0.28662109375}, {"start": 3274.04, "end": 3274.26, "word": " بعدين", "probability": 0.932861328125}, {"start": 3274.26, "end": 3274.92, "word": " اتعودت", "probability": 0.92294921875}, {"start": 3274.92, "end": 3277.88, "word": " في", "probability": 0.57568359375}, {"start": 3277.88, "end": 3279.42, "word": " العزيات", "probability": 0.85302734375}, {"start": 3279.42, "end": 3279.62, "word": " كان", "probability": 0.96435546875}, {"start": 3279.62, "end": 3279.78, "word": " في", "probability": 0.492431640625}, {"start": 3279.78, "end": 3280.24, "word": " مشكلة", "probability": 0.9850260416666666}, {"start": 3280.24, "end": 3280.46, "word": " هيك", "probability": 0.908203125}, {"start": 3280.46, "end": 3280.58, "word": " يعني", "probability": 0.868896484375}, {"start": 3280.58, "end": 3280.86, "word": " الأشياء", "probability": 0.9122314453125}, {"start": 3280.86, "end": 3280.96, "word": " اللي", "probability": 0.880615234375}, {"start": 3280.96, "end": 3281.06, "word": " مش", "probability": 0.99267578125}, {"start": 3281.06, "end": 3281.48, "word": " متعودين", "probability": 0.9859619140625}, {"start": 3281.48, "end": 3282.08, "word": " عليها", "probability": 0.98291015625}, {"start": 3282.08, "end": 3282.54, "word": " كيف", "probability": 0.6505126953125}, {"start": 3282.54, "end": 3283.0, "word": " نواسي", "probability": 0.873046875}, {"start": 3283.0, "end": 3283.52, "word": " يعني", "probability": 0.86962890625}, {"start": 3283.52, "end": 3284.28, "word": " بعدين؟", "probability": 0.7376302083333334}, {"start": 3284.28, "end": 3284.46, "word": " لأ", "probability": 0.9345703125}, {"start": 3284.46, "end": 3284.68, "word": " هلأ", "probability": 0.8636067708333334}, {"start": 3284.68, "end": 3285.24, "word": " أحسن", "probability": 0.983154296875}, {"start": 3285.24, "end": 3285.56, "word": " بتعرف", "probability": 0.78662109375}, {"start": 3285.56, "end": 3286.16, "word": " تواسي؟", "probability": 0.89560546875}, {"start": 3286.16, "end": 3287.06, "word": " ماشي", "probability": 0.9689127604166666}, {"start": 3287.06, "end": 3287.34, "word": " أحسن", "probability": 0.7562255859375}, {"start": 3287.34, "end": 3287.5, "word": " على", "probability": 0.57470703125}, {"start": 3287.5, "end": 3287.66, "word": " فيك", "probability": 0.412109375}, {"start": 3287.66, "end": 3289.22, "word": " فضليا", "probability": 0.500732421875}, {"start": 3289.22, "end": 3291.06, "word": " أستاذة", "probability": 0.895751953125}, {"start": 3291.06, "end": 3291.82, "word": " الشعب", "probability": 0.7836100260416666}, {"start": 3291.82, "end": 3292.9, "word": " كله", "probability": 0.986572265625}, {"start": 3292.9, "end": 3293.66, "word": " خساسة", "probability": 0.89501953125}], "temperature": 1.0}, {"id": 130, "seek": 330426, "start": 3302.28, "end": 3304.26, "text": "انت شعب الجباني هذا", "tokens": [7649, 2655, 13412, 3615, 3555, 25724, 3555, 7649, 1829, 23758], "avg_logprob": -0.4904119534925981, "compression_ratio": 0.7954545454545454, "no_speech_prob": 1.6689300537109375e-06, "words": [{"start": 3302.2799999999997, "end": 3303.12, "word": "انت", "probability": 0.43731689453125}, {"start": 3303.12, "end": 3303.42, "word": " شعب", "probability": 0.9501953125}, {"start": 3303.42, "end": 3303.96, "word": " الجباني", "probability": 0.8067626953125}, {"start": 3303.96, "end": 3304.26, "word": " هذا", "probability": 0.677734375}], "temperature": 1.0}, {"id": 131, "seek": 333533, "start": 3307.95, "end": 3335.33, "text": "هساكي حد عاجلة مش عارفة ليه؟ تأثير الامتحان يعني ماشي انا تفضلي لو .. انا ممكن احكي اللي هي حد خاطب هو الضعف انه انا كتير بعتمد عن نفسي و مابحب حتى ان حد يشتغل الشغل مافيش تقفيل صندوق ايوة ماسافش اي حد يعمل مافيش عندك تقفيل صندوق خلاص داريش تعمل delegation لما انك محدش ثمن عندي لازم اياجع و ادخل الشغل ماتحسيش ان انت بتدخل نفسك هنا صح بره نفسك عشان انا كبرت بره نقطة الضعف يعني اه بنفس الوقت هي اللي م", "tokens": [3224, 3794, 995, 4117, 1829, 11331, 3215, 6225, 26108, 37977, 37893, 6225, 9640, 5172, 3660, 32239, 3224, 22807, 6055, 10721, 12984, 13546, 2423, 10943, 2655, 5016, 7649, 37495, 22653, 3714, 33599, 1829, 1975, 8315, 6055, 5172, 11242, 20292, 45164, 4386, 1975, 8315, 3714, 43020, 1975, 5016, 4117, 1829, 13672, 1829, 39896, 11331, 3215, 16490, 41193, 3555, 31439, 2423, 11242, 3615, 5172, 16472, 3224, 1975, 8315, 9122, 2655, 13546, 4724, 34268, 2304, 3215, 18871, 8717, 36178, 1829, 4032, 19446, 49628, 3555, 11331, 49975, 16472, 11331, 3215, 7251, 8592, 2655, 17082, 1211, 25124, 17082, 1211, 19446, 41185, 8592, 6055, 4587, 5172, 26895, 20328, 41260, 30543, 1975, 1829, 2407, 3660, 19446, 3794, 31845, 8592, 1975, 1829, 11331, 3215, 7251, 25957, 1211, 19446, 41185, 8592, 43242, 4117, 6055, 4587, 5172, 26895, 20328, 41260, 30543, 16490, 1211, 33546, 11778, 9640, 1829, 8592, 6055, 25957, 1211, 36602, 5296, 15042, 16472, 4117, 3714, 24401, 8592, 38637, 27842, 18871, 16254, 5296, 31377, 2304, 1975, 1829, 26108, 3615, 4032, 1975, 3215, 9778, 1211, 25124, 17082, 1211, 19446, 2655, 5016, 3794, 1829, 8592, 16472, 16472, 2655, 39894, 3215, 9778, 1211, 8717, 36178, 4117, 34105, 20328, 5016, 4724, 2288, 3224, 8717, 36178, 4117, 6225, 8592, 7649, 1975, 8315, 9122, 26890, 2655, 4724, 2288, 3224, 8717, 47432, 3660, 6024, 114, 3615, 5172, 37495, 22653, 1975, 3224, 4724, 1863, 36178, 2423, 30543, 2655, 39896, 13672, 1829, 3714], "avg_logprob": -0.3597222222222222, "compression_ratio": 2.073099415204678, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 3307.95, "end": 3308.47, "word": "هساكي", "probability": 0.61591796875}, {"start": 3308.47, "end": 3308.65, "word": " حد", "probability": 0.734375}, {"start": 3308.65, "end": 3308.93, "word": " عاجلة", "probability": 0.4978434244791667}, {"start": 3308.93, "end": 3309.07, "word": " مش", "probability": 0.61474609375}, {"start": 3309.07, "end": 3309.39, "word": " عارفة", "probability": 0.91259765625}, {"start": 3309.39, "end": 3310.21, "word": " ليه؟", "probability": 0.44482421875}, {"start": 3310.21, "end": 3310.81, "word": " تأثير", "probability": 0.9385986328125}, {"start": 3310.81, "end": 3311.39, "word": " الامتحان", "probability": 0.91142578125}, {"start": 3311.39, "end": 3311.71, "word": " يعني", "probability": 0.736083984375}, {"start": 3311.71, "end": 3312.05, "word": " ماشي", "probability": 0.89404296875}, {"start": 3312.05, "end": 3312.19, "word": " انا", "probability": 0.4212646484375}, {"start": 3312.19, "end": 3312.59, "word": " تفضلي", "probability": 0.8277587890625}, {"start": 3312.59, "end": 3313.09, "word": " لو", "probability": 0.08587646484375}, {"start": 3313.09, "end": 3313.31, "word": " ..", "probability": 0.5048828125}, {"start": 3313.31, "end": 3313.73, "word": " انا", "probability": 0.35125732421875}, {"start": 3313.73, "end": 3314.13, "word": " ممكن", "probability": 0.96240234375}, {"start": 3314.13, "end": 3314.67, "word": " احكي", "probability": 0.8717041015625}, {"start": 3314.67, "end": 3314.89, "word": " اللي", "probability": 0.567626953125}, {"start": 3314.89, "end": 3315.13, "word": " هي", "probability": 0.91259765625}, {"start": 3315.13, "end": 3315.53, "word": " حد", "probability": 0.780517578125}, {"start": 3315.53, "end": 3315.89, "word": " خاطب", "probability": 0.6587727864583334}, {"start": 3315.89, "end": 3316.19, "word": " هو", "probability": 0.55322265625}, {"start": 3316.19, "end": 3316.89, "word": " الضعف", "probability": 0.72601318359375}, {"start": 3316.89, "end": 3317.95, "word": " انه", "probability": 0.81103515625}, {"start": 3317.95, "end": 3318.19, "word": " انا", "probability": 0.875}, {"start": 3318.19, "end": 3318.45, "word": " كتير", "probability": 0.9602864583333334}, {"start": 3318.45, "end": 3318.89, "word": " بعتمد", "probability": 0.873046875}, {"start": 3318.89, "end": 3319.01, "word": " عن", "probability": 0.410888671875}, {"start": 3319.01, "end": 3319.33, "word": " نفسي", "probability": 0.9807942708333334}, {"start": 3319.33, "end": 3319.39, "word": " و", "probability": 0.97216796875}, {"start": 3319.39, "end": 3319.77, "word": " مابحب", "probability": 0.7332356770833334}, {"start": 3319.77, "end": 3320.15, "word": " حتى", "probability": 0.9208984375}, {"start": 3320.15, "end": 3320.29, "word": " ان", "probability": 0.60986328125}, {"start": 3320.29, "end": 3320.55, "word": " حد", "probability": 0.90283203125}, {"start": 3320.55, "end": 3320.87, "word": " يشتغل", "probability": 0.98203125}, {"start": 3320.87, "end": 3320.99, "word": " الشغل", "probability": 0.4950358072916667}, {"start": 3320.99, "end": 3321.29, "word": " مافيش", "probability": 0.8732096354166666}, {"start": 3321.29, "end": 3321.59, "word": " تقفيل", "probability": 0.7708740234375}, {"start": 3321.59, "end": 3321.77, "word": " صندوق", "probability": 0.6448567708333334}, {"start": 3321.77, "end": 3322.37, "word": " ايوة", "probability": 0.57879638671875}, {"start": 3322.37, "end": 3322.79, "word": " ماسافش", "probability": 0.70257568359375}, {"start": 3322.79, "end": 3322.99, "word": " اي", "probability": 0.5802001953125}, {"start": 3322.99, "end": 3323.19, "word": " حد", "probability": 0.885986328125}, {"start": 3323.19, "end": 3323.59, "word": " يعمل", "probability": 0.9619140625}, {"start": 3323.59, "end": 3324.09, "word": " مافيش", "probability": 0.9334309895833334}, {"start": 3324.09, "end": 3324.33, "word": " عندك", "probability": 0.6820068359375}, {"start": 3324.33, "end": 3324.59, "word": " تقفيل", "probability": 0.948974609375}, {"start": 3324.59, "end": 3325.29, "word": " صندوق", "probability": 0.9773763020833334}, {"start": 3325.29, "end": 3325.63, "word": " خلاص", "probability": 0.8898111979166666}, {"start": 3325.63, "end": 3325.95, "word": " داريش", "probability": 0.7259521484375}, {"start": 3325.95, "end": 3326.19, "word": " تعمل", "probability": 0.9070638020833334}, {"start": 3326.19, "end": 3326.69, "word": " delegation", "probability": 0.9228515625}, {"start": 3326.69, "end": 3326.73, "word": " لما", "probability": 0.44586181640625}, {"start": 3326.73, "end": 3326.73, "word": " انك", "probability": 0.3819580078125}, {"start": 3326.73, "end": 3326.97, "word": " محدش", "probability": 0.5219319661458334}, {"start": 3326.97, "end": 3327.23, "word": " ثمن", "probability": 0.5499267578125}, {"start": 3327.23, "end": 3327.57, "word": " عندي", "probability": 0.763427734375}, {"start": 3327.57, "end": 3327.89, "word": " لازم", "probability": 0.9840494791666666}, {"start": 3327.89, "end": 3328.37, "word": " اياجع", "probability": 0.6939697265625}, {"start": 3328.37, "end": 3328.49, "word": " و", "probability": 0.96484375}, {"start": 3328.49, "end": 3328.73, "word": " ادخل", "probability": 0.6046142578125}, {"start": 3328.73, "end": 3328.95, "word": " الشغل", "probability": 0.51055908203125}, {"start": 3328.95, "end": 3329.39, "word": " ماتحسيش", "probability": 0.8776041666666666}, {"start": 3329.39, "end": 3329.49, "word": " ان", "probability": 0.814453125}, {"start": 3329.49, "end": 3329.65, "word": " انت", "probability": 0.86962890625}, {"start": 3329.65, "end": 3330.01, "word": " بتدخل", "probability": 0.68341064453125}, {"start": 3330.01, "end": 3330.99, "word": " نفسك", "probability": 0.779296875}, {"start": 3330.99, "end": 3331.05, "word": " هنا", "probability": 0.394775390625}, {"start": 3331.05, "end": 3331.23, "word": " صح", "probability": 0.900146484375}, {"start": 3331.23, "end": 3331.51, "word": " بره", "probability": 0.6629231770833334}, {"start": 3331.51, "end": 3331.83, "word": " نفسك", "probability": 0.9064127604166666}, {"start": 3331.83, "end": 3332.01, "word": " عشان", "probability": 0.9462890625}, {"start": 3332.01, "end": 3332.13, "word": " انا", "probability": 0.732421875}, {"start": 3332.13, "end": 3332.35, "word": " كبرت", "probability": 0.6244303385416666}, {"start": 3332.35, "end": 3332.53, "word": " بره", "probability": 0.6058756510416666}, {"start": 3332.53, "end": 3332.87, "word": " نقطة", "probability": 0.93994140625}, {"start": 3332.87, "end": 3333.21, "word": " الضعف", "probability": 0.910400390625}, {"start": 3333.21, "end": 3333.51, "word": " يعني", "probability": 0.510009765625}, {"start": 3333.51, "end": 3334.41, "word": " اه", "probability": 0.85498046875}, {"start": 3334.41, "end": 3334.75, "word": " بنفس", "probability": 0.7099609375}, {"start": 3334.75, "end": 3334.97, "word": " الوقت", "probability": 0.8831380208333334}, {"start": 3334.97, "end": 3335.07, "word": " هي", "probability": 0.41015625}, {"start": 3335.07, "end": 3335.23, "word": " اللي", "probability": 0.672119140625}, {"start": 3335.23, "end": 3335.33, "word": " م", "probability": 0.6982421875}], "temperature": 1.0}, {"id": 132, "seek": 336219, "start": 3336.57, "end": 3362.19, "text": "يعني فيها قوة لإنه أنا بعتبر .. ب .. بسألت بنفسي كتير لإنه أنا مش عارفة إني أشوف الموضوع ماشي بس إنت هتهاملي أضعاف أضعاف صح أه صح هي هذا الاشيطان هذا بالنسبالي على عدم تقتك بالأخرين ايوه هي لأفضة على التانية عدم سقوطها على الآخرين أه هادي لأفضة شوكانيا تفضل ولودت أنا محتاجة أن أجيب ده و أنا محتاجة أن أجيب ده و أنا محتاجة أن أجيب ده و أنا محتاجة أن أجيب ده و أنا محتاجة أن أجيب ده و أنا محتاجة أن أجيب ده و أنا", "tokens": [40228, 22653, 8978, 11296, 12174, 2407, 3660, 5296, 28814, 1863, 3224, 41850, 4724, 34268, 26890, 4386, 4724, 4386, 4724, 3794, 10721, 1211, 2655, 44945, 36178, 1829, 9122, 2655, 13546, 5296, 28814, 1863, 3224, 41850, 37893, 6225, 9640, 5172, 3660, 11933, 22653, 5551, 8592, 38688, 9673, 2407, 11242, 45367, 3714, 33599, 1829, 4724, 3794, 11933, 29399, 8032, 2655, 3224, 10943, 20292, 5551, 11242, 3615, 31845, 5551, 11242, 3615, 31845, 20328, 5016, 5551, 3224, 20328, 5016, 39896, 23758, 2423, 33599, 1829, 9566, 7649, 23758, 20666, 1863, 35457, 6027, 1829, 15844, 6225, 40448, 6055, 38149, 4117, 20666, 10721, 34740, 9957, 1975, 1829, 2407, 3224, 39896, 5296, 10721, 5172, 11242, 3660, 15844, 16712, 7649, 10632, 6225, 40448, 8608, 4587, 2407, 9566, 11296, 15844, 6024, 95, 34740, 9957, 5551, 3224, 8032, 995, 16254, 5296, 10721, 5172, 11242, 3660, 13412, 2407, 4117, 7649, 25528, 6055, 5172, 11242, 1211, 35525, 23328, 2655, 41850, 3714, 33753, 26108, 3660, 14739, 5551, 7435, 1829, 3555, 11778, 3224, 4032, 41850, 3714, 33753, 26108, 3660, 14739, 5551, 7435, 1829, 3555, 11778, 3224, 4032, 41850, 3714, 33753, 26108, 3660, 14739, 5551, 7435, 1829, 3555, 11778, 3224, 4032, 41850, 3714, 33753, 26108, 3660, 14739, 5551, 7435, 1829, 3555, 11778, 3224, 4032, 41850, 3714, 33753, 26108, 3660, 14739, 5551, 7435, 1829, 3555, 11778, 3224, 4032, 41850, 3714, 33753, 26108, 3660, 14739, 5551, 7435, 1829, 3555, 11778, 3224, 4032, 41850], "avg_logprob": -0.3244444529215495, "compression_ratio": 2.786259541984733, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 3336.57, "end": 3336.91, "word": "يعني", "probability": 0.93994140625}, {"start": 3336.91, "end": 3337.15, "word": " فيها", "probability": 0.930908203125}, {"start": 3337.15, "end": 3337.45, "word": " قوة", "probability": 0.9812825520833334}, {"start": 3337.45, "end": 3337.81, "word": " لإنه", "probability": 0.75537109375}, {"start": 3337.81, "end": 3338.01, "word": " أنا", "probability": 0.70166015625}, {"start": 3338.01, "end": 3338.67, "word": " بعتبر", "probability": 0.6019287109375}, {"start": 3338.67, "end": 3338.81, "word": " ..", "probability": 0.6279296875}, {"start": 3338.81, "end": 3338.97, "word": " ب", "probability": 0.9755859375}, {"start": 3338.97, "end": 3339.05, "word": " ..", "probability": 0.7158203125}, {"start": 3339.05, "end": 3339.39, "word": " بسألت", "probability": 0.83232421875}, {"start": 3339.39, "end": 3339.75, "word": " بنفسي", "probability": 0.9700520833333334}, {"start": 3339.75, "end": 3339.99, "word": " كتير", "probability": 0.97119140625}, {"start": 3339.99, "end": 3340.27, "word": " لإنه", "probability": 0.838134765625}, {"start": 3340.27, "end": 3340.41, "word": " أنا", "probability": 0.60595703125}, {"start": 3340.41, "end": 3340.57, "word": " مش", "probability": 0.87841796875}, {"start": 3340.57, "end": 3340.73, "word": " عارفة", "probability": 0.7779541015625}, {"start": 3340.73, "end": 3340.79, "word": " إني", "probability": 0.450439453125}, {"start": 3340.79, "end": 3341.01, "word": " أشوف", "probability": 0.80126953125}, {"start": 3341.01, "end": 3341.35, "word": " الموضوع", "probability": 0.657501220703125}, {"start": 3341.35, "end": 3341.85, "word": " ماشي", "probability": 0.7508138020833334}, {"start": 3341.85, "end": 3342.09, "word": " بس", "probability": 0.903564453125}, {"start": 3342.09, "end": 3342.25, "word": " إنت", "probability": 0.630615234375}, {"start": 3342.25, "end": 3343.09, "word": " هتهاملي", "probability": 0.54248046875}, {"start": 3343.09, "end": 3343.49, "word": " أضعاف", "probability": 0.7889404296875}, {"start": 3343.49, "end": 3343.85, "word": " أضعاف", "probability": 0.9403076171875}, {"start": 3343.85, "end": 3344.17, "word": " صح", "probability": 0.879150390625}, {"start": 3344.17, "end": 3344.41, "word": " أه", "probability": 0.848388671875}, {"start": 3344.41, "end": 3344.69, "word": " صح", "probability": 0.992919921875}, {"start": 3344.69, "end": 3344.87, "word": " هي", "probability": 0.90625}, {"start": 3344.87, "end": 3345.09, "word": " هذا", "probability": 0.5576171875}, {"start": 3345.09, "end": 3345.63, "word": " الاشيطان", "probability": 0.55478515625}, {"start": 3345.63, "end": 3345.89, "word": " هذا", "probability": 0.422607421875}, {"start": 3345.89, "end": 3346.19, "word": " بالنسبالي", "probability": 0.7443359375}, {"start": 3346.19, "end": 3346.33, "word": " على", "probability": 0.7021484375}, {"start": 3346.33, "end": 3346.53, "word": " عدم", "probability": 0.932861328125}, {"start": 3346.53, "end": 3346.95, "word": " تقتك", "probability": 0.5726725260416666}, {"start": 3346.95, "end": 3347.97, "word": " بالأخرين", "probability": 0.81634521484375}, {"start": 3347.97, "end": 3348.29, "word": " ايوه", "probability": 0.6568603515625}, {"start": 3348.29, "end": 3348.53, "word": " هي", "probability": 0.5234375}, {"start": 3348.53, "end": 3348.89, "word": " لأفضة", "probability": 0.3896484375}, {"start": 3348.89, "end": 3349.09, "word": " على", "probability": 0.5341796875}, {"start": 3349.09, "end": 3349.43, "word": " التانية", "probability": 0.8943684895833334}, {"start": 3349.43, "end": 3349.81, "word": " عدم", "probability": 0.729248046875}, {"start": 3349.81, "end": 3350.27, "word": " سقوطها", "probability": 0.648095703125}, {"start": 3350.27, "end": 3350.41, "word": " على", "probability": 0.52294921875}, {"start": 3350.41, "end": 3350.49, "word": " الآخرين", "probability": 0.8446044921875}, {"start": 3350.49, "end": 3350.77, "word": " أه", "probability": 0.693603515625}, {"start": 3350.77, "end": 3351.07, "word": " هادي", "probability": 0.801025390625}, {"start": 3351.07, "end": 3351.67, "word": " لأفضة", "probability": 0.7330078125}, {"start": 3351.67, "end": 3352.43, "word": " شوكانيا", "probability": 0.680029296875}, {"start": 3352.43, "end": 3353.33, "word": " تفضل", "probability": 0.8175048828125}, {"start": 3353.33, "end": 3354.23, "word": " ولودت", "probability": 0.4155680338541667}, {"start": 3354.23, "end": 3354.47, "word": " أنا", "probability": 0.2327880859375}, {"start": 3354.47, "end": 3354.93, "word": " محتاجة", "probability": 0.8531494140625}, {"start": 3354.93, "end": 3355.07, "word": " أن", "probability": 0.1783447265625}, {"start": 3355.07, "end": 3355.31, "word": " أجيب", "probability": 0.698974609375}, {"start": 3355.31, "end": 3355.43, "word": " ده", "probability": 0.315185546875}, {"start": 3355.43, "end": 3355.61, "word": " و", "probability": 0.8037109375}, {"start": 3355.61, "end": 3355.65, "word": " أنا", "probability": 0.140380859375}, {"start": 3355.65, "end": 3355.77, "word": " محتاجة", "probability": 0.81207275390625}, {"start": 3355.77, "end": 3355.99, "word": " أن", "probability": 0.8125}, {"start": 3355.99, "end": 3355.99, "word": " أجيب", "probability": 0.9254150390625}, {"start": 3355.99, "end": 3356.29, "word": " ده", "probability": 0.85302734375}, {"start": 3356.29, "end": 3356.29, "word": " و", "probability": 0.6953125}, {"start": 3356.29, "end": 3356.29, "word": " أنا", "probability": 0.72216796875}, {"start": 3356.29, "end": 3356.29, "word": " محتاجة", "probability": 0.9835205078125}, {"start": 3356.29, "end": 3356.29, "word": " أن", "probability": 0.7578125}, {"start": 3356.29, "end": 3356.29, "word": " أجيب", "probability": 0.9879150390625}, {"start": 3356.29, "end": 3356.29, "word": " ده", "probability": 0.96728515625}, {"start": 3356.29, "end": 3356.43, "word": " و", "probability": 0.80712890625}, {"start": 3356.43, "end": 3356.43, "word": " أنا", "probability": 0.89404296875}, {"start": 3356.43, "end": 3356.47, "word": " محتاجة", "probability": 0.991455078125}, {"start": 3356.47, "end": 3356.47, "word": " أن", "probability": 0.72265625}, {"start": 3356.47, "end": 3356.57, "word": " أجيب", "probability": 0.9912109375}, {"start": 3356.57, "end": 3356.57, "word": " ده", "probability": 0.9833984375}, {"start": 3356.57, "end": 3356.57, "word": " و", "probability": 0.8681640625}, {"start": 3356.57, "end": 3356.57, "word": " أنا", "probability": 0.9228515625}, {"start": 3356.57, "end": 3356.71, "word": " محتاجة", "probability": 0.994140625}, {"start": 3356.71, "end": 3356.83, "word": " أن", "probability": 0.794921875}, {"start": 3356.83, "end": 3356.97, "word": " أجيب", "probability": 0.992919921875}, {"start": 3356.97, "end": 3357.99, "word": " ده", "probability": 0.98779296875}, {"start": 3357.99, "end": 3357.99, "word": " و", "probability": 0.8828125}, {"start": 3357.99, "end": 3357.99, "word": " أنا", "probability": 0.93603515625}, {"start": 3357.99, "end": 3358.63, "word": " محتاجة", "probability": 0.9947509765625}, {"start": 3358.63, "end": 3359.25, "word": " أن", "probability": 0.8505859375}, {"start": 3359.25, "end": 3361.27, "word": " أجيب", "probability": 0.9942626953125}, {"start": 3361.27, "end": 3361.41, "word": " ده", "probability": 0.987548828125}, {"start": 3361.41, "end": 3362.19, "word": " و", "probability": 0.87060546875}, {"start": 3362.19, "end": 3362.19, "word": " أنا", "probability": 0.90771484375}], "temperature": 1.0}, {"id": 133, "seek": 338779, "start": 3362.27, "end": 3387.79, "text": "ده هي الدور يعني، حتى بنتي كانت زي كده، بس فيحاول أن أخدي شخصية تقوي، كنت عالية ده، الحمد لله، ده اتسارت من النقاط اللي هو العالم اللي انا خاطرة كتير، فيه مضمون، اه، كمان شغالة لإن انا مثلا في شغل، في مدرسة مثلا، ماخدش اي معلم يدخل العربات، معلم الوصول هم اللي يدخلوا، فالضعف فيه ان انا ماعلمتش معلم بتقيش فيهم، ده لإن هو .. هو انت المسؤول عن الخلال ولا هم؟", "tokens": [3215, 3224, 39896, 32748, 13063, 37495, 22653, 12399, 11331, 49975, 4724, 29399, 1829, 25961, 2655, 30767, 1829, 9122, 3215, 3224, 12399, 4724, 3794, 8978, 5016, 995, 12610, 14739, 5551, 9778, 16254, 13412, 9778, 9381, 10632, 6055, 4587, 45865, 12399, 9122, 29399, 6225, 6027, 10632, 11778, 3224, 12399, 21542, 2304, 3215, 24976, 3224, 12399, 11778, 3224, 1975, 2655, 3794, 9640, 2655, 9154, 28239, 4587, 41193, 13672, 1829, 31439, 18863, 45340, 13672, 1829, 1975, 8315, 16490, 41193, 25720, 9122, 2655, 13546, 12399, 8978, 3224, 3714, 11242, 2304, 11536, 12399, 1975, 3224, 12399, 9122, 2304, 7649, 13412, 17082, 6027, 3660, 5296, 28814, 1863, 1975, 8315, 50113, 15040, 8978, 13412, 17082, 1211, 12399, 8978, 3714, 3215, 2288, 3794, 3660, 50113, 15040, 12399, 3714, 47283, 3215, 8592, 1975, 1829, 20449, 19528, 7251, 3215, 9778, 1211, 18863, 25513, 9307, 12399, 20449, 19528, 2423, 2407, 9381, 12610, 8032, 2304, 13672, 1829, 7251, 3215, 9778, 1211, 14407, 12399, 6156, 6027, 11242, 3615, 5172, 8978, 3224, 16472, 1975, 8315, 19446, 3615, 19528, 2655, 8592, 20449, 19528, 39894, 38436, 8592, 8978, 16095, 12399, 11778, 3224, 5296, 28814, 1863, 31439, 4386, 31439, 16472, 2655, 9673, 3794, 33604, 12610, 18871, 33962, 1211, 6027, 49429, 8032, 2304, 22807], "avg_logprob": -0.3718112097406874, "compression_ratio": 2.0846905537459284, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 3362.27, "end": 3362.51, "word": "ده", "probability": 0.869140625}, {"start": 3362.51, "end": 3362.61, "word": " هي", "probability": 0.1129150390625}, {"start": 3362.61, "end": 3362.89, "word": " الدور", "probability": 0.722412109375}, {"start": 3362.89, "end": 3363.65, "word": " يعني،", "probability": 0.638916015625}, {"start": 3363.65, "end": 3365.05, "word": " حتى", "probability": 0.55255126953125}, {"start": 3365.05, "end": 3365.53, "word": " بنتي", "probability": 0.7867838541666666}, {"start": 3365.53, "end": 3366.01, "word": " كانت", "probability": 0.920654296875}, {"start": 3366.01, "end": 3366.13, "word": " زي", "probability": 0.92578125}, {"start": 3366.13, "end": 3366.31, "word": " كده،", "probability": 0.85009765625}, {"start": 3366.31, "end": 3366.41, "word": " بس", "probability": 0.961181640625}, {"start": 3366.41, "end": 3366.81, "word": " فيحاول", "probability": 0.81964111328125}, {"start": 3366.81, "end": 3366.93, "word": " أن", "probability": 0.453125}, {"start": 3366.93, "end": 3367.19, "word": " أخدي", "probability": 0.5936686197916666}, {"start": 3367.19, "end": 3367.53, "word": " شخصية", "probability": 0.9073486328125}, {"start": 3367.53, "end": 3368.89, "word": " تقوي،", "probability": 0.4368896484375}, {"start": 3368.89, "end": 3370.41, "word": " كنت", "probability": 0.6370849609375}, {"start": 3370.41, "end": 3370.75, "word": " عالية", "probability": 0.6617838541666666}, {"start": 3370.75, "end": 3370.97, "word": " ده،", "probability": 0.6902669270833334}, {"start": 3370.97, "end": 3371.21, "word": " الحمد", "probability": 0.96484375}, {"start": 3371.21, "end": 3371.49, "word": " لله،", "probability": 0.7527669270833334}, {"start": 3371.49, "end": 3371.63, "word": " ده", "probability": 0.584716796875}, {"start": 3371.63, "end": 3372.05, "word": " اتسارت", "probability": 0.626025390625}, {"start": 3372.05, "end": 3372.19, "word": " من", "probability": 0.3583984375}, {"start": 3372.19, "end": 3372.45, "word": " النقاط", "probability": 0.5895589192708334}, {"start": 3372.45, "end": 3372.59, "word": " اللي", "probability": 0.90087890625}, {"start": 3372.59, "end": 3372.77, "word": " هو", "probability": 0.51513671875}, {"start": 3372.77, "end": 3373.45, "word": " العالم", "probability": 0.66357421875}, {"start": 3373.45, "end": 3373.55, "word": " اللي", "probability": 0.973388671875}, {"start": 3373.55, "end": 3373.63, "word": " انا", "probability": 0.5648193359375}, {"start": 3373.63, "end": 3373.87, "word": " خاطرة", "probability": 0.5099690755208334}, {"start": 3373.87, "end": 3374.49, "word": " كتير،", "probability": 0.7373046875}, {"start": 3374.49, "end": 3374.65, "word": " فيه", "probability": 0.656494140625}, {"start": 3374.65, "end": 3375.91, "word": " مضمون،", "probability": 0.683642578125}, {"start": 3375.91, "end": 3376.03, "word": " اه،", "probability": 0.6253255208333334}, {"start": 3376.03, "end": 3376.53, "word": " كمان", "probability": 0.800537109375}, {"start": 3376.53, "end": 3376.85, "word": " شغالة", "probability": 0.655517578125}, {"start": 3376.85, "end": 3377.05, "word": " لإن", "probability": 0.826171875}, {"start": 3377.05, "end": 3377.27, "word": " انا", "probability": 0.80224609375}, {"start": 3377.27, "end": 3377.57, "word": " مثلا", "probability": 0.93896484375}, {"start": 3377.57, "end": 3377.79, "word": " في", "probability": 0.9580078125}, {"start": 3377.79, "end": 3378.25, "word": " شغل،", "probability": 0.79058837890625}, {"start": 3378.25, "end": 3378.33, "word": " في", "probability": 0.853515625}, {"start": 3378.33, "end": 3378.65, "word": " مدرسة", "probability": 0.965625}, {"start": 3378.65, "end": 3379.39, "word": " مثلا،", "probability": 0.8932291666666666}, {"start": 3379.39, "end": 3379.73, "word": " ماخدش", "probability": 0.748779296875}, {"start": 3379.73, "end": 3379.87, "word": " اي", "probability": 0.803466796875}, {"start": 3379.87, "end": 3380.07, "word": " معلم", "probability": 0.9208984375}, {"start": 3380.07, "end": 3380.37, "word": " يدخل", "probability": 0.8275146484375}, {"start": 3380.37, "end": 3380.77, "word": " العربات،", "probability": 0.67071533203125}, {"start": 3380.77, "end": 3380.91, "word": " معلم", "probability": 0.28216552734375}, {"start": 3380.91, "end": 3381.19, "word": " الوصول", "probability": 0.55963134765625}, {"start": 3381.19, "end": 3381.37, "word": " هم", "probability": 0.83154296875}, {"start": 3381.37, "end": 3381.49, "word": " اللي", "probability": 0.720947265625}, {"start": 3381.49, "end": 3382.25, "word": " يدخلوا،", "probability": 0.8907877604166666}, {"start": 3382.25, "end": 3383.13, "word": " فالضعف", "probability": 0.8685546875}, {"start": 3383.13, "end": 3383.31, "word": " فيه", "probability": 0.803955078125}, {"start": 3383.31, "end": 3383.37, "word": " ان", "probability": 0.345458984375}, {"start": 3383.37, "end": 3383.55, "word": " انا", "probability": 0.874267578125}, {"start": 3383.55, "end": 3383.97, "word": " ماعلمتش", "probability": 0.73330078125}, {"start": 3383.97, "end": 3384.25, "word": " معلم", "probability": 0.967041015625}, {"start": 3384.25, "end": 3384.73, "word": " بتقيش", "probability": 0.5046793619791666}, {"start": 3384.73, "end": 3385.25, "word": " فيهم،", "probability": 0.8634440104166666}, {"start": 3385.25, "end": 3385.43, "word": " ده", "probability": 0.7398681640625}, {"start": 3385.43, "end": 3385.73, "word": " لإن", "probability": 0.9093424479166666}, {"start": 3385.73, "end": 3385.97, "word": " هو", "probability": 0.337646484375}, {"start": 3385.97, "end": 3386.05, "word": " ..", "probability": 0.45361328125}, {"start": 3386.05, "end": 3386.17, "word": " هو", "probability": 0.767578125}, {"start": 3386.17, "end": 3386.37, "word": " انت", "probability": 0.581298828125}, {"start": 3386.37, "end": 3386.75, "word": " المسؤول", "probability": 0.87255859375}, {"start": 3386.75, "end": 3386.91, "word": " عن", "probability": 0.98388671875}, {"start": 3386.91, "end": 3387.27, "word": " الخلال", "probability": 0.7469075520833334}, {"start": 3387.27, "end": 3387.41, "word": " ولا", "probability": 0.64794921875}, {"start": 3387.41, "end": 3387.79, "word": " هم؟", "probability": 0.8409830729166666}], "temperature": 1.0}, {"id": 134, "seek": 341472, "start": 3387.98, "end": 3414.72, "text": "يعني لأ مش اللي هو هيك أنه ما تسيب أي خطأ بيدرجع من دي المدرسة تسكتنا أه ما هو ده نفس السؤال أنت المسؤل عن خلالي أنا المسؤل هنا ده دفاوة ممكن ترجع يعملوا بس أنا ماعرفش صح تعب عليا أنا بس النوم خلاص لإن أنا استعمالة على تم ال .. ممتاز طيبة أوي ولا زاد؟ الحمد لله إيش لأ؟ أنا نفس الشيء ان اعتقاد الآخرين شبه يعني .. معدوه هي أحيان ما تدخل الإنسان ماتخلش يدخل حد", "tokens": [40228, 22653, 5296, 10721, 37893, 13672, 1829, 31439, 39896, 4117, 14739, 3224, 19446, 6055, 3794, 1829, 3555, 36632, 16490, 9566, 10721, 4724, 25708, 47341, 3615, 9154, 11778, 1829, 9673, 3215, 2288, 3794, 3660, 6055, 3794, 4117, 2655, 8315, 5551, 3224, 19446, 31439, 11778, 3224, 8717, 36178, 21136, 33604, 6027, 14739, 2655, 9673, 3794, 33604, 1211, 18871, 16490, 1211, 6027, 1829, 41850, 9673, 3794, 33604, 1211, 34105, 11778, 3224, 11778, 5172, 995, 2407, 3660, 3714, 43020, 6055, 47341, 3615, 7251, 25957, 1211, 14407, 4724, 3794, 41850, 19446, 3615, 28480, 8592, 20328, 5016, 37279, 3555, 11203, 25528, 41850, 4724, 3794, 28239, 20498, 16490, 1211, 33546, 5296, 28814, 1863, 41850, 44713, 25957, 6027, 3660, 15844, 46811, 2423, 4386, 3714, 2304, 2655, 31377, 23032, 1829, 49401, 34051, 1829, 49429, 30767, 18513, 22807, 21542, 2304, 3215, 24976, 3224, 11933, 1829, 8592, 5296, 10721, 22807, 41850, 8717, 36178, 25124, 1829, 38207, 16472, 1975, 34268, 4587, 18513, 6024, 95, 34740, 9957, 13412, 3555, 3224, 37495, 22653, 4386, 20449, 3215, 2407, 3224, 39896, 5551, 5016, 1829, 7649, 19446, 6055, 3215, 9778, 1211, 33688, 1863, 3794, 7649, 3714, 9307, 9778, 1211, 8592, 7251, 3215, 9778, 1211, 11331, 3215], "avg_logprob": -0.4243421170272325, "compression_ratio": 2.0094637223974763, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 3387.98, "end": 3388.2, "word": "يعني", "probability": 0.84130859375}, {"start": 3388.2, "end": 3388.36, "word": " لأ", "probability": 0.857666015625}, {"start": 3388.36, "end": 3388.56, "word": " مش", "probability": 0.953125}, {"start": 3388.56, "end": 3388.74, "word": " اللي", "probability": 0.87060546875}, {"start": 3388.74, "end": 3388.86, "word": " هو", "probability": 0.82666015625}, {"start": 3388.86, "end": 3389.08, "word": " هيك", "probability": 0.3729248046875}, {"start": 3389.08, "end": 3389.36, "word": " أنه", "probability": 0.5242919921875}, {"start": 3389.36, "end": 3389.46, "word": " ما", "probability": 0.2861328125}, {"start": 3389.46, "end": 3389.7, "word": " تسيب", "probability": 0.8760986328125}, {"start": 3389.7, "end": 3389.8, "word": " أي", "probability": 0.68896484375}, {"start": 3389.8, "end": 3390.1, "word": " خطأ", "probability": 0.9664713541666666}, {"start": 3390.1, "end": 3390.58, "word": " بيدرجع", "probability": 0.6192626953125}, {"start": 3390.58, "end": 3390.72, "word": " من", "probability": 0.313720703125}, {"start": 3390.72, "end": 3390.82, "word": " دي", "probability": 0.53857421875}, {"start": 3390.82, "end": 3391.16, "word": " المدرسة", "probability": 0.840771484375}, {"start": 3391.16, "end": 3391.7, "word": " تسكتنا", "probability": 0.6630615234375}, {"start": 3391.7, "end": 3392.08, "word": " أه", "probability": 0.66357421875}, {"start": 3392.08, "end": 3392.22, "word": " ما", "probability": 0.437744140625}, {"start": 3392.22, "end": 3392.32, "word": " هو", "probability": 0.91552734375}, {"start": 3392.32, "end": 3392.6, "word": " ده", "probability": 0.7255859375}, {"start": 3392.6, "end": 3392.82, "word": " نفس", "probability": 0.98486328125}, {"start": 3392.82, "end": 3393.28, "word": " السؤال", "probability": 0.9913736979166666}, {"start": 3393.28, "end": 3393.5, "word": " أنت", "probability": 0.732177734375}, {"start": 3393.5, "end": 3393.8, "word": " المسؤل", "probability": 0.731201171875}, {"start": 3393.8, "end": 3393.92, "word": " عن", "probability": 0.87158203125}, {"start": 3393.92, "end": 3394.32, "word": " خلالي", "probability": 0.70660400390625}, {"start": 3394.32, "end": 3394.48, "word": " أنا", "probability": 0.2037353515625}, {"start": 3394.48, "end": 3395.04, "word": " المسؤل", "probability": 0.72900390625}, {"start": 3395.04, "end": 3395.18, "word": " هنا", "probability": 0.107177734375}, {"start": 3395.18, "end": 3395.32, "word": " ده", "probability": 0.80615234375}, {"start": 3395.32, "end": 3395.62, "word": " دفاوة", "probability": 0.4519775390625}, {"start": 3395.62, "end": 3395.86, "word": " ممكن", "probability": 0.4542236328125}, {"start": 3395.86, "end": 3396.42, "word": " ترجع", "probability": 0.8133138020833334}, {"start": 3396.42, "end": 3397.06, "word": " يعملوا", "probability": 0.496368408203125}, {"start": 3397.06, "end": 3397.3, "word": " بس", "probability": 0.90771484375}, {"start": 3397.3, "end": 3397.48, "word": " أنا", "probability": 0.78857421875}, {"start": 3397.48, "end": 3397.98, "word": " ماعرفش", "probability": 0.60150146484375}, {"start": 3397.98, "end": 3398.18, "word": " صح", "probability": 0.751953125}, {"start": 3398.18, "end": 3398.46, "word": " تعب", "probability": 0.693603515625}, {"start": 3398.46, "end": 3398.78, "word": " عليا", "probability": 0.56854248046875}, {"start": 3398.78, "end": 3399.0, "word": " أنا", "probability": 0.81103515625}, {"start": 3399.0, "end": 3399.24, "word": " بس", "probability": 0.583740234375}, {"start": 3399.24, "end": 3399.54, "word": " النوم", "probability": 0.59954833984375}, {"start": 3399.54, "end": 3399.96, "word": " خلاص", "probability": 0.9388020833333334}, {"start": 3399.96, "end": 3400.12, "word": " لإن", "probability": 0.5926106770833334}, {"start": 3400.12, "end": 3400.22, "word": " أنا", "probability": 0.87548828125}, {"start": 3400.22, "end": 3400.7, "word": " استعمالة", "probability": 0.73052978515625}, {"start": 3400.7, "end": 3400.84, "word": " على", "probability": 0.88134765625}, {"start": 3400.84, "end": 3401.12, "word": " تم", "probability": 0.71533203125}, {"start": 3401.12, "end": 3401.36, "word": " ال", "probability": 0.2489013671875}, {"start": 3401.36, "end": 3401.76, "word": " ..", "probability": 0.64599609375}, {"start": 3401.76, "end": 3402.22, "word": " ممتاز", "probability": 0.8658447265625}, {"start": 3402.22, "end": 3402.64, "word": " طيبة", "probability": 0.9622395833333334}, {"start": 3402.64, "end": 3402.9, "word": " أوي", "probability": 0.933349609375}, {"start": 3402.9, "end": 3403.04, "word": " ولا", "probability": 0.79052734375}, {"start": 3403.04, "end": 3404.04, "word": " زاد؟", "probability": 0.4462076822916667}, {"start": 3404.04, "end": 3405.32, "word": " الحمد", "probability": 0.9523111979166666}, {"start": 3405.32, "end": 3405.52, "word": " لله", "probability": 0.8583984375}, {"start": 3405.52, "end": 3405.74, "word": " إيش", "probability": 0.4940592447916667}, {"start": 3405.74, "end": 3406.64, "word": " لأ؟", "probability": 0.6573893229166666}, {"start": 3406.64, "end": 3406.86, "word": " أنا", "probability": 0.77490234375}, {"start": 3406.86, "end": 3407.76, "word": " نفس", "probability": 0.7139892578125}, {"start": 3407.76, "end": 3408.26, "word": " الشيء", "probability": 0.826171875}, {"start": 3408.26, "end": 3408.4, "word": " ان", "probability": 0.3681640625}, {"start": 3408.4, "end": 3409.02, "word": " اعتقاد", "probability": 0.674072265625}, {"start": 3409.02, "end": 3409.84, "word": " الآخرين", "probability": 0.90625}, {"start": 3409.84, "end": 3410.62, "word": " شبه", "probability": 0.87890625}, {"start": 3410.62, "end": 3411.08, "word": " يعني", "probability": 0.94970703125}, {"start": 3411.08, "end": 3411.74, "word": " ..", "probability": 0.59912109375}, {"start": 3411.74, "end": 3412.2, "word": " معدوه", "probability": 0.60662841796875}, {"start": 3412.2, "end": 3412.78, "word": " هي", "probability": 0.386474609375}, {"start": 3412.78, "end": 3413.12, "word": " أحيان", "probability": 0.9071044921875}, {"start": 3413.12, "end": 3413.24, "word": " ما", "probability": 0.3603515625}, {"start": 3413.24, "end": 3413.5, "word": " تدخل", "probability": 0.974365234375}, {"start": 3413.5, "end": 3413.82, "word": " الإنسان", "probability": 0.979248046875}, {"start": 3413.82, "end": 3414.2, "word": " ماتخلش", "probability": 0.772314453125}, {"start": 3414.2, "end": 3414.42, "word": " يدخل", "probability": 0.62841796875}, {"start": 3414.42, "end": 3414.72, "word": " حد", "probability": 0.935302734375}], "temperature": 1.0}, {"id": 135, "seek": 344582, "start": 3416.54, "end": 3445.82, "text": "نقطة طاعة بنتك و لا نقطة قوة؟ بنتك؟ يمكن نقطة دفك إن شاء الله، ببنحكي، لله يا أنا المفروض مجهزة الإجابة هو أنا عندنا نقطة طاعة شوية يعني، اللي خجل اتيانا الخجل؟ اتيانا؟ أه، صح لمسنا، أنا موقفت هناك يعني أول مدت شوارع كنت أنا متخرجة و لا ..؟ لأ مارمت خرجت هندسة صحيح، لأني ماعرفش هندسة هندسة تحاسوب، أه", "tokens": [1863, 47432, 3660, 23032, 995, 27884, 4724, 29399, 4117, 4032, 20193, 8717, 47432, 3660, 12174, 2407, 3660, 22807, 4724, 29399, 4117, 22807, 7251, 43020, 8717, 47432, 3660, 11778, 5172, 4117, 36145, 13412, 16606, 21984, 12399, 4724, 3555, 1863, 5016, 4117, 1829, 12399, 24976, 3224, 35186, 41850, 9673, 5172, 32887, 11242, 3714, 7435, 3224, 11622, 3660, 33688, 7435, 16758, 3660, 31439, 41850, 43242, 8315, 8717, 47432, 3660, 23032, 995, 27884, 13412, 2407, 10632, 37495, 22653, 12399, 13672, 1829, 16490, 7435, 1211, 1975, 31371, 7649, 995, 33962, 7435, 1211, 22807, 1975, 2655, 1829, 7649, 995, 22807, 5551, 3224, 12399, 20328, 5016, 32767, 3794, 8315, 12399, 41850, 3714, 30543, 5172, 2655, 34105, 4117, 37495, 22653, 5551, 12610, 3714, 3215, 2655, 13412, 2407, 9640, 3615, 9122, 29399, 41850, 44650, 34740, 7435, 3660, 4032, 20193, 4386, 22807, 5296, 10721, 3714, 9640, 2304, 2655, 16490, 47341, 2655, 8032, 41260, 3794, 3660, 20328, 5016, 1829, 5016, 12399, 5296, 10721, 22653, 19446, 3615, 28480, 8592, 8032, 41260, 3794, 3660, 8032, 41260, 3794, 3660, 6055, 5016, 32277, 37746, 12399, 5551, 3224], "avg_logprob": -0.41546243325823307, "compression_ratio": 2.0262172284644193, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 3416.54, "end": 3416.94, "word": "نقطة", "probability": 0.8806966145833334}, {"start": 3416.94, "end": 3417.16, "word": " طاعة", "probability": 0.666015625}, {"start": 3417.16, "end": 3417.62, "word": " بنتك", "probability": 0.8919270833333334}, {"start": 3417.62, "end": 3417.72, "word": " و", "probability": 0.64453125}, {"start": 3417.72, "end": 3417.82, "word": " لا", "probability": 0.97265625}, {"start": 3417.82, "end": 3418.12, "word": " نقطة", "probability": 0.9781901041666666}, {"start": 3418.12, "end": 3419.22, "word": " قوة؟", "probability": 0.6966552734375}, {"start": 3419.22, "end": 3419.98, "word": " بنتك؟", "probability": 0.8819580078125}, {"start": 3419.98, "end": 3421.54, "word": " يمكن", "probability": 0.346435546875}, {"start": 3421.54, "end": 3421.92, "word": " نقطة", "probability": 0.9622395833333334}, {"start": 3421.92, "end": 3422.46, "word": " دفك", "probability": 0.6682942708333334}, {"start": 3422.46, "end": 3423.1, "word": " إن", "probability": 0.2578125}, {"start": 3423.1, "end": 3423.38, "word": " شاء", "probability": 0.967529296875}, {"start": 3423.38, "end": 3423.62, "word": " الله،", "probability": 0.685546875}, {"start": 3423.62, "end": 3424.6, "word": " ببنحكي،", "probability": 0.6242850167410714}, {"start": 3424.6, "end": 3424.8, "word": " لله", "probability": 0.4801025390625}, {"start": 3424.8, "end": 3424.9, "word": " يا", "probability": 0.7802734375}, {"start": 3424.9, "end": 3425.16, "word": " أنا", "probability": 0.33056640625}, {"start": 3425.16, "end": 3425.9, "word": " المفروض", "probability": 0.912109375}, {"start": 3425.9, "end": 3426.36, "word": " مجهزة", "probability": 0.748095703125}, {"start": 3426.36, "end": 3427.1, "word": " الإجابة", "probability": 0.896728515625}, {"start": 3427.1, "end": 3428.68, "word": " هو", "probability": 0.673828125}, {"start": 3428.68, "end": 3428.9, "word": " أنا", "probability": 0.837890625}, {"start": 3428.9, "end": 3429.5, "word": " عندنا", "probability": 0.40985107421875}, {"start": 3429.5, "end": 3429.7, "word": " نقطة", "probability": 0.9931640625}, {"start": 3429.7, "end": 3430.04, "word": " طاعة", "probability": 0.91357421875}, {"start": 3430.04, "end": 3430.58, "word": " شوية", "probability": 0.74169921875}, {"start": 3430.58, "end": 3431.08, "word": " يعني،", "probability": 0.7417805989583334}, {"start": 3431.08, "end": 3431.16, "word": " اللي", "probability": 0.550048828125}, {"start": 3431.16, "end": 3431.84, "word": " خجل", "probability": 0.8566080729166666}, {"start": 3431.84, "end": 3432.42, "word": " اتيانا", "probability": 0.642425537109375}, {"start": 3432.42, "end": 3433.56, "word": " الخجل؟", "probability": 0.81201171875}, {"start": 3433.56, "end": 3434.38, "word": " اتيانا؟", "probability": 0.7919108072916666}, {"start": 3434.38, "end": 3435.14, "word": " أه،", "probability": 0.6923014322916666}, {"start": 3435.14, "end": 3435.4, "word": " صح", "probability": 0.990478515625}, {"start": 3435.4, "end": 3435.88, "word": " لمسنا،", "probability": 0.69659423828125}, {"start": 3435.88, "end": 3435.94, "word": " أنا", "probability": 0.4833984375}, {"start": 3435.94, "end": 3436.24, "word": " موقفت", "probability": 0.8974609375}, {"start": 3436.24, "end": 3436.68, "word": " هناك", "probability": 0.986328125}, {"start": 3436.68, "end": 3437.06, "word": " يعني", "probability": 0.8427734375}, {"start": 3437.06, "end": 3437.72, "word": " أول", "probability": 0.861328125}, {"start": 3437.72, "end": 3438.1, "word": " مدت", "probability": 0.569091796875}, {"start": 3438.1, "end": 3439.26, "word": " شوارع", "probability": 0.55743408203125}, {"start": 3439.26, "end": 3439.62, "word": " كنت", "probability": 0.82373046875}, {"start": 3439.62, "end": 3439.76, "word": " أنا", "probability": 0.90966796875}, {"start": 3439.76, "end": 3440.38, "word": " متخرجة", "probability": 0.8787841796875}, {"start": 3440.38, "end": 3440.5, "word": " و", "probability": 0.155517578125}, {"start": 3440.5, "end": 3440.62, "word": " لا", "probability": 0.262451171875}, {"start": 3440.62, "end": 3440.72, "word": " ..؟", "probability": 0.475830078125}, {"start": 3440.72, "end": 3440.78, "word": " لأ", "probability": 0.4422607421875}, {"start": 3440.78, "end": 3441.06, "word": " مارمت", "probability": 0.35211181640625}, {"start": 3441.06, "end": 3441.4, "word": " خرجت", "probability": 0.4938557942708333}, {"start": 3441.4, "end": 3441.94, "word": " هندسة", "probability": 0.7930908203125}, {"start": 3441.94, "end": 3442.78, "word": " صحيح،", "probability": 0.8771484375}, {"start": 3442.78, "end": 3443.2, "word": " لأني", "probability": 0.416015625}, {"start": 3443.2, "end": 3443.6, "word": " ماعرفش", "probability": 0.68084716796875}, {"start": 3443.6, "end": 3444.34, "word": " هندسة", "probability": 0.707763671875}, {"start": 3444.34, "end": 3445.02, "word": " هندسة", "probability": 0.938720703125}, {"start": 3445.02, "end": 3445.62, "word": " تحاسوب،", "probability": 0.670361328125}, {"start": 3445.62, "end": 3445.82, "word": " أه", "probability": 0.95849609375}], "temperature": 1.0}, {"id": 136, "seek": 347443, "start": 3446.45, "end": 3474.43, "text": "تعامل مع ال .. بتفضل تعاملي مع الماديات أكتر من الإنسان صحيح لما بدأت شغل بدأت .. يعني كنت في حال يبيح .. مكسوفة اه يحكي مع بعضها .. طبيعي الشغل .. اندمجتي .. اندمجتي ممتاز راحت هذه الصفة بس مش كلها .. هي بالتدريج اللي خاش اللي بضل في التدريج يا عزيزي لأنه بقى شهتاني انه مابجه جمهور إلا بس موظفين اه أنا مجهزة يعني بتتعامل مع حد .. حد اخر اه ممتاز طب لو كنت في مناسبة اجتماعية بتظلي قاعدة تستنى ان انا أستن", "tokens": [2655, 3615, 10943, 1211, 20449, 2423, 4386, 39894, 5172, 11242, 1211, 6055, 3615, 10943, 20292, 20449, 9673, 18513, 1829, 9307, 5551, 4117, 2655, 2288, 9154, 33688, 1863, 3794, 7649, 20328, 5016, 1829, 5016, 5296, 15042, 47525, 10721, 2655, 13412, 17082, 1211, 47525, 10721, 2655, 4386, 37495, 22653, 9122, 29399, 8978, 11331, 6027, 7251, 21292, 5016, 4386, 3714, 4117, 3794, 38688, 3660, 1975, 3224, 7251, 5016, 4117, 1829, 20449, 45030, 11242, 11296, 4386, 23032, 21292, 3615, 1829, 25124, 17082, 1211, 4386, 16472, 40448, 7435, 31371, 4386, 16472, 40448, 7435, 31371, 3714, 2304, 2655, 31377, 12602, 39319, 2655, 29538, 31767, 5172, 3660, 4724, 3794, 37893, 28242, 11296, 4386, 39896, 20666, 2655, 3215, 16572, 7435, 13672, 1829, 16490, 33599, 13672, 1829, 4724, 11242, 1211, 8978, 16712, 3215, 16572, 7435, 35186, 6225, 11622, 1829, 11622, 1829, 5296, 33456, 3224, 4724, 4587, 7578, 13412, 3224, 2655, 7649, 1829, 16472, 3224, 3714, 16758, 7435, 3224, 10874, 2304, 3224, 13063, 11933, 15040, 4724, 3794, 3714, 2407, 19913, 5172, 9957, 1975, 3224, 41850, 3714, 7435, 3224, 11622, 3660, 37495, 22653, 39894, 2655, 3615, 10943, 1211, 20449, 11331, 3215, 4386, 11331, 3215, 1975, 34740, 1975, 3224, 3714, 2304, 2655, 31377, 23032, 3555, 45164, 9122, 29399, 8978, 3714, 8315, 35457, 3660, 1975, 7435, 2655, 15042, 3615, 10632, 39894, 19913, 20292, 12174, 995, 22488, 3660, 6055, 14851, 1863, 7578, 16472, 1975, 8315, 5551, 14851, 1863], "avg_logprob": -0.32499999152289494, "compression_ratio": 2.084795321637427, "no_speech_prob": 6.377696990966797e-06, "words": [{"start": 3446.45, "end": 3446.85, "word": "تعامل", "probability": 0.64788818359375}, {"start": 3446.85, "end": 3446.95, "word": " مع", "probability": 0.93603515625}, {"start": 3446.95, "end": 3446.95, "word": " ال", "probability": 0.211669921875}, {"start": 3446.95, "end": 3446.95, "word": " ..", "probability": 0.4951171875}, {"start": 3446.95, "end": 3447.37, "word": " بتفضل", "probability": 0.8734130859375}, {"start": 3447.37, "end": 3447.87, "word": " تعاملي", "probability": 0.8466796875}, {"start": 3447.87, "end": 3448.05, "word": " مع", "probability": 0.990234375}, {"start": 3448.05, "end": 3448.53, "word": " الماديات", "probability": 0.76202392578125}, {"start": 3448.53, "end": 3448.83, "word": " أكتر", "probability": 0.9432373046875}, {"start": 3448.83, "end": 3448.93, "word": " من", "probability": 0.96826171875}, {"start": 3448.93, "end": 3449.31, "word": " الإنسان", "probability": 0.758880615234375}, {"start": 3449.31, "end": 3449.75, "word": " صحيح", "probability": 0.896240234375}, {"start": 3449.75, "end": 3450.11, "word": " لما", "probability": 0.831787109375}, {"start": 3450.11, "end": 3450.73, "word": " بدأت", "probability": 0.8331705729166666}, {"start": 3450.73, "end": 3451.31, "word": " شغل", "probability": 0.9342447916666666}, {"start": 3451.31, "end": 3452.25, "word": " بدأت", "probability": 0.8603515625}, {"start": 3452.25, "end": 3452.43, "word": " ..", "probability": 0.449462890625}, {"start": 3452.43, "end": 3452.59, "word": " يعني", "probability": 0.95361328125}, {"start": 3452.59, "end": 3452.83, "word": " كنت", "probability": 0.986328125}, {"start": 3452.83, "end": 3453.01, "word": " في", "probability": 0.9365234375}, {"start": 3453.01, "end": 3453.27, "word": " حال", "probability": 0.9951171875}, {"start": 3453.27, "end": 3453.57, "word": " يبيح", "probability": 0.6075032552083334}, {"start": 3453.57, "end": 3453.57, "word": " ..", "probability": 0.23828125}, {"start": 3453.57, "end": 3454.25, "word": " مكسوفة", "probability": 0.97666015625}, {"start": 3454.25, "end": 3454.73, "word": " اه", "probability": 0.729736328125}, {"start": 3454.73, "end": 3454.99, "word": " يحكي", "probability": 0.79864501953125}, {"start": 3454.99, "end": 3455.09, "word": " مع", "probability": 0.5009765625}, {"start": 3455.09, "end": 3455.49, "word": " بعضها", "probability": 0.8885091145833334}, {"start": 3455.49, "end": 3456.17, "word": " ..", "probability": 0.285400390625}, {"start": 3456.17, "end": 3456.73, "word": " طبيعي", "probability": 0.8079833984375}, {"start": 3456.73, "end": 3457.03, "word": " الشغل", "probability": 0.9671223958333334}, {"start": 3457.03, "end": 3457.17, "word": " ..", "probability": 0.46484375}, {"start": 3457.17, "end": 3457.73, "word": " اندمجتي", "probability": 0.8597412109375}, {"start": 3457.73, "end": 3457.85, "word": " ..", "probability": 0.5087890625}, {"start": 3457.85, "end": 3458.37, "word": " اندمجتي", "probability": 0.825927734375}, {"start": 3458.37, "end": 3458.95, "word": " ممتاز", "probability": 0.9107666015625}, {"start": 3458.95, "end": 3459.35, "word": " راحت", "probability": 0.5841471354166666}, {"start": 3459.35, "end": 3459.49, "word": " هذه", "probability": 0.482666015625}, {"start": 3459.49, "end": 3459.99, "word": " الصفة", "probability": 0.9939778645833334}, {"start": 3459.99, "end": 3460.39, "word": " بس", "probability": 0.94287109375}, {"start": 3460.39, "end": 3460.55, "word": " مش", "probability": 0.9921875}, {"start": 3460.55, "end": 3460.93, "word": " كلها", "probability": 0.47705078125}, {"start": 3460.93, "end": 3461.37, "word": " ..", "probability": 0.81396484375}, {"start": 3461.37, "end": 3461.65, "word": " هي", "probability": 0.830078125}, {"start": 3461.65, "end": 3462.17, "word": " بالتدريج", "probability": 0.84619140625}, {"start": 3462.17, "end": 3462.25, "word": " اللي", "probability": 0.54931640625}, {"start": 3462.25, "end": 3462.45, "word": " خاش", "probability": 0.54736328125}, {"start": 3462.45, "end": 3462.51, "word": " اللي", "probability": 0.7578125}, {"start": 3462.51, "end": 3462.63, "word": " بضل", "probability": 0.670654296875}, {"start": 3462.63, "end": 3462.75, "word": " في", "probability": 0.4384765625}, {"start": 3462.75, "end": 3463.11, "word": " التدريج", "probability": 0.9810791015625}, {"start": 3463.11, "end": 3463.21, "word": " يا", "probability": 0.08648681640625}, {"start": 3463.21, "end": 3463.21, "word": " عزيزي", "probability": 0.87802734375}, {"start": 3463.21, "end": 3463.77, "word": " لأنه", "probability": 0.4159749348958333}, {"start": 3463.77, "end": 3463.91, "word": " بقى", "probability": 0.5082194010416666}, {"start": 3463.91, "end": 3464.43, "word": " شهتاني", "probability": 0.679296875}, {"start": 3464.43, "end": 3464.87, "word": " انه", "probability": 0.6669921875}, {"start": 3464.87, "end": 3465.49, "word": " مابجه", "probability": 0.71728515625}, {"start": 3465.49, "end": 3465.93, "word": " جمهور", "probability": 0.8695068359375}, {"start": 3465.93, "end": 3466.13, "word": " إلا", "probability": 0.92041015625}, {"start": 3466.13, "end": 3466.29, "word": " بس", "probability": 0.87890625}, {"start": 3466.29, "end": 3466.85, "word": " موظفين", "probability": 0.854736328125}, {"start": 3466.85, "end": 3467.35, "word": " اه", "probability": 0.69677734375}, {"start": 3467.35, "end": 3467.59, "word": " أنا", "probability": 0.48779296875}, {"start": 3467.59, "end": 3467.99, "word": " مجهزة", "probability": 0.702783203125}, {"start": 3467.99, "end": 3468.07, "word": " يعني", "probability": 0.755126953125}, {"start": 3468.07, "end": 3468.51, "word": " بتتعامل", "probability": 0.86708984375}, {"start": 3468.51, "end": 3468.63, "word": " مع", "probability": 0.994140625}, {"start": 3468.63, "end": 3468.85, "word": " حد", "probability": 0.68798828125}, {"start": 3468.85, "end": 3468.85, "word": " ..", "probability": 0.47802734375}, {"start": 3468.85, "end": 3469.19, "word": " حد", "probability": 0.825927734375}, {"start": 3469.19, "end": 3469.31, "word": " اخر", "probability": 0.47418212890625}, {"start": 3469.31, "end": 3469.75, "word": " اه", "probability": 0.5916748046875}, {"start": 3469.75, "end": 3470.69, "word": " ممتاز", "probability": 0.889892578125}, {"start": 3470.69, "end": 3471.23, "word": " طب", "probability": 0.96142578125}, {"start": 3471.23, "end": 3471.35, "word": " لو", "probability": 0.9853515625}, {"start": 3471.35, "end": 3471.59, "word": " كنت", "probability": 0.993408203125}, {"start": 3471.59, "end": 3471.87, "word": " في", "probability": 0.9462890625}, {"start": 3471.87, "end": 3472.49, "word": " مناسبة", "probability": 0.93212890625}, {"start": 3472.49, "end": 3472.95, "word": " اجتماعية", "probability": 0.8519694010416666}, {"start": 3472.95, "end": 3473.31, "word": " بتظلي", "probability": 0.6570638020833334}, {"start": 3473.31, "end": 3473.63, "word": " قاعدة", "probability": 0.79931640625}, {"start": 3473.63, "end": 3474.09, "word": " تستنى", "probability": 0.63885498046875}, {"start": 3474.09, "end": 3474.23, "word": " ان", "probability": 0.32568359375}, {"start": 3474.23, "end": 3474.27, "word": " انا", "probability": 0.78955078125}, {"start": 3474.27, "end": 3474.43, "word": " أستن", "probability": 0.7496744791666666}], "temperature": 1.0}, {"id": 137, "seek": 350481, "start": 3475.81, "end": 3504.81, "text": "يعني شوفت إسلام جاي من فيك بس طالع إن إسلام تدور عليك و تشوفه هي خجولة بالفترة لأ هو فيه فرق بين حياء وخجل خانة إن إحنا من عنده مرض نفسي يعني الحياء النبي كان أشده حياء ماقلوش أشده خجل أشده حياء حياء الشرعي ماشي يعني بس شوية شوية بقى فحقك لأ لأ إن هو راحي بتحب العجلة لأ إجتماعية طيب الحمد لأ بس هتروح الصباد ممكن عشان طبيعي شغلك بس أهو صحيح أنا بحكت في بداية ال show أني كنت", "tokens": [40228, 22653, 13412, 38688, 2655, 11933, 3794, 37440, 10874, 47302, 9154, 8978, 4117, 4724, 3794, 23032, 6027, 3615, 36145, 11933, 3794, 37440, 6055, 3215, 13063, 25894, 4117, 4032, 6055, 8592, 38688, 3224, 39896, 16490, 7435, 12610, 3660, 20666, 5172, 2655, 25720, 5296, 10721, 31439, 8978, 3224, 6156, 2288, 4587, 49374, 11331, 1829, 16606, 4032, 9778, 7435, 1211, 16490, 7649, 3660, 36145, 11933, 5016, 8315, 9154, 43242, 3224, 3714, 43042, 8717, 36178, 1829, 37495, 22653, 21542, 1829, 16606, 28239, 21292, 25961, 5551, 8592, 3215, 3224, 11331, 1829, 16606, 19446, 4587, 1211, 2407, 8592, 5551, 8592, 3215, 3224, 16490, 7435, 1211, 5551, 8592, 3215, 3224, 11331, 1829, 16606, 11331, 1829, 16606, 25124, 2288, 3615, 1829, 3714, 33599, 1829, 37495, 22653, 4724, 3794, 13412, 2407, 10632, 13412, 2407, 10632, 4724, 4587, 7578, 6156, 5016, 4587, 4117, 5296, 10721, 5296, 10721, 36145, 31439, 12602, 39319, 1829, 39894, 5016, 3555, 18863, 7435, 37977, 5296, 10721, 11933, 7435, 2655, 15042, 3615, 10632, 23032, 1829, 3555, 21542, 2304, 3215, 5296, 10721, 4724, 3794, 8032, 2655, 32887, 5016, 31767, 3555, 18513, 3714, 43020, 6225, 8592, 7649, 23032, 21292, 3615, 1829, 13412, 17082, 23275, 4724, 3794, 5551, 3224, 2407, 20328, 5016, 1829, 5016, 41850, 4724, 5016, 4117, 2655, 8978, 4724, 28259, 10632, 2423, 855, 14739, 1829, 9122, 29399], "avg_logprob": -0.3264880820399239, "compression_ratio": 2.0555555555555554, "no_speech_prob": 2.086162567138672e-06, "words": [{"start": 3475.81, "end": 3476.21, "word": "يعني", "probability": 0.9267578125}, {"start": 3476.21, "end": 3476.51, "word": " شوفت", "probability": 0.9055989583333334}, {"start": 3476.51, "end": 3476.77, "word": " إسلام", "probability": 0.7513834635416666}, {"start": 3476.77, "end": 3476.99, "word": " جاي", "probability": 0.857177734375}, {"start": 3476.99, "end": 3477.15, "word": " من", "probability": 0.36572265625}, {"start": 3477.15, "end": 3477.75, "word": " فيك", "probability": 0.46337890625}, {"start": 3477.75, "end": 3478.51, "word": " بس", "probability": 0.612060546875}, {"start": 3478.51, "end": 3478.67, "word": " طالع", "probability": 0.4669189453125}, {"start": 3478.67, "end": 3478.77, "word": " إن", "probability": 0.6884765625}, {"start": 3478.77, "end": 3479.07, "word": " إسلام", "probability": 0.9296875}, {"start": 3479.07, "end": 3479.35, "word": " تدور", "probability": 0.8235677083333334}, {"start": 3479.35, "end": 3479.61, "word": " عليك", "probability": 0.90966796875}, {"start": 3479.61, "end": 3479.69, "word": " و", "probability": 0.86474609375}, {"start": 3479.69, "end": 3480.15, "word": " تشوفه", "probability": 0.86053466796875}, {"start": 3480.15, "end": 3480.47, "word": " هي", "probability": 0.63134765625}, {"start": 3480.47, "end": 3480.89, "word": " خجولة", "probability": 0.864013671875}, {"start": 3480.89, "end": 3481.45, "word": " بالفترة", "probability": 0.989501953125}, {"start": 3481.45, "end": 3482.61, "word": " لأ", "probability": 0.894775390625}, {"start": 3482.61, "end": 3482.87, "word": " هو", "probability": 0.86865234375}, {"start": 3482.87, "end": 3483.13, "word": " فيه", "probability": 0.78125}, {"start": 3483.13, "end": 3483.27, "word": " فرق", "probability": 0.98291015625}, {"start": 3483.27, "end": 3483.39, "word": " بين", "probability": 0.7705078125}, {"start": 3483.39, "end": 3483.61, "word": " حياء", "probability": 0.7989908854166666}, {"start": 3483.61, "end": 3484.01, "word": " وخجل", "probability": 0.80487060546875}, {"start": 3484.01, "end": 3484.29, "word": " خانة", "probability": 0.5768229166666666}, {"start": 3484.29, "end": 3484.35, "word": " إن", "probability": 0.4189453125}, {"start": 3484.35, "end": 3484.49, "word": " إحنا", "probability": 0.89697265625}, {"start": 3484.49, "end": 3484.61, "word": " من", "probability": 0.15283203125}, {"start": 3484.61, "end": 3484.85, "word": " عنده", "probability": 0.64111328125}, {"start": 3484.85, "end": 3484.99, "word": " مرض", "probability": 0.5225830078125}, {"start": 3484.99, "end": 3485.33, "word": " نفسي", "probability": 0.7798665364583334}, {"start": 3485.33, "end": 3486.13, "word": " يعني", "probability": 0.877685546875}, {"start": 3486.13, "end": 3487.39, "word": " الحياء", "probability": 0.7325846354166666}, {"start": 3487.39, "end": 3487.69, "word": " النبي", "probability": 0.892822265625}, {"start": 3487.69, "end": 3487.97, "word": " كان", "probability": 0.98388671875}, {"start": 3487.97, "end": 3489.13, "word": " أشده", "probability": 0.80487060546875}, {"start": 3489.13, "end": 3489.43, "word": " حياء", "probability": 0.9602864583333334}, {"start": 3489.43, "end": 3489.81, "word": " ماقلوش", "probability": 0.799365234375}, {"start": 3489.81, "end": 3490.17, "word": " أشده", "probability": 0.97412109375}, {"start": 3490.17, "end": 3490.49, "word": " خجل", "probability": 0.9705403645833334}, {"start": 3490.49, "end": 3491.19, "word": " أشده", "probability": 0.95068359375}, {"start": 3491.19, "end": 3491.51, "word": " حياء", "probability": 0.9462890625}, {"start": 3491.51, "end": 3492.69, "word": " حياء", "probability": 0.8668619791666666}, {"start": 3492.69, "end": 3493.09, "word": " الشرعي", "probability": 0.471923828125}, {"start": 3493.09, "end": 3493.73, "word": " ماشي", "probability": 0.6311848958333334}, {"start": 3493.73, "end": 3493.83, "word": " يعني", "probability": 0.910888671875}, {"start": 3493.83, "end": 3493.99, "word": " بس", "probability": 0.92529296875}, {"start": 3493.99, "end": 3494.19, "word": " شوية", "probability": 0.76220703125}, {"start": 3494.19, "end": 3494.33, "word": " شوية", "probability": 0.986328125}, {"start": 3494.33, "end": 3494.49, "word": " بقى", "probability": 0.5728759765625}, {"start": 3494.49, "end": 3494.89, "word": " فحقك", "probability": 0.4454345703125}, {"start": 3494.89, "end": 3495.11, "word": " لأ", "probability": 0.6038818359375}, {"start": 3495.11, "end": 3495.37, "word": " لأ", "probability": 0.966796875}, {"start": 3495.37, "end": 3495.69, "word": " إن", "probability": 0.10589599609375}, {"start": 3495.69, "end": 3495.75, "word": " هو", "probability": 0.50732421875}, {"start": 3495.75, "end": 3496.17, "word": " راحي", "probability": 0.6834309895833334}, {"start": 3496.17, "end": 3496.57, "word": " بتحب", "probability": 0.9015299479166666}, {"start": 3496.57, "end": 3497.01, "word": " العجلة", "probability": 0.7947591145833334}, {"start": 3497.01, "end": 3497.77, "word": " لأ", "probability": 0.84375}, {"start": 3497.77, "end": 3499.19, "word": " إجتماعية", "probability": 0.7823893229166666}, {"start": 3499.19, "end": 3499.77, "word": " طيب", "probability": 0.9817708333333334}, {"start": 3499.77, "end": 3500.05, "word": " الحمد", "probability": 0.9646809895833334}, {"start": 3500.05, "end": 3500.17, "word": " لأ", "probability": 0.6805419921875}, {"start": 3500.17, "end": 3500.27, "word": " بس", "probability": 0.961669921875}, {"start": 3500.27, "end": 3500.59, "word": " هتروح", "probability": 0.8521728515625}, {"start": 3500.59, "end": 3500.97, "word": " الصباد", "probability": 0.4572347005208333}, {"start": 3500.97, "end": 3501.23, "word": " ممكن", "probability": 0.888671875}, {"start": 3501.23, "end": 3501.49, "word": " عشان", "probability": 0.8243815104166666}, {"start": 3501.49, "end": 3501.71, "word": " طبيعي", "probability": 0.868896484375}, {"start": 3501.71, "end": 3501.99, "word": " شغلك", "probability": 0.5956217447916666}, {"start": 3501.99, "end": 3502.17, "word": " بس", "probability": 0.9755859375}, {"start": 3502.17, "end": 3502.47, "word": " أهو", "probability": 0.5894368489583334}, {"start": 3502.47, "end": 3502.95, "word": " صحيح", "probability": 0.916015625}, {"start": 3502.95, "end": 3503.17, "word": " أنا", "probability": 0.80224609375}, {"start": 3503.17, "end": 3503.45, "word": " بحكت", "probability": 0.72674560546875}, {"start": 3503.45, "end": 3503.61, "word": " في", "probability": 0.302734375}, {"start": 3503.61, "end": 3504.05, "word": " بداية", "probability": 0.7491048177083334}, {"start": 3504.05, "end": 3504.15, "word": " ال", "probability": 0.49951171875}, {"start": 3504.15, "end": 3504.29, "word": " show", "probability": 0.798828125}, {"start": 3504.29, "end": 3504.59, "word": " أني", "probability": 0.4727783203125}, {"start": 3504.59, "end": 3504.81, "word": " كنت", "probability": 0.94677734375}], "temperature": 1.0}, {"id": 138, "seek": 353038, "start": 3505.14, "end": 3530.38, "text": "مع الجهاز؟ أه مع الجهاز مش في حاجة تحكي معاه، ماعندي كل وقت حاسس الطبع في الشخصية أه صحيح، سامية شكرا، عندي نقطة ضعف ان انا perfectionist يعني بدور على الـ كمان، فكتير بغلبي بالشغل يعني مثلا لما كنت .. الشغل هو بالحقيقة، بالحقيقة، لازم أقولش على أكمل وجهي فبأثر طبعا، و كمان عندي اهتمام بالتفاصيل", "tokens": [2304, 3615, 25724, 3224, 31377, 22807, 5551, 3224, 20449, 25724, 3224, 31377, 37893, 8978, 11331, 26108, 3660, 6055, 5016, 4117, 1829, 20449, 40294, 12399, 19446, 3615, 1863, 16254, 28242, 4032, 38149, 11331, 32277, 3794, 41950, 3555, 3615, 8978, 25124, 9778, 9381, 10632, 5551, 3224, 20328, 5016, 1829, 5016, 12399, 8608, 10943, 10632, 13412, 4117, 23557, 12399, 18871, 16254, 8717, 47432, 3660, 48812, 3615, 5172, 16472, 1975, 8315, 19708, 468, 37495, 22653, 4724, 3215, 13063, 15844, 2423, 39184, 9122, 2304, 7649, 12399, 6156, 4117, 2655, 13546, 4724, 17082, 1211, 21292, 20666, 8592, 17082, 1211, 37495, 22653, 50113, 15040, 5296, 15042, 9122, 29399, 4386, 25124, 17082, 1211, 31439, 20666, 5016, 38436, 28671, 12399, 20666, 5016, 38436, 28671, 12399, 5296, 31377, 2304, 5551, 39648, 8592, 15844, 5551, 24793, 1211, 49610, 3224, 1829, 6156, 3555, 10721, 49115, 23032, 3555, 3615, 995, 12399, 4032, 9122, 2304, 7649, 18871, 16254, 1975, 3224, 39237, 10943, 20666, 2655, 5172, 33546, 26895], "avg_logprob": -0.35856331807452363, "compression_ratio": 1.8445229681978799, "no_speech_prob": 3.635883331298828e-06, "words": [{"start": 3505.14, "end": 3505.38, "word": "مع", "probability": 0.56036376953125}, {"start": 3505.38, "end": 3506.02, "word": " الجهاز؟", "probability": 0.7218017578125}, {"start": 3506.02, "end": 3506.18, "word": " أه", "probability": 0.783447265625}, {"start": 3506.18, "end": 3506.3, "word": " مع", "probability": 0.67626953125}, {"start": 3506.3, "end": 3506.72, "word": " الجهاز", "probability": 0.96044921875}, {"start": 3506.72, "end": 3507.14, "word": " مش", "probability": 0.08685302734375}, {"start": 3507.14, "end": 3507.5, "word": " في", "probability": 0.34375}, {"start": 3507.5, "end": 3507.66, "word": " حاجة", "probability": 0.7508951822916666}, {"start": 3507.66, "end": 3507.96, "word": " تحكي", "probability": 0.968994140625}, {"start": 3507.96, "end": 3508.5, "word": " معاه،", "probability": 0.7564290364583334}, {"start": 3508.5, "end": 3508.84, "word": " ماعندي", "probability": 0.49713134765625}, {"start": 3508.84, "end": 3509.02, "word": " كل", "probability": 0.2841796875}, {"start": 3509.02, "end": 3509.24, "word": " وقت", "probability": 0.877685546875}, {"start": 3509.24, "end": 3509.54, "word": " حاسس", "probability": 0.6731770833333334}, {"start": 3509.54, "end": 3509.84, "word": " الطبع", "probability": 0.8727213541666666}, {"start": 3509.84, "end": 3510.0, "word": " في", "probability": 0.87646484375}, {"start": 3510.0, "end": 3511.0, "word": " الشخصية", "probability": 0.96337890625}, {"start": 3511.0, "end": 3511.28, "word": " أه", "probability": 0.59906005859375}, {"start": 3511.28, "end": 3511.82, "word": " صحيح،", "probability": 0.830810546875}, {"start": 3511.82, "end": 3512.22, "word": " سامية", "probability": 0.6898600260416666}, {"start": 3512.22, "end": 3513.82, "word": " شكرا،", "probability": 0.803466796875}, {"start": 3513.82, "end": 3515.26, "word": " عندي", "probability": 0.712890625}, {"start": 3515.26, "end": 3516.52, "word": " نقطة", "probability": 0.82958984375}, {"start": 3516.52, "end": 3516.82, "word": " ضعف", "probability": 0.7552083333333334}, {"start": 3516.82, "end": 3516.96, "word": " ان", "probability": 0.2236328125}, {"start": 3516.96, "end": 3517.4, "word": " انا", "probability": 0.774658203125}, {"start": 3517.4, "end": 3518.82, "word": " perfectionist", "probability": 0.5791015625}, {"start": 3518.82, "end": 3519.04, "word": " يعني", "probability": 0.7822265625}, {"start": 3519.04, "end": 3519.46, "word": " بدور", "probability": 0.7002766927083334}, {"start": 3519.46, "end": 3519.74, "word": " على", "probability": 0.8447265625}, {"start": 3519.74, "end": 3520.26, "word": " الـ", "probability": 0.4239501953125}, {"start": 3520.26, "end": 3521.16, "word": " كمان،", "probability": 0.70770263671875}, {"start": 3521.16, "end": 3522.84, "word": " فكتير", "probability": 0.76806640625}, {"start": 3522.84, "end": 3523.16, "word": " بغلبي", "probability": 0.7259521484375}, {"start": 3523.16, "end": 3523.64, "word": " بالشغل", "probability": 0.949951171875}, {"start": 3523.64, "end": 3523.8, "word": " يعني", "probability": 0.720458984375}, {"start": 3523.8, "end": 3524.06, "word": " مثلا", "probability": 0.9189453125}, {"start": 3524.06, "end": 3524.3, "word": " لما", "probability": 0.921875}, {"start": 3524.3, "end": 3524.72, "word": " كنت", "probability": 0.384033203125}, {"start": 3524.72, "end": 3524.76, "word": " ..", "probability": 0.32080078125}, {"start": 3524.76, "end": 3525.06, "word": " الشغل", "probability": 0.7681477864583334}, {"start": 3525.06, "end": 3525.12, "word": " هو", "probability": 0.54296875}, {"start": 3525.12, "end": 3525.68, "word": " بالحقيقة،", "probability": 0.842578125}, {"start": 3525.68, "end": 3526.2, "word": " بالحقيقة،", "probability": 0.770556640625}, {"start": 3526.2, "end": 3526.54, "word": " لازم", "probability": 0.6826171875}, {"start": 3526.54, "end": 3527.0, "word": " أقولش", "probability": 0.4124348958333333}, {"start": 3527.0, "end": 3527.16, "word": " على", "probability": 0.7939453125}, {"start": 3527.16, "end": 3527.44, "word": " أكمل", "probability": 0.6875813802083334}, {"start": 3527.44, "end": 3527.78, "word": " وجهي", "probability": 0.8671875}, {"start": 3527.78, "end": 3528.54, "word": " فبأثر", "probability": 0.8394775390625}, {"start": 3528.54, "end": 3528.98, "word": " طبعا،", "probability": 0.9146484375}, {"start": 3528.98, "end": 3529.04, "word": " و", "probability": 0.7578125}, {"start": 3529.04, "end": 3529.24, "word": " كمان", "probability": 0.84912109375}, {"start": 3529.24, "end": 3529.48, "word": " عندي", "probability": 0.854248046875}, {"start": 3529.48, "end": 3529.8, "word": " اهتمام", "probability": 0.88916015625}, {"start": 3529.8, "end": 3530.38, "word": " بالتفاصيل", "probability": 0.96669921875}], "temperature": 1.0}, {"id": 139, "seek": 355018, "start": 3530.7, "end": 3550.18, "text": "أحيانا بيبتاخد قرار سريع و بتوهي بالتفاصيل لما .. يعني ماب .. مابتاخدش قرار بشكل عاجل و بالتالي بأثر على الأشياء اللي .. طب ماشي لما تبتاخد قرار مش هيكون عندك ضال نظر يعني و أعمل كده حياتي هكده؟ بيكون بس أحيانا لما بيكون عندك تفاصيل كتير بتوهي بحس حالي أنه ماأخدتش القرار بسرعة كافية", "tokens": [10721, 5016, 1829, 7649, 995, 4724, 1829, 3555, 2655, 47283, 3215, 12174, 2288, 9640, 8608, 16572, 3615, 4032, 39894, 2407, 3224, 1829, 20666, 2655, 5172, 33546, 26895, 5296, 15042, 4386, 37495, 22653, 3714, 16758, 4386, 3714, 16758, 2655, 47283, 3215, 8592, 12174, 2288, 9640, 4724, 8592, 28820, 6225, 26108, 1211, 4032, 20666, 2655, 6027, 1829, 4724, 10721, 49115, 15844, 16247, 8592, 1829, 16606, 13672, 1829, 4386, 23032, 3555, 3714, 33599, 1829, 5296, 15042, 6055, 3555, 2655, 47283, 3215, 12174, 2288, 9640, 37893, 8032, 1829, 30544, 43242, 4117, 48812, 6027, 8717, 19913, 2288, 37495, 22653, 4032, 5551, 25957, 1211, 9122, 3215, 3224, 11331, 1829, 9307, 1829, 8032, 4117, 3215, 3224, 22807, 4724, 1829, 30544, 4724, 3794, 5551, 5016, 1829, 7649, 995, 5296, 15042, 4724, 1829, 30544, 43242, 4117, 6055, 5172, 33546, 26895, 9122, 2655, 13546, 39894, 2407, 3224, 1829, 4724, 5016, 3794, 11331, 6027, 1829, 14739, 3224, 19446, 10721, 9778, 3215, 2655, 8592, 25062, 2288, 9640, 4724, 3794, 2288, 27884, 9122, 31845, 10632], "avg_logprob": -0.2509585893227279, "compression_ratio": 2.0823045267489713, "no_speech_prob": 5.424022674560547e-06, "words": [{"start": 3530.7, "end": 3531.04, "word": "أحيانا", "probability": 0.87705078125}, {"start": 3531.04, "end": 3531.46, "word": " بيبتاخد", "probability": 0.5061848958333334}, {"start": 3531.46, "end": 3531.72, "word": " قرار", "probability": 0.9386393229166666}, {"start": 3531.72, "end": 3532.1, "word": " سريع", "probability": 0.9807942708333334}, {"start": 3532.1, "end": 3532.4, "word": " و", "probability": 0.2310791015625}, {"start": 3532.4, "end": 3533.0, "word": " بتوهي", "probability": 0.7318115234375}, {"start": 3533.0, "end": 3533.54, "word": " بالتفاصيل", "probability": 0.9212890625}, {"start": 3533.54, "end": 3533.82, "word": " لما", "probability": 0.6651611328125}, {"start": 3533.82, "end": 3534.02, "word": " ..", "probability": 0.65966796875}, {"start": 3534.02, "end": 3534.44, "word": " يعني", "probability": 0.859619140625}, {"start": 3534.44, "end": 3534.64, "word": " ماب", "probability": 0.894287109375}, {"start": 3534.64, "end": 3535.0, "word": " ..", "probability": 0.49609375}, {"start": 3535.0, "end": 3535.7, "word": " مابتاخدش", "probability": 0.8743489583333334}, {"start": 3535.7, "end": 3536.02, "word": " قرار", "probability": 0.9715169270833334}, {"start": 3536.02, "end": 3536.38, "word": " بشكل", "probability": 0.99365234375}, {"start": 3536.38, "end": 3536.86, "word": " عاجل", "probability": 0.732666015625}, {"start": 3536.86, "end": 3537.3, "word": " و", "probability": 0.5107421875}, {"start": 3537.3, "end": 3537.58, "word": " بالتالي", "probability": 0.930419921875}, {"start": 3537.58, "end": 3537.94, "word": " بأثر", "probability": 0.9523111979166666}, {"start": 3537.94, "end": 3538.22, "word": " على", "probability": 0.89208984375}, {"start": 3538.22, "end": 3538.94, "word": " الأشياء", "probability": 0.88818359375}, {"start": 3538.94, "end": 3539.0, "word": " اللي", "probability": 0.5860595703125}, {"start": 3539.0, "end": 3539.0, "word": " ..", "probability": 0.5966796875}, {"start": 3539.0, "end": 3539.16, "word": " طب", "probability": 0.937744140625}, {"start": 3539.16, "end": 3539.36, "word": " ماشي", "probability": 0.8714192708333334}, {"start": 3539.36, "end": 3539.5, "word": " لما", "probability": 0.863037109375}, {"start": 3539.5, "end": 3539.88, "word": " تبتاخد", "probability": 0.754638671875}, {"start": 3539.88, "end": 3540.08, "word": " قرار", "probability": 0.9352213541666666}, {"start": 3540.08, "end": 3540.22, "word": " مش", "probability": 0.5166015625}, {"start": 3540.22, "end": 3540.42, "word": " هيكون", "probability": 0.5801595052083334}, {"start": 3540.42, "end": 3540.7, "word": " عندك", "probability": 0.993896484375}, {"start": 3540.7, "end": 3540.9, "word": " ضال", "probability": 0.406005859375}, {"start": 3540.9, "end": 3541.22, "word": " نظر", "probability": 0.6812337239583334}, {"start": 3541.22, "end": 3541.96, "word": " يعني", "probability": 0.728759765625}, {"start": 3541.96, "end": 3542.08, "word": " و", "probability": 0.379150390625}, {"start": 3542.08, "end": 3542.34, "word": " أعمل", "probability": 0.6731770833333334}, {"start": 3542.34, "end": 3542.5, "word": " كده", "probability": 0.8955078125}, {"start": 3542.5, "end": 3542.72, "word": " حياتي", "probability": 0.65509033203125}, {"start": 3542.72, "end": 3544.26, "word": " هكده؟", "probability": 0.654052734375}, {"start": 3544.26, "end": 3544.54, "word": " بيكون", "probability": 0.947265625}, {"start": 3544.54, "end": 3544.74, "word": " بس", "probability": 0.8349609375}, {"start": 3544.74, "end": 3545.12, "word": " أحيانا", "probability": 0.98837890625}, {"start": 3545.12, "end": 3545.26, "word": " لما", "probability": 0.9716796875}, {"start": 3545.26, "end": 3545.56, "word": " بيكون", "probability": 0.9462890625}, {"start": 3545.56, "end": 3545.78, "word": " عندك", "probability": 0.757080078125}, {"start": 3545.78, "end": 3546.06, "word": " تفاصيل", "probability": 0.9912109375}, {"start": 3546.06, "end": 3546.32, "word": " كتير", "probability": 0.9617513020833334}, {"start": 3546.32, "end": 3546.8, "word": " بتوهي", "probability": 0.7227783203125}, {"start": 3546.8, "end": 3547.6, "word": " بحس", "probability": 0.7548828125}, {"start": 3547.6, "end": 3547.98, "word": " حالي", "probability": 0.9768880208333334}, {"start": 3547.98, "end": 3548.3, "word": " أنه", "probability": 0.78759765625}, {"start": 3548.3, "end": 3548.78, "word": " ماأخدتش", "probability": 0.8309733072916666}, {"start": 3548.78, "end": 3549.16, "word": " القرار", "probability": 0.9765625}, {"start": 3549.16, "end": 3549.56, "word": " بسرعة", "probability": 0.9443359375}, {"start": 3549.56, "end": 3550.18, "word": " كافية", "probability": 0.88525390625}], "temperature": 1.0}, {"id": 140, "seek": 357162, "start": 3553.06, "end": 3571.62, "text": "طبعا هي الميتالية أو الكمال لله، لكن المنيح أن تكون في القان المرتفع، اللي هي الجودة الشاملة، لكن لو عملتي حاجة و لا جيت فيها خلاص، تتحمل نفسك الزمن، هدي نطق الضعف، انه مش خلاص هدي عمل الله، لأ، هدي مشكلة يعني", "tokens": [9566, 3555, 3615, 995, 39896, 9673, 36081, 6027, 10632, 34051, 33251, 2304, 6027, 24976, 3224, 12399, 44381, 9673, 22653, 5016, 14739, 6055, 30544, 8978, 25062, 7649, 9673, 43500, 5172, 3615, 12399, 13672, 1829, 39896, 25724, 23328, 3660, 25124, 10943, 37977, 12399, 44381, 45164, 6225, 42213, 31371, 11331, 26108, 3660, 4032, 20193, 10874, 36081, 8978, 11296, 16490, 1211, 33546, 12399, 6055, 2655, 35571, 1211, 8717, 36178, 4117, 6024, 110, 27842, 12399, 8032, 16254, 8717, 9566, 4587, 6024, 114, 3615, 5172, 12399, 16472, 3224, 37893, 16490, 1211, 33546, 8032, 16254, 6225, 42213, 21984, 12399, 5296, 10721, 12399, 8032, 16254, 37893, 28820, 3660, 37495, 22653], "avg_logprob": -0.3586164927019656, "compression_ratio": 1.9333333333333333, "no_speech_prob": 2.1457672119140625e-06, "words": [{"start": 3553.0600000000004, "end": 3553.7400000000002, "word": "طبعا", "probability": 0.6280517578125}, {"start": 3553.7400000000002, "end": 3554.42, "word": " هي", "probability": 0.74853515625}, {"start": 3554.42, "end": 3555.04, "word": " الميتالية", "probability": 0.8316650390625}, {"start": 3555.04, "end": 3555.24, "word": " أو", "probability": 0.7548828125}, {"start": 3555.24, "end": 3555.64, "word": " الكمال", "probability": 0.8255208333333334}, {"start": 3555.64, "end": 3556.1, "word": " لله،", "probability": 0.72412109375}, {"start": 3556.1, "end": 3556.32, "word": " لكن", "probability": 0.96240234375}, {"start": 3556.32, "end": 3556.66, "word": " المنيح", "probability": 0.5816243489583334}, {"start": 3556.66, "end": 3556.8, "word": " أن", "probability": 0.395263671875}, {"start": 3556.8, "end": 3557.38, "word": " تكون", "probability": 0.31640625}, {"start": 3557.38, "end": 3559.02, "word": " في", "probability": 0.8515625}, {"start": 3559.02, "end": 3559.46, "word": " القان", "probability": 0.7115478515625}, {"start": 3559.46, "end": 3560.04, "word": " المرتفع،", "probability": 0.59052734375}, {"start": 3560.04, "end": 3560.12, "word": " اللي", "probability": 0.6827392578125}, {"start": 3560.12, "end": 3560.22, "word": " هي", "probability": 0.8193359375}, {"start": 3560.22, "end": 3560.52, "word": " الجودة", "probability": 0.9130859375}, {"start": 3560.52, "end": 3561.34, "word": " الشاملة،", "probability": 0.767578125}, {"start": 3561.34, "end": 3561.66, "word": " لكن", "probability": 0.5361328125}, {"start": 3561.66, "end": 3562.66, "word": " لو", "probability": 0.89208984375}, {"start": 3562.66, "end": 3563.0, "word": " عملتي", "probability": 0.7125651041666666}, {"start": 3563.0, "end": 3563.28, "word": " حاجة", "probability": 0.9856770833333334}, {"start": 3563.28, "end": 3563.36, "word": " و", "probability": 0.63916015625}, {"start": 3563.36, "end": 3563.42, "word": " لا", "probability": 0.31298828125}, {"start": 3563.42, "end": 3563.58, "word": " جيت", "probability": 0.5869140625}, {"start": 3563.58, "end": 3563.82, "word": " فيها", "probability": 0.971435546875}, {"start": 3563.82, "end": 3564.12, "word": " خلاص،", "probability": 0.7017822265625}, {"start": 3564.12, "end": 3564.46, "word": " تتحمل", "probability": 0.7847900390625}, {"start": 3564.46, "end": 3564.8, "word": " نفسك", "probability": 0.9690755208333334}, {"start": 3564.8, "end": 3566.28, "word": " الزمن،", "probability": 0.82763671875}, {"start": 3566.28, "end": 3566.84, "word": " هدي", "probability": 0.689697265625}, {"start": 3566.84, "end": 3567.18, "word": " نطق", "probability": 0.695556640625}, {"start": 3567.18, "end": 3568.5, "word": " الضعف،", "probability": 0.796337890625}, {"start": 3568.5, "end": 3568.86, "word": " انه", "probability": 0.6153564453125}, {"start": 3568.86, "end": 3569.3, "word": " مش", "probability": 0.95166015625}, {"start": 3569.3, "end": 3569.68, "word": " خلاص", "probability": 0.9801432291666666}, {"start": 3569.68, "end": 3569.94, "word": " هدي", "probability": 0.444580078125}, {"start": 3569.94, "end": 3570.16, "word": " عمل", "probability": 0.767578125}, {"start": 3570.16, "end": 3570.52, "word": " الله،", "probability": 0.893798828125}, {"start": 3570.52, "end": 3570.84, "word": " لأ،", "probability": 0.7706705729166666}, {"start": 3570.84, "end": 3571.08, "word": " هدي", "probability": 0.661376953125}, {"start": 3571.08, "end": 3571.42, "word": " مشكلة", "probability": 0.9892578125}, {"start": 3571.42, "end": 3571.62, "word": " يعني", "probability": 0.693115234375}], "temperature": 1.0}, {"id": 141, "seek": 360124, "start": 3572.06, "end": 3601.24, "text": "و بعدين تخليلي طبعا إذا أنا كنت بتدور على إنه يكون كمال أو تمام العمل، إنه ممكن أتأخر عن تسليم ال ..شي طبيعي، على أقل وقت طب مش ماخدة بالك إن ماتركزتي على الشغل و ماتركزتيش على الجهد الجسدي اللي إنت قاعدة بتضاق، بتحملية نفسك؟ طبعا، بالأساس طبعا إن هاي نقطة الضعف يعني، إنك ممكن تنسي صحتك، تنسي حياتك الخاصة، تنسي إن جسدك عند حد معين خلاص بصير يعطي وسائل إن هو تعب", "tokens": [2407, 39182, 9957, 6055, 9778, 20292, 20292, 23032, 3555, 3615, 995, 11933, 15730, 41850, 9122, 29399, 39894, 3215, 13063, 15844, 36145, 3224, 7251, 30544, 9122, 2304, 6027, 34051, 46811, 10943, 18863, 42213, 12399, 36145, 3224, 3714, 43020, 5551, 2655, 10721, 34740, 18871, 6055, 3794, 20292, 2304, 2423, 4386, 8592, 1829, 23032, 21292, 3615, 1829, 12399, 15844, 5551, 4587, 1211, 4032, 38149, 23032, 3555, 37893, 3714, 47283, 41891, 20666, 4117, 36145, 3714, 9307, 31747, 11622, 31371, 15844, 25124, 17082, 1211, 4032, 3714, 9307, 31747, 11622, 31371, 8592, 15844, 25724, 3224, 3215, 25724, 3794, 16254, 13672, 1829, 11933, 29399, 12174, 995, 22488, 3660, 39894, 11242, 995, 4587, 12399, 39894, 35571, 1211, 10632, 8717, 36178, 4117, 22807, 23032, 3555, 3615, 995, 12399, 20666, 10721, 3794, 32277, 23032, 3555, 3615, 995, 36145, 8032, 47302, 8717, 47432, 3660, 6024, 114, 3615, 5172, 37495, 22653, 12399, 36145, 4117, 3714, 43020, 6055, 1863, 3794, 1829, 20328, 33753, 4117, 12399, 6055, 1863, 3794, 1829, 11331, 1829, 9307, 4117, 33962, 33546, 3660, 12399, 6055, 1863, 3794, 1829, 36145, 10874, 3794, 3215, 4117, 43242, 11331, 3215, 20449, 9957, 16490, 1211, 33546, 4724, 9381, 13546, 37495, 9566, 1829, 46952, 16373, 1211, 36145, 31439, 37279, 3555], "avg_logprob": -0.2528846211922474, "compression_ratio": 2.050314465408805, "no_speech_prob": 1.1324882507324219e-06, "words": [{"start": 3572.06, "end": 3572.24, "word": "و", "probability": 0.67333984375}, {"start": 3572.24, "end": 3572.56, "word": " بعدين", "probability": 0.903564453125}, {"start": 3572.56, "end": 3572.98, "word": " تخليلي", "probability": 0.63580322265625}, {"start": 3572.98, "end": 3573.3, "word": " طبعا", "probability": 0.941162109375}, {"start": 3573.3, "end": 3573.54, "word": " إذا", "probability": 0.858154296875}, {"start": 3573.54, "end": 3573.74, "word": " أنا", "probability": 0.79248046875}, {"start": 3573.74, "end": 3573.94, "word": " كنت", "probability": 0.985107421875}, {"start": 3573.94, "end": 3574.5, "word": " بتدور", "probability": 0.7750651041666666}, {"start": 3574.5, "end": 3574.68, "word": " على", "probability": 0.73681640625}, {"start": 3574.68, "end": 3574.94, "word": " إنه", "probability": 0.420654296875}, {"start": 3574.94, "end": 3575.12, "word": " يكون", "probability": 0.885498046875}, {"start": 3575.12, "end": 3575.56, "word": " كمال", "probability": 0.9894205729166666}, {"start": 3575.56, "end": 3575.8, "word": " أو", "probability": 0.9501953125}, {"start": 3575.8, "end": 3576.8, "word": " تمام", "probability": 0.81640625}, {"start": 3576.8, "end": 3579.04, "word": " العمل،", "probability": 0.685302734375}, {"start": 3579.04, "end": 3579.22, "word": " إنه", "probability": 0.706787109375}, {"start": 3579.22, "end": 3579.38, "word": " ممكن", "probability": 0.947265625}, {"start": 3579.38, "end": 3579.84, "word": " أتأخر", "probability": 0.971923828125}, {"start": 3579.84, "end": 3580.06, "word": " عن", "probability": 0.98583984375}, {"start": 3580.06, "end": 3580.6, "word": " تسليم", "probability": 0.8428955078125}, {"start": 3580.6, "end": 3580.88, "word": " ال", "probability": 0.2222900390625}, {"start": 3580.88, "end": 3581.34, "word": " ..شي", "probability": 0.5035807291666666}, {"start": 3581.34, "end": 3581.86, "word": " طبيعي،", "probability": 0.7488037109375}, {"start": 3581.86, "end": 3582.3, "word": " على", "probability": 0.76953125}, {"start": 3582.3, "end": 3582.52, "word": " أقل", "probability": 0.71923828125}, {"start": 3582.52, "end": 3582.9, "word": " وقت", "probability": 0.979248046875}, {"start": 3582.9, "end": 3583.72, "word": " طب", "probability": 0.682373046875}, {"start": 3583.72, "end": 3583.88, "word": " مش", "probability": 0.9248046875}, {"start": 3583.88, "end": 3584.14, "word": " ماخدة", "probability": 0.8644205729166666}, {"start": 3584.14, "end": 3584.42, "word": " بالك", "probability": 0.97509765625}, {"start": 3584.42, "end": 3584.52, "word": " إن", "probability": 0.82470703125}, {"start": 3584.52, "end": 3585.5, "word": " ماتركزتي", "probability": 0.689306640625}, {"start": 3585.5, "end": 3585.7, "word": " على", "probability": 0.904296875}, {"start": 3585.7, "end": 3586.04, "word": " الشغل", "probability": 0.9689127604166666}, {"start": 3586.04, "end": 3586.14, "word": " و", "probability": 0.55810546875}, {"start": 3586.14, "end": 3586.72, "word": " ماتركزتيش", "probability": 0.9205729166666666}, {"start": 3586.72, "end": 3586.98, "word": " على", "probability": 0.96044921875}, {"start": 3586.98, "end": 3587.98, "word": " الجهد", "probability": 0.96142578125}, {"start": 3587.98, "end": 3588.58, "word": " الجسدي", "probability": 0.98095703125}, {"start": 3588.58, "end": 3588.88, "word": " اللي", "probability": 0.948974609375}, {"start": 3588.88, "end": 3589.1, "word": " إنت", "probability": 0.6900634765625}, {"start": 3589.1, "end": 3589.46, "word": " قاعدة", "probability": 0.90283203125}, {"start": 3589.46, "end": 3589.86, "word": " بتضاق،", "probability": 0.71982421875}, {"start": 3589.86, "end": 3590.36, "word": " بتحملية", "probability": 0.54779052734375}, {"start": 3590.36, "end": 3591.22, "word": " نفسك؟", "probability": 0.903076171875}, {"start": 3591.22, "end": 3591.82, "word": " طبعا،", "probability": 0.94453125}, {"start": 3591.82, "end": 3592.16, "word": " بالأساس", "probability": 0.6327972412109375}, {"start": 3592.16, "end": 3592.42, "word": " طبعا", "probability": 0.982421875}, {"start": 3592.42, "end": 3592.56, "word": " إن", "probability": 0.099609375}, {"start": 3592.56, "end": 3592.7, "word": " هاي", "probability": 0.41064453125}, {"start": 3592.7, "end": 3592.94, "word": " نقطة", "probability": 0.8701171875}, {"start": 3592.94, "end": 3593.28, "word": " الضعف", "probability": 0.941650390625}, {"start": 3593.28, "end": 3593.76, "word": " يعني،", "probability": 0.81689453125}, {"start": 3593.76, "end": 3594.0, "word": " إنك", "probability": 0.6004638671875}, {"start": 3594.0, "end": 3594.3, "word": " ممكن", "probability": 0.916748046875}, {"start": 3594.3, "end": 3594.66, "word": " تنسي", "probability": 0.96923828125}, {"start": 3594.66, "end": 3595.24, "word": " صحتك،", "probability": 0.956787109375}, {"start": 3595.24, "end": 3595.5, "word": " تنسي", "probability": 0.9925537109375}, {"start": 3595.5, "end": 3595.76, "word": " حياتك", "probability": 0.9937744140625}, {"start": 3595.76, "end": 3596.46, "word": " الخاصة،", "probability": 0.9427490234375}, {"start": 3596.46, "end": 3596.86, "word": " تنسي", "probability": 0.99365234375}, {"start": 3596.86, "end": 3597.04, "word": " إن", "probability": 0.935546875}, {"start": 3597.04, "end": 3597.6, "word": " جسدك", "probability": 0.82647705078125}, {"start": 3597.6, "end": 3598.56, "word": " عند", "probability": 0.63818359375}, {"start": 3598.56, "end": 3598.76, "word": " حد", "probability": 0.96142578125}, {"start": 3598.76, "end": 3599.12, "word": " معين", "probability": 0.989013671875}, {"start": 3599.12, "end": 3599.88, "word": " خلاص", "probability": 0.9064127604166666}, {"start": 3599.88, "end": 3600.16, "word": " بصير", "probability": 0.677734375}, {"start": 3600.16, "end": 3600.36, "word": " يعطي", "probability": 0.640380859375}, {"start": 3600.36, "end": 3600.68, "word": " وسائل", "probability": 0.550048828125}, {"start": 3600.68, "end": 3600.82, "word": " إن", "probability": 0.70556640625}, {"start": 3600.82, "end": 3600.92, "word": " هو", "probability": 0.97216796875}, {"start": 3600.92, "end": 3601.24, "word": " تعب", "probability": 0.853759765625}], "temperature": 1.0}, {"id": 142, "seek": 362905, "start": 3601.71, "end": 3629.05, "text": "هذه هي نقاط الضعف، لازم تختاروا علاجي بقى طبعا نقاط الضعف الواتس أب زي إيش؟ نقص التنوي، عدم الإنتاج، الجودة سيئة، الموظفين مش كفاءة، كل هذه نقاط ضعف، خد بالك، لما حكينا تا واخدنا حالة عليكم الدور، حكينا عن نقاط القوة ونقاط الضعف، ماحكيناش عن البيئة المحيطة أو الدار المحيطة، حكينا عن جواتنا، نفس الشيء، جوات المؤسسة، القوات الضعف كلها من داخل المؤسسة", "tokens": [3224, 24192, 39896, 8717, 4587, 41193, 6024, 114, 3615, 5172, 12399, 5296, 31377, 2304, 6055, 46456, 9640, 14407, 11203, 26108, 1829, 4724, 4587, 7578, 23032, 3555, 3615, 995, 8717, 4587, 41193, 6024, 114, 3615, 5172, 2423, 2407, 9307, 3794, 5551, 3555, 30767, 1829, 11933, 1829, 8592, 22807, 8717, 4587, 9381, 16712, 1863, 45865, 12399, 6225, 40448, 33688, 29399, 26108, 12399, 25724, 23328, 3660, 8608, 1829, 19986, 3660, 12399, 9673, 2407, 19913, 5172, 9957, 37893, 9122, 5172, 16606, 3660, 12399, 28242, 29538, 8717, 4587, 41193, 48812, 3615, 5172, 12399, 16490, 3215, 20666, 4117, 12399, 5296, 15042, 11331, 4117, 1829, 8315, 6055, 995, 4032, 47283, 3215, 8315, 11331, 6027, 3660, 25894, 24793, 32748, 13063, 12399, 11331, 4117, 1829, 8315, 18871, 8717, 4587, 41193, 25062, 2407, 3660, 4032, 1863, 4587, 41193, 6024, 114, 3615, 5172, 12399, 19446, 5016, 4117, 1829, 8315, 8592, 18871, 2423, 21292, 19986, 3660, 9673, 5016, 1829, 9566, 3660, 34051, 32748, 9640, 9673, 5016, 1829, 9566, 3660, 12399, 11331, 4117, 1829, 8315, 18871, 10874, 2407, 9307, 8315, 12399, 8717, 36178, 25124, 1829, 38207, 12399, 10874, 2407, 9307, 9673, 33604, 3794, 3794, 3660, 12399, 25062, 2407, 9307, 6024, 114, 3615, 5172, 28242, 11296, 9154, 11778, 47283, 1211, 9673, 33604, 3794, 3794, 3660], "avg_logprob": -0.2096225215804459, "compression_ratio": 2.1774744027303754, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3601.71, "end": 3602.11, "word": "هذه", "probability": 0.692138671875}, {"start": 3602.11, "end": 3602.25, "word": " هي", "probability": 0.197265625}, {"start": 3602.25, "end": 3602.45, "word": " نقاط", "probability": 0.79541015625}, {"start": 3602.45, "end": 3602.97, "word": " الضعف،", "probability": 0.821044921875}, {"start": 3602.97, "end": 3603.17, "word": " لازم", "probability": 0.9373372395833334}, {"start": 3603.17, "end": 3603.49, "word": " تختاروا", "probability": 0.4610595703125}, {"start": 3603.49, "end": 3603.77, "word": " علاجي", "probability": 0.6402180989583334}, {"start": 3603.77, "end": 3604.27, "word": " بقى", "probability": 0.97802734375}, {"start": 3604.27, "end": 3605.13, "word": " طبعا", "probability": 0.82159423828125}, {"start": 3605.13, "end": 3605.39, "word": " نقاط", "probability": 0.86376953125}, {"start": 3605.39, "end": 3605.73, "word": " الضعف", "probability": 0.991943359375}, {"start": 3605.73, "end": 3606.13, "word": " الواتس", "probability": 0.6697998046875}, {"start": 3606.13, "end": 3606.23, "word": " أب", "probability": 0.7073974609375}, {"start": 3606.23, "end": 3606.43, "word": " زي", "probability": 0.92431640625}, {"start": 3606.43, "end": 3606.97, "word": " إيش؟", "probability": 0.747314453125}, {"start": 3606.97, "end": 3607.23, "word": " نقص", "probability": 0.9900716145833334}, {"start": 3607.23, "end": 3608.75, "word": " التنوي،", "probability": 0.68145751953125}, {"start": 3608.75, "end": 3609.15, "word": " عدم", "probability": 0.967041015625}, {"start": 3609.15, "end": 3610.29, "word": " الإنتاج،", "probability": 0.90869140625}, {"start": 3610.29, "end": 3610.65, "word": " الجودة", "probability": 0.9768880208333334}, {"start": 3610.65, "end": 3611.21, "word": " سيئة،", "probability": 0.9177734375}, {"start": 3611.21, "end": 3612.11, "word": " الموظفين", "probability": 0.9150390625}, {"start": 3612.11, "end": 3612.31, "word": " مش", "probability": 0.90625}, {"start": 3612.31, "end": 3612.91, "word": " كفاءة،", "probability": 0.552978515625}, {"start": 3612.91, "end": 3613.19, "word": " كل", "probability": 0.8662109375}, {"start": 3613.19, "end": 3613.39, "word": " هذه", "probability": 0.61474609375}, {"start": 3613.39, "end": 3613.71, "word": " نقاط", "probability": 0.9814453125}, {"start": 3613.71, "end": 3613.97, "word": " ضعف،", "probability": 0.9237060546875}, {"start": 3613.97, "end": 3614.13, "word": " خد", "probability": 0.76171875}, {"start": 3614.13, "end": 3615.15, "word": " بالك،", "probability": 0.4139811197916667}, {"start": 3615.15, "end": 3615.41, "word": " لما", "probability": 0.91748046875}, {"start": 3615.41, "end": 3616.01, "word": " حكينا", "probability": 0.9896240234375}, {"start": 3616.01, "end": 3616.29, "word": " تا", "probability": 0.29986572265625}, {"start": 3616.29, "end": 3616.69, "word": " واخدنا", "probability": 0.7572021484375}, {"start": 3616.69, "end": 3617.05, "word": " حالة", "probability": 0.9747721354166666}, {"start": 3617.05, "end": 3617.41, "word": " عليكم", "probability": 0.83154296875}, {"start": 3617.41, "end": 3618.39, "word": " الدور،", "probability": 0.8291015625}, {"start": 3618.39, "end": 3618.83, "word": " حكينا", "probability": 0.993896484375}, {"start": 3618.83, "end": 3618.93, "word": " عن", "probability": 0.96142578125}, {"start": 3618.93, "end": 3619.23, "word": " نقاط", "probability": 0.9814453125}, {"start": 3619.23, "end": 3619.47, "word": " القوة", "probability": 0.7550455729166666}, {"start": 3619.47, "end": 3619.69, "word": " ونقاط", "probability": 0.842529296875}, {"start": 3619.69, "end": 3620.01, "word": " الضعف،", "probability": 0.85029296875}, {"start": 3620.01, "end": 3620.61, "word": " ماحكيناش", "probability": 0.8414713541666666}, {"start": 3620.61, "end": 3620.89, "word": " عن", "probability": 0.99609375}, {"start": 3620.89, "end": 3622.29, "word": " البيئة", "probability": 0.9561767578125}, {"start": 3622.29, "end": 3622.93, "word": " المحيطة", "probability": 0.9955078125}, {"start": 3622.93, "end": 3623.11, "word": " أو", "probability": 0.87060546875}, {"start": 3623.11, "end": 3623.39, "word": " الدار", "probability": 0.6121826171875}, {"start": 3623.39, "end": 3623.71, "word": " المحيطة،", "probability": 0.9789225260416666}, {"start": 3623.71, "end": 3624.09, "word": " حكينا", "probability": 0.9910888671875}, {"start": 3624.09, "end": 3624.37, "word": " عن", "probability": 0.994140625}, {"start": 3624.37, "end": 3624.91, "word": " جواتنا،", "probability": 0.820703125}, {"start": 3624.91, "end": 3625.07, "word": " نفس", "probability": 0.992431640625}, {"start": 3625.07, "end": 3625.39, "word": " الشيء،", "probability": 0.849853515625}, {"start": 3625.39, "end": 3625.69, "word": " جوات", "probability": 0.857421875}, {"start": 3625.69, "end": 3627.03, "word": " المؤسسة،", "probability": 0.9742838541666666}, {"start": 3627.03, "end": 3627.49, "word": " القوات", "probability": 0.7494303385416666}, {"start": 3627.49, "end": 3627.75, "word": " الضعف", "probability": 0.963134765625}, {"start": 3627.75, "end": 3628.05, "word": " كلها", "probability": 0.95947265625}, {"start": 3628.05, "end": 3628.19, "word": " من", "probability": 0.9892578125}, {"start": 3628.19, "end": 3628.53, "word": " داخل", "probability": 0.9728190104166666}, {"start": 3628.53, "end": 3629.05, "word": " المؤسسة", "probability": 0.99501953125}], "temperature": 1.0}, {"id": 143, "seek": 364907, "start": 3629.93, "end": 3649.07, "text": "غالبا بيكون نقاط الضعف المؤسسة من حيث الثقافة مثلا هيكل التنظيم اللي للمؤسسة مش .. مش جيد لأداء المهام، الوضع المالي، الأخلاقيات كتير كمان بتأثر، البيئة نفسها مش مساعدة، ضاقة سيئة، تهوية سيئة، هذا كله من داخلاش و مكان", "tokens": [17082, 6027, 3555, 995, 4724, 1829, 30544, 8717, 4587, 41193, 6024, 114, 3615, 5172, 9673, 33604, 3794, 3794, 3660, 9154, 11331, 1829, 12984, 6024, 104, 4587, 31845, 3660, 50113, 15040, 39896, 4117, 1211, 16712, 1863, 19913, 32640, 13672, 1829, 5296, 19528, 33604, 3794, 3794, 3660, 37893, 4386, 37893, 10874, 25708, 5296, 10721, 3215, 16606, 9673, 3224, 10943, 12399, 2423, 2407, 11242, 3615, 9673, 6027, 1829, 12399, 16247, 9778, 15040, 38436, 9307, 9122, 2655, 13546, 9122, 2304, 7649, 39894, 10721, 49115, 12399, 2423, 21292, 19986, 3660, 8717, 36178, 11296, 37893, 47524, 995, 22488, 3660, 12399, 48812, 995, 28671, 8608, 1829, 19986, 3660, 12399, 6055, 3224, 2407, 10632, 8608, 1829, 19986, 3660, 12399, 23758, 28242, 3224, 9154, 11778, 47283, 1211, 33599, 4032, 3714, 41361], "avg_logprob": -0.16565040117356836, "compression_ratio": 1.8497652582159625, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 3629.93, "end": 3630.59, "word": "غالبا", "probability": 0.96630859375}, {"start": 3630.59, "end": 3630.91, "word": " بيكون", "probability": 0.744140625}, {"start": 3630.91, "end": 3631.73, "word": " نقاط", "probability": 0.8797200520833334}, {"start": 3631.73, "end": 3632.13, "word": " الضعف", "probability": 0.849609375}, {"start": 3632.13, "end": 3632.73, "word": " المؤسسة", "probability": 0.9703125}, {"start": 3632.73, "end": 3632.83, "word": " من", "probability": 0.98486328125}, {"start": 3632.83, "end": 3633.17, "word": " حيث", "probability": 0.8308919270833334}, {"start": 3633.17, "end": 3633.91, "word": " الثقافة", "probability": 0.96708984375}, {"start": 3633.91, "end": 3634.29, "word": " مثلا", "probability": 0.932373046875}, {"start": 3634.29, "end": 3634.77, "word": " هيكل", "probability": 0.83154296875}, {"start": 3634.77, "end": 3635.65, "word": " التنظيم", "probability": 0.978515625}, {"start": 3635.65, "end": 3635.77, "word": " اللي", "probability": 0.5068359375}, {"start": 3635.77, "end": 3636.61, "word": " للمؤسسة", "probability": 0.9469401041666666}, {"start": 3636.61, "end": 3636.87, "word": " مش", "probability": 0.91455078125}, {"start": 3636.87, "end": 3637.27, "word": " ..", "probability": 0.578125}, {"start": 3637.27, "end": 3637.69, "word": " مش", "probability": 0.876953125}, {"start": 3637.69, "end": 3638.23, "word": " جيد", "probability": 0.87255859375}, {"start": 3638.23, "end": 3638.69, "word": " لأداء", "probability": 0.9609375}, {"start": 3638.69, "end": 3639.33, "word": " المهام،", "probability": 0.76434326171875}, {"start": 3639.33, "end": 3639.63, "word": " الوضع", "probability": 0.964599609375}, {"start": 3639.63, "end": 3641.65, "word": " المالي،", "probability": 0.8212890625}, {"start": 3641.65, "end": 3642.55, "word": " الأخلاقيات", "probability": 0.85732421875}, {"start": 3642.55, "end": 3642.85, "word": " كتير", "probability": 0.9404296875}, {"start": 3642.85, "end": 3643.09, "word": " كمان", "probability": 0.9620768229166666}, {"start": 3643.09, "end": 3643.69, "word": " بتأثر،", "probability": 0.83392333984375}, {"start": 3643.69, "end": 3643.95, "word": " البيئة", "probability": 0.8914794921875}, {"start": 3643.95, "end": 3644.25, "word": " نفسها", "probability": 0.9855143229166666}, {"start": 3644.25, "end": 3644.39, "word": " مش", "probability": 0.994140625}, {"start": 3644.39, "end": 3645.01, "word": " مساعدة،", "probability": 0.93505859375}, {"start": 3645.01, "end": 3645.37, "word": " ضاقة", "probability": 0.45751953125}, {"start": 3645.37, "end": 3645.85, "word": " سيئة،", "probability": 0.98212890625}, {"start": 3645.85, "end": 3646.21, "word": " تهوية", "probability": 0.782470703125}, {"start": 3646.21, "end": 3646.89, "word": " سيئة،", "probability": 0.97666015625}, {"start": 3646.89, "end": 3647.03, "word": " هذا", "probability": 0.8662109375}, {"start": 3647.03, "end": 3647.31, "word": " كله", "probability": 0.984375}, {"start": 3647.31, "end": 3647.43, "word": " من", "probability": 0.9736328125}, {"start": 3647.43, "end": 3648.09, "word": " داخلاش", "probability": 0.7843017578125}, {"start": 3648.09, "end": 3648.81, "word": " و", "probability": 0.541015625}, {"start": 3648.81, "end": 3649.07, "word": " مكان", "probability": 0.4990234375}], "temperature": 1.0}, {"id": 144, "seek": 367925, "start": 3650.37, "end": 3679.25, "text": "المرحلة التانية من الـ SWOT أو الجزء التاني اللي هو أنا بدرس فيه البيئة الخارجية، البيئة الخارجية يعني فرص وتهديدات، الفرص اللي أنا لازم أعرفها مثلا إنه في عندي في السوق في فرصة لازم أستغلها زي ما استغلت مثلا Samsung للـ Android وكيف اشتغلت عليه و Nokia مااخدتش بعين الاعتبار هذا التطور السريع وفي عندي تهديدات فالفرص هي أموال موجودة", "tokens": [6027, 29973, 5016, 37977, 16712, 7649, 10632, 9154, 2423, 39184, 20346, 5068, 34051, 25724, 11622, 38207, 16712, 7649, 1829, 13672, 1829, 31439, 41850, 47525, 2288, 3794, 8978, 3224, 2423, 21292, 19986, 3660, 33962, 9640, 7435, 10632, 12399, 2423, 21292, 19986, 3660, 33962, 9640, 7435, 10632, 37495, 22653, 6156, 2288, 9381, 34683, 3224, 16254, 3215, 9307, 12399, 27188, 2288, 9381, 13672, 1829, 41850, 5296, 31377, 2304, 5551, 3615, 28480, 11296, 50113, 15040, 36145, 3224, 8978, 18871, 16254, 8978, 21136, 30543, 8978, 6156, 2288, 9381, 3660, 5296, 31377, 2304, 5551, 14851, 17082, 1211, 11296, 30767, 1829, 19446, 44713, 17082, 1211, 2655, 50113, 15040, 13173, 24976, 39184, 8853, 4032, 4117, 33911, 1975, 8592, 2655, 17082, 1211, 2655, 47356, 4032, 43980, 19446, 47283, 3215, 2655, 8592, 45030, 9957, 42963, 34268, 3555, 9640, 23758, 16712, 9566, 13063, 21136, 16572, 3615, 4032, 41185, 18871, 16254, 6055, 3224, 16254, 3215, 9307, 6156, 6027, 5172, 2288, 9381, 39896, 5551, 2304, 2407, 6027, 3714, 29245, 23328, 3660], "avg_logprob": -0.14838836459243823, "compression_ratio": 1.9210526315789473, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3650.37, "end": 3651.17, "word": "المرحلة", "probability": 0.884765625}, {"start": 3651.17, "end": 3651.61, "word": " التانية", "probability": 0.9772135416666666}, {"start": 3651.61, "end": 3651.87, "word": " من", "probability": 0.98388671875}, {"start": 3651.87, "end": 3652.27, "word": " الـ", "probability": 0.811767578125}, {"start": 3652.27, "end": 3652.51, "word": " SWOT", "probability": 0.9228515625}, {"start": 3652.51, "end": 3652.71, "word": " أو", "probability": 0.94140625}, {"start": 3652.71, "end": 3653.05, "word": " الجزء", "probability": 0.98876953125}, {"start": 3653.05, "end": 3653.45, "word": " التاني", "probability": 0.9588216145833334}, {"start": 3653.45, "end": 3653.59, "word": " اللي", "probability": 0.75830078125}, {"start": 3653.59, "end": 3653.73, "word": " هو", "probability": 0.98583984375}, {"start": 3653.73, "end": 3653.87, "word": " أنا", "probability": 0.87158203125}, {"start": 3653.87, "end": 3654.21, "word": " بدرس", "probability": 0.9775390625}, {"start": 3654.21, "end": 3654.39, "word": " فيه", "probability": 0.9384765625}, {"start": 3654.39, "end": 3654.73, "word": " البيئة", "probability": 0.9449462890625}, {"start": 3654.73, "end": 3655.83, "word": " الخارجية،", "probability": 0.87763671875}, {"start": 3655.83, "end": 3656.01, "word": " البيئة", "probability": 0.9254150390625}, {"start": 3656.01, "end": 3656.45, "word": " الخارجية", "probability": 0.99658203125}, {"start": 3656.45, "end": 3656.71, "word": " يعني", "probability": 0.97705078125}, {"start": 3656.71, "end": 3657.13, "word": " فرص", "probability": 0.9905598958333334}, {"start": 3657.13, "end": 3658.61, "word": " وتهديدات،", "probability": 0.7434488932291666}, {"start": 3658.61, "end": 3659.59, "word": " الفرص", "probability": 0.95166015625}, {"start": 3659.59, "end": 3660.53, "word": " اللي", "probability": 0.977783203125}, {"start": 3660.53, "end": 3660.79, "word": " أنا", "probability": 0.67626953125}, {"start": 3660.79, "end": 3661.71, "word": " لازم", "probability": 0.9952799479166666}, {"start": 3661.71, "end": 3662.25, "word": " أعرفها", "probability": 0.94091796875}, {"start": 3662.25, "end": 3662.61, "word": " مثلا", "probability": 0.949951171875}, {"start": 3662.61, "end": 3662.89, "word": " إنه", "probability": 0.46533203125}, {"start": 3662.89, "end": 3662.99, "word": " في", "probability": 0.96337890625}, {"start": 3662.99, "end": 3663.23, "word": " عندي", "probability": 0.833740234375}, {"start": 3663.23, "end": 3663.39, "word": " في", "probability": 0.95751953125}, {"start": 3663.39, "end": 3663.77, "word": " السوق", "probability": 0.978515625}, {"start": 3663.77, "end": 3664.17, "word": " في", "probability": 0.53564453125}, {"start": 3664.17, "end": 3664.59, "word": " فرصة", "probability": 0.9970703125}, {"start": 3664.59, "end": 3664.87, "word": " لازم", "probability": 0.9921875}, {"start": 3664.87, "end": 3665.41, "word": " أستغلها", "probability": 0.96162109375}, {"start": 3665.41, "end": 3665.59, "word": " زي", "probability": 0.979736328125}, {"start": 3665.59, "end": 3665.69, "word": " ما", "probability": 0.970703125}, {"start": 3665.69, "end": 3666.17, "word": " استغلت", "probability": 0.9517822265625}, {"start": 3666.17, "end": 3666.43, "word": " مثلا", "probability": 0.935791015625}, {"start": 3666.43, "end": 3667.03, "word": " Samsung", "probability": 0.481201171875}, {"start": 3667.03, "end": 3668.01, "word": " للـ", "probability": 0.53125}, {"start": 3668.01, "end": 3668.49, "word": " Android", "probability": 0.90966796875}, {"start": 3668.49, "end": 3668.89, "word": " وكيف", "probability": 0.9456380208333334}, {"start": 3668.89, "end": 3669.37, "word": " اشتغلت", "probability": 0.9306640625}, {"start": 3669.37, "end": 3669.71, "word": " عليه", "probability": 0.927734375}, {"start": 3669.71, "end": 3670.25, "word": " و", "probability": 0.76708984375}, {"start": 3670.25, "end": 3671.33, "word": " Nokia", "probability": 0.3720703125}, {"start": 3671.33, "end": 3671.87, "word": " مااخدتش", "probability": 0.841455078125}, {"start": 3671.87, "end": 3672.11, "word": " بعين", "probability": 0.737060546875}, {"start": 3672.11, "end": 3672.63, "word": " الاعتبار", "probability": 0.9674072265625}, {"start": 3672.63, "end": 3672.91, "word": " هذا", "probability": 0.94921875}, {"start": 3672.91, "end": 3673.43, "word": " التطور", "probability": 0.98974609375}, {"start": 3673.43, "end": 3674.15, "word": " السريع", "probability": 0.9889322916666666}, {"start": 3674.15, "end": 3675.37, "word": " وفي", "probability": 0.6279296875}, {"start": 3675.37, "end": 3675.65, "word": " عندي", "probability": 0.98974609375}, {"start": 3675.65, "end": 3675.85, "word": " تهديدات", "probability": 0.663623046875}, {"start": 3675.85, "end": 3676.51, "word": " فالفرص", "probability": 0.776123046875}, {"start": 3676.51, "end": 3677.93, "word": " هي", "probability": 0.81005859375}, {"start": 3677.93, "end": 3678.47, "word": " أموال", "probability": 0.75897216796875}, {"start": 3678.47, "end": 3679.25, "word": " موجودة", "probability": 0.9923095703125}], "temperature": 1.0}, {"id": 145, "seek": 369916, "start": 3679.76, "end": 3699.16, "text": "خارج المؤسسة في البيئة المحيطة، طبعا البيئة المحيطة هنا لا تعني الدولة، العالم، ماشية معايا تنتصف على العالم، طبعا هنا احنا يقع علينا اقتناص الفرصة، زي ما حكت اسماتكوا، ابل اقتنصت تطبيق الاندرويد، بينما نوفيا مالته، الفرصة زي انه احتكار السوق، هذه الفرصة", "tokens": [9778, 9640, 7435, 9673, 33604, 3794, 3794, 3660, 8978, 2423, 21292, 19986, 3660, 9673, 5016, 1829, 9566, 3660, 12399, 23032, 3555, 3615, 995, 2423, 21292, 19986, 3660, 9673, 5016, 1829, 9566, 3660, 34105, 20193, 37279, 22653, 32748, 12610, 3660, 12399, 18863, 45340, 12399, 3714, 33599, 10632, 20449, 995, 25528, 6055, 29399, 9381, 5172, 15844, 18863, 45340, 12399, 23032, 3555, 3615, 995, 34105, 1975, 5016, 8315, 7251, 4587, 3615, 25894, 8315, 1975, 38149, 1863, 33546, 27188, 2288, 9381, 3660, 12399, 30767, 1829, 19446, 11331, 4117, 2655, 24525, 2304, 9307, 4117, 14407, 12399, 1975, 36150, 1975, 38149, 1863, 9381, 2655, 6055, 9566, 21292, 4587, 2423, 7649, 3215, 32887, 25708, 12399, 49374, 15042, 8717, 38688, 25528, 3714, 6027, 47395, 12399, 27188, 2288, 9381, 3660, 30767, 1829, 16472, 3224, 1975, 33753, 4117, 9640, 21136, 30543, 12399, 29538, 27188, 2288, 9381, 3660], "avg_logprob": -0.21637228077304535, "compression_ratio": 2.0896860986547083, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 3679.76, "end": 3680.38, "word": "خارج", "probability": 0.8955078125}, {"start": 3680.38, "end": 3681.2, "word": " المؤسسة", "probability": 0.9431640625}, {"start": 3681.2, "end": 3681.72, "word": " في", "probability": 0.70849609375}, {"start": 3681.72, "end": 3682.02, "word": " البيئة", "probability": 0.8624267578125}, {"start": 3682.02, "end": 3682.56, "word": " المحيطة،", "probability": 0.9296061197916666}, {"start": 3682.56, "end": 3682.72, "word": " طبعا", "probability": 0.950927734375}, {"start": 3682.72, "end": 3682.92, "word": " البيئة", "probability": 0.9334716796875}, {"start": 3682.92, "end": 3683.24, "word": " المحيطة", "probability": 0.99599609375}, {"start": 3683.24, "end": 3683.36, "word": " هنا", "probability": 0.8701171875}, {"start": 3683.36, "end": 3683.54, "word": " لا", "probability": 0.49365234375}, {"start": 3683.54, "end": 3683.88, "word": " تعني", "probability": 0.96142578125}, {"start": 3683.88, "end": 3684.78, "word": " الدولة،", "probability": 0.9691162109375}, {"start": 3684.78, "end": 3685.9, "word": " العالم،", "probability": 0.90771484375}, {"start": 3685.9, "end": 3686.36, "word": " ماشية", "probability": 0.596923828125}, {"start": 3686.36, "end": 3686.6, "word": " معايا", "probability": 0.6009928385416666}, {"start": 3686.6, "end": 3687.04, "word": " تنتصف", "probability": 0.4063568115234375}, {"start": 3687.04, "end": 3687.22, "word": " على", "probability": 0.546875}, {"start": 3687.22, "end": 3688.12, "word": " العالم،", "probability": 0.8108723958333334}, {"start": 3688.12, "end": 3688.36, "word": " طبعا", "probability": 0.9908447265625}, {"start": 3688.36, "end": 3688.54, "word": " هنا", "probability": 0.9375}, {"start": 3688.54, "end": 3688.8, "word": " احنا", "probability": 0.783447265625}, {"start": 3688.8, "end": 3689.16, "word": " يقع", "probability": 0.9519856770833334}, {"start": 3689.16, "end": 3689.42, "word": " علينا", "probability": 0.812744140625}, {"start": 3689.42, "end": 3689.98, "word": " اقتناص", "probability": 0.9090576171875}, {"start": 3689.98, "end": 3690.92, "word": " الفرصة،", "probability": 0.876953125}, {"start": 3690.92, "end": 3691.04, "word": " زي", "probability": 0.973388671875}, {"start": 3691.04, "end": 3691.1, "word": " ما", "probability": 0.98876953125}, {"start": 3691.1, "end": 3691.34, "word": " حكت", "probability": 0.9407552083333334}, {"start": 3691.34, "end": 3691.9, "word": " اسماتكوا،", "probability": 0.5696818033854166}, {"start": 3691.9, "end": 3692.16, "word": " ابل", "probability": 0.6484375}, {"start": 3692.16, "end": 3692.8, "word": " اقتنصت", "probability": 0.9716796875}, {"start": 3692.8, "end": 3693.32, "word": " تطبيق", "probability": 0.9735107421875}, {"start": 3693.32, "end": 3693.94, "word": " الاندرويد،", "probability": 0.7547810872395834}, {"start": 3693.94, "end": 3694.24, "word": " بينما", "probability": 0.6834716796875}, {"start": 3694.24, "end": 3694.54, "word": " نوفيا", "probability": 0.7779947916666666}, {"start": 3694.54, "end": 3696.4, "word": " مالته،", "probability": 0.7830810546875}, {"start": 3696.4, "end": 3697.08, "word": " الفرصة", "probability": 0.9854736328125}, {"start": 3697.08, "end": 3697.3, "word": " زي", "probability": 0.971923828125}, {"start": 3697.3, "end": 3697.56, "word": " انه", "probability": 0.67529296875}, {"start": 3697.56, "end": 3698.18, "word": " احتكار", "probability": 0.959228515625}, {"start": 3698.18, "end": 3698.56, "word": " السوق،", "probability": 0.92333984375}, {"start": 3698.56, "end": 3698.74, "word": " هذه", "probability": 0.568359375}, {"start": 3698.74, "end": 3699.16, "word": " الفرصة", "probability": 0.9359130859375}], "temperature": 1.0}, {"id": 146, "seek": 371969, "start": 3700.03, "end": 3719.69, "text": "طبعا الفرصة هنا، إذا كان لنا استقرار سياسي و استقرار اقتصادي و اجتماعي في البلد، هذا بتعتبر فرصة للنظام، بتتطور و بتبدع زي ما هي عايزة، تحقق مزايا، لو أنا عندي استقرار في نفس البنياء الجيونالوجية للبلد أو للأرض، إن مافيش عندي زلازل، مافيش عندي بيضانات، مافيش عندي بلقين، يعني كل هيعيش، كلها فرصة", "tokens": [9566, 3555, 3615, 995, 27188, 2288, 9381, 3660, 34105, 12399, 11933, 15730, 25961, 5296, 8315, 44713, 4587, 2288, 9640, 8608, 25528, 3794, 1829, 4032, 44713, 4587, 2288, 9640, 1975, 38149, 9381, 995, 16254, 4032, 1975, 7435, 2655, 15042, 3615, 1829, 8978, 29739, 1211, 3215, 12399, 23758, 39894, 34268, 26890, 6156, 2288, 9381, 3660, 24976, 1863, 19913, 10943, 12399, 39894, 2655, 9566, 13063, 4032, 39894, 44510, 3615, 30767, 1829, 19446, 39896, 6225, 47302, 11622, 3660, 12399, 6055, 5016, 4587, 4587, 3714, 11622, 995, 25528, 12399, 45164, 41850, 18871, 16254, 44713, 4587, 2288, 9640, 8978, 8717, 36178, 29739, 22653, 16606, 25724, 1829, 11536, 6027, 29245, 10632, 24976, 36150, 3215, 34051, 24976, 10721, 43042, 12399, 36145, 19446, 41185, 8592, 18871, 16254, 30767, 1211, 31377, 1211, 12399, 19446, 41185, 8592, 18871, 16254, 4724, 1829, 11242, 7649, 9307, 12399, 19446, 41185, 8592, 18871, 16254, 4724, 1211, 4587, 9957, 12399, 37495, 22653, 28242, 39896, 3615, 1829, 8592, 12399, 28242, 11296, 6156, 2288, 9381, 3660], "avg_logprob": -0.1988011045650866, "compression_ratio": 2.0894941634241246, "no_speech_prob": 1.3709068298339844e-06, "words": [{"start": 3700.03, "end": 3700.41, "word": "طبعا", "probability": 0.955322265625}, {"start": 3700.41, "end": 3701.11, "word": " الفرصة", "probability": 0.973876953125}, {"start": 3701.11, "end": 3701.45, "word": " هنا،", "probability": 0.650634765625}, {"start": 3701.45, "end": 3701.61, "word": " إذا", "probability": 0.844482421875}, {"start": 3701.61, "end": 3701.79, "word": " كان", "probability": 0.97705078125}, {"start": 3701.79, "end": 3701.95, "word": " لنا", "probability": 0.944091796875}, {"start": 3701.95, "end": 3702.37, "word": " استقرار", "probability": 0.918212890625}, {"start": 3702.37, "end": 3702.81, "word": " سياسي", "probability": 0.9736328125}, {"start": 3702.81, "end": 3702.93, "word": " و", "probability": 0.751953125}, {"start": 3702.93, "end": 3703.25, "word": " استقرار", "probability": 0.9559326171875}, {"start": 3703.25, "end": 3703.81, "word": " اقتصادي", "probability": 0.8955078125}, {"start": 3703.81, "end": 3703.93, "word": " و", "probability": 0.9638671875}, {"start": 3703.93, "end": 3704.41, "word": " اجتماعي", "probability": 0.9066569010416666}, {"start": 3704.41, "end": 3704.51, "word": " في", "probability": 0.853515625}, {"start": 3704.51, "end": 3704.93, "word": " البلد،", "probability": 0.9722900390625}, {"start": 3704.93, "end": 3705.05, "word": " هذا", "probability": 0.25732421875}, {"start": 3705.05, "end": 3705.45, "word": " بتعتبر", "probability": 0.8753255208333334}, {"start": 3705.45, "end": 3705.81, "word": " فرصة", "probability": 0.97998046875}, {"start": 3705.81, "end": 3706.87, "word": " للنظام،", "probability": 0.77392578125}, {"start": 3706.87, "end": 3707.39, "word": " بتتطور", "probability": 0.8690185546875}, {"start": 3707.39, "end": 3707.49, "word": " و", "probability": 0.80078125}, {"start": 3707.49, "end": 3707.91, "word": " بتبدع", "probability": 0.8115234375}, {"start": 3707.91, "end": 3708.09, "word": " زي", "probability": 0.894287109375}, {"start": 3708.09, "end": 3708.15, "word": " ما", "probability": 0.875}, {"start": 3708.15, "end": 3708.25, "word": " هي", "probability": 0.98388671875}, {"start": 3708.25, "end": 3708.79, "word": " عايزة،", "probability": 0.9060546875}, {"start": 3708.79, "end": 3709.09, "word": " تحقق", "probability": 0.89794921875}, {"start": 3709.09, "end": 3710.67, "word": " مزايا،", "probability": 0.7716796875}, {"start": 3710.67, "end": 3710.81, "word": " لو", "probability": 0.98095703125}, {"start": 3710.81, "end": 3710.97, "word": " أنا", "probability": 0.7880859375}, {"start": 3710.97, "end": 3711.27, "word": " عندي", "probability": 0.8046875}, {"start": 3711.27, "end": 3711.89, "word": " استقرار", "probability": 0.966064453125}, {"start": 3711.89, "end": 3712.07, "word": " في", "probability": 0.98046875}, {"start": 3712.07, "end": 3712.39, "word": " نفس", "probability": 0.991455078125}, {"start": 3712.39, "end": 3713.45, "word": " البنياء", "probability": 0.7569986979166666}, {"start": 3713.45, "end": 3714.25, "word": " الجيونالوجية", "probability": 0.5876871744791666}, {"start": 3714.25, "end": 3714.83, "word": " للبلد", "probability": 0.88232421875}, {"start": 3714.83, "end": 3715.17, "word": " أو", "probability": 0.8505859375}, {"start": 3715.17, "end": 3715.75, "word": " للأرض،", "probability": 0.9444580078125}, {"start": 3715.75, "end": 3715.81, "word": " إن", "probability": 0.312744140625}, {"start": 3715.81, "end": 3716.07, "word": " مافيش", "probability": 0.8245442708333334}, {"start": 3716.07, "end": 3716.23, "word": " عندي", "probability": 0.765625}, {"start": 3716.23, "end": 3716.71, "word": " زلازل،", "probability": 0.87568359375}, {"start": 3716.71, "end": 3716.81, "word": " مافيش", "probability": 0.9036458333333334}, {"start": 3716.81, "end": 3716.89, "word": " عندي", "probability": 0.868408203125}, {"start": 3716.89, "end": 3717.41, "word": " بيضانات،", "probability": 0.855224609375}, {"start": 3717.41, "end": 3717.53, "word": " مافيش", "probability": 0.7582194010416666}, {"start": 3717.53, "end": 3717.83, "word": " عندي", "probability": 0.976806640625}, {"start": 3717.83, "end": 3718.35, "word": " بلقين،", "probability": 0.512060546875}, {"start": 3718.35, "end": 3718.47, "word": " يعني", "probability": 0.961669921875}, {"start": 3718.47, "end": 3718.65, "word": " كل", "probability": 0.95654296875}, {"start": 3718.65, "end": 3719.03, "word": " هيعيش،", "probability": 0.67060546875}, {"start": 3719.03, "end": 3719.25, "word": " كلها", "probability": 0.9375}, {"start": 3719.25, "end": 3719.69, "word": " فرصة", "probability": 0.924072265625}], "temperature": 1.0}, {"id": 147, "seek": 374759, "start": 3720.19, "end": 3747.59, "text": "كمان لو سعر .. السعر العملة أو العملة تبع الدولة زي الدولار اللي مالكي قوية هذي كمان برصة السعار الحائل اللي هو مابتعمل مع قرب ولا حاجة البرصة لو مستقبل كلها ببرصة لازماش أستغلها تحضري خلّيني ناخد .. لأ لسه إحنا عندنا ضايلة واحدة التهديد ده أتماما أنا جاية يعني جاية عليها بالحكي وفي مثال كمان ع شركة Apple أيوة اللي فيه مطر تهديد ال challenge على المحدق بيها", "tokens": [24793, 7649, 45164, 8608, 3615, 2288, 4386, 21136, 3615, 2288, 18863, 2304, 37977, 34051, 18863, 2304, 37977, 6055, 3555, 3615, 32748, 12610, 3660, 30767, 1829, 32748, 12610, 9640, 13672, 1829, 3714, 6027, 4117, 1829, 12174, 2407, 10632, 8032, 8848, 1829, 9122, 2304, 7649, 4724, 2288, 9381, 3660, 21136, 3615, 9640, 21542, 16373, 1211, 13672, 1829, 31439, 3714, 16758, 2655, 25957, 1211, 20449, 12174, 25513, 49429, 11331, 26108, 3660, 29739, 2288, 9381, 3660, 45164, 3714, 14851, 4587, 36150, 28242, 11296, 4724, 26890, 9381, 3660, 5296, 31377, 2304, 33599, 5551, 14851, 17082, 1211, 11296, 6055, 5016, 11242, 16572, 16490, 1211, 11703, 9957, 1829, 8717, 47283, 3215, 4386, 5296, 10721, 5296, 3794, 3224, 11933, 5016, 8315, 43242, 8315, 48812, 995, 26895, 3660, 36764, 24401, 3660, 16712, 3224, 16254, 3215, 11778, 3224, 5551, 39237, 10943, 995, 41850, 10874, 995, 10632, 37495, 22653, 10874, 995, 10632, 25894, 11296, 20666, 5016, 4117, 1829, 4032, 41185, 50113, 6027, 9122, 2304, 7649, 6225, 13412, 31747, 3660, 6373, 36632, 2407, 3660, 13672, 1829, 8978, 3224, 3714, 9566, 2288, 6055, 3224, 16254, 3215, 2423, 3430, 15844, 9673, 24401, 4587, 4724, 1829, 11296], "avg_logprob": -0.2984972759022739, "compression_ratio": 2.0191693290734825, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3720.19, "end": 3720.63, "word": "كمان", "probability": 0.79736328125}, {"start": 3720.63, "end": 3720.89, "word": " لو", "probability": 0.84521484375}, {"start": 3720.89, "end": 3721.53, "word": " سعر", "probability": 0.9640299479166666}, {"start": 3721.53, "end": 3721.69, "word": " ..", "probability": 0.2216796875}, {"start": 3721.69, "end": 3722.23, "word": " السعر", "probability": 0.8391927083333334}, {"start": 3722.23, "end": 3722.73, "word": " العملة", "probability": 0.9348958333333334}, {"start": 3722.73, "end": 3722.95, "word": " أو", "probability": 0.86669921875}, {"start": 3722.95, "end": 3723.39, "word": " العملة", "probability": 0.9806315104166666}, {"start": 3723.39, "end": 3723.65, "word": " تبع", "probability": 0.75537109375}, {"start": 3723.65, "end": 3724.29, "word": " الدولة", "probability": 0.97998046875}, {"start": 3724.29, "end": 3724.51, "word": " زي", "probability": 0.80615234375}, {"start": 3724.51, "end": 3724.85, "word": " الدولار", "probability": 0.9111328125}, {"start": 3724.85, "end": 3724.95, "word": " اللي", "probability": 0.667724609375}, {"start": 3724.95, "end": 3725.25, "word": " مالكي", "probability": 0.48028564453125}, {"start": 3725.25, "end": 3725.75, "word": " قوية", "probability": 0.9744466145833334}, {"start": 3725.75, "end": 3726.09, "word": " هذي", "probability": 0.4600830078125}, {"start": 3726.09, "end": 3726.27, "word": " كمان", "probability": 0.9664713541666666}, {"start": 3726.27, "end": 3727.19, "word": " برصة", "probability": 0.64495849609375}, {"start": 3727.19, "end": 3728.01, "word": " السعار", "probability": 0.8474934895833334}, {"start": 3728.01, "end": 3728.45, "word": " الحائل", "probability": 0.6790364583333334}, {"start": 3728.45, "end": 3728.57, "word": " اللي", "probability": 0.62109375}, {"start": 3728.57, "end": 3728.65, "word": " هو", "probability": 0.5380859375}, {"start": 3728.65, "end": 3729.05, "word": " مابتعمل", "probability": 0.69765625}, {"start": 3729.05, "end": 3729.21, "word": " مع", "probability": 0.9873046875}, {"start": 3729.21, "end": 3729.53, "word": " قرب", "probability": 0.683837890625}, {"start": 3729.53, "end": 3729.77, "word": " ولا", "probability": 0.81201171875}, {"start": 3729.77, "end": 3730.31, "word": " حاجة", "probability": 0.9959309895833334}, {"start": 3730.31, "end": 3731.93, "word": " البرصة", "probability": 0.697265625}, {"start": 3731.93, "end": 3732.03, "word": " لو", "probability": 0.76220703125}, {"start": 3732.03, "end": 3732.55, "word": " مستقبل", "probability": 0.82958984375}, {"start": 3732.55, "end": 3732.87, "word": " كلها", "probability": 0.6019287109375}, {"start": 3732.87, "end": 3733.35, "word": " ببرصة", "probability": 0.866943359375}, {"start": 3733.35, "end": 3733.85, "word": " لازماش", "probability": 0.8770751953125}, {"start": 3733.85, "end": 3734.67, "word": " أستغلها", "probability": 0.89365234375}, {"start": 3734.67, "end": 3735.41, "word": " تحضري", "probability": 0.7139892578125}, {"start": 3735.41, "end": 3736.45, "word": " خلّيني", "probability": 0.7505859375}, {"start": 3736.45, "end": 3737.09, "word": " ناخد", "probability": 0.9269205729166666}, {"start": 3737.09, "end": 3737.33, "word": " ..", "probability": 0.414306640625}, {"start": 3737.33, "end": 3737.45, "word": " لأ", "probability": 0.853515625}, {"start": 3737.45, "end": 3737.85, "word": " لسه", "probability": 0.9348958333333334}, {"start": 3737.85, "end": 3738.31, "word": " إحنا", "probability": 0.7705891927083334}, {"start": 3738.31, "end": 3738.55, "word": " عندنا", "probability": 0.59783935546875}, {"start": 3738.55, "end": 3738.75, "word": " ضايلة", "probability": 0.7410888671875}, {"start": 3738.75, "end": 3739.05, "word": " واحدة", "probability": 0.98828125}, {"start": 3739.05, "end": 3739.57, "word": " التهديد", "probability": 0.8751220703125}, {"start": 3739.57, "end": 3739.69, "word": " ده", "probability": 0.76513671875}, {"start": 3739.69, "end": 3739.89, "word": " أتماما", "probability": 0.56427001953125}, {"start": 3739.89, "end": 3739.99, "word": " أنا", "probability": 0.7373046875}, {"start": 3739.99, "end": 3740.21, "word": " جاية", "probability": 0.84716796875}, {"start": 3740.21, "end": 3740.67, "word": " يعني", "probability": 0.69677734375}, {"start": 3740.67, "end": 3741.03, "word": " جاية", "probability": 0.8963216145833334}, {"start": 3741.03, "end": 3741.79, "word": " عليها", "probability": 0.833984375}, {"start": 3741.79, "end": 3742.19, "word": " بالحكي", "probability": 0.945556640625}, {"start": 3742.19, "end": 3742.39, "word": " وفي", "probability": 0.7333984375}, {"start": 3742.39, "end": 3742.75, "word": " مثال", "probability": 0.965087890625}, {"start": 3742.75, "end": 3742.99, "word": " كمان", "probability": 0.9775390625}, {"start": 3742.99, "end": 3743.11, "word": " ع", "probability": 0.5068359375}, {"start": 3743.11, "end": 3743.45, "word": " شركة", "probability": 0.9444986979166666}, {"start": 3743.45, "end": 3743.77, "word": " Apple", "probability": 0.36865234375}, {"start": 3743.77, "end": 3743.77, "word": " أيوة", "probability": 0.7648111979166666}, {"start": 3743.77, "end": 3743.77, "word": " اللي", "probability": 0.884033203125}, {"start": 3743.77, "end": 3743.79, "word": " فيه", "probability": 0.6749267578125}, {"start": 3743.79, "end": 3744.09, "word": " مطر", "probability": 0.5528157552083334}, {"start": 3744.09, "end": 3745.43, "word": " تهديد", "probability": 0.82391357421875}, {"start": 3745.43, "end": 3745.67, "word": " ال", "probability": 0.716796875}, {"start": 3745.67, "end": 3746.21, "word": " challenge", "probability": 0.75537109375}, {"start": 3746.21, "end": 3746.65, "word": " على", "probability": 0.27783203125}, {"start": 3746.65, "end": 3747.27, "word": " المحدق", "probability": 0.9158528645833334}, {"start": 3747.27, "end": 3747.59, "word": " بيها", "probability": 0.6075846354166666}], "temperature": 1.0}, {"id": 148, "seek": 377718, "start": 3748.1, "end": 3777.18, "text": "طبعا إحنا التهديد ما بنقدر نعمل فيه هاجة لإن أنا خالجة السيطرة لكن لازمة تكيّف معاه أحاول أتجنبه يعني بي .. بي .. أهو بساطة تجنب يبيدك تكيّف معاه زي و زي القطاع التالت كهربائي تسكير المعابر مثلا كيف نتجنبه؟ نتجنب .. بس تكيّفنا بشأن أمور نقل التأثير عدم استقرار سياسي، عدم استقرار اقتصادي، عدم استقرار أسهم العملات، اغلاق الحلول والمعابر ليس باليد حيلة، لكن إحنا كيّفنا أمور", "tokens": [9566, 3555, 3615, 995, 11933, 5016, 8315, 16712, 3224, 16254, 3215, 19446, 44945, 28543, 2288, 8717, 25957, 1211, 8978, 3224, 8032, 26108, 3660, 5296, 28814, 1863, 41850, 16490, 6027, 7435, 3660, 21136, 1829, 9566, 25720, 44381, 5296, 31377, 46007, 6055, 4117, 1829, 11703, 5172, 20449, 40294, 5551, 5016, 995, 12610, 5551, 2655, 7435, 1863, 3555, 3224, 37495, 22653, 4724, 1829, 4386, 4724, 1829, 4386, 5551, 3224, 2407, 4724, 3794, 41193, 3660, 6055, 7435, 1863, 3555, 7251, 21292, 3215, 4117, 6055, 4117, 1829, 11703, 5172, 20449, 40294, 30767, 1829, 4032, 30767, 1829, 25062, 9566, 45761, 16712, 6027, 2655, 9122, 3224, 25513, 16373, 1829, 6055, 3794, 4117, 13546, 9673, 3615, 16758, 2288, 50113, 15040, 9122, 33911, 8717, 2655, 7435, 1863, 3555, 3224, 22807, 8717, 2655, 7435, 1863, 3555, 4386, 4724, 3794, 6055, 4117, 1829, 11703, 5172, 8315, 4724, 8592, 33456, 5551, 2304, 13063, 8717, 4587, 1211, 16712, 10721, 12984, 13546, 6225, 40448, 44713, 4587, 2288, 9640, 8608, 25528, 3794, 1829, 12399, 6225, 40448, 44713, 4587, 2288, 9640, 1975, 38149, 9381, 995, 16254, 12399, 6225, 40448, 44713, 4587, 2288, 9640, 5551, 3794, 16095, 18863, 42213, 9307, 12399, 1975, 17082, 15040, 4587, 21542, 1211, 12610, 16070, 2304, 3615, 16758, 2288, 32239, 3794, 20666, 25708, 11331, 26895, 3660, 12399, 44381, 11933, 5016, 8315, 9122, 1829, 11703, 5172, 8315, 5551, 2304, 13063], "avg_logprob": -0.2263824851831533, "compression_ratio": 2.1297468354430378, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3748.1, "end": 3748.42, "word": "طبعا", "probability": 0.9202880859375}, {"start": 3748.42, "end": 3748.62, "word": " إحنا", "probability": 0.8185221354166666}, {"start": 3748.62, "end": 3749.22, "word": " التهديد", "probability": 0.9620361328125}, {"start": 3749.22, "end": 3749.44, "word": " ما", "probability": 0.8505859375}, {"start": 3749.44, "end": 3749.84, "word": " بنقدر", "probability": 0.9358723958333334}, {"start": 3749.84, "end": 3750.12, "word": " نعمل", "probability": 0.9845377604166666}, {"start": 3750.12, "end": 3750.36, "word": " فيه", "probability": 0.90771484375}, {"start": 3750.36, "end": 3750.58, "word": " هاجة", "probability": 0.7887369791666666}, {"start": 3750.58, "end": 3750.78, "word": " لإن", "probability": 0.7369791666666666}, {"start": 3750.78, "end": 3750.86, "word": " أنا", "probability": 0.77880859375}, {"start": 3750.86, "end": 3751.12, "word": " خالجة", "probability": 0.7135009765625}, {"start": 3751.12, "end": 3751.58, "word": " السيطرة", "probability": 0.97021484375}, {"start": 3751.58, "end": 3752.38, "word": " لكن", "probability": 0.63134765625}, {"start": 3752.38, "end": 3752.76, "word": " لازمة", "probability": 0.8455403645833334}, {"start": 3752.76, "end": 3753.22, "word": " تكيّف", "probability": 0.83056640625}, {"start": 3753.22, "end": 3753.68, "word": " معاه", "probability": 0.982177734375}, {"start": 3753.68, "end": 3754.76, "word": " أحاول", "probability": 0.8814697265625}, {"start": 3754.76, "end": 3755.32, "word": " أتجنبه", "probability": 0.9691569010416666}, {"start": 3755.32, "end": 3755.56, "word": " يعني", "probability": 0.91845703125}, {"start": 3755.56, "end": 3755.78, "word": " بي", "probability": 0.6474609375}, {"start": 3755.78, "end": 3755.9, "word": " ..", "probability": 0.52734375}, {"start": 3755.9, "end": 3756.28, "word": " بي", "probability": 0.96875}, {"start": 3756.28, "end": 3756.52, "word": " ..", "probability": 0.8603515625}, {"start": 3756.52, "end": 3756.86, "word": " أهو", "probability": 0.70849609375}, {"start": 3756.86, "end": 3757.24, "word": " بساطة", "probability": 0.7669677734375}, {"start": 3757.24, "end": 3757.52, "word": " تجنب", "probability": 0.889404296875}, {"start": 3757.52, "end": 3757.92, "word": " يبيدك", "probability": 0.47454833984375}, {"start": 3757.92, "end": 3758.26, "word": " تكيّف", "probability": 0.94853515625}, {"start": 3758.26, "end": 3758.56, "word": " معاه", "probability": 0.99462890625}, {"start": 3758.56, "end": 3758.76, "word": " زي", "probability": 0.987060546875}, {"start": 3758.76, "end": 3758.88, "word": " و", "probability": 0.63623046875}, {"start": 3758.88, "end": 3759.0, "word": " زي", "probability": 0.895751953125}, {"start": 3759.0, "end": 3759.32, "word": " القطاع", "probability": 0.7685546875}, {"start": 3759.32, "end": 3759.66, "word": " التالت", "probability": 0.4577229817708333}, {"start": 3759.66, "end": 3760.3, "word": " كهربائي", "probability": 0.94287109375}, {"start": 3760.3, "end": 3761.42, "word": " تسكير", "probability": 0.784912109375}, {"start": 3761.42, "end": 3761.98, "word": " المعابر", "probability": 0.98486328125}, {"start": 3761.98, "end": 3762.16, "word": " مثلا", "probability": 0.922607421875}, {"start": 3762.16, "end": 3762.3, "word": " كيف", "probability": 0.78125}, {"start": 3762.3, "end": 3763.72, "word": " نتجنبه؟", "probability": 0.9153180803571429}, {"start": 3763.72, "end": 3764.04, "word": " نتجنب", "probability": 0.845654296875}, {"start": 3764.04, "end": 3764.1, "word": " ..", "probability": 0.2322998046875}, {"start": 3764.1, "end": 3764.26, "word": " بس", "probability": 0.91552734375}, {"start": 3764.26, "end": 3764.76, "word": " تكيّفنا", "probability": 0.8642578125}, {"start": 3764.76, "end": 3765.32, "word": " بشأن", "probability": 0.501220703125}, {"start": 3765.32, "end": 3765.54, "word": " أمور", "probability": 0.71484375}, {"start": 3765.54, "end": 3766.02, "word": " نقل", "probability": 0.494140625}, {"start": 3766.02, "end": 3766.46, "word": " التأثير", "probability": 0.7783203125}, {"start": 3766.46, "end": 3767.34, "word": " عدم", "probability": 0.6734619140625}, {"start": 3767.34, "end": 3767.86, "word": " استقرار", "probability": 0.79815673828125}, {"start": 3767.86, "end": 3768.62, "word": " سياسي،", "probability": 0.835205078125}, {"start": 3768.62, "end": 3768.86, "word": " عدم", "probability": 0.9775390625}, {"start": 3768.86, "end": 3769.24, "word": " استقرار", "probability": 0.9869384765625}, {"start": 3769.24, "end": 3769.84, "word": " اقتصادي،", "probability": 0.9182942708333334}, {"start": 3769.84, "end": 3770.0, "word": " عدم", "probability": 0.9765625}, {"start": 3770.0, "end": 3770.34, "word": " استقرار", "probability": 0.9755859375}, {"start": 3770.34, "end": 3770.58, "word": " أسهم", "probability": 0.7134602864583334}, {"start": 3770.58, "end": 3771.56, "word": " العملات،", "probability": 0.64093017578125}, {"start": 3771.56, "end": 3771.96, "word": " اغلاق", "probability": 0.83978271484375}, {"start": 3771.96, "end": 3772.4, "word": " الحلول", "probability": 0.9088541666666666}, {"start": 3772.4, "end": 3774.22, "word": " والمعابر", "probability": 0.93662109375}, {"start": 3774.22, "end": 3774.88, "word": " ليس", "probability": 0.9482421875}, {"start": 3774.88, "end": 3775.24, "word": " باليد", "probability": 0.5875244140625}, {"start": 3775.24, "end": 3776.02, "word": " حيلة،", "probability": 0.786865234375}, {"start": 3776.02, "end": 3776.18, "word": " لكن", "probability": 0.9736328125}, {"start": 3776.18, "end": 3776.38, "word": " إحنا", "probability": 0.8642578125}, {"start": 3776.38, "end": 3776.88, "word": " كيّفنا", "probability": 0.98212890625}, {"start": 3776.88, "end": 3777.18, "word": " أمور", "probability": 0.96337890625}], "temperature": 1.0}, {"id": 149, "seek": 379721, "start": 3777.69, "end": 3797.21, "text": "كيف لو ممكن كمان ناخد بالعين الاعتبار انه احنا نحط بداية استراتيجية مثلا على تسكير المعابر، أنا بعمل حسابي قبل وقت، عندي مثلا .. إلا إذا إجا بشكل طارق تعمل خطة تبلغ خطة و وقت عشان تروح لكن الوضع هذا مش طبيعي، في الأصل الحدود كلها مفتوحة حسب القوانين الدولية", "tokens": [4117, 33911, 45164, 3714, 43020, 9122, 2304, 7649, 8717, 47283, 3215, 20666, 3615, 9957, 42963, 34268, 3555, 9640, 16472, 3224, 1975, 5016, 8315, 8717, 5016, 9566, 4724, 28259, 10632, 44713, 2288, 9307, 1829, 7435, 10632, 50113, 15040, 15844, 6055, 3794, 4117, 13546, 9673, 3615, 16758, 2288, 12399, 41850, 4724, 25957, 1211, 11331, 3794, 16758, 1829, 12174, 36150, 4032, 38149, 12399, 18871, 16254, 50113, 15040, 4386, 11933, 15040, 11933, 15730, 11933, 7435, 995, 4724, 8592, 28820, 23032, 9640, 4587, 6055, 25957, 1211, 16490, 9566, 3660, 6055, 36150, 17082, 16490, 9566, 3660, 4032, 4032, 38149, 6225, 8592, 7649, 6055, 32887, 5016, 44381, 2423, 2407, 11242, 3615, 23758, 37893, 23032, 21292, 3615, 1829, 12399, 8978, 16247, 36520, 21542, 3215, 23328, 28242, 11296, 3714, 5172, 2655, 2407, 5016, 3660, 11331, 35457, 25062, 2407, 7649, 9957, 32748, 12610, 10632], "avg_logprob": -0.23912037235719186, "compression_ratio": 1.8373015873015872, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 3777.69, "end": 3778.17, "word": "كيف", "probability": 0.9306640625}, {"start": 3778.17, "end": 3778.35, "word": " لو", "probability": 0.47802734375}, {"start": 3778.35, "end": 3778.69, "word": " ممكن", "probability": 0.965087890625}, {"start": 3778.69, "end": 3778.99, "word": " كمان", "probability": 0.8929036458333334}, {"start": 3778.99, "end": 3779.35, "word": " ناخد", "probability": 0.9676106770833334}, {"start": 3779.35, "end": 3779.57, "word": " بالعين", "probability": 0.5467122395833334}, {"start": 3779.57, "end": 3779.93, "word": " الاعتبار", "probability": 0.8544921875}, {"start": 3779.93, "end": 3780.13, "word": " انه", "probability": 0.4774169921875}, {"start": 3780.13, "end": 3780.27, "word": " احنا", "probability": 0.93115234375}, {"start": 3780.27, "end": 3780.51, "word": " نحط", "probability": 0.9287109375}, {"start": 3780.51, "end": 3780.85, "word": " بداية", "probability": 0.7018229166666666}, {"start": 3780.85, "end": 3781.41, "word": " استراتيجية", "probability": 0.9703776041666666}, {"start": 3781.41, "end": 3781.69, "word": " مثلا", "probability": 0.856689453125}, {"start": 3781.69, "end": 3781.81, "word": " على", "probability": 0.62890625}, {"start": 3781.81, "end": 3782.11, "word": " تسكير", "probability": 0.8502197265625}, {"start": 3782.11, "end": 3782.67, "word": " المعابر،", "probability": 0.854736328125}, {"start": 3782.67, "end": 3782.77, "word": " أنا", "probability": 0.443115234375}, {"start": 3782.77, "end": 3783.09, "word": " بعمل", "probability": 0.98193359375}, {"start": 3783.09, "end": 3783.49, "word": " حسابي", "probability": 0.97900390625}, {"start": 3783.49, "end": 3783.73, "word": " قبل", "probability": 0.96142578125}, {"start": 3783.73, "end": 3784.15, "word": " وقت،", "probability": 0.7900390625}, {"start": 3784.15, "end": 3784.39, "word": " عندي", "probability": 0.807373046875}, {"start": 3784.39, "end": 3784.73, "word": " مثلا", "probability": 0.951171875}, {"start": 3784.73, "end": 3784.87, "word": " ..", "probability": 0.3349609375}, {"start": 3784.87, "end": 3785.11, "word": " إلا", "probability": 0.6407470703125}, {"start": 3785.11, "end": 3785.27, "word": " إذا", "probability": 0.93798828125}, {"start": 3785.27, "end": 3785.53, "word": " إجا", "probability": 0.5699055989583334}, {"start": 3785.53, "end": 3785.87, "word": " بشكل", "probability": 0.9768880208333334}, {"start": 3785.87, "end": 3786.85, "word": " طارق", "probability": 0.779296875}, {"start": 3786.85, "end": 3787.35, "word": " تعمل", "probability": 0.7042643229166666}, {"start": 3787.35, "end": 3787.97, "word": " خطة", "probability": 0.9775390625}, {"start": 3787.97, "end": 3788.51, "word": " تبلغ", "probability": 0.657470703125}, {"start": 3788.51, "end": 3788.81, "word": " خطة", "probability": 0.6637369791666666}, {"start": 3788.81, "end": 3789.37, "word": " و", "probability": 0.892578125}, {"start": 3789.37, "end": 3789.55, "word": " وقت", "probability": 0.2552490234375}, {"start": 3789.55, "end": 3789.81, "word": " عشان", "probability": 0.8504231770833334}, {"start": 3789.81, "end": 3790.23, "word": " تروح", "probability": 0.9912109375}, {"start": 3790.23, "end": 3791.05, "word": " لكن", "probability": 0.430419921875}, {"start": 3791.05, "end": 3791.65, "word": " الوضع", "probability": 0.9873046875}, {"start": 3791.65, "end": 3791.85, "word": " هذا", "probability": 0.78173828125}, {"start": 3791.85, "end": 3792.01, "word": " مش", "probability": 0.98779296875}, {"start": 3792.01, "end": 3793.33, "word": " طبيعي،", "probability": 0.94716796875}, {"start": 3793.33, "end": 3793.45, "word": " في", "probability": 0.71728515625}, {"start": 3793.45, "end": 3793.79, "word": " الأصل", "probability": 0.801025390625}, {"start": 3793.79, "end": 3794.35, "word": " الحدود", "probability": 0.8992513020833334}, {"start": 3794.35, "end": 3794.61, "word": " كلها", "probability": 0.6795654296875}, {"start": 3794.61, "end": 3796.03, "word": " مفتوحة", "probability": 0.9322102864583334}, {"start": 3796.03, "end": 3796.49, "word": " حسب", "probability": 0.851318359375}, {"start": 3796.49, "end": 3796.81, "word": " القوانين", "probability": 0.8955078125}, {"start": 3796.81, "end": 3797.21, "word": " الدولية", "probability": 0.84912109375}], "temperature": 1.0}, {"id": 150, "seek": 382603, "start": 3797.53, "end": 3826.03, "text": "فضّالي هنا عامل كأنه مصفوفة هذه المصفوفة بتدرس هنا البيئة الداخلية اللي هي نقاط القوة والضاق والبيئة الخارجية الفرص والتهديدات طبعا إذا كان أنا في عندي في المؤسسة قوة مع فرصة أنا أخدتها فانا هنا عندي استراتيجيات هجومية يعني أنا راح أهجم على السوق راح أقترق السوق في عندي أنا زي شركة مين زي أبل و Samsung هذه أحلى حاجة", "tokens": [5172, 11242, 11703, 6027, 1829, 34105, 6225, 10943, 1211, 9122, 33456, 3224, 3714, 9381, 5172, 38688, 3660, 29538, 9673, 9381, 5172, 38688, 3660, 39894, 3215, 2288, 3794, 34105, 2423, 21292, 19986, 3660, 32748, 47283, 1211, 10632, 13672, 1829, 39896, 8717, 4587, 41193, 25062, 2407, 3660, 16070, 11242, 995, 4587, 16070, 21292, 19986, 3660, 33962, 9640, 7435, 10632, 27188, 2288, 9381, 16070, 47395, 16254, 3215, 9307, 23032, 3555, 3615, 995, 11933, 15730, 25961, 41850, 8978, 18871, 16254, 8978, 9673, 33604, 3794, 3794, 3660, 12174, 2407, 3660, 20449, 6156, 2288, 9381, 3660, 41850, 5551, 9778, 3215, 2655, 11296, 6156, 7649, 995, 34105, 18871, 16254, 44713, 2288, 9307, 1829, 7435, 1829, 9307, 8032, 7435, 20498, 10632, 37495, 22653, 41850, 12602, 39319, 5551, 3224, 7435, 2304, 15844, 21136, 30543, 12602, 39319, 5551, 38149, 2288, 4587, 21136, 30543, 8978, 18871, 16254, 41850, 30767, 1829, 13412, 31747, 3660, 3714, 9957, 30767, 1829, 5551, 36150, 4032, 13173, 29538, 5551, 5016, 23942, 11331, 26108, 3660], "avg_logprob": -0.1467563322261919, "compression_ratio": 1.9929824561403509, "no_speech_prob": 8.940696716308594e-07, "words": [{"start": 3797.53, "end": 3798.01, "word": "فضّالي", "probability": 0.4817626953125}, {"start": 3798.01, "end": 3798.65, "word": " هنا", "probability": 0.5478515625}, {"start": 3798.65, "end": 3799.09, "word": " عامل", "probability": 0.9332682291666666}, {"start": 3799.09, "end": 3800.03, "word": " كأنه", "probability": 0.92041015625}, {"start": 3800.03, "end": 3800.79, "word": " مصفوفة", "probability": 0.9310546875}, {"start": 3800.79, "end": 3801.65, "word": " هذه", "probability": 0.464599609375}, {"start": 3801.65, "end": 3802.43, "word": " المصفوفة", "probability": 0.98857421875}, {"start": 3802.43, "end": 3802.87, "word": " بتدرس", "probability": 0.9207763671875}, {"start": 3802.87, "end": 3803.07, "word": " هنا", "probability": 0.85205078125}, {"start": 3803.07, "end": 3803.39, "word": " البيئة", "probability": 0.9605712890625}, {"start": 3803.39, "end": 3804.23, "word": " الداخلية", "probability": 0.9915771484375}, {"start": 3804.23, "end": 3804.71, "word": " اللي", "probability": 0.9150390625}, {"start": 3804.71, "end": 3804.89, "word": " هي", "probability": 0.95166015625}, {"start": 3804.89, "end": 3805.31, "word": " نقاط", "probability": 0.8717447916666666}, {"start": 3805.31, "end": 3805.87, "word": " القوة", "probability": 0.9933268229166666}, {"start": 3805.87, "end": 3806.63, "word": " والضاق", "probability": 0.7305908203125}, {"start": 3806.63, "end": 3807.35, "word": " والبيئة", "probability": 0.9144287109375}, {"start": 3807.35, "end": 3807.99, "word": " الخارجية", "probability": 0.9974365234375}, {"start": 3807.99, "end": 3808.47, "word": " الفرص", "probability": 0.9300130208333334}, {"start": 3808.47, "end": 3809.41, "word": " والتهديدات", "probability": 0.93388671875}, {"start": 3809.41, "end": 3810.05, "word": " طبعا", "probability": 0.96533203125}, {"start": 3810.05, "end": 3810.25, "word": " إذا", "probability": 0.91845703125}, {"start": 3810.25, "end": 3810.49, "word": " كان", "probability": 0.9609375}, {"start": 3810.49, "end": 3810.69, "word": " أنا", "probability": 0.595703125}, {"start": 3810.69, "end": 3810.83, "word": " في", "probability": 0.96826171875}, {"start": 3810.83, "end": 3811.15, "word": " عندي", "probability": 0.6591796875}, {"start": 3811.15, "end": 3811.29, "word": " في", "probability": 0.97998046875}, {"start": 3811.29, "end": 3812.11, "word": " المؤسسة", "probability": 0.99697265625}, {"start": 3812.11, "end": 3813.53, "word": " قوة", "probability": 0.9944661458333334}, {"start": 3813.53, "end": 3813.83, "word": " مع", "probability": 0.98828125}, {"start": 3813.83, "end": 3814.61, "word": " فرصة", "probability": 0.9967041015625}, {"start": 3814.61, "end": 3814.93, "word": " أنا", "probability": 0.8154296875}, {"start": 3814.93, "end": 3815.33, "word": " أخدتها", "probability": 0.9685546875}, {"start": 3815.33, "end": 3815.59, "word": " فانا", "probability": 0.8011067708333334}, {"start": 3815.59, "end": 3815.73, "word": " هنا", "probability": 0.95849609375}, {"start": 3815.73, "end": 3816.05, "word": " عندي", "probability": 0.86474609375}, {"start": 3816.05, "end": 3817.17, "word": " استراتيجيات", "probability": 0.9696568080357143}, {"start": 3817.17, "end": 3817.83, "word": " هجومية", "probability": 0.966796875}, {"start": 3817.83, "end": 3818.47, "word": " يعني", "probability": 0.95654296875}, {"start": 3818.47, "end": 3818.77, "word": " أنا", "probability": 0.7392578125}, {"start": 3818.77, "end": 3819.11, "word": " راح", "probability": 0.9619140625}, {"start": 3819.11, "end": 3819.45, "word": " أهجم", "probability": 0.97900390625}, {"start": 3819.45, "end": 3819.61, "word": " على", "probability": 0.89208984375}, {"start": 3819.61, "end": 3819.95, "word": " السوق", "probability": 0.97119140625}, {"start": 3819.95, "end": 3820.17, "word": " راح", "probability": 0.791259765625}, {"start": 3820.17, "end": 3820.55, "word": " أقترق", "probability": 0.9085693359375}, {"start": 3820.55, "end": 3820.91, "word": " السوق", "probability": 0.9873046875}, {"start": 3820.91, "end": 3821.09, "word": " في", "probability": 0.84814453125}, {"start": 3821.09, "end": 3821.33, "word": " عندي", "probability": 0.969970703125}, {"start": 3821.33, "end": 3821.63, "word": " أنا", "probability": 0.60205078125}, {"start": 3821.63, "end": 3821.87, "word": " زي", "probability": 0.7431640625}, {"start": 3821.87, "end": 3822.27, "word": " شركة", "probability": 0.9737955729166666}, {"start": 3822.27, "end": 3822.55, "word": " مين", "probability": 0.9228515625}, {"start": 3822.55, "end": 3823.29, "word": " زي", "probability": 0.6981201171875}, {"start": 3823.29, "end": 3823.67, "word": " أبل", "probability": 0.760009765625}, {"start": 3823.67, "end": 3824.27, "word": " و", "probability": 0.5166015625}, {"start": 3824.27, "end": 3824.93, "word": " Samsung", "probability": 0.64404296875}, {"start": 3824.93, "end": 3825.35, "word": " هذه", "probability": 0.244140625}, {"start": 3825.35, "end": 3825.61, "word": " أحلى", "probability": 0.718017578125}, {"start": 3825.61, "end": 3826.03, "word": " حاجة", "probability": 0.99169921875}], "temperature": 1.0}, {"id": 151, "seek": 385324, "start": 3826.66, "end": 3853.24, "text": "القوة والحرصة العادل النمصية التانية اللي هي لما يكون انا في عندي نقاط ضعف كبيرة في المنظمة وفي عندي فرصة فانا هنا بيسموها استراتيجيات علاجية انه انا في عندي بستثمر فرصة متاحة لكن انا في عندي ضعف في .. انا عندي ضعف لكن ماضيعش حرصة ماشي ليش؟ لأن الضعف تحت السيطرتي مش خاجعلي الإرادة، فضل", "tokens": [6027, 4587, 2407, 3660, 16070, 5016, 2288, 9381, 3660, 18863, 18513, 1211, 28239, 2304, 9381, 10632, 16712, 7649, 10632, 13672, 1829, 39896, 5296, 15042, 7251, 30544, 1975, 8315, 8978, 18871, 16254, 8717, 4587, 41193, 48812, 3615, 5172, 9122, 3555, 48923, 8978, 9673, 1863, 19913, 46007, 4032, 41185, 18871, 16254, 6156, 2288, 9381, 3660, 6156, 7649, 995, 34105, 4724, 1829, 38251, 2407, 11296, 44713, 2288, 9307, 1829, 7435, 1829, 9307, 11203, 26108, 10632, 16472, 3224, 1975, 8315, 8978, 18871, 16254, 4724, 14851, 12984, 29973, 6156, 2288, 9381, 3660, 44650, 39319, 3660, 44381, 1975, 8315, 8978, 18871, 16254, 48812, 3615, 5172, 8978, 4386, 1975, 8315, 18871, 16254, 48812, 3615, 5172, 44381, 19446, 11242, 40228, 8592, 11331, 2288, 9381, 3660, 3714, 33599, 1829, 32239, 8592, 22807, 5296, 33456, 6024, 114, 3615, 5172, 6055, 33753, 21136, 1829, 9566, 2288, 31371, 37893, 16490, 26108, 3615, 20292, 33688, 2288, 18513, 3660, 12399, 6156, 11242, 1211], "avg_logprob": -0.2018749937415123, "compression_ratio": 2.1147540983606556, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 3826.66, "end": 3827.34, "word": "القوة", "probability": 0.982666015625}, {"start": 3827.34, "end": 3828.2, "word": " والحرصة", "probability": 0.7962890625}, {"start": 3828.2, "end": 3829.0, "word": " العادل", "probability": 0.5550944010416666}, {"start": 3829.0, "end": 3829.7, "word": " النمصية", "probability": 0.704833984375}, {"start": 3829.7, "end": 3831.44, "word": " التانية", "probability": 0.89794921875}, {"start": 3831.44, "end": 3831.7, "word": " اللي", "probability": 0.6884765625}, {"start": 3831.7, "end": 3831.92, "word": " هي", "probability": 0.9130859375}, {"start": 3831.92, "end": 3832.16, "word": " لما", "probability": 0.890869140625}, {"start": 3832.16, "end": 3832.4, "word": " يكون", "probability": 0.9697265625}, {"start": 3832.4, "end": 3832.62, "word": " انا", "probability": 0.59112548828125}, {"start": 3832.62, "end": 3832.74, "word": " في", "probability": 0.9521484375}, {"start": 3832.74, "end": 3833.0, "word": " عندي", "probability": 0.7340087890625}, {"start": 3833.0, "end": 3833.4, "word": " نقاط", "probability": 0.95947265625}, {"start": 3833.4, "end": 3833.72, "word": " ضعف", "probability": 0.97021484375}, {"start": 3833.72, "end": 3834.12, "word": " كبيرة", "probability": 0.9728190104166666}, {"start": 3834.12, "end": 3834.26, "word": " في", "probability": 0.9306640625}, {"start": 3834.26, "end": 3834.94, "word": " المنظمة", "probability": 0.989990234375}, {"start": 3834.94, "end": 3835.38, "word": " وفي", "probability": 0.846435546875}, {"start": 3835.38, "end": 3835.72, "word": " عندي", "probability": 0.953857421875}, {"start": 3835.72, "end": 3836.24, "word": " فرصة", "probability": 0.99755859375}, {"start": 3836.24, "end": 3837.04, "word": " فانا", "probability": 0.8525390625}, {"start": 3837.04, "end": 3837.2, "word": " هنا", "probability": 0.9638671875}, {"start": 3837.2, "end": 3837.9, "word": " بيسموها", "probability": 0.9404296875}, {"start": 3837.9, "end": 3839.62, "word": " استراتيجيات", "probability": 0.9432198660714286}, {"start": 3839.62, "end": 3840.44, "word": " علاجية", "probability": 0.99609375}, {"start": 3840.44, "end": 3840.72, "word": " انه", "probability": 0.5123291015625}, {"start": 3840.72, "end": 3840.86, "word": " انا", "probability": 0.804443359375}, {"start": 3840.86, "end": 3841.0, "word": " في", "probability": 0.97802734375}, {"start": 3841.0, "end": 3841.36, "word": " عندي", "probability": 0.9775390625}, {"start": 3841.36, "end": 3841.84, "word": " بستثمر", "probability": 0.8228759765625}, {"start": 3841.84, "end": 3842.16, "word": " فرصة", "probability": 0.9940185546875}, {"start": 3842.16, "end": 3842.56, "word": " متاحة", "probability": 0.9713541666666666}, {"start": 3842.56, "end": 3842.78, "word": " لكن", "probability": 0.89404296875}, {"start": 3842.78, "end": 3843.02, "word": " انا", "probability": 0.878173828125}, {"start": 3843.02, "end": 3843.16, "word": " في", "probability": 0.97900390625}, {"start": 3843.16, "end": 3843.46, "word": " عندي", "probability": 0.974365234375}, {"start": 3843.46, "end": 3843.98, "word": " ضعف", "probability": 0.9235026041666666}, {"start": 3843.98, "end": 3844.46, "word": " في", "probability": 0.6220703125}, {"start": 3844.46, "end": 3844.6, "word": " ..", "probability": 0.49365234375}, {"start": 3844.6, "end": 3844.76, "word": " انا", "probability": 0.90625}, {"start": 3844.76, "end": 3845.0, "word": " عندي", "probability": 0.789794921875}, {"start": 3845.0, "end": 3845.28, "word": " ضعف", "probability": 0.9952799479166666}, {"start": 3845.28, "end": 3845.46, "word": " لكن", "probability": 0.9453125}, {"start": 3845.46, "end": 3845.92, "word": " ماضيعش", "probability": 0.7215576171875}, {"start": 3845.92, "end": 3846.74, "word": " حرصة", "probability": 0.85662841796875}, {"start": 3846.74, "end": 3847.3, "word": " ماشي", "probability": 0.8069661458333334}, {"start": 3847.3, "end": 3848.98, "word": " ليش؟", "probability": 0.5661214192708334}, {"start": 3848.98, "end": 3849.1, "word": " لأن", "probability": 0.840576171875}, {"start": 3849.1, "end": 3849.38, "word": " الضعف", "probability": 0.929443359375}, {"start": 3849.38, "end": 3849.64, "word": " تحت", "probability": 0.995361328125}, {"start": 3849.64, "end": 3850.26, "word": " السيطرتي", "probability": 0.82021484375}, {"start": 3850.26, "end": 3851.32, "word": " مش", "probability": 0.79443359375}, {"start": 3851.32, "end": 3851.78, "word": " خاجعلي", "probability": 0.559722900390625}, {"start": 3851.78, "end": 3852.92, "word": " الإرادة،", "probability": 0.723095703125}, {"start": 3852.92, "end": 3853.24, "word": " فضل", "probability": 0.8504231770833334}], "temperature": 1.0}, {"id": 152, "seek": 388039, "start": 3853.71, "end": 3880.39, "text": "تهديدات مع قوة هنا استعمال ان انا استعمل نقاط القوة عشان اقلل التهديدات تقللها لكي تسيطر عليها لأن التهديدات خارج السيطرة خارج السيطرة و النقطة الرابعة و الأخيرة اللي اذا كانت فيها اندي تهديدات مع ضعف المنطقة هذا اصعب موقف للمؤسسة بالظبط هنا ممكن المؤسسة انها تنهار هنا بتحاول تتكيب و تحاول تعالج نقطة ضعفها ولا هيتم إشهار اقلاسة او اغلى", "tokens": [47395, 16254, 3215, 9307, 20449, 12174, 2407, 3660, 34105, 44713, 25957, 6027, 16472, 1975, 8315, 44713, 25957, 1211, 8717, 4587, 41193, 25062, 2407, 3660, 6225, 8592, 7649, 1975, 4587, 1211, 1211, 16712, 3224, 16254, 3215, 9307, 6055, 4587, 1211, 1211, 11296, 5296, 4117, 1829, 6055, 3794, 1829, 9566, 2288, 25894, 11296, 5296, 33456, 16712, 3224, 16254, 3215, 9307, 16490, 9640, 7435, 21136, 1829, 9566, 25720, 16490, 9640, 7435, 21136, 1829, 9566, 25720, 4032, 28239, 47432, 3660, 34892, 16758, 27884, 4032, 16247, 9778, 48923, 13672, 1829, 1975, 15730, 25961, 2655, 8978, 11296, 16472, 16254, 6055, 3224, 16254, 3215, 9307, 20449, 48812, 3615, 5172, 9673, 1863, 9566, 28671, 23758, 1975, 9381, 3615, 3555, 3714, 30543, 5172, 5296, 19528, 33604, 3794, 3794, 3660, 20666, 19913, 3555, 9566, 34105, 3714, 43020, 9673, 33604, 3794, 3794, 3660, 16472, 11296, 6055, 1863, 3224, 9640, 34105, 39894, 5016, 995, 12610, 6055, 2655, 4117, 1829, 3555, 4032, 6055, 5016, 995, 12610, 37279, 6027, 7435, 8717, 47432, 3660, 48812, 3615, 5172, 11296, 49429, 8032, 36081, 2304, 11933, 8592, 3224, 9640, 1975, 4587, 1211, 32277, 3660, 1975, 2407, 1975, 17082, 23942], "avg_logprob": -0.166294640319033, "compression_ratio": 2.240875912408759, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3853.71, "end": 3854.55, "word": "تهديدات", "probability": 0.9227294921875}, {"start": 3854.55, "end": 3854.83, "word": " مع", "probability": 0.982421875}, {"start": 3854.83, "end": 3855.63, "word": " قوة", "probability": 0.9910481770833334}, {"start": 3855.63, "end": 3855.97, "word": " هنا", "probability": 0.450439453125}, {"start": 3855.97, "end": 3856.45, "word": " استعمال", "probability": 0.7478841145833334}, {"start": 3856.45, "end": 3856.59, "word": " ان", "probability": 0.3466796875}, {"start": 3856.59, "end": 3856.77, "word": " انا", "probability": 0.89208984375}, {"start": 3856.77, "end": 3857.13, "word": " استعمل", "probability": 0.9674479166666666}, {"start": 3857.13, "end": 3857.49, "word": " نقاط", "probability": 0.9542643229166666}, {"start": 3857.49, "end": 3857.87, "word": " القوة", "probability": 0.9923502604166666}, {"start": 3857.87, "end": 3858.09, "word": " عشان", "probability": 0.97900390625}, {"start": 3858.09, "end": 3858.65, "word": " اقلل", "probability": 0.91259765625}, {"start": 3858.65, "end": 3859.99, "word": " التهديدات", "probability": 0.9890625}, {"start": 3859.99, "end": 3862.05, "word": " تقللها", "probability": 0.83505859375}, {"start": 3862.05, "end": 3862.25, "word": " لكي", "probability": 0.62744140625}, {"start": 3862.25, "end": 3862.67, "word": " تسيطر", "probability": 0.928515625}, {"start": 3862.67, "end": 3862.95, "word": " عليها", "probability": 0.991455078125}, {"start": 3862.95, "end": 3863.15, "word": " لأن", "probability": 0.78271484375}, {"start": 3863.15, "end": 3863.75, "word": " التهديدات", "probability": 0.97626953125}, {"start": 3863.75, "end": 3864.27, "word": " خارج", "probability": 0.9930013020833334}, {"start": 3864.27, "end": 3864.57, "word": " السيطرة", "probability": 0.9930419921875}, {"start": 3864.57, "end": 3864.81, "word": " خارج", "probability": 0.92041015625}, {"start": 3864.81, "end": 3865.35, "word": " السيطرة", "probability": 0.9920654296875}, {"start": 3865.35, "end": 3866.05, "word": " و", "probability": 0.482666015625}, {"start": 3866.05, "end": 3866.63, "word": " النقطة", "probability": 0.8605143229166666}, {"start": 3866.63, "end": 3866.95, "word": " الرابعة", "probability": 0.9392903645833334}, {"start": 3866.95, "end": 3867.05, "word": " و", "probability": 0.60107421875}, {"start": 3867.05, "end": 3867.47, "word": " الأخيرة", "probability": 0.955078125}, {"start": 3867.47, "end": 3867.65, "word": " اللي", "probability": 0.5804443359375}, {"start": 3867.65, "end": 3867.83, "word": " اذا", "probability": 0.722412109375}, {"start": 3867.83, "end": 3868.21, "word": " كانت", "probability": 0.957275390625}, {"start": 3868.21, "end": 3868.37, "word": " فيها", "probability": 0.74658203125}, {"start": 3868.37, "end": 3868.49, "word": " اندي", "probability": 0.608154296875}, {"start": 3868.49, "end": 3869.15, "word": " تهديدات", "probability": 0.983203125}, {"start": 3869.15, "end": 3869.35, "word": " مع", "probability": 0.98046875}, {"start": 3869.35, "end": 3869.65, "word": " ضعف", "probability": 0.86865234375}, {"start": 3869.65, "end": 3870.09, "word": " المنطقة", "probability": 0.80670166015625}, {"start": 3870.09, "end": 3870.11, "word": " هذا", "probability": 0.8408203125}, {"start": 3870.11, "end": 3870.45, "word": " اصعب", "probability": 0.63800048828125}, {"start": 3870.45, "end": 3870.87, "word": " موقف", "probability": 0.9518229166666666}, {"start": 3870.87, "end": 3871.63, "word": " للمؤسسة", "probability": 0.953369140625}, {"start": 3871.63, "end": 3872.17, "word": " بالظبط", "probability": 0.877197265625}, {"start": 3872.17, "end": 3872.35, "word": " هنا", "probability": 0.87451171875}, {"start": 3872.35, "end": 3872.67, "word": " ممكن", "probability": 0.94970703125}, {"start": 3872.67, "end": 3873.25, "word": " المؤسسة", "probability": 0.9966796875}, {"start": 3873.25, "end": 3873.47, "word": " انها", "probability": 0.8720703125}, {"start": 3873.47, "end": 3874.47, "word": " تنهار", "probability": 0.96923828125}, {"start": 3874.47, "end": 3874.85, "word": " هنا", "probability": 0.84619140625}, {"start": 3874.85, "end": 3875.45, "word": " بتحاول", "probability": 0.818115234375}, {"start": 3875.45, "end": 3875.99, "word": " تتكيب", "probability": 0.79130859375}, {"start": 3875.99, "end": 3876.11, "word": " و", "probability": 0.63330078125}, {"start": 3876.11, "end": 3876.49, "word": " تحاول", "probability": 0.9791259765625}, {"start": 3876.49, "end": 3876.85, "word": " تعالج", "probability": 0.7731119791666666}, {"start": 3876.85, "end": 3877.23, "word": " نقطة", "probability": 0.791015625}, {"start": 3877.23, "end": 3877.55, "word": " ضعفها", "probability": 0.9281005859375}, {"start": 3877.55, "end": 3877.79, "word": " ولا", "probability": 0.7841796875}, {"start": 3877.79, "end": 3878.51, "word": " هيتم", "probability": 0.7521158854166666}, {"start": 3878.51, "end": 3879.03, "word": " إشهار", "probability": 0.8837890625}, {"start": 3879.03, "end": 3879.71, "word": " اقلاسة", "probability": 0.606494140625}, {"start": 3879.71, "end": 3879.97, "word": " او", "probability": 0.89599609375}, {"start": 3879.97, "end": 3880.39, "word": " اغلى", "probability": 0.8020833333333334}], "temperature": 1.0}, {"id": 153, "seek": 390960, "start": 3881.7, "end": 3909.6, "text": "طبعاً هنا بحكي لي اللي هو تعريف الـ SWOT إحنا عارفين إنه هو اختصار لـ Strength, Weakness, Opportunities و Threats اللي هي قوة، ضعف، فرص، ذهددات يعني شرحنا هذا الحكي كله و في عندي مثال أنا عملته على شركة Apple في عندي هنا نقاط القوة", "tokens": [9566, 3555, 3615, 995, 14111, 34105, 4724, 5016, 4117, 1829, 32239, 13672, 1829, 31439, 37279, 16572, 5172, 2423, 39184, 20346, 5068, 11933, 5016, 8315, 6225, 9640, 5172, 9957, 36145, 3224, 31439, 1975, 46456, 9381, 9640, 5296, 39184, 39251, 11, 492, 514, 1287, 11, 39441, 1088, 4032, 334, 620, 82, 13672, 1829, 39896, 12174, 2407, 3660, 12399, 48812, 3615, 5172, 12399, 6156, 2288, 9381, 12399, 29910, 3224, 3215, 3215, 9307, 37495, 22653, 13412, 2288, 5016, 8315, 23758, 21542, 4117, 1829, 28242, 3224, 4032, 8978, 18871, 16254, 50113, 6027, 41850, 6225, 42213, 47395, 15844, 13412, 31747, 3660, 6373, 8978, 18871, 16254, 34105, 8717, 4587, 41193, 25062, 2407, 3660], "avg_logprob": -0.1701226668937184, "compression_ratio": 1.5394190871369295, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3881.7, "end": 3882.14, "word": "طبعاً", "probability": 0.79697265625}, {"start": 3882.14, "end": 3882.26, "word": " هنا", "probability": 0.59814453125}, {"start": 3882.26, "end": 3882.7, "word": " بحكي", "probability": 0.8408203125}, {"start": 3882.7, "end": 3882.84, "word": " لي", "probability": 0.5712890625}, {"start": 3882.84, "end": 3882.98, "word": " اللي", "probability": 0.916748046875}, {"start": 3882.98, "end": 3883.16, "word": " هو", "probability": 0.97802734375}, {"start": 3883.16, "end": 3883.82, "word": " تعريف", "probability": 0.98388671875}, {"start": 3883.82, "end": 3884.36, "word": " الـ", "probability": 0.856201171875}, {"start": 3884.36, "end": 3885.2, "word": " SWOT", "probability": 0.6051025390625}, {"start": 3885.2, "end": 3885.88, "word": " إحنا", "probability": 0.734619140625}, {"start": 3885.88, "end": 3886.32, "word": " عارفين", "probability": 0.9842529296875}, {"start": 3886.32, "end": 3887.1, "word": " إنه", "probability": 0.79345703125}, {"start": 3887.1, "end": 3887.68, "word": " هو", "probability": 0.5390625}, {"start": 3887.68, "end": 3888.46, "word": " اختصار", "probability": 0.923828125}, {"start": 3888.46, "end": 3889.12, "word": " لـ", "probability": 0.780029296875}, {"start": 3889.12, "end": 3889.58, "word": " Strength,", "probability": 0.43115234375}, {"start": 3889.92, "end": 3890.52, "word": " Weakness,", "probability": 0.8854166666666666}, {"start": 3891.0, "end": 3891.98, "word": " Opportunities", "probability": 0.929443359375}, {"start": 3891.98, "end": 3892.5, "word": " و", "probability": 0.93505859375}, {"start": 3892.5, "end": 3893.62, "word": " Threats", "probability": 0.89794921875}, {"start": 3893.62, "end": 3893.98, "word": " اللي", "probability": 0.907958984375}, {"start": 3893.98, "end": 3894.38, "word": " هي", "probability": 0.9248046875}, {"start": 3894.38, "end": 3895.32, "word": " قوة،", "probability": 0.9185791015625}, {"start": 3895.32, "end": 3896.06, "word": " ضعف،", "probability": 0.9864501953125}, {"start": 3896.06, "end": 3896.48, "word": " فرص،", "probability": 0.962158203125}, {"start": 3896.48, "end": 3897.0, "word": " ذهددات", "probability": 0.8220703125}, {"start": 3897.0, "end": 3897.64, "word": " يعني", "probability": 0.5902099609375}, {"start": 3897.64, "end": 3898.16, "word": " شرحنا", "probability": 0.9710693359375}, {"start": 3898.16, "end": 3898.42, "word": " هذا", "probability": 0.8212890625}, {"start": 3898.42, "end": 3899.22, "word": " الحكي", "probability": 0.9352213541666666}, {"start": 3899.22, "end": 3900.28, "word": " كله", "probability": 0.99267578125}, {"start": 3900.28, "end": 3902.54, "word": " و", "probability": 0.92822265625}, {"start": 3902.54, "end": 3902.66, "word": " في", "probability": 0.449951171875}, {"start": 3902.66, "end": 3902.94, "word": " عندي", "probability": 0.862060546875}, {"start": 3902.94, "end": 3903.5, "word": " مثال", "probability": 0.96484375}, {"start": 3903.5, "end": 3904.3, "word": " أنا", "probability": 0.9013671875}, {"start": 3904.3, "end": 3904.64, "word": " عملته", "probability": 0.9705403645833334}, {"start": 3904.64, "end": 3904.88, "word": " على", "probability": 0.91845703125}, {"start": 3904.88, "end": 3905.4, "word": " شركة", "probability": 0.9978841145833334}, {"start": 3905.4, "end": 3905.76, "word": " Apple", "probability": 0.36083984375}, {"start": 3905.76, "end": 3908.26, "word": " في", "probability": 0.83935546875}, {"start": 3908.26, "end": 3908.48, "word": " عندي", "probability": 0.97509765625}, {"start": 3908.48, "end": 3908.68, "word": " هنا", "probability": 0.90283203125}, {"start": 3908.68, "end": 3909.06, "word": " نقاط", "probability": 0.9156901041666666}, {"start": 3909.06, "end": 3909.6, "word": " القوة", "probability": 0.9972330729166666}], "temperature": 1.0}, {"id": 154, "seek": 392821, "start": 3910.49, "end": 3928.21, "text": "مين يحكي ذئبات قوة شركة قبل؟ ساميرا ممكن لماذا تعتبر قبل قوية؟ يالا أستاذ ساميرا هنا معروف عالميا تكنولوجيا متطورة العلامة التجارية الفاصلة مفضلة مفضلة الأبحاث المتقنة ليه دراسة السوق باستخدام؟", "tokens": [2304, 9957, 7251, 5016, 4117, 1829, 29910, 19986, 3555, 9307, 12174, 2407, 3660, 13412, 31747, 3660, 12174, 36150, 22807, 8608, 10943, 13546, 995, 3714, 43020, 32767, 45636, 995, 6055, 34268, 26890, 12174, 36150, 12174, 2407, 10632, 22807, 7251, 6027, 995, 5551, 14851, 45636, 8608, 10943, 13546, 995, 34105, 20449, 32887, 5172, 6225, 45340, 25528, 6055, 19452, 12610, 29245, 25528, 44650, 9566, 13063, 3660, 18863, 37440, 3660, 16712, 7435, 9640, 10632, 27188, 33546, 37977, 3714, 5172, 11242, 37977, 3714, 5172, 11242, 37977, 16247, 49628, 5718, 104, 9673, 2655, 4587, 1863, 3660, 32239, 3224, 11778, 23557, 3794, 3660, 21136, 30543, 4724, 995, 14851, 9778, 3215, 10943, 22807], "avg_logprob": -0.231869101946084, "compression_ratio": 1.8071065989847717, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3910.49, "end": 3911.01, "word": "مين", "probability": 0.841064453125}, {"start": 3911.01, "end": 3911.29, "word": " يحكي", "probability": 0.9349365234375}, {"start": 3911.29, "end": 3911.73, "word": " ذئبات", "probability": 0.416778564453125}, {"start": 3911.73, "end": 3912.05, "word": " قوة", "probability": 0.9462890625}, {"start": 3912.05, "end": 3912.39, "word": " شركة", "probability": 0.98681640625}, {"start": 3912.39, "end": 3912.81, "word": " قبل؟", "probability": 0.5576171875}, {"start": 3912.81, "end": 3913.23, "word": " ساميرا", "probability": 0.635009765625}, {"start": 3913.23, "end": 3913.65, "word": " ممكن", "probability": 0.96923828125}, {"start": 3913.65, "end": 3914.23, "word": " لماذا", "probability": 0.8243815104166666}, {"start": 3914.23, "end": 3914.75, "word": " تعتبر", "probability": 0.9597981770833334}, {"start": 3914.75, "end": 3915.17, "word": " قبل", "probability": 0.965087890625}, {"start": 3915.17, "end": 3915.93, "word": " قوية؟", "probability": 0.9425048828125}, {"start": 3915.93, "end": 3916.19, "word": " يالا", "probability": 0.6232096354166666}, {"start": 3916.19, "end": 3916.47, "word": " أستاذ", "probability": 0.7283528645833334}, {"start": 3916.47, "end": 3916.85, "word": " ساميرا", "probability": 0.8463134765625}, {"start": 3916.85, "end": 3917.05, "word": " هنا", "probability": 0.2176513671875}, {"start": 3917.05, "end": 3917.41, "word": " معروف", "probability": 0.9910481770833334}, {"start": 3917.41, "end": 3918.01, "word": " عالميا", "probability": 0.9617513020833334}, {"start": 3918.01, "end": 3919.21, "word": " تكنولوجيا", "probability": 0.9078125}, {"start": 3919.21, "end": 3919.87, "word": " متطورة", "probability": 0.920654296875}, {"start": 3919.87, "end": 3921.13, "word": " العلامة", "probability": 0.5252278645833334}, {"start": 3921.13, "end": 3921.57, "word": " التجارية", "probability": 0.98681640625}, {"start": 3921.57, "end": 3922.21, "word": " الفاصلة", "probability": 0.98388671875}, {"start": 3922.21, "end": 3923.41, "word": " مفضلة", "probability": 0.8355712890625}, {"start": 3923.41, "end": 3924.09, "word": " مفضلة", "probability": 0.799896240234375}, {"start": 3924.09, "end": 3925.65, "word": " الأبحاث", "probability": 0.78277587890625}, {"start": 3925.65, "end": 3926.35, "word": " المتقنة", "probability": 0.9703125}, {"start": 3926.35, "end": 3926.75, "word": " ليه", "probability": 0.7939453125}, {"start": 3926.75, "end": 3927.15, "word": " دراسة", "probability": 0.9189453125}, {"start": 3927.15, "end": 3927.37, "word": " السوق", "probability": 0.953125}, {"start": 3927.37, "end": 3928.21, "word": " باستخدام؟", "probability": 0.8996930803571429}], "temperature": 1.0}, {"id": 155, "seek": 395797, "start": 3928.73, "end": 3957.97, "text": "أذا هي مصدر قوتها لأبل كانت جاية من الـ الـ الـ brand تبعها من اسمها من التكنولوجيا المتطورة لإلها من أبحاثها هي اشتغلت على حالها كتير عشان تتصدر لأعلى و ما زالت المنافسة شرسة هذا هنلاقيه في التهديدات زيادة المنافسة بالنسبة لنقاط الضعف كانت في أبل اللي هي نقص التسويق و العروض الترويجية عدم وجود منافسة كيف عدم وجود منافسة؟", "tokens": [10721, 15730, 39896, 3714, 9381, 3215, 2288, 12174, 35473, 11296, 5296, 10721, 36150, 25961, 2655, 10874, 995, 10632, 9154, 2423, 39184, 2423, 39184, 2423, 39184, 3360, 6055, 3555, 3615, 11296, 9154, 24525, 2304, 11296, 9154, 16712, 19452, 12610, 29245, 25528, 9673, 2655, 9566, 13063, 3660, 5296, 28814, 1211, 11296, 9154, 5551, 49628, 5718, 104, 11296, 39896, 1975, 8592, 2655, 17082, 1211, 2655, 15844, 11331, 6027, 11296, 9122, 2655, 13546, 6225, 8592, 7649, 6055, 2655, 9381, 3215, 2288, 5296, 10721, 3615, 23942, 4032, 19446, 30767, 6027, 2655, 9673, 8315, 36178, 3660, 13412, 2288, 3794, 3660, 23758, 8032, 1863, 15040, 38436, 3224, 8978, 16712, 3224, 16254, 3215, 9307, 30767, 1829, 18513, 3660, 9673, 8315, 36178, 3660, 20666, 1863, 35457, 3660, 5296, 1863, 4587, 41193, 6024, 114, 3615, 5172, 25961, 2655, 8978, 5551, 36150, 13672, 1829, 39896, 8717, 4587, 9381, 16712, 3794, 45865, 4587, 4032, 18863, 32887, 11242, 16712, 32887, 1829, 7435, 10632, 6225, 40448, 49610, 23328, 3714, 8315, 36178, 3660, 9122, 33911, 6225, 40448, 49610, 23328, 3714, 8315, 36178, 3660, 22807], "avg_logprob": -0.13455881949733287, "compression_ratio": 2.013840830449827, "no_speech_prob": 0.0, "words": [{"start": 3928.73, "end": 3929.07, "word": "أذا", "probability": 0.4332275390625}, {"start": 3929.07, "end": 3929.35, "word": " هي", "probability": 0.6396484375}, {"start": 3929.35, "end": 3930.19, "word": " مصدر", "probability": 0.96533203125}, {"start": 3930.19, "end": 3930.63, "word": " قوتها", "probability": 0.990234375}, {"start": 3930.63, "end": 3931.01, "word": " لأبل", "probability": 0.8155924479166666}, {"start": 3931.01, "end": 3931.47, "word": " كانت", "probability": 0.986572265625}, {"start": 3931.47, "end": 3931.81, "word": " جاية", "probability": 0.9108072916666666}, {"start": 3931.81, "end": 3932.09, "word": " من", "probability": 0.9951171875}, {"start": 3932.09, "end": 3932.47, "word": " الـ", "probability": 0.832763671875}, {"start": 3932.47, "end": 3932.81, "word": " الـ", "probability": 0.5843505859375}, {"start": 3932.81, "end": 3932.81, "word": " الـ", "probability": 0.5897216796875}, {"start": 3932.81, "end": 3933.01, "word": " brand", "probability": 0.80126953125}, {"start": 3933.01, "end": 3933.45, "word": " تبعها", "probability": 0.925048828125}, {"start": 3933.45, "end": 3933.59, "word": " من", "probability": 0.708984375}, {"start": 3933.59, "end": 3934.07, "word": " اسمها", "probability": 0.9069010416666666}, {"start": 3934.07, "end": 3934.21, "word": " من", "probability": 0.630859375}, {"start": 3934.21, "end": 3934.79, "word": " التكنولوجيا", "probability": 0.9837890625}, {"start": 3934.79, "end": 3935.47, "word": " المتطورة", "probability": 0.99208984375}, {"start": 3935.47, "end": 3935.97, "word": " لإلها", "probability": 0.749755859375}, {"start": 3935.97, "end": 3936.43, "word": " من", "probability": 0.95849609375}, {"start": 3936.43, "end": 3937.13, "word": " أبحاثها", "probability": 0.9728515625}, {"start": 3937.13, "end": 3937.31, "word": " هي", "probability": 0.74755859375}, {"start": 3937.31, "end": 3937.75, "word": " اشتغلت", "probability": 0.9253743489583334}, {"start": 3937.75, "end": 3937.89, "word": " على", "probability": 0.896484375}, {"start": 3937.89, "end": 3938.21, "word": " حالها", "probability": 0.9866536458333334}, {"start": 3938.21, "end": 3938.51, "word": " كتير", "probability": 0.9417317708333334}, {"start": 3938.51, "end": 3938.79, "word": " عشان", "probability": 0.9879557291666666}, {"start": 3938.79, "end": 3939.53, "word": " تتصدر", "probability": 0.8939453125}, {"start": 3939.53, "end": 3940.29, "word": " لأعلى", "probability": 0.9371337890625}, {"start": 3940.29, "end": 3940.53, "word": " و", "probability": 0.44580078125}, {"start": 3940.53, "end": 3940.65, "word": " ما", "probability": 0.469970703125}, {"start": 3940.65, "end": 3941.29, "word": " زالت", "probability": 0.98095703125}, {"start": 3941.29, "end": 3941.89, "word": " المنافسة", "probability": 0.97021484375}, {"start": 3941.89, "end": 3942.47, "word": " شرسة", "probability": 0.619720458984375}, {"start": 3942.47, "end": 3943.31, "word": " هذا", "probability": 0.90576171875}, {"start": 3943.31, "end": 3943.91, "word": " هنلاقيه", "probability": 0.9580078125}, {"start": 3943.91, "end": 3944.09, "word": " في", "probability": 0.9775390625}, {"start": 3944.09, "end": 3945.27, "word": " التهديدات", "probability": 0.92548828125}, {"start": 3945.27, "end": 3945.77, "word": " زيادة", "probability": 0.8465576171875}, {"start": 3945.77, "end": 3946.47, "word": " المنافسة", "probability": 0.9947509765625}, {"start": 3946.47, "end": 3947.63, "word": " بالنسبة", "probability": 0.9705810546875}, {"start": 3947.63, "end": 3948.31, "word": " لنقاط", "probability": 0.9609375}, {"start": 3948.31, "end": 3948.71, "word": " الضعف", "probability": 0.9188232421875}, {"start": 3948.71, "end": 3949.05, "word": " كانت", "probability": 0.979736328125}, {"start": 3949.05, "end": 3949.21, "word": " في", "probability": 0.98095703125}, {"start": 3949.21, "end": 3949.53, "word": " أبل", "probability": 0.827880859375}, {"start": 3949.53, "end": 3949.81, "word": " اللي", "probability": 0.94580078125}, {"start": 3949.81, "end": 3949.99, "word": " هي", "probability": 0.92431640625}, {"start": 3949.99, "end": 3950.37, "word": " نقص", "probability": 0.9912109375}, {"start": 3950.37, "end": 3951.07, "word": " التسويق", "probability": 0.95361328125}, {"start": 3951.07, "end": 3951.21, "word": " و", "probability": 0.552734375}, {"start": 3951.21, "end": 3951.59, "word": " العروض", "probability": 0.9723307291666666}, {"start": 3951.59, "end": 3952.43, "word": " الترويجية", "probability": 0.983984375}, {"start": 3952.43, "end": 3953.19, "word": " عدم", "probability": 0.911376953125}, {"start": 3953.19, "end": 3953.59, "word": " وجود", "probability": 0.864013671875}, {"start": 3953.59, "end": 3954.81, "word": " منافسة", "probability": 0.968994140625}, {"start": 3954.81, "end": 3955.53, "word": " كيف", "probability": 0.6258544921875}, {"start": 3955.53, "end": 3956.75, "word": " عدم", "probability": 0.81884765625}, {"start": 3956.75, "end": 3957.03, "word": " وجود", "probability": 0.986083984375}, {"start": 3957.03, "end": 3957.97, "word": " منافسة؟", "probability": 0.96259765625}], "temperature": 1.0}, {"id": 156, "seek": 398795, "start": 3958.23, "end": 3987.95, "text": "لا يا انت هذه برصة يمكن قصده هنا عدم وجود منافسة بالنسبة أن أبل اتميزت بالنظام تبعها يعني هي مش زي الـ Samsung الـ Samsung Android لكن الأبل الـ ISO الحسوب المفروض يفيه بقى برضه يا انتي عدم وجود حاجة ده مش نقطة ضعف يعني ممكن نلغيها أحنا عدم وجود منافسة ممكن يقدر أن هي ما تطوريش نفسها هو فعلا مثلا نظام الـ ISO", "tokens": [15040, 35186, 16472, 2655, 29538, 4724, 2288, 9381, 3660, 7251, 43020, 12174, 9381, 3215, 3224, 34105, 6225, 40448, 49610, 23328, 3714, 8315, 36178, 3660, 20666, 1863, 35457, 3660, 14739, 5551, 36150, 1975, 39237, 1829, 11622, 2655, 20666, 1863, 19913, 10943, 6055, 3555, 3615, 11296, 37495, 22653, 39896, 37893, 30767, 1829, 2423, 39184, 13173, 2423, 39184, 13173, 8853, 44381, 16247, 36150, 2423, 39184, 25042, 2423, 5016, 3794, 37746, 9673, 5172, 32887, 11242, 7251, 41185, 3224, 4724, 4587, 7578, 4724, 43042, 3224, 35186, 16472, 31371, 6225, 40448, 49610, 23328, 11331, 26108, 3660, 11778, 3224, 37893, 8717, 47432, 3660, 48812, 3615, 5172, 37495, 22653, 3714, 43020, 8717, 1211, 17082, 1829, 11296, 5551, 5016, 8315, 6225, 40448, 49610, 23328, 3714, 8315, 36178, 3660, 3714, 43020, 7251, 28543, 2288, 14739, 39896, 19446, 6055, 9566, 13063, 1829, 8592, 8717, 36178, 11296, 31439, 6156, 3615, 15040, 50113, 15040, 8717, 19913, 10943, 2423, 39184, 25042], "avg_logprob": -0.3264358130258483, "compression_ratio": 1.9064748201438848, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 3958.23, "end": 3958.75, "word": "لا", "probability": 0.237060546875}, {"start": 3958.75, "end": 3958.85, "word": " يا", "probability": 0.791015625}, {"start": 3958.85, "end": 3958.99, "word": " انت", "probability": 0.6484375}, {"start": 3958.99, "end": 3959.15, "word": " هذه", "probability": 0.3896484375}, {"start": 3959.15, "end": 3960.57, "word": " برصة", "probability": 0.64532470703125}, {"start": 3960.57, "end": 3961.09, "word": " يمكن", "probability": 0.86767578125}, {"start": 3961.09, "end": 3961.43, "word": " قصده", "probability": 0.7408294677734375}, {"start": 3961.43, "end": 3961.61, "word": " هنا", "probability": 0.880859375}, {"start": 3961.61, "end": 3961.87, "word": " عدم", "probability": 0.872802734375}, {"start": 3961.87, "end": 3962.21, "word": " وجود", "probability": 0.936279296875}, {"start": 3962.21, "end": 3963.05, "word": " منافسة", "probability": 0.953369140625}, {"start": 3963.05, "end": 3964.07, "word": " بالنسبة", "probability": 0.9427490234375}, {"start": 3964.07, "end": 3964.49, "word": " أن", "probability": 0.29931640625}, {"start": 3964.49, "end": 3965.89, "word": " أبل", "probability": 0.619384765625}, {"start": 3965.89, "end": 3966.61, "word": " اتميزت", "probability": 0.8875}, {"start": 3966.61, "end": 3967.13, "word": " بالنظام", "probability": 0.98095703125}, {"start": 3967.13, "end": 3967.55, "word": " تبعها", "probability": 0.909912109375}, {"start": 3967.55, "end": 3967.73, "word": " يعني", "probability": 0.824462890625}, {"start": 3967.73, "end": 3967.85, "word": " هي", "probability": 0.81640625}, {"start": 3967.85, "end": 3968.01, "word": " مش", "probability": 0.9755859375}, {"start": 3968.01, "end": 3968.19, "word": " زي", "probability": 0.98046875}, {"start": 3968.19, "end": 3968.41, "word": " الـ", "probability": 0.5791015625}, {"start": 3968.41, "end": 3968.67, "word": " Samsung", "probability": 0.6533203125}, {"start": 3968.67, "end": 3968.91, "word": " الـ", "probability": 0.554931640625}, {"start": 3968.91, "end": 3969.15, "word": " Samsung", "probability": 0.80322265625}, {"start": 3969.15, "end": 3969.75, "word": " Android", "probability": 0.5966796875}, {"start": 3969.75, "end": 3970.47, "word": " لكن", "probability": 0.81591796875}, {"start": 3970.47, "end": 3971.05, "word": " الأبل", "probability": 0.75146484375}, {"start": 3971.05, "end": 3971.91, "word": " الـ", "probability": 0.56884765625}, {"start": 3971.91, "end": 3972.29, "word": " ISO", "probability": 0.74755859375}, {"start": 3972.29, "end": 3975.35, "word": " الحسوب", "probability": 0.541900634765625}, {"start": 3975.35, "end": 3975.81, "word": " المفروض", "probability": 0.99169921875}, {"start": 3975.81, "end": 3976.19, "word": " يفيه", "probability": 0.7486165364583334}, {"start": 3976.19, "end": 3976.47, "word": " بقى", "probability": 0.6185709635416666}, {"start": 3976.47, "end": 3976.75, "word": " برضه", "probability": 0.6246744791666666}, {"start": 3976.75, "end": 3976.87, "word": " يا", "probability": 0.93408203125}, {"start": 3976.87, "end": 3977.09, "word": " انتي", "probability": 0.62646484375}, {"start": 3977.09, "end": 3977.39, "word": " عدم", "probability": 0.93017578125}, {"start": 3977.39, "end": 3977.73, "word": " وجود", "probability": 0.977783203125}, {"start": 3977.73, "end": 3978.09, "word": " حاجة", "probability": 0.9103190104166666}, {"start": 3978.09, "end": 3978.21, "word": " ده", "probability": 0.491455078125}, {"start": 3978.21, "end": 3978.35, "word": " مش", "probability": 0.98779296875}, {"start": 3978.35, "end": 3978.65, "word": " نقطة", "probability": 0.9197591145833334}, {"start": 3978.65, "end": 3978.95, "word": " ضعف", "probability": 0.9454752604166666}, {"start": 3978.95, "end": 3979.27, "word": " يعني", "probability": 0.6884765625}, {"start": 3979.27, "end": 3979.71, "word": " ممكن", "probability": 0.9833984375}, {"start": 3979.71, "end": 3980.41, "word": " نلغيها", "probability": 0.878125}, {"start": 3980.41, "end": 3980.71, "word": " أحنا", "probability": 0.7898763020833334}, {"start": 3980.71, "end": 3980.77, "word": " عدم", "probability": 0.46929931640625}, {"start": 3980.77, "end": 3981.03, "word": " وجود", "probability": 0.969970703125}, {"start": 3981.03, "end": 3981.73, "word": " منافسة", "probability": 0.971923828125}, {"start": 3981.73, "end": 3982.01, "word": " ممكن", "probability": 0.83984375}, {"start": 3982.01, "end": 3982.41, "word": " يقدر", "probability": 0.7737630208333334}, {"start": 3982.41, "end": 3982.53, "word": " أن", "probability": 0.56494140625}, {"start": 3982.53, "end": 3982.67, "word": " هي", "probability": 0.72509765625}, {"start": 3982.67, "end": 3982.81, "word": " ما", "probability": 0.468017578125}, {"start": 3982.81, "end": 3983.27, "word": " تطوريش", "probability": 0.720068359375}, {"start": 3983.27, "end": 3984.05, "word": " نفسها", "probability": 0.9931640625}, {"start": 3984.05, "end": 3984.43, "word": " هو", "probability": 0.55810546875}, {"start": 3984.43, "end": 3984.81, "word": " فعلا", "probability": 0.8751627604166666}, {"start": 3984.81, "end": 3985.17, "word": " مثلا", "probability": 0.876953125}, {"start": 3985.17, "end": 3985.75, "word": " نظام", "probability": 0.9259440104166666}, {"start": 3985.75, "end": 3987.91, "word": " الـ", "probability": 0.42144775390625}, {"start": 3987.91, "end": 3987.95, "word": " ISO", "probability": 0.486083984375}], "temperature": 1.0}, {"id": 157, "seek": 399618, "start": 3993.94, "end": 3996.18, "text": "يعني هذا هي متفردة في الـ", "tokens": [40228, 22653, 23758, 39896, 44650, 5172, 2288, 41891, 8978, 2423, 39184], "avg_logprob": -0.5963541716337204, "compression_ratio": 0.8823529411764706, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 3993.94, "end": 3994.52, "word": "يعني", "probability": 0.4901885986328125}, {"start": 3994.52, "end": 3994.8, "word": " هذا", "probability": 0.595703125}, {"start": 3994.8, "end": 3995.1, "word": " هي", "probability": 0.62060546875}, {"start": 3995.1, "end": 3995.84, "word": " متفردة", "probability": 0.9605712890625}, {"start": 3995.84, "end": 3996.06, "word": " في", "probability": 0.7080078125}, {"start": 3996.06, "end": 3996.18, "word": " الـ", "probability": 0.626953125}], "temperature": 1.0}, {"id": 158, "seek": 402523, "start": 3999.69, "end": 4025.23, "text": "أه فهي يعني أه متفردة أه يعني عندها نوع من .. حتى هي كمان من نقاط ضعفها أن هي بتتوافقش مع البرمجيات الأخرى يعني أنا لا بقدر أخد من ال .. أنزل إشي على Apple ولا أرفع إشي من Apple يعني هي بتحسيها مغلقة طبعا ممكن هي بتخاف من الفيروسات والتهديدات فهي ال security ومنتجاتها طبعا مرتفعة السعر كلنا بنعرف ال Apple الجديد اللي نزل من .. قدش حقه كان", "tokens": [10721, 3224, 6156, 3224, 1829, 37495, 22653, 5551, 3224, 44650, 5172, 2288, 41891, 5551, 3224, 37495, 22653, 43242, 11296, 8717, 45367, 9154, 4386, 11331, 49975, 39896, 9122, 2304, 7649, 9154, 8717, 4587, 41193, 48812, 3615, 5172, 11296, 14739, 39896, 39894, 2655, 14407, 5172, 4587, 8592, 20449, 2423, 26890, 2304, 7435, 1829, 9307, 16247, 34740, 7578, 37495, 22653, 41850, 20193, 4724, 28543, 2288, 5551, 9778, 3215, 9154, 2423, 4386, 14739, 11622, 1211, 11933, 8592, 1829, 15844, 6373, 49429, 5551, 28480, 3615, 11933, 8592, 1829, 9154, 6373, 37495, 22653, 39896, 39894, 5016, 3794, 1829, 11296, 3714, 17082, 1211, 28671, 23032, 3555, 3615, 995, 3714, 43020, 39896, 39894, 9778, 31845, 9154, 27188, 13546, 41779, 9307, 16070, 47395, 16254, 3215, 9307, 6156, 3224, 1829, 2423, 3825, 4032, 2304, 29399, 7435, 9307, 11296, 23032, 3555, 3615, 995, 3714, 43500, 5172, 27884, 21136, 3615, 2288, 28242, 8315, 44945, 3615, 28480, 2423, 6373, 25724, 16254, 3215, 13672, 1829, 8717, 11622, 1211, 9154, 4386, 12174, 3215, 8592, 11331, 4587, 3224, 25961], "avg_logprob": -0.14319740353924473, "compression_ratio": 1.9081967213114754, "no_speech_prob": 3.3974647521972656e-06, "words": [{"start": 3999.69, "end": 4000.03, "word": "أه", "probability": 0.838623046875}, {"start": 4000.03, "end": 4000.47, "word": " فهي", "probability": 0.908203125}, {"start": 4000.47, "end": 4000.75, "word": " يعني", "probability": 0.95458984375}, {"start": 4000.75, "end": 4000.95, "word": " أه", "probability": 0.6591796875}, {"start": 4000.95, "end": 4001.63, "word": " متفردة", "probability": 0.9500732421875}, {"start": 4001.63, "end": 4002.19, "word": " أه", "probability": 0.739501953125}, {"start": 4002.19, "end": 4002.47, "word": " يعني", "probability": 0.919921875}, {"start": 4002.47, "end": 4002.77, "word": " عندها", "probability": 0.993896484375}, {"start": 4002.77, "end": 4003.03, "word": " نوع", "probability": 0.993408203125}, {"start": 4003.03, "end": 4003.27, "word": " من", "probability": 0.9814453125}, {"start": 4003.27, "end": 4003.51, "word": " ..", "probability": 0.62353515625}, {"start": 4003.51, "end": 4003.81, "word": " حتى", "probability": 0.91015625}, {"start": 4003.81, "end": 4004.05, "word": " هي", "probability": 0.93359375}, {"start": 4004.05, "end": 4004.43, "word": " كمان", "probability": 0.98876953125}, {"start": 4004.43, "end": 4004.57, "word": " من", "probability": 0.99169921875}, {"start": 4004.57, "end": 4004.93, "word": " نقاط", "probability": 0.74267578125}, {"start": 4004.93, "end": 4005.49, "word": " ضعفها", "probability": 0.8592529296875}, {"start": 4005.49, "end": 4005.93, "word": " أن", "probability": 0.4140625}, {"start": 4005.93, "end": 4006.05, "word": " هي", "probability": 0.55810546875}, {"start": 4006.05, "end": 4006.65, "word": " بتتوافقش", "probability": 0.9136555989583334}, {"start": 4006.65, "end": 4006.79, "word": " مع", "probability": 0.99462890625}, {"start": 4006.79, "end": 4007.41, "word": " البرمجيات", "probability": 0.9498697916666666}, {"start": 4007.41, "end": 4007.83, "word": " الأخرى", "probability": 0.9892578125}, {"start": 4007.83, "end": 4007.97, "word": " يعني", "probability": 0.900634765625}, {"start": 4007.97, "end": 4008.19, "word": " أنا", "probability": 0.7509765625}, {"start": 4008.19, "end": 4008.37, "word": " لا", "probability": 0.595703125}, {"start": 4008.37, "end": 4008.77, "word": " بقدر", "probability": 0.9876302083333334}, {"start": 4008.77, "end": 4009.15, "word": " أخد", "probability": 0.8673502604166666}, {"start": 4009.15, "end": 4009.33, "word": " من", "probability": 0.98583984375}, {"start": 4009.33, "end": 4009.51, "word": " ال", "probability": 0.392578125}, {"start": 4009.51, "end": 4009.73, "word": " ..", "probability": 0.8896484375}, {"start": 4009.73, "end": 4010.25, "word": " أنزل", "probability": 0.7945149739583334}, {"start": 4010.25, "end": 4010.49, "word": " إشي", "probability": 0.857421875}, {"start": 4010.49, "end": 4010.67, "word": " على", "probability": 0.9208984375}, {"start": 4010.67, "end": 4010.95, "word": " Apple", "probability": 0.28466796875}, {"start": 4010.95, "end": 4011.25, "word": " ولا", "probability": 0.86962890625}, {"start": 4011.25, "end": 4011.65, "word": " أرفع", "probability": 0.97119140625}, {"start": 4011.65, "end": 4011.87, "word": " إشي", "probability": 0.9864908854166666}, {"start": 4011.87, "end": 4011.99, "word": " من", "probability": 0.994140625}, {"start": 4011.99, "end": 4012.23, "word": " Apple", "probability": 0.93505859375}, {"start": 4012.23, "end": 4012.51, "word": " يعني", "probability": 0.927001953125}, {"start": 4012.51, "end": 4012.69, "word": " هي", "probability": 0.7880859375}, {"start": 4012.69, "end": 4013.27, "word": " بتحسيها", "probability": 0.94033203125}, {"start": 4013.27, "end": 4013.91, "word": " مغلقة", "probability": 0.9234619140625}, {"start": 4013.91, "end": 4014.43, "word": " طبعا", "probability": 0.96875}, {"start": 4014.43, "end": 4014.61, "word": " ممكن", "probability": 0.6875}, {"start": 4014.61, "end": 4014.77, "word": " هي", "probability": 0.89599609375}, {"start": 4014.77, "end": 4015.31, "word": " بتخاف", "probability": 0.9462890625}, {"start": 4015.31, "end": 4015.45, "word": " من", "probability": 0.978515625}, {"start": 4015.45, "end": 4016.17, "word": " الفيروسات", "probability": 0.9442138671875}, {"start": 4016.17, "end": 4017.45, "word": " والتهديدات", "probability": 0.85615234375}, {"start": 4017.45, "end": 4018.05, "word": " فهي", "probability": 0.9685872395833334}, {"start": 4018.05, "end": 4018.43, "word": " ال", "probability": 0.53515625}, {"start": 4018.43, "end": 4018.93, "word": " security", "probability": 0.970703125}, {"start": 4018.93, "end": 4020.27, "word": " ومنتجاتها", "probability": 0.8495686848958334}, {"start": 4020.27, "end": 4020.49, "word": " طبعا", "probability": 0.992431640625}, {"start": 4020.49, "end": 4020.99, "word": " مرتفعة", "probability": 0.989501953125}, {"start": 4020.99, "end": 4021.31, "word": " السعر", "probability": 0.9895833333333334}, {"start": 4021.31, "end": 4021.59, "word": " كلنا", "probability": 0.902099609375}, {"start": 4021.59, "end": 4021.99, "word": " بنعرف", "probability": 0.9152018229166666}, {"start": 4021.99, "end": 4022.23, "word": " ال", "probability": 0.837890625}, {"start": 4022.23, "end": 4022.51, "word": " Apple", "probability": 0.80908203125}, {"start": 4022.51, "end": 4023.33, "word": " الجديد", "probability": 0.853515625}, {"start": 4023.33, "end": 4023.43, "word": " اللي", "probability": 0.897705078125}, {"start": 4023.43, "end": 4023.77, "word": " نزل", "probability": 0.9957682291666666}, {"start": 4023.77, "end": 4024.01, "word": " من", "probability": 0.49462890625}, {"start": 4024.01, "end": 4024.19, "word": " ..", "probability": 0.67626953125}, {"start": 4024.19, "end": 4024.63, "word": " قدش", "probability": 0.8426106770833334}, {"start": 4024.63, "end": 4024.95, "word": " حقه", "probability": 0.9939778645833334}, {"start": 4024.95, "end": 4025.23, "word": " كان", "probability": 0.9970703125}], "temperature": 1.0}, {"id": 159, "seek": 405566, "start": 4027.1, "end": 4055.66, "text": "هو أول ما بنزل، بنزل غالب، بعدها .. حتى بيضلوا محافظة فترة طويلة على سعره بعدين تدلخص شوية بالنسبة للتهديدات، طبعا في دايما تقليد، و هي بتخوف من التقليد، هلأ هي نزلت أخر إصدار ثلاث كاميرات، هواوي أظن نزل أربعة، ف .. فهلأ يعني أه، في .. في زيادة منافسة، في منافسة شديدة .. هو تزيد الشغلة، المستخدم تبقى رغباش أكتر يعني ليش أربع كاميرات؟ لحالي ..", "tokens": [3224, 2407, 5551, 12610, 19446, 44945, 11622, 1211, 12399, 44945, 11622, 1211, 32771, 6027, 3555, 12399, 39182, 11296, 4386, 11331, 49975, 4724, 1829, 11242, 1211, 14407, 3714, 5016, 31845, 19913, 3660, 6156, 2655, 25720, 23032, 2407, 26895, 3660, 15844, 8608, 3615, 2288, 3224, 39182, 9957, 6055, 3215, 1211, 9778, 9381, 13412, 2407, 10632, 20666, 1863, 35457, 3660, 24976, 47395, 16254, 3215, 9307, 12399, 23032, 3555, 3615, 995, 8978, 11778, 47302, 15042, 6055, 4587, 20292, 3215, 12399, 4032, 39896, 39894, 9778, 38688, 9154, 16712, 4587, 20292, 3215, 12399, 8032, 1211, 10721, 39896, 8717, 11622, 1211, 2655, 5551, 34740, 11933, 9381, 3215, 9640, 38637, 1211, 5718, 104, 9122, 10943, 13546, 9307, 12399, 8032, 14407, 45865, 5551, 19913, 1863, 8717, 11622, 1211, 5551, 25513, 27884, 12399, 6156, 4386, 6156, 3224, 1211, 10721, 37495, 22653, 5551, 3224, 12399, 8978, 4386, 8978, 30767, 1829, 18513, 3660, 3714, 8315, 36178, 3660, 12399, 8978, 3714, 8315, 36178, 3660, 13412, 16254, 41891, 4386, 31439, 6055, 11622, 25708, 25124, 17082, 37977, 12399, 9673, 14851, 9778, 40448, 6055, 3555, 4587, 7578, 12602, 17082, 3555, 33599, 5551, 4117, 2655, 2288, 37495, 22653, 32239, 8592, 5551, 25513, 3615, 9122, 10943, 13546, 9307, 22807, 5296, 5016, 6027, 1829, 4386], "avg_logprob": -0.2211294473730368, "compression_ratio": 1.9552715654952078, "no_speech_prob": 1.0728836059570312e-06, "words": [{"start": 4027.1, "end": 4027.46, "word": "هو", "probability": 0.79541015625}, {"start": 4027.46, "end": 4027.78, "word": " أول", "probability": 0.932861328125}, {"start": 4027.78, "end": 4027.9, "word": " ما", "probability": 0.9482421875}, {"start": 4027.9, "end": 4028.44, "word": " بنزل،", "probability": 0.8956298828125}, {"start": 4028.44, "end": 4028.8, "word": " بنزل", "probability": 0.95947265625}, {"start": 4028.8, "end": 4029.16, "word": " غالب،", "probability": 0.80047607421875}, {"start": 4029.16, "end": 4029.54, "word": " بعدها", "probability": 0.715576171875}, {"start": 4029.54, "end": 4030.24, "word": " ..", "probability": 0.260498046875}, {"start": 4030.24, "end": 4030.6, "word": " حتى", "probability": 0.733642578125}, {"start": 4030.6, "end": 4030.98, "word": " بيضلوا", "probability": 0.85986328125}, {"start": 4030.98, "end": 4031.44, "word": " محافظة", "probability": 0.9810546875}, {"start": 4031.44, "end": 4031.74, "word": " فترة", "probability": 0.9542643229166666}, {"start": 4031.74, "end": 4032.18, "word": " طويلة", "probability": 0.9549560546875}, {"start": 4032.18, "end": 4032.38, "word": " على", "probability": 0.9375}, {"start": 4032.38, "end": 4032.78, "word": " سعره", "probability": 0.9742431640625}, {"start": 4032.78, "end": 4033.18, "word": " بعدين", "probability": 0.367919921875}, {"start": 4033.18, "end": 4033.54, "word": " تدلخص", "probability": 0.6025390625}, {"start": 4033.54, "end": 4033.92, "word": " شوية", "probability": 0.8733723958333334}, {"start": 4033.92, "end": 4035.18, "word": " بالنسبة", "probability": 0.842041015625}, {"start": 4035.18, "end": 4036.32, "word": " للتهديدات،", "probability": 0.8826497395833334}, {"start": 4036.32, "end": 4036.68, "word": " طبعا", "probability": 0.9915771484375}, {"start": 4036.68, "end": 4036.8, "word": " في", "probability": 0.59375}, {"start": 4036.8, "end": 4037.1, "word": " دايما", "probability": 0.8982747395833334}, {"start": 4037.1, "end": 4038.2, "word": " تقليد،", "probability": 0.90869140625}, {"start": 4038.2, "end": 4038.26, "word": " و", "probability": 0.33740234375}, {"start": 4038.26, "end": 4038.32, "word": " هي", "probability": 0.8876953125}, {"start": 4038.32, "end": 4038.72, "word": " بتخوف", "probability": 0.9401041666666666}, {"start": 4038.72, "end": 4038.86, "word": " من", "probability": 0.99267578125}, {"start": 4038.86, "end": 4039.3, "word": " التقليد،", "probability": 0.9412109375}, {"start": 4039.3, "end": 4039.44, "word": " هلأ", "probability": 0.8388671875}, {"start": 4039.44, "end": 4039.58, "word": " هي", "probability": 0.611328125}, {"start": 4039.58, "end": 4040.0, "word": " نزلت", "probability": 0.9842529296875}, {"start": 4040.0, "end": 4040.22, "word": " أخر", "probability": 0.7384033203125}, {"start": 4040.22, "end": 4040.58, "word": " إصدار", "probability": 0.9541015625}, {"start": 4040.58, "end": 4040.86, "word": " ثلاث", "probability": 0.81829833984375}, {"start": 4040.86, "end": 4042.48, "word": " كاميرات،", "probability": 0.9017578125}, {"start": 4042.48, "end": 4042.84, "word": " هواوي", "probability": 0.8102213541666666}, {"start": 4042.84, "end": 4043.08, "word": " أظن", "probability": 0.9446614583333334}, {"start": 4043.08, "end": 4043.38, "word": " نزل", "probability": 0.9864908854166666}, {"start": 4043.38, "end": 4044.52, "word": " أربعة،", "probability": 0.8875732421875}, {"start": 4044.52, "end": 4044.68, "word": " ف", "probability": 0.96533203125}, {"start": 4044.68, "end": 4045.0, "word": " ..", "probability": 0.55126953125}, {"start": 4045.0, "end": 4045.88, "word": " فهلأ", "probability": 0.935546875}, {"start": 4045.88, "end": 4046.22, "word": " يعني", "probability": 0.969482421875}, {"start": 4046.22, "end": 4046.52, "word": " أه،", "probability": 0.7109375}, {"start": 4046.52, "end": 4046.64, "word": " في", "probability": 0.93212890625}, {"start": 4046.64, "end": 4046.76, "word": " ..", "probability": 0.58837890625}, {"start": 4046.76, "end": 4047.04, "word": " في", "probability": 0.9501953125}, {"start": 4047.04, "end": 4047.5, "word": " زيادة", "probability": 0.990234375}, {"start": 4047.5, "end": 4048.02, "word": " منافسة،", "probability": 0.92373046875}, {"start": 4048.02, "end": 4048.1, "word": " في", "probability": 0.96875}, {"start": 4048.1, "end": 4048.68, "word": " منافسة", "probability": 0.9583740234375}, {"start": 4048.68, "end": 4049.18, "word": " شديدة", "probability": 0.9718424479166666}, {"start": 4049.18, "end": 4049.18, "word": " ..", "probability": 0.262451171875}, {"start": 4049.18, "end": 4049.2, "word": " هو", "probability": 0.10528564453125}, {"start": 4049.2, "end": 4049.44, "word": " تزيد", "probability": 0.6042887369791666}, {"start": 4049.44, "end": 4050.58, "word": " الشغلة،", "probability": 0.767822265625}, {"start": 4050.58, "end": 4051.18, "word": " المستخدم", "probability": 0.76763916015625}, {"start": 4051.18, "end": 4051.4, "word": " تبقى", "probability": 0.6832275390625}, {"start": 4051.4, "end": 4051.78, "word": " رغباش", "probability": 0.66845703125}, {"start": 4051.78, "end": 4052.46, "word": " أكتر", "probability": 0.9893798828125}, {"start": 4052.46, "end": 4052.98, "word": " يعني", "probability": 0.7421875}, {"start": 4052.98, "end": 4053.3, "word": " ليش", "probability": 0.61572265625}, {"start": 4053.3, "end": 4053.58, "word": " أربع", "probability": 0.6912434895833334}, {"start": 4053.58, "end": 4054.28, "word": " كاميرات؟", "probability": 0.8391845703125}, {"start": 4054.28, "end": 4055.42, "word": " لحالي", "probability": 0.6788330078125}, {"start": 4055.42, "end": 4055.66, "word": " ..", "probability": 0.927734375}], "temperature": 1.0}, {"id": 160, "seek": 408229, "start": 4055.75, "end": 4082.29, "text": "بتعاد نظرة مبالغة اختراق السوق اختراق السوق هي معناها انه هي بتفتح في اكتر من مكان و اكتر من بلد اختراق السوق يعني اجتماع يعني التهديدات اللي تجيلي من الخارج مش مني انا فاختراق السوق معناها انه ممكن تيجي شركات زي هواوي زي سامسونج تدخل من السوق اللي من بسعة اقل فالناس يسووني و يروحوا اذا اختراق السوق بتجعلنا بسيط", "tokens": [3555, 2655, 3615, 18513, 8717, 19913, 25720, 3714, 3555, 6027, 17082, 3660, 1975, 46456, 23557, 4587, 21136, 30543, 1975, 46456, 23557, 4587, 21136, 30543, 39896, 20449, 8315, 11296, 16472, 3224, 39896, 39894, 5172, 2655, 5016, 8978, 1975, 4117, 2655, 2288, 9154, 3714, 41361, 4032, 1975, 4117, 2655, 2288, 9154, 4724, 1211, 3215, 1975, 46456, 23557, 4587, 21136, 30543, 37495, 22653, 1975, 7435, 2655, 15042, 3615, 37495, 22653, 16712, 3224, 16254, 3215, 9307, 13672, 1829, 6055, 7435, 1829, 20292, 9154, 33962, 9640, 7435, 37893, 9154, 1829, 1975, 8315, 6156, 47283, 2655, 23557, 4587, 21136, 30543, 20449, 8315, 11296, 16472, 3224, 3714, 43020, 6055, 1829, 7435, 1829, 13412, 31747, 9307, 30767, 1829, 8032, 14407, 45865, 30767, 1829, 8608, 10943, 3794, 11536, 7435, 6055, 3215, 9778, 1211, 9154, 21136, 30543, 13672, 1829, 9154, 4724, 3794, 27884, 1975, 4587, 1211, 6156, 6027, 8315, 3794, 7251, 3794, 2407, 11536, 1829, 4032, 7251, 32887, 5016, 14407, 1975, 15730, 1975, 46456, 23557, 4587, 21136, 30543, 39894, 7435, 30241, 8315, 4724, 3794, 1829, 9566], "avg_logprob": -0.21837574511231062, "compression_ratio": 2.3048780487804876, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 4055.75, "end": 4056.21, "word": "بتعاد", "probability": 0.51971435546875}, {"start": 4056.21, "end": 4056.61, "word": " نظرة", "probability": 0.8151041666666666}, {"start": 4056.61, "end": 4057.55, "word": " مبالغة", "probability": 0.84453125}, {"start": 4057.55, "end": 4058.71, "word": " اختراق", "probability": 0.9320068359375}, {"start": 4058.71, "end": 4059.15, "word": " السوق", "probability": 0.93212890625}, {"start": 4059.15, "end": 4060.51, "word": " اختراق", "probability": 0.8819580078125}, {"start": 4060.51, "end": 4060.81, "word": " السوق", "probability": 0.98828125}, {"start": 4060.81, "end": 4060.97, "word": " هي", "probability": 0.89111328125}, {"start": 4060.97, "end": 4061.43, "word": " معناها", "probability": 0.8961588541666666}, {"start": 4061.43, "end": 4061.69, "word": " انه", "probability": 0.582275390625}, {"start": 4061.69, "end": 4061.79, "word": " هي", "probability": 0.5966796875}, {"start": 4061.79, "end": 4062.35, "word": " بتفتح", "probability": 0.98583984375}, {"start": 4062.35, "end": 4062.67, "word": " في", "probability": 0.9619140625}, {"start": 4062.67, "end": 4063.61, "word": " اكتر", "probability": 0.8702392578125}, {"start": 4063.61, "end": 4063.91, "word": " من", "probability": 0.98681640625}, {"start": 4063.91, "end": 4064.33, "word": " مكان", "probability": 0.991943359375}, {"start": 4064.33, "end": 4064.53, "word": " و", "probability": 0.7158203125}, {"start": 4064.53, "end": 4064.83, "word": " اكتر", "probability": 0.965576171875}, {"start": 4064.83, "end": 4065.01, "word": " من", "probability": 0.99658203125}, {"start": 4065.01, "end": 4065.39, "word": " بلد", "probability": 0.99072265625}, {"start": 4065.39, "end": 4066.05, "word": " اختراق", "probability": 0.9805908203125}, {"start": 4066.05, "end": 4066.41, "word": " السوق", "probability": 0.99267578125}, {"start": 4066.41, "end": 4066.55, "word": " يعني", "probability": 0.5823974609375}, {"start": 4066.55, "end": 4066.93, "word": " اجتماع", "probability": 0.608251953125}, {"start": 4066.93, "end": 4067.19, "word": " يعني", "probability": 0.624267578125}, {"start": 4067.19, "end": 4068.53, "word": " التهديدات", "probability": 0.92978515625}, {"start": 4068.53, "end": 4068.63, "word": " اللي", "probability": 0.900634765625}, {"start": 4068.63, "end": 4068.87, "word": " تجيلي", "probability": 0.712646484375}, {"start": 4068.87, "end": 4068.97, "word": " من", "probability": 0.99169921875}, {"start": 4068.97, "end": 4069.59, "word": " الخارج", "probability": 0.9879557291666666}, {"start": 4069.59, "end": 4070.13, "word": " مش", "probability": 0.91552734375}, {"start": 4070.13, "end": 4070.39, "word": " مني", "probability": 0.5821533203125}, {"start": 4070.39, "end": 4070.65, "word": " انا", "probability": 0.865966796875}, {"start": 4070.65, "end": 4071.57, "word": " فاختراق", "probability": 0.9373046875}, {"start": 4071.57, "end": 4071.87, "word": " السوق", "probability": 0.991943359375}, {"start": 4071.87, "end": 4072.17, "word": " معناها", "probability": 0.8186848958333334}, {"start": 4072.17, "end": 4072.39, "word": " انه", "probability": 0.7958984375}, {"start": 4072.39, "end": 4072.59, "word": " ممكن", "probability": 0.966552734375}, {"start": 4072.59, "end": 4072.91, "word": " تيجي", "probability": 0.9681396484375}, {"start": 4072.91, "end": 4073.47, "word": " شركات", "probability": 0.9928385416666666}, {"start": 4073.47, "end": 4073.67, "word": " زي", "probability": 0.93310546875}, {"start": 4073.67, "end": 4074.15, "word": " هواوي", "probability": 0.85595703125}, {"start": 4074.15, "end": 4074.83, "word": " زي", "probability": 0.9580078125}, {"start": 4074.83, "end": 4076.03, "word": " سامسونج", "probability": 0.94638671875}, {"start": 4076.03, "end": 4076.75, "word": " تدخل", "probability": 0.9932861328125}, {"start": 4076.75, "end": 4076.89, "word": " من", "probability": 0.347900390625}, {"start": 4076.89, "end": 4077.29, "word": " السوق", "probability": 0.951904296875}, {"start": 4077.29, "end": 4077.45, "word": " اللي", "probability": 0.967041015625}, {"start": 4077.45, "end": 4077.57, "word": " من", "probability": 0.497802734375}, {"start": 4077.57, "end": 4077.91, "word": " بسعة", "probability": 0.5503743489583334}, {"start": 4077.91, "end": 4078.35, "word": " اقل", "probability": 0.86083984375}, {"start": 4078.35, "end": 4079.27, "word": " فالناس", "probability": 0.9576416015625}, {"start": 4079.27, "end": 4079.73, "word": " يسووني", "probability": 0.669970703125}, {"start": 4079.73, "end": 4079.83, "word": " و", "probability": 0.73095703125}, {"start": 4079.83, "end": 4080.43, "word": " يروحوا", "probability": 0.620513916015625}, {"start": 4080.43, "end": 4080.61, "word": " اذا", "probability": 0.6795654296875}, {"start": 4080.61, "end": 4081.05, "word": " اختراق", "probability": 0.98095703125}, {"start": 4081.05, "end": 4081.31, "word": " السوق", "probability": 0.991455078125}, {"start": 4081.31, "end": 4081.77, "word": " بتجعلنا", "probability": 0.668212890625}, {"start": 4081.77, "end": 4082.29, "word": " بسيط", "probability": 0.6337890625}], "temperature": 1.0}, {"id": 161, "seek": 411159, "start": 4082.69, "end": 4111.59, "text": "يعني أنا بتهيألي أنه في الصين مش كتير بيرغبوا بالقبل و في هواوي و في شاومي هلأ مش ممكنش هم القبل خدوا الوقت مش يعني من ناحية وطنية و اجتماع اه مش هم بالظبط في شركات صينية كتير شاومي اصلا اه مانا بحكي انه في هواوي في بدائل و فيها ميزاندل كويسي اه قبل فترة مرة قبل ست شهور أزمة بين شركة هواوي الصينية و شركة في كمان شركة أهل كلها دي صينية برضه نحن و أمريكا", "tokens": [40228, 22653, 41850, 39894, 3224, 1829, 10721, 20292, 14739, 3224, 8978, 31767, 9957, 37893, 9122, 2655, 13546, 4724, 13546, 17082, 3555, 14407, 20666, 4587, 36150, 4032, 8978, 8032, 14407, 45865, 4032, 8978, 13412, 995, 20498, 1829, 8032, 1211, 10721, 37893, 3714, 43020, 8592, 8032, 2304, 25062, 36150, 16490, 3215, 14407, 2423, 2407, 38149, 37893, 37495, 22653, 9154, 8717, 39319, 10632, 4032, 9566, 1863, 10632, 4032, 1975, 7435, 2655, 15042, 3615, 1975, 3224, 37893, 8032, 2304, 20666, 19913, 3555, 9566, 8978, 13412, 31747, 9307, 20328, 9957, 10632, 9122, 2655, 13546, 13412, 995, 20498, 1829, 1975, 9381, 15040, 1975, 3224, 3714, 7649, 995, 4724, 5016, 4117, 1829, 16472, 3224, 8978, 8032, 14407, 45865, 8978, 47525, 16373, 1211, 4032, 8978, 11296, 3714, 1829, 11622, 7649, 3215, 1211, 9122, 45865, 3794, 1829, 1975, 3224, 12174, 36150, 6156, 2655, 25720, 3714, 25720, 12174, 36150, 8608, 2655, 13412, 3224, 13063, 5551, 11622, 46007, 49374, 13412, 31747, 3660, 8032, 14407, 45865, 31767, 9957, 10632, 4032, 13412, 31747, 3660, 8978, 9122, 2304, 7649, 13412, 31747, 3660, 5551, 3224, 1211, 28242, 11296, 11778, 1829, 20328, 9957, 10632, 4724, 43042, 3224, 8717, 5016, 1863, 4032, 5551, 2304, 16572, 4117, 995], "avg_logprob": -0.2933573254740051, "compression_ratio": 2.23321554770318, "no_speech_prob": 0.0, "words": [{"start": 4082.69, "end": 4082.95, "word": "يعني", "probability": 0.962646484375}, {"start": 4082.95, "end": 4083.11, "word": " أنا", "probability": 0.78173828125}, {"start": 4083.11, "end": 4083.61, "word": " بتهيألي", "probability": 0.720947265625}, {"start": 4083.61, "end": 4083.83, "word": " أنه", "probability": 0.5836181640625}, {"start": 4083.83, "end": 4083.91, "word": " في", "probability": 0.8984375}, {"start": 4083.91, "end": 4084.35, "word": " الصين", "probability": 0.983154296875}, {"start": 4084.35, "end": 4085.11, "word": " مش", "probability": 0.95947265625}, {"start": 4085.11, "end": 4085.35, "word": " كتير", "probability": 0.9677734375}, {"start": 4085.35, "end": 4085.73, "word": " بيرغبوا", "probability": 0.798486328125}, {"start": 4085.73, "end": 4086.17, "word": " بالقبل", "probability": 0.8465169270833334}, {"start": 4086.17, "end": 4086.31, "word": " و", "probability": 0.93798828125}, {"start": 4086.31, "end": 4086.45, "word": " في", "probability": 0.68798828125}, {"start": 4086.45, "end": 4086.93, "word": " هواوي", "probability": 0.7332356770833334}, {"start": 4086.93, "end": 4087.03, "word": " و", "probability": 0.99267578125}, {"start": 4087.03, "end": 4087.17, "word": " في", "probability": 0.8876953125}, {"start": 4087.17, "end": 4087.63, "word": " شاومي", "probability": 0.80499267578125}, {"start": 4087.63, "end": 4087.99, "word": " هلأ", "probability": 0.8372395833333334}, {"start": 4087.99, "end": 4088.13, "word": " مش", "probability": 0.884765625}, {"start": 4088.13, "end": 4088.57, "word": " ممكنش", "probability": 0.6147867838541666}, {"start": 4088.57, "end": 4088.71, "word": " هم", "probability": 0.878173828125}, {"start": 4088.71, "end": 4089.35, "word": " القبل", "probability": 0.84521484375}, {"start": 4089.35, "end": 4089.59, "word": " خدوا", "probability": 0.6844075520833334}, {"start": 4089.59, "end": 4089.79, "word": " الوقت", "probability": 0.388671875}, {"start": 4089.79, "end": 4090.03, "word": " مش", "probability": 0.76904296875}, {"start": 4090.03, "end": 4090.47, "word": " يعني", "probability": 0.807373046875}, {"start": 4090.47, "end": 4090.81, "word": " من", "probability": 0.8076171875}, {"start": 4090.81, "end": 4091.01, "word": " ناحية", "probability": 0.9596354166666666}, {"start": 4091.01, "end": 4091.39, "word": " وطنية", "probability": 0.9359130859375}, {"start": 4091.39, "end": 4091.51, "word": " و", "probability": 0.91650390625}, {"start": 4091.51, "end": 4091.85, "word": " اجتماع", "probability": 0.7658203125}, {"start": 4091.85, "end": 4092.23, "word": " اه", "probability": 0.6058349609375}, {"start": 4092.23, "end": 4092.41, "word": " مش", "probability": 0.828125}, {"start": 4092.41, "end": 4092.67, "word": " هم", "probability": 0.86767578125}, {"start": 4092.67, "end": 4093.33, "word": " بالظبط", "probability": 0.79833984375}, {"start": 4093.33, "end": 4093.35, "word": " في", "probability": 0.1380615234375}, {"start": 4093.35, "end": 4093.81, "word": " شركات", "probability": 0.9524739583333334}, {"start": 4093.81, "end": 4094.17, "word": " صينية", "probability": 0.9265950520833334}, {"start": 4094.17, "end": 4094.55, "word": " كتير", "probability": 0.9547526041666666}, {"start": 4094.55, "end": 4095.39, "word": " شاومي", "probability": 0.8646240234375}, {"start": 4095.39, "end": 4095.73, "word": " اصلا", "probability": 0.6144205729166666}, {"start": 4095.73, "end": 4095.95, "word": " اه", "probability": 0.93994140625}, {"start": 4095.95, "end": 4096.17, "word": " مانا", "probability": 0.6227620442708334}, {"start": 4096.17, "end": 4096.47, "word": " بحكي", "probability": 0.9757080078125}, {"start": 4096.47, "end": 4096.69, "word": " انه", "probability": 0.694091796875}, {"start": 4096.69, "end": 4096.79, "word": " في", "probability": 0.9873046875}, {"start": 4096.79, "end": 4097.17, "word": " هواوي", "probability": 0.94189453125}, {"start": 4097.17, "end": 4097.31, "word": " في", "probability": 0.7880859375}, {"start": 4097.31, "end": 4097.91, "word": " بدائل", "probability": 0.93603515625}, {"start": 4097.91, "end": 4098.05, "word": " و", "probability": 0.61767578125}, {"start": 4098.05, "end": 4098.55, "word": " فيها", "probability": 0.916015625}, {"start": 4098.55, "end": 4099.33, "word": " ميزاندل", "probability": 0.491485595703125}, {"start": 4099.33, "end": 4099.63, "word": " كويسي", "probability": 0.6708984375}, {"start": 4099.63, "end": 4099.79, "word": " اه", "probability": 0.59014892578125}, {"start": 4099.79, "end": 4100.01, "word": " قبل", "probability": 0.7362060546875}, {"start": 4100.01, "end": 4100.37, "word": " فترة", "probability": 0.9773763020833334}, {"start": 4100.37, "end": 4100.67, "word": " مرة", "probability": 0.42919921875}, {"start": 4100.67, "end": 4102.67, "word": " قبل", "probability": 0.674072265625}, {"start": 4102.67, "end": 4103.05, "word": " ست", "probability": 0.8720703125}, {"start": 4103.05, "end": 4103.37, "word": " شهور", "probability": 0.9619140625}, {"start": 4103.37, "end": 4103.81, "word": " أزمة", "probability": 0.8013509114583334}, {"start": 4103.81, "end": 4104.05, "word": " بين", "probability": 0.93798828125}, {"start": 4104.05, "end": 4104.37, "word": " شركة", "probability": 0.99560546875}, {"start": 4104.37, "end": 4104.85, "word": " هواوي", "probability": 0.95166015625}, {"start": 4104.85, "end": 4105.63, "word": " الصينية", "probability": 0.9978841145833334}, {"start": 4105.63, "end": 4106.55, "word": " و", "probability": 0.9951171875}, {"start": 4106.55, "end": 4107.55, "word": " شركة", "probability": 0.94677734375}, {"start": 4107.55, "end": 4108.43, "word": " في", "probability": 0.11993408203125}, {"start": 4108.43, "end": 4108.63, "word": " كمان", "probability": 0.8079427083333334}, {"start": 4108.63, "end": 4108.87, "word": " شركة", "probability": 0.94775390625}, {"start": 4108.87, "end": 4109.07, "word": " أهل", "probability": 0.5418701171875}, {"start": 4109.07, "end": 4109.35, "word": " كلها", "probability": 0.982177734375}, {"start": 4109.35, "end": 4109.49, "word": " دي", "probability": 0.6690673828125}, {"start": 4109.49, "end": 4109.75, "word": " صينية", "probability": 0.9274088541666666}, {"start": 4109.75, "end": 4110.01, "word": " برضه", "probability": 0.9156901041666666}, {"start": 4110.01, "end": 4110.43, "word": " نحن", "probability": 0.6664225260416666}, {"start": 4110.43, "end": 4111.03, "word": " و", "probability": 0.9189453125}, {"start": 4111.03, "end": 4111.59, "word": " أمريكا", "probability": 0.97861328125}], "temperature": 1.0}, {"id": 162, "seek": 414032, "start": 4111.76, "end": 4140.32, "text": "أمريكا مانع الهواوي مانعهم و حاجة معاهم انه انفنصت تحكي جوالات هواوي صارت زي الألعاب البرودين مش مدخلش بس ع طول هم استدروا و هم .. ع طول حلوا .. حلوا المشكلة ع طول اعتمدوا على حاجة ماشي دعوة قضائية هذي برضه مصدر تهديت خارجي أكيد في أشياء يعني بتصير معاها قبل يعني لو واحد اتبع الهاتف مشاكل سلبي عصابته", "tokens": [10721, 2304, 16572, 4117, 995, 3714, 7649, 3615, 2423, 3224, 14407, 45865, 3714, 7649, 3615, 16095, 4032, 11331, 26108, 3660, 20449, 995, 16095, 16472, 3224, 16472, 5172, 1863, 9381, 2655, 6055, 5016, 4117, 1829, 10874, 2407, 6027, 9307, 8032, 14407, 45865, 20328, 9640, 2655, 30767, 1829, 16247, 1211, 3615, 16758, 2423, 26890, 23328, 9957, 37893, 3714, 3215, 9778, 1211, 8592, 4724, 3794, 6225, 23032, 12610, 8032, 2304, 44713, 3215, 2288, 14407, 4032, 8032, 2304, 4386, 6225, 23032, 12610, 11331, 1211, 14407, 4386, 11331, 1211, 14407, 9673, 8592, 28820, 3660, 6225, 23032, 12610, 1975, 34268, 2304, 3215, 14407, 15844, 11331, 26108, 3660, 3714, 33599, 1829, 11778, 3615, 2407, 3660, 12174, 11242, 16373, 10632, 8032, 8848, 1829, 4724, 43042, 3224, 3714, 9381, 3215, 2288, 6055, 3224, 16254, 2655, 16490, 9640, 7435, 1829, 5551, 4117, 25708, 8978, 5551, 8592, 1829, 16606, 37495, 22653, 39894, 9381, 13546, 20449, 995, 11296, 12174, 36150, 37495, 22653, 45164, 36764, 24401, 1975, 2655, 3555, 3615, 2423, 3224, 9307, 5172, 37893, 995, 28820, 8608, 1211, 21292, 6225, 9381, 16758, 47395], "avg_logprob": -0.3422965095486752, "compression_ratio": 1.9743589743589745, "no_speech_prob": 0.0, "words": [{"start": 4111.76, "end": 4112.24, "word": "أمريكا", "probability": 0.847021484375}, {"start": 4112.24, "end": 4113.46, "word": " مانع", "probability": 0.5631103515625}, {"start": 4113.46, "end": 4114.04, "word": " الهواوي", "probability": 0.764892578125}, {"start": 4114.04, "end": 4115.02, "word": " مانعهم", "probability": 0.6671600341796875}, {"start": 4115.02, "end": 4115.72, "word": " و", "probability": 0.80908203125}, {"start": 4115.72, "end": 4116.52, "word": " حاجة", "probability": 0.7911783854166666}, {"start": 4116.52, "end": 4116.82, "word": " معاهم", "probability": 0.690673828125}, {"start": 4116.82, "end": 4117.26, "word": " انه", "probability": 0.5506591796875}, {"start": 4117.26, "end": 4117.82, "word": " انفنصت", "probability": 0.646923828125}, {"start": 4117.82, "end": 4118.64, "word": " تحكي", "probability": 0.689453125}, {"start": 4118.64, "end": 4119.7, "word": " جوالات", "probability": 0.779296875}, {"start": 4119.7, "end": 4120.22, "word": " هواوي", "probability": 0.9091796875}, {"start": 4120.22, "end": 4120.5, "word": " صارت", "probability": 0.8209635416666666}, {"start": 4120.5, "end": 4120.68, "word": " زي", "probability": 0.974853515625}, {"start": 4120.68, "end": 4121.22, "word": " الألعاب", "probability": 0.99267578125}, {"start": 4121.22, "end": 4121.88, "word": " البرودين", "probability": 0.238067626953125}, {"start": 4121.88, "end": 4122.02, "word": " مش", "probability": 0.748046875}, {"start": 4122.02, "end": 4122.74, "word": " مدخلش", "probability": 0.697509765625}, {"start": 4122.74, "end": 4123.2, "word": " بس", "probability": 0.942138671875}, {"start": 4123.2, "end": 4123.32, "word": " ع", "probability": 0.409423828125}, {"start": 4123.32, "end": 4123.42, "word": " طول", "probability": 0.6337890625}, {"start": 4123.42, "end": 4123.62, "word": " هم", "probability": 0.86767578125}, {"start": 4123.62, "end": 4124.04, "word": " استدروا", "probability": 0.61749267578125}, {"start": 4124.04, "end": 4124.22, "word": " و", "probability": 0.392822265625}, {"start": 4124.22, "end": 4124.28, "word": " هم", "probability": 0.652587890625}, {"start": 4124.28, "end": 4124.36, "word": " ..", "probability": 0.2978515625}, {"start": 4124.36, "end": 4124.5, "word": " ع", "probability": 0.437255859375}, {"start": 4124.5, "end": 4124.6, "word": " طول", "probability": 0.975830078125}, {"start": 4124.6, "end": 4124.92, "word": " حلوا", "probability": 0.9493815104166666}, {"start": 4124.92, "end": 4125.1, "word": " ..", "probability": 0.54736328125}, {"start": 4125.1, "end": 4125.78, "word": " حلوا", "probability": 0.962890625}, {"start": 4125.78, "end": 4126.22, "word": " المشكلة", "probability": 0.9815673828125}, {"start": 4126.22, "end": 4126.36, "word": " ع", "probability": 0.78271484375}, {"start": 4126.36, "end": 4126.5, "word": " طول", "probability": 0.9609375}, {"start": 4126.5, "end": 4126.88, "word": " اعتمدوا", "probability": 0.93515625}, {"start": 4126.88, "end": 4127.02, "word": " على", "probability": 0.64599609375}, {"start": 4127.02, "end": 4127.8, "word": " حاجة", "probability": 0.7488606770833334}, {"start": 4127.8, "end": 4128.24, "word": " ماشي", "probability": 0.800048828125}, {"start": 4128.24, "end": 4130.42, "word": " دعوة", "probability": 0.75347900390625}, {"start": 4130.42, "end": 4131.1, "word": " قضائية", "probability": 0.9627685546875}, {"start": 4131.1, "end": 4131.7, "word": " هذي", "probability": 0.6502278645833334}, {"start": 4131.7, "end": 4132.06, "word": " برضه", "probability": 0.9910481770833334}, {"start": 4132.06, "end": 4132.5, "word": " مصدر", "probability": 0.996337890625}, {"start": 4132.5, "end": 4132.9, "word": " تهديت", "probability": 0.8555908203125}, {"start": 4132.9, "end": 4133.5, "word": " خارجي", "probability": 0.9808349609375}, {"start": 4133.5, "end": 4134.06, "word": " أكيد", "probability": 0.8668619791666666}, {"start": 4134.06, "end": 4134.72, "word": " في", "probability": 0.89794921875}, {"start": 4134.72, "end": 4135.16, "word": " أشياء", "probability": 0.9364013671875}, {"start": 4135.16, "end": 4135.44, "word": " يعني", "probability": 0.9541015625}, {"start": 4135.44, "end": 4136.1, "word": " بتصير", "probability": 0.6734212239583334}, {"start": 4136.1, "end": 4136.36, "word": " معاها", "probability": 0.7364908854166666}, {"start": 4136.36, "end": 4136.6, "word": " قبل", "probability": 0.981201171875}, {"start": 4136.6, "end": 4136.62, "word": " يعني", "probability": 0.49920654296875}, {"start": 4136.62, "end": 4136.82, "word": " لو", "probability": 0.91064453125}, {"start": 4136.82, "end": 4137.26, "word": " واحد", "probability": 0.952880859375}, {"start": 4137.26, "end": 4138.44, "word": " اتبع", "probability": 0.50128173828125}, {"start": 4138.44, "end": 4139.02, "word": " الهاتف", "probability": 0.6695556640625}, {"start": 4139.02, "end": 4139.5, "word": " مشاكل", "probability": 0.87744140625}, {"start": 4139.5, "end": 4139.98, "word": " سلبي", "probability": 0.857421875}, {"start": 4139.98, "end": 4140.32, "word": " عصابته", "probability": 0.48577880859375}], "temperature": 1.0}, {"id": 163, "seek": 416931, "start": 4141.71, "end": 4169.31, "text": "فشل إشي عاجب، فده كلها بتقدر عليهم إيش دعوة ‏- تدعوة من شركات منافسة ‏- أه بالنسبالي ‏- أن أنتم سرقتوا منها فترة شغل ‏- بالنسبالي الفرص فيه نمو العملاء المتنوثف ‏- بالنسبالي الفرص فيه نمو العملاء المتنوثف ‏- بالنسبالي الفرص فيه نمو العملاء المتنوثف ‏- بالنسبالي الفرص فيه نمو العملاء المتنوثف ‏- بالنسبالي الفرص فيه نمو العملاء المتنوثف ‏- بالنسبالي الفرص فيه نمو العملاء المتنوثف ‏-", "tokens": [5172, 8592, 1211, 11933, 8592, 1829, 6225, 26108, 3555, 12399, 6156, 3215, 3224, 28242, 11296, 39894, 28543, 2288, 25894, 16095, 11933, 1829, 8592, 11778, 3615, 2407, 3660, 1059, 237, 12, 6055, 3215, 3615, 2407, 3660, 9154, 13412, 31747, 9307, 3714, 8315, 36178, 3660, 1059, 237, 12, 5551, 3224, 20666, 1863, 35457, 6027, 1829, 1059, 237, 12, 14739, 14739, 39237, 8608, 2288, 38149, 14407, 9154, 11296, 6156, 2655, 25720, 13412, 17082, 1211, 1059, 237, 12, 20666, 1863, 35457, 6027, 1829, 27188, 2288, 9381, 8978, 3224, 8717, 2304, 2407, 18863, 42213, 16606, 9673, 2655, 1863, 2407, 12984, 5172, 1059, 237, 12, 20666, 1863, 35457, 6027, 1829, 27188, 2288, 9381, 8978, 3224, 8717, 2304, 2407, 18863, 42213, 16606, 9673, 2655, 1863, 2407, 12984, 5172, 1059, 237, 12, 20666, 1863, 35457, 6027, 1829, 27188, 2288, 9381, 8978, 3224, 8717, 2304, 2407, 18863, 42213, 16606, 9673, 2655, 1863, 2407, 12984, 5172, 1059, 237, 12, 20666, 1863, 35457, 6027, 1829, 27188, 2288, 9381, 8978, 3224, 8717, 2304, 2407, 18863, 42213, 16606, 9673, 2655, 1863, 2407, 12984, 5172, 1059, 237, 12, 20666, 1863, 35457, 6027, 1829, 27188, 2288, 9381, 8978, 3224, 8717, 2304, 2407, 18863, 42213, 16606, 9673, 2655, 1863, 2407, 12984, 5172, 1059, 237, 12, 20666, 1863, 35457, 6027, 1829, 27188, 2288, 9381, 8978, 3224, 8717, 2304, 2407, 18863, 42213, 16606, 9673, 2655, 1863, 2407, 12984, 5172, 1059, 237, 12], "avg_logprob": -0.22930555979410808, "compression_ratio": 3.867403314917127, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 4141.71, "end": 4142.23, "word": "فشل", "probability": 0.3925374348958333}, {"start": 4142.23, "end": 4142.85, "word": " إشي", "probability": 0.769775390625}, {"start": 4142.85, "end": 4143.45, "word": " عاجب،", "probability": 0.730194091796875}, {"start": 4143.45, "end": 4143.69, "word": " فده", "probability": 0.5027669270833334}, {"start": 4143.69, "end": 4143.97, "word": " كلها", "probability": 0.87744140625}, {"start": 4143.97, "end": 4144.39, "word": " بتقدر", "probability": 0.4794921875}, {"start": 4144.39, "end": 4144.67, "word": " عليهم", "probability": 0.753173828125}, {"start": 4144.67, "end": 4144.93, "word": " إيش", "probability": 0.8649088541666666}, {"start": 4144.93, "end": 4145.21, "word": " دعوة", "probability": 0.700286865234375}, {"start": 4145.21, "end": 4145.21, "word": " ‏", "probability": 0.495391845703125}, {"start": 4145.21, "end": 4145.21, "word": "-", "probability": 0.7158203125}, {"start": 4145.21, "end": 4146.03, "word": " تدعوة", "probability": 0.66875}, {"start": 4146.03, "end": 4146.17, "word": " من", "probability": 0.9423828125}, {"start": 4146.17, "end": 4146.59, "word": " شركات", "probability": 0.9015299479166666}, {"start": 4146.59, "end": 4147.13, "word": " منافسة", "probability": 0.8951416015625}, {"start": 4147.13, "end": 4147.33, "word": " ‏", "probability": 0.8603515625}, {"start": 4147.33, "end": 4147.33, "word": "-", "probability": 0.91357421875}, {"start": 4147.33, "end": 4147.33, "word": " أه", "probability": 0.73388671875}, {"start": 4147.33, "end": 4147.33, "word": " بالنسبالي", "probability": 0.6748046875}, {"start": 4147.33, "end": 4147.33, "word": " ‏", "probability": 0.849853515625}, {"start": 4147.33, "end": 4147.33, "word": "-", "probability": 0.9697265625}, {"start": 4147.33, "end": 4147.33, "word": " أن", "probability": 0.43017578125}, {"start": 4147.33, "end": 4147.73, "word": " أنتم", "probability": 0.4495849609375}, {"start": 4147.73, "end": 4148.25, "word": " سرقتوا", "probability": 0.8612060546875}, {"start": 4148.25, "end": 4148.59, "word": " منها", "probability": 0.738037109375}, {"start": 4148.59, "end": 4149.03, "word": " فترة", "probability": 0.3643595377604167}, {"start": 4149.03, "end": 4149.47, "word": " شغل", "probability": 0.7333984375}, {"start": 4149.47, "end": 4150.07, "word": " ‏", "probability": 0.6300048828125}, {"start": 4150.07, "end": 4150.11, "word": "-", "probability": 0.9765625}, {"start": 4150.11, "end": 4152.39, "word": " بالنسبالي", "probability": 0.86669921875}, {"start": 4152.39, "end": 4152.85, "word": " الفرص", "probability": 0.7803548177083334}, {"start": 4152.85, "end": 4153.03, "word": " فيه", "probability": 0.337890625}, {"start": 4153.03, "end": 4153.51, "word": " نمو", "probability": 0.8282063802083334}, {"start": 4153.51, "end": 4154.13, "word": " العملاء", "probability": 0.8582356770833334}, {"start": 4154.13, "end": 4154.79, "word": " المتنوثف", "probability": 0.6748453776041666}, {"start": 4154.79, "end": 4154.87, "word": " ‏", "probability": 0.875244140625}, {"start": 4154.87, "end": 4154.87, "word": "-", "probability": 0.86767578125}, {"start": 4154.87, "end": 4154.87, "word": " بالنسبالي", "probability": 0.9349609375}, {"start": 4154.87, "end": 4154.87, "word": " الفرص", "probability": 0.9295247395833334}, {"start": 4154.87, "end": 4154.87, "word": " فيه", "probability": 0.89990234375}, {"start": 4154.87, "end": 4154.87, "word": " نمو", "probability": 0.9420572916666666}, {"start": 4154.87, "end": 4154.87, "word": " العملاء", "probability": 0.9469401041666666}, {"start": 4154.87, "end": 4154.87, "word": " المتنوثف", "probability": 0.9947102864583334}, {"start": 4154.87, "end": 4154.91, "word": " ‏", "probability": 0.927734375}, {"start": 4154.91, "end": 4154.95, "word": "-", "probability": 0.9365234375}, {"start": 4154.95, "end": 4154.95, "word": " بالنسبالي", "probability": 0.872265625}, {"start": 4154.95, "end": 4154.95, "word": " الفرص", "probability": 0.970703125}, {"start": 4154.95, "end": 4154.95, "word": " فيه", "probability": 0.96142578125}, {"start": 4154.95, "end": 4154.95, "word": " نمو", "probability": 0.9895833333333334}, {"start": 4154.95, "end": 4154.95, "word": " العملاء", "probability": 0.96435546875}, {"start": 4154.95, "end": 4154.95, "word": " المتنوثف", "probability": 0.9961751302083334}, {"start": 4154.95, "end": 4154.95, "word": " ‏", "probability": 0.966796875}, {"start": 4154.95, "end": 4155.15, "word": "-", "probability": 0.95654296875}, {"start": 4155.15, "end": 4155.15, "word": " بالنسبالي", "probability": 0.82978515625}, {"start": 4155.15, "end": 4155.15, "word": " الفرص", "probability": 0.9788411458333334}, {"start": 4155.15, "end": 4155.15, "word": " فيه", "probability": 0.948974609375}, {"start": 4155.15, "end": 4155.15, "word": " نمو", "probability": 0.9915364583333334}, {"start": 4155.15, "end": 4155.15, "word": " العملاء", "probability": 0.970703125}, {"start": 4155.15, "end": 4155.15, "word": " المتنوثف", "probability": 0.9952799479166666}, {"start": 4155.15, "end": 4155.15, "word": " ‏", "probability": 0.990234375}, {"start": 4155.15, "end": 4155.15, "word": "-", "probability": 0.962890625}, {"start": 4155.15, "end": 4156.03, "word": " بالنسبالي", "probability": 0.842236328125}, {"start": 4156.03, "end": 4156.03, "word": " الفرص", "probability": 0.9822591145833334}, {"start": 4156.03, "end": 4156.03, "word": " فيه", "probability": 0.9658203125}, {"start": 4156.03, "end": 4156.03, "word": " نمو", "probability": 0.9930013020833334}, {"start": 4156.03, "end": 4156.17, "word": " العملاء", "probability": 0.9734700520833334}, {"start": 4156.17, "end": 4157.61, "word": " المتنوثف", "probability": 0.9917805989583334}, {"start": 4157.61, "end": 4157.61, "word": " ‏", "probability": 0.99462890625}, {"start": 4157.61, "end": 4157.89, "word": "-", "probability": 0.95751953125}, {"start": 4157.89, "end": 4159.37, "word": " بالنسبالي", "probability": 0.86630859375}, {"start": 4159.37, "end": 4164.75, "word": " الفرص", "probability": 0.9864908854166666}, {"start": 4164.75, "end": 4165.19, "word": " فيه", "probability": 0.976806640625}, {"start": 4165.19, "end": 4165.79, "word": " نمو", "probability": 0.9949544270833334}, {"start": 4165.79, "end": 4166.35, "word": " العملاء", "probability": 0.97705078125}, {"start": 4166.35, "end": 4167.67, "word": " المتنوثف", "probability": 0.986572265625}, {"start": 4167.67, "end": 4169.31, "word": " ‏", "probability": 0.99560546875}, {"start": 4169.31, "end": 4169.31, "word": "-", "probability": 0.9462890625}], "temperature": 1.0}, {"id": 164, "seek": 418513, "start": 4171.33, "end": 4185.13, "text": "حد عنده سؤال؟ حد عنده شغالة قابلته و هم حابين بس يوصلوا عليهم كل واحدة جوال قبله عشان نتوقف لغايتنا في المحاضرة اليوم عشان نسوي المد الأول من المصاد", "tokens": [5016, 3215, 43242, 3224, 8608, 33604, 6027, 22807, 11331, 3215, 43242, 3224, 13412, 17082, 6027, 3660, 12174, 16758, 1211, 47395, 4032, 8032, 2304, 11331, 16758, 9957, 4724, 3794, 7251, 2407, 36520, 14407, 25894, 16095, 28242, 36764, 24401, 3660, 10874, 2407, 6027, 12174, 36150, 3224, 6225, 8592, 7649, 8717, 2655, 30543, 5172, 5296, 17082, 995, 36081, 8315, 8978, 9673, 5016, 46958, 25720, 45595, 20498, 6225, 8592, 7649, 8717, 3794, 45865, 9673, 3215, 16247, 12610, 9154, 9673, 9381, 18513], "avg_logprob": -0.3475560798094823, "compression_ratio": 1.7179487179487178, "no_speech_prob": 2.9742717742919922e-05, "words": [{"start": 4171.33, "end": 4171.61, "word": "حد", "probability": 0.5933837890625}, {"start": 4171.61, "end": 4171.85, "word": " عنده", "probability": 0.987548828125}, {"start": 4171.85, "end": 4172.59, "word": " سؤال؟", "probability": 0.9659423828125}, {"start": 4172.59, "end": 4173.01, "word": " حد", "probability": 0.928955078125}, {"start": 4173.01, "end": 4173.29, "word": " عنده", "probability": 0.98046875}, {"start": 4173.29, "end": 4173.61, "word": " شغالة", "probability": 0.74462890625}, {"start": 4173.61, "end": 4174.05, "word": " قابلته", "probability": 0.67718505859375}, {"start": 4174.05, "end": 4174.17, "word": " و", "probability": 0.50244140625}, {"start": 4174.17, "end": 4174.21, "word": " هم", "probability": 0.56494140625}, {"start": 4174.21, "end": 4174.65, "word": " حابين", "probability": 0.5353190104166666}, {"start": 4174.65, "end": 4174.85, "word": " بس", "probability": 0.806396484375}, {"start": 4174.85, "end": 4175.17, "word": " يوصلوا", "probability": 0.7391357421875}, {"start": 4175.17, "end": 4175.37, "word": " عليهم", "probability": 0.92724609375}, {"start": 4175.37, "end": 4175.49, "word": " كل", "probability": 0.52001953125}, {"start": 4175.49, "end": 4175.65, "word": " واحدة", "probability": 0.9876302083333334}, {"start": 4175.65, "end": 4175.91, "word": " جوال", "probability": 0.71533203125}, {"start": 4175.91, "end": 4176.59, "word": " قبله", "probability": 0.71337890625}, {"start": 4176.59, "end": 4180.65, "word": " عشان", "probability": 0.5920003255208334}, {"start": 4180.65, "end": 4181.13, "word": " نتوقف", "probability": 0.7884521484375}, {"start": 4181.13, "end": 4181.75, "word": " لغايتنا", "probability": 0.7383544921875}, {"start": 4181.75, "end": 4182.05, "word": " في", "probability": 0.712890625}, {"start": 4182.05, "end": 4182.55, "word": " المحاضرة", "probability": 0.7919921875}, {"start": 4182.55, "end": 4182.83, "word": " اليوم", "probability": 0.84521484375}, {"start": 4182.83, "end": 4183.09, "word": " عشان", "probability": 0.9690755208333334}, {"start": 4183.09, "end": 4183.43, "word": " نسوي", "probability": 0.9318033854166666}, {"start": 4183.43, "end": 4183.69, "word": " المد", "probability": 0.6285400390625}, {"start": 4183.69, "end": 4184.11, "word": " الأول", "probability": 0.915771484375}, {"start": 4184.11, "end": 4184.39, "word": " من", "probability": 0.533203125}, {"start": 4184.39, "end": 4185.13, "word": " المصاد", "probability": 0.6404622395833334}], "temperature": 1.0}], "language": "ar", "language_probability": 1.0, "duration": 4189.4835625, "duration_after_vad": 4025.248124999986}
\ No newline at end of file
diff --git a/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/lAOQ66qzi1M.srt b/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/lAOQ66qzi1M.srt
new file mode 100644
index 0000000000000000000000000000000000000000..9963f6cde8bb9dfaafab9babc99aa103badfd942
--- /dev/null
+++ b/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/lAOQ66qzi1M.srt
@@ -0,0 +1,5278 @@
+1
+00:00:06,280 --> 00:00:08,580
+أعوذ بالله واسمه العليم من الشيطان الرجيم بسم الله
+
+2
+00:00:08,580 --> 00:00:11,100
+الرحمن الرحيم الحمد لله والصلاة والسلام على
+
+3
+00:00:11,100 --> 00:00:15,060
+المصطفى الأمين سيدنا محمد وعلى آله ومن ساره على
+
+4
+00:00:15,060 --> 00:00:17,000
+دار بيبي حسين اليوم، الدين في البداية السلام عليكم
+
+5
+00:00:17,000 --> 00:00:21,180
+ورحمة الله، كيف حالكم؟ كيف حال مسائكم اليوم؟ بعتذر
+
+6
+00:00:21,180 --> 00:00:26,700
+على التأخير لأن عندي عمل إداري، تأخرت فيه، المحاضرة
+
+7
+00:00:26,700 --> 00:00:29,200
+الماضية حكينا مع بعض عن مقدمة للإدارة، وقبل ما
+
+8
+00:00:29,200 --> 00:00:32,200
+نحكي عن مقدمة للإدارة، حكينا عن وصف المادة، وإيش
+
+9
+00:00:32,200 --> 00:00:34,420
+الخطة اللي هنمشي عليها، وبما أن أنتم وافقتوا
+
+10
+00:00:34,420 --> 00:00:37,560
+عليها، ومافيش كان أي تعديلات، هيتم تصويرها بشكل
+
+11
+00:00:37,560 --> 00:00:41,460
+ورقي،  Red Bull، طالب تاخد نسخة منها لحتى تتابع معانا
+
+12
+00:00:41,460 --> 00:00:46,240
+إن شاء الله في المساق، المحاضرة الماضية تعرفنا على
+
+13
+00:00:46,240 --> 00:00:52,220
+الإدارة، تعرفنا على أهميتها، شفنا كيف عالم الإدارة
+
+14
+00:00:53,390 --> 00:00:55,970
+اليوم هنبدأ مع بعض إن شاء الله في الفصل الثاني من
+
+15
+00:00:55,970 --> 00:00:59,490
+هذه المادة اللي هي الإدارة بين الماضي والحاضر،
+
+16
+00:00:59,490 --> 00:01:02,970
+يعني لمحة تاريخية عن كيف الإدارة تطورت في هذا
+
+17
+00:01:02,970 --> 00:01:03,890
+الزمن.
+
+18
+00:01:08,730 --> 00:01:12,830
+قبل ما نحكي عن تاريخ الإدارة، عندنا سؤال: هل
+
+19
+00:01:12,830 --> 00:01:18,670
+الإدارة علم أم فن؟ هل الإدارة علم أو فن؟ أم
+
+20
+00:01:18,670 --> 00:01:29,790
+الإثنين؟ أم لا؟ الإدارة هي فن تطبيق
+
+21
+00:01:29,790 --> 00:01:34,890
+العلم، كيف
+
+22
+00:01:34,890 --> 00:01:39,370
+فن تطبيق العلم؟ كلمة فن شو معناها يا أخوات؟ Skills
+
+23
+00:01:39,370 --> 00:01:44,990
+أو مهارة، وعلم شو معناه؟ License، اللي هي إيش؟
+
+24
+00:01:44,990 --> 00:01:47,890
+نظريات وقوانين
+
+25
+00:01:49,430 --> 00:01:53,010
+هل الإدارة فيها نظريات وقوانين؟ نعم، إذا هي علم، هل
+
+26
+00:01:53,010 --> 00:01:57,090
+الإدارة مهارة؟ يعني مهارات إدارية؟ نعم، إذا هي إيش؟
+
+27
+00:01:57,090 --> 00:02:01,890
+هي فن، إذا هل الإدارة علم أو فن؟ هي الإثنين، لكن كيف
+
+28
+00:02:01,890 --> 00:02:11,270
+ترتيبها؟ فن تطبيق إيش؟ العلم، ممكن نجيء تاجر لديه
+
+29
+00:02:11,270 --> 00:02:18,510
+خبرة لكن ليس لديه علم، طيب لو صار عنده علم بالإضافة
+
+30
+00:02:18,510 --> 00:02:22,890
+للخبرة، إيش ممكن يصير؟ أرباحه هتقل أم هتزيد؟
+
+31
+00:02:22,890 --> 00:02:27,170
+أرباحه هتزيد، وكمان هيتعرف على أساليب جديدة في عالم
+
+32
+00:02:27,170 --> 00:02:31,490
+الإدارة، الإدارة علم، شو معناها؟ قلنا هي اعتمادنا
+
+33
+00:02:31,490 --> 00:02:34,050
+على الأسلوب العلمي، إيش الأسلوب العلمي؟ اللي هو
+
+34
+00:02:34,050 --> 00:02:38,350
+المبادئ، والقواعد، والنظريات، والمدارس، اللي زي زي أي علم
+
+35
+00:02:38,350 --> 00:02:42,050
+في العالم، طبعا الأسلوب العلمي اللي هو الأسلوب
+
+36
+00:02:42,050 --> 00:02:46,490
+الإحصائي، والرياضيات، في حال إيش؟ المشاكل، الأسلوب
+
+37
+00:02:49,730 --> 00:02:54,370
+الكمي في حال إيش؟ المشاكل، لكن العلم بشكل عام هو
+
+38
+00:02:54,370 --> 00:02:58,250
+المبادئ، والقواعد، والمدارس، والنظريات اللي موجودة في
+
+39
+00:02:58,250 --> 00:03:04,590
+علم الإدارة، لهيك سميناها إيش؟ سميناها علم، لسه نقول
+
+40
+00:03:04,590 --> 00:03:10,150
+حكينا، ما هو الفن؟ الفن اللي هو خبرة، مهارة، ذكاء
+
+41
+00:03:10,150 --> 00:03:13,750
+في العمل، إيش؟ الإدارة، ممكن عندك في البيت تلاقي فيه
+
+42
+00:03:13,750 --> 00:03:20,060
+طفل منظم، لوحده كل حاجة بيحطها مكانها، ماشي، ودايما
+
+43
+00:03:20,060 --> 00:03:25,140
+نظيف، مرتب، هذا بيكون عنده إدارة بالفطرة، واضح؟
+
+44
+00:03:25,140 --> 00:03:30,960
+أخوه عكسه، فوضوي، مخربش، بيشوت وين ما إجى، هذا ما
+
+45
+00:03:30,960 --> 00:03:35,140
+عندوش، الحمد لله، إذا الإدارة هي الخبرة، والمهارة، و
+
+46
+00:03:35,140 --> 00:03:40,420
+الذكاء في إيش؟ في التعامل، إذا الإدارة كعلم إلها
+
+47
+00:03:40,420 --> 00:03:45,580
+نظريات، وتطبيقات، وإلها قوانين زي باقي العلوم، فن
+
+48
+00:03:45,580 --> 00:03:48,540
+معناها المهارة، والخبرة، والتجارب اللي ممكن أنك
+
+49
+00:03:48,540 --> 00:03:53,360
+تكتسبها من إيش؟ من الحياة، إذا النتيجة النهائية
+
+50
+00:03:53,360 --> 00:04:02,230
+الإدارة هي فن، وإيش؟ وعلم معاها، فن وعلم، معاها التاجر
+
+51
+00:04:02,230 --> 00:04:05,370
+هذا حاكي إنه عنده خبرة، لو أكسب الخبرة بالعلم
+
+52
+00:04:05,370 --> 00:04:09,150
+أرباحه هتتضاعف، هيسمع عن أساليب جديدة ما أخذتش عنها
+
+53
+00:04:09,150 --> 00:04:13,910
+بالي، واضح؟ إذن الإدارة هي عبارة عن فن تطبيق إيش؟
+
+54
+00:04:13,910 --> 00:04:21,110
+فن تطبيق العلم، إذا مرة ثانية، الأخت سميرة تفضلي، هل
+
+55
+00:04:21,110 --> 00:04:27,470
+الإدارة فن أم علم، أم هذا ولا هذا؟ تفضلي، اشرحي
+
+56
+00:04:27,470 --> 00:04:33,560
+إنها، لو سمحت، الإدارة، للعلم نظريات، وتفسيرات زي أي
+
+57
+00:04:33,560 --> 00:04:36,760
+علم في العالم، أيوة موجود، والفن عبارة عن خبرات
+
+58
+00:04:36,760 --> 00:04:42,340
+وتجارب، ومحاولات، ممتاز، طيب هي فيها إثنين أم واحد؟
+
+59
+00:04:42,340 --> 00:04:50,100
+موجودة إثنين، هي حاصل جمع الفن زائد إيش؟ زائد العلم، ال
+
+60
+00:04:50,100 --> 00:04:53,080
+chapter هذا كان عنوانه الإدارة بين الحاضر والماضي
+
+61
+00:04:53,080 --> 00:04:56,520
+اللي هو تاريخ إيش؟ الإدارة، الإدارة إلها مدارس أو
+
+62
+00:04:56,520 --> 00:05:06,140
+مداخل، أو مداخل، ماشي نفس الشيء، تاريخ، اتجاهات، كلها
+
+63
+00:05:06,140 --> 00:05:12,280
+نفس الكلمة، عندنا الكلاسيكية، قديمة هذه، والسلوكية، و
+
+64
+00:05:12,280 --> 00:05:17,900
+الكمية، لمدارس الحديثة، والوضع الحالي الآن، المدرسة
+
+65
+00:05:17,900 --> 00:05:26,900
+الكلاسيكية، من اسمها يا أخوات، تركز على الإنتاج، و
+
+66
+00:05:26,900 --> 00:05:27,900
+الأرباح فقط
+
+67
+00:05:31,320 --> 00:05:35,540
+لما المدرسة تركز على الإنتاج والأرباح، أهملت عنصر
+
+68
+00:05:35,540 --> 00:05:44,140
+مهم، إيش هو؟ ممتازة، شكرا لك، مع إهمال الإنسان،
+
+69
+00:05:44,140 --> 00:05:48,940
+إذا بس اسمع مدرسة كلاسيكية أو علمية، نفس الشيء، مش
+
+70
+00:05:48,940 --> 00:05:55,780
+عملية، علمية، هذه المدرسة ركزت على الإنتاج وسبب
+
+71
+00:05:55,780 --> 00:06:01,050
+الربح، طيب الإنسان أهملته، الإنسان أهملته
+
+72
+00:06:01,050 --> 00:06:08,110
+المدرسة السلوكية، العكس، ركزت على الإنسان، إذا هذه جاءت
+
+73
+00:06:08,110 --> 00:06:13,530
+علاج لهذه، المدرسة السلوكية، علجت إيش الخلل اللي في
+
+74
+00:06:13,530 --> 00:06:20,910
+الـclassic، المدرسة الكمية، من اسمها، المعادلات طبعا
+
+75
+00:06:20,910 --> 00:06:27,220
+المعادلات الرياضية، لحل المشاكل، المدرسة الكمية الـ
+
+76
+00:06:27,220 --> 00:06:31,160
+Quantity School، عبارة عن كيف أحل المشكلة عن طريق
+
+77
+00:06:31,160 --> 00:06:38,720
+معادلات، المدارس الحديثة التي ظهرت في العصر الحالي
+
+78
+00:06:38,720 --> 00:06:44,420
+أو القرن الحالي، طبعا هي مش واضحة، هي المدخل النظم
+
+79
+00:06:44,420 --> 00:06:49,940
+والموقف، اللي هي أنظمة، النظم الـ system، والموقف
+
+80
+00:06:49,940 --> 00:06:55,900
+أتصرف حسب الموقف، بعد كده اتجاهات حديثة، يعني
+
+81
+00:06:55,900 --> 00:06:59,180
+الشغلات لازم نعرفها، إذا أول مدرسة ظهرت في علم
+
+82
+00:06:59,180 --> 00:07:05,260
+الإدارة، مدرسة، المدرسة السلوكية، عفوا المدرسة
+
+83
+00:07:05,260 --> 00:07:09,720
+الكلاسيكية، هذه المدرسة أهملت الإنسان، وهذا أدى لوجود
+
+84
+00:07:09,720 --> 00:07:13,920
+خلال فيها إيش؟ أنواعها؟ فيها منها الإدارة
+
+85
+00:07:13,920 --> 00:07:20,580
+العلمية اللي هي Taylor وأتباعه، سواء كان
+
+86
+00:07:20,580 --> 00:07:23,800
+Frederick Taylor أو Taylor، نفس الشخص
+
+87
+00:07:25,820 --> 00:07:28,980
+المدرسة الثانية في المدرسة الكلاسيكية، مدرسة Vail
+
+88
+00:07:28,980 --> 00:07:35,280
+Henry Vail، مهندس فرنسي، البيروقراطية، هذه لها علاقة
+
+89
+00:07:35,280 --> 00:07:40,440
+بالعلم النفسي، Max Weber، الأشخاص
+
+90
+00:07:40,440 --> 00:07:42,880
+هذولا ومعهم ناس ثانين هم اللي أسسوا المدرسة اللي
+
+91
+00:07:42,880 --> 00:07:47,080
+هي التقليدية، كلاسيكية، ليست تقليدية لأنها أهملت
+
+92
+00:07:47,080 --> 00:07:53,430
+عنصر الإنسان، بعد كده عندنا المدارس السلوكية، والكمية
+
+93
+00:07:53,430 --> 00:07:57,050
+والمدارس الحديثة، تعالوا على السريع نلقي نظرة عليهم
+
+94
+00:07:57,050 --> 00:08:02,450
+نشوف، طبعا طبعا حكينا أن هذه اسمها مدارس أو مداخل
+
+95
+00:08:02,450 --> 00:08:08,550
+أو اتجاهات، كلها لها نفس المصطلح، شو معنى مدرسة أو
+
+96
+00:08:08,550 --> 00:08:12,230
+مدخل؟ معناها أن أنا وإياكم متفقين على حاجة واحدة
+
+97
+00:08:12,230 --> 00:08:16,670
+كيف؟ لما قلنا مدرسة سلوكية، معناها أنا وإياك ولو
+
+98
+00:08:16,670 --> 00:08:21,720
+كنا سلوكيين، معناها أن نهتم بالإنسان، طيب لو أنا
+
+99
+00:08:21,720 --> 00:08:24,780
+وأنا معاكم Classical، نهتم بالإنتاج والأرباح ونهمل
+
+100
+00:08:24,780 --> 00:08:29,160
+الإنسان، طيب لو أنا وأنا معاكم مدارس كمية، معناها
+
+101
+00:08:29,160 --> 00:08:32,320
+هنحل مشاكلنا بالمعادلات الرياضية، إذا ما المقصود
+
+102
+00:08:32,320 --> 00:08:36,320
+بالمدرسة أو مدخل؟ مجموعة من الباحثين، والعلماء، و
+
+103
+00:08:36,320 --> 00:08:40,840
+الكتاب فسروا الشغل بنفس الفكرة، عشان نكتشف معانيهم
+
+104
+00:08:40,840 --> 00:08:45,000
+سوا، إذا اللي أهمل الإنسان Classic، بدل أنك مقتنع أن
+
+105
+00:08:45,000 --> 00:08:47,440
+الإنسان ما له أي دور في الأرباح أو الإنتاج، خلاص
+
+106
+00:08:47,440 --> 00:08:52,560
+أنت Classic، أنت مهتمة وشايفة أن الإنسان أهم، وأنت
+
+107
+00:08:52,560 --> 00:08:57,180
+سلوكية، وهكذا، واضح؟
+
+108
+00:08:57,180 --> 00:09:00,200
+حكاية
+
+109
+00:09:00,200 --> 00:09:04,280
+نهار، عطولنا عجبتناش متشابهة حسب قناعتك أنت واللي
+
+110
+00:09:04,280 --> 00:09:09,880
+معاكي هتجاوبي، قلنا المدرسة الكلاسيكية أول ناس
+
+111
+00:09:09,880 --> 00:09:14,960
+المدرسة
+
+112
+00:09:14,960 --> 00:09:20,760
+الكلاسيكية، من اسمها مدرسة تقليدية، مين أصحابها؟ زي
+
+113
+00:09:20,760 --> 00:09:26,820
+ما قلنا، عشان مش واضح، Frederick Taylor و Frank و
+
+114
+00:09:26,820 --> 00:09:30,580
+Lillian Gilbreth، هدول إثنين، مزوجين، Frank وزوجته
+
+115
+00:09:30,580 --> 00:09:38,140
+Lillian Gilbreth، هدول الإثنين مع Taylor، يؤمنون بأن
+
+116
+00:09:38,140 --> 00:09:44,360
+الإنتاج هو سبب الأرباح، الإنسان قالوا، إذا المدرسة
+
+117
+00:09:44,360 --> 00:09:51,600
+الكلاسيكية، أو Taylor نظر للإنسان كآلة، مين يفسر لنا
+
+118
+00:09:51,600 --> 00:09:57,700
+هذه النقطة؟ حلوة أم لا؟ وإيش رأيه؟ مش حلوة
+
+119
+00:09:57,700 --> 00:10:02,480
+تفضلي، عنده مشاعر،
+
+120
+00:10:02,480 --> 00:10:08,370
+عنده طاقة، عنده ظروف، أم لا؟ طبعا Taylor أهمل
+
+121
+00:10:08,370 --> 00:10:11,570
+الكلام ده كله، أنت عندك شغل من ثمانية لثلاثة، ممنوع
+
+122
+00:10:11,570 --> 00:10:15,270
+تحكي أي، ممنوع تحكي أريد أصلي، ممنوع تحكي أريد أشرب
+
+123
+00:10:15,270 --> 00:10:20,570
+ماء، إذا أنا هيجرتك من احتياجاتك كإنسان، ماشي؟
+
+124
+00:10:20,570 --> 00:10:24,190
+فاتعاملت معاك كآلة، بالظبط لما أنت مثلا مشغل الـ
+
+125
+00:10:24,190 --> 00:10:27,590
+laptop في البيت، لو ده شغال 24 ساعة، بقولش أي، ماشي؟
+
+126
+00:10:27,590 --> 00:10:34,170
+لكن الإنسان مخلوق ثاني، إذن Taylor و Gilbreth كانوا
+
+127
+00:10:34,170 --> 00:10:38,790
+كلهم هدفهم من أساس الأرباح، والإيش؟ والإنتاج، إيه
+
+128
+00:10:38,790 --> 00:10:44,250
+Fayol ومعاه Bernard، يحكوا لنا عن العمليات الإدارية
+
+129
+00:10:44,250 --> 00:10:49,470
+اللي هي وظائف الإدارة، إيش
+
+130
+00:10:49,470 --> 00:10:54,210
+وظائف الإدارة؟ تخطيط، تنظيم، توجيه، رقابة، إذن هدول
+
+131
+00:10:54,210 --> 00:10:59,610
+ركزوا لنا على وظائف الإدارة، وخدي بالك برضه ما حكوش
+
+132
+00:10:59,610 --> 00:11:03,320
+على الإنسان،  Max Weber هذا هنا أنا مش عارفة إيش، مش واضح
+
+133
+00:11:03,320 --> 00:11:12,400
+اللي هو مدارس البيروقراطية، Max Weber، لما
+
+134
+00:11:12,400 --> 00:11:18,160
+نقول فلانة، أبصر مين؟ شخصية بيروقراطية، إيش بيجي على
+
+135
+00:11:18,160 --> 00:11:25,880
+بالك؟ تقليدية، إيش يعني؟ إنه الأعمال روتينية، أيوة
+
+136
+00:11:25,880 --> 00:11:31,120
+ممتاز، البيروقراطية هي الـroutine يعني، مثلا أنا
+
+137
+00:11:31,120 --> 00:11:36,640
+جايبه معاملة وناس يالختم بيمشوهاش، لازم تنختم، طيب
+
+138
+00:11:36,640 --> 00:11:40,000
+من غير ختم، لأ، لازم تنختم، هذا اسمه بيروقراطية، اللي
+
+139
+00:11:40,000 --> 00:11:43,620
+هي أعمال المكتب، الالتزام بالقوانين، دون أي إيش؟ دون
+
+140
+00:11:43,620 --> 00:11:49,540
+أي مرونة، الإدارة
+
+141
+00:11:49,540 --> 00:11:54,740
+العلمية، كاتب كلامها منيح، نشوف إيش كاتب، تفضلي، هنا
+
+142
+00:11:54,740 --> 00:11:56,700
+هنا موجودة، تفضلي، هنا
+
+143
+00:12:03,230 --> 00:12:08,050
+أنت مختارك صح، ومن دربك صح، ماشي، ومهتم فيكي مش
+
+144
+00:12:08,050 --> 00:12:14,410
+عشان سواد عينيكي، عشان أنت بتنتجي، ومن تام
+
+145
+00:12:14,410 --> 00:12:17,990
+أرباح، طيب
+
+146
+00:12:17,990 --> 00:12:20,510
+أفضل، أنا مش هأدرب على الموضوع ده، ممنوع تبدي رأيك
+
+147
+00:12:20,510 --> 00:12:23,450
+ممنوع، علشان تبدي رأيك، لأن إحنا متعاملين معاك كآلة،
+
+148
+00:12:23,450 --> 00:12:26,910
+الآلة ما لهاش رأي، إذا هنا لما ركزوا على اختيار
+
+149
+00:12:26,910 --> 00:12:30,470
+وتدريب الموظفين، مش عشان خاطر الموظفين ولا عشان
+
+150
+00:12:30,470 --> 00:12:34,110
+خاطر تطويرهم، لأ، عشان خاطر الهدف النهائي، الـmass اللي
+
+151
+00:12:34,110 --> 00:12:39,650
+هو إيش؟ الأرباح، عشان هدف الأرباح، أعيدها أنت معايا
+
+152
+00:12:39,650 --> 00:12:45,170
+ولا بأحكي بسرعة؟ ممكن أهدي السرعة شوية، نشوف
+
+153
+00:12:45,170 --> 00:12:51,510
+Taylor إيش حكى لنا؟ ما هي اسمها time and motion study، كل وظيفة
+
+154
+00:12:51,510 --> 00:12:57,190
+لازم نعمل لها دراسة الحركة والوقت، time and motion، إيش
+
+155
+00:12:57,190 --> 00:13:00,650
+معناه؟ حركة ووقت، معناها مثلا لو القلم هذا حاطينه
+
+156
+00:13:00,650 --> 00:13:07,010
+هنا، هاي القلم، ماشي، وأنا واقفة هنا، لو بدك تبقى
+
+157
+00:13:07,010 --> 00:13:12,730
+الكلام صحيح، هأمشي، إذا هذا مجهود، وطاقة، ووقت، أجد
+
+158
+00:13:12,730 --> 00:13:18,690
+إيش؟ شايف أن القلم يكون في أقرب مسافة إلي، هنا مثلا
+
+159
+00:13:18,690 --> 00:13:27,170
+أنت عايزة تعملي اليوم عزمتيني على مجلوبة، ماشي، روحتي
+
+160
+00:13:27,170 --> 00:13:29,830
+على التلاجة، جيبتي البطاطا، البطاطا مش في التلاجة، و
+
+161
+00:13:29,830 --> 00:13:34,650
+أين بنحطها؟ برا التلاجة، ماشي، جيبت البطاطا، حطيتيها
+
+162
+00:13:34,650 --> 00:13:38,710
+بعد شوية، روحت، مشيتي في المطبخ مشوار، جيبتي الملح،
+
+163
+00:13:38,710 --> 00:13:43,690
+بعد شوية، رجعتي، مشوار، جيبتي إيش؟ الباذنجان، وهكذا
+
+164
+00:13:43,690 --> 00:13:49,510
+تضيع وقت وجهد، ده اسمه طبعا، الحل، حطيه كله مساوي قدامك
+
+165
+00:13:49,510 --> 00:13:52,670
+واشتغلي، ما تأخذي هذا حاجاتي، هذا المقصود بالحركة، و
+
+166
+00:13:52,670 --> 00:13:56,690
+إيش؟ والوقت، زي ما أنت شايفة، مثلا، هاي الـglam، هاي الـ
+
+167
+00:13:56,690 --> 00:14:01,040
+laptop، هاي الماء، الحاجات الضرورية كلها أمامك، مش
+
+168
+00:14:01,040 --> 00:14:06,100
+تحطيها هنا، هنا هتأخذ مني إيش؟ مجهود، إذا ندرس
+
+169
+00:14:06,100
+
+223
+00:18:25,630 --> 00:18:29,830
+كل المتطلبات أمامك، أنتِ اشتغلي، هذا اسمه يعني الحركة
+
+224
+00:18:29,830 --> 00:18:37,430
+وإن لما يكون الحركة وإن هي عمل بسيط ونستطيع أن نحكم
+
+225
+00:18:37,430 --> 00:18:42,490
+أدائكِ، مثلًا الشغلة بدها دقيقة أو اثنتين في الإنتاج
+
+226
+00:18:42,490 --> 00:18:45,750
+لما يكون كل شيء أمامكِ، لكي لا تضيعي رايحة جاية
+
+227
+00:18:45,750 --> 00:18:47,590
+سناخد وقتًا طويلًا
+
+228
+00:18:51,330 --> 00:18:58,150
+بعد كده إجَانا العالم فايول، هذا فرنسي، حكى عن العمليات
+
+229
+00:18:58,150 --> 00:19:00,750
+… خذي بالكِ، العمليات الإدارية هي نفس وظائف الإدارة
+
+230
+00:19:00,750 --> 00:19:04,990
+إيش وظائف الإدارة؟ حكيناها المرة الماضية، تخطيط
+
+231
+00:19:04,990 --> 00:19:12,790
+تنظيم، هم نفسهم، ماشي، نشوف هنا، نوقف
+
+232
+00:19:12,790 --> 00:19:20,720
+هنا نحكي شغلة تايلور، أبو الإدارة العلمية، خذي بالكِ
+
+233
+00:19:20,720 --> 00:19:25,240
+من ناحية الحقيقة، مقدمة ابن خلدون حكت عن إدارة جابري
+
+234
+00:19:25,240 --> 00:19:29,580
+تايلور بسنوات طويلة، ماشي، وجابري ابن خلدون، القرآن
+
+235
+00:19:29,580 --> 00:19:32,080
+الكريم، ورد فيه ذكر مصطلح إدارة، رغم أنه ما كانش
+
+236
+00:19:32,080 --> 00:19:35,940
+مشهور في ذاك العصر، لو رجعتي لآية الدين، أطول آية
+
+237
+00:19:35,940 --> 00:19:41,980
+في القرآن، في سورة البقرة، تجارة يديرونها، كلمة إدارة
+
+238
+00:19:41,980 --> 00:19:47,830
+اشتقاق لإدارة، ماشي، Taylor كان… لما كان صغير كان
+
+239
+00:19:47,830 --> 00:19:51,170
+على أساس أنه يشتغل في مجال، يكبر ويخلص توجيهي و
+
+240
+00:19:51,170 --> 00:19:55,310
+يدرس طب ويصير دكتورًا، هون Taylor  اتعرض لمرض في
+
+241
+00:19:55,310 --> 00:19:57,890
+عينيه، فاللي عنده مشكلة في عينيه أو في النظر بيقدرش
+
+242
+00:19:57,890 --> 00:20:03,770
+يدرس طب، فاشتغل عاملًا بسيطًا في مصنع، ما كانش Taylor عاملًا
+
+243
+00:20:03,770 --> 00:20:06,470
+بسيطًا، كان… Taylor لما يقعد بين زملاء ويسمعهم، مش
+
+244
+00:20:06,470 --> 00:20:11,930
+بيحكوا، فكان بيلاقي العمال بيتأمر، مثلًا كيف بيتأمر؟
+
+245
+00:20:11,930 --> 00:20:16,190
+هو هذا اللي خلاله نادرة مادية، مثلًا زميلتنا اليوم
+
+246
+00:20:16,190 --> 00:20:19,850
+هنا تعبانة، ماشي، زي ما تروح، راح نظام الأجر
+
+247
+00:20:19,850 --> 00:20:25,130
+بالقطع، هنا تعبانة فأدائها هيقل، فبتأخد أجرًا أقل،
+
+248
+00:20:25,130 --> 00:20:29,350
+فبروح إحنا بنتأمر معاها وكلنا بننزل أدائنا اليوم،
+
+249
+00:20:29,350 --> 00:20:32,710
+ماشي، هو كان كشفهم، لهذه كانوا يحكوها في موعد
+
+250
+00:20:32,710 --> 00:20:37,050
+الغداء، يعني بتوشوشوا، هي تعبانة، يلا زيها، فـTaylor
+
+251
+00:20:37,050 --> 00:20:39,930
+ما كانش عاجبه، ليش؟ لأن كانت Taylor نظرته مادية، لما
+
+252
+00:20:39,930 --> 00:20:42,510
+إحنا أدائنا لكلنا اليوم يقل، معناه ما بنربحش، معناه
+
+253
+00:20:42,510 --> 00:20:46,690
+الإنتاج هيقل والأرباح هتقل، فمن هنا بدأ هو يكتب عن
+
+254
+00:20:46,690 --> 00:20:52,770
+إيش؟ عن المدرسة العلمية، زميله في نفس المدرسة فايول
+
+255
+00:20:52,770 --> 00:20:57,210
+فايول كان العكس، خذي بالكِ، لما قلنا Taylor كان عاملًا
+
+256
+00:20:57,210 --> 00:20:59,710
+معناه Taylor بدأ من الإدارة الدنيا أو الإدارة
+
+257
+00:20:59,710 --> 00:21:05,280
+السفلية، فايول كان مهندسًا، فبدأ كتاباته وبدأ
+
+258
+00:21:05,280 --> 00:21:09,800
+يحكي عن الإدارة العليا، لأنها اختلفت كتاباتهم، كل
+
+259
+00:21:09,800 --> 00:21:15,180
+كتاباته، الأجر والأداء، ما جاب سيرة اتخاذ قرارات ولا
+
+260
+00:21:15,180 --> 00:21:19,840
+شيء، فايول العكس، فايول كان مهندسًا فرنسيًا، كان مديرًا
+
+261
+00:21:19,840 --> 00:21:25,060
+لإحدى المؤسسات، سلموا إدارة شركة على ال… خلاص
+
+262
+00:21:25,060 --> 00:21:28,920
+هتفلس، هتطلع يعني عندها أزمات، هو خَلّاها شركة
+
+263
+00:21:28,920 --> 00:21:33,380
+قوية، من خلال تجربته في إنجاح الشركة المُفلسة
+
+264
+00:21:33,380 --> 00:21:40,640
+كتب مبادئ فايول للإدارة، طبعًا هم نفسهم أضعاف
+
+265
+00:21:40,640 --> 00:21:42,940
+الإدارة الأربعة، لكنهم وسّعهم شوية، لو فكرتي فيهم
+
+266
+00:21:42,940 --> 00:21:47,220
+هتلاقيهم هم الأربعة برضه، الاستبصار والحكمة اللي هو
+
+267
+00:21:47,220 --> 00:21:55,420
+التخطيط، التنظيم، عرفناه، القيادة وإصدار الأوامر
+
+268
+00:21:55,420 --> 00:22:01,020
+والتنسيق،  دولة التوجيه، هدول اثنين، إيش التوجيه؟ آخر
+
+269
+00:22:01,020 --> 00:22:05,340
+حاجة، إيش الرقابة؟ إذًا تايلور التنظيم والرقابة
+
+270
+00:22:05,340 --> 00:22:09,300
+خَلّاهم زي ما هم، لكن فصّل شوية، التخطيط، اسمه الاستبصار
+
+271
+00:22:09,300 --> 00:22:15,760
+وحكمة، التوجيه، جالِه عن قيادة وإيش؟ وتنظيم، لو فكرتي
+
+272
+00:22:15,760 --> 00:22:24,260
+فيهم هتلاقيهم نفس الأربع، إيش نفس الأربع شغلات؟ أي
+
+273
+00:22:25,910 --> 00:22:28,690
+مخزن معايا ولا أنا بحكي مع نفسي في الربع الخالي
+
+274
+00:22:28,690 --> 00:22:33,310
+وأنتِ في صحراء النقب، تايلور جال المؤسس سواء كانت
+
+275
+00:22:33,310 --> 00:22:40,210
+مصنعًا أو اتصالات وتعليم، لها أنشطة، نشوف إيش أنشطة
+
+276
+00:22:40,210 --> 00:22:45,070
+تايلور، حسب مَرأي برضه مش واضح، بس واضحة عندي، ماشي
+
+277
+00:22:45,070 --> 00:22:53,170
+أنا هكتبهم، بس سامعاني منكم إجابة، واحد، النشاط التجاري
+
+278
+00:22:55,060 --> 00:23:00,220
+إيش بيشمل؟ اثنين، النشاط المالي، هذا اثنين يا تايلور
+
+279
+00:23:00,220 --> 00:23:06,460
+ثلاثة، النشاط المحاسبي، أنا هكتبه، وأنتِ هتجاوبي
+
+280
+00:23:06,460 --> 00:23:16,880
+أربعة، الفني، هم ستة بس، عدة، خلصنا يعني، خامسة، الإداري
+
+281
+00:23:16,880 --> 00:23:20,080
+آخر
+
+282
+00:23:20,080 --> 00:23:22,940
+واحد، سهل، هذه الحماية من الخطر
+
+283
+00:23:26,950 --> 00:23:40,010
+هذه أنواع الأنشطة في المؤسسات، السؤال: ما هي…
+
+284
+00:23:40,010 --> 00:23:46,830
+إذا نسيتِ نقاط هدول، ها هي، كل واحدة لها تعريف
+
+285
+00:23:46,830 --> 00:23:52,490
+نعطيكم دقيقة، كل اثنين يفكروا سوا، ممكن لو سمحتوا
+
+286
+00:23:52,490 --> 00:23:54,570
+تقعدوا جانب الطالبة اللي قدام، كل اثنين يفكروا سوا
+
+287
+00:23:54,570 --> 00:23:55,530
+في الدقيقة، لو سمحتوا
+
+288
+00:24:00,900 --> 00:24:05,160
+في إيش هتفكروا؟ إيش معناه تجارة؟ إيش معناه مالية؟
+
+289
+00:24:05,160 --> 00:24:10,440
+إيش معناه محاسبة؟ في إيه هتفكروا؟ كل اثنين أو
+
+290
+00:24:10,440 --> 00:24:15,420
+ثلاثة يفكروا مع بعض؟ بعدين ترشحوا واحدة تجاوب عنكم
+
+291
+00:24:15,420 --> 00:24:17,960
+خلاص، طريقة ولا لسة؟
+
+292
+00:24:34,970 --> 00:24:39,370
+نسمع الإجابات ولا كيف؟
+
+293
+00:24:39,370 --> 00:24:47,470
+نسمع، ما تكتبوا غير ما نكتب، نشاط التجارة، تفضلي، شكرًا
+
+294
+00:24:47,470 --> 00:24:52,830
+يا أنتِ اللي جنبهم، المجموعة الثانية؟ تجارة، إيش
+
+295
+00:24:52,830 --> 00:24:58,910
+عن تجارة؟ ممتاز، النشاط التجاري اللي بيع وشراء، ممتاز
+
+296
+00:24:58,910 --> 00:25:03,910
+يا أنتِ، التجارة
+
+297
+00:25:03,910 --> 00:25:11,580
+ما فيها صناعة، لما نقول تجار جملة، بيشتري وبيبيع، تجار
+
+298
+00:25:11,580 --> 00:25:15,440
+تجزئة، بيشتري وبيبيع، فالنشاط التجاري بيختلف عن
+
+299
+00:25:15,440 --> 00:25:20,360
+الصناعيين، هو هدفه الأرباح، لكن هو كيف هيربح؟ لازم
+
+300
+00:25:20,360 --> 00:25:22,640
+يكون عنده حاجة يبيعها لحد، تِربح، شكرًا يا أنتِ على
+
+301
+00:25:22,640 --> 00:25:26,980
+الجامعة، النشاط المالي، السميرة واللي جنبها؟
+
+302
+00:25:26,980 --> 00:25:32,260
+النشاط
+
+303
+00:25:32,260 --> 00:25:33,340
+المالي، وإدارة المال
+
+304
+00:25:38,620 --> 00:25:45,200
+الاستثمار، التمويل، شكرًا يا أنتِ، الأخوات اللي وراء
+
+305
+00:25:45,200 --> 00:25:50,080
+ماشي
+
+306
+00:25:50,080 --> 00:25:52,980
+العملية المحاسبية، أخوات، ليه أدّفتوا المحاسبية؟
+
+307
+00:25:52,980 --> 00:25:57,840
+الموازنات
+
+308
+00:25:57,840 --> 00:26:02,160
+طبعًا المالية أَشمل من المحاسبة، شكرًا يا أنتِ
+
+309
+00:26:05,140 --> 00:26:08,840
+مين ما جاوبتش؟ تفضلوا، العمليات الإنتاجية، الفنية،
+
+310
+00:26:08,840 --> 00:26:13,660
+عفوًا، جواب بتاع السؤال، ماشي، العمليات الفنية لها
+
+311
+00:26:13,660 --> 00:26:15,540
+الإنتاجية، لما أنا حكيت لكِ، أنا جاوبت بتاع السؤال
+
+312
+00:26:19,820 --> 00:26:26,440
+الفني اللي هو الإنتاج، النشاط الإداري، سهل هذه،
+
+313
+00:26:27,360 --> 00:26:32,040
+التخطيط، ممتاز، خذي بالكِ، وظائف الإدارة متسلسلة، يعني
+
+314
+00:26:32,040 --> 00:26:34,960
+أنتِ ما ينفع تقولي رقم واحد، تخطيط، تنظيم، توجيه، هذا
+
+315
+00:26:34,960 --> 00:26:38,880
+توجيه، رقم، ما ينفعش نقول تنظيم قبل التخطيط، إذا
+
+316
+00:26:38,880 --> 00:26:49,780
+الإدارة، لها تخطيط، تنظيم، توجيه، الرقابة، آخر واحدة سهلة
+
+317
+00:26:49,780 --> 00:26:55,500
+سلامة
+
+318
+00:26:55,500 --> 00:27:01,470
+العمال، والتأمين، الحماية من الخطر، هذه في المصانع،
+
+319
+00:27:01,470 --> 00:27:05,830
+إن أنا حتى في المؤسسات اللي مش مصانع، لازم أحمي
+
+320
+00:27:05,830 --> 00:27:11,130
+صحة الموظف من خطر الإصابة أو الكهرباء أو حاجة، حتى
+
+321
+00:27:11,130 --> 00:27:14,910
+إحنا في عملنا الإداري، أقل شيء ما يكونش الـ Silic
+
+322
+00:27:14,910 --> 00:27:18,750
+Max، شوفِ مثلًا، هذا بيُعرضكِ لإيش؟ للخطر، الجلسة خلف
+
+323
+00:27:18,750 --> 00:27:22,150
+الجهاز تكون بشكل معين لحد ما تتعرضيش لألم في الرقبة
+
+324
+00:27:22,150 --> 00:27:26,360
+أو الظهر، هذا المقصود بالحماية من الخطر، مش حتة أن
+
+325
+00:27:26,360 --> 00:27:29,640
+أنا أشتغل في مصنع، المصنع فيه كيميائيات، أقول خطر،
+
+326
+00:27:29,640 --> 00:27:33,060
+لأ، حتى في عملنا الإداري فيه إمكانية لإيش؟ لتعرض
+
+327
+00:27:33,060 --> 00:27:36,660
+للخطر، لا سمح الله، إذا نفَع القسم عن شط المنظمة
+
+328
+00:27:36,660 --> 00:27:43,580
+إلى ستة، تجاري، ما هو التجاري؟ بيع وشراء، بيع وشراء
+
+329
+00:27:43,580 --> 00:27:48,300
+فقط، المالية، إدارة الأموال، الحصول على الأموال،
+
+330
+00:27:48,300 --> 00:27:52,560
+تشغيل الأموال، المحاسبة، دائمًا يا أخوات لها فترة
+
+331
+00:27:52,560 --> 00:27:56,660
+محاسبية، تختلف عن المالية، الفني، كيف ننتج، كيف نصنع
+
+332
+00:27:56,660 --> 00:28:00,440
+الإدارة، وظائف الإدارة، الحماية من الخطر، توفير
+
+333
+00:28:00,440 --> 00:28:06,260
+السلامة لمن؟ للعمال والإشراف والموظفين، واضح يا فايول
+
+334
+00:28:06,260 --> 00:28:14,540
+ولا كيف؟ واضح ولا نعيدها؟
+
+335
+00:28:14,540 --> 00:28:18,580
+فايول كان عنده ١٤ مبدأ
+
+336
+00:28:20,690 --> 00:28:23,670
+طبعًا أنتِ مش مُطالبة فيهم، بس أنتِ تعرفيهم، ليش؟ لأنهم
+
+337
+00:28:23,670 --> 00:28:29,830
+هيجونا جدًا، شرح مفصل، يعني هنأجل، نشوف فايول في إيش
+
+338
+00:28:29,830 --> 00:28:35,570
+قدم… إيش حكى؟ خذي بالكِ، أنا عملت بحث ونشرته مُحكّم
+
+339
+00:28:35,570 --> 00:28:41,790
+ونشرته، وطلع كل هدول من القرآن الكريم، كل اللي حكى
+
+340
+00:28:41,790 --> 00:28:45,310
+عنه تايلور، كله استنتجه أو استنبطه من القرآن
+
+341
+00:28:45,310 --> 00:28:49,250
+الكريم، ماشي؟ تقسيم العمل، مش مجرد تشيل كل شغل
+
+342
+00:28:49,250 --> 00:28:52,390
+المؤسسة، لازم كل واحد، المحاسب، المحاسب، الإداري،
+
+343
+00:28:52,390 --> 00:28:55,950
+إداري، المهندس، المهندس، كل واحد يعرف شغله، ما فيش
+
+344
+00:28:55,950 --> 00:28:59,550
+واحد يشيل الشغل كله، السلطة والمسؤولية، هناخدهم
+
+345
+00:28:59,550 --> 00:29:05,170
+قدام، أنا مسؤولة عن عمل معين، لو نجح أنا الناجحة،
+
+346
+00:29:05,170 --> 00:29:10,760
+لو فشل أنا الفاشلة، لكن السلطة بتختلف، السلطة مثلًا
+
+347
+00:29:10,760 --> 00:29:14,300
+العمل هذا ممكن أخلي زميلة تقوم فيه، اه، لكن أنا
+
+348
+00:29:14,300 --> 00:29:18,180
+المسؤولة عنه، زي لما تحكي مثلًا لزميلة: كثرِي المحاضرة
+
+349
+00:29:18,180 --> 00:29:24,860
+أو بلاش اليوم، آخر موعد لتسليم التقرير بتاع مساق…
+
+350
+00:29:24,860 --> 00:29:31,060
+أعطيتِه لأُختك، سلمته، نسيتِ مين المسؤول؟ أنتِ مش أُختكِ
+
+351
+00:29:31,600 --> 00:29:34,180
+إذًا السلطة ممكن تَجعَل الناس يقوموا على شغلها، لكن
+
+352
+00:29:34,180 --> 00:29:38,540
+نحن لسنا المسؤولين، سناخدها جدًا، كل شغل له قواعد
+
+353
+00:29:38,540 --> 00:29:44,360
+منظمة، لا يوجد فوضى، الأصل أنك مدير واحد وليس
+
+354
+00:29:44,360 --> 00:29:48,260
+اثنين، هذه مشكلة، كمان واحدة للاتجاه، نفسها واحدة
+
+355
+00:29:48,260 --> 00:29:55,420
+الأمر، مصلحتك نقدم عليها مصلحة الشغل، اللي مش العكس
+
+356
+00:29:55,420 --> 00:30:00,080
+إذًا مصلحة المؤسسة أولًا، بعدين مصلحتك الخاصة، مش
+
+357
+00:30:00,080 --> 00:30:04,930
+مشاجرة بين الموظفين، إذا عملوا في معادلة، ياخذوا عشرة
+
+358
+00:30:04,930 --> 00:30:07,390
+مكافأة، مركزية
+
+359
+00:30:09,710 --> 00:30:12,770
+المسؤول عن اتخاذ القرار، شخص واحد، بدوَّار يا أخوات
+
+360
+00:30:12,770 --> 00:30:15,530
+كله هناخذه إن شاء الله، تدرج القرار، اخذناه المرة
+
+361
+00:30:15,530 --> 00:30:19,350
+الماضية، العليا والوسطى والدنيا، ماشي، ترتيب اللي هو
+
+362
+00:30:19,350 --> 00:30:24,050
+التنظيم، العدالة، استقرار الكادر الوظيفي لفترة من
+
+363
+00:30:24,050 --> 00:30:27,810
+الزمن، المبادرة في العمل، والعمل بروح الفريق الواحد
+
+364
+00:30:27,810 --> 00:30:31,010
+هذه مبادرة، إحنا بس هنمر عليها مرة الكرام، لأنها
+
+365
+00:30:31,010 --> 00:30:34,830
+هتجينا بالتفصيل إن شاء الله في المستقبل، مين صاحبهم
+
+366
+00:30:34,830 --> 00:30:38,070
+العامل اللي مفيل؟ العالم إيش؟ فايول
+
+367
+00:30:40,740 --> 00:30:46,400
+كمان في المدرسة العلمية عندنا واحدة اسمها ماري، هذه
+
+368
+00:30:46,400 --> 00:30:51,840
+اسمها، أو ماري، قالت: شايفة إن المؤسسات عبارة عن تجمع
+
+369
+00:30:51,840 --> 00:30:58,680
+اللي هي وحدة، يعني وحدة شاملة، في عندنا بيرنارد كمان
+
+370
+00:30:58,680 --> 00:31:01,840
+واحد، اتكلم عن تنظيم غير رسمي، شو معنى الـ informal
+
+371
+00:31:01,840 --> 00:31:06,660
+organization؟ بساطة يا أخوات، علاقة الصداقة اللي أنتِ
+
+372
+00:31:06,660 --> 00:31:11,810
+بتكونيها في شغلكِ، مثلًا أنتِ في قسم المالية، واحدة من
+
+373
+00:31:11,810 --> 00:31:14,930
+الأخوات، الله أعطاها ولد، بتجمعوا بعض وبتأخذوا هدية و
+
+374
+00:31:14,930 --> 00:31:19,970
+بتروحوا، لكن ما فيش قانون مكتوب: لو فلانة جابت ولد لازم
+
+375
+00:31:19,970 --> 00:31:23,410
+تروح عليها، لأ، هذا بنسميه تنظيم غير رسمي، ليش؟ لأنه
+
+376
+00:31:23,410 --> 00:31:28,130
+مش منصوص عليه، هذا جاي من عادات المجتمع، صار عندها
+
+377
+00:31:28,130 --> 00:31:30,730
+لا سمح الله، والدها توفى، بتجمعوا بعض وبتروحوا
+
+378
+00:31:30,730 --> 00:31:35,200
+تعزوا، هذا المقصود بالتنظيم غير الرسمي، ما فيش حاجة
+
+379
+00:31:35,200 --> 00:31:40,020
+مكتوبة في قانون أي مؤسسة: في حالة وفاة كذا من
+
+380
+00:31:40,020 --> 00:31:43,040
+الدرجة الأولى، لازم نروح، لأ، هذه بتجي لها درجة تنظيم
+
+381
+00:31:43,040 --> 00:31:47,620
+إيش؟ غير، بس البيروقراطية
+
+382
+00:31:47,620 --> 00:31:51,980
+زي ما حكينا يا أخوات، اللي هي مكاتب عمل، مكاتب، إيش
+
+383
+00:31:51,980 --> 00:31:55,800
+معناه عمل مكاتب؟ زي ما طول ما حكيت، أنا لو أنا مثلًا
+
+384
+00:31:55,800 --> 00:32:00,600
+جايبة ورق أو ناسية أوقعه، بيرجعوني، أنتِ رايحة تعملي
+
+385
+00:32:00,600 --> 00:32:04,100
+الجوال، السفر، ناسية جيبي وورقة من الشغل، ما ينفعش
+
+386
+00:32:04,100 --> 00:32:11,460
+التمسك الش
+
+445
+00:36:36,320 --> 00:36:40,000
+ممنوع تطلعي طبعًا، التعبت ممنوع اطلع، هذا المقصود
+
+446
+00:36:40,000 --> 00:36:43,540
+بالنظام الأشياء المغلقة، أي حاجة جديدة بتأثرش عليه
+
+447
+00:36:43,540 --> 00:36:50,920
+المدرسة الثانية العكس، اهتمت فينا كبشر، اهتمت بنا كبشر
+
+448
+00:36:50,920 --> 00:36:58,220
+كإنسان، فالسؤال اللي بيطرح نفسه هنا: من هو الإنسان؟
+
+449
+00:36:58,220 --> 00:37:02,120
+شو تعريفك للإنسان؟
+
+450
+00:37:02,120 --> 00:37:10,270
+ألأ موجودة؟ طب سخر موجودة؟ ما هو الإنسان؟ أو من هو الإنسان؟
+
+451
+00:37:10,270 --> 00:37:15,210
+الإنسان يا سخر؟ ما نعرف إن الإنسان هو الإنسان؟
+
+452
+00:37:15,210 --> 00:37:18,270
+بنحييه،
+
+453
+00:37:18,270 --> 00:37:23,070
+طب ما النباتات ربنا خلقها؟
+
+454
+00:37:23,070 --> 00:37:27,850
+طب
+
+455
+00:37:27,850 --> 00:37:35,920
+ما البس عندها روح؟ ولا شرايك؟ البس بسبع أرواح؟ المهم
+
+456
+00:37:35,920 --> 00:37:39,840
+يتميز الإنسان بالعقل، يعني العقل اللي يفرق فيه من
+
+457
+00:37:39,840 --> 00:37:44,200
+الحق والباطل، ماشي؟ يعني شكرًا على المحاولة، تفضلي هو
+
+458
+00:37:44,200 --> 00:37:48,440
+كائن اجتماعي، عايز يكون اجتماعي، لأساس الاسم، ماشي؟
+
+459
+00:37:48,440 --> 00:38:02,180
+يعني الإنسان هو كائن له مشاعر وأحاسيس، ماشي؟ تتحكم
+
+460
+00:38:02,180 --> 00:38:04,660
+في قراراته
+
+461
+00:38:09,820 --> 00:38:13,840
+عشان هيك المدرسة السلوكية ما تعاملت معانا كآلة
+
+462
+00:38:13,840 --> 00:38:18,940
+تعاملت معانا كأننا إنسان، صح؟ أنتِ شايفة المظهر
+
+463
+00:38:18,940 --> 00:38:24,320
+الخارجي، لكن أنا إيش المظهر الداخلي؟ اللي هي معنوياتي؟
+
+464
+00:38:24,320 --> 00:38:32,670
+زعلانة ولا فرحانة؟ عندي اكتئاب ولا عندي إحباط؟ إيش
+
+465
+00:38:32,670 --> 00:38:35,910
+بالضبط؟ إذًا هذه هي المدرسة السلوكية اللي ركزت على
+
+466
+00:38:35,910 --> 00:38:39,510
+سلوك إيش؟ الإنسان، شو معنى سلوك الإنسان؟ كل فعل
+
+467
+00:38:39,510 --> 00:38:46,350
+له رد فعل، كل حاجة إلها رد فعل، المدارس
+
+468
+00:38:46,350 --> 00:38:51,710
+هنا اللي هي التجارب قالت إن ما هي مرة متعلقة قبل كده
+
+469
+00:38:51,710 --> 00:38:58,610
+X و Y، الحاجات الإنسانية والشخصية والتنظيمية
+
+470
+00:39:01,440 --> 00:39:08,300
+ببساطة يا أخوات، دراسة Altium.io، هدول عملوا تجربة
+
+471
+00:39:08,300 --> 00:39:12,720
+على البشر، جابوا ست موظفات، ست عاملات في مصنع نسيج
+
+472
+00:39:12,720 --> 00:39:22,240
+وفروا لهم كل حاجة، ماشي؟ لكن جابوا مؤشرف مش كويس، زي
+
+473
+00:39:22,240 --> 00:39:27,880
+لما أنتِ المدير، أو المدير يكون وحش، بيعطيكِ شغل حلو
+
+474
+00:39:27,880 --> 00:39:36,770
+بس يشوفك و يبهدلك، إيش ما عملتي أبدًا، هو هيك، طب بدل
+
+475
+00:39:36,770 --> 00:39:39,970
+مديرك بالصفة هذه، الصبح لما تروحي الشغل، بتروحي زي
+
+476
+00:39:39,970 --> 00:39:42,590
+اللي رايحة تاخد حكم إعدام، ولا بتروحي فرحانة
+
+477
+00:39:42,590 --> 00:39:46,410
+اللي بتشوفها إنسان كويس؟ بتروحي منك كده
+
+478
+00:39:46,410 --> 00:39:49,970
+بالعافية، بتعصر ليمونة، وبتروحي تقعدي تفكري كيف
+
+479
+00:39:49,970 --> 00:39:53,570
+ما تروحيش، بتدور على حيلة، إذا هي الحالة الأولى من
+
+480
+00:39:53,570 --> 00:39:58,150
+التجربة، وفروا كل حاجة، ومنها الأمور المالية، لكن
+
+481
+00:39:58,150 --> 00:40:04,650
+جابوا لهم مشرف سيء، الحالة الثانية عكسه، جابوا مشرف إنسان
+
+482
+00:40:04,650 --> 00:40:09,970
+كويس، وأهلًا وسهلًا، ويعطيكِ العافية، ويسلم يدكِ، والشغل
+
+483
+00:40:09,970 --> 00:40:13,470
+بيحكي، يعني، وماشاء الله لو معها كان الشركة كذا كذا
+
+484
+00:40:13,470 --> 00:40:19,110
+لكن كانت ظروف البيئة شوية مخفضة، يعني مش زي الأولى
+
+485
+00:40:19,110 --> 00:40:23,670
+وفي الحالة الثانية، لما كان المدير كويس، الراتب مخفض
+
+486
+00:40:23,670 --> 00:40:30,330
+في الحالتين، إيش ممكن تكون النتيجة؟ في الحالتين
+
+487
+00:40:32,500 --> 00:40:35,240
+إذًا أنا بتصور، في الحالة الثانية، ما يكون المدير
+
+488
+00:40:35,240 --> 00:40:39,340
+اللي بياخد باله، وبيقف معاهم، في حب العمل، هيكون
+
+489
+00:40:39,340 --> 00:40:46,940
+إنتاجية أكثر؟ ممتاز، إذًا اكتشفوا إن الراتب ليس
+
+490
+00:40:46,940 --> 00:40:56,560
+كل شيء، العلاقات الإنسانية أهم،
+
+491
+00:40:56,560 --> 00:41:01,000
+إذًا مش معقول نعطي الموظف فلوس، ألف دولار، ولمّا نؤاخذه
+
+492
+00:41:01,000 --> 00:41:07,020
+مسحين بكرامته، بطلبات، بيدّوش ألف دولار وضع البلد بس لأ
+
+493
+00:41:07,020 --> 00:41:11,460
+هو مش مرتاح نفسيًا، وهو زي ما كنا رايحين الشغل، عاصر
+
+494
+00:41:11,460 --> 00:41:18,120
+على نفسه ليمونة، دي شغل، لكن مثلًا، حالة ثانية في إحدى
+
+495
+00:41:18,120 --> 00:41:22,820
+المدارس عندنا في البلد، الجرس على السابعة أو نص
+
+496
+00:41:22,820 --> 00:41:26,400
+الساعة، سبع، كل المعلمات وتعيين الإدارة قاعدين عند
+
+497
+00:41:26,400 --> 00:41:32,650
+المديرة، المديرة بتعاملهم كأم، وعوّدتهم، لازم كل يوم
+
+498
+00:41:32,650 --> 00:41:36,550
+الصبح يشربوا فنجان قهوة، ويتحدثوا، بعد كده عارفهم
+
+499
+00:41:36,550 --> 00:41:41,210
+روحهم للشغل، الناس هذه اللي كلها بتيجي بدري عشان
+
+500
+00:41:41,210 --> 00:41:46,350
+تشرب القهوة مع المديرة، ويتحدثوا،  وجوه أسَرّية، هل في
+
+501
+00:41:46,350 --> 00:41:50,670
+إيش بيجبرهم يروحوا بدري ويقعدوا يشربوا القهوة؟ طب
+
+502
+00:41:50,670 --> 00:41:55,510
+هم، ماشي؟ بيروحوا كلهم، ملكزمية، ما فيش بتغيب، الكلمة
+
+503
+00:41:55,510 --> 00:42:00,230
+الطيبة، صدقة، بدل هولية، جتباكي إليها، وعاملة إتابة
+
+504
+00:42:00,230 --> 00:42:05,910
+جليد، هتروحي، أما لو كانت متكبرة، و شايفة نفسها، ليش
+
+505
+00:42:05,910 --> 00:42:12,050
+متأخرة يا سيدتي سميرة دقيقة اليوم؟ هذا إيش بنسميه؟
+
+506
+00:42:12,050 --> 00:42:18,750
+بنسميه، تأخير، وأنتِ قدوة للطالبات، مخصوم منكِ يوم، ماشي؟
+
+507
+00:42:18,750 --> 00:42:24,980
+فحيصير الباقي إيش ما لهم؟ مش عاجبهم، هي انظلمت،
+
+508
+00:42:24,980 --> 00:42:27,980
+شايفين إن زميلتهم انظلمت؟ و شايفين إن هو دة مش
+
+509
+00:42:27,980 --> 00:42:32,320
+أسلوب مثلًا؟ شايفين إن هو دة مش أسلوب؟ إذًا هنا
+
+510
+00:42:32,320 --> 00:42:37,610
+التجربة هذه أثبتت عكس اللي قاله تايلور، إحنا بنشتغل
+
+511
+00:42:37,610 --> 00:42:42,550
+عشان الفلوس، الفلوس صحيح مهمة، بس علاقتي أنا و
+
+512
+00:42:42,550 --> 00:42:47,670
+تقديري أنا كإنسان، واحترامي كإنسان أهم بكثير من
+
+513
+00:42:47,670 --> 00:42:50,670
+فلوسكوا، واضح؟ يعني مثلًا، ما كنت تحكيها وأنتم
+
+514
+00:42:50,670 --> 00:42:54,770
+هتشتروني بلاش كم من شكل ما بدّيش الشغل هذا كله، يلا،
+
+515
+00:42:54,770 --> 00:43:01,720
+واضح؟ التجارب قالت في مايو؟ أثبتت إن الإنسان بيهتم
+
+516
+00:43:01,720 --> 00:43:05,360
+بالعمل الجماعي، وبيهتم كمان إن المشرف أو المدير
+
+517
+00:43:05,360 --> 00:43:11,320
+تبعه يكون علاقته إنسانية، بشوشة، بتعامل معاهم بعلاقة
+
+518
+00:43:11,320 --> 00:43:15,200
+أبوية، أو علاقة أخوية، أما شايف نفسه هو الوحيد اللي
+
+519
+00:43:15,200 --> 00:43:19,060
+فاهم، والناس لأ، دي بحد ذاتها ممكن تؤدي لتسريب إيش؟
+
+520
+00:43:19,060 --> 00:43:23,100
+الموظفين، دكتورة، الإسراب المشترك، هيخلي العمال
+
+521
+00:43:24,130 --> 00:43:27,190
+المقصود بالإشتراك المشترك، إبداء الرأي، يعني إنتِ
+
+522
+00:43:27,190 --> 00:43:31,050
+عندك فكرة، ملاحظة، بتحكيها، ليش خائفة؟ آه آه هذا
+
+523
+00:43:31,050 --> 00:43:40,910
+المقصود فيها، شكرًا على المداخلة، إذًا ملاحظة
+
+524
+00:43:40,910 --> 00:43:46,370
+إحنا ممكن نوصل لأعلى أرباح، ممكن نوصل لأعلى إنتاج
+
+525
+00:43:46,370 --> 00:43:50,870
+إذا كانت علاقتنا جيدة، إذا أنتِ بتروحي شغلكِ بحب، الأداء هيزيد،
+
+526
+00:43:50,870 --> 00:43:56,600
+إذا أنتِ كنتِ رايحة، وعلى عينك وعلى قيدك،  تتطلّعي على الساعة، وقعدتي تفكري فيه لما
+
+527
+00:43:56,600 --> 00:44:00,340
+تروحيش، هيأثر على الإنتاج، ومن ثم على سمعة
+
+528
+00:44:00,340 --> 00:44:05,040
+المؤسسة، مين فيكم بتشتغل وبتروح شغلها بحب؟ ليش
+
+529
+00:44:05,040 --> 00:44:11,020
+يا أنتي بتروحي بحب؟ إيش الموضوع؟ مرتاحة في الشغل؟
+
+530
+00:44:11,020 --> 00:44:18,140
+ممتازة؟
+
+531
+00:44:18,140 --> 00:44:22,820
+مهامها ضمن مجالها؟ إداريًا، للعامل، موافقة أنه تحسي يعني
+
+532
+00:44:22,820 --> 00:44:28,370
+مثلًا كأنها علاقة اجتماعية، ممتازة، علاقة طيبة، علاقة صداقة، لو
+
+533
+00:44:28,370 --> 00:44:33,690
+حكيتِ له أنا اليوم تعبانة مثلًا، يعني هتفهم، يعني
+
+534
+00:44:33,690 --> 00:44:37,250
+عشان الـ master، المفروض اللي يطلع أرضي، ممتاز، بشجعكِ
+
+535
+00:44:37,250 --> 00:44:41,830
+على تطوير الذات، لكن لو جاكِ مدير، لا سمح الله
+
+536
+00:44:41,830 --> 00:44:44,990
+هتتنكدي
+
+537
+00:44:44,990 --> 00:44:50,150
+آه، لما تتنكدي لا سمح الله، على إيش هينعكس؟ هتشوفي يجي
+
+538
+00:44:50,150 --> 00:44:55,920
+الشغل، وخدوا هي شغلكم، سلام، لما أنا أجعل الموظف، و
+
+539
+00:44:55,920 --> 00:45:02,380
+أعمله مشكلة، هو بيقدر ينتقم مني، يعطيني أداء سيء، و
+
+540
+00:45:02,380 --> 00:45:06,700
+هذا بينعكس على سمعة المؤسسة، مين كمان رفعت يدها؟ و
+
+541
+00:45:06,700 --> 00:45:10,740
+تفضلي، عرفناه من نفسنا، هيبا، تفضلي ريما، تفضلي، تقريبًا
+
+542
+00:45:10,740 --> 00:45:22,300
+يعني مش 100%، آه، يعني علاقات الموظفين كلها طيبة مع
+
+543
+00:45:22,300 --> 00:45:26,290
+بعضها، علاقات المدير معانا، كام من الحاجة، يعني لو طلعت
+
+544
+00:45:26,290 --> 00:45:30,490
+رحلة، بيجي المدير، ولا بتكبّر؟ لو رحتوا، لا سمح الله
+
+545
+00:45:30,490 --> 00:45:34,050
+عزيمة حد، أو مناسبة سعيدة، بروح معاكم ولا بيقول، لو
+
+546
+00:45:34,050 --> 00:45:37,230
+سمحتوا، أنا ما ماشي معاكم؟ بيروح لحاله، بعض المدارس
+
+547
+00:45:37,230 --> 00:45:41,130
+بيروحوا لحالهم، وفي يوم تقريبًا بالشهر بيحددوا إنهم
+
+548
+00:45:41,130 --> 00:45:45,030
+يطلعوا، يطلعوا برّا، وليس موجود كمان مدير، وهو في
+
+549
+00:45:45,030 --> 00:45:48,910
+رحلة، المدير بيكون عامل حاله مدير، ولا عامل زيك
+
+550
+00:45:48,910 --> 00:45:51,390
+وزيكِ؟ زي ما هو بيحكي، أنا مش .. أنا مش عشان مدير أنا
+
+551
+00:45:51,390 --> 00:45:55,220
+أحسن منكم، بالعكس أنا منكم، أنا على غلط يجيبك معايا
+
+552
+00:45:55,220 --> 00:46:00,140
+ممتاز، بارك الله فيكِ، تفضلي
+
+554
+00:46:05,680 --> 00:46:11,360
+زي
+
+555
+00:46:11,360 --> 00:46:16,570
+ما إحنا شفنا، التجارب هذه لخصت إن المرتب ليس كل
+
+556
+00:46:16,570 --> 00:46:20,370
+حاجة، الظروف الإنسانية والمعنوية هي إيش؟ أهم حاجة
+
+557
+00:46:20,370 --> 00:46:24,810
+السلوك التنظيمي، اسمه دراسة السلوك، دراسة السلوك إيش؟ الإنسان، إذًا إحنا عملنا لكِ كويس، إيش
+
+558
+00:46:24,810 --> 00:46:29,270
+هيكون سلوكك؟ طب لو إحنا عملنا لكِ وحش، هذا المقصود
+
+559
+00:46:29,270 --> 00:46:33,150
+بإيش؟ بالسلوكية، عندنا كمان من المدارس السلوكية غير
+
+560
+00:46:33,150 --> 00:46:39,870
+العلاقات الإنسانية، اللي هي نظرية ماسلو، سمعتي عنها
+
+561
+00:46:39,870 --> 00:46:45,110
+قبل
+
+562
+00:46:45,110 --> 00:46:48,550
+ما نتكلم، ماسلو عن نظرية الحاجة، القرآن الكريم بيتحدث
+
+563
+00:46:48,550 --> 00:46:51,330
+عن الموضوع هذا، مين عارف؟ ولا نشرح وبعدين ندور
+
+564
+00:46:51,330 --> 00:46:55,590
+الحاجة
+
+565
+00:46:55,590 --> 00:46:58,730
+معناها الحاجة
+
+566
+00:46:58,730 --> 00:47:05,090
+معناها شعور بالنقص في شيء معين، بحاول أشبعه، ماشي؟
+
+567
+00:47:05,090 --> 00:47:11,470
+مثلًا
+
+568
+00:47:11,470 --> 00:47:12,990
+أنا حاسة نفسي عطشانة، أنا أشرب ماء؟ بشرب، هذه
+
+569
+00:47:14,480 --> 00:47:18,440
+اسمها حاجة، طب لو أنا ما شربتش، إيش ممكن يصير عندي؟
+
+570
+00:47:18,440 --> 00:47:22,000
+لفترة زمنية طويلة، ممكن أموت، يصير معايا جفاف، و
+
+571
+00:47:22,000 --> 00:47:25,120
+أموت، ماشي؟ إذًا الحاجة .. حاجة بتنقص الإنسان، لازم
+
+572
+00:47:25,120 --> 00:47:31,660
+يكملها وإلا الله يحميه ويحسن عليه، لأنّها حاجة، و
+
+573
+00:47:31,660 --> 00:47:35,320
+عندنا رغبة، أنا عطشانة، أشرب مية ولا عصير؟
+
+574
+00:47:35,320 --> 00:47:40,440
+هذه رغبة، طب عصير تفاح ولا عصير موز؟ يعني شربتي هذا
+
+575
+00:47:43,030 --> 00:47:48,410
+ولا هذا؟ مش هيحصلك حاجة، لكن لو حرمناكي بدل مية، لفترة
+
+576
+00:47:48,410 --> 00:47:51,930
+زمنية طويلة، بتموتي، لكن لو حرمناكي بالعصير، طب
+
+577
+00:47:51,930 --> 00:47:58,290
+اليوم إحنا مش هنشرب، تشربي قهوة، أنتِ اليوم محرومة
+
+578
+00:47:58,290 --> 00:48:01,430
+من القهوة، هل ممكن هي تتعرض لخطر؟ لأ طبعًا، لأن
+
+579
+00:48:01,430 --> 00:48:06,270
+القهوة رغبة، مش حاجة، لكن لو قلنا أنتِ اليوم محرومة
+
+580
+00:48:06,270 --> 00:48:10,190
+من الأكل لمدة أسبوع، مافيش طعام، مافيش، بيصير لكِ؟ إذًا
+
+581
+00:48:10,190 --> 00:48:16,320
+الحاجة، لو أنا انحرمت فيها، بتؤثر، كإنسان، لو رغبة
+
+582
+00:48:16,320 --> 00:48:20,600
+لأ، يعني إنتِ تشتري عباية ولا جلباب؟ طب ما هيش نعمل
+
+583
+00:48:20,600 --> 00:48:24,440
+لكِ، اشتري اللي إنتِ عايزاه، هذه رغبتكِ، ماشي؟ لكن لو
+
+584
+00:48:24,440 --> 00:48:29,760
+ما اشتريتِ حاجة، هتموتي؟ لأ طبعًا، إذًا الحاجة، في حالة
+
+585
+00:48:29,760 --> 00:48:34,980
+فقدانها ممكن يؤدي إلى وفاة الإنسان، وممكن كمان
+
+586
+00:48:34,980 --> 00:48:38,240
+يؤدي إلى دخوله في أمراض نفسية، نشوفها، بقعة، الحاجات
+
+587
+00:48:38,240 --> 00:48:43,550
+الفيسيولوجية اللي شرحناها، توا زي إيش؟ فيسيولوجية؟
+
+588
+00:48:43,550 --> 00:48:49,950
+ممتاز، توا شرحناها لسه، المأكل، المشرب، النوم،
+
+589
+00:48:49,950 --> 00:48:58,910
+الأمان، هي جايه الأمان، دخلت إماء النار عشان بسة،
+
+590
+00:48:58,910 --> 00:49:06,070
+إيش عاملة في البسة هذه؟ محممتهاش ولا محططلهاش
+
+591
+00:49:06,070 --> 00:49:10,570
+بردان؟ لأنها حبستها في مكان وخلتها لا تأكل ولا
+
+592
+00:49:10,570 --> 00:49:14,940
+تشرب، إيش صار في البسة؟ ماتت، ماشي؟ إذًا انحرمان
+
+593
+00:49:14,940 --> 00:49:19,780
+الإنسان أو أي كائن حي من حاجاته الفيسيولوجية،
+
+594
+00:49:19,780 --> 00:49:22,800
+المقصود فيها، اللي بتعتمد عليها حياته بشكل رئيسي،
+
+595
+00:49:22,800 --> 00:49:26,680
+بيموت، عشان هيك إحنا أول ما بنفكر في حاجة، بنفكر
+
+596
+00:49:26,680 --> 00:49:31,740
+لما نروح مكان أو نسافر على دولة، نقول هنأكل، نقول
+
+597
+00:49:31,740 --> 00:49:35,320
+هنشرب، نريد مكان آمن، وهكذا، سيدنا آدم لما نزل من
+
+598
+00:49:35,320 --> 00:49:40,820
+الجنة، نزل من الجنة على الأرض مافيش
+
+599
+00:49:40,820 --> 00:49:47,600
+فكرة؟ في إيش المأكل؟ إيش يأكل يا رب؟ في مية ولا
+
+600
+00:49:47,600 --> 00:49:53,920
+مافيش مية؟ كيف هيسكن نفسه؟ وين هينام؟ كيف يحمي نفسه
+
+601
+00:49:53,920 --> 00:49:58,040
+من الوحوش؟ ماشي، نفس الشيء، تصوري نفسكِ راكبة سفينة،
+
+602
+00:49:58,040 --> 00:50:08,020
+لجأت السفينة نزلت على جزيرة، مهجورة مثلًا، زي ما
+
+603
+00:50:08,020 --> 00:50:11,850
+نشوف في الأفلام، في الأفلام، إيش بتلاحظي؟ أول حاجة
+
+604
+00:50:11,850 --> 00:50:15,870
+بيساويها الشخص اللي هو البطل، بيدور على أكل،
+
+605
+00:50:15,870 --> 00:50:19,450
+بيجيب جوز هند، بيجيب موزة، ماشي؟ بيدور إيش بده يشرب،
+
+606
+00:50:19,450 --> 00:50:23,130
+موية نظيفة، بعدين بيروح بيبني كوخ فوق الشجرة، وهكذا،
+
+60
+
+667
+00:55:09,330 --> 00:55:12,650
+بحبني، هذا الـ set بيكون نفسياً عند البعض الحب أهم من
+
+668
+00:55:12,650 --> 00:55:17,390
+الاحترام، في
+
+669
+00:55:17,390 --> 00:55:20,770
+ناس
+
+670
+00:55:20,770 --> 00:55:29,190
+عندهم الحب أولاً، في شخصيات عندها الحب أولاً، آخر
+
+671
+00:55:29,190 --> 00:55:35,110
+حاجة صحيح، مش مهم، أنت سامية؟ تحقيق الذات بعدين؟
+
+672
+00:55:37,690 --> 00:55:39,590
+يعني لو احنا حكينالك يا سامية احنا ما بنحبكيش
+
+673
+00:55:39,590 --> 00:55:45,630
+ستحققين ذاتك؟ آه يعني .. أنت أنشأتني يعني ترتيب .. لأ
+
+674
+00:55:45,630 --> 00:55:49,110
+يعني .. يجعلكم ما تحبوني أحكي لك .. هو من الاحترام
+
+675
+00:55:49,110 --> 00:55:53,410
+الاحترام أهم حاجة، ممتاز، تفضلي، ممكن أنا عندي تحقيق
+
+676
+00:55:53,410 --> 00:55:55,890
+الذات، وبعدين الاحترام، وبعدين الاحترام إيه لك
+
+677
+00:55:55,890 --> 00:56:00,010
+الصديقات؟ صحيح، لكن أنا بيكون لدي ذاتي و
+
+678
+00:56:00,010 --> 00:56:04,150
+شخصيتي، ممتاز، تفرضي احترامك، ممكن كمان
+
+679
+00:56:04,150 --> 00:56:07,010
+يتولد الحب، شكراً، وجهة نظر مغايرة، تفضلي
+
+680
+00:56:11,760 --> 00:56:16,340
+العكس، ممتاز، إذا اتفقنا مع بعض، هذولة محسومين، فيش
+
+681
+00:56:16,340 --> 00:56:22,940
+إيش رأيكم؟ متفقين فيهم، وهذولة حسب الشخصية، تفضلي
+
+682
+00:56:22,940 --> 00:56:28,840
+هو
+
+683
+00:56:28,840 --> 00:56:32,760
+بقلبي، لكن هذول لأ، تفضلي
+
+684
+00:56:36,430 --> 00:56:39,530
+هل وضعه الطبيعي يضرب الإنسان عن الطعام؟ أم هي
+
+685
+00:56:39,530 --> 00:56:43,990
+ردة فعل لشيء معين؟ طب الـ .. مثلاً، العالم اللي بتحس
+
+686
+00:56:43,990 --> 00:56:45,630
+عن الشيء .. ماشي، هو الآن .. ماشي، هو العالم اللي
+
+687
+00:56:45,630 --> 00:56:45,710
+بتحس عن الشيء .. ماشي، هو الآن .. ماشي، هو العالم
+
+688
+00:56:45,710 --> 00:56:47,230
+اللي بتحس عن الشيء .. ماشي، هو العالم اللي بتحس عن
+
+689
+00:56:47,230 --> 00:56:48,430
+الشيء .. ماشي، هو العالم اللي بتحس عن الشيء .. ماشي
+
+690
+00:56:48,430 --> 00:56:49,030
+هو العالم اللي بتحس عن الشيء .. ماشي، هو العالم
+
+691
+00:56:49,030 --> 00:56:51,710
+اللي بتحس عن الشيء .. ماشي، هو العالم اللي بتحس عن
+
+692
+00:56:51,710 --> 00:56:55,210
+الشيء .. ماشي، هو العالم اللي بتحس عن الشيء .. ماشي
+
+693
+00:56:55,210 --> 00:57:00,050
+هو العالم اللي بتحس عن الشيء .. ماشي، هو العالم
+
+694
+00:57:00,050 --> 00:57:01,470
+اللي بتحس عن الشـ
+
+695
+00:57:04,700 --> 00:57:07,920
+طب ما هيش السوء، ما فيش غير حاجة لحالة، مجبرة يعني
+
+696
+00:57:07,920 --> 00:57:11,400
+في هذه الحالات، قلب الهرم يعني لو أنت .. هي .. هي
+
+697
+00:57:11,400 --> 00:57:14,540
+مش قلب الـ .. الـ .. الهرم يعني أنتِ، هي الظروف
+
+698
+00:57:14,540 --> 00:57:18,580
+البيئية فرضت عليه هكذا، يعني الآن أنت كنت راكب مركب
+
+699
+00:57:18,580 --> 00:57:24,260
+أم وجدت نفسك في جزيرة مهجورة؟ أحد يضرب عن الطعام؟
+
+700
+00:57:24,260 --> 00:57:29,880
+طب في حالة مثلاً، واحد عالم حياته يعني ما يأكلش حضرته
+
+701
+00:57:29,880 --> 00:57:34,880
+ولا إيش؟ لأ، بس هو بيحقق ذاته، وبيدرس، وبيعمل اجتماعات
+
+702
+00:57:34,880 --> 00:57:41,120
+وأخذ أشهر، فاكرة فيه كتير، بس هو بيأكل، بس
+
+703
+00:57:41,120 --> 00:57:44,940
+هو لازم يأكل وإلا هيموت، ماشي يا أنتِ، أنا ما بقولكيش
+
+704
+00:57:44,940 --> 00:57:49,870
+غلط، لكنها ظروف استثنائية، مش كل البشر بيسووا زيّه،
+
+705
+00:57:49,870 --> 00:57:55,470
+صح؟ يعني في ناس بيفطروا، آه، في، لكن مش العام، يعني
+
+706
+00:57:55,470 --> 00:57:58,790
+في ناس بيفطروا، ويتغدّوا، ويتعشّوا في شربة واحدة، وهذا
+
+707
+00:57:58,790 --> 00:58:03,170
+خلل في نظام الغذاء، ممكن يضرّ الصحة زي المغامرين
+
+708
+00:58:03,170 --> 00:58:06,130
+مثلاً، ما بيستغنى عن أطعمتهم، بالعكس، تحت مظلة
+
+709
+00:58:06,130 --> 00:58:10,550
+المغامرين، صح؟ ما هي دي حالة خاصة، صعب نعمّم احنا، صعب
+
+710
+00:58:10,550 --> 00:58:14,030
+نعمّم، هي موجودة، لكن مش هذه طبيعة البشر، يعني
+
+711
+00:58:14,030 --> 00:58:21,070
+هذول نادرين، حالة خاصة، بس مش في الوضع الطبيعي، ماشي، مش في
+
+712
+00:58:21,070 --> 00:58:24,130
+الوضع الطبيعي، شكراً للمداخلة، أحد عنده مداخلة أو
+
+713
+00:58:24,130 --> 00:58:33,410
+تعليق؟ شرحناها، تمام، مع بعض،
+
+714
+00:58:33,410 --> 00:58:38,750
+عندنا نظرية سهلة وبسيطة، نظرية X، ليه التشاؤم،
+
+715
+00:58:38,750 --> 00:58:44,830
+أنت متشائمة، أنت حزينة، لما يكون اللي سمح الله اليوم
+
+716
+00:58:44,830 --> 00:58:49,970
+حزينة أو متشائمة، بتحبي الدنيا ولا بتكرهيها؟ بتشوفي
+
+717
+00:58:49,970 --> 00:58:55,610
+الدنيا لونها بمبي، صح؟ ولا بتشوفيها بألوان؟ بتشوفي
+
+718
+00:58:55,610 --> 00:59:02,970
+البيض دجاجة؟ ولا الدجاجة بيضة؟ إذا نظرية X برضه
+
+719
+00:59:02,970 --> 00:59:09,750
+من النظريات السلوكية، تكوني
+
+720
+00:59:09,750 --> 00:59:17,430
+كذا، نظرية Y، التفاؤل، ماشي، نظرية X بتشوف إن الواحد
+
+721
+00:59:17,430 --> 00:59:23,850
+بيحب الشغل، وإنه بيهرب من الشغل، وإنه ما بيحبش
+
+722
+00:59:23,850 --> 00:59:30,690
+المسؤوليات، ماشي، بيمشي يشغل بالفلوس، أعطانا فلوس،
+
+723
+00:59:30,690 --> 00:59:34,210
+بيمشي، ما أعطانا، خلاص، هذه نظرية بنسميها نظرية
+
+724
+00:59:34,210 --> 00:59:40,950
+تشاؤمية، الكلام ده مش صحيح، ليش مش صحيح؟ هل فعلاً
+
+725
+00:59:40,950 --> 00:59:44,530
+إحنا كل حاجة بتمشي بالفلوس؟ يعني هل أنت ممكن تقبلي
+
+726
+00:59:44,530 --> 00:59:49,630
+على نفسك كسيدة مسلمة تاخدي رشوة؟ أو تحكي عن ناس
+
+727
+00:59:49,630 --> 00:59:54,470
+كلها مش موجودة؟ بتكذبي؟ إذا مثلاً، إنه أنا إنسان
+
+728
+00:59:54,470 --> 01:00:00,030
+غير طموح، لا أحب عملي، لا أرغب بتحمل مسؤوليات أو
+
+729
+01:00:00,030 --> 01:00:04,390
+المغامرات، الكلام غير صحيح، النظرية التانية عكسها،
+
+730
+01:00:04,390 --> 01:00:09,290
+بتعكسها، بتشيلي لا، بصير صح، بنحب شغلنا، بنحب نتحمل
+
+731
+01:00:09,290 --> 01:00:16,850
+مسؤوليات، بنحب نبدع، نفكر، مش كل حاجة فلوس، مش كل
+
+732
+01:00:16,850 --> 01:00:22,890
+حاجة إيش فلوس، إذا هذه نظريات X وY عكس بعض، واحدة
+
+733
+01:00:22,890 --> 01:00:29,510
+كانت متفائلة، واحدة كانت إيش متشائمة، واحدة كانت
+
+734
+01:00:29,510 --> 01:00:34,310
+متشائمة كمان
+
+735
+01:00:34,310 --> 01:00:41,490
+عندنا من النظريات، نظرية الشخصية الناضجة، هل أنتِ
+
+736
+01:00:41,490 --> 01:00:44,710
+يا سيدتي سامية، قبل عشر سنين، زي الآن، في التفكير، في
+
+737
+01:00:44,710 --> 01:00:50,150
+القرارات، إيش حسيتي؟ قولي، ما تعيشي سنة زيادة، فيه
+
+738
+01:00:50,150 --> 01:00:54,610
+خبرات متراكمة، تقدّمي من كلماتي، عالميتي، يعني هل
+
+739
+01:00:54,610 --> 01:00:58,310
+زمان كان عندك شيء بتحسيها مهم، ولا أصبح تافهاً،
+
+740
+01:00:58,310 --> 01:00:59,430
+بتقولي لحالك، إيش هذا؟
+
+741
+01:01:04,400 --> 01:01:08,000
+ممتاز، إذا نظرية الشخصية الناضجة، الإنسان كل ما
+
+742
+01:01:08,000 --> 01:01:10,960
+يتقدم في السن، بالتجارب، لازم يكون يعمل تجارب،
+
+743
+01:01:10,960 --> 01:01:15,900
+بيصير عنده مرونة، بيبطل زي زمان، بيبطل متشدد أو
+
+744
+01:01:15,900 --> 01:01:19,540
+متحفظ، خلاص، بيفهم الحياة، وبيفهم كيفاش .. كيف
+
+745
+01:01:19,540 --> 01:01:24,310
+ماشية، بيصير عنده خبرة في الحياة، بيصير يعالج إيش؟ أي
+
+746
+01:01:24,310 --> 01:01:27,930
+مشاكل، يعني لما كنت صغيرة في السن، مثلاً لما كنت 14،
+
+747
+01:01:27,930 --> 01:01:32,930
+15 سنة، كان بيهمك رأي الناس فيكي، في لبسك، في حركاتك،
+
+748
+01:01:32,930 --> 01:01:40,090
+ولما عمرك ثلاثين؟ بتلاقيه مش مهم،  بدّالي أنا
+
+749
+01:01:40,090 --> 01:01:42,570
+مقتنعة أنه هيك صح، من الخبرة، في حدّا، إذا إنّ
+
+750
+01:01:42,570 --> 01:01:46,250
+الإنسان كل ما يكبر في السن، ويأخذ التجارب، بيصير عنده
+
+751
+01:01:46,250 --> 01:01:49,310
+شخصية ناضجة، يعني، بتحسيه إنسان ناضج؟
+
+752
+01:01:52,480 --> 01:01:58,160
+طلّع قاعدة، خلاص، ماشي عليها، آه، خلاص، حاجة بنسميها
+
+753
+01:01:58,160 --> 01:02:02,600
+شخصية الـ "ناضجة"،  على السريع، لدينا
+
+754
+01:02:02,600 --> 01:02:05,300
+المدارس الكمية، هتاخدوها بالتفصيل، اللي هي كيف نحلّ
+
+755
+01:02:05,300 --> 01:02:08,920
+مشاكلنا باستخدام المعادلات الرياضية
+
+756
+01:02:08,920 --> 01:02:13,640
+عندنا
+
+757
+01:02:13,640 --> 01:02:17,440
+كمان النظام، النظام يا إخوان، عبارة عن مجموعة
+
+758
+01:02:17,440 --> 01:02:24,560
+من العناصر بتفاعل مع بعضها البعض،  بنقول النظام
+
+759
+01:02:24,560 --> 01:02:28,480
+مدخلات، عمليات، مخرجات، النظام، مدخلات، عمليات، إيش
+
+760
+01:02:28,480 --> 01:02:36,500
+مخرجات، النظام المفتوح، شرحناه لما تايلور حكى
+
+761
+01:02:36,500 --> 01:02:39,140
+إنّه البيئة نظام مغلق، قلنا الكلام هذا غلط، وأخذنا
+
+762
+01:02:39,140 --> 01:02:43,800
+مثال، لو صار قصف، لا سمح الله، المدخل الموقعي، تتصرفي
+
+763
+01:02:43,800 --> 01:02:50,180
+حسب الموقف، لأ
+
+764
+01:02:50,180 --> 01:02:52,600
+صعب يكون مغلق، يعني، لأن هيّ لمين بتدفع الضريبة
+
+765
+01:02:57,880 --> 01:03:04,680
+عشان آه، عشان أهدافها، وعشان أدائها، وعشان أرباحها
+
+766
+01:03:04,680 --> 01:03:11,200
+ماشي، لكن لو في مثلاً، صارت حالة معينة في البلد، لو في
+
+767
+01:03:11,200 --> 01:03:14,100
+حرب، أقول لكم، لا تفضّلوا، داموا إيش الشركة، الكمية، إيش
+
+768
+01:03:14,100 --> 01:03:19,400
+المؤسسة؟ عشان ذلك، المفروض المخاطر تكون عالية، المفروض
+
+769
+01:03:19,400 --> 01:03:24,320
+تأخذوا مخاطر، خطر، المفروض تأخذوا أنتم بدل مخاطر في
+
+770
+01:03:24,320 --> 01:03:28,940
+الراتب، لأن رواتبكم غير استثنائية، عفواً، رواتبكم
+
+771
+01:03:28,940 --> 01:03:31,380
+استثنائية، عكسنا احنا، صار حابب بنجوم، ما لناش
+
+772
+01:03:31,380 --> 01:03:36,160
+دعوة، المفروض تاخدوا بدل إيش؟ بدل الرعاية، المخاطر،
+
+773
+01:03:36,160 --> 01:03:40,600
+آه، لكن هذا لا يعني إنها مغلقة، والدليل إنّه لما
+
+774
+01:03:40,600 --> 01:03:45,060
+حصلت الحرب، أنتم دوامكم، طب والناس جالسين؟ وفي
+
+775
+01:03:45,060 --> 01:03:48,120
+عيق، عاد،  كايد الإستغناء من الدوام، كايد العمال من
+
+776
+01:03:48,120 --> 01:03:51,400
+الداوم، ما هو عشان طبيعة شغلك يا أنتِ، أنتِ يعني
+
+777
+01:03:51,400 --> 01:03:56,620
+طبيبة ولا إيش؟ طيب يا أنتِ، طبيعة الشغل بتفرض علينا،
+
+778
+01:03:56,620 --> 01:04:00,560
+ماشي، طب يوم عيد الأضحى؟ بتروحي بتذبحوا الخروف في
+
+779
+01:04:00,560 --> 01:04:05,040
+المستشفى ولا وين؟
+
+780
+01:04:05,040 --> 01:04:10,480
+ماشي يا أنتِ .. المناوبات وشغلاتها طبيعي، اتعمل
+
+781
+01:04:10,480 --> 01:04:14,300
+للمؤسسة بحكمها، لكن هذا لا يعني أن النظام مغلق،
+
+782
+01:04:14,300 --> 01:04:16,820
+يعني في رأس السنة الميلادية بيحتفلوا، مثلاً، يوم الأم
+
+783
+01:04:16,820 --> 01:04:21,750
+أو يوم المرأة، بيحتفلوا، تفضلي، أيّ واحد ده؟ طيب،
+
+784
+01:04:21,750 --> 01:04:25,250
+تأثّروا ولا ما تأثّروا؟ بس أنتِ طبيعة المؤسسة كونها
+
+785
+01:04:25,250 --> 01:04:28,750
+مؤسسة صحية، تختلف عن المؤسسات الأخرى أو التصريحات
+
+786
+01:04:28,750 --> 01:04:33,590
+الأوروبية، لأنك تساهمين في إنقاذ حياة إنسان، غير
+
+787
+01:04:33,590 --> 01:04:36,850
+الأشياء الثانية، تفضلي، أنا بشتغل في الـ Odnarva،
+
+788
+01:04:36,850 --> 01:04:41,950
+مثلاً، مش كل المراتب بتاعت الـ Odnarva بتأخذ في مثلاً
+
+789
+01:04:41,950 --> 01:04:46,290
+المراكز الصحية إجازة، بس لأ، انصرف لها تعويض،
+
+790
+01:04:46,290 --> 01:04:51,730
+مكان مهم، ده ما فيهوش إجازة، المفروض تأخذ بدل، يعني بدل
+
+791
+01:04:51,730 --> 01:04:57,730
+الخطر، بدل الدوام، زي هيك، يعني الموقف يبنى الصرف حسب
+
+792
+01:04:57,730 --> 01:05:01,730
+الموقف، زي ما قلنا قبل شوية، أنتِ، لو سمح الله
+
+793
+01:05:01,730 --> 01:05:04,450
+زميلتكِ، أو صاحبة، عندها حالة وفاة، رايحين تعزّوها؟
+
+794
+01:05:04,450 --> 01:05:07,530
+بتكونوا لابسين أحمر وحاطين مكياج ورايحين؟ ولا
+
+795
+01:05:07,530 --> 01:05:10,150
+رايحين؟ بتكونوا مبسوطين ولا رايحين عاملين زعلانين
+
+796
+01:05:10,150 --> 01:05:14,410
+يعني؟ إذا أنا بصرف حسب الموقف، أنتِ عبرتي عن مكتب
+
+797
+01:05:14,410 --> 01:05:18,030
+المدير قبل ما تقعدي، بتروحي الدار بتعملي دراسة
+
+798
+01:05:18,030 --> 01:05:23,680
+لشخصه، مبسوط؟ ممكن تحكي؟ ولا مكشر؟ إذا كان مكشر،
+
+799
+01:05:23,680 --> 01:05:26,080
+السلام عليكم، بس كنت بدي أصبح، معناها أن أنتِ ما
+
+800
+01:05:26,080 --> 01:05:29,380
+بدّك تصبحي ولا حاجة، بس يعني بدك تروحي، لكن مبسوطة و
+
+801
+01:05:29,380 --> 01:05:33,320
+بتشربي قهوة، و هههه، بتروحي، إذا حسب الموقف أنتِ اتخذتِ
+
+802
+01:05:33,320 --> 01:05:41,100
+القرار، هل تكملي ولا ترجعي؟ نظرية Z، هذه اللي هي
+
+803
+01:05:41,100 --> 01:05:44,180
+المدرسة اليابانية يا إخوان، المدرسة اليابانية
+
+804
+01:05:44,180 --> 01:05:47,200
+بنسميها مدرسة الأبوة، لازم المدير يتعامل مع
+
+805
+01:05:47,200 --> 01:05:51,050
+الموظفين كآباء، في اليابان، إن شاء الله تروحوا
+
+806
+01:05:51,050 --> 01:05:54,470
+اليابان، خذوني معكم، التوظيف مدى الحياة، ما فيش
+
+807
+01:05:54,470 --> 01:05:58,250
+حاجة اسمها تقاعد في اليابان، عشان أنت تفكري كيف
+
+808
+01:05:58,250 --> 01:06:01,990
+تبدعي في مؤسستك، مش تفكري كيف في التقاعد وفي
+
+809
+01:06:01,990 --> 01:06:05,470
+التأمينات والقصص هذه، لأن احنا بنوفر كل حاجة،
+
+810
+01:06:05,470 --> 01:06:09,150
+طبعاً في في اليابان قانون من الدولة يمنع فصل
+
+811
+01:06:09,150 --> 01:06:13,490
+الموظفين، إيش معاهم اللي بدّك تعطيه فرصة وتعالجي
+
+812
+01:06:13,490 --> 01:06:16,910
+الخلل؟ فما تروحوا أنتِ مفصول، تقطع رزقه؟ لأ، ما عندهم
+
+813
+01:06:16,910 --> 01:06:21,510
+مش حاجة أزمة قطع أرزاق، ماشي، نعم؟ لو كانت ممكن
+
+814
+01:06:21,510 --> 01:06:25,870
+هذا شيء سلبي طبعاً، ليش سلبي؟ يعني ممكن الموظف خلاص
+
+815
+01:06:25,870 --> 01:06:28,810
+هو ضامن أنه بكل الأحوال هو مش هينفصل، اللي هو مش
+
+816
+01:06:28,810 --> 01:06:32,530
+هينفصل، آه، بأداء سيئ، أنا بحكي عن مجتمع
+
+817
+01:06:32,530 --> 01:06:37,320
+ياباني، يعني بيرفع الأخلاق، بدل إحنا أعطيناكي تأمين
+
+818
+01:06:37,320 --> 01:06:40,720
+ضمان إنك معنا مدى الحياة ومرتبك هيزيد وما فيش
+
+819
+01:06:40,720 --> 01:06:45,040
+مشاكل، المفروض أنتِ تبدعي في الشغل لأنه شغلك، مكانك،
+
+820
+01:06:45,040 --> 01:06:48,180
+طول عمرك فيه، طبعاً، يحق لك تغيّري المؤسسة، آه، يحبّ
+
+821
+01:06:48,180 --> 01:06:52,700
+تغيّري، غيري، لكن ما تيجيش المؤسسة تقول لكِ، اطلعي، واضح؟
+
+822
+01:06:52,700 --> 01:07:00,320
+أنا بحكي عن مجتمع ثاني، شكراً على السؤال، إيش أفضل
+
+823
+01:07:00,320 --> 01:07:01,480
+مؤسسات اليوم؟
+
+824
+01:07:03,940 --> 01:07:09,560
+المؤسسات اللي بتركز على الإنسان، ماشي، اللي هو
+
+825
+01:07:09,560 --> 01:07:14,020
+الموظف، نركز على إدارة الوقت، اللي هو العمل
+
+826
+01:07:14,020 --> 01:07:18,520
+الدقيق، طبعاً هذا كله هناخده في المستقبل، رأس
+
+827
+01:07:18,520 --> 01:07:23,860
+المال، المعرفة، اللي هي المعلومات، الإستقلالية، قيم
+
+828
+01:07:23,860 --> 01:07:31,140
+ثقافة المنظمة، هيكل تنظيمي بسيط، نعمل دراسة قبل أن
+
+829
+01:07:31,140 --> 01:07:35,100
+نتوسع أو نفتح فروع، اللي هو رقم 7، حرية المبادرة
+
+830
+01:07:35,100 --> 01:07:38,480
+والرقابة الذكية والمحكمة، الرقابة الذ
+
+889
+01:12:25,330 --> 01:12:30,070
+تهيب كل هذه المشاكل لحد ما أشهد و أبدأ أحضر تركيبة
+
+890
+01:12:30,070 --> 01:12:35,270
+لمضروم ضد الفساد فالتركيبة راح تخليني ما أخلي
+
+891
+01:12:35,270 --> 01:12:37,490
+فاسد واحد في البلد اللي هو بطارو
+
+892
+01:12:40,460 --> 01:12:44,460
+من الموظفين الذين يظبطون أمورهم بالليرة واليارتين لحد
+
+893
+01:12:44,460 --> 01:12:47,860
+الحرامية الكبار الذين استعملوا نفوذهم ليسيطروا على
+
+894
+01:12:47,860 --> 01:12:53,040
+مقاطع كبيرة و يسرقون ملايين  في البلد و
+
+895
+01:12:53,040 --> 01:12:56,920
+حتى الذي عامل اللي فيها حدث و بلف عصاه و يعمل
+
+896
+01:12:56,920 --> 01:13:00,240
+الذي يريد و كأنه لم يعمل شيئًا خاطئًا و يقول لك
+
+897
+01:13:00,240 --> 01:13:04,230
+بالأخير أنا ماشي على القانون وبما أنه عيد اليوم
+
+898
+01:13:04,230 --> 01:13:08,930
+العالمي لمكافحة الفساد رقم 912، فأعلن عن
+
+899
+01:13:08,930 --> 01:13:15,010
+المطلوب وعن شعار الحملة، لو كان الفساد رجلاً لطعمته
+
+900
+01:13:15,010 --> 01:13:15,850
+فيه،
+
+901
+01:13:24,690 --> 01:13:28,830
+مهلاً، أحياناً تشوف العلاقة أفضل، الكل لازم يطعّمه
+
+902
+01:13:28,830 --> 01:13:35,370
+وأنت فساد، أنت فساد، فساد، قفل، وجميع أشكالك، خلص
+
+903
+01:13:35,370 --> 01:13:49,510
+ماشي
+
+904
+01:13:49,510 --> 01:13:50,030
+بطولة
+
+905
+01:13:58,500 --> 01:14:05,600
+طيب، ما رأيكم؟ ما تعليقكم على الفيديو؟
+
+906
+01:14:05,600 --> 01:14:08,720
+بس إحنا شفنا المعارض ربما هذه عملت قطعين بس أنا
+
+907
+01:14:08,720 --> 01:14:12,240
+لم أشاهد ما هي القطعين، ماذا عملت؟ هي .. آه .. هي
+
+908
+01:14:12,240 --> 01:14:16,860
+الهدف .. هدف الفيديو أنه الفساد موجود، آه، لا يوجد
+
+909
+01:14:16,860 --> 01:14:20,830
+أخلاق، في .. في بعد عن الـ ... عن الأخلاق، فنحن مطلوب
+
+910
+01:14:20,830 --> 01:14:25,250
+... مطلوب هو يريد، يعني يريد بطريقة أو بأخرى يريد يـ ...
+
+911
+01:14:25,250 --> 01:14:28,570
+يبين، يعني يريد حل مشكلة الأخلاق من خلال هذا التطعيم
+
+912
+01:14:28,570 --> 01:14:33,230
+هذا الذي هو بشكل، يعني، غير مباشر، بطريقة غير
+
+913
+01:14:33,230 --> 01:14:38,710
+مباشرة، يريد أن يساعدنا أن نصل إلى ... يعني نبتعد عن
+
+914
+01:14:38,710 --> 01:14:41,750
+الفساد. أستاذة، الساعة معروفة تُكفّر الفساد في القرار
+
+915
+01:14:41,750 --> 01:14:46,950
+الكبير؟ آه، يعني يفسدون في الأرض، آه، آه، يفسدون
+
+916
+01:14:46,950 --> 01:14:54,750
+في الأرض، آه، يفسدون في الأرض، آه، يفسدون في
+
+917
+01:14:54,750 --> 01:14:59,030
+الأرض، آه، يفسدون في الأرض، آه،
+
+918
+01:14:59,030 --> 01:14:59,410
+يفسدون في الأرض، آه، يفسدون في الأرض، آه،
+
+919
+01:14:59,410 --> 01:14:59,610
+يفسدون في الأرض، آه، يفسدون في الأرض، آه،
+
+920
+01:14:59,610 --> 01:15:01,690
+يفسدون في الأرض، آه، يفسدون في الأرض، آه،
+
+921
+01:15:01,690 --> 01:15:06,870
+يفسدون في الأرض، آه، يفسدون في الأرض، آه،
+
+922
+01:15:06,870 --> 01:15:06,990
+يفسدون في الأرض، آه، يفسدون في الأرض، آه،
+
+923
+01:15:06,990 --> 01:15:10,200
+يفسدون في الأرض، قال رسول الله صلى الله عليه وسلم
+
+924
+01:15:10,200 --> 01:15:16,500
+إنما بعثت لأتمم مكارم الأخلاق، وقال أيضًا إن من
+
+925
+01:15:16,500 --> 01:15:22,120
+خياركم أحسنكم أخلاقًا، يبقى ديننا الإسلامي من
+
+926
+01:15:22,120 --> 01:15:28,180
+اهتمام كبير في غرس الأخلاق وفي زرع الأخلاق في
+
+927
+01:15:28,180 --> 01:15:34,200
+نفوس المسلمين، حتى أن القرآن ذكر، أو على قضية
+
+928
+01:15:34,200 --> 01:15:38,360
+الأخلاق في أكثر من 300 آية تحدثت فيها عن الأخلاق
+
+929
+01:15:38,360 --> 01:15:44,600
+وأكثر من 2200 حديث تحدث فيها رسول الله ﷺ عن
+
+930
+01:15:44,600 --> 01:15:49,420
+الأخلاق، هذا دليل كبير على أن الأخلاق شيء مهم
+
+931
+01:15:49,420 --> 01:15:53,980
+و شيء أساسي في حياتنا، الأصل أن نهتم به، لكن أين
+
+932
+01:15:53,980 --> 01:15:57,920
+نحن من هذه الأخلاق؟ أين تطبيق هذه الأخلاق في
+
+933
+01:15:57,920 --> 01:16:02,720
+حياتنا؟ أكيد بدها إعادة نظر وبدها عودة مرة أخرى
+
+934
+01:16:02,720 --> 01:16:07,380
+لتطبيق أخلاقنا الإسلامية، سؤالي يا أستاذ، أستاذ أنتَ
+
+935
+01:16:07,380 --> 01:16:11,080
+لماذا الحديث الشريف ذكر مكارم الأخلاق ولم يذكر
+
+936
+01:16:11,080 --> 01:16:15,670
+الأخلاق؟ مكارم الأخلاق هو يدعو إلى أحسن الأخلاق،
+
+937
+01:16:15,670 --> 01:16:19,250
+يعني أكرم الأخلاق، أفضل الأخلاق، يعني الأخلاق أصلاً
+
+938
+01:16:19,250 --> 01:16:23,190
+موجودة منذ خلق البشرية، والأنبياء السابقون حكوا
+
+939
+01:16:23,190 --> 01:16:27,490
+عنها، نعم، الـ South Asia كان أعلى مرتبة في الأخلاق،
+
+940
+01:16:27,490 --> 01:16:33,550
+تفضلي. نتعرض اليوم في لقائنا لمحورين، المحور الأول
+
+941
+01:16:33,550 --> 01:16:36,810
+يتحدث فيه عن أخلاقيات الأعمال، والجزء الثاني راح
+
+942
+01:16:36,810 --> 01:16:41,590
+نتكلم فيه عن المسؤولية الاجتماعية، وهذه موجزة لهذه
+
+943
+01:16:41,590 --> 01:16:47,970
+المادة. نحن في حاجة ماسة للسلوك الأخلاقي بالذات
+
+944
+01:16:47,970 --> 01:16:51,350
+في إدارة الأعمال، إذا كنا في مجتمعاتنا كلها
+
+945
+01:16:51,350 --> 01:16:56,210
+محتاجين للأخلاق، لكن بشكل خاص أيضًا نحن نحتاج إليها
+
+946
+01:16:56,210 --> 01:17:01,330
+في إدارة الأعمال، نحتاج بشكل خاص للأخلاق، طيب ليش؟
+
+947
+01:17:01,330 --> 01:17:04,790
+ليش من وجهة نظركم؟ ليش نحن نحتاج الأخلاق في
+
+948
+01:17:04,790 --> 01:17:08,030
+إدارة الأعمال؟ ما رأيكم؟ إذا كان هذا موجود في
+
+949
+01:17:08,030 --> 01:17:10,590
+الإدارة، كل المنظمة، كل الكشف
+
+950
+01:17:24,660 --> 01:17:31,490
+التطور الحاصل في المجتمعات وزيادة الأعمال، صار في
+
+951
+01:17:31,490 --> 01:17:39,230
+حاجة ماسة لضبط هذه القضية، الأعمال لابد أن يكون هناك
+
+952
+01:17:39,230 --> 01:17:43,810
+ضابط يحفظ هذه الأعمال من أي خروقات في السلوك
+
+953
+01:17:43,810 --> 01:17:48,340
+الأخلاقي، لابد أن يكون هناك أخلاق تضبط، تضبط هذا
+
+954
+01:17:48,340 --> 01:17:52,660
+السلوك حتى لا تحدث مشاكل اقتصادية أو مشاكل يتضرر
+
+955
+01:17:52,660 --> 01:17:56,800
+فيها الآخرون من الناس، فصار في ضرورة وحاجة ماسة
+
+956
+01:17:56,800 --> 01:18:01,960
+ويمكن أكثر حاجة يعني ظهرت وصار فيه هو بدأت الحديث
+
+957
+01:18:01,960 --> 01:18:05,800
+عن، يعني، هم ليسوا مسلمين، لكن بالرغم من ذلك أصبحوا
+
+958
+01:18:05,800 --> 01:18:10,880
+يتحدثون عن قضية الأخلاق، بدأت الحديث فيها عن قضية
+
+959
+01:18:10,880 --> 01:18:15,200
+الأخلاق في أواخر القرن العشرين وبدايات القرن
+
+960
+01:18:15,200 --> 01:18:20,790
+الحادي والعشرين، ويمكن الذي أوجد هذه القضية وساعد في
+
+961
+01:18:20,790 --> 01:18:24,770
+ظهور هذه القضية هي فضيحة شركة أنرون أو إنرون
+
+962
+01:18:24,770 --> 01:18:31,870
+هذه الشركة، شركة كبيرة، يعني أعلنت إفلاسها
+
+963
+01:18:31,870 --> 01:18:38,210
+فجأة في سنة 2001 نتيجة ممارسات محاسبية غير أخلاقية
+
+964
+01:18:38,210 --> 01:18:40,850
+إذن هنا يا أخوان، ركزوا معنا على موضوع مهم
+
+965
+01:18:40,850 --> 01:18:43,970
+لموضوع الـ Ethics أو الـ Ethical، يعني أخلاقيات
+
+966
+01:18:43,970 --> 01:18:47,350
+المهنة، زي ما قلنا أخلاقيات مهنة الطب، أخلاقيات
+
+967
+01:18:47,350 --> 01:18:51,010
+مهنة المحاماة، أخلاقيات مهنة المحاسبة أو مهنة
+
+968
+01:18:51,010 --> 01:18:54,230
+الهندسة، عندنا كمان أخلاقيات العمل الإداري، لازم
+
+969
+01:18:54,230 --> 01:18:58,030
+تكون في جميع ما ذكرت سابقًا من الأمثلة، الآن سواء
+
+970
+01:18:58,030 --> 01:19:02,590
+كنتَ مسلمًا أو غير مسلم، الأخلاق شيء إنساني
+
+971
+01:19:02,590 --> 01:19:06,300
+متعارف عليه، يعني الأمانة ليست للمسلمين فقط، ممكن تتعامل
+
+972
+01:19:06,300 --> 01:19:09,940
+مع واحد غير مسلم وتسمع منه كلامًا، كان عنده أمانة،
+
+973
+01:19:09,940 --> 01:19:13,780
+الأمانة شيء، أو الأخلاق نبع من داخلنا، لهذا السبب
+
+974
+01:19:13,780 --> 01:19:16,500
+الحاجة التي تجمعنا كبشر، الإنسانية، ومن ضمن
+
+975
+01:19:16,500 --> 01:19:20,850
+الإنسانية هي الأخلاق. ماشي، عندنا قصة لشركة
+
+976
+01:19:20,850 --> 01:19:24,710
+"إينرون"، نشوف لما الفساد يدخل المؤسسات، ماذا يحدث
+
+977
+01:19:24,710 --> 01:19:29,490
+فيه، فنعم، لما ظهر هذا الفساد، يعني أدى إلى خسائر
+
+978
+01:19:29,490 --> 01:19:34,790
+كبيرة لهذه الشركة، فجأة سقطت، أكبر شركات العالم من
+
+979
+01:19:34,790 --> 01:19:38,450
+هذه الشركات، من شركات الطاقة، سقطت هذه الشركة أو
+
+980
+01:19:38,450 --> 01:19:44,190
+أعلنت انهيارها في عهد بوش، فنتيجة هذا الانهيار،
+
+981
+01:19:44,190 --> 01:19:49,500
+5000 موظف. إذن، اللحظة، ما أشكال الفساد المتوقعة
+
+982
+01:19:49,500 --> 01:19:57,620
+التي أدت إلى إفلاسها؟ ماذا كانوا يفعلون؟ الاختلاسات،
+
+983
+01:19:57,620 --> 01:20:04,440
+السرقة، ممتاز، الرشوة والواسطة، تسريب أسرار
+
+984
+01:20:04,440 --> 01:20:09,520
+المؤسسة، بيعها للمنافسين، أعمال غير قانونية،
+
+985
+01:20:09,520 --> 01:20:13,520
+استخدام أدوات المؤسسة للمصالح الشخصية، ليس لخدمة
+
+986
+01:20:13,520 --> 01:20:19,440
+المؤسسة. ماشي، تفضلي. إذن هذه فضيحة شركة إنرون، هذه
+
+987
+01:20:19,440 --> 01:20:24,080
+كلها تؤدي إلى فساد المؤسسات. صحيح، إذن أخواتي
+
+988
+01:20:24,080 --> 01:20:29,060
+المؤسسات، المؤسسات أكثر شيء تهتم بسمعتها، والسمعة
+
+989
+01:20:29,060 --> 01:20:34,820
+هذه من أين تأتي؟ يعني أنا كرئيس شركة أو كمسؤولة عن
+
+990
+01:20:34,820 --> 01:20:39,460
+شركة، أي خطأ يؤثر على سمعتي، الأصل أني
+
+991
+01:20:39,460 --> 01:20:42,740
+أعالجه قبل وقوع هذا الخطأ، وهذا الذي اهتم به
+
+992
+01:20:42,740 --> 01:20:46,730
+علماء الإدارة. هنا خطأ عادي، خطأ عادي، زي اللي
+
+993
+01:20:46,730 --> 01:20:50,830
+لا تعملين شغلة، شغل طولك إيه؟ أنا كإنسان أخطئ عاديًا،
+
+994
+01:20:50,830 --> 01:20:56,310
+وفي أشياء لا، ضميري يأنبني وأنا أعمل حالة ما أعيش
+
+995
+01:20:56,310 --> 01:21:00,370
+خلاص، وأروح أعملها، أنا أعرف أن هذا الشخص ليس
+
+996
+01:21:00,370 --> 01:21:04,510
+مؤهلًا للعمل، وضميري يأنبني وأنا خائفة أشتغل، لكن برضه
+
+997
+01:21:04,510 --> 01:21:09,730
+عينته، لخاطر فلانة عليّ، أو أعرف أنه ... خذ بالك الدا one يبدأ على الثمانية وينتهي على
+
+998
+01:21:09,730 --> 01:21:12,550
+الثلاثة، لو أنتِ روحتِ ... زي ما يحدث ... روحت اثنين ونصف، النصف ستُحاسبين عليه، لماذا؟ لأنه من المفترض
+
+999
+01:21:12,550 --> 01:21:15,710
+النصف يكون ملك المؤسسة، ليس ملكك، لكن نحن يحدث
+
+1000
+01:21:15,710 --> 01:21:19,090
+في ... طبعًا، كيف يبدأ الفساد عند المؤسسة؟ يبدأ
+
+1001
+01:21:19,090 --> 01:21:24,170
+بالتساهل، وكمان يقول لنفسه، مهم، غير مهم، يقولوا
+
+1002
+01:21:24,170 --> 01:21:26,630
+يساووا، زي... يقدّمه برا، مهانة من الصبح في الشغل
+
+1003
+01:21:26,630 --> 01:21:30,030
+تعمل، تخلصها وحدها، واضح؟ فتبدأ شيئًا فشيئًا المعصية
+
+1004
+01:21:30,030 --> 01:21:34,050
+معها، تدخل في الفوضى، تدخل في الفساد. تفضلي، عندنا
+
+1005
+01:21:34,050 --> 01:21:37,530
+نحن الآن، مجموعة التعريفات سنتعرض لها، مفاهيم
+
+1006
+01:21:37,530 --> 01:21:41,610
+أساسية. تفضلي، آه، مفاهيم أساسية في أخلاقيات
+
+1007
+01:21:41,610 --> 01:21:44,910
+الأعمال، المفهوم الأول الذي هو تعريف الأخلاق، من
+
+1008
+01:21:44,910 --> 01:21:48,770
+يُعرّف لنا الأخلاق؟ ماذا هي الأخلاق؟ أخلاق، والله
+
+1009
+01:21:48,770 --> 01:21:53,090
+فلانة، ما شاء الله عليها، أخلاقها عالية، ماذا يأتي على
+
+1010
+01:21:53,090 --> 01:21:55,330
+بالكِ يعني؟ بيض عينيها زرقاء أو ماذا؟ يعني لما نقول
+
+1011
+01:21:55,330 --> 01:21:58,870
+فلانة عندها أخلاق، تشعرين بالراحة والطمأنينة أو
+
+1012
+01:21:58,870 --> 01:22:03,610
+تخافين؟ بالراحة والطمأنينة، طيب، ما هي الأخلاق؟ أنا
+
+1013
+01:22:03,610 --> 01:22:06,590
+أتفضل.
+
+1014
+01:22:06,590 --> 01:22:13,530
+ممتاز، تفضلي، إذن، نعم، إذن هي مجموعة من المبادئ
+
+1015
+01:22:13,530 --> 01:22:13,950
+والمعايير والقيم التي تحكم سلوك الأفراد والجماعات.
+
+1016
+01:22:19,090 --> 01:22:24,770
+لما نقول سيدة عندها أخلاق، معناها حياتها ماشية
+
+1017
+01:22:24,770 --> 01:22:29,410
+ضمن مبادئ معينة، هي لا تسمح لنفسها بتجاوزها، فلو
+
+1018
+01:22:29,490 --> 01:22:33,820
+أنا قلت لها خذي جوالي أمانة عندك ورجعت بعد فترة
+
+1019
+01:22:33,820 --> 01:22:38,680
+أجد جوالي كما هو، عندها ماذا؟ عندها أمانة، إذن
+
+1020
+01:22:38,680 --> 01:22:42,360
+الأخلاق مجموعة المبادئ والقيم الموجودة عند
+
+1021
+01:22:42,360 --> 01:22:46,240
+الإنسان، هذه المبادئ تُقوِّم سلوكه، هذا صحيح، هذا خطأ،
+
+1022
+01:22:46,240 --> 01:22:49,800
+واضح؟ نقول الحقيقة أو نكذب؟ ما رأيكم؟
+
+1023
+01:22:49,800 --> 01:22:55,420
+الأخلاق عبارة عن مبادئ ومعايير تحكم سلوك، زي ما
+
+1024
+01:22:55,420 --> 01:22:58,940
+قلنا، إذا كان الضمير صحيحًا، يهدي الإنسان، إذا كان
+
+1025
+01:22:58,940 --> 01:23:03,680
+الضمير... الله يرحمه، تجد الواحد كأنه يعيش في غابة. إذا
+
+1026
+01:23:03,680 --> 01:23:09,220
+الأخلاق هي الجانب الإيجابي في حياة أي إنسان،
+
+1027
+01:23:09,220 --> 01:23:12,500
+الإنسان في فترة ما يكون صادقًا، يكون عنده أمانة، يعيش
+
+1028
+01:23:12,500 --> 01:23:17,720
+في بيئة فيها غش وخداع وخيانة، يصبح مثلهم، لكن لو
+
+1029
+01:23:17,720 --> 01:23:21,980
+تركناه لحاله، نقول والله الإنسان بريء، غير متلون،
+
+1030
+01:23:21,980 --> 01:23:25,940
+أتفضل. إذن، بما أن الأخلاق فيها صح، الأخلاق الأصل يكون
+
+1031
+01:23:25,940 --> 01:23:29,520
+... يعني الذي يميز بين الصحيح والخطأ، هناك السلوك
+
+1032
+01:23:29,520 --> 01:23:33,780
+الأخلاقي، وهو السلوك الصائب، السلوك الأخلاقي يبقى
+
+1033
+01:23:33,780 --> 01:23:39,500
+هو السلوك الصائب، أما السلوك اللاأخلاقي فهو
+
+1034
+01:23:39,500 --> 01:23:44,060
+السلوك الذي لا يخضع لمبادئ الأخلاق. بالمجموعة،
+
+1035
+01:23:44,060 --> 01:23:48,280
+الأخلاق، قلنا هي مجموعة المبادئ، ومتباينين المبادئ،
+
+1036
+01:23:48,280 --> 01:23:51,080
+الحمد لله، لكن غير متناسقة في الصدف. سلمت على سحر
+
+1037
+01:23:51,080 --> 01:23:54,400
+كيف حالك؟ راح تسحر، شوف السماء، قاعد تتكلم على سحر
+
+1038
+01:23:54,400 --> 01:23:57,860
+طب وعن الأخلاق والنباتة التي تغني فيها ده؟
+
+1039
+01:23:57,860 --> 01:24:03,990
+إذن السلوك غير الأخلاقي هو القاعدة، السلوك، هل أنا
+
+1040
+01:24:03,990 --> 01:24:07,030
+الكلام الذي أؤمن أنه صحيح بطبيعة الحال؟ لا يجوز يا جماعة
+
+1041
+01:24:07,030 --> 01:24:10,950
+نتحدث عنه وهي غير موجودة. طيب، شوفت سائحة من
+
+1042
+01:24:10,950 --> 01:24:16,890
+خارج اليوم؟ ما أنتِ تتحدثين، ماشي. إذا
+
+1043
+01:24:16,890 --> 01:24:21,870
+السلوك الأخلاقي أن أتصرف بشكل سليم، السلوك
+
+1044
+01:24:21,870 --> 01:24:24,710
+اللاأخلاقي أن أتصرف بشكل خاطئ. ماشي،
+
+1045
+01:24:24,710 --> 01:24:28,530
+أنا أعرف أن هناك أمانة، لكن عندي خيار، معلمة
+
+1046
+01:24:28,530 --> 01:24:33,230
+أعرف أن المبلغ هذا والمستندات المحاسبية ماشية
+
+1047
+01:24:33,230 --> 01:24:39,950
+بشكل معين، أروح ألعب فيها، وآخذ شوية فلوس.
+
+1048
+01:24:39,950 --> 01:24:42,290
+إذن الأخلاق هي القاعدة، الالتزام بالأخلاق معناه عندي
+
+1049
+01:24:42,290 --> 01:24:46,820
+السلوك أخلاقي، معناه أني ماشية صحيح، عدم الالتزام
+
+1050
+01:24:46,820 --> 01:24:49,600
+بالأخلاق معناه أني مخالفة للأخلاق وماشية
+
+1051
+01:24:49,600 --> 01:24:54,540
+بالطريقة الخاطئة، الخطأ الذي تتحدثين عنه هو الفساد.
+
+1052
+01:24:54,540 --> 01:24:57,560
+أيضًا عندنا المشكلة الأخلاقية، المشكلة الأخلاقية
+
+1053
+01:24:57,560 --> 01:25:00,480
+هي عبارة عن مواقف يرتبط فيها بخيارات سلوكية ينجم
+
+1054
+01:25:00,480 --> 01:25:
+
+1111
+01:29:21,370 --> 01:29:29,350
+الناس مصالحهم، واضح؟ إذا المشاكل الأخلاقية،
+
+1112
+01:29:29,350 --> 01:29:34,190
+مش فقط بالك يروح لإيش تاني يروحش لأكل حاجة مخالفة
+
+1113
+01:29:34,190 --> 01:29:39,110
+للدين ومخالفة لفطرة الإنسان تندرج تحت المشاكل
+
+1114
+01:29:39,110 --> 01:29:42,490
+الأخلاقية، حتى الغيبة والنميمة، حتى الموظفين
+
+1115
+01:29:42,490 --> 01:29:46,350
+اللي بيحفظوا لبعض، وبس زميلهم غايب جاعدين بنطفوا
+
+1116
+01:29:46,350 --> 01:29:50,610
+فيه، هذه كلها مشاكل أخلاقية، ليش؟ لأنها بتنقص أخلاق
+
+1117
+01:29:50,610 --> 01:29:55,870
+الإنسان، فضلًا. المفهوم الآخر اللي عندنا هو موضوع
+
+1118
+01:29:55,870 --> 01:30:00,580
+الأخلاقيات الإدارية، من منطق رأينا اللي هو الأخلاق
+
+1119
+01:30:00,580 --> 01:30:03,760
+الإدارية؟ ما هي الأخلاق الإدارية؟ ‏- دعيني أخصصها
+
+1120
+01:30:03,760 --> 01:30:06,720
+قليلًا ‏- أيوة، نعم هناك مشكلة أخلاقية أو أخلاق
+
+1121
+01:30:06,720 --> 01:30:10,140
+بشكل عام، والآن نتكلم عن الأخلاقيات الإدارية ‏-
+
+1122
+01:30:10,140 --> 01:30:14,100
+أتفضلي ‏- هي المعايير الأخلاقية التي توجه سلطة
+
+1123
+01:30:14,100 --> 01:30:17,300
+المدراء في العمل ‏- نعم، يبقى هي معايير كالمقياس أو
+
+1124
+01:30:17,300 --> 01:30:21,900
+موازين أُقيس بناء عليها، أُقيس منظومة الأخلاق الخاصة بـ
+
+1125
+01:30:21,900 --> 01:30:26,560
+المؤسسة ‏- الخاصة بالمدير ‏- آه، المدير ‏- هذا سحب
+
+1126
+01:30:26,560 --> 01:30:32,680
+قرار المدير غير صحيح، وسَميرة ليست قريبته، الاثنان
+
+1127
+01:30:32,680 --> 01:30:40,300
+تأخرا في يومهما، التأخر عن الدوام، من يعطينا
+
+1128
+01:30:40,300 --> 01:30:44,280
+الموقف الذي يكون فيه المدير وما عنده شُخْصِيّة؟ فضلًا،
+
+1129
+01:30:44,280 --> 01:30:48,600
+نحن
+
+1130
+01:30:48,600 --> 01:30:52,060
+نقيسه سُهْرًا، أنه يُمَيِّز، مش شايفها وهي متأخرة
+
+1131
+01:30:52,060 --> 01:30:56,760
+ويُعاقِب سميرة، وينزل عليها الشغل والقوانين والإنذارات
+
+1132
+01:30:57,260 --> 01:31:00,800
+إذن هذا عنده خلل في  إحساسه، الخلل فيه، لأنه دخل
+
+1133
+01:31:00,800 --> 01:31:06,630
+بمسألة شخصية وصرف بشكل غير موضوعي، بتعمل فيه أبو
+
+1134
+01:31:06,630 --> 01:31:10,170
+الإدارة، والنماذج  الخارجة عن العمل، تسأل الاثنين، لماذا
+
+1135
+01:31:10,170 --> 01:31:13,770
+تأخرتما؟  لماذا تسأل واحد والآخر  والتعامل  غير  عادل،
+
+1136
+01:31:13,770 --> 01:31:17,090
+هيكون موجود في المؤسسة، فضلك، آخر مفهوم سنُتكلم
+
+1137
+01:31:17,090 --> 01:31:21,150
+فيه عن القيم، والقيم هي عبارة عن قناعات عامة حول
+
+1138
+01:31:21,150 --> 01:31:25,510
+السلوك المناسب، هذه هي المفاهيم التي تكلمنا فيها
+
+1139
+01:31:25,510 --> 01:31:28,390
+عن الإدارة أو عن الأخلاق، يعني الناس تركوا عندي
+
+1140
+01:31:28,390 --> 01:31:35,170
+أمانة ولم يرجعوا ليأخذوها، أتصرف فيها أم أبقى مخبئها؟
+
+1141
+01:31:35,170 --> 01:31:42,930
+أتصرف فيها أم أبقى مخبئها؟
+
+1142
+01:31:42,930 --> 01:31:46,370
+أتصرف فيها أم أبقى مخبئها؟
+
+1143
+01:31:46,370 --> 01:31:47,970
+مخبئها؟ أتصرف فيها أم أبقى مخبئها؟
+
+1144
+01:31:47,970 --> 01:31:49,870
+مخبئها؟ أتصرف فيها أم أبقى مخبئها؟
+
+1145
+01:31:49,870 --> 01:31:51,390
+مخبئها؟ أتصرف فيها أم أبقى مخبئها؟
+
+1146
+01:31:51,390 --> 01:31:51,510
+مخبئها؟ أتصرف فيها أم أبقى مخبئها؟
+
+1147
+01:31:51,510 --> 01:31:53,830
+مخبئها؟ أتصرف فيها أم أبقى مخبئها؟
+
+1148
+01:31:53,830 --> 01:31:59,260
+مخبئها؟ إذن القيم أنك
+
+1149
+01:31:59,260 --> 01:32:01,680
+تصير... يعني مثلًا أنك اليوم ذاهب في رحلة، أنت
+
+1150
+01:32:01,680 --> 01:32:06,540
+والأولاد والعائلة، لو عندك قيم، زي ما دخلت على مكان
+
+1151
+01:32:06,540 --> 01:32:10,100
+أو على شاطئ البحر نظيفًا، وأنت تطلع تجيب كيسًا، تلمّ
+
+1152
+01:32:10,100 --> 01:32:16,200
+كل المأكولات والحاجات، وتدخل المكان نظيفًا، أنت مقتنع
+
+1153
+01:32:16,200 --> 01:32:20,620
+أن رأيك صحيح، طب الناس حولك كلهم عاملين بعثرَة؟
+
+1154
+01:32:20,620 --> 01:32:24,440
+ليس لك علاقة بالناس؟ وابنك يشرب عصيرًا
+
+1155
+01:32:24,440 --> 01:32:29,140
+ورماه، تَنهَاه، لا يُفعَل ذلك، طب ما هي الناس ترميه؟
+
+1156
+01:32:29,140 --> 01:32:32,780
+لا، ليس لأن الناس يفعلون خطأ، نحن لا نُخطئ، إذن
+
+1157
+01:32:32,780 --> 01:32:36,040
+القيم هي قناعات حول السلوك، أنت هكذا مقتنعة أنك
+
+1158
+01:32:36,040 --> 01:32:39,820
+المكان أو المطعم الذي جلست فيه زي ما دخلته نظيفًا
+
+1159
+01:32:39,820 --> 01:32:44,400
+يخرج منه نظيفًا، صحيح؟ هل الناس مقتنعون أو غير
+
+1160
+01:32:44,400 --> 01:32:46,700
+مقتنعين، ليس لك علاقة، لن تُحاسَب عليها، هل
+
+1161
+01:32:46,700 --> 01:32:49,540
+نُسميها ماذا؟ قيم، واضح؟ فضلًا
+
+1162
+01:32:52,380 --> 01:32:57,160
+لحظة، لدينا سؤال يا أخوات، مثال على المشاكل الأخلاقية
+
+1163
+01:32:57,160 --> 01:33:03,580
+علي موظف مؤسسة حصل على رشوة، لن يكون قد حصل على رشوة
+
+1164
+01:33:03,580 --> 01:33:07,320
+من أجل مصلحة شخصية، يعني مقابل، ماذا فعل علي؟ هنا
+
+1165
+01:33:07,320 --> 01:33:12,420
+تبدأ المشاكل، تسريب عروض أسعار المناقصات، هذا ما
+
+1166
+01:33:12,420 --> 01:33:16,900
+نفعله، أعطاه وجاءت الناس تُقدّم مناقصات أقل
+
+1167
+01:33:16,900 --> 01:33:21,590
+سعرًا، نحن نأخذه، المفروض قرعة والناس جميعًا، ماذا
+
+1168
+01:33:21,590 --> 01:33:27,410
+فعل علي؟ فتح العروض وظهر أقل سعر وسرّبه للناس
+
+1169
+01:33:27,410 --> 01:33:33,150
+الذين أعطوه رشوة، فجاءت الناس بأسعار أقل، واضح أن
+
+1170
+01:33:33,150 --> 01:33:36,190
+مشكلة ماذا؟ مشكلة أخلاقية، عندما تكلمت عن أزمتكم
+
+1171
+01:33:36,190 --> 01:33:39,790
+مع الشركة، قبل أن أحكي لكم، أسباب رفع الأسعار، أنه
+
+1172
+01:33:39,790 --> 01:33:44,230
+ممكن أن يكون موظف هو سبب الأسعار الموجودة، فضلًا، نحن
+
+1173
+01:33:44,230 --> 01:33:48,230
+نتكلم الآن عن مجالات تأثير الأخلاق على عمل المدير
+
+1174
+01:33:56,940 --> 01:34:03,980
+لدينا ثلاثة أشخاص أو ثلاثة عناصر، سيكون لدينا
+
+1175
+01:34:03,980 --> 01:34:09,280
+العاملون أو المنظمة،
+
+1176
+01:34:09,280 --> 01:34:15,580
+وفي لدينا الموظفون أو العاملون، وفي لدينا كمان
+
+1177
+01:34:15,580 --> 01:34:22,220
+الذين نسميهم الأطراف الأخرى، المنافسون أو
+
+1178
+01:34:22,220 --> 01:34:29,220
+البيئة، مصر أو مصر. آه، ممكن يكون المنافسون
+
+1179
+01:34:29,220 --> 01:34:32,800
+الموردون، المستهلكون، كل هذه عناصر أخرى، الآن
+
+1180
+01:34:32,800 --> 01:34:37,260
+نريد معرفة العلاقة، ما العلاقة بين المنظمة والموظفين؟
+
+1181
+01:34:37,260 --> 01:34:42,600
+علاقة الموظفين بالمنظمة، وعلاقة المنظمة والموظفين
+
+1182
+01:34:42,600 --> 01:34:46,680
+بالأطراف الأخرى، هذا ما سنتكلم عنه في مجالات
+
+1183
+01:34:46,680 --> 01:34:50,700
+تأثير الأخلاق، كيف تؤثر الأخلاق في تعامل المنظمة
+
+1184
+01:34:51,330 --> 01:34:56,550
+تعامل المنظمة مع الموظفين، كيف تتأثر المنظمة في
+
+1185
+01:34:56,550 --> 01:34:59,590
+تعاملها مع الموظفين؟ كيف تؤثر الأخلاق في تعامل
+
+1186
+01:34:59,590 --> 01:35:08,970
+المنظمة مع العاملين فيها؟ الآن، المنظمة تتعامل مع
+
+1187
+01:35:08,970 --> 01:35:16,480
+الموظفين، كيف يؤثر... لا، المدراء، يعني، آه، المدراء،
+
+1188
+01:35:16,480 --> 01:35:21,700
+المنظومة الإدارية، يعني كمدراء، نحن، كيف تؤثر
+
+1189
+01:35:21,700 --> 01:35:26,980
+الأخلاق في الموظفين، إذا المقصود بالمنظمة هنا، ليس
+
+1190
+01:35:26,980 --> 01:35:30,380
+المباني فقط، صحيح، مجلس الإدارة والمدراء في
+
+1191
+01:35:30,380 --> 01:35:34,270
+مستويات الإدارة، هم المنظمة، كيف سيتعاملون مع
+
+1192
+01:35:34,270 --> 01:35:37,010
+الموظفين الذين لا يشغلون مناصب إدارية، وكيف
+
+1193
+01:35:37,010 --> 01:35:41,630
+سيتعاملون مع الناس خارج المؤسسة، المنظمة يكون فيها
+
+1194
+01:35:41,630 --> 01:35:45,030
+يا أخوات، رأس الهرم مثلًا، نأخذ من آخر وننتظر
+
+1195
+01:35:45,030 --> 01:35:49,850
+حدًّا يُوَظِّفنا، حينما أردوغان قبل 15 سنة تولى الرئاسة
+
+1196
+01:35:49,850 --> 01:35:52,950
+التركية، ماذا قال؟ الرئاسي الذي صدق في تركيا، عرفنا شيء
+
+1197
+01:35:52,950 --> 01:35:57,510
+قال، قال: أنا لا أصدق، إلاّ حينما يأتي القاعد ويقول: أنا لا
+
+1198
+01:35:57,510 --> 01:36:03,210
+أصدق، ما حسابه القاعدة؟ الناس، البطّالة الخاصة به؟ لا
+
+1199
+01:36:03,210 --> 01:36:07,410
+يسرقون، هل سيَسرقون؟ لا، لن يسرقوا، لن يسرقوا، إذا كانت
+
+1200
+01:36:07,410 --> 01:36:10,610
+الإدارة العليا، نحن عندما نجربها، إذا سارت على
+
+1201
+01:36:10,610 --> 01:36:14,510
+الطريق المستقيم، جميعنا نسير وراءها، إذا كان هناك فساد ورشوة
+
+1202
+01:36:14,510 --> 01:36:20,150
+جميعنا كـذلك، إذا نأخذ بالنا القائد هذا، القائد كالـ
+
+1203
+01:36:20,150 --> 01:36:24,440
+قاعدة، هو الذي نُحكم به، قال: أنا لا أسرق، طيب،
+
+1204
+01:36:24,440 --> 01:36:27,960
+لما قال: أنا لا أسرق، هل مجرّد شعار، ادعاء، أم يوجد
+
+1205
+01:36:27,960 --> 01:36:32,920
+فعلٌ، لا يسرق؟ ما هو لو كان مثلًا قال: أنا أسرق
+
+1206
+01:36:32,920 --> 01:36:37,300
+وأسرق من تحت الطاولة، سيفعل مثله، سيقولون: نحن أهل
+
+1207
+01:36:37,300 --> 01:36:40,580
+الشرف والنزاهة، وبعدين يسرقون من تحت الطاولة، إذن
+
+1208
+01:36:40,580 --> 01:36:43,240
+نأخذ بالنا، المنظمة التي إدارتها العليا هي التي تحكم
+
+1209
+01:36:43,240 --> 01:36:46,680
+أخلاق المؤسسة، إذا كانوا يسيرون بشكل صحيح، جميع الموظفين
+
+1210
+01:36:46,680 --> 01:36:50,000
+يسيرون بشكل صحيح، والزبائن أيضًا، أما إذا كان هناك أمور من تحت
+
+1211
+01:36:50,000 --> 01:36:52,760
+الطاولة، الفساد، سيحدث الشيء نفسه، تفضلي. يبقى إذن
+
+1212
+01:36:52,760 --> 01:36:57,520
+المنظمة في تعاملها مع الموظفين، يعني عندما تتعاقد
+
+1213
+01:36:57,520 --> 01:37:02,360
+معهم، تتعاقد وفقًا لأصول أخلاقية، عندما تُسَرِّحهم من
+
+1214
+01:37:02,360 --> 01:37:06,660
+العمل، أيضًا وفقًا لأصول أخلاقية، وهي تُوزِّع الأجور،
+
+1215
+01:37:06,660 --> 01:37:12,020
+تراعي مصالح العمال ومصالح الموظفين، لأن الأصل في العقل
+
+1216
+01:37:12,020 --> 01:37:17,120
+نحن نلتزم به، صحيح، تكون واضحة، مواعيد عملك
+
+1217
+01:37:17,120 --> 01:37:23,100
+من البداية، لا نُخلِفها، الراتب، لا نُغيِّر الراتب
+
+1218
+01:37:23,100 --> 01:37:27,520
+بعدها، ظروف العمل، الإجازات، الوصف الوظيفي،
+
+1219
+01:37:27,520 --> 01:37:35,780
+والمهام من البداية، هذا كان واضحًا، لم نكن
+
+1220
+01:37:35,780 --> 01:37:42,130
+مُخْتَالين، إنما ملتزمين، لنُنفِّذ، نلتزم، فضلًا
+
+1221
+01:37:42,130 --> 01:37:46,530
+صحيحًا، المجال الثاني، وهو علاقة الموظفين بالمنظمة،
+
+1222
+01:37:46,530 --> 01:37:50,670
+أحيانًا، كما شرحنا مثال سحر وسَميرة، عندما الاثنان
+
+1223
+01:37:50,670 --> 01:37:54,810
+أتيا متأخرين، والمدير عاقب سميرة لأنها ليست
+
+1224
+01:37:54,810 --> 01:37:57,710
+قريبته، وسحر قريبته، عاملًا أنه لا يراها، يجب أن يكون
+
+1225
+01:37:57,710 --> 01:38:00,910
+لا يوجد تمييز بين الموظفين،
+
+1226
+01:38:00,910 --> 01:38:08,770
+يعني المدراء والإدارة الوسطى
+
+1227
+01:38:08,770 --> 01:38:11,790
+جميعهم يأخذون نفس الراتب، يُعاملون بنفس المعاملة،
+
+1228
+01:38:11,790 --> 01:38:15,830
+يُدرِّسون في نفس المدارس، الدوام واحد، لا يوجد تمييز، وهكذا
+
+1229
+01:38:15,830 --> 01:38:19,790
+كذلك، مثلًا في بعض الدول ولله الحمد ليس لدينا، يُعاني
+
+1230
+01:38:19,790 --> 01:38:24,630
+من التمييز العرقي، حسب الأصول،
+
+1231
+01:38:24,630 --> 01:38:29,630
+أصلك ليس من البلد، فأنت غريب، أو عندهم القَبَليّة،
+
+1232
+01:38:29,630 --> 01:38:33,810
+أشعر بها، هذا في بعض الدول، أنت من قبيلة كذا، لا تُحضِرين
+
+1233
+01:38:33,810 --> 01:38:36,870
+ولا تعملين، ولا أحد يراكِ في العمل، وتحصلين على راتبك
+
+1234
+01:38:36,870 --> 01:38:40,630
+ولله الحمد، فقط بسبب قبيلتك، ليس بسبب شخصك ولا بسبب
+
+1235
+01:38:40,630 --> 01:38:43,870
+مهاراتك، صحيح؟ فهذا اسمه تمييز، شخص آخر  يقول
+
+1236
+01:38:43,870 --> 01:38:46,090
+إنه من قبيلة معينة،  ويذهب إليه طول النهار، ولا
+
+1237
+01:38:46,090 --> 01:38:50,370
+يُرَى، هذا ما نسميه تمييزًا، لدينا أيضًا التمييز
+
+1238
+01:38:50,370 --> 01:38:54,390
+في بعض الشعوب يكون على أساس اللون، تشعرين على
+
+1239
+01:38:54,390 --> 01:38:58,070
+نفسك... رأسك... شعرك أبيض، على رأسك ريشة فقط
+
+1240
+01:38:58,070 --> 01:39:04,250
+لأن بشرتك بيضاء، أو جميلة، المهم ألا تكونوا من
+
+1241
+01:39:04,250 --> 01:39:08,870
+اللون الغامق، اللون الغامق، هي العنصرية من نظرتي، نبدأ
+
+1242
+01:39:08,870 --> 01:39:12,750
+بدونية، طب أنتِ خُصِيصًا، بارح جئتِ، لماذا أصبحتِ مديرة
+
+1243
+01:39:12,750 --> 01:39:16,150
+اليوم؟ بسبب لون بشرتكِ، هذا الكلام موجود في العالم
+
+1244
+01:39:16,150 --> 01:39:20,870
+الذي... حتى أنتِ، يعني لو صديقتك تتعاطفين
+
+1245
+01:39:20,870 --> 01:39:24,150
+معهم، أصحاب البشرة الغامقة، وحين يكون هناك
+
+1246
+01:39:24,150 --> 01:39:26,990
+أصحاب البشرة الغامقة يُعاملون أصحاب البشرة
+
+1247
+01:39:26,990 --> 01:39:33,110
+البيضاء بعنصرية، يعني حسب المدير، أجل، إذا كان المدير
+
+1248
+01:39:33,110 --> 01:39:39,270
+ليس أسمر، أسود، إذا كان المدير أسود وفيه موظف بشرته
+
+1249
+01:39:39,270 --> 01:39:43,930
+بيضاء، سيكون حاقِدًا عليه، مُتَحَيِّرًا ماذا يفعل به، صحيح؟
+
+1250
+01:39:43,930 --> 01:39:48,830
+والعكس، إذا كان المدير صاحب بشرة بيضاء، والموظف غامق
+
+1251
+01:39:48,830 --> 01:39:53,210
+البشرة، يُهان، هذه موجودة في بعض المجتمعات ولله الحمد
+
+1252
+01:39:53,210 --> 01:39:58,360
+نحن ليس لدينا، أبيض، أسمر، أزرق، لا فرق، هذه تكون من
+
+1253
+01:39:58,360 --> 01:40:02,300
+دول مُتَطَوِّرَة، موجودة أن هذا اللون... يعني تجدهم على
+
+1254
+01:40:02,300 --> 01:40:06,140
+طول يُحدِّثون عن لون البشرة كأن الواحد يُخلِق بشرته وهو
+
+1255
+01:40:06,140 --> 01:40:09,580
+يصنعها، صحيح؟ لذا يكون العِرق أو لونه أيضًا على
+
+1256
+01:40:09,580 --> 01:40:15,240
+الدين، المسلمون الذين يعملون في بعض الدول، المدير
+
+1257
+01:40:15,240 --> 01:40:18,340
+ليس سعيدًا أنك مسلمة، طالب دي نائمة أو أحد نائم،
+
+1258
+01:40:18,340 --> 01:40:22,800
+يضعون
+
+1259
+01:40:22,800 --> 01:40:26,860
+في رؤوسهم، يعرف أن رمضان المسلمون في نهارهم يصومون، لا
+
+1260
+01:40:26,860 --> 01:40:31,840
+يُرِيد أن يُعاقِبهم،  بدأ صوته، فتجد التمييز يحدث على أساس
+
+1261
+01:40:31,840 --> 01:40:35,200
+ما  هو  العيد  العام  يعرف أن له عيدًا  يذهب ويأتون في
+
+1262
+01:40:35,200 --> 01:40:40,620
+العمل، خلاص، هذا اسمه ماذا؟ تمييز، إذا أحد أسباب الفساد
+
+1263
+01:40:40,620 --> 01:40:43,980
+وهو التمييز بين الموظفين، هذا يأتي من الإدارة
+
+1264
+01:40:43,980 --> 01:40:49,180
+العليا للباقي، وفيه أيضًا حسب النوع، حسب النوع، عبارة
+
+1265
+01:40:49,180 --> 01:40:53,120
+كالفارق، يعني
+
+1266
+01:40:53,120 --> 01:40:58,320
+في مثلًا ينزل علينا إعلان، إعلان مطلوب مدير، الأصل
+
+1267
+01:40:58,320 --> 01:41:02,360
+يُضيفون صورة، ويربطونها، لماذا؟ لأنك لو قرأت الإعلان،
+
+1268
+01:41:02,360 --> 01:41:07,760
+ستفكر أنه لرجُل، بينما المرأة... التمييز بين الموظفين
+
+1269
+01:41:07,760 --> 01:41:13,160
+حسب جنسه، هذا موجود، من لديه حالة أو قصة أو
+
+1270
+01:41:13,160 --> 01:41:18,440
+مأساة؟ ليس هكذا، لكن مثلًا، كنا زملاء في الجامعة، كنا
+
+1271
+01:41:18,440 --> 01:41
+
+1333
+01:45:52,000 --> 01:45:56,620
+النفعي للأخلاق، بأنه أنا بدي أفضل، بدي أقدم هدول
+
+1334
+01:45:56,620 --> 01:46:01,620
+للناس، الـ 70% يعني يخسروا 30% ولا يخسروا كل الشركة
+
+1335
+01:46:01,620 --> 01:46:03,000
+وتسقط الشركة كلها؟
+
+1336
+01:46:06,080 --> 01:46:12,220
+صحيح هو من بقى يعني وجهة نظره الأخلاقية إنه عمل
+
+1337
+01:46:12,220 --> 01:46:17,280
+صحياً لكن الأصل إنه حط إطار عالج هدول الناس يعني
+
+1338
+01:46:17,280 --> 01:46:22,540
+أعطاهم بدائل ووفر لهم أشياء ثانية عشان ما يخسروش
+
+1339
+01:46:22,540 --> 01:46:25,560
+أعمالهم الأصل تقريباً من 100، أنا بعلاقاتي مع
+
+1340
+01:46:25,560 --> 01:46:28,740
+الشركات الأخرى والناس التالية، أساعدهم في إيجاد عمل
+
+1341
+01:46:29,160 --> 01:46:33,720
+أو محافظة بشرية، دكتورة، محافظة بشرية، بدل ما 70%
+
+1342
+01:46:33,720 --> 01:46:38,780
+يقبض 100% من الراتب مثلاً، احنا الـ 100% من الوظيفة
+
+1343
+01:46:38,780 --> 01:46:41,960
+صحيح الحال تبعك، لكن هذه هي وجهة نظر، يعني هذه
+
+1344
+01:46:41,960 --> 01:46:46,640
+وجهة نظر النفعي. المجال الثاني، اللي بيفسروا
+
+1345
+01:46:46,640 --> 01:46:52,280
+الأخلاق بالطريقة الفردية، هل يعظم القرار المصلحة
+
+1346
+01:46:52,280 --> 01:46:57,020
+الشخصية على المدى البعيد؟ يعني هل أنا أهم شيء، أو
+
+1347
+01:46:57,020 --> 01:47:02,380
+هو هذا الفردي، بيفضل أنه أهم حاجة مصلحة الشخصية؟
+
+1348
+01:47:02,380 --> 01:47:07,970
+المهم أنا أكون مستفيد، أنا أهم شيء. أيوة صحيح، بيفسر
+
+1349
+01:47:07,970 --> 01:47:12,610
+… بيفسر بالضبط، اه هو بيفسر كيف بنفكر احنا في قضية
+
+1350
+01:47:12,610 --> 01:47:18,520
+الأخلاق. نعم، أما الحقوق، هل يحفظ القرار الحقوق
+
+1351
+01:47:18,520 --> 01:47:22,660
+الأساسية لكل الناس؟ هل بيحفظ حقوقهم، حقوقهم في
+
+1352
+01:47:22,660 --> 01:47:28,420
+اللي هو الحق في الخصوصية مثلاً، أنا حقي في خصوصية
+
+1353
+01:47:28,420 --> 01:47:33,540
+تصرفاتي أو حياتي، حقي في إبداء الرأي، هذه حقوق،
+
+1354
+01:47:33,540 --> 01:47:37,740
+الأصل أن هو هذا، هذه وجهة نظره أن أهم حاجة هذا
+
+1355
+01:47:37,740 --> 01:47:42,940
+القرار بيحفظ هذه الحقوق.المدخل الرابع والأخير
+
+1356
+01:47:42,940 --> 01:47:47,360
+اللي هو قضية العدالة. في مدخل العدالة، هل القرار
+
+1357
+01:47:47,360 --> 01:47:51,640
+يشتمل على العدالة والحيادية؟ هل في توزيع الموارد
+
+1358
+01:47:51,640 --> 01:47:57,380
+للكل؟ في عدل في توزيع الموارد؟ عدل في التعامل مع
+
+1359
+01:47:57,380 --> 01:48:01,960
+جميع الموظفين؟ فهو وجهة نظره أو تفسيره للأخلاق من
+
+1360
+01:48:01,960 --> 01:48:06,480
+باب العدالة، إنه توزيع الأدوار وتوزيع التعاملات،
+
+1361
+01:48:06,480 --> 01:48:10,490
+واضح؟ إيش رأيكم نصحصحكم شوية، نفتح على لغز وبعدين
+
+1362
+01:48:10,490 --> 01:48:15,070
+نرجع للإشكالية الأخلاقية. طيب نروح للّغز وبعدين
+
+1363
+01:48:15,070 --> 01:48:19,470
+نرجع للقضية الأخلاقية، المشكلة الأخلاقية. في عندنا
+
+1364
+01:48:19,470 --> 01:48:24,650
+لغز أنا حاطه، طالع بعد الصحية على أساس أنا قُلت
+
+1365
+01:48:24,650 --> 01:48:27,930
+في بداية الموضوع الثاني، لكن احنا بناخد اللغز هذا
+
+1366
+01:48:27,930 --> 01:48:32,050
+عشان بعدها هينكمل، إن شاء الله، خمسة أشخاص
+
+1367
+01:48:32,050 --> 01:48:39,260
+يجلسون تحت نخلة. لغز حزين. آه آه، واحد أعمى، والثاني
+
+1368
+01:48:39,260 --> 01:48:44,380
+أبكم، والثالث أصم، والرابع بلا يدين، والخامس بلا
+
+1369
+01:48:44,380 --> 01:48:50,480
+رجلين. إيش رأيكم لو وقعت تفاحة من الأعلى، من سيستطيع
+
+1370
+01:48:50,480 --> 01:48:56,500
+أن يلتقط هذه التفاحة؟ اللي بتكون يعني عشان نضحك بس
+
+1371
+01:48:56,500 --> 01:48:59,680
+يعني هو الهدف، إيش رأيكم؟ ما أخذوش بالكم ولا لسه
+
+1372
+01:48:59,680 --> 01:49:07,920
+مش ماخذين بالكم يا جماعة؟ أعيدوا ثاني. أعيدوا ثاني، إيش
+
+1373
+01:49:07,920 --> 01:49:13,300
+رأيكم؟ هذه نخلة، هذه نخلة بالضبط، هي… هذه فكرة
+
+1374
+01:49:13,300 --> 01:49:20,240
+اللغة، بس إنه احنا… هو الفكرة إنه احنا نضحك في
+
+1375
+01:49:20,240 --> 01:49:21,840
+الآخر عشان نجدد النشاط.
+
+1376
+01:49:35,140 --> 01:49:38,300
+كلها بشكل بسيط، يعني بالضبط. الفكرة إن النقلة
+
+1377
+01:49:38,300 --> 01:49:41,900
+بتعطينا شكل كبير، بتعطينا مواصلة. تفضل. صحيح، نرجع ثاني
+
+1378
+01:49:41,900 --> 01:49:46,580
+للموضوع، تنشّطنا شوية. نرجع لقضية الإشكاليات
+
+1379
+01:49:46,580 --> 01:49:50,480
+الأخلاقية في مكان العمل. قلنا طول ما بتحدثنا عن
+
+1380
+01:49:50,480 --> 01:49:53,580
+الإشكاليات الأخلاقية، إنه هي مواقف صعبة، بيصعب فيها
+
+1381
+01:49:53,580 --> 01:49:57,200
+التمييز بوضوح بين ما هو صحيح وخطأ. مش قادرين نميز
+
+1382
+01:49:57,200 --> 01:50:01,700
+مش عارفين هل هذا هو صح ولا غلط. هذا الكلام ما فيه
+
+1383
+01:50:01,700 --> 01:50:05,120
+فيه إجماع. يعني ممكن من وجهة نظر واحد هو وجهة نظره
+
+1384
+01:50:05,120 --> 01:50:09,600
+إنه هذا أخلاقي، ووجهة نظر آخر يقول لك لأ هذا مش أخلاقي.
+
+1385
+01:50:09,600 --> 01:50:17,160
+ممكن أنا مثال، الـ… المثال اللي عندي في قضية الأخلاق
+
+1386
+01:50:17,160 --> 01:50:22,780
+مثلاً، في بعض الناس، في بعض الشركات يعني من الشركات
+
+1387
+01:50:22,780 --> 01:50:28,000
+اللي قرأت عنها، إنه هو بده يعرف معلومات عن المنافسة
+
+1388
+01:50:28,000 --> 01:50:30,840
+تبعه، طيب إيش الطريقة اللي بيستخدمها عشان يعرف
+
+1389
+01:50:30,840 --> 01:50:35,620
+المعلومات؟ بيذهب إلى سلة القمامة تبع الشركة
+
+1390
+01:50:35,620 --> 01:50:43,240
+المنافسة، وبيدور في هذه القمامة عن أي وثيقة، سند، عن
+
+1391
+01:50:43,240 --> 01:50:48,000
+الموردين، عن أي معلومة ممكن تخدمه، أي حاجة. فهو هذا
+
+1392
+01:50:48,000 --> 01:50:52,000
+المثال، هل تصرفه قانوني ولا مش قانوني؟ ما أعرف، حدّا
+
+1393
+01:50:52,000 --> 01:50:55,960
+بيمنع، في قانون بيمنع إنه أنا أدور في القمامة؟ لأ،
+
+1394
+01:50:55,960 --> 01:51:00,880
+لكن أخلاقي ولا مش أخلاقي؟ أخلاقي، غير أخلاقي طبعاً،
+
+1395
+01:51:00,880 --> 01:51:01,560
+غير أخلاقي.
+
+1396
+01:51:04,730 --> 01:51:09,530
+بالضبط، نعم، أيوة، دا تجسس باعتباره، نعم، فيه فرق
+
+1397
+01:51:09,530 --> 01:51:13,230
+بين الاستخبارات والتجسس. استخبارات، معلومات معروفة،
+
+1398
+01:51:13,230 --> 01:51:18,370
+هو بده يعني أعرفها، لكن التجسس إنه أنا أجيب
+
+1399
+01:51:18,370 --> 01:51:22,870
+المعلومة من ورائه، من غير ما هو يريد توصيل المعلومة.
+
+1400
+01:51:22,870 --> 01:51:25,550
+كل الشركات، المؤسسات اليوم عندها صفحة على الإنترنت
+
+1401
+01:51:25,550 --> 01:51:29,400
+خاصة، فيها بتكتب فيها اللي عايزاه، ماشي. هذه المعلومات
+
+1402
+01:51:29,400 --> 01:51:32,220
+متاحة، لو أنا حصلت عليها وطبعتها وتأمّلت فيها، مش
+
+1403
+01:51:32,220 --> 01:51:36,860
+أخلاقية. لكن لو رحت من وراءكم في مؤسسة وحصلت على
+
+1404
+01:51:36,860 --> 01:51:41,120
+معلومة، أنا عارفة إنكم ما تكونوش عايزين أحد يعرفها، سواء برشوة
+
+1405
+01:51:41,120 --> 01:51:45,780
+أو بمصلحة لموظف، أو أنا اخترقت الموقع، هذه كلها
+
+1406
+01:51:45,780 --> 01:51:53,260
+أشياء لا أخلاقية، واضح؟ تفضلي. هنشوف هذه
+
+1407
+01:51:53,260 --> 01:51:58,390
+الإشكاليات. أو مثلاً، نعم، احنا عرضنا لكثير من القصص
+
+1408
+01:51:58,390 --> 01:52:02,550
+في عشان… نكت، هنمر عليها. تضارب المصالح، لما تتعارض
+
+1409
+01:52:02,550 --> 01:52:07,430
+مصلحة الفرد في موقف معين عن مصلحة المؤسسة، هو إيش
+
+1410
+01:52:07,430 --> 01:52:12,140
+يفضل؟ يمشي مع مصلحته هو ولا مع مصلحة المؤسسة؟ الأصل
+
+1411
+01:52:12,140 --> 01:52:15,820
+إنه هو مصلحة المؤسسة يمشي معاها، مش أنا إيش بحقق لي
+
+1412
+01:52:15,820 --> 01:52:20,040
+ربح، إيش بحقق لي فائدة، حتى لو كان أنا من خلال
+
+1413
+01:52:20,040 --> 01:52:23,340
+تسريب معلومات، مادام بحقق لي ربح، ما في عندي أنا أي
+
+1414
+01:52:23,340 --> 01:52:27,840
+مشكلة. طبعاً هذه إشكاليات أخلاقية. إن هو لأجل تقديم
+
+1415
+01:52:27,840 --> 01:52:31,200
+المصلحة الخاصة على المصلحة العامة للمؤسسة، ثانيةً
+
+1416
+01:52:31,200 --> 01:52:34,400
+أنا عارفة مثلاً لو غبت اليوم عن الشغل وما عنديش أي
+
+1417
+01:52:34,400 --> 01:52:38,100
+عذر، الشغل هيتعطل تبعي. ممكنش هو لا على بالي ماشي
+
+1418
+01:52:38,100 --> 01:52:43,660
+ثانية. ثقة الزبون اللي من خلال تسريب معلومات عن هذا
+
+1419
+01:52:43,660 --> 01:52:47,620
+الشخص، يعني اللي بيجي بيشتري مني، آه باخد منه
+
+1420
+01:52:47,620 --> 01:52:52,540
+معلومات، بروح أنا آه بسرب هذه المعلومات عنه
+
+1421
+01:52:52,540 --> 01:52:56,910
+بدون ما هو يسمح لي بذلك. الآن يا أخوان مثلاً في الـ bank
+
+1422
+01:52:56,910 --> 01:53:02,050
+منعون… ممنوع… ممنوع ثاني أي حد مش موظف في الـ
+
+1423
+01:53:02,050 --> 01:53:06,190
+bank يدخل الجامعات، ماشي… إيش؟ لأنه فيه بيانات
+
+1424
+01:53:06,190 --> 01:53:11,190
+خاصة. في الزمن الحالي، كمان موجود في العمل الصحي.
+
+1425
+01:53:11,190 --> 01:53:14,310
+واحد أعمل تحليل، المفروض ما تتسربش، مش كل نفسي
+
+1426
+01:53:14,310 --> 01:53:19,970
+يعرف النتائج، لأ، ماشي. إذا ممنوع تسريب أي معلومات
+
+1427
+01:53:19,970 --> 01:53:27,040
+بتخص أي شخص داخل المؤسسة. التمييز، التمييز اللي هو
+
+1428
+01:53:27,040 --> 01:53:32,960
+حجب الترقية عن مرشح بسبب عرقه أو جنسه أو دينه أو
+
+1429
+01:53:32,960 --> 01:53:35,820
+عمره، وكل الأشياء اللي تحدثنا عنها. الترقية، و إترقى
+
+1430
+01:53:35,820 --> 01:53:38,480
+ليه؟ العنصرية، أنت أخذت الترقية عشان أنت أنثى اللي
+
+1431
+01:53:38,480 --> 01:53:41,160
+هو اللي أخذها، ماشي؟ وزميلك، يعني هؤلاء أنا نفسي
+
+1432
+01:53:41,160 --> 01:53:45,570
+اللي ما أخذتش حاجة. التجاوز أو التحرش الجنسي، رقم
+
+1433
+01:53:45,570 --> 01:53:49,650
+أربعة، اللي هي تصرفات تجعل الإنسان غير مرتاح في
+
+1434
+01:53:49,650 --> 01:53:55,530
+مجال العمل، وهذا ما يخص بالذات المرأة العاملة، قد
+
+1435
+01:53:55,530 --> 01:53:59,530
+تتعرض لبعض الإشكاليات من هذا النوع. هي موجودة في
+
+1436
+01:53:59,530 --> 01:54:03,350
+المجتمع، ولكن غير… قبل أن ينشر أو يحكى فيها عشان
+
+1437
+01:54:03,350 --> 01:54:09,250
+خاصية المجتمع. إن واحد رايح يغازل زميلته، ماهي
+
+1438
+01:54:09,250 --> 01:54:13,710
+الغازل هذا؟ إيش اللي بيسويه هذا؟ إيش الـ casting هذا؟
+
+1439
+01:54:13,710 --> 01:54:15,910
+لأ، هذي مش مجاملة، لأ بصراحة أنا، خاصةً هذي بلد أدب
+
+1440
+01:54:15,910 --> 01:54:22,230
+اسمها، نظرات، بتصلح كده ولا كده؟ أو سايب شغله وقاعد
+
+1441
+01:54:22,230 --> 01:54:25,010
+عنده في المكتب، ليش بتسوي؟ مش لو كانت من طرف
+
+1442
+01:54:25,010 --> 01:54:28,790
+إداري للموظف، في حزبية، يعني لسه لو الموظفين زي
+
+1443
+01:54:28,790 --> 01:54:31,590
+بعض، تقدر ترد عليه. لسه هم منطلق من آخر إدارة
+
+1444
+01:54:31,590 --> 01:54:35,410
+عالية، أنا أتأخر اليوم بعد الشغل، أنا عايزك تعالي
+
+1445
+01:54:35,410 --> 01:54:38,710
+روح على مطعم، هذا كله أشكال من أشكال التحرشات اللي
+
+1446
+01:54:38,710 --> 01:54:42,170
+الأمرأة بتكون عايشة، مرفوض. بعض الدول فيها قوانين
+
+1447
+01:54:42,170 --> 01:54:45,270
+بتحمي الست، وبعض الدول ما فيش فيها قوانين، ليش؟
+
+1448
+01:54:45,270 --> 01:54:49,630
+لأنهم بيحكوا: أكيد ياسيد، هو محترم ومؤدب، بس ياسيد
+
+1449
+01:54:50,080 --> 01:54:56,610
+ماشي، لأ آه، هي اللي سمحت بالمجاملات؟ هو ماشي بمزاجه وكل
+
+1450
+01:54:56,610 --> 01:54:58,930
+عامل السبع عظيمات. هو ما عرف، بس بصير ماشي بمزاجه.
+
+1451
+01:54:58,930 --> 01:55:04,650
+خمس، إساءة استخدام موارد
+
+1452
+01:55:04,650 --> 01:55:08,650
+المنظمة، باجي بأستخدم، استهلاك في الكهرباء، استهلاك أي
+
+1453
+01:55:08,650 --> 01:55:12,990
+اتصالات، أو أموال المنظمة، إنه أنا بس بدي أستفيد من
+
+1454
+01:55:12,990 --> 01:55:17,310
+كل حاجة من موارد عشان تشتغل في المؤسسة. بتحكي كل
+
+1455
+01:55:17,310 --> 01:55:19,890
+من كلامك الخاص، هو جوزي وأطلق وخلف وراح ورجع،
+
+1456
+01:55:19,890 --> 01:55:22,130
+أخواتي وخواتي ما شاء الله. كل هذا، حساب المؤسسة، كل
+
+1457
+01:55:22,130 --> 01:55:26,340
+هذا شكل من أشكال الفساد. مجرد ما تاخد جلب مصلحة على البيت،
+
+1458
+01:55:26,340 --> 01:55:29,260
+بنجيبه للمؤسسة، ده شكل من أشكال الفساد، ليش؟ الفساد، ليش
+
+1459
+01:55:29,260 --> 01:55:32,660
+تاخده؟ بعض الناس، ابنه في المدرسة يروح بيجيب الـ
+
+1460
+01:55:32,660 --> 01:55:35,820
+flash cards كل الامتحانات، وبيجيب أطبعها في المؤسسة، ده
+
+1461
+01:55:35,820 --> 01:55:40,000
+فساد، واضح إنه فساد، مش مستنّيين إثبات، لأنه مش ملكك
+
+1462
+01:55:40,000 --> 01:55:44,130
+هذا، هذا ملك المؤسسة. تفضلي. سادساً، تفكير بسيط
+
+1463
+01:55:44,130 --> 01:55:46,350
+عندنا في البداية بياخدوا الـ Laptop، زمان كان
+
+1464
+01:55:46,350 --> 01:55:47,830
+الجهاز، الآن الـ Laptop. بياخدوا الـ Laptop على
+
+1465
+01:55:47,830 --> 01:55:50,350
+البيت، بيشتغلوا عليه، بيشتغلوا عليه لشئ خاص، و
+
+1466
+01:55:50,350 --> 01:55:54,550
+بعدين بدأوا يشربوا، طبعاً ما نفعش. سابعاً، الاتصالات
+
+1467
+01:55:54,550 --> 01:55:58,850
+اللي هو من خلال نقل معلومات المؤسسة للخارج، تسريب
+
+1468
+01:55:58,850 --> 01:56:03,290
+المعلومات، وهذه طبعاً إشكاليات أخلاقية. هي تسريب
+
+1469
+01:56:03,290 --> 01:56:08,670
+معلومات خاصة بالشركة، بهدف التكسب أو الانتقال أو… عيش
+
+1470
+01:56:08,670 --> 01:56:13,990
+… ثامناً، نروح للعوامل المؤثرة في السلوك الأخلاقي.
+
+1471
+01:56:18,440 --> 01:56:23,060
+آه، ليش بتصرف الإنسان بسلوك… سلوك أخلاقي أو غير
+
+1472
+01:56:23,060 --> 01:56:27,080
+أخلاقي، بناءً على إيش؟ بناءً على… يعني أول حاجة
+
+1473
+01:56:27,080 --> 01:56:31,700
+كفرد، أنا… احنا بندرسها كفرد وكمنظمة وتأثير
+
+1474
+01:56:31,700 --> 01:56:36,920
+البيئة الخارجية. أولاً، راح نتعرض لموضوع الفرد. أنا
+
+1475
+01:56:36,920 --> 01:56:39,940
+كفرد، إيش اللي بيأثر عليّ وبيخلي أخلاقي إما تكون
+
+1476
+01:56:39,940 --> 01:56:45,900
+كويسة أو مش كويسة؟ ما رأيكم؟ نعم،
+
+1477
+01:56:45,900 --> 01:56:49,560
+آه. المجتمع، القيم الدينية.
+
+1478
+01:56:54,380 --> 01:56:59,540
+آه نعم. يعني ممكن الإنسان أصلاً هو مش مهدد وهو صغير
+
+1479
+01:56:59,540 --> 01:57:02,640
+ما كانش فيه حاجة ترشده، هذا صح، هذا غلط، اعمل، أسوي،
+
+1480
+01:57:02,640 --> 01:57:06,900
+فبنطبع حاجة، فشيء طبيعي أنه حيكون سلوكه يشمل اللا
+
+1481
+01:57:06,900 --> 01:57:12,020
+أخلاقي. فبقى إذا القيم الدينية، المعايير الشخصية،
+
+1482
+01:57:12,020 --> 01:57:16,100
+الحاجات الفردية، تأثير العائلة، ومتطلبات المادة، هذه
+
+1483
+01:57:16,100 --> 01:57:20,060
+كلها بتأثر عليّ أنا كفرد، تخليني أكون أخلاقي أو لا
+
+1484
+01:57:20,060 --> 01:57:24,120
+أخلاقي في التعامل. فاقية، فكان يشوف أمه أو أبوه
+
+1485
+01:57:24,120 --> 01:57:27,340
+بيسرقون، فهو هيتوقع إنه صح. خلاص، هو نشأ على اللي شافه
+
+1486
+01:57:27,340 --> 01:57:32,200
+أو ينشأ… ماشي، هذه اسمها التأكيدات التلفزيونية، تفضل.
+
+1487
+01:57:32,200 --> 01:57:36,320
+الإنسان لما بياخد قرار أخلاقي، هذا بيعطيه ثقة في
+
+1488
+01:57:36,320 --> 01:57:39,020
+نفسه، إيه له تأثير؟ إيه له تأثير؟ بيكون هو في
+
+1489
+01:57:39,020 --> 01:57:43,820
+حياته، في تعاملاته، يعني بياخد قرار وهو واثق من
+
+1490
+01:57:43,820 --> 01:57:47,540
+نفسه، وبيساعده على النجاح في حياته العملية. شيء
+
+1491
+01:57:47,540 --> 01:57:50,180
+طبيعي، الإنسان لما يكون سلوكياته أخلاقية، يكون واضح
+
+1492
+01:57:50,180 --> 01:57:55,280
+وضوح الشمس، ما فيه حاجة عنده
+
+1555
+02:02:20,480 --> 02:02:23,620
+بيصير أنك مش شايفة فيه ناس ولا إيش؟ ممكن الناس
+
+1556
+02:02:23,620 --> 02:02:27,320
+أضعفهم غلابة ساكتين، خليهم وممكن يطلع لك واحد
+
+1557
+02:02:27,320 --> 02:02:31,320
+مفترس. تعال يا عزيزي، أنا بذكر مرة كنت في مطار،
+
+1558
+02:02:31,320 --> 02:02:36,160
+مطار دويكنت أول واحد واصل، أنا من النوع اللي بعطي
+
+1559
+02:02:36,160 --> 02:02:39,020
+نفسي حيص في الوقت، خاصة لما تكون متطابق مع طيارة ولا
+
+1560
+02:02:39,020 --> 02:02:42,300
+حاجة، واقفين.. أنا كنت أول واحد واقف في الطابور
+
+1561
+02:02:42,300 --> 02:02:46,620
+ومش بكلم حد، لأن ثقافات مختلفة، لغات مختلفة،
+
+1562
+02:02:46,620 --> 02:02:49,760
+إجا واحد معاه جواز من كولومبيا، معاه الـ girlfriend
+
+1563
+02:02:49,760 --> 02:02:58,400
+بتاعته عفواً، وطلعوا قدام.  مش عملت أنا، طبعاً لأ، روحت
+
+1564
+02:02:58,400 --> 02:03:02,060
+أنا وطبعاً أنا مش هعرف أتكلم عشان اللغة مختلفة،
+
+1565
+02:03:02,060 --> 02:03:04,640
+روحت وبصيت فيه من فوق لتحت، اللي هي لغة الجسد، و
+
+1566
+02:03:04,640 --> 02:03:08,340
+روحت ووقفت قدامه، ومش بس ووقفت، اتلفت له، لو
+
+1567
+02:03:08,340 --> 02:03:12,820
+حتوقف قدامه الموضوع هيكبر، فضل هو واقف  مؤدب، لأن
+
+1568
+02:03:12,820 --> 02:03:13,720
+ولا خطأ صار.
+
+1569
+02:03:18,340 --> 02:03:22,040
+هما حايسين، أنا مالي؟ أنا بدأت أقعد أصلح في الـ course
+
+1570
+02:03:22,040 --> 02:03:26,940
+مش هصلح في الـ course، ماشي؟ أنا مهم مكاني، هاجي ما حدش
+
+1571
+02:03:26,940 --> 02:03:30,220
+يدفع طلبي. أما إنك تيجي تستعبط،  لما  تاخد، لأ تستعجل.
+
+1572
+02:03:30,220 --> 02:03:35,240
+جاني موقف تاني، كنت في إحدى الوزارات، كنت خارج البلد
+
+1573
+02:03:35,240 --> 02:03:40,360
+بدي أصدق شهاداتي، من غير ذكر أسماء، واقفين وكل واحد
+
+1574
+02:03:40,360 --> 02:03:46,520
+عارف مكانه، إجا واحد لسه الآن واصل، واقف جدافاستندوا
+
+1575
+02:03:46,520 --> 02:03:50,460
+ولاد البلد بيتكلموا، وما حدش بيتكلم، قلت له أنا تعال هنا،
+
+1576
+02:03:50,460 --> 02:03:53,620
+قلت له حاضر، تاخده الآن جاي، صح؟ طب أنا الساعة كذا
+
+1577
+02:03:53,620 --> 02:03:56,900
+وكذا وكذا، ورتبنا، أطلع وأخر واحدة، وفضل ساكت ولا
+
+1578
+02:03:56,900 --> 02:04:01,060
+كده، رغم أنه ولاد البلد دول هما ساكتين، المفروض أن
+
+1579
+02:04:01,060 --> 02:04:04,400
+ده بلدك الداخل يعني، لما نجيهم ساكتين، طب إن شاء
+
+1580
+02:04:04,400 --> 02:04:06,880
+الله على رأسك ريشة، تعال تعال، رجعتهم، صفتهم
+
+1581
+02:04:06,880 --> 02:04:09,900
+بالدور، ووقفت أنا في الدور، وهو وقف آخر واحد،
+
+1582
+02:04:09,900 --> 02:04:12,440
+قلت لهم هذه بنسميها الدنيا الخارجية، هل أنت الدور
+
+1583
+02:04:12,440 --> 02:04:18,000
+ده  بنحافظ عليه في المجتمع ولا لأ؟ كل واحد ياخد حاجته، اتفضل.
+
+1584
+02:04:22,030 --> 02:04:26,990
+وهنا بلوم الموضوع، بلوم للموضوع، ملخص، مش عارفة
+
+1585
+02:04:26,990 --> 02:04:30,730
+اسمها، بلوم، ملخص للموضوع السابق، ملخص، بلوم، ملخص
+
+1586
+02:04:30,730 --> 02:04:31,670
+للموضوع السابق، بلوم، ملخص للموضوع السابق، بلوم،
+
+1587
+02:04:31,670 --> 02:04:31,710
+ملخص للموضوع السابق، بلوم، ملخص للموضوع السابق،
+
+1588
+02:04:31,710 --> 02:04:31,950
+بلوم، ملخص للموضوع السابق، بلوم، ملخص للموضوع
+
+1589
+02:04:31,950 --> 02:04:36,110
+السابق، بلوم، ملخص للموضوع السابق، بلوم، ملخص
+
+1590
+02:04:36,110 --> 02:04:39,950
+للموضوع السابق، بلوم، ملخص للموضوع السابق، بلوم،
+
+1591
+02:04:39,950 --> 02:04:46,060
+ملخص للموضوع السابق،والثقافة التنظيمية، أخيراً
+
+1592
+02:04:46,060 --> 02:04:49,420
+البيئة الخارجية بتأثر من خلال تشريعات الحكومة
+
+1593
+02:04:49,420 --> 02:04:52,500
+والأعراف والقيم الأخلاقية، والمناخ الأخلاقي في
+
+1594
+02:04:52,500 --> 02:04:55,560
+الإسلام. كيف العائلة بتأثر؟ أن في واحد موظف، في
+
+1595
+02:04:55,560 --> 02:05:00,090
+إنسان بيدور على شغل، هذه القصة. وفي البيت كان والده
+
+1596
+02:05:00,090 --> 02:05:01,950
+لما يلاقي الضوء مولع ومافيش حد في الغرفة يروح وي
+
+1597
+02:05:01,950 --> 02:05:05,990
+يطفيه، يلاقي الهوارة يطفيه، يلاقي المكيف يطفيه، تعرفوا
+
+1598
+02:05:05,990 --> 02:05:10,770
+القصة ما كملتهاش يعني؟ ما أنتو بتحركوا برؤوسكم؟ طيب هو
+
+1599
+02:05:10,770 --> 02:05:14,850
+كان بيتدمر يعني، خليه يشغل، ما فيش غلطة، فهو دخل على
+
+1600
+02:05:14,850 --> 02:05:18,830
+الشركة اللي رايح يتوظف فيها، المقابلة وهو ماشي
+
+1601
+02:05:18,830 --> 02:05:21,870
+يلاقي ضوء مولع، ويفاجأ، ما فيش هوا ده يطفيه
+
+1602
+02:05:21,870 --> 02:05:25,390
+يطفيه لغاية ما وصل للإدارة. لما وصل بده يقابلهم، هيقوله
+
+1603
+02:05:25,390 --> 02:05:29,730
+أنت مقبول. كيف مقبول؟ طبعاً ما قبلناش. كيقولوا إحنا
+
+1604
+02:05:29,730 --> 02:05:34,490
+كنا عاملين عمداً لحتى نشوف مين الشخص المسؤول. فهو
+
+1605
+02:05:34,490 --> 02:05:37,270
+بيذكر والده كيف كان دايماً بيتناقش معاه، يا شيخ
+
+1606
+02:05:37,270 --> 02:05:40,670
+خليه، يا أب صريح، فشوف الموقف هذا، ده العيلة كيف
+
+1607
+02:05:40,670 --> 02:05:43,430
+أثّرت؟ إيش أثّرت؟  الصحيحة.
+
+1608
+02:05:45,530 --> 02:05:50,550
+الآن هنتكلم عن تبرير السلوك الأخلاقي، إحنا يعني..
+
+1609
+02:05:50,550 --> 02:05:56,330
+موظف اختلس، لازم يقنع نفسه إنه هو واضح، موظف سرق،
+
+1610
+02:05:56,880 --> 02:06:00,680
+لازم يقنع نفسه إنه يقنع 100%. كيف الإنسان بيقنع
+
+1611
+02:06:00,680 --> 02:06:06,100
+نفسه بالخطأ؟ فضلاً، أول حاجة بيقنع نفسه بالخطأ إن أنا
+
+1612
+02:06:06,100 --> 02:06:08,820
+العمل اللي أنا بعمله لا يدخل ضمن إطار اللي
+
+1613
+02:06:08,820 --> 02:06:12,800
+مشروعية، هذا عمل مشروع، هذا عمل قانوني، فهو بيقنع
+
+1614
+02:06:12,800 --> 02:06:16,380
+نفسه إنه حتى لو كان هو خطأ، لأ، أنا هذا العمل مش
+
+1615
+02:06:16,380 --> 02:06:20,690
+خطأ. طب ما تبقى هتكون  هسهسة؟  بصراحة،  قد، اللي أنا
+
+1616
+02:06:20,690 --> 02:06:24,570
+عملته صح. تفضل، أيضاً بيحاول بيقنع نفسه أيضاً أنه
+
+1617
+02:06:24,570 --> 02:06:29,450
+جميع الأفراد بيتصرفوا وفق مصالحهم، كل الناس بتدور
+
+1618
+02:06:29,450 --> 02:06:32,350
+على مصلحته، يعني ما أنا زيي زي الناس، كل زملائي
+
+1619
+02:06:32,350 --> 02:06:36,110
+مختلسين، هو لا شافهم بيرتشي ولا حاجة، بس هو بيقنع
+
+1620
+02:06:36,110 --> 02:06:41,890
+نفسه إن كلهم مختلسين، إن كلهم مثلاً غير موضوعيين،
+
+1621
+02:06:41,890 --> 02:06:45,470
+خلاص بيقنع نفسه، يبقى ثالثة، ثالثة، إنه هو بيقول إن
+
+1622
+02:06:45,470 --> 02:06:48,850
+أنا ما فيش حد راح يعرف بهذا الموضوع، ما حدش هيكشف
+
+1623
+02:06:48,850 --> 02:06:53,230
+سرّي، وهي قاعدة تاخد رشوة. آخر حاجة بيقنع نفسه
+
+1624
+02:06:53,230 --> 02:06:56,490
+أيضاً إن المنظمة راح تحميني، المنظمة بتاعتي راح
+
+1625
+02:06:56,490 --> 02:06:59,830
+تدافع عني، لو أنا، كلهم مسلولين، الواسطة اللي شغلته
+
+1626
+02:06:59,830 --> 02:07:05,470
+هتحميه، فما حدش بيقدر يتكلم، صحيح. إذا استثمر منذ
+
+1627
+02:07:05,470 --> 02:07:10,380
+الأول، إذا مشروع، بدخل فيه، إنه حكاية القرن
+
+1628
+02:07:10,380 --> 02:07:15,500
+بالنسبة لي، لإني صارت كل الشعب حالياً بيحلله إنه..
+
+1629
+02:07:15,500 --> 02:07:19,920
+بلاش الكل، أه نعم، الأكثر أغلبية يعني، إنه لأ،
+
+1630
+02:07:19,920 --> 02:07:23,080
+وضع البلد، لازم يكونوا يعملوا كده، وأنا بدي أمشي
+
+1631
+02:07:23,080 --> 02:07:26,200
+وأسهل لهم. أنت بتحكي عن القرن بالغرب أو بالفائدة،
+
+1632
+02:07:26,200 --> 02:07:29,300
+بالفائدة، عشان بتحكي عنه، القرن بالفائدة، الآن كيف
+
+1633
+02:07:29,300 --> 02:07:32,120
+الكل في تجاربه، هل إحنا مدى أننا خدنا تجارب؟ هل
+
+1634
+02:07:32,120 --> 02:07:35,060
+بينفع النفطي في الدين وأقلله؟ لأ، بينفع الشخص،
+
+1635
+02:07:35,060 --> 02:07:39,500
+المفروض يكون مختلس، اللي هم  علماء. أنا كنت أدخل يعني
+
+1636
+02:07:39,500 --> 02:07:42,240
+لبندي لو شوية من واحد بيبرر اللي عمله، بيقنع نفسه
+
+1637
+02:07:42,240 --> 02:07:46,760
+الظروف صعبة، فإن الله بيقول نهيه ممكن، أنا لازم أفتش
+
+1638
+02:07:46,760 --> 02:07:50,240
+قبل، مش حرام بس كده، طيب طيب، مش حرام، بيقنع نفسه شوية
+
+1639
+02:07:50,240 --> 02:07:53,520
+مقلم، ماتت وبعد شوية بيصلي يقولوا اللي روحني شوية
+
+1640
+02:07:53,520 --> 02:07:56,360
+مش سيئة، أنا مش حرام لو  حش شوية وبعدين تمام، فما فيش
+
+1641
+02:07:56,360 --> 02:07:59,500
+حاجة اسمها إن إحنا ننقل بالحرام، حلو يعني، التحريك
+
+1642
+02:07:59,500 --> 02:08:04,100
+المجرد بقى إيجا في القوات الموضة بصريت ما فيش..
+
+1643
+02:08:04,100 --> 02:08:06,180
+ماعرفش إن الناس اللي بتحلل، الناس اللي بتتحمل المس
+
+1644
+02:08:07,170 --> 02:08:10,530
+بس الأصل الإنسان يِدور له كذا مدينة أو نصفه ويتطور
+
+1645
+02:08:10,530 --> 02:08:16,250
+بقى، بس الله يفرجها، واضح؟ تفضل. الآن التدريب من
+
+1646
+02:08:16,250 --> 02:08:20,350
+أجل بناء منظومة أخلاقية، الآن إحنا بدنا ندرب
+
+1647
+02:08:20,350 --> 02:08:26,330
+الموظفين، أو نساعد الأفراد، يعني لابد أنه نحضر
+
+1648
+02:08:26,330 --> 02:08:30,910
+برامج تدريبية لمساعدة الأفراد على، كيف نحكم على هذه
+
+1649
+02:08:30,910 --> 02:08:34,930
+التصرفات، إنه هل هي أخلاقية أو لا أخلاقية؟ يبقى
+
+1650
+02:08:34,930 --> 02:08:40,450
+مطلوب منّا أنا كمنظمة، أنه أهيئ للموظفين عندي مراكز
+
+1651
+02:08:40,450 --> 02:08:44,270
+تدريب، أو أدربهم من خلال دورات، من خلال شيء، كيف أحكم
+
+1652
+02:08:44,270 --> 02:08:56,370
+على هذه الأخلاقيات؟  هنا،  للأسف لأ، للأسف لأ، دورة تدريب
+
+1653
+02:08:56,370 --> 02:09:00,520
+عاملينها لأ، بس إحنا عندنا ميثاق أخلاقي، دامد.. لأ
+
+1654
+02:09:00,520 --> 02:09:03,380
+دامد بعته.. اللي سميناها إحنا قواعد، أه، يعني
+
+1655
+02:09:03,380 --> 02:09:06,800
+بتنطبع معالم، هي اسمها إيه الكلمة؟ ماشي، بس هل
+
+1656
+02:09:06,800 --> 02:09:10,510
+أخدتي دورة في الأخلاق؟ لأ، بس مش دورة. إحنا مش منتشرة
+
+1657
+02:09:10,510 --> 02:09:16,690
+عندنا، صحيح؟ صحيح، الآن هو في هذا الرسم، بيتكلم فيه
+
+1658
+02:09:16,690 --> 02:09:21,150
+دليل إرشادي على الـ.. مش عارفة، مش هي الصورة، هي مش
+
+1659
+02:09:21,150 --> 02:09:28,030
+واضحة يعني، كيف أنا أدرب الأفراد عندي على الأخلاق؟
+
+1660
+02:09:28,030 --> 02:09:31,950
+أول حاجة أنا محتاجة أنه أجمع معلومات عن هذه القضية
+
+1661
+02:09:31,950 --> 02:09:35,110
+أو هذه المشكلة، بدي أعرف أنا هذه القضية هل هي
+
+1662
+02:09:35,110 --> 02:09:38,000
+أخلاقية ولا غير أخلاقية؟ كيف بدي أعرف؟ الناس اللي
+
+1663
+02:09:38,000 --> 02:09:40,340
+بيجوا على الشغل، المفروض الساعة ثمانية يكونوا ورا
+
+1664
+02:09:40,340 --> 02:09:46,220
+مكاتبهم، من ثمانية لعشرة بيجوا  متأخرين، إيش رأيك؟ غير
+
+1665
+02:09:46,220 --> 02:09:49,900
+أخلاقي، ويمكن ييجي على بال الموظف يعتذر، الساحدة، عشان
+
+1666
+02:09:49,900 --> 02:09:55,020
+يتذكر أنه عنده شغل، رغم أنه جا معدل، بس ما فيش حاجة زمان
+
+1667
+02:09:55,020 --> 02:09:59,420
+أيام كان المعبر مفتوح 24 ساعة، بعض الموظفين هو
+
+1668
+02:09:59,420 --> 02:10:03,360
+خلاص، بده يروحوا مصر،  يا أنا مسافر، ما شاء الله،
+
+1669
+02:10:03,360 --> 02:10:06,060
+أنت مش كائن عارف إنه عندك شغل؟ هذه كتير كانوا
+
+1670
+02:10:06,060 --> 02:10:09,300
+عايزينها زمان، إن الموظف بيحمل جوال السفر، وشنطة و
+
+1671
+02:10:09,300 --> 02:10:12,120
+بيسافر، وبعدين بيتذكر يخبر الشغل، المفروض وقتها..
+
+1672
+02:10:12,120 --> 02:10:16,560
+المفروض يخبر قبل فترة، ياخد إجازة ويكون له بديل،
+
+1673
+02:10:16,560 --> 02:10:19,660
+بعدين مش وانت.. هذا الشكل مشكلة ليش؟ الفساد، إنه
+
+1674
+02:10:19,660 --> 02:10:22,460
+ويا بالي، قعد بيمشي خلاص، يالا بنخرب زي ما إحنا
+
+1675
+02:10:22,460 --> 02:10:26,230
+عايزين. يبقى أول حاجة في التدريب أحتاج إنه أجمع
+
+1676
+02:10:26,230 --> 02:10:29,190
+معلومات عن هذه المشكلة، بدي أعرف هذه المشكلة، طب
+
+1677
+02:10:29,190 --> 02:10:32,350
+كيف بدي أعرف هذه المشكلة؟ من خلال، أول حاجة بقيم هذا
+
+1678
+02:10:32,350 --> 02:10:35,970
+القرار أو الموقف، هل هو مقبول ضمن القواعد
+
+1679
+02:10:35,970 --> 02:10:38,950
+الأخلاقية ولا لأ؟ هل تأخير موظفين عن الشغل الصبح
+
+1680
+02:10:38,950 --> 02:10:43,370
+مقبول ولا مش مقبول؟ غير مقبول، لأ، ما هو يمكن عنده
+
+1681
+02:10:43,370 --> 02:10:48,850
+عذر، مثلاً السيدة بتقول أنا بودّي ابني على الحضانة،
+
+1682
+02:10:48,850 --> 02:10:52,960
+بعدين باجي على الشغل، عشان إنو أنا بتأخر، أو موظف يقول
+
+1683
+02:10:52,960 --> 02:10:57,400
+الله، أنا ساكن من بعيد، وبس المواصلات بتأخرني، موظف
+
+1684
+02:10:57,400 --> 02:11:01,040
+ساكن جنب الشغل ولا عنده طفل ولا يحزنه، إذا كل حالة
+
+1685
+02:11:01,040 --> 02:11:04,600
+أحدها، إذا أنت عندك عذر مقنع خلاص، بتدخلي ضمن
+
+1686
+02:11:04,600 --> 02:11:08,350
+الإطار القانوني والأخلاقي. أما ده إنتي رايحة عليكي
+
+1687
+02:11:08,350 --> 02:11:11,190
+نومة زي يوم طالبة، اللي هي الساعة عشر بصراحة
+
+1688
+02:11:11,190 --> 02:11:14,310
+يامس رايحة عليكي نومة، عندي محاضرة الساعة ثمانية
+
+1689
+02:11:14,310 --> 02:11:16,150
+ما لحقتهاش، والساعة التاسعة ما لحقتهاش، ما لحقت
+
+1690
+02:11:16,150 --> 02:11:20,450
+محاضرتي، محاضرتي كانت على عشر، فأنا بكون.. بحكي
+
+1691
+02:11:20,450 --> 02:11:24,910
+لأخد مسؤلية، يعني من الزوجة، لأ يا miss، طب ليش
+
+1692
+02:11:24,910 --> 02:11:28,560
+رايحة عليكي نومة، يوم ضايع، ساعة ثانية، الساعة والله
+
+1693
+02:11:28,560 --> 02:11:31,660
+من عرف يمسّمه،  نبهران وأنا ما سمعتوش ضالة دماغي،
+
+1694
+02:11:31,660 --> 02:11:35,740
+ما شاء الله، فهذه ما عندهاش عذر يعني، طب لو أنت
+
+1695
+02:11:35,740 --> 02:11:39,960
+معزوم على حفلة الساعة ثمانية الصبح؟ عندك حفلة 8
+
+1696
+02:11:39,960 --> 02:11:44,400
+الصبح، ساعة 7 ونحن نكون في الحفلة، فلازم الموظف من
+
+1697
+02:11:44,400 --> 02:11:48,240
+جواه لازم يشعر  بإحساس بالمسؤولية والأمانة. فضلاً، يبقى
+
+1698
+02:11:48,240 --> 02:11:52,600
+أنا بدي أقيم هذا القرار، هل أو هذا السلوك أخلاقي
+
+1699
+02:11:52,600 --> 02:11:57,060
+ولا غير أخلاقي؟ هل بيحقق لي منفعة؟ لحظة السلوك نفسه
+
+1700
+02:11:57,060 --> 02:11:59,980
+ممكن يكون أخلاقي لموظف ولا أخلاقي لموظف تاني، حسب
+
+1701
+02:11:59,980 --> 02:12:05,080
+الظروف، وحسب الواقع الفردي، بيحقق مصلحة فردية ولا
+
+1702
+02:12:05,080 --> 02:12:08,980
+بيحقق مصلحة الجماعة كلها؟ ممتاز. الحقوق، هل بيحترم
+
+1703
+02:12:08,980 --> 02:12:12,700
+حقوقي أو حقوق الآخرين؟ هو يجب يحترم حقوقه وحقوق
+
+1704
+02:12:12,700 --> 02:12:17,440
+الناس وواجبه تجاه الآخرين. صحيح، العدالة، هل بيتماشى
+
+1705
+02:12:17,440 --> 02:12:21,460
+مع قضية العدالة؟ مش مقبول، إثنين عندهم طفلين و
+
+1706
+02:12:21,460 --> 02:12:25,620
+بيتأخروا عشان ودّوا أولادهم للحضانة، تيجي أنت يا
+
+1707
+02:12:25,620 --> 02:12:30,080
+مدير تعاقب واحدة وتدّعي التانية،  تفوت عدالة. يا بتسمح
+
+1708
+02:12:30,080 --> 02:12:33,140
+للإثنين، يا بتشوف لك حاجة، اتفضل. إذا كان الجواب على
+
+1709
+02:12:33,140 --> 02:12:36,120
+الأسئلة هذه، وعلى الاستفسارات هذه بنعم، يبقى..
+
+1710
+02:12:36,120 --> 02:12:40,660
+يبقى بأخد قراري إن هذا أخلاقي، هذا التصرف أخلاقي،
+
+1711
+02:12:40,660 --> 02:12:44,260
+إذا كان لا، لا يلبي، يبقى أنا هاخد برضه قرار إن لا
+
+1712
+02:12:44,260 --> 02:12:47,920
+أخلاقي، يبقى ما بنفعش أتصرفه. طيب إذا كان في بعض
+
+1777
+02:17:15,820 --> 02:17:21,110
+أزرق، وقلم، ضعف الساحرة. خدت الجلم، مش مشكلة، اهنا،
+
+1778
+02:17:21,110 --> 02:17:24,190
+أي عالي، بنص شاكل، بالنسبالي لا شيء، عشان بدي أعبّ
+
+1779
+02:17:24,190 --> 02:17:26,930
+الورقة بالمطار، أعطلته الجلم ومشيت، نسيت، خلص
+
+1780
+02:17:26,930 --> 02:17:30,430
+الموضوع طبعا ما شاء الله، المطار بحر، قاعدة بتفرج، و
+
+1781
+02:17:30,430 --> 02:17:35,190
+بتفسح، وماخدة راحتي، بعد فترة اللي الشاب الياباني
+
+1782
+02:17:35,190 --> 02:17:38,750
+بدور عليا، لجاني، لما لجاني زي اللي لجاله كنز،
+
+1783
+02:17:38,750 --> 02:17:41,450
+طبعا أنت فاجأت أنه قاعد بدور عليا، اللي هو بيعطيه
+
+1784
+02:17:41,450 --> 02:17:46,260
+الدُنيا، ما عرف كيف حسيت ولومها، بس يعني مش...مش
+
+1785
+02:17:46,260 --> 02:17:51,020
+سهلة تضيع وقتك وبتدور عليا عشان تعطيني الجلم، لكن
+
+1786
+02:17:51,020 --> 02:17:54,740
+من ناحية أخلاقية بتحسيها إيش؟ إن الجلم مش إله وإن
+
+1787
+02:17:54,740 --> 02:17:57,740
+هو ده إيش، أمن طبعا هو أعطاني الجلم، حياني بتحيته
+
+1788
+02:17:57,740 --> 02:18:01,780
+منه ذكورة... بتحية الشعب الياباني، ماشي، حسيت إني
+
+1789
+02:18:01,780 --> 02:18:05,300
+يوم ألمُ، إشي كتير منيح، حتى لو كان إشي بسيط، جلم
+
+1790
+02:18:05,300 --> 02:18:10,320
+من نص شتي، بس مش ملكي، ماشي، هذا موقف بيدل على أنه
+
+1791
+02:18:10,320 --> 02:18:14,360
+مش شرط تكون مسلم لحتى تكون عندك أخلاق، لكن لما تكون
+
+1792
+02:18:14,360 --> 02:18:18,180
+أنت مسلم، المفروض يكون عندك أخلاق، نختم الجزء
+
+1793
+02:18:18,180 --> 02:18:22,380
+الأول من هذا الفصل، أي سؤال؟ أو  سؤال؟  يعطيك العفو
diff --git a/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/sjJ-MOCzHZE_raw.srt b/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/sjJ-MOCzHZE_raw.srt
new file mode 100644
index 0000000000000000000000000000000000000000..dec027b9d6fe5f40ba3d85ebf967727b8316b8ca
--- /dev/null
+++ b/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/sjJ-MOCzHZE_raw.srt
@@ -0,0 +1,6552 @@
+1
+00:00:05,470 --> 00:00:07,350
+أعود بالله سبحانه و تعالى من الشيطان الرجيم بسم
+
+2
+00:00:07,350 --> 00:00:09,510
+الله الرحمن الرحيم الحمد لله والصلاة والسلام على
+
+3
+00:00:09,510 --> 00:00:13,530
+المصطفى الأمين سيدنا محمد وعلى آله ومن ساره على
+
+4
+00:00:13,530 --> 00:00:16,110
+نوري ضربيه بإحسان يوم الدين في البداية السلام
+
+5
+00:00:16,110 --> 00:00:20,650
+عليكم ورحمة الله كيف حالكم؟كيف حبسيتم؟ بخير ان شاء
+
+6
+00:00:20,650 --> 00:00:24,550
+الله بعد ما اتعرفنا مع بعض على مفاهيم الإدارة و
+
+7
+00:00:24,550 --> 00:00:28,250
+الأعمال في المحلات السابقة و أخدنا لمحة سريعة عن
+
+8
+00:00:28,250 --> 00:00:31,870
+الإدارة بين الماضي و الحاضر و اتعرفنا على أخلاقيات
+
+9
+00:00:31,870 --> 00:00:34,910
+او ال text ال business اليوم ان شاء الله هنحكي عن
+
+10
+00:00:34,910 --> 00:00:38,230
+حاجة متبطة في نفس الموضوع اللي هي المسئولية الاشي
+
+11
+00:00:38,230 --> 00:00:41,330
+الاجتماعية قبل ما نحكي عن المسئولية الاجتماعية
+
+12
+00:00:41,330 --> 00:00:46,330
+نشوف مع بعض المقطع هذا ساعدنا
+
+13
+00:00:46,330 --> 00:01:12,140
+شويةبمعرفة ما هي المسئولية الاجتماعية تشوف
+
+14
+00:01:12,140 --> 00:01:14,780
+مع بعض
+
+15
+00:01:31,120 --> 00:01:33,820
+طبعا كل طالب اللي بتحكينا إيش أكتر أشي اللي أفدت
+
+16
+00:01:33,820 --> 00:01:34,600
+انتباهها؟
+
+17
+00:03:09,450 --> 00:03:20,750
+نكتفي بهذا القدر
+
+18
+00:03:20,750 --> 00:03:35,050
+تفضلي
+
+19
+00:03:36,950 --> 00:03:40,670
+الفرض يدار على المنصب في المجتمع يؤثر أو يتأثر
+
+20
+00:03:40,670 --> 00:03:46,310
+فيه، وكذلك الأسرة يجب أن تبان في المسئولية تجاه
+
+21
+00:03:46,310 --> 00:03:52,710
+المجتمع، يجب أن يعرف واجباته وحقوقه، وكذلك تدخل
+
+22
+00:03:52,710 --> 00:03:56,350
+التنبية للدينية والإسلام في تنمية هذا الشغل، إيه
+
+23
+00:03:56,350 --> 00:03:59,250
+العلاقة يعني؟ إيه العلاقة؟ طبعا في .. من حين تنهي
+
+24
+00:03:59,250 --> 00:04:02,430
+عن المنظر والأمر المعروف، وإن كل .. كل فرض في
+
+25
+00:04:02,430 --> 00:04:05,150
+المجتمع لهو واجباته لهو حقوق عليه ومسئولية تجاه
+
+26
+00:04:05,150 --> 00:04:21,130
+الجماعةOkay شكرا تفضلي شكرا
+
+27
+00:04:21,130 --> 00:04:27,080
+تفضليالمسؤولية الاجتماعية يعني وكده ساعدات تانش قد
+
+28
+00:04:27,080 --> 00:04:30,980
+اجتماعية إذا كان الفرق التاني أفضل إنه يكون على
+
+29
+00:04:30,980 --> 00:04:36,160
+أساس دينه على أساس أخطاب ومشارك ويفهم المسؤوليات
+
+30
+00:04:36,160 --> 00:04:41,780
+وحاجات كل فرد وفهم الحقوق وفهم الحقوق وفهم
+
+31
+00:04:41,780 --> 00:04:45,300
+الواجبات فإذا فهم الحقوق والواجبات يراعى كل شخص في
+
+32
+00:04:45,300 --> 00:04:49,060
+المجتمع فتفهم محتاجات كل شخص في المجتمع فبالتالي
+
+33
+00:04:49,060 --> 00:04:51,640
+يشارك معاهم شكرا جزيلا تفضلي
+
+34
+00:04:55,710 --> 00:05:13,190
+مش الكل؟ مش الكل؟ اه okay
+
+35
+00:05:13,190 --> 00:05:22,130
+شكرا تفضل مالحكتيش okayقبل ما نعرف شو هي المسؤولية
+
+36
+00:05:22,130 --> 00:05:25,470
+الاجتماعية، في أمامنا أيقونات على ال slide طبعا
+
+37
+00:05:25,470 --> 00:05:31,770
+هذه ترجمة بتاعتها، شو هذ بتعني؟ أو ليش بتدل؟ لماذا
+
+38
+00:05:31,770 --> 00:05:36,470
+تشير هذه الصورة؟
+
+39
+00:05:36,470 --> 00:05:41,910
+الفرض هو
+
+40
+00:05:41,910 --> 00:05:46,650
+المجتمع؟ هل ممكن يحكي إنه نجاح المجتمع من نجاح
+
+41
+00:05:46,650 --> 00:05:53,360
+أفراده؟ممكن تكون هذه إيه قصده؟ أن هذه المشكلة قصده
+
+42
+00:05:53,360 --> 00:06:01,400
+والعوامل بتأثر عليها ممكن، تفضلي شو
+
+43
+00:06:01,400 --> 00:06:06,340
+شايفها؟ ربط التعامل ممتاز، في تعامل، مسئولية
+
+44
+00:06:06,340 --> 00:06:11,080
+معناها تعامل، ممتاز بشكل عام كل إشي عملناه بالبنية
+
+45
+00:06:11,080 --> 00:06:15,680
+تحتيا الصح، صحيح، يظهر إشي صحيحإذا كانت البنية
+
+46
+00:06:15,680 --> 00:06:18,400
+التحتية سليمة في الشيء الطبيعي أن نكون الظاهر أو
+
+47
+00:06:18,400 --> 00:06:22,860
+الأساسيات سليمة تفضلي المشاركة هي الأساس تجري فيه
+
+48
+00:06:22,860 --> 00:06:26,120
+أنه إيد على إيد بيه الناس صحيئة إيد على إيد
+
+49
+00:06:26,120 --> 00:06:30,720
+بالساعة تفضلي مجتمعيكم بمشاركة نهار مختلفة ممتاز
+
+50
+00:06:30,720 --> 00:06:40,660
+شكرا لكم ما المقصود بالمسئولية الاجتماعية نمسك
+
+51
+00:06:40,660 --> 00:06:46,510
+السطرين أول و نطلع عليها منها بيقرأالنظرية
+
+52
+00:06:46,510 --> 00:06:49,570
+الاجتماعية هي مجموعة الواجبات أو التصرفات التي
+
+53
+00:06:49,570 --> 00:06:53,410
+تقوم بها المنظمة من خلال قراراتها بالبيادة رفعية
+
+54
+00:06:53,410 --> 00:06:57,810
+للمجتمع ودعمها بالمصالحي إضافة إلى مصالحها الخاصة
+
+55
+00:06:57,810 --> 00:07:03,070
+إذا أنا عندي منظمة زي ما أخدناها قبل كده تعمل في
+
+56
+00:07:03,070 --> 00:07:07,510
+البيئة الداخلية أو في البيئة بشكل عام هذه المنظمة
+
+57
+00:07:07,510 --> 00:07:13,170
+لازم تهتم في المجتمع لحتى المجتمع يحافظ على وجودها
+
+58
+00:07:13,170 --> 00:07:19,670
+بمعنىالان عندنا شركة جوال ع سبيل المثال شركة ربحية
+
+59
+00:07:19,670 --> 00:07:24,110
+صار عندنا منافسة اللي هي منافسة شركة صار عليها
+
+60
+00:07:24,110 --> 00:07:29,930
+منافسة اللي هي Orido برضه ربحية عشان الناس
+
+61
+00:07:29,930 --> 00:07:33,050
+مايتركوش هنا و ييجوا هنا او يتركوا هنا و ييجوا هنا
+
+62
+00:07:33,050 --> 00:07:39,450
+صح انت هدفك الربح بس عشان تربحي لازم محافظة على
+
+63
+00:07:39,450 --> 00:07:39,990
+العملاء
+
+64
+00:07:42,580 --> 00:07:46,100
+إذا أي شركة عشان تربح أو تظل عقيد الحياة لازم
+
+65
+00:07:46,100 --> 00:07:50,280
+تحافظ على زباينها من أين يأتي العملاء أو الزباين؟
+
+66
+00:07:50,280 --> 00:07:57,120
+من المجتمع إذا علاقة تبادلية الشركة عشان تحافظ على
+
+67
+00:07:57,120 --> 00:08:00,420
+زباينها القادمين في المجتمع لازم تقدم خدمات
+
+68
+00:08:00,420 --> 00:08:10,800
+للمجتمع ناخد مثال قامت شركة اتصالات بتمويل
+
+69
+00:08:13,200 --> 00:08:19,200
+شارع الرشيد اللولة على البحر طبعا كان فيه تمهيد
+
+70
+00:08:19,200 --> 00:08:27,440
+Asphalt تشجير و هكذا الحالة هذه مين اشرحلنا إياها
+
+71
+00:08:27,440 --> 00:08:31,600
+هل شركة صارت جامد عشان خاطر سواد عينين الناس
+
+72
+00:08:31,600 --> 00:08:36,800
+بتحبهم فرحت تعملهم شارع و لا موضوع و لا حاجة تانية
+
+73
+00:08:36,800 --> 00:08:45,110
+دراية لأ دراية مالهاش لأمصلحتها في إرضاء زبائن
+
+74
+00:08:45,110 --> 00:08:48,510
+تعمل
+
+75
+00:08:48,510 --> 00:08:54,550
+خدمة إجتماعية لإيه؟ صحيح، حابب تضيفي؟ لأن هذا
+
+76
+00:08:54,550 --> 00:09:00,470
+المثال المسئولي للإجتماعي أن الشركة بتحقق أرباحمن
+
+77
+00:09:00,470 --> 00:09:03,470
+وين بيجوا أرباحها من الزباين زباين من وين موجودين
+
+78
+00:09:03,470 --> 00:09:08,490
+في المجتمع يقع لعاتق الشركة قانونيا يعني مش تفضل
+
+79
+00:09:08,490 --> 00:09:12,490
+قانونيا ان نزل من الأرباح هذه تروح لصالح المجتمع
+
+80
+00:09:12,490 --> 00:09:18,290
+ماشي فجابوا شركة أرباح وعملوا شرع رشيد واضح نفس
+
+81
+00:09:18,290 --> 00:09:28,090
+الشيء لو شركة كتبت تم تمويل إعادة
+
+82
+00:09:29,020 --> 00:09:37,120
+اعمار مثلا صفين في مدرسة هذا اسمه مش مسئولية
+
+83
+00:09:37,120 --> 00:09:41,180
+اجتماعية اذا ان ببساطة المسئولية الاجتماعية مجموعة
+
+84
+00:09:41,180 --> 00:09:44,860
+من الواجبات لان هم ما بتفضلوا الناس او التصرفات
+
+85
+00:09:44,860 --> 00:09:52,560
+تقوم بيها المؤسسة من خلال اتخاذ قرار اما بحال
+
+86
+00:09:52,560 --> 00:09:57,540
+المشكلة في المجتمع الشارع مكسر الشارع مكسر يلا
+
+87
+00:09:57,540 --> 00:10:03,870
+نسويهمستشفى هدى فى قسم بدّوا يعاد ترميم يلا نعمله
+
+88
+00:10:03,870 --> 00:10:10,150
+ماشى بدنا نسوي افطار جماعة لأيتام مثلا اذا انا اما
+
+89
+00:10:10,150 --> 00:10:15,530
+احل المشاكل او ازيد رفاهية المجتمع هدف الأساسى
+
+90
+00:10:15,530 --> 00:10:19,870
+اهتم بالمجتمع عشان مصلحتى انا دماغ تانية كيف يجاى
+
+91
+00:10:19,870 --> 00:10:25,120
+زى حرقة انا شركة عشان اربحلازم أخد بالي من
+
+92
+00:10:25,120 --> 00:10:28,560
+المجتمع، ايش دخل المجتمع؟ هو المجتمع سبب وجودي أنا
+
+93
+00:10:28,560 --> 00:10:34,020
+وسبب أرباحي أنا كشركة فأنا باخد أرباح من المجتمع،
+
+94
+00:10:34,020 --> 00:10:38,300
+باخد منها نسبة، بمول فيها حاجة في المجتمع زي ما
+
+95
+00:10:38,300 --> 00:10:43,100
+حكينا، إما نرمم قسم في المستشفى أو نسوي الشارع،
+
+96
+00:10:43,100 --> 00:10:49,360
+نمهده أو بنبني مدرسة بسيطة حسب أمواليناأو ممكن
+
+97
+00:10:49,360 --> 00:10:52,960
+نعمل تشجير في الشارع هذي كلها مسئولية إيش؟ إيش
+
+98
+00:10:52,960 --> 00:10:56,360
+شمالي؟ طبعا عشان الناس تيعرف إنه أنا شركة فلان
+
+99
+00:10:56,360 --> 00:11:00,880
+عملت كذا بحط لوحة تم تمويل هذا المحقق بدون يعرفه
+
+100
+00:11:00,880 --> 00:11:03,560
+لازم أنا أبين يعني تم تمويل هذا المشروع من كذا كذا
+
+101
+00:11:04,150 --> 00:11:07,470
+إذن المسئولة الشمعية الواجبات والتصرفات اللي بتقوم
+
+102
+00:11:07,470 --> 00:11:12,110
+بها المؤسسة لحل مشاكل المجتمع وزيادة رفاهيته عشان
+
+103
+00:11:12,110 --> 00:11:15,930
+كده هي سموها إجتماعية لأن المستهدف فيها مين؟
+
+104
+00:11:15,930 --> 00:11:19,730
+المجتمع لنشوف أيش مخبرنا كمان الأخت اللي كانت تقرا
+
+105
+00:11:21,430 --> 00:11:24,850
+بعد زيادة النقل مواجهة منظمات الأعمال لتدريس
+
+106
+00:11:24,850 --> 00:11:28,750
+الأرفع وعالم براعات للمجتمع الذين تعمل في الـP&E،
+
+107
+00:11:28,750 --> 00:11:32,930
+اضعبت الدعوات إلى أن تبنى هذه المنظمات وأصحاب قوس
+
+108
+00:11:32,930 --> 00:11:37,910
+الأعمال المدورية تستخدمها على مجموعة اجتماعية، ثم
+
+109
+00:11:37,910 --> 00:11:41,630
+توسع هذا المجموعة إلى الـP&E شوي شوي شوي، إيش
+
+110
+00:11:41,630 --> 00:11:44,930
+الناس اتطلعوا؟ إن الشركة بتبيع السلع والخدمة،
+
+111
+00:11:44,930 --> 00:11:49,640
+وبتربحوا كله في خزانتها،وكل صالحها، طب الناس وين
+
+112
+00:11:49,640 --> 00:11:52,200
+عايشة في المجتمع؟ طب أنتم مالكوش ولا دول في
+
+113
+00:11:52,200 --> 00:11:56,540
+هالمجتمع؟ إذن من تكدوس أرباح الشركات وإهمالها
+
+114
+00:11:56,540 --> 00:12:02,220
+للمجتمعات، ظهر عندنا المسئولية الاشتماعية ثم توسع
+
+115
+00:12:02,220 --> 00:12:05,480
+هذا المفهوم إلى قيام بعض المنظمات لتحسين طروف
+
+116
+00:12:05,480 --> 00:12:09,680
+العمل الدهنية إذن بدأوا من دخلهم بعدين للناس من
+
+117
+00:12:09,680 --> 00:12:13,940
+حيث زيادة مشروعهم وتوفير رعاية صفية لعوائلهم وغير
+
+118
+00:12:13,940 --> 00:12:21,130
+كامنة لمارسةOkay شكرا إذا المسؤولة الاجتماعية تسعى
+
+119
+00:12:21,130 --> 00:12:26,290
+إلى تحسين نوعية الحياة الشارع مكسر بيروح من عليه
+
+120
+00:12:26,290 --> 00:12:32,370
+تمهيد صار كويس توفير لك استقرار اجتماعي تقوم شركة
+
+121
+00:12:32,370 --> 00:12:36,430
+كذا تتبنى أكتر من شاب تعملهم زواج و لا علاج زيادة
+
+122
+00:12:36,430 --> 00:12:40,870
+التكافل بين الشركة و المجتمع و العناية مش رايحش
+
+123
+00:12:40,870 --> 00:12:45,910
+المجتمع دون تمييز في أمامنا ايقونة هنا طلعها فوق
+
+124
+00:12:48,330 --> 00:12:55,370
+بعطيني قمتي ل .. لإيش؟ للمسئولية الاجتماعية؟ نشوف
+
+125
+00:12:55,370 --> 00:13:06,470
+مع بعض طبعا هي الكلام مش واضح نمشي أصلا ودا فئات
+
+126
+00:13:06,470 --> 00:13:13,730
+أو نمادج، إيش بصير؟ نشوف مع بعض، مين يحب يشرحلنا؟
+
+127
+00:13:13,730 --> 00:13:14,370
+اشترحل حاجة
+
+128
+00:13:25,220 --> 00:13:29,460
+تفضل يعني مثلا طلبات المدارس دولة ممكن نقدم حقائق
+
+129
+00:13:29,460 --> 00:13:32,940
+.. حقائق مدرسية ممتاز تقدملهم قطاصية بداية السنة
+
+130
+00:13:32,940 --> 00:13:35,500
+بس لازم تسويهم الليلة عشان الناس مايقولكيش وين انا
+
+131
+00:13:35,500 --> 00:13:40,980
+هتربحك هاي او تحط الشعار طلبات الجامعات طلبات
+
+132
+00:13:40,980 --> 00:13:43,920
+المدارس كمان ممكن زي ما قلنا نسويلهم صفر مختبر
+
+133
+00:13:43,920 --> 00:13:49,740
+حسوب المهد الساحة نعمل مية مختبر حسوب اتبرع فيها
+
+134
+00:13:49,740 --> 00:13:55,110
+الخارجينأو طلاب الجامعة، هذا بـ .. بـ .. برمز
+
+135
+00:13:55,110 --> 00:13:58,770
+الاثنين تقدّمهم منح محلي أو دولي أو حتى .. منح،
+
+136
+00:13:58,770 --> 00:14:03,350
+قروض، بطار،
+
+137
+00:14:03,350 --> 00:14:07,990
+إخراج إليهم، عقد عام المؤقت و هكذا، مين عندنا
+
+138
+00:14:07,990 --> 00:14:13,390
+كمان؟ دو الإحتياجات الخاصة، ده لما إحنا .. هذا
+
+139
+00:14:13,390 --> 00:14:16,410
+لزمي، لما نبني أي مبنى جديد، لازم يكون في مكان
+
+140
+00:14:16,410 --> 00:14:20,050
+يطلعوا ينزلوا منه، بينفعش يطلعوا على الدرج، ماشي،
+
+141
+00:14:20,050 --> 00:14:24,740
+أعملهم حفلة،أعد أكم واحد ناقص كرسي أو الكرسي بتاعه
+
+142
+00:14:24,740 --> 00:14:28,840
+و صرقة دي من جبلهيا كل هذا مابعملوش انا في الخفاء
+
+143
+00:14:28,840 --> 00:14:37,720
+لازم تعرف ان انا عملت كذا ماشي هذا التشجير هي
+
+144
+00:14:37,720 --> 00:14:43,920
+هنا هذا زي ما حكينا ممكن نساهم في ترميم مستشفى قسم
+
+145
+00:14:43,920 --> 00:14:49,440
+في المستشفى و هكذا إذا المسئولية الشماعية ببساطة
+
+146
+00:14:49,440 --> 00:14:56,350
+عبارة عنواجبات المؤسسة تجاه المجتمع لحتى تضمن
+
+147
+00:14:56,350 --> 00:15:03,630
+بقائها إذن أرباح المؤسسة ليست مطلقة لها بل يجب أن
+
+148
+00:15:03,630 --> 00:15:11,370
+يتم توزيعها ما بينه توزيع ما بين المؤسسة و المجتمع
+
+149
+00:15:11,370 --> 00:15:20,620
+واضح ولا عيدها؟ عيدها أستاذة سميرةما المقصود
+
+150
+00:15:20,620 --> 00:15:25,260
+بالمسئولية الاجتماعية للمنظمات.
+
+151
+00:15:38,600 --> 00:15:45,920
+ممكن تبسطيها إلينا؟ يعني أنا مش عارفاها. بدك
+
+152
+00:15:45,920 --> 00:15:52,480
+توصليلي الفكرة.المنظمات تكون منتجة من المجتمع
+
+153
+00:15:52,480 --> 00:15:54,880
+وتقدّم خدمات ويحصل زبايا ‏- هي الشيء الطبيعي، هذه
+
+154
+00:15:54,880 --> 00:15:57,900
+شفاتها ‏- تكون فيها عملاء وزبايا ‏- الشيء الطبيعي
+
+155
+00:15:57,900 --> 00:15:59,940
+لها زبايا ‏- مدى الفيزيون ‏- لأ إحنا موجودين ‏-
+
+156
+00:15:59,940 --> 00:16:03,720
+طيب ‏- وبالتالي هي تفاقص أرضها ‏- هم أصلا بربح ‏-
+
+157
+00:16:03,720 --> 00:16:08,980
+هم بربحها وبالتالي في قانون عليها أن تقدّم شيء
+
+158
+00:16:09,990 --> 00:16:12,430
+هتخدم المجتمع لما تجيب الفلوس يا ويلى؟ من الأرباح
+
+159
+00:16:12,430 --> 00:16:15,650
+.. من الأرباح لأن هناك جزء من أرباح الشركات مقططة
+
+160
+00:16:15,650 --> 00:16:21,030
+لخدمتاش المجتمع، واضحة؟ هل نعيدها؟ نشوف إيش حكينا
+
+161
+00:16:21,030 --> 00:16:25,390
+كمان، تفضلي ممكن أحكي بشكل مبتصر يا راجبات المؤسسة
+
+162
+00:16:25,390 --> 00:16:29,330
+ومن مجهة المجتمع، ممتاز، سحر؟ لأ، سحر إقرأة
+
+163
+00:16:51,810 --> 00:16:59,550
+عين المجتمع في الجامعة أو ندوة طبعا بحتاج تمويللو
+
+164
+00:16:59,550 --> 00:17:02,330
+إيجى بنك فلسطين هو الرقم واحد في تقديم الخدمات في
+
+165
+00:17:02,330 --> 00:17:06,430
+المجتمع وموله، هذا بيكون إيش؟ خدمة .. هذا بيكون
+
+166
+00:17:06,430 --> 00:17:11,430
+مسئولية اجتماعية، تفضلي تطبعي
+
+167
+00:17:11,430 --> 00:17:15,010
+مش هتقدر الحكومة تشيل كل حاجة يعني، هأ انتوا
+
+168
+00:17:15,010 --> 00:17:22,290
+بستربح أو خلاص، لأ طبعا، بتاكشيل معانا يلّا
+
+169
+00:17:22,290 --> 00:17:25,890
+تنظف الشاطئ اليوم، تنظيف الشاطئ أو تنظيف الشوارع
+
+170
+00:17:25,890 --> 00:17:27,210
+أو تنظيف المدارس؟
+
+171
+00:17:29,590 --> 00:17:33,550
+طبعا هنا يا أخوات أي مصنع بلوت البيئة بسبب الدخان
+
+172
+00:17:33,550 --> 00:17:38,270
+اللي بطلع هذا ممنوع يفتح، ممنوع يترخص، اللي احنا
+
+173
+00:17:38,270 --> 00:17:43,750
+جولنا عنها التشجير، انشجر الشوارع، انشجر المدارس،
+
+174
+00:17:43,750 --> 00:17:57,070
+الملاعب، اشوف ليه حاجة أعملهاأه صحيح تفضلي مش
+
+175
+00:17:57,070 --> 00:18:04,250
+هدماش
+
+176
+00:18:04,250 --> 00:18:07,650
+مش هدول اللي بيسوي المسئولة الشمعية هدول اللي
+
+177
+00:18:07,650 --> 00:18:12,850
+بيجيبلوا المؤسسات قطعة خاصية لسوي المسئولة الشمعية
+
+178
+00:18:12,850 --> 00:18:20,180
+تفضليتخصص مساقات دراسية في الجامعات خاصة في
+
+179
+00:18:20,180 --> 00:18:24,860
+المجتمع. هو مش تخصص، هو مادة، مش تخصص، أه. وذلك
+
+180
+00:18:24,860 --> 00:18:29,760
+الدور الأساسي الذي باتت موظموات الأعمال تلعبه إلى
+
+181
+00:18:29,760 --> 00:18:33,420
+جانب المؤتمرات والندوات المنعقدة لبناقة شديدة.
+
+182
+00:18:33,460 --> 00:18:38,780
+أيوة، احنا بالسماء بنعمل أيام دراسية على المسؤولية
+
+183
+00:18:38,780 --> 00:18:43,050
+الاجتماعية.طبعا احنا مابدنا نجيب كلام نظر كما احنا
+
+184
+00:18:43,050 --> 00:18:48,770
+شايفينه في الكتب بروح بنجيب شركة أو مؤسسة وبعدين
+
+185
+00:18:48,770 --> 00:18:53,330
+بنجيب قوائمها المالية لحد تنربح جداش الربح نعرف
+
+186
+00:18:53,330 --> 00:18:56,110
+جداش الربح مانفعش اقول لو واحد خسران تعالي تسوي طب
+
+187
+00:18:56,110 --> 00:19:00,550
+هو خسران جداش الربح وبنان عليه بنعرف أشكال
+
+188
+00:19:00,550 --> 00:19:07,650
+المسؤولية الاجتماعية example Bank of Palestine
+
+189
+00:19:09,990 --> 00:19:20,550
+يموّل حملة للكشف المبكر عن منغشة سرطان التدريب
+
+190
+00:19:20,550 --> 00:19:26,410
+ورايح ماخد مركز إله فروع و عامل معاه إيش الحملة هو
+
+191
+00:19:26,410 --> 00:19:30,950
+مش بنك، إيش وداه على ال .. إيش دخله في الموضوع؟
+
+192
+00:19:30,950 --> 00:19:34,330
+إيش دخل ال bank في موضوع الكشف عن المرض ولا حاجة؟
+
+193
+00:19:34,330 --> 00:19:39,730
+حاشة الحالة ليش؟هو عنده أجهزة؟ لأ عنده شعار؟ لأ
+
+194
+00:19:39,730 --> 00:19:43,970
+لكن هو اللي مول وعمل إعلان مع المراكز بتاع يا
+
+195
+00:19:43,970 --> 00:19:48,010
+جماعة بدل الكشف مثلا من كلفة خمسين أو مائة شكل
+
+196
+00:19:48,010 --> 00:19:55,070
+بتعمليه بخمسة مالهم صاروا كويسين؟ البنك مولهم يعني
+
+197
+00:19:55,070 --> 00:20:00,250
+البنك غطى تكليف الحملة هذه وخلّى الناس تاجي هذا
+
+198
+00:20:00,250 --> 00:20:05,730
+اسمه مسئولية ايش؟ مسئولية اجتماعية واضح؟زي مثلا
+
+199
+00:20:05,730 --> 00:20:14,150
+تيجي مثلا شركة صلاة وليه مايعنيش علاقة عن الزواج
+
+200
+00:20:14,150 --> 00:20:20,290
+المبكر هتقولي ما هم جلبوا محكمة شرعية هدول؟ لأ ها
+
+201
+00:20:20,290 --> 00:20:23,650
+هذه مسئولية إيش اجتماعية يعني اللي بقدر عليه من
+
+202
+00:20:23,650 --> 00:20:28,270
+أرباحي بقدمه اللي بنقدر عليه إيش بنقدمه
+
+203
+00:20:32,210 --> 00:20:35,630
+نشوف ايش وجهة نظر الناس اللي بتطلبهم المسؤولية
+
+204
+00:20:35,630 --> 00:20:44,450
+الاجتماعية سلام ان شاء الله سلام خلصت قراءة ولا
+
+205
+00:20:44,450 --> 00:20:44,970
+لسه؟
+
+206
+00:21:27,880 --> 00:21:30,920
+طبعا لما نوزع لوحات في المدينة و نكتب عليها حافظ
+
+207
+00:21:30,920 --> 00:21:33,680
+عن نظافة و نحط شعارنا يعني شفونا هذا الشكل من
+
+208
+00:21:33,680 --> 00:21:38,800
+المسئولية الاجتماعية، خلصوها لسه؟ ماذا قال
+
+209
+00:21:38,800 --> 00:21:43,080
+المفكرون الكلاسيكيون؟ مين لخص ما قالوا؟ مين كمان،
+
+210
+00:21:43,080 --> 00:21:48,140
+تفضلي؟ المفكرون الكلاسيكيون كانوا ضد شركات أو
+
+211
+00:21:48,140 --> 00:21:53,520
+نظامات العمل هدولة بخة ده؟ هدولة بخة؟
+
+212
+00:21:55,000 --> 00:21:58,400
+أرباحي وانت مالك وانا اشتخلني في المجتمع ومشاكل
+
+213
+00:21:58,400 --> 00:22:05,340
+وقصصه نسيوا ان سبب أرباحي أنا هو المجتمع، اذا هدول
+
+214
+00:22:05,340 --> 00:22:09,660
+كانوا نفضين تماما فكرة انك تطلعي دولار واحد من
+
+215
+00:22:09,660 --> 00:22:14,000
+أرباحك للمجتمع، بأي شكل من الأشكال، شكرا، نشوف
+
+216
+00:22:14,000 --> 00:22:20,190
+الفكرة الحديث، ايش شافه؟ تفضليوالطماطم يكونينها
+
+217
+00:22:20,190 --> 00:22:25,310
+مسئولية و لازم تتصرف كمواطن صالح و تستثمى عاملته
+
+218
+00:22:25,310 --> 00:22:31,370
+من نظرة من التلوث و إحتياط و إتداف الموارد ممتاز
+
+219
+00:22:31,370 --> 00:22:34,250
+إذا انتوا اللي عاكسوا الكلام قالوا لأ لازم احنا
+
+220
+00:22:34,250 --> 00:22:40,130
+نقدم نسبة من أرباحنا للمجتمعات بأشكال مختلفة لأنه
+
+221
+00:22:40,130 --> 00:22:43,310
+سبب وجود المؤسسة و نجاحها و أرباحها هو المجتمع
+
+222
+00:22:43,310 --> 00:22:47,050
+فلازم يكون فعل و ردفعل لازم يكون علاقة إيش علاقة
+
+223
+00:22:47,050 --> 00:22:48,210
+تبادلية
+
+224
+00:22:52,860 --> 00:22:58,260
+الناس اللي قالوا هي طبعا معاكستها دي الناس اللي
+
+225
+00:22:58,260 --> 00:23:00,660
+عارضوا المسئولية الاجتماعية اللي هو من ناحية يدك
+
+226
+00:23:00,660 --> 00:23:13,180
+اليسار ما هي أسباب رفض المسئولية الاجتماعية؟ في
+
+227
+00:23:13,180 --> 00:23:17,040
+ناس قالوا حكوا حد الله مابندمنكوا حاجة ما هي أسباب
+
+228
+00:23:17,040 --> 00:23:23,140
+الرفض؟ تفضللأنهم قلت إن مجال تخصصهم مختلف عن مجال
+
+229
+00:23:23,140 --> 00:23:26,220
+البرامج الانتجارية والمجتمعية الوطنية الوطنية
+
+230
+00:23:26,220 --> 00:23:27,780
+الوطنية البرامج الوطنية الوطنية الوطنية الوطنية
+
+231
+00:23:27,780 --> 00:23:28,580
+الوطنية الوطنية الوطنية الوطنية الوطنية الوطنية
+
+232
+00:23:28,580 --> 00:23:28,580
+الوطنية الوطنية الوطنية الوطنية الوطنية الوطنية
+
+233
+00:23:28,580 --> 00:23:35,440
+الوطنية الوطنية
+
+234
+00:23:35,440 --> 00:23:37,100
+الوطنية الوطنية الوطنية الوطنية الوطنية الوطنية
+
+235
+00:23:37,100 --> 00:23:37,160
+الوطنية الوطنية الوطنية الوطنية الوطنية الوطنية
+
+236
+00:23:37,160 --> 00:23:44,140
+الوطنية الوطنية الوطنية الو
+
+237
+00:23:49,600 --> 00:23:52,000
+زي ما توش راحنا على بنك فلسطين لما هو الحملة
+
+238
+00:23:52,000 --> 00:23:56,260
+للفحص، لا راح جايب أجهزة ولا فاتح مستشفى، فلأ،
+
+239
+00:23:56,260 --> 00:24:00,380
+بروح ع مكان معروف ونظيف وسمعة كويسة، هاي الفلوس،
+
+240
+00:24:00,380 --> 00:24:04,160
+سوولنا حملة كده، إذا أنا مابدخلش نفسي في شغل ماليش
+
+241
+00:24:04,160 --> 00:24:06,640
+فيه، أنا بس بعطيك الفلوس، تفضلي
+
+242
+00:24:11,050 --> 00:24:15,550
+ممكن هو عنده حرية الاختيار يشوف مع مين بيشتغل شكرا
+
+243
+00:24:15,550 --> 00:24:23,930
+قلت لماذا كان هناك رفض لكلام كويس هذا؟
+
+244
+00:24:23,930 --> 00:24:28,670
+أول حاجة ممكن يكون مافيش خبرة في الموضوع أنا
+
+245
+00:24:28,670 --> 00:24:32,950
+ماعنديش خبرة تاني
+
+246
+00:24:32,950 --> 00:24:36,590
+حاجة لو أنا احتكرت السوق
+
+247
+00:24:41,750 --> 00:24:47,730
+المجتمع ليس له خيار طب و ليش انا اعطيكم الارباح يا
+
+248
+00:24:47,730 --> 00:24:51,510
+بدا الفشلانة؟ إذا لو أحنا كنا محتكرين السوق في
+
+249
+00:24:51,510 --> 00:24:55,710
+الشركة مش طبيعي أنكم مجبرين تتعاملوا معايا و ليش
+
+250
+00:24:55,710 --> 00:24:58,890
+أحافظ عليكم يا بدا الفشلانة؟ بعض الناس بيشوفوا هذا
+
+251
+00:24:58,890 --> 00:25:04,050
+النظرة أيضا بعض المعارضين بيقولوا لأ بصير تضارب
+
+252
+00:25:04,050 --> 00:25:07,070
+بيننا و بين ايش المسئولين على هذه المهمة
+
+253
+00:25:09,600 --> 00:25:16,080
+زي تشجير الشارع والله يا ده مش شغلنا طب احنا ليش
+
+254
+00:25:16,080 --> 00:25:18,220
+روحوا الشارع تشجر؟ احنا ماقولناش روحوا تشجر احنا
+
+255
+00:25:18,220 --> 00:25:21,600
+قولنا اعطاها فلوس بس بعض الناس مفهومة بشكل تاني
+
+256
+00:25:21,600 --> 00:25:27,760
+يعني تجزك روح انت ابني بيدك الفصل او القسم اها
+
+257
+00:25:27,760 --> 00:25:36,400
+..لان هذه ارباح كانت مية ..مية ألف لو أخدتنا منها
+
+258
+00:25:36,400 --> 00:25:37,600
+مدى من عشرين ألف
+
+259
+00:25:40,690 --> 00:25:49,290
+للمجتمع كم سيبقى لدي هذا
+
+260
+00:25:49,290 --> 00:25:53,930
+هو الراحة طب و أنا مالي ماخدين مني عشرين ألف ليش
+
+261
+00:25:53,930 --> 00:25:57,290
+ان شاء الله اذا لما تدفعي من ارض لان و احنا
+
+262
+00:25:57,290 --> 00:26:02,970
+بندفعها من الأرباح جاب للدريبة لما ندفعها من
+
+263
+00:26:02,970 --> 00:26:08,170
+الأرباح هتقل الأرباحلأ عن جد و أنا مالو بالمجتمع
+
+264
+00:26:08,170 --> 00:26:11,950
+اللي هو عشان ذلك رفضوا إيش الفكرة أيضا في
+
+265
+00:26:11,950 --> 00:26:16,110
+الشيماعير لقياس اللي ده بمعنى يا أخوات هو صح
+
+266
+00:26:16,110 --> 00:26:22,070
+قانونا الشركات داخل البدء ملزمة بالمسؤولية
+
+267
+00:26:22,070 --> 00:26:28,830
+الشيماعية لكن غياب الرقابة هذا بيخلينا نتهربماشي
+
+268
+00:26:28,830 --> 00:26:32,110
+إذا المعارضين بيقولوا يا جماعة بدل ما حدش مدور
+
+269
+00:26:32,110 --> 00:26:35,610
+عليك ساعت الموشومة ما ساعتش ليش مغالبة حالك؟
+
+270
+00:26:35,610 --> 00:26:39,170
+خلّيكي متخبية وأرباحك إلك بس حدا يفكر دوة إذا
+
+271
+00:26:39,170 --> 00:26:42,870
+المعارضين شايفين إن الموضوع زي التهرب الضريبي بدل
+
+272
+00:26:42,870 --> 00:26:46,790
+ما حدش مدور عليكي خليكي سكتة نفس الجثة بدل مافيش
+
+273
+00:26:46,790 --> 00:26:52,430
+مراقبة من الجهة التابعة للحكومة بإلزام الشركات
+
+274
+00:26:52,430 --> 00:26:56,670
+قانونا بالمسؤولية الشماعيةليش نغلب حالنا؟ احنا
+
+275
+00:26:56,670 --> 00:26:59,550
+خاينة متخبئين بس هم ما يذكرونا، إذا المعارضين
+
+276
+00:26:59,550 --> 00:27:03,130
+المسؤولين الاجتماعي كانوا شايفين إنه هم يعني كأنه
+
+277
+00:27:03,130 --> 00:27:07,090
+المثلة واصلة غلط، أنا إيش فهمني الأجهزة المطلوبة
+
+278
+00:27:07,090 --> 00:27:09,830
+للفحص، والله ما انا عارفة، ماحدش حكالك الكلام هذا،
+
+279
+00:27:09,830 --> 00:27:12,210
+احنا بس بدنا تمويل، عدم موجود خبر اللي دالت
+
+280
+00:27:12,210 --> 00:27:15,530
+البرامج الاجتماعية، أيضا المنظمة ده كانت محتكرة
+
+281
+00:27:15,530 --> 00:27:18,530
+استيقظ، وخودي بالك العبارة هذه مش حاكتها كتير،
+
+282
+00:27:18,530 --> 00:27:22,650
+يعني لو قررتها مش هتفهميهابدلنا محتكرين السوق
+
+283
+00:27:22,650 --> 00:27:25,630
+كمان، كويس اللي احنا موجودين أصلا يعني أنا بس كاكن
+
+284
+00:27:25,630 --> 00:27:28,830
+من الراجبات اللي كفيش اللي لنا ممكن يصير تضارب
+
+285
+00:27:28,830 --> 00:27:34,750
+بيننا وبين الجهات المعنية بالموضوع كمان أنا لما
+
+286
+00:27:34,750 --> 00:27:37,730
+يكون معي أرباح وبيتداعطل للمجتمع، طبعا أرباحي هتقل
+
+287
+00:27:37,730 --> 00:27:43,770
+واش مستفيدة أيضا حاجة مهمة، غياب رقابة من الجهة
+
+288
+00:27:43,770 --> 00:27:49,730
+الحكومية عن متابعة المسئولية الشمعية لكل شركة على
+
+289
+00:27:49,730 --> 00:27:55,020
+أحدهاواضح؟ طب المؤيدين .. المؤيدون الناس اللي
+
+290
+00:27:55,020 --> 00:27:59,260
+حابين الشغلة و نادوا فيها إيش كانت وجهة نظرهم؟
+
+291
+00:27:59,260 --> 00:28:07,780
+تشوف مع بعض، تفضلي، لبسة توتي و أبيض؟ نادوا عليها،
+
+292
+00:28:07,780 --> 00:28:12,280
+انت معانا ولا ضيفة؟ المؤيدون، جدامك، إنت إيش مكتوب
+
+293
+00:28:12,280 --> 00:28:16,880
+ولا مش شايفة؟ ماشي، اللي جدامك؟
+
+294
+00:28:20,480 --> 00:28:25,380
+مين يشرحلنا هالي؟ بيحكوا إن المصانع والمؤسسة
+
+295
+00:28:25,380 --> 00:28:31,700
+بيعملوا مشاكل، لازم حلوة، مين يشرحلنا الكلام هذا؟
+
+296
+00:28:31,700 --> 00:28:33,240
+تفضلي أنتي، ضربنه بضحك
+
+297
+00:28:43,120 --> 00:28:46,560
+المشكلة في القصرة أنه يقول الراجل إن أنت دولك في
+
+298
+00:28:46,560 --> 00:28:51,380
+القصرة ماقلك عمل ماقلك يعني لا تتعلمي ولا تشتغلي،
+
+299
+00:28:51,380 --> 00:28:55,200
+انت بدور الهدوء موطي يعني ولاش، الهدوء بدوأت
+
+300
+00:28:55,200 --> 00:28:58,740
+الرجال ومجتمعك الكل بحقوق الغرق في العالم وفي
+
+301
+00:28:58,740 --> 00:29:05,880
+العمل شكرا يا انتي، ممكن نعطي example كمان،
+
+302
+00:29:05,880 --> 00:29:09,120
+بتعبالي الفكرة، تفضليممكن تبعات المصانع أو الشركات
+
+303
+00:29:09,120 --> 00:29:12,660
+اللي لها أثار بقية سلسة البيئة على المجتمع أو مكان
+
+304
+00:29:12,660 --> 00:29:15,700
+اللي لازم تتصحى فيه ممكن تبع أثار ميهم بالملتلوت
+
+305
+00:29:15,700 --> 00:29:18,920
+في الهواء؟ المصانع ميهم اللي لازم يعالج المشكلة
+
+306
+00:29:18,920 --> 00:29:23,440
+هذه؟ المصانع ميهم تبع بالتلوت البيئة؟ اللي هي
+
+307
+00:29:23,440 --> 00:29:27,580
+النفايات رميها حضرته في الشارع و لا رميها على
+
+308
+00:29:27,580 --> 00:29:33,340
+البحر؟ لأن هدول اللي قاعدين ناشي يخلقوا مشاكل إذا
+
+309
+00:29:33,340 --> 00:29:35,720
+هم شايفين أن أنتوا يا جماعة بتعملوا هنا مشاكل اللي
+
+310
+00:29:35,720 --> 00:29:41,390
+كنتوا تحلوهاكيف نحلها؟ بالتبرع بجزء من الأرباح إما
+
+311
+00:29:41,390 --> 00:29:44,250
+لحل أي مشكلة سواء أن أنتوا سببها أو مشاكل أخرى
+
+312
+00:29:44,250 --> 00:29:53,570
+مين؟ مين الأخت اللي كانت تقرأ؟ اتفضلي انت
+
+313
+00:29:53,570 --> 00:30:01,630
+زي ما أنتي عارفة الآن المؤسسة شخصية اعتبارية كيف
+
+314
+00:30:01,630 --> 00:30:12,380
+يعني؟ محمد صاحب المؤسسةانت صاحبها لكن قانونا محمد
+
+315
+00:30:12,380 --> 00:30:21,240
+شخصية والمؤسسة شخصية عاما
+
+316
+00:30:21,240 --> 00:30:25,000
+بتدفع جضية على الجامعة يعني بتدفع جضية على المباني
+
+317
+00:30:25,000 --> 00:30:31,010
+ولا على مين؟ لأالمؤسسات الملخصة تعتبر شخصيات، أنا
+
+318
+00:30:31,010 --> 00:30:34,650
+برفع قضية، هم بجيبوا محامي وهكذا، إذن المؤسسات
+
+319
+00:30:34,650 --> 00:30:37,330
+تعتبر شخصيات، فشيء طبيعي لازم تخدم المجتمع اللي دي
+
+320
+00:30:37,330 --> 00:30:44,390
+اتعامل فيه لأنه أحد الموجودين فيه، أيضًا .. مين
+
+321
+00:30:44,390 --> 00:30:49,500
+الأخر؟ كل شوية بتضيع، تفضلي.ماشي طبيعي انتوا مشارع
+
+322
+00:30:49,500 --> 00:30:54,060
+عندكم موارد عندكم وارباح يعني بمعنى لا يحق للحكومة
+
+323
+00:30:54,060 --> 00:30:59,240
+ان تطالب منظمة خسرانة بالمسؤول الاجتماعي يعني هو
+
+324
+00:30:59,240 --> 00:31:02,900
+موته خراب الديار و لا إيش انت عندك الفلوس احنا
+
+325
+00:31:02,900 --> 00:31:05,940
+ماجيناش نقولك هات وانت ماعكاش تفضلي تحسين سلطة
+
+326
+00:31:05,940 --> 00:31:09,020
+المنظمة في المجتمع و تقليل الدخول للحكومة زي ما
+
+327
+00:31:09,020 --> 00:31:13,380
+الحكومة بتبني مستشفيات حكومية ممكن الحكومة تبني
+
+328
+00:31:13,380 --> 00:31:17,110
+جزء و انت كمل انت جيب الأجهزة انت جيب كذايعني مش
+
+329
+00:31:17,110 --> 00:31:19,750
+كل حاجة الحكومة، خاصة مع العدد الهائل السكان،
+
+330
+00:31:19,750 --> 00:31:23,250
+تفضلي؟ والضباط الأعمال شريك مهم مع الحكومة
+
+331
+00:31:23,250 --> 00:31:25,810
+والمجتمع بالشكل العام طبعا، زي ما انت عارفها
+
+332
+00:31:25,810 --> 00:31:31,030
+الحكومة بتفرض ضرايب على المؤسسات هذه، ماشي أحد
+
+333
+00:31:31,030 --> 00:31:34,610
+أشكال تقليل الضريبة، مش التهرب، التهرب مش تاني،
+
+334
+00:31:34,610 --> 00:31:38,250
+أحد أشكال تقليل الضريبة عليها عربة حين يأخذ جزء
+
+335
+00:31:38,250 --> 00:31:42,330
+منها ويخدم فيه إش المجتمع، إذا المنظمة شريكة مع إش
+
+336
+00:31:42,330 --> 00:31:49,000
+مع الحكومة، زي ما حكينا، تعتبر المنظمةمواطن داخل
+
+337
+00:31:49,000 --> 00:31:52,840
+مين؟ داخل المجتمع طب هي المنظمة ليش مواطن؟ هي
+
+338
+00:31:52,840 --> 00:31:57,220
+انسان؟ لأ هذه شخصية، نسميها شخصية احتبارية، واضح؟
+
+339
+00:31:57,220 --> 00:32:00,600
+يعني أنت الآن تعرضت لحياة نصب من أحد الشركات ترفع
+
+340
+00:32:00,600 --> 00:32:04,300
+عليها جضية، بتروحيش تحكي بتدعى رفع جضية على الموظف
+
+341
+00:32:04,300 --> 00:32:08,700
+محمد، مش علاقة هو، نرفعها على الشركة نفسها أو
+
+342
+00:32:08,700 --> 00:32:12,820
+فضائية طلعت حكت كلام مش صحيحبيرفعوش القضية على
+
+343
+00:32:12,820 --> 00:32:15,460
+مديرها، بيرفع القضية على الفضائية نفسها لأنها لها
+
+344
+00:32:15,460 --> 00:32:19,120
+شخصية اعتبارية، واضح؟ بعينهم محامي و بيشوفوا
+
+345
+00:32:19,120 --> 00:32:22,480
+الموضوع، إذا لاحظنا أنه في ناس أيدوا المسئولية
+
+346
+00:32:22,480 --> 00:32:25,900
+الاجتماعية أو في ناس عرضوه، في مشكلة في هذا
+
+347
+00:32:25,900 --> 00:32:29,200
+الكلام؟ في مشكلة؟ واضحة ما هي المعنى مسئولية
+
+348
+00:32:29,200 --> 00:32:37,220
+اجتماعية وليس صعبة؟ ما هي استراتيجيات التعامل مع
+
+349
+00:32:37,220 --> 00:32:44,070
+المسئولية الاجتماعية؟هل كل الشركات عندها يقبل؟ هل
+
+350
+00:32:44,070 --> 00:32:49,170
+كل الشركات بتشتغل بنفسه من غير نفسه؟ هل في شركات
+
+351
+00:32:49,170 --> 00:32:52,750
+لازم نسحبها و نسحب تعالوا يا جماعة؟ هل في شركات
+
+352
+00:32:52,750 --> 00:32:57,050
+لحالها؟ يلا بدنا نشوف، إذا استراتيجية التعامل
+
+353
+00:32:57,050 --> 00:33:02,830
+معناها هل هناك طيب خاطر لما نطلع الأرباح و نحطها
+
+354
+00:33:02,830 --> 00:33:06,650
+في المجتمع؟ ولا لازم مش بارد و تهديد؟ بدنا نشوف
+
+355
+00:33:07,620 --> 00:33:12,820
+عاملنا أمامنا أربع استراتيجيات نشوفهم مع بعض فضلي
+
+356
+00:33:12,820 --> 00:33:16,320
+استراتيجية الممانع على عدم التمني هي استراتيجية
+
+357
+00:33:16,320 --> 00:33:21,000
+أكيد عاملة استراتيجية أكيد أو أخر استراتيجية
+
+358
+00:33:21,000 --> 00:33:28,120
+أنهاردة أو أخر شكرا لكم نشوف
+
+359
+00:33:28,120 --> 00:33:35,640
+الاستراتيجيات واحد، اتنين، تلاتة، أربع استراتيجية
+
+360
+00:33:35,640 --> 00:33:36,320
+الممانع
+
+361
+00:33:40,770 --> 00:33:48,570
+البخل، شو يعني البخل؟ بعمل حالي معيش خبر، شايفهم
+
+362
+00:33:48,570 --> 00:33:50,830
+مش بسوا بس معيش دولار، إذا نفس ال strategy
+
+363
+00:33:50,830 --> 00:33:55,690
+الممانعة أو عدم التبني، بجن القدر المستطاع أطلع أي
+
+364
+00:33:55,690 --> 00:34:01,670
+دولار لخدمة المجتمع، زي المؤيدون اللي اتوا، اللي
+
+365
+00:34:01,670 --> 00:34:06,930
+هما كانوا نافظين للفكرة،أحنا أرباحنا راح تقل و ليش
+
+366
+00:34:06,930 --> 00:34:09,950
+تاخدوها؟ لذا أول استراتيجية نعمل هي اللي ماعيش خبر
+
+367
+00:34:09,950 --> 00:34:14,070
+و مش سامع في الموضوع و لا يحزنه استراتيجية التانية
+
+368
+00:34:14,070 --> 00:34:17,890
+الحد
+
+369
+00:34:17,890 --> 00:34:25,910
+الأدنى يادوب يعني وابصر كمان يعني أخدنا منهم أي
+
+370
+00:34:25,910 --> 00:34:30,730
+ورفعة تبقى أخدنا منهم الفلوس و بعيطه يعني شحيح على
+
+371
+00:34:30,730 --> 00:34:31,630
+الآخر اللي هو الشح
+
+372
+00:34:34,320 --> 00:34:38,580
+هما دول زمان يلا يا أخوات أنا وياكوا بنبني فصل في
+
+373
+00:34:38,580 --> 00:34:42,780
+مدرسة يتبرعوا كلهم يتبرعوا قولوا طيب انا جاي بشكل
+
+374
+00:34:42,780 --> 00:34:48,180
+ما شاء الله اشنا نساوي فيها ده نفس القصة بطلعنك
+
+375
+00:34:48,180 --> 00:34:59,480
+مبلغ بسيط شفتون يعني ان انا طلعت ماشي ثلاثة موازنة
+
+376
+00:34:59,480 --> 00:35:03,080
+بين أرباح الشركة والمسئولية
+
+377
+00:35:06,250 --> 00:35:12,110
+مش بخيل ولا كريم بزا أخر واحدة هدول المطلوبين
+
+378
+00:35:12,110 --> 00:35:21,630
+ممتاز،
+
+379
+00:35:21,630 --> 00:35:29,890
+إذا خد يا أخي واحد كل استراتيجيتين سوا هدول بخل
+
+380
+00:35:29,890 --> 00:35:32,050
+وهدول كرم
+
+381
+00:35:35,530 --> 00:35:38,670
+ستراتيجية البخل الشديد لا شاكل ولا نص حتى شاكل
+
+382
+00:35:38,670 --> 00:35:41,590
+ايش؟ حتى شاكل ماعناش طب يا جماعة احنا ماعناش
+
+383
+00:35:41,590 --> 00:35:46,370
+استراتيجية التانية اللي هي الدفاعية شاكل مش
+
+384
+00:35:46,370 --> 00:35:52,610
+هنقطتكم؟ أيوش شاكل هدول الأتنين إما رفض تم لتقديم
+
+385
+00:35:52,610 --> 00:35:57,270
+خدمات المجتمع أو لحد الأدنى الأدنى الأدنى مناش من
+
+386
+00:35:57,270 --> 00:36:03,650
+الخدمات هدول الأتنين سوا تلاتة وأربعة عجد فراشك
+
+387
+00:36:03,650 --> 00:36:08,010
+مدل رجلكأو ع جد الحافة مضى أجلك، ع جد الحالة،
+
+388
+00:36:08,010 --> 00:36:10,070
+بنساهم احنا و نفسنا نساهم، بس وضعنا زي ما أنتوا
+
+389
+00:36:10,070 --> 00:36:15,330
+شايفين، الحالة الأخيرة اللي هي ما شاء الله بدخيروح
+
+390
+00:36:15,330 --> 00:36:19,430
+وعملك شارع متى ميت كيلو، ما شاء الله أو يبنيلك
+
+391
+00:36:19,430 --> 00:36:23,690
+مستشفى من عشرة طوابق، ماحدش قالله، بس هو هابي
+
+392
+00:36:23,690 --> 00:36:27,390
+بيعمل، يعني الناس بتعيب تعمل الخير و تشوف أترا،
+
+393
+00:36:27,390 --> 00:36:30,990
+هذا المقصود بالممادرة لإيش؟ أتا طوعية، إن عشان
+
+394
+00:36:30,990 --> 00:36:34,010
+يسهلوها يكونوا اتنين سوا، اتنين بخلة و اتنين إيش
+
+395
+00:36:34,010 --> 00:36:38,630
+معاهم؟ كورونا طب
+
+396
+00:36:38,630 --> 00:36:44,530
+الآنهل أي مشروع بيعملوه في الـ Bad، نطلع نهلّى
+
+397
+00:36:44,530 --> 00:36:47,830
+اللي إحنا واش عاملينه ولا لأ، بقولّك الموضوع لازم
+
+398
+00:36:47,830 --> 00:36:54,690
+يكون له نظرة برضه، نشوف مع بعض، فضلين، لبسة نقابل،
+
+399
+00:36:54,690 --> 00:37:06,630
+أه، معلش، ببساطة
+
+400
+00:37:06,630 --> 00:37:09,810
+يا أخوات، لازم الكل يستفيد من المشروع، لازم الكل
+
+401
+00:37:09,810 --> 00:37:14,550
+إيش يستفيد،المجتمع المحلي وبيئة طبيعية وأقليات وده
+
+402
+00:37:14,550 --> 00:37:19,310
+باحتياجات خاصة ذلك أصبح شائعا فحص وتفريق المساهمات
+
+403
+00:37:19,310 --> 00:37:24,070
+المجتمعية لسه قبل شوية حكينا أن واحد أسباب أنه
+
+404
+00:37:24,070 --> 00:37:29,430
+احنا بدناش نعمل مسئولية شمعية أنه في قانون بلزمني
+
+405
+00:37:29,430 --> 00:37:34,410
+لكن مافيش أحد متابعني فيلّا نهرب هنا بحكيلك مش بس
+
+406
+00:37:34,410 --> 00:37:37,650
+الأموال كمان نفس المشروع اللي تعملي يخدم المجتمع
+
+407
+00:37:39,170 --> 00:37:43,490
+يعني إنت لو خدمتي إنسان على كل صفر متحرك هتخدمي
+
+408
+00:37:43,490 --> 00:37:47,830
+أهله ومن ثم هتخدم المجتمع إذا ما تحسيش الشغلة في
+
+409
+00:37:47,830 --> 00:37:51,910
+الدائرة ضايقة واضح؟ لأن عندنا .. لازم نشوف جداش
+
+410
+00:37:51,910 --> 00:37:56,310
+بستخلى في خدمة المجتمع بأكبر قدر ممكن حاجة إحنا
+
+411
+00:37:56,310 --> 00:38:00,230
+مطالبين فيها مش موجودة شكرا يا عزيزي، تتفضلي؟ تدخل
+
+412
+00:38:00,230 --> 00:38:02,850
+في المثالية الاستثمارية تقييم مفاصلة صناعات
+
+413
+00:38:02,850 --> 00:38:07,680
+الاستثمارية المجتمعات التعاملتةالسؤال اللى بيطلع
+
+414
+00:38:07,680 --> 00:38:09,960
+نفسه مين الجهة المسؤولة على تقيق المسؤولية
+
+415
+00:38:09,960 --> 00:38:13,140
+الشماعية؟
+
+416
+00:38:13,140 --> 00:38:16,620
+أيوة،
+
+417
+00:38:16,620 --> 00:38:23,820
+واش كمان؟ المجتمع نفسه، المجتمع نفسه لازم يشوف،
+
+418
+00:38:23,820 --> 00:38:28,140
+واضح؟ لازم المجتمع يشوف هل هما بيقدوا و لا بيقدوش،
+
+419
+00:38:28,140 --> 00:38:34,530
+إذا المسؤولة المتابعة الـمسئولة المجتمعية الحكومة
+
+420
+00:38:34,530 --> 00:38:44,170
+والمجتمع الآن
+
+421
+00:38:44,170 --> 00:38:51,170
+عندنا مؤشرات لقياس الأداء المجتمعي لو أنت صاحب
+
+422
+00:38:51,170 --> 00:38:58,590
+مؤسسة شايفين؟ يعني لو أنت مالك امساهم
+
+423
+00:38:58,590 --> 00:39:08,200
+بأسهم بشيء معينمن وجهة نظرك انت كصاحب مؤسسة كيف
+
+424
+00:39:08,200 --> 00:39:12,200
+بتحكم يا نجاح هذه المؤسسة اللي انت فيها من ناحية
+
+425
+00:39:12,200 --> 00:39:18,560
+الشمعية او من عدمها؟ اعيد؟ يعني اما ان انا شارك
+
+426
+00:39:18,560 --> 00:39:23,080
+اسم في احد المؤسسات كيف بعرف ان المؤسسة دي فعلا
+
+427
+00:39:23,080 --> 00:39:28,840
+بتقدم خدمات للمجتمع غير شغلها ولا بتقدمش؟ انا
+
+428
+00:39:28,840 --> 00:39:33,810
+كمالكهما بيحكولي إن في نسبة من أرباحها تحسبون حمزة
+
+429
+00:39:33,810 --> 00:39:41,170
+ربش 6% عشان أنا مازعلش عشان أنا مازعلش إيش لازم
+
+430
+00:39:41,170 --> 00:39:49,090
+يصير واحد كل ما الشركة ربحت أكتر كل ما أنا كامل
+
+431
+00:39:49,090 --> 00:39:52,410
+عليك هيطلعلي أرباح فلو أخدوا أرباح وخدّبوا فيها
+
+432
+00:39:52,410 --> 00:39:57,430
+لمجتمع مش مشكلة لما يطلعوا أرباح بسيطة وياخدوها
+
+433
+00:39:57,430 --> 00:40:02,540
+لمجتمع طب و أناواضح السؤال اللي عيده؟ إذا أنا متى
+
+434
+00:40:02,540 --> 00:40:07,320
+كمالك داخل مؤسسة بأيد أنكوا تطلعوا فلوس للمجتمع؟
+
+435
+00:40:07,320 --> 00:40:11,360
+إذا كانت أرباح كتيرة، هتعظم قيمة السوق في السهم،
+
+436
+00:40:11,360 --> 00:40:17,140
+في البورصة؟ بنشرحها، هادية، اتفضلي
+
+437
+00:40:29,400 --> 00:40:30,800
+ممتاز
+
+438
+00:40:41,090 --> 00:40:44,950
+ممتاز شكرا لك دعينا خلاصة السهم جاعت في البورصة
+
+439
+00:40:44,950 --> 00:40:50,970
+انا كمساهم بهمني ان سعره يزيد احد أسباب زيادة
+
+440
+00:40:50,970 --> 00:40:56,130
+الأسعار ليه سمعت سمعت المؤسسة في السوق لو المؤسسة
+
+441
+00:40:56,130 --> 00:41:00,690
+كويسة في المجتمع سمعتها هتعسن سعرها هيزيد انا
+
+442
+00:41:00,690 --> 00:41:05,870
+كمساهم هفرح السهم طالع السعر سمعتها سيئ العكس
+
+443
+00:41:07,430 --> 00:41:12,590
+القيمة نفسها قيمة سهم قيمة المنظمة اه هي انت كصاحب
+
+444
+00:41:12,590 --> 00:41:15,470
+شركة او مؤسسة مابتحب ان تكون صورتها محترمة قدام
+
+445
+00:41:15,470 --> 00:41:25,530
+الناس واضح سمعتها حسنة ولا هتتهرب ايوة ممتاز ايضا
+
+446
+00:41:25,530 --> 00:41:30,310
+قلنا احنا المسؤولية الشمعية ممكن نتهرب منهافلما
+
+447
+00:41:30,310 --> 00:41:33,310
+تعطي المستورة الشمالية معناها أنها موقفها أخلاقي
+
+448
+00:41:33,310 --> 00:41:36,710
+وموقفها قانوني في الشمال ماحدش هيمسكك ويقولك تعالي
+
+449
+00:41:36,710 --> 00:41:41,930
+هنا وين خدمة المجتمع باضحة تفضلي بس ماعرفش عشان
+
+450
+00:41:41,930 --> 00:41:44,210
+أنا ماعرفش علاقة في هذا التفاصيل السياسي بنخليلك
+
+451
+00:41:44,210 --> 00:41:47,550
+علاقة تفضلي أنا مش فاهم أن السمعات تأثر على سعر
+
+452
+00:41:47,550 --> 00:41:52,550
+السمع الان انت السعر السام زي طلب العرض له عدة
+
+453
+00:41:52,550 --> 00:42:02,470
+أسباب لزيادته منها السمعةكيف؟ الآن السهم حسنة
+
+454
+00:42:02,470 --> 00:42:05,570
+زيادة
+
+455
+00:42:05,570 --> 00:42:16,110
+إقبال المساهمين على الشراء إذاً الأرباح طب هم ليش
+
+456
+00:42:16,110 --> 00:42:22,310
+الناس يجوا يشتروا السهم؟ السهم كانت كويسة يعني قوة
+
+457
+00:42:22,310 --> 00:42:27,310
+لما يزيد الأخبار على شراء الأسهم مش هى طبيعي بتربح
+
+458
+00:42:28,430 --> 00:42:31,810
+السهم لما يزيد شرائه بيربح يا انتي و لما الناس
+
+459
+00:42:31,810 --> 00:42:36,770
+ماتدورش خلاص زي اي سلعة السهم زي اي سلعة الناس
+
+460
+00:42:36,770 --> 00:42:41,150
+بيشتروا و احنا مابيعماش يا عمونا ماحدش مدور عليها
+
+461
+00:42:41,150 --> 00:42:45,430
+على الفاضي واضح؟ طبعا انت عندك في السهم عندك
+
+462
+00:42:45,430 --> 00:42:51,350
+القيمة الإسمية و القيمة السوقية و الدفترية الاخرى
+
+463
+00:42:51,350 --> 00:42:54,610
+الآن القيمة الإسمية للسهم
+
+464
+00:42:57,680 --> 00:43:05,060
+قيمة إصدار السهم لأ لأ لأ شوي شوي عنتي شركة
+
+465
+00:43:05,060 --> 00:43:09,220
+للتصالات أصدرت سهم الـ Coupon من 100 دولار إذا
+
+466
+00:43:09,220 --> 00:43:13,100
+القيمة الإسمية أنا اللي بتحكم فيها كشركة السهم
+
+467
+00:43:13,100 --> 00:43:16,800
+عبارة عن Coupon بيكون مكتوب عليها رقم الرقم هذا
+
+468
+00:43:16,800 --> 00:43:23,980
+انتي هتدفعيه طيب الآن احنا السهم شرناه نزل لبرصة
+
+469
+00:43:26,110 --> 00:43:30,930
+القيمة السوقية قيمته في البورصة إذا كان أنا شارع
+
+470
+00:43:30,930 --> 00:43:38,770
+السهم 100 دولار لو بيعه ب 150 ربحانة ولا خسرانة؟
+
+471
+00:43:38,770 --> 00:43:45,970
+ربحانة 50 دولار لو بيعه ب 80 خسرانة 20 دولار مين
+
+472
+00:43:45,970 --> 00:43:50,190
+سبب 150 ومين سبب 80 لها السمعة؟ أحد الأسباب السمعة
+
+473
+00:43:50,190 --> 00:43:59,920
+واضح؟ أعيدهاعيدها تاني؟ عيدها يا أستاذة؟ طيب
+
+474
+00:43:59,920 --> 00:44:06,060
+لو أنا موظف في الشركة إيش الشغل اللي هتخليني أقعد
+
+475
+00:44:06,060 --> 00:44:14,920
+في الشركة و أحبها؟ أول حاجة الواتب الواتب و الوجود
+
+476
+00:44:14,920 --> 00:44:19,080
+يكون مجزية الترقية
+
+477
+00:44:19,080 --> 00:44:24,610
+تكون متاح التدريب مستمركل هذا يخدم المجتمع على
+
+478
+00:44:24,610 --> 00:44:31,210
+فكرة ضروف عمل صحية، عدالة، إيه؟ وجودي في المؤسسة و
+
+479
+00:44:31,210 --> 00:44:34,730
+بشارك في اتخاذ القرارات، أي خدمات أخرى لأن أي حاجة
+
+480
+00:44:34,730 --> 00:44:38,190
+بتفرح العمال، احنا لازم نعملها، ليش؟ لأن الموظف
+
+481
+00:44:38,190 --> 00:44:40,390
+لما يكون مرتاح في الشغل و بنعكس عليه بشكل إيجابي
+
+482
+00:44:40,390 --> 00:44:44,850
+في المجتمع، واضح؟ بنعكس عليه بشكل إيش؟ إيجابي،
+
+483
+00:44:44,850 --> 00:44:50,730
+الزبائن عشان يضلهم عندك أسعار مناسبة، جودة عالية
+
+484
+00:44:52,320 --> 00:44:56,980
+إعلان صادق مش فيه كذب أو مبالغة كمان المنتج يكون
+
+485
+00:44:56,980 --> 00:44:59,700
+صديق للبيئة اللي هي المنتجات الخضراء بنسميها
+
+486
+00:44:59,700 --> 00:45:03,000
+الحصول
+
+487
+00:45:03,000 --> 00:45:07,300
+على السلع بسهولة ماشي إذا لا سمح الله فيه تلوت ولا
+
+488
+00:45:07,300 --> 00:45:15,740
+حاجة يهتموا فيه يعد التدوير زي ما صانع ال plastic
+
+489
+00:45:17,410 --> 00:45:20,510
+لما يعملوا كراسي وطاولات بيزيد قصصات بلاستيك
+
+490
+00:45:20,510 --> 00:45:23,890
+يرموها أو يعملوا تلوث، لأ بيعملوا كسات، بيعملوا
+
+491
+00:45:23,890 --> 00:45:29,010
+ألعاب، هذا المقصود فيها طبعا الالتزام الأخلاقي،
+
+492
+00:45:29,010 --> 00:45:33,950
+عدم خرق قوانين البلد الالتزام الاش؟ الأخلاقي، عدم
+
+493
+00:45:33,950 --> 00:45:40,570
+خرق .. خرق عفوا أو تجاوز قوانين البلد الآن طلعنا
+
+494
+00:45:40,570 --> 00:45:41,830
+من الشركة، روحنا للبيئة
+
+495
+00:45:44,940 --> 00:45:47,940
+طلعنا الآن خارج الشركة و روحنا لعياشة تشوف المجتمع
+
+496
+00:45:47,940 --> 00:45:53,080
+المحلي أنا بهمني أن الأرباح زي ما قلنا أن أنت يكون
+
+497
+00:45:53,080 --> 00:45:58,120
+لها نصيب في نصيب المجتمع مش كله لخزانة الشركة أو
+
+498
+00:45:58,120 --> 00:46:04,040
+لجيوب المساهمين احترم
+
+499
+00:46:04,040 --> 00:46:09,910
+عدد تقييد البلدمدروش يا جماعة خدوا هاي تمويل احنا
+
+500
+00:46:09,910 --> 00:46:13,410
+هنخدمكوا ونخليكم مرتحين يلا نفتح كذا وكذا هذا
+
+501
+00:46:13,410 --> 00:46:18,370
+مخالف للمجتمع ماشي طبعا دعم لل NGOs محاربة الفساد
+
+502
+00:46:18,370 --> 00:46:24,030
+بس مايكونش يا أخوات كله كلام وها كذا الجد والها ده
+
+503
+00:46:24,030 --> 00:46:33,610
+كل واحد ايش بتمنى الشركة تعمل له لإيش للمجتمع الآن
+
+504
+00:46:33,610 --> 00:46:36,030
+زهتنا الحكومة ايش دخل الحكومة في الموضوع
+
+505
+00:46:38,860 --> 00:46:44,060
+الحكومة مسئولة عن المجتمع بشكل عام ومن ضمن المجتمع
+
+506
+00:46:44,060 --> 00:46:49,080
+اللي هي المؤسسات الحكومة مش بس دورها هاتوا الدرايب
+
+507
+00:46:49,080 --> 00:46:55,900
+يا جماعة لأ الحكومة إلها دوار أخرى نشوف مع بعض إيش
+
+508
+00:46:55,900 --> 00:47:01,020
+كاتب عن الحكومة يلا يا سحر قرايناتدخّل الحكومات في
+
+509
+00:47:01,020 --> 00:47:07,040
+اعتبارها ممثل الشعب يتأكد على .. يتأكد من تحمل
+
+510
+00:47:07,040 --> 00:47:11,080
+منظمات أعمال مسئوليتها الاجتماعية من خلال تشريعات
+
+511
+00:47:11,080 --> 00:47:16,300
+مباشرة فإن أي مؤسسة ما تكون مسئولتها الاجتماعية
+
+512
+00:47:16,300 --> 00:47:21,440
+جميع الأنطاق تنتجه نحو الحكومة لأنها المسئولة،
+
+513
+00:47:21,440 --> 00:47:26,140
+واضح؟ تفضلي القوانين والظواب التي ثم تملى على
+
+514
+00:47:26,140 --> 00:47:31,350
+المنظمةزي ما المؤسسة الحكومة بتفرض ضرايب على
+
+515
+00:47:31,350 --> 00:47:37,190
+الأرباح كمان هي بتفرض قوانين بإلزام الشركات أنها
+
+516
+00:47:37,190 --> 00:47:41,550
+تاخد جزء من الأرباح لخدمة إيش؟ المجتمع، بنقطع
+
+517
+00:47:41,550 --> 00:47:45,290
+الجزء من الأرباح للمجتمع وبعدين للضريبة، واضح؟
+
+518
+00:47:45,290 --> 00:47:49,770
+فضل. التشريعات غير مباشرة، تشريع غير مباشر على
+
+519
+00:47:49,770 --> 00:47:54,250
+القيام أو الانتمام عن أعمال المعاملاحنا في البداية
+
+520
+00:47:54,250 --> 00:47:58,050
+اتعاملنا معاكم بميدالة بس انتوا زوّدتوها و لا ع
+
+521
+00:47:58,050 --> 00:48:02,110
+بالكوا، اوش نسوي؟ اما بنزود عليك الدريبة عشان الـ2
+
+522
+00:48:02,110 --> 00:48:06,090
+بتعملك كده أو بنعطيك إعفاء، يعني لو انت متحملة
+
+523
+00:48:06,090 --> 00:48:09,930
+يعني مسئولية تجاه المجتمع، ممكن تاخد إعفاء، ممكن
+
+524
+00:48:09,930 --> 00:48:14,010
+تاخد حوافز، ممكن احنا نشجعك، شكرا لانت، إذا إما
+
+525
+00:48:14,010 --> 00:48:18,330
+مباشرة، يا جماعة قانونا عليكوا خدمة المجتمع كانوا
+
+526
+00:48:18,330 --> 00:48:21,950
+فيه أو مش مباشرة، إذا انتوا بتسمعوش الكلام ع مين
+
+527
+00:48:21,950 --> 00:48:26,080
+حالكوا ماعكوش خبرننفض عليك ضريبة لأنه مابيحبوش
+
+528
+00:48:26,080 --> 00:48:30,620
+الضرائب ممكن لو انتوا كويسين حوافز اعفاءات إذا هي
+
+529
+00:48:30,620 --> 00:48:35,580
+إما بشكل لزامي قانوني أو بشكل حسب الوضع إذا أنتوا
+
+530
+00:48:35,580 --> 00:48:39,440
+ملتزمين أهلا وسهلا مش ملتزمين لأين أقعد شكرا يا
+
+531
+00:48:39,440 --> 00:48:46,060
+أنت أيضا غير العمائل هذه اللي هي ال .. بشكل مباشر
+
+532
+00:48:46,060 --> 00:48:48,980
+ضريبة مش مباشر بيحكي لي في كمان شغلات يعني ممكن
+
+533
+00:48:48,980 --> 00:48:53,100
+تلفت النظر يا حكومة يعني ليش دايما العصر والجزرة؟
+
+534
+00:48:53,780 --> 00:48:59,440
+إيش ممكن كمان الحكومة تخلي الشركات تهتم بالموضوع،
+
+535
+00:48:59,440 --> 00:49:06,120
+اللي هو رقم 3؟ تفضل يا أنتي الاتصالات المباشرة،
+
+536
+00:49:06,120 --> 00:49:09,220
+اتصال مقبل الدراع والقيادة، بالقادة السياسيين
+
+537
+00:49:09,220 --> 00:49:13,080
+ورسولين انتباه اللي قاعدت بدرجت معاهم، بوش من فضل
+
+538
+00:49:13,080 --> 00:49:17,380
+الموظفات، عشان انفساء الموظفينفي كل مؤسسة، عفوا،
+
+539
+00:49:17,380 --> 00:49:21,200
+في كل دولة يا أنتي في إنها حكومة الحكومة بيكون
+
+540
+00:49:21,200 --> 00:49:27,760
+فيها قادة سياسيين أو ناس ممكن يكونوا سياسيين ورجال
+
+541
+00:49:27,760 --> 00:49:31,140
+اللي عملوا في نفس اللغة ناس المجتمع بيسمع كلامه،
+
+542
+00:49:31,140 --> 00:49:37,640
+ماشي؟ فهذا لو ظهر بقص الشريط تبع حملة التوعية،
+
+543
+00:49:37,640 --> 00:49:41,580
+واو، الناس كلهم شفوه، هو هيجي بالناس، هذا المقصود
+
+544
+00:49:41,580 --> 00:49:45,690
+فيهاماشي لأن أول حاجة يقولنا ندخل بشكل مباشر عن
+
+545
+00:49:45,690 --> 00:49:48,630
+طريق الدراء عن طريق أن احنا نحكيلكوا تاني حاجة
+
+546
+00:49:48,630 --> 00:49:51,750
+احنا مش كويسين لازم عصا و جرس زرق قولنا الدريبة
+
+547
+00:49:51,750 --> 00:49:55,330
+العفوات حسب بضعنا تالت حاجة يمكن ندخل السياسيين في
+
+548
+00:49:55,330 --> 00:49:59,090
+البلد في هذا الموضوع أو يطلع سياسي يعمل مؤتمر
+
+549
+00:49:59,090 --> 00:50:02,870
+علامي يحكي فيه أن احنا نحتاج إلى بعض الأموال
+
+550
+00:50:02,870 --> 00:50:08,060
+لإصلاح كذا كذافابتديت الشركة عشان تظهر نفسها بتمول
+
+551
+00:50:08,060 --> 00:50:15,340
+أربع فضل في حد بقرأ فضلي لوبي كلمة مش عربية شو
+
+552
+00:50:15,340 --> 00:50:21,140
+معناها لوبي ممتاز جماعات الضغط أفراد أو مجامية
+
+553
+00:50:21,140 --> 00:50:24,380
+تمثل منظمات الأعمال الشركة الرسمية تتفاوض و تأثير
+
+554
+00:50:24,380 --> 00:50:27,980
+على دماغ الشريعات ممتاز اللوبي عبارة عن جماعات
+
+555
+00:50:27,980 --> 00:50:32,630
+الضغط خودي بالكإما تكون هي أصلا موجودة في الحكومة
+
+556
+00:50:32,630 --> 00:50:37,970
+ومسيطرة أو خارج الحكومة لكن عندها قوة بدل عندي
+
+557
+00:50:37,970 --> 00:50:41,230
+عنصر قوة بمشيهم زي ما أنا عايزة أيضا شكرا يا وانتي
+
+558
+00:50:41,230 --> 00:50:47,270
+تفضلي اتجان الدعم السياسي عبارة عن تنظيمات تقوم
+
+559
+00:50:47,270 --> 00:50:50,510
+بجمع الأمواد تعمل حملات الانتخابية للمراشحين
+
+560
+00:50:50,510 --> 00:50:54,610
+السياسيين وتدعمهم بمنظمات الأعمال والله يا ريت
+
+561
+00:50:54,610 --> 00:50:59,740
+الناس هدولة لما تخلص الانتخاباتإنه يخلّي المنظمات
+
+562
+00:50:59,740 --> 00:51:03,860
+اللي عملت نظف الشوارع و تشيل الملسقات و العمال
+
+563
+00:51:03,860 --> 00:51:07,620
+يكونوا عاملينها. إحنا هذا المطلوب كمجتمع. إذن
+
+564
+00:51:07,620 --> 00:51:12,400
+تنظيمات تعطينا فلوس عشان حملات سياسية بتخدماش
+
+565
+00:51:12,400 --> 00:51:16,340
+المجتمع. تفضلي. الأفضل ترجع المنظمة إلى أسلوب
+
+566
+00:51:16,340 --> 00:51:20,540
+الأفضل لتأثير على الحكومة رغم أنه قانوني، إلا أنه
+
+567
+00:51:20,540 --> 00:51:24,560
+موضع نقل وعدم
+
+568
+00:51:27,110 --> 00:51:33,090
+مين اشرحلنا إياها هذه؟ ممكن تروح .. ممكن تروح
+
+569
+00:51:33,090 --> 00:51:37,390
+الفضل من الرشاوي أو ..
+
+570
+00:51:37,390 --> 00:51:45,070
+ممكن .. أيوة حاجات دي بتظهر في مجال الاحتكار، هين
+
+571
+00:51:45,070 --> 00:51:50,610
+موجودة، احمد ربنا ان انا بشتغل قاعد، كويس مني، ان
+
+572
+00:51:50,610 --> 00:51:54,430
+الأفضل عبارة عن .. يعني لو حكيت احمد ربنا ان انا
+
+573
+00:51:54,430 --> 00:51:58,790
+بشتغل و هين موجودة في مجتمعكأنا يعني مش غلط، لكن
+
+574
+00:51:58,790 --> 00:52:06,630
+هو غير مفضل، غير قاش، غير مفضل، الحكومة
+
+575
+00:52:06,630 --> 00:52:11,430
+بدك احنا نقدم خدمات للمجتمع، طب يلا يجي معاهم واش
+
+576
+00:52:11,430 --> 00:52:18,130
+نطمع السلم، مش هندل عايز
+
+577
+00:52:18,130 --> 00:52:21,210
+أهيا بتعملوا اللي أنا عايزه يا الله سلام، هذا
+
+578
+00:52:21,210 --> 00:52:23,610
+بيجيني بس في مجال الاحتكار فقط لإني عارفش اللي أنا
+
+579
+00:52:23,610 --> 00:52:28,290
+و هم متمسكين فيا، فأنا شغالة على الخط كويس زي لما
+
+580
+00:52:28,290 --> 00:52:32,350
+يكون عندك في البيت، فيش غير ولد واحد، بيكون متدلل
+
+581
+00:52:32,350 --> 00:52:36,230
+على آخر، هم نفس الشغلة، متكيش تعطيني اللي أنا
+
+582
+00:52:36,230 --> 00:52:39,230
+عايزاه، بيقعد يعيد و بيصرخ، متكيش تعطوني هيا روح،
+
+583
+00:52:39,230 --> 00:52:39,910
+هذا المقصود فيها
+
+584
+00:52:44,330 --> 00:52:52,790
+حكينا إن المسئولية الشمعية واجب وليس فضل واجب على
+
+585
+00:52:52,790 --> 00:52:57,690
+المؤسسات تجاه ياشي المجتمع حكينا أحد الأشياء أو
+
+586
+00:52:57,690 --> 00:53:03,170
+المشاكل اللي بنواجهها عدم وجود مراقب ممتاز على
+
+587
+00:53:03,170 --> 00:53:07,730
+عمال الشركات إذا النظام رقمه وفحصه يحكم على عمال
+
+588
+00:53:07,730 --> 00:53:11,290
+المرادمات بدل انت حاسب حساب في حد براقبك وحدة
+
+589
+00:53:11,290 --> 00:53:16,160
+متابعك هتمشي صحفي شهادة مراقبك ع مزاجك نفس الشيء
+
+590
+00:53:16,160 --> 00:53:22,860
+بيحكينا ما هي مؤشرات الحكم الصالح اللي بتدعم
+
+591
+00:53:22,860 --> 00:53:27,340
+المسؤولية الاجتماعية يعني إيش المؤشرات اللي بتدل
+
+592
+00:53:27,340 --> 00:53:31,920
+على الحكومة X حكومة كويسة بتدعم المسؤولية
+
+593
+00:53:31,920 --> 00:53:34,960
+الاجتماعية؟ فضل إيه؟
+
+594
+00:53:38,260 --> 00:53:43,660
+إذا أنت لاحظتي أن القطاع العام اللي هو الدولة جاهب
+
+595
+00:53:43,660 --> 00:53:48,920
+بمسؤولياته تجاه المجتمع أنت كشركة هتسوي زيه، خدتي
+
+596
+00:53:48,920 --> 00:53:52,840
+بالك؟ إذا إذا كانت الحكومة صالحة القطاع الخاص، هذا
+
+597
+00:53:52,840 --> 00:54:00,580
+ليس صحي، ثانيًا، أي حاجة بتطلب مني أمولها لخدمة
+
+598
+00:54:00,580 --> 00:54:04,360
+المجتمع لازم يكونش فيها دولار، ماشي تطلبيش مني
+
+599
+00:54:04,360 --> 00:54:07,400
+حاجة فيها أذى، لازم أكون أنا مقتنعة أنها صالح
+
+600
+00:54:07,400 --> 00:54:16,020
+للناسبتنمي طالع لرقم اتنين اتنين؟ يعني
+
+601
+00:54:16,020 --> 00:54:18,740
+لو انا ماتقعدش بس انسى العدد .. يعني اذا اتعارض مع
+
+602
+00:54:18,740 --> 00:54:23,040
+عرقني او .. اتعارضني في المجتمع يعنى؟ هذا .. هذا
+
+603
+00:54:23,040 --> 00:54:28,020
+business مش مصورة شمعية الان طلبوا مني اني انا
+
+604
+00:54:28,020 --> 00:54:31,040
+كشركة اعطيهم فلوس عشان يسووا الشارع اللي هناك
+
+605
+00:54:31,040 --> 00:54:34,820
+بالماء و بالفلوس؟ جينا لجينا لإن الشارع اللي هناك
+
+606
+00:54:34,820 --> 00:54:40,080
+في ناس ساكنين فيه طيب، وين هيروحوا؟الحكومة بتقول
+
+607
+00:54:40,080 --> 00:54:45,060
+ماليش علاقة هو أنا بدي أساعد الناس ولا بدي أضرهم
+
+608
+00:54:45,060 --> 00:54:53,980
+طب أنا مش هتفعل تعويض أنا بدي أمول الشارع لأن واضح
+
+609
+00:54:53,980 --> 00:54:56,880
+إنهم طلبوا مني حاجة فيها مضارة هل أولا الناس تبقى
+
+610
+00:54:56,880 --> 00:55:00,810
+عايشة مستورة ولا نسوي الشارع؟إذاً هيك إحنا دخلنا
+
+611
+00:55:00,810 --> 00:55:06,170
+في ضرر بالآخرين لو أنا عملت الشارع هم هيطلعوا طب
+
+612
+00:55:06,170 --> 00:55:08,150
+لو هم وضلوا أنا مش هساوي الشارع لأ هيك الحكومة
+
+613
+00:55:08,150 --> 00:55:15,850
+دخلتنا في جثث اتفضلي هذا ترخيص بناء مصنع مش في
+
+614
+00:55:15,850 --> 00:55:17,650
+مسئولية اجتماعية أنت بناء المصنع عشان تعمل
+
+615
+00:55:17,650 --> 00:55:22,390
+business لكن إذا الحكومة رخصتلك ويعرف أنه في تلوث
+
+616
+00:55:22,390 --> 00:55:24,030
+الحكومة المسئولة
+
+617
+00:55:28,580 --> 00:55:33,820
+ما هو قهد المقصود فيها؟ صحيح، تفضّل، لأ، في واحدة
+
+618
+00:55:33,820 --> 00:55:39,520
+قبلها، يعني إنتوا قبل ما تحطوه، يعني سياسة الأمر و
+
+619
+00:55:39,520 --> 00:55:43,080
+الواقع ما بتمشي معاها، اعطينا معلومات أو اعطونا
+
+620
+00:55:43,080 --> 00:55:46,040
+أفكار لمشاكل إنتوا عايزين تحلوها و إحنا بندرسوا
+
+621
+00:55:46,040 --> 00:55:49,720
+بنفسي بإني أنا كشركة باخده لإني أنا همول، ما تجيش
+
+622
+00:55:49,720 --> 00:55:52,680
+تفرض على أي حاجة، لأن زي ما حكينا، ممكن الحاجة
+
+623
+00:55:52,680 --> 00:55:57,040
+هتكون ضد بناس تانين،وإحنا اللي في الواجهة أنا اللي
+
+624
+00:55:57,040 --> 00:56:00,840
+اسمها ينكتب على اليافطة اللي هتسوي المشروع وانا
+
+625
+00:56:00,840 --> 00:56:04,180
+ماليش ذنب، فضل. العدالة والنزام في التعامل مع
+
+626
+00:56:04,180 --> 00:56:08,040
+الكاتب الأخرى؟ زي ما هم طلبوا مننا نمول، كشركة
+
+627
+00:56:08,040 --> 00:56:11,220
+برضه الشركات التانية نطلب منها، مش أنا والباقي،
+
+628
+00:56:11,220 --> 00:56:14,580
+لأ، طب وهم. الدرايف عليا أسهل منها؟ مش معناه هم
+
+629
+00:56:14,580 --> 00:56:16,720
+الجادين وإحنا لأ، ماشوفتش غير أرباحنا يعني، لازم
+
+630
+00:56:16,720 --> 00:56:19,340
+يكون فيه عدالة في المعاملة، ماعياش الشركات. الملعب
+
+631
+00:56:19,340 --> 00:56:22,380
+المسؤولية الاجتماعية والأخلاقية في جميع القرارات؟
+
+632
+00:56:22,380 --> 00:56:30,130
+المبقولكش اعطيني تمويل نبني صف في المكان اللي
+
+633
+00:56:30,130 --> 00:56:35,410
+فلاني مثلا ب 10 ألف دولار حطه تمانية طب و أنا
+
+634
+00:56:35,410 --> 00:56:39,230
+الفين؟ مش هتفهم، إذا لازم عشان الموضوع فيه فلوس
+
+635
+00:56:39,230 --> 00:56:42,110
+لازم يكون هنا أخلاقيات في التعامل، كل حاجة موترة،
+
+636
+00:56:42,110 --> 00:56:47,330
+كل حاجة هاش؟ دقيقة، هذا لو فكرت أي حكومة تقوم ..
+
+637
+00:56:47,330 --> 00:56:52,600
+تقوم بدورها تجاه إيش؟ المجتمعفي عندنا سؤال عن
+
+638
+00:56:52,600 --> 00:56:55,040
+المواطنة الصالحة يا إذا إحنا مواطنين صالحين ولا
+
+639
+00:56:55,040 --> 00:56:59,260
+وحشين قبل ما نجاوب على السؤال هدفنا نشوف فيديو عن
+
+640
+00:56:59,260 --> 00:57:04,800
+المواطنة الصالحة بعد دنيا هتسيألي سؤال إيش استفدت
+
+641
+00:57:04,800 --> 00:57:08,720
+من الفيديو إذا هل إحنا مواطنين صالحين ولا وحشين؟
+
+642
+00:57:08,720 --> 00:57:18,400
+شوفوا مع بعض تاخد ميه؟ ماشي متى
+
+643
+00:57:18,400 --> 00:57:20,360
+تكون مواطن كويس؟
+
+644
+00:57:35,930 --> 00:57:38,770
+أقلا ولا واضح؟ خلاص
+
+645
+00:59:14,010 --> 00:59:21,630
+الأن في سؤال بطلح نفسه بقوة متى
+
+646
+00:59:21,630 --> 00:59:27,270
+نكون مواطنين إيش صالحين؟ ممكن تسأل نفسك سؤال إيش
+
+647
+00:59:27,270 --> 00:59:30,510
+دخل الموضوع هذا في المسؤولية الاجتماعية؟ من جلب
+
+648
+00:59:30,510 --> 00:59:39,570
+السؤال؟ تفضلي ممتاز
+
+649
+00:59:52,140 --> 00:59:56,620
+شكرا يا عزيزي، مين كمان؟ ليش أنا لازم أكون صالح
+
+650
+00:59:56,620 --> 01:00:00,580
+وكويس؟ فضل التعامل مع جميع أفراد المجتمع ينقل على
+
+651
+01:00:00,580 --> 01:00:04,800
+الإنسانية وعدم التمييز بين الجنس والجنس الأخر أو
+
+652
+01:00:04,800 --> 01:00:23,860
+الجنسيةOkay شكرا تفضلي صحيح صحيح
+
+653
+01:00:23,860 --> 01:00:32,200
+يقع لعدق الدولة توفير الأمان صحيح
+
+654
+01:00:32,200 --> 01:00:38,860
+اشي متبادلتدفع الدرايب، تحافظ على النظافة، تحافظ
+
+655
+01:00:38,860 --> 01:00:41,000
+على الأمل، ما تروحش تتجرس المخدرات، ما تروحش تجيب
+
+656
+01:00:41,000 --> 01:00:43,400
+تهريب الدخل الدولي في جيسها، عشان كل هذا واجبال
+
+657
+01:00:43,400 --> 01:00:49,800
+cash كمواطن واحنا بنشرح قبل شوية، حكينا إن المؤسسة
+
+658
+01:00:49,800 --> 01:00:55,280
+داخل المجتمع تعتبر أحد مواطنينمتى تكون المؤسسة
+
+659
+01:00:55,280 --> 01:00:59,900
+مواطن صالح وكويس؟ إذا راعت الواجبات المطلوب منها
+
+660
+01:00:59,900 --> 01:01:04,000
+بشكل شمولي يعني ماتاخدش حاجة وما تاخدش حاجة بيكون
+
+661
+01:01:04,000 --> 01:01:08,760
+مواطن صالح من ضمن الواجبات اللي هو أول شريحة في
+
+662
+01:01:08,760 --> 01:01:13,900
+المحاضرة اليوم المسئولية الاجتماعية إذا كانت
+
+663
+01:01:13,900 --> 01:01:17,020
+المنظمة تكون مسئولية اجتماعية تجاه المجتمع بشكل
+
+664
+01:01:17,020 --> 01:01:21,710
+سليم تعتبر مواطن صالح والعكسنفس الشيء زي ما في
+
+665
+01:01:21,710 --> 01:01:25,010
+مواطنين مثلا أو في ناس بيجيبوا مخدرات أو بيعملوا
+
+666
+01:01:25,010 --> 01:01:29,030
+حاجات وحشة أو بضروا البلد بتاخد حالة في قصص نفس
+
+667
+01:01:29,030 --> 01:01:34,170
+الشيء الشركات نفس الشيء الاش .. الشركات هذه أمتلة
+
+668
+01:01:34,170 --> 01:01:38,590
+على نماذج لتجارب ناجحة في بعض الشركات العالمية
+
+669
+01:01:38,590 --> 01:01:43,330
+نشوف مثلا عصابي الميتال مجموعة
+
+670
+01:01:43,330 --> 01:01:53,730
+sky في بريطانيا للتلفاز اش عاملة؟sky sky سماء يعني
+
+671
+01:01:53,730 --> 01:02:02,730
+خدمة لمجتمع كيف خدمته عملت تجارب ع شكل أبحاث و
+
+672
+01:02:02,730 --> 01:02:09,570
+دراسات لمحاربة شيء معين هذه برضه خدمة اجتماعية او
+
+673
+01:02:09,570 --> 01:02:18,930
+مسئولية اجتماعية عندك مثلا شركة الميه فكرت
+
+674
+01:02:18,930 --> 01:02:24,500
+في خدمة التعليمإيش راح تعملت؟ هي شركة مية عملت
+
+675
+01:02:24,500 --> 01:02:29,120
+برنامج تعليمي بعنوان الحياة والتعلم مع الماء كيف؟
+
+676
+01:02:29,120 --> 01:02:33,520
+احنا عارفين ان العالم يعاني من أزمة شح الميه كيف
+
+677
+01:02:33,520 --> 01:02:35,980
+احنا هنحافظ على الميه؟ هيك احنا هنحافظ على الحياة
+
+678
+01:02:35,980 --> 01:02:44,180
+هم عملوا على البرنامج ومشيوا فيه كمان واحدة مجموعة
+
+679
+01:02:44,180 --> 01:02:48,860
+BMW للسيارات عاملة برنامج متكامل من ألف لليارد
+
+680
+01:02:48,860 --> 01:02:54,120
+اهتمام بالتعليم والبيئةفي المدينة اللي فيها مصنع
+
+681
+01:02:54,120 --> 01:02:58,660
+BMW للسيارات إذا نركزوا على الناس اللي ساكنين حول
+
+682
+01:02:58,660 --> 01:03:03,300
+المصنع واهتموا بالتعليم والمحافظة على البيئة عندنا
+
+683
+01:03:03,300 --> 01:03:07,500
+كمان شركة بريطانية بتتاجر في العلاج أو في الأدوية
+
+684
+01:03:07,500 --> 01:03:12,980
+برنامج صحي لمخاطر الأدوية أو لاستخدام السيء
+
+685
+01:03:12,980 --> 01:03:18,940
+للأدوية واضح؟ وهكذا، هذه بعض النماذج
+
+686
+01:03:20,910 --> 01:03:24,410
+الآن عندنا بنستخدم اسلوب العصف الدهني بدل انتوا
+
+687
+01:03:24,410 --> 01:03:30,510
+نيمتوا، هنصحيكوا ولا نخد لغز و بعدين نصحى؟ ناخد
+
+688
+01:03:30,510 --> 01:03:36,530
+حاجة تانية؟ خلينا كويسين و مواطنين صالحين معاكم و
+
+689
+01:03:36,530 --> 01:03:40,270
+نشوف حاجة تانية و بعدين نرجع لمحاضرة؟ لأنه بدل
+
+690
+01:03:40,270 --> 01:03:46,190
+نومه يتسللوا إليكم، مش عارفة ليش؟ هل تعبتم يا قوم؟
+
+691
+01:03:48,990 --> 01:03:54,930
+قولي انه جاعت بكتب خرابيش لسه ماجععش موقع التعب؟
+
+692
+01:03:54,930 --> 01:04:03,950
+هذه أخدناها؟ خدته هذه؟ طيب يالا نعمل تنشيط للذاكر
+
+693
+01:04:03,950 --> 01:04:08,410
+و بعدين نرجع مالك انت تفضلي مش عارف فيه عشرة جواب،
+
+694
+01:04:08,410 --> 01:04:12,390
+تفضلي مش مشكلة نعم؟
+
+695
+01:04:12,390 --> 01:04:19,030
+هيجي في امتحان، تفضليلأنه حكاية اسمه اسمه دارين،
+
+696
+01:04:19,030 --> 01:04:26,350
+دارين، دارين، حكاية اسمه دارين، دارين، دارين،
+
+697
+01:04:26,350 --> 01:04:27,510
+دارين، دارين، دارين، دارين، دارين، دارين، دارين،
+
+698
+01:04:27,510 --> 01:04:29,910
+دارين، دارين، دارين، دارين، دارين، دارين، دارين،
+
+699
+01:04:29,910 --> 01:04:35,270
+دارين، دارين، دارين، دارين، دارين، دارين، دارين،
+
+700
+01:04:35,270 --> 01:04:35,270
+دارين، دارين، دارين، دارين، دارين، دارين، دارين،
+
+701
+01:04:35,270 --> 01:04:35,270
+دارين، دارين، دارين، دارين، دارين، دارين، دارين،
+
+702
+01:04:35,270 --> 01:04:35,410
+دارين، دارين، دارين، دارين، دارين، دارين، دارين،
+
+703
+01:04:35,410 --> 01:04:44,910
+دارين، دارين، دارين،
+
+704
+01:04:47,910 --> 01:04:51,990
+طب خلّي أتكمل السؤال اشرحينا ماهر اللي حكت ماهر
+
+705
+01:04:51,990 --> 01:04:57,070
+وين؟ فضلي فقط أختي و أختي ماهر و ريهام اه طب يعني
+
+706
+01:04:57,070 --> 01:05:04,550
+عندك حالة عملي، عندك case study ماهر، ريهام، ما، و
+
+707
+01:05:04,550 --> 01:05:10,430
+آخر حرفين بسة، خضرة، آخر حاجة ماهر شكرا يا اللي
+
+708
+01:05:10,430 --> 01:05:12,550
+أختك و أخوكي ماهر و ريهام
+
+709
+01:05:21,070 --> 01:05:36,630
+فروقات يا جماعة الشمس واحد الشرط اتنين تلاتة
+
+710
+01:05:36,630 --> 01:05:48,010
+الأسنان مكسرين اللي عندك الشرط خمسة ماشي ستة عينيه
+
+711
+01:05:48,010 --> 01:05:54,880
+مش زي بعض طي سبعةهذا اكل تمانية و .. حكينا عن
+
+712
+01:05:54,880 --> 01:06:00,620
+الأسنان المكسرية جسد ال style الشعر ايوة ضايلة
+
+713
+01:06:00,620 --> 01:06:07,920
+واحدة و معاشرة حكينا عنها الشما
+
+714
+01:06:07,920 --> 01:06:19,080
+دول هذا كلب فكته ديبا هذي أطول شوية ماشي شكرا لامك
+
+715
+01:06:19,080 --> 01:06:25,430
+زين يا جماعةOkay شكرا نرش على النقد سؤال عصف دهني
+
+716
+01:06:25,430 --> 01:06:33,130
+يعني أنتوا هتفكروا فيه مش أنا و أنا هتخل عنكم
+
+717
+01:06:33,130 --> 01:06:46,550
+طب
+
+718
+01:06:46,550 --> 01:06:50,770
+علينا ممكن تجاوب في كلمة واحدةأيضا مين يحب يشارك
+
+719
+01:06:50,770 --> 01:06:56,950
+يشوف إيش معناه أنثى لدى الشركات جانب الفضل الشركة
+
+720
+01:06:56,950 --> 01:07:01,570
+أو المؤسسة أخدناها باعتبارها شخصية إعتبارية
+
+721
+01:07:01,570 --> 01:07:08,290
+فالأنثى لها كلمة إنسان إنسان يعني بالقرآن لما أطلع
+
+722
+01:07:08,290 --> 01:07:11,310
+أنزل القرآن بيبيننا إيش معنى إنسان بيكون جاري
+
+723
+01:07:11,310 --> 01:07:15,780
+بالأخلاق الدينيالقيم، كل إشي يعني يدور فيه إنه
+
+724
+01:07:15,780 --> 01:07:19,160
+إنسان، إنسان بجد الخدمة، إنسان اللي هو حقوقه عليه
+
+725
+01:07:19,160 --> 01:07:23,040
+واجهاته، جاين فيه كله بال .. بالوجه الصحيح ممتاز
+
+726
+01:07:23,040 --> 01:07:26,340
+فهذا مفتاح ده بإن أنا أكون مواطن صالح أو أكتر و
+
+727
+01:07:26,340 --> 01:07:30,080
+أتأثر بشركة شركة كشركة، ممتاز، شكرا لك، تفضلي أنت
+
+728
+01:07:30,080 --> 01:07:33,880
+كنت شركة بتركز على العنصر البشري صحيح، هو العنصر
+
+729
+01:07:33,880 --> 01:07:37,880
+البشري اللي هاللي جيه احنا في المجتمع، ممتاز،
+
+730
+01:07:37,880 --> 01:07:43,370
+تفضليتتركز على الجانب الاجتماعي و تحمل الجانب اللى
+
+731
+01:07:43,370 --> 01:07:50,950
+بمحي لإن ممكن تتركز على الجانب
+
+732
+01:07:50,950 --> 01:07:53,330
+اللى بمحي لإن ممكن تتركز على الجانب اللى بمحي لإن
+
+733
+01:07:53,330 --> 01:07:54,950
+ممكن تتركز على الجانب اللى بمحي لإن ممكن تتركز على
+
+734
+01:07:54,950 --> 01:07:55,810
+الجانب اللى بمحي لإن ممكن تتركز على الجانب اللى
+
+735
+01:07:55,810 --> 01:07:56,870
+بمحي لإن ممكن تتركز على الجانب اللى بمحي لإن ممكن
+
+736
+01:07:56,870 --> 01:07:57,430
+تتركز على الجانب اللى بمحي لإن ممكن تتركز على
+
+737
+01:07:57,430 --> 01:08:01,170
+الجانب اللى بمحي لإن ممكن تتركز على الجانب اللى
+
+738
+01:08:01,170 --> 01:08:05,250
+بمحي لإن ممكن تتركز على الجانب اللى بمحي لإن ممكن
+
+739
+01:08:05,250 --> 01:08:09,820
+تتنتوقف لغاية الآن ناخد break شوية و نرجع مع
+
+740
+01:08:09,820 --> 01:08:14,120
+أزملتكوا هنا في موضوع البيئة، التقافة، موضوع
+
+741
+01:08:14,120 --> 01:08:17,580
+التقافة، يعطيكوا العافية يعطيكوا العافية جميعا،
+
+742
+01:08:17,580 --> 01:08:25,020
+كيف حالكم؟ كيف أمركم؟معاكم هانا قراجة مهندسة حسوب
+
+743
+01:08:25,020 --> 01:08:29,140
+حاليا بقى أشتغل في بنك الإنتاج تمام؟ راح نبدأ
+
+744
+01:08:29,140 --> 01:08:31,880
+المحاضرة تمام؟ القسم التاني بالمحاضرة بعنوان هي
+
+745
+01:08:31,880 --> 01:08:35,800
+ثقافة المنظمة لكن هنبدأ بداية ما هو .. إيش تعريف
+
+746
+01:08:35,800 --> 01:08:40,320
+ثقافة بشكل عام؟ إذا نسميتك تطلع .. تطلع سؤال ما هي
+
+747
+01:08:40,320 --> 01:08:43,820
+الثقافة؟
+
+748
+01:08:43,820 --> 01:08:49,140
+ثقافة بشكل عام مش ثقافة المنظمة اتفضل انا اقنعتها
+
+749
+01:08:49,140 --> 01:08:58,150
+انا اقنعتها انا اقنعتهازي أش، زي أش
+
+750
+01:09:00,030 --> 01:09:04,370
+تفضل أيه؟ إن كل مجتمع أو كل شعر ثقافة معينة مثلا
+
+751
+01:09:04,370 --> 01:09:09,390
+إحنا نتميز من حيث مأكل أو نشرب أو نلبس، من حيث
+
+752
+01:09:09,390 --> 01:09:12,590
+أفكار ومعتقدات، مجتمع الفلسطيني مثلا كيف يتوقف
+
+753
+01:09:12,590 --> 01:09:17,670
+الفلسطيني؟ محتاج، صحيح، من ناحية المقتل أننا أكلات
+
+754
+01:09:17,670 --> 01:09:23,650
+مشهورة زي المفتول وسخر الفلسطيني صحيح، يعني هي
+
+755
+01:09:23,650 --> 01:09:29,250
+بالآخر عبارة عن قيم معتقداتبتأثر في المجتمع، تمام؟
+
+756
+01:09:29,250 --> 01:09:32,770
+هلأ، بما أنه احنا عرفنا التقافة بشكل عام، راح
+
+757
+01:09:32,770 --> 01:09:35,570
+نتطرق لتعريف ثقافة المنظمة، بأنها ...اشيا، إذاً
+
+758
+01:09:35,570 --> 01:09:40,450
+الثقافة بشكل عام، هي مجموعة القيم والمعتقدات
+
+759
+01:09:40,450 --> 01:09:48,830
+والمبادئ التي يحافظ عليها مجتمع معين، مثلا؟
+
+760
+01:09:48,830 --> 01:09:55,790
+ممتازة، أي ثقافة؟ شفتوها ولا عيدا؟في ناس بيكونوا
+
+761
+01:09:55,790 --> 01:09:59,610
+ماشيين و بيرموا من السيارة أو من أي حاجة اشتغلت،
+
+762
+01:09:59,610 --> 01:10:03,810
+ماشي؟ ثقافة تانية، بس ماعيش عشان مش هيني أسلم،
+
+763
+01:10:03,810 --> 01:10:07,810
+بفقه في مكانها، هو بيوضيها الفقه، هو بيوضيها
+
+764
+01:10:07,810 --> 01:10:12,730
+الاسم، بعدين ماعيش، اسمها ثقافة، نشوف مثلا ثقافة
+
+765
+01:10:12,730 --> 01:10:19,890
+أخرى، هدولة، تصورينا لقناة هدولة هنا، ماشي؟ باللون
+
+766
+01:10:19,890 --> 01:10:20,330
+الجاية
+
+767
+01:10:25,480 --> 01:10:30,800
+إيش رأيكوا بالـ أو إيش اللي صار؟ حاجة مش إيلي
+
+768
+01:10:30,800 --> 01:10:35,940
+أخدتك، نفس التهزام، هذه بتلاقيها موجودة، و لو
+
+769
+01:10:35,940 --> 01:10:40,120
+حكيتوا، إيش التصالفات هذه لو صمحت؟ عادي، أنا إيش
+
+770
+01:10:40,120 --> 01:10:46,000
+عملت؟ إذا سواء كانت الثقافة صحيحة أو خاطئة، بتلاقي
+
+771
+01:10:46,000 --> 01:10:50,940
+الشخص اللي بتبناها إيش ماله، مؤمن بها، بتدافع
+
+772
+01:10:50,940 --> 01:10:54,060
+فيها، إيش عملت؟ إيش أخد القلب؟ طبعا هي أخدت، ماشي
+
+773
+01:10:55,110 --> 01:10:56,870
+أو أنه هي ..
+
+774
+01:11:02,370 --> 01:11:04,650
+هذا من التقافات سواء كانت إيجابية أو سلبية إذا
+
+775
+01:11:04,650 --> 01:11:07,750
+كانت الجوال تلقى عليه، هي إيش بالسوق؟ طبعها
+
+776
+01:11:07,750 --> 01:11:12,290
+خصوصية، لأ هذا كأنه جوالك، هذا جوالك، خروجي و أقعد
+
+777
+01:11:12,290 --> 01:11:15,350
+مع الناس، طبعا مش جوال، هذه تقافة تانية، أنا بحكي
+
+778
+01:11:15,350 --> 01:11:19,690
+عن حاجة تانية، هي فتعة جوال، لو أنا حاطة راسي، هذه
+
+779
+01:11:19,690 --> 01:11:23,870
+كمان تقافة أيش؟ سلبية، لذا فإن فعلا تقافات سواء
+
+780
+01:11:23,870 --> 01:11:27,130
+كانت إيجابية أو سلبية، هي معتقدات ومبادرة وقيم
+
+781
+01:11:27,130 --> 01:11:32,450
+إحنا بنؤمن فيها، وبتلاقيها مشتركةيعني عادي يحطوا
+
+782
+01:11:32,450 --> 01:11:36,430
+راسم في الجوان أو عادي لنروح مكان نظيف يطلع منه مش
+
+783
+01:11:36,430 --> 01:11:42,650
+هنضيفه، خلاص، أمر مسلم فيه، وعدك؟ تفضلي، جامعة
+
+784
+01:11:42,650 --> 01:11:47,270
+تفضلي، فيش لنا ثقافة جديدة؟ خلال الأكل والشرف
+
+785
+01:11:47,270 --> 01:11:52,720
+والتورات؟ممكن نساعد الاخرين مثلًا، مثلًا سيطة عجوز
+
+786
+01:11:52,720 --> 01:11:56,520
+قدرت قدوم لقص الشارع كانت صيرت وقت النهار. ممتاز.
+
+787
+01:11:56,680 --> 01:12:01,040
+عندما نطلع من المحاضرة، ندفل الأدواء، ندفل
+
+788
+01:12:01,040 --> 01:12:07,160
+الشغلات. ممتاز. لأ، دي أفضل عادي، أفضل الأدوات،
+
+789
+01:12:07,160 --> 01:12:09,920
+أفضل الأدوات، أفضل الأدوات، أفضل الأدوات، أفضل
+
+790
+01:12:09,920 --> 01:12:10,620
+الأدوات، أفضل الأدوات، أفضل الأدوات، أفضل الأدوات،
+
+791
+01:12:10,620 --> 01:12:14,640
+أفضل الأدوات، أفضل الأدوات، أفضل الأدوات، أفضل
+
+792
+01:12:14,640 --> 01:12:21,330
+الأدوات، أفضل الأدوات، أفضلازم تكون على طريق بعالم
+
+793
+01:12:21,330 --> 01:12:24,250
+تغيير المجتمع و قديم الاستثمار صحيه مابصحش ان احنا
+
+794
+01:12:24,250 --> 01:12:28,230
+عشان خلفها الان احنا من التقاط اللي هتوصلكه
+
+795
+01:12:28,230 --> 01:12:32,610
+المفروض لإن التقاط حاجة مش ملموسة الان انت جدتك
+
+796
+01:12:32,610 --> 01:12:38,750
+بسيارة مافي شاب شاب و شاب جدا فانا زيك اللي بتنام
+
+797
+01:12:38,750 --> 01:12:44,910
+انا شاب ناسيه يعني انا عشان كده مش عارف بص لأ هو
+
+798
+01:12:44,910 --> 01:12:50,150
+الأصلإما هو .. إذا هو أخد باله .. بيقول .. بيقول
+
+799
+01:12:50,150 --> 01:12:55,730
+لواحد منها تعالي و بدي كتاب أو إنه سائق لبطل أو
+
+800
+01:12:55,730 --> 01:12:59,130
+إنه انتظر بيه، هذه التقافة إيجابية إنها مش موجودة
+
+801
+01:12:59,130 --> 01:13:02,090
+في مجتمعات تانية، أصلا في مجتمعات برا مافيش ناس
+
+802
+01:13:02,090 --> 01:13:05,490
+يقعد مع بعض في سيارة و يحكي، كل واحد في سيارة، او
+
+803
+01:13:05,490 --> 01:13:09,410
+احنا عشان قصير مجتمعنا، احنا عشان مضع مجتمعنا،
+
+804
+01:13:09,410 --> 01:13:14,010
+يعني في بعض الدول كل سيارة عاملة، بس قانون بسمح
+
+805
+01:13:14,010 --> 01:13:18,920
+يركب شخص واحد،فقط، احنا صعبة هذه صعبة شوية، فإن
+
+806
+01:13:18,920 --> 01:13:23,880
+المساحة مش نبيك المساحة يعني، إلها بعاد قانونية
+
+807
+01:13:23,880 --> 01:13:27,680
+عندهم بس ممكن مثلا تبقى قاعدة في مترا، تبقى قاعدة
+
+808
+01:13:27,680 --> 01:13:30,680
+على الكرسي و تجي تسيبك ليلاتهم و تعلمهم تقوم بتجي
+
+809
+01:13:30,680 --> 01:13:36,200
+قاعديها، ممتاز، و ممكن تطنش في مرحلة متجدها أو تجي
+
+810
+01:13:36,200 --> 01:13:38,620
+تسيبك عامل مثلا، شايفها عامل يولي، بتقول أنا
+
+811
+01:13:38,620 --> 01:13:44,020
+بتقعديهم، هذي ليش؟ طقافة، إذن الطقافة حاجة مش
+
+812
+01:13:44,020 --> 01:13:49,260
+ملموسةيعني مازلتش أمسكها، إيش مادة، لكن مش عروفية
+
+813
+01:13:49,260 --> 01:13:53,300
+لو أنت دخلتي على مكان .. مثلا، نحتي على مطعم
+
+814
+01:13:53,300 --> 01:13:58,660
+الطاولة لجنبك بتحدثوا بصوت عالي هم .. و بضحكوا
+
+815
+01:13:58,660 --> 01:14:03,720
+بصوت عالي، هم هيك بتتواحقوك، ناشي؟ فالأصل إن كنا
+
+816
+01:14:03,720 --> 01:14:06,760
+فينا شوية أدب، و زوجه مناطقش الصوت، انت في مكان
+
+817
+01:14:06,760 --> 01:14:11,920
+عام، ماشي، اتراعي لجنبك أو أنت طلبتي حاجة، و فيه
+
+818
+01:14:11,920 --> 01:14:15,140
+جانب الطاولة، قاعدين بتطلع و انت اشتغلتمايقدرش اتش
+
+819
+01:14:15,140 --> 01:14:18,860
+مالا، كلها ماتكونش موجودة. أي مجتمع في العالم فيه
+
+820
+01:14:18,860 --> 01:14:23,120
+عن التقافات الإيجابية وفيه عن التقافات إيش سلبية؟
+
+821
+01:14:23,120 --> 01:14:26,820
+مافيش مجتمع قائم عن التقافات السلبية ومافيش مجتمع
+
+822
+01:14:26,820 --> 01:14:29,900
+قائم عن التقافات الإيجابية، إلا تلاقي مزيج، شغلات
+
+823
+01:14:29,900 --> 01:14:33,980
+أيديا وشغلات إيش ترفنوها، هذا المقصود بإيش،
+
+824
+01:14:33,980 --> 01:14:38,850
+بالتقافة، قيم اعتقادات موجودة في المجتمعوتوحد
+
+825
+01:14:38,850 --> 01:14:41,950
+السلوك سواء على المجتمع الفردي أو الجماعات، ليس
+
+826
+01:14:41,950 --> 01:14:46,310
+على مستوى الفردي. فضل. طبعا، إذن ثقافة المنظمات هي
+
+827
+01:14:46,310 --> 01:14:49,690
+عبارة عن نظام من القيم والمعتقدات يتقاسمها الأعضاء
+
+828
+01:14:49,690 --> 01:14:53,750
+في المنظمة وتواجه السلوكهم. الآن خاصة، لا نريد
+
+829
+01:14:53,750 --> 01:14:58,570
+موضوع مش ثقافة المجتمع، موضوع ثقافة المؤسسات. الآن
+
+830
+01:14:58,570 --> 01:15:03,930
+في عندنا قيم وسلوكيات موجودة داخل المؤسسة، لو
+
+831
+01:15:03,930 --> 01:15:09,120
+روحتها مؤسسة أندرية مختلفة داخل نفس المجتمع،بنكون
+
+832
+01:15:09,120 --> 01:15:14,220
+مؤسسة بننشئها، بننشئ معاها ثقافة خاصة فيها، هذه
+
+833
+01:15:14,220 --> 01:15:17,900
+الثقافة غير عامة في المؤسسات التالية، تفضلي تواجه
+
+834
+01:15:17,900 --> 01:15:20,300
+السؤالكم زي ما حكينا سواء على المستوى الفردي أو
+
+835
+01:15:20,300 --> 01:15:25,520
+على المستوى الجماعي في المنظمة عايزين
+
+836
+01:15:25,520 --> 01:15:27,660
+example؟
+
+837
+01:15:28,960 --> 01:15:32,960
+تقافات المؤسسات خلصة من المشكلة تقافة المؤسسات
+
+838
+01:15:32,960 --> 01:15:41,200
+مثلا حاليا في بعض المؤسسات تمنع مثلا الأكل والشرف
+
+839
+01:15:41,200 --> 01:15:47,840
+في المكاتب مثلا شغل تاني مثال تاني أنه في ثقافة أن
+
+840
+01:15:47,840 --> 01:15:52,440
+العملاء ممنوع العملاء أو الزباين أن هم يتعاملوا مع
+
+841
+01:15:52,440 --> 01:15:56,760
+قسم الحاسوب في المؤسسة نفسها مثلا كمان مثال
+
+842
+01:16:01,510 --> 01:16:05,470
+ما هي هذه .. هل هذه تقافة ولا قوانين تطبق العمل؟
+
+843
+01:16:05,470 --> 01:16:11,250
+لأ ما هي .. القوانين .. تقافة .. تقافة .. هذه
+
+844
+01:16:11,250 --> 01:16:16,630
+السؤال الرابعة .. هذه تقافة .. مباعدي بالفعل ..
+
+845
+01:16:16,630 --> 01:16:21,310
+السؤال اللي مبنية .. إجرب عليه .. في الأستاذ
+
+846
+01:16:25,800 --> 01:16:30,020
+هي .. هي ثقافة أصلا هي عبارة عن قيم ومعتقدات تمام؟
+
+847
+01:16:30,020 --> 01:16:33,580
+فهي هت .. بت .. قيم ومعتقدات تطبط السلوك القانون
+
+848
+01:16:33,580 --> 01:16:37,540
+ممكن مايكونش قيم ومعتقدات أفريقيا القانون قانون
+
+849
+01:16:37,540 --> 01:16:43,740
+ممكن يعني لو أنا خلفت الثقافة ما بتعاقب لكن مكتوب
+
+850
+01:16:43,740 --> 01:16:46,620
+ممنوع دخول .. ممنوع الدخول لغير الموظفين وانا جابت
+
+851
+01:16:46,620 --> 01:16:50,440
+صديقتي ودخلتها دلوقتي أنا بتعاقبه يعني احنا بتقول
+
+852
+01:16:50,440 --> 01:16:52,820
+أن الثقافة أن ممكن ناس ماشيين بيرموا واحد على ال
+
+853
+01:16:52,820 --> 01:16:57,530
+pipe ففي ناس مرموهاشطب هذا اللي هو رقم .. طبعا
+
+854
+01:16:57,530 --> 01:17:00,550
+يضمن .. ورقة الفين عفوًا على الشهادة، المفروض
+
+855
+01:17:00,550 --> 01:17:04,550
+تعاقب، يدفع غيرها، بس مش مشكلة .. التقافة ..
+
+856
+01:17:04,550 --> 01:17:09,230
+التقافة لا تضعمها تحت قائلة القانون ده اللي عمل
+
+857
+01:17:09,230 --> 01:17:14,450
+ضمن فريق .. هذا قانون .. ممكن يا دكتورة .. لأ، مع
+
+858
+01:17:14,450 --> 01:17:15,970
+أنه انهم القرارات اللي كنا بيعمل ضمن مثل على
+
+859
+01:17:15,970 --> 01:17:19,790
+التقافة .. خضر يا رئيس تعامل موظفين مع التقافة ..
+
+860
+01:17:19,790 --> 01:17:26,520
+مدلة .. مفيش رأي؟يعني في بعض الموظفين يكون مثلا ال
+
+861
+01:17:26,520 --> 01:17:32,120
+.. طريقة تعاملها طريقة كتير سلسة، بتحب الموظف ..
+
+862
+01:17:32,120 --> 01:17:35,220
+المزارباق اللي هي .. و هذا مش قانون، لكن .. هو هي
+
+863
+01:17:35,220 --> 01:17:41,480
+.. هو هي شخصيته هي أو مثلا مكان في الشغلالأشياء
+
+864
+01:17:41,480 --> 01:17:44,420
+اللي شغلوا بيعطوا بيها و بيخلّيها أن هو مفتاح هو
+
+865
+01:17:44,420 --> 01:17:47,780
+ده بعكس طريق التعامل مع الزبائن ماذا؟ و لو كان في
+
+866
+01:17:47,780 --> 01:17:50,740
+ناس تانية مثلا بقالهم ترتفت التعامل مع الزبائن،
+
+867
+01:17:50,740 --> 01:17:54,500
+بيدفعوا بعاملهم من هناك حكينا قبل شوية أنه
+
+868
+01:17:54,500 --> 01:17:57,160
+التقارفة لا تقرع مخالفتها تحت طريقة القانون في
+
+869
+01:17:57,160 --> 01:18:02,780
+المؤسسة بعض المؤسسات بتكون يومها جفاعة طابور و لما
+
+870
+01:18:02,780 --> 01:18:05,740
+إيجا جردك وصلت الشباب، بروح لموظف، سايب المكان
+
+871
+01:18:05,740 --> 01:18:10,720
+ورايازملانه فى نفس ال cashier أو فى نفس ال club
+
+872
+01:18:10,720 --> 01:18:17,740
+محسوش انه عملش غلط فدقا طبعا هو ذوقيا بصحش يعنى بس
+
+873
+01:18:17,740 --> 01:18:22,160
+خاص هو جام اللى هو جاى الجهة و جاله ما شاء الله
+
+874
+01:18:22,160 --> 01:18:28,220
+يعني مش ايش ضلورية او ايش خرج عن إرادة لا اطلع هو
+
+875
+01:18:28,220 --> 01:18:33,900
+ايه الجام اللى جامه او الناس واقفين و بستنوا فى
+
+876
+01:18:33,900 --> 01:18:37,860
+الخدمةو الموظفين قاعدين يتحدثوا و يضحكوا و ما شاء
+
+877
+01:18:37,860 --> 01:18:42,340
+الله هذه مقصودة تقاطة طبعا ممكن تكون إيجابية ممكن
+
+878
+01:18:42,340 --> 01:18:45,460
+تكون إيجابية سلبية حسب ال .. ممكن في مدرسة مثلا لو
+
+879
+01:18:45,460 --> 01:18:49,240
+لقاء تلحيد مع الأهالي أن المدرسة نفسها تجيب ضيافهم
+
+880
+01:18:49,240 --> 01:18:52,900
+اتنين لكن لو روحنا مثلا مدرسة تانية مهجر و مانقر
+
+881
+01:18:52,900 --> 01:18:57,520
+ان هذه ثقافة ممتازة ممتازة وصلت الفكرة ولا عيدها؟
+
+882
+01:18:57,520 --> 01:19:00,140
+لا وصلت عيدها فضل
+
+883
+01:19:02,840 --> 01:19:07,640
+عادة أن الثقافة بتتأثر في عدة عناصر، أهمها .. إذا
+
+884
+01:19:07,640 --> 01:19:11,680
+الثقافة تتنظيم، يعني كل مؤسسة بتختلف عن بعضها؟في
+
+885
+01:19:11,680 --> 01:19:16,460
+عناصر موجودة لما أنا أجي أسس المؤسسة بدل فيها ناس
+
+886
+01:19:16,460 --> 01:19:20,680
+حاسوبية ثقافة دالت في عناصر مشتركة شوف نظرة أول
+
+887
+01:19:20,680 --> 01:19:23,300
+عنصر اللي هي بيئة الأعمال اللتي تعمل فيها المنظمة
+
+888
+01:19:23,300 --> 01:19:27,260
+يعني كاف يعني في شركات بتكون طبيعة عاملها ثقافة
+
+889
+01:19:27,260 --> 01:19:31,100
+فيها متفتحة أو سريعة التغيير زي شركات الإتصالات أو
+
+890
+01:19:31,100 --> 01:19:36,260
+شركات اللي بتعمل في مجال الحسوب نقطة تانية إذا
+
+891
+01:19:36,260 --> 01:19:37,700
+نعطي عنا ثقافة
+
+892
+01:19:40,470 --> 01:19:45,570
+اللي تنشأ في مؤسسات متغيرة باستمرار بمعنى إحنا
+
+893
+01:19:45,570 --> 01:19:49,810
+بنعطي عقود للعمال أو للموظفين لمدة سنة بعيدة خالص
+
+894
+01:19:49,810 --> 01:19:53,510
+في طبيعي مع تكرار الناس والشخصيات اللي بتقعد و
+
+895
+01:19:53,510 --> 01:19:57,490
+بتروح مش دائمة أنه التقافة هتتغير باستمرار لكن
+
+896
+01:19:57,490 --> 01:20:00,710
+التقافة في المؤسسات اللي فيها عقود دائمة بتلاقيها
+
+897
+01:20:00,710 --> 01:20:05,190
+ماشية بشكل معينتنين تنين اللي هي القادة
+
+898
+01:20:05,190 --> 01:20:08,030
+للستراتيجيين للستراتيجيون من خلال اللي هي ناشر
+
+899
+01:20:08,030 --> 01:20:11,670
+أفكار و مرائهم لجميع أجزاء المنظمة و العاملين هو
+
+900
+01:20:11,670 --> 01:20:14,870
+اللي ببدأ يبطل طقافة أو ببدأ يأسسها بشكل دومان
+
+901
+01:20:14,870 --> 01:20:18,810
+موصل هو المدير أو القادة تلاتة الخبرة لدى القادة و
+
+902
+01:20:18,810 --> 01:20:21,730
+ممارساته من خلال التجارب السابقة التي مرت بها
+
+903
+01:20:21,730 --> 01:20:28,290
+القادة صحيح يعني كان مثلا القائد أو كان المدير
+
+904
+01:20:28,290 --> 01:20:31,210
+مافيش أي مشكلة لو تجيب صديقك تقعد في مكتب تتحدثوا
+
+905
+01:20:31,210 --> 01:20:35,760
+عاديلكن لما هو أثر على الشغل، لأ إذا ما يحق
+
+906
+01:20:35,760 --> 01:20:40,260
+للمؤسسة أو دات المؤسسة إذا اكتشفت فيه ثقافة ضد
+
+907
+01:20:40,260 --> 01:20:47,380
+المصلحة، إنت ماشي، منع، تفضلوا أهمية ثقافة المنظمة
+
+908
+01:20:47,380 --> 01:20:51,500
+زي إيش يا أخوات، بعض ماشية بعض المؤسسات بتروح
+
+909
+01:20:51,500 --> 01:20:55,500
+عليها، بتحس هاي كنت داخلة موظفات عرضات سياق، ما
+
+910
+01:20:55,500 --> 01:20:59,200
+شاء الله كل واحدة لبس وكل واحدة style وكل واحدة
+
+911
+01:20:59,200 --> 01:21:07,510
+مكياجfree ملناش ده و مؤسسات تانية لأ بتحسيها كإنه
+
+912
+01:21:07,510 --> 01:21:11,030
+بيقول لأ مابدناش الكلام مهني و قادر مابدناش يقولي
+
+913
+01:21:11,030 --> 01:21:15,730
+عباشر يعني شكل آخر للتقاطفة لإن هو حكى إن هي غير
+
+914
+01:21:15,730 --> 01:21:21,210
+ملموسة لكن موجودة لما تكون فيه في المؤسسة رجال و
+
+915
+01:21:21,210 --> 01:21:25,350
+نساء بتلاقي جامعين كحالتين إما الموظفين و الموظفات
+
+916
+01:21:25,350 --> 01:21:28,990
+ماخدين على بعض على آخروفيه اكتشاف للبيوت واكتشاف
+
+917
+01:21:28,990 --> 01:21:32,410
+لل .. وعارف عنها كل حاجة وليه عارف عنها كل حاجة أو
+
+918
+01:21:32,410 --> 01:21:35,530
+ان علاقة احترام عاجزة سلام عليهم ونعطيكم العافية
+
+919
+01:21:35,530 --> 01:21:41,970
+وانساء لحالهم ورجالها هذه التقافتين موجودة في كل
+
+920
+01:21:41,970 --> 01:21:47,710
+مؤسسة واضح؟ اتفضلي علاقة الموظفين بعضهم بالمجتمع
+
+921
+01:21:47,710 --> 01:21:52,670
+يعني بعض المؤسسات تتحسن او اي موظف يتسلل لزميله
+
+922
+01:21:52,670 --> 01:21:56,620
+على ضلطه ويحطه لمشغل المجتمعلأ كثير شديد اه و في
+
+923
+01:21:56,620 --> 01:21:59,820
+مؤسسات تانية مثلا خلاص إذا البلد اللي إنت عملته لا
+
+924
+01:21:59,820 --> 01:22:03,000
+يدخل مسلحة المؤسسة أنا ممكن أستورق أو أقعد شهية
+
+925
+01:22:03,000 --> 01:22:05,020
+فيه في المؤسسة المضمونة لها ده الشكل المشكلة اللي
+
+926
+01:22:05,020 --> 01:22:10,400
+قابعك اللي هو قابة الظلمة لقبعك هل إحنا تقفدنا في
+
+927
+01:22:10,400 --> 01:22:14,080
+المجتمع أو عفونا في المؤسسة ماعرفش يعني أنا لما
+
+928
+01:22:14,080 --> 01:22:18,280
+هلأ قلت لك تشرح أنا وياك و نحن نتكلم عليها هذي
+
+929
+01:22:18,280 --> 01:22:22,520
+موجودة بعض المؤسسات بس غير مرضف أو يقصوا المشوار و
+
+930
+01:22:22,520 --> 01:22:27,270
+يقولوا بنادفوا فيهبس يجوا باحترامهم بروح واحد تاني
+
+931
+01:22:27,270 --> 01:22:31,870
+نفسه يدرسه هذه بتكون موجودة خاصة في المنظمات اللي
+
+932
+01:22:31,870 --> 01:22:36,330
+الموظفين ماخدين علي بعضها هل لما إيجي المدرسة
+
+933
+01:22:36,330 --> 01:22:41,230
+رحبنا فيه واحترمناه وفرحنا ومقول أبص ليش اتأخر ولا
+
+934
+01:22:41,230 --> 01:22:45,530
+ما بنصدق غيره؟ طبعا بياخدوا بعد إن أنا مش شرف ناخد
+
+935
+01:22:45,530 --> 01:22:49,290
+exam عندنا مدرسة في البلد الله كتر إن أنا متأكدة
+
+936
+01:22:50,410 --> 01:22:53,570
+الناس اللي عندها تقافة حلوة، دا يلعب أن القائد هو
+
+937
+01:22:53,570 --> 01:22:59,450
+اللي بيحطه التقافة، شوية شوية بتخلي
+
+938
+01:22:59,450 --> 01:23:04,390
+المعلمات هم الأهالة بدل ما ييجي على الجرس، بييجيوا
+
+939
+01:23:04,390 --> 01:23:07,810
+جابل بشورية، هي معودةهم يوميا ليشتغلوا معاها في
+
+940
+01:23:07,810 --> 01:23:11,050
+انجار الجهد فبتلاقيهم كلهم جايين، جابل نورة،
+
+941
+01:23:11,050 --> 01:23:14,190
+جاعدين بيشتغلوا في انجار الجهد مافيش قانون في
+
+942
+01:23:14,190 --> 01:23:18,950
+التعريف بالزمنلكنهم لأن الجو عجبهم والموضوع حلو من
+
+943
+01:23:18,950 --> 01:23:24,090
+جواتهم بدأ يصير تقليل، خلاص، تقوس، هذه تقوس، فاضح؟
+
+944
+01:23:24,090 --> 01:23:29,070
+هذا المقصود بتقاط المحسسين، فضل. أهمية ثقافة
+
+945
+01:23:29,070 --> 01:23:34,190
+المنظمة، تلعب ثقافة المنظمة دوًا مهمًا ويمكن
+
+946
+01:23:34,190 --> 01:23:36,710
+تقيصها في عدة نقاط، أول شغل أن هي بناء إحساس
+
+947
+01:23:36,710 --> 01:23:45,490
+بالتريها، كيف يعني؟ من تحكي؟ يمكن يكون في زي ..
+
+948
+01:23:47,190 --> 01:23:50,650
+أجندات، الأجندات اللي بيكون فيها التباريخ المدينة
+
+949
+01:23:50,650 --> 01:23:56,150
+للمؤسسة لإن أنت خدتها حرفيا، أه ماعرفش علاقة
+
+950
+01:23:56,150 --> 01:23:59,090
+بالتاريخ اللي هو الوقت لما يكون مثلا بيعمل شغل
+
+951
+01:23:59,090 --> 01:24:02,190
+محدد من زمان، هو من زمان يحتاج تعملها، يعني إنا
+
+952
+01:24:02,190 --> 01:24:05,450
+سنين أو إنا أشهر أنا جيت على المؤسسة اللي جيتها،
+
+953
+01:24:05,450 --> 01:24:08,750
+هيكسب زيه، أه صرت زيه يعني مادة اللغة خجولة و في
+
+954
+01:24:08,750 --> 01:24:14,400
+نفسها اشتغلت في مؤسسة openفلجتهم ماخدين على بعض
+
+955
+01:24:14,400 --> 01:24:21,460
+شوية شوية هتندمج لش متغيرة؟ وضعنا لجتهم هيبقى، لإن
+
+956
+01:24:21,460 --> 01:24:26,240
+بناء الإحساس بالتاريخ إن التقافة تراكمية واضحة
+
+957
+01:24:26,240 --> 01:24:31,060
+بصير إشي عادي خلاص، انت بتروح ع مكان، بتندمج أو
+
+958
+01:24:31,060 --> 01:24:35,420
+بتطلعمافيش إمكانية نغيّره بقى، تفضل أو إن بأسرد
+
+959
+01:24:35,420 --> 01:24:39,120
+أداء لعمل مميز، لأشخاص مميزين، سارة في المنظمة
+
+960
+01:24:39,120 --> 01:24:42,640
+نفسها، تمام؟ من خلال هي اللي هي بيولد شعور، إحساس
+
+961
+01:24:42,640 --> 01:24:47,200
+بالتاريخ، تمام؟ شغل تاني اللي هي إيجاد شعور
+
+962
+01:24:47,200 --> 01:24:52,780
+بالتوحد، يعني بمعنى إنها ثقافة بتعطي معنى للأدوار،
+
+963
+01:24:52,780 --> 01:24:56,140
+يعني كل موظف يكون عارف إيش دوره في المؤسسة، تمام؟
+
+964
+01:24:56,140 --> 01:24:59,580
+وبالتالي بتعمل توحد بالشعور، النقطة التالتة
+
+965
+01:24:59,580 --> 01:25:03,440
+..تانية لأنها هي كلمة التوحد بدون عمارةلأ اللى هى
+
+966
+01:25:03,440 --> 01:25:06,660
+كل واحدة اللى داره تعطى معنى للأدوار كإن أميزة
+
+967
+01:25:06,660 --> 01:25:11,320
+صحيح اللى هى تعطى معنى للأدوار ممتاز طبعا نقطة
+
+968
+01:25:11,320 --> 01:25:15,640
+تلاتة اللى هى تطوير إحساس بالعضوية و الانتماء منين
+
+969
+01:25:15,640 --> 01:25:21,760
+تشرحها؟ تفسر سهلة انه بيصير بيني و بينك ثقافة لدى
+
+970
+01:25:21,760 --> 01:25:25,160
+المؤسسة انتماس بينك و بين العضايا بينك و بين
+
+971
+01:25:25,160 --> 01:25:28,860
+العضايا بينك و بين الزملاء انتماء للمؤسسةأيون صحيح
+
+972
+01:25:28,860 --> 01:25:33,120
+استقرار وظيفي يعني دي معنى استقرار وظيفي مانجا صح
+
+973
+01:25:33,120 --> 01:25:36,480
+بيه، بيه بيه بيه بيه بيه بيه بيه بيه بيه بيه بيه
+
+974
+01:25:36,480 --> 01:25:37,440
+بيه بيه بيه بيه بيه بيه بيه بيه بيه بيه بيه بيه
+
+975
+01:25:37,440 --> 01:25:39,060
+بيه بيه بيه بيه بيه بيه بيه بيه بيه بيه بيه بيه
+
+976
+01:25:39,060 --> 01:25:41,360
+بيه بيه بيه بيه بيه بيه بيه بيه بيه بيه بيه بيه
+
+977
+01:25:41,360 --> 01:25:41,360
+بيه بيه بيه بيه بيه بيه بيه بيه بيه بيه بيه بيه
+
+978
+01:25:41,360 --> 01:25:41,700
+بيه بيه
+
+979
+01:25:54,970 --> 01:25:58,270
+لأن شكل الأشكال اللي هي العلاقات الأخوية لبعض
+
+980
+01:25:58,270 --> 01:26:03,210
+الموظفين تمام هي زي ما حكينا احنا النقاط الأربع
+
+981
+01:26:03,210 --> 01:26:06,110
+لكن احنا حكينا انهميط الثقافة بشكل عام لكن متى
+
+982
+01:26:06,110 --> 01:26:09,350
+تكون الثقافة ثقافة أنظمية قوية عندما تتسم بعدد
+
+983
+01:26:09,350 --> 01:26:12,610
+سمات أهمها اللي هي تكون هذه الثقافة تتسم بسمة
+
+984
+01:26:12,610 --> 01:26:17,980
+الوضوحتمام، السيمات التانية إنها تشجع على العمل
+
+985
+01:26:17,980 --> 01:26:21,920
+والإبداع والطموح ويكون هدفها الرئيسي هي هدف المنظم
+
+986
+01:26:21,920 --> 01:26:25,920
+وليس هدف الفن ممتاز فهذا لو اتحققت السيمات التلات
+
+987
+01:26:25,920 --> 01:26:29,240
+هدول بتكون هي عبارة عن ثقافة تنظيمية قوية ومتماسكة
+
+988
+01:26:29,240 --> 01:26:33,700
+لإيقاعك بدنا نسمع من هدا تجربتها أول ما اشتغلت في
+
+989
+01:26:33,700 --> 01:26:39,840
+بنك الانداج هي طالما عرضت نفسك هل لما راحتكام يوم
+
+990
+01:26:39,840 --> 01:26:43,460
+قعدت بس اندمجت مع الشغل و الموظفين و الدي أو
+
+991
+01:26:43,460 --> 01:26:47,040
+العملاء؟ والله أنا أول ما إجيت على ال bank أو إيش
+
+992
+01:26:47,040 --> 01:26:53,960
+.. مش بداية شغل، بداية تدريب، اندمجت أولها كاف،
+
+993
+01:26:53,960 --> 01:26:59,910
+يعني مش بسرعةصحيح لإني أول .. أول ما اتخرجت روحت
+
+994
+01:26:59,910 --> 01:27:03,750
+اتدربت على أول مكان الصفة عندك صفة تخجل؟ أه صحيح
+
+995
+01:27:03,750 --> 01:27:07,710
+معادي واضحة عشان كده ما هي بدت شوية .. أنا ماقولتش
+
+996
+01:27:07,710 --> 01:27:11,330
+أنها سلبية لصمتها الوقت هي شوية شوية مع طبيعة
+
+997
+01:27:11,330 --> 01:27:17,610
+الشغل يعني خفت لكن بحدود مش أنه مثلا أتخلى عن
+
+998
+01:27:17,610 --> 01:27:23,710
+الصفة هذه لأ بس أنه بتخجلبس بحدود طبعا، ضمن الشغل
+
+999
+01:27:23,710 --> 01:27:27,210
+انت في قسم الحاسوب بتعامل إذا بقى؟ لأ عشان هيك أنا
+
+1000
+01:27:27,210 --> 01:27:31,230
+و الحاسوب عشان كده، التعامل مع الأجهزة غير التعامل
+
+1001
+01:27:31,230 --> 01:27:33,910
+مع البشر التعامل مع الأجهزة بيعطينا صفة الجمود،
+
+1002
+01:27:33,910 --> 01:27:36,350
+إذا عليك أنا ماتكلمش كده عامة لما ضلت أتعامل مع
+
+1003
+01:27:36,350 --> 01:27:38,590
+حالة، زي الجهاز، لا بتحكي معاه ولا بحكي معاه ولا
+
+1004
+01:27:38,590 --> 01:27:41,330
+بتحس فيه ولا حاسة اللي بتاع بعضنا نحزنهم، معمول
+
+1005
+01:27:41,330 --> 01:27:43,750
+وقت بصير اني جمودة، لكن لما أتعامل مع بشر،
+
+1006
+01:27:43,750 --> 01:27:49,060
+ماببستبزون و ماببصريشهذه هي طبيعة الشغل وطبيعة
+
+1007
+01:27:49,060 --> 01:27:51,520
+المؤسسة، طبيعة الشغل اللي لازم يتعامل مع حسوب
+
+1008
+01:27:51,520 --> 01:27:54,120
+وطبيعة المؤسسة ممنوعة لأ أنا بحكي بشكل عكس،
+
+1009
+01:27:54,120 --> 01:28:00,540
+مابحكيش عن شخص .. هو هتتطور لحاله .. طب في واجد
+
+1010
+01:28:00,540 --> 01:28:04,160
+بتوافد و تطور فيه سوا بتصلي و تصلي .. أه صحيح ..
+
+1011
+01:28:04,160 --> 01:28:07,640
+تقعد مع الزمادهاش بالسوق؟ لأ هو كل واحد بيصلي
+
+1012
+01:28:07,640 --> 01:28:10,640
+لحاله، ممنوع التجمعاتإذا انت قاعد في المغارة،
+
+1013
+01:28:10,640 --> 01:28:13,300
+ممنوع تصلي ساعة؟ ممنوع، اه ممنوع التجمعات، خلاص.
+
+1014
+01:28:13,300 --> 01:28:19,160
+عديش ممكن تصلي وقت ساعة؟ لأ لأ، عشر دقائق، بس. أما
+
+1015
+01:28:19,160 --> 01:28:22,380
+التجمعات، لأ هم بمنع التجمعات. ممنوع مش هتفهم
+
+1016
+01:28:22,380 --> 01:28:27,700
+تانية؟ اه ممنوع، إلا مثلا إذا الدوام هو من
+
+1017
+01:28:27,700 --> 01:28:30,420
+التمانية لتمانية و نصف، إذا قدرت أنت يعني ماكنش
+
+1018
+01:28:30,420 --> 01:28:32,760
+عندك شغل ولا حاجة، بتقدر تشوفي زمايلك، بعد هيك
+
+1019
+01:28:32,760 --> 01:28:36,400
+ممنوع أو بعد ت .. ممكن تسوي زيارات يعني؟ ممنوع،
+
+1020
+01:28:36,400 --> 01:28:40,250
+أثناء الدوام ممنوعمن التمانية للتمانية و نص ..
+
+1021
+01:28:40,250 --> 01:28:44,210
+صباح .. اه تحكي صباح الخير يعني .. ايوه صحيح .. اه
+
+1022
+01:28:44,210 --> 01:28:49,630
+لكن غير في .. في بنك .. في بنك يعني .. صحيح ..
+
+1023
+01:28:49,630 --> 01:28:51,690
+يعني مش معقول انا أروح أشوف اسميت و في عندي عميل
+
+1024
+01:28:51,690 --> 01:28:54,830
+في المكتب أو اسميتي تانية .. لأ او .. يعني بشكل
+
+1025
+01:28:54,830 --> 01:28:57,710
+عام .. طبعا يعني .. او مثلا في تليفون .. والله
+
+1026
+01:28:57,710 --> 01:29:01,350
+بصير يعني .. بصير
+
+1027
+01:29:01,350 --> 01:29:04,070
+يعني ان بعض المؤسسات عادي .. سيب المكتب و تروح
+
+1028
+01:29:04,070 --> 01:29:09,320
+يتمشي هنا و هناك و تبصرش .. حسب المؤسسة ..طب
+
+1029
+01:29:09,320 --> 01:29:11,640
+التقاهة هاد اللى موجودة فى شغل اللى انتى مبسوطة
+
+1030
+01:29:11,640 --> 01:29:16,140
+فيها ومتداحة اتعودتى ولا لسه؟ لأ اتعودت اه لو
+
+1031
+01:29:16,140 --> 01:29:20,140
+شيلناكى ودلناكى على مكان تانى اتعودى على مكان تانى
+
+1032
+01:29:20,140 --> 01:29:22,960
+يعني شوف الأشياء تتمنى هتقل وجهك لمكانك تانى كثقة
+
+1033
+01:29:22,960 --> 01:29:27,400
+بتوقع هترجعى نقطة صفر من أولها هتعيد التجربة من
+
+1034
+01:29:27,400 --> 01:29:33,370
+أولها هترجعى خجلانة تستني شويةلأ هو مش مثلا انه
+
+1035
+01:29:33,370 --> 01:29:37,270
+خجلانة او اشي انه ..مش فاهم طبيعة الناس حولك هل
+
+1036
+01:29:37,270 --> 01:29:41,190
+بتقبل انك اجتماعي مش اجتماعي او تقبل ايه؟ كيف
+
+1037
+01:29:41,190 --> 01:29:44,830
+يعني؟ انت تحكي مش بس خجل فبحكيلك يا واحد يستني مش
+
+1038
+01:29:44,830 --> 01:29:47,990
+هان خجل يستني يفهم ايه طبيعة المظاهرات التانية هل
+
+1039
+01:29:47,990 --> 01:29:50,590
+هم هيتقبل انك مش معينة معاهم او لأ؟ هو لأ هو
+
+1040
+01:29:50,590 --> 01:29:54,470
+الواحد مش ..مش مثلا انه يعني نتواصلش بالمربع
+
+1041
+01:29:54,470 --> 01:29:58,070
+الأقصام التانية بحدود بحدود صحيح او او كيف
+
+1042
+01:29:58,070 --> 01:30:03,590
+بالمناسبةلأ .. لأ .. لأ .. وقت الحاجة .. وقت
+
+1043
+01:30:03,590 --> 01:30:07,810
+الحاجة صحيح وقت .. او مثلا اول نص ساعة، اخر نص
+
+1044
+01:30:07,810 --> 01:30:11,550
+ساعة في الدوام، اتقبلنا بشكل يعني عام فيها، مثلا
+
+1045
+01:30:11,550 --> 01:30:14,070
+انا رايحة قسم، جاي .. جاي ب .. مثلا شغل من قسم
+
+1046
+01:30:14,070 --> 01:30:18,070
+تاني، اه حد مافيش فيها مشكلة، لكن ان ال .. ال ..
+
+1047
+01:30:18,070 --> 01:30:22,070
+نقعد مع بعض في الدوام، هذا ممنوع، يعني العميل أولى
+
+1048
+01:30:22,070 --> 01:30:24,750
+من أنك انت تحكي مع زملتك أو مثلا يجيك المدير
+
+1049
+01:30:24,750 --> 01:30:27,590
+يطمئنك شغل، ملاقيكش على المكتب مفكرتش ليش هذا
+
+1050
+01:30:27,590 --> 01:30:35,470
+موجود؟يعني ده إن .. أقول ليش موجود الكلام ده؟ عشان
+
+1051
+01:30:35,470 --> 01:30:40,090
+ال .. المؤسس بتنجز مهامها عشان مؤسس أصل القطاع
+
+1052
+01:30:40,090 --> 01:30:42,910
+الخاص صحيح بتنجز مهامها لو انتي جيلناك و حاطناك في
+
+1053
+01:30:42,910 --> 01:30:47,230
+الزارة يا سلام هدا هدالك ال free هدالك ال free
+
+1054
+01:30:47,230 --> 01:30:51,090
+هتقتلف حسب القطاع يعني هدالك في القطاع الخاص هتحفظ
+
+1055
+01:30:51,090 --> 01:30:54,770
+مهام البنات و غير الملأ تحقيق و رباح فإن الموظف
+
+1056
+01:30:54,770 --> 01:30:59,080
+لازم يتحركش مجانالو احنا ع مؤسسة تقنية مثلا حكومية
+
+1057
+01:30:59,080 --> 01:31:02,960
+تقنية مش ع مكاتبها، اه صحيح في طبيعات اتعامل اللي
+
+1058
+01:31:02,960 --> 01:31:06,060
+ممكن تشتغل، مثلا انا مصدرش كتابة و اقبال جهاز، بس
+
+1059
+01:31:06,060 --> 01:31:09,280
+بنعمل من الطريقة، مثلا بصحيح ان انا اقول مكاني،
+
+1060
+01:31:09,280 --> 01:31:12,600
+رحلة عينانية و رحلة نقلة برضه، هشوف غير ايش عليه،
+
+1061
+01:31:12,600 --> 01:31:18,440
+ممكن مثلا ساعدها مع البلدممكن اعملش بس انه .. انه
+
+1062
+01:31:18,440 --> 01:31:21,560
+التقاطة تختلف حسب طبيعة المؤسسة، حسب طبيعة
+
+1063
+01:31:21,560 --> 01:31:24,260
+المؤسسة، اتفضل انا بدي احكي لجروبتي لإنه هي
+
+1064
+01:31:24,260 --> 01:31:27,080
+التقاطة يعني، وين بتشتغل يا أستاذ؟ انا بشتغل في
+
+1065
+01:31:27,080 --> 01:31:30,380
+الوظائف، اول ما ناخدت على المهندس، المؤسسات
+
+1066
+01:31:30,380 --> 01:31:35,990
+الدولية تقاطتها خاصةمهندس مدني فرزوني على مدرسة،
+
+1067
+01:31:35,990 --> 01:31:40,010
+مهندس موقع، فأول يوم أنا بطلت فيه الشغل، كان فيه
+
+1068
+01:31:40,010 --> 01:31:42,130
+مهندس موقع ما عرفت هذا القطار بعد السفر و الحجاز؟
+
+1069
+01:31:42,130 --> 01:31:45,630
+لسه، اول يوم راحت فيه على ال .. كان فيه مهندس
+
+1070
+01:31:45,630 --> 01:31:49,710
+المشروع اللي هو من سرق القطار و كنت لسه مطالب، فهو
+
+1071
+01:31:49,710 --> 01:31:53,250
+حكالي .. بقى الناس يحكي أهدا و سهلا، حكالي أنا
+
+1072
+01:31:53,250 --> 01:31:57,070
+مابحبش يبعتوا ال video على الموقععادى صارفة مش
+
+1073
+01:31:57,070 --> 01:32:00,170
+خاطفة ده خبطها بس فيها ثقافة بالأسف يعني عندي
+
+1074
+01:32:00,170 --> 01:32:03,130
+المهندسين بيكفروا انه .. انه راح اتارى يعني ان
+
+1075
+01:32:03,130 --> 01:32:06,150
+عالم بيحس البنات مش هتدق عليها يعني مش هتبساعدني
+
+1076
+01:32:06,150 --> 01:32:10,350
+يعني فانا ضلتني خلاص من أول قعدت درس أسبوعين في
+
+1077
+01:32:10,350 --> 01:32:13,470
+المدرسة و الحمد لله ادارة نقلتني لأنه يعني ..
+
+1078
+01:32:13,470 --> 01:32:17,070
+مدرسة الوطن كان مانجلتيش حد احكي بيسميه .. كان
+
+1079
+01:32:17,070 --> 01:32:22,280
+اصلايعني هو ثقافته ان الفنت مش لازم تشتغل .. لو
+
+1080
+01:32:22,280 --> 01:32:26,040
+رجال مهندس شاب مش هقول كلمة اه ما هو ليش لإنه عنده
+
+1081
+01:32:26,040 --> 01:32:28,980
+ثقافة ان الفنت في المجتمع اللي هنا في المخ في
+
+1082
+01:32:28,980 --> 01:32:31,960
+المجتمع المفقيد اه هي مشكلة هلأ اعطاك الفلسفة و
+
+1083
+01:32:31,960 --> 01:32:34,740
+بعدين صار يحكي هو ليش استعجل في الدور؟ هو براكي اه
+
+1084
+01:32:34,740 --> 01:32:37,040
+و هي تعرفون بحكي لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ
+
+1085
+01:32:37,040 --> 01:32:38,800
+لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ
+
+1086
+01:32:38,800 --> 01:32:46,840
+لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ لأ
+
+1087
+01:32:46,840 --> 01:32:50,580
+لأ لفسقط فوق و هو طلع من ال .. المكان اللي هو بسيط
+
+1088
+01:32:50,580 --> 01:32:56,420
+كده و عارف .. عارف بس .. يعني هذه ممكنش أحكي عنها
+
+1089
+01:32:56,420 --> 01:33:00,060
+تقاط على وجه النظرليش؟ لأنه لو الوكالة متبنية
+
+1090
+01:33:00,060 --> 01:33:04,220
+التقاطها ليه بيودّوكوا يتعاملوا معاها؟ الوكالة
+
+1091
+01:33:04,220 --> 01:33:09,660
+بيبقى وكالة، لأ التقاط الوكالة
+
+1092
+01:33:09,660 --> 01:33:13,940
+تشجيع عمل المرأة في كافة المواقع، لكن هذا الشخص
+
+1093
+01:33:13,940 --> 01:33:18,420
+اللي جوّل انطباع مسبق عن البناتة، وجهته زغيمة، مش
+
+1094
+01:33:18,420 --> 01:33:23,140
+وزغيمة يعنيفمش وجر نزلت وقولك وده فهو حتى لنفسه
+
+1095
+01:33:23,140 --> 01:33:28,160
+عندي مش الوطالة فبتالك
+
+1096
+01:33:28,160 --> 01:33:34,380
+مش على ثقافة لكن ثقافة المجتمع بتالك مش على ثقافة
+
+1097
+01:33:34,380 --> 01:33:39,180
+المجتمع بيعطيش
+
+1098
+01:33:39,180 --> 01:33:42,880
+الإنسان فلسة يدب الجدارة لأ جد هي ثقافة المجتمع
+
+1099
+01:33:42,880 --> 01:33:48,130
+شكرا حد حد يحطينا من تجذبته و لا ماتكون شجارةبطلى
+
+1100
+01:33:48,130 --> 01:33:52,130
+يا عم، بطلى ماشي
+
+1101
+01:33:52,130 --> 01:33:53,330
+يا عم، سامية؟
+
+1102
+01:33:56,410 --> 01:34:01,390
+أنا بشتغل من أساس اللونين يعني طبعا ثقافة زي الانو
+
+1103
+01:34:01,390 --> 01:34:07,730
+ماتش بس مشجعة للمرأة و بيعطيها دور قيادة و تنقرة
+
+1104
+01:34:07,730 --> 01:34:14,970
+في أجانب و ثقافة لإنه تتقبل للطرف الآخر و الانو
+
+1105
+01:34:14,970 --> 01:34:18,970
+معادات و تقاليد دينهم مختلف بس هو مابيحترموا أمور
+
+1106
+01:34:18,970 --> 01:34:22,990
+مش هى طبيعي شكر يعني ال ..اتعودنا من الأول كنا
+
+1107
+01:34:22,990 --> 01:34:27,270
+يعني كموظفين محليين اللي ممكن تمشي اللغة، ممكن
+
+1108
+01:34:27,270 --> 01:34:30,550
+تأخرين شوية، بعدين صار نظام .. مع التقامة بمجتمع،
+
+1109
+01:34:30,550 --> 01:34:33,350
+تقوم بتتقامة بمجتمع، اللي كان يعني في احنا
+
+1110
+01:34:33,350 --> 01:34:40,370
+التصميم، صار إنه في احترام للترف الأخر، حتى لو كان
+
+1111
+01:34:40,370 --> 01:34:45,570
+بال budget هذا، هو اللي أصلا تقبل أخر، تقبل الأخر،
+
+1112
+01:34:45,570 --> 01:34:49,920
+صارت في احترام اللغة ما لسه زمان، لأ صاربقى مافي
+
+1113
+01:34:49,920 --> 01:34:52,580
+يعني معنى أجاري اقتصاد كان مبدأ اقتصادنا بعض
+
+1114
+01:34:52,580 --> 01:34:57,640
+الشركات من آخر كلمة حكتها سميرة احنا هنبدأ الآن لو
+
+1115
+01:34:57,640 --> 01:35:03,440
+راحة مثلا ألا و لا نصرين اشتغلت في شرنك الدولي و
+
+1116
+01:35:03,440 --> 01:35:07,600
+هي كشخصية ماعنداش احترام وقت مجهدهم كلهم احترموا
+
+1117
+01:35:07,600 --> 01:35:11,280
+وقت هتحترموا الوقت إذا انتقامت المؤسسة في الجامعة
+
+1118
+01:35:11,280 --> 01:35:14,760
+السعودية مش العكس يعني مش هتبدأيا لحالة اتعلم فاقر
+
+1119
+01:35:14,760 --> 01:35:18,130
+موظفين محترمش لهم هم اللي هيعلمتواهذا المفروض
+
+1120
+01:35:18,130 --> 01:35:22,690
+تقافة المنظمة، شخصيا بتفضلي؟ راح نقرض مثال على هي
+
+1121
+01:35:22,690 --> 01:35:26,450
+تقافة المنظمة في حال كونها قوية ومتماسكة اللي هو
+
+1122
+01:35:26,450 --> 01:35:32,870
+لشركة هندا طبعا أو ما يسمى أسلوب هندا أو the هندا
+
+1123
+01:35:32,870 --> 01:35:37,850
+way ليش شركة هندا أو بالأخص اللي هي هندا way لأن
+
+1124
+01:35:37,850 --> 01:35:41,970
+شركة هندا ركزت على المبادئ اللي هي طموح طبعا
+
+1125
+01:35:41,970 --> 01:35:44,430
+واحترام الأفكار اللي هي زي ما حكينا اللي هي أهم من
+
+1126
+01:35:44,430 --> 01:35:48,210
+سيماتي اللي هي ثقافةإنها تكون قوية ومتمسكة حكينا
+
+1127
+01:35:48,210 --> 01:35:52,470
+اللي هي الإبداع و العمل المتميز و بعدين كمان ركزت
+
+1128
+01:35:52,470 --> 01:35:54,470
+على الاتصالات المفتوحة الاتصالات المفتوحة اللي هنا
+
+1129
+01:35:54,470 --> 01:35:57,970
+المقصود فيها انه خلت المدير يكون قادر على التواصل
+
+1130
+01:35:57,970 --> 01:36:01,410
+مع الموظفين و الموظفين يكونوا قادرين على التواصل
+
+1131
+01:36:01,410 --> 01:36:07,070
+مع المدير نفسه أيضا كمان هي ركز بس كأنه مش واضح مع
+
+1132
+01:36:07,070 --> 01:36:14,030
+ال slide ماوصلنيش
+
+1133
+01:36:15,480 --> 01:36:21,380
+مش مشكلة تمام وإنها كمان طبقت اللي هي العمل ضمن
+
+1134
+01:36:21,380 --> 01:36:24,980
+فريق وإنه كمان التناسق اللي هو بين الإدارات
+
+1135
+01:36:24,980 --> 01:36:29,760
+والأقسام الأخرى في المنظمة يعني مافيش حاجة ياخد
+
+1136
+01:36:29,760 --> 01:36:37,060
+اسمها أنا سبب نجاح الجامعة، لأ نحن سبب نجاح ..
+
+1137
+01:36:37,060 --> 01:36:40,300
+يعني المؤسسة بتنجح بسبب نجاح الأفراد، يعني الأفراد
+
+1138
+01:36:40,300 --> 01:36:41,380
+هم اللي بنجح المؤسسة
+
+1139
+01:36:44,640 --> 01:36:47,480
+معنى يعني؟ الأفراد؟ أه .. انا .. انا .. انا .. انا
+
+1140
+01:36:47,480 --> 01:36:51,600
+.. انا
+
+1141
+01:36:51,600 --> 01:36:51,720
+.. انا .. انا .. انا .. انا .. انا .. انا .. انا
+
+1142
+01:36:51,720 --> 01:36:51,720
+.. انا .. انا .. انا .. انا .. انا .. انا .. انا
+
+1143
+01:36:51,720 --> 01:36:52,200
+.. انا .. انا .. انا .. انا .. انا .. انا .. انا
+
+1144
+01:36:52,200 --> 01:36:52,900
+.. انا .. انا .. انا .. انا .. انا .. انا .. انا
+
+1145
+01:36:52,900 --> 01:36:57,840
+.. انا .. انا .. انا .. انا .. انا .. انا .. انا
+
+1146
+01:36:57,840 --> 01:36:57,840
+.. انا .. انا .. انا .. انا .. انا .. انا .. انا
+
+1147
+01:36:57,840 --> 01:36:57,840
+.. انا .. انا .. انا .. انا .. انا .. انا .. انا
+
+1148
+01:36:57,840 --> 01:36:57,840
+.. انا .. انا .. انا .. انا .. انا .. انا .. انا
+
+1149
+01:36:57,840 --> 01:36:57,860
+.. انا .. انا .. انا .. انا .. انا .. انا .. انا
+
+1150
+01:36:57,860 --> 01:37:04,600
+.. انا ..
+
+1151
+01:37:04,600 --> 01:37:08,160
+انا
+
+1152
+01:37:10,180 --> 01:37:12,960
+هل البنك الدول يجوا زروقي ولا طبعا مش .. اه طبعا
+
+1153
+01:37:12,960 --> 01:37:18,760
+طبعا اجوا زروقي؟ ايش؟ اجوا لبعض ولو هتهالت لإيش
+
+1154
+01:37:18,760 --> 01:37:23,720
+اللي هو اللي كانش قادر ييجي لحده معاهم؟ اه و اللي
+
+1155
+01:37:23,720 --> 01:37:29,500
+ماسألتيش نفسك ايش؟ لأنه هاي برضه وجود ثقافة ممتازة
+
+1156
+01:37:29,500 --> 01:37:33,700
+ممتازة علاقات جماعية؟ ممتازة في ثقافة ناس اللي هو
+
+1157
+01:37:33,700 --> 01:37:37,980
+احد من الزملاء و يظهر عنده حاجة طبعا احنا يعني مش
+
+1158
+01:37:37,980 --> 01:37:42,780
+شخص كوينا الروفيومجموعة و مدينة من اللي فاضي و
+
+1159
+01:37:42,780 --> 01:37:46,980
+مرتب و ناسف و ممكن يتفضل يروح أما .. طبعا لما أحنا
+
+1160
+01:37:46,980 --> 01:37:50,720
+نروح خلال دورة و نقول نعم أنا ساكرة مصر فبنحس
+
+1161
+01:37:50,720 --> 01:37:54,940
+بحاجة لإن دورة مناسش هذه ثقافة نفسها طبعا ثقافة
+
+1162
+01:37:54,940 --> 01:37:59,860
+هذه جاي من ثقافة المجتمع لإن المجتمع إجتماعي بطبع
+
+1163
+01:37:59,860 --> 01:38:04,180
+صار عند حد أهاجر كل فضولة لما أجوا ذروع غير شعر ده
+
+1164
+01:38:04,180 --> 01:38:09,300
+الجدرانلأنه انا .. يعني دي خيار تقول .. تعامل ..
+
+1165
+01:38:09,300 --> 01:38:10,640
+تعامل .. تعامل .. تعامل .. تعامل .. تعامل .. تعامل
+
+1166
+01:38:10,640 --> 01:38:11,880
+.. تعامل .. تعامل .. تعامل .. تعامل .. تعامل ..
+
+1167
+01:38:11,880 --> 01:38:12,460
+تعامل .. تعامل .. تعامل .. تعامل .. تعامل .. تعامل
+
+1168
+01:38:12,460 --> 01:38:16,200
+.. تعامل .. تعامل .. تعامل .. تعامل .. تعامل ..
+
+1169
+01:38:16,200 --> 01:38:18,640
+تعامل .. تعامل .. تعامل .. تعامل .. تعامل .. تعامل
+
+1170
+01:38:18,640 --> 01:38:20,480
+.. تعامل .. تعامل .. تعامل .. تعامل .. تعامل ..
+
+1171
+01:38:20,480 --> 01:38:20,480
+تعامل .. تعامل .. تعامل .. تعامل .. تعامل .. تعامل
+
+1172
+01:38:20,480 --> 01:38:29,110
+.. تعامل .. تعامحكينا إن في هناك مستوين للثقافة هو
+
+1173
+01:38:29,110 --> 01:38:34,170
+ثقافة المرئية وثقافة الجوهرية، مين تعرف إيش يعني
+
+1174
+01:38:34,170 --> 01:38:38,170
+ثقافة المرئية من اسمها؟ ثقافة المرئية .. ممكن تكون
+
+1175
+01:38:38,170 --> 01:38:40,750
+المرئية إشي ظاهري .. أيوة، صحيح .. و بالعين مستوين
+
+1176
+01:38:40,750 --> 01:38:42,090
+الجوهرية و بالعين مستوين الجوهرية و بالعين مستوين
+
+1177
+01:38:42,090 --> 01:38:42,470
+الجوهرية و بالعين مستوين الجوهرية و بالعين مستوين
+
+1178
+01:38:42,470 --> 01:38:42,790
+الجوهرية و بالعين مستوين الجوهرية و بالعين مستوين
+
+1179
+01:38:42,790 --> 01:38:46,290
+الجوهرية و بالعين مستوين الجوهرية و بالعين مستوين
+
+1180
+01:38:46,290 --> 01:38:50,570
+الجوهرية و بالعين مستوين
+
+1181
+01:38:50,570 --> 01:38:56,190
+الجوهرية وأو مثلا جاوب ماليا مثلا صحيح صحيح انا
+
+1182
+01:38:56,190 --> 01:38:59,470
+اقول انتوا انا وياكم كنا نعرف سميرة من زمان و
+
+1183
+01:38:59,470 --> 01:39:02,470
+قرروا اننا نزورها هي اتحركوا نزورها هيك و انا اقول
+
+1184
+01:39:02,470 --> 01:39:07,550
+معاها ادرية هناخد ادرية قيمةالدنيا دي تقارفة إنه
+
+1185
+01:39:07,550 --> 01:39:10,210
+ما شاء الله الناس وجاي تجيبنا عمل مدينة، الدنيا دي
+
+1186
+01:39:10,210 --> 01:39:12,770
+تقارفة أنا شوفتها بالعين، الزيارة نفسها كمان
+
+1187
+01:39:12,770 --> 01:39:15,270
+مرئية، زيارة نفسها كمان مرئية، زيارة نفسها كمان
+
+1188
+01:39:15,270 --> 01:39:22,890
+مرئية، زيارة نفسها كمان مرئية، زيارة نفسها كمان
+
+1189
+01:39:22,890 --> 01:39:28,470
+مرئية، زيارة نفسها كمان مرئية، زيارة نفسها كمان
+
+1190
+01:39:28,470 --> 01:39:31,690
+مرئية، زيارة نفسها كمان مرئية، زيارة نفسها كمان
+
+1191
+01:39:31,690 --> 01:39:34,610
+مرئية، زيارة نفسها كمان مرئية، زيارة نفسها كمان
+
+1192
+01:39:34,610 --> 01:39:37,800
+مرئية، زيارة نمؤسسات يعني ماتشوفيش هجة على المكتب
+
+1193
+01:39:37,800 --> 01:39:43,140
+غير قدوات العمل، عادة بقى الوطقة، كفرة، بس شوفنا،
+
+1194
+01:39:43,140 --> 01:39:47,960
+تفضل إزاي إيش كمان؟ زي طريقة تعامل الزبائن،
+
+1195
+01:39:47,960 --> 01:39:51,360
+الموظفين مع الزبائن، طريقة اللبس، لبس الموظفين،
+
+1196
+01:39:51,360 --> 01:39:55,380
+صحيح، تمام؟ أو طريقة اللي هي كمان تنظيم المكاتب،
+
+1197
+01:39:55,380 --> 01:39:59,200
+تمام؟ هذه كلها عاملة على ثقافة المرئية، الثقافة
+
+1198
+01:39:59,200 --> 01:39:59,760
+الجوهرية
+
+1199
+01:40:05,300 --> 01:40:09,640
+قبل ما نحكي عن التقافة الجبهرية، في سؤال، تمام؟ هل
+
+1200
+01:40:09,640 --> 01:40:13,220
+يستطيع الأعضاء الجدد الاقتساب وتقاسم التقافة
+
+1201
+01:40:13,220 --> 01:40:19,900
+التنظيمية في المنظمة؟ إذا أه، كيف؟ وإذا لأ، ليش؟
+
+1202
+01:40:19,900 --> 01:40:24,260
+في البداية مش هيبقوا يتسبوها من يمين، يعني بس
+
+1203
+01:40:24,260 --> 01:40:29,600
+معمولة للوقت هيصيروا يتسبوها step by step صحيح،
+
+1204
+01:40:29,600 --> 01:40:33,790
+تفضلاللي هي تقريبا يعني أولها إذا كانوا سمعين إيش
+
+1205
+01:40:33,790 --> 01:40:38,450
+عن الواسطة سيكون عندهم فكرة التطبيق و التنفيذ و
+
+1206
+01:40:38,450 --> 01:40:43,530
+الانتجار اللي هم بتاعته تدريجيا تمام هم الأعضاء
+
+1207
+01:40:43,530 --> 01:40:49,130
+الجدد بيكتسبوها من خلال أدة نقات أو خلال أدة عناصر
+
+1208
+01:40:49,130 --> 01:40:53,650
+أهمها اللي هي القصة و الحكاية من تقراها أنت
+
+1209
+01:40:53,650 --> 01:40:56,170
+بتنقلها و يصدروا أفواتك
+
+1210
+01:40:58,020 --> 01:41:01,500
+الكتيرات يتم تنقلها بين أفراد المنظمة جيلًا وبعد
+
+1211
+01:41:01,500 --> 01:41:04,540
+جيل والتي تحتوي على الوضع في أقع المدرسة أو
+
+1212
+01:41:04,540 --> 01:41:07,920
+عاملتهم على التكم أفراد المدرسة واتحاد القدر بيها
+
+1213
+01:41:07,920 --> 01:41:11,760
+تمام، يعني هي عبارة عن تنقلها من خلال أفراد
+
+1214
+01:41:11,760 --> 01:41:16,040
+المنظمة جيلًا وبعد جيل اللي يتم الإقتداء بثقافة
+
+1215
+01:41:16,040 --> 01:41:20,540
+المنظمة، من تقرأ؟ لأ مش تقرأ، مين المجزم؟
+
+1216
+01:41:25,410 --> 01:41:29,950
+يعني أنا بقدر أفترض يا عزيزي و ممكن مثلا مؤسسة
+
+1217
+01:41:29,950 --> 01:41:34,910
+معينة أو شركة معينة يكون مثلا مغرب في ضائقة و قدر
+
+1218
+01:41:34,910 --> 01:41:37,550
+المدير تبعه يحكم في مثلا مخصوم في السرقفورم و
+
+1219
+01:41:37,550 --> 01:41:41,030
+يطلعها منها دلوقتي الضائقة و الشركة اتطورت مع مجرد
+
+1220
+01:41:41,030 --> 01:41:45,370
+الوقت و هذا المدير اتوفى بس هيدله هذا المدير يتبقى
+
+1221
+01:41:45,370 --> 01:41:49,350
+في الشركة ويله وصمة ويحكى عنه ممتاز ممتاز هناك
+
+1222
+01:41:49,350 --> 01:41:53,070
+مرتقال أخر مثلا في عناقة المؤسساتالمدير مش كتير
+
+1223
+01:41:53,070 --> 01:41:58,010
+نيح فضل، فجان أحد الموظفين شكاب، كتب فيه شكوة،
+
+1224
+01:41:58,010 --> 01:42:01,190
+فاللي صار قائد لده العليا، فصلت للموظف اللي كتب
+
+1225
+01:42:01,190 --> 01:42:06,250
+شكوه، فبيجي موظف تان مش عارف، بشتكي، بده يشتكي،
+
+1226
+01:42:06,250 --> 01:42:09,850
+إيش بقوله زملاء اللي قاعدة عكوا، هذا المقصود فيه،
+
+1227
+01:42:09,850 --> 01:42:14,180
+فضلالاتنين اللي هي عبارة عن الأبطال بمعنى إن هم
+
+1228
+01:42:14,180 --> 01:42:16,880
+الأفراد اللي لدينا قدموا إنجازات لل .. للمنظمة
+
+1229
+01:42:16,880 --> 01:42:20,960
+نفسها تمام فالمنظمة بت .. بتكنلهم بالباب الاحترام
+
+1230
+01:42:20,960 --> 01:42:26,360
+والتقدير فبتخليهم يعني تعترفلهم بكامل الاحترام
+
+1231
+01:42:26,360 --> 01:42:33,140
+والتقدير المنظمة صحيح حتى لو كان شكل بسيط مثلا
+
+1232
+01:42:33,140 --> 01:42:38,620
+ضخنة لأخد الجامعة بده صلي فلو اتعم صلة فلا جد ان
+
+1233
+01:42:38,620 --> 01:42:43,050
+الناس اللي انت بيحكولي لهاهذا إنه صلى بناته
+
+1234
+01:42:43,050 --> 01:42:47,430
+بدكتورة فلانة، اختاء، هي طلبت مكان وجهزته حقق
+
+1235
+01:42:47,430 --> 01:42:50,550
+المكتب من الكلام، لهم إنه هي مش موجودة، بس هم
+
+1236
+01:42:50,550 --> 01:42:55,430
+بالنسبة له ميلو، يعني هي بطليرسخت حاجة في المجتمع
+
+1237
+01:42:55,430 --> 01:42:59,250
+أو في المؤسسة عبارة عنها تفضلي تانية شغلها اللي هي
+
+1238
+01:42:59,250 --> 01:43:02,110
+الطقوس والشعائر بمعنى هي الاحتفالات والمناسبات
+
+1239
+01:43:02,110 --> 01:43:06,790
+اللي بتمر فيها المؤسسة نفسها مثلا المؤسسة واحد
+
+1240
+01:43:06,790 --> 01:43:11,050
+اتنين تم ترخي انشاها تأسيسها اللي هو اليومي الفضي
+
+1241
+01:43:11,050 --> 01:43:16,930
+اللي هي التهبي انتحرت ع جهزة مميزة صحيح تلاتة
+
+1242
+01:43:16,930 --> 01:43:19,730
+اربعة لان احنا اخوات في الطقوس والشعر ليش انك صوت
+
+1243
+01:43:19,730 --> 01:43:23,900
+فيها لان احنا هروح ع حفظة المؤسسةهل احنا لازم نلبس
+
+1244
+01:43:23,900 --> 01:43:27,300
+بدلة و جرافة و نروح و لازم نلبس casual؟ هذي تقاط
+
+1245
+01:43:27,300 --> 01:43:31,540
+ممكن تحضر حفظ المؤسسة كلهم نابسين زي رسمي و كانوا
+
+1246
+01:43:31,540 --> 01:43:35,240
+في الشغل و ممكن تروح الحفظة للمؤسسة التانية casual
+
+1247
+01:43:35,240 --> 01:43:39,060
+ممكن رايحتهم هذي اسمها تقاط و مش هتلاقي واحد طالع
+
+1248
+01:43:39,060 --> 01:43:42,200
+من القاعدة يعني مش هتلاقيهم كلهم نابسين .. نابسين
+
+1249
+01:43:42,200 --> 01:43:46,820
+بدلة و جرافات و واحد لابس T-Shirt لأ كلهم نفس ناس
+
+1250
+01:43:46,820 --> 01:43:50,360
+اخلصوا هذي اسمها ايش؟ تقاط اللي احنا عارفينه لما
+
+1251
+01:43:50,360 --> 01:43:54,360
+نروح ايش بده .. ايش كيبناكوا اتفضلأربعة اللي هي
+
+1252
+01:43:54,360 --> 01:43:57,760
+الرموز اللي هي استخدام لغة من خلال تعبير وإشارات
+
+1253
+01:43:57,760 --> 01:44:02,040
+غير لفظية راح نهرد مثال بس أخر المحاضرة على
+
+1254
+01:44:02,040 --> 01:44:08,060
+الرموز، تمام؟ أه هو في عليها مثال بس أخر slice، صح
+
+1255
+01:44:08,060 --> 01:44:11,120
+المستوى
+
+1256
+01:44:11,120 --> 01:44:13,220
+التاني، احنا حكينا بالأول، المستوى الأول اللي هي
+
+1257
+01:44:13,220 --> 01:44:15,740
+الثقافة المرئية، تمام؟ واضح عشان معنى الثقافة
+
+1258
+01:44:15,740 --> 01:44:19,080
+المرئية؟ مين هدا السؤال؟ اتباشر، مين تقرأ؟ ثقافة
+
+1259
+01:44:19,080 --> 01:44:24,770
+جوهرية، اه صحالمستوى التاني يتمثل بما يسمى
+
+1260
+01:44:24,770 --> 01:44:28,590
+بالثقافة الجوهرية والتي نقصد بيها الفئام الجوهرية
+
+1261
+01:44:28,590 --> 01:44:32,590
+أو الإتصالات والمعتقدات المهمة التي تشكل وتوجه
+
+1262
+01:44:32,590 --> 01:44:36,770
+سلوك الأفراد وتساهم فعلاً في صياغة حدود الثقافة
+
+1263
+01:44:36,770 --> 01:44:43,690
+المرتبطة الـPhotograph الـPhotograph
+
+1264
+01:44:43,690 --> 01:44:49,470
+المشار إليها سابقاً الثقافة المتأثرة القوية
+
+1265
+01:44:55,830 --> 01:45:02,630
+ساخد الشريحة و شيل الصورة يعني ايوة نعملها نشيلها
+
+1266
+01:45:02,630 --> 01:45:06,310
+هي كبيرة اصلا يعني عشانك عاملة مشاهدة تغريها
+
+1267
+01:45:06,310 --> 01:45:13,940
+تغريها جدا جدا جدا ايوة okay تفضلأيضًا، تساهم في
+
+1268
+01:45:13,940 --> 01:45:17,880
+صياغة فضول الثقافة المرئية المشار إليها سابقًا،
+
+1269
+01:45:17,880 --> 01:45:27,040
+فالثقافة المتأصلة القوية تمشي تمشي
+
+1270
+01:45:27,040 --> 01:45:30,460
+بقيمة جوهرية تدعو إلى الانتصاب العالي، حيث يتم
+
+1271
+01:45:30,460 --> 01:45:34,640
+تعطيل التميز للأداء والإدعو والمسؤولية الاجتماعية
+
+1272
+01:45:34,640 --> 01:45:37,840
+والنزاوة والاندماج بالعمل، وكذلك
+
+1273
+01:45:47,380 --> 01:46:03,800
+والله أعمل ضمن الفريق السيدة
+
+1274
+01:46:03,800 --> 01:46:07,100
+سهنأ، المواجهة مش لتقنية بالمنحاضة وغير من الجميع،
+
+1275
+01:46:07,100 --> 01:46:11,280
+منهم بتقلش أنا بتقلش على ال side نفسها ماشي، تفضل
+
+1276
+01:46:11,980 --> 01:46:14,780
+طبعا زي ما حكت هي عبارة عن القيم الجوهرية، القيم
+
+1277
+01:46:14,780 --> 01:46:18,380
+الجوهرية زي إيش يعني؟ زي مثلا السرية في .. في
+
+1278
+01:46:18,380 --> 01:46:23,140
+الشغل، تمام؟ زي ال .. النزاهة، العدالة أو
+
+1279
+01:46:23,140 --> 01:46:27,900
+الشفافية، هذه كلها عبارة عن قيم جوهرية أو افتراضات
+
+1280
+01:46:27,900 --> 01:46:34,960
+بتوجه سلوك الفرد داخل المنظمة، مين ده مثال؟على
+
+1281
+01:46:34,960 --> 01:46:40,560
+ثقافة جوهرية فيه أشياء مش لازمة تطلع لبرا فإن
+
+1282
+01:46:40,560 --> 01:46:43,420
+مافيه منافسين يعني او في مثلا ماقدش أطلع معلومات
+
+1283
+01:46:43,420 --> 01:46:47,820
+عن عامل معين قاعد يغضبني، فانا مش تقابل، قوانيني
+
+1284
+01:46:47,820 --> 01:46:50,620
+معينة، فالقول المنصوب تطلع .. طب مش هي عبارة عن
+
+1285
+01:46:50,620 --> 01:46:54,180
+قيم جوهرية؟ قيم جوهرية سرية؟ تفصل من الشغل، يعني
+
+1286
+01:46:54,180 --> 01:46:57,900
+انتوا تعرفوا التحديد، زي مثلا مفتاح الخزنة في
+
+1287
+01:46:57,900 --> 01:47:01,730
+البنكأو الأقامة الـ Surveillance بفعل مشانها؟ لا
+
+1288
+01:47:01,730 --> 01:47:06,010
+طبعاً طبعا مشانها خاطط المسائل طيب مسائل التقامة
+
+1289
+01:47:06,010 --> 01:47:10,470
+مافيش فيها مسائل طب هل أنا مثلا بنده أحد طب ممكن
+
+1290
+01:47:10,470 --> 01:47:14,790
+أشتغل؟ إذا حكيت مثلا عن ورد شغل أو دفع إيش في
+
+1291
+01:47:14,790 --> 01:47:17,010
+اقتصادك و لا عنها ده مش حاجة تعقب يعني أقل مني
+
+1292
+01:47:17,010 --> 01:47:21,230
+يعني لأ ده إيش المفروض فيه عقاب تعقب مفروض لأ
+
+1293
+01:47:21,230 --> 01:47:24,590
+ماحدش بعقب عليه هو عشان فوضى يعني مش حين ماحدش
+
+1294
+01:47:24,590 --> 01:47:28,350
+عشان فوضىفي دول تانية ممكن ينحبس الموظف، في دول
+
+1295
+01:47:28,350 --> 01:47:32,290
+أخرى
+
+1296
+01:47:32,290 --> 01:47:35,810
+ممكن
+
+1297
+01:47:35,810 --> 01:47:38,650
+ينحبس الموظف، في دول أخرى ممكن ينحبس الموظف، في
+
+1298
+01:47:38,650 --> 01:47:39,110
+دول أخرى ممكن ينحبس الموظف، في دول أخرى ممكن ينحبس
+
+1299
+01:47:39,110 --> 01:47:39,950
+الموظف، في دول أخرى ممكن ينحبس الموظف، في دول أخرى
+
+1300
+01:47:39,950 --> 01:47:40,090
+ممكن ينحبس الموظف، في دول أخرى ممكن ينحبس الموظف،
+
+1301
+01:47:40,090 --> 01:47:41,210
+في دول أخرى ممكن ينحبس الموظف، في دول أخرى ممكن
+
+1302
+01:47:41,210 --> 01:47:43,290
+ينحبس الموظف، في دول أخرى ممكن ينحبس الموظف، في
+
+1303
+01:47:43,290 --> 01:47:48,490
+دول أخرى ممكن ينحبس الموظف، في دول أخرى ممكنبس لإن
+
+1304
+01:47:48,490 --> 01:47:52,010
+مافيش قوية تحاسب تليها خوضة مثلا مثلا خوضة مش مثلا
+
+1305
+01:47:52,010 --> 01:47:55,530
+أن مافيش قوية لأ في قوية تلزم الطبيب الممرض
+
+1306
+01:47:55,530 --> 01:47:59,150
+والمختبر وكل ما يطلعش أثر للناس مش مشاعر أنا أقول
+
+1307
+01:47:59,150 --> 01:48:07,830
+هذا واضح؟ أستاذانة؟ طبعا؟ أستاذانة؟ طبعا؟ من شوف
+
+1308
+01:48:07,830 --> 01:48:12,190
+من فيكوا أبطال القرن الواحد والعشرين انطلقوا
+
+1309
+01:48:35,520 --> 01:48:38,700
+مهنة مهنة اه خطر ماتبعد
+
+1310
+01:48:42,040 --> 01:48:51,180
+نجار، نجار، نجار، نجار، نجار، نجار، نجار، نجار،
+
+1311
+01:48:51,180 --> 01:48:51,720
+نجار، نجار، نجار، نجار، نجار، نجار، نجار، نجار،
+
+1312
+01:48:51,720 --> 01:48:53,160
+نجار، نجار، نجار، نجار، نجار، نجار، نجار، نجار،
+
+1313
+01:48:53,160 --> 01:48:53,460
+نجار، نجار، نجار، نجار، نجار، نجار، نجار، نجار،
+
+1314
+01:48:53,460 --> 01:48:58,960
+نجار، نجار،
+
+1315
+01:48:58,960 --> 01:48:58,960
+نجار، نجار، نجار، نجار، نجار، نجار، نجار، نجار،
+
+1316
+01:48:58,960 --> 01:48:58,960
+نجار، نجار، نجار، نجار، نجار، نجار، نجار، نجار،
+
+1317
+01:48:58,960 --> 01:49:08,200
+نجار، نجار، نجار، نجار، نجار، نجار،
+
+1318
+01:49:15,670 --> 01:49:21,170
+من المشهد يمشي نشوف الجواب الصحيح يمكن صح و ضغط
+
+1319
+01:49:21,170 --> 01:49:26,950
+نرجع ممتاز جاتك صحيح انا مالكيش bonus نشوف اللغز
+
+1320
+01:49:26,950 --> 01:49:34,230
+التاني احنا مش هنكتر اللغز يعني براحتكوا انت
+
+1321
+01:49:34,230 --> 01:49:36,930
+عبقرية نشوف اللغز التاني
+
+1322
+01:49:45,920 --> 01:49:50,260
+خمس دقاقى خمس
+
+1323
+01:49:50,260 --> 01:49:55,100
+دقاقى؟ اه انت عيل هندس مدني؟ او الجمعة عشره هندس
+
+1324
+01:49:55,100 --> 01:50:01,700
+مدني؟ يعني هي قياسي سهل على فكرة خمس دقاقى نشوف
+
+1325
+01:50:01,700 --> 01:50:07,920
+الإجابة- يعني كل أرض .. كل أرض دخلت دقيقة .. خمس
+
+1326
+01:50:07,920 --> 01:50:08,820
+دقيقة .. خمس دقيقة .. خمس دقيقة .. خمس دقيقة ..
+
+1327
+01:50:08,820 --> 01:50:10,640
+خمس دقيقة .. خمس دقيقة .. خمس دقيقة .. خمس دقيقة
+
+1328
+01:50:10,640 --> 01:50:11,360
+.. خمس دقيقة .. خمس دقيقة .. خمس دقيقة .. خمس
+
+1329
+01:50:11,360 --> 01:50:14,180
+دقيقة .. خمس دقيقة .. خمس دقيقة .. خمس دقيقة ..
+
+1330
+01:50:14,180 --> 01:50:19,820
+خمس دقيقة .. خمس دقيقة .. خمس دقيقة .. خمس دقيقة
+
+1331
+01:50:19,820 --> 01:50:23,220
+.. خمس دقيقة .. خمس دقيقة .. خمس دقيقة .. خمس
+
+1332
+01:50:23,220 --> 01:50:28,740
+دقيقة .. خمس دقيقة .. خمس دقيقة .. خمس دقيقة ..
+
+1333
+01:50:28,740 --> 01:50:35,920
+خمس دقيقة .. خمس دقيقة .. خمس دقيقة .. خمسكإنما
+
+1334
+01:50:35,920 --> 01:50:43,920
+تمثل جيانا ولا إيش؟ تفضّلي، دلّا هذه
+
+1335
+01:50:43,920 --> 01:50:48,960
+العلاقة اللي بتوضّح التقافة الجوهرية مع ثقافة
+
+1336
+01:50:48,960 --> 01:50:51,400
+المرئية زي ما حكينا، التقافة الجوهرية هي عبارة عن
+
+1337
+01:50:51,400 --> 01:50:56,640
+قيم ومعتقدات تمام، حكينا كيف تكسبوها الأفراد من
+
+1338
+01:50:56,640 --> 01:50:59,660
+خلال القصص و الحكايات، الأبطال من خلال الرموز ومن
+
+1339
+01:50:59,660 --> 01:51:04,400
+خلال الطقوس والشعار الإدارة
+
+1340
+01:51:04,400 --> 01:51:05,260
+الموجهة بالقيم
+
+1341
+01:51:09,930 --> 01:51:14,630
+مش يعني؟ من اسمها؟ هي القدرة تكون هي نفسها، هي
+
+1342
+01:51:14,630 --> 01:51:17,790
+القيامة هي القيامة، تروح تعطيها للموظفين تمام، من
+
+1343
+01:51:17,790 --> 01:51:20,910
+تانية؟ هي راح تنشرها تفضلي هي القيامة هي راح
+
+1344
+01:51:20,910 --> 01:51:21,830
+تنتشرها، هي راح تنشرها، هي راح تنشرها، هي راح
+
+1345
+01:51:21,830 --> 01:51:22,490
+تنشرها، هي راح تنشرها، هي راح تنشرها، هي راح
+
+1346
+01:51:22,490 --> 01:51:23,510
+تنشرها، هي راح تنشرها، هي راح تنشرها، هي راح
+
+1347
+01:51:23,510 --> 01:51:23,530
+تنشرها، هي راح تنشرها، هي راح تنشرها، هي راح
+
+1348
+01:51:23,530 --> 01:51:23,530
+تنشرها، هي راح تنشرها، هي راح تنشرها، هي راح
+
+1349
+01:51:23,530 --> 01:51:26,670
+تنشرها، هي راح تنشرها، هي راح تنشرها، هي راح
+
+1350
+01:51:26,670 --> 01:51:30,170
+تنشرها، هي رماشي للتزام بمقاومة العمل، يعني أطول
+
+1351
+01:51:30,170 --> 01:51:32,310
+عن شغل أنا قاعدة بشتغل، أنا مانعرفش أعمل اتصالات
+
+1352
+01:51:32,310 --> 01:51:35,410
+خارجية ولا ده أزور بفلان في مكتب ولا لأ، احترام
+
+1353
+01:51:35,410 --> 01:51:39,570
+متبادل يا عزيزي، احترام متبادل، ممتاز، مين كمان؟
+
+1354
+01:51:39,570 --> 01:51:41,690
+الاحترام ونظافة المكان، مش ندخل على المكتب اللي
+
+1355
+01:51:41,690 --> 01:51:45,270
+جيه مليان أوراق ونفريات، عارف هنا وين، طريقة
+
+1356
+01:51:45,270 --> 01:51:49,370
+اللبس، الملبس، تنظيم المكاتب، ماشي طريقة اللبس
+
+1357
+01:51:49,370 --> 01:51:53,250
+معينة، إما تكون موسم الدخلة وفيه uniform معين أو
+
+1358
+01:51:53,250 --> 01:51:57,170
+إنما ترك اللبس في الموظفين، ولكن برضهيعني موضوع ..
+
+1359
+01:51:57,170 --> 01:52:00,010
+خاصة الأخوان، يعني موضوع الأخت ممنوع الأخت تيجي
+
+1360
+01:52:00,010 --> 01:52:03,690
+مثلا لبس غير غيط أبدا، لأ، بالذات تيجي لبس محترم،
+
+1361
+01:52:03,690 --> 01:52:06,070
+مش عاجبها اللي بيستخدمها يعني احنا مثلا عنا لازم
+
+1362
+01:52:06,070 --> 01:52:09,410
+الأخت تيجي بجلباب زي .. زي شرعي في ال bank صحيح و
+
+1363
+01:52:09,410 --> 01:52:12,510
+الموظفين زي ال bank الرسمي اللي هو البدلة من الأحد
+
+1364
+01:52:12,510 --> 01:52:15,170
+للاربع، غير هيكي من الخميس بيقدر ييجي casual، بس
+
+1365
+01:52:15,170 --> 01:52:19,550
+بحدود ماشي، بتحكم اللغة اللي لبسك؟ لأ، اه، بتحكم
+
+1366
+01:52:19,550 --> 01:52:22,470
+كيف .. يعني بيفرضوش عليكي ألوان معين، لكن الألوان
+
+1367
+01:52:22,470 --> 01:52:27,480
+الفقر، الحمرالبرنامج حكوا أنك شفتيهم و قلتي ممنوع
+
+1368
+01:52:27,480 --> 01:52:39,000
+لأ لأ هم حكوا أنه ممنوع صحيح طبعا
+
+1369
+01:52:39,000 --> 01:52:43,120
+الإدارة المواجهة بالقيم هي .. بس مش أن المنظمة
+
+1370
+01:52:43,120 --> 01:52:47,400
+نفسها أنها بدها تعلن أن هي عندها معتقدات و قيم و
+
+1371
+01:52:47,400 --> 01:52:51,360
+أخلاق لكن هذه القيم و التقافة نفسها لازم تنشرها في
+
+1372
+01:52:51,360 --> 01:52:56,970
+المؤسسةعشان هيك فيظهر هاي المفهوم اللي هي الـ
+
+1373
+01:52:56,970 --> 01:52:58,850
+Value Based Management اللي هي مصطلح الإدارة
+
+1374
+01:52:58,850 --> 01:53:02,530
+الموجهة بالقيم يعني الإدارة تقوم بتطوير و أبث و
+
+1375
+01:53:02,530 --> 01:53:06,990
+إيصال و أسن و ممارسة القيم و نشرها في المنظمة و
+
+1376
+01:53:06,990 --> 01:53:10,630
+ليش؟ بهدف اللي هي التماسك بأخلاقيات الأعمال و تبني
+
+1377
+01:53:10,630 --> 01:53:13,370
+المسؤولية الاجتماعية هذا الهدف كلمة قيم يا أخوات
+
+1378
+01:53:13,370 --> 01:53:16,410
+ليها الـValue هتجه من أخلاقيات العمل أو أخلاقيات
+
+1379
+01:53:16,410 --> 01:53:21,310
+دنسة عشان يكسبوا هذا القيم معناه توجيه السلوك
+
+1380
+01:53:21,310 --> 01:53:26,880
+الموظفيننحو السلوك الإيجابي من أمانة وكتمالة السر
+
+1381
+01:53:26,880 --> 01:53:31,740
+وعدالة ونزاها وهاكت أنا دخلت على المؤسسة مثلا
+
+1382
+01:53:31,740 --> 01:53:37,400
+أتوقع حكيناها قبل كده لما إيجي اوتوجان على الحكم
+
+1383
+01:53:37,400 --> 01:53:43,240
+حكيناها؟ ما الحكياش يعني جال أنا لأ أسرق نفس
+
+1384
+01:53:43,240 --> 01:53:47,860
+الفكرة لازم يكون قطبه فالجدي هو كله مباطل يسرق قبل
+
+1385
+01:53:47,860 --> 01:53:51,000
+هو جال أنا لأ أسرق و لازم يسرق أو يسرق بعضهم يسرق
+
+1386
+01:53:51,000 --> 01:53:53,960
+معاهإذا مقصود بالإدارة بالقيم، توجيه السلوك
+
+1387
+01:53:53,960 --> 01:53:58,580
+الموظفي نحو الأمور الإيجابية، ماشي و يكون الموظف
+
+1388
+01:53:58,580 --> 01:54:02,500
+أول واحد بتطبقها، مش بيحكي تعالوا عن عملات الشغل و
+
+1389
+01:54:02,500 --> 01:54:08,680
+هم بيجينا الساعة عشان، هيصيرك سلوك، تفضل تمام
+
+1390
+01:54:08,680 --> 01:54:13,620
+أبقىهذا التأثير تمام، أنا بدأ أتأكد هل هو فعلياً
+
+1391
+01:54:13,620 --> 01:54:18,200
+اتطبق عندى في المنظمة أو انه بس مجرد بس انه كلام
+
+1392
+01:54:18,200 --> 01:54:25,720
+تمام، من تقرأ، في عدة نقاط، اتفضل رقم واحد، ثوق
+
+1393
+01:54:25,720 --> 01:54:28,980
+الصلاة، يجب أن تكون قيمة جوانبية وثيقة الصلاة
+
+1394
+01:54:28,980 --> 01:54:32,220
+وداعمة الأهداف السياسية تسعى المنظمة للتحليل زي ما
+
+1395
+01:54:32,220 --> 01:54:34,700
+حكيها أنا أول إشي إنه الهدف، الهدف من وراء التقافل
+
+1396
+01:54:34,700 --> 01:54:40,390
+هي تحقيق أهداف المؤسسة، ليست الهدف الفرد2 نزال يجب
+
+1397
+01:54:40,390 --> 01:54:45,110
+أن نوصل .. تحسي يا عزيزي مالك منطلقة كده؟ رقم 1
+
+1398
+01:54:45,110 --> 01:54:57,790
+exactly إرضاء الزبائن هو الطريق للربح هل في صلة
+
+1399
+01:54:57,790 --> 01:55:02,090
+بال إتنين و لا بالواحد لحد؟ لأ طبعا علاقة .. علاقة
+
+1400
+01:55:02,090 --> 01:55:03,210
+كاملة .. كاملة .. كاملة .. كاملة .. كاملة .. كاملة
+
+1401
+01:55:03,210 --> 01:55:03,350
+.. كاملة .. كاملة .. كاملة .. كاملة .. كاملة ..
+
+1402
+01:55:03,350 --> 01:55:03,670
+كاملة .. كاملة .. كاملة .. كاملة .. كاملة .. كاملة
+
+1403
+01:55:03,670 --> 01:55:04,510
+.. كاملة .. كاملة .. كاملة .. كاملة .. كاملة ..
+
+1404
+01:55:04,510 --> 01:55:04,610
+كاملة .. كاملة .. كاملة .. كاملة .. كاملة .. كاملة
+
+1405
+01:55:04,610 --> 01:55:05,010
+.. كاملة .. كاملة .. كاملة .. كاملة .. كاملة ..
+
+1406
+01:55:05,010 --> 01:55:11,720
+كاملة .. كاملة ..النزاها يجب أن توفر الفرن جوهرية
+
+1407
+01:55:11,720 --> 01:55:15,700
+دعاية أخلاقية واضحة وانتظرية لكل الأعمال واتصارفات
+
+1408
+01:55:15,700 --> 01:55:23,020
+المنظمة فضل يا أستاذ هنها فضل إيه نزاها نزاها يعني
+
+1409
+01:55:23,020 --> 01:55:30,000
+هي بمعنى إنها تكون يعني
+
+1410
+01:55:30,000 --> 01:55:34,020
+هتكون هذه على مستوى يعني مستمرة وليس مثلا لفترة
+
+1411
+01:55:34,020 --> 01:55:37,900
+محددة في المنظمة نفسهاالقيمة نفسها زي ما حكينا هي
+
+1412
+01:55:37,900 --> 01:55:41,820
+أمر إيجابي يكون للأساسات أساسيات أخوان أخلاقية
+
+1413
+01:55:41,820 --> 01:55:48,280
+مضطرة فعلا بالأخلاق الإنسان فضل المثابرة أن قيم
+
+1414
+01:55:48,280 --> 01:55:51,700
+الجوهرية يجب أن تكون مفهومة من قبل جميع أعضاء
+
+1415
+01:55:51,700 --> 01:55:55,740
+الإنسان زي ما حكيت هنا كمشروع يستمر أيضا مش اليوم
+
+1416
+01:55:55,740 --> 01:55:59,200
+عندنا نزاها و أمانة و بكرك عليه مثلك لأ خاصة هنمشي
+
+1417
+01:55:59,200 --> 01:56:04,780
+على إيش فدر إننا أيضاالقوة يجب أن تكون القيم
+
+1418
+01:56:04,780 --> 01:56:28,740
+الجوهرية مقبولة
+
+1419
+01:56:28,740 --> 01:56:30,840
+من قبل جميع أعضاء المنظرات
+
+1420
+01:56:33,990 --> 01:56:38,330
+هيوة هنا بشملها الـ Desire تشرحيها و لا تشرحها
+
+1421
+01:56:38,330 --> 01:56:42,490
+أنا؟ لأ بأشرحها فضل أنه زي ما حكينا اللي هي انها
+
+1422
+01:56:42,490 --> 01:56:45,670
+تكون هذه المتفق عليها من جميع الأعضاء المرادة مش
+
+1423
+01:56:45,670 --> 01:56:53,230
+كل واحد يطلع احتقاف على مثلا إذا كانت قيم على أسس
+
+1424
+01:56:53,230 --> 01:57:03,070
+أخلاقية تلاقي قبول أما إذا فيها ظلم لفئة معينةأو
+
+1425
+01:57:03,070 --> 01:57:09,290
+يتنغش زي إيش مثلا الأدوية في مخازن صلاحية الجلبة
+
+1426
+01:57:09,290 --> 01:57:13,710
+تخلص طبعا لطبقة بيعته أو لطب الصينية بيعته ست
+
+1427
+01:57:13,710 --> 01:57:19,030
+الشهودة العلاج بعدين مفسد احنا عارفين، كاشفين،
+
+1428
+01:57:19,030 --> 01:57:22,810
+بيقول المدير انا مارفعك و ماعكوش حاجة طب الناس
+
+1429
+01:57:22,810 --> 01:57:26,410
+هتقول الانها دي مش هتلاقي قبول لأنها خالفت
+
+1430
+01:57:26,410 --> 01:57:30,120
+الأخلاق، وده؟يعني القبول تانما من أخوات بيكونوا
+
+1431
+01:57:30,120 --> 01:57:33,580
+عايشة صحيحة ان شاء الله مش عايشة في ظلمها و في
+
+1432
+01:57:33,580 --> 01:57:39,680
+عددها، فضلوا على فكرة أنا المعرضته كان كله ظاهر
+
+1433
+01:57:39,680 --> 01:57:42,500
+عندي، بس من حين أنا باخده .. بختلف من .. لا أجد
+
+1434
+01:57:42,500 --> 01:57:46,960
+والله، أجد فعليا بختلف من ويندوز لويندوز، فضلوا
+
+1435
+01:57:46,960 --> 01:57:49,760
+تمام، علشان هيك في ظهر هنا مصطلح آخر ما يسمى
+
+1436
+01:57:49,760 --> 01:57:52,280
+بالقائد الرمزي اللي هو ال symbol .. symbolic
+
+1437
+01:57:52,280 --> 01:57:57,970
+leader يعني .. من .. من تقرأ؟هناك مصطلح آخر يتعلق
+
+1438
+01:57:57,970 --> 01:58:01,250
+بالقائد الرمزي اسمه القدار اللي يعني القائد قداري
+
+1439
+01:58:01,250 --> 01:58:06,390
+اللي يكتر من الاستخدام الجيد للرموز في القدارة
+
+1440
+01:58:06,390 --> 01:58:15,190
+بحيث يرسخ ويبني ثقافة دمضانية قوية معززة باستمرار
+
+1441
+01:58:15,190 --> 01:58:18,450
+إن هؤلاء القادة يتكلمون ويمارسون العمل بلغة
+
+1442
+01:58:18,450 --> 01:58:22,390
+المنظمة الرمزية بحيث قصصهم وواقف الأبطال من
+
+1443
+01:58:22,390 --> 01:58:26,300
+المؤسسين وغيرهم من العاملينحاضرة في حالتهم في
+
+1444
+01:58:26,300 --> 01:58:29,560
+توجيهاتهم لاستفادة منها وتوظيفها في توجيه سلوب
+
+1445
+01:58:29,560 --> 01:58:35,600
+الأفراد وتشكيب لغة مجازية رمزية تعزز العمل وتسبل و
+
+1446
+01:58:35,600 --> 01:58:38,900
+تسلل الوراق إحنا طبعا حكينا إن الأفراد بيكتسبوا
+
+1447
+01:58:38,900 --> 01:58:43,680
+ثقافة المنظمة من خلال رموز صحيح تمام؟ في عند مثال
+
+1448
+01:58:43,680 --> 01:58:47,540
+هنا تمام؟ هو قال أنا لأ أسرق أصبح رمز من الرموز
+
+1449
+01:58:47,540 --> 01:58:51,920
+عدم السرقة عندنا كمان مثال آخرعلى مهاتير محمد اللي
+
+1450
+01:58:51,920 --> 01:58:57,920
+هو رئيس وزراء ماليسيا أنقذت دولة وخلاها من أقوى
+
+1451
+01:58:57,920 --> 01:59:01,020
+دولة في العالم الاقتصادي و لما خلص كبير يعني هو
+
+1452
+01:59:01,020 --> 01:59:05,460
+إنسان صار 190 سنة و هو كاتب في الدولة يا ربي ترك
+
+1453
+01:59:05,460 --> 01:59:10,480
+المنصب و راح اللي إيجا بعده ما أخده قدوة راح سركت
+
+1454
+01:59:10,480 --> 01:59:15,800
+فجام الشعب بدوقه فعلا رجع رغم أن هو كان 90 أو
+
+1455
+01:59:15,800 --> 01:59:19,550
+رجعتاههذا المقصود فيها، يعني لو اللي إيجا بعد و
+
+1456
+01:59:19,550 --> 01:59:23,830
+عنده قدرة و أخد قدرة صالحة و أكمل على نفس البنى،
+
+1457
+01:59:23,830 --> 01:59:26,450
+كان ماجانوش تعرف أن أنا تعبان و أنا مش قادرةهذا ما
+
+1458
+01:59:26,450 --> 01:59:30,530
+نقصد فيها أن يكون عندنا في المؤسسة رمز من الرموز
+
+1459
+01:59:30,530 --> 01:59:34,130
+العطاء والصلاة وعاد الشغل عشان ترسيخ ثقافة المنظمة
+
+1460
+01:59:34,130 --> 01:59:39,070
+تفضل هاي مثال على استخدام ثقافة بالرموز ال score
+
+1461
+01:59:39,070 --> 01:59:43,450
+ال أسل هي عبارة عن أول حرف من ال structure اللي هو
+
+1462
+01:59:43,450 --> 01:59:49,370
+هيكل المنظمة مهلوم ومتمسك أوراقه كلمة أخرى هنا مش
+
+1463
+01:59:49,370 --> 01:59:53,860
+كلمة ثانية كلمة أخرى هنا melonفعلت، فعلت، لأ، افهم
+
+1464
+01:59:53,860 --> 01:59:57,120
+هى المعناه المضونة، يعني اننا الآن بنتعلب بالهياكل
+
+1465
+01:59:57,120 --> 02:00:01,120
+المدنى في المؤسسة، تفضلي ال «C» اللى هى من ال
+
+1466
+02:00:01,120 --> 02:00:04,320
+«Change» هل القرارات قبل التغيير اولناها سارى
+
+1467
+02:00:04,320 --> 02:00:07,560
+للوضع الراهن؟ أسيرة أسيرة الوضع الراهن، ال «O»
+
+1468
+02:00:07,560 --> 02:00:09,880
+اللى هى ال outcome ما هي العواد والنتائج اللى
+
+1469
+02:00:09,880 --> 02:00:12,740
+هتحققها المنظمة؟ صحيح، تمام، ال «R» اللى هى risk
+
+1470
+02:00:12,740 --> 02:00:16,960
+-taking اللى هى ماهو المناخ السائد لتقبل المخاطرة
+
+1471
+02:00:16,960 --> 02:00:20,920
+يعني لو قشت على بال واحد، ده فيكوا فكرة، نتطبقها
+
+1472
+02:00:20,920 --> 02:00:24,770
+بالمؤسسةهل ممكن يسمعوها العضوية بين الاعتبار و لا
+
+1473
+02:00:24,770 --> 02:00:27,690
+زمان بغير الشخص اللي احنا بقولناه قبلك اتفضل الـ E
+
+1474
+02:00:27,690 --> 02:00:30,630
+ال empowerment الحين بدأت تمكين و اندماج الموظفين
+
+1475
+02:00:30,630 --> 02:00:35,030
+في المؤسسة زي ما حكيتوا هنا أول ما راحت على ال
+
+1476
+02:00:35,030 --> 02:00:39,510
+bank تشتغل كان خجلا لكن الأن بعد ما يولد خمس سنوات
+
+1477
+02:00:39,510 --> 02:00:44,450
+اندمجت في ال bank واضح أحد أسباب اندماجي أنا كموظف
+
+1478
+02:00:44,450 --> 02:00:50,040
+جيت في المؤسسة قبولي لمبادئهم أو قبولي إيه؟يعني
+
+1479
+02:00:50,040 --> 02:00:52,280
+لما أنا أقول صباح الخير كيف حالك و نروح على شغله،
+
+1480
+02:00:52,280 --> 02:00:57,320
+مافيش فيه حاجة، حاشي، لكن لو لاحظت إشي تاني مخالف
+
+1481
+02:00:57,320 --> 02:01:01,140
+للدينة و مخالف للقناعة دي، أنا ماجدرش أعيش، ماجدرش
+
+1482
+02:01:01,140 --> 02:01:04,600
+أندمش، فبالتالي أنسحب، إذا ممكن لنا الموظفين
+
+1483
+02:01:04,600 --> 02:01:08,420
+بنسيحبه للشغل، مش عشان البطالة، لإن مش شغلها، ممكن
+
+1484
+02:01:08,420 --> 02:01:11,840
+لنا الموظفين بنسيحبه من المؤسسة لأنه التقاطة ما
+
+1485
+02:01:11,840 --> 02:01:15,380
+أنا ثبتتهوش أهو، كتير بالصين، و أجدت كم من ال ..
+
+1486
+02:01:15,380 --> 02:01:19,720
+لأ كتير من الموظفينلأن الطقافة مخالفة له هو مش
+
+1487
+02:01:19,720 --> 02:01:22,280
+ذاكرة فتتسحب زي مثلا، ليش بيحكيلك إن أنت .. إذا
+
+1488
+02:01:22,280 --> 02:01:25,700
+أنت محجبة أو لابسة جيلباب أنا كطبيعي ثقافتي فلن
+
+1489
+02:01:25,700 --> 02:01:30,360
+هذا، لأ، بس يعني .. بديش مثلا تكوني مثلا محجبة أو
+
+1490
+02:01:30,360 --> 02:01:32,080
+مثلا .. هذه .. هذه مش ثقافة، هذه اسمها تدخل في
+
+1491
+02:01:32,080 --> 02:01:34,260
+الحرارة الشخصية ما هو أنا ماعجبت نفسي ثقافة
+
+1492
+02:01:34,260 --> 02:01:37,400
+المنظمة و نفسي، صراحة ماروحتش على شغل لإن انت نبقى
+
+1493
+02:01:37,400 --> 02:01:41,240
+على فقد كانتش شغل في إحدى الأماكن و شايفة في شغلها
+
+1494
+02:01:41,240 --> 02:01:48,090
+إيجي المدير و هي كانت تبسيشها، ماكنتش تحط مكهو مش
+
+1495
+02:01:48,090 --> 02:01:51,510
+معتقد علشان .. يعني احنا بدناش نشوف ألوان على
+
+1496
+02:01:51,510 --> 02:01:56,110
+الصورة، طبعا احنا هذه الكلامة اصطدر مع ثقافة
+
+1497
+02:01:56,110 --> 02:01:59,470
+المجتمع اصلا، تبقى بيشوف ألوان؟ اصطدر، هل استقلت؟
+
+1498
+02:01:59,470 --> 02:02:02,110
+وإيه الاستقلت؟ وهل شغلت الشغل؟ اي حد يسمع القصة
+
+1499
+02:02:02,110 --> 02:02:06,320
+تقوله، وانت مالك اصلا، ألوان مانا ماتبطشفهنا تقفت
+
+1500
+02:02:06,320 --> 02:02:09,800
+.. تقفت هي سقدمت مع الكلام اللى سمعته فاطول ان سهل
+
+1501
+02:02:09,800 --> 02:02:12,480
+ف .. فما اندمجت وماعيش حاجة لحط الواهم ولا لحط
+
+1502
+02:02:12,480 --> 02:02:14,460
+بوهر ولا لحط الواحم ولا لحط الواحم ولا لحط الواحم
+
+1503
+02:02:14,460 --> 02:02:14,460
+ولا لحط الواحم ولا لحط الواحم ولا لحط الواحم ولا
+
+1504
+02:02:14,460 --> 02:02:14,540
+لحط الواحم ولا لحط الواحم ولا لحط الواحم ولا لحط
+
+1505
+02:02:14,540 --> 02:02:15,400
+الواحم ولا لحط الواحم ولا لحط الواحم ولا لحط
+
+1506
+02:02:15,400 --> 02:02:17,960
+الواحم ولا لحط الواحم ولا لحط الواحم ولا لحط
+
+1507
+02:02:17,960 --> 02:02:21,660
+الواحم ولا لحط الواحم ولا لحط الواحم ولا لحط
+
+1508
+02:02:21,660 --> 02:02:24,600
+الواحم ولا لحط الواحم ولا لحط الواحم ولا لحط
+
+1509
+02:02:24,600 --> 02:02:28,980
+الواحم ولا
+
+1510
+02:02:28,980 --> 02:02:30,500
+لحط الوا
+
+1511
+02:02:34,440 --> 02:02:41,040
+أي سؤال يا هناء؟ احنا ضبحناها شوية شكرا
+
+1512
+02:02:41,040 --> 02:02:46,800
+يا هناء على العرض الشيقة لهذا المحاضر الآن هنسمع
+
+1513
+02:02:46,800 --> 02:02:50,020
+الـ peer evaluation اللي هو تقييمكم أنتم إليها
+
+1514
+02:02:50,020 --> 02:02:52,800
+أستناكوا على آخر الليلة؟ هي أجعلك تستنعناها عشان
+
+1515
+02:02:52,800 --> 02:02:57,680
+نشوف مين تحطه فرصة وقانة سوداء، فضلوا أنا؟ لا جبال
+
+1516
+02:02:57,680 --> 02:03:04,470
+عشانك على يمين، تقولش على يمينأنا بالنسبة ليه؟
+
+1517
+02:03:04,470 --> 02:03:09,350
+يعني ما شاء الله عليها لأن أحنا كنا .. ماعنا خبرة
+
+1518
+02:03:09,350 --> 02:03:13,590
+كافية بعربي بالدناني و مش مدرسين و معظم ماعظمنا
+
+1519
+02:03:13,590 --> 02:03:18,230
+يعني فبنقفتها قدام مجموعة كتير بقدرها و كتير
+
+1520
+02:03:18,230 --> 02:03:25,230
+بحسبها سعطيها لكن بدها شوية درقة يعني تتحرك
+
+1521
+02:03:25,230 --> 02:03:30,120
+بالمكان و تقرب منه أكتر حيث ما يحصل بالدنانيممكن
+
+1522
+02:03:30,120 --> 02:03:34,080
+أن يكون فجوة .. فجوة بالاتصال بيننا وبينها في gap،
+
+1523
+02:03:34,080 --> 02:03:37,160
+okay شكرا لك، اتفضلي، صحيح؟ اللي هي .. والله
+
+1524
+02:03:37,160 --> 02:03:40,600
+عليها، يعني كانوا أثناء كتير كويسي، محاطرة كويسة،
+
+1525
+02:03:40,600 --> 02:03:45,860
+بيشتغلون .. هيخبوكوا اليوم المكان، هستنعهم، فيش
+
+1526
+02:03:45,860 --> 02:03:46,500
+ملاحظات؟
+
+1527
+02:03:52,440 --> 02:03:55,660
+لأ ما شاء الله عليها هناك، أنا لسه ما عرضتش ولا
+
+1528
+02:03:55,660 --> 02:03:59,560
+حنا أستنى يعني يعني بالاخر خايفة مني، يعني خايفة
+
+1529
+02:03:59,560 --> 02:04:04,600
+مني بسمي تخطيط وقاع يعني، احفظني عشان تقولي نفسي،
+
+1530
+02:04:04,600 --> 02:04:09,750
+لأ لأ انتي من هلأ ناجحة، اتفضليأنت خايفة منها في
+
+1531
+02:04:09,750 --> 02:04:12,730
+المستقبل؟ أنا خايفة عن مستقبلك، تفضلي طلب وصدقنا
+
+1532
+02:04:12,730 --> 02:04:15,470
+اللي بعرفنا يبقى .. يعني تنام لوضع احنا في مصر،
+
+1533
+02:04:15,470 --> 02:04:18,390
+تبقى تبقى الفنافع؟ الله يعفوكي، تفهمتي عن عملنا؟
+
+1534
+02:04:18,390 --> 02:04:23,730
+كداش ناس بتفهمك من شدحها؟ ماعرف انك فاهم، ماجداش
+
+1535
+02:04:23,730 --> 02:04:28,930
+النسبةأنا مش هقيم يعني لأني لازم أكون .. بلاش
+
+1536
+02:04:28,930 --> 02:04:32,490
+تعطيها رقم تخبيقلك؟ ماشي تفضلي فهي مش اللي عنها
+
+1537
+02:04:32,490 --> 02:04:34,710
+يعني محظرة يعني يعني ممكن تخيلها ال presentation
+
+1538
+02:04:34,710 --> 02:04:38,170
+في العرض باسية تخيلي بنقوله زي اه اه تمام اه اه
+
+1539
+02:04:38,170 --> 02:04:40,010
+يعني presentation في مقاطع العروض اللي كان في آيات
+
+1540
+02:04:40,010 --> 02:04:43,670
+الحلقة يعني تلت التواصل معاها ممتاز في عند لغة
+
+1541
+02:04:43,670 --> 02:04:46,950
+جسمك اه فحتى لو مثلا المجتمع شوية هادي ولكن تلت
+
+1542
+02:04:46,950 --> 02:04:49,730
+مجتمع social adjustment مباحنة ومباحنة ان القدر
+
+1543
+02:04:49,730 --> 02:04:53,380
+اللي فيه ينفذنا إلى حد اخرOkay فضلوا كانوا عادة
+
+1544
+02:04:53,380 --> 02:04:59,140
+حلو و حتى استخدام الألوان كويسة ممتازة بس الشغل
+
+1545
+02:04:59,140 --> 02:05:01,580
+اللي بس الوحيدة ان هي كانت تحكي أمثلة بس المبادئ
+
+1546
+02:05:01,580 --> 02:05:05,780
+ماقالتين فينا فلو بيه على طول يعني حكت النقطة مع
+
+1547
+02:05:05,780 --> 02:05:08,400
+مثالها كان الكلب هناك عفوكي أني لسه ماعرضتش
+
+1548
+02:05:16,910 --> 02:05:20,390
+ماشي اقل لا لا عادي عادي لا يعني الطالب الحقيقي
+
+1549
+02:05:20,390 --> 02:05:23,270
+ماشي عادي لا يعني هي ماخدة دولة المدرس ولا يعني هي
+
+1550
+02:05:23,270 --> 02:05:26,190
+بتعرض ان انا دولي مش موجودة انا بداع عن كلامها اه
+
+1551
+02:05:26,190 --> 02:05:29,030
+انا عارفة انا احنا حكت بس ان لو على طول حكتهم على
+
+1552
+02:05:29,030 --> 02:05:31,990
+سبيل المثال الواحد مايتشتتش انت كنت متشتتة معانا؟
+
+1553
+02:05:31,990 --> 02:05:34,850
+كل شوية نطلع عليكم لأ بس عشان تحكي النقطة و بعدين
+
+1554
+02:05:34,850 --> 02:05:39,340
+المثال فشوي الواحد يتشتت ماشي عاديلأ العد حلو كانت
+
+1555
+02:05:39,340 --> 02:05:44,440
+يسلم اتفضلي بصراحة انا اول محاضرة في ماجستير و انا
+
+1556
+02:05:44,440 --> 02:05:48,700
+هستقيض يالا ثقافتكوا مش مناسبة هم ينسوا الجرأ يمكن
+
+1557
+02:05:48,700 --> 02:05:51,480
+عشان هو المره يتعمل او مش متعاملة طالما انها شغلها
+
+1558
+02:05:51,480 --> 02:05:54,940
+بس تعمل معاه او لا مش متعاملة تتكمل معاه او لا
+
+1559
+02:05:54,940 --> 02:05:59,760
+حاولوا يا أخوات لما اتقيم .. اتقيم العد ما ندخلش
+
+1560
+02:05:59,760 --> 02:06:03,100
+في طبيعة الشخصية الاشي هدف شخصيتها فاحنا مش هنبقى
+
+1561
+02:06:03,100 --> 02:06:05,820
+.. احنا هنبقى نسكت اه اه شكرا لك اتفضلي
+
+1562
+02:06:19,910 --> 02:06:23,350
+ممكن تقعدى قدامى
+
+1563
+02:06:32,720 --> 02:06:36,000
+المشكلة هي أني ماعناش علاقة هناك شكرا هي لك تفضل
+
+1564
+02:06:36,000 --> 02:06:42,480
+هي هذه حطتك فرصة أنا اللي حطبتك لا لا إذا أنتي خلص
+
+1565
+02:06:42,480 --> 02:06:46,420
+معاها أنا صارت الساعة تلاتة تفضلت ليا ما شاء الله
+
+1566
+02:06:46,420 --> 02:06:49,100
+طريقة تحديها لمعروفات كانت شاية قاوة و عارضة
+
+1567
+02:06:49,100 --> 02:06:52,280
+لمعروفات كتير كده يعني على واحدة أنا ماقفتش قدام
+
+1568
+02:06:52,280 --> 02:06:56,300
+جمهور كتير في إبرا أعملها اليوم مش عارفة هي ممكن
+
+1569
+02:06:56,300 --> 02:07:01,870
+ما استخدمتش الصبورة مرحبة ما استخدمتش الصبورةاللي
+
+1570
+02:07:01,870 --> 02:07:05,790
+هي استخدمتها، بس الجلم اللي استخدمته مكتشبش،
+
+1571
+02:07:05,790 --> 02:07:10,510
+ماعرفش يبقى وجبها، عشان، لأ إذا إنت عايزة منطلقة
+
+1572
+02:07:10,510 --> 02:07:14,790
+حاجات، ماشي وكتير، okay بس هي كانت أحلى المعلومة،
+
+1573
+02:07:14,790 --> 02:07:16,810
+بالعكس أنا كتير جذبت دلوقت، ان أنا مابنقلت على
+
+1574
+02:07:16,810 --> 02:07:18,510
+المعلومات اللي كتير، okay، قصد زميلتك أن الصبودة
+
+1575
+02:07:18,510 --> 02:07:22,090
+ما استخدمتهاش بالشكل الكافي، أه ممكن، ما إنت بشوف
+
+1576
+02:07:22,090 --> 02:07:24,970
+أن أنا ماشي بطلع أصومات وحاجات، مانعش، صوّش نهار
+
+1577
+02:07:24,970 --> 02:07:27,330
+دي ممكن نطلعها كده، بس الـgraphism اللي إنت مخطأت،
+
+1578
+02:07:27,330 --> 02:07:27,870
+أيوة، ما ان
+
+1579
+02:07:30,840 --> 02:07:35,360
+ضلي خدش زي ما أنتي عايزة اليوم بس شكل يعني bravo
+
+1580
+02:07:35,360 --> 02:07:38,220
+عليك انك فخدتنيش لأ أزهق ولا أمل ولا أعزف لما انتي
+
+1581
+02:07:38,220 --> 02:07:42,280
+عملتش ممتاز شكرا لك قبل ما كنا خايفيني كدبدة بتاعي
+
+1582
+02:07:42,280 --> 02:07:48,400
+تفضلي يعني تقريبا معظم اللي بحكي إيجابيات كانت
+
+1583
+02:07:48,400 --> 02:07:52,770
+فعلا مخدرة كويسفيه تنبوح، حاولت الشركة تسأل و .. و
+
+1584
+02:07:52,770 --> 02:07:56,190
+تخبر .. خلينا نقرأ و .. و كان في جذب لل ..
+
+1585
+02:07:56,190 --> 02:07:59,590
+المحاضرة و ل .. و أنا كنت قريبا جذبت أكتر لما قدرت
+
+1586
+02:07:59,590 --> 02:08:02,850
+تحكي عن تجارب الشخصية و كنت مطبقة بالواقع فأحنا
+
+1587
+02:08:02,850 --> 02:08:06,610
+عملناها case .. طبقنا عليها ال case .. الموضوع
+
+1588
+02:08:06,610 --> 02:08:12,480
+هتتطبق عليها .. فكان يعني ..أنا أصلا .. انا أصلا
+
+1589
+02:08:12,480 --> 02:08:16,820
+لما كنت أحضر .. عشان .. عشان لما كنت أفهم
+
+1590
+02:08:16,820 --> 02:08:20,380
+الإصطلاحات كنت أربطها في طبيعة شغلية، يعني عشان
+
+1591
+02:08:20,380 --> 02:08:22,880
+مثلا أحكي أه إيش فيه أنه مثلا ثقافة، إيش فيه أنه
+
+1592
+02:08:22,880 --> 02:08:27,000
+مثلا قوانين إيش موجودة فعليا يعني أربطها في
+
+1593
+02:08:27,000 --> 02:08:29,120
+المصطلحات اللي في المحاضرة عشان تسهل علي فهم
+
+1594
+02:08:29,120 --> 02:08:33,190
+المحاضرة، يعني أول مرة أني أطلع عليهاو أني أسمع في
+
+1595
+02:08:33,190 --> 02:08:37,150
+.. مثلا كثقافة المظلة بشكل عام فستقربطها بالطبيعة
+
+1596
+02:08:37,150 --> 02:08:40,270
+العمل نفسها ان شاء الله طبعا بعد تقييم جميع
+
+1597
+02:08:40,270 --> 02:08:45,250
+الطالبات دول يعني كل مرة أستنىهم أول شيء بالنسبة
+
+1598
+02:08:45,250 --> 02:08:49,750
+لحضور الشخصية حاضرة لغة الشخصية احنا مانعش ملاقف
+
+1599
+02:08:49,750 --> 02:08:55,530
+الصفات الشخصية استخدام لغة الجسد بشكل جيد تفاهة
+
+1600
+02:08:55,530 --> 02:09:00,510
+عندك مشكلة في الصوت يعني بطبيعة هيك .. مش مشاكش في
+
+1601
+02:09:00,510 --> 02:09:06,780
+البيتلأ لأ عن جد، ماشي، اللي صوته منخفض زي هيك،
+
+1602
+02:09:06,780 --> 02:09:12,320
+ممكن نجيبله mic ولا حاجة، مش مستواصف بالناطبعا
+
+1603
+02:09:12,320 --> 02:09:14,540
+الصوت واضح، مخالش الحروف واضحة ما شاء الله كلها
+
+1604
+02:09:14,540 --> 02:09:20,080
+نيحة الجماعة جسم و جسمين، في منهم متفاعل و مركز و
+
+1605
+02:09:20,080 --> 02:09:23,060
+في منهم .. و في منهم نام، ماعرفش ليش أنا يعني، رغم
+
+1606
+02:09:23,060 --> 02:09:27,160
+أن المحاضرة بتنامش يعني، ماشي، شكرا أنقلك يا ناق،
+
+1607
+02:09:27,160 --> 02:09:30,300
+شكرا لأنك قدمت العرض الشيخ هذا اليوم، بناء على
+
+1608
+02:09:30,300 --> 02:09:33,040
+تقييم زميلات، التقييم الأقران، هتاخد فيه اتنين من
+
+1609
+02:09:33,040 --> 02:09:38,400
+اتنين شخص طبعا ال
+
+1610
+02:09:38,400 --> 02:09:40,640
+total عشان هذا السؤال باشي حسدك ولا حاش، ابعتلكي
+
+1611
+02:09:40,640 --> 02:09:45,710
+هي على ال messengerاليوم؟ لأ بكرا يعني مش اليوم لأ
+
+1612
+02:09:45,710 --> 02:09:52,390
+عيطة شوية لأ حسب وقتي يعني ببعد لكيها بكرا مطبوعة
+
+1613
+02:09:52,390 --> 02:09:56,210
+جاهزة على ال messenger بتناقش فيه أهلا وسهلا عجبك
+
+1614
+02:09:56,210 --> 02:09:59,110
+برضه أهلا وسهلا يعني حقه الطالب يناقش في التقية
+
+1615
+02:09:59,110 --> 02:10:03,750
+لكن اليوم صعب شوية ده براحتي مش مشكلة خلاص براحتي
+
+1616
+02:10:03,750 --> 02:10:10,710
+السنة الجاية شكرا يانا مش مشكلة طبعا هذا ال flash
+
+1617
+02:10:10,710 --> 02:10:15,310
+إليفي اي سؤال او استفسار في المحاضرة اليوم؟ في
+
+1618
+02:10:15,310 --> 02:10:20,390
+طالب حابب تبدأ موضوع جديد بس أنا مش حابب انتجل
+
+1619
+02:10:20,390 --> 02:10:26,650
+عليكم احنا
+
+1620
+02:10:26,650 --> 02:10:33,490
+لدينا محاضرة طالب اشتغل بصدق ونخلص بدء في
+
+1621
+02:10:33,490 --> 02:10:37,850
+حاجة طارية او مفاجئة او ..
+
+1622
+02:10:41,030 --> 02:10:47,110
+انتخابات من ورا؟ انا انتخابات ايش هذه؟ ماشي ماشي
+
+1623
+02:10:47,110 --> 02:10:53,970
+ماشي ممكن تشرح لسبوع اللي بعده عادى احنا
+
+1624
+02:10:53,970 --> 02:11:01,650
+مابناش أصير تجارب في الانتخابات بقى ماشي
+
+1625
+02:11:01,650 --> 02:11:09,970
+هي تشرح اليومماشي يا عزيزي احنا ممكن نقشدك مش
+
+1626
+02:11:09,970 --> 02:11:12,850
+للسبوع اللي جاي، اللي بعدكم، مافيش مشكلة، لأن
+
+1627
+02:11:12,850 --> 02:11:17,370
+المواضيع هذه عادة مايكونش لعلاقة بعضها، تفضلي احنا
+
+1628
+02:11:17,370 --> 02:11:23,110
+بدنا راحتك، لكن نبدأ الآن موضوع جديد، حرام صراحة،
+
+1629
+02:11:23,110 --> 02:11:30,410
+احنا مضمعش و احنا بنحكي اه، للطواعة، ماشي الطبيعي
+
+1630
+02:11:30,410 --> 02:11:34,410
+نكونوا حاضر، يكون عندنا اتنين، يبقى عندنا اسلام،
+
+1631
+02:11:34,410 --> 02:11:42,150
+اسلام؟الإسلام هتكون مستعدة ممكن نبدأ في العالم إذا
+
+1632
+02:11:42,150 --> 02:11:44,790
+إجيتي أهلا وسهلا خلّيكي في الانتخابات إحنا برضه
+
+1633
+02:11:44,790 --> 02:11:47,570
+بنخاف على مصداقية الانتخابات رغم أنه مش عارفين إيش
+
+1634
+02:11:47,570 --> 02:11:54,970
+هي القصة بس يلّا في نصرين طلعت استعدي للمحاضرة
+
+1635
+02:11:54,970 --> 02:11:58,870
+القادمة استعدي ممكن أه ممكن لأ واضح يعني لو هي ما
+
+1636
+02:11:58,870 --> 02:12:03,150
+إجت منك أي سؤال أو استفسار في المحاضرة اليوم؟
+
+1637
+02:12:04,920 --> 02:12:08,340
+نعطيكي يا أنتي ولا هم؟ ماشي، أي سؤال يعطيكوا له
+
+1638
+02:12:08,340 --> 02:12:08,660
+عافية
+
diff --git a/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/xpqNjXUQivg_postprocess.srt b/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/xpqNjXUQivg_postprocess.srt
new file mode 100644
index 0000000000000000000000000000000000000000..9b1e92c2ff66224598a135f02d3a7cfde75d554f
--- /dev/null
+++ b/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/xpqNjXUQivg_postprocess.srt
@@ -0,0 +1,4644 @@
+1
+00:00:05,550 --> 00:00:08,070
+أعوذ بالله السميع العلي من الشيطان الرجيم بسم الله
+
+2
+00:00:08,070 --> 00:00:11,110
+الرحمن الرحيم الحمد لله و الصلاة والسلام على
+
+3
+00:00:11,110 --> 00:00:15,150
+المصطفى الأمين سيدنا محمد وعلى آله ومن ساره وعلى
+
+4
+00:00:15,150 --> 00:00:17,630
+دربيه بإحسان يوم الدين في بداية السلام عليكم ورحمة
+
+5
+00:00:17,630 --> 00:00:21,670
+الله كيف حالكم؟ كل عام انتوا بخير، بالمناسبة بدأ
+
+6
+00:00:21,670 --> 00:00:24,820
+الفاصلة الدراسة الجديدةوأهلا وسهلا فيكم معانا
+
+7
+00:00:24,820 --> 00:00:29,320
+ببرنامج ماجستير إدارة الأعمال في الجامعة الإسلامية
+
+8
+00:00:29,320 --> 00:00:33,480
+بغزة هنكون مع بعض اليوم ان شاء الله في مساق مبادئ
+
+9
+00:00:33,480 --> 00:00:37,800
+إدارة الأعمال اللي هو مادة استدراكية لخرجين غير
+
+10
+00:00:37,800 --> 00:00:42,020
+الكليات التجارية زي ما انت شايفه هذه أمامك الخطة
+
+11
+00:00:42,830 --> 00:00:44,670
+خطوط المادة اللي هنمشي عليها ان شاء الله خلال
+
+12
+00:00:44,670 --> 00:00:47,890
+الأربع أشهر القادمة طبعا أنا ماوزعتها عليكم لأني
+
+13
+00:00:47,890 --> 00:00:51,830
+جايباها ع شكل مسودة بنناقشها مع بعض إذا في أي
+
+14
+00:00:51,830 --> 00:00:54,970
+اعتراض بناخده بالاعتبار مافيش اعتراض بنجيبها
+
+15
+00:00:54,970 --> 00:00:58,210
+المحاضرة الجاية بشكل نهائي زي ما انت عارفة اسم
+
+16
+00:00:58,210 --> 00:01:03,850
+المادة مبادئ إدارة الأعمال تلات ساعات أنا اسم
+
+17
+00:01:03,850 --> 00:01:07,070
+الدكتورة خودي الفليت حاصلة ع درجة الدكتوراه في
+
+18
+00:01:07,070 --> 00:01:11,980
+فلسفة إدارة الأعمال تخصص أنظمة المعلوماتهي وسائل
+
+19
+00:01:11,980 --> 00:01:16,940
+الاتصال المتاحة أمامكم المكتب تبعي أنا إما في
+
+20
+00:01:16,940 --> 00:01:21,800
+الحدان 511 أو بابنا الإدارة 309 أنتم من الجامعة
+
+21
+00:01:21,800 --> 00:01:26,820
+ولا من الجامعة التانية؟ ماشي، هاي رقم من التليفون
+
+22
+00:01:26,820 --> 00:01:32,120
+تبع الجامعة، هاد رقم جوالي ممكن نعمل مجموع على
+
+23
+00:01:32,120 --> 00:01:35,340
+الواتس إلكوا لحتى نصير نتواصل إن شاء الله هاي
+
+24
+00:01:35,340 --> 00:01:38,870
+البرنامج الإلكتروني، هاي حسابي على ال Faceوهي
+
+25
+00:01:38,870 --> 00:01:42,910
+الصفحة الشخصية، لو عايزة تشوف الـ Presentation تبع
+
+26
+00:01:42,910 --> 00:01:45,630
+المادة، ممكن تلاقيه هناك طبعا، هاي الـ Model، احنا
+
+27
+00:01:45,630 --> 00:01:49,310
+هنستخدم مع بعض الـ Model اللي هو كيف نعمل امتحانات
+
+28
+00:01:49,310 --> 00:01:54,330
+على الجهاز وشغلات هذه، هاي الـ Watts اللي هنعملها
+
+29
+00:01:54,330 --> 00:01:59,390
+إن شاء الله، هاي ساعات وجودي في المكتب ومحاضراتنا
+
+30
+00:01:59,390 --> 00:02:04,910
+إن شاء الله هتكون سبت فقط، من الساعة 12 إلى الساعة
+
+31
+00:02:04,910 --> 00:02:12,370
+3، من 12 إلى 3هنا الكتاب عندنا كتابين إلكترونيات
+
+32
+00:02:12,370 --> 00:02:16,190
+موجودين على الصفحة الشخصية هاي الرابط تبعهم إذا
+
+33
+00:02:16,190 --> 00:02:19,470
+الكتب عندنا إلكترونية ممكن تحمليها PDF وخلاص يعني
+
+34
+00:02:19,470 --> 00:02:23,250
+من غير ما تطبعيها ورقي اللي برايحك عندنا إيش عندنا
+
+35
+00:02:23,250 --> 00:02:27,330
+كتابين هنا عندنا مراجع مساعدة مواقع انترنت بتحكي
+
+36
+00:02:27,330 --> 00:02:32,390
+عن نفس المجال المادة
+
+37
+00:02:32,390 --> 00:02:35,630
+هذه احنا هناخد فيها شغلتين هناخد فيها شو هي
+
+38
+00:02:35,630 --> 00:02:44,410
+الإدارةوظائفها الأربعة ووظائف المؤسسات اللي هي زي
+
+39
+00:02:44,410 --> 00:02:46,790
+ما هو كتبلنا التخليط والتنظيم والقيادة والاقتصاد
+
+40
+00:02:46,790 --> 00:02:48,850
+والرقابة والتسييق والمالية والمراد البشرية
+
+41
+00:02:48,850 --> 00:02:52,170
+والانتاج، طبعا احنا هناخد نظرة شاملة عن علم إيش،
+
+42
+00:02:52,170 --> 00:02:55,750
+علم الإدارة لما نخلص ان شاء الله من المادة، هنكون
+
+43
+00:02:55,750 --> 00:02:59,760
+تعرفنا على شو يعني إدارة، كوّرنا فكرة عنهاالإدارة
+
+44
+00:02:59,760 --> 00:03:02,780
+بين المادة والحاضر هندرس مع بعض وظائف الإدارة
+
+45
+00:03:02,780 --> 00:03:06,160
+ووظائف المشروع كمان هنتعلم مع بعض كيف ممكن نكتسب
+
+46
+00:03:06,160 --> 00:03:10,300
+مهارات إدارية حيكون عندنا cases study كيف بدنا
+
+47
+00:03:10,300 --> 00:03:16,840
+أنحلهم مع بعض هذا توزيع خطط المادة على الأربع تاشر
+
+48
+00:03:16,840 --> 00:03:21,820
+أسبوع احنا عندنا ستاشر نستثني منهم أسبوعين
+
+49
+00:03:21,820 --> 00:03:25,900
+للامتحانات بضل جداش أربع تاشرهي المادة موزعة
+
+50
+00:03:25,900 --> 00:03:29,920
+بالشكل هذا، هنبدأ اليوم في مفاهيم الإدارة والأعمال
+
+51
+00:03:29,920 --> 00:03:31,460
+في عالم اليوم
+
+52
+00:03:33,690 --> 00:03:37,810
+لما نخلص ان شاء الله مخرجات المادة هتكون بتعرفي شو
+
+53
+00:03:37,810 --> 00:03:41,830
+معنى إدارة لحتى تتأهل للدراسة للماجستير هيكون عندك
+
+54
+00:03:41,830 --> 00:03:44,250
+مهارات التفكير والتحليل والقدرة على حال المشاكل
+
+55
+00:03:44,250 --> 00:03:47,450
+لأن الإدارة بتعتمد على كده هيكون عندك مهارات شخصية
+
+56
+00:03:47,450 --> 00:03:50,430
+اللي هي التواصل اللي عمل بروح الفريق هيكون عندك
+
+57
+00:03:50,430 --> 00:03:54,370
+مهارات التحليل والإيش والاتصال اللي هي قاعد
+
+58
+00:03:54,370 --> 00:03:58,450
+الأساسية لعلم الإدارة في عندنا استراتيجيات زي ما
+
+59
+00:03:58,450 --> 00:04:01,800
+انتوا عارفين للتدريس هنعتمدها ان شاء اللهإن
+
+60
+00:04:01,800 --> 00:04:06,190
+المحاضرة المشاركة طبعا لازم تشاركوا في المحاضرةعنا
+
+61
+00:04:06,190 --> 00:04:09,350
+كمان الصف المقلوب اللي هو نحضره في البيت و نيجي
+
+62
+00:04:09,350 --> 00:04:13,950
+نشرحه عنا كمان العصف الدهني نطرح سؤال و نفكر فيه
+
+63
+00:04:13,950 --> 00:04:18,990
+عنا المحاكاة مجموعات مصغرة و فاكر زاوى الشارك و
+
+64
+00:04:18,990 --> 00:04:23,210
+هكذا كلهم هناخدهم ان شاء الله أثناء الفصل اللي هان
+
+65
+00:04:23,210 --> 00:04:26,270
+الطالبة عشان تنجح في المدى و تجدازها ان شاء الله
+
+66
+00:04:26,270 --> 00:04:30,050
+لازم تحضر المحاضرة و تشارك في عنا quizات لحتى
+
+67
+00:04:30,050 --> 00:04:35,150
+الذاكره طبعا مطلوب منكوا presentationإذا ضال العدد
+
+68
+00:04:35,150 --> 00:04:39,590
+قليل هشيل أنا برضه معاكم في المادة أشرح أنا يعني
+
+69
+00:04:39,590 --> 00:04:42,510
+طبعا في ال presentation يا أخوات أنت بتعرضي ال
+
+70
+00:04:42,510 --> 00:04:45,970
+chapter تبعك و أنا برجع بشرح تاني إن شاء الله في
+
+71
+00:04:45,970 --> 00:04:49,130
+عنا ممكن نجيب مقالات تلخصيها تشوف إيش استفدتي منها
+
+72
+00:04:49,130 --> 00:04:52,550
+case study زي ما حكينا و بعدين عنا .. خد بالك عنا
+
+73
+00:04:52,550 --> 00:04:58,110
+امتحانين نصفي و امتحان نهائي لأن عنا مدوان و مدوا
+
+74
+00:04:58,110 --> 00:05:04,290
+عشان مصلحتكم كيف هنقيمكم؟طبعاً عن طريق الامتحانات
+
+75
+00:05:04,290 --> 00:05:09,090
+الكوزات الحضور التقييم بالأقران اللي هو الـ peer
+
+76
+00:05:09,090 --> 00:05:11,890
+معناه أنتوا تقيموا بعض يعني هي عاملة presentation
+
+77
+00:05:11,890 --> 00:05:16,130
+أنتوا إيش رأيكوا؟ ناخده بعلي الاعتبار كمان طبعا
+
+78
+00:05:16,130 --> 00:05:19,370
+الاتزام بتسليم مراعي ده كان فيه أنشطة على إيش؟ على
+
+79
+00:05:19,370 --> 00:05:23,290
+الموديل إيش التكنولوجيا اللي هنستخدمها؟ ال LCD زي
+
+80
+00:05:23,290 --> 00:05:27,650
+ما أنت شايفها؟ هيكون عندنا مقاطع فيديو يلها علاقة؟
+
+81
+00:05:27,650 --> 00:05:31,760
+في عندنا model؟ممكن نزور مواقع إلكترونية لها علاقة
+
+82
+00:05:31,760 --> 00:05:36,840
+بالمادة كمان عندنا امتحانات على الـ Model وممكن
+
+83
+00:05:36,840 --> 00:05:42,380
+نناقش المادة على مجموعة الـ WhatsApp طبعا أهم حاجة
+
+84
+00:05:42,380 --> 00:05:47,640
+بتهمكوا عشان تجهزوا المادة اللي
+
+85
+00:05:47,640 --> 00:05:52,780
+هي توزيع الدرجات أخدت بالك معكوسة ستين أربعين
+
+86
+00:05:52,780 --> 00:05:59,260
+الأربعين هذه نهائيةبالنهاية 41 من 48 ان شاء الله
+
+87
+00:05:59,260 --> 00:06:03,820
+خدوا بأيكم في مدرستيها درجة نجاح من 70 أكيد عارفين
+
+88
+00:06:03,820 --> 00:06:11,320
+أو من 75 واضح الستين كيف موزعينها؟ تلاتين امتحاني
+
+89
+00:06:11,320 --> 00:06:16,360
+نصفي يعني خمستاشر خمستاشر و ال presentation عشرين
+
+90
+00:06:16,360 --> 00:06:23,060
+ماشي و حضوره و مشاركة و حلول و نشاط هي عشرة في أي
+
+91
+00:06:23,060 --> 00:06:28,630
+طالبةمنزعجة أو حاسة أنه فيه ظلم في توزيع الدرجات
+
+92
+00:06:28,630 --> 00:06:34,230
+فيها طيبة تقول لا بتناجح أنا معقلة ده بدي خمسين،
+
+93
+00:06:34,230 --> 00:06:39,210
+خمسين؟
+
+94
+00:06:39,210 --> 00:06:42,630
+هي
+
+95
+00:06:42,630 --> 00:06:46,990
+لازم تتظبط في كل حاجة بصراحة ماتحطش في بالها أنا
+
+96
+00:06:46,990 --> 00:06:49,610
+ماتتظبطش يعني ماتحط في بالها أنا ماتتظبط يعني لأن
+
+97
+00:06:49,610 --> 00:06:53,950
+هذه مادة مفاهيم عامة يعني الأخت اللي هنا تفضلي
+
+98
+00:06:55,520 --> 00:06:59,840
+تشعرون بالعدالة؟ الأستاذة؟ عدالة إن شاء الله طب في
+
+99
+00:06:59,840 --> 00:07:02,220
+أي ملاحظة على الخطة اللي أنا عرضتها على أساس لو
+
+100
+00:07:02,220 --> 00:07:06,600
+بدنا نغير، نغير قبل أن أصورها بشكل نهائي لكم؟
+
+101
+00:07:06,600 --> 00:07:10,600
+بتنهي المواضيع، إيش حابين تدرسوا مثلا؟ أو إيش رجع
+
+102
+00:07:10,600 --> 00:07:15,620
+بالكم؟هي عندنا الـ Ethics الأخلاقيات، عندنا الـ
+
+103
+00:07:15,620 --> 00:07:19,820
+Culture، عندنا العولمة، عندنا الرياضة، تخطيط
+
+104
+00:07:19,820 --> 00:07:23,020
+الاستراتيجية، رقابة، تخيل القرارات، بصراحة مش
+
+105
+00:07:23,020 --> 00:07:28,060
+هنخلينه. في أي موضوع جاي على بالكم، ممكن نضيفه إن
+
+106
+00:07:28,060 --> 00:07:28,340
+شاء الله.
+
+107
+00:07:31,320 --> 00:07:35,540
+في أي موضوع؟
+
+108
+00:07:35,540 --> 00:07:39,720
+ما
+
+109
+00:07:39,720 --> 00:07:43,520
+هو الـ Customs؟ما هي في كل chapter ما تخافيش
+
+110
+00:07:43,520 --> 00:07:46,300
+الحالات العملية في كل chapter موجودة لأنها بتساعدك
+
+111
+00:07:46,300 --> 00:07:50,560
+على تحليل المشاكل و حالها إن شاء الله طب أنا
+
+112
+00:07:50,560 --> 00:07:52,720
+عرفتكوا بنفسي حكيت أنا الدكتورة خوذ الفريق
+
+113
+00:07:52,720 --> 00:07:54,900
+الدكتورات في دراسة العمل طب ممكن تعرف عليكم من
+
+114
+00:07:54,900 --> 00:07:58,920
+اليمين الطالب
+
+115
+00:07:58,920 --> 00:08:03,880
+قالأ ترفع صوتها شوية ما
+
+116
+00:08:03,880 --> 00:08:05,660
+شاء الله
+
+117
+00:08:10,170 --> 00:08:14,370
+ممتاز وانت تشتغل مناسقة مشاريع؟ مناسقة مشاريع
+
+118
+00:08:14,370 --> 00:08:17,010
+فوادي والتربيه الإنجليزي فوادي تاني فهو عشان
+
+119
+00:08:17,010 --> 00:08:19,750
+English إحنا متابعينها مصر أجنبية فقمت عملاتنا
+
+120
+00:08:19,750 --> 00:08:23,450
+وشغلنا English واشتغلت أصلا كان إلي تشتغل في العمل
+
+121
+00:08:23,450 --> 00:08:26,290
+الإيداري فبينها تتسابق خبرة لبس أن أنا بقرأ أصلا
+
+122
+00:08:26,290 --> 00:08:28,950
+في الأشياء الإيدارية ممتاز، في إينا إلي محاضات
+
+123
+00:08:28,950 --> 00:08:31,410
+مصورة عن إدارة المشاريع على اليوتيوب، ممكن تستفيدي
+
+124
+00:08:31,410 --> 00:08:36,210
+منها أهلا وسهلا يا ألاء العبسي أهلا وسهلا، اتفضلي
+
+125
+00:08:37,490 --> 00:08:41,750
+هنأ .. اقولكوا اسمكوا بخاص بالهمزة .. ايه هنأ
+
+126
+00:08:41,750 --> 00:08:49,350
+تفضلي .. ماشاء الله .. اه
+
+127
+00:08:49,350 --> 00:08:53,630
+ماشاء الله أهلا و سهلا ليش فكرت تدخلي .. تغيرتي
+
+128
+00:08:53,630 --> 00:08:55,570
+اتجاهك كده؟
+
+129
+00:09:07,160 --> 00:09:16,960
+خد بالك عندما أقول أشي بتحكي إذا كان المهندس ناجح
+
+130
+00:09:16,960 --> 00:09:26,080
+فهو إداري وإذا كان الإداري ناجح فهو بعقلية مهندس
+
+131
+00:09:26,080 --> 00:09:31,450
+شايف الترابط الكبير بينهم؟يعني لو أنتي مهندسة
+
+132
+00:09:31,450 --> 00:09:34,650
+ناجحة هيكون عندك عقلية إدارية و لك صحيح هو أصلا
+
+133
+00:09:34,650 --> 00:09:39,150
+طبيعي شغلي كمان بتطلب ال .. البادر المضغر الإداري
+
+134
+00:09:39,150 --> 00:09:44,110
+ممتازة لإني أنا حاليا بدأت أني أخد طلب أنظم ..
+
+135
+00:09:44,110 --> 00:09:47,890
+أحكي عشان أقدر أني أنجح في المجال أهلا وسهلا يا
+
+136
+00:09:47,890 --> 00:09:53,950
+هناء فضلي سميرة حلس أهلا وسهلا تخصصي برضه تدري
+
+137
+00:09:53,950 --> 00:09:57,870
+انجليزي بس بشتغل في .. انتي جامعة الإسلامية؟ لأ
+
+138
+00:09:57,870 --> 00:10:05,420
+أهلا وسهلاأشتغلت في مدرسة تقديم ماشاء الله ممتازة
+
+139
+00:10:05,420 --> 00:10:09,100
+و أتخصصي بالمشتري في تصميم التكنولوجيا ما شاء الله
+
+140
+00:10:09,100 --> 00:10:14,900
+بشوف التخصيات فوادي و الشغل فوادي طب منيح التنوع
+
+141
+00:10:14,900 --> 00:10:18,660
+كويس اليوم هنبدأ مع أهلا وسهلا فيكم جميعا اليوم
+
+142
+00:10:18,660 --> 00:10:22,820
+هنبدأ مع بعض ان شاء الله في أولى المحاضرات اللي
+
+143
+00:10:22,820 --> 00:10:25,560
+أنكوا عارفين تلت ساعات صعبة شوية هادى تعويضها
+
+144
+00:10:25,560 --> 00:10:30,900
+ماشوفكوش غمضة واحدة في الأسبوعفهنبدأ اليوم في بعض
+
+145
+00:10:30,900 --> 00:10:35,440
+أساسيات إيش أساسيات الإدارة ال slide اللي بشرح منه
+
+146
+00:10:35,440 --> 00:10:39,800
+موجود على صفحتي مبدئيا موجود على صفحتي بشكل مبدئي
+
+147
+00:10:39,800 --> 00:10:48,820
+الشابط
+
+148
+00:10:48,820 --> 00:10:55,460
+الأول مفاهيم الإدارة والأعمال في عالم اليوم واحدة
+
+149
+00:10:55,460 --> 00:11:01,470
+واحدة هنتعرف على شو معناه إدارةمفهومها ووظائفها
+
+150
+00:11:01,470 --> 00:11:05,870
+الإدارة الشخص اللي بيقوم فيها اسمه مدير يعني ترى
+
+151
+00:11:05,870 --> 00:11:08,630
+من هو المدير هل كل شخص قاعد ورا مكتب بيسميه مدير و
+
+152
+00:11:08,630 --> 00:11:11,670
+لا مين بيطلع هذا؟ إيش مسئولياته؟ إيش أنواعه؟
+
+153
+00:11:11,670 --> 00:11:17,010
+أدواره؟ مهاراته؟ منظمات الأعمال؟ خصائص المجتمعات
+
+154
+00:11:17,010 --> 00:11:21,930
+الحديثة اليوم؟ وإيش التحديات المعاصرة في عالم
+
+155
+00:11:21,930 --> 00:11:25,350
+اليوم؟ إذا اليوم أحنا في المحاضرة هنستعرض الأمور
+
+156
+00:11:25,350 --> 00:11:30,530
+الخامسة هذه الإدارة، المديرمنظمات العمل وخصائص
+
+157
+00:11:30,530 --> 00:11:34,390
+المجتمعات الحديثة وتحديات بتواجهنا اليوم في عالم
+
+158
+00:11:34,390 --> 00:11:46,310
+الإدارة نبدأ واحدة واحدة الآن
+
+159
+00:11:46,310 --> 00:11:51,650
+إحنا عندنا في العالم موارد اللي إحنا بنسميها الـ
+
+160
+00:11:51,650 --> 00:11:59,030
+6Ms plus two اللي هي الـ six materialsplus two
+
+161
+00:11:59,030 --> 00:12:02,810
+يعني الاتنين هدلك مش بحرف ال M إيش بتعتقدوا موارد
+
+162
+00:12:02,810 --> 00:12:07,190
+.. يعني الآن إحنا هنسونا وياكم مثلا مشروع إيش لازم
+
+163
+00:12:07,190 --> 00:12:13,590
+يكون عندنا لحتى يصير عندنا مشروع؟
+
+164
+00:12:13,590 --> 00:12:23,170
+أول حاجة المال، ماشي money ممتاز الإنسان إحنا
+
+165
+00:12:23,170 --> 00:12:25,990
+تجاوزا من goal من هو الإنسان human بس إحنا من goal
+
+166
+00:12:25,990 --> 00:12:31,880
+من عشان تيجي بحرف ال Mممتازة مواد خام عكس أنا
+
+167
+00:12:31,880 --> 00:12:41,720
+واحدة واحدة يعني مواد خام material آلات
+
+168
+00:12:41,720 --> 00:12:45,220
+إيش
+
+169
+00:12:45,220 --> 00:12:54,220
+كمان؟ إذا حكينا من money material machine سوق أيوة
+
+170
+00:12:54,220 --> 00:12:55,540
+market
+
+171
+00:12:57,460 --> 00:13:01,580
+أخر حاجة اللي هي الإدارة إذا الإدارة إيش
+
+172
+00:13:01,580 --> 00:13:10,620
+management plus two ال two هدولة مش بال M اللي هم
+
+173
+00:13:10,620 --> 00:13:17,660
+information plus
+
+174
+00:13:17,660 --> 00:13:23,520
+timeإذا المواد اللي راب نخلقها إلنا عشان نستخدمها
+
+175
+00:13:23,520 --> 00:13:28,420
+في مجال الأعمال في مجال المشاريع هم ستة زائد اتنين
+
+176
+00:13:28,420 --> 00:13:32,820
+أول حاجة وهم عنصر الإنسان لأنه لو هدول موجودين
+
+177
+00:13:32,820 --> 00:13:37,500
+ومافيش إنسان ماحش هيستخدمهم، واضح؟ الإنسان ممكن
+
+178
+00:13:37,500 --> 00:13:40,240
+يجيب المال والمواد الخيامة والألات والسوق والإدارة
+
+179
+00:13:40,240 --> 00:13:43,020
+والمعلومات والوقت وشغل مخ ويحقق الأهداف اللي هو
+
+180
+00:13:43,020 --> 00:13:48,000
+إيش عايزها إذا عندنا أول شي عناصر الإنتاجزي ما
+
+181
+00:13:48,000 --> 00:13:51,020
+حكينا الإنسان، الموارد البشري، الفلوس، الموارد
+
+182
+00:13:51,020 --> 00:13:57,020
+الخام، الألات والسوق والإدارة والمعلومات زائد إيش
+
+183
+00:13:57,020 --> 00:14:01,560
+زائد الوقت هذه بنسميها مدخلات زي ما تبقى حكيناها
+
+184
+00:14:01,560 --> 00:14:04,500
+لما نيجي نأسس لأي مشروع بدي يكون عندنا مدخلات اللي
+
+185
+00:14:04,500 --> 00:14:10,840
+هي إيش؟ اللي هي الموارد الـ 6Ms اللاحظ
+
+186
+00:14:10,840 --> 00:14:15,360
+مع بعض في عالمنا عندنا دول، نغير التحديد طبعا،
+
+187
+00:14:15,360 --> 00:14:26,900
+تمتلككل شيء لكن فقيرة عندها بطالة ودول العالم تالت
+
+188
+00:14:26,900 --> 00:14:36,060
+هذا الكلام موجود على دلوقت وعنا دول لا تمتلك حتى
+
+189
+00:14:36,060 --> 00:14:43,080
+لو جزء من المواد الأولى هذه الدول زي اليابان انتوا
+
+190
+00:14:43,080 --> 00:14:47,320
+عارفين ان اليابان منطقة زلازةماشي، هدف حد ذاته خطر
+
+191
+00:14:47,320 --> 00:14:52,020
+واضح؟ واليابان كمان مافيش فيها موارد كتيرة إنها
+
+192
+00:14:52,020 --> 00:14:59,120
+دولة إيش؟ متقدمة صناعيا واقتصاديا وها كده إيش
+
+193
+00:14:59,120 --> 00:15:02,820
+الفرق بين الاتنين؟ أو إيش الحاسم إنه ناس عندها كل
+
+194
+00:15:02,820 --> 00:15:07,120
+حاجة لكن فقيرة عندها بطالة في العالم التالت وناس
+
+195
+00:15:07,120 --> 00:15:11,540
+ماعندهاش حاجة ومن الدول المتقدمة فكرة الإنسان
+
+196
+00:15:11,540 --> 00:15:14,480
+باستخدامها بالموارد يعني إيه؟ التعليم نفسه
+
+197
+00:15:17,120 --> 00:15:21,940
+اللي هو احنا إيش ممكن نستخدم .. نلخصه حصن الإدارة
+
+198
+00:15:21,940 --> 00:15:27,440
+يعني الدول اللي عندها الشغلات هذه كلها و بغزارة مش
+
+199
+00:15:27,440 --> 00:15:30,420
+عارفة تستخدمها فبتلاقي سوء إدارة فانك هي دول
+
+200
+00:15:30,420 --> 00:15:34,440
+متخلفة إذا مش شرط انا .. مش شرط يكون عندي كل حاجة
+
+201
+00:15:34,440 --> 00:15:37,680
+لحتى أصير متقدم ممكن يكون عندي أشياء بسيطة لكن
+
+202
+00:15:37,680 --> 00:15:44,270
+متقدم الدول قلنا زي الياباناستغلت وضعها فأصبحت من
+
+203
+00:15:44,270 --> 00:15:48,230
+الدول المتقدمة عشان ذلك احنا هطلعلنا حاجة اسمها
+
+204
+00:15:48,230 --> 00:15:54,930
+المدرسة اليابانية لكن مافيش حاجة اسمها مدرسة الدول
+
+205
+00:15:54,930 --> 00:15:59,970
+اللامية ماعندهم مش مدرسة ماشي اذا استغلال الموارد
+
+206
+00:15:59,970 --> 00:16:04,830
+وحسن استغلالها ده بنسميه إدارة تبدير الموارد
+
+207
+00:16:04,830 --> 00:16:10,470
+وإسرافها ده اسمه سوق إدارة الان ال 6Ms ده ليه
+
+208
+00:16:10,470 --> 00:16:16,360
+المدخلات؟هنستغلها بشكل جيد عن طريق وظائف الإدارة
+
+209
+00:16:16,360 --> 00:16:22,820
+وظائف الإدارة ممكن تلاقيهم أربعة أو خمسة حسب بس
+
+210
+00:16:22,820 --> 00:16:29,700
+الأساسيات أربعة تخطيط planning تنظيم organization
+
+211
+00:16:29,700 --> 00:16:36,670
+قيادة leadership الرقابة controllingإذا أنا عشان
+
+212
+00:16:36,670 --> 00:16:41,890
+أستغل الموارد هذه لازم أطبق وظائف إيش الإدارة لما
+
+213
+00:16:41,890 --> 00:16:47,110
+نطبق وظائف الإدارة هنوصل لمين؟ لهدف المؤسسة أو
+
+214
+00:16:47,110 --> 00:16:50,910
+الهدف تبعي اللي هو الـobjective إذا إذا أنت كطالبة
+
+215
+00:16:50,910 --> 00:16:55,850
+استغلتي وقتك منيح و استغلتي عقلك كويس ورتبتي أمورك
+
+216
+00:16:55,850 --> 00:17:01,970
+خطبتي ونظمتي و 100% هتوصل للهدف إيش؟ إيه بتاعك؟
+
+217
+00:17:01,970 --> 00:17:04,530
+فإن هنا السؤال بطرح نفسه ما هو الهدف؟
+
+218
+00:17:07,570 --> 00:17:12,370
+ما هو الهدف هذا الترحيلة؟
+
+219
+00:17:12,370 --> 00:17:19,250
+إيش
+
+220
+00:17:19,250 --> 00:17:27,710
+الهدف؟ نعطيكوا دقيقة للتفكير؟
+
+221
+00:17:27,710 --> 00:17:33,570
+ممكن يكون إنجاز معين سواء مادة أو معنى، وإن
+
+222
+00:17:33,570 --> 00:17:37,920
+الإنسان يضع على قطوات معينة عشان يحصليعني في حالة
+
+223
+00:17:37,920 --> 00:17:41,480
+نجاحك في المصاق ان شاء الله هتكون ينجزتي؟ ‏-
+
+224
+00:17:41,480 --> 00:17:45,160
+بالنسبالي هذا ‏- Okay ‏- هي الوصول للنتجة اللي قد
+
+225
+00:17:45,160 --> 00:17:57,040
+تم تخطيطها ‏- ممتاز، ممتاز، لخط سميرة ‏- من أي شيء
+
+226
+00:17:57,040 --> 00:17:59,040
+يعني، خضع خطة و ..
+
+227
+00:18:04,010 --> 00:18:07,230
+ممتاز إذا الأمر اللي نسبق إليه ما هي الهدف أو ما
+
+228
+00:18:07,230 --> 00:18:13,450
+هو الهدف اللي هو ال objective هو النتيجة النهائية
+
+229
+00:18:13,450 --> 00:18:21,030
+التي نسعى أو نسبق إليها عند
+
+230
+00:18:21,030 --> 00:18:30,090
+تحققه يصبح وسيلة هدفنا الآن أنك تنجحي في المساق
+
+231
+00:18:30,090 --> 00:18:37,150
+وبدرجات عاليةمجرد ان انجحتي صار هدفك وسيلة وسيلة
+
+232
+00:18:37,150 --> 00:18:41,430
+استجلي مواد في ال master و هكذا إذا هدف الشركة ربح
+
+233
+00:18:41,430 --> 00:18:48,130
+مجرد أن تربح ستبدأ تفكر في تعظيم الأرباح إذا الهدف
+
+234
+00:18:48,130 --> 00:18:53,850
+النتيجة اللي أنا بتطلع إليها و بحاول أصل إليها إذا
+
+235
+00:18:53,850 --> 00:18:58,670
+مرة تانية الإدارة عندنا مواردكيف هنستخدمها بشكل
+
+236
+00:18:58,670 --> 00:19:03,630
+جيد عن طريق وظائف الإدارة لحتى نوصل لإيش لأهداف
+
+237
+00:19:03,630 --> 00:19:09,010
+المؤسسة لحتى نوصل لأهداف المؤسسة ده مرة تانية ما
+
+238
+00:19:09,010 --> 00:19:12,110
+هي الموارد الـ 6Ms مين سمعناها قبل كده نسميها
+
+239
+00:19:12,110 --> 00:19:16,630
+موارد أو عناصر الإنتاج نفس الشغل مين سمع عن عناصر
+
+240
+00:19:16,630 --> 00:19:21,830
+الإنتاج قبل هيك الأخوة الساحرة تفضلي عناصر الإنتاج
+
+241
+00:19:31,090 --> 00:19:40,270
+الإنسان أول واحد المادة المواد الخامس الـ machine
+
+242
+00:19:40,270 --> 00:19:44,290
+و الإدارة ممتاز في كمان غيرهم اللي هم بس والسوق
+
+243
+00:19:44,290 --> 00:19:51,000
+طبعاممتاز هدولة إيش هدولة عناصر الإنتاج فيه نعد
+
+244
+00:19:51,000 --> 00:19:53,820
+التعريفات للإدارة هنستعرضهم مع بعض وبعدين بناخد
+
+245
+00:19:53,820 --> 00:19:56,900
+واحد بنقول هو هذا اللي بدنايا نشوف مع بعض إيش
+
+246
+00:19:56,900 --> 00:20:02,400
+كاتبلنا تفضلي أخد سامية تقرا إيه لنا هي مجموعة
+
+247
+00:20:02,400 --> 00:20:05,320
+العمليات المرتبطة بالتحقيق مصممين من القيادة
+
+248
+00:20:05,320 --> 00:20:11,880
+ومصابة التي تهدف لتحقيقهذا تعريف عالم فرنسي اسمه
+
+249
+00:20:11,880 --> 00:20:14,860
+«فايول» قال هو التخطيط والتنظيم والتوجيه والرقابة
+
+250
+00:20:14,860 --> 00:20:18,100
+دول الإدارة إذا فايول شايف إن الإدارة هي وظائف
+
+251
+00:20:18,100 --> 00:20:24,740
+الإدارة زي ما تقول حكينا وظائف الإدارة أربعة تخطيط
+
+252
+00:20:24,740 --> 00:20:27,220
+تنظيم توجيه رقابة، لأ وإحنا ماشيين عليهم هنحقق
+
+253
+00:20:27,220 --> 00:20:31,300
+أهداف المؤسسة تعريف آخر هي تحقيق أهداف المنظمة
+
+254
+00:20:31,300 --> 00:20:35,080
+بفعلية ومعينة هذا شجلبها من خلال عمليات التخطيط
+
+255
+00:20:35,080 --> 00:20:39,090
+والتنظيم والقيادة والرقابة لمواردإذا كيف نوصل
+
+256
+00:20:39,090 --> 00:20:42,250
+للأهداف بفعليه وكفاءة عن طريق تخطيط .. عن طريق
+
+257
+00:20:42,250 --> 00:20:48,890
+أيش؟ الوظائف الأربع أو .. أخر واحد قبل الأخير لأ
+
+258
+00:20:48,890 --> 00:20:51,930
+في واحد هناك انت هي فن إنجاز الأعمال الواقف من
+
+259
+00:20:51,930 --> 00:20:56,450
+الآخرين كيف تنجزي مثلا أن انت ست بيت عندك بنات في
+
+260
+00:20:56,450 --> 00:21:00,110
+البيت وأولاد بتوزع أو في المؤسسة بتوزع عليهم الشغل
+
+261
+00:21:00,110 --> 00:21:03,610
+هيك بتتم الانجاز كيف ممكن ننجز الأعمال عن طريق
+
+262
+00:21:03,610 --> 00:21:07,810
+الأخرين؟الإدارة هي عملية التنسيق بين عوامل الإنتاج
+
+263
+00:21:07,810 --> 00:21:11,010
+البشرية وغير البشرية استعمال وظائف التخطيط
+
+264
+00:21:11,010 --> 00:21:14,690
+والتنظيم والقيادة والإشراف والرقابة حتى يمكن
+
+265
+00:21:14,690 --> 00:21:17,330
+التوصل إلى الهدف المطلوب أو الأقصى فعالية وكذلك
+
+266
+00:21:17,330 --> 00:21:20,730
+فإذا كلهم بيحكوا عن أربع وظائف تخطيط، تنظيم،
+
+267
+00:21:20,730 --> 00:21:25,590
+توجيه، رقابة لو استخدمناهم بشكل جيد، حيصير عندي
+
+268
+00:21:25,590 --> 00:21:31,070
+إيش؟ الإدارة الإدارة هدفها تصل لهدف إيش؟ المؤسسة
+
+269
+00:21:31,070 --> 00:21:34,330
+نشوف كمان، شكرا يا أخت سميرة، نشوف كمان تعريفات
+
+270
+00:21:36,050 --> 00:21:45,470
+الأخت هناء تفضّلي نفس
+
+271
+00:21:45,470 --> 00:21:58,070
+الشيء ممتاز
+
+272
+00:21:58,070 --> 00:22:06,260
+نفس التفكير يا أخوات إذا ببساطة الإدارة هياستغلال
+
+273
+00:22:06,260 --> 00:22:16,580
+الـ 6Ms استغلال الموارد المتاحة عن طريق وظائف
+
+274
+00:22:16,580 --> 00:22:21,640
+الإدارة لتحقيق أهداف المؤسسات لتحقيق أهداف
+
+275
+00:22:21,640 --> 00:22:25,740
+المؤسسات ده ممكن نكتبه سوا التعريف اللي هنعتمده هو
+
+276
+00:22:25,740 --> 00:22:31,320
+أسهل تعريف استغلال الموارد
+
+277
+00:22:31,320 --> 00:22:36,870
+المتاحة اللي انت عارفها اللي هي الـ 6Msplus two
+
+278
+00:22:36,870 --> 00:22:46,090
+كيف هنستغلها؟ عن طريق وظائف الإدارة كم وظيفة
+
+279
+00:22:46,090 --> 00:22:55,130
+عندنا؟ أربع طب ليش هنستغلها؟ للوصول لهدف المؤسسة
+
+280
+00:22:55,130 --> 00:22:58,810
+الوصول
+
+281
+00:22:58,810 --> 00:23:05,750
+لهدف المؤسسة أمامنا طريقتين الآن ابنك في المدرسة
+
+282
+00:23:08,590 --> 00:23:14,630
+جاب 15 من 20 في الامتحان و ابنك التاني جاب 20 من
+
+283
+00:23:14,630 --> 00:23:23,990
+20 زي بعض ولا في فرق؟ في فرق؟ لأ زي بعض زي أنتي
+
+284
+00:23:23,990 --> 00:23:27,910
+لما كنت في الجامعة مادة جبت فيها 60 و مادة جبت
+
+285
+00:23:27,910 --> 00:23:36,590
+فيها 90 مش الأثنين ناجحين؟ طيب مبروك ممتاز
+
+286
+00:23:37,920 --> 00:23:42,320
+إذا الأهداف بدناش بس نقول اربحنا و خلاص بدنا نعظم
+
+287
+00:23:42,320 --> 00:23:45,640
+الأهداف إذا نوصل للأهداف زى ما هو حاكيلى هنا
+
+288
+00:23:45,640 --> 00:23:50,760
+بكفاءة و فعالية بكفاءة و إيش و فعالية مش أى كلام
+
+289
+00:23:50,760 --> 00:23:56,400
+انت جبتى سبعين في المادة اللى سمح الله انجحتي بس
+
+290
+00:23:56,400 --> 00:24:03,980
+حلش صح لإني انت لكن زميلتك جابت 95في فرق و لا فيش
+
+291
+00:24:03,980 --> 00:24:07,880
+فرق؟ في فرق إذا إحنا هنا بنشتغل في الإدارة عشان
+
+292
+00:24:07,880 --> 00:24:11,920
+نوصل لأهداف المؤسسة ما نوصل عشان كلام شلفة يعني لأ
+
+293
+00:24:11,920 --> 00:24:19,820
+نوصل بكفاءة و إيش و فعالية إذا مرة تانية؟ معلش
+
+294
+00:24:19,820 --> 00:24:22,220
+عشان العدد قليل حتى اللي الأسد كره عليكوا يعني
+
+295
+00:24:22,220 --> 00:24:27,380
+مافيش حاجة تانية نسأله فالله بعين ما المقصود
+
+296
+00:24:27,380 --> 00:24:28,320
+بالإدارة؟
+
+297
+00:24:30,490 --> 00:24:34,870
+والله هنا بدوش إدارة، إيش يعني؟ إستخدام الموارد
+
+298
+00:24:34,870 --> 00:24:39,310
+اللي بتاعها ال 6 plus 2 يا عربي يا English يعني،
+
+299
+00:24:39,310 --> 00:24:44,090
+ماينفعش 6 plus 2 أشياء
+
+300
+00:24:44,090 --> 00:24:49,890
+اتناء الوقت والعلمات تحقيق أفضل أهداف بحساب وفعلي،
+
+301
+00:24:49,890 --> 00:24:52,930
+ع طريق الوضع المفيد على الاستخدام اللي طبعا ووضعك
+
+302
+00:24:52,930 --> 00:24:58,700
+طب إيش النتيجة النهائية؟ممتاز شكرا، اذا الأخوات
+
+303
+00:24:58,700 --> 00:25:05,680
+احنا ممكن نرسمها الـ 6Ms plus 2 عن طريق وظائف
+
+304
+00:25:05,680 --> 00:25:13,280
+الإدارة الأربعة الوظائف الأربعة هيقدر لو وصلنا
+
+305
+00:25:13,280 --> 00:25:19,240
+لإيش الهدف وقولنا هنا بدناهش هدف أي كلام بدنا هدف
+
+306
+00:25:19,240 --> 00:25:20,540
+بكفاءة وفعلي
+
+307
+00:25:22,950 --> 00:25:27,370
+أه هي نظام صحيح مدخلة عمالة مخالجات لأنها نظام إذا
+
+308
+00:25:27,370 --> 00:25:30,590
+سحر ما المقصود بالمانجة طبعا أنا ماحكتش ماعنش ..
+
+309
+00:25:30,590 --> 00:25:36,990
+شو معنى إدارة بال English؟ management بتذكرك بال
+
+310
+00:25:36,990 --> 00:25:45,490
+manager إيش كمان؟ administration مش
+
+311
+00:25:45,490 --> 00:25:48,030
+بتعرفوا ال admin؟ طيب administration
+
+312
+00:25:53,800 --> 00:26:00,640
+السؤال للأخوة أنا سألت حاجة قبل سألت طالبة ماشي
+
+313
+00:26:00,640 --> 00:26:06,540
+what means administration؟ آه وما ردش عينا قبل هيك
+
+314
+00:26:06,540 --> 00:26:13,140
+مين هي دي؟ مش
+
+315
+00:26:13,140 --> 00:26:16,020
+أنتم خالصين English السؤال بيقول شو يعني إدارة؟
+
+316
+00:26:16,020 --> 00:26:19,460
+ليش بتفكر؟ ما ترجموش جاوبوا بالعربي أنتوا قاعدين
+
+317
+00:26:19,460 --> 00:26:25,510
+تفكروا تترجموا؟ما المقصود بالإدارة اللى هى شو
+
+318
+00:26:25,510 --> 00:26:28,530
+معناه administration أو management طبعاً هى بتختلف
+
+319
+00:26:28,530 --> 00:26:33,410
+اه بس احنا نحكي لسه بشكل عام ما عليكوا تعريف
+
+320
+00:26:33,410 --> 00:26:37,590
+الإدارة قبل هيك يعني ممكن تكون الأنظمة القوانين
+
+321
+00:26:37,590 --> 00:26:45,250
+الاستدارة مالكش انتو مش مصدمين هي تعريف لسه
+
+322
+00:26:45,250 --> 00:26:50,810
+ماطلعناش منه هنبدأ نألف و نخترع الآن ما المقصود
+
+323
+00:26:50,810 --> 00:26:51,790
+سيد سميرة ايه؟
+
+324
+00:27:02,170 --> 00:27:11,370
+ممتاز شكرا وفاق ألأ ألأ شو هي وظائف الإدارة ممتاز
+
+325
+00:27:11,370 --> 00:27:18,050
+تعالى نمسك وظائف الإدارة أول حاجة عندنا التخطيط
+
+326
+00:27:18,970 --> 00:27:22,410
+أحنا هناخده مع شكل إيش سريع بقى نفصل فيهم زي ما
+
+327
+00:27:22,410 --> 00:27:26,530
+أحنا عايزين أول وظيفة من وظائف الإدارة ولا يسبقها
+
+328
+00:27:26,530 --> 00:27:33,490
+أحد التخطيط مافيش حالة جابلها ما
+
+329
+00:27:33,490 --> 00:27:35,990
+هم التخطيط شو معناه تخطيط بالإنجليش أو ترجمتها
+
+330
+00:27:35,990 --> 00:27:41,610
+planning plan خطة إذا ال noun planning
+
+331
+00:27:49,830 --> 00:27:58,690
+معلش كابتع اللي اسمه مع بعض ما هو التخطيط فضلي هنا
+
+332
+00:27:58,690 --> 00:28:03,950
+إذا
+
+333
+00:28:03,950 --> 00:28:10,170
+الماضي اللي هو زمان زمان ماشي دراسي الحاضر اللي هو
+
+334
+00:28:10,170 --> 00:28:18,170
+اليوم عشان إيش؟ عشان ال future أو المستقبل إذا
+
+335
+00:28:18,170 --> 00:28:23,900
+استقراء الماضيأيام زمان، أيام الشباب عشان ندرس
+
+336
+00:28:23,900 --> 00:28:27,480
+اليوم، عشان نقدر نعرف إيش هيصير في إيش في المستقبل
+
+337
+00:28:27,480 --> 00:28:30,720
+ليش؟
+
+338
+00:28:30,720 --> 00:28:33,900
+بالوصول لهدف كل حاجة على فكرة في التعرفات هتنتهي
+
+339
+00:28:33,900 --> 00:28:38,640
+بالوصول لهدفنا إذا استقراء الماضي معناه ما هو
+
+340
+00:28:38,640 --> 00:28:47,260
+الماضي؟ أين كنا .. كنا ماضي؟ أين نحن؟
+
+341
+00:28:49,750 --> 00:28:55,910
+اليوم يعني أين سنكون مستقبل؟
+
+342
+00:28:55,910 --> 00:29:02,310
+إذا أين كنا الماضي؟ ماشي أين نحن؟ طب احنا اليوم
+
+343
+00:29:02,310 --> 00:29:08,070
+وصلنا؟ والله انا اليوم طالبة ماجستيرا طب بعد خمس
+
+344
+00:29:08,070 --> 00:29:12,350
+سنين؟ هكون خلصتأو بعد تلسة سنة ما أتحكوا نخلصها
+
+345
+00:29:12,350 --> 00:29:17,130
+إذا الماضي والحاضر والمستقبل للوصول لهدف معين
+
+346
+00:29:17,130 --> 00:29:22,190
+بنسميه التخطيط بنسميه H التخطيط إذا ما هو التخطيط
+
+347
+00:29:22,190 --> 00:29:28,370
+استقراء الماضي دراسة الحاضر التنبؤ بالـH بالمستقبل
+
+348
+00:29:28,370 --> 00:29:34,350
+يعني إن الطالب جايب في توجيهي 99
+
+349
+00:29:34,350 --> 00:29:40,530
+% هي اليوم في الجامعةقدرش أنا بناء عن عمضيها بتوقع
+
+350
+00:29:40,530 --> 00:29:45,390
+أنها تتخرج أنها تبقى حافظة على معدلها ومستوها و
+
+351
+00:29:45,390 --> 00:29:50,810
+تتخرج بامتياز ماشي مبيعات الشركة في السابق كانت
+
+352
+00:29:50,810 --> 00:29:58,230
+100 ألف واحدة اليوم نزلين 80 ألف واحدة لو بدى أخطط
+
+353
+00:29:58,230 --> 00:30:02,910
+لازم أفكر إنه مش مالهم يزيدواإذا نستقرأ الماضي،
+
+354
+00:30:02,910 --> 00:30:06,970
+دراسة الحاضرة، تنبغي المستقبل، إيش بنسميه تخطيطة؟
+
+355
+00:30:06,970 --> 00:30:12,350
+بنسميه تخطيطة، واضح؟ الوظيفة التانية إيش كانت؟
+
+356
+00:30:12,350 --> 00:30:17,470
+التنظيم، الآن إنتي دخلتي على غرفة أو مكتب لجديها
+
+357
+00:30:17,470 --> 00:30:23,410
+من كركبة هذا أنا وهذا أنا، إيش بتحكي؟ مش منظمة أو
+
+358
+00:30:23,410 --> 00:30:28,010
+شوفتي واحدة لابس مثلا ملابس أخضر، عسود، عبني،
+
+359
+00:30:28,010 --> 00:30:33,850
+عبرتقالي، طلع فيها إيش بتقولي؟بيقول مجنونة؟ لأ مش
+
+360
+00:30:33,850 --> 00:30:39,070
+مجنونة مكركبة أو إيش الألوان هذه إذا ما هو التنظيم
+
+361
+00:30:39,070 --> 00:30:44,850
+أول كلمة في التنظيم اللي ترتب يعني
+
+362
+00:30:44,850 --> 00:30:48,570
+روحت زورتي صحبيتك لجيتي بيتها المنظم إيش معناه؟
+
+363
+00:30:48,570 --> 00:30:54,630
+مرتب واضح المعالم كل حاجة مكانها إذا ما هو التنظيم
+
+364
+00:30:54,630 --> 00:30:58,550
+organization تنظيم organization
+
+365
+00:31:10,390 --> 00:31:13,150
+التنظيم اللي هو ال organization تخصيص المهام اللي
+
+366
+00:31:13,150 --> 00:31:16,890
+هي ال 6Ms لو حكينا عنها وإقامة الأقسام و توزيع
+
+367
+00:31:16,890 --> 00:31:23,210
+العمل يعني و التنسيق بينها لما نقول كده هايم محمد
+
+368
+00:31:23,210 --> 00:31:28,550
+هو المدير تسويق
+
+369
+00:31:28,550 --> 00:31:37,850
+مالية أفراد هذا هيكل تنظيمي مصغر لما تسويق الشغل و
+
+370
+00:31:37,850 --> 00:31:45,110
+ما هيكونتسويق فقط لما يكون مالية مالية فقط لما
+
+371
+00:31:45,110 --> 00:31:51,450
+يكون أفراد أفراد فقط إذا التنظيم هو التخصيص يعني
+
+372
+00:31:51,450 --> 00:31:54,650
+أنت وظيفتك في البنك مهندس تحاسوب تدخل البيانات
+
+373
+00:31:54,650 --> 00:32:00,610
+وكذا بس طب أنا بدي أروح التسويق لأمشي شغلك إذا
+
+374
+00:32:00,610 --> 00:32:04,410
+التخصيص معناه تركيز المهام والموارد وإيقام الدوائر
+
+375
+00:32:04,410 --> 00:32:10,420
+وأقسام العلاقة بينهم مش تنصيقحكينا أول كلمة في
+
+376
+00:32:10,420 --> 00:32:13,680
+التنظيم اللي هي الترتيب انت عشان الذاكر لازم ترتب
+
+377
+00:32:13,680 --> 00:32:16,280
+المكتب و ترتب وقتك و مهامك ماينفعش تكون فوضوي
+
+378
+00:32:16,280 --> 00:32:20,380
+ماينفعش تروح الصلي و تلفزيون فاتح مثلا أو في أطفال
+
+379
+00:32:20,380 --> 00:32:26,100
+بيلعب لأ بدك تنظميش المكان لحتى تقدي الهدف الوظيفة
+
+380
+00:32:26,100 --> 00:32:33,120
+التالتة القيادة leadership طبعا
+
+381
+00:32:33,120 --> 00:32:35,460
+احنا راح نمر عليهم مرور سريع لإن هدول حيجونا في
+
+382
+00:32:35,460 --> 00:32:37,240
+المستقبل قريب ان شاء الله
+
+383
+00:32:44,780 --> 00:32:52,020
+سمية قائد ناجح إيش
+
+384
+00:32:52,020 --> 00:32:57,500
+يعني؟ إيش جاي على بالكم؟ شخص مؤثر بالأقارير فيه؟
+
+385
+00:32:57,500 --> 00:33:01,120
+مالها؟ شخص مؤثر بالأقارير؟ كيف بتأثر فيهم؟ لما
+
+386
+00:33:01,120 --> 00:33:05,060
+تستهزفوا يعني؟ لما عرفوا أنهم متكامل على شان حقه؟
+
+387
+00:33:05,060 --> 00:33:09,580
+اعطاء مفترضة إيجابية؟ تحفيزهم؟ ماشي لما نقول قائد
+
+388
+00:33:09,580 --> 00:33:16,300
+ناجح معناه قدوةصالح أو حسن إذا ما هي القيادة طبعا
+
+389
+00:33:16,300 --> 00:33:19,860
+القائد جزء من القيادة القيادة خد بالك القيادة فن
+
+390
+00:33:19,860 --> 00:33:28,820
+التأثير على الآخرين هي جادة تأثير فيهم فإيش ما حكت
+
+391
+00:33:28,820 --> 00:33:33,860
+بيقول okay أو بنقشوها و بتسمع إذا فن التأثير في
+
+392
+00:33:33,860 --> 00:33:40,600
+الآخرين تحفيظهم ومخاطبتهم لإنجازش الهدفإذا القائد
+
+393
+00:33:40,600 --> 00:33:47,100
+الناجح بيستوعب الجميع واضح؟ ومش كل شخص بيظهر
+
+394
+00:33:47,100 --> 00:33:50,220
+لعواتزاه الإعلام أو هيني لابسة بدلة وجرافة بكون
+
+395
+00:33:50,220 --> 00:33:54,320
+قائد لأ القيادة في منها شغلات مورودة وفي منها
+
+396
+00:33:54,320 --> 00:33:57,880
+شغلات مكتسبة زي ما هنشوف إن شاء الله كان النبي
+
+397
+00:33:57,880 --> 00:34:02,660
+عليه الصلاة والسلام خير قائد لو قرأت صفاته الشخصية
+
+398
+00:34:02,660 --> 00:34:04,680
+و .. طبعا القائد اللي علاقة بالمظهر الخارجي على
+
+399
+00:34:04,680 --> 00:34:09,250
+فكرة لو قرأت صفاته الخارجية مظهر كيف ربنا خلجهو
+
+400
+00:34:09,250 --> 00:34:11,630
+علاقته مع الصحابة بيقولوا يا الله لو اني معهم
+
+401
+00:34:11,630 --> 00:34:15,730
+نيالهم يا عم إذا القائد هو الشخص اللي عنده قدرة
+
+402
+00:34:15,730 --> 00:34:19,250
+على التأثير في الآخرين بيحبوه و بفدوه بأرواحهم
+
+403
+00:34:19,250 --> 00:34:25,790
+ماشي أخر حاجة عندنا هي الرقابة control أنا مكتبتش
+
+404
+00:34:25,790 --> 00:34:30,950
+leadership ولا كتبتها؟ مكتبتش نرجع تاني القيادة
+
+405
+00:34:30,950 --> 00:34:37,270
+leadership هل
+
+406
+00:34:37,270 --> 00:34:41,490
+أنت مطلوبة من مصطلحات هذه؟ أهخد بالك أنا بعطيكي
+
+407
+00:34:41,490 --> 00:34:46,230
+المصطلحات البرزة leader شب القائد او القياد عفوا
+
+408
+00:34:46,230 --> 00:34:54,890
+القائد leader طيب ما هي الرقابة كنت
+
+409
+00:34:54,890 --> 00:35:00,290
+rolling ايش
+
+410
+00:35:00,290 --> 00:35:04,910
+الرقابة؟
+
+411
+00:35:04,910 --> 00:35:09,130
+في
+
+412
+00:35:09,130 --> 00:35:16,290
+عندنا هدفماشي هي الهدف طبعا احنا لازم نسعى و نتعب
+
+413
+00:35:16,290 --> 00:35:20,710
+و نستغل المهارد لحتى نوصل للهدف أمامي تلاتة خيارات
+
+414
+00:35:20,710 --> 00:35:28,570
+إما أني فعلا أحقق الهدف مثلا هدف زيادة الأرباح أو
+
+415
+00:35:28,570 --> 00:35:35,770
+أني أنحرف بشكل إيجابي أو أنحرف بشكل إيش سلبي كيف؟
+
+416
+00:35:35,770 --> 00:35:40,560
+الآن احنا قلنا إننا نزيد الأرباح ب 10%إذا شركة
+
+417
+00:35:40,560 --> 00:35:44,780
+جوال حابة تزيد إرباحها 10% إيش هيصير؟ إما فعلا
+
+418
+00:35:44,780 --> 00:35:54,040
+اتحققها بـ 10% أو بـ 15% أو بـ 5% إذا إما انحراف
+
+419
+00:35:54,040 --> 00:35:58,880
+إيجابي كويس انت كنت هجيب 90 جيبت 95 في المدى أو
+
+420
+00:35:58,880 --> 00:36:09,720
+انحراف سلبي قلت هجيب 90 جيبت 70 وضع صعبأو طبقتها
+
+421
+00:36:09,720 --> 00:36:15,340
+100% 90% عن 90% إذا قياس الأداء الفعلي اللي هو
+
+422
+00:36:15,340 --> 00:36:21,240
+شغلنا مقارنته بالهدف ونشوف الإنحرافات إذا كانت
+
+423
+00:36:21,240 --> 00:36:26,500
+إيجابية و لا سلبية و منصحة إذا أول حاجة يا أخوات
+
+424
+00:36:26,500 --> 00:36:30,500
+بحطوا الأداء المخطط اللي هو الهدف اللي احنا قلنا
+
+425
+00:36:30,500 --> 00:36:35,660
+زيادة الأرباح 10% بعدين بنشتغل دنيا واحد بكون
+
+426
+00:36:35,660 --> 00:36:39,660
+عندنا أداء فعليبارح بقارن واحد باتنين أو اتنين
+
+427
+00:36:39,660 --> 00:36:44,460
+بواحد بطلع اندي انحراف لازم
+
+428
+00:36:44,460 --> 00:36:47,700
+أصححه احنا يا جماعة هنا كنا بنزيدها عشرة في المية
+
+429
+00:36:47,700 --> 00:36:52,000
+ليش خمسة في المية؟ نبحث عن الأسباب، واضح؟ حتى
+
+430
+00:36:52,000 --> 00:36:57,920
+الانحراف الإيجابي برضه بده وقفة بدل جايبة 95 و
+
+431
+00:36:57,920 --> 00:37:01,640
+جايبة 95 ليش ماحكتي من البداية؟ ليش جايبة 90؟ إذا
+
+432
+00:37:01,640 --> 00:37:08,440
+بحط هدف بأشتغلبعد كده بشوف هل حققنا الهدف ولا
+
+433
+00:37:08,440 --> 00:37:14,220
+بععدنا يعني إحنا الآن أعطونا 14 أسبوع إن شاء الله
+
+434
+00:37:14,220 --> 00:37:19,940
+ناخد منهم مفاهيم الإدارة هنعيش بعد ال 14 أسبوع
+
+435
+00:37:19,940 --> 00:37:26,500
+نعشنا نشوف هل حققنا الهدف ولا لا ماشي واضح يا
+
+436
+00:37:26,500 --> 00:37:34,120
+جماعة؟ هذه بنسميها إيش الرقم لنعود مع بعض تخطيطكل
+
+437
+00:37:34,120 --> 00:37:37,360
+تعريف مستقل عن الوظيفة اللي بعده كل واحد خاص بنفسه
+
+438
+00:37:37,360 --> 00:37:44,960
+علاقتهم هم الأربع تكامل، تكامل هم الأربع ما هو
+
+439
+00:37:44,960 --> 00:37:48,600
+التخطيط يا أستاذة سحر؟ هو استقراء الواضع ودراسة
+
+440
+00:37:48,600 --> 00:37:52,600
+الحاضر وتنبؤ بالمستقبل، بوصول إلى التأثير ممتاز،
+
+441
+00:37:52,600 --> 00:37:58,000
+ما هو التنظيم يا أستاذة ساميرا؟ عملية تخصيص المحام
+
+442
+00:37:58,000 --> 00:38:01,160
+والموارد، وتخارق التوائع والأقسام، تأثير بالنهار
+
+443
+00:38:01,160 --> 00:38:05,330
+والإجازةحاولي يا auntie تجيبي تعريف من مفهومك
+
+444
+00:38:05,330 --> 00:38:09,530
+انتي، هذا تعريف الكاتب، طب عرفي انتي standard
+
+445
+00:38:09,530 --> 00:38:15,290
+يعني، طلعي تعريف خاص بي أستاذ هنا، ما هي الرقابة؟
+
+446
+00:38:15,290 --> 00:38:21,610
+آه، غشناك، يقولولك ما هي الرقابة؟ ممتاز، فيش ده
+
+447
+00:38:21,610 --> 00:38:28,610
+قيصه؟ بالهدف؟ قصنعه بالهدف وبعدين؟ممتازة وانت خدش
+
+448
+00:38:28,610 --> 00:38:35,370
+راتش تصحيح هي طبعا الأستاذة لأ عارفة إيش سؤالها ما
+
+449
+00:38:35,370 --> 00:38:39,290
+هي ال leadership ممتاز
+
+450
+00:38:39,290 --> 00:38:44,690
+هل عندك فان تأثير و لا لسه مش عارفة تعتقدي أه
+
+451
+00:38:44,690 --> 00:38:46,690
+الشعب كله قيادة أصلا
+
+452
+00:38:51,580 --> 00:38:55,200
+ممكن أسأل عن الرقابة الـ «control» اللي مقصود فيها
+
+453
+00:38:55,200 --> 00:38:57,060
+«self-control» و لا أسلوب تاريخ تاني اسمه
+
+454
+00:38:57,060 --> 00:39:00,760
+«oversight»؟ أه مختلفوا و لا نفس المشكلة؟ هناخدهم
+
+455
+00:39:00,760 --> 00:39:03,340
+جدًا إن شاء الله، في عندنا شبكة كاملة لرقابة،
+
+456
+00:39:03,340 --> 00:39:05,620
+هناخدهم جدًا، بس هنا الرقابة اللي مقصود فيها
+
+457
+00:39:05,620 --> 00:39:08,820
+بالشكل عام الرقابة على المؤسسة، يعني زي ما حكينا
+
+458
+00:39:08,820 --> 00:39:11,740
+المدلة الاشخاص نفسهم معينين قائمين عليهم، ومنهم
+
+459
+00:39:11,740 --> 00:39:14,460
+الرقابة ولا ..؟ الأتنين، الداخلية و الخارجية،
+
+460
+00:39:14,460 --> 00:39:16,920
+هناخدها جدًا إن شاء الله، بارك الله فيك، شكرا على
+
+461
+00:39:16,920 --> 00:39:22,620
+السؤال، من عنده كمزي ما تقول لما شرحنا وصف المادة
+
+462
+00:39:22,620 --> 00:39:26,940
+قولنا تقييم بالأقران و شرحته اللي هو الـPIR أنت
+
+463
+00:39:26,940 --> 00:39:30,480
+تراقب ع زميلتك لما تعمل presentation ماشي و لما
+
+464
+00:39:30,480 --> 00:39:34,220
+ييجي دورك هي تراقب عليك لأننا اتنين و أنا براقب
+
+465
+00:39:34,220 --> 00:39:43,080
+على الكل هي تلاتة واضح؟ نكمل و هناخد نفس نكمل
+
+466
+00:39:43,080 --> 00:39:50,530
+و هناخد نفس انقطع نفسك ولا لسه؟من هو المدير؟ بدرع
+
+467
+00:39:50,530 --> 00:40:01,410
+جت على النفس، ماشي Manager
+
+468
+00:40:01,410 --> 00:40:05,670
+المدير
+
+469
+00:40:05,670 --> 00:40:10,410
+اللي هو ال manager ممكن
+
+470
+00:40:10,410 --> 00:40:20,610
+تعريف أبسط من هذا هو الشخص الذي .. ماله؟ينجز أعمال
+
+471
+00:40:20,610 --> 00:40:28,450
+الشركة من خلال الأخر لما نقول مدير بيجي عمالك واحد
+
+472
+00:40:28,450 --> 00:40:31,950
+لابس بدلة و جرافة و حاط برطان و ممشت شعره و قاعد
+
+473
+00:40:31,950 --> 00:40:38,850
+ورا مكتب 25 متر و مشخص طب هذا إيش قاعد بيسوي؟بنجز
+
+474
+00:40:38,850 --> 00:40:42,770
+أعمال الشركة عن طريق إيش الموظفين اللي تحت إيده
+
+475
+00:40:42,770 --> 00:40:46,350
+طبعا هذا بنسميه المدير العام بنسميه إيش المدير
+
+476
+00:40:46,350 --> 00:40:50,790
+العام لإنك عارفة فيه مدير أقسم في حال فشل المؤسسة
+
+477
+00:40:50,790 --> 00:40:57,650
+المدير فاشل لما المؤسسة تفشل مين الفاشل؟ المدير طب
+
+478
+00:40:57,650 --> 00:41:01,650
+هو اللي بيشتغل لأ بس هو المسئولالشخص المسئول عن
+
+479
+00:41:01,650 --> 00:41:05,710
+أعمال الآخرين الموجودين في مكان معين بيقدّم لهم
+
+480
+00:41:05,710 --> 00:41:10,150
+الدعم للسند، بنسميه مدير أو الشخص المسئول عن إنجاز
+
+481
+00:41:10,150 --> 00:41:15,490
+الأعمال عن طريق الآخرين، بسميه مدير بسميه إيش؟
+
+482
+00:41:15,490 --> 00:41:18,090
+طبعا يا أخوات، في تعريفات كتيرة، بس أنا طلعت أبسط
+
+483
+00:41:18,090 --> 00:41:21,310
+حاجة الحاجة اللي تدخل على طول في الـ12، نعمل فلسة
+
+484
+00:41:21,310 --> 00:41:25,810
+أيوة،
+
+485
+00:41:25,810 --> 00:41:29,910
+بس يعطيهم أوامر، عشان يكون مدير، لازم يعطي أوامر
+
+486
+00:41:33,450 --> 00:41:40,870
+يترقص يعني رئيس قسم أو رئيس مجموعة، ماشي؟ لو أنت
+
+487
+00:41:40,870 --> 00:41:44,590
+في البيت عندك أخوات أو أولاد صغار وموزع عليهم شغل
+
+488
+00:41:44,590 --> 00:41:50,570
+البيت، أنت مديرة واضح؟ ممكن تقوم بالعمل بنفسك، أه
+
+489
+00:41:50,570 --> 00:41:54,450
+عادي، وين المشكلة؟ في مدرسة بحبوا يعملوا حاجة
+
+490
+00:41:54,450 --> 00:41:57,510
+بنفسهم، إذا هذا ال manager
+
+491
+00:42:00,570 --> 00:42:06,890
+ما هي مستويات الإدارة سهلة
+
+492
+00:42:06,890 --> 00:42:13,350
+إدارة عالية لما نقول مدير على طول إدارة عالية لما
+
+493
+00:42:13,350 --> 00:42:18,310
+نقول مثلا طب
+
+494
+00:42:18,310 --> 00:42:23,690
+انا ممكن أسرع لو أضحي بالرأس مستويات الإدارة سهلين
+
+495
+00:42:31,520 --> 00:42:42,440
+لما نقول مثلا محمد المدير العام لشركة جوال هل بيجي
+
+496
+00:42:42,440 --> 00:42:48,020
+على بالك محمد يدرع عليه ولا يدرع دونيا؟ لا دونيا،
+
+497
+00:42:48,020 --> 00:42:51,720
+إيش رأيكم؟
+
+498
+00:42:51,720 --> 00:42:57,680
+عليه ولا دونيا؟ لأ يمكن دونيا، لأ ما هو بداله مدير
+
+499
+00:42:57,680 --> 00:43:02,990
+عام مش بدي أكون، خد بالك أنا ممكن أغلطكتتقيش فيا
+
+500
+00:43:02,990 --> 00:43:08,070
+دايما ماشي
+
+501
+00:43:08,070 --> 00:43:11,170
+بس أنا بقلط فيكوا بشوفوا صحين و لا بد انهم يتسربوا
+
+502
+00:43:11,170 --> 00:43:14,070
+ليكوا المدير العام دايما يدارعوا ليه المدير العام
+
+503
+00:43:14,070 --> 00:43:24,470
+دايمااش يدارعوا ليه طيب علي رئيس مجلس الإدارة
+
+504
+00:43:24,470 --> 00:43:32,280
+دنيا وسطة وسطة ايوة انا ماشي ورايالا إله إلا الله،
+
+505
+00:43:32,280 --> 00:43:36,460
+عُلية يا أنت رئيس مجلس الإدارة، مين فيه؟ في حد
+
+506
+00:43:36,460 --> 00:43:42,240
+جابله؟ في حد سابق إله؟ رجسوا، ماتمشوش ورايا إذا
+
+507
+00:43:42,240 --> 00:43:50,660
+رئيس مجلس الإدارة، عُلية ماشي محمود
+
+508
+00:43:50,660 --> 00:44:02,750
+رئيس الدولة لا وسط خلاص إذا كلمة رئيسأو مدير عام
+
+509
+00:44:02,750 --> 00:44:09,190
+معناه هو الـ Top خلاص إدارة إيش إدارة عالية ممكن
+
+510
+00:44:09,190 --> 00:44:13,690
+نسميها Top Management ممكن
+
+511
+00:44:13,690 --> 00:44:21,330
+نسميها Senior Management نفس الشيء إذن
+
+512
+00:44:21,330 --> 00:44:28,730
+هنا أدكر أمتل على الإدارة العالية مدير
+
+513
+00:44:28,730 --> 00:44:36,100
+عامرئيس مجلس إدارة رئيس دولة نائب الرئيس ممكن يكون
+
+514
+00:44:36,100 --> 00:44:39,680
+إدارة عامة عفوا إدارة عالية ماشي عندنا هنا في
+
+515
+00:44:39,680 --> 00:44:45,400
+الجامعة رئيس الجامعة طبعا
+
+516
+00:44:45,400 --> 00:44:49,200
+الجامعة عشان اللي لها خصية مجلس المناء إدارة عالية
+
+517
+00:44:49,200 --> 00:44:56,760
+مجلس الجامعة إدارة عالية و هذا واضح اتنين
+
+518
+00:44:58,800 --> 00:45:05,840
+الـ Mediarite اللي هي الإدارة ليش؟ وسطها
+
+519
+00:45:05,840 --> 00:45:13,600
+ماشي يا جماعة أنا خاطة وحش بالعربي
+
+520
+00:45:13,600 --> 00:45:15,780
+و بالإنجليزي وحش يعني مش .. هو حلو على الكميوتر
+
+521
+00:45:15,780 --> 00:45:19,020
+يعني ميدياريت
+
+522
+00:45:19,020 --> 00:45:27,460
+ميدياريت ميد بس بكتب رشيدة الطبيبباللاحظ دايما
+
+523
+00:45:27,460 --> 00:45:31,660
+عندنا أواقل الدفاعات في الجامعة خطهم محش بشبهون يا
+
+524
+00:45:31,660 --> 00:45:36,420
+دول الخواتب يكون مش عارفة ليش هو عشان بفكر بسرعة و
+
+525
+00:45:36,420 --> 00:45:39,880
+بكتب بسرعة لكن على الكمبيوتر حرام هذه الخط جدا
+
+526
+00:45:39,880 --> 00:45:44,480
+بكوا حلو نمشي
+
+527
+00:45:44,480 --> 00:45:51,500
+حرفنا نسوي هذا الموجود الإدارة الوسطى زي شو؟ رئيس
+
+528
+00:45:51,500 --> 00:45:51,840
+قسم
+
+529
+00:45:55,690 --> 00:46:06,170
+مدير قسم التسويق مثلا، نائب مدير هذه بتكون درايش
+
+530
+00:46:06,170 --> 00:46:13,110
+وسطة، شو معنى وسطة؟ أنه في فجأة حدا، اللي هو مين؟
+
+531
+00:46:13,110 --> 00:46:20,050
+العليا، إذا العليا بتعطي قرارات لمين؟ للوسطة، وليس
+
+532
+00:46:20,050 --> 00:46:23,730
+العكسيعني انت بيجيك القرار في شغلك من المدير العام
+
+533
+00:46:23,730 --> 00:46:25,870
+مش انت اللي بتعطيك القرار لأ هو اللي بيعطيك
+
+534
+00:46:25,870 --> 00:46:31,650
+القرارات هذه بيسميها الإدارة الوسطى المستوى الأخر
+
+535
+00:46:31,650 --> 00:46:36,190
+اللي هي الإدارة الدنيا أو الإدارة الإشرافية الـ
+
+536
+00:46:36,190 --> 00:46:39,590
+get down أو
+
+537
+00:46:39,590 --> 00:46:43,530
+الـ junior نفس
+
+538
+00:46:43,530 --> 00:46:53,600
+الشيء مثلا مدير العمالمش معناها شوفنا مدير خلاص لأ
+
+539
+00:46:53,600 --> 00:47:02,060
+لك شوفين مدير مين ماشي مثلا المشرف انت مشرف في شغل
+
+540
+00:47:02,060 --> 00:47:05,920
+هذا بنسميها إدارة إيش دنيا أو إشرافية معناها مشرف
+
+541
+00:47:05,920 --> 00:47:09,120
+على ناس مش شغله زي المهندسين لما يروحوا على الموقع
+
+542
+00:47:09,120 --> 00:47:11,720
+بيكون فيه هناك مشرف عمال أو كبير العمال هذه إدارة
+
+543
+00:47:11,720 --> 00:47:15,960
+دنيا الان ده نقول إنه عند المستويات تلاتة فقط
+
+544
+00:47:15,960 --> 00:47:20,760
+لرابع لهما اللي هي الإدارة العليا الوسطى والدنيا
+
+545
+00:47:23,720 --> 00:47:29,860
+التنفيذ اللي يستخدم الادارة الوسطى ليش
+
+546
+00:47:29,860 --> 00:47:32,780
+وسطى؟ لأنه في فوقه حدا، اللي هو مجلس الإدارة،
+
+547
+00:47:32,780 --> 00:47:35,460
+معطينا أمثلة هنا، بيقولوا الإدارة العليا هم اللي
+
+548
+00:47:35,460 --> 00:47:39,520
+يقودون المؤسسة بشكل شامل، رئيس، ناجب، رئيس، مدير
+
+549
+00:47:39,520 --> 00:47:44,660
+عام، مهما اختلفت المسميات، هم إدارة علياالإدارة
+
+550
+00:47:44,660 --> 00:47:47,780
+الوسطى مسئولين عن قيادة الأقسام دمبلغيا الخاصة هنا
+
+551
+00:47:47,780 --> 00:47:51,740
+زي عميد كلية يعتبر إدارة وسطى رئيس قسم الجراحة في
+
+552
+00:47:51,740 --> 00:47:57,840
+المستشفى الشفاء إدارة وسطى رئيس قسم في شركة صناعة
+
+553
+00:47:57,840 --> 00:48:04,560
+إدارة عياش وسطى الإشراف هذا مرتبط بالإدارة الوسطى
+
+554
+00:48:04,560 --> 00:48:09,220
+الآن بشرحها ماشي بيكونوا بيشرفوا مباشرة على مين؟
+
+555
+00:48:09,220 --> 00:48:14,820
+على المرأوسين زي رئيس قسم في جامعةزي رئيس قسم في
+
+556
+00:48:14,820 --> 00:48:18,440
+بنك أو مدير خط إنتاج طبعا يا أخوات هذه بتختلف من
+
+557
+00:48:18,440 --> 00:48:24,060
+مؤسسة لأخرى بتختلف من مؤسسة لأخرى خلنا نشوف كيف
+
+558
+00:48:24,060 --> 00:48:29,240
+ممكن
+
+559
+00:48:29,240 --> 00:48:30,440
+نشرح عن نفس الرسم اللي قلته
+
+560
+00:48:39,590 --> 00:48:43,290
+خودي بالك الآن الإدارة العليا بتعطل الإدارة الوسطى
+
+561
+00:48:43,290 --> 00:48:51,570
+قرارات decision أوامر تعليمات اعمل سوي روح تعال
+
+562
+00:48:51,570 --> 00:48:56,210
+ليش متأخر الإدارة الوسطى نفس الشغلة لذا كل واحد
+
+563
+00:48:56,210 --> 00:49:00,910
+بيعطل اللي تحت إيده قرارات أوامر تعليمات واضح؟ من
+
+564
+00:49:00,910 --> 00:49:07,930
+أعلى إلى أسفل العكس تقارير توصيات
+
+565
+00:49:10,920 --> 00:49:19,100
+تقارير و توصيات إذا
+
+566
+00:49:19,100 --> 00:49:23,460
+من أعلى لأسفل قرارات و أوامر تعليمات من أسفل لعلى
+
+567
+00:49:23,460 --> 00:49:27,620
+تقارير و توصيات واضح
+
+568
+00:49:27,620 --> 00:49:34,180
+ولا عيدها إذا
+
+569
+00:49:34,180 --> 00:49:37,220
+المحمود رئيس الدولة باعتقارات لكن محدثش باعتقارات
+
+570
+00:49:37,220 --> 00:49:38,160
+ليش؟ لأن هو رئيس الدولة
+
+571
+00:49:42,100 --> 00:49:48,140
+عشان هيكسميها مستويات لو
+
+572
+00:49:48,140 --> 00:49:50,820
+بدك تسافر سريعا من شغلها، بتتصلي على المدير،
+
+573
+00:49:50,820 --> 00:49:55,140
+بتسأليه لكن مابتقول للمدير إيش متأخر اليوم، تعال
+
+574
+00:49:55,140 --> 00:49:58,480
+هنا، ده مابطلع الكيش إلا إن ده كنت مديرته، ده كنت
+
+575
+00:49:58,480 --> 00:50:03,160
+إيش مديرته أيه ما أفضل مثلا السؤال لأخت سميرة،
+
+576
+00:50:03,160 --> 00:50:05,880
+بتحب يكون رئيس سبعك في الشغل سيدة ولا راجل؟
+
+577
+00:50:12,050 --> 00:50:16,410
+أي واحد منهم، طالما أننا نتفتع، نتفتع بالقيادة
+
+578
+00:50:16,410 --> 00:50:18,770
+والتفاهم.
+
+579
+00:50:19,430 --> 00:50:25,390
+الأخت سحر. يعني هو على طبيعة الغرقة، بتحبش يكون
+
+580
+00:50:25,390 --> 00:50:28,950
+الغرقة يكون .. ممتاز. في دراسات نفسية بتثبت أن
+
+581
+00:50:28,950 --> 00:50:34,250
+الست بتحبش يكون مديرتها ست، صحيح. هنا، هنا.
+
+582
+00:50:42,450 --> 00:50:45,950
+النفسية النبتع أكتر مع مدير يكون راجل ومدير يتعامل
+
+583
+00:50:45,950 --> 00:50:49,890
+ولكن مجرد مش هتفرج يعني يجب أن يتعامل معاه سواء
+
+584
+00:50:49,890 --> 00:50:52,470
+كان راجل أو ساتر ما هو لما يكون المفروض عليكي انت
+
+585
+00:50:52,470 --> 00:51:00,410
+تتعامل معاه سواء كده ولا كده لكن لما يخيروكي هم
+
+586
+00:51:00,410 --> 00:51:02,910
+الدراسات النفسية بتدبط أن الست بتحب يقول مديرها
+
+587
+00:51:02,910 --> 00:51:08,540
+راجل مش ستلأ، أن الستات بتنمردوا على بعض ‏- صحيح ‏
+
+588
+00:51:08,540 --> 00:51:10,920
+- يعني ممكن الراجل يتعاطف معاك ‏- حرم، يعني عندها
+
+589
+00:51:10,920 --> 00:51:14,900
+ظروف ‏- الست لأ ‏- نعم، ندر، ندر ‏- بتحطك في رسم ‏
+
+590
+00:51:14,900 --> 00:51:18,080
+- نعم، ندر، ندر، ندر ‏- رسمي ‏- رسمي ‏- بس ليه
+
+591
+00:51:18,080 --> 00:51:21,000
+جدا، لأن هذا مريض ‏- أه ‏- للموظف أو للمدارى يعني
+
+592
+00:51:21,000 --> 00:51:25,500
+‏- ممتاز ‏- هل دراستك علمية، علمية على فكرة ‏- أه
+
+593
+00:51:25,500 --> 00:51:30,380
+‏-
+
+594
+00:51:30,380 --> 00:51:35,520
+اللي أقول إن المدير هو الشخص الليينجز الأعمال عن
+
+595
+00:51:35,520 --> 00:51:45,420
+طريق الآخرين ما هي أدوار المدير؟ إما دور تفاعلي،
+
+596
+00:51:45,420 --> 00:51:56,360
+ماشي أو دور معلوماتي أو دور اتخاذ قراراته شو معنى
+
+597
+00:51:56,360 --> 00:52:00,740
+الدور التفاعلي؟ معاقود دقيقة للتفكير؟
+
+598
+00:52:09,600 --> 00:52:13,140
+التفاعل، إيش معنى التفاعل؟ تجاوز، يعني يتجاوز،
+
+599
+00:52:13,140 --> 00:52:21,680
+يراجع .. مافيش .. ممتاز التفاعل هو التشارك مع
+
+600
+00:52:21,680 --> 00:52:25,760
+الآخرين يتفاعل
+
+601
+00:52:25,760 --> 00:52:29,100
+معاهم، مش يقعد ساكت إنه مش علاقة التفاعل اللي هو
+
+602
+00:52:29,100 --> 00:52:36,720
+التشارك مع الآخرين ببساطة يا أخوات، فن التعامل هل
+
+603
+00:52:36,720 --> 00:52:41,170
+هو فعال لما موظف يروحله بمشكلة؟ولا مانوش دعوة هذه
+
+604
+00:52:41,170 --> 00:52:45,610
+اسمها الأدوار التفاعلية النوع التاني الأدوار
+
+605
+00:52:45,610 --> 00:52:50,810
+المعلوماتية من اسمها اللي هي ايش تقديم معلومات مش
+
+606
+00:52:50,810 --> 00:52:54,330
+معقول مدير مش عارف ايش هدف المؤسسة ولا مش عارف ايش
+
+607
+00:52:54,330 --> 00:52:58,170
+هتخبرها يعني الأدوار القرارية تخد القرار decision
+
+608
+00:52:58,170 --> 00:53:04,210
+making إذا انت لو كنت مديرة في مؤسسة
+
+609
+00:53:10,930 --> 00:53:15,570
+إيه اجتلاد أدوار؟ إيش هي؟ علاقة طيبة مع الناس
+
+610
+00:53:15,570 --> 00:53:23,270
+وتفاعل وانسجام معلومات غزيرة واتخاذاش القرار هذي
+
+611
+00:53:23,270 --> 00:53:31,510
+بنسميها ال role أو الأدوار ال إيش؟ الأدوار نشوف
+
+612
+00:53:31,510 --> 00:53:36,810
+شرحها عندنا أدوار تفاعلية قلنا كيف بتعامل المدير
+
+613
+00:53:36,810 --> 00:53:42,640
+مع الآخرين اللي هو فن التعاملأدوار معلوماتية اللي
+
+614
+00:53:42,640 --> 00:53:46,960
+هي المعلومات يكون عنده غزارة في المعلومات أدوار
+
+615
+00:53:46,960 --> 00:53:49,880
+قرارية اللي هي كيف المعلومات يستخدمها في اتخاذ إيش
+
+616
+00:53:49,880 --> 00:53:55,020
+القرارات إذا هناك تلات أدوار لأي مدير في العالم ما
+
+617
+00:53:55,020 --> 00:53:58,960
+هي يا سهر أدوار تفاعية وأدوار معلوماتية وأدوار
+
+618
+00:53:58,960 --> 00:54:08,900
+قرارية واضح ولا نعيدها نعيدها تاني ناخد
+
+619
+00:54:08,900 --> 00:54:21,770
+كيسأحكيها و أكتبها محمد مدير عام شركة X طلب
+
+620
+00:54:21,770 --> 00:54:34,610
+منه الموظف علي معلومات عن الموازنة العامة للشركة
+
+621
+00:54:34,610 --> 00:54:40,410
+ولكن
+
+622
+00:54:41,070 --> 00:54:50,430
+محمد لم يستجب للطلب هذه الحالة السؤال ما هي
+
+623
+00:54:50,430 --> 00:54:54,690
+الأدوار التي
+
+624
+00:54:54,690 --> 00:55:04,930
+كان يجب على محمد القيام بها كمدير كأنه بيقولك ما
+
+625
+00:55:04,930 --> 00:55:06,690
+هي أدوار المدير لكن بلفها
+
+626
+00:55:16,900 --> 00:55:22,680
+هو اشمله هنا إذا محمد ماعندوش دور تفاعلي ماردش طنش
+
+627
+00:55:22,680 --> 00:55:31,340
+إذا أول حاجة الدور التفاعلي اللي هي الاستجابة لطلب
+
+628
+00:55:31,340 --> 00:55:40,320
+الموظف محمد شرير طيب اتنين؟ مين حابب يشارك؟
+
+629
+00:55:40,320 --> 00:55:46,280
+فضلي المعلومات طلبه وطلب منه معلومات
+
+630
+00:55:49,690 --> 00:56:01,030
+المساعدة في تقديم المعلومات الدول الأخيرة القرار
+
+631
+00:56:01,030 --> 00:56:04,330
+أيوة
+
+632
+00:56:04,330 --> 00:56:09,330
+قليلاً
+
+633
+00:56:09,330 --> 00:56:13,750
+المعلومات عن الموازنة العامة بتكون مولودة في قسم
+
+634
+00:56:13,750 --> 00:56:18,500
+الحسابات ماشيفالأصل هو يتاخد قرارات يا قسم
+
+635
+00:56:18,500 --> 00:56:22,040
+الحسابات اعطي الموظف المعلومات احنا ماقلنا ان انت
+
+636
+00:56:22,040 --> 00:56:25,080
+اعطيه لأ انت اعطيه قرار او اسمحله بالحصول على
+
+637
+00:56:25,080 --> 00:56:32,920
+المعلومات هو أصلا شكله ماعندهش دور اصدر قرار أو
+
+638
+00:56:32,920 --> 00:56:42,260
+السماح للموظف بالحصول على الموازنة زي لما انت عايز
+
+639
+00:56:42,260 --> 00:56:47,400
+توزع ال CBI على مؤسسةلازم تاخدي إذن بالموافقة
+
+640
+00:56:47,400 --> 00:56:54,520
+ماشي؟ وافقوا بتوزع، ماوافقوش خلاص إذا
+
+641
+00:56:54,520 --> 00:57:00,940
+عندنا تلات أش أدوة إذا المدير طناش ما بيكون عنده
+
+642
+00:57:00,940 --> 00:57:05,700
+دور تفاعل إذا المدير رحبه ساعد، بيكون عنده دور
+
+643
+00:57:05,700 --> 00:57:11,040
+تفاعل إذا المدير قدم المعلومات اللي إحنا عايزينها،
+
+644
+00:57:11,040 --> 00:57:15,220
+بيكون عنده دور معلوماتيإذا المدير مطنش برضه
+
+645
+00:57:15,220 --> 00:57:18,180
+ماعندوش دور أو جال أنا مش عارف مثلا مش مدير مش
+
+646
+00:57:18,180 --> 00:57:22,720
+عارف أخر حاجة اللي هي اتخاذ القرارات بالسماح لنا
+
+647
+00:57:22,720 --> 00:57:27,400
+بالعمل واضحة
+
+648
+00:57:27,400 --> 00:57:32,840
+ولا عيدها؟ المركزين معايا ولا نيمتوا؟ نيمتوا؟ حد
+
+649
+00:57:32,840 --> 00:57:38,980
+بدأ يحلم؟ نفسر الأحلام احنا الآن ال manager skills
+
+650
+00:57:45,180 --> 00:57:51,780
+الـ Skills اللي هي المهارات، شو يعني مهارة؟ والله
+
+651
+00:57:51,780 --> 00:57:58,820
+عندها مهارة التطريز أو مهارة الرسم، ما هي المهارة؟
+
+652
+00:57:58,820 --> 00:58:06,460
+المهارة فن، أكتر ما هي علم يعني
+
+653
+00:58:06,460 --> 00:58:08,920
+أنت لما يكون عندك مهارة للقاء، بتكون فنانة في
+
+654
+00:58:08,920 --> 00:58:13,480
+للقاء ومحترفة المهارة هي قدرة تحويل المعرفة إلى
+
+655
+00:58:13,480 --> 00:58:19,310
+فعلبأداء متميز زي
+
+656
+00:58:19,310 --> 00:58:24,650
+اللي ما نقول فلانة ذاكية معناها
+
+657
+00:58:24,650 --> 00:58:30,750
+مش عندها مهارات، بدكأ إذا
+
+658
+00:58:30,750 --> 00:58:33,610
+المدير المهر هو المدير اللي بيحول معرفة في مخه إلى
+
+659
+00:58:33,610 --> 00:58:40,690
+أفعال متميزة، ماشي، هذه بسميها skills عندنا
+
+660
+00:58:40,690 --> 00:58:43,350
+المهارات مع بعض، طبعا هم كتير
+
+661
+00:58:45,980 --> 00:58:50,920
+لنشوف مع بعضه هو أكتر من كده لعيننا مهارة فنية
+
+662
+00:58:50,920 --> 00:58:58,720
+مهارة إنسانية ومهارة إدراكية ما المقصود بالمهارة
+
+663
+00:58:58,720 --> 00:59:05,560
+الفنية أنه إنت تستخدم علمك لخدمتك وتطويرك فالمهارة
+
+664
+00:59:05,560 --> 00:59:10,660
+الفنية استخدام المعرفة هو الخبرة لأداء مهمة وعينة
+
+665
+00:59:10,660 --> 00:59:16,360
+الأن طبيببدي أعمل عملية لازم يكون عنده مهارة فنية
+
+666
+00:59:16,360 --> 00:59:21,940
+يعرف كيف تستوي العملية النوع التاني مهارة إنسانية
+
+667
+00:59:21,940 --> 00:59:30,740
+أنا إنسان القدرة على التعامل مع البشر بعض الأوقات
+
+668
+00:59:30,740 --> 00:59:38,960
+للأسف بتلاقي أن المدير متكبر وشايف نفسه علاش متكبر
+
+669
+00:59:38,960 --> 00:59:42,020
+ان شاء الله قليل شوي لأن هذا ماعنده مهارة إنسانية
+
+670
+00:59:43,590 --> 00:59:47,010
+أو موظف جاي مستعجل بدي ياخد إذن زوجته في المستشفى
+
+671
+00:59:47,010 --> 00:59:52,390
+كذا وماحسش فيه قال روح على مكتبك هذه اسمها مهارة
+
+672
+00:59:52,390 --> 00:59:56,090
+إيش؟ ماعندوش مهارة إنسانية الإنسانية من اسم الشعور
+
+673
+00:59:56,090 --> 01:00:01,930
+بالاخري مهارة إدراكية اللي هو التفكير و القدرة على
+
+674
+01:00:01,930 --> 01:00:05,470
+حل المشاكل بالإدراك هذا بنجيبها من المخ أو من
+
+675
+01:00:05,470 --> 01:00:08,570
+العقل إذا علنا تلات أنواع المهارات
+
+676
+01:00:14,270 --> 01:00:18,250
+مهارة ألف عين إدارة عليا، ألف راوء إدارة وسط، ألف
+
+677
+01:00:18,250 --> 01:00:23,110
+دال إدارة دونية مهارة فنية، مهارة إنسانية، مهارة
+
+678
+01:00:23,110 --> 01:00:27,950
+إدراكية مين طالب شطورة تطلع ترسم هذه المستويات
+
+679
+01:00:27,950 --> 01:00:36,630
+الإدارية تعرفش راح نعمل كيف بتكون ترتيب المهارات
+
+680
+01:00:36,630 --> 01:00:37,150
+هنا؟
+
+681
+01:00:48,140 --> 01:00:50,380
+طبعاً هم هيتفاوتوا في الإدارة العليا غير الإدارة
+
+682
+01:00:50,380 --> 01:00:56,800
+الوسطى غير الإدارة الدنيا مش هيكونوا زي بعض تفضلي
+
+683
+01:00:56,800 --> 01:01:03,600
+معانا محاولة إدارة العليا تحتاج أكتر حاجة للتفكير
+
+684
+01:01:03,600 --> 01:01:12,180
+اسمي لنا يا أنتي أيوة إدراكية
+
+685
+01:01:12,180 --> 01:01:16,420
+إدراكية ممتازة
+
+686
+01:01:18,570 --> 01:01:23,910
+المصطفى تحتاج المهارة الفنية، المهارة الإنسانية،
+
+687
+01:01:23,910 --> 01:01:30,370
+القدرة على التعامل مع البشر، والدارة
+
+688
+01:01:30,370 --> 01:01:35,210
+الدنيا تحتاج المهارة الفنية. ممتاز، الأن يا أخوات
+
+689
+01:01:35,210 --> 01:01:38,390
+التلاتة لازم يكونوا موجودين في كل مستوى، لكن مش
+
+690
+01:01:38,390 --> 01:01:42,040
+بنفس الدرجة، شكرا يا أنتي، بارك الله فيك.الإدارة
+
+691
+01:01:42,040 --> 01:01:46,240
+.. الآن الإدارة العليا كل شغلها التخطيط إذا لازم
+
+692
+01:01:46,240 --> 01:01:49,000
+نوفرلها مهارات إيش إدراكية اللي هي قدرة على
+
+693
+01:01:49,000 --> 01:01:53,400
+التفكير لأنه بيخطط هي التخطيط عشان هيك بتلاقي عادة
+
+694
+01:01:53,400 --> 01:01:58,520
+مكاتب المدرأ في مكان هادي مافعش نقعدك في الفرض أو
+
+695
+01:01:58,520 --> 01:02:03,470
+نقول تخطط، هدوءماشي الإدارة الوسطى خد يبالك من
+
+696
+01:02:03,470 --> 01:02:06,570
+اسمها وسط بالإدارة العليا والإدارة الدنيا فلازم
+
+697
+01:02:06,570 --> 01:02:09,850
+يكون عنده مهارات إيش إنسانية لكن هذا لا يعني أن
+
+698
+01:02:09,850 --> 01:02:12,870
+الإدارة العليا ماعندها مهارة إنسانية عندها بس أكتر
+
+699
+01:02:12,870 --> 01:02:17,130
+شيء في الإدارة ليش الوسطى أخر شيء الناس اللي
+
+700
+01:02:17,130 --> 01:02:19,350
+بيشتغلوا بديهم اللي هي الإدارة الدنيا بيكون عندها
+
+701
+01:02:19,350 --> 01:02:24,010
+مهارة إيش فنية بيكون عندها مهارة فنية الرسمة هذه
+
+702
+01:02:24,010 --> 01:02:26,650
+بتوضح الرسم اللي رسمتنا هي الأخت السحرية
+
+703
+01:02:31,460 --> 01:02:34,320
+مين يشرح الرسمة؟ صعبة؟
+
+704
+01:02:51,930 --> 01:02:56,070
+الشيء المفتوح هو كدا، إنه الناس بتقنية تركز في
+
+705
+01:02:56,070 --> 01:02:59,050
+إدارة الدنيا، موجودة في خلال مهارات بالتحديد
+
+706
+01:02:59,050 --> 01:03:02,250
+التفاؤل، بالنسبة للمهارات، لإدارة الدنيا، لإن
+
+707
+01:03:02,250 --> 01:03:04,430
+الموظفين يبقوا بشغل سيديام، فيجب يكون عندهم
+
+708
+01:03:04,430 --> 01:03:06,930
+بالنسبة عالي من المهارات التالية، عشان ينزلوا
+
+709
+01:03:06,930 --> 01:03:09,310
+أعمال كذا، هو مخطط بالنسبة للإدارة الموسطى
+
+710
+01:03:09,310 --> 01:03:13,190
+والوالية يعني، بالنسبة للإدارة الموسطى، مهم جدا
+
+711
+01:03:13,190 --> 01:03:18,170
+إنه ي ..و عندهم مهارات فنية عشان يناسقوا بين
+
+712
+01:03:18,170 --> 01:03:20,470
+الإدارة العالية و القدرة الدنيا يكونوا يعني فاني
+
+713
+01:03:20,470 --> 01:03:23,630
+تمام الإدارة اللي روحيها طبعا لازم المهارات
+
+714
+01:03:23,630 --> 01:03:27,330
+إدراكية عشان هم المصدر الأساسي اللي خد القرارات
+
+715
+01:03:27,330 --> 01:03:32,870
+اللي .. okay شايفة
+
+716
+01:03:32,870 --> 01:03:41,390
+هذه هذه إيش هتكون إدراكية إنسانية فنية
+
+717
+01:03:46,250 --> 01:03:53,330
+هنا إدراكية إنسانية فنية هنا صغنونة إدراكية
+
+718
+01:03:53,330 --> 01:03:58,550
+إنسانية فنية يعني ممكن تخطيهم شرح زي ما هو عامل
+
+719
+01:03:58,550 --> 01:04:03,390
+كده شايفة؟ الإدراكية أعلى لون عندها في الإدارة
+
+720
+01:04:03,390 --> 01:04:08,550
+العليا، الأزرق اللي هو الإدارة العلياالإنسانية هما
+
+721
+01:04:08,550 --> 01:04:10,590
+المفروض كلهم يكونوا عمهاد إنسانية بس أكتر الناس
+
+722
+01:04:10,590 --> 01:04:13,890
+الوسطة قولها لنا حلقة وسط الفنية اللون الأحمر اللي
+
+723
+01:04:13,890 --> 01:04:18,050
+هو إيش طلع عندها في الإدارة الدنيا واضحة ولا
+
+724
+01:04:18,050 --> 01:04:26,750
+عيدها؟ عيدها؟ عيدها هنا؟ ألا هنا؟ واضحة ولا صعبة؟
+
+725
+01:04:26,750 --> 01:04:32,870
+ليش هنا ندركي لأن هذا تخطيط طبقنا الإنسانية
+
+726
+01:04:32,870 --> 01:04:40,400
+الإتصالطب هنا العمل الفني أو العمل المؤسسة واضح؟
+
+727
+01:04:40,400 --> 01:04:46,200
+عشان هيك هي احنا متقسمة بهذا الشكل هل يجب ان يمتلك
+
+728
+01:04:46,200 --> 01:04:51,620
+رئيس و قصر المهات الدراكية؟ اه طبعا طب هل يجب ان
+
+729
+01:04:51,620 --> 01:04:55,020
+تمتلك الادارة الدنيا المهات الدراكية؟ اه هم كلهم
+
+730
+01:04:55,020 --> 01:04:59,020
+لكن المستويات نفسها بتختلف او درجة التركيز بتختلف
+
+731
+01:05:02,410 --> 01:05:08,090
+متى ينجح الأستاذ مدير حلو يا أستاذ مدير هالي؟ متى
+
+732
+01:05:08,090 --> 01:05:12,250
+ينجح السيد مدير؟
+
+733
+01:05:12,250 --> 01:05:17,790
+بده شوية مهارات تساعده على النجاح نشوف إيش مطلوب
+
+734
+01:05:17,790 --> 01:05:22,390
+منك يا مدير؟
+
+735
+01:05:22,390 --> 01:05:25,530
+لازم
+
+736
+01:05:25,530 --> 01:05:30,270
+المدير الناجح يكون عنده قدرة على الإتصال زي ما
+
+737
+01:05:30,270 --> 01:05:30,630
+هنشوف
+
+738
+01:05:34,510 --> 01:05:37,910
+يعني أنا الآن سبونة جاية عن مدير و أنا جاية في
+
+739
+01:05:37,910 --> 01:05:40,010
+حاجة بنسميها بتعرفوها اللي هي ال body language
+
+740
+01:05:40,010 --> 01:05:44,530
+اللي هي لغة الجسد بتطلع عليه إذا كان شكله مريح
+
+741
+01:05:44,530 --> 01:05:50,250
+مطمئن بتكلم أما إذا كان عصب و مش شايف نفسه أنا
+
+742
+01:05:50,250 --> 01:05:56,170
+جاية بالغلط معلش واضح؟ إذا أول شيء الإتصال مايكونش
+
+743
+01:05:56,170 --> 01:06:02,320
+في كلامه التكبروإن الناس وضعها صعب، لأ لازم يكون
+
+744
+01:06:02,320 --> 01:06:07,040
+دائما بشوش وإنسان محترم الناس تتقبله المدير الناجح
+
+745
+01:06:07,040 --> 01:06:14,780
+ما بيقولش أنا، بيقول نحن، هو فريقه يعني مش معقول
+
+746
+01:06:14,780 --> 01:06:17,540
+شركة زي شركة جوال واحد بس هو الناجح أو هو الواحد
+
+747
+01:06:17,540 --> 01:06:21,860
+المنجح، لأ طبعا هذه إحنا بنواجهها في المدارس تيجي
+
+748
+01:06:21,860 --> 01:06:28,770
+النازرة الأقبل النازرة أنا تقول مع المدلحالك يعني
+
+749
+01:06:28,770 --> 01:06:32,490
+ما شاء الله كاينة super لأ طبعا المدير الناجح
+
+750
+01:06:32,490 --> 01:06:36,470
+بيعمل بروح الفريقة و ليس بروح عنانية لأنه مايفعش
+
+751
+01:06:36,470 --> 01:06:41,670
+إدارة الدات إيش معناه إدارة الدات يتحكم بانفعالاته
+
+752
+01:06:41,670 --> 01:06:46,810
+يتحكم بانفعالاته يكون عصابه تحت السيطرة وكمان يطور
+
+753
+01:06:46,810 --> 01:06:55,570
+نفسه يطور نفسه طبعا المدير الناجح يكون قائد وهذه
+
+754
+01:06:55,570 --> 01:07:00,390
+مش دايما موجودةلما يكون منتشر عندنا الفساد الفساد
+
+755
+01:07:00,390 --> 01:07:05,350
+الإداري بتلاقي جاعد مدير بالواسطة ولا قائد ولا
+
+756
+01:07:05,350 --> 01:07:10,930
+حاجة والمؤسسة ضايع إذا الأصل يكون كل مدير قائد لكن
+
+757
+01:07:10,930 --> 01:07:17,690
+مش دايما موجودة خامسة التفكير الناقد يعني اللي
+
+758
+01:07:17,690 --> 01:07:24,450
+عنده بعض نظر يفكر كويس في مستقبل المؤسسة لا يعني
+
+759
+01:07:24,450 --> 01:07:34,790
+هنا أن يكون المديرعبقرينه، لأ، ماشي، بس يكون ذكي،
+
+760
+01:07:34,790 --> 01:07:39,730
+أيوة، بفهم هو يطير طبعا الـ semantics كتيرة، بس
+
+761
+01:07:39,730 --> 01:07:44,850
+هذه بس ملخصة، لمحة سريعة يكون مهني، يعني محترف في
+
+762
+01:07:44,850 --> 01:07:50,510
+العمل إداريمع الخبرة والممارسة وسنوات العمل بيكون
+
+763
+01:07:50,510 --> 01:07:54,870
+محترف تماما في عمل الإدار بيميز بين الناس، بيعرف
+
+764
+01:07:54,870 --> 01:07:57,830
+إيش الشغل، إيش القرارات، إيش بترتب على هذه
+
+765
+01:07:57,830 --> 01:08:05,050
+القرارات، واضح؟ إذا تعرفنا على الإدارة، تعرفنا على
+
+766
+01:08:05,050 --> 01:08:10,410
+وظائفها الأربعة، بعدين تعرفنا على المدير، تعرفنا
+
+767
+01:08:10,410 --> 01:08:16,590
+على مستويات الإدارة، وتعرفنا على مهارات المديرالآن
+
+768
+01:08:16,590 --> 01:08:19,570
+حابين تاخدوا break قعدوا بالله من الشتاء الرجيم
+
+769
+01:08:19,570 --> 01:08:22,210
+بسم الله الرحمن الرحيم أهلا وسهلا فيكوا في الجزء
+
+770
+01:08:22,210 --> 01:08:25,670
+التاني من هذه المحاضرة قبل ما نبدأ المحاضرة و نكمل
+
+771
+01:08:25,670 --> 01:08:28,610
+ان شاء الله على منظمات الأعمال في أمامنا تنشيط
+
+772
+01:08:28,610 --> 01:08:33,310
+للذاكرة في عندنا هذا واحدة منكوا بدها توصل للجامعة
+
+773
+01:08:33,310 --> 01:08:40,330
+إيش الطريقة اللي ممكن تمشي فيها؟ كده هتصرف تلاتة
+
+774
+01:08:47,860 --> 01:08:48,880
+هذه الصحة مثلًا.
+
+775
+01:09:02,600 --> 01:09:05,140
+في طريقة تانية، بدل ما نفكر في الولد.
+
+776
+01:09:07,900 --> 01:09:08,540
+في الولد.
+
+777
+01:09:12,040 --> 01:09:17,560
+على فكرة، هذا جسد، ممكن تمشي من تحته.طب احنا ممكن
+
+778
+01:09:17,560 --> 01:09:25,680
+نشكل بالتفكير، من هنا إيش رايكم؟ ممكن نعكسها؟
+
+779
+01:09:25,680 --> 01:09:34,600
+طريق، طريق، نشوف حالة نوصل ولا نوجف، طلعة، ممتازة،
+
+780
+01:09:34,600 --> 01:09:37,700
+هذا الجثة دي عندي مش طريق زي ما حكيتها طب افرض
+
+781
+01:09:37,700 --> 01:09:45,780
+جامعة هنق جارت اتنين، هاي هنق، ماشي هنق، ماشي هنق،
+
+782
+01:09:48,030 --> 01:09:52,230
+ماشية، هوبة، معلش
+
+783
+01:09:52,230 --> 01:09:59,250
+أنا سمية أو لا، حكوا واحد، تشوف إيش بيطلع معاهم
+
+784
+01:09:59,250 --> 01:10:03,730
+على
+
+785
+01:10:03,730 --> 01:10:10,310
+فكرة أنا ضايقت في الطريق أه، خلاص، مافيش إمكانية،
+
+786
+01:10:10,310 --> 01:10:12,090
+إذا الحل هنا إيش؟ تلاتة
+
+787
+01:10:16,470 --> 01:10:20,950
+بتعون الفيزيا نمسح
+
+788
+01:10:20,950 --> 01:10:31,930
+خيط الطريق هادئ مين الحوض اللي هيمتلق أولاً؟
+
+789
+01:10:31,930 --> 01:10:32,670
+تسألوني؟
+
+790
+01:10:55,010 --> 01:11:01,530
+ممتاز، المي هتنزل من
+
+791
+01:11:01,530 --> 01:11:05,170
+اتنين لتلاتة و تروح على أربعة متري و هكذا، ممتاز
+
+792
+01:11:05,170 --> 01:11:11,190
+هو
+
+793
+01:11:11,190 --> 01:11:11,990
+ده السؤال اللي غزه
+
+794
+01:11:20,480 --> 01:11:29,740
+أهوال موجود وعزمى فقود؟ إيش بطلع؟ الهوى لو فقدناه
+
+795
+01:11:29,740 --> 01:11:36,040
+مش بيتموت؟ طيب الميه،
+
+796
+01:11:36,040 --> 01:11:38,580
+الإجابة الميه، الميه لما يكون موجود ولعبان، لكن
+
+797
+01:11:38,580 --> 01:11:41,640
+لما نعتش، بصير أغلى حاجة عندنا
+
+798
+01:11:46,950 --> 01:11:50,450
+إيش الشوق هالي سهلة؟ بتحرق نفسها لاتفيد غيرها
+
+799
+01:11:50,450 --> 01:11:57,110
+الشمعة يا شموعة شجرة
+
+800
+01:11:57,110 --> 01:12:03,270
+مالهاش ضل ومالهاش تيمار ألاقم
+
+801
+01:12:03,270 --> 01:12:10,970
+ذاكره منيح أخت
+
+802
+01:12:10,970 --> 01:12:13,090
+ولدتك لكن مش خالتك أمك
+
+803
+01:12:17,720 --> 01:12:26,100
+طب هذه تشابهات، يلّا عشان نبدأ المحاضرة أول
+
+804
+01:12:26,100 --> 01:12:29,300
+حاجة الطقية ما هي الطقية؟ لون الطقية، اللون اللي
+
+805
+01:12:29,300 --> 01:12:33,120
+.. الـsurface تبع الطقية أيوة، واحد أحمر والتاني
+
+806
+01:12:33,120 --> 01:12:34,600
+move أيضا
+
+807
+01:12:48,080 --> 01:12:59,500
+تعمل عافية طبعا هنا
+
+808
+01:12:59,500 --> 01:13:11,280
+زائد هنا ناقص ممتاز هذي لفوق و هذي ده هنا ايوة
+
+809
+01:13:11,280 --> 01:13:14,160
+هذي كده او هذي كده ماشي قط في الضوء افضل
+
+810
+01:13:28,550 --> 01:13:35,230
+هذه اتفضلي اه هذه هذه smile وهذه حزينة هذه فيها
+
+811
+01:13:35,230 --> 01:13:38,670
+انف هذه مالهاش او هو نفس ال temp وهذه هذه حكينا
+
+812
+01:13:38,670 --> 01:13:47,010
+عنها والزائد والناقص وهذه هم
+
+813
+01:13:47,010 --> 01:13:52,440
+خمسة بسإنتوا قادرة يعني أنا مش عارف ماشي نروح على
+
+814
+01:13:52,440 --> 01:13:56,260
+المحاضرة نشط
+
+815
+01:13:56,260 --> 01:14:08,520
+ولا لسه ان شاء الله business
+
+816
+01:14:08,520 --> 01:14:13,940
+organization أو منظمات الأعمال ما المقصود
+
+817
+01:14:13,940 --> 01:14:22,720
+بالمنظمة؟طبعا كلمة منظمة مشتقة من النظام منظمة
+
+818
+01:14:22,720 --> 01:14:27,980
+مشتقة من إيش؟ من النظام شغل النظام أو شغل منظمة
+
+819
+01:14:27,980 --> 01:14:33,980
+عبارة عن كيان مستقل مكون مجموع من الأفراد بتنفيهم
+
+820
+01:14:33,980 --> 01:14:38,740
+تقسيم العمل لحتى نوصل لهداف إيش المصدر خودي بالك
+
+821
+01:14:38,740 --> 01:14:42,140
+كلمة هداف طلعلنا في كل تعريف كلمة هداف طلع في كل
+
+822
+01:14:42,140 --> 01:14:48,850
+إيش تعريف إذا المنظمةبدأنا وياكوا نعمل شركة إذا
+
+823
+01:14:48,850 --> 01:14:53,210
+إحنا مجموعة من الأفراد هنأسس كيان نسميه شركة إله
+
+824
+01:14:53,210 --> 01:14:58,890
+إيش إله هدف معين طبعا عشان نوصل لهدف لازم نعمل
+
+825
+01:14:58,890 --> 01:15:03,110
+تقسيم الأعمال اللي حكيناها تسويق أفراد إنتاج و
+
+826
+01:15:03,110 --> 01:15:09,370
+هكذا إذا كيان بيأسسوا مجموعة من الأفراد بيقسموا
+
+827
+01:15:09,370 --> 01:15:13,950
+على بعضهم الشغل حتى يتم تحقيق الأهداف هذا المنظمة
+
+828
+01:15:13,950 --> 01:15:21,200
+بشكل عامسواء كانت مستشفى أو إنسان أو حديقة أو أي
+
+829
+01:15:21,200 --> 01:15:26,760
+حاجة منظمات الأعمال اللي هي الـ Private Structure
+
+830
+01:15:26,760 --> 01:15:32,260
+اللي هي القطعة الخاصة اللي بتختلف عن هذه شغل
+
+831
+01:15:32,260 --> 01:15:38,440
+القطعات الخاصة إما منظمة فردية زي مثلا Cofairعمل
+
+832
+01:15:38,440 --> 01:15:45,620
+واضح إن هذه منظمة لشخص واحد أو جماعية شركة جوال
+
+833
+01:15:47,110 --> 01:15:51,110
+ماشي، اللي هم نشاط معين، إيش بيكون هدفهم؟ الأرباح
+
+834
+01:15:51,110 --> 01:15:55,850
+إذا كان مؤسسة هدفها الربح بتكون منظمة أعمال أو
+
+835
+01:15:55,850 --> 01:16:02,610
+قطعة خاصة هي الأداء قطعة خاصة ما هو الربح؟
+
+836
+01:16:02,610 --> 01:16:08,330
+profit ما شاء الله ما هو الربح؟ هو عبارة عن
+
+837
+01:16:08,330 --> 01:16:15,850
+الإيراد أكبر من التكاليف إذا كان إيرادنا ألف
+
+838
+01:16:17,000 --> 01:16:25,800
+تكاليفنا 500 مين أكتر؟ ألف ناقص 500 موجب 500 إذا
+
+839
+01:16:25,800 --> 01:16:29,300
+الربح عبارة عن الإيراد حاصل التكاليف بإشارة موجبة
+
+840
+01:16:29,300 --> 01:16:33,600
+للإيراد هذا هو إيش؟ الأرباح وهو الهدف النهائي
+
+841
+01:16:33,600 --> 01:16:38,460
+للقطاعات الخاصة هو الهدف النهائي للقطاع الخاص إذا
+
+842
+01:16:38,460 --> 01:16:43,620
+عندنا شركة جوال هدفها تحقيق الأرباحبعض الجامعات
+
+843
+01:16:43,620 --> 01:16:46,720
+اللي عندنا اللي ظهرت حديثا زي جامعة فلسطين وجامعة
+
+844
+01:16:46,720 --> 01:16:52,400
+غزة هذه شركات مساهمة هدفها الأرباح البنوك كلها
+
+845
+01:16:52,400 --> 01:16:56,120
+عندنا شركات مساهمة هدفها أيش الأرباح لأن أي مؤسسة
+
+846
+01:16:56,120 --> 01:16:59,440
+صغيرة كبيرة أنت لوحدك فيها المدير أو معاك شركاء
+
+847
+01:16:59,440 --> 01:17:04,560
+هدفك الأرباح بنسميها قطاع خاص أو منظمات أعمل قطاع
+
+848
+01:17:04,560 --> 01:17:08,680
+خاص هي الأدقما هي أنواع المنظمات خُد يبقى لك
+
+849
+01:17:08,680 --> 01:17:11,580
+السؤال بيقول ما هي أنواع المنظمات مش ما هي أنواع
+
+850
+01:17:11,580 --> 01:17:17,340
+منظمات العمال إيش أنواع المنظمات؟ أول شيء الحكومة
+
+851
+01:17:17,340 --> 01:17:24,600
+اللي هي منظمات العامة public
+
+852
+01:17:24,600 --> 01:17:28,200
+sector تهدف
+
+853
+01:17:28,200 --> 01:17:37,490
+لخدمة فقط بدك تعمل جوال سفةاللي بتطلع شهادة ميلاد
+
+854
+01:17:37,490 --> 01:17:42,690
+شهادة حسن سورة وسلوك هذه كلها منظمات عامة بتروح
+
+855
+01:17:42,690 --> 01:17:48,490
+للدولة أو للحكومة زي الدفاع والأمن والشغل المدني
+
+856
+01:17:48,490 --> 01:17:54,830
+ماشي طبعا في برضه منظمات أخرى ليهم مؤسسات حكومية
+
+857
+01:17:54,830 --> 01:17:59,610
+بتتبع الحكومة زي .. بس خد بالك الشغلات هذه بدت
+
+858
+01:17:59,610 --> 01:18:06,850
+تتخصص تتخص خصةالموانئ المطارات المصالح المياه هذه
+
+859
+01:18:06,850 --> 01:18:11,350
+مؤسسات تتبع الحكومة لكن ممكن خص خصتها لكن الأمور
+
+860
+01:18:11,350 --> 01:18:17,470
+الأمنية بضرها تتبع الحكومة منظمات دولية زي الأمم
+
+861
+01:18:17,470 --> 01:18:22,270
+المتحدة وكالة الانروا سفارة الدولة هي دولية بتكون
+
+862
+01:18:22,270 --> 01:18:28,990
+ال NGOs اللي هي المنظمات الخيرية جمعية
+
+863
+01:18:28,990 --> 01:18:32,450
+الإيغاتا الإسلامية
+
+864
+01:18:34,160 --> 01:18:37,680
+إذا الـ NGOs هي منظمات تهدف لتقديم خدمات وتبرعات
+
+865
+01:18:37,680 --> 01:18:45,640
+مساعدات إنسانية مش ربحية لأ زي اللي بوزعوا شنط
+
+866
+01:18:45,640 --> 01:18:52,480
+وقسوة العيد هما دول تعونيات مجموعة من الناس في
+
+867
+01:18:52,480 --> 01:18:56,120
+تخصص معين بيعملوا حاجة زي جمعية زي جمعية الزراعة
+
+868
+01:18:56,120 --> 01:19:08,200
+مثلا أو جمعية حماية المستهلكهذه تعاونيات إذا
+
+869
+01:19:08,200 --> 01:19:13,980
+عندنا المنظمات الحكومية اللي هي الحكومة مثلا وزارة
+
+870
+01:19:13,980 --> 01:19:24,340
+المالية إيش بتكون حكومة كلمة وزارة ومصلحة ماشي هذه
+
+871
+01:19:24,340 --> 01:19:30,580
+حكومة زي في مصر مصلحة الدرائب هذه إيش؟ هذه حكومة
+
+872
+01:19:30,580 --> 01:19:32,220
+طبعا المسميات بتختلف
+
+873
+01:19:35,400 --> 01:19:39,120
+الصليب الأحمر والهيال الأحمر والسفارات والـ Honor
+
+874
+01:19:39,120 --> 01:19:45,560
+وهذه كلها دولية دولية ال
+
+875
+01:19:45,560 --> 01:19:49,940
+NGOs منتشرة عنا احنا من حوال 300 جمعية هي جمعية
+
+876
+01:19:49,940 --> 01:19:55,380
+تقدم خدمات فقط وليست ربحية تعاونية تقولنا مجموعة
+
+877
+01:19:55,380 --> 01:19:58,960
+من الناس بكونه جمعية زي جمعية حماية المستخدم جمعية
+
+878
+01:19:58,960 --> 01:20:04,220
+الزراعة الاقتصاد وهكذا لأن هذه عبارة عن أنواع إيش
+
+879
+01:20:05,120 --> 01:20:11,620
+المنظمات بشكل مختصر لسه
+
+880
+01:20:11,620 --> 01:20:14,360
+طول ما حكينا عن منظمة قلت لكم خدوا بالكم إنها
+
+881
+01:20:14,360 --> 01:20:21,880
+مشتقة من نظام هل ممكن نلاقي منظمة بنغلق على نفسها
+
+882
+01:20:21,880 --> 01:20:27,860
+و تختلطش في الناس و الناس ماختلطوش فيها؟ لأ إذا
+
+883
+01:20:27,860 --> 01:20:31,160
+عندنا المنظمات Open System
+
+884
+01:20:33,520 --> 01:20:39,720
+ماذا يعني urban system؟ تؤثر وتتأثر يعني مثلا
+
+885
+01:20:39,720 --> 01:20:46,580
+عندنا يوم 1،1،2020 ميلادي إن شاء الله إجازة هل
+
+886
+01:20:46,580 --> 01:20:49,780
+ينفعني أن أقول في الجامعة لأ؟ نحن نجي ندور؟ مفهوش
+
+887
+01:20:49,780 --> 01:20:54,840
+حسب البيئة بمشي إذا احنا عطلنا يوم 1،1 إذا احنا
+
+888
+01:20:54,840 --> 01:21:01,700
+اتأثرنا ماشي ايضا احنا بنؤثر في المؤسسة بنؤثر في
+
+889
+01:21:01,700 --> 01:21:08,080
+إيش؟ في المجتمعكيف لما ناخد موظفين لما نقدم خدمات
+
+890
+01:21:08,080 --> 01:21:16,860
+ومنتجات إذا جميع المؤسسات مؤسسات open system شو
+
+891
+01:21:16,860 --> 01:21:22,080
+معناك less closed system الجوال هذا شايفه من
+
+892
+01:21:22,080 --> 01:21:26,420
+الخارج لكن من الداخل شايف حاجة طب هو بيحس أنه فيه
+
+893
+01:21:26,420 --> 01:21:31,510
+هواالـ closed system مش موجود مافيش حاجة اسمها ان
+
+894
+01:21:31,510 --> 01:21:35,850
+انت تقعد في صندوق و تسكري عن نفسك الا تتأثر اذا ال
+
+895
+01:21:35,850 --> 01:21:41,230
+open system جميع منظماتنا open system تؤثر و تتأثر
+
+896
+01:21:41,230 --> 01:21:47,530
+بإيش؟ بالبيئة النظام المفتوح عبارة عن عدة أجزاء
+
+897
+01:21:47,530 --> 01:21:52,450
+تتفاعل مع بعضها البعض قلنا
+
+898
+01:21:52,450 --> 01:21:55,750
+عن إجازة الموظفين و الطلاب مش راح ييجوا أبواب
+
+899
+01:21:55,750 --> 01:21:57,150
+الجامعة هتغلق خلاص
+
+900
+01:22:00,540 --> 01:22:04,380
+إذن النظام عبارة عن كيان متكوّم من عدة أجزاء
+
+901
+01:22:04,380 --> 01:22:07,440
+تتفاعل مع بعضها البعض ونحول المدخلات إلى إيش إلى
+
+902
+01:22:07,440 --> 01:22:13,540
+مخرجات زي ما توحكينا الآن الموظفين من وين بنجيبهم؟
+
+903
+01:22:13,540 --> 01:22:19,340
+من المجتمع بيشتغلوا بقدموا خدمات وإيش ومنتجات إذن
+
+904
+01:22:19,340 --> 01:22:22,820
+ببساطة يا أخوات النظام المفتوح هو النظام اللي يؤثر
+
+905
+01:22:22,820 --> 01:22:30,430
+ويتأثر بالبيئة المحيطة جالوا أضرب خلاص أضربدوام
+
+906
+01:22:30,430 --> 01:22:36,210
+خلاص دوام نطلعش عن القاعدة، واضح؟ أما أن الشكل
+
+907
+01:22:36,210 --> 01:22:39,450
+بيوضح شو معناه البيئة أو شو معناه النظام المفتوح
+
+908
+01:22:39,450 --> 01:22:43,970
+بالمهم نبدأ من اليمين و لا من الشمال؟ يمينكوا ولا
+
+909
+01:22:43,970 --> 01:22:46,990
+شمالكوا؟
+
+910
+01:22:46,990 --> 01:22:52,410
+صلاة النبي أه
+
+911
+01:22:52,410 --> 01:22:57,110
+طب بتبدأوا شجلاب طول آية أه مش شايفين؟
+
+912
+01:23:00,050 --> 01:23:02,370
+لأ أنا أسأل من أين نقطة الانطلاقة في الرسم
+
+913
+01:23:02,370 --> 01:23:11,470
+بالمدخلات اللي عندى مدخلات عمليات مخرجات يعني إنتي
+
+914
+01:23:11,470 --> 01:23:14,550
+بدك تعمل جاتو مابتقولش تفضل جاتو تروح تشتري مرات
+
+915
+01:23:14,550 --> 01:23:18,170
+الخام تعمل العجينة و تحطيها في الفرن بطلع جاتو مش
+
+916
+01:23:18,170 --> 01:23:25,010
+العكس ال 6Ms ده و شرحناهم بصير عليهم شغل بتحول
+
+917
+01:23:25,010 --> 01:23:30,410
+المدخلات لإيش لمخرجات ما هي المخرجاتإما السلاع ليه
+
+918
+01:23:30,410 --> 01:23:34,430
+ال product زي هذه جلم مسكافي ليه حاجة ملموسة يعني
+
+919
+01:23:34,430 --> 01:23:42,290
+ماشي أو خدمة زي التعليم العلاج ليه الصحة ماشي
+
+920
+01:23:42,290 --> 01:23:48,510
+الصلاة هذه كلها خدمات أو معذفة تخت علم أو معلومات
+
+921
+01:23:48,510 --> 01:23:52,590
+معينة طبعا هنا ممكن تكون المعلومات تأليف مثلا
+
+922
+01:23:52,590 --> 01:23:58,460
+ticket بشعر قصة ممكن تكون إيش مخرجةالمخرجات بترجع
+
+923
+01:23:58,460 --> 01:24:04,620
+تاني إيش بتصير؟ مدخلات و هكذا البيئة الخارجية
+
+924
+01:24:04,620 --> 01:24:08,840
+بنلاقي فيها ال 6Ms والبيئة الخارجية بتطلع إليها
+
+925
+01:24:08,840 --> 01:24:12,160
+المخرجات إذا المدخلات من أين بدي أجيبها من البيئة
+
+926
+01:24:12,160 --> 01:24:16,220
+الخارجية؟ طب المخرجات أين هتروحها البيئة الخارجية؟
+
+927
+01:24:16,220 --> 01:24:20,320
+المنظمية اللي هتحول المدخلات لإيش؟ لمخرجات دعنا
+
+928
+01:24:20,320 --> 01:24:22,540
+ناخد example بسيط يوضح الكلام هذا
+
+929
+01:24:29,150 --> 01:24:36,970
+عنا مصنع موبيليا الهولتات إيش الموارد الخام تبعته؟
+
+930
+01:24:36,970 --> 01:24:47,290
+إنسان يا جماعة وخشب وألات طيب إيش هيطلع هنا؟
+
+931
+01:24:47,290 --> 01:24:55,950
+كراسي، طاولات وغرف نوم وهاكذا طب كيف الخشب يبدأ
+
+932
+01:24:55,950 --> 01:24:56,770
+يصير كرسي؟
+
+933
+01:25:03,320 --> 01:25:09,880
+قطع، تصميم، لزق، دهان، هذه ما نسميها عمليات، لان
+
+934
+01:25:09,880 --> 01:25:15,800
+خودي بالة، من أين نجيب الخشبات؟ من الغابة، اللي هي
+
+935
+01:25:15,800 --> 01:25:21,340
+البيئة الخارجية، بنروح بنجيب الخشب و نوديه على
+
+936
+01:25:21,340 --> 01:25:27,570
+المصنع، المصنع بيظبط و بيصنعوش و بيصيرالسلع، ماشي،
+
+937
+01:25:27,570 --> 01:25:30,770
+اللي هي الكراسي والطاولات وين هيودية؟ هيودية على
+
+938
+01:25:30,770 --> 01:25:35,110
+المجتمع، لأن أنا بجيب من المجتمع المواد الخام
+
+939
+01:25:35,110 --> 01:25:49,170
+وبصدر للمجتمع السلع والخدمات واضح؟ عيد؟ سهل؟ توصلت
+
+940
+01:25:49,170 --> 01:25:53,730
+السؤال هذا كيف نعرف إن المنظمة أو المؤسسات
+
+941
+01:25:53,730 --> 01:25:58,810
+المتمكنةأو سيئة لأ لأ لأ ماتروحيش على الكوفيرة
+
+942
+01:25:58,810 --> 01:26:04,210
+فلان هتخربك شعرك بتخافي تروحي لأ الدكتور فلان شاطر
+
+943
+01:26:04,210 --> 01:26:09,270
+متمكن روح عنده إذا ما هي مؤشرات قياس أداء نجاح
+
+944
+01:26:09,270 --> 01:26:13,670
+المؤسسات؟ وقتش بعرف إن المؤسسة ناجحة ولا فاشلة
+
+945
+01:26:13,670 --> 01:26:20,110
+انتوا طبعا حكيتوا في الموضوع عندنا فاعلية كفاءة
+
+946
+01:26:20,110 --> 01:26:27,270
+إنتاجية نبدأ من تحت لفوقالإنتاجية ببساطة يا أخوات
+
+947
+01:26:27,270 --> 01:26:35,470
+اللي هي الجودة الجودة
+
+948
+01:26:35,470 --> 01:26:42,350
+quality ما هي الجودة؟
+
+949
+01:26:42,350 --> 01:26:48,950
+ممتاز
+
+950
+01:26:48,950 --> 01:26:55,990
+درجة الإشباع عاليةيعني تحقيق الأهداف بتكون عالية
+
+951
+01:26:55,990 --> 01:27:03,870
+عندنا إنتاجية وعندنا إنتاج في فرق ولا زي بعض ما
+
+952
+01:27:03,870 --> 01:27:07,630
+الفرق بين الإنتاج والإنتاجية الإنتاجية أفضل تكون
+
+953
+01:27:07,630 --> 01:27:11,530
+نفس الناس اللي بيقدر بس الإنتاجية بميزات أفضل من
+
+954
+01:27:11,530 --> 01:27:15,230
+الإنتاجية جمع الإنتاجية الجودة والإنتاج الإنتاج
+
+955
+01:27:15,230 --> 01:27:21,070
+نفسه ممكن تكون شغل فهي أو نفسها العدد يعني أنت
+
+956
+01:27:21,070 --> 01:27:26,990
+عملتيتلات أجلام هذا إنتاج كم انتجت اليوم؟ تلات
+
+957
+01:27:26,990 --> 01:27:33,910
+أجلام طيب، أكم جلم كويس؟ اتنين، هذا الإنتاجي،
+
+958
+01:27:33,910 --> 01:27:38,730
+واضح؟ إنتاجية ليه الجودة؟ يعني أنت فصلتش البابين،
+
+959
+01:27:38,730 --> 01:27:42,970
+واحد طلع واو، واحد طلع استغفر الله إذا الإنتاج
+
+960
+01:27:42,970 --> 01:27:47,790
+اتنين، لكن الإنتاجية طلعت واحد الكفاءة،
+
+961
+01:27:47,790 --> 01:27:49,670
+ما هي الكفاءة؟
+
+962
+01:27:51,680 --> 01:27:58,960
+حسن استغلال الموارد الكفاءة
+
+963
+01:27:58,960 --> 01:28:05,280
+انت حصلت في المادة 95 معناه حققت جدفك بتفوق لأن
+
+964
+01:28:05,280 --> 01:28:09,080
+الكفاءة هي التفوق الآن أخد طلع متن فيه ده لأ سمح
+
+965
+01:28:09,080 --> 01:28:15,380
+الله كده حب حرارة ولا إشي راحت للطبيبة أعطتها علاج
+
+966
+01:28:15,380 --> 01:28:20,870
+أمامنا حالياإما العلاج يخفي المرض تماما في مصير
+
+967
+01:28:20,870 --> 01:28:26,850
+الكفاءة أو إنه يخفي لكن يظل أتار فبنسميهاش فعليًا
+
+968
+01:28:26,850 --> 01:28:31,650
+إذا إنت لو حصلت 95% أو تماما 95% بنسميها كفاءة
+
+969
+01:28:31,650 --> 01:28:41,230
+أحسنت الاستغلال أما لو جبت 60% ناجحة عفواً 70%
+
+970
+01:28:41,230 --> 01:28:49,350
+الناجحة في المجلس 70% إذا لو جبنا 70% ناجحينفعلية،
+
+971
+01:28:49,350 --> 01:28:55,330
+ماشي الحال، لكن لو جيبنا 95 فعلية وكفاءة يعني إني
+
+972
+01:28:55,330 --> 01:29:00,270
+أنا انجحت واتفوقت زي الماضي اللي اختفى تماما أما
+
+973
+01:29:00,270 --> 01:29:06,270
+70 يعني إيه ابنك و لا بنتك جايب في دوجية خمسية و
+
+974
+01:29:06,270 --> 01:29:12,430
+أنا الكفاءة اللي عنده؟ على الحفة، ماشي، إذا لما
+
+975
+01:29:12,430 --> 01:29:19,790
+انحقق الهدف بالحد الأدنى من الموارد فعليالكن لما
+
+976
+01:29:19,790 --> 01:29:27,870
+نحقق الهدف بتميز كفاءة لما يكون عندي جودة إنتاجية
+
+977
+01:29:27,870 --> 01:29:39,690
+واضح؟ إذا سؤال ما الفرق بين الفاعلية والكفاءة شركة
+
+978
+01:29:39,690 --> 01:29:45,090
+بتربح في الوحدة اتنين شكل وشركة تانية بتربح تلات
+
+979
+01:29:45,090 --> 01:29:53,280
+شكل مين الأحسن؟ ماشي رأيك؟إيش شركة جامعة؟ تصبحوا
+
+980
+01:29:53,280 --> 01:30:05,780
+اتنين ولا تلاتة؟ تلاتة، الكفاءة الفعلية لقد
+
+981
+01:30:05,780 --> 01:30:19,600
+نجحنا سبعين لقد نجحنا بتفوق خمسة
+
+982
+01:30:19,600 --> 01:30:24,800
+وتسعينالكفاءة معناها إن احنا استغلنا الموارد بشكل
+
+983
+01:30:24,800 --> 01:30:34,140
+جيد هذه لأ، عدم استغلالها إذاً الكفاءة معناها إن
+
+984
+01:30:34,140 --> 01:30:39,240
+أنا متفوقة ومتميزة الفعلية نجحنا على الحفة، نجحنا
+
+985
+01:30:39,240 --> 01:30:43,220
+خلاص يعني زي لما واحد ابنه في توجيه ينجح وماكنش
+
+986
+01:30:43,220 --> 01:30:48,300
+متوقع ينجح يروح يجيبه الـ 50% ويجيبله فدعوس فعلية
+
+987
+01:30:49,630 --> 01:30:54,750
+واحد تاني ابنه جالب 99 قعد بعيد إذا
+
+988
+01:30:54,750 --> 01:30:57,090
+استخدام الموارد المتاحة بشكل جديد لوصول الأهداف
+
+989
+01:30:57,090 --> 01:31:03,890
+بنسميها كفاءة أما الوصول لأهداف وخلاص فعليا هيا
+
+990
+01:31:03,890 --> 01:31:09,170
+أمامنا على الصبون إذا
+
+991
+01:31:09,170 --> 01:31:12,370
+حققت أهدافك خلاص أنا جبت ماجستير ده ليش تقدير
+
+992
+01:31:12,370 --> 01:31:19,230
+مقبول فعليا أنا جبت ماجستير معدل 90% كفاءة
+
+993
+01:31:20,440 --> 01:31:23,380
+الإنتاجية قُلنا هي الجودة، الإنتاجية هي إيش
+
+994
+01:31:23,380 --> 01:31:33,040
+الجودة؟ عيد؟ صعبة؟ استغلال، مكتوبة بالهندي،
+
+995
+01:31:33,040 --> 01:31:38,500
+ماعليش، إذا أنا صناعة تلت أقلام، في منهم اتنين
+
+996
+01:31:38,500 --> 01:31:41,260
+كواسين وواحد عاطل، أنا بسميها إنتاجية
+
+997
+01:31:45,620 --> 01:31:49,840
+النوع المنظمات حسب الفعلية والكفاءة، هاي استخدام
+
+998
+01:31:49,840 --> 01:31:55,160
+المواد، هاي إنجاز الأهداف، مين أحسن واحد في يومها؟
+
+999
+01:31:55,160 --> 01:32:01,980
+مين أحسن واحد في الأربعة؟ هذا،
+
+1000
+01:32:01,980 --> 01:32:06,540
+زي ما أنت جيب الـ95%. خُد بالك الفعلية تسبق
+
+1001
+01:32:06,540 --> 01:32:10,280
+الكفاءة وليس العكس، أنا بنجح، بعدين بتفوق، مش
+
+1002
+01:32:10,280 --> 01:32:14,000
+بتفوق، بعدين بنجح، لأ، بدل منتفوق يعني ناجح،
+
+1003
+01:32:16,650 --> 01:32:21,030
+إذن فعليا إحنا أداتنا منجزة و مستغلين موادنا بشكل
+
+1004
+01:32:21,030 --> 01:32:28,170
+جيد هذا اللي جايب 70 زي ما هو كتبلك فعال لكن مش
+
+1005
+01:32:28,170 --> 01:32:35,470
+كفاء نجح .. نجح فقط المواد مافيش لمواد بتبلعب طول
+
+1006
+01:32:35,470 --> 01:32:47,970
+السنة هنا واحد جايب مثلا 40%24 ساعة و هو بذاكر و
+
+1007
+01:32:47,970 --> 01:32:52,090
+كيف راسب؟ معناه عشان يحقق الهداف و يضيع في الوقت
+
+1008
+01:32:52,090 --> 01:33:01,750
+هذا أسوأ واحد من هذا الفاشل لا بدرس و لا بنجح و لا
+
+1009
+01:33:01,750 --> 01:33:06,370
+يحزن انه صارله 15 سنة بتوجيهه
+
+1010
+01:33:06,370 --> 01:33:10,290
+إذن أفضل واحد هذا اللي هو الفعلية و الكفاءة هو هذا
+
+1011
+01:33:10,290 --> 01:33:14,410
+المطلوب قال عليه الصلاة و السلام ليش قال ان الله
+
+1012
+01:33:14,410 --> 01:33:18,870
+يحبهأيوة، إذا عملها حدك وما عملنيش أساوي فيه، أشلف
+
+1013
+01:33:18,870 --> 01:33:22,110
+جوه، أي كلام؟ لأ، أن يتقنها والتقنية دي مرحلة
+
+1014
+01:33:22,110 --> 01:33:30,570
+الفعلية والكفاءة ناجح، ع الحفة، فعال بس، بتعب و
+
+1015
+01:33:30,570 --> 01:33:36,090
+بشجع و بجيبش أهداف، وضعي وحش، هان الحمد لله لها دي
+
+1016
+01:33:36,090 --> 01:33:38,930
+و لها دي، الوضع سيء جدا بكونه
+
+1017
+01:33:42,610 --> 01:33:45,930
+ما هي الاتجاهات الحديثة الموجودة في عالمنا اليوم
+
+1018
+01:33:45,930 --> 01:33:52,250
+أثرت على الإدارة وسليبها؟ زي ما انتوا عارفين في
+
+1019
+01:33:52,250 --> 01:33:58,890
+عندنا مصطلحات مين
+
+1020
+01:33:58,890 --> 01:34:05,730
+حاب يقرأ المحاضرة
+
+1021
+01:34:05,730 --> 01:34:08,330
+هتشرح علي عشان هو المحاضرة بعدك انت هتشرحها فيك
+
+1022
+01:34:08,330 --> 01:34:10,810
+ماشي
+
+1023
+01:34:13,310 --> 01:34:16,490
+يلّا يا واحدة منكم، انت رشح نفسك لانتخابات سحب
+
+1024
+01:34:16,490 --> 01:34:20,550
+متحمس، اتفضلي اتجاهات الحديثة التي أشمرت المنظومات
+
+1025
+01:34:20,550 --> 01:34:24,330
+على تغيير في أساليب إدارتها أهمية رأس المال الفكري
+
+1026
+01:34:24,330 --> 01:34:27,470
+والمعرفي المال الفكري والمعرفي اللي هو عقل الإنسان
+
+1027
+01:34:27,470 --> 01:34:32,910
+تغير مفهوم إصدار الأوامر والرقادة على العمل زمان
+
+1028
+01:34:32,910 --> 01:34:38,770
+كانت أوامر صادمة الأهم المشركة اشركوا جميعا
+
+1029
+01:34:42,770 --> 01:34:46,070
+كذا مشروع حكيناها المدير الناجح بحكي نحنا وما
+
+1030
+01:34:46,070 --> 01:34:50,790
+بحكيش أنا نقص دور التكنولوجيا بشكل كبير في منظومات
+
+1031
+01:34:50,790 --> 01:34:53,430
+الأعمال يعني لو روحت المؤسسة و لسه ماسك ولا جوالة
+
+1032
+01:34:53,430 --> 01:34:57,650
+و بكتب بتقولي إيش البدايين هدول؟ شوف الناس و نوصلت
+
+1033
+01:34:57,650 --> 01:35:01,630
+و هدول؟ التكنولوجيا دخلت في كل مؤسسة في العالم
+
+1034
+01:35:01,630 --> 01:35:04,950
+أجلب؟
+
+1035
+01:35:09,980 --> 01:35:19,040
+لسة بتكتبوا؟ أيضًا من ضمن الاتجاهات شبكات
+
+1036
+01:35:19,040 --> 01:35:23,800
+الاتصال المتطورة، تطلعات جديدة للقوة العامة الان
+
+1037
+01:35:23,800 --> 01:35:26,440
+زي ما انت شايف المواقع التواصل الاجتماعي أحد أشكال
+
+1038
+01:35:26,440 --> 01:35:31,080
+شبكات الاتصال بتقلب الرعي العام في البلد وبتأثر
+
+1039
+01:35:31,080 --> 01:35:34,960
+على الدول والحكومات اتنين أو البعدها الاهتمام
+
+1040
+01:35:34,960 --> 01:35:38,180
+والموازن بينتطلعات جديدة للقوة العامة اللي هم حقوق
+
+1041
+01:35:38,180 --> 01:35:42,460
+العمال، حقوق إيش؟ العمال، أيوة الاهتمام والموازنة
+
+1042
+01:35:42,460 --> 01:35:45,400
+بين حياتك الفرد وعملك، مش كل يومك للشغل ولا كل
+
+1043
+01:35:45,400 --> 01:35:49,200
+يومك إلك، انوازن بين الإتنين التركيز على السرعة في
+
+1044
+01:35:49,200 --> 01:35:53,260
+الإنجاز، لا يعني السرعة في الإنجاز أنسى الجودة، لأ
+
+1045
+01:35:53,950 --> 01:35:57,710
+مايكونش حاجة أحسب حاجة الآن عندنا سرعة مهولة في
+
+1046
+01:35:57,710 --> 01:36:03,530
+إنجاز العمل مع المحافظة على إيش الجودة شكرا يا سهر
+
+1047
+01:36:03,530 --> 01:36:10,730
+المجتمعات الحديثة إيش خصائصها؟
+
+1048
+01:36:10,730 --> 01:36:14,110
+خصائص
+
+1049
+01:36:14,110 --> 01:36:19,310
+المجتمعات المتطورة إدارياًبعد ان انا اليوم اتأخرت
+
+1050
+01:36:19,310 --> 01:36:22,270
+كالنه عشرة درجة على المحاضرة كان معي موعد مع
+
+1051
+01:36:22,270 --> 01:36:25,430
+الطبيب في العيادة السادسة عشر وانا من السادسة
+
+1052
+01:36:25,430 --> 01:36:31,050
+واربع هناك عشان ما اتأخرش ايت احداشر نص طبعا لما
+
+1053
+01:36:31,050 --> 01:36:35,870
+خلصنا ومشيت بين المباني وزحمة الطلاب مشي الوجد فمن
+
+1054
+01:36:35,870 --> 01:36:39,550
+خصائص المجتمعات المتطورة احترام الوقت البنات اللي
+
+1055
+01:36:39,550 --> 01:36:41,750
+راحوا فيكوا على تركيا او اسطنبول راحوا راحزوا
+
+1056
+01:36:41,750 --> 01:36:46,710
+الاشي هذالما يقولك عشرة و تيجي عشرة و دقيقة بتطلع
+
+1057
+01:36:46,710 --> 01:36:50,610
+فيك ينظر ان انت يعنياش مش محترم الوقت طب دقيقة لأ
+
+1058
+01:36:50,610 --> 01:36:54,110
+مافيش حاجة اسمها دقيقة عارفين الدقائق في البارثة
+
+1059
+01:36:54,110 --> 01:36:59,570
+ممكن تخسرنا ملايين الدولارات اول حاجة احترام الوقت
+
+1060
+01:36:59,570 --> 01:37:03,970
+ماشي تسعة يعني تسعة احنا عندنا ما شاء الله تسعة
+
+1061
+01:37:03,970 --> 01:37:06,010
+يعني عشرة و عشر يعني احداشر و ممكن ميجوش اصلا
+
+1062
+01:37:06,010 --> 01:37:10,970
+اتنين الانفتاح وقوة جديدهذه للأسف مش موجودة في
+
+1063
+01:37:10,970 --> 01:37:13,510
+المجتمع اللي هو تقبل الرأي الآخر يعني أنت ممكن
+
+1064
+01:37:13,510 --> 01:37:17,570
+تلاقي بين سميرة و هناك مشاكل بس عشان اختلاف و
+
+1065
+01:37:17,570 --> 01:37:21,350
+إشارة النظر أما الاتنين كويسين وطيبين بس خلاص يعني
+
+1066
+01:37:21,350 --> 01:37:26,410
+كل واحد شايف نفسه صح هذه جايانة من اللي هي بنسميها
+
+1067
+01:37:26,410 --> 01:37:29,830
+التنوع التقافي شو معنى التنوع التقافي؟ أن يكون
+
+1068
+01:37:29,830 --> 01:37:34,490
+عندي في المؤسسة كده جنسية و كده ديانة لازم أنا
+
+1069
+01:37:34,490 --> 01:37:38,350
+كمديرة أستوعبهم كلهم و ماحسسش حدا بالعنصرية، تلاتة
+
+1070
+01:37:41,180 --> 01:37:44,100
+التسامح بين أعضاء المجتمع والتفكير في المستقبل زي
+
+1071
+01:37:44,100 --> 01:37:47,080
+اليابان اليابان لما تتبعى برامجهم بتلاقيهم دايما
+
+1072
+01:37:47,080 --> 01:37:52,240
+بيحكوا عن مستقبل ومستقبل الأجيال الشيء الطبيعي لما
+
+1073
+01:37:52,240 --> 01:37:55,940
+يكون فيه في أي بلد استقرار سياسي بيؤدي ذلك
+
+1074
+01:37:55,940 --> 01:38:01,820
+لاستقطاب رؤوس الأموال زي الإمارات مثلا عدم استقرار
+
+1075
+01:38:01,820 --> 01:38:03,140
+سياسي بيؤدي لهروبها
+
+1076
+01:38:06,930 --> 01:38:09,830
+هنا بيحكي عن أخلاقيات العمل مش بيحكي عن الصلاة لأ
+
+1077
+01:38:09,830 --> 01:38:13,210
+بيحكي عن أخلاقياتش العمل اللي هي الأمانة في العمل
+
+1078
+01:38:13,210 --> 01:38:19,950
+الاحترام النظام شغلتها دي المنافسة العادلة و
+
+1079
+01:38:19,950 --> 01:38:24,710
+المشروعة في عالمها دي بصراحة مش موجودة المنافسة
+
+1080
+01:38:24,710 --> 01:38:28,370
+بين الشركات منافسة غير شريفة للأسف مين بدي يضارب
+
+1081
+01:38:28,370 --> 01:38:32,890
+في التاني شكرا يا أخت ساميرا يلا يا أستاذة لأ
+
+1082
+01:38:32,890 --> 01:38:38,120
+خصائص المشروعات أكتر طبعا إداريا احترام المرأةطبعا
+
+1083
+01:38:38,120 --> 01:38:42,740
+القوانين ودعوة المساواة بين المرأة والرجل أدت إلى
+
+1084
+01:38:42,740 --> 01:38:47,600
+ضرورة احترام المرأة في ما كانش العمل تفسير الموضوع
+
+1085
+01:38:47,600 --> 01:38:50,200
+للأمور وعلى تحميل الأولاني بالصينية في حالة
+
+1086
+01:38:50,200 --> 01:38:52,680
+التشامين تا و لسه بنحكي لما المدير يفشل بيقول
+
+1087
+01:38:52,680 --> 01:38:58,920
+الموظفين و لما ينجح بيصير هو .. لما
+
+1088
+01:38:58,920 --> 01:39:01,840
+ننزل إعلان الوظائف بنقول مش هذا راجل و هذه ست أو
+
+1089
+01:39:01,840 --> 01:39:04,280
+هذا أبيض أو أسمان طبعا بعض الدول بتواجه المشاكل
+
+1090
+01:39:04,280 --> 01:39:09,370
+هدف لون البشرةاللي عنده اللي هي المواهلات المطلوبة
+
+1091
+01:39:09,370 --> 01:39:12,730
+والخبرة هو اللي يتاخد بغض النظر عن لغته أو شكله
+
+1092
+01:39:12,730 --> 01:39:19,750
+لأن بعض الشعوب بتعاني من الشكل هذه المراكز
+
+1093
+01:39:19,750 --> 01:39:21,950
+البحث العلمي والجامعات بتحل مشاكل المنظمات
+
+1094
+01:39:21,950 --> 01:39:24,830
+والمنظمات بتدعم مراكز البحث العلمي والجامعات
+
+1095
+01:39:24,830 --> 01:39:29,870
+لإجراء إيش لإجراء بحث مثلا عندنا بعض المواد
+
+1096
+01:39:29,870 --> 01:39:32,110
+الكيمينية بيجيوا على مختبرات الجامعة بيفحصوها مثلا
+
+1097
+01:39:32,110 --> 01:39:36,440
+أو التربة هذا المقصود فيهاإيش التحديات اللي
+
+1098
+01:39:36,440 --> 01:39:45,900
+بتواجهنا اليوم كمؤسسات، مش كأشخاص؟ شوف
+
+1099
+01:39:45,900 --> 01:39:53,160
+مع بعض، يلّا يا هناء الـEconomy اقتصاد
+
+1100
+01:39:53,160 --> 01:39:56,480
+معرفة، معناه أن الحرب يا أخوات مش حرب أسلحة، لأن
+
+1101
+01:39:56,480 --> 01:40:01,220
+حرب معلومات، مين ياخد معلومات عن التاني أكتر؟ ما
+
+1102
+01:40:01,220 --> 01:40:07,790
+هي العولمة؟ خدتوها أيام الشبابلأ لأ هديك العلمانية
+
+1103
+01:40:07,790 --> 01:40:15,290
+عولمة غير العلمانية العولمة تحويل
+
+1104
+01:40:15,290 --> 01:40:18,070
+العالم لقرية صغيرة انت جاعدة هنا و بتحكي مع أخوكي
+
+1105
+01:40:18,070 --> 01:40:20,890
+في أمريكا وفاتحين فيديو وشايف أولاده وشايف أشو
+
+1106
+01:40:20,890 --> 01:40:25,410
+بيأكل و أشو بيشرب هذا المقصود بالعولمة التطور
+
+1107
+01:40:25,410 --> 01:40:27,730
+التكنولوجي المهول
+
+1108
+01:40:32,270 --> 01:40:35,290
+التو شرحنا من التحديات المواجهة أن يكون عندي في
+
+1109
+01:40:35,290 --> 01:40:40,550
+المؤسسة رجال و نساء مسلمين ومسيحين ويهود أبيض و
+
+1110
+01:40:40,550 --> 01:40:45,890
+أسمر البشرة كيف أتعامل معهم واحد في رمضان صايم
+
+1111
+01:40:45,890 --> 01:40:51,430
+والتاني مفطر لأنه مش مسلم كيف أتصرف أنا؟ واضحة دا
+
+1112
+01:40:51,430 --> 01:40:53,590
+اسمها تنوع التقافي تفضلي
+
+1113
+01:40:56,250 --> 01:40:58,590
+أخلاقيات الأعمال اللي إحنا بنأكد عليها اللي هي الـ
+
+1114
+01:40:58,590 --> 01:41:03,150
+Ethics اللي هي الأمانة والصدق التحمل المسئولية
+
+1115
+01:41:03,150 --> 01:41:09,070
+العدالة المسواة ما نغشش الناس، ما نخدعش الناس هذه
+
+1116
+01:41:09,070 --> 01:41:15,510
+بنسميها أخلاقيات إيش؟ أخلاقيات الأعمال أيضًا
+
+1117
+01:41:15,510 --> 01:41:19,570
+من التحديات الان
+
+1118
+01:41:19,570 --> 01:41:23,610
+انت مثلًا ماسكة منصب محاسب طب بعد 3، 4، 5 سنة إذا
+
+1119
+01:41:23,610 --> 01:41:27,640
+ضالت محاسب؟لنشوف إيش مسارك الوظيفة ‏- مسارك
+
+1120
+01:41:27,640 --> 01:41:32,220
+الوظيفة ‏- أه، مسارك الوظيفة ‏- تكتلات الاقتصادية
+
+1121
+01:41:32,220 --> 01:41:36,400
+الأمنية و المعين الدولية ‏- زي الاتحاد الأوروبي،
+
+1122
+01:41:36,400 --> 01:41:39,220
+مثلا، هي التكتل ‏- تكتل ‏- القوة الصينية في
+
+1123
+01:41:39,220 --> 01:41:42,020
+الاقتصاد هي التكتل ‏- لازم أحسب اللي هم ‏- إذا كنت
+
+1124
+01:41:42,020 --> 01:41:44,900
+بشارهم على مستوى عالمي ‏- لازم أخدهم بعيل اعتبار ‏
+
+1125
+01:41:44,900 --> 01:41:49,000
+- صح، و التطوير والإدارة ‏- من التحديات الموجودة
+
+1126
+01:41:49,000 --> 01:41:52,800
+في عالمنا اليوم ‏إن التطوير في مجال الأعمال
+
+1127
+01:41:52,800 --> 01:41:59,100
+والإدارة لا يتوقفمتسارع جدا فهذا يعتبر ايش تحدي
+
+1128
+01:41:59,100 --> 01:42:02,920
+يعني انت ممكن تروح تشتري برنامج كومبيوتر و تنزليه
+
+1129
+01:42:02,920 --> 01:42:07,320
+على الأجهزة عندك في الشركة نزل واحد غيره أحدث و
+
+1130
+01:42:07,320 --> 01:42:11,420
+أحسن طيب روحنا جيبنا لش جيت نزل واحد أجد هذا
+
+1131
+01:42:11,420 --> 01:42:16,480
+المقصود بالبحث والتطوير والإبداع نكتفي في هذا
+
+1132
+01:42:16,480 --> 01:42:19,360
+اليوم ان شاء الله بهذا القدر نكتفي في هذا اليوم
+
+1133
+01:42:19,360 --> 01:42:23,420
+بهذا القدر نعش نتجل عليكم من أولها بلاش يصير عندكم
+
+1134
+01:42:23,420 --> 01:42:33,220
+تحديات ولا حاجةنعم نكتبها نكتبها نكتبها
+
+1135
+01:42:33,220 --> 01:42:40,260
+نكتبها
+
+1136
+01:42:40,260 --> 01:42:42,040
+نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها
+
+1137
+01:42:42,040 --> 01:42:43,320
+نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها
+
+1138
+01:42:43,320 --> 01:42:43,620
+نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها
+
+1139
+01:42:43,620 --> 01:42:54,380
+نكتبها نكتبها نكتبها نكتبها نكتبها نكقلنا هو
+
+1140
+01:42:54,380 --> 01:42:59,620
+النتيجة الاش النهائية التي نحاول أن نصل إليها خدنا
+
+1141
+01:42:59,620 --> 01:43:04,180
+وظائف الإدارة الأربع تخطيط تنظيم توجيه رقابة
+
+1142
+01:43:04,180 --> 01:43:10,120
+تعرفنا على السيد مدير أو مديرة تعرفنا على مستويات
+
+1143
+01:43:10,120 --> 01:43:14,140
+الإدارة عليا .. لأ يا أنتي عليا ووسط الدنيا ماتجيش
+
+1144
+01:43:14,140 --> 01:43:19,140
+الدنيا في النص تعرفنا على دوارهم قلنا تفاعلية
+
+1145
+01:43:19,720 --> 01:43:23,700
+معلوماتية و قراراتية اتعرفنا على بعض المهارات ال
+
+1146
+01:43:23,700 --> 01:43:28,240
+skills مش كلها قولنا إدراكية و فنية و إنسانية
+
+1147
+01:43:28,240 --> 01:43:33,120
+شوفنا متى يكون المدير ناجح و متى يكون فاشل يمكن
+
+1148
+01:43:33,120 --> 01:43:37,400
+يكون فاشل اتعرفنا بعد كده على منظمات الأعمال
+
+1149
+01:43:37,400 --> 01:43:43,160
+أنواعها أخدنا الفرق بين الكفاءة و الفعلية بعدين
+
+1150
+01:43:43,160 --> 01:43:48,600
+أخدنا خصائص المجتمعات الحديثةأخر حاجة، إيش هي
+
+1151
+01:43:48,600 --> 01:43:52,080
+التحديات اللي تتواجهنا في عالم اليوم في مجال
+
+1152
+01:43:52,080 --> 01:44:00,340
+الأعمل؟ في أي سؤال في المحاضرة اليوم؟ أي سؤال؟ ولا
+
+1153
+01:44:00,340 --> 01:44:08,000
+أسأل أنا؟ واتقة يعني؟ أي سؤال يا جماعة؟ أسلوب
+
+1154
+01:44:08,000 --> 01:44:10,000
+المحاضرة بالطريقة دي منيح ولا نغيره؟
+
+1155
+01:44:13,820 --> 01:44:16,260
+احنا هنغيره طبعا لإن انتوا هصيروا شاركوا في الشرح
+
+1156
+01:44:16,260 --> 01:44:19,960
+ان شاء الله هتقفوا مكاني و تشرحوا فهنغير الأسلوب
+
+1157
+01:44:19,960 --> 01:44:24,120
+بس كده تنزل الـSMIW اللي بقاشك نعم تنزل الـSMIW
+
+1158
+01:44:24,120 --> 01:44:27,000
+القادة عشان احنا نكون مخاطرين و نتخافيش ما تخافيش
+
+1159
+01:44:27,000 --> 01:44:30,540
+يا انت على مستقبلك هتخططي صح و تنظمي و تنافذي 100%
+
+1160
+01:44:30,540 --> 01:44:34,480
+و تكوني قائد في الميدان أي سؤال ان شاء الله
+
+1161
+01:44:34,480 --> 01:44:36,620
+يعطيكوا العافية
+
diff --git a/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/xpqNjXUQivg_raw.json b/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/xpqNjXUQivg_raw.json
new file mode 100644
index 0000000000000000000000000000000000000000..e2474bf05c0c7a91dd734a8d5ee07052fc07c008
--- /dev/null
+++ b/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/xpqNjXUQivg_raw.json
@@ -0,0 +1 @@
+{"segments": [{"id": 1, "seek": 2301, "start": 5.55, "end": 23.01, "text": "أعوذ بالله السميع العلي من الشيطان الرجيم بسم الله الرحمن الرحيم الحمد لله و الصلاة والسلام على المصطفى الأمين سيدنا محمد وعلى آله ومن ساره وعلى دربيه بإحسان يوم الدين في بداية السلام عليكم ورحمة الله كيف حالكم؟ كل عام انتوا بخير، بالمناسبة بدأ الفاصلة الدراسة الجديدة", "tokens": [10721, 3615, 2407, 8848, 20666, 43761, 21136, 2304, 40228, 18863, 20292, 9154, 25124, 1829, 9566, 7649, 34892, 7435, 32640, 4724, 38251, 21984, 34892, 5016, 27842, 34892, 5016, 32640, 21542, 2304, 3215, 24976, 3224, 4032, 31767, 15040, 3660, 16070, 3794, 37440, 15844, 9673, 9381, 9566, 5172, 7578, 16247, 2304, 9957, 8608, 25708, 8315, 3714, 35571, 3215, 4032, 3615, 23942, 19753, 43761, 4032, 27842, 8608, 9640, 3224, 4032, 3615, 23942, 11778, 2288, 21292, 3224, 4724, 28814, 5016, 3794, 7649, 7251, 20498, 32748, 9957, 8978, 4724, 28259, 10632, 21136, 37440, 25894, 24793, 4032, 2288, 35571, 3660, 21984, 9122, 33911, 11331, 6027, 24793, 22807, 28242, 6225, 10943, 16472, 2655, 14407, 4724, 9778, 13546, 12399, 20666, 2304, 8315, 35457, 3660, 47525, 10721, 27188, 33546, 37977, 32748, 23557, 3794, 3660, 25724, 16254, 41891], "avg_logprob": -0.1439208963420242, "compression_ratio": 2.1491228070175437, "no_speech_prob": 5.960464477539062e-07, "words": [{"start": 5.55, "end": 5.89, "word": "أعوذ", "probability": 0.70166015625}, {"start": 5.89, "end": 6.13, "word": " بالله", "probability": 0.981201171875}, {"start": 6.13, "end": 6.45, "word": " السميع", "probability": 0.8828125}, {"start": 6.45, "end": 6.69, "word": " العلي", "probability": 0.783447265625}, {"start": 6.69, "end": 6.83, "word": " من", "probability": 0.65234375}, {"start": 6.83, "end": 7.21, "word": " الشيطان", "probability": 0.981689453125}, {"start": 7.21, "end": 7.65, "word": " الرجيم", "probability": 0.9847005208333334}, {"start": 7.65, "end": 7.91, "word": " بسم", "probability": 0.898681640625}, {"start": 7.91, "end": 8.07, "word": " الله", "probability": 0.97265625}, {"start": 8.07, "end": 8.45, "word": " الرحمن", "probability": 0.95751953125}, {"start": 8.45, "end": 8.95, "word": " الرحيم", "probability": 0.9967447916666666}, {"start": 8.95, "end": 9.73, "word": " الحمد", "probability": 0.9295247395833334}, {"start": 9.73, "end": 10.03, "word": " لله", "probability": 0.93212890625}, {"start": 10.03, "end": 10.19, "word": " و", "probability": 0.962890625}, {"start": 10.19, "end": 10.51, "word": " الصلاة", "probability": 0.8776041666666666}, {"start": 10.51, "end": 10.99, "word": " والسلام", "probability": 0.9205729166666666}, {"start": 10.99, "end": 11.11, "word": " على", "probability": 0.76904296875}, {"start": 11.11, "end": 11.51, "word": " المصطفى", "probability": 0.95185546875}, {"start": 11.51, "end": 11.87, "word": " الأمين", "probability": 0.91748046875}, {"start": 11.87, "end": 12.33, "word": " سيدنا", "probability": 0.98583984375}, {"start": 12.33, "end": 12.85, "word": " محمد", "probability": 0.9933268229166666}, {"start": 12.85, "end": 13.49, "word": " وعلى", "probability": 0.8658854166666666}, {"start": 13.49, "end": 13.81, "word": " آله", "probability": 0.980224609375}, {"start": 13.81, "end": 14.11, "word": " ومن", "probability": 0.944091796875}, {"start": 14.11, "end": 14.65, "word": " ساره", "probability": 0.8352864583333334}, {"start": 14.65, "end": 15.15, "word": " وعلى", "probability": 0.908203125}, {"start": 15.15, "end": 15.51, "word": " دربيه", "probability": 0.8408203125}, {"start": 15.51, "end": 15.81, "word": " بإحسان", "probability": 0.95634765625}, {"start": 15.81, "end": 15.99, "word": " يوم", "probability": 0.69970703125}, {"start": 15.99, "end": 16.33, "word": " الدين", "probability": 0.9697265625}, {"start": 16.33, "end": 16.61, "word": " في", "probability": 0.63818359375}, {"start": 16.61, "end": 16.83, "word": " بداية", "probability": 0.824462890625}, {"start": 16.83, "end": 17.11, "word": " السلام", "probability": 0.979248046875}, {"start": 17.11, "end": 17.41, "word": " عليكم", "probability": 0.877685546875}, {"start": 17.41, "end": 17.63, "word": " ورحمة", "probability": 0.89208984375}, {"start": 17.63, "end": 17.85, "word": " الله", "probability": 0.96630859375}, {"start": 17.85, "end": 18.61, "word": " كيف", "probability": 0.812255859375}, {"start": 18.61, "end": 19.65, "word": " حالكم؟", "probability": 0.884033203125}, {"start": 19.65, "end": 19.83, "word": " كل", "probability": 0.7890625}, {"start": 19.83, "end": 19.99, "word": " عام", "probability": 0.989501953125}, {"start": 19.99, "end": 20.21, "word": " انتوا", "probability": 0.6603190104166666}, {"start": 20.21, "end": 20.47, "word": " بخير،", "probability": 0.8275146484375}, {"start": 20.47, "end": 21.11, "word": " بالمناسبة", "probability": 0.92431640625}, {"start": 21.11, "end": 21.67, "word": " بدأ", "probability": 0.6990966796875}, {"start": 21.67, "end": 22.05, "word": " الفاصلة", "probability": 0.764892578125}, {"start": 22.05, "end": 22.45, "word": " الدراسة", "probability": 0.791015625}, {"start": 22.45, "end": 23.01, "word": " الجديدة", "probability": 0.9217122395833334}], "temperature": 1.0}, {"id": 2, "seek": 4202, "start": 23.5, "end": 42.02, "text": "وأهلا وسهلا فيكم معانا ببرنامج ماجستير إدارة الأعمال في الجامعة الإسلامية بغزة هنكون مع بعض اليوم ان شاء الله في مساق مبادئ إدارة الأعمال اللي هو مادة استدراكية لخرجين غير الكليات التجارية زي ما انت شايفه هذه أمامك الخطة", "tokens": [2407, 10721, 3224, 15040, 46952, 3224, 15040, 8978, 24793, 20449, 7649, 995, 4724, 26890, 8315, 2304, 7435, 3714, 26108, 14851, 13546, 11933, 3215, 9640, 3660, 16247, 25957, 6027, 8978, 25724, 10943, 27884, 33688, 3794, 37440, 10632, 4724, 17082, 11622, 3660, 8032, 1863, 30544, 20449, 45030, 11242, 45595, 20498, 16472, 13412, 16606, 21984, 8978, 47524, 995, 4587, 3714, 3555, 18513, 19986, 11933, 3215, 9640, 3660, 16247, 25957, 6027, 13672, 1829, 31439, 3714, 18513, 3660, 44713, 3215, 23557, 4117, 10632, 5296, 34740, 7435, 9957, 32771, 13546, 33251, 20292, 9307, 16712, 7435, 9640, 10632, 30767, 1829, 19446, 16472, 2655, 13412, 995, 33911, 3224, 29538, 5551, 2304, 10943, 4117, 33962, 9566, 3660], "avg_logprob": -0.150659404763388, "compression_ratio": 1.9142857142857144, "no_speech_prob": 8.344650268554688e-07, "words": [{"start": 23.5, "end": 23.9, "word": "وأهلا", "probability": 0.8271484375}, {"start": 23.9, "end": 24.22, "word": " وسهلا", "probability": 0.89990234375}, {"start": 24.22, "end": 24.54, "word": " فيكم", "probability": 0.767822265625}, {"start": 24.54, "end": 24.82, "word": " معانا", "probability": 0.7850748697916666}, {"start": 24.82, "end": 25.28, "word": " ببرنامج", "probability": 0.9140625}, {"start": 25.28, "end": 26.02, "word": " ماجستير", "probability": 0.847412109375}, {"start": 26.02, "end": 27.18, "word": " إدارة", "probability": 0.77947998046875}, {"start": 27.18, "end": 27.72, "word": " الأعمال", "probability": 0.9832356770833334}, {"start": 27.72, "end": 28.34, "word": " في", "probability": 0.9375}, {"start": 28.34, "end": 28.7, "word": " الجامعة", "probability": 0.9886067708333334}, {"start": 28.7, "end": 29.32, "word": " الإسلامية", "probability": 0.891845703125}, {"start": 29.32, "end": 30.18, "word": " بغزة", "probability": 0.76409912109375}, {"start": 30.18, "end": 30.84, "word": " هنكون", "probability": 0.828125}, {"start": 30.84, "end": 30.98, "word": " مع", "probability": 0.99365234375}, {"start": 30.98, "end": 31.22, "word": " بعض", "probability": 0.99365234375}, {"start": 31.22, "end": 31.48, "word": " اليوم", "probability": 0.93896484375}, {"start": 31.48, "end": 31.62, "word": " ان", "probability": 0.5244140625}, {"start": 31.62, "end": 31.8, "word": " شاء", "probability": 0.991943359375}, {"start": 31.8, "end": 32.12, "word": " الله", "probability": 0.94970703125}, {"start": 32.12, "end": 32.54, "word": " في", "probability": 0.91455078125}, {"start": 32.54, "end": 33.04, "word": " مساق", "probability": 0.7198893229166666}, {"start": 33.04, "end": 33.48, "word": " مبادئ", "probability": 0.74468994140625}, {"start": 33.48, "end": 33.76, "word": " إدارة", "probability": 0.9638671875}, {"start": 33.76, "end": 34.34, "word": " الأعمال", "probability": 0.9822591145833334}, {"start": 34.34, "end": 34.52, "word": " اللي", "probability": 0.88916015625}, {"start": 34.52, "end": 34.76, "word": " هو", "probability": 0.94873046875}, {"start": 34.76, "end": 35.18, "word": " مادة", "probability": 0.9734700520833334}, {"start": 35.18, "end": 35.96, "word": " استدراكية", "probability": 0.95185546875}, {"start": 35.96, "end": 37.32, "word": " لخرجين", "probability": 0.8092041015625}, {"start": 37.32, "end": 37.8, "word": " غير", "probability": 0.994140625}, {"start": 37.8, "end": 38.44, "word": " الكليات", "probability": 0.8194986979166666}, {"start": 38.44, "end": 39.28, "word": " التجارية", "probability": 0.991943359375}, {"start": 39.28, "end": 40.44, "word": " زي", "probability": 0.9326171875}, {"start": 40.44, "end": 40.52, "word": " ما", "probability": 0.966796875}, {"start": 40.52, "end": 40.68, "word": " انت", "probability": 0.737060546875}, {"start": 40.68, "end": 41.06, "word": " شايفه", "probability": 0.847412109375}, {"start": 41.06, "end": 41.2, "word": " هذه", "probability": 0.44287109375}, {"start": 41.2, "end": 41.54, "word": " أمامك", "probability": 0.9376220703125}, {"start": 41.54, "end": 42.02, "word": " الخطة", "probability": 0.9899088541666666}], "temperature": 1.0}, {"id": 3, "seek": 7027, "start": 42.83, "end": 70.27, "text": "خطوط المادة اللي هنمشي عليها ان شاء الله خلال الأربع أشهر القادمة طبعا أنا ماوزعتها عليكم لأني جايباها ع شكل مسودة بنناقشها مع بعض إذا في أي اعتراض بناخده بالاعتبار مافيش اعتراض بنجيبها المحاضرة الجاية بشكل نهائي زي ما انت عارفة اسم المادة مبادئ إدارة الأعمال تلات ساعات أنا اسم الدكتورة خودي الفليت حاصلة ع درجة الدكتوراه في فلسفة إدارة الأعمال تخصص أنظمة المعلومات", "tokens": [9778, 9566, 2407, 9566, 9673, 18513, 3660, 13672, 1829, 8032, 1863, 2304, 8592, 1829, 25894, 11296, 16472, 13412, 16606, 21984, 16490, 1211, 6027, 16247, 25513, 3615, 5551, 8592, 3224, 2288, 25062, 18513, 46007, 23032, 3555, 3615, 995, 41850, 19446, 2407, 11622, 34268, 11296, 25894, 24793, 5296, 33456, 1829, 10874, 47302, 3555, 995, 11296, 6225, 13412, 28820, 47524, 23328, 3660, 44945, 8315, 4587, 8592, 11296, 20449, 45030, 11242, 11933, 15730, 8978, 36632, 1975, 34268, 2288, 46958, 44945, 47283, 3215, 3224, 20666, 995, 34268, 3555, 9640, 19446, 41185, 8592, 1975, 34268, 2288, 46958, 44945, 7435, 1829, 3555, 11296, 9673, 5016, 46958, 25720, 25724, 995, 10632, 4724, 8592, 28820, 8717, 3224, 16373, 1829, 30767, 1829, 19446, 16472, 2655, 6225, 9640, 5172, 3660, 24525, 2304, 9673, 18513, 3660, 3714, 3555, 18513, 19986, 11933, 3215, 9640, 3660, 16247, 25957, 6027, 6055, 1211, 9307, 8608, 45761, 9307, 41850, 24525, 2304, 32748, 4117, 2655, 13063, 3660, 16490, 2407, 16254, 27188, 20292, 2655, 11331, 33546, 37977, 6225, 11778, 47341, 3660, 32748, 4117, 2655, 13063, 40294, 8978, 6156, 1211, 3794, 5172, 3660, 11933, 3215, 9640, 3660, 16247, 25957, 6027, 6055, 9778, 9381, 9381, 14739, 19913, 46007, 9673, 30241, 20498, 9307], "avg_logprob": -0.1314290420462688, "compression_ratio": 2.1862745098039214, "no_speech_prob": 2.6226043701171875e-06, "words": [{"start": 42.83, "end": 43.21, "word": "خطوط", "probability": 0.7520751953125}, {"start": 43.21, "end": 43.49, "word": " المادة", "probability": 0.9816080729166666}, {"start": 43.49, "end": 43.57, "word": " اللي", "probability": 0.72607421875}, {"start": 43.57, "end": 43.91, "word": " هنمشي", "probability": 0.95048828125}, {"start": 43.91, "end": 44.13, "word": " عليها", "probability": 0.991455078125}, {"start": 44.13, "end": 44.25, "word": " ان", "probability": 0.53369140625}, {"start": 44.25, "end": 44.39, "word": " شاء", "probability": 0.986328125}, {"start": 44.39, "end": 44.41, "word": " الله", "probability": 0.95849609375}, {"start": 44.41, "end": 44.67, "word": " خلال", "probability": 0.9768880208333334}, {"start": 44.67, "end": 44.97, "word": " الأربع", "probability": 0.79833984375}, {"start": 44.97, "end": 45.17, "word": " أشهر", "probability": 0.85540771484375}, {"start": 45.17, "end": 45.63, "word": " القادمة", "probability": 0.98486328125}, {"start": 45.63, "end": 46.47, "word": " طبعا", "probability": 0.953125}, {"start": 46.47, "end": 46.63, "word": " أنا", "probability": 0.8076171875}, {"start": 46.63, "end": 47.23, "word": " ماوزعتها", "probability": 0.901171875}, {"start": 47.23, "end": 47.55, "word": " عليكم", "probability": 0.8427734375}, {"start": 47.55, "end": 47.89, "word": " لأني", "probability": 0.7159016927083334}, {"start": 47.89, "end": 48.45, "word": " جايباها", "probability": 0.925}, {"start": 48.45, "end": 48.61, "word": " ع", "probability": 0.529296875}, {"start": 48.61, "end": 48.95, "word": " شكل", "probability": 0.813720703125}, {"start": 48.95, "end": 49.99, "word": " مسودة", "probability": 0.9239908854166666}, {"start": 49.99, "end": 50.89, "word": " بنناقشها", "probability": 0.895703125}, {"start": 50.89, "end": 51.05, "word": " مع", "probability": 0.99609375}, {"start": 51.05, "end": 51.37, "word": " بعض", "probability": 0.99658203125}, {"start": 51.37, "end": 51.57, "word": " إذا", "probability": 0.86669921875}, {"start": 51.57, "end": 51.69, "word": " في", "probability": 0.869140625}, {"start": 51.69, "end": 51.83, "word": " أي", "probability": 0.73388671875}, {"start": 51.83, "end": 52.39, "word": " اعتراض", "probability": 0.9473876953125}, {"start": 52.39, "end": 52.75, "word": " بناخده", "probability": 0.94091796875}, {"start": 52.75, "end": 53.33, "word": " بالاعتبار", "probability": 0.909375}, {"start": 53.33, "end": 53.59, "word": " مافيش", "probability": 0.5818684895833334}, {"start": 53.59, "end": 54.05, "word": " اعتراض", "probability": 0.9661865234375}, {"start": 54.05, "end": 54.97, "word": " بنجيبها", "probability": 0.95087890625}, {"start": 54.97, "end": 55.45, "word": " المحاضرة", "probability": 0.9266357421875}, {"start": 55.45, "end": 55.83, "word": " الجاية", "probability": 0.8154296875}, {"start": 55.83, "end": 56.29, "word": " بشكل", "probability": 0.98583984375}, {"start": 56.29, "end": 56.97, "word": " نهائي", "probability": 0.98583984375}, {"start": 56.97, "end": 57.51, "word": " زي", "probability": 0.9326171875}, {"start": 57.51, "end": 57.57, "word": " ما", "probability": 0.97900390625}, {"start": 57.57, "end": 57.71, "word": " انت", "probability": 0.87841796875}, {"start": 57.71, "end": 57.97, "word": " عارفة", "probability": 0.9031982421875}, {"start": 57.97, "end": 58.21, "word": " اسم", "probability": 0.887451171875}, {"start": 58.21, "end": 58.73, "word": " المادة", "probability": 0.99267578125}, {"start": 58.73, "end": 59.31, "word": " مبادئ", "probability": 0.837890625}, {"start": 59.31, "end": 59.55, "word": " إدارة", "probability": 0.9793701171875}, {"start": 59.55, "end": 60.03, "word": " الأعمال", "probability": 0.9767252604166666}, {"start": 60.03, "end": 61.77, "word": " تلات", "probability": 0.7877604166666666}, {"start": 61.77, "end": 62.39, "word": " ساعات", "probability": 0.9866536458333334}, {"start": 62.39, "end": 63.59, "word": " أنا", "probability": 0.689453125}, {"start": 63.59, "end": 63.85, "word": " اسم", "probability": 0.791748046875}, {"start": 63.85, "end": 64.31, "word": " الدكتورة", "probability": 0.886767578125}, {"start": 64.31, "end": 64.53, "word": " خودي", "probability": 0.5088704427083334}, {"start": 64.53, "end": 65.05, "word": " الفليت", "probability": 0.77880859375}, {"start": 65.05, "end": 65.99, "word": " حاصلة", "probability": 0.8448893229166666}, {"start": 65.99, "end": 66.11, "word": " ع", "probability": 0.548828125}, {"start": 66.11, "end": 66.39, "word": " درجة", "probability": 0.9602864583333334}, {"start": 66.39, "end": 66.91, "word": " الدكتوراه", "probability": 0.957421875}, {"start": 66.91, "end": 67.07, "word": " في", "probability": 0.93505859375}, {"start": 67.07, "end": 67.67, "word": " فلسفة", "probability": 0.9818359375}, {"start": 67.67, "end": 68.33, "word": " إدارة", "probability": 0.990966796875}, {"start": 68.33, "end": 68.83, "word": " الأعمال", "probability": 0.9920247395833334}, {"start": 68.83, "end": 69.31, "word": " تخصص", "probability": 0.9683837890625}, {"start": 69.31, "end": 69.63, "word": " أنظمة", "probability": 0.9207356770833334}, {"start": 69.63, "end": 70.27, "word": " المعلومات", "probability": 0.8831787109375}], "temperature": 1.0}, {"id": 4, "seek": 9756, "start": 71.16, "end": 97.56, "text": "هي وسائل الاتصال المتاحة أمامكم المكتب تبعي أنا إما في الحدان 511 أو بابنا الإدارة 309 أنتم من الجامعة ولا من الجامعة التانية؟ ماشي، هاي رقم من التليفون تبع الجامعة، هاد رقم جوالي ممكن نعمل مجموع على الواتس إلكوا لحتى نصير نتواصل إن شاء الله هاي البرنامج الإلكتروني، هاي حسابي على ال Face", "tokens": [3224, 1829, 46952, 16373, 1211, 2423, 9307, 9381, 6027, 9673, 2655, 39319, 3660, 5551, 2304, 10943, 24793, 9673, 4117, 2655, 3555, 6055, 3555, 3615, 1829, 41850, 11933, 15042, 8978, 21542, 3215, 7649, 1025, 5348, 34051, 4724, 16758, 8315, 33688, 3215, 9640, 3660, 2217, 24, 14739, 39237, 9154, 25724, 10943, 27884, 49429, 9154, 25724, 10943, 27884, 16712, 7649, 10632, 22807, 3714, 33599, 1829, 12399, 8032, 47302, 12602, 4587, 2304, 9154, 16712, 20292, 5172, 11536, 6055, 3555, 3615, 25724, 10943, 27884, 12399, 8032, 18513, 12602, 4587, 2304, 10874, 2407, 6027, 1829, 3714, 43020, 8717, 25957, 1211, 3714, 7435, 2304, 45367, 15844, 2423, 2407, 9307, 3794, 11933, 23275, 14407, 5296, 33753, 7578, 8717, 9381, 13546, 8717, 2655, 2407, 33546, 1211, 36145, 13412, 16606, 21984, 8032, 47302, 2423, 26890, 8315, 2304, 7435, 33688, 23275, 2655, 2288, 11536, 1829, 12399, 8032, 47302, 11331, 3794, 16758, 1829, 15844, 2423, 4047], "avg_logprob": -0.19903017899085734, "compression_ratio": 1.9037037037037037, "no_speech_prob": 0.0, "words": [{"start": 71.16, "end": 71.54, "word": "هي", "probability": 0.6292724609375}, {"start": 71.54, "end": 71.98, "word": " وسائل", "probability": 0.91162109375}, {"start": 71.98, "end": 72.64, "word": " الاتصال", "probability": 0.855712890625}, {"start": 72.64, "end": 73.88, "word": " المتاحة", "probability": 0.8729248046875}, {"start": 73.88, "end": 74.36, "word": " أمامكم", "probability": 0.7962646484375}, {"start": 74.36, "end": 75.5, "word": " المكتب", "probability": 0.92822265625}, {"start": 75.5, "end": 75.82, "word": " تبعي", "probability": 0.87939453125}, {"start": 75.82, "end": 76.02, "word": " أنا", "probability": 0.724609375}, {"start": 76.02, "end": 76.3, "word": " إما", "probability": 0.815673828125}, {"start": 76.3, "end": 76.94, "word": " في", "probability": 0.95263671875}, {"start": 76.94, "end": 77.48, "word": " الحدان", "probability": 0.8531901041666666}, {"start": 77.48, "end": 78.14, "word": " 511", "probability": 0.900390625}, {"start": 78.14, "end": 79.32, "word": " أو", "probability": 0.9638671875}, {"start": 79.32, "end": 80.3, "word": " بابنا", "probability": 0.7257486979166666}, {"start": 80.3, "end": 80.6, "word": " الإدارة", "probability": 0.9854736328125}, {"start": 80.6, "end": 81.18, "word": " 309", "probability": 0.941650390625}, {"start": 81.18, "end": 81.38, "word": " أنتم", "probability": 0.62451171875}, {"start": 81.38, "end": 81.5, "word": " من", "probability": 0.990234375}, {"start": 81.5, "end": 81.8, "word": " الجامعة", "probability": 0.9930013020833334}, {"start": 81.8, "end": 81.94, "word": " ولا", "probability": 0.468505859375}, {"start": 81.94, "end": 82.1, "word": " من", "probability": 0.88037109375}, {"start": 82.1, "end": 82.3, "word": " الجامعة", "probability": 0.9332682291666666}, {"start": 82.3, "end": 82.88, "word": " التانية؟", "probability": 0.9139404296875}, {"start": 82.88, "end": 85.78, "word": " ماشي،", "probability": 0.662109375}, {"start": 85.78, "end": 85.9, "word": " هاي", "probability": 0.58837890625}, {"start": 85.9, "end": 86.18, "word": " رقم", "probability": 0.9847005208333334}, {"start": 86.18, "end": 86.34, "word": " من", "probability": 0.79443359375}, {"start": 86.34, "end": 86.82, "word": " التليفون", "probability": 0.8446044921875}, {"start": 86.82, "end": 87.1, "word": " تبع", "probability": 0.9137369791666666}, {"start": 87.1, "end": 87.94, "word": " الجامعة،", "probability": 0.9183349609375}, {"start": 87.94, "end": 88.02, "word": " هاد", "probability": 0.5028076171875}, {"start": 88.02, "end": 88.32, "word": " رقم", "probability": 0.9676106770833334}, {"start": 88.32, "end": 88.88, "word": " جوالي", "probability": 0.978759765625}, {"start": 88.88, "end": 90.72, "word": " ممكن", "probability": 0.96435546875}, {"start": 90.72, "end": 91.3, "word": " نعمل", "probability": 0.99658203125}, {"start": 91.3, "end": 91.96, "word": " مجموع", "probability": 0.9080810546875}, {"start": 91.96, "end": 92.12, "word": " على", "probability": 0.79296875}, {"start": 92.12, "end": 92.52, "word": " الواتس", "probability": 0.81195068359375}, {"start": 92.52, "end": 93.02, "word": " إلكوا", "probability": 0.67626953125}, {"start": 93.02, "end": 93.38, "word": " لحتى", "probability": 0.7736002604166666}, {"start": 93.38, "end": 93.64, "word": " نصير", "probability": 0.7986653645833334}, {"start": 93.64, "end": 94.14, "word": " نتواصل", "probability": 0.98798828125}, {"start": 94.14, "end": 94.3, "word": " إن", "probability": 0.76904296875}, {"start": 94.3, "end": 94.48, "word": " شاء", "probability": 0.981689453125}, {"start": 94.48, "end": 94.62, "word": " الله", "probability": 0.9677734375}, {"start": 94.62, "end": 95.34, "word": " هاي", "probability": 0.704345703125}, {"start": 95.34, "end": 95.6, "word": " البرنامج", "probability": 0.655224609375}, {"start": 95.6, "end": 96.66, "word": " الإلكتروني،", "probability": 0.9183175223214286}, {"start": 96.66, "end": 96.76, "word": " هاي", "probability": 0.916015625}, {"start": 96.76, "end": 97.1, "word": " حسابي", "probability": 0.97900390625}, {"start": 97.1, "end": 97.22, "word": " على", "probability": 0.865234375}, {"start": 97.22, "end": 97.3, "word": " ال", "probability": 0.85205078125}, {"start": 97.3, "end": 97.56, "word": " Face", "probability": 0.255615234375}], "temperature": 1.0}, {"id": 5, "seek": 12719, "start": 98.53, "end": 127.19, "text": "وهي الصفحة الشخصية، لو عايزة تشوف الـ Presentation تبع المادة، ممكن تلاقيه هناك طبعا، هاي الـ Model، احنا هنستخدم مع بعض الـ Model اللي هو كيف نعمل امتحانات على الجهاز وشغلات هذه، هاي الـ Watts اللي هنعملها إن شاء الله، هاي ساعات وجودي في المكتب ومحاضراتنا إن شاء الله هتكون سبت فقط، من الساعة 12 إلى الساعة 3، من 12 إلى 3", "tokens": [2407, 3224, 1829, 31767, 5172, 5016, 3660, 25124, 9778, 9381, 10632, 12399, 45164, 6225, 47302, 11622, 3660, 6055, 8592, 38688, 2423, 39184, 33253, 399, 6055, 3555, 3615, 9673, 18513, 3660, 12399, 3714, 43020, 6055, 15040, 38436, 3224, 34105, 4117, 23032, 3555, 3615, 995, 12399, 8032, 47302, 2423, 39184, 17105, 12399, 1975, 5016, 8315, 8032, 1863, 14851, 9778, 40448, 20449, 45030, 11242, 2423, 39184, 17105, 13672, 1829, 31439, 9122, 33911, 8717, 25957, 1211, 1975, 2304, 2655, 5016, 7649, 9307, 15844, 25724, 3224, 31377, 4032, 8592, 17082, 1211, 9307, 29538, 12399, 8032, 47302, 2423, 39184, 42933, 13672, 1829, 8032, 1863, 25957, 1211, 11296, 36145, 13412, 16606, 21984, 12399, 8032, 47302, 8608, 45761, 9307, 49610, 23328, 1829, 8978, 9673, 4117, 2655, 3555, 4032, 2304, 5016, 46958, 2288, 9307, 8315, 36145, 13412, 16606, 21984, 8032, 2655, 30544, 8608, 3555, 2655, 6156, 47432, 12399, 9154, 21136, 995, 27884, 2272, 30731, 21136, 995, 27884, 805, 12399, 9154, 2272, 30731, 805], "avg_logprob": -0.16038306913068218, "compression_ratio": 1.8771331058020477, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 98.53, "end": 98.87, "word": "وهي", "probability": 0.7713216145833334}, {"start": 98.87, "end": 99.25, "word": " الصفحة", "probability": 0.9447021484375}, {"start": 99.25, "end": 100.55, "word": " الشخصية،", "probability": 0.86103515625}, {"start": 100.55, "end": 100.61, "word": " لو", "probability": 0.939453125}, {"start": 100.61, "end": 101.35, "word": " عايزة", "probability": 0.8492431640625}, {"start": 101.35, "end": 101.55, "word": " تشوف", "probability": 0.8640950520833334}, {"start": 101.55, "end": 101.73, "word": " الـ", "probability": 0.762451171875}, {"start": 101.73, "end": 102.67, "word": " Presentation", "probability": 0.6839599609375}, {"start": 102.67, "end": 102.91, "word": " تبع", "probability": 0.9060872395833334}, {"start": 102.91, "end": 103.27, "word": " المادة،", "probability": 0.8798828125}, {"start": 103.27, "end": 103.37, "word": " ممكن", "probability": 0.933349609375}, {"start": 103.37, "end": 103.71, "word": " تلاقيه", "probability": 0.878173828125}, {"start": 103.71, "end": 104.11, "word": " هناك", "probability": 0.995849609375}, {"start": 104.11, "end": 105.03, "word": " طبعا،", "probability": 0.784423828125}, {"start": 105.03, "end": 105.11, "word": " هاي", "probability": 0.6558837890625}, {"start": 105.11, "end": 105.25, "word": " الـ", "probability": 0.81494140625}, {"start": 105.25, "end": 105.51, "word": " Model،", "probability": 0.614013671875}, {"start": 105.51, "end": 105.63, "word": " احنا", "probability": 0.8256022135416666}, {"start": 105.63, "end": 106.11, "word": " هنستخدم", "probability": 0.9666015625}, {"start": 106.11, "end": 106.23, "word": " مع", "probability": 0.96875}, {"start": 106.23, "end": 106.47, "word": " بعض", "probability": 0.993896484375}, {"start": 106.47, "end": 106.63, "word": " الـ", "probability": 0.805908203125}, {"start": 106.63, "end": 106.85, "word": " Model", "probability": 0.94140625}, {"start": 106.85, "end": 107.89, "word": " اللي", "probability": 0.884521484375}, {"start": 107.89, "end": 108.15, "word": " هو", "probability": 0.9736328125}, {"start": 108.15, "end": 108.63, "word": " كيف", "probability": 0.923583984375}, {"start": 108.63, "end": 108.81, "word": " نعمل", "probability": 0.9910481770833334}, {"start": 108.81, "end": 109.31, "word": " امتحانات", "probability": 0.9501953125}, {"start": 109.31, "end": 109.47, "word": " على", "probability": 0.86865234375}, {"start": 109.47, "end": 110.81, "word": " الجهاز", "probability": 0.9873046875}, {"start": 110.81, "end": 111.19, "word": " وشغلات", "probability": 0.84501953125}, {"start": 111.19, "end": 112.21, "word": " هذه،", "probability": 0.665283203125}, {"start": 112.21, "end": 112.39, "word": " هاي", "probability": 0.841552734375}, {"start": 112.39, "end": 112.53, "word": " الـ", "probability": 0.921142578125}, {"start": 112.53, "end": 112.87, "word": " Watts", "probability": 0.5263671875}, {"start": 112.87, "end": 113.93, "word": " اللي", "probability": 0.891845703125}, {"start": 113.93, "end": 114.33, "word": " هنعملها", "probability": 0.980859375}, {"start": 114.33, "end": 114.47, "word": " إن", "probability": 0.6572265625}, {"start": 114.47, "end": 114.61, "word": " شاء", "probability": 0.986328125}, {"start": 114.61, "end": 115.33, "word": " الله،", "probability": 0.94580078125}, {"start": 115.33, "end": 115.51, "word": " هاي", "probability": 0.904296875}, {"start": 115.51, "end": 115.97, "word": " ساعات", "probability": 0.8196614583333334}, {"start": 115.97, "end": 116.33, "word": " وجودي", "probability": 0.8873697916666666}, {"start": 116.33, "end": 116.45, "word": " في", "probability": 0.98486328125}, {"start": 116.45, "end": 116.93, "word": " المكتب", "probability": 0.986328125}, {"start": 116.93, "end": 119.39, "word": " ومحاضراتنا", "probability": 0.8109654017857143}, {"start": 119.39, "end": 119.53, "word": " إن", "probability": 0.8779296875}, {"start": 119.53, "end": 119.67, "word": " شاء", "probability": 0.99462890625}, {"start": 119.67, "end": 119.77, "word": " الله", "probability": 0.9697265625}, {"start": 119.77, "end": 120.39, "word": " هتكون", "probability": 0.9376627604166666}, {"start": 120.39, "end": 122.49, "word": " سبت", "probability": 0.8264973958333334}, {"start": 122.49, "end": 123.63, "word": " فقط،", "probability": 0.8251953125}, {"start": 123.63, "end": 123.71, "word": " من", "probability": 0.98583984375}, {"start": 123.71, "end": 123.95, "word": " الساعة", "probability": 0.9602864583333334}, {"start": 123.95, "end": 124.23, "word": " 12", "probability": 0.4833984375}, {"start": 124.23, "end": 124.43, "word": " إلى", "probability": 0.2137451171875}, {"start": 124.43, "end": 124.91, "word": " الساعة", "probability": 0.982421875}, {"start": 124.91, "end": 126.37, "word": " 3،", "probability": 0.79541015625}, {"start": 126.37, "end": 126.55, "word": " من", "probability": 0.9794921875}, {"start": 126.55, "end": 126.81, "word": " 12", "probability": 0.8720703125}, {"start": 126.81, "end": 126.97, "word": " إلى", "probability": 0.89453125}, {"start": 126.97, "end": 127.19, "word": " 3", "probability": 0.89501953125}], "temperature": 1.0}, {"id": 6, "seek": 15622, "start": 128.23, "end": 156.23, "text": "هنا الكتاب عندنا كتابين إلكترونيات موجودين على الصفحة الشخصية هاي الرابط تبعهم إذا الكتب عندنا إلكترونية ممكن تحمليها PDF وخلاص يعني من غير ما تطبعيها ورقي اللي برايحك عندنا إيش عندنا كتابين هنا عندنا مراجع مساعدة مواقع انترنت بتحكي عن نفس المجال المادة هذه احنا هناخد فيها شغلتين هناخد فيها شو هي الإدارة", "tokens": [3224, 8315, 33251, 2655, 16758, 43242, 8315, 9122, 2655, 16758, 9957, 11933, 23275, 2655, 2288, 11536, 1829, 9307, 3714, 29245, 23328, 9957, 15844, 31767, 5172, 5016, 3660, 25124, 9778, 9381, 10632, 8032, 47302, 34892, 16758, 9566, 6055, 3555, 3615, 16095, 11933, 15730, 33251, 2655, 3555, 43242, 8315, 11933, 23275, 2655, 2288, 11536, 10632, 3714, 43020, 6055, 35571, 20292, 11296, 17752, 4032, 9778, 1211, 33546, 37495, 22653, 9154, 32771, 13546, 19446, 6055, 9566, 3555, 3615, 1829, 11296, 4032, 2288, 38436, 13672, 1829, 4724, 23557, 1829, 5016, 4117, 43242, 8315, 11933, 1829, 8592, 43242, 8315, 9122, 2655, 16758, 9957, 34105, 43242, 8315, 3714, 2288, 26108, 3615, 47524, 995, 22488, 3660, 3714, 14407, 4587, 3615, 16472, 2655, 2288, 29399, 39894, 5016, 4117, 1829, 18871, 8717, 36178, 9673, 7435, 6027, 9673, 18513, 3660, 29538, 1975, 5016, 8315, 8032, 1863, 47283, 3215, 8978, 11296, 13412, 17082, 1211, 2655, 9957, 8032, 1863, 47283, 3215, 8978, 11296, 13412, 2407, 39896, 33688, 3215, 9640, 3660], "avg_logprob": -0.11412183483001552, "compression_ratio": 2.102272727272727, "no_speech_prob": 0.0, "words": [{"start": 128.23, "end": 128.67, "word": "هنا", "probability": 0.849365234375}, {"start": 128.67, "end": 129.47, "word": " الكتاب", "probability": 0.9361979166666666}, {"start": 129.47, "end": 130.71, "word": " عندنا", "probability": 0.6719970703125}, {"start": 130.71, "end": 131.31, "word": " كتابين", "probability": 0.9781494140625}, {"start": 131.31, "end": 132.37, "word": " إلكترونيات", "probability": 0.8943219866071429}, {"start": 132.37, "end": 132.83, "word": " موجودين", "probability": 0.953369140625}, {"start": 132.83, "end": 132.95, "word": " على", "probability": 0.876953125}, {"start": 132.95, "end": 133.25, "word": " الصفحة", "probability": 0.888671875}, {"start": 133.25, "end": 133.85, "word": " الشخصية", "probability": 0.9964599609375}, {"start": 133.85, "end": 134.99, "word": " هاي", "probability": 0.416259765625}, {"start": 134.99, "end": 135.29, "word": " الرابط", "probability": 0.8273111979166666}, {"start": 135.29, "end": 135.69, "word": " تبعهم", "probability": 0.819091796875}, {"start": 135.69, "end": 136.19, "word": " إذا", "probability": 0.856201171875}, {"start": 136.19, "end": 136.51, "word": " الكتب", "probability": 0.9541015625}, {"start": 136.51, "end": 136.75, "word": " عندنا", "probability": 0.937255859375}, {"start": 136.75, "end": 137.47, "word": " إلكترونية", "probability": 0.9864095052083334}, {"start": 137.47, "end": 138.01, "word": " ممكن", "probability": 0.961669921875}, {"start": 138.01, "end": 138.45, "word": " تحمليها", "probability": 0.83367919921875}, {"start": 138.45, "end": 138.71, "word": " PDF", "probability": 0.89892578125}, {"start": 138.71, "end": 139.21, "word": " وخلاص", "probability": 0.8682861328125}, {"start": 139.21, "end": 139.47, "word": " يعني", "probability": 0.900634765625}, {"start": 139.47, "end": 139.77, "word": " من", "probability": 0.84375}, {"start": 139.77, "end": 139.95, "word": " غير", "probability": 0.993408203125}, {"start": 139.95, "end": 140.07, "word": " ما", "probability": 0.94482421875}, {"start": 140.07, "end": 140.51, "word": " تطبعيها", "probability": 0.94580078125}, {"start": 140.51, "end": 140.85, "word": " ورقي", "probability": 0.7267252604166666}, {"start": 140.85, "end": 141.05, "word": " اللي", "probability": 0.90771484375}, {"start": 141.05, "end": 141.81, "word": " برايحك", "probability": 0.9298828125}, {"start": 141.81, "end": 142.65, "word": " عندنا", "probability": 0.899169921875}, {"start": 142.65, "end": 142.87, "word": " إيش", "probability": 0.8943684895833334}, {"start": 142.87, "end": 143.25, "word": " عندنا", "probability": 0.8935546875}, {"start": 143.25, "end": 143.89, "word": " كتابين", "probability": 0.9627685546875}, {"start": 143.89, "end": 144.63, "word": " هنا", "probability": 0.51513671875}, {"start": 144.63, "end": 145.03, "word": " عندنا", "probability": 0.95556640625}, {"start": 145.03, "end": 145.45, "word": " مراجع", "probability": 0.9791259765625}, {"start": 145.45, "end": 145.99, "word": " مساعدة", "probability": 0.980712890625}, {"start": 145.99, "end": 146.39, "word": " مواقع", "probability": 0.900390625}, {"start": 146.39, "end": 146.83, "word": " انترنت", "probability": 0.8583984375}, {"start": 146.83, "end": 147.33, "word": " بتحكي", "probability": 0.9661865234375}, {"start": 147.33, "end": 147.47, "word": " عن", "probability": 0.9765625}, {"start": 147.47, "end": 147.77, "word": " نفس", "probability": 0.998291015625}, {"start": 147.77, "end": 149.21, "word": " المجال", "probability": 0.9889322916666666}, {"start": 149.21, "end": 152.39, "word": " المادة", "probability": 0.970703125}, {"start": 152.39, "end": 152.61, "word": " هذه", "probability": 0.449462890625}, {"start": 152.61, "end": 152.83, "word": " احنا", "probability": 0.8018391927083334}, {"start": 152.83, "end": 153.23, "word": " هناخد", "probability": 0.9783935546875}, {"start": 153.23, "end": 153.41, "word": " فيها", "probability": 0.9912109375}, {"start": 153.41, "end": 153.93, "word": " شغلتين", "probability": 0.9728515625}, {"start": 153.93, "end": 154.35, "word": " هناخد", "probability": 0.9501953125}, {"start": 154.35, "end": 154.73, "word": " فيها", "probability": 0.995849609375}, {"start": 154.73, "end": 155.51, "word": " شو", "probability": 0.844482421875}, {"start": 155.51, "end": 155.63, "word": " هي", "probability": 0.90234375}, {"start": 155.63, "end": 156.23, "word": " الإدارة", "probability": 0.9952392578125}], "temperature": 1.0}, {"id": 7, "seek": 17835, "start": 157.95, "end": 178.35, "text": "وظائفها الأربعة ووظائف المؤسسات اللي هي زي ما هو كتبلنا التخليط والتنظيم والقيادة والاقتصاد والرقابة والتسييق والمالية والمراد البشرية والانتاج، طبعا احنا هناخد نظرة شاملة عن علم إيش، علم الإدارة لما نخلص ان شاء الله من المادة، هنكون تعرفنا على شو يعني إدارة، كوّرنا فكرة عنها", "tokens": [2407, 19913, 16373, 5172, 11296, 16247, 25513, 27884, 4032, 2407, 19913, 16373, 5172, 9673, 33604, 3794, 3794, 9307, 13672, 1829, 39896, 30767, 1829, 19446, 31439, 9122, 2655, 36150, 8315, 16712, 9778, 20292, 9566, 16070, 2655, 1863, 19913, 32640, 16070, 38436, 18513, 3660, 16070, 995, 38149, 9381, 18513, 16070, 2288, 4587, 16758, 3660, 16070, 2655, 3794, 1829, 1829, 4587, 16070, 2304, 6027, 10632, 16070, 29973, 18513, 29739, 46309, 10632, 16070, 7649, 2655, 26108, 12399, 23032, 3555, 3615, 995, 1975, 5016, 8315, 8032, 1863, 47283, 3215, 8717, 19913, 25720, 13412, 10943, 37977, 18871, 11203, 2304, 11933, 1829, 8592, 12399, 11203, 2304, 33688, 3215, 9640, 3660, 5296, 15042, 8717, 9778, 1211, 9381, 16472, 13412, 16606, 21984, 9154, 9673, 18513, 3660, 12399, 8032, 1863, 30544, 37279, 28480, 8315, 15844, 13412, 2407, 37495, 22653, 11933, 3215, 9640, 3660, 12399, 9122, 2407, 11703, 2288, 8315, 6156, 4117, 25720, 18871, 11296], "avg_logprob": -0.16993535140465046, "compression_ratio": 1.9575289575289576, "no_speech_prob": 3.6954879760742188e-06, "words": [{"start": 157.95, "end": 158.71, "word": "وظائفها", "probability": 0.9337890625}, {"start": 158.71, "end": 159.23, "word": " الأربعة", "probability": 0.9490559895833334}, {"start": 159.23, "end": 161.63, "word": " ووظائف", "probability": 0.92919921875}, {"start": 161.63, "end": 162.47, "word": " المؤسسات", "probability": 0.99560546875}, {"start": 162.47, "end": 164.09, "word": " اللي", "probability": 0.67138671875}, {"start": 164.09, "end": 164.25, "word": " هي", "probability": 0.9443359375}, {"start": 164.25, "end": 164.41, "word": " زي", "probability": 0.8203125}, {"start": 164.41, "end": 164.49, "word": " ما", "probability": 0.96728515625}, {"start": 164.49, "end": 164.55, "word": " هو", "probability": 0.41015625}, {"start": 164.55, "end": 164.97, "word": " كتبلنا", "probability": 0.65264892578125}, {"start": 164.97, "end": 165.37, "word": " التخليط", "probability": 0.8424072265625}, {"start": 165.37, "end": 165.95, "word": " والتنظيم", "probability": 0.9677734375}, {"start": 165.95, "end": 166.45, "word": " والقيادة", "probability": 0.8880615234375}, {"start": 166.45, "end": 166.79, "word": " والاقتصاد", "probability": 0.831884765625}, {"start": 166.79, "end": 167.27, "word": " والرقابة", "probability": 0.90224609375}, {"start": 167.27, "end": 167.69, "word": " والتسييق", "probability": 0.8069661458333334}, {"start": 167.69, "end": 168.15, "word": " والمالية", "probability": 0.9674072265625}, {"start": 168.15, "end": 168.45, "word": " والمراد", "probability": 0.8050130208333334}, {"start": 168.45, "end": 168.85, "word": " البشرية", "probability": 0.7152506510416666}, {"start": 168.85, "end": 169.35, "word": " والانتاج،", "probability": 0.64814453125}, {"start": 169.35, "end": 169.45, "word": " طبعا", "probability": 0.7791748046875}, {"start": 169.45, "end": 169.55, "word": " احنا", "probability": 0.7320963541666666}, {"start": 169.55, "end": 169.89, "word": " هناخد", "probability": 0.981201171875}, {"start": 169.89, "end": 170.21, "word": " نظرة", "probability": 0.795654296875}, {"start": 170.21, "end": 170.87, "word": " شاملة", "probability": 0.99267578125}, {"start": 170.87, "end": 171.51, "word": " عن", "probability": 0.97900390625}, {"start": 171.51, "end": 171.77, "word": " علم", "probability": 0.949951171875}, {"start": 171.77, "end": 172.17, "word": " إيش،", "probability": 0.75286865234375}, {"start": 172.17, "end": 172.41, "word": " علم", "probability": 0.838623046875}, {"start": 172.41, "end": 173.49, "word": " الإدارة", "probability": 0.995361328125}, {"start": 173.49, "end": 174.11, "word": " لما", "probability": 0.781982421875}, {"start": 174.11, "end": 174.53, "word": " نخلص", "probability": 0.9896240234375}, {"start": 174.53, "end": 174.65, "word": " ان", "probability": 0.63232421875}, {"start": 174.65, "end": 174.83, "word": " شاء", "probability": 0.920166015625}, {"start": 174.83, "end": 174.89, "word": " الله", "probability": 0.962890625}, {"start": 174.89, "end": 175.03, "word": " من", "probability": 0.98876953125}, {"start": 175.03, "end": 175.51, "word": " المادة،", "probability": 0.9033203125}, {"start": 175.51, "end": 175.75, "word": " هنكون", "probability": 0.93798828125}, {"start": 175.75, "end": 176.17, "word": " تعرفنا", "probability": 0.9474283854166666}, {"start": 176.17, "end": 176.33, "word": " على", "probability": 0.734375}, {"start": 176.33, "end": 176.49, "word": " شو", "probability": 0.86376953125}, {"start": 176.49, "end": 176.65, "word": " يعني", "probability": 0.95703125}, {"start": 176.65, "end": 177.37, "word": " إدارة،", "probability": 0.97734375}, {"start": 177.37, "end": 177.75, "word": " كوّرنا", "probability": 0.82412109375}, {"start": 177.75, "end": 178.03, "word": " فكرة", "probability": 0.9938151041666666}, {"start": 178.03, "end": 178.35, "word": " عنها", "probability": 0.998046875}], "temperature": 1.0}, {"id": 8, "seek": 20392, "start": 179.14, "end": 203.92, "text": "الإدارة بين المادة والحاضر هندرس مع بعض وظائف الإدارة ووظائف المشروع كمان هنتعلم مع بعض كيف ممكن نكتسب مهارات إدارية حيكون عندنا cases study كيف بدنا أنحلهم مع بعض هذا توزيع خطط المادة على الأربع تاشر أسبوع احنا عندنا ستاشر نستثني منهم أسبوعين للامتحانات بضل جداش أربع تاشر", "tokens": [6027, 28814, 3215, 9640, 3660, 49374, 9673, 18513, 3660, 16070, 5016, 46958, 2288, 8032, 41260, 2288, 3794, 20449, 45030, 11242, 4032, 19913, 16373, 5172, 33688, 3215, 9640, 3660, 4032, 2407, 19913, 16373, 5172, 9673, 8592, 32887, 3615, 9122, 2304, 7649, 8032, 29399, 3615, 19528, 20449, 45030, 11242, 9122, 33911, 3714, 43020, 8717, 4117, 2655, 35457, 3714, 3224, 9640, 9307, 11933, 3215, 9640, 10632, 11331, 1829, 30544, 43242, 8315, 3331, 2979, 9122, 33911, 47525, 8315, 14739, 5016, 1211, 16095, 20449, 45030, 11242, 23758, 33427, 11622, 40228, 16490, 9566, 9566, 9673, 18513, 3660, 15844, 16247, 25513, 3615, 6055, 33599, 2288, 5551, 35457, 45367, 1975, 5016, 8315, 43242, 8315, 8608, 2655, 33599, 2288, 8717, 14851, 12984, 22653, 9154, 16095, 5551, 35457, 45367, 9957, 24976, 10943, 2655, 5016, 7649, 9307, 4724, 11242, 1211, 10874, 3215, 33599, 5551, 25513, 3615, 6055, 33599, 2288], "avg_logprob": -0.165917263614188, "compression_ratio": 1.963855421686747, "no_speech_prob": 0.0, "words": [{"start": 179.14, "end": 179.76, "word": "الإدارة", "probability": 0.8904296875}, {"start": 179.76, "end": 179.88, "word": " بين", "probability": 0.97265625}, {"start": 179.88, "end": 180.16, "word": " المادة", "probability": 0.9436848958333334}, {"start": 180.16, "end": 180.76, "word": " والحاضر", "probability": 0.87060546875}, {"start": 180.76, "end": 181.72, "word": " هندرس", "probability": 0.7392578125}, {"start": 181.72, "end": 181.86, "word": " مع", "probability": 0.9482421875}, {"start": 181.86, "end": 182.08, "word": " بعض", "probability": 0.994384765625}, {"start": 182.08, "end": 182.44, "word": " وظائف", "probability": 0.968994140625}, {"start": 182.44, "end": 182.78, "word": " الإدارة", "probability": 0.9915771484375}, {"start": 182.78, "end": 183.12, "word": " ووظائف", "probability": 0.921484375}, {"start": 183.12, "end": 183.76, "word": " المشروع", "probability": 0.99169921875}, {"start": 183.76, "end": 184.52, "word": " كمان", "probability": 0.9695638020833334}, {"start": 184.52, "end": 184.98, "word": " هنتعلم", "probability": 0.8944091796875}, {"start": 184.98, "end": 185.12, "word": " مع", "probability": 0.9736328125}, {"start": 185.12, "end": 185.34, "word": " بعض", "probability": 0.9951171875}, {"start": 185.34, "end": 185.52, "word": " كيف", "probability": 0.96826171875}, {"start": 185.52, "end": 185.74, "word": " ممكن", "probability": 0.928955078125}, {"start": 185.74, "end": 186.16, "word": " نكتسب", "probability": 0.9195556640625}, {"start": 186.16, "end": 186.76, "word": " مهارات", "probability": 0.978271484375}, {"start": 186.76, "end": 187.9, "word": " إدارية", "probability": 0.986572265625}, {"start": 187.9, "end": 188.88, "word": " حيكون", "probability": 0.7334798177083334}, {"start": 188.88, "end": 189.16, "word": " عندنا", "probability": 0.817138671875}, {"start": 189.16, "end": 189.36, "word": " cases", "probability": 0.6767578125}, {"start": 189.36, "end": 189.7, "word": " study", "probability": 0.794921875}, {"start": 189.7, "end": 189.94, "word": " كيف", "probability": 0.794921875}, {"start": 189.94, "end": 190.3, "word": " بدنا", "probability": 0.9580078125}, {"start": 190.3, "end": 190.82, "word": " أنحلهم", "probability": 0.8099365234375}, {"start": 190.82, "end": 190.98, "word": " مع", "probability": 0.99072265625}, {"start": 190.98, "end": 191.24, "word": " بعض", "probability": 0.996826171875}, {"start": 191.24, "end": 193.5, "word": " هذا", "probability": 0.70947265625}, {"start": 193.5, "end": 194.18, "word": " توزيع", "probability": 0.9441731770833334}, {"start": 194.18, "end": 194.68, "word": " خطط", "probability": 0.8642578125}, {"start": 194.68, "end": 195.2, "word": " المادة", "probability": 0.9873046875}, {"start": 195.2, "end": 195.42, "word": " على", "probability": 0.90869140625}, {"start": 195.42, "end": 196.38, "word": " الأربع", "probability": 0.6586100260416666}, {"start": 196.38, "end": 196.84, "word": " تاشر", "probability": 0.7124430338541666}, {"start": 196.84, "end": 197.6, "word": " أسبوع", "probability": 0.9138997395833334}, {"start": 197.6, "end": 198.3, "word": " احنا", "probability": 0.8185221354166666}, {"start": 198.3, "end": 198.54, "word": " عندنا", "probability": 0.95166015625}, {"start": 198.54, "end": 199.24, "word": " ستاشر", "probability": 0.87646484375}, {"start": 199.24, "end": 200.84, "word": " نستثني", "probability": 0.59326171875}, {"start": 200.84, "end": 201.26, "word": " منهم", "probability": 0.955078125}, {"start": 201.26, "end": 201.82, "word": " أسبوعين", "probability": 0.9359130859375}, {"start": 201.82, "end": 202.42, "word": " للامتحانات", "probability": 0.8719889322916666}, {"start": 202.42, "end": 202.64, "word": " بضل", "probability": 0.62548828125}, {"start": 202.64, "end": 203.06, "word": " جداش", "probability": 0.74267578125}, {"start": 203.06, "end": 203.6, "word": " أربع", "probability": 0.7794596354166666}, {"start": 203.6, "end": 203.92, "word": " تاشر", "probability": 0.9425455729166666}], "temperature": 1.0}, {"id": 9, "seek": 21146, "start": 204.62, "end": 211.46, "text": "هي المادة موزعة بالشكل هذا، هنبدأ اليوم في مفاهيم الإدارة والأعمال في عالم اليوم", "tokens": [3224, 1829, 9673, 18513, 3660, 3714, 2407, 11622, 27884, 20666, 8592, 28820, 23758, 12399, 8032, 1863, 44510, 10721, 45595, 20498, 8978, 3714, 5172, 40294, 32640, 33688, 3215, 9640, 3660, 16070, 10721, 25957, 6027, 8978, 6225, 45340, 45595, 20498], "avg_logprob": -0.12339742978413899, "compression_ratio": 1.47, "no_speech_prob": 0.0, "words": [{"start": 204.62, "end": 204.96, "word": "هي", "probability": 0.844970703125}, {"start": 204.96, "end": 205.34, "word": " المادة", "probability": 0.98681640625}, {"start": 205.34, "end": 205.9, "word": " موزعة", "probability": 0.967041015625}, {"start": 205.9, "end": 206.46, "word": " بالشكل", "probability": 0.7718098958333334}, {"start": 206.46, "end": 207.06, "word": " هذا،", "probability": 0.594482421875}, {"start": 207.06, "end": 207.52, "word": " هنبدأ", "probability": 0.927490234375}, {"start": 207.52, "end": 207.84, "word": " اليوم", "probability": 0.970703125}, {"start": 207.84, "end": 207.96, "word": " في", "probability": 0.87890625}, {"start": 207.96, "end": 208.78, "word": " مفاهيم", "probability": 0.97216796875}, {"start": 208.78, "end": 209.28, "word": " الإدارة", "probability": 0.9842529296875}, {"start": 209.28, "end": 209.92, "word": " والأعمال", "probability": 0.81298828125}, {"start": 209.92, "end": 210.16, "word": " في", "probability": 0.96923828125}, {"start": 210.16, "end": 210.54, "word": " عالم", "probability": 0.921875}, {"start": 210.54, "end": 211.46, "word": " اليوم", "probability": 0.96826171875}], "temperature": 1.0}, {"id": 10, "seek": 24035, "start": 213.69, "end": 240.35, "text": "لما نخلص ان شاء الله مخرجات المادة هتكون بتعرفي شو معنى إدارة لحتى تتأهل للدراسة للماجستير هيكون عندك مهارات التفكير والتحليل والقدرة على حال المشاكل لأن الإدارة بتعتمد على كده هيكون عندك مهارات شخصية اللي هي التواصل اللي عمل بروح الفريق هيكون عندك مهارات التحليل والإيش والاتصال اللي هي قاعد الأساسية لعلم الإدارة في عندنا استراتيجيات زي ما انتوا عارفين للتدريس هنعتمدها ان شاء الله", "tokens": [1211, 15042, 8717, 9778, 1211, 9381, 16472, 13412, 16606, 21984, 3714, 34740, 7435, 9307, 9673, 18513, 3660, 8032, 2655, 30544, 39894, 3615, 28480, 1829, 13412, 2407, 20449, 1863, 7578, 11933, 3215, 9640, 3660, 5296, 33753, 7578, 6055, 2655, 10721, 3224, 1211, 24976, 3215, 23557, 3794, 3660, 5296, 19528, 26108, 14851, 13546, 8032, 1829, 30544, 43242, 4117, 3714, 3224, 9640, 9307, 16712, 5172, 4117, 13546, 16070, 2655, 5016, 20292, 1211, 16070, 28543, 25720, 15844, 11331, 6027, 9673, 8592, 995, 28820, 5296, 33456, 33688, 3215, 9640, 3660, 39894, 34268, 2304, 3215, 15844, 9122, 3215, 3224, 8032, 1829, 30544, 43242, 4117, 3714, 3224, 9640, 9307, 13412, 9778, 9381, 10632, 13672, 1829, 39896, 16712, 2407, 33546, 1211, 13672, 1829, 6225, 42213, 4724, 32887, 5016, 27188, 16572, 4587, 8032, 1829, 30544, 43242, 4117, 3714, 3224, 9640, 9307, 16712, 5016, 20292, 1211, 16070, 28814, 1829, 8592, 16070, 9307, 9381, 6027, 13672, 1829, 39896, 12174, 995, 22488, 16247, 3794, 32277, 10632, 5296, 3615, 19528, 33688, 3215, 9640, 3660, 8978, 43242, 8315, 44713, 2288, 9307, 1829, 7435, 1829, 9307, 30767, 1829, 19446, 16472, 2655, 14407, 6225, 9640, 5172, 9957, 24976, 2655, 3215, 16572, 3794, 8032, 1863, 34268, 2304, 3215, 11296, 16472, 13412, 16606, 21984], "avg_logprob": -0.13380392765635765, "compression_ratio": 2.3245033112582782, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 213.69, "end": 214.03, "word": "لما", "probability": 0.738525390625}, {"start": 214.03, "end": 214.51, "word": " نخلص", "probability": 0.9620361328125}, {"start": 214.51, "end": 214.69, "word": " ان", "probability": 0.6611328125}, {"start": 214.69, "end": 214.91, "word": " شاء", "probability": 0.912841796875}, {"start": 214.91, "end": 214.99, "word": " الله", "probability": 0.95654296875}, {"start": 214.99, "end": 215.79, "word": " مخرجات", "probability": 0.920166015625}, {"start": 215.79, "end": 216.29, "word": " المادة", "probability": 0.9847005208333334}, {"start": 216.29, "end": 217.17, "word": " هتكون", "probability": 0.8453776041666666}, {"start": 217.17, "end": 217.69, "word": " بتعرفي", "probability": 0.90283203125}, {"start": 217.69, "end": 217.81, "word": " شو", "probability": 0.9130859375}, {"start": 217.81, "end": 218.05, "word": " معنى", "probability": 0.7679850260416666}, {"start": 218.05, "end": 218.51, "word": " إدارة", "probability": 0.978515625}, {"start": 218.51, "end": 219.17, "word": " لحتى", "probability": 0.8948567708333334}, {"start": 219.17, "end": 219.65, "word": " تتأهل", "probability": 0.87939453125}, {"start": 219.65, "end": 220.01, "word": " للدراسة", "probability": 0.838671875}, {"start": 220.01, "end": 220.63, "word": " للماجستير", "probability": 0.78310546875}, {"start": 220.63, "end": 221.55, "word": " هيكون", "probability": 0.630859375}, {"start": 221.55, "end": 221.83, "word": " عندك", "probability": 0.992919921875}, {"start": 221.83, "end": 222.13, "word": " مهارات", "probability": 0.9658203125}, {"start": 222.13, "end": 222.57, "word": " التفكير", "probability": 0.99462890625}, {"start": 222.57, "end": 223.19, "word": " والتحليل", "probability": 0.9322265625}, {"start": 223.19, "end": 223.61, "word": " والقدرة", "probability": 0.7976888020833334}, {"start": 223.61, "end": 223.73, "word": " على", "probability": 0.38330078125}, {"start": 223.73, "end": 223.83, "word": " حال", "probability": 0.322265625}, {"start": 223.83, "end": 224.25, "word": " المشاكل", "probability": 0.986083984375}, {"start": 224.25, "end": 224.45, "word": " لأن", "probability": 0.731689453125}, {"start": 224.45, "end": 224.75, "word": " الإدارة", "probability": 0.9942626953125}, {"start": 224.75, "end": 225.11, "word": " بتعتمد", "probability": 0.950927734375}, {"start": 225.11, "end": 225.25, "word": " على", "probability": 0.845703125}, {"start": 225.25, "end": 225.57, "word": " كده", "probability": 0.9680989583333334}, {"start": 225.57, "end": 226.33, "word": " هيكون", "probability": 0.7027180989583334}, {"start": 226.33, "end": 226.59, "word": " عندك", "probability": 0.991455078125}, {"start": 226.59, "end": 226.95, "word": " مهارات", "probability": 0.994140625}, {"start": 226.95, "end": 227.45, "word": " شخصية", "probability": 0.992431640625}, {"start": 227.45, "end": 227.57, "word": " اللي", "probability": 0.768798828125}, {"start": 227.57, "end": 227.65, "word": " هي", "probability": 0.95166015625}, {"start": 227.65, "end": 228.21, "word": " التواصل", "probability": 0.981201171875}, {"start": 228.21, "end": 228.35, "word": " اللي", "probability": 0.809814453125}, {"start": 228.35, "end": 228.51, "word": " عمل", "probability": 0.9267578125}, {"start": 228.51, "end": 228.81, "word": " بروح", "probability": 0.8634440104166666}, {"start": 228.81, "end": 229.29, "word": " الفريق", "probability": 0.98828125}, {"start": 229.29, "end": 230.17, "word": " هيكون", "probability": 0.8287760416666666}, {"start": 230.17, "end": 230.43, "word": " عندك", "probability": 0.992919921875}, {"start": 230.43, "end": 230.71, "word": " مهارات", "probability": 0.989501953125}, {"start": 230.71, "end": 231.11, "word": " التحليل", "probability": 0.9896240234375}, {"start": 231.11, "end": 231.59, "word": " والإيش", "probability": 0.66790771484375}, {"start": 231.59, "end": 232.89, "word": " والاتصال", "probability": 0.9189453125}, {"start": 232.89, "end": 233.01, "word": " اللي", "probability": 0.982421875}, {"start": 233.01, "end": 233.31, "word": " هي", "probability": 0.97412109375}, {"start": 233.31, "end": 234.37, "word": " قاعد", "probability": 0.8611653645833334}, {"start": 234.37, "end": 234.93, "word": " الأساسية", "probability": 0.9390869140625}, {"start": 234.93, "end": 235.45, "word": " لعلم", "probability": 0.7562662760416666}, {"start": 235.45, "end": 236.69, "word": " الإدارة", "probability": 0.9949951171875}, {"start": 236.69, "end": 237.21, "word": " في", "probability": 0.650390625}, {"start": 237.21, "end": 237.51, "word": " عندنا", "probability": 0.85498046875}, {"start": 237.51, "end": 238.21, "word": " استراتيجيات", "probability": 0.9661690848214286}, {"start": 238.21, "end": 238.41, "word": " زي", "probability": 0.94921875}, {"start": 238.41, "end": 238.45, "word": " ما", "probability": 0.97509765625}, {"start": 238.45, "end": 238.59, "word": " انتوا", "probability": 0.8186848958333334}, {"start": 238.59, "end": 238.79, "word": " عارفين", "probability": 0.9642333984375}, {"start": 238.79, "end": 239.33, "word": " للتدريس", "probability": 0.962109375}, {"start": 239.33, "end": 239.91, "word": " هنعتمدها", "probability": 0.9400227864583334}, {"start": 239.91, "end": 240.05, "word": " ان", "probability": 0.89111328125}, {"start": 240.05, "end": 240.25, "word": " شاء", "probability": 0.9912109375}, {"start": 240.25, "end": 240.35, "word": " الله", "probability": 0.931640625}], "temperature": 1.0}, {"id": 11, "seek": 24406, "start": 241.5, "end": 244.06, "text": "إن المحاضرة المشاركة طبعا لازم تشاركوا في المحاضرة", "tokens": [28814, 1863, 9673, 5016, 46958, 25720, 9673, 8592, 9640, 4117, 3660, 23032, 3555, 3615, 995, 5296, 31377, 2304, 6055, 8592, 9640, 4117, 14407, 8978, 9673, 5016, 46958, 25720], "avg_logprob": -0.06586745381355286, "compression_ratio": 1.3098591549295775, "no_speech_prob": 0.0, "words": [{"start": 241.5, "end": 241.8, "word": "إن", "probability": 0.7261962890625}, {"start": 241.8, "end": 242.26, "word": " المحاضرة", "probability": 0.9727783203125}, {"start": 242.26, "end": 242.72, "word": " المشاركة", "probability": 0.965234375}, {"start": 242.72, "end": 242.96, "word": " طبعا", "probability": 0.90478515625}, {"start": 242.96, "end": 243.14, "word": " لازم", "probability": 0.9641927083333334}, {"start": 243.14, "end": 243.5, "word": " تشاركوا", "probability": 0.9779296875}, {"start": 243.5, "end": 243.58, "word": " في", "probability": 0.9716796875}, {"start": 243.58, "end": 244.06, "word": " المحاضرة", "probability": 0.9842529296875}], "temperature": 1.0}, {"id": 12, "seek": 27220, "start": 245.87, "end": 272.21, "text": "عنا كمان الصف المقلوب اللي هو نحضره في البيت و نيجي نشرحه عنا كمان العصف الدهني نطرح سؤال و نفكر فيه عنا المحاكاة مجموعات مصغرة و فاكر زاوى الشارك و هكذا كلهم هناخدهم ان شاء الله أثناء الفصل اللي هان الطالبة عشان تنجح في المدى و تجدازها ان شاء الله لازم تحضر المحاضرة و تشارك في عنا quizات لحتى الذاكره طبعا مطلوب منكوا presentation", "tokens": [3615, 8315, 9122, 2304, 7649, 31767, 5172, 9673, 4587, 1211, 37746, 13672, 1829, 31439, 8717, 5016, 11242, 2288, 3224, 8978, 2423, 21292, 2655, 4032, 8717, 1829, 7435, 1829, 8717, 46309, 5016, 3224, 6225, 8315, 9122, 2304, 7649, 18863, 9381, 5172, 32748, 3224, 22653, 8717, 9566, 2288, 5016, 8608, 33604, 6027, 4032, 8717, 5172, 37983, 8978, 3224, 6225, 8315, 9673, 5016, 995, 4117, 995, 3660, 3714, 7435, 2304, 45367, 9307, 3714, 9381, 17082, 25720, 4032, 6156, 995, 37983, 30767, 995, 2407, 7578, 25124, 9640, 4117, 4032, 8032, 4117, 15730, 28242, 16095, 8032, 1863, 47283, 3215, 16095, 16472, 13412, 16606, 21984, 5551, 12984, 1863, 16606, 27188, 36520, 13672, 1829, 8032, 7649, 41950, 6027, 49401, 6225, 8592, 7649, 6055, 1863, 7435, 5016, 8978, 9673, 3215, 7578, 4032, 6055, 7435, 3215, 31377, 11296, 16472, 13412, 16606, 21984, 5296, 31377, 2304, 6055, 5016, 11242, 2288, 9673, 5016, 46958, 25720, 4032, 6055, 8592, 9640, 4117, 8978, 6225, 8315, 15450, 9307, 5296, 33753, 7578, 32545, 995, 37983, 3224, 23032, 3555, 3615, 995, 3714, 9566, 1211, 37746, 9154, 4117, 14407, 5860], "avg_logprob": -0.14322916589591694, "compression_ratio": 1.989795918367347, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 245.87, "end": 246.19, "word": "عنا", "probability": 0.908447265625}, {"start": 246.19, "end": 246.53, "word": " كمان", "probability": 0.9939778645833334}, {"start": 246.53, "end": 246.91, "word": " الصف", "probability": 0.974853515625}, {"start": 246.91, "end": 247.53, "word": " المقلوب", "probability": 0.9168701171875}, {"start": 247.53, "end": 248.11, "word": " اللي", "probability": 0.6923828125}, {"start": 248.11, "end": 248.19, "word": " هو", "probability": 0.978515625}, {"start": 248.19, "end": 248.61, "word": " نحضره", "probability": 0.6947265625}, {"start": 248.61, "end": 248.69, "word": " في", "probability": 0.951171875}, {"start": 248.69, "end": 248.95, "word": " البيت", "probability": 0.9568684895833334}, {"start": 248.95, "end": 249.03, "word": " و", "probability": 0.9931640625}, {"start": 249.03, "end": 249.35, "word": " نيجي", "probability": 0.918212890625}, {"start": 249.35, "end": 250.19, "word": " نشرحه", "probability": 0.963134765625}, {"start": 250.19, "end": 250.65, "word": " عنا", "probability": 0.9267578125}, {"start": 250.65, "end": 250.97, "word": " كمان", "probability": 0.9977213541666666}, {"start": 250.97, "end": 251.35, "word": " العصف", "probability": 0.9759114583333334}, {"start": 251.35, "end": 251.71, "word": " الدهني", "probability": 0.85009765625}, {"start": 251.71, "end": 252.09, "word": " نطرح", "probability": 0.9471435546875}, {"start": 252.09, "end": 252.55, "word": " سؤال", "probability": 0.9957682291666666}, {"start": 252.55, "end": 253.03, "word": " و", "probability": 0.990234375}, {"start": 253.03, "end": 253.37, "word": " نفكر", "probability": 0.9850260416666666}, {"start": 253.37, "end": 253.95, "word": " فيه", "probability": 0.990478515625}, {"start": 253.95, "end": 254.43, "word": " عنا", "probability": 0.97314453125}, {"start": 254.43, "end": 255.05, "word": " المحاكاة", "probability": 0.7694091796875}, {"start": 255.05, "end": 255.57, "word": " مجموعات", "probability": 0.98515625}, {"start": 255.57, "end": 256.21, "word": " مصغرة", "probability": 0.8597412109375}, {"start": 256.21, "end": 256.93, "word": " و", "probability": 0.93310546875}, {"start": 256.93, "end": 257.99, "word": " فاكر", "probability": 0.7730305989583334}, {"start": 257.99, "end": 258.41, "word": " زاوى", "probability": 0.675048828125}, {"start": 258.41, "end": 258.89, "word": " الشارك", "probability": 0.8408203125}, {"start": 258.89, "end": 258.99, "word": " و", "probability": 0.9384765625}, {"start": 258.99, "end": 259.19, "word": " هكذا", "probability": 0.6397298177083334}, {"start": 259.19, "end": 259.45, "word": " كلهم", "probability": 0.711669921875}, {"start": 259.45, "end": 259.85, "word": " هناخدهم", "probability": 0.96650390625}, {"start": 259.85, "end": 260.03, "word": " ان", "probability": 0.72412109375}, {"start": 260.03, "end": 260.21, "word": " شاء", "probability": 0.980712890625}, {"start": 260.21, "end": 260.33, "word": " الله", "probability": 0.95703125}, {"start": 260.33, "end": 261.31, "word": " أثناء", "probability": 0.8394775390625}, {"start": 261.31, "end": 261.99, "word": " الفصل", "probability": 0.911865234375}, {"start": 261.99, "end": 263.03, "word": " اللي", "probability": 0.688232421875}, {"start": 263.03, "end": 263.21, "word": " هان", "probability": 0.6142578125}, {"start": 263.21, "end": 263.77, "word": " الطالبة", "probability": 0.7893880208333334}, {"start": 263.77, "end": 264.19, "word": " عشان", "probability": 0.9833984375}, {"start": 264.19, "end": 264.61, "word": " تنجح", "probability": 0.997314453125}, {"start": 264.61, "end": 264.71, "word": " في", "probability": 0.908203125}, {"start": 264.71, "end": 264.97, "word": " المدى", "probability": 0.8138020833333334}, {"start": 264.97, "end": 265.05, "word": " و", "probability": 0.8720703125}, {"start": 265.05, "end": 265.71, "word": " تجدازها", "probability": 0.88974609375}, {"start": 265.71, "end": 265.85, "word": " ان", "probability": 0.8759765625}, {"start": 265.85, "end": 266.01, "word": " شاء", "probability": 0.9970703125}, {"start": 266.01, "end": 266.27, "word": " الله", "probability": 0.9580078125}, {"start": 266.27, "end": 266.91, "word": " لازم", "probability": 0.9900716145833334}, {"start": 266.91, "end": 267.23, "word": " تحضر", "probability": 0.9727783203125}, {"start": 267.23, "end": 267.69, "word": " المحاضرة", "probability": 0.98046875}, {"start": 267.69, "end": 267.81, "word": " و", "probability": 0.87451171875}, {"start": 267.81, "end": 268.33, "word": " تشارك", "probability": 0.9949951171875}, {"start": 268.33, "end": 269.03, "word": " في", "probability": 0.8505859375}, {"start": 269.03, "end": 269.27, "word": " عنا", "probability": 0.89111328125}, {"start": 269.27, "end": 269.73, "word": " quizات", "probability": 0.49945068359375}, {"start": 269.73, "end": 270.05, "word": " لحتى", "probability": 0.9072265625}, {"start": 270.05, "end": 270.73, "word": " الذاكره", "probability": 0.9420166015625}, {"start": 270.73, "end": 271.29, "word": " طبعا", "probability": 0.98779296875}, {"start": 271.29, "end": 271.61, "word": " مطلوب", "probability": 0.9183349609375}, {"start": 271.61, "end": 271.83, "word": " منكوا", "probability": 0.7784830729166666}, {"start": 271.83, "end": 272.21, "word": " presentation", "probability": 0.97021484375}], "temperature": 1.0}, {"id": 13, "seek": 30158, "start": 274.27, "end": 301.59, "text": "إذا ضال العدد قليل هشيل أنا برضه معاكم في المادة أشرح أنا يعني طبعا في ال presentation يا أخوات أنت بتعرضي ال chapter تبعك و أنا برجع بشرح تاني إن شاء الله في عنا ممكن نجيب مقالات تلخصيها تشوف إيش استفدتي منها case study زي ما حكينا و بعدين عنا .. خد بالك عنا امتحانين نصفي و امتحان نهائي لأن عنا مدوان و مدوا عشان مصلحتكم كيف هنقيمكم؟", "tokens": [28814, 15730, 48812, 6027, 18863, 3215, 3215, 12174, 20292, 1211, 8032, 8592, 26895, 41850, 4724, 43042, 3224, 20449, 995, 24793, 8978, 9673, 18513, 3660, 5551, 46309, 5016, 41850, 37495, 22653, 23032, 3555, 3615, 995, 8978, 2423, 5860, 35186, 5551, 9778, 2407, 9307, 14739, 2655, 39894, 3615, 43042, 1829, 2423, 7187, 6055, 3555, 3615, 4117, 4032, 41850, 4724, 47341, 3615, 4724, 46309, 5016, 6055, 7649, 1829, 36145, 13412, 16606, 21984, 8978, 6225, 8315, 3714, 43020, 8717, 7435, 1829, 3555, 3714, 4587, 6027, 9307, 6055, 1211, 9778, 9381, 1829, 11296, 6055, 8592, 38688, 11933, 1829, 8592, 44713, 5172, 3215, 31371, 9154, 11296, 1389, 2979, 30767, 1829, 19446, 11331, 4117, 1829, 8315, 4032, 39182, 9957, 6225, 8315, 4386, 16490, 3215, 20666, 4117, 6225, 8315, 1975, 2304, 2655, 5016, 7649, 9957, 8717, 9381, 41185, 4032, 1975, 2304, 2655, 5016, 7649, 8717, 3224, 16373, 1829, 5296, 33456, 6225, 8315, 3714, 3215, 2407, 7649, 4032, 3714, 3215, 14407, 6225, 8592, 7649, 3714, 36520, 33753, 24793, 9122, 33911, 8032, 1863, 4587, 32640, 24793, 22807], "avg_logprob": -0.18629092111119203, "compression_ratio": 1.8248407643312101, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 274.27, "end": 274.57, "word": "إذا", "probability": 0.910400390625}, {"start": 274.57, "end": 274.81, "word": " ضال", "probability": 0.6134033203125}, {"start": 274.81, "end": 275.15, "word": " العدد", "probability": 0.9611002604166666}, {"start": 275.15, "end": 275.61, "word": " قليل", "probability": 0.9851888020833334}, {"start": 275.61, "end": 276.13, "word": " هشيل", "probability": 0.7473958333333334}, {"start": 276.13, "end": 276.29, "word": " أنا", "probability": 0.69482421875}, {"start": 276.29, "end": 276.53, "word": " برضه", "probability": 0.9666341145833334}, {"start": 276.53, "end": 276.91, "word": " معاكم", "probability": 0.927734375}, {"start": 276.91, "end": 277.07, "word": " في", "probability": 0.9375}, {"start": 277.07, "end": 277.55, "word": " المادة", "probability": 0.9851888020833334}, {"start": 277.55, "end": 279.11, "word": " أشرح", "probability": 0.904296875}, {"start": 279.11, "end": 279.29, "word": " أنا", "probability": 0.8740234375}, {"start": 279.29, "end": 279.59, "word": " يعني", "probability": 0.8310546875}, {"start": 279.59, "end": 280.33, "word": " طبعا", "probability": 0.9085693359375}, {"start": 280.33, "end": 280.43, "word": " في", "probability": 0.78955078125}, {"start": 280.43, "end": 280.49, "word": " ال", "probability": 0.91064453125}, {"start": 280.49, "end": 280.89, "word": " presentation", "probability": 0.498046875}, {"start": 280.89, "end": 281.15, "word": " يا", "probability": 0.93359375}, {"start": 281.15, "end": 281.37, "word": " أخوات", "probability": 0.907958984375}, {"start": 281.37, "end": 281.59, "word": " أنت", "probability": 0.69140625}, {"start": 281.59, "end": 282.23, "word": " بتعرضي", "probability": 0.953125}, {"start": 282.23, "end": 282.51, "word": " ال", "probability": 0.75}, {"start": 282.51, "end": 282.75, "word": " chapter", "probability": 0.7109375}, {"start": 282.75, "end": 283.19, "word": " تبعك", "probability": 0.9259033203125}, {"start": 283.19, "end": 283.27, "word": " و", "probability": 0.7060546875}, {"start": 283.27, "end": 283.41, "word": " أنا", "probability": 0.716796875}, {"start": 283.41, "end": 283.71, "word": " برجع", "probability": 0.95654296875}, {"start": 283.71, "end": 284.05, "word": " بشرح", "probability": 0.94482421875}, {"start": 284.05, "end": 284.37, "word": " تاني", "probability": 0.9723307291666666}, {"start": 284.37, "end": 284.91, "word": " إن", "probability": 0.354736328125}, {"start": 284.91, "end": 285.07, "word": " شاء", "probability": 0.96435546875}, {"start": 285.07, "end": 285.25, "word": " الله", "probability": 0.95263671875}, {"start": 285.25, "end": 285.97, "word": " في", "probability": 0.552734375}, {"start": 285.97, "end": 286.13, "word": " عنا", "probability": 0.6861572265625}, {"start": 286.13, "end": 286.37, "word": " ممكن", "probability": 0.985595703125}, {"start": 286.37, "end": 286.67, "word": " نجيب", "probability": 0.98779296875}, {"start": 286.67, "end": 287.13, "word": " مقالات", "probability": 0.990966796875}, {"start": 287.13, "end": 287.77, "word": " تلخصيها", "probability": 0.8883463541666666}, {"start": 287.77, "end": 288.13, "word": " تشوف", "probability": 0.793212890625}, {"start": 288.13, "end": 288.25, "word": " إيش", "probability": 0.82958984375}, {"start": 288.25, "end": 288.75, "word": " استفدتي", "probability": 0.8817138671875}, {"start": 288.75, "end": 289.13, "word": " منها", "probability": 0.99609375}, {"start": 289.13, "end": 290.17, "word": " case", "probability": 0.2685546875}, {"start": 290.17, "end": 290.53, "word": " study", "probability": 0.751953125}, {"start": 290.53, "end": 290.69, "word": " زي", "probability": 0.943359375}, {"start": 290.69, "end": 290.73, "word": " ما", "probability": 0.9609375}, {"start": 290.73, "end": 291.07, "word": " حكينا", "probability": 0.8787841796875}, {"start": 291.07, "end": 291.15, "word": " و", "probability": 0.59814453125}, {"start": 291.15, "end": 291.49, "word": " بعدين", "probability": 0.684326171875}, {"start": 291.49, "end": 291.85, "word": " عنا", "probability": 0.6611328125}, {"start": 291.85, "end": 291.95, "word": " ..", "probability": 0.4619140625}, {"start": 291.95, "end": 292.13, "word": " خد", "probability": 0.6392822265625}, {"start": 292.13, "end": 292.35, "word": " بالك", "probability": 0.728515625}, {"start": 292.35, "end": 292.55, "word": " عنا", "probability": 0.901611328125}, {"start": 292.55, "end": 293.19, "word": " امتحانين", "probability": 0.9458821614583334}, {"start": 293.19, "end": 293.85, "word": " نصفي", "probability": 0.95068359375}, {"start": 293.85, "end": 294.03, "word": " و", "probability": 0.97705078125}, {"start": 294.03, "end": 294.53, "word": " امتحان", "probability": 0.9244140625}, {"start": 294.53, "end": 295.87, "word": " نهائي", "probability": 0.978271484375}, {"start": 295.87, "end": 296.97, "word": " لأن", "probability": 0.62109375}, {"start": 296.97, "end": 297.15, "word": " عنا", "probability": 0.964111328125}, {"start": 297.15, "end": 297.61, "word": " مدوان", "probability": 0.68487548828125}, {"start": 297.61, "end": 297.69, "word": " و", "probability": 0.64794921875}, {"start": 297.69, "end": 298.11, "word": " مدوا", "probability": 0.7714029947916666}, {"start": 298.11, "end": 299.01, "word": " عشان", "probability": 0.9724934895833334}, {"start": 299.01, "end": 299.63, "word": " مصلحتكم", "probability": 0.828369140625}, {"start": 299.63, "end": 300.69, "word": " كيف", "probability": 0.966552734375}, {"start": 300.69, "end": 301.59, "word": " هنقيمكم؟", "probability": 0.78369140625}], "temperature": 1.0}, {"id": 14, "seek": 32897, "start": 302.63, "end": 328.97, "text": "طبعاً عن طريق الامتحانات الكوزات الحضور التقييم بالأقران اللي هو الـ peer معناه أنتوا تقيموا بعض يعني هي عاملة presentation أنتوا إيش رأيكوا؟ ناخده بعلي الاعتبار كمان طبعا الاتزام بتسليم مراعي ده كان فيه أنشطة على إيش؟ على الموديل إيش التكنولوجيا اللي هنستخدمها؟ ال LCD زي ما أنت شايفها؟ هيكون عندنا مقاطع فيديو يلها علاقة؟ في عندنا model؟", "tokens": [9566, 3555, 3615, 995, 14111, 18871, 23032, 16572, 4587, 2423, 10943, 2655, 5016, 7649, 9307, 33251, 2407, 11622, 9307, 21542, 11242, 13063, 16712, 38436, 32640, 20666, 10721, 4587, 2288, 7649, 13672, 1829, 31439, 2423, 39184, 15108, 20449, 8315, 3224, 14739, 2655, 14407, 6055, 4587, 32640, 14407, 45030, 11242, 37495, 22653, 39896, 6225, 10943, 37977, 5860, 14739, 2655, 14407, 11933, 1829, 8592, 12602, 10721, 1829, 4117, 14407, 22807, 8717, 47283, 3215, 3224, 4724, 3615, 20292, 42963, 34268, 3555, 9640, 9122, 2304, 7649, 23032, 3555, 3615, 995, 2423, 9307, 11622, 10943, 39894, 3794, 20292, 2304, 3714, 23557, 3615, 1829, 11778, 3224, 25961, 8978, 3224, 14739, 8592, 9566, 3660, 15844, 11933, 1829, 8592, 22807, 15844, 9673, 2407, 16254, 1211, 11933, 1829, 8592, 16712, 19452, 12610, 29245, 25528, 13672, 1829, 8032, 1863, 14851, 9778, 40448, 11296, 22807, 2423, 33158, 30767, 1829, 19446, 14739, 2655, 13412, 995, 33911, 11296, 22807, 39896, 30544, 43242, 8315, 3714, 4587, 41193, 3615, 8978, 16254, 2407, 7251, 1211, 11296, 11203, 995, 28671, 22807, 8978, 43242, 8315, 2316, 22807], "avg_logprob": -0.2536982347273968, "compression_ratio": 1.871473354231975, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 302.63, "end": 303.13, "word": "طبعاً", "probability": 0.771826171875}, {"start": 303.13, "end": 303.37, "word": " عن", "probability": 0.533203125}, {"start": 303.37, "end": 303.55, "word": " طريق", "probability": 0.978515625}, {"start": 303.55, "end": 304.29, "word": " الامتحانات", "probability": 0.907470703125}, {"start": 304.29, "end": 305.75, "word": " الكوزات", "probability": 0.758819580078125}, {"start": 305.75, "end": 306.39, "word": " الحضور", "probability": 0.90625}, {"start": 306.39, "end": 307.81, "word": " التقييم", "probability": 0.9031575520833334}, {"start": 307.81, "end": 308.49, "word": " بالأقران", "probability": 0.94638671875}, {"start": 308.49, "end": 308.61, "word": " اللي", "probability": 0.5430908203125}, {"start": 308.61, "end": 308.75, "word": " هو", "probability": 0.9482421875}, {"start": 308.75, "end": 308.93, "word": " الـ", "probability": 0.6767578125}, {"start": 308.93, "end": 309.09, "word": " peer", "probability": 0.170654296875}, {"start": 309.09, "end": 309.39, "word": " معناه", "probability": 0.7892252604166666}, {"start": 309.39, "end": 309.57, "word": " أنتوا", "probability": 0.490234375}, {"start": 309.57, "end": 309.93, "word": " تقيموا", "probability": 0.8660888671875}, {"start": 309.93, "end": 310.15, "word": " بعض", "probability": 0.989990234375}, {"start": 310.15, "end": 311.07, "word": " يعني", "probability": 0.6722412109375}, {"start": 311.07, "end": 311.21, "word": " هي", "probability": 0.4794921875}, {"start": 311.21, "end": 311.43, "word": " عاملة", "probability": 0.7666015625}, {"start": 311.43, "end": 311.89, "word": " presentation", "probability": 0.56298828125}, {"start": 311.89, "end": 312.27, "word": " أنتوا", "probability": 0.7625325520833334}, {"start": 312.27, "end": 312.41, "word": " إيش", "probability": 0.7450358072916666}, {"start": 312.41, "end": 313.11, "word": " رأيكوا؟", "probability": 0.7947998046875}, {"start": 313.11, "end": 314.39, "word": " ناخده", "probability": 0.8411865234375}, {"start": 314.39, "end": 314.53, "word": " بعلي", "probability": 0.5362141927083334}, {"start": 314.53, "end": 315.01, "word": " الاعتبار", "probability": 0.942626953125}, {"start": 315.01, "end": 315.87, "word": " كمان", "probability": 0.9327799479166666}, {"start": 315.87, "end": 316.13, "word": " طبعا", "probability": 0.9031982421875}, {"start": 316.13, "end": 316.63, "word": " الاتزام", "probability": 0.67852783203125}, {"start": 316.63, "end": 317.15, "word": " بتسليم", "probability": 0.9617919921875}, {"start": 317.15, "end": 317.47, "word": " مراعي", "probability": 0.7783203125}, {"start": 317.47, "end": 317.67, "word": " ده", "probability": 0.6614990234375}, {"start": 317.67, "end": 317.85, "word": " كان", "probability": 0.9892578125}, {"start": 317.85, "end": 317.99, "word": " فيه", "probability": 0.888427734375}, {"start": 317.99, "end": 318.39, "word": " أنشطة", "probability": 0.9547119140625}, {"start": 318.39, "end": 318.57, "word": " على", "probability": 0.3759765625}, {"start": 318.57, "end": 319.15, "word": " إيش؟", "probability": 0.790771484375}, {"start": 319.15, "end": 319.37, "word": " على", "probability": 0.9033203125}, {"start": 319.37, "end": 320.13, "word": " الموديل", "probability": 0.76702880859375}, {"start": 320.13, "end": 320.97, "word": " إيش", "probability": 0.8909505208333334}, {"start": 320.97, "end": 321.51, "word": " التكنولوجيا", "probability": 0.94111328125}, {"start": 321.51, "end": 321.63, "word": " اللي", "probability": 0.929443359375}, {"start": 321.63, "end": 322.65, "word": " هنستخدمها؟", "probability": 0.9289202008928571}, {"start": 322.65, "end": 322.73, "word": " ال", "probability": 0.91650390625}, {"start": 322.73, "end": 323.05, "word": " LCD", "probability": 0.7080078125}, {"start": 323.05, "end": 323.29, "word": " زي", "probability": 0.961669921875}, {"start": 323.29, "end": 323.35, "word": " ما", "probability": 0.9775390625}, {"start": 323.35, "end": 323.49, "word": " أنت", "probability": 0.717041015625}, {"start": 323.49, "end": 324.99, "word": " شايفها؟", "probability": 0.88984375}, {"start": 324.99, "end": 325.21, "word": " هيكون", "probability": 0.789794921875}, {"start": 325.21, "end": 325.41, "word": " عندنا", "probability": 0.787353515625}, {"start": 325.41, "end": 325.81, "word": " مقاطع", "probability": 0.7813720703125}, {"start": 325.81, "end": 326.15, "word": " فيديو", "probability": 0.7457682291666666}, {"start": 326.15, "end": 326.31, "word": " يلها", "probability": 0.5541585286458334}, {"start": 326.31, "end": 327.65, "word": " علاقة؟", "probability": 0.956298828125}, {"start": 327.65, "end": 327.81, "word": " في", "probability": 0.70703125}, {"start": 327.81, "end": 328.05, "word": " عندنا", "probability": 0.938232421875}, {"start": 328.05, "end": 328.97, "word": " model؟", "probability": 0.68505859375}], "temperature": 1.0}, {"id": 15, "seek": 35520, "start": 329.08, "end": 355.2, "text": "ممكن نزور مواقع إلكترونية لها علاقة بالمادة كمان عندنا امتحانات على الـ Model وممكن نناقش المادة على مجموعة الـ WhatsApp طبعا أهم حاجة بتهمكوا عشان تجهزوا المادة اللي هي توزيع الدرجات أخدت بالك معكوسة ستين أربعين الأربعين هذه نهائية", "tokens": [2304, 43020, 8717, 11622, 13063, 3714, 14407, 4587, 3615, 11933, 23275, 2655, 2288, 11536, 10632, 5296, 11296, 11203, 995, 28671, 20666, 15042, 41891, 9122, 2304, 7649, 43242, 8315, 1975, 2304, 2655, 5016, 7649, 9307, 15844, 2423, 39184, 17105, 4032, 2304, 43020, 8717, 8315, 4587, 8592, 9673, 18513, 3660, 15844, 3714, 7435, 2304, 2407, 27884, 2423, 39184, 506, 1720, 9132, 23032, 3555, 3615, 995, 5551, 16095, 11331, 26108, 3660, 39894, 16095, 4117, 14407, 6225, 8592, 7649, 6055, 7435, 3224, 11622, 14407, 9673, 18513, 3660, 13672, 1829, 39896, 33427, 11622, 40228, 32748, 47341, 9307, 5551, 9778, 3215, 2655, 20666, 4117, 20449, 4117, 41779, 3660, 8608, 2655, 9957, 5551, 25513, 3615, 9957, 16247, 25513, 3615, 9957, 29538, 8717, 3224, 16373, 10632], "avg_logprob": -0.18172268306507783, "compression_ratio": 1.7426160337552743, "no_speech_prob": 0.0, "words": [{"start": 329.08, "end": 329.62, "word": "ممكن", "probability": 0.764404296875}, {"start": 329.62, "end": 330.38, "word": " نزور", "probability": 0.88330078125}, {"start": 330.38, "end": 330.84, "word": " مواقع", "probability": 0.9881591796875}, {"start": 330.84, "end": 331.36, "word": " إلكترونية", "probability": 0.9267578125}, {"start": 331.36, "end": 331.52, "word": " لها", "probability": 0.6085205078125}, {"start": 331.52, "end": 331.76, "word": " علاقة", "probability": 0.9869791666666666}, {"start": 331.76, "end": 332.22, "word": " بالمادة", "probability": 0.9134114583333334}, {"start": 332.22, "end": 333.46, "word": " كمان", "probability": 0.90771484375}, {"start": 333.46, "end": 333.74, "word": " عندنا", "probability": 0.86328125}, {"start": 333.74, "end": 334.34, "word": " امتحانات", "probability": 0.966552734375}, {"start": 334.34, "end": 334.44, "word": " على", "probability": 0.705078125}, {"start": 334.44, "end": 334.54, "word": " الـ", "probability": 0.5628662109375}, {"start": 334.54, "end": 334.8, "word": " Model", "probability": 0.32080078125}, {"start": 334.8, "end": 336.84, "word": " وممكن", "probability": 0.8221028645833334}, {"start": 336.84, "end": 337.34, "word": " نناقش", "probability": 0.982666015625}, {"start": 337.34, "end": 337.74, "word": " المادة", "probability": 0.9456380208333334}, {"start": 337.74, "end": 337.94, "word": " على", "probability": 0.82373046875}, {"start": 337.94, "end": 339.86, "word": " مجموعة", "probability": 0.84541015625}, {"start": 339.86, "end": 340.36, "word": " الـ", "probability": 0.81689453125}, {"start": 340.36, "end": 340.82, "word": " WhatsApp", "probability": 0.6443684895833334}, {"start": 340.82, "end": 341.94, "word": " طبعا", "probability": 0.880859375}, {"start": 341.94, "end": 342.14, "word": " أهم", "probability": 0.88818359375}, {"start": 342.14, "end": 342.38, "word": " حاجة", "probability": 0.9920247395833334}, {"start": 342.38, "end": 342.9, "word": " بتهمكوا", "probability": 0.8770751953125}, {"start": 342.9, "end": 343.08, "word": " عشان", "probability": 0.9441731770833334}, {"start": 343.08, "end": 343.58, "word": " تجهزوا", "probability": 0.8974609375}, {"start": 343.58, "end": 344.34, "word": " المادة", "probability": 0.9723307291666666}, {"start": 344.34, "end": 347.64, "word": " اللي", "probability": 0.707763671875}, {"start": 347.64, "end": 347.74, "word": " هي", "probability": 0.92431640625}, {"start": 347.74, "end": 348.04, "word": " توزيع", "probability": 0.9724934895833334}, {"start": 348.04, "end": 348.6, "word": " الدرجات", "probability": 0.9913736979166666}, {"start": 348.6, "end": 349.06, "word": " أخدت", "probability": 0.692626953125}, {"start": 349.06, "end": 349.48, "word": " بالك", "probability": 0.948974609375}, {"start": 349.48, "end": 350.46, "word": " معكوسة", "probability": 0.8681640625}, {"start": 350.46, "end": 351.32, "word": " ستين", "probability": 0.697265625}, {"start": 351.32, "end": 352.78, "word": " أربعين", "probability": 0.83782958984375}, {"start": 352.78, "end": 354.46, "word": " الأربعين", "probability": 0.9510498046875}, {"start": 354.46, "end": 354.68, "word": " هذه", "probability": 0.2171630859375}, {"start": 354.68, "end": 355.2, "word": " نهائية", "probability": 0.937255859375}], "temperature": 1.0}, {"id": 16, "seek": 38356, "start": 357.26, "end": 383.56, "text": "بالنهاية 41 من 48 ان شاء الله خدوا بأيكم في مدرستيها درجة نجاح من 70 أكيد عارفين أو من 75 واضح الستين كيف موزعينها؟ تلاتين امتحاني نصفي يعني خمستاشر خمستاشر و ال presentation عشرين ماشي و حضوره و مشاركة و حلول و نشاط هي عشرة في أي طالبة", "tokens": [3555, 6027, 1863, 11296, 10632, 18173, 9154, 11174, 16472, 13412, 16606, 21984, 16490, 3215, 14407, 4724, 10721, 1829, 24793, 8978, 3714, 3215, 2288, 14851, 1829, 11296, 11778, 47341, 3660, 8717, 7435, 39319, 9154, 5285, 5551, 4117, 25708, 6225, 9640, 5172, 9957, 34051, 9154, 9562, 4032, 46958, 5016, 2423, 14851, 9957, 9122, 33911, 3714, 2407, 11622, 3615, 9957, 11296, 22807, 6055, 1211, 9307, 9957, 1975, 2304, 2655, 5016, 7649, 1829, 8717, 9381, 41185, 37495, 22653, 16490, 2304, 14851, 33599, 2288, 16490, 2304, 14851, 33599, 2288, 4032, 2423, 5860, 6225, 46309, 9957, 3714, 33599, 1829, 4032, 11331, 11242, 13063, 3224, 4032, 37893, 9640, 4117, 3660, 4032, 11331, 1211, 12610, 4032, 8717, 8592, 41193, 39896, 6225, 8592, 25720, 8978, 36632, 23032, 6027, 49401], "avg_logprob": -0.20803202774899066, "compression_ratio": 1.6735537190082646, "no_speech_prob": 0.0, "words": [{"start": 357.26, "end": 357.76, "word": "بالنهاية", "probability": 0.90869140625}, {"start": 357.76, "end": 358.1, "word": " 41", "probability": 0.11700439453125}, {"start": 358.1, "end": 358.36, "word": " من", "probability": 0.8359375}, {"start": 358.36, "end": 358.82, "word": " 48", "probability": 0.72412109375}, {"start": 358.82, "end": 359.02, "word": " ان", "probability": 0.52099609375}, {"start": 359.02, "end": 359.16, "word": " شاء", "probability": 0.96240234375}, {"start": 359.16, "end": 359.26, "word": " الله", "probability": 0.93310546875}, {"start": 359.26, "end": 360.84, "word": " خدوا", "probability": 0.7610677083333334}, {"start": 360.84, "end": 361.02, "word": " بأيكم", "probability": 0.62689208984375}, {"start": 361.02, "end": 361.14, "word": " في", "probability": 0.89208984375}, {"start": 361.14, "end": 361.6, "word": " مدرستيها", "probability": 0.5821126302083334}, {"start": 361.6, "end": 361.78, "word": " درجة", "probability": 0.9881184895833334}, {"start": 361.78, "end": 362.04, "word": " نجاح", "probability": 0.9510091145833334}, {"start": 362.04, "end": 362.16, "word": " من", "probability": 0.98193359375}, {"start": 362.16, "end": 362.5, "word": " 70", "probability": 0.87548828125}, {"start": 362.5, "end": 363.46, "word": " أكيد", "probability": 0.9010416666666666}, {"start": 363.46, "end": 363.82, "word": " عارفين", "probability": 0.9342041015625}, {"start": 363.82, "end": 364.26, "word": " أو", "probability": 0.794921875}, {"start": 364.26, "end": 364.38, "word": " من", "probability": 0.9521484375}, {"start": 364.38, "end": 364.84, "word": " 75", "probability": 0.8896484375}, {"start": 364.84, "end": 366.04, "word": " واضح", "probability": 0.9150390625}, {"start": 366.04, "end": 368.6, "word": " الستين", "probability": 0.5343424479166666}, {"start": 368.6, "end": 368.78, "word": " كيف", "probability": 0.97705078125}, {"start": 368.78, "end": 370.1, "word": " موزعينها؟", "probability": 0.8211844308035714}, {"start": 370.1, "end": 370.56, "word": " تلاتين", "probability": 0.852294921875}, {"start": 370.56, "end": 371.32, "word": " امتحاني", "probability": 0.9314778645833334}, {"start": 371.32, "end": 371.94, "word": " نصفي", "probability": 0.92529296875}, {"start": 371.94, "end": 372.18, "word": " يعني", "probability": 0.878662109375}, {"start": 372.18, "end": 372.94, "word": " خمستاشر", "probability": 0.766943359375}, {"start": 372.94, "end": 374.08, "word": " خمستاشر", "probability": 0.840625}, {"start": 374.08, "end": 375.08, "word": " و", "probability": 0.54345703125}, {"start": 375.08, "end": 375.2, "word": " ال", "probability": 0.8603515625}, {"start": 375.2, "end": 375.6, "word": " presentation", "probability": 0.90771484375}, {"start": 375.6, "end": 376.36, "word": " عشرين", "probability": 0.9444986979166666}, {"start": 376.36, "end": 378.06, "word": " ماشي", "probability": 0.95654296875}, {"start": 378.06, "end": 378.62, "word": " و", "probability": 0.9482421875}, {"start": 378.62, "end": 379.06, "word": " حضوره", "probability": 0.8603515625}, {"start": 379.06, "end": 379.16, "word": " و", "probability": 0.89892578125}, {"start": 379.16, "end": 379.66, "word": " مشاركة", "probability": 0.892333984375}, {"start": 379.66, "end": 379.82, "word": " و", "probability": 0.98974609375}, {"start": 379.82, "end": 380.2, "word": " حلول", "probability": 0.9801432291666666}, {"start": 380.2, "end": 380.3, "word": " و", "probability": 0.9912109375}, {"start": 380.3, "end": 380.82, "word": " نشاط", "probability": 0.9874674479166666}, {"start": 380.82, "end": 381.08, "word": " هي", "probability": 0.48828125}, {"start": 381.08, "end": 381.64, "word": " عشرة", "probability": 0.8653971354166666}, {"start": 381.64, "end": 382.8, "word": " في", "probability": 0.890625}, {"start": 382.8, "end": 383.06, "word": " أي", "probability": 0.7783203125}, {"start": 383.06, "end": 383.56, "word": " طالبة", "probability": 0.94677734375}], "temperature": 1.0}, {"id": 17, "seek": 41395, "start": 385.37, "end": 413.95, "text": "منزعجة أو حاسة أنه فيه ظلم في توزيع الدرجات فيها طيبة تقول لا بتناجح أنا معقلة ده بدي خمسين، خمسين؟ هي لازم تتظبط في كل حاجة بصراحة ماتحطش في بالها أنا ماتتظبطش يعني ماتحط في بالها أنا ماتتظبط يعني لأن هذه مادة مفاهيم عامة يعني الأخت اللي هنا تفضلي", "tokens": [27842, 11622, 3615, 7435, 3660, 34051, 11331, 32277, 3660, 14739, 3224, 8978, 3224, 1357, 116, 19528, 8978, 33427, 11622, 40228, 32748, 47341, 9307, 8978, 11296, 23032, 1829, 49401, 6055, 39648, 20193, 39894, 1863, 26108, 5016, 41850, 20449, 4587, 37977, 11778, 3224, 4724, 16254, 16490, 2304, 3794, 9957, 12399, 16490, 2304, 3794, 9957, 22807, 39896, 5296, 31377, 2304, 6055, 2655, 19913, 3555, 9566, 8978, 28242, 11331, 26108, 3660, 4724, 9381, 23557, 5016, 3660, 3714, 9307, 5016, 9566, 8592, 8978, 20666, 11296, 41850, 3714, 9307, 2655, 19913, 3555, 9566, 8592, 37495, 22653, 3714, 9307, 5016, 9566, 8978, 20666, 11296, 41850, 3714, 9307, 2655, 19913, 3555, 9566, 37495, 22653, 5296, 33456, 29538, 3714, 18513, 3660, 3714, 5172, 40294, 32640, 6225, 10943, 3660, 37495, 22653, 16247, 46456, 13672, 1829, 34105, 6055, 5172, 11242, 20292], "avg_logprob": -0.20527194588238956, "compression_ratio": 2.008968609865471, "no_speech_prob": 1.7881393432617188e-06, "words": [{"start": 385.37, "end": 385.93, "word": "منزعجة", "probability": 0.9357421875}, {"start": 385.93, "end": 386.49, "word": " أو", "probability": 0.9453125}, {"start": 386.49, "end": 386.93, "word": " حاسة", "probability": 0.9392903645833334}, {"start": 386.93, "end": 387.19, "word": " أنه", "probability": 0.779296875}, {"start": 387.19, "end": 387.39, "word": " فيه", "probability": 0.634033203125}, {"start": 387.39, "end": 387.57, "word": " ظلم", "probability": 0.8942057291666666}, {"start": 387.57, "end": 387.71, "word": " في", "probability": 0.94189453125}, {"start": 387.71, "end": 388.03, "word": " توزيع", "probability": 0.9817708333333334}, {"start": 388.03, "end": 388.63, "word": " الدرجات", "probability": 0.9895833333333334}, {"start": 388.63, "end": 390.99, "word": " فيها", "probability": 0.4188232421875}, {"start": 390.99, "end": 391.15, "word": " طيبة", "probability": 0.8702799479166666}, {"start": 391.15, "end": 391.37, "word": " تقول", "probability": 0.806640625}, {"start": 391.37, "end": 391.47, "word": " لا", "probability": 0.7666015625}, {"start": 391.47, "end": 391.95, "word": " بتناجح", "probability": 0.69976806640625}, {"start": 391.95, "end": 393.15, "word": " أنا", "probability": 0.58935546875}, {"start": 393.15, "end": 393.51, "word": " معقلة", "probability": 0.6212565104166666}, {"start": 393.51, "end": 393.67, "word": " ده", "probability": 0.640625}, {"start": 393.67, "end": 393.85, "word": " بدي", "probability": 0.73193359375}, {"start": 393.85, "end": 394.23, "word": " خمسين،", "probability": 0.7904296875}, {"start": 394.23, "end": 399.21, "word": " خمسين؟", "probability": 0.845556640625}, {"start": 399.21, "end": 402.63, "word": " هي", "probability": 0.415283203125}, {"start": 402.63, "end": 402.91, "word": " لازم", "probability": 0.9736328125}, {"start": 402.91, "end": 403.17, "word": " تتظبط", "probability": 0.85576171875}, {"start": 403.17, "end": 403.27, "word": " في", "probability": 0.92578125}, {"start": 403.27, "end": 403.41, "word": " كل", "probability": 0.95849609375}, {"start": 403.41, "end": 403.65, "word": " حاجة", "probability": 0.9977213541666666}, {"start": 403.65, "end": 403.99, "word": " بصراحة", "probability": 0.97109375}, {"start": 403.99, "end": 406.63, "word": " ماتحطش", "probability": 0.8112548828125}, {"start": 406.63, "end": 406.73, "word": " في", "probability": 0.923828125}, {"start": 406.73, "end": 406.87, "word": " بالها", "probability": 0.8388671875}, {"start": 406.87, "end": 406.99, "word": " أنا", "probability": 0.6318359375}, {"start": 406.99, "end": 407.65, "word": " ماتتظبطش", "probability": 0.8201032366071429}, {"start": 407.65, "end": 407.81, "word": " يعني", "probability": 0.854736328125}, {"start": 407.81, "end": 408.05, "word": " ماتحط", "probability": 0.82061767578125}, {"start": 408.05, "end": 408.13, "word": " في", "probability": 0.88330078125}, {"start": 408.13, "end": 408.21, "word": " بالها", "probability": 0.92919921875}, {"start": 408.21, "end": 408.35, "word": " أنا", "probability": 0.4697265625}, {"start": 408.35, "end": 408.93, "word": " ماتتظبط", "probability": 0.9331868489583334}, {"start": 408.93, "end": 409.21, "word": " يعني", "probability": 0.88232421875}, {"start": 409.21, "end": 409.61, "word": " لأن", "probability": 0.838134765625}, {"start": 409.61, "end": 409.77, "word": " هذه", "probability": 0.260498046875}, {"start": 409.77, "end": 410.23, "word": " مادة", "probability": 0.9716796875}, {"start": 410.23, "end": 410.87, "word": " مفاهيم", "probability": 0.83349609375}, {"start": 410.87, "end": 411.25, "word": " عامة", "probability": 0.9983723958333334}, {"start": 411.25, "end": 412.53, "word": " يعني", "probability": 0.845947265625}, {"start": 412.53, "end": 413.19, "word": " الأخت", "probability": 0.906005859375}, {"start": 413.19, "end": 413.33, "word": " اللي", "probability": 0.921142578125}, {"start": 413.33, "end": 413.53, "word": " هنا", "probability": 0.9921875}, {"start": 413.53, "end": 413.95, "word": " تفضلي", "probability": 0.9591064453125}], "temperature": 1.0}, {"id": 18, "seek": 43118, "start": 415.52, "end": 431.18, "text": "تشعرون بالعدالة؟ الأستاذة؟ عدالة إن شاء الله طب في أي ملاحظة على الخطة اللي أنا عرضتها على أساس لو بدنا نغير، نغير قبل أن أصورها بشكل نهائي لكم؟ بتنهي المواضيع، إيش حابين تدرسوا مثلا؟ أو إيش رجع بالكم؟", "tokens": [2655, 8592, 3615, 2288, 11536, 20666, 22488, 6027, 3660, 22807, 16247, 14851, 45636, 3660, 22807, 6225, 3215, 6027, 3660, 36145, 13412, 16606, 21984, 23032, 3555, 8978, 36632, 3714, 15040, 5016, 19913, 3660, 15844, 33962, 9566, 3660, 13672, 1829, 41850, 6225, 43042, 2655, 11296, 15844, 5551, 3794, 32277, 45164, 47525, 8315, 8717, 17082, 13546, 12399, 8717, 17082, 13546, 12174, 36150, 14739, 5551, 9381, 13063, 11296, 4724, 8592, 28820, 8717, 3224, 16373, 1829, 5296, 24793, 22807, 39894, 1863, 3224, 1829, 9673, 2407, 46958, 40228, 12399, 11933, 1829, 8592, 11331, 16758, 9957, 6055, 3215, 2288, 3794, 14407, 50113, 15040, 22807, 34051, 11933, 1829, 8592, 12602, 7435, 3615, 20666, 24793, 22807], "avg_logprob": -0.21108217965121623, "compression_ratio": 1.7892156862745099, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 415.52000000000004, "end": 416.22, "word": "تشعرون", "probability": 0.84482421875}, {"start": 416.22, "end": 416.92, "word": " بالعدالة؟", "probability": 0.89404296875}, {"start": 416.92, "end": 417.72, "word": " الأستاذة؟", "probability": 0.7872314453125}, {"start": 417.72, "end": 418.08, "word": " عدالة", "probability": 0.780029296875}, {"start": 418.08, "end": 418.62, "word": " إن", "probability": 0.27978515625}, {"start": 418.62, "end": 418.84, "word": " شاء", "probability": 0.979736328125}, {"start": 418.84, "end": 419.08, "word": " الله", "probability": 0.96630859375}, {"start": 419.08, "end": 419.72, "word": " طب", "probability": 0.64990234375}, {"start": 419.72, "end": 419.84, "word": " في", "probability": 0.77734375}, {"start": 419.84, "end": 420.0, "word": " أي", "probability": 0.80078125}, {"start": 420.0, "end": 420.52, "word": " ملاحظة", "probability": 0.9697265625}, {"start": 420.52, "end": 420.6, "word": " على", "probability": 0.70849609375}, {"start": 420.6, "end": 420.96, "word": " الخطة", "probability": 0.9905598958333334}, {"start": 420.96, "end": 421.06, "word": " اللي", "probability": 0.87060546875}, {"start": 421.06, "end": 421.2, "word": " أنا", "probability": 0.82421875}, {"start": 421.2, "end": 421.64, "word": " عرضتها", "probability": 0.97119140625}, {"start": 421.64, "end": 421.8, "word": " على", "probability": 0.5693359375}, {"start": 421.8, "end": 422.02, "word": " أساس", "probability": 0.91796875}, {"start": 422.02, "end": 422.22, "word": " لو", "probability": 0.8330078125}, {"start": 422.22, "end": 422.56, "word": " بدنا", "probability": 0.97265625}, {"start": 422.56, "end": 422.96, "word": " نغير،", "probability": 0.76092529296875}, {"start": 422.96, "end": 423.3, "word": " نغير", "probability": 0.98291015625}, {"start": 423.3, "end": 423.48, "word": " قبل", "probability": 0.809814453125}, {"start": 423.48, "end": 423.58, "word": " أن", "probability": 0.7509765625}, {"start": 423.58, "end": 424.0, "word": " أصورها", "probability": 0.9129638671875}, {"start": 424.0, "end": 424.28, "word": " بشكل", "probability": 0.9900716145833334}, {"start": 424.28, "end": 424.6, "word": " نهائي", "probability": 0.9757080078125}, {"start": 424.6, "end": 426.6, "word": " لكم؟", "probability": 0.6559244791666666}, {"start": 426.6, "end": 426.98, "word": " بتنهي", "probability": 0.656982421875}, {"start": 426.98, "end": 428.06, "word": " المواضيع،", "probability": 0.817529296875}, {"start": 428.06, "end": 428.92, "word": " إيش", "probability": 0.8317057291666666}, {"start": 428.92, "end": 429.3, "word": " حابين", "probability": 0.966796875}, {"start": 429.3, "end": 429.74, "word": " تدرسوا", "probability": 0.961328125}, {"start": 429.74, "end": 430.12, "word": " مثلا؟", "probability": 0.718994140625}, {"start": 430.12, "end": 430.22, "word": " أو", "probability": 0.97216796875}, {"start": 430.22, "end": 430.38, "word": " إيش", "probability": 0.9635416666666666}, {"start": 430.38, "end": 430.6, "word": " رجع", "probability": 0.5262044270833334}, {"start": 430.6, "end": 431.18, "word": " بالكم؟", "probability": 0.9031575520833334}], "temperature": 1.0}, {"id": 19, "seek": 46142, "start": 432.96, "end": 461.42, "text": "هي عندنا الـ Ethics الأخلاقيات، عندنا الـ Culture، عندنا العولمة، عندنا الرياضة، تخطيط الاستراتيجية، رقابة، تخيل القرارات، بصراحة مش هنخلينه. في أي موضوع جاي على بالكم، ممكن نضيفه إن شاء الله. في أي موضوع؟ ما هو الـ Customs؟", "tokens": [3224, 1829, 43242, 8315, 2423, 39184, 10540, 1167, 16247, 9778, 15040, 38436, 9307, 12399, 43242, 8315, 2423, 39184, 27539, 12399, 43242, 8315, 18863, 12610, 46007, 12399, 43242, 8315, 34892, 1829, 46958, 3660, 12399, 6055, 9778, 9566, 1829, 9566, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 12399, 12602, 4587, 16758, 3660, 12399, 6055, 9778, 26895, 25062, 2288, 9640, 9307, 12399, 4724, 9381, 23557, 5016, 3660, 37893, 8032, 1863, 9778, 1211, 9957, 3224, 13, 8978, 36632, 3714, 2407, 11242, 45367, 10874, 47302, 15844, 20666, 24793, 12399, 3714, 43020, 8717, 11242, 33911, 3224, 36145, 13412, 16606, 21984, 13, 8978, 36632, 3714, 2407, 11242, 45367, 22807, 19446, 31439, 2423, 39184, 16649, 82, 22807], "avg_logprob": -0.24062500243837184, "compression_ratio": 1.7844036697247707, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 432.96, "end": 433.2, "word": "هي", "probability": 0.584716796875}, {"start": 433.2, "end": 433.4, "word": " عندنا", "probability": 0.91162109375}, {"start": 433.4, "end": 433.52, "word": " الـ", "probability": 0.9375}, {"start": 433.52, "end": 433.98, "word": " Ethics", "probability": 0.887451171875}, {"start": 433.98, "end": 435.18, "word": " الأخلاقيات،", "probability": 0.8543294270833334}, {"start": 435.18, "end": 435.48, "word": " عندنا", "probability": 0.905517578125}, {"start": 435.48, "end": 435.62, "word": " الـ", "probability": 0.948974609375}, {"start": 435.62, "end": 436.8, "word": " Culture،", "probability": 0.8125}, {"start": 436.8, "end": 437.02, "word": " عندنا", "probability": 0.82568359375}, {"start": 437.02, "end": 438.0, "word": " العولمة،", "probability": 0.84295654296875}, {"start": 438.0, "end": 438.2, "word": " عندنا", "probability": 0.919921875}, {"start": 438.2, "end": 439.34, "word": " الرياضة،", "probability": 0.86357421875}, {"start": 439.34, "end": 439.82, "word": " تخطيط", "probability": 0.97578125}, {"start": 439.82, "end": 440.64, "word": " الاستراتيجية،", "probability": 0.825408935546875}, {"start": 440.64, "end": 441.24, "word": " رقابة،", "probability": 0.85517578125}, {"start": 441.24, "end": 441.44, "word": " تخيل", "probability": 0.6864420572916666}, {"start": 441.44, "end": 442.68, "word": " القرارات،", "probability": 0.9296875}, {"start": 442.68, "end": 442.9, "word": " بصراحة", "probability": 0.9615234375}, {"start": 442.9, "end": 443.02, "word": " مش", "probability": 0.8447265625}, {"start": 443.02, "end": 443.8, "word": " هنخلينه.", "probability": 0.6708170572916666}, {"start": 445.42, "end": 446.06, "word": " في", "probability": 0.55224609375}, {"start": 446.06, "end": 446.26, "word": " أي", "probability": 0.8642578125}, {"start": 446.26, "end": 446.64, "word": " موضوع", "probability": 0.9971923828125}, {"start": 446.64, "end": 446.82, "word": " جاي", "probability": 0.807861328125}, {"start": 446.82, "end": 446.94, "word": " على", "probability": 0.62451171875}, {"start": 446.94, "end": 447.28, "word": " بالكم،", "probability": 0.71337890625}, {"start": 447.28, "end": 447.48, "word": " ممكن", "probability": 0.892822265625}, {"start": 447.48, "end": 447.96, "word": " نضيفه", "probability": 0.9937744140625}, {"start": 447.96, "end": 448.06, "word": " إن", "probability": 0.7255859375}, {"start": 448.06, "end": 448.2, "word": " شاء", "probability": 0.979736328125}, {"start": 448.2, "end": 448.34, "word": " الله.", "probability": 0.95556640625}, {"start": 451.32, "end": 451.96, "word": " في", "probability": 0.89111328125}, {"start": 451.96, "end": 452.12, "word": " أي", "probability": 0.91943359375}, {"start": 452.12, "end": 455.54, "word": " موضوع؟", "probability": 0.97529296875}, {"start": 455.54, "end": 459.72, "word": " ما", "probability": 0.0765380859375}, {"start": 459.72, "end": 459.92, "word": " هو", "probability": 0.76708984375}, {"start": 459.92, "end": 460.1, "word": " الـ", "probability": 0.6680908203125}, {"start": 460.1, "end": 461.42, "word": " Customs؟", "probability": 0.3372599283854167}], "temperature": 1.0}, {"id": 20, "seek": 48566, "start": 461.78, "end": 485.66, "text": "ما هي في كل chapter ما تخافيش الحالات العملية في كل chapter موجودة لأنها بتساعدك على تحليل المشاكل و حالها إن شاء الله طب أنا عرفتكوا بنفسي حكيت أنا الدكتورة خوذ الفريق الدكتورات في دراسة العمل طب ممكن تعرف عليكم من اليمين الطالب قالأ ترفع صوتها شوية ما شاء الله", "tokens": [15042, 39896, 8978, 28242, 7187, 19446, 6055, 9778, 31845, 1829, 8592, 21542, 6027, 9307, 18863, 42213, 10632, 8978, 28242, 7187, 3714, 29245, 23328, 3660, 5296, 33456, 11296, 39894, 3794, 995, 22488, 4117, 15844, 6055, 5016, 20292, 1211, 9673, 8592, 995, 28820, 4032, 11331, 6027, 11296, 36145, 13412, 16606, 21984, 23032, 3555, 41850, 6225, 28480, 2655, 4117, 14407, 44945, 36178, 1829, 11331, 4117, 36081, 41850, 32748, 4117, 2655, 13063, 3660, 16490, 2407, 8848, 27188, 16572, 4587, 32748, 4117, 2655, 13063, 9307, 8978, 11778, 23557, 3794, 3660, 18863, 42213, 23032, 3555, 3714, 43020, 37279, 28480, 25894, 24793, 9154, 2423, 32640, 9957, 41950, 6027, 3555, 50239, 10721, 6055, 28480, 3615, 20328, 35473, 11296, 13412, 2407, 10632, 19446, 13412, 16606, 21984], "avg_logprob": -0.23159428155523235, "compression_ratio": 1.9049586776859504, "no_speech_prob": 1.8477439880371094e-06, "words": [{"start": 461.78, "end": 462.02, "word": "ما", "probability": 0.93994140625}, {"start": 462.02, "end": 462.16, "word": " هي", "probability": 0.962890625}, {"start": 462.16, "end": 462.32, "word": " في", "probability": 0.92236328125}, {"start": 462.32, "end": 462.46, "word": " كل", "probability": 0.99267578125}, {"start": 462.46, "end": 462.78, "word": " chapter", "probability": 0.70068359375}, {"start": 462.78, "end": 462.94, "word": " ما", "probability": 0.392822265625}, {"start": 462.94, "end": 463.52, "word": " تخافيش", "probability": 0.9859375}, {"start": 463.52, "end": 464.06, "word": " الحالات", "probability": 0.9609375}, {"start": 464.06, "end": 464.34, "word": " العملية", "probability": 0.7958170572916666}, {"start": 464.34, "end": 464.42, "word": " في", "probability": 0.95068359375}, {"start": 464.42, "end": 464.54, "word": " كل", "probability": 0.99169921875}, {"start": 464.54, "end": 464.74, "word": " chapter", "probability": 0.931640625}, {"start": 464.74, "end": 465.26, "word": " موجودة", "probability": 0.8590087890625}, {"start": 465.26, "end": 465.84, "word": " لأنها", "probability": 0.6985677083333334}, {"start": 465.84, "end": 466.3, "word": " بتساعدك", "probability": 0.92607421875}, {"start": 466.3, "end": 466.44, "word": " على", "probability": 0.90576171875}, {"start": 466.44, "end": 467.24, "word": " تحليل", "probability": 0.97705078125}, {"start": 467.24, "end": 467.7, "word": " المشاكل", "probability": 0.9913330078125}, {"start": 467.7, "end": 467.82, "word": " و", "probability": 0.9931640625}, {"start": 467.82, "end": 468.1, "word": " حالها", "probability": 0.7444661458333334}, {"start": 468.1, "end": 468.22, "word": " إن", "probability": 0.44140625}, {"start": 468.22, "end": 468.34, "word": " شاء", "probability": 0.98291015625}, {"start": 468.34, "end": 468.46, "word": " الله", "probability": 0.947265625}, {"start": 468.46, "end": 470.36, "word": " طب", "probability": 0.7861328125}, {"start": 470.36, "end": 470.56, "word": " أنا", "probability": 0.8486328125}, {"start": 470.56, "end": 471.12, "word": " عرفتكوا", "probability": 0.8548828125}, {"start": 471.12, "end": 471.5, "word": " بنفسي", "probability": 0.9689127604166666}, {"start": 471.5, "end": 471.78, "word": " حكيت", "probability": 0.9158528645833334}, {"start": 471.78, "end": 471.92, "word": " أنا", "probability": 0.765625}, {"start": 471.92, "end": 472.2, "word": " الدكتورة", "probability": 0.8193359375}, {"start": 472.2, "end": 472.42, "word": " خوذ", "probability": 0.5707194010416666}, {"start": 472.42, "end": 472.72, "word": " الفريق", "probability": 0.710205078125}, {"start": 472.72, "end": 473.12, "word": " الدكتورات", "probability": 0.828125}, {"start": 473.12, "end": 473.22, "word": " في", "probability": 0.779296875}, {"start": 473.22, "end": 473.4, "word": " دراسة", "probability": 0.655731201171875}, {"start": 473.4, "end": 473.7, "word": " العمل", "probability": 0.8916015625}, {"start": 473.7, "end": 473.9, "word": " طب", "probability": 0.814697265625}, {"start": 473.9, "end": 474.08, "word": " ممكن", "probability": 0.98828125}, {"start": 474.08, "end": 474.4, "word": " تعرف", "probability": 0.760986328125}, {"start": 474.4, "end": 474.74, "word": " عليكم", "probability": 0.798583984375}, {"start": 474.74, "end": 474.9, "word": " من", "probability": 0.9921875}, {"start": 474.9, "end": 475.4, "word": " اليمين", "probability": 0.83740234375}, {"start": 475.4, "end": 478.92, "word": " الطالب", "probability": 0.7478841145833334}, {"start": 478.92, "end": 479.14, "word": " قالأ", "probability": 0.41680908203125}, {"start": 479.14, "end": 479.48, "word": " ترفع", "probability": 0.8041178385416666}, {"start": 479.48, "end": 479.78, "word": " صوتها", "probability": 0.9931640625}, {"start": 479.78, "end": 480.22, "word": " شوية", "probability": 0.9422200520833334}, {"start": 480.22, "end": 483.88, "word": " ما", "probability": 0.1102294921875}, {"start": 483.88, "end": 485.48, "word": " شاء", "probability": 0.9599609375}, {"start": 485.48, "end": 485.66, "word": " الله", "probability": 0.9521484375}], "temperature": 1.0}, {"id": 21, "seek": 51621, "start": 490.17, "end": 516.21, "text": "ممتاز وانت تشتغل مناسقة مشاريع؟ مناسقة مشاريع فوادي والتربيه الإنجليزي فوادي تاني فهو عشان English إحنا متابعينها مصر أجنبية فقمت عملاتنا وشغلنا English واشتغلت أصلا كان إلي تشتغل في العمل الإيداري فبينها تتسابق خبرة لبس أن أنا بقرأ أصلا في الأشياء الإيدارية ممتاز، في إينا إلي محاضات مصورة عن إدارة المشاريع على اليوتيوب، ممكن تستفيدي منها أهلا وسهلا يا ألاء العبسي أهلا وسهلا، اتفضلي", "tokens": [2304, 2304, 2655, 31377, 4032, 7649, 2655, 6055, 8592, 2655, 17082, 1211, 3714, 8315, 3794, 28671, 37893, 9640, 40228, 22807, 3714, 8315, 3794, 28671, 37893, 9640, 40228, 6156, 14407, 16254, 16070, 2655, 2288, 21292, 3224, 33688, 1863, 7435, 20292, 11622, 1829, 6156, 14407, 16254, 6055, 7649, 1829, 6156, 3224, 2407, 6225, 8592, 7649, 3669, 11933, 5016, 8315, 44650, 16758, 3615, 9957, 11296, 3714, 9381, 2288, 5551, 7435, 1863, 3555, 10632, 6156, 4587, 2304, 2655, 6225, 42213, 9307, 8315, 4032, 8592, 17082, 1211, 8315, 3669, 4032, 33599, 2655, 17082, 1211, 2655, 5551, 9381, 15040, 25961, 11933, 20292, 6055, 8592, 2655, 17082, 1211, 8978, 18863, 42213, 33688, 25708, 9640, 1829, 6156, 3555, 9957, 11296, 6055, 2655, 3794, 16758, 4587, 16490, 3555, 25720, 5296, 3555, 3794, 14739, 41850, 4724, 4587, 2288, 10721, 5551, 9381, 15040, 8978, 16247, 8592, 1829, 16606, 33688, 25708, 9640, 10632, 3714, 2304, 2655, 31377, 12399, 8978, 11933, 1829, 8315, 11933, 20292, 3714, 5016, 46958, 9307, 3714, 9381, 13063, 3660, 18871, 11933, 3215, 9640, 3660, 9673, 8592, 9640, 40228, 15844, 45595, 2407, 31371, 37746, 12399, 3714, 43020, 6055, 14851, 5172, 25708, 1829, 9154, 11296, 5551, 3224, 15040, 46952, 3224, 15040, 35186, 5551, 1211, 16606, 18863, 3555, 3794, 1829, 5551, 3224, 15040, 46952, 3224, 15040, 12399, 1975, 2655, 5172, 11242, 20292], "avg_logprob": -0.3080568833373734, "compression_ratio": 2.1455108359133126, "no_speech_prob": 1.6093254089355469e-06, "words": [{"start": 490.17, "end": 490.69, "word": "ممتاز", "probability": 0.9034423828125}, {"start": 490.69, "end": 490.91, "word": " وانت", "probability": 0.5226236979166666}, {"start": 490.91, "end": 491.23, "word": " تشتغل", "probability": 0.93017578125}, {"start": 491.23, "end": 491.57, "word": " مناسقة", "probability": 0.6834716796875}, {"start": 491.57, "end": 492.15, "word": " مشاريع؟", "probability": 0.80029296875}, {"start": 492.15, "end": 493.91, "word": " مناسقة", "probability": 0.7960205078125}, {"start": 493.91, "end": 494.37, "word": " مشاريع", "probability": 0.9324544270833334}, {"start": 494.37, "end": 494.83, "word": " فوادي", "probability": 0.6543782552083334}, {"start": 494.83, "end": 495.37, "word": " والتربيه", "probability": 0.4349609375}, {"start": 495.37, "end": 495.71, "word": " الإنجليزي", "probability": 0.8145751953125}, {"start": 495.71, "end": 496.05, "word": " فوادي", "probability": 0.8523763020833334}, {"start": 496.05, "end": 496.31, "word": " تاني", "probability": 0.86376953125}, {"start": 496.31, "end": 496.67, "word": " فهو", "probability": 0.7770182291666666}, {"start": 496.67, "end": 497.01, "word": " عشان", "probability": 0.716064453125}, {"start": 497.01, "end": 497.25, "word": " English", "probability": 0.63818359375}, {"start": 497.25, "end": 497.61, "word": " إحنا", "probability": 0.5741373697916666}, {"start": 497.61, "end": 498.11, "word": " متابعينها", "probability": 0.5650390625}, {"start": 498.11, "end": 498.31, "word": " مصر", "probability": 0.7120768229166666}, {"start": 498.31, "end": 498.79, "word": " أجنبية", "probability": 0.8865234375}, {"start": 498.79, "end": 499.23, "word": " فقمت", "probability": 0.545562744140625}, {"start": 499.23, "end": 499.75, "word": " عملاتنا", "probability": 0.781005859375}, {"start": 499.75, "end": 500.17, "word": " وشغلنا", "probability": 0.83564453125}, {"start": 500.17, "end": 500.59, "word": " English", "probability": 0.9853515625}, {"start": 500.59, "end": 501.87, "word": " واشتغلت", "probability": 0.84326171875}, {"start": 501.87, "end": 502.09, "word": " أصلا", "probability": 0.9430338541666666}, {"start": 502.09, "end": 502.27, "word": " كان", "probability": 0.53662109375}, {"start": 502.27, "end": 502.37, "word": " إلي", "probability": 0.4691162109375}, {"start": 502.37, "end": 502.77, "word": " تشتغل", "probability": 0.746875}, {"start": 502.77, "end": 502.89, "word": " في", "probability": 0.84716796875}, {"start": 502.89, "end": 503.45, "word": " العمل", "probability": 0.977783203125}, {"start": 503.45, "end": 503.81, "word": " الإيداري", "probability": 0.8690185546875}, {"start": 503.81, "end": 504.13, "word": " فبينها", "probability": 0.763427734375}, {"start": 504.13, "end": 504.61, "word": " تتسابق", "probability": 0.60947265625}, {"start": 504.61, "end": 504.99, "word": " خبرة", "probability": 0.6925455729166666}, {"start": 504.99, "end": 505.51, "word": " لبس", "probability": 0.4481201171875}, {"start": 505.51, "end": 505.59, "word": " أن", "probability": 0.3701171875}, {"start": 505.59, "end": 505.69, "word": " أنا", "probability": 0.8212890625}, {"start": 505.69, "end": 505.95, "word": " بقرأ", "probability": 0.84765625}, {"start": 505.95, "end": 506.29, "word": " أصلا", "probability": 0.9611002604166666}, {"start": 506.29, "end": 506.45, "word": " في", "probability": 0.79638671875}, {"start": 506.45, "end": 506.73, "word": " الأشياء", "probability": 0.9327392578125}, {"start": 506.73, "end": 507.31, "word": " الإيدارية", "probability": 0.98779296875}, {"start": 507.31, "end": 507.89, "word": " ممتاز،", "probability": 0.836767578125}, {"start": 507.89, "end": 507.97, "word": " في", "probability": 0.84033203125}, {"start": 507.97, "end": 508.25, "word": " إينا", "probability": 0.591552734375}, {"start": 508.25, "end": 508.53, "word": " إلي", "probability": 0.829345703125}, {"start": 508.53, "end": 508.95, "word": " محاضات", "probability": 0.6876220703125}, {"start": 508.95, "end": 509.47, "word": " مصورة", "probability": 0.9322509765625}, {"start": 509.47, "end": 509.57, "word": " عن", "probability": 0.96875}, {"start": 509.57, "end": 509.79, "word": " إدارة", "probability": 0.9105224609375}, {"start": 509.79, "end": 510.27, "word": " المشاريع", "probability": 0.90771484375}, {"start": 510.27, "end": 510.43, "word": " على", "probability": 0.671875}, {"start": 510.43, "end": 510.81, "word": " اليوتيوب،", "probability": 0.738916015625}, {"start": 510.81, "end": 510.95, "word": " ممكن", "probability": 0.989501953125}, {"start": 510.95, "end": 511.41, "word": " تستفيدي", "probability": 0.95419921875}, {"start": 511.41, "end": 511.95, "word": " منها", "probability": 0.98681640625}, {"start": 511.95, "end": 513.21, "word": " أهلا", "probability": 0.8203125}, {"start": 513.21, "end": 513.59, "word": " وسهلا", "probability": 0.92041015625}, {"start": 513.59, "end": 513.71, "word": " يا", "probability": 0.95361328125}, {"start": 513.71, "end": 514.01, "word": " ألاء", "probability": 0.6338704427083334}, {"start": 514.01, "end": 514.55, "word": " العبسي", "probability": 0.9520263671875}, {"start": 514.55, "end": 514.97, "word": " أهلا", "probability": 0.8567708333333334}, {"start": 514.97, "end": 515.73, "word": " وسهلا،", "probability": 0.8726806640625}, {"start": 515.73, "end": 516.21, "word": " اتفضلي", "probability": 0.87451171875}], "temperature": 1.0}, {"id": 22, "seek": 53557, "start": 517.49, "end": 535.57, "text": "هنأ .. اقولكوا اسمكوا بخاص بالهمزة .. ايه هنأ تفضلي .. ماشاء الله .. اه ماشاء الله أهلا و سهلا ليش فكرت تدخلي .. تغيرتي اتجاهك كده؟", "tokens": [3224, 1863, 10721, 4386, 1975, 39648, 4117, 14407, 24525, 2304, 4117, 14407, 4724, 9778, 33546, 20666, 16095, 11622, 3660, 4386, 1975, 1829, 3224, 8032, 1863, 10721, 6055, 5172, 11242, 20292, 4386, 3714, 33599, 16606, 21984, 4386, 1975, 3224, 3714, 33599, 16606, 21984, 5551, 3224, 15040, 4032, 8608, 3224, 15040, 32239, 8592, 6156, 4117, 43500, 6055, 3215, 9778, 20292, 4386, 6055, 17082, 13546, 31371, 1975, 2655, 7435, 40294, 4117, 9122, 3215, 3224, 22807], "avg_logprob": -0.3150684964166929, "compression_ratio": 1.6496350364963503, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 517.49, "end": 518.01, "word": "هنأ", "probability": 0.7032877604166666}, {"start": 518.01, "end": 518.19, "word": " ..", "probability": 0.321533203125}, {"start": 518.19, "end": 519.41, "word": " اقولكوا", "probability": 0.638336181640625}, {"start": 519.41, "end": 519.99, "word": " اسمكوا", "probability": 0.8760986328125}, {"start": 519.99, "end": 520.21, "word": " بخاص", "probability": 0.8860677083333334}, {"start": 520.21, "end": 520.75, "word": " بالهمزة", "probability": 0.84912109375}, {"start": 520.75, "end": 521.45, "word": " ..", "probability": 0.3212890625}, {"start": 521.45, "end": 521.59, "word": " ايه", "probability": 0.6248372395833334}, {"start": 521.59, "end": 521.75, "word": " هنأ", "probability": 0.96435546875}, {"start": 521.75, "end": 522.21, "word": " تفضلي", "probability": 0.873046875}, {"start": 522.21, "end": 522.81, "word": " ..", "probability": 0.716796875}, {"start": 522.81, "end": 524.87, "word": " ماشاء", "probability": 0.596435546875}, {"start": 524.87, "end": 525.05, "word": " الله", "probability": 0.86376953125}, {"start": 525.05, "end": 526.29, "word": " ..", "probability": 0.7177734375}, {"start": 526.29, "end": 529.35, "word": " اه", "probability": 0.7734375}, {"start": 529.35, "end": 530.01, "word": " ماشاء", "probability": 0.75}, {"start": 530.01, "end": 530.13, "word": " الله", "probability": 0.95654296875}, {"start": 530.13, "end": 530.33, "word": " أهلا", "probability": 0.875}, {"start": 530.33, "end": 530.47, "word": " و", "probability": 0.71337890625}, {"start": 530.47, "end": 530.75, "word": " سهلا", "probability": 0.9749348958333334}, {"start": 530.75, "end": 531.81, "word": " ليش", "probability": 0.6920166015625}, {"start": 531.81, "end": 532.51, "word": " فكرت", "probability": 0.6700032552083334}, {"start": 532.51, "end": 532.95, "word": " تدخلي", "probability": 0.8875732421875}, {"start": 532.95, "end": 532.99, "word": " ..", "probability": 0.755859375}, {"start": 532.99, "end": 533.63, "word": " تغيرتي", "probability": 0.753662109375}, {"start": 533.63, "end": 534.73, "word": " اتجاهك", "probability": 0.908984375}, {"start": 534.73, "end": 535.57, "word": " كده؟", "probability": 0.82781982421875}], "temperature": 1.0}, {"id": 23, "seek": 56967, "start": 547.16, "end": 569.68, "text": "خد بالك عندما أقول أشي بتحكي إذا كان المهندس ناجح فهو إداري وإذا كان الإداري ناجح فهو بعقلية مهندس شايف الترابط الكبير بينهم؟", "tokens": [9778, 3215, 20666, 4117, 43242, 15042, 5551, 39648, 5551, 8592, 1829, 39894, 5016, 4117, 1829, 11933, 15730, 25961, 9673, 3224, 41260, 3794, 8717, 26108, 5016, 6156, 3224, 2407, 11933, 3215, 9640, 1829, 4032, 28814, 15730, 25961, 33688, 3215, 9640, 1829, 8717, 26108, 5016, 6156, 3224, 2407, 45030, 4587, 1211, 10632, 3714, 3224, 41260, 3794, 13412, 995, 33911, 16712, 2288, 16758, 9566, 33251, 3555, 13546, 49374, 16095, 22807], "avg_logprob": -0.1266084585119696, "compression_ratio": 1.7142857142857142, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 547.1600000000001, "end": 548.44, "word": "خد", "probability": 0.389892578125}, {"start": 548.44, "end": 549.72, "word": " بالك", "probability": 0.817626953125}, {"start": 549.72, "end": 550.04, "word": " عندما", "probability": 0.551513671875}, {"start": 550.04, "end": 550.26, "word": " أقول", "probability": 0.750244140625}, {"start": 550.26, "end": 550.48, "word": " أشي", "probability": 0.6663411458333334}, {"start": 550.48, "end": 551.06, "word": " بتحكي", "probability": 0.970458984375}, {"start": 551.06, "end": 552.28, "word": " إذا", "probability": 0.920654296875}, {"start": 552.28, "end": 552.7, "word": " كان", "probability": 0.99462890625}, {"start": 552.7, "end": 555.14, "word": " المهندس", "probability": 0.99462890625}, {"start": 555.14, "end": 556.96, "word": " ناجح", "probability": 0.9918619791666666}, {"start": 556.96, "end": 558.28, "word": " فهو", "probability": 0.9833984375}, {"start": 558.28, "end": 558.82, "word": " إداري", "probability": 0.96240234375}, {"start": 558.82, "end": 561.44, "word": " وإذا", "probability": 0.90283203125}, {"start": 561.44, "end": 561.82, "word": " كان", "probability": 0.99658203125}, {"start": 561.82, "end": 562.46, "word": " الإداري", "probability": 0.9930419921875}, {"start": 562.46, "end": 563.06, "word": " ناجح", "probability": 0.9959309895833334}, {"start": 563.06, "end": 564.9, "word": " فهو", "probability": 0.994140625}, {"start": 564.9, "end": 565.44, "word": " بعقلية", "probability": 0.86865234375}, {"start": 565.44, "end": 566.08, "word": " مهندس", "probability": 0.9747314453125}, {"start": 566.08, "end": 568.06, "word": " شايف", "probability": 0.9646809895833334}, {"start": 568.06, "end": 568.64, "word": " الترابط", "probability": 0.892822265625}, {"start": 568.64, "end": 569.0, "word": " الكبير", "probability": 0.9871419270833334}, {"start": 569.0, "end": 569.68, "word": " بينهم؟", "probability": 0.9685872395833334}], "temperature": 1.0}, {"id": 24, "seek": 59973, "start": 570.41, "end": 599.73, "text": "يعني لو أنتي مهندسة ناجحة هيكون عندك عقلية إدارية و لك صحيح هو أصلا طبيعي شغلي كمان بتطلب ال .. البادر المضغر الإداري ممتازة لإني أنا حاليا بدأت أني أخد طلب أنظم .. أحكي عشان أقدر أني أنجح في المجال أهلا وسهلا يا هناء فضلي سميرة حلس أهلا وسهلا تخصصي برضه تدري انجليزي بس بشتغل في .. انتي جامعة الإسلامية؟ لأ أهلا وسهلا", "tokens": [40228, 22653, 45164, 14739, 31371, 3714, 3224, 41260, 3794, 3660, 8717, 26108, 5016, 3660, 39896, 30544, 43242, 4117, 6225, 4587, 1211, 10632, 11933, 3215, 9640, 10632, 4032, 5296, 4117, 20328, 5016, 1829, 5016, 31439, 5551, 9381, 15040, 23032, 21292, 3615, 1829, 13412, 17082, 20292, 9122, 2304, 7649, 39894, 9566, 46152, 2423, 4386, 29739, 18513, 2288, 9673, 11242, 17082, 2288, 33688, 3215, 9640, 1829, 3714, 2304, 2655, 31377, 3660, 5296, 28814, 22653, 41850, 11331, 6027, 25528, 47525, 10721, 2655, 14739, 1829, 5551, 9778, 3215, 23032, 46152, 5551, 1863, 19913, 2304, 4386, 5551, 5016, 4117, 1829, 6225, 8592, 7649, 5551, 28543, 2288, 14739, 1829, 14739, 7435, 5016, 8978, 9673, 7435, 6027, 5551, 3224, 15040, 46952, 3224, 15040, 35186, 8032, 1863, 16606, 6156, 11242, 20292, 8608, 2304, 48923, 11331, 1211, 3794, 5551, 3224, 15040, 46952, 3224, 15040, 6055, 9778, 9381, 9381, 1829, 4724, 43042, 3224, 6055, 3215, 16572, 16472, 7435, 20292, 11622, 1829, 4724, 3794, 4724, 8592, 2655, 17082, 1211, 8978, 4386, 16472, 31371, 10874, 10943, 27884, 33688, 3794, 37440, 10632, 22807, 5296, 10721, 5551, 3224, 15040, 46952, 3224, 15040], "avg_logprob": -0.28441010432296926, "compression_ratio": 2.02135231316726, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 570.41, "end": 570.65, "word": "يعني", "probability": 0.971923828125}, {"start": 570.65, "end": 570.81, "word": " لو", "probability": 0.97509765625}, {"start": 570.81, "end": 570.99, "word": " أنتي", "probability": 0.451904296875}, {"start": 570.99, "end": 571.45, "word": " مهندسة", "probability": 0.98232421875}, {"start": 571.45, "end": 571.71, "word": " ناجحة", "probability": 0.953857421875}, {"start": 571.71, "end": 571.97, "word": " هيكون", "probability": 0.841064453125}, {"start": 571.97, "end": 572.17, "word": " عندك", "probability": 0.996337890625}, {"start": 572.17, "end": 572.43, "word": " عقلية", "probability": 0.9493408203125}, {"start": 572.43, "end": 572.83, "word": " إدارية", "probability": 0.96435546875}, {"start": 572.83, "end": 573.23, "word": " و", "probability": 0.33837890625}, {"start": 573.23, "end": 573.41, "word": " لك", "probability": 0.4925537109375}, {"start": 573.41, "end": 574.03, "word": " صحيح", "probability": 0.9542236328125}, {"start": 574.03, "end": 574.41, "word": " هو", "probability": 0.8876953125}, {"start": 574.41, "end": 574.65, "word": " أصلا", "probability": 0.6646321614583334}, {"start": 574.65, "end": 575.05, "word": " طبيعي", "probability": 0.6312255859375}, {"start": 575.05, "end": 575.29, "word": " شغلي", "probability": 0.83154296875}, {"start": 575.29, "end": 575.51, "word": " كمان", "probability": 0.82666015625}, {"start": 575.51, "end": 575.97, "word": " بتطلب", "probability": 0.8204752604166666}, {"start": 575.97, "end": 576.33, "word": " ال", "probability": 0.2174072265625}, {"start": 576.33, "end": 576.51, "word": " ..", "probability": 0.6123046875}, {"start": 576.51, "end": 577.93, "word": " البادر", "probability": 0.642822265625}, {"start": 577.93, "end": 578.57, "word": " المضغر", "probability": 0.527496337890625}, {"start": 578.57, "end": 579.15, "word": " الإداري", "probability": 0.8729248046875}, {"start": 579.15, "end": 579.83, "word": " ممتازة", "probability": 0.9091796875}, {"start": 579.83, "end": 580.05, "word": " لإني", "probability": 0.6647135416666666}, {"start": 580.05, "end": 580.23, "word": " أنا", "probability": 0.86669921875}, {"start": 580.23, "end": 580.55, "word": " حاليا", "probability": 0.8880208333333334}, {"start": 580.55, "end": 581.57, "word": " بدأت", "probability": 0.6962890625}, {"start": 581.57, "end": 581.87, "word": " أني", "probability": 0.712158203125}, {"start": 581.87, "end": 582.69, "word": " أخد", "probability": 0.7288411458333334}, {"start": 582.69, "end": 583.01, "word": " طلب", "probability": 0.3753662109375}, {"start": 583.01, "end": 583.97, "word": " أنظم", "probability": 0.6395263671875}, {"start": 583.97, "end": 584.11, "word": " ..", "probability": 0.38623046875}, {"start": 584.11, "end": 584.85, "word": " أحكي", "probability": 0.775390625}, {"start": 584.85, "end": 585.17, "word": " عشان", "probability": 0.7374674479166666}, {"start": 585.17, "end": 585.51, "word": " أقدر", "probability": 0.9508463541666666}, {"start": 585.51, "end": 585.97, "word": " أني", "probability": 0.89453125}, {"start": 585.97, "end": 586.57, "word": " أنجح", "probability": 0.9195963541666666}, {"start": 586.57, "end": 586.67, "word": " في", "probability": 0.5478515625}, {"start": 586.67, "end": 586.91, "word": " المجال", "probability": 0.722900390625}, {"start": 586.91, "end": 587.43, "word": " أهلا", "probability": 0.9524739583333334}, {"start": 587.43, "end": 587.79, "word": " وسهلا", "probability": 0.8704427083333334}, {"start": 587.79, "end": 587.89, "word": " يا", "probability": 0.765625}, {"start": 587.89, "end": 588.09, "word": " هناء", "probability": 0.6520182291666666}, {"start": 588.09, "end": 588.69, "word": " فضلي", "probability": 0.7242838541666666}, {"start": 588.69, "end": 589.81, "word": " سميرة", "probability": 0.5629069010416666}, {"start": 589.81, "end": 590.27, "word": " حلس", "probability": 0.8889973958333334}, {"start": 590.27, "end": 590.73, "word": " أهلا", "probability": 0.9755859375}, {"start": 590.73, "end": 591.21, "word": " وسهلا", "probability": 0.9739583333333334}, {"start": 591.21, "end": 593.47, "word": " تخصصي", "probability": 0.836962890625}, {"start": 593.47, "end": 593.63, "word": " برضه", "probability": 0.9440104166666666}, {"start": 593.63, "end": 593.95, "word": " تدري", "probability": 0.7085774739583334}, {"start": 593.95, "end": 594.51, "word": " انجليزي", "probability": 0.7731689453125}, {"start": 594.51, "end": 595.07, "word": " بس", "probability": 0.955810546875}, {"start": 595.07, "end": 595.57, "word": " بشتغل", "probability": 0.90400390625}, {"start": 595.57, "end": 595.95, "word": " في", "probability": 0.9541015625}, {"start": 595.95, "end": 596.17, "word": " ..", "probability": 0.73291015625}, {"start": 596.17, "end": 596.35, "word": " انتي", "probability": 0.3507080078125}, {"start": 596.35, "end": 596.57, "word": " جامعة", "probability": 0.9197591145833334}, {"start": 596.57, "end": 597.43, "word": " الإسلامية؟", "probability": 0.874609375}, {"start": 597.43, "end": 597.87, "word": " لأ", "probability": 0.88232421875}, {"start": 597.87, "end": 599.35, "word": " أهلا", "probability": 0.8811848958333334}, {"start": 599.35, "end": 599.73, "word": " وسهلا", "probability": 0.9708658854166666}], "temperature": 1.0}, {"id": 25, "seek": 62860, "start": 600.06, "end": 628.6, "text": "أشتغلت في مدرسة تقديم ماشاء الله ممتازة و أتخصصي بالمشتري في تصميم التكنولوجيا ما شاء الله بشوف التخصيات فوادي و الشغل فوادي طب منيح التنوع كويس اليوم هنبدأ مع أهلا وسهلا فيكم جميعا اليوم هنبدأ مع بعض ان شاء الله في أولى المحاضرات اللي أنكوا عارفين تلت ساعات صعبة شوية هادى تعويضها ماشوفكوش غمضة واحدة في الأسبوع", "tokens": [10721, 8592, 2655, 17082, 1211, 2655, 8978, 3714, 3215, 2288, 3794, 3660, 6055, 4587, 16254, 2304, 3714, 33599, 16606, 21984, 3714, 2304, 2655, 31377, 3660, 4032, 5551, 2655, 9778, 9381, 9381, 1829, 20666, 2304, 8592, 2655, 16572, 8978, 6055, 9381, 2304, 32640, 16712, 19452, 12610, 29245, 25528, 19446, 13412, 16606, 21984, 4724, 8592, 38688, 16712, 9778, 9381, 1829, 9307, 6156, 14407, 16254, 4032, 25124, 17082, 1211, 6156, 14407, 16254, 23032, 3555, 9154, 1829, 5016, 16712, 1863, 45367, 9122, 45865, 3794, 45595, 20498, 8032, 1863, 44510, 10721, 20449, 5551, 3224, 15040, 46952, 3224, 15040, 8978, 24793, 10874, 2304, 40228, 995, 45595, 20498, 8032, 1863, 44510, 10721, 20449, 45030, 11242, 16472, 13412, 16606, 21984, 8978, 5551, 12610, 7578, 9673, 5016, 46958, 2288, 9307, 13672, 1829, 14739, 4117, 14407, 6225, 9640, 5172, 9957, 6055, 1211, 2655, 8608, 45761, 9307, 20328, 3615, 49401, 13412, 2407, 10632, 8032, 18513, 7578, 37279, 45865, 11242, 11296, 3714, 33599, 38688, 4117, 2407, 8592, 32771, 2304, 11242, 3660, 36764, 24401, 3660, 8978, 16247, 35457, 45367], "avg_logprob": -0.2937874269342708, "compression_ratio": 2.0431654676258995, "no_speech_prob": 8.344650268554688e-07, "words": [{"start": 600.06, "end": 600.82, "word": "أشتغلت", "probability": 0.66302490234375}, {"start": 600.82, "end": 601.06, "word": " في", "probability": 0.69189453125}, {"start": 601.06, "end": 601.72, "word": " مدرسة", "probability": 0.61915283203125}, {"start": 601.72, "end": 602.26, "word": " تقديم", "probability": 0.37834930419921875}, {"start": 602.26, "end": 604.98, "word": " ماشاء", "probability": 0.5429280598958334}, {"start": 604.98, "end": 605.0, "word": " الله", "probability": 0.86865234375}, {"start": 605.0, "end": 605.42, "word": " ممتازة", "probability": 0.694873046875}, {"start": 605.42, "end": 605.48, "word": " و", "probability": 0.344970703125}, {"start": 605.48, "end": 606.1, "word": " أتخصصي", "probability": 0.7934977213541666}, {"start": 606.1, "end": 606.82, "word": " بالمشتري", "probability": 0.651953125}, {"start": 606.82, "end": 606.96, "word": " في", "probability": 0.2132568359375}, {"start": 606.96, "end": 607.36, "word": " تصميم", "probability": 0.72662353515625}, {"start": 607.36, "end": 608.38, "word": " التكنولوجيا", "probability": 0.805224609375}, {"start": 608.38, "end": 608.56, "word": " ما", "probability": 0.501953125}, {"start": 608.56, "end": 608.84, "word": " شاء", "probability": 0.945068359375}, {"start": 608.84, "end": 609.1, "word": " الله", "probability": 0.95556640625}, {"start": 609.1, "end": 609.86, "word": " بشوف", "probability": 0.9417317708333334}, {"start": 609.86, "end": 610.52, "word": " التخصيات", "probability": 0.8205078125}, {"start": 610.52, "end": 610.98, "word": " فوادي", "probability": 0.7522786458333334}, {"start": 610.98, "end": 611.12, "word": " و", "probability": 0.72900390625}, {"start": 611.12, "end": 611.44, "word": " الشغل", "probability": 0.97509765625}, {"start": 611.44, "end": 611.94, "word": " فوادي", "probability": 0.9866536458333334}, {"start": 611.94, "end": 614.2, "word": " طب", "probability": 0.61328125}, {"start": 614.2, "end": 614.48, "word": " منيح", "probability": 0.7591145833333334}, {"start": 614.48, "end": 614.9, "word": " التنوع", "probability": 0.962890625}, {"start": 614.9, "end": 615.52, "word": " كويس", "probability": 0.9920247395833334}, {"start": 615.52, "end": 616.82, "word": " اليوم", "probability": 0.932861328125}, {"start": 616.82, "end": 617.2, "word": " هنبدأ", "probability": 0.969482421875}, {"start": 617.2, "end": 617.32, "word": " مع", "probability": 0.493408203125}, {"start": 617.32, "end": 617.5, "word": " أهلا", "probability": 0.8043619791666666}, {"start": 617.5, "end": 617.72, "word": " وسهلا", "probability": 0.84814453125}, {"start": 617.72, "end": 617.9, "word": " فيكم", "probability": 0.72509765625}, {"start": 617.9, "end": 618.38, "word": " جميعا", "probability": 0.9881591796875}, {"start": 618.38, "end": 618.66, "word": " اليوم", "probability": 0.9736328125}, {"start": 618.66, "end": 619.22, "word": " هنبدأ", "probability": 0.9873046875}, {"start": 619.22, "end": 619.4, "word": " مع", "probability": 0.99658203125}, {"start": 619.4, "end": 619.8, "word": " بعض", "probability": 0.997802734375}, {"start": 619.8, "end": 619.98, "word": " ان", "probability": 0.65478515625}, {"start": 619.98, "end": 620.24, "word": " شاء", "probability": 0.97265625}, {"start": 620.24, "end": 621.12, "word": " الله", "probability": 0.9619140625}, {"start": 621.12, "end": 621.9, "word": " في", "probability": 0.90283203125}, {"start": 621.9, "end": 622.22, "word": " أولى", "probability": 0.88134765625}, {"start": 622.22, "end": 622.72, "word": " المحاضرات", "probability": 0.8642578125}, {"start": 622.72, "end": 622.82, "word": " اللي", "probability": 0.5958251953125}, {"start": 622.82, "end": 622.96, "word": " أنكوا", "probability": 0.708984375}, {"start": 622.96, "end": 623.22, "word": " عارفين", "probability": 0.962646484375}, {"start": 623.22, "end": 623.5, "word": " تلت", "probability": 0.7801106770833334}, {"start": 623.5, "end": 623.94, "word": " ساعات", "probability": 0.98779296875}, {"start": 623.94, "end": 624.3, "word": " صعبة", "probability": 0.9949544270833334}, {"start": 624.3, "end": 624.64, "word": " شوية", "probability": 0.8831380208333334}, {"start": 624.64, "end": 624.94, "word": " هادى", "probability": 0.6682942708333334}, {"start": 624.94, "end": 625.56, "word": " تعويضها", "probability": 0.8616943359375}, {"start": 625.56, "end": 627.48, "word": " ماشوفكوش", "probability": 0.70269775390625}, {"start": 627.48, "end": 627.82, "word": " غمضة", "probability": 0.8092041015625}, {"start": 627.82, "end": 628.06, "word": " واحدة", "probability": 0.97998046875}, {"start": 628.06, "end": 628.16, "word": " في", "probability": 0.884765625}, {"start": 628.16, "end": 628.6, "word": " الأسبوع", "probability": 0.8728841145833334}], "temperature": 1.0}, {"id": 26, "seek": 65944, "start": 629.84, "end": 659.44, "text": "فهنبدأ اليوم في بعض أساسيات إيش أساسيات الإدارة ال slide اللي بشرح منه موجود على صفحتي مبدئيا موجود على صفحتي بشكل مبدئي الشابط الأول مفاهيم الإدارة والأعمال في عالم اليوم واحدة واحدة هنتعرف على شو معناه إدارة", "tokens": [5172, 3224, 1863, 44510, 10721, 45595, 20498, 8978, 45030, 11242, 5551, 3794, 32277, 1829, 9307, 11933, 1829, 8592, 5551, 3794, 32277, 1829, 9307, 33688, 3215, 9640, 3660, 2423, 4137, 13672, 1829, 4724, 46309, 5016, 9154, 3224, 3714, 29245, 23328, 15844, 20328, 5172, 5016, 31371, 3714, 44510, 19986, 25528, 3714, 29245, 23328, 15844, 20328, 5172, 5016, 31371, 4724, 8592, 28820, 3714, 44510, 19986, 1829, 25124, 16758, 9566, 16247, 12610, 3714, 5172, 40294, 32640, 33688, 3215, 9640, 3660, 16070, 10721, 25957, 6027, 8978, 6225, 45340, 45595, 20498, 36764, 24401, 3660, 36764, 24401, 3660, 8032, 29399, 3615, 28480, 15844, 13412, 2407, 20449, 8315, 3224, 11933, 3215, 9640, 3660], "avg_logprob": -0.1423201653754936, "compression_ratio": 1.9533678756476685, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 629.84, "end": 630.42, "word": "فهنبدأ", "probability": 0.76494140625}, {"start": 630.42, "end": 630.58, "word": " اليوم", "probability": 0.9833984375}, {"start": 630.58, "end": 630.7, "word": " في", "probability": 0.83544921875}, {"start": 630.7, "end": 630.9, "word": " بعض", "probability": 0.98046875}, {"start": 630.9, "end": 631.52, "word": " أساسيات", "probability": 0.969921875}, {"start": 631.52, "end": 631.76, "word": " إيش", "probability": 0.718017578125}, {"start": 631.76, "end": 632.36, "word": " أساسيات", "probability": 0.84892578125}, {"start": 632.36, "end": 632.86, "word": " الإدارة", "probability": 0.9920654296875}, {"start": 632.86, "end": 634.22, "word": " ال", "probability": 0.66162109375}, {"start": 634.22, "end": 634.56, "word": " slide", "probability": 0.654296875}, {"start": 634.56, "end": 634.78, "word": " اللي", "probability": 0.8681640625}, {"start": 634.78, "end": 635.16, "word": " بشرح", "probability": 0.939453125}, {"start": 635.16, "end": 635.44, "word": " منه", "probability": 0.932861328125}, {"start": 635.44, "end": 635.74, "word": " موجود", "probability": 0.9861653645833334}, {"start": 635.74, "end": 635.88, "word": " على", "probability": 0.8818359375}, {"start": 635.88, "end": 636.22, "word": " صفحتي", "probability": 0.9285888671875}, {"start": 636.22, "end": 636.8, "word": " مبدئيا", "probability": 0.8663330078125}, {"start": 636.8, "end": 638.26, "word": " موجود", "probability": 0.8805338541666666}, {"start": 638.26, "end": 638.5, "word": " على", "probability": 0.9453125}, {"start": 638.5, "end": 639.02, "word": " صفحتي", "probability": 0.9364013671875}, {"start": 639.02, "end": 639.3, "word": " بشكل", "probability": 0.9915364583333334}, {"start": 639.3, "end": 639.8, "word": " مبدئي", "probability": 0.9766845703125}, {"start": 639.8, "end": 648.82, "word": " الشابط", "probability": 0.5272216796875}, {"start": 648.82, "end": 649.18, "word": " الأول", "probability": 0.977294921875}, {"start": 649.18, "end": 649.74, "word": " مفاهيم", "probability": 0.92822265625}, {"start": 649.74, "end": 650.22, "word": " الإدارة", "probability": 0.9951171875}, {"start": 650.22, "end": 650.88, "word": " والأعمال", "probability": 0.881591796875}, {"start": 650.88, "end": 652.58, "word": " في", "probability": 0.2117919921875}, {"start": 652.58, "end": 652.9, "word": " عالم", "probability": 0.951171875}, {"start": 652.9, "end": 653.44, "word": " اليوم", "probability": 0.99267578125}, {"start": 653.44, "end": 655.46, "word": " واحدة", "probability": 0.87060546875}, {"start": 655.46, "end": 656.2, "word": " واحدة", "probability": 0.9830729166666666}, {"start": 656.2, "end": 658.56, "word": " هنتعرف", "probability": 0.9749755859375}, {"start": 658.56, "end": 658.7, "word": " على", "probability": 0.89208984375}, {"start": 658.7, "end": 658.86, "word": " شو", "probability": 0.85693359375}, {"start": 658.86, "end": 659.12, "word": " معناه", "probability": 0.8279622395833334}, {"start": 659.12, "end": 659.44, "word": " إدارة", "probability": 0.989501953125}], "temperature": 1.0}, {"id": 27, "seek": 68773, "start": 660.27, "end": 687.73, "text": "مفهومها ووظائفها الإدارة الشخص اللي بيقوم فيها اسمه مدير يعني ترى من هو المدير هل كل شخص قاعد ورا مكتب بيسميه مدير و لا مين بيطلع هذا؟ إيش مسئولياته؟ إيش أنواعه؟ أدواره؟ مهاراته؟ منظمات الأعمال؟ خصائص المجتمعات الحديثة اليوم؟ وإيش التحديات المعاصرة في عالم اليوم؟ إذا اليوم أحنا في المحاضرة هنستعرض الأمور الخامسة هذه الإدارة، المدير", "tokens": [2304, 5172, 3224, 20498, 11296, 4032, 2407, 19913, 16373, 5172, 11296, 33688, 3215, 9640, 3660, 25124, 9778, 9381, 13672, 1829, 4724, 1829, 4587, 20498, 8978, 11296, 24525, 2304, 3224, 3714, 3215, 13546, 37495, 22653, 6055, 2288, 7578, 9154, 31439, 9673, 3215, 13546, 8032, 1211, 28242, 13412, 9778, 9381, 12174, 995, 22488, 4032, 23557, 3714, 4117, 2655, 3555, 4724, 1829, 38251, 1829, 3224, 3714, 3215, 13546, 4032, 20193, 3714, 9957, 4724, 1829, 9566, 1211, 3615, 23758, 22807, 11933, 1829, 8592, 47524, 19986, 12610, 1829, 9307, 3224, 22807, 11933, 1829, 8592, 14739, 14407, 3615, 3224, 22807, 5551, 3215, 2407, 9640, 3224, 22807, 3714, 3224, 9640, 9307, 3224, 22807, 9154, 19913, 2304, 9307, 16247, 25957, 6027, 22807, 16490, 9381, 16373, 9381, 9673, 7435, 39237, 3615, 9307, 21542, 16254, 12984, 3660, 45595, 20498, 22807, 4032, 28814, 1829, 8592, 16712, 5016, 16254, 9307, 9673, 3615, 33546, 25720, 8978, 6225, 45340, 45595, 20498, 22807, 11933, 15730, 45595, 20498, 5551, 5016, 8315, 8978, 9673, 5016, 46958, 25720, 8032, 1863, 14851, 3615, 43042, 16247, 2304, 13063, 33962, 10943, 3794, 3660, 29538, 33688, 3215, 9640, 3660, 12399, 9673, 3215, 13546], "avg_logprob": -0.13332761070885502, "compression_ratio": 2.114186851211073, "no_speech_prob": 5.960464477539062e-07, "words": [{"start": 660.27, "end": 660.93, "word": "مفهومها", "probability": 0.91142578125}, {"start": 660.93, "end": 661.47, "word": " ووظائفها", "probability": 0.7991536458333334}, {"start": 661.47, "end": 663.17, "word": " الإدارة", "probability": 0.9019775390625}, {"start": 663.17, "end": 663.73, "word": " الشخص", "probability": 0.9431966145833334}, {"start": 663.73, "end": 663.93, "word": " اللي", "probability": 0.94140625}, {"start": 663.93, "end": 664.27, "word": " بيقوم", "probability": 0.81396484375}, {"start": 664.27, "end": 664.63, "word": " فيها", "probability": 0.943115234375}, {"start": 664.63, "end": 664.99, "word": " اسمه", "probability": 0.9571940104166666}, {"start": 664.99, "end": 665.35, "word": " مدير", "probability": 0.9469401041666666}, {"start": 665.35, "end": 665.71, "word": " يعني", "probability": 0.6514892578125}, {"start": 665.71, "end": 665.87, "word": " ترى", "probability": 0.6102701822916666}, {"start": 665.87, "end": 666.07, "word": " من", "probability": 0.8193359375}, {"start": 666.07, "end": 666.31, "word": " هو", "probability": 0.99169921875}, {"start": 666.31, "end": 666.67, "word": " المدير", "probability": 0.9912109375}, {"start": 666.67, "end": 666.81, "word": " هل", "probability": 0.74755859375}, {"start": 666.81, "end": 666.97, "word": " كل", "probability": 0.92041015625}, {"start": 666.97, "end": 667.21, "word": " شخص", "probability": 0.99609375}, {"start": 667.21, "end": 667.43, "word": " قاعد", "probability": 0.78173828125}, {"start": 667.43, "end": 667.57, "word": " ورا", "probability": 0.93603515625}, {"start": 667.57, "end": 667.87, "word": " مكتب", "probability": 0.972412109375}, {"start": 667.87, "end": 668.23, "word": " بيسميه", "probability": 0.7325927734375}, {"start": 668.23, "end": 668.53, "word": " مدير", "probability": 0.9850260416666666}, {"start": 668.53, "end": 668.63, "word": " و", "probability": 0.46484375}, {"start": 668.63, "end": 668.71, "word": " لا", "probability": 0.97705078125}, {"start": 668.71, "end": 668.85, "word": " مين", "probability": 0.8994140625}, {"start": 668.85, "end": 669.15, "word": " بيطلع", "probability": 0.930078125}, {"start": 669.15, "end": 669.95, "word": " هذا؟", "probability": 0.63232421875}, {"start": 669.95, "end": 670.23, "word": " إيش", "probability": 0.75244140625}, {"start": 670.23, "end": 671.05, "word": " مسئولياته؟", "probability": 0.9056222098214286}, {"start": 671.05, "end": 671.19, "word": " إيش", "probability": 0.9666341145833334}, {"start": 671.19, "end": 671.67, "word": " أنواعه؟", "probability": 0.88505859375}, {"start": 671.67, "end": 672.17, "word": " أدواره؟", "probability": 0.962646484375}, {"start": 672.17, "end": 673.19, "word": " مهاراته؟", "probability": 0.9546712239583334}, {"start": 673.19, "end": 673.89, "word": " منظمات", "probability": 0.880859375}, {"start": 673.89, "end": 674.91, "word": " الأعمال؟", "probability": 0.9300537109375}, {"start": 674.91, "end": 676.07, "word": " خصائص", "probability": 0.9639892578125}, {"start": 676.07, "end": 677.01, "word": " المجتمعات", "probability": 0.98486328125}, {"start": 677.01, "end": 678.27, "word": " الحديثة", "probability": 0.9625244140625}, {"start": 678.27, "end": 679.39, "word": " اليوم؟", "probability": 0.9544270833333334}, {"start": 679.39, "end": 680.01, "word": " وإيش", "probability": 0.9744873046875}, {"start": 680.01, "end": 680.83, "word": " التحديات", "probability": 0.9842529296875}, {"start": 680.83, "end": 681.53, "word": " المعاصرة", "probability": 0.9852294921875}, {"start": 681.53, "end": 681.69, "word": " في", "probability": 0.9873046875}, {"start": 681.69, "end": 681.93, "word": " عالم", "probability": 0.97119140625}, {"start": 681.93, "end": 682.87, "word": " اليوم؟", "probability": 0.98095703125}, {"start": 682.87, "end": 683.15, "word": " إذا", "probability": 0.777099609375}, {"start": 683.15, "end": 683.55, "word": " اليوم", "probability": 0.97314453125}, {"start": 683.55, "end": 683.73, "word": " أحنا", "probability": 0.8235677083333334}, {"start": 683.73, "end": 683.85, "word": " في", "probability": 0.98095703125}, {"start": 683.85, "end": 684.29, "word": " المحاضرة", "probability": 0.9796142578125}, {"start": 684.29, "end": 684.99, "word": " هنستعرض", "probability": 0.734228515625}, {"start": 684.99, "end": 685.35, "word": " الأمور", "probability": 0.994140625}, {"start": 685.35, "end": 685.85, "word": " الخامسة", "probability": 0.9544677734375}, {"start": 685.85, "end": 686.11, "word": " هذه", "probability": 0.92041015625}, {"start": 686.11, "end": 687.29, "word": " الإدارة،", "probability": 0.91298828125}, {"start": 687.29, "end": 687.73, "word": " المدير", "probability": 0.98046875}], "temperature": 1.0}, {"id": 28, "seek": 71725, "start": 689.11, "end": 717.25, "text": "منظمات العمل وخصائص المجتمعات الحديثة وتحديات بتواجهنا اليوم في عالم الإدارة نبدأ واحدة واحدة الآن إحنا عندنا في العالم موارد اللي إحنا بنسميها الـ 6Ms plus two اللي هي الـ six materials", "tokens": [27842, 19913, 2304, 9307, 18863, 42213, 4032, 9778, 9381, 16373, 9381, 9673, 7435, 39237, 3615, 9307, 21542, 16254, 12984, 3660, 4032, 2655, 5016, 16254, 9307, 39894, 2407, 26108, 3224, 8315, 45595, 20498, 8978, 6225, 45340, 33688, 3215, 9640, 3660, 8717, 44510, 10721, 36764, 24401, 3660, 36764, 24401, 3660, 6024, 48506, 11933, 5016, 8315, 43242, 8315, 8978, 18863, 45340, 3714, 2407, 9640, 3215, 13672, 1829, 11933, 5016, 8315, 44945, 38251, 1829, 11296, 2423, 39184, 1386, 26386, 1804, 732, 13672, 1829, 39896, 2423, 39184, 2309, 5319], "avg_logprob": -0.18658087744432336, "compression_ratio": 1.6614583333333333, "no_speech_prob": 0.0, "words": [{"start": 689.11, "end": 689.65, "word": "منظمات", "probability": 0.8629150390625}, {"start": 689.65, "end": 689.99, "word": " العمل", "probability": 0.854736328125}, {"start": 689.99, "end": 690.53, "word": " وخصائص", "probability": 0.883203125}, {"start": 690.53, "end": 691.05, "word": " المجتمعات", "probability": 0.9857421875}, {"start": 691.05, "end": 691.63, "word": " الحديثة", "probability": 0.9886474609375}, {"start": 691.63, "end": 692.83, "word": " وتحديات", "probability": 0.756103515625}, {"start": 692.83, "end": 693.39, "word": " بتواجهنا", "probability": 0.87265625}, {"start": 693.39, "end": 693.79, "word": " اليوم", "probability": 0.983642578125}, {"start": 693.79, "end": 694.03, "word": " في", "probability": 0.88916015625}, {"start": 694.03, "end": 694.39, "word": " عالم", "probability": 0.9931640625}, {"start": 694.39, "end": 696.07, "word": " الإدارة", "probability": 0.986572265625}, {"start": 696.07, "end": 698.23, "word": " نبدأ", "probability": 0.89111328125}, {"start": 698.23, "end": 698.53, "word": " واحدة", "probability": 0.9650065104166666}, {"start": 698.53, "end": 699.19, "word": " واحدة", "probability": 0.9611002604166666}, {"start": 699.19, "end": 706.31, "word": " الآن", "probability": 0.5693359375}, {"start": 706.31, "end": 706.57, "word": " إحنا", "probability": 0.7588704427083334}, {"start": 706.57, "end": 707.31, "word": " عندنا", "probability": 0.822265625}, {"start": 707.31, "end": 707.69, "word": " في", "probability": 0.970703125}, {"start": 707.69, "end": 708.05, "word": " العالم", "probability": 0.990478515625}, {"start": 708.05, "end": 708.81, "word": " موارد", "probability": 0.9117431640625}, {"start": 708.81, "end": 710.95, "word": " اللي", "probability": 0.769775390625}, {"start": 710.95, "end": 711.09, "word": " إحنا", "probability": 0.807373046875}, {"start": 711.09, "end": 711.57, "word": " بنسميها", "probability": 0.95947265625}, {"start": 711.57, "end": 711.65, "word": " الـ", "probability": 0.76025390625}, {"start": 711.65, "end": 712.19, "word": " 6Ms", "probability": 0.53369140625}, {"start": 712.19, "end": 713.45, "word": " plus", "probability": 0.1937255859375}, {"start": 713.45, "end": 713.73, "word": " two", "probability": 0.64013671875}, {"start": 713.73, "end": 716.01, "word": " اللي", "probability": 0.897216796875}, {"start": 716.01, "end": 716.27, "word": " هي", "probability": 0.958984375}, {"start": 716.27, "end": 716.37, "word": " الـ", "probability": 0.896484375}, {"start": 716.37, "end": 716.59, "word": " six", "probability": 0.390869140625}, {"start": 716.59, "end": 717.25, "word": " materials", "probability": 0.767578125}], "temperature": 1.0}, {"id": 29, "seek": 74697, "start": 718.47, "end": 746.97, "text": "plus two يعني الاتنين هدلك مش بحرف ال M إيش بتعتقدوا موارد .. يعني الآن إحنا هنسونا وياكم مثلا مشروع إيش لازم يكون عندنا لحتى يصير عندنا مشروع؟ أول حاجة المال، ماشي money ممتاز الإنسان إحنا تجاوزا من goal من هو الإنسان human بس إحنا من goal من عشان تيجي بحرف ال M", "tokens": [18954, 732, 37495, 22653, 2423, 9307, 1863, 9957, 8032, 3215, 1211, 4117, 37893, 4724, 5016, 28480, 2423, 376, 11933, 1829, 8592, 39894, 34268, 28543, 14407, 3714, 2407, 9640, 3215, 4386, 37495, 22653, 6024, 48506, 11933, 5016, 8315, 8032, 1863, 3794, 2407, 8315, 4032, 25528, 24793, 50113, 15040, 37893, 32887, 3615, 11933, 1829, 8592, 5296, 31377, 2304, 7251, 30544, 43242, 8315, 5296, 33753, 7578, 7251, 9381, 13546, 43242, 8315, 37893, 32887, 3615, 22807, 5551, 12610, 11331, 26108, 3660, 9673, 6027, 12399, 3714, 33599, 1829, 1460, 3714, 2304, 2655, 31377, 33688, 1863, 3794, 7649, 11933, 5016, 8315, 6055, 7435, 995, 2407, 11622, 995, 9154, 3387, 9154, 31439, 33688, 1863, 3794, 7649, 1952, 4724, 3794, 11933, 5016, 8315, 9154, 3387, 9154, 6225, 8592, 7649, 6055, 1829, 7435, 1829, 4724, 5016, 28480, 2423, 376], "avg_logprob": -0.20169370274507362, "compression_ratio": 1.816326530612245, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 718.47, "end": 718.79, "word": "plus", "probability": 0.419921875}, {"start": 718.79, "end": 719.03, "word": " two", "probability": 0.64697265625}, {"start": 719.03, "end": 719.35, "word": " يعني", "probability": 0.9140625}, {"start": 719.35, "end": 719.73, "word": " الاتنين", "probability": 0.780029296875}, {"start": 719.73, "end": 720.05, "word": " هدلك", "probability": 0.51165771484375}, {"start": 720.05, "end": 720.19, "word": " مش", "probability": 0.9326171875}, {"start": 720.19, "end": 720.47, "word": " بحرف", "probability": 0.9680989583333334}, {"start": 720.47, "end": 720.63, "word": " ال", "probability": 0.7958984375}, {"start": 720.63, "end": 720.73, "word": " M", "probability": 0.436767578125}, {"start": 720.73, "end": 721.81, "word": " إيش", "probability": 0.7806803385416666}, {"start": 721.81, "end": 722.41, "word": " بتعتقدوا", "probability": 0.9505615234375}, {"start": 722.41, "end": 722.81, "word": " موارد", "probability": 0.9326171875}, {"start": 722.81, "end": 722.93, "word": " ..", "probability": 0.324462890625}, {"start": 722.93, "end": 723.03, "word": " يعني", "probability": 0.8603515625}, {"start": 723.03, "end": 723.23, "word": " الآن", "probability": 0.658935546875}, {"start": 723.23, "end": 723.41, "word": " إحنا", "probability": 0.765380859375}, {"start": 723.41, "end": 723.85, "word": " هنسونا", "probability": 0.7978515625}, {"start": 723.85, "end": 724.15, "word": " وياكم", "probability": 0.73974609375}, {"start": 724.15, "end": 724.41, "word": " مثلا", "probability": 0.818359375}, {"start": 724.41, "end": 724.95, "word": " مشروع", "probability": 0.9775390625}, {"start": 724.95, "end": 726.89, "word": " إيش", "probability": 0.9407552083333334}, {"start": 726.89, "end": 727.19, "word": " لازم", "probability": 0.9933268229166666}, {"start": 727.19, "end": 727.43, "word": " يكون", "probability": 0.99072265625}, {"start": 727.43, "end": 728.09, "word": " عندنا", "probability": 0.88916015625}, {"start": 728.09, "end": 728.45, "word": " لحتى", "probability": 0.8543294270833334}, {"start": 728.45, "end": 728.61, "word": " يصير", "probability": 0.7529296875}, {"start": 728.61, "end": 728.79, "word": " عندنا", "probability": 0.934814453125}, {"start": 728.79, "end": 733.59, "word": " مشروع؟", "probability": 0.894775390625}, {"start": 733.59, "end": 736.15, "word": " أول", "probability": 0.771240234375}, {"start": 736.15, "end": 736.43, "word": " حاجة", "probability": 0.98779296875}, {"start": 736.43, "end": 736.81, "word": " المال،", "probability": 0.7864583333333334}, {"start": 736.81, "end": 737.15, "word": " ماشي", "probability": 0.9612630208333334}, {"start": 737.15, "end": 738.05, "word": " money", "probability": 0.412109375}, {"start": 738.05, "end": 740.69, "word": " ممتاز", "probability": 0.8323974609375}, {"start": 740.69, "end": 741.41, "word": " الإنسان", "probability": 0.9217529296875}, {"start": 741.41, "end": 743.17, "word": " إحنا", "probability": 0.8946940104166666}, {"start": 743.17, "end": 743.79, "word": " تجاوزا", "probability": 0.9854329427083334}, {"start": 743.79, "end": 743.91, "word": " من", "probability": 0.87548828125}, {"start": 743.91, "end": 744.15, "word": " goal", "probability": 0.3837890625}, {"start": 744.15, "end": 744.43, "word": " من", "probability": 0.295166015625}, {"start": 744.43, "end": 744.85, "word": " هو", "probability": 0.86962890625}, {"start": 744.85, "end": 745.17, "word": " الإنسان", "probability": 0.9796142578125}, {"start": 745.17, "end": 745.43, "word": " human", "probability": 0.9423828125}, {"start": 745.43, "end": 745.61, "word": " بس", "probability": 0.88671875}, {"start": 745.61, "end": 745.75, "word": " إحنا", "probability": 0.9088541666666666}, {"start": 745.75, "end": 745.85, "word": " من", "probability": 0.9384765625}, {"start": 745.85, "end": 745.99, "word": " goal", "probability": 0.9365234375}, {"start": 745.99, "end": 746.11, "word": " من", "probability": 0.97802734375}, {"start": 746.11, "end": 746.31, "word": " عشان", "probability": 0.9482421875}, {"start": 746.31, "end": 746.47, "word": " تيجي", "probability": 0.784912109375}, {"start": 746.47, "end": 746.71, "word": " بحرف", "probability": 0.9918619791666666}, {"start": 746.71, "end": 746.85, "word": " ال", "probability": 0.9541015625}, {"start": 746.85, "end": 746.97, "word": " M", "probability": 0.96142578125}], "temperature": 1.0}, {"id": 30, "seek": 77554, "start": 748.74, "end": 775.54, "text": "ممتازة مواد خام عكس أنا واحدة واحدة يعني مواد خام material آلات إيش كمان؟ إذا حكينا من money material machine سوق أيوة market", "tokens": [2304, 2304, 2655, 31377, 3660, 3714, 14407, 3215, 16490, 10943, 6225, 4117, 3794, 41850, 36764, 24401, 3660, 36764, 24401, 3660, 37495, 22653, 3714, 14407, 3215, 16490, 10943, 2527, 19753, 1211, 9307, 11933, 1829, 8592, 9122, 2304, 7649, 22807, 11933, 15730, 11331, 4117, 1829, 8315, 9154, 1460, 2527, 3479, 8608, 30543, 36632, 2407, 3660, 2142], "avg_logprob": -0.22698863365433433, "compression_ratio": 1.3661971830985915, "no_speech_prob": 0.0, "words": [{"start": 748.74, "end": 749.96, "word": "ممتازة", "probability": 0.90849609375}, {"start": 749.96, "end": 750.24, "word": " مواد", "probability": 0.77978515625}, {"start": 750.24, "end": 750.6, "word": " خام", "probability": 0.955810546875}, {"start": 750.6, "end": 751.6, "word": " عكس", "probability": 0.837890625}, {"start": 751.6, "end": 751.88, "word": " أنا", "probability": 0.284912109375}, {"start": 751.88, "end": 754.12, "word": " واحدة", "probability": 0.8759765625}, {"start": 754.12, "end": 754.3, "word": " واحدة", "probability": 0.95166015625}, {"start": 754.3, "end": 754.54, "word": " يعني", "probability": 0.697021484375}, {"start": 754.54, "end": 755.4, "word": " مواد", "probability": 0.83447265625}, {"start": 755.4, "end": 755.84, "word": " خام", "probability": 0.99365234375}, {"start": 755.84, "end": 757.66, "word": " material", "probability": 0.6005859375}, {"start": 757.66, "end": 761.72, "word": " آلات", "probability": 0.7031656901041666}, {"start": 761.72, "end": 765.22, "word": " إيش", "probability": 0.737060546875}, {"start": 765.22, "end": 766.42, "word": " كمان؟", "probability": 0.860595703125}, {"start": 766.42, "end": 766.54, "word": " إذا", "probability": 0.793701171875}, {"start": 766.54, "end": 767.12, "word": " حكينا", "probability": 0.896484375}, {"start": 767.12, "end": 767.84, "word": " من", "probability": 0.783203125}, {"start": 767.84, "end": 768.7, "word": " money", "probability": 0.88330078125}, {"start": 768.7, "end": 769.96, "word": " material", "probability": 0.70166015625}, {"start": 769.96, "end": 770.86, "word": " machine", "probability": 0.85546875}, {"start": 770.86, "end": 772.24, "word": " سوق", "probability": 0.944091796875}, {"start": 772.24, "end": 774.22, "word": " أيوة", "probability": 0.7892252604166666}, {"start": 774.22, "end": 775.54, "word": " market", "probability": 0.9716796875}], "temperature": 1.0}, {"id": 31, "seek": 79800, "start": 777.46, "end": 798.0, "text": "أخر حاجة اللي هي الإدارة إذا الإدارة إيش management plus two ال two هدولة مش بال M اللي هم information plus time", "tokens": [10721, 34740, 11331, 26108, 3660, 13672, 1829, 39896, 33688, 3215, 9640, 3660, 11933, 15730, 33688, 3215, 9640, 3660, 11933, 1829, 8592, 4592, 1804, 732, 2423, 732, 8032, 3215, 12610, 3660, 37893, 20666, 376, 13672, 1829, 8032, 2304, 1589, 1804, 565], "avg_logprob": -0.19569359174588832, "compression_ratio": 1.3252032520325203, "no_speech_prob": 0.0, "words": [{"start": 777.46, "end": 777.82, "word": "أخر", "probability": 0.817138671875}, {"start": 777.82, "end": 778.14, "word": " حاجة", "probability": 0.9920247395833334}, {"start": 778.14, "end": 778.24, "word": " اللي", "probability": 0.633056640625}, {"start": 778.24, "end": 778.32, "word": " هي", "probability": 0.90966796875}, {"start": 778.32, "end": 779.0, "word": " الإدارة", "probability": 0.9849853515625}, {"start": 779.0, "end": 780.68, "word": " إذا", "probability": 0.892333984375}, {"start": 780.68, "end": 781.2, "word": " الإدارة", "probability": 0.9847412109375}, {"start": 781.2, "end": 781.58, "word": " إيش", "probability": 0.82666015625}, {"start": 781.58, "end": 782.9, "word": " management", "probability": 0.2705078125}, {"start": 782.9, "end": 785.74, "word": " plus", "probability": 0.7255859375}, {"start": 785.74, "end": 786.2, "word": " two", "probability": 0.8017578125}, {"start": 786.2, "end": 787.0, "word": " ال", "probability": 0.67041015625}, {"start": 787.0, "end": 787.16, "word": " two", "probability": 0.82080078125}, {"start": 787.16, "end": 787.64, "word": " هدولة", "probability": 0.81451416015625}, {"start": 787.64, "end": 787.94, "word": " مش", "probability": 0.98828125}, {"start": 787.94, "end": 788.3, "word": " بال", "probability": 0.935546875}, {"start": 788.3, "end": 788.66, "word": " M", "probability": 0.325439453125}, {"start": 788.66, "end": 790.32, "word": " اللي", "probability": 0.98486328125}, {"start": 790.32, "end": 790.62, "word": " هم", "probability": 0.856201171875}, {"start": 790.62, "end": 791.86, "word": " information", "probability": 0.861328125}, {"start": 791.86, "end": 797.66, "word": " plus", "probability": 0.88232421875}, {"start": 797.66, "end": 798.0, "word": " time", "probability": 0.861328125}], "temperature": 1.0}, {"id": 32, "seek": 82678, "start": 800.16, "end": 826.78, "text": "إذا المواد اللي راب نخلقها إلنا عشان نستخدمها في مجال الأعمال في مجال المشاريع هم ستة زائد اتنين أول حاجة وهم عنصر الإنسان لأنه لو هدول موجودين ومافيش إنسان ماحش هيستخدمهم، واضح؟ الإنسان ممكن يجيب المال والمواد الخيامة والألات والسوق والإدارة والمعلومات والوقت وشغل مخ ويحقق الأهداف اللي هو إيش عايزها إذا عندنا أول شي عناصر الإنتاج", "tokens": [28814, 15730, 9673, 14407, 3215, 13672, 1829, 12602, 16758, 8717, 9778, 1211, 4587, 11296, 11933, 1211, 8315, 6225, 8592, 7649, 8717, 14851, 9778, 40448, 11296, 8978, 3714, 7435, 6027, 16247, 25957, 6027, 8978, 3714, 7435, 6027, 9673, 8592, 9640, 40228, 8032, 2304, 8608, 2655, 3660, 30767, 16373, 3215, 1975, 2655, 1863, 9957, 5551, 12610, 11331, 26108, 3660, 4032, 16095, 18871, 9381, 2288, 33688, 1863, 3794, 7649, 5296, 33456, 3224, 45164, 8032, 3215, 12610, 3714, 29245, 23328, 9957, 4032, 15042, 41185, 8592, 36145, 3794, 7649, 19446, 5016, 8592, 8032, 1829, 14851, 9778, 40448, 16095, 12399, 4032, 46958, 5016, 22807, 33688, 1863, 3794, 7649, 3714, 43020, 7251, 7435, 1829, 3555, 9673, 6027, 16070, 2304, 14407, 3215, 33962, 1829, 10943, 3660, 16070, 10721, 1211, 9307, 16070, 3794, 30543, 16070, 28814, 3215, 9640, 3660, 16070, 2304, 30241, 20498, 9307, 16070, 30543, 2655, 4032, 8592, 17082, 1211, 3714, 9778, 4032, 1829, 5016, 4587, 4587, 16247, 3224, 28259, 5172, 13672, 1829, 31439, 11933, 1829, 8592, 6225, 47302, 11622, 11296, 11933, 15730, 43242, 8315, 5551, 12610, 44049, 18871, 33546, 2288, 33688, 29399, 26108], "avg_logprob": -0.17346398709184033, "compression_ratio": 2.1184668989547037, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 800.16, "end": 800.48, "word": "إذا", "probability": 0.5447998046875}, {"start": 800.48, "end": 801.18, "word": " المواد", "probability": 0.8173828125}, {"start": 801.18, "end": 801.36, "word": " اللي", "probability": 0.770751953125}, {"start": 801.36, "end": 801.52, "word": " راب", "probability": 0.698974609375}, {"start": 801.52, "end": 802.08, "word": " نخلقها", "probability": 0.840576171875}, {"start": 802.08, "end": 802.46, "word": " إلنا", "probability": 0.6786295572916666}, {"start": 802.46, "end": 802.94, "word": " عشان", "probability": 0.8894856770833334}, {"start": 802.94, "end": 803.52, "word": " نستخدمها", "probability": 0.99462890625}, {"start": 803.52, "end": 803.74, "word": " في", "probability": 0.955078125}, {"start": 803.74, "end": 804.1, "word": " مجال", "probability": 0.9861653645833334}, {"start": 804.1, "end": 804.74, "word": " الأعمال", "probability": 0.96826171875}, {"start": 804.74, "end": 805.28, "word": " في", "probability": 0.3671875}, {"start": 805.28, "end": 805.62, "word": " مجال", "probability": 0.9951171875}, {"start": 805.62, "end": 806.12, "word": " المشاريع", "probability": 0.9840087890625}, {"start": 806.12, "end": 806.34, "word": " هم", "probability": 0.794921875}, {"start": 806.34, "end": 807.3, "word": " ستة", "probability": 0.8177083333333334}, {"start": 807.3, "end": 808.0, "word": " زائد", "probability": 0.79052734375}, {"start": 808.0, "end": 808.42, "word": " اتنين", "probability": 0.9320068359375}, {"start": 808.42, "end": 809.24, "word": " أول", "probability": 0.871337890625}, {"start": 809.24, "end": 809.6, "word": " حاجة", "probability": 0.97900390625}, {"start": 809.6, "end": 809.8, "word": " وهم", "probability": 0.857421875}, {"start": 809.8, "end": 810.16, "word": " عنصر", "probability": 0.85302734375}, {"start": 810.16, "end": 810.72, "word": " الإنسان", "probability": 0.9656982421875}, {"start": 810.72, "end": 812.0, "word": " لأنه", "probability": 0.6830240885416666}, {"start": 812.0, "end": 812.08, "word": " لو", "probability": 0.9814453125}, {"start": 812.08, "end": 812.32, "word": " هدول", "probability": 0.8717447916666666}, {"start": 812.32, "end": 812.82, "word": " موجودين", "probability": 0.940673828125}, {"start": 812.82, "end": 813.14, "word": " ومافيش", "probability": 0.74169921875}, {"start": 813.14, "end": 813.68, "word": " إنسان", "probability": 0.93017578125}, {"start": 813.68, "end": 815.16, "word": " ماحش", "probability": 0.5667317708333334}, {"start": 815.16, "end": 816.08, "word": " هيستخدمهم،", "probability": 0.7988630022321429}, {"start": 816.08, "end": 816.78, "word": " واضح؟", "probability": 0.9248046875}, {"start": 816.78, "end": 817.26, "word": " الإنسان", "probability": 0.9754638671875}, {"start": 817.26, "end": 817.5, "word": " ممكن", "probability": 0.990966796875}, {"start": 817.5, "end": 817.76, "word": " يجيب", "probability": 0.9644775390625}, {"start": 817.76, "end": 818.16, "word": " المال", "probability": 0.982666015625}, {"start": 818.16, "end": 818.64, "word": " والمواد", "probability": 0.801025390625}, {"start": 818.64, "end": 818.94, "word": " الخيامة", "probability": 0.49029541015625}, {"start": 818.94, "end": 819.32, "word": " والألات", "probability": 0.8035888671875}, {"start": 819.32, "end": 819.74, "word": " والسوق", "probability": 0.9344075520833334}, {"start": 819.74, "end": 820.24, "word": " والإدارة", "probability": 0.92001953125}, {"start": 820.24, "end": 820.8, "word": " والمعلومات", "probability": 0.9673828125}, {"start": 820.8, "end": 821.14, "word": " والوقت", "probability": 0.8699544270833334}, {"start": 821.14, "end": 821.52, "word": " وشغل", "probability": 0.8118896484375}, {"start": 821.52, "end": 821.78, "word": " مخ", "probability": 0.760498046875}, {"start": 821.78, "end": 822.34, "word": " ويحقق", "probability": 0.9724609375}, {"start": 822.34, "end": 822.74, "word": " الأهداف", "probability": 0.944091796875}, {"start": 822.74, "end": 822.86, "word": " اللي", "probability": 0.97900390625}, {"start": 822.86, "end": 823.02, "word": " هو", "probability": 0.84326171875}, {"start": 823.02, "end": 823.34, "word": " إيش", "probability": 0.8142903645833334}, {"start": 823.34, "end": 824.2, "word": " عايزها", "probability": 0.987548828125}, {"start": 824.2, "end": 825.0, "word": " إذا", "probability": 0.864013671875}, {"start": 825.0, "end": 825.32, "word": " عندنا", "probability": 0.71435546875}, {"start": 825.32, "end": 825.56, "word": " أول", "probability": 0.916015625}, {"start": 825.56, "end": 825.76, "word": " شي", "probability": 0.7099609375}, {"start": 825.76, "end": 826.2, "word": " عناصر", "probability": 0.8665364583333334}, {"start": 826.2, "end": 826.78, "word": " الإنتاج", "probability": 0.9142252604166666}], "temperature": 1.0}, {"id": 33, "seek": 85606, "start": 827.72, "end": 856.06, "text": "زي ما حكينا الإنسان، الموارد البشري، الفلوس، الموارد الخام، الألات والسوق والإدارة والمعلومات زائد إيش زائد الوقت هذه بنسميها مدخلات زي ما تبقى حكيناها لما نيجي نأسس لأي مشروع بدي يكون عندنا مدخلات اللي هي إيش؟ اللي هي الموارد الـ 6Ms اللاحظ مع بعض في عالمنا عندنا دول، نغير التحديد طبعا، تمتلك", "tokens": [11622, 1829, 19446, 11331, 4117, 1829, 8315, 33688, 1863, 3794, 7649, 12399, 9673, 2407, 9640, 3215, 29739, 8592, 16572, 12399, 27188, 1211, 41779, 12399, 9673, 14407, 2288, 3215, 33962, 10943, 12399, 16247, 1211, 9307, 16070, 3794, 30543, 16070, 28814, 3215, 9640, 3660, 16070, 2304, 30241, 20498, 9307, 30767, 16373, 3215, 11933, 1829, 8592, 30767, 16373, 3215, 2423, 30543, 2655, 29538, 44945, 38251, 1829, 11296, 3714, 3215, 9778, 1211, 9307, 30767, 1829, 19446, 6055, 3555, 4587, 7578, 11331, 4117, 1829, 8315, 11296, 5296, 15042, 8717, 1829, 7435, 1829, 8717, 10721, 3794, 3794, 5296, 10721, 1829, 37893, 32887, 3615, 4724, 16254, 7251, 30544, 43242, 8315, 3714, 3215, 9778, 1211, 9307, 13672, 1829, 39896, 11933, 1829, 8592, 22807, 13672, 1829, 39896, 9673, 2407, 9640, 3215, 2423, 39184, 1386, 26386, 13672, 39319, 19913, 20449, 45030, 11242, 8978, 6225, 45340, 8315, 43242, 8315, 11778, 12610, 12399, 8717, 17082, 13546, 16712, 5016, 16254, 3215, 23032, 3555, 3615, 995, 12399, 46811, 2655, 23275], "avg_logprob": -0.2024283462269291, "compression_ratio": 2.045977011494253, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 827.72, "end": 827.96, "word": "زي", "probability": 0.66845703125}, {"start": 827.96, "end": 828.0, "word": " ما", "probability": 0.96044921875}, {"start": 828.0, "end": 828.32, "word": " حكينا", "probability": 0.9588623046875}, {"start": 828.32, "end": 828.98, "word": " الإنسان،", "probability": 0.850927734375}, {"start": 828.98, "end": 829.22, "word": " الموارد", "probability": 0.70306396484375}, {"start": 829.22, "end": 830.12, "word": " البشري،", "probability": 0.9140625}, {"start": 830.12, "end": 830.78, "word": " الفلوس،", "probability": 0.875732421875}, {"start": 830.78, "end": 831.02, "word": " الموارد", "probability": 0.885498046875}, {"start": 831.02, "end": 832.42, "word": " الخام،", "probability": 0.8458658854166666}, {"start": 832.42, "end": 833.04, "word": " الألات", "probability": 0.8048502604166666}, {"start": 833.04, "end": 834.38, "word": " والسوق", "probability": 0.803466796875}, {"start": 834.38, "end": 835.24, "word": " والإدارة", "probability": 0.9349609375}, {"start": 835.24, "end": 836.38, "word": " والمعلومات", "probability": 0.937109375}, {"start": 836.38, "end": 836.72, "word": " زائد", "probability": 0.544189453125}, {"start": 836.72, "end": 837.02, "word": " إيش", "probability": 0.6993815104166666}, {"start": 837.02, "end": 837.5, "word": " زائد", "probability": 0.88525390625}, {"start": 837.5, "end": 838.46, "word": " الوقت", "probability": 0.9816080729166666}, {"start": 838.46, "end": 838.96, "word": " هذه", "probability": 0.7490234375}, {"start": 838.96, "end": 839.48, "word": " بنسميها", "probability": 0.8919677734375}, {"start": 839.48, "end": 840.12, "word": " مدخلات", "probability": 0.9326171875}, {"start": 840.12, "end": 840.6, "word": " زي", "probability": 0.895751953125}, {"start": 840.6, "end": 840.66, "word": " ما", "probability": 0.953125}, {"start": 840.66, "end": 840.78, "word": " تبقى", "probability": 0.662322998046875}, {"start": 840.78, "end": 841.56, "word": " حكيناها", "probability": 0.89052734375}, {"start": 841.56, "end": 841.88, "word": " لما", "probability": 0.885009765625}, {"start": 841.88, "end": 842.1, "word": " نيجي", "probability": 0.84039306640625}, {"start": 842.1, "end": 842.54, "word": " نأسس", "probability": 0.91943359375}, {"start": 842.54, "end": 842.84, "word": " لأي", "probability": 0.9462890625}, {"start": 842.84, "end": 843.3, "word": " مشروع", "probability": 0.9969075520833334}, {"start": 843.3, "end": 843.52, "word": " بدي", "probability": 0.45050048828125}, {"start": 843.52, "end": 843.66, "word": " يكون", "probability": 0.759521484375}, {"start": 843.66, "end": 843.86, "word": " عندنا", "probability": 0.8564453125}, {"start": 843.86, "end": 844.36, "word": " مدخلات", "probability": 0.99033203125}, {"start": 844.36, "end": 844.5, "word": " اللي", "probability": 0.87060546875}, {"start": 844.5, "end": 844.64, "word": " هي", "probability": 0.9248046875}, {"start": 844.64, "end": 844.96, "word": " إيش؟", "probability": 0.7049560546875}, {"start": 844.96, "end": 845.0, "word": " اللي", "probability": 0.974853515625}, {"start": 845.0, "end": 845.06, "word": " هي", "probability": 0.96875}, {"start": 845.06, "end": 845.68, "word": " الموارد", "probability": 0.87744140625}, {"start": 845.68, "end": 845.98, "word": " الـ", "probability": 0.744384765625}, {"start": 845.98, "end": 846.48, "word": " 6Ms", "probability": 0.548095703125}, {"start": 846.48, "end": 850.84, "word": " اللاحظ", "probability": 0.818359375}, {"start": 850.84, "end": 851.0, "word": " مع", "probability": 0.990234375}, {"start": 851.0, "end": 851.26, "word": " بعض", "probability": 0.98388671875}, {"start": 851.26, "end": 851.38, "word": " في", "probability": 0.98583984375}, {"start": 851.38, "end": 851.9, "word": " عالمنا", "probability": 0.998046875}, {"start": 851.9, "end": 852.84, "word": " عندنا", "probability": 0.840576171875}, {"start": 852.84, "end": 853.76, "word": " دول،", "probability": 0.8225911458333334}, {"start": 853.76, "end": 853.96, "word": " نغير", "probability": 0.5286458333333334}, {"start": 853.96, "end": 854.3, "word": " التحديد", "probability": 0.876953125}, {"start": 854.3, "end": 855.36, "word": " طبعا،", "probability": 0.85927734375}, {"start": 855.36, "end": 856.06, "word": " تمتلك", "probability": 0.9944661458333334}], "temperature": 1.0}, {"id": 34, "seek": 88504, "start": 857.5, "end": 885.04, "text": "كل شيء لكن فقيرة عندها بطالة ودول العالم تالت هذا الكلام موجود على دلوقت وعنا دول لا تمتلك حتى لو جزء من المواد الأولى هذه الدول زي اليابان انتوا عارفين ان اليابان منطقة زلازة", "tokens": [28820, 44049, 38207, 44381, 6156, 4587, 48923, 43242, 11296, 4724, 9566, 6027, 3660, 4032, 3215, 12610, 18863, 45340, 6055, 6027, 2655, 23758, 2423, 28820, 10943, 3714, 29245, 23328, 15844, 11778, 1211, 30543, 2655, 4032, 3615, 8315, 11778, 12610, 20193, 46811, 2655, 23275, 11331, 49975, 45164, 10874, 11622, 38207, 9154, 9673, 14407, 3215, 16247, 12610, 7578, 29538, 32748, 12610, 30767, 1829, 45595, 16758, 7649, 16472, 2655, 14407, 6225, 9640, 5172, 9957, 16472, 45595, 16758, 7649, 9154, 9566, 28671, 30767, 1211, 31377, 3660], "avg_logprob": -0.16234755988528088, "compression_ratio": 1.7909604519774012, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 857.5, "end": 857.88, "word": "كل", "probability": 0.9423828125}, {"start": 857.88, "end": 858.5, "word": " شيء", "probability": 0.90771484375}, {"start": 858.5, "end": 860.08, "word": " لكن", "probability": 0.8544921875}, {"start": 860.08, "end": 860.58, "word": " فقيرة", "probability": 0.8294270833333334}, {"start": 860.58, "end": 863.32, "word": " عندها", "probability": 0.83984375}, {"start": 863.32, "end": 863.9, "word": " بطالة", "probability": 0.992431640625}, {"start": 863.9, "end": 866.04, "word": " ودول", "probability": 0.8001302083333334}, {"start": 866.04, "end": 866.42, "word": " العالم", "probability": 0.92919921875}, {"start": 866.42, "end": 866.9, "word": " تالت", "probability": 0.9567057291666666}, {"start": 866.9, "end": 869.4, "word": " هذا", "probability": 0.466796875}, {"start": 869.4, "end": 869.68, "word": " الكلام", "probability": 0.9500325520833334}, {"start": 869.68, "end": 869.96, "word": " موجود", "probability": 0.9835611979166666}, {"start": 869.96, "end": 870.1, "word": " على", "probability": 0.8798828125}, {"start": 870.1, "end": 870.58, "word": " دلوقت", "probability": 0.69146728515625}, {"start": 870.58, "end": 871.88, "word": " وعنا", "probability": 0.7599283854166666}, {"start": 871.88, "end": 872.28, "word": " دول", "probability": 0.9912109375}, {"start": 872.28, "end": 874.36, "word": " لا", "probability": 0.5537109375}, {"start": 874.36, "end": 875.02, "word": " تمتلك", "probability": 0.9928385416666666}, {"start": 875.02, "end": 876.06, "word": " حتى", "probability": 0.867431640625}, {"start": 876.06, "end": 876.22, "word": " لو", "probability": 0.9580078125}, {"start": 876.22, "end": 876.46, "word": " جزء", "probability": 0.9890950520833334}, {"start": 876.46, "end": 876.6, "word": " من", "probability": 0.990234375}, {"start": 876.6, "end": 876.92, "word": " المواد", "probability": 0.801513671875}, {"start": 876.92, "end": 877.64, "word": " الأولى", "probability": 0.9832356770833334}, {"start": 877.64, "end": 877.98, "word": " هذه", "probability": 0.459228515625}, {"start": 877.98, "end": 878.26, "word": " الدول", "probability": 0.85205078125}, {"start": 878.26, "end": 880.46, "word": " زي", "probability": 0.6556396484375}, {"start": 880.46, "end": 880.98, "word": " اليابان", "probability": 0.986328125}, {"start": 880.98, "end": 883.08, "word": " انتوا", "probability": 0.80029296875}, {"start": 883.08, "end": 883.34, "word": " عارفين", "probability": 0.9183349609375}, {"start": 883.34, "end": 883.48, "word": " ان", "probability": 0.634765625}, {"start": 883.48, "end": 883.96, "word": " اليابان", "probability": 0.990234375}, {"start": 883.96, "end": 884.4, "word": " منطقة", "probability": 0.9855143229166666}, {"start": 884.4, "end": 885.04, "word": " زلازة", "probability": 0.7559814453125}], "temperature": 1.0}, {"id": 35, "seek": 91448, "start": 885.9, "end": 914.48, "text": "ماشي، هدف حد ذاته خطر واضح؟ واليابان كمان مافيش فيها موارد كتيرة إنها دولة إيش؟ متقدمة صناعيا واقتصاديا وها كده إيش الفرق بين الاتنين؟ أو إيش الحاسم إنه ناس عندها كل حاجة لكن فقيرة عندها بطالة في العالم التالت وناس ماعندهاش حاجة ومن الدول المتقدمة فكرة الإنسان باستخدامها بالموارد يعني إيه؟ التعليم نفسه", "tokens": [2304, 33599, 1829, 12399, 8032, 3215, 5172, 11331, 3215, 29910, 9307, 3224, 16490, 9566, 2288, 4032, 46958, 5016, 22807, 16070, 1829, 16758, 7649, 9122, 2304, 7649, 19446, 41185, 8592, 8978, 11296, 3714, 2407, 9640, 3215, 9122, 2655, 48923, 36145, 11296, 11778, 12610, 3660, 11933, 1829, 8592, 22807, 44650, 28543, 46007, 20328, 8315, 3615, 25528, 4032, 995, 38149, 9381, 995, 16254, 995, 4032, 11296, 9122, 3215, 3224, 11933, 1829, 8592, 27188, 2288, 4587, 49374, 2423, 9307, 1863, 9957, 22807, 34051, 11933, 1829, 8592, 21542, 32277, 2304, 36145, 3224, 8717, 32277, 43242, 11296, 28242, 11331, 26108, 3660, 44381, 6156, 4587, 48923, 43242, 11296, 4724, 9566, 6027, 3660, 8978, 18863, 45340, 16712, 6027, 2655, 4032, 8315, 3794, 19446, 3615, 41260, 11296, 8592, 11331, 26108, 3660, 4032, 27842, 32748, 12610, 9673, 2655, 28543, 46007, 6156, 4117, 25720, 33688, 1863, 3794, 7649, 4724, 995, 14851, 9778, 3215, 10943, 11296, 20666, 2304, 2407, 9640, 3215, 37495, 22653, 11933, 1829, 3224, 22807, 16712, 3615, 20292, 2304, 8717, 36178, 3224], "avg_logprob": -0.1946894149838781, "compression_ratio": 2.0671641791044775, "no_speech_prob": 2.682209014892578e-06, "words": [{"start": 885.9, "end": 886.42, "word": "ماشي،", "probability": 0.8023681640625}, {"start": 886.42, "end": 886.58, "word": " هدف", "probability": 0.80615234375}, {"start": 886.58, "end": 886.76, "word": " حد", "probability": 0.953369140625}, {"start": 886.76, "end": 886.96, "word": " ذاته", "probability": 0.83935546875}, {"start": 886.96, "end": 887.32, "word": " خطر", "probability": 0.98095703125}, {"start": 887.32, "end": 888.9, "word": " واضح؟", "probability": 0.8233642578125}, {"start": 888.9, "end": 889.52, "word": " واليابان", "probability": 0.8541259765625}, {"start": 889.52, "end": 889.7, "word": " كمان", "probability": 0.95751953125}, {"start": 889.7, "end": 889.94, "word": " مافيش", "probability": 0.8846028645833334}, {"start": 889.94, "end": 890.08, "word": " فيها", "probability": 0.89111328125}, {"start": 890.08, "end": 890.3, "word": " موارد", "probability": 0.879150390625}, {"start": 890.3, "end": 890.68, "word": " كتيرة", "probability": 0.8899739583333334}, {"start": 890.68, "end": 892.02, "word": " إنها", "probability": 0.656494140625}, {"start": 892.02, "end": 892.4, "word": " دولة", "probability": 0.9912109375}, {"start": 892.4, "end": 893.18, "word": " إيش؟", "probability": 0.8497314453125}, {"start": 893.18, "end": 894.82, "word": " متقدمة", "probability": 0.97802734375}, {"start": 894.82, "end": 896.12, "word": " صناعيا", "probability": 0.9442138671875}, {"start": 896.12, "end": 897.14, "word": " واقتصاديا", "probability": 0.81640625}, {"start": 897.14, "end": 897.66, "word": " وها", "probability": 0.74560546875}, {"start": 897.66, "end": 897.96, "word": " كده", "probability": 0.7762044270833334}, {"start": 897.96, "end": 899.12, "word": " إيش", "probability": 0.9051106770833334}, {"start": 899.12, "end": 899.82, "word": " الفرق", "probability": 0.9606119791666666}, {"start": 899.82, "end": 900.04, "word": " بين", "probability": 0.7353515625}, {"start": 900.04, "end": 900.48, "word": " الاتنين؟", "probability": 0.728173828125}, {"start": 900.48, "end": 900.56, "word": " أو", "probability": 0.9482421875}, {"start": 900.56, "end": 900.78, "word": " إيش", "probability": 0.96875}, {"start": 900.78, "end": 901.48, "word": " الحاسم", "probability": 0.9251302083333334}, {"start": 901.48, "end": 902.18, "word": " إنه", "probability": 0.561767578125}, {"start": 902.18, "end": 902.34, "word": " ناس", "probability": 0.955322265625}, {"start": 902.34, "end": 902.64, "word": " عندها", "probability": 0.968017578125}, {"start": 902.64, "end": 902.82, "word": " كل", "probability": 0.990234375}, {"start": 902.82, "end": 903.36, "word": " حاجة", "probability": 0.9986979166666666}, {"start": 903.36, "end": 903.88, "word": " لكن", "probability": 0.88037109375}, {"start": 903.88, "end": 904.46, "word": " فقيرة", "probability": 0.9835611979166666}, {"start": 904.46, "end": 905.52, "word": " عندها", "probability": 0.772216796875}, {"start": 905.52, "end": 905.84, "word": " بطالة", "probability": 0.992431640625}, {"start": 905.84, "end": 905.94, "word": " في", "probability": 0.6162109375}, {"start": 905.94, "end": 906.12, "word": " العالم", "probability": 0.99365234375}, {"start": 906.12, "end": 906.44, "word": " التالت", "probability": 0.88818359375}, {"start": 906.44, "end": 907.12, "word": " وناس", "probability": 0.9405924479166666}, {"start": 907.12, "end": 907.56, "word": " ماعندهاش", "probability": 0.82705078125}, {"start": 907.56, "end": 908.04, "word": " حاجة", "probability": 0.9990234375}, {"start": 908.04, "end": 908.42, "word": " ومن", "probability": 0.888671875}, {"start": 908.42, "end": 908.6, "word": " الدول", "probability": 0.986328125}, {"start": 908.6, "end": 909.3, "word": " المتقدمة", "probability": 0.9866943359375}, {"start": 909.3, "end": 911.18, "word": " فكرة", "probability": 0.6836344401041666}, {"start": 911.18, "end": 911.54, "word": " الإنسان", "probability": 0.9886474609375}, {"start": 911.54, "end": 912.16, "word": " باستخدامها", "probability": 0.745361328125}, {"start": 912.16, "end": 912.72, "word": " بالموارد", "probability": 0.68818359375}, {"start": 912.72, "end": 913.02, "word": " يعني", "probability": 0.801513671875}, {"start": 913.02, "end": 913.46, "word": " إيه؟", "probability": 0.7208709716796875}, {"start": 913.46, "end": 914.1, "word": " التعليم", "probability": 0.81207275390625}, {"start": 914.1, "end": 914.48, "word": " نفسه", "probability": 0.98828125}], "temperature": 1.0}, {"id": 36, "seek": 94088, "start": 917.12, "end": 940.88, "text": "اللي هو احنا إيش ممكن نستخدم .. نلخصه حصن الإدارة يعني الدول اللي عندها الشغلات هذه كلها و بغزارة مش عارفة تستخدمها فبتلاقي سوء إدارة فانك هي دول متخلفة إذا مش شرط انا .. مش شرط يكون عندي كل حاجة لحتى أصير متقدم ممكن يكون عندي أشياء بسيطة لكن متقدم الدول قلنا زي اليابان", "tokens": [6027, 20292, 31439, 1975, 5016, 8315, 11933, 1829, 8592, 3714, 43020, 8717, 14851, 9778, 40448, 4386, 8717, 1211, 9778, 9381, 3224, 11331, 9381, 1863, 33688, 3215, 9640, 3660, 37495, 22653, 32748, 12610, 13672, 1829, 43242, 11296, 25124, 17082, 1211, 9307, 29538, 28242, 11296, 4032, 4724, 17082, 11622, 9640, 3660, 37893, 6225, 9640, 5172, 3660, 6055, 14851, 9778, 40448, 11296, 6156, 3555, 2655, 15040, 38436, 8608, 2407, 38207, 11933, 3215, 9640, 3660, 6156, 7649, 4117, 39896, 11778, 12610, 44650, 9778, 46538, 3660, 11933, 15730, 37893, 13412, 2288, 9566, 1975, 8315, 4386, 37893, 13412, 2288, 9566, 7251, 30544, 18871, 16254, 28242, 11331, 26108, 3660, 5296, 33753, 7578, 5551, 9381, 13546, 44650, 28543, 2304, 3714, 43020, 7251, 30544, 18871, 16254, 5551, 8592, 1829, 16606, 4724, 3794, 1829, 9566, 3660, 44381, 44650, 28543, 2304, 32748, 12610, 12174, 1211, 8315, 30767, 1829, 45595, 16758, 7649], "avg_logprob": -0.14760638805145912, "compression_ratio": 1.9475806451612903, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 917.12, "end": 917.4, "word": "اللي", "probability": 0.63037109375}, {"start": 917.4, "end": 917.44, "word": " هو", "probability": 0.1527099609375}, {"start": 917.44, "end": 917.66, "word": " احنا", "probability": 0.8330078125}, {"start": 917.66, "end": 917.8, "word": " إيش", "probability": 0.7923990885416666}, {"start": 917.8, "end": 918.02, "word": " ممكن", "probability": 0.95263671875}, {"start": 918.02, "end": 918.52, "word": " نستخدم", "probability": 0.763427734375}, {"start": 918.52, "end": 919.02, "word": " ..", "probability": 0.28271484375}, {"start": 919.02, "end": 920.86, "word": " نلخصه", "probability": 0.9232421875}, {"start": 920.86, "end": 921.5, "word": " حصن", "probability": 0.7517903645833334}, {"start": 921.5, "end": 921.94, "word": " الإدارة", "probability": 0.982666015625}, {"start": 921.94, "end": 923.54, "word": " يعني", "probability": 0.83740234375}, {"start": 923.54, "end": 923.96, "word": " الدول", "probability": 0.97705078125}, {"start": 923.96, "end": 924.14, "word": " اللي", "probability": 0.972412109375}, {"start": 924.14, "end": 924.4, "word": " عندها", "probability": 0.992431640625}, {"start": 924.4, "end": 924.82, "word": " الشغلات", "probability": 0.9737548828125}, {"start": 924.82, "end": 925.08, "word": " هذه", "probability": 0.6435546875}, {"start": 925.08, "end": 925.48, "word": " كلها", "probability": 0.99462890625}, {"start": 925.48, "end": 925.62, "word": " و", "probability": 0.5947265625}, {"start": 925.62, "end": 926.34, "word": " بغزارة", "probability": 0.91015625}, {"start": 926.34, "end": 927.44, "word": " مش", "probability": 0.95068359375}, {"start": 927.44, "end": 927.64, "word": " عارفة", "probability": 0.9420166015625}, {"start": 927.64, "end": 928.26, "word": " تستخدمها", "probability": 0.99189453125}, {"start": 928.26, "end": 928.98, "word": " فبتلاقي", "probability": 0.9671875}, {"start": 928.98, "end": 929.24, "word": " سوء", "probability": 0.9142252604166666}, {"start": 929.24, "end": 929.66, "word": " إدارة", "probability": 0.9884033203125}, {"start": 929.66, "end": 930.12, "word": " فانك", "probability": 0.76025390625}, {"start": 930.12, "end": 930.22, "word": " هي", "probability": 0.8896484375}, {"start": 930.22, "end": 930.42, "word": " دول", "probability": 0.963623046875}, {"start": 930.42, "end": 931.28, "word": " متخلفة", "probability": 0.9827880859375}, {"start": 931.28, "end": 932.26, "word": " إذا", "probability": 0.609130859375}, {"start": 932.26, "end": 932.48, "word": " مش", "probability": 0.5361328125}, {"start": 932.48, "end": 932.72, "word": " شرط", "probability": 0.99072265625}, {"start": 932.72, "end": 932.9, "word": " انا", "probability": 0.60162353515625}, {"start": 932.9, "end": 933.1, "word": " ..", "probability": 0.8818359375}, {"start": 933.1, "end": 933.34, "word": " مش", "probability": 0.97607421875}, {"start": 933.34, "end": 933.56, "word": " شرط", "probability": 0.9931640625}, {"start": 933.56, "end": 933.74, "word": " يكون", "probability": 0.98291015625}, {"start": 933.74, "end": 933.92, "word": " عندي", "probability": 0.80078125}, {"start": 933.92, "end": 934.12, "word": " كل", "probability": 0.96875}, {"start": 934.12, "end": 934.44, "word": " حاجة", "probability": 0.9986979166666666}, {"start": 934.44, "end": 934.74, "word": " لحتى", "probability": 0.82080078125}, {"start": 934.74, "end": 934.86, "word": " أصير", "probability": 0.8017578125}, {"start": 934.86, "end": 935.74, "word": " متقدم", "probability": 0.9871419270833334}, {"start": 935.74, "end": 936.34, "word": " ممكن", "probability": 0.9150390625}, {"start": 936.34, "end": 936.56, "word": " يكون", "probability": 0.9892578125}, {"start": 936.56, "end": 936.86, "word": " عندي", "probability": 0.931640625}, {"start": 936.86, "end": 937.14, "word": " أشياء", "probability": 0.9940185546875}, {"start": 937.14, "end": 937.52, "word": " بسيطة", "probability": 0.99462890625}, {"start": 937.52, "end": 937.68, "word": " لكن", "probability": 0.94384765625}, {"start": 937.68, "end": 938.78, "word": " متقدم", "probability": 0.88916015625}, {"start": 938.78, "end": 939.72, "word": " الدول", "probability": 0.976806640625}, {"start": 939.72, "end": 940.2, "word": " قلنا", "probability": 0.6466878255208334}, {"start": 940.2, "end": 940.38, "word": " زي", "probability": 0.97802734375}, {"start": 940.38, "end": 940.88, "word": " اليابان", "probability": 0.9763997395833334}], "temperature": 1.0}, {"id": 37, "seek": 97151, "start": 942.15, "end": 971.51, "text": "استغلت وضعها فأصبحت من الدول المتقدمة عشان ذلك احنا هطلعلنا حاجة اسمها المدرسة اليابانية لكن مافيش حاجة اسمها مدرسة الدول اللامية ماعندهم مش مدرسة ماشي اذا استغلال الموارد وحسن استغلالها ده بنسميه إدارة تبدير الموارد وإسرافها ده اسمه سوق إدارة الان ال 6Ms ده ليه المدخلات؟", "tokens": [995, 14851, 17082, 1211, 2655, 4032, 11242, 3615, 11296, 6156, 10721, 9381, 49628, 2655, 9154, 32748, 12610, 9673, 2655, 28543, 46007, 6225, 8592, 7649, 29910, 23275, 1975, 5016, 8315, 8032, 9566, 1211, 30241, 8315, 11331, 26108, 3660, 24525, 2304, 11296, 9673, 3215, 2288, 3794, 3660, 45595, 16758, 7649, 10632, 44381, 19446, 41185, 8592, 11331, 26108, 3660, 24525, 2304, 11296, 3714, 3215, 2288, 3794, 3660, 32748, 12610, 13672, 10943, 10632, 19446, 3615, 41260, 16095, 37893, 3714, 3215, 2288, 3794, 3660, 3714, 33599, 1829, 1975, 15730, 44713, 17082, 1211, 6027, 9673, 2407, 9640, 3215, 4032, 5016, 3794, 1863, 44713, 17082, 1211, 6027, 11296, 11778, 3224, 44945, 38251, 1829, 3224, 11933, 3215, 9640, 3660, 6055, 3555, 16254, 2288, 9673, 2407, 9640, 3215, 4032, 28814, 3794, 23557, 5172, 11296, 11778, 3224, 24525, 2304, 3224, 8608, 30543, 11933, 3215, 9640, 3660, 2423, 7649, 2423, 1386, 26386, 11778, 3224, 32239, 3224, 9673, 3215, 9778, 1211, 9307, 22807], "avg_logprob": -0.22265624970589815, "compression_ratio": 2.0580912863070537, "no_speech_prob": 0.0, "words": [{"start": 942.15, "end": 942.91, "word": "استغلت", "probability": 0.88291015625}, {"start": 942.91, "end": 943.41, "word": " وضعها", "probability": 0.946533203125}, {"start": 943.41, "end": 944.19, "word": " فأصبحت", "probability": 0.665869140625}, {"start": 944.19, "end": 944.27, "word": " من", "probability": 0.974609375}, {"start": 944.27, "end": 944.51, "word": " الدول", "probability": 0.902099609375}, {"start": 944.51, "end": 945.93, "word": " المتقدمة", "probability": 0.78717041015625}, {"start": 945.93, "end": 946.61, "word": " عشان", "probability": 0.8702799479166666}, {"start": 946.61, "end": 946.79, "word": " ذلك", "probability": 0.812255859375}, {"start": 946.79, "end": 947.01, "word": " احنا", "probability": 0.62017822265625}, {"start": 947.01, "end": 947.61, "word": " هطلعلنا", "probability": 0.6507080078125}, {"start": 947.61, "end": 947.87, "word": " حاجة", "probability": 0.9202473958333334}, {"start": 947.87, "end": 948.23, "word": " اسمها", "probability": 0.9609375}, {"start": 948.23, "end": 948.99, "word": " المدرسة", "probability": 0.9455078125}, {"start": 948.99, "end": 951.05, "word": " اليابانية", "probability": 0.9873046875}, {"start": 951.05, "end": 953.73, "word": " لكن", "probability": 0.9267578125}, {"start": 953.73, "end": 953.99, "word": " مافيش", "probability": 0.4798990885416667}, {"start": 953.99, "end": 954.17, "word": " حاجة", "probability": 0.99072265625}, {"start": 954.17, "end": 954.41, "word": " اسمها", "probability": 0.9484049479166666}, {"start": 954.41, "end": 954.65, "word": " مدرسة", "probability": 0.9783203125}, {"start": 954.65, "end": 954.93, "word": " الدول", "probability": 0.5960693359375}, {"start": 954.93, "end": 955.23, "word": " اللامية", "probability": 0.7428385416666666}, {"start": 955.23, "end": 955.49, "word": " ماعندهم", "probability": 0.8096923828125}, {"start": 955.49, "end": 955.61, "word": " مش", "probability": 0.3916015625}, {"start": 955.61, "end": 956.05, "word": " مدرسة", "probability": 0.98232421875}, {"start": 956.05, "end": 957.39, "word": " ماشي", "probability": 0.771484375}, {"start": 957.39, "end": 958.57, "word": " اذا", "probability": 0.5777587890625}, {"start": 958.57, "end": 959.41, "word": " استغلال", "probability": 0.86767578125}, {"start": 959.41, "end": 959.97, "word": " الموارد", "probability": 0.9296875}, {"start": 959.97, "end": 960.33, "word": " وحسن", "probability": 0.9085693359375}, {"start": 960.33, "end": 960.89, "word": " استغلالها", "probability": 0.9646484375}, {"start": 960.89, "end": 961.05, "word": " ده", "probability": 0.6390380859375}, {"start": 961.05, "end": 961.53, "word": " بنسميه", "probability": 0.9276123046875}, {"start": 961.53, "end": 962.79, "word": " إدارة", "probability": 0.958251953125}, {"start": 962.79, "end": 964.25, "word": " تبدير", "probability": 0.863525390625}, {"start": 964.25, "end": 964.83, "word": " الموارد", "probability": 0.9381103515625}, {"start": 964.83, "end": 965.69, "word": " وإسرافها", "probability": 0.8463948567708334}, {"start": 965.69, "end": 966.23, "word": " ده", "probability": 0.854736328125}, {"start": 966.23, "end": 966.51, "word": " اسمه", "probability": 0.95458984375}, {"start": 966.51, "end": 966.75, "word": " سوق", "probability": 0.710693359375}, {"start": 966.75, "end": 968.53, "word": " إدارة", "probability": 0.9676513671875}, {"start": 968.53, "end": 969.41, "word": " الان", "probability": 0.696044921875}, {"start": 969.41, "end": 969.59, "word": " ال", "probability": 0.87890625}, {"start": 969.59, "end": 970.09, "word": " 6Ms", "probability": 0.3538818359375}, {"start": 970.09, "end": 970.31, "word": " ده", "probability": 0.76904296875}, {"start": 970.31, "end": 970.47, "word": " ليه", "probability": 0.640625}, {"start": 970.47, "end": 971.51, "word": " المدخلات؟", "probability": 0.967041015625}], "temperature": 1.0}, {"id": 38, "seek": 99500, "start": 971.86, "end": 995.0, "text": "هنستغلها بشكل جيد عن طريق وظائف الإدارة وظائف الإدارة ممكن تلاقيهم أربعة أو خمسة حسب بس الأساسيات أربعة تخطيط planning تنظيم organization قيادة leadership الرقابة controlling", "tokens": [3224, 1863, 14851, 17082, 1211, 11296, 4724, 8592, 28820, 10874, 25708, 18871, 23032, 16572, 4587, 4032, 19913, 16373, 5172, 33688, 3215, 9640, 3660, 4032, 19913, 16373, 5172, 33688, 3215, 9640, 3660, 3714, 43020, 6055, 15040, 38436, 16095, 5551, 25513, 27884, 34051, 16490, 2304, 3794, 3660, 11331, 35457, 4724, 3794, 16247, 3794, 32277, 1829, 9307, 5551, 25513, 27884, 6055, 9778, 9566, 1829, 9566, 5038, 6055, 1863, 19913, 32640, 4475, 12174, 1829, 18513, 3660, 5848, 34892, 4587, 16758, 3660, 14905], "avg_logprob": -0.13182356878171994, "compression_ratio": 1.5, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 971.86, "end": 972.58, "word": "هنستغلها", "probability": 0.857666015625}, {"start": 972.58, "end": 972.94, "word": " بشكل", "probability": 0.9921875}, {"start": 972.94, "end": 973.46, "word": " جيد", "probability": 0.989501953125}, {"start": 973.46, "end": 974.42, "word": " عن", "probability": 0.1402587890625}, {"start": 974.42, "end": 974.74, "word": " طريق", "probability": 0.9597981770833334}, {"start": 974.74, "end": 975.76, "word": " وظائف", "probability": 0.8270263671875}, {"start": 975.76, "end": 976.36, "word": " الإدارة", "probability": 0.988525390625}, {"start": 976.36, "end": 978.86, "word": " وظائف", "probability": 0.97216796875}, {"start": 978.86, "end": 979.56, "word": " الإدارة", "probability": 0.9969482421875}, {"start": 979.56, "end": 980.12, "word": " ممكن", "probability": 0.89697265625}, {"start": 980.12, "end": 980.5, "word": " تلاقيهم", "probability": 0.8392333984375}, {"start": 980.5, "end": 980.78, "word": " أربعة", "probability": 0.8194986979166666}, {"start": 980.78, "end": 980.92, "word": " أو", "probability": 0.9375}, {"start": 980.92, "end": 981.3, "word": " خمسة", "probability": 0.97119140625}, {"start": 981.3, "end": 981.6, "word": " حسب", "probability": 0.9658203125}, {"start": 981.6, "end": 982.82, "word": " بس", "probability": 0.7457275390625}, {"start": 982.82, "end": 983.64, "word": " الأساسيات", "probability": 0.87294921875}, {"start": 983.64, "end": 984.0, "word": " أربعة", "probability": 0.892578125}, {"start": 984.0, "end": 985.26, "word": " تخطيط", "probability": 0.94716796875}, {"start": 985.26, "end": 986.64, "word": " planning", "probability": 0.72998046875}, {"start": 986.64, "end": 988.24, "word": " تنظيم", "probability": 0.9412841796875}, {"start": 988.24, "end": 989.7, "word": " organization", "probability": 0.8701171875}, {"start": 989.7, "end": 991.38, "word": " قيادة", "probability": 0.9041748046875}, {"start": 991.38, "end": 992.34, "word": " leadership", "probability": 0.91943359375}, {"start": 992.34, "end": 994.12, "word": " الرقابة", "probability": 0.9844970703125}, {"start": 994.12, "end": 995.0, "word": " controlling", "probability": 0.4296875}], "temperature": 1.0}, {"id": 39, "seek": 102453, "start": 995.89, "end": 1024.53, "text": "إذا أنا عشان أستغل الموارد هذه لازم أطبق وظائف إيش الإدارة لما نطبق وظائف الإدارة هنوصل لمين؟ لهدف المؤسسة أو الهدف تبعي اللي هو الـobjective إذا إذا أنت كطالبة استغلتي وقتك منيح و استغلتي عقلك كويس ورتبتي أمورك خطبتي ونظمتي و 100% هتوصل للهدف إيش؟ إيه بتاعك؟ فإن هنا السؤال بطرح نفسه ما هو الهدف؟", "tokens": [28814, 15730, 41850, 6225, 8592, 7649, 5551, 14851, 17082, 1211, 9673, 2407, 9640, 3215, 29538, 5296, 31377, 2304, 5551, 9566, 3555, 4587, 4032, 19913, 16373, 5172, 11933, 1829, 8592, 33688, 3215, 9640, 3660, 5296, 15042, 8717, 9566, 3555, 4587, 4032, 19913, 16373, 5172, 33688, 3215, 9640, 3660, 8032, 1863, 2407, 36520, 32767, 9957, 22807, 46740, 3215, 5172, 9673, 33604, 3794, 3794, 3660, 34051, 2423, 3224, 3215, 5172, 6055, 3555, 3615, 1829, 13672, 1829, 31439, 2423, 39184, 41070, 488, 11933, 15730, 11933, 15730, 14739, 2655, 9122, 9566, 6027, 49401, 44713, 17082, 1211, 31371, 4032, 38149, 4117, 9154, 1829, 5016, 4032, 44713, 17082, 1211, 31371, 6225, 4587, 23275, 9122, 45865, 3794, 4032, 43500, 3555, 31371, 5551, 2304, 13063, 4117, 16490, 9566, 3555, 31371, 4032, 1863, 19913, 2304, 31371, 4032, 2319, 4, 8032, 2655, 2407, 36520, 24976, 3224, 3215, 5172, 11933, 1829, 8592, 22807, 11933, 1829, 3224, 39894, 45761, 4117, 22807, 6156, 28814, 1863, 34105, 21136, 33604, 6027, 4724, 9566, 2288, 5016, 8717, 36178, 3224, 19446, 31439, 2423, 3224, 3215, 5172, 22807], "avg_logprob": -0.16204043828389225, "compression_ratio": 1.862190812720848, "no_speech_prob": 0.0, "words": [{"start": 995.89, "end": 996.15, "word": "إذا", "probability": 0.63623046875}, {"start": 996.15, "end": 996.39, "word": " أنا", "probability": 0.8154296875}, {"start": 996.39, "end": 996.67, "word": " عشان", "probability": 0.970703125}, {"start": 996.67, "end": 997.19, "word": " أستغل", "probability": 0.9134521484375}, {"start": 997.19, "end": 997.83, "word": " الموارد", "probability": 0.976806640625}, {"start": 997.83, "end": 998.27, "word": " هذه", "probability": 0.787109375}, {"start": 998.27, "end": 999.11, "word": " لازم", "probability": 0.9694010416666666}, {"start": 999.11, "end": 999.51, "word": " أطبق", "probability": 0.89111328125}, {"start": 999.51, "end": 1000.01, "word": " وظائف", "probability": 0.8790283203125}, {"start": 1000.01, "end": 1000.35, "word": " إيش", "probability": 0.7220865885416666}, {"start": 1000.35, "end": 1001.31, "word": " الإدارة", "probability": 0.891845703125}, {"start": 1001.31, "end": 1001.89, "word": " لما", "probability": 0.8193359375}, {"start": 1001.89, "end": 1002.33, "word": " نطبق", "probability": 0.910400390625}, {"start": 1002.33, "end": 1002.71, "word": " وظائف", "probability": 0.990966796875}, {"start": 1002.71, "end": 1002.97, "word": " الإدارة", "probability": 0.875244140625}, {"start": 1002.97, "end": 1003.47, "word": " هنوصل", "probability": 0.857421875}, {"start": 1003.47, "end": 1004.87, "word": " لمين؟", "probability": 0.7142740885416666}, {"start": 1004.87, "end": 1005.71, "word": " لهدف", "probability": 0.8746744791666666}, {"start": 1005.71, "end": 1006.93, "word": " المؤسسة", "probability": 0.9966796875}, {"start": 1006.93, "end": 1007.11, "word": " أو", "probability": 0.8916015625}, {"start": 1007.11, "end": 1007.49, "word": " الهدف", "probability": 0.86297607421875}, {"start": 1007.49, "end": 1007.87, "word": " تبعي", "probability": 0.87548828125}, {"start": 1007.87, "end": 1007.99, "word": " اللي", "probability": 0.904541015625}, {"start": 1007.99, "end": 1008.11, "word": " هو", "probability": 0.99658203125}, {"start": 1008.11, "end": 1008.73, "word": " الـobjective", "probability": 0.6805419921875}, {"start": 1008.73, "end": 1009.79, "word": " إذا", "probability": 0.94970703125}, {"start": 1009.79, "end": 1010.09, "word": " إذا", "probability": 0.828857421875}, {"start": 1010.09, "end": 1010.37, "word": " أنت", "probability": 0.649658203125}, {"start": 1010.37, "end": 1010.91, "word": " كطالبة", "probability": 0.83343505859375}, {"start": 1010.91, "end": 1011.59, "word": " استغلتي", "probability": 0.8797607421875}, {"start": 1011.59, "end": 1012.01, "word": " وقتك", "probability": 0.9889322916666666}, {"start": 1012.01, "end": 1012.47, "word": " منيح", "probability": 0.8489583333333334}, {"start": 1012.47, "end": 1013.15, "word": " و", "probability": 0.7099609375}, {"start": 1013.15, "end": 1013.61, "word": " استغلتي", "probability": 0.8612060546875}, {"start": 1013.61, "end": 1013.91, "word": " عقلك", "probability": 0.970703125}, {"start": 1013.91, "end": 1014.47, "word": " كويس", "probability": 0.9757486979166666}, {"start": 1014.47, "end": 1015.23, "word": " ورتبتي", "probability": 0.849609375}, {"start": 1015.23, "end": 1015.85, "word": " أمورك", "probability": 0.99169921875}, {"start": 1015.85, "end": 1016.59, "word": " خطبتي", "probability": 0.7342529296875}, {"start": 1016.59, "end": 1017.17, "word": " ونظمتي", "probability": 0.905078125}, {"start": 1017.17, "end": 1018.27, "word": " و", "probability": 0.8984375}, {"start": 1018.27, "end": 1018.43, "word": " 100", "probability": 0.29638671875}, {"start": 1018.43, "end": 1018.83, "word": "%", "probability": 0.9453125}, {"start": 1018.83, "end": 1019.55, "word": " هتوصل", "probability": 0.9658203125}, {"start": 1019.55, "end": 1020.03, "word": " للهدف", "probability": 0.890380859375}, {"start": 1020.03, "end": 1020.81, "word": " إيش؟", "probability": 0.789306640625}, {"start": 1020.81, "end": 1020.95, "word": " إيه", "probability": 0.908203125}, {"start": 1020.95, "end": 1021.97, "word": " بتاعك؟", "probability": 0.9305419921875}, {"start": 1021.97, "end": 1022.27, "word": " فإن", "probability": 0.7405598958333334}, {"start": 1022.27, "end": 1022.49, "word": " هنا", "probability": 0.93408203125}, {"start": 1022.49, "end": 1022.85, "word": " السؤال", "probability": 0.9903971354166666}, {"start": 1022.85, "end": 1023.23, "word": " بطرح", "probability": 0.715301513671875}, {"start": 1023.23, "end": 1023.61, "word": " نفسه", "probability": 0.99755859375}, {"start": 1023.61, "end": 1023.75, "word": " ما", "probability": 0.78955078125}, {"start": 1023.75, "end": 1023.91, "word": " هو", "probability": 0.8212890625}, {"start": 1023.91, "end": 1024.53, "word": " الهدف؟", "probability": 0.98583984375}], "temperature": 1.0}, {"id": 40, "seek": 105623, "start": 1027.57, "end": 1056.23, "text": "ما هو الهدف هذا الترحيلة؟ إيش الهدف؟ نعطيكوا دقيقة للتفكير؟ ممكن يكون إنجاز معين سواء مادة أو معنى، وإن الإنسان يضع على قطوات معينة عشان يحصل", "tokens": [15042, 31439, 2423, 3224, 3215, 5172, 23758, 16712, 2288, 5016, 26895, 3660, 22807, 11933, 1829, 8592, 2423, 3224, 3215, 5172, 22807, 8717, 3615, 9566, 1829, 4117, 14407, 11778, 38436, 28671, 24976, 2655, 5172, 4117, 13546, 22807, 3714, 43020, 7251, 30544, 36145, 7435, 31377, 20449, 9957, 8608, 2407, 16606, 3714, 18513, 3660, 34051, 20449, 1863, 7578, 12399, 4032, 28814, 1863, 33688, 1863, 3794, 7649, 7251, 11242, 3615, 15844, 12174, 9566, 2407, 9307, 20449, 9957, 3660, 6225, 8592, 7649, 7251, 5016, 36520], "avg_logprob": -0.2677469194671254, "compression_ratio": 1.6265822784810127, "no_speech_prob": 0.0, "words": [{"start": 1027.57, "end": 1027.85, "word": "ما", "probability": 0.9501953125}, {"start": 1027.85, "end": 1028.07, "word": " هو", "probability": 0.99267578125}, {"start": 1028.07, "end": 1028.55, "word": " الهدف", "probability": 0.9857177734375}, {"start": 1028.55, "end": 1029.21, "word": " هذا", "probability": 0.5634765625}, {"start": 1029.21, "end": 1032.37, "word": " الترحيلة؟", "probability": 0.7058512369791666}, {"start": 1032.37, "end": 1039.25, "word": " إيش", "probability": 0.7900390625}, {"start": 1039.25, "end": 1040.81, "word": " الهدف؟", "probability": 0.9923828125}, {"start": 1040.81, "end": 1041.61, "word": " نعطيكوا", "probability": 0.80810546875}, {"start": 1041.61, "end": 1041.89, "word": " دقيقة", "probability": 0.9925130208333334}, {"start": 1041.89, "end": 1047.71, "word": " للتفكير؟", "probability": 0.9082845052083334}, {"start": 1047.71, "end": 1050.71, "word": " ممكن", "probability": 0.514312744140625}, {"start": 1050.71, "end": 1051.07, "word": " يكون", "probability": 0.953125}, {"start": 1051.07, "end": 1051.51, "word": " إنجاز", "probability": 0.8834635416666666}, {"start": 1051.51, "end": 1051.81, "word": " معين", "probability": 0.990966796875}, {"start": 1051.81, "end": 1052.05, "word": " سواء", "probability": 0.9305013020833334}, {"start": 1052.05, "end": 1052.43, "word": " مادة", "probability": 0.8167317708333334}, {"start": 1052.43, "end": 1052.63, "word": " أو", "probability": 0.986328125}, {"start": 1052.63, "end": 1053.13, "word": " معنى،", "probability": 0.83203125}, {"start": 1053.13, "end": 1053.57, "word": " وإن", "probability": 0.8092447916666666}, {"start": 1053.57, "end": 1054.07, "word": " الإنسان", "probability": 0.899658203125}, {"start": 1054.07, "end": 1054.71, "word": " يضع", "probability": 0.8058268229166666}, {"start": 1054.71, "end": 1054.87, "word": " على", "probability": 0.08514404296875}, {"start": 1054.87, "end": 1055.21, "word": " قطوات", "probability": 0.69305419921875}, {"start": 1055.21, "end": 1055.59, "word": " معينة", "probability": 0.9952799479166666}, {"start": 1055.59, "end": 1055.87, "word": " عشان", "probability": 0.8426106770833334}, {"start": 1055.87, "end": 1056.23, "word": " يحصل", "probability": 0.5904134114583334}], "temperature": 1.0}, {"id": 41, "seek": 107904, "start": 1056.88, "end": 1079.04, "text": "يعني في حالة نجاحك في المصاق ان شاء الله هتكون ينجزتي؟ ‏- بالنسبالي هذا ‏- Okay ‏- هي الوصول للنتجة اللي قد تم تخطيطها ‏- ممتاز، ممتاز، لخط سميرة ‏- من أي شيء يعني، خضع خطة و ..", "tokens": [40228, 22653, 8978, 11331, 6027, 3660, 8717, 7435, 39319, 4117, 8978, 9673, 9381, 995, 4587, 16472, 13412, 16606, 21984, 8032, 2655, 30544, 7251, 1863, 7435, 11622, 31371, 22807, 1059, 237, 12, 20666, 1863, 35457, 6027, 1829, 23758, 1059, 237, 12, 1033, 1059, 237, 12, 39896, 2423, 2407, 9381, 12610, 24976, 29399, 7435, 3660, 13672, 1829, 12174, 3215, 46811, 6055, 9778, 9566, 1829, 9566, 11296, 1059, 237, 12, 3714, 2304, 2655, 31377, 12399, 3714, 2304, 2655, 31377, 12399, 5296, 9778, 9566, 8608, 2304, 48923, 1059, 237, 12, 9154, 36632, 44049, 38207, 37495, 22653, 12399, 16490, 11242, 3615, 16490, 9566, 3660, 4032, 4386], "avg_logprob": -0.322916655271661, "compression_ratio": 1.61139896373057, "no_speech_prob": 4.351139068603516e-06, "words": [{"start": 1056.88, "end": 1057.26, "word": "يعني", "probability": 0.925048828125}, {"start": 1057.26, "end": 1057.52, "word": " في", "probability": 0.82421875}, {"start": 1057.52, "end": 1057.92, "word": " حالة", "probability": 0.9978841145833334}, {"start": 1057.92, "end": 1058.52, "word": " نجاحك", "probability": 0.9952392578125}, {"start": 1058.52, "end": 1058.72, "word": " في", "probability": 0.9736328125}, {"start": 1058.72, "end": 1059.3, "word": " المصاق", "probability": 0.67413330078125}, {"start": 1059.3, "end": 1059.44, "word": " ان", "probability": 0.424072265625}, {"start": 1059.44, "end": 1059.58, "word": " شاء", "probability": 0.971923828125}, {"start": 1059.58, "end": 1059.62, "word": " الله", "probability": 0.95654296875}, {"start": 1059.62, "end": 1059.9, "word": " هتكون", "probability": 0.8697916666666666}, {"start": 1059.9, "end": 1061.38, "word": " ينجزتي؟", "probability": 0.6498616536458334}, {"start": 1061.38, "end": 1061.48, "word": " ‏", "probability": 0.515899658203125}, {"start": 1061.48, "end": 1061.48, "word": "-", "probability": 0.86279296875}, {"start": 1061.48, "end": 1062.14, "word": " بالنسبالي", "probability": 0.8345703125}, {"start": 1062.14, "end": 1062.3, "word": " هذا", "probability": 0.166259765625}, {"start": 1062.3, "end": 1062.72, "word": " ‏", "probability": 0.81396484375}, {"start": 1062.72, "end": 1062.74, "word": "-", "probability": 0.974609375}, {"start": 1062.74, "end": 1063.02, "word": " Okay", "probability": 0.45751953125}, {"start": 1063.02, "end": 1063.38, "word": " ‏", "probability": 0.929443359375}, {"start": 1063.38, "end": 1063.38, "word": "-", "probability": 0.96142578125}, {"start": 1063.38, "end": 1064.06, "word": " هي", "probability": 0.8408203125}, {"start": 1064.06, "end": 1064.38, "word": " الوصول", "probability": 0.519317626953125}, {"start": 1064.38, "end": 1064.9, "word": " للنتجة", "probability": 0.7657470703125}, {"start": 1064.9, "end": 1065.0, "word": " اللي", "probability": 0.8291015625}, {"start": 1065.0, "end": 1065.16, "word": " قد", "probability": 0.5943603515625}, {"start": 1065.16, "end": 1065.5, "word": " تم", "probability": 0.97265625}, {"start": 1065.5, "end": 1067.62, "word": " تخطيطها", "probability": 0.8184000651041666}, {"start": 1067.62, "end": 1067.82, "word": " ‏", "probability": 0.807861328125}, {"start": 1067.82, "end": 1069.16, "word": "-", "probability": 0.6005859375}, {"start": 1069.16, "end": 1070.62, "word": " ممتاز،", "probability": 0.9234375}, {"start": 1070.62, "end": 1072.26, "word": " ممتاز،", "probability": 0.90888671875}, {"start": 1072.26, "end": 1072.52, "word": " لخط", "probability": 0.8152669270833334}, {"start": 1072.52, "end": 1072.9, "word": " سميرة", "probability": 0.681640625}, {"start": 1072.9, "end": 1074.02, "word": " ‏", "probability": 0.879638671875}, {"start": 1074.02, "end": 1074.02, "word": "-", "probability": 0.96240234375}, {"start": 1074.02, "end": 1074.2, "word": " من", "probability": 0.157958984375}, {"start": 1074.2, "end": 1075.84, "word": " أي", "probability": 0.86962890625}, {"start": 1075.84, "end": 1077.04, "word": " شيء", "probability": 0.798828125}, {"start": 1077.04, "end": 1078.0, "word": " يعني،", "probability": 0.7659505208333334}, {"start": 1078.0, "end": 1078.26, "word": " خضع", "probability": 0.5537109375}, {"start": 1078.26, "end": 1078.66, "word": " خطة", "probability": 0.9879557291666666}, {"start": 1078.66, "end": 1078.84, "word": " و", "probability": 0.79296875}, {"start": 1078.84, "end": 1079.04, "word": " ..", "probability": 0.489013671875}], "temperature": 1.0}, {"id": 42, "seek": 111133, "start": 1084.01, "end": 1111.33, "text": "ممتاز إذا الأمر اللي نسبق إليه ما هي الهدف أو ما هو الهدف اللي هو ال objective هو النتيجة النهائية التي نسعى أو نسبق إليها عند تحققه يصبح وسيلة هدفنا الآن أنك تنجحي في المساق وبدرجات عالية", "tokens": [2304, 2304, 2655, 31377, 11933, 15730, 16247, 29973, 13672, 1829, 8717, 35457, 4587, 11933, 20292, 3224, 19446, 39896, 2423, 3224, 3215, 5172, 34051, 19446, 31439, 2423, 3224, 3215, 5172, 13672, 1829, 31439, 2423, 10024, 31439, 28239, 31371, 7435, 3660, 28239, 3224, 16373, 10632, 38392, 8717, 3794, 3615, 7578, 34051, 8717, 35457, 4587, 11933, 20292, 11296, 43242, 6055, 5016, 4587, 4587, 3224, 7251, 9381, 49628, 46952, 26895, 3660, 8032, 3215, 5172, 8315, 6024, 48506, 14739, 4117, 6055, 1863, 7435, 5016, 1829, 8978, 9673, 3794, 995, 4587, 46599, 3215, 47341, 9307, 6225, 6027, 10632], "avg_logprob": -0.14726142601300313, "compression_ratio": 1.7891891891891891, "no_speech_prob": 0.0, "words": [{"start": 1084.01, "end": 1084.65, "word": "ممتاز", "probability": 0.9615478515625}, {"start": 1084.65, "end": 1084.95, "word": " إذا", "probability": 0.50433349609375}, {"start": 1084.95, "end": 1085.25, "word": " الأمر", "probability": 0.952392578125}, {"start": 1085.25, "end": 1085.43, "word": " اللي", "probability": 0.68994140625}, {"start": 1085.43, "end": 1085.91, "word": " نسبق", "probability": 0.6639811197916666}, {"start": 1085.91, "end": 1086.17, "word": " إليه", "probability": 0.83056640625}, {"start": 1086.17, "end": 1086.37, "word": " ما", "probability": 0.7431640625}, {"start": 1086.37, "end": 1086.51, "word": " هي", "probability": 0.52099609375}, {"start": 1086.51, "end": 1086.95, "word": " الهدف", "probability": 0.9886474609375}, {"start": 1086.95, "end": 1087.11, "word": " أو", "probability": 0.7705078125}, {"start": 1087.11, "end": 1087.23, "word": " ما", "probability": 0.9052734375}, {"start": 1087.23, "end": 1087.39, "word": " هو", "probability": 0.94384765625}, {"start": 1087.39, "end": 1087.67, "word": " الهدف", "probability": 0.9888916015625}, {"start": 1087.67, "end": 1087.79, "word": " اللي", "probability": 0.7161865234375}, {"start": 1087.79, "end": 1087.87, "word": " هو", "probability": 0.986328125}, {"start": 1087.87, "end": 1087.95, "word": " ال", "probability": 0.9853515625}, {"start": 1087.95, "end": 1088.25, "word": " objective", "probability": 0.51220703125}, {"start": 1088.25, "end": 1089.53, "word": " هو", "probability": 0.94970703125}, {"start": 1089.53, "end": 1091.23, "word": " النتيجة", "probability": 0.9598388671875}, {"start": 1091.23, "end": 1093.45, "word": " النهائية", "probability": 0.98828125}, {"start": 1093.45, "end": 1095.07, "word": " التي", "probability": 0.8330078125}, {"start": 1095.07, "end": 1095.75, "word": " نسعى", "probability": 0.9930419921875}, {"start": 1095.75, "end": 1095.97, "word": " أو", "probability": 0.94287109375}, {"start": 1095.97, "end": 1096.43, "word": " نسبق", "probability": 0.9913736979166666}, {"start": 1096.43, "end": 1097.31, "word": " إليها", "probability": 0.97802734375}, {"start": 1097.31, "end": 1101.03, "word": " عند", "probability": 0.96484375}, {"start": 1101.03, "end": 1103.15, "word": " تحققه", "probability": 0.97265625}, {"start": 1103.15, "end": 1104.79, "word": " يصبح", "probability": 0.9855143229166666}, {"start": 1104.79, "end": 1106.41, "word": " وسيلة", "probability": 0.97021484375}, {"start": 1106.41, "end": 1108.65, "word": " هدفنا", "probability": 0.993408203125}, {"start": 1108.65, "end": 1108.95, "word": " الآن", "probability": 0.7032470703125}, {"start": 1108.95, "end": 1109.13, "word": " أنك", "probability": 0.683349609375}, {"start": 1109.13, "end": 1109.45, "word": " تنجحي", "probability": 0.881103515625}, {"start": 1109.45, "end": 1109.53, "word": " في", "probability": 0.97607421875}, {"start": 1109.53, "end": 1110.09, "word": " المساق", "probability": 0.83154296875}, {"start": 1110.09, "end": 1110.93, "word": " وبدرجات", "probability": 0.81884765625}, {"start": 1110.93, "end": 1111.33, "word": " عالية", "probability": 0.9954427083333334}], "temperature": 1.0}, {"id": 43, "seek": 113615, "start": 1112.33, "end": 1136.15, "text": "مجرد ان انجحتي صار هدفك وسيلة وسيلة استجلي مواد في ال master و هكذا إذا هدف الشركة ربح مجرد أن تربح ستبدأ تفكر في تعظيم الأرباح إذا الهدف النتيجة اللي أنا بتطلع إليها و بحاول أصل إليها إذا مرة تانية الإدارة عندنا موارد", "tokens": [2304, 7435, 2288, 3215, 16472, 16472, 7435, 5016, 31371, 20328, 9640, 8032, 3215, 5172, 4117, 46952, 26895, 3660, 46952, 26895, 3660, 44713, 7435, 20292, 3714, 14407, 3215, 8978, 2423, 4505, 4032, 8032, 4117, 15730, 11933, 15730, 8032, 3215, 5172, 25124, 31747, 3660, 12602, 49628, 3714, 7435, 2288, 3215, 14739, 6055, 25513, 5016, 8608, 2655, 44510, 10721, 6055, 5172, 37983, 8978, 37279, 19913, 32640, 16247, 25513, 39319, 11933, 15730, 2423, 3224, 3215, 5172, 28239, 31371, 7435, 3660, 13672, 1829, 41850, 39894, 9566, 1211, 3615, 11933, 20292, 11296, 4032, 4724, 5016, 995, 12610, 5551, 36520, 11933, 20292, 11296, 11933, 15730, 3714, 25720, 6055, 7649, 10632, 33688, 3215, 9640, 3660, 43242, 8315, 3714, 2407, 9640, 3215], "avg_logprob": -0.20326206035781325, "compression_ratio": 1.8476190476190477, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1112.33, "end": 1112.93, "word": "مجرد", "probability": 0.9066162109375}, {"start": 1112.93, "end": 1113.09, "word": " ان", "probability": 0.343505859375}, {"start": 1113.09, "end": 1113.61, "word": " انجحتي", "probability": 0.72064208984375}, {"start": 1113.61, "end": 1114.39, "word": " صار", "probability": 0.6497802734375}, {"start": 1114.39, "end": 1114.75, "word": " هدفك", "probability": 0.9337158203125}, {"start": 1114.75, "end": 1115.29, "word": " وسيلة", "probability": 0.97607421875}, {"start": 1115.29, "end": 1117.15, "word": " وسيلة", "probability": 0.9482421875}, {"start": 1117.15, "end": 1117.49, "word": " استجلي", "probability": 0.5526529947916666}, {"start": 1117.49, "end": 1117.77, "word": " مواد", "probability": 0.9171549479166666}, {"start": 1117.77, "end": 1117.91, "word": " في", "probability": 0.90087890625}, {"start": 1117.91, "end": 1117.95, "word": " ال", "probability": 0.74169921875}, {"start": 1117.95, "end": 1118.29, "word": " master", "probability": 0.79248046875}, {"start": 1118.29, "end": 1118.93, "word": " و", "probability": 0.60986328125}, {"start": 1118.93, "end": 1119.47, "word": " هكذا", "probability": 0.8707682291666666}, {"start": 1119.47, "end": 1120.39, "word": " إذا", "probability": 0.5462646484375}, {"start": 1120.39, "end": 1120.69, "word": " هدف", "probability": 0.9471028645833334}, {"start": 1120.69, "end": 1121.09, "word": " الشركة", "probability": 0.99072265625}, {"start": 1121.09, "end": 1121.43, "word": " ربح", "probability": 0.926025390625}, {"start": 1121.43, "end": 1123.55, "word": " مجرد", "probability": 0.953857421875}, {"start": 1123.55, "end": 1123.67, "word": " أن", "probability": 0.3525390625}, {"start": 1123.67, "end": 1123.95, "word": " تربح", "probability": 0.775390625}, {"start": 1123.95, "end": 1124.31, "word": " ستبدأ", "probability": 0.7161865234375}, {"start": 1124.31, "end": 1124.71, "word": " تفكر", "probability": 0.8665364583333334}, {"start": 1124.71, "end": 1124.83, "word": " في", "probability": 0.892578125}, {"start": 1124.83, "end": 1125.21, "word": " تعظيم", "probability": 0.9845377604166666}, {"start": 1125.21, "end": 1125.71, "word": " الأرباح", "probability": 0.91748046875}, {"start": 1125.71, "end": 1127.43, "word": " إذا", "probability": 0.874267578125}, {"start": 1127.43, "end": 1128.13, "word": " الهدف", "probability": 0.9755859375}, {"start": 1128.13, "end": 1129.33, "word": " النتيجة", "probability": 0.830322265625}, {"start": 1129.33, "end": 1129.43, "word": " اللي", "probability": 0.719970703125}, {"start": 1129.43, "end": 1129.51, "word": " أنا", "probability": 0.53173828125}, {"start": 1129.51, "end": 1129.99, "word": " بتطلع", "probability": 0.82037353515625}, {"start": 1129.99, "end": 1130.19, "word": " إليها", "probability": 0.7522786458333334}, {"start": 1130.19, "end": 1130.29, "word": " و", "probability": 0.63134765625}, {"start": 1130.29, "end": 1130.73, "word": " بحاول", "probability": 0.9359130859375}, {"start": 1130.73, "end": 1131.21, "word": " أصل", "probability": 0.908203125}, {"start": 1131.21, "end": 1133.23, "word": " إليها", "probability": 0.9689127604166666}, {"start": 1133.23, "end": 1133.85, "word": " إذا", "probability": 0.87109375}, {"start": 1133.85, "end": 1134.09, "word": " مرة", "probability": 0.95263671875}, {"start": 1134.09, "end": 1134.43, "word": " تانية", "probability": 0.9117838541666666}, {"start": 1134.43, "end": 1134.93, "word": " الإدارة", "probability": 0.979248046875}, {"start": 1134.93, "end": 1135.45, "word": " عندنا", "probability": 0.692626953125}, {"start": 1135.45, "end": 1136.15, "word": " موارد", "probability": 0.933349609375}], "temperature": 1.0}, {"id": 44, "seek": 116183, "start": 1136.97, "end": 1161.83, "text": "كيف هنستخدمها بشكل جيد عن طريق وظائف الإدارة لحتى نوصل لإيش لأهداف المؤسسة لحتى نوصل لأهداف المؤسسة ده مرة تانية ما هي الموارد الـ 6Ms مين سمعناها قبل كده نسميها موارد أو عناصر الإنتاج نفس الشغل مين سمع عن عناصر الإنتاج قبل هيك الأخوة الساحرة تفضلي عناصر الإنتاج", "tokens": [4117, 33911, 8032, 1863, 14851, 9778, 40448, 11296, 4724, 8592, 28820, 10874, 25708, 18871, 23032, 16572, 4587, 4032, 19913, 16373, 5172, 33688, 3215, 9640, 3660, 5296, 33753, 7578, 8717, 2407, 36520, 5296, 28814, 1829, 8592, 5296, 10721, 3224, 28259, 5172, 9673, 33604, 3794, 3794, 3660, 5296, 33753, 7578, 8717, 2407, 36520, 5296, 10721, 3224, 28259, 5172, 9673, 33604, 3794, 3794, 3660, 11778, 3224, 3714, 25720, 6055, 7649, 10632, 19446, 39896, 9673, 2407, 9640, 3215, 2423, 39184, 1386, 26386, 3714, 9957, 8608, 2304, 3615, 8315, 11296, 12174, 36150, 9122, 3215, 3224, 8717, 38251, 1829, 11296, 3714, 2407, 9640, 3215, 34051, 18871, 33546, 2288, 33688, 29399, 26108, 8717, 36178, 25124, 17082, 1211, 3714, 9957, 8608, 2304, 3615, 18871, 18871, 33546, 2288, 33688, 29399, 26108, 12174, 36150, 39896, 4117, 16247, 9778, 2407, 3660, 21136, 39319, 25720, 6055, 5172, 11242, 20292, 18871, 33546, 2288, 33688, 29399, 26108], "avg_logprob": -0.13595919807751974, "compression_ratio": 2.184331797235023, "no_speech_prob": 7.152557373046875e-07, "words": [{"start": 1136.97, "end": 1137.33, "word": "كيف", "probability": 0.9638671875}, {"start": 1137.33, "end": 1138.21, "word": " هنستخدمها", "probability": 0.9493001302083334}, {"start": 1138.21, "end": 1138.67, "word": " بشكل", "probability": 0.8585611979166666}, {"start": 1138.67, "end": 1139.21, "word": " جيد", "probability": 0.988037109375}, {"start": 1139.21, "end": 1139.67, "word": " عن", "probability": 0.8662109375}, {"start": 1139.67, "end": 1140.09, "word": " طريق", "probability": 0.9944661458333334}, {"start": 1140.09, "end": 1140.61, "word": " وظائف", "probability": 0.8795166015625}, {"start": 1140.61, "end": 1141.31, "word": " الإدارة", "probability": 0.989501953125}, {"start": 1141.31, "end": 1142.13, "word": " لحتى", "probability": 0.8338216145833334}, {"start": 1142.13, "end": 1142.51, "word": " نوصل", "probability": 0.8971354166666666}, {"start": 1142.51, "end": 1142.91, "word": " لإيش", "probability": 0.72479248046875}, {"start": 1142.91, "end": 1143.63, "word": " لأهداف", "probability": 0.86416015625}, {"start": 1143.63, "end": 1144.85, "word": " المؤسسة", "probability": 0.99697265625}, {"start": 1144.85, "end": 1145.51, "word": " لحتى", "probability": 0.9241536458333334}, {"start": 1145.51, "end": 1145.77, "word": " نوصل", "probability": 0.9903971354166666}, {"start": 1145.77, "end": 1146.39, "word": " لأهداف", "probability": 0.98447265625}, {"start": 1146.39, "end": 1147.73, "word": " المؤسسة", "probability": 0.9986328125}, {"start": 1147.73, "end": 1148.35, "word": " ده", "probability": 0.918212890625}, {"start": 1148.35, "end": 1148.51, "word": " مرة", "probability": 0.95166015625}, {"start": 1148.51, "end": 1148.87, "word": " تانية", "probability": 0.9879557291666666}, {"start": 1148.87, "end": 1149.01, "word": " ما", "probability": 0.68896484375}, {"start": 1149.01, "end": 1149.21, "word": " هي", "probability": 0.802734375}, {"start": 1149.21, "end": 1149.77, "word": " الموارد", "probability": 0.767333984375}, {"start": 1149.77, "end": 1149.91, "word": " الـ", "probability": 0.848388671875}, {"start": 1149.91, "end": 1150.41, "word": " 6Ms", "probability": 0.650146484375}, {"start": 1150.41, "end": 1150.65, "word": " مين", "probability": 0.74853515625}, {"start": 1150.65, "end": 1151.09, "word": " سمعناها", "probability": 0.81494140625}, {"start": 1151.09, "end": 1151.23, "word": " قبل", "probability": 0.806396484375}, {"start": 1151.23, "end": 1151.53, "word": " كده", "probability": 0.9767252604166666}, {"start": 1151.53, "end": 1152.11, "word": " نسميها", "probability": 0.788055419921875}, {"start": 1152.11, "end": 1152.47, "word": " موارد", "probability": 0.85400390625}, {"start": 1152.47, "end": 1152.59, "word": " أو", "probability": 0.9443359375}, {"start": 1152.59, "end": 1152.93, "word": " عناصر", "probability": 0.9749348958333334}, {"start": 1152.93, "end": 1153.29, "word": " الإنتاج", "probability": 0.87451171875}, {"start": 1153.29, "end": 1153.53, "word": " نفس", "probability": 0.955322265625}, {"start": 1153.53, "end": 1153.91, "word": " الشغل", "probability": 0.9482421875}, {"start": 1153.91, "end": 1155.73, "word": " مين", "probability": 0.931884765625}, {"start": 1155.73, "end": 1156.11, "word": " سمع", "probability": 0.99462890625}, {"start": 1156.11, "end": 1156.25, "word": " عن", "probability": 0.99853515625}, {"start": 1156.25, "end": 1156.63, "word": " عناصر", "probability": 0.98876953125}, {"start": 1156.63, "end": 1156.99, "word": " الإنتاج", "probability": 0.9837239583333334}, {"start": 1156.99, "end": 1157.23, "word": " قبل", "probability": 0.9951171875}, {"start": 1157.23, "end": 1157.63, "word": " هيك", "probability": 0.776123046875}, {"start": 1157.63, "end": 1158.37, "word": " الأخوة", "probability": 0.6348876953125}, {"start": 1158.37, "end": 1158.71, "word": " الساحرة", "probability": 0.8308919270833334}, {"start": 1158.71, "end": 1159.29, "word": " تفضلي", "probability": 0.919189453125}, {"start": 1159.29, "end": 1161.19, "word": " عناصر", "probability": 0.93994140625}, {"start": 1161.19, "end": 1161.83, "word": " الإنتاج", "probability": 0.9889322916666666}], "temperature": 1.0}, {"id": 45, "seek": 118467, "start": 1171.09, "end": 1184.67, "text": "الإنسان أول واحد المادة المواد الخامس الـ machine و الإدارة ممتاز في كمان غيرهم اللي هم بس والسوق طبعا", "tokens": [6027, 28814, 1863, 3794, 7649, 5551, 12610, 36764, 24401, 9673, 18513, 3660, 9673, 14407, 3215, 33962, 10943, 3794, 2423, 39184, 3479, 4032, 33688, 3215, 9640, 3660, 3714, 2304, 2655, 31377, 8978, 9122, 2304, 7649, 32771, 13546, 16095, 13672, 1829, 8032, 2304, 4724, 3794, 16070, 3794, 30543, 23032, 3555, 3615, 995], "avg_logprob": -0.30254289215686275, "compression_ratio": 1.3875968992248062, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 1171.09, "end": 1172.01, "word": "الإنسان", "probability": 0.76005859375}, {"start": 1172.01, "end": 1172.35, "word": " أول", "probability": 0.794921875}, {"start": 1172.35, "end": 1172.81, "word": " واحد", "probability": 0.994873046875}, {"start": 1172.81, "end": 1174.47, "word": " المادة", "probability": 0.7444661458333334}, {"start": 1174.47, "end": 1176.99, "word": " المواد", "probability": 0.489501953125}, {"start": 1176.99, "end": 1177.81, "word": " الخامس", "probability": 0.8976236979166666}, {"start": 1177.81, "end": 1178.07, "word": " الـ", "probability": 0.27215576171875}, {"start": 1178.07, "end": 1180.27, "word": " machine", "probability": 0.70751953125}, {"start": 1180.27, "end": 1180.83, "word": " و", "probability": 0.56884765625}, {"start": 1180.83, "end": 1181.49, "word": " الإدارة", "probability": 0.84375}, {"start": 1181.49, "end": 1182.15, "word": " ممتاز", "probability": 0.9307861328125}, {"start": 1182.15, "end": 1182.63, "word": " في", "probability": 0.52587890625}, {"start": 1182.63, "end": 1182.95, "word": " كمان", "probability": 0.8790690104166666}, {"start": 1182.95, "end": 1183.29, "word": " غيرهم", "probability": 0.97705078125}, {"start": 1183.29, "end": 1183.43, "word": " اللي", "probability": 0.947265625}, {"start": 1183.43, "end": 1183.59, "word": " هم", "probability": 0.791748046875}, {"start": 1183.59, "end": 1183.83, "word": " بس", "probability": 0.86181640625}, {"start": 1183.83, "end": 1184.29, "word": " والسوق", "probability": 0.7406412760416666}, {"start": 1184.29, "end": 1184.67, "word": " طبعا", "probability": 0.9869384765625}], "temperature": 1.0}, {"id": 46, "seek": 120790, "start": 1186.92, "end": 1207.9, "text": "ممتاز هدولة إيش هدولة عناصر الإنتاج فيه نعد التعريفات للإدارة هنستعرضهم مع بعض وبعدين بناخد واحد بنقول هو هذا اللي بدنايا نشوف مع بعض إيش كاتبلنا تفضلي أخد سامية تقرا إيه لنا هي مجموعة العمليات المرتبطة بالتحقيق مصممين من القيادة ومصابة التي تهدف لتحقيق", "tokens": [2304, 2304, 2655, 31377, 8032, 3215, 12610, 3660, 11933, 1829, 8592, 8032, 3215, 12610, 3660, 18871, 33546, 2288, 33688, 29399, 26108, 8978, 3224, 8717, 22488, 16712, 3615, 16572, 5172, 9307, 24976, 28814, 3215, 9640, 3660, 8032, 1863, 14851, 3615, 43042, 16095, 20449, 45030, 11242, 46599, 22488, 9957, 44945, 47283, 3215, 36764, 24401, 44945, 39648, 31439, 23758, 13672, 1829, 47525, 8315, 25528, 8717, 8592, 38688, 20449, 45030, 11242, 11933, 1829, 8592, 9122, 9307, 36150, 8315, 6055, 5172, 11242, 20292, 5551, 9778, 3215, 8608, 10943, 10632, 6055, 4587, 23557, 11933, 1829, 3224, 5296, 8315, 39896, 3714, 7435, 2304, 2407, 27884, 18863, 2304, 20292, 9307, 9673, 43500, 3555, 9566, 3660, 20666, 2655, 5016, 38436, 4587, 3714, 9381, 2304, 2304, 9957, 9154, 25062, 1829, 18513, 3660, 4032, 2304, 9381, 16758, 3660, 38392, 6055, 3224, 3215, 5172, 5296, 2655, 5016, 38436, 4587], "avg_logprob": -0.2454710166523422, "compression_ratio": 1.9211618257261411, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1186.92, "end": 1187.48, "word": "ممتاز", "probability": 0.8692626953125}, {"start": 1187.48, "end": 1187.88, "word": " هدولة", "probability": 0.65814208984375}, {"start": 1187.88, "end": 1188.04, "word": " إيش", "probability": 0.8185221354166666}, {"start": 1188.04, "end": 1188.6, "word": " هدولة", "probability": 0.9073486328125}, {"start": 1188.6, "end": 1189.42, "word": " عناصر", "probability": 0.88427734375}, {"start": 1189.42, "end": 1189.88, "word": " الإنتاج", "probability": 0.8414713541666666}, {"start": 1189.88, "end": 1190.72, "word": " فيه", "probability": 0.54541015625}, {"start": 1190.72, "end": 1191.0, "word": " نعد", "probability": 0.826171875}, {"start": 1191.0, "end": 1191.58, "word": " التعريفات", "probability": 0.87060546875}, {"start": 1191.58, "end": 1191.98, "word": " للإدارة", "probability": 0.97880859375}, {"start": 1191.98, "end": 1192.68, "word": " هنستعرضهم", "probability": 0.8429361979166666}, {"start": 1192.68, "end": 1192.84, "word": " مع", "probability": 0.98486328125}, {"start": 1192.84, "end": 1193.16, "word": " بعض", "probability": 0.990966796875}, {"start": 1193.16, "end": 1193.44, "word": " وبعدين", "probability": 0.7864583333333334}, {"start": 1193.44, "end": 1193.82, "word": " بناخد", "probability": 0.8885091145833334}, {"start": 1193.82, "end": 1194.12, "word": " واحد", "probability": 0.98974609375}, {"start": 1194.12, "end": 1194.42, "word": " بنقول", "probability": 0.93408203125}, {"start": 1194.42, "end": 1194.64, "word": " هو", "probability": 0.98876953125}, {"start": 1194.64, "end": 1194.88, "word": " هذا", "probability": 0.9052734375}, {"start": 1194.88, "end": 1195.0, "word": " اللي", "probability": 0.966064453125}, {"start": 1195.0, "end": 1195.5, "word": " بدنايا", "probability": 0.8203125}, {"start": 1195.5, "end": 1196.32, "word": " نشوف", "probability": 0.8037109375}, {"start": 1196.32, "end": 1196.48, "word": " مع", "probability": 0.984375}, {"start": 1196.48, "end": 1196.74, "word": " بعض", "probability": 0.995849609375}, {"start": 1196.74, "end": 1196.9, "word": " إيش", "probability": 0.81396484375}, {"start": 1196.9, "end": 1197.48, "word": " كاتبلنا", "probability": 0.7786865234375}, {"start": 1197.48, "end": 1198.54, "word": " تفضلي", "probability": 0.8846435546875}, {"start": 1198.54, "end": 1198.82, "word": " أخد", "probability": 0.9095052083333334}, {"start": 1198.82, "end": 1199.12, "word": " سامية", "probability": 0.7057291666666666}, {"start": 1199.12, "end": 1199.36, "word": " تقرا", "probability": 0.6864420572916666}, {"start": 1199.36, "end": 1199.48, "word": " إيه", "probability": 0.7342122395833334}, {"start": 1199.48, "end": 1200.14, "word": " لنا", "probability": 0.6680908203125}, {"start": 1200.14, "end": 1202.1, "word": " هي", "probability": 0.2783203125}, {"start": 1202.1, "end": 1202.4, "word": " مجموعة", "probability": 0.73193359375}, {"start": 1202.4, "end": 1203.02, "word": " العمليات", "probability": 0.8150634765625}, {"start": 1203.02, "end": 1203.58, "word": " المرتبطة", "probability": 0.974609375}, {"start": 1203.58, "end": 1204.1, "word": " بالتحقيق", "probability": 0.81259765625}, {"start": 1204.1, "end": 1204.68, "word": " مصممين", "probability": 0.5093017578125}, {"start": 1204.68, "end": 1204.84, "word": " من", "probability": 0.833984375}, {"start": 1204.84, "end": 1205.32, "word": " القيادة", "probability": 0.9576416015625}, {"start": 1205.32, "end": 1206.14, "word": " ومصابة", "probability": 0.7094970703125}, {"start": 1206.14, "end": 1206.66, "word": " التي", "probability": 0.65869140625}, {"start": 1206.66, "end": 1207.18, "word": " تهدف", "probability": 0.8291015625}, {"start": 1207.18, "end": 1207.9, "word": " لتحقيق", "probability": 0.91494140625}], "temperature": 1.0}, {"id": 47, "seek": 123735, "start": 1209.28, "end": 1237.36, "text": "هذا تعريف عالم فرنسي اسمه «فايول» قال هو التخطيط والتنظيم والتوجيه والرقابة دول الإدارة إذا فايول شايف إن الإدارة هي وظائف الإدارة زي ما تقول حكينا وظائف الإدارة أربعة تخطيط تنظيم توجيه رقابة، لأ وإحنا ماشيين عليهم هنحقق أهداف المؤسسة تعريف آخر هي تحقيق أهداف المنظمة بفعلية ومعينة هذا شجلبها من خلال عمليات التخطيط والتنظيم والقيادة والرقابة لموارد", "tokens": [3224, 15730, 37279, 16572, 5172, 6225, 45340, 6156, 2288, 1863, 3794, 1829, 24525, 2304, 3224, 4657, 5172, 47302, 12610, 5933, 50239, 31439, 16712, 9778, 9566, 1829, 9566, 16070, 2655, 1863, 19913, 32640, 16070, 2655, 29245, 1829, 3224, 16070, 2288, 4587, 16758, 3660, 11778, 12610, 33688, 3215, 9640, 3660, 11933, 15730, 6156, 47302, 12610, 13412, 995, 33911, 36145, 33688, 3215, 9640, 3660, 39896, 4032, 19913, 16373, 5172, 33688, 3215, 9640, 3660, 30767, 1829, 19446, 6055, 39648, 11331, 4117, 1829, 8315, 4032, 19913, 16373, 5172, 33688, 3215, 9640, 3660, 5551, 25513, 27884, 6055, 9778, 9566, 1829, 9566, 6055, 1863, 19913, 32640, 6055, 29245, 1829, 3224, 12602, 4587, 16758, 3660, 12399, 5296, 10721, 4032, 28814, 5016, 8315, 3714, 33599, 1829, 9957, 25894, 16095, 8032, 1863, 5016, 4587, 4587, 5551, 3224, 28259, 5172, 9673, 33604, 3794, 3794, 3660, 37279, 16572, 5172, 19753, 34740, 39896, 6055, 5016, 38436, 4587, 5551, 3224, 28259, 5172, 9673, 1863, 19913, 46007, 4724, 5172, 30241, 10632, 4032, 2304, 3615, 9957, 3660, 23758, 13412, 7435, 46152, 11296, 9154, 16490, 1211, 6027, 6225, 2304, 20292, 9307, 16712, 9778, 9566, 1829, 9566, 16070, 2655, 1863, 19913, 32640, 16070, 38436, 18513, 3660, 16070, 2288, 4587, 16758, 3660, 32767, 2407, 9640, 3215], "avg_logprob": -0.1586174267259511, "compression_ratio": 2.265017667844523, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 1209.28, "end": 1209.6, "word": "هذا", "probability": 0.864990234375}, {"start": 1209.6, "end": 1210.04, "word": " تعريف", "probability": 0.9861653645833334}, {"start": 1210.04, "end": 1210.44, "word": " عالم", "probability": 0.94384765625}, {"start": 1210.44, "end": 1211.62, "word": " فرنسي", "probability": 0.9666015625}, {"start": 1211.62, "end": 1211.88, "word": " اسمه", "probability": 0.9638671875}, {"start": 1211.88, "end": 1212.32, "word": " «فايول»", "probability": 0.5653076171875}, {"start": 1212.32, "end": 1212.58, "word": " قال", "probability": 0.73828125}, {"start": 1212.58, "end": 1212.74, "word": " هو", "probability": 0.479736328125}, {"start": 1212.74, "end": 1213.32, "word": " التخطيط", "probability": 0.962109375}, {"start": 1213.32, "end": 1213.86, "word": " والتنظيم", "probability": 0.96787109375}, {"start": 1213.86, "end": 1214.32, "word": " والتوجيه", "probability": 0.95966796875}, {"start": 1214.32, "end": 1214.86, "word": " والرقابة", "probability": 0.96298828125}, {"start": 1214.86, "end": 1215.02, "word": " دول", "probability": 0.888916015625}, {"start": 1215.02, "end": 1215.54, "word": " الإدارة", "probability": 0.968017578125}, {"start": 1215.54, "end": 1216.2, "word": " إذا", "probability": 0.86865234375}, {"start": 1216.2, "end": 1216.62, "word": " فايول", "probability": 0.7264811197916666}, {"start": 1216.62, "end": 1217.02, "word": " شايف", "probability": 0.97265625}, {"start": 1217.02, "end": 1217.2, "word": " إن", "probability": 0.71875}, {"start": 1217.2, "end": 1217.62, "word": " الإدارة", "probability": 0.9967041015625}, {"start": 1217.62, "end": 1217.76, "word": " هي", "probability": 0.8896484375}, {"start": 1217.76, "end": 1218.1, "word": " وظائف", "probability": 0.8988037109375}, {"start": 1218.1, "end": 1218.56, "word": " الإدارة", "probability": 0.9954833984375}, {"start": 1218.56, "end": 1220.88, "word": " زي", "probability": 0.869873046875}, {"start": 1220.88, "end": 1220.96, "word": " ما", "probability": 0.97314453125}, {"start": 1220.96, "end": 1221.12, "word": " تقول", "probability": 0.4681396484375}, {"start": 1221.12, "end": 1221.46, "word": " حكينا", "probability": 0.88525390625}, {"start": 1221.46, "end": 1221.88, "word": " وظائف", "probability": 0.9390869140625}, {"start": 1221.88, "end": 1222.22, "word": " الإدارة", "probability": 0.994873046875}, {"start": 1222.22, "end": 1222.6, "word": " أربعة", "probability": 0.8746744791666666}, {"start": 1222.6, "end": 1224.74, "word": " تخطيط", "probability": 0.953125}, {"start": 1224.74, "end": 1225.1, "word": " تنظيم", "probability": 0.987548828125}, {"start": 1225.1, "end": 1225.5, "word": " توجيه", "probability": 0.8675537109375}, {"start": 1225.5, "end": 1225.98, "word": " رقابة،", "probability": 0.8201171875}, {"start": 1225.98, "end": 1226.06, "word": " لأ", "probability": 0.766357421875}, {"start": 1226.06, "end": 1226.26, "word": " وإحنا", "probability": 0.796630859375}, {"start": 1226.26, "end": 1226.52, "word": " ماشيين", "probability": 0.84619140625}, {"start": 1226.52, "end": 1226.74, "word": " عليهم", "probability": 0.937255859375}, {"start": 1226.74, "end": 1227.22, "word": " هنحقق", "probability": 0.88330078125}, {"start": 1227.22, "end": 1227.6, "word": " أهداف", "probability": 0.9903564453125}, {"start": 1227.6, "end": 1228.42, "word": " المؤسسة", "probability": 0.99658203125}, {"start": 1228.42, "end": 1229.18, "word": " تعريف", "probability": 0.9718424479166666}, {"start": 1229.18, "end": 1229.56, "word": " آخر", "probability": 0.8408203125}, {"start": 1229.56, "end": 1229.96, "word": " هي", "probability": 0.271484375}, {"start": 1229.96, "end": 1230.34, "word": " تحقيق", "probability": 0.8917236328125}, {"start": 1230.34, "end": 1230.8, "word": " أهداف", "probability": 0.88037109375}, {"start": 1230.8, "end": 1231.3, "word": " المنظمة", "probability": 0.983154296875}, {"start": 1231.3, "end": 1231.92, "word": " بفعلية", "probability": 0.76165771484375}, {"start": 1231.92, "end": 1232.24, "word": " ومعينة", "probability": 0.5343505859375}, {"start": 1232.24, "end": 1232.28, "word": " هذا", "probability": 0.15966796875}, {"start": 1232.28, "end": 1232.94, "word": " شجلبها", "probability": 0.9390869140625}, {"start": 1232.94, "end": 1233.9, "word": " من", "probability": 0.953125}, {"start": 1233.9, "end": 1234.2, "word": " خلال", "probability": 0.9939778645833334}, {"start": 1234.2, "end": 1234.62, "word": " عمليات", "probability": 0.9404296875}, {"start": 1234.62, "end": 1235.08, "word": " التخطيط", "probability": 0.983984375}, {"start": 1235.08, "end": 1235.64, "word": " والتنظيم", "probability": 0.98896484375}, {"start": 1235.64, "end": 1236.3, "word": " والقيادة", "probability": 0.8914794921875}, {"start": 1236.3, "end": 1236.94, "word": " والرقابة", "probability": 0.8837890625}, {"start": 1236.94, "end": 1237.36, "word": " لموارد", "probability": 0.8812255859375}], "temperature": 1.0}, {"id": 48, "seek": 126451, "start": 1238.25, "end": 1264.51, "text": "إذا كيف نوصل للأهداف بفعليه وكفاءة عن طريق تخطيط .. عن طريق أيش؟ الوظائف الأربع أو .. أخر واحد قبل الأخير لأ في واحد هناك انت هي فن إنجاز الأعمال الواقف من الآخرين كيف تنجزي مثلا أن انت ست بيت عندك بنات في البيت وأولاد بتوزع أو في المؤسسة بتوزع عليهم الشغل هيك بتتم الانجاز كيف ممكن ننجز الأعمال عن طريق الأخرين؟", "tokens": [28814, 15730, 9122, 33911, 8717, 2407, 36520, 24976, 10721, 3224, 28259, 5172, 4724, 5172, 3615, 20292, 3224, 4032, 4117, 5172, 16606, 3660, 18871, 23032, 16572, 4587, 6055, 9778, 9566, 1829, 9566, 4386, 18871, 23032, 16572, 4587, 36632, 8592, 22807, 2423, 2407, 19913, 16373, 5172, 16247, 25513, 3615, 34051, 4386, 5551, 34740, 36764, 24401, 12174, 36150, 16247, 9778, 13546, 5296, 10721, 8978, 36764, 24401, 34105, 4117, 16472, 2655, 39896, 6156, 1863, 36145, 7435, 31377, 16247, 25957, 6027, 2423, 14407, 4587, 5172, 9154, 6024, 95, 34740, 9957, 9122, 33911, 6055, 1863, 7435, 11622, 1829, 50113, 15040, 14739, 16472, 2655, 8608, 2655, 4724, 36081, 43242, 4117, 4724, 8315, 2655, 8978, 2423, 21292, 2655, 36725, 12610, 18513, 39894, 2407, 11622, 3615, 34051, 8978, 9673, 33604, 3794, 3794, 3660, 39894, 2407, 11622, 3615, 25894, 16095, 25124, 17082, 1211, 39896, 4117, 39894, 39237, 2423, 7649, 7435, 31377, 9122, 33911, 3714, 43020, 8717, 1863, 7435, 11622, 16247, 25957, 6027, 18871, 23032, 16572, 4587, 16247, 34740, 9957, 22807], "avg_logprob": -0.20089285714285715, "compression_ratio": 2.0107913669064748, "no_speech_prob": 0.0, "words": [{"start": 1238.25, "end": 1238.53, "word": "إذا", "probability": 0.70703125}, {"start": 1238.53, "end": 1238.79, "word": " كيف", "probability": 0.865234375}, {"start": 1238.79, "end": 1239.09, "word": " نوصل", "probability": 0.7989908854166666}, {"start": 1239.09, "end": 1239.79, "word": " للأهداف", "probability": 0.93017578125}, {"start": 1239.79, "end": 1240.35, "word": " بفعليه", "probability": 0.775}, {"start": 1240.35, "end": 1240.75, "word": " وكفاءة", "probability": 0.718701171875}, {"start": 1240.75, "end": 1240.87, "word": " عن", "probability": 0.80712890625}, {"start": 1240.87, "end": 1241.23, "word": " طريق", "probability": 0.994140625}, {"start": 1241.23, "end": 1241.77, "word": " تخطيط", "probability": 0.86455078125}, {"start": 1241.77, "end": 1241.83, "word": " ..", "probability": 0.3154296875}, {"start": 1241.83, "end": 1241.95, "word": " عن", "probability": 0.9140625}, {"start": 1241.95, "end": 1242.25, "word": " طريق", "probability": 0.99853515625}, {"start": 1242.25, "end": 1242.93, "word": " أيش؟", "probability": 0.6519368489583334}, {"start": 1242.93, "end": 1243.57, "word": " الوظائف", "probability": 0.9833984375}, {"start": 1243.57, "end": 1244.15, "word": " الأربع", "probability": 0.79296875}, {"start": 1244.15, "end": 1244.47, "word": " أو", "probability": 0.90966796875}, {"start": 1244.47, "end": 1245.99, "word": " ..", "probability": 0.60595703125}, {"start": 1245.99, "end": 1246.97, "word": " أخر", "probability": 0.6248779296875}, {"start": 1246.97, "end": 1247.29, "word": " واحد", "probability": 0.990966796875}, {"start": 1247.29, "end": 1248.39, "word": " قبل", "probability": 0.6943359375}, {"start": 1248.39, "end": 1248.75, "word": " الأخير", "probability": 0.82763671875}, {"start": 1248.75, "end": 1248.89, "word": " لأ", "probability": 0.75537109375}, {"start": 1248.89, "end": 1248.99, "word": " في", "probability": 0.7724609375}, {"start": 1248.99, "end": 1249.17, "word": " واحد", "probability": 0.98291015625}, {"start": 1249.17, "end": 1249.47, "word": " هناك", "probability": 0.814453125}, {"start": 1249.47, "end": 1249.57, "word": " انت", "probability": 0.541259765625}, {"start": 1249.57, "end": 1250.17, "word": " هي", "probability": 0.251220703125}, {"start": 1250.17, "end": 1250.53, "word": " فن", "probability": 0.978515625}, {"start": 1250.53, "end": 1250.97, "word": " إنجاز", "probability": 0.9420572916666666}, {"start": 1250.97, "end": 1251.43, "word": " الأعمال", "probability": 0.9645182291666666}, {"start": 1251.43, "end": 1251.79, "word": " الواقف", "probability": 0.407196044921875}, {"start": 1251.79, "end": 1251.93, "word": " من", "probability": 0.88623046875}, {"start": 1251.93, "end": 1252.43, "word": " الآخرين", "probability": 0.85247802734375}, {"start": 1252.43, "end": 1253.05, "word": " كيف", "probability": 0.95166015625}, {"start": 1253.05, "end": 1253.53, "word": " تنجزي", "probability": 0.9671875}, {"start": 1253.53, "end": 1253.81, "word": " مثلا", "probability": 0.973876953125}, {"start": 1253.81, "end": 1253.97, "word": " أن", "probability": 0.50146484375}, {"start": 1253.97, "end": 1254.11, "word": " انت", "probability": 0.63330078125}, {"start": 1254.11, "end": 1254.39, "word": " ست", "probability": 0.576171875}, {"start": 1254.39, "end": 1254.79, "word": " بيت", "probability": 0.982421875}, {"start": 1254.79, "end": 1255.99, "word": " عندك", "probability": 0.988525390625}, {"start": 1255.99, "end": 1256.33, "word": " بنات", "probability": 0.9552408854166666}, {"start": 1256.33, "end": 1256.45, "word": " في", "probability": 0.97607421875}, {"start": 1256.45, "end": 1256.75, "word": " البيت", "probability": 0.9690755208333334}, {"start": 1256.75, "end": 1257.27, "word": " وأولاد", "probability": 0.8419596354166666}, {"start": 1257.27, "end": 1258.23, "word": " بتوزع", "probability": 0.95166015625}, {"start": 1258.23, "end": 1258.39, "word": " أو", "probability": 0.73583984375}, {"start": 1258.39, "end": 1258.51, "word": " في", "probability": 0.96142578125}, {"start": 1258.51, "end": 1258.89, "word": " المؤسسة", "probability": 0.911328125}, {"start": 1258.89, "end": 1259.29, "word": " بتوزع", "probability": 0.9703369140625}, {"start": 1259.29, "end": 1259.59, "word": " عليهم", "probability": 0.967529296875}, {"start": 1259.59, "end": 1260.11, "word": " الشغل", "probability": 0.9943033854166666}, {"start": 1260.11, "end": 1261.15, "word": " هيك", "probability": 0.83984375}, {"start": 1261.15, "end": 1261.45, "word": " بتتم", "probability": 0.8857421875}, {"start": 1261.45, "end": 1261.97, "word": " الانجاز", "probability": 0.76885986328125}, {"start": 1261.97, "end": 1262.27, "word": " كيف", "probability": 0.958251953125}, {"start": 1262.27, "end": 1262.55, "word": " ممكن", "probability": 0.987060546875}, {"start": 1262.55, "end": 1262.97, "word": " ننجز", "probability": 0.9844970703125}, {"start": 1262.97, "end": 1263.29, "word": " الأعمال", "probability": 0.9736328125}, {"start": 1263.29, "end": 1263.45, "word": " عن", "probability": 0.701171875}, {"start": 1263.45, "end": 1263.61, "word": " طريق", "probability": 0.9895833333333334}, {"start": 1263.61, "end": 1264.51, "word": " الأخرين؟", "probability": 0.86083984375}], "temperature": 1.0}, {"id": 49, "seek": 129433, "start": 1265.15, "end": 1294.33, "text": "الإدارة هي عملية التنسيق بين عوامل الإنتاج البشرية وغير البشرية استعمال وظائف التخطيط والتنظيم والقيادة والإشراف والرقابة حتى يمكن التوصل إلى الهدف المطلوب أو الأقصى فعالية وكذلك فإذا كلهم بيحكوا عن أربع وظائف تخطيط، تنظيم، توجيه، رقابة لو استخدمناهم بشكل جيد، حيصير عندي إيش؟ الإدارة الإدارة هدفها تصل لهدف إيش؟ المؤسسة نشوف كمان، شكرا يا أخت سميرة، نشوف كمان تعريفات", "tokens": [6027, 28814, 3215, 9640, 3660, 39896, 6225, 42213, 10632, 16712, 1863, 3794, 1829, 4587, 49374, 6225, 2407, 10943, 1211, 33688, 29399, 26108, 29739, 46309, 10632, 4032, 17082, 13546, 29739, 46309, 10632, 44713, 25957, 6027, 4032, 19913, 16373, 5172, 16712, 9778, 9566, 1829, 9566, 16070, 2655, 1863, 19913, 32640, 16070, 38436, 18513, 3660, 16070, 28814, 8592, 23557, 5172, 16070, 2288, 4587, 16758, 3660, 11331, 49975, 7251, 43020, 16712, 2407, 36520, 30731, 2423, 3224, 3215, 5172, 9673, 9566, 1211, 37746, 34051, 16247, 4587, 9381, 7578, 6156, 3615, 6027, 10632, 4032, 4117, 8848, 23275, 6156, 28814, 15730, 28242, 16095, 4724, 1829, 5016, 4117, 14407, 18871, 5551, 25513, 3615, 4032, 19913, 16373, 5172, 6055, 9778, 9566, 1829, 9566, 12399, 6055, 1863, 19913, 32640, 12399, 6055, 29245, 1829, 3224, 12399, 12602, 4587, 16758, 3660, 45164, 44713, 9778, 40448, 8315, 16095, 4724, 8592, 28820, 10874, 25708, 12399, 11331, 1829, 9381, 13546, 18871, 16254, 11933, 1829, 8592, 22807, 33688, 3215, 9640, 3660, 33688, 3215, 9640, 3660, 8032, 3215, 5172, 11296, 6055, 36520, 46740, 3215, 5172, 11933, 1829, 8592, 22807, 9673, 33604, 3794, 3794, 3660, 8717, 8592, 38688, 9122, 2304, 7649, 12399, 13412, 4117, 23557, 35186, 5551, 46456, 8608, 2304, 48923, 12399, 8717, 8592, 38688, 9122, 2304, 7649, 37279, 16572, 5172, 9307], "avg_logprob": -0.15762194831196855, "compression_ratio": 2.1024844720496896, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1265.15, "end": 1265.75, "word": "الإدارة", "probability": 0.90771484375}, {"start": 1265.75, "end": 1265.89, "word": " هي", "probability": 0.95703125}, {"start": 1265.89, "end": 1266.27, "word": " عملية", "probability": 0.9842122395833334}, {"start": 1266.27, "end": 1266.79, "word": " التنسيق", "probability": 0.8326171875}, {"start": 1266.79, "end": 1266.99, "word": " بين", "probability": 0.896484375}, {"start": 1266.99, "end": 1267.43, "word": " عوامل", "probability": 0.78448486328125}, {"start": 1267.43, "end": 1267.81, "word": " الإنتاج", "probability": 0.8937174479166666}, {"start": 1267.81, "end": 1268.27, "word": " البشرية", "probability": 0.8865559895833334}, {"start": 1268.27, "end": 1268.55, "word": " وغير", "probability": 0.90234375}, {"start": 1268.55, "end": 1269.15, "word": " البشرية", "probability": 0.9720052083333334}, {"start": 1269.15, "end": 1270.07, "word": " استعمال", "probability": 0.9161783854166666}, {"start": 1270.07, "end": 1270.47, "word": " وظائف", "probability": 0.9205322265625}, {"start": 1270.47, "end": 1271.01, "word": " التخطيط", "probability": 0.96591796875}, {"start": 1271.01, "end": 1271.67, "word": " والتنظيم", "probability": 0.97021484375}, {"start": 1271.67, "end": 1272.41, "word": " والقيادة", "probability": 0.94677734375}, {"start": 1272.41, "end": 1273.15, "word": " والإشراف", "probability": 0.76171875}, {"start": 1273.15, "end": 1273.85, "word": " والرقابة", "probability": 0.83759765625}, {"start": 1273.85, "end": 1274.37, "word": " حتى", "probability": 0.90283203125}, {"start": 1274.37, "end": 1274.69, "word": " يمكن", "probability": 0.886962890625}, {"start": 1274.69, "end": 1275.11, "word": " التوصل", "probability": 0.8839518229166666}, {"start": 1275.11, "end": 1275.27, "word": " إلى", "probability": 0.951171875}, {"start": 1275.27, "end": 1275.61, "word": " الهدف", "probability": 0.9620361328125}, {"start": 1275.61, "end": 1276.13, "word": " المطلوب", "probability": 0.802978515625}, {"start": 1276.13, "end": 1276.31, "word": " أو", "probability": 0.5400390625}, {"start": 1276.31, "end": 1276.67, "word": " الأقصى", "probability": 0.949951171875}, {"start": 1276.67, "end": 1277.05, "word": " فعالية", "probability": 0.8572998046875}, {"start": 1277.05, "end": 1277.33, "word": " وكذلك", "probability": 0.73590087890625}, {"start": 1277.33, "end": 1277.81, "word": " فإذا", "probability": 0.21260579427083334}, {"start": 1277.81, "end": 1278.15, "word": " كلهم", "probability": 0.790283203125}, {"start": 1278.15, "end": 1278.55, "word": " بيحكوا", "probability": 0.9318359375}, {"start": 1278.55, "end": 1278.75, "word": " عن", "probability": 0.97900390625}, {"start": 1278.75, "end": 1279.01, "word": " أربع", "probability": 0.8642578125}, {"start": 1279.01, "end": 1279.45, "word": " وظائف", "probability": 0.98828125}, {"start": 1279.45, "end": 1280.09, "word": " تخطيط،", "probability": 0.8793131510416666}, {"start": 1280.09, "end": 1280.73, "word": " تنظيم،", "probability": 0.982421875}, {"start": 1280.73, "end": 1281.69, "word": " توجيه،", "probability": 0.88681640625}, {"start": 1281.69, "end": 1282.39, "word": " رقابة", "probability": 0.973388671875}, {"start": 1282.39, "end": 1283.33, "word": " لو", "probability": 0.6787109375}, {"start": 1283.33, "end": 1284.19, "word": " استخدمناهم", "probability": 0.89755859375}, {"start": 1284.19, "end": 1284.59, "word": " بشكل", "probability": 0.9951171875}, {"start": 1284.59, "end": 1285.05, "word": " جيد،", "probability": 0.7826334635416666}, {"start": 1285.05, "end": 1285.33, "word": " حيصير", "probability": 0.762939453125}, {"start": 1285.33, "end": 1285.59, "word": " عندي", "probability": 0.745849609375}, {"start": 1285.59, "end": 1286.55, "word": " إيش؟", "probability": 0.8582763671875}, {"start": 1286.55, "end": 1287.11, "word": " الإدارة", "probability": 0.9766845703125}, {"start": 1287.11, "end": 1288.39, "word": " الإدارة", "probability": 0.85064697265625}, {"start": 1288.39, "end": 1288.85, "word": " هدفها", "probability": 0.9862060546875}, {"start": 1288.85, "end": 1289.19, "word": " تصل", "probability": 0.887451171875}, {"start": 1289.19, "end": 1289.61, "word": " لهدف", "probability": 0.9451497395833334}, {"start": 1289.61, "end": 1290.27, "word": " إيش؟", "probability": 0.975830078125}, {"start": 1290.27, "end": 1291.07, "word": " المؤسسة", "probability": 0.98994140625}, {"start": 1291.07, "end": 1292.21, "word": " نشوف", "probability": 0.8068033854166666}, {"start": 1292.21, "end": 1292.41, "word": " كمان،", "probability": 0.80316162109375}, {"start": 1292.41, "end": 1292.65, "word": " شكرا", "probability": 0.90185546875}, {"start": 1292.65, "end": 1292.77, "word": " يا", "probability": 0.966796875}, {"start": 1292.77, "end": 1292.89, "word": " أخت", "probability": 0.66650390625}, {"start": 1292.89, "end": 1293.31, "word": " سميرة،", "probability": 0.6937255859375}, {"start": 1293.31, "end": 1293.47, "word": " نشوف", "probability": 0.9876302083333334}, {"start": 1293.47, "end": 1293.69, "word": " كمان", "probability": 0.9801432291666666}, {"start": 1293.69, "end": 1294.33, "word": " تعريفات", "probability": 0.9822998046875}], "temperature": 1.0}, {"id": 50, "seek": 132401, "start": 1296.05, "end": 1324.01, "text": "الأخت هناء تفضّلي نفس الشيء ممتاز نفس التفكير يا أخوات إذا ببساطة الإدارة هي", "tokens": [6027, 10721, 46456, 8032, 1863, 16606, 6055, 5172, 11242, 11703, 20292, 8717, 36178, 25124, 1829, 38207, 3714, 2304, 2655, 31377, 8717, 36178, 16712, 5172, 4117, 13546, 35186, 5551, 9778, 2407, 9307, 11933, 15730, 4724, 3555, 3794, 41193, 3660, 33688, 3215, 9640, 3660, 39896], "avg_logprob": -0.25248579206791794, "compression_ratio": 1.3495145631067962, "no_speech_prob": 0.0, "words": [{"start": 1296.05, "end": 1296.53, "word": "الأخت", "probability": 0.74609375}, {"start": 1296.53, "end": 1296.83, "word": " هناء", "probability": 0.447509765625}, {"start": 1296.83, "end": 1297.25, "word": " تفضّلي", "probability": 0.7234375}, {"start": 1297.25, "end": 1305.47, "word": " نفس", "probability": 0.61273193359375}, {"start": 1305.47, "end": 1306.53, "word": " الشيء", "probability": 0.9363606770833334}, {"start": 1306.53, "end": 1318.07, "word": " ممتاز", "probability": 0.8858642578125}, {"start": 1318.07, "end": 1319.75, "word": " نفس", "probability": 0.949462890625}, {"start": 1319.75, "end": 1320.29, "word": " التفكير", "probability": 0.99560546875}, {"start": 1320.29, "end": 1320.47, "word": " يا", "probability": 0.93017578125}, {"start": 1320.47, "end": 1320.83, "word": " أخوات", "probability": 0.879150390625}, {"start": 1320.83, "end": 1321.09, "word": " إذا", "probability": 0.511962890625}, {"start": 1321.09, "end": 1322.91, "word": " ببساطة", "probability": 0.850439453125}, {"start": 1322.91, "end": 1323.77, "word": " الإدارة", "probability": 0.9866943359375}, {"start": 1323.77, "end": 1324.01, "word": " هي", "probability": 0.97119140625}], "temperature": 1.0}, {"id": 51, "seek": 135470, "start": 1325.28, "end": 1354.7, "text": "استغلال الـ 6Ms استغلال الموارد المتاحة عن طريق وظائف الإدارة لتحقيق أهداف المؤسسات لتحقيق أهداف المؤسسات ده ممكن نكتبه سوا التعريف اللي هنعتمده هو أسهل تعريف استغلال الموارد المتاحة اللي انت عارفها اللي هي الـ 6Ms", "tokens": [995, 14851, 17082, 1211, 6027, 2423, 39184, 1386, 26386, 44713, 17082, 1211, 6027, 9673, 2407, 9640, 3215, 9673, 2655, 39319, 3660, 18871, 23032, 16572, 4587, 4032, 19913, 16373, 5172, 33688, 3215, 9640, 3660, 5296, 2655, 5016, 38436, 4587, 5551, 3224, 28259, 5172, 9673, 33604, 3794, 3794, 9307, 5296, 2655, 5016, 38436, 4587, 5551, 3224, 28259, 5172, 9673, 33604, 3794, 3794, 9307, 11778, 3224, 3714, 43020, 8717, 4117, 2655, 3555, 3224, 8608, 14407, 16712, 3615, 16572, 5172, 13672, 1829, 8032, 1863, 34268, 2304, 3215, 3224, 31439, 5551, 3794, 3224, 1211, 37279, 16572, 5172, 44713, 17082, 1211, 6027, 9673, 2407, 9640, 3215, 9673, 2655, 39319, 3660, 13672, 1829, 16472, 2655, 6225, 9640, 5172, 11296, 13672, 1829, 39896, 2423, 39184, 1386, 26386], "avg_logprob": -0.08001302114377419, "compression_ratio": 2.1864406779661016, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1325.28, "end": 1326.26, "word": "استغلال", "probability": 0.9552734375}, {"start": 1326.26, "end": 1329.08, "word": " الـ", "probability": 0.9345703125}, {"start": 1329.08, "end": 1329.78, "word": " 6Ms", "probability": 0.65771484375}, {"start": 1329.78, "end": 1331.5, "word": " استغلال", "probability": 0.9693603515625}, {"start": 1331.5, "end": 1331.94, "word": " الموارد", "probability": 0.9268798828125}, {"start": 1331.94, "end": 1332.8, "word": " المتاحة", "probability": 0.9879150390625}, {"start": 1332.8, "end": 1333.34, "word": " عن", "probability": 0.95654296875}, {"start": 1333.34, "end": 1334.1, "word": " طريق", "probability": 0.99462890625}, {"start": 1334.1, "end": 1336.58, "word": " وظائف", "probability": 0.9515380859375}, {"start": 1336.58, "end": 1337.28, "word": " الإدارة", "probability": 0.9908447265625}, {"start": 1337.28, "end": 1338.18, "word": " لتحقيق", "probability": 0.98076171875}, {"start": 1338.18, "end": 1339.56, "word": " أهداف", "probability": 0.7734375}, {"start": 1339.56, "end": 1340.54, "word": " المؤسسات", "probability": 0.99501953125}, {"start": 1340.54, "end": 1341.18, "word": " لتحقيق", "probability": 0.96171875}, {"start": 1341.18, "end": 1341.64, "word": " أهداف", "probability": 0.9957275390625}, {"start": 1341.64, "end": 1342.68, "word": " المؤسسات", "probability": 0.99775390625}, {"start": 1342.68, "end": 1343.34, "word": " ده", "probability": 0.789306640625}, {"start": 1343.34, "end": 1343.62, "word": " ممكن", "probability": 0.980712890625}, {"start": 1343.62, "end": 1344.08, "word": " نكتبه", "probability": 0.99453125}, {"start": 1344.08, "end": 1344.34, "word": " سوا", "probability": 0.815185546875}, {"start": 1344.34, "end": 1344.88, "word": " التعريف", "probability": 0.9700927734375}, {"start": 1344.88, "end": 1344.98, "word": " اللي", "probability": 0.826416015625}, {"start": 1344.98, "end": 1345.6, "word": " هنعتمده", "probability": 0.8480631510416666}, {"start": 1345.6, "end": 1345.74, "word": " هو", "probability": 0.9248046875}, {"start": 1345.74, "end": 1346.02, "word": " أسهل", "probability": 0.9820556640625}, {"start": 1346.02, "end": 1346.62, "word": " تعريف", "probability": 0.9803059895833334}, {"start": 1346.62, "end": 1348.08, "word": " استغلال", "probability": 0.9810791015625}, {"start": 1348.08, "end": 1351.32, "word": " الموارد", "probability": 0.927001953125}, {"start": 1351.32, "end": 1353.24, "word": " المتاحة", "probability": 0.991455078125}, {"start": 1353.24, "end": 1353.36, "word": " اللي", "probability": 0.890869140625}, {"start": 1353.36, "end": 1353.52, "word": " انت", "probability": 0.5450439453125}, {"start": 1353.52, "end": 1353.86, "word": " عارفها", "probability": 0.9410400390625}, {"start": 1353.86, "end": 1353.96, "word": " اللي", "probability": 0.802978515625}, {"start": 1353.96, "end": 1354.08, "word": " هي", "probability": 0.9287109375}, {"start": 1354.08, "end": 1354.2, "word": " الـ", "probability": 0.9423828125}, {"start": 1354.2, "end": 1354.7, "word": " 6Ms", "probability": 0.873046875}], "temperature": 1.0}, {"id": 52, "seek": 138575, "start": 1356.29, "end": 1385.75, "text": "plus two كيف هنستغلها؟ عن طريق وظائف الإدارة كم وظيفة عندنا؟ أربع طب ليش هنستغلها؟ للوصول لهدف المؤسسة الوصول لهدف المؤسسة أمامنا طريقتين الآن ابنك في المدرسة", "tokens": [18954, 732, 9122, 33911, 8032, 1863, 14851, 17082, 1211, 11296, 22807, 18871, 23032, 16572, 4587, 4032, 19913, 16373, 5172, 33688, 3215, 9640, 3660, 9122, 2304, 4032, 19913, 33911, 3660, 43242, 8315, 22807, 5551, 25513, 3615, 23032, 3555, 32239, 8592, 8032, 1863, 14851, 17082, 1211, 11296, 22807, 24976, 2407, 9381, 12610, 46740, 3215, 5172, 9673, 33604, 3794, 3794, 3660, 2423, 2407, 9381, 12610, 46740, 3215, 5172, 9673, 33604, 3794, 3794, 3660, 5551, 2304, 10943, 8315, 23032, 16572, 38149, 9957, 6024, 48506, 48127, 1863, 4117, 8978, 9673, 3215, 2288, 3794, 3660], "avg_logprob": -0.1144097207321061, "compression_ratio": 1.7469135802469136, "no_speech_prob": 0.0, "words": [{"start": 1356.29, "end": 1356.57, "word": "plus", "probability": 0.337646484375}, {"start": 1356.57, "end": 1356.87, "word": " two", "probability": 0.79052734375}, {"start": 1356.87, "end": 1358.47, "word": " كيف", "probability": 0.959716796875}, {"start": 1358.47, "end": 1359.77, "word": " هنستغلها؟", "probability": 0.8334612165178571}, {"start": 1359.77, "end": 1359.89, "word": " عن", "probability": 0.92578125}, {"start": 1359.89, "end": 1360.73, "word": " طريق", "probability": 0.9918619791666666}, {"start": 1360.73, "end": 1362.85, "word": " وظائف", "probability": 0.975341796875}, {"start": 1362.85, "end": 1363.63, "word": " الإدارة", "probability": 0.99267578125}, {"start": 1363.63, "end": 1365.71, "word": " كم", "probability": 0.537841796875}, {"start": 1365.71, "end": 1366.09, "word": " وظيفة", "probability": 0.77288818359375}, {"start": 1366.09, "end": 1366.69, "word": " عندنا؟", "probability": 0.9041341145833334}, {"start": 1366.69, "end": 1367.23, "word": " أربع", "probability": 0.7931315104166666}, {"start": 1367.23, "end": 1369.05, "word": " طب", "probability": 0.7900390625}, {"start": 1369.05, "end": 1369.19, "word": " ليش", "probability": 0.8603515625}, {"start": 1369.19, "end": 1370.37, "word": " هنستغلها؟", "probability": 0.9578683035714286}, {"start": 1370.37, "end": 1371.15, "word": " للوصول", "probability": 0.9765625}, {"start": 1371.15, "end": 1373.53, "word": " لهدف", "probability": 0.9514973958333334}, {"start": 1373.53, "end": 1375.13, "word": " المؤسسة", "probability": 0.9966796875}, {"start": 1375.13, "end": 1378.81, "word": " الوصول", "probability": 0.9901123046875}, {"start": 1378.81, "end": 1379.19, "word": " لهدف", "probability": 0.9890950520833334}, {"start": 1379.19, "end": 1379.73, "word": " المؤسسة", "probability": 0.9982421875}, {"start": 1379.73, "end": 1380.07, "word": " أمامنا", "probability": 0.904052734375}, {"start": 1380.07, "end": 1380.63, "word": " طريقتين", "probability": 0.861083984375}, {"start": 1380.63, "end": 1382.99, "word": " الآن", "probability": 0.6929931640625}, {"start": 1382.99, "end": 1383.59, "word": " ابنك", "probability": 0.94775390625}, {"start": 1383.59, "end": 1385.17, "word": " في", "probability": 0.970703125}, {"start": 1385.17, "end": 1385.75, "word": " المدرسة", "probability": 0.9970703125}], "temperature": 1.0}, {"id": 53, "seek": 141659, "start": 1388.59, "end": 1416.59, "text": "جاب 15 من 20 في الامتحان و ابنك التاني جاب 20 من 20 زي بعض ولا في فرق؟ في فرق؟ لأ زي بعض زي أنتي لما كنت في الجامعة مادة جبت فيها 60 و مادة جبت فيها 90 مش الأثنين ناجحين؟ طيب مبروك ممتاز", "tokens": [7435, 16758, 2119, 9154, 945, 8978, 2423, 10943, 2655, 5016, 7649, 4032, 48127, 1863, 4117, 16712, 7649, 1829, 10874, 16758, 945, 9154, 945, 30767, 1829, 45030, 11242, 49429, 8978, 6156, 2288, 4587, 22807, 8978, 6156, 2288, 4587, 22807, 5296, 10721, 30767, 1829, 45030, 11242, 30767, 1829, 14739, 31371, 5296, 15042, 9122, 29399, 8978, 25724, 10943, 27884, 3714, 18513, 3660, 10874, 3555, 2655, 8978, 11296, 4060, 4032, 3714, 18513, 3660, 10874, 3555, 2655, 8978, 11296, 4289, 37893, 16247, 12984, 1863, 9957, 8717, 26108, 5016, 9957, 22807, 23032, 1829, 3555, 3714, 26890, 2407, 4117, 3714, 2304, 2655, 31377], "avg_logprob": -0.12878543814432988, "compression_ratio": 1.8538011695906433, "no_speech_prob": 0.0, "words": [{"start": 1388.5900000000001, "end": 1389.43, "word": "جاب", "probability": 0.94091796875}, {"start": 1389.43, "end": 1390.27, "word": " 15", "probability": 0.416015625}, {"start": 1390.27, "end": 1390.45, "word": " من", "probability": 0.97705078125}, {"start": 1390.45, "end": 1390.91, "word": " 20", "probability": 0.8681640625}, {"start": 1390.91, "end": 1391.63, "word": " في", "probability": 0.93408203125}, {"start": 1391.63, "end": 1392.17, "word": " الامتحان", "probability": 0.9638671875}, {"start": 1392.17, "end": 1393.13, "word": " و", "probability": 0.884765625}, {"start": 1393.13, "end": 1393.47, "word": " ابنك", "probability": 0.8287760416666666}, {"start": 1393.47, "end": 1393.95, "word": " التاني", "probability": 0.9064127604166666}, {"start": 1393.95, "end": 1394.17, "word": " جاب", "probability": 0.97412109375}, {"start": 1394.17, "end": 1394.47, "word": " 20", "probability": 0.94482421875}, {"start": 1394.47, "end": 1394.63, "word": " من", "probability": 0.9931640625}, {"start": 1394.63, "end": 1395.07, "word": " 20", "probability": 0.96337890625}, {"start": 1395.07, "end": 1395.61, "word": " زي", "probability": 0.894775390625}, {"start": 1395.61, "end": 1395.89, "word": " بعض", "probability": 0.995361328125}, {"start": 1395.89, "end": 1396.03, "word": " ولا", "probability": 0.79150390625}, {"start": 1396.03, "end": 1396.17, "word": " في", "probability": 0.892578125}, {"start": 1396.17, "end": 1398.53, "word": " فرق؟", "probability": 0.8616943359375}, {"start": 1398.53, "end": 1399.15, "word": " في", "probability": 0.68896484375}, {"start": 1399.15, "end": 1399.95, "word": " فرق؟", "probability": 0.9429931640625}, {"start": 1399.95, "end": 1400.51, "word": " لأ", "probability": 0.7470703125}, {"start": 1400.51, "end": 1400.65, "word": " زي", "probability": 0.971435546875}, {"start": 1400.65, "end": 1400.93, "word": " بعض", "probability": 0.99365234375}, {"start": 1400.93, "end": 1403.77, "word": " زي", "probability": 0.959228515625}, {"start": 1403.77, "end": 1403.99, "word": " أنتي", "probability": 0.685791015625}, {"start": 1403.99, "end": 1404.17, "word": " لما", "probability": 0.923095703125}, {"start": 1404.17, "end": 1404.49, "word": " كنت", "probability": 0.988037109375}, {"start": 1404.49, "end": 1404.63, "word": " في", "probability": 0.5498046875}, {"start": 1404.63, "end": 1405.03, "word": " الجامعة", "probability": 0.9908854166666666}, {"start": 1405.03, "end": 1405.41, "word": " مادة", "probability": 0.8138834635416666}, {"start": 1405.41, "end": 1405.65, "word": " جبت", "probability": 0.7945963541666666}, {"start": 1405.65, "end": 1405.87, "word": " فيها", "probability": 0.9912109375}, {"start": 1405.87, "end": 1406.35, "word": " 60", "probability": 0.93505859375}, {"start": 1406.35, "end": 1407.41, "word": " و", "probability": 0.87939453125}, {"start": 1407.41, "end": 1407.73, "word": " مادة", "probability": 0.83837890625}, {"start": 1407.73, "end": 1407.91, "word": " جبت", "probability": 0.9791666666666666}, {"start": 1407.91, "end": 1408.11, "word": " فيها", "probability": 0.9931640625}, {"start": 1408.11, "end": 1408.55, "word": " 90", "probability": 0.9912109375}, {"start": 1408.55, "end": 1411.35, "word": " مش", "probability": 0.85546875}, {"start": 1411.35, "end": 1411.67, "word": " الأثنين", "probability": 0.73779296875}, {"start": 1411.67, "end": 1412.73, "word": " ناجحين؟", "probability": 0.89931640625}, {"start": 1412.73, "end": 1413.31, "word": " طيب", "probability": 0.9609375}, {"start": 1413.31, "end": 1413.79, "word": " مبروك", "probability": 0.962890625}, {"start": 1413.79, "end": 1416.59, "word": " ممتاز", "probability": 0.8673095703125}], "temperature": 1.0}, {"id": 54, "seek": 144162, "start": 1417.92, "end": 1441.62, "text": "إذا الأهداف بدناش بس نقول اربحنا و خلاص بدنا نعظم الأهداف إذا نوصل للأهداف زى ما هو حاكيلى هنا بكفاءة و فعالية بكفاءة و إيش و فعالية مش أى كلام انت جبتى سبعين في المادة اللى سمح الله انجحتي بس حلش صح لإني انت لكن زميلتك جابت 95", "tokens": [28814, 15730, 16247, 3224, 28259, 5172, 47525, 8315, 8592, 4724, 3794, 8717, 39648, 1975, 25513, 5016, 8315, 4032, 16490, 1211, 33546, 47525, 8315, 8717, 3615, 19913, 2304, 16247, 3224, 28259, 5172, 11933, 15730, 8717, 2407, 36520, 24976, 10721, 3224, 28259, 5172, 30767, 7578, 19446, 31439, 11331, 995, 4117, 26895, 7578, 34105, 4724, 4117, 5172, 16606, 3660, 4032, 6156, 3615, 6027, 10632, 4724, 4117, 5172, 16606, 3660, 4032, 11933, 1829, 8592, 4032, 6156, 3615, 6027, 10632, 37893, 5551, 7578, 28242, 10943, 16472, 2655, 10874, 3555, 49975, 8608, 3555, 3615, 9957, 8978, 9673, 18513, 3660, 13672, 7578, 8608, 2304, 5016, 21984, 16472, 7435, 5016, 31371, 4724, 3794, 11331, 1211, 8592, 20328, 5016, 5296, 28814, 22653, 16472, 2655, 44381, 30767, 2304, 26895, 2655, 4117, 10874, 16758, 2655, 13420], "avg_logprob": -0.26934522958028884, "compression_ratio": 1.937799043062201, "no_speech_prob": 0.0, "words": [{"start": 1417.92, "end": 1418.26, "word": "إذا", "probability": 0.728271484375}, {"start": 1418.26, "end": 1419.02, "word": " الأهداف", "probability": 0.979736328125}, {"start": 1419.02, "end": 1419.48, "word": " بدناش", "probability": 0.6378580729166666}, {"start": 1419.48, "end": 1419.72, "word": " بس", "probability": 0.9453125}, {"start": 1419.72, "end": 1420.02, "word": " نقول", "probability": 0.954345703125}, {"start": 1420.02, "end": 1420.44, "word": " اربحنا", "probability": 0.77276611328125}, {"start": 1420.44, "end": 1420.56, "word": " و", "probability": 0.98583984375}, {"start": 1420.56, "end": 1420.96, "word": " خلاص", "probability": 0.9099934895833334}, {"start": 1420.96, "end": 1421.84, "word": " بدنا", "probability": 0.7294921875}, {"start": 1421.84, "end": 1422.32, "word": " نعظم", "probability": 0.9632568359375}, {"start": 1422.32, "end": 1423.34, "word": " الأهداف", "probability": 0.9820556640625}, {"start": 1423.34, "end": 1423.98, "word": " إذا", "probability": 0.803466796875}, {"start": 1423.98, "end": 1424.36, "word": " نوصل", "probability": 0.8963216145833334}, {"start": 1424.36, "end": 1424.78, "word": " للأهداف", "probability": 0.8135986328125}, {"start": 1424.78, "end": 1424.94, "word": " زى", "probability": 0.736328125}, {"start": 1424.94, "end": 1424.98, "word": " ما", "probability": 0.9619140625}, {"start": 1424.98, "end": 1425.12, "word": " هو", "probability": 0.95751953125}, {"start": 1425.12, "end": 1425.48, "word": " حاكيلى", "probability": 0.71279296875}, {"start": 1425.48, "end": 1425.64, "word": " هنا", "probability": 0.9072265625}, {"start": 1425.64, "end": 1426.18, "word": " بكفاءة", "probability": 0.95224609375}, {"start": 1426.18, "end": 1426.28, "word": " و", "probability": 0.99462890625}, {"start": 1426.28, "end": 1426.92, "word": " فعالية", "probability": 0.6905517578125}, {"start": 1426.92, "end": 1428.64, "word": " بكفاءة", "probability": 0.95361328125}, {"start": 1428.64, "end": 1428.7, "word": " و", "probability": 0.98828125}, {"start": 1428.7, "end": 1428.96, "word": " إيش", "probability": 0.7625325520833334}, {"start": 1428.96, "end": 1429.12, "word": " و", "probability": 0.85205078125}, {"start": 1429.12, "end": 1429.7, "word": " فعالية", "probability": 0.9559326171875}, {"start": 1429.7, "end": 1430.02, "word": " مش", "probability": 0.779296875}, {"start": 1430.02, "end": 1430.28, "word": " أى", "probability": 0.6053466796875}, {"start": 1430.28, "end": 1430.76, "word": " كلام", "probability": 0.968505859375}, {"start": 1430.76, "end": 1432.4, "word": " انت", "probability": 0.6475830078125}, {"start": 1432.4, "end": 1432.68, "word": " جبتى", "probability": 0.8430989583333334}, {"start": 1432.68, "end": 1433.08, "word": " سبعين", "probability": 0.8692626953125}, {"start": 1433.08, "end": 1433.18, "word": " في", "probability": 0.7001953125}, {"start": 1433.18, "end": 1433.54, "word": " المادة", "probability": 0.9817708333333334}, {"start": 1433.54, "end": 1433.66, "word": " اللى", "probability": 0.780029296875}, {"start": 1433.66, "end": 1433.94, "word": " سمح", "probability": 0.7062174479166666}, {"start": 1433.94, "end": 1434.2, "word": " الله", "probability": 0.91259765625}, {"start": 1434.2, "end": 1435.48, "word": " انجحتي", "probability": 0.65301513671875}, {"start": 1435.48, "end": 1436.4, "word": " بس", "probability": 0.876953125}, {"start": 1436.4, "end": 1438.74, "word": " حلش", "probability": 0.36865234375}, {"start": 1438.74, "end": 1438.9, "word": " صح", "probability": 0.978759765625}, {"start": 1438.9, "end": 1439.12, "word": " لإني", "probability": 0.5359700520833334}, {"start": 1439.12, "end": 1439.4, "word": " انت", "probability": 0.39251708984375}, {"start": 1439.4, "end": 1440.48, "word": " لكن", "probability": 0.8232421875}, {"start": 1440.48, "end": 1441.0, "word": " زميلتك", "probability": 0.83955078125}, {"start": 1441.0, "end": 1441.2, "word": " جابت", "probability": 0.8447265625}, {"start": 1441.2, "end": 1441.62, "word": " 95", "probability": 0.63818359375}], "temperature": 1.0}, {"id": 55, "seek": 146832, "start": 1443.2, "end": 1468.32, "text": "في فرق و لا فيش فرق؟ في فرق إذا إحنا هنا بنشتغل في الإدارة عشان نوصل لأهداف المؤسسة ما نوصل عشان كلام شلفة يعني لأ نوصل بكفاءة و إيش و فعالية إذا مرة تانية؟ معلش عشان العدد قليل حتى اللي الأسد كره عليكوا يعني مافيش حاجة تانية نسأله فالله بعين ما المقصود بالإدارة؟", "tokens": [41185, 6156, 2288, 4587, 4032, 20193, 8978, 8592, 6156, 2288, 4587, 22807, 8978, 6156, 2288, 4587, 11933, 15730, 11933, 5016, 8315, 34105, 44945, 8592, 2655, 17082, 1211, 8978, 33688, 3215, 9640, 3660, 6225, 8592, 7649, 8717, 2407, 36520, 5296, 10721, 3224, 28259, 5172, 9673, 33604, 3794, 3794, 3660, 19446, 8717, 2407, 36520, 6225, 8592, 7649, 28242, 10943, 13412, 46538, 3660, 37495, 22653, 5296, 10721, 8717, 2407, 36520, 4724, 4117, 5172, 16606, 3660, 4032, 11933, 1829, 8592, 4032, 6156, 3615, 6027, 10632, 11933, 15730, 3714, 25720, 6055, 7649, 10632, 22807, 20449, 1211, 8592, 6225, 8592, 7649, 18863, 3215, 3215, 12174, 20292, 1211, 11331, 49975, 13672, 1829, 16247, 3794, 3215, 9122, 2288, 3224, 25894, 4117, 14407, 37495, 22653, 19446, 41185, 8592, 11331, 26108, 3660, 6055, 7649, 10632, 8717, 3794, 10721, 43761, 6156, 6027, 43761, 45030, 9957, 19446, 9673, 4587, 9381, 23328, 20666, 28814, 3215, 9640, 3660, 22807], "avg_logprob": -0.1939212296107044, "compression_ratio": 1.9586776859504131, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1443.2, "end": 1443.4, "word": "في", "probability": 0.646484375}, {"start": 1443.4, "end": 1443.64, "word": " فرق", "probability": 0.8709309895833334}, {"start": 1443.64, "end": 1443.72, "word": " و", "probability": 0.153564453125}, {"start": 1443.72, "end": 1443.78, "word": " لا", "probability": 0.9833984375}, {"start": 1443.78, "end": 1443.98, "word": " فيش", "probability": 0.6953125}, {"start": 1443.98, "end": 1444.6, "word": " فرق؟", "probability": 0.908203125}, {"start": 1444.6, "end": 1444.76, "word": " في", "probability": 0.64697265625}, {"start": 1444.76, "end": 1445.16, "word": " فرق", "probability": 0.9466145833333334}, {"start": 1445.16, "end": 1446.02, "word": " إذا", "probability": 0.655517578125}, {"start": 1446.02, "end": 1446.32, "word": " إحنا", "probability": 0.8561197916666666}, {"start": 1446.32, "end": 1446.5, "word": " هنا", "probability": 0.9189453125}, {"start": 1446.5, "end": 1446.96, "word": " بنشتغل", "probability": 0.80068359375}, {"start": 1446.96, "end": 1447.14, "word": " في", "probability": 0.9296875}, {"start": 1447.14, "end": 1447.54, "word": " الإدارة", "probability": 0.9891357421875}, {"start": 1447.54, "end": 1447.88, "word": " عشان", "probability": 0.9729817708333334}, {"start": 1447.88, "end": 1448.4, "word": " نوصل", "probability": 0.9827473958333334}, {"start": 1448.4, "end": 1449.42, "word": " لأهداف", "probability": 0.93095703125}, {"start": 1449.42, "end": 1450.02, "word": " المؤسسة", "probability": 0.89873046875}, {"start": 1450.02, "end": 1450.1, "word": " ما", "probability": 0.318115234375}, {"start": 1450.1, "end": 1450.3, "word": " نوصل", "probability": 0.95947265625}, {"start": 1450.3, "end": 1450.5, "word": " عشان", "probability": 0.9619140625}, {"start": 1450.5, "end": 1450.9, "word": " كلام", "probability": 0.65771484375}, {"start": 1450.9, "end": 1451.32, "word": " شلفة", "probability": 0.741943359375}, {"start": 1451.32, "end": 1451.64, "word": " يعني", "probability": 0.85302734375}, {"start": 1451.64, "end": 1451.92, "word": " لأ", "probability": 0.8740234375}, {"start": 1451.92, "end": 1452.76, "word": " نوصل", "probability": 0.9376627604166666}, {"start": 1452.76, "end": 1454.18, "word": " بكفاءة", "probability": 0.92646484375}, {"start": 1454.18, "end": 1454.28, "word": " و", "probability": 0.96875}, {"start": 1454.28, "end": 1454.62, "word": " إيش", "probability": 0.5908203125}, {"start": 1454.62, "end": 1454.96, "word": " و", "probability": 0.97607421875}, {"start": 1454.96, "end": 1455.56, "word": " فعالية", "probability": 0.77783203125}, {"start": 1455.56, "end": 1457.58, "word": " إذا", "probability": 0.93115234375}, {"start": 1457.58, "end": 1457.78, "word": " مرة", "probability": 0.928466796875}, {"start": 1457.78, "end": 1459.18, "word": " تانية؟", "probability": 0.8297119140625}, {"start": 1459.18, "end": 1459.82, "word": " معلش", "probability": 0.7216796875}, {"start": 1459.82, "end": 1460.02, "word": " عشان", "probability": 0.958984375}, {"start": 1460.02, "end": 1460.3, "word": " العدد", "probability": 0.8938802083333334}, {"start": 1460.3, "end": 1460.64, "word": " قليل", "probability": 0.9817708333333334}, {"start": 1460.64, "end": 1460.9, "word": " حتى", "probability": 0.698974609375}, {"start": 1460.9, "end": 1461.02, "word": " اللي", "probability": 0.56982421875}, {"start": 1461.02, "end": 1461.36, "word": " الأسد", "probability": 0.6787109375}, {"start": 1461.36, "end": 1461.7, "word": " كره", "probability": 0.73193359375}, {"start": 1461.7, "end": 1462.1, "word": " عليكوا", "probability": 0.7425130208333334}, {"start": 1462.1, "end": 1462.22, "word": " يعني", "probability": 0.917236328125}, {"start": 1462.22, "end": 1462.42, "word": " مافيش", "probability": 0.8600260416666666}, {"start": 1462.42, "end": 1462.56, "word": " حاجة", "probability": 0.7787272135416666}, {"start": 1462.56, "end": 1462.72, "word": " تانية", "probability": 0.9920247395833334}, {"start": 1462.72, "end": 1463.3, "word": " نسأله", "probability": 0.937255859375}, {"start": 1463.3, "end": 1464.66, "word": " فالله", "probability": 0.91162109375}, {"start": 1464.66, "end": 1465.04, "word": " بعين", "probability": 0.734619140625}, {"start": 1465.04, "end": 1466.48, "word": " ما", "probability": 0.84326171875}, {"start": 1466.48, "end": 1467.38, "word": " المقصود", "probability": 0.98876953125}, {"start": 1467.38, "end": 1468.32, "word": " بالإدارة؟", "probability": 0.9788411458333334}], "temperature": 1.0}, {"id": 56, "seek": 149543, "start": 1470.49, "end": 1495.43, "text": "والله هنا بدوش إدارة، إيش يعني؟ إستخدام الموارد اللي بتاعها ال 6 plus 2 يا عربي يا English يعني، ماينفعش 6 plus 2 أشياء اتناء الوقت والعلمات تحقيق أفضل أهداف بحساب وفعلي، ع طريق الوضع المفيد على الاستخدام اللي طبعا ووضعك طب إيش النتيجة النهائية؟", "tokens": [2407, 6027, 43761, 34105, 47525, 2407, 8592, 11933, 3215, 9640, 3660, 12399, 11933, 1829, 8592, 37495, 22653, 22807, 11933, 14851, 9778, 3215, 10943, 9673, 2407, 9640, 3215, 13672, 1829, 39894, 45761, 11296, 2423, 1386, 1804, 568, 35186, 6225, 2288, 21292, 35186, 3669, 37495, 22653, 12399, 19446, 9957, 5172, 3615, 8592, 1386, 1804, 568, 5551, 8592, 1829, 16606, 1975, 2655, 1863, 16606, 2423, 30543, 2655, 16070, 3615, 19528, 9307, 6055, 5016, 38436, 4587, 5551, 5172, 11242, 1211, 5551, 3224, 28259, 5172, 4724, 5016, 3794, 16758, 4032, 5172, 3615, 20292, 12399, 6225, 23032, 16572, 4587, 2423, 2407, 11242, 3615, 9673, 5172, 25708, 15844, 42963, 14851, 9778, 3215, 10943, 13672, 1829, 23032, 3555, 3615, 995, 4032, 2407, 11242, 3615, 4117, 23032, 3555, 11933, 1829, 8592, 28239, 31371, 7435, 3660, 28239, 3224, 16373, 10632, 22807], "avg_logprob": -0.4031723484848485, "compression_ratio": 1.75, "no_speech_prob": 0.0, "words": [{"start": 1470.49, "end": 1470.81, "word": "والله", "probability": 0.8717447916666666}, {"start": 1470.81, "end": 1470.95, "word": " هنا", "probability": 0.5263671875}, {"start": 1470.95, "end": 1471.25, "word": " بدوش", "probability": 0.721923828125}, {"start": 1471.25, "end": 1472.37, "word": " إدارة،", "probability": 0.87841796875}, {"start": 1472.37, "end": 1472.53, "word": " إيش", "probability": 0.9246419270833334}, {"start": 1472.53, "end": 1474.01, "word": " يعني؟", "probability": 0.8898111979166666}, {"start": 1474.01, "end": 1474.55, "word": " إستخدام", "probability": 0.649267578125}, {"start": 1474.55, "end": 1474.87, "word": " الموارد", "probability": 0.6539306640625}, {"start": 1474.87, "end": 1475.09, "word": " اللي", "probability": 0.833984375}, {"start": 1475.09, "end": 1475.41, "word": " بتاعها", "probability": 0.8522135416666666}, {"start": 1475.41, "end": 1475.55, "word": " ال", "probability": 0.67626953125}, {"start": 1475.55, "end": 1475.71, "word": " 6", "probability": 0.5322265625}, {"start": 1475.71, "end": 1476.59, "word": " plus", "probability": 0.385498046875}, {"start": 1476.59, "end": 1477.03, "word": " 2", "probability": 0.908203125}, {"start": 1477.03, "end": 1478.25, "word": " يا", "probability": 0.38525390625}, {"start": 1478.25, "end": 1478.61, "word": " عربي", "probability": 0.896484375}, {"start": 1478.61, "end": 1478.73, "word": " يا", "probability": 0.72265625}, {"start": 1478.73, "end": 1479.01, "word": " English", "probability": 0.951171875}, {"start": 1479.01, "end": 1479.31, "word": " يعني،", "probability": 0.8411458333333334}, {"start": 1479.31, "end": 1479.65, "word": " ماينفعش", "probability": 0.798828125}, {"start": 1479.65, "end": 1479.83, "word": " 6", "probability": 0.853515625}, {"start": 1479.83, "end": 1480.03, "word": " plus", "probability": 0.95263671875}, {"start": 1480.03, "end": 1480.31, "word": " 2", "probability": 0.9482421875}, {"start": 1480.31, "end": 1484.09, "word": " أشياء", "probability": 0.7738037109375}, {"start": 1484.09, "end": 1484.55, "word": " اتناء", "probability": 0.42401123046875}, {"start": 1484.55, "end": 1485.13, "word": " الوقت", "probability": 0.9762369791666666}, {"start": 1485.13, "end": 1486.39, "word": " والعلمات", "probability": 0.625823974609375}, {"start": 1486.39, "end": 1487.41, "word": " تحقيق", "probability": 0.537353515625}, {"start": 1487.41, "end": 1488.33, "word": " أفضل", "probability": 0.61138916015625}, {"start": 1488.33, "end": 1488.77, "word": " أهداف", "probability": 0.71728515625}, {"start": 1488.77, "end": 1489.11, "word": " بحساب", "probability": 0.498565673828125}, {"start": 1489.11, "end": 1489.89, "word": " وفعلي،", "probability": 0.6662109375}, {"start": 1489.89, "end": 1490.05, "word": " ع", "probability": 0.6533203125}, {"start": 1490.05, "end": 1491.01, "word": " طريق", "probability": 0.94384765625}, {"start": 1491.01, "end": 1491.43, "word": " الوضع", "probability": 0.7623291015625}, {"start": 1491.43, "end": 1491.71, "word": " المفيد", "probability": 0.4870198567708333}, {"start": 1491.71, "end": 1491.87, "word": " على", "probability": 0.253662109375}, {"start": 1491.87, "end": 1492.25, "word": " الاستخدام", "probability": 0.821337890625}, {"start": 1492.25, "end": 1492.33, "word": " اللي", "probability": 0.97265625}, {"start": 1492.33, "end": 1492.53, "word": " طبعا", "probability": 0.762176513671875}, {"start": 1492.53, "end": 1492.93, "word": " ووضعك", "probability": 0.783154296875}, {"start": 1492.93, "end": 1494.25, "word": " طب", "probability": 0.56719970703125}, {"start": 1494.25, "end": 1494.41, "word": " إيش", "probability": 0.8013509114583334}, {"start": 1494.41, "end": 1494.77, "word": " النتيجة", "probability": 0.8193359375}, {"start": 1494.77, "end": 1495.43, "word": " النهائية؟", "probability": 0.9693359375}], "temperature": 1.0}, {"id": 57, "seek": 152054, "start": 1496.96, "end": 1520.54, "text": "ممتاز شكرا، اذا الأخوات احنا ممكن نرسمها الـ 6Ms plus 2 عن طريق وظائف الإدارة الأربعة الوظائف الأربعة هيقدر لو وصلنا لإيش الهدف وقولنا هنا بدناهش هدف أي كلام بدنا هدف بكفاءة وفعلي", "tokens": [2304, 2304, 2655, 31377, 13412, 4117, 23557, 12399, 1975, 15730, 16247, 9778, 2407, 9307, 1975, 5016, 8315, 3714, 43020, 8717, 2288, 38251, 11296, 2423, 39184, 1386, 26386, 1804, 568, 18871, 23032, 16572, 4587, 4032, 19913, 16373, 5172, 33688, 3215, 9640, 3660, 16247, 25513, 27884, 2423, 2407, 19913, 16373, 5172, 16247, 25513, 27884, 39896, 28543, 2288, 45164, 4032, 36520, 8315, 5296, 28814, 1829, 8592, 2423, 3224, 3215, 5172, 4032, 39648, 8315, 34105, 47525, 8315, 3224, 8592, 8032, 3215, 5172, 36632, 28242, 10943, 47525, 8315, 8032, 3215, 5172, 4724, 4117, 5172, 16606, 3660, 4032, 5172, 3615, 20292], "avg_logprob": -0.22900389973074198, "compression_ratio": 1.6825396825396826, "no_speech_prob": 0.0, "words": [{"start": 1496.96, "end": 1497.54, "word": "ممتاز", "probability": 0.93212890625}, {"start": 1497.54, "end": 1498.1, "word": " شكرا،", "probability": 0.700927734375}, {"start": 1498.1, "end": 1498.2, "word": " اذا", "probability": 0.578369140625}, {"start": 1498.2, "end": 1498.7, "word": " الأخوات", "probability": 0.9124755859375}, {"start": 1498.7, "end": 1498.86, "word": " احنا", "probability": 0.8089192708333334}, {"start": 1498.86, "end": 1499.12, "word": " ممكن", "probability": 0.951904296875}, {"start": 1499.12, "end": 1499.72, "word": " نرسمها", "probability": 0.97705078125}, {"start": 1499.72, "end": 1500.52, "word": " الـ", "probability": 0.877685546875}, {"start": 1500.52, "end": 1501.2, "word": " 6Ms", "probability": 0.4439697265625}, {"start": 1501.2, "end": 1503.12, "word": " plus", "probability": 0.11676025390625}, {"start": 1503.12, "end": 1503.5, "word": " 2", "probability": 0.73681640625}, {"start": 1503.5, "end": 1504.8, "word": " عن", "probability": 0.79150390625}, {"start": 1504.8, "end": 1505.12, "word": " طريق", "probability": 0.9949544270833334}, {"start": 1505.12, "end": 1505.68, "word": " وظائف", "probability": 0.934326171875}, {"start": 1505.68, "end": 1506.34, "word": " الإدارة", "probability": 0.9769287109375}, {"start": 1506.34, "end": 1507.16, "word": " الأربعة", "probability": 0.80078125}, {"start": 1507.16, "end": 1508.62, "word": " الوظائف", "probability": 0.864013671875}, {"start": 1508.62, "end": 1511.18, "word": " الأربعة", "probability": 0.91796875}, {"start": 1511.18, "end": 1512.8, "word": " هيقدر", "probability": 0.6578776041666666}, {"start": 1512.8, "end": 1512.92, "word": " لو", "probability": 0.9912109375}, {"start": 1512.92, "end": 1513.28, "word": " وصلنا", "probability": 0.8172200520833334}, {"start": 1513.28, "end": 1513.78, "word": " لإيش", "probability": 0.69317626953125}, {"start": 1513.78, "end": 1514.78, "word": " الهدف", "probability": 0.986572265625}, {"start": 1514.78, "end": 1517.06, "word": " وقولنا", "probability": 0.6739908854166666}, {"start": 1517.06, "end": 1517.22, "word": " هنا", "probability": 0.93310546875}, {"start": 1517.22, "end": 1517.68, "word": " بدناهش", "probability": 0.59356689453125}, {"start": 1517.68, "end": 1517.96, "word": " هدف", "probability": 0.7811686197916666}, {"start": 1517.96, "end": 1518.14, "word": " أي", "probability": 0.5849609375}, {"start": 1518.14, "end": 1518.5, "word": " كلام", "probability": 0.97900390625}, {"start": 1518.5, "end": 1519.0, "word": " بدنا", "probability": 0.9306640625}, {"start": 1519.0, "end": 1519.24, "word": " هدف", "probability": 0.88916015625}, {"start": 1519.24, "end": 1519.92, "word": " بكفاءة", "probability": 0.975390625}, {"start": 1519.92, "end": 1520.54, "word": " وفعلي", "probability": 0.7708740234375}], "temperature": 1.0}, {"id": 58, "seek": 154803, "start": 1522.95, "end": 1548.03, "text": "أه هي نظام صحيح مدخلة عمالة مخالجات لأنها نظام إذا سحر ما المقصود بالمانجة طبعا أنا ماحكتش ماعنش .. شو معنى إدارة بال English؟ management بتذكرك بال manager إيش كمان؟ administration مش بتعرفوا ال admin؟ طيب administration", "tokens": [10721, 3224, 39896, 8717, 19913, 10943, 20328, 5016, 1829, 5016, 3714, 3215, 9778, 37977, 6225, 2304, 6027, 3660, 3714, 9778, 6027, 7435, 9307, 5296, 33456, 11296, 8717, 19913, 10943, 11933, 15730, 8608, 5016, 2288, 19446, 9673, 4587, 9381, 23328, 20666, 2304, 7649, 7435, 3660, 23032, 3555, 3615, 995, 41850, 19446, 5016, 4117, 2655, 8592, 19446, 3615, 1863, 8592, 4386, 13412, 2407, 20449, 1863, 7578, 11933, 3215, 9640, 3660, 20666, 3669, 22807, 4592, 39894, 8848, 37983, 4117, 20666, 6598, 11933, 1829, 8592, 9122, 2304, 7649, 22807, 7236, 37893, 39894, 3615, 28480, 14407, 2423, 24236, 22807, 23032, 1829, 3555, 7236], "avg_logprob": -0.27935605277918807, "compression_ratio": 1.5772727272727274, "no_speech_prob": 0.0, "words": [{"start": 1522.95, "end": 1523.23, "word": "أه", "probability": 0.4349365234375}, {"start": 1523.23, "end": 1523.31, "word": " هي", "probability": 0.65576171875}, {"start": 1523.31, "end": 1523.65, "word": " نظام", "probability": 0.9967447916666666}, {"start": 1523.65, "end": 1524.15, "word": " صحيح", "probability": 0.967529296875}, {"start": 1524.15, "end": 1524.65, "word": " مدخلة", "probability": 0.796142578125}, {"start": 1524.65, "end": 1524.89, "word": " عمالة", "probability": 0.825439453125}, {"start": 1524.89, "end": 1525.27, "word": " مخالجات", "probability": 0.65634765625}, {"start": 1525.27, "end": 1525.75, "word": " لأنها", "probability": 0.89990234375}, {"start": 1525.75, "end": 1526.19, "word": " نظام", "probability": 0.9983723958333334}, {"start": 1526.19, "end": 1527.37, "word": " إذا", "probability": 0.678466796875}, {"start": 1527.37, "end": 1527.87, "word": " سحر", "probability": 0.9208984375}, {"start": 1527.87, "end": 1528.03, "word": " ما", "probability": 0.76611328125}, {"start": 1528.03, "end": 1528.73, "word": " المقصود", "probability": 0.987548828125}, {"start": 1528.73, "end": 1529.21, "word": " بالمانجة", "probability": 0.57724609375}, {"start": 1529.21, "end": 1529.63, "word": " طبعا", "probability": 0.81597900390625}, {"start": 1529.63, "end": 1529.77, "word": " أنا", "probability": 0.65234375}, {"start": 1529.77, "end": 1530.23, "word": " ماحكتش", "probability": 0.91103515625}, {"start": 1530.23, "end": 1530.49, "word": " ماعنش", "probability": 0.64788818359375}, {"start": 1530.49, "end": 1530.59, "word": " ..", "probability": 0.33740234375}, {"start": 1530.59, "end": 1530.73, "word": " شو", "probability": 0.866943359375}, {"start": 1530.73, "end": 1531.01, "word": " معنى", "probability": 0.8688151041666666}, {"start": 1531.01, "end": 1531.35, "word": " إدارة", "probability": 0.90380859375}, {"start": 1531.35, "end": 1531.49, "word": " بال", "probability": 0.97802734375}, {"start": 1531.49, "end": 1532.59, "word": " English؟", "probability": 0.671630859375}, {"start": 1532.59, "end": 1534.21, "word": " management", "probability": 0.51416015625}, {"start": 1534.21, "end": 1536.87, "word": " بتذكرك", "probability": 0.6397705078125}, {"start": 1536.87, "end": 1536.99, "word": " بال", "probability": 0.95849609375}, {"start": 1536.99, "end": 1537.37, "word": " manager", "probability": 0.30859375}, {"start": 1537.37, "end": 1538.53, "word": " إيش", "probability": 0.70166015625}, {"start": 1538.53, "end": 1540.15, "word": " كمان؟", "probability": 0.916259765625}, {"start": 1540.15, "end": 1540.99, "word": " administration", "probability": 0.7255859375}, {"start": 1540.99, "end": 1545.49, "word": " مش", "probability": 0.85693359375}, {"start": 1545.49, "end": 1545.91, "word": " بتعرفوا", "probability": 0.8507080078125}, {"start": 1545.91, "end": 1545.97, "word": " ال", "probability": 0.98388671875}, {"start": 1545.97, "end": 1546.89, "word": " admin؟", "probability": 0.75048828125}, {"start": 1546.89, "end": 1547.37, "word": " طيب", "probability": 0.9593098958333334}, {"start": 1547.37, "end": 1548.03, "word": " administration", "probability": 0.66455078125}], "temperature": 1.0}, {"id": 59, "seek": 158056, "start": 1553.8, "end": 1580.56, "text": "السؤال للأخوة أنا سألت حاجة قبل سألت طالبة ماشي what means administration؟ آه وما ردش عينا قبل هيك مين هي دي؟ مش أنتم خالصين English السؤال بيقول شو يعني إدارة؟ ليش بتفكر؟ ما ترجموش جاوبوا بالعربي أنتوا قاعدين تفكروا تترجموا؟", "tokens": [6027, 3794, 33604, 6027, 24976, 10721, 9778, 2407, 3660, 41850, 8608, 10721, 1211, 2655, 11331, 26108, 3660, 12174, 36150, 8608, 10721, 1211, 2655, 23032, 6027, 49401, 3714, 33599, 1829, 437, 1355, 7236, 22807, 19753, 3224, 4032, 15042, 12602, 3215, 8592, 6225, 1829, 8315, 12174, 36150, 39896, 4117, 3714, 9957, 39896, 11778, 1829, 22807, 37893, 14739, 39237, 16490, 6027, 9381, 9957, 3669, 21136, 33604, 6027, 4724, 1829, 39648, 13412, 2407, 37495, 22653, 11933, 3215, 9640, 3660, 22807, 32239, 8592, 39894, 5172, 37983, 22807, 19446, 6055, 47341, 2304, 2407, 8592, 10874, 995, 37746, 14407, 20666, 3615, 2288, 21292, 14739, 2655, 14407, 12174, 995, 22488, 9957, 6055, 5172, 37983, 14407, 6055, 2655, 47341, 2304, 14407, 22807], "avg_logprob": -0.22203946662576576, "compression_ratio": 1.6282051282051282, "no_speech_prob": 0.0, "words": [{"start": 1553.8, "end": 1554.48, "word": "السؤال", "probability": 0.89599609375}, {"start": 1554.48, "end": 1554.98, "word": " للأخوة", "probability": 0.588818359375}, {"start": 1554.98, "end": 1555.22, "word": " أنا", "probability": 0.51220703125}, {"start": 1555.22, "end": 1555.48, "word": " سألت", "probability": 0.9117431640625}, {"start": 1555.48, "end": 1555.6, "word": " حاجة", "probability": 0.83837890625}, {"start": 1555.6, "end": 1555.88, "word": " قبل", "probability": 0.892578125}, {"start": 1555.88, "end": 1558.22, "word": " سألت", "probability": 0.8944091796875}, {"start": 1558.22, "end": 1558.68, "word": " طالبة", "probability": 0.97119140625}, {"start": 1558.68, "end": 1560.64, "word": " ماشي", "probability": 0.83984375}, {"start": 1560.64, "end": 1562.08, "word": " what", "probability": 0.417724609375}, {"start": 1562.08, "end": 1562.6, "word": " means", "probability": 0.927734375}, {"start": 1562.6, "end": 1565.02, "word": " administration؟", "probability": 0.72509765625}, {"start": 1565.02, "end": 1565.36, "word": " آه", "probability": 0.700927734375}, {"start": 1565.36, "end": 1565.58, "word": " وما", "probability": 0.3853759765625}, {"start": 1565.58, "end": 1565.8, "word": " ردش", "probability": 0.7594401041666666}, {"start": 1565.8, "end": 1565.96, "word": " عينا", "probability": 0.7879231770833334}, {"start": 1565.96, "end": 1566.18, "word": " قبل", "probability": 0.818115234375}, {"start": 1566.18, "end": 1566.54, "word": " هيك", "probability": 0.953125}, {"start": 1566.54, "end": 1567.22, "word": " مين", "probability": 0.7626953125}, {"start": 1567.22, "end": 1567.34, "word": " هي", "probability": 0.2301025390625}, {"start": 1567.34, "end": 1568.12, "word": " دي؟", "probability": 0.7991536458333334}, {"start": 1568.12, "end": 1573.14, "word": " مش", "probability": 0.56103515625}, {"start": 1573.14, "end": 1573.34, "word": " أنتم", "probability": 0.734619140625}, {"start": 1573.34, "end": 1573.76, "word": " خالصين", "probability": 0.84014892578125}, {"start": 1573.76, "end": 1574.1, "word": " English", "probability": 0.9736328125}, {"start": 1574.1, "end": 1574.54, "word": " السؤال", "probability": 0.9425455729166666}, {"start": 1574.54, "end": 1574.76, "word": " بيقول", "probability": 0.9055989583333334}, {"start": 1574.76, "end": 1574.88, "word": " شو", "probability": 0.89111328125}, {"start": 1574.88, "end": 1575.04, "word": " يعني", "probability": 0.944580078125}, {"start": 1575.04, "end": 1576.02, "word": " إدارة؟", "probability": 0.9216796875}, {"start": 1576.02, "end": 1576.16, "word": " ليش", "probability": 0.805419921875}, {"start": 1576.16, "end": 1576.66, "word": " بتفكر؟", "probability": 0.8096923828125}, {"start": 1576.66, "end": 1576.8, "word": " ما", "probability": 0.53076171875}, {"start": 1576.8, "end": 1577.44, "word": " ترجموش", "probability": 0.9240234375}, {"start": 1577.44, "end": 1577.76, "word": " جاوبوا", "probability": 0.75982666015625}, {"start": 1577.76, "end": 1578.24, "word": " بالعربي", "probability": 0.9755859375}, {"start": 1578.24, "end": 1579.32, "word": " أنتوا", "probability": 0.7091471354166666}, {"start": 1579.32, "end": 1579.46, "word": " قاعدين", "probability": 0.9664306640625}, {"start": 1579.46, "end": 1579.76, "word": " تفكروا", "probability": 0.9439697265625}, {"start": 1579.76, "end": 1580.56, "word": " تترجموا؟", "probability": 0.8992513020833334}], "temperature": 1.0}, {"id": 60, "seek": 161179, "start": 1582.43, "end": 1611.79, "text": "ما المقصود بالإدارة اللى هى شو معناه administration أو management طبعاً هى بتختلف اه بس احنا نحكي لسه بشكل عام ما عليكوا تعريف الإدارة قبل هيك يعني ممكن تكون الأنظمة القوانين الاستدارة مالكش انتو مش مصدمين هي تعريف لسه ماطلعناش منه هنبدأ نألف و نخترع الآن ما المقصود سيد سميرة ايه؟", "tokens": [15042, 9673, 4587, 9381, 23328, 20666, 28814, 3215, 9640, 3660, 13672, 7578, 8032, 7578, 13412, 2407, 20449, 8315, 3224, 7236, 34051, 4592, 23032, 3555, 3615, 995, 14111, 8032, 7578, 39894, 46456, 46538, 1975, 3224, 4724, 3794, 1975, 5016, 8315, 8717, 5016, 4117, 1829, 5296, 3794, 3224, 4724, 8592, 28820, 6225, 10943, 19446, 25894, 4117, 14407, 37279, 16572, 5172, 33688, 3215, 9640, 3660, 12174, 36150, 39896, 4117, 37495, 22653, 3714, 43020, 6055, 30544, 16247, 1863, 19913, 46007, 25062, 2407, 7649, 9957, 42963, 14851, 3215, 9640, 3660, 3714, 6027, 4117, 8592, 16472, 2655, 2407, 37893, 3714, 9381, 40448, 9957, 39896, 37279, 16572, 5172, 5296, 3794, 3224, 19446, 9566, 1211, 3615, 1863, 33599, 9154, 3224, 8032, 1863, 44510, 10721, 8717, 10721, 46538, 4032, 8717, 46456, 2288, 3615, 6024, 48506, 19446, 9673, 4587, 9381, 23328, 8608, 25708, 8608, 2304, 48923, 1975, 1829, 3224, 22807], "avg_logprob": -0.2774822585126187, "compression_ratio": 1.8007380073800738, "no_speech_prob": 0.0, "words": [{"start": 1582.43, "end": 1582.65, "word": "ما", "probability": 0.87451171875}, {"start": 1582.65, "end": 1583.41, "word": " المقصود", "probability": 0.9903564453125}, {"start": 1583.41, "end": 1584.17, "word": " بالإدارة", "probability": 0.7465576171875}, {"start": 1584.17, "end": 1584.47, "word": " اللى", "probability": 0.46240234375}, {"start": 1584.47, "end": 1584.79, "word": " هى", "probability": 0.787841796875}, {"start": 1584.79, "end": 1585.51, "word": " شو", "probability": 0.76123046875}, {"start": 1585.51, "end": 1585.97, "word": " معناه", "probability": 0.8361002604166666}, {"start": 1585.97, "end": 1586.77, "word": " administration", "probability": 0.62060546875}, {"start": 1586.77, "end": 1587.05, "word": " أو", "probability": 0.75390625}, {"start": 1587.05, "end": 1587.49, "word": " management", "probability": 0.88427734375}, {"start": 1587.49, "end": 1587.85, "word": " طبعاً", "probability": 0.81708984375}, {"start": 1587.85, "end": 1587.93, "word": " هى", "probability": 0.84130859375}, {"start": 1587.93, "end": 1588.53, "word": " بتختلف", "probability": 0.9879557291666666}, {"start": 1588.53, "end": 1589.63, "word": " اه", "probability": 0.6136474609375}, {"start": 1589.63, "end": 1589.87, "word": " بس", "probability": 0.974609375}, {"start": 1589.87, "end": 1590.11, "word": " احنا", "probability": 0.8541666666666666}, {"start": 1590.11, "end": 1590.69, "word": " نحكي", "probability": 0.946533203125}, {"start": 1590.69, "end": 1590.87, "word": " لسه", "probability": 0.95361328125}, {"start": 1590.87, "end": 1591.19, "word": " بشكل", "probability": 0.9920247395833334}, {"start": 1591.19, "end": 1591.43, "word": " عام", "probability": 0.99609375}, {"start": 1591.43, "end": 1592.77, "word": " ما", "probability": 0.7451171875}, {"start": 1592.77, "end": 1593.17, "word": " عليكوا", "probability": 0.71435546875}, {"start": 1593.17, "end": 1593.41, "word": " تعريف", "probability": 0.8577473958333334}, {"start": 1593.41, "end": 1593.67, "word": " الإدارة", "probability": 0.9786376953125}, {"start": 1593.67, "end": 1593.85, "word": " قبل", "probability": 0.796630859375}, {"start": 1593.85, "end": 1595.23, "word": " هيك", "probability": 0.8017578125}, {"start": 1595.23, "end": 1595.65, "word": " يعني", "probability": 0.51220703125}, {"start": 1595.65, "end": 1595.87, "word": " ممكن", "probability": 0.842529296875}, {"start": 1595.87, "end": 1596.19, "word": " تكون", "probability": 0.983642578125}, {"start": 1596.19, "end": 1596.79, "word": " الأنظمة", "probability": 0.9212646484375}, {"start": 1596.79, "end": 1597.59, "word": " القوانين", "probability": 0.734039306640625}, {"start": 1597.59, "end": 1598.99, "word": " الاستدارة", "probability": 0.6365478515625}, {"start": 1598.99, "end": 1601.05, "word": " مالكش", "probability": 0.38442230224609375}, {"start": 1601.05, "end": 1602.87, "word": " انتو", "probability": 0.5968424479166666}, {"start": 1602.87, "end": 1602.99, "word": " مش", "probability": 0.88818359375}, {"start": 1602.99, "end": 1604.01, "word": " مصدمين", "probability": 0.8848876953125}, {"start": 1604.01, "end": 1604.21, "word": " هي", "probability": 0.64111328125}, {"start": 1604.21, "end": 1604.89, "word": " تعريف", "probability": 0.7948404947916666}, {"start": 1604.89, "end": 1605.25, "word": " لسه", "probability": 0.744140625}, {"start": 1605.25, "end": 1605.81, "word": " ماطلعناش", "probability": 0.9076334635416666}, {"start": 1605.81, "end": 1606.23, "word": " منه", "probability": 0.9873046875}, {"start": 1606.23, "end": 1608.01, "word": " هنبدأ", "probability": 0.912109375}, {"start": 1608.01, "end": 1608.35, "word": " نألف", "probability": 0.7805989583333334}, {"start": 1608.35, "end": 1608.47, "word": " و", "probability": 0.99462890625}, {"start": 1608.47, "end": 1608.87, "word": " نخترع", "probability": 0.8707275390625}, {"start": 1608.87, "end": 1609.21, "word": " الآن", "probability": 0.747802734375}, {"start": 1609.21, "end": 1610.37, "word": " ما", "probability": 0.9384765625}, {"start": 1610.37, "end": 1610.81, "word": " المقصود", "probability": 0.9559326171875}, {"start": 1610.81, "end": 1611.01, "word": " سيد", "probability": 0.78955078125}, {"start": 1611.01, "end": 1611.33, "word": " سميرة", "probability": 0.70654296875}, {"start": 1611.33, "end": 1611.79, "word": " ايه؟", "probability": 0.70965576171875}], "temperature": 1.0}, {"id": 61, "seek": 163805, "start": 1622.17, "end": 1638.05, "text": "ممتاز شكرا وفاق ألأ ألأ شو هي وظائف الإدارة ممتاز تعالى نمسك وظائف الإدارة أول حاجة عندنا التخطيط", "tokens": [2304, 2304, 2655, 31377, 13412, 4117, 23557, 4032, 5172, 995, 4587, 5551, 1211, 10721, 5551, 1211, 10721, 13412, 2407, 39896, 4032, 19913, 16373, 5172, 33688, 3215, 9640, 3660, 3714, 2304, 2655, 31377, 37279, 6027, 7578, 8717, 2304, 3794, 4117, 4032, 19913, 16373, 5172, 33688, 3215, 9640, 3660, 5551, 12610, 11331, 26108, 3660, 43242, 8315, 16712, 9778, 9566, 1829, 9566], "avg_logprob": -0.17799478620290757, "compression_ratio": 1.5663716814159292, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1622.17, "end": 1623.25, "word": "ممتاز", "probability": 0.73468017578125}, {"start": 1623.25, "end": 1623.97, "word": " شكرا", "probability": 0.89501953125}, {"start": 1623.97, "end": 1626.21, "word": " وفاق", "probability": 0.825439453125}, {"start": 1626.21, "end": 1626.65, "word": " ألأ", "probability": 0.4463704427083333}, {"start": 1626.65, "end": 1627.81, "word": " ألأ", "probability": 0.8678385416666666}, {"start": 1627.81, "end": 1628.01, "word": " شو", "probability": 0.5474853515625}, {"start": 1628.01, "end": 1628.09, "word": " هي", "probability": 0.7978515625}, {"start": 1628.09, "end": 1628.41, "word": " وظائف", "probability": 0.9052734375}, {"start": 1628.41, "end": 1628.95, "word": " الإدارة", "probability": 0.9937744140625}, {"start": 1628.95, "end": 1631.37, "word": " ممتاز", "probability": 0.8145751953125}, {"start": 1631.37, "end": 1631.91, "word": " تعالى", "probability": 0.8616536458333334}, {"start": 1631.91, "end": 1632.19, "word": " نمسك", "probability": 0.98388671875}, {"start": 1632.19, "end": 1632.51, "word": " وظائف", "probability": 0.9791259765625}, {"start": 1632.51, "end": 1634.15, "word": " الإدارة", "probability": 0.9970703125}, {"start": 1634.15, "end": 1635.97, "word": " أول", "probability": 0.95703125}, {"start": 1635.97, "end": 1636.29, "word": " حاجة", "probability": 0.9866536458333334}, {"start": 1636.29, "end": 1636.83, "word": " عندنا", "probability": 0.896484375}, {"start": 1636.83, "end": 1638.05, "word": " التخطيط", "probability": 0.98154296875}], "temperature": 1.0}, {"id": 62, "seek": 166161, "start": 1638.97, "end": 1661.61, "text": "أحنا هناخده مع شكل إيش سريع بقى نفصل فيهم زي ما أحنا عايزين أول وظيفة من وظائف الإدارة ولا يسبقها أحد التخطيط مافيش حالة جابلها ما هم التخطيط شو معناه تخطيط بالإنجليش أو ترجمتها planning plan خطة إذا ال noun planning", "tokens": [10721, 5016, 8315, 8032, 1863, 47283, 3215, 3224, 20449, 13412, 28820, 11933, 1829, 8592, 8608, 16572, 3615, 4724, 4587, 7578, 8717, 5172, 36520, 8978, 16095, 30767, 1829, 19446, 5551, 5016, 8315, 6225, 47302, 11622, 9957, 5551, 12610, 4032, 19913, 33911, 3660, 9154, 4032, 19913, 16373, 5172, 33688, 3215, 9640, 3660, 49429, 7251, 35457, 4587, 11296, 5551, 24401, 16712, 9778, 9566, 1829, 9566, 19446, 41185, 8592, 11331, 6027, 3660, 10874, 16758, 1211, 11296, 19446, 8032, 2304, 16712, 9778, 9566, 1829, 9566, 13412, 2407, 20449, 8315, 3224, 6055, 9778, 9566, 1829, 9566, 20666, 28814, 1863, 7435, 20292, 8592, 34051, 6055, 47341, 2304, 2655, 11296, 5038, 1393, 16490, 9566, 3660, 11933, 15730, 2423, 23307, 5038], "avg_logprob": -0.1975940223288747, "compression_ratio": 1.7440758293838863, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1638.97, "end": 1639.27, "word": "أحنا", "probability": 0.7431640625}, {"start": 1639.27, "end": 1639.71, "word": " هناخده", "probability": 0.795263671875}, {"start": 1639.71, "end": 1639.83, "word": " مع", "probability": 0.76806640625}, {"start": 1639.83, "end": 1640.19, "word": " شكل", "probability": 0.98046875}, {"start": 1640.19, "end": 1640.53, "word": " إيش", "probability": 0.6673990885416666}, {"start": 1640.53, "end": 1641.03, "word": " سريع", "probability": 0.9182942708333334}, {"start": 1641.03, "end": 1641.49, "word": " بقى", "probability": 0.6627604166666666}, {"start": 1641.49, "end": 1641.97, "word": " نفصل", "probability": 0.568115234375}, {"start": 1641.97, "end": 1642.19, "word": " فيهم", "probability": 0.907958984375}, {"start": 1642.19, "end": 1642.33, "word": " زي", "probability": 0.878173828125}, {"start": 1642.33, "end": 1642.41, "word": " ما", "probability": 0.93994140625}, {"start": 1642.41, "end": 1642.51, "word": " أحنا", "probability": 0.7583821614583334}, {"start": 1642.51, "end": 1642.91, "word": " عايزين", "probability": 0.9595947265625}, {"start": 1642.91, "end": 1644.15, "word": " أول", "probability": 0.918701171875}, {"start": 1644.15, "end": 1644.63, "word": " وظيفة", "probability": 0.9896240234375}, {"start": 1644.63, "end": 1644.75, "word": " من", "probability": 0.97265625}, {"start": 1644.75, "end": 1645.13, "word": " وظائف", "probability": 0.9527587890625}, {"start": 1645.13, "end": 1645.67, "word": " الإدارة", "probability": 0.9921875}, {"start": 1645.67, "end": 1645.91, "word": " ولا", "probability": 0.72021484375}, {"start": 1645.91, "end": 1646.53, "word": " يسبقها", "probability": 0.9857177734375}, {"start": 1646.53, "end": 1646.81, "word": " أحد", "probability": 0.938720703125}, {"start": 1646.81, "end": 1647.49, "word": " التخطيط", "probability": 0.96240234375}, {"start": 1647.49, "end": 1649.07, "word": " مافيش", "probability": 0.87890625}, {"start": 1649.07, "end": 1649.29, "word": " حالة", "probability": 0.7667643229166666}, {"start": 1649.29, "end": 1649.91, "word": " جابلها", "probability": 0.9603271484375}, {"start": 1649.91, "end": 1653.49, "word": " ما", "probability": 0.84716796875}, {"start": 1653.49, "end": 1653.69, "word": " هم", "probability": 0.57080078125}, {"start": 1653.69, "end": 1654.25, "word": " التخطيط", "probability": 0.9869140625}, {"start": 1654.25, "end": 1654.37, "word": " شو", "probability": 0.664306640625}, {"start": 1654.37, "end": 1654.55, "word": " معناه", "probability": 0.8763020833333334}, {"start": 1654.55, "end": 1654.77, "word": " تخطيط", "probability": 0.8556640625}, {"start": 1654.77, "end": 1655.23, "word": " بالإنجليش", "probability": 0.8057047526041666}, {"start": 1655.23, "end": 1655.37, "word": " أو", "probability": 0.8681640625}, {"start": 1655.37, "end": 1655.99, "word": " ترجمتها", "probability": 0.95458984375}, {"start": 1655.99, "end": 1657.05, "word": " planning", "probability": 0.60546875}, {"start": 1657.05, "end": 1658.49, "word": " plan", "probability": 0.42431640625}, {"start": 1658.49, "end": 1659.81, "word": " خطة", "probability": 0.97509765625}, {"start": 1659.81, "end": 1660.59, "word": " إذا", "probability": 0.587158203125}, {"start": 1660.59, "end": 1660.73, "word": " ال", "probability": 0.53955078125}, {"start": 1660.73, "end": 1661.01, "word": " noun", "probability": 0.92626953125}, {"start": 1661.01, "end": 1661.61, "word": " planning", "probability": 0.9541015625}], "temperature": 1.0}, {"id": 63, "seek": 169919, "start": 1669.83, "end": 1699.19, "text": "معلش كابتع اللي اسمه مع بعض ما هو التخطيط فضلي هنا إذا الماضي اللي هو زمان زمان ماشي دراسي الحاضر اللي هو اليوم عشان إيش؟ عشان ال future أو المستقبل إذا استقراء الماضي", "tokens": [2304, 3615, 1211, 8592, 9122, 16758, 2655, 3615, 13672, 1829, 24525, 2304, 3224, 20449, 45030, 11242, 19446, 31439, 16712, 9778, 9566, 1829, 9566, 6156, 11242, 20292, 34105, 11933, 15730, 9673, 46958, 1829, 13672, 1829, 31439, 30767, 2304, 7649, 30767, 2304, 7649, 3714, 33599, 1829, 11778, 23557, 3794, 1829, 21542, 46958, 2288, 13672, 1829, 31439, 45595, 20498, 6225, 8592, 7649, 11933, 1829, 8592, 22807, 6225, 8592, 7649, 2423, 2027, 34051, 9673, 14851, 4587, 36150, 11933, 15730, 44713, 4587, 2288, 16606, 9673, 46958, 1829], "avg_logprob": -0.2046310276870268, "compression_ratio": 1.8159509202453987, "no_speech_prob": 0.0, "words": [{"start": 1669.83, "end": 1670.21, "word": "معلش", "probability": 0.75537109375}, {"start": 1670.21, "end": 1670.55, "word": " كابتع", "probability": 0.408721923828125}, {"start": 1670.55, "end": 1670.61, "word": " اللي", "probability": 0.783203125}, {"start": 1670.61, "end": 1670.83, "word": " اسمه", "probability": 0.6317545572916666}, {"start": 1670.83, "end": 1670.95, "word": " مع", "probability": 0.98876953125}, {"start": 1670.95, "end": 1671.25, "word": " بعض", "probability": 0.99462890625}, {"start": 1671.25, "end": 1674.23, "word": " ما", "probability": 0.845703125}, {"start": 1674.23, "end": 1674.51, "word": " هو", "probability": 0.9521484375}, {"start": 1674.51, "end": 1675.51, "word": " التخطيط", "probability": 0.97939453125}, {"start": 1675.51, "end": 1678.35, "word": " فضلي", "probability": 0.6736653645833334}, {"start": 1678.35, "end": 1678.69, "word": " هنا", "probability": 0.9638671875}, {"start": 1678.69, "end": 1683.95, "word": " إذا", "probability": 0.53839111328125}, {"start": 1683.95, "end": 1684.59, "word": " الماضي", "probability": 0.9716796875}, {"start": 1684.59, "end": 1684.79, "word": " اللي", "probability": 0.873046875}, {"start": 1684.79, "end": 1684.89, "word": " هو", "probability": 0.98876953125}, {"start": 1684.89, "end": 1685.39, "word": " زمان", "probability": 0.9752604166666666}, {"start": 1685.39, "end": 1686.61, "word": " زمان", "probability": 0.8258463541666666}, {"start": 1686.61, "end": 1687.95, "word": " ماشي", "probability": 0.8802083333333334}, {"start": 1687.95, "end": 1688.91, "word": " دراسي", "probability": 0.80511474609375}, {"start": 1688.91, "end": 1689.53, "word": " الحاضر", "probability": 0.97216796875}, {"start": 1689.53, "end": 1690.09, "word": " اللي", "probability": 0.96533203125}, {"start": 1690.09, "end": 1690.17, "word": " هو", "probability": 0.98779296875}, {"start": 1690.17, "end": 1690.59, "word": " اليوم", "probability": 0.98779296875}, {"start": 1690.59, "end": 1692.99, "word": " عشان", "probability": 0.98291015625}, {"start": 1692.99, "end": 1693.89, "word": " إيش؟", "probability": 0.768798828125}, {"start": 1693.89, "end": 1694.69, "word": " عشان", "probability": 0.9851888020833334}, {"start": 1694.69, "end": 1694.83, "word": " ال", "probability": 0.84033203125}, {"start": 1694.83, "end": 1695.23, "word": " future", "probability": 0.98095703125}, {"start": 1695.23, "end": 1695.65, "word": " أو", "probability": 0.716796875}, {"start": 1695.65, "end": 1696.97, "word": " المستقبل", "probability": 0.973876953125}, {"start": 1696.97, "end": 1698.17, "word": " إذا", "probability": 0.9296875}, {"start": 1698.17, "end": 1698.67, "word": " استقراء", "probability": 0.7958984375}, {"start": 1698.67, "end": 1699.19, "word": " الماضي", "probability": 0.9886067708333334}], "temperature": 1.0}, {"id": 64, "seek": 172726, "start": 1700.76, "end": 1727.26, "text": "أيام زمان، أيام الشباب عشان ندرس اليوم، عشان نقدر نعرف إيش هيصير في إيش في المستقبل ليش؟ بالوصول لهدف كل حاجة على فكرة في التعرفات هتنتهي بالوصول لهدفنا إذا استقراء الماضي معناه ما هو الماضي؟ أين كنا .. كنا ماضي؟ أين نحن؟", "tokens": [10721, 1829, 10943, 30767, 2304, 7649, 12399, 36632, 10943, 25124, 3555, 16758, 6225, 8592, 7649, 8717, 3215, 2288, 3794, 45595, 20498, 12399, 6225, 8592, 7649, 8717, 28543, 2288, 8717, 3615, 28480, 11933, 1829, 8592, 39896, 9381, 13546, 8978, 11933, 1829, 8592, 8978, 9673, 14851, 4587, 36150, 32239, 8592, 22807, 20666, 2407, 9381, 12610, 46740, 3215, 5172, 28242, 11331, 26108, 3660, 15844, 6156, 4117, 25720, 8978, 16712, 3615, 28480, 9307, 8032, 2655, 29399, 3224, 1829, 20666, 2407, 9381, 12610, 46740, 3215, 5172, 8315, 11933, 15730, 44713, 4587, 2288, 16606, 9673, 46958, 1829, 20449, 8315, 3224, 19446, 31439, 9673, 46958, 1829, 22807, 5551, 9957, 9122, 8315, 4386, 9122, 8315, 3714, 46958, 1829, 22807, 5551, 9957, 8717, 5016, 1863, 22807], "avg_logprob": -0.14936440526428868, "compression_ratio": 1.9850746268656716, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1700.76, "end": 1701.14, "word": "أيام", "probability": 0.9724934895833334}, {"start": 1701.14, "end": 1701.56, "word": " زمان،", "probability": 0.72674560546875}, {"start": 1701.56, "end": 1701.74, "word": " أيام", "probability": 0.8935546875}, {"start": 1701.74, "end": 1702.18, "word": " الشباب", "probability": 0.9939778645833334}, {"start": 1702.18, "end": 1703.48, "word": " عشان", "probability": 0.8460286458333334}, {"start": 1703.48, "end": 1703.9, "word": " ندرس", "probability": 0.9776611328125}, {"start": 1703.9, "end": 1704.6, "word": " اليوم،", "probability": 0.81201171875}, {"start": 1704.6, "end": 1704.82, "word": " عشان", "probability": 0.9928385416666666}, {"start": 1704.82, "end": 1705.08, "word": " نقدر", "probability": 0.8878580729166666}, {"start": 1705.08, "end": 1705.28, "word": " نعرف", "probability": 0.8819986979166666}, {"start": 1705.28, "end": 1705.42, "word": " إيش", "probability": 0.6693115234375}, {"start": 1705.42, "end": 1705.76, "word": " هيصير", "probability": 0.7508138020833334}, {"start": 1705.76, "end": 1705.92, "word": " في", "probability": 0.85693359375}, {"start": 1705.92, "end": 1706.24, "word": " إيش", "probability": 0.803466796875}, {"start": 1706.24, "end": 1706.8, "word": " في", "probability": 0.85791015625}, {"start": 1706.8, "end": 1707.48, "word": " المستقبل", "probability": 0.9910888671875}, {"start": 1707.48, "end": 1710.72, "word": " ليش؟", "probability": 0.8693033854166666}, {"start": 1710.72, "end": 1711.18, "word": " بالوصول", "probability": 0.956298828125}, {"start": 1711.18, "end": 1711.62, "word": " لهدف", "probability": 0.9440104166666666}, {"start": 1711.62, "end": 1712.34, "word": " كل", "probability": 0.53515625}, {"start": 1712.34, "end": 1712.58, "word": " حاجة", "probability": 0.9970703125}, {"start": 1712.58, "end": 1712.68, "word": " على", "probability": 0.80908203125}, {"start": 1712.68, "end": 1712.9, "word": " فكرة", "probability": 0.92822265625}, {"start": 1712.9, "end": 1713.04, "word": " في", "probability": 0.9560546875}, {"start": 1713.04, "end": 1713.4, "word": " التعرفات", "probability": 0.9466552734375}, {"start": 1713.4, "end": 1713.9, "word": " هتنتهي", "probability": 0.945703125}, {"start": 1713.9, "end": 1714.58, "word": " بالوصول", "probability": 0.97314453125}, {"start": 1714.58, "end": 1715.78, "word": " لهدفنا", "probability": 0.9813232421875}, {"start": 1715.78, "end": 1716.82, "word": " إذا", "probability": 0.780517578125}, {"start": 1716.82, "end": 1717.36, "word": " استقراء", "probability": 0.8372802734375}, {"start": 1717.36, "end": 1717.82, "word": " الماضي", "probability": 0.9884440104166666}, {"start": 1717.82, "end": 1718.26, "word": " معناه", "probability": 0.87841796875}, {"start": 1718.26, "end": 1718.44, "word": " ما", "probability": 0.8916015625}, {"start": 1718.44, "end": 1718.64, "word": " هو", "probability": 0.8701171875}, {"start": 1718.64, "end": 1719.38, "word": " الماضي؟", "probability": 0.885009765625}, {"start": 1719.38, "end": 1719.72, "word": " أين", "probability": 0.859619140625}, {"start": 1719.72, "end": 1721.68, "word": " كنا", "probability": 0.974609375}, {"start": 1721.68, "end": 1721.96, "word": " ..", "probability": 0.281494140625}, {"start": 1721.96, "end": 1723.22, "word": " كنا", "probability": 0.92626953125}, {"start": 1723.22, "end": 1725.44, "word": " ماضي؟", "probability": 0.8104248046875}, {"start": 1725.44, "end": 1725.82, "word": " أين", "probability": 0.931884765625}, {"start": 1725.82, "end": 1727.26, "word": " نحن؟", "probability": 0.9188232421875}], "temperature": 1.0}, {"id": 65, "seek": 175009, "start": 1729.75, "end": 1750.09, "text": "اليوم يعني أين سنكون مستقبل؟ إذا أين كنا الماضي؟ ماشي أين نحن؟ طب احنا اليوم وصلنا؟ والله انا اليوم طالبة ماجستيرا طب بعد خمس سنين؟ هكون خلصت", "tokens": [6027, 1829, 20498, 37495, 22653, 5551, 9957, 8608, 1863, 30544, 3714, 14851, 4587, 36150, 22807, 11933, 15730, 5551, 9957, 9122, 8315, 9673, 46958, 1829, 22807, 3714, 33599, 1829, 5551, 9957, 8717, 5016, 1863, 22807, 23032, 3555, 1975, 5016, 8315, 45595, 20498, 4032, 36520, 8315, 22807, 16070, 43761, 1975, 8315, 45595, 20498, 23032, 6027, 49401, 3714, 26108, 14851, 13546, 995, 23032, 3555, 39182, 16490, 2304, 3794, 8608, 1863, 9957, 22807, 8032, 30544, 16490, 1211, 9381, 2655], "avg_logprob": -0.19305099390055003, "compression_ratio": 1.7297297297297298, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1729.75, "end": 1730.15, "word": "اليوم", "probability": 0.8567708333333334}, {"start": 1730.15, "end": 1730.85, "word": " يعني", "probability": 0.93994140625}, {"start": 1730.85, "end": 1731.67, "word": " أين", "probability": 0.6585693359375}, {"start": 1731.67, "end": 1732.59, "word": " سنكون", "probability": 0.9814453125}, {"start": 1732.59, "end": 1735.91, "word": " مستقبل؟", "probability": 0.81572265625}, {"start": 1735.91, "end": 1736.11, "word": " إذا", "probability": 0.4683837890625}, {"start": 1736.11, "end": 1736.41, "word": " أين", "probability": 0.919921875}, {"start": 1736.41, "end": 1736.89, "word": " كنا", "probability": 0.99462890625}, {"start": 1736.89, "end": 1739.83, "word": " الماضي؟", "probability": 0.9188232421875}, {"start": 1739.83, "end": 1740.27, "word": " ماشي", "probability": 0.83544921875}, {"start": 1740.27, "end": 1741.07, "word": " أين", "probability": 0.81591796875}, {"start": 1741.07, "end": 1741.75, "word": " نحن؟", "probability": 0.9564208984375}, {"start": 1741.75, "end": 1741.99, "word": " طب", "probability": 0.934326171875}, {"start": 1741.99, "end": 1742.15, "word": " احنا", "probability": 0.81689453125}, {"start": 1742.15, "end": 1742.31, "word": " اليوم", "probability": 0.979248046875}, {"start": 1742.31, "end": 1744.61, "word": " وصلنا؟", "probability": 0.66070556640625}, {"start": 1744.61, "end": 1744.89, "word": " والله", "probability": 0.918212890625}, {"start": 1744.89, "end": 1745.07, "word": " انا", "probability": 0.7071533203125}, {"start": 1745.07, "end": 1745.31, "word": " اليوم", "probability": 0.97900390625}, {"start": 1745.31, "end": 1745.59, "word": " طالبة", "probability": 0.8492838541666666}, {"start": 1745.59, "end": 1746.33, "word": " ماجستيرا", "probability": 0.7837890625}, {"start": 1746.33, "end": 1747.69, "word": " طب", "probability": 0.852294921875}, {"start": 1747.69, "end": 1747.83, "word": " بعد", "probability": 0.97216796875}, {"start": 1747.83, "end": 1748.07, "word": " خمس", "probability": 0.8258463541666666}, {"start": 1748.07, "end": 1748.67, "word": " سنين؟", "probability": 0.917724609375}, {"start": 1748.67, "end": 1749.55, "word": " هكون", "probability": 0.79833984375}, {"start": 1749.55, "end": 1750.09, "word": " خلصت", "probability": 0.9866943359375}], "temperature": 1.0}, {"id": 66, "seek": 177755, "start": 1750.71, "end": 1777.55, "text": "أو بعد تلسة سنة ما أتحكوا نخلصها إذا الماضي والحاضر والمستقبل للوصول لهدف معين بنسميه التخطيط بنسميه H التخطيط إذا ما هو التخطيط استقراء الماضي دراسة الحاضر التنبؤ بالـH بالمستقبل يعني إن الطالب جايب في توجيهي 99% هي اليوم في الجامعة", "tokens": [10721, 2407, 39182, 6055, 1211, 3794, 3660, 8608, 1863, 3660, 19446, 5551, 2655, 5016, 4117, 14407, 8717, 9778, 1211, 9381, 11296, 11933, 15730, 9673, 46958, 1829, 16070, 5016, 46958, 2288, 16070, 2304, 14851, 4587, 36150, 24976, 2407, 9381, 12610, 46740, 3215, 5172, 20449, 9957, 44945, 38251, 1829, 3224, 16712, 9778, 9566, 1829, 9566, 44945, 38251, 1829, 3224, 389, 16712, 9778, 9566, 1829, 9566, 11933, 15730, 19446, 31439, 16712, 9778, 9566, 1829, 9566, 44713, 4587, 2288, 16606, 9673, 46958, 1829, 11778, 23557, 3794, 3660, 21542, 46958, 2288, 16712, 1863, 3555, 33604, 20666, 39184, 39, 20666, 2304, 14851, 4587, 36150, 37495, 22653, 36145, 41950, 6027, 3555, 10874, 47302, 3555, 8978, 6055, 29245, 1829, 3224, 1829, 11803, 4, 39896, 45595, 20498, 8978, 25724, 10943, 27884], "avg_logprob": -0.21074695679230418, "compression_ratio": 1.9765258215962442, "no_speech_prob": 0.0, "words": [{"start": 1750.71, "end": 1750.97, "word": "أو", "probability": 0.937744140625}, {"start": 1750.97, "end": 1751.13, "word": " بعد", "probability": 0.89306640625}, {"start": 1751.13, "end": 1751.37, "word": " تلسة", "probability": 0.6571044921875}, {"start": 1751.37, "end": 1751.49, "word": " سنة", "probability": 0.830078125}, {"start": 1751.49, "end": 1751.59, "word": " ما", "probability": 0.33349609375}, {"start": 1751.59, "end": 1751.73, "word": " أتحكوا", "probability": 0.652587890625}, {"start": 1751.73, "end": 1752.35, "word": " نخلصها", "probability": 0.746630859375}, {"start": 1752.35, "end": 1753.07, "word": " إذا", "probability": 0.755615234375}, {"start": 1753.07, "end": 1753.89, "word": " الماضي", "probability": 0.7433268229166666}, {"start": 1753.89, "end": 1754.59, "word": " والحاضر", "probability": 0.8974609375}, {"start": 1754.59, "end": 1755.39, "word": " والمستقبل", "probability": 0.9609375}, {"start": 1755.39, "end": 1756.35, "word": " للوصول", "probability": 0.9737548828125}, {"start": 1756.35, "end": 1756.75, "word": " لهدف", "probability": 0.9435221354166666}, {"start": 1756.75, "end": 1757.13, "word": " معين", "probability": 0.97802734375}, {"start": 1757.13, "end": 1757.63, "word": " بنسميه", "probability": 0.9163818359375}, {"start": 1757.63, "end": 1758.07, "word": " التخطيط", "probability": 0.9498046875}, {"start": 1758.07, "end": 1758.87, "word": " بنسميه", "probability": 0.881591796875}, {"start": 1758.87, "end": 1759.11, "word": " H", "probability": 0.10406494140625}, {"start": 1759.11, "end": 1760.53, "word": " التخطيط", "probability": 0.9263671875}, {"start": 1760.53, "end": 1761.33, "word": " إذا", "probability": 0.894775390625}, {"start": 1761.33, "end": 1761.45, "word": " ما", "probability": 0.955078125}, {"start": 1761.45, "end": 1761.55, "word": " هو", "probability": 0.89013671875}, {"start": 1761.55, "end": 1762.19, "word": " التخطيط", "probability": 0.98740234375}, {"start": 1762.19, "end": 1762.95, "word": " استقراء", "probability": 0.86865234375}, {"start": 1762.95, "end": 1763.79, "word": " الماضي", "probability": 0.9866536458333334}, {"start": 1763.79, "end": 1764.85, "word": " دراسة", "probability": 0.859619140625}, {"start": 1764.85, "end": 1765.35, "word": " الحاضر", "probability": 0.9825846354166666}, {"start": 1765.35, "end": 1766.57, "word": " التنبؤ", "probability": 0.7591552734375}, {"start": 1766.57, "end": 1767.11, "word": " بالـH", "probability": 0.6024576822916666}, {"start": 1767.11, "end": 1768.37, "word": " بالمستقبل", "probability": 0.90703125}, {"start": 1768.37, "end": 1769.21, "word": " يعني", "probability": 0.935546875}, {"start": 1769.21, "end": 1769.43, "word": " إن", "probability": 0.307861328125}, {"start": 1769.43, "end": 1769.83, "word": " الطالب", "probability": 0.8992513020833334}, {"start": 1769.83, "end": 1770.13, "word": " جايب", "probability": 0.6909993489583334}, {"start": 1770.13, "end": 1770.23, "word": " في", "probability": 0.407470703125}, {"start": 1770.23, "end": 1771.23, "word": " توجيهي", "probability": 0.84580078125}, {"start": 1771.23, "end": 1774.35, "word": " 99", "probability": 0.5791015625}, {"start": 1774.35, "end": 1774.99, "word": "%", "probability": 0.9521484375}, {"start": 1774.99, "end": 1776.65, "word": " هي", "probability": 0.7509765625}, {"start": 1776.65, "end": 1776.91, "word": " اليوم", "probability": 0.9794921875}, {"start": 1776.91, "end": 1777.05, "word": " في", "probability": 0.97607421875}, {"start": 1777.05, "end": 1777.55, "word": " الجامعة", "probability": 0.9938151041666666}], "temperature": 1.0}, {"id": 67, "seek": 180047, "start": 1778.51, "end": 1800.47, "text": "قدرش أنا بناء عن عمضيها بتوقع أنها تتخرج أنها تبقى حافظة على معدلها ومستوها و تتخرج بامتياز ماشي مبيعات الشركة في السابق كانت 100 ألف واحدة اليوم نزلين 80 ألف واحدة لو بدى أخطط لازم أفكر إنه مش مالهم يزيدوا", "tokens": [28543, 2288, 8592, 41850, 44945, 16606, 18871, 6225, 2304, 11242, 1829, 11296, 39894, 30543, 3615, 14739, 11296, 6055, 2655, 34740, 7435, 14739, 11296, 6055, 3555, 4587, 7578, 11331, 31845, 19913, 3660, 15844, 3714, 22488, 1211, 11296, 4032, 2304, 14851, 2407, 11296, 4032, 6055, 2655, 34740, 7435, 4724, 10943, 31371, 31377, 3714, 33599, 1829, 3714, 21292, 3615, 9307, 25124, 31747, 3660, 8978, 21136, 16758, 4587, 25961, 2655, 2319, 5551, 46538, 36764, 24401, 3660, 45595, 20498, 8717, 11622, 1211, 9957, 4688, 5551, 46538, 36764, 24401, 3660, 45164, 47525, 7578, 5551, 9778, 9566, 9566, 5296, 31377, 2304, 5551, 5172, 37983, 36145, 3224, 37893, 3714, 6027, 16095, 7251, 11622, 25708, 14407], "avg_logprob": -0.27676503277487224, "compression_ratio": 1.7777777777777777, "no_speech_prob": 0.0, "words": [{"start": 1778.51, "end": 1779.11, "word": "قدرش", "probability": 0.2627766927083333}, {"start": 1779.11, "end": 1779.31, "word": " أنا", "probability": 0.79296875}, {"start": 1779.31, "end": 1779.59, "word": " بناء", "probability": 0.87548828125}, {"start": 1779.59, "end": 1779.69, "word": " عن", "probability": 0.2459716796875}, {"start": 1779.69, "end": 1780.09, "word": " عمضيها", "probability": 0.8892578125}, {"start": 1780.09, "end": 1780.53, "word": " بتوقع", "probability": 0.8751627604166666}, {"start": 1780.53, "end": 1780.65, "word": " أنها", "probability": 0.7333984375}, {"start": 1780.65, "end": 1781.27, "word": " تتخرج", "probability": 0.93359375}, {"start": 1781.27, "end": 1783.47, "word": " أنها", "probability": 0.6798095703125}, {"start": 1783.47, "end": 1783.65, "word": " تبقى", "probability": 0.871826171875}, {"start": 1783.65, "end": 1784.19, "word": " حافظة", "probability": 0.887451171875}, {"start": 1784.19, "end": 1784.27, "word": " على", "probability": 0.1744384765625}, {"start": 1784.27, "end": 1784.77, "word": " معدلها", "probability": 0.6953125}, {"start": 1784.77, "end": 1785.29, "word": " ومستوها", "probability": 0.82080078125}, {"start": 1785.29, "end": 1785.39, "word": " و", "probability": 0.58544921875}, {"start": 1785.39, "end": 1785.67, "word": " تتخرج", "probability": 0.802734375}, {"start": 1785.67, "end": 1786.15, "word": " بامتياز", "probability": 0.8177490234375}, {"start": 1786.15, "end": 1787.79, "word": " ماشي", "probability": 0.6923014322916666}, {"start": 1787.79, "end": 1788.99, "word": " مبيعات", "probability": 0.9693603515625}, {"start": 1788.99, "end": 1789.47, "word": " الشركة", "probability": 0.9915364583333334}, {"start": 1789.47, "end": 1789.59, "word": " في", "probability": 0.94482421875}, {"start": 1789.59, "end": 1790.15, "word": " السابق", "probability": 0.9928385416666666}, {"start": 1790.15, "end": 1790.81, "word": " كانت", "probability": 0.6495361328125}, {"start": 1790.81, "end": 1791.01, "word": " 100", "probability": 0.28857421875}, {"start": 1791.01, "end": 1791.85, "word": " ألف", "probability": 0.896484375}, {"start": 1791.85, "end": 1792.43, "word": " واحدة", "probability": 0.8479817708333334}, {"start": 1792.43, "end": 1794.31, "word": " اليوم", "probability": 0.92333984375}, {"start": 1794.31, "end": 1794.83, "word": " نزلين", "probability": 0.9029541015625}, {"start": 1794.83, "end": 1795.69, "word": " 80", "probability": 0.80126953125}, {"start": 1795.69, "end": 1795.95, "word": " ألف", "probability": 0.986083984375}, {"start": 1795.95, "end": 1796.35, "word": " واحدة", "probability": 0.9519856770833334}, {"start": 1796.35, "end": 1797.53, "word": " لو", "probability": 0.76416015625}, {"start": 1797.53, "end": 1797.85, "word": " بدى", "probability": 0.55517578125}, {"start": 1797.85, "end": 1798.23, "word": " أخطط", "probability": 0.8485107421875}, {"start": 1798.23, "end": 1798.51, "word": " لازم", "probability": 0.86962890625}, {"start": 1798.51, "end": 1798.89, "word": " أفكر", "probability": 0.9793294270833334}, {"start": 1798.89, "end": 1799.09, "word": " إنه", "probability": 0.39111328125}, {"start": 1799.09, "end": 1799.27, "word": " مش", "probability": 0.5400390625}, {"start": 1799.27, "end": 1799.71, "word": " مالهم", "probability": 0.8189290364583334}, {"start": 1799.71, "end": 1800.47, "word": " يزيدوا", "probability": 0.848876953125}], "temperature": 1.0}, {"id": 68, "seek": 183103, "start": 1801.73, "end": 1831.03, "text": "إذا نستقرأ الماضي، دراسة الحاضرة، تنبغي المستقبل، إيش بنسميه تخطيطة؟ بنسميه تخطيطة، واضح؟ الوظيفة التانية إيش كانت؟ التنظيم، الآن إنتي دخلتي على غرفة أو مكتب لجديها من كركبة هذا أنا وهذا أنا، إيش بتحكي؟ مش منظمة أو شوفتي واحدة لابس مثلا ملابس أخضر، عسود، عبني، عبرتقالي، طلع فيها إيش بتقولي؟", "tokens": [28814, 15730, 8717, 14851, 4587, 2288, 10721, 9673, 46958, 1829, 12399, 11778, 23557, 3794, 3660, 21542, 46958, 25720, 12399, 6055, 1863, 3555, 17082, 1829, 9673, 14851, 4587, 36150, 12399, 11933, 1829, 8592, 44945, 38251, 1829, 3224, 6055, 9778, 9566, 1829, 9566, 3660, 22807, 44945, 38251, 1829, 3224, 6055, 9778, 9566, 1829, 9566, 3660, 12399, 4032, 46958, 5016, 22807, 2423, 2407, 19913, 33911, 3660, 16712, 7649, 10632, 11933, 1829, 8592, 25961, 2655, 22807, 16712, 1863, 19913, 32640, 12399, 6024, 48506, 11933, 29399, 1829, 11778, 9778, 1211, 31371, 15844, 32771, 28480, 3660, 34051, 3714, 4117, 2655, 3555, 5296, 7435, 16254, 11296, 9154, 9122, 31747, 49401, 23758, 41850, 37037, 15730, 41850, 12399, 11933, 1829, 8592, 39894, 5016, 4117, 1829, 22807, 37893, 9154, 19913, 46007, 34051, 13412, 38688, 31371, 36764, 24401, 3660, 5296, 16758, 3794, 50113, 15040, 3714, 15040, 3555, 3794, 5551, 9778, 11242, 2288, 12399, 6225, 3794, 2407, 3215, 12399, 6225, 3555, 22653, 12399, 6225, 26890, 2655, 4587, 6027, 1829, 12399, 23032, 1211, 3615, 8978, 11296, 11933, 1829, 8592, 39894, 39648, 1829, 22807], "avg_logprob": -0.16282895155120314, "compression_ratio": 2.0037593984962405, "no_speech_prob": 0.0, "words": [{"start": 1801.73, "end": 1801.95, "word": "إذا", "probability": 0.926025390625}, {"start": 1801.95, "end": 1802.45, "word": " نستقرأ", "probability": 0.83115234375}, {"start": 1802.45, "end": 1802.91, "word": " الماضي،", "probability": 0.77490234375}, {"start": 1802.91, "end": 1803.19, "word": " دراسة", "probability": 0.8798828125}, {"start": 1803.19, "end": 1803.65, "word": " الحاضرة،", "probability": 0.76708984375}, {"start": 1803.65, "end": 1803.89, "word": " تنبغي", "probability": 0.67490234375}, {"start": 1803.89, "end": 1804.61, "word": " المستقبل،", "probability": 0.8201171875}, {"start": 1804.61, "end": 1804.67, "word": " إيش", "probability": 0.7154541015625}, {"start": 1804.67, "end": 1805.45, "word": " بنسميه", "probability": 0.947265625}, {"start": 1805.45, "end": 1806.97, "word": " تخطيطة؟", "probability": 0.8961356026785714}, {"start": 1806.97, "end": 1807.75, "word": " بنسميه", "probability": 0.93359375}, {"start": 1807.75, "end": 1808.67, "word": " تخطيطة،", "probability": 0.9484514508928571}, {"start": 1808.67, "end": 1809.49, "word": " واضح؟", "probability": 0.9727783203125}, {"start": 1809.49, "end": 1810.17, "word": " الوظيفة", "probability": 0.98779296875}, {"start": 1810.17, "end": 1810.49, "word": " التانية", "probability": 0.9825846354166666}, {"start": 1810.49, "end": 1810.69, "word": " إيش", "probability": 0.9132486979166666}, {"start": 1810.69, "end": 1812.35, "word": " كانت؟", "probability": 0.9669596354166666}, {"start": 1812.35, "end": 1813.41, "word": " التنظيم،", "probability": 0.84599609375}, {"start": 1813.41, "end": 1815.25, "word": " الآن", "probability": 0.78271484375}, {"start": 1815.25, "end": 1815.49, "word": " إنتي", "probability": 0.7291666666666666}, {"start": 1815.49, "end": 1815.93, "word": " دخلتي", "probability": 0.96875}, {"start": 1815.93, "end": 1816.13, "word": " على", "probability": 0.96875}, {"start": 1816.13, "end": 1816.59, "word": " غرفة", "probability": 0.9969075520833334}, {"start": 1816.59, "end": 1816.71, "word": " أو", "probability": 0.95703125}, {"start": 1816.71, "end": 1817.05, "word": " مكتب", "probability": 0.994140625}, {"start": 1817.05, "end": 1817.47, "word": " لجديها", "probability": 0.59857177734375}, {"start": 1817.47, "end": 1817.59, "word": " من", "probability": 0.7021484375}, {"start": 1817.59, "end": 1818.01, "word": " كركبة", "probability": 0.88037109375}, {"start": 1818.01, "end": 1819.41, "word": " هذا", "probability": 0.337158203125}, {"start": 1819.41, "end": 1819.71, "word": " أنا", "probability": 0.27734375}, {"start": 1819.71, "end": 1820.01, "word": " وهذا", "probability": 0.80859375}, {"start": 1820.01, "end": 1820.19, "word": " أنا،", "probability": 0.85595703125}, {"start": 1820.19, "end": 1820.29, "word": " إيش", "probability": 0.9607747395833334}, {"start": 1820.29, "end": 1821.67, "word": " بتحكي؟", "probability": 0.97919921875}, {"start": 1821.67, "end": 1821.95, "word": " مش", "probability": 0.9580078125}, {"start": 1821.95, "end": 1822.43, "word": " منظمة", "probability": 0.96484375}, {"start": 1822.43, "end": 1823.41, "word": " أو", "probability": 0.86181640625}, {"start": 1823.41, "end": 1823.73, "word": " شوفتي", "probability": 0.7938639322916666}, {"start": 1823.73, "end": 1824.05, "word": " واحدة", "probability": 0.98828125}, {"start": 1824.05, "end": 1824.33, "word": " لابس", "probability": 0.96337890625}, {"start": 1824.33, "end": 1824.77, "word": " مثلا", "probability": 0.7275390625}, {"start": 1824.77, "end": 1826.13, "word": " ملابس", "probability": 0.8673095703125}, {"start": 1826.13, "end": 1827.11, "word": " أخضر،", "probability": 0.95322265625}, {"start": 1827.11, "end": 1827.61, "word": " عسود،", "probability": 0.83203125}, {"start": 1827.61, "end": 1828.01, "word": " عبني،", "probability": 0.8092041015625}, {"start": 1828.01, "end": 1829.91, "word": " عبرتقالي،", "probability": 0.9089704241071429}, {"start": 1829.91, "end": 1830.15, "word": " طلع", "probability": 0.9303385416666666}, {"start": 1830.15, "end": 1830.39, "word": " فيها", "probability": 0.978271484375}, {"start": 1830.39, "end": 1830.47, "word": " إيش", "probability": 0.96435546875}, {"start": 1830.47, "end": 1831.03, "word": " بتقولي؟", "probability": 0.8837890625}], "temperature": 1.0}, {"id": 69, "seek": 185855, "start": 1832.35, "end": 1858.55, "text": "بيقول مجنونة؟ لأ مش مجنونة مكركبة أو إيش الألوان هذه إذا ما هو التنظيم أول كلمة في التنظيم اللي ترتب يعني روحت زورتي صحبيتك لجيتي بيتها المنظم إيش معناه؟ مرتب واضح المعالم كل حاجة مكانها إذا ما هو التنظيم organization تنظيم organization", "tokens": [21292, 39648, 3714, 7435, 1863, 11536, 3660, 22807, 5296, 10721, 37893, 3714, 7435, 1863, 11536, 3660, 3714, 37983, 4117, 49401, 34051, 11933, 1829, 8592, 16247, 1211, 2407, 7649, 29538, 11933, 15730, 19446, 31439, 16712, 1863, 19913, 32640, 5551, 12610, 9122, 19528, 3660, 8978, 16712, 1863, 19913, 32640, 2423, 20292, 6055, 43500, 3555, 37495, 22653, 12602, 2407, 33753, 30767, 13063, 31371, 20328, 5016, 21292, 2655, 4117, 5296, 7435, 1829, 31371, 4724, 36081, 11296, 9673, 1863, 19913, 2304, 11933, 1829, 8592, 20449, 8315, 3224, 22807, 3714, 43500, 3555, 4032, 46958, 5016, 9673, 3615, 45340, 28242, 11331, 26108, 3660, 3714, 41361, 11296, 11933, 15730, 19446, 31439, 16712, 1863, 19913, 32640, 4475, 6055, 1863, 19913, 32640, 4475], "avg_logprob": -0.17187500339851045, "compression_ratio": 1.9473684210526316, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1832.35, "end": 1832.69, "word": "بيقول", "probability": 0.5909423828125}, {"start": 1832.69, "end": 1833.57, "word": " مجنونة؟", "probability": 0.8926595052083334}, {"start": 1833.57, "end": 1833.75, "word": " لأ", "probability": 0.658203125}, {"start": 1833.75, "end": 1833.85, "word": " مش", "probability": 0.92041015625}, {"start": 1833.85, "end": 1834.55, "word": " مجنونة", "probability": 0.9896484375}, {"start": 1834.55, "end": 1836.47, "word": " مكركبة", "probability": 0.732421875}, {"start": 1836.47, "end": 1836.69, "word": " أو", "probability": 0.79296875}, {"start": 1836.69, "end": 1836.87, "word": " إيش", "probability": 0.8196614583333334}, {"start": 1836.87, "end": 1837.31, "word": " الألوان", "probability": 0.9803466796875}, {"start": 1837.31, "end": 1837.73, "word": " هذه", "probability": 0.64013671875}, {"start": 1837.73, "end": 1837.97, "word": " إذا", "probability": 0.86474609375}, {"start": 1837.97, "end": 1838.17, "word": " ما", "probability": 0.94677734375}, {"start": 1838.17, "end": 1838.39, "word": " هو", "probability": 0.931640625}, {"start": 1838.39, "end": 1839.07, "word": " التنظيم", "probability": 0.9873046875}, {"start": 1839.07, "end": 1839.43, "word": " أول", "probability": 0.68359375}, {"start": 1839.43, "end": 1839.67, "word": " كلمة", "probability": 0.9723307291666666}, {"start": 1839.67, "end": 1839.77, "word": " في", "probability": 0.9345703125}, {"start": 1839.77, "end": 1840.23, "word": " التنظيم", "probability": 0.9871826171875}, {"start": 1840.23, "end": 1840.43, "word": " اللي", "probability": 0.45513916015625}, {"start": 1840.43, "end": 1840.87, "word": " ترتب", "probability": 0.83984375}, {"start": 1840.87, "end": 1844.85, "word": " يعني", "probability": 0.91455078125}, {"start": 1844.85, "end": 1845.09, "word": " روحت", "probability": 0.84814453125}, {"start": 1845.09, "end": 1845.47, "word": " زورتي", "probability": 0.7996419270833334}, {"start": 1845.47, "end": 1846.05, "word": " صحبيتك", "probability": 0.84287109375}, {"start": 1846.05, "end": 1846.41, "word": " لجيتي", "probability": 0.83172607421875}, {"start": 1846.41, "end": 1846.83, "word": " بيتها", "probability": 0.9853515625}, {"start": 1846.83, "end": 1847.51, "word": " المنظم", "probability": 0.76519775390625}, {"start": 1847.51, "end": 1847.75, "word": " إيش", "probability": 0.8746744791666666}, {"start": 1847.75, "end": 1848.57, "word": " معناه؟", "probability": 0.7852783203125}, {"start": 1848.57, "end": 1848.93, "word": " مرتب", "probability": 0.8680013020833334}, {"start": 1848.93, "end": 1850.55, "word": " واضح", "probability": 0.9339192708333334}, {"start": 1850.55, "end": 1851.03, "word": " المعالم", "probability": 0.9568684895833334}, {"start": 1851.03, "end": 1851.79, "word": " كل", "probability": 0.625}, {"start": 1851.79, "end": 1852.05, "word": " حاجة", "probability": 0.9964192708333334}, {"start": 1852.05, "end": 1852.71, "word": " مكانها", "probability": 0.9742838541666666}, {"start": 1852.71, "end": 1853.61, "word": " إذا", "probability": 0.9697265625}, {"start": 1853.61, "end": 1853.81, "word": " ما", "probability": 0.98388671875}, {"start": 1853.81, "end": 1854.01, "word": " هو", "probability": 0.958984375}, {"start": 1854.01, "end": 1854.63, "word": " التنظيم", "probability": 0.99267578125}, {"start": 1854.63, "end": 1855.51, "word": " organization", "probability": 0.8037109375}, {"start": 1855.51, "end": 1857.77, "word": " تنظيم", "probability": 0.8865966796875}, {"start": 1857.77, "end": 1858.55, "word": " organization", "probability": 0.89453125}], "temperature": 1.0}, {"id": 70, "seek": 189821, "start": 1870.39, "end": 1898.21, "text": "التنظيم اللي هو ال organization تخصيص المهام اللي هي ال 6Ms لو حكينا عنها وإقامة الأقسام و توزيع العمل يعني و التنسيق بينها لما نقول كده هايم محمد هو المدير تسويق مالية أفراد هذا هيكل تنظيمي مصغر لما تسويق الشغل و ما هيكون", "tokens": [6027, 2655, 1863, 19913, 32640, 13672, 1829, 31439, 2423, 4475, 6055, 9778, 9381, 1829, 9381, 9673, 3224, 10943, 13672, 1829, 39896, 2423, 1386, 26386, 45164, 11331, 4117, 1829, 8315, 18871, 11296, 4032, 28814, 4587, 10943, 3660, 16247, 4587, 3794, 10943, 4032, 33427, 11622, 40228, 18863, 42213, 37495, 22653, 4032, 16712, 1863, 3794, 1829, 4587, 49374, 11296, 5296, 15042, 8717, 39648, 9122, 3215, 3224, 8032, 47302, 2304, 3714, 35571, 3215, 31439, 9673, 3215, 13546, 6055, 3794, 45865, 4587, 3714, 6027, 10632, 5551, 5172, 2288, 18513, 23758, 39896, 28820, 6055, 1863, 19913, 32640, 1829, 3714, 9381, 17082, 2288, 5296, 15042, 6055, 3794, 45865, 4587, 25124, 17082, 1211, 4032, 19446, 39896, 30544], "avg_logprob": -0.19588067599318243, "compression_ratio": 1.72, "no_speech_prob": 0.0, "words": [{"start": 1870.39, "end": 1870.81, "word": "التنظيم", "probability": 0.95732421875}, {"start": 1870.81, "end": 1870.93, "word": " اللي", "probability": 0.810546875}, {"start": 1870.93, "end": 1871.05, "word": " هو", "probability": 0.98876953125}, {"start": 1871.05, "end": 1871.17, "word": " ال", "probability": 0.7265625}, {"start": 1871.17, "end": 1871.67, "word": " organization", "probability": 0.76220703125}, {"start": 1871.67, "end": 1872.61, "word": " تخصيص", "probability": 0.9546875}, {"start": 1872.61, "end": 1873.03, "word": " المهام", "probability": 0.9539388020833334}, {"start": 1873.03, "end": 1873.15, "word": " اللي", "probability": 0.8681640625}, {"start": 1873.15, "end": 1873.25, "word": " هي", "probability": 0.814453125}, {"start": 1873.25, "end": 1873.39, "word": " ال", "probability": 0.46142578125}, {"start": 1873.39, "end": 1873.69, "word": " 6Ms", "probability": 0.4486083984375}, {"start": 1873.69, "end": 1873.91, "word": " لو", "probability": 0.1761474609375}, {"start": 1873.91, "end": 1874.21, "word": " حكينا", "probability": 0.9588623046875}, {"start": 1874.21, "end": 1874.55, "word": " عنها", "probability": 0.996337890625}, {"start": 1874.55, "end": 1876.01, "word": " وإقامة", "probability": 0.87001953125}, {"start": 1876.01, "end": 1876.47, "word": " الأقسام", "probability": 0.9443359375}, {"start": 1876.47, "end": 1876.59, "word": " و", "probability": 0.51806640625}, {"start": 1876.59, "end": 1876.89, "word": " توزيع", "probability": 0.8367513020833334}, {"start": 1876.89, "end": 1877.23, "word": " العمل", "probability": 0.7265625}, {"start": 1877.23, "end": 1877.39, "word": " يعني", "probability": 0.647705078125}, {"start": 1877.39, "end": 1877.55, "word": " و", "probability": 0.73828125}, {"start": 1877.55, "end": 1878.07, "word": " التنسيق", "probability": 0.8416015625}, {"start": 1878.07, "end": 1879.13, "word": " بينها", "probability": 0.956787109375}, {"start": 1879.13, "end": 1881.21, "word": " لما", "probability": 0.8359375}, {"start": 1881.21, "end": 1881.45, "word": " نقول", "probability": 0.987548828125}, {"start": 1881.45, "end": 1881.79, "word": " كده", "probability": 0.939453125}, {"start": 1881.79, "end": 1882.67, "word": " هايم", "probability": 0.4571126302083333}, {"start": 1882.67, "end": 1883.21, "word": " محمد", "probability": 0.8868815104166666}, {"start": 1883.21, "end": 1883.41, "word": " هو", "probability": 0.99267578125}, {"start": 1883.41, "end": 1883.95, "word": " المدير", "probability": 0.96533203125}, {"start": 1883.95, "end": 1888.55, "word": " تسويق", "probability": 0.950927734375}, {"start": 1888.55, "end": 1891.21, "word": " مالية", "probability": 0.89013671875}, {"start": 1891.21, "end": 1892.99, "word": " أفراد", "probability": 0.963623046875}, {"start": 1892.99, "end": 1894.03, "word": " هذا", "probability": 0.646484375}, {"start": 1894.03, "end": 1894.33, "word": " هيكل", "probability": 0.854248046875}, {"start": 1894.33, "end": 1894.77, "word": " تنظيمي", "probability": 0.96650390625}, {"start": 1894.77, "end": 1895.27, "word": " مصغر", "probability": 0.85302734375}, {"start": 1895.27, "end": 1896.87, "word": " لما", "probability": 0.956787109375}, {"start": 1896.87, "end": 1897.35, "word": " تسويق", "probability": 0.968505859375}, {"start": 1897.35, "end": 1897.73, "word": " الشغل", "probability": 0.8134765625}, {"start": 1897.73, "end": 1897.85, "word": " و", "probability": 0.3740234375}, {"start": 1897.85, "end": 1897.85, "word": " ما", "probability": 0.3349609375}, {"start": 1897.85, "end": 1898.21, "word": " هيكون", "probability": 0.744140625}], "temperature": 1.0}, {"id": 71, "seek": 192725, "start": 1899.77, "end": 1927.25, "text": "تسويق فقط لما يكون مالية مالية فقط لما يكون أفراد أفراد فقط إذا التنظيم هو التخصيص يعني أنت وظيفتك في البنك مهندس تحاسوب تدخل البيانات وكذا بس طب أنا بدي أروح التسويق لأمشي شغلك إذا التخصيص معناه تركيز المهام والموارد وإيقام الدوائر وأقسام العلاقة بينهم مش تنصيق", "tokens": [2655, 3794, 45865, 4587, 6156, 47432, 5296, 15042, 7251, 30544, 3714, 6027, 10632, 3714, 6027, 10632, 6156, 47432, 5296, 15042, 7251, 30544, 5551, 5172, 2288, 18513, 5551, 5172, 2288, 18513, 6156, 47432, 11933, 15730, 16712, 1863, 19913, 32640, 31439, 16712, 9778, 9381, 1829, 9381, 37495, 22653, 14739, 2655, 4032, 19913, 33911, 2655, 4117, 8978, 29739, 1863, 4117, 3714, 3224, 41260, 3794, 6055, 5016, 32277, 37746, 6055, 3215, 9778, 1211, 2423, 21292, 7649, 9307, 4032, 4117, 15730, 4724, 3794, 23032, 3555, 41850, 4724, 16254, 5551, 32887, 5016, 16712, 3794, 45865, 4587, 5296, 10721, 2304, 8592, 1829, 13412, 17082, 23275, 11933, 15730, 16712, 9778, 9381, 1829, 9381, 20449, 8315, 3224, 6055, 31747, 1829, 11622, 9673, 3224, 10943, 16070, 2304, 2407, 9640, 3215, 4032, 28814, 1829, 4587, 10943, 32748, 2407, 16373, 2288, 36725, 4587, 3794, 10943, 18863, 15040, 28671, 49374, 16095, 37893, 6055, 1863, 9381, 1829, 4587], "avg_logprob": -0.16142241214883737, "compression_ratio": 2.0340425531914894, "no_speech_prob": 0.0, "words": [{"start": 1899.77, "end": 1900.41, "word": "تسويق", "probability": 0.892333984375}, {"start": 1900.41, "end": 1900.83, "word": " فقط", "probability": 0.983154296875}, {"start": 1900.83, "end": 1902.01, "word": " لما", "probability": 0.732421875}, {"start": 1902.01, "end": 1902.23, "word": " يكون", "probability": 0.98681640625}, {"start": 1902.23, "end": 1902.71, "word": " مالية", "probability": 0.9713541666666666}, {"start": 1902.71, "end": 1903.81, "word": " مالية", "probability": 0.7397867838541666}, {"start": 1903.81, "end": 1904.23, "word": " فقط", "probability": 0.990966796875}, {"start": 1904.23, "end": 1905.11, "word": " لما", "probability": 0.931640625}, {"start": 1905.11, "end": 1905.33, "word": " يكون", "probability": 0.989990234375}, {"start": 1905.33, "end": 1905.81, "word": " أفراد", "probability": 0.8917236328125}, {"start": 1905.81, "end": 1906.55, "word": " أفراد", "probability": 0.8697509765625}, {"start": 1906.55, "end": 1906.93, "word": " فقط", "probability": 0.995849609375}, {"start": 1906.93, "end": 1907.83, "word": " إذا", "probability": 0.753173828125}, {"start": 1907.83, "end": 1909.25, "word": " التنظيم", "probability": 0.9669189453125}, {"start": 1909.25, "end": 1909.65, "word": " هو", "probability": 0.9833984375}, {"start": 1909.65, "end": 1910.61, "word": " التخصيص", "probability": 0.8875}, {"start": 1910.61, "end": 1911.45, "word": " يعني", "probability": 0.935791015625}, {"start": 1911.45, "end": 1911.77, "word": " أنت", "probability": 0.7152099609375}, {"start": 1911.77, "end": 1912.35, "word": " وظيفتك", "probability": 0.97119140625}, {"start": 1912.35, "end": 1912.45, "word": " في", "probability": 0.9736328125}, {"start": 1912.45, "end": 1912.81, "word": " البنك", "probability": 0.85888671875}, {"start": 1912.81, "end": 1913.23, "word": " مهندس", "probability": 0.986572265625}, {"start": 1913.23, "end": 1913.71, "word": " تحاسوب", "probability": 0.66412353515625}, {"start": 1913.71, "end": 1914.05, "word": " تدخل", "probability": 0.87060546875}, {"start": 1914.05, "end": 1914.65, "word": " البيانات", "probability": 0.8565673828125}, {"start": 1914.65, "end": 1914.95, "word": " وكذا", "probability": 0.8834635416666666}, {"start": 1914.95, "end": 1915.35, "word": " بس", "probability": 0.717529296875}, {"start": 1915.35, "end": 1917.43, "word": " طب", "probability": 0.86572265625}, {"start": 1917.43, "end": 1917.55, "word": " أنا", "probability": 0.8017578125}, {"start": 1917.55, "end": 1917.77, "word": " بدي", "probability": 0.5517578125}, {"start": 1917.77, "end": 1918.01, "word": " أروح", "probability": 0.93701171875}, {"start": 1918.01, "end": 1918.51, "word": " التسويق", "probability": 0.8697509765625}, {"start": 1918.51, "end": 1918.91, "word": " لأمشي", "probability": 0.786279296875}, {"start": 1918.91, "end": 1919.23, "word": " شغلك", "probability": 0.98046875}, {"start": 1919.23, "end": 1920.61, "word": " إذا", "probability": 0.781005859375}, {"start": 1920.61, "end": 1921.39, "word": " التخصيص", "probability": 0.9244140625}, {"start": 1921.39, "end": 1922.07, "word": " معناه", "probability": 0.9449869791666666}, {"start": 1922.07, "end": 1922.49, "word": " تركيز", "probability": 0.989990234375}, {"start": 1922.49, "end": 1922.91, "word": " المهام", "probability": 0.9803059895833334}, {"start": 1922.91, "end": 1923.49, "word": " والموارد", "probability": 0.8345703125}, {"start": 1923.49, "end": 1923.93, "word": " وإيقام", "probability": 0.89462890625}, {"start": 1923.93, "end": 1924.41, "word": " الدوائر", "probability": 0.8619384765625}, {"start": 1924.41, "end": 1924.97, "word": " وأقسام", "probability": 0.847900390625}, {"start": 1924.97, "end": 1925.75, "word": " العلاقة", "probability": 0.8733723958333334}, {"start": 1925.75, "end": 1926.07, "word": " بينهم", "probability": 0.922607421875}, {"start": 1926.07, "end": 1926.33, "word": " مش", "probability": 0.30126953125}, {"start": 1926.33, "end": 1927.25, "word": " تنصيق", "probability": 0.873046875}], "temperature": 1.0}, {"id": 72, "seek": 195724, "start": 1929.2, "end": 1957.24, "text": "حكينا أول كلمة في التنظيم اللي هي الترتيب انت عشان الذاكر لازم ترتب المكتب و ترتب وقتك و مهامك ماينفعش تكون فوضوي ماينفعش تروح الصلي و تلفزيون فاتح مثلا أو في أطفال بيلعب لأ بدك تنظميش المكان لحتى تقدي الهدف الوظيفة التالتة القيادة leadership طبعا احنا راح نمر عليهم مرور سريع لإن هدول حيجونا في المستقبل قريب ان شاء الله", "tokens": [5016, 4117, 1829, 8315, 5551, 12610, 9122, 19528, 3660, 8978, 16712, 1863, 19913, 32640, 13672, 1829, 39896, 16712, 43500, 1829, 3555, 16472, 2655, 6225, 8592, 7649, 32545, 995, 37983, 5296, 31377, 2304, 6055, 43500, 3555, 9673, 4117, 2655, 3555, 4032, 6055, 43500, 3555, 4032, 38149, 4117, 4032, 3714, 3224, 10943, 4117, 19446, 9957, 5172, 3615, 8592, 6055, 30544, 6156, 2407, 11242, 45865, 19446, 9957, 5172, 3615, 8592, 6055, 32887, 5016, 31767, 20292, 4032, 6055, 46538, 11622, 1829, 11536, 6156, 9307, 5016, 50113, 15040, 34051, 8978, 5551, 9566, 5172, 6027, 4724, 26895, 3615, 3555, 5296, 10721, 47525, 4117, 6055, 1863, 19913, 2304, 1829, 8592, 9673, 41361, 5296, 33753, 7578, 6055, 4587, 16254, 2423, 3224, 3215, 5172, 2423, 2407, 19913, 33911, 3660, 16712, 6027, 2655, 3660, 25062, 1829, 18513, 3660, 5848, 23032, 3555, 3615, 995, 1975, 5016, 8315, 12602, 39319, 8717, 29973, 25894, 16095, 3714, 2288, 13063, 8608, 16572, 3615, 5296, 28814, 1863, 8032, 3215, 12610, 11331, 1829, 7435, 2407, 8315, 8978, 9673, 14851, 4587, 36150, 12174, 16572, 3555, 16472, 13412, 16606, 21984], "avg_logprob": -0.1637899683311928, "compression_ratio": 1.8973509933774835, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1929.2, "end": 1929.66, "word": "حكينا", "probability": 0.76513671875}, {"start": 1929.66, "end": 1929.98, "word": " أول", "probability": 0.9521484375}, {"start": 1929.98, "end": 1930.32, "word": " كلمة", "probability": 0.9671223958333334}, {"start": 1930.32, "end": 1930.42, "word": " في", "probability": 0.92578125}, {"start": 1930.42, "end": 1930.86, "word": " التنظيم", "probability": 0.9920654296875}, {"start": 1930.86, "end": 1930.94, "word": " اللي", "probability": 0.4783935546875}, {"start": 1930.94, "end": 1931.04, "word": " هي", "probability": 0.92626953125}, {"start": 1931.04, "end": 1931.54, "word": " الترتيب", "probability": 0.7939453125}, {"start": 1931.54, "end": 1932.46, "word": " انت", "probability": 0.713623046875}, {"start": 1932.46, "end": 1932.7, "word": " عشان", "probability": 0.98193359375}, {"start": 1932.7, "end": 1933.08, "word": " الذاكر", "probability": 0.8763020833333334}, {"start": 1933.08, "end": 1933.38, "word": " لازم", "probability": 0.9874674479166666}, {"start": 1933.38, "end": 1933.68, "word": " ترتب", "probability": 0.9658203125}, {"start": 1933.68, "end": 1934.1, "word": " المكتب", "probability": 0.9703369140625}, {"start": 1934.1, "end": 1934.2, "word": " و", "probability": 0.59423828125}, {"start": 1934.2, "end": 1934.48, "word": " ترتب", "probability": 0.9656575520833334}, {"start": 1934.48, "end": 1934.88, "word": " وقتك", "probability": 0.9812825520833334}, {"start": 1934.88, "end": 1934.96, "word": " و", "probability": 0.99755859375}, {"start": 1934.96, "end": 1935.34, "word": " مهامك", "probability": 0.89599609375}, {"start": 1935.34, "end": 1935.7, "word": " ماينفعش", "probability": 0.830322265625}, {"start": 1935.7, "end": 1935.86, "word": " تكون", "probability": 0.978515625}, {"start": 1935.86, "end": 1936.28, "word": " فوضوي", "probability": 0.9554443359375}, {"start": 1936.28, "end": 1937.96, "word": " ماينفعش", "probability": 0.9634765625}, {"start": 1937.96, "end": 1938.18, "word": " تروح", "probability": 0.99169921875}, {"start": 1938.18, "end": 1938.5, "word": " الصلي", "probability": 0.9345703125}, {"start": 1938.5, "end": 1938.62, "word": " و", "probability": 0.9453125}, {"start": 1938.62, "end": 1939.0, "word": " تلفزيون", "probability": 0.86015625}, {"start": 1939.0, "end": 1939.4, "word": " فاتح", "probability": 0.8942057291666666}, {"start": 1939.4, "end": 1939.68, "word": " مثلا", "probability": 0.954345703125}, {"start": 1939.68, "end": 1939.96, "word": " أو", "probability": 0.76611328125}, {"start": 1939.96, "end": 1940.08, "word": " في", "probability": 0.9150390625}, {"start": 1940.08, "end": 1940.38, "word": " أطفال", "probability": 0.83636474609375}, {"start": 1940.38, "end": 1940.8, "word": " بيلعب", "probability": 0.8167724609375}, {"start": 1940.8, "end": 1941.24, "word": " لأ", "probability": 0.869873046875}, {"start": 1941.24, "end": 1941.6, "word": " بدك", "probability": 0.59765625}, {"start": 1941.6, "end": 1942.28, "word": " تنظميش", "probability": 0.774169921875}, {"start": 1942.28, "end": 1942.68, "word": " المكان", "probability": 0.987060546875}, {"start": 1942.68, "end": 1943.04, "word": " لحتى", "probability": 0.8341471354166666}, {"start": 1943.04, "end": 1943.48, "word": " تقدي", "probability": 0.765869140625}, {"start": 1943.48, "end": 1944.62, "word": " الهدف", "probability": 0.99169921875}, {"start": 1944.62, "end": 1946.1, "word": " الوظيفة", "probability": 0.987109375}, {"start": 1946.1, "end": 1946.98, "word": " التالتة", "probability": 0.9508056640625}, {"start": 1946.98, "end": 1948.94, "word": " القيادة", "probability": 0.8089599609375}, {"start": 1948.94, "end": 1949.84, "word": " leadership", "probability": 0.7421875}, {"start": 1949.84, "end": 1953.12, "word": " طبعا", "probability": 0.93603515625}, {"start": 1953.12, "end": 1953.22, "word": " احنا", "probability": 0.84814453125}, {"start": 1953.22, "end": 1953.38, "word": " راح", "probability": 0.624755859375}, {"start": 1953.38, "end": 1953.62, "word": " نمر", "probability": 0.934814453125}, {"start": 1953.62, "end": 1953.92, "word": " عليهم", "probability": 0.81494140625}, {"start": 1953.92, "end": 1954.14, "word": " مرور", "probability": 0.6634114583333334}, {"start": 1954.14, "end": 1954.44, "word": " سريع", "probability": 0.9786783854166666}, {"start": 1954.44, "end": 1954.6, "word": " لإن", "probability": 0.771728515625}, {"start": 1954.6, "end": 1954.9, "word": " هدول", "probability": 0.8313802083333334}, {"start": 1954.9, "end": 1955.32, "word": " حيجونا", "probability": 0.79580078125}, {"start": 1955.32, "end": 1955.46, "word": " في", "probability": 0.93359375}, {"start": 1955.46, "end": 1956.1, "word": " المستقبل", "probability": 0.9864501953125}, {"start": 1956.1, "end": 1956.6, "word": " قريب", "probability": 0.9537760416666666}, {"start": 1956.6, "end": 1956.82, "word": " ان", "probability": 0.5830078125}, {"start": 1956.82, "end": 1957.14, "word": " شاء", "probability": 0.931640625}, {"start": 1957.14, "end": 1957.24, "word": " الله", "probability": 0.9619140625}], "temperature": 1.0}, {"id": 73, "seek": 199086, "start": 1964.78, "end": 1990.86, "text": "سمية قائد ناجح إيش يعني؟ إيش جاي على بالكم؟ شخص مؤثر بالأقارير فيه؟ مالها؟ شخص مؤثر بالأقارير؟ كيف بتأثر فيهم؟ لما تستهزفوا يعني؟ لما عرفوا أنهم متكامل على شان حقه؟ اعطاء مفترضة إيجابية؟ تحفيزهم؟ ماشي لما نقول قائد ناجح معناه قدوة", "tokens": [3794, 2304, 10632, 12174, 16373, 3215, 8717, 26108, 5016, 11933, 1829, 8592, 37495, 22653, 22807, 11933, 1829, 8592, 10874, 47302, 15844, 20666, 24793, 22807, 13412, 9778, 9381, 3714, 33604, 49115, 20666, 10721, 4587, 9640, 13546, 8978, 3224, 22807, 3714, 6027, 11296, 22807, 13412, 9778, 9381, 3714, 33604, 49115, 20666, 10721, 4587, 9640, 13546, 22807, 9122, 33911, 39894, 10721, 49115, 8978, 16095, 22807, 5296, 15042, 6055, 14851, 3224, 11622, 5172, 14407, 37495, 22653, 22807, 5296, 15042, 6225, 28480, 14407, 14739, 16095, 44650, 4117, 10943, 1211, 15844, 13412, 7649, 11331, 4587, 3224, 22807, 1975, 3615, 9566, 16606, 3714, 5172, 2655, 43042, 3660, 11933, 1829, 7435, 16758, 10632, 22807, 6055, 5016, 41185, 11622, 16095, 22807, 3714, 33599, 1829, 5296, 15042, 8717, 39648, 12174, 16373, 3215, 8717, 26108, 5016, 20449, 8315, 3224, 12174, 3215, 2407, 3660], "avg_logprob": -0.3590225689393237, "compression_ratio": 1.9534883720930232, "no_speech_prob": 0.0, "words": [{"start": 1964.78, "end": 1965.54, "word": "سمية", "probability": 0.501220703125}, {"start": 1965.54, "end": 1966.3, "word": " قائد", "probability": 0.947265625}, {"start": 1966.3, "end": 1968.04, "word": " ناجح", "probability": 0.9930013020833334}, {"start": 1968.04, "end": 1972.02, "word": " إيش", "probability": 0.6955973307291666}, {"start": 1972.02, "end": 1972.86, "word": " يعني؟", "probability": 0.8162434895833334}, {"start": 1972.86, "end": 1973.0, "word": " إيش", "probability": 0.9495442708333334}, {"start": 1973.0, "end": 1973.14, "word": " جاي", "probability": 0.6072998046875}, {"start": 1973.14, "end": 1973.2, "word": " على", "probability": 0.436279296875}, {"start": 1973.2, "end": 1975.3, "word": " بالكم؟", "probability": 0.9163411458333334}, {"start": 1975.3, "end": 1975.68, "word": " شخص", "probability": 0.8284505208333334}, {"start": 1975.68, "end": 1976.06, "word": " مؤثر", "probability": 0.8447265625}, {"start": 1976.06, "end": 1976.68, "word": " بالأقارير", "probability": 0.63818359375}, {"start": 1976.68, "end": 1977.5, "word": " فيه؟", "probability": 0.356689453125}, {"start": 1977.5, "end": 1977.98, "word": " مالها؟", "probability": 0.866455078125}, {"start": 1977.98, "end": 1978.3, "word": " شخص", "probability": 0.9293619791666666}, {"start": 1978.3, "end": 1978.66, "word": " مؤثر", "probability": 0.9827473958333334}, {"start": 1978.66, "end": 1979.34, "word": " بالأقارير؟", "probability": 0.9178059895833334}, {"start": 1979.34, "end": 1979.62, "word": " كيف", "probability": 0.6949462890625}, {"start": 1979.62, "end": 1980.0, "word": " بتأثر", "probability": 0.7654622395833334}, {"start": 1980.0, "end": 1980.92, "word": " فيهم؟", "probability": 0.9801432291666666}, {"start": 1980.92, "end": 1981.12, "word": " لما", "probability": 0.6973876953125}, {"start": 1981.12, "end": 1981.84, "word": " تستهزفوا", "probability": 0.69598388671875}, {"start": 1981.84, "end": 1983.02, "word": " يعني؟", "probability": 0.507080078125}, {"start": 1983.02, "end": 1983.22, "word": " لما", "probability": 0.42449951171875}, {"start": 1983.22, "end": 1983.44, "word": " عرفوا", "probability": 0.4943033854166667}, {"start": 1983.44, "end": 1983.62, "word": " أنهم", "probability": 0.58251953125}, {"start": 1983.62, "end": 1984.14, "word": " متكامل", "probability": 0.6485595703125}, {"start": 1984.14, "end": 1984.32, "word": " على", "probability": 0.27880859375}, {"start": 1984.32, "end": 1984.58, "word": " شان", "probability": 0.5323486328125}, {"start": 1984.58, "end": 1985.06, "word": " حقه؟", "probability": 0.7034912109375}, {"start": 1985.06, "end": 1986.4, "word": " اعطاء", "probability": 0.67303466796875}, {"start": 1986.4, "end": 1986.84, "word": " مفترضة", "probability": 0.654638671875}, {"start": 1986.84, "end": 1987.66, "word": " إيجابية؟", "probability": 0.7923990885416666}, {"start": 1987.66, "end": 1988.54, "word": " تحفيزهم؟", "probability": 0.8075358072916666}, {"start": 1988.54, "end": 1988.8, "word": " ماشي", "probability": 0.8063151041666666}, {"start": 1988.8, "end": 1989.0, "word": " لما", "probability": 0.7493896484375}, {"start": 1989.0, "end": 1989.26, "word": " نقول", "probability": 0.971435546875}, {"start": 1989.26, "end": 1989.58, "word": " قائد", "probability": 0.9918619791666666}, {"start": 1989.58, "end": 1989.9, "word": " ناجح", "probability": 0.9962565104166666}, {"start": 1989.9, "end": 1990.18, "word": " معناه", "probability": 0.9122721354166666}, {"start": 1990.18, "end": 1990.86, "word": " قدوة", "probability": 0.96533203125}], "temperature": 1.0}, {"id": 74, "seek": 201892, "start": 1991.48, "end": 2018.92, "text": "صالح أو حسن إذا ما هي القيادة طبعا القائد جزء من القيادة القيادة خد بالك القيادة فن التأثير على الآخرين هي جادة تأثير فيهم فإيش ما حكت بيقول okay أو بنقشوها و بتسمع إذا فن التأثير في الآخرين تحفيظهم ومخاطبتهم لإنجازش الهدف", "tokens": [9381, 6027, 5016, 34051, 11331, 3794, 1863, 11933, 15730, 19446, 39896, 25062, 1829, 18513, 3660, 23032, 3555, 3615, 995, 25062, 16373, 3215, 10874, 11622, 38207, 9154, 25062, 1829, 18513, 3660, 25062, 1829, 18513, 3660, 16490, 3215, 20666, 4117, 25062, 1829, 18513, 3660, 6156, 1863, 16712, 10721, 12984, 13546, 15844, 6024, 95, 34740, 9957, 39896, 10874, 18513, 3660, 6055, 10721, 12984, 13546, 8978, 16095, 6156, 28814, 1829, 8592, 19446, 11331, 4117, 2655, 4724, 1829, 39648, 1392, 34051, 44945, 4587, 8592, 2407, 11296, 4032, 39894, 38251, 3615, 11933, 15730, 6156, 1863, 16712, 10721, 12984, 13546, 8978, 6024, 95, 34740, 9957, 6055, 5016, 41185, 19913, 16095, 4032, 2304, 9778, 41193, 3555, 2655, 16095, 5296, 28814, 1863, 7435, 31377, 8592, 2423, 3224, 3215, 5172], "avg_logprob": -0.13726756592427403, "compression_ratio": 1.9752475247524752, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 1991.48, "end": 1992.12, "word": "صالح", "probability": 0.7724609375}, {"start": 1992.12, "end": 1992.6, "word": " أو", "probability": 0.54248046875}, {"start": 1992.6, "end": 1992.96, "word": " حسن", "probability": 0.8601888020833334}, {"start": 1992.96, "end": 1994.72, "word": " إذا", "probability": 0.734130859375}, {"start": 1994.72, "end": 1994.84, "word": " ما", "probability": 0.96044921875}, {"start": 1994.84, "end": 1995.0, "word": " هي", "probability": 0.9287109375}, {"start": 1995.0, "end": 1995.64, "word": " القيادة", "probability": 0.98291015625}, {"start": 1995.64, "end": 1996.3, "word": " طبعا", "probability": 0.79498291015625}, {"start": 1996.3, "end": 1996.66, "word": " القائد", "probability": 0.9498697916666666}, {"start": 1996.66, "end": 1996.86, "word": " جزء", "probability": 0.9939778645833334}, {"start": 1996.86, "end": 1996.98, "word": " من", "probability": 0.99365234375}, {"start": 1996.98, "end": 1997.44, "word": " القيادة", "probability": 0.992919921875}, {"start": 1997.44, "end": 1998.64, "word": " القيادة", "probability": 0.9171142578125}, {"start": 1998.64, "end": 1998.88, "word": " خد", "probability": 0.5731201171875}, {"start": 1998.88, "end": 1999.1, "word": " بالك", "probability": 0.980224609375}, {"start": 1999.1, "end": 1999.5, "word": " القيادة", "probability": 0.96240234375}, {"start": 1999.5, "end": 1999.86, "word": " فن", "probability": 0.98388671875}, {"start": 1999.86, "end": 2002.38, "word": " التأثير", "probability": 0.9853515625}, {"start": 2002.38, "end": 2002.56, "word": " على", "probability": 0.7421875}, {"start": 2002.56, "end": 2003.46, "word": " الآخرين", "probability": 0.9805908203125}, {"start": 2003.46, "end": 2006.32, "word": " هي", "probability": 0.81396484375}, {"start": 2006.32, "end": 2006.68, "word": " جادة", "probability": 0.85888671875}, {"start": 2006.68, "end": 2007.12, "word": " تأثير", "probability": 0.8087158203125}, {"start": 2007.12, "end": 2007.5, "word": " فيهم", "probability": 0.98046875}, {"start": 2007.5, "end": 2008.34, "word": " فإيش", "probability": 0.8507080078125}, {"start": 2008.34, "end": 2008.48, "word": " ما", "probability": 0.869140625}, {"start": 2008.48, "end": 2008.82, "word": " حكت", "probability": 0.9521484375}, {"start": 2008.82, "end": 2009.08, "word": " بيقول", "probability": 0.8317057291666666}, {"start": 2009.08, "end": 2009.4, "word": " okay", "probability": 0.638671875}, {"start": 2009.4, "end": 2010.8, "word": " أو", "probability": 0.837890625}, {"start": 2010.8, "end": 2011.34, "word": " بنقشوها", "probability": 0.78056640625}, {"start": 2011.34, "end": 2011.46, "word": " و", "probability": 0.66650390625}, {"start": 2011.46, "end": 2012.0, "word": " بتسمع", "probability": 0.9244791666666666}, {"start": 2012.0, "end": 2012.72, "word": " إذا", "probability": 0.7412109375}, {"start": 2012.72, "end": 2013.02, "word": " فن", "probability": 0.9892578125}, {"start": 2013.02, "end": 2013.68, "word": " التأثير", "probability": 0.99755859375}, {"start": 2013.68, "end": 2013.86, "word": " في", "probability": 0.7958984375}, {"start": 2013.86, "end": 2014.42, "word": " الآخرين", "probability": 0.9888916015625}, {"start": 2014.42, "end": 2015.18, "word": " تحفيظهم", "probability": 0.827734375}, {"start": 2015.18, "end": 2017.18, "word": " ومخاطبتهم", "probability": 0.9336635044642857}, {"start": 2017.18, "end": 2018.04, "word": " لإنجازش", "probability": 0.8653971354166666}, {"start": 2018.04, "end": 2018.92, "word": " الهدف", "probability": 0.98291015625}], "temperature": 1.0}, {"id": 75, "seek": 204842, "start": 2019.94, "end": 2048.42, "text": "إذا القائد الناجح بيستوعب الجميع واضح؟ ومش كل شخص بيظهر لعواتزاه الإعلام أو هيني لابسة بدلة وجرافة بكون قائد لأ القيادة في منها شغلات مورودة وفي منها شغلات مكتسبة زي ما هنشوف إن شاء الله كان النبي عليه الصلاة والسلام خير قائد لو قرأت صفاته الشخصية و .. طبعا القائد اللي علاقة بالمظهر الخارجي على فكرة لو قرأت صفاته الخارجية مظهر كيف ربنا خلجه", "tokens": [28814, 15730, 25062, 16373, 3215, 28239, 26108, 5016, 4724, 1829, 14851, 45367, 3555, 25724, 2304, 40228, 4032, 46958, 5016, 22807, 4032, 2304, 8592, 28242, 13412, 9778, 9381, 4724, 1829, 19913, 3224, 2288, 5296, 3615, 2407, 9307, 11622, 40294, 33688, 30241, 10943, 34051, 8032, 9957, 1829, 5296, 16758, 3794, 3660, 47525, 37977, 4032, 7435, 23557, 5172, 3660, 4724, 30544, 12174, 16373, 3215, 5296, 10721, 25062, 1829, 18513, 3660, 8978, 9154, 11296, 13412, 17082, 1211, 9307, 3714, 13063, 23328, 3660, 4032, 41185, 9154, 11296, 13412, 17082, 1211, 9307, 3714, 4117, 2655, 35457, 3660, 30767, 1829, 19446, 8032, 1863, 8592, 38688, 36145, 13412, 16606, 21984, 25961, 28239, 21292, 47356, 31767, 15040, 3660, 16070, 3794, 37440, 16490, 13546, 12174, 16373, 3215, 45164, 12174, 2288, 10721, 2655, 20328, 5172, 9307, 3224, 25124, 9778, 9381, 10632, 4032, 4386, 23032, 3555, 3615, 995, 25062, 16373, 3215, 13672, 1829, 11203, 995, 28671, 20666, 2304, 19913, 3224, 2288, 33962, 9640, 7435, 1829, 15844, 6156, 4117, 25720, 45164, 12174, 2288, 10721, 2655, 20328, 5172, 9307, 3224, 33962, 9640, 7435, 10632, 3714, 19913, 3224, 2288, 9122, 33911, 12602, 3555, 8315, 16490, 1211, 7435, 3224], "avg_logprob": -0.1445312530774137, "compression_ratio": 2.0841750841750843, "no_speech_prob": 0.0, "words": [{"start": 2019.94, "end": 2020.16, "word": "إذا", "probability": 0.5894775390625}, {"start": 2020.16, "end": 2020.6, "word": " القائد", "probability": 0.9827473958333334}, {"start": 2020.6, "end": 2021.3, "word": " الناجح", "probability": 0.9405924479166666}, {"start": 2021.3, "end": 2022.14, "word": " بيستوعب", "probability": 0.9537109375}, {"start": 2022.14, "end": 2022.58, "word": " الجميع", "probability": 0.9920247395833334}, {"start": 2022.58, "end": 2024.38, "word": " واضح؟", "probability": 0.841552734375}, {"start": 2024.38, "end": 2026.04, "word": " ومش", "probability": 0.9373372395833334}, {"start": 2026.04, "end": 2026.32, "word": " كل", "probability": 0.97607421875}, {"start": 2026.32, "end": 2026.72, "word": " شخص", "probability": 0.9983723958333334}, {"start": 2026.72, "end": 2027.1, "word": " بيظهر", "probability": 0.9478515625}, {"start": 2027.1, "end": 2027.6, "word": " لعواتزاه", "probability": 0.5908304850260416}, {"start": 2027.6, "end": 2028.16, "word": " الإعلام", "probability": 0.9568684895833334}, {"start": 2028.16, "end": 2028.56, "word": " أو", "probability": 0.88427734375}, {"start": 2028.56, "end": 2028.92, "word": " هيني", "probability": 0.6646321614583334}, {"start": 2028.92, "end": 2029.24, "word": " لابسة", "probability": 0.8856201171875}, {"start": 2029.24, "end": 2029.46, "word": " بدلة", "probability": 0.910888671875}, {"start": 2029.46, "end": 2029.92, "word": " وجرافة", "probability": 0.7857421875}, {"start": 2029.92, "end": 2030.22, "word": " بكون", "probability": 0.5020751953125}, {"start": 2030.22, "end": 2030.56, "word": " قائد", "probability": 0.9755859375}, {"start": 2030.56, "end": 2030.8, "word": " لأ", "probability": 0.7274169921875}, {"start": 2030.8, "end": 2031.7, "word": " القيادة", "probability": 0.963623046875}, {"start": 2031.7, "end": 2032.56, "word": " في", "probability": 0.84228515625}, {"start": 2032.56, "end": 2032.88, "word": " منها", "probability": 0.98681640625}, {"start": 2032.88, "end": 2033.36, "word": " شغلات", "probability": 0.9686279296875}, {"start": 2033.36, "end": 2033.98, "word": " مورودة", "probability": 0.9705810546875}, {"start": 2033.98, "end": 2034.16, "word": " وفي", "probability": 0.87890625}, {"start": 2034.16, "end": 2034.32, "word": " منها", "probability": 0.993896484375}, {"start": 2034.32, "end": 2034.54, "word": " شغلات", "probability": 0.97607421875}, {"start": 2034.54, "end": 2035.14, "word": " مكتسبة", "probability": 0.90830078125}, {"start": 2035.14, "end": 2035.4, "word": " زي", "probability": 0.8505859375}, {"start": 2035.4, "end": 2035.46, "word": " ما", "probability": 0.97900390625}, {"start": 2035.46, "end": 2035.8, "word": " هنشوف", "probability": 0.966064453125}, {"start": 2035.8, "end": 2035.94, "word": " إن", "probability": 0.494384765625}, {"start": 2035.94, "end": 2036.1, "word": " شاء", "probability": 0.9794921875}, {"start": 2036.1, "end": 2036.26, "word": " الله", "probability": 0.96240234375}, {"start": 2036.26, "end": 2037.58, "word": " كان", "probability": 0.95166015625}, {"start": 2037.58, "end": 2037.88, "word": " النبي", "probability": 0.97021484375}, {"start": 2037.88, "end": 2038.06, "word": " عليه", "probability": 0.81103515625}, {"start": 2038.06, "end": 2038.32, "word": " الصلاة", "probability": 0.9127604166666666}, {"start": 2038.32, "end": 2038.84, "word": " والسلام", "probability": 0.9055989583333334}, {"start": 2038.84, "end": 2039.32, "word": " خير", "probability": 0.987060546875}, {"start": 2039.32, "end": 2039.92, "word": " قائد", "probability": 0.88623046875}, {"start": 2039.92, "end": 2041.14, "word": " لو", "probability": 0.95556640625}, {"start": 2041.14, "end": 2041.6, "word": " قرأت", "probability": 0.96337890625}, {"start": 2041.6, "end": 2042.06, "word": " صفاته", "probability": 0.97900390625}, {"start": 2042.06, "end": 2042.66, "word": " الشخصية", "probability": 0.996826171875}, {"start": 2042.66, "end": 2042.78, "word": " و", "probability": 0.54052734375}, {"start": 2042.78, "end": 2042.94, "word": " ..", "probability": 0.1865234375}, {"start": 2042.94, "end": 2043.18, "word": " طبعا", "probability": 0.93603515625}, {"start": 2043.18, "end": 2043.46, "word": " القائد", "probability": 0.8971354166666666}, {"start": 2043.46, "end": 2043.54, "word": " اللي", "probability": 0.674560546875}, {"start": 2043.54, "end": 2043.84, "word": " علاقة", "probability": 0.7153727213541666}, {"start": 2043.84, "end": 2044.22, "word": " بالمظهر", "probability": 0.95048828125}, {"start": 2044.22, "end": 2044.62, "word": " الخارجي", "probability": 0.904052734375}, {"start": 2044.62, "end": 2044.68, "word": " على", "probability": 0.6083984375}, {"start": 2044.68, "end": 2044.94, "word": " فكرة", "probability": 0.978515625}, {"start": 2044.94, "end": 2045.58, "word": " لو", "probability": 0.9140625}, {"start": 2045.58, "end": 2046.08, "word": " قرأت", "probability": 0.9930419921875}, {"start": 2046.08, "end": 2046.56, "word": " صفاته", "probability": 0.9925537109375}, {"start": 2046.56, "end": 2047.16, "word": " الخارجية", "probability": 0.98681640625}, {"start": 2047.16, "end": 2047.5, "word": " مظهر", "probability": 0.9613037109375}, {"start": 2047.5, "end": 2047.74, "word": " كيف", "probability": 0.743896484375}, {"start": 2047.74, "end": 2048.0, "word": " ربنا", "probability": 0.8228352864583334}, {"start": 2048.0, "end": 2048.42, "word": " خلجه", "probability": 0.856689453125}], "temperature": 1.0}, {"id": 76, "seek": 207875, "start": 2049.01, "end": 2078.75, "text": "و علاقته مع الصحابة بيقولوا يا الله لو اني معهم نيالهم يا عم إذا القائد هو الشخص اللي عنده قدرة على التأثير في الآخرين بيحبوه و بفدوه بأرواحهم ماشي أخر حاجة عندنا هي الرقابة control أنا مكتبتش leadership ولا كتبتها؟ مكتبتش نرجع تاني القيادة leadership هل أنت مطلوبة من مصطلحات هذه؟ أه", "tokens": [2407, 11203, 995, 38149, 3224, 20449, 31767, 5016, 16758, 3660, 4724, 1829, 39648, 14407, 35186, 21984, 45164, 16472, 1829, 20449, 16095, 8717, 1829, 6027, 16095, 35186, 6225, 2304, 11933, 15730, 25062, 16373, 3215, 31439, 25124, 9778, 9381, 13672, 1829, 43242, 3224, 12174, 3215, 25720, 15844, 16712, 10721, 12984, 13546, 8978, 6024, 95, 34740, 9957, 4724, 1829, 5016, 3555, 2407, 3224, 4032, 4724, 5172, 3215, 2407, 3224, 4724, 10721, 2288, 14407, 5016, 16095, 3714, 33599, 1829, 5551, 34740, 11331, 26108, 3660, 43242, 8315, 39896, 34892, 4587, 16758, 3660, 1969, 41850, 3714, 4117, 2655, 3555, 2655, 8592, 5848, 49429, 9122, 2655, 3555, 2655, 11296, 22807, 3714, 4117, 2655, 3555, 2655, 8592, 8717, 47341, 3615, 6055, 7649, 1829, 25062, 1829, 18513, 3660, 5848, 8032, 1211, 14739, 2655, 3714, 9566, 1211, 37746, 3660, 9154, 3714, 9381, 9566, 1211, 5016, 9307, 29538, 22807, 5551, 3224], "avg_logprob": -0.21464982354049142, "compression_ratio": 1.794871794871795, "no_speech_prob": 0.0, "words": [{"start": 2049.01, "end": 2049.25, "word": "و", "probability": 0.51220703125}, {"start": 2049.25, "end": 2049.65, "word": " علاقته", "probability": 0.8240966796875}, {"start": 2049.65, "end": 2049.85, "word": " مع", "probability": 0.98583984375}, {"start": 2049.85, "end": 2050.49, "word": " الصحابة", "probability": 0.9774169921875}, {"start": 2050.49, "end": 2050.69, "word": " بيقولوا", "probability": 0.665863037109375}, {"start": 2050.69, "end": 2050.77, "word": " يا", "probability": 0.442626953125}, {"start": 2050.77, "end": 2050.97, "word": " الله", "probability": 0.8818359375}, {"start": 2050.97, "end": 2051.15, "word": " لو", "probability": 0.96875}, {"start": 2051.15, "end": 2051.29, "word": " اني", "probability": 0.679931640625}, {"start": 2051.29, "end": 2051.63, "word": " معهم", "probability": 0.869873046875}, {"start": 2051.63, "end": 2052.53, "word": " نيالهم", "probability": 0.65087890625}, {"start": 2052.53, "end": 2052.63, "word": " يا", "probability": 0.93505859375}, {"start": 2052.63, "end": 2052.79, "word": " عم", "probability": 0.96240234375}, {"start": 2052.79, "end": 2053.51, "word": " إذا", "probability": 0.486328125}, {"start": 2053.51, "end": 2054.23, "word": " القائد", "probability": 0.9830729166666666}, {"start": 2054.23, "end": 2054.67, "word": " هو", "probability": 0.9873046875}, {"start": 2054.67, "end": 2055.07, "word": " الشخص", "probability": 0.9903971354166666}, {"start": 2055.07, "end": 2055.21, "word": " اللي", "probability": 0.924560546875}, {"start": 2055.21, "end": 2055.43, "word": " عنده", "probability": 0.962158203125}, {"start": 2055.43, "end": 2055.73, "word": " قدرة", "probability": 0.9661458333333334}, {"start": 2055.73, "end": 2055.89, "word": " على", "probability": 0.8125}, {"start": 2055.89, "end": 2056.29, "word": " التأثير", "probability": 0.9913330078125}, {"start": 2056.29, "end": 2056.43, "word": " في", "probability": 0.93798828125}, {"start": 2056.43, "end": 2057.13, "word": " الآخرين", "probability": 0.9200439453125}, {"start": 2057.13, "end": 2058.09, "word": " بيحبوه", "probability": 0.9154459635416666}, {"start": 2058.09, "end": 2058.21, "word": " و", "probability": 0.49560546875}, {"start": 2058.21, "end": 2058.55, "word": " بفدوه", "probability": 0.85380859375}, {"start": 2058.55, "end": 2059.25, "word": " بأرواحهم", "probability": 0.7837320963541666}, {"start": 2059.25, "end": 2059.99, "word": " ماشي", "probability": 0.7578938802083334}, {"start": 2059.99, "end": 2061.23, "word": " أخر", "probability": 0.81103515625}, {"start": 2061.23, "end": 2061.59, "word": " حاجة", "probability": 0.9934895833333334}, {"start": 2061.59, "end": 2062.45, "word": " عندنا", "probability": 0.7298583984375}, {"start": 2062.45, "end": 2062.67, "word": " هي", "probability": 0.89208984375}, {"start": 2062.67, "end": 2064.17, "word": " الرقابة", "probability": 0.8748779296875}, {"start": 2064.17, "end": 2064.77, "word": " control", "probability": 0.2861328125}, {"start": 2064.77, "end": 2065.35, "word": " أنا", "probability": 0.6787109375}, {"start": 2065.35, "end": 2065.79, "word": " مكتبتش", "probability": 0.8486328125}, {"start": 2065.79, "end": 2066.07, "word": " leadership", "probability": 0.94287109375}, {"start": 2066.07, "end": 2066.33, "word": " ولا", "probability": 0.88720703125}, {"start": 2066.33, "end": 2066.79, "word": " كتبتها؟", "probability": 0.8600260416666666}, {"start": 2066.79, "end": 2067.31, "word": " مكتبتش", "probability": 0.8828125}, {"start": 2067.31, "end": 2068.37, "word": " نرجع", "probability": 0.7974446614583334}, {"start": 2068.37, "end": 2069.57, "word": " تاني", "probability": 0.9703776041666666}, {"start": 2069.57, "end": 2070.95, "word": " القيادة", "probability": 0.9169921875}, {"start": 2070.95, "end": 2071.47, "word": " leadership", "probability": 0.8115234375}, {"start": 2071.47, "end": 2077.27, "word": " هل", "probability": 0.956298828125}, {"start": 2077.27, "end": 2077.41, "word": " أنت", "probability": 0.63427734375}, {"start": 2077.41, "end": 2077.81, "word": " مطلوبة", "probability": 0.6994140625}, {"start": 2077.81, "end": 2077.87, "word": " من", "probability": 0.916015625}, {"start": 2077.87, "end": 2078.29, "word": " مصطلحات", "probability": 0.9393717447916666}, {"start": 2078.29, "end": 2078.59, "word": " هذه؟", "probability": 0.649169921875}, {"start": 2078.59, "end": 2078.75, "word": " أه", "probability": 0.77783203125}], "temperature": 1.0}, {"id": 77, "seek": 210975, "start": 2080.67, "end": 2109.75, "text": "خد بالك أنا بعطيكي المصطلحات البرزة leader شب القائد او القياد عفوا القائد leader طيب ما هي الرقابة كنت rolling ايش الرقابة؟ في عندنا هدف", "tokens": [9778, 3215, 20666, 4117, 41850, 4724, 3615, 9566, 1829, 4117, 1829, 9673, 9381, 9566, 1211, 5016, 9307, 2423, 26890, 11622, 3660, 5263, 13412, 3555, 25062, 16373, 3215, 1975, 2407, 25062, 1829, 18513, 6225, 5172, 14407, 25062, 16373, 3215, 5263, 23032, 1829, 3555, 19446, 39896, 34892, 4587, 16758, 3660, 9122, 29399, 9439, 1975, 1829, 8592, 34892, 4587, 16758, 3660, 22807, 8978, 43242, 8315, 8032, 3215, 5172], "avg_logprob": -0.318181828567476, "compression_ratio": 1.5298013245033113, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2080.67, "end": 2080.89, "word": "خد", "probability": 0.4981689453125}, {"start": 2080.89, "end": 2081.05, "word": " بالك", "probability": 0.6060791015625}, {"start": 2081.05, "end": 2081.17, "word": " أنا", "probability": 0.50146484375}, {"start": 2081.17, "end": 2081.49, "word": " بعطيكي", "probability": 0.8494466145833334}, {"start": 2081.49, "end": 2081.95, "word": " المصطلحات", "probability": 0.8703206380208334}, {"start": 2081.95, "end": 2083.39, "word": " البرزة", "probability": 0.731597900390625}, {"start": 2083.39, "end": 2084.61, "word": " leader", "probability": 0.0914306640625}, {"start": 2084.61, "end": 2084.93, "word": " شب", "probability": 0.7509765625}, {"start": 2084.93, "end": 2085.39, "word": " القائد", "probability": 0.8878580729166666}, {"start": 2085.39, "end": 2085.53, "word": " او", "probability": 0.56317138671875}, {"start": 2085.53, "end": 2085.93, "word": " القياد", "probability": 0.91259765625}, {"start": 2085.93, "end": 2086.23, "word": " عفوا", "probability": 0.8546549479166666}, {"start": 2086.23, "end": 2086.65, "word": " القائد", "probability": 0.9557291666666666}, {"start": 2086.65, "end": 2086.93, "word": " leader", "probability": 0.69189453125}, {"start": 2086.93, "end": 2089.29, "word": " طيب", "probability": 0.8567708333333334}, {"start": 2089.29, "end": 2090.65, "word": " ما", "probability": 0.79345703125}, {"start": 2090.65, "end": 2090.85, "word": " هي", "probability": 0.72900390625}, {"start": 2090.85, "end": 2091.65, "word": " الرقابة", "probability": 0.991455078125}, {"start": 2091.65, "end": 2094.89, "word": " كنت", "probability": 0.4632568359375}, {"start": 2094.89, "end": 2095.95, "word": " rolling", "probability": 0.80029296875}, {"start": 2095.95, "end": 2100.29, "word": " ايش", "probability": 0.72314453125}, {"start": 2100.29, "end": 2104.91, "word": " الرقابة؟", "probability": 0.93876953125}, {"start": 2104.91, "end": 2109.13, "word": " في", "probability": 0.7314453125}, {"start": 2109.13, "end": 2109.39, "word": " عندنا", "probability": 0.6915283203125}, {"start": 2109.39, "end": 2109.75, "word": " هدف", "probability": 0.9920247395833334}], "temperature": 1.0}, {"id": 78, "seek": 213819, "start": 2110.69, "end": 2138.19, "text": "ماشي هي الهدف طبعا احنا لازم نسعى و نتعب و نستغل المهارد لحتى نوصل للهدف أمامي تلاتة خيارات إما أني فعلا أحقق الهدف مثلا هدف زيادة الأرباح أو أني أنحرف بشكل إيجابي أو أنحرف بشكل إيش سلبي كيف؟ الآن احنا قلنا إننا نزيد الأرباح ب 10%", "tokens": [2304, 33599, 1829, 39896, 2423, 3224, 3215, 5172, 23032, 3555, 3615, 995, 1975, 5016, 8315, 5296, 31377, 2304, 8717, 3794, 3615, 7578, 4032, 8717, 2655, 3615, 3555, 4032, 8717, 14851, 17082, 1211, 9673, 3224, 9640, 3215, 5296, 33753, 7578, 8717, 2407, 36520, 24976, 3224, 3215, 5172, 5551, 2304, 10943, 1829, 6055, 1211, 9307, 3660, 16490, 1829, 9640, 9307, 11933, 15042, 14739, 1829, 6156, 3615, 15040, 5551, 5016, 4587, 4587, 2423, 3224, 3215, 5172, 50113, 15040, 8032, 3215, 5172, 30767, 1829, 18513, 3660, 16247, 25513, 39319, 34051, 14739, 1829, 14739, 5016, 28480, 4724, 8592, 28820, 11933, 1829, 7435, 16758, 1829, 34051, 14739, 5016, 28480, 4724, 8592, 28820, 11933, 1829, 8592, 8608, 1211, 21292, 9122, 33911, 22807, 6024, 48506, 1975, 5016, 8315, 12174, 1211, 8315, 36145, 8315, 8717, 11622, 25708, 16247, 25513, 39319, 4724, 1266, 4], "avg_logprob": -0.1756944512879407, "compression_ratio": 1.916279069767442, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2110.69, "end": 2111.11, "word": "ماشي", "probability": 0.7611490885416666}, {"start": 2111.11, "end": 2111.25, "word": " هي", "probability": 0.42529296875}, {"start": 2111.25, "end": 2111.67, "word": " الهدف", "probability": 0.9451904296875}, {"start": 2111.67, "end": 2113.65, "word": " طبعا", "probability": 0.9456787109375}, {"start": 2113.65, "end": 2113.81, "word": " احنا", "probability": 0.83251953125}, {"start": 2113.81, "end": 2114.13, "word": " لازم", "probability": 0.9749348958333334}, {"start": 2114.13, "end": 2114.63, "word": " نسعى", "probability": 0.948974609375}, {"start": 2114.63, "end": 2114.73, "word": " و", "probability": 0.8935546875}, {"start": 2114.73, "end": 2116.29, "word": " نتعب", "probability": 0.9110107421875}, {"start": 2116.29, "end": 2116.41, "word": " و", "probability": 0.94189453125}, {"start": 2116.41, "end": 2116.89, "word": " نستغل", "probability": 0.96826171875}, {"start": 2116.89, "end": 2117.25, "word": " المهارد", "probability": 0.7681884765625}, {"start": 2117.25, "end": 2117.45, "word": " لحتى", "probability": 0.7255859375}, {"start": 2117.45, "end": 2117.71, "word": " نوصل", "probability": 0.9752604166666666}, {"start": 2117.71, "end": 2118.73, "word": " للهدف", "probability": 0.8516845703125}, {"start": 2118.73, "end": 2119.85, "word": " أمامي", "probability": 0.8255615234375}, {"start": 2119.85, "end": 2120.15, "word": " تلاتة", "probability": 0.64404296875}, {"start": 2120.15, "end": 2120.71, "word": " خيارات", "probability": 0.9932861328125}, {"start": 2120.71, "end": 2122.51, "word": " إما", "probability": 0.6824951171875}, {"start": 2122.51, "end": 2122.81, "word": " أني", "probability": 0.560546875}, {"start": 2122.81, "end": 2123.07, "word": " فعلا", "probability": 0.95849609375}, {"start": 2123.07, "end": 2123.53, "word": " أحقق", "probability": 0.9190673828125}, {"start": 2123.53, "end": 2124.03, "word": " الهدف", "probability": 0.9957275390625}, {"start": 2124.03, "end": 2125.01, "word": " مثلا", "probability": 0.963623046875}, {"start": 2125.01, "end": 2125.29, "word": " هدف", "probability": 0.8548177083333334}, {"start": 2125.29, "end": 2125.83, "word": " زيادة", "probability": 0.9903564453125}, {"start": 2125.83, "end": 2126.37, "word": " الأرباح", "probability": 0.96826171875}, {"start": 2126.37, "end": 2128.57, "word": " أو", "probability": 0.86181640625}, {"start": 2128.57, "end": 2129.25, "word": " أني", "probability": 0.7919921875}, {"start": 2129.25, "end": 2130.97, "word": " أنحرف", "probability": 0.8732096354166666}, {"start": 2130.97, "end": 2131.43, "word": " بشكل", "probability": 0.9964192708333334}, {"start": 2131.43, "end": 2132.07, "word": " إيجابي", "probability": 0.9583984375}, {"start": 2132.07, "end": 2132.37, "word": " أو", "probability": 0.90771484375}, {"start": 2132.37, "end": 2132.71, "word": " أنحرف", "probability": 0.9041341145833334}, {"start": 2132.71, "end": 2133.09, "word": " بشكل", "probability": 0.9939778645833334}, {"start": 2133.09, "end": 2133.41, "word": " إيش", "probability": 0.7591959635416666}, {"start": 2133.41, "end": 2134.13, "word": " سلبي", "probability": 0.7822265625}, {"start": 2134.13, "end": 2135.77, "word": " كيف؟", "probability": 0.8048502604166666}, {"start": 2135.77, "end": 2136.13, "word": " الآن", "probability": 0.6961669921875}, {"start": 2136.13, "end": 2136.37, "word": " احنا", "probability": 0.8343098958333334}, {"start": 2136.37, "end": 2136.61, "word": " قلنا", "probability": 0.8800455729166666}, {"start": 2136.61, "end": 2136.77, "word": " إننا", "probability": 0.445556640625}, {"start": 2136.77, "end": 2137.07, "word": " نزيد", "probability": 0.9637044270833334}, {"start": 2137.07, "end": 2137.49, "word": " الأرباح", "probability": 0.9532877604166666}, {"start": 2137.49, "end": 2137.61, "word": " ب", "probability": 0.5439453125}, {"start": 2137.61, "end": 2137.83, "word": " 10", "probability": 0.436767578125}, {"start": 2137.83, "end": 2138.19, "word": "%", "probability": 0.951171875}], "temperature": 1.0}, {"id": 79, "seek": 216644, "start": 2139.78, "end": 2166.44, "text": "إذا شركة جوال حابة تزيد إرباحها 10% إيش هيصير؟ إما فعلا اتحققها بـ 10% أو بـ 15% أو بـ 5% إذا إما انحراف إيجابي كويس انت كنت هجيب 90 جيبت 95 في المدى أو انحراف سلبي قلت هجيب 90 جيبت 70 وضع صعب", "tokens": [28814, 15730, 13412, 31747, 3660, 10874, 2407, 6027, 11331, 16758, 3660, 6055, 11622, 25708, 11933, 25513, 39319, 11296, 1266, 4, 11933, 1829, 8592, 39896, 9381, 13546, 22807, 11933, 15042, 6156, 3615, 15040, 1975, 2655, 5016, 4587, 4587, 11296, 4724, 39184, 1266, 4, 34051, 4724, 39184, 2119, 4, 34051, 4724, 39184, 1025, 4, 11933, 15730, 11933, 15042, 16472, 5016, 23557, 5172, 11933, 1829, 7435, 16758, 1829, 9122, 45865, 3794, 16472, 2655, 9122, 29399, 8032, 7435, 1829, 3555, 4289, 10874, 1829, 3555, 2655, 13420, 8978, 9673, 3215, 7578, 34051, 16472, 5016, 23557, 5172, 8608, 1211, 21292, 12174, 1211, 2655, 8032, 7435, 1829, 3555, 4289, 10874, 1829, 3555, 2655, 5285, 4032, 11242, 3615, 20328, 3615, 3555], "avg_logprob": -0.2239583399996423, "compression_ratio": 1.7365591397849462, "no_speech_prob": 0.0, "words": [{"start": 2139.78, "end": 2140.06, "word": "إذا", "probability": 0.692626953125}, {"start": 2140.06, "end": 2140.56, "word": " شركة", "probability": 0.9480794270833334}, {"start": 2140.56, "end": 2140.84, "word": " جوال", "probability": 0.7871907552083334}, {"start": 2140.84, "end": 2141.18, "word": " حابة", "probability": 0.6888020833333334}, {"start": 2141.18, "end": 2141.3, "word": " تزيد", "probability": 0.92578125}, {"start": 2141.3, "end": 2141.66, "word": " إرباحها", "probability": 0.79937744140625}, {"start": 2141.66, "end": 2141.84, "word": " 10", "probability": 0.59521484375}, {"start": 2141.84, "end": 2142.18, "word": "%", "probability": 0.9345703125}, {"start": 2142.18, "end": 2142.72, "word": " إيش", "probability": 0.6532389322916666}, {"start": 2142.72, "end": 2143.98, "word": " هيصير؟", "probability": 0.7510986328125}, {"start": 2143.98, "end": 2144.22, "word": " إما", "probability": 0.8828125}, {"start": 2144.22, "end": 2144.78, "word": " فعلا", "probability": 0.8790690104166666}, {"start": 2144.78, "end": 2146.82, "word": " اتحققها", "probability": 0.8774007161458334}, {"start": 2146.82, "end": 2146.98, "word": " بـ", "probability": 0.65771484375}, {"start": 2146.98, "end": 2147.1, "word": " 10", "probability": 0.638671875}, {"start": 2147.1, "end": 2147.6, "word": "%", "probability": 0.95751953125}, {"start": 2147.6, "end": 2148.72, "word": " أو", "probability": 0.88818359375}, {"start": 2148.72, "end": 2149.44, "word": " بـ", "probability": 0.704345703125}, {"start": 2149.44, "end": 2149.9, "word": " 15", "probability": 0.900390625}, {"start": 2149.9, "end": 2150.38, "word": "%", "probability": 0.9833984375}, {"start": 2150.38, "end": 2150.92, "word": " أو", "probability": 0.93408203125}, {"start": 2150.92, "end": 2151.08, "word": " بـ", "probability": 0.90185546875}, {"start": 2151.08, "end": 2151.24, "word": " 5", "probability": 0.91162109375}, {"start": 2151.24, "end": 2151.56, "word": "%", "probability": 0.93994140625}, {"start": 2151.56, "end": 2152.84, "word": " إذا", "probability": 0.964111328125}, {"start": 2152.84, "end": 2153.26, "word": " إما", "probability": 0.978271484375}, {"start": 2153.26, "end": 2154.04, "word": " انحراف", "probability": 0.8843994140625}, {"start": 2154.04, "end": 2154.74, "word": " إيجابي", "probability": 0.97734375}, {"start": 2154.74, "end": 2155.68, "word": " كويس", "probability": 0.9222005208333334}, {"start": 2155.68, "end": 2155.94, "word": " انت", "probability": 0.58673095703125}, {"start": 2155.94, "end": 2156.08, "word": " كنت", "probability": 0.686767578125}, {"start": 2156.08, "end": 2156.32, "word": " هجيب", "probability": 0.75799560546875}, {"start": 2156.32, "end": 2156.58, "word": " 90", "probability": 0.9287109375}, {"start": 2156.58, "end": 2156.78, "word": " جيبت", "probability": 0.744140625}, {"start": 2156.78, "end": 2157.02, "word": " 95", "probability": 0.98095703125}, {"start": 2157.02, "end": 2157.64, "word": " في", "probability": 0.86083984375}, {"start": 2157.64, "end": 2158.1, "word": " المدى", "probability": 0.82373046875}, {"start": 2158.1, "end": 2158.88, "word": " أو", "probability": 0.869140625}, {"start": 2158.88, "end": 2159.3, "word": " انحراف", "probability": 0.9608154296875}, {"start": 2159.3, "end": 2159.78, "word": " سلبي", "probability": 0.9269205729166666}, {"start": 2159.78, "end": 2161.54, "word": " قلت", "probability": 0.6328938802083334}, {"start": 2161.54, "end": 2161.86, "word": " هجيب", "probability": 0.94677734375}, {"start": 2161.86, "end": 2162.24, "word": " 90", "probability": 0.98681640625}, {"start": 2162.24, "end": 2162.76, "word": " جيبت", "probability": 0.9168701171875}, {"start": 2162.76, "end": 2163.28, "word": " 70", "probability": 0.96923828125}, {"start": 2163.28, "end": 2166.06, "word": " وضع", "probability": 0.6102701822916666}, {"start": 2166.06, "end": 2166.44, "word": " صعب", "probability": 0.9632161458333334}], "temperature": 1.0}, {"id": 80, "seek": 219650, "start": 2168.12, "end": 2196.5, "text": "أو طبقتها 100% 90% عن 90% إذا قياس الأداء الفعلي اللي هو شغلنا مقارنته بالهدف ونشوف الإنحرافات إذا كانت إيجابية و لا سلبية و منصحة إذا أول حاجة يا أخوات بحطوا الأداء المخطط اللي هو الهدف اللي احنا قلنا زيادة الأرباح 10% بعدين بنشتغل دنيا واحد بكون عندنا أداء فعلي", "tokens": [10721, 2407, 23032, 3555, 38149, 11296, 2319, 4, 4289, 4, 18871, 4289, 4, 11933, 15730, 12174, 25528, 3794, 16247, 3215, 16606, 27188, 3615, 20292, 13672, 1829, 31439, 13412, 17082, 1211, 8315, 3714, 4587, 9640, 1863, 47395, 20666, 3224, 3215, 5172, 4032, 1863, 8592, 38688, 33688, 1863, 5016, 23557, 5172, 9307, 11933, 15730, 25961, 2655, 11933, 1829, 7435, 16758, 10632, 4032, 20193, 8608, 46152, 10632, 4032, 9154, 9381, 5016, 3660, 11933, 15730, 5551, 12610, 11331, 26108, 3660, 35186, 5551, 9778, 2407, 9307, 4724, 5016, 9566, 14407, 16247, 3215, 16606, 9673, 9778, 9566, 9566, 13672, 1829, 31439, 2423, 3224, 3215, 5172, 13672, 1829, 1975, 5016, 8315, 12174, 1211, 8315, 30767, 1829, 18513, 3660, 16247, 25513, 39319, 1266, 4, 39182, 9957, 44945, 8592, 2655, 17082, 1211, 11778, 22653, 995, 36764, 24401, 4724, 30544, 43242, 8315, 5551, 3215, 16606, 6156, 3615, 20292], "avg_logprob": -0.19525630203940028, "compression_ratio": 1.901639344262295, "no_speech_prob": 0.0, "words": [{"start": 2168.1199999999994, "end": 2168.9199999999996, "word": "أو", "probability": 0.93359375}, {"start": 2168.9199999999996, "end": 2169.72, "word": " طبقتها", "probability": 0.72320556640625}, {"start": 2169.72, "end": 2169.94, "word": " 100", "probability": 0.67138671875}, {"start": 2169.94, "end": 2170.4, "word": "%", "probability": 0.87548828125}, {"start": 2170.4, "end": 2171.14, "word": " 90", "probability": 0.580078125}, {"start": 2171.14, "end": 2171.22, "word": "%", "probability": 0.494873046875}, {"start": 2171.22, "end": 2171.28, "word": " عن", "probability": 0.1756591796875}, {"start": 2171.28, "end": 2171.56, "word": " 90", "probability": 0.982421875}, {"start": 2171.56, "end": 2171.68, "word": "%", "probability": 0.9736328125}, {"start": 2171.68, "end": 2173.0, "word": " إذا", "probability": 0.71435546875}, {"start": 2173.0, "end": 2173.54, "word": " قياس", "probability": 0.8859049479166666}, {"start": 2173.54, "end": 2173.96, "word": " الأداء", "probability": 0.9510091145833334}, {"start": 2173.96, "end": 2174.48, "word": " الفعلي", "probability": 0.8331705729166666}, {"start": 2174.48, "end": 2175.18, "word": " اللي", "probability": 0.748046875}, {"start": 2175.18, "end": 2175.34, "word": " هو", "probability": 0.97265625}, {"start": 2175.34, "end": 2175.86, "word": " شغلنا", "probability": 0.965087890625}, {"start": 2175.86, "end": 2176.88, "word": " مقارنته", "probability": 0.88603515625}, {"start": 2176.88, "end": 2177.5, "word": " بالهدف", "probability": 0.986572265625}, {"start": 2177.5, "end": 2179.16, "word": " ونشوف", "probability": 0.90673828125}, {"start": 2179.16, "end": 2180.1, "word": " الإنحرافات", "probability": 0.8577473958333334}, {"start": 2180.1, "end": 2180.94, "word": " إذا", "probability": 0.958251953125}, {"start": 2180.94, "end": 2181.24, "word": " كانت", "probability": 0.97900390625}, {"start": 2181.24, "end": 2181.72, "word": " إيجابية", "probability": 0.99248046875}, {"start": 2181.72, "end": 2181.86, "word": " و", "probability": 0.3603515625}, {"start": 2181.86, "end": 2181.96, "word": " لا", "probability": 0.962890625}, {"start": 2181.96, "end": 2182.46, "word": " سلبية", "probability": 0.9425455729166666}, {"start": 2182.46, "end": 2182.78, "word": " و", "probability": 0.59912109375}, {"start": 2182.78, "end": 2183.16, "word": " منصحة", "probability": 0.64508056640625}, {"start": 2183.16, "end": 2183.8, "word": " إذا", "probability": 0.7216796875}, {"start": 2183.8, "end": 2185.88, "word": " أول", "probability": 0.886962890625}, {"start": 2185.88, "end": 2186.12, "word": " حاجة", "probability": 0.9562174479166666}, {"start": 2186.12, "end": 2186.26, "word": " يا", "probability": 0.76513671875}, {"start": 2186.26, "end": 2186.5, "word": " أخوات", "probability": 0.914306640625}, {"start": 2186.5, "end": 2186.9, "word": " بحطوا", "probability": 0.7587890625}, {"start": 2186.9, "end": 2187.12, "word": " الأداء", "probability": 0.9788411458333334}, {"start": 2187.12, "end": 2187.6, "word": " المخطط", "probability": 0.97412109375}, {"start": 2187.6, "end": 2187.72, "word": " اللي", "probability": 0.940673828125}, {"start": 2187.72, "end": 2187.8, "word": " هو", "probability": 0.98974609375}, {"start": 2187.8, "end": 2188.2, "word": " الهدف", "probability": 0.990966796875}, {"start": 2188.2, "end": 2190.1, "word": " اللي", "probability": 0.946044921875}, {"start": 2190.1, "end": 2190.26, "word": " احنا", "probability": 0.7970377604166666}, {"start": 2190.26, "end": 2190.5, "word": " قلنا", "probability": 0.7766927083333334}, {"start": 2190.5, "end": 2190.88, "word": " زيادة", "probability": 0.9735107421875}, {"start": 2190.88, "end": 2191.16, "word": " الأرباح", "probability": 0.6997477213541666}, {"start": 2191.16, "end": 2191.4, "word": " 10", "probability": 0.89013671875}, {"start": 2191.4, "end": 2191.86, "word": "%", "probability": 0.98779296875}, {"start": 2191.86, "end": 2192.44, "word": " بعدين", "probability": 0.6568603515625}, {"start": 2192.44, "end": 2193.06, "word": " بنشتغل", "probability": 0.85615234375}, {"start": 2193.06, "end": 2193.72, "word": " دنيا", "probability": 0.544189453125}, {"start": 2193.72, "end": 2194.12, "word": " واحد", "probability": 0.75927734375}, {"start": 2194.12, "end": 2195.66, "word": " بكون", "probability": 0.777587890625}, {"start": 2195.66, "end": 2195.86, "word": " عندنا", "probability": 0.910400390625}, {"start": 2195.86, "end": 2196.1, "word": " أداء", "probability": 0.96923828125}, {"start": 2196.1, "end": 2196.5, "word": " فعلي", "probability": 0.9324544270833334}], "temperature": 1.0}, {"id": 81, "seek": 222498, "start": 2197.56, "end": 2224.98, "text": "بارح بقارن واحد باتنين أو اتنين بواحد بطلع اندي انحراف لازم أصححه احنا يا جماعة هنا كنا بنزيدها عشرة في المية ليش خمسة في المية؟ نبحث عن الأسباب، واضح؟ حتى الانحراف الإيجابي برضه بده وقفة بدل جايبة 95 و جايبة 95 ليش ماحكتي من البداية؟ ليش جايبة 90؟ إذا بحط هدف بأشتغل", "tokens": [3555, 9640, 5016, 4724, 4587, 9640, 1863, 36764, 24401, 4724, 9307, 1863, 9957, 34051, 1975, 2655, 1863, 9957, 4724, 14407, 24401, 4724, 9566, 1211, 3615, 16472, 16254, 16472, 5016, 23557, 5172, 5296, 31377, 2304, 5551, 9381, 5016, 5016, 3224, 1975, 5016, 8315, 35186, 10874, 15042, 27884, 34105, 9122, 8315, 44945, 11622, 25708, 11296, 6225, 8592, 25720, 8978, 9673, 10632, 32239, 8592, 16490, 2304, 3794, 3660, 8978, 9673, 10632, 22807, 8717, 49628, 12984, 18871, 16247, 35457, 16758, 12399, 4032, 46958, 5016, 22807, 11331, 49975, 2423, 7649, 5016, 23557, 5172, 33688, 1829, 7435, 16758, 1829, 4724, 43042, 3224, 47525, 3224, 4032, 4587, 5172, 3660, 47525, 1211, 10874, 47302, 49401, 13420, 4032, 10874, 47302, 49401, 13420, 32239, 8592, 19446, 5016, 4117, 31371, 9154, 29739, 28259, 10632, 22807, 32239, 8592, 10874, 47302, 49401, 4289, 22807, 11933, 15730, 4724, 5016, 9566, 8032, 3215, 5172, 4724, 10721, 8592, 2655, 17082, 1211], "avg_logprob": -0.2395119834436129, "compression_ratio": 1.908, "no_speech_prob": 0.0, "words": [{"start": 2197.56, "end": 2197.96, "word": "بارح", "probability": 0.4249674479166667}, {"start": 2197.96, "end": 2198.56, "word": " بقارن", "probability": 0.9185791015625}, {"start": 2198.56, "end": 2198.84, "word": " واحد", "probability": 0.60882568359375}, {"start": 2198.84, "end": 2199.24, "word": " باتنين", "probability": 0.7672119140625}, {"start": 2199.24, "end": 2199.42, "word": " أو", "probability": 0.6123046875}, {"start": 2199.42, "end": 2199.66, "word": " اتنين", "probability": 0.9503173828125}, {"start": 2199.66, "end": 2200.1, "word": " بواحد", "probability": 0.98388671875}, {"start": 2200.1, "end": 2200.42, "word": " بطلع", "probability": 0.725830078125}, {"start": 2200.42, "end": 2200.62, "word": " اندي", "probability": 0.55224609375}, {"start": 2200.62, "end": 2201.1, "word": " انحراف", "probability": 0.901123046875}, {"start": 2201.1, "end": 2204.46, "word": " لازم", "probability": 0.9723307291666666}, {"start": 2204.46, "end": 2204.98, "word": " أصححه", "probability": 0.78310546875}, {"start": 2204.98, "end": 2205.68, "word": " احنا", "probability": 0.8291015625}, {"start": 2205.68, "end": 2205.82, "word": " يا", "probability": 0.9443359375}, {"start": 2205.82, "end": 2206.1, "word": " جماعة", "probability": 0.9905598958333334}, {"start": 2206.1, "end": 2206.32, "word": " هنا", "probability": 0.85986328125}, {"start": 2206.32, "end": 2206.54, "word": " كنا", "probability": 0.876708984375}, {"start": 2206.54, "end": 2207.02, "word": " بنزيدها", "probability": 0.84912109375}, {"start": 2207.02, "end": 2207.28, "word": " عشرة", "probability": 0.70263671875}, {"start": 2207.28, "end": 2207.44, "word": " في", "probability": 0.381591796875}, {"start": 2207.44, "end": 2207.7, "word": " المية", "probability": 0.826416015625}, {"start": 2207.7, "end": 2208.38, "word": " ليش", "probability": 0.865966796875}, {"start": 2208.38, "end": 2208.7, "word": " خمسة", "probability": 0.9560546875}, {"start": 2208.7, "end": 2208.84, "word": " في", "probability": 0.9404296875}, {"start": 2208.84, "end": 2209.44, "word": " المية؟", "probability": 0.7740885416666666}, {"start": 2209.44, "end": 2209.8, "word": " نبحث", "probability": 0.9015299479166666}, {"start": 2209.8, "end": 2209.92, "word": " عن", "probability": 0.443115234375}, {"start": 2209.92, "end": 2210.92, "word": " الأسباب،", "probability": 0.75811767578125}, {"start": 2210.92, "end": 2211.64, "word": " واضح؟", "probability": 0.958251953125}, {"start": 2211.64, "end": 2212.0, "word": " حتى", "probability": 0.951416015625}, {"start": 2212.0, "end": 2212.56, "word": " الانحراف", "probability": 0.90966796875}, {"start": 2212.56, "end": 2213.04, "word": " الإيجابي", "probability": 0.87236328125}, {"start": 2213.04, "end": 2213.34, "word": " برضه", "probability": 0.9666341145833334}, {"start": 2213.34, "end": 2213.84, "word": " بده", "probability": 0.8369140625}, {"start": 2213.84, "end": 2214.52, "word": " وقفة", "probability": 0.9632568359375}, {"start": 2214.52, "end": 2216.32, "word": " بدل", "probability": 0.7724609375}, {"start": 2216.32, "end": 2216.68, "word": " جايبة", "probability": 0.4254557291666667}, {"start": 2216.68, "end": 2217.28, "word": " 95", "probability": 0.92236328125}, {"start": 2217.28, "end": 2217.92, "word": " و", "probability": 0.476318359375}, {"start": 2217.92, "end": 2218.16, "word": " جايبة", "probability": 0.44189453125}, {"start": 2218.16, "end": 2218.66, "word": " 95", "probability": 0.84619140625}, {"start": 2218.66, "end": 2218.94, "word": " ليش", "probability": 0.78564453125}, {"start": 2218.94, "end": 2219.3, "word": " ماحكتي", "probability": 0.7637939453125}, {"start": 2219.3, "end": 2219.42, "word": " من", "probability": 0.98193359375}, {"start": 2219.42, "end": 2219.82, "word": " البداية؟", "probability": 0.91455078125}, {"start": 2219.82, "end": 2219.94, "word": " ليش", "probability": 0.77294921875}, {"start": 2219.94, "end": 2220.1, "word": " جايبة", "probability": 0.9098307291666666}, {"start": 2220.1, "end": 2221.3, "word": " 90؟", "probability": 0.81689453125}, {"start": 2221.3, "end": 2221.64, "word": " إذا", "probability": 0.6474609375}, {"start": 2221.64, "end": 2223.02, "word": " بحط", "probability": 0.93115234375}, {"start": 2223.02, "end": 2223.46, "word": " هدف", "probability": 0.9894205729166666}, {"start": 2223.46, "end": 2224.98, "word": " بأشتغل", "probability": 0.91455078125}], "temperature": 1.0}, {"id": 82, "seek": 225273, "start": 2226.06, "end": 2252.74, "text": "بعد كده بشوف هل حققنا الهدف ولا بععدنا يعني إحنا الآن أعطونا 14 أسبوع إن شاء الله ناخد منهم مفاهيم الإدارة هنعيش بعد ال 14 أسبوع نعشنا نشوف هل حققنا الهدف ولا لا ماشي واضح يا جماعة؟ هذه بنسميها إيش الرقم لنعود مع بعض تخطيط", "tokens": [3555, 22488, 9122, 3215, 3224, 4724, 8592, 38688, 8032, 1211, 11331, 4587, 4587, 8315, 2423, 3224, 3215, 5172, 49429, 45030, 22488, 8315, 37495, 22653, 11933, 5016, 8315, 6024, 48506, 5551, 3615, 9566, 2407, 8315, 3499, 5551, 35457, 45367, 36145, 13412, 16606, 21984, 8717, 47283, 3215, 9154, 16095, 3714, 5172, 40294, 32640, 33688, 3215, 9640, 3660, 8032, 1863, 3615, 1829, 8592, 39182, 2423, 3499, 5551, 35457, 45367, 8717, 3615, 8592, 8315, 8717, 8592, 38688, 8032, 1211, 11331, 4587, 4587, 8315, 2423, 3224, 3215, 5172, 49429, 20193, 3714, 33599, 1829, 4032, 46958, 5016, 35186, 10874, 15042, 27884, 22807, 29538, 44945, 38251, 1829, 11296, 11933, 1829, 8592, 34892, 4587, 2304, 5296, 1863, 3615, 23328, 20449, 45030, 11242, 6055, 9778, 9566, 1829, 9566], "avg_logprob": -0.19622395125528178, "compression_ratio": 1.8767772511848342, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2226.06, "end": 2226.36, "word": "بعد", "probability": 0.7646484375}, {"start": 2226.36, "end": 2226.54, "word": " كده", "probability": 0.7284342447916666}, {"start": 2226.54, "end": 2227.02, "word": " بشوف", "probability": 0.8567708333333334}, {"start": 2227.02, "end": 2227.54, "word": " هل", "probability": 0.9111328125}, {"start": 2227.54, "end": 2227.96, "word": " حققنا", "probability": 0.9752197265625}, {"start": 2227.96, "end": 2228.28, "word": " الهدف", "probability": 0.9879150390625}, {"start": 2228.28, "end": 2228.44, "word": " ولا", "probability": 0.63623046875}, {"start": 2228.44, "end": 2229.0, "word": " بععدنا", "probability": 0.7233072916666666}, {"start": 2229.0, "end": 2229.64, "word": " يعني", "probability": 0.740966796875}, {"start": 2229.64, "end": 2229.84, "word": " إحنا", "probability": 0.8158365885416666}, {"start": 2229.84, "end": 2230.08, "word": " الآن", "probability": 0.6253662109375}, {"start": 2230.08, "end": 2230.42, "word": " أعطونا", "probability": 0.81982421875}, {"start": 2230.42, "end": 2230.88, "word": " 14", "probability": 0.53662109375}, {"start": 2230.88, "end": 2231.62, "word": " أسبوع", "probability": 0.9384765625}, {"start": 2231.62, "end": 2233.7, "word": " إن", "probability": 0.406982421875}, {"start": 2233.7, "end": 2233.94, "word": " شاء", "probability": 0.96875}, {"start": 2233.94, "end": 2234.22, "word": " الله", "probability": 0.9599609375}, {"start": 2234.22, "end": 2236.04, "word": " ناخد", "probability": 0.8912760416666666}, {"start": 2236.04, "end": 2236.5, "word": " منهم", "probability": 0.990234375}, {"start": 2236.5, "end": 2237.02, "word": " مفاهيم", "probability": 0.9647216796875}, {"start": 2237.02, "end": 2237.64, "word": " الإدارة", "probability": 0.9866943359375}, {"start": 2237.64, "end": 2238.76, "word": " هنعيش", "probability": 0.7275390625}, {"start": 2238.76, "end": 2238.96, "word": " بعد", "probability": 0.90771484375}, {"start": 2238.96, "end": 2239.12, "word": " ال", "probability": 0.54345703125}, {"start": 2239.12, "end": 2239.5, "word": " 14", "probability": 0.60888671875}, {"start": 2239.5, "end": 2239.94, "word": " أسبوع", "probability": 0.95361328125}, {"start": 2239.94, "end": 2240.3, "word": " نعشنا", "probability": 0.6973876953125}, {"start": 2240.3, "end": 2240.68, "word": " نشوف", "probability": 0.8388671875}, {"start": 2240.68, "end": 2240.88, "word": " هل", "probability": 0.95654296875}, {"start": 2240.88, "end": 2241.34, "word": " حققنا", "probability": 0.994384765625}, {"start": 2241.34, "end": 2241.78, "word": " الهدف", "probability": 0.9947509765625}, {"start": 2241.78, "end": 2242.06, "word": " ولا", "probability": 0.8701171875}, {"start": 2242.06, "end": 2242.46, "word": " لا", "probability": 0.89794921875}, {"start": 2242.46, "end": 2244.78, "word": " ماشي", "probability": 0.8658854166666666}, {"start": 2244.78, "end": 2246.38, "word": " واضح", "probability": 0.9249674479166666}, {"start": 2246.38, "end": 2246.5, "word": " يا", "probability": 0.97998046875}, {"start": 2246.5, "end": 2247.02, "word": " جماعة؟", "probability": 0.84197998046875}, {"start": 2247.02, "end": 2247.16, "word": " هذه", "probability": 0.59619140625}, {"start": 2247.16, "end": 2247.68, "word": " بنسميها", "probability": 0.82537841796875}, {"start": 2247.68, "end": 2247.98, "word": " إيش", "probability": 0.83349609375}, {"start": 2247.98, "end": 2248.86, "word": " الرقم", "probability": 0.694580078125}, {"start": 2248.86, "end": 2250.32, "word": " لنعود", "probability": 0.712005615234375}, {"start": 2250.32, "end": 2250.54, "word": " مع", "probability": 0.947265625}, {"start": 2250.54, "end": 2250.94, "word": " بعض", "probability": 0.9765625}, {"start": 2250.94, "end": 2252.74, "word": " تخطيط", "probability": 0.9673828125}], "temperature": 1.0}, {"id": 83, "seek": 228167, "start": 2253.84, "end": 2281.68, "text": "كل تعريف مستقل عن الوظيفة اللي بعده كل واحد خاص بنفسه علاقتهم هم الأربع تكامل، تكامل هم الأربع ما هو التخطيط يا أستاذة سحر؟ هو استقراء الواضع ودراسة الحاضر وتنبؤ بالمستقبل، بوصول إلى التأثير ممتاز، ما هو التنظيم يا أستاذة ساميرا؟ عملية تخصيص المحام والموارد، وتخارق التوائع والأقسام، تأثير بالنهار والإجازة", "tokens": [28820, 37279, 16572, 5172, 3714, 14851, 4587, 1211, 18871, 2423, 2407, 19913, 33911, 3660, 13672, 1829, 39182, 3224, 28242, 36764, 24401, 16490, 33546, 44945, 36178, 3224, 11203, 995, 38149, 16095, 8032, 2304, 16247, 25513, 3615, 6055, 4117, 10943, 1211, 12399, 6055, 4117, 10943, 1211, 8032, 2304, 16247, 25513, 3615, 19446, 31439, 16712, 9778, 9566, 1829, 9566, 35186, 5551, 14851, 45636, 3660, 8608, 5016, 2288, 22807, 31439, 44713, 4587, 2288, 16606, 2423, 14407, 11242, 3615, 4032, 3215, 23557, 3794, 3660, 21542, 46958, 2288, 4032, 2655, 1863, 3555, 33604, 20666, 2304, 14851, 4587, 36150, 12399, 4724, 2407, 9381, 12610, 30731, 16712, 10721, 12984, 13546, 3714, 2304, 2655, 31377, 12399, 19446, 31439, 16712, 1863, 19913, 32640, 35186, 5551, 14851, 45636, 3660, 8608, 10943, 13546, 995, 22807, 6225, 42213, 10632, 6055, 9778, 9381, 1829, 9381, 9673, 5016, 10943, 16070, 2304, 2407, 9640, 3215, 12399, 34683, 9778, 9640, 4587, 16712, 2407, 16373, 3615, 16070, 10721, 4587, 3794, 10943, 12399, 6055, 10721, 12984, 13546, 20666, 1863, 3224, 9640, 16070, 28814, 7435, 31377, 3660], "avg_logprob": -0.26618302595757304, "compression_ratio": 2.0586080586080584, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2253.84, "end": 2254.12, "word": "كل", "probability": 0.9052734375}, {"start": 2254.12, "end": 2254.48, "word": " تعريف", "probability": 0.9930013020833334}, {"start": 2254.48, "end": 2254.92, "word": " مستقل", "probability": 0.9764404296875}, {"start": 2254.92, "end": 2255.08, "word": " عن", "probability": 0.990234375}, {"start": 2255.08, "end": 2255.56, "word": " الوظيفة", "probability": 0.99267578125}, {"start": 2255.56, "end": 2255.68, "word": " اللي", "probability": 0.75146484375}, {"start": 2255.68, "end": 2256.06, "word": " بعده", "probability": 0.8642578125}, {"start": 2256.06, "end": 2256.26, "word": " كل", "probability": 0.57666015625}, {"start": 2256.26, "end": 2256.5, "word": " واحد", "probability": 0.99658203125}, {"start": 2256.5, "end": 2256.78, "word": " خاص", "probability": 0.985107421875}, {"start": 2256.78, "end": 2257.36, "word": " بنفسه", "probability": 0.9119466145833334}, {"start": 2257.36, "end": 2258.9, "word": " علاقتهم", "probability": 0.923095703125}, {"start": 2258.9, "end": 2259.1, "word": " هم", "probability": 0.76904296875}, {"start": 2259.1, "end": 2259.54, "word": " الأربع", "probability": 0.8777669270833334}, {"start": 2259.54, "end": 2261.24, "word": " تكامل،", "probability": 0.80791015625}, {"start": 2261.24, "end": 2261.82, "word": " تكامل", "probability": 0.8968505859375}, {"start": 2261.82, "end": 2261.96, "word": " هم", "probability": 0.89013671875}, {"start": 2261.96, "end": 2262.44, "word": " الأربع", "probability": 0.97314453125}, {"start": 2262.44, "end": 2264.74, "word": " ما", "probability": 0.7861328125}, {"start": 2264.74, "end": 2264.96, "word": " هو", "probability": 0.982421875}, {"start": 2264.96, "end": 2265.56, "word": " التخطيط", "probability": 0.99287109375}, {"start": 2265.56, "end": 2265.68, "word": " يا", "probability": 0.95654296875}, {"start": 2265.68, "end": 2266.02, "word": " أستاذة", "probability": 0.9102783203125}, {"start": 2266.02, "end": 2267.02, "word": " سحر؟", "probability": 0.7562255859375}, {"start": 2267.02, "end": 2267.2, "word": " هو", "probability": 0.2076416015625}, {"start": 2267.2, "end": 2267.62, "word": " استقراء", "probability": 0.63714599609375}, {"start": 2267.62, "end": 2268.06, "word": " الواضع", "probability": 0.57421875}, {"start": 2268.06, "end": 2268.6, "word": " ودراسة", "probability": 0.9634765625}, {"start": 2268.6, "end": 2269.1, "word": " الحاضر", "probability": 0.9033203125}, {"start": 2269.1, "end": 2269.62, "word": " وتنبؤ", "probability": 0.474560546875}, {"start": 2269.62, "end": 2270.7, "word": " بالمستقبل،", "probability": 0.875244140625}, {"start": 2270.7, "end": 2271.18, "word": " بوصول", "probability": 0.67230224609375}, {"start": 2271.18, "end": 2271.38, "word": " إلى", "probability": 0.9052734375}, {"start": 2271.38, "end": 2271.82, "word": " التأثير", "probability": 0.5137939453125}, {"start": 2271.82, "end": 2272.6, "word": " ممتاز،", "probability": 0.86826171875}, {"start": 2272.6, "end": 2273.4, "word": " ما", "probability": 0.97705078125}, {"start": 2273.4, "end": 2273.6, "word": " هو", "probability": 0.986328125}, {"start": 2273.6, "end": 2274.08, "word": " التنظيم", "probability": 0.9930419921875}, {"start": 2274.08, "end": 2274.2, "word": " يا", "probability": 0.4658203125}, {"start": 2274.2, "end": 2274.56, "word": " أستاذة", "probability": 0.944580078125}, {"start": 2274.56, "end": 2275.84, "word": " ساميرا؟", "probability": 0.79677734375}, {"start": 2275.84, "end": 2277.18, "word": " عملية", "probability": 0.9899088541666666}, {"start": 2277.18, "end": 2277.58, "word": " تخصيص", "probability": 0.93154296875}, {"start": 2277.58, "end": 2278.0, "word": " المحام", "probability": 0.6105143229166666}, {"start": 2278.0, "end": 2278.76, "word": " والموارد،", "probability": 0.8222249348958334}, {"start": 2278.76, "end": 2279.16, "word": " وتخارق", "probability": 0.54376220703125}, {"start": 2279.16, "end": 2279.58, "word": " التوائع", "probability": 0.63031005859375}, {"start": 2279.58, "end": 2280.34, "word": " والأقسام،", "probability": 0.7625325520833334}, {"start": 2280.34, "end": 2280.68, "word": " تأثير", "probability": 0.60968017578125}, {"start": 2280.68, "end": 2281.16, "word": " بالنهار", "probability": 0.7911376953125}, {"start": 2281.16, "end": 2281.68, "word": " والإجازة", "probability": 0.713525390625}], "temperature": 1.0}, {"id": 84, "seek": 230637, "start": 2282.43, "end": 2306.37, "text": "حاولي يا auntie تجيبي تعريف من مفهومك انتي، هذا تعريف الكاتب، طب عرفي انتي standard يعني، طلعي تعريف خاص بي أستاذ هنا، ما هي الرقابة؟ آه، غشناك، يقولولك ما هي الرقابة؟ ممتاز، فيش ده قيصه؟ بالهدف؟ قصنعه بالهدف وبعدين؟", "tokens": [5016, 995, 12610, 1829, 35186, 15654, 414, 6055, 7435, 1829, 3555, 1829, 37279, 16572, 5172, 9154, 3714, 5172, 3224, 20498, 4117, 16472, 31371, 12399, 23758, 37279, 16572, 5172, 33251, 9307, 3555, 12399, 23032, 3555, 6225, 28480, 1829, 16472, 31371, 3832, 37495, 22653, 12399, 23032, 1211, 3615, 1829, 37279, 16572, 5172, 16490, 33546, 4724, 1829, 5551, 14851, 45636, 34105, 12399, 19446, 39896, 34892, 4587, 16758, 3660, 22807, 19753, 3224, 12399, 32771, 8592, 8315, 4117, 12399, 7251, 39648, 12610, 4117, 19446, 39896, 34892, 4587, 16758, 3660, 22807, 3714, 2304, 2655, 31377, 12399, 8978, 8592, 11778, 3224, 12174, 1829, 9381, 3224, 22807, 20666, 3224, 3215, 5172, 22807, 12174, 9381, 1863, 3615, 3224, 20666, 3224, 3215, 5172, 46599, 22488, 9957, 22807], "avg_logprob": -0.25953389022309903, "compression_ratio": 1.7272727272727273, "no_speech_prob": 0.0, "words": [{"start": 2282.43, "end": 2283.09, "word": "حاولي", "probability": 0.9024658203125}, {"start": 2283.09, "end": 2283.23, "word": " يا", "probability": 0.66259765625}, {"start": 2283.23, "end": 2283.67, "word": " auntie", "probability": 0.41552734375}, {"start": 2283.67, "end": 2284.23, "word": " تجيبي", "probability": 0.80400390625}, {"start": 2284.23, "end": 2284.63, "word": " تعريف", "probability": 0.9910481770833334}, {"start": 2284.63, "end": 2284.81, "word": " من", "probability": 0.982421875}, {"start": 2284.81, "end": 2285.33, "word": " مفهومك", "probability": 0.895703125}, {"start": 2285.33, "end": 2286.07, "word": " انتي،", "probability": 0.5748697916666666}, {"start": 2286.07, "end": 2286.25, "word": " هذا", "probability": 0.755859375}, {"start": 2286.25, "end": 2286.67, "word": " تعريف", "probability": 0.9930013020833334}, {"start": 2286.67, "end": 2288.27, "word": " الكاتب،", "probability": 0.84918212890625}, {"start": 2288.27, "end": 2288.43, "word": " طب", "probability": 0.82666015625}, {"start": 2288.43, "end": 2288.89, "word": " عرفي", "probability": 0.8614908854166666}, {"start": 2288.89, "end": 2289.13, "word": " انتي", "probability": 0.61083984375}, {"start": 2289.13, "end": 2289.53, "word": " standard", "probability": 0.07666015625}, {"start": 2289.53, "end": 2289.93, "word": " يعني،", "probability": 0.7454427083333334}, {"start": 2289.93, "end": 2290.13, "word": " طلعي", "probability": 0.9254150390625}, {"start": 2290.13, "end": 2290.37, "word": " تعريف", "probability": 0.9879557291666666}, {"start": 2290.37, "end": 2290.63, "word": " خاص", "probability": 0.98291015625}, {"start": 2290.63, "end": 2290.83, "word": " بي", "probability": 0.7017822265625}, {"start": 2290.83, "end": 2292.57, "word": " أستاذ", "probability": 0.744384765625}, {"start": 2292.57, "end": 2293.57, "word": " هنا،", "probability": 0.55670166015625}, {"start": 2293.57, "end": 2293.85, "word": " ما", "probability": 0.8896484375}, {"start": 2293.85, "end": 2293.97, "word": " هي", "probability": 0.8125}, {"start": 2293.97, "end": 2295.29, "word": " الرقابة؟", "probability": 0.97802734375}, {"start": 2295.29, "end": 2295.87, "word": " آه،", "probability": 0.5817057291666666}, {"start": 2295.87, "end": 2296.35, "word": " غشناك،", "probability": 0.86767578125}, {"start": 2296.35, "end": 2296.67, "word": " يقولولك", "probability": 0.67864990234375}, {"start": 2296.67, "end": 2296.75, "word": " ما", "probability": 0.986328125}, {"start": 2296.75, "end": 2296.85, "word": " هي", "probability": 0.95361328125}, {"start": 2296.85, "end": 2298.45, "word": " الرقابة؟", "probability": 0.92119140625}, {"start": 2298.45, "end": 2301.27, "word": " ممتاز،", "probability": 0.89501953125}, {"start": 2301.27, "end": 2301.49, "word": " فيش", "probability": 0.6885986328125}, {"start": 2301.49, "end": 2301.61, "word": " ده", "probability": 0.9580078125}, {"start": 2301.61, "end": 2302.49, "word": " قيصه؟", "probability": 0.8841796875}, {"start": 2302.49, "end": 2305.01, "word": " بالهدف؟", "probability": 0.7759765625}, {"start": 2305.01, "end": 2305.45, "word": " قصنعه", "probability": 0.65927734375}, {"start": 2305.45, "end": 2305.73, "word": " بالهدف", "probability": 0.9942626953125}, {"start": 2305.73, "end": 2306.37, "word": " وبعدين؟", "probability": 0.82928466796875}], "temperature": 1.0}, {"id": 85, "seek": 232669, "start": 2307.49, "end": 2326.69, "text": "ممتازة وانت خدش راتش تصحيح هي طبعا الأستاذة لأ عارفة إيش سؤالها ما هي ال leadership ممتاز هل عندك فان تأثير و لا لسه مش عارفة تعتقدي أه الشعب كله قيادة أصلا", "tokens": [2304, 2304, 2655, 31377, 3660, 4032, 7649, 2655, 16490, 3215, 8592, 12602, 9307, 8592, 6055, 9381, 5016, 1829, 5016, 39896, 23032, 3555, 3615, 995, 16247, 14851, 45636, 3660, 5296, 10721, 6225, 9640, 5172, 3660, 11933, 1829, 8592, 8608, 33604, 6027, 11296, 19446, 39896, 2423, 5848, 3714, 2304, 2655, 31377, 8032, 1211, 43242, 4117, 6156, 7649, 6055, 10721, 12984, 13546, 4032, 20193, 5296, 3794, 3224, 37893, 6225, 9640, 5172, 3660, 6055, 34268, 28543, 1829, 5551, 3224, 25124, 3615, 3555, 28242, 3224, 12174, 1829, 18513, 3660, 5551, 9381, 15040], "avg_logprob": -0.21750709956342523, "compression_ratio": 1.5224719101123596, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 2307.4900000000002, "end": 2308.11, "word": "ممتازة", "probability": 0.90966796875}, {"start": 2308.11, "end": 2308.27, "word": " وانت", "probability": 0.6839192708333334}, {"start": 2308.27, "end": 2308.61, "word": " خدش", "probability": 0.7822265625}, {"start": 2308.61, "end": 2309.15, "word": " راتش", "probability": 0.60205078125}, {"start": 2309.15, "end": 2310.27, "word": " تصحيح", "probability": 0.85419921875}, {"start": 2310.27, "end": 2310.39, "word": " هي", "probability": 0.398193359375}, {"start": 2310.39, "end": 2310.65, "word": " طبعا", "probability": 0.97607421875}, {"start": 2310.65, "end": 2311.45, "word": " الأستاذة", "probability": 0.85345458984375}, {"start": 2311.45, "end": 2312.01, "word": " لأ", "probability": 0.6851806640625}, {"start": 2312.01, "end": 2312.37, "word": " عارفة", "probability": 0.894287109375}, {"start": 2312.37, "end": 2312.47, "word": " إيش", "probability": 0.73388671875}, {"start": 2312.47, "end": 2312.97, "word": " سؤالها", "probability": 0.99267578125}, {"start": 2312.97, "end": 2315.37, "word": " ما", "probability": 0.58935546875}, {"start": 2315.37, "end": 2315.63, "word": " هي", "probability": 0.90673828125}, {"start": 2315.63, "end": 2315.79, "word": " ال", "probability": 0.74365234375}, {"start": 2315.79, "end": 2316.07, "word": " leadership", "probability": 0.96484375}, {"start": 2316.07, "end": 2319.29, "word": " ممتاز", "probability": 0.7823486328125}, {"start": 2319.29, "end": 2319.45, "word": " هل", "probability": 0.715576171875}, {"start": 2319.45, "end": 2319.71, "word": " عندك", "probability": 0.97705078125}, {"start": 2319.71, "end": 2319.85, "word": " فان", "probability": 0.6026611328125}, {"start": 2319.85, "end": 2320.21, "word": " تأثير", "probability": 0.97021484375}, {"start": 2320.21, "end": 2320.29, "word": " و", "probability": 0.685546875}, {"start": 2320.29, "end": 2320.33, "word": " لا", "probability": 0.9609375}, {"start": 2320.33, "end": 2320.57, "word": " لسه", "probability": 0.93310546875}, {"start": 2320.57, "end": 2320.73, "word": " مش", "probability": 0.97021484375}, {"start": 2320.73, "end": 2321.49, "word": " عارفة", "probability": 0.9500732421875}, {"start": 2321.49, "end": 2324.09, "word": " تعتقدي", "probability": 0.7891845703125}, {"start": 2324.09, "end": 2324.69, "word": " أه", "probability": 0.8935546875}, {"start": 2324.69, "end": 2325.73, "word": " الشعب", "probability": 0.9581705729166666}, {"start": 2325.73, "end": 2326.01, "word": " كله", "probability": 0.9931640625}, {"start": 2326.01, "end": 2326.41, "word": " قيادة", "probability": 0.70721435546875}, {"start": 2326.41, "end": 2326.69, "word": " أصلا", "probability": 0.8943684895833334}], "temperature": 1.0}, {"id": 86, "seek": 235808, "start": 2331.58, "end": 2358.08, "text": "ممكن أسأل عن الرقابة الـ «control» اللي مقصود فيها «self-control» و لا أسلوب تاريخ تاني اسمه «oversight»؟ أه مختلفوا و لا نفس المشكلة؟ هناخدهم جدًا إن شاء الله، في عندنا شبكة كاملة لرقابة، هناخدهم جدًا، بس هنا الرقابة اللي مقصود فيها بالشكل عام الرقابة على المؤسسة، يعني زي ما حكينا المدلة الاشخاص نفسهم معينين قائمين عليهم، ومنهم الرقابة ولا ..؟ الأتنين، الداخلية و الخارجية، هناخدها جدًا إن شاء الله، بارك الله فيك، شكرا على السؤال، من عنده كم", "tokens": [2304, 43020, 5551, 3794, 10721, 1211, 18871, 34892, 4587, 16758, 3660, 2423, 39184, 4657, 40905, 5933, 13672, 1829, 3714, 4587, 9381, 23328, 8978, 11296, 4657, 927, 12, 40905, 5933, 4032, 20193, 5551, 3794, 1211, 37746, 6055, 9640, 1829, 9778, 6055, 7649, 1829, 24525, 2304, 3224, 4657, 3570, 28654, 5933, 22807, 5551, 3224, 3714, 46456, 46538, 14407, 4032, 20193, 8717, 36178, 9673, 8592, 28820, 3660, 22807, 8032, 1863, 47283, 3215, 16095, 10874, 3215, 14111, 995, 36145, 13412, 16606, 21984, 12399, 8978, 43242, 8315, 13412, 3555, 4117, 3660, 9122, 10943, 37977, 5296, 2288, 4587, 16758, 3660, 12399, 8032, 1863, 47283, 3215, 16095, 10874, 3215, 14111, 995, 12399, 4724, 3794, 34105, 34892, 4587, 16758, 3660, 13672, 1829, 3714, 4587, 9381, 23328, 8978, 11296, 20666, 8592, 28820, 6225, 10943, 34892, 4587, 16758, 3660, 15844, 9673, 33604, 3794, 3794, 3660, 12399, 37495, 22653, 30767, 1829, 19446, 11331, 4117, 1829, 8315, 9673, 3215, 37977, 2423, 33599, 9778, 33546, 8717, 36178, 16095, 20449, 9957, 9957, 12174, 16373, 2304, 9957, 25894, 16095, 12399, 4032, 27842, 16095, 34892, 4587, 16758, 3660, 49429, 4386, 22807, 16247, 2655, 1863, 9957, 12399, 32748, 47283, 1211, 10632, 4032, 33962, 9640, 7435, 10632, 12399, 8032, 1863, 47283, 3215, 11296, 10874, 3215, 14111, 995, 36145, 13412, 16606, 21984, 12399, 4724, 9640, 4117, 21984, 8978, 4117, 12399, 13412, 4117, 23557, 15844, 21136, 33604, 6027, 12399, 9154, 43242, 3224, 9122, 2304], "avg_logprob": -0.23499999364217122, "compression_ratio": 2.1277173913043477, "no_speech_prob": 1.2516975402832031e-06, "words": [{"start": 2331.58, "end": 2332.06, "word": "ممكن", "probability": 0.5134124755859375}, {"start": 2332.06, "end": 2332.44, "word": " أسأل", "probability": 0.93798828125}, {"start": 2332.44, "end": 2332.62, "word": " عن", "probability": 0.63232421875}, {"start": 2332.62, "end": 2334.18, "word": " الرقابة", "probability": 0.9578857421875}, {"start": 2334.18, "end": 2334.28, "word": " الـ", "probability": 0.787109375}, {"start": 2334.28, "end": 2334.6, "word": " «control»", "probability": 0.6914876302083334}, {"start": 2334.6, "end": 2334.7, "word": " اللي", "probability": 0.6602783203125}, {"start": 2334.7, "end": 2334.98, "word": " مقصود", "probability": 0.841064453125}, {"start": 2334.98, "end": 2335.2, "word": " فيها", "probability": 0.952392578125}, {"start": 2335.2, "end": 2335.44, "word": " «self", "probability": 0.724853515625}, {"start": 2335.44, "end": 2335.86, "word": "-control»", "probability": 0.83984375}, {"start": 2335.86, "end": 2335.94, "word": " و", "probability": 0.2279052734375}, {"start": 2335.94, "end": 2336.06, "word": " لا", "probability": 0.83935546875}, {"start": 2336.06, "end": 2336.36, "word": " أسلوب", "probability": 0.5537109375}, {"start": 2336.36, "end": 2336.68, "word": " تاريخ", "probability": 0.72064208984375}, {"start": 2336.68, "end": 2336.86, "word": " تاني", "probability": 0.9264322916666666}, {"start": 2336.86, "end": 2337.06, "word": " اسمه", "probability": 0.8819986979166666}, {"start": 2337.06, "end": 2337.86, "word": " «oversight»؟", "probability": 0.745166015625}, {"start": 2337.86, "end": 2338.5, "word": " أه", "probability": 0.7242431640625}, {"start": 2338.5, "end": 2339.2, "word": " مختلفوا", "probability": 0.683197021484375}, {"start": 2339.2, "end": 2339.28, "word": " و", "probability": 0.3525390625}, {"start": 2339.28, "end": 2339.34, "word": " لا", "probability": 0.970703125}, {"start": 2339.34, "end": 2339.56, "word": " نفس", "probability": 0.968505859375}, {"start": 2339.56, "end": 2340.18, "word": " المشكلة؟", "probability": 0.776708984375}, {"start": 2340.18, "end": 2340.76, "word": " هناخدهم", "probability": 0.81630859375}, {"start": 2340.76, "end": 2341.12, "word": " جدًا", "probability": 0.71905517578125}, {"start": 2341.12, "end": 2341.32, "word": " إن", "probability": 0.5234375}, {"start": 2341.32, "end": 2341.42, "word": " شاء", "probability": 0.967529296875}, {"start": 2341.42, "end": 2341.54, "word": " الله،", "probability": 0.7235107421875}, {"start": 2341.54, "end": 2341.62, "word": " في", "probability": 0.8173828125}, {"start": 2341.62, "end": 2341.82, "word": " عندنا", "probability": 0.5765380859375}, {"start": 2341.82, "end": 2342.06, "word": " شبكة", "probability": 0.8555908203125}, {"start": 2342.06, "end": 2342.44, "word": " كاملة", "probability": 0.87255859375}, {"start": 2342.44, "end": 2343.34, "word": " لرقابة،", "probability": 0.8792317708333334}, {"start": 2343.34, "end": 2343.9, "word": " هناخدهم", "probability": 0.94990234375}, {"start": 2343.9, "end": 2344.56, "word": " جدًا،", "probability": 0.9037109375}, {"start": 2344.56, "end": 2344.66, "word": " بس", "probability": 0.983642578125}, {"start": 2344.66, "end": 2344.8, "word": " هنا", "probability": 0.9482421875}, {"start": 2344.8, "end": 2345.16, "word": " الرقابة", "probability": 0.97998046875}, {"start": 2345.16, "end": 2345.24, "word": " اللي", "probability": 0.605712890625}, {"start": 2345.24, "end": 2345.48, "word": " مقصود", "probability": 0.9884033203125}, {"start": 2345.48, "end": 2345.62, "word": " فيها", "probability": 0.954833984375}, {"start": 2345.62, "end": 2345.94, "word": " بالشكل", "probability": 0.9601236979166666}, {"start": 2345.94, "end": 2346.14, "word": " عام", "probability": 0.762939453125}, {"start": 2346.14, "end": 2346.66, "word": " الرقابة", "probability": 0.873779296875}, {"start": 2346.66, "end": 2346.76, "word": " على", "probability": 0.7822265625}, {"start": 2346.76, "end": 2348.14, "word": " المؤسسة،", "probability": 0.954833984375}, {"start": 2348.14, "end": 2348.32, "word": " يعني", "probability": 0.982666015625}, {"start": 2348.32, "end": 2348.46, "word": " زي", "probability": 0.958984375}, {"start": 2348.46, "end": 2348.54, "word": " ما", "probability": 0.98486328125}, {"start": 2348.54, "end": 2348.82, "word": " حكينا", "probability": 0.9749755859375}, {"start": 2348.82, "end": 2349.1, "word": " المدلة", "probability": 0.6108805338541666}, {"start": 2349.1, "end": 2350.0, "word": " الاشخاص", "probability": 0.69970703125}, {"start": 2350.0, "end": 2350.32, "word": " نفسهم", "probability": 0.9816080729166666}, {"start": 2350.32, "end": 2350.68, "word": " معينين", "probability": 0.5205891927083334}, {"start": 2350.68, "end": 2351.06, "word": " قائمين", "probability": 0.9132080078125}, {"start": 2351.06, "end": 2351.52, "word": " عليهم،", "probability": 0.7047526041666666}, {"start": 2351.52, "end": 2351.74, "word": " ومنهم", "probability": 0.456787109375}, {"start": 2351.74, "end": 2352.2, "word": " الرقابة", "probability": 0.991943359375}, {"start": 2352.2, "end": 2352.4, "word": " ولا", "probability": 0.5654296875}, {"start": 2352.4, "end": 2352.72, "word": " ..؟", "probability": 0.47509765625}, {"start": 2352.72, "end": 2353.42, "word": " الأتنين،", "probability": 0.755810546875}, {"start": 2353.42, "end": 2353.68, "word": " الداخلية", "probability": 0.9290771484375}, {"start": 2353.68, "end": 2353.78, "word": " و", "probability": 0.978515625}, {"start": 2353.78, "end": 2354.46, "word": " الخارجية،", "probability": 0.9462890625}, {"start": 2354.46, "end": 2354.86, "word": " هناخدها", "probability": 0.9947265625}, {"start": 2354.86, "end": 2355.16, "word": " جدًا", "probability": 0.98974609375}, {"start": 2355.16, "end": 2355.34, "word": " إن", "probability": 0.88427734375}, {"start": 2355.34, "end": 2355.46, "word": " شاء", "probability": 0.98876953125}, {"start": 2355.46, "end": 2356.0, "word": " الله،", "probability": 0.815185546875}, {"start": 2356.0, "end": 2356.24, "word": " بارك", "probability": 0.8479817708333334}, {"start": 2356.24, "end": 2356.36, "word": " الله", "probability": 0.97265625}, {"start": 2356.36, "end": 2356.62, "word": " فيك،", "probability": 0.90771484375}, {"start": 2356.62, "end": 2356.8, "word": " شكرا", "probability": 0.9016927083333334}, {"start": 2356.8, "end": 2356.92, "word": " على", "probability": 0.79150390625}, {"start": 2356.92, "end": 2357.56, "word": " السؤال،", "probability": 0.9786376953125}, {"start": 2357.56, "end": 2357.72, "word": " من", "probability": 0.791015625}, {"start": 2357.72, "end": 2357.94, "word": " عنده", "probability": 0.985107421875}, {"start": 2357.94, "end": 2358.08, "word": " كم", "probability": 0.98681640625}], "temperature": 1.0}, {"id": 87, "seek": 238669, "start": 2360.86, "end": 2386.7, "text": "زي ما تقول لما شرحنا وصف المادة قولنا تقييم بالأقران و شرحته اللي هو الـPIR أنت تراقب ع زميلتك لما تعمل presentation ماشي و لما ييجي دورك هي تراقب عليك لأننا اتنين و أنا براقب على الكل هي تلاتة واضح؟ نكمل و هناخد نفس نكمل و هناخد نفس انقطع نفسك ولا لسه؟", "tokens": [11622, 1829, 19446, 6055, 39648, 5296, 15042, 13412, 2288, 5016, 8315, 4032, 9381, 5172, 9673, 18513, 3660, 12174, 12610, 8315, 6055, 38436, 32640, 20666, 10721, 4587, 2288, 7649, 4032, 13412, 2288, 33753, 3224, 13672, 1829, 31439, 2423, 39184, 47, 7740, 14739, 2655, 6055, 23557, 4587, 3555, 6225, 30767, 2304, 26895, 2655, 4117, 5296, 15042, 6055, 25957, 1211, 5860, 3714, 33599, 1829, 4032, 5296, 15042, 7251, 1829, 7435, 1829, 11778, 13063, 4117, 39896, 6055, 23557, 4587, 3555, 25894, 4117, 5296, 33456, 8315, 1975, 2655, 1863, 9957, 4032, 41850, 4724, 23557, 4587, 3555, 15844, 2423, 28820, 39896, 6055, 1211, 9307, 3660, 4032, 46958, 5016, 22807, 8717, 24793, 1211, 4032, 8032, 1863, 47283, 3215, 8717, 36178, 8717, 24793, 1211, 4032, 8032, 1863, 47283, 3215, 8717, 36178, 16472, 47432, 3615, 8717, 36178, 4117, 49429, 5296, 3794, 3224, 22807], "avg_logprob": -0.1924768567085266, "compression_ratio": 1.8487394957983194, "no_speech_prob": 0.0, "words": [{"start": 2360.86, "end": 2361.16, "word": "زي", "probability": 0.96337890625}, {"start": 2361.16, "end": 2361.24, "word": " ما", "probability": 0.94580078125}, {"start": 2361.24, "end": 2361.4, "word": " تقول", "probability": 0.702880859375}, {"start": 2361.4, "end": 2361.54, "word": " لما", "probability": 0.6773681640625}, {"start": 2361.54, "end": 2361.94, "word": " شرحنا", "probability": 0.97802734375}, {"start": 2361.94, "end": 2362.26, "word": " وصف", "probability": 0.9939778645833334}, {"start": 2362.26, "end": 2362.62, "word": " المادة", "probability": 0.9645182291666666}, {"start": 2362.62, "end": 2362.88, "word": " قولنا", "probability": 0.6109212239583334}, {"start": 2362.88, "end": 2363.48, "word": " تقييم", "probability": 0.88623046875}, {"start": 2363.48, "end": 2364.32, "word": " بالأقران", "probability": 0.96494140625}, {"start": 2364.32, "end": 2364.68, "word": " و", "probability": 0.85595703125}, {"start": 2364.68, "end": 2365.14, "word": " شرحته", "probability": 0.77642822265625}, {"start": 2365.14, "end": 2365.2, "word": " اللي", "probability": 0.913330078125}, {"start": 2365.2, "end": 2365.3, "word": " هو", "probability": 0.99267578125}, {"start": 2365.3, "end": 2365.64, "word": " الـPIR", "probability": 0.56707763671875}, {"start": 2365.64, "end": 2366.94, "word": " أنت", "probability": 0.6424560546875}, {"start": 2366.94, "end": 2367.26, "word": " تراقب", "probability": 0.88330078125}, {"start": 2367.26, "end": 2367.36, "word": " ع", "probability": 0.68896484375}, {"start": 2367.36, "end": 2367.86, "word": " زميلتك", "probability": 0.757470703125}, {"start": 2367.86, "end": 2368.04, "word": " لما", "probability": 0.94189453125}, {"start": 2368.04, "end": 2368.26, "word": " تعمل", "probability": 0.9757486979166666}, {"start": 2368.26, "end": 2368.74, "word": " presentation", "probability": 0.69482421875}, {"start": 2368.74, "end": 2369.8, "word": " ماشي", "probability": 0.83203125}, {"start": 2369.8, "end": 2370.32, "word": " و", "probability": 0.71630859375}, {"start": 2370.32, "end": 2370.48, "word": " لما", "probability": 0.921630859375}, {"start": 2370.48, "end": 2370.78, "word": " ييجي", "probability": 0.9173583984375}, {"start": 2370.78, "end": 2371.08, "word": " دورك", "probability": 0.9855143229166666}, {"start": 2371.08, "end": 2371.18, "word": " هي", "probability": 0.9208984375}, {"start": 2371.18, "end": 2371.48, "word": " تراقب", "probability": 0.9862060546875}, {"start": 2371.48, "end": 2371.86, "word": " عليك", "probability": 0.96044921875}, {"start": 2371.86, "end": 2372.78, "word": " لأننا", "probability": 0.7566731770833334}, {"start": 2372.78, "end": 2373.18, "word": " اتنين", "probability": 0.71722412109375}, {"start": 2373.18, "end": 2373.76, "word": " و", "probability": 0.6240234375}, {"start": 2373.76, "end": 2373.9, "word": " أنا", "probability": 0.7978515625}, {"start": 2373.9, "end": 2374.22, "word": " براقب", "probability": 0.9796142578125}, {"start": 2374.22, "end": 2374.32, "word": " على", "probability": 0.490478515625}, {"start": 2374.32, "end": 2374.56, "word": " الكل", "probability": 0.928955078125}, {"start": 2374.56, "end": 2374.74, "word": " هي", "probability": 0.4443359375}, {"start": 2374.74, "end": 2375.5, "word": " تلاتة", "probability": 0.956787109375}, {"start": 2375.5, "end": 2377.38, "word": " واضح؟", "probability": 0.850830078125}, {"start": 2377.38, "end": 2378.54, "word": " نكمل", "probability": 0.8767903645833334}, {"start": 2378.54, "end": 2378.86, "word": " و", "probability": 0.85888671875}, {"start": 2378.86, "end": 2379.16, "word": " هناخد", "probability": 0.831298828125}, {"start": 2379.16, "end": 2379.5, "word": " نفس", "probability": 0.989990234375}, {"start": 2379.5, "end": 2383.08, "word": " نكمل", "probability": 0.8614908854166666}, {"start": 2383.08, "end": 2383.16, "word": " و", "probability": 0.99560546875}, {"start": 2383.16, "end": 2383.38, "word": " هناخد", "probability": 0.9935302734375}, {"start": 2383.38, "end": 2383.7, "word": " نفس", "probability": 0.9951171875}, {"start": 2383.7, "end": 2385.82, "word": " انقطع", "probability": 0.7577311197916666}, {"start": 2385.82, "end": 2386.14, "word": " نفسك", "probability": 0.9903971354166666}, {"start": 2386.14, "end": 2386.22, "word": " ولا", "probability": 0.71630859375}, {"start": 2386.22, "end": 2386.7, "word": " لسه؟", "probability": 0.9505615234375}], "temperature": 1.0}, {"id": 88, "seek": 241755, "start": 2388.87, "end": 2417.55, "text": "من هو المدير؟ بدرع جت على النفس، ماشي Manager المدير اللي هو ال manager ممكن تعريف أبسط من هذا هو الشخص الذي .. ماله؟", "tokens": [27842, 31439, 9673, 3215, 13546, 22807, 47525, 2288, 3615, 10874, 2655, 15844, 28239, 36178, 12399, 3714, 33599, 1829, 13821, 9673, 3215, 13546, 13672, 1829, 31439, 2423, 6598, 3714, 43020, 37279, 16572, 5172, 5551, 3555, 3794, 9566, 9154, 23758, 31439, 25124, 9778, 9381, 43527, 4386, 3714, 6027, 3224, 22807], "avg_logprob": -0.22544643343711385, "compression_ratio": 1.4028776978417266, "no_speech_prob": 0.0, "words": [{"start": 2388.87, "end": 2389.15, "word": "من", "probability": 0.861328125}, {"start": 2389.15, "end": 2389.31, "word": " هو", "probability": 0.9951171875}, {"start": 2389.31, "end": 2390.15, "word": " المدير؟", "probability": 0.923095703125}, {"start": 2390.15, "end": 2390.53, "word": " بدرع", "probability": 0.3514404296875}, {"start": 2390.53, "end": 2390.65, "word": " جت", "probability": 0.67138671875}, {"start": 2390.65, "end": 2390.79, "word": " على", "probability": 0.830078125}, {"start": 2390.79, "end": 2391.17, "word": " النفس،", "probability": 0.7902018229166666}, {"start": 2391.17, "end": 2391.55, "word": " ماشي", "probability": 0.9474283854166666}, {"start": 2391.55, "end": 2401.41, "word": " Manager", "probability": 0.368408203125}, {"start": 2401.41, "end": 2405.67, "word": " المدير", "probability": 0.9700520833333334}, {"start": 2405.67, "end": 2405.77, "word": " اللي", "probability": 0.960205078125}, {"start": 2405.77, "end": 2405.85, "word": " هو", "probability": 0.9951171875}, {"start": 2405.85, "end": 2405.95, "word": " ال", "probability": 0.88427734375}, {"start": 2405.95, "end": 2406.31, "word": " manager", "probability": 0.6748046875}, {"start": 2406.31, "end": 2410.41, "word": " ممكن", "probability": 0.9150390625}, {"start": 2410.41, "end": 2410.81, "word": " تعريف", "probability": 0.9630533854166666}, {"start": 2410.81, "end": 2411.15, "word": " أبسط", "probability": 0.977783203125}, {"start": 2411.15, "end": 2411.31, "word": " من", "probability": 0.99658203125}, {"start": 2411.31, "end": 2411.63, "word": " هذا", "probability": 0.962890625}, {"start": 2411.63, "end": 2412.73, "word": " هو", "probability": 0.951171875}, {"start": 2412.73, "end": 2413.69, "word": " الشخص", "probability": 0.9903971354166666}, {"start": 2413.69, "end": 2416.13, "word": " الذي", "probability": 0.48291015625}, {"start": 2416.13, "end": 2416.99, "word": " ..", "probability": 0.481201171875}, {"start": 2416.99, "end": 2417.55, "word": " ماله؟", "probability": 0.82763671875}], "temperature": 1.0}, {"id": 89, "seek": 243655, "start": 2417.83, "end": 2436.55, "text": "ينجز أعمال الشركة من خلال الأخر لما نقول مدير بيجي عمالك واحد لابس بدلة و جرافة و حاط برطان و ممشت شعره و قاعد ورا مكتب 25 متر و مشخص طب هذا إيش قاعد بيسوي؟", "tokens": [1829, 1863, 7435, 11622, 5551, 25957, 6027, 25124, 31747, 3660, 9154, 16490, 1211, 6027, 16247, 34740, 5296, 15042, 8717, 39648, 3714, 3215, 13546, 4724, 1829, 7435, 1829, 6225, 2304, 6027, 4117, 36764, 24401, 5296, 16758, 3794, 47525, 37977, 4032, 10874, 23557, 5172, 3660, 4032, 11331, 41193, 4724, 2288, 9566, 7649, 4032, 3714, 2304, 8592, 2655, 13412, 3615, 2288, 3224, 4032, 12174, 995, 22488, 4032, 23557, 3714, 4117, 2655, 3555, 3552, 44650, 2288, 4032, 37893, 9778, 9381, 23032, 3555, 23758, 11933, 1829, 8592, 12174, 995, 22488, 4724, 1829, 3794, 45865, 22807], "avg_logprob": -0.17264766352517263, "compression_ratio": 1.5953757225433527, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2417.83, "end": 2418.77, "word": "ينجز", "probability": 0.783203125}, {"start": 2418.77, "end": 2420.61, "word": " أعمال", "probability": 0.9654947916666666}, {"start": 2420.61, "end": 2421.45, "word": " الشركة", "probability": 0.9954427083333334}, {"start": 2421.45, "end": 2422.77, "word": " من", "probability": 0.9873046875}, {"start": 2422.77, "end": 2423.43, "word": " خلال", "probability": 0.9959309895833334}, {"start": 2423.43, "end": 2424.79, "word": " الأخر", "probability": 0.785400390625}, {"start": 2424.79, "end": 2427.01, "word": " لما", "probability": 0.6978759765625}, {"start": 2427.01, "end": 2427.27, "word": " نقول", "probability": 0.97412109375}, {"start": 2427.27, "end": 2427.67, "word": " مدير", "probability": 0.9777018229166666}, {"start": 2427.67, "end": 2427.93, "word": " بيجي", "probability": 0.9378662109375}, {"start": 2427.93, "end": 2428.25, "word": " عمالك", "probability": 0.7164306640625}, {"start": 2428.25, "end": 2428.45, "word": " واحد", "probability": 0.985595703125}, {"start": 2428.45, "end": 2428.73, "word": " لابس", "probability": 0.9127604166666666}, {"start": 2428.73, "end": 2429.09, "word": " بدلة", "probability": 0.902099609375}, {"start": 2429.09, "end": 2429.21, "word": " و", "probability": 0.72802734375}, {"start": 2429.21, "end": 2429.59, "word": " جرافة", "probability": 0.9132080078125}, {"start": 2429.59, "end": 2429.67, "word": " و", "probability": 0.9853515625}, {"start": 2429.67, "end": 2429.87, "word": " حاط", "probability": 0.7431640625}, {"start": 2429.87, "end": 2430.35, "word": " برطان", "probability": 0.75531005859375}, {"start": 2430.35, "end": 2430.43, "word": " و", "probability": 0.97900390625}, {"start": 2430.43, "end": 2430.81, "word": " ممشت", "probability": 0.699127197265625}, {"start": 2430.81, "end": 2431.39, "word": " شعره", "probability": 0.983154296875}, {"start": 2431.39, "end": 2431.71, "word": " و", "probability": 0.91845703125}, {"start": 2431.71, "end": 2431.95, "word": " قاعد", "probability": 0.8570963541666666}, {"start": 2431.95, "end": 2432.13, "word": " ورا", "probability": 0.98193359375}, {"start": 2432.13, "end": 2432.47, "word": " مكتب", "probability": 0.9945068359375}, {"start": 2432.47, "end": 2432.97, "word": " 25", "probability": 0.63330078125}, {"start": 2432.97, "end": 2433.73, "word": " متر", "probability": 0.95458984375}, {"start": 2433.73, "end": 2434.33, "word": " و", "probability": 0.9755859375}, {"start": 2434.33, "end": 2434.89, "word": " مشخص", "probability": 0.8875325520833334}, {"start": 2434.89, "end": 2435.69, "word": " طب", "probability": 0.94091796875}, {"start": 2435.69, "end": 2435.77, "word": " هذا", "probability": 0.193603515625}, {"start": 2435.77, "end": 2435.87, "word": " إيش", "probability": 0.7390950520833334}, {"start": 2435.87, "end": 2436.01, "word": " قاعد", "probability": 0.9453125}, {"start": 2436.01, "end": 2436.55, "word": " بيسوي؟", "probability": 0.92080078125}], "temperature": 1.0}, {"id": 90, "seek": 245941, "start": 2438.17, "end": 2459.41, "text": "بنجز أعمال الشركة عن طريق إيش الموظفين اللي تحت إيده طبعا هذا بنسميه المدير العام بنسميه إيش المدير العام لإنك عارفة فيه مدير أقسم في حال فشل المؤسسة المدير فاشل لما المؤسسة تفشل مين الفاشل؟ المدير طب هو اللي بيشتغل لأ بس هو المسئول", "tokens": [3555, 1863, 7435, 11622, 5551, 25957, 6027, 25124, 31747, 3660, 18871, 23032, 16572, 4587, 11933, 1829, 8592, 9673, 2407, 19913, 5172, 9957, 13672, 1829, 6055, 33753, 11933, 25708, 3224, 23032, 3555, 3615, 995, 23758, 44945, 38251, 1829, 3224, 9673, 3215, 13546, 18863, 10943, 44945, 38251, 1829, 3224, 11933, 1829, 8592, 9673, 3215, 13546, 18863, 10943, 5296, 28814, 1863, 4117, 6225, 9640, 5172, 3660, 8978, 3224, 3714, 3215, 13546, 5551, 4587, 38251, 8978, 11331, 6027, 6156, 8592, 1211, 9673, 33604, 3794, 3794, 3660, 9673, 3215, 13546, 6156, 33599, 1211, 5296, 15042, 9673, 33604, 3794, 3794, 3660, 6055, 5172, 8592, 1211, 3714, 9957, 27188, 33599, 1211, 22807, 9673, 3215, 13546, 23032, 3555, 31439, 13672, 1829, 4724, 1829, 8592, 2655, 17082, 1211, 5296, 10721, 4724, 3794, 31439, 9673, 3794, 19986, 12610], "avg_logprob": -0.10289486434108527, "compression_ratio": 2.1262626262626263, "no_speech_prob": 0.0, "words": [{"start": 2438.17, "end": 2438.85, "word": "بنجز", "probability": 0.9520263671875}, {"start": 2438.85, "end": 2439.51, "word": " أعمال", "probability": 0.9710286458333334}, {"start": 2439.51, "end": 2440.11, "word": " الشركة", "probability": 0.99560546875}, {"start": 2440.11, "end": 2440.27, "word": " عن", "probability": 0.92578125}, {"start": 2440.27, "end": 2440.55, "word": " طريق", "probability": 0.9697265625}, {"start": 2440.55, "end": 2440.89, "word": " إيش", "probability": 0.720947265625}, {"start": 2440.89, "end": 2441.97, "word": " الموظفين", "probability": 0.9587890625}, {"start": 2441.97, "end": 2442.15, "word": " اللي", "probability": 0.858642578125}, {"start": 2442.15, "end": 2442.41, "word": " تحت", "probability": 0.98876953125}, {"start": 2442.41, "end": 2442.77, "word": " إيده", "probability": 0.841796875}, {"start": 2442.77, "end": 2443.57, "word": " طبعا", "probability": 0.9244384765625}, {"start": 2443.57, "end": 2443.71, "word": " هذا", "probability": 0.71630859375}, {"start": 2443.71, "end": 2444.17, "word": " بنسميه", "probability": 0.9393310546875}, {"start": 2444.17, "end": 2444.49, "word": " المدير", "probability": 0.96533203125}, {"start": 2444.49, "end": 2444.77, "word": " العام", "probability": 0.968017578125}, {"start": 2444.77, "end": 2445.33, "word": " بنسميه", "probability": 0.80767822265625}, {"start": 2445.33, "end": 2445.63, "word": " إيش", "probability": 0.9104817708333334}, {"start": 2445.63, "end": 2446.35, "word": " المدير", "probability": 0.9915364583333334}, {"start": 2446.35, "end": 2446.63, "word": " العام", "probability": 0.9921875}, {"start": 2446.63, "end": 2446.95, "word": " لإنك", "probability": 0.8743896484375}, {"start": 2446.95, "end": 2447.17, "word": " عارفة", "probability": 0.9493408203125}, {"start": 2447.17, "end": 2447.33, "word": " فيه", "probability": 0.852783203125}, {"start": 2447.33, "end": 2447.67, "word": " مدير", "probability": 0.9915364583333334}, {"start": 2447.67, "end": 2448.31, "word": " أقسم", "probability": 0.8204752604166666}, {"start": 2448.31, "end": 2449.73, "word": " في", "probability": 0.77734375}, {"start": 2449.73, "end": 2449.95, "word": " حال", "probability": 0.995849609375}, {"start": 2449.95, "end": 2450.25, "word": " فشل", "probability": 0.8060709635416666}, {"start": 2450.25, "end": 2450.79, "word": " المؤسسة", "probability": 0.9681640625}, {"start": 2450.79, "end": 2451.07, "word": " المدير", "probability": 0.91162109375}, {"start": 2451.07, "end": 2451.55, "word": " فاشل", "probability": 0.9903971354166666}, {"start": 2451.55, "end": 2453.77, "word": " لما", "probability": 0.89306640625}, {"start": 2453.77, "end": 2454.31, "word": " المؤسسة", "probability": 0.99560546875}, {"start": 2454.31, "end": 2454.65, "word": " تفشل", "probability": 0.9488525390625}, {"start": 2454.65, "end": 2454.79, "word": " مين", "probability": 0.83642578125}, {"start": 2454.79, "end": 2455.87, "word": " الفاشل؟", "probability": 0.9466552734375}, {"start": 2455.87, "end": 2456.77, "word": " المدير", "probability": 0.9840494791666666}, {"start": 2456.77, "end": 2457.65, "word": " طب", "probability": 0.856689453125}, {"start": 2457.65, "end": 2457.71, "word": " هو", "probability": 0.98828125}, {"start": 2457.71, "end": 2457.85, "word": " اللي", "probability": 0.907958984375}, {"start": 2457.85, "end": 2458.21, "word": " بيشتغل", "probability": 0.968017578125}, {"start": 2458.21, "end": 2458.71, "word": " لأ", "probability": 0.753662109375}, {"start": 2458.71, "end": 2459.01, "word": " بس", "probability": 0.68359375}, {"start": 2459.01, "end": 2459.07, "word": " هو", "probability": 0.99365234375}, {"start": 2459.07, "end": 2459.41, "word": " المسئول", "probability": 0.911376953125}], "temperature": 1.0}, {"id": 91, "seek": 248991, "start": 2460.71, "end": 2489.91, "text": "الشخص المسئول عن أعمال الآخرين الموجودين في مكان معين بيقدّم لهم الدعم للسند، بنسميه مدير أو الشخص المسئول عن إنجاز الأعمال عن طريق الآخرين، بسميه مدير بسميه إيش؟ طبعا يا أخوات، في تعريفات كتيرة، بس أنا طلعت أبسط حاجة الحاجة اللي تدخل على طول في الـ12، نعمل فلسة أيوة، بس يعطيهم أوامر، عشان يكون مدير، لازم يعطي أوامر", "tokens": [6027, 8592, 9778, 9381, 9673, 3794, 19986, 12610, 18871, 5551, 25957, 6027, 6024, 95, 34740, 9957, 9673, 29245, 23328, 9957, 8978, 3714, 41361, 20449, 9957, 4724, 1829, 28543, 11703, 2304, 5296, 16095, 32748, 25957, 24976, 3794, 41260, 12399, 44945, 38251, 1829, 3224, 3714, 3215, 13546, 34051, 25124, 9778, 9381, 9673, 3794, 19986, 12610, 18871, 36145, 7435, 31377, 16247, 25957, 6027, 18871, 23032, 16572, 4587, 6024, 95, 34740, 9957, 12399, 4724, 38251, 1829, 3224, 3714, 3215, 13546, 4724, 38251, 1829, 3224, 11933, 1829, 8592, 22807, 23032, 3555, 3615, 995, 35186, 5551, 9778, 2407, 9307, 12399, 8978, 37279, 16572, 5172, 9307, 9122, 2655, 48923, 12399, 4724, 3794, 41850, 23032, 1211, 34268, 5551, 3555, 3794, 9566, 11331, 26108, 3660, 21542, 26108, 3660, 13672, 1829, 6055, 3215, 9778, 1211, 15844, 23032, 12610, 8978, 2423, 39184, 4762, 12399, 8717, 25957, 1211, 6156, 1211, 3794, 3660, 36632, 2407, 3660, 12399, 4724, 3794, 37495, 9566, 1829, 16095, 34051, 10943, 2288, 12399, 6225, 8592, 7649, 7251, 30544, 3714, 3215, 13546, 12399, 5296, 31377, 2304, 37495, 9566, 1829, 34051, 10943, 2288], "avg_logprob": -0.12987716659645124, "compression_ratio": 2.090909090909091, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2460.71, "end": 2461.17, "word": "الشخص", "probability": 0.994384765625}, {"start": 2461.17, "end": 2461.53, "word": " المسئول", "probability": 0.8792724609375}, {"start": 2461.53, "end": 2461.65, "word": " عن", "probability": 0.98583984375}, {"start": 2461.65, "end": 2461.91, "word": " أعمال", "probability": 0.8538411458333334}, {"start": 2461.91, "end": 2462.59, "word": " الآخرين", "probability": 0.85009765625}, {"start": 2462.59, "end": 2463.59, "word": " الموجودين", "probability": 0.8807373046875}, {"start": 2463.59, "end": 2463.69, "word": " في", "probability": 0.9814453125}, {"start": 2463.69, "end": 2463.97, "word": " مكان", "probability": 0.992431640625}, {"start": 2463.97, "end": 2464.47, "word": " معين", "probability": 0.990966796875}, {"start": 2464.47, "end": 2465.53, "word": " بيقدّم", "probability": 0.737255859375}, {"start": 2465.53, "end": 2465.71, "word": " لهم", "probability": 0.840576171875}, {"start": 2465.71, "end": 2466.05, "word": " الدعم", "probability": 0.957275390625}, {"start": 2466.05, "end": 2466.61, "word": " للسند،", "probability": 0.6273193359375}, {"start": 2466.61, "end": 2467.37, "word": " بنسميه", "probability": 0.90576171875}, {"start": 2467.37, "end": 2467.67, "word": " مدير", "probability": 0.92626953125}, {"start": 2467.67, "end": 2468.13, "word": " أو", "probability": 0.84375}, {"start": 2468.13, "end": 2469.17, "word": " الشخص", "probability": 0.9763997395833334}, {"start": 2469.17, "end": 2469.67, "word": " المسئول", "probability": 0.987548828125}, {"start": 2469.67, "end": 2469.85, "word": " عن", "probability": 0.9853515625}, {"start": 2469.85, "end": 2470.15, "word": " إنجاز", "probability": 0.96728515625}, {"start": 2470.15, "end": 2470.53, "word": " الأعمال", "probability": 0.9763997395833334}, {"start": 2470.53, "end": 2470.71, "word": " عن", "probability": 0.90869140625}, {"start": 2470.71, "end": 2471.01, "word": " طريق", "probability": 0.99560546875}, {"start": 2471.01, "end": 2472.09, "word": " الآخرين،", "probability": 0.89833984375}, {"start": 2472.09, "end": 2472.55, "word": " بسميه", "probability": 0.969482421875}, {"start": 2472.55, "end": 2472.89, "word": " مدير", "probability": 0.9894205729166666}, {"start": 2472.89, "end": 2474.65, "word": " بسميه", "probability": 0.914794921875}, {"start": 2474.65, "end": 2475.49, "word": " إيش؟", "probability": 0.8883056640625}, {"start": 2475.49, "end": 2475.71, "word": " طبعا", "probability": 0.90771484375}, {"start": 2475.71, "end": 2475.79, "word": " يا", "probability": 0.86767578125}, {"start": 2475.79, "end": 2476.17, "word": " أخوات،", "probability": 0.88203125}, {"start": 2476.17, "end": 2476.23, "word": " في", "probability": 0.95654296875}, {"start": 2476.23, "end": 2476.73, "word": " تعريفات", "probability": 0.981689453125}, {"start": 2476.73, "end": 2477.17, "word": " كتيرة،", "probability": 0.888427734375}, {"start": 2477.17, "end": 2477.27, "word": " بس", "probability": 0.991943359375}, {"start": 2477.27, "end": 2477.43, "word": " أنا", "probability": 0.9287109375}, {"start": 2477.43, "end": 2477.77, "word": " طلعت", "probability": 0.9908854166666666}, {"start": 2477.77, "end": 2478.09, "word": " أبسط", "probability": 0.9949951171875}, {"start": 2478.09, "end": 2478.53, "word": " حاجة", "probability": 0.9983723958333334}, {"start": 2478.53, "end": 2479.35, "word": " الحاجة", "probability": 0.96728515625}, {"start": 2479.35, "end": 2479.45, "word": " اللي", "probability": 0.9248046875}, {"start": 2479.45, "end": 2479.71, "word": " تدخل", "probability": 0.972412109375}, {"start": 2479.71, "end": 2479.81, "word": " على", "probability": 0.6015625}, {"start": 2479.81, "end": 2479.95, "word": " طول", "probability": 0.980712890625}, {"start": 2479.95, "end": 2480.07, "word": " في", "probability": 0.8486328125}, {"start": 2480.07, "end": 2480.63, "word": " الـ12،", "probability": 0.41400146484375}, {"start": 2480.63, "end": 2480.93, "word": " نعمل", "probability": 0.8230794270833334}, {"start": 2480.93, "end": 2481.31, "word": " فلسة", "probability": 0.85205078125}, {"start": 2481.31, "end": 2485.81, "word": " أيوة،", "probability": 0.73992919921875}, {"start": 2485.81, "end": 2485.99, "word": " بس", "probability": 0.9970703125}, {"start": 2485.99, "end": 2486.29, "word": " يعطيهم", "probability": 0.9298095703125}, {"start": 2486.29, "end": 2487.27, "word": " أوامر،", "probability": 0.8770751953125}, {"start": 2487.27, "end": 2487.43, "word": " عشان", "probability": 0.9650065104166666}, {"start": 2487.43, "end": 2487.63, "word": " يكون", "probability": 0.985595703125}, {"start": 2487.63, "end": 2488.71, "word": " مدير،", "probability": 0.8551025390625}, {"start": 2488.71, "end": 2489.13, "word": " لازم", "probability": 0.9969075520833334}, {"start": 2489.13, "end": 2489.47, "word": " يعطي", "probability": 0.9697265625}, {"start": 2489.47, "end": 2489.91, "word": " أوامر", "probability": 0.947265625}], "temperature": 1.0}, {"id": 92, "seek": 251751, "start": 2493.45, "end": 2517.51, "text": "يترقص يعني رئيس قسم أو رئيس مجموعة، ماشي؟ لو أنت في البيت عندك أخوات أو أولاد صغار وموزع عليهم شغل البيت، أنت مديرة واضح؟ ممكن تقوم بالعمل بنفسك، أه عادي، وين المشكلة؟ في مدرسة بحبوا يعملوا حاجة بنفسهم، إذا هذا ال manager", "tokens": [36081, 2288, 4587, 9381, 37495, 22653, 12602, 19986, 1829, 3794, 12174, 38251, 34051, 12602, 19986, 1829, 3794, 3714, 7435, 2304, 2407, 27884, 12399, 3714, 33599, 1829, 22807, 45164, 14739, 2655, 8978, 2423, 21292, 2655, 43242, 4117, 5551, 9778, 2407, 9307, 34051, 5551, 12610, 18513, 20328, 17082, 9640, 4032, 2304, 2407, 11622, 3615, 25894, 16095, 13412, 17082, 1211, 2423, 21292, 2655, 12399, 14739, 2655, 3714, 3215, 48923, 4032, 46958, 5016, 22807, 3714, 43020, 6055, 4587, 20498, 20666, 25957, 1211, 44945, 36178, 4117, 12399, 5551, 3224, 6225, 995, 16254, 12399, 4032, 9957, 9673, 8592, 28820, 3660, 22807, 8978, 3714, 3215, 2288, 3794, 3660, 4724, 5016, 3555, 14407, 7251, 25957, 1211, 14407, 11331, 26108, 3660, 44945, 36178, 16095, 12399, 11933, 15730, 23758, 2423, 6598], "avg_logprob": -0.19300716541341092, "compression_ratio": 1.6554621848739495, "no_speech_prob": 1.1324882507324219e-06, "words": [{"start": 2493.4500000000003, "end": 2494.17, "word": "يترقص", "probability": 0.694976806640625}, {"start": 2494.17, "end": 2494.39, "word": " يعني", "probability": 0.8056640625}, {"start": 2494.39, "end": 2494.77, "word": " رئيس", "probability": 0.9483642578125}, {"start": 2494.77, "end": 2495.11, "word": " قسم", "probability": 0.9873046875}, {"start": 2495.11, "end": 2496.07, "word": " أو", "probability": 0.83837890625}, {"start": 2496.07, "end": 2496.45, "word": " رئيس", "probability": 0.9906005859375}, {"start": 2496.45, "end": 2497.37, "word": " مجموعة،", "probability": 0.7974039713541666}, {"start": 2497.37, "end": 2500.37, "word": " ماشي؟", "probability": 0.8118896484375}, {"start": 2500.37, "end": 2500.61, "word": " لو", "probability": 0.7646484375}, {"start": 2500.61, "end": 2500.87, "word": " أنت", "probability": 0.5836181640625}, {"start": 2500.87, "end": 2500.97, "word": " في", "probability": 0.97607421875}, {"start": 2500.97, "end": 2501.27, "word": " البيت", "probability": 0.93408203125}, {"start": 2501.27, "end": 2501.65, "word": " عندك", "probability": 0.911376953125}, {"start": 2501.65, "end": 2502.07, "word": " أخوات", "probability": 0.84521484375}, {"start": 2502.07, "end": 2502.25, "word": " أو", "probability": 0.95849609375}, {"start": 2502.25, "end": 2502.65, "word": " أولاد", "probability": 0.9508463541666666}, {"start": 2502.65, "end": 2503.15, "word": " صغار", "probability": 0.98828125}, {"start": 2503.15, "end": 2503.99, "word": " وموزع", "probability": 0.77880859375}, {"start": 2503.99, "end": 2504.27, "word": " عليهم", "probability": 0.974609375}, {"start": 2504.27, "end": 2504.59, "word": " شغل", "probability": 0.90478515625}, {"start": 2504.59, "end": 2505.13, "word": " البيت،", "probability": 0.836669921875}, {"start": 2505.13, "end": 2505.31, "word": " أنت", "probability": 0.8232421875}, {"start": 2505.31, "end": 2505.75, "word": " مديرة", "probability": 0.9140625}, {"start": 2505.75, "end": 2508.33, "word": " واضح؟", "probability": 0.77655029296875}, {"start": 2508.33, "end": 2509.39, "word": " ممكن", "probability": 0.9130859375}, {"start": 2509.39, "end": 2509.67, "word": " تقوم", "probability": 0.8522135416666666}, {"start": 2509.67, "end": 2510.01, "word": " بالعمل", "probability": 0.9072265625}, {"start": 2510.01, "end": 2510.51, "word": " بنفسك،", "probability": 0.8692626953125}, {"start": 2510.51, "end": 2510.57, "word": " أه", "probability": 0.773193359375}, {"start": 2510.57, "end": 2510.83, "word": " عادي،", "probability": 0.876953125}, {"start": 2510.83, "end": 2510.89, "word": " وين", "probability": 0.5762939453125}, {"start": 2510.89, "end": 2512.41, "word": " المشكلة؟", "probability": 0.99384765625}, {"start": 2512.41, "end": 2512.55, "word": " في", "probability": 0.8017578125}, {"start": 2512.55, "end": 2512.89, "word": " مدرسة", "probability": 0.81259765625}, {"start": 2512.89, "end": 2513.51, "word": " بحبوا", "probability": 0.734161376953125}, {"start": 2513.51, "end": 2514.29, "word": " يعملوا", "probability": 0.9542236328125}, {"start": 2514.29, "end": 2514.45, "word": " حاجة", "probability": 0.9005533854166666}, {"start": 2514.45, "end": 2514.99, "word": " بنفسهم،", "probability": 0.9068603515625}, {"start": 2514.99, "end": 2516.87, "word": " إذا", "probability": 0.797119140625}, {"start": 2516.87, "end": 2517.09, "word": " هذا", "probability": 0.72021484375}, {"start": 2517.09, "end": 2517.21, "word": " ال", "probability": 0.88232421875}, {"start": 2517.21, "end": 2517.51, "word": " manager", "probability": 0.814453125}], "temperature": 1.0}, {"id": 93, "seek": 254369, "start": 2520.57, "end": 2543.69, "text": "ما هي مستويات الإدارة سهلة إدارة عالية لما نقول مدير على طول إدارة عالية لما نقول مثلا طب انا ممكن أسرع لو أضحي بالرأس مستويات الإدارة سهلين", "tokens": [15042, 39896, 3714, 14851, 45865, 9307, 33688, 3215, 9640, 3660, 8608, 3224, 37977, 11933, 3215, 9640, 3660, 6225, 6027, 10632, 5296, 15042, 8717, 39648, 3714, 3215, 13546, 15844, 23032, 12610, 11933, 3215, 9640, 3660, 6225, 6027, 10632, 5296, 15042, 8717, 39648, 50113, 15040, 23032, 3555, 1975, 8315, 3714, 43020, 5551, 3794, 2288, 3615, 45164, 5551, 11242, 5016, 1829, 20666, 2288, 10721, 3794, 3714, 14851, 45865, 9307, 33688, 3215, 9640, 3660, 8608, 3224, 1211, 9957], "avg_logprob": -0.16812499443689982, "compression_ratio": 2.015873015873016, "no_speech_prob": 0.0, "words": [{"start": 2520.57, "end": 2520.89, "word": "ما", "probability": 0.92529296875}, {"start": 2520.89, "end": 2521.33, "word": " هي", "probability": 0.97021484375}, {"start": 2521.33, "end": 2522.29, "word": " مستويات", "probability": 0.9893798828125}, {"start": 2522.29, "end": 2522.97, "word": " الإدارة", "probability": 0.9930419921875}, {"start": 2522.97, "end": 2526.89, "word": " سهلة", "probability": 0.6786295572916666}, {"start": 2526.89, "end": 2528.91, "word": " إدارة", "probability": 0.8045654296875}, {"start": 2528.91, "end": 2529.25, "word": " عالية", "probability": 0.94384765625}, {"start": 2529.25, "end": 2530.17, "word": " لما", "probability": 0.698486328125}, {"start": 2530.17, "end": 2530.43, "word": " نقول", "probability": 0.98046875}, {"start": 2530.43, "end": 2530.79, "word": " مدير", "probability": 0.9703776041666666}, {"start": 2530.79, "end": 2530.95, "word": " على", "probability": 0.466796875}, {"start": 2530.95, "end": 2531.05, "word": " طول", "probability": 0.97412109375}, {"start": 2531.05, "end": 2531.31, "word": " إدارة", "probability": 0.99169921875}, {"start": 2531.31, "end": 2531.69, "word": " عالية", "probability": 0.9899088541666666}, {"start": 2531.69, "end": 2533.35, "word": " لما", "probability": 0.9404296875}, {"start": 2533.35, "end": 2533.67, "word": " نقول", "probability": 0.995361328125}, {"start": 2533.67, "end": 2534.23, "word": " مثلا", "probability": 0.927490234375}, {"start": 2534.23, "end": 2538.31, "word": " طب", "probability": 0.90673828125}, {"start": 2538.31, "end": 2538.39, "word": " انا", "probability": 0.6781005859375}, {"start": 2538.39, "end": 2538.51, "word": " ممكن", "probability": 0.972900390625}, {"start": 2538.51, "end": 2538.75, "word": " أسرع", "probability": 0.62908935546875}, {"start": 2538.75, "end": 2538.87, "word": " لو", "probability": 0.67822265625}, {"start": 2538.87, "end": 2539.11, "word": " أضحي", "probability": 0.7528076171875}, {"start": 2539.11, "end": 2539.41, "word": " بالرأس", "probability": 0.834228515625}, {"start": 2539.41, "end": 2539.89, "word": " مستويات", "probability": 0.9412841796875}, {"start": 2539.89, "end": 2541.49, "word": " الإدارة", "probability": 0.9976806640625}, {"start": 2541.49, "end": 2543.69, "word": " سهلين", "probability": 0.84918212890625}], "temperature": 1.0}, {"id": 94, "seek": 258008, "start": 2551.52, "end": 2580.08, "text": "لما نقول مثلا محمد المدير العام لشركة جوال هل بيجي على بالك محمد يدرع عليه ولا يدرع دونيا؟ لا دونيا، إيش رأيكم؟ عليه ولا دونيا؟ لأ يمكن دونيا، لأ ما هو بداله مدير عام مش بدي أكون، خد بالك أنا ممكن أغلطك", "tokens": [1211, 15042, 8717, 39648, 50113, 15040, 3714, 35571, 3215, 9673, 3215, 13546, 18863, 10943, 5296, 8592, 31747, 3660, 10874, 2407, 6027, 8032, 1211, 4724, 1829, 7435, 1829, 15844, 20666, 4117, 3714, 35571, 3215, 7251, 3215, 2288, 3615, 6225, 20292, 3224, 49429, 7251, 3215, 2288, 3615, 11778, 11536, 25528, 22807, 20193, 11778, 11536, 25528, 12399, 11933, 1829, 8592, 12602, 10721, 1829, 24793, 22807, 6225, 20292, 3224, 49429, 11778, 11536, 25528, 22807, 5296, 10721, 7251, 43020, 11778, 11536, 25528, 12399, 5296, 10721, 19446, 31439, 47525, 6027, 3224, 3714, 3215, 13546, 6225, 10943, 37893, 4724, 16254, 5551, 30544, 12399, 16490, 3215, 20666, 4117, 41850, 3714, 43020, 5551, 17082, 1211, 9566, 4117], "avg_logprob": -0.1903669697429062, "compression_ratio": 1.9728260869565217, "no_speech_prob": 0.0, "words": [{"start": 2551.52, "end": 2551.78, "word": "لما", "probability": 0.816650390625}, {"start": 2551.78, "end": 2552.0, "word": " نقول", "probability": 0.973876953125}, {"start": 2552.0, "end": 2552.38, "word": " مثلا", "probability": 0.929931640625}, {"start": 2552.38, "end": 2553.8, "word": " محمد", "probability": 0.8987630208333334}, {"start": 2553.8, "end": 2556.36, "word": " المدير", "probability": 0.97705078125}, {"start": 2556.36, "end": 2556.9, "word": " العام", "probability": 0.983154296875}, {"start": 2556.9, "end": 2559.22, "word": " لشركة", "probability": 0.9593505859375}, {"start": 2559.22, "end": 2559.72, "word": " جوال", "probability": 0.9788411458333334}, {"start": 2559.72, "end": 2562.22, "word": " هل", "probability": 0.957275390625}, {"start": 2562.22, "end": 2562.44, "word": " بيجي", "probability": 0.9718017578125}, {"start": 2562.44, "end": 2562.54, "word": " على", "probability": 0.59619140625}, {"start": 2562.54, "end": 2562.78, "word": " بالك", "probability": 0.958740234375}, {"start": 2562.78, "end": 2563.18, "word": " محمد", "probability": 0.9781901041666666}, {"start": 2563.18, "end": 2563.46, "word": " يدرع", "probability": 0.785400390625}, {"start": 2563.46, "end": 2563.66, "word": " عليه", "probability": 0.7057291666666666}, {"start": 2563.66, "end": 2563.8, "word": " ولا", "probability": 0.58154296875}, {"start": 2563.8, "end": 2564.06, "word": " يدرع", "probability": 0.9619140625}, {"start": 2564.06, "end": 2565.9, "word": " دونيا؟", "probability": 0.68988037109375}, {"start": 2565.9, "end": 2566.12, "word": " لا", "probability": 0.44921875}, {"start": 2566.12, "end": 2568.02, "word": " دونيا،", "probability": 0.75091552734375}, {"start": 2568.02, "end": 2568.58, "word": " إيش", "probability": 0.7899576822916666}, {"start": 2568.58, "end": 2571.72, "word": " رأيكم؟", "probability": 0.81591796875}, {"start": 2571.72, "end": 2572.04, "word": " عليه", "probability": 0.8889973958333334}, {"start": 2572.04, "end": 2572.18, "word": " ولا", "probability": 0.88818359375}, {"start": 2572.18, "end": 2573.64, "word": " دونيا؟", "probability": 0.977783203125}, {"start": 2573.64, "end": 2573.82, "word": " لأ", "probability": 0.692626953125}, {"start": 2573.82, "end": 2573.98, "word": " يمكن", "probability": 0.842529296875}, {"start": 2573.98, "end": 2576.08, "word": " دونيا،", "probability": 0.873046875}, {"start": 2576.08, "end": 2576.92, "word": " لأ", "probability": 0.846923828125}, {"start": 2576.92, "end": 2577.02, "word": " ما", "probability": 0.63818359375}, {"start": 2577.02, "end": 2577.14, "word": " هو", "probability": 0.96728515625}, {"start": 2577.14, "end": 2577.42, "word": " بداله", "probability": 0.7071126302083334}, {"start": 2577.42, "end": 2577.68, "word": " مدير", "probability": 0.9737955729166666}, {"start": 2577.68, "end": 2577.82, "word": " عام", "probability": 0.993408203125}, {"start": 2577.82, "end": 2577.94, "word": " مش", "probability": 0.53076171875}, {"start": 2577.94, "end": 2578.12, "word": " بدي", "probability": 0.779052734375}, {"start": 2578.12, "end": 2579.0, "word": " أكون،", "probability": 0.6884765625}, {"start": 2579.0, "end": 2579.16, "word": " خد", "probability": 0.784423828125}, {"start": 2579.16, "end": 2579.34, "word": " بالك", "probability": 0.98291015625}, {"start": 2579.34, "end": 2579.44, "word": " أنا", "probability": 0.59521484375}, {"start": 2579.44, "end": 2579.58, "word": " ممكن", "probability": 0.971435546875}, {"start": 2579.58, "end": 2580.08, "word": " أغلطك", "probability": 0.86123046875}], "temperature": 1.0}, {"id": 95, "seek": 260971, "start": 2582.03, "end": 2609.71, "text": "تتقيش فيا دايما ماشي بس أنا بقلط فيكوا بشوفوا صحين و لا بد انهم يتسربوا ليكوا المدير العام دايما يدارعوا ليه المدير العام دايمااش يدارعوا ليه طيب علي رئيس مجلس الإدارة دنيا وسطة وسطة ايوة انا ماشي ورايا", "tokens": [2655, 2655, 38436, 8592, 8978, 995, 11778, 47302, 15042, 3714, 33599, 1829, 4724, 3794, 41850, 4724, 4587, 1211, 9566, 8978, 4117, 14407, 4724, 8592, 38688, 14407, 20328, 5016, 9957, 4032, 20193, 47525, 16472, 16095, 7251, 2655, 3794, 25513, 14407, 32239, 4117, 14407, 9673, 3215, 13546, 18863, 10943, 11778, 47302, 15042, 7251, 3215, 9640, 3615, 14407, 32239, 3224, 9673, 3215, 13546, 18863, 10943, 11778, 47302, 15042, 33599, 7251, 3215, 9640, 3615, 14407, 32239, 3224, 23032, 1829, 3555, 25894, 12602, 19986, 1829, 3794, 3714, 7435, 1211, 3794, 33688, 3215, 9640, 3660, 11778, 22653, 995, 46952, 9566, 3660, 46952, 9566, 3660, 1975, 1829, 2407, 3660, 1975, 8315, 3714, 33599, 1829, 4032, 23557, 25528], "avg_logprob": -0.22691441951571284, "compression_ratio": 2.097142857142857, "no_speech_prob": 0.0, "words": [{"start": 2582.03, "end": 2582.67, "word": "تتقيش", "probability": 0.8341064453125}, {"start": 2582.67, "end": 2582.99, "word": " فيا", "probability": 0.918212890625}, {"start": 2582.99, "end": 2583.31, "word": " دايما", "probability": 0.9542643229166666}, {"start": 2583.31, "end": 2588.07, "word": " ماشي", "probability": 0.6298014322916666}, {"start": 2588.07, "end": 2588.27, "word": " بس", "probability": 0.954833984375}, {"start": 2588.27, "end": 2588.43, "word": " أنا", "probability": 0.87255859375}, {"start": 2588.43, "end": 2588.91, "word": " بقلط", "probability": 0.937744140625}, {"start": 2588.91, "end": 2589.17, "word": " فيكوا", "probability": 0.8743489583333334}, {"start": 2589.17, "end": 2589.47, "word": " بشوفوا", "probability": 0.60711669921875}, {"start": 2589.47, "end": 2589.89, "word": " صحين", "probability": 0.8610026041666666}, {"start": 2589.89, "end": 2590.01, "word": " و", "probability": 0.416259765625}, {"start": 2590.01, "end": 2590.11, "word": " لا", "probability": 0.9931640625}, {"start": 2590.11, "end": 2590.27, "word": " بد", "probability": 0.8623046875}, {"start": 2590.27, "end": 2590.55, "word": " انهم", "probability": 0.665283203125}, {"start": 2590.55, "end": 2591.17, "word": " يتسربوا", "probability": 0.93828125}, {"start": 2591.17, "end": 2591.47, "word": " ليكوا", "probability": 0.7096354166666666}, {"start": 2591.47, "end": 2592.19, "word": " المدير", "probability": 0.9796549479166666}, {"start": 2592.19, "end": 2592.49, "word": " العام", "probability": 0.95361328125}, {"start": 2592.49, "end": 2592.69, "word": " دايما", "probability": 0.9734700520833334}, {"start": 2592.69, "end": 2593.11, "word": " يدارعوا", "probability": 0.634375}, {"start": 2593.11, "end": 2593.25, "word": " ليه", "probability": 0.68017578125}, {"start": 2593.25, "end": 2593.81, "word": " المدير", "probability": 0.86376953125}, {"start": 2593.81, "end": 2594.07, "word": " العام", "probability": 0.98779296875}, {"start": 2594.07, "end": 2594.57, "word": " دايمااش", "probability": 0.7540283203125}, {"start": 2594.57, "end": 2595.15, "word": " يدارعوا", "probability": 0.91259765625}, {"start": 2595.15, "end": 2595.37, "word": " ليه", "probability": 0.89892578125}, {"start": 2595.37, "end": 2596.33, "word": " طيب", "probability": 0.859375}, {"start": 2596.33, "end": 2597.79, "word": " علي", "probability": 0.67138671875}, {"start": 2597.79, "end": 2599.81, "word": " رئيس", "probability": 0.9676513671875}, {"start": 2599.81, "end": 2601.03, "word": " مجلس", "probability": 0.9788818359375}, {"start": 2601.03, "end": 2604.47, "word": " الإدارة", "probability": 0.948974609375}, {"start": 2604.47, "end": 2606.73, "word": " دنيا", "probability": 0.7086588541666666}, {"start": 2606.73, "end": 2607.89, "word": " وسطة", "probability": 0.70654296875}, {"start": 2607.89, "end": 2608.15, "word": " وسطة", "probability": 0.9456380208333334}, {"start": 2608.15, "end": 2609.13, "word": " ايوة", "probability": 0.7491455078125}, {"start": 2609.13, "end": 2609.21, "word": " انا", "probability": 0.83642578125}, {"start": 2609.21, "end": 2609.33, "word": " ماشي", "probability": 0.7396647135416666}, {"start": 2609.33, "end": 2609.71, "word": " ورايا", "probability": 0.9925130208333334}], "temperature": 1.0}, {"id": 96, "seek": 264074, "start": 2611.22, "end": 2640.74, "text": "لا إله إلا الله، عُلية يا أنت رئيس مجلس الإدارة، مين فيه؟ في حد جابله؟ في حد سابق إله؟ رجسوا، ماتمشوش ورايا إذا رئيس مجلس الإدارة، عُلية ماشي محمود رئيس الدولة لا وسط خلاص إذا كلمة رئيس", "tokens": [15040, 11933, 43761, 11933, 15040, 21984, 12399, 6225, 10859, 1211, 10632, 35186, 14739, 2655, 12602, 19986, 1829, 3794, 3714, 7435, 1211, 3794, 33688, 3215, 9640, 3660, 12399, 3714, 9957, 8978, 3224, 22807, 8978, 11331, 3215, 10874, 16758, 43761, 22807, 8978, 11331, 3215, 8608, 16758, 4587, 11933, 43761, 22807, 12602, 7435, 3794, 14407, 12399, 3714, 9307, 2304, 8592, 2407, 8592, 4032, 23557, 25528, 11933, 15730, 12602, 19986, 1829, 3794, 3714, 7435, 1211, 3794, 33688, 3215, 9640, 3660, 12399, 6225, 10859, 1211, 10632, 3714, 33599, 1829, 3714, 35571, 23328, 12602, 19986, 1829, 3794, 32748, 12610, 3660, 20193, 46952, 9566, 16490, 1211, 33546, 11933, 15730, 9122, 19528, 3660, 12602, 19986, 1829, 3794], "avg_logprob": -0.20028408711606807, "compression_ratio": 1.930635838150289, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 2611.22, "end": 2611.54, "word": "لا", "probability": 0.81640625}, {"start": 2611.54, "end": 2611.8, "word": " إله", "probability": 0.885498046875}, {"start": 2611.8, "end": 2611.96, "word": " إلا", "probability": 0.9736328125}, {"start": 2611.96, "end": 2612.28, "word": " الله،", "probability": 0.606689453125}, {"start": 2612.28, "end": 2612.56, "word": " عُلية", "probability": 0.6380615234375}, {"start": 2612.56, "end": 2614.78, "word": " يا", "probability": 0.453369140625}, {"start": 2614.78, "end": 2615.0, "word": " أنت", "probability": 0.66796875}, {"start": 2615.0, "end": 2615.22, "word": " رئيس", "probability": 0.9835205078125}, {"start": 2615.22, "end": 2615.54, "word": " مجلس", "probability": 0.955810546875}, {"start": 2615.54, "end": 2615.86, "word": " الإدارة،", "probability": 0.73056640625}, {"start": 2615.86, "end": 2616.02, "word": " مين", "probability": 0.591552734375}, {"start": 2616.02, "end": 2616.2, "word": " فيه؟", "probability": 0.875}, {"start": 2616.2, "end": 2616.3, "word": " في", "probability": 0.701171875}, {"start": 2616.3, "end": 2616.46, "word": " حد", "probability": 0.88818359375}, {"start": 2616.46, "end": 2616.98, "word": " جابله؟", "probability": 0.8253173828125}, {"start": 2616.98, "end": 2617.08, "word": " في", "probability": 0.8291015625}, {"start": 2617.08, "end": 2617.46, "word": " حد", "probability": 0.994384765625}, {"start": 2617.46, "end": 2617.92, "word": " سابق", "probability": 0.9905598958333334}, {"start": 2617.92, "end": 2619.14, "word": " إله؟", "probability": 0.739013671875}, {"start": 2619.14, "end": 2619.6, "word": " رجسوا،", "probability": 0.631005859375}, {"start": 2619.6, "end": 2620.0, "word": " ماتمشوش", "probability": 0.874267578125}, {"start": 2620.0, "end": 2620.48, "word": " ورايا", "probability": 0.9869791666666666}, {"start": 2620.48, "end": 2622.24, "word": " إذا", "probability": 0.673583984375}, {"start": 2622.24, "end": 2622.56, "word": " رئيس", "probability": 0.83087158203125}, {"start": 2622.56, "end": 2622.88, "word": " مجلس", "probability": 0.9967041015625}, {"start": 2622.88, "end": 2623.3, "word": " الإدارة،", "probability": 0.96875}, {"start": 2623.3, "end": 2623.7, "word": " عُلية", "probability": 0.97998046875}, {"start": 2623.7, "end": 2625.54, "word": " ماشي", "probability": 0.8330078125}, {"start": 2625.54, "end": 2630.66, "word": " محمود", "probability": 0.9278971354166666}, {"start": 2630.66, "end": 2631.88, "word": " رئيس", "probability": 0.884033203125}, {"start": 2631.88, "end": 2634.08, "word": " الدولة", "probability": 0.9947916666666666}, {"start": 2634.08, "end": 2635.72, "word": " لا", "probability": 0.5380859375}, {"start": 2635.72, "end": 2636.06, "word": " وسط", "probability": 0.80078125}, {"start": 2636.06, "end": 2637.92, "word": " خلاص", "probability": 0.8299153645833334}, {"start": 2637.92, "end": 2639.66, "word": " إذا", "probability": 0.869384765625}, {"start": 2639.66, "end": 2640.1, "word": " كلمة", "probability": 0.9825846354166666}, {"start": 2640.1, "end": 2640.74, "word": " رئيس", "probability": 0.98974609375}], "temperature": 1.0}, {"id": 97, "seek": 266905, "start": 2641.71, "end": 2669.05, "text": "أو مدير عام معناه هو الـ Top خلاص إدارة إيش إدارة عالية ممكن نسميها Top Management ممكن نسميها Senior Management نفس الشيء إذن هنا أدكر أمتل على الإدارة العالية مدير عام", "tokens": [10721, 2407, 3714, 3215, 13546, 6225, 10943, 20449, 8315, 3224, 31439, 2423, 39184, 8840, 16490, 1211, 33546, 11933, 3215, 9640, 3660, 11933, 1829, 8592, 11933, 3215, 9640, 3660, 6225, 6027, 10632, 3714, 43020, 8717, 38251, 1829, 11296, 8840, 14781, 3714, 43020, 8717, 38251, 1829, 11296, 18370, 14781, 8717, 36178, 25124, 1829, 38207, 11933, 8848, 1863, 34105, 5551, 3215, 37983, 5551, 2304, 2655, 1211, 15844, 33688, 3215, 9640, 3660, 18863, 6027, 10632, 3714, 3215, 13546, 6225, 10943], "avg_logprob": -0.16994724645243062, "compression_ratio": 1.6626506024096386, "no_speech_prob": 0.0, "words": [{"start": 2641.71, "end": 2641.97, "word": "أو", "probability": 0.955322265625}, {"start": 2641.97, "end": 2642.31, "word": " مدير", "probability": 0.9860026041666666}, {"start": 2642.31, "end": 2642.75, "word": " عام", "probability": 0.9970703125}, {"start": 2642.75, "end": 2644.73, "word": " معناه", "probability": 0.9111328125}, {"start": 2644.73, "end": 2644.97, "word": " هو", "probability": 0.97509765625}, {"start": 2644.97, "end": 2645.17, "word": " الـ", "probability": 0.6748046875}, {"start": 2645.17, "end": 2645.49, "word": " Top", "probability": 0.51806640625}, {"start": 2645.49, "end": 2646.41, "word": " خلاص", "probability": 0.9169921875}, {"start": 2646.41, "end": 2646.81, "word": " إدارة", "probability": 0.941162109375}, {"start": 2646.81, "end": 2647.11, "word": " إيش", "probability": 0.90234375}, {"start": 2647.11, "end": 2647.81, "word": " إدارة", "probability": 0.88134765625}, {"start": 2647.81, "end": 2648.31, "word": " عالية", "probability": 0.8707682291666666}, {"start": 2648.31, "end": 2649.19, "word": " ممكن", "probability": 0.962158203125}, {"start": 2649.19, "end": 2649.61, "word": " نسميها", "probability": 0.988525390625}, {"start": 2649.61, "end": 2649.85, "word": " Top", "probability": 0.8095703125}, {"start": 2649.85, "end": 2650.33, "word": " Management", "probability": 0.6611328125}, {"start": 2650.33, "end": 2653.69, "word": " ممكن", "probability": 0.984375}, {"start": 2653.69, "end": 2654.03, "word": " نسميها", "probability": 0.9967041015625}, {"start": 2654.03, "end": 2654.49, "word": " Senior", "probability": 0.91064453125}, {"start": 2654.49, "end": 2657.21, "word": " Management", "probability": 0.87255859375}, {"start": 2657.21, "end": 2657.55, "word": " نفس", "probability": 0.960693359375}, {"start": 2657.55, "end": 2658.21, "word": " الشيء", "probability": 0.97802734375}, {"start": 2658.21, "end": 2661.33, "word": " إذن", "probability": 0.71484375}, {"start": 2661.33, "end": 2661.93, "word": " هنا", "probability": 0.39990234375}, {"start": 2661.93, "end": 2662.51, "word": " أدكر", "probability": 0.5633951822916666}, {"start": 2662.51, "end": 2662.89, "word": " أمتل", "probability": 0.6610107421875}, {"start": 2662.89, "end": 2663.01, "word": " على", "probability": 0.244140625}, {"start": 2663.01, "end": 2663.35, "word": " الإدارة", "probability": 0.99658203125}, {"start": 2663.35, "end": 2663.85, "word": " العالية", "probability": 0.9025065104166666}, {"start": 2663.85, "end": 2668.73, "word": " مدير", "probability": 0.9567057291666666}, {"start": 2668.73, "end": 2669.05, "word": " عام", "probability": 0.998779296875}], "temperature": 1.0}, {"id": 98, "seek": 269676, "start": 2671.06, "end": 2696.76, "text": "رئيس مجلس إدارة رئيس دولة نائب الرئيس ممكن يكون إدارة عامة عفوا إدارة عالية ماشي عندنا هنا في الجامعة رئيس الجامعة طبعا الجامعة عشان اللي لها خصية مجلس المناء إدارة عالية مجلس الجامعة إدارة عالية و هذا واضح اتنين", "tokens": [2288, 19986, 1829, 3794, 3714, 7435, 1211, 3794, 11933, 3215, 9640, 3660, 12602, 19986, 1829, 3794, 11778, 12610, 3660, 8717, 16373, 3555, 34892, 19986, 1829, 3794, 3714, 43020, 7251, 30544, 11933, 3215, 9640, 3660, 6225, 10943, 3660, 6225, 5172, 14407, 11933, 3215, 9640, 3660, 6225, 6027, 10632, 3714, 33599, 1829, 43242, 8315, 34105, 8978, 25724, 10943, 27884, 12602, 19986, 1829, 3794, 25724, 10943, 27884, 23032, 3555, 3615, 995, 25724, 10943, 27884, 6225, 8592, 7649, 13672, 1829, 5296, 11296, 16490, 9381, 10632, 3714, 7435, 1211, 3794, 9673, 1863, 16606, 11933, 3215, 9640, 3660, 6225, 6027, 10632, 3714, 7435, 1211, 3794, 25724, 10943, 27884, 11933, 3215, 9640, 3660, 6225, 6027, 10632, 4032, 23758, 4032, 46958, 5016, 1975, 2655, 1863, 9957], "avg_logprob": -0.13918067928121872, "compression_ratio": 2.257309941520468, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2671.06, "end": 2671.4, "word": "رئيس", "probability": 0.9019775390625}, {"start": 2671.4, "end": 2671.7, "word": " مجلس", "probability": 0.960693359375}, {"start": 2671.7, "end": 2672.02, "word": " إدارة", "probability": 0.9361572265625}, {"start": 2672.02, "end": 2673.52, "word": " رئيس", "probability": 0.84161376953125}, {"start": 2673.52, "end": 2674.16, "word": " دولة", "probability": 0.97216796875}, {"start": 2674.16, "end": 2675.3, "word": " نائب", "probability": 0.82861328125}, {"start": 2675.3, "end": 2675.7, "word": " الرئيس", "probability": 0.970458984375}, {"start": 2675.7, "end": 2675.86, "word": " ممكن", "probability": 0.639892578125}, {"start": 2675.86, "end": 2676.1, "word": " يكون", "probability": 0.99072265625}, {"start": 2676.1, "end": 2676.38, "word": " إدارة", "probability": 0.9805908203125}, {"start": 2676.38, "end": 2676.76, "word": " عامة", "probability": 0.9666341145833334}, {"start": 2676.76, "end": 2677.32, "word": " عفوا", "probability": 0.781005859375}, {"start": 2677.32, "end": 2677.64, "word": " إدارة", "probability": 0.9730224609375}, {"start": 2677.64, "end": 2677.94, "word": " عالية", "probability": 0.7080078125}, {"start": 2677.94, "end": 2678.84, "word": " ماشي", "probability": 0.8014322916666666}, {"start": 2678.84, "end": 2679.42, "word": " عندنا", "probability": 0.88671875}, {"start": 2679.42, "end": 2679.56, "word": " هنا", "probability": 0.95166015625}, {"start": 2679.56, "end": 2679.68, "word": " في", "probability": 0.9287109375}, {"start": 2679.68, "end": 2679.92, "word": " الجامعة", "probability": 0.9853515625}, {"start": 2679.92, "end": 2680.22, "word": " رئيس", "probability": 0.979736328125}, {"start": 2680.22, "end": 2681.58, "word": " الجامعة", "probability": 0.9873046875}, {"start": 2681.58, "end": 2685.4, "word": " طبعا", "probability": 0.964599609375}, {"start": 2685.4, "end": 2685.58, "word": " الجامعة", "probability": 0.9715169270833334}, {"start": 2685.58, "end": 2685.76, "word": " عشان", "probability": 0.8893229166666666}, {"start": 2685.76, "end": 2685.86, "word": " اللي", "probability": 0.62255859375}, {"start": 2685.86, "end": 2685.92, "word": " لها", "probability": 0.725830078125}, {"start": 2685.92, "end": 2686.54, "word": " خصية", "probability": 0.9866536458333334}, {"start": 2686.54, "end": 2687.6, "word": " مجلس", "probability": 0.992431640625}, {"start": 2687.6, "end": 2688.04, "word": " المناء", "probability": 0.3965250651041667}, {"start": 2688.04, "end": 2688.34, "word": " إدارة", "probability": 0.988037109375}, {"start": 2688.34, "end": 2689.2, "word": " عالية", "probability": 0.9817708333333334}, {"start": 2689.2, "end": 2690.9, "word": " مجلس", "probability": 0.994384765625}, {"start": 2690.9, "end": 2691.26, "word": " الجامعة", "probability": 0.9620768229166666}, {"start": 2691.26, "end": 2691.56, "word": " إدارة", "probability": 0.99609375}, {"start": 2691.56, "end": 2691.82, "word": " عالية", "probability": 0.99560546875}, {"start": 2691.82, "end": 2691.94, "word": " و", "probability": 0.80908203125}, {"start": 2691.94, "end": 2692.1, "word": " هذا", "probability": 0.246826171875}, {"start": 2692.1, "end": 2694.78, "word": " واضح", "probability": 0.9241536458333334}, {"start": 2694.78, "end": 2696.76, "word": " اتنين", "probability": 0.869140625}], "temperature": 1.0}, {"id": 99, "seek": 272512, "start": 2698.8, "end": 2725.12, "text": "الـ Mediarite اللي هي الإدارة ليش؟ وسطها ماشي يا جماعة أنا خاطة وحش بالعربي و بالإنجليزي وحش يعني مش .. هو حلو على الكميوتر يعني ميدياريت ميدياريت ميد بس بكتب رشيدة الطبيب", "tokens": [6027, 39184, 3982, 9448, 642, 13672, 1829, 39896, 33688, 3215, 9640, 3660, 32239, 8592, 22807, 46952, 9566, 11296, 3714, 33599, 1829, 35186, 10874, 15042, 27884, 41850, 16490, 41193, 3660, 4032, 5016, 8592, 20666, 3615, 2288, 21292, 4032, 20666, 28814, 1863, 7435, 20292, 11622, 1829, 4032, 5016, 8592, 37495, 22653, 37893, 4386, 31439, 11331, 1211, 2407, 15844, 2423, 24793, 1829, 35473, 2288, 37495, 22653, 3714, 1829, 16254, 9640, 36081, 3714, 1829, 16254, 9640, 36081, 3714, 25708, 4724, 3794, 4724, 4117, 2655, 3555, 12602, 8592, 25708, 3660, 41950, 21292, 3555], "avg_logprob": -0.22542134697517652, "compression_ratio": 1.6574585635359116, "no_speech_prob": 0.0, "words": [{"start": 2698.8, "end": 2699.16, "word": "الـ", "probability": 0.8271484375}, {"start": 2699.16, "end": 2699.74, "word": " Mediarite", "probability": 0.514404296875}, {"start": 2699.74, "end": 2700.14, "word": " اللي", "probability": 0.60888671875}, {"start": 2700.14, "end": 2700.22, "word": " هي", "probability": 0.916015625}, {"start": 2700.22, "end": 2700.5, "word": " الإدارة", "probability": 0.9906005859375}, {"start": 2700.5, "end": 2701.08, "word": " ليش؟", "probability": 0.713623046875}, {"start": 2701.08, "end": 2705.84, "word": " وسطها", "probability": 0.79248046875}, {"start": 2705.84, "end": 2708.4, "word": " ماشي", "probability": 0.6924641927083334}, {"start": 2708.4, "end": 2708.5, "word": " يا", "probability": 0.9140625}, {"start": 2708.5, "end": 2708.66, "word": " جماعة", "probability": 0.9900716145833334}, {"start": 2708.66, "end": 2708.82, "word": " أنا", "probability": 0.81640625}, {"start": 2708.82, "end": 2709.1, "word": " خاطة", "probability": 0.7718098958333334}, {"start": 2709.1, "end": 2709.72, "word": " وحش", "probability": 0.9832356770833334}, {"start": 2709.72, "end": 2713.6, "word": " بالعربي", "probability": 0.79827880859375}, {"start": 2713.6, "end": 2713.68, "word": " و", "probability": 0.767578125}, {"start": 2713.68, "end": 2714.02, "word": " بالإنجليزي", "probability": 0.9361746651785714}, {"start": 2714.02, "end": 2714.28, "word": " وحش", "probability": 0.96435546875}, {"start": 2714.28, "end": 2714.46, "word": " يعني", "probability": 0.736572265625}, {"start": 2714.46, "end": 2714.6, "word": " مش", "probability": 0.39990234375}, {"start": 2714.6, "end": 2714.8, "word": " ..", "probability": 0.55126953125}, {"start": 2714.8, "end": 2714.98, "word": " هو", "probability": 0.96875}, {"start": 2714.98, "end": 2715.2, "word": " حلو", "probability": 0.9944661458333334}, {"start": 2715.2, "end": 2715.3, "word": " على", "probability": 0.67333984375}, {"start": 2715.3, "end": 2715.78, "word": " الكميوتر", "probability": 0.876953125}, {"start": 2715.78, "end": 2715.96, "word": " يعني", "probability": 0.630859375}, {"start": 2715.96, "end": 2719.02, "word": " ميدياريت", "probability": 0.718408203125}, {"start": 2719.02, "end": 2720.62, "word": " ميدياريت", "probability": 0.82431640625}, {"start": 2720.62, "end": 2721.16, "word": " ميد", "probability": 0.54541015625}, {"start": 2721.16, "end": 2724.12, "word": " بس", "probability": 0.883056640625}, {"start": 2724.12, "end": 2724.32, "word": " بكتب", "probability": 0.9671630859375}, {"start": 2724.32, "end": 2724.66, "word": " رشيدة", "probability": 0.8463134765625}, {"start": 2724.66, "end": 2725.12, "word": " الطبيب", "probability": 0.9601236979166666}], "temperature": 1.0}, {"id": 100, "seek": 275184, "start": 2726.68, "end": 2751.84, "text": "باللاحظ دايما عندنا أواقل الدفاعات في الجامعة خطهم محش بشبهون يا دول الخواتب يكون مش عارفة ليش هو عشان بفكر بسرعة و بكتب بسرعة لكن على الكمبيوتر حرام هذه الخط جدا بكوا حلو نمشي حرفنا نسوي هذا الموجود الإدارة الوسطى زي شو؟ رئيس قسم", "tokens": [3555, 6027, 15040, 5016, 19913, 11778, 47302, 15042, 43242, 8315, 5551, 14407, 4587, 1211, 32748, 5172, 45761, 9307, 8978, 25724, 10943, 27884, 16490, 9566, 16095, 3714, 5016, 8592, 4724, 8592, 3555, 3224, 11536, 35186, 11778, 12610, 33962, 2407, 9307, 3555, 7251, 30544, 37893, 6225, 9640, 5172, 3660, 32239, 8592, 31439, 6225, 8592, 7649, 4724, 5172, 37983, 4724, 3794, 2288, 27884, 4032, 4724, 4117, 2655, 3555, 4724, 3794, 2288, 27884, 44381, 15844, 2423, 24793, 21292, 35473, 2288, 11331, 2288, 10943, 29538, 33962, 9566, 10874, 28259, 4724, 4117, 14407, 11331, 1211, 2407, 8717, 2304, 8592, 1829, 11331, 28480, 8315, 8717, 3794, 45865, 23758, 9673, 29245, 23328, 33688, 3215, 9640, 3660, 2423, 41779, 9566, 7578, 30767, 1829, 13412, 2407, 22807, 12602, 19986, 1829, 3794, 12174, 38251], "avg_logprob": -0.22001007776106557, "compression_ratio": 1.774468085106383, "no_speech_prob": 0.0, "words": [{"start": 2726.68, "end": 2727.24, "word": "باللاحظ", "probability": 0.77626953125}, {"start": 2727.24, "end": 2727.46, "word": " دايما", "probability": 0.7763671875}, {"start": 2727.46, "end": 2727.76, "word": " عندنا", "probability": 0.7254638671875}, {"start": 2727.76, "end": 2728.16, "word": " أواقل", "probability": 0.70159912109375}, {"start": 2728.16, "end": 2728.6, "word": " الدفاعات", "probability": 0.852294921875}, {"start": 2728.6, "end": 2728.72, "word": " في", "probability": 0.96337890625}, {"start": 2728.72, "end": 2729.26, "word": " الجامعة", "probability": 0.9930013020833334}, {"start": 2729.26, "end": 2730.52, "word": " خطهم", "probability": 0.9422200520833334}, {"start": 2730.52, "end": 2730.92, "word": " محش", "probability": 0.70361328125}, {"start": 2730.92, "end": 2731.58, "word": " بشبهون", "probability": 0.76044921875}, {"start": 2731.58, "end": 2731.66, "word": " يا", "probability": 0.39453125}, {"start": 2731.66, "end": 2731.76, "word": " دول", "probability": 0.962158203125}, {"start": 2731.76, "end": 2732.18, "word": " الخواتب", "probability": 0.68658447265625}, {"start": 2732.18, "end": 2732.44, "word": " يكون", "probability": 0.8818359375}, {"start": 2732.44, "end": 2733.16, "word": " مش", "probability": 0.406982421875}, {"start": 2733.16, "end": 2733.5, "word": " عارفة", "probability": 0.9456787109375}, {"start": 2733.5, "end": 2733.84, "word": " ليش", "probability": 0.9560546875}, {"start": 2733.84, "end": 2735.16, "word": " هو", "probability": 0.83056640625}, {"start": 2735.16, "end": 2735.44, "word": " عشان", "probability": 0.9765625}, {"start": 2735.44, "end": 2735.84, "word": " بفكر", "probability": 0.9627278645833334}, {"start": 2735.84, "end": 2736.3, "word": " بسرعة", "probability": 0.9915771484375}, {"start": 2736.3, "end": 2736.42, "word": " و", "probability": 0.80859375}, {"start": 2736.42, "end": 2736.74, "word": " بكتب", "probability": 0.956787109375}, {"start": 2736.74, "end": 2737.18, "word": " بسرعة", "probability": 0.992431640625}, {"start": 2737.18, "end": 2738.5, "word": " لكن", "probability": 0.892578125}, {"start": 2738.5, "end": 2738.68, "word": " على", "probability": 0.62744140625}, {"start": 2738.68, "end": 2738.98, "word": " الكمبيوتر", "probability": 0.9158203125}, {"start": 2738.98, "end": 2739.26, "word": " حرام", "probability": 0.81494140625}, {"start": 2739.26, "end": 2739.4, "word": " هذه", "probability": 0.60302734375}, {"start": 2739.4, "end": 2739.64, "word": " الخط", "probability": 0.96240234375}, {"start": 2739.64, "end": 2739.88, "word": " جدا", "probability": 0.966796875}, {"start": 2739.88, "end": 2740.1, "word": " بكوا", "probability": 0.3905843098958333}, {"start": 2740.1, "end": 2740.44, "word": " حلو", "probability": 0.9928385416666666}, {"start": 2740.44, "end": 2744.48, "word": " نمشي", "probability": 0.761077880859375}, {"start": 2744.48, "end": 2744.9, "word": " حرفنا", "probability": 0.5640462239583334}, {"start": 2744.9, "end": 2745.24, "word": " نسوي", "probability": 0.853515625}, {"start": 2745.24, "end": 2745.4, "word": " هذا", "probability": 0.46240234375}, {"start": 2745.4, "end": 2745.86, "word": " الموجود", "probability": 0.9806315104166666}, {"start": 2745.86, "end": 2748.64, "word": " الإدارة", "probability": 0.931640625}, {"start": 2748.64, "end": 2748.94, "word": " الوسطى", "probability": 0.8992919921875}, {"start": 2748.94, "end": 2749.12, "word": " زي", "probability": 0.904541015625}, {"start": 2749.12, "end": 2750.58, "word": " شو؟", "probability": 0.8313802083333334}, {"start": 2750.58, "end": 2751.5, "word": " رئيس", "probability": 0.983642578125}, {"start": 2751.5, "end": 2751.84, "word": " قسم", "probability": 0.97314453125}], "temperature": 1.0}, {"id": 101, "seek": 278055, "start": 2755.69, "end": 2780.55, "text": "مدير قسم التسويق مثلا، نائب مدير هذه بتكون درايش وسطة، شو معنى وسطة؟ أنه في فجأة حدا، اللي هو مين؟ العليا، إذا العليا بتعطي قرارات لمين؟ للوسطة، وليس العكس", "tokens": [2304, 3215, 13546, 12174, 38251, 16712, 3794, 45865, 4587, 50113, 15040, 12399, 8717, 16373, 3555, 3714, 3215, 13546, 29538, 39894, 30544, 11778, 23557, 1829, 8592, 46952, 9566, 3660, 12399, 13412, 2407, 20449, 1863, 7578, 46952, 9566, 3660, 22807, 14739, 3224, 8978, 6156, 7435, 10721, 3660, 11331, 28259, 12399, 13672, 1829, 31439, 3714, 9957, 22807, 18863, 20292, 995, 12399, 11933, 15730, 18863, 20292, 995, 39894, 3615, 9566, 1829, 12174, 2288, 9640, 9307, 32767, 9957, 22807, 24976, 41779, 9566, 3660, 12399, 4032, 20292, 3794, 18863, 4117, 3794], "avg_logprob": -0.1902252894847892, "compression_ratio": 1.7195121951219512, "no_speech_prob": 0.0, "words": [{"start": 2755.69, "end": 2756.37, "word": "مدير", "probability": 0.9803059895833334}, {"start": 2756.37, "end": 2758.03, "word": " قسم", "probability": 0.987060546875}, {"start": 2758.03, "end": 2758.85, "word": " التسويق", "probability": 0.970458984375}, {"start": 2758.85, "end": 2761.83, "word": " مثلا،", "probability": 0.6715494791666666}, {"start": 2761.83, "end": 2762.37, "word": " نائب", "probability": 0.96630859375}, {"start": 2762.37, "end": 2762.85, "word": " مدير", "probability": 0.9913736979166666}, {"start": 2762.85, "end": 2765.21, "word": " هذه", "probability": 0.51416015625}, {"start": 2765.21, "end": 2765.49, "word": " بتكون", "probability": 0.72998046875}, {"start": 2765.49, "end": 2766.17, "word": " درايش", "probability": 0.63848876953125}, {"start": 2766.17, "end": 2767.29, "word": " وسطة،", "probability": 0.687744140625}, {"start": 2767.29, "end": 2767.49, "word": " شو", "probability": 0.740234375}, {"start": 2767.49, "end": 2767.77, "word": " معنى", "probability": 0.9352213541666666}, {"start": 2767.77, "end": 2768.41, "word": " وسطة؟", "probability": 0.9141845703125}, {"start": 2768.41, "end": 2768.61, "word": " أنه", "probability": 0.5797119140625}, {"start": 2768.61, "end": 2768.69, "word": " في", "probability": 0.83251953125}, {"start": 2768.69, "end": 2768.99, "word": " فجأة", "probability": 0.76910400390625}, {"start": 2768.99, "end": 2771.71, "word": " حدا،", "probability": 0.6085611979166666}, {"start": 2771.71, "end": 2771.97, "word": " اللي", "probability": 0.786865234375}, {"start": 2771.97, "end": 2772.09, "word": " هو", "probability": 0.98583984375}, {"start": 2772.09, "end": 2773.11, "word": " مين؟", "probability": 0.9532877604166666}, {"start": 2773.11, "end": 2774.53, "word": " العليا،", "probability": 0.80255126953125}, {"start": 2774.53, "end": 2774.69, "word": " إذا", "probability": 0.82861328125}, {"start": 2774.69, "end": 2775.21, "word": " العليا", "probability": 0.9239908854166666}, {"start": 2775.21, "end": 2776.07, "word": " بتعطي", "probability": 0.9715576171875}, {"start": 2776.07, "end": 2777.77, "word": " قرارات", "probability": 0.9901123046875}, {"start": 2777.77, "end": 2778.57, "word": " لمين؟", "probability": 0.8133138020833334}, {"start": 2778.57, "end": 2779.53, "word": " للوسطة،", "probability": 0.91494140625}, {"start": 2779.53, "end": 2780.05, "word": " وليس", "probability": 0.9728190104166666}, {"start": 2780.05, "end": 2780.55, "word": " العكس", "probability": 0.97607421875}], "temperature": 1.0}, {"id": 102, "seek": 281025, "start": 2781.57, "end": 2810.25, "text": "يعني انت بيجيك القرار في شغلك من المدير العام مش انت اللي بتعطيك القرار لأ هو اللي بيعطيك القرارات هذه بيسميها الإدارة الوسطى المستوى الأخر اللي هي الإدارة الدنيا أو الإدارة الإشرافية الـ get down أو الـ junior نفس الشيء مثلا مدير العمال", "tokens": [40228, 22653, 16472, 2655, 4724, 1829, 7435, 1829, 4117, 25062, 2288, 9640, 8978, 13412, 17082, 23275, 9154, 9673, 3215, 13546, 18863, 10943, 37893, 16472, 2655, 13672, 1829, 39894, 3615, 9566, 1829, 4117, 25062, 2288, 9640, 5296, 10721, 31439, 13672, 1829, 4724, 40228, 9566, 1829, 4117, 25062, 2288, 9640, 9307, 29538, 4724, 1829, 38251, 1829, 11296, 33688, 3215, 9640, 3660, 2423, 41779, 9566, 7578, 9673, 14851, 2407, 7578, 16247, 34740, 13672, 1829, 39896, 33688, 3215, 9640, 3660, 32748, 22653, 995, 34051, 33688, 3215, 9640, 3660, 33688, 8592, 23557, 5172, 10632, 2423, 39184, 483, 760, 34051, 2423, 39184, 16195, 8717, 36178, 25124, 1829, 38207, 50113, 15040, 3714, 3215, 13546, 18863, 2304, 6027], "avg_logprob": -0.2017173493230665, "compression_ratio": 2.0047846889952154, "no_speech_prob": 0.0, "words": [{"start": 2781.57, "end": 2781.81, "word": "يعني", "probability": 0.593505859375}, {"start": 2781.81, "end": 2782.03, "word": " انت", "probability": 0.5081787109375}, {"start": 2782.03, "end": 2782.29, "word": " بيجيك", "probability": 0.81396484375}, {"start": 2782.29, "end": 2782.59, "word": " القرار", "probability": 0.9661458333333334}, {"start": 2782.59, "end": 2782.73, "word": " في", "probability": 0.88818359375}, {"start": 2782.73, "end": 2783.01, "word": " شغلك", "probability": 0.9674479166666666}, {"start": 2783.01, "end": 2783.13, "word": " من", "probability": 0.955078125}, {"start": 2783.13, "end": 2783.39, "word": " المدير", "probability": 0.9798177083333334}, {"start": 2783.39, "end": 2783.73, "word": " العام", "probability": 0.988037109375}, {"start": 2783.73, "end": 2784.41, "word": " مش", "probability": 0.74267578125}, {"start": 2784.41, "end": 2784.59, "word": " انت", "probability": 0.780029296875}, {"start": 2784.59, "end": 2784.67, "word": " اللي", "probability": 0.930419921875}, {"start": 2784.67, "end": 2785.01, "word": " بتعطيك", "probability": 0.758203125}, {"start": 2785.01, "end": 2785.23, "word": " القرار", "probability": 0.84375}, {"start": 2785.23, "end": 2785.41, "word": " لأ", "probability": 0.707275390625}, {"start": 2785.41, "end": 2785.53, "word": " هو", "probability": 0.91162109375}, {"start": 2785.53, "end": 2785.61, "word": " اللي", "probability": 0.97216796875}, {"start": 2785.61, "end": 2785.87, "word": " بيعطيك", "probability": 0.87744140625}, {"start": 2785.87, "end": 2786.25, "word": " القرارات", "probability": 0.83935546875}, {"start": 2786.25, "end": 2787.07, "word": " هذه", "probability": 0.70751953125}, {"start": 2787.07, "end": 2787.91, "word": " بيسميها", "probability": 0.780029296875}, {"start": 2787.91, "end": 2789.35, "word": " الإدارة", "probability": 0.9481201171875}, {"start": 2789.35, "end": 2790.31, "word": " الوسطى", "probability": 0.9718017578125}, {"start": 2790.31, "end": 2791.31, "word": " المستوى", "probability": 0.96484375}, {"start": 2791.31, "end": 2791.65, "word": " الأخر", "probability": 0.820068359375}, {"start": 2791.65, "end": 2791.83, "word": " اللي", "probability": 0.69775390625}, {"start": 2791.83, "end": 2791.93, "word": " هي", "probability": 0.8564453125}, {"start": 2791.93, "end": 2792.31, "word": " الإدارة", "probability": 0.977783203125}, {"start": 2792.31, "end": 2792.61, "word": " الدنيا", "probability": 0.9765625}, {"start": 2792.61, "end": 2792.73, "word": " أو", "probability": 0.70068359375}, {"start": 2792.73, "end": 2793.37, "word": " الإدارة", "probability": 0.9873046875}, {"start": 2793.37, "end": 2794.69, "word": " الإشرافية", "probability": 0.96162109375}, {"start": 2794.69, "end": 2796.19, "word": " الـ", "probability": 0.3472900390625}, {"start": 2796.19, "end": 2796.29, "word": " get", "probability": 0.13525390625}, {"start": 2796.29, "end": 2796.57, "word": " down", "probability": 0.64501953125}, {"start": 2796.57, "end": 2799.59, "word": " أو", "probability": 0.7451171875}, {"start": 2799.59, "end": 2799.67, "word": " الـ", "probability": 0.5147705078125}, {"start": 2799.67, "end": 2800.03, "word": " junior", "probability": 0.75634765625}, {"start": 2800.03, "end": 2803.53, "word": " نفس", "probability": 0.9267578125}, {"start": 2803.53, "end": 2804.73, "word": " الشيء", "probability": 0.9772135416666666}, {"start": 2804.73, "end": 2807.07, "word": " مثلا", "probability": 0.90478515625}, {"start": 2807.07, "end": 2809.09, "word": " مدير", "probability": 0.8846028645833334}, {"start": 2809.09, "end": 2810.25, "word": " العمال", "probability": 0.96435546875}], "temperature": 1.0}, {"id": 103, "seek": 284076, "start": 2811.42, "end": 2840.76, "text": "مش معناها شوفنا مدير خلاص لأ لك شوفين مدير مين ماشي مثلا المشرف انت مشرف في شغل هذا بنسميها إدارة إيش دنيا أو إشرافية معناها مشرف على ناس مش شغله زي المهندسين لما يروحوا على الموقع بيكون فيه هناك مشرف عمال أو كبير العمال هذه إدارة دنيا الان ده نقول إنه عند المستويات تلاتة فقط لرابع لهما اللي هي الإدارة العليا الوسطى والدنيا", "tokens": [2304, 8592, 20449, 8315, 11296, 13412, 38688, 8315, 3714, 3215, 13546, 16490, 1211, 33546, 5296, 10721, 5296, 4117, 13412, 38688, 9957, 3714, 3215, 13546, 3714, 9957, 3714, 33599, 1829, 50113, 15040, 9673, 8592, 28480, 16472, 2655, 37893, 28480, 8978, 13412, 17082, 1211, 23758, 44945, 38251, 1829, 11296, 11933, 3215, 9640, 3660, 11933, 1829, 8592, 11778, 22653, 995, 34051, 11933, 8592, 23557, 5172, 10632, 20449, 8315, 11296, 37893, 28480, 15844, 8717, 32277, 37893, 13412, 17082, 43761, 30767, 1829, 9673, 3224, 41260, 3794, 9957, 5296, 15042, 7251, 32887, 5016, 14407, 15844, 9673, 30543, 3615, 4724, 1829, 30544, 8978, 3224, 34105, 4117, 37893, 28480, 6225, 2304, 6027, 34051, 9122, 3555, 13546, 18863, 2304, 6027, 29538, 11933, 3215, 9640, 3660, 11778, 22653, 995, 2423, 7649, 11778, 3224, 8717, 39648, 36145, 3224, 43242, 9673, 14851, 45865, 9307, 6055, 1211, 9307, 3660, 6156, 47432, 5296, 2288, 16758, 3615, 46740, 15042, 13672, 1829, 39896, 33688, 3215, 9640, 3660, 18863, 20292, 995, 2423, 41779, 9566, 7578, 16070, 3215, 22653, 995], "avg_logprob": -0.21510735592959118, "compression_ratio": 2.130434782608696, "no_speech_prob": 0.0, "words": [{"start": 2811.42, "end": 2811.7, "word": "مش", "probability": 0.86669921875}, {"start": 2811.7, "end": 2812.0, "word": " معناها", "probability": 0.7890625}, {"start": 2812.0, "end": 2812.32, "word": " شوفنا", "probability": 0.6739908854166666}, {"start": 2812.32, "end": 2812.64, "word": " مدير", "probability": 0.9850260416666666}, {"start": 2812.64, "end": 2813.1, "word": " خلاص", "probability": 0.916015625}, {"start": 2813.1, "end": 2813.6, "word": " لأ", "probability": 0.6802978515625}, {"start": 2813.6, "end": 2814.3, "word": " لك", "probability": 0.4808349609375}, {"start": 2814.3, "end": 2814.46, "word": " شوفين", "probability": 0.6109212239583334}, {"start": 2814.46, "end": 2814.72, "word": " مدير", "probability": 0.9588216145833334}, {"start": 2814.72, "end": 2815.0, "word": " مين", "probability": 0.956787109375}, {"start": 2815.0, "end": 2816.5, "word": " ماشي", "probability": 0.8172200520833334}, {"start": 2816.5, "end": 2817.04, "word": " مثلا", "probability": 0.894287109375}, {"start": 2817.04, "end": 2818.72, "word": " المشرف", "probability": 0.904296875}, {"start": 2818.72, "end": 2821.16, "word": " انت", "probability": 0.7197265625}, {"start": 2821.16, "end": 2821.52, "word": " مشرف", "probability": 0.957763671875}, {"start": 2821.52, "end": 2821.68, "word": " في", "probability": 0.81005859375}, {"start": 2821.68, "end": 2822.06, "word": " شغل", "probability": 0.8400065104166666}, {"start": 2822.06, "end": 2822.66, "word": " هذا", "probability": 0.4970703125}, {"start": 2822.66, "end": 2823.12, "word": " بنسميها", "probability": 0.86669921875}, {"start": 2823.12, "end": 2823.42, "word": " إدارة", "probability": 0.92333984375}, {"start": 2823.42, "end": 2823.68, "word": " إيش", "probability": 0.7779947916666666}, {"start": 2823.68, "end": 2824.72, "word": " دنيا", "probability": 0.734375}, {"start": 2824.72, "end": 2824.88, "word": " أو", "probability": 0.8642578125}, {"start": 2824.88, "end": 2825.22, "word": " إشرافية", "probability": 0.94794921875}, {"start": 2825.22, "end": 2825.5, "word": " معناها", "probability": 0.7154947916666666}, {"start": 2825.5, "end": 2825.92, "word": " مشرف", "probability": 0.9580078125}, {"start": 2825.92, "end": 2826.08, "word": " على", "probability": 0.3251953125}, {"start": 2826.08, "end": 2826.32, "word": " ناس", "probability": 0.968505859375}, {"start": 2826.32, "end": 2826.48, "word": " مش", "probability": 0.5830078125}, {"start": 2826.48, "end": 2826.84, "word": " شغله", "probability": 0.8883463541666666}, {"start": 2826.84, "end": 2827.6, "word": " زي", "probability": 0.895263671875}, {"start": 2827.6, "end": 2828.3, "word": " المهندسين", "probability": 0.98740234375}, {"start": 2828.3, "end": 2828.44, "word": " لما", "probability": 0.92919921875}, {"start": 2828.44, "end": 2828.72, "word": " يروحوا", "probability": 0.9913330078125}, {"start": 2828.72, "end": 2828.8, "word": " على", "probability": 0.76123046875}, {"start": 2828.8, "end": 2829.12, "word": " الموقع", "probability": 0.9860026041666666}, {"start": 2829.12, "end": 2829.36, "word": " بيكون", "probability": 0.7737630208333334}, {"start": 2829.36, "end": 2829.54, "word": " فيه", "probability": 0.526611328125}, {"start": 2829.54, "end": 2829.78, "word": " هناك", "probability": 0.684326171875}, {"start": 2829.78, "end": 2830.08, "word": " مشرف", "probability": 0.969970703125}, {"start": 2830.08, "end": 2830.4, "word": " عمال", "probability": 0.89892578125}, {"start": 2830.4, "end": 2830.52, "word": " أو", "probability": 0.92431640625}, {"start": 2830.52, "end": 2830.74, "word": " كبير", "probability": 0.9283854166666666}, {"start": 2830.74, "end": 2831.16, "word": " العمال", "probability": 0.9423828125}, {"start": 2831.16, "end": 2831.44, "word": " هذه", "probability": 0.435546875}, {"start": 2831.44, "end": 2831.72, "word": " إدارة", "probability": 0.9146728515625}, {"start": 2831.72, "end": 2832.26, "word": " دنيا", "probability": 0.8154296875}, {"start": 2832.26, "end": 2834.3, "word": " الان", "probability": 0.5250244140625}, {"start": 2834.3, "end": 2834.46, "word": " ده", "probability": 0.6319580078125}, {"start": 2834.46, "end": 2834.66, "word": " نقول", "probability": 0.918212890625}, {"start": 2834.66, "end": 2834.8, "word": " إنه", "probability": 0.5390625}, {"start": 2834.8, "end": 2834.94, "word": " عند", "probability": 0.9072265625}, {"start": 2834.94, "end": 2835.34, "word": " المستويات", "probability": 0.82855224609375}, {"start": 2835.34, "end": 2835.64, "word": " تلاتة", "probability": 0.84228515625}, {"start": 2835.64, "end": 2835.96, "word": " فقط", "probability": 0.986328125}, {"start": 2835.96, "end": 2836.36, "word": " لرابع", "probability": 0.75994873046875}, {"start": 2836.36, "end": 2836.8, "word": " لهما", "probability": 0.70654296875}, {"start": 2836.8, "end": 2837.28, "word": " اللي", "probability": 0.902587890625}, {"start": 2837.28, "end": 2837.4, "word": " هي", "probability": 0.90234375}, {"start": 2837.4, "end": 2837.72, "word": " الإدارة", "probability": 0.98486328125}, {"start": 2837.72, "end": 2838.16, "word": " العليا", "probability": 0.8670247395833334}, {"start": 2838.16, "end": 2839.84, "word": " الوسطى", "probability": 0.901611328125}, {"start": 2839.84, "end": 2840.76, "word": " والدنيا", "probability": 0.9368896484375}], "temperature": 1.0}, {"id": 104, "seek": 286302, "start": 2843.72, "end": 2863.02, "text": "التنفيذ اللي يستخدم الادارة الوسطى ليش وسطى؟ لأنه في فوقه حدا، اللي هو مجلس الإدارة، معطينا أمثلة هنا، بيقولوا الإدارة العليا هم اللي يقودون المؤسسة بشكل شامل، رئيس، ناجب، رئيس، مدير عام، مهما اختلفت المسميات، هم إدارة عليا", "tokens": [6027, 2655, 1863, 41185, 8848, 13672, 1829, 7251, 14851, 9778, 40448, 2423, 18513, 9640, 3660, 2423, 41779, 9566, 7578, 32239, 8592, 46952, 9566, 7578, 22807, 5296, 33456, 3224, 8978, 6156, 30543, 3224, 11331, 28259, 12399, 13672, 1829, 31439, 3714, 7435, 1211, 3794, 33688, 3215, 9640, 3660, 12399, 20449, 9566, 1829, 8315, 5551, 2304, 12984, 37977, 34105, 12399, 4724, 1829, 39648, 14407, 33688, 3215, 9640, 3660, 18863, 20292, 995, 8032, 2304, 13672, 1829, 7251, 4587, 23328, 11536, 9673, 33604, 3794, 3794, 3660, 4724, 8592, 28820, 13412, 10943, 1211, 12399, 12602, 19986, 1829, 3794, 12399, 8717, 26108, 3555, 12399, 12602, 19986, 1829, 3794, 12399, 3714, 3215, 13546, 6225, 10943, 12399, 3714, 3224, 15042, 1975, 46456, 46538, 2655, 9673, 38251, 1829, 9307, 12399, 8032, 2304, 11933, 3215, 9640, 3660, 6225, 20292, 995], "avg_logprob": -0.2718749965612705, "compression_ratio": 1.9569377990430623, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2843.72, "end": 2844.24, "word": "التنفيذ", "probability": 0.599755859375}, {"start": 2844.24, "end": 2844.36, "word": " اللي", "probability": 0.54052734375}, {"start": 2844.36, "end": 2844.66, "word": " يستخدم", "probability": 0.57000732421875}, {"start": 2844.66, "end": 2844.98, "word": " الادارة", "probability": 0.7705078125}, {"start": 2844.98, "end": 2845.58, "word": " الوسطى", "probability": 0.7188720703125}, {"start": 2845.58, "end": 2849.86, "word": " ليش", "probability": 0.54296875}, {"start": 2849.86, "end": 2850.3, "word": " وسطى؟", "probability": 0.77349853515625}, {"start": 2850.3, "end": 2850.54, "word": " لأنه", "probability": 0.7323404947916666}, {"start": 2850.54, "end": 2850.6, "word": " في", "probability": 0.85107421875}, {"start": 2850.6, "end": 2850.86, "word": " فوقه", "probability": 0.8513997395833334}, {"start": 2850.86, "end": 2851.42, "word": " حدا،", "probability": 0.59375}, {"start": 2851.42, "end": 2851.52, "word": " اللي", "probability": 0.86962890625}, {"start": 2851.52, "end": 2851.56, "word": " هو", "probability": 0.849609375}, {"start": 2851.56, "end": 2851.82, "word": " مجلس", "probability": 0.9610595703125}, {"start": 2851.82, "end": 2852.78, "word": " الإدارة،", "probability": 0.76826171875}, {"start": 2852.78, "end": 2853.14, "word": " معطينا", "probability": 0.73602294921875}, {"start": 2853.14, "end": 2853.44, "word": " أمثلة", "probability": 0.945068359375}, {"start": 2853.44, "end": 2854.26, "word": " هنا،", "probability": 0.89697265625}, {"start": 2854.26, "end": 2854.52, "word": " بيقولوا", "probability": 0.78741455078125}, {"start": 2854.52, "end": 2854.84, "word": " الإدارة", "probability": 0.799346923828125}, {"start": 2854.84, "end": 2855.14, "word": " العليا", "probability": 0.8390299479166666}, {"start": 2855.14, "end": 2855.34, "word": " هم", "probability": 0.830810546875}, {"start": 2855.34, "end": 2855.46, "word": " اللي", "probability": 0.861328125}, {"start": 2855.46, "end": 2855.78, "word": " يقودون", "probability": 0.743408203125}, {"start": 2855.78, "end": 2856.14, "word": " المؤسسة", "probability": 0.95341796875}, {"start": 2856.14, "end": 2856.44, "word": " بشكل", "probability": 0.9881184895833334}, {"start": 2856.44, "end": 2857.44, "word": " شامل،", "probability": 0.947998046875}, {"start": 2857.44, "end": 2858.68, "word": " رئيس،", "probability": 0.966015625}, {"start": 2858.68, "end": 2858.94, "word": " ناجب،", "probability": 0.80718994140625}, {"start": 2858.94, "end": 2859.3, "word": " رئيس،", "probability": 0.98779296875}, {"start": 2859.3, "end": 2859.52, "word": " مدير", "probability": 0.9910481770833334}, {"start": 2859.52, "end": 2859.84, "word": " عام،", "probability": 0.7928059895833334}, {"start": 2859.84, "end": 2859.98, "word": " مهما", "probability": 0.9246419270833334}, {"start": 2859.98, "end": 2860.4, "word": " اختلفت", "probability": 0.9403076171875}, {"start": 2860.4, "end": 2861.12, "word": " المسميات،", "probability": 0.89580078125}, {"start": 2861.12, "end": 2861.26, "word": " هم", "probability": 0.86669921875}, {"start": 2861.26, "end": 2861.88, "word": " إدارة", "probability": 0.977294921875}, {"start": 2861.88, "end": 2863.02, "word": " عليا", "probability": 0.7869466145833334}], "temperature": 1.0}, {"id": 105, "seek": 289232, "start": 2864.24, "end": 2892.32, "text": "الإدارة الوسطى مسئولين عن قيادة الأقسام دمبلغيا الخاصة هنا زي عميد كلية يعتبر إدارة وسطى رئيس قسم الجراحة في المستشفى الشفاء إدارة وسطى رئيس قسم في شركة صناعة إدارة عياش وسطى الإشراف هذا مرتبط بالإدارة الوسطى الآن بشرحها ماشي بيكونوا بيشرفوا مباشرة على مين؟ على المرأوسين زي رئيس قسم في جامعة", "tokens": [6027, 28814, 3215, 9640, 3660, 2423, 41779, 9566, 7578, 47524, 19986, 12610, 9957, 18871, 12174, 1829, 18513, 3660, 16247, 4587, 3794, 10943, 11778, 2304, 36150, 17082, 25528, 33962, 33546, 3660, 34105, 30767, 1829, 6225, 2304, 25708, 28242, 10632, 7251, 34268, 26890, 11933, 3215, 9640, 3660, 46952, 9566, 7578, 12602, 19986, 1829, 3794, 12174, 38251, 25724, 23557, 5016, 3660, 8978, 9673, 14851, 8592, 5172, 7578, 25124, 5172, 16606, 11933, 3215, 9640, 3660, 46952, 9566, 7578, 12602, 19986, 1829, 3794, 12174, 38251, 8978, 13412, 31747, 3660, 20328, 8315, 27884, 11933, 3215, 9640, 3660, 6225, 1829, 33599, 46952, 9566, 7578, 33688, 8592, 23557, 5172, 23758, 3714, 43500, 3555, 9566, 20666, 28814, 3215, 9640, 3660, 2423, 41779, 9566, 7578, 6024, 48506, 4724, 46309, 5016, 11296, 3714, 33599, 1829, 4724, 1829, 30544, 14407, 4724, 1829, 8592, 28480, 14407, 3714, 3555, 33599, 25720, 15844, 3714, 9957, 22807, 15844, 9673, 2288, 10721, 41779, 9957, 30767, 1829, 12602, 19986, 1829, 3794, 12174, 38251, 8978, 10874, 10943, 27884], "avg_logprob": -0.17167968219146132, "compression_ratio": 2.1885245901639343, "no_speech_prob": 0.0, "words": [{"start": 2864.24, "end": 2864.66, "word": "الإدارة", "probability": 0.7579833984375}, {"start": 2864.66, "end": 2865.02, "word": " الوسطى", "probability": 0.9658203125}, {"start": 2865.02, "end": 2865.4, "word": " مسئولين", "probability": 0.7183837890625}, {"start": 2865.4, "end": 2865.52, "word": " عن", "probability": 0.85107421875}, {"start": 2865.52, "end": 2865.82, "word": " قيادة", "probability": 0.73876953125}, {"start": 2865.82, "end": 2866.46, "word": " الأقسام", "probability": 0.9794921875}, {"start": 2866.46, "end": 2867.1, "word": " دمبلغيا", "probability": 0.565380859375}, {"start": 2867.1, "end": 2867.52, "word": " الخاصة", "probability": 0.9384765625}, {"start": 2867.52, "end": 2867.78, "word": " هنا", "probability": 0.5712890625}, {"start": 2867.78, "end": 2868.48, "word": " زي", "probability": 0.6478271484375}, {"start": 2868.48, "end": 2868.78, "word": " عميد", "probability": 0.7469075520833334}, {"start": 2868.78, "end": 2869.14, "word": " كلية", "probability": 0.69970703125}, {"start": 2869.14, "end": 2869.46, "word": " يعتبر", "probability": 0.94287109375}, {"start": 2869.46, "end": 2869.76, "word": " إدارة", "probability": 0.982666015625}, {"start": 2869.76, "end": 2870.3, "word": " وسطى", "probability": 0.9441731770833334}, {"start": 2870.3, "end": 2870.94, "word": " رئيس", "probability": 0.95654296875}, {"start": 2870.94, "end": 2871.14, "word": " قسم", "probability": 0.98681640625}, {"start": 2871.14, "end": 2871.64, "word": " الجراحة", "probability": 0.9796142578125}, {"start": 2871.64, "end": 2871.74, "word": " في", "probability": 0.97607421875}, {"start": 2871.74, "end": 2872.06, "word": " المستشفى", "probability": 0.87314453125}, {"start": 2872.06, "end": 2872.56, "word": " الشفاء", "probability": 0.6542154947916666}, {"start": 2872.56, "end": 2874.3, "word": " إدارة", "probability": 0.9920654296875}, {"start": 2874.3, "end": 2874.7, "word": " وسطى", "probability": 0.9728190104166666}, {"start": 2874.7, "end": 2875.72, "word": " رئيس", "probability": 0.947998046875}, {"start": 2875.72, "end": 2876.06, "word": " قسم", "probability": 0.996826171875}, {"start": 2876.06, "end": 2876.74, "word": " في", "probability": 0.96337890625}, {"start": 2876.74, "end": 2877.1, "word": " شركة", "probability": 0.9973958333333334}, {"start": 2877.1, "end": 2877.84, "word": " صناعة", "probability": 0.9775390625}, {"start": 2877.84, "end": 2878.42, "word": " إدارة", "probability": 0.9820556640625}, {"start": 2878.42, "end": 2878.66, "word": " عياش", "probability": 0.566650390625}, {"start": 2878.66, "end": 2879.72, "word": " وسطى", "probability": 0.90625}, {"start": 2879.72, "end": 2881.94, "word": " الإشراف", "probability": 0.9046630859375}, {"start": 2881.94, "end": 2883.04, "word": " هذا", "probability": 0.81787109375}, {"start": 2883.04, "end": 2883.42, "word": " مرتبط", "probability": 0.7801513671875}, {"start": 2883.42, "end": 2883.74, "word": " بالإدارة", "probability": 0.97841796875}, {"start": 2883.74, "end": 2884.56, "word": " الوسطى", "probability": 0.948486328125}, {"start": 2884.56, "end": 2885.46, "word": " الآن", "probability": 0.672119140625}, {"start": 2885.46, "end": 2885.92, "word": " بشرحها", "probability": 0.8172607421875}, {"start": 2885.92, "end": 2886.24, "word": " ماشي", "probability": 0.7871907552083334}, {"start": 2886.24, "end": 2886.76, "word": " بيكونوا", "probability": 0.821533203125}, {"start": 2886.76, "end": 2887.76, "word": " بيشرفوا", "probability": 0.87841796875}, {"start": 2887.76, "end": 2888.3, "word": " مباشرة", "probability": 0.9808349609375}, {"start": 2888.3, "end": 2888.54, "word": " على", "probability": 0.82470703125}, {"start": 2888.54, "end": 2889.22, "word": " مين؟", "probability": 0.7542317708333334}, {"start": 2889.22, "end": 2889.36, "word": " على", "probability": 0.78173828125}, {"start": 2889.36, "end": 2890.52, "word": " المرأوسين", "probability": 0.75166015625}, {"start": 2890.52, "end": 2891.18, "word": " زي", "probability": 0.943115234375}, {"start": 2891.18, "end": 2891.5, "word": " رئيس", "probability": 0.9940185546875}, {"start": 2891.5, "end": 2891.76, "word": " قسم", "probability": 0.997802734375}, {"start": 2891.76, "end": 2891.96, "word": " في", "probability": 0.978515625}, {"start": 2891.96, "end": 2892.32, "word": " جامعة", "probability": 0.9817708333333334}], "temperature": 1.0}, {"id": 106, "seek": 291044, "start": 2893.82, "end": 2910.44, "text": "زي رئيس قسم في بنك أو مدير خط إنتاج طبعا يا أخوات هذه بتختلف من مؤسسة لأخرى بتختلف من مؤسسة لأخرى خلنا نشوف كيف ممكن نشرح عن نفس الرسم اللي قلته", "tokens": [11622, 1829, 12602, 19986, 1829, 3794, 12174, 38251, 8978, 4724, 1863, 4117, 34051, 3714, 3215, 13546, 16490, 9566, 11933, 29399, 26108, 23032, 3555, 3615, 995, 35186, 5551, 9778, 2407, 9307, 29538, 39894, 46456, 46538, 9154, 3714, 33604, 3794, 3794, 3660, 5296, 10721, 34740, 7578, 39894, 46456, 46538, 9154, 3714, 33604, 3794, 3794, 3660, 5296, 10721, 34740, 7578, 16490, 1211, 8315, 8717, 8592, 38688, 9122, 33911, 3714, 43020, 8717, 46309, 5016, 18871, 8717, 36178, 34892, 38251, 13672, 1829, 12174, 1211, 47395], "avg_logprob": -0.14920910199483237, "compression_ratio": 1.72, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2893.82, "end": 2894.16, "word": "زي", "probability": 0.82763671875}, {"start": 2894.16, "end": 2894.4, "word": " رئيس", "probability": 0.983154296875}, {"start": 2894.4, "end": 2894.66, "word": " قسم", "probability": 0.90380859375}, {"start": 2894.66, "end": 2894.82, "word": " في", "probability": 0.873046875}, {"start": 2894.82, "end": 2895.08, "word": " بنك", "probability": 0.630859375}, {"start": 2895.08, "end": 2896.16, "word": " أو", "probability": 0.60986328125}, {"start": 2896.16, "end": 2896.6, "word": " مدير", "probability": 0.9851888020833334}, {"start": 2896.6, "end": 2896.92, "word": " خط", "probability": 0.938232421875}, {"start": 2896.92, "end": 2897.32, "word": " إنتاج", "probability": 0.93408203125}, {"start": 2897.32, "end": 2897.54, "word": " طبعا", "probability": 0.88623046875}, {"start": 2897.54, "end": 2897.62, "word": " يا", "probability": 0.8291015625}, {"start": 2897.62, "end": 2897.8, "word": " أخوات", "probability": 0.874755859375}, {"start": 2897.8, "end": 2897.92, "word": " هذه", "probability": 0.56787109375}, {"start": 2897.92, "end": 2898.34, "word": " بتختلف", "probability": 0.9327799479166666}, {"start": 2898.34, "end": 2898.44, "word": " من", "probability": 0.9794921875}, {"start": 2898.44, "end": 2898.82, "word": " مؤسسة", "probability": 0.9892578125}, {"start": 2898.82, "end": 2899.74, "word": " لأخرى", "probability": 0.9036865234375}, {"start": 2899.74, "end": 2900.5, "word": " بتختلف", "probability": 0.896484375}, {"start": 2900.5, "end": 2900.6, "word": " من", "probability": 0.97705078125}, {"start": 2900.6, "end": 2901.24, "word": " مؤسسة", "probability": 0.997265625}, {"start": 2901.24, "end": 2902.32, "word": " لأخرى", "probability": 0.878173828125}, {"start": 2902.32, "end": 2902.86, "word": " خلنا", "probability": 0.6112467447916666}, {"start": 2902.86, "end": 2903.12, "word": " نشوف", "probability": 0.9977213541666666}, {"start": 2903.12, "end": 2904.06, "word": " كيف", "probability": 0.973388671875}, {"start": 2904.06, "end": 2909.24, "word": " ممكن", "probability": 0.95703125}, {"start": 2909.24, "end": 2909.58, "word": " نشرح", "probability": 0.9903971354166666}, {"start": 2909.58, "end": 2909.68, "word": " عن", "probability": 0.5439453125}, {"start": 2909.68, "end": 2909.84, "word": " نفس", "probability": 0.990966796875}, {"start": 2909.84, "end": 2910.12, "word": " الرسم", "probability": 0.842041015625}, {"start": 2910.12, "end": 2910.28, "word": " اللي", "probability": 0.726318359375}, {"start": 2910.28, "end": 2910.44, "word": " قلته", "probability": 0.6697591145833334}], "temperature": 1.0}, {"id": 107, "seek": 294793, "start": 2919.59, "end": 2947.93, "text": "خودي بالك الآن الإدارة العليا بتعطل الإدارة الوسطى قرارات decision أوامر تعليمات اعمل سوي روح تعال ليش متأخر الإدارة الوسطى نفس الشغلة لذا كل واحد بيعطل اللي تحت إيده قرارات أوامر تعليمات واضح؟ من أعلى إلى أسفل العكس تقارير توصيات", "tokens": [9778, 2407, 16254, 20666, 4117, 6024, 48506, 33688, 3215, 9640, 3660, 18863, 20292, 995, 39894, 3615, 9566, 1211, 33688, 3215, 9640, 3660, 2423, 41779, 9566, 7578, 12174, 2288, 9640, 9307, 3537, 34051, 10943, 2288, 37279, 20292, 2304, 9307, 1975, 25957, 1211, 8608, 45865, 12602, 2407, 5016, 37279, 6027, 32239, 8592, 44650, 10721, 34740, 33688, 3215, 9640, 3660, 2423, 41779, 9566, 7578, 8717, 36178, 25124, 17082, 37977, 5296, 15730, 28242, 36764, 24401, 4724, 40228, 9566, 1211, 13672, 1829, 6055, 33753, 11933, 25708, 3224, 12174, 2288, 9640, 9307, 34051, 10943, 2288, 37279, 20292, 2304, 9307, 4032, 46958, 5016, 22807, 9154, 5551, 3615, 23942, 30731, 5551, 3794, 5172, 1211, 18863, 4117, 3794, 6055, 4587, 9640, 13546, 33427, 9381, 1829, 9307], "avg_logprob": -0.14406780279793982, "compression_ratio": 1.9389671361502347, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2919.59, "end": 2919.91, "word": "خودي", "probability": 0.6653645833333334}, {"start": 2919.91, "end": 2920.25, "word": " بالك", "probability": 0.982421875}, {"start": 2920.25, "end": 2920.53, "word": " الآن", "probability": 0.5771484375}, {"start": 2920.53, "end": 2921.01, "word": " الإدارة", "probability": 0.989501953125}, {"start": 2921.01, "end": 2921.57, "word": " العليا", "probability": 0.820556640625}, {"start": 2921.57, "end": 2922.41, "word": " بتعطل", "probability": 0.883056640625}, {"start": 2922.41, "end": 2922.77, "word": " الإدارة", "probability": 0.935546875}, {"start": 2922.77, "end": 2923.29, "word": " الوسطى", "probability": 0.9613037109375}, {"start": 2923.29, "end": 2924.21, "word": " قرارات", "probability": 0.9857177734375}, {"start": 2924.21, "end": 2925.37, "word": " decision", "probability": 0.71533203125}, {"start": 2925.37, "end": 2926.95, "word": " أوامر", "probability": 0.9392903645833334}, {"start": 2926.95, "end": 2928.91, "word": " تعليمات", "probability": 0.97265625}, {"start": 2928.91, "end": 2930.65, "word": " اعمل", "probability": 0.7936197916666666}, {"start": 2930.65, "end": 2930.95, "word": " سوي", "probability": 0.80322265625}, {"start": 2930.95, "end": 2931.21, "word": " روح", "probability": 0.7848307291666666}, {"start": 2931.21, "end": 2931.57, "word": " تعال", "probability": 0.978759765625}, {"start": 2931.57, "end": 2931.91, "word": " ليش", "probability": 0.7298583984375}, {"start": 2931.91, "end": 2932.45, "word": " متأخر", "probability": 0.984375}, {"start": 2932.45, "end": 2933.33, "word": " الإدارة", "probability": 0.978515625}, {"start": 2933.33, "end": 2933.59, "word": " الوسطى", "probability": 0.9649658203125}, {"start": 2933.59, "end": 2933.81, "word": " نفس", "probability": 0.991943359375}, {"start": 2933.81, "end": 2934.95, "word": " الشغلة", "probability": 0.7113037109375}, {"start": 2934.95, "end": 2935.63, "word": " لذا", "probability": 0.5233154296875}, {"start": 2935.63, "end": 2935.91, "word": " كل", "probability": 0.87060546875}, {"start": 2935.91, "end": 2936.21, "word": " واحد", "probability": 0.9873046875}, {"start": 2936.21, "end": 2936.63, "word": " بيعطل", "probability": 0.72149658203125}, {"start": 2936.63, "end": 2936.77, "word": " اللي", "probability": 0.79345703125}, {"start": 2936.77, "end": 2937.01, "word": " تحت", "probability": 0.99072265625}, {"start": 2937.01, "end": 2937.37, "word": " إيده", "probability": 0.8125813802083334}, {"start": 2937.37, "end": 2937.91, "word": " قرارات", "probability": 0.9796142578125}, {"start": 2937.91, "end": 2938.21, "word": " أوامر", "probability": 0.9925130208333334}, {"start": 2938.21, "end": 2938.83, "word": " تعليمات", "probability": 0.984619140625}, {"start": 2938.83, "end": 2940.57, "word": " واضح؟", "probability": 0.90625}, {"start": 2940.57, "end": 2940.91, "word": " من", "probability": 0.978515625}, {"start": 2940.91, "end": 2941.25, "word": " أعلى", "probability": 0.9723307291666666}, {"start": 2941.25, "end": 2941.47, "word": " إلى", "probability": 0.935546875}, {"start": 2941.47, "end": 2942.37, "word": " أسفل", "probability": 0.9951171875}, {"start": 2942.37, "end": 2943.49, "word": " العكس", "probability": 0.9358723958333334}, {"start": 2943.49, "end": 2945.45, "word": " تقارير", "probability": 0.9571533203125}, {"start": 2945.45, "end": 2947.93, "word": " توصيات", "probability": 0.9471435546875}], "temperature": 1.0}, {"id": 108, "seek": 297816, "start": 2950.92, "end": 2978.16, "text": "تقارير و توصيات إذا من أعلى لأسفل قرارات و أوامر تعليمات من أسفل لعلى تقارير و توصيات واضح ولا عيدها إذا المحمود رئيس الدولة باعتقارات لكن محدثش باعتقارات ليش؟ لأن هو رئيس الدولة", "tokens": [2655, 4587, 9640, 13546, 4032, 33427, 9381, 1829, 9307, 11933, 15730, 9154, 5551, 3615, 23942, 5296, 10721, 3794, 5172, 1211, 12174, 2288, 9640, 9307, 4032, 34051, 10943, 2288, 37279, 20292, 2304, 9307, 9154, 5551, 3794, 5172, 1211, 5296, 3615, 23942, 6055, 4587, 9640, 13546, 4032, 33427, 9381, 1829, 9307, 4032, 46958, 5016, 49429, 6225, 25708, 11296, 11933, 15730, 9673, 35571, 23328, 12602, 19986, 1829, 3794, 32748, 12610, 3660, 4724, 995, 34268, 4587, 9640, 9307, 44381, 3714, 24401, 12984, 8592, 4724, 995, 34268, 4587, 9640, 9307, 32239, 8592, 22807, 5296, 33456, 31439, 12602, 19986, 1829, 3794, 32748, 12610, 3660], "avg_logprob": -0.14157196488043275, "compression_ratio": 2.0, "no_speech_prob": 0.0, "words": [{"start": 2950.9199999999996, "end": 2951.72, "word": "تقارير", "probability": 0.9803466796875}, {"start": 2951.72, "end": 2952.52, "word": " و", "probability": 0.334716796875}, {"start": 2952.52, "end": 2953.02, "word": " توصيات", "probability": 0.8607177734375}, {"start": 2953.02, "end": 2959.1, "word": " إذا", "probability": 0.6123046875}, {"start": 2959.1, "end": 2959.26, "word": " من", "probability": 0.80029296875}, {"start": 2959.26, "end": 2959.5, "word": " أعلى", "probability": 0.9632161458333334}, {"start": 2959.5, "end": 2959.96, "word": " لأسفل", "probability": 0.94443359375}, {"start": 2959.96, "end": 2960.52, "word": " قرارات", "probability": 0.9139404296875}, {"start": 2960.52, "end": 2960.58, "word": " و", "probability": 0.6015625}, {"start": 2960.58, "end": 2960.82, "word": " أوامر", "probability": 0.8961588541666666}, {"start": 2960.82, "end": 2961.46, "word": " تعليمات", "probability": 0.97705078125}, {"start": 2961.46, "end": 2962.84, "word": " من", "probability": 0.76220703125}, {"start": 2962.84, "end": 2963.18, "word": " أسفل", "probability": 0.9942626953125}, {"start": 2963.18, "end": 2963.46, "word": " لعلى", "probability": 0.6761881510416666}, {"start": 2963.46, "end": 2963.8, "word": " تقارير", "probability": 0.989013671875}, {"start": 2963.8, "end": 2963.88, "word": " و", "probability": 0.896484375}, {"start": 2963.88, "end": 2964.32, "word": " توصيات", "probability": 0.9837646484375}, {"start": 2964.32, "end": 2967.62, "word": " واضح", "probability": 0.9441731770833334}, {"start": 2967.62, "end": 2968.52, "word": " ولا", "probability": 0.3876953125}, {"start": 2968.52, "end": 2968.96, "word": " عيدها", "probability": 0.9099934895833334}, {"start": 2968.96, "end": 2974.18, "word": " إذا", "probability": 0.711181640625}, {"start": 2974.18, "end": 2974.58, "word": " المحمود", "probability": 0.7984212239583334}, {"start": 2974.58, "end": 2974.9, "word": " رئيس", "probability": 0.987548828125}, {"start": 2974.9, "end": 2975.3, "word": " الدولة", "probability": 0.9920247395833334}, {"start": 2975.3, "end": 2976.08, "word": " باعتقارات", "probability": 0.904541015625}, {"start": 2976.08, "end": 2976.28, "word": " لكن", "probability": 0.9375}, {"start": 2976.28, "end": 2976.58, "word": " محدثش", "probability": 0.67877197265625}, {"start": 2976.58, "end": 2977.22, "word": " باعتقارات", "probability": 0.9798177083333334}, {"start": 2977.22, "end": 2977.46, "word": " ليش؟", "probability": 0.71923828125}, {"start": 2977.46, "end": 2977.56, "word": " لأن", "probability": 0.905517578125}, {"start": 2977.56, "end": 2977.64, "word": " هو", "probability": 0.6923828125}, {"start": 2977.64, "end": 2977.82, "word": " رئيس", "probability": 0.9912109375}, {"start": 2977.82, "end": 2978.16, "word": " الدولة", "probability": 0.9967447916666666}], "temperature": 1.0}, {"id": 109, "seek": 300588, "start": 2982.1, "end": 3005.88, "text": "عشان هيكسميها مستويات لو بدك تسافر سريعا من شغلها، بتتصلي على المدير، بتسأليه لكن مابتقول للمدير إيش متأخر اليوم، تعال هنا، ده مابطلع الكيش إلا إن ده كنت مديرته، ده كنت إيش مديرته أيه ما أفضل مثلا السؤال لأخت سميرة، بتحب يكون رئيس سبعك في الشغل سيدة ولا راجل؟", "tokens": [3615, 8592, 7649, 39896, 4117, 38251, 1829, 11296, 3714, 14851, 45865, 9307, 45164, 47525, 4117, 6055, 3794, 31845, 2288, 8608, 16572, 3615, 995, 9154, 13412, 17082, 1211, 11296, 12399, 39894, 2655, 36520, 1829, 15844, 9673, 3215, 13546, 12399, 39894, 3794, 10721, 20292, 3224, 44381, 19446, 3555, 2655, 39648, 5296, 19528, 3215, 13546, 11933, 1829, 8592, 44650, 10721, 34740, 45595, 20498, 12399, 37279, 6027, 34105, 12399, 11778, 3224, 19446, 3555, 9566, 1211, 3615, 33251, 1829, 8592, 11933, 15040, 36145, 11778, 3224, 9122, 29399, 3714, 3215, 13546, 47395, 12399, 11778, 3224, 9122, 29399, 11933, 1829, 8592, 3714, 3215, 13546, 47395, 36632, 3224, 19446, 5551, 5172, 11242, 1211, 50113, 15040, 21136, 33604, 6027, 5296, 10721, 46456, 8608, 2304, 48923, 12399, 39894, 5016, 3555, 7251, 30544, 12602, 19986, 1829, 3794, 8608, 3555, 3615, 4117, 8978, 25124, 17082, 1211, 8608, 25708, 3660, 49429, 12602, 26108, 1211, 22807], "avg_logprob": -0.24694056027419084, "compression_ratio": 1.8650793650793651, "no_speech_prob": 0.0, "words": [{"start": 2982.1, "end": 2982.46, "word": "عشان", "probability": 0.974609375}, {"start": 2982.46, "end": 2982.88, "word": " هيكسميها", "probability": 0.62578125}, {"start": 2982.88, "end": 2983.54, "word": " مستويات", "probability": 0.9761962890625}, {"start": 2983.54, "end": 2988.14, "word": " لو", "probability": 0.70947265625}, {"start": 2988.14, "end": 2988.42, "word": " بدك", "probability": 0.9482421875}, {"start": 2988.42, "end": 2988.84, "word": " تسافر", "probability": 0.9530029296875}, {"start": 2988.84, "end": 2989.24, "word": " سريعا", "probability": 0.783203125}, {"start": 2989.24, "end": 2989.38, "word": " من", "probability": 0.861328125}, {"start": 2989.38, "end": 2989.78, "word": " شغلها،", "probability": 0.669970703125}, {"start": 2989.78, "end": 2990.2, "word": " بتتصلي", "probability": 0.8516845703125}, {"start": 2990.2, "end": 2990.32, "word": " على", "probability": 0.75830078125}, {"start": 2990.32, "end": 2990.82, "word": " المدير،", "probability": 0.85809326171875}, {"start": 2990.82, "end": 2991.5, "word": " بتسأليه", "probability": 0.82646484375}, {"start": 2991.5, "end": 2993.28, "word": " لكن", "probability": 0.5146484375}, {"start": 2993.28, "end": 2993.78, "word": " مابتقول", "probability": 0.76434326171875}, {"start": 2993.78, "end": 2994.16, "word": " للمدير", "probability": 0.79022216796875}, {"start": 2994.16, "end": 2994.3, "word": " إيش", "probability": 0.7215983072916666}, {"start": 2994.3, "end": 2994.68, "word": " متأخر", "probability": 0.7565104166666666}, {"start": 2994.68, "end": 2994.92, "word": " اليوم،", "probability": 0.7667643229166666}, {"start": 2994.92, "end": 2995.14, "word": " تعال", "probability": 0.985107421875}, {"start": 2995.14, "end": 2995.54, "word": " هنا،", "probability": 0.8369140625}, {"start": 2995.54, "end": 2995.66, "word": " ده", "probability": 0.567138671875}, {"start": 2995.66, "end": 2995.94, "word": " مابطلع", "probability": 0.8453125}, {"start": 2995.94, "end": 2996.32, "word": " الكيش", "probability": 0.7639973958333334}, {"start": 2996.32, "end": 2996.8, "word": " إلا", "probability": 0.818603515625}, {"start": 2996.8, "end": 2997.02, "word": " إن", "probability": 0.2802734375}, {"start": 2997.02, "end": 2997.12, "word": " ده", "probability": 0.6353759765625}, {"start": 2997.12, "end": 2997.3, "word": " كنت", "probability": 0.973876953125}, {"start": 2997.3, "end": 2998.1, "word": " مديرته،", "probability": 0.92666015625}, {"start": 2998.1, "end": 2998.24, "word": " ده", "probability": 0.788330078125}, {"start": 2998.24, "end": 2998.48, "word": " كنت", "probability": 0.979736328125}, {"start": 2998.48, "end": 2998.82, "word": " إيش", "probability": 0.8406575520833334}, {"start": 2998.82, "end": 3000.0, "word": " مديرته", "probability": 0.7115478515625}, {"start": 3000.0, "end": 3000.74, "word": " أيه", "probability": 0.527099609375}, {"start": 3000.74, "end": 3000.84, "word": " ما", "probability": 0.385986328125}, {"start": 3000.84, "end": 3001.24, "word": " أفضل", "probability": 0.9560546875}, {"start": 3001.24, "end": 3001.56, "word": " مثلا", "probability": 0.93994140625}, {"start": 3001.56, "end": 3002.06, "word": " السؤال", "probability": 0.89501953125}, {"start": 3002.06, "end": 3002.44, "word": " لأخت", "probability": 0.7958984375}, {"start": 3002.44, "end": 3003.16, "word": " سميرة،", "probability": 0.617919921875}, {"start": 3003.16, "end": 3003.5, "word": " بتحب", "probability": 0.8427734375}, {"start": 3003.5, "end": 3003.8, "word": " يكون", "probability": 0.983154296875}, {"start": 3003.8, "end": 3004.24, "word": " رئيس", "probability": 0.91796875}, {"start": 3004.24, "end": 3004.52, "word": " سبعك", "probability": 0.902099609375}, {"start": 3004.52, "end": 3004.64, "word": " في", "probability": 0.9873046875}, {"start": 3004.64, "end": 3004.9, "word": " الشغل", "probability": 0.9873046875}, {"start": 3004.9, "end": 3005.22, "word": " سيدة", "probability": 0.82861328125}, {"start": 3005.22, "end": 3005.32, "word": " ولا", "probability": 0.78076171875}, {"start": 3005.32, "end": 3005.88, "word": " راجل؟", "probability": 0.9791259765625}], "temperature": 1.0}, {"id": 110, "seek": 303425, "start": 3012.05, "end": 3034.25, "text": "أي واحد منهم، طالما أننا نتفتع، نتفتع بالقيادة والتفاهم. الأخت سحر. يعني هو على طبيعة الغرقة، بتحبش يكون الغرقة يكون .. ممتاز. في دراسات نفسية بتثبت أن الست بتحبش يكون مديرتها ست، صحيح. هنا، هنا.", "tokens": [10721, 1829, 36764, 24401, 9154, 16095, 12399, 23032, 6027, 15042, 14739, 8315, 8717, 2655, 5172, 2655, 3615, 12399, 8717, 2655, 5172, 2655, 3615, 20666, 4587, 25528, 41891, 16070, 2655, 5172, 995, 16095, 13, 16247, 46456, 8608, 5016, 2288, 13, 37495, 22653, 31439, 15844, 23032, 21292, 27884, 6024, 118, 2288, 28671, 12399, 39894, 5016, 3555, 8592, 7251, 30544, 6024, 118, 2288, 28671, 7251, 30544, 4386, 3714, 2304, 2655, 31377, 13, 8978, 11778, 23557, 3794, 9307, 8717, 36178, 10632, 39894, 12984, 3555, 2655, 14739, 21136, 2655, 39894, 5016, 3555, 8592, 7251, 30544, 3714, 3215, 13546, 2655, 11296, 8608, 2655, 12399, 20328, 5016, 1829, 5016, 13, 34105, 12399, 34105, 13], "avg_logprob": -0.3434606553227813, "compression_ratio": 1.780612244897959, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 3012.0499999999997, "end": 3012.93, "word": "أي", "probability": 0.40679931640625}, {"start": 3012.93, "end": 3013.21, "word": " واحد", "probability": 0.983154296875}, {"start": 3013.21, "end": 3013.61, "word": " منهم،", "probability": 0.702392578125}, {"start": 3013.61, "end": 3014.07, "word": " طالما", "probability": 0.786865234375}, {"start": 3014.07, "end": 3014.23, "word": " أننا", "probability": 0.338134765625}, {"start": 3014.23, "end": 3014.75, "word": " نتفتع،", "probability": 0.6680501302083334}, {"start": 3014.75, "end": 3015.33, "word": " نتفتع", "probability": 0.848828125}, {"start": 3015.33, "end": 3016.41, "word": " بالقيادة", "probability": 0.578521728515625}, {"start": 3016.41, "end": 3018.77, "word": " والتفاهم.", "probability": 0.484765625}, {"start": 3019.43, "end": 3020.31, "word": " الأخت", "probability": 0.365234375}, {"start": 3020.31, "end": 3020.71, "word": " سحر.", "probability": 0.6429850260416666}, {"start": 3022.73, "end": 3023.61, "word": " يعني", "probability": 0.7293701171875}, {"start": 3023.61, "end": 3023.77, "word": " هو", "probability": 0.9111328125}, {"start": 3023.77, "end": 3023.91, "word": " على", "probability": 0.2998046875}, {"start": 3023.91, "end": 3024.21, "word": " طبيعة", "probability": 0.94873046875}, {"start": 3024.21, "end": 3024.77, "word": " الغرقة،", "probability": 0.870703125}, {"start": 3024.77, "end": 3025.09, "word": " بتحبش", "probability": 0.920166015625}, {"start": 3025.09, "end": 3025.39, "word": " يكون", "probability": 0.989990234375}, {"start": 3025.39, "end": 3026.25, "word": " الغرقة", "probability": 0.84051513671875}, {"start": 3026.25, "end": 3026.51, "word": " يكون", "probability": 0.73486328125}, {"start": 3026.51, "end": 3026.57, "word": " ..", "probability": 0.11895751953125}, {"start": 3026.57, "end": 3027.11, "word": " ممتاز.", "probability": 0.85394287109375}, {"start": 3027.35, "end": 3027.51, "word": " في", "probability": 0.8974609375}, {"start": 3027.51, "end": 3027.95, "word": " دراسات", "probability": 0.96875}, {"start": 3027.95, "end": 3028.39, "word": " نفسية", "probability": 0.9972330729166666}, {"start": 3028.39, "end": 3028.83, "word": " بتثبت", "probability": 0.9024658203125}, {"start": 3028.83, "end": 3028.95, "word": " أن", "probability": 0.72705078125}, {"start": 3028.95, "end": 3029.25, "word": " الست", "probability": 0.728515625}, {"start": 3029.25, "end": 3031.25, "word": " بتحبش", "probability": 0.9324951171875}, {"start": 3031.25, "end": 3031.49, "word": " يكون", "probability": 0.97607421875}, {"start": 3031.49, "end": 3031.93, "word": " مديرتها", "probability": 0.94404296875}, {"start": 3031.93, "end": 3032.29, "word": " ست،", "probability": 0.7470703125}, {"start": 3032.29, "end": 3032.77, "word": " صحيح.", "probability": 0.9862060546875}, {"start": 3033.51, "end": 3034.03, "word": " هنا،", "probability": 0.833251953125}, {"start": 3034.03, "end": 3034.25, "word": " هنا.", "probability": 0.98779296875}], "temperature": 1.0}, {"id": 111, "seek": 306369, "start": 3042.45, "end": 3063.69, "text": "النفسية النبتع أكتر مع مدير يكون راجل ومدير يتعامل ولكن مجرد مش هتفرج يعني يجب أن يتعامل معاه سواء كان راجل أو ساتر ما هو لما يكون المفروض عليكي انت تتعامل معاه سواء كده ولا كده لكن لما يخيروكي هم الدراسات النفسية بتدبط أن الست بتحب يقول مديرها راجل مش ست", "tokens": [6027, 1863, 36178, 10632, 28239, 3555, 2655, 3615, 5551, 4117, 2655, 2288, 20449, 3714, 3215, 13546, 7251, 30544, 12602, 26108, 1211, 4032, 2304, 3215, 13546, 7251, 2655, 3615, 10943, 1211, 35525, 19452, 3714, 7435, 2288, 3215, 37893, 8032, 2655, 5172, 47341, 37495, 22653, 7251, 7435, 3555, 14739, 7251, 2655, 3615, 10943, 1211, 20449, 40294, 8608, 2407, 16606, 25961, 12602, 26108, 1211, 34051, 8608, 9307, 2288, 19446, 31439, 5296, 15042, 7251, 30544, 9673, 5172, 32887, 11242, 25894, 4117, 1829, 16472, 2655, 6055, 2655, 3615, 10943, 1211, 20449, 40294, 8608, 2407, 16606, 9122, 3215, 3224, 49429, 9122, 3215, 3224, 44381, 5296, 15042, 7251, 9778, 13546, 2407, 4117, 1829, 8032, 2304, 32748, 23557, 3794, 9307, 28239, 36178, 10632, 39894, 3215, 3555, 9566, 14739, 21136, 2655, 39894, 5016, 3555, 7251, 39648, 3714, 3215, 13546, 11296, 12602, 26108, 1211, 37893, 8608, 2655], "avg_logprob": -0.3156702855358953, "compression_ratio": 2.149532710280374, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 3042.4500000000003, "end": 3043.01, "word": "النفسية", "probability": 0.6007843017578125}, {"start": 3043.01, "end": 3043.45, "word": " النبتع", "probability": 0.53033447265625}, {"start": 3043.45, "end": 3043.95, "word": " أكتر", "probability": 0.9364013671875}, {"start": 3043.95, "end": 3044.21, "word": " مع", "probability": 0.2117919921875}, {"start": 3044.21, "end": 3044.55, "word": " مدير", "probability": 0.6627604166666666}, {"start": 3044.55, "end": 3044.85, "word": " يكون", "probability": 0.6683349609375}, {"start": 3044.85, "end": 3045.21, "word": " راجل", "probability": 0.94970703125}, {"start": 3045.21, "end": 3045.43, "word": " ومدير", "probability": 0.838134765625}, {"start": 3045.43, "end": 3045.95, "word": " يتعامل", "probability": 0.523583984375}, {"start": 3045.95, "end": 3047.03, "word": " ولكن", "probability": 0.61822509765625}, {"start": 3047.03, "end": 3048.09, "word": " مجرد", "probability": 0.6651611328125}, {"start": 3048.09, "end": 3048.25, "word": " مش", "probability": 0.72412109375}, {"start": 3048.25, "end": 3048.63, "word": " هتفرج", "probability": 0.6724853515625}, {"start": 3048.63, "end": 3048.83, "word": " يعني", "probability": 0.865478515625}, {"start": 3048.83, "end": 3049.09, "word": " يجب", "probability": 0.71826171875}, {"start": 3049.09, "end": 3049.25, "word": " أن", "probability": 0.443603515625}, {"start": 3049.25, "end": 3049.47, "word": " يتعامل", "probability": 0.89482421875}, {"start": 3049.47, "end": 3049.73, "word": " معاه", "probability": 0.969970703125}, {"start": 3049.73, "end": 3049.89, "word": " سواء", "probability": 0.65673828125}, {"start": 3049.89, "end": 3050.07, "word": " كان", "probability": 0.97021484375}, {"start": 3050.07, "end": 3050.37, "word": " راجل", "probability": 0.9866536458333334}, {"start": 3050.37, "end": 3050.53, "word": " أو", "probability": 0.67236328125}, {"start": 3050.53, "end": 3050.79, "word": " ساتر", "probability": 0.692626953125}, {"start": 3050.79, "end": 3050.93, "word": " ما", "probability": 0.2279052734375}, {"start": 3050.93, "end": 3051.05, "word": " هو", "probability": 0.88720703125}, {"start": 3051.05, "end": 3051.21, "word": " لما", "probability": 0.875732421875}, {"start": 3051.21, "end": 3051.39, "word": " يكون", "probability": 0.772216796875}, {"start": 3051.39, "end": 3051.81, "word": " المفروض", "probability": 0.980224609375}, {"start": 3051.81, "end": 3052.29, "word": " عليكي", "probability": 0.7620442708333334}, {"start": 3052.29, "end": 3052.47, "word": " انت", "probability": 0.5531005859375}, {"start": 3052.47, "end": 3052.93, "word": " تتعامل", "probability": 0.9046875}, {"start": 3052.93, "end": 3053.23, "word": " معاه", "probability": 0.985595703125}, {"start": 3053.23, "end": 3053.47, "word": " سواء", "probability": 0.9734700520833334}, {"start": 3053.47, "end": 3053.67, "word": " كده", "probability": 0.91015625}, {"start": 3053.67, "end": 3053.83, "word": " ولا", "probability": 0.68212890625}, {"start": 3053.83, "end": 3054.17, "word": " كده", "probability": 0.9933268229166666}, {"start": 3054.17, "end": 3054.71, "word": " لكن", "probability": 0.72998046875}, {"start": 3054.71, "end": 3054.91, "word": " لما", "probability": 0.965087890625}, {"start": 3054.91, "end": 3055.83, "word": " يخيروكي", "probability": 0.941650390625}, {"start": 3055.83, "end": 3060.41, "word": " هم", "probability": 0.4903564453125}, {"start": 3060.41, "end": 3060.93, "word": " الدراسات", "probability": 0.976318359375}, {"start": 3060.93, "end": 3061.29, "word": " النفسية", "probability": 0.98046875}, {"start": 3061.29, "end": 3061.61, "word": " بتدبط", "probability": 0.6485595703125}, {"start": 3061.61, "end": 3061.73, "word": " أن", "probability": 0.391845703125}, {"start": 3061.73, "end": 3061.97, "word": " الست", "probability": 0.538818359375}, {"start": 3061.97, "end": 3062.33, "word": " بتحب", "probability": 0.9695638020833334}, {"start": 3062.33, "end": 3062.53, "word": " يقول", "probability": 0.763427734375}, {"start": 3062.53, "end": 3062.91, "word": " مديرها", "probability": 0.96142578125}, {"start": 3062.91, "end": 3063.21, "word": " راجل", "probability": 0.9928385416666666}, {"start": 3063.21, "end": 3063.41, "word": " مش", "probability": 0.76025390625}, {"start": 3063.41, "end": 3063.69, "word": " ست", "probability": 0.9599609375}], "temperature": 1.0}, {"id": 112, "seek": 309244, "start": 3065.54, "end": 3092.44, "text": "لأ، أن الستات بتنمردوا على بعض ‏- صحيح ‏- يعني ممكن الراجل يتعاطف معاك ‏- حرم، يعني عندها ظروف ‏- الست لأ ‏- نعم، ندر، ندر ‏- بتحطك في رسم ‏- نعم، ندر، ندر، ندر ‏- رسمي ‏- رسمي ‏- بس ليه جدا، لأن هذا مريض ‏- أه ‏- للموظف أو للمدارى يعني ‏- ممتاز ‏- هل دراستك علمية، علمية على فكرة ‏- أه ‏- اللي أقول إن المدير هو الشخص اللي", "tokens": [1211, 10721, 12399, 14739, 21136, 2655, 9307, 39894, 1863, 29973, 3215, 14407, 15844, 45030, 11242, 1059, 237, 12, 20328, 5016, 1829, 5016, 1059, 237, 12, 37495, 22653, 3714, 43020, 34892, 26108, 1211, 7251, 2655, 3615, 41193, 5172, 20449, 995, 4117, 1059, 237, 12, 11331, 2288, 2304, 12399, 37495, 22653, 43242, 11296, 1357, 116, 32887, 5172, 1059, 237, 12, 21136, 2655, 5296, 10721, 1059, 237, 12, 8717, 25957, 12399, 8717, 3215, 2288, 12399, 8717, 3215, 2288, 1059, 237, 12, 39894, 5016, 9566, 4117, 8978, 12602, 38251, 1059, 237, 12, 8717, 25957, 12399, 8717, 3215, 2288, 12399, 8717, 3215, 2288, 12399, 8717, 3215, 2288, 1059, 237, 12, 12602, 38251, 1829, 1059, 237, 12, 12602, 38251, 1829, 1059, 237, 12, 4724, 3794, 32239, 3224, 10874, 28259, 12399, 5296, 33456, 23758, 3714, 16572, 11242, 1059, 237, 12, 5551, 3224, 1059, 237, 12, 5296, 19528, 2407, 19913, 5172, 34051, 5296, 19528, 3215, 9640, 7578, 37495, 22653, 1059, 237, 12, 3714, 2304, 2655, 31377, 1059, 237, 12, 8032, 1211, 11778, 23557, 14851, 4117, 11203, 2304, 10632, 12399, 11203, 2304, 10632, 15844, 6156, 4117, 25720, 1059, 237, 12, 5551, 3224, 1059, 237, 12, 13672, 1829, 5551, 39648, 36145, 9673, 3215, 13546, 31439, 25124, 9778, 9381, 13672, 1829], "avg_logprob": -0.3129664048626648, "compression_ratio": 2.113970588235294, "no_speech_prob": 0.0, "words": [{"start": 3065.54, "end": 3066.06, "word": "لأ،", "probability": 0.81201171875}, {"start": 3066.06, "end": 3066.34, "word": " أن", "probability": 0.311767578125}, {"start": 3066.34, "end": 3066.72, "word": " الستات", "probability": 0.8753255208333334}, {"start": 3066.72, "end": 3067.32, "word": " بتنمردوا", "probability": 0.79423828125}, {"start": 3067.32, "end": 3067.4, "word": " على", "probability": 0.404541015625}, {"start": 3067.4, "end": 3067.68, "word": " بعض", "probability": 0.98046875}, {"start": 3067.68, "end": 3067.72, "word": " ‏", "probability": 0.491119384765625}, {"start": 3067.72, "end": 3067.72, "word": "-", "probability": 0.73828125}, {"start": 3067.72, "end": 3068.44, "word": " صحيح", "probability": 0.913330078125}, {"start": 3068.44, "end": 3068.54, "word": " ‏", "probability": 0.9296875}, {"start": 3068.54, "end": 3068.54, "word": "-", "probability": 0.79296875}, {"start": 3068.54, "end": 3068.78, "word": " يعني", "probability": 0.873779296875}, {"start": 3068.78, "end": 3068.98, "word": " ممكن", "probability": 0.943603515625}, {"start": 3068.98, "end": 3069.36, "word": " الراجل", "probability": 0.97802734375}, {"start": 3069.36, "end": 3069.78, "word": " يتعاطف", "probability": 0.98798828125}, {"start": 3069.78, "end": 3070.04, "word": " معاك", "probability": 0.9090169270833334}, {"start": 3070.04, "end": 3070.1, "word": " ‏", "probability": 0.859130859375}, {"start": 3070.1, "end": 3070.1, "word": "-", "probability": 0.8955078125}, {"start": 3070.1, "end": 3070.52, "word": " حرم،", "probability": 0.61492919921875}, {"start": 3070.52, "end": 3070.62, "word": " يعني", "probability": 0.85888671875}, {"start": 3070.62, "end": 3070.92, "word": " عندها", "probability": 0.88671875}, {"start": 3070.92, "end": 3071.08, "word": " ظروف", "probability": 0.81951904296875}, {"start": 3071.08, "end": 3071.16, "word": " ‏", "probability": 0.93212890625}, {"start": 3071.16, "end": 3071.16, "word": "-", "probability": 0.92626953125}, {"start": 3071.16, "end": 3071.48, "word": " الست", "probability": 0.50927734375}, {"start": 3071.48, "end": 3071.74, "word": " لأ", "probability": 0.8173828125}, {"start": 3071.74, "end": 3072.12, "word": " ‏", "probability": 0.98681640625}, {"start": 3072.12, "end": 3072.12, "word": "-", "probability": 0.9658203125}, {"start": 3072.12, "end": 3072.66, "word": " نعم،", "probability": 0.667236328125}, {"start": 3072.66, "end": 3073.04, "word": " ندر،", "probability": 0.52569580078125}, {"start": 3073.04, "end": 3073.34, "word": " ندر", "probability": 0.8387044270833334}, {"start": 3073.34, "end": 3074.08, "word": " ‏", "probability": 0.984619140625}, {"start": 3074.08, "end": 3074.08, "word": "-", "probability": 0.98095703125}, {"start": 3074.08, "end": 3074.52, "word": " بتحطك", "probability": 0.9161376953125}, {"start": 3074.52, "end": 3074.68, "word": " في", "probability": 0.9033203125}, {"start": 3074.68, "end": 3074.88, "word": " رسم", "probability": 0.743408203125}, {"start": 3074.88, "end": 3074.9, "word": " ‏", "probability": 0.976318359375}, {"start": 3074.9, "end": 3074.9, "word": "-", "probability": 0.92626953125}, {"start": 3074.9, "end": 3075.14, "word": " نعم،", "probability": 0.3729248046875}, {"start": 3075.14, "end": 3075.34, "word": " ندر،", "probability": 0.71923828125}, {"start": 3075.34, "end": 3075.56, "word": " ندر،", "probability": 0.7544097900390625}, {"start": 3075.56, "end": 3075.88, "word": " ندر", "probability": 0.9534505208333334}, {"start": 3075.88, "end": 3076.86, "word": " ‏", "probability": 0.901611328125}, {"start": 3076.86, "end": 3077.0, "word": "-", "probability": 0.97705078125}, {"start": 3077.0, "end": 3077.58, "word": " رسمي", "probability": 0.8484700520833334}, {"start": 3077.58, "end": 3077.66, "word": " ‏", "probability": 0.97509765625}, {"start": 3077.66, "end": 3077.66, "word": "-", "probability": 0.94921875}, {"start": 3077.66, "end": 3077.72, "word": " رسمي", "probability": 0.8707682291666666}, {"start": 3077.72, "end": 3077.72, "word": " ‏", "probability": 0.630615234375}, {"start": 3077.72, "end": 3077.72, "word": "-", "probability": 0.96142578125}, {"start": 3077.72, "end": 3077.88, "word": " بس", "probability": 0.62744140625}, {"start": 3077.88, "end": 3078.08, "word": " ليه", "probability": 0.622802734375}, {"start": 3078.08, "end": 3078.36, "word": " جدا،", "probability": 0.5694986979166666}, {"start": 3078.36, "end": 3078.48, "word": " لأن", "probability": 0.68212890625}, {"start": 3078.48, "end": 3078.7, "word": " هذا", "probability": 0.6904296875}, {"start": 3078.7, "end": 3079.08, "word": " مريض", "probability": 0.439697265625}, {"start": 3079.08, "end": 3079.4, "word": " ‏", "probability": 0.717041015625}, {"start": 3079.4, "end": 3079.4, "word": "-", "probability": 0.958984375}, {"start": 3079.4, "end": 3079.4, "word": " أه", "probability": 0.77490234375}, {"start": 3079.4, "end": 3079.4, "word": " ‏", "probability": 0.988037109375}, {"start": 3079.4, "end": 3079.4, "word": "-", "probability": 0.9794921875}, {"start": 3079.4, "end": 3080.04, "word": " للموظف", "probability": 0.6250244140625}, {"start": 3080.04, "end": 3080.22, "word": " أو", "probability": 0.98583984375}, {"start": 3080.22, "end": 3080.76, "word": " للمدارى", "probability": 0.61767578125}, {"start": 3080.76, "end": 3081.0, "word": " يعني", "probability": 0.83251953125}, {"start": 3081.0, "end": 3081.1, "word": " ‏", "probability": 0.971923828125}, {"start": 3081.1, "end": 3081.1, "word": "-", "probability": 0.97998046875}, {"start": 3081.1, "end": 3081.72, "word": " ممتاز", "probability": 0.974609375}, {"start": 3081.72, "end": 3081.74, "word": " ‏", "probability": 0.893798828125}, {"start": 3081.74, "end": 3081.74, "word": "-", "probability": 0.640625}, {"start": 3081.74, "end": 3082.76, "word": " هل", "probability": 0.6627197265625}, {"start": 3082.76, "end": 3083.12, "word": " دراستك", "probability": 0.732177734375}, {"start": 3083.12, "end": 3083.88, "word": " علمية،", "probability": 0.7982177734375}, {"start": 3083.88, "end": 3084.36, "word": " علمية", "probability": 0.9454752604166666}, {"start": 3084.36, "end": 3084.46, "word": " على", "probability": 0.6337890625}, {"start": 3084.46, "end": 3085.08, "word": " فكرة", "probability": 0.8193359375}, {"start": 3085.08, "end": 3085.38, "word": " ‏", "probability": 0.88720703125}, {"start": 3085.38, "end": 3085.38, "word": "-", "probability": 0.63623046875}, {"start": 3085.38, "end": 3085.5, "word": " أه", "probability": 0.5213623046875}, {"start": 3085.5, "end": 3087.12, "word": " ‏", "probability": 0.950439453125}, {"start": 3087.12, "end": 3090.38, "word": "-", "probability": 0.6845703125}, {"start": 3090.38, "end": 3090.56, "word": " اللي", "probability": 0.7393798828125}, {"start": 3090.56, "end": 3090.88, "word": " أقول", "probability": 0.38873291015625}, {"start": 3090.88, "end": 3091.02, "word": " إن", "probability": 0.19482421875}, {"start": 3091.02, "end": 3091.56, "word": " المدير", "probability": 0.9873046875}, {"start": 3091.56, "end": 3091.78, "word": " هو", "probability": 0.96484375}, {"start": 3091.78, "end": 3092.26, "word": " الشخص", "probability": 0.9949544270833334}, {"start": 3092.26, "end": 3092.44, "word": " اللي", "probability": 0.7109375}], "temperature": 1.0}, {"id": 113, "seek": 312074, "start": 3093.62, "end": 3120.74, "text": "ينجز الأعمال عن طريق الآخرين ما هي أدوار المدير؟ إما دور تفاعلي، ماشي أو دور معلوماتي أو دور اتخاذ قراراته شو معنى الدور التفاعلي؟ معاقود دقيقة للتفكير؟", "tokens": [9957, 7435, 11622, 16247, 25957, 6027, 18871, 23032, 16572, 4587, 6024, 95, 34740, 9957, 19446, 39896, 5551, 3215, 2407, 9640, 9673, 3215, 13546, 22807, 11933, 15042, 11778, 13063, 6055, 5172, 45761, 20292, 12399, 3714, 33599, 1829, 34051, 11778, 13063, 20449, 1211, 20498, 9307, 1829, 34051, 11778, 13063, 1975, 2655, 9778, 45636, 12174, 2288, 9640, 9307, 3224, 13412, 2407, 20449, 1863, 7578, 32748, 13063, 16712, 5172, 45761, 20292, 22807, 20449, 995, 4587, 23328, 11778, 38436, 28671, 24976, 2655, 5172, 4117, 13546, 22807], "avg_logprob": -0.14157773863251616, "compression_ratio": 1.8169934640522876, "no_speech_prob": 0.0, "words": [{"start": 3093.62, "end": 3094.24, "word": "ينجز", "probability": 0.8668619791666666}, {"start": 3094.24, "end": 3094.94, "word": " الأعمال", "probability": 0.9847005208333334}, {"start": 3094.94, "end": 3095.52, "word": " عن", "probability": 0.95703125}, {"start": 3095.52, "end": 3095.78, "word": " طريق", "probability": 0.9793294270833334}, {"start": 3095.78, "end": 3096.82, "word": " الآخرين", "probability": 0.7548828125}, {"start": 3096.82, "end": 3097.94, "word": " ما", "probability": 0.869140625}, {"start": 3097.94, "end": 3098.14, "word": " هي", "probability": 0.93408203125}, {"start": 3098.14, "end": 3098.58, "word": " أدوار", "probability": 0.9853515625}, {"start": 3098.58, "end": 3100.54, "word": " المدير؟", "probability": 0.9132080078125}, {"start": 3100.54, "end": 3102.54, "word": " إما", "probability": 0.853515625}, {"start": 3102.54, "end": 3102.78, "word": " دور", "probability": 0.989990234375}, {"start": 3102.78, "end": 3105.42, "word": " تفاعلي،", "probability": 0.753076171875}, {"start": 3105.42, "end": 3105.88, "word": " ماشي", "probability": 0.9207356770833334}, {"start": 3105.88, "end": 3107.54, "word": " أو", "probability": 0.83154296875}, {"start": 3107.54, "end": 3107.8, "word": " دور", "probability": 0.992431640625}, {"start": 3107.8, "end": 3108.68, "word": " معلوماتي", "probability": 0.96640625}, {"start": 3108.68, "end": 3109.4, "word": " أو", "probability": 0.7939453125}, {"start": 3109.4, "end": 3109.76, "word": " دور", "probability": 0.984130859375}, {"start": 3109.76, "end": 3112.6, "word": " اتخاذ", "probability": 0.80950927734375}, {"start": 3112.6, "end": 3113.94, "word": " قراراته", "probability": 0.789208984375}, {"start": 3113.94, "end": 3115.9, "word": " شو", "probability": 0.803466796875}, {"start": 3115.9, "end": 3116.36, "word": " معنى", "probability": 0.88427734375}, {"start": 3116.36, "end": 3116.88, "word": " الدور", "probability": 0.973388671875}, {"start": 3116.88, "end": 3118.78, "word": " التفاعلي؟", "probability": 0.92724609375}, {"start": 3118.78, "end": 3119.74, "word": " معاقود", "probability": 0.72003173828125}, {"start": 3119.74, "end": 3120.04, "word": " دقيقة", "probability": 0.9903971354166666}, {"start": 3120.04, "end": 3120.74, "word": " للتفكير؟", "probability": 0.9877115885416666}], "temperature": 1.0}, {"id": 114, "seek": 315882, "start": 3129.6, "end": 3158.82, "text": "التفاعل، إيش معنى التفاعل؟ تجاوز، يعني يتجاوز، يراجع .. مافيش .. ممتاز التفاعل هو التشارك مع الآخرين يتفاعل معاهم، مش يقعد ساكت إنه مش علاقة التفاعل اللي هو التشارك مع الآخرين ببساطة يا أخوات، فن التعامل هل هو فعال لما موظف يروحله بمشكلة؟", "tokens": [6027, 2655, 5172, 995, 30241, 12399, 11933, 1829, 8592, 20449, 1863, 7578, 16712, 5172, 995, 30241, 22807, 6055, 7435, 995, 2407, 11622, 12399, 37495, 22653, 7251, 2655, 7435, 995, 2407, 11622, 12399, 7251, 2288, 26108, 3615, 4386, 19446, 41185, 8592, 4386, 3714, 2304, 2655, 31377, 16712, 5172, 995, 30241, 31439, 16712, 8592, 9640, 4117, 20449, 6024, 95, 34740, 9957, 7251, 2655, 5172, 995, 30241, 20449, 995, 16095, 12399, 37893, 7251, 4587, 22488, 8608, 995, 4117, 2655, 36145, 3224, 37893, 11203, 995, 28671, 16712, 5172, 995, 30241, 13672, 1829, 31439, 16712, 8592, 9640, 4117, 20449, 6024, 95, 34740, 9957, 4724, 3555, 3794, 41193, 3660, 35186, 5551, 9778, 2407, 9307, 12399, 6156, 1863, 16712, 3615, 10943, 1211, 8032, 1211, 31439, 6156, 3615, 6027, 5296, 15042, 3714, 2407, 19913, 5172, 7251, 32887, 5016, 43761, 4724, 2304, 8592, 28820, 3660, 22807], "avg_logprob": -0.22758151839176813, "compression_ratio": 2.077294685990338, "no_speech_prob": 0.0, "words": [{"start": 3129.6, "end": 3130.26, "word": "التفاعل،", "probability": 0.808837890625}, {"start": 3130.26, "end": 3130.36, "word": " إيش", "probability": 0.691162109375}, {"start": 3130.36, "end": 3130.52, "word": " معنى", "probability": 0.7843424479166666}, {"start": 3130.52, "end": 3131.12, "word": " التفاعل؟", "probability": 0.91474609375}, {"start": 3131.12, "end": 3131.88, "word": " تجاوز،", "probability": 0.6854654947916666}, {"start": 3131.88, "end": 3132.34, "word": " يعني", "probability": 0.889404296875}, {"start": 3132.34, "end": 3133.14, "word": " يتجاوز،", "probability": 0.8025076729910714}, {"start": 3133.14, "end": 3134.12, "word": " يراجع", "probability": 0.697021484375}, {"start": 3134.12, "end": 3134.4, "word": " ..", "probability": 0.08648681640625}, {"start": 3134.4, "end": 3135.16, "word": " مافيش", "probability": 0.7841796875}, {"start": 3135.16, "end": 3136.0, "word": " ..", "probability": 0.564453125}, {"start": 3136.0, "end": 3136.44, "word": " ممتاز", "probability": 0.7977294921875}, {"start": 3136.44, "end": 3137.74, "word": " التفاعل", "probability": 0.8193359375}, {"start": 3137.74, "end": 3138.0, "word": " هو", "probability": 0.9716796875}, {"start": 3138.0, "end": 3139.46, "word": " التشارك", "probability": 0.986083984375}, {"start": 3139.46, "end": 3141.68, "word": " مع", "probability": 0.927734375}, {"start": 3141.68, "end": 3142.42, "word": " الآخرين", "probability": 0.9339599609375}, {"start": 3142.42, "end": 3145.76, "word": " يتفاعل", "probability": 0.9595703125}, {"start": 3145.76, "end": 3146.1, "word": " معاهم،", "probability": 0.88720703125}, {"start": 3146.1, "end": 3146.18, "word": " مش", "probability": 0.951171875}, {"start": 3146.18, "end": 3146.34, "word": " يقعد", "probability": 0.7236328125}, {"start": 3146.34, "end": 3146.62, "word": " ساكت", "probability": 0.53936767578125}, {"start": 3146.62, "end": 3146.8, "word": " إنه", "probability": 0.5020751953125}, {"start": 3146.8, "end": 3146.86, "word": " مش", "probability": 0.66259765625}, {"start": 3146.86, "end": 3147.32, "word": " علاقة", "probability": 0.9871419270833334}, {"start": 3147.32, "end": 3148.7, "word": " التفاعل", "probability": 0.962646484375}, {"start": 3148.7, "end": 3148.92, "word": " اللي", "probability": 0.81005859375}, {"start": 3148.92, "end": 3149.1, "word": " هو", "probability": 0.99462890625}, {"start": 3149.1, "end": 3149.62, "word": " التشارك", "probability": 0.9847412109375}, {"start": 3149.62, "end": 3149.78, "word": " مع", "probability": 0.99365234375}, {"start": 3149.78, "end": 3150.14, "word": " الآخرين", "probability": 0.986572265625}, {"start": 3150.14, "end": 3150.58, "word": " ببساطة", "probability": 0.93056640625}, {"start": 3150.58, "end": 3150.7, "word": " يا", "probability": 0.81640625}, {"start": 3150.7, "end": 3151.18, "word": " أخوات،", "probability": 0.829345703125}, {"start": 3151.18, "end": 3151.44, "word": " فن", "probability": 0.79248046875}, {"start": 3151.44, "end": 3152.76, "word": " التعامل", "probability": 0.9864501953125}, {"start": 3152.76, "end": 3156.72, "word": " هل", "probability": 0.9306640625}, {"start": 3156.72, "end": 3156.84, "word": " هو", "probability": 0.9970703125}, {"start": 3156.84, "end": 3157.26, "word": " فعال", "probability": 0.9685872395833334}, {"start": 3157.26, "end": 3157.42, "word": " لما", "probability": 0.79833984375}, {"start": 3157.42, "end": 3157.78, "word": " موظف", "probability": 0.826416015625}, {"start": 3157.78, "end": 3158.1, "word": " يروحله", "probability": 0.83697509765625}, {"start": 3158.1, "end": 3158.82, "word": " بمشكلة؟", "probability": 0.9794921875}], "temperature": 1.0}, {"id": 115, "seek": 318421, "start": 3159.71, "end": 3184.21, "text": "ولا مانوش دعوة هذه اسمها الأدوار التفاعلية النوع التاني الأدوار المعلوماتية من اسمها اللي هي ايش تقديم معلومات مش معقول مدير مش عارف ايش هدف المؤسسة ولا مش عارف ايش هتخبرها يعني الأدوار القرارية تخد القرار decision making إذا انت لو كنت مديرة في مؤسسة", "tokens": [12610, 995, 3714, 7649, 2407, 8592, 11778, 3615, 2407, 3660, 29538, 24525, 2304, 11296, 16247, 3215, 2407, 9640, 16712, 5172, 995, 30241, 10632, 28239, 45367, 16712, 7649, 1829, 16247, 3215, 2407, 9640, 9673, 30241, 20498, 9307, 10632, 9154, 24525, 2304, 11296, 13672, 1829, 39896, 1975, 1829, 8592, 6055, 4587, 16254, 2304, 20449, 1211, 20498, 9307, 37893, 20449, 39648, 3714, 3215, 13546, 37893, 6225, 9640, 5172, 1975, 1829, 8592, 8032, 3215, 5172, 9673, 33604, 3794, 3794, 3660, 49429, 37893, 6225, 9640, 5172, 1975, 1829, 8592, 8032, 2655, 9778, 26890, 11296, 37495, 22653, 16247, 3215, 2407, 9640, 25062, 2288, 9640, 10632, 6055, 9778, 3215, 25062, 2288, 9640, 3537, 1455, 11933, 15730, 16472, 2655, 45164, 9122, 29399, 3714, 3215, 48923, 8978, 3714, 33604, 3794, 3794, 3660], "avg_logprob": -0.18208165695109674, "compression_ratio": 2.104265402843602, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3159.71, "end": 3160.03, "word": "ولا", "probability": 0.614501953125}, {"start": 3160.03, "end": 3160.25, "word": " مانوش", "probability": 0.501861572265625}, {"start": 3160.25, "end": 3160.61, "word": " دعوة", "probability": 0.972900390625}, {"start": 3160.61, "end": 3161.17, "word": " هذه", "probability": 0.390625}, {"start": 3161.17, "end": 3161.61, "word": " اسمها", "probability": 0.95751953125}, {"start": 3161.61, "end": 3162.05, "word": " الأدوار", "probability": 0.98876953125}, {"start": 3162.05, "end": 3162.69, "word": " التفاعلية", "probability": 0.894921875}, {"start": 3162.69, "end": 3163.65, "word": " النوع", "probability": 0.7666015625}, {"start": 3163.65, "end": 3164.23, "word": " التاني", "probability": 0.84912109375}, {"start": 3164.23, "end": 3165.61, "word": " الأدوار", "probability": 0.9566650390625}, {"start": 3165.61, "end": 3166.11, "word": " المعلوماتية", "probability": 0.97578125}, {"start": 3166.11, "end": 3166.27, "word": " من", "probability": 0.92041015625}, {"start": 3166.27, "end": 3166.63, "word": " اسمها", "probability": 0.9013671875}, {"start": 3166.63, "end": 3166.69, "word": " اللي", "probability": 0.7130126953125}, {"start": 3166.69, "end": 3166.85, "word": " هي", "probability": 0.83203125}, {"start": 3166.85, "end": 3167.21, "word": " ايش", "probability": 0.77197265625}, {"start": 3167.21, "end": 3168.97, "word": " تقديم", "probability": 0.9349365234375}, {"start": 3168.97, "end": 3169.59, "word": " معلومات", "probability": 0.9366455078125}, {"start": 3169.59, "end": 3170.81, "word": " مش", "probability": 0.85205078125}, {"start": 3170.81, "end": 3171.05, "word": " معقول", "probability": 0.93310546875}, {"start": 3171.05, "end": 3171.29, "word": " مدير", "probability": 0.7923990885416666}, {"start": 3171.29, "end": 3171.43, "word": " مش", "probability": 0.98095703125}, {"start": 3171.43, "end": 3171.59, "word": " عارف", "probability": 0.9894205729166666}, {"start": 3171.59, "end": 3171.69, "word": " ايش", "probability": 0.7281901041666666}, {"start": 3171.69, "end": 3171.89, "word": " هدف", "probability": 0.7472330729166666}, {"start": 3171.89, "end": 3172.59, "word": " المؤسسة", "probability": 0.9853515625}, {"start": 3172.59, "end": 3173.91, "word": " ولا", "probability": 0.61962890625}, {"start": 3173.91, "end": 3174.05, "word": " مش", "probability": 0.982421875}, {"start": 3174.05, "end": 3174.21, "word": " عارف", "probability": 0.99658203125}, {"start": 3174.21, "end": 3174.33, "word": " ايش", "probability": 0.9111328125}, {"start": 3174.33, "end": 3174.87, "word": " هتخبرها", "probability": 0.680078125}, {"start": 3174.87, "end": 3175.83, "word": " يعني", "probability": 0.608642578125}, {"start": 3175.83, "end": 3176.71, "word": " الأدوار", "probability": 0.983642578125}, {"start": 3176.71, "end": 3177.13, "word": " القرارية", "probability": 0.80584716796875}, {"start": 3177.13, "end": 3177.51, "word": " تخد", "probability": 0.76953125}, {"start": 3177.51, "end": 3177.85, "word": " القرار", "probability": 0.9921875}, {"start": 3177.85, "end": 3178.17, "word": " decision", "probability": 0.71875}, {"start": 3178.17, "end": 3178.65, "word": " making", "probability": 0.734375}, {"start": 3178.65, "end": 3181.37, "word": " إذا", "probability": 0.71630859375}, {"start": 3181.37, "end": 3181.69, "word": " انت", "probability": 0.69091796875}, {"start": 3181.69, "end": 3181.87, "word": " لو", "probability": 0.99365234375}, {"start": 3181.87, "end": 3182.15, "word": " كنت", "probability": 0.994873046875}, {"start": 3182.15, "end": 3182.69, "word": " مديرة", "probability": 0.94873046875}, {"start": 3182.69, "end": 3183.55, "word": " في", "probability": 0.95703125}, {"start": 3183.55, "end": 3184.21, "word": " مؤسسة", "probability": 0.99638671875}], "temperature": 1.0}, {"id": 116, "seek": 321911, "start": 3190.93, "end": 3219.11, "text": "إيه اجتلاد أدوار؟ إيش هي؟ علاقة طيبة مع الناس وتفاعل وانسجام معلومات غزيرة واتخاذاش القرار هذي بنسميها ال role أو الأدوار ال إيش؟ الأدوار نشوف شرحها عندنا أدوار تفاعلية قلنا كيف بتعامل المدير مع الآخرين اللي هو فن التعامل", "tokens": [28814, 1829, 3224, 1975, 7435, 2655, 15040, 3215, 5551, 3215, 2407, 9640, 22807, 11933, 1829, 8592, 39896, 22807, 11203, 995, 28671, 23032, 1829, 49401, 20449, 2423, 8315, 3794, 34683, 5172, 995, 30241, 4032, 7649, 3794, 7435, 10943, 20449, 1211, 20498, 9307, 32771, 11622, 48923, 4032, 9307, 9778, 45636, 33599, 25062, 2288, 9640, 8032, 8848, 1829, 44945, 38251, 1829, 11296, 2423, 3090, 34051, 16247, 3215, 2407, 9640, 2423, 11933, 1829, 8592, 22807, 16247, 3215, 2407, 9640, 8717, 8592, 38688, 13412, 2288, 5016, 11296, 43242, 8315, 5551, 3215, 2407, 9640, 6055, 5172, 995, 30241, 10632, 12174, 1211, 8315, 9122, 33911, 39894, 3615, 10943, 1211, 9673, 3215, 13546, 20449, 6024, 95, 34740, 9957, 13672, 1829, 31439, 6156, 1863, 16712, 3615, 10943, 1211], "avg_logprob": -0.1576822942743699, "compression_ratio": 1.8018018018018018, "no_speech_prob": 0.0, "words": [{"start": 3190.93, "end": 3191.19, "word": "إيه", "probability": 0.694580078125}, {"start": 3191.19, "end": 3191.55, "word": " اجتلاد", "probability": 0.80078125}, {"start": 3191.55, "end": 3192.37, "word": " أدوار؟", "probability": 0.9162109375}, {"start": 3192.37, "end": 3192.63, "word": " إيش", "probability": 0.875}, {"start": 3192.63, "end": 3194.03, "word": " هي؟", "probability": 0.8994140625}, {"start": 3194.03, "end": 3194.63, "word": " علاقة", "probability": 0.9680989583333334}, {"start": 3194.63, "end": 3194.93, "word": " طيبة", "probability": 0.9889322916666666}, {"start": 3194.93, "end": 3195.11, "word": " مع", "probability": 0.9921875}, {"start": 3195.11, "end": 3195.57, "word": " الناس", "probability": 0.9912109375}, {"start": 3195.57, "end": 3196.79, "word": " وتفاعل", "probability": 0.849853515625}, {"start": 3196.79, "end": 3197.55, "word": " وانسجام", "probability": 0.8482421875}, {"start": 3197.55, "end": 3199.39, "word": " معلومات", "probability": 0.9302978515625}, {"start": 3199.39, "end": 3199.95, "word": " غزيرة", "probability": 0.9109700520833334}, {"start": 3199.95, "end": 3201.61, "word": " واتخاذاش", "probability": 0.7681640625}, {"start": 3201.61, "end": 3202.37, "word": " القرار", "probability": 0.95556640625}, {"start": 3202.37, "end": 3203.27, "word": " هذي", "probability": 0.5323893229166666}, {"start": 3203.27, "end": 3203.87, "word": " بنسميها", "probability": 0.84893798828125}, {"start": 3203.87, "end": 3204.27, "word": " ال", "probability": 0.91552734375}, {"start": 3204.27, "end": 3204.57, "word": " role", "probability": 0.572265625}, {"start": 3204.57, "end": 3204.85, "word": " أو", "probability": 0.92529296875}, {"start": 3204.85, "end": 3205.47, "word": " الأدوار", "probability": 0.983154296875}, {"start": 3205.47, "end": 3208.37, "word": " ال", "probability": 0.82958984375}, {"start": 3208.37, "end": 3209.07, "word": " إيش؟", "probability": 0.7239990234375}, {"start": 3209.07, "end": 3209.55, "word": " الأدوار", "probability": 0.96875}, {"start": 3209.55, "end": 3211.51, "word": " نشوف", "probability": 0.82470703125}, {"start": 3211.51, "end": 3212.15, "word": " شرحها", "probability": 0.965576171875}, {"start": 3212.15, "end": 3213.35, "word": " عندنا", "probability": 0.8046875}, {"start": 3213.35, "end": 3213.67, "word": " أدوار", "probability": 0.97607421875}, {"start": 3213.67, "end": 3214.29, "word": " تفاعلية", "probability": 0.9193359375}, {"start": 3214.29, "end": 3214.69, "word": " قلنا", "probability": 0.78955078125}, {"start": 3214.69, "end": 3216.09, "word": " كيف", "probability": 0.956298828125}, {"start": 3216.09, "end": 3216.49, "word": " بتعامل", "probability": 0.8492431640625}, {"start": 3216.49, "end": 3216.81, "word": " المدير", "probability": 0.8912760416666666}, {"start": 3216.81, "end": 3216.99, "word": " مع", "probability": 0.9921875}, {"start": 3216.99, "end": 3217.47, "word": " الآخرين", "probability": 0.892578125}, {"start": 3217.47, "end": 3217.59, "word": " اللي", "probability": 0.919921875}, {"start": 3217.59, "end": 3217.91, "word": " هو", "probability": 0.98486328125}, {"start": 3217.91, "end": 3218.61, "word": " فن", "probability": 0.97265625}, {"start": 3218.61, "end": 3219.11, "word": " التعامل", "probability": 0.9884033203125}], "temperature": 1.0}, {"id": 117, "seek": 324926, "start": 3220.34, "end": 3249.26, "text": "أدوار معلوماتية اللي هي المعلومات يكون عنده غزارة في المعلومات أدوار قرارية اللي هي كيف المعلومات يستخدمها في اتخاذ إيش القرارات إذا هناك تلات أدوار لأي مدير في العالم ما هي يا سهر أدوار تفاعية وأدوار معلوماتية وأدوار قرارية واضح ولا نعيدها نعيدها تاني ناخد كيس", "tokens": [10721, 3215, 2407, 9640, 20449, 1211, 20498, 9307, 10632, 13672, 1829, 39896, 9673, 30241, 20498, 9307, 7251, 30544, 43242, 3224, 32771, 11622, 9640, 3660, 8978, 9673, 30241, 20498, 9307, 5551, 3215, 2407, 9640, 12174, 2288, 9640, 10632, 13672, 1829, 39896, 9122, 33911, 9673, 30241, 20498, 9307, 7251, 14851, 9778, 40448, 11296, 8978, 1975, 2655, 9778, 45636, 11933, 1829, 8592, 25062, 2288, 9640, 9307, 11933, 15730, 34105, 4117, 6055, 1211, 9307, 5551, 3215, 2407, 9640, 5296, 10721, 1829, 3714, 3215, 13546, 8978, 18863, 45340, 19446, 39896, 35186, 8608, 3224, 2288, 5551, 3215, 2407, 9640, 6055, 5172, 45761, 10632, 36725, 3215, 2407, 9640, 20449, 1211, 20498, 9307, 10632, 36725, 3215, 2407, 9640, 12174, 2288, 9640, 10632, 4032, 46958, 5016, 49429, 8717, 3615, 25708, 11296, 8717, 3615, 25708, 11296, 6055, 7649, 1829, 8717, 47283, 3215, 9122, 1829, 3794], "avg_logprob": -0.1309742679929032, "compression_ratio": 2.4213197969543145, "no_speech_prob": 0.0, "words": [{"start": 3220.34, "end": 3220.94, "word": "أدوار", "probability": 0.9925537109375}, {"start": 3220.94, "end": 3221.82, "word": " معلوماتية", "probability": 0.9556640625}, {"start": 3221.82, "end": 3222.64, "word": " اللي", "probability": 0.47930908203125}, {"start": 3222.64, "end": 3222.88, "word": " هي", "probability": 0.98681640625}, {"start": 3222.88, "end": 3223.78, "word": " المعلومات", "probability": 0.966796875}, {"start": 3223.78, "end": 3224.48, "word": " يكون", "probability": 0.69287109375}, {"start": 3224.48, "end": 3224.7, "word": " عنده", "probability": 0.979736328125}, {"start": 3224.7, "end": 3225.1, "word": " غزارة", "probability": 0.9490966796875}, {"start": 3225.1, "end": 3225.18, "word": " في", "probability": 0.94482421875}, {"start": 3225.18, "end": 3225.86, "word": " المعلومات", "probability": 0.9912109375}, {"start": 3225.86, "end": 3226.96, "word": " أدوار", "probability": 0.9608154296875}, {"start": 3226.96, "end": 3227.64, "word": " قرارية", "probability": 0.970703125}, {"start": 3227.64, "end": 3227.74, "word": " اللي", "probability": 0.829345703125}, {"start": 3227.74, "end": 3227.84, "word": " هي", "probability": 0.986328125}, {"start": 3227.84, "end": 3228.08, "word": " كيف", "probability": 0.970947265625}, {"start": 3228.08, "end": 3228.54, "word": " المعلومات", "probability": 0.9822998046875}, {"start": 3228.54, "end": 3228.98, "word": " يستخدمها", "probability": 0.95791015625}, {"start": 3228.98, "end": 3229.08, "word": " في", "probability": 0.8681640625}, {"start": 3229.08, "end": 3229.52, "word": " اتخاذ", "probability": 0.9090576171875}, {"start": 3229.52, "end": 3229.88, "word": " إيش", "probability": 0.71728515625}, {"start": 3229.88, "end": 3231.06, "word": " القرارات", "probability": 0.94091796875}, {"start": 3231.06, "end": 3231.98, "word": " إذا", "probability": 0.835693359375}, {"start": 3231.98, "end": 3232.42, "word": " هناك", "probability": 0.7705078125}, {"start": 3232.42, "end": 3232.76, "word": " تلات", "probability": 0.806396484375}, {"start": 3232.76, "end": 3233.24, "word": " أدوار", "probability": 0.926025390625}, {"start": 3233.24, "end": 3233.6, "word": " لأي", "probability": 0.9627278645833334}, {"start": 3233.6, "end": 3233.98, "word": " مدير", "probability": 0.9874674479166666}, {"start": 3233.98, "end": 3234.14, "word": " في", "probability": 0.9775390625}, {"start": 3234.14, "end": 3234.5, "word": " العالم", "probability": 0.996337890625}, {"start": 3234.5, "end": 3235.02, "word": " ما", "probability": 0.666015625}, {"start": 3235.02, "end": 3235.26, "word": " هي", "probability": 0.9462890625}, {"start": 3235.26, "end": 3235.42, "word": " يا", "probability": 0.9716796875}, {"start": 3235.42, "end": 3235.8, "word": " سهر", "probability": 0.9376627604166666}, {"start": 3235.8, "end": 3236.78, "word": " أدوار", "probability": 0.802581787109375}, {"start": 3236.78, "end": 3237.5, "word": " تفاعية", "probability": 0.72265625}, {"start": 3237.5, "end": 3237.98, "word": " وأدوار", "probability": 0.85162353515625}, {"start": 3237.98, "end": 3238.6, "word": " معلوماتية", "probability": 0.966015625}, {"start": 3238.6, "end": 3238.96, "word": " وأدوار", "probability": 0.9576416015625}, {"start": 3238.96, "end": 3239.56, "word": " قرارية", "probability": 0.9840087890625}, {"start": 3239.56, "end": 3241.16, "word": " واضح", "probability": 0.7355143229166666}, {"start": 3241.16, "end": 3241.26, "word": " ولا", "probability": 0.68408203125}, {"start": 3241.26, "end": 3241.78, "word": " نعيدها", "probability": 0.9765625}, {"start": 3241.78, "end": 3243.32, "word": " نعيدها", "probability": 0.859619140625}, {"start": 3243.32, "end": 3243.74, "word": " تاني", "probability": 0.94775390625}, {"start": 3243.74, "end": 3248.9, "word": " ناخد", "probability": 0.9365234375}, {"start": 3248.9, "end": 3249.26, "word": " كيس", "probability": 0.810791015625}], "temperature": 1.0}, {"id": 118, "seek": 328041, "start": 3251.03, "end": 3280.41, "text": "أحكيها و أكتبها محمد مدير عام شركة X طلب منه الموظف علي معلومات عن الموازنة العامة للشركة ولكن", "tokens": [10721, 5016, 4117, 1829, 11296, 4032, 5551, 4117, 2655, 3555, 11296, 3714, 35571, 3215, 3714, 3215, 13546, 6225, 10943, 13412, 31747, 3660, 1783, 23032, 46152, 9154, 3224, 9673, 2407, 19913, 5172, 25894, 20449, 1211, 20498, 9307, 18871, 9673, 2407, 31377, 1863, 3660, 18863, 10943, 3660, 24976, 8592, 31747, 3660, 35525, 19452], "avg_logprob": -0.06873497940026797, "compression_ratio": 1.5044247787610618, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3251.03, "end": 3251.67, "word": "أحكيها", "probability": 0.9109375}, {"start": 3251.67, "end": 3251.77, "word": " و", "probability": 0.77880859375}, {"start": 3251.77, "end": 3252.25, "word": " أكتبها", "probability": 0.91767578125}, {"start": 3252.25, "end": 3253.85, "word": " محمد", "probability": 0.9069010416666666}, {"start": 3253.85, "end": 3255.53, "word": " مدير", "probability": 0.9840494791666666}, {"start": 3255.53, "end": 3256.07, "word": " عام", "probability": 0.791748046875}, {"start": 3256.07, "end": 3257.63, "word": " شركة", "probability": 0.9951171875}, {"start": 3257.63, "end": 3258.01, "word": " X", "probability": 0.68603515625}, {"start": 3258.01, "end": 3261.77, "word": " طلب", "probability": 0.984130859375}, {"start": 3261.77, "end": 3262.33, "word": " منه", "probability": 0.98681640625}, {"start": 3262.33, "end": 3264.59, "word": " الموظف", "probability": 0.989013671875}, {"start": 3264.59, "end": 3264.97, "word": " علي", "probability": 0.58056640625}, {"start": 3264.97, "end": 3267.63, "word": " معلومات", "probability": 0.974365234375}, {"start": 3267.63, "end": 3269.71, "word": " عن", "probability": 0.99462890625}, {"start": 3269.71, "end": 3272.35, "word": " الموازنة", "probability": 0.97021484375}, {"start": 3272.35, "end": 3273.91, "word": " العامة", "probability": 0.994140625}, {"start": 3273.91, "end": 3274.61, "word": " للشركة", "probability": 0.9661865234375}, {"start": 3274.61, "end": 3280.41, "word": " ولكن", "probability": 0.87255859375}], "temperature": 1.0}, {"id": 119, "seek": 330669, "start": 3281.07, "end": 3306.69, "text": "محمد لم يستجب للطلب هذه الحالة السؤال ما هي الأدوار التي كان يجب على محمد القيام بها كمدير كأنه بيقولك ما هي أدوار المدير لكن بلفها", "tokens": [2304, 35571, 3215, 32767, 7251, 14851, 7435, 3555, 24976, 9566, 46152, 29538, 21542, 6027, 3660, 21136, 33604, 6027, 19446, 39896, 16247, 3215, 2407, 9640, 38392, 25961, 7251, 7435, 3555, 15844, 3714, 35571, 3215, 25062, 1829, 10943, 4724, 11296, 9122, 2304, 3215, 13546, 9122, 33456, 3224, 4724, 1829, 39648, 4117, 19446, 39896, 5551, 3215, 2407, 9640, 9673, 3215, 13546, 44381, 4724, 46538, 11296], "avg_logprob": -0.08792162745717973, "compression_ratio": 1.72992700729927, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 3281.07, "end": 3281.91, "word": "محمد", "probability": 0.974609375}, {"start": 3281.91, "end": 3283.85, "word": " لم", "probability": 0.90966796875}, {"start": 3283.85, "end": 3284.79, "word": " يستجب", "probability": 0.9942626953125}, {"start": 3284.79, "end": 3286.27, "word": " للطلب", "probability": 0.9736328125}, {"start": 3286.27, "end": 3288.67, "word": " هذه", "probability": 0.41064453125}, {"start": 3288.67, "end": 3288.95, "word": " الحالة", "probability": 0.9357096354166666}, {"start": 3288.95, "end": 3289.41, "word": " السؤال", "probability": 0.9752604166666666}, {"start": 3289.41, "end": 3290.19, "word": " ما", "probability": 0.7275390625}, {"start": 3290.19, "end": 3290.43, "word": " هي", "probability": 0.89306640625}, {"start": 3290.43, "end": 3291.17, "word": " الأدوار", "probability": 0.9744873046875}, {"start": 3291.17, "end": 3294.69, "word": " التي", "probability": 0.77294921875}, {"start": 3294.69, "end": 3295.45, "word": " كان", "probability": 0.98681640625}, {"start": 3295.45, "end": 3297.27, "word": " يجب", "probability": 0.97900390625}, {"start": 3297.27, "end": 3298.39, "word": " على", "probability": 0.76953125}, {"start": 3298.39, "end": 3299.21, "word": " محمد", "probability": 0.99365234375}, {"start": 3299.21, "end": 3300.79, "word": " القيام", "probability": 0.9830729166666666}, {"start": 3300.79, "end": 3301.21, "word": " بها", "probability": 0.814697265625}, {"start": 3301.21, "end": 3302.09, "word": " كمدير", "probability": 0.9840087890625}, {"start": 3302.09, "end": 3304.43, "word": " كأنه", "probability": 0.8297526041666666}, {"start": 3304.43, "end": 3304.81, "word": " بيقولك", "probability": 0.880126953125}, {"start": 3304.81, "end": 3304.93, "word": " ما", "probability": 0.94873046875}, {"start": 3304.93, "end": 3305.01, "word": " هي", "probability": 0.96923828125}, {"start": 3305.01, "end": 3305.39, "word": " أدوار", "probability": 0.94677734375}, {"start": 3305.39, "end": 3305.73, "word": " المدير", "probability": 0.9930013020833334}, {"start": 3305.73, "end": 3305.99, "word": " لكن", "probability": 0.85107421875}, {"start": 3305.99, "end": 3306.69, "word": " بلفها", "probability": 0.8011067708333334}], "temperature": 1.0}, {"id": 120, "seek": 334628, "start": 3316.9, "end": 3346.28, "text": "هو اشمله هنا إذا محمد ماعندوش دور تفاعلي ماردش طنش إذا أول حاجة الدور التفاعلي اللي هي الاستجابة لطلب الموظف محمد شرير طيب اتنين؟ مين حابب يشارك؟ فضلي المعلومات طلبه وطلب منه معلومات", "tokens": [3224, 2407, 1975, 8592, 42213, 3224, 34105, 11933, 15730, 3714, 35571, 3215, 19446, 3615, 41260, 2407, 8592, 11778, 13063, 6055, 5172, 45761, 20292, 3714, 9640, 3215, 8592, 23032, 1863, 8592, 11933, 15730, 5551, 12610, 11331, 26108, 3660, 32748, 13063, 16712, 5172, 45761, 20292, 13672, 1829, 39896, 42963, 14851, 7435, 16758, 3660, 5296, 9566, 46152, 9673, 2407, 19913, 5172, 3714, 35571, 3215, 13412, 2288, 13546, 23032, 1829, 3555, 1975, 2655, 1863, 9957, 22807, 3714, 9957, 11331, 16758, 3555, 7251, 8592, 9640, 4117, 22807, 6156, 11242, 20292, 9673, 30241, 20498, 9307, 23032, 46152, 3224, 4032, 9566, 46152, 9154, 3224, 20449, 1211, 20498, 9307], "avg_logprob": -0.20281862233783685, "compression_ratio": 1.8863636363636365, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3316.9, "end": 3317.24, "word": "هو", "probability": 0.929931640625}, {"start": 3317.24, "end": 3317.66, "word": " اشمله", "probability": 0.7431640625}, {"start": 3317.66, "end": 3317.82, "word": " هنا", "probability": 0.99072265625}, {"start": 3317.82, "end": 3319.82, "word": " إذا", "probability": 0.589599609375}, {"start": 3319.82, "end": 3320.24, "word": " محمد", "probability": 0.9593098958333334}, {"start": 3320.24, "end": 3320.66, "word": " ماعندوش", "probability": 0.82470703125}, {"start": 3320.66, "end": 3320.78, "word": " دور", "probability": 0.981689453125}, {"start": 3320.78, "end": 3321.3, "word": " تفاعلي", "probability": 0.8502197265625}, {"start": 3321.3, "end": 3322.1, "word": " ماردش", "probability": 0.79681396484375}, {"start": 3322.1, "end": 3322.68, "word": " طنش", "probability": 0.5817057291666666}, {"start": 3322.68, "end": 3323.88, "word": " إذا", "probability": 0.77392578125}, {"start": 3323.88, "end": 3324.56, "word": " أول", "probability": 0.833984375}, {"start": 3324.56, "end": 3325.32, "word": " حاجة", "probability": 0.9918619791666666}, {"start": 3325.32, "end": 3326.14, "word": " الدور", "probability": 0.966796875}, {"start": 3326.14, "end": 3326.96, "word": " التفاعلي", "probability": 0.9893798828125}, {"start": 3326.96, "end": 3327.7, "word": " اللي", "probability": 0.883544921875}, {"start": 3327.7, "end": 3328.02, "word": " هي", "probability": 0.82666015625}, {"start": 3328.02, "end": 3330.12, "word": " الاستجابة", "probability": 0.97021484375}, {"start": 3330.12, "end": 3331.34, "word": " لطلب", "probability": 0.97412109375}, {"start": 3331.34, "end": 3331.96, "word": " الموظف", "probability": 0.9930419921875}, {"start": 3331.96, "end": 3334.28, "word": " محمد", "probability": 0.94775390625}, {"start": 3334.28, "end": 3334.74, "word": " شرير", "probability": 0.7246907552083334}, {"start": 3334.74, "end": 3335.1, "word": " طيب", "probability": 0.9225260416666666}, {"start": 3335.1, "end": 3336.56, "word": " اتنين؟", "probability": 0.821630859375}, {"start": 3336.56, "end": 3336.64, "word": " مين", "probability": 0.67724609375}, {"start": 3336.64, "end": 3336.96, "word": " حابب", "probability": 0.83984375}, {"start": 3336.96, "end": 3340.32, "word": " يشارك؟", "probability": 0.932421875}, {"start": 3340.32, "end": 3340.86, "word": " فضلي", "probability": 0.7113444010416666}, {"start": 3340.86, "end": 3343.44, "word": " المعلومات", "probability": 0.84356689453125}, {"start": 3343.44, "end": 3345.1, "word": " طلبه", "probability": 0.5131429036458334}, {"start": 3345.1, "end": 3345.44, "word": " وطلب", "probability": 0.6728515625}, {"start": 3345.44, "end": 3345.72, "word": " منه", "probability": 0.9296875}, {"start": 3345.72, "end": 3346.28, "word": " معلومات", "probability": 0.9344482421875}], "temperature": 1.0}, {"id": 121, "seek": 337553, "start": 3349.69, "end": 3375.53, "text": "المساعدة في تقديم المعلومات الدول الأخيرة القرار أيوة قليلاً المعلومات عن الموازنة العامة بتكون مولودة في قسم الحسابات ماشي", "tokens": [6027, 2304, 3794, 995, 22488, 3660, 8978, 6055, 4587, 16254, 2304, 9673, 30241, 20498, 9307, 32748, 12610, 16247, 9778, 48923, 25062, 2288, 9640, 36632, 2407, 3660, 12174, 20292, 15040, 14111, 9673, 30241, 20498, 9307, 18871, 9673, 2407, 31377, 1863, 3660, 18863, 10943, 3660, 39894, 30544, 3714, 12610, 23328, 3660, 8978, 12174, 38251, 21542, 3794, 16758, 9307, 3714, 33599, 1829], "avg_logprob": -0.20143229042490324, "compression_ratio": 1.7142857142857142, "no_speech_prob": 0.0, "words": [{"start": 3349.6899999999996, "end": 3351.0899999999997, "word": "المساعدة", "probability": 0.7815755208333334}, {"start": 3351.0899999999997, "end": 3352.49, "word": " في", "probability": 0.88671875}, {"start": 3352.49, "end": 3353.19, "word": " تقديم", "probability": 0.974853515625}, {"start": 3353.19, "end": 3355.71, "word": " المعلومات", "probability": 0.9892578125}, {"start": 3355.71, "end": 3357.63, "word": " الدول", "probability": 0.7021484375}, {"start": 3357.63, "end": 3358.13, "word": " الأخيرة", "probability": 0.8487955729166666}, {"start": 3358.13, "end": 3361.03, "word": " القرار", "probability": 0.88623046875}, {"start": 3361.03, "end": 3364.33, "word": " أيوة", "probability": 0.65869140625}, {"start": 3364.33, "end": 3369.33, "word": " قليلاً", "probability": 0.6044921875}, {"start": 3369.33, "end": 3369.97, "word": " المعلومات", "probability": 0.9608154296875}, {"start": 3369.97, "end": 3370.09, "word": " عن", "probability": 0.53515625}, {"start": 3370.09, "end": 3370.67, "word": " الموازنة", "probability": 0.9427734375}, {"start": 3370.67, "end": 3371.41, "word": " العامة", "probability": 0.9959309895833334}, {"start": 3371.41, "end": 3373.11, "word": " بتكون", "probability": 0.761474609375}, {"start": 3373.11, "end": 3373.43, "word": " مولودة", "probability": 0.6900634765625}, {"start": 3373.43, "end": 3373.53, "word": " في", "probability": 0.95556640625}, {"start": 3373.53, "end": 3373.75, "word": " قسم", "probability": 0.978759765625}, {"start": 3373.75, "end": 3374.57, "word": " الحسابات", "probability": 0.9932861328125}, {"start": 3374.57, "end": 3375.53, "word": " ماشي", "probability": 0.83740234375}], "temperature": 1.0}, {"id": 122, "seek": 340428, "start": 3376.64, "end": 3404.28, "text": "فالأصل هو يتاخد قرارات يا قسم الحسابات اعطي الموظف المعلومات احنا ماقلنا ان انت اعطيه لأ انت اعطيه قرار او اسمحله بالحصول على المعلومات هو أصلا شكله ماعندهش دور اصدر قرار أو السماح للموظف بالحصول على الموازنة زي لما انت عايز توزع ال CBI على مؤسسة", "tokens": [5172, 6027, 10721, 36520, 31439, 7251, 2655, 47283, 3215, 12174, 2288, 9640, 9307, 35186, 12174, 38251, 21542, 3794, 16758, 9307, 1975, 3615, 9566, 1829, 9673, 2407, 19913, 5172, 9673, 30241, 20498, 9307, 1975, 5016, 8315, 19446, 4587, 1211, 8315, 16472, 16472, 2655, 1975, 3615, 9566, 1829, 3224, 5296, 10721, 16472, 2655, 1975, 3615, 9566, 1829, 3224, 12174, 2288, 9640, 1975, 2407, 24525, 2304, 5016, 43761, 20666, 5016, 9381, 12610, 15844, 9673, 30241, 20498, 9307, 31439, 5551, 9381, 15040, 13412, 28820, 3224, 19446, 3615, 41260, 3224, 8592, 11778, 13063, 1975, 9381, 3215, 2288, 12174, 2288, 9640, 34051, 21136, 15042, 5016, 5296, 19528, 2407, 19913, 5172, 20666, 5016, 9381, 12610, 15844, 9673, 2407, 31377, 1863, 3660, 30767, 1829, 5296, 15042, 16472, 2655, 6225, 47302, 11622, 6055, 2407, 11622, 3615, 2423, 18745, 40, 15844, 3714, 33604, 3794, 3794, 3660], "avg_logprob": -0.17541058481174665, "compression_ratio": 2.0943396226415096, "no_speech_prob": 0.0, "words": [{"start": 3376.64, "end": 3377.14, "word": "فالأصل", "probability": 0.834228515625}, {"start": 3377.14, "end": 3377.3, "word": " هو", "probability": 0.97216796875}, {"start": 3377.3, "end": 3377.68, "word": " يتاخد", "probability": 0.77655029296875}, {"start": 3377.68, "end": 3378.16, "word": " قرارات", "probability": 0.9847412109375}, {"start": 3378.16, "end": 3378.26, "word": " يا", "probability": 0.365966796875}, {"start": 3378.26, "end": 3378.5, "word": " قسم", "probability": 0.964111328125}, {"start": 3378.5, "end": 3379.56, "word": " الحسابات", "probability": 0.9464111328125}, {"start": 3379.56, "end": 3379.88, "word": " اعطي", "probability": 0.7969970703125}, {"start": 3379.88, "end": 3380.32, "word": " الموظف", "probability": 0.9686279296875}, {"start": 3380.32, "end": 3381.0, "word": " المعلومات", "probability": 0.9036865234375}, {"start": 3381.0, "end": 3381.48, "word": " احنا", "probability": 0.8642578125}, {"start": 3381.48, "end": 3381.84, "word": " ماقلنا", "probability": 0.7432861328125}, {"start": 3381.84, "end": 3381.94, "word": " ان", "probability": 0.7763671875}, {"start": 3381.94, "end": 3382.04, "word": " انت", "probability": 0.6279296875}, {"start": 3382.04, "end": 3382.34, "word": " اعطيه", "probability": 0.847119140625}, {"start": 3382.34, "end": 3382.54, "word": " لأ", "probability": 0.802001953125}, {"start": 3382.54, "end": 3383.04, "word": " انت", "probability": 0.858154296875}, {"start": 3383.04, "end": 3383.4, "word": " اعطيه", "probability": 0.98095703125}, {"start": 3383.4, "end": 3383.72, "word": " قرار", "probability": 0.9703776041666666}, {"start": 3383.72, "end": 3384.18, "word": " او", "probability": 0.8203125}, {"start": 3384.18, "end": 3384.64, "word": " اسمحله", "probability": 0.906494140625}, {"start": 3384.64, "end": 3385.02, "word": " بالحصول", "probability": 0.95556640625}, {"start": 3385.02, "end": 3385.08, "word": " على", "probability": 0.77783203125}, {"start": 3385.08, "end": 3385.36, "word": " المعلومات", "probability": 0.899169921875}, {"start": 3385.36, "end": 3387.06, "word": " هو", "probability": 0.64794921875}, {"start": 3387.06, "end": 3387.4, "word": " أصلا", "probability": 0.7236328125}, {"start": 3387.4, "end": 3387.72, "word": " شكله", "probability": 0.822265625}, {"start": 3387.72, "end": 3388.1, "word": " ماعندهش", "probability": 0.784375}, {"start": 3388.1, "end": 3388.32, "word": " دور", "probability": 0.95556640625}, {"start": 3388.32, "end": 3390.62, "word": " اصدر", "probability": 0.7930908203125}, {"start": 3390.62, "end": 3392.16, "word": " قرار", "probability": 0.9763997395833334}, {"start": 3392.16, "end": 3392.92, "word": " أو", "probability": 0.49951171875}, {"start": 3392.92, "end": 3394.22, "word": " السماح", "probability": 0.8859049479166666}, {"start": 3394.22, "end": 3395.62, "word": " للموظف", "probability": 0.971484375}, {"start": 3395.62, "end": 3397.84, "word": " بالحصول", "probability": 0.979736328125}, {"start": 3397.84, "end": 3398.5, "word": " على", "probability": 0.8623046875}, {"start": 3398.5, "end": 3399.74, "word": " الموازنة", "probability": 0.9458984375}, {"start": 3399.74, "end": 3401.66, "word": " زي", "probability": 0.8173828125}, {"start": 3401.66, "end": 3401.84, "word": " لما", "probability": 0.924560546875}, {"start": 3401.84, "end": 3402.06, "word": " انت", "probability": 0.810791015625}, {"start": 3402.06, "end": 3402.26, "word": " عايز", "probability": 0.943359375}, {"start": 3402.26, "end": 3403.12, "word": " توزع", "probability": 0.85113525390625}, {"start": 3403.12, "end": 3403.24, "word": " ال", "probability": 0.85107421875}, {"start": 3403.24, "end": 3403.52, "word": " CBI", "probability": 0.455291748046875}, {"start": 3403.52, "end": 3403.66, "word": " على", "probability": 0.6435546875}, {"start": 3403.66, "end": 3404.28, "word": " مؤسسة", "probability": 0.98701171875}], "temperature": 1.0}, {"id": 123, "seek": 343260, "start": 3405.2, "end": 3432.6, "text": "لازم تاخدي إذن بالموافقة ماشي؟ وافقوا بتوزع، ماوافقوش خلاص إذا عندنا تلات أش أدوة إذا المدير طناش ما بيكون عنده دور تفاعل إذا المدير رحبه ساعد، بيكون عنده دور تفاعل إذا المدير قدم المعلومات اللي إحنا عايزينها، بيكون عنده دور معلوماتي", "tokens": [1211, 31377, 2304, 6055, 47283, 16254, 11933, 8848, 1863, 20666, 2304, 14407, 5172, 28671, 3714, 33599, 1829, 22807, 4032, 31845, 4587, 14407, 39894, 2407, 11622, 3615, 12399, 19446, 2407, 31845, 4587, 2407, 8592, 16490, 1211, 33546, 11933, 15730, 43242, 8315, 6055, 1211, 9307, 5551, 8592, 5551, 3215, 2407, 3660, 11933, 15730, 9673, 3215, 13546, 23032, 1863, 33599, 19446, 4724, 1829, 30544, 43242, 3224, 11778, 13063, 6055, 5172, 995, 30241, 11933, 15730, 9673, 3215, 13546, 12602, 5016, 3555, 3224, 8608, 995, 22488, 12399, 4724, 1829, 30544, 43242, 3224, 11778, 13063, 6055, 5172, 995, 30241, 11933, 15730, 9673, 3215, 13546, 12174, 40448, 9673, 30241, 20498, 9307, 13672, 1829, 11933, 5016, 8315, 6225, 47302, 11622, 9957, 11296, 12399, 4724, 1829, 30544, 43242, 3224, 11778, 13063, 20449, 1211, 20498, 9307, 1829], "avg_logprob": -0.18859863898251206, "compression_ratio": 2.265957446808511, "no_speech_prob": 0.0, "words": [{"start": 3405.2, "end": 3405.62, "word": "لازم", "probability": 0.9044596354166666}, {"start": 3405.62, "end": 3405.98, "word": " تاخدي", "probability": 0.6016438802083334}, {"start": 3405.98, "end": 3406.3, "word": " إذن", "probability": 0.7268880208333334}, {"start": 3406.3, "end": 3407.4, "word": " بالموافقة", "probability": 0.96064453125}, {"start": 3407.4, "end": 3409.68, "word": " ماشي؟", "probability": 0.67962646484375}, {"start": 3409.68, "end": 3410.08, "word": " وافقوا", "probability": 0.7633056640625}, {"start": 3410.08, "end": 3410.62, "word": " بتوزع،", "probability": 0.68955078125}, {"start": 3410.62, "end": 3411.14, "word": " ماوافقوش", "probability": 0.7171223958333334}, {"start": 3411.14, "end": 3411.5, "word": " خلاص", "probability": 0.8597005208333334}, {"start": 3411.5, "end": 3414.52, "word": " إذا", "probability": 0.90576171875}, {"start": 3414.52, "end": 3414.8, "word": " عندنا", "probability": 0.7335205078125}, {"start": 3414.8, "end": 3415.06, "word": " تلات", "probability": 0.8121744791666666}, {"start": 3415.06, "end": 3415.44, "word": " أش", "probability": 0.6522216796875}, {"start": 3415.44, "end": 3416.66, "word": " أدوة", "probability": 0.744384765625}, {"start": 3416.66, "end": 3419.28, "word": " إذا", "probability": 0.960205078125}, {"start": 3419.28, "end": 3419.66, "word": " المدير", "probability": 0.9874674479166666}, {"start": 3419.66, "end": 3420.2, "word": " طناش", "probability": 0.6753743489583334}, {"start": 3420.2, "end": 3420.4, "word": " ما", "probability": 0.64306640625}, {"start": 3420.4, "end": 3420.7, "word": " بيكون", "probability": 0.84912109375}, {"start": 3420.7, "end": 3420.94, "word": " عنده", "probability": 0.975830078125}, {"start": 3420.94, "end": 3421.06, "word": " دور", "probability": 0.99462890625}, {"start": 3421.06, "end": 3421.6, "word": " تفاعل", "probability": 0.9107666015625}, {"start": 3421.6, "end": 3422.84, "word": " إذا", "probability": 0.97314453125}, {"start": 3422.84, "end": 3423.18, "word": " المدير", "probability": 0.9925130208333334}, {"start": 3423.18, "end": 3423.72, "word": " رحبه", "probability": 0.72998046875}, {"start": 3423.72, "end": 3424.68, "word": " ساعد،", "probability": 0.82379150390625}, {"start": 3424.68, "end": 3424.92, "word": " بيكون", "probability": 0.9523111979166666}, {"start": 3424.92, "end": 3425.38, "word": " عنده", "probability": 0.9833984375}, {"start": 3425.38, "end": 3425.7, "word": " دور", "probability": 0.995849609375}, {"start": 3425.7, "end": 3426.4, "word": " تفاعل", "probability": 0.9134521484375}, {"start": 3426.4, "end": 3428.18, "word": " إذا", "probability": 0.989501953125}, {"start": 3428.18, "end": 3428.5, "word": " المدير", "probability": 0.99462890625}, {"start": 3428.5, "end": 3428.84, "word": " قدم", "probability": 0.931396484375}, {"start": 3428.84, "end": 3429.4, "word": " المعلومات", "probability": 0.981689453125}, {"start": 3429.4, "end": 3429.52, "word": " اللي", "probability": 0.931396484375}, {"start": 3429.52, "end": 3429.72, "word": " إحنا", "probability": 0.7810872395833334}, {"start": 3429.72, "end": 3431.04, "word": " عايزينها،", "probability": 0.936279296875}, {"start": 3431.04, "end": 3431.26, "word": " بيكون", "probability": 0.9620768229166666}, {"start": 3431.26, "end": 3431.6, "word": " عنده", "probability": 0.98828125}, {"start": 3431.6, "end": 3431.92, "word": " دور", "probability": 0.993896484375}, {"start": 3431.92, "end": 3432.6, "word": " معلوماتي", "probability": 0.95703125}], "temperature": 1.0}, {"id": 124, "seek": 345898, "start": 3433.5, "end": 3458.98, "text": "إذا المدير مطنش برضه ماعندوش دور أو جال أنا مش عارف مثلا مش مدير مش عارف أخر حاجة اللي هي اتخاذ القرارات بالسماح لنا بالعمل واضحة ولا عيدها؟ المركزين معايا ولا نيمتوا؟ نيمتوا؟ حد بدأ يحلم؟ نفسر الأحلام احنا الآن ال manager skills", "tokens": [28814, 15730, 9673, 3215, 13546, 3714, 9566, 1863, 8592, 4724, 43042, 3224, 19446, 3615, 41260, 2407, 8592, 11778, 13063, 34051, 10874, 6027, 41850, 37893, 6225, 9640, 5172, 50113, 15040, 37893, 3714, 3215, 13546, 37893, 6225, 9640, 5172, 5551, 34740, 11331, 26108, 3660, 13672, 1829, 39896, 1975, 2655, 9778, 45636, 25062, 2288, 9640, 9307, 20666, 3794, 15042, 5016, 5296, 8315, 20666, 25957, 1211, 4032, 46958, 5016, 3660, 49429, 6225, 25708, 11296, 22807, 9673, 31747, 11622, 9957, 20449, 995, 25528, 49429, 8717, 32640, 2655, 14407, 22807, 8717, 32640, 2655, 14407, 22807, 11331, 3215, 47525, 10721, 7251, 5016, 19528, 22807, 8717, 36178, 2288, 16247, 5016, 37440, 1975, 5016, 8315, 6024, 48506, 2423, 6598, 3942], "avg_logprob": -0.17382812845919812, "compression_ratio": 1.7675438596491229, "no_speech_prob": 0.0, "words": [{"start": 3433.5, "end": 3433.78, "word": "إذا", "probability": 0.92822265625}, {"start": 3433.78, "end": 3434.18, "word": " المدير", "probability": 0.9884440104166666}, {"start": 3434.18, "end": 3434.88, "word": " مطنش", "probability": 0.69219970703125}, {"start": 3434.88, "end": 3435.22, "word": " برضه", "probability": 0.8956705729166666}, {"start": 3435.22, "end": 3435.64, "word": " ماعندوش", "probability": 0.7736328125}, {"start": 3435.64, "end": 3435.86, "word": " دور", "probability": 0.964111328125}, {"start": 3435.86, "end": 3436.28, "word": " أو", "probability": 0.80859375}, {"start": 3436.28, "end": 3436.46, "word": " جال", "probability": 0.780029296875}, {"start": 3436.46, "end": 3436.58, "word": " أنا", "probability": 0.6884765625}, {"start": 3436.58, "end": 3436.76, "word": " مش", "probability": 0.9951171875}, {"start": 3436.76, "end": 3437.08, "word": " عارف", "probability": 0.9894205729166666}, {"start": 3437.08, "end": 3437.42, "word": " مثلا", "probability": 0.95751953125}, {"start": 3437.42, "end": 3437.8, "word": " مش", "probability": 0.48095703125}, {"start": 3437.8, "end": 3438.04, "word": " مدير", "probability": 0.9861653645833334}, {"start": 3438.04, "end": 3438.18, "word": " مش", "probability": 0.982421875}, {"start": 3438.18, "end": 3439.04, "word": " عارف", "probability": 0.9957682291666666}, {"start": 3439.04, "end": 3439.82, "word": " أخر", "probability": 0.81103515625}, {"start": 3439.82, "end": 3440.1, "word": " حاجة", "probability": 0.9910481770833334}, {"start": 3440.1, "end": 3440.2, "word": " اللي", "probability": 0.85107421875}, {"start": 3440.2, "end": 3440.3, "word": " هي", "probability": 0.78759765625}, {"start": 3440.3, "end": 3440.92, "word": " اتخاذ", "probability": 0.910888671875}, {"start": 3440.92, "end": 3441.94, "word": " القرارات", "probability": 0.9329833984375}, {"start": 3441.94, "end": 3442.42, "word": " بالسماح", "probability": 0.68731689453125}, {"start": 3442.42, "end": 3442.72, "word": " لنا", "probability": 0.970703125}, {"start": 3442.72, "end": 3443.98, "word": " بالعمل", "probability": 0.9752604166666666}, {"start": 3443.98, "end": 3447.4, "word": " واضحة", "probability": 0.959228515625}, {"start": 3447.4, "end": 3447.54, "word": " ولا", "probability": 0.68896484375}, {"start": 3447.54, "end": 3448.66, "word": " عيدها؟", "probability": 0.79791259765625}, {"start": 3448.66, "end": 3449.16, "word": " المركزين", "probability": 0.8397216796875}, {"start": 3449.16, "end": 3449.48, "word": " معايا", "probability": 0.9832356770833334}, {"start": 3449.48, "end": 3449.62, "word": " ولا", "probability": 0.6279296875}, {"start": 3449.62, "end": 3450.96, "word": " نيمتوا؟", "probability": 0.819140625}, {"start": 3450.96, "end": 3452.58, "word": " نيمتوا؟", "probability": 0.91552734375}, {"start": 3452.58, "end": 3452.84, "word": " حد", "probability": 0.815673828125}, {"start": 3452.84, "end": 3453.06, "word": " بدأ", "probability": 0.64208984375}, {"start": 3453.06, "end": 3454.12, "word": " يحلم؟", "probability": 0.9388427734375}, {"start": 3454.12, "end": 3454.62, "word": " نفسر", "probability": 0.79150390625}, {"start": 3454.62, "end": 3455.04, "word": " الأحلام", "probability": 0.8981119791666666}, {"start": 3455.04, "end": 3455.32, "word": " احنا", "probability": 0.7823893229166666}, {"start": 3455.32, "end": 3457.5, "word": " الآن", "probability": 0.697509765625}, {"start": 3457.5, "end": 3457.92, "word": " ال", "probability": 0.95703125}, {"start": 3457.92, "end": 3458.26, "word": " manager", "probability": 0.794921875}, {"start": 3458.26, "end": 3458.98, "word": " skills", "probability": 0.8974609375}], "temperature": 1.0}, {"id": 125, "seek": 349392, "start": 3465.18, "end": 3493.92, "text": "الـ Skills اللي هي المهارات، شو يعني مهارة؟ والله عندها مهارة التطريز أو مهارة الرسم، ما هي المهارة؟ المهارة فن، أكتر ما هي علم يعني أنت لما يكون عندك مهارة للقاء، بتكون فنانة في للقاء ومحترفة المهارة هي قدرة تحويل المعرفة إلى فعل", "tokens": [6027, 39184, 27856, 13672, 1829, 39896, 9673, 3224, 9640, 9307, 12399, 13412, 2407, 37495, 22653, 3714, 3224, 9640, 3660, 22807, 16070, 43761, 43242, 11296, 3714, 3224, 9640, 3660, 16712, 9566, 16572, 11622, 34051, 3714, 3224, 9640, 3660, 34892, 38251, 12399, 19446, 39896, 9673, 3224, 9640, 3660, 22807, 9673, 3224, 9640, 3660, 6156, 1863, 12399, 5551, 4117, 2655, 2288, 19446, 39896, 11203, 2304, 37495, 22653, 14739, 2655, 5296, 15042, 7251, 30544, 43242, 4117, 3714, 3224, 9640, 3660, 24976, 4587, 16606, 12399, 39894, 30544, 6156, 1863, 7649, 3660, 8978, 24976, 4587, 16606, 4032, 2304, 33753, 28480, 3660, 9673, 3224, 9640, 3660, 39896, 12174, 3215, 25720, 6055, 5016, 2407, 26895, 9673, 3615, 28480, 3660, 30731, 6156, 30241], "avg_logprob": -0.130434787273407, "compression_ratio": 2.07035175879397, "no_speech_prob": 0.0, "words": [{"start": 3465.18, "end": 3465.4, "word": "الـ", "probability": 0.90576171875}, {"start": 3465.4, "end": 3465.7, "word": " Skills", "probability": 0.59619140625}, {"start": 3465.7, "end": 3465.86, "word": " اللي", "probability": 0.902099609375}, {"start": 3465.86, "end": 3465.98, "word": " هي", "probability": 0.94384765625}, {"start": 3465.98, "end": 3467.14, "word": " المهارات،", "probability": 0.8689453125}, {"start": 3467.14, "end": 3468.02, "word": " شو", "probability": 0.638671875}, {"start": 3468.02, "end": 3468.18, "word": " يعني", "probability": 0.970458984375}, {"start": 3468.18, "end": 3471.04, "word": " مهارة؟", "probability": 0.9775390625}, {"start": 3471.04, "end": 3471.78, "word": " والله", "probability": 0.901123046875}, {"start": 3471.78, "end": 3472.12, "word": " عندها", "probability": 0.976806640625}, {"start": 3472.12, "end": 3472.36, "word": " مهارة", "probability": 0.9656982421875}, {"start": 3472.36, "end": 3473.1, "word": " التطريز", "probability": 0.8189697265625}, {"start": 3473.1, "end": 3473.48, "word": " أو", "probability": 0.8671875}, {"start": 3473.48, "end": 3473.8, "word": " مهارة", "probability": 0.9935302734375}, {"start": 3473.8, "end": 3474.66, "word": " الرسم،", "probability": 0.880859375}, {"start": 3474.66, "end": 3474.8, "word": " ما", "probability": 0.71630859375}, {"start": 3474.8, "end": 3474.86, "word": " هي", "probability": 0.84130859375}, {"start": 3474.86, "end": 3478.82, "word": " المهارة؟", "probability": 0.98798828125}, {"start": 3478.82, "end": 3481.38, "word": " المهارة", "probability": 0.9215087890625}, {"start": 3481.38, "end": 3482.06, "word": " فن،", "probability": 0.9327799479166666}, {"start": 3482.06, "end": 3482.54, "word": " أكتر", "probability": 0.914306640625}, {"start": 3482.54, "end": 3482.64, "word": " ما", "probability": 0.415771484375}, {"start": 3482.64, "end": 3482.74, "word": " هي", "probability": 0.98291015625}, {"start": 3482.74, "end": 3483.0, "word": " علم", "probability": 0.978271484375}, {"start": 3483.0, "end": 3486.46, "word": " يعني", "probability": 0.612548828125}, {"start": 3486.46, "end": 3486.6, "word": " أنت", "probability": 0.519775390625}, {"start": 3486.6, "end": 3486.76, "word": " لما", "probability": 0.88232421875}, {"start": 3486.76, "end": 3486.94, "word": " يكون", "probability": 0.9423828125}, {"start": 3486.94, "end": 3487.22, "word": " عندك", "probability": 0.9970703125}, {"start": 3487.22, "end": 3487.5, "word": " مهارة", "probability": 0.9298095703125}, {"start": 3487.5, "end": 3488.1, "word": " للقاء،", "probability": 0.83013916015625}, {"start": 3488.1, "end": 3488.36, "word": " بتكون", "probability": 0.855224609375}, {"start": 3488.36, "end": 3488.82, "word": " فنانة", "probability": 0.9385986328125}, {"start": 3488.82, "end": 3488.92, "word": " في", "probability": 0.94287109375}, {"start": 3488.92, "end": 3489.24, "word": " للقاء", "probability": 0.7472737630208334}, {"start": 3489.24, "end": 3490.02, "word": " ومحترفة", "probability": 0.93779296875}, {"start": 3490.02, "end": 3491.88, "word": " المهارة", "probability": 0.9793701171875}, {"start": 3491.88, "end": 3492.0, "word": " هي", "probability": 0.9697265625}, {"start": 3492.0, "end": 3492.38, "word": " قدرة", "probability": 0.9368489583333334}, {"start": 3492.38, "end": 3492.78, "word": " تحويل", "probability": 0.958251953125}, {"start": 3492.78, "end": 3493.32, "word": " المعرفة", "probability": 0.9954833984375}, {"start": 3493.32, "end": 3493.48, "word": " إلى", "probability": 0.9755859375}, {"start": 3493.48, "end": 3493.92, "word": " فعل", "probability": 0.98193359375}], "temperature": 1.0}, {"id": 126, "seek": 352335, "start": 3494.57, "end": 3523.35, "text": "بأداء متميز زي اللي ما نقول فلانة ذاكية معناها مش عندها مهارات، بدكأ إذا المدير المهر هو المدير اللي بيحول معرفة في مخه إلى أفعال متميزة، ماشي، هذه بسميها skills عندنا المهارات مع بعض، طبعا هم كتير", "tokens": [3555, 10721, 3215, 16606, 44650, 2304, 1829, 11622, 30767, 1829, 13672, 1829, 19446, 8717, 39648, 6156, 1211, 7649, 3660, 29910, 995, 4117, 10632, 20449, 8315, 11296, 37893, 43242, 11296, 3714, 3224, 9640, 9307, 12399, 47525, 4117, 10721, 11933, 15730, 9673, 3215, 13546, 9673, 3224, 2288, 31439, 9673, 3215, 13546, 13672, 1829, 4724, 1829, 5016, 12610, 20449, 28480, 3660, 8978, 3714, 9778, 3224, 30731, 5551, 5172, 3615, 6027, 44650, 2304, 1829, 11622, 3660, 12399, 3714, 33599, 1829, 12399, 29538, 4724, 38251, 1829, 11296, 3942, 43242, 8315, 9673, 3224, 9640, 9307, 20449, 45030, 11242, 12399, 23032, 3555, 3615, 995, 8032, 2304, 9122, 2655, 13546], "avg_logprob": -0.19341626213592233, "compression_ratio": 1.7688442211055277, "no_speech_prob": 0.0, "words": [{"start": 3494.57, "end": 3495.05, "word": "بأداء", "probability": 0.7835693359375}, {"start": 3495.05, "end": 3495.65, "word": " متميز", "probability": 0.9117431640625}, {"start": 3495.65, "end": 3499.31, "word": " زي", "probability": 0.7470703125}, {"start": 3499.31, "end": 3499.41, "word": " اللي", "probability": 0.83154296875}, {"start": 3499.41, "end": 3499.51, "word": " ما", "probability": 0.19140625}, {"start": 3499.51, "end": 3499.69, "word": " نقول", "probability": 0.9453125}, {"start": 3499.69, "end": 3500.25, "word": " فلانة", "probability": 0.9163818359375}, {"start": 3500.25, "end": 3500.77, "word": " ذاكية", "probability": 0.82275390625}, {"start": 3500.77, "end": 3504.65, "word": " معناها", "probability": 0.587158203125}, {"start": 3504.65, "end": 3505.21, "word": " مش", "probability": 0.123779296875}, {"start": 3505.21, "end": 3505.45, "word": " عندها", "probability": 0.952392578125}, {"start": 3505.45, "end": 3506.23, "word": " مهارات،", "probability": 0.8611328125}, {"start": 3506.23, "end": 3507.55, "word": " بدكأ", "probability": 0.6258138020833334}, {"start": 3507.55, "end": 3510.75, "word": " إذا", "probability": 0.814697265625}, {"start": 3510.75, "end": 3511.13, "word": " المدير", "probability": 0.9825846354166666}, {"start": 3511.13, "end": 3511.55, "word": " المهر", "probability": 0.8771158854166666}, {"start": 3511.55, "end": 3511.67, "word": " هو", "probability": 0.9697265625}, {"start": 3511.67, "end": 3512.01, "word": " المدير", "probability": 0.990234375}, {"start": 3512.01, "end": 3512.11, "word": " اللي", "probability": 0.9560546875}, {"start": 3512.11, "end": 3512.53, "word": " بيحول", "probability": 0.86767578125}, {"start": 3512.53, "end": 3512.97, "word": " معرفة", "probability": 0.8356119791666666}, {"start": 3512.97, "end": 3513.07, "word": " في", "probability": 0.90234375}, {"start": 3513.07, "end": 3513.43, "word": " مخه", "probability": 0.9803059895833334}, {"start": 3513.43, "end": 3513.61, "word": " إلى", "probability": 0.845703125}, {"start": 3513.61, "end": 3514.17, "word": " أفعال", "probability": 0.9921875}, {"start": 3514.17, "end": 3516.65, "word": " متميزة،", "probability": 0.8611653645833334}, {"start": 3516.65, "end": 3517.19, "word": " ماشي،", "probability": 0.79522705078125}, {"start": 3517.19, "end": 3517.31, "word": " هذه", "probability": 0.76953125}, {"start": 3517.31, "end": 3517.97, "word": " بسميها", "probability": 0.956298828125}, {"start": 3517.97, "end": 3518.83, "word": " skills", "probability": 0.58642578125}, {"start": 3518.83, "end": 3520.69, "word": " عندنا", "probability": 0.761474609375}, {"start": 3520.69, "end": 3521.33, "word": " المهارات", "probability": 0.9932861328125}, {"start": 3521.33, "end": 3521.49, "word": " مع", "probability": 0.99365234375}, {"start": 3521.49, "end": 3522.39, "word": " بعض،", "probability": 0.9060872395833334}, {"start": 3522.39, "end": 3522.57, "word": " طبعا", "probability": 0.957763671875}, {"start": 3522.57, "end": 3522.79, "word": " هم", "probability": 0.84423828125}, {"start": 3522.79, "end": 3523.35, "word": " كتير", "probability": 0.9558919270833334}], "temperature": 1.0}, {"id": 127, "seek": 355310, "start": 3525.98, "end": 3553.1, "text": "لنشوف مع بعضه هو أكتر من كده لعيننا مهارة فنية مهارة إنسانية ومهارة إدراكية ما المقصود بالمهارة الفنية أنه إنت تستخدم علمك لخدمتك وتطويرك فالمهارة الفنية استخدام المعرفة هو الخبرة لأداء مهمة وعينة الأن طبيب", "tokens": [1211, 1863, 8592, 38688, 20449, 45030, 11242, 3224, 31439, 5551, 4117, 2655, 2288, 9154, 9122, 3215, 3224, 5296, 3615, 9957, 8315, 3714, 3224, 9640, 3660, 6156, 1863, 10632, 3714, 3224, 9640, 3660, 36145, 3794, 7649, 10632, 4032, 2304, 3224, 9640, 3660, 11933, 3215, 23557, 4117, 10632, 19446, 9673, 4587, 9381, 23328, 20666, 2304, 3224, 9640, 3660, 27188, 1863, 10632, 14739, 3224, 11933, 29399, 6055, 14851, 9778, 40448, 11203, 2304, 4117, 5296, 9778, 40448, 2655, 4117, 34683, 9566, 2407, 13546, 4117, 6156, 45340, 3224, 9640, 3660, 27188, 1863, 10632, 44713, 9778, 3215, 10943, 9673, 3615, 28480, 3660, 31439, 33962, 3555, 25720, 5296, 10721, 3215, 16606, 3714, 16095, 3660, 4032, 3615, 9957, 3660, 16247, 1863, 23032, 21292, 3555], "avg_logprob": -0.18482905371576294, "compression_ratio": 1.9790575916230366, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 3525.98, "end": 3526.64, "word": "لنشوف", "probability": 0.780120849609375}, {"start": 3526.64, "end": 3526.74, "word": " مع", "probability": 0.970703125}, {"start": 3526.74, "end": 3527.4, "word": " بعضه", "probability": 0.7685546875}, {"start": 3527.4, "end": 3527.9, "word": " هو", "probability": 0.3408203125}, {"start": 3527.9, "end": 3528.18, "word": " أكتر", "probability": 0.89404296875}, {"start": 3528.18, "end": 3528.34, "word": " من", "probability": 0.9921875}, {"start": 3528.34, "end": 3528.68, "word": " كده", "probability": 0.85888671875}, {"start": 3528.68, "end": 3529.96, "word": " لعيننا", "probability": 0.66827392578125}, {"start": 3529.96, "end": 3530.34, "word": " مهارة", "probability": 0.9420166015625}, {"start": 3530.34, "end": 3530.92, "word": " فنية", "probability": 0.9765625}, {"start": 3530.92, "end": 3533.18, "word": " مهارة", "probability": 0.906982421875}, {"start": 3533.18, "end": 3533.86, "word": " إنسانية", "probability": 0.923828125}, {"start": 3533.86, "end": 3534.72, "word": " ومهارة", "probability": 0.88916015625}, {"start": 3534.72, "end": 3535.5, "word": " إدراكية", "probability": 0.9798828125}, {"start": 3535.5, "end": 3537.56, "word": " ما", "probability": 0.495849609375}, {"start": 3537.56, "end": 3538.18, "word": " المقصود", "probability": 0.9735107421875}, {"start": 3538.18, "end": 3538.72, "word": " بالمهارة", "probability": 0.98740234375}, {"start": 3538.72, "end": 3539.22, "word": " الفنية", "probability": 0.9908854166666666}, {"start": 3539.22, "end": 3541.6, "word": " أنه", "probability": 0.600341796875}, {"start": 3541.6, "end": 3541.76, "word": " إنت", "probability": 0.47509765625}, {"start": 3541.76, "end": 3542.28, "word": " تستخدم", "probability": 0.9786376953125}, {"start": 3542.28, "end": 3542.88, "word": " علمك", "probability": 0.9241536458333334}, {"start": 3542.88, "end": 3543.9, "word": " لخدمتك", "probability": 0.97685546875}, {"start": 3543.9, "end": 3544.84, "word": " وتطويرك", "probability": 0.88154296875}, {"start": 3544.84, "end": 3545.56, "word": " فالمهارة", "probability": 0.854052734375}, {"start": 3545.56, "end": 3546.24, "word": " الفنية", "probability": 0.99072265625}, {"start": 3546.24, "end": 3547.76, "word": " استخدام", "probability": 0.947998046875}, {"start": 3547.76, "end": 3548.32, "word": " المعرفة", "probability": 0.9852294921875}, {"start": 3548.32, "end": 3548.48, "word": " هو", "probability": 0.69140625}, {"start": 3548.48, "end": 3548.88, "word": " الخبرة", "probability": 0.8956705729166666}, {"start": 3548.88, "end": 3549.3, "word": " لأداء", "probability": 0.7161865234375}, {"start": 3549.3, "end": 3549.66, "word": " مهمة", "probability": 0.7996419270833334}, {"start": 3549.66, "end": 3550.66, "word": " وعينة", "probability": 0.7923583984375}, {"start": 3550.66, "end": 3552.62, "word": " الأن", "probability": 0.52777099609375}, {"start": 3552.62, "end": 3553.1, "word": " طبيب", "probability": 0.97802734375}], "temperature": 1.0}, {"id": 128, "seek": 358202, "start": 3553.54, "end": 3582.02, "text": "بدي أعمل عملية لازم يكون عنده مهارة فنية يعرف كيف تستوي العملية النوع التاني مهارة إنسانية أنا إنسان القدرة على التعامل مع البشر بعض الأوقات للأسف بتلاقي أن المدير متكبر وشايف نفسه علاش متكبر ان شاء الله قليل شوي لأن هذا ماعنده مهارة إنسانية", "tokens": [3555, 16254, 5551, 25957, 1211, 6225, 42213, 10632, 5296, 31377, 2304, 7251, 30544, 43242, 3224, 3714, 3224, 9640, 3660, 6156, 1863, 10632, 37495, 28480, 9122, 33911, 6055, 14851, 45865, 18863, 42213, 10632, 28239, 45367, 16712, 7649, 1829, 3714, 3224, 9640, 3660, 36145, 3794, 7649, 10632, 41850, 36145, 3794, 7649, 25062, 3215, 25720, 15844, 16712, 3615, 10943, 1211, 20449, 29739, 46309, 45030, 11242, 16247, 30543, 9307, 24976, 10721, 3794, 5172, 39894, 15040, 38436, 14739, 9673, 3215, 13546, 44650, 4117, 26890, 4032, 8592, 995, 33911, 8717, 36178, 3224, 11203, 33599, 44650, 4117, 26890, 16472, 13412, 16606, 21984, 12174, 20292, 1211, 13412, 45865, 5296, 33456, 23758, 19446, 3615, 41260, 3224, 3714, 3224, 9640, 3660, 36145, 3794, 7649, 10632], "avg_logprob": -0.16985452894506783, "compression_ratio": 2.041860465116279, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 3553.54, "end": 3553.84, "word": "بدي", "probability": 0.40185546875}, {"start": 3553.84, "end": 3554.02, "word": " أعمل", "probability": 0.8123372395833334}, {"start": 3554.02, "end": 3554.48, "word": " عملية", "probability": 0.9832356770833334}, {"start": 3554.48, "end": 3555.4, "word": " لازم", "probability": 0.8857421875}, {"start": 3555.4, "end": 3555.54, "word": " يكون", "probability": 0.89990234375}, {"start": 3555.54, "end": 3555.78, "word": " عنده", "probability": 0.976318359375}, {"start": 3555.78, "end": 3556.06, "word": " مهارة", "probability": 0.982666015625}, {"start": 3556.06, "end": 3556.36, "word": " فنية", "probability": 0.9796549479166666}, {"start": 3556.36, "end": 3556.56, "word": " يعرف", "probability": 0.6314697265625}, {"start": 3556.56, "end": 3556.74, "word": " كيف", "probability": 0.962646484375}, {"start": 3556.74, "end": 3556.98, "word": " تستوي", "probability": 0.6785481770833334}, {"start": 3556.98, "end": 3557.38, "word": " العملية", "probability": 0.9814453125}, {"start": 3557.38, "end": 3559.16, "word": " النوع", "probability": 0.96142578125}, {"start": 3559.16, "end": 3559.74, "word": " التاني", "probability": 0.8719075520833334}, {"start": 3559.74, "end": 3561.1, "word": " مهارة", "probability": 0.9637451171875}, {"start": 3561.1, "end": 3561.94, "word": " إنسانية", "probability": 0.93505859375}, {"start": 3561.94, "end": 3562.88, "word": " أنا", "probability": 0.72900390625}, {"start": 3562.88, "end": 3563.56, "word": " إنسان", "probability": 0.94189453125}, {"start": 3563.56, "end": 3564.98, "word": " القدرة", "probability": 0.9632161458333334}, {"start": 3564.98, "end": 3566.34, "word": " على", "probability": 0.728515625}, {"start": 3566.34, "end": 3566.8, "word": " التعامل", "probability": 0.9906005859375}, {"start": 3566.8, "end": 3566.94, "word": " مع", "probability": 0.98828125}, {"start": 3566.94, "end": 3567.42, "word": " البشر", "probability": 0.989501953125}, {"start": 3567.42, "end": 3570.32, "word": " بعض", "probability": 0.9345703125}, {"start": 3570.32, "end": 3570.74, "word": " الأوقات", "probability": 0.9879557291666666}, {"start": 3570.74, "end": 3571.24, "word": " للأسف", "probability": 0.97900390625}, {"start": 3571.24, "end": 3571.84, "word": " بتلاقي", "probability": 0.9539388020833334}, {"start": 3571.84, "end": 3572.18, "word": " أن", "probability": 0.5234375}, {"start": 3572.18, "end": 3574.4, "word": " المدير", "probability": 0.8816731770833334}, {"start": 3574.4, "end": 3576.62, "word": " متكبر", "probability": 0.95703125}, {"start": 3576.62, "end": 3576.96, "word": " وشايف", "probability": 0.60552978515625}, {"start": 3576.96, "end": 3577.92, "word": " نفسه", "probability": 0.99462890625}, {"start": 3577.92, "end": 3578.5, "word": " علاش", "probability": 0.5029296875}, {"start": 3578.5, "end": 3578.96, "word": " متكبر", "probability": 0.9217122395833334}, {"start": 3578.96, "end": 3579.1, "word": " ان", "probability": 0.7236328125}, {"start": 3579.1, "end": 3579.28, "word": " شاء", "probability": 0.91357421875}, {"start": 3579.28, "end": 3579.32, "word": " الله", "probability": 0.96630859375}, {"start": 3579.32, "end": 3579.5, "word": " قليل", "probability": 0.647705078125}, {"start": 3579.5, "end": 3579.96, "word": " شوي", "probability": 0.5408935546875}, {"start": 3579.96, "end": 3580.72, "word": " لأن", "probability": 0.5147705078125}, {"start": 3580.72, "end": 3580.88, "word": " هذا", "probability": 0.78662109375}, {"start": 3580.88, "end": 3581.32, "word": " ماعنده", "probability": 0.83642578125}, {"start": 3581.32, "end": 3581.62, "word": " مهارة", "probability": 0.993896484375}, {"start": 3581.62, "end": 3582.02, "word": " إنسانية", "probability": 0.9637451171875}], "temperature": 1.0}, {"id": 129, "seek": 360857, "start": 3583.59, "end": 3608.57, "text": "أو موظف جاي مستعجل بدي ياخد إذن زوجته في المستشفى كذا وماحسش فيه قال روح على مكتبك هذه اسمها مهارة إيش؟ ماعندوش مهارة إنسانية الإنسانية من اسم الشعور بالاخري مهارة إدراكية اللي هو التفكير و القدرة على حل المشاكل بالإدراك هذا بنجيبها من المخ أو من العقل إذا علنا تلات أنواع المهارات", "tokens": [10721, 2407, 3714, 2407, 19913, 5172, 10874, 47302, 3714, 14851, 3615, 7435, 1211, 4724, 16254, 7251, 47283, 3215, 11933, 8848, 1863, 30767, 29245, 47395, 8978, 9673, 14851, 8592, 5172, 7578, 9122, 15730, 4032, 15042, 5016, 3794, 8592, 8978, 3224, 50239, 12602, 2407, 5016, 15844, 3714, 4117, 2655, 3555, 4117, 29538, 24525, 2304, 11296, 3714, 3224, 9640, 3660, 11933, 1829, 8592, 22807, 19446, 3615, 41260, 2407, 8592, 3714, 3224, 9640, 3660, 36145, 3794, 7649, 10632, 33688, 1863, 3794, 7649, 10632, 9154, 24525, 2304, 25124, 3615, 13063, 20666, 47283, 16572, 3714, 3224, 9640, 3660, 11933, 3215, 23557, 4117, 10632, 13672, 1829, 31439, 16712, 5172, 4117, 13546, 4032, 25062, 3215, 25720, 15844, 11331, 1211, 9673, 8592, 995, 28820, 20666, 28814, 3215, 23557, 4117, 23758, 44945, 7435, 1829, 3555, 11296, 9154, 9673, 9778, 34051, 9154, 18863, 4587, 1211, 11933, 15730, 11203, 8315, 6055, 1211, 9307, 14739, 14407, 3615, 9673, 3224, 9640, 9307], "avg_logprob": -0.17250420143140244, "compression_ratio": 2.0118110236220472, "no_speech_prob": 0.0, "words": [{"start": 3583.59, "end": 3583.89, "word": "أو", "probability": 0.980224609375}, {"start": 3583.89, "end": 3584.45, "word": " موظف", "probability": 0.9810791015625}, {"start": 3584.45, "end": 3584.67, "word": " جاي", "probability": 0.77001953125}, {"start": 3584.67, "end": 3585.21, "word": " مستعجل", "probability": 0.877392578125}, {"start": 3585.21, "end": 3585.41, "word": " بدي", "probability": 0.5208740234375}, {"start": 3585.41, "end": 3585.73, "word": " ياخد", "probability": 0.90869140625}, {"start": 3585.73, "end": 3586.03, "word": " إذن", "probability": 0.8001302083333334}, {"start": 3586.03, "end": 3586.39, "word": " زوجته", "probability": 0.94287109375}, {"start": 3586.39, "end": 3586.51, "word": " في", "probability": 0.91748046875}, {"start": 3586.51, "end": 3587.01, "word": " المستشفى", "probability": 0.96552734375}, {"start": 3587.01, "end": 3587.41, "word": " كذا", "probability": 0.726318359375}, {"start": 3587.41, "end": 3588.47, "word": " وماحسش", "probability": 0.80712890625}, {"start": 3588.47, "end": 3589.05, "word": " فيه", "probability": 0.98046875}, {"start": 3589.05, "end": 3589.71, "word": " قال", "probability": 0.6689453125}, {"start": 3589.71, "end": 3589.97, "word": " روح", "probability": 0.7227376302083334}, {"start": 3589.97, "end": 3590.07, "word": " على", "probability": 0.26806640625}, {"start": 3590.07, "end": 3590.65, "word": " مكتبك", "probability": 0.99296875}, {"start": 3590.65, "end": 3591.75, "word": " هذه", "probability": 0.27880859375}, {"start": 3591.75, "end": 3592.03, "word": " اسمها", "probability": 0.8733723958333334}, {"start": 3592.03, "end": 3592.39, "word": " مهارة", "probability": 0.9439697265625}, {"start": 3592.39, "end": 3592.93, "word": " إيش؟", "probability": 0.6746826171875}, {"start": 3592.93, "end": 3593.41, "word": " ماعندوش", "probability": 0.91728515625}, {"start": 3593.41, "end": 3593.67, "word": " مهارة", "probability": 0.9892578125}, {"start": 3593.67, "end": 3594.11, "word": " إنسانية", "probability": 0.9404296875}, {"start": 3594.11, "end": 3595.39, "word": " الإنسانية", "probability": 0.9484375}, {"start": 3595.39, "end": 3595.53, "word": " من", "probability": 0.9326171875}, {"start": 3595.53, "end": 3595.79, "word": " اسم", "probability": 0.727783203125}, {"start": 3595.79, "end": 3596.09, "word": " الشعور", "probability": 0.9588216145833334}, {"start": 3596.09, "end": 3596.71, "word": " بالاخري", "probability": 0.76904296875}, {"start": 3596.71, "end": 3598.07, "word": " مهارة", "probability": 0.9866943359375}, {"start": 3598.07, "end": 3598.57, "word": " إدراكية", "probability": 0.9796875}, {"start": 3598.57, "end": 3598.67, "word": " اللي", "probability": 0.903076171875}, {"start": 3598.67, "end": 3598.75, "word": " هو", "probability": 0.98388671875}, {"start": 3598.75, "end": 3599.37, "word": " التفكير", "probability": 0.996826171875}, {"start": 3599.37, "end": 3601.39, "word": " و", "probability": 0.402099609375}, {"start": 3601.39, "end": 3601.81, "word": " القدرة", "probability": 0.86767578125}, {"start": 3601.81, "end": 3601.93, "word": " على", "probability": 0.62158203125}, {"start": 3601.93, "end": 3602.11, "word": " حل", "probability": 0.85009765625}, {"start": 3602.11, "end": 3602.81, "word": " المشاكل", "probability": 0.9923095703125}, {"start": 3602.81, "end": 3604.33, "word": " بالإدراك", "probability": 0.9728515625}, {"start": 3604.33, "end": 3604.47, "word": " هذا", "probability": 0.31787109375}, {"start": 3604.47, "end": 3604.83, "word": " بنجيبها", "probability": 0.85068359375}, {"start": 3604.83, "end": 3604.91, "word": " من", "probability": 0.9794921875}, {"start": 3604.91, "end": 3605.19, "word": " المخ", "probability": 0.971923828125}, {"start": 3605.19, "end": 3605.33, "word": " أو", "probability": 0.8349609375}, {"start": 3605.33, "end": 3605.47, "word": " من", "probability": 0.77197265625}, {"start": 3605.47, "end": 3605.87, "word": " العقل", "probability": 0.9820963541666666}, {"start": 3605.87, "end": 3606.83, "word": " إذا", "probability": 0.624755859375}, {"start": 3606.83, "end": 3607.13, "word": " علنا", "probability": 0.463134765625}, {"start": 3607.13, "end": 3607.51, "word": " تلات", "probability": 0.8478190104166666}, {"start": 3607.51, "end": 3607.87, "word": " أنواع", "probability": 0.9586588541666666}, {"start": 3607.87, "end": 3608.57, "word": " المهارات", "probability": 0.977783203125}], "temperature": 1.0}, {"id": 130, "seek": 363715, "start": 3614.27, "end": 3637.15, "text": "مهارة ألف عين إدارة عليا، ألف راوء إدارة وسط، ألف دال إدارة دونية مهارة فنية، مهارة إنسانية، مهارة إدراكية مين طالب شطورة تطلع ترسم هذه المستويات الإدارية تعرفش راح نعمل كيف بتكون ترتيب المهارات هنا؟", "tokens": [2304, 3224, 9640, 3660, 5551, 46538, 6225, 9957, 11933, 3215, 9640, 3660, 6225, 20292, 995, 12399, 5551, 46538, 12602, 995, 2407, 38207, 11933, 3215, 9640, 3660, 46952, 9566, 12399, 5551, 46538, 11778, 6027, 11933, 3215, 9640, 3660, 11778, 11536, 10632, 3714, 3224, 9640, 3660, 6156, 1863, 10632, 12399, 3714, 3224, 9640, 3660, 36145, 3794, 7649, 10632, 12399, 3714, 3224, 9640, 3660, 11933, 3215, 23557, 4117, 10632, 3714, 9957, 23032, 6027, 3555, 13412, 9566, 13063, 3660, 6055, 9566, 1211, 3615, 6055, 2288, 38251, 29538, 9673, 14851, 45865, 9307, 33688, 3215, 9640, 10632, 37279, 28480, 8592, 12602, 39319, 8717, 25957, 1211, 9122, 33911, 39894, 30544, 6055, 2288, 31371, 3555, 9673, 3224, 9640, 9307, 34105, 22807], "avg_logprob": -0.20888158116947142, "compression_ratio": 2.0335195530726256, "no_speech_prob": 0.0, "words": [{"start": 3614.27, "end": 3615.21, "word": "مهارة", "probability": 0.9840087890625}, {"start": 3615.21, "end": 3616.19, "word": " ألف", "probability": 0.58355712890625}, {"start": 3616.19, "end": 3616.39, "word": " عين", "probability": 0.86474609375}, {"start": 3616.39, "end": 3616.61, "word": " إدارة", "probability": 0.929931640625}, {"start": 3616.61, "end": 3617.09, "word": " عليا،", "probability": 0.63507080078125}, {"start": 3617.09, "end": 3617.33, "word": " ألف", "probability": 0.9287109375}, {"start": 3617.33, "end": 3617.55, "word": " راوء", "probability": 0.51739501953125}, {"start": 3617.55, "end": 3617.71, "word": " إدارة", "probability": 0.9925537109375}, {"start": 3617.71, "end": 3618.09, "word": " وسط،", "probability": 0.7513834635416666}, {"start": 3618.09, "end": 3618.25, "word": " ألف", "probability": 0.897216796875}, {"start": 3618.25, "end": 3618.47, "word": " دال", "probability": 0.6781005859375}, {"start": 3618.47, "end": 3618.79, "word": " إدارة", "probability": 0.9248046875}, {"start": 3618.79, "end": 3619.13, "word": " دونية", "probability": 0.6810709635416666}, {"start": 3619.13, "end": 3620.49, "word": " مهارة", "probability": 0.9140625}, {"start": 3620.49, "end": 3621.37, "word": " فنية،", "probability": 0.9735107421875}, {"start": 3621.37, "end": 3621.67, "word": " مهارة", "probability": 0.9898681640625}, {"start": 3621.67, "end": 3622.57, "word": " إنسانية،", "probability": 0.9783203125}, {"start": 3622.57, "end": 3623.11, "word": " مهارة", "probability": 0.9925537109375}, {"start": 3623.11, "end": 3623.89, "word": " إدراكية", "probability": 0.979296875}, {"start": 3623.89, "end": 3625.03, "word": " مين", "probability": 0.781005859375}, {"start": 3625.03, "end": 3625.31, "word": " طالب", "probability": 0.9264322916666666}, {"start": 3625.31, "end": 3625.93, "word": " شطورة", "probability": 0.8466796875}, {"start": 3625.93, "end": 3626.47, "word": " تطلع", "probability": 0.9864501953125}, {"start": 3626.47, "end": 3627.07, "word": " ترسم", "probability": 0.8899739583333334}, {"start": 3627.07, "end": 3627.45, "word": " هذه", "probability": 0.705078125}, {"start": 3627.45, "end": 3627.95, "word": " المستويات", "probability": 0.8895263671875}, {"start": 3627.95, "end": 3628.53, "word": " الإدارية", "probability": 0.9918212890625}, {"start": 3628.53, "end": 3629.31, "word": " تعرفش", "probability": 0.3688151041666667}, {"start": 3629.31, "end": 3629.45, "word": " راح", "probability": 0.6260986328125}, {"start": 3629.45, "end": 3630.17, "word": " نعمل", "probability": 0.7318522135416666}, {"start": 3630.17, "end": 3633.13, "word": " كيف", "probability": 0.828125}, {"start": 3633.13, "end": 3633.87, "word": " بتكون", "probability": 0.6844482421875}, {"start": 3633.87, "end": 3635.49, "word": " ترتيب", "probability": 0.969482421875}, {"start": 3635.49, "end": 3636.63, "word": " المهارات", "probability": 0.9974365234375}, {"start": 3636.63, "end": 3637.15, "word": " هنا؟", "probability": 0.9794921875}], "temperature": 1.0}, {"id": 131, "seek": 367642, "start": 3648.14, "end": 3676.42, "text": "طبعاً هم هيتفاوتوا في الإدارة العليا غير الإدارة الوسطى غير الإدارة الدنيا مش هيكونوا زي بعض تفضلي معانا محاولة إدارة العليا تحتاج أكتر حاجة للتفكير اسمي لنا يا أنتي أيوة إدراكية إدراكية ممتازة", "tokens": [9566, 3555, 3615, 995, 14111, 8032, 2304, 8032, 36081, 5172, 995, 35473, 14407, 8978, 33688, 3215, 9640, 3660, 18863, 20292, 995, 32771, 13546, 33688, 3215, 9640, 3660, 2423, 41779, 9566, 7578, 32771, 13546, 33688, 3215, 9640, 3660, 32748, 22653, 995, 37893, 39896, 30544, 14407, 30767, 1829, 45030, 11242, 6055, 5172, 11242, 20292, 20449, 7649, 995, 3714, 5016, 995, 12610, 3660, 11933, 3215, 9640, 3660, 18863, 20292, 995, 6055, 33753, 26108, 5551, 4117, 2655, 2288, 11331, 26108, 3660, 24976, 2655, 5172, 4117, 13546, 24525, 2304, 1829, 5296, 8315, 35186, 14739, 31371, 36632, 2407, 3660, 11933, 3215, 23557, 4117, 10632, 11933, 3215, 23557, 4117, 10632, 3714, 2304, 2655, 31377, 3660], "avg_logprob": -0.1768922062095152, "compression_ratio": 2.058139534883721, "no_speech_prob": 5.960464477539062e-07, "words": [{"start": 3648.14, "end": 3648.48, "word": "طبعاً", "probability": 0.8126953125}, {"start": 3648.48, "end": 3648.6, "word": " هم", "probability": 0.8505859375}, {"start": 3648.6, "end": 3649.3, "word": " هيتفاوتوا", "probability": 0.8534342447916666}, {"start": 3649.3, "end": 3649.4, "word": " في", "probability": 0.86572265625}, {"start": 3649.4, "end": 3649.74, "word": " الإدارة", "probability": 0.8790283203125}, {"start": 3649.74, "end": 3650.02, "word": " العليا", "probability": 0.8548177083333334}, {"start": 3650.02, "end": 3650.18, "word": " غير", "probability": 0.801513671875}, {"start": 3650.18, "end": 3650.38, "word": " الإدارة", "probability": 0.8575439453125}, {"start": 3650.38, "end": 3650.7, "word": " الوسطى", "probability": 0.78741455078125}, {"start": 3650.7, "end": 3650.82, "word": " غير", "probability": 0.84716796875}, {"start": 3650.82, "end": 3651.0, "word": " الإدارة", "probability": 0.9033203125}, {"start": 3651.0, "end": 3651.4, "word": " الدنيا", "probability": 0.9513346354166666}, {"start": 3651.4, "end": 3652.42, "word": " مش", "probability": 0.84326171875}, {"start": 3652.42, "end": 3652.76, "word": " هيكونوا", "probability": 0.8678385416666666}, {"start": 3652.76, "end": 3652.92, "word": " زي", "probability": 0.850830078125}, {"start": 3652.92, "end": 3653.22, "word": " بعض", "probability": 0.99365234375}, {"start": 3653.22, "end": 3656.8, "word": " تفضلي", "probability": 0.78594970703125}, {"start": 3656.8, "end": 3657.86, "word": " معانا", "probability": 0.9339192708333334}, {"start": 3657.86, "end": 3659.42, "word": " محاولة", "probability": 0.9935546875}, {"start": 3659.42, "end": 3661.86, "word": " إدارة", "probability": 0.82244873046875}, {"start": 3661.86, "end": 3662.16, "word": " العليا", "probability": 0.9334309895833334}, {"start": 3662.16, "end": 3662.52, "word": " تحتاج", "probability": 0.7069498697916666}, {"start": 3662.52, "end": 3662.78, "word": " أكتر", "probability": 0.9659423828125}, {"start": 3662.78, "end": 3663.06, "word": " حاجة", "probability": 0.9923502604166666}, {"start": 3663.06, "end": 3663.6, "word": " للتفكير", "probability": 0.9666015625}, {"start": 3663.6, "end": 3664.06, "word": " اسمي", "probability": 0.6012369791666666}, {"start": 3664.06, "end": 3664.18, "word": " لنا", "probability": 0.806884765625}, {"start": 3664.18, "end": 3664.3, "word": " يا", "probability": 0.8798828125}, {"start": 3664.3, "end": 3664.52, "word": " أنتي", "probability": 0.4757080078125}, {"start": 3664.52, "end": 3666.66, "word": " أيوة", "probability": 0.8942057291666666}, {"start": 3666.66, "end": 3672.18, "word": " إدراكية", "probability": 0.95966796875}, {"start": 3672.18, "end": 3672.94, "word": " إدراكية", "probability": 0.8953125}, {"start": 3672.94, "end": 3676.42, "word": " ممتازة", "probability": 0.9642578125}], "temperature": 1.0}, {"id": 132, "seek": 370041, "start": 3678.57, "end": 3700.41, "text": "المصطفى تحتاج المهارة الفنية، المهارة الإنسانية، القدرة على التعامل مع البشر، والدارة الدنيا تحتاج المهارة الفنية. ممتاز، الأن يا أخوات التلاتة لازم يكونوا موجودين في كل مستوى، لكن مش بنفس الدرجة، شكرا يا أنتي، بارك الله فيك.", "tokens": [45340, 9381, 9566, 5172, 7578, 6055, 33753, 26108, 9673, 3224, 9640, 3660, 27188, 1863, 10632, 12399, 9673, 3224, 9640, 3660, 33688, 1863, 3794, 7649, 10632, 12399, 25062, 3215, 25720, 15844, 16712, 3615, 10943, 1211, 20449, 29739, 46309, 12399, 16070, 3215, 9640, 3660, 32748, 22653, 995, 6055, 33753, 26108, 9673, 3224, 9640, 3660, 27188, 1863, 10632, 13, 3714, 2304, 2655, 31377, 12399, 16247, 1863, 35186, 5551, 9778, 2407, 9307, 16712, 1211, 9307, 3660, 5296, 31377, 2304, 7251, 30544, 14407, 3714, 29245, 23328, 9957, 8978, 28242, 3714, 14851, 2407, 7578, 12399, 44381, 37893, 44945, 36178, 32748, 47341, 3660, 12399, 13412, 4117, 23557, 35186, 14739, 31371, 12399, 4724, 9640, 4117, 21984, 8978, 4117, 13], "avg_logprob": -0.1976841576397419, "compression_ratio": 2.0295566502463056, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3678.57, "end": 3679.25, "word": "المصطفى", "probability": 0.71767578125}, {"start": 3679.25, "end": 3679.93, "word": " تحتاج", "probability": 0.7242024739583334}, {"start": 3679.93, "end": 3680.75, "word": " المهارة", "probability": 0.912841796875}, {"start": 3680.75, "end": 3681.87, "word": " الفنية،", "probability": 0.80078125}, {"start": 3681.87, "end": 3683.21, "word": " المهارة", "probability": 0.81103515625}, {"start": 3683.21, "end": 3683.91, "word": " الإنسانية،", "probability": 0.8922526041666666}, {"start": 3683.91, "end": 3684.25, "word": " القدرة", "probability": 0.712158203125}, {"start": 3684.25, "end": 3684.37, "word": " على", "probability": 0.93115234375}, {"start": 3684.37, "end": 3684.63, "word": " التعامل", "probability": 0.9688720703125}, {"start": 3684.63, "end": 3684.77, "word": " مع", "probability": 0.98876953125}, {"start": 3684.77, "end": 3686.83, "word": " البشر،", "probability": 0.8033854166666666}, {"start": 3686.83, "end": 3690.37, "word": " والدارة", "probability": 0.8155517578125}, {"start": 3690.37, "end": 3691.35, "word": " الدنيا", "probability": 0.9431966145833334}, {"start": 3691.35, "end": 3691.85, "word": " تحتاج", "probability": 0.9680989583333334}, {"start": 3691.85, "end": 3692.87, "word": " المهارة", "probability": 0.9268798828125}, {"start": 3692.87, "end": 3693.37, "word": " الفنية.", "probability": 0.9908854166666666}, {"start": 3693.75, "end": 3694.43, "word": " ممتاز،", "probability": 0.83095703125}, {"start": 3694.43, "end": 3694.75, "word": " الأن", "probability": 0.606201171875}, {"start": 3694.75, "end": 3694.87, "word": " يا", "probability": 0.9453125}, {"start": 3694.87, "end": 3695.21, "word": " أخوات", "probability": 0.9434814453125}, {"start": 3695.21, "end": 3695.81, "word": " التلاتة", "probability": 0.947998046875}, {"start": 3695.81, "end": 3696.19, "word": " لازم", "probability": 0.94140625}, {"start": 3696.19, "end": 3696.49, "word": " يكونوا", "probability": 0.8225911458333334}, {"start": 3696.49, "end": 3696.87, "word": " موجودين", "probability": 0.943115234375}, {"start": 3696.87, "end": 3697.01, "word": " في", "probability": 0.97607421875}, {"start": 3697.01, "end": 3697.19, "word": " كل", "probability": 0.99169921875}, {"start": 3697.19, "end": 3698.03, "word": " مستوى،", "probability": 0.92041015625}, {"start": 3698.03, "end": 3698.17, "word": " لكن", "probability": 0.9794921875}, {"start": 3698.17, "end": 3698.39, "word": " مش", "probability": 0.8037109375}, {"start": 3698.39, "end": 3698.71, "word": " بنفس", "probability": 0.986083984375}, {"start": 3698.71, "end": 3699.23, "word": " الدرجة،", "probability": 0.9161376953125}, {"start": 3699.23, "end": 3699.51, "word": " شكرا", "probability": 0.9305013020833334}, {"start": 3699.51, "end": 3699.61, "word": " يا", "probability": 0.93798828125}, {"start": 3699.61, "end": 3699.83, "word": " أنتي،", "probability": 0.5464274088541666}, {"start": 3699.83, "end": 3699.97, "word": " بارك", "probability": 0.6671549479166666}, {"start": 3699.97, "end": 3700.11, "word": " الله", "probability": 0.96142578125}, {"start": 3700.11, "end": 3700.41, "word": " فيك.", "probability": 0.9931640625}], "temperature": 1.0}, {"id": 133, "seek": 372028, "start": 3701.18, "end": 3720.28, "text": "الإدارة .. الآن الإدارة العليا كل شغلها التخطيط إذا لازم نوفرلها مهارات إيش إدراكية اللي هي قدرة على التفكير لأنه بيخطط هي التخطيط عشان هيك بتلاقي عادة مكاتب المدرأ في مكان هادي مافعش نقعدك في الفرض أو نقول تخطط، هدوء", "tokens": [6027, 28814, 3215, 9640, 3660, 4386, 6024, 48506, 33688, 3215, 9640, 3660, 18863, 20292, 995, 28242, 13412, 17082, 1211, 11296, 16712, 9778, 9566, 1829, 9566, 11933, 15730, 5296, 31377, 2304, 8717, 38688, 2288, 1211, 11296, 3714, 3224, 9640, 9307, 11933, 1829, 8592, 11933, 3215, 23557, 4117, 10632, 13672, 1829, 39896, 12174, 3215, 25720, 15844, 16712, 5172, 4117, 13546, 5296, 33456, 3224, 4724, 1829, 9778, 9566, 9566, 39896, 16712, 9778, 9566, 1829, 9566, 6225, 8592, 7649, 39896, 4117, 39894, 15040, 38436, 6225, 18513, 3660, 3714, 4117, 9307, 3555, 9673, 3215, 2288, 10721, 8978, 3714, 41361, 8032, 995, 16254, 19446, 5172, 3615, 8592, 8717, 4587, 22488, 4117, 8978, 27188, 43042, 34051, 8717, 39648, 6055, 9778, 9566, 9566, 12399, 8032, 3215, 2407, 38207], "avg_logprob": -0.19111569755333513, "compression_ratio": 1.8537735849056605, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3701.18, "end": 3702.04, "word": "الإدارة", "probability": 0.86376953125}, {"start": 3702.04, "end": 3702.1, "word": " ..", "probability": 0.1317138671875}, {"start": 3702.1, "end": 3702.44, "word": " الآن", "probability": 0.74560546875}, {"start": 3702.44, "end": 3702.92, "word": " الإدارة", "probability": 0.995849609375}, {"start": 3702.92, "end": 3703.36, "word": " العليا", "probability": 0.8460286458333334}, {"start": 3703.36, "end": 3703.62, "word": " كل", "probability": 0.9072265625}, {"start": 3703.62, "end": 3704.16, "word": " شغلها", "probability": 0.9808349609375}, {"start": 3704.16, "end": 3704.86, "word": " التخطيط", "probability": 0.97705078125}, {"start": 3704.86, "end": 3705.96, "word": " إذا", "probability": 0.760009765625}, {"start": 3705.96, "end": 3706.24, "word": " لازم", "probability": 0.9640299479166666}, {"start": 3706.24, "end": 3706.82, "word": " نوفرلها", "probability": 0.85791015625}, {"start": 3706.82, "end": 3707.28, "word": " مهارات", "probability": 0.98193359375}, {"start": 3707.28, "end": 3707.6, "word": " إيش", "probability": 0.7605794270833334}, {"start": 3707.6, "end": 3708.26, "word": " إدراكية", "probability": 0.97060546875}, {"start": 3708.26, "end": 3708.54, "word": " اللي", "probability": 0.80419921875}, {"start": 3708.54, "end": 3708.64, "word": " هي", "probability": 0.93701171875}, {"start": 3708.64, "end": 3708.9, "word": " قدرة", "probability": 0.87646484375}, {"start": 3708.9, "end": 3709.0, "word": " على", "probability": 0.88037109375}, {"start": 3709.0, "end": 3709.48, "word": " التفكير", "probability": 0.997314453125}, {"start": 3709.48, "end": 3709.9, "word": " لأنه", "probability": 0.8111979166666666}, {"start": 3709.9, "end": 3710.4, "word": " بيخطط", "probability": 0.7779296875}, {"start": 3710.4, "end": 3710.56, "word": " هي", "probability": 0.438232421875}, {"start": 3710.56, "end": 3711.24, "word": " التخطيط", "probability": 0.941796875}, {"start": 3711.24, "end": 3712.04, "word": " عشان", "probability": 0.9677734375}, {"start": 3712.04, "end": 3712.18, "word": " هيك", "probability": 0.6812744140625}, {"start": 3712.18, "end": 3712.7, "word": " بتلاقي", "probability": 0.9475911458333334}, {"start": 3712.7, "end": 3713.4, "word": " عادة", "probability": 0.9833984375}, {"start": 3713.4, "end": 3714.56, "word": " مكاتب", "probability": 0.9769287109375}, {"start": 3714.56, "end": 3715.22, "word": " المدرأ", "probability": 0.89794921875}, {"start": 3715.22, "end": 3715.42, "word": " في", "probability": 0.96484375}, {"start": 3715.42, "end": 3715.92, "word": " مكان", "probability": 0.993408203125}, {"start": 3715.92, "end": 3716.54, "word": " هادي", "probability": 0.8562825520833334}, {"start": 3716.54, "end": 3717.6, "word": " مافعش", "probability": 0.756591796875}, {"start": 3717.6, "end": 3718.0, "word": " نقعدك", "probability": 0.70318603515625}, {"start": 3718.0, "end": 3718.12, "word": " في", "probability": 0.916015625}, {"start": 3718.12, "end": 3718.42, "word": " الفرض", "probability": 0.65087890625}, {"start": 3718.42, "end": 3718.52, "word": " أو", "probability": 0.6787109375}, {"start": 3718.52, "end": 3718.72, "word": " نقول", "probability": 0.84765625}, {"start": 3718.72, "end": 3719.72, "word": " تخطط،", "probability": 0.673486328125}, {"start": 3719.72, "end": 3720.28, "word": " هدوء", "probability": 0.7447509765625}], "temperature": 1.0}, {"id": 134, "seek": 374665, "start": 3720.89, "end": 3746.65, "text": "ماشي الإدارة الوسطى خد يبالك من اسمها وسط بالإدارة العليا والإدارة الدنيا فلازم يكون عنده مهارات إيش إنسانية لكن هذا لا يعني أن الإدارة العليا ماعندها مهارة إنسانية عندها بس أكتر شيء في الإدارة ليش الوسطى أخر شيء الناس اللي بيشتغلوا بديهم اللي هي الإدارة الدنيا بيكون عندها مهارة إيش فنية بيكون عندها مهارة فنية الرسمة هذه بتوضح الرسم اللي رسمتنا هي الأخت السحرية", "tokens": [2304, 33599, 1829, 33688, 3215, 9640, 3660, 2423, 41779, 9566, 7578, 16490, 3215, 7251, 3555, 6027, 4117, 9154, 24525, 2304, 11296, 46952, 9566, 20666, 28814, 3215, 9640, 3660, 18863, 20292, 995, 16070, 28814, 3215, 9640, 3660, 32748, 22653, 995, 6156, 1211, 31377, 2304, 7251, 30544, 43242, 3224, 3714, 3224, 9640, 9307, 11933, 1829, 8592, 36145, 3794, 7649, 10632, 44381, 23758, 20193, 37495, 22653, 14739, 33688, 3215, 9640, 3660, 18863, 20292, 995, 19446, 3615, 41260, 11296, 3714, 3224, 9640, 3660, 36145, 3794, 7649, 10632, 43242, 11296, 4724, 3794, 5551, 4117, 2655, 2288, 44049, 38207, 8978, 33688, 3215, 9640, 3660, 32239, 8592, 2423, 41779, 9566, 7578, 5551, 34740, 44049, 38207, 2423, 8315, 3794, 13672, 1829, 4724, 1829, 8592, 2655, 17082, 1211, 14407, 4724, 16254, 16095, 13672, 1829, 39896, 33688, 3215, 9640, 3660, 32748, 22653, 995, 4724, 1829, 30544, 43242, 11296, 3714, 3224, 9640, 3660, 11933, 1829, 8592, 6156, 1863, 10632, 4724, 1829, 30544, 43242, 11296, 3714, 3224, 9640, 3660, 6156, 1863, 10632, 34892, 38251, 3660, 29538, 39894, 2407, 11242, 5016, 34892, 38251, 13672, 1829, 12602, 38251, 2655, 8315, 39896, 16247, 46456, 21136, 5016, 2288, 10632], "avg_logprob": -0.16457201475682465, "compression_ratio": 2.5797665369649807, "no_speech_prob": 0.0, "words": [{"start": 3720.89, "end": 3721.43, "word": "ماشي", "probability": 0.7454427083333334}, {"start": 3721.43, "end": 3722.43, "word": " الإدارة", "probability": 0.8759765625}, {"start": 3722.43, "end": 3722.79, "word": " الوسطى", "probability": 0.9752197265625}, {"start": 3722.79, "end": 3722.99, "word": " خد", "probability": 0.654052734375}, {"start": 3722.99, "end": 3723.31, "word": " يبالك", "probability": 0.715301513671875}, {"start": 3723.31, "end": 3723.47, "word": " من", "probability": 0.91943359375}, {"start": 3723.47, "end": 3723.83, "word": " اسمها", "probability": 0.8162434895833334}, {"start": 3723.83, "end": 3724.35, "word": " وسط", "probability": 0.945556640625}, {"start": 3724.35, "end": 3725.03, "word": " بالإدارة", "probability": 0.8853515625}, {"start": 3725.03, "end": 3725.37, "word": " العليا", "probability": 0.8269856770833334}, {"start": 3725.37, "end": 3725.83, "word": " والإدارة", "probability": 0.87470703125}, {"start": 3725.83, "end": 3726.25, "word": " الدنيا", "probability": 0.9641927083333334}, {"start": 3726.25, "end": 3726.57, "word": " فلازم", "probability": 0.8671875}, {"start": 3726.57, "end": 3726.73, "word": " يكون", "probability": 0.9248046875}, {"start": 3726.73, "end": 3726.91, "word": " عنده", "probability": 0.6278076171875}, {"start": 3726.91, "end": 3727.21, "word": " مهارات", "probability": 0.905517578125}, {"start": 3727.21, "end": 3727.49, "word": " إيش", "probability": 0.6560872395833334}, {"start": 3727.49, "end": 3728.33, "word": " إنسانية", "probability": 0.8953857421875}, {"start": 3728.33, "end": 3728.95, "word": " لكن", "probability": 0.8232421875}, {"start": 3728.95, "end": 3729.23, "word": " هذا", "probability": 0.88671875}, {"start": 3729.23, "end": 3729.39, "word": " لا", "probability": 0.88916015625}, {"start": 3729.39, "end": 3729.73, "word": " يعني", "probability": 0.814697265625}, {"start": 3729.73, "end": 3729.85, "word": " أن", "probability": 0.491455078125}, {"start": 3729.85, "end": 3730.19, "word": " الإدارة", "probability": 0.995849609375}, {"start": 3730.19, "end": 3730.43, "word": " العليا", "probability": 0.9138997395833334}, {"start": 3730.43, "end": 3730.77, "word": " ماعندها", "probability": 0.74609375}, {"start": 3730.77, "end": 3731.01, "word": " مهارة", "probability": 0.936279296875}, {"start": 3731.01, "end": 3731.73, "word": " إنسانية", "probability": 0.93212890625}, {"start": 3731.73, "end": 3732.25, "word": " عندها", "probability": 0.8955078125}, {"start": 3732.25, "end": 3732.59, "word": " بس", "probability": 0.745361328125}, {"start": 3732.59, "end": 3732.87, "word": " أكتر", "probability": 0.978759765625}, {"start": 3732.87, "end": 3733.07, "word": " شيء", "probability": 0.661865234375}, {"start": 3733.07, "end": 3733.15, "word": " في", "probability": 0.94482421875}, {"start": 3733.15, "end": 3733.45, "word": " الإدارة", "probability": 0.9915771484375}, {"start": 3733.45, "end": 3733.85, "word": " ليش", "probability": 0.86181640625}, {"start": 3733.85, "end": 3735.37, "word": " الوسطى", "probability": 0.878173828125}, {"start": 3735.37, "end": 3736.51, "word": " أخر", "probability": 0.8857421875}, {"start": 3736.51, "end": 3736.75, "word": " شيء", "probability": 0.782470703125}, {"start": 3736.75, "end": 3737.03, "word": " الناس", "probability": 0.9217122395833334}, {"start": 3737.03, "end": 3737.13, "word": " اللي", "probability": 0.94970703125}, {"start": 3737.13, "end": 3737.59, "word": " بيشتغلوا", "probability": 0.9560546875}, {"start": 3737.59, "end": 3738.01, "word": " بديهم", "probability": 0.83056640625}, {"start": 3738.01, "end": 3738.15, "word": " اللي", "probability": 0.9619140625}, {"start": 3738.15, "end": 3738.27, "word": " هي", "probability": 0.9794921875}, {"start": 3738.27, "end": 3738.65, "word": " الإدارة", "probability": 0.994140625}, {"start": 3738.65, "end": 3738.93, "word": " الدنيا", "probability": 0.97705078125}, {"start": 3738.93, "end": 3739.13, "word": " بيكون", "probability": 0.9010416666666666}, {"start": 3739.13, "end": 3739.35, "word": " عندها", "probability": 0.9765625}, {"start": 3739.35, "end": 3739.67, "word": " مهارة", "probability": 0.9801025390625}, {"start": 3739.67, "end": 3740.03, "word": " إيش", "probability": 0.9759114583333334}, {"start": 3740.03, "end": 3740.83, "word": " فنية", "probability": 0.8916015625}, {"start": 3740.83, "end": 3741.35, "word": " بيكون", "probability": 0.86474609375}, {"start": 3741.35, "end": 3741.75, "word": " عندها", "probability": 0.992431640625}, {"start": 3741.75, "end": 3742.17, "word": " مهارة", "probability": 0.996826171875}, {"start": 3742.17, "end": 3742.71, "word": " فنية", "probability": 0.98095703125}, {"start": 3742.71, "end": 3743.89, "word": " الرسمة", "probability": 0.7268473307291666}, {"start": 3743.89, "end": 3744.01, "word": " هذه", "probability": 0.6318359375}, {"start": 3744.01, "end": 3744.55, "word": " بتوضح", "probability": 0.9471435546875}, {"start": 3744.55, "end": 3745.27, "word": " الرسم", "probability": 0.85986328125}, {"start": 3745.27, "end": 3745.39, "word": " اللي", "probability": 0.67041015625}, {"start": 3745.39, "end": 3745.79, "word": " رسمتنا", "probability": 0.82568359375}, {"start": 3745.79, "end": 3745.93, "word": " هي", "probability": 0.82177734375}, {"start": 3745.93, "end": 3746.17, "word": " الأخت", "probability": 0.51812744140625}, {"start": 3746.17, "end": 3746.65, "word": " السحرية", "probability": 0.76092529296875}], "temperature": 1.0}, {"id": 135, "seek": 375432, "start": 3751.46, "end": 3754.32, "text": "مين يشرح الرسمة؟ صعبة؟", "tokens": [2304, 9957, 7251, 46309, 5016, 34892, 38251, 3660, 22807, 20328, 3615, 49401, 22807], "avg_logprob": -0.12318639031478337, "compression_ratio": 0.8541666666666666, "no_speech_prob": 0.0, "words": [{"start": 3751.46, "end": 3752.08, "word": "مين", "probability": 0.958984375}, {"start": 3752.08, "end": 3752.52, "word": " يشرح", "probability": 0.9171549479166666}, {"start": 3752.52, "end": 3754.32, "word": " الرسمة؟", "probability": 0.9105224609375}, {"start": 3754.32, "end": 3754.32, "word": " صعبة؟", "probability": 0.8702392578125}], "temperature": 1.0}, {"id": 136, "seek": 379427, "start": 3771.93, "end": 3794.27, "text": "الشيء المفتوح هو كدا، إنه الناس بتقنية تركز في إدارة الدنيا، موجودة في خلال مهارات بالتحديد التفاؤل، بالنسبة للمهارات، لإدارة الدنيا، لإن الموظفين يبقوا بشغل سيديام، فيجب يكون عندهم بالنسبة عالي من المهارات التالية، عشان ينزلوا أعمال كذا، هو مخطط بالنسبة للإدارة الموسطى والوالية يعني، بالنسبة للإدارة الموسطى، مهم جدا إنه ي ..", "tokens": [6027, 8592, 1829, 38207, 9673, 5172, 2655, 2407, 5016, 31439, 9122, 28259, 12399, 36145, 3224, 2423, 8315, 3794, 39894, 4587, 1863, 10632, 6055, 31747, 11622, 8978, 11933, 3215, 9640, 3660, 32748, 22653, 995, 12399, 3714, 29245, 23328, 3660, 8978, 16490, 1211, 6027, 3714, 3224, 9640, 9307, 20666, 2655, 5016, 16254, 3215, 16712, 5172, 5718, 97, 1211, 12399, 20666, 1863, 35457, 3660, 5296, 19528, 3224, 9640, 9307, 12399, 5296, 28814, 3215, 9640, 3660, 32748, 22653, 995, 12399, 5296, 28814, 1863, 9673, 2407, 19913, 5172, 9957, 7251, 3555, 4587, 14407, 4724, 8592, 17082, 1211, 8608, 1829, 16254, 10943, 12399, 6156, 1829, 7435, 3555, 7251, 30544, 43242, 16095, 20666, 1863, 35457, 3660, 6225, 6027, 1829, 9154, 9673, 3224, 9640, 9307, 16712, 6027, 10632, 12399, 6225, 8592, 7649, 7251, 1863, 11622, 1211, 14407, 5551, 25957, 6027, 9122, 15730, 12399, 31439, 3714, 9778, 9566, 9566, 20666, 1863, 35457, 3660, 24976, 28814, 3215, 9640, 3660, 9673, 41779, 9566, 7578, 16070, 2407, 6027, 10632, 37495, 22653, 12399, 20666, 1863, 35457, 3660, 24976, 28814, 3215, 9640, 3660, 9673, 41779, 9566, 7578, 12399, 3714, 16095, 10874, 28259, 36145, 3224, 7251, 4386], "avg_logprob": -0.34818988940754875, "compression_ratio": 2.2140221402214024, "no_speech_prob": 0.00014066696166992188, "words": [{"start": 3771.93, "end": 3772.35, "word": "الشيء", "probability": 0.5066070556640625}, {"start": 3772.35, "end": 3772.73, "word": " المفتوح", "probability": 0.8021484375}, {"start": 3772.73, "end": 3772.87, "word": " هو", "probability": 0.11907958984375}, {"start": 3772.87, "end": 3773.35, "word": " كدا،", "probability": 0.5410970052083334}, {"start": 3773.35, "end": 3773.49, "word": " إنه", "probability": 0.3944091796875}, {"start": 3773.49, "end": 3774.37, "word": " الناس", "probability": 0.5804036458333334}, {"start": 3774.37, "end": 3775.05, "word": " بتقنية", "probability": 0.4379119873046875}, {"start": 3775.05, "end": 3775.77, "word": " تركز", "probability": 0.6974283854166666}, {"start": 3775.77, "end": 3776.07, "word": " في", "probability": 0.78857421875}, {"start": 3776.07, "end": 3776.45, "word": " إدارة", "probability": 0.915283203125}, {"start": 3776.45, "end": 3776.79, "word": " الدنيا،", "probability": 0.83502197265625}, {"start": 3776.79, "end": 3777.31, "word": " موجودة", "probability": 0.8463134765625}, {"start": 3777.31, "end": 3777.47, "word": " في", "probability": 0.23828125}, {"start": 3777.47, "end": 3777.79, "word": " خلال", "probability": 0.6634928385416666}, {"start": 3777.79, "end": 3778.31, "word": " مهارات", "probability": 0.962646484375}, {"start": 3778.31, "end": 3779.05, "word": " بالتحديد", "probability": 0.4001953125}, {"start": 3779.05, "end": 3779.97, "word": " التفاؤل،", "probability": 0.6389973958333334}, {"start": 3779.97, "end": 3780.37, "word": " بالنسبة", "probability": 0.91845703125}, {"start": 3780.37, "end": 3781.03, "word": " للمهارات،", "probability": 0.8765462239583334}, {"start": 3781.03, "end": 3781.47, "word": " لإدارة", "probability": 0.878076171875}, {"start": 3781.47, "end": 3782.01, "word": " الدنيا،", "probability": 0.94287109375}, {"start": 3782.01, "end": 3782.25, "word": " لإن", "probability": 0.5935872395833334}, {"start": 3782.25, "end": 3782.71, "word": " الموظفين", "probability": 0.881298828125}, {"start": 3782.71, "end": 3782.87, "word": " يبقوا", "probability": 0.63726806640625}, {"start": 3782.87, "end": 3783.15, "word": " بشغل", "probability": 0.859619140625}, {"start": 3783.15, "end": 3783.63, "word": " سيديام،", "probability": 0.462158203125}, {"start": 3783.63, "end": 3783.89, "word": " فيجب", "probability": 0.6693115234375}, {"start": 3783.89, "end": 3784.11, "word": " يكون", "probability": 0.708984375}, {"start": 3784.11, "end": 3784.43, "word": " عندهم", "probability": 0.82958984375}, {"start": 3784.43, "end": 3784.87, "word": " بالنسبة", "probability": 0.9051513671875}, {"start": 3784.87, "end": 3785.09, "word": " عالي", "probability": 0.7858072916666666}, {"start": 3785.09, "end": 3785.19, "word": " من", "probability": 0.6669921875}, {"start": 3785.19, "end": 3785.61, "word": " المهارات", "probability": 0.9951171875}, {"start": 3785.61, "end": 3786.29, "word": " التالية،", "probability": 0.70843505859375}, {"start": 3786.29, "end": 3786.59, "word": " عشان", "probability": 0.8409830729166666}, {"start": 3786.59, "end": 3786.93, "word": " ينزلوا", "probability": 0.824853515625}, {"start": 3786.93, "end": 3787.23, "word": " أعمال", "probability": 0.9689127604166666}, {"start": 3787.23, "end": 3787.49, "word": " كذا،", "probability": 0.7144368489583334}, {"start": 3787.49, "end": 3787.57, "word": " هو", "probability": 0.73046875}, {"start": 3787.57, "end": 3788.03, "word": " مخطط", "probability": 0.962890625}, {"start": 3788.03, "end": 3788.33, "word": " بالنسبة", "probability": 0.9786376953125}, {"start": 3788.33, "end": 3788.73, "word": " للإدارة", "probability": 0.90625}, {"start": 3788.73, "end": 3789.31, "word": " الموسطى", "probability": 0.79437255859375}, {"start": 3789.31, "end": 3790.11, "word": " والوالية", "probability": 0.499664306640625}, {"start": 3790.11, "end": 3790.85, "word": " يعني،", "probability": 0.7237955729166666}, {"start": 3790.85, "end": 3791.23, "word": " بالنسبة", "probability": 0.9947509765625}, {"start": 3791.23, "end": 3791.81, "word": " للإدارة", "probability": 0.95986328125}, {"start": 3791.81, "end": 3792.73, "word": " الموسطى،", "probability": 0.9787109375}, {"start": 3792.73, "end": 3792.93, "word": " مهم", "probability": 0.96728515625}, {"start": 3792.93, "end": 3793.19, "word": " جدا", "probability": 0.90283203125}, {"start": 3793.19, "end": 3793.53, "word": " إنه", "probability": 0.810791015625}, {"start": 3793.53, "end": 3793.67, "word": " ي", "probability": 0.98974609375}, {"start": 3793.67, "end": 3794.27, "word": " ..", "probability": 0.63818359375}], "temperature": 1.0}, {"id": 137, "seek": 382139, "start": 3794.93, "end": 3821.39, "text": "و عندهم مهارات فنية عشان يناسقوا بين الإدارة العالية و القدرة الدنيا يكونوا يعني فاني تمام الإدارة اللي روحيها طبعا لازم المهارات إدراكية عشان هم المصدر الأساسي اللي خد القرارات اللي .. okay شايفة هذه هذه إيش هتكون إدراكية إنسانية فنية", "tokens": [2407, 43242, 16095, 3714, 3224, 9640, 9307, 6156, 1863, 10632, 6225, 8592, 7649, 7251, 8315, 3794, 4587, 14407, 49374, 33688, 3215, 9640, 3660, 18863, 6027, 10632, 4032, 25062, 3215, 25720, 32748, 22653, 995, 7251, 30544, 14407, 37495, 22653, 6156, 7649, 1829, 46811, 10943, 33688, 3215, 9640, 3660, 13672, 1829, 12602, 2407, 5016, 1829, 11296, 23032, 3555, 3615, 995, 5296, 31377, 2304, 9673, 3224, 9640, 9307, 11933, 3215, 23557, 4117, 10632, 6225, 8592, 7649, 8032, 2304, 9673, 9381, 3215, 2288, 16247, 3794, 32277, 1829, 13672, 1829, 16490, 3215, 25062, 2288, 9640, 9307, 13672, 1829, 4386, 1392, 13412, 995, 33911, 3660, 29538, 29538, 11933, 1829, 8592, 8032, 2655, 30544, 11933, 3215, 23557, 4117, 10632, 36145, 3794, 7649, 10632, 6156, 1863, 10632], "avg_logprob": -0.27604167237877847, "compression_ratio": 1.9813084112149533, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 3794.93, "end": 3795.11, "word": "و", "probability": 0.15771484375}, {"start": 3795.11, "end": 3795.49, "word": " عندهم", "probability": 0.60369873046875}, {"start": 3795.49, "end": 3796.31, "word": " مهارات", "probability": 0.9920654296875}, {"start": 3796.31, "end": 3796.83, "word": " فنية", "probability": 0.9635416666666666}, {"start": 3796.83, "end": 3797.15, "word": " عشان", "probability": 0.9202473958333334}, {"start": 3797.15, "end": 3797.99, "word": " يناسقوا", "probability": 0.8849609375}, {"start": 3797.99, "end": 3798.17, "word": " بين", "probability": 0.87255859375}, {"start": 3798.17, "end": 3798.49, "word": " الإدارة", "probability": 0.9385986328125}, {"start": 3798.49, "end": 3798.65, "word": " العالية", "probability": 0.6510416666666666}, {"start": 3798.65, "end": 3798.73, "word": " و", "probability": 0.58447265625}, {"start": 3798.73, "end": 3799.07, "word": " القدرة", "probability": 0.84326171875}, {"start": 3799.07, "end": 3799.33, "word": " الدنيا", "probability": 0.5762532552083334}, {"start": 3799.33, "end": 3799.79, "word": " يكونوا", "probability": 0.7029622395833334}, {"start": 3799.79, "end": 3800.03, "word": " يعني", "probability": 0.6180419921875}, {"start": 3800.03, "end": 3800.47, "word": " فاني", "probability": 0.532958984375}, {"start": 3800.47, "end": 3801.33, "word": " تمام", "probability": 0.649658203125}, {"start": 3801.33, "end": 3801.93, "word": " الإدارة", "probability": 0.955322265625}, {"start": 3801.93, "end": 3802.07, "word": " اللي", "probability": 0.722412109375}, {"start": 3802.07, "end": 3802.41, "word": " روحيها", "probability": 0.59765625}, {"start": 3802.41, "end": 3802.73, "word": " طبعا", "probability": 0.9853515625}, {"start": 3802.73, "end": 3803.01, "word": " لازم", "probability": 0.978515625}, {"start": 3803.01, "end": 3803.63, "word": " المهارات", "probability": 0.88037109375}, {"start": 3803.63, "end": 3804.31, "word": " إدراكية", "probability": 0.9640625}, {"start": 3804.31, "end": 3805.53, "word": " عشان", "probability": 0.9148763020833334}, {"start": 3805.53, "end": 3805.73, "word": " هم", "probability": 0.789794921875}, {"start": 3805.73, "end": 3806.19, "word": " المصدر", "probability": 0.658203125}, {"start": 3806.19, "end": 3806.55, "word": " الأساسي", "probability": 0.96435546875}, {"start": 3806.55, "end": 3806.65, "word": " اللي", "probability": 0.778564453125}, {"start": 3806.65, "end": 3806.85, "word": " خد", "probability": 0.5526123046875}, {"start": 3806.85, "end": 3807.33, "word": " القرارات", "probability": 0.87255859375}, {"start": 3807.33, "end": 3807.45, "word": " اللي", "probability": 0.56341552734375}, {"start": 3807.45, "end": 3807.89, "word": " ..", "probability": 0.174560546875}, {"start": 3807.89, "end": 3808.29, "word": " okay", "probability": 0.422607421875}, {"start": 3808.29, "end": 3812.87, "word": " شايفة", "probability": 0.943115234375}, {"start": 3812.87, "end": 3813.13, "word": " هذه", "probability": 0.447998046875}, {"start": 3813.13, "end": 3815.43, "word": " هذه", "probability": 0.42626953125}, {"start": 3815.43, "end": 3815.61, "word": " إيش", "probability": 0.8346354166666666}, {"start": 3815.61, "end": 3816.13, "word": " هتكون", "probability": 0.9456380208333334}, {"start": 3816.13, "end": 3817.79, "word": " إدراكية", "probability": 0.99208984375}, {"start": 3817.79, "end": 3820.31, "word": " إنسانية", "probability": 0.953857421875}, {"start": 3820.31, "end": 3821.39, "word": " فنية", "probability": 0.9674479166666666}], "temperature": 1.0}, {"id": 138, "seek": 384547, "start": 3826.25, "end": 3845.47, "text": "هنا إدراكية إنسانية فنية هنا صغنونة إدراكية إنسانية فنية يعني ممكن تخطيهم شرح زي ما هو عامل كده شايفة؟ الإدراكية أعلى لون عندها في الإدارة العليا، الأزرق اللي هو الإدارة العليا", "tokens": [3224, 8315, 11933, 3215, 23557, 4117, 10632, 36145, 3794, 7649, 10632, 6156, 1863, 10632, 34105, 20328, 17082, 1863, 11536, 3660, 11933, 3215, 23557, 4117, 10632, 36145, 3794, 7649, 10632, 6156, 1863, 10632, 37495, 22653, 3714, 43020, 6055, 9778, 9566, 1829, 16095, 13412, 2288, 5016, 30767, 1829, 19446, 31439, 6225, 10943, 1211, 9122, 3215, 3224, 13412, 995, 33911, 3660, 22807, 33688, 3215, 23557, 4117, 10632, 5551, 3615, 23942, 5296, 11536, 43242, 11296, 8978, 33688, 3215, 9640, 3660, 18863, 20292, 995, 12399, 16247, 11622, 2288, 4587, 13672, 1829, 31439, 33688, 3215, 9640, 3660, 18863, 20292, 995], "avg_logprob": -0.14218750470562985, "compression_ratio": 2.050955414012739, "no_speech_prob": 0.0, "words": [{"start": 3826.2499999999995, "end": 3827.0899999999997, "word": "هنا", "probability": 0.945556640625}, {"start": 3827.0899999999997, "end": 3827.93, "word": " إدراكية", "probability": 0.97998046875}, {"start": 3827.93, "end": 3829.27, "word": " إنسانية", "probability": 0.97216796875}, {"start": 3829.27, "end": 3830.45, "word": " فنية", "probability": 0.98095703125}, {"start": 3830.45, "end": 3831.29, "word": " هنا", "probability": 0.57275390625}, {"start": 3831.29, "end": 3832.49, "word": " صغنونة", "probability": 0.83427734375}, {"start": 3832.49, "end": 3833.33, "word": " إدراكية", "probability": 0.99384765625}, {"start": 3833.33, "end": 3835.07, "word": " إنسانية", "probability": 0.990234375}, {"start": 3835.07, "end": 3836.01, "word": " فنية", "probability": 0.9934895833333334}, {"start": 3836.01, "end": 3837.03, "word": " يعني", "probability": 0.916748046875}, {"start": 3837.03, "end": 3837.25, "word": " ممكن", "probability": 0.98681640625}, {"start": 3837.25, "end": 3837.67, "word": " تخطيهم", "probability": 0.80869140625}, {"start": 3837.67, "end": 3838.03, "word": " شرح", "probability": 0.7049153645833334}, {"start": 3838.03, "end": 3838.23, "word": " زي", "probability": 0.87646484375}, {"start": 3838.23, "end": 3838.29, "word": " ما", "probability": 0.9638671875}, {"start": 3838.29, "end": 3838.37, "word": " هو", "probability": 0.7802734375}, {"start": 3838.37, "end": 3838.55, "word": " عامل", "probability": 0.9176432291666666}, {"start": 3838.55, "end": 3839.07, "word": " كده", "probability": 0.8204752604166666}, {"start": 3839.07, "end": 3841.19, "word": " شايفة؟", "probability": 0.700927734375}, {"start": 3841.19, "end": 3841.73, "word": " الإدراكية", "probability": 0.9865234375}, {"start": 3841.73, "end": 3842.53, "word": " أعلى", "probability": 0.9524739583333334}, {"start": 3842.53, "end": 3842.73, "word": " لون", "probability": 0.91552734375}, {"start": 3842.73, "end": 3843.09, "word": " عندها", "probability": 0.990478515625}, {"start": 3843.09, "end": 3843.21, "word": " في", "probability": 0.90966796875}, {"start": 3843.21, "end": 3843.39, "word": " الإدارة", "probability": 0.83575439453125}, {"start": 3843.39, "end": 3843.81, "word": " العليا،", "probability": 0.686187744140625}, {"start": 3843.81, "end": 3844.69, "word": " الأزرق", "probability": 0.9427490234375}, {"start": 3844.69, "end": 3844.81, "word": " اللي", "probability": 0.6322021484375}, {"start": 3844.81, "end": 3844.89, "word": " هو", "probability": 0.91015625}, {"start": 3844.89, "end": 3845.15, "word": " الإدارة", "probability": 0.9925537109375}, {"start": 3845.15, "end": 3845.47, "word": " العليا", "probability": 0.9588216145833334}], "temperature": 1.0}, {"id": 139, "seek": 387343, "start": 3847.37, "end": 3873.43, "text": "الإنسانية هما المفروض كلهم يكونوا عمهاد إنسانية بس أكتر الناس الوسطة قولها لنا حلقة وسط الفنية اللون الأحمر اللي هو إيش طلع عندها في الإدارة الدنيا واضحة ولا عيدها؟ عيدها؟ عيدها هنا؟ ألا هنا؟ واضحة ولا صعبة؟ ليش هنا ندركي لأن هذا تخطيط طبقنا الإنسانية الإتصال", "tokens": [6027, 28814, 1863, 3794, 7649, 10632, 8032, 15042, 9673, 5172, 32887, 11242, 28242, 16095, 7251, 30544, 14407, 6225, 2304, 3224, 18513, 36145, 3794, 7649, 10632, 4724, 3794, 5551, 4117, 2655, 2288, 2423, 8315, 3794, 2423, 41779, 9566, 3660, 12174, 12610, 11296, 5296, 8315, 11331, 1211, 28671, 46952, 9566, 27188, 1863, 10632, 13672, 11536, 16247, 5016, 29973, 13672, 1829, 31439, 11933, 1829, 8592, 23032, 1211, 3615, 43242, 11296, 8978, 33688, 3215, 9640, 3660, 32748, 22653, 995, 4032, 46958, 5016, 3660, 49429, 6225, 25708, 11296, 22807, 6225, 25708, 11296, 22807, 6225, 25708, 11296, 34105, 22807, 5551, 15040, 34105, 22807, 4032, 46958, 5016, 3660, 49429, 20328, 3615, 49401, 22807, 32239, 8592, 34105, 8717, 3215, 31747, 1829, 5296, 33456, 23758, 6055, 9778, 9566, 1829, 9566, 23032, 3555, 4587, 8315, 33688, 1863, 3794, 7649, 10632, 33688, 2655, 9381, 6027], "avg_logprob": -0.22372685096882008, "compression_ratio": 2.102222222222222, "no_speech_prob": 0.0, "words": [{"start": 3847.3700000000003, "end": 3848.11, "word": "الإنسانية", "probability": 0.9613444010416666}, {"start": 3848.11, "end": 3848.55, "word": " هما", "probability": 0.5555419921875}, {"start": 3848.55, "end": 3848.87, "word": " المفروض", "probability": 0.971923828125}, {"start": 3848.87, "end": 3849.13, "word": " كلهم", "probability": 0.4903564453125}, {"start": 3849.13, "end": 3849.35, "word": " يكونوا", "probability": 0.8885091145833334}, {"start": 3849.35, "end": 3849.63, "word": " عمهاد", "probability": 0.538330078125}, {"start": 3849.63, "end": 3849.97, "word": " إنسانية", "probability": 0.777587890625}, {"start": 3849.97, "end": 3850.11, "word": " بس", "probability": 0.830322265625}, {"start": 3850.11, "end": 3850.37, "word": " أكتر", "probability": 0.970947265625}, {"start": 3850.37, "end": 3850.59, "word": " الناس", "probability": 0.9837239583333334}, {"start": 3850.59, "end": 3850.95, "word": " الوسطة", "probability": 0.800537109375}, {"start": 3850.95, "end": 3851.13, "word": " قولها", "probability": 0.427490234375}, {"start": 3851.13, "end": 3851.29, "word": " لنا", "probability": 0.750732421875}, {"start": 3851.29, "end": 3851.57, "word": " حلقة", "probability": 0.9319661458333334}, {"start": 3851.57, "end": 3851.95, "word": " وسط", "probability": 0.913818359375}, {"start": 3851.95, "end": 3853.07, "word": " الفنية", "probability": 0.9098307291666666}, {"start": 3853.07, "end": 3853.31, "word": " اللون", "probability": 0.918701171875}, {"start": 3853.31, "end": 3853.73, "word": " الأحمر", "probability": 0.9646809895833334}, {"start": 3853.73, "end": 3853.89, "word": " اللي", "probability": 0.93896484375}, {"start": 3853.89, "end": 3854.01, "word": " هو", "probability": 0.87109375}, {"start": 3854.01, "end": 3854.37, "word": " إيش", "probability": 0.8346354166666666}, {"start": 3854.37, "end": 3855.21, "word": " طلع", "probability": 0.8748372395833334}, {"start": 3855.21, "end": 3855.43, "word": " عندها", "probability": 0.982666015625}, {"start": 3855.43, "end": 3855.53, "word": " في", "probability": 0.94384765625}, {"start": 3855.53, "end": 3855.95, "word": " الإدارة", "probability": 0.84368896484375}, {"start": 3855.95, "end": 3856.83, "word": " الدنيا", "probability": 0.984375}, {"start": 3856.83, "end": 3857.97, "word": " واضحة", "probability": 0.8489990234375}, {"start": 3857.97, "end": 3858.05, "word": " ولا", "probability": 0.7294921875}, {"start": 3858.05, "end": 3859.27, "word": " عيدها؟", "probability": 0.86376953125}, {"start": 3859.27, "end": 3861.39, "word": " عيدها؟", "probability": 0.902587890625}, {"start": 3861.39, "end": 3862.13, "word": " عيدها", "probability": 0.962890625}, {"start": 3862.13, "end": 3862.57, "word": " هنا؟", "probability": 0.592529296875}, {"start": 3862.57, "end": 3863.05, "word": " ألا", "probability": 0.3673095703125}, {"start": 3863.05, "end": 3864.97, "word": " هنا؟", "probability": 0.78515625}, {"start": 3864.97, "end": 3865.95, "word": " واضحة", "probability": 0.9625244140625}, {"start": 3865.95, "end": 3866.03, "word": " ولا", "probability": 0.88232421875}, {"start": 3866.03, "end": 3866.75, "word": " صعبة؟", "probability": 0.9500732421875}, {"start": 3866.75, "end": 3867.85, "word": " ليش", "probability": 0.820556640625}, {"start": 3867.85, "end": 3868.03, "word": " هنا", "probability": 0.904296875}, {"start": 3868.03, "end": 3868.55, "word": " ندركي", "probability": 0.61468505859375}, {"start": 3868.55, "end": 3868.71, "word": " لأن", "probability": 0.636962890625}, {"start": 3868.71, "end": 3868.91, "word": " هذا", "probability": 0.4306640625}, {"start": 3868.91, "end": 3869.53, "word": " تخطيط", "probability": 0.956640625}, {"start": 3869.53, "end": 3872.45, "word": " طبقنا", "probability": 0.6788330078125}, {"start": 3872.45, "end": 3872.87, "word": " الإنسانية", "probability": 0.933984375}, {"start": 3872.87, "end": 3873.43, "word": " الإتصال", "probability": 0.9168701171875}], "temperature": 1.0}, {"id": 140, "seek": 389902, "start": 3874.72, "end": 3899.02, "text": "طب هنا العمل الفني أو العمل المؤسسة واضح؟ عشان هيك هي احنا متقسمة بهذا الشكل هل يجب ان يمتلك رئيس و قصر المهات الدراكية؟ اه طبعا طب هل يجب ان تمتلك الادارة الدنيا المهات الدراكية؟ اه هم كلهم لكن المستويات نفسها بتختلف او درجة التركيز بتختلف", "tokens": [9566, 3555, 34105, 18863, 42213, 27188, 22653, 34051, 18863, 42213, 9673, 33604, 3794, 3794, 3660, 4032, 46958, 5016, 22807, 6225, 8592, 7649, 39896, 4117, 39896, 1975, 5016, 8315, 44650, 4587, 38251, 3660, 39627, 15730, 25124, 28820, 8032, 1211, 7251, 7435, 3555, 16472, 7251, 2304, 2655, 23275, 12602, 19986, 1829, 3794, 4032, 12174, 9381, 2288, 9673, 3224, 9307, 32748, 23557, 4117, 10632, 22807, 1975, 3224, 23032, 3555, 3615, 995, 23032, 3555, 8032, 1211, 7251, 7435, 3555, 16472, 46811, 2655, 23275, 2423, 18513, 9640, 3660, 32748, 22653, 995, 9673, 3224, 9307, 32748, 23557, 4117, 10632, 22807, 1975, 3224, 8032, 2304, 28242, 16095, 44381, 9673, 14851, 45865, 9307, 8717, 36178, 11296, 39894, 46456, 46538, 1975, 2407, 11778, 47341, 3660, 16712, 31747, 1829, 11622, 39894, 46456, 46538], "avg_logprob": -0.1704889112903226, "compression_ratio": 2.061611374407583, "no_speech_prob": 0.0, "words": [{"start": 3874.72, "end": 3874.94, "word": "طب", "probability": 0.6597900390625}, {"start": 3874.94, "end": 3875.06, "word": " هنا", "probability": 0.340087890625}, {"start": 3875.06, "end": 3875.46, "word": " العمل", "probability": 0.938720703125}, {"start": 3875.46, "end": 3876.02, "word": " الفني", "probability": 0.92626953125}, {"start": 3876.02, "end": 3876.2, "word": " أو", "probability": 0.91259765625}, {"start": 3876.2, "end": 3876.56, "word": " العمل", "probability": 0.916015625}, {"start": 3876.56, "end": 3877.46, "word": " المؤسسة", "probability": 0.973046875}, {"start": 3877.46, "end": 3880.4, "word": " واضح؟", "probability": 0.8226318359375}, {"start": 3880.4, "end": 3881.0, "word": " عشان", "probability": 0.93017578125}, {"start": 3881.0, "end": 3881.32, "word": " هيك", "probability": 0.839111328125}, {"start": 3881.32, "end": 3881.48, "word": " هي", "probability": 0.329833984375}, {"start": 3881.48, "end": 3881.62, "word": " احنا", "probability": 0.7638346354166666}, {"start": 3881.62, "end": 3882.16, "word": " متقسمة", "probability": 0.80413818359375}, {"start": 3882.16, "end": 3882.44, "word": " بهذا", "probability": 0.953857421875}, {"start": 3882.44, "end": 3883.08, "word": " الشكل", "probability": 0.9931640625}, {"start": 3883.08, "end": 3885.3, "word": " هل", "probability": 0.949951171875}, {"start": 3885.3, "end": 3885.54, "word": " يجب", "probability": 0.9951171875}, {"start": 3885.54, "end": 3885.68, "word": " ان", "probability": 0.39404296875}, {"start": 3885.68, "end": 3886.2, "word": " يمتلك", "probability": 0.977783203125}, {"start": 3886.2, "end": 3887.44, "word": " رئيس", "probability": 0.962646484375}, {"start": 3887.44, "end": 3887.52, "word": " و", "probability": 0.853515625}, {"start": 3887.52, "end": 3887.74, "word": " قصر", "probability": 0.8824869791666666}, {"start": 3887.74, "end": 3888.0, "word": " المهات", "probability": 0.7610677083333334}, {"start": 3888.0, "end": 3888.5, "word": " الدراكية؟", "probability": 0.805859375}, {"start": 3888.5, "end": 3888.64, "word": " اه", "probability": 0.79150390625}, {"start": 3888.64, "end": 3889.0, "word": " طبعا", "probability": 0.9910888671875}, {"start": 3889.0, "end": 3891.16, "word": " طب", "probability": 0.647216796875}, {"start": 3891.16, "end": 3891.32, "word": " هل", "probability": 0.958251953125}, {"start": 3891.32, "end": 3891.54, "word": " يجب", "probability": 0.99658203125}, {"start": 3891.54, "end": 3891.62, "word": " ان", "probability": 0.908203125}, {"start": 3891.62, "end": 3892.02, "word": " تمتلك", "probability": 0.84423828125}, {"start": 3892.02, "end": 3892.32, "word": " الادارة", "probability": 0.75286865234375}, {"start": 3892.32, "end": 3892.54, "word": " الدنيا", "probability": 0.9168294270833334}, {"start": 3892.54, "end": 3892.82, "word": " المهات", "probability": 0.8478190104166666}, {"start": 3892.82, "end": 3893.4, "word": " الدراكية؟", "probability": 0.97802734375}, {"start": 3893.4, "end": 3893.76, "word": " اه", "probability": 0.94970703125}, {"start": 3893.76, "end": 3894.64, "word": " هم", "probability": 0.8427734375}, {"start": 3894.64, "end": 3895.02, "word": " كلهم", "probability": 0.985595703125}, {"start": 3895.02, "end": 3895.26, "word": " لكن", "probability": 0.80810546875}, {"start": 3895.26, "end": 3896.22, "word": " المستويات", "probability": 0.73626708984375}, {"start": 3896.22, "end": 3896.48, "word": " نفسها", "probability": 0.98779296875}, {"start": 3896.48, "end": 3896.94, "word": " بتختلف", "probability": 0.92724609375}, {"start": 3896.94, "end": 3897.72, "word": " او", "probability": 0.792236328125}, {"start": 3897.72, "end": 3898.06, "word": " درجة", "probability": 0.8199869791666666}, {"start": 3898.06, "end": 3898.48, "word": " التركيز", "probability": 0.9801025390625}, {"start": 3898.48, "end": 3899.02, "word": " بتختلف", "probability": 0.95556640625}], "temperature": 1.0}, {"id": 141, "seek": 393063, "start": 3902.41, "end": 3930.63, "text": "متى ينجح الأستاذ مدير حلو يا أستاذ مدير هالي؟ متى ينجح السيد مدير؟ بده شوية مهارات تساعده على النجاح نشوف إيش مطلوب منك يا مدير؟ لازم المدير الناجح يكون عنده قدرة على الإتصال زي ما هنشوف", "tokens": [2304, 49975, 7251, 1863, 7435, 5016, 16247, 14851, 45636, 3714, 3215, 13546, 11331, 1211, 2407, 35186, 5551, 14851, 45636, 3714, 3215, 13546, 8032, 6027, 1829, 22807, 3714, 49975, 7251, 1863, 7435, 5016, 21136, 25708, 3714, 3215, 13546, 22807, 47525, 3224, 13412, 2407, 10632, 3714, 3224, 9640, 9307, 6055, 3794, 995, 22488, 3224, 15844, 28239, 7435, 39319, 8717, 8592, 38688, 11933, 1829, 8592, 3714, 9566, 1211, 37746, 9154, 4117, 35186, 3714, 3215, 13546, 22807, 5296, 31377, 2304, 9673, 3215, 13546, 28239, 26108, 5016, 7251, 30544, 43242, 3224, 12174, 3215, 25720, 15844, 33688, 2655, 9381, 6027, 30767, 1829, 19446, 8032, 1863, 8592, 38688], "avg_logprob": -0.1442248764283517, "compression_ratio": 1.9367816091954022, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3902.41, "end": 3902.87, "word": "متى", "probability": 0.91162109375}, {"start": 3902.87, "end": 3903.37, "word": " ينجح", "probability": 0.9959716796875}, {"start": 3903.37, "end": 3903.91, "word": " الأستاذ", "probability": 0.8312174479166666}, {"start": 3903.91, "end": 3904.31, "word": " مدير", "probability": 0.9529622395833334}, {"start": 3904.31, "end": 3904.85, "word": " حلو", "probability": 0.7762044270833334}, {"start": 3904.85, "end": 3904.93, "word": " يا", "probability": 0.497314453125}, {"start": 3904.93, "end": 3905.11, "word": " أستاذ", "probability": 0.9401041666666666}, {"start": 3905.11, "end": 3905.35, "word": " مدير", "probability": 0.8956705729166666}, {"start": 3905.35, "end": 3906.59, "word": " هالي؟", "probability": 0.54058837890625}, {"start": 3906.59, "end": 3908.09, "word": " متى", "probability": 0.6512451171875}, {"start": 3908.09, "end": 3908.49, "word": " ينجح", "probability": 0.9971923828125}, {"start": 3908.49, "end": 3908.77, "word": " السيد", "probability": 0.967041015625}, {"start": 3908.77, "end": 3912.25, "word": " مدير؟", "probability": 0.919677734375}, {"start": 3912.25, "end": 3914.19, "word": " بده", "probability": 0.6326904296875}, {"start": 3914.19, "end": 3914.47, "word": " شوية", "probability": 0.9698893229166666}, {"start": 3914.47, "end": 3915.07, "word": " مهارات", "probability": 0.9412841796875}, {"start": 3915.07, "end": 3916.17, "word": " تساعده", "probability": 0.830859375}, {"start": 3916.17, "end": 3916.27, "word": " على", "probability": 0.669921875}, {"start": 3916.27, "end": 3916.73, "word": " النجاح", "probability": 0.9796549479166666}, {"start": 3916.73, "end": 3917.23, "word": " نشوف", "probability": 0.8933919270833334}, {"start": 3917.23, "end": 3917.43, "word": " إيش", "probability": 0.8235677083333334}, {"start": 3917.43, "end": 3917.79, "word": " مطلوب", "probability": 0.8934326171875}, {"start": 3917.79, "end": 3918.07, "word": " منك", "probability": 0.99169921875}, {"start": 3918.07, "end": 3918.17, "word": " يا", "probability": 0.9765625}, {"start": 3918.17, "end": 3922.39, "word": " مدير؟", "probability": 0.86090087890625}, {"start": 3922.39, "end": 3925.53, "word": " لازم", "probability": 0.9913736979166666}, {"start": 3925.53, "end": 3925.89, "word": " المدير", "probability": 0.9912109375}, {"start": 3925.89, "end": 3926.35, "word": " الناجح", "probability": 0.9593098958333334}, {"start": 3926.35, "end": 3926.61, "word": " يكون", "probability": 0.986328125}, {"start": 3926.61, "end": 3927.01, "word": " عنده", "probability": 0.98779296875}, {"start": 3927.01, "end": 3927.37, "word": " قدرة", "probability": 0.9041341145833334}, {"start": 3927.37, "end": 3927.51, "word": " على", "probability": 0.9072265625}, {"start": 3927.51, "end": 3928.13, "word": " الإتصال", "probability": 0.85894775390625}, {"start": 3928.13, "end": 3930.19, "word": " زي", "probability": 0.917724609375}, {"start": 3930.19, "end": 3930.27, "word": " ما", "probability": 0.984375}, {"start": 3930.27, "end": 3930.63, "word": " هنشوف", "probability": 0.9599609375}], "temperature": 1.0}, {"id": 142, "seek": 395735, "start": 3934.51, "end": 3957.35, "text": "يعني أنا الآن سبونة جاية عن مدير و أنا جاية في حاجة بنسميها بتعرفوها اللي هي ال body language اللي هي لغة الجسد بتطلع عليه إذا كان شكله مريح مطمئن بتكلم أما إذا كان عصب و مش شايف نفسه أنا جاية بالغلط معلش واضح؟ إذا أول شيء الإتصال مايكونش في كلامه التكبر", "tokens": [40228, 22653, 41850, 6024, 48506, 8608, 3555, 11536, 3660, 10874, 995, 10632, 18871, 3714, 3215, 13546, 4032, 41850, 10874, 995, 10632, 8978, 11331, 26108, 3660, 44945, 38251, 1829, 11296, 39894, 3615, 28480, 2407, 11296, 13672, 1829, 39896, 2423, 1772, 2856, 13672, 1829, 39896, 5296, 17082, 3660, 25724, 3794, 3215, 39894, 9566, 1211, 3615, 47356, 11933, 15730, 25961, 13412, 28820, 3224, 3714, 16572, 5016, 3714, 9566, 2304, 19986, 1863, 39894, 4117, 19528, 5551, 15042, 11933, 15730, 25961, 6225, 9381, 3555, 4032, 37893, 13412, 995, 33911, 8717, 36178, 3224, 41850, 10874, 995, 10632, 20666, 17082, 1211, 9566, 20449, 1211, 8592, 4032, 46958, 5016, 22807, 11933, 15730, 5551, 12610, 44049, 38207, 33688, 2655, 9381, 6027, 19446, 1829, 30544, 8592, 8978, 28242, 10943, 3224, 16712, 4117, 26890], "avg_logprob": -0.19380041055621638, "compression_ratio": 1.7519685039370079, "no_speech_prob": 0.0, "words": [{"start": 3934.51, "end": 3934.83, "word": "يعني", "probability": 0.935302734375}, {"start": 3934.83, "end": 3935.05, "word": " أنا", "probability": 0.5908203125}, {"start": 3935.05, "end": 3935.35, "word": " الآن", "probability": 0.7261962890625}, {"start": 3935.35, "end": 3935.87, "word": " سبونة", "probability": 0.643951416015625}, {"start": 3935.87, "end": 3936.15, "word": " جاية", "probability": 0.8733723958333334}, {"start": 3936.15, "end": 3936.33, "word": " عن", "probability": 0.50927734375}, {"start": 3936.33, "end": 3936.75, "word": " مدير", "probability": 0.8956705729166666}, {"start": 3936.75, "end": 3937.07, "word": " و", "probability": 0.79150390625}, {"start": 3937.07, "end": 3937.23, "word": " أنا", "probability": 0.681640625}, {"start": 3937.23, "end": 3937.65, "word": " جاية", "probability": 0.9749348958333334}, {"start": 3937.65, "end": 3937.91, "word": " في", "probability": 0.6455078125}, {"start": 3937.91, "end": 3938.09, "word": " حاجة", "probability": 0.94970703125}, {"start": 3938.09, "end": 3938.49, "word": " بنسميها", "probability": 0.8792724609375}, {"start": 3938.49, "end": 3938.95, "word": " بتعرفوها", "probability": 0.860791015625}, {"start": 3938.95, "end": 3939.13, "word": " اللي", "probability": 0.7327880859375}, {"start": 3939.13, "end": 3939.25, "word": " هي", "probability": 0.96044921875}, {"start": 3939.25, "end": 3939.39, "word": " ال", "probability": 0.64892578125}, {"start": 3939.39, "end": 3939.53, "word": " body", "probability": 0.290283203125}, {"start": 3939.53, "end": 3940.01, "word": " language", "probability": 0.88623046875}, {"start": 3940.01, "end": 3940.17, "word": " اللي", "probability": 0.93408203125}, {"start": 3940.17, "end": 3940.25, "word": " هي", "probability": 0.91552734375}, {"start": 3940.25, "end": 3940.47, "word": " لغة", "probability": 0.9856770833333334}, {"start": 3940.47, "end": 3941.01, "word": " الجسد", "probability": 0.9713541666666666}, {"start": 3941.01, "end": 3942.37, "word": " بتطلع", "probability": 0.819091796875}, {"start": 3942.37, "end": 3942.71, "word": " عليه", "probability": 0.97509765625}, {"start": 3942.71, "end": 3943.35, "word": " إذا", "probability": 0.858154296875}, {"start": 3943.35, "end": 3943.57, "word": " كان", "probability": 0.9970703125}, {"start": 3943.57, "end": 3943.99, "word": " شكله", "probability": 0.984375}, {"start": 3943.99, "end": 3944.53, "word": " مريح", "probability": 0.9962565104166666}, {"start": 3944.53, "end": 3945.77, "word": " مطمئن", "probability": 0.8623046875}, {"start": 3945.77, "end": 3947.19, "word": " بتكلم", "probability": 0.7894694010416666}, {"start": 3947.19, "end": 3947.75, "word": " أما", "probability": 0.830078125}, {"start": 3947.75, "end": 3947.91, "word": " إذا", "probability": 0.681884765625}, {"start": 3947.91, "end": 3948.09, "word": " كان", "probability": 0.994140625}, {"start": 3948.09, "end": 3948.43, "word": " عصب", "probability": 0.9405924479166666}, {"start": 3948.43, "end": 3948.51, "word": " و", "probability": 0.86181640625}, {"start": 3948.51, "end": 3948.61, "word": " مش", "probability": 0.7275390625}, {"start": 3948.61, "end": 3948.79, "word": " شايف", "probability": 0.8209635416666666}, {"start": 3948.79, "end": 3949.39, "word": " نفسه", "probability": 0.998046875}, {"start": 3949.39, "end": 3950.25, "word": " أنا", "probability": 0.85498046875}, {"start": 3950.25, "end": 3950.41, "word": " جاية", "probability": 0.8221028645833334}, {"start": 3950.41, "end": 3950.77, "word": " بالغلط", "probability": 0.86041259765625}, {"start": 3950.77, "end": 3951.15, "word": " معلش", "probability": 0.90380859375}, {"start": 3951.15, "end": 3952.69, "word": " واضح؟", "probability": 0.834228515625}, {"start": 3952.69, "end": 3953.01, "word": " إذا", "probability": 0.5953369140625}, {"start": 3953.01, "end": 3953.37, "word": " أول", "probability": 0.87548828125}, {"start": 3953.37, "end": 3953.63, "word": " شيء", "probability": 0.4556884765625}, {"start": 3953.63, "end": 3954.41, "word": " الإتصال", "probability": 0.902587890625}, {"start": 3954.41, "end": 3956.17, "word": " مايكونش", "probability": 0.8878173828125}, {"start": 3956.17, "end": 3956.31, "word": " في", "probability": 0.97998046875}, {"start": 3956.31, "end": 3956.69, "word": " كلامه", "probability": 0.95068359375}, {"start": 3956.69, "end": 3957.35, "word": " التكبر", "probability": 0.9690755208333334}], "temperature": 1.0}, {"id": 143, "seek": 398602, "start": 3958.42, "end": 3986.02, "text": "وإن الناس وضعها صعب، لأ لازم يكون دائما بشوش وإنسان محترم الناس تتقبله المدير الناجح ما بيقولش أنا، بيقول نحن، هو فريقه يعني مش معقول شركة زي شركة جوال واحد بس هو الناجح أو هو الواحد المنجح، لأ طبعا هذه إحنا بنواجهها في المدارس تيجي النازرة الأقبل النازرة أنا تقول مع المد", "tokens": [2407, 28814, 1863, 2423, 8315, 3794, 4032, 11242, 3615, 11296, 20328, 3615, 3555, 12399, 5296, 10721, 5296, 31377, 2304, 7251, 30544, 11778, 16373, 15042, 4724, 8592, 2407, 8592, 4032, 28814, 1863, 3794, 7649, 3714, 33753, 2288, 2304, 2423, 8315, 3794, 6055, 2655, 4587, 36150, 3224, 9673, 3215, 13546, 28239, 26108, 5016, 19446, 4724, 1829, 39648, 8592, 41850, 12399, 4724, 1829, 39648, 8717, 5016, 1863, 12399, 31439, 6156, 16572, 4587, 3224, 37495, 22653, 37893, 20449, 39648, 13412, 31747, 3660, 30767, 1829, 13412, 31747, 3660, 10874, 2407, 6027, 36764, 24401, 4724, 3794, 31439, 28239, 26108, 5016, 34051, 31439, 2423, 14407, 24401, 9673, 1863, 7435, 5016, 12399, 5296, 10721, 23032, 3555, 3615, 995, 29538, 11933, 5016, 8315, 44945, 2407, 26108, 3224, 11296, 8978, 9673, 3215, 9640, 3794, 6055, 1829, 7435, 1829, 28239, 31377, 25720, 16247, 4587, 36150, 28239, 31377, 25720, 41850, 6055, 39648, 20449, 9673, 3215], "avg_logprob": -0.19531250382877058, "compression_ratio": 2.0371900826446283, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3958.42, "end": 3958.74, "word": "وإن", "probability": 0.761474609375}, {"start": 3958.74, "end": 3959.24, "word": " الناس", "probability": 0.9762369791666666}, {"start": 3959.24, "end": 3960.22, "word": " وضعها", "probability": 0.824462890625}, {"start": 3960.22, "end": 3960.72, "word": " صعب،", "probability": 0.7391357421875}, {"start": 3960.72, "end": 3961.34, "word": " لأ", "probability": 0.907470703125}, {"start": 3961.34, "end": 3962.06, "word": " لازم", "probability": 0.943359375}, {"start": 3962.06, "end": 3962.32, "word": " يكون", "probability": 0.9921875}, {"start": 3962.32, "end": 3962.56, "word": " دائما", "probability": 0.758544921875}, {"start": 3962.56, "end": 3963.06, "word": " بشوش", "probability": 0.858154296875}, {"start": 3963.06, "end": 3963.46, "word": " وإنسان", "probability": 0.9212890625}, {"start": 3963.46, "end": 3963.86, "word": " محترم", "probability": 0.9835205078125}, {"start": 3963.86, "end": 3964.14, "word": " الناس", "probability": 0.7584635416666666}, {"start": 3964.14, "end": 3965.02, "word": " تتقبله", "probability": 0.95263671875}, {"start": 3965.02, "end": 3966.38, "word": " المدير", "probability": 0.9720052083333334}, {"start": 3966.38, "end": 3967.04, "word": " الناجح", "probability": 0.9451497395833334}, {"start": 3967.04, "end": 3969.3, "word": " ما", "probability": 0.64794921875}, {"start": 3969.3, "end": 3969.8, "word": " بيقولش", "probability": 0.888916015625}, {"start": 3969.8, "end": 3970.96, "word": " أنا،", "probability": 0.705078125}, {"start": 3970.96, "end": 3971.26, "word": " بيقول", "probability": 0.96875}, {"start": 3971.26, "end": 3972.16, "word": " نحن،", "probability": 0.7315673828125}, {"start": 3972.16, "end": 3972.98, "word": " هو", "probability": 0.8037109375}, {"start": 3972.98, "end": 3973.64, "word": " فريقه", "probability": 0.9884033203125}, {"start": 3973.64, "end": 3974.32, "word": " يعني", "probability": 0.820068359375}, {"start": 3974.32, "end": 3974.5, "word": " مش", "probability": 0.90185546875}, {"start": 3974.5, "end": 3974.78, "word": " معقول", "probability": 0.9501953125}, {"start": 3974.78, "end": 3975.06, "word": " شركة", "probability": 0.8307291666666666}, {"start": 3975.06, "end": 3975.18, "word": " زي", "probability": 0.494171142578125}, {"start": 3975.18, "end": 3975.5, "word": " شركة", "probability": 0.994140625}, {"start": 3975.5, "end": 3975.96, "word": " جوال", "probability": 0.962890625}, {"start": 3975.96, "end": 3976.32, "word": " واحد", "probability": 0.814208984375}, {"start": 3976.32, "end": 3976.56, "word": " بس", "probability": 0.951171875}, {"start": 3976.56, "end": 3976.68, "word": " هو", "probability": 0.89013671875}, {"start": 3976.68, "end": 3977.06, "word": " الناجح", "probability": 0.9422200520833334}, {"start": 3977.06, "end": 3977.18, "word": " أو", "probability": 0.822265625}, {"start": 3977.18, "end": 3977.34, "word": " هو", "probability": 0.943359375}, {"start": 3977.34, "end": 3977.54, "word": " الواحد", "probability": 0.8818359375}, {"start": 3977.54, "end": 3977.96, "word": " المنجح،", "probability": 0.813623046875}, {"start": 3977.96, "end": 3978.06, "word": " لأ", "probability": 0.75439453125}, {"start": 3978.06, "end": 3978.32, "word": " طبعا", "probability": 0.984130859375}, {"start": 3978.32, "end": 3979.3, "word": " هذه", "probability": 0.366455078125}, {"start": 3979.3, "end": 3979.46, "word": " إحنا", "probability": 0.794677734375}, {"start": 3979.46, "end": 3979.94, "word": " بنواجهها", "probability": 0.92548828125}, {"start": 3979.94, "end": 3980.06, "word": " في", "probability": 0.97705078125}, {"start": 3980.06, "end": 3980.76, "word": " المدارس", "probability": 0.993896484375}, {"start": 3980.76, "end": 3981.86, "word": " تيجي", "probability": 0.9427490234375}, {"start": 3981.86, "end": 3982.32, "word": " النازرة", "probability": 0.6971028645833334}, {"start": 3982.32, "end": 3982.7, "word": " الأقبل", "probability": 0.5523274739583334}, {"start": 3982.7, "end": 3983.32, "word": " النازرة", "probability": 0.9065755208333334}, {"start": 3983.32, "end": 3984.16, "word": " أنا", "probability": 0.6796875}, {"start": 3984.16, "end": 3985.58, "word": " تقول", "probability": 0.7138671875}, {"start": 3985.58, "end": 3985.7, "word": " مع", "probability": 0.7841796875}, {"start": 3985.7, "end": 3986.02, "word": " المد", "probability": 0.5543212890625}], "temperature": 1.0}, {"id": 144, "seek": 401651, "start": 3988.03, "end": 4016.51, "text": "لحالك يعني ما شاء الله كاينة super لأ طبعا المدير الناجح بيعمل بروح الفريقة و ليس بروح عنانية لأنه مايفعش إدارة الدات إيش معناه إدارة الدات يتحكم بانفعالاته يتحكم بانفعالاته يكون عصابه تحت السيطرة وكمان يطور نفسه يطور نفسه طبعا المدير الناجح يكون قائد وهذه مش دايما موجودة", "tokens": [1211, 5016, 6027, 4117, 37495, 22653, 19446, 13412, 16606, 21984, 9122, 995, 9957, 3660, 1687, 5296, 10721, 23032, 3555, 3615, 995, 9673, 3215, 13546, 28239, 26108, 5016, 4724, 1829, 25957, 1211, 4724, 32887, 5016, 27188, 16572, 28671, 4032, 32239, 3794, 4724, 32887, 5016, 18871, 7649, 10632, 5296, 33456, 3224, 19446, 33911, 3615, 8592, 11933, 3215, 9640, 3660, 32748, 9307, 11933, 1829, 8592, 20449, 8315, 3224, 11933, 3215, 9640, 3660, 32748, 9307, 7251, 2655, 5016, 24793, 4724, 7649, 5172, 3615, 6027, 9307, 3224, 7251, 2655, 5016, 24793, 4724, 7649, 5172, 3615, 6027, 9307, 3224, 7251, 30544, 6225, 9381, 16758, 3224, 6055, 33753, 21136, 1829, 9566, 25720, 4032, 24793, 7649, 7251, 9566, 13063, 8717, 36178, 3224, 7251, 9566, 13063, 8717, 36178, 3224, 23032, 3555, 3615, 995, 9673, 3215, 13546, 28239, 26108, 5016, 7251, 30544, 12174, 16373, 3215, 37037, 24192, 37893, 11778, 47302, 15042, 3714, 29245, 23328, 3660], "avg_logprob": -0.1513270564275245, "compression_ratio": 2.0847457627118646, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 3988.03, "end": 3988.55, "word": "لحالك", "probability": 0.970947265625}, {"start": 3988.55, "end": 3988.77, "word": " يعني", "probability": 0.939208984375}, {"start": 3988.77, "end": 3988.91, "word": " ما", "probability": 0.4111328125}, {"start": 3988.91, "end": 3989.01, "word": " شاء", "probability": 0.98095703125}, {"start": 3989.01, "end": 3989.11, "word": " الله", "probability": 0.96240234375}, {"start": 3989.11, "end": 3989.53, "word": " كاينة", "probability": 0.7078857421875}, {"start": 3989.53, "end": 3989.89, "word": " super", "probability": 0.86181640625}, {"start": 3989.89, "end": 3990.45, "word": " لأ", "probability": 0.6866455078125}, {"start": 3990.45, "end": 3990.73, "word": " طبعا", "probability": 0.99267578125}, {"start": 3990.73, "end": 3992.03, "word": " المدير", "probability": 0.9407552083333334}, {"start": 3992.03, "end": 3992.49, "word": " الناجح", "probability": 0.9656575520833334}, {"start": 3992.49, "end": 3992.87, "word": " بيعمل", "probability": 0.9378662109375}, {"start": 3992.87, "end": 3993.17, "word": " بروح", "probability": 0.97900390625}, {"start": 3993.17, "end": 3993.85, "word": " الفريقة", "probability": 0.87744140625}, {"start": 3993.85, "end": 3994.33, "word": " و", "probability": 0.95654296875}, {"start": 3994.33, "end": 3994.49, "word": " ليس", "probability": 0.7060546875}, {"start": 3994.49, "end": 3994.75, "word": " بروح", "probability": 0.9899088541666666}, {"start": 3994.75, "end": 3995.11, "word": " عنانية", "probability": 0.7176106770833334}, {"start": 3995.11, "end": 3995.37, "word": " لأنه", "probability": 0.8248697916666666}, {"start": 3995.37, "end": 3996.47, "word": " مايفعش", "probability": 0.6427001953125}, {"start": 3996.47, "end": 3997.59, "word": " إدارة", "probability": 0.9556884765625}, {"start": 3997.59, "end": 3998.13, "word": " الدات", "probability": 0.808837890625}, {"start": 3998.13, "end": 3999.11, "word": " إيش", "probability": 0.6930338541666666}, {"start": 3999.11, "end": 3999.33, "word": " معناه", "probability": 0.7706705729166666}, {"start": 3999.33, "end": 3999.57, "word": " إدارة", "probability": 0.9927978515625}, {"start": 3999.57, "end": 3999.99, "word": " الدات", "probability": 0.972900390625}, {"start": 3999.99, "end": 4000.85, "word": " يتحكم", "probability": 0.864501953125}, {"start": 4000.85, "end": 4001.67, "word": " بانفعالاته", "probability": 0.7947126116071429}, {"start": 4001.67, "end": 4002.49, "word": " يتحكم", "probability": 0.7200927734375}, {"start": 4002.49, "end": 4003.51, "word": " بانفعالاته", "probability": 0.9440569196428571}, {"start": 4003.51, "end": 4004.21, "word": " يكون", "probability": 0.6051025390625}, {"start": 4004.21, "end": 4004.67, "word": " عصابه", "probability": 0.97900390625}, {"start": 4004.67, "end": 4004.87, "word": " تحت", "probability": 0.994140625}, {"start": 4004.87, "end": 4005.67, "word": " السيطرة", "probability": 0.98828125}, {"start": 4005.67, "end": 4006.37, "word": " وكمان", "probability": 0.9108072916666666}, {"start": 4006.37, "end": 4006.81, "word": " يطور", "probability": 0.97412109375}, {"start": 4006.81, "end": 4007.95, "word": " نفسه", "probability": 0.9983723958333334}, {"start": 4007.95, "end": 4009.39, "word": " يطور", "probability": 0.8723958333333334}, {"start": 4009.39, "end": 4010.53, "word": " نفسه", "probability": 0.9986979166666666}, {"start": 4010.53, "end": 4012.07, "word": " طبعا", "probability": 0.9853515625}, {"start": 4012.07, "end": 4012.83, "word": " المدير", "probability": 0.98779296875}, {"start": 4012.83, "end": 4013.39, "word": " الناجح", "probability": 0.95654296875}, {"start": 4013.39, "end": 4013.95, "word": " يكون", "probability": 0.99267578125}, {"start": 4013.95, "end": 4014.57, "word": " قائد", "probability": 0.974609375}, {"start": 4014.57, "end": 4015.57, "word": " وهذه", "probability": 0.5157470703125}, {"start": 4015.57, "end": 4015.73, "word": " مش", "probability": 0.908203125}, {"start": 4015.73, "end": 4015.97, "word": " دايما", "probability": 0.83154296875}, {"start": 4015.97, "end": 4016.51, "word": " موجودة", "probability": 0.9830322265625}], "temperature": 1.0}, {"id": 145, "seek": 404763, "start": 4018.07, "end": 4047.63, "text": "لما يكون منتشر عندنا الفساد الفساد الإداري بتلاقي جاعد مدير بالواسطة ولا قائد ولا حاجة والمؤسسة ضايع إذا الأصل يكون كل مدير قائد لكن مش دايما موجودة خامسة التفكير الناقد يعني اللي عنده بعض نظر يفكر كويس في مستقبل المؤسسة لا يعني هنا أن يكون المدير", "tokens": [1211, 15042, 7251, 30544, 9154, 2655, 46309, 43242, 8315, 27188, 3794, 18513, 27188, 3794, 18513, 33688, 3215, 9640, 1829, 39894, 15040, 38436, 10874, 995, 22488, 3714, 3215, 13546, 20666, 14407, 3794, 9566, 3660, 49429, 12174, 16373, 3215, 49429, 11331, 26108, 3660, 16070, 2304, 33604, 3794, 3794, 3660, 48812, 995, 40228, 11933, 15730, 16247, 36520, 7251, 30544, 28242, 3714, 3215, 13546, 12174, 16373, 3215, 44381, 37893, 11778, 47302, 15042, 3714, 29245, 23328, 3660, 16490, 10943, 3794, 3660, 16712, 5172, 4117, 13546, 28239, 995, 28543, 37495, 22653, 13672, 1829, 43242, 3224, 45030, 11242, 8717, 19913, 2288, 7251, 5172, 37983, 9122, 45865, 3794, 8978, 3714, 14851, 4587, 36150, 9673, 33604, 3794, 3794, 3660, 20193, 37495, 22653, 34105, 14739, 7251, 30544, 9673, 3215, 13546], "avg_logprob": -0.12809916961291604, "compression_ratio": 1.9867256637168142, "no_speech_prob": 0.0, "words": [{"start": 4018.07, "end": 4018.35, "word": "لما", "probability": 0.7283935546875}, {"start": 4018.35, "end": 4018.59, "word": " يكون", "probability": 0.99169921875}, {"start": 4018.59, "end": 4019.05, "word": " منتشر", "probability": 0.92529296875}, {"start": 4019.05, "end": 4019.31, "word": " عندنا", "probability": 0.6927490234375}, {"start": 4019.31, "end": 4019.87, "word": " الفساد", "probability": 0.9778645833333334}, {"start": 4019.87, "end": 4020.39, "word": " الفساد", "probability": 0.7285970052083334}, {"start": 4020.39, "end": 4020.95, "word": " الإداري", "probability": 0.9049072265625}, {"start": 4020.95, "end": 4022.97, "word": " بتلاقي", "probability": 0.777099609375}, {"start": 4022.97, "end": 4023.33, "word": " جاعد", "probability": 0.7115885416666666}, {"start": 4023.33, "end": 4023.59, "word": " مدير", "probability": 0.9913736979166666}, {"start": 4023.59, "end": 4024.27, "word": " بالواسطة", "probability": 0.924609375}, {"start": 4024.27, "end": 4024.91, "word": " ولا", "probability": 0.685546875}, {"start": 4024.91, "end": 4025.21, "word": " قائد", "probability": 0.8828125}, {"start": 4025.21, "end": 4025.35, "word": " ولا", "probability": 0.90283203125}, {"start": 4025.35, "end": 4025.75, "word": " حاجة", "probability": 0.9972330729166666}, {"start": 4025.75, "end": 4026.55, "word": " والمؤسسة", "probability": 0.9237467447916666}, {"start": 4026.55, "end": 4026.83, "word": " ضايع", "probability": 0.8763020833333334}, {"start": 4026.83, "end": 4028.23, "word": " إذا", "probability": 0.579833984375}, {"start": 4028.23, "end": 4029.13, "word": " الأصل", "probability": 0.88232421875}, {"start": 4029.13, "end": 4029.39, "word": " يكون", "probability": 0.981201171875}, {"start": 4029.39, "end": 4029.59, "word": " كل", "probability": 0.947265625}, {"start": 4029.59, "end": 4029.91, "word": " مدير", "probability": 0.9921875}, {"start": 4029.91, "end": 4030.39, "word": " قائد", "probability": 0.9851888020833334}, {"start": 4030.39, "end": 4030.93, "word": " لكن", "probability": 0.94775390625}, {"start": 4030.93, "end": 4031.11, "word": " مش", "probability": 0.96142578125}, {"start": 4031.11, "end": 4031.29, "word": " دايما", "probability": 0.81640625}, {"start": 4031.29, "end": 4032.35, "word": " موجودة", "probability": 0.93408203125}, {"start": 4032.35, "end": 4034.83, "word": " خامسة", "probability": 0.836669921875}, {"start": 4034.83, "end": 4036.61, "word": " التفكير", "probability": 0.9849853515625}, {"start": 4036.61, "end": 4037.25, "word": " الناقد", "probability": 0.75927734375}, {"start": 4037.25, "end": 4037.53, "word": " يعني", "probability": 0.961181640625}, {"start": 4037.53, "end": 4037.69, "word": " اللي", "probability": 0.92919921875}, {"start": 4037.69, "end": 4037.97, "word": " عنده", "probability": 0.978515625}, {"start": 4037.97, "end": 4038.19, "word": " بعض", "probability": 0.711669921875}, {"start": 4038.19, "end": 4039.27, "word": " نظر", "probability": 0.9837239583333334}, {"start": 4039.27, "end": 4040.53, "word": " يفكر", "probability": 0.8089192708333334}, {"start": 4040.53, "end": 4040.91, "word": " كويس", "probability": 0.9900716145833334}, {"start": 4040.91, "end": 4041.07, "word": " في", "probability": 0.97021484375}, {"start": 4041.07, "end": 4041.69, "word": " مستقبل", "probability": 0.9774169921875}, {"start": 4041.69, "end": 4042.39, "word": " المؤسسة", "probability": 0.99873046875}, {"start": 4042.39, "end": 4044.05, "word": " لا", "probability": 0.87109375}, {"start": 4044.05, "end": 4044.45, "word": " يعني", "probability": 0.970947265625}, {"start": 4044.45, "end": 4044.81, "word": " هنا", "probability": 0.99365234375}, {"start": 4044.81, "end": 4046.65, "word": " أن", "probability": 0.73046875}, {"start": 4046.65, "end": 4047.03, "word": " يكون", "probability": 0.945556640625}, {"start": 4047.03, "end": 4047.63, "word": " المدير", "probability": 0.9943033854166666}], "temperature": 1.0}, {"id": 146, "seek": 406567, "start": 4049.07, "end": 4065.67, "text": "عبقرينه، لأ، ماشي، بس يكون ذكي، أيوة، بفهم هو يطير طبعا الـ semantics كتيرة، بس هذه بس ملخصة، لمحة سريعة يكون مهني، يعني محترف في العمل إداري", "tokens": [3615, 3555, 4587, 2288, 9957, 3224, 12399, 5296, 10721, 12399, 3714, 33599, 1829, 12399, 4724, 3794, 7251, 30544, 29910, 4117, 1829, 12399, 36632, 2407, 3660, 12399, 4724, 5172, 16095, 31439, 7251, 9566, 13546, 23032, 3555, 3615, 995, 2423, 39184, 4361, 45298, 9122, 2655, 48923, 12399, 4724, 3794, 29538, 4724, 3794, 3714, 1211, 9778, 9381, 3660, 12399, 32767, 5016, 3660, 8608, 16572, 27884, 7251, 30544, 3714, 3224, 22653, 12399, 37495, 22653, 3714, 33753, 28480, 8978, 18863, 42213, 11933, 3215, 9640, 1829], "avg_logprob": -0.1598186698960669, "compression_ratio": 1.496969696969697, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 4049.0699999999997, "end": 4049.83, "word": "عبقرينه،", "probability": 0.8539690290178571}, {"start": 4049.83, "end": 4050.59, "word": " لأ،", "probability": 0.8507486979166666}, {"start": 4050.59, "end": 4051.95, "word": " ماشي،", "probability": 0.9036865234375}, {"start": 4051.95, "end": 4052.23, "word": " بس", "probability": 0.991455078125}, {"start": 4052.23, "end": 4052.49, "word": " يكون", "probability": 0.989501953125}, {"start": 4052.49, "end": 4054.79, "word": " ذكي،", "probability": 0.8465576171875}, {"start": 4054.79, "end": 4055.27, "word": " أيوة،", "probability": 0.7764892578125}, {"start": 4055.27, "end": 4055.49, "word": " بفهم", "probability": 0.8408203125}, {"start": 4055.49, "end": 4055.63, "word": " هو", "probability": 0.449951171875}, {"start": 4055.63, "end": 4056.07, "word": " يطير", "probability": 0.8759765625}, {"start": 4056.07, "end": 4058.25, "word": " طبعا", "probability": 0.900146484375}, {"start": 4058.25, "end": 4058.43, "word": " الـ", "probability": 0.5604248046875}, {"start": 4058.43, "end": 4058.69, "word": " semantics", "probability": 0.5068359375}, {"start": 4058.69, "end": 4059.59, "word": " كتيرة،", "probability": 0.91259765625}, {"start": 4059.59, "end": 4059.73, "word": " بس", "probability": 0.995361328125}, {"start": 4059.73, "end": 4059.87, "word": " هذه", "probability": 0.42236328125}, {"start": 4059.87, "end": 4060.07, "word": " بس", "probability": 0.901611328125}, {"start": 4060.07, "end": 4060.81, "word": " ملخصة،", "probability": 0.931884765625}, {"start": 4060.81, "end": 4061.11, "word": " لمحة", "probability": 0.97314453125}, {"start": 4061.11, "end": 4061.49, "word": " سريعة", "probability": 0.94921875}, {"start": 4061.49, "end": 4063.41, "word": " يكون", "probability": 0.807373046875}, {"start": 4063.41, "end": 4063.91, "word": " مهني،", "probability": 0.9547119140625}, {"start": 4063.91, "end": 4064.09, "word": " يعني", "probability": 0.982177734375}, {"start": 4064.09, "end": 4064.69, "word": " محترف", "probability": 0.8577473958333334}, {"start": 4064.69, "end": 4064.85, "word": " في", "probability": 0.96044921875}, {"start": 4064.85, "end": 4065.15, "word": " العمل", "probability": 0.987548828125}, {"start": 4065.15, "end": 4065.67, "word": " إداري", "probability": 0.900390625}], "temperature": 1.0}, {"id": 147, "seek": 409529, "start": 4066.27, "end": 4095.29, "text": "مع الخبرة والممارسة وسنوات العمل بيكون محترف تماما في عمل الإدار بيميز بين الناس، بيعرف إيش الشغل، إيش القرارات، إيش بترتب على هذه القرارات، واضح؟ إذا تعرفنا على الإدارة، تعرفنا على وظائفها الأربعة، بعدين تعرفنا على المدير، تعرفنا على مستويات الإدارة، وتعرفنا على مهارات المدير", "tokens": [2304, 3615, 33962, 3555, 25720, 16070, 2304, 2304, 9640, 3794, 3660, 46952, 1863, 14407, 2655, 18863, 42213, 4724, 1829, 30544, 3714, 33753, 28480, 46811, 10943, 995, 8978, 6225, 42213, 33688, 3215, 9640, 4724, 32640, 1829, 11622, 49374, 2423, 8315, 3794, 12399, 4724, 40228, 28480, 11933, 1829, 8592, 25124, 17082, 1211, 12399, 11933, 1829, 8592, 25062, 2288, 9640, 9307, 12399, 11933, 1829, 8592, 39894, 43500, 3555, 15844, 29538, 25062, 2288, 9640, 9307, 12399, 4032, 46958, 5016, 22807, 11933, 15730, 37279, 28480, 8315, 15844, 33688, 3215, 9640, 3660, 12399, 37279, 28480, 8315, 15844, 4032, 19913, 16373, 5172, 11296, 16247, 25513, 27884, 12399, 39182, 9957, 37279, 28480, 8315, 15844, 9673, 3215, 13546, 12399, 37279, 28480, 8315, 15844, 3714, 14851, 45865, 9307, 33688, 3215, 9640, 3660, 12399, 34683, 3615, 28480, 8315, 15844, 3714, 3224, 9640, 9307, 9673, 3215, 13546], "avg_logprob": -0.09880514733274193, "compression_ratio": 2.3502304147465436, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 4066.27, "end": 4066.59, "word": "مع", "probability": 0.93115234375}, {"start": 4066.59, "end": 4067.15, "word": " الخبرة", "probability": 0.9557291666666666}, {"start": 4067.15, "end": 4068.77, "word": " والممارسة", "probability": 0.9054361979166666}, {"start": 4068.77, "end": 4069.67, "word": " وسنوات", "probability": 0.760009765625}, {"start": 4069.67, "end": 4069.97, "word": " العمل", "probability": 0.971923828125}, {"start": 4069.97, "end": 4070.51, "word": " بيكون", "probability": 0.8277994791666666}, {"start": 4070.51, "end": 4071.25, "word": " محترف", "probability": 0.9847005208333334}, {"start": 4071.25, "end": 4071.65, "word": " تماما", "probability": 0.9807942708333334}, {"start": 4071.65, "end": 4071.77, "word": " في", "probability": 0.88818359375}, {"start": 4071.77, "end": 4072.13, "word": " عمل", "probability": 0.980224609375}, {"start": 4072.13, "end": 4072.97, "word": " الإدار", "probability": 0.9845377604166666}, {"start": 4072.97, "end": 4073.91, "word": " بيميز", "probability": 0.8741455078125}, {"start": 4073.91, "end": 4074.15, "word": " بين", "probability": 0.9853515625}, {"start": 4074.15, "end": 4074.65, "word": " الناس،", "probability": 0.85662841796875}, {"start": 4074.65, "end": 4074.87, "word": " بيعرف", "probability": 0.8564453125}, {"start": 4074.87, "end": 4075.03, "word": " إيش", "probability": 0.7608235677083334}, {"start": 4075.03, "end": 4075.47, "word": " الشغل،", "probability": 0.9532470703125}, {"start": 4075.47, "end": 4075.57, "word": " إيش", "probability": 0.9601236979166666}, {"start": 4075.57, "end": 4076.67, "word": " القرارات،", "probability": 0.899609375}, {"start": 4076.67, "end": 4076.83, "word": " إيش", "probability": 0.9710286458333334}, {"start": 4076.83, "end": 4077.31, "word": " بترتب", "probability": 0.9480794270833334}, {"start": 4077.31, "end": 4077.45, "word": " على", "probability": 0.916015625}, {"start": 4077.45, "end": 4077.83, "word": " هذه", "probability": 0.8876953125}, {"start": 4077.83, "end": 4079.63, "word": " القرارات،", "probability": 0.880078125}, {"start": 4079.63, "end": 4081.07, "word": " واضح؟", "probability": 0.974609375}, {"start": 4081.07, "end": 4081.59, "word": " إذا", "probability": 0.787109375}, {"start": 4081.59, "end": 4082.15, "word": " تعرفنا", "probability": 0.9225260416666666}, {"start": 4082.15, "end": 4082.29, "word": " على", "probability": 0.71484375}, {"start": 4082.29, "end": 4084.39, "word": " الإدارة،", "probability": 0.92802734375}, {"start": 4084.39, "end": 4084.93, "word": " تعرفنا", "probability": 0.9925130208333334}, {"start": 4084.93, "end": 4085.05, "word": " على", "probability": 0.7353515625}, {"start": 4085.05, "end": 4085.53, "word": " وظائفها", "probability": 0.95888671875}, {"start": 4085.53, "end": 4087.63, "word": " الأربعة،", "probability": 0.935791015625}, {"start": 4087.63, "end": 4087.89, "word": " بعدين", "probability": 0.787109375}, {"start": 4087.89, "end": 4088.31, "word": " تعرفنا", "probability": 0.9913736979166666}, {"start": 4088.31, "end": 4088.43, "word": " على", "probability": 0.9189453125}, {"start": 4088.43, "end": 4089.89, "word": " المدير،", "probability": 0.9365234375}, {"start": 4089.89, "end": 4090.41, "word": " تعرفنا", "probability": 0.9845377604166666}, {"start": 4090.41, "end": 4090.49, "word": " على", "probability": 0.8876953125}, {"start": 4090.49, "end": 4091.07, "word": " مستويات", "probability": 0.9927978515625}, {"start": 4091.07, "end": 4092.67, "word": " الإدارة،", "probability": 0.9263671875}, {"start": 4092.67, "end": 4093.31, "word": " وتعرفنا", "probability": 0.900390625}, {"start": 4093.31, "end": 4093.45, "word": " على", "probability": 0.95654296875}, {"start": 4093.45, "end": 4094.17, "word": " مهارات", "probability": 0.9901123046875}, {"start": 4094.17, "end": 4095.29, "word": " المدير", "probability": 0.9952799479166666}], "temperature": 1.0}, {"id": 148, "seek": 412033, "start": 4096.27, "end": 4120.33, "text": "الآن حابين تاخدوا break قعدوا بالله من الشتاء الرجيم بسم الله الرحمن الرحيم أهلا وسهلا فيكوا في الجزء التاني من هذه المحاضرة قبل ما نبدأ المحاضرة و نكمل ان شاء الله على منظمات الأعمال في أمامنا تنشيط للذاكرة في عندنا هذا واحدة منكوا بدها توصل للجامعة إيش الطريقة اللي ممكن تمشي فيها؟ كده هتصرف تلاتة", "tokens": [6027, 148, 48506, 11331, 16758, 9957, 6055, 47283, 3215, 14407, 1821, 12174, 22488, 14407, 20666, 43761, 9154, 25124, 2655, 16606, 34892, 7435, 32640, 4724, 38251, 21984, 34892, 5016, 27842, 34892, 5016, 32640, 5551, 3224, 15040, 46952, 3224, 15040, 8978, 4117, 14407, 8978, 25724, 11622, 38207, 16712, 7649, 1829, 9154, 29538, 9673, 5016, 46958, 25720, 12174, 36150, 19446, 8717, 44510, 10721, 9673, 5016, 46958, 25720, 4032, 8717, 24793, 1211, 16472, 13412, 16606, 21984, 15844, 9154, 19913, 2304, 9307, 16247, 25957, 6027, 8978, 5551, 2304, 10943, 8315, 6055, 1863, 8592, 1829, 9566, 24976, 15730, 4117, 25720, 8978, 43242, 8315, 23758, 36764, 24401, 3660, 9154, 4117, 14407, 47525, 11296, 6055, 2407, 36520, 24976, 7435, 10943, 27884, 11933, 1829, 8592, 41950, 16572, 28671, 13672, 1829, 3714, 43020, 6055, 2304, 8592, 1829, 8978, 11296, 22807, 9122, 3215, 3224, 8032, 2655, 9381, 28480, 6055, 1211, 9307, 3660], "avg_logprob": -0.20488556978148473, "compression_ratio": 1.9458483754512634, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 4096.27, "end": 4096.59, "word": "الآن", "probability": 0.7347819010416666}, {"start": 4096.59, "end": 4096.93, "word": " حابين", "probability": 0.757568359375}, {"start": 4096.93, "end": 4097.29, "word": " تاخدوا", "probability": 0.984619140625}, {"start": 4097.29, "end": 4097.69, "word": " break", "probability": 0.94677734375}, {"start": 4097.69, "end": 4098.69, "word": " قعدوا", "probability": 0.8046875}, {"start": 4098.69, "end": 4098.91, "word": " بالله", "probability": 0.6114501953125}, {"start": 4098.91, "end": 4098.99, "word": " من", "probability": 0.9296875}, {"start": 4098.99, "end": 4099.21, "word": " الشتاء", "probability": 0.4539388020833333}, {"start": 4099.21, "end": 4099.57, "word": " الرجيم", "probability": 0.9375}, {"start": 4099.57, "end": 4099.81, "word": " بسم", "probability": 0.833984375}, {"start": 4099.81, "end": 4099.95, "word": " الله", "probability": 0.9140625}, {"start": 4099.95, "end": 4100.27, "word": " الرحمن", "probability": 0.9578450520833334}, {"start": 4100.27, "end": 4100.65, "word": " الرحيم", "probability": 0.994140625}, {"start": 4100.65, "end": 4101.31, "word": " أهلا", "probability": 0.9638671875}, {"start": 4101.31, "end": 4101.57, "word": " وسهلا", "probability": 0.8280436197916666}, {"start": 4101.57, "end": 4101.87, "word": " فيكوا", "probability": 0.6883138020833334}, {"start": 4101.87, "end": 4101.95, "word": " في", "probability": 0.9208984375}, {"start": 4101.95, "end": 4102.21, "word": " الجزء", "probability": 0.9871419270833334}, {"start": 4102.21, "end": 4102.51, "word": " التاني", "probability": 0.95556640625}, {"start": 4102.51, "end": 4102.65, "word": " من", "probability": 0.9873046875}, {"start": 4102.65, "end": 4102.83, "word": " هذه", "probability": 0.7958984375}, {"start": 4102.83, "end": 4103.35, "word": " المحاضرة", "probability": 0.95166015625}, {"start": 4103.35, "end": 4104.15, "word": " قبل", "probability": 0.772216796875}, {"start": 4104.15, "end": 4104.25, "word": " ما", "probability": 0.8232421875}, {"start": 4104.25, "end": 4104.63, "word": " نبدأ", "probability": 0.9694010416666666}, {"start": 4104.63, "end": 4105.27, "word": " المحاضرة", "probability": 0.99072265625}, {"start": 4105.27, "end": 4105.41, "word": " و", "probability": 0.90087890625}, {"start": 4105.41, "end": 4105.67, "word": " نكمل", "probability": 0.8269856770833334}, {"start": 4105.67, "end": 4105.79, "word": " ان", "probability": 0.484619140625}, {"start": 4105.79, "end": 4105.99, "word": " شاء", "probability": 0.956298828125}, {"start": 4105.99, "end": 4106.01, "word": " الله", "probability": 0.955078125}, {"start": 4106.01, "end": 4106.15, "word": " على", "probability": 0.46826171875}, {"start": 4106.15, "end": 4106.55, "word": " منظمات", "probability": 0.8597412109375}, {"start": 4106.55, "end": 4106.89, "word": " الأعمال", "probability": 0.9554036458333334}, {"start": 4106.89, "end": 4107.05, "word": " في", "probability": 0.55126953125}, {"start": 4107.05, "end": 4107.61, "word": " أمامنا", "probability": 0.9664306640625}, {"start": 4107.61, "end": 4108.61, "word": " تنشيط", "probability": 0.97138671875}, {"start": 4108.61, "end": 4109.45, "word": " للذاكرة", "probability": 0.8541259765625}, {"start": 4109.45, "end": 4110.39, "word": " في", "probability": 0.720703125}, {"start": 4110.39, "end": 4110.67, "word": " عندنا", "probability": 0.6617431640625}, {"start": 4110.67, "end": 4110.87, "word": " هذا", "probability": 0.5234375}, {"start": 4110.87, "end": 4111.31, "word": " واحدة", "probability": 0.9889322916666666}, {"start": 4111.31, "end": 4111.79, "word": " منكوا", "probability": 0.8727213541666666}, {"start": 4111.79, "end": 4112.35, "word": " بدها", "probability": 0.66259765625}, {"start": 4112.35, "end": 4112.61, "word": " توصل", "probability": 0.7538248697916666}, {"start": 4112.61, "end": 4113.31, "word": " للجامعة", "probability": 0.9462890625}, {"start": 4113.31, "end": 4114.07, "word": " إيش", "probability": 0.7601725260416666}, {"start": 4114.07, "end": 4114.47, "word": " الطريقة", "probability": 0.97802734375}, {"start": 4114.47, "end": 4114.59, "word": " اللي", "probability": 0.79443359375}, {"start": 4114.59, "end": 4114.73, "word": " ممكن", "probability": 0.99169921875}, {"start": 4114.73, "end": 4115.11, "word": " تمشي", "probability": 0.7808837890625}, {"start": 4115.11, "end": 4117.45, "word": " فيها؟", "probability": 0.87841796875}, {"start": 4117.45, "end": 4119.93, "word": " كده", "probability": 0.5669759114583334}, {"start": 4119.93, "end": 4119.93, "word": " هتصرف", "probability": 0.70458984375}, {"start": 4119.93, "end": 4120.33, "word": " تلاتة", "probability": 0.897216796875}], "temperature": 1.0}, {"id": 149, "seek": 415456, "start": 4127.86, "end": 4154.56, "text": "هذه الصحة مثلًا. في طريقة تانية، بدل ما نفكر في الولد. في الولد. على فكرة، هذا جسد، ممكن تمشي من تحته.", "tokens": [3224, 24192, 31767, 5016, 3660, 50113, 1211, 14111, 995, 13, 8978, 23032, 16572, 28671, 6055, 7649, 10632, 12399, 47525, 1211, 19446, 8717, 5172, 37983, 8978, 2423, 12610, 3215, 13, 8978, 2423, 12610, 3215, 13, 15844, 6156, 4117, 25720, 12399, 23758, 10874, 3794, 3215, 12399, 3714, 43020, 46811, 8592, 1829, 9154, 6055, 33753, 3224, 13], "avg_logprob": -0.2877841049974615, "compression_ratio": 1.4634146341463414, "no_speech_prob": 0.0, "words": [{"start": 4127.86, "end": 4128.14, "word": "هذه", "probability": 0.7646484375}, {"start": 4128.14, "end": 4128.42, "word": " الصحة", "probability": 0.7775065104166666}, {"start": 4128.42, "end": 4128.88, "word": " مثلًا.", "probability": 0.687347412109375}, {"start": 4142.6, "end": 4143.28, "word": " في", "probability": 0.08453369140625}, {"start": 4143.28, "end": 4143.68, "word": " طريقة", "probability": 0.9480794270833334}, {"start": 4143.68, "end": 4144.14, "word": " تانية،", "probability": 0.8052978515625}, {"start": 4144.14, "end": 4144.18, "word": " بدل", "probability": 0.544921875}, {"start": 4144.18, "end": 4144.26, "word": " ما", "probability": 0.320068359375}, {"start": 4144.26, "end": 4144.6, "word": " نفكر", "probability": 0.95068359375}, {"start": 4144.6, "end": 4144.76, "word": " في", "probability": 0.65478515625}, {"start": 4144.76, "end": 4145.14, "word": " الولد.", "probability": 0.94677734375}, {"start": 4147.9, "end": 4148.12, "word": " في", "probability": 0.74072265625}, {"start": 4148.12, "end": 4148.54, "word": " الولد.", "probability": 0.9951171875}, {"start": 4152.04, "end": 4152.72, "word": " على", "probability": 0.68994140625}, {"start": 4152.72, "end": 4152.98, "word": " فكرة،", "probability": 0.87744140625}, {"start": 4152.98, "end": 4153.04, "word": " هذا", "probability": 0.927734375}, {"start": 4153.04, "end": 4153.62, "word": " جسد،", "probability": 0.7666015625}, {"start": 4153.62, "end": 4153.84, "word": " ممكن", "probability": 0.755126953125}, {"start": 4153.84, "end": 4154.12, "word": " تمشي", "probability": 0.9200846354166666}, {"start": 4154.12, "end": 4154.22, "word": " من", "probability": 0.99560546875}, {"start": 4154.22, "end": 4154.56, "word": " تحته.", "probability": 0.9949544270833334}], "temperature": 1.0}, {"id": 150, "seek": 418578, "start": 4156.94, "end": 4185.78, "text": "طب احنا ممكن نشكل بالتفكير، من هنا إيش رايكم؟ ممكن نعكسها؟ طريق، طريق، نشوف حالة نوصل ولا نوجف، طلعة، ممتازة، هذا الجثة دي عندي مش طريق زي ما حكيتها طب افرض جامعة هنق جارت اتنين، هاي هنق، ماشي هنق، ماشي هنق،", "tokens": [9566, 3555, 1975, 5016, 8315, 3714, 43020, 8717, 8592, 28820, 20666, 2655, 5172, 4117, 13546, 12399, 9154, 34105, 11933, 1829, 8592, 12602, 47302, 24793, 22807, 3714, 43020, 8717, 3615, 4117, 3794, 11296, 22807, 23032, 16572, 4587, 12399, 23032, 16572, 4587, 12399, 8717, 8592, 38688, 11331, 6027, 3660, 8717, 2407, 36520, 49429, 8717, 29245, 5172, 12399, 23032, 1211, 27884, 12399, 3714, 2304, 2655, 31377, 3660, 12399, 23758, 25724, 12984, 3660, 11778, 1829, 18871, 16254, 37893, 23032, 16572, 4587, 30767, 1829, 19446, 11331, 4117, 36081, 11296, 23032, 3555, 1975, 5172, 43042, 10874, 10943, 27884, 8032, 1863, 4587, 10874, 9640, 2655, 1975, 2655, 1863, 9957, 12399, 8032, 47302, 8032, 1863, 4587, 12399, 3714, 33599, 1829, 8032, 1863, 4587, 12399, 3714, 33599, 1829, 8032, 1863, 4587, 12399], "avg_logprob": -0.23261088697660354, "compression_ratio": 1.9081632653061225, "no_speech_prob": 0.0, "words": [{"start": 4156.94, "end": 4157.18, "word": "طب", "probability": 0.8291015625}, {"start": 4157.18, "end": 4157.34, "word": " احنا", "probability": 0.8346354166666666}, {"start": 4157.34, "end": 4157.56, "word": " ممكن", "probability": 0.98876953125}, {"start": 4157.56, "end": 4157.88, "word": " نشكل", "probability": 0.8583984375}, {"start": 4157.88, "end": 4158.82, "word": " بالتفكير،", "probability": 0.8549397786458334}, {"start": 4158.82, "end": 4158.96, "word": " من", "probability": 0.986328125}, {"start": 4158.96, "end": 4159.18, "word": " هنا", "probability": 0.99365234375}, {"start": 4159.18, "end": 4161.42, "word": " إيش", "probability": 0.739013671875}, {"start": 4161.42, "end": 4163.4, "word": " رايكم؟", "probability": 0.7537841796875}, {"start": 4163.4, "end": 4163.98, "word": " ممكن", "probability": 0.99169921875}, {"start": 4163.98, "end": 4165.68, "word": " نعكسها؟", "probability": 0.967529296875}, {"start": 4165.68, "end": 4167.76, "word": " طريق،", "probability": 0.697998046875}, {"start": 4167.76, "end": 4168.48, "word": " طريق،", "probability": 0.8963623046875}, {"start": 4168.48, "end": 4170.4, "word": " نشوف", "probability": 0.8186848958333334}, {"start": 4170.4, "end": 4170.62, "word": " حالة", "probability": 0.6761067708333334}, {"start": 4170.62, "end": 4170.82, "word": " نوصل", "probability": 0.8522135416666666}, {"start": 4170.82, "end": 4170.98, "word": " ولا", "probability": 0.70263671875}, {"start": 4170.98, "end": 4173.1, "word": " نوجف،", "probability": 0.656005859375}, {"start": 4173.1, "end": 4173.38, "word": " طلعة،", "probability": 0.70245361328125}, {"start": 4173.38, "end": 4174.6, "word": " ممتازة،", "probability": 0.8655598958333334}, {"start": 4174.6, "end": 4174.78, "word": " هذا", "probability": 0.7041015625}, {"start": 4174.78, "end": 4175.04, "word": " الجثة", "probability": 0.5619303385416666}, {"start": 4175.04, "end": 4175.14, "word": " دي", "probability": 0.8701171875}, {"start": 4175.14, "end": 4175.34, "word": " عندي", "probability": 0.77978515625}, {"start": 4175.34, "end": 4175.56, "word": " مش", "probability": 0.546875}, {"start": 4175.56, "end": 4175.96, "word": " طريق", "probability": 0.9557291666666666}, {"start": 4175.96, "end": 4176.06, "word": " زي", "probability": 0.6376953125}, {"start": 4176.06, "end": 4176.18, "word": " ما", "probability": 0.9560546875}, {"start": 4176.18, "end": 4176.76, "word": " حكيتها", "probability": 0.875244140625}, {"start": 4176.76, "end": 4177.28, "word": " طب", "probability": 0.86181640625}, {"start": 4177.28, "end": 4177.7, "word": " افرض", "probability": 0.8167317708333334}, {"start": 4177.7, "end": 4178.72, "word": " جامعة", "probability": 0.8087565104166666}, {"start": 4178.72, "end": 4179.34, "word": " هنق", "probability": 0.711181640625}, {"start": 4179.34, "end": 4179.74, "word": " جارت", "probability": 0.7224934895833334}, {"start": 4179.74, "end": 4180.8, "word": " اتنين،", "probability": 0.827783203125}, {"start": 4180.8, "end": 4183.2, "word": " هاي", "probability": 0.59228515625}, {"start": 4183.2, "end": 4183.94, "word": " هنق،", "probability": 0.9814453125}, {"start": 4183.94, "end": 4184.46, "word": " ماشي", "probability": 0.9313151041666666}, {"start": 4184.46, "end": 4184.78, "word": " هنق،", "probability": 0.9775390625}, {"start": 4184.78, "end": 4185.1, "word": " ماشي", "probability": 0.9539388020833334}, {"start": 4185.1, "end": 4185.78, "word": " هنق،", "probability": 0.9830322265625}], "temperature": 1.0}, {"id": 151, "seek": 421209, "start": 4188.03, "end": 4212.09, "text": "ماشية، هوبة، معلش أنا سمية أو لا، حكوا واحد، تشوف إيش بيطلع معاهم على فكرة أنا ضايقت في الطريق أه، خلاص، مافيش إمكانية، إذا الحل هنا إيش؟ تلاتة", "tokens": [2304, 33599, 10632, 12399, 8032, 37746, 3660, 12399, 20449, 1211, 8592, 41850, 8608, 2304, 10632, 34051, 20193, 12399, 11331, 4117, 14407, 36764, 24401, 12399, 6055, 8592, 38688, 11933, 1829, 8592, 4724, 1829, 9566, 1211, 3615, 20449, 995, 16095, 15844, 6156, 4117, 25720, 41850, 48812, 47302, 38149, 8978, 41950, 16572, 4587, 5551, 3224, 12399, 16490, 1211, 33546, 12399, 19446, 41185, 8592, 11933, 2304, 41361, 10632, 12399, 11933, 15730, 21542, 1211, 34105, 11933, 1829, 8592, 22807, 6055, 1211, 9307, 3660], "avg_logprob": -0.30537975438033477, "compression_ratio": 1.608695652173913, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 4188.03, "end": 4188.61, "word": "ماشية،", "probability": 0.7386474609375}, {"start": 4188.61, "end": 4189.19, "word": " هوبة،", "probability": 0.40594482421875}, {"start": 4189.19, "end": 4192.23, "word": " معلش", "probability": 0.7516276041666666}, {"start": 4192.23, "end": 4192.47, "word": " أنا", "probability": 0.5751953125}, {"start": 4192.47, "end": 4195.39, "word": " سمية", "probability": 0.5426432291666666}, {"start": 4195.39, "end": 4195.53, "word": " أو", "probability": 0.376220703125}, {"start": 4195.53, "end": 4195.77, "word": " لا،", "probability": 0.5533447265625}, {"start": 4195.77, "end": 4195.95, "word": " حكوا", "probability": 0.7434895833333334}, {"start": 4195.95, "end": 4196.81, "word": " واحد،", "probability": 0.935546875}, {"start": 4196.81, "end": 4197.01, "word": " تشوف", "probability": 0.9825846354166666}, {"start": 4197.01, "end": 4197.15, "word": " إيش", "probability": 0.8002115885416666}, {"start": 4197.15, "end": 4197.47, "word": " بيطلع", "probability": 0.84482421875}, {"start": 4197.47, "end": 4199.25, "word": " معاهم", "probability": 0.8479817708333334}, {"start": 4199.25, "end": 4203.73, "word": " على", "probability": 0.34716796875}, {"start": 4203.73, "end": 4203.93, "word": " فكرة", "probability": 0.9661458333333334}, {"start": 4203.93, "end": 4204.09, "word": " أنا", "probability": 0.81787109375}, {"start": 4204.09, "end": 4204.27, "word": " ضايقت", "probability": 0.6629231770833334}, {"start": 4204.27, "end": 4204.39, "word": " في", "probability": 0.91845703125}, {"start": 4204.39, "end": 4205.05, "word": " الطريق", "probability": 0.9900716145833334}, {"start": 4205.05, "end": 4207.87, "word": " أه،", "probability": 0.5906982421875}, {"start": 4207.87, "end": 4208.93, "word": " خلاص،", "probability": 0.86151123046875}, {"start": 4208.93, "end": 4209.11, "word": " مافيش", "probability": 0.96533203125}, {"start": 4209.11, "end": 4210.31, "word": " إمكانية،", "probability": 0.755517578125}, {"start": 4210.31, "end": 4210.51, "word": " إذا", "probability": 0.8916015625}, {"start": 4210.51, "end": 4210.83, "word": " الحل", "probability": 0.88671875}, {"start": 4210.83, "end": 4211.01, "word": " هنا", "probability": 0.9873046875}, {"start": 4211.01, "end": 4211.83, "word": " إيش؟", "probability": 0.8624267578125}, {"start": 4211.83, "end": 4212.09, "word": " تلاتة", "probability": 0.8255615234375}], "temperature": 1.0}, {"id": 152, "seek": 423267, "start": 4216.47, "end": 4232.67, "text": "بتعون الفيزيا نمسح خيط الطريق هادئ مين الحوض اللي هيمتلق أولاً؟ تسألوني؟", "tokens": [3555, 2655, 3615, 11536, 27188, 1829, 11622, 25528, 8717, 2304, 3794, 5016, 16490, 1829, 9566, 41950, 16572, 4587, 8032, 18513, 19986, 3714, 9957, 21542, 2407, 11242, 13672, 1829, 8032, 32640, 2655, 1211, 4587, 5551, 12610, 995, 14111, 22807, 6055, 3794, 10721, 1211, 11536, 1829, 22807], "avg_logprob": -0.29025137100530707, "compression_ratio": 1.2788461538461537, "no_speech_prob": 0.0, "words": [{"start": 4216.47, "end": 4216.87, "word": "بتعون", "probability": 0.654052734375}, {"start": 4216.87, "end": 4217.79, "word": " الفيزيا", "probability": 0.8204345703125}, {"start": 4217.79, "end": 4220.95, "word": " نمسح", "probability": 0.9061279296875}, {"start": 4220.95, "end": 4221.27, "word": " خيط", "probability": 0.7266031901041666}, {"start": 4221.27, "end": 4221.67, "word": " الطريق", "probability": 0.984375}, {"start": 4221.67, "end": 4222.29, "word": " هادئ", "probability": 0.556396484375}, {"start": 4222.29, "end": 4223.93, "word": " مين", "probability": 0.80126953125}, {"start": 4223.93, "end": 4224.81, "word": " الحوض", "probability": 0.8474934895833334}, {"start": 4224.81, "end": 4224.95, "word": " اللي", "probability": 0.852294921875}, {"start": 4224.95, "end": 4225.45, "word": " هيمتلق", "probability": 0.8048828125}, {"start": 4225.45, "end": 4231.93, "word": " أولاً؟", "probability": 0.7556640625}, {"start": 4231.93, "end": 4232.67, "word": " تسألوني؟", "probability": 0.8492082868303571}], "temperature": 1.0}, {"id": 153, "seek": 427199, "start": 4255.01, "end": 4271.99, "text": "ممتاز، المي هتنزل من اتنين لتلاتة و تروح على أربعة متري و هكذا، ممتاز هو ده السؤال اللي غزه", "tokens": [2304, 2304, 2655, 31377, 12399, 9673, 1829, 8032, 2655, 1863, 11622, 1211, 9154, 1975, 2655, 1863, 9957, 5296, 2655, 1211, 9307, 3660, 4032, 6055, 32887, 5016, 15844, 5551, 25513, 27884, 44650, 16572, 4032, 8032, 4117, 15730, 12399, 3714, 2304, 2655, 31377, 31439, 11778, 3224, 21136, 33604, 6027, 13672, 1829, 32771, 11622, 3224], "avg_logprob": -0.33785377583413756, "compression_ratio": 1.4385964912280702, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 4255.009999999999, "end": 4255.69, "word": "ممتاز،", "probability": 0.69775390625}, {"start": 4255.69, "end": 4256.37, "word": " المي", "probability": 0.623291015625}, {"start": 4256.37, "end": 4256.89, "word": " هتنزل", "probability": 0.771044921875}, {"start": 4256.89, "end": 4261.53, "word": " من", "probability": 0.93017578125}, {"start": 4261.53, "end": 4261.77, "word": " اتنين", "probability": 0.760528564453125}, {"start": 4261.77, "end": 4262.51, "word": " لتلاتة", "probability": 0.917578125}, {"start": 4262.51, "end": 4262.81, "word": " و", "probability": 0.414794921875}, {"start": 4262.81, "end": 4263.29, "word": " تروح", "probability": 0.6380208333333334}, {"start": 4263.29, "end": 4263.43, "word": " على", "probability": 0.51611328125}, {"start": 4263.43, "end": 4263.71, "word": " أربعة", "probability": 0.7954915364583334}, {"start": 4263.71, "end": 4264.05, "word": " متري", "probability": 0.825927734375}, {"start": 4264.05, "end": 4264.19, "word": " و", "probability": 0.43017578125}, {"start": 4264.19, "end": 4264.67, "word": " هكذا،", "probability": 0.86962890625}, {"start": 4264.67, "end": 4265.17, "word": " ممتاز", "probability": 0.9827880859375}, {"start": 4265.17, "end": 4271.19, "word": " هو", "probability": 0.20458984375}, {"start": 4271.19, "end": 4271.29, "word": " ده", "probability": 0.86669921875}, {"start": 4271.29, "end": 4271.53, "word": " السؤال", "probability": 0.8455403645833334}, {"start": 4271.53, "end": 4271.67, "word": " اللي", "probability": 0.8017578125}, {"start": 4271.67, "end": 4271.99, "word": " غزه", "probability": 0.5945638020833334}], "temperature": 1.0}, {"id": 154, "seek": 430164, "start": 4280.48, "end": 4301.64, "text": "أهوال موجود وعزمى فقود؟ إيش بطلع؟ الهوى لو فقدناه مش بيتموت؟ طيب الميه، الإجابة الميه، الميه لما يكون موجود ولعبان، لكن لما نعتش، بصير أغلى حاجة عندنا", "tokens": [10721, 3224, 2407, 6027, 3714, 29245, 23328, 4032, 3615, 11622, 2304, 7578, 6156, 4587, 23328, 22807, 11933, 1829, 8592, 4724, 9566, 1211, 3615, 22807, 2423, 3224, 2407, 7578, 45164, 6156, 28543, 8315, 3224, 37893, 4724, 36081, 2304, 35473, 22807, 23032, 1829, 3555, 9673, 1829, 3224, 12399, 33688, 7435, 16758, 3660, 9673, 1829, 3224, 12399, 9673, 1829, 3224, 5296, 15042, 7251, 30544, 3714, 29245, 23328, 4032, 1211, 3615, 3555, 7649, 12399, 44381, 5296, 15042, 8717, 34268, 8592, 12399, 4724, 9381, 13546, 5551, 17082, 23942, 11331, 26108, 3660, 43242, 8315], "avg_logprob": -0.21594101525424572, "compression_ratio": 1.7125, "no_speech_prob": 0.0, "words": [{"start": 4280.48, "end": 4280.98, "word": "أهوال", "probability": 0.7568359375}, {"start": 4280.98, "end": 4281.46, "word": " موجود", "probability": 0.9910481770833334}, {"start": 4281.46, "end": 4281.96, "word": " وعزمى", "probability": 0.68583984375}, {"start": 4281.96, "end": 4283.84, "word": " فقود؟", "probability": 0.7296142578125}, {"start": 4283.84, "end": 4285.98, "word": " إيش", "probability": 0.7898763020833334}, {"start": 4285.98, "end": 4287.98, "word": " بطلع؟", "probability": 0.8328125}, {"start": 4287.98, "end": 4289.16, "word": " الهوى", "probability": 0.7694091796875}, {"start": 4289.16, "end": 4289.28, "word": " لو", "probability": 0.943359375}, {"start": 4289.28, "end": 4289.74, "word": " فقدناه", "probability": 0.9859619140625}, {"start": 4289.74, "end": 4289.84, "word": " مش", "probability": 0.64599609375}, {"start": 4289.84, "end": 4290.86, "word": " بيتموت؟", "probability": 0.645166015625}, {"start": 4290.86, "end": 4291.56, "word": " طيب", "probability": 0.8328450520833334}, {"start": 4291.56, "end": 4296.04, "word": " الميه،", "probability": 0.54827880859375}, {"start": 4296.04, "end": 4296.4, "word": " الإجابة", "probability": 0.8824462890625}, {"start": 4296.4, "end": 4296.78, "word": " الميه،", "probability": 0.931396484375}, {"start": 4296.78, "end": 4297.18, "word": " الميه", "probability": 0.9747721354166666}, {"start": 4297.18, "end": 4297.32, "word": " لما", "probability": 0.934326171875}, {"start": 4297.32, "end": 4297.56, "word": " يكون", "probability": 0.97412109375}, {"start": 4297.56, "end": 4297.86, "word": " موجود", "probability": 0.9879557291666666}, {"start": 4297.86, "end": 4298.42, "word": " ولعبان،", "probability": 0.7378743489583334}, {"start": 4298.42, "end": 4298.58, "word": " لكن", "probability": 0.88134765625}, {"start": 4298.58, "end": 4298.78, "word": " لما", "probability": 0.977783203125}, {"start": 4298.78, "end": 4300.18, "word": " نعتش،", "probability": 0.901611328125}, {"start": 4300.18, "end": 4300.76, "word": " بصير", "probability": 0.9689127604166666}, {"start": 4300.76, "end": 4301.02, "word": " أغلى", "probability": 0.9744466145833334}, {"start": 4301.02, "end": 4301.3, "word": " حاجة", "probability": 0.9957682291666666}, {"start": 4301.3, "end": 4301.64, "word": " عندنا", "probability": 0.830078125}], "temperature": 1.0}, {"id": 155, "seek": 433309, "start": 4306.95, "end": 4333.09, "text": "إيش الشوق هالي سهلة؟ بتحرق نفسها لاتفيد غيرها الشمعة يا شموعة شجرة مالهاش ضل ومالهاش تيمار ألاقم ذاكره منيح أخت ولدتك لكن مش خالتك أمك", "tokens": [28814, 1829, 8592, 25124, 30543, 8032, 6027, 1829, 8608, 3224, 37977, 22807, 39894, 5016, 2288, 4587, 8717, 36178, 11296, 5296, 9307, 5172, 25708, 32771, 13546, 11296, 25124, 2304, 27884, 35186, 13412, 2304, 45367, 3660, 13412, 7435, 25720, 3714, 6027, 3224, 33599, 48812, 1211, 4032, 2304, 6027, 3224, 33599, 6055, 32640, 9640, 5551, 15040, 4587, 2304, 29910, 995, 37983, 3224, 9154, 1829, 5016, 5551, 46456, 35525, 3215, 2655, 4117, 44381, 37893, 16490, 6027, 2655, 4117, 5551, 2304, 4117], "avg_logprob": -0.2590144219306799, "compression_ratio": 1.6158940397350994, "no_speech_prob": 0.0, "words": [{"start": 4306.95, "end": 4307.21, "word": "إيش", "probability": 0.7332356770833334}, {"start": 4307.21, "end": 4307.47, "word": " الشوق", "probability": 0.6610107421875}, {"start": 4307.47, "end": 4307.69, "word": " هالي", "probability": 0.5912272135416666}, {"start": 4307.69, "end": 4308.75, "word": " سهلة؟", "probability": 0.806396484375}, {"start": 4308.75, "end": 4309.25, "word": " بتحرق", "probability": 0.68939208984375}, {"start": 4309.25, "end": 4309.61, "word": " نفسها", "probability": 0.9835611979166666}, {"start": 4309.61, "end": 4309.97, "word": " لاتفيد", "probability": 0.846435546875}, {"start": 4309.97, "end": 4310.45, "word": " غيرها", "probability": 0.9954427083333334}, {"start": 4310.45, "end": 4311.59, "word": " الشمعة", "probability": 0.875}, {"start": 4311.59, "end": 4311.77, "word": " يا", "probability": 0.1790771484375}, {"start": 4311.77, "end": 4313.01, "word": " شموعة", "probability": 0.8902587890625}, {"start": 4313.01, "end": 4317.11, "word": " شجرة", "probability": 0.9381510416666666}, {"start": 4317.11, "end": 4317.55, "word": " مالهاش", "probability": 0.8763427734375}, {"start": 4317.55, "end": 4317.95, "word": " ضل", "probability": 0.918701171875}, {"start": 4317.95, "end": 4318.73, "word": " ومالهاش", "probability": 0.9}, {"start": 4318.73, "end": 4319.29, "word": " تيمار", "probability": 0.7037760416666666}, {"start": 4319.29, "end": 4323.27, "word": " ألاقم", "probability": 0.667724609375}, {"start": 4323.27, "end": 4323.65, "word": " ذاكره", "probability": 0.711181640625}, {"start": 4323.65, "end": 4325.41, "word": " منيح", "probability": 0.8982747395833334}, {"start": 4325.41, "end": 4330.97, "word": " أخت", "probability": 0.7008056640625}, {"start": 4330.97, "end": 4331.55, "word": " ولدتك", "probability": 0.82464599609375}, {"start": 4331.55, "end": 4331.75, "word": " لكن", "probability": 0.81591796875}, {"start": 4331.75, "end": 4331.99, "word": " مش", "probability": 0.982421875}, {"start": 4331.99, "end": 4332.71, "word": " خالتك", "probability": 0.9854736328125}, {"start": 4332.71, "end": 4333.09, "word": " أمك", "probability": 0.7900390625}], "temperature": 1.0}, {"id": 156, "seek": 435460, "start": 4337.72, "end": 4354.6, "text": "طب هذه تشابهات، يلّا عشان نبدأ المحاضرة أول حاجة الطقية ما هي الطقية؟ لون الطقية، اللون اللي .. الـsurface تبع الطقية أيوة، واحد أحمر والتاني move أيضا", "tokens": [9566, 3555, 29538, 6055, 8592, 16758, 3224, 9307, 12399, 7251, 1211, 11703, 995, 6225, 8592, 7649, 8717, 44510, 10721, 9673, 5016, 46958, 25720, 5551, 12610, 11331, 26108, 3660, 41950, 38436, 3660, 19446, 39896, 41950, 38436, 3660, 22807, 5296, 11536, 41950, 38436, 3660, 12399, 13672, 11536, 13672, 1829, 4386, 2423, 39184, 82, 21844, 617, 6055, 3555, 3615, 41950, 38436, 3660, 36632, 2407, 3660, 12399, 36764, 24401, 5551, 5016, 29973, 16070, 2655, 7649, 1829, 1286, 36632, 11242, 995], "avg_logprob": -0.3252841001981265, "compression_ratio": 1.5748502994011977, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 4337.72, "end": 4337.98, "word": "طب", "probability": 0.78466796875}, {"start": 4337.98, "end": 4338.3, "word": " هذه", "probability": 0.5869140625}, {"start": 4338.3, "end": 4339.2, "word": " تشابهات،", "probability": 0.905029296875}, {"start": 4339.2, "end": 4339.34, "word": " يلّا", "probability": 0.7330322265625}, {"start": 4339.34, "end": 4339.6, "word": " عشان", "probability": 0.9475911458333334}, {"start": 4339.6, "end": 4339.78, "word": " نبدأ", "probability": 0.9876302083333334}, {"start": 4339.78, "end": 4340.32, "word": " المحاضرة", "probability": 0.9490966796875}, {"start": 4340.32, "end": 4346.1, "word": " أول", "probability": 0.60321044921875}, {"start": 4346.1, "end": 4346.32, "word": " حاجة", "probability": 0.9500325520833334}, {"start": 4346.32, "end": 4346.92, "word": " الطقية", "probability": 0.555419921875}, {"start": 4346.92, "end": 4347.62, "word": " ما", "probability": 0.314697265625}, {"start": 4347.62, "end": 4347.66, "word": " هي", "probability": 0.427001953125}, {"start": 4347.66, "end": 4348.16, "word": " الطقية؟", "probability": 0.69635009765625}, {"start": 4348.16, "end": 4348.24, "word": " لون", "probability": 0.83935546875}, {"start": 4348.24, "end": 4348.72, "word": " الطقية،", "probability": 0.7000732421875}, {"start": 4348.72, "end": 4348.94, "word": " اللون", "probability": 0.60791015625}, {"start": 4348.94, "end": 4349.3, "word": " اللي", "probability": 0.8056640625}, {"start": 4349.3, "end": 4349.98, "word": " ..", "probability": 0.367431640625}, {"start": 4349.98, "end": 4350.52, "word": " الـsurface", "probability": 0.51475830078125}, {"start": 4350.52, "end": 4350.78, "word": " تبع", "probability": 0.8133138020833334}, {"start": 4350.78, "end": 4351.32, "word": " الطقية", "probability": 0.966796875}, {"start": 4351.32, "end": 4351.84, "word": " أيوة،", "probability": 0.7333984375}, {"start": 4351.84, "end": 4352.1, "word": " واحد", "probability": 0.97998046875}, {"start": 4352.1, "end": 4352.48, "word": " أحمر", "probability": 0.9510091145833334}, {"start": 4352.48, "end": 4353.12, "word": " والتاني", "probability": 0.8980712890625}, {"start": 4353.12, "end": 4353.9, "word": " move", "probability": 0.736328125}, {"start": 4353.9, "end": 4354.6, "word": " أيضا", "probability": 0.8453776041666666}], "temperature": 1.0}, {"id": 157, "seek": 439416, "start": 4368.08, "end": 4394.16, "text": "تعمل عافية طبعا هنا زائد هنا ناقص ممتاز هذي لفوق و هذي ده هنا ايوة هذي كده او هذي كده ماشي قط في الضوء افضل", "tokens": [2655, 25957, 1211, 6225, 31845, 10632, 23032, 3555, 3615, 995, 34105, 30767, 16373, 3215, 34105, 8717, 995, 4587, 9381, 3714, 2304, 2655, 31377, 8032, 8848, 1829, 5296, 5172, 30543, 4032, 8032, 8848, 1829, 11778, 3224, 34105, 1975, 1829, 2407, 3660, 8032, 8848, 1829, 9122, 3215, 3224, 1975, 2407, 8032, 8848, 1829, 9122, 3215, 3224, 3714, 33599, 1829, 12174, 9566, 8978, 6024, 114, 2407, 38207, 1975, 5172, 11242, 1211], "avg_logprob": -0.3251811611479607, "compression_ratio": 1.6101694915254237, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 4368.08, "end": 4368.5, "word": "تعمل", "probability": 0.6551106770833334}, {"start": 4368.5, "end": 4368.76, "word": " عافية", "probability": 0.6092122395833334}, {"start": 4368.76, "end": 4369.2, "word": " طبعا", "probability": 0.94775390625}, {"start": 4369.2, "end": 4379.5, "word": " هنا", "probability": 0.505859375}, {"start": 4379.5, "end": 4380.12, "word": " زائد", "probability": 0.9051106770833334}, {"start": 4380.12, "end": 4380.74, "word": " هنا", "probability": 0.7490234375}, {"start": 4380.74, "end": 4381.24, "word": " ناقص", "probability": 0.94921875}, {"start": 4381.24, "end": 4381.92, "word": " ممتاز", "probability": 0.82952880859375}, {"start": 4381.92, "end": 4384.16, "word": " هذي", "probability": 0.4361572265625}, {"start": 4384.16, "end": 4384.72, "word": " لفوق", "probability": 0.8225911458333334}, {"start": 4384.72, "end": 4385.04, "word": " و", "probability": 0.443603515625}, {"start": 4385.04, "end": 4385.32, "word": " هذي", "probability": 0.7356770833333334}, {"start": 4385.32, "end": 4385.36, "word": " ده", "probability": 0.54766845703125}, {"start": 4385.36, "end": 4388.1, "word": " هنا", "probability": 0.485107421875}, {"start": 4388.1, "end": 4391.28, "word": " ايوة", "probability": 0.68524169921875}, {"start": 4391.28, "end": 4392.32, "word": " هذي", "probability": 0.8330078125}, {"start": 4392.32, "end": 4392.62, "word": " كده", "probability": 0.9308268229166666}, {"start": 4392.62, "end": 4392.74, "word": " او", "probability": 0.653564453125}, {"start": 4392.74, "end": 4392.94, "word": " هذي", "probability": 0.9388020833333334}, {"start": 4392.94, "end": 4393.06, "word": " كده", "probability": 0.98828125}, {"start": 4393.06, "end": 4393.24, "word": " ماشي", "probability": 0.6831868489583334}, {"start": 4393.24, "end": 4393.44, "word": " قط", "probability": 0.548583984375}, {"start": 4393.44, "end": 4393.58, "word": " في", "probability": 0.51220703125}, {"start": 4393.58, "end": 4393.76, "word": " الضوء", "probability": 0.933349609375}, {"start": 4393.76, "end": 4394.16, "word": " افضل", "probability": 0.9510498046875}], "temperature": 1.0}, {"id": 158, "seek": 442763, "start": 4408.55, "end": 4427.63, "text": "هذه اتفضلي اه هذه هذه smile وهذه حزينة هذه فيها انف هذه مالهاش او هو نفس ال temp وهذه هذه حكينا عنها والزائد والناقص وهذه هم خمسة بس", "tokens": [3224, 24192, 1975, 2655, 5172, 11242, 20292, 1975, 3224, 8032, 8848, 3224, 8032, 8848, 3224, 7563, 37037, 24192, 11331, 11622, 9957, 3660, 29538, 8978, 11296, 16472, 5172, 29538, 3714, 6027, 3224, 33599, 1975, 2407, 31439, 8717, 36178, 2423, 18274, 37037, 24192, 29538, 11331, 4117, 1829, 8315, 18871, 11296, 4032, 6027, 11622, 16373, 3215, 4032, 6027, 8315, 4587, 9381, 37037, 24192, 8032, 2304, 16490, 2304, 3794, 3660, 4724, 3794], "avg_logprob": -0.301630443420963, "compression_ratio": 1.6642335766423357, "no_speech_prob": 5.841255187988281e-06, "words": [{"start": 4408.549999999999, "end": 4409.3099999999995, "word": "هذه", "probability": 0.630126953125}, {"start": 4409.3099999999995, "end": 4410.07, "word": " اتفضلي", "probability": 0.6990966796875}, {"start": 4410.07, "end": 4410.37, "word": " اه", "probability": 0.8583984375}, {"start": 4410.37, "end": 4411.39, "word": " هذه", "probability": 0.68603515625}, {"start": 4411.39, "end": 4412.97, "word": " هذه", "probability": 0.6790364583333334}, {"start": 4412.97, "end": 4413.31, "word": " smile", "probability": 0.568359375}, {"start": 4413.31, "end": 4413.59, "word": " وهذه", "probability": 0.6478271484375}, {"start": 4413.59, "end": 4414.21, "word": " حزينة", "probability": 0.97509765625}, {"start": 4414.21, "end": 4414.95, "word": " هذه", "probability": 0.42919921875}, {"start": 4414.95, "end": 4415.23, "word": " فيها", "probability": 0.85205078125}, {"start": 4415.23, "end": 4415.49, "word": " انف", "probability": 0.61669921875}, {"start": 4415.49, "end": 4415.65, "word": " هذه", "probability": 0.22119140625}, {"start": 4415.65, "end": 4416.07, "word": " مالهاش", "probability": 0.88330078125}, {"start": 4416.07, "end": 4416.29, "word": " او", "probability": 0.830078125}, {"start": 4416.29, "end": 4416.45, "word": " هو", "probability": 0.94091796875}, {"start": 4416.45, "end": 4416.65, "word": " نفس", "probability": 0.994384765625}, {"start": 4416.65, "end": 4416.83, "word": " ال", "probability": 0.900390625}, {"start": 4416.83, "end": 4417.07, "word": " temp", "probability": 0.1563720703125}, {"start": 4417.07, "end": 4418.05, "word": " وهذه", "probability": 0.822998046875}, {"start": 4418.05, "end": 4418.29, "word": " هذه", "probability": 0.427978515625}, {"start": 4418.29, "end": 4418.67, "word": " حكينا", "probability": 0.8651123046875}, {"start": 4418.67, "end": 4419.43, "word": " عنها", "probability": 0.994873046875}, {"start": 4419.43, "end": 4421.97, "word": " والزائد", "probability": 0.7919921875}, {"start": 4421.97, "end": 4422.71, "word": " والناقص", "probability": 0.88681640625}, {"start": 4422.71, "end": 4423.33, "word": " وهذه", "probability": 0.7169189453125}, {"start": 4423.33, "end": 4427.01, "word": " هم", "probability": 0.818115234375}, {"start": 4427.01, "end": 4427.39, "word": " خمسة", "probability": 0.971435546875}, {"start": 4427.39, "end": 4427.63, "word": " بس", "probability": 0.938720703125}], "temperature": 1.0}, {"id": 159, "seek": 445508, "start": 4428.74, "end": 4455.08, "text": "إنتوا قادرة يعني أنا مش عارف ماشي نروح على المحاضرة نشط ولا لسه ان شاء الله business organization أو منظمات الأعمال ما المقصود بالمنظمة؟", "tokens": [28814, 29399, 14407, 12174, 18513, 25720, 37495, 22653, 41850, 37893, 6225, 9640, 5172, 3714, 33599, 1829, 8717, 32887, 5016, 15844, 9673, 5016, 46958, 25720, 8717, 8592, 9566, 49429, 5296, 3794, 3224, 16472, 13412, 16606, 21984, 1606, 4475, 34051, 9154, 19913, 2304, 9307, 16247, 25957, 6027, 19446, 9673, 4587, 9381, 23328, 20666, 27842, 19913, 46007, 22807], "avg_logprob": -0.21540178518210137, "compression_ratio": 1.4049079754601228, "no_speech_prob": 0.0, "words": [{"start": 4428.74, "end": 4429.18, "word": "إنتوا", "probability": 0.5728352864583334}, {"start": 4429.18, "end": 4429.52, "word": " قادرة", "probability": 0.95703125}, {"start": 4429.52, "end": 4429.8, "word": " يعني", "probability": 0.932861328125}, {"start": 4429.8, "end": 4429.98, "word": " أنا", "probability": 0.4892578125}, {"start": 4429.98, "end": 4430.16, "word": " مش", "probability": 0.9853515625}, {"start": 4430.16, "end": 4430.56, "word": " عارف", "probability": 0.984375}, {"start": 4430.56, "end": 4431.54, "word": " ماشي", "probability": 0.7473958333333334}, {"start": 4431.54, "end": 4432.3, "word": " نروح", "probability": 0.6983235677083334}, {"start": 4432.3, "end": 4432.44, "word": " على", "probability": 0.673828125}, {"start": 4432.44, "end": 4433.02, "word": " المحاضرة", "probability": 0.8896484375}, {"start": 4433.02, "end": 4436.26, "word": " نشط", "probability": 0.7752278645833334}, {"start": 4436.26, "end": 4436.46, "word": " ولا", "probability": 0.8720703125}, {"start": 4436.46, "end": 4437.22, "word": " لسه", "probability": 0.93017578125}, {"start": 4437.22, "end": 4439.34, "word": " ان", "probability": 0.399658203125}, {"start": 4439.34, "end": 4439.62, "word": " شاء", "probability": 0.95751953125}, {"start": 4439.62, "end": 4439.96, "word": " الله", "probability": 0.95361328125}, {"start": 4439.96, "end": 4448.52, "word": " business", "probability": 0.66357421875}, {"start": 4448.52, "end": 4449.48, "word": " organization", "probability": 0.8134765625}, {"start": 4449.48, "end": 4449.86, "word": " أو", "probability": 0.57177734375}, {"start": 4449.86, "end": 4450.78, "word": " منظمات", "probability": 0.9344482421875}, {"start": 4450.78, "end": 4452.1, "word": " الأعمال", "probability": 0.9415690104166666}, {"start": 4452.1, "end": 4453.1, "word": " ما", "probability": 0.8720703125}, {"start": 4453.1, "end": 4453.94, "word": " المقصود", "probability": 0.99365234375}, {"start": 4453.94, "end": 4455.08, "word": " بالمنظمة؟", "probability": 0.975}], "temperature": 1.0}, {"id": 160, "seek": 448474, "start": 4456.48, "end": 4484.74, "text": "طبعا كلمة منظمة مشتقة من النظام منظمة مشتقة من إيش؟ من النظام شغل النظام أو شغل منظمة عبارة عن كيان مستقل مكون مجموع من الأفراد بتنفيهم تقسيم العمل لحتى نوصل لهداف إيش المصدر خودي بالك كلمة هداف طلعلنا في كل تعريف كلمة هداف طلع في كل إيش تعريف إذا المنظمة", "tokens": [9566, 3555, 3615, 995, 9122, 19528, 3660, 9154, 19913, 46007, 37893, 2655, 28671, 9154, 28239, 19913, 10943, 9154, 19913, 46007, 37893, 2655, 28671, 9154, 11933, 1829, 8592, 22807, 9154, 28239, 19913, 10943, 13412, 17082, 1211, 28239, 19913, 10943, 34051, 13412, 17082, 1211, 9154, 19913, 46007, 6225, 3555, 9640, 3660, 18871, 9122, 1829, 7649, 3714, 14851, 4587, 1211, 3714, 30544, 3714, 7435, 2304, 45367, 9154, 16247, 5172, 2288, 18513, 39894, 1863, 41185, 16095, 6055, 4587, 3794, 32640, 18863, 42213, 5296, 33753, 7578, 8717, 2407, 36520, 46740, 3215, 31845, 11933, 1829, 8592, 9673, 9381, 3215, 2288, 16490, 2407, 16254, 20666, 4117, 9122, 19528, 3660, 8032, 3215, 31845, 23032, 1211, 30241, 8315, 8978, 28242, 37279, 16572, 5172, 9122, 19528, 3660, 8032, 3215, 31845, 23032, 1211, 3615, 8978, 28242, 11933, 1829, 8592, 37279, 16572, 5172, 11933, 15730, 9673, 1863, 19913, 46007], "avg_logprob": -0.14787137270837591, "compression_ratio": 2.270935960591133, "no_speech_prob": 0.0, "words": [{"start": 4456.48, "end": 4456.88, "word": "طبعا", "probability": 0.883056640625}, {"start": 4456.88, "end": 4457.26, "word": " كلمة", "probability": 0.8592122395833334}, {"start": 4457.26, "end": 4457.68, "word": " منظمة", "probability": 0.9453125}, {"start": 4457.68, "end": 4458.22, "word": " مشتقة", "probability": 0.9073893229166666}, {"start": 4458.22, "end": 4458.42, "word": " من", "probability": 0.9892578125}, {"start": 4458.42, "end": 4458.94, "word": " النظام", "probability": 0.9915364583333334}, {"start": 4458.94, "end": 4462.72, "word": " منظمة", "probability": 0.9503580729166666}, {"start": 4462.72, "end": 4463.18, "word": " مشتقة", "probability": 0.97802734375}, {"start": 4463.18, "end": 4463.36, "word": " من", "probability": 0.91357421875}, {"start": 4463.36, "end": 4463.98, "word": " إيش؟", "probability": 0.763671875}, {"start": 4463.98, "end": 4464.22, "word": " من", "probability": 0.9375}, {"start": 4464.22, "end": 4464.88, "word": " النظام", "probability": 0.9689127604166666}, {"start": 4464.88, "end": 4466.5, "word": " شغل", "probability": 0.8662109375}, {"start": 4466.5, "end": 4466.94, "word": " النظام", "probability": 0.9383138020833334}, {"start": 4466.94, "end": 4467.32, "word": " أو", "probability": 0.8515625}, {"start": 4467.32, "end": 4467.52, "word": " شغل", "probability": 0.9309895833333334}, {"start": 4467.52, "end": 4467.98, "word": " منظمة", "probability": 0.84619140625}, {"start": 4467.98, "end": 4469.34, "word": " عبارة", "probability": 0.9888916015625}, {"start": 4469.34, "end": 4469.54, "word": " عن", "probability": 0.9951171875}, {"start": 4469.54, "end": 4469.86, "word": " كيان", "probability": 0.93603515625}, {"start": 4469.86, "end": 4470.4, "word": " مستقل", "probability": 0.9700927734375}, {"start": 4470.4, "end": 4470.72, "word": " مكون", "probability": 0.607666015625}, {"start": 4470.72, "end": 4471.1, "word": " مجموع", "probability": 0.9307861328125}, {"start": 4471.1, "end": 4471.22, "word": " من", "probability": 0.97021484375}, {"start": 4471.22, "end": 4471.78, "word": " الأفراد", "probability": 0.974365234375}, {"start": 4471.78, "end": 4473.98, "word": " بتنفيهم", "probability": 0.8692626953125}, {"start": 4473.98, "end": 4474.46, "word": " تقسيم", "probability": 0.968505859375}, {"start": 4474.46, "end": 4474.9, "word": " العمل", "probability": 0.984619140625}, {"start": 4474.9, "end": 4475.72, "word": " لحتى", "probability": 0.9055989583333334}, {"start": 4475.72, "end": 4475.96, "word": " نوصل", "probability": 0.7744140625}, {"start": 4475.96, "end": 4476.4, "word": " لهداف", "probability": 0.6848958333333334}, {"start": 4476.4, "end": 4476.74, "word": " إيش", "probability": 0.8513997395833334}, {"start": 4476.74, "end": 4477.78, "word": " المصدر", "probability": 0.4832763671875}, {"start": 4477.78, "end": 4478.4, "word": " خودي", "probability": 0.7361653645833334}, {"start": 4478.4, "end": 4478.74, "word": " بالك", "probability": 0.969482421875}, {"start": 4478.74, "end": 4479.04, "word": " كلمة", "probability": 0.94775390625}, {"start": 4479.04, "end": 4479.4, "word": " هداف", "probability": 0.8138020833333334}, {"start": 4479.4, "end": 4479.82, "word": " طلعلنا", "probability": 0.72821044921875}, {"start": 4479.82, "end": 4479.92, "word": " في", "probability": 0.93359375}, {"start": 4479.92, "end": 4480.06, "word": " كل", "probability": 0.9921875}, {"start": 4480.06, "end": 4480.56, "word": " تعريف", "probability": 0.9944661458333334}, {"start": 4480.56, "end": 4481.34, "word": " كلمة", "probability": 0.9256184895833334}, {"start": 4481.34, "end": 4481.6, "word": " هداف", "probability": 0.94775390625}, {"start": 4481.6, "end": 4481.86, "word": " طلع", "probability": 0.8878580729166666}, {"start": 4481.86, "end": 4481.96, "word": " في", "probability": 0.64990234375}, {"start": 4481.96, "end": 4482.14, "word": " كل", "probability": 0.986328125}, {"start": 4482.14, "end": 4482.46, "word": " إيش", "probability": 0.9441731770833334}, {"start": 4482.46, "end": 4483.26, "word": " تعريف", "probability": 0.9755859375}, {"start": 4483.26, "end": 4484.14, "word": " إذا", "probability": 0.908203125}, {"start": 4484.14, "end": 4484.74, "word": " المنظمة", "probability": 0.9739990234375}], "temperature": 1.0}, {"id": 161, "seek": 451467, "start": 4486.67, "end": 4514.67, "text": "بدأنا وياكوا نعمل شركة إذا إحنا مجموعة من الأفراد هنأسس كيان نسميه شركة إله إيش إله هدف معين طبعا عشان نوصل لهدف لازم نعمل تقسيم الأعمال اللي حكيناها تسويق أفراد إنتاج و هكذا إذا كيان بيأسسوا مجموعة من الأفراد بيقسموا على بعضهم الشغل حتى يتم تحقيق الأهداف هذا المنظمة بشكل عام", "tokens": [3555, 3215, 10721, 8315, 4032, 25528, 4117, 14407, 8717, 25957, 1211, 13412, 31747, 3660, 11933, 15730, 11933, 5016, 8315, 3714, 7435, 2304, 2407, 27884, 9154, 16247, 5172, 2288, 18513, 8032, 1863, 10721, 3794, 3794, 9122, 1829, 7649, 8717, 38251, 1829, 3224, 13412, 31747, 3660, 11933, 43761, 11933, 1829, 8592, 11933, 43761, 8032, 3215, 5172, 20449, 9957, 23032, 3555, 3615, 995, 6225, 8592, 7649, 8717, 2407, 36520, 46740, 3215, 5172, 5296, 31377, 2304, 8717, 25957, 1211, 6055, 4587, 3794, 32640, 16247, 25957, 6027, 13672, 1829, 11331, 4117, 1829, 8315, 11296, 6055, 3794, 45865, 4587, 5551, 5172, 2288, 18513, 11933, 29399, 26108, 4032, 8032, 4117, 15730, 11933, 15730, 9122, 1829, 7649, 4724, 1829, 10721, 3794, 3794, 14407, 3714, 7435, 2304, 2407, 27884, 9154, 16247, 5172, 2288, 18513, 4724, 1829, 4587, 38251, 14407, 15844, 45030, 11242, 16095, 25124, 17082, 1211, 11331, 49975, 7251, 39237, 6055, 5016, 38436, 4587, 16247, 3224, 28259, 5172, 23758, 9673, 1863, 19913, 46007, 4724, 8592, 28820, 6225, 10943], "avg_logprob": -0.13017578311264516, "compression_ratio": 1.992063492063492, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 4486.67, "end": 4487.25, "word": "بدأنا", "probability": 0.389678955078125}, {"start": 4487.25, "end": 4487.55, "word": " وياكوا", "probability": 0.61566162109375}, {"start": 4487.55, "end": 4487.81, "word": " نعمل", "probability": 0.994140625}, {"start": 4487.81, "end": 4488.35, "word": " شركة", "probability": 0.9847005208333334}, {"start": 4488.35, "end": 4488.85, "word": " إذا", "probability": 0.68505859375}, {"start": 4488.85, "end": 4489.15, "word": " إحنا", "probability": 0.737060546875}, {"start": 4489.15, "end": 4489.73, "word": " مجموعة", "probability": 0.9263671875}, {"start": 4489.73, "end": 4489.87, "word": " من", "probability": 0.98388671875}, {"start": 4489.87, "end": 4490.55, "word": " الأفراد", "probability": 0.97998046875}, {"start": 4490.55, "end": 4491.71, "word": " هنأسس", "probability": 0.896875}, {"start": 4491.71, "end": 4492.07, "word": " كيان", "probability": 0.9694010416666666}, {"start": 4492.07, "end": 4492.59, "word": " نسميه", "probability": 0.922607421875}, {"start": 4492.59, "end": 4493.03, "word": " شركة", "probability": 0.9900716145833334}, {"start": 4493.03, "end": 4493.21, "word": " إله", "probability": 0.5340576171875}, {"start": 4493.21, "end": 4493.57, "word": " إيش", "probability": 0.7731119791666666}, {"start": 4493.57, "end": 4493.83, "word": " إله", "probability": 0.6632080078125}, {"start": 4493.83, "end": 4494.21, "word": " هدف", "probability": 0.9879557291666666}, {"start": 4494.21, "end": 4494.75, "word": " معين", "probability": 0.992431640625}, {"start": 4494.75, "end": 4497.49, "word": " طبعا", "probability": 0.951171875}, {"start": 4497.49, "end": 4497.69, "word": " عشان", "probability": 0.9532877604166666}, {"start": 4497.69, "end": 4497.97, "word": " نوصل", "probability": 0.9661458333333334}, {"start": 4497.97, "end": 4498.41, "word": " لهدف", "probability": 0.6359049479166666}, {"start": 4498.41, "end": 4498.65, "word": " لازم", "probability": 0.9918619791666666}, {"start": 4498.65, "end": 4498.89, "word": " نعمل", "probability": 0.9913736979166666}, {"start": 4498.89, "end": 4499.43, "word": " تقسيم", "probability": 0.985107421875}, {"start": 4499.43, "end": 4500.73, "word": " الأعمال", "probability": 0.958984375}, {"start": 4500.73, "end": 4500.85, "word": " اللي", "probability": 0.875}, {"start": 4500.85, "end": 4501.25, "word": " حكيناها", "probability": 0.95341796875}, {"start": 4501.25, "end": 4501.73, "word": " تسويق", "probability": 0.98583984375}, {"start": 4501.73, "end": 4502.15, "word": " أفراد", "probability": 0.968017578125}, {"start": 4502.15, "end": 4502.79, "word": " إنتاج", "probability": 0.8870442708333334}, {"start": 4502.79, "end": 4503.11, "word": " و", "probability": 0.75537109375}, {"start": 4503.11, "end": 4503.53, "word": " هكذا", "probability": 0.86328125}, {"start": 4503.53, "end": 4505.21, "word": " إذا", "probability": 0.85791015625}, {"start": 4505.21, "end": 4506.39, "word": " كيان", "probability": 0.91796875}, {"start": 4506.39, "end": 4506.97, "word": " بيأسسوا", "probability": 0.88037109375}, {"start": 4506.97, "end": 4507.39, "word": " مجموعة", "probability": 0.9361328125}, {"start": 4507.39, "end": 4507.51, "word": " من", "probability": 0.9912109375}, {"start": 4507.51, "end": 4508.07, "word": " الأفراد", "probability": 0.986328125}, {"start": 4508.07, "end": 4509.37, "word": " بيقسموا", "probability": 0.982421875}, {"start": 4509.37, "end": 4509.55, "word": " على", "probability": 0.8017578125}, {"start": 4509.55, "end": 4510.07, "word": " بعضهم", "probability": 0.9864908854166666}, {"start": 4510.07, "end": 4510.55, "word": " الشغل", "probability": 0.9827473958333334}, {"start": 4510.55, "end": 4510.91, "word": " حتى", "probability": 0.805419921875}, {"start": 4510.91, "end": 4511.21, "word": " يتم", "probability": 0.9873046875}, {"start": 4511.21, "end": 4511.85, "word": " تحقيق", "probability": 0.9918212890625}, {"start": 4511.85, "end": 4512.93, "word": " الأهداف", "probability": 0.9376220703125}, {"start": 4512.93, "end": 4513.37, "word": " هذا", "probability": 0.8681640625}, {"start": 4513.37, "end": 4513.95, "word": " المنظمة", "probability": 0.976318359375}, {"start": 4513.95, "end": 4514.33, "word": " بشكل", "probability": 0.9747721354166666}, {"start": 4514.33, "end": 4514.67, "word": " عام", "probability": 0.997314453125}], "temperature": 1.0}, {"id": 162, "seek": 454562, "start": 4516.22, "end": 4545.62, "text": "سواء كانت مستشفى أو إنسان أو حديقة أو أي حاجة منظمات الأعمال اللي هي الـ Private Structure اللي هي القطعة الخاصة اللي بتختلف عن هذه شغل القطعات الخاصة إما منظمة فردية زي مثلا Cofairعمل واضح إن هذه منظمة لشخص واحد أو جماعية شركة جوال", "tokens": [3794, 2407, 16606, 25961, 2655, 3714, 14851, 8592, 5172, 7578, 34051, 36145, 3794, 7649, 34051, 11331, 16254, 28671, 34051, 36632, 11331, 26108, 3660, 9154, 19913, 2304, 9307, 16247, 25957, 6027, 13672, 1829, 39896, 2423, 39184, 30386, 745, 2885, 13672, 1829, 39896, 25062, 9566, 27884, 33962, 33546, 3660, 13672, 1829, 39894, 46456, 46538, 18871, 29538, 13412, 17082, 1211, 25062, 9566, 3615, 9307, 33962, 33546, 3660, 11933, 15042, 9154, 19913, 46007, 6156, 2288, 3215, 10632, 30767, 1829, 50113, 15040, 383, 2670, 1246, 25957, 1211, 4032, 46958, 5016, 36145, 29538, 9154, 19913, 46007, 5296, 8592, 9778, 9381, 36764, 24401, 34051, 10874, 15042, 3615, 10632, 13412, 31747, 3660, 10874, 2407, 6027], "avg_logprob": -0.18113425663775867, "compression_ratio": 1.7124463519313304, "no_speech_prob": 0.0, "words": [{"start": 4516.22, "end": 4516.66, "word": "سواء", "probability": 0.85498046875}, {"start": 4516.66, "end": 4517.0, "word": " كانت", "probability": 0.92041015625}, {"start": 4517.0, "end": 4517.68, "word": " مستشفى", "probability": 0.95126953125}, {"start": 4517.68, "end": 4518.46, "word": " أو", "probability": 0.80908203125}, {"start": 4518.46, "end": 4519.1, "word": " إنسان", "probability": 0.8753255208333334}, {"start": 4519.1, "end": 4520.48, "word": " أو", "probability": 0.86181640625}, {"start": 4520.48, "end": 4520.94, "word": " حديقة", "probability": 0.9677734375}, {"start": 4520.94, "end": 4521.12, "word": " أو", "probability": 0.7998046875}, {"start": 4521.12, "end": 4521.2, "word": " أي", "probability": 0.86669921875}, {"start": 4521.2, "end": 4521.68, "word": " حاجة", "probability": 0.9939778645833334}, {"start": 4521.68, "end": 4522.84, "word": " منظمات", "probability": 0.8765869140625}, {"start": 4522.84, "end": 4523.58, "word": " الأعمال", "probability": 0.97607421875}, {"start": 4523.58, "end": 4523.8, "word": " اللي", "probability": 0.58837890625}, {"start": 4523.8, "end": 4524.24, "word": " هي", "probability": 0.97607421875}, {"start": 4524.24, "end": 4525.76, "word": " الـ", "probability": 0.8388671875}, {"start": 4525.76, "end": 4526.02, "word": " Private", "probability": 0.29443359375}, {"start": 4526.02, "end": 4526.76, "word": " Structure", "probability": 0.688720703125}, {"start": 4526.76, "end": 4527.04, "word": " اللي", "probability": 0.897705078125}, {"start": 4527.04, "end": 4527.38, "word": " هي", "probability": 0.9716796875}, {"start": 4527.38, "end": 4528.12, "word": " القطعة", "probability": 0.8162434895833334}, {"start": 4528.12, "end": 4529.7, "word": " الخاصة", "probability": 0.9921875}, {"start": 4529.7, "end": 4530.22, "word": " اللي", "probability": 0.6207275390625}, {"start": 4530.22, "end": 4530.58, "word": " بتختلف", "probability": 0.748291015625}, {"start": 4530.58, "end": 4530.72, "word": " عن", "probability": 0.98779296875}, {"start": 4530.72, "end": 4530.94, "word": " هذه", "probability": 0.82763671875}, {"start": 4530.94, "end": 4532.26, "word": " شغل", "probability": 0.7529296875}, {"start": 4532.26, "end": 4532.7, "word": " القطعات", "probability": 0.8094482421875}, {"start": 4532.7, "end": 4533.28, "word": " الخاصة", "probability": 0.9925130208333334}, {"start": 4533.28, "end": 4533.6, "word": " إما", "probability": 0.80810546875}, {"start": 4533.6, "end": 4534.16, "word": " منظمة", "probability": 0.98974609375}, {"start": 4534.16, "end": 4534.8, "word": " فردية", "probability": 0.8980712890625}, {"start": 4534.8, "end": 4535.48, "word": " زي", "probability": 0.6649169921875}, {"start": 4535.48, "end": 4535.88, "word": " مثلا", "probability": 0.917236328125}, {"start": 4535.88, "end": 4538.44, "word": " Cofairعمل", "probability": 0.6182373046875}, {"start": 4538.44, "end": 4540.18, "word": " واضح", "probability": 0.96875}, {"start": 4540.18, "end": 4540.32, "word": " إن", "probability": 0.5244140625}, {"start": 4540.32, "end": 4540.92, "word": " هذه", "probability": 0.397705078125}, {"start": 4540.92, "end": 4541.34, "word": " منظمة", "probability": 0.9768880208333334}, {"start": 4541.34, "end": 4542.04, "word": " لشخص", "probability": 0.982177734375}, {"start": 4542.04, "end": 4542.42, "word": " واحد", "probability": 0.993896484375}, {"start": 4542.42, "end": 4542.68, "word": " أو", "probability": 0.95361328125}, {"start": 4542.68, "end": 4543.34, "word": " جماعية", "probability": 0.9554443359375}, {"start": 4543.34, "end": 4545.12, "word": " شركة", "probability": 0.9645182291666666}, {"start": 4545.12, "end": 4545.62, "word": " جوال", "probability": 0.9715169270833334}], "temperature": 1.0}, {"id": 163, "seek": 457585, "start": 4547.11, "end": 4575.85, "text": "ماشي، اللي هم نشاط معين، إيش بيكون هدفهم؟ الأرباح إذا كان مؤسسة هدفها الربح بتكون منظمة أعمال أو قطعة خاصة هي الأداء قطعة خاصة ما هو الربح؟ profit ما شاء الله ما هو الربح؟ هو عبارة عن الإيراد أكبر من التكاليف إذا كان إيرادنا ألف", "tokens": [2304, 33599, 1829, 12399, 13672, 1829, 8032, 2304, 8717, 8592, 41193, 20449, 9957, 12399, 11933, 1829, 8592, 4724, 1829, 30544, 8032, 3215, 5172, 16095, 22807, 16247, 25513, 39319, 11933, 15730, 25961, 3714, 33604, 3794, 3794, 3660, 8032, 3215, 5172, 11296, 34892, 49628, 39894, 30544, 9154, 19913, 46007, 5551, 25957, 6027, 34051, 12174, 9566, 27884, 16490, 33546, 3660, 39896, 16247, 3215, 16606, 12174, 9566, 27884, 16490, 33546, 3660, 19446, 31439, 34892, 49628, 22807, 7475, 19446, 13412, 16606, 21984, 19446, 31439, 34892, 49628, 22807, 31439, 6225, 3555, 9640, 3660, 18871, 33688, 13546, 18513, 5551, 4117, 26890, 9154, 16712, 4117, 6027, 33911, 11933, 15730, 25961, 11933, 13546, 18513, 8315, 5551, 46538], "avg_logprob": -0.18749999343802076, "compression_ratio": 1.9150943396226414, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 4547.11, "end": 4547.87, "word": "ماشي،", "probability": 0.644500732421875}, {"start": 4547.87, "end": 4547.91, "word": " اللي", "probability": 0.7412109375}, {"start": 4547.91, "end": 4548.05, "word": " هم", "probability": 0.6824951171875}, {"start": 4548.05, "end": 4548.43, "word": " نشاط", "probability": 0.9724934895833334}, {"start": 4548.43, "end": 4548.91, "word": " معين،", "probability": 0.7589518229166666}, {"start": 4548.91, "end": 4548.99, "word": " إيش", "probability": 0.813232421875}, {"start": 4548.99, "end": 4549.21, "word": " بيكون", "probability": 0.7858072916666666}, {"start": 4549.21, "end": 4550.17, "word": " هدفهم؟", "probability": 0.95205078125}, {"start": 4550.17, "end": 4551.11, "word": " الأرباح", "probability": 0.7821451822916666}, {"start": 4551.11, "end": 4552.93, "word": " إذا", "probability": 0.751708984375}, {"start": 4552.93, "end": 4553.39, "word": " كان", "probability": 0.78466796875}, {"start": 4553.39, "end": 4553.87, "word": " مؤسسة", "probability": 0.87822265625}, {"start": 4553.87, "end": 4554.23, "word": " هدفها", "probability": 0.98681640625}, {"start": 4554.23, "end": 4554.47, "word": " الربح", "probability": 0.874267578125}, {"start": 4554.47, "end": 4554.81, "word": " بتكون", "probability": 0.5975341796875}, {"start": 4554.81, "end": 4555.29, "word": " منظمة", "probability": 0.98193359375}, {"start": 4555.29, "end": 4555.69, "word": " أعمال", "probability": 0.96875}, {"start": 4555.69, "end": 4555.85, "word": " أو", "probability": 0.94580078125}, {"start": 4555.85, "end": 4556.15, "word": " قطعة", "probability": 0.8341471354166666}, {"start": 4556.15, "end": 4557.09, "word": " خاصة", "probability": 0.78955078125}, {"start": 4557.09, "end": 4557.21, "word": " هي", "probability": 0.58544921875}, {"start": 4557.21, "end": 4557.55, "word": " الأداء", "probability": 0.68603515625}, {"start": 4557.55, "end": 4557.85, "word": " قطعة", "probability": 0.8738606770833334}, {"start": 4557.85, "end": 4558.71, "word": " خاصة", "probability": 0.9889322916666666}, {"start": 4558.71, "end": 4559.21, "word": " ما", "probability": 0.73974609375}, {"start": 4559.21, "end": 4559.39, "word": " هو", "probability": 0.9404296875}, {"start": 4559.39, "end": 4562.61, "word": " الربح؟", "probability": 0.7091471354166666}, {"start": 4562.61, "end": 4562.97, "word": " profit", "probability": 0.6630859375}, {"start": 4562.97, "end": 4565.39, "word": " ما", "probability": 0.63623046875}, {"start": 4565.39, "end": 4565.63, "word": " شاء", "probability": 0.945556640625}, {"start": 4565.63, "end": 4565.91, "word": " الله", "probability": 0.96044921875}, {"start": 4565.91, "end": 4567.17, "word": " ما", "probability": 0.9091796875}, {"start": 4567.17, "end": 4567.33, "word": " هو", "probability": 0.9921875}, {"start": 4567.33, "end": 4567.81, "word": " الربح؟", "probability": 0.8841145833333334}, {"start": 4567.81, "end": 4567.83, "word": " هو", "probability": 0.98193359375}, {"start": 4567.83, "end": 4568.15, "word": " عبارة", "probability": 0.963623046875}, {"start": 4568.15, "end": 4568.33, "word": " عن", "probability": 0.998046875}, {"start": 4568.33, "end": 4569.13, "word": " الإيراد", "probability": 0.8846028645833334}, {"start": 4569.13, "end": 4571.45, "word": " أكبر", "probability": 0.97607421875}, {"start": 4571.45, "end": 4571.65, "word": " من", "probability": 0.99609375}, {"start": 4571.65, "end": 4572.43, "word": " التكاليف", "probability": 0.93701171875}, {"start": 4572.43, "end": 4574.73, "word": " إذا", "probability": 0.96435546875}, {"start": 4574.73, "end": 4574.95, "word": " كان", "probability": 0.99658203125}, {"start": 4574.95, "end": 4575.47, "word": " إيرادنا", "probability": 0.989501953125}, {"start": 4575.47, "end": 4575.85, "word": " ألف", "probability": 0.841064453125}], "temperature": 1.0}, {"id": 164, "seek": 460158, "start": 4577.0, "end": 4601.58, "text": "تكاليفنا 500 مين أكتر؟ ألف ناقص 500 موجب 500 إذا الربح عبارة عن الإيراد حاصل التكاليف بإشارة موجبة للإيراد هذا هو إيش؟ الأرباح وهو الهدف النهائي للقطاعات الخاصة هو الهدف النهائي للقطاع الخاص إذا عندنا شركة جوال هدفها تحقيق الأرباح", "tokens": [2655, 4117, 6027, 33911, 8315, 5923, 3714, 9957, 5551, 4117, 2655, 2288, 22807, 5551, 46538, 8717, 995, 4587, 9381, 5923, 3714, 29245, 3555, 5923, 11933, 15730, 2423, 25513, 5016, 6225, 3555, 9640, 3660, 18871, 33688, 13546, 18513, 11331, 33546, 1211, 16712, 4117, 6027, 33911, 4724, 28814, 8592, 9640, 3660, 3714, 29245, 49401, 24976, 28814, 13546, 18513, 23758, 31439, 11933, 1829, 8592, 22807, 16247, 25513, 39319, 37037, 2407, 2423, 3224, 3215, 5172, 28239, 3224, 16373, 1829, 24976, 47432, 45761, 9307, 33962, 33546, 3660, 31439, 2423, 3224, 3215, 5172, 28239, 3224, 16373, 1829, 24976, 47432, 45761, 33962, 33546, 11933, 15730, 43242, 8315, 13412, 31747, 3660, 10874, 2407, 6027, 8032, 3215, 5172, 11296, 6055, 5016, 38436, 4587, 16247, 25513, 39319], "avg_logprob": -0.12917107419442322, "compression_ratio": 2.0497512437810945, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 4577.0, "end": 4577.64, "word": "تكاليفنا", "probability": 0.83349609375}, {"start": 4577.64, "end": 4578.02, "word": " 500", "probability": 0.876953125}, {"start": 4578.02, "end": 4579.68, "word": " مين", "probability": 0.660400390625}, {"start": 4579.68, "end": 4581.22, "word": " أكتر؟", "probability": 0.82314453125}, {"start": 4581.22, "end": 4582.22, "word": " ألف", "probability": 0.651123046875}, {"start": 4582.22, "end": 4582.52, "word": " ناقص", "probability": 0.9630126953125}, {"start": 4582.52, "end": 4582.92, "word": " 500", "probability": 0.7021484375}, {"start": 4582.92, "end": 4583.2, "word": " موجب", "probability": 0.86767578125}, {"start": 4583.2, "end": 4583.62, "word": " 500", "probability": 0.80029296875}, {"start": 4583.62, "end": 4585.8, "word": " إذا", "probability": 0.69384765625}, {"start": 4585.8, "end": 4586.26, "word": " الربح", "probability": 0.7548828125}, {"start": 4586.26, "end": 4586.68, "word": " عبارة", "probability": 0.994873046875}, {"start": 4586.68, "end": 4586.88, "word": " عن", "probability": 0.99462890625}, {"start": 4586.88, "end": 4587.42, "word": " الإيراد", "probability": 0.94970703125}, {"start": 4587.42, "end": 4587.84, "word": " حاصل", "probability": 0.9173177083333334}, {"start": 4587.84, "end": 4588.44, "word": " التكاليف", "probability": 0.8427734375}, {"start": 4588.44, "end": 4588.96, "word": " بإشارة", "probability": 0.9720703125}, {"start": 4588.96, "end": 4589.3, "word": " موجبة", "probability": 0.87548828125}, {"start": 4589.3, "end": 4589.88, "word": " للإيراد", "probability": 0.9642333984375}, {"start": 4589.88, "end": 4590.8, "word": " هذا", "probability": 0.7099609375}, {"start": 4590.8, "end": 4590.98, "word": " هو", "probability": 0.95703125}, {"start": 4590.98, "end": 4591.36, "word": " إيش؟", "probability": 0.69287109375}, {"start": 4591.36, "end": 4591.78, "word": " الأرباح", "probability": 0.7825520833333334}, {"start": 4591.78, "end": 4592.78, "word": " وهو", "probability": 0.7685546875}, {"start": 4592.78, "end": 4593.12, "word": " الهدف", "probability": 0.9912109375}, {"start": 4593.12, "end": 4593.6, "word": " النهائي", "probability": 0.9735107421875}, {"start": 4593.6, "end": 4594.18, "word": " للقطاعات", "probability": 0.9273681640625}, {"start": 4594.18, "end": 4595.3, "word": " الخاصة", "probability": 0.99365234375}, {"start": 4595.3, "end": 4595.46, "word": " هو", "probability": 0.701171875}, {"start": 4595.46, "end": 4595.78, "word": " الهدف", "probability": 0.995849609375}, {"start": 4595.78, "end": 4596.14, "word": " النهائي", "probability": 0.9803466796875}, {"start": 4596.14, "end": 4596.7, "word": " للقطاع", "probability": 0.9749348958333334}, {"start": 4596.7, "end": 4597.38, "word": " الخاص", "probability": 0.994384765625}, {"start": 4597.38, "end": 4598.46, "word": " إذا", "probability": 0.94677734375}, {"start": 4598.46, "end": 4598.98, "word": " عندنا", "probability": 0.8212890625}, {"start": 4598.98, "end": 4599.54, "word": " شركة", "probability": 0.9866536458333334}, {"start": 4599.54, "end": 4599.94, "word": " جوال", "probability": 0.9514973958333334}, {"start": 4599.94, "end": 4600.32, "word": " هدفها", "probability": 0.9725341796875}, {"start": 4600.32, "end": 4600.66, "word": " تحقيق", "probability": 0.972412109375}, {"start": 4600.66, "end": 4601.58, "word": " الأرباح", "probability": 0.9435221354166666}], "temperature": 1.0}, {"id": 165, "seek": 462532, "start": 4602.72, "end": 4625.32, "text": "بعض الجامعات اللي عندنا اللي ظهرت حديثا زي جامعة فلسطين وجامعة غزة هذه شركات مساهمة هدفها الأرباح البنوك كلها عندنا شركات مساهمة هدفها أيش الأرباح لأن أي مؤسسة صغيرة كبيرة أنت لوحدك فيها المدير أو معاك شركاء هدفك الأرباح بنسميها قطاع خاص أو منظمات أعمل قطاع خاص هي الأدق", "tokens": [3555, 3615, 11242, 25724, 10943, 3615, 9307, 13672, 1829, 43242, 8315, 13672, 1829, 1357, 116, 3224, 43500, 11331, 16254, 12984, 995, 30767, 1829, 10874, 10943, 27884, 6156, 1211, 3794, 9566, 9957, 49610, 10943, 27884, 32771, 11622, 3660, 29538, 13412, 31747, 9307, 47524, 995, 16095, 3660, 8032, 3215, 5172, 11296, 16247, 25513, 39319, 29739, 1863, 2407, 4117, 28242, 11296, 43242, 8315, 13412, 31747, 9307, 47524, 995, 16095, 3660, 8032, 3215, 5172, 11296, 36632, 8592, 16247, 25513, 39319, 5296, 33456, 36632, 3714, 33604, 3794, 3794, 3660, 20328, 17082, 48923, 9122, 3555, 48923, 14739, 2655, 45164, 24401, 4117, 8978, 11296, 9673, 3215, 13546, 34051, 20449, 995, 4117, 13412, 31747, 16606, 8032, 3215, 5172, 4117, 16247, 25513, 39319, 44945, 38251, 1829, 11296, 12174, 9566, 45761, 16490, 33546, 34051, 9154, 19913, 2304, 9307, 5551, 25957, 1211, 12174, 9566, 45761, 16490, 33546, 39896, 16247, 3215, 4587], "avg_logprob": -0.09502437943262411, "compression_ratio": 2.1769911504424777, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 4602.72, "end": 4603.16, "word": "بعض", "probability": 0.9951171875}, {"start": 4603.16, "end": 4603.62, "word": " الجامعات", "probability": 0.985107421875}, {"start": 4603.62, "end": 4603.72, "word": " اللي", "probability": 0.7286376953125}, {"start": 4603.72, "end": 4604.0, "word": " عندنا", "probability": 0.753662109375}, {"start": 4604.0, "end": 4604.16, "word": " اللي", "probability": 0.886474609375}, {"start": 4604.16, "end": 4604.66, "word": " ظهرت", "probability": 0.919677734375}, {"start": 4604.66, "end": 4605.34, "word": " حديثا", "probability": 0.940673828125}, {"start": 4605.34, "end": 4605.58, "word": " زي", "probability": 0.85791015625}, {"start": 4605.58, "end": 4605.98, "word": " جامعة", "probability": 0.9874674479166666}, {"start": 4605.98, "end": 4606.42, "word": " فلسطين", "probability": 0.97216796875}, {"start": 4606.42, "end": 4606.72, "word": " وجامعة", "probability": 0.91064453125}, {"start": 4606.72, "end": 4607.06, "word": " غزة", "probability": 0.9542643229166666}, {"start": 4607.06, "end": 4607.34, "word": " هذه", "probability": 0.372314453125}, {"start": 4607.34, "end": 4607.92, "word": " شركات", "probability": 0.9964192708333334}, {"start": 4607.92, "end": 4608.52, "word": " مساهمة", "probability": 0.9332275390625}, {"start": 4608.52, "end": 4608.88, "word": " هدفها", "probability": 0.976318359375}, {"start": 4608.88, "end": 4609.44, "word": " الأرباح", "probability": 0.9615885416666666}, {"start": 4609.44, "end": 4612.1, "word": " البنوك", "probability": 0.908203125}, {"start": 4612.1, "end": 4612.4, "word": " كلها", "probability": 0.99365234375}, {"start": 4612.4, "end": 4612.66, "word": " عندنا", "probability": 0.9697265625}, {"start": 4612.66, "end": 4613.06, "word": " شركات", "probability": 0.99658203125}, {"start": 4613.06, "end": 4613.58, "word": " مساهمة", "probability": 0.98486328125}, {"start": 4613.58, "end": 4614.0, "word": " هدفها", "probability": 0.9842529296875}, {"start": 4614.0, "end": 4614.24, "word": " أيش", "probability": 0.739990234375}, {"start": 4614.24, "end": 4614.74, "word": " الأرباح", "probability": 0.9095052083333334}, {"start": 4614.74, "end": 4615.42, "word": " لأن", "probability": 0.4796142578125}, {"start": 4615.42, "end": 4615.62, "word": " أي", "probability": 0.6611328125}, {"start": 4615.62, "end": 4616.12, "word": " مؤسسة", "probability": 0.9876953125}, {"start": 4616.12, "end": 4616.42, "word": " صغيرة", "probability": 0.9928385416666666}, {"start": 4616.42, "end": 4616.82, "word": " كبيرة", "probability": 0.9796549479166666}, {"start": 4616.82, "end": 4617.5, "word": " أنت", "probability": 0.7000732421875}, {"start": 4617.5, "end": 4617.9, "word": " لوحدك", "probability": 0.92236328125}, {"start": 4617.9, "end": 4618.06, "word": " فيها", "probability": 0.991455078125}, {"start": 4618.06, "end": 4618.44, "word": " المدير", "probability": 0.9532877604166666}, {"start": 4618.44, "end": 4618.6, "word": " أو", "probability": 0.8623046875}, {"start": 4618.6, "end": 4618.84, "word": " معاك", "probability": 0.986328125}, {"start": 4618.84, "end": 4619.44, "word": " شركاء", "probability": 0.9772135416666666}, {"start": 4619.44, "end": 4620.4, "word": " هدفك", "probability": 0.937255859375}, {"start": 4620.4, "end": 4620.84, "word": " الأرباح", "probability": 0.7936197916666666}, {"start": 4620.84, "end": 4621.5, "word": " بنسميها", "probability": 0.939453125}, {"start": 4621.5, "end": 4621.86, "word": " قطاع", "probability": 0.9537760416666666}, {"start": 4621.86, "end": 4622.32, "word": " خاص", "probability": 0.9931640625}, {"start": 4622.32, "end": 4622.52, "word": " أو", "probability": 0.83740234375}, {"start": 4622.52, "end": 4623.32, "word": " منظمات", "probability": 0.9678955078125}, {"start": 4623.32, "end": 4624.18, "word": " أعمل", "probability": 0.92138671875}, {"start": 4624.18, "end": 4624.56, "word": " قطاع", "probability": 0.77392578125}, {"start": 4624.56, "end": 4624.82, "word": " خاص", "probability": 0.99072265625}, {"start": 4624.82, "end": 4624.94, "word": " هي", "probability": 0.97900390625}, {"start": 4624.94, "end": 4625.32, "word": " الأدق", "probability": 0.9669596354166666}], "temperature": 1.0}, {"id": 166, "seek": 465466, "start": 4627.12, "end": 4654.66, "text": "ما هي أنواع المنظمات خُد يبقى لك السؤال بيقول ما هي أنواع المنظمات مش ما هي أنواع منظمات العمال إيش أنواع المنظمات؟ أول شيء الحكومة اللي هي منظمات العامة public sector تهدف لخدمة فقط بدك تعمل جوال سفة", "tokens": [15042, 39896, 14739, 14407, 3615, 9673, 1863, 19913, 2304, 9307, 16490, 10859, 3215, 7251, 3555, 4587, 7578, 5296, 4117, 21136, 33604, 6027, 4724, 1829, 39648, 19446, 39896, 14739, 14407, 3615, 9673, 1863, 19913, 2304, 9307, 37893, 19446, 39896, 14739, 14407, 3615, 9154, 19913, 2304, 9307, 18863, 2304, 6027, 11933, 1829, 8592, 14739, 14407, 3615, 9673, 1863, 19913, 2304, 9307, 22807, 5551, 12610, 44049, 38207, 21542, 4117, 20498, 3660, 13672, 1829, 39896, 9154, 19913, 2304, 9307, 18863, 10943, 3660, 1908, 6977, 6055, 3224, 3215, 5172, 5296, 9778, 40448, 3660, 6156, 47432, 47525, 4117, 6055, 25957, 1211, 10874, 2407, 6027, 8608, 5172, 3660], "avg_logprob": -0.18259803643997977, "compression_ratio": 1.9608938547486034, "no_speech_prob": 0.0, "words": [{"start": 4627.12, "end": 4627.24, "word": "ما", "probability": 0.857421875}, {"start": 4627.24, "end": 4627.36, "word": " هي", "probability": 0.8984375}, {"start": 4627.36, "end": 4627.58, "word": " أنواع", "probability": 0.9163411458333334}, {"start": 4627.58, "end": 4628.16, "word": " المنظمات", "probability": 0.963671875}, {"start": 4628.16, "end": 4628.36, "word": " خُد", "probability": 0.5810546875}, {"start": 4628.36, "end": 4628.52, "word": " يبقى", "probability": 0.70263671875}, {"start": 4628.52, "end": 4628.68, "word": " لك", "probability": 0.776123046875}, {"start": 4628.68, "end": 4629.02, "word": " السؤال", "probability": 0.9703776041666666}, {"start": 4629.02, "end": 4629.34, "word": " بيقول", "probability": 0.8642578125}, {"start": 4629.34, "end": 4629.52, "word": " ما", "probability": 0.86376953125}, {"start": 4629.52, "end": 4629.64, "word": " هي", "probability": 0.94580078125}, {"start": 4629.64, "end": 4629.92, "word": " أنواع", "probability": 0.9679361979166666}, {"start": 4629.92, "end": 4630.6, "word": " المنظمات", "probability": 0.9900390625}, {"start": 4630.6, "end": 4630.9, "word": " مش", "probability": 0.8701171875}, {"start": 4630.9, "end": 4631.08, "word": " ما", "probability": 0.896484375}, {"start": 4631.08, "end": 4631.32, "word": " هي", "probability": 0.9365234375}, {"start": 4631.32, "end": 4631.58, "word": " أنواع", "probability": 0.9736328125}, {"start": 4631.58, "end": 4632.04, "word": " منظمات", "probability": 0.9102783203125}, {"start": 4632.04, "end": 4632.52, "word": " العمال", "probability": 0.8116861979166666}, {"start": 4632.52, "end": 4634.52, "word": " إيش", "probability": 0.7744140625}, {"start": 4634.52, "end": 4634.82, "word": " أنواع", "probability": 0.9871419270833334}, {"start": 4634.82, "end": 4635.9, "word": " المنظمات؟", "probability": 0.9410807291666666}, {"start": 4635.9, "end": 4636.44, "word": " أول", "probability": 0.79931640625}, {"start": 4636.44, "end": 4636.64, "word": " شيء", "probability": 0.564453125}, {"start": 4636.64, "end": 4637.34, "word": " الحكومة", "probability": 0.96484375}, {"start": 4637.34, "end": 4638.7, "word": " اللي", "probability": 0.781982421875}, {"start": 4638.7, "end": 4638.86, "word": " هي", "probability": 0.92236328125}, {"start": 4638.86, "end": 4639.42, "word": " منظمات", "probability": 0.9337158203125}, {"start": 4639.42, "end": 4640.94, "word": " العامة", "probability": 0.9820963541666666}, {"start": 4640.94, "end": 4644.6, "word": " public", "probability": 0.37255859375}, {"start": 4644.6, "end": 4645.08, "word": " sector", "probability": 0.9736328125}, {"start": 4645.08, "end": 4648.2, "word": " تهدف", "probability": 0.974609375}, {"start": 4648.2, "end": 4650.4, "word": " لخدمة", "probability": 0.9783935546875}, {"start": 4650.4, "end": 4651.0, "word": " فقط", "probability": 0.996826171875}, {"start": 4651.0, "end": 4653.8, "word": " بدك", "probability": 0.49591064453125}, {"start": 4653.8, "end": 4654.04, "word": " تعمل", "probability": 0.98193359375}, {"start": 4654.04, "end": 4654.36, "word": " جوال", "probability": 0.5604248046875}, {"start": 4654.36, "end": 4654.66, "word": " سفة", "probability": 0.82958984375}], "temperature": 1.0}, {"id": 167, "seek": 468160, "start": 4656.25, "end": 4681.61, "text": "اللي بتطلع شهادة ميلاد شهادة حسن سورة وسلوك هذه كلها منظمات عامة بتروح للدولة أو للحكومة زي الدفاع والأمن والشغل المدني ماشي طبعا في برضه منظمات أخرى ليهم مؤسسات حكومية بتتبع الحكومة زي .. بس خد بالك الشغلات هذه بدت تتخصص تتخص خصة", "tokens": [6027, 20292, 39894, 9566, 1211, 3615, 13412, 11296, 41891, 3714, 1829, 15040, 3215, 13412, 11296, 41891, 11331, 3794, 1863, 8608, 13063, 3660, 46952, 1211, 2407, 4117, 29538, 28242, 11296, 9154, 19913, 2304, 9307, 6225, 10943, 3660, 39894, 32887, 5016, 24976, 3215, 12610, 3660, 34051, 24976, 5016, 4117, 20498, 3660, 30767, 1829, 32748, 5172, 45761, 16070, 10721, 27842, 4032, 6027, 8592, 17082, 1211, 9673, 3215, 22653, 3714, 33599, 1829, 23032, 3555, 3615, 995, 8978, 4724, 43042, 3224, 9154, 19913, 2304, 9307, 5551, 34740, 7578, 32239, 16095, 3714, 33604, 3794, 3794, 9307, 11331, 4117, 20498, 10632, 39894, 2655, 3555, 3615, 21542, 4117, 20498, 3660, 30767, 1829, 4386, 4724, 3794, 16490, 3215, 20666, 4117, 25124, 17082, 1211, 9307, 29538, 47525, 2655, 6055, 2655, 9778, 9381, 9381, 6055, 2655, 9778, 9381, 16490, 9381, 3660], "avg_logprob": -0.19835401013607287, "compression_ratio": 1.9348837209302325, "no_speech_prob": 0.0, "words": [{"start": 4656.25, "end": 4656.43, "word": "اللي", "probability": 0.3897705078125}, {"start": 4656.43, "end": 4656.75, "word": " بتطلع", "probability": 0.8194580078125}, {"start": 4656.75, "end": 4657.01, "word": " شهادة", "probability": 0.69091796875}, {"start": 4657.01, "end": 4657.49, "word": " ميلاد", "probability": 0.955810546875}, {"start": 4657.49, "end": 4658.67, "word": " شهادة", "probability": 0.6698404947916666}, {"start": 4658.67, "end": 4658.89, "word": " حسن", "probability": 0.9459635416666666}, {"start": 4658.89, "end": 4659.09, "word": " سورة", "probability": 0.500244140625}, {"start": 4659.09, "end": 4659.57, "word": " وسلوك", "probability": 0.9178466796875}, {"start": 4659.57, "end": 4660.77, "word": " هذه", "probability": 0.49560546875}, {"start": 4660.77, "end": 4660.99, "word": " كلها", "probability": 0.9326171875}, {"start": 4660.99, "end": 4661.47, "word": " منظمات", "probability": 0.95361328125}, {"start": 4661.47, "end": 4661.99, "word": " عامة", "probability": 0.9978841145833334}, {"start": 4661.99, "end": 4662.69, "word": " بتروح", "probability": 0.9046223958333334}, {"start": 4662.69, "end": 4663.37, "word": " للدولة", "probability": 0.9296875}, {"start": 4663.37, "end": 4663.71, "word": " أو", "probability": 0.76025390625}, {"start": 4663.71, "end": 4664.83, "word": " للحكومة", "probability": 0.9669921875}, {"start": 4664.83, "end": 4666.57, "word": " زي", "probability": 0.759765625}, {"start": 4666.57, "end": 4667.15, "word": " الدفاع", "probability": 0.9796549479166666}, {"start": 4667.15, "end": 4667.61, "word": " والأمن", "probability": 0.8087565104166666}, {"start": 4667.61, "end": 4668.01, "word": " والشغل", "probability": 0.63310546875}, {"start": 4668.01, "end": 4668.49, "word": " المدني", "probability": 0.9669596354166666}, {"start": 4668.49, "end": 4670.51, "word": " ماشي", "probability": 0.752197265625}, {"start": 4670.51, "end": 4671.97, "word": " طبعا", "probability": 0.9111328125}, {"start": 4671.97, "end": 4672.09, "word": " في", "probability": 0.69580078125}, {"start": 4672.09, "end": 4672.63, "word": " برضه", "probability": 0.93115234375}, {"start": 4672.63, "end": 4673.39, "word": " منظمات", "probability": 0.9775390625}, {"start": 4673.39, "end": 4673.77, "word": " أخرى", "probability": 0.9127604166666666}, {"start": 4673.77, "end": 4673.99, "word": " ليهم", "probability": 0.4903564453125}, {"start": 4673.99, "end": 4674.51, "word": " مؤسسات", "probability": 0.9859375}, {"start": 4674.51, "end": 4674.83, "word": " حكومية", "probability": 0.9898681640625}, {"start": 4674.83, "end": 4675.13, "word": " بتتبع", "probability": 0.9503173828125}, {"start": 4675.13, "end": 4675.91, "word": " الحكومة", "probability": 0.9940185546875}, {"start": 4675.91, "end": 4678.09, "word": " زي", "probability": 0.950927734375}, {"start": 4678.09, "end": 4678.31, "word": " ..", "probability": 0.29638671875}, {"start": 4678.31, "end": 4678.55, "word": " بس", "probability": 0.885009765625}, {"start": 4678.55, "end": 4678.69, "word": " خد", "probability": 0.73486328125}, {"start": 4678.69, "end": 4678.97, "word": " بالك", "probability": 0.919189453125}, {"start": 4678.97, "end": 4679.37, "word": " الشغلات", "probability": 0.8984375}, {"start": 4679.37, "end": 4679.45, "word": " هذه", "probability": 0.4091796875}, {"start": 4679.45, "end": 4679.61, "word": " بدت", "probability": 0.675537109375}, {"start": 4679.61, "end": 4680.33, "word": " تتخصص", "probability": 0.9732421875}, {"start": 4680.33, "end": 4680.95, "word": " تتخص", "probability": 0.8953857421875}, {"start": 4680.95, "end": 4681.61, "word": " خصة", "probability": 0.7854817708333334}], "temperature": 1.0}, {"id": 168, "seek": 471245, "start": 4683.03, "end": 4712.45, "text": "الموانئ المطارات المصالح المياه هذه مؤسسات تتبع الحكومة لكن ممكن خص خصتها لكن الأمور الأمنية بضرها تتبع الحكومة منظمات دولية زي الأمم المتحدة وكالة الانروا سفارة الدولة هي دولية بتكون ال NGOs اللي هي المنظمات الخيرية جمعية الإيغاتا الإسلامية", "tokens": [45340, 2407, 7649, 19986, 9673, 9566, 9640, 9307, 9673, 9381, 6027, 5016, 9673, 1829, 40294, 29538, 3714, 33604, 3794, 3794, 9307, 6055, 2655, 3555, 3615, 21542, 4117, 20498, 3660, 44381, 3714, 43020, 16490, 9381, 16490, 9381, 2655, 11296, 44381, 16247, 2304, 13063, 16247, 27842, 10632, 4724, 11242, 2288, 11296, 6055, 2655, 3555, 3615, 21542, 4117, 20498, 3660, 9154, 19913, 2304, 9307, 11778, 12610, 10632, 30767, 1829, 16247, 2304, 2304, 9673, 2655, 24401, 3660, 4032, 4117, 6027, 3660, 2423, 7649, 32887, 995, 8608, 5172, 9640, 3660, 32748, 12610, 3660, 39896, 11778, 12610, 10632, 39894, 30544, 2423, 46454, 13672, 1829, 39896, 9673, 1863, 19913, 2304, 9307, 33962, 13546, 10632, 10874, 2304, 3615, 10632, 33688, 1829, 17082, 9307, 995, 33688, 3794, 37440, 10632], "avg_logprob": -0.1859504132231405, "compression_ratio": 2.05607476635514, "no_speech_prob": 0.0, "words": [{"start": 4683.03, "end": 4683.79, "word": "الموانئ", "probability": 0.8153076171875}, {"start": 4683.79, "end": 4684.69, "word": " المطارات", "probability": 0.84552001953125}, {"start": 4684.69, "end": 4685.95, "word": " المصالح", "probability": 0.8870849609375}, {"start": 4685.95, "end": 4686.35, "word": " المياه", "probability": 0.66259765625}, {"start": 4686.35, "end": 4686.85, "word": " هذه", "probability": 0.55517578125}, {"start": 4686.85, "end": 4687.45, "word": " مؤسسات", "probability": 0.954296875}, {"start": 4687.45, "end": 4687.85, "word": " تتبع", "probability": 0.9871826171875}, {"start": 4687.85, "end": 4688.47, "word": " الحكومة", "probability": 0.99169921875}, {"start": 4688.47, "end": 4689.03, "word": " لكن", "probability": 0.86474609375}, {"start": 4689.03, "end": 4689.31, "word": " ممكن", "probability": 0.893310546875}, {"start": 4689.31, "end": 4689.59, "word": " خص", "probability": 0.62060546875}, {"start": 4689.59, "end": 4689.95, "word": " خصتها", "probability": 0.896728515625}, {"start": 4689.95, "end": 4690.27, "word": " لكن", "probability": 0.90966796875}, {"start": 4690.27, "end": 4691.35, "word": " الأمور", "probability": 0.94677734375}, {"start": 4691.35, "end": 4691.75, "word": " الأمنية", "probability": 0.9708658854166666}, {"start": 4691.75, "end": 4692.05, "word": " بضرها", "probability": 0.671173095703125}, {"start": 4692.05, "end": 4692.25, "word": " تتبع", "probability": 0.9483642578125}, {"start": 4692.25, "end": 4693.93, "word": " الحكومة", "probability": 0.989013671875}, {"start": 4693.93, "end": 4695.77, "word": " منظمات", "probability": 0.85357666015625}, {"start": 4695.77, "end": 4696.31, "word": " دولية", "probability": 0.9817708333333334}, {"start": 4696.31, "end": 4697.21, "word": " زي", "probability": 0.870361328125}, {"start": 4697.21, "end": 4697.47, "word": " الأمم", "probability": 0.673583984375}, {"start": 4697.47, "end": 4698.09, "word": " المتحدة", "probability": 0.9915771484375}, {"start": 4698.09, "end": 4698.63, "word": " وكالة", "probability": 0.5472564697265625}, {"start": 4698.63, "end": 4699.81, "word": " الانروا", "probability": 0.67919921875}, {"start": 4699.81, "end": 4700.77, "word": " سفارة", "probability": 0.86279296875}, {"start": 4700.77, "end": 4701.41, "word": " الدولة", "probability": 0.9933268229166666}, {"start": 4701.41, "end": 4701.59, "word": " هي", "probability": 0.5654296875}, {"start": 4701.59, "end": 4701.91, "word": " دولية", "probability": 0.98095703125}, {"start": 4701.91, "end": 4702.27, "word": " بتكون", "probability": 0.767822265625}, {"start": 4702.27, "end": 4703.39, "word": " ال", "probability": 0.91552734375}, {"start": 4703.39, "end": 4703.79, "word": " NGOs", "probability": 0.7685546875}, {"start": 4703.79, "end": 4704.21, "word": " اللي", "probability": 0.84765625}, {"start": 4704.21, "end": 4704.33, "word": " هي", "probability": 0.9267578125}, {"start": 4704.33, "end": 4704.89, "word": " المنظمات", "probability": 0.98017578125}, {"start": 4704.89, "end": 4705.51, "word": " الخيرية", "probability": 0.9558919270833334}, {"start": 4705.51, "end": 4708.99, "word": " جمعية", "probability": 0.944091796875}, {"start": 4708.99, "end": 4710.97, "word": " الإيغاتا", "probability": 0.6302734375}, {"start": 4710.97, "end": 4712.45, "word": " الإسلامية", "probability": 0.9644775390625}], "temperature": 1.0}, {"id": 169, "seek": 474138, "start": 4714.16, "end": 4741.38, "text": "إذا الـ NGOs هي منظمات تهدف لتقديم خدمات وتبرعات مساعدات إنسانية مش ربحية لأ زي اللي بوزعوا شنط وقسوة العيد هما دول تعونيات مجموعة من الناس في تخصص معين بيعملوا حاجة زي جمعية زي جمعية الزراعة مثلا أو جمعية حماية المستهلك", "tokens": [28814, 15730, 2423, 39184, 46454, 39896, 9154, 19913, 2304, 9307, 6055, 3224, 3215, 5172, 5296, 2655, 4587, 16254, 2304, 16490, 40448, 9307, 34683, 26890, 3615, 9307, 47524, 995, 22488, 9307, 36145, 3794, 7649, 10632, 37893, 12602, 49628, 10632, 5296, 10721, 30767, 1829, 13672, 1829, 4724, 2407, 11622, 3615, 14407, 13412, 1863, 9566, 4032, 4587, 3794, 2407, 3660, 18863, 25708, 8032, 15042, 11778, 12610, 37279, 2407, 22653, 9307, 3714, 7435, 2304, 2407, 27884, 9154, 2423, 8315, 3794, 8978, 6055, 9778, 9381, 9381, 20449, 9957, 4724, 1829, 25957, 1211, 14407, 11331, 26108, 3660, 30767, 1829, 10874, 2304, 3615, 10632, 30767, 1829, 10874, 2304, 3615, 10632, 6024, 110, 23557, 3615, 3660, 50113, 15040, 34051, 10874, 2304, 3615, 10632, 11331, 15042, 10632, 9673, 14851, 3224, 23275], "avg_logprob": -0.1600609695523735, "compression_ratio": 1.8, "no_speech_prob": 0.0, "words": [{"start": 4714.16, "end": 4714.4, "word": "إذا", "probability": 0.5809326171875}, {"start": 4714.4, "end": 4714.58, "word": " الـ", "probability": 0.782958984375}, {"start": 4714.58, "end": 4714.94, "word": " NGOs", "probability": 0.313720703125}, {"start": 4714.94, "end": 4715.26, "word": " هي", "probability": 0.71875}, {"start": 4715.26, "end": 4715.76, "word": " منظمات", "probability": 0.784912109375}, {"start": 4715.76, "end": 4716.08, "word": " تهدف", "probability": 0.863525390625}, {"start": 4716.08, "end": 4716.44, "word": " لتقديم", "probability": 0.78857421875}, {"start": 4716.44, "end": 4716.9, "word": " خدمات", "probability": 0.9783528645833334}, {"start": 4716.9, "end": 4717.68, "word": " وتبرعات", "probability": 0.88427734375}, {"start": 4717.68, "end": 4718.68, "word": " مساعدات", "probability": 0.9088134765625}, {"start": 4718.68, "end": 4719.32, "word": " إنسانية", "probability": 0.9603271484375}, {"start": 4719.32, "end": 4721.6, "word": " مش", "probability": 0.89111328125}, {"start": 4721.6, "end": 4722.02, "word": " ربحية", "probability": 0.97607421875}, {"start": 4722.02, "end": 4723.02, "word": " لأ", "probability": 0.85400390625}, {"start": 4723.02, "end": 4724.44, "word": " زي", "probability": 0.53143310546875}, {"start": 4724.44, "end": 4724.48, "word": " اللي", "probability": 0.962646484375}, {"start": 4724.48, "end": 4725.32, "word": " بوزعوا", "probability": 0.81865234375}, {"start": 4725.32, "end": 4725.64, "word": " شنط", "probability": 0.6976725260416666}, {"start": 4725.64, "end": 4726.04, "word": " وقسوة", "probability": 0.669775390625}, {"start": 4726.04, "end": 4726.38, "word": " العيد", "probability": 0.875244140625}, {"start": 4726.38, "end": 4726.78, "word": " هما", "probability": 0.7919921875}, {"start": 4726.78, "end": 4727.42, "word": " دول", "probability": 0.96533203125}, {"start": 4727.42, "end": 4729.02, "word": " تعونيات", "probability": 0.8226318359375}, {"start": 4729.02, "end": 4731.92, "word": " مجموعة", "probability": 0.94775390625}, {"start": 4731.92, "end": 4732.08, "word": " من", "probability": 0.99169921875}, {"start": 4732.08, "end": 4732.34, "word": " الناس", "probability": 0.98291015625}, {"start": 4732.34, "end": 4732.48, "word": " في", "probability": 0.919921875}, {"start": 4732.48, "end": 4732.92, "word": " تخصص", "probability": 0.967529296875}, {"start": 4732.92, "end": 4733.2, "word": " معين", "probability": 0.978759765625}, {"start": 4733.2, "end": 4733.78, "word": " بيعملوا", "probability": 0.9654296875}, {"start": 4733.78, "end": 4734.24, "word": " حاجة", "probability": 0.9973958333333334}, {"start": 4734.24, "end": 4734.46, "word": " زي", "probability": 0.9765625}, {"start": 4734.46, "end": 4734.92, "word": " جمعية", "probability": 0.9813232421875}, {"start": 4734.92, "end": 4735.16, "word": " زي", "probability": 0.96923828125}, {"start": 4735.16, "end": 4735.52, "word": " جمعية", "probability": 0.9920654296875}, {"start": 4735.52, "end": 4736.12, "word": " الزراعة", "probability": 0.73740234375}, {"start": 4736.12, "end": 4736.42, "word": " مثلا", "probability": 0.915771484375}, {"start": 4736.42, "end": 4736.76, "word": " أو", "probability": 0.91357421875}, {"start": 4736.76, "end": 4738.3, "word": " جمعية", "probability": 0.9942626953125}, {"start": 4738.3, "end": 4740.68, "word": " حماية", "probability": 0.9855143229166666}, {"start": 4740.68, "end": 4741.38, "word": " المستهلك", "probability": 0.9906005859375}], "temperature": 1.0}, {"id": 170, "seek": 477222, "start": 4743.12, "end": 4772.22, "text": "هذه تعاونيات إذا عندنا المنظمات الحكومية اللي هي الحكومة مثلا وزارة المالية إيش بتكون حكومة كلمة وزارة ومصلحة ماشي هذه حكومة زي في مصر مصلحة الدرائب هذه إيش؟ هذه حكومة طبعا المسميات بتختلف", "tokens": [3224, 24192, 37279, 995, 11536, 1829, 9307, 11933, 15730, 43242, 8315, 9673, 1863, 19913, 2304, 9307, 21542, 4117, 20498, 10632, 13672, 1829, 39896, 21542, 4117, 20498, 3660, 50113, 15040, 4032, 11622, 9640, 3660, 9673, 6027, 10632, 11933, 1829, 8592, 39894, 30544, 11331, 4117, 20498, 3660, 9122, 19528, 3660, 4032, 11622, 9640, 3660, 4032, 2304, 36520, 5016, 3660, 3714, 33599, 1829, 29538, 11331, 4117, 20498, 3660, 30767, 1829, 8978, 3714, 9381, 2288, 3714, 36520, 5016, 3660, 32748, 2288, 16373, 3555, 29538, 11933, 1829, 8592, 22807, 29538, 11331, 4117, 20498, 3660, 23032, 3555, 3615, 995, 9673, 38251, 1829, 9307, 39894, 46456, 46538], "avg_logprob": -0.15075804278402044, "compression_ratio": 2.0116959064327484, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 4743.12, "end": 4743.42, "word": "هذه", "probability": 0.867431640625}, {"start": 4743.42, "end": 4744.16, "word": " تعاونيات", "probability": 0.8740234375}, {"start": 4744.16, "end": 4748.2, "word": " إذا", "probability": 0.6226806640625}, {"start": 4748.2, "end": 4748.46, "word": " عندنا", "probability": 0.554351806640625}, {"start": 4748.46, "end": 4749.02, "word": " المنظمات", "probability": 0.9369140625}, {"start": 4749.02, "end": 4749.46, "word": " الحكومية", "probability": 0.990234375}, {"start": 4749.46, "end": 4749.58, "word": " اللي", "probability": 0.697998046875}, {"start": 4749.58, "end": 4749.72, "word": " هي", "probability": 0.88525390625}, {"start": 4749.72, "end": 4750.42, "word": " الحكومة", "probability": 0.987060546875}, {"start": 4750.42, "end": 4751.54, "word": " مثلا", "probability": 0.9111328125}, {"start": 4751.54, "end": 4753.98, "word": " وزارة", "probability": 0.9696044921875}, {"start": 4753.98, "end": 4754.4, "word": " المالية", "probability": 0.9029947916666666}, {"start": 4754.4, "end": 4754.56, "word": " إيش", "probability": 0.7671712239583334}, {"start": 4754.56, "end": 4755.02, "word": " بتكون", "probability": 0.969482421875}, {"start": 4755.02, "end": 4756.9, "word": " حكومة", "probability": 0.8739013671875}, {"start": 4756.9, "end": 4759.1, "word": " كلمة", "probability": 0.9228515625}, {"start": 4759.1, "end": 4759.76, "word": " وزارة", "probability": 0.99658203125}, {"start": 4759.76, "end": 4762.02, "word": " ومصلحة", "probability": 0.96376953125}, {"start": 4762.02, "end": 4763.38, "word": " ماشي", "probability": 0.927734375}, {"start": 4763.38, "end": 4764.34, "word": " هذه", "probability": 0.537109375}, {"start": 4764.34, "end": 4764.92, "word": " حكومة", "probability": 0.98779296875}, {"start": 4764.92, "end": 4766.64, "word": " زي", "probability": 0.7998046875}, {"start": 4766.64, "end": 4766.78, "word": " في", "probability": 0.97119140625}, {"start": 4766.78, "end": 4767.04, "word": " مصر", "probability": 0.9850260416666666}, {"start": 4767.04, "end": 4767.48, "word": " مصلحة", "probability": 0.7818603515625}, {"start": 4767.48, "end": 4768.1, "word": " الدرائب", "probability": 0.8172607421875}, {"start": 4768.1, "end": 4768.78, "word": " هذه", "probability": 0.65869140625}, {"start": 4768.78, "end": 4769.18, "word": " إيش؟", "probability": 0.82550048828125}, {"start": 4769.18, "end": 4769.46, "word": " هذه", "probability": 0.8701171875}, {"start": 4769.46, "end": 4770.58, "word": " حكومة", "probability": 0.9871826171875}, {"start": 4770.58, "end": 4771.12, "word": " طبعا", "probability": 0.9151611328125}, {"start": 4771.12, "end": 4771.62, "word": " المسميات", "probability": 0.77044677734375}, {"start": 4771.62, "end": 4772.22, "word": " بتختلف", "probability": 0.9734700520833334}], "temperature": 1.0}, {"id": 171, "seek": 480422, "start": 4775.4, "end": 4804.22, "text": "الصليب الأحمر والهيال الأحمر والسفارات والـ Honor وهذه كلها دولية دولية ال NGOs منتشرة عنا احنا من حوال 300 جمعية هي جمعية تقدم خدمات فقط وليست ربحية تعاونية تقولنا مجموعة من الناس بكونه جمعية زي جمعية حماية المستخدم جمعية الزراعة الاقتصاد وهكذا لأن هذه عبارة عن أنواع إيش", "tokens": [6027, 9381, 20292, 3555, 16247, 5016, 29973, 16070, 3224, 1829, 6027, 16247, 5016, 29973, 16070, 3794, 5172, 9640, 9307, 16070, 39184, 16922, 37037, 24192, 28242, 11296, 11778, 12610, 10632, 11778, 12610, 10632, 2423, 46454, 9154, 2655, 8592, 25720, 6225, 8315, 1975, 5016, 8315, 9154, 11331, 2407, 6027, 6641, 10874, 2304, 3615, 10632, 39896, 10874, 2304, 3615, 10632, 6055, 28543, 2304, 16490, 40448, 9307, 6156, 47432, 4032, 20292, 14851, 12602, 49628, 10632, 37279, 995, 11536, 10632, 6055, 39648, 8315, 3714, 7435, 2304, 2407, 27884, 9154, 2423, 8315, 3794, 4724, 30544, 3224, 10874, 2304, 3615, 10632, 30767, 1829, 10874, 2304, 3615, 10632, 11331, 15042, 10632, 9673, 14851, 9778, 40448, 10874, 2304, 3615, 10632, 6024, 110, 23557, 27884, 42963, 38149, 9381, 18513, 4032, 3224, 4117, 15730, 5296, 33456, 29538, 6225, 3555, 9640, 3660, 18871, 14739, 14407, 3615, 11933, 1829, 8592], "avg_logprob": -0.17764945587386255, "compression_ratio": 1.9715447154471544, "no_speech_prob": 0.0, "words": [{"start": 4775.4, "end": 4776.0, "word": "الصليب", "probability": 0.900146484375}, {"start": 4776.0, "end": 4776.44, "word": " الأحمر", "probability": 0.958984375}, {"start": 4776.44, "end": 4776.96, "word": " والهيال", "probability": 0.8043212890625}, {"start": 4776.96, "end": 4777.4, "word": " الأحمر", "probability": 0.9002278645833334}, {"start": 4777.4, "end": 4778.32, "word": " والسفارات", "probability": 0.86572265625}, {"start": 4778.32, "end": 4778.84, "word": " والـ", "probability": 0.7822265625}, {"start": 4778.84, "end": 4779.12, "word": " Honor", "probability": 0.10174560546875}, {"start": 4779.12, "end": 4779.48, "word": " وهذه", "probability": 0.656982421875}, {"start": 4779.48, "end": 4779.72, "word": " كلها", "probability": 0.93408203125}, {"start": 4779.72, "end": 4780.34, "word": " دولية", "probability": 0.9814453125}, {"start": 4780.34, "end": 4781.78, "word": " دولية", "probability": 0.8094889322916666}, {"start": 4781.78, "end": 4785.56, "word": " ال", "probability": 0.82421875}, {"start": 4785.56, "end": 4785.94, "word": " NGOs", "probability": 0.66162109375}, {"start": 4785.94, "end": 4786.66, "word": " منتشرة", "probability": 0.93798828125}, {"start": 4786.66, "end": 4786.88, "word": " عنا", "probability": 0.6304931640625}, {"start": 4786.88, "end": 4787.22, "word": " احنا", "probability": 0.8111979166666666}, {"start": 4787.22, "end": 4788.08, "word": " من", "probability": 0.642578125}, {"start": 4788.08, "end": 4788.24, "word": " حوال", "probability": 0.9410807291666666}, {"start": 4788.24, "end": 4788.5, "word": " 300", "probability": 0.587890625}, {"start": 4788.5, "end": 4789.04, "word": " جمعية", "probability": 0.9613037109375}, {"start": 4789.04, "end": 4789.6, "word": " هي", "probability": 0.7607421875}, {"start": 4789.6, "end": 4789.94, "word": " جمعية", "probability": 0.982177734375}, {"start": 4789.94, "end": 4790.4, "word": " تقدم", "probability": 0.9705403645833334}, {"start": 4790.4, "end": 4790.82, "word": " خدمات", "probability": 0.9864908854166666}, {"start": 4790.82, "end": 4791.24, "word": " فقط", "probability": 0.995849609375}, {"start": 4791.24, "end": 4792.02, "word": " وليست", "probability": 0.7255859375}, {"start": 4792.02, "end": 4793.22, "word": " ربحية", "probability": 0.9886067708333334}, {"start": 4793.22, "end": 4794.52, "word": " تعاونية", "probability": 0.8525390625}, {"start": 4794.52, "end": 4794.92, "word": " تقولنا", "probability": 0.7674153645833334}, {"start": 4794.92, "end": 4795.38, "word": " مجموعة", "probability": 0.89873046875}, {"start": 4795.38, "end": 4795.54, "word": " من", "probability": 0.98291015625}, {"start": 4795.54, "end": 4795.72, "word": " الناس", "probability": 0.96923828125}, {"start": 4795.72, "end": 4796.58, "word": " بكونه", "probability": 0.6769205729166666}, {"start": 4796.58, "end": 4797.0, "word": " جمعية", "probability": 0.9947509765625}, {"start": 4797.0, "end": 4797.2, "word": " زي", "probability": 0.953857421875}, {"start": 4797.2, "end": 4797.5, "word": " جمعية", "probability": 0.9476318359375}, {"start": 4797.5, "end": 4797.82, "word": " حماية", "probability": 0.9772135416666666}, {"start": 4797.82, "end": 4798.26, "word": " المستخدم", "probability": 0.8697509765625}, {"start": 4798.26, "end": 4798.96, "word": " جمعية", "probability": 0.9049072265625}, {"start": 4798.96, "end": 4800.0, "word": " الزراعة", "probability": 0.8302001953125}, {"start": 4800.0, "end": 4800.72, "word": " الاقتصاد", "probability": 0.9058837890625}, {"start": 4800.72, "end": 4801.4, "word": " وهكذا", "probability": 0.73907470703125}, {"start": 4801.4, "end": 4802.9, "word": " لأن", "probability": 0.655029296875}, {"start": 4802.9, "end": 4803.08, "word": " هذه", "probability": 0.7373046875}, {"start": 4803.08, "end": 4803.36, "word": " عبارة", "probability": 0.994140625}, {"start": 4803.36, "end": 4803.54, "word": " عن", "probability": 0.99658203125}, {"start": 4803.54, "end": 4803.86, "word": " أنواع", "probability": 0.9251302083333334}, {"start": 4803.86, "end": 4804.22, "word": " إيش", "probability": 0.6187337239583334}], "temperature": 1.0}, {"id": 172, "seek": 483116, "start": 4805.12, "end": 4831.16, "text": "المنظمات بشكل مختصر لسه طول ما حكينا عن منظمة قلت لكم خدوا بالكم إنها مشتقة من نظام هل ممكن نلاقي منظمة بنغلق على نفسها و تختلطش في الناس و الناس ماختلطوش فيها؟ لأ إذا عندنا المنظمات Open System", "tokens": [45340, 1863, 19913, 2304, 9307, 4724, 8592, 28820, 3714, 46456, 9381, 2288, 5296, 3794, 3224, 23032, 12610, 19446, 11331, 4117, 1829, 8315, 18871, 9154, 19913, 46007, 12174, 1211, 2655, 5296, 24793, 16490, 3215, 14407, 20666, 24793, 36145, 11296, 37893, 2655, 28671, 9154, 8717, 19913, 10943, 8032, 1211, 3714, 43020, 8717, 15040, 38436, 9154, 19913, 46007, 44945, 17082, 1211, 4587, 15844, 8717, 36178, 11296, 4032, 6055, 46456, 1211, 9566, 8592, 8978, 2423, 8315, 3794, 4032, 2423, 8315, 3794, 19446, 46456, 1211, 9566, 2407, 8592, 8978, 11296, 22807, 5296, 10721, 11933, 15730, 43242, 8315, 9673, 1863, 19913, 2304, 9307, 7238, 8910], "avg_logprob": -0.21203124448657035, "compression_ratio": 1.688118811881188, "no_speech_prob": 0.0, "words": [{"start": 4805.12, "end": 4805.9, "word": "المنظمات", "probability": 0.8666015625}, {"start": 4805.9, "end": 4806.38, "word": " بشكل", "probability": 0.97412109375}, {"start": 4806.38, "end": 4807.18, "word": " مختصر", "probability": 0.9815673828125}, {"start": 4807.18, "end": 4811.62, "word": " لسه", "probability": 0.82763671875}, {"start": 4811.62, "end": 4811.86, "word": " طول", "probability": 0.736572265625}, {"start": 4811.86, "end": 4811.98, "word": " ما", "probability": 0.27734375}, {"start": 4811.98, "end": 4812.32, "word": " حكينا", "probability": 0.909423828125}, {"start": 4812.32, "end": 4812.48, "word": " عن", "probability": 0.9755859375}, {"start": 4812.48, "end": 4812.84, "word": " منظمة", "probability": 0.92578125}, {"start": 4812.84, "end": 4813.1, "word": " قلت", "probability": 0.6212158203125}, {"start": 4813.1, "end": 4813.24, "word": " لكم", "probability": 0.389892578125}, {"start": 4813.24, "end": 4813.9, "word": " خدوا", "probability": 0.7571614583333334}, {"start": 4813.9, "end": 4814.18, "word": " بالكم", "probability": 0.779541015625}, {"start": 4814.18, "end": 4814.36, "word": " إنها", "probability": 0.7763671875}, {"start": 4814.36, "end": 4814.8, "word": " مشتقة", "probability": 0.8758138020833334}, {"start": 4814.8, "end": 4814.94, "word": " من", "probability": 0.9931640625}, {"start": 4814.94, "end": 4815.48, "word": " نظام", "probability": 0.9142252604166666}, {"start": 4815.48, "end": 4817.72, "word": " هل", "probability": 0.7080078125}, {"start": 4817.72, "end": 4818.06, "word": " ممكن", "probability": 0.951416015625}, {"start": 4818.06, "end": 4818.5, "word": " نلاقي", "probability": 0.9361979166666666}, {"start": 4818.5, "end": 4819.26, "word": " منظمة", "probability": 0.9873046875}, {"start": 4819.26, "end": 4820.88, "word": " بنغلق", "probability": 0.7967529296875}, {"start": 4820.88, "end": 4821.1, "word": " على", "probability": 0.8681640625}, {"start": 4821.1, "end": 4821.88, "word": " نفسها", "probability": 0.998046875}, {"start": 4821.88, "end": 4824.2, "word": " و", "probability": 0.321044921875}, {"start": 4824.2, "end": 4824.76, "word": " تختلطش", "probability": 0.90751953125}, {"start": 4824.76, "end": 4824.84, "word": " في", "probability": 0.92236328125}, {"start": 4824.84, "end": 4825.06, "word": " الناس", "probability": 0.98828125}, {"start": 4825.06, "end": 4825.14, "word": " و", "probability": 0.673828125}, {"start": 4825.14, "end": 4825.26, "word": " الناس", "probability": 0.9046223958333334}, {"start": 4825.26, "end": 4825.7, "word": " ماختلطوش", "probability": 0.8721516927083334}, {"start": 4825.7, "end": 4826.7, "word": " فيها؟", "probability": 0.8310546875}, {"start": 4826.7, "end": 4827.36, "word": " لأ", "probability": 0.918212890625}, {"start": 4827.36, "end": 4827.86, "word": " إذا", "probability": 0.5797119140625}, {"start": 4827.86, "end": 4828.22, "word": " عندنا", "probability": 0.658203125}, {"start": 4828.22, "end": 4829.06, "word": " المنظمات", "probability": 0.968359375}, {"start": 4829.06, "end": 4829.38, "word": " Open", "probability": 0.426513671875}, {"start": 4829.38, "end": 4831.16, "word": " System", "probability": 0.876953125}], "temperature": 1.0}, {"id": 173, "seek": 486258, "start": 4833.52, "end": 4862.58, "text": "ماذا يعني urban system؟ تؤثر وتتأثر يعني مثلا عندنا يوم 1،1،2020 ميلادي إن شاء الله إجازة هل ينفعني أن أقول في الجامعة لأ؟ نحن نجي ندور؟ مفهوش حسب البيئة بمشي إذا احنا عطلنا يوم 1،1 إذا احنا اتأثرنا ماشي ايضا احنا بنؤثر في المؤسسة بنؤثر في إيش؟ في المجتمع", "tokens": [2304, 45636, 995, 37495, 22653, 9681, 1185, 22807, 6055, 33604, 49115, 34683, 2655, 10721, 49115, 37495, 22653, 50113, 15040, 43242, 8315, 7251, 20498, 502, 12399, 16, 12399, 23095, 3714, 1829, 15040, 16254, 36145, 13412, 16606, 21984, 11933, 7435, 31377, 3660, 8032, 1211, 7251, 1863, 5172, 3615, 22653, 14739, 5551, 39648, 8978, 25724, 10943, 27884, 5296, 10721, 22807, 8717, 5016, 1863, 8717, 7435, 1829, 8717, 3215, 13063, 22807, 3714, 5172, 3224, 2407, 8592, 11331, 35457, 2423, 21292, 19986, 3660, 4724, 2304, 8592, 1829, 11933, 15730, 1975, 5016, 8315, 6225, 9566, 1211, 8315, 7251, 20498, 502, 12399, 16, 11933, 15730, 1975, 5016, 8315, 1975, 2655, 10721, 49115, 8315, 3714, 33599, 1829, 1975, 1829, 11242, 995, 1975, 5016, 8315, 44945, 33604, 49115, 8978, 9673, 33604, 3794, 3794, 3660, 44945, 33604, 49115, 8978, 11933, 1829, 8592, 22807, 8978, 9673, 7435, 39237, 3615], "avg_logprob": -0.2929406479108248, "compression_ratio": 1.7935222672064777, "no_speech_prob": 0.0, "words": [{"start": 4833.52, "end": 4833.88, "word": "ماذا", "probability": 0.742919921875}, {"start": 4833.88, "end": 4834.08, "word": " يعني", "probability": 0.951416015625}, {"start": 4834.08, "end": 4834.68, "word": " urban", "probability": 0.340576171875}, {"start": 4834.68, "end": 4835.14, "word": " system؟", "probability": 0.6041259765625}, {"start": 4835.14, "end": 4836.02, "word": " تؤثر", "probability": 0.9226888020833334}, {"start": 4836.02, "end": 4837.58, "word": " وتتأثر", "probability": 0.905029296875}, {"start": 4837.58, "end": 4839.48, "word": " يعني", "probability": 0.780517578125}, {"start": 4839.48, "end": 4839.72, "word": " مثلا", "probability": 0.798583984375}, {"start": 4839.72, "end": 4839.96, "word": " عندنا", "probability": 0.6473388671875}, {"start": 4839.96, "end": 4840.12, "word": " يوم", "probability": 0.9833984375}, {"start": 4840.12, "end": 4841.5, "word": " 1،1،2020", "probability": 0.525250244140625}, {"start": 4841.5, "end": 4843.18, "word": " ميلادي", "probability": 0.9058837890625}, {"start": 4843.18, "end": 4843.34, "word": " إن", "probability": 0.54638671875}, {"start": 4843.34, "end": 4843.48, "word": " شاء", "probability": 0.9619140625}, {"start": 4843.48, "end": 4843.62, "word": " الله", "probability": 0.96728515625}, {"start": 4843.62, "end": 4844.3, "word": " إجازة", "probability": 0.91357421875}, {"start": 4844.3, "end": 4846.58, "word": " هل", "probability": 0.3641357421875}, {"start": 4846.58, "end": 4846.94, "word": " ينفعني", "probability": 0.78408203125}, {"start": 4846.94, "end": 4847.0, "word": " أن", "probability": 0.58935546875}, {"start": 4847.0, "end": 4847.14, "word": " أقول", "probability": 0.85400390625}, {"start": 4847.14, "end": 4847.22, "word": " في", "probability": 0.943359375}, {"start": 4847.22, "end": 4847.44, "word": " الجامعة", "probability": 0.9925130208333334}, {"start": 4847.44, "end": 4847.82, "word": " لأ؟", "probability": 0.6123046875}, {"start": 4847.82, "end": 4848.08, "word": " نحن", "probability": 0.5027669270833334}, {"start": 4848.08, "end": 4848.36, "word": " نجي", "probability": 0.525634765625}, {"start": 4848.36, "end": 4849.32, "word": " ندور؟", "probability": 0.60888671875}, {"start": 4849.32, "end": 4849.78, "word": " مفهوش", "probability": 0.604736328125}, {"start": 4849.78, "end": 4851.5, "word": " حسب", "probability": 0.9072265625}, {"start": 4851.5, "end": 4851.94, "word": " البيئة", "probability": 0.9647216796875}, {"start": 4851.94, "end": 4852.28, "word": " بمشي", "probability": 0.8822021484375}, {"start": 4852.28, "end": 4852.42, "word": " إذا", "probability": 0.93017578125}, {"start": 4852.42, "end": 4852.64, "word": " احنا", "probability": 0.6161295572916666}, {"start": 4852.64, "end": 4853.1, "word": " عطلنا", "probability": 0.8009033203125}, {"start": 4853.1, "end": 4853.24, "word": " يوم", "probability": 0.98583984375}, {"start": 4853.24, "end": 4853.96, "word": " 1،1", "probability": 0.9541015625}, {"start": 4853.96, "end": 4854.66, "word": " إذا", "probability": 0.6787109375}, {"start": 4854.66, "end": 4854.84, "word": " احنا", "probability": 0.8116861979166666}, {"start": 4854.84, "end": 4855.9, "word": " اتأثرنا", "probability": 0.8556640625}, {"start": 4855.9, "end": 4857.6, "word": " ماشي", "probability": 0.8688151041666666}, {"start": 4857.6, "end": 4859.74, "word": " ايضا", "probability": 0.8035888671875}, {"start": 4859.74, "end": 4859.96, "word": " احنا", "probability": 0.8388671875}, {"start": 4859.96, "end": 4860.42, "word": " بنؤثر", "probability": 0.8072916666666666}, {"start": 4860.42, "end": 4860.54, "word": " في", "probability": 0.984375}, {"start": 4860.54, "end": 4861.06, "word": " المؤسسة", "probability": 0.90341796875}, {"start": 4861.06, "end": 4861.5, "word": " بنؤثر", "probability": 0.88134765625}, {"start": 4861.5, "end": 4861.7, "word": " في", "probability": 0.97705078125}, {"start": 4861.7, "end": 4862.0, "word": " إيش؟", "probability": 0.791015625}, {"start": 4862.0, "end": 4862.08, "word": " في", "probability": 0.966796875}, {"start": 4862.08, "end": 4862.58, "word": " المجتمع", "probability": 0.992431640625}], "temperature": 1.0}, {"id": 174, "seek": 488662, "start": 4863.46, "end": 4886.62, "text": "كيف لما ناخد موظفين لما نقدم خدمات ومنتجات إذا جميع المؤسسات مؤسسات open system شو معناك less closed system الجوال هذا شايفه من الخارج لكن من الداخل شايف حاجة طب هو بيحس أنه فيه هوا", "tokens": [4117, 33911, 5296, 15042, 8717, 47283, 3215, 3714, 2407, 19913, 5172, 9957, 5296, 15042, 8717, 28543, 2304, 16490, 40448, 9307, 4032, 27842, 2655, 7435, 9307, 11933, 15730, 10874, 2304, 40228, 9673, 33604, 3794, 3794, 9307, 3714, 33604, 3794, 3794, 9307, 1269, 1185, 13412, 2407, 20449, 8315, 4117, 1570, 5395, 1185, 25724, 2407, 6027, 23758, 13412, 995, 33911, 3224, 9154, 33962, 9640, 7435, 44381, 9154, 32748, 47283, 1211, 13412, 995, 33911, 11331, 26108, 3660, 23032, 3555, 31439, 4724, 1829, 5016, 3794, 14739, 3224, 8978, 3224, 8032, 14407], "avg_logprob": -0.18552442905546604, "compression_ratio": 1.6149732620320856, "no_speech_prob": 0.0, "words": [{"start": 4863.46, "end": 4863.82, "word": "كيف", "probability": 0.95068359375}, {"start": 4863.82, "end": 4864.02, "word": " لما", "probability": 0.797607421875}, {"start": 4864.02, "end": 4864.32, "word": " ناخد", "probability": 0.8995768229166666}, {"start": 4864.32, "end": 4864.98, "word": " موظفين", "probability": 0.98232421875}, {"start": 4864.98, "end": 4867.04, "word": " لما", "probability": 0.734130859375}, {"start": 4867.04, "end": 4867.44, "word": " نقدم", "probability": 0.9430338541666666}, {"start": 4867.44, "end": 4868.08, "word": " خدمات", "probability": 0.9720052083333334}, {"start": 4868.08, "end": 4869.88, "word": " ومنتجات", "probability": 0.83984375}, {"start": 4869.88, "end": 4871.18, "word": " إذا", "probability": 0.55615234375}, {"start": 4871.18, "end": 4871.54, "word": " جميع", "probability": 0.95654296875}, {"start": 4871.54, "end": 4872.46, "word": " المؤسسات", "probability": 0.99140625}, {"start": 4872.46, "end": 4874.16, "word": " مؤسسات", "probability": 0.974609375}, {"start": 4874.16, "end": 4874.68, "word": " open", "probability": 0.69140625}, {"start": 4874.68, "end": 4875.4, "word": " system", "probability": 0.90283203125}, {"start": 4875.4, "end": 4876.86, "word": " شو", "probability": 0.7158203125}, {"start": 4876.86, "end": 4877.18, "word": " معناك", "probability": 0.6298828125}, {"start": 4877.18, "end": 4877.44, "word": " less", "probability": 0.72802734375}, {"start": 4877.44, "end": 4877.9, "word": " closed", "probability": 0.56201171875}, {"start": 4877.9, "end": 4878.5, "word": " system", "probability": 0.9775390625}, {"start": 4878.5, "end": 4881.34, "word": " الجوال", "probability": 0.7936197916666666}, {"start": 4881.34, "end": 4881.54, "word": " هذا", "probability": 0.76171875}, {"start": 4881.54, "end": 4881.96, "word": " شايفه", "probability": 0.8553466796875}, {"start": 4881.96, "end": 4882.08, "word": " من", "probability": 0.475830078125}, {"start": 4882.08, "end": 4882.6, "word": " الخارج", "probability": 0.98828125}, {"start": 4882.6, "end": 4882.8, "word": " لكن", "probability": 0.787109375}, {"start": 4882.8, "end": 4882.94, "word": " من", "probability": 0.97119140625}, {"start": 4882.94, "end": 4883.16, "word": " الداخل", "probability": 0.98388671875}, {"start": 4883.16, "end": 4883.36, "word": " شايف", "probability": 0.9845377604166666}, {"start": 4883.36, "end": 4884.64, "word": " حاجة", "probability": 0.8670247395833334}, {"start": 4884.64, "end": 4885.72, "word": " طب", "probability": 0.6114501953125}, {"start": 4885.72, "end": 4885.82, "word": " هو", "probability": 0.94775390625}, {"start": 4885.82, "end": 4886.1, "word": " بيحس", "probability": 0.9547119140625}, {"start": 4886.1, "end": 4886.26, "word": " أنه", "probability": 0.6622314453125}, {"start": 4886.26, "end": 4886.42, "word": " فيه", "probability": 0.871826171875}, {"start": 4886.42, "end": 4886.62, "word": " هوا", "probability": 0.629150390625}], "temperature": 1.0}, {"id": 175, "seek": 491714, "start": 4887.67, "end": 4917.15, "text": "الـ closed system مش موجود مافيش حاجة اسمها ان انت تقعد في صندوق و تسكري عن نفسك الا تتأثر اذا ال open system جميع منظماتنا open system تؤثر و تتأثر بإيش؟ بالبيئة النظام المفتوح عبارة عن عدة أجزاء تتفاعل مع بعضها البعض قلنا عن إجازة الموظفين و الطلاب مش راح ييجوا أبواب الجامعة هتغلق خلاص", "tokens": [6027, 39184, 5395, 1185, 37893, 3714, 29245, 23328, 19446, 41185, 8592, 11331, 26108, 3660, 24525, 2304, 11296, 16472, 16472, 2655, 6055, 4587, 22488, 8978, 20328, 41260, 30543, 4032, 6055, 3794, 4117, 16572, 18871, 8717, 36178, 4117, 42963, 6055, 2655, 10721, 49115, 1975, 15730, 2423, 1269, 1185, 10874, 2304, 40228, 9154, 19913, 2304, 9307, 8315, 1269, 1185, 6055, 33604, 49115, 4032, 6055, 2655, 10721, 49115, 4724, 28814, 1829, 8592, 22807, 20666, 21292, 19986, 3660, 28239, 19913, 10943, 9673, 5172, 2655, 2407, 5016, 6225, 3555, 9640, 3660, 18871, 6225, 41891, 5551, 7435, 11622, 16606, 6055, 2655, 5172, 995, 30241, 20449, 45030, 11242, 11296, 29739, 3615, 11242, 12174, 1211, 8315, 18871, 11933, 7435, 31377, 3660, 9673, 2407, 19913, 5172, 9957, 4032, 41950, 15040, 3555, 37893, 12602, 39319, 7251, 1829, 7435, 14407, 5551, 3555, 14407, 3555, 25724, 10943, 27884, 8032, 2655, 17082, 1211, 4587, 16490, 1211, 33546], "avg_logprob": -0.17730035229275623, "compression_ratio": 1.75, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 4887.67, "end": 4888.17, "word": "الـ", "probability": 0.719970703125}, {"start": 4888.17, "end": 4888.47, "word": " closed", "probability": 0.451416015625}, {"start": 4888.47, "end": 4888.83, "word": " system", "probability": 0.9521484375}, {"start": 4888.83, "end": 4889.03, "word": " مش", "probability": 0.8154296875}, {"start": 4889.03, "end": 4889.55, "word": " موجود", "probability": 0.98876953125}, {"start": 4889.55, "end": 4890.13, "word": " مافيش", "probability": 0.807373046875}, {"start": 4890.13, "end": 4890.33, "word": " حاجة", "probability": 0.9908854166666666}, {"start": 4890.33, "end": 4890.89, "word": " اسمها", "probability": 0.8937174479166666}, {"start": 4890.89, "end": 4891.51, "word": " ان", "probability": 0.439453125}, {"start": 4891.51, "end": 4891.73, "word": " انت", "probability": 0.800048828125}, {"start": 4891.73, "end": 4891.99, "word": " تقعد", "probability": 0.9436848958333334}, {"start": 4891.99, "end": 4892.11, "word": " في", "probability": 0.8017578125}, {"start": 4892.11, "end": 4892.45, "word": " صندوق", "probability": 0.9558919270833334}, {"start": 4892.45, "end": 4892.59, "word": " و", "probability": 0.70068359375}, {"start": 4892.59, "end": 4892.87, "word": " تسكري", "probability": 0.5361328125}, {"start": 4892.87, "end": 4893.03, "word": " عن", "probability": 0.56787109375}, {"start": 4893.03, "end": 4893.49, "word": " نفسك", "probability": 0.9970703125}, {"start": 4893.49, "end": 4894.11, "word": " الا", "probability": 0.360107421875}, {"start": 4894.11, "end": 4894.79, "word": " تتأثر", "probability": 0.8765869140625}, {"start": 4894.79, "end": 4895.69, "word": " اذا", "probability": 0.511138916015625}, {"start": 4895.69, "end": 4895.85, "word": " ال", "probability": 0.91552734375}, {"start": 4895.85, "end": 4896.09, "word": " open", "probability": 0.6396484375}, {"start": 4896.09, "end": 4896.71, "word": " system", "probability": 0.9462890625}, {"start": 4896.71, "end": 4897.53, "word": " جميع", "probability": 0.9638671875}, {"start": 4897.53, "end": 4898.37, "word": " منظماتنا", "probability": 0.96435546875}, {"start": 4898.37, "end": 4898.63, "word": " open", "probability": 0.697265625}, {"start": 4898.63, "end": 4899.19, "word": " system", "probability": 0.9638671875}, {"start": 4899.19, "end": 4900.61, "word": " تؤثر", "probability": 0.9710286458333334}, {"start": 4900.61, "end": 4900.73, "word": " و", "probability": 0.69384765625}, {"start": 4900.73, "end": 4901.23, "word": " تتأثر", "probability": 0.875244140625}, {"start": 4901.23, "end": 4902.09, "word": " بإيش؟", "probability": 0.679638671875}, {"start": 4902.09, "end": 4902.71, "word": " بالبيئة", "probability": 0.9808349609375}, {"start": 4902.71, "end": 4903.95, "word": " النظام", "probability": 0.9215494791666666}, {"start": 4903.95, "end": 4904.63, "word": " المفتوح", "probability": 0.9962890625}, {"start": 4904.63, "end": 4906.69, "word": " عبارة", "probability": 0.994384765625}, {"start": 4906.69, "end": 4906.85, "word": " عن", "probability": 0.98974609375}, {"start": 4906.85, "end": 4907.05, "word": " عدة", "probability": 0.97802734375}, {"start": 4907.05, "end": 4907.53, "word": " أجزاء", "probability": 0.8890380859375}, {"start": 4907.53, "end": 4908.07, "word": " تتفاعل", "probability": 0.97744140625}, {"start": 4908.07, "end": 4908.25, "word": " مع", "probability": 0.9912109375}, {"start": 4908.25, "end": 4908.65, "word": " بعضها", "probability": 0.9973958333333334}, {"start": 4908.65, "end": 4909.13, "word": " البعض", "probability": 0.9169921875}, {"start": 4909.13, "end": 4912.45, "word": " قلنا", "probability": 0.8028971354166666}, {"start": 4912.45, "end": 4912.61, "word": " عن", "probability": 0.6064453125}, {"start": 4912.61, "end": 4913.17, "word": " إجازة", "probability": 0.8980712890625}, {"start": 4913.17, "end": 4914.05, "word": " الموظفين", "probability": 0.91572265625}, {"start": 4914.05, "end": 4914.15, "word": " و", "probability": 0.916015625}, {"start": 4914.15, "end": 4914.41, "word": " الطلاب", "probability": 0.9274088541666666}, {"start": 4914.41, "end": 4914.55, "word": " مش", "probability": 0.88671875}, {"start": 4914.55, "end": 4914.73, "word": " راح", "probability": 0.7412109375}, {"start": 4914.73, "end": 4915.03, "word": " ييجوا", "probability": 0.9029541015625}, {"start": 4915.03, "end": 4915.75, "word": " أبواب", "probability": 0.875244140625}, {"start": 4915.75, "end": 4916.19, "word": " الجامعة", "probability": 0.9609375}, {"start": 4916.19, "end": 4916.75, "word": " هتغلق", "probability": 0.8100830078125}, {"start": 4916.75, "end": 4917.15, "word": " خلاص", "probability": 0.8038736979166666}], "temperature": 1.0}, {"id": 176, "seek": 494838, "start": 4920.54, "end": 4948.38, "text": "إذن النظام عبارة عن كيان متكوّم من عدة أجزاء تتفاعل مع بعضها البعض ونحول المدخلات إلى إيش إلى مخرجات زي ما توحكينا الآن الموظفين من وين بنجيبهم؟ من المجتمع بيشتغلوا بقدموا خدمات وإيش ومنتجات إذن ببساطة يا أخوات النظام المفتوح هو النظام اللي يؤثر ويتأثر بالبيئة المحيطة جالوا أضرب خلاص أضرب", "tokens": [28814, 8848, 1863, 28239, 19913, 10943, 6225, 3555, 9640, 3660, 18871, 9122, 1829, 7649, 44650, 4117, 2407, 11703, 2304, 9154, 6225, 41891, 5551, 7435, 11622, 16606, 6055, 2655, 5172, 995, 30241, 20449, 45030, 11242, 11296, 29739, 3615, 11242, 4032, 1863, 5016, 12610, 9673, 3215, 9778, 1211, 9307, 30731, 11933, 1829, 8592, 30731, 3714, 34740, 7435, 9307, 30767, 1829, 19446, 33427, 5016, 4117, 1829, 8315, 6024, 48506, 9673, 2407, 19913, 5172, 9957, 9154, 4032, 9957, 44945, 7435, 1829, 3555, 16095, 22807, 9154, 9673, 7435, 39237, 3615, 4724, 1829, 8592, 2655, 17082, 1211, 14407, 4724, 28543, 2304, 14407, 16490, 40448, 9307, 4032, 28814, 1829, 8592, 4032, 27842, 2655, 7435, 9307, 11933, 8848, 1863, 4724, 3555, 3794, 41193, 3660, 35186, 5551, 9778, 2407, 9307, 28239, 19913, 10943, 9673, 5172, 2655, 2407, 5016, 31439, 28239, 19913, 10943, 13672, 1829, 7251, 33604, 49115, 4032, 36081, 10721, 49115, 20666, 21292, 19986, 3660, 9673, 5016, 1829, 9566, 3660, 10874, 6027, 14407, 5551, 11242, 25513, 16490, 1211, 33546, 5551, 11242, 25513], "avg_logprob": -0.1605373477426971, "compression_ratio": 1.9411764705882353, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 4920.54, "end": 4921.42, "word": "إذن", "probability": 0.7224934895833334}, {"start": 4921.42, "end": 4922.3, "word": " النظام", "probability": 0.9158528645833334}, {"start": 4922.3, "end": 4922.68, "word": " عبارة", "probability": 0.992431640625}, {"start": 4922.68, "end": 4922.86, "word": " عن", "probability": 0.99755859375}, {"start": 4922.86, "end": 4923.16, "word": " كيان", "probability": 0.9671223958333334}, {"start": 4923.16, "end": 4923.6, "word": " متكوّم", "probability": 0.78583984375}, {"start": 4923.6, "end": 4923.74, "word": " من", "probability": 0.9501953125}, {"start": 4923.74, "end": 4923.98, "word": " عدة", "probability": 0.967041015625}, {"start": 4923.98, "end": 4924.38, "word": " أجزاء", "probability": 0.90380859375}, {"start": 4924.38, "end": 4924.82, "word": " تتفاعل", "probability": 0.83056640625}, {"start": 4924.82, "end": 4924.96, "word": " مع", "probability": 0.9775390625}, {"start": 4924.96, "end": 4925.28, "word": " بعضها", "probability": 0.9970703125}, {"start": 4925.28, "end": 4925.58, "word": " البعض", "probability": 0.9498697916666666}, {"start": 4925.58, "end": 4925.98, "word": " ونحول", "probability": 0.64111328125}, {"start": 4925.98, "end": 4926.52, "word": " المدخلات", "probability": 0.97080078125}, {"start": 4926.52, "end": 4926.7, "word": " إلى", "probability": 0.71240234375}, {"start": 4926.7, "end": 4927.02, "word": " إيش", "probability": 0.6458333333333334}, {"start": 4927.02, "end": 4927.44, "word": " إلى", "probability": 0.29736328125}, {"start": 4927.44, "end": 4927.94, "word": " مخرجات", "probability": 0.884765625}, {"start": 4927.94, "end": 4928.72, "word": " زي", "probability": 0.806884765625}, {"start": 4928.72, "end": 4928.82, "word": " ما", "probability": 0.96044921875}, {"start": 4928.82, "end": 4929.48, "word": " توحكينا", "probability": 0.6919677734375}, {"start": 4929.48, "end": 4930.94, "word": " الآن", "probability": 0.6392822265625}, {"start": 4930.94, "end": 4931.8, "word": " الموظفين", "probability": 0.96767578125}, {"start": 4931.8, "end": 4932.48, "word": " من", "probability": 0.87841796875}, {"start": 4932.48, "end": 4932.68, "word": " وين", "probability": 0.7939453125}, {"start": 4932.68, "end": 4933.54, "word": " بنجيبهم؟", "probability": 0.8934733072916666}, {"start": 4933.54, "end": 4933.64, "word": " من", "probability": 0.96533203125}, {"start": 4933.64, "end": 4934.22, "word": " المجتمع", "probability": 0.992431640625}, {"start": 4934.22, "end": 4936.32, "word": " بيشتغلوا", "probability": 0.9621233258928571}, {"start": 4936.32, "end": 4936.84, "word": " بقدموا", "probability": 0.81439208984375}, {"start": 4936.84, "end": 4937.38, "word": " خدمات", "probability": 0.9651692708333334}, {"start": 4937.38, "end": 4937.84, "word": " وإيش", "probability": 0.900146484375}, {"start": 4937.84, "end": 4938.74, "word": " ومنتجات", "probability": 0.92705078125}, {"start": 4938.74, "end": 4939.34, "word": " إذن", "probability": 0.87646484375}, {"start": 4939.34, "end": 4939.84, "word": " ببساطة", "probability": 0.88974609375}, {"start": 4939.84, "end": 4939.98, "word": " يا", "probability": 0.9560546875}, {"start": 4939.98, "end": 4940.22, "word": " أخوات", "probability": 0.8092041015625}, {"start": 4940.22, "end": 4940.62, "word": " النظام", "probability": 0.9524739583333334}, {"start": 4940.62, "end": 4941.24, "word": " المفتوح", "probability": 0.996484375}, {"start": 4941.24, "end": 4941.72, "word": " هو", "probability": 0.986328125}, {"start": 4941.72, "end": 4942.12, "word": " النظام", "probability": 0.9775390625}, {"start": 4942.12, "end": 4942.32, "word": " اللي", "probability": 0.670166015625}, {"start": 4942.32, "end": 4942.82, "word": " يؤثر", "probability": 0.9679361979166666}, {"start": 4942.82, "end": 4943.36, "word": " ويتأثر", "probability": 0.9075927734375}, {"start": 4943.36, "end": 4944.02, "word": " بالبيئة", "probability": 0.980712890625}, {"start": 4944.02, "end": 4945.4, "word": " المحيطة", "probability": 0.99609375}, {"start": 4945.4, "end": 4947.34, "word": " جالوا", "probability": 0.756591796875}, {"start": 4947.34, "end": 4947.68, "word": " أضرب", "probability": 0.6839192708333334}, {"start": 4947.68, "end": 4948.02, "word": " خلاص", "probability": 0.7840983072916666}, {"start": 4948.02, "end": 4948.38, "word": " أضرب", "probability": 0.9708658854166666}], "temperature": 1.0}, {"id": 177, "seek": 497710, "start": 4950.01, "end": 4977.11, "text": "دوام خلاص دوام نطلعش عن القاعدة، واضح؟ أما أن الشكل بيوضح شو معناه البيئة أو شو معناه النظام المفتوح بالمهم نبدأ من اليمين و لا من الشمال؟ يمينكوا ولا شمالكوا؟ صلاة النبي أه طب بتبدأوا شجلاب طول آية أه مش شايفين؟", "tokens": [3215, 2407, 10943, 16490, 1211, 33546, 11778, 2407, 10943, 8717, 9566, 1211, 3615, 8592, 18871, 25062, 995, 22488, 3660, 12399, 4032, 46958, 5016, 22807, 5551, 15042, 14739, 25124, 28820, 4724, 1829, 2407, 11242, 5016, 13412, 2407, 20449, 8315, 3224, 2423, 21292, 19986, 3660, 34051, 13412, 2407, 20449, 8315, 3224, 28239, 19913, 10943, 9673, 5172, 2655, 2407, 5016, 20666, 2304, 16095, 8717, 44510, 10721, 9154, 2423, 32640, 9957, 4032, 20193, 9154, 25124, 2304, 6027, 22807, 7251, 2304, 9957, 4117, 14407, 49429, 13412, 2304, 6027, 4117, 14407, 22807, 20328, 15040, 3660, 28239, 21292, 5551, 3224, 23032, 3555, 39894, 44510, 10721, 14407, 13412, 7435, 1211, 16758, 23032, 12610, 19753, 10632, 5551, 3224, 37893, 13412, 995, 33911, 9957, 22807], "avg_logprob": -0.24286099035164405, "compression_ratio": 1.9393939393939394, "no_speech_prob": 0.0, "words": [{"start": 4950.01, "end": 4950.43, "word": "دوام", "probability": 0.6284993489583334}, {"start": 4950.43, "end": 4950.73, "word": " خلاص", "probability": 0.8728841145833334}, {"start": 4950.73, "end": 4950.99, "word": " دوام", "probability": 0.9326171875}, {"start": 4950.99, "end": 4952.35, "word": " نطلعش", "probability": 0.798583984375}, {"start": 4952.35, "end": 4952.47, "word": " عن", "probability": 0.8974609375}, {"start": 4952.47, "end": 4953.45, "word": " القاعدة،", "probability": 0.81953125}, {"start": 4953.45, "end": 4954.89, "word": " واضح؟", "probability": 0.75653076171875}, {"start": 4954.89, "end": 4955.19, "word": " أما", "probability": 0.80126953125}, {"start": 4955.19, "end": 4955.41, "word": " أن", "probability": 0.48779296875}, {"start": 4955.41, "end": 4956.21, "word": " الشكل", "probability": 0.864501953125}, {"start": 4956.21, "end": 4956.83, "word": " بيوضح", "probability": 0.91064453125}, {"start": 4956.83, "end": 4956.99, "word": " شو", "probability": 0.92626953125}, {"start": 4956.99, "end": 4957.21, "word": " معناه", "probability": 0.78857421875}, {"start": 4957.21, "end": 4957.63, "word": " البيئة", "probability": 0.956787109375}, {"start": 4957.63, "end": 4957.85, "word": " أو", "probability": 0.9169921875}, {"start": 4957.85, "end": 4958.03, "word": " شو", "probability": 0.938232421875}, {"start": 4958.03, "end": 4958.33, "word": " معناه", "probability": 0.9837239583333334}, {"start": 4958.33, "end": 4958.77, "word": " النظام", "probability": 0.9853515625}, {"start": 4958.77, "end": 4959.45, "word": " المفتوح", "probability": 0.99384765625}, {"start": 4959.45, "end": 4960.55, "word": " بالمهم", "probability": 0.31890869140625}, {"start": 4960.55, "end": 4960.77, "word": " نبدأ", "probability": 0.9549153645833334}, {"start": 4960.77, "end": 4960.85, "word": " من", "probability": 0.98681640625}, {"start": 4960.85, "end": 4961.03, "word": " اليمين", "probability": 0.7923177083333334}, {"start": 4961.03, "end": 4961.13, "word": " و", "probability": 0.51953125}, {"start": 4961.13, "end": 4961.17, "word": " لا", "probability": 0.92822265625}, {"start": 4961.17, "end": 4961.29, "word": " من", "probability": 0.82958984375}, {"start": 4961.29, "end": 4963.29, "word": " الشمال؟", "probability": 0.8433837890625}, {"start": 4963.29, "end": 4963.91, "word": " يمينكوا", "probability": 0.87255859375}, {"start": 4963.91, "end": 4963.97, "word": " ولا", "probability": 0.62109375}, {"start": 4963.97, "end": 4966.99, "word": " شمالكوا؟", "probability": 0.9720865885416666}, {"start": 4966.99, "end": 4967.45, "word": " صلاة", "probability": 0.7701822916666666}, {"start": 4967.45, "end": 4968.75, "word": " النبي", "probability": 0.948486328125}, {"start": 4968.75, "end": 4972.41, "word": " أه", "probability": 0.56695556640625}, {"start": 4972.41, "end": 4972.55, "word": " طب", "probability": 0.683349609375}, {"start": 4972.55, "end": 4973.25, "word": " بتبدأوا", "probability": 0.83135986328125}, {"start": 4973.25, "end": 4974.25, "word": " شجلاب", "probability": 0.543548583984375}, {"start": 4974.25, "end": 4974.41, "word": " طول", "probability": 0.779296875}, {"start": 4974.41, "end": 4974.73, "word": " آية", "probability": 0.8388671875}, {"start": 4974.73, "end": 4975.21, "word": " أه", "probability": 0.731201171875}, {"start": 4975.21, "end": 4976.57, "word": " مش", "probability": 0.58349609375}, {"start": 4976.57, "end": 4977.11, "word": " شايفين؟", "probability": 0.98427734375}], "temperature": 1.0}, {"id": 178, "seek": 500741, "start": 4980.05, "end": 5007.41, "text": "لأ أنا أسأل من أين نقطة الانطلاقة في الرسم بالمدخلات اللي عندى مدخلات عمليات مخرجات يعني إنتي بدك تعمل جاتو مابتقولش تفضل جاتو تروح تشتري مرات الخام تعمل العجينة و تحطيها في الفرن بطلع جاتو مش العكس ال 6Ms ده و شرحناهم بصير عليهم شغل بتحول المدخلات لإيش لمخرجات ما هي المخرجات", "tokens": [1211, 10721, 41850, 5551, 3794, 10721, 1211, 9154, 5551, 9957, 8717, 47432, 3660, 2423, 7649, 9566, 15040, 28671, 8978, 34892, 38251, 20666, 2304, 3215, 9778, 1211, 9307, 13672, 1829, 43242, 7578, 3714, 3215, 9778, 1211, 9307, 6225, 2304, 20292, 9307, 3714, 34740, 7435, 9307, 37495, 22653, 11933, 29399, 1829, 47525, 4117, 6055, 25957, 1211, 10874, 9307, 2407, 3714, 16758, 2655, 39648, 8592, 6055, 5172, 11242, 1211, 10874, 9307, 2407, 6055, 32887, 5016, 6055, 8592, 2655, 16572, 3714, 2288, 9307, 33962, 10943, 6055, 25957, 1211, 18863, 7435, 9957, 3660, 4032, 6055, 5016, 9566, 1829, 11296, 8978, 27188, 2288, 1863, 4724, 9566, 1211, 3615, 10874, 9307, 2407, 37893, 18863, 4117, 3794, 2423, 1386, 26386, 11778, 3224, 4032, 13412, 2288, 5016, 8315, 16095, 4724, 9381, 13546, 25894, 16095, 13412, 17082, 1211, 39894, 5016, 12610, 9673, 3215, 9778, 1211, 9307, 5296, 28814, 1829, 8592, 32767, 34740, 7435, 9307, 19446, 39896, 9673, 34740, 7435, 9307], "avg_logprob": -0.2448261622956257, "compression_ratio": 2.016194331983806, "no_speech_prob": 0.0, "words": [{"start": 4980.05, "end": 4980.35, "word": "لأ", "probability": 0.6279296875}, {"start": 4980.35, "end": 4980.45, "word": " أنا", "probability": 0.58837890625}, {"start": 4980.45, "end": 4980.77, "word": " أسأل", "probability": 0.890869140625}, {"start": 4980.77, "end": 4980.95, "word": " من", "probability": 0.269287109375}, {"start": 4980.95, "end": 4981.07, "word": " أين", "probability": 0.7841796875}, {"start": 4981.07, "end": 4981.37, "word": " نقطة", "probability": 0.96142578125}, {"start": 4981.37, "end": 4981.83, "word": " الانطلاقة", "probability": 0.704736328125}, {"start": 4981.83, "end": 4981.99, "word": " في", "probability": 0.8837890625}, {"start": 4981.99, "end": 4982.37, "word": " الرسم", "probability": 0.978515625}, {"start": 4982.37, "end": 4983.49, "word": " بالمدخلات", "probability": 0.8565266927083334}, {"start": 4983.49, "end": 4983.67, "word": " اللي", "probability": 0.589599609375}, {"start": 4983.67, "end": 4984.03, "word": " عندى", "probability": 0.627197265625}, {"start": 4984.03, "end": 4985.33, "word": " مدخلات", "probability": 0.908203125}, {"start": 4985.33, "end": 4987.21, "word": " عمليات", "probability": 0.8822021484375}, {"start": 4987.21, "end": 4988.81, "word": " مخرجات", "probability": 0.9849853515625}, {"start": 4988.81, "end": 4991.21, "word": " يعني", "probability": 0.86376953125}, {"start": 4991.21, "end": 4991.47, "word": " إنتي", "probability": 0.5862630208333334}, {"start": 4991.47, "end": 4991.67, "word": " بدك", "probability": 0.77734375}, {"start": 4991.67, "end": 4991.97, "word": " تعمل", "probability": 0.9596354166666666}, {"start": 4991.97, "end": 4992.35, "word": " جاتو", "probability": 0.7345377604166666}, {"start": 4992.35, "end": 4992.77, "word": " مابتقولش", "probability": 0.605810546875}, {"start": 4992.77, "end": 4993.07, "word": " تفضل", "probability": 0.9107666015625}, {"start": 4993.07, "end": 4993.45, "word": " جاتو", "probability": 0.9755859375}, {"start": 4993.45, "end": 4993.99, "word": " تروح", "probability": 0.689697265625}, {"start": 4993.99, "end": 4994.29, "word": " تشتري", "probability": 0.9654541015625}, {"start": 4994.29, "end": 4994.55, "word": " مرات", "probability": 0.5675048828125}, {"start": 4994.55, "end": 4994.89, "word": " الخام", "probability": 0.753662109375}, {"start": 4994.89, "end": 4996.15, "word": " تعمل", "probability": 0.8780924479166666}, {"start": 4996.15, "end": 4996.55, "word": " العجينة", "probability": 0.828857421875}, {"start": 4996.55, "end": 4996.61, "word": " و", "probability": 0.40771484375}, {"start": 4996.61, "end": 4996.93, "word": " تحطيها", "probability": 0.761328125}, {"start": 4996.93, "end": 4997.01, "word": " في", "probability": 0.90234375}, {"start": 4997.01, "end": 4997.19, "word": " الفرن", "probability": 0.9226888020833334}, {"start": 4997.19, "end": 4997.45, "word": " بطلع", "probability": 0.7862548828125}, {"start": 4997.45, "end": 4997.73, "word": " جاتو", "probability": 0.97509765625}, {"start": 4997.73, "end": 4998.17, "word": " مش", "probability": 0.908203125}, {"start": 4998.17, "end": 4998.71, "word": " العكس", "probability": 0.9835611979166666}, {"start": 4998.71, "end": 4999.97, "word": " ال", "probability": 0.876953125}, {"start": 4999.97, "end": 5000.41, "word": " 6Ms", "probability": 0.4222412109375}, {"start": 5000.41, "end": 5000.67, "word": " ده", "probability": 0.52899169921875}, {"start": 5000.67, "end": 5000.71, "word": " و", "probability": 0.7294921875}, {"start": 5000.71, "end": 5001.37, "word": " شرحناهم", "probability": 0.86240234375}, {"start": 5001.37, "end": 5003.43, "word": " بصير", "probability": 0.91650390625}, {"start": 5003.43, "end": 5003.73, "word": " عليهم", "probability": 0.98193359375}, {"start": 5003.73, "end": 5004.19, "word": " شغل", "probability": 0.9921875}, {"start": 5004.19, "end": 5005.01, "word": " بتحول", "probability": 0.884765625}, {"start": 5005.01, "end": 5005.43, "word": " المدخلات", "probability": 0.903515625}, {"start": 5005.43, "end": 5005.85, "word": " لإيش", "probability": 0.8624267578125}, {"start": 5005.85, "end": 5006.55, "word": " لمخرجات", "probability": 0.84716796875}, {"start": 5006.55, "end": 5006.71, "word": " ما", "probability": 0.64697265625}, {"start": 5006.71, "end": 5006.79, "word": " هي", "probability": 0.810546875}, {"start": 5006.79, "end": 5007.41, "word": " المخرجات", "probability": 0.9847412109375}], "temperature": 1.0}, {"id": 179, "seek": 503617, "start": 5009.33, "end": 5036.17, "text": "إما السلاع ليه ال product زي هذه جلم مسكافي ليه حاجة ملموسة يعني ماشي أو خدمة زي التعليم العلاج ليه الصحة ماشي الصلاة هذه كلها خدمات أو معذفة تخت علم أو معلومات معينة طبعا هنا ممكن تكون المعلومات تأليف مثلا ticket بشعر قصة ممكن تكون إيش مخرجة", "tokens": [28814, 15042, 21136, 15040, 3615, 32239, 3224, 2423, 1674, 30767, 1829, 29538, 10874, 19528, 47524, 4117, 31845, 1829, 32239, 3224, 11331, 26108, 3660, 3714, 19528, 41779, 3660, 37495, 22653, 3714, 33599, 1829, 34051, 16490, 40448, 3660, 30767, 1829, 16712, 3615, 20292, 2304, 18863, 1211, 26108, 32239, 3224, 31767, 5016, 3660, 3714, 33599, 1829, 31767, 15040, 3660, 29538, 28242, 11296, 16490, 40448, 9307, 34051, 20449, 8848, 5172, 3660, 6055, 46456, 11203, 2304, 34051, 20449, 1211, 20498, 9307, 20449, 9957, 3660, 23032, 3555, 3615, 995, 34105, 3714, 43020, 6055, 30544, 9673, 30241, 20498, 9307, 6055, 10721, 20292, 5172, 50113, 15040, 10550, 4724, 8592, 3615, 2288, 12174, 9381, 3660, 3714, 43020, 6055, 30544, 11933, 1829, 8592, 3714, 34740, 7435, 3660], "avg_logprob": -0.20206567885006887, "compression_ratio": 1.8558951965065502, "no_speech_prob": 0.0, "words": [{"start": 5009.33, "end": 5009.67, "word": "إما", "probability": 0.6092529296875}, {"start": 5009.67, "end": 5010.17, "word": " السلاع", "probability": 0.4171549479166667}, {"start": 5010.17, "end": 5010.41, "word": " ليه", "probability": 0.6282958984375}, {"start": 5010.41, "end": 5010.49, "word": " ال", "probability": 0.437744140625}, {"start": 5010.49, "end": 5010.87, "word": " product", "probability": 0.50439453125}, {"start": 5010.87, "end": 5011.13, "word": " زي", "probability": 0.779541015625}, {"start": 5011.13, "end": 5011.39, "word": " هذه", "probability": 0.748046875}, {"start": 5011.39, "end": 5012.37, "word": " جلم", "probability": 0.648193359375}, {"start": 5012.37, "end": 5013.17, "word": " مسكافي", "probability": 0.69805908203125}, {"start": 5013.17, "end": 5013.43, "word": " ليه", "probability": 0.6741943359375}, {"start": 5013.43, "end": 5013.77, "word": " حاجة", "probability": 0.89892578125}, {"start": 5013.77, "end": 5014.21, "word": " ملموسة", "probability": 0.946044921875}, {"start": 5014.21, "end": 5014.43, "word": " يعني", "probability": 0.920654296875}, {"start": 5014.43, "end": 5015.39, "word": " ماشي", "probability": 0.8572591145833334}, {"start": 5015.39, "end": 5016.07, "word": " أو", "probability": 0.93212890625}, {"start": 5016.07, "end": 5016.53, "word": " خدمة", "probability": 0.9851888020833334}, {"start": 5016.53, "end": 5016.69, "word": " زي", "probability": 0.97705078125}, {"start": 5016.69, "end": 5017.25, "word": " التعليم", "probability": 0.9761962890625}, {"start": 5017.25, "end": 5019.05, "word": " العلاج", "probability": 0.8776041666666666}, {"start": 5019.05, "end": 5020.37, "word": " ليه", "probability": 0.874267578125}, {"start": 5020.37, "end": 5020.93, "word": " الصحة", "probability": 0.9884440104166666}, {"start": 5020.93, "end": 5022.29, "word": " ماشي", "probability": 0.791259765625}, {"start": 5022.29, "end": 5022.91, "word": " الصلاة", "probability": 0.95166015625}, {"start": 5022.91, "end": 5023.71, "word": " هذه", "probability": 0.1361083984375}, {"start": 5023.71, "end": 5023.91, "word": " كلها", "probability": 0.9892578125}, {"start": 5023.91, "end": 5024.31, "word": " خدمات", "probability": 0.9724934895833334}, {"start": 5024.31, "end": 5025.21, "word": " أو", "probability": 0.92919921875}, {"start": 5025.21, "end": 5025.95, "word": " معذفة", "probability": 0.8819580078125}, {"start": 5025.95, "end": 5026.49, "word": " تخت", "probability": 0.735107421875}, {"start": 5026.49, "end": 5026.79, "word": " علم", "probability": 0.909423828125}, {"start": 5026.79, "end": 5028.01, "word": " أو", "probability": 0.9462890625}, {"start": 5028.01, "end": 5028.51, "word": " معلومات", "probability": 0.98095703125}, {"start": 5028.51, "end": 5029.29, "word": " معينة", "probability": 0.9957682291666666}, {"start": 5029.29, "end": 5030.55, "word": " طبعا", "probability": 0.9149169921875}, {"start": 5030.55, "end": 5030.67, "word": " هنا", "probability": 0.9052734375}, {"start": 5030.67, "end": 5030.89, "word": " ممكن", "probability": 0.960693359375}, {"start": 5030.89, "end": 5031.23, "word": " تكون", "probability": 0.9921875}, {"start": 5031.23, "end": 5031.65, "word": " المعلومات", "probability": 0.9771728515625}, {"start": 5031.65, "end": 5032.19, "word": " تأليف", "probability": 0.9246826171875}, {"start": 5032.19, "end": 5032.59, "word": " مثلا", "probability": 0.95458984375}, {"start": 5032.59, "end": 5033.27, "word": " ticket", "probability": 0.25439453125}, {"start": 5033.27, "end": 5033.81, "word": " بشعر", "probability": 0.9783935546875}, {"start": 5033.81, "end": 5034.41, "word": " قصة", "probability": 0.9065755208333334}, {"start": 5034.41, "end": 5034.77, "word": " ممكن", "probability": 0.965576171875}, {"start": 5034.77, "end": 5035.03, "word": " تكون", "probability": 0.99462890625}, {"start": 5035.03, "end": 5035.33, "word": " إيش", "probability": 0.7494303385416666}, {"start": 5035.33, "end": 5036.17, "word": " مخرجة", "probability": 0.81683349609375}], "temperature": 1.0}, {"id": 180, "seek": 506254, "start": 5037.24, "end": 5062.54, "text": "المخرجات بترجع تاني إيش بتصير؟ مدخلات و هكذا البيئة الخارجية بنلاقي فيها ال 6Ms والبيئة الخارجية بتطلع إليها المخرجات إذا المدخلات من أين بدي أجيبها من البيئة الخارجية؟ طب المخرجات أين هتروحها البيئة الخارجية؟ المنظمية اللي هتحول المدخلات لإيش؟ لمخرجات دعنا ناخد example بسيط يوضح الكلام هذا", "tokens": [45340, 34740, 7435, 9307, 39894, 47341, 3615, 6055, 7649, 1829, 11933, 1829, 8592, 39894, 9381, 13546, 22807, 3714, 3215, 9778, 1211, 9307, 4032, 8032, 4117, 15730, 2423, 21292, 19986, 3660, 33962, 9640, 7435, 10632, 44945, 15040, 38436, 8978, 11296, 2423, 1386, 26386, 16070, 21292, 19986, 3660, 33962, 9640, 7435, 10632, 39894, 9566, 1211, 3615, 11933, 20292, 11296, 9673, 34740, 7435, 9307, 11933, 15730, 9673, 3215, 9778, 1211, 9307, 9154, 5551, 9957, 4724, 16254, 5551, 7435, 1829, 3555, 11296, 9154, 2423, 21292, 19986, 3660, 33962, 9640, 7435, 10632, 22807, 23032, 3555, 9673, 34740, 7435, 9307, 5551, 9957, 8032, 2655, 32887, 5016, 11296, 2423, 21292, 19986, 3660, 33962, 9640, 7435, 10632, 22807, 9673, 1863, 19913, 2304, 10632, 13672, 1829, 8032, 2655, 5016, 12610, 9673, 3215, 9778, 1211, 9307, 5296, 28814, 1829, 8592, 22807, 32767, 34740, 7435, 9307, 11778, 3615, 8315, 8717, 47283, 3215, 1365, 4724, 3794, 1829, 9566, 7251, 2407, 11242, 5016, 2423, 28820, 10943, 23758], "avg_logprob": -0.14223789764988806, "compression_ratio": 2.200836820083682, "no_speech_prob": 0.0, "words": [{"start": 5037.24, "end": 5038.04, "word": "المخرجات", "probability": 0.958984375}, {"start": 5038.04, "end": 5038.46, "word": " بترجع", "probability": 0.8307291666666666}, {"start": 5038.46, "end": 5038.7, "word": " تاني", "probability": 0.9381510416666666}, {"start": 5038.7, "end": 5038.8, "word": " إيش", "probability": 0.7412109375}, {"start": 5038.8, "end": 5040.32, "word": " بتصير؟", "probability": 0.79168701171875}, {"start": 5040.32, "end": 5041.0, "word": " مدخلات", "probability": 0.9693359375}, {"start": 5041.0, "end": 5041.3, "word": " و", "probability": 0.6787109375}, {"start": 5041.3, "end": 5041.8, "word": " هكذا", "probability": 0.76611328125}, {"start": 5041.8, "end": 5044.06, "word": " البيئة", "probability": 0.9136962890625}, {"start": 5044.06, "end": 5044.62, "word": " الخارجية", "probability": 0.99560546875}, {"start": 5044.62, "end": 5045.0, "word": " بنلاقي", "probability": 0.804443359375}, {"start": 5045.0, "end": 5045.28, "word": " فيها", "probability": 0.966552734375}, {"start": 5045.28, "end": 5045.4, "word": " ال", "probability": 0.89892578125}, {"start": 5045.4, "end": 5046.0, "word": " 6Ms", "probability": 0.45703125}, {"start": 5046.0, "end": 5047.72, "word": " والبيئة", "probability": 0.8868408203125}, {"start": 5047.72, "end": 5048.2, "word": " الخارجية", "probability": 0.9970703125}, {"start": 5048.2, "end": 5048.62, "word": " بتطلع", "probability": 0.9715576171875}, {"start": 5048.62, "end": 5048.84, "word": " إليها", "probability": 0.6546223958333334}, {"start": 5048.84, "end": 5049.52, "word": " المخرجات", "probability": 0.9947509765625}, {"start": 5049.52, "end": 5050.5, "word": " إذا", "probability": 0.923828125}, {"start": 5050.5, "end": 5051.04, "word": " المدخلات", "probability": 0.915625}, {"start": 5051.04, "end": 5051.16, "word": " من", "probability": 0.9287109375}, {"start": 5051.16, "end": 5051.28, "word": " أين", "probability": 0.920654296875}, {"start": 5051.28, "end": 5051.46, "word": " بدي", "probability": 0.4451904296875}, {"start": 5051.46, "end": 5051.82, "word": " أجيبها", "probability": 0.96318359375}, {"start": 5051.82, "end": 5051.98, "word": " من", "probability": 0.82958984375}, {"start": 5051.98, "end": 5052.16, "word": " البيئة", "probability": 0.97412109375}, {"start": 5052.16, "end": 5053.78, "word": " الخارجية؟", "probability": 0.941796875}, {"start": 5053.78, "end": 5053.9, "word": " طب", "probability": 0.97119140625}, {"start": 5053.9, "end": 5054.4, "word": " المخرجات", "probability": 0.9122314453125}, {"start": 5054.4, "end": 5054.56, "word": " أين", "probability": 0.7548828125}, {"start": 5054.56, "end": 5055.06, "word": " هتروحها", "probability": 0.775244140625}, {"start": 5055.06, "end": 5055.22, "word": " البيئة", "probability": 0.91162109375}, {"start": 5055.22, "end": 5056.22, "word": " الخارجية؟", "probability": 0.9525390625}, {"start": 5056.22, "end": 5056.96, "word": " المنظمية", "probability": 0.85810546875}, {"start": 5056.96, "end": 5057.1, "word": " اللي", "probability": 0.89697265625}, {"start": 5057.1, "end": 5057.48, "word": " هتحول", "probability": 0.9298095703125}, {"start": 5057.48, "end": 5058.0, "word": " المدخلات", "probability": 0.97080078125}, {"start": 5058.0, "end": 5058.76, "word": " لإيش؟", "probability": 0.92861328125}, {"start": 5058.76, "end": 5059.5, "word": " لمخرجات", "probability": 0.955322265625}, {"start": 5059.5, "end": 5060.32, "word": " دعنا", "probability": 0.646728515625}, {"start": 5060.32, "end": 5060.54, "word": " ناخد", "probability": 0.9791666666666666}, {"start": 5060.54, "end": 5061.0, "word": " example", "probability": 0.6240234375}, {"start": 5061.0, "end": 5061.58, "word": " بسيط", "probability": 0.9947509765625}, {"start": 5061.58, "end": 5061.94, "word": " يوضح", "probability": 0.9742431640625}, {"start": 5061.94, "end": 5062.26, "word": " الكلام", "probability": 0.9557291666666666}, {"start": 5062.26, "end": 5062.54, "word": " هذا", "probability": 0.951171875}], "temperature": 1.0}, {"id": 181, "seek": 509677, "start": 5069.15, "end": 5096.77, "text": "عنا مصنع موبيليا الهولتات إيش الموارد الخام تبعته؟ إنسان يا جماعة وخشب وألات طيب إيش هيطلع هنا؟ كراسي، طاولات وغرف نوم وهاكذا طب كيف الخشب يبدأ يصير كرسي؟", "tokens": [3615, 8315, 3714, 9381, 1863, 3615, 3714, 2407, 21292, 1211, 25528, 2423, 3224, 12610, 2655, 9307, 11933, 1829, 8592, 9673, 2407, 9640, 3215, 33962, 10943, 6055, 3555, 34268, 3224, 22807, 36145, 3794, 7649, 35186, 10874, 15042, 27884, 4032, 9778, 8592, 3555, 4032, 10721, 1211, 9307, 23032, 1829, 3555, 11933, 1829, 8592, 8032, 1829, 9566, 1211, 3615, 34105, 22807, 9122, 23557, 3794, 1829, 12399, 23032, 995, 12610, 9307, 4032, 17082, 28480, 8717, 20498, 4032, 11296, 4117, 15730, 23032, 3555, 9122, 33911, 33962, 8592, 3555, 7251, 44510, 10721, 7251, 9381, 13546, 9122, 2288, 3794, 1829, 22807], "avg_logprob": -0.2120065748691559, "compression_ratio": 1.6529411764705881, "no_speech_prob": 0.0, "words": [{"start": 5069.15, "end": 5069.49, "word": "عنا", "probability": 0.77001953125}, {"start": 5069.49, "end": 5070.13, "word": " مصنع", "probability": 0.95751953125}, {"start": 5070.13, "end": 5071.73, "word": " موبيليا", "probability": 0.77109375}, {"start": 5071.73, "end": 5073.17, "word": " الهولتات", "probability": 0.5862060546875}, {"start": 5073.17, "end": 5074.67, "word": " إيش", "probability": 0.7146809895833334}, {"start": 5074.67, "end": 5074.97, "word": " الموارد", "probability": 0.812255859375}, {"start": 5074.97, "end": 5075.23, "word": " الخام", "probability": 0.983154296875}, {"start": 5075.23, "end": 5076.97, "word": " تبعته؟", "probability": 0.89228515625}, {"start": 5076.97, "end": 5078.99, "word": " إنسان", "probability": 0.88134765625}, {"start": 5078.99, "end": 5079.17, "word": " يا", "probability": 0.8154296875}, {"start": 5079.17, "end": 5079.71, "word": " جماعة", "probability": 0.99560546875}, {"start": 5079.71, "end": 5081.43, "word": " وخشب", "probability": 0.89794921875}, {"start": 5081.43, "end": 5083.15, "word": " وألات", "probability": 0.79522705078125}, {"start": 5083.15, "end": 5085.05, "word": " طيب", "probability": 0.9527994791666666}, {"start": 5085.05, "end": 5085.27, "word": " إيش", "probability": 0.8976236979166666}, {"start": 5085.27, "end": 5085.57, "word": " هيطلع", "probability": 0.8716796875}, {"start": 5085.57, "end": 5087.29, "word": " هنا؟", "probability": 0.62548828125}, {"start": 5087.29, "end": 5089.29, "word": " كراسي،", "probability": 0.867578125}, {"start": 5089.29, "end": 5090.05, "word": " طاولات", "probability": 0.951416015625}, {"start": 5090.05, "end": 5092.47, "word": " وغرف", "probability": 0.8927408854166666}, {"start": 5092.47, "end": 5092.73, "word": " نوم", "probability": 0.978271484375}, {"start": 5092.73, "end": 5093.23, "word": " وهاكذا", "probability": 0.743896484375}, {"start": 5093.23, "end": 5095.03, "word": " طب", "probability": 0.876708984375}, {"start": 5095.03, "end": 5095.29, "word": " كيف", "probability": 0.97802734375}, {"start": 5095.29, "end": 5095.75, "word": " الخشب", "probability": 0.9773763020833334}, {"start": 5095.75, "end": 5095.95, "word": " يبدأ", "probability": 0.6497395833333334}, {"start": 5095.95, "end": 5096.23, "word": " يصير", "probability": 0.7039388020833334}, {"start": 5096.23, "end": 5096.77, "word": " كرسي؟", "probability": 0.820703125}], "temperature": 1.0}, {"id": 182, "seek": 512450, "start": 5103.32, "end": 5124.5, "text": "قطع، تصميم، لزق، دهان، هذه ما نسميها عمليات، لان خودي بالة، من أين نجيب الخشبات؟ من الغابة، اللي هي البيئة الخارجية، بنروح بنجيب الخشب و نوديه على المصنع، المصنع بيظبط و بيصنعوش و بيصير", "tokens": [47432, 3615, 12399, 6055, 9381, 2304, 32640, 12399, 5296, 11622, 4587, 12399, 11778, 3224, 7649, 12399, 29538, 19446, 8717, 38251, 1829, 11296, 6225, 2304, 20292, 9307, 12399, 5296, 7649, 16490, 2407, 16254, 20666, 3660, 12399, 9154, 5551, 9957, 8717, 7435, 1829, 3555, 33962, 8592, 3555, 9307, 22807, 9154, 6024, 118, 16758, 3660, 12399, 13672, 1829, 39896, 2423, 21292, 19986, 3660, 33962, 9640, 7435, 10632, 12399, 44945, 32887, 5016, 44945, 7435, 1829, 3555, 33962, 8592, 3555, 4032, 8717, 23328, 1829, 3224, 15844, 9673, 9381, 1863, 3615, 12399, 9673, 9381, 1863, 3615, 4724, 1829, 19913, 3555, 9566, 4032, 4724, 1829, 9381, 1863, 3615, 2407, 8592, 4032, 4724, 1829, 9381, 13546], "avg_logprob": -0.22477064110817166, "compression_ratio": 1.8722222222222222, "no_speech_prob": 0.0, "words": [{"start": 5103.32, "end": 5104.28, "word": "قطع،", "probability": 0.706298828125}, {"start": 5104.28, "end": 5105.24, "word": " تصميم،", "probability": 0.96884765625}, {"start": 5105.24, "end": 5106.34, "word": " لزق،", "probability": 0.8905029296875}, {"start": 5106.34, "end": 5107.24, "word": " دهان،", "probability": 0.787353515625}, {"start": 5107.24, "end": 5108.16, "word": " هذه", "probability": 0.4697265625}, {"start": 5108.16, "end": 5108.3, "word": " ما", "probability": 0.275390625}, {"start": 5108.3, "end": 5108.62, "word": " نسميها", "probability": 0.861083984375}, {"start": 5108.62, "end": 5109.72, "word": " عمليات،", "probability": 0.76435546875}, {"start": 5109.72, "end": 5109.88, "word": " لان", "probability": 0.3673095703125}, {"start": 5109.88, "end": 5110.08, "word": " خودي", "probability": 0.7372233072916666}, {"start": 5110.08, "end": 5111.3, "word": " بالة،", "probability": 0.59326171875}, {"start": 5111.3, "end": 5111.44, "word": " من", "probability": 0.9736328125}, {"start": 5111.44, "end": 5111.6, "word": " أين", "probability": 0.58807373046875}, {"start": 5111.6, "end": 5112.16, "word": " نجيب", "probability": 0.774658203125}, {"start": 5112.16, "end": 5113.94, "word": " الخشبات؟", "probability": 0.90986328125}, {"start": 5113.94, "end": 5115.08, "word": " من", "probability": 0.80615234375}, {"start": 5115.08, "end": 5115.6, "word": " الغابة،", "probability": 0.9384765625}, {"start": 5115.6, "end": 5115.68, "word": " اللي", "probability": 0.94482421875}, {"start": 5115.68, "end": 5115.8, "word": " هي", "probability": 0.97998046875}, {"start": 5115.8, "end": 5116.54, "word": " البيئة", "probability": 0.9530029296875}, {"start": 5116.54, "end": 5118.96, "word": " الخارجية،", "probability": 0.9640625}, {"start": 5118.96, "end": 5119.4, "word": " بنروح", "probability": 0.8603515625}, {"start": 5119.4, "end": 5119.66, "word": " بنجيب", "probability": 0.8760986328125}, {"start": 5119.66, "end": 5119.98, "word": " الخشب", "probability": 0.9783528645833334}, {"start": 5119.98, "end": 5120.1, "word": " و", "probability": 0.45849609375}, {"start": 5120.1, "end": 5120.7, "word": " نوديه", "probability": 0.7762451171875}, {"start": 5120.7, "end": 5121.34, "word": " على", "probability": 0.5234375}, {"start": 5121.34, "end": 5122.56, "word": " المصنع،", "probability": 0.97451171875}, {"start": 5122.56, "end": 5123.06, "word": " المصنع", "probability": 0.99072265625}, {"start": 5123.06, "end": 5123.52, "word": " بيظبط", "probability": 0.8955078125}, {"start": 5123.52, "end": 5123.62, "word": " و", "probability": 0.8916015625}, {"start": 5123.62, "end": 5124.06, "word": " بيصنعوش", "probability": 0.9035993303571429}, {"start": 5124.06, "end": 5124.22, "word": " و", "probability": 0.44384765625}, {"start": 5124.22, "end": 5124.5, "word": " بيصير", "probability": 0.9815673828125}], "temperature": 1.0}, {"id": 183, "seek": 515464, "start": 5125.43, "end": 5154.65, "text": "السلع، ماشي، اللي هي الكراسي والطاولات وين هيودية؟ هيودية على المجتمع، لأن أنا بجيب من المجتمع المواد الخام وبصدر للمجتمع السلع والخدمات واضح؟ عيد؟ سهل؟ توصلت السؤال هذا كيف نعرف إن المنظمة أو المؤسسات المتمكنة", "tokens": [6027, 3794, 1211, 3615, 12399, 3714, 33599, 1829, 12399, 13672, 1829, 39896, 33251, 23557, 3794, 1829, 16070, 9566, 995, 12610, 9307, 4032, 9957, 39896, 23328, 10632, 22807, 39896, 23328, 10632, 15844, 9673, 7435, 39237, 3615, 12399, 5296, 33456, 41850, 4724, 7435, 1829, 3555, 9154, 9673, 7435, 39237, 3615, 9673, 14407, 3215, 33962, 10943, 46599, 9381, 3215, 2288, 5296, 19528, 7435, 39237, 3615, 21136, 1211, 3615, 16070, 9778, 40448, 9307, 4032, 46958, 5016, 22807, 6225, 25708, 22807, 8608, 3224, 1211, 22807, 33427, 36520, 2655, 21136, 33604, 6027, 23758, 9122, 33911, 8717, 3615, 28480, 36145, 9673, 1863, 19913, 46007, 34051, 9673, 33604, 3794, 3794, 9307, 9673, 39237, 19452, 3660], "avg_logprob": -0.1999421293536822, "compression_ratio": 1.9396984924623115, "no_speech_prob": 0.0, "words": [{"start": 5125.43, "end": 5126.61, "word": "السلع،", "probability": 0.6724365234375}, {"start": 5126.61, "end": 5127.57, "word": " ماشي،", "probability": 0.71392822265625}, {"start": 5127.57, "end": 5127.65, "word": " اللي", "probability": 0.776611328125}, {"start": 5127.65, "end": 5127.71, "word": " هي", "probability": 0.97412109375}, {"start": 5127.71, "end": 5128.35, "word": " الكراسي", "probability": 0.97607421875}, {"start": 5128.35, "end": 5129.15, "word": " والطاولات", "probability": 0.78935546875}, {"start": 5129.15, "end": 5129.79, "word": " وين", "probability": 0.650146484375}, {"start": 5129.79, "end": 5130.25, "word": " هيودية؟", "probability": 0.6680908203125}, {"start": 5130.25, "end": 5130.65, "word": " هيودية", "probability": 0.9156901041666666}, {"start": 5130.65, "end": 5130.77, "word": " على", "probability": 0.51171875}, {"start": 5130.77, "end": 5131.75, "word": " المجتمع،", "probability": 0.852197265625}, {"start": 5131.75, "end": 5131.93, "word": " لأن", "probability": 0.716796875}, {"start": 5131.93, "end": 5132.09, "word": " أنا", "probability": 0.9091796875}, {"start": 5132.09, "end": 5132.43, "word": " بجيب", "probability": 0.984619140625}, {"start": 5132.43, "end": 5132.57, "word": " من", "probability": 0.9892578125}, {"start": 5132.57, "end": 5133.85, "word": " المجتمع", "probability": 0.9930419921875}, {"start": 5133.85, "end": 5134.61, "word": " المواد", "probability": 0.8850911458333334}, {"start": 5134.61, "end": 5135.11, "word": " الخام", "probability": 0.96923828125}, {"start": 5135.11, "end": 5136.21, "word": " وبصدر", "probability": 0.818603515625}, {"start": 5136.21, "end": 5136.99, "word": " للمجتمع", "probability": 0.969921875}, {"start": 5136.99, "end": 5137.91, "word": " السلع", "probability": 0.9778645833333334}, {"start": 5137.91, "end": 5138.87, "word": " والخدمات", "probability": 0.8853759765625}, {"start": 5138.87, "end": 5141.71, "word": " واضح؟", "probability": 0.80279541015625}, {"start": 5141.71, "end": 5143.43, "word": " عيد؟", "probability": 0.7141927083333334}, {"start": 5143.43, "end": 5145.37, "word": " سهل؟", "probability": 0.80615234375}, {"start": 5145.37, "end": 5149.17, "word": " توصلت", "probability": 0.7581380208333334}, {"start": 5149.17, "end": 5149.43, "word": " السؤال", "probability": 0.9786783854166666}, {"start": 5149.43, "end": 5149.71, "word": " هذا", "probability": 0.49072265625}, {"start": 5149.71, "end": 5151.95, "word": " كيف", "probability": 0.85546875}, {"start": 5151.95, "end": 5152.25, "word": " نعرف", "probability": 0.98876953125}, {"start": 5152.25, "end": 5152.41, "word": " إن", "probability": 0.5732421875}, {"start": 5152.41, "end": 5152.97, "word": " المنظمة", "probability": 0.9639892578125}, {"start": 5152.97, "end": 5153.19, "word": " أو", "probability": 0.919921875}, {"start": 5153.19, "end": 5153.73, "word": " المؤسسات", "probability": 0.896875}, {"start": 5153.73, "end": 5154.65, "word": " المتمكنة", "probability": 0.9339599609375}], "temperature": 1.0}, {"id": 184, "seek": 518445, "start": 5155.23, "end": 5184.45, "text": "أو سيئة لأ لأ لأ ماتروحيش على الكوفيرة فلان هتخربك شعرك بتخافي تروحي لأ الدكتور فلان شاطر متمكن روح عنده إذا ما هي مؤشرات قياس أداء نجاح المؤسسات؟ وقتش بعرف إن المؤسسة ناجحة ولا فاشلة انتوا طبعا حكيتوا في الموضوع عندنا فاعلية كفاءة إنتاجية نبدأ من تحت لفوق", "tokens": [10721, 2407, 8608, 1829, 19986, 3660, 5296, 10721, 5296, 10721, 5296, 10721, 3714, 9307, 32887, 5016, 1829, 8592, 15844, 33251, 38688, 48923, 6156, 1211, 7649, 8032, 2655, 9778, 25513, 4117, 13412, 3615, 31747, 39894, 9778, 31845, 1829, 6055, 32887, 5016, 1829, 5296, 10721, 32748, 4117, 2655, 13063, 6156, 1211, 7649, 13412, 41193, 2288, 44650, 43020, 12602, 2407, 5016, 43242, 3224, 11933, 15730, 19446, 39896, 3714, 33604, 46309, 9307, 12174, 25528, 3794, 5551, 3215, 16606, 8717, 7435, 39319, 9673, 33604, 3794, 3794, 9307, 22807, 4032, 38149, 8592, 45030, 28480, 36145, 9673, 33604, 3794, 3794, 3660, 8717, 26108, 5016, 3660, 49429, 6156, 33599, 37977, 16472, 2655, 14407, 23032, 3555, 3615, 995, 11331, 4117, 36081, 14407, 8978, 9673, 2407, 11242, 45367, 43242, 8315, 6156, 995, 30241, 10632, 9122, 5172, 16606, 3660, 11933, 29399, 26108, 10632, 8717, 44510, 10721, 9154, 6055, 33753, 5296, 5172, 30543], "avg_logprob": -0.17759683570811446, "compression_ratio": 1.8902439024390243, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 5155.23, "end": 5155.53, "word": "أو", "probability": 0.97509765625}, {"start": 5155.53, "end": 5156.37, "word": " سيئة", "probability": 0.9410400390625}, {"start": 5156.37, "end": 5156.89, "word": " لأ", "probability": 0.41815185546875}, {"start": 5156.89, "end": 5157.01, "word": " لأ", "probability": 0.882568359375}, {"start": 5157.01, "end": 5157.35, "word": " لأ", "probability": 0.935546875}, {"start": 5157.35, "end": 5158.37, "word": " ماتروحيش", "probability": 0.8437093098958334}, {"start": 5158.37, "end": 5158.45, "word": " على", "probability": 0.73193359375}, {"start": 5158.45, "end": 5158.81, "word": " الكوفيرة", "probability": 0.4938151041666667}, {"start": 5158.81, "end": 5159.21, "word": " فلان", "probability": 0.9383138020833334}, {"start": 5159.21, "end": 5160.03, "word": " هتخربك", "probability": 0.6389892578125}, {"start": 5160.03, "end": 5160.49, "word": " شعرك", "probability": 0.9894205729166666}, {"start": 5160.49, "end": 5161.71, "word": " بتخافي", "probability": 0.8602294921875}, {"start": 5161.71, "end": 5162.11, "word": " تروحي", "probability": 0.9202880859375}, {"start": 5162.11, "end": 5163.17, "word": " لأ", "probability": 0.8447265625}, {"start": 5163.17, "end": 5163.53, "word": " الدكتور", "probability": 0.9332275390625}, {"start": 5163.53, "end": 5163.87, "word": " فلان", "probability": 0.966796875}, {"start": 5163.87, "end": 5164.21, "word": " شاطر", "probability": 0.9607747395833334}, {"start": 5164.21, "end": 5164.65, "word": " متمكن", "probability": 0.6710205078125}, {"start": 5164.65, "end": 5164.97, "word": " روح", "probability": 0.89013671875}, {"start": 5164.97, "end": 5165.41, "word": " عنده", "probability": 0.984619140625}, {"start": 5165.41, "end": 5166.41, "word": " إذا", "probability": 0.75439453125}, {"start": 5166.41, "end": 5166.53, "word": " ما", "probability": 0.8818359375}, {"start": 5166.53, "end": 5166.77, "word": " هي", "probability": 0.8095703125}, {"start": 5166.77, "end": 5167.63, "word": " مؤشرات", "probability": 0.962646484375}, {"start": 5167.63, "end": 5168.19, "word": " قياس", "probability": 0.9480794270833334}, {"start": 5168.19, "end": 5168.61, "word": " أداء", "probability": 0.97509765625}, {"start": 5168.61, "end": 5169.27, "word": " نجاح", "probability": 0.9938151041666666}, {"start": 5169.27, "end": 5171.27, "word": " المؤسسات؟", "probability": 0.9431966145833334}, {"start": 5171.27, "end": 5171.63, "word": " وقتش", "probability": 0.5606282552083334}, {"start": 5171.63, "end": 5171.99, "word": " بعرف", "probability": 0.847900390625}, {"start": 5171.99, "end": 5172.15, "word": " إن", "probability": 0.69873046875}, {"start": 5172.15, "end": 5172.63, "word": " المؤسسة", "probability": 0.996484375}, {"start": 5172.63, "end": 5172.95, "word": " ناجحة", "probability": 0.98974609375}, {"start": 5172.95, "end": 5173.15, "word": " ولا", "probability": 0.78271484375}, {"start": 5173.15, "end": 5173.67, "word": " فاشلة", "probability": 0.9873046875}, {"start": 5173.67, "end": 5174.83, "word": " انتوا", "probability": 0.5598958333333334}, {"start": 5174.83, "end": 5174.95, "word": " طبعا", "probability": 0.8018798828125}, {"start": 5174.95, "end": 5175.17, "word": " حكيتوا", "probability": 0.80572509765625}, {"start": 5175.17, "end": 5175.27, "word": " في", "probability": 0.92724609375}, {"start": 5175.27, "end": 5175.71, "word": " الموضوع", "probability": 0.99658203125}, {"start": 5175.71, "end": 5176.71, "word": " عندنا", "probability": 0.677001953125}, {"start": 5176.71, "end": 5177.39, "word": " فاعلية", "probability": 0.8145751953125}, {"start": 5177.39, "end": 5180.11, "word": " كفاءة", "probability": 0.8968505859375}, {"start": 5180.11, "end": 5181.23, "word": " إنتاجية", "probability": 0.9415283203125}, {"start": 5181.23, "end": 5183.65, "word": " نبدأ", "probability": 0.9733072916666666}, {"start": 5183.65, "end": 5183.79, "word": " من", "probability": 0.9951171875}, {"start": 5183.79, "end": 5184.05, "word": " تحت", "probability": 0.930908203125}, {"start": 5184.05, "end": 5184.45, "word": " لفوق", "probability": 0.9326171875}], "temperature": 1.0}, {"id": 185, "seek": 521210, "start": 5185.69, "end": 5212.11, "text": "الإنتاجية ببساطة يا أخوات اللي هي الجودة الجودة quality ما هي الجودة؟ ممتاز درجة الإشباع عالية", "tokens": [6027, 28814, 29399, 26108, 10632, 4724, 3555, 3794, 41193, 3660, 35186, 5551, 9778, 2407, 9307, 13672, 1829, 39896, 25724, 23328, 3660, 25724, 23328, 3660, 3125, 19446, 39896, 25724, 23328, 3660, 22807, 3714, 2304, 2655, 31377, 11778, 47341, 3660, 33688, 8592, 3555, 45761, 6225, 6027, 10632], "avg_logprob": -0.17595108922408975, "compression_ratio": 1.4434782608695653, "no_speech_prob": 0.0, "words": [{"start": 5185.69, "end": 5186.35, "word": "الإنتاجية", "probability": 0.85068359375}, {"start": 5186.35, "end": 5186.81, "word": " ببساطة", "probability": 0.925}, {"start": 5186.81, "end": 5186.93, "word": " يا", "probability": 0.7763671875}, {"start": 5186.93, "end": 5187.27, "word": " أخوات", "probability": 0.905029296875}, {"start": 5187.27, "end": 5187.39, "word": " اللي", "probability": 0.6336669921875}, {"start": 5187.39, "end": 5187.47, "word": " هي", "probability": 0.88427734375}, {"start": 5187.47, "end": 5187.95, "word": " الجودة", "probability": 0.9860026041666666}, {"start": 5187.95, "end": 5195.47, "word": " الجودة", "probability": 0.9261067708333334}, {"start": 5195.47, "end": 5197.93, "word": " quality", "probability": 0.39453125}, {"start": 5197.93, "end": 5198.05, "word": " ما", "probability": 0.60400390625}, {"start": 5198.05, "end": 5198.13, "word": " هي", "probability": 0.7958984375}, {"start": 5198.13, "end": 5202.35, "word": " الجودة؟", "probability": 0.8824462890625}, {"start": 5202.35, "end": 5208.95, "word": " ممتاز", "probability": 0.81927490234375}, {"start": 5208.95, "end": 5210.07, "word": " درجة", "probability": 0.8489583333333334}, {"start": 5210.07, "end": 5211.57, "word": " الإشباع", "probability": 0.895263671875}, {"start": 5211.57, "end": 5212.11, "word": " عالية", "probability": 0.9890950520833334}], "temperature": 1.0}, {"id": 186, "seek": 524163, "start": 5213.99, "end": 5241.63, "text": "يعني تحقيق الأهداف بتكون عالية عندنا إنتاجية وعندنا إنتاج في فرق ولا زي بعض ما الفرق بين الإنتاج والإنتاجية الإنتاجية أفضل تكون نفس الناس اللي بيقدر بس الإنتاجية بميزات أفضل من الإنتاجية جمع الإنتاجية الجودة والإنتاج الإنتاج نفسه ممكن تكون شغل فهي أو نفسها العدد يعني أنت عملتي", "tokens": [40228, 22653, 6055, 5016, 38436, 4587, 16247, 3224, 28259, 5172, 39894, 30544, 6225, 6027, 10632, 43242, 8315, 11933, 29399, 26108, 10632, 4032, 3615, 41260, 8315, 11933, 29399, 26108, 8978, 6156, 2288, 4587, 49429, 30767, 1829, 45030, 11242, 19446, 27188, 2288, 4587, 49374, 33688, 29399, 26108, 16070, 28814, 29399, 26108, 10632, 33688, 29399, 26108, 10632, 5551, 5172, 11242, 1211, 6055, 30544, 8717, 36178, 2423, 8315, 3794, 13672, 1829, 4724, 1829, 28543, 2288, 4724, 3794, 33688, 29399, 26108, 10632, 4724, 2304, 1829, 11622, 9307, 5551, 5172, 11242, 1211, 9154, 33688, 29399, 26108, 10632, 10874, 2304, 3615, 33688, 29399, 26108, 10632, 25724, 23328, 3660, 16070, 28814, 29399, 26108, 33688, 29399, 26108, 8717, 36178, 3224, 3714, 43020, 6055, 30544, 13412, 17082, 1211, 6156, 3224, 1829, 34051, 8717, 36178, 11296, 18863, 3215, 3215, 37495, 22653, 14739, 2655, 6225, 42213, 31371], "avg_logprob": -0.2991727947750512, "compression_ratio": 2.358139534883721, "no_speech_prob": 0.0, "words": [{"start": 5213.99, "end": 5214.31, "word": "يعني", "probability": 0.928955078125}, {"start": 5214.31, "end": 5214.75, "word": " تحقيق", "probability": 0.9522705078125}, {"start": 5214.75, "end": 5215.25, "word": " الأهداف", "probability": 0.852783203125}, {"start": 5215.25, "end": 5215.57, "word": " بتكون", "probability": 0.896484375}, {"start": 5215.57, "end": 5215.99, "word": " عالية", "probability": 0.9894205729166666}, {"start": 5215.99, "end": 5217.37, "word": " عندنا", "probability": 0.843505859375}, {"start": 5217.37, "end": 5217.87, "word": " إنتاجية", "probability": 0.8289794921875}, {"start": 5217.87, "end": 5218.19, "word": " وعندنا", "probability": 0.81036376953125}, {"start": 5218.19, "end": 5218.83, "word": " إنتاج", "probability": 0.97607421875}, {"start": 5218.83, "end": 5218.99, "word": " في", "probability": 0.1419677734375}, {"start": 5218.99, "end": 5219.23, "word": " فرق", "probability": 0.84228515625}, {"start": 5219.23, "end": 5219.33, "word": " ولا", "probability": 0.198974609375}, {"start": 5219.33, "end": 5219.47, "word": " زي", "probability": 0.880126953125}, {"start": 5219.47, "end": 5219.77, "word": " بعض", "probability": 0.936279296875}, {"start": 5219.77, "end": 5223.87, "word": " ما", "probability": 0.82373046875}, {"start": 5223.87, "end": 5224.15, "word": " الفرق", "probability": 0.826171875}, {"start": 5224.15, "end": 5224.25, "word": " بين", "probability": 0.85205078125}, {"start": 5224.25, "end": 5224.53, "word": " الإنتاج", "probability": 0.9518229166666666}, {"start": 5224.53, "end": 5225.01, "word": " والإنتاجية", "probability": 0.883203125}, {"start": 5225.01, "end": 5226.85, "word": " الإنتاجية", "probability": 0.7786712646484375}, {"start": 5226.85, "end": 5227.31, "word": " أفضل", "probability": 0.9434814453125}, {"start": 5227.31, "end": 5227.63, "word": " تكون", "probability": 0.5689697265625}, {"start": 5227.63, "end": 5228.09, "word": " نفس", "probability": 0.8046875}, {"start": 5228.09, "end": 5228.41, "word": " الناس", "probability": 0.7347005208333334}, {"start": 5228.41, "end": 5228.59, "word": " اللي", "probability": 0.931396484375}, {"start": 5228.59, "end": 5229.33, "word": " بيقدر", "probability": 0.60711669921875}, {"start": 5229.33, "end": 5229.57, "word": " بس", "probability": 0.5635986328125}, {"start": 5229.57, "end": 5229.91, "word": " الإنتاجية", "probability": 0.9290771484375}, {"start": 5229.91, "end": 5230.91, "word": " بميزات", "probability": 0.908984375}, {"start": 5230.91, "end": 5231.39, "word": " أفضل", "probability": 0.9918212890625}, {"start": 5231.39, "end": 5231.53, "word": " من", "probability": 0.7041015625}, {"start": 5231.53, "end": 5231.97, "word": " الإنتاجية", "probability": 0.82177734375}, {"start": 5231.97, "end": 5232.21, "word": " جمع", "probability": 0.5973307291666666}, {"start": 5232.21, "end": 5232.69, "word": " الإنتاجية", "probability": 0.934814453125}, {"start": 5232.69, "end": 5233.07, "word": " الجودة", "probability": 0.8614908854166666}, {"start": 5233.07, "end": 5233.67, "word": " والإنتاج", "probability": 0.8736572265625}, {"start": 5233.67, "end": 5235.23, "word": " الإنتاج", "probability": 0.7840169270833334}, {"start": 5235.23, "end": 5236.69, "word": " نفسه", "probability": 0.749755859375}, {"start": 5236.69, "end": 5237.01, "word": " ممكن", "probability": 0.69384765625}, {"start": 5237.01, "end": 5237.29, "word": " تكون", "probability": 0.60101318359375}, {"start": 5237.29, "end": 5237.63, "word": " شغل", "probability": 0.7522786458333334}, {"start": 5237.63, "end": 5237.95, "word": " فهي", "probability": 0.5794677734375}, {"start": 5237.95, "end": 5238.13, "word": " أو", "probability": 0.87890625}, {"start": 5238.13, "end": 5238.83, "word": " نفسها", "probability": 0.4469401041666667}, {"start": 5238.83, "end": 5239.51, "word": " العدد", "probability": 0.8829752604166666}, {"start": 5239.51, "end": 5240.83, "word": " يعني", "probability": 0.87841796875}, {"start": 5240.83, "end": 5241.07, "word": " أنت", "probability": 0.646240234375}, {"start": 5241.07, "end": 5241.63, "word": " عملتي", "probability": 0.8229166666666666}], "temperature": 1.0}, {"id": 187, "seek": 526967, "start": 5242.69, "end": 5269.67, "text": "تلات أجلام هذا إنتاج كم انتجت اليوم؟ تلات أجلام طيب، أكم جلم كويس؟ اتنين، هذا الإنتاجي، واضح؟ إنتاجية ليه الجودة؟ يعني أنت فصلتش البابين، واحد طلع واو، واحد طلع استغفر الله إذا الإنتاج اتنين، لكن الإنتاجية طلعت واحد الكفاءة، ما هي الكفاءة؟", "tokens": [2655, 1211, 9307, 5551, 7435, 37440, 23758, 11933, 29399, 26108, 9122, 2304, 16472, 2655, 7435, 2655, 45595, 20498, 22807, 6055, 1211, 9307, 5551, 7435, 37440, 23032, 1829, 3555, 12399, 5551, 24793, 10874, 19528, 9122, 45865, 3794, 22807, 1975, 2655, 1863, 9957, 12399, 23758, 33688, 29399, 26108, 1829, 12399, 4032, 46958, 5016, 22807, 11933, 29399, 26108, 10632, 32239, 3224, 25724, 23328, 3660, 22807, 37495, 22653, 14739, 2655, 6156, 36520, 2655, 8592, 29739, 16758, 9957, 12399, 36764, 24401, 23032, 1211, 3615, 36764, 2407, 12399, 36764, 24401, 23032, 1211, 3615, 44713, 17082, 5172, 2288, 21984, 11933, 15730, 33688, 29399, 26108, 1975, 2655, 1863, 9957, 12399, 44381, 33688, 29399, 26108, 10632, 23032, 1211, 34268, 36764, 24401, 33251, 5172, 16606, 3660, 12399, 19446, 39896, 33251, 5172, 16606, 3660, 22807], "avg_logprob": -0.19874999523162842, "compression_ratio": 2.1959798994974875, "no_speech_prob": 0.0, "words": [{"start": 5242.69, "end": 5243.11, "word": "تلات", "probability": 0.776611328125}, {"start": 5243.11, "end": 5243.55, "word": " أجلام", "probability": 0.8408203125}, {"start": 5243.55, "end": 5244.43, "word": " هذا", "probability": 0.485595703125}, {"start": 5244.43, "end": 5245.01, "word": " إنتاج", "probability": 0.87060546875}, {"start": 5245.01, "end": 5246.03, "word": " كم", "probability": 0.6630859375}, {"start": 5246.03, "end": 5246.47, "word": " انتجت", "probability": 0.79669189453125}, {"start": 5246.47, "end": 5246.83, "word": " اليوم؟", "probability": 0.7403157552083334}, {"start": 5246.83, "end": 5246.99, "word": " تلات", "probability": 0.9132486979166666}, {"start": 5246.99, "end": 5247.29, "word": " أجلام", "probability": 0.9384765625}, {"start": 5247.29, "end": 5249.35, "word": " طيب،", "probability": 0.6466064453125}, {"start": 5249.35, "end": 5249.51, "word": " أكم", "probability": 0.6812744140625}, {"start": 5249.51, "end": 5249.87, "word": " جلم", "probability": 0.791748046875}, {"start": 5249.87, "end": 5251.05, "word": " كويس؟", "probability": 0.975830078125}, {"start": 5251.05, "end": 5252.35, "word": " اتنين،", "probability": 0.677099609375}, {"start": 5252.35, "end": 5252.63, "word": " هذا", "probability": 0.806640625}, {"start": 5252.63, "end": 5253.91, "word": " الإنتاجي،", "probability": 0.8029296875}, {"start": 5253.91, "end": 5254.85, "word": " واضح؟", "probability": 0.908203125}, {"start": 5254.85, "end": 5255.49, "word": " إنتاجية", "probability": 0.8114013671875}, {"start": 5255.49, "end": 5255.61, "word": " ليه", "probability": 0.9599609375}, {"start": 5255.61, "end": 5257.39, "word": " الجودة؟", "probability": 0.9781494140625}, {"start": 5257.39, "end": 5257.61, "word": " يعني", "probability": 0.966064453125}, {"start": 5257.61, "end": 5257.77, "word": " أنت", "probability": 0.7265625}, {"start": 5257.77, "end": 5258.35, "word": " فصلتش", "probability": 0.878662109375}, {"start": 5258.35, "end": 5258.73, "word": " البابين،", "probability": 0.81884765625}, {"start": 5258.73, "end": 5258.93, "word": " واحد", "probability": 0.98583984375}, {"start": 5258.93, "end": 5259.23, "word": " طلع", "probability": 0.9397786458333334}, {"start": 5259.23, "end": 5259.93, "word": " واو،", "probability": 0.5596516927083334}, {"start": 5259.93, "end": 5260.13, "word": " واحد", "probability": 0.751708984375}, {"start": 5260.13, "end": 5260.39, "word": " طلع", "probability": 0.99462890625}, {"start": 5260.39, "end": 5260.83, "word": " استغفر", "probability": 0.74462890625}, {"start": 5260.83, "end": 5261.01, "word": " الله", "probability": 0.91552734375}, {"start": 5261.01, "end": 5262.49, "word": " إذا", "probability": 0.73779296875}, {"start": 5262.49, "end": 5262.97, "word": " الإنتاج", "probability": 0.9871419270833334}, {"start": 5262.97, "end": 5263.35, "word": " اتنين،", "probability": 0.89189453125}, {"start": 5263.35, "end": 5263.47, "word": " لكن", "probability": 0.95947265625}, {"start": 5263.47, "end": 5263.81, "word": " الإنتاجية", "probability": 0.9803466796875}, {"start": 5263.81, "end": 5264.05, "word": " طلعت", "probability": 0.9842122395833334}, {"start": 5264.05, "end": 5264.37, "word": " واحد", "probability": 0.994140625}, {"start": 5264.37, "end": 5267.79, "word": " الكفاءة،", "probability": 0.841162109375}, {"start": 5267.79, "end": 5268.39, "word": " ما", "probability": 0.95703125}, {"start": 5268.39, "end": 5268.67, "word": " هي", "probability": 0.9697265625}, {"start": 5268.67, "end": 5269.67, "word": " الكفاءة؟", "probability": 0.98505859375}], "temperature": 1.0}, {"id": 188, "seek": 529608, "start": 5271.68, "end": 5296.08, "text": "حسن استغلال الموارد الكفاءة انت حصلت في المادة 95 معناه حققت جدفك بتفوق لأن الكفاءة هي التفوق الآن أخد طلع متن فيه ده لأ سمح الله كده حب حرارة ولا إشي راحت للطبيبة أعطتها علاج أمامنا حاليا", "tokens": [5016, 3794, 1863, 44713, 17082, 1211, 6027, 9673, 2407, 9640, 3215, 33251, 5172, 16606, 3660, 16472, 2655, 11331, 36520, 2655, 8978, 9673, 18513, 3660, 13420, 3714, 3615, 8315, 3224, 11331, 4587, 38149, 10874, 3215, 5172, 4117, 39894, 5172, 30543, 5296, 33456, 33251, 5172, 16606, 3660, 39896, 16712, 5172, 30543, 6024, 48506, 5551, 9778, 3215, 23032, 1211, 3615, 44650, 1863, 8978, 3224, 11778, 3224, 5296, 10721, 8608, 2304, 5016, 21984, 9122, 3215, 3224, 11331, 3555, 11331, 2288, 9640, 3660, 49429, 11933, 8592, 1829, 12602, 39319, 2655, 24976, 9566, 21292, 49401, 5551, 3615, 9566, 2655, 11296, 11203, 26108, 5551, 2304, 10943, 8315, 11331, 6027, 25528], "avg_logprob": -0.23347355554310176, "compression_ratio": 1.7422680412371134, "no_speech_prob": 0.0, "words": [{"start": 5271.68, "end": 5272.14, "word": "حسن", "probability": 0.8981119791666666}, {"start": 5272.14, "end": 5272.88, "word": " استغلال", "probability": 0.969482421875}, {"start": 5272.88, "end": 5273.88, "word": " الموارد", "probability": 0.843505859375}, {"start": 5273.88, "end": 5278.96, "word": " الكفاءة", "probability": 0.8914794921875}, {"start": 5278.96, "end": 5279.24, "word": " انت", "probability": 0.5439453125}, {"start": 5279.24, "end": 5279.7, "word": " حصلت", "probability": 0.9560546875}, {"start": 5279.7, "end": 5279.8, "word": " في", "probability": 0.9521484375}, {"start": 5279.8, "end": 5280.16, "word": " المادة", "probability": 0.98095703125}, {"start": 5280.16, "end": 5280.8, "word": " 95", "probability": 0.916015625}, {"start": 5280.8, "end": 5283.58, "word": " معناه", "probability": 0.64569091796875}, {"start": 5283.58, "end": 5283.98, "word": " حققت", "probability": 0.9495442708333334}, {"start": 5283.98, "end": 5284.38, "word": " جدفك", "probability": 0.74462890625}, {"start": 5284.38, "end": 5285.0, "word": " بتفوق", "probability": 0.9537760416666666}, {"start": 5285.0, "end": 5285.28, "word": " لأن", "probability": 0.681396484375}, {"start": 5285.28, "end": 5285.6, "word": " الكفاءة", "probability": 0.9827880859375}, {"start": 5285.6, "end": 5285.72, "word": " هي", "probability": 0.8486328125}, {"start": 5285.72, "end": 5286.26, "word": " التفوق", "probability": 0.98486328125}, {"start": 5286.26, "end": 5287.52, "word": " الآن", "probability": 0.6212158203125}, {"start": 5287.52, "end": 5287.9, "word": " أخد", "probability": 0.7127278645833334}, {"start": 5287.9, "end": 5288.14, "word": " طلع", "probability": 0.7888997395833334}, {"start": 5288.14, "end": 5288.44, "word": " متن", "probability": 0.42132568359375}, {"start": 5288.44, "end": 5288.66, "word": " فيه", "probability": 0.50152587890625}, {"start": 5288.66, "end": 5288.72, "word": " ده", "probability": 0.748779296875}, {"start": 5288.72, "end": 5288.88, "word": " لأ", "probability": 0.4873046875}, {"start": 5288.88, "end": 5289.08, "word": " سمح", "probability": 0.7706705729166666}, {"start": 5289.08, "end": 5289.24, "word": " الله", "probability": 0.900390625}, {"start": 5289.24, "end": 5289.54, "word": " كده", "probability": 0.7840169270833334}, {"start": 5289.54, "end": 5289.88, "word": " حب", "probability": 0.86474609375}, {"start": 5289.88, "end": 5291.38, "word": " حرارة", "probability": 0.93505859375}, {"start": 5291.38, "end": 5291.54, "word": " ولا", "probability": 0.71728515625}, {"start": 5291.54, "end": 5292.6, "word": " إشي", "probability": 0.8216145833333334}, {"start": 5292.6, "end": 5293.32, "word": " راحت", "probability": 0.6897786458333334}, {"start": 5293.32, "end": 5293.96, "word": " للطبيبة", "probability": 0.928466796875}, {"start": 5293.96, "end": 5294.98, "word": " أعطتها", "probability": 0.8818359375}, {"start": 5294.98, "end": 5295.38, "word": " علاج", "probability": 0.975341796875}, {"start": 5295.38, "end": 5295.78, "word": " أمامنا", "probability": 0.962646484375}, {"start": 5295.78, "end": 5296.08, "word": " حاليا", "probability": 0.8790690104166666}], "temperature": 1.0}, {"id": 189, "seek": 532721, "start": 5298.07, "end": 5327.21, "text": "إما العلاج يخفي المرض تماما في مصير الكفاءة أو إنه يخفي لكن يظل أتار فبنسميهاش فعليًا إذا إنت لو حصلت 95% أو تماما 95% بنسميها كفاءة أحسنت الاستغلال أما لو جبت 60% ناجحة عفواً 70% الناجحة في المجلس 70% إذا لو جبنا 70% ناجحين", "tokens": [28814, 15042, 18863, 1211, 26108, 7251, 9778, 41185, 9673, 43042, 46811, 10943, 995, 8978, 3714, 9381, 13546, 33251, 5172, 16606, 3660, 34051, 36145, 3224, 7251, 9778, 41185, 44381, 7251, 19913, 1211, 5551, 2655, 9640, 6156, 3555, 1863, 38251, 1829, 3224, 33599, 6156, 3615, 20292, 14111, 995, 11933, 15730, 11933, 29399, 45164, 11331, 36520, 2655, 13420, 4, 34051, 46811, 10943, 995, 13420, 4, 4724, 1863, 38251, 1829, 11296, 9122, 5172, 16606, 3660, 5551, 5016, 3794, 29399, 42963, 14851, 17082, 1211, 6027, 5551, 15042, 45164, 10874, 3555, 2655, 4060, 4, 8717, 26108, 5016, 3660, 6225, 5172, 14407, 14111, 5285, 4, 28239, 26108, 5016, 3660, 8978, 9673, 7435, 1211, 3794, 5285, 4, 11933, 15730, 45164, 10874, 3555, 8315, 5285, 4, 8717, 26108, 5016, 9957], "avg_logprob": -0.26229507097455323, "compression_ratio": 1.9064039408866995, "no_speech_prob": 0.0, "words": [{"start": 5298.07, "end": 5298.37, "word": "إما", "probability": 0.7254638671875}, {"start": 5298.37, "end": 5298.85, "word": " العلاج", "probability": 0.9156901041666666}, {"start": 5298.85, "end": 5299.81, "word": " يخفي", "probability": 0.8650716145833334}, {"start": 5299.81, "end": 5300.15, "word": " المرض", "probability": 0.9375}, {"start": 5300.15, "end": 5300.57, "word": " تماما", "probability": 0.9150390625}, {"start": 5300.57, "end": 5300.65, "word": " في", "probability": 0.54052734375}, {"start": 5300.65, "end": 5300.87, "word": " مصير", "probability": 0.4428304036458333}, {"start": 5300.87, "end": 5301.43, "word": " الكفاءة", "probability": 0.8948974609375}, {"start": 5301.43, "end": 5303.31, "word": " أو", "probability": 0.95654296875}, {"start": 5303.31, "end": 5303.61, "word": " إنه", "probability": 0.7021484375}, {"start": 5303.61, "end": 5304.07, "word": " يخفي", "probability": 0.9596354166666666}, {"start": 5304.07, "end": 5304.45, "word": " لكن", "probability": 0.8525390625}, {"start": 5304.45, "end": 5304.77, "word": " يظل", "probability": 0.651123046875}, {"start": 5304.77, "end": 5305.23, "word": " أتار", "probability": 0.84716796875}, {"start": 5305.23, "end": 5306.17, "word": " فبنسميهاش", "probability": 0.7593122209821429}, {"start": 5306.17, "end": 5306.85, "word": " فعليًا", "probability": 0.628466796875}, {"start": 5306.85, "end": 5307.95, "word": " إذا", "probability": 0.739501953125}, {"start": 5307.95, "end": 5308.13, "word": " إنت", "probability": 0.576904296875}, {"start": 5308.13, "end": 5308.31, "word": " لو", "probability": 0.83642578125}, {"start": 5308.31, "end": 5308.65, "word": " حصلت", "probability": 0.9508463541666666}, {"start": 5308.65, "end": 5308.95, "word": " 95", "probability": 0.37451171875}, {"start": 5308.95, "end": 5309.53, "word": "%", "probability": 0.9404296875}, {"start": 5309.53, "end": 5309.87, "word": " أو", "probability": 0.93408203125}, {"start": 5309.87, "end": 5310.15, "word": " تماما", "probability": 0.7275390625}, {"start": 5310.15, "end": 5310.39, "word": " 95", "probability": 0.56689453125}, {"start": 5310.39, "end": 5310.57, "word": "%", "probability": 0.9619140625}, {"start": 5310.57, "end": 5311.03, "word": " بنسميها", "probability": 0.79580078125}, {"start": 5311.03, "end": 5311.65, "word": " كفاءة", "probability": 0.9840087890625}, {"start": 5311.65, "end": 5313.09, "word": " أحسنت", "probability": 0.955078125}, {"start": 5313.09, "end": 5313.83, "word": " الاستغلال", "probability": 0.891796875}, {"start": 5313.83, "end": 5315.17, "word": " أما", "probability": 0.89990234375}, {"start": 5315.17, "end": 5315.39, "word": " لو", "probability": 0.97998046875}, {"start": 5315.39, "end": 5315.75, "word": " جبت", "probability": 0.8505859375}, {"start": 5315.75, "end": 5316.99, "word": " 60", "probability": 0.6494140625}, {"start": 5316.99, "end": 5317.13, "word": "%", "probability": 0.91064453125}, {"start": 5317.13, "end": 5319.65, "word": " ناجحة", "probability": 0.8436279296875}, {"start": 5319.65, "end": 5320.65, "word": " عفواً", "probability": 0.680908203125}, {"start": 5320.65, "end": 5320.95, "word": " 70", "probability": 0.41015625}, {"start": 5320.95, "end": 5321.23, "word": "%", "probability": 0.9560546875}, {"start": 5321.23, "end": 5321.67, "word": " الناجحة", "probability": 0.60333251953125}, {"start": 5321.67, "end": 5321.69, "word": " في", "probability": 0.9794921875}, {"start": 5321.69, "end": 5321.95, "word": " المجلس", "probability": 0.943359375}, {"start": 5321.95, "end": 5322.09, "word": " 70", "probability": 0.14697265625}, {"start": 5322.09, "end": 5322.71, "word": "%", "probability": 0.94970703125}, {"start": 5322.71, "end": 5324.21, "word": " إذا", "probability": 0.97216796875}, {"start": 5324.21, "end": 5324.39, "word": " لو", "probability": 0.96484375}, {"start": 5324.39, "end": 5324.67, "word": " جبنا", "probability": 0.9734700520833334}, {"start": 5324.67, "end": 5325.27, "word": " 70", "probability": 0.92724609375}, {"start": 5325.27, "end": 5326.41, "word": "%", "probability": 0.9931640625}, {"start": 5326.41, "end": 5327.21, "word": " ناجحين", "probability": 0.9517822265625}], "temperature": 1.0}, {"id": 190, "seek": 535795, "start": 5328.39, "end": 5357.95, "text": "فعلية، ماشي الحال، لكن لو جيبنا 95 فعلية وكفاءة يعني إني أنا انجحت واتفوقت زي الماضي اللي اختفى تماما أما 70 يعني إيه ابنك و لا بنتك جايب في دوجية خمسية و أنا الكفاءة اللي عنده؟ على الحفة، ماشي، إذا لما انحقق الهدف بالحد الأدنى من الموارد فعليا", "tokens": [5172, 30241, 10632, 12399, 3714, 33599, 1829, 21542, 6027, 12399, 44381, 45164, 10874, 1829, 3555, 8315, 13420, 6156, 30241, 10632, 4032, 4117, 5172, 16606, 3660, 37495, 22653, 11933, 22653, 41850, 16472, 7435, 33753, 4032, 9307, 5172, 30543, 2655, 30767, 1829, 9673, 46958, 1829, 13672, 1829, 1975, 46456, 5172, 7578, 46811, 10943, 995, 5551, 15042, 5285, 37495, 22653, 11933, 1829, 3224, 48127, 1863, 4117, 4032, 20193, 4724, 29399, 4117, 10874, 47302, 3555, 8978, 11778, 29245, 10632, 16490, 2304, 3794, 10632, 4032, 41850, 33251, 5172, 16606, 3660, 13672, 1829, 43242, 3224, 22807, 15844, 21542, 5172, 3660, 12399, 3714, 33599, 1829, 12399, 11933, 15730, 5296, 15042, 16472, 5016, 4587, 4587, 2423, 3224, 3215, 5172, 20666, 24401, 16247, 3215, 1863, 7578, 9154, 9673, 2407, 9640, 3215, 6156, 3615, 20292, 995], "avg_logprob": -0.20374016381624177, "compression_ratio": 1.9336283185840708, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 5328.39, "end": 5329.35, "word": "فعلية،", "probability": 0.718994140625}, {"start": 5329.35, "end": 5329.55, "word": " ماشي", "probability": 0.8909505208333334}, {"start": 5329.55, "end": 5330.21, "word": " الحال،", "probability": 0.6354166666666666}, {"start": 5330.21, "end": 5330.67, "word": " لكن", "probability": 0.9423828125}, {"start": 5330.67, "end": 5330.85, "word": " لو", "probability": 0.94775390625}, {"start": 5330.85, "end": 5331.13, "word": " جيبنا", "probability": 0.857177734375}, {"start": 5331.13, "end": 5331.75, "word": " 95", "probability": 0.94921875}, {"start": 5331.75, "end": 5333.01, "word": " فعلية", "probability": 0.7610677083333334}, {"start": 5333.01, "end": 5333.63, "word": " وكفاءة", "probability": 0.91142578125}, {"start": 5333.63, "end": 5335.17, "word": " يعني", "probability": 0.9189453125}, {"start": 5335.17, "end": 5335.33, "word": " إني", "probability": 0.61572265625}, {"start": 5335.33, "end": 5335.55, "word": " أنا", "probability": 0.86279296875}, {"start": 5335.55, "end": 5335.87, "word": " انجحت", "probability": 0.8115234375}, {"start": 5335.87, "end": 5336.71, "word": " واتفوقت", "probability": 0.95380859375}, {"start": 5336.71, "end": 5337.81, "word": " زي", "probability": 0.908447265625}, {"start": 5337.81, "end": 5338.15, "word": " الماضي", "probability": 0.9850260416666666}, {"start": 5338.15, "end": 5338.25, "word": " اللي", "probability": 0.900146484375}, {"start": 5338.25, "end": 5338.55, "word": " اختفى", "probability": 0.8812255859375}, {"start": 5338.55, "end": 5339.05, "word": " تماما", "probability": 0.97412109375}, {"start": 5339.05, "end": 5340.27, "word": " أما", "probability": 0.777587890625}, {"start": 5340.27, "end": 5340.79, "word": " 70", "probability": 0.8994140625}, {"start": 5340.79, "end": 5342.55, "word": " يعني", "probability": 0.85888671875}, {"start": 5342.55, "end": 5342.71, "word": " إيه", "probability": 0.9544270833333334}, {"start": 5342.71, "end": 5343.03, "word": " ابنك", "probability": 0.7845865885416666}, {"start": 5343.03, "end": 5343.13, "word": " و", "probability": 0.685546875}, {"start": 5343.13, "end": 5343.29, "word": " لا", "probability": 0.9462890625}, {"start": 5343.29, "end": 5343.69, "word": " بنتك", "probability": 0.9073893229166666}, {"start": 5343.69, "end": 5344.07, "word": " جايب", "probability": 0.8089192708333334}, {"start": 5344.07, "end": 5344.17, "word": " في", "probability": 0.65576171875}, {"start": 5344.17, "end": 5344.51, "word": " دوجية", "probability": 0.5573323567708334}, {"start": 5344.51, "end": 5345.07, "word": " خمسية", "probability": 0.836181640625}, {"start": 5345.07, "end": 5346.27, "word": " و", "probability": 0.53173828125}, {"start": 5346.27, "end": 5346.37, "word": " أنا", "probability": 0.513671875}, {"start": 5346.37, "end": 5346.77, "word": " الكفاءة", "probability": 0.956787109375}, {"start": 5346.77, "end": 5346.89, "word": " اللي", "probability": 0.93017578125}, {"start": 5346.89, "end": 5347.97, "word": " عنده؟", "probability": 0.7838541666666666}, {"start": 5347.97, "end": 5349.27, "word": " على", "probability": 0.439697265625}, {"start": 5349.27, "end": 5350.47, "word": " الحفة،", "probability": 0.897216796875}, {"start": 5350.47, "end": 5351.71, "word": " ماشي،", "probability": 0.8060302734375}, {"start": 5351.71, "end": 5351.93, "word": " إذا", "probability": 0.756103515625}, {"start": 5351.93, "end": 5352.43, "word": " لما", "probability": 0.7763671875}, {"start": 5352.43, "end": 5354.85, "word": " انحقق", "probability": 0.9173583984375}, {"start": 5354.85, "end": 5355.27, "word": " الهدف", "probability": 0.9915771484375}, {"start": 5355.27, "end": 5355.95, "word": " بالحد", "probability": 0.949951171875}, {"start": 5355.95, "end": 5356.67, "word": " الأدنى", "probability": 0.946533203125}, {"start": 5356.67, "end": 5356.85, "word": " من", "probability": 0.9794921875}, {"start": 5356.85, "end": 5357.35, "word": " الموارد", "probability": 0.9578857421875}, {"start": 5357.35, "end": 5357.95, "word": " فعليا", "probability": 0.7630615234375}], "temperature": 1.0}, {"id": 191, "seek": 538887, "start": 5359.25, "end": 5388.87, "text": "لكن لما نحقق الهدف بتميز كفاءة لما يكون عندي جودة إنتاجية واضح؟ إذا سؤال ما الفرق بين الفاعلية والكفاءة شركة بتربح في الوحدة اتنين شكل وشركة تانية بتربح تلات شكل مين الأحسن؟ ماشي رأيك؟", "tokens": [1211, 19452, 5296, 15042, 8717, 5016, 4587, 4587, 2423, 3224, 3215, 5172, 39894, 2304, 1829, 11622, 9122, 5172, 16606, 3660, 5296, 15042, 7251, 30544, 18871, 16254, 10874, 23328, 3660, 11933, 29399, 26108, 10632, 4032, 46958, 5016, 22807, 11933, 15730, 8608, 33604, 6027, 19446, 27188, 2288, 4587, 49374, 27188, 995, 30241, 10632, 16070, 4117, 5172, 16606, 3660, 13412, 31747, 3660, 39894, 25513, 5016, 8978, 2423, 2407, 24401, 3660, 1975, 2655, 1863, 9957, 13412, 28820, 4032, 8592, 31747, 3660, 6055, 7649, 10632, 39894, 25513, 5016, 6055, 1211, 9307, 13412, 28820, 3714, 9957, 16247, 5016, 3794, 1863, 22807, 3714, 33599, 1829, 12602, 10721, 1829, 4117, 22807], "avg_logprob": -0.16316106399664512, "compression_ratio": 1.8206521739130435, "no_speech_prob": 0.0, "words": [{"start": 5359.25, "end": 5359.57, "word": "لكن", "probability": 0.860595703125}, {"start": 5359.57, "end": 5359.79, "word": " لما", "probability": 0.804931640625}, {"start": 5359.79, "end": 5360.31, "word": " نحقق", "probability": 0.9288330078125}, {"start": 5360.31, "end": 5360.67, "word": " الهدف", "probability": 0.977783203125}, {"start": 5360.67, "end": 5361.83, "word": " بتميز", "probability": 0.8463134765625}, {"start": 5361.83, "end": 5364.61, "word": " كفاءة", "probability": 0.88818359375}, {"start": 5364.61, "end": 5365.71, "word": " لما", "probability": 0.889892578125}, {"start": 5365.71, "end": 5365.97, "word": " يكون", "probability": 0.97998046875}, {"start": 5365.97, "end": 5366.25, "word": " عندي", "probability": 0.7406005859375}, {"start": 5366.25, "end": 5366.89, "word": " جودة", "probability": 0.9954427083333334}, {"start": 5366.89, "end": 5367.87, "word": " إنتاجية", "probability": 0.913330078125}, {"start": 5367.87, "end": 5370.31, "word": " واضح؟", "probability": 0.8427734375}, {"start": 5370.31, "end": 5370.65, "word": " إذا", "probability": 0.7001953125}, {"start": 5370.65, "end": 5371.13, "word": " سؤال", "probability": 0.9256184895833334}, {"start": 5371.13, "end": 5372.41, "word": " ما", "probability": 0.626953125}, {"start": 5372.41, "end": 5372.97, "word": " الفرق", "probability": 0.9765625}, {"start": 5372.97, "end": 5373.25, "word": " بين", "probability": 0.982421875}, {"start": 5373.25, "end": 5374.25, "word": " الفاعلية", "probability": 0.826171875}, {"start": 5374.25, "end": 5375.57, "word": " والكفاءة", "probability": 0.898046875}, {"start": 5375.57, "end": 5379.69, "word": " شركة", "probability": 0.81201171875}, {"start": 5379.69, "end": 5380.23, "word": " بتربح", "probability": 0.8645833333333334}, {"start": 5380.23, "end": 5380.39, "word": " في", "probability": 0.95849609375}, {"start": 5380.39, "end": 5380.93, "word": " الوحدة", "probability": 0.960205078125}, {"start": 5380.93, "end": 5381.27, "word": " اتنين", "probability": 0.832763671875}, {"start": 5381.27, "end": 5381.71, "word": " شكل", "probability": 0.67626953125}, {"start": 5381.71, "end": 5384.31, "word": " وشركة", "probability": 0.8868408203125}, {"start": 5384.31, "end": 5384.53, "word": " تانية", "probability": 0.9763997395833334}, {"start": 5384.53, "end": 5384.85, "word": " بتربح", "probability": 0.94921875}, {"start": 5384.85, "end": 5385.09, "word": " تلات", "probability": 0.93408203125}, {"start": 5385.09, "end": 5385.51, "word": " شكل", "probability": 0.786376953125}, {"start": 5385.51, "end": 5385.87, "word": " مين", "probability": 0.69287109375}, {"start": 5385.87, "end": 5387.57, "word": " الأحسن؟", "probability": 0.8796875}, {"start": 5387.57, "end": 5388.47, "word": " ماشي", "probability": 0.6413981119791666}, {"start": 5388.47, "end": 5388.87, "word": " رأيك؟", "probability": 0.85537109375}], "temperature": 1.0}, {"id": 192, "seek": 542036, "start": 5391.14, "end": 5420.36, "text": "إيش شركة جامعة؟ تصبحوا اتنين ولا تلاتة؟ تلاتة، الكفاءة الفعلية لقد نجحنا سبعين لقد نجحنا بتفوق خمسة وتسعين", "tokens": [28814, 1829, 8592, 13412, 31747, 3660, 10874, 10943, 27884, 22807, 6055, 9381, 49628, 14407, 1975, 2655, 1863, 9957, 49429, 6055, 1211, 9307, 3660, 22807, 6055, 1211, 9307, 3660, 12399, 33251, 5172, 16606, 3660, 27188, 30241, 10632, 5296, 28543, 8717, 7435, 5016, 8315, 8608, 3555, 3615, 9957, 5296, 28543, 8717, 7435, 5016, 8315, 39894, 5172, 30543, 16490, 2304, 3794, 3660, 34683, 3794, 3615, 9957], "avg_logprob": -0.17407226166687906, "compression_ratio": 1.5234375, "no_speech_prob": 0.0, "words": [{"start": 5391.14, "end": 5391.38, "word": "إيش", "probability": 0.718017578125}, {"start": 5391.38, "end": 5391.58, "word": " شركة", "probability": 0.7203776041666666}, {"start": 5391.58, "end": 5392.68, "word": " جامعة؟", "probability": 0.8131103515625}, {"start": 5392.68, "end": 5393.28, "word": " تصبحوا", "probability": 0.6455841064453125}, {"start": 5393.28, "end": 5393.46, "word": " اتنين", "probability": 0.8651123046875}, {"start": 5393.46, "end": 5393.56, "word": " ولا", "probability": 0.6015625}, {"start": 5393.56, "end": 5394.68, "word": " تلاتة؟", "probability": 0.9630859375}, {"start": 5394.68, "end": 5396.32, "word": " تلاتة،", "probability": 0.851904296875}, {"start": 5396.32, "end": 5397.42, "word": " الكفاءة", "probability": 0.94580078125}, {"start": 5397.42, "end": 5400.26, "word": " الفعلية", "probability": 0.8243001302083334}, {"start": 5400.26, "end": 5405.78, "word": " لقد", "probability": 0.981201171875}, {"start": 5405.78, "end": 5407.38, "word": " نجحنا", "probability": 0.98681640625}, {"start": 5407.38, "end": 5409.94, "word": " سبعين", "probability": 0.982666015625}, {"start": 5409.94, "end": 5412.54, "word": " لقد", "probability": 0.96337890625}, {"start": 5412.54, "end": 5414.92, "word": " نجحنا", "probability": 0.9951171875}, {"start": 5414.92, "end": 5416.3, "word": " بتفوق", "probability": 0.9602864583333334}, {"start": 5416.3, "end": 5419.6, "word": " خمسة", "probability": 0.947998046875}, {"start": 5419.6, "end": 5420.36, "word": " وتسعين", "probability": 0.8790283203125}], "temperature": 1.0}, {"id": 193, "seek": 544830, "start": 5421.9, "end": 5448.3, "text": "الكفاءة معناها إن احنا استغلنا الموارد بشكل جيد هذه لأ، عدم استغلالها إذاً الكفاءة معناها إن أنا متفوقة ومتميزة الفعلية نجحنا على الحفة، نجحنا خلاص يعني زي لما واحد ابنه في توجيه ينجح وماكنش متوقع ينجح يروح يجيبه الـ 50% ويجيبله فدعوس فعلية", "tokens": [6027, 4117, 5172, 16606, 3660, 20449, 8315, 11296, 36145, 1975, 5016, 8315, 44713, 17082, 1211, 8315, 9673, 2407, 9640, 3215, 4724, 8592, 28820, 10874, 25708, 29538, 5296, 10721, 12399, 6225, 40448, 44713, 17082, 1211, 6027, 11296, 11933, 15730, 14111, 33251, 5172, 16606, 3660, 20449, 8315, 11296, 36145, 41850, 44650, 5172, 30543, 3660, 4032, 2304, 39237, 1829, 11622, 3660, 27188, 30241, 10632, 8717, 7435, 5016, 8315, 15844, 21542, 5172, 3660, 12399, 8717, 7435, 5016, 8315, 16490, 1211, 33546, 37495, 22653, 30767, 1829, 5296, 15042, 36764, 24401, 48127, 1863, 3224, 8978, 6055, 29245, 1829, 3224, 7251, 1863, 7435, 5016, 4032, 15042, 19452, 8592, 44650, 30543, 3615, 7251, 1863, 7435, 5016, 7251, 32887, 5016, 7251, 7435, 1829, 3555, 3224, 2423, 39184, 2625, 4, 4032, 1829, 7435, 1829, 3555, 43761, 6156, 3215, 3615, 41779, 6156, 30241, 10632], "avg_logprob": -0.22959421319303228, "compression_ratio": 1.9419642857142858, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 5421.9, "end": 5422.42, "word": "الكفاءة", "probability": 0.97109375}, {"start": 5422.42, "end": 5422.74, "word": " معناها", "probability": 0.8896484375}, {"start": 5422.74, "end": 5422.86, "word": " إن", "probability": 0.50927734375}, {"start": 5422.86, "end": 5423.02, "word": " احنا", "probability": 0.682373046875}, {"start": 5423.02, "end": 5423.74, "word": " استغلنا", "probability": 0.9500732421875}, {"start": 5423.74, "end": 5424.38, "word": " الموارد", "probability": 0.9803466796875}, {"start": 5424.38, "end": 5424.8, "word": " بشكل", "probability": 0.9930013020833334}, {"start": 5424.8, "end": 5425.38, "word": " جيد", "probability": 0.984130859375}, {"start": 5425.38, "end": 5427.82, "word": " هذه", "probability": 0.384521484375}, {"start": 5427.82, "end": 5428.52, "word": " لأ،", "probability": 0.75048828125}, {"start": 5428.52, "end": 5429.14, "word": " عدم", "probability": 0.7066650390625}, {"start": 5429.14, "end": 5430.42, "word": " استغلالها", "probability": 0.9283203125}, {"start": 5430.42, "end": 5432.9, "word": " إذاً", "probability": 0.5322265625}, {"start": 5432.9, "end": 5433.5, "word": " الكفاءة", "probability": 0.9537353515625}, {"start": 5433.5, "end": 5433.98, "word": " معناها", "probability": 0.98046875}, {"start": 5433.98, "end": 5434.14, "word": " إن", "probability": 0.7841796875}, {"start": 5434.14, "end": 5434.28, "word": " أنا", "probability": 0.74853515625}, {"start": 5434.28, "end": 5434.82, "word": " متفوقة", "probability": 0.959716796875}, {"start": 5434.82, "end": 5435.8, "word": " ومتميزة", "probability": 0.98486328125}, {"start": 5435.8, "end": 5437.08, "word": " الفعلية", "probability": 0.6827799479166666}, {"start": 5437.08, "end": 5437.44, "word": " نجحنا", "probability": 0.758148193359375}, {"start": 5437.44, "end": 5437.58, "word": " على", "probability": 0.8955078125}, {"start": 5437.58, "end": 5438.74, "word": " الحفة،", "probability": 0.859130859375}, {"start": 5438.74, "end": 5439.24, "word": " نجحنا", "probability": 0.953125}, {"start": 5439.24, "end": 5439.54, "word": " خلاص", "probability": 0.87158203125}, {"start": 5439.54, "end": 5440.86, "word": " يعني", "probability": 0.856689453125}, {"start": 5440.86, "end": 5441.98, "word": " زي", "probability": 0.935791015625}, {"start": 5441.98, "end": 5442.1, "word": " لما", "probability": 0.642822265625}, {"start": 5442.1, "end": 5442.34, "word": " واحد", "probability": 0.958984375}, {"start": 5442.34, "end": 5442.54, "word": " ابنه", "probability": 0.92578125}, {"start": 5442.54, "end": 5442.62, "word": " في", "probability": 0.91748046875}, {"start": 5442.62, "end": 5442.88, "word": " توجيه", "probability": 0.8199462890625}, {"start": 5442.88, "end": 5443.06, "word": " ينجح", "probability": 0.7528076171875}, {"start": 5443.06, "end": 5443.22, "word": " وماكنش", "probability": 0.491424560546875}, {"start": 5443.22, "end": 5443.62, "word": " متوقع", "probability": 0.9812825520833334}, {"start": 5443.62, "end": 5443.92, "word": " ينجح", "probability": 0.89892578125}, {"start": 5443.92, "end": 5444.16, "word": " يروح", "probability": 0.6357014973958334}, {"start": 5444.16, "end": 5444.38, "word": " يجيبه", "probability": 0.79365234375}, {"start": 5444.38, "end": 5444.44, "word": " الـ", "probability": 0.7001953125}, {"start": 5444.44, "end": 5444.58, "word": " 50", "probability": 0.68798828125}, {"start": 5444.58, "end": 5444.86, "word": "%", "probability": 0.94140625}, {"start": 5444.86, "end": 5445.26, "word": " ويجيبله", "probability": 0.766357421875}, {"start": 5445.26, "end": 5445.72, "word": " فدعوس", "probability": 0.839111328125}, {"start": 5445.72, "end": 5448.3, "word": " فعلية", "probability": 0.7256673177083334}], "temperature": 1.0}, {"id": 194, "seek": 547923, "start": 5449.63, "end": 5479.23, "text": "واحد تاني ابنه جالب 99 قعد بعيد إذا استخدام الموارد المتاحة بشكل جديد لوصول الأهداف بنسميها كفاءة أما الوصول لأهداف وخلاص فعليا هيا أمامنا على الصبون إذا حققت أهدافك خلاص أنا جبت ماجستير ده ليش تقدير مقبول فعليا أنا جبت ماجستير معدل 90% كفاءة", "tokens": [14407, 24401, 6055, 7649, 1829, 48127, 1863, 3224, 10874, 6027, 3555, 11803, 12174, 22488, 45030, 25708, 11933, 15730, 44713, 9778, 3215, 10943, 9673, 2407, 9640, 3215, 9673, 2655, 39319, 3660, 4724, 8592, 28820, 10874, 16254, 3215, 5296, 2407, 9381, 12610, 16247, 3224, 28259, 5172, 44945, 38251, 1829, 11296, 9122, 5172, 16606, 3660, 5551, 15042, 2423, 2407, 9381, 12610, 5296, 10721, 3224, 28259, 5172, 4032, 9778, 1211, 33546, 6156, 3615, 20292, 995, 8032, 25528, 5551, 2304, 10943, 8315, 15844, 31767, 3555, 11536, 11933, 15730, 11331, 4587, 38149, 5551, 3224, 28259, 5172, 4117, 16490, 1211, 33546, 41850, 10874, 3555, 2655, 3714, 26108, 14851, 13546, 11778, 3224, 32239, 8592, 6055, 28543, 13546, 3714, 4587, 3555, 12610, 6156, 3615, 20292, 995, 41850, 10874, 3555, 2655, 3714, 26108, 14851, 13546, 20449, 3215, 1211, 4289, 4, 9122, 5172, 16606, 3660], "avg_logprob": -0.21481481304875127, "compression_ratio": 1.981818181818182, "no_speech_prob": 0.0, "words": [{"start": 5449.63, "end": 5450.01, "word": "واحد", "probability": 0.684326171875}, {"start": 5450.01, "end": 5450.29, "word": " تاني", "probability": 0.8570963541666666}, {"start": 5450.29, "end": 5450.53, "word": " ابنه", "probability": 0.8580729166666666}, {"start": 5450.53, "end": 5450.65, "word": " جالب", "probability": 0.79150390625}, {"start": 5450.65, "end": 5451.03, "word": " 99", "probability": 0.8173828125}, {"start": 5451.03, "end": 5451.27, "word": " قعد", "probability": 0.79541015625}, {"start": 5451.27, "end": 5451.65, "word": " بعيد", "probability": 0.81298828125}, {"start": 5451.65, "end": 5454.75, "word": " إذا", "probability": 0.552490234375}, {"start": 5454.75, "end": 5455.21, "word": " استخدام", "probability": 0.7896728515625}, {"start": 5455.21, "end": 5455.59, "word": " الموارد", "probability": 0.880126953125}, {"start": 5455.59, "end": 5456.03, "word": " المتاحة", "probability": 0.9381103515625}, {"start": 5456.03, "end": 5456.35, "word": " بشكل", "probability": 0.9371744791666666}, {"start": 5456.35, "end": 5456.57, "word": " جديد", "probability": 0.7176513671875}, {"start": 5456.57, "end": 5456.85, "word": " لوصول", "probability": 0.82366943359375}, {"start": 5456.85, "end": 5457.09, "word": " الأهداف", "probability": 0.8626708984375}, {"start": 5457.09, "end": 5457.73, "word": " بنسميها", "probability": 0.842529296875}, {"start": 5457.73, "end": 5458.33, "word": " كفاءة", "probability": 0.9227294921875}, {"start": 5458.33, "end": 5459.69, "word": " أما", "probability": 0.888671875}, {"start": 5459.69, "end": 5460.09, "word": " الوصول", "probability": 0.85504150390625}, {"start": 5460.09, "end": 5460.55, "word": " لأهداف", "probability": 0.85849609375}, {"start": 5460.55, "end": 5461.05, "word": " وخلاص", "probability": 0.903564453125}, {"start": 5461.05, "end": 5462.13, "word": " فعليا", "probability": 0.7860107421875}, {"start": 5462.13, "end": 5463.89, "word": " هيا", "probability": 0.55029296875}, {"start": 5463.89, "end": 5464.33, "word": " أمامنا", "probability": 0.90380859375}, {"start": 5464.33, "end": 5464.47, "word": " على", "probability": 0.81787109375}, {"start": 5464.47, "end": 5464.93, "word": " الصبون", "probability": 0.5487467447916666}, {"start": 5464.93, "end": 5469.17, "word": " إذا", "probability": 0.944580078125}, {"start": 5469.17, "end": 5469.57, "word": " حققت", "probability": 0.9152018229166666}, {"start": 5469.57, "end": 5470.09, "word": " أهدافك", "probability": 0.8734375}, {"start": 5470.09, "end": 5470.29, "word": " خلاص", "probability": 0.896484375}, {"start": 5470.29, "end": 5470.47, "word": " أنا", "probability": 0.60546875}, {"start": 5470.47, "end": 5470.65, "word": " جبت", "probability": 0.8390299479166666}, {"start": 5470.65, "end": 5471.25, "word": " ماجستير", "probability": 0.857421875}, {"start": 5471.25, "end": 5471.93, "word": " ده", "probability": 0.22198486328125}, {"start": 5471.93, "end": 5472.05, "word": " ليش", "probability": 0.884765625}, {"start": 5472.05, "end": 5472.37, "word": " تقدير", "probability": 0.8919270833333334}, {"start": 5472.37, "end": 5472.83, "word": " مقبول", "probability": 0.972900390625}, {"start": 5472.83, "end": 5474.29, "word": " فعليا", "probability": 0.932373046875}, {"start": 5474.29, "end": 5475.97, "word": " أنا", "probability": 0.88232421875}, {"start": 5475.97, "end": 5476.21, "word": " جبت", "probability": 0.9949544270833334}, {"start": 5476.21, "end": 5476.89, "word": " ماجستير", "probability": 0.977294921875}, {"start": 5476.89, "end": 5477.49, "word": " معدل", "probability": 0.7137858072916666}, {"start": 5477.49, "end": 5477.83, "word": " 90", "probability": 0.94970703125}, {"start": 5477.83, "end": 5478.27, "word": "%", "probability": 0.9521484375}, {"start": 5478.27, "end": 5479.23, "word": " كفاءة", "probability": 0.9644775390625}], "temperature": 1.0}, {"id": 195, "seek": 550126, "start": 5480.44, "end": 5501.26, "text": "الإنتاجية قُلنا هي الجودة، الإنتاجية هي إيش الجودة؟ عيد؟ صعبة؟ استغلال، مكتوبة بالهندي، ماعليش، إذا أنا صناعة تلت أقلام، في منهم اتنين كواسين وواحد عاطل، أنا بسميها إنتاجية", "tokens": [6027, 28814, 29399, 26108, 10632, 12174, 10859, 1211, 8315, 39896, 25724, 23328, 3660, 12399, 33688, 29399, 26108, 10632, 39896, 11933, 1829, 8592, 25724, 23328, 3660, 22807, 6225, 25708, 22807, 20328, 3615, 49401, 22807, 44713, 17082, 1211, 6027, 12399, 3714, 4117, 2655, 37746, 3660, 20666, 3224, 1863, 16254, 12399, 19446, 3615, 20292, 8592, 12399, 11933, 15730, 41850, 20328, 8315, 27884, 6055, 1211, 2655, 5551, 4587, 37440, 12399, 8978, 9154, 16095, 1975, 2655, 1863, 9957, 9122, 14407, 3794, 9957, 4032, 14407, 24401, 6225, 41193, 1211, 12399, 41850, 4724, 38251, 1829, 11296, 11933, 29399, 26108, 10632], "avg_logprob": -0.2245678261239478, "compression_ratio": 1.8011363636363635, "no_speech_prob": 0.0, "words": [{"start": 5480.44, "end": 5481.1, "word": "الإنتاجية", "probability": 0.89658203125}, {"start": 5481.1, "end": 5481.38, "word": " قُلنا", "probability": 0.490447998046875}, {"start": 5481.38, "end": 5481.52, "word": " هي", "probability": 0.611328125}, {"start": 5481.52, "end": 5482.3, "word": " الجودة،", "probability": 0.84417724609375}, {"start": 5482.3, "end": 5482.82, "word": " الإنتاجية", "probability": 0.85260009765625}, {"start": 5482.82, "end": 5483.02, "word": " هي", "probability": 0.869140625}, {"start": 5483.02, "end": 5483.38, "word": " إيش", "probability": 0.8564453125}, {"start": 5483.38, "end": 5485.64, "word": " الجودة؟", "probability": 0.8389892578125}, {"start": 5485.64, "end": 5488.08, "word": " عيد؟", "probability": 0.6505533854166666}, {"start": 5488.08, "end": 5489.92, "word": " صعبة؟", "probability": 0.9486083984375}, {"start": 5489.92, "end": 5492.3, "word": " استغلال،", "probability": 0.802294921875}, {"start": 5492.3, "end": 5492.64, "word": " مكتوبة", "probability": 0.865625}, {"start": 5492.64, "end": 5493.04, "word": " بالهندي،", "probability": 0.8845703125}, {"start": 5493.04, "end": 5495.42, "word": " ماعليش،", "probability": 0.706884765625}, {"start": 5495.42, "end": 5495.64, "word": " إذا", "probability": 0.795166015625}, {"start": 5495.64, "end": 5495.9, "word": " أنا", "probability": 0.84375}, {"start": 5495.9, "end": 5496.42, "word": " صناعة", "probability": 0.8662109375}, {"start": 5496.42, "end": 5496.9, "word": " تلت", "probability": 0.8873697916666666}, {"start": 5496.9, "end": 5497.84, "word": " أقلام،", "probability": 0.9190673828125}, {"start": 5497.84, "end": 5497.92, "word": " في", "probability": 0.8447265625}, {"start": 5497.92, "end": 5498.2, "word": " منهم", "probability": 0.92138671875}, {"start": 5498.2, "end": 5498.5, "word": " اتنين", "probability": 0.90283203125}, {"start": 5498.5, "end": 5498.94, "word": " كواسين", "probability": 0.72125244140625}, {"start": 5498.94, "end": 5499.24, "word": " وواحد", "probability": 0.86865234375}, {"start": 5499.24, "end": 5499.72, "word": " عاطل،", "probability": 0.943359375}, {"start": 5499.72, "end": 5499.78, "word": " أنا", "probability": 0.25}, {"start": 5499.78, "end": 5500.48, "word": " بسميها", "probability": 0.9769287109375}, {"start": 5500.48, "end": 5501.26, "word": " إنتاجية", "probability": 0.95751953125}], "temperature": 1.0}, {"id": 196, "seek": 553400, "start": 5505.62, "end": 5534.0, "text": "النوع المنظمات حسب الفعلية والكفاءة، هاي استخدام المواد، هاي إنجاز الأهداف، مين أحسن واحد في يومها؟ مين أحسن واحد في الأربعة؟ هذا، زي ما أنت جيب الـ95%. خُد بالك الفعلية تسبق الكفاءة وليس العكس، أنا بنجح، بعدين بتفوق، مش بتفوق، بعدين بنجح، لأ، بدل منتفوق يعني ناجح،", "tokens": [6027, 1863, 45367, 9673, 1863, 19913, 2304, 9307, 11331, 35457, 27188, 30241, 10632, 16070, 4117, 5172, 16606, 3660, 12399, 8032, 47302, 44713, 9778, 3215, 10943, 9673, 14407, 3215, 12399, 8032, 47302, 36145, 7435, 31377, 16247, 3224, 28259, 5172, 12399, 3714, 9957, 5551, 5016, 3794, 1863, 36764, 24401, 8978, 7251, 20498, 11296, 22807, 3714, 9957, 5551, 5016, 3794, 1863, 36764, 24401, 8978, 16247, 25513, 27884, 22807, 23758, 12399, 30767, 1829, 19446, 14739, 2655, 10874, 1829, 3555, 2423, 39184, 15718, 6856, 16490, 10859, 3215, 20666, 4117, 27188, 30241, 10632, 6055, 35457, 4587, 33251, 5172, 16606, 3660, 4032, 20292, 3794, 18863, 4117, 3794, 12399, 41850, 44945, 7435, 5016, 12399, 39182, 9957, 39894, 5172, 30543, 12399, 37893, 39894, 5172, 30543, 12399, 39182, 9957, 44945, 7435, 5016, 12399, 5296, 10721, 12399, 47525, 1211, 9154, 2655, 5172, 30543, 37495, 22653, 8717, 26108, 5016, 12399], "avg_logprob": -0.1664793156891418, "compression_ratio": 1.991701244813278, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 5505.62, "end": 5506.42, "word": "النوع", "probability": 0.9599609375}, {"start": 5506.42, "end": 5507.22, "word": " المنظمات", "probability": 0.866064453125}, {"start": 5507.22, "end": 5507.5, "word": " حسب", "probability": 0.848876953125}, {"start": 5507.5, "end": 5507.98, "word": " الفعلية", "probability": 0.87744140625}, {"start": 5507.98, "end": 5509.3, "word": " والكفاءة،", "probability": 0.855712890625}, {"start": 5509.3, "end": 5509.38, "word": " هاي", "probability": 0.4613037109375}, {"start": 5509.38, "end": 5509.84, "word": " استخدام", "probability": 0.9801025390625}, {"start": 5509.84, "end": 5510.5, "word": " المواد،", "probability": 0.816162109375}, {"start": 5510.5, "end": 5510.78, "word": " هاي", "probability": 0.913330078125}, {"start": 5510.78, "end": 5511.38, "word": " إنجاز", "probability": 0.8323567708333334}, {"start": 5511.38, "end": 5513.02, "word": " الأهداف،", "probability": 0.923046875}, {"start": 5513.02, "end": 5513.2, "word": " مين", "probability": 0.871337890625}, {"start": 5513.2, "end": 5513.5, "word": " أحسن", "probability": 0.9859619140625}, {"start": 5513.5, "end": 5513.82, "word": " واحد", "probability": 0.988525390625}, {"start": 5513.82, "end": 5513.96, "word": " في", "probability": 0.9921875}, {"start": 5513.96, "end": 5515.16, "word": " يومها؟", "probability": 0.8953857421875}, {"start": 5515.16, "end": 5517.2, "word": " مين", "probability": 0.90380859375}, {"start": 5517.2, "end": 5517.44, "word": " أحسن", "probability": 0.996337890625}, {"start": 5517.44, "end": 5517.7, "word": " واحد", "probability": 0.994384765625}, {"start": 5517.7, "end": 5517.8, "word": " في", "probability": 0.91796875}, {"start": 5517.8, "end": 5518.34, "word": " الأربعة؟", "probability": 0.97216796875}, {"start": 5518.34, "end": 5521.98, "word": " هذا،", "probability": 0.604736328125}, {"start": 5521.98, "end": 5522.38, "word": " زي", "probability": 0.958251953125}, {"start": 5522.38, "end": 5522.48, "word": " ما", "probability": 0.953125}, {"start": 5522.48, "end": 5522.6, "word": " أنت", "probability": 0.680419921875}, {"start": 5522.6, "end": 5522.8, "word": " جيب", "probability": 0.8610026041666666}, {"start": 5522.8, "end": 5523.96, "word": " الـ95%.", "probability": 0.59149169921875}, {"start": 5523.96, "end": 5525.42, "word": " خُد", "probability": 0.84033203125}, {"start": 5525.42, "end": 5525.7, "word": " بالك", "probability": 0.97412109375}, {"start": 5525.7, "end": 5526.18, "word": " الفعلية", "probability": 0.89697265625}, {"start": 5526.18, "end": 5526.54, "word": " تسبق", "probability": 0.9645182291666666}, {"start": 5526.54, "end": 5526.98, "word": " الكفاءة", "probability": 0.9915771484375}, {"start": 5526.98, "end": 5527.28, "word": " وليس", "probability": 0.9552408854166666}, {"start": 5527.28, "end": 5528.3, "word": " العكس،", "probability": 0.9334716796875}, {"start": 5528.3, "end": 5528.5, "word": " أنا", "probability": 0.93408203125}, {"start": 5528.5, "end": 5528.92, "word": " بنجح،", "probability": 0.82958984375}, {"start": 5528.92, "end": 5529.14, "word": " بعدين", "probability": 0.8330078125}, {"start": 5529.14, "end": 5530.16, "word": " بتفوق،", "probability": 0.8724365234375}, {"start": 5530.16, "end": 5530.28, "word": " مش", "probability": 0.86865234375}, {"start": 5530.28, "end": 5530.7, "word": " بتفوق،", "probability": 0.866455078125}, {"start": 5530.7, "end": 5530.8, "word": " بعدين", "probability": 0.942626953125}, {"start": 5530.8, "end": 5531.18, "word": " بنجح،", "probability": 0.95458984375}, {"start": 5531.18, "end": 5532.54, "word": " لأ،", "probability": 0.89697265625}, {"start": 5532.54, "end": 5532.86, "word": " بدل", "probability": 0.82470703125}, {"start": 5532.86, "end": 5533.32, "word": " منتفوق", "probability": 0.6732177734375}, {"start": 5533.32, "end": 5533.44, "word": " يعني", "probability": 0.65869140625}, {"start": 5533.44, "end": 5534.0, "word": " ناجح،", "probability": 0.72540283203125}], "temperature": 1.0}, {"id": 197, "seek": 556473, "start": 5536.65, "end": 5564.73, "text": "إذن فعليا إحنا أداتنا منجزة و مستغلين موادنا بشكل جيد هذا اللي جايب 70 زي ما هو كتبلك فعال لكن مش كفاء نجح .. نجح فقط المواد مافيش لمواد بتبلعب طول السنة هنا واحد جايب مثلا 40%", "tokens": [28814, 8848, 1863, 6156, 3615, 20292, 995, 11933, 5016, 8315, 5551, 3215, 9307, 8315, 9154, 7435, 11622, 3660, 4032, 3714, 14851, 17082, 1211, 9957, 3714, 14407, 3215, 8315, 4724, 8592, 28820, 10874, 25708, 23758, 13672, 1829, 10874, 47302, 3555, 5285, 30767, 1829, 19446, 31439, 9122, 2655, 3555, 23275, 6156, 3615, 6027, 44381, 37893, 9122, 5172, 16606, 8717, 7435, 5016, 4386, 8717, 7435, 5016, 6156, 47432, 9673, 14407, 3215, 19446, 41185, 8592, 32767, 14407, 3215, 39894, 3555, 1211, 3615, 3555, 23032, 12610, 21136, 1863, 3660, 34105, 36764, 24401, 10874, 47302, 3555, 50113, 15040, 3356, 4], "avg_logprob": -0.2065789448587518, "compression_ratio": 1.6702702702702703, "no_speech_prob": 0.0, "words": [{"start": 5536.65, "end": 5536.97, "word": "إذن", "probability": 0.56640625}, {"start": 5536.97, "end": 5537.61, "word": " فعليا", "probability": 0.7864990234375}, {"start": 5537.61, "end": 5537.85, "word": " إحنا", "probability": 0.7788899739583334}, {"start": 5537.85, "end": 5538.21, "word": " أداتنا", "probability": 0.71832275390625}, {"start": 5538.21, "end": 5538.79, "word": " منجزة", "probability": 0.9556884765625}, {"start": 5538.79, "end": 5539.57, "word": " و", "probability": 0.94384765625}, {"start": 5539.57, "end": 5540.37, "word": " مستغلين", "probability": 0.8970703125}, {"start": 5540.37, "end": 5540.77, "word": " موادنا", "probability": 0.9315185546875}, {"start": 5540.77, "end": 5541.03, "word": " بشكل", "probability": 0.99267578125}, {"start": 5541.03, "end": 5541.41, "word": " جيد", "probability": 0.986083984375}, {"start": 5541.41, "end": 5543.99, "word": " هذا", "probability": 0.78369140625}, {"start": 5543.99, "end": 5544.21, "word": " اللي", "probability": 0.888671875}, {"start": 5544.21, "end": 5544.59, "word": " جايب", "probability": 0.96728515625}, {"start": 5544.59, "end": 5545.05, "word": " 70", "probability": 0.54052734375}, {"start": 5545.05, "end": 5545.81, "word": " زي", "probability": 0.6881103515625}, {"start": 5545.81, "end": 5545.87, "word": " ما", "probability": 0.9677734375}, {"start": 5545.87, "end": 5545.95, "word": " هو", "probability": 0.72900390625}, {"start": 5545.95, "end": 5546.45, "word": " كتبلك", "probability": 0.8270263671875}, {"start": 5546.45, "end": 5547.69, "word": " فعال", "probability": 0.95263671875}, {"start": 5547.69, "end": 5547.91, "word": " لكن", "probability": 0.91845703125}, {"start": 5547.91, "end": 5548.17, "word": " مش", "probability": 0.97265625}, {"start": 5548.17, "end": 5548.57, "word": " كفاء", "probability": 0.7423502604166666}, {"start": 5548.57, "end": 5549.83, "word": " نجح", "probability": 0.87939453125}, {"start": 5549.83, "end": 5550.41, "word": " ..", "probability": 0.32763671875}, {"start": 5550.41, "end": 5551.81, "word": " نجح", "probability": 0.92724609375}, {"start": 5551.81, "end": 5552.35, "word": " فقط", "probability": 0.992431640625}, {"start": 5552.35, "end": 5554.31, "word": " المواد", "probability": 0.90576171875}, {"start": 5554.31, "end": 5554.61, "word": " مافيش", "probability": 0.8914388020833334}, {"start": 5554.61, "end": 5554.93, "word": " لمواد", "probability": 0.7265625}, {"start": 5554.93, "end": 5555.29, "word": " بتبلعب", "probability": 0.695166015625}, {"start": 5555.29, "end": 5555.47, "word": " طول", "probability": 0.98046875}, {"start": 5555.47, "end": 5557.31, "word": " السنة", "probability": 0.9552408854166666}, {"start": 5557.31, "end": 5559.83, "word": " هنا", "probability": 0.91357421875}, {"start": 5559.83, "end": 5562.77, "word": " واحد", "probability": 0.828857421875}, {"start": 5562.77, "end": 5563.31, "word": " جايب", "probability": 0.9671223958333334}, {"start": 5563.31, "end": 5563.71, "word": " مثلا", "probability": 0.8291015625}, {"start": 5563.71, "end": 5564.31, "word": " 40", "probability": 0.912109375}, {"start": 5564.31, "end": 5564.73, "word": "%", "probability": 0.9482421875}], "temperature": 1.0}, {"id": 198, "seek": 559517, "start": 5565.69, "end": 5595.17, "text": "24 ساعة و هو بذاكر و كيف راسب؟ معناه عشان يحقق الهداف و يضيع في الوقت هذا أسوأ واحد من هذا الفاشل لا بدرس و لا بنجح و لا يحزن انه صارله 15 سنة بتوجيهه إذن أفضل واحد هذا اللي هو الفعلية و الكفاءة هو هذا المطلوب قال عليه الصلاة و السلام ليش قال ان الله يحبه", "tokens": [7911, 8608, 995, 27884, 4032, 31439, 4724, 15730, 37983, 4032, 9122, 33911, 12602, 32277, 3555, 22807, 20449, 8315, 3224, 6225, 8592, 7649, 7251, 5016, 4587, 4587, 2423, 3224, 28259, 5172, 4032, 7251, 11242, 40228, 8978, 2423, 30543, 2655, 23758, 5551, 3794, 2407, 10721, 36764, 24401, 9154, 23758, 27188, 33599, 1211, 20193, 47525, 2288, 3794, 4032, 20193, 44945, 7435, 5016, 4032, 20193, 7251, 5016, 11622, 1863, 16472, 3224, 20328, 9640, 43761, 2119, 8608, 1863, 3660, 39894, 29245, 1829, 3224, 3224, 11933, 8848, 1863, 5551, 5172, 11242, 1211, 36764, 24401, 23758, 13672, 1829, 31439, 27188, 30241, 10632, 4032, 33251, 5172, 16606, 3660, 31439, 23758, 9673, 9566, 1211, 37746, 50239, 47356, 31767, 15040, 3660, 4032, 21136, 37440, 32239, 8592, 50239, 16472, 21984, 7251, 5016, 3555, 3224], "avg_logprob": -0.2357610855852404, "compression_ratio": 1.8672199170124482, "no_speech_prob": 0.0, "words": [{"start": 5565.69, "end": 5566.21, "word": "24", "probability": 0.4287109375}, {"start": 5566.21, "end": 5566.57, "word": " ساعة", "probability": 0.8352864583333334}, {"start": 5566.57, "end": 5566.69, "word": " و", "probability": 0.6875}, {"start": 5566.69, "end": 5566.71, "word": " هو", "probability": 0.8837890625}, {"start": 5566.71, "end": 5567.21, "word": " بذاكر", "probability": 0.8572591145833334}, {"start": 5567.21, "end": 5567.97, "word": " و", "probability": 0.6728515625}, {"start": 5567.97, "end": 5568.13, "word": " كيف", "probability": 0.9130859375}, {"start": 5568.13, "end": 5569.23, "word": " راسب؟", "probability": 0.76715087890625}, {"start": 5569.23, "end": 5570.39, "word": " معناه", "probability": 0.7972005208333334}, {"start": 5570.39, "end": 5570.53, "word": " عشان", "probability": 0.7111002604166666}, {"start": 5570.53, "end": 5570.91, "word": " يحقق", "probability": 0.8729248046875}, {"start": 5570.91, "end": 5571.37, "word": " الهداف", "probability": 0.846923828125}, {"start": 5571.37, "end": 5571.51, "word": " و", "probability": 0.84423828125}, {"start": 5571.51, "end": 5571.67, "word": " يضيع", "probability": 0.7530924479166666}, {"start": 5571.67, "end": 5571.81, "word": " في", "probability": 0.55908203125}, {"start": 5571.81, "end": 5572.09, "word": " الوقت", "probability": 0.86865234375}, {"start": 5572.09, "end": 5572.73, "word": " هذا", "probability": 0.6005859375}, {"start": 5572.73, "end": 5573.23, "word": " أسوأ", "probability": 0.9664306640625}, {"start": 5573.23, "end": 5573.79, "word": " واحد", "probability": 0.9599609375}, {"start": 5573.79, "end": 5575.49, "word": " من", "probability": 0.779296875}, {"start": 5575.49, "end": 5575.93, "word": " هذا", "probability": 0.947265625}, {"start": 5575.93, "end": 5577.99, "word": " الفاشل", "probability": 0.9772135416666666}, {"start": 5577.99, "end": 5580.19, "word": " لا", "probability": 0.3349609375}, {"start": 5580.19, "end": 5580.83, "word": " بدرس", "probability": 0.9807942708333334}, {"start": 5580.83, "end": 5580.99, "word": " و", "probability": 0.403564453125}, {"start": 5580.99, "end": 5581.09, "word": " لا", "probability": 0.98583984375}, {"start": 5581.09, "end": 5581.51, "word": " بنجح", "probability": 0.94140625}, {"start": 5581.51, "end": 5581.65, "word": " و", "probability": 0.96044921875}, {"start": 5581.65, "end": 5581.75, "word": " لا", "probability": 0.98681640625}, {"start": 5581.75, "end": 5582.15, "word": " يحزن", "probability": 0.8759765625}, {"start": 5582.15, "end": 5582.29, "word": " انه", "probability": 0.5550537109375}, {"start": 5582.29, "end": 5582.51, "word": " صارله", "probability": 0.5816650390625}, {"start": 5582.51, "end": 5582.79, "word": " 15", "probability": 0.83349609375}, {"start": 5582.79, "end": 5583.27, "word": " سنة", "probability": 0.9288736979166666}, {"start": 5583.27, "end": 5586.37, "word": " بتوجيهه", "probability": 0.84765625}, {"start": 5586.37, "end": 5586.91, "word": " إذن", "probability": 0.6271158854166666}, {"start": 5586.91, "end": 5587.99, "word": " أفضل", "probability": 0.9468994140625}, {"start": 5587.99, "end": 5588.27, "word": " واحد", "probability": 0.987060546875}, {"start": 5588.27, "end": 5588.65, "word": " هذا", "probability": 0.92333984375}, {"start": 5588.65, "end": 5589.27, "word": " اللي", "probability": 0.6636962890625}, {"start": 5589.27, "end": 5589.37, "word": " هو", "probability": 0.9462890625}, {"start": 5589.37, "end": 5589.71, "word": " الفعلية", "probability": 0.734130859375}, {"start": 5589.71, "end": 5589.77, "word": " و", "probability": 0.8935546875}, {"start": 5589.77, "end": 5590.11, "word": " الكفاءة", "probability": 0.912841796875}, {"start": 5590.11, "end": 5590.21, "word": " هو", "probability": 0.5673828125}, {"start": 5590.21, "end": 5590.29, "word": " هذا", "probability": 0.87548828125}, {"start": 5590.29, "end": 5590.75, "word": " المطلوب", "probability": 0.9837646484375}, {"start": 5590.75, "end": 5591.83, "word": " قال", "probability": 0.9228515625}, {"start": 5591.83, "end": 5592.09, "word": " عليه", "probability": 0.6220703125}, {"start": 5592.09, "end": 5592.43, "word": " الصلاة", "probability": 0.9736328125}, {"start": 5592.43, "end": 5592.57, "word": " و", "probability": 0.5458984375}, {"start": 5592.57, "end": 5592.77, "word": " السلام", "probability": 0.918212890625}, {"start": 5592.77, "end": 5592.97, "word": " ليش", "probability": 0.673828125}, {"start": 5592.97, "end": 5593.25, "word": " قال", "probability": 0.9130859375}, {"start": 5593.25, "end": 5594.17, "word": " ان", "probability": 0.369873046875}, {"start": 5594.17, "end": 5594.41, "word": " الله", "probability": 0.96142578125}, {"start": 5594.41, "end": 5595.17, "word": " يحبه", "probability": 0.9891357421875}], "temperature": 1.0}, {"id": 199, "seek": 561893, "start": 5596.09, "end": 5618.93, "text": "أيوة، إذا عملها حدك وما عملنيش أساوي فيه، أشلف جوه، أي كلام؟ لأ، أن يتقنها والتقنية دي مرحلة الفعلية والكفاءة ناجح، ع الحفة، فعال بس، بتعب و بشجع و بجيبش أهداف، وضعي وحش، هان الحمد لله لها دي و لها دي، الوضع سيء جدا بكونه", "tokens": [10721, 1829, 2407, 3660, 12399, 11933, 15730, 6225, 42213, 11296, 11331, 3215, 4117, 4032, 15042, 6225, 42213, 22653, 8592, 5551, 3794, 995, 45865, 8978, 3224, 12399, 5551, 8592, 46538, 10874, 2407, 3224, 12399, 36632, 28242, 10943, 22807, 5296, 10721, 12399, 14739, 7251, 2655, 4587, 1863, 11296, 16070, 2655, 4587, 1863, 10632, 11778, 1829, 3714, 2288, 5016, 37977, 27188, 30241, 10632, 16070, 4117, 5172, 16606, 3660, 8717, 26108, 5016, 12399, 6225, 21542, 5172, 3660, 12399, 6156, 3615, 6027, 4724, 3794, 12399, 4724, 2655, 3615, 3555, 4032, 4724, 8592, 7435, 3615, 4032, 4724, 7435, 1829, 3555, 8592, 5551, 3224, 28259, 5172, 12399, 4032, 11242, 3615, 1829, 4032, 5016, 8592, 12399, 8032, 7649, 21542, 2304, 3215, 24976, 3224, 5296, 11296, 11778, 1829, 4032, 5296, 11296, 11778, 1829, 12399, 2423, 2407, 11242, 3615, 8608, 1829, 38207, 10874, 28259, 4724, 30544, 3224], "avg_logprob": -0.261548927080804, "compression_ratio": 1.809090909090909, "no_speech_prob": 0.0, "words": [{"start": 5596.09, "end": 5596.77, "word": "أيوة،", "probability": 0.7232421875}, {"start": 5596.77, "end": 5596.95, "word": " إذا", "probability": 0.92529296875}, {"start": 5596.95, "end": 5597.39, "word": " عملها", "probability": 0.8170572916666666}, {"start": 5597.39, "end": 5597.69, "word": " حدك", "probability": 0.5315348307291666}, {"start": 5597.69, "end": 5597.79, "word": " وما", "probability": 0.5435791015625}, {"start": 5597.79, "end": 5598.09, "word": " عملنيش", "probability": 0.6488037109375}, {"start": 5598.09, "end": 5598.31, "word": " أساوي", "probability": 0.67645263671875}, {"start": 5598.31, "end": 5598.63, "word": " فيه،", "probability": 0.5161946614583334}, {"start": 5598.63, "end": 5598.87, "word": " أشلف", "probability": 0.6531575520833334}, {"start": 5598.87, "end": 5599.41, "word": " جوه،", "probability": 0.7857666015625}, {"start": 5599.41, "end": 5599.69, "word": " أي", "probability": 0.7568359375}, {"start": 5599.69, "end": 5600.19, "word": " كلام؟", "probability": 0.76220703125}, {"start": 5600.19, "end": 5600.39, "word": " لأ،", "probability": 0.8850911458333334}, {"start": 5600.39, "end": 5600.49, "word": " أن", "probability": 0.54296875}, {"start": 5600.49, "end": 5600.85, "word": " يتقنها", "probability": 0.9166015625}, {"start": 5600.85, "end": 5601.53, "word": " والتقنية", "probability": 0.762890625}, {"start": 5601.53, "end": 5601.77, "word": " دي", "probability": 0.916015625}, {"start": 5601.77, "end": 5602.11, "word": " مرحلة", "probability": 0.75958251953125}, {"start": 5602.11, "end": 5602.47, "word": " الفعلية", "probability": 0.8531901041666666}, {"start": 5602.47, "end": 5603.37, "word": " والكفاءة", "probability": 0.79501953125}, {"start": 5603.37, "end": 5605.79, "word": " ناجح،", "probability": 0.742919921875}, {"start": 5605.79, "end": 5606.87, "word": " ع", "probability": 0.53759765625}, {"start": 5606.87, "end": 5607.71, "word": " الحفة،", "probability": 0.84130859375}, {"start": 5607.71, "end": 5608.19, "word": " فعال", "probability": 0.9869791666666666}, {"start": 5608.19, "end": 5610.09, "word": " بس،", "probability": 0.9358723958333334}, {"start": 5610.09, "end": 5610.51, "word": " بتعب", "probability": 0.851806640625}, {"start": 5610.51, "end": 5610.57, "word": " و", "probability": 0.70849609375}, {"start": 5610.57, "end": 5610.89, "word": " بشجع", "probability": 0.708953857421875}, {"start": 5610.89, "end": 5610.95, "word": " و", "probability": 0.88232421875}, {"start": 5610.95, "end": 5611.35, "word": " بجيبش", "probability": 0.9421875}, {"start": 5611.35, "end": 5613.61, "word": " أهداف،", "probability": 0.93916015625}, {"start": 5613.61, "end": 5613.89, "word": " وضعي", "probability": 0.938720703125}, {"start": 5613.89, "end": 5614.79, "word": " وحش،", "probability": 0.8934326171875}, {"start": 5614.79, "end": 5615.17, "word": " هان", "probability": 0.7392578125}, {"start": 5615.17, "end": 5615.53, "word": " الحمد", "probability": 0.9348958333333334}, {"start": 5615.53, "end": 5615.71, "word": " لله", "probability": 0.816650390625}, {"start": 5615.71, "end": 5615.95, "word": " لها", "probability": 0.596923828125}, {"start": 5615.95, "end": 5616.09, "word": " دي", "probability": 0.78076171875}, {"start": 5616.09, "end": 5616.15, "word": " و", "probability": 0.767578125}, {"start": 5616.15, "end": 5616.33, "word": " لها", "probability": 0.804443359375}, {"start": 5616.33, "end": 5617.33, "word": " دي،", "probability": 0.9114583333333334}, {"start": 5617.33, "end": 5617.69, "word": " الوضع", "probability": 0.9876708984375}, {"start": 5617.69, "end": 5618.03, "word": " سيء", "probability": 0.9405924479166666}, {"start": 5618.03, "end": 5618.37, "word": " جدا", "probability": 0.993408203125}, {"start": 5618.37, "end": 5618.93, "word": " بكونه", "probability": 0.6959635416666666}], "temperature": 1.0}, {"id": 200, "seek": 565081, "start": 5622.61, "end": 5650.81, "text": "ما هي الاتجاهات الحديثة الموجودة في عالمنا اليوم أثرت على الإدارة وسليبها؟ زي ما انتوا عارفين في عندنا مصطلحات مين حاب يقرأ المحاضرة هتشرح علي عشان هو المحاضرة بعدك انت هتشرحها فيك ماشي", "tokens": [15042, 39896, 2423, 9307, 7435, 40294, 9307, 21542, 16254, 12984, 3660, 9673, 29245, 23328, 3660, 8978, 6225, 45340, 8315, 45595, 20498, 5551, 12984, 43500, 15844, 33688, 3215, 9640, 3660, 46952, 20292, 3555, 11296, 22807, 30767, 1829, 19446, 16472, 2655, 14407, 6225, 9640, 5172, 9957, 8978, 43242, 8315, 3714, 9381, 9566, 1211, 5016, 9307, 3714, 9957, 11331, 16758, 7251, 4587, 2288, 10721, 9673, 5016, 46958, 25720, 8032, 2655, 46309, 5016, 25894, 6225, 8592, 7649, 31439, 9673, 5016, 46958, 25720, 39182, 4117, 16472, 2655, 8032, 2655, 46309, 5016, 11296, 8978, 4117, 3714, 33599, 1829], "avg_logprob": -0.19422042433933545, "compression_ratio": 1.888268156424581, "no_speech_prob": 0.0, "words": [{"start": 5622.61, "end": 5622.89, "word": "ما", "probability": 0.63720703125}, {"start": 5622.89, "end": 5622.99, "word": " هي", "probability": 0.91845703125}, {"start": 5622.99, "end": 5623.49, "word": " الاتجاهات", "probability": 0.85712890625}, {"start": 5623.49, "end": 5623.85, "word": " الحديثة", "probability": 0.80743408203125}, {"start": 5623.85, "end": 5624.41, "word": " الموجودة", "probability": 0.977294921875}, {"start": 5624.41, "end": 5624.71, "word": " في", "probability": 0.92724609375}, {"start": 5624.71, "end": 5625.65, "word": " عالمنا", "probability": 0.9915364583333334}, {"start": 5625.65, "end": 5625.93, "word": " اليوم", "probability": 0.967041015625}, {"start": 5625.93, "end": 5626.35, "word": " أثرت", "probability": 0.7395833333333334}, {"start": 5626.35, "end": 5626.53, "word": " على", "probability": 0.87158203125}, {"start": 5626.53, "end": 5626.97, "word": " الإدارة", "probability": 0.96142578125}, {"start": 5626.97, "end": 5628.51, "word": " وسليبها؟", "probability": 0.85576171875}, {"start": 5628.51, "end": 5629.51, "word": " زي", "probability": 0.779052734375}, {"start": 5629.51, "end": 5629.59, "word": " ما", "probability": 0.9765625}, {"start": 5629.59, "end": 5629.79, "word": " انتوا", "probability": 0.7431640625}, {"start": 5629.79, "end": 5630.23, "word": " عارفين", "probability": 0.9859619140625}, {"start": 5630.23, "end": 5632.25, "word": " في", "probability": 0.288818359375}, {"start": 5632.25, "end": 5632.45, "word": " عندنا", "probability": 0.6407470703125}, {"start": 5632.45, "end": 5633.21, "word": " مصطلحات", "probability": 0.990234375}, {"start": 5633.21, "end": 5638.89, "word": " مين", "probability": 0.5831298828125}, {"start": 5638.89, "end": 5639.15, "word": " حاب", "probability": 0.860595703125}, {"start": 5639.15, "end": 5640.05, "word": " يقرأ", "probability": 0.940673828125}, {"start": 5640.05, "end": 5645.73, "word": " المحاضرة", "probability": 0.828125}, {"start": 5645.73, "end": 5646.13, "word": " هتشرح", "probability": 0.9630126953125}, {"start": 5646.13, "end": 5646.39, "word": " علي", "probability": 0.7119140625}, {"start": 5646.39, "end": 5646.73, "word": " عشان", "probability": 0.7403971354166666}, {"start": 5646.73, "end": 5646.89, "word": " هو", "probability": 0.92578125}, {"start": 5646.89, "end": 5647.29, "word": " المحاضرة", "probability": 0.9764404296875}, {"start": 5647.29, "end": 5647.59, "word": " بعدك", "probability": 0.790283203125}, {"start": 5647.59, "end": 5647.71, "word": " انت", "probability": 0.743896484375}, {"start": 5647.71, "end": 5648.13, "word": " هتشرحها", "probability": 0.90068359375}, {"start": 5648.13, "end": 5648.33, "word": " فيك", "probability": 0.6639404296875}, {"start": 5648.33, "end": 5650.81, "word": " ماشي", "probability": 0.8953450520833334}], "temperature": 1.0}, {"id": 201, "seek": 567877, "start": 5653.31, "end": 5678.77, "text": "يلّا يا واحدة منكم، انت رشح نفسك لانتخابات سحب متحمس، اتفضلي اتجاهات الحديثة التي أشمرت المنظومات على تغيير في أساليب إدارتها أهمية رأس المال الفكري والمعرفي المال الفكري والمعرفي اللي هو عقل الإنسان تغير مفهوم إصدار الأوامر والرقادة على العمل زمان كانت أوامر صادمة الأهم المشركة اشركوا جميعا", "tokens": [26895, 11703, 995, 35186, 36764, 24401, 3660, 9154, 24793, 12399, 16472, 2655, 12602, 8592, 5016, 8717, 36178, 4117, 5296, 7649, 2655, 9778, 16758, 9307, 8608, 5016, 3555, 44650, 35571, 3794, 12399, 1975, 2655, 5172, 11242, 20292, 1975, 2655, 7435, 40294, 9307, 21542, 16254, 12984, 3660, 38392, 5551, 8592, 2304, 43500, 9673, 1863, 19913, 20498, 9307, 15844, 6055, 17082, 1829, 13546, 8978, 5551, 3794, 6027, 1829, 3555, 11933, 3215, 9640, 2655, 11296, 5551, 16095, 10632, 12602, 10721, 3794, 9673, 6027, 27188, 4117, 16572, 16070, 2304, 3615, 28480, 1829, 9673, 6027, 27188, 4117, 16572, 16070, 2304, 3615, 28480, 1829, 13672, 1829, 31439, 6225, 4587, 1211, 33688, 1863, 3794, 7649, 6055, 17082, 13546, 3714, 5172, 3224, 20498, 11933, 9381, 3215, 9640, 16247, 2407, 10943, 2288, 16070, 2288, 4587, 18513, 3660, 15844, 18863, 42213, 30767, 2304, 7649, 25961, 2655, 5551, 2407, 10943, 2288, 20328, 18513, 46007, 16247, 16095, 9673, 8592, 31747, 3660, 1975, 8592, 31747, 14407, 10874, 2304, 40228, 995], "avg_logprob": -0.2205414084871863, "compression_ratio": 2.0813953488372094, "no_speech_prob": 0.0, "words": [{"start": 5653.31, "end": 5653.69, "word": "يلّا", "probability": 0.6671142578125}, {"start": 5653.69, "end": 5653.83, "word": " يا", "probability": 0.86474609375}, {"start": 5653.83, "end": 5654.07, "word": " واحدة", "probability": 0.9894205729166666}, {"start": 5654.07, "end": 5654.45, "word": " منكم،", "probability": 0.7431640625}, {"start": 5654.45, "end": 5654.61, "word": " انت", "probability": 0.73193359375}, {"start": 5654.61, "end": 5654.89, "word": " رشح", "probability": 0.78173828125}, {"start": 5654.89, "end": 5655.15, "word": " نفسك", "probability": 0.97509765625}, {"start": 5655.15, "end": 5655.81, "word": " لانتخابات", "probability": 0.9107259114583334}, {"start": 5655.81, "end": 5656.49, "word": " سحب", "probability": 0.62548828125}, {"start": 5656.49, "end": 5657.09, "word": " متحمس،", "probability": 0.9197998046875}, {"start": 5657.09, "end": 5657.57, "word": " اتفضلي", "probability": 0.803759765625}, {"start": 5657.57, "end": 5658.73, "word": " اتجاهات", "probability": 0.752001953125}, {"start": 5658.73, "end": 5659.27, "word": " الحديثة", "probability": 0.9869384765625}, {"start": 5659.27, "end": 5659.45, "word": " التي", "probability": 0.7685546875}, {"start": 5659.45, "end": 5659.91, "word": " أشمرت", "probability": 0.6759033203125}, {"start": 5659.91, "end": 5660.55, "word": " المنظومات", "probability": 0.788037109375}, {"start": 5660.55, "end": 5660.71, "word": " على", "probability": 0.84912109375}, {"start": 5660.71, "end": 5661.19, "word": " تغيير", "probability": 0.917236328125}, {"start": 5661.19, "end": 5661.35, "word": " في", "probability": 0.81689453125}, {"start": 5661.35, "end": 5661.77, "word": " أساليب", "probability": 0.815576171875}, {"start": 5661.77, "end": 5662.43, "word": " إدارتها", "probability": 0.96103515625}, {"start": 5662.43, "end": 5663.33, "word": " أهمية", "probability": 0.8644205729166666}, {"start": 5663.33, "end": 5663.61, "word": " رأس", "probability": 0.9710286458333334}, {"start": 5663.61, "end": 5663.91, "word": " المال", "probability": 0.968017578125}, {"start": 5663.91, "end": 5664.33, "word": " الفكري", "probability": 0.9358723958333334}, {"start": 5664.33, "end": 5664.99, "word": " والمعرفي", "probability": 0.891015625}, {"start": 5664.99, "end": 5665.39, "word": " المال", "probability": 0.7049560546875}, {"start": 5665.39, "end": 5665.85, "word": " الفكري", "probability": 0.9417317708333334}, {"start": 5665.85, "end": 5666.31, "word": " والمعرفي", "probability": 0.97890625}, {"start": 5666.31, "end": 5666.41, "word": " اللي", "probability": 0.877197265625}, {"start": 5666.41, "end": 5666.53, "word": " هو", "probability": 0.994140625}, {"start": 5666.53, "end": 5666.81, "word": " عقل", "probability": 0.9720052083333334}, {"start": 5666.81, "end": 5667.47, "word": " الإنسان", "probability": 0.9881591796875}, {"start": 5667.47, "end": 5669.71, "word": " تغير", "probability": 0.8248697916666666}, {"start": 5669.71, "end": 5670.23, "word": " مفهوم", "probability": 0.9501953125}, {"start": 5670.23, "end": 5670.75, "word": " إصدار", "probability": 0.68304443359375}, {"start": 5670.75, "end": 5671.23, "word": " الأوامر", "probability": 0.8819580078125}, {"start": 5671.23, "end": 5671.87, "word": " والرقادة", "probability": 0.782958984375}, {"start": 5671.87, "end": 5672.03, "word": " على", "probability": 0.85986328125}, {"start": 5672.03, "end": 5672.37, "word": " العمل", "probability": 0.985595703125}, {"start": 5672.37, "end": 5672.91, "word": " زمان", "probability": 0.8544921875}, {"start": 5672.91, "end": 5673.25, "word": " كانت", "probability": 0.9775390625}, {"start": 5673.25, "end": 5673.65, "word": " أوامر", "probability": 0.78790283203125}, {"start": 5673.65, "end": 5674.87, "word": " صادمة", "probability": 0.6336263020833334}, {"start": 5674.87, "end": 5676.43, "word": " الأهم", "probability": 0.29840087890625}, {"start": 5676.43, "end": 5677.27, "word": " المشركة", "probability": 0.8487548828125}, {"start": 5677.27, "end": 5678.39, "word": " اشركوا", "probability": 0.669036865234375}, {"start": 5678.39, "end": 5678.77, "word": " جميعا", "probability": 0.76983642578125}], "temperature": 1.0}, {"id": 202, "seek": 570495, "start": 5682.77, "end": 5704.95, "text": "كذا مشروع حكيناها المدير الناجح بحكي نحنا وما بحكيش أنا نقص دور التكنولوجيا بشكل كبير في منظومات الأعمال يعني لو روحت المؤسسة و لسه ماسك ولا جوالة و بكتب بتقولي إيش البدايين هدول؟ شوف الناس و نوصلت و هدول؟ التكنولوجيا دخلت في كل مؤسسة في العالم أجلب؟", "tokens": [4117, 15730, 37893, 32887, 3615, 11331, 4117, 1829, 8315, 11296, 9673, 3215, 13546, 28239, 26108, 5016, 4724, 5016, 4117, 1829, 8717, 5016, 8315, 4032, 15042, 4724, 5016, 4117, 1829, 8592, 41850, 8717, 4587, 9381, 11778, 13063, 16712, 19452, 12610, 29245, 25528, 4724, 8592, 28820, 9122, 3555, 13546, 8978, 9154, 19913, 20498, 9307, 16247, 3615, 15042, 1211, 37495, 22653, 45164, 12602, 2407, 33753, 9673, 33604, 3794, 3794, 3660, 4032, 5296, 3794, 3224, 19446, 3794, 4117, 49429, 10874, 2407, 6027, 3660, 4032, 4724, 4117, 2655, 3555, 39894, 39648, 1829, 11933, 1829, 8592, 29739, 28259, 1829, 9957, 8032, 3215, 12610, 22807, 13412, 38688, 2423, 8315, 3794, 4032, 8717, 2407, 36520, 2655, 4032, 8032, 3215, 12610, 22807, 16712, 19452, 12610, 29245, 25528, 11778, 9778, 1211, 2655, 8978, 28242, 3714, 33604, 3794, 3794, 3660, 8978, 18863, 45340, 5551, 7435, 46152, 22807], "avg_logprob": -0.25045619915871725, "compression_ratio": 1.9912280701754386, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 5682.77, "end": 5683.03, "word": "كذا", "probability": 0.394287109375}, {"start": 5683.03, "end": 5683.21, "word": " مشروع", "probability": 0.5638427734375}, {"start": 5683.21, "end": 5683.73, "word": " حكيناها", "probability": 0.9099609375}, {"start": 5683.73, "end": 5684.25, "word": " المدير", "probability": 0.7511393229166666}, {"start": 5684.25, "end": 5684.99, "word": " الناجح", "probability": 0.9685872395833334}, {"start": 5684.99, "end": 5685.69, "word": " بحكي", "probability": 0.9278564453125}, {"start": 5685.69, "end": 5685.95, "word": " نحنا", "probability": 0.783203125}, {"start": 5685.95, "end": 5686.07, "word": " وما", "probability": 0.678466796875}, {"start": 5686.07, "end": 5686.37, "word": " بحكيش", "probability": 0.91923828125}, {"start": 5686.37, "end": 5686.73, "word": " أنا", "probability": 0.755859375}, {"start": 5686.73, "end": 5688.13, "word": " نقص", "probability": 0.4432169596354167}, {"start": 5688.13, "end": 5688.47, "word": " دور", "probability": 0.973876953125}, {"start": 5688.47, "end": 5689.19, "word": " التكنولوجيا", "probability": 0.95771484375}, {"start": 5689.19, "end": 5689.61, "word": " بشكل", "probability": 0.9874674479166666}, {"start": 5689.61, "end": 5690.07, "word": " كبير", "probability": 0.7462565104166666}, {"start": 5690.07, "end": 5690.23, "word": " في", "probability": 0.89892578125}, {"start": 5690.23, "end": 5690.79, "word": " منظومات", "probability": 0.7618408203125}, {"start": 5690.79, "end": 5691.25, "word": " الأعمال", "probability": 0.711395263671875}, {"start": 5691.25, "end": 5691.57, "word": " يعني", "probability": 0.869384765625}, {"start": 5691.57, "end": 5691.71, "word": " لو", "probability": 0.94921875}, {"start": 5691.71, "end": 5691.91, "word": " روحت", "probability": 0.8976236979166666}, {"start": 5691.91, "end": 5692.35, "word": " المؤسسة", "probability": 0.869140625}, {"start": 5692.35, "end": 5692.47, "word": " و", "probability": 0.64892578125}, {"start": 5692.47, "end": 5692.59, "word": " لسه", "probability": 0.71240234375}, {"start": 5692.59, "end": 5692.97, "word": " ماسك", "probability": 0.8238932291666666}, {"start": 5692.97, "end": 5693.09, "word": " ولا", "probability": 0.52099609375}, {"start": 5693.09, "end": 5693.43, "word": " جوالة", "probability": 0.7005615234375}, {"start": 5693.43, "end": 5693.47, "word": " و", "probability": 0.70166015625}, {"start": 5693.47, "end": 5693.81, "word": " بكتب", "probability": 0.77020263671875}, {"start": 5693.81, "end": 5694.11, "word": " بتقولي", "probability": 0.8014322916666666}, {"start": 5694.11, "end": 5694.25, "word": " إيش", "probability": 0.6534830729166666}, {"start": 5694.25, "end": 5694.85, "word": " البدايين", "probability": 0.8607177734375}, {"start": 5694.85, "end": 5696.69, "word": " هدول؟", "probability": 0.772216796875}, {"start": 5696.69, "end": 5696.89, "word": " شوف", "probability": 0.929931640625}, {"start": 5696.89, "end": 5697.15, "word": " الناس", "probability": 0.9886067708333334}, {"start": 5697.15, "end": 5697.25, "word": " و", "probability": 0.54296875}, {"start": 5697.25, "end": 5697.65, "word": " نوصلت", "probability": 0.747222900390625}, {"start": 5697.65, "end": 5697.69, "word": " و", "probability": 0.56640625}, {"start": 5697.69, "end": 5698.35, "word": " هدول؟", "probability": 0.783447265625}, {"start": 5698.35, "end": 5699.61, "word": " التكنولوجيا", "probability": 0.9830078125}, {"start": 5699.61, "end": 5699.97, "word": " دخلت", "probability": 0.984375}, {"start": 5699.97, "end": 5700.13, "word": " في", "probability": 0.98291015625}, {"start": 5700.13, "end": 5700.31, "word": " كل", "probability": 0.99462890625}, {"start": 5700.31, "end": 5700.97, "word": " مؤسسة", "probability": 0.99765625}, {"start": 5700.97, "end": 5701.25, "word": " في", "probability": 0.9814453125}, {"start": 5701.25, "end": 5701.63, "word": " العالم", "probability": 0.997802734375}, {"start": 5701.63, "end": 5704.95, "word": " أجلب؟", "probability": 0.9093017578125}], "temperature": 1.0}, {"id": 203, "seek": 573580, "start": 5709.98, "end": 5735.8, "text": "لسة بتكتبوا؟ أيضًا من ضمن الاتجاهات شبكات الاتصال المتطورة، تطلعات جديدة للقوة العامة الان زي ما انت شايف المواقع التواصل الاجتماعي أحد أشكال شبكات الاتصال بتقلب الرعي العام في البلد وبتأثر على الدول والحكومات اتنين أو البعدها الاهتمام والموازن بين", "tokens": [1211, 3794, 3660, 39894, 4117, 2655, 3555, 14407, 22807, 36632, 11242, 14111, 995, 9154, 48812, 27842, 2423, 9307, 7435, 40294, 9307, 13412, 3555, 4117, 9307, 2423, 9307, 9381, 6027, 9673, 2655, 9566, 13063, 3660, 12399, 6055, 9566, 1211, 3615, 9307, 10874, 16254, 41891, 24976, 4587, 2407, 3660, 18863, 10943, 3660, 2423, 7649, 30767, 1829, 19446, 16472, 2655, 13412, 995, 33911, 9673, 14407, 4587, 3615, 16712, 2407, 33546, 1211, 2423, 26108, 2655, 15042, 3615, 1829, 5551, 24401, 5551, 8592, 4117, 6027, 13412, 3555, 4117, 9307, 2423, 9307, 9381, 6027, 39894, 4587, 46152, 34892, 3615, 1829, 18863, 10943, 8978, 29739, 1211, 3215, 46599, 2655, 10721, 49115, 15844, 32748, 12610, 16070, 5016, 4117, 20498, 9307, 1975, 2655, 1863, 9957, 34051, 29739, 22488, 11296, 2423, 40294, 39237, 10943, 16070, 2304, 2407, 31377, 1863, 49374], "avg_logprob": -0.1975190832869697, "compression_ratio": 1.9956331877729259, "no_speech_prob": 7.152557373046875e-07, "words": [{"start": 5709.98, "end": 5710.32, "word": "لسة", "probability": 0.4095865885416667}, {"start": 5710.32, "end": 5711.04, "word": " بتكتبوا؟", "probability": 0.8982747395833334}, {"start": 5711.04, "end": 5712.24, "word": " أيضًا", "probability": 0.9112548828125}, {"start": 5712.24, "end": 5712.42, "word": " من", "probability": 0.9794921875}, {"start": 5712.42, "end": 5712.6, "word": " ضمن", "probability": 0.98681640625}, {"start": 5712.6, "end": 5713.62, "word": " الاتجاهات", "probability": 0.91123046875}, {"start": 5713.62, "end": 5719.04, "word": " شبكات", "probability": 0.81463623046875}, {"start": 5719.04, "end": 5719.54, "word": " الاتصال", "probability": 0.9293212890625}, {"start": 5719.54, "end": 5720.96, "word": " المتطورة،", "probability": 0.8562825520833334}, {"start": 5720.96, "end": 5721.64, "word": " تطلعات", "probability": 0.88359375}, {"start": 5721.64, "end": 5722.14, "word": " جديدة", "probability": 0.99072265625}, {"start": 5722.14, "end": 5722.56, "word": " للقوة", "probability": 0.73846435546875}, {"start": 5722.56, "end": 5723.1, "word": " العامة", "probability": 0.9397786458333334}, {"start": 5723.1, "end": 5723.8, "word": " الان", "probability": 0.509490966796875}, {"start": 5723.8, "end": 5723.98, "word": " زي", "probability": 0.9013671875}, {"start": 5723.98, "end": 5724.06, "word": " ما", "probability": 0.97998046875}, {"start": 5724.06, "end": 5724.2, "word": " انت", "probability": 0.76708984375}, {"start": 5724.2, "end": 5724.46, "word": " شايف", "probability": 0.9690755208333334}, {"start": 5724.46, "end": 5724.86, "word": " المواقع", "probability": 0.79083251953125}, {"start": 5724.86, "end": 5725.36, "word": " التواصل", "probability": 0.9776611328125}, {"start": 5725.36, "end": 5725.92, "word": " الاجتماعي", "probability": 0.9220377604166666}, {"start": 5725.92, "end": 5726.14, "word": " أحد", "probability": 0.724853515625}, {"start": 5726.14, "end": 5726.44, "word": " أشكال", "probability": 0.9906005859375}, {"start": 5726.44, "end": 5726.82, "word": " شبكات", "probability": 0.989013671875}, {"start": 5726.82, "end": 5727.6, "word": " الاتصال", "probability": 0.97607421875}, {"start": 5727.6, "end": 5728.6, "word": " بتقلب", "probability": 0.7776692708333334}, {"start": 5728.6, "end": 5728.94, "word": " الرعي", "probability": 0.8818359375}, {"start": 5728.94, "end": 5729.2, "word": " العام", "probability": 0.98876953125}, {"start": 5729.2, "end": 5729.32, "word": " في", "probability": 0.9521484375}, {"start": 5729.32, "end": 5729.7, "word": " البلد", "probability": 0.9892578125}, {"start": 5729.7, "end": 5731.08, "word": " وبتأثر", "probability": 0.72479248046875}, {"start": 5731.08, "end": 5731.26, "word": " على", "probability": 0.87353515625}, {"start": 5731.26, "end": 5731.56, "word": " الدول", "probability": 0.990478515625}, {"start": 5731.56, "end": 5732.36, "word": " والحكومات", "probability": 0.92138671875}, {"start": 5732.36, "end": 5732.86, "word": " اتنين", "probability": 0.7601318359375}, {"start": 5732.86, "end": 5733.08, "word": " أو", "probability": 0.376708984375}, {"start": 5733.08, "end": 5733.6, "word": " البعدها", "probability": 0.7184244791666666}, {"start": 5733.6, "end": 5734.96, "word": " الاهتمام", "probability": 0.86114501953125}, {"start": 5734.96, "end": 5735.56, "word": " والموازن", "probability": 0.9625}, {"start": 5735.56, "end": 5735.8, "word": " بين", "probability": 0.52783203125}], "temperature": 1.0}, {"id": 204, "seek": 575326, "start": 5735.88, "end": 5753.26, "text": "تطلعات جديدة للقوة العامة اللي هم حقوق العمال، حقوق إيش؟ العمال، أيوة الاهتمام والموازنة بين حياتك الفرد وعملك، مش كل يومك للشغل ولا كل يومك إلك، انوازن بين الإتنين التركيز على السرعة في الإنجاز، لا يعني السرعة في الإنجاز أنسى الجودة، لأ", "tokens": [2655, 9566, 1211, 3615, 9307, 10874, 16254, 41891, 24976, 4587, 2407, 3660, 18863, 10943, 3660, 13672, 1829, 8032, 2304, 11331, 4587, 30543, 18863, 2304, 6027, 12399, 11331, 4587, 30543, 11933, 1829, 8592, 22807, 18863, 2304, 6027, 12399, 36632, 2407, 3660, 2423, 40294, 39237, 10943, 16070, 2304, 2407, 31377, 1863, 3660, 49374, 11331, 1829, 9307, 4117, 27188, 2288, 3215, 4032, 25957, 23275, 12399, 37893, 28242, 7251, 20498, 4117, 24976, 8592, 17082, 1211, 49429, 28242, 7251, 20498, 4117, 11933, 23275, 12399, 16472, 2407, 31377, 1863, 49374, 33688, 2655, 1863, 9957, 16712, 31747, 1829, 11622, 15844, 21136, 2288, 27884, 8978, 33688, 1863, 7435, 31377, 12399, 20193, 37495, 22653, 21136, 2288, 27884, 8978, 33688, 1863, 7435, 31377, 14739, 3794, 7578, 25724, 23328, 3660, 12399, 5296, 10721], "avg_logprob": -0.1634908490549258, "compression_ratio": 2.0717703349282295, "no_speech_prob": 0.0, "words": [{"start": 5735.88, "end": 5736.62, "word": "تطلعات", "probability": 0.9037109375}, {"start": 5736.62, "end": 5736.92, "word": " جديدة", "probability": 0.98291015625}, {"start": 5736.92, "end": 5737.24, "word": " للقوة", "probability": 0.8447265625}, {"start": 5737.24, "end": 5737.58, "word": " العامة", "probability": 0.9656575520833334}, {"start": 5737.58, "end": 5737.66, "word": " اللي", "probability": 0.82080078125}, {"start": 5737.66, "end": 5737.86, "word": " هم", "probability": 0.744873046875}, {"start": 5737.86, "end": 5738.18, "word": " حقوق", "probability": 0.9903971354166666}, {"start": 5738.18, "end": 5738.82, "word": " العمال،", "probability": 0.684326171875}, {"start": 5738.82, "end": 5739.22, "word": " حقوق", "probability": 0.9817708333333334}, {"start": 5739.22, "end": 5739.66, "word": " إيش؟", "probability": 0.8348388671875}, {"start": 5739.66, "end": 5740.92, "word": " العمال،", "probability": 0.86962890625}, {"start": 5740.92, "end": 5741.24, "word": " أيوة", "probability": 0.8912760416666666}, {"start": 5741.24, "end": 5741.82, "word": " الاهتمام", "probability": 0.8013916015625}, {"start": 5741.82, "end": 5742.46, "word": " والموازنة", "probability": 0.9298502604166666}, {"start": 5742.46, "end": 5742.62, "word": " بين", "probability": 0.96630859375}, {"start": 5742.62, "end": 5743.08, "word": " حياتك", "probability": 0.81298828125}, {"start": 5743.08, "end": 5743.4, "word": " الفرد", "probability": 0.8351236979166666}, {"start": 5743.4, "end": 5743.9, "word": " وعملك،", "probability": 0.508331298828125}, {"start": 5743.9, "end": 5744.06, "word": " مش", "probability": 0.81884765625}, {"start": 5744.06, "end": 5744.28, "word": " كل", "probability": 0.9853515625}, {"start": 5744.28, "end": 5744.58, "word": " يومك", "probability": 0.98828125}, {"start": 5744.58, "end": 5745.06, "word": " للشغل", "probability": 0.9649658203125}, {"start": 5745.06, "end": 5745.22, "word": " ولا", "probability": 0.7353515625}, {"start": 5745.22, "end": 5745.4, "word": " كل", "probability": 0.97998046875}, {"start": 5745.4, "end": 5745.7, "word": " يومك", "probability": 0.96875}, {"start": 5745.7, "end": 5746.46, "word": " إلك،", "probability": 0.8728841145833334}, {"start": 5746.46, "end": 5746.98, "word": " انوازن", "probability": 0.883056640625}, {"start": 5746.98, "end": 5747.14, "word": " بين", "probability": 0.9296875}, {"start": 5747.14, "end": 5747.56, "word": " الإتنين", "probability": 0.77685546875}, {"start": 5747.56, "end": 5748.5, "word": " التركيز", "probability": 0.9593505859375}, {"start": 5748.5, "end": 5748.66, "word": " على", "probability": 0.90234375}, {"start": 5748.66, "end": 5749.04, "word": " السرعة", "probability": 0.9220377604166666}, {"start": 5749.04, "end": 5749.2, "word": " في", "probability": 0.955078125}, {"start": 5749.2, "end": 5750.68, "word": " الإنجاز،", "probability": 0.8650390625}, {"start": 5750.68, "end": 5750.78, "word": " لا", "probability": 0.74755859375}, {"start": 5750.78, "end": 5751.06, "word": " يعني", "probability": 0.96337890625}, {"start": 5751.06, "end": 5751.5, "word": " السرعة", "probability": 0.98486328125}, {"start": 5751.5, "end": 5751.64, "word": " في", "probability": 0.98095703125}, {"start": 5751.64, "end": 5752.08, "word": " الإنجاز", "probability": 0.9735107421875}, {"start": 5752.08, "end": 5752.7, "word": " أنسى", "probability": 0.7122395833333334}, {"start": 5752.7, "end": 5753.08, "word": " الجودة،", "probability": 0.8787841796875}, {"start": 5753.08, "end": 5753.26, "word": " لأ", "probability": 0.78857421875}], "temperature": 1.0}, {"id": 205, "seek": 577581, "start": 5753.95, "end": 5775.81, "text": "مايكونش حاجة أحسب حاجة الآن عندنا سرعة مهولة في إنجاز العمل مع المحافظة على إيش الجودة شكرا يا سهر المجتمعات الحديثة إيش خصائصها؟ خصائص المجتمعات المتطورة إدارياً", "tokens": [15042, 1829, 30544, 8592, 11331, 26108, 3660, 5551, 5016, 35457, 11331, 26108, 3660, 6024, 48506, 43242, 8315, 8608, 2288, 27884, 3714, 3224, 12610, 3660, 8978, 36145, 7435, 31377, 18863, 42213, 20449, 9673, 5016, 31845, 19913, 3660, 15844, 11933, 1829, 8592, 25724, 23328, 3660, 13412, 4117, 23557, 35186, 8608, 3224, 2288, 9673, 7435, 39237, 3615, 9307, 21542, 16254, 12984, 3660, 11933, 1829, 8592, 16490, 9381, 16373, 9381, 11296, 22807, 16490, 9381, 16373, 9381, 9673, 7435, 39237, 3615, 9307, 9673, 2655, 9566, 13063, 3660, 11933, 3215, 9640, 25528, 14111], "avg_logprob": -0.1804865121164105, "compression_ratio": 1.7633136094674555, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 5753.95, "end": 5754.55, "word": "مايكونش", "probability": 0.779541015625}, {"start": 5754.55, "end": 5754.83, "word": " حاجة", "probability": 0.99609375}, {"start": 5754.83, "end": 5755.17, "word": " أحسب", "probability": 0.7784830729166666}, {"start": 5755.17, "end": 5755.63, "word": " حاجة", "probability": 0.99560546875}, {"start": 5755.63, "end": 5756.69, "word": " الآن", "probability": 0.57403564453125}, {"start": 5756.69, "end": 5756.97, "word": " عندنا", "probability": 0.815185546875}, {"start": 5756.97, "end": 5757.25, "word": " سرعة", "probability": 0.8815104166666666}, {"start": 5757.25, "end": 5757.59, "word": " مهولة", "probability": 0.9405517578125}, {"start": 5757.59, "end": 5757.71, "word": " في", "probability": 0.955078125}, {"start": 5757.71, "end": 5758.11, "word": " إنجاز", "probability": 0.8286946614583334}, {"start": 5758.11, "end": 5758.41, "word": " العمل", "probability": 0.950927734375}, {"start": 5758.41, "end": 5758.57, "word": " مع", "probability": 0.82373046875}, {"start": 5758.57, "end": 5759.09, "word": " المحافظة", "probability": 0.968359375}, {"start": 5759.09, "end": 5759.27, "word": " على", "probability": 0.4287109375}, {"start": 5759.27, "end": 5759.59, "word": " إيش", "probability": 0.8121744791666666}, {"start": 5759.59, "end": 5760.39, "word": " الجودة", "probability": 0.9444986979166666}, {"start": 5760.39, "end": 5763.19, "word": " شكرا", "probability": 0.6542154947916666}, {"start": 5763.19, "end": 5763.31, "word": " يا", "probability": 0.92578125}, {"start": 5763.31, "end": 5763.53, "word": " سهر", "probability": 0.7251790364583334}, {"start": 5763.53, "end": 5764.97, "word": " المجتمعات", "probability": 0.92578125}, {"start": 5764.97, "end": 5765.83, "word": " الحديثة", "probability": 0.98193359375}, {"start": 5765.83, "end": 5766.31, "word": " إيش", "probability": 0.9098307291666666}, {"start": 5766.31, "end": 5770.73, "word": " خصائصها؟", "probability": 0.9047444661458334}, {"start": 5770.73, "end": 5774.11, "word": " خصائص", "probability": 0.7816162109375}, {"start": 5774.11, "end": 5774.63, "word": " المجتمعات", "probability": 0.99296875}, {"start": 5774.63, "end": 5775.19, "word": " المتطورة", "probability": 0.940234375}, {"start": 5775.19, "end": 5775.81, "word": " إدارياً", "probability": 0.87197265625}], "temperature": 1.0}, {"id": 206, "seek": 580219, "start": 5777.93, "end": 5802.19, "text": "بعد ان انا اليوم اتأخرت كالنه عشرة درجة على المحاضرة كان معي موعد مع الطبيب في العيادة السادسة عشر وانا من السادسة واربع هناك عشان ما اتأخرش ايت احداشر نص طبعا لما خلصنا ومشيت بين المباني وزحمة الطلاب مشي الوجد فمن خصائص المجتمعات المتطورة احترام الوقت البنات اللي راحوا فيكوا على تركيا او اسطنبول راحوا راحزوا الاشي هذا", "tokens": [3555, 22488, 16472, 1975, 8315, 45595, 20498, 1975, 2655, 10721, 34740, 2655, 9122, 6027, 1863, 3224, 6225, 8592, 25720, 11778, 47341, 3660, 15844, 9673, 5016, 46958, 25720, 25961, 20449, 1829, 3714, 2407, 22488, 20449, 41950, 21292, 3555, 8978, 18863, 1829, 18513, 3660, 21136, 18513, 3794, 3660, 6225, 46309, 4032, 7649, 995, 9154, 21136, 18513, 3794, 3660, 4032, 9640, 3555, 3615, 34105, 4117, 6225, 8592, 7649, 19446, 1975, 2655, 10721, 34740, 8592, 1975, 36081, 1975, 24401, 33599, 2288, 8717, 9381, 23032, 3555, 3615, 995, 5296, 15042, 16490, 1211, 9381, 8315, 4032, 2304, 8592, 36081, 49374, 9673, 3555, 7649, 1829, 4032, 11622, 35571, 3660, 41950, 15040, 3555, 37893, 1829, 2423, 29245, 3215, 6156, 27842, 16490, 9381, 16373, 9381, 9673, 7435, 39237, 3615, 9307, 9673, 2655, 9566, 13063, 3660, 1975, 33753, 2288, 10943, 2423, 30543, 2655, 29739, 8315, 2655, 13672, 1829, 12602, 39319, 14407, 8978, 4117, 14407, 15844, 6055, 31747, 25528, 1975, 2407, 24525, 9566, 1863, 3555, 12610, 12602, 39319, 14407, 12602, 39319, 11622, 14407, 2423, 33599, 1829, 23758], "avg_logprob": -0.22922904066696853, "compression_ratio": 2.104693140794224, "no_speech_prob": 0.0, "words": [{"start": 5777.93, "end": 5778.25, "word": "بعد", "probability": 0.44097900390625}, {"start": 5778.25, "end": 5778.37, "word": " ان", "probability": 0.305908203125}, {"start": 5778.37, "end": 5778.55, "word": " انا", "probability": 0.90625}, {"start": 5778.55, "end": 5778.77, "word": " اليوم", "probability": 0.8505859375}, {"start": 5778.77, "end": 5779.31, "word": " اتأخرت", "probability": 0.91640625}, {"start": 5779.31, "end": 5779.57, "word": " كالنه", "probability": 0.52691650390625}, {"start": 5779.57, "end": 5779.85, "word": " عشرة", "probability": 0.7213541666666666}, {"start": 5779.85, "end": 5780.15, "word": " درجة", "probability": 0.9010416666666666}, {"start": 5780.15, "end": 5780.27, "word": " على", "probability": 0.345458984375}, {"start": 5780.27, "end": 5780.81, "word": " المحاضرة", "probability": 0.8779296875}, {"start": 5780.81, "end": 5781.65, "word": " كان", "probability": 0.8388671875}, {"start": 5781.65, "end": 5781.83, "word": " معي", "probability": 0.896240234375}, {"start": 5781.83, "end": 5782.11, "word": " موعد", "probability": 0.8785807291666666}, {"start": 5782.11, "end": 5782.27, "word": " مع", "probability": 0.98486328125}, {"start": 5782.27, "end": 5782.65, "word": " الطبيب", "probability": 0.8779296875}, {"start": 5782.65, "end": 5782.77, "word": " في", "probability": 0.8896484375}, {"start": 5782.77, "end": 5783.13, "word": " العيادة", "probability": 0.9488525390625}, {"start": 5783.13, "end": 5783.45, "word": " السادسة", "probability": 0.58685302734375}, {"start": 5783.45, "end": 5783.73, "word": " عشر", "probability": 0.7197265625}, {"start": 5783.73, "end": 5784.77, "word": " وانا", "probability": 0.7425130208333334}, {"start": 5784.77, "end": 5784.89, "word": " من", "probability": 0.98974609375}, {"start": 5784.89, "end": 5785.43, "word": " السادسة", "probability": 0.921142578125}, {"start": 5785.43, "end": 5785.71, "word": " واربع", "probability": 0.61334228515625}, {"start": 5785.71, "end": 5786.17, "word": " هناك", "probability": 0.989990234375}, {"start": 5786.17, "end": 5786.59, "word": " عشان", "probability": 0.7386067708333334}, {"start": 5786.59, "end": 5786.71, "word": " ما", "probability": 0.393310546875}, {"start": 5786.71, "end": 5787.31, "word": " اتأخرش", "probability": 0.87841796875}, {"start": 5787.31, "end": 5788.25, "word": " ايت", "probability": 0.204742431640625}, {"start": 5788.25, "end": 5788.65, "word": " احداشر", "probability": 0.6688232421875}, {"start": 5788.65, "end": 5788.95, "word": " نص", "probability": 0.843994140625}, {"start": 5788.95, "end": 5790.79, "word": " طبعا", "probability": 0.9775390625}, {"start": 5790.79, "end": 5791.05, "word": " لما", "probability": 0.8984375}, {"start": 5791.05, "end": 5791.91, "word": " خلصنا", "probability": 0.994873046875}, {"start": 5791.91, "end": 5792.69, "word": " ومشيت", "probability": 0.940673828125}, {"start": 5792.69, "end": 5792.89, "word": " بين", "probability": 0.76220703125}, {"start": 5792.89, "end": 5793.35, "word": " المباني", "probability": 0.95458984375}, {"start": 5793.35, "end": 5793.77, "word": " وزحمة", "probability": 0.880859375}, {"start": 5793.77, "end": 5794.29, "word": " الطلاب", "probability": 0.9518229166666666}, {"start": 5794.29, "end": 5794.63, "word": " مشي", "probability": 0.64697265625}, {"start": 5794.63, "end": 5794.97, "word": " الوجد", "probability": 0.8806966145833334}, {"start": 5794.97, "end": 5795.87, "word": " فمن", "probability": 0.8916015625}, {"start": 5795.87, "end": 5796.33, "word": " خصائص", "probability": 0.9801025390625}, {"start": 5796.33, "end": 5796.93, "word": " المجتمعات", "probability": 0.97197265625}, {"start": 5796.93, "end": 5797.65, "word": " المتطورة", "probability": 0.99169921875}, {"start": 5797.65, "end": 5798.09, "word": " احترام", "probability": 0.8797607421875}, {"start": 5798.09, "end": 5798.53, "word": " الوقت", "probability": 0.9855143229166666}, {"start": 5798.53, "end": 5799.43, "word": " البنات", "probability": 0.96826171875}, {"start": 5799.43, "end": 5799.55, "word": " اللي", "probability": 0.93212890625}, {"start": 5799.55, "end": 5799.77, "word": " راحوا", "probability": 0.94482421875}, {"start": 5799.77, "end": 5800.05, "word": " فيكوا", "probability": 0.7196044921875}, {"start": 5800.05, "end": 5800.15, "word": " على", "probability": 0.297119140625}, {"start": 5800.15, "end": 5800.49, "word": " تركيا", "probability": 0.97607421875}, {"start": 5800.49, "end": 5800.63, "word": " او", "probability": 0.892333984375}, {"start": 5800.63, "end": 5801.05, "word": " اسطنبول", "probability": 0.85478515625}, {"start": 5801.05, "end": 5801.35, "word": " راحوا", "probability": 0.9630533854166666}, {"start": 5801.35, "end": 5801.75, "word": " راحزوا", "probability": 0.87060546875}, {"start": 5801.75, "end": 5801.97, "word": " الاشي", "probability": 0.8292643229166666}, {"start": 5801.97, "end": 5802.19, "word": " هذا", "probability": 0.8193359375}], "temperature": 1.0}, {"id": 207, "seek": 582911, "start": 5803.23, "end": 5829.11, "text": "لما يقولك عشرة و تيجي عشرة و دقيقة بتطلع فيك ينظر ان انت يعنياش مش محترم الوقت طب دقيقة لأ مافيش حاجة اسمها دقيقة عارفين الدقائق في البارثة ممكن تخسرنا ملايين الدولارات اول حاجة احترام الوقت ماشي تسعة يعني تسعة احنا عندنا ما شاء الله تسعة يعني عشرة و عشر يعني احداشر و ممكن ميجوش اصلا اتنين الانفتاح وقوة جديد", "tokens": [1211, 15042, 7251, 39648, 4117, 6225, 8592, 25720, 4032, 6055, 1829, 7435, 1829, 6225, 8592, 25720, 4032, 11778, 38436, 28671, 39894, 9566, 1211, 3615, 8978, 4117, 7251, 1863, 19913, 2288, 16472, 16472, 2655, 37495, 22653, 33599, 37893, 3714, 33753, 2288, 2304, 2423, 30543, 2655, 23032, 3555, 11778, 38436, 28671, 5296, 10721, 19446, 41185, 8592, 11331, 26108, 3660, 24525, 2304, 11296, 11778, 38436, 28671, 6225, 9640, 5172, 9957, 32748, 4587, 16373, 4587, 8978, 29739, 9640, 12984, 3660, 3714, 43020, 6055, 9778, 3794, 2288, 8315, 3714, 15040, 1829, 9957, 32748, 12610, 9640, 9307, 1975, 12610, 11331, 26108, 3660, 1975, 33753, 2288, 10943, 2423, 30543, 2655, 3714, 33599, 1829, 6055, 3794, 27884, 37495, 22653, 6055, 3794, 27884, 1975, 5016, 8315, 43242, 8315, 19446, 13412, 16606, 21984, 6055, 3794, 27884, 37495, 22653, 6225, 8592, 25720, 4032, 6225, 46309, 37495, 22653, 1975, 24401, 33599, 2288, 4032, 3714, 43020, 3714, 1829, 7435, 2407, 8592, 1975, 9381, 15040, 1975, 2655, 1863, 9957, 2423, 7649, 5172, 2655, 39319, 4032, 4587, 2407, 3660, 10874, 16254, 3215], "avg_logprob": -0.17085193452380953, "compression_ratio": 2.158301158301158, "no_speech_prob": 0.0, "words": [{"start": 5803.23, "end": 5803.55, "word": "لما", "probability": 0.769287109375}, {"start": 5803.55, "end": 5803.99, "word": " يقولك", "probability": 0.9371744791666666}, {"start": 5803.99, "end": 5804.49, "word": " عشرة", "probability": 0.8369140625}, {"start": 5804.49, "end": 5805.17, "word": " و", "probability": 0.60986328125}, {"start": 5805.17, "end": 5805.47, "word": " تيجي", "probability": 0.8975830078125}, {"start": 5805.47, "end": 5805.83, "word": " عشرة", "probability": 0.9430338541666666}, {"start": 5805.83, "end": 5805.95, "word": " و", "probability": 0.9287109375}, {"start": 5805.95, "end": 5806.23, "word": " دقيقة", "probability": 0.96240234375}, {"start": 5806.23, "end": 5806.71, "word": " بتطلع", "probability": 0.92333984375}, {"start": 5806.71, "end": 5806.95, "word": " فيك", "probability": 0.946044921875}, {"start": 5806.95, "end": 5807.23, "word": " ينظر", "probability": 0.672607421875}, {"start": 5807.23, "end": 5807.35, "word": " ان", "probability": 0.491943359375}, {"start": 5807.35, "end": 5807.63, "word": " انت", "probability": 0.750732421875}, {"start": 5807.63, "end": 5808.13, "word": " يعنياش", "probability": 0.665771484375}, {"start": 5808.13, "end": 5808.61, "word": " مش", "probability": 0.890625}, {"start": 5808.61, "end": 5809.01, "word": " محترم", "probability": 0.956787109375}, {"start": 5809.01, "end": 5809.37, "word": " الوقت", "probability": 0.9884440104166666}, {"start": 5809.37, "end": 5810.11, "word": " طب", "probability": 0.873291015625}, {"start": 5810.11, "end": 5810.45, "word": " دقيقة", "probability": 0.9814453125}, {"start": 5810.45, "end": 5810.61, "word": " لأ", "probability": 0.783203125}, {"start": 5810.61, "end": 5810.77, "word": " مافيش", "probability": 0.7079264322916666}, {"start": 5810.77, "end": 5810.89, "word": " حاجة", "probability": 0.9879557291666666}, {"start": 5810.89, "end": 5811.13, "word": " اسمها", "probability": 0.8826497395833334}, {"start": 5811.13, "end": 5811.81, "word": " دقيقة", "probability": 0.984375}, {"start": 5811.81, "end": 5813.03, "word": " عارفين", "probability": 0.9356689453125}, {"start": 5813.03, "end": 5813.51, "word": " الدقائق", "probability": 0.821533203125}, {"start": 5813.51, "end": 5813.67, "word": " في", "probability": 0.8603515625}, {"start": 5813.67, "end": 5814.11, "word": " البارثة", "probability": 0.61627197265625}, {"start": 5814.11, "end": 5814.37, "word": " ممكن", "probability": 0.99267578125}, {"start": 5814.37, "end": 5815.23, "word": " تخسرنا", "probability": 0.9892578125}, {"start": 5815.23, "end": 5815.67, "word": " ملايين", "probability": 0.951171875}, {"start": 5815.67, "end": 5816.51, "word": " الدولارات", "probability": 0.9754638671875}, {"start": 5816.51, "end": 5817.59, "word": " اول", "probability": 0.712890625}, {"start": 5817.59, "end": 5817.87, "word": " حاجة", "probability": 0.9918619791666666}, {"start": 5817.87, "end": 5818.25, "word": " احترام", "probability": 0.88720703125}, {"start": 5818.25, "end": 5819.57, "word": " الوقت", "probability": 0.9845377604166666}, {"start": 5819.57, "end": 5820.23, "word": " ماشي", "probability": 0.742919921875}, {"start": 5820.23, "end": 5821.25, "word": " تسعة", "probability": 0.9176432291666666}, {"start": 5821.25, "end": 5821.53, "word": " يعني", "probability": 0.971923828125}, {"start": 5821.53, "end": 5822.01, "word": " تسعة", "probability": 0.9835611979166666}, {"start": 5822.01, "end": 5822.55, "word": " احنا", "probability": 0.9305013020833334}, {"start": 5822.55, "end": 5822.81, "word": " عندنا", "probability": 0.827392578125}, {"start": 5822.81, "end": 5822.97, "word": " ما", "probability": 0.6748046875}, {"start": 5822.97, "end": 5823.11, "word": " شاء", "probability": 0.95166015625}, {"start": 5823.11, "end": 5823.37, "word": " الله", "probability": 0.93017578125}, {"start": 5823.37, "end": 5823.97, "word": " تسعة", "probability": 0.9700520833333334}, {"start": 5823.97, "end": 5824.17, "word": " يعني", "probability": 0.976806640625}, {"start": 5824.17, "end": 5824.47, "word": " عشرة", "probability": 0.9503580729166666}, {"start": 5824.47, "end": 5824.59, "word": " و", "probability": 0.9189453125}, {"start": 5824.59, "end": 5824.75, "word": " عشر", "probability": 0.683837890625}, {"start": 5824.75, "end": 5824.89, "word": " يعني", "probability": 0.947265625}, {"start": 5824.89, "end": 5825.21, "word": " احداشر", "probability": 0.73321533203125}, {"start": 5825.21, "end": 5825.27, "word": " و", "probability": 0.74365234375}, {"start": 5825.27, "end": 5825.41, "word": " ممكن", "probability": 0.6552734375}, {"start": 5825.41, "end": 5825.73, "word": " ميجوش", "probability": 0.77734375}, {"start": 5825.73, "end": 5826.01, "word": " اصلا", "probability": 0.9322916666666666}, {"start": 5826.01, "end": 5827.25, "word": " اتنين", "probability": 0.81048583984375}, {"start": 5827.25, "end": 5828.21, "word": " الانفتاح", "probability": 0.93984375}, {"start": 5828.21, "end": 5828.55, "word": " وقوة", "probability": 0.58880615234375}, {"start": 5828.55, "end": 5829.11, "word": " جديد", "probability": 0.93408203125}], "temperature": 1.0}, {"id": 208, "seek": 585835, "start": 5829.79, "end": 5858.35, "text": "هذه للأسف مش موجودة في المجتمع اللي هو تقبل الرأي الآخر يعني أنت ممكن تلاقي بين سميرة و هناك مشاكل بس عشان اختلاف و إشارة النظر أما الاتنين كويسين وطيبين بس خلاص يعني كل واحد شايف نفسه صح هذه جايانة من اللي هي بنسميها التنوع التقافي شو معنى التنوع التقافي؟ أن يكون عندي في المؤسسة كده جنسية و كده ديانة لازم أنا كمديرة أستوعبهم كلهم و ماحسسش حدا بالعنصرية، تلاتة", "tokens": [3224, 24192, 24976, 10721, 3794, 5172, 37893, 3714, 29245, 23328, 3660, 8978, 9673, 7435, 39237, 3615, 13672, 1829, 31439, 6055, 4587, 36150, 34892, 10721, 1829, 6024, 95, 34740, 37495, 22653, 14739, 2655, 3714, 43020, 6055, 15040, 38436, 49374, 8608, 2304, 48923, 4032, 8032, 8315, 4117, 37893, 995, 28820, 4724, 3794, 6225, 8592, 7649, 1975, 46456, 15040, 5172, 4032, 11933, 8592, 9640, 3660, 28239, 19913, 2288, 5551, 15042, 2423, 9307, 1863, 9957, 9122, 45865, 3794, 9957, 4032, 9566, 1829, 3555, 9957, 4724, 3794, 16490, 1211, 33546, 37495, 22653, 28242, 36764, 24401, 13412, 995, 33911, 8717, 36178, 3224, 20328, 5016, 29538, 10874, 47302, 7649, 3660, 9154, 13672, 1829, 39896, 44945, 38251, 1829, 11296, 16712, 1863, 45367, 16712, 4587, 31845, 1829, 13412, 2407, 20449, 1863, 7578, 16712, 1863, 45367, 16712, 4587, 31845, 1829, 22807, 14739, 7251, 30544, 18871, 16254, 8978, 9673, 33604, 3794, 3794, 3660, 9122, 3215, 3224, 10874, 1863, 3794, 10632, 4032, 9122, 3215, 3224, 11778, 1829, 7649, 3660, 5296, 31377, 2304, 41850, 9122, 2304, 3215, 48923, 5551, 14851, 45367, 3555, 16095, 28242, 16095, 4032, 19446, 5016, 3794, 3794, 8592, 11331, 28259, 20666, 3615, 1863, 9381, 2288, 10632, 12399, 6055, 1211, 9307, 3660], "avg_logprob": -0.1599121098406613, "compression_ratio": 2.0727848101265822, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 5829.79, "end": 5830.13, "word": "هذه", "probability": 0.80419921875}, {"start": 5830.13, "end": 5830.47, "word": " للأسف", "probability": 0.84014892578125}, {"start": 5830.47, "end": 5830.61, "word": " مش", "probability": 0.5234375}, {"start": 5830.61, "end": 5830.89, "word": " موجودة", "probability": 0.97705078125}, {"start": 5830.89, "end": 5830.97, "word": " في", "probability": 0.953125}, {"start": 5830.97, "end": 5831.29, "word": " المجتمع", "probability": 0.97509765625}, {"start": 5831.29, "end": 5831.45, "word": " اللي", "probability": 0.501953125}, {"start": 5831.45, "end": 5831.57, "word": " هو", "probability": 0.990234375}, {"start": 5831.57, "end": 5832.01, "word": " تقبل", "probability": 0.953125}, {"start": 5832.01, "end": 5832.35, "word": " الرأي", "probability": 0.9669596354166666}, {"start": 5832.35, "end": 5832.73, "word": " الآخر", "probability": 0.92333984375}, {"start": 5832.73, "end": 5832.99, "word": " يعني", "probability": 0.732666015625}, {"start": 5832.99, "end": 5833.27, "word": " أنت", "probability": 0.67626953125}, {"start": 5833.27, "end": 5833.51, "word": " ممكن", "probability": 0.992919921875}, {"start": 5833.51, "end": 5833.77, "word": " تلاقي", "probability": 0.8377278645833334}, {"start": 5833.77, "end": 5833.97, "word": " بين", "probability": 0.90380859375}, {"start": 5833.97, "end": 5834.81, "word": " سميرة", "probability": 0.687255859375}, {"start": 5834.81, "end": 5835.67, "word": " و", "probability": 0.71728515625}, {"start": 5835.67, "end": 5836.05, "word": " هناك", "probability": 0.4438883463541667}, {"start": 5836.05, "end": 5836.67, "word": " مشاكل", "probability": 0.9923502604166666}, {"start": 5836.67, "end": 5836.93, "word": " بس", "probability": 0.921875}, {"start": 5836.93, "end": 5837.09, "word": " عشان", "probability": 0.9622395833333334}, {"start": 5837.09, "end": 5837.49, "word": " اختلاف", "probability": 0.8780517578125}, {"start": 5837.49, "end": 5837.57, "word": " و", "probability": 0.314208984375}, {"start": 5837.57, "end": 5837.75, "word": " إشارة", "probability": 0.7030029296875}, {"start": 5837.75, "end": 5838.29, "word": " النظر", "probability": 0.9855143229166666}, {"start": 5838.29, "end": 5839.11, "word": " أما", "probability": 0.93408203125}, {"start": 5839.11, "end": 5839.35, "word": " الاتنين", "probability": 0.767822265625}, {"start": 5839.35, "end": 5839.75, "word": " كويسين", "probability": 0.742828369140625}, {"start": 5839.75, "end": 5840.17, "word": " وطيبين", "probability": 0.9349609375}, {"start": 5840.17, "end": 5840.33, "word": " بس", "probability": 0.909912109375}, {"start": 5840.33, "end": 5840.63, "word": " خلاص", "probability": 0.98583984375}, {"start": 5840.63, "end": 5841.35, "word": " يعني", "probability": 0.938232421875}, {"start": 5841.35, "end": 5841.65, "word": " كل", "probability": 0.70263671875}, {"start": 5841.65, "end": 5841.79, "word": " واحد", "probability": 0.994873046875}, {"start": 5841.79, "end": 5842.03, "word": " شايف", "probability": 0.9894205729166666}, {"start": 5842.03, "end": 5842.29, "word": " نفسه", "probability": 0.9962565104166666}, {"start": 5842.29, "end": 5842.55, "word": " صح", "probability": 0.99169921875}, {"start": 5842.55, "end": 5844.19, "word": " هذه", "probability": 0.34375}, {"start": 5844.19, "end": 5844.81, "word": " جايانة", "probability": 0.9154052734375}, {"start": 5844.81, "end": 5845.07, "word": " من", "probability": 0.990234375}, {"start": 5845.07, "end": 5845.45, "word": " اللي", "probability": 0.935546875}, {"start": 5845.45, "end": 5845.77, "word": " هي", "probability": 0.77685546875}, {"start": 5845.77, "end": 5846.41, "word": " بنسميها", "probability": 0.9368896484375}, {"start": 5846.41, "end": 5847.09, "word": " التنوع", "probability": 0.970703125}, {"start": 5847.09, "end": 5847.77, "word": " التقافي", "probability": 0.9100341796875}, {"start": 5847.77, "end": 5847.95, "word": " شو", "probability": 0.79345703125}, {"start": 5847.95, "end": 5848.15, "word": " معنى", "probability": 0.8821614583333334}, {"start": 5848.15, "end": 5848.43, "word": " التنوع", "probability": 0.98583984375}, {"start": 5848.43, "end": 5849.51, "word": " التقافي؟", "probability": 0.92470703125}, {"start": 5849.51, "end": 5849.59, "word": " أن", "probability": 0.30224609375}, {"start": 5849.59, "end": 5849.83, "word": " يكون", "probability": 0.95068359375}, {"start": 5849.83, "end": 5850.07, "word": " عندي", "probability": 0.795654296875}, {"start": 5850.07, "end": 5850.19, "word": " في", "probability": 0.9833984375}, {"start": 5850.19, "end": 5850.69, "word": " المؤسسة", "probability": 0.96962890625}, {"start": 5850.69, "end": 5850.95, "word": " كده", "probability": 0.9466145833333334}, {"start": 5850.95, "end": 5851.73, "word": " جنسية", "probability": 0.9931640625}, {"start": 5851.73, "end": 5851.93, "word": " و", "probability": 0.84375}, {"start": 5851.93, "end": 5852.15, "word": " كده", "probability": 0.9801432291666666}, {"start": 5852.15, "end": 5852.77, "word": " ديانة", "probability": 0.9893798828125}, {"start": 5852.77, "end": 5854.29, "word": " لازم", "probability": 0.9611002604166666}, {"start": 5854.29, "end": 5854.49, "word": " أنا", "probability": 0.77880859375}, {"start": 5854.49, "end": 5854.89, "word": " كمديرة", "probability": 0.85723876953125}, {"start": 5854.89, "end": 5855.43, "word": " أستوعبهم", "probability": 0.8923828125}, {"start": 5855.43, "end": 5856.23, "word": " كلهم", "probability": 0.98583984375}, {"start": 5856.23, "end": 5856.41, "word": " و", "probability": 0.9443359375}, {"start": 5856.41, "end": 5856.91, "word": " ماحسسش", "probability": 0.87314453125}, {"start": 5856.91, "end": 5857.09, "word": " حدا", "probability": 0.8095703125}, {"start": 5857.09, "end": 5857.99, "word": " بالعنصرية،", "probability": 0.9274553571428571}, {"start": 5857.99, "end": 5858.35, "word": " تلاتة", "probability": 0.9432373046875}], "temperature": 1.0}, {"id": 209, "seek": 588314, "start": 5861.18, "end": 5883.14, "text": "التسامح بين أعضاء المجتمع والتفكير في المستقبل زي اليابان اليابان لما تتبعى برامجهم بتلاقيهم دايما بيحكوا عن مستقبل ومستقبل الأجيال الشيء الطبيعي لما يكون فيه في أي بلد استقرار سياسي بيؤدي ذلك لاستقطاب رؤوس الأموال زي الإمارات مثلا عدم استقرار سياسي بيؤدي لهروبها", "tokens": [6027, 2655, 3794, 10943, 5016, 49374, 5551, 3615, 11242, 16606, 9673, 7435, 39237, 3615, 16070, 2655, 5172, 4117, 13546, 8978, 9673, 14851, 4587, 36150, 30767, 1829, 45595, 16758, 7649, 45595, 16758, 7649, 5296, 15042, 6055, 2655, 3555, 3615, 7578, 4724, 2288, 10943, 7435, 16095, 39894, 15040, 38436, 16095, 11778, 47302, 15042, 4724, 1829, 5016, 4117, 14407, 18871, 3714, 14851, 4587, 36150, 4032, 2304, 14851, 4587, 36150, 16247, 7435, 1829, 6027, 25124, 1829, 38207, 41950, 21292, 3615, 1829, 5296, 15042, 7251, 30544, 8978, 3224, 8978, 36632, 4724, 1211, 3215, 44713, 4587, 2288, 9640, 8608, 25528, 3794, 1829, 4724, 1829, 33604, 16254, 29910, 23275, 20193, 14851, 47432, 16758, 12602, 33604, 41779, 16247, 2304, 2407, 6027, 30767, 1829, 33688, 2304, 9640, 9307, 50113, 15040, 6225, 40448, 44713, 4587, 2288, 9640, 8608, 25528, 3794, 1829, 4724, 1829, 33604, 16254, 46740, 32887, 3555, 11296], "avg_logprob": -0.15078124670045717, "compression_ratio": 2.1043478260869564, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 5861.18, "end": 5861.86, "word": "التسامح", "probability": 0.82060546875}, {"start": 5861.86, "end": 5862.04, "word": " بين", "probability": 0.99072265625}, {"start": 5862.04, "end": 5862.28, "word": " أعضاء", "probability": 0.9295654296875}, {"start": 5862.28, "end": 5862.76, "word": " المجتمع", "probability": 0.9957275390625}, {"start": 5862.76, "end": 5863.24, "word": " والتفكير", "probability": 0.9328125}, {"start": 5863.24, "end": 5863.36, "word": " في", "probability": 0.96826171875}, {"start": 5863.36, "end": 5863.9, "word": " المستقبل", "probability": 0.98779296875}, {"start": 5863.9, "end": 5864.1, "word": " زي", "probability": 0.85302734375}, {"start": 5864.1, "end": 5864.66, "word": " اليابان", "probability": 0.9012044270833334}, {"start": 5864.66, "end": 5865.28, "word": " اليابان", "probability": 0.8610026041666666}, {"start": 5865.28, "end": 5865.54, "word": " لما", "probability": 0.9248046875}, {"start": 5865.54, "end": 5865.92, "word": " تتبعى", "probability": 0.682275390625}, {"start": 5865.92, "end": 5866.52, "word": " برامجهم", "probability": 0.97666015625}, {"start": 5866.52, "end": 5866.9, "word": " بتلاقيهم", "probability": 0.7337646484375}, {"start": 5866.9, "end": 5867.08, "word": " دايما", "probability": 0.6872965494791666}, {"start": 5867.08, "end": 5867.36, "word": " بيحكوا", "probability": 0.94150390625}, {"start": 5867.36, "end": 5867.46, "word": " عن", "probability": 0.8798828125}, {"start": 5867.46, "end": 5867.96, "word": " مستقبل", "probability": 0.9521484375}, {"start": 5867.96, "end": 5868.5, "word": " ومستقبل", "probability": 0.97734375}, {"start": 5868.5, "end": 5869.6, "word": " الأجيال", "probability": 0.8297119140625}, {"start": 5869.6, "end": 5871.84, "word": " الشيء", "probability": 0.6265462239583334}, {"start": 5871.84, "end": 5872.1, "word": " الطبيعي", "probability": 0.9439697265625}, {"start": 5872.1, "end": 5872.24, "word": " لما", "probability": 0.90185546875}, {"start": 5872.24, "end": 5872.5, "word": " يكون", "probability": 0.9892578125}, {"start": 5872.5, "end": 5872.76, "word": " فيه", "probability": 0.774658203125}, {"start": 5872.76, "end": 5872.88, "word": " في", "probability": 0.89453125}, {"start": 5872.88, "end": 5873.12, "word": " أي", "probability": 0.845703125}, {"start": 5873.12, "end": 5873.38, "word": " بلد", "probability": 0.9934895833333334}, {"start": 5873.38, "end": 5873.82, "word": " استقرار", "probability": 0.981201171875}, {"start": 5873.82, "end": 5874.52, "word": " سياسي", "probability": 0.9473876953125}, {"start": 5874.52, "end": 5875.48, "word": " بيؤدي", "probability": 0.68487548828125}, {"start": 5875.48, "end": 5875.94, "word": " ذلك", "probability": 0.752197265625}, {"start": 5875.94, "end": 5876.98, "word": " لاستقطاب", "probability": 0.76922607421875}, {"start": 5876.98, "end": 5877.32, "word": " رؤوس", "probability": 0.8416341145833334}, {"start": 5877.32, "end": 5878.0, "word": " الأموال", "probability": 0.9857177734375}, {"start": 5878.0, "end": 5878.98, "word": " زي", "probability": 0.937255859375}, {"start": 5878.98, "end": 5879.42, "word": " الإمارات", "probability": 0.9290771484375}, {"start": 5879.42, "end": 5879.96, "word": " مثلا", "probability": 0.947265625}, {"start": 5879.96, "end": 5881.4, "word": " عدم", "probability": 0.86376953125}, {"start": 5881.4, "end": 5881.82, "word": " استقرار", "probability": 0.982666015625}, {"start": 5881.82, "end": 5882.3, "word": " سياسي", "probability": 0.970458984375}, {"start": 5882.3, "end": 5882.6, "word": " بيؤدي", "probability": 0.841552734375}, {"start": 5882.6, "end": 5883.14, "word": " لهروبها", "probability": 0.8958740234375}], "temperature": 1.0}, {"id": 210, "seek": 591617, "start": 5886.93, "end": 5916.17, "text": "هنا بيحكي عن أخلاقيات العمل مش بيحكي عن الصلاة لأ بيحكي عن أخلاقياتش العمل اللي هي الأمانة في العمل الاحترام النظام شغلتها دي المنافسة العادلة و المشروعة في عالمها دي بصراحة مش موجودة المنافسة بين الشركات منافسة غير شريفة للأسف مين بدي يضارب في التاني شكرا يا أخت ساميرا يلا يا أستاذة لأ خصائص المشروعات أكتر طبعا إداريا احترام المرأة", "tokens": [3224, 8315, 4724, 1829, 5016, 4117, 1829, 18871, 5551, 9778, 15040, 4587, 1829, 9307, 18863, 42213, 37893, 4724, 1829, 5016, 4117, 1829, 18871, 31767, 15040, 3660, 5296, 10721, 4724, 1829, 5016, 4117, 1829, 18871, 5551, 9778, 15040, 4587, 1829, 9307, 8592, 18863, 42213, 13672, 1829, 39896, 16247, 2304, 7649, 3660, 8978, 18863, 42213, 42963, 33753, 2288, 10943, 28239, 19913, 10943, 13412, 17082, 1211, 2655, 11296, 11778, 1829, 9673, 8315, 36178, 3660, 18863, 18513, 37977, 4032, 9673, 8592, 32887, 27884, 8978, 6225, 45340, 11296, 11778, 1829, 4724, 9381, 23557, 5016, 3660, 37893, 3714, 29245, 23328, 3660, 9673, 8315, 36178, 3660, 49374, 25124, 31747, 9307, 3714, 8315, 36178, 3660, 32771, 13546, 13412, 16572, 5172, 3660, 24976, 10721, 3794, 5172, 3714, 9957, 4724, 16254, 7251, 11242, 9640, 3555, 8978, 16712, 7649, 1829, 13412, 4117, 23557, 35186, 5551, 46456, 8608, 10943, 13546, 995, 7251, 15040, 35186, 5551, 14851, 45636, 3660, 5296, 10721, 16490, 9381, 16373, 9381, 9673, 8592, 32887, 3615, 9307, 5551, 4117, 2655, 2288, 23032, 3555, 3615, 995, 11933, 3215, 9640, 25528, 1975, 33753, 2288, 10943, 9673, 2288, 10721, 3660], "avg_logprob": -0.20031601131966945, "compression_ratio": 2.2639405204460967, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 5886.93, "end": 5887.19, "word": "هنا", "probability": 0.751953125}, {"start": 5887.19, "end": 5887.51, "word": " بيحكي", "probability": 0.96181640625}, {"start": 5887.51, "end": 5887.65, "word": " عن", "probability": 0.9736328125}, {"start": 5887.65, "end": 5888.25, "word": " أخلاقيات", "probability": 0.8527425130208334}, {"start": 5888.25, "end": 5888.61, "word": " العمل", "probability": 0.986572265625}, {"start": 5888.61, "end": 5888.85, "word": " مش", "probability": 0.73095703125}, {"start": 5888.85, "end": 5889.09, "word": " بيحكي", "probability": 0.96845703125}, {"start": 5889.09, "end": 5889.19, "word": " عن", "probability": 0.990234375}, {"start": 5889.19, "end": 5889.59, "word": " الصلاة", "probability": 0.9807942708333334}, {"start": 5889.59, "end": 5889.83, "word": " لأ", "probability": 0.7076416015625}, {"start": 5889.83, "end": 5890.29, "word": " بيحكي", "probability": 0.9759765625}, {"start": 5890.29, "end": 5890.39, "word": " عن", "probability": 0.9521484375}, {"start": 5890.39, "end": 5891.11, "word": " أخلاقياتش", "probability": 0.7537318638392857}, {"start": 5891.11, "end": 5891.45, "word": " العمل", "probability": 0.982421875}, {"start": 5891.45, "end": 5892.21, "word": " اللي", "probability": 0.890625}, {"start": 5892.21, "end": 5892.29, "word": " هي", "probability": 0.91845703125}, {"start": 5892.29, "end": 5892.79, "word": " الأمانة", "probability": 0.981689453125}, {"start": 5892.79, "end": 5892.89, "word": " في", "probability": 0.9794921875}, {"start": 5892.89, "end": 5893.21, "word": " العمل", "probability": 0.984619140625}, {"start": 5893.21, "end": 5894.95, "word": " الاحترام", "probability": 0.84368896484375}, {"start": 5894.95, "end": 5896.01, "word": " النظام", "probability": 0.9182942708333334}, {"start": 5896.01, "end": 5896.75, "word": " شغلتها", "probability": 0.70107421875}, {"start": 5896.75, "end": 5897.67, "word": " دي", "probability": 0.853271484375}, {"start": 5897.67, "end": 5899.47, "word": " المنافسة", "probability": 0.8387451171875}, {"start": 5899.47, "end": 5899.85, "word": " العادلة", "probability": 0.9488932291666666}, {"start": 5899.85, "end": 5899.95, "word": " و", "probability": 0.58154296875}, {"start": 5899.95, "end": 5900.43, "word": " المشروعة", "probability": 0.862060546875}, {"start": 5900.43, "end": 5900.63, "word": " في", "probability": 0.771484375}, {"start": 5900.63, "end": 5900.93, "word": " عالمها", "probability": 0.45458984375}, {"start": 5900.93, "end": 5901.17, "word": " دي", "probability": 0.6182861328125}, {"start": 5901.17, "end": 5901.41, "word": " بصراحة", "probability": 0.9689453125}, {"start": 5901.41, "end": 5901.55, "word": " مش", "probability": 0.98974609375}, {"start": 5901.55, "end": 5902.11, "word": " موجودة", "probability": 0.993408203125}, {"start": 5902.11, "end": 5904.71, "word": " المنافسة", "probability": 0.9844970703125}, {"start": 5904.71, "end": 5904.89, "word": " بين", "probability": 0.98193359375}, {"start": 5904.89, "end": 5905.35, "word": " الشركات", "probability": 0.9944661458333334}, {"start": 5905.35, "end": 5906.19, "word": " منافسة", "probability": 0.9520263671875}, {"start": 5906.19, "end": 5906.65, "word": " غير", "probability": 0.996337890625}, {"start": 5906.65, "end": 5907.05, "word": " شريفة", "probability": 0.993896484375}, {"start": 5907.05, "end": 5907.49, "word": " للأسف", "probability": 0.9833984375}, {"start": 5907.49, "end": 5907.79, "word": " مين", "probability": 0.9384765625}, {"start": 5907.79, "end": 5908.05, "word": " بدي", "probability": 0.718994140625}, {"start": 5908.05, "end": 5908.37, "word": " يضارب", "probability": 0.82257080078125}, {"start": 5908.37, "end": 5908.53, "word": " في", "probability": 0.90185546875}, {"start": 5908.53, "end": 5908.89, "word": " التاني", "probability": 0.9513346354166666}, {"start": 5908.89, "end": 5909.65, "word": " شكرا", "probability": 0.8517252604166666}, {"start": 5909.65, "end": 5909.79, "word": " يا", "probability": 0.95166015625}, {"start": 5909.79, "end": 5909.93, "word": " أخت", "probability": 0.755859375}, {"start": 5909.93, "end": 5910.47, "word": " ساميرا", "probability": 0.68231201171875}, {"start": 5910.47, "end": 5911.61, "word": " يلا", "probability": 0.789794921875}, {"start": 5911.61, "end": 5911.77, "word": " يا", "probability": 0.9892578125}, {"start": 5911.77, "end": 5912.19, "word": " أستاذة", "probability": 0.8499755859375}, {"start": 5912.19, "end": 5912.89, "word": " لأ", "probability": 0.50445556640625}, {"start": 5912.89, "end": 5913.55, "word": " خصائص", "probability": 0.669677734375}, {"start": 5913.55, "end": 5914.09, "word": " المشروعات", "probability": 0.788330078125}, {"start": 5914.09, "end": 5914.39, "word": " أكتر", "probability": 0.8631591796875}, {"start": 5914.39, "end": 5914.97, "word": " طبعا", "probability": 0.62518310546875}, {"start": 5914.97, "end": 5915.41, "word": " إداريا", "probability": 0.765625}, {"start": 5915.41, "end": 5915.87, "word": " احترام", "probability": 0.8702392578125}, {"start": 5915.87, "end": 5916.17, "word": " المرأة", "probability": 0.931884765625}], "temperature": 1.0}, {"id": 211, "seek": 594510, "start": 5917.74, "end": 5945.1, "text": "طبعا القوانين ودعوة المساواة بين المرأة والرجل أدت إلى ضرورة احترام المرأة في ما كانش العمل تفسير الموضوع للأمور وعلى تحميل الأولاني بالصينية في حالة التشامين تا و لسه بنحكي لما المدير يفشل بيقول الموظفين و لما ينجح بيصير هو .. لما ننزل إعلان الوظائف بنقول مش هذا راجل و هذه ست أو هذا أبيض أو أسمان طبعا بعض الدول بتواجه المشاكل هدف لون البشرة", "tokens": [9566, 3555, 3615, 995, 25062, 2407, 7649, 9957, 4032, 3215, 3615, 2407, 3660, 9673, 3794, 995, 14407, 3660, 49374, 9673, 2288, 10721, 3660, 16070, 47341, 1211, 5551, 3215, 2655, 30731, 48812, 2288, 13063, 3660, 1975, 33753, 2288, 10943, 9673, 2288, 10721, 3660, 8978, 19446, 25961, 8592, 18863, 42213, 6055, 36178, 13546, 9673, 2407, 11242, 45367, 24976, 10721, 2304, 13063, 4032, 3615, 23942, 6055, 35571, 26895, 16247, 12610, 7649, 1829, 20666, 9381, 9957, 10632, 8978, 11331, 6027, 3660, 16712, 8592, 10943, 9957, 6055, 995, 4032, 5296, 3794, 3224, 44945, 5016, 4117, 1829, 5296, 15042, 9673, 3215, 13546, 7251, 5172, 8592, 1211, 4724, 1829, 39648, 9673, 2407, 19913, 5172, 9957, 4032, 5296, 15042, 7251, 1863, 7435, 5016, 4724, 1829, 9381, 13546, 31439, 4386, 5296, 15042, 8717, 1863, 11622, 1211, 11933, 30241, 7649, 2423, 2407, 19913, 16373, 5172, 44945, 39648, 37893, 23758, 12602, 26108, 1211, 4032, 29538, 8608, 2655, 34051, 23758, 5551, 21292, 11242, 34051, 5551, 38251, 7649, 23032, 3555, 3615, 995, 45030, 11242, 32748, 12610, 39894, 2407, 26108, 3224, 9673, 8592, 995, 28820, 8032, 3215, 5172, 5296, 11536, 29739, 8592, 25720], "avg_logprob": -0.21753472222222223, "compression_ratio": 2.0598006644518274, "no_speech_prob": 0.0, "words": [{"start": 5917.74, "end": 5918.12, "word": "طبعا", "probability": 0.9427490234375}, {"start": 5918.12, "end": 5918.96, "word": " القوانين", "probability": 0.85125732421875}, {"start": 5918.96, "end": 5920.04, "word": " ودعوة", "probability": 0.9576171875}, {"start": 5920.04, "end": 5920.78, "word": " المساواة", "probability": 0.92958984375}, {"start": 5920.78, "end": 5920.96, "word": " بين", "probability": 0.98583984375}, {"start": 5920.96, "end": 5921.34, "word": " المرأة", "probability": 0.9805908203125}, {"start": 5921.34, "end": 5921.92, "word": " والرجل", "probability": 0.76220703125}, {"start": 5921.92, "end": 5922.58, "word": " أدت", "probability": 0.7938639322916666}, {"start": 5922.58, "end": 5922.74, "word": " إلى", "probability": 0.96435546875}, {"start": 5922.74, "end": 5923.36, "word": " ضرورة", "probability": 0.954833984375}, {"start": 5923.36, "end": 5923.98, "word": " احترام", "probability": 0.9632568359375}, {"start": 5923.98, "end": 5924.44, "word": " المرأة", "probability": 0.9942626953125}, {"start": 5924.44, "end": 5924.6, "word": " في", "probability": 0.98046875}, {"start": 5924.6, "end": 5924.72, "word": " ما", "probability": 0.5}, {"start": 5924.72, "end": 5925.32, "word": " كانش", "probability": 0.80419921875}, {"start": 5925.32, "end": 5926.06, "word": " العمل", "probability": 0.9833984375}, {"start": 5926.06, "end": 5927.22, "word": " تفسير", "probability": 0.7789713541666666}, {"start": 5927.22, "end": 5927.6, "word": " الموضوع", "probability": 0.9931640625}, {"start": 5927.6, "end": 5928.12, "word": " للأمور", "probability": 0.7904052734375}, {"start": 5928.12, "end": 5928.36, "word": " وعلى", "probability": 0.83984375}, {"start": 5928.36, "end": 5928.76, "word": " تحميل", "probability": 0.798828125}, {"start": 5928.76, "end": 5929.14, "word": " الأولاني", "probability": 0.61669921875}, {"start": 5929.14, "end": 5929.68, "word": " بالصينية", "probability": 0.616241455078125}, {"start": 5929.68, "end": 5929.84, "word": " في", "probability": 0.59716796875}, {"start": 5929.84, "end": 5930.2, "word": " حالة", "probability": 0.8772786458333334}, {"start": 5930.2, "end": 5930.62, "word": " التشامين", "probability": 0.605743408203125}, {"start": 5930.62, "end": 5930.82, "word": " تا", "probability": 0.246826171875}, {"start": 5930.82, "end": 5930.9, "word": " و", "probability": 0.796875}, {"start": 5930.9, "end": 5931.14, "word": " لسه", "probability": 0.85400390625}, {"start": 5931.14, "end": 5931.5, "word": " بنحكي", "probability": 0.9407958984375}, {"start": 5931.5, "end": 5931.68, "word": " لما", "probability": 0.839111328125}, {"start": 5931.68, "end": 5932.04, "word": " المدير", "probability": 0.9817708333333334}, {"start": 5932.04, "end": 5932.44, "word": " يفشل", "probability": 0.9873046875}, {"start": 5932.44, "end": 5932.68, "word": " بيقول", "probability": 0.8225911458333334}, {"start": 5932.68, "end": 5933.34, "word": " الموظفين", "probability": 0.94658203125}, {"start": 5933.34, "end": 5934.32, "word": " و", "probability": 0.8486328125}, {"start": 5934.32, "end": 5934.5, "word": " لما", "probability": 0.787841796875}, {"start": 5934.5, "end": 5934.82, "word": " ينجح", "probability": 0.9874267578125}, {"start": 5934.82, "end": 5935.14, "word": " بيصير", "probability": 0.938232421875}, {"start": 5935.14, "end": 5935.44, "word": " هو", "probability": 0.99267578125}, {"start": 5935.44, "end": 5935.84, "word": " ..", "probability": 0.15869140625}, {"start": 5935.84, "end": 5938.92, "word": " لما", "probability": 0.58642578125}, {"start": 5938.92, "end": 5939.3, "word": " ننزل", "probability": 0.8475341796875}, {"start": 5939.3, "end": 5939.56, "word": " إعلان", "probability": 0.5030924479166666}, {"start": 5939.56, "end": 5940.04, "word": " الوظائف", "probability": 0.90966796875}, {"start": 5940.04, "end": 5940.34, "word": " بنقول", "probability": 0.901611328125}, {"start": 5940.34, "end": 5940.52, "word": " مش", "probability": 0.2890625}, {"start": 5940.52, "end": 5940.72, "word": " هذا", "probability": 0.473876953125}, {"start": 5940.72, "end": 5941.14, "word": " راجل", "probability": 0.8338216145833334}, {"start": 5941.14, "end": 5941.2, "word": " و", "probability": 0.496826171875}, {"start": 5941.2, "end": 5941.4, "word": " هذه", "probability": 0.450927734375}, {"start": 5941.4, "end": 5941.7, "word": " ست", "probability": 0.927490234375}, {"start": 5941.7, "end": 5941.84, "word": " أو", "probability": 0.9267578125}, {"start": 5941.84, "end": 5942.08, "word": " هذا", "probability": 0.80517578125}, {"start": 5942.08, "end": 5942.42, "word": " أبيض", "probability": 0.9715169270833334}, {"start": 5942.42, "end": 5942.56, "word": " أو", "probability": 0.95849609375}, {"start": 5942.56, "end": 5942.88, "word": " أسمان", "probability": 0.7047526041666666}, {"start": 5942.88, "end": 5943.12, "word": " طبعا", "probability": 0.93017578125}, {"start": 5943.12, "end": 5943.34, "word": " بعض", "probability": 0.964599609375}, {"start": 5943.34, "end": 5943.54, "word": " الدول", "probability": 0.988037109375}, {"start": 5943.54, "end": 5943.9, "word": " بتواجه", "probability": 0.95849609375}, {"start": 5943.9, "end": 5944.28, "word": " المشاكل", "probability": 0.9893798828125}, {"start": 5944.28, "end": 5944.54, "word": " هدف", "probability": 0.6995442708333334}, {"start": 5944.54, "end": 5944.7, "word": " لون", "probability": 0.86572265625}, {"start": 5944.7, "end": 5945.1, "word": " البشرة", "probability": 0.9775390625}], "temperature": 1.0}, {"id": 212, "seek": 597415, "start": 5945.77, "end": 5974.15, "text": "اللي عنده اللي هي المواهلات المطلوبة والخبرة هو اللي يتاخد بغض النظر عن لغته أو شكله لأن بعض الشعوب بتعاني من الشكل هذه المراكز البحث العلمي والجامعات بتحل مشاكل المنظمات والمنظمات بتدعم مراكز البحث العلمي والجامعات لإجراء إيش لإجراء بحث مثلا عندنا بعض المواد الكيمينية بيجيوا على مختبرات الجامعة بيفحصوها مثلا أو التربة هذا المقصود فيها", "tokens": [6027, 20292, 43242, 3224, 13672, 1829, 39896, 9673, 14407, 3224, 1211, 9307, 9673, 9566, 1211, 37746, 3660, 16070, 9778, 3555, 25720, 31439, 13672, 1829, 7251, 2655, 47283, 3215, 4724, 17082, 11242, 28239, 19913, 2288, 18871, 5296, 17082, 47395, 34051, 13412, 28820, 3224, 5296, 33456, 45030, 11242, 25124, 3615, 37746, 39894, 3615, 7649, 1829, 9154, 25124, 28820, 29538, 9673, 23557, 4117, 11622, 29739, 5016, 12984, 18863, 19528, 1829, 16070, 7435, 10943, 3615, 9307, 39894, 5016, 1211, 37893, 995, 28820, 9673, 1863, 19913, 2304, 9307, 16070, 27842, 19913, 2304, 9307, 39894, 3215, 25957, 3714, 23557, 4117, 11622, 29739, 5016, 12984, 18863, 19528, 1829, 16070, 7435, 10943, 3615, 9307, 5296, 28814, 7435, 2288, 16606, 11933, 1829, 8592, 5296, 28814, 7435, 2288, 16606, 4724, 5016, 12984, 50113, 15040, 43242, 8315, 45030, 11242, 9673, 14407, 3215, 33251, 32640, 9957, 10632, 4724, 1829, 7435, 1829, 14407, 15844, 3714, 46456, 26890, 9307, 25724, 10943, 27884, 4724, 33911, 5016, 9381, 2407, 11296, 50113, 15040, 34051, 16712, 25513, 3660, 23758, 9673, 4587, 9381, 23328, 8978, 11296], "avg_logprob": -0.13690475959862983, "compression_ratio": 2.250909090909091, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 5945.77, "end": 5946.19, "word": "اللي", "probability": 0.960205078125}, {"start": 5946.19, "end": 5946.85, "word": " عنده", "probability": 0.988525390625}, {"start": 5946.85, "end": 5948.33, "word": " اللي", "probability": 0.807373046875}, {"start": 5948.33, "end": 5948.45, "word": " هي", "probability": 0.884765625}, {"start": 5948.45, "end": 5948.93, "word": " المواهلات", "probability": 0.813671875}, {"start": 5948.93, "end": 5949.37, "word": " المطلوبة", "probability": 0.9892578125}, {"start": 5949.37, "end": 5949.81, "word": " والخبرة", "probability": 0.7535400390625}, {"start": 5949.81, "end": 5949.95, "word": " هو", "probability": 0.70263671875}, {"start": 5949.95, "end": 5950.05, "word": " اللي", "probability": 0.94677734375}, {"start": 5950.05, "end": 5950.55, "word": " يتاخد", "probability": 0.8905029296875}, {"start": 5950.55, "end": 5951.37, "word": " بغض", "probability": 0.87060546875}, {"start": 5951.37, "end": 5951.69, "word": " النظر", "probability": 0.9811197916666666}, {"start": 5951.69, "end": 5951.83, "word": " عن", "probability": 0.7763671875}, {"start": 5951.83, "end": 5952.17, "word": " لغته", "probability": 0.8186848958333334}, {"start": 5952.17, "end": 5952.33, "word": " أو", "probability": 0.7900390625}, {"start": 5952.33, "end": 5952.73, "word": " شكله", "probability": 0.9894205729166666}, {"start": 5952.73, "end": 5952.95, "word": " لأن", "probability": 0.877197265625}, {"start": 5952.95, "end": 5953.23, "word": " بعض", "probability": 0.978515625}, {"start": 5953.23, "end": 5953.89, "word": " الشعوب", "probability": 0.95068359375}, {"start": 5953.89, "end": 5954.19, "word": " بتعاني", "probability": 0.8341064453125}, {"start": 5954.19, "end": 5954.31, "word": " من", "probability": 0.98583984375}, {"start": 5954.31, "end": 5954.59, "word": " الشكل", "probability": 0.930908203125}, {"start": 5954.59, "end": 5954.83, "word": " هذه", "probability": 0.27880859375}, {"start": 5954.83, "end": 5959.75, "word": " المراكز", "probability": 0.795654296875}, {"start": 5959.75, "end": 5960.03, "word": " البحث", "probability": 0.9222005208333334}, {"start": 5960.03, "end": 5960.25, "word": " العلمي", "probability": 0.7960611979166666}, {"start": 5960.25, "end": 5960.65, "word": " والجامعات", "probability": 0.89169921875}, {"start": 5960.65, "end": 5960.95, "word": " بتحل", "probability": 0.8605143229166666}, {"start": 5960.95, "end": 5961.39, "word": " مشاكل", "probability": 0.96533203125}, {"start": 5961.39, "end": 5961.95, "word": " المنظمات", "probability": 0.96796875}, {"start": 5961.95, "end": 5962.51, "word": " والمنظمات", "probability": 0.92080078125}, {"start": 5962.51, "end": 5963.17, "word": " بتدعم", "probability": 0.9879557291666666}, {"start": 5963.17, "end": 5963.79, "word": " مراكز", "probability": 0.962158203125}, {"start": 5963.79, "end": 5964.07, "word": " البحث", "probability": 0.9959309895833334}, {"start": 5964.07, "end": 5964.33, "word": " العلمي", "probability": 0.97412109375}, {"start": 5964.33, "end": 5964.83, "word": " والجامعات", "probability": 0.946484375}, {"start": 5964.83, "end": 5965.25, "word": " لإجراء", "probability": 0.852294921875}, {"start": 5965.25, "end": 5965.47, "word": " إيش", "probability": 0.544677734375}, {"start": 5965.47, "end": 5965.99, "word": " لإجراء", "probability": 0.97529296875}, {"start": 5965.99, "end": 5966.51, "word": " بحث", "probability": 0.733154296875}, {"start": 5966.51, "end": 5968.09, "word": " مثلا", "probability": 0.86474609375}, {"start": 5968.09, "end": 5968.35, "word": " عندنا", "probability": 0.91357421875}, {"start": 5968.35, "end": 5968.63, "word": " بعض", "probability": 0.962158203125}, {"start": 5968.63, "end": 5969.87, "word": " المواد", "probability": 0.96533203125}, {"start": 5969.87, "end": 5970.27, "word": " الكيمينية", "probability": 0.83758544921875}, {"start": 5970.27, "end": 5970.55, "word": " بيجيوا", "probability": 0.83984375}, {"start": 5970.55, "end": 5970.63, "word": " على", "probability": 0.64892578125}, {"start": 5970.63, "end": 5971.03, "word": " مختبرات", "probability": 0.9786376953125}, {"start": 5971.03, "end": 5971.27, "word": " الجامعة", "probability": 0.9908854166666666}, {"start": 5971.27, "end": 5971.81, "word": " بيفحصوها", "probability": 0.90869140625}, {"start": 5971.81, "end": 5972.11, "word": " مثلا", "probability": 0.84716796875}, {"start": 5972.11, "end": 5972.51, "word": " أو", "probability": 0.916015625}, {"start": 5972.51, "end": 5973.27, "word": " التربة", "probability": 0.8587239583333334}, {"start": 5973.27, "end": 5973.47, "word": " هذا", "probability": 0.70654296875}, {"start": 5973.47, "end": 5973.89, "word": " المقصود", "probability": 0.9703369140625}, {"start": 5973.89, "end": 5974.15, "word": " فيها", "probability": 0.778076171875}], "temperature": 1.0}, {"id": 213, "seek": 600472, "start": 5975.54, "end": 6004.72, "text": "إيش التحديات اللي بتواجهنا اليوم كمؤسسات، مش كأشخاص؟ شوف مع بعض، يلّا يا هناء الـEconomy اقتصاد معرفة، معناه أن الحرب يا أخوات مش حرب أسلحة، لأن حرب معلومات، مين ياخد معلومات عن التاني أكتر؟ ما هي العولمة؟ خدتوها أيام الشباب", "tokens": [28814, 1829, 8592, 16712, 5016, 16254, 9307, 13672, 1829, 39894, 2407, 26108, 3224, 8315, 45595, 20498, 9122, 2304, 33604, 3794, 3794, 9307, 12399, 37893, 9122, 10721, 8592, 9778, 33546, 22807, 13412, 38688, 20449, 45030, 11242, 12399, 7251, 1211, 11703, 995, 35186, 8032, 1863, 16606, 2423, 39184, 36, 2291, 88, 1975, 38149, 9381, 18513, 20449, 28480, 3660, 12399, 20449, 8315, 3224, 14739, 21542, 25513, 35186, 5551, 9778, 2407, 9307, 37893, 11331, 25513, 5551, 3794, 1211, 5016, 3660, 12399, 5296, 33456, 11331, 25513, 20449, 1211, 20498, 9307, 12399, 3714, 9957, 7251, 47283, 3215, 20449, 1211, 20498, 9307, 18871, 16712, 7649, 1829, 5551, 4117, 2655, 2288, 22807, 19446, 39896, 18863, 12610, 46007, 22807, 16490, 3215, 2655, 2407, 11296, 36632, 10943, 25124, 3555, 16758], "avg_logprob": -0.23837809720315223, "compression_ratio": 1.7478260869565216, "no_speech_prob": 0.0, "words": [{"start": 5975.54, "end": 5975.82, "word": "إيش", "probability": 0.68701171875}, {"start": 5975.82, "end": 5976.38, "word": " التحديات", "probability": 0.9722900390625}, {"start": 5976.38, "end": 5976.44, "word": " اللي", "probability": 0.950927734375}, {"start": 5976.44, "end": 5976.9, "word": " بتواجهنا", "probability": 0.864599609375}, {"start": 5976.9, "end": 5977.12, "word": " اليوم", "probability": 0.98583984375}, {"start": 5977.12, "end": 5977.88, "word": " كمؤسسات،", "probability": 0.9081333705357143}, {"start": 5977.88, "end": 5977.96, "word": " مش", "probability": 0.958984375}, {"start": 5977.96, "end": 5980.3, "word": " كأشخاص؟", "probability": 0.9268391927083334}, {"start": 5980.3, "end": 5985.9, "word": " شوف", "probability": 0.6884765625}, {"start": 5985.9, "end": 5986.04, "word": " مع", "probability": 0.89599609375}, {"start": 5986.04, "end": 5986.46, "word": " بعض،", "probability": 0.9723307291666666}, {"start": 5986.46, "end": 5986.66, "word": " يلّا", "probability": 0.763916015625}, {"start": 5986.66, "end": 5986.78, "word": " يا", "probability": 0.87353515625}, {"start": 5986.78, "end": 5987.16, "word": " هناء", "probability": 0.84423828125}, {"start": 5987.16, "end": 5988.58, "word": " الـEconomy", "probability": 0.503253173828125}, {"start": 5988.58, "end": 5993.16, "word": " اقتصاد", "probability": 0.7459259033203125}, {"start": 5993.16, "end": 5993.54, "word": " معرفة،", "probability": 0.7164306640625}, {"start": 5993.54, "end": 5993.72, "word": " معناه", "probability": 0.5946451822916666}, {"start": 5993.72, "end": 5993.94, "word": " أن", "probability": 0.4697265625}, {"start": 5993.94, "end": 5994.32, "word": " الحرب", "probability": 0.956298828125}, {"start": 5994.32, "end": 5994.48, "word": " يا", "probability": 0.82275390625}, {"start": 5994.48, "end": 5994.7, "word": " أخوات", "probability": 0.89453125}, {"start": 5994.7, "end": 5994.86, "word": " مش", "probability": 0.89013671875}, {"start": 5994.86, "end": 5995.12, "word": " حرب", "probability": 0.988037109375}, {"start": 5995.12, "end": 5996.22, "word": " أسلحة،", "probability": 0.9292805989583334}, {"start": 5996.22, "end": 5996.48, "word": " لأن", "probability": 0.73388671875}, {"start": 5996.48, "end": 5996.9, "word": " حرب", "probability": 0.986572265625}, {"start": 5996.9, "end": 5997.96, "word": " معلومات،", "probability": 0.8916015625}, {"start": 5997.96, "end": 5998.32, "word": " مين", "probability": 0.881103515625}, {"start": 5998.32, "end": 5998.68, "word": " ياخد", "probability": 0.9000651041666666}, {"start": 5998.68, "end": 5999.14, "word": " معلومات", "probability": 0.9891357421875}, {"start": 5999.14, "end": 5999.28, "word": " عن", "probability": 0.9775390625}, {"start": 5999.28, "end": 5999.68, "word": " التاني", "probability": 0.9375}, {"start": 5999.68, "end": 6000.6, "word": " أكتر؟", "probability": 0.82978515625}, {"start": 6000.6, "end": 6001.22, "word": " ما", "probability": 0.1077880859375}, {"start": 6001.22, "end": 6001.8, "word": " هي", "probability": 0.92236328125}, {"start": 6001.8, "end": 6002.4, "word": " العولمة؟", "probability": 0.79931640625}, {"start": 6002.4, "end": 6004.06, "word": " خدتوها", "probability": 0.81337890625}, {"start": 6004.06, "end": 6004.32, "word": " أيام", "probability": 0.8017578125}, {"start": 6004.32, "end": 6004.72, "word": " الشباب", "probability": 0.9962565104166666}], "temperature": 1.0}, {"id": 214, "seek": 602773, "start": 6006.37, "end": 6027.73, "text": "لأ لأ هديك العلمانية عولمة غير العلمانية العولمة تحويل العالم لقرية صغيرة انت جاعدة هنا و بتحكي مع أخوكي في أمريكا وفاتحين فيديو وشايف أولاده وشايف أشو بيأكل و أشو بيشرب هذا المقصود بالعولمة التطور التكنولوجي المهول", "tokens": [1211, 10721, 5296, 10721, 8032, 16254, 4117, 18863, 19528, 7649, 10632, 6225, 12610, 46007, 32771, 13546, 18863, 19528, 7649, 10632, 18863, 12610, 46007, 6055, 5016, 2407, 26895, 18863, 45340, 5296, 4587, 2288, 10632, 20328, 17082, 48923, 16472, 2655, 10874, 995, 22488, 3660, 34105, 4032, 39894, 5016, 4117, 1829, 20449, 5551, 9778, 2407, 4117, 1829, 8978, 5551, 2304, 16572, 4117, 995, 4032, 5172, 9307, 5016, 9957, 8978, 16254, 2407, 4032, 8592, 995, 33911, 5551, 12610, 18513, 3224, 4032, 8592, 995, 33911, 5551, 8592, 2407, 4724, 1829, 10721, 28820, 4032, 5551, 8592, 2407, 4724, 1829, 8592, 25513, 23758, 9673, 4587, 9381, 23328, 20666, 3615, 12610, 46007, 16712, 9566, 13063, 16712, 19452, 12610, 29245, 1829, 9673, 3224, 12610], "avg_logprob": -0.17012392395529255, "compression_ratio": 2.010204081632653, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 6006.37, "end": 6006.65, "word": "لأ", "probability": 0.791748046875}, {"start": 6006.65, "end": 6006.73, "word": " لأ", "probability": 0.6474609375}, {"start": 6006.73, "end": 6007.03, "word": " هديك", "probability": 0.638671875}, {"start": 6007.03, "end": 6007.79, "word": " العلمانية", "probability": 0.9315185546875}, {"start": 6007.79, "end": 6008.21, "word": " عولمة", "probability": 0.69091796875}, {"start": 6008.21, "end": 6008.53, "word": " غير", "probability": 0.948974609375}, {"start": 6008.53, "end": 6009.75, "word": " العلمانية", "probability": 0.994140625}, {"start": 6009.75, "end": 6011.61, "word": " العولمة", "probability": 0.93701171875}, {"start": 6011.61, "end": 6015.29, "word": " تحويل", "probability": 0.6888427734375}, {"start": 6015.29, "end": 6015.67, "word": " العالم", "probability": 0.978515625}, {"start": 6015.67, "end": 6016.11, "word": " لقرية", "probability": 0.8018798828125}, {"start": 6016.11, "end": 6016.51, "word": " صغيرة", "probability": 0.9921875}, {"start": 6016.51, "end": 6016.79, "word": " انت", "probability": 0.6248779296875}, {"start": 6016.79, "end": 6017.11, "word": " جاعدة", "probability": 0.6866455078125}, {"start": 6017.11, "end": 6017.27, "word": " هنا", "probability": 0.98876953125}, {"start": 6017.27, "end": 6017.37, "word": " و", "probability": 0.51708984375}, {"start": 6017.37, "end": 6017.69, "word": " بتحكي", "probability": 0.9698486328125}, {"start": 6017.69, "end": 6017.81, "word": " مع", "probability": 0.98974609375}, {"start": 6017.81, "end": 6018.07, "word": " أخوكي", "probability": 0.894140625}, {"start": 6018.07, "end": 6018.19, "word": " في", "probability": 0.9482421875}, {"start": 6018.19, "end": 6018.61, "word": " أمريكا", "probability": 0.96806640625}, {"start": 6018.61, "end": 6019.07, "word": " وفاتحين", "probability": 0.90205078125}, {"start": 6019.07, "end": 6019.51, "word": " فيديو", "probability": 0.9749348958333334}, {"start": 6019.51, "end": 6019.85, "word": " وشايف", "probability": 0.8404541015625}, {"start": 6019.85, "end": 6020.39, "word": " أولاده", "probability": 0.905517578125}, {"start": 6020.39, "end": 6020.69, "word": " وشايف", "probability": 0.882080078125}, {"start": 6020.69, "end": 6020.89, "word": " أشو", "probability": 0.5862630208333334}, {"start": 6020.89, "end": 6021.29, "word": " بيأكل", "probability": 0.841552734375}, {"start": 6021.29, "end": 6021.39, "word": " و", "probability": 0.9375}, {"start": 6021.39, "end": 6021.55, "word": " أشو", "probability": 0.8805338541666666}, {"start": 6021.55, "end": 6021.91, "word": " بيشرب", "probability": 0.971435546875}, {"start": 6021.91, "end": 6022.67, "word": " هذا", "probability": 0.779296875}, {"start": 6022.67, "end": 6023.17, "word": " المقصود", "probability": 0.96728515625}, {"start": 6023.17, "end": 6024.05, "word": " بالعولمة", "probability": 0.8829345703125}, {"start": 6024.05, "end": 6025.41, "word": " التطور", "probability": 0.9724934895833334}, {"start": 6025.41, "end": 6027.13, "word": " التكنولوجي", "probability": 0.92392578125}, {"start": 6027.13, "end": 6027.73, "word": " المهول", "probability": 0.9671223958333334}], "temperature": 1.0}, {"id": 215, "seek": 605359, "start": 6032.27, "end": 6053.59, "text": "التو شرحنا من التحديات المواجهة أن يكون عندي في المؤسسة رجال و نساء مسلمين ومسيحين ويهود أبيض و أسمر البشرة كيف أتعامل معهم واحد في رمضان صايم والتاني مفطر لأنه مش مسلم كيف أتصرف أنا؟ واضحة دا اسمها تنوع التقافي تفضلي", "tokens": [6027, 2655, 2407, 13412, 2288, 5016, 8315, 9154, 16712, 5016, 16254, 9307, 9673, 2407, 26108, 3224, 3660, 14739, 7251, 30544, 18871, 16254, 8978, 9673, 33604, 3794, 3794, 3660, 12602, 7435, 6027, 4032, 8717, 3794, 16606, 47524, 19528, 9957, 4032, 2304, 3794, 1829, 5016, 9957, 4032, 1829, 3224, 23328, 5551, 21292, 11242, 4032, 5551, 3794, 29973, 29739, 8592, 25720, 9122, 33911, 5551, 2655, 3615, 10943, 1211, 20449, 16095, 36764, 24401, 8978, 12602, 2304, 11242, 7649, 20328, 995, 32640, 16070, 2655, 7649, 1829, 3714, 5172, 9566, 2288, 5296, 33456, 3224, 37893, 47524, 19528, 9122, 33911, 5551, 2655, 9381, 28480, 41850, 22807, 4032, 46958, 5016, 3660, 11778, 995, 24525, 2304, 11296, 6055, 1863, 45367, 16712, 4587, 31845, 1829, 6055, 5172, 11242, 20292], "avg_logprob": -0.17981771516303222, "compression_ratio": 1.8156682027649769, "no_speech_prob": 0.0, "words": [{"start": 6032.27, "end": 6032.49, "word": "التو", "probability": 0.5765787760416666}, {"start": 6032.49, "end": 6032.87, "word": " شرحنا", "probability": 0.7615966796875}, {"start": 6032.87, "end": 6033.01, "word": " من", "probability": 0.814453125}, {"start": 6033.01, "end": 6033.59, "word": " التحديات", "probability": 0.98486328125}, {"start": 6033.59, "end": 6034.33, "word": " المواجهة", "probability": 0.9888671875}, {"start": 6034.33, "end": 6034.75, "word": " أن", "probability": 0.54638671875}, {"start": 6034.75, "end": 6034.97, "word": " يكون", "probability": 0.946533203125}, {"start": 6034.97, "end": 6035.19, "word": " عندي", "probability": 0.85693359375}, {"start": 6035.19, "end": 6035.29, "word": " في", "probability": 0.97216796875}, {"start": 6035.29, "end": 6035.79, "word": " المؤسسة", "probability": 0.828662109375}, {"start": 6035.79, "end": 6036.07, "word": " رجال", "probability": 0.9130859375}, {"start": 6036.07, "end": 6036.17, "word": " و", "probability": 0.9892578125}, {"start": 6036.17, "end": 6036.61, "word": " نساء", "probability": 0.8994140625}, {"start": 6036.61, "end": 6038.13, "word": " مسلمين", "probability": 0.8518880208333334}, {"start": 6038.13, "end": 6038.67, "word": " ومسيحين", "probability": 0.875}, {"start": 6038.67, "end": 6039.21, "word": " ويهود", "probability": 0.943115234375}, {"start": 6039.21, "end": 6040.45, "word": " أبيض", "probability": 0.8951822916666666}, {"start": 6040.45, "end": 6040.55, "word": " و", "probability": 0.6123046875}, {"start": 6040.55, "end": 6040.99, "word": " أسمر", "probability": 0.7828776041666666}, {"start": 6040.99, "end": 6041.69, "word": " البشرة", "probability": 0.95068359375}, {"start": 6041.69, "end": 6042.87, "word": " كيف", "probability": 0.845947265625}, {"start": 6042.87, "end": 6043.31, "word": " أتعامل", "probability": 0.96455078125}, {"start": 6043.31, "end": 6043.71, "word": " معهم", "probability": 0.955322265625}, {"start": 6043.71, "end": 6044.93, "word": " واحد", "probability": 0.7476806640625}, {"start": 6044.93, "end": 6045.07, "word": " في", "probability": 0.95166015625}, {"start": 6045.07, "end": 6045.39, "word": " رمضان", "probability": 0.9862060546875}, {"start": 6045.39, "end": 6045.89, "word": " صايم", "probability": 0.93603515625}, {"start": 6045.89, "end": 6046.75, "word": " والتاني", "probability": 0.900390625}, {"start": 6046.75, "end": 6047.13, "word": " مفطر", "probability": 0.974365234375}, {"start": 6047.13, "end": 6047.41, "word": " لأنه", "probability": 0.9366861979166666}, {"start": 6047.41, "end": 6047.53, "word": " مش", "probability": 0.96630859375}, {"start": 6047.53, "end": 6047.97, "word": " مسلم", "probability": 0.89013671875}, {"start": 6047.97, "end": 6049.91, "word": " كيف", "probability": 0.933349609375}, {"start": 6049.91, "end": 6050.35, "word": " أتصرف", "probability": 0.877685546875}, {"start": 6050.35, "end": 6050.95, "word": " أنا؟", "probability": 0.771484375}, {"start": 6050.95, "end": 6051.35, "word": " واضحة", "probability": 0.6307373046875}, {"start": 6051.35, "end": 6051.43, "word": " دا", "probability": 0.65966796875}, {"start": 6051.43, "end": 6051.67, "word": " اسمها", "probability": 0.9254557291666666}, {"start": 6051.67, "end": 6052.05, "word": " تنوع", "probability": 0.88330078125}, {"start": 6052.05, "end": 6052.89, "word": " التقافي", "probability": 0.7786865234375}, {"start": 6052.89, "end": 6053.59, "word": " تفضلي", "probability": 0.8197021484375}], "temperature": 1.0}, {"id": 216, "seek": 608447, "start": 6056.25, "end": 6084.47, "text": "أخلاقيات الأعمال اللي إحنا بنأكد عليها اللي هي الـ Ethics اللي هي الأمانة والصدق التحمل المسئولية العدالة المسواة ما نغشش الناس، ما نخدعش الناس هذه بنسميها أخلاقيات إيش؟ أخلاقيات الأعمال أيضًا من التحديات الان انت مثلًا ماسكة منصب محاسب طب بعد 3، 4، 5 سنة إذا ضالت محاسب؟", "tokens": [10721, 9778, 15040, 38436, 9307, 16247, 25957, 6027, 13672, 1829, 11933, 5016, 8315, 44945, 10721, 4117, 3215, 25894, 11296, 13672, 1829, 39896, 2423, 39184, 10540, 1167, 13672, 1829, 39896, 16247, 2304, 7649, 3660, 16070, 9381, 3215, 4587, 16712, 35571, 1211, 9673, 3794, 19986, 12610, 10632, 18863, 3215, 6027, 3660, 9673, 3794, 14407, 3660, 19446, 8717, 17082, 8592, 8592, 2423, 8315, 3794, 12399, 19446, 8717, 9778, 3215, 3615, 8592, 2423, 8315, 3794, 29538, 44945, 38251, 1829, 11296, 5551, 9778, 15040, 38436, 9307, 11933, 1829, 8592, 22807, 5551, 9778, 15040, 38436, 9307, 16247, 25957, 6027, 36632, 11242, 14111, 995, 9154, 16712, 5016, 16254, 9307, 2423, 7649, 16472, 2655, 50113, 1211, 14111, 995, 3714, 32277, 4117, 3660, 9154, 9381, 3555, 3714, 5016, 32277, 3555, 23032, 3555, 39182, 805, 12399, 1017, 12399, 1025, 8608, 1863, 3660, 11933, 15730, 48812, 6027, 2655, 3714, 5016, 32277, 3555, 22807], "avg_logprob": -0.1900131143890061, "compression_ratio": 2.025, "no_speech_prob": 0.0, "words": [{"start": 6056.25, "end": 6056.95, "word": "أخلاقيات", "probability": 0.926171875}, {"start": 6056.95, "end": 6057.43, "word": " الأعمال", "probability": 0.97705078125}, {"start": 6057.43, "end": 6057.55, "word": " اللي", "probability": 0.864990234375}, {"start": 6057.55, "end": 6057.67, "word": " إحنا", "probability": 0.7901204427083334}, {"start": 6057.67, "end": 6058.05, "word": " بنأكد", "probability": 0.742462158203125}, {"start": 6058.05, "end": 6058.29, "word": " عليها", "probability": 0.98779296875}, {"start": 6058.29, "end": 6058.39, "word": " اللي", "probability": 0.77685546875}, {"start": 6058.39, "end": 6058.51, "word": " هي", "probability": 0.89794921875}, {"start": 6058.51, "end": 6058.59, "word": " الـ", "probability": 0.9501953125}, {"start": 6058.59, "end": 6059.15, "word": " Ethics", "probability": 0.751953125}, {"start": 6059.15, "end": 6059.67, "word": " اللي", "probability": 0.885009765625}, {"start": 6059.67, "end": 6059.79, "word": " هي", "probability": 0.9599609375}, {"start": 6059.79, "end": 6060.37, "word": " الأمانة", "probability": 0.97216796875}, {"start": 6060.37, "end": 6061.59, "word": " والصدق", "probability": 0.962646484375}, {"start": 6061.59, "end": 6062.39, "word": " التحمل", "probability": 0.7311197916666666}, {"start": 6062.39, "end": 6063.15, "word": " المسئولية", "probability": 0.9494140625}, {"start": 6063.15, "end": 6064.17, "word": " العدالة", "probability": 0.9775390625}, {"start": 6064.17, "end": 6064.97, "word": " المسواة", "probability": 0.8455810546875}, {"start": 6064.97, "end": 6067.01, "word": " ما", "probability": 0.6455078125}, {"start": 6067.01, "end": 6067.49, "word": " نغشش", "probability": 0.868896484375}, {"start": 6067.49, "end": 6068.01, "word": " الناس،", "probability": 0.872802734375}, {"start": 6068.01, "end": 6068.05, "word": " ما", "probability": 0.958984375}, {"start": 6068.05, "end": 6068.49, "word": " نخدعش", "probability": 0.96640625}, {"start": 6068.49, "end": 6068.81, "word": " الناس", "probability": 0.9910481770833334}, {"start": 6068.81, "end": 6069.07, "word": " هذه", "probability": 0.53662109375}, {"start": 6069.07, "end": 6069.49, "word": " بنسميها", "probability": 0.908203125}, {"start": 6069.49, "end": 6070.13, "word": " أخلاقيات", "probability": 0.94560546875}, {"start": 6070.13, "end": 6070.43, "word": " إيش؟", "probability": 0.66943359375}, {"start": 6070.43, "end": 6071.13, "word": " أخلاقيات", "probability": 0.93759765625}, {"start": 6071.13, "end": 6072.15, "word": " الأعمال", "probability": 0.98583984375}, {"start": 6072.15, "end": 6075.51, "word": " أيضًا", "probability": 0.9205322265625}, {"start": 6075.51, "end": 6075.65, "word": " من", "probability": 0.830078125}, {"start": 6075.65, "end": 6076.51, "word": " التحديات", "probability": 0.9427490234375}, {"start": 6076.51, "end": 6079.57, "word": " الان", "probability": 0.3388671875}, {"start": 6079.57, "end": 6079.95, "word": " انت", "probability": 0.602294921875}, {"start": 6079.95, "end": 6080.31, "word": " مثلًا", "probability": 0.6632080078125}, {"start": 6080.31, "end": 6080.71, "word": " ماسكة", "probability": 0.6697998046875}, {"start": 6080.71, "end": 6081.07, "word": " منصب", "probability": 0.9345703125}, {"start": 6081.07, "end": 6081.65, "word": " محاسب", "probability": 0.9892578125}, {"start": 6081.65, "end": 6081.95, "word": " طب", "probability": 0.902587890625}, {"start": 6081.95, "end": 6082.15, "word": " بعد", "probability": 0.9697265625}, {"start": 6082.15, "end": 6082.45, "word": " 3،", "probability": 0.49261474609375}, {"start": 6082.45, "end": 6083.03, "word": " 4،", "probability": 0.7158203125}, {"start": 6083.03, "end": 6083.27, "word": " 5", "probability": 0.97265625}, {"start": 6083.27, "end": 6083.47, "word": " سنة", "probability": 0.9378255208333334}, {"start": 6083.47, "end": 6083.61, "word": " إذا", "probability": 0.75732421875}, {"start": 6083.61, "end": 6083.89, "word": " ضالت", "probability": 0.5365397135416666}, {"start": 6083.89, "end": 6084.47, "word": " محاسب؟", "probability": 0.9853515625}], "temperature": 1.0}, {"id": 217, "seek": 611480, "start": 6085.24, "end": 6114.8, "text": "لنشوف إيش مسارك الوظيفة ‏- مسارك الوظيفة ‏- أه، مسارك الوظيفة ‏- تكتلات الاقتصادية الأمنية و المعين الدولية ‏- زي الاتحاد الأوروبي، مثلا، هي التكتل ‏- تكتل ‏- القوة الصينية في الاقتصاد هي التكتل ‏- لازم أحسب اللي هم ‏- إذا كنت بشارهم على مستوى عالمي ‏- لازم أخدهم بعيل اعتبار ‏- صح، و التطوير والإدارة ‏- من التحديات الموجودة في عالمنا اليوم ‏إن التطوير في مجال الأعمال والإدارة لا يتوقف", "tokens": [1211, 1863, 8592, 38688, 11933, 1829, 8592, 47524, 9640, 4117, 2423, 2407, 19913, 33911, 3660, 1059, 237, 12, 47524, 9640, 4117, 2423, 2407, 19913, 33911, 3660, 1059, 237, 12, 5551, 3224, 12399, 47524, 9640, 4117, 2423, 2407, 19913, 33911, 3660, 1059, 237, 12, 6055, 4117, 2655, 1211, 9307, 42963, 38149, 9381, 18513, 10632, 16247, 27842, 10632, 4032, 9673, 3615, 9957, 32748, 12610, 10632, 1059, 237, 12, 30767, 1829, 2423, 9307, 5016, 18513, 16247, 13063, 2407, 21292, 12399, 50113, 15040, 12399, 39896, 16712, 4117, 2655, 1211, 1059, 237, 12, 6055, 4117, 2655, 1211, 1059, 237, 12, 25062, 2407, 3660, 31767, 9957, 10632, 8978, 42963, 38149, 9381, 18513, 39896, 16712, 4117, 2655, 1211, 1059, 237, 12, 5296, 31377, 2304, 5551, 5016, 35457, 13672, 1829, 8032, 2304, 1059, 237, 12, 11933, 15730, 9122, 29399, 4724, 8592, 9640, 16095, 15844, 3714, 14851, 2407, 7578, 6225, 45340, 1829, 1059, 237, 12, 5296, 31377, 2304, 5551, 9778, 3215, 16095, 45030, 26895, 1975, 34268, 3555, 9640, 1059, 237, 12, 20328, 5016, 12399, 4032, 16712, 9566, 2407, 13546, 16070, 28814, 3215, 9640, 3660, 1059, 237, 12, 9154, 16712, 5016, 16254, 9307, 9673, 29245, 23328, 3660, 8978, 6225, 45340, 8315, 45595, 20498, 1059, 237, 28814, 1863, 16712, 9566, 2407, 13546, 8978, 3714, 7435, 6027, 16247, 25957, 6027, 16070, 28814, 3215, 9640, 3660, 20193, 7251, 2655, 30543, 5172], "avg_logprob": -0.19377853636327944, "compression_ratio": 2.3578595317725752, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 6085.24, "end": 6085.74, "word": "لنشوف", "probability": 0.78662109375}, {"start": 6085.74, "end": 6085.98, "word": " إيش", "probability": 0.772705078125}, {"start": 6085.98, "end": 6086.6, "word": " مسارك", "probability": 0.919921875}, {"start": 6086.6, "end": 6087.1, "word": " الوظيفة", "probability": 0.98603515625}, {"start": 6087.1, "end": 6087.34, "word": " ‏", "probability": 0.503448486328125}, {"start": 6087.34, "end": 6087.34, "word": "-", "probability": 0.6572265625}, {"start": 6087.34, "end": 6087.64, "word": " مسارك", "probability": 0.7622884114583334}, {"start": 6087.64, "end": 6088.04, "word": " الوظيفة", "probability": 0.9501953125}, {"start": 6088.04, "end": 6088.3, "word": " ‏", "probability": 0.91455078125}, {"start": 6088.3, "end": 6088.32, "word": "-", "probability": 0.6845703125}, {"start": 6088.32, "end": 6088.78, "word": " أه،", "probability": 0.7599283854166666}, {"start": 6088.78, "end": 6089.4, "word": " مسارك", "probability": 0.9847005208333334}, {"start": 6089.4, "end": 6090.32, "word": " الوظيفة", "probability": 0.99453125}, {"start": 6090.32, "end": 6090.74, "word": " ‏", "probability": 0.84716796875}, {"start": 6090.74, "end": 6090.82, "word": "-", "probability": 0.953125}, {"start": 6090.82, "end": 6091.58, "word": " تكتلات", "probability": 0.93779296875}, {"start": 6091.58, "end": 6092.22, "word": " الاقتصادية", "probability": 0.859375}, {"start": 6092.22, "end": 6092.82, "word": " الأمنية", "probability": 0.6598307291666666}, {"start": 6092.82, "end": 6092.96, "word": " و", "probability": 0.62109375}, {"start": 6092.96, "end": 6093.34, "word": " المعين", "probability": 0.6972249348958334}, {"start": 6093.34, "end": 6093.86, "word": " الدولية", "probability": 0.5987141927083334}, {"start": 6093.86, "end": 6094.54, "word": " ‏", "probability": 0.60931396484375}, {"start": 6094.54, "end": 6094.54, "word": "-", "probability": 0.875}, {"start": 6094.54, "end": 6095.38, "word": " زي", "probability": 0.5634765625}, {"start": 6095.38, "end": 6095.88, "word": " الاتحاد", "probability": 0.9078369140625}, {"start": 6095.88, "end": 6096.4, "word": " الأوروبي،", "probability": 0.8115234375}, {"start": 6096.4, "end": 6096.72, "word": " مثلا،", "probability": 0.67138671875}, {"start": 6096.72, "end": 6096.72, "word": " هي", "probability": 0.385009765625}, {"start": 6096.72, "end": 6097.24, "word": " التكتل", "probability": 0.986328125}, {"start": 6097.24, "end": 6097.4, "word": " ‏", "probability": 0.96337890625}, {"start": 6097.4, "end": 6097.4, "word": "-", "probability": 0.87548828125}, {"start": 6097.4, "end": 6097.62, "word": " تكتل", "probability": 0.801788330078125}, {"start": 6097.62, "end": 6097.98, "word": " ‏", "probability": 0.959228515625}, {"start": 6097.98, "end": 6098.04, "word": "-", "probability": 0.8369140625}, {"start": 6098.04, "end": 6098.66, "word": " القوة", "probability": 0.9485677083333334}, {"start": 6098.66, "end": 6099.12, "word": " الصينية", "probability": 0.88916015625}, {"start": 6099.12, "end": 6099.22, "word": " في", "probability": 0.9697265625}, {"start": 6099.22, "end": 6099.72, "word": " الاقتصاد", "probability": 0.97607421875}, {"start": 6099.72, "end": 6099.88, "word": " هي", "probability": 0.88720703125}, {"start": 6099.88, "end": 6100.38, "word": " التكتل", "probability": 0.97509765625}, {"start": 6100.38, "end": 6100.6, "word": " ‏", "probability": 0.8896484375}, {"start": 6100.6, "end": 6100.6, "word": "-", "probability": 0.9677734375}, {"start": 6100.6, "end": 6100.78, "word": " لازم", "probability": 0.93798828125}, {"start": 6100.78, "end": 6101.12, "word": " أحسب", "probability": 0.9288736979166666}, {"start": 6101.12, "end": 6101.28, "word": " اللي", "probability": 0.51458740234375}, {"start": 6101.28, "end": 6101.42, "word": " هم", "probability": 0.7056884765625}, {"start": 6101.42, "end": 6101.66, "word": " ‏", "probability": 0.83740234375}, {"start": 6101.66, "end": 6101.66, "word": "-", "probability": 0.912109375}, {"start": 6101.66, "end": 6101.86, "word": " إذا", "probability": 0.64306640625}, {"start": 6101.86, "end": 6102.02, "word": " كنت", "probability": 0.995849609375}, {"start": 6102.02, "end": 6102.36, "word": " بشارهم", "probability": 0.8065185546875}, {"start": 6102.36, "end": 6102.44, "word": " على", "probability": 0.7392578125}, {"start": 6102.44, "end": 6102.66, "word": " مستوى", "probability": 0.9451904296875}, {"start": 6102.66, "end": 6103.0, "word": " عالمي", "probability": 0.9874674479166666}, {"start": 6103.0, "end": 6103.32, "word": " ‏", "probability": 0.948974609375}, {"start": 6103.32, "end": 6103.32, "word": "-", "probability": 0.95654296875}, {"start": 6103.32, "end": 6103.88, "word": " لازم", "probability": 0.98388671875}, {"start": 6103.88, "end": 6104.12, "word": " أخدهم", "probability": 0.86181640625}, {"start": 6104.12, "end": 6104.34, "word": " بعيل", "probability": 0.5181884765625}, {"start": 6104.34, "end": 6104.7, "word": " اعتبار", "probability": 0.830810546875}, {"start": 6104.7, "end": 6104.9, "word": " ‏", "probability": 0.98681640625}, {"start": 6104.9, "end": 6104.9, "word": "-", "probability": 0.93896484375}, {"start": 6104.9, "end": 6105.44, "word": " صح،", "probability": 0.738037109375}, {"start": 6105.44, "end": 6105.54, "word": " و", "probability": 0.1943359375}, {"start": 6105.54, "end": 6105.98, "word": " التطوير", "probability": 0.96484375}, {"start": 6105.98, "end": 6106.7, "word": " والإدارة", "probability": 0.810546875}, {"start": 6106.7, "end": 6106.76, "word": " ‏", "probability": 0.954345703125}, {"start": 6106.76, "end": 6106.76, "word": "-", "probability": 0.88671875}, {"start": 6106.76, "end": 6107.52, "word": " من", "probability": 0.95947265625}, {"start": 6107.52, "end": 6108.42, "word": " التحديات", "probability": 0.978271484375}, {"start": 6108.42, "end": 6109.0, "word": " الموجودة", "probability": 0.9923095703125}, {"start": 6109.0, "end": 6109.12, "word": " في", "probability": 0.9892578125}, {"start": 6109.12, "end": 6109.48, "word": " عالمنا", "probability": 0.9928385416666666}, {"start": 6109.48, "end": 6109.8, "word": " اليوم", "probability": 0.989013671875}, {"start": 6109.8, "end": 6110.2, "word": " ‏إن", "probability": 0.80047607421875}, {"start": 6110.2, "end": 6111.14, "word": " التطوير", "probability": 0.95166015625}, {"start": 6111.14, "end": 6111.32, "word": " في", "probability": 0.9912109375}, {"start": 6111.32, "end": 6111.82, "word": " مجال", "probability": 0.9962565104166666}, {"start": 6111.82, "end": 6112.8, "word": " الأعمال", "probability": 0.9664713541666666}, {"start": 6112.8, "end": 6113.72, "word": " والإدارة", "probability": 0.96318359375}, {"start": 6113.72, "end": 6113.9, "word": " لا", "probability": 0.91162109375}, {"start": 6113.9, "end": 6114.8, "word": " يتوقف", "probability": 0.98828125}], "temperature": 1.0}, {"id": 218, "seek": 614442, "start": 6116.7, "end": 6144.42, "text": "متسارع جدا فهذا يعتبر ايش تحدي يعني انت ممكن تروح تشتري برنامج كومبيوتر و تنزليه على الأجهزة عندك في الشركة نزل واحد غيره أحدث و أحسن طيب روحنا جيبنا لش جيت نزل واحد أجد هذا المقصود بالبحث والتطوير والإبداع نكتفي في هذا اليوم ان شاء الله بهذا القدر نكتفي في هذا اليوم بهذا القدر نعش نتجل عليكم من أولها بلاش يصير عندكم تحديات ولا حاجة", "tokens": [2304, 2655, 3794, 9640, 3615, 10874, 28259, 6156, 3224, 15730, 7251, 34268, 26890, 1975, 1829, 8592, 6055, 5016, 16254, 37495, 22653, 16472, 2655, 3714, 43020, 6055, 32887, 5016, 6055, 8592, 2655, 16572, 4724, 2288, 8315, 2304, 7435, 9122, 20498, 21292, 35473, 2288, 4032, 6055, 1863, 11622, 20292, 3224, 15844, 16247, 7435, 3224, 11622, 3660, 43242, 4117, 8978, 25124, 31747, 3660, 8717, 11622, 1211, 36764, 24401, 32771, 13546, 3224, 5551, 24401, 12984, 4032, 5551, 5016, 3794, 1863, 23032, 1829, 3555, 12602, 2407, 5016, 8315, 10874, 1829, 3555, 8315, 5296, 8592, 10874, 36081, 8717, 11622, 1211, 36764, 24401, 5551, 7435, 3215, 23758, 9673, 4587, 9381, 23328, 20666, 49628, 12984, 16070, 2655, 9566, 2407, 13546, 16070, 28814, 3555, 28259, 3615, 8717, 4117, 2655, 41185, 8978, 23758, 45595, 20498, 16472, 13412, 16606, 21984, 39627, 15730, 25062, 3215, 2288, 8717, 4117, 2655, 41185, 8978, 23758, 45595, 20498, 39627, 15730, 25062, 3215, 2288, 8717, 3615, 8592, 8717, 2655, 7435, 1211, 25894, 24793, 9154, 5551, 12610, 11296, 4724, 15040, 8592, 7251, 9381, 13546, 43242, 24793, 6055, 5016, 16254, 9307, 49429, 11331, 26108, 3660], "avg_logprob": -0.16640183211719922, "compression_ratio": 2.0827586206896553, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 6116.7, "end": 6117.34, "word": "متسارع", "probability": 0.97470703125}, {"start": 6117.34, "end": 6117.64, "word": " جدا", "probability": 0.98291015625}, {"start": 6117.64, "end": 6117.96, "word": " فهذا", "probability": 0.6437174479166666}, {"start": 6117.96, "end": 6118.34, "word": " يعتبر", "probability": 0.8889973958333334}, {"start": 6118.34, "end": 6118.6, "word": " ايش", "probability": 0.7532552083333334}, {"start": 6118.6, "end": 6119.1, "word": " تحدي", "probability": 0.8987630208333334}, {"start": 6119.1, "end": 6120.32, "word": " يعني", "probability": 0.799072265625}, {"start": 6120.32, "end": 6120.5, "word": " انت", "probability": 0.598876953125}, {"start": 6120.5, "end": 6120.76, "word": " ممكن", "probability": 0.9765625}, {"start": 6120.76, "end": 6121.06, "word": " تروح", "probability": 0.9658203125}, {"start": 6121.06, "end": 6121.42, "word": " تشتري", "probability": 0.9345703125}, {"start": 6121.42, "end": 6121.9, "word": " برنامج", "probability": 0.986328125}, {"start": 6121.9, "end": 6122.44, "word": " كومبيوتر", "probability": 0.717529296875}, {"start": 6122.44, "end": 6122.56, "word": " و", "probability": 0.372802734375}, {"start": 6122.56, "end": 6122.92, "word": " تنزليه", "probability": 0.8943359375}, {"start": 6122.92, "end": 6123.02, "word": " على", "probability": 0.73681640625}, {"start": 6123.02, "end": 6123.34, "word": " الأجهزة", "probability": 0.91396484375}, {"start": 6123.34, "end": 6123.64, "word": " عندك", "probability": 0.98828125}, {"start": 6123.64, "end": 6123.74, "word": " في", "probability": 0.95849609375}, {"start": 6123.74, "end": 6124.26, "word": " الشركة", "probability": 0.99365234375}, {"start": 6124.26, "end": 6125.3, "word": " نزل", "probability": 0.8873697916666666}, {"start": 6125.3, "end": 6125.48, "word": " واحد", "probability": 0.99462890625}, {"start": 6125.48, "end": 6126.18, "word": " غيره", "probability": 0.8787434895833334}, {"start": 6126.18, "end": 6127.2, "word": " أحدث", "probability": 0.8712565104166666}, {"start": 6127.2, "end": 6127.32, "word": " و", "probability": 0.5361328125}, {"start": 6127.32, "end": 6127.66, "word": " أحسن", "probability": 0.917236328125}, {"start": 6127.66, "end": 6128.66, "word": " طيب", "probability": 0.96923828125}, {"start": 6128.66, "end": 6128.92, "word": " روحنا", "probability": 0.82080078125}, {"start": 6128.92, "end": 6129.18, "word": " جيبنا", "probability": 0.9010009765625}, {"start": 6129.18, "end": 6129.38, "word": " لش", "probability": 0.4287109375}, {"start": 6129.38, "end": 6129.66, "word": " جيت", "probability": 0.72216796875}, {"start": 6129.66, "end": 6130.08, "word": " نزل", "probability": 0.8961588541666666}, {"start": 6130.08, "end": 6130.3, "word": " واحد", "probability": 0.99560546875}, {"start": 6130.3, "end": 6130.72, "word": " أجد", "probability": 0.9676106770833334}, {"start": 6130.72, "end": 6131.42, "word": " هذا", "probability": 0.92041015625}, {"start": 6131.42, "end": 6131.88, "word": " المقصود", "probability": 0.994873046875}, {"start": 6131.88, "end": 6132.3, "word": " بالبحث", "probability": 0.953125}, {"start": 6132.3, "end": 6132.96, "word": " والتطوير", "probability": 0.93369140625}, {"start": 6132.96, "end": 6134.92, "word": " والإبداع", "probability": 0.77587890625}, {"start": 6134.92, "end": 6136.14, "word": " نكتفي", "probability": 0.9542236328125}, {"start": 6136.14, "end": 6136.28, "word": " في", "probability": 0.468505859375}, {"start": 6136.28, "end": 6136.48, "word": " هذا", "probability": 0.92919921875}, {"start": 6136.48, "end": 6136.82, "word": " اليوم", "probability": 0.9814453125}, {"start": 6136.82, "end": 6136.98, "word": " ان", "probability": 0.5126953125}, {"start": 6136.98, "end": 6137.18, "word": " شاء", "probability": 0.6922607421875}, {"start": 6137.18, "end": 6137.18, "word": " الله", "probability": 0.966796875}, {"start": 6137.18, "end": 6137.46, "word": " بهذا", "probability": 0.91162109375}, {"start": 6137.46, "end": 6137.92, "word": " القدر", "probability": 0.99755859375}, {"start": 6137.92, "end": 6138.88, "word": " نكتفي", "probability": 0.8824462890625}, {"start": 6138.88, "end": 6138.98, "word": " في", "probability": 0.96044921875}, {"start": 6138.98, "end": 6139.16, "word": " هذا", "probability": 0.95166015625}, {"start": 6139.16, "end": 6139.36, "word": " اليوم", "probability": 0.990966796875}, {"start": 6139.36, "end": 6139.62, "word": " بهذا", "probability": 0.958740234375}, {"start": 6139.62, "end": 6139.96, "word": " القدر", "probability": 0.99755859375}, {"start": 6139.96, "end": 6140.18, "word": " نعش", "probability": 0.552978515625}, {"start": 6140.18, "end": 6140.56, "word": " نتجل", "probability": 0.74737548828125}, {"start": 6140.56, "end": 6140.84, "word": " عليكم", "probability": 0.94580078125}, {"start": 6140.84, "end": 6141.02, "word": " من", "probability": 0.4501953125}, {"start": 6141.02, "end": 6141.38, "word": " أولها", "probability": 0.9684244791666666}, {"start": 6141.38, "end": 6143.08, "word": " بلاش", "probability": 0.6551106770833334}, {"start": 6143.08, "end": 6143.22, "word": " يصير", "probability": 0.849609375}, {"start": 6143.22, "end": 6143.42, "word": " عندكم", "probability": 0.86279296875}, {"start": 6143.42, "end": 6143.92, "word": " تحديات", "probability": 0.96923828125}, {"start": 6143.92, "end": 6144.06, "word": " ولا", "probability": 0.9111328125}, {"start": 6144.06, "end": 6144.42, "word": " حاجة", "probability": 0.9977213541666666}], "temperature": 1.0}, {"id": 219, "seek": 617360, "start": 6146.34, "end": 6173.6, "text": "نعم نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نك", "tokens": [1863, 25957, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117, 2655, 3555, 11296, 8717, 4117], "avg_logprob": -0.02361111190583971, "compression_ratio": 17.147058823529413, "no_speech_prob": 1.9669532775878906e-06, "words": [{"start": 6146.34, "end": 6147.22, "word": "نعم", "probability": 0.83642578125}, {"start": 6147.22, "end": 6148.1, "word": " نكتبها", "probability": 0.92685546875}, {"start": 6148.1, "end": 6148.86, "word": " نكتبها", "probability": 0.88330078125}, {"start": 6148.86, "end": 6153.22, "word": " نكتبها", "probability": 0.8482421875}, {"start": 6153.22, "end": 6160.26, "word": " نكتبها", "probability": 0.90654296875}, {"start": 6160.26, "end": 6160.68, "word": " نكتبها", "probability": 0.94208984375}, {"start": 6160.68, "end": 6161.52, "word": " نكتبها", "probability": 0.971484375}, {"start": 6161.52, "end": 6161.96, "word": " نكتبها", "probability": 0.98447265625}, {"start": 6161.96, "end": 6162.04, "word": " نكتبها", "probability": 0.99033203125}, {"start": 6162.04, "end": 6162.04, "word": " نكتبها", "probability": 0.99267578125}, {"start": 6162.04, "end": 6162.04, "word": " نكتبها", "probability": 0.99365234375}, {"start": 6162.04, "end": 6162.04, "word": " نكتبها", "probability": 0.99423828125}, {"start": 6162.04, "end": 6162.14, "word": " نكتبها", "probability": 0.99453125}, {"start": 6162.14, "end": 6162.66, "word": " نكتبها", "probability": 0.99462890625}, {"start": 6162.66, "end": 6163.04, "word": " نكتبها", "probability": 0.9947265625}, {"start": 6163.04, "end": 6163.14, "word": " نكتبها", "probability": 0.99482421875}, {"start": 6163.14, "end": 6163.24, "word": " نكتبها", "probability": 0.9947265625}, {"start": 6163.24, "end": 6163.32, "word": " نكتبها", "probability": 0.99443359375}, {"start": 6163.32, "end": 6163.32, "word": " نكتبها", "probability": 0.994140625}, {"start": 6163.32, "end": 6163.32, "word": " نكتبها", "probability": 0.99404296875}, {"start": 6163.32, "end": 6163.32, "word": " نكتبها", "probability": 0.99365234375}, {"start": 6163.32, "end": 6163.32, "word": " نكتبها", "probability": 0.9931640625}, {"start": 6163.32, "end": 6163.32, "word": " نكتبها", "probability": 0.99287109375}, {"start": 6163.32, "end": 6163.32, "word": " نكتبها", "probability": 0.99267578125}, {"start": 6163.32, "end": 6163.32, "word": " نكتبها", "probability": 0.9921875}, {"start": 6163.32, "end": 6163.32, "word": " نكتبها", "probability": 0.99140625}, {"start": 6163.32, "end": 6163.32, "word": " نكتبها", "probability": 0.99130859375}, {"start": 6163.32, "end": 6163.32, "word": " نكتبها", "probability": 0.990625}, {"start": 6163.32, "end": 6163.32, "word": " نكتبها", "probability": 0.990234375}, {"start": 6163.32, "end": 6163.32, "word": " نكتبها", "probability": 0.9896484375}, {"start": 6163.32, "end": 6163.32, "word": " نكتبها", "probability": 0.9892578125}, {"start": 6163.32, "end": 6163.32, "word": " نكتبها", "probability": 0.9890625}, {"start": 6163.32, "end": 6163.32, "word": " نكتبها", "probability": 0.98857421875}, {"start": 6163.32, "end": 6163.32, "word": " نكتبها", "probability": 0.98818359375}, {"start": 6163.32, "end": 6163.32, "word": " نكتبها", "probability": 0.9875}, {"start": 6163.32, "end": 6163.32, "word": " نكتبها", "probability": 0.9873046875}, {"start": 6163.32, "end": 6163.32, "word": " نكتبها", "probability": 0.986328125}, {"start": 6163.32, "end": 6163.32, "word": " نكتبها", "probability": 0.98505859375}, {"start": 6163.32, "end": 6163.38, "word": " نكتبها", "probability": 0.9853515625}, {"start": 6163.38, "end": 6163.62, "word": " نكتبها", "probability": 0.98544921875}, {"start": 6163.62, "end": 6165.54, "word": " نكتبها", "probability": 0.9841796875}, {"start": 6165.54, "end": 6166.94, "word": " نكتبها", "probability": 0.98251953125}, {"start": 6166.94, "end": 6169.62, "word": " نكتبها", "probability": 0.98359375}, {"start": 6169.62, "end": 6171.16, "word": " نكتبها", "probability": 0.98251953125}, {"start": 6171.16, "end": 6173.5, "word": " نكتبها", "probability": 0.98212890625}, {"start": 6173.5, "end": 6173.6, "word": " نك", "probability": 0.995849609375}], "temperature": 1.0}, {"id": 220, "seek": 619914, "start": 6173.9, "end": 6199.14, "text": "قلنا هو النتيجة الاش النهائية التي نحاول أن نصل إليها خدنا وظائف الإدارة الأربع تخطيط تنظيم توجيه رقابة تعرفنا على السيد مدير أو مديرة تعرفنا على مستويات الإدارة عليا .. لأ يا أنتي عليا ووسط الدنيا ماتجيش الدنيا في النص تعرفنا على دوارهم قلنا تفاعلية", "tokens": [4587, 1211, 8315, 31439, 28239, 31371, 7435, 3660, 2423, 33599, 28239, 3224, 16373, 10632, 38392, 8717, 5016, 995, 12610, 14739, 8717, 36520, 11933, 20292, 11296, 16490, 3215, 8315, 4032, 19913, 16373, 5172, 33688, 3215, 9640, 3660, 16247, 25513, 3615, 6055, 9778, 9566, 1829, 9566, 6055, 1863, 19913, 32640, 6055, 29245, 1829, 3224, 12602, 4587, 16758, 3660, 37279, 28480, 8315, 15844, 21136, 25708, 3714, 3215, 13546, 34051, 3714, 3215, 48923, 37279, 28480, 8315, 15844, 3714, 14851, 45865, 9307, 33688, 3215, 9640, 3660, 6225, 20292, 995, 4386, 5296, 10721, 35186, 14739, 31371, 6225, 20292, 995, 4032, 41779, 9566, 32748, 22653, 995, 3714, 9307, 7435, 1829, 8592, 32748, 22653, 995, 8978, 28239, 9381, 37279, 28480, 8315, 15844, 11778, 2407, 9640, 16095, 12174, 1211, 8315, 6055, 5172, 995, 30241, 10632], "avg_logprob": -0.1711368086769825, "compression_ratio": 2.1116279069767443, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 6173.9, "end": 6174.24, "word": "قلنا", "probability": 0.691650390625}, {"start": 6174.24, "end": 6174.38, "word": " هو", "probability": 0.896484375}, {"start": 6174.38, "end": 6174.84, "word": " النتيجة", "probability": 0.883544921875}, {"start": 6174.84, "end": 6175.28, "word": " الاش", "probability": 0.451171875}, {"start": 6175.28, "end": 6176.68, "word": " النهائية", "probability": 0.954833984375}, {"start": 6176.68, "end": 6177.4, "word": " التي", "probability": 0.662109375}, {"start": 6177.4, "end": 6177.74, "word": " نحاول", "probability": 0.84002685546875}, {"start": 6177.74, "end": 6177.86, "word": " أن", "probability": 0.60986328125}, {"start": 6177.86, "end": 6178.06, "word": " نصل", "probability": 0.961181640625}, {"start": 6178.06, "end": 6178.42, "word": " إليها", "probability": 0.9098307291666666}, {"start": 6178.42, "end": 6179.62, "word": " خدنا", "probability": 0.9549153645833334}, {"start": 6179.62, "end": 6180.02, "word": " وظائف", "probability": 0.823974609375}, {"start": 6180.02, "end": 6180.42, "word": " الإدارة", "probability": 0.98486328125}, {"start": 6180.42, "end": 6180.84, "word": " الأربع", "probability": 0.9656575520833334}, {"start": 6180.84, "end": 6182.82, "word": " تخطيط", "probability": 0.94560546875}, {"start": 6182.82, "end": 6183.18, "word": " تنظيم", "probability": 0.9749755859375}, {"start": 6183.18, "end": 6183.5, "word": " توجيه", "probability": 0.82830810546875}, {"start": 6183.5, "end": 6184.18, "word": " رقابة", "probability": 0.9874267578125}, {"start": 6184.18, "end": 6185.66, "word": " تعرفنا", "probability": 0.8811848958333334}, {"start": 6185.66, "end": 6185.78, "word": " على", "probability": 0.68212890625}, {"start": 6185.78, "end": 6186.16, "word": " السيد", "probability": 0.915771484375}, {"start": 6186.16, "end": 6186.66, "word": " مدير", "probability": 0.9108072916666666}, {"start": 6186.66, "end": 6187.24, "word": " أو", "probability": 0.90478515625}, {"start": 6187.24, "end": 6187.68, "word": " مديرة", "probability": 0.9786783854166666}, {"start": 6187.68, "end": 6189.28, "word": " تعرفنا", "probability": 0.9895833333333334}, {"start": 6189.28, "end": 6189.4, "word": " على", "probability": 0.818359375}, {"start": 6189.4, "end": 6190.12, "word": " مستويات", "probability": 0.9830322265625}, {"start": 6190.12, "end": 6190.88, "word": " الإدارة", "probability": 0.9952392578125}, {"start": 6190.88, "end": 6192.08, "word": " عليا", "probability": 0.78369140625}, {"start": 6192.08, "end": 6192.14, "word": " ..", "probability": 0.3564453125}, {"start": 6192.14, "end": 6192.34, "word": " لأ", "probability": 0.834228515625}, {"start": 6192.34, "end": 6192.44, "word": " يا", "probability": 0.546875}, {"start": 6192.44, "end": 6192.64, "word": " أنتي", "probability": 0.4659423828125}, {"start": 6192.64, "end": 6192.98, "word": " عليا", "probability": 0.85595703125}, {"start": 6192.98, "end": 6193.34, "word": " ووسط", "probability": 0.7874348958333334}, {"start": 6193.34, "end": 6193.62, "word": " الدنيا", "probability": 0.9270833333333334}, {"start": 6193.62, "end": 6194.14, "word": " ماتجيش", "probability": 0.639013671875}, {"start": 6194.14, "end": 6194.42, "word": " الدنيا", "probability": 0.9876302083333334}, {"start": 6194.42, "end": 6194.54, "word": " في", "probability": 0.87841796875}, {"start": 6194.54, "end": 6194.88, "word": " النص", "probability": 0.90478515625}, {"start": 6194.88, "end": 6196.42, "word": " تعرفنا", "probability": 0.90966796875}, {"start": 6196.42, "end": 6196.54, "word": " على", "probability": 0.93017578125}, {"start": 6196.54, "end": 6197.16, "word": " دوارهم", "probability": 0.935791015625}, {"start": 6197.16, "end": 6198.46, "word": " قلنا", "probability": 0.8375651041666666}, {"start": 6198.46, "end": 6199.14, "word": " تفاعلية", "probability": 0.86923828125}], "temperature": 1.0}, {"id": 221, "seek": 622614, "start": 6199.72, "end": 6226.14, "text": "معلوماتية و قراراتية اتعرفنا على بعض المهارات ال skills مش كلها قولنا إدراكية و فنية و إنسانية شوفنا متى يكون المدير ناجح و متى يكون فاشل يمكن يكون فاشل اتعرفنا بعد كده على منظمات الأعمال أنواعها أخدنا الفرق بين الكفاءة و الفعلية بعدين أخدنا خصائص المجتمعات الحديثة", "tokens": [2304, 30241, 20498, 9307, 10632, 4032, 12174, 2288, 9640, 9307, 10632, 1975, 2655, 3615, 28480, 8315, 15844, 45030, 11242, 9673, 3224, 9640, 9307, 2423, 3942, 37893, 28242, 11296, 12174, 12610, 8315, 11933, 3215, 23557, 4117, 10632, 4032, 6156, 1863, 10632, 4032, 36145, 3794, 7649, 10632, 13412, 38688, 8315, 44650, 7578, 7251, 30544, 9673, 3215, 13546, 8717, 26108, 5016, 4032, 44650, 7578, 7251, 30544, 6156, 33599, 1211, 7251, 43020, 7251, 30544, 6156, 33599, 1211, 1975, 2655, 3615, 28480, 8315, 39182, 9122, 3215, 3224, 15844, 9154, 19913, 2304, 9307, 16247, 25957, 6027, 14739, 14407, 3615, 11296, 5551, 9778, 3215, 8315, 27188, 2288, 4587, 49374, 33251, 5172, 16606, 3660, 4032, 27188, 30241, 10632, 39182, 9957, 5551, 9778, 3215, 8315, 16490, 9381, 16373, 9381, 9673, 7435, 39237, 3615, 9307, 21542, 16254, 12984, 3660], "avg_logprob": -0.09771634838902034, "compression_ratio": 2.051502145922747, "no_speech_prob": 1.0728836059570312e-06, "words": [{"start": 6199.72, "end": 6200.5, "word": "معلوماتية", "probability": 0.89814453125}, {"start": 6200.5, "end": 6200.6, "word": " و", "probability": 0.947265625}, {"start": 6200.6, "end": 6201.2, "word": " قراراتية", "probability": 0.847802734375}, {"start": 6201.2, "end": 6202.24, "word": " اتعرفنا", "probability": 0.81416015625}, {"start": 6202.24, "end": 6202.5, "word": " على", "probability": 0.8876953125}, {"start": 6202.5, "end": 6202.92, "word": " بعض", "probability": 0.97802734375}, {"start": 6202.92, "end": 6203.6, "word": " المهارات", "probability": 0.9898681640625}, {"start": 6203.6, "end": 6203.7, "word": " ال", "probability": 0.460205078125}, {"start": 6203.7, "end": 6204.02, "word": " skills", "probability": 0.6640625}, {"start": 6204.02, "end": 6204.32, "word": " مش", "probability": 0.81201171875}, {"start": 6204.32, "end": 6204.8, "word": " كلها", "probability": 0.99560546875}, {"start": 6204.8, "end": 6205.8, "word": " قولنا", "probability": 0.7296549479166666}, {"start": 6205.8, "end": 6206.44, "word": " إدراكية", "probability": 0.95537109375}, {"start": 6206.44, "end": 6206.58, "word": " و", "probability": 0.984375}, {"start": 6206.58, "end": 6207.1, "word": " فنية", "probability": 0.9296875}, {"start": 6207.1, "end": 6207.62, "word": " و", "probability": 0.9833984375}, {"start": 6207.62, "end": 6208.24, "word": " إنسانية", "probability": 0.8414306640625}, {"start": 6208.24, "end": 6210.34, "word": " شوفنا", "probability": 0.81396484375}, {"start": 6210.34, "end": 6210.54, "word": " متى", "probability": 0.935791015625}, {"start": 6210.54, "end": 6210.82, "word": " يكون", "probability": 0.9833984375}, {"start": 6210.82, "end": 6211.2, "word": " المدير", "probability": 0.9910481770833334}, {"start": 6211.2, "end": 6211.54, "word": " ناجح", "probability": 0.9884440104166666}, {"start": 6211.54, "end": 6211.62, "word": " و", "probability": 0.97412109375}, {"start": 6211.62, "end": 6211.76, "word": " متى", "probability": 0.938720703125}, {"start": 6211.76, "end": 6211.98, "word": " يكون", "probability": 0.9912109375}, {"start": 6211.98, "end": 6212.44, "word": " فاشل", "probability": 0.9544270833333334}, {"start": 6212.44, "end": 6213.12, "word": " يمكن", "probability": 0.901611328125}, {"start": 6213.12, "end": 6213.3, "word": " يكون", "probability": 0.9921875}, {"start": 6213.3, "end": 6213.74, "word": " فاشل", "probability": 0.9876302083333334}, {"start": 6213.74, "end": 6215.76, "word": " اتعرفنا", "probability": 0.95419921875}, {"start": 6215.76, "end": 6215.92, "word": " بعد", "probability": 0.98046875}, {"start": 6215.92, "end": 6216.22, "word": " كده", "probability": 0.9690755208333334}, {"start": 6216.22, "end": 6216.36, "word": " على", "probability": 0.64111328125}, {"start": 6216.36, "end": 6216.84, "word": " منظمات", "probability": 0.9541015625}, {"start": 6216.84, "end": 6217.4, "word": " الأعمال", "probability": 0.9342447916666666}, {"start": 6217.4, "end": 6218.8, "word": " أنواعها", "probability": 0.9443359375}, {"start": 6218.8, "end": 6220.22, "word": " أخدنا", "probability": 0.8839111328125}, {"start": 6220.22, "end": 6220.54, "word": " الفرق", "probability": 0.9695638020833334}, {"start": 6220.54, "end": 6220.68, "word": " بين", "probability": 0.904296875}, {"start": 6220.68, "end": 6221.18, "word": " الكفاءة", "probability": 0.9501953125}, {"start": 6221.18, "end": 6221.24, "word": " و", "probability": 0.73388671875}, {"start": 6221.24, "end": 6221.92, "word": " الفعلية", "probability": 0.9187825520833334}, {"start": 6221.92, "end": 6223.16, "word": " بعدين", "probability": 0.927001953125}, {"start": 6223.16, "end": 6223.62, "word": " أخدنا", "probability": 0.96142578125}, {"start": 6223.62, "end": 6224.12, "word": " خصائص", "probability": 0.9698486328125}, {"start": 6224.12, "end": 6224.98, "word": " المجتمعات", "probability": 0.9791015625}, {"start": 6224.98, "end": 6226.14, "word": " الحديثة", "probability": 0.97265625}], "temperature": 1.0}, {"id": 222, "seek": 625000, "start": 6227.5, "end": 6250.0, "text": "أخر حاجة، إيش هي التحديات اللي تتواجهنا في عالم اليوم في مجال الأعمل؟ في أي سؤال في المحاضرة اليوم؟ أي سؤال؟ ولا أسأل أنا؟ واتقة يعني؟ أي سؤال يا جماعة؟ أسلوب المحاضرة بالطريقة دي منيح ولا نغيره؟", "tokens": [10721, 34740, 11331, 26108, 3660, 12399, 11933, 1829, 8592, 39896, 16712, 5016, 16254, 9307, 13672, 1829, 6055, 2655, 2407, 26108, 3224, 8315, 8978, 6225, 45340, 45595, 20498, 8978, 3714, 7435, 6027, 16247, 25957, 1211, 22807, 8978, 36632, 8608, 33604, 6027, 8978, 9673, 5016, 46958, 25720, 45595, 20498, 22807, 36632, 8608, 33604, 6027, 22807, 49429, 5551, 3794, 10721, 1211, 41850, 22807, 4032, 9307, 28671, 37495, 22653, 22807, 36632, 8608, 33604, 6027, 35186, 10874, 15042, 27884, 22807, 5551, 3794, 1211, 37746, 9673, 5016, 46958, 25720, 20666, 9566, 16572, 28671, 11778, 1829, 9154, 1829, 5016, 49429, 8717, 17082, 13546, 3224, 22807], "avg_logprob": -0.15514519810676575, "compression_ratio": 1.923913043478261, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 6227.5, "end": 6227.84, "word": "أخر", "probability": 0.855712890625}, {"start": 6227.84, "end": 6228.36, "word": " حاجة،", "probability": 0.8453369140625}, {"start": 6228.36, "end": 6228.44, "word": " إيش", "probability": 0.7908528645833334}, {"start": 6228.44, "end": 6228.6, "word": " هي", "probability": 0.90380859375}, {"start": 6228.6, "end": 6229.44, "word": " التحديات", "probability": 0.9830322265625}, {"start": 6229.44, "end": 6229.64, "word": " اللي", "probability": 0.5357666015625}, {"start": 6229.64, "end": 6230.34, "word": " تتواجهنا", "probability": 0.9220377604166666}, {"start": 6230.34, "end": 6230.54, "word": " في", "probability": 0.97900390625}, {"start": 6230.54, "end": 6230.9, "word": " عالم", "probability": 0.956298828125}, {"start": 6230.9, "end": 6231.36, "word": " اليوم", "probability": 0.989990234375}, {"start": 6231.36, "end": 6231.58, "word": " في", "probability": 0.63427734375}, {"start": 6231.58, "end": 6232.08, "word": " مجال", "probability": 0.9970703125}, {"start": 6232.08, "end": 6233.88, "word": " الأعمل؟", "probability": 0.84326171875}, {"start": 6233.88, "end": 6234.02, "word": " في", "probability": 0.63330078125}, {"start": 6234.02, "end": 6234.28, "word": " أي", "probability": 0.84619140625}, {"start": 6234.28, "end": 6234.98, "word": " سؤال", "probability": 0.99560546875}, {"start": 6234.98, "end": 6236.04, "word": " في", "probability": 0.9140625}, {"start": 6236.04, "end": 6236.48, "word": " المحاضرة", "probability": 0.9715576171875}, {"start": 6236.48, "end": 6238.52, "word": " اليوم؟", "probability": 0.93310546875}, {"start": 6238.52, "end": 6238.68, "word": " أي", "probability": 0.80859375}, {"start": 6238.68, "end": 6239.48, "word": " سؤال؟", "probability": 0.884765625}, {"start": 6239.48, "end": 6240.34, "word": " ولا", "probability": 0.6748046875}, {"start": 6240.34, "end": 6240.62, "word": " أسأل", "probability": 0.9564208984375}, {"start": 6240.62, "end": 6242.92, "word": " أنا؟", "probability": 0.704345703125}, {"start": 6242.92, "end": 6243.58, "word": " واتقة", "probability": 0.689208984375}, {"start": 6243.58, "end": 6244.32, "word": " يعني؟", "probability": 0.8994140625}, {"start": 6244.32, "end": 6245.48, "word": " أي", "probability": 0.85009765625}, {"start": 6245.48, "end": 6245.8, "word": " سؤال", "probability": 0.998046875}, {"start": 6245.8, "end": 6245.9, "word": " يا", "probability": 0.98681640625}, {"start": 6245.9, "end": 6247.68, "word": " جماعة؟", "probability": 0.9891357421875}, {"start": 6247.68, "end": 6248.0, "word": " أسلوب", "probability": 0.90478515625}, {"start": 6248.0, "end": 6248.48, "word": " المحاضرة", "probability": 0.992919921875}, {"start": 6248.48, "end": 6248.88, "word": " بالطريقة", "probability": 0.8787841796875}, {"start": 6248.88, "end": 6249.1, "word": " دي", "probability": 0.34375}, {"start": 6249.1, "end": 6249.3, "word": " منيح", "probability": 0.8162434895833334}, {"start": 6249.3, "end": 6249.42, "word": " ولا", "probability": 0.951171875}, {"start": 6249.42, "end": 6250.0, "word": " نغيره؟", "probability": 0.91083984375}], "temperature": 1.0}, {"id": 223, "seek": 627662, "start": 6253.82, "end": 6276.62, "text": "احنا هنغيره طبعا لإن انتوا هصيروا شاركوا في الشرح ان شاء الله هتقفوا مكاني و تشرحوا فهنغير الأسلوب بس كده تنزل الـSMIW اللي بقاشك نعم تنزل الـSMIW القادة عشان احنا نكون مخاطرين و نتخافيش ما تخافيش يا انت على مستقبلك هتخططي صح و تنظمي و تنافذي 100% و تكوني قائد في الميدان أي سؤال ان شاء الله يعطيكوا العافية", "tokens": [39319, 8315, 8032, 1863, 17082, 13546, 3224, 23032, 3555, 3615, 995, 5296, 28814, 1863, 16472, 2655, 14407, 8032, 9381, 13546, 14407, 13412, 9640, 4117, 14407, 8978, 25124, 2288, 5016, 16472, 13412, 16606, 21984, 8032, 2655, 4587, 5172, 14407, 3714, 41361, 1829, 4032, 6055, 46309, 5016, 14407, 6156, 3224, 1863, 17082, 13546, 16247, 3794, 1211, 37746, 4724, 3794, 9122, 3215, 3224, 6055, 1863, 11622, 1211, 2423, 39184, 50, 13808, 54, 13672, 1829, 4724, 4587, 33599, 4117, 8717, 25957, 6055, 1863, 11622, 1211, 2423, 39184, 50, 13808, 54, 25062, 18513, 3660, 6225, 8592, 7649, 1975, 5016, 8315, 8717, 30544, 3714, 9778, 41193, 2288, 9957, 4032, 8717, 2655, 9778, 31845, 1829, 8592, 19446, 6055, 9778, 31845, 1829, 8592, 35186, 16472, 2655, 15844, 3714, 14851, 4587, 36150, 4117, 8032, 2655, 9778, 9566, 9566, 1829, 20328, 5016, 4032, 6055, 1863, 19913, 2304, 1829, 4032, 6055, 8315, 5172, 8848, 1829, 2319, 4, 4032, 6055, 30544, 1829, 12174, 16373, 3215, 8978, 9673, 25708, 7649, 36632, 8608, 33604, 6027, 16472, 13412, 16606, 21984, 37495, 9566, 1829, 4117, 14407, 18863, 31845, 10632], "avg_logprob": -0.2185704082935706, "compression_ratio": 2.007380073800738, "no_speech_prob": 1.1920928955078125e-06, "words": [{"start": 6253.82, "end": 6254.12, "word": "احنا", "probability": 0.802978515625}, {"start": 6254.12, "end": 6254.52, "word": " هنغيره", "probability": 0.96396484375}, {"start": 6254.52, "end": 6254.76, "word": " طبعا", "probability": 0.9725341796875}, {"start": 6254.76, "end": 6254.94, "word": " لإن", "probability": 0.6385091145833334}, {"start": 6254.94, "end": 6255.1, "word": " انتوا", "probability": 0.76220703125}, {"start": 6255.1, "end": 6255.4, "word": " هصيروا", "probability": 0.8421630859375}, {"start": 6255.4, "end": 6255.76, "word": " شاركوا", "probability": 0.8037109375}, {"start": 6255.76, "end": 6255.86, "word": " في", "probability": 0.9423828125}, {"start": 6255.86, "end": 6256.26, "word": " الشرح", "probability": 0.8466796875}, {"start": 6256.26, "end": 6256.4, "word": " ان", "probability": 0.438720703125}, {"start": 6256.4, "end": 6256.54, "word": " شاء", "probability": 0.969970703125}, {"start": 6256.54, "end": 6256.58, "word": " الله", "probability": 0.94921875}, {"start": 6256.58, "end": 6256.96, "word": " هتقفوا", "probability": 0.9154296875}, {"start": 6256.96, "end": 6257.34, "word": " مكاني", "probability": 0.9005533854166666}, {"start": 6257.34, "end": 6257.4, "word": " و", "probability": 0.6162109375}, {"start": 6257.4, "end": 6257.96, "word": " تشرحوا", "probability": 0.967529296875}, {"start": 6257.96, "end": 6259.22, "word": " فهنغير", "probability": 0.923046875}, {"start": 6259.22, "end": 6259.96, "word": " الأسلوب", "probability": 0.9429931640625}, {"start": 6259.96, "end": 6260.42, "word": " بس", "probability": 0.640869140625}, {"start": 6260.42, "end": 6260.66, "word": " كده", "probability": 0.8738606770833334}, {"start": 6260.66, "end": 6261.04, "word": " تنزل", "probability": 0.901611328125}, {"start": 6261.04, "end": 6261.62, "word": " الـSMIW", "probability": 0.40029296875}, {"start": 6261.62, "end": 6261.82, "word": " اللي", "probability": 0.892333984375}, {"start": 6261.82, "end": 6262.24, "word": " بقاشك", "probability": 0.5487060546875}, {"start": 6262.24, "end": 6262.92, "word": " نعم", "probability": 0.55816650390625}, {"start": 6262.92, "end": 6263.6, "word": " تنزل", "probability": 0.9642333984375}, {"start": 6263.6, "end": 6264.12, "word": " الـSMIW", "probability": 0.90849609375}, {"start": 6264.12, "end": 6264.62, "word": " القادة", "probability": 0.770263671875}, {"start": 6264.62, "end": 6264.86, "word": " عشان", "probability": 0.97705078125}, {"start": 6264.86, "end": 6264.98, "word": " احنا", "probability": 0.7714029947916666}, {"start": 6264.98, "end": 6265.24, "word": " نكون", "probability": 0.826171875}, {"start": 6265.24, "end": 6265.76, "word": " مخاطرين", "probability": 0.78447265625}, {"start": 6265.76, "end": 6265.88, "word": " و", "probability": 0.59521484375}, {"start": 6265.88, "end": 6266.4, "word": " نتخافيش", "probability": 0.5979817708333334}, {"start": 6266.4, "end": 6266.54, "word": " ما", "probability": 0.49755859375}, {"start": 6266.54, "end": 6267.0, "word": " تخافيش", "probability": 0.9771484375}, {"start": 6267.0, "end": 6267.08, "word": " يا", "probability": 0.849609375}, {"start": 6267.08, "end": 6267.26, "word": " انت", "probability": 0.677978515625}, {"start": 6267.26, "end": 6267.36, "word": " على", "probability": 0.310546875}, {"start": 6267.36, "end": 6267.9, "word": " مستقبلك", "probability": 0.94052734375}, {"start": 6267.9, "end": 6268.56, "word": " هتخططي", "probability": 0.9612630208333334}, {"start": 6268.56, "end": 6268.82, "word": " صح", "probability": 0.9853515625}, {"start": 6268.82, "end": 6268.98, "word": " و", "probability": 0.81201171875}, {"start": 6268.98, "end": 6269.56, "word": " تنظمي", "probability": 0.97060546875}, {"start": 6269.56, "end": 6269.66, "word": " و", "probability": 0.9248046875}, {"start": 6269.66, "end": 6270.12, "word": " تنافذي", "probability": 0.757373046875}, {"start": 6270.12, "end": 6270.26, "word": " 100", "probability": 0.356689453125}, {"start": 6270.26, "end": 6270.54, "word": "%", "probability": 0.953125}, {"start": 6270.54, "end": 6270.82, "word": " و", "probability": 0.63330078125}, {"start": 6270.82, "end": 6271.22, "word": " تكوني", "probability": 0.9734700520833334}, {"start": 6271.22, "end": 6271.56, "word": " قائد", "probability": 0.97607421875}, {"start": 6271.56, "end": 6271.68, "word": " في", "probability": 0.98193359375}, {"start": 6271.68, "end": 6272.86, "word": " الميدان", "probability": 0.9619140625}, {"start": 6272.86, "end": 6273.38, "word": " أي", "probability": 0.546875}, {"start": 6273.38, "end": 6273.66, "word": " سؤال", "probability": 0.9873046875}, {"start": 6273.66, "end": 6273.84, "word": " ان", "probability": 0.75439453125}, {"start": 6273.84, "end": 6274.04, "word": " شاء", "probability": 0.98828125}, {"start": 6274.04, "end": 6274.48, "word": " الله", "probability": 0.96142578125}, {"start": 6274.48, "end": 6276.18, "word": " يعطيكوا", "probability": 0.88876953125}, {"start": 6276.18, "end": 6276.62, "word": " العافية", "probability": 0.9864908854166666}], "temperature": 1.0}], "language": "ar", "language_probability": 1.0, "duration": 6277.30575, "duration_after_vad": 5849.830625000035}
\ No newline at end of file
diff --git a/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/xpqNjXUQivg_raw.srt b/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/xpqNjXUQivg_raw.srt
new file mode 100644
index 0000000000000000000000000000000000000000..a9d8b0a4541c4ae7d8d4017498caf996500592af
--- /dev/null
+++ b/PL9fwy3NUQKwbaMuUvKA-ohroewLpA-B4i/xpqNjXUQivg_raw.srt
@@ -0,0 +1,4652 @@
+1
+00:00:05,550 --> 00:00:08,070
+أعوذ بالله السميع العلي من الشيطان الرجيم بسم الله
+
+2
+00:00:08,070 --> 00:00:11,110
+الرحمن الرحيم الحمد لله و الصلاة والسلام على
+
+3
+00:00:11,110 --> 00:00:15,150
+المصطفى الأمين سيدنا محمد وعلى آله ومن ساره وعلى
+
+4
+00:00:15,150 --> 00:00:17,630
+دربيه بإحسان يوم الدين في بداية السلام عليكم ورحمة
+
+5
+00:00:17,630 --> 00:00:21,670
+الله كيف حالكم؟ كل عام انتوا بخير، بالمناسبة بدأ
+
+6
+00:00:21,670 --> 00:00:24,820
+الفاصلة الدراسة الجديدةوأهلا وسهلا فيكم معانا
+
+7
+00:00:24,820 --> 00:00:29,320
+ببرنامج ماجستير إدارة الأعمال في الجامعة الإسلامية
+
+8
+00:00:29,320 --> 00:00:33,480
+بغزة هنكون مع بعض اليوم ان شاء الله في مساق مبادئ
+
+9
+00:00:33,480 --> 00:00:37,800
+إدارة الأعمال اللي هو مادة استدراكية لخرجين غير
+
+10
+00:00:37,800 --> 00:00:42,020
+الكليات التجارية زي ما انت شايفه هذه أمامك الخطة
+
+11
+00:00:42,830 --> 00:00:44,670
+خطوط المادة اللي هنمشي عليها ان شاء الله خلال
+
+12
+00:00:44,670 --> 00:00:47,890
+الأربع أشهر القادمة طبعا أنا ماوزعتها عليكم لأني
+
+13
+00:00:47,890 --> 00:00:51,830
+جايباها ع شكل مسودة بنناقشها مع بعض إذا في أي
+
+14
+00:00:51,830 --> 00:00:54,970
+اعتراض بناخده بالاعتبار مافيش اعتراض بنجيبها
+
+15
+00:00:54,970 --> 00:00:58,210
+المحاضرة الجاية بشكل نهائي زي ما انت عارفة اسم
+
+16
+00:00:58,210 --> 00:01:03,850
+المادة مبادئ إدارة الأعمال تلات ساعات أنا اسم
+
+17
+00:01:03,850 --> 00:01:07,070
+الدكتورة خودي الفليت حاصلة ع درجة الدكتوراه في
+
+18
+00:01:07,070 --> 00:01:11,980
+فلسفة إدارة الأعمال تخصص أنظمة المعلوماتهي وسائل
+
+19
+00:01:11,980 --> 00:01:16,940
+الاتصال المتاحة أمامكم المكتب تبعي أنا إما في
+
+20
+00:01:16,940 --> 00:01:21,800
+الحدان 511 أو بابنا الإدارة 309 أنتم من الجامعة
+
+21
+00:01:21,800 --> 00:01:26,820
+ولا من الجامعة التانية؟ ماشي، هاي رقم من التليفون
+
+22
+00:01:26,820 --> 00:01:32,120
+تبع الجامعة، هاد رقم جوالي ممكن نعمل مجموع على
+
+23
+00:01:32,120 --> 00:01:35,340
+الواتس إلكوا لحتى نصير نتواصل إن شاء الله هاي
+
+24
+00:01:35,340 --> 00:01:38,870
+البرنامج الإلكتروني، هاي حسابي على ال Faceوهي
+
+25
+00:01:38,870 --> 00:01:42,910
+الصفحة الشخصية، لو عايزة تشوف الـ Presentation تبع
+
+26
+00:01:42,910 --> 00:01:45,630
+المادة، ممكن تلاقيه هناك طبعا، هاي الـ Model، احنا
+
+27
+00:01:45,630 --> 00:01:49,310
+هنستخدم مع بعض الـ Model اللي هو كيف نعمل امتحانات
+
+28
+00:01:49,310 --> 00:01:54,330
+على الجهاز وشغلات هذه، هاي الـ Watts اللي هنعملها
+
+29
+00:01:54,330 --> 00:01:59,390
+إن شاء الله، هاي ساعات وجودي في المكتب ومحاضراتنا
+
+30
+00:01:59,390 --> 00:02:04,910
+إن شاء الله هتكون سبت فقط، من الساعة 12 إلى الساعة
+
+31
+00:02:04,910 --> 00:02:12,370
+3، من 12 إلى 3هنا الكتاب عندنا كتابين إلكترونيات
+
+32
+00:02:12,370 --> 00:02:16,190
+موجودين على الصفحة الشخصية هاي الرابط تبعهم إذا
+
+33
+00:02:16,190 --> 00:02:19,470
+الكتب عندنا إلكترونية ممكن تحمليها PDF وخلاص يعني
+
+34
+00:02:19,470 --> 00:02:23,250
+من غير ما تطبعيها ورقي اللي برايحك عندنا إيش عندنا
+
+35
+00:02:23,250 --> 00:02:27,330
+كتابين هنا عندنا مراجع مساعدة مواقع انترنت بتحكي
+
+36
+00:02:27,330 --> 00:02:32,390
+عن نفس المجال المادة
+
+37
+00:02:32,390 --> 00:02:35,630
+هذه احنا هناخد فيها شغلتين هناخد فيها شو هي
+
+38
+00:02:35,630 --> 00:02:44,410
+الإدارةوظائفها الأربعة ووظائف المؤسسات اللي هي زي
+
+39
+00:02:44,410 --> 00:02:46,790
+ما هو كتبلنا التخليط والتنظيم والقيادة والاقتصاد
+
+40
+00:02:46,790 --> 00:02:48,850
+والرقابة والتسييق والمالية والمراد البشرية
+
+41
+00:02:48,850 --> 00:02:52,170
+والانتاج، طبعا احنا هناخد نظرة شاملة عن علم إيش،
+
+42
+00:02:52,170 --> 00:02:55,750
+علم الإدارة لما نخلص ان شاء الله من المادة، هنكون
+
+43
+00:02:55,750 --> 00:02:59,760
+تعرفنا على شو يعني إدارة، كوّرنا فكرة عنهاالإدارة
+
+44
+00:02:59,760 --> 00:03:02,780
+بين المادة والحاضر هندرس مع بعض وظائف الإدارة
+
+45
+00:03:02,780 --> 00:03:06,160
+ووظائف المشروع كمان هنتعلم مع بعض كيف ممكن نكتسب
+
+46
+00:03:06,160 --> 00:03:10,300
+مهارات إدارية حيكون عندنا cases study كيف بدنا
+
+47
+00:03:10,300 --> 00:03:16,840
+أنحلهم مع بعض هذا توزيع خطط المادة على الأربع تاشر
+
+48
+00:03:16,840 --> 00:03:21,820
+أسبوع احنا عندنا ستاشر نستثني منهم أسبوعين
+
+49
+00:03:21,820 --> 00:03:25,900
+للامتحانات بضل جداش أربع تاشرهي المادة موزعة
+
+50
+00:03:25,900 --> 00:03:29,920
+بالشكل هذا، هنبدأ اليوم في مفاهيم الإدارة والأعمال
+
+51
+00:03:29,920 --> 00:03:31,460
+في عالم اليوم
+
+52
+00:03:33,690 --> 00:03:37,810
+لما نخلص ان شاء الله مخرجات المادة هتكون بتعرفي شو
+
+53
+00:03:37,810 --> 00:03:41,830
+معنى إدارة لحتى تتأهل للدراسة للماجستير هيكون عندك
+
+54
+00:03:41,830 --> 00:03:44,250
+مهارات التفكير والتحليل والقدرة على حال المشاكل
+
+55
+00:03:44,250 --> 00:03:47,450
+لأن الإدارة بتعتمد على كده هيكون عندك مهارات شخصية
+
+56
+00:03:47,450 --> 00:03:50,430
+اللي هي التواصل اللي عمل بروح الفريق هيكون عندك
+
+57
+00:03:50,430 --> 00:03:54,370
+مهارات التحليل والإيش والاتصال اللي هي قاعد
+
+58
+00:03:54,370 --> 00:03:58,450
+الأساسية لعلم الإدارة في عندنا استراتيجيات زي ما
+
+59
+00:03:58,450 --> 00:04:01,800
+انتوا عارفين للتدريس هنعتمدها ان شاء اللهإن
+
+60
+00:04:01,800 --> 00:04:06,190
+المحاضرة المشاركة طبعا لازم تشاركوا في المحاضرةعنا
+
+61
+00:04:06,190 --> 00:04:09,350
+كمان الصف المقلوب اللي هو نحضره في البيت و نيجي
+
+62
+00:04:09,350 --> 00:04:13,950
+نشرحه عنا كمان العصف الدهني نطرح سؤال و نفكر فيه
+
+63
+00:04:13,950 --> 00:04:18,990
+عنا المحاكاة مجموعات مصغرة و فاكر زاوى الشارك و
+
+64
+00:04:18,990 --> 00:04:23,210
+هكذا كلهم هناخدهم ان شاء الله أثناء الفصل اللي هان
+
+65
+00:04:23,210 --> 00:04:26,270
+الطالبة عشان تنجح في المدى و تجدازها ان شاء الله
+
+66
+00:04:26,270 --> 00:04:30,050
+لازم تحضر المحاضرة و تشارك في عنا quizات لحتى
+
+67
+00:04:30,050 --> 00:04:35,150
+الذاكره طبعا مطلوب منكوا presentationإذا ضال العدد
+
+68
+00:04:35,150 --> 00:04:39,590
+قليل هشيل أنا برضه معاكم في المادة أشرح أنا يعني
+
+69
+00:04:39,590 --> 00:04:42,510
+طبعا في ال presentation يا أخوات أنت بتعرضي ال
+
+70
+00:04:42,510 --> 00:04:45,970
+chapter تبعك و أنا برجع بشرح تاني إن شاء الله في
+
+71
+00:04:45,970 --> 00:04:49,130
+عنا ممكن نجيب مقالات تلخصيها تشوف إيش استفدتي منها
+
+72
+00:04:49,130 --> 00:04:52,550
+case study زي ما حكينا و بعدين عنا .. خد بالك عنا
+
+73
+00:04:52,550 --> 00:04:58,110
+امتحانين نصفي و امتحان نهائي لأن عنا مدوان و مدوا
+
+74
+00:04:58,110 --> 00:05:04,290
+عشان مصلحتكم كيف هنقيمكم؟طبعاً عن طريق الامتحانات
+
+75
+00:05:04,290 --> 00:05:09,090
+الكوزات الحضور التقييم بالأقران اللي هو الـ peer
+
+76
+00:05:09,090 --> 00:05:11,890
+معناه أنتوا تقيموا بعض يعني هي عاملة presentation
+
+77
+00:05:11,890 --> 00:05:16,130
+أنتوا إيش رأيكوا؟ ناخده بعلي الاعتبار كمان طبعا
+
+78
+00:05:16,130 --> 00:05:19,370
+الاتزام بتسليم مراعي ده كان فيه أنشطة على إيش؟ على
+
+79
+00:05:19,370 --> 00:05:23,290
+الموديل إيش التكنولوجيا اللي هنستخدمها؟ ال LCD زي
+
+80
+00:05:23,290 --> 00:05:27,650
+ما أنت شايفها؟ هيكون عندنا مقاطع فيديو يلها علاقة؟
+
+81
+00:05:27,650 --> 00:05:31,760
+في عندنا model؟ممكن نزور مواقع إلكترونية لها علاقة
+
+82
+00:05:31,760 --> 00:05:36,840
+بالمادة كمان عندنا امتحانات على الـ Model وممكن
+
+83
+00:05:36,840 --> 00:05:42,380
+نناقش المادة على مجموعة الـ WhatsApp طبعا أهم حاجة
+
+84
+00:05:42,380 --> 00:05:47,640
+بتهمكوا عشان تجهزوا المادة اللي
+
+85
+00:05:47,640 --> 00:05:52,780
+هي توزيع الدرجات أخدت بالك معكوسة ستين أربعين
+
+86
+00:05:52,780 --> 00:05:59,260
+الأربعين هذه نهائيةبالنهاية 41 من 48 ان شاء الله
+
+87
+00:05:59,260 --> 00:06:03,820
+خدوا بأيكم في مدرستيها درجة نجاح من 70 أكيد عارفين
+
+88
+00:06:03,820 --> 00:06:11,320
+أو من 75 واضح الستين كيف موزعينها؟ تلاتين امتحاني
+
+89
+00:06:11,320 --> 00:06:16,360
+نصفي يعني خمستاشر خمستاشر و ال presentation عشرين
+
+90
+00:06:16,360 --> 00:06:23,060
+ماشي و حضوره و مشاركة و حلول و نشاط هي عشرة في أي
+
+91
+00:06:23,060 --> 00:06:28,630
+طالبةمنزعجة أو حاسة أنه فيه ظلم في توزيع الدرجات
+
+92
+00:06:28,630 --> 00:06:34,230
+فيها طيبة تقول لا بتناجح أنا معقلة ده بدي خمسين،
+
+93
+00:06:34,230 --> 00:06:39,210
+خمسين؟
+
+94
+00:06:39,210 --> 00:06:42,630
+هي
+
+95
+00:06:42,630 --> 00:06:46,990
+لازم تتظبط في كل حاجة بصراحة ماتحطش في بالها أنا
+
+96
+00:06:46,990 --> 00:06:49,610
+ماتتظبطش يعني ماتحط في بالها أنا ماتتظبط يعني لأن
+
+97
+00:06:49,610 --> 00:06:53,950
+هذه مادة مفاهيم عامة يعني الأخت اللي هنا تفضلي
+
+98
+00:06:55,520 --> 00:06:59,840
+تشعرون بالعدالة؟ الأستاذة؟ عدالة إن شاء الله طب في
+
+99
+00:06:59,840 --> 00:07:02,220
+أي ملاحظة على الخطة اللي أنا عرضتها على أساس لو
+
+100
+00:07:02,220 --> 00:07:06,600
+بدنا نغير، نغير قبل أن أصورها بشكل نهائي لكم؟
+
+101
+00:07:06,600 --> 00:07:10,600
+بتنهي المواضيع، إيش حابين تدرسوا مثلا؟ أو إيش رجع
+
+102
+00:07:10,600 --> 00:07:15,620
+بالكم؟هي عندنا الـ Ethics الأخلاقيات، عندنا الـ
+
+103
+00:07:15,620 --> 00:07:19,820
+Culture، عندنا العولمة، عندنا الرياضة، تخطيط
+
+104
+00:07:19,820 --> 00:07:23,020
+الاستراتيجية، رقابة، تخيل القرارات، بصراحة مش
+
+105
+00:07:23,020 --> 00:07:28,060
+هنخلينه. في أي موضوع جاي على بالكم، ممكن نضيفه إن
+
+106
+00:07:28,060 --> 00:07:28,340
+شاء الله.
+
+107
+00:07:31,320 --> 00:07:35,540
+في أي موضوع؟
+
+108
+00:07:35,540 --> 00:07:39,720
+ما
+
+109
+00:07:39,720 --> 00:07:43,520
+هو الـ Customs؟ما هي في كل chapter ما تخافيش
+
+110
+00:07:43,520 --> 00:07:46,300
+الحالات العملية في كل chapter موجودة لأنها بتساعدك
+
+111
+00:07:46,300 --> 00:07:50,560
+على تحليل المشاكل و حالها إن شاء الله طب أنا
+
+112
+00:07:50,560 --> 00:07:52,720
+عرفتكوا بنفسي حكيت أنا الدكتورة خوذ الفريق
+
+113
+00:07:52,720 --> 00:07:54,900
+الدكتورات في دراسة العمل طب ممكن تعرف عليكم من
+
+114
+00:07:54,900 --> 00:07:58,920
+اليمين الطالب
+
+115
+00:07:58,920 --> 00:08:03,880
+قالأ ترفع صوتها شوية ما
+
+116
+00:08:03,880 --> 00:08:05,660
+شاء الله
+
+117
+00:08:10,170 --> 00:08:14,370
+ممتاز وانت تشتغل مناسقة مشاريع؟ مناسقة مشاريع
+
+118
+00:08:14,370 --> 00:08:17,010
+فوادي والتربيه الإنجليزي فوادي تاني فهو عشان
+
+119
+00:08:17,010 --> 00:08:19,750
+English إحنا متابعينها مصر أجنبية فقمت عملاتنا
+
+120
+00:08:19,750 --> 00:08:23,450
+وشغلنا English واشتغلت أصلا كان إلي تشتغل في العمل
+
+121
+00:08:23,450 --> 00:08:26,290
+الإيداري فبينها تتسابق خبرة لبس أن أنا بقرأ أصلا
+
+122
+00:08:26,290 --> 00:08:28,950
+في الأشياء الإيدارية ممتاز، في إينا إلي محاضات
+
+123
+00:08:28,950 --> 00:08:31,410
+مصورة عن إدارة المشاريع على اليوتيوب، ممكن تستفيدي
+
+124
+00:08:31,410 --> 00:08:36,210
+منها أهلا وسهلا يا ألاء العبسي أهلا وسهلا، اتفضلي
+
+125
+00:08:37,490 --> 00:08:41,750
+هنأ .. اقولكوا اسمكوا بخاص بالهمزة .. ايه هنأ
+
+126
+00:08:41,750 --> 00:08:49,350
+تفضلي .. ماشاء الله .. اه
+
+127
+00:08:49,350 --> 00:08:53,630
+ماشاء الله أهلا و سهلا ليش فكرت تدخلي .. تغيرتي
+
+128
+00:08:53,630 --> 00:08:55,570
+اتجاهك كده؟
+
+129
+00:09:07,160 --> 00:09:16,960
+خد بالك عندما أقول أشي بتحكي إذا كان المهندس ناجح
+
+130
+00:09:16,960 --> 00:09:26,080
+فهو إداري وإذا كان الإداري ناجح فهو بعقلية مهندس
+
+131
+00:09:26,080 --> 00:09:31,450
+شايف الترابط الكبير بينهم؟يعني لو أنتي مهندسة
+
+132
+00:09:31,450 --> 00:09:34,650
+ناجحة هيكون عندك عقلية إدارية و لك صحيح هو أصلا
+
+133
+00:09:34,650 --> 00:09:39,150
+طبيعي شغلي كمان بتطلب ال .. البادر المضغر الإداري
+
+134
+00:09:39,150 --> 00:09:44,110
+ممتازة لإني أنا حاليا بدأت أني أخد طلب أنظم ..
+
+135
+00:09:44,110 --> 00:09:47,890
+أحكي عشان أقدر أني أنجح في المجال أهلا وسهلا يا
+
+136
+00:09:47,890 --> 00:09:53,950
+هناء فضلي سميرة حلس أهلا وسهلا تخصصي برضه تدري
+
+137
+00:09:53,950 --> 00:09:57,870
+انجليزي بس بشتغل في .. انتي جامعة الإسلامية؟ لأ
+
+138
+00:09:57,870 --> 00:10:05,420
+أهلا وسهلاأشتغلت في مدرسة تقديم ماشاء الله ممتازة
+
+139
+00:10:05,420 --> 00:10:09,100
+و أتخصصي بالمشتري في تصميم التكنولوجيا ما شاء الله
+
+140
+00:10:09,100 --> 00:10:14,900
+بشوف التخصيات فوادي و الشغل فوادي طب منيح التنوع
+
+141
+00:10:14,900 --> 00:10:18,660
+كويس اليوم هنبدأ مع أهلا وسهلا فيكم جميعا اليوم
+
+142
+00:10:18,660 --> 00:10:22,820
+هنبدأ مع بعض ان شاء الله في أولى المحاضرات اللي
+
+143
+00:10:22,820 --> 00:10:25,560
+أنكوا عارفين تلت ساعات صعبة شوية هادى تعويضها
+
+144
+00:10:25,560 --> 00:10:30,900
+ماشوفكوش غمضة واحدة في الأسبوعفهنبدأ اليوم في بعض
+
+145
+00:10:30,900 --> 00:10:35,440
+أساسيات إيش أساسيات الإدارة ال slide اللي بشرح منه
+
+146
+00:10:35,440 --> 00:10:39,800
+موجود على صفحتي مبدئيا موجود على صفحتي بشكل مبدئي
+
+147
+00:10:39,800 --> 00:10:48,820
+الشابط
+
+148
+00:10:48,820 --> 00:10:55,460
+الأول مفاهيم الإدارة والأعمال في عالم اليوم واحدة
+
+149
+00:10:55,460 --> 00:11:01,470
+واحدة هنتعرف على شو معناه إدارةمفهومها ووظائفها
+
+150
+00:11:01,470 --> 00:11:05,870
+الإدارة الشخص اللي بيقوم فيها اسمه مدير يعني ترى
+
+151
+00:11:05,870 --> 00:11:08,630
+من هو المدير هل كل شخص قاعد ورا مكتب بيسميه مدير و
+
+152
+00:11:08,630 --> 00:11:11,670
+لا مين بيطلع هذا؟ إيش مسئولياته؟ إيش أنواعه؟
+
+153
+00:11:11,670 --> 00:11:17,010
+أدواره؟ مهاراته؟ منظمات الأعمال؟ خصائص المجتمعات
+
+154
+00:11:17,010 --> 00:11:21,930
+الحديثة اليوم؟ وإيش التحديات المعاصرة في عالم
+
+155
+00:11:21,930 --> 00:11:25,350
+اليوم؟ إذا اليوم أحنا في المحاضرة هنستعرض الأمور
+
+156
+00:11:25,350 --> 00:11:30,530
+الخامسة هذه الإدارة، المديرمنظمات العمل وخصائص
+
+157
+00:11:30,530 --> 00:11:34,390
+المجتمعات الحديثة وتحديات بتواجهنا اليوم في عالم
+
+158
+00:11:34,390 --> 00:11:46,310
+الإدارة نبدأ واحدة واحدة الآن
+
+159
+00:11:46,310 --> 00:11:51,650
+إحنا عندنا في العالم موارد اللي إحنا بنسميها الـ
+
+160
+00:11:51,650 --> 00:11:59,030
+6Ms plus two اللي هي الـ six materialsplus two
+
+161
+00:11:59,030 --> 00:12:02,810
+يعني الاتنين هدلك مش بحرف ال M إيش بتعتقدوا موارد
+
+162
+00:12:02,810 --> 00:12:07,190
+.. يعني الآن إحنا هنسونا وياكم مثلا مشروع إيش لازم
+
+163
+00:12:07,190 --> 00:12:13,590
+يكون عندنا لحتى يصير عندنا مشروع؟
+
+164
+00:12:13,590 --> 00:12:23,170
+أول حاجة المال، ماشي money ممتاز الإنسان إحنا
+
+165
+00:12:23,170 --> 00:12:25,990
+تجاوزا من goal من هو الإنسان human بس إحنا من goal
+
+166
+00:12:25,990 --> 00:12:31,880
+من عشان تيجي بحرف ال Mممتازة مواد خام عكس أنا
+
+167
+00:12:31,880 --> 00:12:41,720
+واحدة واحدة يعني مواد خام material آلات
+
+168
+00:12:41,720 --> 00:12:45,220
+إيش
+
+169
+00:12:45,220 --> 00:12:54,220
+كمان؟ إذا حكينا من money material machine سوق أيوة
+
+170
+00:12:54,220 --> 00:12:55,540
+market
+
+171
+00:12:57,460 --> 00:13:01,580
+أخر حاجة اللي هي الإدارة إذا الإدارة إيش
+
+172
+00:13:01,580 --> 00:13:10,620
+management plus two ال two هدولة مش بال M اللي هم
+
+173
+00:13:10,620 --> 00:13:17,660
+information plus
+
+174
+00:13:17,660 --> 00:13:23,520
+timeإذا المواد اللي راب نخلقها إلنا عشان نستخدمها
+
+175
+00:13:23,520 --> 00:13:28,420
+في مجال الأعمال في مجال المشاريع هم ستة زائد اتنين
+
+176
+00:13:28,420 --> 00:13:32,820
+أول حاجة وهم عنصر الإنسان لأنه لو هدول موجودين
+
+177
+00:13:32,820 --> 00:13:37,500
+ومافيش إنسان ماحش هيستخدمهم، واضح؟ الإنسان ممكن
+
+178
+00:13:37,500 --> 00:13:40,240
+يجيب المال والمواد الخيامة والألات والسوق والإدارة
+
+179
+00:13:40,240 --> 00:13:43,020
+والمعلومات والوقت وشغل مخ ويحقق الأهداف اللي هو
+
+180
+00:13:43,020 --> 00:13:48,000
+إيش عايزها إذا عندنا أول شي عناصر الإنتاجزي ما
+
+181
+00:13:48,000 --> 00:13:51,020
+حكينا الإنسان، الموارد البشري، الفلوس، الموارد
+
+182
+00:13:51,020 --> 00:13:57,020
+الخام، الألات والسوق والإدارة والمعلومات زائد إيش
+
+183
+00:13:57,020 --> 00:14:01,560
+زائد الوقت هذه بنسميها مدخلات زي ما تبقى حكيناها
+
+184
+00:14:01,560 --> 00:14:04,500
+لما نيجي نأسس لأي مشروع بدي يكون عندنا مدخلات اللي
+
+185
+00:14:04,500 --> 00:14:10,840
+هي إيش؟ اللي هي الموارد الـ 6Ms اللاحظ
+
+186
+00:14:10,840 --> 00:14:15,360
+مع بعض في عالمنا عندنا دول، نغير التحديد طبعا،
+
+187
+00:14:15,360 --> 00:14:26,900
+تمتلككل شيء لكن فقيرة عندها بطالة ودول العالم تالت
+
+188
+00:14:26,900 --> 00:14:36,060
+هذا الكلام موجود على دلوقت وعنا دول لا تمتلك حتى
+
+189
+00:14:36,060 --> 00:14:43,080
+لو جزء من المواد الأولى هذه الدول زي اليابان انتوا
+
+190
+00:14:43,080 --> 00:14:47,320
+عارفين ان اليابان منطقة زلازةماشي، هدف حد ذاته خطر
+
+191
+00:14:47,320 --> 00:14:52,020
+واضح؟ واليابان كمان مافيش فيها موارد كتيرة إنها
+
+192
+00:14:52,020 --> 00:14:59,120
+دولة إيش؟ متقدمة صناعيا واقتصاديا وها كده إيش
+
+193
+00:14:59,120 --> 00:15:02,820
+الفرق بين الاتنين؟ أو إيش الحاسم إنه ناس عندها كل
+
+194
+00:15:02,820 --> 00:15:07,120
+حاجة لكن فقيرة عندها بطالة في العالم التالت وناس
+
+195
+00:15:07,120 --> 00:15:11,540
+ماعندهاش حاجة ومن الدول المتقدمة فكرة الإنسان
+
+196
+00:15:11,540 --> 00:15:14,480
+باستخدامها بالموارد يعني إيه؟ التعليم نفسه
+
+197
+00:15:17,120 --> 00:15:21,940
+اللي هو احنا إيش ممكن نستخدم .. نلخصه حصن الإدارة
+
+198
+00:15:21,940 --> 00:15:27,440
+يعني الدول اللي عندها الشغلات هذه كلها و بغزارة مش
+
+199
+00:15:27,440 --> 00:15:30,420
+عارفة تستخدمها فبتلاقي سوء إدارة فانك هي دول
+
+200
+00:15:30,420 --> 00:15:34,440
+متخلفة إذا مش شرط انا .. مش شرط يكون عندي كل حاجة
+
+201
+00:15:34,440 --> 00:15:37,680
+لحتى أصير متقدم ممكن يكون عندي أشياء بسيطة لكن
+
+202
+00:15:37,680 --> 00:15:44,270
+متقدم الدول قلنا زي الياباناستغلت وضعها فأصبحت من
+
+203
+00:15:44,270 --> 00:15:48,230
+الدول المتقدمة عشان ذلك احنا هطلعلنا حاجة اسمها
+
+204
+00:15:48,230 --> 00:15:54,930
+المدرسة اليابانية لكن مافيش حاجة اسمها مدرسة الدول
+
+205
+00:15:54,930 --> 00:15:59,970
+اللامية ماعندهم مش مدرسة ماشي اذا استغلال الموارد
+
+206
+00:15:59,970 --> 00:16:04,830
+وحسن استغلالها ده بنسميه إدارة تبدير الموارد
+
+207
+00:16:04,830 --> 00:16:10,470
+وإسرافها ده اسمه سوق إدارة الان ال 6Ms ده ليه
+
+208
+00:16:10,470 --> 00:16:16,360
+المدخلات؟هنستغلها بشكل جيد عن طريق وظائف الإدارة
+
+209
+00:16:16,360 --> 00:16:22,820
+وظائف الإدارة ممكن تلاقيهم أربعة أو خمسة حسب بس
+
+210
+00:16:22,820 --> 00:16:29,700
+الأساسيات أربعة تخطيط planning تنظيم organization
+
+211
+00:16:29,700 --> 00:16:36,670
+قيادة leadership الرقابة controllingإذا أنا عشان
+
+212
+00:16:36,670 --> 00:16:41,890
+أستغل الموارد هذه لازم أطبق وظائف إيش الإدارة لما
+
+213
+00:16:41,890 --> 00:16:47,110
+نطبق وظائف الإدارة هنوصل لمين؟ لهدف المؤسسة أو
+
+214
+00:16:47,110 --> 00:16:50,910
+الهدف تبعي اللي هو الـobjective إذا إذا أنت كطالبة
+
+215
+00:16:50,910 --> 00:16:55,850
+استغلتي وقتك منيح و استغلتي عقلك كويس ورتبتي أمورك
+
+216
+00:16:55,850 --> 00:17:01,970
+خطبتي ونظمتي و 100% هتوصل للهدف إيش؟ إيه بتاعك؟
+
+217
+00:17:01,970 --> 00:17:04,530
+فإن هنا السؤال بطرح نفسه ما هو الهدف؟
+
+218
+00:17:07,570 --> 00:17:12,370
+ما هو الهدف هذا الترحيلة؟
+
+219
+00:17:12,370 --> 00:17:19,250
+إيش
+
+220
+00:17:19,250 --> 00:17:27,710
+الهدف؟ نعطيكوا دقيقة للتفكير؟
+
+221
+00:17:27,710 --> 00:17:33,570
+ممكن يكون إنجاز معين سواء مادة أو معنى، وإن
+
+222
+00:17:33,570 --> 00:17:37,920
+الإنسان يضع على قطوات معينة عشان يحصليعني في حالة
+
+223
+00:17:37,920 --> 00:17:41,480
+نجاحك في المصاق ان شاء الله هتكون ينجزتي؟ ‏-
+
+224
+00:17:41,480 --> 00:17:45,160
+بالنسبالي هذا ‏- Okay ‏- هي الوصول للنتجة اللي قد
+
+225
+00:17:45,160 --> 00:17:57,040
+تم تخطيطها ‏- ممتاز، ممتاز، لخط سميرة ‏- من أي شيء
+
+226
+00:17:57,040 --> 00:17:59,040
+يعني، خضع خطة و ..
+
+227
+00:18:04,010 --> 00:18:07,230
+ممتاز إذا الأمر اللي نسبق إليه ما هي الهدف أو ما
+
+228
+00:18:07,230 --> 00:18:13,450
+هو الهدف اللي هو ال objective هو النتيجة النهائية
+
+229
+00:18:13,450 --> 00:18:21,030
+التي نسعى أو نسبق إليها عند
+
+230
+00:18:21,030 --> 00:18:30,090
+تحققه يصبح وسيلة هدفنا الآن أنك تنجحي في المساق
+
+231
+00:18:30,090 --> 00:18:37,150
+وبدرجات عاليةمجرد ان انجحتي صار هدفك وسيلة وسيلة
+
+232
+00:18:37,150 --> 00:18:41,430
+استجلي مواد في ال master و هكذا إذا هدف الشركة ربح
+
+233
+00:18:41,430 --> 00:18:48,130
+مجرد أن تربح ستبدأ تفكر في تعظيم الأرباح إذا الهدف
+
+234
+00:18:48,130 --> 00:18:53,850
+النتيجة اللي أنا بتطلع إليها و بحاول أصل إليها إذا
+
+235
+00:18:53,850 --> 00:18:58,670
+مرة تانية الإدارة عندنا مواردكيف هنستخدمها بشكل
+
+236
+00:18:58,670 --> 00:19:03,630
+جيد عن طريق وظائف الإدارة لحتى نوصل لإيش لأهداف
+
+237
+00:19:03,630 --> 00:19:09,010
+المؤسسة لحتى نوصل لأهداف المؤسسة ده مرة تانية ما
+
+238
+00:19:09,010 --> 00:19:12,110
+هي الموارد الـ 6Ms مين سمعناها قبل كده نسميها
+
+239
+00:19:12,110 --> 00:19:16,630
+موارد أو عناصر الإنتاج نفس الشغل مين سمع عن عناصر
+
+240
+00:19:16,630 --> 00:19:21,830
+الإنتاج قبل هيك الأخوة الساحرة تفضلي عناصر الإنتاج
+
+241
+00:19:31,090 --> 00:19:40,270
+الإنسان أول واحد المادة المواد الخامس الـ machine
+
+242
+00:19:40,270 --> 00:19:44,290
+و الإدارة ممتاز في كمان غيرهم اللي هم بس والسوق
+
+243
+00:19:44,290 --> 00:19:51,000
+طبعاممتاز هدولة إيش هدولة عناصر الإنتاج فيه نعد
+
+244
+00:19:51,000 --> 00:19:53,820
+التعريفات للإدارة هنستعرضهم مع بعض وبعدين بناخد
+
+245
+00:19:53,820 --> 00:19:56,900
+واحد بنقول هو هذا اللي بدنايا نشوف مع بعض إيش
+
+246
+00:19:56,900 --> 00:20:02,400
+كاتبلنا تفضلي أخد سامية تقرا إيه لنا هي مجموعة
+
+247
+00:20:02,400 --> 00:20:05,320
+العمليات المرتبطة بالتحقيق مصممين من القيادة
+
+248
+00:20:05,320 --> 00:20:11,880
+ومصابة التي تهدف لتحقيقهذا تعريف عالم فرنسي اسمه
+
+249
+00:20:11,880 --> 00:20:14,860
+«فايول» قال هو التخطيط والتنظيم والتوجيه والرقابة
+
+250
+00:20:14,860 --> 00:20:18,100
+دول الإدارة إذا فايول شايف إن الإدارة هي وظائف
+
+251
+00:20:18,100 --> 00:20:24,740
+الإدارة زي ما تقول حكينا وظائف الإدارة أربعة تخطيط
+
+252
+00:20:24,740 --> 00:20:27,220
+تنظيم توجيه رقابة، لأ وإحنا ماشيين عليهم هنحقق
+
+253
+00:20:27,220 --> 00:20:31,300
+أهداف المؤسسة تعريف آخر هي تحقيق أهداف المنظمة
+
+254
+00:20:31,300 --> 00:20:35,080
+بفعلية ومعينة هذا شجلبها من خلال عمليات التخطيط
+
+255
+00:20:35,080 --> 00:20:39,090
+والتنظيم والقيادة والرقابة لمواردإذا كيف نوصل
+
+256
+00:20:39,090 --> 00:20:42,250
+للأهداف بفعليه وكفاءة عن طريق تخطيط .. عن طريق
+
+257
+00:20:42,250 --> 00:20:48,890
+أيش؟ الوظائف الأربع أو .. أخر واحد قبل الأخير لأ
+
+258
+00:20:48,890 --> 00:20:51,930
+في واحد هناك انت هي فن إنجاز الأعمال الواقف من
+
+259
+00:20:51,930 --> 00:20:56,450
+الآخرين كيف تنجزي مثلا أن انت ست بيت عندك بنات في
+
+260
+00:20:56,450 --> 00:21:00,110
+البيت وأولاد بتوزع أو في المؤسسة بتوزع عليهم الشغل
+
+261
+00:21:00,110 --> 00:21:03,610
+هيك بتتم الانجاز كيف ممكن ننجز الأعمال عن طريق
+
+262
+00:21:03,610 --> 00:21:07,810
+الأخرين؟الإدارة هي عملية التنسيق بين عوامل الإنتاج
+
+263
+00:21:07,810 --> 00:21:11,010
+البشرية وغير البشرية استعمال وظائف التخطيط
+
+264
+00:21:11,010 --> 00:21:14,690
+والتنظيم والقيادة والإشراف والرقابة حتى يمكن
+
+265
+00:21:14,690 --> 00:21:17,330
+التوصل إلى الهدف المطلوب أو الأقصى فعالية وكذلك
+
+266
+00:21:17,330 --> 00:21:20,730
+فإذا كلهم بيحكوا عن أربع وظائف تخطيط، تنظيم،
+
+267
+00:21:20,730 --> 00:21:25,590
+توجيه، رقابة لو استخدمناهم بشكل جيد، حيصير عندي
+
+268
+00:21:25,590 --> 00:21:31,070
+إيش؟ الإدارة الإدارة هدفها تصل لهدف إيش؟ المؤسسة
+
+269
+00:21:31,070 --> 00:21:34,330
+نشوف كمان، شكرا يا أخت سميرة، نشوف كمان تعريفات
+
+270
+00:21:36,050 --> 00:21:45,470
+الأخت هناء تفضّلي نفس
+
+271
+00:21:45,470 --> 00:21:58,070
+الشيء ممتاز
+
+272
+00:21:58,070 --> 00:22:06,260
+نفس التفكير يا أخوات إذا ببساطة الإدارة هياستغلال
+
+273
+00:22:06,260 --> 00:22:16,580
+الـ 6Ms استغلال الموارد المتاحة عن طريق وظائف
+
+274
+00:22:16,580 --> 00:22:21,640
+الإدارة لتحقيق أهداف المؤسسات لتحقيق أهداف
+
+275
+00:22:21,640 --> 00:22:25,740
+المؤسسات ده ممكن نكتبه سوا التعريف اللي هنعتمده هو
+
+276
+00:22:25,740 --> 00:22:31,320
+أسهل تعريف استغلال الموارد
+
+277
+00:22:31,320 --> 00:22:36,870
+المتاحة اللي انت عارفها اللي هي الـ 6Msplus two
+
+278
+00:22:36,870 --> 00:22:46,090
+كيف هنستغلها؟ عن طريق وظائف الإدارة كم وظيفة
+
+279
+00:22:46,090 --> 00:22:55,130
+عندنا؟ أربع طب ليش هنستغلها؟ للوصول لهدف المؤسسة
+
+280
+00:22:55,130 --> 00:22:58,810
+الوصول
+
+281
+00:22:58,810 --> 00:23:05,750
+لهدف المؤسسة أمامنا طريقتين الآن ابنك في المدرسة
+
+282
+00:23:08,590 --> 00:23:14,630
+جاب 15 من 20 في الامتحان و ابنك التاني جاب 20 من
+
+283
+00:23:14,630 --> 00:23:23,990
+20 زي بعض ولا في فرق؟ في فرق؟ لأ زي بعض زي أنتي
+
+284
+00:23:23,990 --> 00:23:27,910
+لما كنت في الجامعة مادة جبت فيها 60 و مادة جبت
+
+285
+00:23:27,910 --> 00:23:36,590
+فيها 90 مش الأثنين ناجحين؟ طيب مبروك ممتاز
+
+286
+00:23:37,920 --> 00:23:42,320
+إذا الأهداف بدناش بس نقول اربحنا و خلاص بدنا نعظم
+
+287
+00:23:42,320 --> 00:23:45,640
+الأهداف إذا نوصل للأهداف زى ما هو حاكيلى هنا
+
+288
+00:23:45,640 --> 00:23:50,760
+بكفاءة و فعالية بكفاءة و إيش و فعالية مش أى كلام
+
+289
+00:23:50,760 --> 00:23:56,400
+انت جبتى سبعين في المادة اللى سمح الله انجحتي بس
+
+290
+00:23:56,400 --> 00:24:03,980
+حلش صح لإني انت لكن زميلتك جابت 95في فرق و لا فيش
+
+291
+00:24:03,980 --> 00:24:07,880
+فرق؟ في فرق إذا إحنا هنا بنشتغل في الإدارة عشان
+
+292
+00:24:07,880 --> 00:24:11,920
+نوصل لأهداف المؤسسة ما نوصل عشان كلام شلفة يعني لأ
+
+293
+00:24:11,920 --> 00:24:19,820
+نوصل بكفاءة و إيش و فعالية إذا مرة تانية؟ معلش
+
+294
+00:24:19,820 --> 00:24:22,220
+عشان العدد قليل حتى اللي الأسد كره عليكوا يعني
+
+295
+00:24:22,220 --> 00:24:27,380
+مافيش حاجة تانية نسأله فالله بعين ما المقصود
+
+296
+00:24:27,380 --> 00:24:28,320
+بالإدارة؟
+
+297
+00:24:30,490 --> 00:24:34,870
+والله هنا بدوش إدارة، إيش يعني؟ إستخدام الموارد
+
+298
+00:24:34,870 --> 00:24:39,310
+اللي بتاعها ال 6 plus 2 يا عربي يا English يعني،
+
+299
+00:24:39,310 --> 00:24:44,090
+ماينفعش 6 plus 2 أشياء
+
+300
+00:24:44,090 --> 00:24:49,890
+اتناء الوقت والعلمات تحقيق أفضل أهداف بحساب وفعلي،
+
+301
+00:24:49,890 --> 00:24:52,930
+ع طريق الوضع المفيد على الاستخدام اللي طبعا ووضعك
+
+302
+00:24:52,930 --> 00:24:58,700
+طب إيش النتيجة النهائية؟ممتاز شكرا، اذا الأخوات
+
+303
+00:24:58,700 --> 00:25:05,680
+احنا ممكن نرسمها الـ 6Ms plus 2 عن طريق وظائف
+
+304
+00:25:05,680 --> 00:25:13,280
+الإدارة الأربعة الوظائف الأربعة هيقدر لو وصلنا
+
+305
+00:25:13,280 --> 00:25:19,240
+لإيش الهدف وقولنا هنا بدناهش هدف أي كلام بدنا هدف
+
+306
+00:25:19,240 --> 00:25:20,540
+بكفاءة وفعلي
+
+307
+00:25:22,950 --> 00:25:27,370
+أه هي نظام صحيح مدخلة عمالة مخالجات لأنها نظام إذا
+
+308
+00:25:27,370 --> 00:25:30,590
+سحر ما المقصود بالمانجة طبعا أنا ماحكتش ماعنش ..
+
+309
+00:25:30,590 --> 00:25:36,990
+شو معنى إدارة بال English؟ management بتذكرك بال
+
+310
+00:25:36,990 --> 00:25:45,490
+manager إيش كمان؟ administration مش
+
+311
+00:25:45,490 --> 00:25:48,030
+بتعرفوا ال admin؟ طيب administration
+
+312
+00:25:53,800 --> 00:26:00,640
+السؤال للأخوة أنا سألت حاجة قبل سألت طالبة ماشي
+
+313
+00:26:00,640 --> 00:26:06,540
+what means administration؟ آه وما ردش عينا قبل هيك
+
+314
+00:26:06,540 --> 00:26:13,140
+مين هي دي؟ مش
+
+315
+00:26:13,140 --> 00:26:16,020
+أنتم خالصين English السؤال بيقول شو يعني إدارة؟
+
+316
+00:26:16,020 --> 00:26:19,460
+ليش بتفكر؟ ما ترجموش جاوبوا بالعربي أنتوا قاعدين
+
+317
+00:26:19,460 --> 00:26:25,510
+تفكروا تترجموا؟ما المقصود بالإدارة اللى هى شو
+
+318
+00:26:25,510 --> 00:26:28,530
+معناه administration أو management طبعاً هى بتختلف
+
+319
+00:26:28,530 --> 00:26:33,410
+اه بس احنا نحكي لسه بشكل عام ما عليكوا تعريف
+
+320
+00:26:33,410 --> 00:26:37,590
+الإدارة قبل هيك يعني ممكن تكون الأنظمة القوانين
+
+321
+00:26:37,590 --> 00:26:45,250
+الاستدارة مالكش انتو مش مصدمين هي تعريف لسه
+
+322
+00:26:45,250 --> 00:26:50,810
+ماطلعناش منه هنبدأ نألف و نخترع الآن ما المقصود
+
+323
+00:26:50,810 --> 00:26:51,790
+سيد سميرة ايه؟
+
+324
+00:27:02,170 --> 00:27:11,370
+ممتاز شكرا وفاق ألأ ألأ شو هي وظائف الإدارة ممتاز
+
+325
+00:27:11,370 --> 00:27:18,050
+تعالى نمسك وظائف الإدارة أول حاجة عندنا التخطيط
+
+326
+00:27:18,970 --> 00:27:22,410
+أحنا هناخده مع شكل إيش سريع بقى نفصل فيهم زي ما
+
+327
+00:27:22,410 --> 00:27:26,530
+أحنا عايزين أول وظيفة من وظائف الإدارة ولا يسبقها
+
+328
+00:27:26,530 --> 00:27:33,490
+أحد التخطيط مافيش حالة جابلها ما
+
+329
+00:27:33,490 --> 00:27:35,990
+هم التخطيط شو معناه تخطيط بالإنجليش أو ترجمتها
+
+330
+00:27:35,990 --> 00:27:41,610
+planning plan خطة إذا ال noun planning
+
+331
+00:27:49,830 --> 00:27:58,690
+معلش كابتع اللي اسمه مع بعض ما هو التخطيط فضلي هنا
+
+332
+00:27:58,690 --> 00:28:03,950
+إذا
+
+333
+00:28:03,950 --> 00:28:10,170
+الماضي اللي هو زمان زمان ماشي دراسي الحاضر اللي هو
+
+334
+00:28:10,170 --> 00:28:18,170
+اليوم عشان إيش؟ عشان ال future أو المستقبل إذا
+
+335
+00:28:18,170 --> 00:28:23,900
+استقراء الماضيأيام زمان، أيام الشباب عشان ندرس
+
+336
+00:28:23,900 --> 00:28:27,480
+اليوم، عشان نقدر نعرف إيش هيصير في إيش في المستقبل
+
+337
+00:28:27,480 --> 00:28:30,720
+ليش؟
+
+338
+00:28:30,720 --> 00:28:33,900
+بالوصول لهدف كل حاجة على فكرة في التعرفات هتنتهي
+
+339
+00:28:33,900 --> 00:28:38,640
+بالوصول لهدفنا إذا استقراء الماضي معناه ما هو
+
+340
+00:28:38,640 --> 00:28:47,260
+الماضي؟ أين كنا .. كنا ماضي؟ أين نحن؟
+
+341
+00:28:49,750 --> 00:28:55,910
+اليوم يعني أين سنكون مستقبل؟
+
+342
+00:28:55,910 --> 00:29:02,310
+إذا أين كنا الماضي؟ ماشي أين نحن؟ طب احنا اليوم
+
+343
+00:29:02,310 --> 00:29:08,070
+وصلنا؟ والله انا اليوم طالبة ماجستيرا طب بعد خمس
+
+344
+00:29:08,070 --> 00:29:12,350
+سنين؟ هكون خلصتأو بعد تلسة سنة ما أتحكوا نخلصها
+
+345
+00:29:12,350 --> 00:29:17,130
+إذا الماضي والحاضر والمستقبل للوصول لهدف معين
+
+346
+00:29:17,130 --> 00:29:22,190
+بنسميه التخطيط بنسميه H التخطيط إذا ما هو التخطيط
+
+347
+00:29:22,190 --> 00:29:28,370
+استقراء الماضي دراسة الحاضر التنبؤ بالـH بالمستقبل
+
+348
+00:29:28,370 --> 00:29:34,350
+يعني إن الطالب جايب في توجيهي 99
+
+349
+00:29:34,350 --> 00:29:40,530
+% هي اليوم في الجامعةقدرش أنا بناء عن عمضيها بتوقع
+
+350
+00:29:40,530 --> 00:29:45,390
+أنها تتخرج أنها تبقى حافظة على معدلها ومستوها و
+
+351
+00:29:45,390 --> 00:29:50,810
+تتخرج بامتياز ماشي مبيعات الشركة في السابق كانت
+
+352
+00:29:50,810 --> 00:29:58,230
+100 ألف واحدة اليوم نزلين 80 ألف واحدة لو بدى أخطط
+
+353
+00:29:58,230 --> 00:30:02,910
+لازم أفكر إنه مش مالهم يزيدواإذا نستقرأ الماضي،
+
+354
+00:30:02,910 --> 00:30:06,970
+دراسة الحاضرة، تنبغي المستقبل، إيش بنسميه تخطيطة؟
+
+355
+00:30:06,970 --> 00:30:12,350
+بنسميه تخطيطة، واضح؟ الوظيفة التانية إيش كانت؟
+
+356
+00:30:12,350 --> 00:30:17,470
+التنظيم، الآن إنتي دخلتي على غرفة أو مكتب لجديها
+
+357
+00:30:17,470 --> 00:30:23,410
+من كركبة هذا أنا وهذا أنا، إيش بتحكي؟ مش منظمة أو
+
+358
+00:30:23,410 --> 00:30:28,010
+شوفتي واحدة لابس مثلا ملابس أخضر، عسود، عبني،
+
+359
+00:30:28,010 --> 00:30:33,850
+عبرتقالي، طلع فيها إيش بتقولي؟بيقول مجنونة؟ لأ مش
+
+360
+00:30:33,850 --> 00:30:39,070
+مجنونة مكركبة أو إيش الألوان هذه إذا ما هو التنظيم
+
+361
+00:30:39,070 --> 00:30:44,850
+أول كلمة في التنظيم اللي ترتب يعني
+
+362
+00:30:44,850 --> 00:30:48,570
+روحت زورتي صحبيتك لجيتي بيتها المنظم إيش معناه؟
+
+363
+00:30:48,570 --> 00:30:54,630
+مرتب واضح المعالم كل حاجة مكانها إذا ما هو التنظيم
+
+364
+00:30:54,630 --> 00:30:58,550
+organization تنظيم organization
+
+365
+00:31:10,390 --> 00:31:13,150
+التنظيم اللي هو ال organization تخصيص المهام اللي
+
+366
+00:31:13,150 --> 00:31:16,890
+هي ال 6Ms لو حكينا عنها وإقامة الأقسام و توزيع
+
+367
+00:31:16,890 --> 00:31:23,210
+العمل يعني و التنسيق بينها لما نقول كده هايم محمد
+
+368
+00:31:23,210 --> 00:31:28,550
+هو المدير تسويق
+
+369
+00:31:28,550 --> 00:31:37,850
+مالية أفراد هذا هيكل تنظيمي مصغر لما تسويق الشغل و
+
+370
+00:31:37,850 --> 00:31:45,110
+ما هيكونتسويق فقط لما يكون مالية مالية فقط لما
+
+371
+00:31:45,110 --> 00:31:51,450
+يكون أفراد أفراد فقط إذا التنظيم هو التخصيص يعني
+
+372
+00:31:51,450 --> 00:31:54,650
+أنت وظيفتك في البنك مهندس تحاسوب تدخل البيانات
+
+373
+00:31:54,650 --> 00:32:00,610
+وكذا بس طب أنا بدي أروح التسويق لأمشي شغلك إذا
+
+374
+00:32:00,610 --> 00:32:04,410
+التخصيص معناه تركيز المهام والموارد وإيقام الدوائر
+
+375
+00:32:04,410 --> 00:32:10,420
+وأقسام العلاقة بينهم مش تنصيقحكينا أول كلمة في
+
+376
+00:32:10,420 --> 00:32:13,680
+التنظيم اللي هي الترتيب انت عشان الذاكر لازم ترتب
+
+377
+00:32:13,680 --> 00:32:16,280
+المكتب و ترتب وقتك و مهامك ماينفعش تكون فوضوي
+
+378
+00:32:16,280 --> 00:32:20,380
+ماينفعش تروح الصلي و تلفزيون فاتح مثلا أو في أطفال
+
+379
+00:32:20,380 --> 00:32:26,100
+بيلعب لأ بدك تنظميش المكان لحتى تقدي الهدف الوظيفة
+
+380
+00:32:26,100 --> 00:32:33,120
+التالتة القيادة leadership طبعا
+
+381
+00:32:33,120 --> 00:32:35,460
+احنا راح نمر عليهم مرور سريع لإن هدول حيجونا في
+
+382
+00:32:35,460 --> 00:32:37,240
+المستقبل قريب ان شاء الله
+
+383
+00:32:44,780 --> 00:32:52,020
+سمية قائد ناجح إيش
+
+384
+00:32:52,020 --> 00:32:57,500
+يعني؟ إيش جاي على بالكم؟ شخص مؤثر بالأقارير فيه؟
+
+385
+00:32:57,500 --> 00:33:01,120
+مالها؟ شخص مؤثر بالأقارير؟ كيف بتأثر فيهم؟ لما
+
+386
+00:33:01,120 --> 00:33:05,060
+تستهزفوا يعني؟ لما عرفوا أنهم متكامل على شان حقه؟
+
+387
+00:33:05,060 --> 00:33:09,580
+اعطاء مفترضة إيجابية؟ تحفيزهم؟ ماشي لما نقول قائد
+
+388
+00:33:09,580 --> 00:33:16,300
+ناجح معناه قدوةصالح أو حسن إذا ما هي القيادة طبعا
+
+389
+00:33:16,300 --> 00:33:19,860
+القائد جزء من القيادة القيادة خد بالك القيادة فن
+
+390
+00:33:19,860 --> 00:33:28,820
+التأثير على الآخرين هي جادة تأثير فيهم فإيش ما حكت
+
+391
+00:33:28,820 --> 00:33:33,860
+بيقول okay أو بنقشوها و بتسمع إذا فن التأثير في
+
+392
+00:33:33,860 --> 00:33:40,600
+الآخرين تحفيظهم ومخاطبتهم لإنجازش الهدفإذا القائد
+
+393
+00:33:40,600 --> 00:33:47,100
+الناجح بيستوعب الجميع واضح؟ ومش كل شخص بيظهر
+
+394
+00:33:47,100 --> 00:33:50,220
+لعواتزاه الإعلام أو هيني لابسة بدلة وجرافة بكون
+
+395
+00:33:50,220 --> 00:33:54,320
+قائد لأ القيادة في منها شغلات مورودة وفي منها
+
+396
+00:33:54,320 --> 00:33:57,880
+شغلات مكتسبة زي ما هنشوف إن شاء الله كان النبي
+
+397
+00:33:57,880 --> 00:34:02,660
+عليه الصلاة والسلام خير قائد لو قرأت صفاته الشخصية
+
+398
+00:34:02,660 --> 00:34:04,680
+و .. طبعا القائد اللي علاقة بالمظهر الخارجي على
+
+399
+00:34:04,680 --> 00:34:09,250
+فكرة لو قرأت صفاته الخارجية مظهر كيف ربنا خلجهو
+
+400
+00:34:09,250 --> 00:34:11,630
+علاقته مع الصحابة بيقولوا يا الله لو اني معهم
+
+401
+00:34:11,630 --> 00:34:15,730
+نيالهم يا عم إذا القائد هو الشخص اللي عنده قدرة
+
+402
+00:34:15,730 --> 00:34:19,250
+على التأثير في الآخرين بيحبوه و بفدوه بأرواحهم
+
+403
+00:34:19,250 --> 00:34:25,790
+ماشي أخر حاجة عندنا هي الرقابة control أنا مكتبتش
+
+404
+00:34:25,790 --> 00:34:30,950
+leadership ولا كتبتها؟ مكتبتش نرجع تاني القيادة
+
+405
+00:34:30,950 --> 00:34:37,270
+leadership هل
+
+406
+00:34:37,270 --> 00:34:41,490
+أنت مطلوبة من مصطلحات هذه؟ أهخد بالك أنا بعطيكي
+
+407
+00:34:41,490 --> 00:34:46,230
+المصطلحات البرزة leader شب القائد او القياد عفوا
+
+408
+00:34:46,230 --> 00:34:54,890
+القائد leader طيب ما هي الرقابة كنت
+
+409
+00:34:54,890 --> 00:35:00,290
+rolling ايش
+
+410
+00:35:00,290 --> 00:35:04,910
+الرقابة؟
+
+411
+00:35:04,910 --> 00:35:09,130
+في
+
+412
+00:35:09,130 --> 00:35:16,290
+عندنا هدفماشي هي الهدف طبعا احنا لازم نسعى و نتعب
+
+413
+00:35:16,290 --> 00:35:20,710
+و نستغل المهارد لحتى نوصل للهدف أمامي تلاتة خيارات
+
+414
+00:35:20,710 --> 00:35:28,570
+إما أني فعلا أحقق الهدف مثلا هدف زيادة الأرباح أو
+
+415
+00:35:28,570 --> 00:35:35,770
+أني أنحرف بشكل إيجابي أو أنحرف بشكل إيش سلبي كيف؟
+
+416
+00:35:35,770 --> 00:35:40,560
+الآن احنا قلنا إننا نزيد الأرباح ب 10%إذا شركة
+
+417
+00:35:40,560 --> 00:35:44,780
+جوال حابة تزيد إرباحها 10% إيش هيصير؟ إما فعلا
+
+418
+00:35:44,780 --> 00:35:54,040
+اتحققها بـ 10% أو بـ 15% أو بـ 5% إذا إما انحراف
+
+419
+00:35:54,040 --> 00:35:58,880
+إيجابي كويس انت كنت هجيب 90 جيبت 95 في المدى أو
+
+420
+00:35:58,880 --> 00:36:09,720
+انحراف سلبي قلت هجيب 90 جيبت 70 وضع صعبأو طبقتها
+
+421
+00:36:09,720 --> 00:36:15,340
+100% 90% عن 90% إذا قياس الأداء الفعلي اللي هو
+
+422
+00:36:15,340 --> 00:36:21,240
+شغلنا مقارنته بالهدف ونشوف الإنحرافات إذا كانت
+
+423
+00:36:21,240 --> 00:36:26,500
+إيجابية و لا سلبية و منصحة إذا أول حاجة يا أخوات
+
+424
+00:36:26,500 --> 00:36:30,500
+بحطوا الأداء المخطط اللي هو الهدف اللي احنا قلنا
+
+425
+00:36:30,500 --> 00:36:35,660
+زيادة الأرباح 10% بعدين بنشتغل دنيا واحد بكون
+
+426
+00:36:35,660 --> 00:36:39,660
+عندنا أداء فعليبارح بقارن واحد باتنين أو اتنين
+
+427
+00:36:39,660 --> 00:36:44,460
+بواحد بطلع اندي انحراف لازم
+
+428
+00:36:44,460 --> 00:36:47,700
+أصححه احنا يا جماعة هنا كنا بنزيدها عشرة في المية
+
+429
+00:36:47,700 --> 00:36:52,000
+ليش خمسة في المية؟ نبحث عن الأسباب، واضح؟ حتى
+
+430
+00:36:52,000 --> 00:36:57,920
+الانحراف الإيجابي برضه بده وقفة بدل جايبة 95 و
+
+431
+00:36:57,920 --> 00:37:01,640
+جايبة 95 ليش ماحكتي من البداية؟ ليش جايبة 90؟ إذا
+
+432
+00:37:01,640 --> 00:37:08,440
+بحط هدف بأشتغلبعد كده بشوف هل حققنا الهدف ولا
+
+433
+00:37:08,440 --> 00:37:14,220
+بععدنا يعني إحنا الآن أعطونا 14 أسبوع إن شاء الله
+
+434
+00:37:14,220 --> 00:37:19,940
+ناخد منهم مفاهيم الإدارة هنعيش بعد ال 14 أسبوع
+
+435
+00:37:19,940 --> 00:37:26,500
+نعشنا نشوف هل حققنا الهدف ولا لا ماشي واضح يا
+
+436
+00:37:26,500 --> 00:37:34,120
+جماعة؟ هذه بنسميها إيش الرقم لنعود مع بعض تخطيطكل
+
+437
+00:37:34,120 --> 00:37:37,360
+تعريف مستقل عن الوظيفة اللي بعده كل واحد خاص بنفسه
+
+438
+00:37:37,360 --> 00:37:44,960
+علاقتهم هم الأربع تكامل، تكامل هم الأربع ما هو
+
+439
+00:37:44,960 --> 00:37:48,600
+التخطيط يا أستاذة سحر؟ هو استقراء الواضع ودراسة
+
+440
+00:37:48,600 --> 00:37:52,600
+الحاضر وتنبؤ بالمستقبل، بوصول إلى التأثير ممتاز،
+
+441
+00:37:52,600 --> 00:37:58,000
+ما هو التنظيم يا أستاذة ساميرا؟ عملية تخصيص المحام
+
+442
+00:37:58,000 --> 00:38:01,160
+والموارد، وتخارق التوائع والأقسام، تأثير بالنهار
+
+443
+00:38:01,160 --> 00:38:05,330
+والإجازةحاولي يا auntie تجيبي تعريف من مفهومك
+
+444
+00:38:05,330 --> 00:38:09,530
+انتي، هذا تعريف الكاتب، طب عرفي انتي standard
+
+445
+00:38:09,530 --> 00:38:15,290
+يعني، طلعي تعريف خاص بي أستاذ هنا، ما هي الرقابة؟
+
+446
+00:38:15,290 --> 00:38:21,610
+آه، غشناك، يقولولك ما هي الرقابة؟ ممتاز، فيش ده
+
+447
+00:38:21,610 --> 00:38:28,610
+قيصه؟ بالهدف؟ قصنعه بالهدف وبعدين؟ممتازة وانت خدش
+
+448
+00:38:28,610 --> 00:38:35,370
+راتش تصحيح هي طبعا الأستاذة لأ عارفة إيش سؤالها ما
+
+449
+00:38:35,370 --> 00:38:39,290
+هي ال leadership ممتاز
+
+450
+00:38:39,290 --> 00:38:44,690
+هل عندك فان تأثير و لا لسه مش عارفة تعتقدي أه
+
+451
+00:38:44,690 --> 00:38:46,690
+الشعب كله قيادة أصلا
+
+452
+00:38:51,580 --> 00:38:55,200
+ممكن أسأل عن الرقابة الـ «control» اللي مقصود فيها
+
+453
+00:38:55,200 --> 00:38:57,060
+«self-control» و لا أسلوب تاريخ تاني اسمه
+
+454
+00:38:57,060 --> 00:39:00,760
+«oversight»؟ أه مختلفوا و لا نفس المشكلة؟ هناخدهم
+
+455
+00:39:00,760 --> 00:39:03,340
+جدًا إن شاء الله، في عندنا شبكة كاملة لرقابة،
+
+456
+00:39:03,340 --> 00:39:05,620
+هناخدهم جدًا، بس هنا الرقابة اللي مقصود فيها
+
+457
+00:39:05,620 --> 00:39:08,820
+بالشكل عام الرقابة على المؤسسة، يعني زي ما حكينا
+
+458
+00:39:08,820 --> 00:39:11,740
+المدلة الاشخاص نفسهم معينين قائمين عليهم، ومنهم
+
+459
+00:39:11,740 --> 00:39:14,460
+الرقابة ولا ..؟ الأتنين، الداخلية و الخارجية،
+
+460
+00:39:14,460 --> 00:39:16,920
+هناخدها جدًا إن شاء الله، بارك الله فيك، شكرا على
+
+461
+00:39:16,920 --> 00:39:22,620
+السؤال، من عنده كمزي ما تقول لما شرحنا وصف المادة
+
+462
+00:39:22,620 --> 00:39:26,940
+قولنا تقييم بالأقران و شرحته اللي هو الـPIR أنت
+
+463
+00:39:26,940 --> 00:39:30,480
+تراقب ع زميلتك لما تعمل presentation ماشي و لما
+
+464
+00:39:30,480 --> 00:39:34,220
+ييجي دورك هي تراقب عليك لأننا اتنين و أنا براقب
+
+465
+00:39:34,220 --> 00:39:43,080
+على الكل هي تلاتة واضح؟ نكمل و هناخد نفس نكمل
+
+466
+00:39:43,080 --> 00:39:50,530
+و هناخد نفس انقطع نفسك ولا لسه؟من هو المدير؟ بدرع
+
+467
+00:39:50,530 --> 00:40:01,410
+جت على النفس، ماشي Manager
+
+468
+00:40:01,410 --> 00:40:05,670
+المدير
+
+469
+00:40:05,670 --> 00:40:10,410
+اللي هو ال manager ممكن
+
+470
+00:40:10,410 --> 00:40:20,610
+تعريف أبسط من هذا هو الشخص الذي .. ماله؟ينجز أعمال
+
+471
+00:40:20,610 --> 00:40:28,450
+الشركة من خلال الأخر لما نقول مدير بيجي عمالك واحد
+
+472
+00:40:28,450 --> 00:40:31,950
+لابس بدلة و جرافة و حاط برطان و ممشت شعره و قاعد
+
+473
+00:40:31,950 --> 00:40:38,850
+ورا مكتب 25 متر و مشخص طب هذا إيش قاعد بيسوي؟بنجز
+
+474
+00:40:38,850 --> 00:40:42,770
+أعمال الشركة عن طريق إيش الموظفين اللي تحت إيده
+
+475
+00:40:42,770 --> 00:40:46,350
+طبعا هذا بنسميه المدير العام بنسميه إيش المدير
+
+476
+00:40:46,350 --> 00:40:50,790
+العام لإنك عارفة فيه مدير أقسم في حال فشل المؤسسة
+
+477
+00:40:50,790 --> 00:40:57,650
+المدير فاشل لما المؤسسة تفشل مين الفاشل؟ المدير طب
+
+478
+00:40:57,650 --> 00:41:01,650
+هو اللي بيشتغل لأ بس هو المسئولالشخص المسئول عن
+
+479
+00:41:01,650 --> 00:41:05,710
+أعمال الآخرين الموجودين في مكان معين بيقدّم لهم
+
+480
+00:41:05,710 --> 00:41:10,150
+الدعم للسند، بنسميه مدير أو الشخص المسئول عن إنجاز
+
+481
+00:41:10,150 --> 00:41:15,490
+الأعمال عن طريق الآخرين، بسميه مدير بسميه إيش؟
+
+482
+00:41:15,490 --> 00:41:18,090
+طبعا يا أخوات، في تعريفات كتيرة، بس أنا طلعت أبسط
+
+483
+00:41:18,090 --> 00:41:21,310
+حاجة الحاجة اللي تدخل على طول في الـ12، نعمل فلسة
+
+484
+00:41:21,310 --> 00:41:25,810
+أيوة،
+
+485
+00:41:25,810 --> 00:41:29,910
+بس يعطيهم أوامر، عشان يكون مدير، لازم يعطي أوامر
+
+486
+00:41:33,450 --> 00:41:40,870
+يترقص يعني رئيس قسم أو رئيس مجموعة، ماشي؟ لو أنت
+
+487
+00:41:40,870 --> 00:41:44,590
+في البيت عندك أخوات أو أولاد صغار وموزع عليهم شغل
+
+488
+00:41:44,590 --> 00:41:50,570
+البيت، أنت مديرة واضح؟ ممكن تقوم بالعمل بنفسك، أه
+
+489
+00:41:50,570 --> 00:41:54,450
+عادي، وين المشكلة؟ في مدرسة بحبوا يعملوا حاجة
+
+490
+00:41:54,450 --> 00:41:57,510
+بنفسهم، إذا هذا ال manager
+
+491
+00:42:00,570 --> 00:42:06,890
+ما هي مستويات الإدارة سهلة
+
+492
+00:42:06,890 --> 00:42:13,350
+إدارة عالية لما نقول مدير على طول إدارة عالية لما
+
+493
+00:42:13,350 --> 00:42:18,310
+نقول مثلا طب
+
+494
+00:42:18,310 --> 00:42:23,690
+انا ممكن أسرع لو أضحي بالرأس مستويات الإدارة سهلين
+
+495
+00:42:31,520 --> 00:42:42,440
+لما نقول مثلا محمد المدير العام لشركة جوال هل بيجي
+
+496
+00:42:42,440 --> 00:42:48,020
+على بالك محمد يدرع عليه ولا يدرع دونيا؟ لا دونيا،
+
+497
+00:42:48,020 --> 00:42:51,720
+إيش رأيكم؟
+
+498
+00:42:51,720 --> 00:42:57,680
+عليه ولا دونيا؟ لأ يمكن دونيا، لأ ما هو بداله مدير
+
+499
+00:42:57,680 --> 00:43:02,990
+عام مش بدي أكون، خد بالك أنا ممكن أغلطكتتقيش فيا
+
+500
+00:43:02,990 --> 00:43:08,070
+دايما ماشي
+
+501
+00:43:08,070 --> 00:43:11,170
+بس أنا بقلط فيكوا بشوفوا صحين و لا بد انهم يتسربوا
+
+502
+00:43:11,170 --> 00:43:14,070
+ليكوا المدير العام دايما يدارعوا ليه المدير العام
+
+503
+00:43:14,070 --> 00:43:24,470
+دايمااش يدارعوا ليه طيب علي رئيس مجلس الإدارة
+
+504
+00:43:24,470 --> 00:43:32,280
+دنيا وسطة وسطة ايوة انا ماشي ورايالا إله إلا الله،
+
+505
+00:43:32,280 --> 00:43:36,460
+عُلية يا أنت رئيس مجلس الإدارة، مين فيه؟ في حد
+
+506
+00:43:36,460 --> 00:43:42,240
+جابله؟ في حد سابق إله؟ رجسوا، ماتمشوش ورايا إذا
+
+507
+00:43:42,240 --> 00:43:50,660
+رئيس مجلس الإدارة، عُلية ماشي محمود
+
+508
+00:43:50,660 --> 00:44:02,750
+رئيس الدولة لا وسط خلاص إذا كلمة رئيسأو مدير عام
+
+509
+00:44:02,750 --> 00:44:09,190
+معناه هو الـ Top خلاص إدارة إيش إدارة عالية ممكن
+
+510
+00:44:09,190 --> 00:44:13,690
+نسميها Top Management ممكن
+
+511
+00:44:13,690 --> 00:44:21,330
+نسميها Senior Management نفس الشيء إذن
+
+512
+00:44:21,330 --> 00:44:28,730
+هنا أدكر أمتل على الإدارة العالية مدير
+
+513
+00:44:28,730 --> 00:44:36,100
+عامرئيس مجلس إدارة رئيس دولة نائب الرئيس ممكن يكون
+
+514
+00:44:36,100 --> 00:44:39,680
+إدارة عامة عفوا إدارة عالية ماشي عندنا هنا في
+
+515
+00:44:39,680 --> 00:44:45,400
+الجامعة رئيس الجامعة طبعا
+
+516
+00:44:45,400 --> 00:44:49,200
+الجامعة عشان اللي لها خصية مجلس المناء إدارة عالية
+
+517
+00:44:49,200 --> 00:44:56,760
+مجلس الجامعة إدارة عالية و هذا واضح اتنين
+
+518
+00:44:58,800 --> 00:45:05,840
+الـ Mediarite اللي هي الإدارة ليش؟ وسطها
+
+519
+00:45:05,840 --> 00:45:13,600
+ماشي يا جماعة أنا خاطة وحش بالعربي
+
+520
+00:45:13,600 --> 00:45:15,780
+و بالإنجليزي وحش يعني مش .. هو حلو على الكميوتر
+
+521
+00:45:15,780 --> 00:45:19,020
+يعني ميدياريت
+
+522
+00:45:19,020 --> 00:45:27,460
+ميدياريت ميد بس بكتب رشيدة الطبيبباللاحظ دايما
+
+523
+00:45:27,460 --> 00:45:31,660
+عندنا أواقل الدفاعات في الجامعة خطهم محش بشبهون يا
+
+524
+00:45:31,660 --> 00:45:36,420
+دول الخواتب يكون مش عارفة ليش هو عشان بفكر بسرعة و
+
+525
+00:45:36,420 --> 00:45:39,880
+بكتب بسرعة لكن على الكمبيوتر حرام هذه الخط جدا
+
+526
+00:45:39,880 --> 00:45:44,480
+بكوا حلو نمشي
+
+527
+00:45:44,480 --> 00:45:51,500
+حرفنا نسوي هذا الموجود الإدارة الوسطى زي شو؟ رئيس
+
+528
+00:45:51,500 --> 00:45:51,840
+قسم
+
+529
+00:45:55,690 --> 00:46:06,170
+مدير قسم التسويق مثلا، نائب مدير هذه بتكون درايش
+
+530
+00:46:06,170 --> 00:46:13,110
+وسطة، شو معنى وسطة؟ أنه في فجأة حدا، اللي هو مين؟
+
+531
+00:46:13,110 --> 00:46:20,050
+العليا، إذا العليا بتعطي قرارات لمين؟ للوسطة، وليس
+
+532
+00:46:20,050 --> 00:46:23,730
+العكسيعني انت بيجيك القرار في شغلك من المدير العام
+
+533
+00:46:23,730 --> 00:46:25,870
+مش انت اللي بتعطيك القرار لأ هو اللي بيعطيك
+
+534
+00:46:25,870 --> 00:46:31,650
+القرارات هذه بيسميها الإدارة الوسطى المستوى الأخر
+
+535
+00:46:31,650 --> 00:46:36,190
+اللي هي الإدارة الدنيا أو الإدارة الإشرافية الـ
+
+536
+00:46:36,190 --> 00:46:39,590
+get down أو
+
+537
+00:46:39,590 --> 00:46:43,530
+الـ junior نفس
+
+538
+00:46:43,530 --> 00:46:53,600
+الشيء مثلا مدير العمالمش معناها شوفنا مدير خلاص لأ
+
+539
+00:46:53,600 --> 00:47:02,060
+لك شوفين مدير مين ماشي مثلا المشرف انت مشرف في شغل
+
+540
+00:47:02,060 --> 00:47:05,920
+هذا بنسميها إدارة إيش دنيا أو إشرافية معناها مشرف
+
+541
+00:47:05,920 --> 00:47:09,120
+على ناس مش شغله زي المهندسين لما يروحوا على الموقع
+
+542
+00:47:09,120 --> 00:47:11,720
+بيكون فيه هناك مشرف عمال أو كبير العمال هذه إدارة
+
+543
+00:47:11,720 --> 00:47:15,960
+دنيا الان ده نقول إنه عند المستويات تلاتة فقط
+
+544
+00:47:15,960 --> 00:47:20,760
+لرابع لهما اللي هي الإدارة العليا الوسطى والدنيا
+
+545
+00:47:23,720 --> 00:47:29,860
+التنفيذ اللي يستخدم الادارة الوسطى ليش
+
+546
+00:47:29,860 --> 00:47:32,780
+وسطى؟ لأنه في فوقه حدا، اللي هو مجلس الإدارة،
+
+547
+00:47:32,780 --> 00:47:35,460
+معطينا أمثلة هنا، بيقولوا الإدارة العليا هم اللي
+
+548
+00:47:35,460 --> 00:47:39,520
+يقودون المؤسسة بشكل شامل، رئيس، ناجب، رئيس، مدير
+
+549
+00:47:39,520 --> 00:47:44,660
+عام، مهما اختلفت المسميات، هم إدارة علياالإدارة
+
+550
+00:47:44,660 --> 00:47:47,780
+الوسطى مسئولين عن قيادة الأقسام دمبلغيا الخاصة هنا
+
+551
+00:47:47,780 --> 00:47:51,740
+زي عميد كلية يعتبر إدارة وسطى رئيس قسم الجراحة في
+
+552
+00:47:51,740 --> 00:47:57,840
+المستشفى الشفاء إدارة وسطى رئيس قسم في شركة صناعة
+
+553
+00:47:57,840 --> 00:48:04,560
+إدارة عياش وسطى الإشراف هذا مرتبط بالإدارة الوسطى
+
+554
+00:48:04,560 --> 00:48:09,220
+الآن بشرحها ماشي بيكونوا بيشرفوا مباشرة على مين؟
+
+555
+00:48:09,220 --> 00:48:14,820
+على المرأوسين زي رئيس قسم في جامعةزي رئيس قسم في
+
+556
+00:48:14,820 --> 00:48:18,440
+بنك أو مدير خط إنتاج طبعا يا أخوات هذه بتختلف من
+
+557
+00:48:18,440 --> 00:48:24,060
+مؤسسة لأخرى بتختلف من مؤسسة لأخرى خلنا نشوف كيف
+
+558
+00:48:24,060 --> 00:48:29,240
+ممكن
+
+559
+00:48:29,240 --> 00:48:30,440
+نشرح عن نفس الرسم اللي قلته
+
+560
+00:48:39,590 --> 00:48:43,290
+خودي بالك الآن الإدارة العليا بتعطل الإدارة الوسطى
+
+561
+00:48:43,290 --> 00:48:51,570
+قرارات decision أوامر تعليمات اعمل سوي روح تعال
+
+562
+00:48:51,570 --> 00:48:56,210
+ليش متأخر الإدارة الوسطى نفس الشغلة لذا كل واحد
+
+563
+00:48:56,210 --> 00:49:00,910
+بيعطل اللي تحت إيده قرارات أوامر تعليمات واضح؟ من
+
+564
+00:49:00,910 --> 00:49:07,930
+أعلى إلى أسفل العكس تقارير توصيات
+
+565
+00:49:10,920 --> 00:49:19,100
+تقارير و توصيات إذا
+
+566
+00:49:19,100 --> 00:49:23,460
+من أعلى لأسفل قرارات و أوامر تعليمات من أسفل لعلى
+
+567
+00:49:23,460 --> 00:49:27,620
+تقارير و توصيات واضح
+
+568
+00:49:27,620 --> 00:49:34,180
+ولا عيدها إذا
+
+569
+00:49:34,180 --> 00:49:37,220
+المحمود رئيس الدولة باعتقارات لكن محدثش باعتقارات
+
+570
+00:49:37,220 --> 00:49:38,160
+ليش؟ لأن هو رئيس الدولة
+
+571
+00:49:42,100 --> 00:49:48,140
+عشان هيكسميها مستويات لو
+
+572
+00:49:48,140 --> 00:49:50,820
+بدك تسافر سريعا من شغلها، بتتصلي على المدير،
+
+573
+00:49:50,820 --> 00:49:55,140
+بتسأليه لكن مابتقول للمدير إيش متأخر اليوم، تعال
+
+574
+00:49:55,140 --> 00:49:58,480
+هنا، ده مابطلع الكيش إلا إن ده كنت مديرته، ده كنت
+
+575
+00:49:58,480 --> 00:50:03,160
+إيش مديرته أيه ما أفضل مثلا السؤال لأخت سميرة،
+
+576
+00:50:03,160 --> 00:50:05,880
+بتحب يكون رئيس سبعك في الشغل سيدة ولا راجل؟
+
+577
+00:50:12,050 --> 00:50:16,410
+أي واحد منهم، طالما أننا نتفتع، نتفتع بالقيادة
+
+578
+00:50:16,410 --> 00:50:18,770
+والتفاهم.
+
+579
+00:50:19,430 --> 00:50:25,390
+الأخت سحر. يعني هو على طبيعة الغرقة، بتحبش يكون
+
+580
+00:50:25,390 --> 00:50:28,950
+الغرقة يكون .. ممتاز. في دراسات نفسية بتثبت أن
+
+581
+00:50:28,950 --> 00:50:34,250
+الست بتحبش يكون مديرتها ست، صحيح. هنا، هنا.
+
+582
+00:50:42,450 --> 00:50:45,950
+النفسية النبتع أكتر مع مدير يكون راجل ومدير يتعامل
+
+583
+00:50:45,950 --> 00:50:49,890
+ولكن مجرد مش هتفرج يعني يجب أن يتعامل معاه سواء
+
+584
+00:50:49,890 --> 00:50:52,470
+كان راجل أو ساتر ما هو لما يكون المفروض عليكي انت
+
+585
+00:50:52,470 --> 00:51:00,410
+تتعامل معاه سواء كده ولا كده لكن لما يخيروكي هم
+
+586
+00:51:00,410 --> 00:51:02,910
+الدراسات النفسية بتدبط أن الست بتحب يقول مديرها
+
+587
+00:51:02,910 --> 00:51:08,540
+راجل مش ستلأ، أن الستات بتنمردوا على بعض ‏- صحيح ‏
+
+588
+00:51:08,540 --> 00:51:10,920
+- يعني ممكن الراجل يتعاطف معاك ‏- حرم، يعني عندها
+
+589
+00:51:10,920 --> 00:51:14,900
+ظروف ‏- الست لأ ‏- نعم، ندر، ندر ‏- بتحطك في رسم ‏
+
+590
+00:51:14,900 --> 00:51:18,080
+- نعم، ندر، ندر، ندر ‏- رسمي ‏- رسمي ‏- بس ليه
+
+591
+00:51:18,080 --> 00:51:21,000
+جدا، لأن هذا مريض ‏- أه ‏- للموظف أو للمدارى يعني
+
+592
+00:51:21,000 --> 00:51:25,500
+‏- ممتاز ‏- هل دراستك علمية، علمية على فكرة ‏- أه
+
+593
+00:51:25,500 --> 00:51:30,380
+‏-
+
+594
+00:51:30,380 --> 00:51:35,520
+اللي أقول إن المدير هو الشخص الليينجز الأعمال عن
+
+595
+00:51:35,520 --> 00:51:45,420
+طريق الآخرين ما هي أدوار المدير؟ إما دور تفاعلي،
+
+596
+00:51:45,420 --> 00:51:56,360
+ماشي أو دور معلوماتي أو دور اتخاذ قراراته شو معنى
+
+597
+00:51:56,360 --> 00:52:00,740
+الدور التفاعلي؟ معاقود دقيقة للتفكير؟
+
+598
+00:52:09,600 --> 00:52:13,140
+التفاعل، إيش معنى التفاعل؟ تجاوز، يعني يتجاوز،
+
+599
+00:52:13,140 --> 00:52:21,680
+يراجع .. مافيش .. ممتاز التفاعل هو التشارك مع
+
+600
+00:52:21,680 --> 00:52:25,760
+الآخرين يتفاعل
+
+601
+00:52:25,760 --> 00:52:29,100
+معاهم، مش يقعد ساكت إنه مش علاقة التفاعل اللي هو
+
+602
+00:52:29,100 --> 00:52:36,720
+التشارك مع الآخرين ببساطة يا أخوات، فن التعامل هل
+
+603
+00:52:36,720 --> 00:52:41,170
+هو فعال لما موظف يروحله بمشكلة؟ولا مانوش دعوة هذه
+
+604
+00:52:41,170 --> 00:52:45,610
+اسمها الأدوار التفاعلية النوع التاني الأدوار
+
+605
+00:52:45,610 --> 00:52:50,810
+المعلوماتية من اسمها اللي هي ايش تقديم معلومات مش
+
+606
+00:52:50,810 --> 00:52:54,330
+معقول مدير مش عارف ايش هدف المؤسسة ولا مش عارف ايش
+
+607
+00:52:54,330 --> 00:52:58,170
+هتخبرها يعني الأدوار القرارية تخد القرار decision
+
+608
+00:52:58,170 --> 00:53:04,210
+making إذا انت لو كنت مديرة في مؤسسة
+
+609
+00:53:10,930 --> 00:53:15,570
+إيه اجتلاد أدوار؟ إيش هي؟ علاقة طيبة مع الناس
+
+610
+00:53:15,570 --> 00:53:23,270
+وتفاعل وانسجام معلومات غزيرة واتخاذاش القرار هذي
+
+611
+00:53:23,270 --> 00:53:31,510
+بنسميها ال role أو الأدوار ال إيش؟ الأدوار نشوف
+
+612
+00:53:31,510 --> 00:53:36,810
+شرحها عندنا أدوار تفاعلية قلنا كيف بتعامل المدير
+
+613
+00:53:36,810 --> 00:53:42,640
+مع الآخرين اللي هو فن التعاملأدوار معلوماتية اللي
+
+614
+00:53:42,640 --> 00:53:46,960
+هي المعلومات يكون عنده غزارة في المعلومات أدوار
+
+615
+00:53:46,960 --> 00:53:49,880
+قرارية اللي هي كيف المعلومات يستخدمها في اتخاذ إيش
+
+616
+00:53:49,880 --> 00:53:55,020
+القرارات إذا هناك تلات أدوار لأي مدير في العالم ما
+
+617
+00:53:55,020 --> 00:53:58,960
+هي يا سهر أدوار تفاعية وأدوار معلوماتية وأدوار
+
+618
+00:53:58,960 --> 00:54:08,900
+قرارية واضح ولا نعيدها نعيدها تاني ناخد
+
+619
+00:54:08,900 --> 00:54:21,770
+كيسأحكيها و أكتبها محمد مدير عام شركة X طلب
+
+620
+00:54:21,770 --> 00:54:34,610
+منه الموظف علي معلومات عن الموازنة العامة للشركة
+
+621
+00:54:34,610 --> 00:54:40,410
+ولكن
+
+622
+00:54:41,070 --> 00:54:50,430
+محمد لم يستجب للطلب هذه الحالة السؤال ما هي
+
+623
+00:54:50,430 --> 00:54:54,690
+الأدوار التي
+
+624
+00:54:54,690 --> 00:55:04,930
+كان يجب على محمد القيام بها كمدير كأنه بيقولك ما
+
+625
+00:55:04,930 --> 00:55:06,690
+هي أدوار المدير لكن بلفها
+
+626
+00:55:16,900 --> 00:55:22,680
+هو اشمله هنا إذا محمد ماعندوش دور تفاعلي ماردش طنش
+
+627
+00:55:22,680 --> 00:55:31,340
+إذا أول حاجة الدور التفاعلي اللي هي الاستجابة لطلب
+
+628
+00:55:31,340 --> 00:55:40,320
+الموظف محمد شرير طيب اتنين؟ مين حابب يشارك؟
+
+629
+00:55:40,320 --> 00:55:46,280
+فضلي المعلومات طلبه وطلب منه معلومات
+
+630
+00:55:49,690 --> 00:56:01,030
+المساعدة في تقديم المعلومات الدول الأخيرة القرار
+
+631
+00:56:01,030 --> 00:56:04,330
+أيوة
+
+632
+00:56:04,330 --> 00:56:09,330
+قليلاً
+
+633
+00:56:09,330 --> 00:56:13,750
+المعلومات عن الموازنة العامة بتكون مولودة في قسم
+
+634
+00:56:13,750 --> 00:56:18,500
+الحسابات ماشيفالأصل هو يتاخد قرارات يا قسم
+
+635
+00:56:18,500 --> 00:56:22,040
+الحسابات اعطي الموظف المعلومات احنا ماقلنا ان انت
+
+636
+00:56:22,040 --> 00:56:25,080
+اعطيه لأ انت اعطيه قرار او اسمحله بالحصول على
+
+637
+00:56:25,080 --> 00:56:32,920
+المعلومات هو أصلا شكله ماعندهش دور اصدر قرار أو
+
+638
+00:56:32,920 --> 00:56:42,260
+السماح للموظف بالحصول على الموازنة زي لما انت عايز
+
+639
+00:56:42,260 --> 00:56:47,400
+توزع ال CBI على مؤسسةلازم تاخدي إذن بالموافقة
+
+640
+00:56:47,400 --> 00:56:54,520
+ماشي؟ وافقوا بتوزع، ماوافقوش خلاص إذا
+
+641
+00:56:54,520 --> 00:57:00,940
+عندنا تلات أش أدوة إذا المدير طناش ما بيكون عنده
+
+642
+00:57:00,940 --> 00:57:05,700
+دور تفاعل إذا المدير رحبه ساعد، بيكون عنده دور
+
+643
+00:57:05,700 --> 00:57:11,040
+تفاعل إذا المدير قدم المعلومات اللي إحنا عايزينها،
+
+644
+00:57:11,040 --> 00:57:15,220
+بيكون عنده دور معلوماتيإذا المدير مطنش برضه
+
+645
+00:57:15,220 --> 00:57:18,180
+ماعندوش دور أو جال أنا مش عارف مثلا مش مدير مش
+
+646
+00:57:18,180 --> 00:57:22,720
+عارف أخر حاجة اللي هي اتخاذ القرارات بالسماح لنا
+
+647
+00:57:22,720 --> 00:57:27,400
+بالعمل واضحة
+
+648
+00:57:27,400 --> 00:57:32,840
+ولا عيدها؟ المركزين معايا ولا نيمتوا؟ نيمتوا؟ حد
+
+649
+00:57:32,840 --> 00:57:38,980
+بدأ يحلم؟ نفسر الأحلام احنا الآن ال manager skills
+
+650
+00:57:45,180 --> 00:57:51,780
+الـ Skills اللي هي المهارات، شو يعني مهارة؟ والله
+
+651
+00:57:51,780 --> 00:57:58,820
+عندها مهارة التطريز أو مهارة الرسم، ما هي المهارة؟
+
+652
+00:57:58,820 --> 00:58:06,460
+المهارة فن، أكتر ما هي علم يعني
+
+653
+00:58:06,460 --> 00:58:08,920
+أنت لما يكون عندك مهارة للقاء، بتكون فنانة في
+
+654
+00:58:08,920 --> 00:58:13,480
+للقاء ومحترفة المهارة هي قدرة تحويل المعرفة إلى
+
+655
+00:58:13,480 --> 00:58:19,310
+فعلبأداء متميز زي
+
+656
+00:58:19,310 --> 00:58:24,650
+اللي ما نقول فلانة ذاكية معناها
+
+657
+00:58:24,650 --> 00:58:30,750
+مش عندها مهارات، بدكأ إذا
+
+658
+00:58:30,750 --> 00:58:33,610
+المدير المهر هو المدير اللي بيحول معرفة في مخه إلى
+
+659
+00:58:33,610 --> 00:58:40,690
+أفعال متميزة، ماشي، هذه بسميها skills عندنا
+
+660
+00:58:40,690 --> 00:58:43,350
+المهارات مع بعض، طبعا هم كتير
+
+661
+00:58:45,980 --> 00:58:50,920
+لنشوف مع بعضه هو أكتر من كده لعيننا مهارة فنية
+
+662
+00:58:50,920 --> 00:58:58,720
+مهارة إنسانية ومهارة إدراكية ما المقصود بالمهارة
+
+663
+00:58:58,720 --> 00:59:05,560
+الفنية أنه إنت تستخدم علمك لخدمتك وتطويرك فالمهارة
+
+664
+00:59:05,560 --> 00:59:10,660
+الفنية استخدام المعرفة هو الخبرة لأداء مهمة وعينة
+
+665
+00:59:10,660 --> 00:59:16,360
+الأن طبيببدي أعمل عملية لازم يكون عنده مهارة فنية
+
+666
+00:59:16,360 --> 00:59:21,940
+يعرف كيف تستوي العملية النوع التاني مهارة إنسانية
+
+667
+00:59:21,940 --> 00:59:30,740
+أنا إنسان القدرة على التعامل مع البشر بعض الأوقات
+
+668
+00:59:30,740 --> 00:59:38,960
+للأسف بتلاقي أن المدير متكبر وشايف نفسه علاش متكبر
+
+669
+00:59:38,960 --> 00:59:42,020
+ان شاء الله قليل شوي لأن هذا ماعنده مهارة إنسانية
+
+670
+00:59:43,590 --> 00:59:47,010
+أو موظف جاي مستعجل بدي ياخد إذن زوجته في المستشفى
+
+671
+00:59:47,010 --> 00:59:52,390
+كذا وماحسش فيه قال روح على مكتبك هذه اسمها مهارة
+
+672
+00:59:52,390 --> 00:59:56,090
+إيش؟ ماعندوش مهارة إنسانية الإنسانية من اسم الشعور
+
+673
+00:59:56,090 --> 01:00:01,930
+بالاخري مهارة إدراكية اللي هو التفكير و القدرة على
+
+674
+01:00:01,930 --> 01:00:05,470
+حل المشاكل بالإدراك هذا بنجيبها من المخ أو من
+
+675
+01:00:05,470 --> 01:00:08,570
+العقل إذا علنا تلات أنواع المهارات
+
+676
+01:00:14,270 --> 01:00:18,250
+مهارة ألف عين إدارة عليا، ألف راوء إدارة وسط، ألف
+
+677
+01:00:18,250 --> 01:00:23,110
+دال إدارة دونية مهارة فنية، مهارة إنسانية، مهارة
+
+678
+01:00:23,110 --> 01:00:27,950
+إدراكية مين طالب شطورة تطلع ترسم هذه المستويات
+
+679
+01:00:27,950 --> 01:00:36,630
+الإدارية تعرفش راح نعمل كيف بتكون ترتيب المهارات
+
+680
+01:00:36,630 --> 01:00:37,150
+هنا؟
+
+681
+01:00:48,140 --> 01:00:50,380
+طبعاً هم هيتفاوتوا في الإدارة العليا غير الإدارة
+
+682
+01:00:50,380 --> 01:00:56,800
+الوسطى غير الإدارة الدنيا مش هيكونوا زي بعض تفضلي
+
+683
+01:00:56,800 --> 01:01:03,600
+معانا محاولة إدارة العليا تحتاج أكتر حاجة للتفكير
+
+684
+01:01:03,600 --> 01:01:12,180
+اسمي لنا يا أنتي أيوة إدراكية
+
+685
+01:01:12,180 --> 01:01:16,420
+إدراكية ممتازة
+
+686
+01:01:18,570 --> 01:01:23,910
+المصطفى تحتاج المهارة الفنية، المهارة الإنسانية،
+
+687
+01:01:23,910 --> 01:01:30,370
+القدرة على التعامل مع البشر، والدارة
+
+688
+01:01:30,370 --> 01:01:35,210
+الدنيا تحتاج المهارة الفنية. ممتاز، الأن يا أخوات
+
+689
+01:01:35,210 --> 01:01:38,390
+التلاتة لازم يكونوا موجودين في كل مستوى، لكن مش
+
+690
+01:01:38,390 --> 01:01:42,040
+بنفس الدرجة، شكرا يا أنتي، بارك الله فيك.الإدارة
+
+691
+01:01:42,040 --> 01:01:46,240
+.. الآن الإدارة العليا كل شغلها التخطيط إذا لازم
+
+692
+01:01:46,240 --> 01:01:49,000
+نوفرلها مهارات إيش إدراكية اللي هي قدرة على
+
+693
+01:01:49,000 --> 01:01:53,400
+التفكير لأنه بيخطط هي التخطيط عشان هيك بتلاقي عادة
+
+694
+01:01:53,400 --> 01:01:58,520
+مكاتب المدرأ في مكان هادي مافعش نقعدك في الفرض أو
+
+695
+01:01:58,520 --> 01:02:03,470
+نقول تخطط، هدوءماشي الإدارة الوسطى خد يبالك من
+
+696
+01:02:03,470 --> 01:02:06,570
+اسمها وسط بالإدارة العليا والإدارة الدنيا فلازم
+
+697
+01:02:06,570 --> 01:02:09,850
+يكون عنده مهارات إيش إنسانية لكن هذا لا يعني أن
+
+698
+01:02:09,850 --> 01:02:12,870
+الإدارة العليا ماعندها مهارة إنسانية عندها بس أكتر
+
+699
+01:02:12,870 --> 01:02:17,130
+شيء في الإدارة ليش الوسطى أخر شيء الناس اللي
+
+700
+01:02:17,130 --> 01:02:19,350
+بيشتغلوا بديهم اللي هي الإدارة الدنيا بيكون عندها
+
+701
+01:02:19,350 --> 01:02:24,010
+مهارة إيش فنية بيكون عندها مهارة فنية الرسمة هذه
+
+702
+01:02:24,010 --> 01:02:26,650
+بتوضح الرسم اللي رسمتنا هي الأخت السحرية
+
+703
+01:02:31,460 --> 01:02:34,320
+مين يشرح الرسمة؟ صعبة؟
+
+704
+01:02:51,930 --> 01:02:56,070
+الشيء المفتوح هو كدا، إنه الناس بتقنية تركز في
+
+705
+01:02:56,070 --> 01:02:59,050
+إدارة الدنيا، موجودة في خلال مهارات بالتحديد
+
+706
+01:02:59,050 --> 01:03:02,250
+التفاؤل، بالنسبة للمهارات، لإدارة الدنيا، لإن
+
+707
+01:03:02,250 --> 01:03:04,430
+الموظفين يبقوا بشغل سيديام، فيجب يكون عندهم
+
+708
+01:03:04,430 --> 01:03:06,930
+بالنسبة عالي من المهارات التالية، عشان ينزلوا
+
+709
+01:03:06,930 --> 01:03:09,310
+أعمال كذا، هو مخطط بالنسبة للإدارة الموسطى
+
+710
+01:03:09,310 --> 01:03:13,190
+والوالية يعني، بالنسبة للإدارة الموسطى، مهم جدا
+
+711
+01:03:13,190 --> 01:03:18,170
+إنه ي ..و عندهم مهارات فنية عشان يناسقوا بين
+
+712
+01:03:18,170 --> 01:03:20,470
+الإدارة العالية و القدرة الدنيا يكونوا يعني فاني
+
+713
+01:03:20,470 --> 01:03:23,630
+تمام الإدارة اللي روحيها طبعا لازم المهارات
+
+714
+01:03:23,630 --> 01:03:27,330
+إدراكية عشان هم المصدر الأساسي اللي خد القرارات
+
+715
+01:03:27,330 --> 01:03:32,870
+اللي .. okay شايفة
+
+716
+01:03:32,870 --> 01:03:41,390
+هذه هذه إيش هتكون إدراكية إنسانية فنية
+
+717
+01:03:46,250 --> 01:03:53,330
+هنا إدراكية إنسانية فنية هنا صغنونة إدراكية
+
+718
+01:03:53,330 --> 01:03:58,550
+إنسانية فنية يعني ممكن تخطيهم شرح زي ما هو عامل
+
+719
+01:03:58,550 --> 01:04:03,390
+كده شايفة؟ الإدراكية أعلى لون عندها في الإدارة
+
+720
+01:04:03,390 --> 01:04:08,550
+العليا، الأزرق اللي هو الإدارة العلياالإنسانية هما
+
+721
+01:04:08,550 --> 01:04:10,590
+المفروض كلهم يكونوا عمهاد إنسانية بس أكتر الناس
+
+722
+01:04:10,590 --> 01:04:13,890
+الوسطة قولها لنا حلقة وسط الفنية اللون الأحمر اللي
+
+723
+01:04:13,890 --> 01:04:18,050
+هو إيش طلع عندها في الإدارة الدنيا واضحة ولا
+
+724
+01:04:18,050 --> 01:04:26,750
+عيدها؟ عيدها؟ عيدها هنا؟ ألا هنا؟ واضحة ولا صعبة؟
+
+725
+01:04:26,750 --> 01:04:32,870
+ليش هنا ندركي لأن هذا تخطيط طبقنا الإنسانية
+
+726
+01:04:32,870 --> 01:04:40,400
+الإتصالطب هنا العمل الفني أو العمل المؤسسة واضح؟
+
+727
+01:04:40,400 --> 01:04:46,200
+عشان هيك هي احنا متقسمة بهذا الشكل هل يجب ان يمتلك
+
+728
+01:04:46,200 --> 01:04:51,620
+رئيس و قصر المهات الدراكية؟ اه طبعا طب هل يجب ان
+
+729
+01:04:51,620 --> 01:04:55,020
+تمتلك الادارة الدنيا المهات الدراكية؟ اه هم كلهم
+
+730
+01:04:55,020 --> 01:04:59,020
+لكن المستويات نفسها بتختلف او درجة التركيز بتختلف
+
+731
+01:05:02,410 --> 01:05:08,090
+متى ينجح الأستاذ مدير حلو يا أستاذ مدير هالي؟ متى
+
+732
+01:05:08,090 --> 01:05:12,250
+ينجح السيد مدير؟
+
+733
+01:05:12,250 --> 01:05:17,790
+بده شوية مهارات تساعده على النجاح نشوف إيش مطلوب
+
+734
+01:05:17,790 --> 01:05:22,390
+منك يا مدير؟
+
+735
+01:05:22,390 --> 01:05:25,530
+لازم
+
+736
+01:05:25,530 --> 01:05:30,270
+المدير الناجح يكون عنده قدرة على الإتصال زي ما
+
+737
+01:05:30,270 --> 01:05:30,630
+هنشوف
+
+738
+01:05:34,510 --> 01:05:37,910
+يعني أنا الآن سبونة جاية عن مدير و أنا جاية في
+
+739
+01:05:37,910 --> 01:05:40,010
+حاجة بنسميها بتعرفوها اللي هي ال body language
+
+740
+01:05:40,010 --> 01:05:44,530
+اللي هي لغة الجسد بتطلع عليه إذا كان شكله مريح
+
+741
+01:05:44,530 --> 01:05:50,250
+مطمئن بتكلم أما إذا كان عصب و مش شايف نفسه أنا
+
+742
+01:05:50,250 --> 01:05:56,170
+جاية بالغلط معلش واضح؟ إذا أول شيء الإتصال مايكونش
+
+743
+01:05:56,170 --> 01:06:02,320
+في كلامه التكبروإن الناس وضعها صعب، لأ لازم يكون
+
+744
+01:06:02,320 --> 01:06:07,040
+دائما بشوش وإنسان محترم الناس تتقبله المدير الناجح
+
+745
+01:06:07,040 --> 01:06:14,780
+ما بيقولش أنا، بيقول نحن، هو فريقه يعني مش معقول
+
+746
+01:06:14,780 --> 01:06:17,540
+شركة زي شركة جوال واحد بس هو الناجح أو هو الواحد
+
+747
+01:06:17,540 --> 01:06:21,860
+المنجح، لأ طبعا هذه إحنا بنواجهها في المدارس تيجي
+
+748
+01:06:21,860 --> 01:06:28,770
+النازرة الأقبل النازرة أنا تقول مع المدلحالك يعني
+
+749
+01:06:28,770 --> 01:06:32,490
+ما شاء الله كاينة super لأ طبعا المدير الناجح
+
+750
+01:06:32,490 --> 01:06:36,470
+بيعمل بروح الفريقة و ليس بروح عنانية لأنه مايفعش
+
+751
+01:06:36,470 --> 01:06:41,670
+إدارة الدات إيش معناه إدارة الدات يتحكم بانفعالاته
+
+752
+01:06:41,670 --> 01:06:46,810
+يتحكم بانفعالاته يكون عصابه تحت السيطرة وكمان يطور
+
+753
+01:06:46,810 --> 01:06:55,570
+نفسه يطور نفسه طبعا المدير الناجح يكون قائد وهذه
+
+754
+01:06:55,570 --> 01:07:00,390
+مش دايما موجودةلما يكون منتشر عندنا الفساد الفساد
+
+755
+01:07:00,390 --> 01:07:05,350
+الإداري بتلاقي جاعد مدير بالواسطة ولا قائد ولا
+
+756
+01:07:05,350 --> 01:07:10,930
+حاجة والمؤسسة ضايع إذا الأصل يكون كل مدير قائد لكن
+
+757
+01:07:10,930 --> 01:07:17,690
+مش دايما موجودة خامسة التفكير الناقد يعني اللي
+
+758
+01:07:17,690 --> 01:07:24,450
+عنده بعض نظر يفكر كويس في مستقبل المؤسسة لا يعني
+
+759
+01:07:24,450 --> 01:07:34,790
+هنا أن يكون المديرعبقرينه، لأ، ماشي، بس يكون ذكي،
+
+760
+01:07:34,790 --> 01:07:39,730
+أيوة، بفهم هو يطير طبعا الـ semantics كتيرة، بس
+
+761
+01:07:39,730 --> 01:07:44,850
+هذه بس ملخصة، لمحة سريعة يكون مهني، يعني محترف في
+
+762
+01:07:44,850 --> 01:07:50,510
+العمل إداريمع الخبرة والممارسة وسنوات العمل بيكون
+
+763
+01:07:50,510 --> 01:07:54,870
+محترف تماما في عمل الإدار بيميز بين الناس، بيعرف
+
+764
+01:07:54,870 --> 01:07:57,830
+إيش الشغل، إيش القرارات، إيش بترتب على هذه
+
+765
+01:07:57,830 --> 01:08:05,050
+القرارات، واضح؟ إذا تعرفنا على الإدارة، تعرفنا على
+
+766
+01:08:05,050 --> 01:08:10,410
+وظائفها الأربعة، بعدين تعرفنا على المدير، تعرفنا
+
+767
+01:08:10,410 --> 01:08:16,590
+على مستويات الإدارة، وتعرفنا على مهارات المديرالآن
+
+768
+01:08:16,590 --> 01:08:19,570
+حابين تاخدوا break قعدوا بالله من الشتاء الرجيم
+
+769
+01:08:19,570 --> 01:08:22,210
+بسم الله الرحمن الرحيم أهلا وسهلا فيكوا في الجزء
+
+770
+01:08:22,210 --> 01:08:25,670
+التاني من هذه المحاضرة قبل ما نبدأ المحاضرة و نكمل
+
+771
+01:08:25,670 --> 01:08:28,610
+ان شاء الله على منظمات الأعمال في أمامنا تنشيط
+
+772
+01:08:28,610 --> 01:08:33,310
+للذاكرة في عندنا هذا واحدة منكوا بدها توصل للجامعة
+
+773
+01:08:33,310 --> 01:08:40,330
+إيش الطريقة اللي ممكن تمشي فيها؟ كده هتصرف تلاتة
+
+774
+01:08:47,860 --> 01:08:48,880
+هذه الصحة مثلًا.
+
+775
+01:09:02,600 --> 01:09:05,140
+في طريقة تانية، بدل ما نفكر في الولد.
+
+776
+01:09:07,900 --> 01:09:08,540
+في الولد.
+
+777
+01:09:12,040 --> 01:09:17,560
+على فكرة، هذا جسد، ممكن تمشي من تحته.طب احنا ممكن
+
+778
+01:09:17,560 --> 01:09:25,680
+نشكل بالتفكير، من هنا إيش رايكم؟ ممكن نعكسها؟
+
+779
+01:09:25,680 --> 01:09:34,600
+طريق، طريق، نشوف حالة نوصل ولا نوجف، طلعة، ممتازة،
+
+780
+01:09:34,600 --> 01:09:37,700
+هذا الجثة دي عندي مش طريق زي ما حكيتها طب افرض
+
+781
+01:09:37,700 --> 01:09:45,780
+جامعة هنق جارت اتنين، هاي هنق، ماشي هنق، ماشي هنق،
+
+782
+01:09:48,030 --> 01:09:52,230
+ماشية، هوبة، معلش
+
+783
+01:09:52,230 --> 01:09:59,250
+أنا سمية أو لا، حكوا واحد، تشوف إيش بيطلع معاهم
+
+784
+01:09:59,250 --> 01:10:03,730
+على
+
+785
+01:10:03,730 --> 01:10:10,310
+فكرة أنا ضايقت في الطريق أه، خلاص، مافيش إمكانية،
+
+786
+01:10:10,310 --> 01:10:12,090
+إذا الحل هنا إيش؟ تلاتة
+
+787
+01:10:16,470 --> 01:10:20,950
+بتعون الفيزيا نمسح
+
+788
+01:10:20,950 --> 01:10:31,930
+خيط الطريق هادئ مين الحوض اللي هيمتلق أولاً؟
+
+789
+01:10:31,930 --> 01:10:32,670
+تسألوني؟
+
+790
+01:10:55,010 --> 01:11:01,530
+ممتاز، المي هتنزل من
+
+791
+01:11:01,530 --> 01:11:05,170
+اتنين لتلاتة و تروح على أربعة متري و هكذا، ممتاز
+
+792
+01:11:05,170 --> 01:11:11,190
+هو
+
+793
+01:11:11,190 --> 01:11:11,990
+ده السؤال اللي غزه
+
+794
+01:11:20,480 --> 01:11:29,740
+أهوال موجود وعزمى فقود؟ إيش بطلع؟ الهوى لو فقدناه
+
+795
+01:11:29,740 --> 01:11:36,040
+مش بيتموت؟ طيب الميه،
+
+796
+01:11:36,040 --> 01:11:38,580
+الإجابة الميه، الميه لما يكون موجود ولعبان، لكن
+
+797
+01:11:38,580 --> 01:11:41,640
+لما نعتش، بصير أغلى حاجة عندنا
+
+798
+01:11:46,950 --> 01:11:50,450
+إيش الشوق هالي سهلة؟ بتحرق نفسها لاتفيد غيرها
+
+799
+01:11:50,450 --> 01:11:57,110
+الشمعة يا شموعة شجرة
+
+800
+01:11:57,110 --> 01:12:03,270
+مالهاش ضل ومالهاش تيمار ألاقم
+
+801
+01:12:03,270 --> 01:12:10,970
+ذاكره منيح أخت
+
+802
+01:12:10,970 --> 01:12:13,090
+ولدتك لكن مش خالتك أمك
+
+803
+01:12:17,720 --> 01:12:26,100
+طب هذه تشابهات، يلّا عشان نبدأ المحاضرة أول
+
+804
+01:12:26,100 --> 01:12:29,300
+حاجة الطقية ما هي الطقية؟ لون الطقية، اللون اللي
+
+805
+01:12:29,300 --> 01:12:33,120
+.. الـsurface تبع الطقية أيوة، واحد أحمر والتاني
+
+806
+01:12:33,120 --> 01:12:34,600
+move أيضا
+
+807
+01:12:48,080 --> 01:12:59,500
+تعمل عافية طبعا هنا
+
+808
+01:12:59,500 --> 01:13:11,280
+زائد هنا ناقص ممتاز هذي لفوق و هذي ده هنا ايوة
+
+809
+01:13:11,280 --> 01:13:14,160
+هذي كده او هذي كده ماشي قط في الضوء افضل
+
+810
+01:13:28,550 --> 01:13:35,230
+هذه اتفضلي اه هذه هذه smile وهذه حزينة هذه فيها
+
+811
+01:13:35,230 --> 01:13:38,670
+انف هذه مالهاش او هو نفس ال temp وهذه هذه حكينا
+
+812
+01:13:38,670 --> 01:13:47,010
+عنها والزائد والناقص وهذه هم
+
+813
+01:13:47,010 --> 01:13:52,440
+خمسة بسإنتوا قادرة يعني أنا مش عارف ماشي نروح على
+
+814
+01:13:52,440 --> 01:13:56,260
+المحاضرة نشط
+
+815
+01:13:56,260 --> 01:14:08,520
+ولا لسه ان شاء الله business
+
+816
+01:14:08,520 --> 01:14:13,940
+organization أو منظمات الأعمال ما المقصود
+
+817
+01:14:13,940 --> 01:14:22,720
+بالمنظمة؟طبعا كلمة منظمة مشتقة من النظام منظمة
+
+818
+01:14:22,720 --> 01:14:27,980
+مشتقة من إيش؟ من النظام شغل النظام أو شغل منظمة
+
+819
+01:14:27,980 --> 01:14:33,980
+عبارة عن كيان مستقل مكون مجموع من الأفراد بتنفيهم
+
+820
+01:14:33,980 --> 01:14:38,740
+تقسيم العمل لحتى نوصل لهداف إيش المصدر خودي بالك
+
+821
+01:14:38,740 --> 01:14:42,140
+كلمة هداف طلعلنا في كل تعريف كلمة هداف طلع في كل
+
+822
+01:14:42,140 --> 01:14:48,850
+إيش تعريف إذا المنظمةبدأنا وياكوا نعمل شركة إذا
+
+823
+01:14:48,850 --> 01:14:53,210
+إحنا مجموعة من الأفراد هنأسس كيان نسميه شركة إله
+
+824
+01:14:53,210 --> 01:14:58,890
+إيش إله هدف معين طبعا عشان نوصل لهدف لازم نعمل
+
+825
+01:14:58,890 --> 01:15:03,110
+تقسيم الأعمال اللي حكيناها تسويق أفراد إنتاج و
+
+826
+01:15:03,110 --> 01:15:09,370
+هكذا إذا كيان بيأسسوا مجموعة من الأفراد بيقسموا
+
+827
+01:15:09,370 --> 01:15:13,950
+على بعضهم الشغل حتى يتم تحقيق الأهداف هذا المنظمة
+
+828
+01:15:13,950 --> 01:15:21,200
+بشكل عامسواء كانت مستشفى أو إنسان أو حديقة أو أي
+
+829
+01:15:21,200 --> 01:15:26,760
+حاجة منظمات الأعمال اللي هي الـ Private Structure
+
+830
+01:15:26,760 --> 01:15:32,260
+اللي هي القطعة الخاصة اللي بتختلف عن هذه شغل
+
+831
+01:15:32,260 --> 01:15:38,440
+القطعات الخاصة إما منظمة فردية زي مثلا Cofairعمل
+
+832
+01:15:38,440 --> 01:15:45,620
+واضح إن هذه منظمة لشخص واحد أو جماعية شركة جوال
+
+833
+01:15:47,110 --> 01:15:51,110
+ماشي، اللي هم نشاط معين، إيش بيكون هدفهم؟ الأرباح
+
+834
+01:15:51,110 --> 01:15:55,850
+إذا كان مؤسسة هدفها الربح بتكون منظمة أعمال أو
+
+835
+01:15:55,850 --> 01:16:02,610
+قطعة خاصة هي الأداء قطعة خاصة ما هو الربح؟
+
+836
+01:16:02,610 --> 01:16:08,330
+profit ما شاء الله ما هو الربح؟ هو عبارة عن
+
+837
+01:16:08,330 --> 01:16:15,850
+الإيراد أكبر من التكاليف إذا كان إيرادنا ألف
+
+838
+01:16:17,000 --> 01:16:25,800
+تكاليفنا 500 مين أكتر؟ ألف ناقص 500 موجب 500 إذا
+
+839
+01:16:25,800 --> 01:16:29,300
+الربح عبارة عن الإيراد حاصل التكاليف بإشارة موجبة
+
+840
+01:16:29,300 --> 01:16:33,600
+للإيراد هذا هو إيش؟ الأرباح وهو الهدف النهائي
+
+841
+01:16:33,600 --> 01:16:38,460
+للقطاعات الخاصة هو الهدف النهائي للقطاع الخاص إذا
+
+842
+01:16:38,460 --> 01:16:43,620
+عندنا شركة جوال هدفها تحقيق الأرباحبعض الجامعات
+
+843
+01:16:43,620 --> 01:16:46,720
+اللي عندنا اللي ظهرت حديثا زي جامعة فلسطين وجامعة
+
+844
+01:16:46,720 --> 01:16:52,400
+غزة هذه شركات مساهمة هدفها الأرباح البنوك كلها
+
+845
+01:16:52,400 --> 01:16:56,120
+عندنا شركات مساهمة هدفها أيش الأرباح لأن أي مؤسسة
+
+846
+01:16:56,120 --> 01:16:59,440
+صغيرة كبيرة أنت لوحدك فيها المدير أو معاك شركاء
+
+847
+01:16:59,440 --> 01:17:04,560
+هدفك الأرباح بنسميها قطاع خاص أو منظمات أعمل قطاع
+
+848
+01:17:04,560 --> 01:17:08,680
+خاص هي الأدقما هي أنواع المنظمات خُد يبقى لك
+
+849
+01:17:08,680 --> 01:17:11,580
+السؤال بيقول ما هي أنواع المنظمات مش ما هي أنواع
+
+850
+01:17:11,580 --> 01:17:17,340
+منظمات العمال إيش أنواع المنظمات؟ أول شيء الحكومة
+
+851
+01:17:17,340 --> 01:17:24,600
+اللي هي منظمات العامة public
+
+852
+01:17:24,600 --> 01:17:28,200
+sector تهدف
+
+853
+01:17:28,200 --> 01:17:37,490
+لخدمة فقط بدك تعمل جوال سفةاللي بتطلع شهادة ميلاد
+
+854
+01:17:37,490 --> 01:17:42,690
+شهادة حسن سورة وسلوك هذه كلها منظمات عامة بتروح
+
+855
+01:17:42,690 --> 01:17:48,490
+للدولة أو للحكومة زي الدفاع والأمن والشغل المدني
+
+856
+01:17:48,490 --> 01:17:54,830
+ماشي طبعا في برضه منظمات أخرى ليهم مؤسسات حكومية
+
+857
+01:17:54,830 --> 01:17:59,610
+بتتبع الحكومة زي .. بس خد بالك الشغلات هذه بدت
+
+858
+01:17:59,610 --> 01:18:06,850
+تتخصص تتخص خصةالموانئ المطارات المصالح المياه هذه
+
+859
+01:18:06,850 --> 01:18:11,350
+مؤسسات تتبع الحكومة لكن ممكن خص خصتها لكن الأمور
+
+860
+01:18:11,350 --> 01:18:17,470
+الأمنية بضرها تتبع الحكومة منظمات دولية زي الأمم
+
+861
+01:18:17,470 --> 01:18:22,270
+المتحدة وكالة الانروا سفارة الدولة هي دولية بتكون
+
+862
+01:18:22,270 --> 01:18:28,990
+ال NGOs اللي هي المنظمات الخيرية جمعية
+
+863
+01:18:28,990 --> 01:18:32,450
+الإيغاتا الإسلامية
+
+864
+01:18:34,160 --> 01:18:37,680
+إذا الـ NGOs هي منظمات تهدف لتقديم خدمات وتبرعات
+
+865
+01:18:37,680 --> 01:18:45,640
+مساعدات إنسانية مش ربحية لأ زي اللي بوزعوا شنط
+
+866
+01:18:45,640 --> 01:18:52,480
+وقسوة العيد هما دول تعونيات مجموعة من الناس في
+
+867
+01:18:52,480 --> 01:18:56,120
+تخصص معين بيعملوا حاجة زي جمعية زي جمعية الزراعة
+
+868
+01:18:56,120 --> 01:19:08,200
+مثلا أو جمعية حماية المستهلكهذه تعاونيات إذا
+
+869
+01:19:08,200 --> 01:19:13,980
+عندنا المنظمات الحكومية اللي هي الحكومة مثلا وزارة
+
+870
+01:19:13,980 --> 01:19:24,340
+المالية إيش بتكون حكومة كلمة وزارة ومصلحة ماشي هذه
+
+871
+01:19:24,340 --> 01:19:30,580
+حكومة زي في مصر مصلحة الدرائب هذه إيش؟ هذه حكومة
+
+872
+01:19:30,580 --> 01:19:32,220
+طبعا المسميات بتختلف
+
+873
+01:19:35,400 --> 01:19:39,120
+الصليب الأحمر والهيال الأحمر والسفارات والـ Honor
+
+874
+01:19:39,120 --> 01:19:45,560
+وهذه كلها دولية دولية ال
+
+875
+01:19:45,560 --> 01:19:49,940
+NGOs منتشرة عنا احنا من حوال 300 جمعية هي جمعية
+
+876
+01:19:49,940 --> 01:19:55,380
+تقدم خدمات فقط وليست ربحية تعاونية تقولنا مجموعة
+
+877
+01:19:55,380 --> 01:19:58,960
+من الناس بكونه جمعية زي جمعية حماية المستخدم جمعية
+
+878
+01:19:58,960 --> 01:20:04,220
+الزراعة الاقتصاد وهكذا لأن هذه عبارة عن أنواع إيش
+
+879
+01:20:05,120 --> 01:20:11,620
+المنظمات بشكل مختصر لسه
+
+880
+01:20:11,620 --> 01:20:14,360
+طول ما حكينا عن منظمة قلت لكم خدوا بالكم إنها
+
+881
+01:20:14,360 --> 01:20:21,880
+مشتقة من نظام هل ممكن نلاقي منظمة بنغلق على نفسها
+
+882
+01:20:21,880 --> 01:20:27,860
+و تختلطش في الناس و الناس ماختلطوش فيها؟ لأ إذا
+
+883
+01:20:27,860 --> 01:20:31,160
+عندنا المنظمات Open System
+
+884
+01:20:33,520 --> 01:20:39,720
+ماذا يعني urban system؟ تؤثر وتتأثر يعني مثلا
+
+885
+01:20:39,720 --> 01:20:46,580
+عندنا يوم 1،1،2020 ميلادي إن شاء الله إجازة هل
+
+886
+01:20:46,580 --> 01:20:49,780
+ينفعني أن أقول في الجامعة لأ؟ نحن نجي ندور؟ مفهوش
+
+887
+01:20:49,780 --> 01:20:54,840
+حسب البيئة بمشي إذا احنا عطلنا يوم 1،1 إذا احنا
+
+888
+01:20:54,840 --> 01:21:01,700
+اتأثرنا ماشي ايضا احنا بنؤثر في المؤسسة بنؤثر في
+
+889
+01:21:01,700 --> 01:21:08,080
+إيش؟ في المجتمعكيف لما ناخد موظفين لما نقدم خدمات
+
+890
+01:21:08,080 --> 01:21:16,860
+ومنتجات إذا جميع المؤسسات مؤسسات open system شو
+
+891
+01:21:16,860 --> 01:21:22,080
+معناك less closed system الجوال هذا شايفه من
+
+892
+01:21:22,080 --> 01:21:26,420
+الخارج لكن من الداخل شايف حاجة طب هو بيحس أنه فيه
+
+893
+01:21:26,420 --> 01:21:31,510
+هواالـ closed system مش موجود مافيش حاجة اسمها ان
+
+894
+01:21:31,510 --> 01:21:35,850
+انت تقعد في صندوق و تسكري عن نفسك الا تتأثر اذا ال
+
+895
+01:21:35,850 --> 01:21:41,230
+open system جميع منظماتنا open system تؤثر و تتأثر
+
+896
+01:21:41,230 --> 01:21:47,530
+بإيش؟ بالبيئة النظام المفتوح عبارة عن عدة أجزاء
+
+897
+01:21:47,530 --> 01:21:52,450
+تتفاعل مع بعضها البعض قلنا
+
+898
+01:21:52,450 --> 01:21:55,750
+عن إجازة الموظفين و الطلاب مش راح ييجوا أبواب
+
+899
+01:21:55,750 --> 01:21:57,150
+الجامعة هتغلق خلاص
+
+900
+01:22:00,540 --> 01:22:04,380
+إذن النظام عبارة عن كيان متكوّم من عدة أجزاء
+
+901
+01:22:04,380 --> 01:22:07,440
+تتفاعل مع بعضها البعض ونحول المدخلات إلى إيش إلى
+
+902
+01:22:07,440 --> 01:22:13,540
+مخرجات زي ما توحكينا الآن الموظفين من وين بنجيبهم؟
+
+903
+01:22:13,540 --> 01:22:19,340
+من المجتمع بيشتغلوا بقدموا خدمات وإيش ومنتجات إذن
+
+904
+01:22:19,340 --> 01:22:22,820
+ببساطة يا أخوات النظام المفتوح هو النظام اللي يؤثر
+
+905
+01:22:22,820 --> 01:22:30,430
+ويتأثر بالبيئة المحيطة جالوا أضرب خلاص أضربدوام
+
+906
+01:22:30,430 --> 01:22:36,210
+خلاص دوام نطلعش عن القاعدة، واضح؟ أما أن الشكل
+
+907
+01:22:36,210 --> 01:22:39,450
+بيوضح شو معناه البيئة أو شو معناه النظام المفتوح
+
+908
+01:22:39,450 --> 01:22:43,970
+بالمهم نبدأ من اليمين و لا من الشمال؟ يمينكوا ولا
+
+909
+01:22:43,970 --> 01:22:46,990
+شمالكوا؟
+
+910
+01:22:46,990 --> 01:22:52,410
+صلاة النبي أه
+
+911
+01:22:52,410 --> 01:22:57,110
+طب بتبدأوا شجلاب طول آية أه مش شايفين؟
+
+912
+01:23:00,050 --> 01:23:02,370
+لأ أنا أسأل من أين نقطة الانطلاقة في الرسم
+
+913
+01:23:02,370 --> 01:23:11,470
+بالمدخلات اللي عندى مدخلات عمليات مخرجات يعني إنتي
+
+914
+01:23:11,470 --> 01:23:14,550
+بدك تعمل جاتو مابتقولش تفضل جاتو تروح تشتري مرات
+
+915
+01:23:14,550 --> 01:23:18,170
+الخام تعمل العجينة و تحطيها في الفرن بطلع جاتو مش
+
+916
+01:23:18,170 --> 01:23:25,010
+العكس ال 6Ms ده و شرحناهم بصير عليهم شغل بتحول
+
+917
+01:23:25,010 --> 01:23:30,410
+المدخلات لإيش لمخرجات ما هي المخرجاتإما السلاع ليه
+
+918
+01:23:30,410 --> 01:23:34,430
+ال product زي هذه جلم مسكافي ليه حاجة ملموسة يعني
+
+919
+01:23:34,430 --> 01:23:42,290
+ماشي أو خدمة زي التعليم العلاج ليه الصحة ماشي
+
+920
+01:23:42,290 --> 01:23:48,510
+الصلاة هذه كلها خدمات أو معذفة تخت علم أو معلومات
+
+921
+01:23:48,510 --> 01:23:52,590
+معينة طبعا هنا ممكن تكون المعلومات تأليف مثلا
+
+922
+01:23:52,590 --> 01:23:58,460
+ticket بشعر قصة ممكن تكون إيش مخرجةالمخرجات بترجع
+
+923
+01:23:58,460 --> 01:24:04,620
+تاني إيش بتصير؟ مدخلات و هكذا البيئة الخارجية
+
+924
+01:24:04,620 --> 01:24:08,840
+بنلاقي فيها ال 6Ms والبيئة الخارجية بتطلع إليها
+
+925
+01:24:08,840 --> 01:24:12,160
+المخرجات إذا المدخلات من أين بدي أجيبها من البيئة
+
+926
+01:24:12,160 --> 01:24:16,220
+الخارجية؟ طب المخرجات أين هتروحها البيئة الخارجية؟
+
+927
+01:24:16,220 --> 01:24:20,320
+المنظمية اللي هتحول المدخلات لإيش؟ لمخرجات دعنا
+
+928
+01:24:20,320 --> 01:24:22,540
+ناخد example بسيط يوضح الكلام هذا
+
+929
+01:24:29,150 --> 01:24:36,970
+عنا مصنع موبيليا الهولتات إيش الموارد الخام تبعته؟
+
+930
+01:24:36,970 --> 01:24:47,290
+إنسان يا جماعة وخشب وألات طيب إيش هيطلع هنا؟
+
+931
+01:24:47,290 --> 01:24:55,950
+كراسي، طاولات وغرف نوم وهاكذا طب كيف الخشب يبدأ
+
+932
+01:24:55,950 --> 01:24:56,770
+يصير كرسي؟
+
+933
+01:25:03,320 --> 01:25:09,880
+قطع، تصميم، لزق، دهان، هذه ما نسميها عمليات، لان
+
+934
+01:25:09,880 --> 01:25:15,800
+خودي بالة، من أين نجيب الخشبات؟ من الغابة، اللي هي
+
+935
+01:25:15,800 --> 01:25:21,340
+البيئة الخارجية، بنروح بنجيب الخشب و نوديه على
+
+936
+01:25:21,340 --> 01:25:27,570
+المصنع، المصنع بيظبط و بيصنعوش و بيصيرالسلع، ماشي،
+
+937
+01:25:27,570 --> 01:25:30,770
+اللي هي الكراسي والطاولات وين هيودية؟ هيودية على
+
+938
+01:25:30,770 --> 01:25:35,110
+المجتمع، لأن أنا بجيب من المجتمع المواد الخام
+
+939
+01:25:35,110 --> 01:25:49,170
+وبصدر للمجتمع السلع والخدمات واضح؟ عيد؟ سهل؟ توصلت
+
+940
+01:25:49,170 --> 01:25:53,730
+السؤال هذا كيف نعرف إن المنظمة أو المؤسسات
+
+941
+01:25:53,730 --> 01:25:58,810
+المتمكنةأو سيئة لأ لأ لأ ماتروحيش على الكوفيرة
+
+942
+01:25:58,810 --> 01:26:04,210
+فلان هتخربك شعرك بتخافي تروحي لأ الدكتور فلان شاطر
+
+943
+01:26:04,210 --> 01:26:09,270
+متمكن روح عنده إذا ما هي مؤشرات قياس أداء نجاح
+
+944
+01:26:09,270 --> 01:26:13,670
+المؤسسات؟ وقتش بعرف إن المؤسسة ناجحة ولا فاشلة
+
+945
+01:26:13,670 --> 01:26:20,110
+انتوا طبعا حكيتوا في الموضوع عندنا فاعلية كفاءة
+
+946
+01:26:20,110 --> 01:26:27,270
+إنتاجية نبدأ من تحت لفوقالإنتاجية ببساطة يا أخوات
+
+947
+01:26:27,270 --> 01:26:35,470
+اللي هي الجودة الجودة
+
+948
+01:26:35,470 --> 01:26:42,350
+quality ما هي الجودة؟
+
+949
+01:26:42,350 --> 01:26:48,950
+ممتاز
+
+950
+01:26:48,950 --> 01:26:55,990
+درجة الإشباع عاليةيعني تحقيق الأهداف بتكون عالية
+
+951
+01:26:55,990 --> 01:27:03,870
+عندنا إنتاجية وعندنا إنتاج في فرق ولا زي بعض ما
+
+952
+01:27:03,870 --> 01:27:07,630
+الفرق بين الإنتاج والإنتاجية الإنتاجية أفضل تكون
+
+953
+01:27:07,630 --> 01:27:11,530
+نفس الناس اللي بيقدر بس الإنتاجية بميزات أفضل من
+
+954
+01:27:11,530 --> 01:27:15,230
+الإنتاجية جمع الإنتاجية الجودة والإنتاج الإنتاج
+
+955
+01:27:15,230 --> 01:27:21,070
+نفسه ممكن تكون شغل فهي أو نفسها العدد يعني أنت
+
+956
+01:27:21,070 --> 01:27:26,990
+عملتيتلات أجلام هذا إنتاج كم انتجت اليوم؟ تلات
+
+957
+01:27:26,990 --> 01:27:33,910
+أجلام طيب، أكم جلم كويس؟ اتنين، هذا الإنتاجي،
+
+958
+01:27:33,910 --> 01:27:38,730
+واضح؟ إنتاجية ليه الجودة؟ يعني أنت فصلتش البابين،
+
+959
+01:27:38,730 --> 01:27:42,970
+واحد طلع واو، واحد طلع استغفر الله إذا الإنتاج
+
+960
+01:27:42,970 --> 01:27:47,790
+اتنين، لكن الإنتاجية طلعت واحد الكفاءة،
+
+961
+01:27:47,790 --> 01:27:49,670
+ما هي الكفاءة؟
+
+962
+01:27:51,680 --> 01:27:58,960
+حسن استغلال الموارد الكفاءة
+
+963
+01:27:58,960 --> 01:28:05,280
+انت حصلت في المادة 95 معناه حققت جدفك بتفوق لأن
+
+964
+01:28:05,280 --> 01:28:09,080
+الكفاءة هي التفوق الآن أخد طلع متن فيه ده لأ سمح
+
+965
+01:28:09,080 --> 01:28:15,380
+الله كده حب حرارة ولا إشي راحت للطبيبة أعطتها علاج
+
+966
+01:28:15,380 --> 01:28:20,870
+أمامنا حالياإما العلاج يخفي المرض تماما في مصير
+
+967
+01:28:20,870 --> 01:28:26,850
+الكفاءة أو إنه يخفي لكن يظل أتار فبنسميهاش فعليًا
+
+968
+01:28:26,850 --> 01:28:31,650
+إذا إنت لو حصلت 95% أو تماما 95% بنسميها كفاءة
+
+969
+01:28:31,650 --> 01:28:41,230
+أحسنت الاستغلال أما لو جبت 60% ناجحة عفواً 70%
+
+970
+01:28:41,230 --> 01:28:49,350
+الناجحة في المجلس 70% إذا لو جبنا 70% ناجحينفعلية،
+
+971
+01:28:49,350 --> 01:28:55,330
+ماشي الحال، لكن لو جيبنا 95 فعلية وكفاءة يعني إني
+
+972
+01:28:55,330 --> 01:29:00,270
+أنا انجحت واتفوقت زي الماضي اللي اختفى تماما أما
+
+973
+01:29:00,270 --> 01:29:06,270
+70 يعني إيه ابنك و لا بنتك جايب في دوجية خمسية و
+
+974
+01:29:06,270 --> 01:29:12,430
+أنا الكفاءة اللي عنده؟ على الحفة، ماشي، إذا لما
+
+975
+01:29:12,430 --> 01:29:19,790
+انحقق الهدف بالحد الأدنى من الموارد فعليالكن لما
+
+976
+01:29:19,790 --> 01:29:27,870
+نحقق الهدف بتميز كفاءة لما يكون عندي جودة إنتاجية
+
+977
+01:29:27,870 --> 01:29:39,690
+واضح؟ إذا سؤال ما الفرق بين الفاعلية والكفاءة شركة
+
+978
+01:29:39,690 --> 01:29:45,090
+بتربح في الوحدة اتنين شكل وشركة تانية بتربح تلات
+
+979
+01:29:45,090 --> 01:29:53,280
+شكل مين الأحسن؟ ماشي رأيك؟إيش شركة جامعة؟ تصبحوا
+
+980
+01:29:53,280 --> 01:30:05,780
+اتنين ولا تلاتة؟ تلاتة، الكفاءة الفعلية لقد
+
+981
+01:30:05,780 --> 01:30:19,600
+نجحنا سبعين لقد نجحنا بتفوق خمسة
+
+982
+01:30:19,600 --> 01:30:24,800
+وتسعينالكفاءة معناها إن احنا استغلنا الموارد بشكل
+
+983
+01:30:24,800 --> 01:30:34,140
+جيد هذه لأ، عدم استغلالها إذاً الكفاءة معناها إن
+
+984
+01:30:34,140 --> 01:30:39,240
+أنا متفوقة ومتميزة الفعلية نجحنا على الحفة، نجحنا
+
+985
+01:30:39,240 --> 01:30:43,220
+خلاص يعني زي لما واحد ابنه في توجيه ينجح وماكنش
+
+986
+01:30:43,220 --> 01:30:48,300
+متوقع ينجح يروح يجيبه الـ 50% ويجيبله فدعوس فعلية
+
+987
+01:30:49,630 --> 01:30:54,750
+واحد تاني ابنه جالب 99 قعد بعيد إذا
+
+988
+01:30:54,750 --> 01:30:57,090
+استخدام الموارد المتاحة بشكل جديد لوصول الأهداف
+
+989
+01:30:57,090 --> 01:31:03,890
+بنسميها كفاءة أما الوصول لأهداف وخلاص فعليا هيا
+
+990
+01:31:03,890 --> 01:31:09,170
+أمامنا على الصبون إذا
+
+991
+01:31:09,170 --> 01:31:12,370
+حققت أهدافك خلاص أنا جبت ماجستير ده ليش تقدير
+
+992
+01:31:12,370 --> 01:31:19,230
+مقبول فعليا أنا جبت ماجستير معدل 90% كفاءة
+
+993
+01:31:20,440 --> 01:31:23,380
+الإنتاجية قُلنا هي الجودة، الإنتاجية هي إيش
+
+994
+01:31:23,380 --> 01:31:33,040
+الجودة؟ عيد؟ صعبة؟ استغلال، مكتوبة بالهندي،
+
+995
+01:31:33,040 --> 01:31:38,500
+ماعليش، إذا أنا صناعة تلت أقلام، في منهم اتنين
+
+996
+01:31:38,500 --> 01:31:41,260
+كواسين وواحد عاطل، أنا بسميها إنتاجية
+
+997
+01:31:45,620 --> 01:31:49,840
+النوع المنظمات حسب الفعلية والكفاءة، هاي استخدام
+
+998
+01:31:49,840 --> 01:31:55,160
+المواد، هاي إنجاز الأهداف، مين أحسن واحد في يومها؟
+
+999
+01:31:55,160 --> 01:32:01,980
+مين أحسن واحد في الأربعة؟ هذا،
+
+1000
+01:32:01,980 --> 01:32:06,540
+زي ما أنت جيب الـ95%. خُد بالك الفعلية تسبق
+
+1001
+01:32:06,540 --> 01:32:10,280
+الكفاءة وليس العكس، أنا بنجح، بعدين بتفوق، مش
+
+1002
+01:32:10,280 --> 01:32:14,000
+بتفوق، بعدين بنجح، لأ، بدل منتفوق يعني ناجح،
+
+1003
+01:32:16,650 --> 01:32:21,030
+إذن فعليا إحنا أداتنا منجزة و مستغلين موادنا بشكل
+
+1004
+01:32:21,030 --> 01:32:28,170
+جيد هذا اللي جايب 70 زي ما هو كتبلك فعال لكن مش
+
+1005
+01:32:28,170 --> 01:32:35,470
+كفاء نجح .. نجح فقط المواد مافيش لمواد بتبلعب طول
+
+1006
+01:32:35,470 --> 01:32:47,970
+السنة هنا واحد جايب مثلا 40%24 ساعة و هو بذاكر و
+
+1007
+01:32:47,970 --> 01:32:52,090
+كيف راسب؟ معناه عشان يحقق الهداف و يضيع في الوقت
+
+1008
+01:32:52,090 --> 01:33:01,750
+هذا أسوأ واحد من هذا الفاشل لا بدرس و لا بنجح و لا
+
+1009
+01:33:01,750 --> 01:33:06,370
+يحزن انه صارله 15 سنة بتوجيهه
+
+1010
+01:33:06,370 --> 01:33:10,290
+إذن أفضل واحد هذا اللي هو الفعلية و الكفاءة هو هذا
+
+1011
+01:33:10,290 --> 01:33:14,410
+المطلوب قال عليه الصلاة و السلام ليش قال ان الله
+
+1012
+01:33:14,410 --> 01:33:18,870
+يحبهأيوة، إذا عملها حدك وما عملنيش أساوي فيه، أشلف
+
+1013
+01:33:18,870 --> 01:33:22,110
+جوه، أي كلام؟ لأ، أن يتقنها والتقنية دي مرحلة
+
+1014
+01:33:22,110 --> 01:33:30,570
+الفعلية والكفاءة ناجح، ع الحفة، فعال بس، بتعب و
+
+1015
+01:33:30,570 --> 01:33:36,090
+بشجع و بجيبش أهداف، وضعي وحش، هان الحمد لله لها دي
+
+1016
+01:33:36,090 --> 01:33:38,930
+و لها دي، الوضع سيء جدا بكونه
+
+1017
+01:33:42,610 --> 01:33:45,930
+ما هي الاتجاهات الحديثة الموجودة في عالمنا اليوم
+
+1018
+01:33:45,930 --> 01:33:52,250
+أثرت على الإدارة وسليبها؟ زي ما انتوا عارفين في
+
+1019
+01:33:52,250 --> 01:33:58,890
+عندنا مصطلحات مين
+
+1020
+01:33:58,890 --> 01:34:05,730
+حاب يقرأ المحاضرة
+
+1021
+01:34:05,730 --> 01:34:08,330
+هتشرح علي عشان هو المحاضرة بعدك انت هتشرحها فيك
+
+1022
+01:34:08,330 --> 01:34:10,810
+ماشي
+
+1023
+01:34:13,310 --> 01:34:16,490
+يلّا يا واحدة منكم، انت رشح نفسك لانتخابات سحب
+
+1024
+01:34:16,490 --> 01:34:20,550
+متحمس، اتفضلي اتجاهات الحديثة التي أشمرت المنظومات
+
+1025
+01:34:20,550 --> 01:34:24,330
+على تغيير في أساليب إدارتها أهمية رأس المال الفكري
+
+1026
+01:34:24,330 --> 01:34:27,470
+والمعرفي المال الفكري والمعرفي اللي هو عقل الإنسان
+
+1027
+01:34:27,470 --> 01:34:32,910
+تغير مفهوم إصدار الأوامر والرقادة على العمل زمان
+
+1028
+01:34:32,910 --> 01:34:38,770
+كانت أوامر صادمة الأهم المشركة اشركوا جميعا
+
+1029
+01:34:42,770 --> 01:34:46,070
+كذا مشروع حكيناها المدير الناجح بحكي نحنا وما
+
+1030
+01:34:46,070 --> 01:34:50,790
+بحكيش أنا نقص دور التكنولوجيا بشكل كبير في منظومات
+
+1031
+01:34:50,790 --> 01:34:53,430
+الأعمال يعني لو روحت المؤسسة و لسه ماسك ولا جوالة
+
+1032
+01:34:53,430 --> 01:34:57,650
+و بكتب بتقولي إيش البدايين هدول؟ شوف الناس و نوصلت
+
+1033
+01:34:57,650 --> 01:35:01,630
+و هدول؟ التكنولوجيا دخلت في كل مؤسسة في العالم
+
+1034
+01:35:01,630 --> 01:35:04,950
+أجلب؟
+
+1035
+01:35:09,980 --> 01:35:19,040
+لسة بتكتبوا؟ أيضًا من ضمن الاتجاهات شبكات
+
+1036
+01:35:19,040 --> 01:35:23,800
+الاتصال المتطورة، تطلعات جديدة للقوة العامة الان
+
+1037
+01:35:23,800 --> 01:35:26,440
+زي ما انت شايف المواقع التواصل الاجتماعي أحد أشكال
+
+1038
+01:35:26,440 --> 01:35:31,080
+شبكات الاتصال بتقلب الرعي العام في البلد وبتأثر
+
+1039
+01:35:31,080 --> 01:35:34,960
+على الدول والحكومات اتنين أو البعدها الاهتمام
+
+1040
+01:35:34,960 --> 01:35:38,180
+والموازن بينتطلعات جديدة للقوة العامة اللي هم حقوق
+
+1041
+01:35:38,180 --> 01:35:42,460
+العمال، حقوق إيش؟ العمال، أيوة الاهتمام والموازنة
+
+1042
+01:35:42,460 --> 01:35:45,400
+بين حياتك الفرد وعملك، مش كل يومك للشغل ولا كل
+
+1043
+01:35:45,400 --> 01:35:49,200
+يومك إلك، انوازن بين الإتنين التركيز على السرعة في
+
+1044
+01:35:49,200 --> 01:35:53,260
+الإنجاز، لا يعني السرعة في الإنجاز أنسى الجودة، لأ
+
+1045
+01:35:53,950 --> 01:35:57,710
+مايكونش حاجة أحسب حاجة الآن عندنا سرعة مهولة في
+
+1046
+01:35:57,710 --> 01:36:03,530
+إنجاز العمل مع المحافظة على إيش الجودة شكرا يا سهر
+
+1047
+01:36:03,530 --> 01:36:10,730
+المجتمعات الحديثة إيش خصائصها؟
+
+1048
+01:36:10,730 --> 01:36:14,110
+خصائص
+
+1049
+01:36:14,110 --> 01:36:19,310
+المجتمعات المتطورة إدارياًبعد ان انا اليوم اتأخرت
+
+1050
+01:36:19,310 --> 01:36:22,270
+كالنه عشرة درجة على المحاضرة كان معي موعد مع
+
+1051
+01:36:22,270 --> 01:36:25,430
+الطبيب في العيادة السادسة عشر وانا من السادسة
+
+1052
+01:36:25,430 --> 01:36:31,050
+واربع هناك عشان ما اتأخرش ايت احداشر نص طبعا لما
+
+1053
+01:36:31,050 --> 01:36:35,870
+خلصنا ومشيت بين المباني وزحمة الطلاب مشي الوجد فمن
+
+1054
+01:36:35,870 --> 01:36:39,550
+خصائص المجتمعات المتطورة احترام الوقت البنات اللي
+
+1055
+01:36:39,550 --> 01:36:41,750
+راحوا فيكوا على تركيا او اسطنبول راحوا راحزوا
+
+1056
+01:36:41,750 --> 01:36:46,710
+الاشي هذالما يقولك عشرة و تيجي عشرة و دقيقة بتطلع
+
+1057
+01:36:46,710 --> 01:36:50,610
+فيك ينظر ان انت يعنياش مش محترم الوقت طب دقيقة لأ
+
+1058
+01:36:50,610 --> 01:36:54,110
+مافيش حاجة اسمها دقيقة عارفين الدقائق في البارثة
+
+1059
+01:36:54,110 --> 01:36:59,570
+ممكن تخسرنا ملايين الدولارات اول حاجة احترام الوقت
+
+1060
+01:36:59,570 --> 01:37:03,970
+ماشي تسعة يعني تسعة احنا عندنا ما شاء الله تسعة
+
+1061
+01:37:03,970 --> 01:37:06,010
+يعني عشرة و عشر يعني احداشر و ممكن ميجوش اصلا
+
+1062
+01:37:06,010 --> 01:37:10,970
+اتنين الانفتاح وقوة جديدهذه للأسف مش موجودة في
+
+1063
+01:37:10,970 --> 01:37:13,510
+المجتمع اللي هو تقبل الرأي الآخر يعني أنت ممكن
+
+1064
+01:37:13,510 --> 01:37:17,570
+تلاقي بين سميرة و هناك مشاكل بس عشان اختلاف و
+
+1065
+01:37:17,570 --> 01:37:21,350
+إشارة النظر أما الاتنين كويسين وطيبين بس خلاص يعني
+
+1066
+01:37:21,350 --> 01:37:26,410
+كل واحد شايف نفسه صح هذه جايانة من اللي هي بنسميها
+
+1067
+01:37:26,410 --> 01:37:29,830
+التنوع التقافي شو معنى التنوع التقافي؟ أن يكون
+
+1068
+01:37:29,830 --> 01:37:34,490
+عندي في المؤسسة كده جنسية و كده ديانة لازم أنا
+
+1069
+01:37:34,490 --> 01:37:38,350
+كمديرة أستوعبهم كلهم و ماحسسش حدا بالعنصرية، تلاتة
+
+1070
+01:37:41,180 --> 01:37:44,100
+التسامح بين أعضاء المجتمع والتفكير في المستقبل زي
+
+1071
+01:37:44,100 --> 01:37:47,080
+اليابان اليابان لما تتبعى برامجهم بتلاقيهم دايما
+
+1072
+01:37:47,080 --> 01:37:52,240
+بيحكوا عن مستقبل ومستقبل الأجيال الشيء الطبيعي لما
+
+1073
+01:37:52,240 --> 01:37:55,940
+يكون فيه في أي بلد استقرار سياسي بيؤدي ذلك
+
+1074
+01:37:55,940 --> 01:38:01,820
+لاستقطاب رؤوس الأموال زي الإمارات مثلا عدم استقرار
+
+1075
+01:38:01,820 --> 01:38:03,140
+سياسي بيؤدي لهروبها
+
+1076
+01:38:06,930 --> 01:38:09,830
+هنا بيحكي عن أخلاقيات العمل مش بيحكي عن الصلاة لأ
+
+1077
+01:38:09,830 --> 01:38:13,210
+بيحكي عن أخلاقياتش العمل اللي هي الأمانة في العمل
+
+1078
+01:38:13,210 --> 01:38:19,950
+الاحترام النظام شغلتها دي المنافسة العادلة و
+
+1079
+01:38:19,950 --> 01:38:24,710
+المشروعة في عالمها دي بصراحة مش موجودة المنافسة
+
+1080
+01:38:24,710 --> 01:38:28,370
+بين الشركات منافسة غير شريفة للأسف مين بدي يضارب
+
+1081
+01:38:28,370 --> 01:38:32,890
+في التاني شكرا يا أخت ساميرا يلا يا أستاذة لأ
+
+1082
+01:38:32,890 --> 01:38:38,120
+خصائص المشروعات أكتر طبعا إداريا احترام المرأةطبعا
+
+1083
+01:38:38,120 --> 01:38:42,740
+القوانين ودعوة المساواة بين المرأة والرجل أدت إلى
+
+1084
+01:38:42,740 --> 01:38:47,600
+ضرورة احترام المرأة في ما كانش العمل تفسير الموضوع
+
+1085
+01:38:47,600 --> 01:38:50,200
+للأمور وعلى تحميل الأولاني بالصينية في حالة
+
+1086
+01:38:50,200 --> 01:38:52,680
+التشامين تا و لسه بنحكي لما المدير يفشل بيقول
+
+1087
+01:38:52,680 --> 01:38:58,920
+الموظفين و لما ينجح بيصير هو .. لما
+
+1088
+01:38:58,920 --> 01:39:01,840
+ننزل إعلان الوظائف بنقول مش هذا راجل و هذه ست أو
+
+1089
+01:39:01,840 --> 01:39:04,280
+هذا أبيض أو أسمان طبعا بعض الدول بتواجه المشاكل
+
+1090
+01:39:04,280 --> 01:39:09,370
+هدف لون البشرةاللي عنده اللي هي المواهلات المطلوبة
+
+1091
+01:39:09,370 --> 01:39:12,730
+والخبرة هو اللي يتاخد بغض النظر عن لغته أو شكله
+
+1092
+01:39:12,730 --> 01:39:19,750
+لأن بعض الشعوب بتعاني من الشكل هذه المراكز
+
+1093
+01:39:19,750 --> 01:39:21,950
+البحث العلمي والجامعات بتحل مشاكل المنظمات
+
+1094
+01:39:21,950 --> 01:39:24,830
+والمنظمات بتدعم مراكز البحث العلمي والجامعات
+
+1095
+01:39:24,830 --> 01:39:29,870
+لإجراء إيش لإجراء بحث مثلا عندنا بعض المواد
+
+1096
+01:39:29,870 --> 01:39:32,110
+الكيمينية بيجيوا على مختبرات الجامعة بيفحصوها مثلا
+
+1097
+01:39:32,110 --> 01:39:36,440
+أو التربة هذا المقصود فيهاإيش التحديات اللي
+
+1098
+01:39:36,440 --> 01:39:45,900
+بتواجهنا اليوم كمؤسسات، مش كأشخاص؟ شوف
+
+1099
+01:39:45,900 --> 01:39:53,160
+مع بعض، يلّا يا هناء الـEconomy اقتصاد
+
+1100
+01:39:53,160 --> 01:39:56,480
+معرفة، معناه أن الحرب يا أخوات مش حرب أسلحة، لأن
+
+1101
+01:39:56,480 --> 01:40:01,220
+حرب معلومات، مين ياخد معلومات عن التاني أكتر؟ ما
+
+1102
+01:40:01,220 --> 01:40:07,790
+هي العولمة؟ خدتوها أيام الشبابلأ لأ هديك العلمانية
+
+1103
+01:40:07,790 --> 01:40:15,290
+عولمة غير العلمانية العولمة تحويل
+
+1104
+01:40:15,290 --> 01:40:18,070
+العالم لقرية صغيرة انت جاعدة هنا و بتحكي مع أخوكي
+
+1105
+01:40:18,070 --> 01:40:20,890
+في أمريكا وفاتحين فيديو وشايف أولاده وشايف أشو
+
+1106
+01:40:20,890 --> 01:40:25,410
+بيأكل و أشو بيشرب هذا المقصود بالعولمة التطور
+
+1107
+01:40:25,410 --> 01:40:27,730
+التكنولوجي المهول
+
+1108
+01:40:32,270 --> 01:40:35,290
+التو شرحنا من التحديات المواجهة أن يكون عندي في
+
+1109
+01:40:35,290 --> 01:40:40,550
+المؤسسة رجال و نساء مسلمين ومسيحين ويهود أبيض و
+
+1110
+01:40:40,550 --> 01:40:45,890
+أسمر البشرة كيف أتعامل معهم واحد في رمضان صايم
+
+1111
+01:40:45,890 --> 01:40:51,430
+والتاني مفطر لأنه مش مسلم كيف أتصرف أنا؟ واضحة دا
+
+1112
+01:40:51,430 --> 01:40:53,590
+اسمها تنوع التقافي تفضلي
+
+1113
+01:40:56,250 --> 01:40:58,590
+أخلاقيات الأعمال اللي إحنا بنأكد عليها اللي هي الـ
+
+1114
+01:40:58,590 --> 01:41:03,150
+Ethics اللي هي الأمانة والصدق التحمل المسئولية
+
+1115
+01:41:03,150 --> 01:41:09,070
+العدالة المسواة ما نغشش الناس، ما نخدعش الناس هذه
+
+1116
+01:41:09,070 --> 01:41:15,510
+بنسميها أخلاقيات إيش؟ أخلاقيات الأعمال أيضًا
+
+1117
+01:41:15,510 --> 01:41:19,570
+من التحديات الان
+
+1118
+01:41:19,570 --> 01:41:23,610
+انت مثلًا ماسكة منصب محاسب طب بعد 3، 4، 5 سنة إذا
+
+1119
+01:41:23,610 --> 01:41:27,640
+ضالت محاسب؟لنشوف إيش مسارك الوظيفة ‏- مسارك
+
+1120
+01:41:27,640 --> 01:41:32,220
+الوظيفة ‏- أه، مسارك الوظيفة ‏- تكتلات الاقتصادية
+
+1121
+01:41:32,220 --> 01:41:36,400
+الأمنية و المعين الدولية ‏- زي الاتحاد الأوروبي،
+
+1122
+01:41:36,400 --> 01:41:39,220
+مثلا، هي التكتل ‏- تكتل ‏- القوة الصينية في
+
+1123
+01:41:39,220 --> 01:41:42,020
+الاقتصاد هي التكتل ‏- لازم أحسب اللي هم ‏- إذا كنت
+
+1124
+01:41:42,020 --> 01:41:44,900
+بشارهم على مستوى عالمي ‏- لازم أخدهم بعيل اعتبار ‏
+
+1125
+01:41:44,900 --> 01:41:49,000
+- صح، و التطوير والإدارة ‏- من التحديات الموجودة
+
+1126
+01:41:49,000 --> 01:41:52,800
+في عالمنا اليوم ‏إن التطوير في مجال الأعمال
+
+1127
+01:41:52,800 --> 01:41:59,100
+والإدارة لا يتوقفمتسارع جدا فهذا يعتبر ايش تحدي
+
+1128
+01:41:59,100 --> 01:42:02,920
+يعني انت ممكن تروح تشتري برنامج كومبيوتر و تنزليه
+
+1129
+01:42:02,920 --> 01:42:07,320
+على الأجهزة عندك في الشركة نزل واحد غيره أحدث و
+
+1130
+01:42:07,320 --> 01:42:11,420
+أحسن طيب روحنا جيبنا لش جيت نزل واحد أجد هذا
+
+1131
+01:42:11,420 --> 01:42:16,480
+المقصود بالبحث والتطوير والإبداع نكتفي في هذا
+
+1132
+01:42:16,480 --> 01:42:19,360
+اليوم ان شاء الله بهذا القدر نكتفي في هذا اليوم
+
+1133
+01:42:19,360 --> 01:42:23,420
+بهذا القدر نعش نتجل عليكم من أولها بلاش يصير عندكم
+
+1134
+01:42:23,420 --> 01:42:33,220
+تحديات ولا حاجةنعم نكتبها نكتبها نكتبها
+
+1135
+01:42:33,220 --> 01:42:40,260
+نكتبها
+
+1136
+01:42:40,260 --> 01:42:42,040
+نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها
+
+1137
+01:42:42,040 --> 01:42:43,320
+نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها
+
+1138
+01:42:43,320 --> 01:42:43,320
+نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها
+
+1139
+01:42:43,320 --> 01:42:43,320
+نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها
+
+1140
+01:42:43,320 --> 01:42:43,620
+نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها نكتبها
+
+1141
+01:42:43,620 --> 01:42:54,380
+نكتبها نكتبها نكتبها نكتبها نكتبها نكقلنا هو
+
+1142
+01:42:54,380 --> 01:42:59,620
+النتيجة الاش النهائية التي نحاول أن نصل إليها خدنا
+
+1143
+01:42:59,620 --> 01:43:04,180
+وظائف الإدارة الأربع تخطيط تنظيم توجيه رقابة
+
+1144
+01:43:04,180 --> 01:43:10,120
+تعرفنا على السيد مدير أو مديرة تعرفنا على مستويات
+
+1145
+01:43:10,120 --> 01:43:14,140
+الإدارة عليا .. لأ يا أنتي عليا ووسط الدنيا ماتجيش
+
+1146
+01:43:14,140 --> 01:43:19,140
+الدنيا في النص تعرفنا على دوارهم قلنا تفاعلية
+
+1147
+01:43:19,720 --> 01:43:23,700
+معلوماتية و قراراتية اتعرفنا على بعض المهارات ال
+
+1148
+01:43:23,700 --> 01:43:28,240
+skills مش كلها قولنا إدراكية و فنية و إنسانية
+
+1149
+01:43:28,240 --> 01:43:33,120
+شوفنا متى يكون المدير ناجح و متى يكون فاشل يمكن
+
+1150
+01:43:33,120 --> 01:43:37,400
+يكون فاشل اتعرفنا بعد كده على منظمات الأعمال
+
+1151
+01:43:37,400 --> 01:43:43,160
+أنواعها أخدنا الفرق بين الكفاءة و الفعلية بعدين
+
+1152
+01:43:43,160 --> 01:43:48,600
+أخدنا خصائص المجتمعات الحديثةأخر حاجة، إيش هي
+
+1153
+01:43:48,600 --> 01:43:52,080
+التحديات اللي تتواجهنا في عالم اليوم في مجال
+
+1154
+01:43:52,080 --> 01:44:00,340
+الأعمل؟ في أي سؤال في المحاضرة اليوم؟ أي سؤال؟ ولا
+
+1155
+01:44:00,340 --> 01:44:08,000
+أسأل أنا؟ واتقة يعني؟ أي سؤال يا جماعة؟ أسلوب
+
+1156
+01:44:08,000 --> 01:44:10,000
+المحاضرة بالطريقة دي منيح ولا نغيره؟
+
+1157
+01:44:13,820 --> 01:44:16,260
+احنا هنغيره طبعا لإن انتوا هصيروا شاركوا في الشرح
+
+1158
+01:44:16,260 --> 01:44:19,960
+ان شاء الله هتقفوا مكاني و تشرحوا فهنغير الأسلوب
+
+1159
+01:44:19,960 --> 01:44:24,120
+بس كده تنزل الـSMIW اللي بقاشك نعم تنزل الـSMIW
+
+1160
+01:44:24,120 --> 01:44:27,000
+القادة عشان احنا نكون مخاطرين و نتخافيش ما تخافيش
+
+1161
+01:44:27,000 --> 01:44:30,540
+يا انت على مستقبلك هتخططي صح و تنظمي و تنافذي 100%
+
+1162
+01:44:30,540 --> 01:44:34,480
+و تكوني قائد في الميدان أي سؤال ان شاء الله
+
+1163
+01:44:34,480 --> 01:44:36,620
+يعطيكوا العافية
+
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/9rVp3QmPdLQ.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/9rVp3QmPdLQ.srt
new file mode 100644
index 0000000000000000000000000000000000000000..f4de34e611d41663345453784b8b62249c08f793
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/9rVp3QmPdLQ.srt
@@ -0,0 +1,1946 @@
+1
+00:00:05,040 --> 00:00:06,840
+بسم الله الرحمن الرحيم والصلاة والسلام على أشرف
+
+2
+00:00:06,840 --> 00:00:08,940
+الأنبياء والمرسلين سيدنا محمد وعلى آله وصحبه أجمعين
+
+3
+00:00:08,940 --> 00:00:13,920
+عايزين الطلبة يكملوا مع الـ hybrid intelligent
+
+4
+00:00:13,920 --> 00:00:18,380
+system مع الـ system الثاني واللي بده يدمج لنا الآن
+
+5
+00:00:18,380 --> 00:00:23,230
+الـ neural network مع tool جديدة، المرة اللي فاتت أو
+
+6
+00:00:23,230 --> 00:00:25,370
+المحاضرة السابقة اشتغلنا مع الـ Expert System،
+
+7
+00:00:25,370 --> 00:00:29,350
+الآن هنشتغل مع الـ Fuzzy Expert System، فهنلاحظ أنه
+
+8
+00:00:29,350 --> 00:00:33,370
+برضه الـ Fuzzy Logic مع الـ neural network، الحقيقة
+
+9
+00:00:33,370 --> 00:00:38,350
+دارج استخدامهم بشكل كبير جدًا، ويعتبروا حتى tool
+
+10
+00:00:38,350 --> 00:00:42,830
+من الأدوات أو من الـ tools المهمة في الـ building لـ
+
+11
+00:00:42,830 --> 00:00:45,410
+Intelligent Systems، الحقيقة المتنوعة والمختلفة
+
+12
+00:00:45,410 --> 00:00:48,930
+كتير بيستخدموا الاثنين هدول مع بعض؟ ليش كتير بيستخدموا
+
+13
+00:00:48,930 --> 00:00:53,530
+مع بعض؟ لأنه فعلاً هم يعني أخذوا قوة هذا مع قوة هذا
+
+14
+00:00:53,530 --> 00:00:58,970
+وعملوا لنا powerful expert system، ففي حين أن الـ neural
+
+15
+00:00:58,970 --> 00:01:02,470
+network هي low level computational structures،
+
+16
+00:01:02,470 --> 00:01:07,110
+بمعنى إن هي عاملة زي الـ .. الـ computer لما بيشتغل
+
+17
+00:01:07,110 --> 00:01:10,770
+مع الـ hardware، هو قوي جدًا لكن هو low level، أنت مش
+
+18
+00:01:10,770 --> 00:01:15,260
+فاهم إيش اللي بيعمله بالظبط، فهو بيتعامل مع قيم غير
+
+19
+00:01:15,260 --> 00:01:18,800
+مفهومة بالنسبة لنا، فبنسميه low level computational
+
+20
+00:01:18,800 --> 00:01:23,300
+structure زي الـ low level language، تمام؟ في المقابل
+
+21
+00:01:23,300 --> 00:01:26,960
+الـ fuzzy لأ، هو الـ fuzzy بيتعامل الحقيقة كـ high
+
+22
+00:01:26,960 --> 00:01:29,220
+level، high level بالنسبة لمين؟ بالنسبة للـ human
+
+23
+00:01:29,220 --> 00:01:33,460
+ليش؟ لأنه الـ rules بتاعته، أنا بعطيها input وباخد
+
+24
+00:01:33,460 --> 00:01:38,550
+منها output مفهومة، بقدر أفهم معها وبقدر أفهمها، و
+
+25
+00:01:38,550 --> 00:01:41,350
+بنقدر نعمل الـ explanation عندما نصل للـ output
+
+26
+00:01:41,350 --> 00:01:45,690
+تبعها، فهذه بتشتغل high level وبتكون جاية
+
+27
+00:01:45,690 --> 00:01:49,930
+البيانات بتاعتنا من الـ domain experts أو الـ human
+
+28
+00:01:49,930 --> 00:01:53,950
+experts اللي .. اللي هم الخبراء، بينما في الـ neural
+
+29
+00:01:53,950 --> 00:01:57,290
+network بتكون جاية من raw data، من raw data، الـ raw
+
+30
+00:01:57,290 --> 00:02:00,510
+data هي بيانات غير مفهومة عادةً، ولكن مرتبطة ببعضها
+
+31
+00:02:00,510 --> 00:02:04,070
+بطريقة معينة، فهذه اللي هي الـ data set، الحقيقة اللي
+
+32
+00:02:04,070 --> 00:02:08,180
+بنستخدمها، تمام؟ فـ .. وفي حين كمان أن الـ fuzzy
+
+33
+00:02:08,180 --> 00:02:11,740
+system الحقيقة عنده مشكلة في الـ ability to learn،
+
+34
+00:02:11,740 --> 00:02:18,140
+بيقدرش يعدل نفسه مع الـ new environment، ما بيقدر
+
+35
+00:02:18,140 --> 00:02:22,420
+يطور حاله، في مقابلها، on the other hand، الـ neural
+
+36
+00:02:22,420 --> 00:02:28,450
+network بتقدر تدرب حالها بشكل واضح وتتكيف، الحقيقة
+
+37
+00:02:28,450 --> 00:02:31,870
+مع الظروف
+
+38
+00:02:31,870 --> 00:02:38,070
+الجديدة، بالإضافة إلى ذلك، تركيب الاثنين مع بعض اللي
+
+39
+00:02:38,070 --> 00:02:43,510
+هو neuro fuzzy system، combination بينهم بين
+
+40
+00:02:43,510 --> 00:02:48,250
+بعض، عملت combine لـ parallel computation مع الـ
+
+41
+00:02:48,250 --> 00:02:50,930
+learning abilities اللي هي جاية من الـ neural
+
+42
+00:02:50,930 --> 00:02:54,250
+network، مع الـ human-like knowledge representation،
+
+43
+00:02:54,250 --> 00:02:58,110
+مع فكرة إن أنا بدخل البيانات زي ما احنا بنتكلم، زي
+
+44
+00:02:58,110 --> 00:03:01,250
+ما احنا بنقول، هو أنا فاهم إيش اللي بدخله، وفاهمين
+
+45
+00:03:01,250 --> 00:03:06,030
+كيف بده يتم الموضوع داخلها، فبتم بشكل إن الـ .. زي
+
+46
+00:03:06,030 --> 00:03:08,670
+ما قلنا، الـ knowledge representation واضحة، human
+
+47
+00:03:08,670 --> 00:03:13,130
+-like، بالإضافة إلى الـ explanation abilities of fuzzy
+
+48
+00:03:13,130 --> 00:03:16,830
+systems، بقدر أشرح ليش طلع الـ output بهذا الشكل
+
+49
+00:03:16,830 --> 00:03:21,710
+كويس، فكنتيجة أصبح الـ neural network more
+
+50
+00:03:21,710 --> 00:03:26,370
+transparent، أكثر شفافية، بمعنى صار أكثر وضوحًا أن
+
+51
+00:03:26,370 --> 00:03:29,990
+أنا بقدر آخذ وأفهم كيف طلع الـ output من الـ input
+
+52
+00:03:29,990 --> 00:03:33,770
+بتاعه، وفي المقابل الـ fuzzy أصبحت عندها القدرة على
+
+53
+00:03:33,770 --> 00:03:37,790
+التعلم، عندها القدرة على التعلم لأي تغيير حدث عندها،
+
+54
+00:03:38,460 --> 00:03:42,520
+تمام، الـ fuzzy
+
+55
+00:03:42,520 --> 00:03:47,120
+الحقيقة بيعتمد بشكل طبيعي إنه هندربه الـ if then
+
+56
+00:03:47,120 --> 00:03:50,080
+rule بتاعته الخاصة فيه، الـ fuzzy بتاعته، فأنا ممكن كمان
+
+57
+00:03:50,080 --> 00:03:56,080
+أصل فيه لمرحلة إنه نعطيه الـ rules أساسًا، نبنيله الـ
+
+58
+00:03:56,080 --> 00:03:59,740
+rules من الأول، وبنفس القيم المطلوبة، اللي هو إذا
+
+59
+00:03:59,740 --> 00:04:03,520
+متذكرين الـ membership value أو function اللي هي الـ
+
+60
+00:04:03,520 --> 00:04:07,110
+μ، قيم الـ μ نفسها، هنعدلها إياها، طبعًا، اللي
+
+61
+00:04:07,110 --> 00:04:10,410
+بتعمله الكلام هذا بحيث إنه تحسب له عملية الـ
+
+62
+00:04:10,410 --> 00:04:13,430
+determine membership functions for input and
+
+63
+00:04:13,430 --> 00:04:17,610
+output variables of the system، كويس؟ فالـ expert
+
+64
+00:04:17,610 --> 00:04:21,970
+بنقدر نقول إن هو الـ structure للي هو الـ neuro fuzzy الـ
+
+65
+00:04:21,970 --> 00:04:26,390
+system، بيقدر يطور لنا على الـ fuzzy بحيث إنه بنقدر
+
+66
+00:04:26,390 --> 00:04:31,370
+نبني الـ rules بشكل أقوى، وفي نفس الوقت الـ
+
+67
+00:04:31,370 --> 00:04:33,570
+neural network، كان neural network، إن أعطيتها input
+
+68
+00:04:33,570 --> 00:04:38,250
+فاهمة كـ human-like knowledge، تمام؟
+
+69
+00:04:40,210 --> 00:04:44,370
+نفس الشيء، كل اللي هيدور على الـ .. هنعمل .. هنشتغل
+
+70
+00:04:44,370 --> 00:04:46,270
+عليه إن الـ structure كلها، الـ neuro fuzzy، بدنا
+
+71
+00:04:46,270 --> 00:04:49,190
+نبنيها وهي شبيهة جدًا بالـ multilayer، بالـ
+
+72
+00:04:49,190 --> 00:04:51,770
+multilayer، مافيش ده، هنتكلم، حاجات إحنا هيك هيك
+
+73
+00:04:51,770 --> 00:04:54,990
+هنشرحها، هقول إن والله في عندي output layer، في
+
+74
+00:04:54,990 --> 00:04:57,290
+عندي input layer، هنتكلم عن الـ three hidden layers،
+
+75
+00:04:57,290 --> 00:05:01,770
+هنتكلم على إنه بدنا نمثل الـ membership functions والـ
+
+76
+00:05:01,770 --> 00:05:05,610
+fuzzy rules، كل هدول هنشتغلهم من خلال المثال
+
+77
+00:05:05,610 --> 00:05:10,190
+اللي هنتكلم عنه، طبعًا، كتير كويس إن احنا ناخد الـ ..
+
+78
+00:05:10,190 --> 00:05:15,480
+أكثر وضوحًا، كان هنا في الكتاب، الشكل بتاعنا، فهنلاقي إنه
+
+79
+00:05:15,480 --> 00:05:19,360
+في عندي الـ input layer، الـ input layer، بعطيها القيم
+
+80
+00:05:19,360 --> 00:05:23,780
+لمين؟ للـ antecedents، والـ antecedents هي human-like
+
+81
+00:05:23,780 --> 00:05:26,540
+knowledge، هي فعلاً knowledge إحنا مدخلينها إياها
+
+82
+00:05:26,540 --> 00:05:32,660
+الطريقة نفهمها كـ human، كويس؟ فهذه مبدئيًا زي ما هي
+
+83
+00:05:32,660 --> 00:05:36,180
+بنعطيها لمجموعة الـ rules، بنعطيها لمجموعة الـ rules،
+
+84
+00:05:36,180 --> 00:05:42,810
+بقول له إن المتغير variable a1 بهذا الشكل، متغير A2
+
+85
+00:05:42,810 --> 00:05:46,390
+بهذا الشكل، متغير A3 بهذا الشكل، A4، A5، وبنبدأ
+
+86
+00:05:46,390 --> 00:05:49,590
+نعطيهم لمجموعة الـ rules، بحيث إن الـ rule الأولى،
+
+87
+00:05:49,590 --> 00:05:53,770
+وهنا conjunction layer، conjunction layer، فصار
+
+88
+00:05:53,770 --> 00:05:58,230
+شبيهة بنهاية المحاضرة السابقة اللي كنا بنتكلم فيها
+
+89
+00:05:58,230 --> 00:06:01,530
+عن neural expert system، إنه بيكون في عندي هنا layer
+
+90
+00:06:03,710 --> 00:06:11,710
+خاصة، يمكن، عفوًا، هذه مش تبعت الـ .. مش هي نفسها .. آه،
+
+91
+00:06:11,710 --> 00:06:16,110
+هي نفسها بتاعة المحاضرة السابقة، هذه إذا متذكرينها،
+
+92
+00:06:16,110 --> 00:06:21,410
+هي اللي إحنا بدنا إياها، اللي هي خاصة بـ ..
+
+93
+00:06:29,020 --> 00:06:35,740
+هيه، تمام؟ فهنلاقي إن في الـ input هيهم قدامنا الـ
+
+94
+00:06:35,740 --> 00:06:40,260
+inputs بتاعتنا، مافيهم مشكلة إطلاقًا، الـ inputs بهذا
+
+95
+00:06:40,260 --> 00:06:46,320
+الشكل اللي إحنا شايفينه، هنلاقي إن أول input بدنا
+
+96
+00:06:46,320 --> 00:06:50,840
+نرجع شوية خطوة لورا ونركز إن الـ input الأول إحنا
+
+97
+00:06:50,840 --> 00:06:55,060
+عادةً إيش عملنا له؟ مثلناه بالـ memberships بتاعته،
+
+98
+00:06:57,470 --> 00:07:03,910
+متذكرين هما دول الـ memberships لمن؟ لـ X1، تمام؟ وهنا
+
+99
+00:07:03,910 --> 00:07:11,290
+كان بالنسبة لنا الـ μ لـ X1، صح؟ الـ μ لـ X1، E1، E2، E3،
+
+100
+00:07:11,290 --> 00:07:17,010
+and so on، بهذا الشكل، مبدئيًا بنمرر X1، القيمة اللي
+
+101
+00:07:17,010 --> 00:07:26,260
+أعطاني إياها، للاثنين، E1، A2، وA3، لـ A1، اثنين، تلاتة،
+
+102
+00:07:26,260 --> 00:07:31,580
+ممتاز جدًا، فهي التلاتة، بمعنى إن الـ crisp value،
+
+103
+00:07:31,580 --> 00:07:35,220
+هتكون هنا، أنا بعطي crisp value، تمام؟ crisp value،
+
+104
+00:07:35,220 --> 00:07:43,600
+هفترض نغير اللون، إنه اجت قيمة هنا، القيمة
+
+105
+00:07:43,600 --> 00:07:47,140
+اللي هنا هذه، بجيبها، تتقاطع مع A1،
+
+106
+00:07:49,490 --> 00:07:55,790
+فبنكون هذه مبدئيًا دخلت لـ A1 هنا وانضربت في μ A1،
+
+107
+00:07:55,790 --> 00:08:01,050
+كنتيجة لهذه الـ layer، والـ layer هذه صار اسمها input
+
+108
+00:08:01,050 --> 00:08:04,270
+membership functions، input membership functions،
+
+109
+00:08:04,270 --> 00:08:08,720
+تمام؟ بالنسبة لـ A2، هي دوب قيمة صغيرة جدًا هنا، دوبها
+
+110
+00:08:08,720 --> 00:08:11,960
+جاية على طرفها، فبرضه هيكون لها الـ μ اللي خاصة
+
+111
+00:08:11,960 --> 00:08:15,220
+فيها، طب، للتلاتة برضه لها الـ μ اللي خاصة فيها،
+
+112
+00:08:15,220 --> 00:08:18,540
+بس الـ μ للتلاتة، لاحظوا كيف مرسومة، zero، zero، zero،
+
+113
+00:08:18,540 --> 00:08:22,480
+كلها ده zero، وهنا بدأت تتعلى، وبعدين zero، ونفس
+
+114
+00:08:22,480 --> 00:08:26,780
+الكلام للكل، على أطرافها بتكون zeros، فمعنى ذلك إنه
+
+115
+00:08:26,780 --> 00:08:29,820
+حسب الرسم اللي قدامنا، إذا الـ crisp هنا قيمتها فعلاً
+
+116
+00:08:29,820 --> 00:08:36,570
+ليه؟ الـ crisp بهذا الشكل، المتوقع إن A ميول اي تلاتة
+
+117
+00:08:36,570 --> 00:08:42,070
+زيرو، صحيح، تمام، المهم إنه كقيمة X نفسها اللي هي
+
+118
+00:08:42,070 --> 00:08:50,050
+الـ crisp هذه، بنبررها للكل، بحيث إن هنا A واحد هذه
+
+119
+00:08:50,050 --> 00:08:56,450
+هتكون بهذا الشكل، A اتنين هتكون بهذا الشكل، A تلاتة
+
+120
+00:08:56,450 --> 00:09:04,650
+هتكون بهذا الشكل، بهذا الشكل، ويمكن اللي ببرمج في الـ
+
+121
+00:09:04,650 --> 00:09:10,610
+.. على المطلوب، الـ fuzzy، بيلاحظ الأشكال هذه تطلع له
+
+122
+00:09:10,610 --> 00:09:14,830
+الأشكال هذه، لأنه هذه اللي بيحتاجها في تعريفه لـ
+
+123
+00:09:14,830 --> 00:09:18,390
+relationships لكل X من الـ Xات اللي موجودة أو من
+
+124
+00:09:18,390 --> 00:09:21,130
+المتغيرات اللي موجودة عنده، نفس الكلام هيكون لمن الـ
+
+125
+00:09:21,130 --> 00:09:25,290
+X اتنين، هنمرره كلهم بالنسبة لـ B1، B2، B3، واللي
+
+126
+00:09:25,290 --> 00:09:31,390
+هيكون برضه نفس الكلام بهذا الشكل، هيكون فيه إن هادي P1،
+
+127
+00:09:31,390 --> 00:09:42,470
+P2، وP3، لمن؟ لـ X2، لـ X2، فهذه هتكون μ لـ X2، لـ X2،
+
+128
+00:09:42,470 --> 00:09:47,190
+ممتاز، الآن اتجمع كل هذا الكلام، فإذا مبدئيًا هذا
+
+129
+00:09:47,190 --> 00:09:53,390
+ones، لأنه بمررها كما هي لـ memberships بتاعتها،
+
+130
+00:09:55,470 --> 00:09:59,630
+كويس، كما هي، هيها لـ membership functions اللي خاصة
+
+131
+00:09:59,630 --> 00:10:05,310
+فيها، إذا هنا أنا مجسمها لـ high، medium، low، أو low،
+
+132
+00:10:05,310 --> 00:10:09,510
+medium، high، بهذا الشكل، ممكن تتغير، أخليهم خمسة،
+
+133
+00:10:09,510 --> 00:10:13,410
+rather low و rather high، مثلًا، أضيف، فإذا بيصير هنا
+
+134
+00:10:13,410 --> 00:10:17,030
+عندي خمسة، A واحد، اتنين، تلاتة، أربعة، A خمسة، لو هنا
+
+135
+00:10:17,030 --> 00:10:21,340
+بدي أقول لأ، بدي shape medium، بديها small و large بس،
+
+136
+00:10:21,340 --> 00:10:24,480
+معناته بنشيلها، دي بس، هاي كل الـ structure بتاعتنا،
+
+137
+00:10:24,480 --> 00:10:31,320
+فإذا، جدعش أنا بدي عدد الـ memberships أو الـ models،
+
+138
+00:10:31,320 --> 00:10:35,840
+بتاعتنا، جدعش حجمه بيكون، بنزيد في الـ layer هذه، جدعش أنا
+
+139
+00:10:35,840 --> 00:10:40,360
+بدي أغيّر، أزود عدد الـ memberships بتاعتنا، المتغيرات،
+
+140
+00:10:40,360 --> 00:10:44,080
+اللي جوا، تمام؟ بعد ذلك، زي ما قلنا، هاي الـ μ اللي
+
+141
+00:10:44,080 --> 00:10:48,720
+هتنضرب بناء على كل واحدة كيف ارتسمت، عشان تروح للـ
+
+142
+00:10:48,720 --> 00:10:52,540
+rule الأولى، فالـ rule الأولى، فعليًا إحنا هي اللي كنا
+
+143
+00:10:52,540 --> 00:10:57,200
+بنعمل، مش كنا نقول A1، إذا كان الـ rule الأولى هي A1،
+
+144
+00:10:57,200 --> 00:11:02,140
+مع هنا طبعًا إيش؟ مخدر، الـ A1، A1 مع B1، إذا A1 مع B1، و
+
+145
+00:11:02,140 --> 00:11:07,340
+هفترض إنه هنا، say مثلًا، مثال، اجت الـ crisp تبع الـ
+
+146
+00:11:07,340 --> 00:11:17,020
+B، X2 هنا، فإذا B1 = 0، يعني كإنه هنا اجتني قيمة، القيمة
+
+147
+00:11:17,020 --> 00:11:24,340
+اللي هنا، الـ μ لـ X واحد مع الـ μ لـ B واحد، عشان
+
+148
+00:11:24,340 --> 00:11:27,220
+نشوف إيش بدنا نعمل الـ process عليهم، بحيث إن
+
+149
+00:11:27,220 --> 00:11:32,900
+الاثنين هدول مع بعضهم هيعطوني μ لـ R واحد، اللي
+
+150
+00:11:32,900 --> 00:11:36,900
+متذكرين لما كنا نعمل clipping، وقولنا إنهم في مجال
+
+151
+00:11:36,900 --> 00:11:40,880
+إن نعمل scaling أو clipping، فإذا جدعش قيمة الـ
+
+152
+00:11:40,880 --> 00:11:49,120
+clipping هذه، هتروح لـ R1، μ بتاعة الـ R1، بس لمين هذه
+
+153
+00:11:49,120 --> 00:11:55,940
+القيمة هذه؟ لمين؟ لـ C1 أو C2، للناتج، فهنا واضح إن
+
+154
+00:11:55,940 --> 00:12:01,680
+الناتج بتاعنا هيكون عبارة عن، كـ output هنا، إيش ما
+
+155
+00:12:01,680 --> 00:12:04,700
+يكون المتغير بتاع الـ output بتاعنا؟ إيش ما يكون
+
+156
+00:12:04,700 --> 00:12:09,020
+يكون، اللي هو في النهاية الـ Y، هتطلع عبارة عن C1 و
+
+157
+00:12:09,020 --> 00:12:15,740
+C2، C1 and C2، بهذا الشكل اللي إحنا شايفينه قدامنا،
+
+158
+00:12:15,740 --> 00:12:20,500
+تمام؟ فإذا جدعش بده يقطع، خلّينا نقول منه إن ناتج
+
+159
+00:12:20,500 --> 00:12:29,580
+بتاعه لـ μ R1 هذه راحت لـ C2، فإذا بجي عند C2 و
+
+160
+00:12:29,580 --> 00:12:36,590
+بقطع قيمتها، تمام؟ C2 هذه جاية برضه من R2، جاية برضه
+
+161
+00:12:36,590 --> 00:12:41,810
+كمان مرة من R2، يعني كإنه ناتج آخر لها مقطوع بطريقة
+
+162
+00:12:41,810 --> 00:12:53,250
+مختلفة برضه لـ C2 هذه، حسب وجهة نظر R2، R4، R5، طيب، هنا
+
+163
+00:12:53,250 --> 00:12:57,360
+هذه كلها في الآخر بدها تعمل accumulation، بدها تعمل
+
+164
+00:12:57,360 --> 00:13:02,760
+عملية accumulation، عشان تجمع إيش؟ ممكن تعملها، ناتج
+
+165
+00:13:02,760 --> 00:13:06,140
+نفس الناتج من مجموعة rules، هذا هناخده، الحقيقة،
+
+166
+00:13:06,140 --> 00:13:09,200
+الآن في الـ steps تبع الـ algorithm نفسه، في الـ steps،
+
+167
+00:13:09,200 --> 00:13:14,920
+عشان في النهاية نقول إنه كـ accumulation، الناتج
+
+168
+00:13:14,920 --> 00:13:21,320
+الأول والناتج الثاني، بدنا نعملهم center of gravity،
+
+169
+00:13
+
+223
+00:17:22,960 --> 00:17:25,740
+بنصنفها لكل حالة من حالات الـ memberships خلينا
+
+224
+00:17:25,740 --> 00:17:30,660
+نذكر لما أخذنا الـ fuzzy لما أخذنا الـ fuzzy كنا بنقول
+
+225
+00:17:30,660 --> 00:17:36,100
+الـ .. الـ crisp هذا قد إيش درجة أنه ينتمي لـ low؟ طيب،
+
+226
+00:17:36,100 --> 00:17:40,060
+قد إيش درجة أنه ينتمي لـ medium؟ مش هيك، فإذا كنت
+
+227
+00:17:40,060 --> 00:17:46,900
+بقول ميو A1، هذه لـ low، و ميو A2، هذه كانت لـ
+
+228
+00:17:46,900 --> 00:17:52,910
+medium، صح؟ طبعا أكيد للـ high ما نتوقعش أن
+
+229
+00:17:52,910 --> 00:17:55,510
+هذه كمان بتقاطع معاهم، يعني التلاتة متقاطعين كلهم مع
+
+230
+00:17:55,510 --> 00:17:58,850
+بعض إلا في حالات كتير كتير كتير نادرة، فنتوقع أن
+
+231
+00:17:58,850 --> 00:18:03,790
+high هتكون صفر، يعني إلها Mu A3 بس قيمتها صفر
+
+232
+00:18:03,790 --> 00:18:08,450
+فهي غير موجودة .. غير موجودة تمام، فإذا الـ
+
+233
+00:18:08,450 --> 00:18:12,530
+classification هي فكرة الـ .. الـ mus اللي موجودة و
+
+234
+00:18:12,530 --> 00:18:17,790
+اللي هنا .. هنا شايفينها Mu A1، كيف بقدر أحسب هذه؟
+
+235
+00:18:19,290 --> 00:18:26,870
+بس كل اللي في الموضوع أني أرسم E1، هاي E1 فقط، وين
+
+236
+00:18:26,870 --> 00:18:31,230
+موقع الـ crisp value اللي دخلناها بالنسبة للـ shape
+
+237
+00:18:31,230 --> 00:18:32,430
+للـ triangle تبع E1
+
+238
+00:18:35,180 --> 00:18:41,060
+أو trapezoid إذا كان باش تغل على شبه مربع، صحيح؟ أو
+
+239
+00:18:41,060 --> 00:18:44,120
+الشكل الرباعي، يعني تمام، فكل اللي بدنا نعمله أنه
+
+240
+00:18:44,120 --> 00:18:49,300
+هنقطعها مع الـ shape بتاعة A1 بس لحالها، طيب الـ Mew
+
+241
+00:18:49,300 --> 00:18:53,640
+التانية، كل ما في الموضوع اللي بتقطعها مع A2 مع A1
+
+242
+00:18:53,640 --> 00:18:57,560
+هي النقطة هذه، فبجيب قيمة هنا، القيمة هذه هي الـ Mew
+
+243
+00:18:57,560 --> 00:19:03,710
+A1 هتكون هنا، القيمة بهذا الـ design بتقول أننا نعمله
+
+244
+00:19:03,710 --> 00:19:08,290
+تصميم، وممكن نعدل عليه، التصميم هذا كمان نغير كل
+
+245
+00:19:08,290 --> 00:19:11,230
+مرة .. كل مرة عليه، كل مرة نغير فيه ونعدل عليه
+
+246
+00:19:11,230 --> 00:19:15,370
+تمام، فإذا حسبنا القيم، ناتج الـ layer التانية
+
+247
+00:19:15,370 --> 00:19:19,630
+ناتج الـ layer التانية مش مشكلة فيها، فهذه اللي فيها
+
+248
+00:19:19,630 --> 00:19:25,710
+جزء الـ classification، نشوف كمان خطوة
+
+249
+00:19:28,390 --> 00:19:33,270
+جيد، الآن المعادلة أو الـ activation function، كلمة
+
+250
+00:19:33,270 --> 00:19:35,890
+activation function إيش كنا نقول عليها؟ بتذكرين؟
+
+251
+00:19:35,890 --> 00:19:38,870
+كنا نقول إن هي الـ function بتاعة الـ neuron، يعني الـ
+
+252
+00:19:38,870 --> 00:19:44,730
+input بنجمع، إيش بده يطلع؟ هتشوف، نشوف كمان مرة هنا،
+
+253
+00:19:44,730 --> 00:19:48,710
+هنا ما فيش تجمع لأن الـ input هو مباشرة بتعطيله إيه؟
+
+254
+00:19:48,710 --> 00:19:51,470
+واحد، للـ layer التانية، فبتيجي تتجمع مع مين؟ ما فيش، إيش
+
+255
+00:19:51,470 --> 00:19:53,970
+تجمع فيه، فمباشرة أنا كل اللي يهمني هنا الـ
+
+256
+00:19:53,970 --> 00:19:59,430
+function هذه اللي قلنا إيش؟ معادلة الـ triangle هي
+
+257
+00:19:59,430 --> 00:20:03,110
+نفس معادلة الـ triangle، بس هنشوف أنه الـ code أو الـ
+
+258
+00:20:03,110 --> 00:20:06,750
+algorithm عامل لها معادلة خاصة فيها، هي تمثل بالضبط
+
+259
+00:20:06,750 --> 00:20:13,790
+لـ triangle تماما، لا أكثر ولا أقل، كويس، فإذا لو
+
+260
+00:20:13,790 --> 00:20:21,870
+أخذنا هنا هذه وقلنا هاي شكلها بهذا الشكل، لأي
+
+261
+00:20:21,870 --> 00:20:22,310
+واحد
+
+262
+00:20:25,800 --> 00:20:31,220
+فـ a1 هذا كنتيجة لهذه العملية، نتيجة إيش يعنيها؟ نهايتها
+
+263
+00:20:31,220 --> 00:20:34,900
+a1، الـ y هذه، الـ y هنا، القيمة اللي هنا إيش بدها تطلع؟
+
+264
+00:20:34,900 --> 00:20:45,640
+كويس، هذه هتطلع لها علاقة بـ a الـ center و b الـ
+
+265
+00:20:45,640 --> 00:20:54,960
+width، a و b، ممتاز، الآن لو قلنا، وهنوسعها شوية عشان
+
+266
+00:20:54,960 --> 00:20:59,240
+يكون فهمك أفضل لها، بدل من نرجع نقول نفس الكلام
+
+267
+00:20:59,240 --> 00:21:04,820
+خلينا نفترض أن هذه التانية بعيدة شوية، وهذه Y عن
+
+268
+00:21:04,820 --> 00:21:13,420
+البداية، مبدئيا كل قيمة هنا قبل، يعني تسبق، على
+
+269
+00:21:13,420 --> 00:21:18,580
+اعتبار أن هذه X تسبق X، أو تسبق عفوا A
+
+270
+00:21:23,830 --> 00:21:32,250
+ناقص B على 2، وهذه النقطة A plus B على 2، صح؟ تمام
+
+271
+00:21:32,250 --> 00:21:44,510
+فإذا كانت X قبل A minus B على 2، فهي Zero، Zero، تمام
+
+272
+00:21:44,510 --> 00:21:50,370
+خلصنا النقطة الأولى، وإذا كانت أكبر من هنا أو تساوي
+
+273
+00:21:50,370 --> 00:21:59,270
+حتى أكبر من A plus B على 2، فهي في الجزء هذا، Zero، طيب
+
+274
+00:21:59,270 --> 00:22:05,050
+إذا كانت جوا الـ range هذا، فهي بين A ناقص B على 2
+
+275
+00:22:05,050 --> 00:22:12,490
+وبين A plus B على 2، بينهم، فهي داخل الجزء اللي إحنا
+
+276
+00:22:12,490 --> 00:22:16,890
+بنشتغل عليه، اللي إحنا موجودين الآن فيه، ففي الحالة
+
+277
+00:22:16,890 --> 00:22:22,170
+هذه، بده يكون لها قيمة output، قد إيش القيمة؟ القيمة
+
+278
+00:22:22,170 --> 00:22:28,550
+هيها واحد ناقص اثنين من الفرق على B، اثنين من الفرق
+
+279
+00:22:28,550 --> 00:22:33,590
+على B، ونفترض، لو افترضنا أن هنا واحد وبدنا ناخد
+
+280
+00:22:33,590 --> 00:22:39,090
+قيمة هنا C مثلا، بدنا ناخد قيمة هنا، القيمة اللي هنا
+
+281
+00:22:40,700 --> 00:22:44,880
+ممكن نعطينا .. نعطي قيمة تجريبية، خلينا نقول ..
+
+282
+00:22:44,880 --> 00:22:49,980
+نقول مثلا هذه خمسة وهذه ثلاثة، نفترض، هاي صار فيه
+
+283
+00:22:49,980 --> 00:22:53,680
+قد إيش فارق؟ اثنين، وهنا كمان اثنين، هاي سبعة، فرضيا
+
+284
+00:22:53,680 --> 00:22:57,640
+يعني خلينا نفترض هيك .. نفترض قيم عشان بس نوضح
+
+285
+00:22:57,640 --> 00:23:00,960
+الموضوع، وافترضنا أن إحنا هنا عند النص، بمعنى عند
+
+286
+00:23:00,960 --> 00:23:06,860
+القيمة أربعة، يعني قيمة X تساوي أربعة
+
+287
+00:23:08,630 --> 00:23:12,990
+بلش I، قيمة X، خلاص إحنا محددينها تساوي 4، فبنعرف
+
+288
+00:23:12,990 --> 00:23:18,510
+قيمة الـ Y عندها، قيمة الـ Y عندها بالضبط قد إيش؟ فبحول
+
+289
+00:23:18,510 --> 00:23:29,430
+4 ناقص الـ A، قد إيش؟ 5، فصار قد إيش؟ 1، 1 absolute
+
+290
+00:23:29,430 --> 00:23:33,210
+طبعا أنا ما بقولش ناقص 1، 1 لأن absolute، خلاص، مطلق
+
+291
+00:23:33,210 --> 00:23:40,700
+2، بساوي 2 على B، قد إيش هنا؟ من 3 لـ 7، يعني أربعة، فيساوي
+
+292
+00:23:40,700 --> 00:23:47,440
+نص، فالمتوقع أن هنا هذا هيجينا عند النص، عند نص، تمام
+
+293
+00:23:47,440 --> 00:23:52,880
+طبعا إذا ما كان هذا linear، الخط هذا linear، أكيد
+
+294
+00:23:52,880 --> 00:23:56,200
+هتختلف القيم، أكيد، القيم بدها تختلف، بدها تتغير
+
+295
+00:23:56,200 --> 00:24:01,900
+القيم، يعني خلينا كمان مرة، بالمرة مثل آخر يوضحها، لو
+
+296
+00:24:01,900 --> 00:24:07,860
+أخذنا لأ مش أربعة، ثلاثة ونص، ثلاثة ونص، فالمتوقع
+
+297
+00:24:07,860 --> 00:24:13,180
+إيش المتوقع؟ الحقيقي أنه يطلع ربع، هتشوف، ثلاثة ونص
+
+298
+00:24:13,180 --> 00:24:19,980
+ناقص خمسة
+
+299
+00:24:19,980 --> 00:24:28,460
+هي واحد ونص، في اثنين، ثلاثة، على
+
+300
+00:24:28,460 --> 00:24:34,200
+أربعة، وكل هذا مطروح من واحد، في واحد قبلها كله
+
+301
+00:24:34,200 --> 00:24:40,140
+مطروح من واحد، فيساوي ربع، كويس
+
+302
+00:24:40,140 --> 00:24:46,020
+فالمعادلة بسيطة، سهلة، و geometric equation، هي
+
+303
+00:24:46,020 --> 00:24:49,920
+هندسية، واضحة، بناء على الشكل الهندسي اللي قدامنا لـ
+
+304
+00:24:49,920 --> 00:24:53,700
+الـ shapes اللي بتكون موجودة عندنا، فهذه بنكون هيك
+
+305
+00:24:53,700 --> 00:25:00,620
+خلصنا هذا الجزء، طبعا هيها واضحة في هذا الكلام اللي
+
+306
+00:25:00,620 --> 00:25:06,760
+موجود عندنا، for example، لحظوا أن A بتحدد لـ center
+
+307
+00:25:06,760 --> 00:25:10,120
+لو اتغيرت، بمعنى ذلك أن الـ shape تبعنا بدّيّ أو
+
+308
+00:25:10,120 --> 00:25:15,520
+بوسع، مش هيك، فلو أخذنا الرمادية، الرسم الرمادية، هي
+
+309
+00:25:15,520 --> 00:25:19,460
+عند الأربعة، والـ range تبعها أو الـ width تبعها
+
+310
+00:25:19,460 --> 00:25:24,460
+أربعة، كويس، لو غيرنا، خلينا الـ center نفسه، الـ A هي هي
+
+311
+00:25:24,460 --> 00:25:28,560
+أربعة، ولكن زودناها لستة، هتزيد هنا كمان واحد وهنا
+
+312
+00:25:28,560 --> 00:25:33,860
+كمان واحد، فهتصير من واحد لسبعة، قيمة الستة هذه، لو
+
+313
+00:25:33,860 --> 00:25:37,660
+غيرنا مين؟ قيمة الـ B، لو غيرنا قيمة الـ A، الحقيقة
+
+314
+00:25:37,660 --> 00:25:42,170
+بيصير له shift، فبيصير الـ center تبعه بدل أربعة مثلا
+
+315
+00:25:42,170 --> 00:25:48,490
+المثال أربعة، لأ، الـ  اللون الرمادي بيصير عنده أربعة و
+
+316
+00:25:48,490 --> 00:25:53,130
+نص، فبيصير A أربعة ونص، الـ B ما تغيرتش، الستة هذه، ليش
+
+317
+00:25:53,130 --> 00:25:55,410
+أنا بتكلم عن الكلام هذا لأن الـ A والـ B هدول هم
+
+318
+00:25:55,410 --> 00:25:58,630
+اللي بقدر أغير فيهم، فبالتالي بغير شكل الـ
+
+319
+00:25:58,630 --> 00:26:03,060
+shape تبعها، بنغير شكل الـ shapes تبعتنا لكل relation
+
+320
+00:26:03,060 --> 00:26:06,940
+بناء على القيمتين هدول، بنقعد نغير فيهم عشان نعمل
+
+321
+00:26:06,940 --> 00:26:10,400
+الـ design تبعتنا، وممكن جدا نقعد نغير فيهم، يعني
+
+322
+00:26:10,400 --> 00:26:13,840
+بالشكل، إذا ما عنديش أي knowledge واضحة عن الـ
+
+323
+00:26:13,840 --> 00:26:18,460
+membership داخل الـ set هذه، ممكن نعدل ونغير فيهم
+
+324
+00:26:18,460 --> 00:26:22,690
+براحتنا، تمام، الآن الـ layer التالتة، في الـ layer
+
+325
+00:26:22,690 --> 00:26:28,410
+التالتة هذه، صارت هنا جزئية الـ rule، جزئية الـ rule
+
+326
+00:26:28,410 --> 00:26:32,710
+اللي بدنا نشتغل على الـ product تبعها، الـ rule بدنا
+
+327
+00:26:32,710 --> 00:26:37,250
+نشتغل على الـ product تبعها، هي الـ layer التالتة، في
+
+328
+00:26:37,250 --> 00:26:45,470
+هاي الـ rule عند R1، جاني من A1 وجاني من B1، هذه Mu
+
+329
+00:26:45,470 --> 00:26:52,020
+A1 وهذه Mu B1، خلاص، بندربتما في بعض، ميو اي وان في ميو
+
+330
+00:26:52,020 --> 00:27:01,140
+اي بي وان، بنكون طلعنا الناتج تبعها كميو ار وان، فهنا
+
+331
+00:27:01,140 --> 00:27:05,160
+العملية اللي بنعملها هي الـ product operator، بمعنى
+
+332
+00:27:05,160 --> 00:27:14,640
+أنّ Y R 1 هتساوي M U لـ A 1 زي ما قلنا، مضروبة في M
+
+333
+00:27:14,640 --> 00:27:20,560
+U بـ A 1، هذه هتساوي لـ M U لـ الـ rule رقم واحد، الـ
+
+334
+00:27:20,560 --> 00:27:23,860
+rule رقم واحد، فالـ layer رقم ثلاثة، عملية ضرب هي
+
+335
+00:27:23,860 --> 00:27:28,580
+عملية ضرب لـ الـ two inputs تبعها، مش أكثر من هيك
+
+336
+00:27:28,580 --> 00:27:33,340
+طيب الـ layer أربعة هي الـ output لـ الـ membership، هي
+
+337
+00:27:33,340 --> 00:27:36,420
+الـ output لـ الـ membership، هتنلقي نظرة على أربعة
+
+338
+00:27:37,600 --> 00:27:40,520
+عشان نفهم إحنا وين رايحين، هذا طبعا اللي هو الرقم 4
+
+339
+00:27:40,520 --> 00:27:43,580
+مش الرقم 1 زي ما كتبه الكتاب، فهذا الـ output
+
+340
+00:27:43,580 --> 00:27:48,600
+membership اللي هنا، هذا الجزء، هذا الجزء هو أهم جزء
+
+341
+00:27:48,600 --> 00:27:53,590
+حقيقة، الجزء اللي هنا هذا هو الجزء الأهم، لأنه هنا
+
+342
+00:27:53,590 --> 00:28:00,930
+طلع لي، طلع لي ميو R1، وفي نفس الوقت، يعني R1 الناتج
+
+343
+00:28:00,930 --> 00:28:06,550
+تبعها كان C2، بمعنى إنه الـ rule هذه هي طلعت لي C2
+
+344
+00:28:06,550 --> 00:28:13,200
+بنسبة أو معاملة clipping عند قيمة الميو هذه، طيب،
+
+345
+00:28:13,200 --> 00:28:18,020
+بس هي مش جاية من الـ ruler R1 لحالها، هي جايانة من
+
+346
+00:28:18,020 --> 00:28:25,120
+2 كمان ومن 4 كمان ومن 5 كمان، فجايّة من كذا مكان،
+
+347
+00:28:25,120 --> 00:28:29,140
+عشان هيك لما بدنا نيجي نعمل في الجزئية هذه، في الـ
+
+348
+00:28:29,140 --> 00:28:35,700
+output ونروح نقول بدنا نعمل union عندنا، تمام؟ الـ
+
+349
+00:28:35,700 --> 00:28:39,980
+union هذه، ما بقدرش أجمع التجميع وخلاص، لأ، إحنا بنعمل
+
+350
+00:28:39,980 --> 00:28:45,320
+probabilistic or، هي في النهاية or، ليش؟ ليش or؟
+
+351
+00:28:45,320 --> 00:28:50,040
+لأنه إذا تحققت من الـ role الأولى النتيجة أو من الـ
+
+352
+00:28:50,040 --> 00:28:54,250
+role التانية فهي تحققت، هي خلاص تحققت في النهاية
+
+353
+00:28:54,250 --> 00:28:58,350
+هذه أو هذه، كلاهما، أي واحدة منهم بتحقق الـ rule
+
+354
+00:28:58,350 --> 00:29:01,910
+فما عنديش مشكلة أنه تيجي من هنا أو من هنا أو من هنا
+
+355
+00:29:01,910 --> 00:29:06,310
+أو من هنا، في عندي أربعة بيحققوا نفس النتيجة، فتيجي
+
+356
+00:29:06,310 --> 00:29:08,690
+من هذه أو من هذه أو من هذه أو من هذه، كلمة أو
+
+357
+00:29:08,690 --> 00:29:12,330
+ليها الآخر اللي بحكي عليها، تمام، بس هل بجمعهم كلهم؟
+
+358
+00:29:12,330 --> 00:29:16,210
+أروح أجمع كل الـ mus تبعتهم وألاقي القيمة كبرت
+
+359
+00:29:16,210 --> 00:29:21,210
+عندي بشكل جدا كبير، لأ، إيش بنعمل؟ بنضربهم، كل واحدة
+
+360
+00:29:21,210 --> 00:29:24,590
+في الـ weight الخاص فيها، وهنا بينت لـ neural
+
+361
+00:29:24,590 --> 00:29:28,770
+network، فـ neural network بينت في الجزئية هذه بحيث
+
+362
+00:29:28,770 --> 00:29:34,810
+أنّ الـ Y هنا مثلا، الـ Y لـ الـ C1، هتشوف الـ C1 وينها؟
+
+363
+00:29:34,810 --> 00:29:42,010
+هاي C1 بتاعة ميو ار ثلاثة وميو ار ستة، ميو ار ثلاثة
+
+364
+00:29:42,010 --> 00:29:48,190
+وميو ار ستة، فهو عملهم XOR، أو مش XOR، هذه اللي هي
+
+365
+00:29:48,190 --> 00:29:51,770
+قلنا Probabilistic OR، Probabilistic OR يعني
+
+366
+00:29:51,770 --> 00:29:56,170
+مضروبة في weight، الـ weight هذه اللي هي علاقة بالـ
+
+367
+00:29:56,170 --> 00:29:58,350
+إيش؟ بالـ probability أو الـ Gaussian Distribution
+
+368
+00:29:58,350 --> 00:30:05,710
+لكل واحدة منهم، لكل واحدة منهم، فهذه عبارة عنها، بتكون
+
+369
+00:30:05,710 --> 00:30:11,770
+للأولى حاجة بهذا الشكل، وهذه probabilistic للتانية
+
+370
+00:30:11,770 --> 00:30:17,790
+نفرض بهذا الشكل، هيك لما أقول or، معناته بده جمع
+
+371
+00:30:17,790 --> 00:30:21,630
+لما أجي أجمعهم، حقيقة هو مش بجمعهم أنه والله بدهم
+
+372
+00:30:21,630 --> 00:30:28,890
+يكونوا يعني تجميع رسمي في بعض، ولكن بيكون عادة حاجة
+
+373
+00:30:28,890 --> 00:30:33,110
+بهذا الشكل، نفسها، دي لما ببدأ يبين معاها إشي ثاني
+
+374
+00:30:33,110 --> 00:30:39,570
+بتزيد، ولكن مش كتير، فهذه بتظهر بهذا الشكل، تظهر بهذا
+
+375
+00:30:39,570 --> 00:30:43,670
+الشكل كـ Probabilistic or، كـ Probabilistic أعلى شوية
+
+376
+00:30:43,670 --> 00:30:49,210
+من تقاطعهم، ولكن مش أنه جمعهم بالضبط، يعني مش والله
+
+377
+00:30:49,210 --> 00:30:51,790
+يطلع لي الأولى فاصلة ستة، التانية فاصلة ستة، معناته
+
+378
+00:30:51,790 --> 00:30:55,270
+يطلع أكثر من واحد لـ Probability تبعتهم، أكيد مش
+
+379
+00:30:55,270 --> 00:30:59,670
+هيطلع بهذا الشكل، وعشان هيك من المناسب جدا أن نستخدم
+
+380
+00:30:59,670 --> 00:31:03,590
+الـ Probabilistic OR في الحالة اللي عندنا، والـ
+
+381
+00:31:03,590 --> 00:31:07,250
+Probabilistic OR اللي هتيجي هنا هتكون كل واحدة
+
+382
+00:31:07,250 --> 00:31:11,350
+مضروبة لسه في weight، weight لـ R ثلاثة، weight لـ R
+
+383
+00:31:11,350 --> 00:31:15,170
+أربعة، لـ R، عفوا، أن جيت أشوف اللي جاي منها ستة، R
+
+384
+00:31:15,170 --> 00:31:20,210
+ثلاثة و R ستة، الـ two values هدول، الأصل أنه
+
+385
+00:31:20,210 --> 00:31:23,980
+هيتدربوا كـ neural network، هيتدربوا كـ neural network
+
+386
+00:31:
+
+445
+00:37:08,110 --> 00:37:15,370
+ارتفاع في العرض كأن ضربناه في ضعف مساحته. صح أكيد
+
+446
+00:37:15,370 --> 00:37:20,310
+طيب في النهاية صحيح أنا عندي هنا الرقم زاد لكن مش
+
+447
+00:37:20,310 --> 00:37:23,550
+مش مشكلة كبيرة لأن هو في النهاية نسبة مع
+
+448
+00:37:23,550 --> 00:37:31,830
+الأخرى. هنا a1 في b1 هي a1 في b1 في قيمة ال
+
+449
+00:37:31,830 --> 00:37:39,970
+clipping اللي صارت عنده + b2 في a2 في قيمة ال
+
+450
+00:37:39,970 --> 00:37:44,610
+clipping اللي صارت لـ c2، واللي ممكن تكون مثلاً قيمة
+
+451
+00:37:44,610 --> 00:37:51,210
+نفترضها هنا، فهذا
+
+452
+00:37:51,210 --> 00:37:59,950
+القيمة لما تيجي هنا، هأقول أن هذا μ C2، تمام بعد ما
+
+453
+00:37:59,950 --> 00:38:05,470
+ضربنا وخلصنا، أنا إيش بدي؟ إحنا بدنا قيمة، عارفين
+
+454
+00:38:05,470 --> 00:38:11,640
+قيمة إيه؟ إيش بدنا قيمة إيه؟ قيمة إيه؟ اه القيمة
+
+455
+00:38:11,640 --> 00:38:15,740
+المشابهة لقيمة a1 و a2، بس لمين؟ مش للشيب هذا
+
+456
+00:38:15,740 --> 00:38:19,500
+لحاله ولا للشيب هذا لحاله، للاتنين اللي طلعوا منهما
+
+457
+00:38:19,500 --> 00:38:26,500
+مين اللي طلع منهما؟ هي اللي طلع منهما حقيقة الجزء
+
+458
+00:38:26,500 --> 00:38:33,700
+هذا، هي اللي طلع منهما، فالجزء الداكن هذا هو اللي
+
+459
+00:38:33,700 --> 00:38:38,970
+بدنا نجيب له الـ A الخاصة فيه، الـ A الخاصة فيه، تمام
+
+460
+00:38:38,970 --> 00:38:43,150
+عشان أجيب الـ A الخاصة فيه، حقيقة كل اللي عملناه
+
+461
+00:38:43,150 --> 00:38:47,570
+أنه مادام أنا كنت ضرب حجم كامل على بعضه في ال
+
+462
+00:38:47,570 --> 00:38:52,470
+scale اللي هنا، يعني أنا كنت ضرب A في B في C1، بدي
+
+463
+00:38:52,470 --> 00:38:58,950
+أشيل C1 و B1، نقسم عليهم عشان نطلع القيمة المكافئة
+
+464
+00:38:58,950 --> 00:39:05,680
+على A في المجموع. لاحظوا C1 C1 C1، ضربنا كل المتغيرات
+
+465
+00:39:05,680 --> 00:39:11,860
+C2، CT، كل المتغيرات، جمعنا بعدين قسمنا على C1 C1، μ
+
+466
+00:39:11,860 --> 00:39:18,760
+في B + μ في B، فجبنا متوسط الـ A's، الـ A مع الـ A
+
+467
+00:39:18,760 --> 00:39:28,650
+يعني باين رياضياً، باين، المفروض فكأن فعلاً جبت A، مش
+
+468
+00:39:28,650 --> 00:39:31,950
+عارف يعني، هي المفروض تيجي هنا مثلاً في منطقة، حالة
+
+469
+00:39:31,950 --> 00:39:35,910
+زي هذه، تيجي هنا في منطقة هنا مثلاً، كإني جيبت هنا
+
+470
+00:39:35,910 --> 00:39:42,330
+الـ A الخاصة بالـ graph أو بالـ area الناتجة بالـ
+
+471
+00:39:42,330 --> 00:39:47,020
+resultant area، الـ area اللي نتجت عندي، وهو ده أصلاً
+
+472
+00:39:47,020 --> 00:39:50,100
+المطلوب، اللي هي الـ center of the gravity، center of
+
+473
+00:39:50,100 --> 00:39:56,040
+the gravity، فبنكون جبنا إيه؟ الـ .. للكل .. إيه
+
+474
+00:39:56,040 --> 00:40:00,340
+للكل، واللي هي تمثل لنا الـ crisp value، طلعتها
+
+475
+00:40:00,340 --> 00:40:05,960
+كنتيجة، كـ نتيجة، فبالضبط هي الـ .. الـ .. الـ neuro
+
+476
+00:40:05,960 --> 00:40:11,110
+fuzzy. هل بتعلم؟ اه بتعلم، ومافيش
+
+477
+00:40:11,110 --> 00:40:14,470
+مشكلة كبيرة في .. في تعلمه، بنقدر ندربه من خلال
+
+478
+00:40:14,470 --> 00:40:16,870
+مجموعة الـ weights اللي عنده، وبنستخدم هي الـ back
+
+479
+00:40:16,870 --> 00:40:19,630
+propagation algorithm العادية. بنقدر نرجع للـ
+
+480
+00:40:19,630 --> 00:40:22,010
+back propagation ونشوف كيف قيمة الـ .. الـ .. الـ
+
+481
+00:40:22,010 --> 00:40:25,310
+برمجة بتاعتها، أو كيف قيمة الـ learning بتاعتها عشان
+
+482
+00:40:25,310 --> 00:40:31,140
+نقول إن هو نفس القيمة، هي هي بتستخدم عندنا، الكلام ده
+
+483
+00:40:31,140 --> 00:40:34,940
+كله بيتم، الحقيقة بدون أي مشاكل. إذا ضرر لي أنا
+
+484
+00:40:34,940 --> 00:40:38,380
+أَتدرب فيه، بأعطي input وبشوف الـ output، أو بكون
+
+485
+00:40:38,380 --> 00:40:42,500
+عارف أنا المفروض هذا يطلع الـ output كذا، بـ ..
+
+486
+00:40:42,500 --> 00:40:45,860
+لازم يكون في عندي data، يكون عندي مجموعة data
+
+487
+00:40:45,860 --> 00:40:48,600
+كتيرة، أنا عارف إن كل ما بيصيروا الـ input هدول،
+
+488
+00:40:48,600 --> 00:40:50,680
+بيصيروا الـ output هدول، فبأعطيهم من غير ما أنا أبني
+
+489
+00:40:50,680 --> 00:40:56,120
+الـ rule. أنا بس بأعطيها وبخليها تدرّب حالها أنها
+
+490
+00:40:56,120 --> 00:41:01,180
+تعطيني أفضل rules ممكنة، أفضل rules ممكنة، كالتالي:
+
+491
+00:41:01,180 --> 00:41:05,360
+أن هي مثلاً، عندي في عندي هنا كم rule؟ عندي five
+
+492
+00:41:05,360 --> 00:41:10,560
+rules في neuro fuzzy system. الـ rules هدول بالشكل
+
+493
+00:41:10,560 --> 00:41:15,580
+اللي إحنا شايفينه أمامنا، عشان نشوف إيش علاقته
+
+494
+00:41:15,580 --> 00:41:16,020
+بالرسم
+
+495
+00:41:18,730 --> 00:41:21,890
+زي ما قلنا، أنا إيش اللي بغيره وإيش اللي بدربه؟ هي
+
+496
+00:41:21,890 --> 00:41:24,550
+الـ weights، هي قيمة الـ weights، هي قيم الـ
+
+497
+00:41:24,550 --> 00:41:28,410
+weights كانت هنا فعلياً قبل ما آخذ الـ output
+
+498
+00:41:28,410 --> 00:41:32,010
+النهائي، قبل ما نأخذ الـ output النهائي، فبأجيب مجموعة
+
+499
+00:41:32,010 --> 00:41:35,910
+الـ μ's اللي هنا، كل واحد بدربه في الـ weight الخاص
+
+500
+00:41:35,910 --> 00:41:41,990
+فيه عشان أجيب الـ membership الخاص من الـ output، فالـ
+
+501
+00:41:41,990 --> 00:41:45,630
+membership الخاص هنا مثلاً small، وهنا large مثلاً، فـ
+
+502
+00:41:45,630 --> 00:41:48,850
+small جايين من 2 و 3 و 4، large جايين من
+
+503
+00:41:48,850 --> 00:41:53,310
+1 و 5. الآن مجموعة الـ weights هذه، عشان فعلاً كل ما
+
+504
+00:41:53,310 --> 00:41:57,970
+أدخل الـ antecedent أو الـ antecedents، هم أكثر من
+
+505
+00:41:57,970 --> 00:42:01,030
+واحد، عندي اثنين، كل ما أدخل الـ antecedents هدول
+
+506
+00:42:01,030 --> 00:42:04,960
+بيطلعوا فعلاً دائماً نفس الـ conclusion تبعهم، لكل الـ
+
+507
+00:42:04,960 --> 00:42:08,540
+data اللي عندي. الكلام هذا بيحدث إذا كانت الـ .. الـ
+
+508
+00:42:08,540 --> 00:42:10,920
+.. الـ samples بتاعتنا بهذا الـ .. عفواً، الـ weights
+
+509
+00:42:10,920 --> 00:42:14,920
+بتاعتنا بهذا الشكل. بضلني أَتابع الـ weights book by
+
+510
+00:42:14,920 --> 00:42:19,920
+book في كل مرحلة التدريب. بقى كل ما بندخل الـ .. الـ
+
+511
+00:42:19,920 --> 00:42:24,270
+.. الـ antecedents هنا، بشوف الـ output، لو طلع صح
+
+512
+00:42:24,270 --> 00:42:29,290
+للكل .. لكل الحالات؟ لأ، مش كلهم صح. طيب، جدش قيمة الـ
+
+513
+00:42:29,290 --> 00:42:32,190
+error؟ قيمة الـ error هذا هو اللي بنستخدمه عشان ..
+
+514
+00:42:32,190 --> 00:42:35,910
+قيمة الـ error هذا هو اللي بستخدمه، تمام، عشان أرجع
+
+515
+00:42:35,910 --> 00:42:38,570
+أعمل تعديل على الـ weights، بنفس فكرة الـ back
+
+516
+00:42:38,570 --> 00:42:43,730
+propagation، حلو جداً، الكلام جيد. الآن بضلني أَتابع book
+
+517
+00:42:43,730 --> 00:42:47,350
+by book، ووجدنا أن الـ weights هنا، بحطش الـ error، قاعد
+
+518
+00:42:47,350 --> 00:42:51,430
+بحسب الـ weights، فوجدنا أن الـ weights بتاعتنا الأولى
+
+519
+00:42:51,430 --> 00:42:55,150
+بدأناها كلها، ببدأ عادة بـ 1، يعني by default بقول
+
+520
+00:42:55,150 --> 00:42:59,610
+أن كلهم مهمين، عرفتوا كيف؟ يعني بمعنى بقول الـ rule
+
+521
+00:42:59,610 --> 00:43:01,890
+الأولى والثانية والثالثة والرابعة والخامسة كلهم
+
+522
+00:43:01,890 --> 00:43:06,530
+مهمين. أنا مش هـ .. يعني زي ما أقول، أُنتَقِظ دور أي واحدة
+
+523
+00:43:06,530 --> 00:43:10,930
+فيهم، كلهم ones، فكلّهم بدأناهم بـ one. هيها، وخلّيناها
+
+524
+00:43:10,930 --> 00:43:16,570
+بعد كده تدرّب حالها لحالها، ووجدنا أن الـ rule الأولى
+
+525
+00:43:16,570 --> 00:43:23,250
+ظلت 0.99، فالـ rule الأولى مهمة، هي أثبتت أنها
+
+526
+00:43:23,250 --> 00:43:29,540
+مهمة، كويس. الـ rule الثانية (الخضراء) هي WR2، قيمة الـ
+
+527
+00:43:29,540 --> 00:43:32,420
+weight بدأت تنزل تنزل تنزل تنزل، لما راحت للصفر، إيش
+
+528
+00:43:32,420 --> 00:43:35,520
+يعني؟ يعني الـ rule دي مش مهمة، مافيش داعي أحطها مع
+
+529
+00:43:35,520 --> 00:43:39,820
+الـ rule set بتاعتي، داخل الـ rule set بتاعتي، تمام؟
+
+530
+00:43:39,820 --> 00:43:44,040
+باستخدمهاش، فبيضل عندي أربعة rules فقط المهمين،
+
+531
+00:43:44,040 --> 00:43:48,220
+وممكن ساعتها كمان أنا أحدد مين الأكثر أهمية منهم
+
+532
+00:43:48,630 --> 00:43:53,030
+طيب، الـ weight بتاعة الـ R5 وجدناها هي الـ .. the
+
+533
+00:43:53,030 --> 00:43:57,910
+second most important، وجدناها هي الرقم 2 في
+
+534
+00:43:57,910 --> 00:44:01,710
+الأهمية، 79%، الـ weight تبعها بدأ
+
+535
+00:44:01,710 --> 00:44:04,630
+بـ 1، بس نزل وثبت عند الـ 79%، الـ
+
+536
+00:44:04,630 --> 00:44:09,350
+weight رقم 3، 72%، ثم 4، 61%. الآن لو مثلاً بدنا نبسط الـ .. الـ
+
+537
+00:44:09,350 --> 00:44:17,450
+.. خلينا نقول الـ expert system بتاعنا، وأقول لأ أنا
+
+538
+00:44:17,450 --> 00:44:20,410
+محتاج فقط three rules، حتى لو في error بسيطة، بتظل
+
+539
+00:44:20,410 --> 00:44:24,550
+بس. أنا بدي 3، أكيد طبعاً هنختار مين؟ الـ 3
+
+540
+00:44:27,810 --> 00:44:35,570
+هنختار 1 و 5 و 3، لأن هم الأكثر أهمية حسب
+
+541
+00:44:35,570 --> 00:44:39,190
+الـ weights اللي موجود عندي. طبعاً في جميع الأحوال
+
+542
+00:44:39,190 --> 00:44:44,100
+بالنسبة لـ 2 ده، هنحذفه، لأنه صفر، يعني معناته الـ
+
+543
+00:44:44,100 --> 00:44:47,520
+rule هذه ليست ذات أهمية، يعني حطيتها أو شطبتها
+
+544
+00:44:47,520 --> 00:44:51,460
+مالهاش معنى، ما لهاش معنى، فمافيش داعي أقول إن إذا
+
+545
+00:44:51,460 --> 00:45:02,080
+كان X1 small و X2 small، إذا النتيجة small، مالهاش
+
+546
+00:45:02,080 --> 00:45:05,920
+أهمية، يعني إن حُطّت أو ما انحطّتش، ما أثّرتش في النتائج،
+
+547
+00:45:05,920 --> 00:45:09,980
+هاي معناها، تمام. فلما نيجي نتكلم عن هذا الموضوع
+
+548
+00:45:09,980 --> 00:45:13,780
+أكيد كل اللي هنقوله أنه .. نفترض الـ if then، طبعاً
+
+549
+00:45:13,780 --> 00:45:18,340
+إحنا هنا بنتكلم عن ملخص .. ملخص الموضوع، واشتغلنا
+
+550
+00:45:18,340 --> 00:45:22,160
+على الـ neurofuzzy. الآن في مثال عندنا، by default
+
+551
+00:45:22,160 --> 00:45:25,320
+بحط كل الـ if then بتاعتي، الـ if then بتاعتي by
+
+552
+00:45:25,320 --> 00:45:29,740
+default، بنحطها كأنها كلها ones. في الآخر بالنسبة للـ
+
+553
+00:45:29,740 --> 00:45:35,010
+XOR، في النهاية، ونمثل، يعني خليني أنا أفترض أن أنا
+
+554
+00:45:35,010 --> 00:45:38,890
+بدي أحط XOR example، بتذكري الـ XOR example؟ تمام
+
+555
+00:45:38,890 --> 00:45:44,390
+XOR example، الـ .. وهنشوف جدش مجموعة الـ rules
+
+556
+00:45:44,390 --> 00:45:48,510
+اللي أنا ممكن أعملها. هنقول إن في عندي 8 rules
+
+557
+00:45:48,510 --> 00:45:54,530
+ممكن يكونوا للـ expert system بتاعنا، فـ .. والـ
+
+558
+00:45:54,530 --> 00:45:58,410
+initial weights لكل الـ neural network اللي
+
+559
+00:45:58,410 --> 00:46:04,330
+هنستخدمها، هفترض أن هي في الليلة الرقم 0.5
+
+560
+00:46:04,330 --> 00:46:08,990
+فكلها، بدي أقول أن هي 0.5، ونشوف الـ training نفسه
+
+561
+00:46:08,990 --> 00:46:14,010
+وين هيوديها. هذه XOR، إيش يعني XOR؟ يعني كإني بقوله
+
+562
+00:46:14,010 --> 00:46:18,530
+إذا كان هذا صفر وهذا صفر، بدّك تطلع لي هنا 1
+
+563
+00:46:18,530 --> 00:46:29,770
+تمام، طيب إذا كان صفر واحد، عفواً، إحنا x or، مختلفين
+
+564
+00:46:29,770 --> 00:46:38,170
+ones، فإذا اللي بالأحمر هذا المفروض يطلع صفر، 1
+
+565
+00:46:38,170 --> 00:46:46,770
+إذا كان 1 صفر، المفروض يطلع 1، إذا كان في النهاية في
+
+566
+00:46:46,770 --> 00:46:51,250
+النهاية 1 و 1، مفروض تطلع صفر. كل واحدة على حسب
+
+567
+00:46:51,250 --> 00:46:54,930
+اللون بتاعها، تمام. هيك بدأنا ندرّبها، وبدأنا نعطيها
+
+568
+00:46:54,930 --> 00:46:59,330
+الـ .. كل ما بأعطيها صفر صفر، بقولها لازم هنا تطلع لي
+
+569
+00:46:59,330 --> 00:47:02,870
+صفر، وبشوف جدش الـ error، هل فعلاً بتطلع صفر، ولا
+
+570
+00:47:02,870 --> 00:47:06,650
+وبنبدأ نعدّل مجموعة الـ weights بتاعتنا. فكل الـ weights
+
+571
+00:47:06,650 --> 00:47:09,410
+بدأناها بجدش؟ أو 0.5 زي ما قلنا، كلها بدأت من
+
+572
+00:47:09,410 --> 00:47:13,400
+أو 0.5، هي. ووجدنا أن في تلاتة صار لهم
+
+573
+00:47:13,400 --> 00:47:18,200
+degradation، ونزلوا للـ zero، يعني ما لهمش أهمية، يعني
+
+574
+00:47:18,200 --> 00:47:21,480
+معنى ذلك أن الـ rules هذه، بقدر أحذفها تماماً، بنقدر
+
+575
+00:47:21,480 --> 00:47:28,240
+أحذفها، بنقدر بكل بساطة أحذفها. الآن صار
+
+576
+00:47:28,240 --> 00:47:34,840
+عندنا 4، على أساس أننا حطينا 8، عملنا كل
+
+577
+00:47:34,840 --> 00:47:38,140
+احتمالات الممكنة لمجموعة الـ memberships، خلينا نقول
+
+578
+00:47:38,140 --> 00:47:40,320
+.. وبعدين قلنا مين اللي هيظل ومين اللي مش هيظل
+
+579
+00:47:40,320 --> 00:47:45,260
+فتلاتة منهم راحوا، وفي أربعة .. مظبوط .. 1 ..
+
+580
+00:47:45,260 --> 00:47:49,140
+2 .. 3 .. 4 .. ظلهم موجودين، اللي هي ..
+
+581
+00:47:49,140 --> 00:47:53,640
+2 .. 3 .. و 5 .. و 8 .. 2 ..
+
+582
+00:47:53,640 --> 00:47:56,540
+3 .. 5 .. 8 .. وفي أربعة نزلوا وصارت لهم
+
+583
+00:47:56,540 --> 00:48:00,210
+degradation، اللي هم مين؟ هدول تلاتة، آه آه في
+
+584
+00:48:00,210 --> 00:48:04,390
+1 و 4 و 6 و 7 مع بعض، 6 و 7 Zero
+
+585
+00:48:04,390 --> 00:48:08,670
+Zero Zero Zero، هدول بنشطبهم. فإذا أنا كل اللي أنا
+
+586
+00:48:08,670 --> 00:48:12,170
+محتاجه فقط أربعة rules هنا، مش ثمانية زي ما بدأنا
+
+587
+00:48:12,170 --> 00:48:16,070
+افتراضاً في البداية. فالواضح معناته أن أنا ممكن أحط
+
+588
+00:48:16,070 --> 00:48:19,910
+الـ maximum possibility الممكنة، وأخلي الـ training
+
+589
+00:48:19,910 --> 00:48:22,410
+أو الـ neural network هي اللي تفهم وتعمل تدريب
+
+590
+00:48:22,410 --> 00:48:26,370
+لحالها، تتعلم أن لأ هذه الـ rules مهمة، خليها، هذه الـ
+
+591
+00:48:26,370 --> 00:48:31,680
+rules مش مهمة، شيلها. وفي الآخر كنتيجة بنطلع بأربعة
+
+592
+00:48:31,680 --> 00:48:39,420
+rules فقط من الـ eight rules neuro fuzzy system، تمام
+
+593
+00:48:39,420 --> 00:48:46,680
+وبذلك بنكون خلّصنا جزئية الـ classifier هذا أو الـ
+
+594
+00:48:46,680 --> 00:48:49,720
+expert system هذا اللي هو الـ neuro fuzzy system
+
+595
+00:48:49,720 --> 00:48:54,240
+للمرة القادمة، بنكون .. بنكمل في الـ hybrid system، وهنروح فيه للـ genetic algorithm، ونجرّب الـ genetic
+
+596
+00:48:54,240 --> 00:48:56,700
+algorithm مع الـ neural network، وهنجرّب الـ genetic
+
+597
+00:48:56,700 --> 00:48:59,340
+algorithm مع الـ fuzzy، ونكمل باقي شغلنا، فإلى
+
+598
+00:48:59,340 --> 00:49:05,380
+اللقاء إن شاء الله تعالى، ويعطيكم ألف عافية
+
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/9rVp3QmPdLQ_postprocess.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/9rVp3QmPdLQ_postprocess.srt
new file mode 100644
index 0000000000000000000000000000000000000000..bc9272cfe98d53a11184292f38fc2d96752a047c
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/9rVp3QmPdLQ_postprocess.srt
@@ -0,0 +1,2400 @@
+1
+00:00:05,040 --> 00:00:06,840
+بسم الله الرحمن الرحيم والصلاة و السلام علي أشرف
+
+2
+00:00:06,840 --> 00:00:08,940
+الأنبياء و المرسلين سيدنا محمد وعلي أليها واسعة
+
+3
+00:00:08,940 --> 00:00:13,920
+أجمعين عايزنا الطلبة نكمل مع ال hybrid intelligent
+
+4
+00:00:13,920 --> 00:00:18,380
+system مع ال system الثاني و اللي بدو يدمجلنا الآن
+
+5
+00:00:18,380 --> 00:00:23,230
+ال neural network معTool جديدة المرة اللي فاتت أو
+
+6
+00:00:23,230 --> 00:00:25,370
+المحاضرة السابقة اشتغلنا مع الـ Expert System،
+
+7
+00:00:25,370 --> 00:00:29,350
+الآن هنشتغل مع الـ Fuzzy Expert System فهنلاحظ أنه
+
+8
+00:00:29,350 --> 00:00:33,370
+برضه الـ Fuzzy Logic مع الـ neural network الحقيقة
+
+9
+00:00:33,370 --> 00:00:38,350
+دارج استخدامهم بشكل كبير كبير و يعتبروا حتى tool
+
+10
+00:00:38,350 --> 00:00:42,830
+من الأدوات أو من ال tools المهمة في ال building لـ
+
+11
+00:00:42,830 --> 00:00:45,410
+Intelligent Systems الحقيقة المتنوعة و المختلفة
+
+12
+00:00:45,410 --> 00:00:48,930
+كتير بتستخدم الأتنين هدول مع بعضليش كتير بيستخدموا
+
+13
+00:00:48,930 --> 00:00:53,530
+مع بعض؟ لأنه فعلا هم يعني أخدوا قوة هذا مع قوة هذا
+
+14
+00:00:53,530 --> 00:00:58,970
+وعملولنا powerful expert system ففي حين أنه neural
+
+15
+00:00:58,970 --> 00:01:02,470
+network هي low level computational structures
+
+16
+00:01:02,470 --> 00:01:07,110
+بمعنى إن هي عاملة زي ال .. ال computer لما بشتغل
+
+17
+00:01:07,110 --> 00:01:10,770
+مع ال hardware هو قوي جدا لكن هو low level انت مش
+
+18
+00:01:10,770 --> 00:01:15,260
+فاهم إيش اللي بيعمله بالظبط فهو بتعامل معقيم غير
+
+19
+00:01:15,260 --> 00:01:18,800
+مفهومة بالنسبالنا فبنسميه low level computational
+
+20
+00:01:18,800 --> 00:01:23,300
+structure زي ال low level language تمام في المقابل
+
+21
+00:01:23,300 --> 00:01:26,960
+ال fuzzy لأ هو ال fuzzy بتعامل الحقيقة ك high
+
+22
+00:01:26,960 --> 00:01:29,220
+level high level بالنسبالى مين بالنسبالى ال human
+
+23
+00:01:29,220 --> 00:01:33,460
+ليش لأنه ال rules بتبعته انا بعطيها input و باخد
+
+24
+00:01:33,460 --> 00:01:38,550
+منها output مفهومة بقدرأتفهم معاه و بقدر أفهمها و
+
+25
+00:01:38,550 --> 00:01:41,350
+بنقدر نعمل ال explanation عندما نصل لل output
+
+26
+00:01:41,350 --> 00:01:45,690
+تبعها فهذه بتشتغل high level و بتكون جيانة
+
+27
+00:01:45,690 --> 00:01:49,930
+البيانات تبعتنا من ال domain experts أو ال human
+
+28
+00:01:49,930 --> 00:01:53,950
+experts اللي .. اللي هم الخبراء بينما في ال neural
+
+29
+00:01:53,950 --> 00:01:57,290
+network بتكون جاية من raw data من raw data ال raw
+
+30
+00:01:57,290 --> 00:02:00,510
+data هي بيانات غير مفهومة عادة ولكن مرتبطة ببعضها
+
+31
+00:02:00,510 --> 00:02:04,070
+بطريقة معينة فهذه اللي هي ال data set الحقيقة اللي
+
+32
+00:02:04,070 --> 00:02:08,180
+بنستخدمهاتمام ف .. و في حين كمان انه ال fuzzy
+
+33
+00:02:08,180 --> 00:02:11,740
+system الحقيقة عنده مشكلة في ال ability to learn
+
+34
+00:02:11,740 --> 00:02:18,140
+بيقدرش يعدل نفسه مع ال new environment ما بيقدر
+
+35
+00:02:18,140 --> 00:02:22,420
+يطور حاله في مقابلها on the other hand ال neural
+
+36
+00:02:22,420 --> 00:02:28,450
+network بتقدر تدرب حالهابشكل واضح وتتكيف الحقيقة
+
+37
+00:02:28,450 --> 00:02:31,870
+مع الظروف
+
+38
+00:02:31,870 --> 00:02:38,070
+الجديدة بالاضافة إلى ذلك تركيب الأثنين مع بعض اللي
+
+39
+00:02:38,070 --> 00:02:43,510
+هو linear and fuzzy systemcombination بينهم بين
+
+40
+00:02:43,510 --> 00:02:48,250
+بعض عملت combine ل ال parallel computation مع ال
+
+41
+00:02:48,250 --> 00:02:50,930
+learning abilities اللي هي جايانة من neural
+
+42
+00:02:50,930 --> 00:02:54,250
+network مع ال human-like knowledge representation
+
+43
+00:02:54,250 --> 00:02:58,110
+مع فكرة ان انا بدخل البيانات زي ما احنا بنتكلم زي
+
+44
+00:02:58,110 --> 00:03:01,250
+ما احنا بنقول هو انا فاهم اش اللي بدخله وفاهمين
+
+45
+00:03:01,250 --> 00:03:06,030
+كيف بدو يتم الموضوع داخلها فبتم بشكل انه ال .. زي
+
+46
+00:03:06,030 --> 00:03:08,670
+ما قلنا ال knowledge representation واضحة human
+
+47
+00:03:08,670 --> 00:03:13,130
+-likeبالإضافة له ال explanation abilities of fuzzy
+
+48
+00:03:13,130 --> 00:03:16,830
+systems بقدر أشرح ليش طلع ال output بهذا الشكل
+
+49
+00:03:16,830 --> 00:03:21,710
+كويس فكنتيجة أصبح ال neural network more
+
+50
+00:03:21,710 --> 00:03:26,370
+transparent أكثر شفافية بمعنى صار أكثر وضوحا أن
+
+51
+00:03:26,370 --> 00:03:29,990
+أنا بقدر أخد و أفهم كيف طلع ال output من ال input
+
+52
+00:03:29,990 --> 00:03:33,770
+تبعه و في المقابل الفuzzy أصبحت عندها القدرة على
+
+53
+00:03:33,770 --> 00:03:37,790
+التعلم عندها القدرة على التعلم لأي تغيير حدث عندها
+
+54
+00:03:38,460 --> 00:03:42,520
+تمام الفuzzy
+
+55
+00:03:42,520 --> 00:03:47,120
+الحقيقة بيعتمد بشكل طبيعي انه هندربله ال if then
+
+56
+00:03:47,120 --> 00:03:50,080
+rule تبعته الخاصة فيه الفuzzy تبعته فانا ممكن كمان
+
+57
+00:03:50,080 --> 00:03:56,080
+اصل فيه لمرحلة انه نعطيله ال rules أساسا نبنيله ال
+
+58
+00:03:56,080 --> 00:03:59,740
+rules من الأول و بنفس القيم المطلوبة اللي هو اذا
+
+59
+00:03:59,740 --> 00:04:03,520
+متذكرين ال membership value او function اللي هي ال
+
+60
+00:04:03,520 --> 00:04:07,110
+muقيم المنيو نفسها هنعدله إياها طبعا يوران اللي
+
+61
+00:04:07,110 --> 00:04:10,410
+بتعمله الكلام هذا بحيث أنه تحسبله عملية ال
+
+62
+00:04:10,410 --> 00:04:13,430
+determine membership functions for input and
+
+63
+00:04:13,430 --> 00:04:17,610
+output variables of the system كويس فال expert
+
+64
+00:04:17,610 --> 00:04:21,970
+بنقدر نقول أن هو ال structure للي نيورو fuzzy ال
+
+65
+00:04:21,970 --> 00:04:26,390
+system جدر يطورلنا على ال fuzzy بحيث أنه بنقدر
+
+66
+00:04:26,390 --> 00:04:31,370
+نبني ال rules بشكلأكثر قوة و في نفس الوقت ال
+
+67
+00:04:31,370 --> 00:04:33,570
+neural network كان neural network ان اعطتها input
+
+68
+00:04:33,570 --> 00:04:38,250
+فاهمها ك human like knowledge تمام
+
+69
+00:04:40,210 --> 00:04:44,370
+نفس الجثة كل اللي هيدور على ال .. هنعمل .. هنشتغل
+
+70
+00:04:44,370 --> 00:04:46,270
+عليه ان ال structure كلها ال neuro fuzzy بدنا
+
+71
+00:04:46,270 --> 00:04:49,190
+نبنيها و هي شبيهة جدا بال multilayer بال
+
+72
+00:04:49,190 --> 00:04:51,770
+multilayer مافيش ده هنتكلم حاجات احنا هيك هيك
+
+73
+00:04:51,770 --> 00:04:54,990
+هنشرحها هقول انه والله في عندي output layer في
+
+74
+00:04:54,990 --> 00:04:57,290
+عندي input layer هنتكلم عن ال three hidden layers
+
+75
+00:04:57,290 --> 00:05:01,770
+هنتكلم على انه بدنا نمثل ال membership functions و
+
+76
+00:05:01,770 --> 00:05:05,610
+ال fuzzy rules كل هدول هنشتغلهم من خلال المثال
+
+77
+00:05:05,610 --> 00:05:10,190
+اللي هنتكلم عنه طبعااكتير كويس ان احنا ناخد ال ..
+
+78
+00:05:10,190 --> 00:05:15,480
+اكثر وضوحا كان هنا في الكتابالشكل تبعنا فهنجد انه
+
+79
+00:05:15,480 --> 00:05:19,360
+في عند ال input layer ال input layer بعطيها القيم
+
+80
+00:05:19,360 --> 00:05:23,780
+لمين لل antecedents وال antecedents هي human-like
+
+81
+00:05:23,780 --> 00:05:26,540
+knowledge هي فعلا knowledge احنا مدخلله اياها
+
+82
+00:05:26,540 --> 00:05:32,660
+الطريقة نفهمها ك human كويس فهذه مبدأيا زي ما هي
+
+83
+00:05:32,660 --> 00:05:36,180
+بنعطيها لمجموعة ال rules بنعطيها لمجموعة ال rules
+
+84
+00:05:36,180 --> 00:05:42,810
+بقوله انه المتغيرة variable a1بهذا الشكل متغير A2
+
+85
+00:05:42,810 --> 00:05:46,390
+بهذا الشكل متغير A3 بهذا الشكل A4 A5 و بنبدأ
+
+86
+00:05:46,390 --> 00:05:49,590
+نعطيهم لمجموعة ال rules بحيث أن ال rule الأولى
+
+87
+00:05:49,590 --> 00:05:53,770
+وهنا conjunction layer conjunction layer فصار
+
+88
+00:05:53,770 --> 00:05:58,230
+شبيهة بنهاية المحاضرة السابقة اللي كنا بنتكلم فيها
+
+89
+00:05:58,230 --> 00:06:01,530
+عن neural expert system أنه بكون في عند هنا layer
+
+90
+00:06:03,710 --> 00:06:11,710
+خاصة يمكن عفوا هذه مش تبعت ال .. مش هي نفسها .. اه
+
+91
+00:06:11,710 --> 00:06:16,110
+هي نفسها تاعة المحاضرة السابقة هذه اذا متذكرينها
+
+92
+00:06:16,110 --> 00:06:21,410
+هي اللي احنا بدناياها اللي هي خاصة ب ..
+
+93
+00:06:29,020 --> 00:06:35,740
+هيه تمام فحنجد انه في ال input هيهم قدامنا ال
+
+94
+00:06:35,740 --> 00:06:40,260
+inputs تبعونا مافيهم مشكلة اطلاقا ال inputs بهذا
+
+95
+00:06:40,260 --> 00:06:46,320
+الشكل اللي احنا شايفينه حنجد انه اول input بدنا
+
+96
+00:06:46,320 --> 00:06:50,840
+نرجع شوية خطوة لورا و نركز انه ال input الاول احنا
+
+97
+00:06:50,840 --> 00:06:55,060
+عادة ايش عملناله مثلناه بال memberships تبعته
+
+98
+00:06:57,470 --> 00:07:03,910
+متذكرين هما دول ال memberships لمن ل X1 تمام و هنا
+
+99
+00:07:03,910 --> 00:07:11,290
+كان بالنسبالنا ال mu ل X1 صح ال mu ل X1 E1 E2 E3
+
+100
+00:07:11,290 --> 00:07:17,010
+and so on بهذا الشكل مبدئيا بنمرر X1 القيمة اللي
+
+101
+00:07:17,010 --> 00:07:26,260
+أعطاني إياها لالتلاتة E1A2 و A3 ل A1 اتنين اتلاتة
+
+102
+00:07:26,260 --> 00:07:31,580
+ممتاز جدا فهي التلاتة بمعنى انه ال crisp value
+
+103
+00:07:31,580 --> 00:07:35,220
+هتكون هنا انا بعطي crisp value تمام crisp value
+
+104
+00:07:35,220 --> 00:07:43,600
+هفترض نغير اللون انه اجت قيمة هنا القيمة
+
+105
+00:07:43,600 --> 00:07:47,140
+اللي هنا هادي بجيب جدش يتتقطع مع A1
+
+106
+00:07:49,490 --> 00:07:55,790
+فبنكون هذه مبدئيا دخلت ل A1 هنا وانضربت في Mu A1
+
+107
+00:07:55,790 --> 00:08:01,050
+كنتج لهذه ال layer و ال layer هذه صار اسمها input
+
+108
+00:08:01,050 --> 00:08:04,270
+membership functions input membership functions
+
+109
+00:08:04,270 --> 00:08:08,720
+تمام بالنسبة ل A2 يدوب هقيمة صغيرة جدا هنايدوبها
+
+110
+00:08:08,720 --> 00:08:11,960
+جاية على طرفها فبرضه هيكون لها ال ميو اللي خاصة
+
+111
+00:08:11,960 --> 00:08:15,220
+فيها طب لإيه تلاتة برضه لها ال ميو اللي خاصة فيها
+
+112
+00:08:15,220 --> 00:08:18,540
+بس ال ميو تلاتة لاحظوا كيف مرسومة zero zero zero
+
+113
+00:08:18,540 --> 00:08:22,480
+كلها ده zero و هنا بدت تتعلى و بعدين zero و نفس
+
+114
+00:08:22,480 --> 00:08:26,780
+الكلام للكل على أطرافها بتكون zeros فمعنى ذلك أنه
+
+115
+00:08:26,780 --> 00:08:29,820
+حسب الرسم اللي قدامنا إذا ال crisp هنا قيمت فعلا
+
+116
+00:08:29,820 --> 00:08:36,570
+ليه؟الكريسب بهذا الشكل المتوقع انه A ميول اي تلاتة
+
+117
+00:08:36,570 --> 00:08:42,070
+زيرو صحيح تمام المهم انه كقيمة X نفسها اللي هي
+
+118
+00:08:42,070 --> 00:08:50,050
+الكريسب هذه بنبررها للكل بحيث انه هنا A واحد هذه
+
+119
+00:08:50,050 --> 00:08:56,450
+هتكون بهذا الشكل A اتنين هتكون بهذا الشكل A تلاتة
+
+120
+00:08:56,450 --> 00:09:04,650
+هتكون بهذا الشكلبهذا الشكل ويمكن اللي ببرمج في ال
+
+121
+00:09:04,650 --> 00:09:10,610
+.. على المطلاب ال fuzzy بلاحظ الأشكال هذه تطلعله
+
+122
+00:09:10,610 --> 00:09:14,830
+الأشكال هذه لأنه هذه اللي بحتاجها في تعريفه ل ال
+
+123
+00:09:14,830 --> 00:09:18,390
+relationships لكل X من ال Xات اللي موجودة أو من
+
+124
+00:09:18,390 --> 00:09:21,130
+المتغيرات اللي موجودة عنده نفس الكلام هيكون لمن ال
+
+125
+00:09:21,130 --> 00:09:25,290
+X اتنين هنمرره كلهم بالنسبة ل B1 B2 B3 و اللي
+
+126
+00:09:25,290 --> 00:09:31,390
+هيكون برضه نفس الكلام بهذا الشكل هيكون فيه انهاP1
+
+127
+00:09:31,390 --> 00:09:42,470
+P2 و P3 لمن ل X2 ل X2 فهذا هتكون ميو ل X2 ل X2
+
+128
+00:09:42,470 --> 00:09:47,190
+ممتاز الآن اتجمع كل هذا الكلام فإذا مبدأيا هذا
+
+129
+00:09:47,190 --> 00:09:53,390
+ones لأنه بمرهها كما هي ل ال memberships تبعتها
+
+130
+00:09:55,470 --> 00:09:59,630
+كويس كما هي هيها لـ membership functions اللي خاصة
+
+131
+00:09:59,630 --> 00:10:05,310
+فيها إذا هنا أنا مجسمها ل high medium low أو low
+
+132
+00:10:05,310 --> 00:10:09,510
+medium high بهذا الشكل ممكن تتغير أخليهم خمسة
+
+133
+00:10:09,510 --> 00:10:13,410
+rather low و rather high مثلا أضيف فإذا بيصير هنا
+
+134
+00:10:13,410 --> 00:10:17,030
+عندي خمسة اي واحد اتنين تلاتة اربع اي خمسة لو هنا
+
+135
+00:10:17,030 --> 00:10:21,340
+بدي أقول لأ بدي shapemedium بديها small و large بس
+
+136
+00:10:21,340 --> 00:10:24,480
+معناته بنشيلها دي بس هاي كل ال structure تبعنا
+
+137
+00:10:24,480 --> 00:10:31,320
+فإذا جدش أنا بدي عدد ال memberships أو ال models
+
+138
+00:10:31,320 --> 00:10:35,840
+تبعنا جدش حجمه يكون بنزود في ال layer هذه جدش أنا
+
+139
+00:10:35,840 --> 00:10:40,360
+بدي أغيي أزود عدد ال memberships تبعنا المتغيرات
+
+140
+00:10:40,360 --> 00:10:44,080
+اللي جوا تمام بعد ذلك زي ما قلنا هاي ال mu اللي
+
+141
+00:10:44,080 --> 00:10:48,720
+هتنضرب بناء على كل واحدة كيف ارتسمتعشان تروح لل
+
+142
+00:10:48,720 --> 00:10:52,540
+role الأولى فال role الأولى فعليا احنا هي اللي كنا
+
+143
+00:10:52,540 --> 00:10:57,200
+بنعمل مش كنا نقول a1 اذا كان ال role الأولى هي a1
+
+144
+00:10:57,200 --> 00:11:02,140
+مع هنا طبعا ايش مخدر ال a1 a1 مع b1 اذا a1 مع b1 و
+
+145
+00:11:02,140 --> 00:11:07,340
+هفترض انه هنا say مثلا مثال اجت ال crystal تبع ال
+
+146
+00:11:07,340 --> 00:11:17,020
+b x2 هنا فإذا b1 0 يعني كأنه هنا اجتنيقيمة القيمة
+
+147
+00:11:17,020 --> 00:11:24,340
+اللي هنا الميو ل X واحد مع الميو ل B واحد عشان
+
+148
+00:11:24,340 --> 00:11:27,220
+نشوف ايش بدنا نعمل ال process عليهم بحيث انه
+
+149
+00:11:27,220 --> 00:11:32,900
+الاتنين هدول مع بعضهم هيعطوني ميو ل R واحد اللي
+
+150
+00:11:32,900 --> 00:11:36,900
+مذكرين لما كنا نعمل clipping وقولنا انهم في مجال
+
+151
+00:11:36,900 --> 00:11:40,880
+انه نعمل scaling لأ clipping فإذا جديش قيمة ال
+
+152
+00:11:40,880 --> 00:11:49,120
+clipping هذه هيللـ R1 ميو بتاعة الـ R1 بس لمين هذه
+
+153
+00:11:49,120 --> 00:11:55,940
+القيمة هذه؟ لمين؟ لل C1 أو C2 للناتج فهنا واضح إن
+
+154
+00:11:55,940 --> 00:12:01,680
+الناتج تبعنا هيكون عبارة عن ك output هنا إيش ما
+
+155
+00:12:01,680 --> 00:12:04,700
+يكون المتغير بتاع ال output تبعنا؟ إيش ما يكون
+
+156
+00:12:04,700 --> 00:12:09,020
+يكون اللي هو في النهاية ال Y هتطلع عبارة عن C1 و
+
+157
+00:12:09,020 --> 00:12:15,740
+C2C1 and C2 بهذا الشكل اللي احنا شايفينه قدامنا
+
+158
+00:12:15,740 --> 00:12:20,500
+تمام فإذا جداش بده يقطع خلّينا نقول منه إن ناتج
+
+159
+00:12:20,500 --> 00:12:29,580
+تبعه ل ال mu R1 هذه راحت ل C2 فإذا بجي عند C2 و
+
+160
+00:12:29,580 --> 00:12:36,590
+بقطع قيمتها تمام C2 هذه جايانة برضه من R2جاية برضه
+
+161
+00:12:36,590 --> 00:12:41,810
+كمان مرة من R2 يعني كأنه ناتج آخر لها مقطوع بطريقة
+
+162
+00:12:41,810 --> 00:12:53,250
+مختلفة برضه ل C2 هذه حسب وجهة نظر R2 R4 R5 طيب هنا
+
+163
+00:12:53,250 --> 00:12:57,360
+هذه كلها في الآخر بدها تعمل accumulationبدا تعمل
+
+164
+00:12:57,360 --> 00:13:02,760
+عملية accumulation عشان تجمع ايش ممكن تعملها ناتج
+
+165
+00:13:02,760 --> 00:13:06,140
+نفس الناتج من مجموعة rules هذا هناخدها الحقيقة
+
+166
+00:13:06,140 --> 00:13:09,200
+الآن في ال steps تبع ال algorithm نفسه في ال steps
+
+167
+00:13:09,200 --> 00:13:14,920
+عشان في النهاية نقول انه ك accumulation الناتج
+
+168
+00:13:14,920 --> 00:13:21,320
+الأول والناتج التاني بدنا نعملهم center of gravity
+
+169
+00:13:22,560 --> 00:13:25,300
+بالظبط ال center of gravity اللي اتكلمنا عنه سابقا
+
+170
+00:13:25,300 --> 00:13:30,380
+هنعمله هنا بعد ما نضرب هذه مع هذه عشان نجمع و نشوف
+
+171
+00:13:30,380 --> 00:13:33,860
+وين المفروض يكون ال center of gravity تبعتها و
+
+172
+00:13:33,860 --> 00:13:37,680
+نكون ال center of gravity فهنيجي نقول هنا
+
+173
+00:13:44,270 --> 00:13:47,490
+هي الرسمة تبعتنا اللي كانت موجودة نبدأ بأول خطوات
+
+174
+00:13:47,490 --> 00:13:51,970
+الخطوة الأولى هي ال layer الأولى و اللى كانت خاصة
+
+175
+00:13:51,970 --> 00:13:57,570
+بمين بال input بمين بال input هاي قبل ما نبدأ نخلق
+
+176
+00:13:57,570 --> 00:14:00,930
+نروح هنقول ان احنا هنتكلم عن كل layer لحالها
+
+177
+00:14:00,930 --> 00:14:05,790
+فهنبدأ بال input layerاللي هي الرقم واحد هنروح ل
+
+178
+00:14:05,790 --> 00:14:08,850
+.. اللي هي الرقم اتنين عشان نروح ل ال input
+
+179
+00:14:08,850 --> 00:14:12,350
+membership functions ثم اللي هي الرقم تلاتة عشان
+
+180
+00:14:12,350 --> 00:14:15,830
+نروح لل fuzzy rule الرقم أربعة هنروح لل output
+
+181
+00:14:15,830 --> 00:14:20,330
+membership functions اللي هو تجميع ال output الشي
+
+182
+00:14:20,330 --> 00:14:23,190
+تجميع ال output هذي أهم نقطة موجودة ليش أهم نقطة
+
+183
+00:14:23,190 --> 00:14:26,590
+موجودة لأن نفس ال output ممكن هو نفس ال output هو
+
+184
+00:14:26,590 --> 00:14:31,330
+هو ممكن يجيني من أكتر من rule فكيف بدي أجمععشان
+
+185
+00:14:31,330 --> 00:14:34,690
+أقول إن ال output هذا لحاله أصبحت ال membership
+
+186
+00:14:34,690 --> 00:14:39,370
+قيمتها كذا، بس القيمة كذا هذه هي جانب من كذا قيمة
+
+187
+00:14:39,370 --> 00:14:44,110
+هنا في الجزء هذا هتبين ال neural network،
+
+188
+00:14:44,110 --> 00:14:50,190
+شايفينها؟ هذه ميو، هذه ميو، مش مشكلة، إن والله ال
+
+189
+00:14:50,190 --> 00:14:54,780
+role هذهالتنتمي ال output تبعها المفروض يروح ل C1
+
+190
+00:14:54,780 --> 00:14:58,700
+بجدّيش ال membership بال membership هذه طيب تمام
+
+191
+00:14:58,700 --> 00:15:04,920
+بس أنا هضربها في weight عشان يتجمّعلي مع الناتج
+
+192
+00:15:04,920 --> 00:15:12,680
+اللي هييجي من R3 برضه يروح ل C1 بقيمة Mu R3 فصارت
+
+193
+00:15:12,680 --> 00:15:22,530
+كأنها Mu R3 هذه input ل C1 وهذه Mu Rbر6 مر6 مر6
+
+194
+00:15:22,530 --> 00:15:30,280
+مر6 مر6 مر6 مر6 مر6 مر6 مر6 مر6كل واحدة synaptic
+
+195
+00:15:30,280 --> 00:15:35,500
+weight ونقول إيش المفروض C1 في النهاية تطلع ..
+
+196
+00:15:35,500 --> 00:15:38,520
+تطلع فهذه هي الجزء اللي بدها تدربه ل neural
+
+197
+00:15:38,520 --> 00:15:41,340
+network هذا الجزء اللي بدها تدربه ل neural network
+
+198
+00:15:41,340 --> 00:15:49,920
+عشان نتحدد هو C1 يعني خلّيني نقول أكثر تأثير
+
+199
+00:15:49,920 --> 00:15:58,950
+.. تأثرا بمين B3 R3 ولا R6لدرجة إنه ممكن تصل إنه
+
+200
+00:15:58,950 --> 00:16:03,430
+مثلا R6 كتير ضعيفة فمافيش داعي لها بكون وفرت على
+
+201
+00:16:03,430 --> 00:16:06,550
+حال رول بكون وفرنا على حالنا رول وهذه هنتكلم عنها
+
+202
+00:16:06,550 --> 00:16:09,810
+إنه في النهاية دمج الاتنين مع بعض ممكن يوفر علينا
+
+203
+00:16:09,810 --> 00:16:14,830
+جهود ويجلل حجم ال network تبعتنا ثم في الآخر هنروح
+
+204
+00:16:14,830 --> 00:16:17,530
+لل diversification زي ما قلنا اللي هي عملية إيش ال
+
+205
+00:16:17,530 --> 00:16:20,110
+aggregation أو ال center of gravity اتكلمنا عن ال
+
+206
+00:16:20,110 --> 00:16:22,740
+center of gravity في الآخر في الآخر لحظةتمام
+
+207
+00:16:22,740 --> 00:16:26,320
+فانشوفهم الخطوات افهمناها لغة النفيسة عنده ستة
+
+208
+00:16:26,320 --> 00:16:30,000
+layers نبدأ بال layers واحدة واحدة نبدأ في ال
+
+209
+00:16:30,000 --> 00:16:32,060
+layers بتاعتنا واحدة واحدة اول واحدة ال layer
+
+210
+00:16:32,060 --> 00:16:35,620
+بتاعة ال input ال layer ال input زي ما قلنا هي
+
+211
+00:16:35,620 --> 00:16:40,100
+مباشرة بندخلها على طول بندخلها مباشرة على طول
+
+212
+00:16:40,100 --> 00:16:46,580
+بمعنى ان ال yبتاعة ال layer ها دي هو نفس ال X ال
+
+213
+00:16:46,580 --> 00:16:49,700
+input هو نفس ال output هيه ال layer ها دي إيش
+
+214
+00:16:49,700 --> 00:16:53,340
+بندخل هنا هو نفسه اللي بتطلع هيه هو هيه هو تمام
+
+215
+00:16:53,340 --> 00:16:58,780
+خلصناه فهدفش فيها أي مشاكل ال input تبعها هو نفس
+
+216
+00:16:58,780 --> 00:17:03,460
+ال output تبعها جيد الآن ال layer التانية اللي هي
+
+217
+00:17:03,460 --> 00:17:06,480
+ال classification layerفي الـ fuzzification layer
+
+218
+00:17:06,480 --> 00:17:09,900
+هنا حيصير أن الـ neurons in this layer represent
+
+219
+00:17:09,900 --> 00:17:12,880
+fuzzy set اللي بنستخدمها .. نستخدم فيها ال
+
+220
+00:17:12,880 --> 00:17:16,260
+antecedence لفuzzy rules فالـ fuzzification
+
+221
+00:17:16,260 --> 00:17:19,200
+اتكلمنا سابقا عنها مافيش مشكلة أن أنا بصنفها
+
+222
+00:17:19,200 --> 00:17:22,960
+لواحدة .. لكل واحدة من حالات ال memberships
+
+223
+00:17:22,960 --> 00:17:25,740
+بنصنفها لكل حالة من حالات ال memberships خلينا
+
+224
+00:17:25,740 --> 00:17:30,660
+نذكر لما أخدنا الفuzzy لما أخدنا الفuzzy كنا بنقول
+
+225
+00:17:30,660 --> 00:17:36,100
+ال .. ال crisp هذا جديش درجة أنه ينتمي ل lowطيب،
+
+226
+00:17:36,100 --> 00:17:40,060
+قد إيش درجة إنه ينتمي ل medium؟ مش هيك، فإذا كنت
+
+227
+00:17:40,060 --> 00:17:46,900
+بقول ميو A1، هذه ل low، و ميو A2، هذه كانت ل
+
+228
+00:17:46,900 --> 00:17:52,910
+medium، صح؟ تماملأ طبعا أكيد لل high ما نتوقعش أن
+
+229
+00:17:52,910 --> 00:17:55,510
+هدى كمان بتقاطع معاهم يعني التلاتة متقطعين كلهم مع
+
+230
+00:17:55,510 --> 00:17:58,850
+بعض إلا في حالات كتير كتير كتير نادرة فنتوقع أنه
+
+231
+00:17:58,850 --> 00:18:03,790
+high هتكون صفر يعني إلها Mu A3 بس جدش قيمتها صفر
+
+232
+00:18:03,790 --> 00:18:08,450
+فهي غير موجودة .. غير موجودة تمام فإذا ال
+
+233
+00:18:08,450 --> 00:18:12,530
+classification هي فكرة ال .. ال muse اللي موجودة و
+
+234
+00:18:12,530 --> 00:18:17,790
+اللي هنا .. هنا شايفينها Mu A1 كيف بقدر أحسب هذه؟
+
+235
+00:18:19,290 --> 00:18:26,870
+بس كل اللي مافي الموضوع أني أرسم E1 هاي E1 فقط وين
+
+236
+00:18:26,870 --> 00:18:31,230
+موقع ال crisp value اللي دخلناها بالنسبة لل shape
+
+237
+00:18:31,230 --> 00:18:32,430
+لل triangle تبع E1
+
+238
+00:18:35,180 --> 00:18:41,060
+أو trapezoid إذا كان باش تغل على شبه مربع صحيح؟ أو
+
+239
+00:18:41,060 --> 00:18:44,120
+الشكل الرباعي يعني تمام فكل اللي بدنا نعمله انه
+
+240
+00:18:44,120 --> 00:18:49,300
+هنقطعها مع ال shape بتاعة A1 بس لحالها طيب ال Mew
+
+241
+00:18:49,300 --> 00:18:53,640
+التانية كل ما في الموضوع اللي بتقطعها مع A2 مع A1
+
+242
+00:18:53,640 --> 00:18:57,560
+هي النقطة هذه فبجيب قيمة هنا القيمة هذه هي ال Mew
+
+243
+00:18:57,560 --> 00:19:03,710
+A1 هتكون هنا القيمة بسهذا design بتقول أننا نعمله
+
+244
+00:19:03,710 --> 00:19:08,290
+تصميم و ممكن نعدل عليه التصميم هذا كمان نغير كل
+
+245
+00:19:08,290 --> 00:19:11,230
+مرة .. كل مرة عليه كل مرة نغير فيه و نعدل عليه
+
+246
+00:19:11,230 --> 00:19:15,370
+تمام فإذا هي حسبنا القيم ناتج ال layer التانية
+
+247
+00:19:15,370 --> 00:19:19,630
+ناتج ال layer التانية مش مشكلة فيها فهذه اللي فيها
+
+248
+00:19:19,630 --> 00:19:25,710
+جزء ال classification نشوف كمان خطوة
+
+249
+00:19:28,390 --> 00:19:33,270
+جيد، الآن المعادلة أو ال activation function كلمة
+
+250
+00:19:33,270 --> 00:19:35,890
+activation function إيش كنا نقول عليها؟ بتذكرين
+
+251
+00:19:35,890 --> 00:19:38,870
+كنا نقول إن هي ال function بتاعة ال neuron يعني ال
+
+252
+00:19:38,870 --> 00:19:44,730
+input بنجمع إيش بده يطلع، هتش نشوف كمان مرة هنا،
+
+253
+00:19:44,730 --> 00:19:48,710
+هنا مافيش تجمع لأن ال input هو مباشرة بتعطيله إيه؟
+
+254
+00:19:48,710 --> 00:19:51,470
+واحد، لللاير التانية، فبتك تجمع مع مين؟ مافيش إيش
+
+255
+00:19:51,470 --> 00:19:53,970
+تجمع فيه، فمباشرة أنا كل اللي بهمني هنا ال
+
+256
+00:19:53,970 --> 00:19:59,430
+function هذه اللي قلنا إيش؟معادلة ال triangle هي
+
+257
+00:19:59,430 --> 00:20:03,110
+نفس معادلة ال triangle بس هنشوف أنه ال code أو ال
+
+258
+00:20:03,110 --> 00:20:06,750
+algorithm عامل لها معادلة خاصة فيها هي تمثل بالظبط
+
+259
+00:20:06,750 --> 00:20:13,790
+ل triangle تماما لا أكثر ولا أقل كويس فإذا لو
+
+260
+00:20:13,790 --> 00:20:21,870
+أخدنا هنا هذه و قولنا هاي شكلها بهذا الشكل ل أي
+
+261
+00:20:21,870 --> 00:20:22,310
+واحد
+
+262
+00:20:25,800 --> 00:20:31,220
+ف a1 هذا كنتج لهذه العملية نتيج ايش يعنيها نهيها
+
+263
+00:20:31,220 --> 00:20:34,900
+a1 ال y هذه ال y هنا القيمة اللي هنا ايش بدها تطلع
+
+264
+00:20:34,900 --> 00:20:45,640
+كويس هذه هتطلع لها علاقة ب a ال center و b ال
+
+265
+00:20:45,640 --> 00:20:54,960
+width a و b ممتاز الآن لو قلناو هتنوسحها شوية عشان
+
+266
+00:20:54,960 --> 00:20:59,240
+تكون فهمك افضل لها بدل من نرجع نقيد نفس الكلام
+
+267
+00:20:59,240 --> 00:21:04,820
+خلينا نفترض ان هذه التانية بعيدة شوية وهذه Y عن
+
+268
+00:21:04,820 --> 00:21:13,420
+البداية مبدأيا كل قيمة هنا قبل يعني تسبق على
+
+269
+00:21:13,420 --> 00:21:18,580
+اعتبار ان هذه X تسبق X او تسبق عفوا A
+
+270
+00:21:23,830 --> 00:21:32,250
+ناقص B على 2 وهذه النقطة A plus B على 2 صح؟ تمام
+
+271
+00:21:32,250 --> 00:21:44,510
+فإذا كانت X قبل A minus B على 2 فهي Zero Zero تمام
+
+272
+00:21:44,510 --> 00:21:50,370
+خلصنا النقطة الأولى وإذا كانت أكبر منهنا أو تساوي
+
+273
+00:21:50,370 --> 00:21:59,270
+حتى أكبر من a plus b على 2 فهي في جزء هذا zero طيب
+
+274
+00:21:59,270 --> 00:22:05,050
+إذا كانت جوا ال range هذا فهي بين a ناقص b على 2
+
+275
+00:22:05,050 --> 00:22:12,490
+وبين a plus b على 2 بينهم فهي داخل الجزء اللي احنا
+
+276
+00:22:12,490 --> 00:22:16,890
+بنشتغل عليهاللي احنا موجودين الآن فيه ففي الحالة
+
+277
+00:22:16,890 --> 00:22:22,170
+هذه لأ بده يكون لها قيمة output جدش القيمة القيمة
+
+278
+00:22:22,170 --> 00:22:28,550
+هيها واحد ناقص اتنين من الفرق على B اتنين من الفرق
+
+279
+00:22:28,550 --> 00:22:33,590
+على B ونفترض لو افترضنا ان هنا واحد و بدنا ناخد
+
+280
+00:22:33,590 --> 00:22:39,090
+قيمة هنا C مثلا بدنا ناخد قيمة هنا القيمة اللي هنا
+
+281
+00:22:40,700 --> 00:22:44,880
+ممكن نعطينا .. نعطي قيمة تجريبية خلينا نقول ..
+
+282
+00:22:44,880 --> 00:22:49,980
+نقول مثلا هذه خمسة و هذه تلاتة نفترض هاي صار فيه
+
+283
+00:22:49,980 --> 00:22:53,680
+قداش فارق اتنين و هنا كمان اتنين هاي سبعة فرضيا
+
+284
+00:22:53,680 --> 00:22:57,640
+يعني خلينا نفترض هيك .. نفترض قيم عشان بس نوضح
+
+285
+00:22:57,640 --> 00:23:00,960
+الموضوع و افترضنا ان احنا هنا عند النص بمعنى عند
+
+286
+00:23:00,960 --> 00:23:06,860
+القيمة أربعة يعني قيمة X تساوي أربعة
+
+287
+00:23:08,630 --> 00:23:12,990
+بلش I قيمة X خلاص احنا محطرينها تساوي 4 فبنعرف
+
+288
+00:23:12,990 --> 00:23:18,510
+قيمة ال Y عندها قيمة ال Y عندها بالضبط جداش فحقول
+
+289
+00:23:18,510 --> 00:23:29,430
+4 ناقص ال A بجداش ب 5 فصار جداش 1 شك 1 absolute
+
+290
+00:23:29,430 --> 00:23:33,210
+طبعا انا مابقولش ناقص 1 1 لان absolute خلاص مضروف
+
+291
+00:23:33,210 --> 00:23:40,700
+2 بسوى 2 على B بيجداش هنا من 3 ل7يعني أربعة فيساوي
+
+292
+00:23:40,700 --> 00:23:47,440
+نص فالمتوقع أن هنا هدا هيجينا عند النص عند نص تمام
+
+293
+00:23:47,440 --> 00:23:52,880
+طبعا إذا ماكنش هذا linear الخط هذا linear أكيد
+
+294
+00:23:52,880 --> 00:23:56,200
+هتختلف القيم أكيد القيم بدها تختلف بدها تتغير
+
+295
+00:23:56,200 --> 00:24:01,900
+القيم يعني خلينا كمان مرة بالمرة مثل آخر يوضحها لو
+
+296
+00:24:01,900 --> 00:24:07,860
+أخدنا لأ مش أربعة تلاتة و نصتلاتة و نص فالمتوقع
+
+297
+00:24:07,860 --> 00:24:13,180
+ايش المتوقع الحقيقي انه يطلع ربع هتشوف تلاتة و نص
+
+298
+00:24:13,180 --> 00:24:19,980
+ناقص خمسة
+
+299
+00:24:19,980 --> 00:24:28,460
+هي واحد و نص في اتنين تلاتة على
+
+300
+00:24:28,460 --> 00:24:34,200
+اربعة و كل هذا مطروح من واحدفي واحد قبلها كله
+
+301
+00:24:34,200 --> 00:24:40,140
+مطروح من واحد فيساوي ربع كويس
+
+302
+00:24:40,140 --> 00:24:46,020
+فالمعادلة بسيطة سهلة و geometric equation هي
+
+303
+00:24:46,020 --> 00:24:49,920
+هندسية واضحة بناء على الشكل الهندسي اللي قدامنا ل
+
+304
+00:24:49,920 --> 00:24:53,700
+ال shapes اللي بتكون موجودة عندنا فهذه بنكون هك
+
+305
+00:24:53,700 --> 00:25:00,620
+خلصنا هذا الجزءطبعا هيها واضحة في هذا الكلام اللي
+
+306
+00:25:00,620 --> 00:25:06,760
+موجود عندنا for example لحظوا أن a بتحدد لل center
+
+307
+00:25:06,760 --> 00:25:10,120
+لو اتغيرت بيه معنا ذلك أن ال shape تبعنا بديج أو
+
+308
+00:25:10,120 --> 00:25:15,520
+بوسعمش هيك فلو أخدنا الرمادية الرسم الرمادية هي
+
+309
+00:25:15,520 --> 00:25:19,460
+عند الأربعة و ال range تبعها او ال width تبعها
+
+310
+00:25:19,460 --> 00:25:24,460
+أربعة كويس لو غيرنا خلنا ال center نفسه ال A هي هي
+
+311
+00:25:24,460 --> 00:25:28,560
+أربعة ولكن زودناها لستة هتزيد هنا كمان واحد و هنا
+
+312
+00:25:28,560 --> 00:25:33,860
+كمان واحد فهتصير من واحد لسبعة قيمة الستة هذه لو
+
+313
+00:25:33,860 --> 00:25:37,660
+غيرنا مين قيمة ال B لو غيرنا قيمة ال A الحقيقة
+
+314
+00:25:37,660 --> 00:25:42,170
+بيصير له shiftفبصير ال center تبعه بدل أربعة مثلا
+
+315
+00:25:42,170 --> 00:25:48,490
+المثال أربعة لأ الدكن الرمادي بيصير عنده أربعة و
+
+316
+00:25:48,490 --> 00:25:53,130
+نص فبصير a أربعة و نص ال b ماتغيرتش الستة هذه ليش
+
+317
+00:25:53,130 --> 00:25:55,410
+أنا بتتكلم عن الكلام هذا لأن ال a و ال b هدول هم
+
+318
+00:25:55,410 --> 00:25:58,630
+اللي بقدر أغير فيهم فبنوع على ذلك بغير شكل ال
+
+319
+00:25:58,630 --> 00:26:03,060
+shape تبعافبنغير شكل ال shapes تبعتنا لكل relation
+
+320
+00:26:03,060 --> 00:26:06,940
+بناء على القيمتين هدول بنقعد نغير فيهم عشان نعمل
+
+321
+00:26:06,940 --> 00:26:10,400
+ال design تبعتنا و ممكن جدا نقعد نغير فيهم يعني
+
+322
+00:26:10,400 --> 00:26:13,840
+بالشكل إذا ماعنديش اي knowledge واضحة عن ال
+
+323
+00:26:13,840 --> 00:26:18,460
+membership داخل ال set هذه ممكن نعدر و نغير فيهم
+
+324
+00:26:18,460 --> 00:26:22,690
+براحتنا تمامالآن ال layer التالتة في ال layer
+
+325
+00:26:22,690 --> 00:26:28,410
+التالتة هذه صارت هنا جزئية ال rule جزئية ال rule
+
+326
+00:26:28,410 --> 00:26:32,710
+اللي بدنا نشتغل على ال product تبعها ال rule بدنا
+
+327
+00:26:32,710 --> 00:26:37,250
+نشتغل على ال product تبعها هي ال layer تالتة في
+
+328
+00:26:37,250 --> 00:26:45,470
+هاي ال rule عند R1 جاني من A1 و جاني من B1 هذه Mu
+
+329
+00:26:45,470 --> 00:26:52,020
+A1 وهذه Mu B1 خلاص بدربتما في بعضميو اي وان في ميو
+
+330
+00:26:52,020 --> 00:27:01,140
+اي بي وان بنكون طلعنا النتج تبعها كميو ار وان فهنا
+
+331
+00:27:01,140 --> 00:27:05,160
+العملية اللي بنعملها هي ال product operator بمعنى
+
+332
+00:27:05,160 --> 00:27:14,640
+انه YY R 1 هتساوي M U ل A 1 زي ما قلنا مضروبة في M
+
+333
+00:27:14,640 --> 00:27:20,560
+U ب A 1 هدى هتساوي ل M U ل ال rule رقم واحد ال
+
+334
+00:27:20,560 --> 00:27:23,860
+rule رقم واحد فال layer رقم تلاتة عملية ضرب هي
+
+335
+00:27:23,860 --> 00:27:28,580
+عملية ضرب ل ال two inputs تعونها مش أكتر من هيك
+
+336
+00:27:28,580 --> 00:27:33,340
+طيب ال layer أربعة هي ال output ل ال membership هي
+
+337
+00:27:33,340 --> 00:27:36,420
+ال output ل ال membership هتنلقي نظرة على أربعة
+
+338
+00:27:37,600 --> 00:27:40,520
+عشان نفهم احنا اين رايحين هذا طبعا اللي هو الرقم 4
+
+339
+00:27:40,520 --> 00:27:43,580
+مش الرقم 1 زي ما كتبه الكتاب فهذا ال output
+
+340
+00:27:43,580 --> 00:27:48,600
+membership اللي هنا هذا الجزء هذا الجزء هو اهم جزء
+
+341
+00:27:48,600 --> 00:27:53,590
+حقيقةالجزء اللي هنا هذا هو الجزء الأهم لأنه هنا
+
+342
+00:27:53,590 --> 00:28:00,930
+طلّعني طلّع لي ميو R1 وفي نفس الوجد يعني R1 الناتج
+
+343
+00:28:00,930 --> 00:28:06,550
+تباحها كان C2 بمعنى إنه ال rule هادي هي طلعتلي C2
+
+344
+00:28:06,550 --> 00:28:13,200
+بنسبة أو معاملة clipping عند قيمة الميو هاديطيب،
+
+345
+00:28:13,200 --> 00:28:18,020
+بس هي مش جاية من ال ruler R1 لحالها، هي جايانة من
+
+346
+00:28:18,020 --> 00:28:25,120
+2 كمان و من 4 كمان و من 5 كمان، فجاية من كذا مكان،
+
+347
+00:28:25,120 --> 00:28:29,140
+عشان هيك لما بدنا نيجي نعمل في الجزئية هذه، في ال
+
+348
+00:28:29,140 --> 00:28:35,700
+output و نروح نقول بدنا نعمل union عندنا، تمام؟ ال
+
+349
+00:28:35,700 --> 00:28:39,980
+union هذهبقدرش أجمع التجميع و خلاص لأ احنا بنعمل
+
+350
+00:28:39,980 --> 00:28:45,320
+probabilistic or هي في النهاية or ليش؟ ليش or؟
+
+351
+00:28:45,320 --> 00:28:50,040
+لأنه إذا تحققت من ال role الأولى النتيجة أو من ال
+
+352
+00:28:50,040 --> 00:28:54,250
+role التانية فهي تحققتهي خلاص تحققت في النهاية
+
+353
+00:28:54,250 --> 00:28:58,350
+هادي أو هادي كلاهما أي واحدة منهم بتحقق ال rule
+
+354
+00:28:58,350 --> 00:29:01,910
+فماعنديش مشكلة أنه تيجي من هنا أو من هنا أو من هنا
+
+355
+00:29:01,910 --> 00:29:06,310
+أو من هنا في عندي أربعة بيحققوا نفس النتيجة فتيجي
+
+356
+00:29:06,310 --> 00:29:08,690
+من هادي أو من هادي أو من هادي أو من هادي كلمة أو
+
+357
+00:29:08,690 --> 00:29:12,330
+ليها الأخر اللي بحكي عليها تمام بس هل بجمحهم كلهم
+
+358
+00:29:12,330 --> 00:29:16,210
+أروح أجمع كل ال muse تبعتهم و ألاجي القيمة كبرت
+
+359
+00:29:16,210 --> 00:29:21,210
+عندي بشكل جدا كبير لأهو ايش بنسوي بنضربهم كل واحدة
+
+360
+00:29:21,210 --> 00:29:24,590
+في ال weight الخاص فيها و هنا بيّنت ل neural
+
+361
+00:29:24,590 --> 00:29:28,770
+network ف neural network بيّنت في الجزئية هذه بحيث
+
+362
+00:29:28,770 --> 00:29:34,810
+ان ال Y هنا مثلا ال Y ل ال C1 هتنشوف ال C1 وينها
+
+363
+00:29:34,810 --> 00:29:42,010
+هاي C1بتاعة ميو ار تلاتة و ميو ار ستة ميو ار تلاتة
+
+364
+00:29:42,010 --> 00:29:48,190
+و ميو ار ستة فهو عملهم XOR او مش XOR هذه اللي هي
+
+365
+00:29:48,190 --> 00:29:51,770
+قولنا Probabilistic OR Probabilistic OR يعني
+
+366
+00:29:51,770 --> 00:29:56,170
+مضروبة في weight ال weight هذه اللي هي علاقة بال
+
+367
+00:29:56,170 --> 00:29:58,350
+إيش بال probability أو ال Gaussian Distribution
+
+368
+00:29:58,350 --> 00:30:05,710
+لكل واحدة منهم لكل واحدة منهم فهذه عبارة عنهتكون
+
+369
+00:30:05,710 --> 00:30:11,770
+للأولى حاجة بهذا الشكل وهدي probabilistic للتانية
+
+370
+00:30:11,770 --> 00:30:17,790
+نفترض بهذا الشكل هيك لما أقول or معناته بده جمع
+
+371
+00:30:17,790 --> 00:30:21,630
+لما أجي أجمحهم حقيقة هو مش بجمحهم أنه والله بدهم
+
+372
+00:30:21,630 --> 00:30:28,890
+يكونوا يعني تجميع رسمي في بعض ولكن بيكون عادة حاجة
+
+373
+00:30:28,890 --> 00:30:33,110
+بهذا الشكل نفسها ديلما ببدأ يبين معاها اشي تاني
+
+374
+00:30:33,110 --> 00:30:39,570
+بتزيد ولكن مش كتير فهذه بتظهر بهذا الشكل تظهر بهذا
+
+375
+00:30:39,570 --> 00:30:43,670
+الشكل ك Probabilistic or ك Probabilistic اعلى شوية
+
+376
+00:30:43,670 --> 00:30:49,210
+من تقاطعهم ولكن مش انه جمعهم بالضبط يعني مش والله
+
+377
+00:30:49,210 --> 00:30:51,790
+يطلع لي الأولى فاصلة ستة التانية فاصلة ستة معناته
+
+378
+00:30:51,790 --> 00:30:55,270
+يطلع اكتر من واحد ل Probability تبعتهم اكيد مش
+
+379
+00:30:55,270 --> 00:30:59,670
+هيطلع بهذا الشكل وعشان هيكمن المناسب جدا أن نستخدم
+
+380
+00:30:59,670 --> 00:31:03,590
+الـ Probabilistic OR في الحالة اللي عندنا و ال
+
+381
+00:31:03,590 --> 00:31:07,250
+Probabilistic OR اللي هتيجي هنا هتكون كل واحدة
+
+382
+00:31:07,250 --> 00:31:11,350
+مضروبة لسه في weight weight ل R ثلاثة weight ل R
+
+383
+00:31:11,350 --> 00:31:15,170
+أربعة ل R عفوا أن جيت أشهد اللي جاي منها ستة R
+
+384
+00:31:15,170 --> 00:31:20,210
+تلاتة و R ستة ال two values هدول الأصل أنه
+
+385
+00:31:20,210 --> 00:31:23,980
+هيتدربوا ك neural networkهيتدربوا ك neural network
+
+386
+00:31:23,980 --> 00:31:28,400
+عشان نجيب أفضل قيمة لل 6 .. 1 .. 2 .. 3 .. 4 .. 5
+
+387
+00:31:28,400 --> 00:31:32,800
+.. 6 .. لل 6 قيم هدول أفضل قيم ممكنة لل 6 هدول
+
+388
+00:31:32,800 --> 00:31:37,300
+بحيث أنه دائما تعطيني ناتج صح كويس فبنكون في الآخر
+
+389
+00:31:37,300 --> 00:31:43,100
+كنتيجة لضرب هدف هدف و اللي هي ال mu R6 في WR6 و ال
+
+390
+00:31:43,100 --> 00:31:51,250
+mu R3 في WR3 الناتج ده بحب هيطلع ليه MuC1 مجموعC1
+
+391
+00:31:51,250 --> 00:31:54,710
+اللي جاية من الكل اللي جاية من الكل نفس الكلام
+
+392
+00:31:54,710 --> 00:32:00,830
+لـC2 فهتجين هنا Mu لـC2 اللي جاية من نواتج كل ال
+
+393
+00:32:00,830 --> 00:32:09,950
+rules عشان نحصل هنا على Mu خاصة بـC1
+
+394
+00:32:09,950 --> 00:32:17,290
+وC2فبنكون حصلنا على C1 و C2 هاي الـ C1 و بعد ما
+
+395
+00:32:17,290 --> 00:32:21,490
+ضربنا لميو تاعتها نفترض هتكون بهذا الشكل التانية
+
+396
+00:32:21,490 --> 00:32:25,350
+هنا الـ C2 ممكن تكون يعني and ال center هنا بهذا
+
+397
+00:32:25,350 --> 00:32:29,510
+الشكل فهنجد
+
+398
+00:32:29,510 --> 00:32:35,670
+أنه الناتج طلع بهذا الشكل تمام الان الناتج اللي
+
+399
+00:32:35,670 --> 00:32:40,450
+ظهر بهذا الشكل زي ما عملنا في الفزي أنا بحتاج
+
+400
+00:32:40,450 --> 00:32:43,780
+أجيبله ال center of the graffitiالـ Center of
+
+401
+00:32:43,780 --> 00:32:48,080
+Gravity محتاج أجبله Center of Gravity وهذه هي
+
+402
+00:32:48,080 --> 00:32:53,060
+الخطوة الخامسة اللي هي جزئية ال De-Fossification
+
+403
+00:32:56,210 --> 00:33:00,710
+ففي الحالة هذه كل نيوران في اللاير هذه اللي هيكون
+
+404
+00:33:00,710 --> 00:33:04,990
+ك single output ل ال system ككل فكل واحدة منهم هي
+
+405
+00:33:04,990 --> 00:33:08,230
+تعتبر output خاص بحد ذاتها زي ما قلنا هنعمل
+
+406
+00:33:08,230 --> 00:33:13,670
+clipping لمجموعة ال inputs تعونها كل input جيها
+
+407
+00:33:13,670 --> 00:33:16,770
+clipped
+
+408
+00:33:16,770 --> 00:33:24,840
+بناء على ال ميوه تبعته اللي هي هنا كمان مرةهدول
+
+409
+00:33:24,840 --> 00:33:29,520
+جاييني هنا eclipped الحقيقة من القيم اللي جايهم ك
+
+410
+00:33:29,520 --> 00:33:34,280
+eclipped هنا فانا بتكلم عن ال liar هذه اللي هي
+
+411
+00:33:34,280 --> 00:33:39,000
+الخامسة فكل قيمة جاياها هي eclipped eclipped بقيمة
+
+412
+00:33:39,000 --> 00:33:46,470
+جديش ميو سي واحد هي مقطوعةممكن تكون لفوق لتحت حسب
+
+413
+00:33:46,470 --> 00:33:51,910
+جدش ال membership value طبعته طيب ال MUC2 برضه هي
+
+414
+00:33:51,910 --> 00:33:54,930
+clipped على اعتبار ان احنا قولنا هي الأسهل ان
+
+415
+00:33:54,930 --> 00:33:57,970
+استخدم ال clipping مش ال scaling يعني الأسهل و
+
+416
+00:33:57,970 --> 00:34:01,530
+الدرجة فبرضه نفس الكلام تجميع الاتنين ال clipped
+
+417
+00:34:01,530 --> 00:34:07,920
+اتنين مع بعض و بنعملهم عمليةSummation هي summation
+
+418
+00:34:07,920 --> 00:34:13,740
+product composition بحيث انه نعمل قيمة نهائية
+
+419
+00:34:13,740 --> 00:34:18,020
+القيمة النهائية هي المعادلة تبعت من ال center of
+
+420
+00:34:18,020 --> 00:34:22,720
+gravity نكتبها
+
+421
+00:34:22,720 --> 00:34:27,100
+و نشوف الشي بالظبط في هذه المعادلة عشان نكون هنا
+
+422
+00:34:27,100 --> 00:34:32,640
+موضوع ال
+
+423
+00:34:32,640 --> 00:34:47,070
+Euro fuzzyففي اندق Y هتساوي Mu C أو خلينا زي ما هي
+
+424
+00:34:47,070 --> 00:34:49,970
+بدل ما نكتب المعادلة لأ نرسم الرسمة عشان نعمل
+
+425
+00:34:49,970 --> 00:34:53,150
+matching أنا بدي أرسم الرسمة و أحطها مع المعادلة
+
+426
+00:34:53,150 --> 00:34:56,730
+عشان تكون شايفين الأتنين مع بعض فلأ أسهل نرسم
+
+427
+00:34:56,730 --> 00:35:04,770
+الرسمة بدل ما نقعد نكتب المعادلة هاي Cone و بالمرة
+
+428
+00:35:04,770 --> 00:35:14,910
+نلونهم عشان أوبح ما يمكنلكوا C2 الآن هذه اللي خاصة
+
+429
+00:35:14,910 --> 00:35:23,610
+ب C2 لها ..لها إيش؟ لها A ..هيكون لها ال C مظبوط A
+
+430
+00:35:23,610 --> 00:35:32,170
+اه A one و هذه لها A
+
+431
+00:35:34,100 --> 00:35:39,360
+one وهذه ايه two على
+
+432
+00:35:39,360 --> 00:35:45,100
+أساس انه C2 ونفس الكلام هيكون ليه هنا جزء اسمه B2
+
+433
+00:35:45,100 --> 00:35:48,160
+ويقابله
+
+434
+00:35:48,160 --> 00:35:58,740
+هنا جزء اسمه B2 الشكل كانت وصفنا قبل شوية لما
+
+435
+00:35:58,740 --> 00:36:06,120
+وصفنا شكل ال ..الـ Triangle عرفناه بـ two
+
+436
+00:36:06,120 --> 00:36:10,680
+variables أو two parameters الـ A واحد والـ B واحد
+
+437
+00:36:10,680 --> 00:36:19,960
+بي واحد وهذه A2 وB2 هذه خاصة بالـ C1 وهذه خاصة
+
+438
+00:36:19,960 --> 00:36:28,530
+بالـ C2 واحدة C1 واحدة C2 تمامهقول لميو لـ C1 جديش
+
+439
+00:36:28,530 --> 00:36:33,030
+قيمة لميو لميو اللي هي ال term اللي هنا هذه لما
+
+440
+00:36:33,030 --> 00:36:41,010
+قطعت قطعت وين هذه ميو C1 وين مكان القطع هضربه في
+
+441
+00:36:41,010 --> 00:36:49,790
+ال A هي ل C1 اللي هي ال A هذه اللي خاصة بـ C1 مدام
+
+442
+00:36:49,790 --> 00:36:55,810
+انا ضربت في ميو C1 مضروبة في ال B في كلهفي ال
+
+443
+00:36:55,810 --> 00:37:01,630
+width كامل في ال width كامل كأن ضربت الميو C1 هادي
+
+444
+00:37:01,630 --> 00:37:08,110
+في إيه؟ كأنه مربع على بعضه الارتفاع في العرض شك؟
+
+445
+00:37:08,110 --> 00:37:15,370
+ارتفاع في العرض كأن ضربناه في ضعف مساحتهصح أكيد
+
+446
+00:37:15,370 --> 00:37:20,310
+طيب في النهاية صحيح أنا عندي هنا الرقم زاد لكن مش
+
+447
+00:37:20,310 --> 00:37:23,550
+مش مش مشكلة كتير كبيرة لإن هو في النهاية نسبة مع
+
+448
+00:37:23,550 --> 00:37:31,830
+التاني هنا a1 في b1 هي a1 في b1 في قيمة ال
+
+449
+00:37:31,830 --> 00:37:39,970
+clipping اللي صارت عنده plus b2 في a2 في قيمة ال
+
+450
+00:37:39,970 --> 00:37:44,610
+clipping اللي صارت ل c2و اللي ممكن تكون مثلا قيمة
+
+451
+00:37:44,610 --> 00:37:51,210
+نفترض هنا فهذا
+
+452
+00:37:51,210 --> 00:37:59,950
+القيمة لما تيجي هنا هقول ان هذا ميو C2 تمام بعد ما
+
+453
+00:37:59,950 --> 00:38:05,470
+ضربنا و خلصنا انا ايش بدي احنا بدنا قيمة عارفين
+
+454
+00:38:05,470 --> 00:38:11,640
+قيمة ايه ايش بدنا قيمة ايه قيمة ايه اهالقيمة
+
+455
+00:38:11,640 --> 00:38:15,740
+المشابه لقيمة ا واحد و اتنين بس لمين مش لشيب هذا
+
+456
+00:38:15,740 --> 00:38:19,500
+لحاله ولا لشيب هذا لحاله، للاتنين اللي طلعوا منهم
+
+457
+00:38:19,500 --> 00:38:26,500
+مين اللي طلع منهم، هي اللي طلع منهم حقيقة الجزء
+
+458
+00:38:26,500 --> 00:38:33,700
+هذا هي اللي طلع منهم فالجزء الداكن هذا هو اللي
+
+459
+00:38:33,700 --> 00:38:38,970
+بدنا نجيبله ال a الخاصة فيهالـ A الخاصة فيه تمام
+
+460
+00:38:38,970 --> 00:38:43,150
+عشان اجيب الـ A الخاصة فيه حقيقة كل اللي عملناه
+
+461
+00:38:43,150 --> 00:38:47,570
+انه مدام انا كنت ضارب حجم كامل على بعضه في ال
+
+462
+00:38:47,570 --> 00:38:52,470
+scale اللي هنا يعني انا كنت ضارب A في B في C1 بدي
+
+463
+00:38:52,470 --> 00:38:58,950
+اشيل C1 و B1 نقسم عليهم عشان نتضلل القيمة المكافئة
+
+464
+00:38:58,950 --> 00:39:05,680
+على A في المجموع لاحظواC1 C1 C1 ضربنا كل المتغيرات
+
+465
+00:39:05,680 --> 00:39:11,860
+C2 CT كل المتغيرات جمعنا بعدين قسمنا على C1 C1 MU
+
+466
+00:39:11,860 --> 00:39:18,760
+في B plus MU في B فجبنا متوسط ال A's ال A مع ال A
+
+467
+00:39:18,760 --> 00:39:28,650
+يعني باين كرياضيا باين المفروض فكأن فعلا جبت Aمش
+
+468
+00:39:28,650 --> 00:39:31,950
+عارف يعني هي المفروض تيجي هنا مثلا في منطقة حالة
+
+469
+00:39:31,950 --> 00:39:35,910
+زي هذه تيجي هنا في منطقة هنا مثلا كإني جيبت هنا
+
+470
+00:39:35,910 --> 00:39:42,330
+ايه الخاصة بال graph أو بال area الناتجة بال
+
+471
+00:39:42,330 --> 00:39:47,020
+resultant areaال area اللى نتجت عندى وهو ده اصلا
+
+472
+00:39:47,020 --> 00:39:50,100
+المطلوب اللى هى ال center of the gravity center of
+
+473
+00:39:50,100 --> 00:39:56,040
+the gravity فبنكون جيبنا ايه ال .. للكل .. ايه
+
+474
+00:39:56,040 --> 00:40:00,340
+للكل و اللى هى تمثل لنا لان crisp value طلعتها
+
+475
+00:40:00,340 --> 00:40:05,960
+كنتيجة كاش كنتيجة فبالضبط هى ال .. ال .. ال neuro
+
+476
+00:40:05,960 --> 00:40:11,110
+fuzzy ف neuro fuzzyهل بتعلم؟ اه بتعلم و مافيش
+
+477
+00:40:11,110 --> 00:40:14,470
+مشكلة كتير في .. في تعلمه بنقدر ندربه من خلال
+
+478
+00:40:14,470 --> 00:40:16,870
+مجموعة ال weights اللي عنده و بنستخدم هى ال back
+
+479
+00:40:16,870 --> 00:40:19,630
+propagation ال algorithm العادية بنقدر نرجع لل
+
+480
+00:40:19,630 --> 00:40:22,010
+back propagation و نشوف كيف قالية ال .. ال .. ال
+
+481
+00:40:22,010 --> 00:40:25,310
+برمجة اتتها او كيف قالية ال learning تبعها عشان
+
+482
+00:40:25,310 --> 00:40:31,140
+نقول نهو نفس القالية هى هى بتستخدم عندناالكلام ده
+
+483
+00:40:31,140 --> 00:40:34,940
+كله بتتم الحقيقة بدون أي مشاكل، إذا ضررلي أنا
+
+484
+00:40:34,940 --> 00:40:38,380
+أتدرب فيه، بعطي input و بشوف ال output أو بكون
+
+485
+00:40:38,380 --> 00:40:42,500
+عارف أنا المفروض هيدا يطلع ال output كذا، ب ..
+
+486
+00:40:42,500 --> 00:40:45,860
+لازم يكون في عندي data، يكون عندي مجموعة data
+
+487
+00:40:45,860 --> 00:40:48,600
+كتيرة، أنا عارف إن كل ما بيصيروا ال input هدول،
+
+488
+00:40:48,600 --> 00:40:50,680
+بيصيروا ال output هدول، فبعطيهم من غير ما أنا أبني
+
+489
+00:40:50,680 --> 00:40:56,120
+ال ruleأنا بس بعطيها و بخليها تدرّب حالها أن هي
+
+490
+00:40:56,120 --> 00:41:01,180
+تعطيني أفضل rules ممكنة أفضل rules ممكنة كالتالي
+
+491
+00:41:01,180 --> 00:41:05,360
+أن هاي مثلا عندي في عندي هنا أكم rule في عندي five
+
+492
+00:41:05,360 --> 00:41:10,560
+rule in Europe fuzzy system ال rules هدولة بالشكل
+
+493
+00:41:10,560 --> 00:41:15,580
+اللي احنا شايفينه أمامنا عشان نشوف إيش علاقته
+
+494
+00:41:15,580 --> 00:41:16,020
+بالرسم
+
+495
+00:41:18,730 --> 00:41:21,890
+زي ما قلنا انا ايش اللي بغيره و ايش اللي بدربه هي
+
+496
+00:41:21,890 --> 00:41:24,550
+ال weights هي قيمة ال weights هي قيمه قيم ال
+
+497
+00:41:24,550 --> 00:41:28,410
+weights كانت هنا فعليا قبل ما باخد ال output
+
+498
+00:41:28,410 --> 00:41:32,010
+النهائي قبل ما ناخد ال output النهائي فبجيب مجموعة
+
+499
+00:41:32,010 --> 00:41:35,910
+الميوز اللي هنا كل واحد بدربه في ال weight الخاص
+
+500
+00:41:35,910 --> 00:41:41,990
+فيه عشان اجمع ل membershipخاص من ال output فال
+
+501
+00:41:41,990 --> 00:41:45,630
+membership الخاص هنا مثلا small وهنا large مثلا ف
+
+502
+00:41:45,630 --> 00:41:48,850
+small جايين من اتنين و تلاتة واربعة large جايين من
+
+503
+00:41:48,850 --> 00:41:53,310
+واحد وخمسة الان مجموعة ال weights هذه عشان فعلا كل
+
+504
+00:41:53,310 --> 00:41:57,970
+ما ادخل ال antecedent او ال antecedents هم اكتر من
+
+505
+00:41:57,970 --> 00:42:01,030
+واحد عند اتنين كل ما بدخل ال antecedents هدولة
+
+506
+00:42:01,030 --> 00:42:04,960
+بطلعوا فعلا دايما نفس ال conclusion تبعهملكل ال
+
+507
+00:42:04,960 --> 00:42:08,540
+data اللي عندى الكلام هذا بيحدث إذا كانت ال .. ال
+
+508
+00:42:08,540 --> 00:42:10,920
+.. ال samples تبعتنا بهذا .. ال .. عفوا ال weights
+
+509
+00:42:10,920 --> 00:42:14,920
+تبعتنا بهذا الشكل بضلنى أتابع ال weights book by
+
+510
+00:42:14,920 --> 00:42:19,920
+book في كل مرحلة التدريب بقى كل ما بندخل ال .. ال
+
+511
+00:42:19,920 --> 00:42:24,270
+.. ال antecedents هنا بشوف ال outputلو اطبط صح
+
+512
+00:42:24,270 --> 00:42:29,290
+للكل .. لكل الحالات لأ مش كلهم صح طيب جدش قيمة ال
+
+513
+00:42:29,290 --> 00:42:32,190
+error قيمة ال error هذا هو اللي بنستخدمه عشان ..
+
+514
+00:42:32,190 --> 00:42:35,910
+قيمة ال error هذا هو اللي بستخدمه تمام عشان أرجع
+
+515
+00:42:35,910 --> 00:42:38,570
+أعمل تعديل على ال weights بنفس فكرة ال back
+
+516
+00:42:38,570 --> 00:42:43,730
+propagation حلو جداالكلام جيد الان بضلم تابع book
+
+517
+00:42:43,730 --> 00:42:47,350
+by book وجدنا ان ال weights هنا بحطش ال error قاعد
+
+518
+00:42:47,350 --> 00:42:51,430
+بحسب ال weights فوجدنا ان ال weights تبعتنا الأولى
+
+519
+00:42:51,430 --> 00:42:55,150
+بدأناها كله ببدأ عادة بواحد يعني by default بقول
+
+520
+00:42:55,150 --> 00:42:59,610
+ان كلهم مهمين عرفتوا كيف؟ يعني بمعنى بقول ال rule
+
+521
+00:42:59,610 --> 00:43:01,890
+الأولى و التاني و التالتة و الرابعة و الخمسة كلهم
+
+522
+00:43:01,890 --> 00:43:06,530
+مهمين انا مش هيعني زي ما اقول انتقظ دور اي واحدة
+
+523
+00:43:06,530 --> 00:43:10,930
+فيهم كلهم ones فكلهم بدناهم ب one هيهاو خلّينها
+
+524
+00:43:10,930 --> 00:43:16,570
+بعد كده تدرب حالها لحالها وجدنا ان ال rule الأولى
+
+525
+00:43:16,570 --> 00:43:23,250
+ضلت one 0.99 ف ال rule الأولى مهمة هي أثبتت ان هي
+
+526
+00:43:23,250 --> 00:43:29,540
+مهمة كويس ال rule التاني الأخضر هي WR2قيمة ال
+
+527
+00:43:29,540 --> 00:43:32,420
+weight بدت تنزل تنزل تنزل تنزل لما راحت للصفر، إيش
+
+528
+00:43:32,420 --> 00:43:35,520
+يعني؟ يعني ال rule دي مش مهمة، مافيش داعي أحطها مع
+
+529
+00:43:35,520 --> 00:43:39,820
+ال rule set تبعتي، داخل ال rule set تبعتي، تمام؟
+
+530
+00:43:39,820 --> 00:43:44,040
+بستخدمهاش، فبيضل عندي أربعة rules فقط المهمين،
+
+531
+00:43:44,040 --> 00:43:48,220
+وممكن ساعتها كمان أنا أحدد مين الأكثر أهمية منهم
+
+532
+00:43:48,630 --> 00:43:53,030
+طيب ال weight بتاعة ال R خمسة وجدناها هي ال .. the
+
+533
+00:43:53,030 --> 00:43:57,910
+second most important وجدناها هي الرقم اتنين في
+
+534
+00:43:57,910 --> 00:44:01,710
+الأهمية تسعة وسبعين في المية ال weight تبعها بدأ
+
+535
+00:44:01,710 --> 00:44:04,630
+بواحد بس نزل و ثبت عند التسعة وسبعين في المية ال
+
+536
+00:44:04,630 --> 00:44:09,350
+weight رقم تلاتة واحد وسبعة اتنين اتنين وسبعين في
+
+537
+00:44:09,350 --> 00:44:17,450
+المية ثم اربعة61% فالان لو مثلا بدنا نبسط ال .. ال
+
+538
+00:44:17,450 --> 00:44:20,410
+.. خلينا نقول ال expert system تبعنا و اقول لأ انا
+
+539
+00:44:20,410 --> 00:44:24,550
+محتاج فقط three rules حتى لو في error بسيطة بتظل
+
+540
+00:44:24,550 --> 00:44:27,810
+بس انا بدي تلاتة اكيد طبعا هنختار مين التلاتة
+
+541
+00:44:27,810 --> 00:44:35,570
+هنختار واحد و خمسة و تلاتة لإن هم الأكثر أهمية حسب
+
+542
+00:44:35,570 --> 00:44:39,190
+ال weights اللي موجود عندى طبعا في جميع الأحوال
+
+543
+00:44:39,190 --> 00:44:44,100
+بالنسبة لاتنين ده هتحذفلأنه صفر يعني معناته ال
+
+544
+00:44:44,100 --> 00:44:47,520
+rule هذه ليست ذات أهمية يعني حطيتها أو شطبتها
+
+545
+00:44:47,520 --> 00:44:51,460
+مالهاش معنى مايلها معنى فمافيش داعي أقول إن إذا
+
+546
+00:44:51,460 --> 00:45:02,080
+كان X1 small و X2 small إذا النتج small مالهاش
+
+547
+00:45:02,080 --> 00:45:05,920
+أهمية يعني إن حطت أو ماانحطتش ماأثرتش في النتائج،
+
+548
+00:45:05,920 --> 00:45:09,980
+هاي معناهاتمام فلمّا نيجي نتكلم عن هذا الموضوع
+
+549
+00:45:09,980 --> 00:45:13,780
+أكيد كل اللي هنقوله أنه .. نفترض ال if then طبعا
+
+550
+00:45:13,780 --> 00:45:18,340
+احنا هنا بنتكلم عن ملخص .. ملخص الموضوع و اشتغلنا
+
+551
+00:45:18,340 --> 00:45:22,160
+على ال neurofuzzy الان في مثال عندنا by default
+
+552
+00:45:22,160 --> 00:45:25,320
+بحط كل ال if then تبعتي ال if then تبعتي by
+
+553
+00:45:25,320 --> 00:45:29,740
+default بنحطها كأنها كلها ones في الآخر بالنسبة لل
+
+554
+00:45:29,740 --> 00:45:35,010
+XOR في النهايةوانمثل يعني خليني انا افترض ان انا
+
+555
+00:45:35,010 --> 00:45:38,890
+بدي احط XOR example بتذكرين ال XOR example؟ تمام
+
+556
+00:45:38,890 --> 00:45:44,390
+XOR example ال .. و هنشوف مجدش مجموعة ال rules
+
+557
+00:45:44,390 --> 00:45:48,510
+اللي انا ممكن اعملها هنقول ان في عندى تمانية rules
+
+558
+00:45:48,510 --> 00:45:54,530
+ممكن يكونوا لل expert system تبعنا ف ..و ال
+
+559
+00:45:54,530 --> 00:45:58,410
+initial weights لكل ال neural network اللي
+
+560
+00:45:58,410 --> 00:46:04,330
+هنستخدمها هفترض ان هي في الليلة الرقم 4 من 0.5
+
+561
+00:46:04,330 --> 00:46:08,990
+فكلها بده اقول ان هي 0.5 و نشوف ال training نفسه
+
+562
+00:46:08,990 --> 00:46:14,010
+وين هيوديها هذي XOR ايش يعني XOR يعني كإني بقوله
+
+563
+00:46:14,010 --> 00:46:18,530
+إذا كان هذا صفر و هذا صفر بديك تطلعلي هنا واحد
+
+564
+00:46:18,530 --> 00:46:29,770
+تمام طيب إذا كانصفر واحد عفوا احنا x or مختلفين
+
+565
+00:46:29,770 --> 00:46:38,170
+ones فإذا اللي بالأحمر هذا المفروض يطلع صفر واحد
+
+566
+00:46:38,170 --> 00:46:46,770
+إذا كان واحد صفر المفروض يطلع واحد إذا كان نهاي في
+
+567
+00:46:46,770 --> 00:46:51,250
+النهاية واحد واحدمفروض تطلع صفر كل واحدة على حسب
+
+568
+00:46:51,250 --> 00:46:54,930
+اللون تباحة تمام هيك بدأنا ندربها و بدأنا نعطيها
+
+569
+00:46:54,930 --> 00:46:59,330
+ال كل ما بعطيها صفر صفر بقولها لازم هنا تطلعيلي
+
+570
+00:46:59,330 --> 00:47:02,870
+صفر و بشوف جدش ال error هل فعلا بتطلع صفر و لا و
+
+571
+00:47:02,870 --> 00:47:06,650
+بنبدأ نعدل مجموعة ال weights تبعتنا فكل ال weights
+
+572
+00:47:06,650 --> 00:47:09,410
+بدأناها بجدش او point five زي ما قلنا كله بدأت من
+
+573
+00:47:09,410 --> 00:47:13,400
+او point five هي وجدنا ان في تلاتةصار لهم
+
+574
+00:47:13,400 --> 00:47:18,200
+degradation و نزلوا لل zero يعني مالهمش أهمية يعني
+
+575
+00:47:18,200 --> 00:47:21,480
+معناه ذلك أن ال rules هذه بقدر أحذفها تماما بنقدر
+
+576
+00:47:21,480 --> 00:47:28,240
+أحذفها بنقدر بكل بساطة أحذفها الآن صار
+
+577
+00:47:28,240 --> 00:47:34,840
+عندنا اتنينعلى أساس أننا حطينا تمانية اعملنا كل
+
+578
+00:47:34,840 --> 00:47:38,140
+احتمالات الممكنة لمجموعة ال memberships خلينا نقول
+
+579
+00:47:38,140 --> 00:47:40,320
+.. و بعدين قلنا مين اللي هيظل و مين اللي مش هيظل
+
+580
+00:47:40,320 --> 00:47:45,260
+فتلتة منهم راحوا و في أربعة .. مظبوط .. واحد ..
+
+581
+00:47:45,260 --> 00:47:49,140
+اتنين .. تلتة .. أربعة ..ظلهم موجودين اللي هي ..
+
+582
+00:47:49,140 --> 00:47:53,640
+اتنين .. تلتة .. و خمسة .. و تمانية .. اتنين ..
+
+583
+00:47:53,640 --> 00:47:56,540
+تلتة .. خمسة .. تمانية .. و في أربعة نزلوا و صاروا
+
+584
+00:47:56,540 --> 00:48:00,210
+لهم degradation اللي هم مين؟هدول تلاتة اه اه في
+
+585
+00:48:00,210 --> 00:48:04,390
+واحد واربعة وهدي ستة وسبعة مع بعض ستة وسبعة Zero
+
+586
+00:48:04,390 --> 00:48:08,670
+Zero Zero Zero هدول بنشطبه فإذا أنا كل اللي انا
+
+587
+00:48:08,670 --> 00:48:12,170
+محتاجه فقط اربعة rules هنا مش تمانية زي ما بدأنا
+
+588
+00:48:12,170 --> 00:48:16,070
+افتراضا في البداية فالواضح معناته ان انا ممكن احط
+
+589
+00:48:16,070 --> 00:48:19,910
+ال maximum possibility الممكنة واخلي ال training
+
+590
+00:48:19,910 --> 00:48:22,410
+او ال neural networkية اللي تفهم و تعمل تدريب
+
+591
+00:48:22,410 --> 00:48:26,370
+لحالها تتعلم ان لأ هذه ال rules مهمة خليها هذه ال
+
+592
+00:48:26,370 --> 00:48:31,680
+rules مش مهمة شيلهاو في الآخر كنتيجة بنطلع باربع
+
+593
+00:48:31,680 --> 00:48:39,420
+rules فقط من ال eight rule neuro fuzzy system تمام
+
+594
+00:48:39,420 --> 00:48:46,680
+بذلك بنكون خلصنا جزئيةال classifier هذا أو ال
+
+595
+00:48:46,680 --> 00:48:49,720
+expert system هذا اللي هو ال neuro fuzzy system
+
+596
+00:48:49,720 --> 00:48:54,240
+للمرة القادمة بنكون .. بنكمل في ال hybrid system و
+
+597
+00:48:54,240 --> 00:48:56,700
+هنروح فيه لل genetic algorithm و نجرب ال genetic
+
+598
+00:48:56,700 --> 00:48:59,340
+algorithm مع ال neural network و هنجرب ال genetic
+
+599
+00:48:59,340 --> 00:49:05,380
+algorithm مع ال fuzzy و نكمل باقى شغلنا فإلى
+
+600
+00:49:05,380 --> 00:49:07,820
+اللقاء ان شاء الله تعالى و يعطيكوا الف عافية
+
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/9rVp3QmPdLQ_raw.json b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/9rVp3QmPdLQ_raw.json
new file mode 100644
index 0000000000000000000000000000000000000000..b626b9414f038ef6d7131fc476a8ffa249e551dc
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/9rVp3QmPdLQ_raw.json
@@ -0,0 +1 @@
+{"segments": [{"id": 1, "seek": 2022, "start": 5.04, "end": 20.22, "text": "بسم الله الرحمن الرحيم والصلاة و السلام علي أشرف الأنبياء و المرسلين سيدنا محمد وعلي أليها واسعة أجمعين عايزنا الطلبة نكمل مع ال hybrid intelligent system مع ال system الثاني و اللي بدو يدمجلنا الآن ال neural network مع", "tokens": [3555, 38251, 21984, 34892, 5016, 27842, 34892, 5016, 32640, 16070, 9381, 15040, 3660, 4032, 21136, 37440, 25894, 5551, 8592, 28480, 16247, 1863, 21292, 16606, 4032, 9673, 2288, 3794, 1211, 9957, 8608, 25708, 8315, 3714, 35571, 3215, 4032, 3615, 20292, 5551, 20292, 11296, 4032, 32277, 27884, 5551, 7435, 2304, 3615, 9957, 6225, 47302, 11622, 8315, 41950, 46152, 3660, 8717, 24793, 1211, 20449, 2423, 13051, 13232, 1185, 20449, 2423, 1185, 6024, 104, 7649, 1829, 4032, 13672, 1829, 47525, 2407, 7251, 40448, 7435, 1211, 8315, 6024, 48506, 2423, 18161, 3209, 20449], "avg_logprob": -0.24771768323491128, "compression_ratio": 1.6886792452830188, "no_speech_prob": 8.463859558105469e-06, "words": [{"start": 5.04, "end": 5.32, "word": "بسم", "probability": 0.785888671875}, {"start": 5.32, "end": 5.42, "word": " الله", "probability": 0.939453125}, {"start": 5.42, "end": 5.64, "word": " الرحمن", "probability": 0.9755859375}, {"start": 5.64, "end": 5.88, "word": " الرحيم", "probability": 0.9920247395833334}, {"start": 5.88, "end": 6.1, "word": " والصلاة", "probability": 0.77655029296875}, {"start": 6.1, "end": 6.24, "word": " و", "probability": 0.3857421875}, {"start": 6.24, "end": 6.44, "word": " السلام", "probability": 0.9208984375}, {"start": 6.44, "end": 6.6, "word": " علي", "probability": 0.564453125}, {"start": 6.6, "end": 6.84, "word": " أشرف", "probability": 0.9759114583333334}, {"start": 6.84, "end": 7.08, "word": " الأنبياء", "probability": 0.9039306640625}, {"start": 7.08, "end": 7.14, "word": " و", "probability": 0.654296875}, {"start": 7.14, "end": 7.54, "word": " المرسلين", "probability": 0.876123046875}, {"start": 7.54, "end": 7.9, "word": " سيدنا", "probability": 0.9007161458333334}, {"start": 7.9, "end": 8.32, "word": " محمد", "probability": 0.9879557291666666}, {"start": 8.32, "end": 8.52, "word": " وعلي", "probability": 0.6486002604166666}, {"start": 8.52, "end": 8.72, "word": " أليها", "probability": 0.4648030598958333}, {"start": 8.72, "end": 8.94, "word": " واسعة", "probability": 0.3459879557291667}, {"start": 8.94, "end": 9.5, "word": " أجمعين", "probability": 0.82734375}, {"start": 9.5, "end": 10.3, "word": " عايزنا", "probability": 0.6937255859375}, {"start": 10.3, "end": 10.66, "word": " الطلبة", "probability": 0.8678385416666666}, {"start": 10.66, "end": 11.26, "word": " نكمل", "probability": 0.99072265625}, {"start": 11.26, "end": 11.76, "word": " مع", "probability": 0.9814453125}, {"start": 11.76, "end": 12.12, "word": " ال", "probability": 0.96826171875}, {"start": 12.12, "end": 12.66, "word": " hybrid", "probability": 0.71826171875}, {"start": 12.66, "end": 13.92, "word": " intelligent", "probability": 0.5849609375}, {"start": 13.92, "end": 14.46, "word": " system", "probability": 0.9755859375}, {"start": 14.46, "end": 15.14, "word": " مع", "probability": 0.94921875}, {"start": 15.14, "end": 15.42, "word": " ال", "probability": 0.94140625}, {"start": 15.42, "end": 15.82, "word": " system", "probability": 0.97119140625}, {"start": 15.82, "end": 16.84, "word": " الثاني", "probability": 0.931640625}, {"start": 16.84, "end": 17.04, "word": " و", "probability": 0.5283203125}, {"start": 17.04, "end": 17.14, "word": " اللي", "probability": 0.88134765625}, {"start": 17.14, "end": 17.36, "word": " بدو", "probability": 0.6578369140625}, {"start": 17.36, "end": 17.96, "word": " يدمجلنا", "probability": 0.94619140625}, {"start": 17.96, "end": 18.38, "word": " الآن", "probability": 0.6669921875}, {"start": 18.38, "end": 18.82, "word": " ال", "probability": 0.80517578125}, {"start": 18.82, "end": 19.06, "word": " neural", "probability": 0.9609375}, {"start": 19.06, "end": 19.64, "word": " network", "probability": 0.966796875}, {"start": 19.64, "end": 20.22, "word": " مع", "probability": 0.9677734375}], "temperature": 1.0}, {"id": 2, "seek": 4759, "start": 20.75, "end": 47.59, "text": "Tool جديدة المرة اللي فاتت أو المحاضرة السابقة اشتغلنا مع الـ Expert System، الآن هنشتغل مع الـ Fuzzy Expert System فهنلاحظ أنه برضه الـ Fuzzy Logic مع الـ neural network الحقيقة دارج استخدامهم بشكل كبير كبير و يعتبروا حتى tool من الأدوات أو من ال tools المهمة في ال building لـ Intelligent Systems الحقيقة المتنوعة و المختلفة كتير بتستخدم الأتنين هدول مع بعض", "tokens": [51, 1092, 10874, 16254, 41891, 9673, 25720, 13672, 1829, 6156, 9307, 2655, 34051, 9673, 5016, 46958, 25720, 21136, 16758, 28671, 1975, 8592, 2655, 17082, 1211, 8315, 20449, 2423, 39184, 41255, 8910, 12399, 6024, 48506, 8032, 1863, 8592, 2655, 17082, 1211, 20449, 2423, 39184, 479, 30601, 41255, 8910, 6156, 3224, 1863, 15040, 5016, 19913, 14739, 3224, 4724, 43042, 3224, 2423, 39184, 479, 30601, 49898, 20449, 2423, 39184, 18161, 3209, 21542, 38436, 28671, 11778, 9640, 7435, 44713, 9778, 3215, 10943, 16095, 4724, 8592, 28820, 9122, 3555, 13546, 9122, 3555, 13546, 4032, 7251, 34268, 26890, 14407, 11331, 49975, 2290, 9154, 16247, 3215, 2407, 9307, 34051, 9154, 2423, 3873, 9673, 16095, 3660, 8978, 2423, 2390, 5296, 39184, 18762, 25002, 27059, 21542, 38436, 28671, 9673, 2655, 1863, 2407, 27884, 4032, 9673, 46456, 46538, 3660, 9122, 2655, 13546, 39894, 14851, 9778, 40448, 16247, 2655, 1863, 9957, 8032, 3215, 12610, 20449, 45030, 11242], "avg_logprob": -0.16422193390982492, "compression_ratio": 1.810897435897436, "no_speech_prob": 1.233816146850586e-05, "words": [{"start": 20.75, "end": 21.41, "word": "Tool", "probability": 0.6317138671875}, {"start": 21.41, "end": 21.97, "word": " جديدة", "probability": 0.9248046875}, {"start": 21.97, "end": 22.67, "word": " المرة", "probability": 0.91796875}, {"start": 22.67, "end": 22.81, "word": " اللي", "probability": 0.696533203125}, {"start": 22.81, "end": 23.11, "word": " فاتت", "probability": 0.9820963541666666}, {"start": 23.11, "end": 23.23, "word": " أو", "probability": 0.736328125}, {"start": 23.23, "end": 23.63, "word": " المحاضرة", "probability": 0.9656982421875}, {"start": 23.63, "end": 24.01, "word": " السابقة", "probability": 0.98828125}, {"start": 24.01, "end": 24.47, "word": " اشتغلنا", "probability": 0.9261067708333334}, {"start": 24.47, "end": 24.57, "word": " مع", "probability": 0.96826171875}, {"start": 24.57, "end": 24.67, "word": " الـ", "probability": 0.806640625}, {"start": 24.67, "end": 24.85, "word": " Expert", "probability": 0.7099609375}, {"start": 24.85, "end": 25.37, "word": " System،", "probability": 0.548828125}, {"start": 25.37, "end": 25.53, "word": " الآن", "probability": 0.6273193359375}, {"start": 25.53, "end": 25.97, "word": " هنشتغل", "probability": 0.9695638020833334}, {"start": 25.97, "end": 26.11, "word": " مع", "probability": 0.990234375}, {"start": 26.11, "end": 26.29, "word": " الـ", "probability": 0.8935546875}, {"start": 26.29, "end": 26.51, "word": " Fuzzy", "probability": 0.887939453125}, {"start": 26.51, "end": 27.17, "word": " Expert", "probability": 0.9599609375}, {"start": 27.17, "end": 27.61, "word": " System", "probability": 0.9619140625}, {"start": 27.61, "end": 29.11, "word": " فهنلاحظ", "probability": 0.8841959635416666}, {"start": 29.11, "end": 29.35, "word": " أنه", "probability": 0.699951171875}, {"start": 29.35, "end": 29.59, "word": " برضه", "probability": 0.9715169270833334}, {"start": 29.59, "end": 29.87, "word": " الـ", "probability": 0.958984375}, {"start": 29.87, "end": 30.07, "word": " Fuzzy", "probability": 0.8818359375}, {"start": 30.07, "end": 30.83, "word": " Logic", "probability": 0.90869140625}, {"start": 30.83, "end": 31.97, "word": " مع", "probability": 0.98583984375}, {"start": 31.97, "end": 32.25, "word": " الـ", "probability": 0.8779296875}, {"start": 32.25, "end": 32.45, "word": " neural", "probability": 0.62939453125}, {"start": 32.45, "end": 32.83, "word": " network", "probability": 0.9638671875}, {"start": 32.83, "end": 33.37, "word": " الحقيقة", "probability": 0.9794921875}, {"start": 33.37, "end": 33.99, "word": " دارج", "probability": 0.7003580729166666}, {"start": 33.99, "end": 34.55, "word": " استخدامهم", "probability": 0.961328125}, {"start": 34.55, "end": 34.99, "word": " بشكل", "probability": 0.9930013020833334}, {"start": 34.99, "end": 35.91, "word": " كبير", "probability": 0.8780924479166666}, {"start": 35.91, "end": 35.91, "word": " كبير", "probability": 0.7498372395833334}, {"start": 35.91, "end": 36.45, "word": " و", "probability": 0.7587890625}, {"start": 36.45, "end": 37.13, "word": " يعتبروا", "probability": 0.8809814453125}, {"start": 37.13, "end": 37.51, "word": " حتى", "probability": 0.85986328125}, {"start": 37.51, "end": 38.35, "word": " tool", "probability": 0.646484375}, {"start": 38.35, "end": 39.33, "word": " من", "probability": 0.9619140625}, {"start": 39.33, "end": 39.79, "word": " الأدوات", "probability": 0.837890625}, {"start": 39.79, "end": 39.97, "word": " أو", "probability": 0.6845703125}, {"start": 39.97, "end": 40.33, "word": " من", "probability": 0.79345703125}, {"start": 40.33, "end": 40.45, "word": " ال", "probability": 0.970703125}, {"start": 40.45, "end": 40.63, "word": " tools", "probability": 0.80517578125}, {"start": 40.63, "end": 41.13, "word": " المهمة", "probability": 0.9930013020833334}, {"start": 41.13, "end": 41.29, "word": " في", "probability": 0.990234375}, {"start": 41.29, "end": 41.81, "word": " ال", "probability": 0.86376953125}, {"start": 41.81, "end": 42.17, "word": " building", "probability": 0.77099609375}, {"start": 42.17, "end": 42.83, "word": " لـ", "probability": 0.4195556640625}, {"start": 42.83, "end": 43.31, "word": " Intelligent", "probability": 0.775634765625}, {"start": 43.31, "end": 43.77, "word": " Systems", "probability": 0.79638671875}, {"start": 43.77, "end": 44.21, "word": " الحقيقة", "probability": 0.9720052083333334}, {"start": 44.21, "end": 44.73, "word": " المتنوعة", "probability": 0.9646484375}, {"start": 44.73, "end": 44.85, "word": " و", "probability": 0.71875}, {"start": 44.85, "end": 45.41, "word": " المختلفة", "probability": 0.9759521484375}, {"start": 45.41, "end": 45.79, "word": " كتير", "probability": 0.81396484375}, {"start": 45.79, "end": 46.37, "word": " بتستخدم", "probability": 0.9185791015625}, {"start": 46.37, "end": 46.95, "word": " الأتنين", "probability": 0.73876953125}, {"start": 46.95, "end": 47.13, "word": " هدول", "probability": 0.8142903645833334}, {"start": 47.13, "end": 47.29, "word": " مع", "probability": 0.98974609375}, {"start": 47.29, "end": 47.59, "word": " بعض", "probability": 0.994140625}], "temperature": 1.0}, {"id": 3, "seek": 7289, "start": 48.01, "end": 72.89, "text": "ليش كتير بيستخدموا مع بعض؟ لأنه فعلا هم يعني أخدوا قوة هذا مع قوة هذا وعملولنا powerful expert system ففي حين أنه neural network هي low level computational structures بمعنى إن هي عاملة زي ال .. ال computer لما بشتغل مع ال hardware هو قوي جدا لكن هو low level انت مش فاهم إيش اللي بيعمله بالظبط فهو بتعامل مع", "tokens": [20292, 8592, 9122, 2655, 13546, 4724, 1829, 14851, 9778, 40448, 14407, 20449, 45030, 11242, 22807, 5296, 33456, 3224, 6156, 3615, 15040, 8032, 2304, 37495, 22653, 5551, 9778, 3215, 14407, 12174, 2407, 3660, 23758, 20449, 12174, 2407, 3660, 23758, 4032, 25957, 1211, 12610, 8315, 4005, 5844, 1185, 6156, 41185, 11331, 9957, 14739, 3224, 18161, 3209, 39896, 2295, 1496, 28270, 9227, 4724, 2304, 3615, 1863, 7578, 36145, 39896, 6225, 10943, 37977, 30767, 1829, 2423, 4386, 2423, 3820, 5296, 15042, 4724, 8592, 2655, 17082, 1211, 20449, 2423, 8837, 31439, 12174, 45865, 10874, 28259, 44381, 31439, 2295, 1496, 16472, 2655, 37893, 6156, 995, 16095, 11933, 1829, 8592, 13672, 1829, 4724, 1829, 25957, 43761, 20666, 19913, 3555, 9566, 6156, 3224, 2407, 39894, 3615, 10943, 1211, 20449], "avg_logprob": -0.13460553071049394, "compression_ratio": 1.6089965397923875, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 48.01, "end": 48.29, "word": "ليش", "probability": 0.8095703125}, {"start": 48.29, "end": 48.51, "word": " كتير", "probability": 0.8751627604166666}, {"start": 48.51, "end": 48.93, "word": " بيستخدموا", "probability": 0.970703125}, {"start": 48.93, "end": 49.03, "word": " مع", "probability": 0.9892578125}, {"start": 49.03, "end": 49.33, "word": " بعض؟", "probability": 0.7833658854166666}, {"start": 49.33, "end": 49.65, "word": " لأنه", "probability": 0.7706705729166666}, {"start": 49.65, "end": 49.89, "word": " فعلا", "probability": 0.9358723958333334}, {"start": 49.89, "end": 50.13, "word": " هم", "probability": 0.8212890625}, {"start": 50.13, "end": 51.37, "word": " يعني", "probability": 0.68994140625}, {"start": 51.37, "end": 51.79, "word": " أخدوا", "probability": 0.9410400390625}, {"start": 51.79, "end": 52.11, "word": " قوة", "probability": 0.9401041666666666}, {"start": 52.11, "end": 52.31, "word": " هذا", "probability": 0.61083984375}, {"start": 52.31, "end": 52.49, "word": " مع", "probability": 0.9296875}, {"start": 52.49, "end": 53.25, "word": " قوة", "probability": 0.9830729166666666}, {"start": 53.25, "end": 53.53, "word": " هذا", "probability": 0.81396484375}, {"start": 53.53, "end": 55.07, "word": " وعملولنا", "probability": 0.887109375}, {"start": 55.07, "end": 55.79, "word": " powerful", "probability": 0.75}, {"start": 55.79, "end": 56.67, "word": " expert", "probability": 0.87548828125}, {"start": 56.67, "end": 57.17, "word": " system", "probability": 0.9599609375}, {"start": 57.17, "end": 58.27, "word": " ففي", "probability": 0.96044921875}, {"start": 58.27, "end": 58.51, "word": " حين", "probability": 0.990234375}, {"start": 58.51, "end": 58.77, "word": " أنه", "probability": 0.539794921875}, {"start": 58.77, "end": 58.97, "word": " neural", "probability": 0.8759765625}, {"start": 58.97, "end": 59.47, "word": " network", "probability": 0.96435546875}, {"start": 59.47, "end": 59.91, "word": " هي", "probability": 0.94921875}, {"start": 59.91, "end": 60.35, "word": " low", "probability": 0.9638671875}, {"start": 60.35, "end": 60.67, "word": " level", "probability": 0.75732421875}, {"start": 60.67, "end": 61.31, "word": " computational", "probability": 0.986328125}, {"start": 61.31, "end": 62.47, "word": " structures", "probability": 0.796875}, {"start": 62.47, "end": 63.51, "word": " بمعنى", "probability": 0.979296875}, {"start": 63.51, "end": 63.61, "word": " إن", "probability": 0.477783203125}, {"start": 63.61, "end": 63.73, "word": " هي", "probability": 0.70703125}, {"start": 63.73, "end": 64.05, "word": " عاملة", "probability": 0.9970703125}, {"start": 64.05, "end": 64.47, "word": " زي", "probability": 0.985107421875}, {"start": 64.47, "end": 64.87, "word": " ال", "probability": 0.96240234375}, {"start": 64.87, "end": 64.87, "word": " ..", "probability": 0.56884765625}, {"start": 64.87, "end": 65.05, "word": " ال", "probability": 0.95263671875}, {"start": 65.05, "end": 65.61, "word": " computer", "probability": 0.6943359375}, {"start": 65.61, "end": 66.77, "word": " لما", "probability": 0.77392578125}, {"start": 66.77, "end": 67.11, "word": " بشتغل", "probability": 0.92822265625}, {"start": 67.11, "end": 67.25, "word": " مع", "probability": 0.99609375}, {"start": 67.25, "end": 67.37, "word": " ال", "probability": 0.9658203125}, {"start": 67.37, "end": 67.81, "word": " hardware", "probability": 0.95751953125}, {"start": 67.81, "end": 68.25, "word": " هو", "probability": 0.87060546875}, {"start": 68.25, "end": 68.57, "word": " قوي", "probability": 0.86181640625}, {"start": 68.57, "end": 68.93, "word": " جدا", "probability": 0.996337890625}, {"start": 68.93, "end": 69.53, "word": " لكن", "probability": 0.82080078125}, {"start": 69.53, "end": 69.79, "word": " هو", "probability": 0.99072265625}, {"start": 69.79, "end": 69.95, "word": " low", "probability": 0.98486328125}, {"start": 69.95, "end": 70.31, "word": " level", "probability": 0.96630859375}, {"start": 70.31, "end": 70.63, "word": " انت", "probability": 0.7078857421875}, {"start": 70.63, "end": 70.77, "word": " مش", "probability": 0.990234375}, {"start": 70.77, "end": 70.99, "word": " فاهم", "probability": 0.9851888020833334}, {"start": 70.99, "end": 71.15, "word": " إيش", "probability": 0.8351236979166666}, {"start": 71.15, "end": 71.27, "word": " اللي", "probability": 0.989501953125}, {"start": 71.27, "end": 71.59, "word": " بيعمله", "probability": 0.858642578125}, {"start": 71.59, "end": 71.99, "word": " بالظبط", "probability": 0.9886474609375}, {"start": 71.99, "end": 72.35, "word": " فهو", "probability": 0.9225260416666666}, {"start": 72.35, "end": 72.71, "word": " بتعامل", "probability": 0.93310546875}, {"start": 72.71, "end": 72.89, "word": " مع", "probability": 0.99658203125}], "temperature": 1.0}, {"id": 4, "seek": 9578, "start": 73.5, "end": 95.78, "text": "قيم غير مفهومة بالنسبالنا فبنسميه low level computational structure زي ال low level language تمام في المقابل ال fuzzy لأ هو ال fuzzy بتعامل الحقيقة ك high level high level بالنسبالى مين بالنسبالى ال human ليش لأنه ال rules بتبعته انا بعطيها input و باخد منها output مفهومة بقدر", "tokens": [4587, 32640, 32771, 13546, 3714, 5172, 3224, 20498, 3660, 20666, 1863, 35457, 6027, 8315, 6156, 3555, 1863, 38251, 1829, 3224, 2295, 1496, 28270, 3877, 30767, 1829, 2423, 2295, 1496, 2856, 46811, 10943, 8978, 9673, 4587, 16758, 1211, 2423, 34710, 5296, 10721, 31439, 2423, 34710, 39894, 3615, 10943, 1211, 21542, 38436, 28671, 9122, 1090, 1496, 1090, 1496, 20666, 1863, 35457, 6027, 7578, 3714, 9957, 20666, 1863, 35457, 6027, 7578, 2423, 1952, 32239, 8592, 5296, 33456, 3224, 2423, 4474, 39894, 3555, 34268, 3224, 1975, 8315, 4724, 3615, 9566, 1829, 11296, 4846, 4032, 4724, 47283, 3215, 9154, 11296, 5598, 3714, 5172, 3224, 20498, 3660, 4724, 28543, 2288], "avg_logprob": -0.19836309183211553, "compression_ratio": 1.7415254237288136, "no_speech_prob": 2.682209014892578e-06, "words": [{"start": 73.5, "end": 74.18, "word": "قيم", "probability": 0.725341796875}, {"start": 74.18, "end": 75.26, "word": " غير", "probability": 0.988037109375}, {"start": 75.26, "end": 75.82, "word": " مفهومة", "probability": 0.987890625}, {"start": 75.82, "end": 76.42, "word": " بالنسبالنا", "probability": 0.9638671875}, {"start": 76.42, "end": 77.0, "word": " فبنسميه", "probability": 0.8136393229166666}, {"start": 77.0, "end": 77.12, "word": " low", "probability": 0.79150390625}, {"start": 77.12, "end": 77.42, "word": " level", "probability": 0.69482421875}, {"start": 77.42, "end": 78.8, "word": " computational", "probability": 0.97509765625}, {"start": 78.8, "end": 79.7, "word": " structure", "probability": 0.40087890625}, {"start": 79.7, "end": 80.02, "word": " زي", "probability": 0.962646484375}, {"start": 80.02, "end": 80.32, "word": " ال", "probability": 0.40234375}, {"start": 80.32, "end": 80.48, "word": " low", "probability": 0.931640625}, {"start": 80.48, "end": 80.76, "word": " level", "probability": 0.8828125}, {"start": 80.76, "end": 81.34, "word": " language", "probability": 0.90869140625}, {"start": 81.34, "end": 81.96, "word": " تمام", "probability": 0.837646484375}, {"start": 81.96, "end": 82.62, "word": " في", "probability": 0.3203125}, {"start": 82.62, "end": 83.3, "word": " المقابل", "probability": 0.9954833984375}, {"start": 83.3, "end": 83.78, "word": " ال", "probability": 0.55810546875}, {"start": 83.78, "end": 84.12, "word": " fuzzy", "probability": 0.97900390625}, {"start": 84.12, "end": 84.6, "word": " لأ", "probability": 0.935546875}, {"start": 84.6, "end": 84.74, "word": " هو", "probability": 0.978515625}, {"start": 84.74, "end": 84.9, "word": " ال", "probability": 0.7568359375}, {"start": 84.9, "end": 85.2, "word": " fuzzy", "probability": 0.98388671875}, {"start": 85.2, "end": 86.0, "word": " بتعامل", "probability": 0.9730224609375}, {"start": 86.0, "end": 86.42, "word": " الحقيقة", "probability": 0.97314453125}, {"start": 86.42, "end": 86.74, "word": " ك", "probability": 0.84521484375}, {"start": 86.74, "end": 86.96, "word": " high", "probability": 0.779296875}, {"start": 86.96, "end": 87.26, "word": " level", "probability": 0.96533203125}, {"start": 87.26, "end": 87.66, "word": " high", "probability": 0.8544921875}, {"start": 87.66, "end": 87.9, "word": " level", "probability": 0.98486328125}, {"start": 87.9, "end": 88.36, "word": " بالنسبالى", "probability": 0.7363525390625}, {"start": 88.36, "end": 88.46, "word": " مين", "probability": 0.913818359375}, {"start": 88.46, "end": 88.86, "word": " بالنسبالى", "probability": 0.86220703125}, {"start": 88.86, "end": 88.96, "word": " ال", "probability": 0.88427734375}, {"start": 88.96, "end": 89.22, "word": " human", "probability": 0.931640625}, {"start": 89.22, "end": 89.76, "word": " ليش", "probability": 0.658935546875}, {"start": 89.76, "end": 90.2, "word": " لأنه", "probability": 0.633056640625}, {"start": 90.2, "end": 91.0, "word": " ال", "probability": 0.984375}, {"start": 91.0, "end": 91.28, "word": " rules", "probability": 0.75244140625}, {"start": 91.28, "end": 91.68, "word": " بتبعته", "probability": 0.62054443359375}, {"start": 91.68, "end": 91.78, "word": " انا", "probability": 0.682861328125}, {"start": 91.78, "end": 92.14, "word": " بعطيها", "probability": 0.88935546875}, {"start": 92.14, "end": 92.5, "word": " input", "probability": 0.98583984375}, {"start": 92.5, "end": 92.8, "word": " و", "probability": 0.56494140625}, {"start": 92.8, "end": 93.46, "word": " باخد", "probability": 0.81591796875}, {"start": 93.46, "end": 93.68, "word": " منها", "probability": 0.9931640625}, {"start": 93.68, "end": 94.2, "word": " output", "probability": 0.98828125}, {"start": 94.2, "end": 95.18, "word": " مفهومة", "probability": 0.96083984375}, {"start": 95.18, "end": 95.78, "word": " بقدر", "probability": 0.9677734375}], "temperature": 1.0}, {"id": 5, "seek": 12471, "start": 96.69, "end": 124.71, "text": "أتفهم معاه و بقدر أفهمها و بنقدر نعمل ال explanation عندما نصل لل output تبعها فهذه بتشتغل high level و بتكون جيانة البيانات تبعتنا من ال domain experts أو ال human experts اللي .. اللي هم الخبراء بينما في ال neural network بتكون جاية من raw data من raw data ال raw data هي بيانات غير مفهومة عادة ولكن مرتبطة ببعضها بطريقة معينة فهذه اللي هي ال data set الحقيقة اللي بنستخدمها", "tokens": [10721, 2655, 5172, 16095, 20449, 40294, 4032, 4724, 28543, 2288, 5551, 5172, 16095, 11296, 4032, 44945, 28543, 2288, 8717, 25957, 1211, 2423, 10835, 43242, 15042, 8717, 36520, 24976, 5598, 6055, 3555, 3615, 11296, 6156, 3224, 24192, 39894, 8592, 2655, 17082, 1211, 1090, 1496, 4032, 39894, 30544, 10874, 1829, 7649, 3660, 2423, 21292, 7649, 9307, 6055, 3555, 34268, 8315, 9154, 2423, 9274, 8572, 34051, 2423, 1952, 8572, 13672, 1829, 4386, 13672, 1829, 8032, 2304, 33962, 26890, 16606, 49374, 15042, 8978, 2423, 18161, 3209, 39894, 30544, 10874, 995, 10632, 9154, 8936, 1412, 9154, 8936, 1412, 2423, 8936, 1412, 39896, 4724, 1829, 7649, 9307, 32771, 13546, 3714, 5172, 3224, 20498, 3660, 6225, 18513, 3660, 35525, 19452, 3714, 43500, 3555, 9566, 3660, 4724, 3555, 3615, 11242, 11296, 4724, 9566, 16572, 28671, 20449, 9957, 3660, 6156, 3224, 24192, 13672, 1829, 39896, 2423, 1412, 992, 21542, 38436, 28671, 13672, 1829, 44945, 14851, 9778, 40448, 11296], "avg_logprob": -0.11885416761040687, "compression_ratio": 1.8401253918495297, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 96.69, "end": 97.21, "word": "أتفهم", "probability": 0.9188232421875}, {"start": 97.21, "end": 97.51, "word": " معاه", "probability": 0.825927734375}, {"start": 97.51, "end": 97.59, "word": " و", "probability": 0.430419921875}, {"start": 97.59, "end": 97.83, "word": " بقدر", "probability": 0.8987630208333334}, {"start": 97.83, "end": 98.31, "word": " أفهمها", "probability": 0.9329833984375}, {"start": 98.31, "end": 98.55, "word": " و", "probability": 0.87646484375}, {"start": 98.55, "end": 98.85, "word": " بنقدر", "probability": 0.8917643229166666}, {"start": 98.85, "end": 99.39, "word": " نعمل", "probability": 0.9554036458333334}, {"start": 99.39, "end": 99.51, "word": " ال", "probability": 0.6494140625}, {"start": 99.51, "end": 100.11, "word": " explanation", "probability": 0.61669921875}, {"start": 100.11, "end": 100.71, "word": " عندما", "probability": 0.501220703125}, {"start": 100.71, "end": 100.97, "word": " نصل", "probability": 0.952880859375}, {"start": 100.97, "end": 101.13, "word": " لل", "probability": 0.8603515625}, {"start": 101.13, "end": 101.35, "word": " output", "probability": 0.97265625}, {"start": 101.35, "end": 101.87, "word": " تبعها", "probability": 0.8604736328125}, {"start": 101.87, "end": 102.91, "word": " فهذه", "probability": 0.7503255208333334}, {"start": 102.91, "end": 103.45, "word": " بتشتغل", "probability": 0.9583984375}, {"start": 103.45, "end": 103.87, "word": " high", "probability": 0.9072265625}, {"start": 103.87, "end": 104.21, "word": " level", "probability": 0.9072265625}, {"start": 104.21, "end": 104.53, "word": " و", "probability": 0.7919921875}, {"start": 104.53, "end": 104.91, "word": " بتكون", "probability": 0.96630859375}, {"start": 104.91, "end": 105.69, "word": " جيانة", "probability": 0.78350830078125}, {"start": 105.69, "end": 106.51, "word": " البيانات", "probability": 0.9388427734375}, {"start": 106.51, "end": 107.15, "word": " تبعتنا", "probability": 0.9432373046875}, {"start": 107.15, "end": 107.67, "word": " من", "probability": 0.9892578125}, {"start": 107.67, "end": 108.07, "word": " ال", "probability": 0.98193359375}, {"start": 108.07, "end": 108.43, "word": " domain", "probability": 0.96142578125}, {"start": 108.43, "end": 109.01, "word": " experts", "probability": 0.9482421875}, {"start": 109.01, "end": 109.41, "word": " أو", "probability": 0.65673828125}, {"start": 109.41, "end": 109.67, "word": " ال", "probability": 0.9755859375}, {"start": 109.67, "end": 109.93, "word": " human", "probability": 0.86328125}, {"start": 109.93, "end": 110.57, "word": " experts", "probability": 0.93603515625}, {"start": 110.57, "end": 111.71, "word": " اللي", "probability": 0.950439453125}, {"start": 111.71, "end": 111.71, "word": " ..", "probability": 0.493896484375}, {"start": 111.71, "end": 112.37, "word": " اللي", "probability": 0.986083984375}, {"start": 112.37, "end": 112.53, "word": " هم", "probability": 0.903564453125}, {"start": 112.53, "end": 113.09, "word": " الخبراء", "probability": 0.9573567708333334}, {"start": 113.09, "end": 113.61, "word": " بينما", "probability": 0.88330078125}, {"start": 113.61, "end": 113.77, "word": " في", "probability": 0.94482421875}, {"start": 113.77, "end": 113.81, "word": " ال", "probability": 0.7548828125}, {"start": 113.81, "end": 113.95, "word": " neural", "probability": 0.8447265625}, {"start": 113.95, "end": 114.31, "word": " network", "probability": 0.95166015625}, {"start": 114.31, "end": 114.61, "word": " بتكون", "probability": 0.969482421875}, {"start": 114.61, "end": 114.89, "word": " جاية", "probability": 0.9454752604166666}, {"start": 114.89, "end": 115.11, "word": " من", "probability": 0.98828125}, {"start": 115.11, "end": 115.45, "word": " raw", "probability": 0.8212890625}, {"start": 115.45, "end": 115.77, "word": " data", "probability": 0.982421875}, {"start": 115.77, "end": 116.23, "word": " من", "probability": 0.5458984375}, {"start": 116.23, "end": 116.43, "word": " raw", "probability": 0.80810546875}, {"start": 116.43, "end": 116.73, "word": " data", "probability": 0.974609375}, {"start": 116.73, "end": 117.15, "word": " ال", "probability": 0.3623046875}, {"start": 117.15, "end": 117.29, "word": " raw", "probability": 0.89501953125}, {"start": 117.29, "end": 117.47, "word": " data", "probability": 0.97509765625}, {"start": 117.47, "end": 117.75, "word": " هي", "probability": 0.92919921875}, {"start": 117.75, "end": 118.51, "word": " بيانات", "probability": 0.9833984375}, {"start": 118.51, "end": 118.69, "word": " غير", "probability": 0.997314453125}, {"start": 118.69, "end": 119.09, "word": " مفهومة", "probability": 0.98603515625}, {"start": 119.09, "end": 119.39, "word": " عادة", "probability": 0.9720052083333334}, {"start": 119.39, "end": 119.67, "word": " ولكن", "probability": 0.83056640625}, {"start": 119.67, "end": 120.17, "word": " مرتبطة", "probability": 0.992578125}, {"start": 120.17, "end": 120.51, "word": " ببعضها", "probability": 0.81708984375}, {"start": 120.51, "end": 120.81, "word": " بطريقة", "probability": 0.972412109375}, {"start": 120.81, "end": 121.37, "word": " معينة", "probability": 0.9934895833333334}, {"start": 121.37, "end": 121.83, "word": " فهذه", "probability": 0.8697916666666666}, {"start": 121.83, "end": 121.93, "word": " اللي", "probability": 0.984130859375}, {"start": 121.93, "end": 122.23, "word": " هي", "probability": 0.93896484375}, {"start": 122.23, "end": 122.67, "word": " ال", "probability": 0.93896484375}, {"start": 122.67, "end": 122.87, "word": " data", "probability": 0.892578125}, {"start": 122.87, "end": 123.29, "word": " set", "probability": 0.958984375}, {"start": 123.29, "end": 123.97, "word": " الحقيقة", "probability": 0.9705403645833334}, {"start": 123.97, "end": 124.07, "word": " اللي", "probability": 0.974609375}, {"start": 124.07, "end": 124.71, "word": " بنستخدمها", "probability": 0.9669921875}], "temperature": 1.0}, {"id": 6, "seek": 14432, "start": 124.96, "end": 144.32, "text": "تمام ف .. و في حين كمان انه ال fuzzy system الحقيقة عنده مشكلة في ال ability to learn بيقدرش يعدل نفسه مع ال new environment ما بيقدر يطور حاله في مقابلها on the other hand ال neural network بتقدر تدرب حالها", "tokens": [39237, 10943, 6156, 4386, 4032, 8978, 11331, 9957, 9122, 2304, 7649, 16472, 3224, 2423, 34710, 1185, 21542, 38436, 28671, 43242, 3224, 37893, 28820, 3660, 8978, 2423, 3485, 281, 1466, 4724, 1829, 28543, 2288, 8592, 37495, 3215, 1211, 8717, 36178, 3224, 20449, 2423, 777, 2823, 19446, 4724, 1829, 28543, 2288, 7251, 9566, 13063, 11331, 6027, 3224, 8978, 3714, 4587, 16758, 1211, 11296, 322, 264, 661, 1011, 2423, 18161, 3209, 39894, 28543, 2288, 6055, 3215, 25513, 11331, 6027, 11296], "avg_logprob": -0.10231369943955006, "compression_ratio": 1.5174129353233832, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 124.96, "end": 125.5, "word": "تمام", "probability": 0.8330078125}, {"start": 125.5, "end": 125.98, "word": " ف", "probability": 0.56787109375}, {"start": 125.98, "end": 126.16, "word": " ..", "probability": 0.76025390625}, {"start": 126.16, "end": 126.24, "word": " و", "probability": 0.9150390625}, {"start": 126.24, "end": 126.34, "word": " في", "probability": 0.806640625}, {"start": 126.34, "end": 126.6, "word": " حين", "probability": 0.99365234375}, {"start": 126.6, "end": 126.98, "word": " كمان", "probability": 0.9835611979166666}, {"start": 126.98, "end": 127.44, "word": " انه", "probability": 0.729248046875}, {"start": 127.44, "end": 127.84, "word": " ال", "probability": 0.9443359375}, {"start": 127.84, "end": 128.18, "word": " fuzzy", "probability": 0.89990234375}, {"start": 128.18, "end": 129.28, "word": " system", "probability": 0.9716796875}, {"start": 129.28, "end": 129.78, "word": " الحقيقة", "probability": 0.9664713541666666}, {"start": 129.78, "end": 130.28, "word": " عنده", "probability": 0.986572265625}, {"start": 130.28, "end": 130.64, "word": " مشكلة", "probability": 0.97998046875}, {"start": 130.64, "end": 130.74, "word": " في", "probability": 0.90185546875}, {"start": 130.74, "end": 130.78, "word": " ال", "probability": 0.91845703125}, {"start": 130.78, "end": 131.14, "word": " ability", "probability": 0.73291015625}, {"start": 131.14, "end": 131.38, "word": " to", "probability": 0.98876953125}, {"start": 131.38, "end": 131.74, "word": " learn", "probability": 0.986328125}, {"start": 131.74, "end": 133.08, "word": " بيقدرش", "probability": 0.90927734375}, {"start": 133.08, "end": 133.66, "word": " يعدل", "probability": 0.88623046875}, {"start": 133.66, "end": 134.56, "word": " نفسه", "probability": 0.9982096354166666}, {"start": 134.56, "end": 135.06, "word": " مع", "probability": 0.9921875}, {"start": 135.06, "end": 135.38, "word": " ال", "probability": 0.923828125}, {"start": 135.38, "end": 135.72, "word": " new", "probability": 0.9306640625}, {"start": 135.72, "end": 137.38, "word": " environment", "probability": 0.96240234375}, {"start": 137.38, "end": 137.78, "word": " ما", "probability": 0.6728515625}, {"start": 137.78, "end": 138.14, "word": " بيقدر", "probability": 0.9124755859375}, {"start": 138.14, "end": 138.98, "word": " يطور", "probability": 0.9869791666666666}, {"start": 138.98, "end": 139.42, "word": " حاله", "probability": 0.9925130208333334}, {"start": 139.42, "end": 139.88, "word": " في", "probability": 0.39501953125}, {"start": 139.88, "end": 140.62, "word": " مقابلها", "probability": 0.98642578125}, {"start": 140.62, "end": 140.92, "word": " on", "probability": 0.76513671875}, {"start": 140.92, "end": 141.04, "word": " the", "probability": 0.947265625}, {"start": 141.04, "end": 141.28, "word": " other", "probability": 0.90673828125}, {"start": 141.28, "end": 141.68, "word": " hand", "probability": 0.94677734375}, {"start": 141.68, "end": 142.2, "word": " ال", "probability": 0.8779296875}, {"start": 142.2, "end": 142.42, "word": " neural", "probability": 0.92041015625}, {"start": 142.42, "end": 142.92, "word": " network", "probability": 0.97802734375}, {"start": 142.92, "end": 143.36, "word": " بتقدر", "probability": 0.95458984375}, {"start": 143.36, "end": 143.76, "word": " تدرب", "probability": 0.8204752604166666}, {"start": 143.76, "end": 144.32, "word": " حالها", "probability": 0.9925130208333334}], "temperature": 1.0}, {"id": 7, "seek": 15997, "start": 145.09, "end": 159.97, "text": "بشكل واضح وتتكيف الحقيقة مع الظروف الجديدة بالاضافة إلى ذلك تركيب الأثنين مع بعض اللي هو linear and fuzzy system", "tokens": [3555, 8592, 28820, 4032, 46958, 5016, 34683, 2655, 4117, 33911, 21542, 38436, 28671, 20449, 6024, 116, 32887, 5172, 25724, 16254, 41891, 20666, 46958, 31845, 3660, 30731, 29910, 23275, 6055, 31747, 1829, 3555, 16247, 12984, 1863, 9957, 20449, 45030, 11242, 13672, 1829, 31439, 8213, 293, 34710, 1185], "avg_logprob": -0.24850398936170212, "compression_ratio": 1.2937062937062938, "no_speech_prob": 4.4286251068115234e-05, "words": [{"start": 145.09, "end": 145.71, "word": "بشكل", "probability": 0.9539388020833334}, {"start": 145.71, "end": 146.61, "word": " واضح", "probability": 0.9527994791666666}, {"start": 146.61, "end": 147.79, "word": " وتتكيف", "probability": 0.7607421875}, {"start": 147.79, "end": 148.45, "word": " الحقيقة", "probability": 0.9874674479166666}, {"start": 148.45, "end": 148.71, "word": " مع", "probability": 0.94677734375}, {"start": 148.71, "end": 151.87, "word": " الظروف", "probability": 0.904296875}, {"start": 151.87, "end": 153.93, "word": " الجديدة", "probability": 0.9703776041666666}, {"start": 153.93, "end": 155.07, "word": " بالاضافة", "probability": 0.8502197265625}, {"start": 155.07, "end": 155.21, "word": " إلى", "probability": 0.58740234375}, {"start": 155.21, "end": 155.61, "word": " ذلك", "probability": 0.993896484375}, {"start": 155.61, "end": 157.21, "word": " تركيب", "probability": 0.714691162109375}, {"start": 157.21, "end": 157.57, "word": " الأثنين", "probability": 0.735565185546875}, {"start": 157.57, "end": 157.69, "word": " مع", "probability": 0.85205078125}, {"start": 157.69, "end": 157.95, "word": " بعض", "probability": 0.994384765625}, {"start": 157.95, "end": 158.07, "word": " اللي", "probability": 0.5526123046875}, {"start": 158.07, "end": 158.31, "word": " هو", "probability": 0.955078125}, {"start": 158.31, "end": 158.61, "word": " linear", "probability": 0.3369140625}, {"start": 158.61, "end": 158.87, "word": " and", "probability": 0.457275390625}, {"start": 158.87, "end": 159.17, "word": " fuzzy", "probability": 0.91552734375}, {"start": 159.17, "end": 159.97, "word": " system", "probability": 0.9541015625}], "temperature": 1.0}, {"id": 8, "seek": 18909, "start": 161.83, "end": 189.09, "text": "combination بينهم بين بعض عملت combine ل ال parallel computation مع ال learning abilities اللي هي جايانة من neural network مع ال human-like knowledge representation مع فكرة ان انا بدخل البيانات زي ما احنا بنتكلم زي ما احنا بنقول هو انا فاهم اش اللي بدخله وفاهمين كيف بدو يتم الموضوع داخلها فبتم بشكل انه ال .. زي ما قلنا ال knowledge representation واضحة human-like", "tokens": [38763, 2486, 49374, 16095, 49374, 45030, 11242, 6225, 42213, 2655, 10432, 5296, 2423, 8952, 24903, 20449, 2423, 2539, 11582, 13672, 1829, 39896, 10874, 47302, 7649, 3660, 9154, 18161, 3209, 20449, 2423, 1952, 12, 4092, 3601, 10290, 20449, 6156, 4117, 25720, 16472, 1975, 8315, 47525, 9778, 1211, 2423, 21292, 7649, 9307, 30767, 1829, 19446, 1975, 5016, 8315, 44945, 2655, 4117, 19528, 30767, 1829, 19446, 1975, 5016, 8315, 44945, 39648, 31439, 1975, 8315, 6156, 995, 16095, 1975, 8592, 13672, 1829, 47525, 9778, 43761, 4032, 5172, 995, 16095, 9957, 9122, 33911, 47525, 2407, 7251, 39237, 9673, 2407, 11242, 45367, 11778, 47283, 1211, 11296, 6156, 3555, 39237, 4724, 8592, 28820, 16472, 3224, 2423, 4386, 30767, 1829, 19446, 12174, 1211, 8315, 2423, 3601, 10290, 4032, 46958, 5016, 3660, 1952, 12, 4092], "avg_logprob": -0.14677657668046126, "compression_ratio": 1.8865248226950355, "no_speech_prob": 0.0, "words": [{"start": 161.83, "end": 162.59, "word": "combination", "probability": 0.6690673828125}, {"start": 162.59, "end": 163.35, "word": " بينهم", "probability": 0.690673828125}, {"start": 163.35, "end": 163.51, "word": " بين", "probability": 0.413818359375}, {"start": 163.51, "end": 163.83, "word": " بعض", "probability": 0.96484375}, {"start": 163.83, "end": 164.39, "word": " عملت", "probability": 0.9498697916666666}, {"start": 164.39, "end": 165.09, "word": " combine", "probability": 0.64208984375}, {"start": 165.09, "end": 165.47, "word": " ل", "probability": 0.642578125}, {"start": 165.47, "end": 165.69, "word": " ال", "probability": 0.475830078125}, {"start": 165.69, "end": 165.97, "word": " parallel", "probability": 0.83203125}, {"start": 165.97, "end": 166.65, "word": " computation", "probability": 0.92431640625}, {"start": 166.65, "end": 167.57, "word": " مع", "probability": 0.9677734375}, {"start": 167.57, "end": 168.25, "word": " ال", "probability": 0.9384765625}, {"start": 168.25, "end": 168.71, "word": " learning", "probability": 0.95703125}, {"start": 168.71, "end": 169.65, "word": " abilities", "probability": 0.88427734375}, {"start": 169.65, "end": 170.19, "word": " اللي", "probability": 0.899658203125}, {"start": 170.19, "end": 170.33, "word": " هي", "probability": 0.8642578125}, {"start": 170.33, "end": 170.65, "word": " جايانة", "probability": 0.8470458984375}, {"start": 170.65, "end": 170.75, "word": " من", "probability": 0.994140625}, {"start": 170.75, "end": 170.93, "word": " neural", "probability": 0.7958984375}, {"start": 170.93, "end": 171.41, "word": " network", "probability": 0.919921875}, {"start": 171.41, "end": 171.75, "word": " مع", "probability": 0.9716796875}, {"start": 171.75, "end": 172.17, "word": " ال", "probability": 0.95654296875}, {"start": 172.17, "end": 172.47, "word": " human", "probability": 0.904296875}, {"start": 172.47, "end": 172.87, "word": "-like", "probability": 0.76513671875}, {"start": 172.87, "end": 173.31, "word": " knowledge", "probability": 0.91943359375}, {"start": 173.31, "end": 174.25, "word": " representation", "probability": 0.9306640625}, {"start": 174.25, "end": 174.83, "word": " مع", "probability": 0.92041015625}, {"start": 174.83, "end": 175.45, "word": " فكرة", "probability": 0.9833984375}, {"start": 175.45, "end": 175.61, "word": " ان", "probability": 0.32958984375}, {"start": 175.61, "end": 175.81, "word": " انا", "probability": 0.755615234375}, {"start": 175.81, "end": 176.19, "word": " بدخل", "probability": 0.9576822916666666}, {"start": 176.19, "end": 176.73, "word": " البيانات", "probability": 0.9041748046875}, {"start": 176.73, "end": 176.91, "word": " زي", "probability": 0.991455078125}, {"start": 176.91, "end": 176.99, "word": " ما", "probability": 0.95556640625}, {"start": 176.99, "end": 177.09, "word": " احنا", "probability": 0.9197591145833334}, {"start": 177.09, "end": 177.61, "word": " بنتكلم", "probability": 0.933837890625}, {"start": 177.61, "end": 178.11, "word": " زي", "probability": 0.94873046875}, {"start": 178.11, "end": 178.21, "word": " ما", "probability": 0.978515625}, {"start": 178.21, "end": 178.33, "word": " احنا", "probability": 0.9300130208333334}, {"start": 178.33, "end": 178.63, "word": " بنقول", "probability": 0.939208984375}, {"start": 178.63, "end": 178.79, "word": " هو", "probability": 0.96240234375}, {"start": 178.79, "end": 178.89, "word": " انا", "probability": 0.849853515625}, {"start": 178.89, "end": 179.15, "word": " فاهم", "probability": 0.98974609375}, {"start": 179.15, "end": 179.29, "word": " اش", "probability": 0.541015625}, {"start": 179.29, "end": 179.37, "word": " اللي", "probability": 0.926025390625}, {"start": 179.37, "end": 179.83, "word": " بدخله", "probability": 0.9793294270833334}, {"start": 179.83, "end": 181.25, "word": " وفاهمين", "probability": 0.86171875}, {"start": 181.25, "end": 181.43, "word": " كيف", "probability": 0.9677734375}, {"start": 181.43, "end": 181.63, "word": " بدو", "probability": 0.62744140625}, {"start": 181.63, "end": 181.89, "word": " يتم", "probability": 0.78466796875}, {"start": 181.89, "end": 182.39, "word": " الموضوع", "probability": 0.998046875}, {"start": 182.39, "end": 183.09, "word": " داخلها", "probability": 0.9852294921875}, {"start": 183.09, "end": 184.07, "word": " فبتم", "probability": 0.9329427083333334}, {"start": 184.07, "end": 184.85, "word": " بشكل", "probability": 0.9773763020833334}, {"start": 184.85, "end": 185.29, "word": " انه", "probability": 0.74169921875}, {"start": 185.29, "end": 185.71, "word": " ال", "probability": 0.83447265625}, {"start": 185.71, "end": 185.93, "word": " ..", "probability": 0.69873046875}, {"start": 185.93, "end": 186.03, "word": " زي", "probability": 0.986572265625}, {"start": 186.03, "end": 186.09, "word": " ما", "probability": 0.896484375}, {"start": 186.09, "end": 186.43, "word": " قلنا", "probability": 0.8517252604166666}, {"start": 186.43, "end": 186.83, "word": " ال", "probability": 0.9365234375}, {"start": 186.83, "end": 187.05, "word": " knowledge", "probability": 0.9248046875}, {"start": 187.05, "end": 187.81, "word": " representation", "probability": 0.90380859375}, {"start": 187.81, "end": 188.41, "word": " واضحة", "probability": 0.9639892578125}, {"start": 188.41, "end": 188.67, "word": " human", "probability": 0.91943359375}, {"start": 188.67, "end": 189.09, "word": "-like", "probability": 0.90087890625}], "temperature": 1.0}, {"id": 9, "seek": 21779, "start": 189.25, "end": 217.79, "text": "بالإضافة له ال explanation abilities of fuzzy systems بقدر أشرح ليش طلع ال output بهذا الشكل كويس فكنتيجة أصبح ال neural network more transparent أكثر شفافية بمعنى صار أكثر وضوحا أن أنا بقدر أخد و أفهم كيف طلع ال output من ال input تبعه و في المقابل الفuzzy أصبحت عندها القدرة على التعلم عندها القدرة على التعلم لأي تغيير حدث عندها", "tokens": [3555, 6027, 28814, 11242, 31845, 3660, 46740, 2423, 10835, 11582, 295, 34710, 3652, 4724, 28543, 2288, 5551, 46309, 5016, 32239, 8592, 23032, 1211, 3615, 2423, 5598, 39627, 15730, 25124, 28820, 9122, 45865, 3794, 6156, 4117, 29399, 1829, 7435, 3660, 5551, 9381, 49628, 2423, 18161, 3209, 544, 12737, 5551, 4117, 49115, 13412, 5172, 31845, 10632, 4724, 2304, 3615, 1863, 7578, 20328, 9640, 5551, 4117, 49115, 4032, 11242, 2407, 5016, 995, 14739, 41850, 4724, 28543, 2288, 5551, 9778, 3215, 4032, 5551, 5172, 16095, 9122, 33911, 23032, 1211, 3615, 2423, 5598, 9154, 2423, 4846, 6055, 3555, 3615, 3224, 4032, 8978, 9673, 4587, 16758, 1211, 27188, 30601, 5551, 9381, 3555, 33753, 43242, 11296, 25062, 3215, 25720, 15844, 16712, 3615, 19528, 43242, 11296, 25062, 3215, 25720, 15844, 16712, 3615, 19528, 5296, 10721, 1829, 6055, 17082, 1829, 13546, 11331, 3215, 12984, 43242, 11296], "avg_logprob": -0.10943161534226459, "compression_ratio": 1.7713310580204777, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 189.25, "end": 190.17, "word": "بالإضافة", "probability": 0.9175618489583334}, {"start": 190.17, "end": 190.37, "word": " له", "probability": 0.1959228515625}, {"start": 190.37, "end": 190.47, "word": " ال", "probability": 0.7021484375}, {"start": 190.47, "end": 190.87, "word": " explanation", "probability": 0.7431640625}, {"start": 190.87, "end": 191.69, "word": " abilities", "probability": 0.7392578125}, {"start": 191.69, "end": 192.45, "word": " of", "probability": 0.92578125}, {"start": 192.45, "end": 193.13, "word": " fuzzy", "probability": 0.78076171875}, {"start": 193.13, "end": 193.77, "word": " systems", "probability": 0.91552734375}, {"start": 193.77, "end": 194.29, "word": " بقدر", "probability": 0.93994140625}, {"start": 194.29, "end": 194.97, "word": " أشرح", "probability": 0.9319661458333334}, {"start": 194.97, "end": 195.45, "word": " ليش", "probability": 0.929931640625}, {"start": 195.45, "end": 195.71, "word": " طلع", "probability": 0.9874674479166666}, {"start": 195.71, "end": 195.83, "word": " ال", "probability": 0.96142578125}, {"start": 195.83, "end": 196.09, "word": " output", "probability": 0.9892578125}, {"start": 196.09, "end": 196.47, "word": " بهذا", "probability": 0.94189453125}, {"start": 196.47, "end": 196.83, "word": " الشكل", "probability": 0.99365234375}, {"start": 196.83, "end": 197.95, "word": " كويس", "probability": 0.89013671875}, {"start": 197.95, "end": 199.13, "word": " فكنتيجة", "probability": 0.8268229166666666}, {"start": 199.13, "end": 199.93, "word": " أصبح", "probability": 0.9850260416666666}, {"start": 199.93, "end": 200.41, "word": " ال", "probability": 0.66748046875}, {"start": 200.41, "end": 200.61, "word": " neural", "probability": 0.8955078125}, {"start": 200.61, "end": 201.19, "word": " network", "probability": 0.962890625}, {"start": 201.19, "end": 201.71, "word": " more", "probability": 0.9208984375}, {"start": 201.71, "end": 202.71, "word": " transparent", "probability": 0.90869140625}, {"start": 202.71, "end": 203.27, "word": " أكثر", "probability": 0.82275390625}, {"start": 203.27, "end": 203.79, "word": " شفافية", "probability": 0.9833984375}, {"start": 203.79, "end": 204.21, "word": " بمعنى", "probability": 0.92626953125}, {"start": 204.21, "end": 204.59, "word": " صار", "probability": 0.7003173828125}, {"start": 204.59, "end": 205.01, "word": " أكثر", "probability": 0.9031575520833334}, {"start": 205.01, "end": 205.69, "word": " وضوحا", "probability": 0.96923828125}, {"start": 205.69, "end": 206.37, "word": " أن", "probability": 0.322021484375}, {"start": 206.37, "end": 206.53, "word": " أنا", "probability": 0.86376953125}, {"start": 206.53, "end": 206.91, "word": " بقدر", "probability": 0.98779296875}, {"start": 206.91, "end": 207.77, "word": " أخد", "probability": 0.8601888020833334}, {"start": 207.77, "end": 208.05, "word": " و", "probability": 0.80126953125}, {"start": 208.05, "end": 208.43, "word": " أفهم", "probability": 0.9840494791666666}, {"start": 208.43, "end": 208.73, "word": " كيف", "probability": 0.961669921875}, {"start": 208.73, "end": 209.05, "word": " طلع", "probability": 0.97216796875}, {"start": 209.05, "end": 209.17, "word": " ال", "probability": 0.9560546875}, {"start": 209.17, "end": 209.41, "word": " output", "probability": 0.9853515625}, {"start": 209.41, "end": 209.63, "word": " من", "probability": 0.9931640625}, {"start": 209.63, "end": 209.75, "word": " ال", "probability": 0.9169921875}, {"start": 209.75, "end": 209.99, "word": " input", "probability": 0.982421875}, {"start": 209.99, "end": 210.43, "word": " تبعه", "probability": 0.931640625}, {"start": 210.43, "end": 211.15, "word": " و", "probability": 0.74658203125}, {"start": 211.15, "end": 211.43, "word": " في", "probability": 0.64208984375}, {"start": 211.43, "end": 211.95, "word": " المقابل", "probability": 0.9827880859375}, {"start": 211.95, "end": 212.33, "word": " الفuzzy", "probability": 0.832275390625}, {"start": 212.33, "end": 212.87, "word": " أصبحت", "probability": 0.9515380859375}, {"start": 212.87, "end": 213.19, "word": " عندها", "probability": 0.951904296875}, {"start": 213.19, "end": 213.53, "word": " القدرة", "probability": 0.9718424479166666}, {"start": 213.53, "end": 213.77, "word": " على", "probability": 0.919921875}, {"start": 213.77, "end": 214.75, "word": " التعلم", "probability": 0.9134114583333334}, {"start": 214.75, "end": 215.21, "word": " عندها", "probability": 0.873046875}, {"start": 215.21, "end": 215.47, "word": " القدرة", "probability": 0.9822591145833334}, {"start": 215.47, "end": 215.63, "word": " على", "probability": 0.93603515625}, {"start": 215.63, "end": 216.11, "word": " التعلم", "probability": 0.95556640625}, {"start": 216.11, "end": 216.53, "word": " لأي", "probability": 0.9461263020833334}, {"start": 216.53, "end": 217.07, "word": " تغيير", "probability": 0.973388671875}, {"start": 217.07, "end": 217.43, "word": " حدث", "probability": 0.9969075520833334}, {"start": 217.43, "end": 217.79, "word": " عندها", "probability": 0.993896484375}], "temperature": 1.0}, {"id": 10, "seek": 24372, "start": 218.46, "end": 243.72, "text": "تمام الفuzzy الحقيقة بيعتمد بشكل طبيعي انه هندربله ال if then rule تبعته الخاصة فيه الفuzzy تبعته فانا ممكن كمان اصل فيه لمرحلة انه نعطيله ال rules أساسا نبنيله ال rules من الأول و بنفس القيم المطلوبة اللي هو اذا متذكرين ال membership value او function اللي هي ال mu", "tokens": [39237, 10943, 27188, 30601, 21542, 38436, 28671, 4724, 1829, 34268, 2304, 3215, 4724, 8592, 28820, 23032, 21292, 3615, 1829, 16472, 3224, 8032, 41260, 25513, 43761, 2423, 498, 550, 4978, 6055, 3555, 34268, 3224, 33962, 33546, 3660, 8978, 3224, 27188, 30601, 6055, 3555, 34268, 3224, 6156, 7649, 995, 3714, 43020, 9122, 2304, 7649, 1975, 36520, 8978, 3224, 5296, 29973, 5016, 37977, 16472, 3224, 8717, 3615, 9566, 26895, 3224, 2423, 4474, 5551, 3794, 32277, 995, 8717, 3555, 22653, 43761, 2423, 4474, 9154, 16247, 12610, 4032, 44945, 36178, 25062, 32640, 9673, 9566, 1211, 37746, 3660, 13672, 1829, 31439, 1975, 15730, 44650, 8848, 37983, 9957, 2423, 16560, 2158, 1975, 2407, 2445, 13672, 1829, 39896, 2423, 2992], "avg_logprob": -0.16344026970652353, "compression_ratio": 1.72, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 218.46, "end": 219.28, "word": "تمام", "probability": 0.821044921875}, {"start": 219.28, "end": 222.52, "word": " الفuzzy", "probability": 0.58935546875}, {"start": 222.52, "end": 223.18, "word": " الحقيقة", "probability": 0.8328450520833334}, {"start": 223.18, "end": 223.62, "word": " بيعتمد", "probability": 0.94990234375}, {"start": 223.62, "end": 223.98, "word": " بشكل", "probability": 0.9807942708333334}, {"start": 223.98, "end": 224.58, "word": " طبيعي", "probability": 0.9586181640625}, {"start": 224.58, "end": 225.24, "word": " انه", "probability": 0.6778564453125}, {"start": 225.24, "end": 226.28, "word": " هندربله", "probability": 0.9166259765625}, {"start": 226.28, "end": 226.62, "word": " ال", "probability": 0.87548828125}, {"start": 226.62, "end": 226.82, "word": " if", "probability": 0.83056640625}, {"start": 226.82, "end": 227.12, "word": " then", "probability": 0.6728515625}, {"start": 227.12, "end": 227.54, "word": " rule", "probability": 0.86572265625}, {"start": 227.54, "end": 227.92, "word": " تبعته", "probability": 0.8133544921875}, {"start": 227.92, "end": 228.36, "word": " الخاصة", "probability": 0.8006184895833334}, {"start": 228.36, "end": 228.6, "word": " فيه", "probability": 0.947021484375}, {"start": 228.6, "end": 229.02, "word": " الفuzzy", "probability": 0.835205078125}, {"start": 229.02, "end": 229.38, "word": " تبعته", "probability": 0.972412109375}, {"start": 229.38, "end": 229.6, "word": " فانا", "probability": 0.89306640625}, {"start": 229.6, "end": 229.82, "word": " ممكن", "probability": 0.9716796875}, {"start": 229.82, "end": 230.08, "word": " كمان", "probability": 0.79638671875}, {"start": 230.08, "end": 230.4, "word": " اصل", "probability": 0.774169921875}, {"start": 230.4, "end": 230.76, "word": " فيه", "probability": 0.978271484375}, {"start": 230.76, "end": 231.24, "word": " لمرحلة", "probability": 0.882080078125}, {"start": 231.24, "end": 231.66, "word": " انه", "probability": 0.93701171875}, {"start": 231.66, "end": 232.7, "word": " نعطيله", "probability": 0.9306640625}, {"start": 232.7, "end": 234.48, "word": " ال", "probability": 0.60498046875}, {"start": 234.48, "end": 234.82, "word": " rules", "probability": 0.86962890625}, {"start": 234.82, "end": 235.58, "word": " أساسا", "probability": 0.865234375}, {"start": 235.58, "end": 235.98, "word": " نبنيله", "probability": 0.879150390625}, {"start": 235.98, "end": 236.08, "word": " ال", "probability": 0.84033203125}, {"start": 236.08, "end": 236.28, "word": " rules", "probability": 0.88037109375}, {"start": 236.28, "end": 236.5, "word": " من", "probability": 0.9951171875}, {"start": 236.5, "end": 236.88, "word": " الأول", "probability": 0.963134765625}, {"start": 236.88, "end": 237.42, "word": " و", "probability": 0.82470703125}, {"start": 237.42, "end": 238.04, "word": " بنفس", "probability": 0.9287109375}, {"start": 238.04, "end": 238.42, "word": " القيم", "probability": 0.9033203125}, {"start": 238.42, "end": 239.16, "word": " المطلوبة", "probability": 0.98857421875}, {"start": 239.16, "end": 239.38, "word": " اللي", "probability": 0.8837890625}, {"start": 239.38, "end": 239.58, "word": " هو", "probability": 0.97021484375}, {"start": 239.58, "end": 239.74, "word": " اذا", "probability": 0.61602783203125}, {"start": 239.74, "end": 240.34, "word": " متذكرين", "probability": 0.81103515625}, {"start": 240.34, "end": 240.46, "word": " ال", "probability": 0.9521484375}, {"start": 240.46, "end": 240.84, "word": " membership", "probability": 0.8125}, {"start": 240.84, "end": 241.84, "word": " value", "probability": 0.98388671875}, {"start": 241.84, "end": 242.24, "word": " او", "probability": 0.9111328125}, {"start": 242.24, "end": 242.7, "word": " function", "probability": 0.9169921875}, {"start": 242.7, "end": 243.24, "word": " اللي", "probability": 0.967529296875}, {"start": 243.24, "end": 243.38, "word": " هي", "probability": 0.94482421875}, {"start": 243.38, "end": 243.52, "word": " ال", "probability": 0.84814453125}, {"start": 243.52, "end": 243.72, "word": " mu", "probability": 0.1943359375}], "temperature": 1.0}, {"id": 11, "seek": 26829, "start": 244.03, "end": 268.29, "text": "قيم المنيو نفسها هنعدله إياها طبعا يوران اللي بتعمله الكلام هذا بحيث أنه تحسبله عملية ال determine membership functions for input and output variables of the system كويس فال expert بنقدر نقول أن هو ال structure للي نيورو fuzzy ال system جدر يطورلنا على ال fuzzy بحيث أنه بنقدر نبني ال rules بشكل", "tokens": [4587, 32640, 9673, 22653, 2407, 8717, 36178, 11296, 8032, 1863, 22488, 43761, 11933, 25528, 11296, 23032, 3555, 3615, 995, 7251, 13063, 7649, 13672, 1829, 39894, 25957, 43761, 2423, 28820, 10943, 23758, 4724, 5016, 1829, 12984, 14739, 3224, 6055, 5016, 35457, 43761, 6225, 42213, 10632, 2423, 6997, 16560, 6828, 337, 4846, 293, 5598, 9102, 295, 264, 1185, 9122, 45865, 3794, 6156, 6027, 5844, 44945, 28543, 2288, 8717, 39648, 14739, 31439, 2423, 3877, 5296, 20292, 8717, 1829, 13063, 2407, 34710, 2423, 1185, 10874, 3215, 2288, 7251, 9566, 13063, 1211, 8315, 15844, 2423, 34710, 4724, 5016, 1829, 12984, 14739, 3224, 44945, 28543, 2288, 8717, 3555, 22653, 2423, 4474, 4724, 8592, 28820], "avg_logprob": -0.23265481487326667, "compression_ratio": 1.6125461254612545, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 244.03, "end": 244.39, "word": "قيم", "probability": 0.693115234375}, {"start": 244.39, "end": 244.73, "word": " المنيو", "probability": 0.6114908854166666}, {"start": 244.73, "end": 245.23, "word": " نفسها", "probability": 0.9754231770833334}, {"start": 245.23, "end": 246.01, "word": " هنعدله", "probability": 0.64471435546875}, {"start": 246.01, "end": 246.41, "word": " إياها", "probability": 0.7469889322916666}, {"start": 246.41, "end": 246.75, "word": " طبعا", "probability": 0.897216796875}, {"start": 246.75, "end": 247.01, "word": " يوران", "probability": 0.53564453125}, {"start": 247.01, "end": 247.11, "word": " اللي", "probability": 0.74609375}, {"start": 247.11, "end": 247.45, "word": " بتعمله", "probability": 0.8790690104166666}, {"start": 247.45, "end": 247.77, "word": " الكلام", "probability": 0.9166666666666666}, {"start": 247.77, "end": 248.01, "word": " هذا", "probability": 0.7958984375}, {"start": 248.01, "end": 248.53, "word": " بحيث", "probability": 0.9698486328125}, {"start": 248.53, "end": 248.71, "word": " أنه", "probability": 0.693115234375}, {"start": 248.71, "end": 249.33, "word": " تحسبله", "probability": 0.967529296875}, {"start": 249.33, "end": 250.25, "word": " عملية", "probability": 0.9835611979166666}, {"start": 250.25, "end": 250.41, "word": " ال", "probability": 0.60302734375}, {"start": 250.41, "end": 250.69, "word": " determine", "probability": 0.1990966796875}, {"start": 250.69, "end": 251.49, "word": " membership", "probability": 0.671875}, {"start": 251.49, "end": 252.19, "word": " functions", "probability": 0.7548828125}, {"start": 252.19, "end": 252.89, "word": " for", "probability": 0.85595703125}, {"start": 252.89, "end": 253.19, "word": " input", "probability": 0.93994140625}, {"start": 253.19, "end": 253.43, "word": " and", "probability": 0.91552734375}, {"start": 253.43, "end": 253.81, "word": " output", "probability": 0.958984375}, {"start": 253.81, "end": 254.41, "word": " variables", "probability": 0.93310546875}, {"start": 254.41, "end": 254.77, "word": " of", "probability": 0.9072265625}, {"start": 254.77, "end": 255.01, "word": " the", "probability": 0.82568359375}, {"start": 255.01, "end": 255.75, "word": " system", "probability": 0.96240234375}, {"start": 255.75, "end": 256.39, "word": " كويس", "probability": 0.861328125}, {"start": 256.39, "end": 257.17, "word": " فال", "probability": 0.9140625}, {"start": 257.17, "end": 257.61, "word": " expert", "probability": 0.8837890625}, {"start": 257.61, "end": 258.21, "word": " بنقدر", "probability": 0.8876953125}, {"start": 258.21, "end": 258.45, "word": " نقول", "probability": 0.983154296875}, {"start": 258.45, "end": 258.59, "word": " أن", "probability": 0.654296875}, {"start": 258.59, "end": 258.97, "word": " هو", "probability": 0.7666015625}, {"start": 258.97, "end": 259.71, "word": " ال", "probability": 0.9619140625}, {"start": 259.71, "end": 260.17, "word": " structure", "probability": 0.87841796875}, {"start": 260.17, "end": 261.07, "word": " للي", "probability": 0.43524169921875}, {"start": 261.07, "end": 261.41, "word": " نيورو", "probability": 0.66961669921875}, {"start": 261.41, "end": 261.71, "word": " fuzzy", "probability": 0.82421875}, {"start": 261.71, "end": 261.97, "word": " ال", "probability": 0.417724609375}, {"start": 261.97, "end": 262.39, "word": " system", "probability": 0.96875}, {"start": 262.39, "end": 263.27, "word": " جدر", "probability": 0.94140625}, {"start": 263.27, "end": 263.97, "word": " يطورلنا", "probability": 0.8931640625}, {"start": 263.97, "end": 264.25, "word": " على", "probability": 0.88134765625}, {"start": 264.25, "end": 264.69, "word": " ال", "probability": 0.71533203125}, {"start": 264.69, "end": 265.25, "word": " fuzzy", "probability": 0.70458984375}, {"start": 265.25, "end": 265.81, "word": " بحيث", "probability": 0.9840087890625}, {"start": 265.81, "end": 265.99, "word": " أنه", "probability": 0.893798828125}, {"start": 265.99, "end": 266.39, "word": " بنقدر", "probability": 0.9269205729166666}, {"start": 266.39, "end": 266.73, "word": " نبني", "probability": 0.9747721354166666}, {"start": 266.73, "end": 267.33, "word": " ال", "probability": 0.9765625}, {"start": 267.33, "end": 267.63, "word": " rules", "probability": 0.85791015625}, {"start": 267.63, "end": 268.29, "word": " بشكل", "probability": 0.9908854166666666}], "temperature": 1.0}, {"id": 12, "seek": 27825, "start": 269.17, "end": 278.25, "text": "أكثر قوة و في نفس الوقت ال neural network كان neural network ان اعطتها input فاهمها ك human like knowledge تمام", "tokens": [10721, 4117, 49115, 12174, 2407, 3660, 4032, 8978, 8717, 36178, 2423, 30543, 2655, 2423, 18161, 3209, 25961, 18161, 3209, 16472, 1975, 3615, 9566, 2655, 11296, 4846, 6156, 995, 16095, 11296, 9122, 1952, 411, 3601, 46811, 10943], "avg_logprob": -0.20228040218353271, "compression_ratio": 1.2439024390243902, "no_speech_prob": 9.5367431640625e-07, "words": [{"start": 269.17, "end": 269.57, "word": "أكثر", "probability": 0.8458658854166666}, {"start": 269.57, "end": 270.05, "word": " قوة", "probability": 0.98779296875}, {"start": 270.05, "end": 270.39, "word": " و", "probability": 0.80810546875}, {"start": 270.39, "end": 270.49, "word": " في", "probability": 0.7783203125}, {"start": 270.49, "end": 270.69, "word": " نفس", "probability": 0.997314453125}, {"start": 270.69, "end": 271.19, "word": " الوقت", "probability": 0.99169921875}, {"start": 271.19, "end": 271.37, "word": " ال", "probability": 0.6181640625}, {"start": 271.37, "end": 271.57, "word": " neural", "probability": 0.61279296875}, {"start": 271.57, "end": 271.97, "word": " network", "probability": 0.97314453125}, {"start": 271.97, "end": 272.13, "word": " كان", "probability": 0.8837890625}, {"start": 272.13, "end": 272.33, "word": " neural", "probability": 0.44873046875}, {"start": 272.33, "end": 272.69, "word": " network", "probability": 0.9853515625}, {"start": 272.69, "end": 272.81, "word": " ان", "probability": 0.2247314453125}, {"start": 272.81, "end": 273.19, "word": " اعطتها", "probability": 0.82109375}, {"start": 273.19, "end": 273.57, "word": " input", "probability": 0.9853515625}, {"start": 273.57, "end": 274.31, "word": " فاهمها", "probability": 0.8607177734375}, {"start": 274.31, "end": 274.67, "word": " ك", "probability": 0.9140625}, {"start": 274.67, "end": 275.07, "word": " human", "probability": 0.8623046875}, {"start": 275.07, "end": 275.87, "word": " like", "probability": 0.62744140625}, {"start": 275.87, "end": 277.11, "word": " knowledge", "probability": 0.77392578125}, {"start": 277.11, "end": 278.25, "word": " تمام", "probability": 0.946044921875}], "temperature": 1.0}, {"id": 13, "seek": 30751, "start": 280.21, "end": 307.51, "text": "نفس الجثة كل اللي هيدور على ال .. هنعمل .. هنشتغل عليه ان ال structure كلها ال neuro fuzzy بدنا نبنيها و هي شبيهة جدا بال multilayer بال multilayer مافيش ده هنتكلم حاجات احنا هيك هيك هنشرحها هقول انه والله في عندي output layer في عندي input layer هنتكلم عن ال three hidden layers هنتكلم على انه بدنا نمثل ال membership functions و ال fuzzy rules كل هدول هنشتغلهم من خلال المثال اللي هنتكلم عنه طبعا", "tokens": [1863, 36178, 25724, 12984, 3660, 28242, 13672, 1829, 8032, 25708, 13063, 15844, 2423, 4386, 8032, 1863, 25957, 1211, 4386, 8032, 1863, 8592, 2655, 17082, 1211, 47356, 16472, 2423, 3877, 28242, 11296, 2423, 16499, 34710, 47525, 8315, 8717, 3555, 22653, 11296, 4032, 39896, 13412, 21292, 3224, 3660, 10874, 28259, 20666, 2120, 388, 11167, 20666, 2120, 388, 11167, 19446, 41185, 8592, 11778, 3224, 8032, 29399, 4117, 19528, 11331, 26108, 9307, 1975, 5016, 8315, 39896, 4117, 39896, 4117, 8032, 1863, 46309, 5016, 11296, 8032, 39648, 16472, 3224, 16070, 43761, 8978, 18871, 16254, 5598, 4583, 8978, 18871, 16254, 4846, 4583, 8032, 29399, 4117, 19528, 18871, 2423, 1045, 7633, 7914, 8032, 29399, 4117, 19528, 15844, 16472, 3224, 47525, 8315, 8717, 2304, 12984, 1211, 2423, 16560, 6828, 4032, 2423, 34710, 4474, 28242, 8032, 3215, 12610, 8032, 1863, 8592, 2655, 17082, 1211, 16095, 9154, 16490, 1211, 6027, 9673, 12984, 6027, 13672, 1829, 8032, 29399, 4117, 19528, 18871, 3224, 23032, 3555, 3615, 995], "avg_logprob": -0.16957131524880728, "compression_ratio": 1.9458598726114649, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 280.21000000000004, "end": 280.85, "word": "نفس", "probability": 0.7235107421875}, {"start": 280.85, "end": 281.49, "word": " الجثة", "probability": 0.88134765625}, {"start": 281.49, "end": 282.03, "word": " كل", "probability": 0.79150390625}, {"start": 282.03, "end": 282.19, "word": " اللي", "probability": 0.737060546875}, {"start": 282.19, "end": 282.61, "word": " هيدور", "probability": 0.6312662760416666}, {"start": 282.61, "end": 282.75, "word": " على", "probability": 0.281005859375}, {"start": 282.75, "end": 283.01, "word": " ال", "probability": 0.295654296875}, {"start": 283.01, "end": 283.31, "word": " ..", "probability": 0.54541015625}, {"start": 283.31, "end": 283.85, "word": " هنعمل", "probability": 0.847412109375}, {"start": 283.85, "end": 283.89, "word": " ..", "probability": 0.70361328125}, {"start": 283.89, "end": 284.37, "word": " هنشتغل", "probability": 0.9815266927083334}, {"start": 284.37, "end": 284.55, "word": " عليه", "probability": 0.8291015625}, {"start": 284.55, "end": 284.65, "word": " ان", "probability": 0.552734375}, {"start": 284.65, "end": 284.75, "word": " ال", "probability": 0.857421875}, {"start": 284.75, "end": 285.11, "word": " structure", "probability": 0.66162109375}, {"start": 285.11, "end": 285.43, "word": " كلها", "probability": 0.987060546875}, {"start": 285.43, "end": 285.53, "word": " ال", "probability": 0.289306640625}, {"start": 285.53, "end": 285.75, "word": " neuro", "probability": 0.53857421875}, {"start": 285.75, "end": 286.01, "word": " fuzzy", "probability": 0.51953125}, {"start": 286.01, "end": 286.27, "word": " بدنا", "probability": 0.855224609375}, {"start": 286.27, "end": 286.81, "word": " نبنيها", "probability": 0.9620361328125}, {"start": 286.81, "end": 287.13, "word": " و", "probability": 0.6552734375}, {"start": 287.13, "end": 287.29, "word": " هي", "probability": 0.92236328125}, {"start": 287.29, "end": 287.85, "word": " شبيهة", "probability": 0.86962890625}, {"start": 287.85, "end": 288.09, "word": " جدا", "probability": 0.985595703125}, {"start": 288.09, "end": 288.25, "word": " بال", "probability": 0.984375}, {"start": 288.25, "end": 288.81, "word": " multilayer", "probability": 0.7498372395833334}, {"start": 288.81, "end": 289.19, "word": " بال", "probability": 0.47802734375}, {"start": 289.19, "end": 289.75, "word": " multilayer", "probability": 0.9513346354166666}, {"start": 289.75, "end": 290.33, "word": " مافيش", "probability": 0.9287109375}, {"start": 290.33, "end": 290.43, "word": " ده", "probability": 0.875}, {"start": 290.43, "end": 290.95, "word": " هنتكلم", "probability": 0.90673828125}, {"start": 290.95, "end": 291.29, "word": " حاجات", "probability": 0.98828125}, {"start": 291.29, "end": 291.45, "word": " احنا", "probability": 0.9046223958333334}, {"start": 291.45, "end": 291.67, "word": " هيك", "probability": 0.936279296875}, {"start": 291.67, "end": 291.77, "word": " هيك", "probability": 0.970703125}, {"start": 291.77, "end": 292.41, "word": " هنشرحها", "probability": 0.9771484375}, {"start": 292.41, "end": 292.89, "word": " هقول", "probability": 0.7705078125}, {"start": 292.89, "end": 293.13, "word": " انه", "probability": 0.5478515625}, {"start": 293.13, "end": 293.35, "word": " والله", "probability": 0.784912109375}, {"start": 293.35, "end": 293.53, "word": " في", "probability": 0.92041015625}, {"start": 293.53, "end": 293.79, "word": " عندي", "probability": 0.7021484375}, {"start": 293.79, "end": 294.23, "word": " output", "probability": 0.974609375}, {"start": 294.23, "end": 294.61, "word": " layer", "probability": 0.94140625}, {"start": 294.61, "end": 294.99, "word": " في", "probability": 0.5380859375}, {"start": 294.99, "end": 295.19, "word": " عندي", "probability": 0.9462890625}, {"start": 295.19, "end": 295.43, "word": " input", "probability": 0.94970703125}, {"start": 295.43, "end": 295.69, "word": " layer", "probability": 0.96044921875}, {"start": 295.69, "end": 296.17, "word": " هنتكلم", "probability": 0.9512939453125}, {"start": 296.17, "end": 296.31, "word": " عن", "probability": 0.98828125}, {"start": 296.31, "end": 296.43, "word": " ال", "probability": 0.91943359375}, {"start": 296.43, "end": 296.59, "word": " three", "probability": 0.8427734375}, {"start": 296.59, "end": 296.87, "word": " hidden", "probability": 0.86767578125}, {"start": 296.87, "end": 297.29, "word": " layers", "probability": 0.94970703125}, {"start": 297.29, "end": 298.31, "word": " هنتكلم", "probability": 0.9825439453125}, {"start": 298.31, "end": 298.89, "word": " على", "probability": 0.7958984375}, {"start": 298.89, "end": 299.43, "word": " انه", "probability": 0.83349609375}, {"start": 299.43, "end": 299.67, "word": " بدنا", "probability": 0.982666015625}, {"start": 299.67, "end": 300.25, "word": " نمثل", "probability": 0.9888916015625}, {"start": 300.25, "end": 300.45, "word": " ال", "probability": 0.9599609375}, {"start": 300.45, "end": 300.79, "word": " membership", "probability": 0.84423828125}, {"start": 300.79, "end": 301.51, "word": " functions", "probability": 0.86767578125}, {"start": 301.51, "end": 301.77, "word": " و", "probability": 0.9619140625}, {"start": 301.77, "end": 301.99, "word": " ال", "probability": 0.85400390625}, {"start": 301.99, "end": 302.25, "word": " fuzzy", "probability": 0.97119140625}, {"start": 302.25, "end": 302.81, "word": " rules", "probability": 0.8369140625}, {"start": 302.81, "end": 303.29, "word": " كل", "probability": 0.94921875}, {"start": 303.29, "end": 303.49, "word": " هدول", "probability": 0.93017578125}, {"start": 303.49, "end": 304.25, "word": " هنشتغلهم", "probability": 0.9831891741071429}, {"start": 304.25, "end": 304.69, "word": " من", "probability": 0.99560546875}, {"start": 304.69, "end": 305.15, "word": " خلال", "probability": 0.9930013020833334}, {"start": 305.15, "end": 305.61, "word": " المثال", "probability": 0.9791666666666666}, {"start": 305.61, "end": 305.73, "word": " اللي", "probability": 0.947509765625}, {"start": 305.73, "end": 306.41, "word": " هنتكلم", "probability": 0.7467041015625}, {"start": 306.41, "end": 306.75, "word": " عنه", "probability": 0.987548828125}, {"start": 306.75, "end": 307.51, "word": " طبعا", "probability": 0.974853515625}], "temperature": 1.0}, {"id": 14, "seek": 31245, "start": 307.93, "end": 312.45, "text": "اكتير كويس ان احنا ناخد ال .. اكثر وضوحا كان هنا في الكتاب", "tokens": [995, 4117, 2655, 13546, 9122, 45865, 3794, 16472, 1975, 5016, 8315, 8717, 47283, 3215, 2423, 4386, 1975, 4117, 49115, 4032, 11242, 2407, 5016, 995, 25961, 34105, 8978, 33251, 2655, 16758], "avg_logprob": -0.12991430778657237, "compression_ratio": 1.2592592592592593, "no_speech_prob": 0.0, "words": [{"start": 307.93, "end": 308.43, "word": "اكتير", "probability": 0.78094482421875}, {"start": 308.43, "end": 308.77, "word": " كويس", "probability": 0.9964192708333334}, {"start": 308.77, "end": 308.89, "word": " ان", "probability": 0.6259765625}, {"start": 308.89, "end": 309.13, "word": " احنا", "probability": 0.96435546875}, {"start": 309.13, "end": 309.53, "word": " ناخد", "probability": 0.99365234375}, {"start": 309.53, "end": 309.81, "word": " ال", "probability": 0.73486328125}, {"start": 309.81, "end": 310.19, "word": " ..", "probability": 0.9677734375}, {"start": 310.19, "end": 310.61, "word": " اكثر", "probability": 0.8553059895833334}, {"start": 310.61, "end": 310.97, "word": " وضوحا", "probability": 0.969921875}, {"start": 310.97, "end": 311.13, "word": " كان", "probability": 0.98291015625}, {"start": 311.13, "end": 311.35, "word": " هنا", "probability": 0.99072265625}, {"start": 311.35, "end": 311.47, "word": " في", "probability": 0.81396484375}, {"start": 311.47, "end": 312.45, "word": " الكتاب", "probability": 0.8567708333333334}], "temperature": 1.0}, {"id": 15, "seek": 34000, "start": 313.38, "end": 340.0, "text": "الشكل تبعنا فهنجد انه في عند ال input layer ال input layer بعطيها القيم لمين لل antecedents وال antecedents هي human-like knowledge هي فعلا knowledge احنا مدخلله اياها الطريقة نفهمها ك human كويس فهذه مبدأيا زي ما هي بنعطيها لمجموعة ال rules بنعطيها لمجموعة ال rules بقوله انه المتغيرة variable a1", "tokens": [6027, 8592, 28820, 6055, 3555, 3615, 8315, 6156, 3224, 1863, 7435, 3215, 16472, 3224, 8978, 43242, 2423, 4846, 4583, 2423, 4846, 4583, 4724, 3615, 9566, 1829, 11296, 25062, 32640, 32767, 9957, 24976, 23411, 1232, 791, 16070, 23411, 1232, 791, 39896, 1952, 12, 4092, 3601, 39896, 6156, 3615, 15040, 3601, 1975, 5016, 8315, 3714, 3215, 9778, 1211, 43761, 1975, 25528, 11296, 41950, 16572, 28671, 8717, 5172, 16095, 11296, 9122, 1952, 9122, 45865, 3794, 6156, 3224, 24192, 3714, 44510, 10721, 25528, 30767, 1829, 19446, 39896, 44945, 3615, 9566, 1829, 11296, 32767, 7435, 2304, 2407, 27884, 2423, 4474, 44945, 3615, 9566, 1829, 11296, 32767, 7435, 2304, 2407, 27884, 2423, 4474, 4724, 39648, 3224, 16472, 3224, 9673, 2655, 17082, 48923, 7006, 257, 16], "avg_logprob": -0.1671875011175871, "compression_ratio": 1.774703557312253, "no_speech_prob": 9.5367431640625e-07, "words": [{"start": 313.38, "end": 313.86, "word": "الشكل", "probability": 0.9070638020833334}, {"start": 313.86, "end": 314.3, "word": " تبعنا", "probability": 0.81011962890625}, {"start": 314.3, "end": 315.02, "word": " فهنجد", "probability": 0.816943359375}, {"start": 315.02, "end": 315.48, "word": " انه", "probability": 0.60595703125}, {"start": 315.48, "end": 315.8, "word": " في", "probability": 0.90478515625}, {"start": 315.8, "end": 315.98, "word": " عند", "probability": 0.982421875}, {"start": 315.98, "end": 316.1, "word": " ال", "probability": 0.96728515625}, {"start": 316.1, "end": 316.34, "word": " input", "probability": 0.84326171875}, {"start": 316.34, "end": 316.66, "word": " layer", "probability": 0.9189453125}, {"start": 316.66, "end": 317.32, "word": " ال", "probability": 0.42919921875}, {"start": 317.32, "end": 317.54, "word": " input", "probability": 0.97265625}, {"start": 317.54, "end": 317.86, "word": " layer", "probability": 0.92431640625}, {"start": 317.86, "end": 318.68, "word": " بعطيها", "probability": 0.83779296875}, {"start": 318.68, "end": 319.36, "word": " القيم", "probability": 0.950927734375}, {"start": 319.36, "end": 319.84, "word": " لمين", "probability": 0.884033203125}, {"start": 319.84, "end": 320.26, "word": " لل", "probability": 0.89013671875}, {"start": 320.26, "end": 321.0, "word": " antecedents", "probability": 0.771484375}, {"start": 321.0, "end": 321.58, "word": " وال", "probability": 0.59130859375}, {"start": 321.58, "end": 322.24, "word": " antecedents", "probability": 0.9444986979166666}, {"start": 322.24, "end": 322.9, "word": " هي", "probability": 0.8955078125}, {"start": 322.9, "end": 323.52, "word": " human", "probability": 0.91943359375}, {"start": 323.52, "end": 323.78, "word": "-like", "probability": 0.66650390625}, {"start": 323.78, "end": 324.16, "word": " knowledge", "probability": 0.91162109375}, {"start": 324.16, "end": 324.52, "word": " هي", "probability": 0.72412109375}, {"start": 324.52, "end": 324.86, "word": " فعلا", "probability": 0.9392903645833334}, {"start": 324.86, "end": 325.28, "word": " knowledge", "probability": 0.833984375}, {"start": 325.28, "end": 325.6, "word": " احنا", "probability": 0.93505859375}, {"start": 325.6, "end": 326.1, "word": " مدخلله", "probability": 0.86806640625}, {"start": 326.1, "end": 326.54, "word": " اياها", "probability": 0.720947265625}, {"start": 326.54, "end": 327.34, "word": " الطريقة", "probability": 0.8047688802083334}, {"start": 327.34, "end": 327.94, "word": " نفهمها", "probability": 0.8714599609375}, {"start": 327.94, "end": 328.26, "word": " ك", "probability": 0.982421875}, {"start": 328.26, "end": 328.52, "word": " human", "probability": 0.86669921875}, {"start": 328.52, "end": 329.28, "word": " كويس", "probability": 0.8362630208333334}, {"start": 329.28, "end": 330.2, "word": " فهذه", "probability": 0.8263346354166666}, {"start": 330.2, "end": 331.38, "word": " مبدأيا", "probability": 0.8580322265625}, {"start": 331.38, "end": 332.1, "word": " زي", "probability": 0.9658203125}, {"start": 332.1, "end": 332.26, "word": " ما", "probability": 0.96533203125}, {"start": 332.26, "end": 332.66, "word": " هي", "probability": 0.91015625}, {"start": 332.66, "end": 333.3, "word": " بنعطيها", "probability": 0.95146484375}, {"start": 333.3, "end": 333.7, "word": " لمجموعة", "probability": 0.89248046875}, {"start": 333.7, "end": 333.9, "word": " ال", "probability": 0.92236328125}, {"start": 333.9, "end": 334.24, "word": " rules", "probability": 0.82421875}, {"start": 334.24, "end": 335.24, "word": " بنعطيها", "probability": 0.905078125}, {"start": 335.24, "end": 335.7, "word": " لمجموعة", "probability": 0.95380859375}, {"start": 335.7, "end": 335.92, "word": " ال", "probability": 0.9853515625}, {"start": 335.92, "end": 336.18, "word": " rules", "probability": 0.85205078125}, {"start": 336.18, "end": 336.74, "word": " بقوله", "probability": 0.8585611979166666}, {"start": 336.74, "end": 337.28, "word": " انه", "probability": 0.800537109375}, {"start": 337.28, "end": 338.62, "word": " المتغيرة", "probability": 0.9146728515625}, {"start": 338.62, "end": 339.22, "word": " variable", "probability": 0.9267578125}, {"start": 339.22, "end": 340.0, "word": " a1", "probability": 0.7822265625}], "temperature": 1.0}, {"id": 16, "seek": 36153, "start": 340.99, "end": 361.53, "text": "بهذا الشكل متغير A2 بهذا الشكل متغير A3 بهذا الشكل A4 A5 و بنبدأ نعطيهم لمجموعة ال rules بحيث أن ال rule الأولى وهنا conjunction layer conjunction layer فصار شبيهة بنهاية المحاضرة السابقة اللي كنا بنتكلم فيها عن neural expert system أنه بكون في عند هنا layer", "tokens": [3555, 3224, 15730, 25124, 28820, 44650, 17082, 13546, 316, 17, 39627, 15730, 25124, 28820, 44650, 17082, 13546, 316, 18, 39627, 15730, 25124, 28820, 316, 19, 316, 20, 4032, 44945, 44510, 10721, 8717, 3615, 9566, 1829, 16095, 5296, 2304, 7435, 2304, 2407, 27884, 2423, 4474, 4724, 5016, 1829, 12984, 14739, 2423, 4978, 16247, 12610, 7578, 37037, 8315, 27482, 4583, 27482, 4583, 6156, 9381, 9640, 13412, 21292, 3224, 3660, 44945, 11296, 10632, 9673, 5016, 46958, 25720, 21136, 16758, 28671, 13672, 1829, 9122, 8315, 44945, 2655, 4117, 19528, 8978, 11296, 18871, 18161, 5844, 1185, 14739, 3224, 4724, 30544, 8978, 43242, 34105, 4583], "avg_logprob": -0.17359375163912774, "compression_ratio": 1.722943722943723, "no_speech_prob": 5.155801773071289e-05, "words": [{"start": 340.99, "end": 341.39, "word": "بهذا", "probability": 0.8603515625}, {"start": 341.39, "end": 341.79, "word": " الشكل", "probability": 0.989990234375}, {"start": 341.79, "end": 342.55, "word": " متغير", "probability": 0.93115234375}, {"start": 342.55, "end": 342.81, "word": " A2", "probability": 0.7266845703125}, {"start": 342.81, "end": 343.11, "word": " بهذا", "probability": 0.91650390625}, {"start": 343.11, "end": 343.39, "word": " الشكل", "probability": 0.986083984375}, {"start": 343.39, "end": 343.71, "word": " متغير", "probability": 0.9168294270833334}, {"start": 343.71, "end": 343.99, "word": " A3", "probability": 0.97705078125}, {"start": 343.99, "end": 344.25, "word": " بهذا", "probability": 0.9873046875}, {"start": 344.25, "end": 344.57, "word": " الشكل", "probability": 0.983642578125}, {"start": 344.57, "end": 345.45, "word": " A4", "probability": 0.76220703125}, {"start": 345.45, "end": 345.83, "word": " A5", "probability": 0.7802734375}, {"start": 345.83, "end": 346.09, "word": " و", "probability": 0.6708984375}, {"start": 346.09, "end": 346.39, "word": " بنبدأ", "probability": 0.767578125}, {"start": 346.39, "end": 346.87, "word": " نعطيهم", "probability": 0.99287109375}, {"start": 346.87, "end": 347.65, "word": " لمجموعة", "probability": 0.8732096354166666}, {"start": 347.65, "end": 347.75, "word": " ال", "probability": 0.51513671875}, {"start": 347.75, "end": 347.89, "word": " rules", "probability": 0.83251953125}, {"start": 347.89, "end": 348.29, "word": " بحيث", "probability": 0.96826171875}, {"start": 348.29, "end": 348.47, "word": " أن", "probability": 0.4033203125}, {"start": 348.47, "end": 348.61, "word": " ال", "probability": 0.8955078125}, {"start": 348.61, "end": 348.79, "word": " rule", "probability": 0.86279296875}, {"start": 348.79, "end": 349.59, "word": " الأولى", "probability": 0.9783528645833334}, {"start": 349.59, "end": 349.93, "word": " وهنا", "probability": 0.773193359375}, {"start": 349.93, "end": 350.67, "word": " conjunction", "probability": 0.95556640625}, {"start": 350.67, "end": 351.99, "word": " layer", "probability": 0.833984375}, {"start": 351.99, "end": 352.83, "word": " conjunction", "probability": 0.65234375}, {"start": 352.83, "end": 353.39, "word": " layer", "probability": 0.93603515625}, {"start": 353.39, "end": 353.77, "word": " فصار", "probability": 0.90283203125}, {"start": 353.77, "end": 354.63, "word": " شبيهة", "probability": 0.72296142578125}, {"start": 354.63, "end": 355.79, "word": " بنهاية", "probability": 0.8522135416666666}, {"start": 355.79, "end": 356.35, "word": " المحاضرة", "probability": 0.9833984375}, {"start": 356.35, "end": 356.99, "word": " السابقة", "probability": 0.9895833333333334}, {"start": 356.99, "end": 357.39, "word": " اللي", "probability": 0.87451171875}, {"start": 357.39, "end": 357.57, "word": " كنا", "probability": 0.990234375}, {"start": 357.57, "end": 357.97, "word": " بنتكلم", "probability": 0.8465576171875}, {"start": 357.97, "end": 358.23, "word": " فيها", "probability": 0.96044921875}, {"start": 358.23, "end": 358.39, "word": " عن", "probability": 0.89013671875}, {"start": 358.39, "end": 358.59, "word": " neural", "probability": 0.12158203125}, {"start": 358.59, "end": 358.97, "word": " expert", "probability": 0.73291015625}, {"start": 358.97, "end": 359.49, "word": " system", "probability": 0.970703125}, {"start": 359.49, "end": 359.93, "word": " أنه", "probability": 0.751220703125}, {"start": 359.93, "end": 360.11, "word": " بكون", "probability": 0.64990234375}, {"start": 360.11, "end": 360.25, "word": " في", "probability": 0.8671875}, {"start": 360.25, "end": 360.43, "word": " عند", "probability": 0.8525390625}, {"start": 360.43, "end": 360.71, "word": " هنا", "probability": 0.70556640625}, {"start": 360.71, "end": 361.53, "word": " layer", "probability": 0.9443359375}], "temperature": 1.0}, {"id": 17, "seek": 38141, "start": 363.71, "end": 381.41, "text": "خاصة يمكن عفوا هذه مش تبعت ال .. مش هي نفسها .. اه هي نفسها تاعة المحاضرة السابقة هذه اذا متذكرينها هي اللي احنا بدناياها اللي هي خاصة ب ..", "tokens": [9778, 33546, 3660, 7251, 43020, 6225, 5172, 14407, 29538, 37893, 6055, 3555, 34268, 2423, 4386, 37893, 39896, 8717, 36178, 11296, 4386, 1975, 3224, 39896, 8717, 36178, 11296, 6055, 995, 27884, 9673, 5016, 46958, 25720, 21136, 16758, 28671, 29538, 1975, 15730, 44650, 8848, 37983, 9957, 11296, 39896, 13672, 1829, 1975, 5016, 8315, 47525, 8315, 25528, 11296, 13672, 1829, 39896, 16490, 33546, 3660, 4724, 4386], "avg_logprob": -0.16503906366415322, "compression_ratio": 1.6993006993006994, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 363.71, "end": 364.49, "word": "خاصة", "probability": 0.9933268229166666}, {"start": 364.49, "end": 365.01, "word": " يمكن", "probability": 0.90771484375}, {"start": 365.01, "end": 366.11, "word": " عفوا", "probability": 0.81689453125}, {"start": 366.11, "end": 366.45, "word": " هذه", "probability": 0.5234375}, {"start": 366.45, "end": 366.95, "word": " مش", "probability": 0.9501953125}, {"start": 366.95, "end": 367.35, "word": " تبعت", "probability": 0.8787434895833334}, {"start": 367.35, "end": 367.67, "word": " ال", "probability": 0.64404296875}, {"start": 367.67, "end": 370.17, "word": " ..", "probability": 0.775390625}, {"start": 370.17, "end": 370.63, "word": " مش", "probability": 0.814453125}, {"start": 370.63, "end": 370.87, "word": " هي", "probability": 0.72119140625}, {"start": 370.87, "end": 371.27, "word": " نفسها", "probability": 0.8712565104166666}, {"start": 371.27, "end": 371.31, "word": " ..", "probability": 0.6162109375}, {"start": 371.31, "end": 371.71, "word": " اه", "probability": 0.810302734375}, {"start": 371.71, "end": 372.13, "word": " هي", "probability": 0.61328125}, {"start": 372.13, "end": 372.89, "word": " نفسها", "probability": 0.97705078125}, {"start": 372.89, "end": 373.01, "word": " تاعة", "probability": 0.68408203125}, {"start": 373.01, "end": 373.41, "word": " المحاضرة", "probability": 0.9569091796875}, {"start": 373.41, "end": 373.87, "word": " السابقة", "probability": 0.9905598958333334}, {"start": 373.87, "end": 374.19, "word": " هذه", "probability": 0.67724609375}, {"start": 374.19, "end": 375.27, "word": " اذا", "probability": 0.628173828125}, {"start": 375.27, "end": 376.11, "word": " متذكرينها", "probability": 0.91650390625}, {"start": 376.11, "end": 376.37, "word": " هي", "probability": 0.7060546875}, {"start": 376.37, "end": 376.51, "word": " اللي", "probability": 0.949951171875}, {"start": 376.51, "end": 376.65, "word": " احنا", "probability": 0.9404296875}, {"start": 376.65, "end": 377.59, "word": " بدناياها", "probability": 0.9149169921875}, {"start": 377.59, "end": 378.09, "word": " اللي", "probability": 0.9599609375}, {"start": 378.09, "end": 378.27, "word": " هي", "probability": 0.9033203125}, {"start": 378.27, "end": 379.45, "word": " خاصة", "probability": 0.9939778645833334}, {"start": 379.45, "end": 381.13, "word": " ب", "probability": 0.947265625}, {"start": 381.13, "end": 381.41, "word": " ..", "probability": 0.81640625}], "temperature": 1.0}, {"id": 18, "seek": 41506, "start": 389.02, "end": 415.06, "text": "هيه تمام فحنجد انه في ال input هيهم قدامنا ال inputs تبعونا مافيهم مشكلة اطلاقا ال inputs بهذا الشكل اللي احنا شايفينه حنجد انه اول input بدنا نرجع شوية خطوة لورا و نركز انه ال input الاول احنا عادة ايش عملناله مثلناه بال memberships تبعته", "tokens": [3224, 1829, 3224, 46811, 10943, 6156, 5016, 1863, 7435, 3215, 16472, 3224, 8978, 2423, 4846, 39896, 16095, 12174, 3215, 10943, 8315, 2423, 15743, 6055, 3555, 3615, 11536, 995, 19446, 41185, 16095, 37893, 28820, 3660, 1975, 9566, 15040, 4587, 995, 2423, 15743, 39627, 15730, 25124, 28820, 13672, 1829, 1975, 5016, 8315, 13412, 995, 33911, 9957, 3224, 11331, 1863, 7435, 3215, 16472, 3224, 1975, 12610, 4846, 47525, 8315, 8717, 47341, 3615, 13412, 2407, 10632, 16490, 9566, 2407, 3660, 5296, 13063, 995, 4032, 8717, 31747, 11622, 16472, 3224, 2423, 4846, 42963, 12610, 1975, 5016, 8315, 6225, 18513, 3660, 1975, 1829, 8592, 6225, 42213, 8315, 43761, 50113, 1211, 8315, 3224, 20666, 2679, 7640, 6055, 3555, 34268, 3224], "avg_logprob": -0.16049890677657044, "compression_ratio": 1.9130434782608696, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 389.02, "end": 389.94, "word": "هيه", "probability": 0.5450032552083334}, {"start": 389.94, "end": 390.86, "word": " تمام", "probability": 0.86669921875}, {"start": 390.86, "end": 392.42, "word": " فحنجد", "probability": 0.89736328125}, {"start": 392.42, "end": 393.02, "word": " انه", "probability": 0.659912109375}, {"start": 393.02, "end": 393.46, "word": " في", "probability": 0.95751953125}, {"start": 393.46, "end": 393.7, "word": " ال", "probability": 0.96728515625}, {"start": 393.7, "end": 394.14, "word": " input", "probability": 0.9248046875}, {"start": 394.14, "end": 395.16, "word": " هيهم", "probability": 0.604736328125}, {"start": 395.16, "end": 395.66, "word": " قدامنا", "probability": 0.96630859375}, {"start": 395.66, "end": 395.74, "word": " ال", "probability": 0.974609375}, {"start": 395.74, "end": 396.16, "word": " inputs", "probability": 0.75146484375}, {"start": 396.16, "end": 397.28, "word": " تبعونا", "probability": 0.80732421875}, {"start": 397.28, "end": 397.86, "word": " مافيهم", "probability": 0.710693359375}, {"start": 397.86, "end": 398.26, "word": " مشكلة", "probability": 0.9894205729166666}, {"start": 398.26, "end": 398.78, "word": " اطلاقا", "probability": 0.808349609375}, {"start": 398.78, "end": 399.76, "word": " ال", "probability": 0.958984375}, {"start": 399.76, "end": 399.96, "word": " inputs", "probability": 0.282470703125}, {"start": 399.96, "end": 400.26, "word": " بهذا", "probability": 0.898681640625}, {"start": 400.26, "end": 400.54, "word": " الشكل", "probability": 0.9931640625}, {"start": 400.54, "end": 400.66, "word": " اللي", "probability": 0.94384765625}, {"start": 400.66, "end": 400.9, "word": " احنا", "probability": 0.85546875}, {"start": 400.9, "end": 401.92, "word": " شايفينه", "probability": 0.97998046875}, {"start": 401.92, "end": 403.08, "word": " حنجد", "probability": 0.8616943359375}, {"start": 403.08, "end": 403.74, "word": " انه", "probability": 0.87841796875}, {"start": 403.74, "end": 404.1, "word": " اول", "probability": 0.9375}, {"start": 404.1, "end": 404.68, "word": " input", "probability": 0.99267578125}, {"start": 404.68, "end": 406.32, "word": " بدنا", "probability": 0.91259765625}, {"start": 406.32, "end": 406.62, "word": " نرجع", "probability": 0.9918619791666666}, {"start": 406.62, "end": 406.88, "word": " شوية", "probability": 0.9391276041666666}, {"start": 406.88, "end": 407.18, "word": " خطوة", "probability": 0.9666748046875}, {"start": 407.18, "end": 407.54, "word": " لورا", "probability": 0.7521158854166666}, {"start": 407.54, "end": 408.0, "word": " و", "probability": 0.98681640625}, {"start": 408.0, "end": 408.54, "word": " نركز", "probability": 0.9029947916666666}, {"start": 408.54, "end": 408.98, "word": " انه", "probability": 0.903564453125}, {"start": 408.98, "end": 409.66, "word": " ال", "probability": 0.9931640625}, {"start": 409.66, "end": 409.98, "word": " input", "probability": 0.98876953125}, {"start": 409.98, "end": 410.52, "word": " الاول", "probability": 0.825439453125}, {"start": 410.52, "end": 410.84, "word": " احنا", "probability": 0.9861653645833334}, {"start": 410.84, "end": 411.18, "word": " عادة", "probability": 0.9890950520833334}, {"start": 411.18, "end": 411.4, "word": " ايش", "probability": 0.7506510416666666}, {"start": 411.4, "end": 412.04, "word": " عملناله", "probability": 0.8809814453125}, {"start": 412.04, "end": 413.52, "word": " مثلناه", "probability": 0.9239501953125}, {"start": 413.52, "end": 414.04, "word": " بال", "probability": 0.9169921875}, {"start": 414.04, "end": 414.6, "word": " memberships", "probability": 0.812744140625}, {"start": 414.6, "end": 415.06, "word": " تبعته", "probability": 0.9569091796875}], "temperature": 1.0}, {"id": 19, "seek": 44077, "start": 417.47, "end": 440.77, "text": "متذكرين هما دول ال memberships لمن ل X1 تمام و هنا كان بالنسبالنا ال mu ل X1 صح ال mu ل X1 E1 E2 E3 and so on بهذا الشكل مبدئيا بنمرر X1 القيمة اللي أعطاني إياها لالتلاتة E1", "tokens": [2304, 2655, 8848, 37983, 9957, 8032, 15042, 11778, 12610, 2423, 2679, 7640, 5296, 27842, 5296, 1783, 16, 46811, 10943, 4032, 34105, 25961, 20666, 1863, 35457, 6027, 8315, 2423, 2992, 5296, 1783, 16, 20328, 5016, 2423, 2992, 5296, 1783, 16, 462, 16, 462, 17, 462, 18, 293, 370, 322, 39627, 15730, 25124, 28820, 3714, 44510, 19986, 25528, 44945, 29973, 2288, 1783, 16, 25062, 32640, 3660, 13672, 1829, 5551, 3615, 9566, 7649, 1829, 11933, 25528, 11296, 5296, 6027, 2655, 1211, 9307, 3660, 462, 16], "avg_logprob": -0.23268072181437388, "compression_ratio": 1.4673913043478262, "no_speech_prob": 1.3113021850585938e-06, "words": [{"start": 417.47, "end": 418.05, "word": "متذكرين", "probability": 0.832958984375}, {"start": 418.05, "end": 418.19, "word": " هما", "probability": 0.66259765625}, {"start": 418.19, "end": 418.43, "word": " دول", "probability": 0.89501953125}, {"start": 418.43, "end": 418.91, "word": " ال", "probability": 0.75341796875}, {"start": 418.91, "end": 419.49, "word": " memberships", "probability": 0.646240234375}, {"start": 419.49, "end": 420.47, "word": " لمن", "probability": 0.5303955078125}, {"start": 420.47, "end": 420.83, "word": " ل", "probability": 0.58349609375}, {"start": 420.83, "end": 421.33, "word": " X1", "probability": 0.715087890625}, {"start": 421.33, "end": 423.31, "word": " تمام", "probability": 0.9169921875}, {"start": 423.31, "end": 423.67, "word": " و", "probability": 0.492431640625}, {"start": 423.67, "end": 423.91, "word": " هنا", "probability": 0.943359375}, {"start": 423.91, "end": 424.23, "word": " كان", "probability": 0.96533203125}, {"start": 424.23, "end": 424.75, "word": " بالنسبالنا", "probability": 0.96025390625}, {"start": 424.75, "end": 424.91, "word": " ال", "probability": 0.73828125}, {"start": 424.91, "end": 425.21, "word": " mu", "probability": 0.161865234375}, {"start": 425.21, "end": 425.73, "word": " ل", "probability": 0.9228515625}, {"start": 425.73, "end": 426.31, "word": " X1", "probability": 0.96728515625}, {"start": 426.31, "end": 427.55, "word": " صح", "probability": 0.906982421875}, {"start": 427.55, "end": 428.21, "word": " ال", "probability": 0.947265625}, {"start": 428.21, "end": 428.51, "word": " mu", "probability": 0.83349609375}, {"start": 428.51, "end": 429.03, "word": " ل", "probability": 0.7734375}, {"start": 429.03, "end": 429.63, "word": " X1", "probability": 0.90283203125}, {"start": 429.63, "end": 430.49, "word": " E1", "probability": 0.6036376953125}, {"start": 430.49, "end": 430.85, "word": " E2", "probability": 0.895751953125}, {"start": 430.85, "end": 431.29, "word": " E3", "probability": 0.978515625}, {"start": 431.29, "end": 431.51, "word": " and", "probability": 0.7021484375}, {"start": 431.51, "end": 431.69, "word": " so", "probability": 0.92626953125}, {"start": 431.69, "end": 431.97, "word": " on", "probability": 0.9609375}, {"start": 431.97, "end": 432.85, "word": " بهذا", "probability": 0.888427734375}, {"start": 432.85, "end": 433.21, "word": " الشكل", "probability": 0.993408203125}, {"start": 433.21, "end": 434.11, "word": " مبدئيا", "probability": 0.833984375}, {"start": 434.11, "end": 435.47, "word": " بنمرر", "probability": 0.8466796875}, {"start": 435.47, "end": 436.41, "word": " X1", "probability": 0.97412109375}, {"start": 436.41, "end": 436.87, "word": " القيمة", "probability": 0.9596354166666666}, {"start": 436.87, "end": 437.01, "word": " اللي", "probability": 0.88232421875}, {"start": 437.01, "end": 437.39, "word": " أعطاني", "probability": 0.78232421875}, {"start": 437.39, "end": 437.89, "word": " إياها", "probability": 0.7583821614583334}, {"start": 437.89, "end": 439.85, "word": " لالتلاتة", "probability": 0.7765909830729166}, {"start": 439.85, "end": 440.77, "word": " E1", "probability": 0.967529296875}], "temperature": 1.0}, {"id": 20, "seek": 46714, "start": 441.7, "end": 467.14, "text": "A2 و A3 ل A1 اتنين اتلاتة ممتاز جدا فهي التلاتة بمعنى انه ال crisp value هتكون هنا انا بعطي crisp value تمام crisp value هفترض نغير اللون انه اجت قيمة هنا القيمة اللي هنا هادي بجيب جدش يتتقطع مع A1", "tokens": [32, 17, 4032, 316, 18, 5296, 316, 16, 1975, 2655, 1863, 9957, 1975, 2655, 1211, 9307, 3660, 3714, 2304, 2655, 31377, 10874, 28259, 6156, 3224, 1829, 16712, 1211, 9307, 3660, 4724, 2304, 3615, 1863, 7578, 16472, 3224, 2423, 22952, 2158, 8032, 2655, 30544, 34105, 1975, 8315, 4724, 3615, 9566, 1829, 22952, 2158, 46811, 10943, 22952, 2158, 8032, 5172, 2655, 43042, 8717, 17082, 13546, 13672, 11536, 16472, 3224, 1975, 7435, 2655, 12174, 32640, 3660, 34105, 25062, 32640, 3660, 13672, 1829, 34105, 8032, 995, 16254, 4724, 7435, 1829, 3555, 10874, 3215, 8592, 7251, 2655, 2655, 47432, 3615, 20449, 316, 16], "avg_logprob": -0.22316919613366176, "compression_ratio": 1.6373056994818653, "no_speech_prob": 1.0728836059570312e-06, "words": [{"start": 441.7, "end": 442.4, "word": "A2", "probability": 0.6407470703125}, {"start": 442.4, "end": 443.18, "word": " و", "probability": 0.7734375}, {"start": 443.18, "end": 444.32, "word": " A3", "probability": 0.74560546875}, {"start": 444.32, "end": 445.08, "word": " ل", "probability": 0.330322265625}, {"start": 445.08, "end": 445.44, "word": " A1", "probability": 0.7235107421875}, {"start": 445.44, "end": 445.76, "word": " اتنين", "probability": 0.7724609375}, {"start": 445.76, "end": 446.26, "word": " اتلاتة", "probability": 0.80341796875}, {"start": 446.26, "end": 447.16, "word": " ممتاز", "probability": 0.84344482421875}, {"start": 447.16, "end": 447.46, "word": " جدا", "probability": 0.99169921875}, {"start": 447.46, "end": 448.58, "word": " فهي", "probability": 0.6910807291666666}, {"start": 448.58, "end": 449.26, "word": " التلاتة", "probability": 0.9708251953125}, {"start": 449.26, "end": 449.98, "word": " بمعنى", "probability": 0.9689453125}, {"start": 449.98, "end": 450.38, "word": " انه", "probability": 0.697021484375}, {"start": 450.38, "end": 450.64, "word": " ال", "probability": 0.5908203125}, {"start": 450.64, "end": 450.96, "word": " crisp", "probability": 0.21826171875}, {"start": 450.96, "end": 451.58, "word": " value", "probability": 0.9853515625}, {"start": 451.58, "end": 452.14, "word": " هتكون", "probability": 0.9010416666666666}, {"start": 452.14, "end": 452.48, "word": " هنا", "probability": 0.9912109375}, {"start": 452.48, "end": 452.82, "word": " انا", "probability": 0.794189453125}, {"start": 452.82, "end": 453.04, "word": " بعطي", "probability": 0.884033203125}, {"start": 453.04, "end": 453.26, "word": " crisp", "probability": 0.52978515625}, {"start": 453.26, "end": 453.64, "word": " value", "probability": 0.9921875}, {"start": 453.64, "end": 454.64, "word": " تمام", "probability": 0.542236328125}, {"start": 454.64, "end": 454.98, "word": " crisp", "probability": 0.1854248046875}, {"start": 454.98, "end": 455.22, "word": " value", "probability": 0.9892578125}, {"start": 455.22, "end": 455.96, "word": " هفترض", "probability": 0.926025390625}, {"start": 455.96, "end": 456.7, "word": " نغير", "probability": 0.8155924479166666}, {"start": 456.7, "end": 457.08, "word": " اللون", "probability": 0.99560546875}, {"start": 457.08, "end": 458.12, "word": " انه", "probability": 0.954833984375}, {"start": 458.12, "end": 458.58, "word": " اجت", "probability": 0.845703125}, {"start": 458.58, "end": 459.54, "word": " قيمة", "probability": 0.9651692708333334}, {"start": 459.54, "end": 459.78, "word": " هنا", "probability": 0.9951171875}, {"start": 459.78, "end": 463.6, "word": " القيمة", "probability": 0.9508463541666666}, {"start": 463.6, "end": 463.72, "word": " اللي", "probability": 0.91357421875}, {"start": 463.72, "end": 463.92, "word": " هنا", "probability": 0.9609375}, {"start": 463.92, "end": 464.24, "word": " هادي", "probability": 0.6110026041666666}, {"start": 464.24, "end": 465.14, "word": " بجيب", "probability": 0.985595703125}, {"start": 465.14, "end": 465.66, "word": " جدش", "probability": 0.8626302083333334}, {"start": 465.66, "end": 466.3, "word": " يتتقطع", "probability": 0.8576171875}, {"start": 466.3, "end": 466.44, "word": " مع", "probability": 0.9814453125}, {"start": 466.44, "end": 467.14, "word": " A1", "probability": 0.96044921875}], "temperature": 1.0}, {"id": 21, "seek": 48777, "start": 469.49, "end": 487.77, "text": "فبنكون هذه مبدئيا دخلت ل A1 هنا وانضربت في Mu A1 كنتج لهذه ال layer و ال layer هذه صار اسمها input membership functions input membership functions تمام بالنسبة ل A2 يدوب هقيمة صغيرة جدا هنا", "tokens": [5172, 3555, 1863, 30544, 29538, 3714, 44510, 19986, 25528, 11778, 9778, 1211, 2655, 5296, 316, 16, 34105, 4032, 7649, 11242, 25513, 2655, 8978, 15601, 316, 16, 9122, 29399, 7435, 46740, 24192, 2423, 4583, 4032, 2423, 4583, 29538, 20328, 9640, 24525, 2304, 11296, 4846, 16560, 6828, 4846, 16560, 6828, 46811, 10943, 20666, 1863, 35457, 3660, 5296, 316, 17, 7251, 3215, 37746, 8032, 4587, 32640, 3660, 20328, 17082, 48923, 10874, 28259, 34105], "avg_logprob": -0.2237015773712749, "compression_ratio": 1.5054347826086956, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 469.49, "end": 470.07, "word": "فبنكون", "probability": 0.7861328125}, {"start": 470.07, "end": 470.41, "word": " هذه", "probability": 0.69482421875}, {"start": 470.41, "end": 471.23, "word": " مبدئيا", "probability": 0.80712890625}, {"start": 471.23, "end": 471.61, "word": " دخلت", "probability": 0.8876953125}, {"start": 471.61, "end": 471.71, "word": " ل", "probability": 0.54833984375}, {"start": 471.71, "end": 472.17, "word": " A1", "probability": 0.6246337890625}, {"start": 472.17, "end": 472.53, "word": " هنا", "probability": 0.97802734375}, {"start": 472.53, "end": 473.55, "word": " وانضربت", "probability": 0.9482421875}, {"start": 473.55, "end": 473.81, "word": " في", "probability": 0.82568359375}, {"start": 473.81, "end": 474.19, "word": " Mu", "probability": 0.4326171875}, {"start": 474.19, "end": 475.79, "word": " A1", "probability": 0.910400390625}, {"start": 475.79, "end": 477.41, "word": " كنتج", "probability": 0.7588704427083334}, {"start": 477.41, "end": 478.61, "word": " لهذه", "probability": 0.89306640625}, {"start": 478.61, "end": 479.09, "word": " ال", "probability": 0.89501953125}, {"start": 479.09, "end": 479.33, "word": " layer", "probability": 0.89990234375}, {"start": 479.33, "end": 479.71, "word": " و", "probability": 0.460693359375}, {"start": 479.71, "end": 479.79, "word": " ال", "probability": 0.62744140625}, {"start": 479.79, "end": 479.95, "word": " layer", "probability": 0.9755859375}, {"start": 479.95, "end": 480.21, "word": " هذه", "probability": 0.64599609375}, {"start": 480.21, "end": 480.41, "word": " صار", "probability": 0.7242431640625}, {"start": 480.41, "end": 480.69, "word": " اسمها", "probability": 0.9558919270833334}, {"start": 480.69, "end": 481.05, "word": " input", "probability": 0.57861328125}, {"start": 481.05, "end": 481.65, "word": " membership", "probability": 0.8125}, {"start": 481.65, "end": 482.31, "word": " functions", "probability": 0.658203125}, {"start": 482.31, "end": 482.87, "word": " input", "probability": 0.355224609375}, {"start": 482.87, "end": 483.41, "word": " membership", "probability": 0.5771484375}, {"start": 483.41, "end": 484.27, "word": " functions", "probability": 0.9111328125}, {"start": 484.27, "end": 484.79, "word": " تمام", "probability": 0.89794921875}, {"start": 484.79, "end": 485.37, "word": " بالنسبة", "probability": 0.9393310546875}, {"start": 485.37, "end": 485.45, "word": " ل", "probability": 0.90869140625}, {"start": 485.45, "end": 485.93, "word": " A2", "probability": 0.853759765625}, {"start": 485.93, "end": 486.47, "word": " يدوب", "probability": 0.9664713541666666}, {"start": 486.47, "end": 486.99, "word": " هقيمة", "probability": 0.70489501953125}, {"start": 486.99, "end": 487.23, "word": " صغيرة", "probability": 0.9947916666666666}, {"start": 487.23, "end": 487.53, "word": " جدا", "probability": 0.98876953125}, {"start": 487.53, "end": 487.77, "word": " هنا", "probability": 0.98388671875}], "temperature": 1.0}, {"id": 22, "seek": 51066, "start": 488.26, "end": 510.66, "text": "يدوبها جاية على طرفها فبرضه هيكون لها ال ميو اللي خاصة فيها طب لإيه تلاتة برضه لها ال ميو اللي خاصة فيها بس ال ميو تلاتة لاحظوا كيف مرسومة zero zero zero كلها ده zero و هنا بدت تتعلى و بعدين zero و نفس الكلام للكل على أطرافها بتكون zeros فمعنى ذلك أنه حسب الرسم اللي قدامنا إذا ال crisp هنا قيمت فعلا ليه؟", "tokens": [25708, 37746, 11296, 10874, 995, 10632, 15844, 23032, 28480, 11296, 6156, 26890, 11242, 3224, 39896, 30544, 5296, 11296, 2423, 3714, 1829, 2407, 13672, 1829, 16490, 33546, 3660, 8978, 11296, 23032, 3555, 5296, 28814, 1829, 3224, 6055, 1211, 9307, 3660, 4724, 43042, 3224, 5296, 11296, 2423, 3714, 1829, 2407, 13672, 1829, 16490, 33546, 3660, 8978, 11296, 4724, 3794, 2423, 3714, 1829, 2407, 6055, 1211, 9307, 3660, 20193, 5016, 19913, 14407, 9122, 33911, 3714, 2288, 3794, 20498, 3660, 4018, 4018, 4018, 28242, 11296, 11778, 3224, 4018, 4032, 34105, 47525, 2655, 6055, 2655, 3615, 23942, 4032, 39182, 9957, 4018, 4032, 8717, 36178, 2423, 28820, 10943, 5296, 23275, 1211, 15844, 5551, 9566, 23557, 5172, 11296, 39894, 30544, 35193, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 14739, 3224, 11331, 35457, 34892, 38251, 13672, 1829, 12174, 3215, 10943, 8315, 11933, 15730, 2423, 22952, 34105, 12174, 32640, 2655, 6156, 3615, 15040, 32239, 3224, 22807], "avg_logprob": -0.21368242921055974, "compression_ratio": 2.003875968992248, "no_speech_prob": 3.218650817871094e-05, "words": [{"start": 488.26, "end": 488.72, "word": "يدوبها", "probability": 0.5078938802083334}, {"start": 488.72, "end": 488.88, "word": " جاية", "probability": 0.7686360677083334}, {"start": 488.88, "end": 489.0, "word": " على", "probability": 0.82763671875}, {"start": 489.0, "end": 489.44, "word": " طرفها", "probability": 0.9814453125}, {"start": 489.44, "end": 490.34, "word": " فبرضه", "probability": 0.869140625}, {"start": 490.34, "end": 490.84, "word": " هيكون", "probability": 0.7364501953125}, {"start": 490.84, "end": 491.02, "word": " لها", "probability": 0.6739501953125}, {"start": 491.02, "end": 491.12, "word": " ال", "probability": 0.92431640625}, {"start": 491.12, "end": 491.38, "word": " ميو", "probability": 0.6628011067708334}, {"start": 491.38, "end": 491.56, "word": " اللي", "probability": 0.6607666015625}, {"start": 491.56, "end": 491.96, "word": " خاصة", "probability": 0.8455403645833334}, {"start": 491.96, "end": 492.22, "word": " فيها", "probability": 0.955078125}, {"start": 492.22, "end": 492.58, "word": " طب", "probability": 0.682861328125}, {"start": 492.58, "end": 492.84, "word": " لإيه", "probability": 0.775390625}, {"start": 492.84, "end": 493.38, "word": " تلاتة", "probability": 0.9072265625}, {"start": 493.38, "end": 494.16, "word": " برضه", "probability": 0.9469401041666666}, {"start": 494.16, "end": 494.34, "word": " لها", "probability": 0.7060546875}, {"start": 494.34, "end": 494.42, "word": " ال", "probability": 0.78466796875}, {"start": 494.42, "end": 494.56, "word": " ميو", "probability": 0.9368489583333334}, {"start": 494.56, "end": 494.64, "word": " اللي", "probability": 0.952392578125}, {"start": 494.64, "end": 494.94, "word": " خاصة", "probability": 0.92431640625}, {"start": 494.94, "end": 495.22, "word": " فيها", "probability": 0.939208984375}, {"start": 495.22, "end": 495.68, "word": " بس", "probability": 0.912841796875}, {"start": 495.68, "end": 495.84, "word": " ال", "probability": 0.59228515625}, {"start": 495.84, "end": 496.02, "word": " ميو", "probability": 0.9417317708333334}, {"start": 496.02, "end": 496.44, "word": " تلاتة", "probability": 0.9385986328125}, {"start": 496.44, "end": 496.82, "word": " لاحظوا", "probability": 0.893310546875}, {"start": 496.82, "end": 496.96, "word": " كيف", "probability": 0.98193359375}, {"start": 496.96, "end": 497.46, "word": " مرسومة", "probability": 0.94609375}, {"start": 497.46, "end": 497.98, "word": " zero", "probability": 0.23828125}, {"start": 497.98, "end": 498.3, "word": " zero", "probability": 0.499267578125}, {"start": 498.3, "end": 498.54, "word": " zero", "probability": 0.72314453125}, {"start": 498.54, "end": 498.8, "word": " كلها", "probability": 0.805419921875}, {"start": 498.8, "end": 498.92, "word": " ده", "probability": 0.865478515625}, {"start": 498.92, "end": 499.28, "word": " zero", "probability": 0.82568359375}, {"start": 499.28, "end": 499.64, "word": " و", "probability": 0.712890625}, {"start": 499.64, "end": 499.8, "word": " هنا", "probability": 0.9560546875}, {"start": 499.8, "end": 500.12, "word": " بدت", "probability": 0.80078125}, {"start": 500.12, "end": 500.72, "word": " تتعلى", "probability": 0.63262939453125}, {"start": 500.72, "end": 501.1, "word": " و", "probability": 0.77734375}, {"start": 501.1, "end": 501.34, "word": " بعدين", "probability": 0.961181640625}, {"start": 501.34, "end": 501.72, "word": " zero", "probability": 0.78271484375}, {"start": 501.72, "end": 502.28, "word": " و", "probability": 0.87890625}, {"start": 502.28, "end": 502.48, "word": " نفس", "probability": 0.97021484375}, {"start": 502.48, "end": 502.78, "word": " الكلام", "probability": 0.9226888020833334}, {"start": 502.78, "end": 503.2, "word": " للكل", "probability": 0.5986328125}, {"start": 503.2, "end": 504.4, "word": " على", "probability": 0.8173828125}, {"start": 504.4, "end": 504.84, "word": " أطرافها", "probability": 0.972265625}, {"start": 504.84, "end": 505.12, "word": " بتكون", "probability": 0.89404296875}, {"start": 505.12, "end": 505.56, "word": " zeros", "probability": 0.9072265625}, {"start": 505.56, "end": 506.18, "word": " فمعنى", "probability": 0.94873046875}, {"start": 506.18, "end": 506.42, "word": " ذلك", "probability": 0.98388671875}, {"start": 506.42, "end": 506.78, "word": " أنه", "probability": 0.641357421875}, {"start": 506.78, "end": 507.24, "word": " حسب", "probability": 0.989501953125}, {"start": 507.24, "end": 507.52, "word": " الرسم", "probability": 0.97607421875}, {"start": 507.52, "end": 507.66, "word": " اللي", "probability": 0.93359375}, {"start": 507.66, "end": 508.08, "word": " قدامنا", "probability": 0.892333984375}, {"start": 508.08, "end": 508.22, "word": " إذا", "probability": 0.6588134765625}, {"start": 508.22, "end": 508.34, "word": " ال", "probability": 0.693359375}, {"start": 508.34, "end": 508.6, "word": " crisp", "probability": 0.8037109375}, {"start": 508.6, "end": 508.92, "word": " هنا", "probability": 0.97509765625}, {"start": 508.92, "end": 509.5, "word": " قيمت", "probability": 0.9547526041666666}, {"start": 509.5, "end": 509.82, "word": " فعلا", "probability": 0.8982747395833334}, {"start": 509.82, "end": 510.66, "word": " ليه؟", "probability": 0.7657063802083334}], "temperature": 1.0}, {"id": 23, "seek": 53841, "start": 511.13, "end": 538.41, "text": "الكريسب بهذا الشكل المتوقع انه A ميول اي تلاتة زيرو صحيح تمام المهم انه كقيمة X نفسها اللي هي الكريسب هذه بنبررها للكل بحيث انه هنا A واحد هذه هتكون بهذا الشكل A اتنين هتكون بهذا الشكل A تلاتة هتكون بهذا الشكل", "tokens": [6027, 4117, 16572, 35457, 39627, 15730, 25124, 28820, 9673, 2655, 30543, 3615, 16472, 3224, 316, 3714, 1829, 12610, 1975, 1829, 6055, 1211, 9307, 3660, 30767, 13546, 2407, 20328, 5016, 1829, 5016, 46811, 10943, 9673, 16095, 16472, 3224, 9122, 4587, 32640, 3660, 1783, 8717, 36178, 11296, 13672, 1829, 39896, 33251, 16572, 35457, 29538, 44945, 26890, 2288, 11296, 5296, 23275, 1211, 4724, 5016, 1829, 12984, 16472, 3224, 34105, 316, 36764, 24401, 29538, 8032, 2655, 30544, 39627, 15730, 25124, 28820, 316, 1975, 2655, 1863, 9957, 8032, 2655, 30544, 39627, 15730, 25124, 28820, 316, 6055, 1211, 9307, 3660, 8032, 2655, 30544, 39627, 15730, 25124, 28820], "avg_logprob": -0.2553615052910412, "compression_ratio": 2.1136363636363638, "no_speech_prob": 3.0338764190673828e-05, "words": [{"start": 511.13, "end": 511.79, "word": "الكريسب", "probability": 0.555816650390625}, {"start": 511.79, "end": 512.39, "word": " بهذا", "probability": 0.90625}, {"start": 512.39, "end": 512.81, "word": " الشكل", "probability": 0.987548828125}, {"start": 512.81, "end": 513.71, "word": " المتوقع", "probability": 0.97119140625}, {"start": 513.71, "end": 514.69, "word": " انه", "probability": 0.4854736328125}, {"start": 514.69, "end": 515.05, "word": " A", "probability": 0.295654296875}, {"start": 515.05, "end": 516.07, "word": " ميول", "probability": 0.5492655436197916}, {"start": 516.07, "end": 516.27, "word": " اي", "probability": 0.3182373046875}, {"start": 516.27, "end": 516.57, "word": " تلاتة", "probability": 0.81103515625}, {"start": 516.57, "end": 516.95, "word": " زيرو", "probability": 0.741943359375}, {"start": 516.95, "end": 517.85, "word": " صحيح", "probability": 0.830322265625}, {"start": 517.85, "end": 518.33, "word": " تمام", "probability": 0.786376953125}, {"start": 518.33, "end": 519.29, "word": " المهم", "probability": 0.968505859375}, {"start": 519.29, "end": 519.87, "word": " انه", "probability": 0.879638671875}, {"start": 519.87, "end": 520.61, "word": " كقيمة", "probability": 0.927490234375}, {"start": 520.61, "end": 521.15, "word": " X", "probability": 0.7705078125}, {"start": 521.15, "end": 521.89, "word": " نفسها", "probability": 0.9397786458333334}, {"start": 521.89, "end": 521.97, "word": " اللي", "probability": 0.892578125}, {"start": 521.97, "end": 522.07, "word": " هي", "probability": 0.79296875}, {"start": 522.07, "end": 522.63, "word": " الكريسب", "probability": 0.8610026041666666}, {"start": 522.63, "end": 523.13, "word": " هذه", "probability": 0.65283203125}, {"start": 523.13, "end": 524.23, "word": " بنبررها", "probability": 0.80145263671875}, {"start": 524.23, "end": 524.75, "word": " للكل", "probability": 0.7815755208333334}, {"start": 524.75, "end": 526.91, "word": " بحيث", "probability": 0.877685546875}, {"start": 526.91, "end": 527.89, "word": " انه", "probability": 0.887451171875}, {"start": 527.89, "end": 528.23, "word": " هنا", "probability": 0.90185546875}, {"start": 528.23, "end": 528.73, "word": " A", "probability": 0.7275390625}, {"start": 528.73, "end": 529.23, "word": " واحد", "probability": 0.6917724609375}, {"start": 529.23, "end": 530.05, "word": " هذه", "probability": 0.227783203125}, {"start": 530.05, "end": 530.37, "word": " هتكون", "probability": 0.9383138020833334}, {"start": 530.37, "end": 530.69, "word": " بهذا", "probability": 0.981689453125}, {"start": 530.69, "end": 531.15, "word": " الشكل", "probability": 0.98974609375}, {"start": 531.15, "end": 532.73, "word": " A", "probability": 0.6298828125}, {"start": 532.73, "end": 533.11, "word": " اتنين", "probability": 0.8067626953125}, {"start": 533.11, "end": 533.61, "word": " هتكون", "probability": 0.9788411458333334}, {"start": 533.61, "end": 534.11, "word": " بهذا", "probability": 0.981689453125}, {"start": 534.11, "end": 534.87, "word": " الشكل", "probability": 0.986572265625}, {"start": 534.87, "end": 535.87, "word": " A", "probability": 0.806640625}, {"start": 535.87, "end": 536.45, "word": " تلاتة", "probability": 0.951416015625}, {"start": 536.45, "end": 537.21, "word": " هتكون", "probability": 0.98046875}, {"start": 537.21, "end": 538.15, "word": " بهذا", "probability": 0.956787109375}, {"start": 538.15, "end": 538.41, "word": " الشكل", "probability": 0.970458984375}], "temperature": 1.0}, {"id": 24, "seek": 56919, "start": 540.05, "end": 569.19, "text": "بهذا الشكل ويمكن اللي ببرمج في ال .. على المطلاب ال fuzzy بلاحظ الأشكال هذه تطلعله الأشكال هذه لأنه هذه اللي بحتاجها في تعريفه ل ال relationships لكل X من ال Xات اللي موجودة أو من المتغيرات اللي موجودة عنده نفس الكلام هيكون لمن ال X اتنين هنمرره كلهم بالنسبة ل B1 B2 B3 و اللي هيكون برضه نفس الكلام بهذا الشكل هيكون فيه انها", "tokens": [3555, 3224, 15730, 25124, 28820, 4032, 32640, 19452, 13672, 1829, 4724, 26890, 2304, 7435, 8978, 2423, 4386, 15844, 9673, 9566, 15040, 3555, 2423, 34710, 4724, 15040, 5016, 19913, 16247, 8592, 4117, 6027, 29538, 6055, 9566, 1211, 30241, 3224, 16247, 8592, 4117, 6027, 29538, 5296, 33456, 3224, 29538, 13672, 1829, 4724, 33753, 26108, 11296, 8978, 37279, 16572, 5172, 3224, 5296, 2423, 6159, 5296, 28820, 1783, 9154, 2423, 1783, 9307, 13672, 1829, 3714, 29245, 23328, 3660, 34051, 9154, 9673, 2655, 17082, 13546, 9307, 13672, 1829, 3714, 29245, 23328, 3660, 43242, 3224, 8717, 36178, 2423, 28820, 10943, 39896, 30544, 5296, 27842, 2423, 1783, 1975, 2655, 1863, 9957, 8032, 1863, 29973, 2288, 3224, 28242, 16095, 20666, 1863, 35457, 3660, 5296, 363, 16, 363, 17, 363, 18, 4032, 13672, 1829, 39896, 30544, 4724, 43042, 3224, 8717, 36178, 2423, 28820, 10943, 39627, 15730, 25124, 28820, 39896, 30544, 8978, 3224, 16472, 11296], "avg_logprob": -0.17069777397260275, "compression_ratio": 2.003610108303249, "no_speech_prob": 1.2040138244628906e-05, "words": [{"start": 540.05, "end": 540.43, "word": "بهذا", "probability": 0.8673502604166666}, {"start": 540.43, "end": 540.83, "word": " الشكل", "probability": 0.989013671875}, {"start": 540.83, "end": 542.99, "word": " ويمكن", "probability": 0.8653971354166666}, {"start": 542.99, "end": 543.13, "word": " اللي", "probability": 0.89208984375}, {"start": 543.13, "end": 543.75, "word": " ببرمج", "probability": 0.978271484375}, {"start": 543.75, "end": 544.21, "word": " في", "probability": 0.61474609375}, {"start": 544.21, "end": 544.65, "word": " ال", "probability": 0.796875}, {"start": 544.65, "end": 544.91, "word": " ..", "probability": 0.80029296875}, {"start": 544.91, "end": 545.13, "word": " على", "probability": 0.83984375}, {"start": 545.13, "end": 545.81, "word": " المطلاب", "probability": 0.5909423828125}, {"start": 545.81, "end": 546.69, "word": " ال", "probability": 0.84326171875}, {"start": 546.69, "end": 547.05, "word": " fuzzy", "probability": 0.9267578125}, {"start": 547.05, "end": 548.35, "word": " بلاحظ", "probability": 0.937744140625}, {"start": 548.35, "end": 548.79, "word": " الأشكال", "probability": 0.99462890625}, {"start": 548.79, "end": 549.11, "word": " هذه", "probability": 0.7861328125}, {"start": 549.11, "end": 550.61, "word": " تطلعله", "probability": 0.830078125}, {"start": 550.61, "end": 550.89, "word": " الأشكال", "probability": 0.9945068359375}, {"start": 550.89, "end": 551.05, "word": " هذه", "probability": 0.9365234375}, {"start": 551.05, "end": 551.31, "word": " لأنه", "probability": 0.6490885416666666}, {"start": 551.31, "end": 551.43, "word": " هذه", "probability": 0.564453125}, {"start": 551.43, "end": 551.53, "word": " اللي", "probability": 0.9736328125}, {"start": 551.53, "end": 551.97, "word": " بحتاجها", "probability": 0.9500732421875}, {"start": 551.97, "end": 552.09, "word": " في", "probability": 0.8759765625}, {"start": 552.09, "end": 552.79, "word": " تعريفه", "probability": 0.9927978515625}, {"start": 552.79, "end": 553.39, "word": " ل", "probability": 0.8076171875}, {"start": 553.39, "end": 554.83, "word": " ال", "probability": 0.60693359375}, {"start": 554.83, "end": 555.53, "word": " relationships", "probability": 0.78759765625}, {"start": 555.53, "end": 556.67, "word": " لكل", "probability": 0.947265625}, {"start": 556.67, "end": 557.19, "word": " X", "probability": 0.43798828125}, {"start": 557.19, "end": 557.35, "word": " من", "probability": 0.9912109375}, {"start": 557.35, "end": 557.47, "word": " ال", "probability": 0.6748046875}, {"start": 557.47, "end": 557.75, "word": " Xات", "probability": 0.764892578125}, {"start": 557.75, "end": 557.87, "word": " اللي", "probability": 0.857421875}, {"start": 557.87, "end": 558.15, "word": " موجودة", "probability": 0.9854736328125}, {"start": 558.15, "end": 558.25, "word": " أو", "probability": 0.79052734375}, {"start": 558.25, "end": 558.39, "word": " من", "probability": 0.96337890625}, {"start": 558.39, "end": 559.05, "word": " المتغيرات", "probability": 0.9904296875}, {"start": 559.05, "end": 559.15, "word": " اللي", "probability": 0.98583984375}, {"start": 559.15, "end": 559.43, "word": " موجودة", "probability": 0.98486328125}, {"start": 559.43, "end": 559.73, "word": " عنده", "probability": 0.985595703125}, {"start": 559.73, "end": 560.17, "word": " نفس", "probability": 0.97509765625}, {"start": 560.17, "end": 560.59, "word": " الكلام", "probability": 0.9767252604166666}, {"start": 560.59, "end": 560.89, "word": " هيكون", "probability": 0.814453125}, {"start": 560.89, "end": 561.03, "word": " لمن", "probability": 0.381011962890625}, {"start": 561.03, "end": 561.13, "word": " ال", "probability": 0.49365234375}, {"start": 561.13, "end": 561.31, "word": " X", "probability": 0.9638671875}, {"start": 561.31, "end": 561.67, "word": " اتنين", "probability": 0.86700439453125}, {"start": 561.67, "end": 562.75, "word": " هنمرره", "probability": 0.739111328125}, {"start": 562.75, "end": 563.05, "word": " كلهم", "probability": 0.990478515625}, {"start": 563.05, "end": 563.41, "word": " بالنسبة", "probability": 0.9757080078125}, {"start": 563.41, "end": 563.49, "word": " ل", "probability": 0.92822265625}, {"start": 563.49, "end": 563.83, "word": " B1", "probability": 0.61181640625}, {"start": 563.83, "end": 564.29, "word": " B2", "probability": 0.640380859375}, {"start": 564.29, "end": 564.83, "word": " B3", "probability": 0.946044921875}, {"start": 564.83, "end": 565.19, "word": " و", "probability": 0.79296875}, {"start": 565.19, "end": 565.29, "word": " اللي", "probability": 0.942626953125}, {"start": 565.29, "end": 565.57, "word": " هيكون", "probability": 0.970458984375}, {"start": 565.57, "end": 565.81, "word": " برضه", "probability": 0.8873697916666666}, {"start": 565.81, "end": 566.03, "word": " نفس", "probability": 0.995849609375}, {"start": 566.03, "end": 566.47, "word": " الكلام", "probability": 0.9694010416666666}, {"start": 566.47, "end": 567.39, "word": " بهذا", "probability": 0.948486328125}, {"start": 567.39, "end": 568.19, "word": " الشكل", "probability": 0.98779296875}, {"start": 568.19, "end": 568.71, "word": " هيكون", "probability": 0.91650390625}, {"start": 568.71, "end": 568.89, "word": " فيه", "probability": 0.73193359375}, {"start": 568.89, "end": 569.19, "word": " انها", "probability": 0.6552734375}], "temperature": 1.0}, {"id": 25, "seek": 59339, "start": 570.63, "end": 593.39, "text": "P1 P2 و P3 لمن ل X2 ل X2 فهذا هتكون ميو ل X2 ل X2 ممتاز الآن اتجمع كل هذا الكلام فإذا مبدأيا هذا ones لأنه بمرهها كما هي ل ال memberships تبعتها", "tokens": [47, 16, 430, 17, 4032, 430, 18, 5296, 27842, 5296, 1783, 17, 5296, 1783, 17, 6156, 3224, 15730, 8032, 2655, 30544, 3714, 1829, 2407, 5296, 1783, 17, 5296, 1783, 17, 3714, 2304, 2655, 31377, 6024, 48506, 1975, 2655, 7435, 2304, 3615, 28242, 23758, 2423, 28820, 10943, 6156, 28814, 15730, 3714, 44510, 10721, 25528, 23758, 2306, 5296, 33456, 3224, 4724, 29973, 3224, 11296, 9122, 15042, 39896, 5296, 2423, 2679, 7640, 6055, 3555, 34268, 11296], "avg_logprob": -0.25548986043478994, "compression_ratio": 1.4303797468354431, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 570.63, "end": 571.39, "word": "P1", "probability": 0.550537109375}, {"start": 571.39, "end": 572.33, "word": " P2", "probability": 0.692138671875}, {"start": 572.33, "end": 573.79, "word": " و", "probability": 0.712890625}, {"start": 573.79, "end": 575.03, "word": " P3", "probability": 0.76123046875}, {"start": 575.03, "end": 575.93, "word": " لمن", "probability": 0.597412109375}, {"start": 575.93, "end": 576.17, "word": " ل", "probability": 0.49609375}, {"start": 576.17, "end": 576.95, "word": " X2", "probability": 0.8583984375}, {"start": 576.95, "end": 577.57, "word": " ل", "probability": 0.6142578125}, {"start": 577.57, "end": 578.35, "word": " X2", "probability": 0.941162109375}, {"start": 578.35, "end": 578.61, "word": " فهذا", "probability": 0.7495930989583334}, {"start": 578.61, "end": 578.95, "word": " هتكون", "probability": 0.8772786458333334}, {"start": 578.95, "end": 579.25, "word": " ميو", "probability": 0.6503092447916666}, {"start": 579.25, "end": 579.41, "word": " ل", "probability": 0.94873046875}, {"start": 579.41, "end": 580.41, "word": " X2", "probability": 0.96875}, {"start": 580.41, "end": 581.97, "word": " ل", "probability": 0.58935546875}, {"start": 581.97, "end": 582.47, "word": " X2", "probability": 0.8603515625}, {"start": 582.47, "end": 583.11, "word": " ممتاز", "probability": 0.9495849609375}, {"start": 583.11, "end": 583.91, "word": " الآن", "probability": 0.57489013671875}, {"start": 583.91, "end": 584.53, "word": " اتجمع", "probability": 0.9685546875}, {"start": 584.53, "end": 584.75, "word": " كل", "probability": 0.978515625}, {"start": 584.75, "end": 584.97, "word": " هذا", "probability": 0.96826171875}, {"start": 584.97, "end": 585.47, "word": " الكلام", "probability": 0.9542643229166666}, {"start": 585.47, "end": 586.49, "word": " فإذا", "probability": 0.7568359375}, {"start": 586.49, "end": 587.01, "word": " مبدأيا", "probability": 0.8319091796875}, {"start": 587.01, "end": 587.19, "word": " هذا", "probability": 0.720703125}, {"start": 587.19, "end": 587.67, "word": " ones", "probability": 0.56298828125}, {"start": 587.67, "end": 588.67, "word": " لأنه", "probability": 0.7750651041666666}, {"start": 588.67, "end": 589.13, "word": " بمرهها", "probability": 0.79547119140625}, {"start": 589.13, "end": 589.39, "word": " كما", "probability": 0.9345703125}, {"start": 589.39, "end": 589.73, "word": " هي", "probability": 0.92138671875}, {"start": 589.73, "end": 590.41, "word": " ل", "probability": 0.96142578125}, {"start": 590.41, "end": 591.97, "word": " ال", "probability": 0.6669921875}, {"start": 591.97, "end": 592.75, "word": " memberships", "probability": 0.728759765625}, {"start": 592.75, "end": 593.39, "word": " تبعتها", "probability": 0.952880859375}], "temperature": 1.0}, {"id": 26, "seek": 61804, "start": 595.47, "end": 618.05, "text": "كويس كما هي هيها لـ membership functions اللي خاصة فيها إذا هنا أنا مجسمها ل high medium low أو low medium high بهذا الشكل ممكن تتغير أخليهم خمسة rather low و rather high مثلا أضيف فإذا بيصير هنا عندي خمسة اي واحد اتنين تلاتة اربع اي خمسة لو هنا بدي أقول لأ بدي shape", "tokens": [4117, 45865, 3794, 9122, 15042, 39896, 39896, 11296, 5296, 39184, 16560, 6828, 13672, 1829, 16490, 33546, 3660, 8978, 11296, 11933, 15730, 34105, 41850, 3714, 7435, 38251, 11296, 5296, 1090, 6399, 2295, 34051, 2295, 6399, 1090, 39627, 15730, 25124, 28820, 3714, 43020, 6055, 2655, 17082, 13546, 5551, 9778, 20292, 16095, 16490, 2304, 3794, 3660, 2831, 2295, 4032, 2831, 1090, 50113, 15040, 5551, 11242, 33911, 6156, 28814, 15730, 4724, 1829, 9381, 13546, 34105, 18871, 16254, 16490, 2304, 3794, 3660, 1975, 1829, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 1975, 25513, 3615, 1975, 1829, 16490, 2304, 3794, 3660, 45164, 34105, 4724, 16254, 5551, 39648, 5296, 10721, 4724, 16254, 3909], "avg_logprob": -0.1803977214477279, "compression_ratio": 1.6612903225806452, "no_speech_prob": 1.8477439880371094e-06, "words": [{"start": 595.47, "end": 596.03, "word": "كويس", "probability": 0.6820475260416666}, {"start": 596.03, "end": 596.79, "word": " كما", "probability": 0.798583984375}, {"start": 596.79, "end": 597.01, "word": " هي", "probability": 0.95947265625}, {"start": 597.01, "end": 597.47, "word": " هيها", "probability": 0.748291015625}, {"start": 597.47, "end": 598.11, "word": " لـ", "probability": 0.639404296875}, {"start": 598.11, "end": 598.47, "word": " membership", "probability": 0.4580078125}, {"start": 598.47, "end": 599.09, "word": " functions", "probability": 0.83154296875}, {"start": 599.09, "end": 599.25, "word": " اللي", "probability": 0.9033203125}, {"start": 599.25, "end": 599.63, "word": " خاصة", "probability": 0.9475911458333334}, {"start": 599.63, "end": 599.93, "word": " فيها", "probability": 0.93896484375}, {"start": 599.93, "end": 600.99, "word": " إذا", "probability": 0.85888671875}, {"start": 600.99, "end": 601.17, "word": " هنا", "probability": 0.97802734375}, {"start": 601.17, "end": 601.31, "word": " أنا", "probability": 0.80810546875}, {"start": 601.31, "end": 601.85, "word": " مجسمها", "probability": 0.94140625}, {"start": 601.85, "end": 602.43, "word": " ل", "probability": 0.80859375}, {"start": 602.43, "end": 602.91, "word": " high", "probability": 0.44921875}, {"start": 602.91, "end": 603.45, "word": " medium", "probability": 0.391357421875}, {"start": 603.45, "end": 604.65, "word": " low", "probability": 0.97412109375}, {"start": 604.65, "end": 605.03, "word": " أو", "probability": 0.7568359375}, {"start": 605.03, "end": 605.31, "word": " low", "probability": 0.97607421875}, {"start": 605.31, "end": 605.69, "word": " medium", "probability": 0.92138671875}, {"start": 605.69, "end": 606.07, "word": " high", "probability": 0.9287109375}, {"start": 606.07, "end": 606.65, "word": " بهذا", "probability": 0.864990234375}, {"start": 606.65, "end": 607.05, "word": " الشكل", "probability": 0.993408203125}, {"start": 607.05, "end": 607.51, "word": " ممكن", "probability": 0.9482421875}, {"start": 607.51, "end": 608.03, "word": " تتغير", "probability": 0.98974609375}, {"start": 608.03, "end": 608.87, "word": " أخليهم", "probability": 0.8232421875}, {"start": 608.87, "end": 609.51, "word": " خمسة", "probability": 0.9501953125}, {"start": 609.51, "end": 610.23, "word": " rather", "probability": 0.9453125}, {"start": 610.23, "end": 610.61, "word": " low", "probability": 0.97314453125}, {"start": 610.61, "end": 610.87, "word": " و", "probability": 0.8828125}, {"start": 610.87, "end": 611.05, "word": " rather", "probability": 0.923828125}, {"start": 611.05, "end": 611.33, "word": " high", "probability": 0.95166015625}, {"start": 611.33, "end": 611.65, "word": " مثلا", "probability": 0.9609375}, {"start": 611.65, "end": 612.05, "word": " أضيف", "probability": 0.953125}, {"start": 612.05, "end": 612.95, "word": " فإذا", "probability": 0.8772786458333334}, {"start": 612.95, "end": 613.27, "word": " بيصير", "probability": 0.837646484375}, {"start": 613.27, "end": 613.41, "word": " هنا", "probability": 0.888671875}, {"start": 613.41, "end": 613.63, "word": " عندي", "probability": 0.83251953125}, {"start": 613.63, "end": 614.47, "word": " خمسة", "probability": 0.98974609375}, {"start": 614.47, "end": 614.63, "word": " اي", "probability": 0.5577392578125}, {"start": 614.63, "end": 614.83, "word": " واحد", "probability": 0.95703125}, {"start": 614.83, "end": 615.05, "word": " اتنين", "probability": 0.968994140625}, {"start": 615.05, "end": 615.41, "word": " تلاتة", "probability": 0.854736328125}, {"start": 615.41, "end": 615.73, "word": " اربع", "probability": 0.6619466145833334}, {"start": 615.73, "end": 615.83, "word": " اي", "probability": 0.5738525390625}, {"start": 615.83, "end": 616.55, "word": " خمسة", "probability": 0.9901123046875}, {"start": 616.55, "end": 616.87, "word": " لو", "probability": 0.9013671875}, {"start": 616.87, "end": 617.03, "word": " هنا", "probability": 0.9892578125}, {"start": 617.03, "end": 617.23, "word": " بدي", "probability": 0.6043701171875}, {"start": 617.23, "end": 617.41, "word": " أقول", "probability": 0.812744140625}, {"start": 617.41, "end": 617.59, "word": " لأ", "probability": 0.952392578125}, {"start": 617.59, "end": 617.79, "word": " بدي", "probability": 0.93115234375}, {"start": 617.79, "end": 618.05, "word": " shape", "probability": 0.391357421875}], "temperature": 1.0}, {"id": 27, "seek": 64716, "start": 618.8, "end": 647.16, "text": "medium بديها small و large بس معناته بنشيلها دي بس هاي كل ال structure تبعنا فإذا جدش أنا بدي عدد ال memberships أو ال models تبعنا جدش حجمه يكون بنزود في ال layer هذه جدش أنا بدي أغيي أزود عدد ال memberships تبعنا المتغيرات اللي جوا تمام بعد ذلك زي ما قلنا هاي ال mu اللي هتنضرب بناء على كل واحدة كيف ارتسمت", "tokens": [1912, 2197, 4724, 16254, 11296, 1359, 4032, 2416, 4724, 3794, 20449, 8315, 47395, 44945, 8592, 26895, 11296, 11778, 1829, 4724, 3794, 8032, 47302, 28242, 2423, 3877, 6055, 3555, 3615, 8315, 6156, 28814, 15730, 10874, 3215, 8592, 41850, 4724, 16254, 6225, 3215, 3215, 2423, 2679, 7640, 34051, 2423, 5245, 6055, 3555, 3615, 8315, 10874, 3215, 8592, 11331, 7435, 2304, 3224, 7251, 30544, 44945, 11622, 23328, 8978, 2423, 4583, 29538, 10874, 3215, 8592, 41850, 4724, 16254, 5551, 17082, 1829, 1829, 5551, 11622, 23328, 6225, 3215, 3215, 2423, 2679, 7640, 6055, 3555, 3615, 8315, 9673, 2655, 17082, 13546, 9307, 13672, 1829, 10874, 14407, 46811, 10943, 39182, 29910, 23275, 30767, 1829, 19446, 12174, 1211, 8315, 8032, 47302, 2423, 2992, 13672, 1829, 8032, 2655, 1863, 11242, 25513, 44945, 16606, 15844, 28242, 36764, 24401, 3660, 9122, 33911, 1975, 43500, 38251, 2655], "avg_logprob": -0.21369485129766605, "compression_ratio": 1.8364312267657992, "no_speech_prob": 0.0, "words": [{"start": 618.8, "end": 619.32, "word": "medium", "probability": 0.6219482421875}, {"start": 619.32, "end": 619.74, "word": " بديها", "probability": 0.6692708333333334}, {"start": 619.74, "end": 620.48, "word": " small", "probability": 0.89501953125}, {"start": 620.48, "end": 620.66, "word": " و", "probability": 0.943359375}, {"start": 620.66, "end": 620.88, "word": " large", "probability": 0.78515625}, {"start": 620.88, "end": 621.34, "word": " بس", "probability": 0.982421875}, {"start": 621.34, "end": 621.74, "word": " معناته", "probability": 0.6919352213541666}, {"start": 621.74, "end": 622.24, "word": " بنشيلها", "probability": 0.81475830078125}, {"start": 622.24, "end": 622.5, "word": " دي", "probability": 0.80322265625}, {"start": 622.5, "end": 623.26, "word": " بس", "probability": 0.7359619140625}, {"start": 623.26, "end": 623.52, "word": " هاي", "probability": 0.6826171875}, {"start": 623.52, "end": 623.72, "word": " كل", "probability": 0.97705078125}, {"start": 623.72, "end": 623.8, "word": " ال", "probability": 0.68798828125}, {"start": 623.8, "end": 624.1, "word": " structure", "probability": 0.81591796875}, {"start": 624.1, "end": 624.48, "word": " تبعنا", "probability": 0.915771484375}, {"start": 624.48, "end": 625.06, "word": " فإذا", "probability": 0.78076171875}, {"start": 625.06, "end": 625.96, "word": " جدش", "probability": 0.71142578125}, {"start": 625.96, "end": 626.16, "word": " أنا", "probability": 0.7060546875}, {"start": 626.16, "end": 626.52, "word": " بدي", "probability": 0.79736328125}, {"start": 626.52, "end": 627.32, "word": " عدد", "probability": 0.9734700520833334}, {"start": 627.32, "end": 627.86, "word": " ال", "probability": 0.97802734375}, {"start": 627.86, "end": 629.02, "word": " memberships", "probability": 0.6278076171875}, {"start": 629.02, "end": 629.26, "word": " أو", "probability": 0.59619140625}, {"start": 629.26, "end": 630.06, "word": " ال", "probability": 0.92333984375}, {"start": 630.06, "end": 631.32, "word": " models", "probability": 0.3154296875}, {"start": 631.32, "end": 631.9, "word": " تبعنا", "probability": 0.9708251953125}, {"start": 631.9, "end": 632.48, "word": " جدش", "probability": 0.9397786458333334}, {"start": 632.48, "end": 632.84, "word": " حجمه", "probability": 0.9927978515625}, {"start": 632.84, "end": 633.24, "word": " يكون", "probability": 0.987548828125}, {"start": 633.24, "end": 634.2, "word": " بنزود", "probability": 0.9357096354166666}, {"start": 634.2, "end": 634.42, "word": " في", "probability": 0.95458984375}, {"start": 634.42, "end": 634.5, "word": " ال", "probability": 0.89794921875}, {"start": 634.5, "end": 634.7, "word": " layer", "probability": 0.82470703125}, {"start": 634.7, "end": 635.06, "word": " هذه", "probability": 0.32861328125}, {"start": 635.06, "end": 635.66, "word": " جدش", "probability": 0.9656575520833334}, {"start": 635.66, "end": 635.84, "word": " أنا", "probability": 0.7822265625}, {"start": 635.84, "end": 636.12, "word": " بدي", "probability": 0.92041015625}, {"start": 636.12, "end": 636.76, "word": " أغيي", "probability": 0.654632568359375}, {"start": 636.76, "end": 637.4, "word": " أزود", "probability": 0.7853190104166666}, {"start": 637.4, "end": 637.66, "word": " عدد", "probability": 0.9923502604166666}, {"start": 637.66, "end": 637.76, "word": " ال", "probability": 0.8642578125}, {"start": 637.76, "end": 638.22, "word": " memberships", "probability": 0.882568359375}, {"start": 638.22, "end": 638.72, "word": " تبعنا", "probability": 0.7620849609375}, {"start": 638.72, "end": 640.36, "word": " المتغيرات", "probability": 0.9734375}, {"start": 640.36, "end": 640.48, "word": " اللي", "probability": 0.964111328125}, {"start": 640.48, "end": 640.74, "word": " جوا", "probability": 0.6109619140625}, {"start": 640.74, "end": 641.36, "word": " تمام", "probability": 0.89404296875}, {"start": 641.36, "end": 641.92, "word": " بعد", "probability": 0.943359375}, {"start": 641.92, "end": 642.2, "word": " ذلك", "probability": 0.997802734375}, {"start": 642.2, "end": 642.36, "word": " زي", "probability": 0.97119140625}, {"start": 642.36, "end": 642.44, "word": " ما", "probability": 0.9921875}, {"start": 642.44, "end": 642.66, "word": " قلنا", "probability": 0.8958333333333334}, {"start": 642.66, "end": 642.84, "word": " هاي", "probability": 0.685546875}, {"start": 642.84, "end": 642.94, "word": " ال", "probability": 0.87890625}, {"start": 642.94, "end": 643.14, "word": " mu", "probability": 0.137451171875}, {"start": 643.14, "end": 644.08, "word": " اللي", "probability": 0.976806640625}, {"start": 644.08, "end": 644.78, "word": " هتنضرب", "probability": 0.93291015625}, {"start": 644.78, "end": 645.56, "word": " بناء", "probability": 0.962890625}, {"start": 645.56, "end": 645.8, "word": " على", "probability": 0.8525390625}, {"start": 645.8, "end": 646.08, "word": " كل", "probability": 0.98193359375}, {"start": 646.08, "end": 646.44, "word": " واحدة", "probability": 0.9664713541666666}, {"start": 646.44, "end": 646.6, "word": " كيف", "probability": 0.957763671875}, {"start": 646.6, "end": 647.16, "word": " ارتسمت", "probability": 0.89697265625}], "temperature": 1.0}, {"id": 28, "seek": 67342, "start": 647.88, "end": 673.42, "text": "عشان تروح لل role الأولى فال role الأولى فعليا احنا هي اللي كنا بنعمل مش كنا نقول a1 اذا كان ال role الأولى هي a1 مع هنا طبعا ايش مخدر ال a1 a1 مع b1 اذا a1 مع b1 و هفترض انه هنا say مثلا مثال اجت ال crystal تبع ال b x2 هنا فإذا b1 0 يعني كأنه هنا اجتني", "tokens": [3615, 8592, 7649, 6055, 32887, 5016, 24976, 3090, 16247, 12610, 7578, 6156, 6027, 3090, 16247, 12610, 7578, 6156, 3615, 20292, 995, 1975, 5016, 8315, 39896, 13672, 1829, 9122, 8315, 44945, 25957, 1211, 37893, 9122, 8315, 8717, 39648, 257, 16, 1975, 15730, 25961, 2423, 3090, 16247, 12610, 7578, 39896, 257, 16, 20449, 34105, 23032, 3555, 3615, 995, 1975, 1829, 8592, 3714, 9778, 3215, 2288, 2423, 257, 16, 257, 16, 20449, 272, 16, 1975, 15730, 257, 16, 20449, 272, 16, 4032, 8032, 5172, 2655, 43042, 16472, 3224, 34105, 584, 50113, 15040, 50113, 6027, 1975, 7435, 2655, 2423, 13662, 6055, 3555, 3615, 2423, 272, 2031, 17, 34105, 6156, 28814, 15730, 272, 16, 1958, 37495, 22653, 9122, 33456, 3224, 34105, 1975, 7435, 2655, 22653], "avg_logprob": -0.21268079103517137, "compression_ratio": 1.9056603773584906, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 647.88, "end": 648.26, "word": "عشان", "probability": 0.9679361979166666}, {"start": 648.26, "end": 648.54, "word": " تروح", "probability": 0.8351236979166666}, {"start": 648.54, "end": 648.72, "word": " لل", "probability": 0.888671875}, {"start": 648.72, "end": 648.92, "word": " role", "probability": 0.65625}, {"start": 648.92, "end": 649.6, "word": " الأولى", "probability": 0.9513346354166666}, {"start": 649.6, "end": 650.1, "word": " فال", "probability": 0.85546875}, {"start": 650.1, "end": 650.22, "word": " role", "probability": 0.79345703125}, {"start": 650.22, "end": 650.8, "word": " الأولى", "probability": 0.9718424479166666}, {"start": 650.8, "end": 651.82, "word": " فعليا", "probability": 0.906005859375}, {"start": 651.82, "end": 652.24, "word": " احنا", "probability": 0.8079427083333334}, {"start": 652.24, "end": 652.36, "word": " هي", "probability": 0.64501953125}, {"start": 652.36, "end": 652.44, "word": " اللي", "probability": 0.806884765625}, {"start": 652.44, "end": 652.54, "word": " كنا", "probability": 0.980712890625}, {"start": 652.54, "end": 653.04, "word": " بنعمل", "probability": 0.96533203125}, {"start": 653.04, "end": 653.28, "word": " مش", "probability": 0.88671875}, {"start": 653.28, "end": 653.44, "word": " كنا", "probability": 0.969970703125}, {"start": 653.44, "end": 653.78, "word": " نقول", "probability": 0.95068359375}, {"start": 653.78, "end": 655.32, "word": " a1", "probability": 0.579833984375}, {"start": 655.32, "end": 655.54, "word": " اذا", "probability": 0.788818359375}, {"start": 655.54, "end": 655.72, "word": " كان", "probability": 0.97216796875}, {"start": 655.72, "end": 655.82, "word": " ال", "probability": 0.84130859375}, {"start": 655.82, "end": 655.96, "word": " role", "probability": 0.91552734375}, {"start": 655.96, "end": 656.34, "word": " الأولى", "probability": 0.8492838541666666}, {"start": 656.34, "end": 656.54, "word": " هي", "probability": 0.7294921875}, {"start": 656.54, "end": 657.2, "word": " a1", "probability": 0.9775390625}, {"start": 657.2, "end": 657.78, "word": " مع", "probability": 0.89892578125}, {"start": 657.78, "end": 658.06, "word": " هنا", "probability": 0.23974609375}, {"start": 658.06, "end": 658.34, "word": " طبعا", "probability": 0.9559326171875}, {"start": 658.34, "end": 658.52, "word": " ايش", "probability": 0.7367350260416666}, {"start": 658.52, "end": 658.82, "word": " مخدر", "probability": 0.8204345703125}, {"start": 658.82, "end": 658.92, "word": " ال", "probability": 0.833984375}, {"start": 658.92, "end": 659.18, "word": " a1", "probability": 0.8642578125}, {"start": 659.18, "end": 659.74, "word": " a1", "probability": 0.6605224609375}, {"start": 659.74, "end": 659.92, "word": " مع", "probability": 0.9189453125}, {"start": 659.92, "end": 660.42, "word": " b1", "probability": 0.929931640625}, {"start": 660.42, "end": 660.9, "word": " اذا", "probability": 0.887451171875}, {"start": 660.9, "end": 661.38, "word": " a1", "probability": 0.968505859375}, {"start": 661.38, "end": 661.56, "word": " مع", "probability": 0.97802734375}, {"start": 661.56, "end": 662.02, "word": " b1", "probability": 0.9736328125}, {"start": 662.02, "end": 662.14, "word": " و", "probability": 0.6630859375}, {"start": 662.14, "end": 662.48, "word": " هفترض", "probability": 0.850830078125}, {"start": 662.48, "end": 662.72, "word": " انه", "probability": 0.68896484375}, {"start": 662.72, "end": 663.04, "word": " هنا", "probability": 0.98974609375}, {"start": 663.04, "end": 663.68, "word": " say", "probability": 0.7421875}, {"start": 663.68, "end": 664.1, "word": " مثلا", "probability": 0.9921875}, {"start": 664.1, "end": 665.98, "word": " مثال", "probability": 0.74560546875}, {"start": 665.98, "end": 666.26, "word": " اجت", "probability": 0.7164713541666666}, {"start": 666.26, "end": 666.4, "word": " ال", "probability": 0.427978515625}, {"start": 666.4, "end": 666.62, "word": " crystal", "probability": 0.353759765625}, {"start": 666.62, "end": 666.92, "word": " تبع", "probability": 0.781494140625}, {"start": 666.92, "end": 667.34, "word": " ال", "probability": 0.96240234375}, {"start": 667.34, "end": 667.58, "word": " b", "probability": 0.6572265625}, {"start": 667.58, "end": 668.28, "word": " x2", "probability": 0.740234375}, {"start": 668.28, "end": 668.56, "word": " هنا", "probability": 0.9912109375}, {"start": 668.56, "end": 669.5, "word": " فإذا", "probability": 0.8017578125}, {"start": 669.5, "end": 669.98, "word": " b1", "probability": 0.677001953125}, {"start": 669.98, "end": 670.28, "word": " 0", "probability": 0.0810546875}, {"start": 670.28, "end": 671.5, "word": " يعني", "probability": 0.958740234375}, {"start": 671.5, "end": 672.18, "word": " كأنه", "probability": 0.96044921875}, {"start": 672.18, "end": 672.86, "word": " هنا", "probability": 0.99267578125}, {"start": 672.86, "end": 673.42, "word": " اجتني", "probability": 0.8673095703125}], "temperature": 1.0}, {"id": 29, "seek": 70280, "start": 675.38, "end": 702.8, "text": "قيمة القيمة اللي هنا الميو ل X واحد مع الميو ل B واحد عشان نشوف ايش بدنا نعمل ال process عليهم بحيث انه الاتنين هدول مع بعضهم هيعطوني ميو ل R واحد اللي مذكرين لما كنا نعمل clipping وقولنا انهم في مجال انه نعمل scaling لأ clipping فإذا جديش قيمة ال clipping هذه هي", "tokens": [4587, 32640, 3660, 25062, 32640, 3660, 13672, 1829, 34105, 9673, 1829, 2407, 5296, 1783, 36764, 24401, 20449, 9673, 1829, 2407, 5296, 363, 36764, 24401, 6225, 8592, 7649, 8717, 8592, 38688, 1975, 1829, 8592, 47525, 8315, 8717, 25957, 1211, 2423, 1399, 25894, 16095, 4724, 5016, 1829, 12984, 16472, 3224, 2423, 9307, 1863, 9957, 8032, 3215, 12610, 20449, 45030, 11242, 16095, 39896, 3615, 9566, 11536, 1829, 3714, 1829, 2407, 5296, 497, 36764, 24401, 13672, 1829, 3714, 8848, 37983, 9957, 5296, 15042, 9122, 8315, 8717, 25957, 1211, 49320, 4032, 39648, 8315, 16472, 16095, 8978, 3714, 7435, 6027, 16472, 3224, 8717, 25957, 1211, 21589, 5296, 10721, 49320, 6156, 28814, 15730, 10874, 16254, 8592, 12174, 32640, 3660, 2423, 49320, 29538, 39896], "avg_logprob": -0.18469551332995424, "compression_ratio": 1.9285714285714286, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 675.3799999999999, "end": 676.1999999999999, "word": "قيمة", "probability": 0.8473307291666666}, {"start": 676.1999999999999, "end": 677.02, "word": " القيمة", "probability": 0.8525390625}, {"start": 677.02, "end": 677.14, "word": " اللي", "probability": 0.7255859375}, {"start": 677.14, "end": 677.42, "word": " هنا", "probability": 0.97509765625}, {"start": 677.42, "end": 678.78, "word": " الميو", "probability": 0.5998128255208334}, {"start": 678.78, "end": 678.92, "word": " ل", "probability": 0.7626953125}, {"start": 678.92, "end": 679.12, "word": " X", "probability": 0.48193359375}, {"start": 679.12, "end": 679.66, "word": " واحد", "probability": 0.67578125}, {"start": 679.66, "end": 680.32, "word": " مع", "probability": 0.9130859375}, {"start": 680.32, "end": 681.4, "word": " الميو", "probability": 0.90234375}, {"start": 681.4, "end": 682.1, "word": " ل", "probability": 0.93359375}, {"start": 682.1, "end": 682.28, "word": " B", "probability": 0.335205078125}, {"start": 682.28, "end": 682.86, "word": " واحد", "probability": 0.982177734375}, {"start": 682.86, "end": 684.34, "word": " عشان", "probability": 0.96630859375}, {"start": 684.34, "end": 684.7, "word": " نشوف", "probability": 0.9493815104166666}, {"start": 684.7, "end": 684.84, "word": " ايش", "probability": 0.7517903645833334}, {"start": 684.84, "end": 685.04, "word": " بدنا", "probability": 0.90185546875}, {"start": 685.04, "end": 685.28, "word": " نعمل", "probability": 0.994140625}, {"start": 685.28, "end": 685.38, "word": " ال", "probability": 0.52294921875}, {"start": 685.38, "end": 685.62, "word": " process", "probability": 0.890625}, {"start": 685.62, "end": 686.08, "word": " عليهم", "probability": 0.97607421875}, {"start": 686.08, "end": 686.92, "word": " بحيث", "probability": 0.9610595703125}, {"start": 686.92, "end": 687.22, "word": " انه", "probability": 0.806640625}, {"start": 687.22, "end": 687.84, "word": " الاتنين", "probability": 0.8458251953125}, {"start": 687.84, "end": 688.12, "word": " هدول", "probability": 0.7693684895833334}, {"start": 688.12, "end": 688.34, "word": " مع", "probability": 0.99462890625}, {"start": 688.34, "end": 688.98, "word": " بعضهم", "probability": 0.9949544270833334}, {"start": 688.98, "end": 690.6, "word": " هيعطوني", "probability": 0.91103515625}, {"start": 690.6, "end": 691.06, "word": " ميو", "probability": 0.8460286458333334}, {"start": 691.06, "end": 691.28, "word": " ل", "probability": 0.9833984375}, {"start": 691.28, "end": 691.66, "word": " R", "probability": 0.85595703125}, {"start": 691.66, "end": 692.22, "word": " واحد", "probability": 0.989990234375}, {"start": 692.22, "end": 692.9, "word": " اللي", "probability": 0.97216796875}, {"start": 692.9, "end": 693.52, "word": " مذكرين", "probability": 0.7520751953125}, {"start": 693.52, "end": 693.7, "word": " لما", "probability": 0.939697265625}, {"start": 693.7, "end": 693.9, "word": " كنا", "probability": 0.984375}, {"start": 693.9, "end": 694.24, "word": " نعمل", "probability": 0.9884440104166666}, {"start": 694.24, "end": 694.58, "word": " clipping", "probability": 0.80322265625}, {"start": 694.58, "end": 696.2, "word": " وقولنا", "probability": 0.7732747395833334}, {"start": 696.2, "end": 696.38, "word": " انهم", "probability": 0.6170654296875}, {"start": 696.38, "end": 696.54, "word": " في", "probability": 0.94482421875}, {"start": 696.54, "end": 696.9, "word": " مجال", "probability": 0.9903971354166666}, {"start": 696.9, "end": 697.1, "word": " انه", "probability": 0.7548828125}, {"start": 697.1, "end": 697.3, "word": " نعمل", "probability": 0.97119140625}, {"start": 697.3, "end": 697.74, "word": " scaling", "probability": 0.9521484375}, {"start": 697.74, "end": 698.54, "word": " لأ", "probability": 0.873046875}, {"start": 698.54, "end": 699.0, "word": " clipping", "probability": 0.78955078125}, {"start": 699.0, "end": 699.9, "word": " فإذا", "probability": 0.8229166666666666}, {"start": 699.9, "end": 700.52, "word": " جديش", "probability": 0.7919921875}, {"start": 700.52, "end": 700.78, "word": " قيمة", "probability": 0.99560546875}, {"start": 700.78, "end": 700.88, "word": " ال", "probability": 0.904296875}, {"start": 700.88, "end": 701.56, "word": " clipping", "probability": 0.95947265625}, {"start": 701.56, "end": 702.0, "word": " هذه", "probability": 0.336181640625}, {"start": 702.0, "end": 702.8, "word": " هي", "probability": 0.9423828125}], "temperature": 1.0}, {"id": 30, "seek": 72940, "start": 703.72, "end": 729.4, "text": "للـ R1 ميو بتاعة الـ R1 بس لمين هذه القيمة هذه؟ لمين؟ لل C1 أو C2 للناتج فهنا واضح إن الناتج تبعنا هيكون عبارة عن ك output هنا إيش ما يكون المتغير بتاع ال output تبعنا؟ إيش ما يكون يكون اللي هو في النهاية ال Y هتطلع عبارة عن C1 و C2", "tokens": [1211, 1211, 39184, 497, 16, 3714, 1829, 2407, 39894, 995, 27884, 2423, 39184, 497, 16, 4724, 3794, 32767, 9957, 29538, 25062, 32640, 3660, 29538, 22807, 32767, 9957, 22807, 24976, 383, 16, 34051, 383, 17, 24976, 8315, 2655, 7435, 6156, 3224, 8315, 4032, 46958, 5016, 36145, 28239, 9307, 7435, 6055, 3555, 3615, 8315, 39896, 30544, 6225, 3555, 9640, 3660, 18871, 9122, 5598, 34105, 11933, 1829, 8592, 19446, 7251, 30544, 9673, 2655, 17082, 13546, 39894, 45761, 2423, 5598, 6055, 3555, 3615, 8315, 22807, 11933, 1829, 8592, 19446, 7251, 30544, 7251, 30544, 13672, 1829, 31439, 8978, 28239, 11296, 10632, 2423, 398, 8032, 2655, 9566, 1211, 3615, 6225, 3555, 9640, 3660, 18871, 383, 16, 4032, 383, 17], "avg_logprob": -0.18681469245960838, "compression_ratio": 1.8926829268292682, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 703.72, "end": 704.16, "word": "للـ", "probability": 0.6234537760416666}, {"start": 704.16, "end": 704.86, "word": " R1", "probability": 0.59423828125}, {"start": 704.86, "end": 705.32, "word": " ميو", "probability": 0.6170654296875}, {"start": 705.32, "end": 705.86, "word": " بتاعة", "probability": 0.8181966145833334}, {"start": 705.86, "end": 706.14, "word": " الـ", "probability": 0.948486328125}, {"start": 706.14, "end": 707.06, "word": " R1", "probability": 0.8212890625}, {"start": 707.06, "end": 707.64, "word": " بس", "probability": 0.895751953125}, {"start": 707.64, "end": 708.16, "word": " لمين", "probability": 0.83544921875}, {"start": 708.16, "end": 709.12, "word": " هذه", "probability": 0.56201171875}, {"start": 709.12, "end": 709.9, "word": " القيمة", "probability": 0.9420572916666666}, {"start": 709.9, "end": 710.7, "word": " هذه؟", "probability": 0.53314208984375}, {"start": 710.7, "end": 711.58, "word": " لمين؟", "probability": 0.76904296875}, {"start": 711.58, "end": 711.84, "word": " لل", "probability": 0.6640625}, {"start": 711.84, "end": 713.32, "word": " C1", "probability": 0.6873779296875}, {"start": 713.32, "end": 713.6, "word": " أو", "probability": 0.85498046875}, {"start": 713.6, "end": 714.12, "word": " C2", "probability": 0.947021484375}, {"start": 714.12, "end": 714.98, "word": " للناتج", "probability": 0.781982421875}, {"start": 714.98, "end": 715.46, "word": " فهنا", "probability": 0.9099934895833334}, {"start": 715.46, "end": 715.8, "word": " واضح", "probability": 0.9894205729166666}, {"start": 715.8, "end": 715.94, "word": " إن", "probability": 0.3173828125}, {"start": 715.94, "end": 716.42, "word": " الناتج", "probability": 0.7620442708333334}, {"start": 716.42, "end": 716.98, "word": " تبعنا", "probability": 0.95947265625}, {"start": 716.98, "end": 717.62, "word": " هيكون", "probability": 0.84619140625}, {"start": 717.62, "end": 718.06, "word": " عبارة", "probability": 0.984619140625}, {"start": 718.06, "end": 718.36, "word": " عن", "probability": 0.9951171875}, {"start": 718.36, "end": 718.78, "word": " ك", "probability": 0.70751953125}, {"start": 718.78, "end": 719.32, "word": " output", "probability": 0.892578125}, {"start": 719.32, "end": 719.74, "word": " هنا", "probability": 0.9794921875}, {"start": 719.74, "end": 721.58, "word": " إيش", "probability": 0.8087565104166666}, {"start": 721.58, "end": 721.68, "word": " ما", "probability": 0.97412109375}, {"start": 721.68, "end": 721.86, "word": " يكون", "probability": 0.966552734375}, {"start": 721.86, "end": 722.32, "word": " المتغير", "probability": 0.986572265625}, {"start": 722.32, "end": 722.48, "word": " بتاع", "probability": 0.62353515625}, {"start": 722.48, "end": 722.58, "word": " ال", "probability": 0.78369140625}, {"start": 722.58, "end": 722.82, "word": " output", "probability": 0.98876953125}, {"start": 722.82, "end": 724.26, "word": " تبعنا؟", "probability": 0.86611328125}, {"start": 724.26, "end": 724.44, "word": " إيش", "probability": 0.9661458333333334}, {"start": 724.44, "end": 724.52, "word": " ما", "probability": 0.9931640625}, {"start": 724.52, "end": 724.7, "word": " يكون", "probability": 0.929931640625}, {"start": 724.7, "end": 724.9, "word": " يكون", "probability": 0.93017578125}, {"start": 724.9, "end": 725.0, "word": " اللي", "probability": 0.929443359375}, {"start": 725.0, "end": 725.22, "word": " هو", "probability": 0.99072265625}, {"start": 725.22, "end": 725.6, "word": " في", "probability": 0.97412109375}, {"start": 725.6, "end": 725.96, "word": " النهاية", "probability": 0.8963216145833334}, {"start": 725.96, "end": 726.44, "word": " ال", "probability": 0.986328125}, {"start": 726.44, "end": 726.66, "word": " Y", "probability": 0.74755859375}, {"start": 726.66, "end": 727.16, "word": " هتطلع", "probability": 0.93701171875}, {"start": 727.16, "end": 727.72, "word": " عبارة", "probability": 0.952392578125}, {"start": 727.72, "end": 727.94, "word": " عن", "probability": 0.9912109375}, {"start": 727.94, "end": 728.74, "word": " C1", "probability": 0.96337890625}, {"start": 728.74, "end": 729.02, "word": " و", "probability": 0.9599609375}, {"start": 729.02, "end": 729.4, "word": " C2", "probability": 0.81298828125}], "temperature": 1.0}, {"id": 31, "seek": 75508, "start": 731.5, "end": 755.08, "text": "C1 and C2 بهذا الشكل اللي احنا شايفينه قدامنا تمام فإذا جداش بده يقطع خلّينا نقول منه إن ناتج تبعه ل ال mu R1 هذه راحت ل C2 فإذا بجي عند C2 و بقطع قيمتها تمام C2 هذه جايانة برضه من R2", "tokens": [34, 16, 293, 383, 17, 39627, 15730, 25124, 28820, 13672, 1829, 1975, 5016, 8315, 13412, 995, 33911, 9957, 3224, 12174, 3215, 10943, 8315, 46811, 10943, 6156, 28814, 15730, 10874, 3215, 33599, 47525, 3224, 7251, 47432, 3615, 16490, 1211, 11703, 1829, 8315, 8717, 39648, 9154, 3224, 36145, 8717, 9307, 7435, 6055, 3555, 3615, 3224, 5296, 2423, 2992, 497, 16, 29538, 12602, 39319, 2655, 5296, 383, 17, 6156, 28814, 15730, 4724, 7435, 1829, 43242, 383, 17, 4032, 4724, 47432, 3615, 12174, 32640, 2655, 11296, 46811, 10943, 383, 17, 29538, 10874, 47302, 7649, 3660, 4724, 43042, 3224, 9154, 497, 17], "avg_logprob": -0.2136479608562528, "compression_ratio": 1.6020942408376964, "no_speech_prob": 4.351139068603516e-06, "words": [{"start": 731.5, "end": 732.06, "word": "C1", "probability": 0.716796875}, {"start": 732.06, "end": 732.34, "word": " and", "probability": 0.783203125}, {"start": 732.34, "end": 733.34, "word": " C2", "probability": 0.979736328125}, {"start": 733.34, "end": 734.26, "word": " بهذا", "probability": 0.877685546875}, {"start": 734.26, "end": 734.7, "word": " الشكل", "probability": 0.990966796875}, {"start": 734.7, "end": 734.8, "word": " اللي", "probability": 0.936279296875}, {"start": 734.8, "end": 734.94, "word": " احنا", "probability": 0.7762044270833334}, {"start": 734.94, "end": 735.3, "word": " شايفينه", "probability": 0.98056640625}, {"start": 735.3, "end": 735.74, "word": " قدامنا", "probability": 0.98291015625}, {"start": 735.74, "end": 736.38, "word": " تمام", "probability": 0.7418212890625}, {"start": 736.38, "end": 737.02, "word": " فإذا", "probability": 0.8658854166666666}, {"start": 737.02, "end": 737.52, "word": " جداش", "probability": 0.6639811197916666}, {"start": 737.52, "end": 737.76, "word": " بده", "probability": 0.8447265625}, {"start": 737.76, "end": 738.24, "word": " يقطع", "probability": 0.9938151041666666}, {"start": 738.24, "end": 738.92, "word": " خلّينا", "probability": 0.75419921875}, {"start": 738.92, "end": 739.3, "word": " نقول", "probability": 0.98828125}, {"start": 739.3, "end": 739.9, "word": " منه", "probability": 0.555419921875}, {"start": 739.9, "end": 740.12, "word": " إن", "probability": 0.7421875}, {"start": 740.12, "end": 740.5, "word": " ناتج", "probability": 0.7989095052083334}, {"start": 740.5, "end": 741.74, "word": " تبعه", "probability": 0.9095458984375}, {"start": 741.74, "end": 742.4, "word": " ل", "probability": 0.88037109375}, {"start": 742.4, "end": 743.48, "word": " ال", "probability": 0.72802734375}, {"start": 743.48, "end": 743.72, "word": " mu", "probability": 0.1026611328125}, {"start": 743.72, "end": 744.58, "word": " R1", "probability": 0.70654296875}, {"start": 744.58, "end": 744.98, "word": " هذه", "probability": 0.4326171875}, {"start": 744.98, "end": 747.46, "word": " راحت", "probability": 0.6558430989583334}, {"start": 747.46, "end": 747.54, "word": " ل", "probability": 0.94482421875}, {"start": 747.54, "end": 748.0, "word": " C2", "probability": 0.813232421875}, {"start": 748.0, "end": 748.8, "word": " فإذا", "probability": 0.9186197916666666}, {"start": 748.8, "end": 749.04, "word": " بجي", "probability": 0.6984049479166666}, {"start": 749.04, "end": 749.14, "word": " عند", "probability": 0.814453125}, {"start": 749.14, "end": 749.48, "word": " C2", "probability": 0.95654296875}, {"start": 749.48, "end": 749.58, "word": " و", "probability": 0.70703125}, {"start": 749.58, "end": 749.9, "word": " بقطع", "probability": 0.9864908854166666}, {"start": 749.9, "end": 750.58, "word": " قيمتها", "probability": 0.994384765625}, {"start": 750.58, "end": 752.1, "word": " تمام", "probability": 0.880126953125}, {"start": 752.1, "end": 753.78, "word": " C2", "probability": 0.773193359375}, {"start": 753.78, "end": 754.04, "word": " هذه", "probability": 0.73828125}, {"start": 754.04, "end": 754.36, "word": " جايانة", "probability": 0.8154296875}, {"start": 754.36, "end": 754.54, "word": " برضه", "probability": 0.8986002604166666}, {"start": 754.54, "end": 754.66, "word": " من", "probability": 0.96875}, {"start": 754.66, "end": 755.08, "word": " R2", "probability": 0.987060546875}], "temperature": 1.0}, {"id": 32, "seek": 77555, "start": 755.95, "end": 775.55, "text": "جاية برضه كمان مرة من R2 يعني كأنه ناتج آخر لها مقطوع بطريقة مختلفة برضه ل C2 هذه حسب وجهة نظر R2 R4 R5 طيب هنا هذه كلها في الآخر بدها تعمل accumulation", "tokens": [7435, 995, 10632, 4724, 43042, 3224, 9122, 2304, 7649, 3714, 25720, 9154, 497, 17, 37495, 22653, 9122, 33456, 3224, 8717, 9307, 7435, 19753, 34740, 5296, 11296, 3714, 47432, 45367, 4724, 9566, 16572, 28671, 3714, 46456, 46538, 3660, 4724, 43042, 3224, 5296, 383, 17, 29538, 11331, 35457, 49610, 3224, 3660, 8717, 19913, 2288, 497, 17, 497, 19, 497, 20, 23032, 1829, 3555, 34105, 29538, 28242, 11296, 8978, 6024, 95, 34740, 47525, 11296, 6055, 25957, 1211, 35647], "avg_logprob": -0.13394325383399663, "compression_ratio": 1.4367816091954022, "no_speech_prob": 5.960464477539062e-07, "words": [{"start": 755.95, "end": 756.35, "word": "جاية", "probability": 0.6871744791666666}, {"start": 756.35, "end": 756.59, "word": " برضه", "probability": 0.8556315104166666}, {"start": 756.59, "end": 756.81, "word": " كمان", "probability": 0.8829752604166666}, {"start": 756.81, "end": 757.03, "word": " مرة", "probability": 0.98046875}, {"start": 757.03, "end": 757.15, "word": " من", "probability": 0.96240234375}, {"start": 757.15, "end": 757.55, "word": " R2", "probability": 0.760986328125}, {"start": 757.55, "end": 757.79, "word": " يعني", "probability": 0.83984375}, {"start": 757.79, "end": 758.39, "word": " كأنه", "probability": 0.9518229166666666}, {"start": 758.39, "end": 759.39, "word": " ناتج", "probability": 0.9763997395833334}, {"start": 759.39, "end": 759.87, "word": " آخر", "probability": 0.7291259765625}, {"start": 759.87, "end": 760.39, "word": " لها", "probability": 0.634033203125}, {"start": 760.39, "end": 761.49, "word": " مقطوع", "probability": 0.89599609375}, {"start": 761.49, "end": 761.81, "word": " بطريقة", "probability": 0.982666015625}, {"start": 761.81, "end": 762.75, "word": " مختلفة", "probability": 0.994873046875}, {"start": 762.75, "end": 764.41, "word": " برضه", "probability": 0.9235026041666666}, {"start": 764.41, "end": 764.51, "word": " ل", "probability": 0.927734375}, {"start": 764.51, "end": 765.01, "word": " C2", "probability": 0.760986328125}, {"start": 765.01, "end": 765.91, "word": " هذه", "probability": 0.513671875}, {"start": 765.91, "end": 767.23, "word": " حسب", "probability": 0.984130859375}, {"start": 767.23, "end": 767.79, "word": " وجهة", "probability": 0.9615885416666666}, {"start": 767.79, "end": 768.07, "word": " نظر", "probability": 0.9889322916666666}, {"start": 768.07, "end": 768.83, "word": " R2", "probability": 0.964111328125}, {"start": 768.83, "end": 770.71, "word": " R4", "probability": 0.839599609375}, {"start": 770.71, "end": 772.19, "word": " R5", "probability": 0.76416015625}, {"start": 772.19, "end": 772.97, "word": " طيب", "probability": 0.8665364583333334}, {"start": 772.97, "end": 773.25, "word": " هنا", "probability": 0.9619140625}, {"start": 773.25, "end": 774.03, "word": " هذه", "probability": 0.857421875}, {"start": 774.03, "end": 774.35, "word": " كلها", "probability": 0.976318359375}, {"start": 774.35, "end": 774.47, "word": " في", "probability": 0.93359375}, {"start": 774.47, "end": 774.75, "word": " الآخر", "probability": 0.9189453125}, {"start": 774.75, "end": 774.95, "word": " بدها", "probability": 0.868896484375}, {"start": 774.95, "end": 775.19, "word": " تعمل", "probability": 0.9659830729166666}, {"start": 775.19, "end": 775.55, "word": " accumulation", "probability": 0.96875}], "temperature": 1.0}, {"id": 33, "seek": 80132, "start": 776.7, "end": 801.32, "text": "بدا تعمل عملية accumulation عشان تجمع ايش ممكن تعملها ناتج نفس الناتج من مجموعة rules هذا هناخدها الحقيقة الآن في ال steps تبع ال algorithm نفسه في ال steps عشان في النهاية نقول انه ك accumulation الناتج الأول والناتج التاني بدنا نعملهم center of gravity", "tokens": [3555, 28259, 6055, 25957, 1211, 6225, 42213, 10632, 35647, 6225, 8592, 7649, 6055, 7435, 2304, 3615, 1975, 1829, 8592, 3714, 43020, 6055, 25957, 1211, 11296, 8717, 9307, 7435, 8717, 36178, 28239, 9307, 7435, 9154, 3714, 7435, 2304, 2407, 27884, 4474, 23758, 8032, 1863, 47283, 3215, 11296, 21542, 38436, 28671, 6024, 48506, 8978, 2423, 4439, 6055, 3555, 3615, 2423, 9284, 8717, 36178, 3224, 8978, 2423, 4439, 6225, 8592, 7649, 8978, 28239, 11296, 10632, 8717, 39648, 16472, 3224, 9122, 35647, 28239, 9307, 7435, 16247, 12610, 16070, 8315, 2655, 7435, 16712, 7649, 1829, 47525, 8315, 8717, 25957, 1211, 16095, 3056, 295, 12110], "avg_logprob": -0.19359375715255736, "compression_ratio": 1.798206278026906, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 776.7, "end": 776.98, "word": "بدا", "probability": 0.4344482421875}, {"start": 776.98, "end": 777.36, "word": " تعمل", "probability": 0.9562174479166666}, {"start": 777.36, "end": 777.92, "word": " عملية", "probability": 0.9886067708333334}, {"start": 777.92, "end": 778.36, "word": " accumulation", "probability": 0.94580078125}, {"start": 778.36, "end": 779.16, "word": " عشان", "probability": 0.9510091145833334}, {"start": 779.16, "end": 779.9, "word": " تجمع", "probability": 0.8876953125}, {"start": 779.9, "end": 780.5, "word": " ايش", "probability": 0.7130533854166666}, {"start": 780.5, "end": 780.78, "word": " ممكن", "probability": 0.9921875}, {"start": 780.78, "end": 781.56, "word": " تعملها", "probability": 0.8140869140625}, {"start": 781.56, "end": 782.76, "word": " ناتج", "probability": 0.9894205729166666}, {"start": 782.76, "end": 783.52, "word": " نفس", "probability": 0.810791015625}, {"start": 783.52, "end": 784.06, "word": " الناتج", "probability": 0.9117838541666666}, {"start": 784.06, "end": 784.26, "word": " من", "probability": 0.98681640625}, {"start": 784.26, "end": 784.62, "word": " مجموعة", "probability": 0.878515625}, {"start": 784.62, "end": 784.98, "word": " rules", "probability": 0.75537109375}, {"start": 784.98, "end": 785.36, "word": " هذا", "probability": 0.5458984375}, {"start": 785.36, "end": 785.76, "word": " هناخدها", "probability": 0.8357421875}, {"start": 785.76, "end": 786.14, "word": " الحقيقة", "probability": 0.9881184895833334}, {"start": 786.14, "end": 786.44, "word": " الآن", "probability": 0.73193359375}, {"start": 786.44, "end": 786.64, "word": " في", "probability": 0.91064453125}, {"start": 786.64, "end": 786.82, "word": " ال", "probability": 0.8759765625}, {"start": 786.82, "end": 787.14, "word": " steps", "probability": 0.8291015625}, {"start": 787.14, "end": 787.44, "word": " تبع", "probability": 0.7513020833333334}, {"start": 787.44, "end": 787.84, "word": " ال", "probability": 0.72802734375}, {"start": 787.84, "end": 788.24, "word": " algorithm", "probability": 0.8994140625}, {"start": 788.24, "end": 788.72, "word": " نفسه", "probability": 0.9886067708333334}, {"start": 788.72, "end": 788.96, "word": " في", "probability": 0.60107421875}, {"start": 788.96, "end": 789.04, "word": " ال", "probability": 0.90625}, {"start": 789.04, "end": 789.2, "word": " steps", "probability": 0.779296875}, {"start": 789.2, "end": 789.4, "word": " عشان", "probability": 0.6135660807291666}, {"start": 789.4, "end": 790.8, "word": " في", "probability": 0.90087890625}, {"start": 790.8, "end": 791.48, "word": " النهاية", "probability": 0.93994140625}, {"start": 791.48, "end": 792.24, "word": " نقول", "probability": 0.7327880859375}, {"start": 792.24, "end": 792.94, "word": " انه", "probability": 0.66552734375}, {"start": 792.94, "end": 793.08, "word": " ك", "probability": 0.888671875}, {"start": 793.08, "end": 793.82, "word": " accumulation", "probability": 0.9306640625}, {"start": 793.82, "end": 794.92, "word": " الناتج", "probability": 0.9039713541666666}, {"start": 794.92, "end": 795.7, "word": " الأول", "probability": 0.919189453125}, {"start": 795.7, "end": 796.8, "word": " والناتج", "probability": 0.8336181640625}, {"start": 796.8, "end": 798.32, "word": " التاني", "probability": 0.9366861979166666}, {"start": 798.32, "end": 798.82, "word": " بدنا", "probability": 0.8935546875}, {"start": 798.82, "end": 799.52, "word": " نعملهم", "probability": 0.933349609375}, {"start": 799.52, "end": 800.66, "word": " center", "probability": 0.52392578125}, {"start": 800.66, "end": 800.94, "word": " of", "probability": 0.97607421875}, {"start": 800.94, "end": 801.32, "word": " gravity", "probability": 0.759765625}], "temperature": 1.0}, {"id": 34, "seek": 81768, "start": 802.56, "end": 817.68, "text": "بالظبط ال center of gravity اللي اتكلمنا عنه سابقا هنعمله هنا بعد ما نضرب هذه مع هذه عشان نجمع و نشوف وين المفروض يكون ال center of gravity تبعتها و نكون ال center of gravity فهنيجي نقول هنا", "tokens": [3555, 6027, 19913, 3555, 9566, 2423, 3056, 295, 12110, 13672, 1829, 1975, 2655, 4117, 19528, 8315, 18871, 3224, 8608, 16758, 4587, 995, 8032, 1863, 25957, 43761, 34105, 39182, 19446, 8717, 11242, 25513, 29538, 20449, 29538, 6225, 8592, 7649, 8717, 7435, 2304, 3615, 4032, 8717, 8592, 38688, 4032, 9957, 9673, 5172, 32887, 11242, 7251, 30544, 2423, 3056, 295, 12110, 6055, 3555, 34268, 11296, 4032, 8717, 30544, 2423, 3056, 295, 12110, 6156, 3224, 1863, 1829, 7435, 1829, 8717, 39648, 34105], "avg_logprob": -0.16218354015410702, "compression_ratio": 1.7633136094674555, "no_speech_prob": 2.205371856689453e-06, "words": [{"start": 802.5600000000001, "end": 803.2, "word": "بالظبط", "probability": 0.8802734375}, {"start": 803.2, "end": 803.52, "word": " ال", "probability": 0.63916015625}, {"start": 803.52, "end": 803.68, "word": " center", "probability": 0.309326171875}, {"start": 803.68, "end": 803.84, "word": " of", "probability": 0.962890625}, {"start": 803.84, "end": 804.2, "word": " gravity", "probability": 0.37841796875}, {"start": 804.2, "end": 804.46, "word": " اللي", "probability": 0.708251953125}, {"start": 804.46, "end": 804.78, "word": " اتكلمنا", "probability": 0.90771484375}, {"start": 804.78, "end": 804.9, "word": " عنه", "probability": 0.942138671875}, {"start": 804.9, "end": 805.3, "word": " سابقا", "probability": 0.9814453125}, {"start": 805.3, "end": 805.92, "word": " هنعمله", "probability": 0.765380859375}, {"start": 805.92, "end": 806.26, "word": " هنا", "probability": 0.470703125}, {"start": 806.26, "end": 806.82, "word": " بعد", "probability": 0.8515625}, {"start": 806.82, "end": 806.96, "word": " ما", "probability": 0.759765625}, {"start": 806.96, "end": 807.2, "word": " نضرب", "probability": 0.9861653645833334}, {"start": 807.2, "end": 807.52, "word": " هذه", "probability": 0.61474609375}, {"start": 807.52, "end": 808.06, "word": " مع", "probability": 0.9599609375}, {"start": 808.06, "end": 808.44, "word": " هذه", "probability": 0.92919921875}, {"start": 808.44, "end": 808.98, "word": " عشان", "probability": 0.97265625}, {"start": 808.98, "end": 809.68, "word": " نجمع", "probability": 0.9840087890625}, {"start": 809.68, "end": 810.06, "word": " و", "probability": 0.98828125}, {"start": 810.06, "end": 810.38, "word": " نشوف", "probability": 0.9480794270833334}, {"start": 810.38, "end": 810.56, "word": " وين", "probability": 0.840087890625}, {"start": 810.56, "end": 810.88, "word": " المفروض", "probability": 0.98779296875}, {"start": 810.88, "end": 811.06, "word": " يكون", "probability": 0.90625}, {"start": 811.06, "end": 811.18, "word": " ال", "probability": 0.8955078125}, {"start": 811.18, "end": 811.42, "word": " center", "probability": 0.8955078125}, {"start": 811.42, "end": 811.6, "word": " of", "probability": 0.97216796875}, {"start": 811.6, "end": 812.06, "word": " gravity", "probability": 0.8310546875}, {"start": 812.06, "end": 813.58, "word": " تبعتها", "probability": 0.9423828125}, {"start": 813.58, "end": 813.86, "word": " و", "probability": 0.80615234375}, {"start": 813.86, "end": 814.22, "word": " نكون", "probability": 0.6968994140625}, {"start": 814.22, "end": 814.84, "word": " ال", "probability": 0.92822265625}, {"start": 814.84, "end": 815.06, "word": " center", "probability": 0.92138671875}, {"start": 815.06, "end": 815.16, "word": " of", "probability": 0.97216796875}, {"start": 815.16, "end": 815.46, "word": " gravity", "probability": 0.87939453125}, {"start": 815.46, "end": 816.52, "word": " فهنيجي", "probability": 0.8162434895833334}, {"start": 816.52, "end": 817.38, "word": " نقول", "probability": 0.88525390625}, {"start": 817.38, "end": 817.68, "word": " هنا", "probability": 0.9931640625}], "temperature": 1.0}, {"id": 35, "seek": 84293, "start": 824.27, "end": 842.93, "text": "هي الرسمة تبعتنا اللي كانت موجودة نبدأ بأول خطوات الخطوة الأولى هي ال layer الأولى و اللى كانت خاصة بمين بال input بمين بال input هاي قبل ما نبدأ نخلق نروح هنقول ان احنا هنتكلم عن كل layer لحالها فهنبدأ بال input layer", "tokens": [3224, 1829, 34892, 38251, 3660, 6055, 3555, 34268, 8315, 13672, 1829, 25961, 2655, 3714, 29245, 23328, 3660, 8717, 44510, 10721, 4724, 10721, 12610, 16490, 9566, 2407, 9307, 33962, 9566, 2407, 3660, 16247, 12610, 7578, 39896, 2423, 4583, 16247, 12610, 7578, 4032, 13672, 7578, 25961, 2655, 16490, 33546, 3660, 4724, 2304, 9957, 20666, 4846, 4724, 2304, 9957, 20666, 4846, 8032, 47302, 12174, 36150, 19446, 8717, 44510, 10721, 8717, 9778, 1211, 4587, 8717, 32887, 5016, 8032, 1863, 39648, 16472, 1975, 5016, 8315, 8032, 29399, 4117, 19528, 18871, 28242, 4583, 5296, 5016, 6027, 11296, 6156, 3224, 1863, 44510, 10721, 20666, 4846, 4583], "avg_logprob": -0.1676562474668026, "compression_ratio": 1.8477157360406091, "no_speech_prob": 6.139278411865234e-06, "words": [{"start": 824.27, "end": 824.57, "word": "هي", "probability": 0.6591796875}, {"start": 824.57, "end": 824.95, "word": " الرسمة", "probability": 0.8631184895833334}, {"start": 824.95, "end": 825.33, "word": " تبعتنا", "probability": 0.741790771484375}, {"start": 825.33, "end": 825.49, "word": " اللي", "probability": 0.739501953125}, {"start": 825.49, "end": 825.75, "word": " كانت", "probability": 0.977783203125}, {"start": 825.75, "end": 826.23, "word": " موجودة", "probability": 0.984619140625}, {"start": 826.23, "end": 826.65, "word": " نبدأ", "probability": 0.8963216145833334}, {"start": 826.65, "end": 826.91, "word": " بأول", "probability": 0.9562174479166666}, {"start": 826.91, "end": 827.49, "word": " خطوات", "probability": 0.9478759765625}, {"start": 827.49, "end": 828.63, "word": " الخطوة", "probability": 0.960205078125}, {"start": 828.63, "end": 829.13, "word": " الأولى", "probability": 0.9664713541666666}, {"start": 829.13, "end": 829.53, "word": " هي", "probability": 0.88671875}, {"start": 829.53, "end": 829.91, "word": " ال", "probability": 0.90234375}, {"start": 829.91, "end": 830.15, "word": " layer", "probability": 0.830078125}, {"start": 830.15, "end": 830.95, "word": " الأولى", "probability": 0.9348958333333334}, {"start": 830.95, "end": 831.15, "word": " و", "probability": 0.595703125}, {"start": 831.15, "end": 831.29, "word": " اللى", "probability": 0.78466796875}, {"start": 831.29, "end": 831.59, "word": " كانت", "probability": 0.972412109375}, {"start": 831.59, "end": 831.97, "word": " خاصة", "probability": 0.9597981770833334}, {"start": 831.97, "end": 832.35, "word": " بمين", "probability": 0.9383138020833334}, {"start": 832.35, "end": 832.83, "word": " بال", "probability": 0.80322265625}, {"start": 832.83, "end": 833.31, "word": " input", "probability": 0.96142578125}, {"start": 833.31, "end": 834.49, "word": " بمين", "probability": 0.8411458333333334}, {"start": 834.49, "end": 834.65, "word": " بال", "probability": 0.9228515625}, {"start": 834.65, "end": 834.99, "word": " input", "probability": 0.9794921875}, {"start": 834.99, "end": 835.59, "word": " هاي", "probability": 0.35498046875}, {"start": 835.59, "end": 836.77, "word": " قبل", "probability": 0.7049560546875}, {"start": 836.77, "end": 836.89, "word": " ما", "probability": 0.92724609375}, {"start": 836.89, "end": 837.13, "word": " نبدأ", "probability": 0.821044921875}, {"start": 837.13, "end": 837.57, "word": " نخلق", "probability": 0.72027587890625}, {"start": 837.57, "end": 838.43, "word": " نروح", "probability": 0.809814453125}, {"start": 838.43, "end": 838.97, "word": " هنقول", "probability": 0.8660481770833334}, {"start": 838.97, "end": 839.09, "word": " ان", "probability": 0.382568359375}, {"start": 839.09, "end": 839.27, "word": " احنا", "probability": 0.9148763020833334}, {"start": 839.27, "end": 839.71, "word": " هنتكلم", "probability": 0.9813232421875}, {"start": 839.71, "end": 839.89, "word": " عن", "probability": 0.99267578125}, {"start": 839.89, "end": 840.11, "word": " كل", "probability": 0.9794921875}, {"start": 840.11, "end": 840.33, "word": " layer", "probability": 0.96435546875}, {"start": 840.33, "end": 840.93, "word": " لحالها", "probability": 0.979736328125}, {"start": 840.93, "end": 841.59, "word": " فهنبدأ", "probability": 0.931640625}, {"start": 841.59, "end": 841.73, "word": " بال", "probability": 0.923828125}, {"start": 841.73, "end": 842.07, "word": " input", "probability": 0.9560546875}, {"start": 842.07, "end": 842.93, "word": " layer", "probability": 0.8671875}], "temperature": 1.0}, {"id": 36, "seek": 87013, "start": 843.95, "end": 870.13, "text": "اللي هي الرقم واحد هنروح ل .. اللي هي الرقم اتنين عشان نروح ل ال input membership functions ثم اللي هي الرقم تلاتة عشان نروح لل fuzzy rule الرقم أربعة هنروح لل output membership functions اللي هو تجميع ال output الشي تجميع ال output هذي أهم نقطة موجودة ليش أهم نقطة موجودة لأن نفس ال output ممكن هو نفس ال output هو هو ممكن يجيني من أكتر من rule فكيف بدي أجمع", "tokens": [6027, 20292, 39896, 34892, 4587, 2304, 36764, 24401, 8032, 1863, 32887, 5016, 5296, 4386, 13672, 1829, 39896, 34892, 4587, 2304, 1975, 2655, 1863, 9957, 6225, 8592, 7649, 8717, 32887, 5016, 5296, 2423, 4846, 16560, 6828, 38637, 2304, 13672, 1829, 39896, 34892, 4587, 2304, 6055, 1211, 9307, 3660, 6225, 8592, 7649, 8717, 32887, 5016, 24976, 34710, 4978, 34892, 4587, 2304, 5551, 25513, 27884, 8032, 1863, 32887, 5016, 24976, 5598, 16560, 6828, 13672, 1829, 31439, 6055, 7435, 2304, 40228, 2423, 5598, 25124, 1829, 6055, 7435, 2304, 40228, 2423, 5598, 8032, 8848, 1829, 5551, 16095, 8717, 47432, 3660, 3714, 29245, 23328, 3660, 32239, 8592, 5551, 16095, 8717, 47432, 3660, 3714, 29245, 23328, 3660, 5296, 33456, 8717, 36178, 2423, 5598, 3714, 43020, 31439, 8717, 36178, 2423, 5598, 31439, 31439, 3714, 43020, 7251, 7435, 9957, 1829, 9154, 5551, 4117, 2655, 2288, 9154, 4978, 6156, 4117, 33911, 4724, 16254, 5551, 7435, 2304, 3615], "avg_logprob": -0.14611485932727117, "compression_ratio": 2.2270916334661353, "no_speech_prob": 3.4570693969726562e-06, "words": [{"start": 843.95, "end": 844.31, "word": "اللي", "probability": 0.5626220703125}, {"start": 844.31, "end": 844.35, "word": " هي", "probability": 0.90966796875}, {"start": 844.35, "end": 844.67, "word": " الرقم", "probability": 0.9853515625}, {"start": 844.67, "end": 844.95, "word": " واحد", "probability": 0.797607421875}, {"start": 844.95, "end": 845.61, "word": " هنروح", "probability": 0.7935791015625}, {"start": 845.61, "end": 845.79, "word": " ل", "probability": 0.55908203125}, {"start": 845.79, "end": 846.15, "word": " ..", "probability": 0.340087890625}, {"start": 846.15, "end": 846.33, "word": " اللي", "probability": 0.903076171875}, {"start": 846.33, "end": 846.39, "word": " هي", "probability": 0.96044921875}, {"start": 846.39, "end": 846.79, "word": " الرقم", "probability": 0.9892578125}, {"start": 846.79, "end": 847.25, "word": " اتنين", "probability": 0.9654541015625}, {"start": 847.25, "end": 847.85, "word": " عشان", "probability": 0.9578450520833334}, {"start": 847.85, "end": 848.17, "word": " نروح", "probability": 0.97509765625}, {"start": 848.17, "end": 848.35, "word": " ل", "probability": 0.71875}, {"start": 848.35, "end": 848.53, "word": " ال", "probability": 0.379150390625}, {"start": 848.53, "end": 848.85, "word": " input", "probability": 0.89013671875}, {"start": 848.85, "end": 849.53, "word": " membership", "probability": 0.6884765625}, {"start": 849.53, "end": 850.57, "word": " functions", "probability": 0.78857421875}, {"start": 850.57, "end": 851.23, "word": " ثم", "probability": 0.949951171875}, {"start": 851.23, "end": 851.47, "word": " اللي", "probability": 0.97607421875}, {"start": 851.47, "end": 851.57, "word": " هي", "probability": 0.97705078125}, {"start": 851.57, "end": 851.83, "word": " الرقم", "probability": 0.9908854166666666}, {"start": 851.83, "end": 852.19, "word": " تلاتة", "probability": 0.8907470703125}, {"start": 852.19, "end": 852.35, "word": " عشان", "probability": 0.994140625}, {"start": 852.35, "end": 852.57, "word": " نروح", "probability": 0.9933268229166666}, {"start": 852.57, "end": 852.69, "word": " لل", "probability": 0.5849609375}, {"start": 852.69, "end": 852.91, "word": " fuzzy", "probability": 0.47607421875}, {"start": 852.91, "end": 853.07, "word": " rule", "probability": 0.8330078125}, {"start": 853.07, "end": 854.29, "word": " الرقم", "probability": 0.9537760416666666}, {"start": 854.29, "end": 854.67, "word": " أربعة", "probability": 0.7562662760416666}, {"start": 854.67, "end": 855.07, "word": " هنروح", "probability": 0.9619140625}, {"start": 855.07, "end": 855.23, "word": " لل", "probability": 0.87060546875}, {"start": 855.23, "end": 855.83, "word": " output", "probability": 0.98046875}, {"start": 855.83, "end": 856.71, "word": " membership", "probability": 0.7353515625}, {"start": 856.71, "end": 857.49, "word": " functions", "probability": 0.875}, {"start": 857.49, "end": 858.01, "word": " اللي", "probability": 0.981201171875}, {"start": 858.01, "end": 858.19, "word": " هو", "probability": 0.97412109375}, {"start": 858.19, "end": 858.63, "word": " تجميع", "probability": 0.9920654296875}, {"start": 858.63, "end": 858.77, "word": " ال", "probability": 0.974609375}, {"start": 858.77, "end": 859.27, "word": " output", "probability": 0.98193359375}, {"start": 859.27, "end": 860.33, "word": " الشي", "probability": 0.923583984375}, {"start": 860.33, "end": 860.65, "word": " تجميع", "probability": 0.887451171875}, {"start": 860.65, "end": 860.73, "word": " ال", "probability": 0.9453125}, {"start": 860.73, "end": 860.97, "word": " output", "probability": 0.9921875}, {"start": 860.97, "end": 861.21, "word": " هذي", "probability": 0.6017252604166666}, {"start": 861.21, "end": 861.55, "word": " أهم", "probability": 0.869873046875}, {"start": 861.55, "end": 861.97, "word": " نقطة", "probability": 0.9847005208333334}, {"start": 861.97, "end": 862.41, "word": " موجودة", "probability": 0.990234375}, {"start": 862.41, "end": 862.71, "word": " ليش", "probability": 0.754638671875}, {"start": 862.71, "end": 862.93, "word": " أهم", "probability": 0.909423828125}, {"start": 862.93, "end": 863.19, "word": " نقطة", "probability": 0.9892578125}, {"start": 863.19, "end": 863.67, "word": " موجودة", "probability": 0.9927978515625}, {"start": 863.67, "end": 864.17, "word": " لأن", "probability": 0.646240234375}, {"start": 864.17, "end": 864.51, "word": " نفس", "probability": 0.8017578125}, {"start": 864.51, "end": 864.67, "word": " ال", "probability": 0.958984375}, {"start": 864.67, "end": 864.95, "word": " output", "probability": 0.9951171875}, {"start": 864.95, "end": 865.29, "word": " ممكن", "probability": 0.713134765625}, {"start": 865.29, "end": 865.53, "word": " هو", "probability": 0.57373046875}, {"start": 865.53, "end": 865.83, "word": " نفس", "probability": 0.996826171875}, {"start": 865.83, "end": 865.97, "word": " ال", "probability": 0.89990234375}, {"start": 865.97, "end": 866.35, "word": " output", "probability": 0.99609375}, {"start": 866.35, "end": 866.59, "word": " هو", "probability": 0.978515625}, {"start": 866.59, "end": 866.91, "word": " هو", "probability": 0.97119140625}, {"start": 866.91, "end": 867.55, "word": " ممكن", "probability": 0.95068359375}, {"start": 867.55, "end": 867.85, "word": " يجيني", "probability": 0.76104736328125}, {"start": 867.85, "end": 867.95, "word": " من", "probability": 0.7158203125}, {"start": 867.95, "end": 868.21, "word": " أكتر", "probability": 0.9609375}, {"start": 868.21, "end": 868.39, "word": " من", "probability": 0.9873046875}, {"start": 868.39, "end": 868.67, "word": " rule", "probability": 0.904296875}, {"start": 868.67, "end": 869.33, "word": " فكيف", "probability": 0.9832356770833334}, {"start": 869.33, "end": 869.57, "word": " بدي", "probability": 0.822021484375}, {"start": 869.57, "end": 870.13, "word": " أجمع", "probability": 0.9534912109375}], "temperature": 1.0}, {"id": 37, "seek": 89063, "start": 870.87, "end": 890.63, "text": "عشان أقول إن ال output هذا لحاله أصبحت ال membership قيمتها كذا، بس القيمة كذا هذه هي جانب من كذا قيمة هنا في الجزء هذا هتبين ال neural network، شايفينها؟ هذه ميو، هذه ميو، مش مشكلة، إن والله ال role هذه", "tokens": [3615, 8592, 7649, 5551, 39648, 36145, 2423, 5598, 23758, 5296, 5016, 6027, 3224, 5551, 9381, 3555, 33753, 2423, 16560, 12174, 32640, 2655, 11296, 9122, 15730, 12399, 4724, 3794, 25062, 32640, 3660, 9122, 15730, 29538, 39896, 10874, 7649, 3555, 9154, 9122, 15730, 12174, 32640, 3660, 34105, 8978, 25724, 11622, 38207, 23758, 8032, 2655, 3555, 9957, 2423, 18161, 3209, 12399, 13412, 995, 33911, 9957, 11296, 22807, 29538, 3714, 1829, 2407, 12399, 29538, 3714, 1829, 2407, 12399, 37893, 37893, 28820, 3660, 12399, 36145, 16070, 43761, 2423, 3090, 29538], "avg_logprob": -0.21384448332842007, "compression_ratio": 1.6567164179104477, "no_speech_prob": 9.5367431640625e-07, "words": [{"start": 870.87, "end": 871.33, "word": "عشان", "probability": 0.9326171875}, {"start": 871.33, "end": 871.61, "word": " أقول", "probability": 0.75927734375}, {"start": 871.61, "end": 871.73, "word": " إن", "probability": 0.5869140625}, {"start": 871.73, "end": 871.85, "word": " ال", "probability": 0.93017578125}, {"start": 871.85, "end": 872.17, "word": " output", "probability": 0.712890625}, {"start": 872.17, "end": 872.53, "word": " هذا", "probability": 0.66943359375}, {"start": 872.53, "end": 873.05, "word": " لحاله", "probability": 0.9837646484375}, {"start": 873.05, "end": 873.61, "word": " أصبحت", "probability": 0.944580078125}, {"start": 873.61, "end": 874.21, "word": " ال", "probability": 0.92724609375}, {"start": 874.21, "end": 874.69, "word": " membership", "probability": 0.53955078125}, {"start": 874.69, "end": 875.57, "word": " قيمتها", "probability": 0.8546142578125}, {"start": 875.57, "end": 876.07, "word": " كذا،", "probability": 0.7503255208333334}, {"start": 876.07, "end": 876.39, "word": " بس", "probability": 0.941650390625}, {"start": 876.39, "end": 876.81, "word": " القيمة", "probability": 0.9571940104166666}, {"start": 876.81, "end": 877.07, "word": " كذا", "probability": 0.897216796875}, {"start": 877.07, "end": 877.45, "word": " هذه", "probability": 0.4833984375}, {"start": 877.45, "end": 877.83, "word": " هي", "probability": 0.75634765625}, {"start": 877.83, "end": 878.13, "word": " جانب", "probability": 0.7516276041666666}, {"start": 878.13, "end": 878.31, "word": " من", "probability": 0.456787109375}, {"start": 878.31, "end": 878.55, "word": " كذا", "probability": 0.969970703125}, {"start": 878.55, "end": 879.37, "word": " قيمة", "probability": 0.9921875}, {"start": 879.37, "end": 880.79, "word": " هنا", "probability": 0.458740234375}, {"start": 880.79, "end": 881.15, "word": " في", "probability": 0.8583984375}, {"start": 881.15, "end": 881.53, "word": " الجزء", "probability": 0.98681640625}, {"start": 881.53, "end": 881.73, "word": " هذا", "probability": 0.75439453125}, {"start": 881.73, "end": 882.67, "word": " هتبين", "probability": 0.80712890625}, {"start": 882.67, "end": 883.27, "word": " ال", "probability": 0.734375}, {"start": 883.27, "end": 883.53, "word": " neural", "probability": 0.86865234375}, {"start": 883.53, "end": 884.11, "word": " network،", "probability": 0.776123046875}, {"start": 884.11, "end": 886.11, "word": " شايفينها؟", "probability": 0.9518229166666666}, {"start": 886.11, "end": 886.27, "word": " هذه", "probability": 0.28564453125}, {"start": 886.27, "end": 887.63, "word": " ميو،", "probability": 0.74322509765625}, {"start": 887.63, "end": 887.93, "word": " هذه", "probability": 0.76416015625}, {"start": 887.93, "end": 888.39, "word": " ميو،", "probability": 0.9666748046875}, {"start": 888.39, "end": 888.49, "word": " مش", "probability": 0.26025390625}, {"start": 888.49, "end": 889.61, "word": " مشكلة،", "probability": 0.9266357421875}, {"start": 889.61, "end": 889.77, "word": " إن", "probability": 0.74609375}, {"start": 889.77, "end": 890.05, "word": " والله", "probability": 0.868896484375}, {"start": 890.05, "end": 890.19, "word": " ال", "probability": 0.89111328125}, {"start": 890.19, "end": 890.31, "word": " role", "probability": 0.658203125}, {"start": 890.31, "end": 890.63, "word": " هذه", "probability": 0.712890625}], "temperature": 1.0}, {"id": 38, "seek": 91780, "start": 891.5, "end": 917.8, "text": "التنتمي ال output تبعها المفروض يروح ل C1 بجدّيش ال membership بال membership هذه طيب تمام بس أنا هضربها في weight عشان يتجمّعلي مع الناتج اللي هييجي من R3 برضه يروح ل C1 بقيمة Mu R3 فصارت كأنها Mu R3 هذه input ل C1 وهذه Mu Rb", "tokens": [6027, 2655, 29399, 2304, 1829, 2423, 5598, 6055, 3555, 3615, 11296, 9673, 5172, 32887, 11242, 7251, 32887, 5016, 5296, 383, 16, 4724, 7435, 3215, 11703, 1829, 8592, 2423, 16560, 20666, 16560, 29538, 23032, 1829, 3555, 46811, 10943, 4724, 3794, 41850, 8032, 11242, 25513, 11296, 8978, 3364, 6225, 8592, 7649, 7251, 2655, 7435, 2304, 11703, 3615, 20292, 20449, 2423, 8315, 2655, 7435, 13672, 1829, 39896, 1829, 7435, 1829, 9154, 497, 18, 4724, 43042, 3224, 7251, 32887, 5016, 5296, 383, 16, 4724, 4587, 32640, 3660, 15601, 497, 18, 6156, 9381, 9640, 2655, 9122, 33456, 11296, 15601, 497, 18, 29538, 4846, 5296, 383, 16, 37037, 24192, 15601, 497, 65], "avg_logprob": -0.2072137808688333, "compression_ratio": 1.608294930875576, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 891.5, "end": 892.3, "word": "التنتمي", "probability": 0.6504150390625}, {"start": 892.3, "end": 893.1, "word": " ال", "probability": 0.64794921875}, {"start": 893.1, "end": 893.28, "word": " output", "probability": 0.9150390625}, {"start": 893.28, "end": 893.68, "word": " تبعها", "probability": 0.7738037109375}, {"start": 893.68, "end": 894.0, "word": " المفروض", "probability": 0.9825439453125}, {"start": 894.0, "end": 894.16, "word": " يروح", "probability": 0.8776041666666666}, {"start": 894.16, "end": 894.28, "word": " ل", "probability": 0.68505859375}, {"start": 894.28, "end": 894.78, "word": " C1", "probability": 0.72216796875}, {"start": 894.78, "end": 895.62, "word": " بجدّيش", "probability": 0.6367594401041666}, {"start": 895.62, "end": 895.74, "word": " ال", "probability": 0.9248046875}, {"start": 895.74, "end": 896.12, "word": " membership", "probability": 0.81298828125}, {"start": 896.12, "end": 896.98, "word": " بال", "probability": 0.814453125}, {"start": 896.98, "end": 897.38, "word": " membership", "probability": 0.6962890625}, {"start": 897.38, "end": 897.78, "word": " هذه", "probability": 0.751953125}, {"start": 897.78, "end": 898.38, "word": " طيب", "probability": 0.9305013020833334}, {"start": 898.38, "end": 898.7, "word": " تمام", "probability": 0.9716796875}, {"start": 898.7, "end": 898.9, "word": " بس", "probability": 0.8759765625}, {"start": 898.9, "end": 899.04, "word": " أنا", "probability": 0.65087890625}, {"start": 899.04, "end": 899.7, "word": " هضربها", "probability": 0.9639892578125}, {"start": 899.7, "end": 900.3, "word": " في", "probability": 0.95361328125}, {"start": 900.3, "end": 900.7, "word": " weight", "probability": 0.93115234375}, {"start": 900.7, "end": 902.02, "word": " عشان", "probability": 0.9777018229166666}, {"start": 902.02, "end": 902.84, "word": " يتجمّعلي", "probability": 0.84521484375}, {"start": 902.84, "end": 903.94, "word": " مع", "probability": 0.974609375}, {"start": 903.94, "end": 904.92, "word": " الناتج", "probability": 0.8333740234375}, {"start": 904.92, "end": 905.08, "word": " اللي", "probability": 0.964111328125}, {"start": 905.08, "end": 905.86, "word": " هييجي", "probability": 0.94873046875}, {"start": 905.86, "end": 906.5, "word": " من", "probability": 0.98828125}, {"start": 906.5, "end": 907.3, "word": " R3", "probability": 0.930908203125}, {"start": 907.3, "end": 908.22, "word": " برضه", "probability": 0.9630533854166666}, {"start": 908.22, "end": 909.06, "word": " يروح", "probability": 0.7008463541666666}, {"start": 909.06, "end": 909.16, "word": " ل", "probability": 0.9580078125}, {"start": 909.16, "end": 909.68, "word": " C1", "probability": 0.93701171875}, {"start": 909.68, "end": 910.94, "word": " بقيمة", "probability": 0.9501953125}, {"start": 910.94, "end": 911.18, "word": " Mu", "probability": 0.2392578125}, {"start": 911.18, "end": 912.0, "word": " R3", "probability": 0.64697265625}, {"start": 912.0, "end": 912.68, "word": " فصارت", "probability": 0.88037109375}, {"start": 912.68, "end": 913.0, "word": " كأنها", "probability": 0.9541015625}, {"start": 913.0, "end": 913.52, "word": " Mu", "probability": 0.916015625}, {"start": 913.52, "end": 913.94, "word": " R3", "probability": 0.947509765625}, {"start": 913.94, "end": 914.2, "word": " هذه", "probability": 0.179443359375}, {"start": 914.2, "end": 914.92, "word": " input", "probability": 0.9814453125}, {"start": 914.92, "end": 915.48, "word": " ل", "probability": 0.9638671875}, {"start": 915.48, "end": 915.9, "word": " C1", "probability": 0.946533203125}, {"start": 915.9, "end": 916.82, "word": " وهذه", "probability": 0.779296875}, {"start": 916.82, "end": 917.18, "word": " Mu", "probability": 0.892578125}, {"start": 917.18, "end": 917.8, "word": " Rb", "probability": 0.785888671875}], "temperature": 1.0}, {"id": 39, "seek": 92837, "start": 919.23, "end": 928.37, "text": "ر6 مر6 مر6 مر6 مر6 مر6 مر6 مر6 مر6 مر6 مر6", "tokens": [2288, 21, 3714, 2288, 21, 3714, 2288, 21, 3714, 2288, 21, 3714, 2288, 21, 3714, 2288, 21, 3714, 2288, 21, 3714, 2288, 21, 3714, 2288, 21, 3714, 2288, 21, 3714, 2288, 21], "avg_logprob": -0.4119318181818182, "compression_ratio": 3.7058823529411766, "no_speech_prob": 7.152557373046875e-07, "words": [{"start": 919.23, "end": 919.81, "word": "ر6", "probability": 0.4683837890625}, {"start": 919.81, "end": 921.45, "word": " مر6", "probability": 0.44384765625}, {"start": 921.45, "end": 922.53, "word": " مر6", "probability": 0.6292317708333334}, {"start": 922.53, "end": 922.79, "word": " مر6", "probability": 0.76611328125}, {"start": 922.79, "end": 924.15, "word": " مر6", "probability": 0.85546875}, {"start": 924.15, "end": 924.23, "word": " مر6", "probability": 0.89208984375}, {"start": 924.23, "end": 924.23, "word": " مر6", "probability": 0.9112955729166666}, {"start": 924.23, "end": 924.23, "word": " مر6", "probability": 0.923828125}, {"start": 924.23, "end": 924.31, "word": " مر6", "probability": 0.93310546875}, {"start": 924.31, "end": 926.97, "word": " مر6", "probability": 0.9412434895833334}, {"start": 926.97, "end": 928.37, "word": " مر6", "probability": 0.9488932291666666}], "temperature": 1.0}, {"id": 40, "seek": 95612, "start": 928.92, "end": 956.12, "text": "كل واحدة synaptic weight ونقول إيش المفروض C1 في النهاية تطلع .. تطلع فهذه هي الجزء اللي بدها تدربه ل neural network هذا الجزء اللي بدها تدربه ل neural network عشان نتحدد هو C1 يعني خلّيني نقول أكثر تأثير .. تأثرا بمين B3 R3 ولا R6", "tokens": [28820, 36764, 24401, 3660, 5451, 2796, 299, 3364, 4032, 1863, 39648, 11933, 1829, 8592, 9673, 5172, 32887, 11242, 383, 16, 8978, 28239, 11296, 10632, 6055, 9566, 1211, 3615, 4386, 6055, 9566, 1211, 3615, 6156, 3224, 24192, 39896, 25724, 11622, 38207, 13672, 1829, 47525, 11296, 6055, 3215, 25513, 3224, 5296, 18161, 3209, 23758, 25724, 11622, 38207, 13672, 1829, 47525, 11296, 6055, 3215, 25513, 3224, 5296, 18161, 3209, 6225, 8592, 7649, 8717, 2655, 24401, 3215, 31439, 383, 16, 37495, 22653, 16490, 1211, 11703, 9957, 1829, 8717, 39648, 5551, 4117, 49115, 6055, 10721, 12984, 13546, 4386, 6055, 10721, 12984, 23557, 4724, 2304, 9957, 363, 18, 497, 18, 49429, 497, 21], "avg_logprob": -0.2675057977989868, "compression_ratio": 1.6425339366515836, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 928.92, "end": 929.18, "word": "كل", "probability": 0.93212890625}, {"start": 929.18, "end": 929.58, "word": " واحدة", "probability": 0.966796875}, {"start": 929.58, "end": 930.28, "word": " synaptic", "probability": 0.6782023111979166}, {"start": 930.28, "end": 931.0, "word": " weight", "probability": 0.91650390625}, {"start": 931.0, "end": 932.38, "word": " ونقول", "probability": 0.6050211588541666}, {"start": 932.38, "end": 932.72, "word": " إيش", "probability": 0.7545572916666666}, {"start": 932.72, "end": 933.16, "word": " المفروض", "probability": 0.966064453125}, {"start": 933.16, "end": 933.62, "word": " C1", "probability": 0.730712890625}, {"start": 933.62, "end": 933.8, "word": " في", "probability": 0.90283203125}, {"start": 933.8, "end": 934.38, "word": " النهاية", "probability": 0.9658203125}, {"start": 934.38, "end": 935.1, "word": " تطلع", "probability": 0.9249267578125}, {"start": 935.1, "end": 935.5, "word": " ..", "probability": 0.273681640625}, {"start": 935.5, "end": 936.02, "word": " تطلع", "probability": 0.867431640625}, {"start": 936.02, "end": 936.52, "word": " فهذه", "probability": 0.6946614583333334}, {"start": 936.52, "end": 936.7, "word": " هي", "probability": 0.402587890625}, {"start": 936.7, "end": 937.02, "word": " الجزء", "probability": 0.986328125}, {"start": 937.02, "end": 937.16, "word": " اللي", "probability": 0.884033203125}, {"start": 937.16, "end": 937.36, "word": " بدها", "probability": 0.6632080078125}, {"start": 937.36, "end": 937.98, "word": " تدربه", "probability": 0.949462890625}, {"start": 937.98, "end": 938.28, "word": " ل", "probability": 0.321044921875}, {"start": 938.28, "end": 938.52, "word": " neural", "probability": 0.67919921875}, {"start": 938.52, "end": 939.02, "word": " network", "probability": 0.953125}, {"start": 939.02, "end": 939.56, "word": " هذا", "probability": 0.1820068359375}, {"start": 939.56, "end": 940.16, "word": " الجزء", "probability": 0.9816080729166666}, {"start": 940.16, "end": 940.24, "word": " اللي", "probability": 0.990234375}, {"start": 940.24, "end": 940.36, "word": " بدها", "probability": 0.9521484375}, {"start": 940.36, "end": 940.74, "word": " تدربه", "probability": 0.98974609375}, {"start": 940.74, "end": 940.78, "word": " ل", "probability": 0.55078125}, {"start": 940.78, "end": 940.96, "word": " neural", "probability": 0.8544921875}, {"start": 940.96, "end": 941.34, "word": " network", "probability": 0.97998046875}, {"start": 941.34, "end": 941.82, "word": " عشان", "probability": 0.9684244791666666}, {"start": 941.82, "end": 942.48, "word": " نتحدد", "probability": 0.8433837890625}, {"start": 942.48, "end": 942.84, "word": " هو", "probability": 0.6337890625}, {"start": 942.84, "end": 943.68, "word": " C1", "probability": 0.958740234375}, {"start": 943.68, "end": 945.36, "word": " يعني", "probability": 0.88720703125}, {"start": 945.36, "end": 945.68, "word": " خلّيني", "probability": 0.736669921875}, {"start": 945.68, "end": 945.98, "word": " نقول", "probability": 0.820556640625}, {"start": 945.98, "end": 946.82, "word": " أكثر", "probability": 0.89013671875}, {"start": 946.82, "end": 949.92, "word": " تأثير", "probability": 0.7918701171875}, {"start": 949.92, "end": 949.96, "word": " ..", "probability": 0.51953125}, {"start": 949.96, "end": 950.42, "word": " تأثرا", "probability": 0.78369140625}, {"start": 950.42, "end": 950.98, "word": " بمين", "probability": 0.9186197916666666}, {"start": 950.98, "end": 953.76, "word": " B3", "probability": 0.21875}, {"start": 953.76, "end": 955.0, "word": " R3", "probability": 0.7178955078125}, {"start": 955.0, "end": 955.56, "word": " ولا", "probability": 0.76416015625}, {"start": 955.56, "end": 956.12, "word": " R6", "probability": 0.982421875}], "temperature": 1.0}, {"id": 41, "seek": 98209, "start": 957.37, "end": 982.09, "text": "لدرجة إنه ممكن تصل إنه مثلا R6 كتير ضعيفة فمافيش داعي لها بكون وفرت على حال رول بكون وفرنا على حالنا رول وهذه هنتكلم عنها إنه في النهاية دمج الاتنين مع بعض ممكن يوفر علينا جهود ويجلل حجم ال network تبعتنا ثم في الآخر هنروح لل diversification زي ما قلنا اللي هي عملية إيش ال aggregation أو ال center of gravity اتكلمنا عن ال center of gravity في الآخر في الآخر لحظة", "tokens": [1211, 3215, 47341, 3660, 36145, 3224, 3714, 43020, 6055, 36520, 36145, 3224, 50113, 15040, 497, 21, 9122, 2655, 13546, 48812, 3615, 33911, 3660, 6156, 15042, 41185, 8592, 11778, 45761, 1829, 5296, 11296, 4724, 30544, 4032, 5172, 43500, 15844, 11331, 6027, 12602, 12610, 4724, 30544, 4032, 5172, 2288, 8315, 15844, 11331, 6027, 8315, 12602, 12610, 37037, 24192, 8032, 29399, 4117, 19528, 18871, 11296, 36145, 3224, 8978, 28239, 11296, 10632, 11778, 2304, 7435, 2423, 9307, 1863, 9957, 20449, 45030, 11242, 3714, 43020, 7251, 38688, 2288, 25894, 8315, 10874, 3224, 23328, 4032, 1829, 7435, 1211, 1211, 11331, 7435, 2304, 2423, 3209, 6055, 3555, 34268, 8315, 38637, 2304, 8978, 6024, 95, 34740, 8032, 1863, 32887, 5016, 24976, 6111, 3774, 30767, 1829, 19446, 12174, 1211, 8315, 13672, 1829, 39896, 6225, 42213, 10632, 11933, 1829, 8592, 2423, 16743, 399, 34051, 2423, 3056, 295, 12110, 1975, 2655, 4117, 19528, 8315, 18871, 2423, 3056, 295, 12110, 8978, 6024, 95, 34740, 8978, 6024, 95, 34740, 5296, 5016, 19913, 3660], "avg_logprob": -0.19516693138928146, "compression_ratio": 1.8913738019169328, "no_speech_prob": 5.960464477539062e-07, "words": [{"start": 957.3699999999999, "end": 957.93, "word": "لدرجة", "probability": 0.95654296875}, {"start": 957.93, "end": 958.09, "word": " إنه", "probability": 0.642333984375}, {"start": 958.09, "end": 958.33, "word": " ممكن", "probability": 0.94677734375}, {"start": 958.33, "end": 958.69, "word": " تصل", "probability": 0.967529296875}, {"start": 958.69, "end": 958.95, "word": " إنه", "probability": 0.41668701171875}, {"start": 958.95, "end": 959.21, "word": " مثلا", "probability": 0.890869140625}, {"start": 959.21, "end": 959.73, "word": " R6", "probability": 0.82666015625}, {"start": 959.73, "end": 960.37, "word": " كتير", "probability": 0.89599609375}, {"start": 960.37, "end": 960.97, "word": " ضعيفة", "probability": 0.990478515625}, {"start": 960.97, "end": 961.57, "word": " فمافيش", "probability": 0.9207763671875}, {"start": 961.57, "end": 961.77, "word": " داعي", "probability": 0.90087890625}, {"start": 961.77, "end": 962.09, "word": " لها", "probability": 0.8994140625}, {"start": 962.09, "end": 962.87, "word": " بكون", "probability": 0.77685546875}, {"start": 962.87, "end": 963.25, "word": " وفرت", "probability": 0.8634440104166666}, {"start": 963.25, "end": 963.43, "word": " على", "probability": 0.9287109375}, {"start": 963.43, "end": 963.69, "word": " حال", "probability": 0.997314453125}, {"start": 963.69, "end": 964.09, "word": " رول", "probability": 0.60626220703125}, {"start": 964.09, "end": 964.75, "word": " بكون", "probability": 0.502685546875}, {"start": 964.75, "end": 965.09, "word": " وفرنا", "probability": 0.91162109375}, {"start": 965.09, "end": 965.21, "word": " على", "probability": 0.86865234375}, {"start": 965.21, "end": 965.51, "word": " حالنا", "probability": 0.9666341145833334}, {"start": 965.51, "end": 965.69, "word": " رول", "probability": 0.8134765625}, {"start": 965.69, "end": 965.93, "word": " وهذه", "probability": 0.571044921875}, {"start": 965.93, "end": 966.33, "word": " هنتكلم", "probability": 0.9002685546875}, {"start": 966.33, "end": 966.55, "word": " عنها", "probability": 0.9931640625}, {"start": 966.55, "end": 966.97, "word": " إنه", "probability": 0.7139892578125}, {"start": 966.97, "end": 967.13, "word": " في", "probability": 0.912109375}, {"start": 967.13, "end": 967.53, "word": " النهاية", "probability": 0.89794921875}, {"start": 967.53, "end": 968.21, "word": " دمج", "probability": 0.7403564453125}, {"start": 968.21, "end": 968.53, "word": " الاتنين", "probability": 0.74896240234375}, {"start": 968.53, "end": 968.63, "word": " مع", "probability": 0.97119140625}, {"start": 968.63, "end": 968.81, "word": " بعض", "probability": 0.9931640625}, {"start": 968.81, "end": 969.05, "word": " ممكن", "probability": 0.980712890625}, {"start": 969.05, "end": 969.47, "word": " يوفر", "probability": 0.9876302083333334}, {"start": 969.47, "end": 969.81, "word": " علينا", "probability": 0.976806640625}, {"start": 969.81, "end": 970.23, "word": " جهود", "probability": 0.8346354166666666}, {"start": 970.23, "end": 971.17, "word": " ويجلل", "probability": 0.8970703125}, {"start": 971.17, "end": 971.95, "word": " حجم", "probability": 0.9928385416666666}, {"start": 971.95, "end": 972.39, "word": " ال", "probability": 0.97021484375}, {"start": 972.39, "end": 972.91, "word": " network", "probability": 0.84912109375}, {"start": 972.91, "end": 973.49, "word": " تبعتنا", "probability": 0.928955078125}, {"start": 973.49, "end": 974.05, "word": " ثم", "probability": 0.9560546875}, {"start": 974.05, "end": 974.21, "word": " في", "probability": 0.95263671875}, {"start": 974.21, "end": 974.49, "word": " الآخر", "probability": 0.8883463541666666}, {"start": 974.49, "end": 974.83, "word": " هنروح", "probability": 0.969970703125}, {"start": 974.83, "end": 974.97, "word": " لل", "probability": 0.78076171875}, {"start": 974.97, "end": 975.73, "word": " diversification", "probability": 0.6558837890625}, {"start": 975.73, "end": 975.97, "word": " زي", "probability": 0.927978515625}, {"start": 975.97, "end": 976.05, "word": " ما", "probability": 0.97705078125}, {"start": 976.05, "end": 976.31, "word": " قلنا", "probability": 0.8681640625}, {"start": 976.31, "end": 976.45, "word": " اللي", "probability": 0.9033203125}, {"start": 976.45, "end": 976.59, "word": " هي", "probability": 0.8349609375}, {"start": 976.59, "end": 976.87, "word": " عملية", "probability": 0.9763997395833334}, {"start": 976.87, "end": 977.13, "word": " إيش", "probability": 0.6316731770833334}, {"start": 977.13, "end": 977.53, "word": " ال", "probability": 0.49267578125}, {"start": 977.53, "end": 977.89, "word": " aggregation", "probability": 0.887451171875}, {"start": 977.89, "end": 978.13, "word": " أو", "probability": 0.82080078125}, {"start": 978.13, "end": 978.35, "word": " ال", "probability": 0.80517578125}, {"start": 978.35, "end": 978.63, "word": " center", "probability": 0.60009765625}, {"start": 978.63, "end": 978.79, "word": " of", "probability": 0.974609375}, {"start": 978.79, "end": 979.19, "word": " gravity", "probability": 0.8134765625}, {"start": 979.19, "end": 979.91, "word": " اتكلمنا", "probability": 0.8908203125}, {"start": 979.91, "end": 980.03, "word": " عن", "probability": 0.9775390625}, {"start": 980.03, "end": 980.11, "word": " ال", "probability": 0.55615234375}, {"start": 980.11, "end": 980.27, "word": " center", "probability": 0.77587890625}, {"start": 980.27, "end": 980.43, "word": " of", "probability": 0.96337890625}, {"start": 980.43, "end": 980.71, "word": " gravity", "probability": 0.9365234375}, {"start": 980.71, "end": 980.83, "word": " في", "probability": 0.9716796875}, {"start": 980.83, "end": 981.15, "word": " الآخر", "probability": 0.95166015625}, {"start": 981.15, "end": 981.61, "word": " في", "probability": 0.257568359375}, {"start": 981.61, "end": 981.89, "word": " الآخر", "probability": 0.84326171875}, {"start": 981.89, "end": 982.09, "word": " لحظة", "probability": 0.67584228515625}], "temperature": 1.0}, {"id": 42, "seek": 100232, "start": 982.38, "end": 1002.32, "text": "تمام فانشوفهم الخطوات افهمناها لغة النفيسة عنده ستة layers نبدأ بال layers واحدة واحدة نبدأ في ال layers بتاعتنا واحدة واحدة اول واحدة ال layer بتاعة ال input ال layer ال input زي ما قلنا هي مباشرة بندخلها على طول بندخلها مباشرة على طول بمعنى ان ال y", "tokens": [39237, 10943, 6156, 7649, 8592, 38688, 16095, 33962, 9566, 2407, 9307, 1975, 5172, 16095, 8315, 11296, 5296, 17082, 3660, 28239, 5172, 1829, 3794, 3660, 43242, 3224, 8608, 2655, 3660, 7914, 8717, 44510, 10721, 20666, 7914, 36764, 24401, 3660, 36764, 24401, 3660, 8717, 44510, 10721, 8978, 2423, 7914, 39894, 995, 34268, 8315, 36764, 24401, 3660, 36764, 24401, 3660, 1975, 12610, 36764, 24401, 3660, 2423, 4583, 39894, 995, 27884, 2423, 4846, 2423, 4583, 2423, 4846, 30767, 1829, 19446, 12174, 1211, 8315, 39896, 3714, 3555, 33599, 25720, 44945, 3215, 9778, 1211, 11296, 15844, 23032, 12610, 44945, 3215, 9778, 1211, 11296, 3714, 3555, 33599, 25720, 15844, 23032, 12610, 4724, 2304, 3615, 1863, 7578, 16472, 2423, 288], "avg_logprob": -0.1840431373731225, "compression_ratio": 2.1015228426395938, "no_speech_prob": 9.5367431640625e-07, "words": [{"start": 982.38, "end": 982.74, "word": "تمام", "probability": 0.61688232421875}, {"start": 982.74, "end": 984.28, "word": " فانشوفهم", "probability": 0.76650390625}, {"start": 984.28, "end": 984.84, "word": " الخطوات", "probability": 0.9871826171875}, {"start": 984.84, "end": 985.26, "word": " افهمناها", "probability": 0.757275390625}, {"start": 985.26, "end": 985.46, "word": " لغة", "probability": 0.6458333333333334}, {"start": 985.46, "end": 985.86, "word": " النفيسة", "probability": 0.56044921875}, {"start": 985.86, "end": 986.06, "word": " عنده", "probability": 0.5916748046875}, {"start": 986.06, "end": 986.32, "word": " ستة", "probability": 0.8722330729166666}, {"start": 986.32, "end": 986.62, "word": " layers", "probability": 0.76611328125}, {"start": 986.62, "end": 987.16, "word": " نبدأ", "probability": 0.9422200520833334}, {"start": 987.16, "end": 987.28, "word": " بال", "probability": 0.8349609375}, {"start": 987.28, "end": 987.56, "word": " layers", "probability": 0.78125}, {"start": 987.56, "end": 988.0, "word": " واحدة", "probability": 0.9679361979166666}, {"start": 988.0, "end": 988.64, "word": " واحدة", "probability": 0.9676106770833334}, {"start": 988.64, "end": 989.82, "word": " نبدأ", "probability": 0.9041341145833334}, {"start": 989.82, "end": 989.94, "word": " في", "probability": 0.91552734375}, {"start": 989.94, "end": 990.0, "word": " ال", "probability": 0.92529296875}, {"start": 990.0, "end": 990.18, "word": " layers", "probability": 0.79052734375}, {"start": 990.18, "end": 990.48, "word": " بتاعتنا", "probability": 0.898193359375}, {"start": 990.48, "end": 990.68, "word": " واحدة", "probability": 0.9814453125}, {"start": 990.68, "end": 990.82, "word": " واحدة", "probability": 0.9754231770833334}, {"start": 990.82, "end": 991.28, "word": " اول", "probability": 0.715576171875}, {"start": 991.28, "end": 991.62, "word": " واحدة", "probability": 0.9493815104166666}, {"start": 991.62, "end": 991.84, "word": " ال", "probability": 0.94287109375}, {"start": 991.84, "end": 992.06, "word": " layer", "probability": 0.82177734375}, {"start": 992.06, "end": 992.6, "word": " بتاعة", "probability": 0.8644205729166666}, {"start": 992.6, "end": 992.72, "word": " ال", "probability": 0.92529296875}, {"start": 992.72, "end": 993.06, "word": " input", "probability": 0.96728515625}, {"start": 993.06, "end": 994.52, "word": " ال", "probability": 0.35107421875}, {"start": 994.52, "end": 994.66, "word": " layer", "probability": 0.91748046875}, {"start": 994.66, "end": 994.8, "word": " ال", "probability": 0.8115234375}, {"start": 994.8, "end": 995.0, "word": " input", "probability": 0.98046875}, {"start": 995.0, "end": 995.18, "word": " زي", "probability": 0.908935546875}, {"start": 995.18, "end": 995.24, "word": " ما", "probability": 0.98046875}, {"start": 995.24, "end": 995.46, "word": " قلنا", "probability": 0.85986328125}, {"start": 995.46, "end": 995.62, "word": " هي", "probability": 0.72509765625}, {"start": 995.62, "end": 996.18, "word": " مباشرة", "probability": 0.9908447265625}, {"start": 996.18, "end": 997.22, "word": " بندخلها", "probability": 0.89609375}, {"start": 997.22, "end": 997.68, "word": " على", "probability": 0.9794921875}, {"start": 997.68, "end": 998.06, "word": " طول", "probability": 0.99267578125}, {"start": 998.06, "end": 999.12, "word": " بندخلها", "probability": 0.9064453125}, {"start": 999.12, "end": 999.56, "word": " مباشرة", "probability": 0.991455078125}, {"start": 999.56, "end": 999.82, "word": " على", "probability": 0.9736328125}, {"start": 999.82, "end": 1000.1, "word": " طول", "probability": 0.993408203125}, {"start": 1000.1, "end": 1001.26, "word": " بمعنى", "probability": 0.9708984375}, {"start": 1001.26, "end": 1001.44, "word": " ان", "probability": 0.6923828125}, {"start": 1001.44, "end": 1001.96, "word": " ال", "probability": 0.60888671875}, {"start": 1001.96, "end": 1002.32, "word": " y", "probability": 0.483642578125}], "temperature": 1.0}, {"id": 43, "seek": 102433, "start": 1003.1, "end": 1024.34, "text": "بتاعة ال layer ها دي هو نفس ال X ال input هو نفس ال output هيه ال layer ها دي إيش بندخل هنا هو نفسه اللي بتطلع هيه هو هيه هو تمام خلصناه فهدفش فيها أي مشاكل ال input تبعها هو نفس ال output تبعها جيد الآن ال layer التانية اللي هي ال classification layer", "tokens": [3555, 2655, 995, 27884, 2423, 4583, 8032, 995, 11778, 1829, 31439, 8717, 36178, 2423, 1783, 2423, 4846, 31439, 8717, 36178, 2423, 5598, 39896, 3224, 2423, 4583, 8032, 995, 11778, 1829, 11933, 1829, 8592, 44945, 3215, 9778, 1211, 34105, 31439, 8717, 36178, 3224, 13672, 1829, 39894, 9566, 1211, 3615, 39896, 3224, 31439, 39896, 3224, 31439, 46811, 10943, 16490, 1211, 9381, 8315, 3224, 6156, 3224, 3215, 5172, 8592, 8978, 11296, 36632, 37893, 995, 28820, 2423, 4846, 6055, 3555, 3615, 11296, 31439, 8717, 36178, 2423, 5598, 6055, 3555, 3615, 11296, 10874, 25708, 6024, 48506, 2423, 4583, 16712, 7649, 10632, 13672, 1829, 39896, 2423, 21538, 4583], "avg_logprob": -0.2047936927925036, "compression_ratio": 1.965, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 1003.1, "end": 1003.42, "word": "بتاعة", "probability": 0.626007080078125}, {"start": 1003.42, "end": 1003.54, "word": " ال", "probability": 0.859375}, {"start": 1003.54, "end": 1003.7, "word": " layer", "probability": 0.379150390625}, {"start": 1003.7, "end": 1003.92, "word": " ها", "probability": 0.54443359375}, {"start": 1003.92, "end": 1003.98, "word": " دي", "probability": 0.722900390625}, {"start": 1003.98, "end": 1004.14, "word": " هو", "probability": 0.9580078125}, {"start": 1004.14, "end": 1004.32, "word": " نفس", "probability": 0.98876953125}, {"start": 1004.32, "end": 1004.68, "word": " ال", "probability": 0.93212890625}, {"start": 1004.68, "end": 1005.98, "word": " X", "probability": 0.3857421875}, {"start": 1005.98, "end": 1006.58, "word": " ال", "probability": 0.8095703125}, {"start": 1006.58, "end": 1006.8, "word": " input", "probability": 0.93359375}, {"start": 1006.8, "end": 1007.0, "word": " هو", "probability": 0.97998046875}, {"start": 1007.0, "end": 1007.18, "word": " نفس", "probability": 0.993896484375}, {"start": 1007.18, "end": 1007.3, "word": " ال", "probability": 0.8984375}, {"start": 1007.3, "end": 1007.84, "word": " output", "probability": 0.96435546875}, {"start": 1007.84, "end": 1008.56, "word": " هيه", "probability": 0.3448486328125}, {"start": 1008.56, "end": 1008.74, "word": " ال", "probability": 0.80126953125}, {"start": 1008.74, "end": 1008.94, "word": " layer", "probability": 0.96533203125}, {"start": 1008.94, "end": 1009.22, "word": " ها", "probability": 0.812255859375}, {"start": 1009.22, "end": 1009.36, "word": " دي", "probability": 0.972412109375}, {"start": 1009.36, "end": 1009.7, "word": " إيش", "probability": 0.7648111979166666}, {"start": 1009.7, "end": 1010.1, "word": " بندخل", "probability": 0.8427734375}, {"start": 1010.1, "end": 1010.24, "word": " هنا", "probability": 0.978515625}, {"start": 1010.24, "end": 1010.38, "word": " هو", "probability": 0.962890625}, {"start": 1010.38, "end": 1010.64, "word": " نفسه", "probability": 0.9921875}, {"start": 1010.64, "end": 1010.7, "word": " اللي", "probability": 0.97412109375}, {"start": 1010.7, "end": 1011.02, "word": " بتطلع", "probability": 0.80010986328125}, {"start": 1011.02, "end": 1011.82, "word": " هيه", "probability": 0.786376953125}, {"start": 1011.82, "end": 1012.18, "word": " هو", "probability": 0.9072265625}, {"start": 1012.18, "end": 1012.78, "word": " هيه", "probability": 0.8564453125}, {"start": 1012.78, "end": 1013.04, "word": " هو", "probability": 0.990234375}, {"start": 1013.04, "end": 1013.34, "word": " تمام", "probability": 0.65283203125}, {"start": 1013.34, "end": 1014.04, "word": " خلصناه", "probability": 0.884716796875}, {"start": 1014.04, "end": 1014.52, "word": " فهدفش", "probability": 0.689794921875}, {"start": 1014.52, "end": 1014.76, "word": " فيها", "probability": 0.984130859375}, {"start": 1014.76, "end": 1014.96, "word": " أي", "probability": 0.80517578125}, {"start": 1014.96, "end": 1015.76, "word": " مشاكل", "probability": 0.9915364583333334}, {"start": 1015.76, "end": 1016.6, "word": " ال", "probability": 0.9658203125}, {"start": 1016.6, "end": 1016.84, "word": " input", "probability": 0.98095703125}, {"start": 1016.84, "end": 1017.44, "word": " تبعها", "probability": 0.9588623046875}, {"start": 1017.44, "end": 1018.58, "word": " هو", "probability": 0.962890625}, {"start": 1018.58, "end": 1018.78, "word": " نفس", "probability": 0.998291015625}, {"start": 1018.78, "end": 1018.92, "word": " ال", "probability": 0.931640625}, {"start": 1018.92, "end": 1019.14, "word": " output", "probability": 0.99267578125}, {"start": 1019.14, "end": 1019.66, "word": " تبعها", "probability": 0.9578857421875}, {"start": 1019.66, "end": 1020.5, "word": " جيد", "probability": 0.876220703125}, {"start": 1020.5, "end": 1021.98, "word": " الآن", "probability": 0.755615234375}, {"start": 1021.98, "end": 1022.5, "word": " ال", "probability": 0.96826171875}, {"start": 1022.5, "end": 1022.68, "word": " layer", "probability": 0.98046875}, {"start": 1022.68, "end": 1023.16, "word": " التانية", "probability": 0.9480794270833334}, {"start": 1023.16, "end": 1023.36, "word": " اللي", "probability": 0.972900390625}, {"start": 1023.36, "end": 1023.46, "word": " هي", "probability": 0.92041015625}, {"start": 1023.46, "end": 1023.56, "word": " ال", "probability": 0.873046875}, {"start": 1023.56, "end": 1023.92, "word": " classification", "probability": 0.326171875}, {"start": 1023.92, "end": 1024.34, "word": " layer", "probability": 0.94384765625}], "temperature": 1.0}, {"id": 44, "seek": 105458, "start": 1025.22, "end": 1054.58, "text": "في الـ fuzzification layer هنا حيصير أن الـ neurons in this layer represent fuzzy set اللي بنستخدمها .. نستخدم فيها ال antecedence لفuzzy rules فالـ fuzzification اتكلمنا سابقا عنها مافيش مشكلة أن أنا بصنفها لواحدة .. لكل واحدة من حالات ال memberships بنصنفها لكل حالة من حالات ال memberships خلينا نذكر لما أخدنا الفuzzy لما أخدنا الفuzzy كنا بنقول ال .. ال crisp هذا جديش درجة أنه ينتمي ل low", "tokens": [41185, 2423, 39184, 283, 16740, 3774, 4583, 34105, 11331, 1829, 9381, 13546, 14739, 2423, 39184, 22027, 294, 341, 4583, 2906, 34710, 992, 13672, 1829, 44945, 14851, 9778, 40448, 11296, 4386, 8717, 14851, 9778, 40448, 8978, 11296, 2423, 23411, 1232, 655, 5296, 5172, 30601, 4474, 6156, 6027, 39184, 283, 16740, 3774, 1975, 2655, 4117, 19528, 8315, 8608, 16758, 4587, 995, 18871, 11296, 19446, 41185, 8592, 37893, 28820, 3660, 14739, 41850, 4724, 9381, 1863, 5172, 11296, 5296, 14407, 24401, 3660, 4386, 5296, 28820, 36764, 24401, 3660, 9154, 11331, 6027, 9307, 2423, 4006, 5278, 82, 44945, 9381, 1863, 5172, 11296, 5296, 28820, 11331, 6027, 3660, 9154, 11331, 6027, 9307, 2423, 4006, 5278, 82, 16490, 1211, 9957, 995, 8717, 8848, 37983, 5296, 15042, 5551, 9778, 3215, 8315, 27188, 30601, 5296, 15042, 5551, 9778, 3215, 8315, 27188, 30601, 9122, 8315, 44945, 39648, 2423, 4386, 2423, 22952, 23758, 10874, 16254, 8592, 11778, 47341, 3660, 14739, 3224, 7251, 29399, 2304, 1829, 5296, 2295], "avg_logprob": -0.20232881861887161, "compression_ratio": 1.9248366013071896, "no_speech_prob": 0.0, "words": [{"start": 1025.22, "end": 1025.42, "word": "في", "probability": 0.91455078125}, {"start": 1025.42, "end": 1025.64, "word": " الـ", "probability": 0.7294921875}, {"start": 1025.64, "end": 1026.1, "word": " fuzzification", "probability": 0.60882568359375}, {"start": 1026.1, "end": 1026.48, "word": " layer", "probability": 0.90625}, {"start": 1026.48, "end": 1026.98, "word": " هنا", "probability": 0.63232421875}, {"start": 1026.98, "end": 1027.36, "word": " حيصير", "probability": 0.7763671875}, {"start": 1027.36, "end": 1027.48, "word": " أن", "probability": 0.3564453125}, {"start": 1027.48, "end": 1027.6, "word": " الـ", "probability": 0.564208984375}, {"start": 1027.6, "end": 1027.92, "word": " neurons", "probability": 0.9267578125}, {"start": 1027.92, "end": 1028.28, "word": " in", "probability": 0.84326171875}, {"start": 1028.28, "end": 1028.5, "word": " this", "probability": 0.95556640625}, {"start": 1028.5, "end": 1029.02, "word": " layer", "probability": 0.9453125}, {"start": 1029.02, "end": 1029.9, "word": " represent", "probability": 0.89794921875}, {"start": 1029.9, "end": 1030.62, "word": " fuzzy", "probability": 0.7255859375}, {"start": 1030.62, "end": 1031.06, "word": " set", "probability": 0.87744140625}, {"start": 1031.06, "end": 1031.3, "word": " اللي", "probability": 0.938232421875}, {"start": 1031.3, "end": 1032.04, "word": " بنستخدمها", "probability": 0.96650390625}, {"start": 1032.04, "end": 1032.26, "word": " ..", "probability": 0.67333984375}, {"start": 1032.26, "end": 1032.6, "word": " نستخدم", "probability": 0.84698486328125}, {"start": 1032.6, "end": 1032.8, "word": " فيها", "probability": 0.983642578125}, {"start": 1032.8, "end": 1032.88, "word": " ال", "probability": 0.966796875}, {"start": 1032.88, "end": 1033.58, "word": " antecedence", "probability": 0.6793619791666666}, {"start": 1033.58, "end": 1034.82, "word": " لفuzzy", "probability": 0.5992024739583334}, {"start": 1034.82, "end": 1035.12, "word": " rules", "probability": 0.69775390625}, {"start": 1035.12, "end": 1035.68, "word": " فالـ", "probability": 0.7802734375}, {"start": 1035.68, "end": 1036.26, "word": " fuzzification", "probability": 0.8572591145833334}, {"start": 1036.26, "end": 1037.04, "word": " اتكلمنا", "probability": 0.846728515625}, {"start": 1037.04, "end": 1037.36, "word": " سابقا", "probability": 0.9071044921875}, {"start": 1037.36, "end": 1037.52, "word": " عنها", "probability": 0.655029296875}, {"start": 1037.52, "end": 1037.74, "word": " مافيش", "probability": 0.8935546875}, {"start": 1037.74, "end": 1038.1, "word": " مشكلة", "probability": 0.9905598958333334}, {"start": 1038.1, "end": 1038.26, "word": " أن", "probability": 0.52197265625}, {"start": 1038.26, "end": 1038.4, "word": " أنا", "probability": 0.73876953125}, {"start": 1038.4, "end": 1039.2, "word": " بصنفها", "probability": 0.9865234375}, {"start": 1039.2, "end": 1040.28, "word": " لواحدة", "probability": 0.854736328125}, {"start": 1040.28, "end": 1040.52, "word": " ..", "probability": 0.79833984375}, {"start": 1040.52, "end": 1040.8, "word": " لكل", "probability": 0.96484375}, {"start": 1040.8, "end": 1041.1, "word": " واحدة", "probability": 0.99267578125}, {"start": 1041.1, "end": 1041.26, "word": " من", "probability": 0.998046875}, {"start": 1041.26, "end": 1041.74, "word": " حالات", "probability": 0.8626302083333334}, {"start": 1041.74, "end": 1042.22, "word": " ال", "probability": 0.96923828125}, {"start": 1042.22, "end": 1042.96, "word": " memberships", "probability": 0.6241861979166666}, {"start": 1042.96, "end": 1043.6, "word": " بنصنفها", "probability": 0.93291015625}, {"start": 1043.6, "end": 1043.82, "word": " لكل", "probability": 0.9873046875}, {"start": 1043.82, "end": 1044.1, "word": " حالة", "probability": 0.9944661458333334}, {"start": 1044.1, "end": 1044.2, "word": " من", "probability": 0.9736328125}, {"start": 1044.2, "end": 1044.42, "word": " حالات", "probability": 0.8367513020833334}, {"start": 1044.42, "end": 1044.54, "word": " ال", "probability": 0.9404296875}, {"start": 1044.54, "end": 1045.24, "word": " memberships", "probability": 0.8336588541666666}, {"start": 1045.24, "end": 1045.74, "word": " خلينا", "probability": 0.716796875}, {"start": 1045.74, "end": 1046.3, "word": " نذكر", "probability": 0.8408203125}, {"start": 1046.3, "end": 1047.02, "word": " لما", "probability": 0.86279296875}, {"start": 1047.02, "end": 1047.34, "word": " أخدنا", "probability": 0.966796875}, {"start": 1047.34, "end": 1047.66, "word": " الفuzzy", "probability": 0.877685546875}, {"start": 1047.66, "end": 1049.34, "word": " لما", "probability": 0.906005859375}, {"start": 1049.34, "end": 1049.64, "word": " أخدنا", "probability": 0.9866943359375}, {"start": 1049.64, "end": 1049.96, "word": " الفuzzy", "probability": 0.937255859375}, {"start": 1049.96, "end": 1050.24, "word": " كنا", "probability": 0.989013671875}, {"start": 1050.24, "end": 1050.66, "word": " بنقول", "probability": 0.911376953125}, {"start": 1050.66, "end": 1051.34, "word": " ال", "probability": 0.88427734375}, {"start": 1051.34, "end": 1051.44, "word": " ..", "probability": 0.4169921875}, {"start": 1051.44, "end": 1051.68, "word": " ال", "probability": 0.86572265625}, {"start": 1051.68, "end": 1051.96, "word": " crisp", "probability": 0.7998046875}, {"start": 1051.96, "end": 1052.22, "word": " هذا", "probability": 0.79638671875}, {"start": 1052.22, "end": 1052.76, "word": " جديش", "probability": 0.76513671875}, {"start": 1052.76, "end": 1053.28, "word": " درجة", "probability": 0.9842122395833334}, {"start": 1053.28, "end": 1053.48, "word": " أنه", "probability": 0.750732421875}, {"start": 1053.48, "end": 1053.98, "word": " ينتمي", "probability": 0.9871826171875}, {"start": 1053.98, "end": 1054.36, "word": " ل", "probability": 0.7412109375}, {"start": 1054.36, "end": 1054.58, "word": " low", "probability": 0.73876953125}], "temperature": 1.0}, {"id": 45, "seek": 106902, "start": 1055.72, "end": 1069.02, "text": "طيب، قد إيش درجة إنه ينتمي ل medium؟ مش هيك، فإذا كنت بقول ميو A1، هذه ل low، و ميو A2، هذه كانت ل medium، صح؟ تمام", "tokens": [9566, 1829, 3555, 12399, 12174, 3215, 11933, 1829, 8592, 11778, 47341, 3660, 36145, 3224, 7251, 29399, 2304, 1829, 5296, 6399, 22807, 37893, 39896, 4117, 12399, 6156, 28814, 15730, 9122, 29399, 4724, 39648, 3714, 1829, 2407, 316, 16, 12399, 29538, 5296, 2295, 12399, 4032, 3714, 1829, 2407, 316, 17, 12399, 29538, 25961, 2655, 5296, 6399, 12399, 20328, 5016, 22807, 46811, 10943], "avg_logprob": -0.20786372364544478, "compression_ratio": 1.3602941176470589, "no_speech_prob": 0.0, "words": [{"start": 1055.72, "end": 1056.1, "word": "طيب،", "probability": 0.8143310546875}, {"start": 1056.1, "end": 1056.24, "word": " قد", "probability": 0.829833984375}, {"start": 1056.24, "end": 1056.38, "word": " إيش", "probability": 0.7716471354166666}, {"start": 1056.38, "end": 1056.8, "word": " درجة", "probability": 0.9918619791666666}, {"start": 1056.8, "end": 1056.98, "word": " إنه", "probability": 0.792724609375}, {"start": 1056.98, "end": 1057.56, "word": " ينتمي", "probability": 0.9879150390625}, {"start": 1057.56, "end": 1057.84, "word": " ل", "probability": 0.4453125}, {"start": 1057.84, "end": 1058.78, "word": " medium؟", "probability": 0.658935546875}, {"start": 1058.78, "end": 1058.98, "word": " مش", "probability": 0.94580078125}, {"start": 1058.98, "end": 1059.66, "word": " هيك،", "probability": 0.795654296875}, {"start": 1059.66, "end": 1059.86, "word": " فإذا", "probability": 0.955078125}, {"start": 1059.86, "end": 1060.06, "word": " كنت", "probability": 0.991943359375}, {"start": 1060.06, "end": 1060.36, "word": " بقول", "probability": 0.98828125}, {"start": 1060.36, "end": 1060.82, "word": " ميو", "probability": 0.766845703125}, {"start": 1060.82, "end": 1062.46, "word": " A1،", "probability": 0.582763671875}, {"start": 1062.46, "end": 1062.76, "word": " هذه", "probability": 0.33935546875}, {"start": 1062.76, "end": 1062.9, "word": " ل", "probability": 0.59375}, {"start": 1062.9, "end": 1064.0, "word": " low،", "probability": 0.78564453125}, {"start": 1064.0, "end": 1064.18, "word": " و", "probability": 0.9736328125}, {"start": 1064.18, "end": 1064.6, "word": " ميو", "probability": 0.8759765625}, {"start": 1064.6, "end": 1066.18, "word": " A2،", "probability": 0.9013671875}, {"start": 1066.18, "end": 1066.36, "word": " هذه", "probability": 0.8642578125}, {"start": 1066.36, "end": 1066.66, "word": " كانت", "probability": 0.982666015625}, {"start": 1066.66, "end": 1066.9, "word": " ل", "probability": 0.9072265625}, {"start": 1066.9, "end": 1068.18, "word": " medium،", "probability": 0.916748046875}, {"start": 1068.18, "end": 1068.66, "word": " صح؟", "probability": 0.8873697916666666}, {"start": 1068.66, "end": 1069.02, "word": " تمام", "probability": 0.990478515625}], "temperature": 1.0}, {"id": 46, "seek": 109779, "start": 1070.01, "end": 1097.79, "text": "لأ طبعا أكيد لل high ما نتوقعش أن هدى كمان بتقاطع معاهم يعني التلاتة متقطعين كلهم مع بعض إلا في حالات كتير كتير كتير نادرة فنتوقع أنه high هتكون صفر يعني إلها Mu A3 بس جدش قيمتها صفر فهي غير موجودة .. غير موجودة تمام فإذا ال classification هي فكرة ال .. ال muse اللي موجودة و اللي هنا .. هنا شايفينها Mu A1 كيف بقدر أحسب هذه؟", "tokens": [1211, 10721, 23032, 3555, 3615, 995, 5551, 4117, 25708, 24976, 1090, 19446, 8717, 2655, 30543, 3615, 8592, 14739, 8032, 3215, 7578, 9122, 2304, 7649, 39894, 4587, 41193, 3615, 20449, 995, 16095, 37495, 22653, 16712, 1211, 9307, 3660, 44650, 47432, 3615, 9957, 28242, 16095, 20449, 45030, 11242, 11933, 15040, 8978, 11331, 6027, 9307, 9122, 2655, 13546, 9122, 2655, 13546, 9122, 2655, 13546, 8717, 18513, 25720, 6156, 29399, 30543, 3615, 14739, 3224, 1090, 8032, 2655, 30544, 20328, 5172, 2288, 37495, 22653, 11933, 1211, 11296, 15601, 316, 18, 4724, 3794, 10874, 3215, 8592, 12174, 32640, 2655, 11296, 20328, 5172, 2288, 6156, 3224, 1829, 32771, 13546, 3714, 29245, 23328, 3660, 4386, 32771, 13546, 3714, 29245, 23328, 3660, 46811, 10943, 6156, 28814, 15730, 2423, 21538, 39896, 6156, 4117, 25720, 2423, 4386, 2423, 39138, 13672, 1829, 3714, 29245, 23328, 3660, 4032, 13672, 1829, 34105, 4386, 34105, 13412, 995, 33911, 9957, 11296, 15601, 316, 16, 9122, 33911, 4724, 28543, 2288, 5551, 5016, 35457, 29538, 22807], "avg_logprob": -0.2152122678996632, "compression_ratio": 1.8160535117056855, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1070.01, "end": 1070.49, "word": "لأ", "probability": 0.4915771484375}, {"start": 1070.49, "end": 1070.81, "word": " طبعا", "probability": 0.933837890625}, {"start": 1070.81, "end": 1071.15, "word": " أكيد", "probability": 0.8541666666666666}, {"start": 1071.15, "end": 1071.33, "word": " لل", "probability": 0.82763671875}, {"start": 1071.33, "end": 1071.69, "word": " high", "probability": 0.373291015625}, {"start": 1071.69, "end": 1071.97, "word": " ما", "probability": 0.64892578125}, {"start": 1071.97, "end": 1072.83, "word": " نتوقعش", "probability": 0.830419921875}, {"start": 1072.83, "end": 1072.91, "word": " أن", "probability": 0.51416015625}, {"start": 1072.91, "end": 1073.17, "word": " هدى", "probability": 0.4067789713541667}, {"start": 1073.17, "end": 1073.35, "word": " كمان", "probability": 0.9054361979166666}, {"start": 1073.35, "end": 1073.79, "word": " بتقاطع", "probability": 0.777587890625}, {"start": 1073.79, "end": 1074.19, "word": " معاهم", "probability": 0.9801432291666666}, {"start": 1074.19, "end": 1074.41, "word": " يعني", "probability": 0.592041015625}, {"start": 1074.41, "end": 1074.73, "word": " التلاتة", "probability": 0.88623046875}, {"start": 1074.73, "end": 1075.13, "word": " متقطعين", "probability": 0.845458984375}, {"start": 1075.13, "end": 1075.39, "word": " كلهم", "probability": 0.8662109375}, {"start": 1075.39, "end": 1075.51, "word": " مع", "probability": 0.9951171875}, {"start": 1075.51, "end": 1075.81, "word": " بعض", "probability": 0.994140625}, {"start": 1075.81, "end": 1076.15, "word": " إلا", "probability": 0.823486328125}, {"start": 1076.15, "end": 1076.27, "word": " في", "probability": 0.9248046875}, {"start": 1076.27, "end": 1076.55, "word": " حالات", "probability": 0.98095703125}, {"start": 1076.55, "end": 1076.81, "word": " كتير", "probability": 0.9752604166666666}, {"start": 1076.81, "end": 1077.07, "word": " كتير", "probability": 0.94775390625}, {"start": 1077.07, "end": 1077.53, "word": " كتير", "probability": 0.90185546875}, {"start": 1077.53, "end": 1077.91, "word": " نادرة", "probability": 0.8937174479166666}, {"start": 1077.91, "end": 1078.67, "word": " فنتوقع", "probability": 0.9390869140625}, {"start": 1078.67, "end": 1078.85, "word": " أنه", "probability": 0.703125}, {"start": 1078.85, "end": 1078.97, "word": " high", "probability": 0.59619140625}, {"start": 1078.97, "end": 1079.31, "word": " هتكون", "probability": 0.9549153645833334}, {"start": 1079.31, "end": 1079.67, "word": " صفر", "probability": 0.94921875}, {"start": 1079.67, "end": 1080.15, "word": " يعني", "probability": 0.91455078125}, {"start": 1080.15, "end": 1080.63, "word": " إلها", "probability": 0.7139485677083334}, {"start": 1080.63, "end": 1081.41, "word": " Mu", "probability": 0.251708984375}, {"start": 1081.41, "end": 1082.41, "word": " A3", "probability": 0.5120849609375}, {"start": 1082.41, "end": 1082.73, "word": " بس", "probability": 0.963623046875}, {"start": 1082.73, "end": 1082.97, "word": " جدش", "probability": 0.7950846354166666}, {"start": 1082.97, "end": 1083.33, "word": " قيمتها", "probability": 0.987060546875}, {"start": 1083.33, "end": 1083.79, "word": " صفر", "probability": 0.97607421875}, {"start": 1083.79, "end": 1084.33, "word": " فهي", "probability": 0.9059244791666666}, {"start": 1084.33, "end": 1084.53, "word": " غير", "probability": 0.998046875}, {"start": 1084.53, "end": 1085.09, "word": " موجودة", "probability": 0.988525390625}, {"start": 1085.09, "end": 1085.33, "word": " ..", "probability": 0.28271484375}, {"start": 1085.33, "end": 1085.61, "word": " غير", "probability": 0.912841796875}, {"start": 1085.61, "end": 1086.33, "word": " موجودة", "probability": 0.975341796875}, {"start": 1086.33, "end": 1086.71, "word": " تمام", "probability": 0.7135009765625}, {"start": 1086.71, "end": 1087.77, "word": " فإذا", "probability": 0.8064778645833334}, {"start": 1087.77, "end": 1088.45, "word": " ال", "probability": 0.9140625}, {"start": 1088.45, "end": 1088.83, "word": " classification", "probability": 0.273193359375}, {"start": 1088.83, "end": 1089.53, "word": " هي", "probability": 0.9443359375}, {"start": 1089.53, "end": 1090.37, "word": " فكرة", "probability": 0.9856770833333334}, {"start": 1090.37, "end": 1090.95, "word": " ال", "probability": 0.912109375}, {"start": 1090.95, "end": 1090.95, "word": " ..", "probability": 0.55224609375}, {"start": 1090.95, "end": 1091.15, "word": " ال", "probability": 0.85791015625}, {"start": 1091.15, "end": 1091.43, "word": " muse", "probability": 0.214599609375}, {"start": 1091.43, "end": 1091.59, "word": " اللي", "probability": 0.798583984375}, {"start": 1091.59, "end": 1092.27, "word": " موجودة", "probability": 0.9921875}, {"start": 1092.27, "end": 1092.53, "word": " و", "probability": 0.43798828125}, {"start": 1092.53, "end": 1092.63, "word": " اللي", "probability": 0.905029296875}, {"start": 1092.63, "end": 1092.95, "word": " هنا", "probability": 0.72412109375}, {"start": 1092.95, "end": 1093.07, "word": " ..", "probability": 0.79833984375}, {"start": 1093.07, "end": 1093.41, "word": " هنا", "probability": 0.91748046875}, {"start": 1093.41, "end": 1093.81, "word": " شايفينها", "probability": 0.91181640625}, {"start": 1093.81, "end": 1094.01, "word": " Mu", "probability": 0.93603515625}, {"start": 1094.01, "end": 1094.71, "word": " A1", "probability": 0.942626953125}, {"start": 1094.71, "end": 1096.45, "word": " كيف", "probability": 0.9013671875}, {"start": 1096.45, "end": 1096.75, "word": " بقدر", "probability": 0.9892578125}, {"start": 1096.75, "end": 1097.05, "word": " أحسب", "probability": 0.93359375}, {"start": 1097.05, "end": 1097.79, "word": " هذه؟", "probability": 0.563720703125}], "temperature": 1.0}, {"id": 47, "seek": 111243, "start": 1099.29, "end": 1112.43, "text": "بس كل اللي مافي الموضوع أني أرسم E1 هاي E1 فقط وين موقع ال crisp value اللي دخلناها بالنسبة لل shape لل triangle تبع E1", "tokens": [3555, 3794, 28242, 13672, 1829, 19446, 41185, 9673, 2407, 11242, 45367, 14739, 1829, 5551, 2288, 38251, 462, 16, 8032, 47302, 462, 16, 6156, 47432, 4032, 9957, 3714, 30543, 3615, 2423, 22952, 2158, 13672, 1829, 11778, 9778, 1211, 8315, 11296, 20666, 1863, 35457, 3660, 24976, 3909, 24976, 13369, 6055, 3555, 3615, 462, 16], "avg_logprob": -0.16317806716235178, "compression_ratio": 1.2937062937062938, "no_speech_prob": 0.0, "words": [{"start": 1099.29, "end": 1099.81, "word": "بس", "probability": 0.96923828125}, {"start": 1099.81, "end": 1100.31, "word": " كل", "probability": 0.8935546875}, {"start": 1100.31, "end": 1100.49, "word": " اللي", "probability": 0.76708984375}, {"start": 1100.49, "end": 1101.03, "word": " مافي", "probability": 0.685546875}, {"start": 1101.03, "end": 1101.33, "word": " الموضوع", "probability": 0.993408203125}, {"start": 1101.33, "end": 1101.53, "word": " أني", "probability": 0.656494140625}, {"start": 1101.53, "end": 1102.01, "word": " أرسم", "probability": 0.8566080729166666}, {"start": 1102.01, "end": 1102.81, "word": " E1", "probability": 0.78125}, {"start": 1102.81, "end": 1104.07, "word": " هاي", "probability": 0.5301513671875}, {"start": 1104.07, "end": 1105.03, "word": " E1", "probability": 0.97509765625}, {"start": 1105.03, "end": 1106.05, "word": " فقط", "probability": 0.9560546875}, {"start": 1106.05, "end": 1106.87, "word": " وين", "probability": 0.838134765625}, {"start": 1106.87, "end": 1107.35, "word": " موقع", "probability": 0.9892578125}, {"start": 1107.35, "end": 1107.49, "word": " ال", "probability": 0.734375}, {"start": 1107.49, "end": 1107.85, "word": " crisp", "probability": 0.5732421875}, {"start": 1107.85, "end": 1108.43, "word": " value", "probability": 0.99072265625}, {"start": 1108.43, "end": 1108.55, "word": " اللي", "probability": 0.9541015625}, {"start": 1108.55, "end": 1109.31, "word": " دخلناها", "probability": 0.98740234375}, {"start": 1109.31, "end": 1110.45, "word": " بالنسبة", "probability": 0.993896484375}, {"start": 1110.45, "end": 1110.85, "word": " لل", "probability": 0.88330078125}, {"start": 1110.85, "end": 1111.23, "word": " shape", "probability": 0.86083984375}, {"start": 1111.23, "end": 1111.43, "word": " لل", "probability": 0.50244140625}, {"start": 1111.43, "end": 1111.79, "word": " triangle", "probability": 0.7998046875}, {"start": 1111.79, "end": 1112.05, "word": " تبع", "probability": 0.9251302083333334}, {"start": 1112.05, "end": 1112.43, "word": " E1", "probability": 0.9599609375}], "temperature": 1.0}, {"id": 48, "seek": 114126, "start": 1115.18, "end": 1141.26, "text": "أو trapezoid إذا كان باش تغل على شبه مربع صحيح؟ أو الشكل الرباعي يعني تمام فكل اللي بدنا نعمله انه هنقطعها مع ال shape بتاعة A1 بس لحالها طيب ال Mew التانية كل ما في الموضوع اللي بتقطعها مع A2 مع A1 هي النقطة هذه فبجيب قيمة هنا القيمة هذه هي ال Mew A1 هتكون هنا القيمة بس", "tokens": [10721, 2407, 944, 494, 4765, 327, 11933, 15730, 25961, 4724, 33599, 6055, 17082, 1211, 15844, 13412, 3555, 3224, 3714, 25513, 3615, 20328, 5016, 1829, 5016, 22807, 34051, 25124, 28820, 34892, 3555, 45761, 1829, 37495, 22653, 46811, 10943, 6156, 28820, 13672, 1829, 47525, 8315, 8717, 25957, 43761, 16472, 3224, 8032, 1863, 47432, 3615, 11296, 20449, 2423, 3909, 39894, 995, 27884, 316, 16, 4724, 3794, 5296, 5016, 6027, 11296, 23032, 1829, 3555, 2423, 376, 1023, 16712, 7649, 10632, 28242, 19446, 8978, 9673, 2407, 11242, 45367, 13672, 1829, 39894, 47432, 3615, 11296, 20449, 316, 17, 20449, 316, 16, 39896, 28239, 47432, 3660, 29538, 6156, 3555, 7435, 1829, 3555, 12174, 32640, 3660, 34105, 25062, 32640, 3660, 29538, 39896, 2423, 376, 1023, 316, 16, 8032, 2655, 30544, 34105, 25062, 32640, 3660, 4724, 3794], "avg_logprob": -0.2154796511627907, "compression_ratio": 1.7782101167315174, "no_speech_prob": 8.940696716308594e-07, "words": [{"start": 1115.1799999999998, "end": 1115.8999999999999, "word": "أو", "probability": 0.803955078125}, {"start": 1115.8999999999999, "end": 1116.62, "word": " trapezoid", "probability": 0.7293548583984375}, {"start": 1116.62, "end": 1116.76, "word": " إذا", "probability": 0.627685546875}, {"start": 1116.76, "end": 1116.9, "word": " كان", "probability": 0.6171875}, {"start": 1116.9, "end": 1117.08, "word": " باش", "probability": 0.39337158203125}, {"start": 1117.08, "end": 1117.28, "word": " تغل", "probability": 0.5265299479166666}, {"start": 1117.28, "end": 1117.48, "word": " على", "probability": 0.53857421875}, {"start": 1117.48, "end": 1118.08, "word": " شبه", "probability": 0.9388020833333334}, {"start": 1118.08, "end": 1120.08, "word": " مربع", "probability": 0.9840494791666666}, {"start": 1120.08, "end": 1120.98, "word": " صحيح؟", "probability": 0.851171875}, {"start": 1120.98, "end": 1121.06, "word": " أو", "probability": 0.77587890625}, {"start": 1121.06, "end": 1121.3, "word": " الشكل", "probability": 0.844482421875}, {"start": 1121.3, "end": 1121.76, "word": " الرباعي", "probability": 0.8909912109375}, {"start": 1121.76, "end": 1122.24, "word": " يعني", "probability": 0.71826171875}, {"start": 1122.24, "end": 1122.66, "word": " تمام", "probability": 0.57666015625}, {"start": 1122.66, "end": 1123.06, "word": " فكل", "probability": 0.87744140625}, {"start": 1123.06, "end": 1123.16, "word": " اللي", "probability": 0.9638671875}, {"start": 1123.16, "end": 1123.4, "word": " بدنا", "probability": 0.93896484375}, {"start": 1123.4, "end": 1123.78, "word": " نعمله", "probability": 0.9879557291666666}, {"start": 1123.78, "end": 1124.12, "word": " انه", "probability": 0.5648193359375}, {"start": 1124.12, "end": 1124.66, "word": " هنقطعها", "probability": 0.8880859375}, {"start": 1124.66, "end": 1124.94, "word": " مع", "probability": 0.98046875}, {"start": 1124.94, "end": 1126.04, "word": " ال", "probability": 0.70751953125}, {"start": 1126.04, "end": 1126.22, "word": " shape", "probability": 0.80615234375}, {"start": 1126.22, "end": 1126.52, "word": " بتاعة", "probability": 0.8489583333333334}, {"start": 1126.52, "end": 1127.02, "word": " A1", "probability": 0.526123046875}, {"start": 1127.02, "end": 1127.3, "word": " بس", "probability": 0.982421875}, {"start": 1127.3, "end": 1127.86, "word": " لحالها", "probability": 0.9927978515625}, {"start": 1127.86, "end": 1128.64, "word": " طيب", "probability": 0.9363606770833334}, {"start": 1128.64, "end": 1129.08, "word": " ال", "probability": 0.80810546875}, {"start": 1129.08, "end": 1129.3, "word": " Mew", "probability": 0.52154541015625}, {"start": 1129.3, "end": 1129.82, "word": " التانية", "probability": 0.8875325520833334}, {"start": 1129.82, "end": 1130.34, "word": " كل", "probability": 0.96533203125}, {"start": 1130.34, "end": 1130.46, "word": " ما", "probability": 0.95068359375}, {"start": 1130.46, "end": 1130.58, "word": " في", "probability": 0.9189453125}, {"start": 1130.58, "end": 1130.84, "word": " الموضوع", "probability": 0.9974365234375}, {"start": 1130.84, "end": 1130.96, "word": " اللي", "probability": 0.6771240234375}, {"start": 1130.96, "end": 1131.5, "word": " بتقطعها", "probability": 0.85736083984375}, {"start": 1131.5, "end": 1131.7, "word": " مع", "probability": 0.96142578125}, {"start": 1131.7, "end": 1132.42, "word": " A2", "probability": 0.9150390625}, {"start": 1132.42, "end": 1133.26, "word": " مع", "probability": 0.9736328125}, {"start": 1133.26, "end": 1133.64, "word": " A1", "probability": 0.95751953125}, {"start": 1133.64, "end": 1133.82, "word": " هي", "probability": 0.7998046875}, {"start": 1133.82, "end": 1134.2, "word": " النقطة", "probability": 0.98046875}, {"start": 1134.2, "end": 1134.38, "word": " هذه", "probability": 0.71337890625}, {"start": 1134.38, "end": 1134.94, "word": " فبجيب", "probability": 0.976171875}, {"start": 1134.94, "end": 1135.46, "word": " قيمة", "probability": 0.98193359375}, {"start": 1135.46, "end": 1135.7, "word": " هنا", "probability": 0.99658203125}, {"start": 1135.7, "end": 1136.7, "word": " القيمة", "probability": 0.9674479166666666}, {"start": 1136.7, "end": 1136.9, "word": " هذه", "probability": 0.5029296875}, {"start": 1136.9, "end": 1137.1, "word": " هي", "probability": 0.94091796875}, {"start": 1137.1, "end": 1137.24, "word": " ال", "probability": 0.6123046875}, {"start": 1137.24, "end": 1137.56, "word": " Mew", "probability": 0.9287109375}, {"start": 1137.56, "end": 1138.9, "word": " A1", "probability": 0.934814453125}, {"start": 1138.9, "end": 1139.84, "word": " هتكون", "probability": 0.9012044270833334}, {"start": 1139.84, "end": 1140.02, "word": " هنا", "probability": 0.98046875}, {"start": 1140.02, "end": 1140.42, "word": " القيمة", "probability": 0.9609375}, {"start": 1140.42, "end": 1141.26, "word": " بس", "probability": 0.6177978515625}], "temperature": 1.0}, {"id": 49, "seek": 116571, "start": 1142.37, "end": 1165.71, "text": "هذا design بتقول أننا نعمله تصميم و ممكن نعدل عليه التصميم هذا كمان نغير كل مرة .. كل مرة عليه كل مرة نغير فيه و نعدل عليه تمام فإذا هي حسبنا القيم ناتج ال layer التانية ناتج ال layer التانية مش مشكلة فيها فهذه اللي فيها جزء ال classification نشوف كمان خطوة", "tokens": [3224, 15730, 1715, 39894, 39648, 14739, 8315, 8717, 25957, 43761, 6055, 9381, 2304, 32640, 4032, 3714, 43020, 8717, 22488, 1211, 47356, 16712, 9381, 2304, 32640, 23758, 9122, 2304, 7649, 8717, 17082, 13546, 28242, 3714, 25720, 4386, 28242, 3714, 25720, 47356, 28242, 3714, 25720, 8717, 17082, 13546, 8978, 3224, 4032, 8717, 22488, 1211, 47356, 46811, 10943, 6156, 28814, 15730, 39896, 11331, 35457, 8315, 25062, 32640, 8717, 9307, 7435, 2423, 4583, 16712, 7649, 10632, 8717, 9307, 7435, 2423, 4583, 16712, 7649, 10632, 37893, 37893, 28820, 3660, 8978, 11296, 6156, 3224, 24192, 13672, 1829, 8978, 11296, 10874, 11622, 38207, 2423, 21538, 8717, 8592, 38688, 9122, 2304, 7649, 16490, 9566, 2407, 3660], "avg_logprob": -0.17732225044058003, "compression_ratio": 1.9155555555555555, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 1142.37, "end": 1142.65, "word": "هذا", "probability": 0.8994140625}, {"start": 1142.65, "end": 1143.03, "word": " design", "probability": 0.50439453125}, {"start": 1143.03, "end": 1143.31, "word": " بتقول", "probability": 0.29949951171875}, {"start": 1143.31, "end": 1143.47, "word": " أننا", "probability": 0.30853271484375}, {"start": 1143.47, "end": 1143.71, "word": " نعمله", "probability": 0.89111328125}, {"start": 1143.71, "end": 1144.21, "word": " تصميم", "probability": 0.9896240234375}, {"start": 1144.21, "end": 1144.73, "word": " و", "probability": 0.85400390625}, {"start": 1144.73, "end": 1144.99, "word": " ممكن", "probability": 0.75341796875}, {"start": 1144.99, "end": 1145.47, "word": " نعدل", "probability": 0.8681640625}, {"start": 1145.47, "end": 1145.69, "word": " عليه", "probability": 0.95703125}, {"start": 1145.69, "end": 1146.09, "word": " التصميم", "probability": 0.9798583984375}, {"start": 1146.09, "end": 1146.35, "word": " هذا", "probability": 0.92822265625}, {"start": 1146.35, "end": 1146.63, "word": " كمان", "probability": 0.9708658854166666}, {"start": 1146.63, "end": 1148.11, "word": " نغير", "probability": 0.84228515625}, {"start": 1148.11, "end": 1148.29, "word": " كل", "probability": 0.8603515625}, {"start": 1148.29, "end": 1148.55, "word": " مرة", "probability": 0.991455078125}, {"start": 1148.55, "end": 1148.63, "word": " ..", "probability": 0.400146484375}, {"start": 1148.63, "end": 1148.91, "word": " كل", "probability": 0.87646484375}, {"start": 1148.91, "end": 1149.09, "word": " مرة", "probability": 0.99609375}, {"start": 1149.09, "end": 1149.35, "word": " عليه", "probability": 0.908203125}, {"start": 1149.35, "end": 1149.85, "word": " كل", "probability": 0.5068359375}, {"start": 1149.85, "end": 1150.03, "word": " مرة", "probability": 0.9951171875}, {"start": 1150.03, "end": 1150.39, "word": " نغير", "probability": 0.9832356770833334}, {"start": 1150.39, "end": 1150.61, "word": " فيه", "probability": 0.984130859375}, {"start": 1150.61, "end": 1150.69, "word": " و", "probability": 0.9833984375}, {"start": 1150.69, "end": 1150.99, "word": " نعدل", "probability": 0.9755859375}, {"start": 1150.99, "end": 1151.23, "word": " عليه", "probability": 0.99072265625}, {"start": 1151.23, "end": 1151.79, "word": " تمام", "probability": 0.90576171875}, {"start": 1151.79, "end": 1152.21, "word": " فإذا", "probability": 0.8653971354166666}, {"start": 1152.21, "end": 1152.45, "word": " هي", "probability": 0.286865234375}, {"start": 1152.45, "end": 1152.85, "word": " حسبنا", "probability": 0.9690755208333334}, {"start": 1152.85, "end": 1153.23, "word": " القيم", "probability": 0.853271484375}, {"start": 1153.23, "end": 1154.49, "word": " ناتج", "probability": 0.984375}, {"start": 1154.49, "end": 1154.63, "word": " ال", "probability": 0.96044921875}, {"start": 1154.63, "end": 1154.81, "word": " layer", "probability": 0.62744140625}, {"start": 1154.81, "end": 1155.37, "word": " التانية", "probability": 0.9630533854166666}, {"start": 1155.37, "end": 1156.07, "word": " ناتج", "probability": 0.873046875}, {"start": 1156.07, "end": 1156.49, "word": " ال", "probability": 0.98779296875}, {"start": 1156.49, "end": 1156.79, "word": " layer", "probability": 0.98583984375}, {"start": 1156.79, "end": 1157.65, "word": " التانية", "probability": 0.9889322916666666}, {"start": 1157.65, "end": 1157.99, "word": " مش", "probability": 0.388916015625}, {"start": 1157.99, "end": 1158.41, "word": " مشكلة", "probability": 0.9881184895833334}, {"start": 1158.41, "end": 1158.69, "word": " فيها", "probability": 0.98681640625}, {"start": 1158.69, "end": 1159.31, "word": " فهذه", "probability": 0.8055826822916666}, {"start": 1159.31, "end": 1159.41, "word": " اللي", "probability": 0.97216796875}, {"start": 1159.41, "end": 1159.63, "word": " فيها", "probability": 0.89111328125}, {"start": 1159.63, "end": 1159.89, "word": " جزء", "probability": 0.9365234375}, {"start": 1159.89, "end": 1160.03, "word": " ال", "probability": 0.355224609375}, {"start": 1160.03, "end": 1160.55, "word": " classification", "probability": 0.212890625}, {"start": 1160.55, "end": 1161.35, "word": " نشوف", "probability": 0.9254557291666666}, {"start": 1161.35, "end": 1163.51, "word": " كمان", "probability": 0.99609375}, {"start": 1163.51, "end": 1165.71, "word": " خطوة", "probability": 0.9520263671875}], "temperature": 1.0}, {"id": 50, "seek": 119599, "start": 1168.39, "end": 1195.99, "text": "جيد، الآن المعادلة أو ال activation function كلمة activation function إيش كنا نقول عليها؟ بتذكرين كنا نقول إن هي ال function بتاعة ال neuron يعني ال input بنجمع إيش بده يطلع، هتش نشوف كمان مرة هنا، هنا مافيش تجمع لأن ال input هو مباشرة بتعطيله إيه؟ واحد، لللاير التانية، فبتك تجمع مع مين؟ مافيش إيش تجمع فيه، فمباشرة أنا كل اللي بهمني هنا ال function هذه اللي قلنا إيش؟", "tokens": [7435, 25708, 12399, 6024, 48506, 9673, 3615, 18513, 37977, 34051, 2423, 24433, 2445, 9122, 19528, 3660, 24433, 2445, 11933, 1829, 8592, 9122, 8315, 8717, 39648, 25894, 11296, 22807, 39894, 8848, 37983, 9957, 9122, 8315, 8717, 39648, 36145, 39896, 2423, 2445, 39894, 995, 27884, 2423, 34090, 37495, 22653, 2423, 4846, 44945, 7435, 2304, 3615, 11933, 1829, 8592, 47525, 3224, 7251, 9566, 1211, 3615, 12399, 8032, 2655, 8592, 8717, 8592, 38688, 9122, 2304, 7649, 3714, 25720, 34105, 12399, 34105, 19446, 41185, 8592, 6055, 7435, 2304, 3615, 5296, 33456, 2423, 4846, 31439, 3714, 3555, 33599, 25720, 39894, 3615, 9566, 26895, 3224, 11933, 1829, 3224, 22807, 36764, 24401, 12399, 24976, 15040, 13546, 16712, 7649, 10632, 12399, 6156, 3555, 2655, 4117, 6055, 7435, 2304, 3615, 20449, 3714, 9957, 22807, 19446, 41185, 8592, 11933, 1829, 8592, 6055, 7435, 2304, 3615, 8978, 3224, 12399, 6156, 2304, 3555, 33599, 25720, 41850, 28242, 13672, 1829, 4724, 16095, 22653, 34105, 2423, 2445, 29538, 13672, 1829, 12174, 1211, 8315, 11933, 1829, 8592, 22807], "avg_logprob": -0.17647623010208272, "compression_ratio": 2.026936026936027, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 1168.39, "end": 1168.99, "word": "جيد،", "probability": 0.5397135416666666}, {"start": 1168.99, "end": 1169.49, "word": " الآن", "probability": 0.661865234375}, {"start": 1169.49, "end": 1170.41, "word": " المعادلة", "probability": 0.959716796875}, {"start": 1170.41, "end": 1170.53, "word": " أو", "probability": 0.5947265625}, {"start": 1170.53, "end": 1170.61, "word": " ال", "probability": 0.73486328125}, {"start": 1170.61, "end": 1170.95, "word": " activation", "probability": 0.9658203125}, {"start": 1170.95, "end": 1172.07, "word": " function", "probability": 0.96142578125}, {"start": 1172.07, "end": 1173.27, "word": " كلمة", "probability": 0.9020182291666666}, {"start": 1173.27, "end": 1173.63, "word": " activation", "probability": 0.98291015625}, {"start": 1173.63, "end": 1173.97, "word": " function", "probability": 0.97314453125}, {"start": 1173.97, "end": 1174.13, "word": " إيش", "probability": 0.8445638020833334}, {"start": 1174.13, "end": 1174.33, "word": " كنا", "probability": 0.96533203125}, {"start": 1174.33, "end": 1174.55, "word": " نقول", "probability": 0.986572265625}, {"start": 1174.55, "end": 1175.49, "word": " عليها؟", "probability": 0.8720703125}, {"start": 1175.49, "end": 1175.89, "word": " بتذكرين", "probability": 0.8360595703125}, {"start": 1175.89, "end": 1176.03, "word": " كنا", "probability": 0.96826171875}, {"start": 1176.03, "end": 1176.23, "word": " نقول", "probability": 0.985595703125}, {"start": 1176.23, "end": 1176.35, "word": " إن", "probability": 0.87353515625}, {"start": 1176.35, "end": 1176.47, "word": " هي", "probability": 0.69775390625}, {"start": 1176.47, "end": 1176.59, "word": " ال", "probability": 0.94775390625}, {"start": 1176.59, "end": 1176.87, "word": " function", "probability": 0.8955078125}, {"start": 1176.87, "end": 1177.09, "word": " بتاعة", "probability": 0.8782552083333334}, {"start": 1177.09, "end": 1177.23, "word": " ال", "probability": 0.88916015625}, {"start": 1177.23, "end": 1177.53, "word": " neuron", "probability": 0.884765625}, {"start": 1177.53, "end": 1178.47, "word": " يعني", "probability": 0.70458984375}, {"start": 1178.47, "end": 1178.87, "word": " ال", "probability": 0.955078125}, {"start": 1178.87, "end": 1179.19, "word": " input", "probability": 0.97314453125}, {"start": 1179.19, "end": 1180.07, "word": " بنجمع", "probability": 0.89306640625}, {"start": 1180.07, "end": 1181.03, "word": " إيش", "probability": 0.9090169270833334}, {"start": 1181.03, "end": 1181.27, "word": " بده", "probability": 0.879638671875}, {"start": 1181.27, "end": 1182.61, "word": " يطلع،", "probability": 0.876318359375}, {"start": 1182.61, "end": 1182.89, "word": " هتش", "probability": 0.7482096354166666}, {"start": 1182.89, "end": 1183.15, "word": " نشوف", "probability": 0.95458984375}, {"start": 1183.15, "end": 1183.69, "word": " كمان", "probability": 0.9571940104166666}, {"start": 1183.69, "end": 1183.99, "word": " مرة", "probability": 0.993896484375}, {"start": 1183.99, "end": 1184.73, "word": " هنا،", "probability": 0.915771484375}, {"start": 1184.73, "end": 1184.87, "word": " هنا", "probability": 0.98095703125}, {"start": 1184.87, "end": 1185.09, "word": " مافيش", "probability": 0.712158203125}, {"start": 1185.09, "end": 1185.63, "word": " تجمع", "probability": 0.95751953125}, {"start": 1185.63, "end": 1187.19, "word": " لأن", "probability": 0.76806640625}, {"start": 1187.19, "end": 1187.33, "word": " ال", "probability": 0.87939453125}, {"start": 1187.33, "end": 1187.53, "word": " input", "probability": 0.986328125}, {"start": 1187.53, "end": 1187.67, "word": " هو", "probability": 0.97998046875}, {"start": 1187.67, "end": 1188.07, "word": " مباشرة", "probability": 0.9752197265625}, {"start": 1188.07, "end": 1188.55, "word": " بتعطيله", "probability": 0.74990234375}, {"start": 1188.55, "end": 1188.71, "word": " إيه؟", "probability": 0.762939453125}, {"start": 1188.71, "end": 1189.05, "word": " واحد،", "probability": 0.8251953125}, {"start": 1189.05, "end": 1189.33, "word": " لللاير", "probability": 0.5760498046875}, {"start": 1189.33, "end": 1189.93, "word": " التانية،", "probability": 0.860107421875}, {"start": 1189.93, "end": 1190.49, "word": " فبتك", "probability": 0.71893310546875}, {"start": 1190.49, "end": 1190.81, "word": " تجمع", "probability": 0.9873046875}, {"start": 1190.81, "end": 1190.93, "word": " مع", "probability": 0.99267578125}, {"start": 1190.93, "end": 1191.19, "word": " مين؟", "probability": 0.90576171875}, {"start": 1191.19, "end": 1191.37, "word": " مافيش", "probability": 0.93603515625}, {"start": 1191.37, "end": 1191.47, "word": " إيش", "probability": 0.95947265625}, {"start": 1191.47, "end": 1191.85, "word": " تجمع", "probability": 0.9696044921875}, {"start": 1191.85, "end": 1192.33, "word": " فيه،", "probability": 0.87890625}, {"start": 1192.33, "end": 1192.87, "word": " فمباشرة", "probability": 0.98525390625}, {"start": 1192.87, "end": 1193.01, "word": " أنا", "probability": 0.382568359375}, {"start": 1193.01, "end": 1193.15, "word": " كل", "probability": 0.97216796875}, {"start": 1193.15, "end": 1193.25, "word": " اللي", "probability": 0.985595703125}, {"start": 1193.25, "end": 1193.51, "word": " بهمني", "probability": 0.73388671875}, {"start": 1193.51, "end": 1193.75, "word": " هنا", "probability": 0.97900390625}, {"start": 1193.75, "end": 1193.97, "word": " ال", "probability": 0.77783203125}, {"start": 1193.97, "end": 1194.39, "word": " function", "probability": 0.96337890625}, {"start": 1194.39, "end": 1194.79, "word": " هذه", "probability": 0.4462890625}, {"start": 1194.79, "end": 1195.27, "word": " اللي", "probability": 0.841796875}, {"start": 1195.27, "end": 1195.57, "word": " قلنا", "probability": 0.8346354166666666}, {"start": 1195.57, "end": 1195.99, "word": " إيش؟", "probability": 0.9725341796875}], "temperature": 1.0}, {"id": 51, "seek": 122231, "start": 1196.67, "end": 1222.31, "text": "معادلة ال triangle هي نفس معادلة ال triangle بس هنشوف أنه ال code أو ال algorithm عامل لها معادلة خاصة فيها هي تمثل بالظبط ل triangle تماما لا أكثر ولا أقل كويس فإذا لو أخدنا هنا هذه و قولنا هاي شكلها بهذا الشكل ل أي واحد", "tokens": [2304, 3615, 18513, 37977, 2423, 13369, 39896, 8717, 36178, 20449, 18513, 37977, 2423, 13369, 4724, 3794, 8032, 1863, 8592, 38688, 14739, 3224, 2423, 3089, 34051, 2423, 9284, 6225, 10943, 1211, 5296, 11296, 20449, 18513, 37977, 16490, 33546, 3660, 8978, 11296, 39896, 46811, 12984, 1211, 20666, 19913, 3555, 9566, 5296, 13369, 46811, 10943, 995, 20193, 5551, 4117, 49115, 49429, 5551, 4587, 1211, 9122, 45865, 3794, 6156, 28814, 15730, 45164, 5551, 9778, 3215, 8315, 34105, 29538, 4032, 12174, 12610, 8315, 8032, 47302, 13412, 28820, 11296, 39627, 15730, 25124, 28820, 5296, 36632, 36764, 24401], "avg_logprob": -0.15234374368320341, "compression_ratio": 1.7560975609756098, "no_speech_prob": 7.450580596923828e-06, "words": [{"start": 1196.67, "end": 1197.21, "word": "معادلة", "probability": 0.923095703125}, {"start": 1197.21, "end": 1197.35, "word": " ال", "probability": 0.73486328125}, {"start": 1197.35, "end": 1198.23, "word": " triangle", "probability": 0.25439453125}, {"start": 1198.23, "end": 1199.43, "word": " هي", "probability": 0.78759765625}, {"start": 1199.43, "end": 1199.63, "word": " نفس", "probability": 0.994384765625}, {"start": 1199.63, "end": 1199.91, "word": " معادلة", "probability": 0.9103190104166666}, {"start": 1199.91, "end": 1200.01, "word": " ال", "probability": 0.955078125}, {"start": 1200.01, "end": 1200.35, "word": " triangle", "probability": 0.7392578125}, {"start": 1200.35, "end": 1201.25, "word": " بس", "probability": 0.95263671875}, {"start": 1201.25, "end": 1201.89, "word": " هنشوف", "probability": 0.9210205078125}, {"start": 1201.89, "end": 1202.13, "word": " أنه", "probability": 0.44189453125}, {"start": 1202.13, "end": 1202.29, "word": " ال", "probability": 0.95263671875}, {"start": 1202.29, "end": 1202.63, "word": " code", "probability": 0.974609375}, {"start": 1202.63, "end": 1203.01, "word": " أو", "probability": 0.75537109375}, {"start": 1203.01, "end": 1203.11, "word": " ال", "probability": 0.97314453125}, {"start": 1203.11, "end": 1203.47, "word": " algorithm", "probability": 0.94287109375}, {"start": 1203.47, "end": 1204.01, "word": " عامل", "probability": 0.82275390625}, {"start": 1204.01, "end": 1204.17, "word": " لها", "probability": 0.81787109375}, {"start": 1204.17, "end": 1204.65, "word": " معادلة", "probability": 0.9899088541666666}, {"start": 1204.65, "end": 1205.05, "word": " خاصة", "probability": 0.9739583333333334}, {"start": 1205.05, "end": 1205.33, "word": " فيها", "probability": 0.97412109375}, {"start": 1205.33, "end": 1205.73, "word": " هي", "probability": 0.75390625}, {"start": 1205.73, "end": 1206.21, "word": " تمثل", "probability": 0.9866536458333334}, {"start": 1206.21, "end": 1206.75, "word": " بالظبط", "probability": 0.98486328125}, {"start": 1206.75, "end": 1207.13, "word": " ل", "probability": 0.6943359375}, {"start": 1207.13, "end": 1207.57, "word": " triangle", "probability": 0.72705078125}, {"start": 1207.57, "end": 1208.63, "word": " تماما", "probability": 0.98828125}, {"start": 1208.63, "end": 1209.03, "word": " لا", "probability": 0.67138671875}, {"start": 1209.03, "end": 1209.35, "word": " أكثر", "probability": 0.8733723958333334}, {"start": 1209.35, "end": 1209.83, "word": " ولا", "probability": 0.91943359375}, {"start": 1209.83, "end": 1210.17, "word": " أقل", "probability": 0.9861653645833334}, {"start": 1210.17, "end": 1210.65, "word": " كويس", "probability": 0.7993977864583334}, {"start": 1210.65, "end": 1213.49, "word": " فإذا", "probability": 0.896484375}, {"start": 1213.49, "end": 1213.79, "word": " لو", "probability": 0.955078125}, {"start": 1213.79, "end": 1214.33, "word": " أخدنا", "probability": 0.983642578125}, {"start": 1214.33, "end": 1214.99, "word": " هنا", "probability": 0.9580078125}, {"start": 1214.99, "end": 1215.65, "word": " هذه", "probability": 0.6904296875}, {"start": 1215.65, "end": 1215.83, "word": " و", "probability": 0.8974609375}, {"start": 1215.83, "end": 1216.27, "word": " قولنا", "probability": 0.7093098958333334}, {"start": 1216.27, "end": 1216.77, "word": " هاي", "probability": 0.658203125}, {"start": 1216.77, "end": 1217.39, "word": " شكلها", "probability": 0.984375}, {"start": 1217.39, "end": 1220.15, "word": " بهذا", "probability": 0.97265625}, {"start": 1220.15, "end": 1220.97, "word": " الشكل", "probability": 0.986572265625}, {"start": 1220.97, "end": 1221.71, "word": " ل", "probability": 0.865234375}, {"start": 1221.71, "end": 1221.87, "word": " أي", "probability": 0.36669921875}, {"start": 1221.87, "end": 1222.31, "word": " واحد", "probability": 0.98974609375}], "temperature": 1.0}, {"id": 52, "seek": 125178, "start": 1225.8, "end": 1251.78, "text": "ف a1 هذا كنتج لهذه العملية نتيج ايش يعنيها نهيها a1 ال y هذه ال y هنا القيمة اللي هنا ايش بدها تطلع كويس هذه هتطلع لها علاقة ب a ال center و b ال width a و b ممتاز الآن لو قلنا", "tokens": [5172, 257, 16, 23758, 9122, 29399, 7435, 46740, 24192, 18863, 42213, 10632, 8717, 31371, 7435, 1975, 1829, 8592, 37495, 22653, 11296, 8717, 3224, 1829, 11296, 257, 16, 2423, 288, 29538, 2423, 288, 34105, 25062, 32640, 3660, 13672, 1829, 34105, 1975, 1829, 8592, 47525, 11296, 6055, 9566, 1211, 3615, 9122, 45865, 3794, 29538, 8032, 2655, 9566, 1211, 3615, 5296, 11296, 11203, 995, 28671, 4724, 257, 2423, 3056, 4032, 272, 2423, 11402, 257, 4032, 272, 3714, 2304, 2655, 31377, 6024, 48506, 45164, 12174, 1211, 8315], "avg_logprob": -0.32012648525692167, "compression_ratio": 1.6327683615819208, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1225.8, "end": 1226.06, "word": "ف", "probability": 0.849609375}, {"start": 1226.06, "end": 1226.5, "word": " a1", "probability": 0.355224609375}, {"start": 1226.5, "end": 1226.88, "word": " هذا", "probability": 0.465576171875}, {"start": 1226.88, "end": 1228.06, "word": " كنتج", "probability": 0.89794921875}, {"start": 1228.06, "end": 1228.68, "word": " لهذه", "probability": 0.916015625}, {"start": 1228.68, "end": 1229.36, "word": " العملية", "probability": 0.9588216145833334}, {"start": 1229.36, "end": 1230.32, "word": " نتيج", "probability": 0.6997884114583334}, {"start": 1230.32, "end": 1230.5, "word": " ايش", "probability": 0.674072265625}, {"start": 1230.5, "end": 1230.82, "word": " يعنيها", "probability": 0.751708984375}, {"start": 1230.82, "end": 1231.22, "word": " نهيها", "probability": 0.504638671875}, {"start": 1231.22, "end": 1231.7, "word": " a1", "probability": 0.798095703125}, {"start": 1231.7, "end": 1232.12, "word": " ال", "probability": 0.78662109375}, {"start": 1232.12, "end": 1232.36, "word": " y", "probability": 0.509765625}, {"start": 1232.36, "end": 1232.64, "word": " هذه", "probability": 0.2861328125}, {"start": 1232.64, "end": 1233.24, "word": " ال", "probability": 0.96337890625}, {"start": 1233.24, "end": 1233.4, "word": " y", "probability": 0.60498046875}, {"start": 1233.4, "end": 1233.66, "word": " هنا", "probability": 0.41162109375}, {"start": 1233.66, "end": 1234.02, "word": " القيمة", "probability": 0.93115234375}, {"start": 1234.02, "end": 1234.1, "word": " اللي", "probability": 0.778564453125}, {"start": 1234.1, "end": 1234.2, "word": " هنا", "probability": 0.95849609375}, {"start": 1234.2, "end": 1234.34, "word": " ايش", "probability": 0.7984212239583334}, {"start": 1234.34, "end": 1234.52, "word": " بدها", "probability": 0.40673828125}, {"start": 1234.52, "end": 1234.9, "word": " تطلع", "probability": 0.9605712890625}, {"start": 1234.9, "end": 1235.92, "word": " كويس", "probability": 0.7333577473958334}, {"start": 1235.92, "end": 1236.42, "word": " هذه", "probability": 0.5732421875}, {"start": 1236.42, "end": 1237.0, "word": " هتطلع", "probability": 0.9560546875}, {"start": 1237.0, "end": 1237.46, "word": " لها", "probability": 0.625}, {"start": 1237.46, "end": 1238.02, "word": " علاقة", "probability": 0.9811197916666666}, {"start": 1238.02, "end": 1238.5, "word": " ب", "probability": 0.82421875}, {"start": 1238.5, "end": 1238.82, "word": " a", "probability": 0.6103515625}, {"start": 1238.82, "end": 1240.54, "word": " ال", "probability": 0.8583984375}, {"start": 1240.54, "end": 1240.94, "word": " center", "probability": 0.74072265625}, {"start": 1240.94, "end": 1242.8, "word": " و", "probability": 0.7685546875}, {"start": 1242.8, "end": 1244.22, "word": " b", "probability": 0.62060546875}, {"start": 1244.22, "end": 1245.64, "word": " ال", "probability": 0.98046875}, {"start": 1245.64, "end": 1246.02, "word": " width", "probability": 0.97314453125}, {"start": 1246.02, "end": 1248.92, "word": " a", "probability": 0.68408203125}, {"start": 1248.92, "end": 1249.06, "word": " و", "probability": 0.96630859375}, {"start": 1249.06, "end": 1249.2, "word": " b", "probability": 0.83935546875}, {"start": 1249.2, "end": 1249.92, "word": " ممتاز", "probability": 0.94873046875}, {"start": 1249.92, "end": 1250.88, "word": " الآن", "probability": 0.60430908203125}, {"start": 1250.88, "end": 1251.4, "word": " لو", "probability": 0.98095703125}, {"start": 1251.4, "end": 1251.78, "word": " قلنا", "probability": 0.9259440104166666}], "temperature": 1.0}, {"id": 53, "seek": 127858, "start": 1252.7, "end": 1278.58, "text": "و هتنوسحها شوية عشان تكون فهمك افضل لها بدل من نرجع نقيد نفس الكلام خلينا نفترض ان هذه التانية بعيدة شوية وهذه Y عن البداية مبدأيا كل قيمة هنا قبل يعني تسبق على اعتبار ان هذه X تسبق X او تسبق عفوا A", "tokens": [2407, 8032, 2655, 1863, 41779, 5016, 11296, 13412, 2407, 10632, 6225, 8592, 7649, 6055, 30544, 6156, 16095, 4117, 1975, 5172, 11242, 1211, 5296, 11296, 47525, 1211, 9154, 8717, 47341, 3615, 8717, 4587, 25708, 8717, 36178, 2423, 28820, 10943, 16490, 1211, 9957, 995, 8717, 5172, 2655, 43042, 16472, 29538, 16712, 7649, 10632, 45030, 25708, 3660, 13412, 2407, 10632, 37037, 24192, 398, 18871, 29739, 28259, 10632, 3714, 44510, 10721, 25528, 28242, 12174, 32640, 3660, 34105, 12174, 36150, 37495, 22653, 6055, 35457, 4587, 15844, 1975, 34268, 3555, 9640, 16472, 29538, 1783, 6055, 35457, 4587, 1783, 1975, 2407, 6055, 35457, 4587, 6225, 5172, 14407, 316], "avg_logprob": -0.19990808122298298, "compression_ratio": 1.7857142857142858, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1252.7, "end": 1252.94, "word": "و", "probability": 0.7509765625}, {"start": 1252.94, "end": 1253.88, "word": " هتنوسحها", "probability": 0.7657470703125}, {"start": 1253.88, "end": 1254.38, "word": " شوية", "probability": 0.9117838541666666}, {"start": 1254.38, "end": 1254.96, "word": " عشان", "probability": 0.97314453125}, {"start": 1254.96, "end": 1255.36, "word": " تكون", "probability": 0.796630859375}, {"start": 1255.36, "end": 1256.38, "word": " فهمك", "probability": 0.97509765625}, {"start": 1256.38, "end": 1257.22, "word": " افضل", "probability": 0.7952880859375}, {"start": 1257.22, "end": 1257.6, "word": " لها", "probability": 0.8017578125}, {"start": 1257.6, "end": 1258.0, "word": " بدل", "probability": 0.845947265625}, {"start": 1258.0, "end": 1258.08, "word": " من", "probability": 0.693359375}, {"start": 1258.08, "end": 1258.36, "word": " نرجع", "probability": 0.7371419270833334}, {"start": 1258.36, "end": 1258.58, "word": " نقيد", "probability": 0.638427734375}, {"start": 1258.58, "end": 1258.8, "word": " نفس", "probability": 0.992919921875}, {"start": 1258.8, "end": 1259.24, "word": " الكلام", "probability": 0.9573567708333334}, {"start": 1259.24, "end": 1260.68, "word": " خلينا", "probability": 0.7991943359375}, {"start": 1260.68, "end": 1261.14, "word": " نفترض", "probability": 0.9454345703125}, {"start": 1261.14, "end": 1261.26, "word": " ان", "probability": 0.68798828125}, {"start": 1261.26, "end": 1261.5, "word": " هذه", "probability": 0.300537109375}, {"start": 1261.5, "end": 1262.22, "word": " التانية", "probability": 0.8497721354166666}, {"start": 1262.22, "end": 1263.02, "word": " بعيدة", "probability": 0.8645833333333334}, {"start": 1263.02, "end": 1263.36, "word": " شوية", "probability": 0.9583333333333334}, {"start": 1263.36, "end": 1263.78, "word": " وهذه", "probability": 0.6455078125}, {"start": 1263.78, "end": 1264.06, "word": " Y", "probability": 0.552734375}, {"start": 1264.06, "end": 1264.82, "word": " عن", "probability": 0.9423828125}, {"start": 1264.82, "end": 1265.54, "word": " البداية", "probability": 0.9627278645833334}, {"start": 1265.54, "end": 1267.12, "word": " مبدأيا", "probability": 0.8690185546875}, {"start": 1267.12, "end": 1267.74, "word": " كل", "probability": 0.6708984375}, {"start": 1267.74, "end": 1268.54, "word": " قيمة", "probability": 0.9801432291666666}, {"start": 1268.54, "end": 1268.86, "word": " هنا", "probability": 0.96923828125}, {"start": 1268.86, "end": 1270.24, "word": " قبل", "probability": 0.990478515625}, {"start": 1270.24, "end": 1271.98, "word": " يعني", "probability": 0.838134765625}, {"start": 1271.98, "end": 1272.56, "word": " تسبق", "probability": 0.9783528645833334}, {"start": 1272.56, "end": 1273.42, "word": " على", "probability": 0.70263671875}, {"start": 1273.42, "end": 1273.66, "word": " اعتبار", "probability": 0.86865234375}, {"start": 1273.66, "end": 1273.76, "word": " ان", "probability": 0.7822265625}, {"start": 1273.76, "end": 1273.92, "word": " هذه", "probability": 0.77734375}, {"start": 1273.92, "end": 1274.26, "word": " X", "probability": 0.87841796875}, {"start": 1274.26, "end": 1275.16, "word": " تسبق", "probability": 0.9873046875}, {"start": 1275.16, "end": 1275.74, "word": " X", "probability": 0.97021484375}, {"start": 1275.74, "end": 1277.68, "word": " او", "probability": 0.93798828125}, {"start": 1277.68, "end": 1278.06, "word": " تسبق", "probability": 0.9905598958333334}, {"start": 1278.06, "end": 1278.28, "word": " عفوا", "probability": 0.652099609375}, {"start": 1278.28, "end": 1278.58, "word": " A", "probability": 0.493408203125}], "temperature": 1.0}, {"id": 54, "seek": 130841, "start": 1283.83, "end": 1308.41, "text": "ناقص B على 2 وهذه النقطة A plus B على 2 صح؟ تمام فإذا كانت X قبل A minus B على 2 فهي Zero Zero تمام خلصنا النقطة الأولى وإذا كانت أكبر من", "tokens": [1863, 995, 4587, 9381, 363, 15844, 568, 37037, 24192, 28239, 47432, 3660, 316, 1804, 363, 15844, 568, 20328, 5016, 22807, 46811, 10943, 6156, 28814, 15730, 25961, 2655, 1783, 12174, 36150, 316, 3175, 363, 15844, 568, 6156, 3224, 1829, 17182, 17182, 46811, 10943, 16490, 1211, 9381, 8315, 28239, 47432, 3660, 16247, 12610, 7578, 4032, 28814, 15730, 25961, 2655, 5551, 4117, 26890, 9154], "avg_logprob": -0.17628527552850784, "compression_ratio": 1.4896551724137932, "no_speech_prob": 7.152557373046875e-06, "words": [{"start": 1283.83, "end": 1284.75, "word": "ناقص", "probability": 0.745758056640625}, {"start": 1284.75, "end": 1285.25, "word": " B", "probability": 0.218994140625}, {"start": 1285.25, "end": 1285.59, "word": " على", "probability": 0.50732421875}, {"start": 1285.59, "end": 1285.93, "word": " 2", "probability": 0.9248046875}, {"start": 1285.93, "end": 1286.39, "word": " وهذه", "probability": 0.656982421875}, {"start": 1286.39, "end": 1287.21, "word": " النقطة", "probability": 0.9737955729166666}, {"start": 1287.21, "end": 1288.53, "word": " A", "probability": 0.66845703125}, {"start": 1288.53, "end": 1289.33, "word": " plus", "probability": 0.347412109375}, {"start": 1289.33, "end": 1289.85, "word": " B", "probability": 0.9765625}, {"start": 1289.85, "end": 1290.19, "word": " على", "probability": 0.8515625}, {"start": 1290.19, "end": 1290.57, "word": " 2", "probability": 0.99072265625}, {"start": 1290.57, "end": 1291.91, "word": " صح؟", "probability": 0.6592610677083334}, {"start": 1291.91, "end": 1292.25, "word": " تمام", "probability": 0.88037109375}, {"start": 1292.25, "end": 1292.83, "word": " فإذا", "probability": 0.8527018229166666}, {"start": 1292.83, "end": 1293.77, "word": " كانت", "probability": 0.9736328125}, {"start": 1293.77, "end": 1294.15, "word": " X", "probability": 0.8505859375}, {"start": 1294.15, "end": 1295.93, "word": " قبل", "probability": 0.9873046875}, {"start": 1295.93, "end": 1297.27, "word": " A", "probability": 0.80517578125}, {"start": 1297.27, "end": 1298.31, "word": " minus", "probability": 0.8876953125}, {"start": 1298.31, "end": 1298.53, "word": " B", "probability": 0.98779296875}, {"start": 1298.53, "end": 1298.69, "word": " على", "probability": 0.8896484375}, {"start": 1298.69, "end": 1299.11, "word": " 2", "probability": 0.99365234375}, {"start": 1299.11, "end": 1299.83, "word": " فهي", "probability": 0.9876302083333334}, {"start": 1299.83, "end": 1300.19, "word": " Zero", "probability": 0.6064453125}, {"start": 1300.19, "end": 1303.15, "word": " Zero", "probability": 0.275146484375}, {"start": 1303.15, "end": 1304.51, "word": " تمام", "probability": 0.974365234375}, {"start": 1304.51, "end": 1305.27, "word": " خلصنا", "probability": 0.870361328125}, {"start": 1305.27, "end": 1305.57, "word": " النقطة", "probability": 0.9755859375}, {"start": 1305.57, "end": 1306.03, "word": " الأولى", "probability": 0.9874674479166666}, {"start": 1306.03, "end": 1306.71, "word": " وإذا", "probability": 0.9664713541666666}, {"start": 1306.71, "end": 1307.15, "word": " كانت", "probability": 0.981201171875}, {"start": 1307.15, "end": 1307.87, "word": " أكبر", "probability": 0.97705078125}, {"start": 1307.87, "end": 1308.41, "word": " من", "probability": 0.994140625}], "temperature": 1.0}, {"id": 55, "seek": 133321, "start": 1309.25, "end": 1333.21, "text": "هنا أو تساوي حتى أكبر من a plus b على 2 فهي في جزء هذا zero طيب إذا كانت جوا ال range هذا فهي بين a ناقص b على 2 وبين a plus b على 2 بينهم فهي داخل الجزء اللي احنا بنشتغل عليه", "tokens": [3224, 8315, 34051, 6055, 3794, 995, 45865, 11331, 49975, 5551, 4117, 26890, 9154, 257, 1804, 272, 15844, 568, 6156, 3224, 1829, 8978, 10874, 11622, 38207, 23758, 4018, 23032, 1829, 3555, 11933, 15730, 25961, 2655, 10874, 14407, 2423, 3613, 23758, 6156, 3224, 1829, 49374, 257, 8717, 995, 4587, 9381, 272, 15844, 568, 46599, 9957, 257, 1804, 272, 15844, 568, 49374, 16095, 6156, 3224, 1829, 11778, 47283, 1211, 25724, 11622, 38207, 13672, 1829, 1975, 5016, 8315, 44945, 8592, 2655, 17082, 1211, 47356], "avg_logprob": -0.12953318195578492, "compression_ratio": 1.5875706214689265, "no_speech_prob": 1.9073486328125e-06, "words": [{"start": 1309.25, "end": 1309.65, "word": "هنا", "probability": 0.79833984375}, {"start": 1309.65, "end": 1309.97, "word": " أو", "probability": 0.70703125}, {"start": 1309.97, "end": 1310.37, "word": " تساوي", "probability": 0.96142578125}, {"start": 1310.37, "end": 1310.73, "word": " حتى", "probability": 0.8974609375}, {"start": 1310.73, "end": 1311.39, "word": " أكبر", "probability": 0.9073893229166666}, {"start": 1311.39, "end": 1311.73, "word": " من", "probability": 0.98583984375}, {"start": 1311.73, "end": 1312.31, "word": " a", "probability": 0.4931640625}, {"start": 1312.31, "end": 1312.79, "word": " plus", "probability": 0.432861328125}, {"start": 1312.79, "end": 1313.21, "word": " b", "probability": 0.85693359375}, {"start": 1313.21, "end": 1313.41, "word": " على", "probability": 0.69775390625}, {"start": 1313.41, "end": 1313.91, "word": " 2", "probability": 0.76416015625}, {"start": 1313.91, "end": 1316.11, "word": " فهي", "probability": 0.9344075520833334}, {"start": 1316.11, "end": 1316.25, "word": " في", "probability": 0.88037109375}, {"start": 1316.25, "end": 1316.49, "word": " جزء", "probability": 0.9275716145833334}, {"start": 1316.49, "end": 1316.69, "word": " هذا", "probability": 0.449462890625}, {"start": 1316.69, "end": 1317.01, "word": " zero", "probability": 0.341796875}, {"start": 1317.01, "end": 1319.27, "word": " طيب", "probability": 0.970703125}, {"start": 1319.27, "end": 1319.55, "word": " إذا", "probability": 0.845703125}, {"start": 1319.55, "end": 1319.93, "word": " كانت", "probability": 0.9833984375}, {"start": 1319.93, "end": 1320.39, "word": " جوا", "probability": 0.880615234375}, {"start": 1320.39, "end": 1321.09, "word": " ال", "probability": 0.97802734375}, {"start": 1321.09, "end": 1321.37, "word": " range", "probability": 0.9541015625}, {"start": 1321.37, "end": 1321.65, "word": " هذا", "probability": 0.25244140625}, {"start": 1321.65, "end": 1322.05, "word": " فهي", "probability": 0.978515625}, {"start": 1322.05, "end": 1322.37, "word": " بين", "probability": 0.96826171875}, {"start": 1322.37, "end": 1322.91, "word": " a", "probability": 0.92578125}, {"start": 1322.91, "end": 1324.23, "word": " ناقص", "probability": 0.909912109375}, {"start": 1324.23, "end": 1324.41, "word": " b", "probability": 0.80712890625}, {"start": 1324.41, "end": 1324.57, "word": " على", "probability": 0.8515625}, {"start": 1324.57, "end": 1325.05, "word": " 2", "probability": 0.98193359375}, {"start": 1325.05, "end": 1325.89, "word": " وبين", "probability": 0.76708984375}, {"start": 1325.89, "end": 1326.81, "word": " a", "probability": 0.81982421875}, {"start": 1326.81, "end": 1328.21, "word": " plus", "probability": 0.9580078125}, {"start": 1328.21, "end": 1328.47, "word": " b", "probability": 0.9794921875}, {"start": 1328.47, "end": 1328.63, "word": " على", "probability": 0.939453125}, {"start": 1328.63, "end": 1329.13, "word": " 2", "probability": 0.98046875}, {"start": 1329.13, "end": 1330.51, "word": " بينهم", "probability": 0.95361328125}, {"start": 1330.51, "end": 1331.15, "word": " فهي", "probability": 0.9734700520833334}, {"start": 1331.15, "end": 1331.85, "word": " داخل", "probability": 0.9806315104166666}, {"start": 1331.85, "end": 1332.21, "word": " الجزء", "probability": 0.98974609375}, {"start": 1332.21, "end": 1332.35, "word": " اللي", "probability": 0.927978515625}, {"start": 1332.35, "end": 1332.49, "word": " احنا", "probability": 0.83154296875}, {"start": 1332.49, "end": 1332.95, "word": " بنشتغل", "probability": 0.96640625}, {"start": 1332.95, "end": 1333.21, "word": " عليه", "probability": 0.990234375}], "temperature": 1.0}, {"id": 56, "seek": 135909, "start": 1334.07, "end": 1359.09, "text": "اللي احنا موجودين الآن فيه ففي الحالة هذه لأ بده يكون لها قيمة output جدش القيمة القيمة هيها واحد ناقص اتنين من الفرق على B اتنين من الفرق على B ونفترض لو افترضنا ان هنا واحد و بدنا ناخد قيمة هنا C مثلا بدنا ناخد قيمة هنا القيمة اللي هنا", "tokens": [6027, 20292, 1975, 5016, 8315, 3714, 29245, 23328, 9957, 6024, 48506, 8978, 3224, 6156, 41185, 21542, 6027, 3660, 29538, 5296, 10721, 47525, 3224, 7251, 30544, 5296, 11296, 12174, 32640, 3660, 5598, 10874, 3215, 8592, 25062, 32640, 3660, 25062, 32640, 3660, 39896, 11296, 36764, 24401, 8717, 995, 4587, 9381, 1975, 2655, 1863, 9957, 9154, 27188, 2288, 4587, 15844, 363, 1975, 2655, 1863, 9957, 9154, 27188, 2288, 4587, 15844, 363, 4032, 1863, 5172, 2655, 43042, 45164, 1975, 5172, 2655, 43042, 8315, 16472, 34105, 36764, 24401, 4032, 47525, 8315, 8717, 47283, 3215, 12174, 32640, 3660, 34105, 383, 50113, 15040, 47525, 8315, 8717, 47283, 3215, 12174, 32640, 3660, 34105, 25062, 32640, 3660, 13672, 1829, 34105], "avg_logprob": -0.11600167603631105, "compression_ratio": 2.122448979591837, "no_speech_prob": 9.179115295410156e-06, "words": [{"start": 1334.07, "end": 1334.35, "word": "اللي", "probability": 0.896240234375}, {"start": 1334.35, "end": 1334.47, "word": " احنا", "probability": 0.8728841145833334}, {"start": 1334.47, "end": 1334.89, "word": " موجودين", "probability": 0.98828125}, {"start": 1334.89, "end": 1335.23, "word": " الآن", "probability": 0.624267578125}, {"start": 1335.23, "end": 1336.03, "word": " فيه", "probability": 0.94775390625}, {"start": 1336.03, "end": 1336.43, "word": " ففي", "probability": 0.837158203125}, {"start": 1336.43, "end": 1336.89, "word": " الحالة", "probability": 0.9788411458333334}, {"start": 1336.89, "end": 1337.31, "word": " هذه", "probability": 0.87353515625}, {"start": 1337.31, "end": 1338.09, "word": " لأ", "probability": 0.9091796875}, {"start": 1338.09, "end": 1338.45, "word": " بده", "probability": 0.696044921875}, {"start": 1338.45, "end": 1338.67, "word": " يكون", "probability": 0.986328125}, {"start": 1338.67, "end": 1338.89, "word": " لها", "probability": 0.763427734375}, {"start": 1338.89, "end": 1339.47, "word": " قيمة", "probability": 0.97509765625}, {"start": 1339.47, "end": 1340.13, "word": " output", "probability": 0.95751953125}, {"start": 1340.13, "end": 1340.79, "word": " جدش", "probability": 0.6893717447916666}, {"start": 1340.79, "end": 1341.51, "word": " القيمة", "probability": 0.9715169270833334}, {"start": 1341.51, "end": 1342.17, "word": " القيمة", "probability": 0.8997395833333334}, {"start": 1342.17, "end": 1342.75, "word": " هيها", "probability": 0.733642578125}, {"start": 1342.75, "end": 1343.21, "word": " واحد", "probability": 0.8427734375}, {"start": 1343.21, "end": 1343.93, "word": " ناقص", "probability": 0.9794921875}, {"start": 1343.93, "end": 1344.93, "word": " اتنين", "probability": 0.9564208984375}, {"start": 1344.93, "end": 1345.27, "word": " من", "probability": 0.99169921875}, {"start": 1345.27, "end": 1345.93, "word": " الفرق", "probability": 0.9765625}, {"start": 1345.93, "end": 1346.73, "word": " على", "probability": 0.8916015625}, {"start": 1346.73, "end": 1347.43, "word": " B", "probability": 0.3046875}, {"start": 1347.43, "end": 1348.11, "word": " اتنين", "probability": 0.86065673828125}, {"start": 1348.11, "end": 1348.23, "word": " من", "probability": 0.98779296875}, {"start": 1348.23, "end": 1348.55, "word": " الفرق", "probability": 0.9884440104166666}, {"start": 1348.55, "end": 1348.67, "word": " على", "probability": 0.853515625}, {"start": 1348.67, "end": 1348.85, "word": " B", "probability": 0.95166015625}, {"start": 1348.85, "end": 1350.05, "word": " ونفترض", "probability": 0.95830078125}, {"start": 1350.05, "end": 1351.17, "word": " لو", "probability": 0.79736328125}, {"start": 1351.17, "end": 1351.53, "word": " افترضنا", "probability": 0.975}, {"start": 1351.53, "end": 1351.63, "word": " ان", "probability": 0.68896484375}, {"start": 1351.63, "end": 1351.79, "word": " هنا", "probability": 0.6875}, {"start": 1351.79, "end": 1352.23, "word": " واحد", "probability": 0.983642578125}, {"start": 1352.23, "end": 1352.67, "word": " و", "probability": 0.91845703125}, {"start": 1352.67, "end": 1352.95, "word": " بدنا", "probability": 0.739501953125}, {"start": 1352.95, "end": 1353.59, "word": " ناخد", "probability": 0.9944661458333334}, {"start": 1353.59, "end": 1354.15, "word": " قيمة", "probability": 0.982421875}, {"start": 1354.15, "end": 1354.45, "word": " هنا", "probability": 0.9931640625}, {"start": 1354.45, "end": 1356.73, "word": " C", "probability": 0.66015625}, {"start": 1356.73, "end": 1357.01, "word": " مثلا", "probability": 0.9794921875}, {"start": 1357.01, "end": 1357.23, "word": " بدنا", "probability": 0.94921875}, {"start": 1357.23, "end": 1357.47, "word": " ناخد", "probability": 0.99755859375}, {"start": 1357.47, "end": 1357.73, "word": " قيمة", "probability": 0.9830729166666666}, {"start": 1357.73, "end": 1357.93, "word": " هنا", "probability": 0.99365234375}, {"start": 1357.93, "end": 1358.69, "word": " القيمة", "probability": 0.96142578125}, {"start": 1358.69, "end": 1358.83, "word": " اللي", "probability": 0.95751953125}, {"start": 1358.83, "end": 1359.09, "word": " هنا", "probability": 0.9873046875}], "temperature": 1.0}, {"id": 57, "seek": 138686, "start": 1360.7, "end": 1386.86, "text": "ممكن نعطينا .. نعطي قيمة تجريبية خلينا نقول .. نقول مثلا هذه خمسة و هذه تلاتة نفترض هاي صار فيه قداش فارق اتنين و هنا كمان اتنين هاي سبعة فرضيا يعني خلينا نفترض هيك .. نفترض قيم عشان بس نوضح الموضوع و افترضنا ان احنا هنا عند النص بمعنى عند القيمة أربعة يعني قيمة X تساوي أربعة", "tokens": [2304, 43020, 8717, 3615, 9566, 1829, 8315, 4386, 8717, 3615, 9566, 1829, 12174, 32640, 3660, 6055, 7435, 16572, 3555, 10632, 16490, 1211, 9957, 995, 8717, 39648, 4386, 8717, 39648, 50113, 15040, 29538, 16490, 2304, 3794, 3660, 4032, 29538, 6055, 1211, 9307, 3660, 8717, 5172, 2655, 43042, 8032, 47302, 20328, 9640, 8978, 3224, 12174, 3215, 33599, 6156, 9640, 4587, 1975, 2655, 1863, 9957, 4032, 34105, 9122, 2304, 7649, 1975, 2655, 1863, 9957, 8032, 47302, 8608, 3555, 27884, 6156, 43042, 25528, 37495, 22653, 16490, 1211, 9957, 995, 8717, 5172, 2655, 43042, 39896, 4117, 4386, 8717, 5172, 2655, 43042, 12174, 32640, 6225, 8592, 7649, 4724, 3794, 8717, 2407, 11242, 5016, 9673, 2407, 11242, 45367, 4032, 1975, 5172, 2655, 43042, 8315, 16472, 1975, 5016, 8315, 34105, 43242, 28239, 9381, 4724, 2304, 3615, 1863, 7578, 43242, 25062, 32640, 3660, 5551, 25513, 27884, 37495, 22653, 12174, 32640, 3660, 1783, 6055, 3794, 995, 45865, 5551, 25513, 27884], "avg_logprob": -0.13627896936523992, "compression_ratio": 2.1077586206896552, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1360.7, "end": 1361.5, "word": "ممكن", "probability": 0.95068359375}, {"start": 1361.5, "end": 1362.3, "word": " نعطينا", "probability": 0.8935546875}, {"start": 1362.3, "end": 1362.38, "word": " ..", "probability": 0.47705078125}, {"start": 1362.38, "end": 1362.78, "word": " نعطي", "probability": 0.9737548828125}, {"start": 1362.78, "end": 1363.08, "word": " قيمة", "probability": 0.9562174479166666}, {"start": 1363.08, "end": 1363.78, "word": " تجريبية", "probability": 0.90810546875}, {"start": 1363.78, "end": 1364.5, "word": " خلينا", "probability": 0.762451171875}, {"start": 1364.5, "end": 1364.8, "word": " نقول", "probability": 0.986083984375}, {"start": 1364.8, "end": 1364.88, "word": " ..", "probability": 0.70166015625}, {"start": 1364.88, "end": 1365.14, "word": " نقول", "probability": 0.978759765625}, {"start": 1365.14, "end": 1365.42, "word": " مثلا", "probability": 0.99169921875}, {"start": 1365.42, "end": 1365.64, "word": " هذه", "probability": 0.8798828125}, {"start": 1365.64, "end": 1366.8, "word": " خمسة", "probability": 0.9141845703125}, {"start": 1366.8, "end": 1367.34, "word": " و", "probability": 0.578125}, {"start": 1367.34, "end": 1367.74, "word": " هذه", "probability": 0.81884765625}, {"start": 1367.74, "end": 1368.38, "word": " تلاتة", "probability": 0.9393310546875}, {"start": 1368.38, "end": 1369.14, "word": " نفترض", "probability": 0.93212890625}, {"start": 1369.14, "end": 1369.62, "word": " هاي", "probability": 0.39208984375}, {"start": 1369.62, "end": 1369.82, "word": " صار", "probability": 0.93359375}, {"start": 1369.82, "end": 1369.98, "word": " فيه", "probability": 0.888916015625}, {"start": 1369.98, "end": 1370.2, "word": " قداش", "probability": 0.645751953125}, {"start": 1370.2, "end": 1370.48, "word": " فارق", "probability": 0.80029296875}, {"start": 1370.48, "end": 1370.96, "word": " اتنين", "probability": 0.953125}, {"start": 1370.96, "end": 1371.18, "word": " و", "probability": 0.779296875}, {"start": 1371.18, "end": 1371.32, "word": " هنا", "probability": 0.84326171875}, {"start": 1371.32, "end": 1371.58, "word": " كمان", "probability": 0.96484375}, {"start": 1371.58, "end": 1371.72, "word": " اتنين", "probability": 0.9716796875}, {"start": 1371.72, "end": 1371.88, "word": " هاي", "probability": 0.63427734375}, {"start": 1371.88, "end": 1372.24, "word": " سبعة", "probability": 0.96484375}, {"start": 1372.24, "end": 1373.68, "word": " فرضيا", "probability": 0.9611002604166666}, {"start": 1373.68, "end": 1373.98, "word": " يعني", "probability": 0.6951904296875}, {"start": 1373.98, "end": 1374.32, "word": " خلينا", "probability": 0.8177490234375}, {"start": 1374.32, "end": 1374.68, "word": " نفترض", "probability": 0.98876953125}, {"start": 1374.68, "end": 1375.0, "word": " هيك", "probability": 0.952392578125}, {"start": 1375.0, "end": 1375.1, "word": " ..", "probability": 0.2939453125}, {"start": 1375.1, "end": 1375.8, "word": " نفترض", "probability": 0.9940185546875}, {"start": 1375.8, "end": 1376.58, "word": " قيم", "probability": 0.9833984375}, {"start": 1376.58, "end": 1376.98, "word": " عشان", "probability": 0.9593098958333334}, {"start": 1376.98, "end": 1377.2, "word": " بس", "probability": 0.976806640625}, {"start": 1377.2, "end": 1377.64, "word": " نوضح", "probability": 0.9815673828125}, {"start": 1377.64, "end": 1378.16, "word": " الموضوع", "probability": 0.99853515625}, {"start": 1378.16, "end": 1378.78, "word": " و", "probability": 0.802734375}, {"start": 1378.78, "end": 1379.2, "word": " افترضنا", "probability": 0.92783203125}, {"start": 1379.2, "end": 1379.3, "word": " ان", "probability": 0.476318359375}, {"start": 1379.3, "end": 1379.46, "word": " احنا", "probability": 0.8956705729166666}, {"start": 1379.46, "end": 1379.64, "word": " هنا", "probability": 0.97119140625}, {"start": 1379.64, "end": 1379.84, "word": " عند", "probability": 0.99365234375}, {"start": 1379.84, "end": 1380.24, "word": " النص", "probability": 0.959228515625}, {"start": 1380.24, "end": 1380.68, "word": " بمعنى", "probability": 0.89404296875}, {"start": 1380.68, "end": 1380.96, "word": " عند", "probability": 0.962890625}, {"start": 1380.96, "end": 1381.36, "word": " القيمة", "probability": 0.9650065104166666}, {"start": 1381.36, "end": 1381.76, "word": " أربعة", "probability": 0.786865234375}, {"start": 1381.76, "end": 1382.82, "word": " يعني", "probability": 0.954345703125}, {"start": 1382.82, "end": 1383.36, "word": " قيمة", "probability": 0.9957682291666666}, {"start": 1383.36, "end": 1383.82, "word": " X", "probability": 0.53955078125}, {"start": 1383.82, "end": 1384.7, "word": " تساوي", "probability": 0.9033203125}, {"start": 1384.7, "end": 1386.86, "word": " أربعة", "probability": 0.9363606770833334}], "temperature": 1.0}, {"id": 58, "seek": 141787, "start": 1388.63, "end": 1417.87, "text": "بلش I قيمة X خلاص احنا محطرينها تساوي 4 فبنعرف قيمة ال Y عندها قيمة ال Y عندها بالضبط جداش فحقول 4 ناقص ال A بجداش ب 5 فصار جداش 1 شك 1 absolute طبعا انا مابقولش ناقص 1 1 لان absolute خلاص مضروف 2 بسوى 2 على B بيجداش هنا من 3 ل7", "tokens": [36150, 8592, 286, 12174, 32640, 3660, 1783, 16490, 1211, 33546, 1975, 5016, 8315, 3714, 5016, 9566, 2288, 9957, 11296, 6055, 3794, 995, 45865, 1017, 6156, 3555, 1863, 3615, 28480, 12174, 32640, 3660, 2423, 398, 43242, 11296, 12174, 32640, 3660, 2423, 398, 43242, 11296, 20666, 11242, 3555, 9566, 10874, 3215, 33599, 6156, 5016, 39648, 1017, 8717, 995, 4587, 9381, 2423, 316, 4724, 7435, 3215, 33599, 4724, 1025, 6156, 9381, 9640, 10874, 3215, 33599, 502, 13412, 4117, 502, 8236, 23032, 3555, 3615, 995, 1975, 8315, 3714, 16758, 39648, 8592, 8717, 995, 4587, 9381, 502, 502, 5296, 7649, 8236, 16490, 1211, 33546, 3714, 11242, 32887, 5172, 568, 4724, 3794, 2407, 7578, 568, 15844, 363, 4724, 1829, 7435, 3215, 33599, 34105, 9154, 805, 5296, 22], "avg_logprob": -0.22745901309564465, "compression_ratio": 1.7370892018779343, "no_speech_prob": 1.5497207641601562e-06, "words": [{"start": 1388.63, "end": 1389.15, "word": "بلش", "probability": 0.6300048828125}, {"start": 1389.15, "end": 1389.43, "word": " I", "probability": 0.765625}, {"start": 1389.43, "end": 1390.03, "word": " قيمة", "probability": 0.87353515625}, {"start": 1390.03, "end": 1390.21, "word": " X", "probability": 0.90380859375}, {"start": 1390.21, "end": 1390.47, "word": " خلاص", "probability": 0.82568359375}, {"start": 1390.47, "end": 1390.63, "word": " احنا", "probability": 0.88818359375}, {"start": 1390.63, "end": 1391.11, "word": " محطرينها", "probability": 0.8169759114583334}, {"start": 1391.11, "end": 1391.99, "word": " تساوي", "probability": 0.72705078125}, {"start": 1391.99, "end": 1392.27, "word": " 4", "probability": 0.6103515625}, {"start": 1392.27, "end": 1392.99, "word": " فبنعرف", "probability": 0.8857421875}, {"start": 1392.99, "end": 1393.89, "word": " قيمة", "probability": 0.81884765625}, {"start": 1393.89, "end": 1394.05, "word": " ال", "probability": 0.64404296875}, {"start": 1394.05, "end": 1394.33, "word": " Y", "probability": 0.92626953125}, {"start": 1394.33, "end": 1394.87, "word": " عندها", "probability": 0.987548828125}, {"start": 1394.87, "end": 1395.65, "word": " قيمة", "probability": 0.857421875}, {"start": 1395.65, "end": 1395.77, "word": " ال", "probability": 0.9677734375}, {"start": 1395.77, "end": 1395.99, "word": " Y", "probability": 0.9736328125}, {"start": 1395.99, "end": 1396.67, "word": " عندها", "probability": 0.992431640625}, {"start": 1396.67, "end": 1397.25, "word": " بالضبط", "probability": 0.9443359375}, {"start": 1397.25, "end": 1397.89, "word": " جداش", "probability": 0.7734375}, {"start": 1397.89, "end": 1398.51, "word": " فحقول", "probability": 0.7342936197916666}, {"start": 1398.51, "end": 1399.09, "word": " 4", "probability": 0.69775390625}, {"start": 1399.09, "end": 1400.29, "word": " ناقص", "probability": 0.80621337890625}, {"start": 1400.29, "end": 1400.83, "word": " ال", "probability": 0.86474609375}, {"start": 1400.83, "end": 1400.95, "word": " A", "probability": 0.8486328125}, {"start": 1400.95, "end": 1401.35, "word": " بجداش", "probability": 0.8448486328125}, {"start": 1401.35, "end": 1401.47, "word": " ب", "probability": 0.80029296875}, {"start": 1401.47, "end": 1401.79, "word": " 5", "probability": 0.48388671875}, {"start": 1401.79, "end": 1403.47, "word": " فصار", "probability": 0.8125}, {"start": 1403.47, "end": 1403.97, "word": " جداش", "probability": 0.9718424479166666}, {"start": 1403.97, "end": 1405.47, "word": " 1", "probability": 0.8505859375}, {"start": 1405.47, "end": 1406.35, "word": " شك", "probability": 0.4898681640625}, {"start": 1406.35, "end": 1407.07, "word": " 1", "probability": 0.46240234375}, {"start": 1407.07, "end": 1409.43, "word": " absolute", "probability": 0.395263671875}, {"start": 1409.43, "end": 1409.91, "word": " طبعا", "probability": 0.9920654296875}, {"start": 1409.91, "end": 1410.35, "word": " انا", "probability": 0.715576171875}, {"start": 1410.35, "end": 1411.09, "word": " مابقولش", "probability": 0.817138671875}, {"start": 1411.09, "end": 1411.33, "word": " ناقص", "probability": 0.905029296875}, {"start": 1411.33, "end": 1411.61, "word": " 1", "probability": 0.8740234375}, {"start": 1411.61, "end": 1411.87, "word": " 1", "probability": 0.300537109375}, {"start": 1411.87, "end": 1412.05, "word": " لان", "probability": 0.7098388671875}, {"start": 1412.05, "end": 1412.37, "word": " absolute", "probability": 0.599609375}, {"start": 1412.37, "end": 1412.67, "word": " خلاص", "probability": 0.9825846354166666}, {"start": 1412.67, "end": 1413.21, "word": " مضروف", "probability": 0.9771728515625}, {"start": 1413.21, "end": 1413.53, "word": " 2", "probability": 0.73828125}, {"start": 1413.53, "end": 1413.91, "word": " بسوى", "probability": 0.68768310546875}, {"start": 1413.91, "end": 1414.27, "word": " 2", "probability": 0.9912109375}, {"start": 1414.27, "end": 1414.81, "word": " على", "probability": 0.8486328125}, {"start": 1414.81, "end": 1415.11, "word": " B", "probability": 0.681640625}, {"start": 1415.11, "end": 1416.05, "word": " بيجداش", "probability": 0.76162109375}, {"start": 1416.05, "end": 1416.35, "word": " هنا", "probability": 0.94384765625}, {"start": 1416.35, "end": 1417.07, "word": " من", "probability": 0.990234375}, {"start": 1417.07, "end": 1417.41, "word": " 3", "probability": 0.93310546875}, {"start": 1417.41, "end": 1417.87, "word": " ل7", "probability": 0.80029296875}], "temperature": 1.0}, {"id": 59, "seek": 144420, "start": 1418.78, "end": 1444.2, "text": "يعني أربعة فيساوي نص فالمتوقع أن هنا هدا هيجينا عند النص عند نص تمام طبعا إذا ماكنش هذا linear الخط هذا linear أكيد هتختلف القيم أكيد القيم بدها تختلف بدها تتغير القيم يعني خلينا كمان مرة بالمرة مثل آخر يوضحها لو أخدنا لأ مش أربعة تلاتة و نص", "tokens": [40228, 22653, 5551, 25513, 27884, 8978, 3794, 995, 45865, 8717, 9381, 6156, 45340, 2655, 30543, 3615, 14739, 34105, 8032, 28259, 39896, 7435, 1829, 8315, 43242, 28239, 9381, 43242, 8717, 9381, 46811, 10943, 23032, 3555, 3615, 995, 11933, 15730, 19446, 19452, 8592, 23758, 8213, 33962, 9566, 23758, 8213, 5551, 4117, 25708, 8032, 2655, 46456, 46538, 25062, 32640, 5551, 4117, 25708, 25062, 32640, 47525, 11296, 6055, 46456, 46538, 47525, 11296, 6055, 2655, 17082, 13546, 25062, 32640, 37495, 22653, 16490, 1211, 9957, 995, 9122, 2304, 7649, 3714, 25720, 20666, 2304, 25720, 50113, 1211, 19753, 34740, 7251, 2407, 11242, 5016, 11296, 45164, 5551, 9778, 3215, 8315, 5296, 10721, 37893, 5551, 25513, 27884, 6055, 1211, 9307, 3660, 4032, 8717, 9381], "avg_logprob": -0.13644935563206673, "compression_ratio": 1.9227272727272726, "no_speech_prob": 1.5497207641601562e-06, "words": [{"start": 1418.78, "end": 1419.08, "word": "يعني", "probability": 0.914306640625}, {"start": 1419.08, "end": 1419.58, "word": " أربعة", "probability": 0.7366536458333334}, {"start": 1419.58, "end": 1420.7, "word": " فيساوي", "probability": 0.8328857421875}, {"start": 1420.7, "end": 1421.08, "word": " نص", "probability": 0.988525390625}, {"start": 1421.08, "end": 1422.22, "word": " فالمتوقع", "probability": 0.915625}, {"start": 1422.22, "end": 1422.36, "word": " أن", "probability": 0.66162109375}, {"start": 1422.36, "end": 1422.6, "word": " هنا", "probability": 0.58740234375}, {"start": 1422.6, "end": 1422.82, "word": " هدا", "probability": 0.434326171875}, {"start": 1422.82, "end": 1423.28, "word": " هيجينا", "probability": 0.93017578125}, {"start": 1423.28, "end": 1423.5, "word": " عند", "probability": 0.97900390625}, {"start": 1423.5, "end": 1423.98, "word": " النص", "probability": 0.86181640625}, {"start": 1423.98, "end": 1425.82, "word": " عند", "probability": 0.81396484375}, {"start": 1425.82, "end": 1426.38, "word": " نص", "probability": 0.98193359375}, {"start": 1426.38, "end": 1427.44, "word": " تمام", "probability": 0.86181640625}, {"start": 1427.44, "end": 1429.96, "word": " طبعا", "probability": 0.964111328125}, {"start": 1429.96, "end": 1430.14, "word": " إذا", "probability": 0.9443359375}, {"start": 1430.14, "end": 1430.5, "word": " ماكنش", "probability": 0.7775065104166666}, {"start": 1430.5, "end": 1430.64, "word": " هذا", "probability": 0.564453125}, {"start": 1430.64, "end": 1431.08, "word": " linear", "probability": 0.71240234375}, {"start": 1431.08, "end": 1431.9, "word": " الخط", "probability": 0.953369140625}, {"start": 1431.9, "end": 1432.14, "word": " هذا", "probability": 0.7939453125}, {"start": 1432.14, "end": 1432.58, "word": " linear", "probability": 0.9521484375}, {"start": 1432.58, "end": 1432.88, "word": " أكيد", "probability": 0.9638671875}, {"start": 1432.88, "end": 1433.38, "word": " هتختلف", "probability": 0.95263671875}, {"start": 1433.38, "end": 1433.76, "word": " القيم", "probability": 0.865966796875}, {"start": 1433.76, "end": 1434.46, "word": " أكيد", "probability": 0.92724609375}, {"start": 1434.46, "end": 1434.82, "word": " القيم", "probability": 0.96240234375}, {"start": 1434.82, "end": 1435.02, "word": " بدها", "probability": 0.632080078125}, {"start": 1435.02, "end": 1435.48, "word": " تختلف", "probability": 0.99462890625}, {"start": 1435.48, "end": 1435.78, "word": " بدها", "probability": 0.601318359375}, {"start": 1435.78, "end": 1436.2, "word": " تتغير", "probability": 0.9903564453125}, {"start": 1436.2, "end": 1436.58, "word": " القيم", "probability": 0.973388671875}, {"start": 1436.58, "end": 1437.42, "word": " يعني", "probability": 0.956787109375}, {"start": 1437.42, "end": 1438.32, "word": " خلينا", "probability": 0.7664794921875}, {"start": 1438.32, "end": 1438.56, "word": " كمان", "probability": 0.9401041666666666}, {"start": 1438.56, "end": 1438.76, "word": " مرة", "probability": 0.98583984375}, {"start": 1438.76, "end": 1439.12, "word": " بالمرة", "probability": 0.96630859375}, {"start": 1439.12, "end": 1439.56, "word": " مثل", "probability": 0.82763671875}, {"start": 1439.56, "end": 1440.58, "word": " آخر", "probability": 0.908203125}, {"start": 1440.58, "end": 1441.74, "word": " يوضحها", "probability": 0.94765625}, {"start": 1441.74, "end": 1441.9, "word": " لو", "probability": 0.9013671875}, {"start": 1441.9, "end": 1442.3, "word": " أخدنا", "probability": 0.980224609375}, {"start": 1442.3, "end": 1442.54, "word": " لأ", "probability": 0.973388671875}, {"start": 1442.54, "end": 1442.76, "word": " مش", "probability": 0.9833984375}, {"start": 1442.76, "end": 1443.26, "word": " أربعة", "probability": 0.9368489583333334}, {"start": 1443.26, "end": 1443.74, "word": " تلاتة", "probability": 0.94091796875}, {"start": 1443.74, "end": 1443.88, "word": " و", "probability": 0.99609375}, {"start": 1443.88, "end": 1444.2, "word": " نص", "probability": 0.76904296875}], "temperature": 1.0}, {"id": 60, "seek": 147128, "start": 1446.2, "end": 1471.28, "text": "تلاتة و نص فالمتوقع ايش المتوقع الحقيقي انه يطلع ربع هتشوف تلاتة و نص ناقص خمسة هي واحد و نص في اتنين تلاتة على اربعة و كل هذا مطروح من واحد", "tokens": [2655, 1211, 9307, 3660, 4032, 8717, 9381, 6156, 45340, 2655, 30543, 3615, 1975, 1829, 8592, 9673, 2655, 30543, 3615, 21542, 38436, 38436, 16472, 3224, 7251, 9566, 1211, 3615, 12602, 3555, 3615, 8032, 2655, 8592, 38688, 6055, 1211, 9307, 3660, 4032, 8717, 9381, 8717, 995, 4587, 9381, 16490, 2304, 3794, 3660, 39896, 36764, 24401, 4032, 8717, 9381, 8978, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 15844, 1975, 25513, 27884, 4032, 28242, 23758, 3714, 9566, 32887, 5016, 9154, 36764, 24401], "avg_logprob": -0.1283203147351742, "compression_ratio": 1.7985611510791366, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 1446.2, "end": 1446.62, "word": "تلاتة", "probability": 0.76019287109375}, {"start": 1446.62, "end": 1446.74, "word": " و", "probability": 0.9912109375}, {"start": 1446.74, "end": 1446.96, "word": " نص", "probability": 0.92236328125}, {"start": 1446.96, "end": 1447.86, "word": " فالمتوقع", "probability": 0.9421875}, {"start": 1447.86, "end": 1448.24, "word": " ايش", "probability": 0.784912109375}, {"start": 1448.24, "end": 1449.3, "word": " المتوقع", "probability": 0.9281005859375}, {"start": 1449.3, "end": 1449.62, "word": " الحقيقي", "probability": 0.89404296875}, {"start": 1449.62, "end": 1449.78, "word": " انه", "probability": 0.877197265625}, {"start": 1449.78, "end": 1450.02, "word": " يطلع", "probability": 0.98291015625}, {"start": 1450.02, "end": 1450.34, "word": " ربع", "probability": 0.94970703125}, {"start": 1450.34, "end": 1452.02, "word": " هتشوف", "probability": 0.8577880859375}, {"start": 1452.02, "end": 1452.72, "word": " تلاتة", "probability": 0.934326171875}, {"start": 1452.72, "end": 1452.84, "word": " و", "probability": 0.994140625}, {"start": 1452.84, "end": 1453.18, "word": " نص", "probability": 0.988037109375}, {"start": 1453.18, "end": 1456.04, "word": " ناقص", "probability": 0.9310302734375}, {"start": 1456.04, "end": 1459.98, "word": " خمسة", "probability": 0.9439697265625}, {"start": 1459.98, "end": 1460.38, "word": " هي", "probability": 0.51318359375}, {"start": 1460.38, "end": 1460.66, "word": " واحد", "probability": 0.98046875}, {"start": 1460.66, "end": 1460.76, "word": " و", "probability": 0.98583984375}, {"start": 1460.76, "end": 1461.1, "word": " نص", "probability": 0.957763671875}, {"start": 1461.1, "end": 1462.56, "word": " في", "probability": 0.333251953125}, {"start": 1462.56, "end": 1463.06, "word": " اتنين", "probability": 0.9356689453125}, {"start": 1463.06, "end": 1464.92, "word": " تلاتة", "probability": 0.9312744140625}, {"start": 1464.92, "end": 1468.46, "word": " على", "probability": 0.69677734375}, {"start": 1468.46, "end": 1469.54, "word": " اربعة", "probability": 0.8357747395833334}, {"start": 1469.54, "end": 1469.96, "word": " و", "probability": 0.92724609375}, {"start": 1469.96, "end": 1470.16, "word": " كل", "probability": 0.787109375}, {"start": 1470.16, "end": 1470.38, "word": " هذا", "probability": 0.763671875}, {"start": 1470.38, "end": 1470.74, "word": " مطروح", "probability": 0.90478515625}, {"start": 1470.74, "end": 1470.9, "word": " من", "probability": 0.98583984375}, {"start": 1470.9, "end": 1471.28, "word": " واحد", "probability": 0.989013671875}], "temperature": 1.0}, {"id": 61, "seek": 149500, "start": 1472.36, "end": 1495.0, "text": "في واحد قبلها كله مطروح من واحد فيساوي ربع كويس فالمعادلة بسيطة سهلة و geometric equation هي هندسية واضحة بناء على الشكل الهندسي اللي قدامنا ل ال shapes اللي بتكون موجودة عندنا فهذه بنكون هك خلصنا هذا الجزء", "tokens": [41185, 36764, 24401, 12174, 36150, 11296, 28242, 3224, 3714, 9566, 32887, 5016, 9154, 36764, 24401, 8978, 3794, 995, 45865, 12602, 3555, 3615, 9122, 45865, 3794, 6156, 45340, 3615, 18513, 37977, 4724, 3794, 1829, 9566, 3660, 8608, 3224, 37977, 4032, 33246, 5367, 39896, 8032, 41260, 3794, 10632, 4032, 46958, 5016, 3660, 44945, 16606, 15844, 25124, 28820, 2423, 3224, 41260, 3794, 1829, 13672, 1829, 12174, 3215, 10943, 8315, 5296, 2423, 10854, 13672, 1829, 39894, 30544, 3714, 29245, 23328, 3660, 43242, 8315, 6156, 3224, 24192, 44945, 30544, 8032, 4117, 16490, 1211, 9381, 8315, 23758, 2423, 7435, 11622, 38207], "avg_logprob": -0.14485676384841403, "compression_ratio": 1.6525821596244132, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 1472.36, "end": 1472.58, "word": "في", "probability": 0.56787109375}, {"start": 1472.58, "end": 1472.86, "word": " واحد", "probability": 0.9814453125}, {"start": 1472.86, "end": 1473.32, "word": " قبلها", "probability": 0.8746744791666666}, {"start": 1473.32, "end": 1474.2, "word": " كله", "probability": 0.847900390625}, {"start": 1474.2, "end": 1474.62, "word": " مطروح", "probability": 0.9534912109375}, {"start": 1474.62, "end": 1475.08, "word": " من", "probability": 0.9794921875}, {"start": 1475.08, "end": 1475.44, "word": " واحد", "probability": 0.991943359375}, {"start": 1475.44, "end": 1476.14, "word": " فيساوي", "probability": 0.83447265625}, {"start": 1476.14, "end": 1477.0, "word": " ربع", "probability": 0.95751953125}, {"start": 1477.0, "end": 1480.14, "word": " كويس", "probability": 0.79345703125}, {"start": 1480.14, "end": 1481.16, "word": " فالمعادلة", "probability": 0.94111328125}, {"start": 1481.16, "end": 1481.68, "word": " بسيطة", "probability": 0.9466796875}, {"start": 1481.68, "end": 1482.24, "word": " سهلة", "probability": 0.9396158854166666}, {"start": 1482.24, "end": 1482.94, "word": " و", "probability": 0.80322265625}, {"start": 1482.94, "end": 1484.68, "word": " geometric", "probability": 0.53076171875}, {"start": 1484.68, "end": 1485.7, "word": " equation", "probability": 0.92626953125}, {"start": 1485.7, "end": 1486.02, "word": " هي", "probability": 0.77783203125}, {"start": 1486.02, "end": 1486.54, "word": " هندسية", "probability": 0.9854736328125}, {"start": 1486.54, "end": 1487.06, "word": " واضحة", "probability": 0.970947265625}, {"start": 1487.06, "end": 1487.8, "word": " بناء", "probability": 0.933837890625}, {"start": 1487.8, "end": 1487.98, "word": " على", "probability": 0.76708984375}, {"start": 1487.98, "end": 1488.3, "word": " الشكل", "probability": 0.96142578125}, {"start": 1488.3, "end": 1488.76, "word": " الهندسي", "probability": 0.97490234375}, {"start": 1488.76, "end": 1488.84, "word": " اللي", "probability": 0.873046875}, {"start": 1488.84, "end": 1489.36, "word": " قدامنا", "probability": 0.855712890625}, {"start": 1489.36, "end": 1489.92, "word": " ل", "probability": 0.65234375}, {"start": 1489.92, "end": 1490.46, "word": " ال", "probability": 0.349853515625}, {"start": 1490.46, "end": 1490.8, "word": " shapes", "probability": 0.9462890625}, {"start": 1490.8, "end": 1491.28, "word": " اللي", "probability": 0.977294921875}, {"start": 1491.28, "end": 1491.56, "word": " بتكون", "probability": 0.893798828125}, {"start": 1491.56, "end": 1491.94, "word": " موجودة", "probability": 0.955078125}, {"start": 1491.94, "end": 1492.3, "word": " عندنا", "probability": 0.86083984375}, {"start": 1492.3, "end": 1492.84, "word": " فهذه", "probability": 0.802734375}, {"start": 1492.84, "end": 1493.56, "word": " بنكون", "probability": 0.764892578125}, {"start": 1493.56, "end": 1493.7, "word": " هك", "probability": 0.6177978515625}, {"start": 1493.7, "end": 1494.16, "word": " خلصنا", "probability": 0.93408203125}, {"start": 1494.16, "end": 1494.4, "word": " هذا", "probability": 0.7490234375}, {"start": 1494.4, "end": 1495.0, "word": " الجزء", "probability": 0.821044921875}], "temperature": 1.0}, {"id": 62, "seek": 151062, "start": 1496.52, "end": 1510.62, "text": "طبعا هيها واضحة في هذا الكلام اللي موجود عندنا for example لحظوا أن a بتحدد لل center لو اتغيرت بيه معنا ذلك أن ال shape تبعنا بديج أو بوسع", "tokens": [9566, 3555, 3615, 995, 39896, 11296, 4032, 46958, 5016, 3660, 8978, 23758, 2423, 28820, 10943, 13672, 1829, 3714, 29245, 23328, 43242, 8315, 337, 1365, 5296, 5016, 19913, 14407, 14739, 257, 39894, 24401, 3215, 24976, 3056, 45164, 1975, 2655, 17082, 13546, 2655, 4724, 1829, 3224, 20449, 8315, 29910, 23275, 14739, 2423, 3909, 6055, 3555, 3615, 8315, 4724, 16254, 7435, 34051, 4724, 41779, 3615], "avg_logprob": -0.258184534216684, "compression_ratio": 1.4074074074074074, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1496.52, "end": 1496.88, "word": "طبعا", "probability": 0.8631591796875}, {"start": 1496.88, "end": 1497.2, "word": " هيها", "probability": 0.3968505859375}, {"start": 1497.2, "end": 1497.72, "word": " واضحة", "probability": 0.9658203125}, {"start": 1497.72, "end": 1498.14, "word": " في", "probability": 0.8759765625}, {"start": 1498.14, "end": 1498.4, "word": " هذا", "probability": 0.83935546875}, {"start": 1498.4, "end": 1500.4, "word": " الكلام", "probability": 0.8605143229166666}, {"start": 1500.4, "end": 1500.62, "word": " اللي", "probability": 0.890869140625}, {"start": 1500.62, "end": 1500.98, "word": " موجود", "probability": 0.9833984375}, {"start": 1500.98, "end": 1501.4, "word": " عندنا", "probability": 0.808349609375}, {"start": 1501.4, "end": 1501.64, "word": " for", "probability": 0.7451171875}, {"start": 1501.64, "end": 1503.5, "word": " example", "probability": 0.9599609375}, {"start": 1503.5, "end": 1504.28, "word": " لحظوا", "probability": 0.62628173828125}, {"start": 1504.28, "end": 1504.4, "word": " أن", "probability": 0.50390625}, {"start": 1504.4, "end": 1504.7, "word": " a", "probability": 0.349853515625}, {"start": 1504.7, "end": 1506.12, "word": " بتحدد", "probability": 0.7088216145833334}, {"start": 1506.12, "end": 1506.26, "word": " لل", "probability": 0.564453125}, {"start": 1506.26, "end": 1506.76, "word": " center", "probability": 0.50537109375}, {"start": 1506.76, "end": 1507.4, "word": " لو", "probability": 0.8154296875}, {"start": 1507.4, "end": 1507.94, "word": " اتغيرت", "probability": 0.86708984375}, {"start": 1507.94, "end": 1508.12, "word": " بيه", "probability": 0.90966796875}, {"start": 1508.12, "end": 1508.34, "word": " معنا", "probability": 0.88720703125}, {"start": 1508.34, "end": 1508.6, "word": " ذلك", "probability": 0.81201171875}, {"start": 1508.6, "end": 1508.72, "word": " أن", "probability": 0.6044921875}, {"start": 1508.72, "end": 1508.82, "word": " ال", "probability": 0.52392578125}, {"start": 1508.82, "end": 1509.0, "word": " shape", "probability": 0.94482421875}, {"start": 1509.0, "end": 1509.44, "word": " تبعنا", "probability": 0.78369140625}, {"start": 1509.44, "end": 1509.96, "word": " بديج", "probability": 0.8727213541666666}, {"start": 1509.96, "end": 1510.12, "word": " أو", "probability": 0.822265625}, {"start": 1510.12, "end": 1510.62, "word": " بوسع", "probability": 0.9677734375}], "temperature": 1.0}, {"id": 63, "seek": 153832, "start": 1511.32, "end": 1538.32, "text": "مش هيك فلو أخدنا الرمادية الرسم الرمادية هي عند الأربعة و ال range تبعها او ال width تبعها أربعة كويس لو غيرنا خلنا ال center نفسه ال A هي هي أربعة ولكن زودناها لستة هتزيد هنا كمان واحد و هنا كمان واحد فهتصير من واحد لسبعة قيمة الستة هذه لو غيرنا مين قيمة ال B لو غيرنا قيمة ال A الحقيقة بيصير له shift", "tokens": [2304, 8592, 39896, 4117, 6156, 1211, 2407, 5551, 9778, 3215, 8315, 34892, 15042, 3215, 10632, 34892, 38251, 34892, 15042, 3215, 10632, 39896, 43242, 16247, 25513, 27884, 4032, 2423, 3613, 6055, 3555, 3615, 11296, 1975, 2407, 2423, 11402, 6055, 3555, 3615, 11296, 5551, 25513, 27884, 9122, 45865, 3794, 45164, 32771, 13546, 8315, 16490, 1211, 8315, 2423, 3056, 8717, 36178, 3224, 2423, 316, 39896, 39896, 5551, 25513, 27884, 35525, 19452, 30767, 23328, 8315, 11296, 5296, 14851, 3660, 8032, 2655, 11622, 25708, 34105, 9122, 2304, 7649, 36764, 24401, 4032, 34105, 9122, 2304, 7649, 36764, 24401, 6156, 3224, 2655, 9381, 13546, 9154, 36764, 24401, 5296, 35457, 27884, 12174, 32640, 3660, 21136, 2655, 3660, 29538, 45164, 32771, 13546, 8315, 3714, 9957, 12174, 32640, 3660, 2423, 363, 45164, 32771, 13546, 8315, 12174, 32640, 3660, 2423, 316, 21542, 38436, 28671, 4724, 1829, 9381, 13546, 46740, 5513], "avg_logprob": -0.14408481419086455, "compression_ratio": 2.1363636363636362, "no_speech_prob": 1.0728836059570312e-06, "words": [{"start": 1511.32, "end": 1511.52, "word": "مش", "probability": 0.930908203125}, {"start": 1511.52, "end": 1511.92, "word": " هيك", "probability": 0.987060546875}, {"start": 1511.92, "end": 1512.76, "word": " فلو", "probability": 0.730712890625}, {"start": 1512.76, "end": 1513.2, "word": " أخدنا", "probability": 0.9549560546875}, {"start": 1513.2, "end": 1514.56, "word": " الرمادية", "probability": 0.671875}, {"start": 1514.56, "end": 1514.88, "word": " الرسم", "probability": 0.64208984375}, {"start": 1514.88, "end": 1515.32, "word": " الرمادية", "probability": 0.8924560546875}, {"start": 1515.32, "end": 1515.52, "word": " هي", "probability": 0.93994140625}, {"start": 1515.52, "end": 1515.68, "word": " عند", "probability": 0.98291015625}, {"start": 1515.68, "end": 1516.3, "word": " الأربعة", "probability": 0.8981119791666666}, {"start": 1516.3, "end": 1517.16, "word": " و", "probability": 0.70947265625}, {"start": 1517.16, "end": 1517.4, "word": " ال", "probability": 0.763671875}, {"start": 1517.4, "end": 1517.66, "word": " range", "probability": 0.8505859375}, {"start": 1517.66, "end": 1518.18, "word": " تبعها", "probability": 0.90771484375}, {"start": 1518.18, "end": 1518.46, "word": " او", "probability": 0.669677734375}, {"start": 1518.46, "end": 1518.82, "word": " ال", "probability": 0.9677734375}, {"start": 1518.82, "end": 1519.08, "word": " width", "probability": 0.9345703125}, {"start": 1519.08, "end": 1519.46, "word": " تبعها", "probability": 0.9449462890625}, {"start": 1519.46, "end": 1519.9, "word": " أربعة", "probability": 0.89453125}, {"start": 1519.9, "end": 1520.9, "word": " كويس", "probability": 0.8216145833333334}, {"start": 1520.9, "end": 1521.28, "word": " لو", "probability": 0.85986328125}, {"start": 1521.28, "end": 1521.9, "word": " غيرنا", "probability": 0.9736328125}, {"start": 1521.9, "end": 1522.46, "word": " خلنا", "probability": 0.71533203125}, {"start": 1522.46, "end": 1522.76, "word": " ال", "probability": 0.966796875}, {"start": 1522.76, "end": 1523.16, "word": " center", "probability": 0.79931640625}, {"start": 1523.16, "end": 1523.82, "word": " نفسه", "probability": 0.98486328125}, {"start": 1523.82, "end": 1523.94, "word": " ال", "probability": 0.74853515625}, {"start": 1523.94, "end": 1524.02, "word": " A", "probability": 0.44384765625}, {"start": 1524.02, "end": 1524.28, "word": " هي", "probability": 0.95556640625}, {"start": 1524.28, "end": 1524.46, "word": " هي", "probability": 0.45947265625}, {"start": 1524.46, "end": 1524.94, "word": " أربعة", "probability": 0.94921875}, {"start": 1524.94, "end": 1525.7, "word": " ولكن", "probability": 0.90771484375}, {"start": 1525.7, "end": 1526.52, "word": " زودناها", "probability": 0.964599609375}, {"start": 1526.52, "end": 1527.12, "word": " لستة", "probability": 0.7991536458333334}, {"start": 1527.12, "end": 1527.68, "word": " هتزيد", "probability": 0.8817138671875}, {"start": 1527.68, "end": 1527.86, "word": " هنا", "probability": 0.9814453125}, {"start": 1527.86, "end": 1528.1, "word": " كمان", "probability": 0.96923828125}, {"start": 1528.1, "end": 1528.36, "word": " واحد", "probability": 0.986083984375}, {"start": 1528.36, "end": 1528.46, "word": " و", "probability": 0.51416015625}, {"start": 1528.46, "end": 1528.56, "word": " هنا", "probability": 0.947265625}, {"start": 1528.56, "end": 1528.8, "word": " كمان", "probability": 0.98974609375}, {"start": 1528.8, "end": 1529.78, "word": " واحد", "probability": 0.989990234375}, {"start": 1529.78, "end": 1530.58, "word": " فهتصير", "probability": 0.936328125}, {"start": 1530.58, "end": 1530.74, "word": " من", "probability": 0.99169921875}, {"start": 1530.74, "end": 1531.24, "word": " واحد", "probability": 0.96728515625}, {"start": 1531.24, "end": 1531.92, "word": " لسبعة", "probability": 0.9371744791666666}, {"start": 1531.92, "end": 1532.44, "word": " قيمة", "probability": 0.98583984375}, {"start": 1532.44, "end": 1532.96, "word": " الستة", "probability": 0.7547200520833334}, {"start": 1532.96, "end": 1533.54, "word": " هذه", "probability": 0.271484375}, {"start": 1533.54, "end": 1533.86, "word": " لو", "probability": 0.97998046875}, {"start": 1533.86, "end": 1534.34, "word": " غيرنا", "probability": 0.9827473958333334}, {"start": 1534.34, "end": 1534.62, "word": " مين", "probability": 0.76904296875}, {"start": 1534.62, "end": 1535.18, "word": " قيمة", "probability": 0.9959309895833334}, {"start": 1535.18, "end": 1535.42, "word": " ال", "probability": 0.97265625}, {"start": 1535.42, "end": 1535.6, "word": " B", "probability": 0.76123046875}, {"start": 1535.6, "end": 1536.0, "word": " لو", "probability": 0.9130859375}, {"start": 1536.0, "end": 1536.44, "word": " غيرنا", "probability": 0.9856770833333334}, {"start": 1536.44, "end": 1536.76, "word": " قيمة", "probability": 0.9964192708333334}, {"start": 1536.76, "end": 1536.92, "word": " ال", "probability": 0.96337890625}, {"start": 1536.92, "end": 1537.1, "word": " A", "probability": 0.96337890625}, {"start": 1537.1, "end": 1537.66, "word": " الحقيقة", "probability": 0.9747721354166666}, {"start": 1537.66, "end": 1537.92, "word": " بيصير", "probability": 0.8544921875}, {"start": 1537.92, "end": 1538.04, "word": " له", "probability": 0.7705078125}, {"start": 1538.04, "end": 1538.32, "word": " shift", "probability": 0.923828125}], "temperature": 1.0}, {"id": 64, "seek": 155917, "start": 1539.35, "end": 1559.17, "text": "فبصير ال center تبعه بدل أربعة مثلا المثال أربعة لأ الدكن الرمادي بيصير عنده أربعة و نص فبصير a أربعة و نص ال b ماتغيرتش الستة هذه ليش أنا بتتكلم عن الكلام هذا لأن ال a و ال b هدول هم اللي بقدر أغير فيهم فبنوع على ذلك بغير شكل ال shape تبعا", "tokens": [5172, 3555, 9381, 13546, 2423, 3056, 6055, 3555, 3615, 3224, 47525, 1211, 5551, 25513, 27884, 50113, 15040, 9673, 12984, 6027, 5551, 25513, 27884, 5296, 10721, 32748, 19452, 34892, 15042, 16254, 4724, 1829, 9381, 13546, 43242, 3224, 5551, 25513, 27884, 4032, 8717, 9381, 6156, 3555, 9381, 13546, 257, 5551, 25513, 27884, 4032, 8717, 9381, 2423, 272, 3714, 9307, 17082, 13546, 2655, 8592, 21136, 2655, 3660, 29538, 32239, 8592, 41850, 39894, 2655, 4117, 19528, 18871, 2423, 28820, 10943, 23758, 5296, 33456, 2423, 257, 4032, 2423, 272, 8032, 3215, 12610, 8032, 2304, 13672, 1829, 4724, 28543, 2288, 5551, 17082, 13546, 8978, 16095, 6156, 3555, 1863, 45367, 15844, 29910, 23275, 4724, 17082, 13546, 13412, 28820, 2423, 3909, 6055, 3555, 3615, 995], "avg_logprob": -0.18392478548369165, "compression_ratio": 1.912037037037037, "no_speech_prob": 7.748603820800781e-07, "words": [{"start": 1539.35, "end": 1539.81, "word": "فبصير", "probability": 0.83056640625}, {"start": 1539.81, "end": 1539.93, "word": " ال", "probability": 0.96142578125}, {"start": 1539.93, "end": 1540.23, "word": " center", "probability": 0.52783203125}, {"start": 1540.23, "end": 1540.73, "word": " تبعه", "probability": 0.9088134765625}, {"start": 1540.73, "end": 1541.29, "word": " بدل", "probability": 0.93505859375}, {"start": 1541.29, "end": 1541.73, "word": " أربعة", "probability": 0.7755533854166666}, {"start": 1541.73, "end": 1542.17, "word": " مثلا", "probability": 0.934326171875}, {"start": 1542.17, "end": 1543.53, "word": " المثال", "probability": 0.7731119791666666}, {"start": 1543.53, "end": 1544.57, "word": " أربعة", "probability": 0.9376627604166666}, {"start": 1544.57, "end": 1545.33, "word": " لأ", "probability": 0.8857421875}, {"start": 1545.33, "end": 1546.69, "word": " الدكن", "probability": 0.630126953125}, {"start": 1546.69, "end": 1547.27, "word": " الرمادي", "probability": 0.9344075520833334}, {"start": 1547.27, "end": 1547.85, "word": " بيصير", "probability": 0.8387451171875}, {"start": 1547.85, "end": 1548.07, "word": " عنده", "probability": 0.7252197265625}, {"start": 1548.07, "end": 1548.37, "word": " أربعة", "probability": 0.92333984375}, {"start": 1548.37, "end": 1548.49, "word": " و", "probability": 0.9912109375}, {"start": 1548.49, "end": 1548.65, "word": " نص", "probability": 0.898193359375}, {"start": 1548.65, "end": 1549.13, "word": " فبصير", "probability": 0.9039306640625}, {"start": 1549.13, "end": 1549.43, "word": " a", "probability": 0.36083984375}, {"start": 1549.43, "end": 1549.83, "word": " أربعة", "probability": 0.9580078125}, {"start": 1549.83, "end": 1549.99, "word": " و", "probability": 0.9951171875}, {"start": 1549.99, "end": 1550.27, "word": " نص", "probability": 0.973388671875}, {"start": 1550.27, "end": 1550.61, "word": " ال", "probability": 0.611328125}, {"start": 1550.61, "end": 1550.71, "word": " b", "probability": 0.68603515625}, {"start": 1550.71, "end": 1551.27, "word": " ماتغيرتش", "probability": 0.9020182291666666}, {"start": 1551.27, "end": 1551.83, "word": " الستة", "probability": 0.8942057291666666}, {"start": 1551.83, "end": 1552.75, "word": " هذه", "probability": 0.389404296875}, {"start": 1552.75, "end": 1553.13, "word": " ليش", "probability": 0.919189453125}, {"start": 1553.13, "end": 1553.23, "word": " أنا", "probability": 0.8623046875}, {"start": 1553.23, "end": 1553.57, "word": " بتتكلم", "probability": 0.8251953125}, {"start": 1553.57, "end": 1553.67, "word": " عن", "probability": 0.59130859375}, {"start": 1553.67, "end": 1553.93, "word": " الكلام", "probability": 0.9036458333333334}, {"start": 1553.93, "end": 1554.05, "word": " هذا", "probability": 0.470458984375}, {"start": 1554.05, "end": 1554.29, "word": " لأن", "probability": 0.78955078125}, {"start": 1554.29, "end": 1554.45, "word": " ال", "probability": 0.9453125}, {"start": 1554.45, "end": 1554.59, "word": " a", "probability": 0.892578125}, {"start": 1554.59, "end": 1554.69, "word": " و", "probability": 0.82177734375}, {"start": 1554.69, "end": 1554.79, "word": " ال", "probability": 0.91552734375}, {"start": 1554.79, "end": 1554.91, "word": " b", "probability": 0.9765625}, {"start": 1554.91, "end": 1555.19, "word": " هدول", "probability": 0.9251302083333334}, {"start": 1555.19, "end": 1555.41, "word": " هم", "probability": 0.90771484375}, {"start": 1555.41, "end": 1555.53, "word": " اللي", "probability": 0.99169921875}, {"start": 1555.53, "end": 1555.85, "word": " بقدر", "probability": 0.9716796875}, {"start": 1555.85, "end": 1556.25, "word": " أغير", "probability": 0.8961588541666666}, {"start": 1556.25, "end": 1556.75, "word": " فيهم", "probability": 0.9931640625}, {"start": 1556.75, "end": 1557.41, "word": " فبنوع", "probability": 0.6907958984375}, {"start": 1557.41, "end": 1557.59, "word": " على", "probability": 0.351318359375}, {"start": 1557.59, "end": 1557.81, "word": " ذلك", "probability": 0.99365234375}, {"start": 1557.81, "end": 1558.23, "word": " بغير", "probability": 0.9737955729166666}, {"start": 1558.23, "end": 1558.51, "word": " شكل", "probability": 0.9833984375}, {"start": 1558.51, "end": 1558.63, "word": " ال", "probability": 0.70556640625}, {"start": 1558.63, "end": 1558.81, "word": " shape", "probability": 0.94140625}, {"start": 1558.81, "end": 1559.17, "word": " تبعا", "probability": 0.8319091796875}], "temperature": 1.0}, {"id": 65, "seek": 157946, "start": 1560.18, "end": 1579.46, "text": "فبنغير شكل ال shapes تبعتنا لكل relation بناء على القيمتين هدول بنقعد نغير فيهم عشان نعمل ال design تبعتنا و ممكن جدا نقعد نغير فيهم يعني بالشكل إذا ماعنديش اي knowledge واضحة عن ال membership داخل ال set هذه ممكن نعدر و نغير فيهم براحتنا تمام", "tokens": [5172, 3555, 1863, 17082, 13546, 13412, 28820, 2423, 10854, 6055, 3555, 34268, 8315, 5296, 28820, 9721, 44945, 16606, 15844, 25062, 32640, 2655, 9957, 8032, 3215, 12610, 44945, 4587, 22488, 8717, 17082, 13546, 8978, 16095, 6225, 8592, 7649, 8717, 25957, 1211, 2423, 1715, 6055, 3555, 34268, 8315, 4032, 3714, 43020, 10874, 28259, 8717, 4587, 22488, 8717, 17082, 13546, 8978, 16095, 37495, 22653, 20666, 8592, 28820, 11933, 15730, 19446, 3615, 1863, 16254, 8592, 1975, 1829, 3601, 4032, 46958, 5016, 3660, 18871, 2423, 16560, 11778, 47283, 1211, 2423, 992, 29538, 3714, 43020, 8717, 22488, 2288, 4032, 8717, 17082, 13546, 8978, 16095, 4724, 23557, 33753, 8315, 46811, 10943], "avg_logprob": -0.151785717691694, "compression_ratio": 1.75, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1560.18, "end": 1560.74, "word": "فبنغير", "probability": 0.86220703125}, {"start": 1560.74, "end": 1560.98, "word": " شكل", "probability": 0.97265625}, {"start": 1560.98, "end": 1561.1, "word": " ال", "probability": 0.8798828125}, {"start": 1561.1, "end": 1561.32, "word": " shapes", "probability": 0.81005859375}, {"start": 1561.32, "end": 1561.86, "word": " تبعتنا", "probability": 0.9423828125}, {"start": 1561.86, "end": 1562.5, "word": " لكل", "probability": 0.947509765625}, {"start": 1562.5, "end": 1563.06, "word": " relation", "probability": 0.98388671875}, {"start": 1563.06, "end": 1563.4, "word": " بناء", "probability": 0.6507568359375}, {"start": 1563.4, "end": 1563.5, "word": " على", "probability": 0.5078125}, {"start": 1563.5, "end": 1563.92, "word": " القيمتين", "probability": 0.9349365234375}, {"start": 1563.92, "end": 1564.18, "word": " هدول", "probability": 0.7847493489583334}, {"start": 1564.18, "end": 1564.76, "word": " بنقعد", "probability": 0.7135823567708334}, {"start": 1564.76, "end": 1565.14, "word": " نغير", "probability": 0.9558919270833334}, {"start": 1565.14, "end": 1565.54, "word": " فيهم", "probability": 0.987548828125}, {"start": 1565.54, "end": 1566.6, "word": " عشان", "probability": 0.9768880208333334}, {"start": 1566.6, "end": 1566.94, "word": " نعمل", "probability": 0.9954427083333334}, {"start": 1566.94, "end": 1567.06, "word": " ال", "probability": 0.94482421875}, {"start": 1567.06, "end": 1567.38, "word": " design", "probability": 0.97509765625}, {"start": 1567.38, "end": 1568.14, "word": " تبعتنا", "probability": 0.8902587890625}, {"start": 1568.14, "end": 1568.8, "word": " و", "probability": 0.4443359375}, {"start": 1568.8, "end": 1569.06, "word": " ممكن", "probability": 0.806884765625}, {"start": 1569.06, "end": 1569.32, "word": " جدا", "probability": 0.987548828125}, {"start": 1569.32, "end": 1569.58, "word": " نقعد", "probability": 0.9007161458333334}, {"start": 1569.58, "end": 1569.94, "word": " نغير", "probability": 0.9884440104166666}, {"start": 1569.94, "end": 1570.22, "word": " فيهم", "probability": 0.98681640625}, {"start": 1570.22, "end": 1570.4, "word": " يعني", "probability": 0.802490234375}, {"start": 1570.4, "end": 1571.04, "word": " بالشكل", "probability": 0.79638671875}, {"start": 1571.04, "end": 1571.84, "word": " إذا", "probability": 0.81494140625}, {"start": 1571.84, "end": 1572.26, "word": " ماعنديش", "probability": 0.94384765625}, {"start": 1572.26, "end": 1572.44, "word": " اي", "probability": 0.6375732421875}, {"start": 1572.44, "end": 1572.68, "word": " knowledge", "probability": 0.8740234375}, {"start": 1572.68, "end": 1573.22, "word": " واضحة", "probability": 0.8724365234375}, {"start": 1573.22, "end": 1573.4, "word": " عن", "probability": 0.9931640625}, {"start": 1573.4, "end": 1573.84, "word": " ال", "probability": 0.95458984375}, {"start": 1573.84, "end": 1574.26, "word": " membership", "probability": 0.77099609375}, {"start": 1574.26, "end": 1574.74, "word": " داخل", "probability": 0.9659830729166666}, {"start": 1574.74, "end": 1574.92, "word": " ال", "probability": 0.947265625}, {"start": 1574.92, "end": 1575.22, "word": " set", "probability": 0.95166015625}, {"start": 1575.22, "end": 1575.62, "word": " هذه", "probability": 0.463623046875}, {"start": 1575.62, "end": 1576.68, "word": " ممكن", "probability": 0.930908203125}, {"start": 1576.68, "end": 1577.48, "word": " نعدر", "probability": 0.8577473958333334}, {"start": 1577.48, "end": 1577.56, "word": " و", "probability": 0.99609375}, {"start": 1577.56, "end": 1577.98, "word": " نغير", "probability": 0.9500325520833334}, {"start": 1577.98, "end": 1578.46, "word": " فيهم", "probability": 0.986328125}, {"start": 1578.46, "end": 1578.94, "word": " براحتنا", "probability": 0.9146728515625}, {"start": 1578.94, "end": 1579.46, "word": " تمام", "probability": 0.929931640625}], "temperature": 1.0}, {"id": 66, "seek": 160967, "start": 1580.29, "end": 1609.67, "text": "الآن ال layer التالتة في ال layer التالتة هذه صارت هنا جزئية ال rule جزئية ال rule اللي بدنا نشتغل على ال product تبعها ال rule بدنا نشتغل على ال product تبعها هي ال layer تالتة في هاي ال rule عند R1 جاني من A1 و جاني من B1 هذه Mu A1 وهذه Mu B1 خلاص بدربتما في بعض", "tokens": [6027, 148, 48506, 2423, 4583, 16712, 6027, 2655, 3660, 8978, 2423, 4583, 16712, 6027, 2655, 3660, 29538, 20328, 9640, 2655, 34105, 10874, 11622, 19986, 10632, 2423, 4978, 10874, 11622, 19986, 10632, 2423, 4978, 13672, 1829, 47525, 8315, 8717, 8592, 2655, 17082, 1211, 15844, 2423, 1674, 6055, 3555, 3615, 11296, 2423, 4978, 47525, 8315, 8717, 8592, 2655, 17082, 1211, 15844, 2423, 1674, 6055, 3555, 3615, 11296, 39896, 2423, 4583, 6055, 6027, 2655, 3660, 8978, 8032, 47302, 2423, 4978, 43242, 497, 16, 10874, 7649, 1829, 9154, 316, 16, 4032, 10874, 7649, 1829, 9154, 363, 16, 29538, 15601, 316, 16, 37037, 24192, 15601, 363, 16, 16490, 1211, 33546, 47525, 25513, 2655, 15042, 8978, 45030, 11242], "avg_logprob": -0.2173672545272692, "compression_ratio": 2.1076923076923078, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 1580.29, "end": 1580.69, "word": "الآن", "probability": 0.6317952473958334}, {"start": 1580.69, "end": 1580.87, "word": " ال", "probability": 0.74462890625}, {"start": 1580.87, "end": 1581.15, "word": " layer", "probability": 0.7080078125}, {"start": 1581.15, "end": 1581.99, "word": " التالتة", "probability": 0.9366455078125}, {"start": 1581.99, "end": 1582.41, "word": " في", "probability": 0.66552734375}, {"start": 1582.41, "end": 1582.51, "word": " ال", "probability": 0.923828125}, {"start": 1582.51, "end": 1582.69, "word": " layer", "probability": 0.97021484375}, {"start": 1582.69, "end": 1583.41, "word": " التالتة", "probability": 0.9769287109375}, {"start": 1583.41, "end": 1583.89, "word": " هذه", "probability": 0.58837890625}, {"start": 1583.89, "end": 1584.23, "word": " صارت", "probability": 0.9303385416666666}, {"start": 1584.23, "end": 1584.55, "word": " هنا", "probability": 0.9423828125}, {"start": 1584.55, "end": 1585.85, "word": " جزئية", "probability": 0.953369140625}, {"start": 1585.85, "end": 1586.41, "word": " ال", "probability": 0.96533203125}, {"start": 1586.41, "end": 1587.21, "word": " rule", "probability": 0.50244140625}, {"start": 1587.21, "end": 1587.95, "word": " جزئية", "probability": 0.8541259765625}, {"start": 1587.95, "end": 1588.17, "word": " ال", "probability": 0.98828125}, {"start": 1588.17, "end": 1588.41, "word": " rule", "probability": 0.95458984375}, {"start": 1588.41, "end": 1588.61, "word": " اللي", "probability": 0.78759765625}, {"start": 1588.61, "end": 1588.87, "word": " بدنا", "probability": 0.949951171875}, {"start": 1588.87, "end": 1589.45, "word": " نشتغل", "probability": 0.99658203125}, {"start": 1589.45, "end": 1589.87, "word": " على", "probability": 0.7373046875}, {"start": 1589.87, "end": 1590.53, "word": " ال", "probability": 0.93017578125}, {"start": 1590.53, "end": 1591.03, "word": " product", "probability": 0.9833984375}, {"start": 1591.03, "end": 1591.81, "word": " تبعها", "probability": 0.9169921875}, {"start": 1591.81, "end": 1592.27, "word": " ال", "probability": 0.9677734375}, {"start": 1592.27, "end": 1592.43, "word": " rule", "probability": 0.96337890625}, {"start": 1592.43, "end": 1592.71, "word": " بدنا", "probability": 0.8349609375}, {"start": 1592.71, "end": 1592.95, "word": " نشتغل", "probability": 0.99794921875}, {"start": 1592.95, "end": 1593.03, "word": " على", "probability": 0.82080078125}, {"start": 1593.03, "end": 1593.13, "word": " ال", "probability": 0.90771484375}, {"start": 1593.13, "end": 1593.37, "word": " product", "probability": 0.9873046875}, {"start": 1593.37, "end": 1593.89, "word": " تبعها", "probability": 0.8197021484375}, {"start": 1593.89, "end": 1594.77, "word": " هي", "probability": 0.53759765625}, {"start": 1594.77, "end": 1595.79, "word": " ال", "probability": 0.1829833984375}, {"start": 1595.79, "end": 1596.13, "word": " layer", "probability": 0.9755859375}, {"start": 1596.13, "end": 1596.89, "word": " تالتة", "probability": 0.8779296875}, {"start": 1596.89, "end": 1597.25, "word": " في", "probability": 0.84423828125}, {"start": 1597.25, "end": 1597.41, "word": " هاي", "probability": 0.6309814453125}, {"start": 1597.41, "end": 1597.49, "word": " ال", "probability": 0.978515625}, {"start": 1597.49, "end": 1598.49, "word": " rule", "probability": 0.9599609375}, {"start": 1598.49, "end": 1599.07, "word": " عند", "probability": 0.70703125}, {"start": 1599.07, "end": 1600.45, "word": " R1", "probability": 0.712646484375}, {"start": 1600.45, "end": 1600.89, "word": " جاني", "probability": 0.6051432291666666}, {"start": 1600.89, "end": 1601.07, "word": " من", "probability": 0.96826171875}, {"start": 1601.07, "end": 1601.81, "word": " A1", "probability": 0.935791015625}, {"start": 1601.81, "end": 1602.81, "word": " و", "probability": 0.42138671875}, {"start": 1602.81, "end": 1603.13, "word": " جاني", "probability": 0.9630533854166666}, {"start": 1603.13, "end": 1603.27, "word": " من", "probability": 0.978515625}, {"start": 1603.27, "end": 1603.93, "word": " B1", "probability": 0.973388671875}, {"start": 1603.93, "end": 1604.75, "word": " هذه", "probability": 0.5302734375}, {"start": 1604.75, "end": 1605.47, "word": " Mu", "probability": 0.2261962890625}, {"start": 1605.47, "end": 1606.07, "word": " A1", "probability": 0.781494140625}, {"start": 1606.07, "end": 1607.21, "word": " وهذه", "probability": 0.800048828125}, {"start": 1607.21, "end": 1607.57, "word": " Mu", "probability": 0.92724609375}, {"start": 1607.57, "end": 1608.11, "word": " B1", "probability": 0.978515625}, {"start": 1608.11, "end": 1608.65, "word": " خلاص", "probability": 0.9650065104166666}, {"start": 1608.65, "end": 1609.19, "word": " بدربتما", "probability": 0.437713623046875}, {"start": 1609.19, "end": 1609.37, "word": " في", "probability": 0.9013671875}, {"start": 1609.37, "end": 1609.67, "word": " بعض", "probability": 0.97998046875}], "temperature": 1.0}, {"id": 67, "seek": 162668, "start": 1610.4, "end": 1626.68, "text": "ميو اي وان في ميو اي بي وان بنكون طلعنا النتج تبعها كميو ار وان فهنا العملية اللي بنعملها هي ال product operator بمعنى انه Y", "tokens": [2304, 1829, 2407, 1975, 1829, 36764, 1863, 8978, 3714, 1829, 2407, 1975, 1829, 4724, 1829, 36764, 1863, 44945, 30544, 23032, 1211, 3615, 8315, 2423, 29399, 7435, 6055, 3555, 3615, 11296, 9122, 2304, 1829, 2407, 1975, 2288, 36764, 1863, 6156, 3224, 8315, 18863, 42213, 10632, 13672, 1829, 44945, 25957, 1211, 11296, 39896, 2423, 1674, 12973, 4724, 2304, 3615, 1863, 7578, 16472, 3224, 398], "avg_logprob": -0.248759925365448, "compression_ratio": 1.5801526717557253, "no_speech_prob": 6.020069122314453e-06, "words": [{"start": 1610.4, "end": 1610.78, "word": "ميو", "probability": 0.498046875}, {"start": 1610.78, "end": 1610.96, "word": " اي", "probability": 0.71240234375}, {"start": 1610.96, "end": 1611.26, "word": " وان", "probability": 0.737548828125}, {"start": 1611.26, "end": 1611.64, "word": " في", "probability": 0.70361328125}, {"start": 1611.64, "end": 1612.02, "word": " ميو", "probability": 0.9690755208333334}, {"start": 1612.02, "end": 1612.82, "word": " اي", "probability": 0.831298828125}, {"start": 1612.82, "end": 1613.54, "word": " بي", "probability": 0.948486328125}, {"start": 1613.54, "end": 1614.12, "word": " وان", "probability": 0.853271484375}, {"start": 1614.12, "end": 1615.08, "word": " بنكون", "probability": 0.61627197265625}, {"start": 1615.08, "end": 1615.9, "word": " طلعنا", "probability": 0.9654541015625}, {"start": 1615.9, "end": 1617.24, "word": " النتج", "probability": 0.6783040364583334}, {"start": 1617.24, "end": 1617.74, "word": " تبعها", "probability": 0.79608154296875}, {"start": 1617.74, "end": 1618.52, "word": " كميو", "probability": 0.86962890625}, {"start": 1618.52, "end": 1618.94, "word": " ار", "probability": 0.83447265625}, {"start": 1618.94, "end": 1620.28, "word": " وان", "probability": 0.7890625}, {"start": 1620.28, "end": 1621.14, "word": " فهنا", "probability": 0.91650390625}, {"start": 1621.14, "end": 1622.02, "word": " العملية", "probability": 0.9591471354166666}, {"start": 1622.02, "end": 1622.1, "word": " اللي", "probability": 0.855712890625}, {"start": 1622.1, "end": 1622.42, "word": " بنعملها", "probability": 0.8968505859375}, {"start": 1622.42, "end": 1622.52, "word": " هي", "probability": 0.46435546875}, {"start": 1622.52, "end": 1622.62, "word": " ال", "probability": 0.462890625}, {"start": 1622.62, "end": 1622.9, "word": " product", "probability": 0.95751953125}, {"start": 1622.9, "end": 1624.26, "word": " operator", "probability": 0.958984375}, {"start": 1624.26, "end": 1625.16, "word": " بمعنى", "probability": 0.94462890625}, {"start": 1625.16, "end": 1626.1, "word": " انه", "probability": 0.658203125}, {"start": 1626.1, "end": 1626.68, "word": " Y", "probability": 0.349853515625}], "temperature": 1.0}, {"id": 68, "seek": 165642, "start": 1628.98, "end": 1656.42, "text": "Y R 1 هتساوي M U ل A 1 زي ما قلنا مضروبة في M U ب A 1 هدى هتساوي ل M U ل ال rule رقم واحد ال rule رقم واحد فال layer رقم تلاتة عملية ضرب هي عملية ضرب ل ال two inputs تعونها مش أكتر من هيك طيب ال layer أربعة هي ال output ل ال membership هي ال output ل ال membership هتنلقي نظرة على أربعة", "tokens": [56, 497, 502, 8032, 2655, 3794, 995, 45865, 376, 624, 5296, 316, 502, 30767, 1829, 19446, 12174, 1211, 8315, 3714, 11242, 32887, 49401, 8978, 376, 624, 4724, 316, 502, 8032, 3215, 7578, 8032, 2655, 3794, 995, 45865, 5296, 376, 624, 5296, 2423, 4978, 12602, 4587, 2304, 36764, 24401, 2423, 4978, 12602, 4587, 2304, 36764, 24401, 6156, 6027, 4583, 12602, 4587, 2304, 6055, 1211, 9307, 3660, 6225, 42213, 10632, 48812, 25513, 39896, 6225, 42213, 10632, 48812, 25513, 5296, 2423, 732, 15743, 37279, 11536, 11296, 37893, 5551, 4117, 2655, 2288, 9154, 39896, 4117, 23032, 1829, 3555, 2423, 4583, 5551, 25513, 27884, 39896, 2423, 5598, 5296, 2423, 16560, 39896, 2423, 5598, 5296, 2423, 16560, 8032, 2655, 1863, 1211, 38436, 8717, 19913, 25720, 15844, 5551, 25513, 27884], "avg_logprob": -0.2058971732133819, "compression_ratio": 1.8297872340425532, "no_speech_prob": 1.9669532775878906e-06, "words": [{"start": 1628.98, "end": 1629.36, "word": "Y", "probability": 0.404541015625}, {"start": 1629.36, "end": 1629.82, "word": " R", "probability": 0.1331787109375}, {"start": 1629.82, "end": 1630.3, "word": " 1", "probability": 0.685546875}, {"start": 1630.3, "end": 1630.98, "word": " هتساوي", "probability": 0.744842529296875}, {"start": 1630.98, "end": 1631.24, "word": " M", "probability": 0.4677734375}, {"start": 1631.24, "end": 1631.54, "word": " U", "probability": 0.81494140625}, {"start": 1631.54, "end": 1631.88, "word": " ل", "probability": 0.896484375}, {"start": 1631.88, "end": 1632.08, "word": " A", "probability": 0.78662109375}, {"start": 1632.08, "end": 1632.38, "word": " 1", "probability": 0.72607421875}, {"start": 1632.38, "end": 1632.76, "word": " زي", "probability": 0.842041015625}, {"start": 1632.76, "end": 1632.86, "word": " ما", "probability": 0.94091796875}, {"start": 1632.86, "end": 1633.2, "word": " قلنا", "probability": 0.8522135416666666}, {"start": 1633.2, "end": 1634.26, "word": " مضروبة", "probability": 0.9146728515625}, {"start": 1634.26, "end": 1634.44, "word": " في", "probability": 0.90087890625}, {"start": 1634.44, "end": 1634.64, "word": " M", "probability": 0.57177734375}, {"start": 1634.64, "end": 1634.86, "word": " U", "probability": 0.96923828125}, {"start": 1634.86, "end": 1635.06, "word": " ب", "probability": 0.61962890625}, {"start": 1635.06, "end": 1635.18, "word": " A", "probability": 0.7646484375}, {"start": 1635.18, "end": 1635.38, "word": " 1", "probability": 0.7666015625}, {"start": 1635.38, "end": 1635.98, "word": " هدى", "probability": 0.4607340494791667}, {"start": 1635.98, "end": 1636.52, "word": " هتساوي", "probability": 0.94033203125}, {"start": 1636.52, "end": 1636.96, "word": " ل", "probability": 0.26953125}, {"start": 1636.96, "end": 1637.14, "word": " M", "probability": 0.86474609375}, {"start": 1637.14, "end": 1637.5, "word": " U", "probability": 0.99267578125}, {"start": 1637.5, "end": 1638.16, "word": " ل", "probability": 0.84228515625}, {"start": 1638.16, "end": 1638.94, "word": " ال", "probability": 0.4970703125}, {"start": 1638.94, "end": 1639.26, "word": " rule", "probability": 0.79931640625}, {"start": 1639.26, "end": 1639.94, "word": " رقم", "probability": 0.96826171875}, {"start": 1639.94, "end": 1640.32, "word": " واحد", "probability": 0.8056640625}, {"start": 1640.32, "end": 1640.56, "word": " ال", "probability": 0.78662109375}, {"start": 1640.56, "end": 1640.7, "word": " rule", "probability": 0.85498046875}, {"start": 1640.7, "end": 1641.06, "word": " رقم", "probability": 0.97705078125}, {"start": 1641.06, "end": 1641.22, "word": " واحد", "probability": 0.990966796875}, {"start": 1641.22, "end": 1641.44, "word": " فال", "probability": 0.92822265625}, {"start": 1641.44, "end": 1641.58, "word": " layer", "probability": 0.427490234375}, {"start": 1641.58, "end": 1642.02, "word": " رقم", "probability": 0.8855794270833334}, {"start": 1642.02, "end": 1642.74, "word": " تلاتة", "probability": 0.864013671875}, {"start": 1642.74, "end": 1643.08, "word": " عملية", "probability": 0.9684244791666666}, {"start": 1643.08, "end": 1643.44, "word": " ضرب", "probability": 0.989013671875}, {"start": 1643.44, "end": 1643.86, "word": " هي", "probability": 0.73388671875}, {"start": 1643.86, "end": 1644.34, "word": " عملية", "probability": 0.96923828125}, {"start": 1644.34, "end": 1644.84, "word": " ضرب", "probability": 0.99658203125}, {"start": 1644.84, "end": 1645.04, "word": " ل", "probability": 0.51953125}, {"start": 1645.04, "end": 1645.2, "word": " ال", "probability": 0.890625}, {"start": 1645.2, "end": 1645.34, "word": " two", "probability": 0.88818359375}, {"start": 1645.34, "end": 1645.74, "word": " inputs", "probability": 0.8818359375}, {"start": 1645.74, "end": 1646.66, "word": " تعونها", "probability": 0.9254557291666666}, {"start": 1646.66, "end": 1647.86, "word": " مش", "probability": 0.98193359375}, {"start": 1647.86, "end": 1648.16, "word": " أكتر", "probability": 0.86712646484375}, {"start": 1648.16, "end": 1648.32, "word": " من", "probability": 0.99365234375}, {"start": 1648.32, "end": 1648.58, "word": " هيك", "probability": 0.9189453125}, {"start": 1648.58, "end": 1648.9, "word": " طيب", "probability": 0.8746744791666666}, {"start": 1648.9, "end": 1649.42, "word": " ال", "probability": 0.91748046875}, {"start": 1649.42, "end": 1649.64, "word": " layer", "probability": 0.984375}, {"start": 1649.64, "end": 1650.2, "word": " أربعة", "probability": 0.927734375}, {"start": 1650.2, "end": 1650.64, "word": " هي", "probability": 0.64599609375}, {"start": 1650.64, "end": 1650.8, "word": " ال", "probability": 0.94873046875}, {"start": 1650.8, "end": 1651.22, "word": " output", "probability": 0.97412109375}, {"start": 1651.22, "end": 1651.88, "word": " ل", "probability": 0.52197265625}, {"start": 1651.88, "end": 1652.04, "word": " ال", "probability": 0.3564453125}, {"start": 1652.04, "end": 1652.48, "word": " membership", "probability": 0.83935546875}, {"start": 1652.48, "end": 1653.34, "word": " هي", "probability": 0.826171875}, {"start": 1653.34, "end": 1653.46, "word": " ال", "probability": 0.96826171875}, {"start": 1653.46, "end": 1653.82, "word": " output", "probability": 0.99365234375}, {"start": 1653.82, "end": 1654.14, "word": " ل", "probability": 0.85791015625}, {"start": 1654.14, "end": 1654.24, "word": " ال", "probability": 0.8095703125}, {"start": 1654.24, "end": 1654.66, "word": " membership", "probability": 0.859375}, {"start": 1654.66, "end": 1655.34, "word": " هتنلقي", "probability": 0.90185546875}, {"start": 1655.34, "end": 1655.66, "word": " نظرة", "probability": 0.9816080729166666}, {"start": 1655.66, "end": 1655.86, "word": " على", "probability": 0.88916015625}, {"start": 1655.86, "end": 1656.42, "word": " أربعة", "probability": 0.9466145833333334}], "temperature": 1.0}, {"id": 69, "seek": 166902, "start": 1657.6, "end": 1669.02, "text": "عشان نفهم احنا اين رايحين هذا طبعا اللي هو الرقم 4 مش الرقم 1 زي ما كتبه الكتاب فهذا ال output membership اللي هنا هذا الجزء هذا الجزء هو اهم جزء حقيقة", "tokens": [3615, 8592, 7649, 8717, 5172, 16095, 1975, 5016, 8315, 1975, 9957, 12602, 47302, 5016, 9957, 23758, 23032, 3555, 3615, 995, 13672, 1829, 31439, 34892, 4587, 2304, 1017, 37893, 34892, 4587, 2304, 502, 30767, 1829, 19446, 9122, 2655, 3555, 3224, 33251, 2655, 16758, 6156, 3224, 15730, 2423, 5598, 16560, 13672, 1829, 34105, 23758, 25724, 11622, 38207, 23758, 25724, 11622, 38207, 31439, 1975, 16095, 10874, 11622, 38207, 11331, 38436, 28671], "avg_logprob": -0.2642662957094718, "compression_ratio": 1.6428571428571428, "no_speech_prob": 2.384185791015625e-06, "words": [{"start": 1657.6, "end": 1658.04, "word": "عشان", "probability": 0.9646809895833334}, {"start": 1658.04, "end": 1658.4, "word": " نفهم", "probability": 0.9873046875}, {"start": 1658.4, "end": 1658.74, "word": " احنا", "probability": 0.87939453125}, {"start": 1658.74, "end": 1658.84, "word": " اين", "probability": 0.6688232421875}, {"start": 1658.84, "end": 1659.14, "word": " رايحين", "probability": 0.785888671875}, {"start": 1659.14, "end": 1659.32, "word": " هذا", "probability": 0.2398681640625}, {"start": 1659.32, "end": 1659.62, "word": " طبعا", "probability": 0.8431396484375}, {"start": 1659.62, "end": 1659.8, "word": " اللي", "probability": 0.559326171875}, {"start": 1659.8, "end": 1659.86, "word": " هو", "probability": 0.32177734375}, {"start": 1659.86, "end": 1660.18, "word": " الرقم", "probability": 0.9840494791666666}, {"start": 1660.18, "end": 1660.52, "word": " 4", "probability": 0.4921875}, {"start": 1660.52, "end": 1661.18, "word": " مش", "probability": 0.7158203125}, {"start": 1661.18, "end": 1661.48, "word": " الرقم", "probability": 0.8863932291666666}, {"start": 1661.48, "end": 1661.64, "word": " 1", "probability": 0.89306640625}, {"start": 1661.64, "end": 1661.78, "word": " زي", "probability": 0.888427734375}, {"start": 1661.78, "end": 1661.86, "word": " ما", "probability": 0.8525390625}, {"start": 1661.86, "end": 1662.24, "word": " كتبه", "probability": 0.66455078125}, {"start": 1662.24, "end": 1662.56, "word": " الكتاب", "probability": 0.9285481770833334}, {"start": 1662.56, "end": 1663.24, "word": " فهذا", "probability": 0.7063802083333334}, {"start": 1663.24, "end": 1663.32, "word": " ال", "probability": 0.73046875}, {"start": 1663.32, "end": 1663.58, "word": " output", "probability": 0.90087890625}, {"start": 1663.58, "end": 1664.54, "word": " membership", "probability": 0.248779296875}, {"start": 1664.54, "end": 1664.96, "word": " اللي", "probability": 0.9609375}, {"start": 1664.96, "end": 1665.32, "word": " هنا", "probability": 0.67919921875}, {"start": 1665.32, "end": 1665.92, "word": " هذا", "probability": 0.708984375}, {"start": 1665.92, "end": 1666.36, "word": " الجزء", "probability": 0.9939778645833334}, {"start": 1666.36, "end": 1667.48, "word": " هذا", "probability": 0.250732421875}, {"start": 1667.48, "end": 1667.82, "word": " الجزء", "probability": 0.9923502604166666}, {"start": 1667.82, "end": 1667.98, "word": " هو", "probability": 0.783203125}, {"start": 1667.98, "end": 1668.3, "word": " اهم", "probability": 0.797119140625}, {"start": 1668.3, "end": 1668.6, "word": " جزء", "probability": 0.98828125}, {"start": 1668.6, "end": 1669.02, "word": " حقيقة", "probability": 0.8859049479166666}], "temperature": 1.0}, {"id": 70, "seek": 169201, "start": 1669.93, "end": 1692.01, "text": "الجزء اللي هنا هذا هو الجزء الأهم لأنه هنا طلّعني طلّع لي ميو R1 وفي نفس الوجد يعني R1 الناتج تباحها كان C2 بمعنى إنه ال rule هادي هي طلعتلي C2 بنسبة أو معاملة clipping عند قيمة الميو هادي", "tokens": [6027, 7435, 11622, 38207, 13672, 1829, 34105, 23758, 31439, 25724, 11622, 38207, 16247, 16095, 5296, 33456, 3224, 34105, 23032, 1211, 11703, 3615, 22653, 23032, 1211, 11703, 3615, 32239, 3714, 1829, 2407, 497, 16, 4032, 41185, 8717, 36178, 2423, 29245, 3215, 37495, 22653, 497, 16, 28239, 9307, 7435, 6055, 3555, 39319, 11296, 25961, 383, 17, 4724, 2304, 3615, 1863, 7578, 36145, 3224, 2423, 4978, 8032, 995, 16254, 39896, 23032, 1211, 34268, 20292, 383, 17, 44945, 35457, 3660, 34051, 20449, 10943, 37977, 49320, 43242, 12174, 32640, 3660, 9673, 1829, 2407, 8032, 995, 16254], "avg_logprob": -0.2306385824213857, "compression_ratio": 1.614213197969543, "no_speech_prob": 7.152557373046875e-07, "words": [{"start": 1669.93, "end": 1670.41, "word": "الجزء", "probability": 0.9698486328125}, {"start": 1670.41, "end": 1670.55, "word": " اللي", "probability": 0.6190185546875}, {"start": 1670.55, "end": 1670.83, "word": " هنا", "probability": 0.98681640625}, {"start": 1670.83, "end": 1671.83, "word": " هذا", "probability": 0.544921875}, {"start": 1671.83, "end": 1672.25, "word": " هو", "probability": 0.962890625}, {"start": 1672.25, "end": 1672.53, "word": " الجزء", "probability": 0.9874674479166666}, {"start": 1672.53, "end": 1672.87, "word": " الأهم", "probability": 0.905029296875}, {"start": 1672.87, "end": 1673.47, "word": " لأنه", "probability": 0.72216796875}, {"start": 1673.47, "end": 1673.59, "word": " هنا", "probability": 0.923828125}, {"start": 1673.59, "end": 1674.09, "word": " طلّعني", "probability": 0.8013671875}, {"start": 1674.09, "end": 1674.67, "word": " طلّع", "probability": 0.9049072265625}, {"start": 1674.67, "end": 1674.83, "word": " لي", "probability": 0.33251953125}, {"start": 1674.83, "end": 1675.29, "word": " ميو", "probability": 0.6858723958333334}, {"start": 1675.29, "end": 1675.79, "word": " R1", "probability": 0.654541015625}, {"start": 1675.79, "end": 1676.53, "word": " وفي", "probability": 0.708740234375}, {"start": 1676.53, "end": 1676.71, "word": " نفس", "probability": 0.998779296875}, {"start": 1676.71, "end": 1677.33, "word": " الوجد", "probability": 0.718017578125}, {"start": 1677.33, "end": 1678.85, "word": " يعني", "probability": 0.837646484375}, {"start": 1678.85, "end": 1679.79, "word": " R1", "probability": 0.9375}, {"start": 1679.79, "end": 1680.93, "word": " الناتج", "probability": 0.7766927083333334}, {"start": 1680.93, "end": 1681.41, "word": " تباحها", "probability": 0.593505859375}, {"start": 1681.41, "end": 1681.77, "word": " كان", "probability": 0.99169921875}, {"start": 1681.77, "end": 1682.53, "word": " C2", "probability": 0.939453125}, {"start": 1682.53, "end": 1683.45, "word": " بمعنى", "probability": 0.96201171875}, {"start": 1683.45, "end": 1683.93, "word": " إنه", "probability": 0.64599609375}, {"start": 1683.93, "end": 1684.31, "word": " ال", "probability": 0.9755859375}, {"start": 1684.31, "end": 1684.49, "word": " rule", "probability": 0.7734375}, {"start": 1684.49, "end": 1684.97, "word": " هادي", "probability": 0.652587890625}, {"start": 1684.97, "end": 1685.15, "word": " هي", "probability": 0.8447265625}, {"start": 1685.15, "end": 1685.73, "word": " طلعتلي", "probability": 0.7867431640625}, {"start": 1685.73, "end": 1686.55, "word": " C2", "probability": 0.973388671875}, {"start": 1686.55, "end": 1687.81, "word": " بنسبة", "probability": 0.9615885416666666}, {"start": 1687.81, "end": 1688.01, "word": " أو", "probability": 0.78076171875}, {"start": 1688.01, "end": 1688.93, "word": " معاملة", "probability": 0.8103841145833334}, {"start": 1688.93, "end": 1689.45, "word": " clipping", "probability": 0.8056640625}, {"start": 1689.45, "end": 1690.03, "word": " عند", "probability": 0.9716796875}, {"start": 1690.03, "end": 1690.85, "word": " قيمة", "probability": 0.99755859375}, {"start": 1690.85, "end": 1691.35, "word": " الميو", "probability": 0.7414143880208334}, {"start": 1691.35, "end": 1692.01, "word": " هادي", "probability": 0.8531901041666666}], "temperature": 1.0}, {"id": 71, "seek": 171644, "start": 1692.66, "end": 1716.44, "text": "طيب، بس هي مش جاية من ال ruler R1 لحالها، هي جايانة من 2 كمان و من 4 كمان و من 5 كمان، فجاية من كذا مكان، عشان هيك لما بدنا نيجي نعمل في الجزئية هذه، في ال output و نروح نقول بدنا نعمل union عندنا، تمام؟ ال union هذه", "tokens": [9566, 1829, 3555, 12399, 4724, 3794, 39896, 37893, 10874, 995, 10632, 9154, 2423, 19661, 497, 16, 5296, 5016, 6027, 11296, 12399, 39896, 10874, 47302, 7649, 3660, 9154, 568, 9122, 2304, 7649, 4032, 9154, 1017, 9122, 2304, 7649, 4032, 9154, 1025, 9122, 2304, 7649, 12399, 6156, 7435, 995, 10632, 9154, 9122, 15730, 3714, 41361, 12399, 6225, 8592, 7649, 39896, 4117, 5296, 15042, 47525, 8315, 8717, 1829, 7435, 1829, 8717, 25957, 1211, 8978, 25724, 11622, 19986, 10632, 29538, 12399, 8978, 2423, 5598, 4032, 8717, 32887, 5016, 8717, 39648, 47525, 8315, 8717, 25957, 1211, 11671, 43242, 8315, 12399, 46811, 10943, 22807, 2423, 11671, 29538], "avg_logprob": -0.1289062498539102, "compression_ratio": 1.7673267326732673, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1692.66, "end": 1693.2, "word": "طيب،", "probability": 0.76556396484375}, {"start": 1693.2, "end": 1693.4, "word": " بس", "probability": 0.986083984375}, {"start": 1693.4, "end": 1693.52, "word": " هي", "probability": 0.826171875}, {"start": 1693.52, "end": 1693.76, "word": " مش", "probability": 0.962890625}, {"start": 1693.76, "end": 1694.08, "word": " جاية", "probability": 0.8396809895833334}, {"start": 1694.08, "end": 1694.32, "word": " من", "probability": 0.9931640625}, {"start": 1694.32, "end": 1694.72, "word": " ال", "probability": 0.84130859375}, {"start": 1694.72, "end": 1694.94, "word": " ruler", "probability": 0.63134765625}, {"start": 1694.94, "end": 1695.66, "word": " R1", "probability": 0.666748046875}, {"start": 1695.66, "end": 1696.7, "word": " لحالها،", "probability": 0.90869140625}, {"start": 1696.7, "end": 1696.84, "word": " هي", "probability": 0.90625}, {"start": 1696.84, "end": 1697.48, "word": " جايانة", "probability": 0.7659912109375}, {"start": 1697.48, "end": 1698.02, "word": " من", "probability": 0.9912109375}, {"start": 1698.02, "end": 1698.36, "word": " 2", "probability": 0.546875}, {"start": 1698.36, "end": 1698.84, "word": " كمان", "probability": 0.9635416666666666}, {"start": 1698.84, "end": 1699.36, "word": " و", "probability": 0.75390625}, {"start": 1699.36, "end": 1699.5, "word": " من", "probability": 0.82080078125}, {"start": 1699.5, "end": 1699.84, "word": " 4", "probability": 0.98486328125}, {"start": 1699.84, "end": 1700.3, "word": " كمان", "probability": 0.9772135416666666}, {"start": 1700.3, "end": 1700.44, "word": " و", "probability": 0.9853515625}, {"start": 1700.44, "end": 1700.6, "word": " من", "probability": 0.96435546875}, {"start": 1700.6, "end": 1700.86, "word": " 5", "probability": 0.95458984375}, {"start": 1700.86, "end": 1703.12, "word": " كمان،", "probability": 0.8974609375}, {"start": 1703.12, "end": 1703.64, "word": " فجاية", "probability": 0.9580078125}, {"start": 1703.64, "end": 1703.78, "word": " من", "probability": 0.994140625}, {"start": 1703.78, "end": 1704.1, "word": " كذا", "probability": 0.97705078125}, {"start": 1704.1, "end": 1705.12, "word": " مكان،", "probability": 0.8184407552083334}, {"start": 1705.12, "end": 1705.4, "word": " عشان", "probability": 0.9630533854166666}, {"start": 1705.4, "end": 1705.88, "word": " هيك", "probability": 0.9873046875}, {"start": 1705.88, "end": 1706.7, "word": " لما", "probability": 0.842041015625}, {"start": 1706.7, "end": 1706.96, "word": " بدنا", "probability": 0.9501953125}, {"start": 1706.96, "end": 1707.22, "word": " نيجي", "probability": 0.9813232421875}, {"start": 1707.22, "end": 1707.68, "word": " نعمل", "probability": 0.9969075520833334}, {"start": 1707.68, "end": 1707.98, "word": " في", "probability": 0.93408203125}, {"start": 1707.98, "end": 1708.66, "word": " الجزئية", "probability": 0.923095703125}, {"start": 1708.66, "end": 1708.98, "word": " هذه،", "probability": 0.700927734375}, {"start": 1708.98, "end": 1709.02, "word": " في", "probability": 0.9814453125}, {"start": 1709.02, "end": 1709.14, "word": " ال", "probability": 0.94384765625}, {"start": 1709.14, "end": 1709.58, "word": " output", "probability": 0.947265625}, {"start": 1709.58, "end": 1710.28, "word": " و", "probability": 0.75341796875}, {"start": 1710.28, "end": 1710.56, "word": " نروح", "probability": 0.9384765625}, {"start": 1710.56, "end": 1711.04, "word": " نقول", "probability": 0.967041015625}, {"start": 1711.04, "end": 1711.6, "word": " بدنا", "probability": 0.81884765625}, {"start": 1711.6, "end": 1712.0, "word": " نعمل", "probability": 0.9982096354166666}, {"start": 1712.0, "end": 1712.66, "word": " union", "probability": 0.85986328125}, {"start": 1712.66, "end": 1714.86, "word": " عندنا،", "probability": 0.87548828125}, {"start": 1714.86, "end": 1715.52, "word": " تمام؟", "probability": 0.8824869791666666}, {"start": 1715.52, "end": 1715.7, "word": " ال", "probability": 0.90771484375}, {"start": 1715.7, "end": 1715.92, "word": " union", "probability": 0.9365234375}, {"start": 1715.92, "end": 1716.44, "word": " هذه", "probability": 0.61767578125}], "temperature": 1.0}, {"id": 72, "seek": 173196, "start": 1717.3, "end": 1731.96, "text": "بقدرش أجمع التجميع و خلاص لأ احنا بنعمل probabilistic or هي في النهاية or ليش؟ ليش or؟ لأنه إذا تحققت من ال role الأولى النتيجة أو من ال role التانية فهي تحققت", "tokens": [3555, 28543, 2288, 8592, 5551, 7435, 2304, 3615, 16712, 7435, 2304, 40228, 4032, 16490, 1211, 33546, 5296, 10721, 1975, 5016, 8315, 44945, 25957, 1211, 31959, 3142, 420, 39896, 8978, 28239, 11296, 10632, 420, 32239, 8592, 22807, 32239, 8592, 420, 22807, 5296, 33456, 3224, 11933, 15730, 6055, 5016, 4587, 38149, 9154, 2423, 3090, 16247, 12610, 7578, 28239, 31371, 7435, 3660, 34051, 9154, 2423, 3090, 16712, 7649, 10632, 6156, 3224, 1829, 6055, 5016, 4587, 38149], "avg_logprob": -0.1677576081978308, "compression_ratio": 1.5568862275449102, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1717.3, "end": 1717.8, "word": "بقدرش", "probability": 0.83251953125}, {"start": 1717.8, "end": 1718.14, "word": " أجمع", "probability": 0.87353515625}, {"start": 1718.14, "end": 1718.52, "word": " التجميع", "probability": 0.900390625}, {"start": 1718.52, "end": 1718.62, "word": " و", "probability": 0.89892578125}, {"start": 1718.62, "end": 1718.96, "word": " خلاص", "probability": 0.9342447916666666}, {"start": 1718.96, "end": 1719.5, "word": " لأ", "probability": 0.70458984375}, {"start": 1719.5, "end": 1719.62, "word": " احنا", "probability": 0.84814453125}, {"start": 1719.62, "end": 1719.98, "word": " بنعمل", "probability": 0.9615885416666666}, {"start": 1719.98, "end": 1720.94, "word": " probabilistic", "probability": 0.751708984375}, {"start": 1720.94, "end": 1721.68, "word": " or", "probability": 0.552734375}, {"start": 1721.68, "end": 1722.48, "word": " هي", "probability": 0.7431640625}, {"start": 1722.48, "end": 1722.62, "word": " في", "probability": 0.82568359375}, {"start": 1722.62, "end": 1722.98, "word": " النهاية", "probability": 0.931640625}, {"start": 1722.98, "end": 1723.28, "word": " or", "probability": 0.9462890625}, {"start": 1723.28, "end": 1724.5, "word": " ليش؟", "probability": 0.6024576822916666}, {"start": 1724.5, "end": 1724.82, "word": " ليش", "probability": 0.7266845703125}, {"start": 1724.82, "end": 1725.32, "word": " or؟", "probability": 0.80908203125}, {"start": 1725.32, "end": 1725.76, "word": " لأنه", "probability": 0.91455078125}, {"start": 1725.76, "end": 1725.88, "word": " إذا", "probability": 0.921630859375}, {"start": 1725.88, "end": 1726.4, "word": " تحققت", "probability": 0.8819580078125}, {"start": 1726.4, "end": 1726.56, "word": " من", "probability": 0.99658203125}, {"start": 1726.56, "end": 1726.66, "word": " ال", "probability": 0.9072265625}, {"start": 1726.66, "end": 1726.8, "word": " role", "probability": 0.50341796875}, {"start": 1726.8, "end": 1727.58, "word": " الأولى", "probability": 0.9847005208333334}, {"start": 1727.58, "end": 1728.98, "word": " النتيجة", "probability": 0.939697265625}, {"start": 1728.98, "end": 1729.56, "word": " أو", "probability": 0.8974609375}, {"start": 1729.56, "end": 1729.92, "word": " من", "probability": 0.99462890625}, {"start": 1729.92, "end": 1730.04, "word": " ال", "probability": 0.98828125}, {"start": 1730.04, "end": 1730.22, "word": " role", "probability": 0.90771484375}, {"start": 1730.22, "end": 1730.86, "word": " التانية", "probability": 0.9734700520833334}, {"start": 1730.86, "end": 1731.32, "word": " فهي", "probability": 0.94970703125}, {"start": 1731.32, "end": 1731.96, "word": " تحققت", "probability": 0.8443603515625}], "temperature": 1.0}, {"id": 73, "seek": 175809, "start": 1732.81, "end": 1758.09, "text": "هي خلاص تحققت في النهاية هادي أو هادي كلاهما أي واحدة منهم بتحقق ال rule فماعنديش مشكلة أنه تيجي من هنا أو من هنا أو من هنا أو من هنا في عندي أربعة بيحققوا نفس النتيجة فتيجي من هادي أو من هادي أو من هادي أو من هادي كلمة أو ليها الأخر اللي بحكي عليها تمام بس هل بجمحهم كلهم أروح أجمع كل ال muse تبعتهم و ألاجي القيمة كبرت عندي بشكل جدا كبير لأ", "tokens": [3224, 1829, 16490, 1211, 33546, 6055, 5016, 4587, 38149, 8978, 28239, 11296, 10632, 8032, 995, 16254, 34051, 8032, 995, 16254, 9122, 15040, 3224, 15042, 36632, 36764, 24401, 3660, 9154, 16095, 39894, 5016, 4587, 4587, 2423, 4978, 6156, 15042, 3615, 1863, 16254, 8592, 37893, 28820, 3660, 14739, 3224, 6055, 1829, 7435, 1829, 9154, 34105, 34051, 9154, 34105, 34051, 9154, 34105, 34051, 9154, 34105, 8978, 18871, 16254, 5551, 25513, 27884, 4724, 1829, 5016, 4587, 4587, 14407, 8717, 36178, 28239, 31371, 7435, 3660, 6156, 31371, 7435, 1829, 9154, 8032, 995, 16254, 34051, 9154, 8032, 995, 16254, 34051, 9154, 8032, 995, 16254, 34051, 9154, 8032, 995, 16254, 9122, 19528, 3660, 34051, 32239, 11296, 16247, 34740, 13672, 1829, 4724, 5016, 4117, 1829, 25894, 11296, 46811, 10943, 4724, 3794, 8032, 1211, 4724, 7435, 2304, 5016, 16095, 28242, 16095, 5551, 32887, 5016, 5551, 7435, 2304, 3615, 28242, 2423, 39138, 6055, 3555, 34268, 16095, 4032, 5551, 15040, 7435, 1829, 25062, 32640, 3660, 9122, 26890, 2655, 18871, 16254, 4724, 8592, 28820, 10874, 28259, 9122, 3555, 13546, 5296, 10721], "avg_logprob": -0.13952205549268162, "compression_ratio": 2.288973384030418, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1732.81, "end": 1733.11, "word": "هي", "probability": 0.796630859375}, {"start": 1733.11, "end": 1733.31, "word": " خلاص", "probability": 0.94970703125}, {"start": 1733.31, "end": 1733.81, "word": " تحققت", "probability": 0.88232421875}, {"start": 1733.81, "end": 1733.91, "word": " في", "probability": 0.8876953125}, {"start": 1733.91, "end": 1734.25, "word": " النهاية", "probability": 0.9464518229166666}, {"start": 1734.25, "end": 1734.71, "word": " هادي", "probability": 0.4950764973958333}, {"start": 1734.71, "end": 1734.89, "word": " أو", "probability": 0.80615234375}, {"start": 1734.89, "end": 1735.25, "word": " هادي", "probability": 0.94140625}, {"start": 1735.25, "end": 1736.49, "word": " كلاهما", "probability": 0.8525390625}, {"start": 1736.49, "end": 1737.09, "word": " أي", "probability": 0.591796875}, {"start": 1737.09, "end": 1737.37, "word": " واحدة", "probability": 0.9814453125}, {"start": 1737.37, "end": 1737.51, "word": " منهم", "probability": 0.994140625}, {"start": 1737.51, "end": 1737.99, "word": " بتحقق", "probability": 0.87744140625}, {"start": 1737.99, "end": 1738.15, "word": " ال", "probability": 0.97607421875}, {"start": 1738.15, "end": 1738.35, "word": " rule", "probability": 0.5185546875}, {"start": 1738.35, "end": 1739.87, "word": " فماعنديش", "probability": 0.9378255208333334}, {"start": 1739.87, "end": 1740.27, "word": " مشكلة", "probability": 0.98828125}, {"start": 1740.27, "end": 1740.51, "word": " أنه", "probability": 0.83251953125}, {"start": 1740.51, "end": 1740.69, "word": " تيجي", "probability": 0.98779296875}, {"start": 1740.69, "end": 1740.81, "word": " من", "probability": 0.99365234375}, {"start": 1740.81, "end": 1740.99, "word": " هنا", "probability": 0.9970703125}, {"start": 1740.99, "end": 1741.15, "word": " أو", "probability": 0.8193359375}, {"start": 1741.15, "end": 1741.29, "word": " من", "probability": 0.982421875}, {"start": 1741.29, "end": 1741.49, "word": " هنا", "probability": 0.99853515625}, {"start": 1741.49, "end": 1741.63, "word": " أو", "probability": 0.84716796875}, {"start": 1741.63, "end": 1741.75, "word": " من", "probability": 0.9931640625}, {"start": 1741.75, "end": 1741.91, "word": " هنا", "probability": 0.99755859375}, {"start": 1741.91, "end": 1742.01, "word": " أو", "probability": 0.82763671875}, {"start": 1742.01, "end": 1742.13, "word": " من", "probability": 0.9931640625}, {"start": 1742.13, "end": 1742.25, "word": " هنا", "probability": 0.9970703125}, {"start": 1742.25, "end": 1742.41, "word": " في", "probability": 0.70361328125}, {"start": 1742.41, "end": 1742.57, "word": " عندي", "probability": 0.889892578125}, {"start": 1742.57, "end": 1742.99, "word": " أربعة", "probability": 0.8196614583333334}, {"start": 1742.99, "end": 1744.47, "word": " بيحققوا", "probability": 0.8932291666666666}, {"start": 1744.47, "end": 1744.71, "word": " نفس", "probability": 0.68212890625}, {"start": 1744.71, "end": 1745.31, "word": " النتيجة", "probability": 0.9659423828125}, {"start": 1745.31, "end": 1746.31, "word": " فتيجي", "probability": 0.908447265625}, {"start": 1746.31, "end": 1746.39, "word": " من", "probability": 0.99609375}, {"start": 1746.39, "end": 1746.55, "word": " هادي", "probability": 0.74853515625}, {"start": 1746.55, "end": 1746.65, "word": " أو", "probability": 0.8232421875}, {"start": 1746.65, "end": 1746.77, "word": " من", "probability": 0.96337890625}, {"start": 1746.77, "end": 1746.89, "word": " هادي", "probability": 0.9772135416666666}, {"start": 1746.89, "end": 1746.99, "word": " أو", "probability": 0.77734375}, {"start": 1746.99, "end": 1747.07, "word": " من", "probability": 0.986328125}, {"start": 1747.07, "end": 1747.23, "word": " هادي", "probability": 0.982421875}, {"start": 1747.23, "end": 1747.47, "word": " أو", "probability": 0.8935546875}, {"start": 1747.47, "end": 1747.69, "word": " من", "probability": 0.9892578125}, {"start": 1747.69, "end": 1748.03, "word": " هادي", "probability": 0.9615885416666666}, {"start": 1748.03, "end": 1748.43, "word": " كلمة", "probability": 0.9186197916666666}, {"start": 1748.43, "end": 1748.69, "word": " أو", "probability": 0.87158203125}, {"start": 1748.69, "end": 1749.09, "word": " ليها", "probability": 0.83642578125}, {"start": 1749.09, "end": 1749.31, "word": " الأخر", "probability": 0.953125}, {"start": 1749.31, "end": 1749.43, "word": " اللي", "probability": 0.980712890625}, {"start": 1749.43, "end": 1749.65, "word": " بحكي", "probability": 0.9610595703125}, {"start": 1749.65, "end": 1749.95, "word": " عليها", "probability": 0.992431640625}, {"start": 1749.95, "end": 1750.59, "word": " تمام", "probability": 0.903076171875}, {"start": 1750.59, "end": 1751.03, "word": " بس", "probability": 0.743896484375}, {"start": 1751.03, "end": 1751.23, "word": " هل", "probability": 0.989990234375}, {"start": 1751.23, "end": 1751.77, "word": " بجمحهم", "probability": 0.92119140625}, {"start": 1751.77, "end": 1752.33, "word": " كلهم", "probability": 0.993896484375}, {"start": 1752.33, "end": 1752.77, "word": " أروح", "probability": 0.892578125}, {"start": 1752.77, "end": 1753.09, "word": " أجمع", "probability": 0.9561767578125}, {"start": 1753.09, "end": 1753.41, "word": " كل", "probability": 0.99365234375}, {"start": 1753.41, "end": 1753.55, "word": " ال", "probability": 0.8623046875}, {"start": 1753.55, "end": 1753.75, "word": " muse", "probability": 0.382568359375}, {"start": 1753.75, "end": 1754.33, "word": " تبعتهم", "probability": 0.9190673828125}, {"start": 1754.33, "end": 1754.75, "word": " و", "probability": 0.5439453125}, {"start": 1754.75, "end": 1754.97, "word": " ألاجي", "probability": 0.68365478515625}, {"start": 1754.97, "end": 1755.33, "word": " القيمة", "probability": 0.9637044270833334}, {"start": 1755.33, "end": 1756.21, "word": " كبرت", "probability": 0.8697916666666666}, {"start": 1756.21, "end": 1756.43, "word": " عندي", "probability": 0.81591796875}, {"start": 1756.43, "end": 1756.71, "word": " بشكل", "probability": 0.9474283854166666}, {"start": 1756.71, "end": 1757.03, "word": " جدا", "probability": 0.849853515625}, {"start": 1757.03, "end": 1757.39, "word": " كبير", "probability": 0.9905598958333334}, {"start": 1757.39, "end": 1758.09, "word": " لأ", "probability": 0.69677734375}], "temperature": 1.0}, {"id": 74, "seek": 177565, "start": 1759.13, "end": 1775.65, "text": "هو ايش بنسوي بنضربهم كل واحدة في ال weight الخاص فيها و هنا بيّنت ل neural network ف neural network بيّنت في الجزئية هذه بحيث ان ال Y هنا مثلا ال Y ل ال C1 هتنشوف ال C1 وينها هاي C1", "tokens": [3224, 2407, 1975, 1829, 8592, 44945, 3794, 45865, 44945, 11242, 25513, 16095, 28242, 36764, 24401, 3660, 8978, 2423, 3364, 33962, 33546, 8978, 11296, 4032, 34105, 4724, 1829, 11703, 29399, 5296, 18161, 3209, 6156, 18161, 3209, 4724, 1829, 11703, 29399, 8978, 25724, 11622, 19986, 10632, 29538, 4724, 5016, 1829, 12984, 16472, 2423, 398, 34105, 50113, 15040, 2423, 398, 5296, 2423, 383, 16, 8032, 2655, 1863, 8592, 38688, 2423, 383, 16, 4032, 9957, 11296, 8032, 47302, 383, 16], "avg_logprob": -0.2086038945557235, "compression_ratio": 1.6022727272727273, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1759.13, "end": 1759.37, "word": "هو", "probability": 0.679443359375}, {"start": 1759.37, "end": 1759.41, "word": " ايش", "probability": 0.7291666666666666}, {"start": 1759.41, "end": 1759.83, "word": " بنسوي", "probability": 0.9402669270833334}, {"start": 1759.83, "end": 1760.75, "word": " بنضربهم", "probability": 0.783355712890625}, {"start": 1760.75, "end": 1760.95, "word": " كل", "probability": 0.9580078125}, {"start": 1760.95, "end": 1761.21, "word": " واحدة", "probability": 0.9747721354166666}, {"start": 1761.21, "end": 1761.33, "word": " في", "probability": 0.9375}, {"start": 1761.33, "end": 1761.43, "word": " ال", "probability": 0.96533203125}, {"start": 1761.43, "end": 1761.81, "word": " weight", "probability": 0.9248046875}, {"start": 1761.81, "end": 1762.33, "word": " الخاص", "probability": 0.87548828125}, {"start": 1762.33, "end": 1762.73, "word": " فيها", "probability": 0.847412109375}, {"start": 1762.73, "end": 1763.13, "word": " و", "probability": 0.51806640625}, {"start": 1763.13, "end": 1763.37, "word": " هنا", "probability": 0.9091796875}, {"start": 1763.37, "end": 1764.21, "word": " بيّنت", "probability": 0.6717529296875}, {"start": 1764.21, "end": 1764.35, "word": " ل", "probability": 0.814453125}, {"start": 1764.35, "end": 1764.59, "word": " neural", "probability": 0.80859375}, {"start": 1764.59, "end": 1765.11, "word": " network", "probability": 0.96728515625}, {"start": 1765.11, "end": 1765.65, "word": " ف", "probability": 0.85546875}, {"start": 1765.65, "end": 1765.93, "word": " neural", "probability": 0.68896484375}, {"start": 1765.93, "end": 1766.49, "word": " network", "probability": 0.97900390625}, {"start": 1766.49, "end": 1767.15, "word": " بيّنت", "probability": 0.9451904296875}, {"start": 1767.15, "end": 1767.25, "word": " في", "probability": 0.896484375}, {"start": 1767.25, "end": 1767.71, "word": " الجزئية", "probability": 0.9014892578125}, {"start": 1767.71, "end": 1768.03, "word": " هذه", "probability": 0.83154296875}, {"start": 1768.03, "end": 1768.77, "word": " بحيث", "probability": 0.9749755859375}, {"start": 1768.77, "end": 1768.99, "word": " ان", "probability": 0.61669921875}, {"start": 1768.99, "end": 1769.97, "word": " ال", "probability": 0.599609375}, {"start": 1769.97, "end": 1771.43, "word": " Y", "probability": 0.274169921875}, {"start": 1771.43, "end": 1771.65, "word": " هنا", "probability": 0.92626953125}, {"start": 1771.65, "end": 1772.07, "word": " مثلا", "probability": 0.943603515625}, {"start": 1772.07, "end": 1772.41, "word": " ال", "probability": 0.89990234375}, {"start": 1772.41, "end": 1772.59, "word": " Y", "probability": 0.88720703125}, {"start": 1772.59, "end": 1772.71, "word": " ل", "probability": 0.6171875}, {"start": 1772.71, "end": 1772.83, "word": " ال", "probability": 0.57275390625}, {"start": 1772.83, "end": 1773.33, "word": " C1", "probability": 0.896240234375}, {"start": 1773.33, "end": 1773.95, "word": " هتنشوف", "probability": 0.82900390625}, {"start": 1773.95, "end": 1774.07, "word": " ال", "probability": 0.89892578125}, {"start": 1774.07, "end": 1774.41, "word": " C1", "probability": 0.98388671875}, {"start": 1774.41, "end": 1774.81, "word": " وينها", "probability": 0.9602864583333334}, {"start": 1774.81, "end": 1775.23, "word": " هاي", "probability": 0.6104736328125}, {"start": 1775.23, "end": 1775.65, "word": " C1", "probability": 0.9150390625}], "temperature": 1.0}, {"id": 75, "seek": 180407, "start": 1777.27, "end": 1804.07, "text": "بتاعة ميو ار تلاتة و ميو ار ستة ميو ار تلاتة و ميو ار ستة فهو عملهم XOR او مش XOR هذه اللي هي قولنا Probabilistic OR Probabilistic OR يعني مضروبة في weight ال weight هذه اللي هي علاقة بال إيش بال probability أو ال Gaussian Distribution لكل واحدة منهم لكل واحدة منهم فهذه عبارة عن", "tokens": [3555, 2655, 995, 27884, 3714, 1829, 2407, 1975, 2288, 6055, 1211, 9307, 3660, 4032, 3714, 1829, 2407, 1975, 2288, 8608, 2655, 3660, 3714, 1829, 2407, 1975, 2288, 6055, 1211, 9307, 3660, 4032, 3714, 1829, 2407, 1975, 2288, 8608, 2655, 3660, 6156, 3224, 2407, 6225, 42213, 16095, 1783, 2483, 1975, 2407, 37893, 1783, 2483, 29538, 13672, 1829, 39896, 12174, 12610, 8315, 8736, 5177, 3142, 19654, 8736, 5177, 3142, 19654, 37495, 22653, 3714, 11242, 32887, 49401, 8978, 3364, 2423, 3364, 29538, 13672, 1829, 39896, 11203, 995, 28671, 20666, 11933, 1829, 8592, 20666, 8482, 34051, 2423, 39148, 9840, 30783, 5296, 28820, 36764, 24401, 3660, 9154, 16095, 5296, 28820, 36764, 24401, 3660, 9154, 16095, 6156, 3224, 24192, 6225, 3555, 9640, 3660, 18871], "avg_logprob": -0.1918329879516313, "compression_ratio": 1.944954128440367, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1777.27, "end": 1777.57, "word": "بتاعة", "probability": 0.68115234375}, {"start": 1777.57, "end": 1777.91, "word": " ميو", "probability": 0.6382242838541666}, {"start": 1777.91, "end": 1778.43, "word": " ار", "probability": 0.6300048828125}, {"start": 1778.43, "end": 1779.21, "word": " تلاتة", "probability": 0.946533203125}, {"start": 1779.21, "end": 1779.77, "word": " و", "probability": 0.919921875}, {"start": 1779.77, "end": 1780.03, "word": " ميو", "probability": 0.8258463541666666}, {"start": 1780.03, "end": 1780.39, "word": " ار", "probability": 0.964599609375}, {"start": 1780.39, "end": 1781.05, "word": " ستة", "probability": 0.9650065104166666}, {"start": 1781.05, "end": 1781.57, "word": " ميو", "probability": 0.7694498697916666}, {"start": 1781.57, "end": 1781.69, "word": " ار", "probability": 0.977294921875}, {"start": 1781.69, "end": 1782.01, "word": " تلاتة", "probability": 0.9820556640625}, {"start": 1782.01, "end": 1782.09, "word": " و", "probability": 0.98583984375}, {"start": 1782.09, "end": 1782.23, "word": " ميو", "probability": 0.9482421875}, {"start": 1782.23, "end": 1782.49, "word": " ار", "probability": 0.986328125}, {"start": 1782.49, "end": 1783.27, "word": " ستة", "probability": 0.9768880208333334}, {"start": 1783.27, "end": 1783.91, "word": " فهو", "probability": 0.9638671875}, {"start": 1783.91, "end": 1784.81, "word": " عملهم", "probability": 0.8855794270833334}, {"start": 1784.81, "end": 1785.59, "word": " XOR", "probability": 0.665283203125}, {"start": 1785.59, "end": 1786.21, "word": " او", "probability": 0.80029296875}, {"start": 1786.21, "end": 1786.83, "word": " مش", "probability": 0.92138671875}, {"start": 1786.83, "end": 1787.45, "word": " XOR", "probability": 0.921630859375}, {"start": 1787.45, "end": 1787.99, "word": " هذه", "probability": 0.427734375}, {"start": 1787.99, "end": 1788.09, "word": " اللي", "probability": 0.967041015625}, {"start": 1788.09, "end": 1788.19, "word": " هي", "probability": 0.740234375}, {"start": 1788.19, "end": 1788.47, "word": " قولنا", "probability": 0.7623697916666666}, {"start": 1788.47, "end": 1789.19, "word": " Probabilistic", "probability": 0.755859375}, {"start": 1789.19, "end": 1789.51, "word": " OR", "probability": 0.6865234375}, {"start": 1789.51, "end": 1790.41, "word": " Probabilistic", "probability": 0.8953450520833334}, {"start": 1790.41, "end": 1790.75, "word": " OR", "probability": 0.884765625}, {"start": 1790.75, "end": 1791.77, "word": " يعني", "probability": 0.941650390625}, {"start": 1791.77, "end": 1792.25, "word": " مضروبة", "probability": 0.9801025390625}, {"start": 1792.25, "end": 1792.95, "word": " في", "probability": 0.98046875}, {"start": 1792.95, "end": 1793.91, "word": " weight", "probability": 0.91064453125}, {"start": 1793.91, "end": 1794.81, "word": " ال", "probability": 0.9765625}, {"start": 1794.81, "end": 1795.03, "word": " weight", "probability": 0.8896484375}, {"start": 1795.03, "end": 1795.25, "word": " هذه", "probability": 0.495361328125}, {"start": 1795.25, "end": 1795.55, "word": " اللي", "probability": 0.7078857421875}, {"start": 1795.55, "end": 1795.59, "word": " هي", "probability": 0.47314453125}, {"start": 1795.59, "end": 1795.93, "word": " علاقة", "probability": 0.962890625}, {"start": 1795.93, "end": 1796.17, "word": " بال", "probability": 0.88916015625}, {"start": 1796.17, "end": 1796.53, "word": " إيش", "probability": 0.5570882161458334}, {"start": 1796.53, "end": 1796.81, "word": " بال", "probability": 0.65673828125}, {"start": 1796.81, "end": 1797.27, "word": " probability", "probability": 0.60498046875}, {"start": 1797.27, "end": 1797.47, "word": " أو", "probability": 0.6767578125}, {"start": 1797.47, "end": 1797.57, "word": " ال", "probability": 0.75634765625}, {"start": 1797.57, "end": 1797.75, "word": " Gaussian", "probability": 0.8642578125}, {"start": 1797.75, "end": 1798.35, "word": " Distribution", "probability": 0.7335205078125}, {"start": 1798.35, "end": 1799.23, "word": " لكل", "probability": 0.9736328125}, {"start": 1799.23, "end": 1799.75, "word": " واحدة", "probability": 0.9825846354166666}, {"start": 1799.75, "end": 1800.25, "word": " منهم", "probability": 0.99560546875}, {"start": 1800.25, "end": 1801.27, "word": " لكل", "probability": 0.942138671875}, {"start": 1801.27, "end": 1801.93, "word": " واحدة", "probability": 0.9912109375}, {"start": 1801.93, "end": 1802.27, "word": " منهم", "probability": 0.99609375}, {"start": 1802.27, "end": 1803.39, "word": " فهذه", "probability": 0.8806966145833334}, {"start": 1803.39, "end": 1803.87, "word": " عبارة", "probability": 0.9959716796875}, {"start": 1803.87, "end": 1804.07, "word": " عن", "probability": 0.9970703125}], "temperature": 1.0}, {"id": 76, "seek": 183023, "start": 1805.13, "end": 1830.23, "text": "هتكون للأولى حاجة بهذا الشكل وهدي probabilistic للتانية نفترض بهذا الشكل هيك لما أقول or معناته بده جمع لما أجي أجمحهم حقيقة هو مش بجمحهم أنه والله بدهم يكونوا يعني تجميع رسمي في بعض ولكن بيكون عادة حاجة بهذا الشكل نفسها دي", "tokens": [3224, 2655, 30544, 24976, 10721, 12610, 7578, 11331, 26108, 3660, 39627, 15730, 25124, 28820, 37037, 16254, 31959, 3142, 24976, 2655, 7649, 10632, 8717, 5172, 2655, 43042, 39627, 15730, 25124, 28820, 39896, 4117, 5296, 15042, 5551, 39648, 420, 20449, 8315, 47395, 47525, 3224, 10874, 2304, 3615, 5296, 15042, 5551, 7435, 1829, 5551, 7435, 2304, 5016, 16095, 11331, 38436, 28671, 31439, 37893, 4724, 7435, 2304, 5016, 16095, 14739, 3224, 16070, 43761, 47525, 16095, 7251, 30544, 14407, 37495, 22653, 6055, 7435, 2304, 40228, 12602, 38251, 1829, 8978, 45030, 11242, 35525, 19452, 4724, 1829, 30544, 6225, 18513, 3660, 11331, 26108, 3660, 39627, 15730, 25124, 28820, 8717, 36178, 11296, 11778, 1829], "avg_logprob": -0.159462613201587, "compression_ratio": 1.8309859154929577, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1805.13, "end": 1805.71, "word": "هتكون", "probability": 0.82080078125}, {"start": 1805.71, "end": 1806.79, "word": " للأولى", "probability": 0.9071044921875}, {"start": 1806.79, "end": 1807.11, "word": " حاجة", "probability": 0.98046875}, {"start": 1807.11, "end": 1807.37, "word": " بهذا", "probability": 0.984130859375}, {"start": 1807.37, "end": 1807.79, "word": " الشكل", "probability": 0.9912109375}, {"start": 1807.79, "end": 1810.03, "word": " وهدي", "probability": 0.52178955078125}, {"start": 1810.03, "end": 1810.93, "word": " probabilistic", "probability": 0.76220703125}, {"start": 1810.93, "end": 1811.77, "word": " للتانية", "probability": 0.9576416015625}, {"start": 1811.77, "end": 1813.15, "word": " نفترض", "probability": 0.91357421875}, {"start": 1813.15, "end": 1813.45, "word": " بهذا", "probability": 0.9677734375}, {"start": 1813.45, "end": 1813.87, "word": " الشكل", "probability": 0.988037109375}, {"start": 1813.87, "end": 1814.53, "word": " هيك", "probability": 0.6082763671875}, {"start": 1814.53, "end": 1815.85, "word": " لما", "probability": 0.763916015625}, {"start": 1815.85, "end": 1816.13, "word": " أقول", "probability": 0.764404296875}, {"start": 1816.13, "end": 1816.53, "word": " or", "probability": 0.94921875}, {"start": 1816.53, "end": 1817.11, "word": " معناته", "probability": 0.9554036458333334}, {"start": 1817.11, "end": 1817.35, "word": " بده", "probability": 0.743896484375}, {"start": 1817.35, "end": 1817.79, "word": " جمع", "probability": 0.81005859375}, {"start": 1817.79, "end": 1818.31, "word": " لما", "probability": 0.8740234375}, {"start": 1818.31, "end": 1818.49, "word": " أجي", "probability": 0.7369791666666666}, {"start": 1818.49, "end": 1819.09, "word": " أجمحهم", "probability": 0.927734375}, {"start": 1819.09, "end": 1819.75, "word": " حقيقة", "probability": 0.9288736979166666}, {"start": 1819.75, "end": 1819.95, "word": " هو", "probability": 0.91748046875}, {"start": 1819.95, "end": 1820.15, "word": " مش", "probability": 0.94384765625}, {"start": 1820.15, "end": 1820.77, "word": " بجمحهم", "probability": 0.9466796875}, {"start": 1820.77, "end": 1820.97, "word": " أنه", "probability": 0.5655517578125}, {"start": 1820.97, "end": 1821.25, "word": " والله", "probability": 0.7978515625}, {"start": 1821.25, "end": 1821.63, "word": " بدهم", "probability": 0.914306640625}, {"start": 1821.63, "end": 1822.11, "word": " يكونوا", "probability": 0.9820963541666666}, {"start": 1822.11, "end": 1822.71, "word": " يعني", "probability": 0.7900390625}, {"start": 1822.71, "end": 1823.61, "word": " تجميع", "probability": 0.975830078125}, {"start": 1823.61, "end": 1824.01, "word": " رسمي", "probability": 0.9591471354166666}, {"start": 1824.01, "end": 1824.11, "word": " في", "probability": 0.66064453125}, {"start": 1824.11, "end": 1824.47, "word": " بعض", "probability": 0.982177734375}, {"start": 1824.47, "end": 1825.37, "word": " ولكن", "probability": 0.855224609375}, {"start": 1825.37, "end": 1827.63, "word": " بيكون", "probability": 0.85546875}, {"start": 1827.63, "end": 1828.33, "word": " عادة", "probability": 0.8095703125}, {"start": 1828.33, "end": 1828.89, "word": " حاجة", "probability": 0.9913736979166666}, {"start": 1828.89, "end": 1829.15, "word": " بهذا", "probability": 0.98486328125}, {"start": 1829.15, "end": 1829.51, "word": " الشكل", "probability": 0.988037109375}, {"start": 1829.51, "end": 1830.09, "word": " نفسها", "probability": 0.7950846354166666}, {"start": 1830.09, "end": 1830.23, "word": " دي", "probability": 0.97119140625}], "temperature": 1.0}, {"id": 77, "seek": 185721, "start": 1830.97, "end": 1857.21, "text": "لما ببدأ يبين معاها اشي تاني بتزيد ولكن مش كتير فهذه بتظهر بهذا الشكل تظهر بهذا الشكل ك Probabilistic or ك Probabilistic اعلى شوية من تقاطعهم ولكن مش انه جمعهم بالضبط يعني مش والله يطلع لي الأولى فاصلة ستة التانية فاصلة ستة معناته يطلع اكتر من واحد ل Probability تبعتهم اكيد مش هيطلع بهذا الشكل وعشان هيك", "tokens": [1211, 15042, 4724, 44510, 10721, 7251, 3555, 9957, 20449, 995, 11296, 1975, 8592, 1829, 6055, 7649, 1829, 39894, 11622, 25708, 35525, 19452, 37893, 9122, 2655, 13546, 6156, 3224, 24192, 39894, 19913, 3224, 2288, 39627, 15730, 25124, 28820, 6055, 19913, 3224, 2288, 39627, 15730, 25124, 28820, 9122, 8736, 5177, 3142, 420, 9122, 8736, 5177, 3142, 1975, 3615, 23942, 13412, 2407, 10632, 9154, 6055, 4587, 41193, 3615, 16095, 35525, 19452, 37893, 16472, 3224, 10874, 2304, 3615, 16095, 20666, 11242, 3555, 9566, 37495, 22653, 37893, 16070, 43761, 7251, 9566, 1211, 3615, 32239, 16247, 12610, 7578, 6156, 33546, 37977, 8608, 2655, 3660, 16712, 7649, 10632, 6156, 33546, 37977, 8608, 2655, 3660, 20449, 8315, 47395, 7251, 9566, 1211, 3615, 1975, 4117, 2655, 2288, 9154, 36764, 24401, 5296, 8736, 2310, 6055, 3555, 34268, 16095, 1975, 4117, 25708, 37893, 39896, 9566, 1211, 3615, 39627, 15730, 25124, 28820, 4032, 3615, 8592, 7649, 39896, 4117], "avg_logprob": -0.16135204689843313, "compression_ratio": 1.9806949806949807, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1830.97, "end": 1831.21, "word": "لما", "probability": 0.782470703125}, {"start": 1831.21, "end": 1831.71, "word": " ببدأ", "probability": 0.8248697916666666}, {"start": 1831.71, "end": 1832.27, "word": " يبين", "probability": 0.94140625}, {"start": 1832.27, "end": 1832.63, "word": " معاها", "probability": 0.8995768229166666}, {"start": 1832.63, "end": 1832.83, "word": " اشي", "probability": 0.7017415364583334}, {"start": 1832.83, "end": 1833.11, "word": " تاني", "probability": 0.9736328125}, {"start": 1833.11, "end": 1833.49, "word": " بتزيد", "probability": 0.9070638020833334}, {"start": 1833.49, "end": 1833.81, "word": " ولكن", "probability": 0.804931640625}, {"start": 1833.81, "end": 1833.99, "word": " مش", "probability": 0.95654296875}, {"start": 1833.99, "end": 1834.51, "word": " كتير", "probability": 0.9860026041666666}, {"start": 1834.51, "end": 1835.29, "word": " فهذه", "probability": 0.7937825520833334}, {"start": 1835.29, "end": 1835.75, "word": " بتظهر", "probability": 0.970703125}, {"start": 1835.75, "end": 1836.05, "word": " بهذا", "probability": 0.955810546875}, {"start": 1836.05, "end": 1836.49, "word": " الشكل", "probability": 0.9892578125}, {"start": 1836.49, "end": 1839.07, "word": " تظهر", "probability": 0.84619140625}, {"start": 1839.07, "end": 1839.57, "word": " بهذا", "probability": 0.96240234375}, {"start": 1839.57, "end": 1839.89, "word": " الشكل", "probability": 0.977783203125}, {"start": 1839.89, "end": 1840.11, "word": " ك", "probability": 0.9541015625}, {"start": 1840.11, "end": 1840.97, "word": " Probabilistic", "probability": 0.6255696614583334}, {"start": 1840.97, "end": 1841.55, "word": " or", "probability": 0.525390625}, {"start": 1841.55, "end": 1842.15, "word": " ك", "probability": 0.426513671875}, {"start": 1842.15, "end": 1842.71, "word": " Probabilistic", "probability": 0.9552408854166666}, {"start": 1842.71, "end": 1843.11, "word": " اعلى", "probability": 0.7705078125}, {"start": 1843.11, "end": 1843.67, "word": " شوية", "probability": 0.935546875}, {"start": 1843.67, "end": 1844.31, "word": " من", "probability": 0.984375}, {"start": 1844.31, "end": 1846.17, "word": " تقاطعهم", "probability": 0.94306640625}, {"start": 1846.17, "end": 1846.83, "word": " ولكن", "probability": 0.909423828125}, {"start": 1846.83, "end": 1847.03, "word": " مش", "probability": 0.98681640625}, {"start": 1847.03, "end": 1847.31, "word": " انه", "probability": 0.6845703125}, {"start": 1847.31, "end": 1847.83, "word": " جمعهم", "probability": 0.7691650390625}, {"start": 1847.83, "end": 1848.59, "word": " بالضبط", "probability": 0.97119140625}, {"start": 1848.59, "end": 1848.77, "word": " يعني", "probability": 0.9267578125}, {"start": 1848.77, "end": 1848.93, "word": " مش", "probability": 0.96728515625}, {"start": 1848.93, "end": 1849.21, "word": " والله", "probability": 0.692138671875}, {"start": 1849.21, "end": 1849.71, "word": " يطلع", "probability": 0.819091796875}, {"start": 1849.71, "end": 1849.81, "word": " لي", "probability": 0.59912109375}, {"start": 1849.81, "end": 1850.15, "word": " الأولى", "probability": 0.85400390625}, {"start": 1850.15, "end": 1850.41, "word": " فاصلة", "probability": 0.9192708333333334}, {"start": 1850.41, "end": 1850.73, "word": " ستة", "probability": 0.9117838541666666}, {"start": 1850.73, "end": 1850.97, "word": " التانية", "probability": 0.7522786458333334}, {"start": 1850.97, "end": 1851.23, "word": " فاصلة", "probability": 0.9755859375}, {"start": 1851.23, "end": 1851.51, "word": " ستة", "probability": 0.9869791666666666}, {"start": 1851.51, "end": 1851.79, "word": " معناته", "probability": 0.8753255208333334}, {"start": 1851.79, "end": 1852.31, "word": " يطلع", "probability": 0.786468505859375}, {"start": 1852.31, "end": 1853.01, "word": " اكتر", "probability": 0.9327392578125}, {"start": 1853.01, "end": 1853.17, "word": " من", "probability": 0.99169921875}, {"start": 1853.17, "end": 1853.63, "word": " واحد", "probability": 0.991943359375}, {"start": 1853.63, "end": 1853.93, "word": " ل", "probability": 0.68603515625}, {"start": 1853.93, "end": 1854.39, "word": " Probability", "probability": 0.7027587890625}, {"start": 1854.39, "end": 1854.83, "word": " تبعتهم", "probability": 0.9365234375}, {"start": 1854.83, "end": 1855.11, "word": " اكيد", "probability": 0.875}, {"start": 1855.11, "end": 1855.27, "word": " مش", "probability": 0.98681640625}, {"start": 1855.27, "end": 1855.59, "word": " هيطلع", "probability": 0.91455078125}, {"start": 1855.59, "end": 1855.83, "word": " بهذا", "probability": 0.9794921875}, {"start": 1855.83, "end": 1856.17, "word": " الشكل", "probability": 0.988037109375}, {"start": 1856.17, "end": 1856.95, "word": " وعشان", "probability": 0.8985595703125}, {"start": 1856.95, "end": 1857.21, "word": " هيك", "probability": 0.951904296875}], "temperature": 1.0}, {"id": 78, "seek": 188181, "start": 1857.99, "end": 1881.81, "text": "من المناسب جدا أن نستخدم الـ Probabilistic OR في الحالة اللي عندنا و ال Probabilistic OR اللي هتيجي هنا هتكون كل واحدة مضروبة لسه في weight weight ل R ثلاثة weight ل R أربعة ل R عفوا أن جيت أشهد اللي جاي منها ستة R تلاتة و R ستة ال two values هدول الأصل أنه هيتدربوا ك neural network", "tokens": [27842, 9673, 8315, 35457, 10874, 28259, 14739, 8717, 14851, 9778, 40448, 2423, 39184, 8736, 5177, 3142, 19654, 8978, 21542, 6027, 3660, 13672, 1829, 43242, 8315, 4032, 2423, 8736, 5177, 3142, 19654, 13672, 1829, 8032, 31371, 7435, 1829, 34105, 8032, 2655, 30544, 28242, 36764, 24401, 3660, 3714, 11242, 32887, 49401, 5296, 3794, 3224, 8978, 3364, 3364, 5296, 497, 38637, 1211, 5718, 104, 3660, 3364, 5296, 497, 5551, 25513, 27884, 5296, 497, 6225, 5172, 14407, 14739, 10874, 36081, 5551, 8592, 3224, 3215, 13672, 1829, 10874, 47302, 9154, 11296, 8608, 2655, 3660, 497, 6055, 1211, 9307, 3660, 4032, 497, 8608, 2655, 3660, 2423, 732, 4190, 8032, 3215, 12610, 16247, 36520, 14739, 3224, 8032, 36081, 3215, 25513, 14407, 9122, 18161, 3209], "avg_logprob": -0.18008474980370473, "compression_ratio": 1.7114624505928853, "no_speech_prob": 0.0, "words": [{"start": 1857.99, "end": 1858.29, "word": "من", "probability": 0.921875}, {"start": 1858.29, "end": 1858.77, "word": " المناسب", "probability": 0.9943033854166666}, {"start": 1858.77, "end": 1859.05, "word": " جدا", "probability": 0.95556640625}, {"start": 1859.05, "end": 1859.23, "word": " أن", "probability": 0.417724609375}, {"start": 1859.23, "end": 1859.67, "word": " نستخدم", "probability": 0.9437255859375}, {"start": 1859.67, "end": 1860.09, "word": " الـ", "probability": 0.4752197265625}, {"start": 1860.09, "end": 1860.87, "word": " Probabilistic", "probability": 0.8194986979166666}, {"start": 1860.87, "end": 1861.57, "word": " OR", "probability": 0.39990234375}, {"start": 1861.57, "end": 1862.19, "word": " في", "probability": 0.8310546875}, {"start": 1862.19, "end": 1862.55, "word": " الحالة", "probability": 0.98388671875}, {"start": 1862.55, "end": 1862.65, "word": " اللي", "probability": 0.819580078125}, {"start": 1862.65, "end": 1863.07, "word": " عندنا", "probability": 0.895263671875}, {"start": 1863.07, "end": 1863.49, "word": " و", "probability": 0.34375}, {"start": 1863.49, "end": 1863.59, "word": " ال", "probability": 0.845703125}, {"start": 1863.59, "end": 1864.19, "word": " Probabilistic", "probability": 0.9537760416666666}, {"start": 1864.19, "end": 1864.49, "word": " OR", "probability": 0.94970703125}, {"start": 1864.49, "end": 1864.73, "word": " اللي", "probability": 0.886962890625}, {"start": 1864.73, "end": 1865.69, "word": " هتيجي", "probability": 0.8702392578125}, {"start": 1865.69, "end": 1866.05, "word": " هنا", "probability": 0.94189453125}, {"start": 1866.05, "end": 1866.77, "word": " هتكون", "probability": 0.9021809895833334}, {"start": 1866.77, "end": 1866.99, "word": " كل", "probability": 0.95751953125}, {"start": 1866.99, "end": 1867.25, "word": " واحدة", "probability": 0.9475911458333334}, {"start": 1867.25, "end": 1867.57, "word": " مضروبة", "probability": 0.95458984375}, {"start": 1867.57, "end": 1867.85, "word": " لسه", "probability": 0.9368489583333334}, {"start": 1867.85, "end": 1868.01, "word": " في", "probability": 0.9609375}, {"start": 1868.01, "end": 1868.53, "word": " weight", "probability": 0.78955078125}, {"start": 1868.53, "end": 1869.27, "word": " weight", "probability": 0.23828125}, {"start": 1869.27, "end": 1869.41, "word": " ل", "probability": 0.87158203125}, {"start": 1869.41, "end": 1869.59, "word": " R", "probability": 0.453369140625}, {"start": 1869.59, "end": 1870.39, "word": " ثلاثة", "probability": 0.822265625}, {"start": 1870.39, "end": 1870.85, "word": " weight", "probability": 0.7001953125}, {"start": 1870.85, "end": 1871.17, "word": " ل", "probability": 0.91162109375}, {"start": 1871.17, "end": 1871.35, "word": " R", "probability": 0.8154296875}, {"start": 1871.35, "end": 1871.89, "word": " أربعة", "probability": 0.92626953125}, {"start": 1871.89, "end": 1872.19, "word": " ل", "probability": 0.75439453125}, {"start": 1872.19, "end": 1872.39, "word": " R", "probability": 0.83349609375}, {"start": 1872.39, "end": 1872.67, "word": " عفوا", "probability": 0.9029947916666666}, {"start": 1872.67, "end": 1872.89, "word": " أن", "probability": 0.3427734375}, {"start": 1872.89, "end": 1873.17, "word": " جيت", "probability": 0.6807861328125}, {"start": 1873.17, "end": 1873.43, "word": " أشهد", "probability": 0.84814453125}, {"start": 1873.43, "end": 1873.53, "word": " اللي", "probability": 0.9248046875}, {"start": 1873.53, "end": 1873.65, "word": " جاي", "probability": 0.86572265625}, {"start": 1873.65, "end": 1873.83, "word": " منها", "probability": 0.9873046875}, {"start": 1873.83, "end": 1874.39, "word": " ستة", "probability": 0.9617513020833334}, {"start": 1874.39, "end": 1875.17, "word": " R", "probability": 0.822265625}, {"start": 1875.17, "end": 1875.61, "word": " تلاتة", "probability": 0.86865234375}, {"start": 1875.61, "end": 1875.69, "word": " و", "probability": 0.97900390625}, {"start": 1875.69, "end": 1875.83, "word": " R", "probability": 0.78564453125}, {"start": 1875.83, "end": 1876.35, "word": " ستة", "probability": 0.9650065104166666}, {"start": 1876.35, "end": 1877.09, "word": " ال", "probability": 0.958984375}, {"start": 1877.09, "end": 1877.37, "word": " two", "probability": 0.75439453125}, {"start": 1877.37, "end": 1877.81, "word": " values", "probability": 0.90380859375}, {"start": 1877.81, "end": 1878.33, "word": " هدول", "probability": 0.9431966145833334}, {"start": 1878.33, "end": 1879.51, "word": " الأصل", "probability": 0.82958984375}, {"start": 1879.51, "end": 1880.21, "word": " أنه", "probability": 0.718994140625}, {"start": 1880.21, "end": 1880.97, "word": " هيتدربوا", "probability": 0.94287109375}, {"start": 1880.97, "end": 1881.09, "word": " ك", "probability": 0.935546875}, {"start": 1881.09, "end": 1881.29, "word": " neural", "probability": 0.7666015625}, {"start": 1881.29, "end": 1881.81, "word": " network", "probability": 0.95458984375}], "temperature": 1.0}, {"id": 79, "seek": 191012, "start": 1882.64, "end": 1910.12, "text": "هيتدربوا ك neural network عشان نجيب أفضل قيمة لل 6 .. 1 .. 2 .. 3 .. 4 .. 5 .. 6 .. لل 6 قيم هدول أفضل قيم ممكنة لل 6 هدول بحيث أنه دائما تعطيني ناتج صح كويس فبنكون في الآخر كنتيجة لضرب هدف هدف و اللي هي ال mu R6 في WR6 و ال mu R3 في WR3 الناتج ده بحب هيطلع ليه MuC1 مجموع", "tokens": [3224, 36081, 3215, 25513, 14407, 9122, 18161, 3209, 6225, 8592, 7649, 8717, 7435, 1829, 3555, 5551, 5172, 11242, 1211, 12174, 32640, 3660, 24976, 1386, 4386, 502, 4386, 568, 4386, 805, 4386, 1017, 4386, 1025, 4386, 1386, 4386, 24976, 1386, 12174, 32640, 8032, 3215, 12610, 5551, 5172, 11242, 1211, 12174, 32640, 3714, 43020, 3660, 24976, 1386, 8032, 3215, 12610, 4724, 5016, 1829, 12984, 14739, 3224, 11778, 16373, 15042, 6055, 3615, 9566, 9957, 1829, 8717, 9307, 7435, 20328, 5016, 9122, 45865, 3794, 6156, 3555, 1863, 30544, 8978, 6024, 95, 34740, 9122, 29399, 1829, 7435, 3660, 5296, 11242, 25513, 8032, 3215, 5172, 8032, 3215, 5172, 4032, 13672, 1829, 39896, 2423, 2992, 497, 21, 8978, 44175, 21, 4032, 2423, 2992, 497, 18, 8978, 44175, 18, 28239, 9307, 7435, 11778, 3224, 4724, 5016, 3555, 39896, 9566, 1211, 3615, 32239, 3224, 15601, 34, 16, 3714, 7435, 2304, 45367], "avg_logprob": -0.23120628974654459, "compression_ratio": 1.6395348837209303, "no_speech_prob": 1.1920928955078125e-06, "words": [{"start": 1882.64, "end": 1883.24, "word": "هيتدربوا", "probability": 0.8873046875}, {"start": 1883.24, "end": 1883.34, "word": " ك", "probability": 0.89306640625}, {"start": 1883.34, "end": 1883.5, "word": " neural", "probability": 0.54833984375}, {"start": 1883.5, "end": 1883.98, "word": " network", "probability": 0.927734375}, {"start": 1883.98, "end": 1884.4, "word": " عشان", "probability": 0.9480794270833334}, {"start": 1884.4, "end": 1884.66, "word": " نجيب", "probability": 0.9237060546875}, {"start": 1884.66, "end": 1885.34, "word": " أفضل", "probability": 0.949951171875}, {"start": 1885.34, "end": 1886.18, "word": " قيمة", "probability": 0.9729817708333334}, {"start": 1886.18, "end": 1886.34, "word": " لل", "probability": 0.73876953125}, {"start": 1886.34, "end": 1886.9, "word": " 6", "probability": 0.286376953125}, {"start": 1886.9, "end": 1886.98, "word": " ..", "probability": 0.4560546875}, {"start": 1886.98, "end": 1887.2, "word": " 1", "probability": 0.430908203125}, {"start": 1887.2, "end": 1887.32, "word": " ..", "probability": 0.6396484375}, {"start": 1887.32, "end": 1887.5, "word": " 2", "probability": 0.73583984375}, {"start": 1887.5, "end": 1887.6, "word": " ..", "probability": 0.98779296875}, {"start": 1887.6, "end": 1887.84, "word": " 3", "probability": 0.7763671875}, {"start": 1887.84, "end": 1887.96, "word": " ..", "probability": 0.986328125}, {"start": 1887.96, "end": 1888.18, "word": " 4", "probability": 0.8828125}, {"start": 1888.18, "end": 1888.26, "word": " ..", "probability": 0.98974609375}, {"start": 1888.26, "end": 1888.4, "word": " 5", "probability": 0.8837890625}, {"start": 1888.4, "end": 1888.44, "word": " ..", "probability": 0.98486328125}, {"start": 1888.44, "end": 1888.56, "word": " 6", "probability": 0.87548828125}, {"start": 1888.56, "end": 1888.7, "word": " ..", "probability": 0.88232421875}, {"start": 1888.7, "end": 1888.88, "word": " لل", "probability": 0.7294921875}, {"start": 1888.88, "end": 1889.12, "word": " 6", "probability": 0.88916015625}, {"start": 1889.12, "end": 1889.46, "word": " قيم", "probability": 0.94091796875}, {"start": 1889.46, "end": 1889.84, "word": " هدول", "probability": 0.8951822916666666}, {"start": 1889.84, "end": 1890.92, "word": " أفضل", "probability": 0.863037109375}, {"start": 1890.92, "end": 1891.16, "word": " قيم", "probability": 0.97265625}, {"start": 1891.16, "end": 1891.86, "word": " ممكنة", "probability": 0.9612630208333334}, {"start": 1891.86, "end": 1892.2, "word": " لل", "probability": 0.9072265625}, {"start": 1892.2, "end": 1892.5, "word": " 6", "probability": 0.91455078125}, {"start": 1892.5, "end": 1892.8, "word": " هدول", "probability": 0.9856770833333334}, {"start": 1892.8, "end": 1893.1, "word": " بحيث", "probability": 0.9622802734375}, {"start": 1893.1, "end": 1893.28, "word": " أنه", "probability": 0.721435546875}, {"start": 1893.28, "end": 1893.48, "word": " دائما", "probability": 0.7888997395833334}, {"start": 1893.48, "end": 1893.96, "word": " تعطيني", "probability": 0.78203125}, {"start": 1893.96, "end": 1894.22, "word": " ناتج", "probability": 0.865234375}, {"start": 1894.22, "end": 1894.6, "word": " صح", "probability": 0.994384765625}, {"start": 1894.6, "end": 1895.4, "word": " كويس", "probability": 0.8304850260416666}, {"start": 1895.4, "end": 1896.74, "word": " فبنكون", "probability": 0.9326171875}, {"start": 1896.74, "end": 1896.88, "word": " في", "probability": 0.93212890625}, {"start": 1896.88, "end": 1897.3, "word": " الآخر", "probability": 0.9475911458333334}, {"start": 1897.3, "end": 1898.26, "word": " كنتيجة", "probability": 0.87724609375}, {"start": 1898.26, "end": 1898.62, "word": " لضرب", "probability": 0.9749348958333334}, {"start": 1898.62, "end": 1898.94, "word": " هدف", "probability": 0.720703125}, {"start": 1898.94, "end": 1899.32, "word": " هدف", "probability": 0.598388671875}, {"start": 1899.32, "end": 1899.66, "word": " و", "probability": 0.65966796875}, {"start": 1899.66, "end": 1899.96, "word": " اللي", "probability": 0.798095703125}, {"start": 1899.96, "end": 1900.24, "word": " هي", "probability": 0.64697265625}, {"start": 1900.24, "end": 1900.38, "word": " ال", "probability": 0.419189453125}, {"start": 1900.38, "end": 1900.52, "word": " mu", "probability": 0.12359619140625}, {"start": 1900.52, "end": 1901.18, "word": " R6", "probability": 0.654541015625}, {"start": 1901.18, "end": 1901.68, "word": " في", "probability": 0.88037109375}, {"start": 1901.68, "end": 1902.54, "word": " WR6", "probability": 0.8662109375}, {"start": 1902.54, "end": 1902.98, "word": " و", "probability": 0.93701171875}, {"start": 1902.98, "end": 1903.1, "word": " ال", "probability": 0.386474609375}, {"start": 1903.1, "end": 1903.3, "word": " mu", "probability": 0.705078125}, {"start": 1903.3, "end": 1903.92, "word": " R3", "probability": 0.9560546875}, {"start": 1903.92, "end": 1904.12, "word": " في", "probability": 0.98291015625}, {"start": 1904.12, "end": 1905.24, "word": " WR3", "probability": 0.98681640625}, {"start": 1905.24, "end": 1906.08, "word": " الناتج", "probability": 0.8634440104166666}, {"start": 1906.08, "end": 1906.22, "word": " ده", "probability": 0.93701171875}, {"start": 1906.22, "end": 1906.4, "word": " بحب", "probability": 0.522216796875}, {"start": 1906.4, "end": 1906.78, "word": " هيطلع", "probability": 0.8199462890625}, {"start": 1906.78, "end": 1907.0, "word": " ليه", "probability": 0.609619140625}, {"start": 1907.0, "end": 1908.86, "word": " MuC1", "probability": 0.5960286458333334}, {"start": 1908.86, "end": 1910.12, "word": " مجموع", "probability": 0.8580322265625}], "temperature": 1.0}, {"id": 80, "seek": 193135, "start": 1910.67, "end": 1931.35, "text": "C1 اللي جاية من الكل اللي جاية من الكل نفس الكلام لـC2 فهتجين هنا Mu لـC2 اللي جاية من نواتج كل ال rules عشان نحصل هنا على Mu خاصة بـC1 وC2", "tokens": [34, 16, 13672, 1829, 10874, 995, 10632, 9154, 2423, 28820, 13672, 1829, 10874, 995, 10632, 9154, 2423, 28820, 8717, 36178, 2423, 28820, 10943, 5296, 39184, 34, 17, 6156, 3224, 2655, 7435, 9957, 34105, 15601, 5296, 39184, 34, 17, 13672, 1829, 10874, 995, 10632, 9154, 8717, 2407, 9307, 7435, 28242, 2423, 4474, 6225, 8592, 7649, 8717, 5016, 36520, 34105, 15844, 15601, 16490, 33546, 3660, 4724, 39184, 34, 16, 4032, 34, 17], "avg_logprob": -0.14315581027890595, "compression_ratio": 1.708955223880597, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1910.67, "end": 1911.25, "word": "C1", "probability": 0.77001953125}, {"start": 1911.25, "end": 1911.51, "word": " اللي", "probability": 0.84765625}, {"start": 1911.51, "end": 1911.73, "word": " جاية", "probability": 0.80908203125}, {"start": 1911.73, "end": 1911.87, "word": " من", "probability": 0.990234375}, {"start": 1911.87, "end": 1912.31, "word": " الكل", "probability": 0.900634765625}, {"start": 1912.31, "end": 1912.87, "word": " اللي", "probability": 0.880126953125}, {"start": 1912.87, "end": 1913.09, "word": " جاية", "probability": 0.7451171875}, {"start": 1913.09, "end": 1913.29, "word": " من", "probability": 0.9580078125}, {"start": 1913.29, "end": 1913.87, "word": " الكل", "probability": 0.9326171875}, {"start": 1913.87, "end": 1914.33, "word": " نفس", "probability": 0.976318359375}, {"start": 1914.33, "end": 1914.71, "word": " الكلام", "probability": 0.9715169270833334}, {"start": 1914.71, "end": 1915.21, "word": " لـC2", "probability": 0.78460693359375}, {"start": 1915.21, "end": 1916.05, "word": " فهتجين", "probability": 0.708447265625}, {"start": 1916.05, "end": 1916.33, "word": " هنا", "probability": 0.986328125}, {"start": 1916.33, "end": 1916.85, "word": " Mu", "probability": 0.433349609375}, {"start": 1916.85, "end": 1917.59, "word": " لـC2", "probability": 0.937744140625}, {"start": 1917.59, "end": 1918.15, "word": " اللي", "probability": 0.97216796875}, {"start": 1918.15, "end": 1918.45, "word": " جاية", "probability": 0.8610026041666666}, {"start": 1918.45, "end": 1918.85, "word": " من", "probability": 0.9912109375}, {"start": 1918.85, "end": 1920.29, "word": " نواتج", "probability": 0.931884765625}, {"start": 1920.29, "end": 1920.65, "word": " كل", "probability": 0.9853515625}, {"start": 1920.65, "end": 1920.83, "word": " ال", "probability": 0.98095703125}, {"start": 1920.83, "end": 1921.17, "word": " rules", "probability": 0.81982421875}, {"start": 1921.17, "end": 1921.73, "word": " عشان", "probability": 0.9500325520833334}, {"start": 1921.73, "end": 1922.39, "word": " نحصل", "probability": 0.8740234375}, {"start": 1922.39, "end": 1922.63, "word": " هنا", "probability": 0.92529296875}, {"start": 1922.63, "end": 1922.97, "word": " على", "probability": 0.87158203125}, {"start": 1922.97, "end": 1923.91, "word": " Mu", "probability": 0.86572265625}, {"start": 1923.91, "end": 1926.09, "word": " خاصة", "probability": 0.97900390625}, {"start": 1926.09, "end": 1929.95, "word": " بـC1", "probability": 0.914794921875}, {"start": 1929.95, "end": 1931.35, "word": " وC2", "probability": 0.89599609375}], "temperature": 1.0}, {"id": 81, "seek": 196197, "start": 1932.89, "end": 1961.97, "text": "فبنكون حصلنا على C1 و C2 هاي الـ C1 و بعد ما ضربنا لميو تاعتها نفترض هتكون بهذا الشكل التانية هنا الـ C2 ممكن تكون يعني and ال center هنا بهذا الشكل فهنجد أنه الناتج طلع بهذا الشكل تمام الان الناتج اللي ظهر بهذا الشكل زي ما عملنا في الفزي أنا بحتاج أجيبله ال center of the graffiti", "tokens": [5172, 3555, 1863, 30544, 11331, 36520, 8315, 15844, 383, 16, 4032, 383, 17, 8032, 47302, 2423, 39184, 383, 16, 4032, 39182, 19446, 48812, 25513, 8315, 32767, 1829, 2407, 6055, 995, 34268, 11296, 8717, 5172, 2655, 43042, 8032, 2655, 30544, 39627, 15730, 25124, 28820, 16712, 7649, 10632, 34105, 2423, 39184, 383, 17, 3714, 43020, 6055, 30544, 37495, 22653, 293, 2423, 3056, 34105, 39627, 15730, 25124, 28820, 6156, 3224, 1863, 7435, 3215, 14739, 3224, 2423, 8315, 2655, 7435, 23032, 1211, 3615, 39627, 15730, 25124, 28820, 46811, 10943, 2423, 7649, 2423, 8315, 2655, 7435, 13672, 1829, 1357, 116, 3224, 2288, 39627, 15730, 25124, 28820, 30767, 1829, 19446, 6225, 42213, 8315, 8978, 27188, 11622, 1829, 41850, 4724, 33753, 26108, 5551, 7435, 1829, 3555, 43761, 2423, 3056, 295, 264, 40531], "avg_logprob": -0.1960565439528889, "compression_ratio": 1.8987854251012146, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1932.89, "end": 1933.35, "word": "فبنكون", "probability": 0.8685302734375}, {"start": 1933.35, "end": 1933.71, "word": " حصلنا", "probability": 0.9295247395833334}, {"start": 1933.71, "end": 1933.87, "word": " على", "probability": 0.87158203125}, {"start": 1933.87, "end": 1934.29, "word": " C1", "probability": 0.7244873046875}, {"start": 1934.29, "end": 1934.49, "word": " و", "probability": 0.9453125}, {"start": 1934.49, "end": 1934.89, "word": " C2", "probability": 0.838134765625}, {"start": 1934.89, "end": 1935.53, "word": " هاي", "probability": 0.569091796875}, {"start": 1935.53, "end": 1935.81, "word": " الـ", "probability": 0.741455078125}, {"start": 1935.81, "end": 1936.23, "word": " C1", "probability": 0.82177734375}, {"start": 1936.23, "end": 1936.73, "word": " و", "probability": 0.708984375}, {"start": 1936.73, "end": 1937.15, "word": " بعد", "probability": 0.95458984375}, {"start": 1937.15, "end": 1937.29, "word": " ما", "probability": 0.751953125}, {"start": 1937.29, "end": 1937.65, "word": " ضربنا", "probability": 0.9918619791666666}, {"start": 1937.65, "end": 1938.03, "word": " لميو", "probability": 0.5857747395833334}, {"start": 1938.03, "end": 1938.49, "word": " تاعتها", "probability": 0.783477783203125}, {"start": 1938.49, "end": 1939.01, "word": " نفترض", "probability": 0.9547119140625}, {"start": 1939.01, "end": 1939.33, "word": " هتكون", "probability": 0.92724609375}, {"start": 1939.33, "end": 1939.61, "word": " بهذا", "probability": 0.9755859375}, {"start": 1939.61, "end": 1940.01, "word": " الشكل", "probability": 0.99267578125}, {"start": 1940.01, "end": 1941.49, "word": " التانية", "probability": 0.9122721354166666}, {"start": 1941.49, "end": 1941.71, "word": " هنا", "probability": 0.78857421875}, {"start": 1941.71, "end": 1942.01, "word": " الـ", "probability": 0.848876953125}, {"start": 1942.01, "end": 1942.31, "word": " C2", "probability": 0.91943359375}, {"start": 1942.31, "end": 1942.89, "word": " ممكن", "probability": 0.982177734375}, {"start": 1942.89, "end": 1943.31, "word": " تكون", "probability": 0.99072265625}, {"start": 1943.31, "end": 1944.07, "word": " يعني", "probability": 0.7183837890625}, {"start": 1944.07, "end": 1944.43, "word": " and", "probability": 0.341064453125}, {"start": 1944.43, "end": 1944.59, "word": " ال", "probability": 0.73291015625}, {"start": 1944.59, "end": 1944.79, "word": " center", "probability": 0.57275390625}, {"start": 1944.79, "end": 1944.99, "word": " هنا", "probability": 0.904296875}, {"start": 1944.99, "end": 1945.35, "word": " بهذا", "probability": 0.982666015625}, {"start": 1945.35, "end": 1945.77, "word": " الشكل", "probability": 0.98974609375}, {"start": 1945.77, "end": 1949.51, "word": " فهنجد", "probability": 0.878466796875}, {"start": 1949.51, "end": 1949.83, "word": " أنه", "probability": 0.581787109375}, {"start": 1949.83, "end": 1950.49, "word": " الناتج", "probability": 0.8450927734375}, {"start": 1950.49, "end": 1951.21, "word": " طلع", "probability": 0.9847005208333334}, {"start": 1951.21, "end": 1951.53, "word": " بهذا", "probability": 0.989501953125}, {"start": 1951.53, "end": 1951.91, "word": " الشكل", "probability": 0.988525390625}, {"start": 1951.91, "end": 1954.15, "word": " تمام", "probability": 0.97216796875}, {"start": 1954.15, "end": 1955.13, "word": " الان", "probability": 0.52044677734375}, {"start": 1955.13, "end": 1955.53, "word": " الناتج", "probability": 0.9202880859375}, {"start": 1955.53, "end": 1955.67, "word": " اللي", "probability": 0.906005859375}, {"start": 1955.67, "end": 1955.93, "word": " ظهر", "probability": 0.9588623046875}, {"start": 1955.93, "end": 1956.21, "word": " بهذا", "probability": 0.984619140625}, {"start": 1956.21, "end": 1956.67, "word": " الشكل", "probability": 0.99072265625}, {"start": 1956.67, "end": 1959.11, "word": " زي", "probability": 0.989013671875}, {"start": 1959.11, "end": 1959.21, "word": " ما", "probability": 0.986328125}, {"start": 1959.21, "end": 1959.45, "word": " عملنا", "probability": 0.9689127604166666}, {"start": 1959.45, "end": 1959.55, "word": " في", "probability": 0.93896484375}, {"start": 1959.55, "end": 1959.89, "word": " الفزي", "probability": 0.6753743489583334}, {"start": 1959.89, "end": 1960.15, "word": " أنا", "probability": 0.62841796875}, {"start": 1960.15, "end": 1960.45, "word": " بحتاج", "probability": 0.9332682291666666}, {"start": 1960.45, "end": 1960.89, "word": " أجيبله", "probability": 0.85185546875}, {"start": 1960.89, "end": 1961.13, "word": " ال", "probability": 0.94775390625}, {"start": 1961.13, "end": 1961.39, "word": " center", "probability": 0.7001953125}, {"start": 1961.39, "end": 1961.59, "word": " of", "probability": 0.98046875}, {"start": 1961.59, "end": 1961.67, "word": " the", "probability": 0.19482421875}, {"start": 1961.67, "end": 1961.97, "word": " graffiti", "probability": 0.63037109375}], "temperature": 1.0}, {"id": 82, "seek": 197306, "start": 1962.98, "end": 1973.06, "text": "الـ Center of Gravity محتاج أجبله Center of Gravity وهذه هي الخطوة الخامسة اللي هي جزئية ال De-Fossification", "tokens": [6027, 39184, 5169, 295, 49478, 3714, 33753, 26108, 5551, 7435, 36150, 3224, 5169, 295, 49478, 37037, 24192, 39896, 33962, 9566, 2407, 3660, 33962, 10943, 3794, 3660, 13672, 1829, 39896, 10874, 11622, 19986, 10632, 2423, 1346, 12, 37, 772, 3774], "avg_logprob": -0.37910155579447746, "compression_ratio": 1.2644628099173554, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 1962.98, "end": 1963.2, "word": "الـ", "probability": 0.297607421875}, {"start": 1963.2, "end": 1963.42, "word": " Center", "probability": 0.5673828125}, {"start": 1963.42, "end": 1963.78, "word": " of", "probability": 0.88720703125}, {"start": 1963.78, "end": 1964.38, "word": " Gravity", "probability": 0.650390625}, {"start": 1964.38, "end": 1965.1, "word": " محتاج", "probability": 0.84033203125}, {"start": 1965.1, "end": 1966.3, "word": " أجبله", "probability": 0.6917724609375}, {"start": 1966.3, "end": 1966.54, "word": " Center", "probability": 0.73388671875}, {"start": 1966.54, "end": 1966.72, "word": " of", "probability": 0.92138671875}, {"start": 1966.72, "end": 1967.14, "word": " Gravity", "probability": 0.9365234375}, {"start": 1967.14, "end": 1967.72, "word": " وهذه", "probability": 0.759521484375}, {"start": 1967.72, "end": 1968.08, "word": " هي", "probability": 0.421875}, {"start": 1968.08, "end": 1970.04, "word": " الخطوة", "probability": 0.8779296875}, {"start": 1970.04, "end": 1971.3, "word": " الخامسة", "probability": 0.96875}, {"start": 1971.3, "end": 1971.48, "word": " اللي", "probability": 0.5240478515625}, {"start": 1971.48, "end": 1971.66, "word": " هي", "probability": 0.93359375}, {"start": 1971.66, "end": 1972.12, "word": " جزئية", "probability": 0.8104248046875}, {"start": 1972.12, "end": 1972.26, "word": " ال", "probability": 0.57861328125}, {"start": 1972.26, "end": 1972.38, "word": " De", "probability": 0.172607421875}, {"start": 1972.38, "end": 1973.06, "word": "-Fossification", "probability": 0.6995849609375}], "temperature": 1.0}, {"id": 83, "seek": 200293, "start": 1976.21, "end": 2002.93, "text": "ففي الحالة هذه كل نيوران في اللاير هذه اللي هيكون ك single output ل ال system ككل فكل واحدة منهم هي تعتبر output خاص بحد ذاتها زي ما قلنا هنعمل clipping لمجموعة ال inputs تعونها كل input جيها clipped بناء على ال ميوه تبعته اللي هي هنا كمان مرة", "tokens": [5172, 41185, 21542, 6027, 3660, 29538, 28242, 8717, 1829, 13063, 7649, 8978, 13672, 995, 13546, 29538, 13672, 1829, 39896, 30544, 9122, 2167, 5598, 5296, 2423, 1185, 9122, 28820, 6156, 28820, 36764, 24401, 3660, 9154, 16095, 39896, 6055, 34268, 26890, 5598, 16490, 33546, 4724, 24401, 29910, 9307, 11296, 30767, 1829, 19446, 12174, 1211, 8315, 8032, 1863, 25957, 1211, 49320, 5296, 2304, 7435, 2304, 2407, 27884, 2423, 15743, 37279, 11536, 11296, 28242, 4846, 10874, 1829, 11296, 596, 5529, 44945, 16606, 15844, 2423, 3714, 1829, 2407, 3224, 6055, 3555, 34268, 3224, 13672, 1829, 39896, 34105, 9122, 2304, 7649, 3714, 25720], "avg_logprob": -0.22018494274543257, "compression_ratio": 1.6943231441048034, "no_speech_prob": 0.0, "words": [{"start": 1976.21, "end": 1977.05, "word": "ففي", "probability": 0.771728515625}, {"start": 1977.05, "end": 1977.43, "word": " الحالة", "probability": 0.9845377604166666}, {"start": 1977.43, "end": 1977.77, "word": " هذه", "probability": 0.8837890625}, {"start": 1977.77, "end": 1978.23, "word": " كل", "probability": 0.83837890625}, {"start": 1978.23, "end": 1978.63, "word": " نيوران", "probability": 0.59283447265625}, {"start": 1978.63, "end": 1978.75, "word": " في", "probability": 0.9345703125}, {"start": 1978.75, "end": 1979.05, "word": " اللاير", "probability": 0.7178548177083334}, {"start": 1979.05, "end": 1979.49, "word": " هذه", "probability": 0.68798828125}, {"start": 1979.49, "end": 1980.17, "word": " اللي", "probability": 0.6270751953125}, {"start": 1980.17, "end": 1980.71, "word": " هيكون", "probability": 0.912841796875}, {"start": 1980.71, "end": 1980.83, "word": " ك", "probability": 0.90966796875}, {"start": 1980.83, "end": 1981.11, "word": " single", "probability": 0.86181640625}, {"start": 1981.11, "end": 1981.79, "word": " output", "probability": 0.97265625}, {"start": 1981.79, "end": 1982.33, "word": " ل", "probability": 0.70849609375}, {"start": 1982.33, "end": 1983.01, "word": " ال", "probability": 0.4013671875}, {"start": 1983.01, "end": 1983.39, "word": " system", "probability": 0.95654296875}, {"start": 1983.39, "end": 1983.93, "word": " ككل", "probability": 0.94873046875}, {"start": 1983.93, "end": 1984.47, "word": " فكل", "probability": 0.925048828125}, {"start": 1984.47, "end": 1984.69, "word": " واحدة", "probability": 0.978515625}, {"start": 1984.69, "end": 1984.87, "word": " منهم", "probability": 0.894287109375}, {"start": 1984.87, "end": 1984.99, "word": " هي", "probability": 0.7548828125}, {"start": 1984.99, "end": 1985.41, "word": " تعتبر", "probability": 0.9532877604166666}, {"start": 1985.41, "end": 1986.29, "word": " output", "probability": 0.9892578125}, {"start": 1986.29, "end": 1986.69, "word": " خاص", "probability": 0.99169921875}, {"start": 1986.69, "end": 1986.97, "word": " بحد", "probability": 0.951904296875}, {"start": 1986.97, "end": 1987.29, "word": " ذاتها", "probability": 0.9768880208333334}, {"start": 1987.29, "end": 1987.67, "word": " زي", "probability": 0.84228515625}, {"start": 1987.67, "end": 1987.73, "word": " ما", "probability": 0.96728515625}, {"start": 1987.73, "end": 1987.91, "word": " قلنا", "probability": 0.92333984375}, {"start": 1987.91, "end": 1988.23, "word": " هنعمل", "probability": 0.8878173828125}, {"start": 1988.23, "end": 1988.71, "word": " clipping", "probability": 0.83154296875}, {"start": 1988.71, "end": 1990.11, "word": " لمجموعة", "probability": 0.879638671875}, {"start": 1990.11, "end": 1990.37, "word": " ال", "probability": 0.93603515625}, {"start": 1990.37, "end": 1990.85, "word": " inputs", "probability": 0.79541015625}, {"start": 1990.85, "end": 1991.73, "word": " تعونها", "probability": 0.927734375}, {"start": 1991.73, "end": 1992.49, "word": " كل", "probability": 0.75439453125}, {"start": 1992.49, "end": 1993.05, "word": " input", "probability": 0.970703125}, {"start": 1993.05, "end": 1993.67, "word": " جيها", "probability": 0.7428385416666666}, {"start": 1993.67, "end": 1996.77, "word": " clipped", "probability": 0.6116943359375}, {"start": 1996.77, "end": 1998.03, "word": " بناء", "probability": 0.9208984375}, {"start": 1998.03, "end": 1998.23, "word": " على", "probability": 0.6044921875}, {"start": 1998.23, "end": 1999.05, "word": " ال", "probability": 0.521484375}, {"start": 1999.05, "end": 1999.49, "word": " ميوه", "probability": 0.62799072265625}, {"start": 1999.49, "end": 1999.99, "word": " تبعته", "probability": 0.9273681640625}, {"start": 1999.99, "end": 2002.01, "word": " اللي", "probability": 0.5653076171875}, {"start": 2002.01, "end": 2002.15, "word": " هي", "probability": 0.59814453125}, {"start": 2002.15, "end": 2002.37, "word": " هنا", "probability": 0.95556640625}, {"start": 2002.37, "end": 2002.65, "word": " كمان", "probability": 0.9773763020833334}, {"start": 2002.65, "end": 2002.93, "word": " مرة", "probability": 0.979736328125}], "temperature": 1.0}, {"id": 84, "seek": 202352, "start": 2004.36, "end": 2023.52, "text": "هدول جاييني هنا eclipped الحقيقة من القيم اللي جايهم ك eclipped هنا فانا بتكلم عن ال liar هذه اللي هي الخامسة فكل قيمة جاياها هي eclipped eclipped بقيمة جديش ميو سي واحد هي مقطوعة", "tokens": [3224, 3215, 12610, 10874, 47302, 9957, 1829, 34105, 308, 3474, 5529, 21542, 38436, 28671, 9154, 25062, 32640, 13672, 1829, 10874, 47302, 16095, 9122, 308, 3474, 5529, 34105, 6156, 7649, 995, 39894, 4117, 19528, 18871, 2423, 27323, 29538, 13672, 1829, 39896, 33962, 10943, 3794, 3660, 6156, 28820, 12174, 32640, 3660, 10874, 47302, 995, 11296, 39896, 308, 3474, 5529, 308, 3474, 5529, 4724, 4587, 32640, 3660, 10874, 16254, 8592, 3714, 1829, 2407, 8608, 1829, 36764, 24401, 39896, 3714, 47432, 2407, 27884], "avg_logprob": -0.26406249962747097, "compression_ratio": 1.7409638554216869, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 2004.36, "end": 2004.84, "word": "هدول", "probability": 0.7628580729166666}, {"start": 2004.84, "end": 2005.48, "word": " جاييني", "probability": 0.6571044921875}, {"start": 2005.48, "end": 2006.32, "word": " هنا", "probability": 0.9189453125}, {"start": 2006.32, "end": 2006.88, "word": " eclipped", "probability": 0.3800048828125}, {"start": 2006.88, "end": 2007.42, "word": " الحقيقة", "probability": 0.9505208333333334}, {"start": 2007.42, "end": 2007.88, "word": " من", "probability": 0.8779296875}, {"start": 2007.88, "end": 2008.36, "word": " القيم", "probability": 0.904296875}, {"start": 2008.36, "end": 2008.52, "word": " اللي", "probability": 0.900634765625}, {"start": 2008.52, "end": 2008.94, "word": " جايهم", "probability": 0.7696940104166666}, {"start": 2008.94, "end": 2009.52, "word": " ك", "probability": 0.7470703125}, {"start": 2009.52, "end": 2010.02, "word": " eclipped", "probability": 0.6442057291666666}, {"start": 2010.02, "end": 2010.3, "word": " هنا", "probability": 0.9541015625}, {"start": 2010.3, "end": 2011.18, "word": " فانا", "probability": 0.8408203125}, {"start": 2011.18, "end": 2011.52, "word": " بتكلم", "probability": 0.92333984375}, {"start": 2011.52, "end": 2011.7, "word": " عن", "probability": 0.99560546875}, {"start": 2011.7, "end": 2011.8, "word": " ال", "probability": 0.9541015625}, {"start": 2011.8, "end": 2012.04, "word": " liar", "probability": 0.7783203125}, {"start": 2012.04, "end": 2012.52, "word": " هذه", "probability": 0.630859375}, {"start": 2012.52, "end": 2014.18, "word": " اللي", "probability": 0.96435546875}, {"start": 2014.18, "end": 2014.28, "word": " هي", "probability": 0.92578125}, {"start": 2014.28, "end": 2015.02, "word": " الخامسة", "probability": 0.966552734375}, {"start": 2015.02, "end": 2016.02, "word": " فكل", "probability": 0.976806640625}, {"start": 2016.02, "end": 2016.52, "word": " قيمة", "probability": 0.966796875}, {"start": 2016.52, "end": 2017.06, "word": " جاياها", "probability": 0.7862548828125}, {"start": 2017.06, "end": 2017.38, "word": " هي", "probability": 0.88671875}, {"start": 2017.38, "end": 2017.84, "word": " eclipped", "probability": 0.75}, {"start": 2017.84, "end": 2018.64, "word": " eclipped", "probability": 0.693115234375}, {"start": 2018.64, "end": 2019.0, "word": " بقيمة", "probability": 0.9188232421875}, {"start": 2019.0, "end": 2019.48, "word": " جديش", "probability": 0.8385416666666666}, {"start": 2019.48, "end": 2020.28, "word": " ميو", "probability": 0.43115234375}, {"start": 2020.28, "end": 2020.42, "word": " سي", "probability": 0.954833984375}, {"start": 2020.42, "end": 2020.92, "word": " واحد", "probability": 0.984619140625}, {"start": 2020.92, "end": 2021.56, "word": " هي", "probability": 0.67724609375}, {"start": 2021.56, "end": 2023.52, "word": " مقطوعة", "probability": 0.8682861328125}], "temperature": 1.0}, {"id": 85, "seek": 204369, "start": 2024.15, "end": 2043.69, "text": "ممكن تكون لفوق لتحت حسب جدش ال membership value طبعته طيب ال MUC2 برضه هي clipped على اعتبار ان احنا قولنا هي الأسهل ان استخدم ال clipping مش ال scaling يعني الأسهل و الدرجة فبرضه نفس الكلام تجميع الاتنين ال clipped اتنين مع بعض و بنعملهم عملية", "tokens": [2304, 43020, 6055, 30544, 5296, 5172, 30543, 5296, 2655, 33753, 11331, 35457, 10874, 3215, 8592, 2423, 16560, 2158, 23032, 3555, 34268, 3224, 23032, 1829, 3555, 2423, 376, 23967, 17, 4724, 43042, 3224, 39896, 596, 5529, 15844, 1975, 34268, 3555, 9640, 16472, 1975, 5016, 8315, 12174, 12610, 8315, 39896, 16247, 3794, 3224, 1211, 16472, 1975, 14851, 9778, 40448, 2423, 49320, 37893, 2423, 21589, 37495, 22653, 16247, 3794, 3224, 1211, 4032, 32748, 47341, 3660, 6156, 26890, 11242, 3224, 8717, 36178, 2423, 28820, 10943, 6055, 7435, 2304, 40228, 2423, 9307, 1863, 9957, 2423, 596, 5529, 1975, 2655, 1863, 9957, 20449, 45030, 11242, 4032, 44945, 25957, 1211, 16095, 6225, 42213, 10632], "avg_logprob": -0.2160011556137491, "compression_ratio": 1.628099173553719, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 2024.15, "end": 2024.49, "word": "ممكن", "probability": 0.869873046875}, {"start": 2024.49, "end": 2024.87, "word": " تكون", "probability": 0.97705078125}, {"start": 2024.87, "end": 2025.67, "word": " لفوق", "probability": 0.8963216145833334}, {"start": 2025.67, "end": 2026.11, "word": " لتحت", "probability": 0.9295247395833334}, {"start": 2026.11, "end": 2026.47, "word": " حسب", "probability": 0.972900390625}, {"start": 2026.47, "end": 2027.63, "word": " جدش", "probability": 0.623291015625}, {"start": 2027.63, "end": 2027.75, "word": " ال", "probability": 0.88916015625}, {"start": 2027.75, "end": 2028.07, "word": " membership", "probability": 0.64111328125}, {"start": 2028.07, "end": 2028.85, "word": " value", "probability": 0.9814453125}, {"start": 2028.85, "end": 2029.35, "word": " طبعته", "probability": 0.8048095703125}, {"start": 2029.35, "end": 2030.03, "word": " طيب", "probability": 0.7721354166666666}, {"start": 2030.03, "end": 2030.49, "word": " ال", "probability": 0.62109375}, {"start": 2030.49, "end": 2031.11, "word": " MUC2", "probability": 0.4878336588541667}, {"start": 2031.11, "end": 2031.61, "word": " برضه", "probability": 0.9547526041666666}, {"start": 2031.61, "end": 2031.91, "word": " هي", "probability": 0.74267578125}, {"start": 2031.91, "end": 2032.57, "word": " clipped", "probability": 0.6392822265625}, {"start": 2032.57, "end": 2032.97, "word": " على", "probability": 0.71435546875}, {"start": 2032.97, "end": 2033.27, "word": " اعتبار", "probability": 0.960205078125}, {"start": 2033.27, "end": 2033.39, "word": " ان", "probability": 0.669921875}, {"start": 2033.39, "end": 2033.53, "word": " احنا", "probability": 0.857421875}, {"start": 2033.53, "end": 2033.75, "word": " قولنا", "probability": 0.8427734375}, {"start": 2033.75, "end": 2033.89, "word": " هي", "probability": 0.61767578125}, {"start": 2033.89, "end": 2034.41, "word": " الأسهل", "probability": 0.8736572265625}, {"start": 2034.41, "end": 2034.93, "word": " ان", "probability": 0.64453125}, {"start": 2034.93, "end": 2035.51, "word": " استخدم", "probability": 0.8714599609375}, {"start": 2035.51, "end": 2035.69, "word": " ال", "probability": 0.88427734375}, {"start": 2035.69, "end": 2036.01, "word": " clipping", "probability": 0.95947265625}, {"start": 2036.01, "end": 2036.29, "word": " مش", "probability": 0.90673828125}, {"start": 2036.29, "end": 2036.39, "word": " ال", "probability": 0.9580078125}, {"start": 2036.39, "end": 2036.77, "word": " scaling", "probability": 0.9443359375}, {"start": 2036.77, "end": 2037.39, "word": " يعني", "probability": 0.883056640625}, {"start": 2037.39, "end": 2037.87, "word": " الأسهل", "probability": 0.974853515625}, {"start": 2037.87, "end": 2037.97, "word": " و", "probability": 0.498046875}, {"start": 2037.97, "end": 2038.49, "word": " الدرجة", "probability": 0.9622395833333334}, {"start": 2038.49, "end": 2039.55, "word": " فبرضه", "probability": 0.882568359375}, {"start": 2039.55, "end": 2039.77, "word": " نفس", "probability": 0.995849609375}, {"start": 2039.77, "end": 2040.13, "word": " الكلام", "probability": 0.9720052083333334}, {"start": 2040.13, "end": 2040.57, "word": " تجميع", "probability": 0.8819580078125}, {"start": 2040.57, "end": 2041.07, "word": " الاتنين", "probability": 0.7403564453125}, {"start": 2041.07, "end": 2041.23, "word": " ال", "probability": 0.280029296875}, {"start": 2041.23, "end": 2041.53, "word": " clipped", "probability": 0.688232421875}, {"start": 2041.53, "end": 2041.83, "word": " اتنين", "probability": 0.9244384765625}, {"start": 2041.83, "end": 2041.99, "word": " مع", "probability": 0.98974609375}, {"start": 2041.99, "end": 2042.27, "word": " بعض", "probability": 0.99609375}, {"start": 2042.27, "end": 2042.61, "word": " و", "probability": 0.5966796875}, {"start": 2042.61, "end": 2043.13, "word": " بنعملهم", "probability": 0.7117919921875}, {"start": 2043.13, "end": 2043.69, "word": " عملية", "probability": 0.9845377604166666}], "temperature": 1.0}, {"id": 86, "seek": 207317, "start": 2045.42, "end": 2073.18, "text": "Summation هي summation product composition بحيث انه نعمل قيمة نهائية القيمة النهائية هي المعادلة تبعت من ال center of gravity نكتبها و نشوف الشي بالظبط في هذه المعادلة عشان نكون هنا موضوع ال Euro fuzzy", "tokens": [50, 40879, 399, 39896, 28811, 1674, 12686, 4724, 5016, 1829, 12984, 16472, 3224, 8717, 25957, 1211, 12174, 32640, 3660, 8717, 3224, 16373, 10632, 25062, 32640, 3660, 28239, 3224, 16373, 10632, 39896, 9673, 3615, 18513, 37977, 6055, 3555, 34268, 9154, 2423, 3056, 295, 12110, 8717, 4117, 2655, 3555, 11296, 4032, 8717, 8592, 38688, 25124, 1829, 20666, 19913, 3555, 9566, 8978, 29538, 9673, 3615, 18513, 37977, 6225, 8592, 7649, 8717, 30544, 34105, 3714, 2407, 11242, 45367, 2423, 3010, 34710], "avg_logprob": -0.15745192422316626, "compression_ratio": 1.5477386934673367, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 2045.42, "end": 2046.42, "word": "Summation", "probability": 0.626953125}, {"start": 2046.42, "end": 2047.42, "word": " هي", "probability": 0.8662109375}, {"start": 2047.42, "end": 2047.92, "word": " summation", "probability": 0.29443359375}, {"start": 2047.92, "end": 2048.34, "word": " product", "probability": 0.6044921875}, {"start": 2048.34, "end": 2049.86, "word": " composition", "probability": 0.962890625}, {"start": 2049.86, "end": 2051.02, "word": " بحيث", "probability": 0.967529296875}, {"start": 2051.02, "end": 2051.42, "word": " انه", "probability": 0.67919921875}, {"start": 2051.42, "end": 2052.36, "word": " نعمل", "probability": 0.98974609375}, {"start": 2052.36, "end": 2053.04, "word": " قيمة", "probability": 0.9376627604166666}, {"start": 2053.04, "end": 2053.74, "word": " نهائية", "probability": 0.99560546875}, {"start": 2053.74, "end": 2054.18, "word": " القيمة", "probability": 0.94189453125}, {"start": 2054.18, "end": 2054.62, "word": " النهائية", "probability": 0.9884033203125}, {"start": 2054.62, "end": 2054.82, "word": " هي", "probability": 0.89599609375}, {"start": 2054.82, "end": 2055.38, "word": " المعادلة", "probability": 0.9801025390625}, {"start": 2055.38, "end": 2055.88, "word": " تبعت", "probability": 0.8634440104166666}, {"start": 2055.88, "end": 2056.52, "word": " من", "probability": 0.767578125}, {"start": 2056.52, "end": 2057.4, "word": " ال", "probability": 0.7265625}, {"start": 2057.4, "end": 2057.7, "word": " center", "probability": 0.5146484375}, {"start": 2057.7, "end": 2058.02, "word": " of", "probability": 0.95703125}, {"start": 2058.02, "end": 2058.52, "word": " gravity", "probability": 0.6328125}, {"start": 2058.52, "end": 2062.72, "word": " نكتبها", "probability": 0.8358642578125}, {"start": 2062.72, "end": 2062.9, "word": " و", "probability": 0.98779296875}, {"start": 2062.9, "end": 2063.42, "word": " نشوف", "probability": 0.9435221354166666}, {"start": 2063.42, "end": 2063.92, "word": " الشي", "probability": 0.92431640625}, {"start": 2063.92, "end": 2064.38, "word": " بالظبط", "probability": 0.937255859375}, {"start": 2064.38, "end": 2064.54, "word": " في", "probability": 0.9560546875}, {"start": 2064.54, "end": 2064.66, "word": " هذه", "probability": 0.884765625}, {"start": 2064.66, "end": 2065.24, "word": " المعادلة", "probability": 0.9931640625}, {"start": 2065.24, "end": 2066.28, "word": " عشان", "probability": 0.974609375}, {"start": 2066.28, "end": 2066.6, "word": " نكون", "probability": 0.9169921875}, {"start": 2066.6, "end": 2067.1, "word": " هنا", "probability": 0.97998046875}, {"start": 2067.1, "end": 2068.58, "word": " موضوع", "probability": 0.9442138671875}, {"start": 2068.58, "end": 2072.64, "word": " ال", "probability": 0.54443359375}, {"start": 2072.64, "end": 2072.86, "word": " Euro", "probability": 0.356689453125}, {"start": 2072.86, "end": 2073.18, "word": " fuzzy", "probability": 0.8544921875}], "temperature": 1.0}, {"id": 87, "seek": 210148, "start": 2074.85, "end": 2101.49, "text": "ففي اندق Y هتساوي Mu C أو خلينا زي ما هي بدل ما نكتب المعادلة لأ نرسم الرسمة عشان نعمل matching أنا بدي أرسم الرسمة و أحطها مع المعادلة عشان تكون شايفين الأتنين مع بعض فلأ أسهل نرسم الرسمة بدل ما نقعد نكتب المعادلة هاي C", "tokens": [5172, 41185, 16472, 3215, 4587, 398, 8032, 2655, 3794, 995, 45865, 15601, 383, 34051, 16490, 20292, 8315, 30767, 1829, 19446, 39896, 47525, 1211, 19446, 8717, 4117, 2655, 3555, 9673, 3615, 18513, 37977, 5296, 10721, 8717, 2288, 38251, 34892, 38251, 3660, 6225, 8592, 7649, 8717, 25957, 1211, 14324, 41850, 4724, 16254, 5551, 2288, 38251, 34892, 38251, 3660, 4032, 5551, 5016, 9566, 11296, 20449, 9673, 3615, 18513, 37977, 6225, 8592, 7649, 6055, 30544, 13412, 995, 33911, 9957, 16247, 2655, 1863, 9957, 20449, 45030, 11242, 6156, 1211, 10721, 5551, 3794, 3224, 1211, 8717, 2288, 38251, 34892, 38251, 3660, 47525, 1211, 19446, 8717, 4587, 22488, 8717, 4117, 2655, 3555, 9673, 3615, 18513, 37977, 8032, 47302, 383], "avg_logprob": -0.13841261061946902, "compression_ratio": 1.9292929292929293, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2074.85, "end": 2075.21, "word": "ففي", "probability": 0.8037109375}, {"start": 2075.21, "end": 2075.55, "word": " اندق", "probability": 0.5657552083333334}, {"start": 2075.55, "end": 2076.09, "word": " Y", "probability": 0.54638671875}, {"start": 2076.09, "end": 2078.63, "word": " هتساوي", "probability": 0.7739013671875}, {"start": 2078.63, "end": 2080.95, "word": " Mu", "probability": 0.1470947265625}, {"start": 2080.95, "end": 2083.71, "word": " C", "probability": 0.7294921875}, {"start": 2083.71, "end": 2086.29, "word": " أو", "probability": 0.658203125}, {"start": 2086.29, "end": 2086.69, "word": " خلينا", "probability": 0.7715657552083334}, {"start": 2086.69, "end": 2086.87, "word": " زي", "probability": 0.905517578125}, {"start": 2086.87, "end": 2086.95, "word": " ما", "probability": 0.94677734375}, {"start": 2086.95, "end": 2087.07, "word": " هي", "probability": 0.9208984375}, {"start": 2087.07, "end": 2087.57, "word": " بدل", "probability": 0.8935546875}, {"start": 2087.57, "end": 2087.67, "word": " ما", "probability": 0.8642578125}, {"start": 2087.67, "end": 2087.91, "word": " نكتب", "probability": 0.9920654296875}, {"start": 2087.91, "end": 2088.35, "word": " المعادلة", "probability": 0.97314453125}, {"start": 2088.35, "end": 2088.55, "word": " لأ", "probability": 0.891357421875}, {"start": 2088.55, "end": 2088.81, "word": " نرسم", "probability": 0.9861653645833334}, {"start": 2088.81, "end": 2089.41, "word": " الرسمة", "probability": 0.9085286458333334}, {"start": 2089.41, "end": 2089.75, "word": " عشان", "probability": 0.9775390625}, {"start": 2089.75, "end": 2089.97, "word": " نعمل", "probability": 0.9962565104166666}, {"start": 2089.97, "end": 2090.27, "word": " matching", "probability": 0.70556640625}, {"start": 2090.27, "end": 2090.45, "word": " أنا", "probability": 0.5712890625}, {"start": 2090.45, "end": 2090.67, "word": " بدي", "probability": 0.8388671875}, {"start": 2090.67, "end": 2091.05, "word": " أرسم", "probability": 0.8968098958333334}, {"start": 2091.05, "end": 2092.17, "word": " الرسمة", "probability": 0.9871419270833334}, {"start": 2092.17, "end": 2092.29, "word": " و", "probability": 0.947265625}, {"start": 2092.29, "end": 2092.53, "word": " أحطها", "probability": 0.95458984375}, {"start": 2092.53, "end": 2092.63, "word": " مع", "probability": 0.9384765625}, {"start": 2092.63, "end": 2093.15, "word": " المعادلة", "probability": 0.9951171875}, {"start": 2093.15, "end": 2093.43, "word": " عشان", "probability": 0.9894205729166666}, {"start": 2093.43, "end": 2093.69, "word": " تكون", "probability": 0.967041015625}, {"start": 2093.69, "end": 2094.03, "word": " شايفين", "probability": 0.9027099609375}, {"start": 2094.03, "end": 2094.29, "word": " الأتنين", "probability": 0.77703857421875}, {"start": 2094.29, "end": 2094.49, "word": " مع", "probability": 0.9970703125}, {"start": 2094.49, "end": 2094.83, "word": " بعض", "probability": 0.994140625}, {"start": 2094.83, "end": 2095.73, "word": " فلأ", "probability": 0.9762369791666666}, {"start": 2095.73, "end": 2096.27, "word": " أسهل", "probability": 0.9906005859375}, {"start": 2096.27, "end": 2096.73, "word": " نرسم", "probability": 0.9889322916666666}, {"start": 2096.73, "end": 2097.15, "word": " الرسمة", "probability": 0.9899088541666666}, {"start": 2097.15, "end": 2097.37, "word": " بدل", "probability": 0.994140625}, {"start": 2097.37, "end": 2097.45, "word": " ما", "probability": 0.95849609375}, {"start": 2097.45, "end": 2097.95, "word": " نقعد", "probability": 0.8846028645833334}, {"start": 2097.95, "end": 2098.25, "word": " نكتب", "probability": 0.98681640625}, {"start": 2098.25, "end": 2098.73, "word": " المعادلة", "probability": 0.99365234375}, {"start": 2098.73, "end": 2101.15, "word": " هاي", "probability": 0.7392578125}, {"start": 2101.15, "end": 2101.49, "word": " C", "probability": 0.833984375}], "temperature": 1.0}, {"id": 88, "seek": 213217, "start": 2103.03, "end": 2132.17, "text": "one و بالمرة نلونهم عشان أوبح ما يمكنلكوا C2 الآن هذه اللي خاصة ب C2 لها ..لها إيش؟ لها A ..هيكون لها ال C مظبوط A اه A one و هذه لها A", "tokens": [546, 4032, 20666, 2304, 25720, 8717, 1211, 11536, 16095, 6225, 8592, 7649, 5551, 2407, 49628, 19446, 7251, 43020, 23275, 14407, 383, 17, 6024, 48506, 29538, 13672, 1829, 16490, 33546, 3660, 4724, 383, 17, 5296, 11296, 4386, 1211, 11296, 11933, 1829, 8592, 22807, 5296, 11296, 316, 4386, 3224, 1829, 30544, 5296, 11296, 2423, 383, 3714, 19913, 3555, 2407, 9566, 316, 1975, 3224, 316, 472, 4032, 29538, 5296, 11296, 316], "avg_logprob": -0.3251811611479607, "compression_ratio": 1.4797297297297298, "no_speech_prob": 9.119510650634766e-06, "words": [{"start": 2103.03, "end": 2103.41, "word": "one", "probability": 0.431396484375}, {"start": 2103.41, "end": 2104.35, "word": " و", "probability": 0.52734375}, {"start": 2104.35, "end": 2104.77, "word": " بالمرة", "probability": 0.8525390625}, {"start": 2104.77, "end": 2105.73, "word": " نلونهم", "probability": 0.87158203125}, {"start": 2105.73, "end": 2106.75, "word": " عشان", "probability": 0.9344075520833334}, {"start": 2106.75, "end": 2107.97, "word": " أوبح", "probability": 0.4353841145833333}, {"start": 2107.97, "end": 2108.13, "word": " ما", "probability": 0.9765625}, {"start": 2108.13, "end": 2109.55, "word": " يمكنلكوا", "probability": 0.74462890625}, {"start": 2109.55, "end": 2111.87, "word": " C2", "probability": 0.52685546875}, {"start": 2111.87, "end": 2112.55, "word": " الآن", "probability": 0.6409912109375}, {"start": 2112.55, "end": 2113.17, "word": " هذه", "probability": 0.705078125}, {"start": 2113.17, "end": 2114.55, "word": " اللي", "probability": 0.94287109375}, {"start": 2114.55, "end": 2114.91, "word": " خاصة", "probability": 0.9710286458333334}, {"start": 2114.91, "end": 2114.99, "word": " ب", "probability": 0.95263671875}, {"start": 2114.99, "end": 2115.81, "word": " C2", "probability": 0.730224609375}, {"start": 2115.81, "end": 2116.63, "word": " لها", "probability": 0.609619140625}, {"start": 2116.63, "end": 2117.27, "word": " ..لها", "probability": 0.6215006510416666}, {"start": 2117.27, "end": 2117.65, "word": " إيش؟", "probability": 0.705810546875}, {"start": 2117.65, "end": 2118.57, "word": " لها", "probability": 0.901611328125}, {"start": 2118.57, "end": 2119.03, "word": " A", "probability": 0.82177734375}, {"start": 2119.03, "end": 2120.19, "word": " ..هيكون", "probability": 0.81048583984375}, {"start": 2120.19, "end": 2120.59, "word": " لها", "probability": 0.967529296875}, {"start": 2120.59, "end": 2121.11, "word": " ال", "probability": 0.5517578125}, {"start": 2121.11, "end": 2121.39, "word": " C", "probability": 0.826171875}, {"start": 2121.39, "end": 2123.37, "word": " مظبوط", "probability": 0.89267578125}, {"start": 2123.37, "end": 2123.61, "word": " A", "probability": 0.7333984375}, {"start": 2123.61, "end": 2123.97, "word": " اه", "probability": 0.5684814453125}, {"start": 2123.97, "end": 2124.25, "word": " A", "probability": 0.771484375}, {"start": 2124.25, "end": 2125.63, "word": " one", "probability": 0.82861328125}, {"start": 2125.63, "end": 2127.67, "word": " و", "probability": 0.493408203125}, {"start": 2127.67, "end": 2127.93, "word": " هذه", "probability": 0.779296875}, {"start": 2127.93, "end": 2128.47, "word": " لها", "probability": 0.973388671875}, {"start": 2128.47, "end": 2132.17, "word": " A", "probability": 0.90966796875}], "temperature": 1.0}, {"id": 89, "seek": 216100, "start": 2134.1, "end": 2161.0, "text": "one وهذه ايه two على أساس انه C2 ونفس الكلام هيكون ليه هنا جزء اسمه B2 ويقابله هنا جزء اسمه B2 الشكل كانت وصفنا قبل شوية لما وصفنا شكل ال ..", "tokens": [546, 37037, 24192, 1975, 1829, 3224, 732, 15844, 5551, 3794, 32277, 16472, 3224, 383, 17, 4032, 1863, 36178, 2423, 28820, 10943, 39896, 30544, 32239, 3224, 34105, 10874, 11622, 38207, 24525, 2304, 3224, 363, 17, 4032, 1829, 4587, 16758, 43761, 34105, 10874, 11622, 38207, 24525, 2304, 3224, 363, 17, 25124, 28820, 25961, 2655, 4032, 9381, 5172, 8315, 12174, 36150, 13412, 2407, 10632, 5296, 15042, 4032, 9381, 5172, 8315, 13412, 28820, 2423, 4386], "avg_logprob": -0.1943359314981434, "compression_ratio": 1.6054421768707483, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 2134.1, "end": 2134.5, "word": "one", "probability": 0.414306640625}, {"start": 2134.5, "end": 2134.78, "word": " وهذه", "probability": 0.47314453125}, {"start": 2134.78, "end": 2134.98, "word": " ايه", "probability": 0.7195638020833334}, {"start": 2134.98, "end": 2135.2, "word": " two", "probability": 0.251708984375}, {"start": 2135.2, "end": 2139.36, "word": " على", "probability": 0.68701171875}, {"start": 2139.36, "end": 2139.58, "word": " أساس", "probability": 0.8836263020833334}, {"start": 2139.58, "end": 2139.78, "word": " انه", "probability": 0.8359375}, {"start": 2139.78, "end": 2140.14, "word": " C2", "probability": 0.5615234375}, {"start": 2140.14, "end": 2140.82, "word": " ونفس", "probability": 0.8313802083333334}, {"start": 2140.82, "end": 2141.26, "word": " الكلام", "probability": 0.9544270833333334}, {"start": 2141.26, "end": 2141.66, "word": " هيكون", "probability": 0.7822265625}, {"start": 2141.66, "end": 2141.9, "word": " ليه", "probability": 0.8408203125}, {"start": 2141.9, "end": 2142.1, "word": " هنا", "probability": 0.85595703125}, {"start": 2142.1, "end": 2142.66, "word": " جزء", "probability": 0.9879557291666666}, {"start": 2142.66, "end": 2144.08, "word": " اسمه", "probability": 0.95654296875}, {"start": 2144.08, "end": 2145.1, "word": " B2", "probability": 0.859375}, {"start": 2145.1, "end": 2148.16, "word": " ويقابله", "probability": 0.9232421875}, {"start": 2148.16, "end": 2148.62, "word": " هنا", "probability": 0.98291015625}, {"start": 2148.62, "end": 2150.48, "word": " جزء", "probability": 0.99267578125}, {"start": 2150.48, "end": 2152.54, "word": " اسمه", "probability": 0.9742838541666666}, {"start": 2152.54, "end": 2155.06, "word": " B2", "probability": 0.964599609375}, {"start": 2155.06, "end": 2156.96, "word": " الشكل", "probability": 0.697021484375}, {"start": 2156.96, "end": 2157.34, "word": " كانت", "probability": 0.91162109375}, {"start": 2157.34, "end": 2157.72, "word": " وصفنا", "probability": 0.9302978515625}, {"start": 2157.72, "end": 2158.06, "word": " قبل", "probability": 0.6873779296875}, {"start": 2158.06, "end": 2158.48, "word": " شوية", "probability": 0.9078776041666666}, {"start": 2158.48, "end": 2158.74, "word": " لما", "probability": 0.83837890625}, {"start": 2158.74, "end": 2159.34, "word": " وصفنا", "probability": 0.9912109375}, {"start": 2159.34, "end": 2160.34, "word": " شكل", "probability": 0.9853515625}, {"start": 2160.34, "end": 2160.68, "word": " ال", "probability": 0.88134765625}, {"start": 2160.68, "end": 2161.0, "word": " ..", "probability": 0.900390625}], "temperature": 1.0}, {"id": 90, "seek": 218412, "start": 2163.22, "end": 2184.12, "text": "الـ Triangle عرفناه بـ two variables أو two parameters الـ A واحد والـ B واحد بي واحد وهذه A2 وB2 هذه خاصة بالـ C1 وهذه خاصة بالـ C2 واحدة C1 واحدة C2 تمام", "tokens": [6027, 39184, 10931, 7846, 6225, 28480, 8315, 3224, 4724, 39184, 732, 9102, 34051, 732, 9834, 2423, 39184, 316, 36764, 24401, 16070, 39184, 363, 36764, 24401, 4724, 1829, 36764, 24401, 37037, 24192, 316, 17, 4032, 33, 17, 29538, 16490, 33546, 3660, 20666, 39184, 383, 16, 37037, 24192, 16490, 33546, 3660, 20666, 39184, 383, 17, 36764, 24401, 3660, 383, 16, 36764, 24401, 3660, 383, 17, 46811, 10943], "avg_logprob": -0.2779356096730088, "compression_ratio": 1.5608108108108107, "no_speech_prob": 5.960464477539062e-07, "words": [{"start": 2163.22, "end": 2163.74, "word": "الـ", "probability": 0.70703125}, {"start": 2163.74, "end": 2164.26, "word": " Triangle", "probability": 0.649658203125}, {"start": 2164.26, "end": 2165.82, "word": " عرفناه", "probability": 0.69097900390625}, {"start": 2165.82, "end": 2166.04, "word": " بـ", "probability": 0.712890625}, {"start": 2166.04, "end": 2166.12, "word": " two", "probability": 0.52099609375}, {"start": 2166.12, "end": 2166.6, "word": " variables", "probability": 0.93896484375}, {"start": 2166.6, "end": 2166.88, "word": " أو", "probability": 0.72314453125}, {"start": 2166.88, "end": 2167.16, "word": " two", "probability": 0.68701171875}, {"start": 2167.16, "end": 2168.46, "word": " parameters", "probability": 0.93701171875}, {"start": 2168.46, "end": 2168.76, "word": " الـ", "probability": 0.707763671875}, {"start": 2168.76, "end": 2168.86, "word": " A", "probability": 0.499755859375}, {"start": 2168.86, "end": 2169.34, "word": " واحد", "probability": 0.7347412109375}, {"start": 2169.34, "end": 2169.68, "word": " والـ", "probability": 0.622314453125}, {"start": 2169.68, "end": 2169.88, "word": " B", "probability": 0.78564453125}, {"start": 2169.88, "end": 2170.68, "word": " واحد", "probability": 0.98193359375}, {"start": 2170.68, "end": 2173.06, "word": " بي", "probability": 0.54205322265625}, {"start": 2173.06, "end": 2173.96, "word": " واحد", "probability": 0.951171875}, {"start": 2173.96, "end": 2174.62, "word": " وهذه", "probability": 0.548095703125}, {"start": 2174.62, "end": 2175.54, "word": " A2", "probability": 0.586181640625}, {"start": 2175.54, "end": 2176.3, "word": " وB2", "probability": 0.7584635416666666}, {"start": 2176.3, "end": 2176.72, "word": " هذه", "probability": 0.53125}, {"start": 2176.72, "end": 2177.06, "word": " خاصة", "probability": 0.9651692708333334}, {"start": 2177.06, "end": 2177.94, "word": " بالـ", "probability": 0.838623046875}, {"start": 2177.94, "end": 2178.86, "word": " C1", "probability": 0.866943359375}, {"start": 2178.86, "end": 2179.42, "word": " وهذه", "probability": 0.879150390625}, {"start": 2179.42, "end": 2179.96, "word": " خاصة", "probability": 0.9765625}, {"start": 2179.96, "end": 2180.16, "word": " بالـ", "probability": 0.810546875}, {"start": 2180.16, "end": 2181.64, "word": " C2", "probability": 0.9462890625}, {"start": 2181.64, "end": 2182.02, "word": " واحدة", "probability": 0.9358723958333334}, {"start": 2182.02, "end": 2182.36, "word": " C1", "probability": 0.965087890625}, {"start": 2182.36, "end": 2182.74, "word": " واحدة", "probability": 0.8370768229166666}, {"start": 2182.74, "end": 2183.62, "word": " C2", "probability": 0.98828125}, {"start": 2183.62, "end": 2184.12, "word": " تمام", "probability": 0.960693359375}], "temperature": 1.0}, {"id": 91, "seek": 221431, "start": 2185.87, "end": 2214.31, "text": "هقول لميو لـ C1 جديش قيمة لميو لميو اللي هي ال term اللي هنا هذه لما قطعت قطعت وين هذه ميو C1 وين مكان القطع هضربه في ال A هي ل C1 اللي هي ال A هذه اللي خاصة بـ C1 مدام انا ضربت في ميو C1 مضروبة في ال B في كله", "tokens": [3224, 39648, 32767, 1829, 2407, 5296, 39184, 383, 16, 10874, 16254, 8592, 12174, 32640, 3660, 32767, 1829, 2407, 32767, 1829, 2407, 13672, 1829, 39896, 2423, 1433, 13672, 1829, 34105, 29538, 5296, 15042, 12174, 9566, 34268, 12174, 9566, 34268, 4032, 9957, 29538, 3714, 1829, 2407, 383, 16, 4032, 9957, 3714, 41361, 25062, 9566, 3615, 8032, 11242, 25513, 3224, 8978, 2423, 316, 39896, 5296, 383, 16, 13672, 1829, 39896, 2423, 316, 29538, 13672, 1829, 16490, 33546, 3660, 4724, 39184, 383, 16, 3714, 3215, 10943, 1975, 8315, 48812, 25513, 2655, 8978, 3714, 1829, 2407, 383, 16, 3714, 11242, 32887, 49401, 8978, 2423, 363, 8978, 28242, 3224], "avg_logprob": -0.2689302939061935, "compression_ratio": 1.9717514124293785, "no_speech_prob": 0.0, "words": [{"start": 2185.87, "end": 2186.29, "word": "هقول", "probability": 0.506591796875}, {"start": 2186.29, "end": 2186.93, "word": " لميو", "probability": 0.5010579427083334}, {"start": 2186.93, "end": 2187.21, "word": " لـ", "probability": 0.5712890625}, {"start": 2187.21, "end": 2187.67, "word": " C1", "probability": 0.6444091796875}, {"start": 2187.67, "end": 2188.53, "word": " جديش", "probability": 0.542236328125}, {"start": 2188.53, "end": 2188.93, "word": " قيمة", "probability": 0.9952799479166666}, {"start": 2188.93, "end": 2189.39, "word": " لميو", "probability": 0.9269205729166666}, {"start": 2189.39, "end": 2190.19, "word": " لميو", "probability": 0.7232259114583334}, {"start": 2190.19, "end": 2190.31, "word": " اللي", "probability": 0.876220703125}, {"start": 2190.31, "end": 2190.65, "word": " هي", "probability": 0.81982421875}, {"start": 2190.65, "end": 2191.27, "word": " ال", "probability": 0.61865234375}, {"start": 2191.27, "end": 2191.47, "word": " term", "probability": 0.46044921875}, {"start": 2191.47, "end": 2191.63, "word": " اللي", "probability": 0.953857421875}, {"start": 2191.63, "end": 2191.89, "word": " هنا", "probability": 0.98388671875}, {"start": 2191.89, "end": 2192.79, "word": " هذه", "probability": 0.30859375}, {"start": 2192.79, "end": 2193.03, "word": " لما", "probability": 0.831298828125}, {"start": 2193.03, "end": 2193.39, "word": " قطعت", "probability": 0.96533203125}, {"start": 2193.39, "end": 2193.79, "word": " قطعت", "probability": 0.9039713541666666}, {"start": 2193.79, "end": 2194.05, "word": " وين", "probability": 0.916259765625}, {"start": 2194.05, "end": 2196.01, "word": " هذه", "probability": 0.158203125}, {"start": 2196.01, "end": 2196.53, "word": " ميو", "probability": 0.92578125}, {"start": 2196.53, "end": 2197.79, "word": " C1", "probability": 0.90625}, {"start": 2197.79, "end": 2198.97, "word": " وين", "probability": 0.95263671875}, {"start": 2198.97, "end": 2199.21, "word": " مكان", "probability": 0.856689453125}, {"start": 2199.21, "end": 2199.63, "word": " القطع", "probability": 0.783447265625}, {"start": 2199.63, "end": 2200.65, "word": " هضربه", "probability": 0.85546875}, {"start": 2200.65, "end": 2201.01, "word": " في", "probability": 0.95703125}, {"start": 2201.01, "end": 2201.27, "word": " ال", "probability": 0.8837890625}, {"start": 2201.27, "end": 2201.67, "word": " A", "probability": 0.7392578125}, {"start": 2201.67, "end": 2203.73, "word": " هي", "probability": 0.35107421875}, {"start": 2203.73, "end": 2204.17, "word": " ل", "probability": 0.56201171875}, {"start": 2204.17, "end": 2206.61, "word": " C1", "probability": 0.740966796875}, {"start": 2206.61, "end": 2207.45, "word": " اللي", "probability": 0.961669921875}, {"start": 2207.45, "end": 2207.59, "word": " هي", "probability": 0.89111328125}, {"start": 2207.59, "end": 2207.75, "word": " ال", "probability": 0.94287109375}, {"start": 2207.75, "end": 2207.87, "word": " A", "probability": 0.9345703125}, {"start": 2207.87, "end": 2208.13, "word": " هذه", "probability": 0.6123046875}, {"start": 2208.13, "end": 2208.27, "word": " اللي", "probability": 0.93408203125}, {"start": 2208.27, "end": 2208.63, "word": " خاصة", "probability": 0.95849609375}, {"start": 2208.63, "end": 2208.75, "word": " بـ", "probability": 0.706787109375}, {"start": 2208.75, "end": 2209.19, "word": " C1", "probability": 0.905517578125}, {"start": 2209.19, "end": 2209.79, "word": " مدام", "probability": 0.63623046875}, {"start": 2209.79, "end": 2209.91, "word": " انا", "probability": 0.6453857421875}, {"start": 2209.91, "end": 2210.17, "word": " ضربت", "probability": 0.9923502604166666}, {"start": 2210.17, "end": 2210.27, "word": " في", "probability": 0.92919921875}, {"start": 2210.27, "end": 2210.51, "word": " ميو", "probability": 0.9358723958333334}, {"start": 2210.51, "end": 2211.61, "word": " C1", "probability": 0.979736328125}, {"start": 2211.61, "end": 2212.63, "word": " مضروبة", "probability": 0.9637451171875}, {"start": 2212.63, "end": 2213.15, "word": " في", "probability": 0.9619140625}, {"start": 2213.15, "end": 2213.29, "word": " ال", "probability": 0.89013671875}, {"start": 2213.29, "end": 2213.51, "word": " B", "probability": 0.86083984375}, {"start": 2213.51, "end": 2213.89, "word": " في", "probability": 0.95361328125}, {"start": 2213.89, "end": 2214.31, "word": " كله", "probability": 0.986083984375}], "temperature": 1.0}, {"id": 92, "seek": 223287, "start": 2215.53, "end": 2232.87, "text": "في ال width كامل في ال width كامل كأن ضربت الميو C1 هادي في إيه؟ كأنه مربع على بعضه الارتفاع في العرض شك؟ ارتفاع في العرض كأن ضربناه في ضعف مساحته", "tokens": [41185, 2423, 11402, 9122, 10943, 1211, 8978, 2423, 11402, 9122, 10943, 1211, 9122, 33456, 48812, 25513, 2655, 9673, 1829, 2407, 383, 16, 8032, 995, 16254, 8978, 11933, 1829, 3224, 22807, 9122, 33456, 3224, 3714, 25513, 3615, 15844, 45030, 11242, 3224, 2423, 9640, 2655, 5172, 45761, 8978, 18863, 43042, 13412, 4117, 22807, 1975, 43500, 5172, 45761, 8978, 18863, 43042, 9122, 33456, 48812, 25513, 8315, 3224, 8978, 48812, 3615, 5172, 47524, 995, 33753, 3224], "avg_logprob": -0.21500428735393368, "compression_ratio": 1.7605633802816902, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 2215.53, "end": 2215.73, "word": "في", "probability": 0.4111328125}, {"start": 2215.73, "end": 2215.81, "word": " ال", "probability": 0.96923828125}, {"start": 2215.81, "end": 2215.97, "word": " width", "probability": 0.76953125}, {"start": 2215.97, "end": 2216.59, "word": " كامل", "probability": 0.98779296875}, {"start": 2216.59, "end": 2217.43, "word": " في", "probability": 0.346435546875}, {"start": 2217.43, "end": 2217.55, "word": " ال", "probability": 0.99267578125}, {"start": 2217.55, "end": 2217.77, "word": " width", "probability": 0.98193359375}, {"start": 2217.77, "end": 2218.53, "word": " كامل", "probability": 0.9954427083333334}, {"start": 2218.53, "end": 2219.01, "word": " كأن", "probability": 0.85791015625}, {"start": 2219.01, "end": 2219.55, "word": " ضربت", "probability": 0.9129231770833334}, {"start": 2219.55, "end": 2220.49, "word": " الميو", "probability": 0.6686604817708334}, {"start": 2220.49, "end": 2221.09, "word": " C1", "probability": 0.65234375}, {"start": 2221.09, "end": 2221.63, "word": " هادي", "probability": 0.6647135416666666}, {"start": 2221.63, "end": 2222.11, "word": " في", "probability": 0.88525390625}, {"start": 2222.11, "end": 2222.55, "word": " إيه؟", "probability": 0.658447265625}, {"start": 2222.55, "end": 2223.71, "word": " كأنه", "probability": 0.8570963541666666}, {"start": 2223.71, "end": 2224.11, "word": " مربع", "probability": 0.9923502604166666}, {"start": 2224.11, "end": 2224.27, "word": " على", "probability": 0.8935546875}, {"start": 2224.27, "end": 2224.91, "word": " بعضه", "probability": 0.978515625}, {"start": 2224.91, "end": 2226.11, "word": " الارتفاع", "probability": 0.88359375}, {"start": 2226.11, "end": 2226.45, "word": " في", "probability": 0.984375}, {"start": 2226.45, "end": 2226.89, "word": " العرض", "probability": 0.97021484375}, {"start": 2226.89, "end": 2228.11, "word": " شك؟", "probability": 0.4322916666666667}, {"start": 2228.11, "end": 2228.71, "word": " ارتفاع", "probability": 0.9564208984375}, {"start": 2228.71, "end": 2228.85, "word": " في", "probability": 0.98681640625}, {"start": 2228.85, "end": 2229.21, "word": " العرض", "probability": 0.980712890625}, {"start": 2229.21, "end": 2230.51, "word": " كأن", "probability": 0.83837890625}, {"start": 2230.51, "end": 2231.49, "word": " ضربناه", "probability": 0.796142578125}, {"start": 2231.49, "end": 2231.63, "word": " في", "probability": 0.9599609375}, {"start": 2231.63, "end": 2232.11, "word": " ضعف", "probability": 0.9757486979166666}, {"start": 2232.11, "end": 2232.87, "word": " مساحته", "probability": 0.858642578125}], "temperature": 1.0}, {"id": 93, "seek": 226157, "start": 2234.35, "end": 2261.57, "text": "صح أكيد طيب في النهاية صحيح أنا عندي هنا الرقم زاد لكن مش مش مش مشكلة كتير كبيرة لإن هو في النهاية نسبة مع التاني هنا a1 في b1 هي a1 في b1 في قيمة ال clipping اللي صارت عنده plus b2 في a2 في قيمة ال clipping اللي صارت ل c2", "tokens": [9381, 5016, 5551, 4117, 25708, 23032, 1829, 3555, 8978, 28239, 11296, 10632, 20328, 5016, 1829, 5016, 41850, 18871, 16254, 34105, 34892, 4587, 2304, 30767, 18513, 44381, 37893, 37893, 37893, 37893, 28820, 3660, 9122, 2655, 13546, 9122, 3555, 48923, 5296, 28814, 1863, 31439, 8978, 28239, 11296, 10632, 8717, 35457, 3660, 20449, 16712, 7649, 1829, 34105, 257, 16, 8978, 272, 16, 39896, 257, 16, 8978, 272, 16, 8978, 12174, 32640, 3660, 2423, 49320, 13672, 1829, 20328, 9640, 2655, 43242, 3224, 1804, 272, 17, 8978, 257, 17, 8978, 12174, 32640, 3660, 2423, 49320, 13672, 1829, 20328, 9640, 2655, 5296, 269, 17], "avg_logprob": -0.12989267014493847, "compression_ratio": 1.9405405405405405, "no_speech_prob": 2.4437904357910156e-06, "words": [{"start": 2234.35, "end": 2234.73, "word": "صح", "probability": 0.84130859375}, {"start": 2234.73, "end": 2235.37, "word": " أكيد", "probability": 0.7554524739583334}, {"start": 2235.37, "end": 2236.17, "word": " طيب", "probability": 0.7919921875}, {"start": 2236.17, "end": 2236.57, "word": " في", "probability": 0.6435546875}, {"start": 2236.57, "end": 2237.07, "word": " النهاية", "probability": 0.95849609375}, {"start": 2237.07, "end": 2237.53, "word": " صحيح", "probability": 0.9876708984375}, {"start": 2237.53, "end": 2237.65, "word": " أنا", "probability": 0.52490234375}, {"start": 2237.65, "end": 2237.93, "word": " عندي", "probability": 0.774658203125}, {"start": 2237.93, "end": 2238.15, "word": " هنا", "probability": 0.93505859375}, {"start": 2238.15, "end": 2238.77, "word": " الرقم", "probability": 0.9920247395833334}, {"start": 2238.77, "end": 2239.45, "word": " زاد", "probability": 0.640380859375}, {"start": 2239.45, "end": 2240.09, "word": " لكن", "probability": 0.9453125}, {"start": 2240.09, "end": 2240.31, "word": " مش", "probability": 0.9931640625}, {"start": 2240.31, "end": 2240.61, "word": " مش", "probability": 0.978515625}, {"start": 2240.61, "end": 2240.89, "word": " مش", "probability": 0.99560546875}, {"start": 2240.89, "end": 2241.25, "word": " مشكلة", "probability": 0.95361328125}, {"start": 2241.25, "end": 2241.45, "word": " كتير", "probability": 0.9586588541666666}, {"start": 2241.45, "end": 2241.71, "word": " كبيرة", "probability": 0.9866536458333334}, {"start": 2241.71, "end": 2241.91, "word": " لإن", "probability": 0.7815755208333334}, {"start": 2241.91, "end": 2242.01, "word": " هو", "probability": 0.80712890625}, {"start": 2242.01, "end": 2242.11, "word": " في", "probability": 0.79833984375}, {"start": 2242.11, "end": 2242.37, "word": " النهاية", "probability": 0.955078125}, {"start": 2242.37, "end": 2243.13, "word": " نسبة", "probability": 0.9910481770833334}, {"start": 2243.13, "end": 2243.55, "word": " مع", "probability": 0.97314453125}, {"start": 2243.55, "end": 2244.59, "word": " التاني", "probability": 0.9593098958333334}, {"start": 2244.59, "end": 2245.13, "word": " هنا", "probability": 0.94287109375}, {"start": 2245.13, "end": 2247.11, "word": " a1", "probability": 0.43505859375}, {"start": 2247.11, "end": 2247.57, "word": " في", "probability": 0.487060546875}, {"start": 2247.57, "end": 2248.67, "word": " b1", "probability": 0.876708984375}, {"start": 2248.67, "end": 2249.11, "word": " هي", "probability": 0.49658203125}, {"start": 2249.11, "end": 2249.77, "word": " a1", "probability": 0.937255859375}, {"start": 2249.77, "end": 2249.95, "word": " في", "probability": 0.95263671875}, {"start": 2249.95, "end": 2250.55, "word": " b1", "probability": 0.975830078125}, {"start": 2250.55, "end": 2251.11, "word": " في", "probability": 0.96875}, {"start": 2251.11, "end": 2251.45, "word": " قيمة", "probability": 0.9949544270833334}, {"start": 2251.45, "end": 2251.83, "word": " ال", "probability": 0.92724609375}, {"start": 2251.83, "end": 2252.15, "word": " clipping", "probability": 0.9404296875}, {"start": 2252.15, "end": 2252.53, "word": " اللي", "probability": 0.93798828125}, {"start": 2252.53, "end": 2253.21, "word": " صارت", "probability": 0.94775390625}, {"start": 2253.21, "end": 2253.67, "word": " عنده", "probability": 0.9775390625}, {"start": 2253.67, "end": 2254.31, "word": " plus", "probability": 0.67333984375}, {"start": 2254.31, "end": 2256.69, "word": " b2", "probability": 0.85693359375}, {"start": 2256.69, "end": 2257.63, "word": " في", "probability": 0.97802734375}, {"start": 2257.63, "end": 2258.63, "word": " a2", "probability": 0.991455078125}, {"start": 2258.63, "end": 2259.43, "word": " في", "probability": 0.98486328125}, {"start": 2259.43, "end": 2259.83, "word": " قيمة", "probability": 0.99755859375}, {"start": 2259.83, "end": 2259.97, "word": " ال", "probability": 0.94091796875}, {"start": 2259.97, "end": 2260.27, "word": " clipping", "probability": 0.98291015625}, {"start": 2260.27, "end": 2260.57, "word": " اللي", "probability": 0.979248046875}, {"start": 2260.57, "end": 2260.89, "word": " صارت", "probability": 0.96630859375}, {"start": 2260.89, "end": 2261.01, "word": " ل", "probability": 0.9404296875}, {"start": 2261.01, "end": 2261.57, "word": " c2", "probability": 0.8642578125}], "temperature": 1.0}, {"id": 94, "seek": 229044, "start": 2262.51, "end": 2290.45, "text": "و اللي ممكن تكون مثلا قيمة نفترض هنا فهذا القيمة لما تيجي هنا هقول ان هذا ميو C2 تمام بعد ما ضربنا و خلصنا انا ايش بدي احنا بدنا قيمة عارفين قيمة ايه ايش بدنا قيمة ايه قيمة ايه اه", "tokens": [2407, 13672, 1829, 3714, 43020, 6055, 30544, 50113, 15040, 12174, 32640, 3660, 8717, 5172, 2655, 43042, 34105, 6156, 3224, 15730, 25062, 32640, 3660, 5296, 15042, 6055, 1829, 7435, 1829, 34105, 8032, 39648, 16472, 23758, 3714, 1829, 2407, 383, 17, 46811, 10943, 39182, 19446, 48812, 25513, 8315, 4032, 16490, 1211, 9381, 8315, 1975, 8315, 1975, 1829, 8592, 4724, 16254, 1975, 5016, 8315, 47525, 8315, 12174, 32640, 3660, 6225, 9640, 5172, 9957, 12174, 32640, 3660, 1975, 1829, 3224, 1975, 1829, 8592, 47525, 8315, 12174, 32640, 3660, 1975, 1829, 3224, 12174, 32640, 3660, 1975, 1829, 3224, 1975, 3224], "avg_logprob": -0.15893555401513973, "compression_ratio": 1.968944099378882, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2262.51, "end": 2262.71, "word": "و", "probability": 0.798828125}, {"start": 2262.71, "end": 2262.81, "word": " اللي", "probability": 0.625244140625}, {"start": 2262.81, "end": 2263.05, "word": " ممكن", "probability": 0.99072265625}, {"start": 2263.05, "end": 2263.55, "word": " تكون", "probability": 0.986083984375}, {"start": 2263.55, "end": 2264.03, "word": " مثلا", "probability": 0.93896484375}, {"start": 2264.03, "end": 2264.61, "word": " قيمة", "probability": 0.9737955729166666}, {"start": 2264.61, "end": 2265.13, "word": " نفترض", "probability": 0.8463134765625}, {"start": 2265.13, "end": 2267.17, "word": " هنا", "probability": 0.90478515625}, {"start": 2267.17, "end": 2271.21, "word": " فهذا", "probability": 0.8258463541666666}, {"start": 2271.21, "end": 2271.83, "word": " القيمة", "probability": 0.9666341145833334}, {"start": 2271.83, "end": 2272.13, "word": " لما", "probability": 0.938720703125}, {"start": 2272.13, "end": 2272.47, "word": " تيجي", "probability": 0.9683837890625}, {"start": 2272.47, "end": 2272.77, "word": " هنا", "probability": 0.99072265625}, {"start": 2272.77, "end": 2273.83, "word": " هقول", "probability": 0.913818359375}, {"start": 2273.83, "end": 2274.01, "word": " ان", "probability": 0.3740234375}, {"start": 2274.01, "end": 2274.31, "word": " هذا", "probability": 0.295166015625}, {"start": 2274.31, "end": 2274.85, "word": " ميو", "probability": 0.735107421875}, {"start": 2274.85, "end": 2276.37, "word": " C2", "probability": 0.4898681640625}, {"start": 2276.37, "end": 2278.83, "word": " تمام", "probability": 0.90234375}, {"start": 2278.83, "end": 2279.83, "word": " بعد", "probability": 0.87060546875}, {"start": 2279.83, "end": 2279.95, "word": " ما", "probability": 0.84716796875}, {"start": 2279.95, "end": 2280.29, "word": " ضربنا", "probability": 0.9749348958333334}, {"start": 2280.29, "end": 2280.35, "word": " و", "probability": 0.99609375}, {"start": 2280.35, "end": 2280.85, "word": " خلصنا", "probability": 0.9659423828125}, {"start": 2280.85, "end": 2281.09, "word": " انا", "probability": 0.701904296875}, {"start": 2281.09, "end": 2281.23, "word": " ايش", "probability": 0.8385416666666666}, {"start": 2281.23, "end": 2281.55, "word": " بدي", "probability": 0.68115234375}, {"start": 2281.55, "end": 2283.03, "word": " احنا", "probability": 0.8798828125}, {"start": 2283.03, "end": 2283.37, "word": " بدنا", "probability": 0.935302734375}, {"start": 2283.37, "end": 2284.19, "word": " قيمة", "probability": 0.9939778645833334}, {"start": 2284.19, "end": 2285.47, "word": " عارفين", "probability": 0.916015625}, {"start": 2285.47, "end": 2285.77, "word": " قيمة", "probability": 0.99169921875}, {"start": 2285.77, "end": 2285.87, "word": " ايه", "probability": 0.9147135416666666}, {"start": 2285.87, "end": 2285.91, "word": " ايش", "probability": 0.82177734375}, {"start": 2285.91, "end": 2286.23, "word": " بدنا", "probability": 0.967041015625}, {"start": 2286.23, "end": 2287.37, "word": " قيمة", "probability": 0.8795572916666666}, {"start": 2287.37, "end": 2287.81, "word": " ايه", "probability": 0.8347981770833334}, {"start": 2287.81, "end": 2289.69, "word": " قيمة", "probability": 0.9112955729166666}, {"start": 2289.69, "end": 2290.11, "word": " ايه", "probability": 0.9479166666666666}, {"start": 2290.11, "end": 2290.45, "word": " اه", "probability": 0.9169921875}], "temperature": 1.0}, {"id": 95, "seek": 231576, "start": 2291.18, "end": 2315.76, "text": "القيمة المشابه لقيمة ا واحد و اتنين بس لمين مش لشيب هذا لحاله ولا لشيب هذا لحاله، للاتنين اللي طلعوا منهم مين اللي طلع منهم، هي اللي طلع منهم حقيقة الجزء هذا هي اللي طلع منهم فالجزء الداكن هذا هو اللي بدنا نجيبله ال a الخاصة فيه", "tokens": [6027, 4587, 32640, 3660, 9673, 8592, 16758, 3224, 5296, 4587, 32640, 3660, 1975, 36764, 24401, 4032, 1975, 2655, 1863, 9957, 4724, 3794, 32767, 9957, 37893, 5296, 8592, 1829, 3555, 23758, 5296, 5016, 6027, 3224, 49429, 5296, 8592, 1829, 3555, 23758, 5296, 5016, 6027, 3224, 12399, 24976, 9307, 1863, 9957, 13672, 1829, 23032, 1211, 3615, 14407, 9154, 16095, 3714, 9957, 13672, 1829, 23032, 1211, 3615, 9154, 16095, 12399, 39896, 13672, 1829, 23032, 1211, 3615, 9154, 16095, 11331, 38436, 28671, 25724, 11622, 38207, 23758, 39896, 13672, 1829, 23032, 1211, 3615, 9154, 16095, 6156, 6027, 7435, 11622, 38207, 32748, 995, 19452, 23758, 31439, 13672, 1829, 47525, 8315, 8717, 7435, 1829, 36150, 3224, 2423, 257, 33962, 33546, 3660, 8978, 3224], "avg_logprob": -0.20259081145637056, "compression_ratio": 2.297752808988764, "no_speech_prob": 0.0, "words": [{"start": 2291.18, "end": 2291.64, "word": "القيمة", "probability": 0.9149169921875}, {"start": 2291.64, "end": 2292.12, "word": " المشابه", "probability": 0.9840087890625}, {"start": 2292.12, "end": 2292.6, "word": " لقيمة", "probability": 0.854248046875}, {"start": 2292.6, "end": 2292.68, "word": " ا", "probability": 0.1429443359375}, {"start": 2292.68, "end": 2292.96, "word": " واحد", "probability": 0.80029296875}, {"start": 2292.96, "end": 2293.04, "word": " و", "probability": 0.8095703125}, {"start": 2293.04, "end": 2293.42, "word": " اتنين", "probability": 0.9449462890625}, {"start": 2293.42, "end": 2293.98, "word": " بس", "probability": 0.8251953125}, {"start": 2293.98, "end": 2294.46, "word": " لمين", "probability": 0.82763671875}, {"start": 2294.46, "end": 2295.06, "word": " مش", "probability": 0.60498046875}, {"start": 2295.06, "end": 2295.54, "word": " لشيب", "probability": 0.6011962890625}, {"start": 2295.54, "end": 2295.74, "word": " هذا", "probability": 0.830078125}, {"start": 2295.74, "end": 2296.28, "word": " لحاله", "probability": 0.975341796875}, {"start": 2296.28, "end": 2297.2, "word": " ولا", "probability": 0.7607421875}, {"start": 2297.2, "end": 2297.56, "word": " لشيب", "probability": 0.954345703125}, {"start": 2297.56, "end": 2297.72, "word": " هذا", "probability": 0.79638671875}, {"start": 2297.72, "end": 2297.94, "word": " لحاله،", "probability": 0.787060546875}, {"start": 2297.94, "end": 2298.54, "word": " للاتنين", "probability": 0.72918701171875}, {"start": 2298.54, "end": 2298.72, "word": " اللي", "probability": 0.951416015625}, {"start": 2298.72, "end": 2299.1, "word": " طلعوا", "probability": 0.960205078125}, {"start": 2299.1, "end": 2299.5, "word": " منهم", "probability": 0.99169921875}, {"start": 2299.5, "end": 2300.26, "word": " مين", "probability": 0.7113037109375}, {"start": 2300.26, "end": 2300.42, "word": " اللي", "probability": 0.98486328125}, {"start": 2300.42, "end": 2300.68, "word": " طلع", "probability": 0.9967447916666666}, {"start": 2300.68, "end": 2301.14, "word": " منهم،", "probability": 0.8333333333333334}, {"start": 2301.14, "end": 2301.2, "word": " هي", "probability": 0.46728515625}, {"start": 2301.2, "end": 2301.34, "word": " اللي", "probability": 0.982177734375}, {"start": 2301.34, "end": 2301.58, "word": " طلع", "probability": 0.9947916666666666}, {"start": 2301.58, "end": 2301.88, "word": " منهم", "probability": 0.99267578125}, {"start": 2301.88, "end": 2302.38, "word": " حقيقة", "probability": 0.865234375}, {"start": 2302.38, "end": 2306.5, "word": " الجزء", "probability": 0.9646809895833334}, {"start": 2306.5, "end": 2306.86, "word": " هذا", "probability": 0.86279296875}, {"start": 2306.86, "end": 2308.84, "word": " هي", "probability": 0.5048828125}, {"start": 2308.84, "end": 2308.96, "word": " اللي", "probability": 0.9794921875}, {"start": 2308.96, "end": 2309.26, "word": " طلع", "probability": 0.9392903645833334}, {"start": 2309.26, "end": 2309.82, "word": " منهم", "probability": 0.6002197265625}, {"start": 2309.82, "end": 2311.7, "word": " فالجزء", "probability": 0.94130859375}, {"start": 2311.7, "end": 2312.94, "word": " الداكن", "probability": 0.6086832682291666}, {"start": 2312.94, "end": 2313.34, "word": " هذا", "probability": 0.88427734375}, {"start": 2313.34, "end": 2313.58, "word": " هو", "probability": 0.94189453125}, {"start": 2313.58, "end": 2313.7, "word": " اللي", "probability": 0.981201171875}, {"start": 2313.7, "end": 2313.96, "word": " بدنا", "probability": 0.94580078125}, {"start": 2313.96, "end": 2314.42, "word": " نجيبله", "probability": 0.838623046875}, {"start": 2314.42, "end": 2314.6, "word": " ال", "probability": 0.802734375}, {"start": 2314.6, "end": 2314.82, "word": " a", "probability": 0.1790771484375}, {"start": 2314.82, "end": 2315.52, "word": " الخاصة", "probability": 0.8468424479166666}, {"start": 2315.52, "end": 2315.76, "word": " فيه", "probability": 0.972412109375}], "temperature": 1.0}, {"id": 96, "seek": 234169, "start": 2316.65, "end": 2341.69, "text": "الـ A الخاصة فيه تمام عشان اجيب الـ A الخاصة فيه حقيقة كل اللي عملناه انه مدام انا كنت ضارب حجم كامل على بعضه في ال scale اللي هنا يعني انا كنت ضارب A في B في C1 بدي اشيل C1 و B1 نقسم عليهم عشان نتضلل القيمة المكافئة على A في المجموع لاحظوا", "tokens": [6027, 39184, 316, 33962, 33546, 3660, 8978, 3224, 46811, 10943, 6225, 8592, 7649, 1975, 7435, 1829, 3555, 2423, 39184, 316, 33962, 33546, 3660, 8978, 3224, 11331, 38436, 28671, 28242, 13672, 1829, 6225, 42213, 8315, 3224, 16472, 3224, 3714, 3215, 10943, 1975, 8315, 9122, 29399, 48812, 9640, 3555, 11331, 7435, 2304, 9122, 10943, 1211, 15844, 45030, 11242, 3224, 8978, 2423, 4373, 13672, 1829, 34105, 37495, 22653, 1975, 8315, 9122, 29399, 48812, 9640, 3555, 316, 8978, 363, 8978, 383, 16, 4724, 16254, 1975, 8592, 26895, 383, 16, 4032, 363, 16, 8717, 4587, 38251, 25894, 16095, 6225, 8592, 7649, 8717, 2655, 11242, 1211, 1211, 25062, 32640, 3660, 9673, 4117, 31845, 19986, 3660, 15844, 316, 8978, 9673, 7435, 2304, 45367, 20193, 5016, 19913, 14407], "avg_logprob": -0.15663740063501783, "compression_ratio": 1.885321100917431, "no_speech_prob": 6.377696990966797e-06, "words": [{"start": 2316.65, "end": 2317.01, "word": "الـ", "probability": 0.784423828125}, {"start": 2317.01, "end": 2317.17, "word": " A", "probability": 0.52294921875}, {"start": 2317.17, "end": 2318.07, "word": " الخاصة", "probability": 0.9169921875}, {"start": 2318.07, "end": 2318.43, "word": " فيه", "probability": 0.867431640625}, {"start": 2318.43, "end": 2318.97, "word": " تمام", "probability": 0.772216796875}, {"start": 2318.97, "end": 2319.51, "word": " عشان", "probability": 0.8849283854166666}, {"start": 2319.51, "end": 2319.83, "word": " اجيب", "probability": 0.87451171875}, {"start": 2319.83, "end": 2319.99, "word": " الـ", "probability": 0.81103515625}, {"start": 2319.99, "end": 2320.09, "word": " A", "probability": 0.77880859375}, {"start": 2320.09, "end": 2320.77, "word": " الخاصة", "probability": 0.9772135416666666}, {"start": 2320.77, "end": 2321.15, "word": " فيه", "probability": 0.9248046875}, {"start": 2321.15, "end": 2321.71, "word": " حقيقة", "probability": 0.9278971354166666}, {"start": 2321.71, "end": 2321.99, "word": " كل", "probability": 0.97509765625}, {"start": 2321.99, "end": 2322.13, "word": " اللي", "probability": 0.937744140625}, {"start": 2322.13, "end": 2323.15, "word": " عملناه", "probability": 0.95556640625}, {"start": 2323.15, "end": 2323.73, "word": " انه", "probability": 0.864013671875}, {"start": 2323.73, "end": 2324.15, "word": " مدام", "probability": 0.8030598958333334}, {"start": 2324.15, "end": 2324.29, "word": " انا", "probability": 0.6739501953125}, {"start": 2324.29, "end": 2324.47, "word": " كنت", "probability": 0.93505859375}, {"start": 2324.47, "end": 2324.85, "word": " ضارب", "probability": 0.99365234375}, {"start": 2324.85, "end": 2326.29, "word": " حجم", "probability": 0.9895833333333334}, {"start": 2326.29, "end": 2326.65, "word": " كامل", "probability": 0.9947916666666666}, {"start": 2326.65, "end": 2326.81, "word": " على", "probability": 0.828125}, {"start": 2326.81, "end": 2327.25, "word": " بعضه", "probability": 0.97802734375}, {"start": 2327.25, "end": 2327.49, "word": " في", "probability": 0.77880859375}, {"start": 2327.49, "end": 2327.57, "word": " ال", "probability": 0.978515625}, {"start": 2327.57, "end": 2327.95, "word": " scale", "probability": 0.414306640625}, {"start": 2327.95, "end": 2328.13, "word": " اللي", "probability": 0.966064453125}, {"start": 2328.13, "end": 2328.43, "word": " هنا", "probability": 0.99072265625}, {"start": 2328.43, "end": 2328.79, "word": " يعني", "probability": 0.6575927734375}, {"start": 2328.79, "end": 2328.95, "word": " انا", "probability": 0.880859375}, {"start": 2328.95, "end": 2329.03, "word": " كنت", "probability": 0.962158203125}, {"start": 2329.03, "end": 2329.33, "word": " ضارب", "probability": 0.9944661458333334}, {"start": 2329.33, "end": 2329.59, "word": " A", "probability": 0.787109375}, {"start": 2329.59, "end": 2329.79, "word": " في", "probability": 0.6328125}, {"start": 2329.79, "end": 2330.09, "word": " B", "probability": 0.93701171875}, {"start": 2330.09, "end": 2330.71, "word": " في", "probability": 0.9619140625}, {"start": 2330.71, "end": 2331.59, "word": " C1", "probability": 0.765380859375}, {"start": 2331.59, "end": 2332.47, "word": " بدي", "probability": 0.7091064453125}, {"start": 2332.47, "end": 2332.79, "word": " اشيل", "probability": 0.8645833333333334}, {"start": 2332.79, "end": 2333.29, "word": " C1", "probability": 0.8271484375}, {"start": 2333.29, "end": 2333.43, "word": " و", "probability": 0.72509765625}, {"start": 2333.43, "end": 2333.97, "word": " B1", "probability": 0.741455078125}, {"start": 2333.97, "end": 2336.19, "word": " نقسم", "probability": 0.9892578125}, {"start": 2336.19, "end": 2336.69, "word": " عليهم", "probability": 0.985107421875}, {"start": 2336.69, "end": 2336.99, "word": " عشان", "probability": 0.9884440104166666}, {"start": 2336.99, "end": 2337.55, "word": " نتضلل", "probability": 0.669873046875}, {"start": 2337.55, "end": 2338.35, "word": " القيمة", "probability": 0.8107096354166666}, {"start": 2338.35, "end": 2338.95, "word": " المكافئة", "probability": 0.97607421875}, {"start": 2338.95, "end": 2339.15, "word": " على", "probability": 0.65283203125}, {"start": 2339.15, "end": 2339.37, "word": " A", "probability": 0.908203125}, {"start": 2339.37, "end": 2339.53, "word": " في", "probability": 0.9443359375}, {"start": 2339.53, "end": 2340.09, "word": " المجموع", "probability": 0.9754638671875}, {"start": 2340.09, "end": 2341.69, "word": " لاحظوا", "probability": 0.8592529296875}], "temperature": 1.0}, {"id": 97, "seek": 236758, "start": 2342.92, "end": 2367.58, "text": "C1 C1 C1 ضربنا كل المتغيرات C2 CT كل المتغيرات جمعنا بعدين قسمنا على C1 C1 MU في B plus MU في B فجبنا متوسط ال A's ال A مع ال A يعني باين كرياضيا باين المفروض فكأن فعلا جبت A", "tokens": [34, 16, 383, 16, 383, 16, 48812, 25513, 8315, 28242, 9673, 2655, 17082, 13546, 9307, 383, 17, 19529, 28242, 9673, 2655, 17082, 13546, 9307, 10874, 2304, 3615, 8315, 39182, 9957, 12174, 38251, 8315, 15844, 383, 16, 383, 16, 17935, 8978, 363, 1804, 17935, 8978, 363, 6156, 7435, 3555, 8315, 44650, 41779, 9566, 2423, 316, 311, 2423, 316, 20449, 2423, 316, 37495, 22653, 4724, 995, 9957, 9122, 16572, 46958, 25528, 4724, 995, 9957, 9673, 5172, 32887, 11242, 6156, 4117, 33456, 6156, 3615, 15040, 10874, 3555, 2655, 316], "avg_logprob": -0.14358836241152095, "compression_ratio": 1.6257309941520468, "no_speech_prob": 1.1920928955078125e-06, "words": [{"start": 2342.92, "end": 2343.4, "word": "C1", "probability": 0.80712890625}, {"start": 2343.4, "end": 2343.8, "word": " C1", "probability": 0.71875}, {"start": 2343.8, "end": 2344.12, "word": " C1", "probability": 0.95263671875}, {"start": 2344.12, "end": 2344.6, "word": " ضربنا", "probability": 0.9171549479166666}, {"start": 2344.6, "end": 2344.92, "word": " كل", "probability": 0.9853515625}, {"start": 2344.92, "end": 2345.68, "word": " المتغيرات", "probability": 0.99033203125}, {"start": 2345.68, "end": 2346.6, "word": " C2", "probability": 0.8740234375}, {"start": 2346.6, "end": 2346.92, "word": " CT", "probability": 0.46630859375}, {"start": 2346.92, "end": 2347.44, "word": " كل", "probability": 0.2406005859375}, {"start": 2347.44, "end": 2347.96, "word": " المتغيرات", "probability": 0.994921875}, {"start": 2347.96, "end": 2348.36, "word": " جمعنا", "probability": 0.9566650390625}, {"start": 2348.36, "end": 2349.02, "word": " بعدين", "probability": 0.8388671875}, {"start": 2349.02, "end": 2349.56, "word": " قسمنا", "probability": 0.9913736979166666}, {"start": 2349.56, "end": 2349.84, "word": " على", "probability": 0.7900390625}, {"start": 2349.84, "end": 2350.82, "word": " C1", "probability": 0.937255859375}, {"start": 2350.82, "end": 2351.28, "word": " C1", "probability": 0.9404296875}, {"start": 2351.28, "end": 2351.86, "word": " MU", "probability": 0.450927734375}, {"start": 2351.86, "end": 2352.22, "word": " في", "probability": 0.368408203125}, {"start": 2352.22, "end": 2352.48, "word": " B", "probability": 0.7392578125}, {"start": 2352.48, "end": 2353.76, "word": " plus", "probability": 0.32373046875}, {"start": 2353.76, "end": 2354.26, "word": " MU", "probability": 0.9208984375}, {"start": 2354.26, "end": 2354.48, "word": " في", "probability": 0.8623046875}, {"start": 2354.48, "end": 2354.6, "word": " B", "probability": 0.9560546875}, {"start": 2354.6, "end": 2354.96, "word": " فجبنا", "probability": 0.946533203125}, {"start": 2354.96, "end": 2356.06, "word": " متوسط", "probability": 0.9775390625}, {"start": 2356.06, "end": 2356.5, "word": " ال", "probability": 0.97412109375}, {"start": 2356.5, "end": 2357.1, "word": " A's", "probability": 0.55029296875}, {"start": 2357.1, "end": 2358.06, "word": " ال", "probability": 0.74853515625}, {"start": 2358.06, "end": 2358.24, "word": " A", "probability": 0.890625}, {"start": 2358.24, "end": 2358.4, "word": " مع", "probability": 0.998046875}, {"start": 2358.4, "end": 2358.56, "word": " ال", "probability": 0.9560546875}, {"start": 2358.56, "end": 2358.76, "word": " A", "probability": 0.92919921875}, {"start": 2358.76, "end": 2361.58, "word": " يعني", "probability": 0.9345703125}, {"start": 2361.58, "end": 2362.02, "word": " باين", "probability": 0.9090169270833334}, {"start": 2362.02, "end": 2362.72, "word": " كرياضيا", "probability": 0.894287109375}, {"start": 2362.72, "end": 2363.62, "word": " باين", "probability": 0.9755859375}, {"start": 2363.62, "end": 2364.08, "word": " المفروض", "probability": 0.9925537109375}, {"start": 2364.08, "end": 2365.1, "word": " فكأن", "probability": 0.8758138020833334}, {"start": 2365.1, "end": 2365.52, "word": " فعلا", "probability": 0.8326822916666666}, {"start": 2365.52, "end": 2366.56, "word": " جبت", "probability": 0.9850260416666666}, {"start": 2366.56, "end": 2367.58, "word": " A", "probability": 0.9404296875}], "temperature": 1.0}, {"id": 98, "seek": 238355, "start": 2368.29, "end": 2383.55, "text": "مش عارف يعني هي المفروض تيجي هنا مثلا في منطقة حالة زي هذه تيجي هنا في منطقة هنا مثلا كإني جيبت هنا ايه الخاصة بال graph أو بال area الناتجة بال resultant area", "tokens": [2304, 8592, 6225, 9640, 5172, 37495, 22653, 39896, 9673, 5172, 32887, 11242, 6055, 1829, 7435, 1829, 34105, 50113, 15040, 8978, 9154, 9566, 28671, 11331, 6027, 3660, 30767, 1829, 29538, 6055, 1829, 7435, 1829, 34105, 8978, 9154, 9566, 28671, 34105, 50113, 15040, 9122, 28814, 22653, 10874, 1829, 3555, 2655, 34105, 1975, 1829, 3224, 33962, 33546, 3660, 20666, 4295, 34051, 20666, 1859, 28239, 9307, 7435, 3660, 20666, 1874, 394, 1859], "avg_logprob": -0.14266304002291913, "compression_ratio": 1.7032258064516128, "no_speech_prob": 0.0, "words": [{"start": 2368.29, "end": 2368.65, "word": "مش", "probability": 0.858642578125}, {"start": 2368.65, "end": 2368.81, "word": " عارف", "probability": 0.9728190104166666}, {"start": 2368.81, "end": 2368.93, "word": " يعني", "probability": 0.78759765625}, {"start": 2368.93, "end": 2369.09, "word": " هي", "probability": 0.7802734375}, {"start": 2369.09, "end": 2369.45, "word": " المفروض", "probability": 0.9967041015625}, {"start": 2369.45, "end": 2369.71, "word": " تيجي", "probability": 0.848876953125}, {"start": 2369.71, "end": 2369.87, "word": " هنا", "probability": 0.9794921875}, {"start": 2369.87, "end": 2370.19, "word": " مثلا", "probability": 0.943359375}, {"start": 2370.19, "end": 2370.35, "word": " في", "probability": 0.9033203125}, {"start": 2370.35, "end": 2370.89, "word": " منطقة", "probability": 0.97900390625}, {"start": 2370.89, "end": 2371.95, "word": " حالة", "probability": 0.8763020833333334}, {"start": 2371.95, "end": 2372.07, "word": " زي", "probability": 0.978515625}, {"start": 2372.07, "end": 2372.25, "word": " هذه", "probability": 0.8896484375}, {"start": 2372.25, "end": 2372.51, "word": " تيجي", "probability": 0.9031982421875}, {"start": 2372.51, "end": 2372.63, "word": " هنا", "probability": 0.7626953125}, {"start": 2372.63, "end": 2372.87, "word": " في", "probability": 0.77490234375}, {"start": 2372.87, "end": 2373.27, "word": " منطقة", "probability": 0.9847005208333334}, {"start": 2373.27, "end": 2373.47, "word": " هنا", "probability": 0.8310546875}, {"start": 2373.47, "end": 2374.37, "word": " مثلا", "probability": 0.986083984375}, {"start": 2374.37, "end": 2375.09, "word": " كإني", "probability": 0.5904134114583334}, {"start": 2375.09, "end": 2375.43, "word": " جيبت", "probability": 0.943603515625}, {"start": 2375.43, "end": 2375.91, "word": " هنا", "probability": 0.97900390625}, {"start": 2375.91, "end": 2376.69, "word": " ايه", "probability": 0.6464029947916666}, {"start": 2376.69, "end": 2377.81, "word": " الخاصة", "probability": 0.9580078125}, {"start": 2377.81, "end": 2378.19, "word": " بال", "probability": 0.97509765625}, {"start": 2378.19, "end": 2378.83, "word": " graph", "probability": 0.82177734375}, {"start": 2378.83, "end": 2379.93, "word": " أو", "probability": 0.5625}, {"start": 2379.93, "end": 2380.13, "word": " بال", "probability": 0.94189453125}, {"start": 2380.13, "end": 2380.53, "word": " area", "probability": 0.88525390625}, {"start": 2380.53, "end": 2381.83, "word": " الناتجة", "probability": 0.8944091796875}, {"start": 2381.83, "end": 2382.33, "word": " بال", "probability": 0.78076171875}, {"start": 2382.33, "end": 2383.01, "word": " resultant", "probability": 0.965087890625}, {"start": 2383.01, "end": 2383.55, "word": " area", "probability": 0.8740234375}], "temperature": 1.0}, {"id": 99, "seek": 240782, "start": 2384.54, "end": 2407.82, "text": "ال area اللى نتجت عندى وهو ده اصلا المطلوب اللى هى ال center of the gravity center of the gravity فبنكون جيبنا ايه ال .. للكل .. ايه للكل و اللى هى تمثل لنا لان crisp value طلعتها كنتيجة كاش كنتيجة فبالضبط هى ال .. ال .. ال neuro fuzzy ف neuro fuzzy", "tokens": [6027, 1859, 13672, 7578, 8717, 2655, 7435, 2655, 43242, 7578, 37037, 2407, 11778, 3224, 1975, 9381, 15040, 9673, 9566, 1211, 37746, 13672, 7578, 8032, 7578, 2423, 3056, 295, 264, 12110, 3056, 295, 264, 12110, 6156, 3555, 1863, 30544, 10874, 1829, 3555, 8315, 1975, 1829, 3224, 2423, 4386, 5296, 23275, 1211, 4386, 1975, 1829, 3224, 5296, 23275, 1211, 4032, 13672, 7578, 8032, 7578, 46811, 12984, 1211, 5296, 8315, 5296, 7649, 22952, 2158, 23032, 1211, 34268, 11296, 9122, 29399, 1829, 7435, 3660, 9122, 33599, 9122, 29399, 1829, 7435, 3660, 6156, 3555, 6027, 11242, 3555, 9566, 8032, 7578, 2423, 4386, 2423, 4386, 2423, 16499, 34710, 6156, 16499, 34710], "avg_logprob": -0.2626768766709094, "compression_ratio": 1.8217821782178218, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 2384.54, "end": 2384.76, "word": "ال", "probability": 0.7568359375}, {"start": 2384.76, "end": 2385.04, "word": " area", "probability": 0.239990234375}, {"start": 2385.04, "end": 2385.2, "word": " اللى", "probability": 0.751708984375}, {"start": 2385.2, "end": 2385.64, "word": " نتجت", "probability": 0.9561767578125}, {"start": 2385.64, "end": 2386.1, "word": " عندى", "probability": 0.805419921875}, {"start": 2386.1, "end": 2386.64, "word": " وهو", "probability": 0.700439453125}, {"start": 2386.64, "end": 2386.78, "word": " ده", "probability": 0.904541015625}, {"start": 2386.78, "end": 2387.02, "word": " اصلا", "probability": 0.748291015625}, {"start": 2387.02, "end": 2387.42, "word": " المطلوب", "probability": 0.9744873046875}, {"start": 2387.42, "end": 2387.56, "word": " اللى", "probability": 0.958984375}, {"start": 2387.56, "end": 2387.68, "word": " هى", "probability": 0.875244140625}, {"start": 2387.68, "end": 2387.8, "word": " ال", "probability": 0.362060546875}, {"start": 2387.8, "end": 2388.12, "word": " center", "probability": 0.7177734375}, {"start": 2388.12, "end": 2388.46, "word": " of", "probability": 0.95947265625}, {"start": 2388.46, "end": 2388.6, "word": " the", "probability": 0.49365234375}, {"start": 2388.6, "end": 2389.02, "word": " gravity", "probability": 0.35888671875}, {"start": 2389.02, "end": 2389.88, "word": " center", "probability": 0.335205078125}, {"start": 2389.88, "end": 2390.1, "word": " of", "probability": 0.736328125}, {"start": 2390.1, "end": 2390.38, "word": " the", "probability": 0.435302734375}, {"start": 2390.38, "end": 2390.74, "word": " gravity", "probability": 0.884765625}, {"start": 2390.74, "end": 2391.36, "word": " فبنكون", "probability": 0.870361328125}, {"start": 2391.36, "end": 2392.0, "word": " جيبنا", "probability": 0.826904296875}, {"start": 2392.0, "end": 2392.84, "word": " ايه", "probability": 0.6845703125}, {"start": 2392.84, "end": 2393.26, "word": " ال", "probability": 0.4423828125}, {"start": 2393.26, "end": 2393.78, "word": " ..", "probability": 0.341064453125}, {"start": 2393.78, "end": 2395.24, "word": " للكل", "probability": 0.8427734375}, {"start": 2395.24, "end": 2395.84, "word": " ..", "probability": 0.465087890625}, {"start": 2395.84, "end": 2396.04, "word": " ايه", "probability": 0.91748046875}, {"start": 2396.04, "end": 2396.58, "word": " للكل", "probability": 0.95654296875}, {"start": 2396.58, "end": 2397.28, "word": " و", "probability": 0.33935546875}, {"start": 2397.28, "end": 2397.4, "word": " اللى", "probability": 0.94677734375}, {"start": 2397.4, "end": 2397.54, "word": " هى", "probability": 0.9736328125}, {"start": 2397.54, "end": 2398.08, "word": " تمثل", "probability": 0.9716796875}, {"start": 2398.08, "end": 2398.28, "word": " لنا", "probability": 0.51806640625}, {"start": 2398.28, "end": 2398.54, "word": " لان", "probability": 0.560791015625}, {"start": 2398.54, "end": 2398.9, "word": " crisp", "probability": 0.7236328125}, {"start": 2398.9, "end": 2399.54, "word": " value", "probability": 0.990234375}, {"start": 2399.54, "end": 2400.34, "word": " طلعتها", "probability": 0.9847412109375}, {"start": 2400.34, "end": 2401.42, "word": " كنتيجة", "probability": 0.95322265625}, {"start": 2401.42, "end": 2402.1, "word": " كاش", "probability": 0.56884765625}, {"start": 2402.1, "end": 2402.74, "word": " كنتيجة", "probability": 0.977734375}, {"start": 2402.74, "end": 2403.58, "word": " فبالضبط", "probability": 0.9397786458333334}, {"start": 2403.58, "end": 2404.34, "word": " هى", "probability": 0.731201171875}, {"start": 2404.34, "end": 2404.94, "word": " ال", "probability": 0.94580078125}, {"start": 2404.94, "end": 2405.16, "word": " ..", "probability": 0.67578125}, {"start": 2405.16, "end": 2405.58, "word": " ال", "probability": 0.9326171875}, {"start": 2405.58, "end": 2405.58, "word": " ..", "probability": 0.68115234375}, {"start": 2405.58, "end": 2405.74, "word": " ال", "probability": 0.88525390625}, {"start": 2405.74, "end": 2405.96, "word": " neuro", "probability": 0.5419921875}, {"start": 2405.96, "end": 2406.3, "word": " fuzzy", "probability": 0.68017578125}, {"start": 2406.3, "end": 2407.16, "word": " ف", "probability": 0.931640625}, {"start": 2407.16, "end": 2407.52, "word": " neuro", "probability": 0.6279296875}, {"start": 2407.52, "end": 2407.82, "word": " fuzzy", "probability": 0.9267578125}], "temperature": 1.0}, {"id": 100, "seek": 242891, "start": 2408.77, "end": 2428.91, "text": "هل بتعلم؟ اه بتعلم و مافيش مشكلة كتير في .. في تعلمه بنقدر ندربه من خلال مجموعة ال weights اللي عنده و بنستخدم هى ال back propagation ال algorithm العادية بنقدر نرجع لل back propagation و نشوف كيف قالية ال .. ال .. ال برمجة اتتها او كيف قالية ال learning تبعها عشان نقول نهو نفس القالية هى هى بتستخدم عندنا", "tokens": [3224, 1211, 39894, 3615, 19528, 22807, 1975, 3224, 39894, 3615, 19528, 4032, 19446, 41185, 8592, 37893, 28820, 3660, 9122, 2655, 13546, 8978, 4386, 8978, 37279, 19528, 3224, 44945, 28543, 2288, 8717, 3215, 25513, 3224, 9154, 16490, 1211, 6027, 3714, 7435, 2304, 2407, 27884, 2423, 17443, 13672, 1829, 43242, 3224, 4032, 44945, 14851, 9778, 40448, 8032, 7578, 2423, 646, 38377, 2423, 9284, 18863, 18513, 10632, 44945, 28543, 2288, 8717, 47341, 3615, 24976, 646, 38377, 4032, 8717, 8592, 38688, 9122, 33911, 12174, 6027, 10632, 2423, 4386, 2423, 4386, 2423, 4724, 2288, 2304, 7435, 3660, 1975, 2655, 2655, 11296, 1975, 2407, 9122, 33911, 12174, 6027, 10632, 2423, 2539, 6055, 3555, 3615, 11296, 6225, 8592, 7649, 8717, 39648, 8717, 3224, 2407, 8717, 36178, 25062, 6027, 10632, 8032, 7578, 8032, 7578, 39894, 14851, 9778, 40448, 43242, 8315], "avg_logprob": -0.18879228695890957, "compression_ratio": 1.870722433460076, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 2408.77, "end": 2409.19, "word": "هل", "probability": 0.975830078125}, {"start": 2409.19, "end": 2409.67, "word": " بتعلم؟", "probability": 0.91748046875}, {"start": 2409.67, "end": 2409.87, "word": " اه", "probability": 0.6851806640625}, {"start": 2409.87, "end": 2410.41, "word": " بتعلم", "probability": 0.87646484375}, {"start": 2410.41, "end": 2410.79, "word": " و", "probability": 0.8369140625}, {"start": 2410.79, "end": 2411.11, "word": " مافيش", "probability": 0.795166015625}, {"start": 2411.11, "end": 2411.51, "word": " مشكلة", "probability": 0.9873046875}, {"start": 2411.51, "end": 2411.81, "word": " كتير", "probability": 0.984375}, {"start": 2411.81, "end": 2412.07, "word": " في", "probability": 0.6337890625}, {"start": 2412.07, "end": 2412.07, "word": " ..", "probability": 0.306884765625}, {"start": 2412.07, "end": 2412.23, "word": " في", "probability": 0.8935546875}, {"start": 2412.23, "end": 2412.77, "word": " تعلمه", "probability": 0.96826171875}, {"start": 2412.77, "end": 2413.19, "word": " بنقدر", "probability": 0.7775065104166666}, {"start": 2413.19, "end": 2414.05, "word": " ندربه", "probability": 0.89892578125}, {"start": 2414.05, "end": 2414.21, "word": " من", "probability": 0.9951171875}, {"start": 2414.21, "end": 2414.47, "word": " خلال", "probability": 0.9920247395833334}, {"start": 2414.47, "end": 2414.81, "word": " مجموعة", "probability": 0.93056640625}, {"start": 2414.81, "end": 2414.93, "word": " ال", "probability": 0.98779296875}, {"start": 2414.93, "end": 2415.15, "word": " weights", "probability": 0.63427734375}, {"start": 2415.15, "end": 2415.31, "word": " اللي", "probability": 0.859619140625}, {"start": 2415.31, "end": 2415.65, "word": " عنده", "probability": 0.990234375}, {"start": 2415.65, "end": 2415.95, "word": " و", "probability": 0.578125}, {"start": 2415.95, "end": 2416.47, "word": " بنستخدم", "probability": 0.97998046875}, {"start": 2416.47, "end": 2416.63, "word": " هى", "probability": 0.575927734375}, {"start": 2416.63, "end": 2416.73, "word": " ال", "probability": 0.951171875}, {"start": 2416.73, "end": 2416.87, "word": " back", "probability": 0.74755859375}, {"start": 2416.87, "end": 2417.33, "word": " propagation", "probability": 0.7490234375}, {"start": 2417.33, "end": 2417.51, "word": " ال", "probability": 0.491455078125}, {"start": 2417.51, "end": 2417.81, "word": " algorithm", "probability": 0.5087890625}, {"start": 2417.81, "end": 2418.41, "word": " العادية", "probability": 0.9703776041666666}, {"start": 2418.41, "end": 2419.17, "word": " بنقدر", "probability": 0.82763671875}, {"start": 2419.17, "end": 2419.49, "word": " نرجع", "probability": 0.97900390625}, {"start": 2419.49, "end": 2419.63, "word": " لل", "probability": 0.42138671875}, {"start": 2419.63, "end": 2419.91, "word": " back", "probability": 0.87060546875}, {"start": 2419.91, "end": 2420.37, "word": " propagation", "probability": 0.9521484375}, {"start": 2420.37, "end": 2420.57, "word": " و", "probability": 0.96533203125}, {"start": 2420.57, "end": 2420.79, "word": " نشوف", "probability": 0.9679361979166666}, {"start": 2420.79, "end": 2421.01, "word": " كيف", "probability": 0.962158203125}, {"start": 2421.01, "end": 2421.37, "word": " قالية", "probability": 0.7073567708333334}, {"start": 2421.37, "end": 2421.65, "word": " ال", "probability": 0.96044921875}, {"start": 2421.65, "end": 2421.65, "word": " ..", "probability": 0.9326171875}, {"start": 2421.65, "end": 2421.95, "word": " ال", "probability": 0.9375}, {"start": 2421.95, "end": 2422.01, "word": " ..", "probability": 0.55712890625}, {"start": 2422.01, "end": 2422.01, "word": " ال", "probability": 0.75439453125}, {"start": 2422.01, "end": 2422.39, "word": " برمجة", "probability": 0.799560546875}, {"start": 2422.39, "end": 2422.77, "word": " اتتها", "probability": 0.76739501953125}, {"start": 2422.77, "end": 2423.17, "word": " او", "probability": 0.889892578125}, {"start": 2423.17, "end": 2423.35, "word": " كيف", "probability": 0.961181640625}, {"start": 2423.35, "end": 2423.61, "word": " قالية", "probability": 0.9401041666666666}, {"start": 2423.61, "end": 2423.79, "word": " ال", "probability": 0.9658203125}, {"start": 2423.79, "end": 2424.11, "word": " learning", "probability": 0.96630859375}, {"start": 2424.11, "end": 2424.69, "word": " تبعها", "probability": 0.9044189453125}, {"start": 2424.69, "end": 2425.31, "word": " عشان", "probability": 0.9786783854166666}, {"start": 2425.31, "end": 2425.55, "word": " نقول", "probability": 0.98828125}, {"start": 2425.55, "end": 2425.77, "word": " نهو", "probability": 0.5502115885416666}, {"start": 2425.77, "end": 2426.15, "word": " نفس", "probability": 0.8251953125}, {"start": 2426.15, "end": 2426.59, "word": " القالية", "probability": 0.9697265625}, {"start": 2426.59, "end": 2426.77, "word": " هى", "probability": 0.904052734375}, {"start": 2426.77, "end": 2426.89, "word": " هى", "probability": 0.7607421875}, {"start": 2426.89, "end": 2427.55, "word": " بتستخدم", "probability": 0.97998046875}, {"start": 2427.55, "end": 2428.91, "word": " عندنا", "probability": 0.60986328125}], "temperature": 1.0}, {"id": 101, "seek": 245114, "start": 2430.46, "end": 2451.14, "text": "الكلام ده كله بتتم الحقيقة بدون أي مشاكل، إذا ضررلي أنا أتدرب فيه، بعطي input و بشوف ال output أو بكون عارف أنا المفروض هيدا يطلع ال output كذا، ب .. لازم يكون في عندي data، يكون عندي مجموعة data كتيرة، أنا عارف إن كل ما بيصيروا ال input هدول، بيصيروا ال output هدول، فبعطيهم من غير ما أنا أبني ال rule", "tokens": [6027, 28820, 10943, 11778, 3224, 28242, 3224, 39894, 39237, 21542, 38436, 28671, 47525, 11536, 36632, 37893, 995, 28820, 12399, 11933, 15730, 48812, 2288, 2288, 20292, 41850, 5551, 2655, 3215, 25513, 8978, 3224, 12399, 4724, 3615, 9566, 1829, 4846, 4032, 4724, 8592, 38688, 2423, 5598, 34051, 4724, 30544, 6225, 9640, 5172, 41850, 9673, 5172, 32887, 11242, 8032, 25708, 995, 7251, 9566, 1211, 3615, 2423, 5598, 9122, 15730, 12399, 4724, 4386, 5296, 31377, 2304, 7251, 30544, 8978, 18871, 16254, 1412, 12399, 7251, 30544, 43242, 1829, 3714, 7435, 2304, 2407, 27884, 1412, 9122, 2655, 48923, 12399, 41850, 6225, 9640, 5172, 36145, 28242, 19446, 4724, 1829, 9381, 13546, 14407, 2423, 4846, 8032, 3215, 12610, 12399, 4724, 1829, 9381, 13546, 14407, 2423, 5598, 8032, 3215, 12610, 12399, 6156, 3555, 3615, 9566, 1829, 16095, 9154, 32771, 13546, 19446, 41850, 5551, 3555, 22653, 2423, 4978], "avg_logprob": -0.15759891657520542, "compression_ratio": 1.862453531598513, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2430.46, "end": 2431.0, "word": "الكلام", "probability": 0.96533203125}, {"start": 2431.0, "end": 2431.14, "word": " ده", "probability": 0.81884765625}, {"start": 2431.14, "end": 2431.4, "word": " كله", "probability": 0.93896484375}, {"start": 2431.4, "end": 2431.76, "word": " بتتم", "probability": 0.775390625}, {"start": 2431.76, "end": 2432.4, "word": " الحقيقة", "probability": 0.9892578125}, {"start": 2432.4, "end": 2432.8, "word": " بدون", "probability": 0.988525390625}, {"start": 2432.8, "end": 2432.92, "word": " أي", "probability": 0.6494140625}, {"start": 2432.92, "end": 2433.78, "word": " مشاكل،", "probability": 0.826904296875}, {"start": 2433.78, "end": 2434.56, "word": " إذا", "probability": 0.84033203125}, {"start": 2434.56, "end": 2434.84, "word": " ضررلي", "probability": 0.777587890625}, {"start": 2434.84, "end": 2434.94, "word": " أنا", "probability": 0.194580078125}, {"start": 2434.94, "end": 2435.26, "word": " أتدرب", "probability": 0.71795654296875}, {"start": 2435.26, "end": 2435.56, "word": " فيه،", "probability": 0.8458658854166666}, {"start": 2435.56, "end": 2435.84, "word": " بعطي", "probability": 0.77880859375}, {"start": 2435.84, "end": 2436.14, "word": " input", "probability": 0.98681640625}, {"start": 2436.14, "end": 2436.34, "word": " و", "probability": 0.6455078125}, {"start": 2436.34, "end": 2436.64, "word": " بشوف", "probability": 0.9806315104166666}, {"start": 2436.64, "end": 2436.76, "word": " ال", "probability": 0.96142578125}, {"start": 2436.76, "end": 2437.14, "word": " output", "probability": 0.97412109375}, {"start": 2437.14, "end": 2437.66, "word": " أو", "probability": 0.81982421875}, {"start": 2437.66, "end": 2438.38, "word": " بكون", "probability": 0.92138671875}, {"start": 2438.38, "end": 2438.8, "word": " عارف", "probability": 0.9947916666666666}, {"start": 2438.8, "end": 2438.96, "word": " أنا", "probability": 0.6416015625}, {"start": 2438.96, "end": 2439.46, "word": " المفروض", "probability": 0.9091796875}, {"start": 2439.46, "end": 2439.66, "word": " هيدا", "probability": 0.609130859375}, {"start": 2439.66, "end": 2440.02, "word": " يطلع", "probability": 0.9903564453125}, {"start": 2440.02, "end": 2440.14, "word": " ال", "probability": 0.87890625}, {"start": 2440.14, "end": 2440.4, "word": " output", "probability": 0.99267578125}, {"start": 2440.4, "end": 2441.3, "word": " كذا،", "probability": 0.91015625}, {"start": 2441.3, "end": 2441.4, "word": " ب", "probability": 0.498779296875}, {"start": 2441.4, "end": 2442.5, "word": " ..", "probability": 0.9609375}, {"start": 2442.5, "end": 2442.94, "word": " لازم", "probability": 0.9931640625}, {"start": 2442.94, "end": 2443.1, "word": " يكون", "probability": 0.9794921875}, {"start": 2443.1, "end": 2443.24, "word": " في", "probability": 0.97705078125}, {"start": 2443.24, "end": 2443.48, "word": " عندي", "probability": 0.790771484375}, {"start": 2443.48, "end": 2444.54, "word": " data،", "probability": 0.863525390625}, {"start": 2444.54, "end": 2444.74, "word": " يكون", "probability": 0.962158203125}, {"start": 2444.74, "end": 2445.28, "word": " عندي", "probability": 0.606689453125}, {"start": 2445.28, "end": 2445.62, "word": " مجموعة", "probability": 0.9580078125}, {"start": 2445.62, "end": 2445.86, "word": " data", "probability": 0.818359375}, {"start": 2445.86, "end": 2446.68, "word": " كتيرة،", "probability": 0.9188232421875}, {"start": 2446.68, "end": 2446.84, "word": " أنا", "probability": 0.8388671875}, {"start": 2446.84, "end": 2447.12, "word": " عارف", "probability": 0.9964192708333334}, {"start": 2447.12, "end": 2447.24, "word": " إن", "probability": 0.334716796875}, {"start": 2447.24, "end": 2447.42, "word": " كل", "probability": 0.8349609375}, {"start": 2447.42, "end": 2447.54, "word": " ما", "probability": 0.94970703125}, {"start": 2447.54, "end": 2447.92, "word": " بيصيروا", "probability": 0.830078125}, {"start": 2447.92, "end": 2448.0, "word": " ال", "probability": 0.98095703125}, {"start": 2448.0, "end": 2448.24, "word": " input", "probability": 0.98486328125}, {"start": 2448.24, "end": 2448.6, "word": " هدول،", "probability": 0.83935546875}, {"start": 2448.6, "end": 2448.88, "word": " بيصيروا", "probability": 0.97763671875}, {"start": 2448.88, "end": 2448.94, "word": " ال", "probability": 0.990234375}, {"start": 2448.94, "end": 2449.16, "word": " output", "probability": 0.9853515625}, {"start": 2449.16, "end": 2449.48, "word": " هدول،", "probability": 0.9527587890625}, {"start": 2449.48, "end": 2449.98, "word": " فبعطيهم", "probability": 0.9803059895833334}, {"start": 2449.98, "end": 2450.14, "word": " من", "probability": 0.98828125}, {"start": 2450.14, "end": 2450.26, "word": " غير", "probability": 0.997802734375}, {"start": 2450.26, "end": 2450.36, "word": " ما", "probability": 0.931640625}, {"start": 2450.36, "end": 2450.5, "word": " أنا", "probability": 0.7734375}, {"start": 2450.5, "end": 2450.68, "word": " أبني", "probability": 0.8987630208333334}, {"start": 2450.68, "end": 2450.92, "word": " ال", "probability": 0.99169921875}, {"start": 2450.92, "end": 2451.14, "word": " rule", "probability": 0.89892578125}], "temperature": 1.0}, {"id": 102, "seek": 247602, "start": 2451.72, "end": 2476.02, "text": "أنا بس بعطيها و بخليها تدرّب حالها أن هي تعطيني أفضل rules ممكنة أفضل rules ممكنة كالتالي أن هاي مثلا عندي في عندي هنا أكم rule في عندي five rule in Europe fuzzy system ال rules هدولة بالشكل اللي احنا شايفينه أمامنا عشان نشوف إيش علاقته بالرسم", "tokens": [10721, 8315, 4724, 3794, 4724, 3615, 9566, 1829, 11296, 4032, 4724, 9778, 20292, 11296, 6055, 3215, 2288, 11703, 3555, 11331, 6027, 11296, 14739, 39896, 37279, 9566, 9957, 1829, 5551, 5172, 11242, 1211, 4474, 3714, 43020, 3660, 5551, 5172, 11242, 1211, 4474, 3714, 43020, 3660, 9122, 6027, 2655, 6027, 1829, 14739, 8032, 47302, 50113, 15040, 18871, 16254, 8978, 18871, 16254, 34105, 5551, 24793, 4978, 8978, 18871, 16254, 1732, 4978, 294, 3315, 34710, 1185, 2423, 4474, 8032, 3215, 12610, 3660, 20666, 8592, 28820, 13672, 1829, 1975, 5016, 8315, 13412, 995, 33911, 9957, 3224, 5551, 2304, 10943, 8315, 6225, 8592, 7649, 8717, 8592, 38688, 11933, 1829, 8592, 11203, 995, 38149, 3224, 20666, 2288, 38251], "avg_logprob": -0.16001673614872353, "compression_ratio": 1.7280701754385965, "no_speech_prob": 0.0, "words": [{"start": 2451.72, "end": 2451.94, "word": "أنا", "probability": 0.8017578125}, {"start": 2451.94, "end": 2452.16, "word": " بس", "probability": 0.9814453125}, {"start": 2452.16, "end": 2452.78, "word": " بعطيها", "probability": 0.817578125}, {"start": 2452.78, "end": 2453.4, "word": " و", "probability": 0.91162109375}, {"start": 2453.4, "end": 2454.24, "word": " بخليها", "probability": 0.9512939453125}, {"start": 2454.24, "end": 2454.78, "word": " تدرّب", "probability": 0.751806640625}, {"start": 2454.78, "end": 2455.38, "word": " حالها", "probability": 0.99365234375}, {"start": 2455.38, "end": 2455.98, "word": " أن", "probability": 0.45458984375}, {"start": 2455.98, "end": 2456.12, "word": " هي", "probability": 0.75732421875}, {"start": 2456.12, "end": 2456.6, "word": " تعطيني", "probability": 0.804443359375}, {"start": 2456.6, "end": 2457.2, "word": " أفضل", "probability": 0.9935302734375}, {"start": 2457.2, "end": 2457.7, "word": " rules", "probability": 0.86083984375}, {"start": 2457.7, "end": 2458.5, "word": " ممكنة", "probability": 0.9654947916666666}, {"start": 2458.5, "end": 2459.36, "word": " أفضل", "probability": 0.916259765625}, {"start": 2459.36, "end": 2459.78, "word": " rules", "probability": 0.89306640625}, {"start": 2459.78, "end": 2460.4, "word": " ممكنة", "probability": 0.9894205729166666}, {"start": 2460.4, "end": 2461.18, "word": " كالتالي", "probability": 0.91572265625}, {"start": 2461.18, "end": 2461.76, "word": " أن", "probability": 0.371826171875}, {"start": 2461.76, "end": 2461.94, "word": " هاي", "probability": 0.6839599609375}, {"start": 2461.94, "end": 2462.22, "word": " مثلا", "probability": 0.975830078125}, {"start": 2462.22, "end": 2462.62, "word": " عندي", "probability": 0.856201171875}, {"start": 2462.62, "end": 2463.62, "word": " في", "probability": 0.6201171875}, {"start": 2463.62, "end": 2463.86, "word": " عندي", "probability": 0.810546875}, {"start": 2463.86, "end": 2464.0, "word": " هنا", "probability": 0.94140625}, {"start": 2464.0, "end": 2464.28, "word": " أكم", "probability": 0.5177001953125}, {"start": 2464.28, "end": 2464.58, "word": " rule", "probability": 0.552734375}, {"start": 2464.58, "end": 2464.78, "word": " في", "probability": 0.66455078125}, {"start": 2464.78, "end": 2465.02, "word": " عندي", "probability": 0.974365234375}, {"start": 2465.02, "end": 2465.36, "word": " five", "probability": 0.86767578125}, {"start": 2465.36, "end": 2465.78, "word": " rule", "probability": 0.6591796875}, {"start": 2465.78, "end": 2466.26, "word": " in", "probability": 0.7734375}, {"start": 2466.26, "end": 2466.56, "word": " Europe", "probability": 0.53759765625}, {"start": 2466.56, "end": 2467.2, "word": " fuzzy", "probability": 0.71337890625}, {"start": 2467.2, "end": 2467.9, "word": " system", "probability": 0.958984375}, {"start": 2467.9, "end": 2469.24, "word": " ال", "probability": 0.93505859375}, {"start": 2469.24, "end": 2469.46, "word": " rules", "probability": 0.8837890625}, {"start": 2469.46, "end": 2470.0, "word": " هدولة", "probability": 0.9288330078125}, {"start": 2470.0, "end": 2470.56, "word": " بالشكل", "probability": 0.9593098958333334}, {"start": 2470.56, "end": 2470.68, "word": " اللي", "probability": 0.973876953125}, {"start": 2470.68, "end": 2470.84, "word": " احنا", "probability": 0.784423828125}, {"start": 2470.84, "end": 2471.9, "word": " شايفينه", "probability": 0.9884765625}, {"start": 2471.9, "end": 2472.96, "word": " أمامنا", "probability": 0.955078125}, {"start": 2472.96, "end": 2474.22, "word": " عشان", "probability": 0.9718424479166666}, {"start": 2474.22, "end": 2474.74, "word": " نشوف", "probability": 0.99560546875}, {"start": 2474.74, "end": 2475.22, "word": " إيش", "probability": 0.85009765625}, {"start": 2475.22, "end": 2475.58, "word": " علاقته", "probability": 0.9697265625}, {"start": 2475.58, "end": 2476.02, "word": " بالرسم", "probability": 0.9739583333333334}], "temperature": 1.0}, {"id": 103, "seek": 249889, "start": 2478.73, "end": 2498.89, "text": "زي ما قلنا انا ايش اللي بغيره و ايش اللي بدربه هي ال weights هي قيمة ال weights هي قيمه قيم ال weights كانت هنا فعليا قبل ما باخد ال output النهائي قبل ما ناخد ال output النهائي فبجيب مجموعة الميوز اللي هنا كل واحد بدربه في ال weight الخاص فيه عشان اجمع ل membership", "tokens": [11622, 1829, 19446, 12174, 1211, 8315, 1975, 8315, 1975, 1829, 8592, 13672, 1829, 4724, 17082, 13546, 3224, 4032, 1975, 1829, 8592, 13672, 1829, 47525, 25513, 3224, 39896, 2423, 17443, 39896, 12174, 32640, 3660, 2423, 17443, 39896, 12174, 32640, 3224, 12174, 32640, 2423, 17443, 25961, 2655, 34105, 6156, 3615, 20292, 995, 12174, 36150, 19446, 4724, 47283, 3215, 2423, 5598, 28239, 3224, 16373, 1829, 12174, 36150, 19446, 8717, 47283, 3215, 2423, 5598, 28239, 3224, 16373, 1829, 6156, 3555, 7435, 1829, 3555, 3714, 7435, 2304, 2407, 27884, 9673, 1829, 2407, 11622, 13672, 1829, 34105, 28242, 36764, 24401, 47525, 25513, 3224, 8978, 2423, 3364, 33962, 33546, 8978, 3224, 6225, 8592, 7649, 1975, 7435, 2304, 3615, 5296, 16560], "avg_logprob": -0.16474780374974535, "compression_ratio": 2.0926829268292684, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 2478.73, "end": 2479.03, "word": "زي", "probability": 0.82958984375}, {"start": 2479.03, "end": 2479.11, "word": " ما", "probability": 0.95556640625}, {"start": 2479.11, "end": 2479.45, "word": " قلنا", "probability": 0.9085286458333334}, {"start": 2479.45, "end": 2479.89, "word": " انا", "probability": 0.708740234375}, {"start": 2479.89, "end": 2480.03, "word": " ايش", "probability": 0.658203125}, {"start": 2480.03, "end": 2480.13, "word": " اللي", "probability": 0.88720703125}, {"start": 2480.13, "end": 2480.67, "word": " بغيره", "probability": 0.9573974609375}, {"start": 2480.67, "end": 2480.81, "word": " و", "probability": 0.7529296875}, {"start": 2480.81, "end": 2480.91, "word": " ايش", "probability": 0.8917643229166666}, {"start": 2480.91, "end": 2481.03, "word": " اللي", "probability": 0.994384765625}, {"start": 2481.03, "end": 2481.61, "word": " بدربه", "probability": 0.9568684895833334}, {"start": 2481.61, "end": 2481.89, "word": " هي", "probability": 0.8564453125}, {"start": 2481.89, "end": 2482.03, "word": " ال", "probability": 0.97216796875}, {"start": 2482.03, "end": 2482.33, "word": " weights", "probability": 0.76806640625}, {"start": 2482.33, "end": 2483.03, "word": " هي", "probability": 0.64892578125}, {"start": 2483.03, "end": 2483.37, "word": " قيمة", "probability": 0.83837890625}, {"start": 2483.37, "end": 2483.43, "word": " ال", "probability": 0.99267578125}, {"start": 2483.43, "end": 2483.59, "word": " weights", "probability": 0.701171875}, {"start": 2483.59, "end": 2483.73, "word": " هي", "probability": 0.7353515625}, {"start": 2483.73, "end": 2484.07, "word": " قيمه", "probability": 0.7432454427083334}, {"start": 2484.07, "end": 2484.43, "word": " قيم", "probability": 0.5980224609375}, {"start": 2484.43, "end": 2484.55, "word": " ال", "probability": 0.96533203125}, {"start": 2484.55, "end": 2484.85, "word": " weights", "probability": 0.81396484375}, {"start": 2484.85, "end": 2485.53, "word": " كانت", "probability": 0.952392578125}, {"start": 2485.53, "end": 2485.77, "word": " هنا", "probability": 0.9765625}, {"start": 2485.77, "end": 2486.79, "word": " فعليا", "probability": 0.90625}, {"start": 2486.79, "end": 2487.29, "word": " قبل", "probability": 0.79248046875}, {"start": 2487.29, "end": 2487.41, "word": " ما", "probability": 0.9609375}, {"start": 2487.41, "end": 2487.85, "word": " باخد", "probability": 0.90625}, {"start": 2487.85, "end": 2488.11, "word": " ال", "probability": 0.94189453125}, {"start": 2488.11, "end": 2488.41, "word": " output", "probability": 0.98291015625}, {"start": 2488.41, "end": 2489.15, "word": " النهائي", "probability": 0.967529296875}, {"start": 2489.15, "end": 2489.61, "word": " قبل", "probability": 0.861328125}, {"start": 2489.61, "end": 2489.69, "word": " ما", "probability": 0.9765625}, {"start": 2489.69, "end": 2489.93, "word": " ناخد", "probability": 0.9576822916666666}, {"start": 2489.93, "end": 2490.01, "word": " ال", "probability": 0.96923828125}, {"start": 2490.01, "end": 2490.21, "word": " output", "probability": 0.9892578125}, {"start": 2490.21, "end": 2490.77, "word": " النهائي", "probability": 0.98828125}, {"start": 2490.77, "end": 2491.41, "word": " فبجيب", "probability": 0.9716796875}, {"start": 2491.41, "end": 2492.01, "word": " مجموعة", "probability": 0.93701171875}, {"start": 2492.01, "end": 2492.51, "word": " الميوز", "probability": 0.69952392578125}, {"start": 2492.51, "end": 2492.67, "word": " اللي", "probability": 0.956787109375}, {"start": 2492.67, "end": 2492.95, "word": " هنا", "probability": 0.99169921875}, {"start": 2492.95, "end": 2493.41, "word": " كل", "probability": 0.8701171875}, {"start": 2493.41, "end": 2493.65, "word": " واحد", "probability": 0.992431640625}, {"start": 2493.65, "end": 2494.29, "word": " بدربه", "probability": 0.84033203125}, {"start": 2494.29, "end": 2494.75, "word": " في", "probability": 0.9267578125}, {"start": 2494.75, "end": 2494.97, "word": " ال", "probability": 0.3505859375}, {"start": 2494.97, "end": 2495.51, "word": " weight", "probability": 0.8955078125}, {"start": 2495.51, "end": 2495.91, "word": " الخاص", "probability": 0.93505859375}, {"start": 2495.91, "end": 2496.33, "word": " فيه", "probability": 0.774658203125}, {"start": 2496.33, "end": 2496.95, "word": " عشان", "probability": 0.9713541666666666}, {"start": 2496.95, "end": 2497.71, "word": " اجمع", "probability": 0.896484375}, {"start": 2497.71, "end": 2498.31, "word": " ل", "probability": 0.6533203125}, {"start": 2498.31, "end": 2498.89, "word": " membership", "probability": 0.51220703125}], "temperature": 1.0}, {"id": 104, "seek": 252353, "start": 2499.61, "end": 2523.53, "text": "خاص من ال output فال membership الخاص هنا مثلا small وهنا large مثلا ف small جايين من اتنين و تلاتة واربعة large جايين من واحد وخمسة الان مجموعة ال weights هذه عشان فعلا كل ما ادخل ال antecedent او ال antecedents هم اكتر من واحد عند اتنين كل ما بدخل ال antecedents هدولة بطلعوا فعلا دايما نفس ال conclusion تبعهم", "tokens": [9778, 33546, 9154, 2423, 5598, 6156, 6027, 16560, 33962, 33546, 34105, 50113, 15040, 1359, 37037, 8315, 2416, 50113, 15040, 6156, 1359, 10874, 47302, 9957, 9154, 1975, 2655, 1863, 9957, 4032, 6055, 1211, 9307, 3660, 4032, 9640, 3555, 27884, 2416, 10874, 47302, 9957, 9154, 36764, 24401, 4032, 9778, 2304, 3794, 3660, 2423, 7649, 3714, 7435, 2304, 2407, 27884, 2423, 17443, 29538, 6225, 8592, 7649, 6156, 3615, 15040, 28242, 19446, 1975, 3215, 9778, 1211, 2423, 23411, 1232, 317, 1975, 2407, 2423, 23411, 1232, 791, 8032, 2304, 1975, 4117, 2655, 2288, 9154, 36764, 24401, 43242, 1975, 2655, 1863, 9957, 28242, 19446, 47525, 9778, 1211, 2423, 23411, 1232, 791, 8032, 3215, 12610, 3660, 4724, 9566, 1211, 3615, 14407, 6156, 3615, 15040, 11778, 47302, 15042, 8717, 36178, 2423, 10063, 6055, 3555, 3615, 16095], "avg_logprob": -0.13662790697674418, "compression_ratio": 1.927710843373494, "no_speech_prob": 1.3828277587890625e-05, "words": [{"start": 2499.61, "end": 2500.19, "word": "خاص", "probability": 0.87548828125}, {"start": 2500.19, "end": 2500.89, "word": " من", "probability": 0.984375}, {"start": 2500.89, "end": 2501.03, "word": " ال", "probability": 0.94970703125}, {"start": 2501.03, "end": 2501.49, "word": " output", "probability": 0.8798828125}, {"start": 2501.49, "end": 2501.99, "word": " فال", "probability": 0.705078125}, {"start": 2501.99, "end": 2502.33, "word": " membership", "probability": 0.7197265625}, {"start": 2502.33, "end": 2502.81, "word": " الخاص", "probability": 0.965087890625}, {"start": 2502.81, "end": 2502.97, "word": " هنا", "probability": 0.93994140625}, {"start": 2502.97, "end": 2503.23, "word": " مثلا", "probability": 0.84765625}, {"start": 2503.23, "end": 2503.63, "word": " small", "probability": 0.9033203125}, {"start": 2503.63, "end": 2504.11, "word": " وهنا", "probability": 0.790771484375}, {"start": 2504.11, "end": 2504.47, "word": " large", "probability": 0.90576171875}, {"start": 2504.47, "end": 2505.03, "word": " مثلا", "probability": 0.912353515625}, {"start": 2505.03, "end": 2505.63, "word": " ف", "probability": 0.92138671875}, {"start": 2505.63, "end": 2506.13, "word": " small", "probability": 0.39892578125}, {"start": 2506.13, "end": 2506.61, "word": " جايين", "probability": 0.83447265625}, {"start": 2506.61, "end": 2506.75, "word": " من", "probability": 0.9765625}, {"start": 2506.75, "end": 2506.99, "word": " اتنين", "probability": 0.81640625}, {"start": 2506.99, "end": 2507.11, "word": " و", "probability": 0.7568359375}, {"start": 2507.11, "end": 2507.29, "word": " تلاتة", "probability": 0.8197021484375}, {"start": 2507.29, "end": 2507.71, "word": " واربعة", "probability": 0.76544189453125}, {"start": 2507.71, "end": 2508.43, "word": " large", "probability": 0.6884765625}, {"start": 2508.43, "end": 2508.71, "word": " جايين", "probability": 0.9373372395833334}, {"start": 2508.71, "end": 2508.85, "word": " من", "probability": 0.99072265625}, {"start": 2508.85, "end": 2509.21, "word": " واحد", "probability": 0.975341796875}, {"start": 2509.21, "end": 2510.43, "word": " وخمسة", "probability": 0.92060546875}, {"start": 2510.43, "end": 2510.97, "word": " الان", "probability": 0.6317138671875}, {"start": 2510.97, "end": 2511.71, "word": " مجموعة", "probability": 0.930859375}, {"start": 2511.71, "end": 2511.85, "word": " ال", "probability": 0.99560546875}, {"start": 2511.85, "end": 2512.13, "word": " weights", "probability": 0.73828125}, {"start": 2512.13, "end": 2512.39, "word": " هذه", "probability": 0.52978515625}, {"start": 2512.39, "end": 2512.67, "word": " عشان", "probability": 0.9619140625}, {"start": 2512.67, "end": 2512.97, "word": " فعلا", "probability": 0.8984375}, {"start": 2512.97, "end": 2513.31, "word": " كل", "probability": 0.966796875}, {"start": 2513.31, "end": 2513.55, "word": " ما", "probability": 0.927734375}, {"start": 2513.55, "end": 2514.23, "word": " ادخل", "probability": 0.9002685546875}, {"start": 2514.23, "end": 2514.81, "word": " ال", "probability": 0.982421875}, {"start": 2514.81, "end": 2515.61, "word": " antecedent", "probability": 0.9140625}, {"start": 2515.61, "end": 2516.45, "word": " او", "probability": 0.901123046875}, {"start": 2516.45, "end": 2516.57, "word": " ال", "probability": 0.97509765625}, {"start": 2516.57, "end": 2517.31, "word": " antecedents", "probability": 0.8787434895833334}, {"start": 2517.31, "end": 2517.53, "word": " هم", "probability": 0.927734375}, {"start": 2517.53, "end": 2517.85, "word": " اكتر", "probability": 0.9635009765625}, {"start": 2517.85, "end": 2517.97, "word": " من", "probability": 0.99365234375}, {"start": 2517.97, "end": 2518.15, "word": " واحد", "probability": 0.9765625}, {"start": 2518.15, "end": 2518.33, "word": " عند", "probability": 0.69921875}, {"start": 2518.33, "end": 2518.77, "word": " اتنين", "probability": 0.949462890625}, {"start": 2518.77, "end": 2519.29, "word": " كل", "probability": 0.947265625}, {"start": 2519.29, "end": 2519.41, "word": " ما", "probability": 0.8623046875}, {"start": 2519.41, "end": 2519.79, "word": " بدخل", "probability": 0.947265625}, {"start": 2519.79, "end": 2519.89, "word": " ال", "probability": 0.98291015625}, {"start": 2519.89, "end": 2520.49, "word": " antecedents", "probability": 0.9627278645833334}, {"start": 2520.49, "end": 2521.03, "word": " هدولة", "probability": 0.9287109375}, {"start": 2521.03, "end": 2521.67, "word": " بطلعوا", "probability": 0.87578125}, {"start": 2521.67, "end": 2521.99, "word": " فعلا", "probability": 0.9615885416666666}, {"start": 2521.99, "end": 2522.29, "word": " دايما", "probability": 0.806396484375}, {"start": 2522.29, "end": 2522.53, "word": " نفس", "probability": 0.99169921875}, {"start": 2522.53, "end": 2522.65, "word": " ال", "probability": 0.9521484375}, {"start": 2522.65, "end": 2523.01, "word": " conclusion", "probability": 0.95263671875}, {"start": 2523.01, "end": 2523.53, "word": " تبعهم", "probability": 0.9483642578125}], "temperature": 1.0}, {"id": 105, "seek": 254269, "start": 2524.28, "end": 2542.7, "text": "لكل ال data اللي عندى الكلام هذا بيحدث إذا كانت ال .. ال .. ال samples تبعتنا بهذا .. ال .. عفوا ال weights تبعتنا بهذا الشكل بضلنى أتابع ال weights book by book في كل مرحلة التدريب بقى كل ما بندخل ال .. ال .. ال antecedents هنا بشوف ال output", "tokens": [1211, 28820, 2423, 1412, 13672, 1829, 43242, 7578, 2423, 28820, 10943, 23758, 4724, 1829, 24401, 12984, 11933, 15730, 25961, 2655, 2423, 4386, 2423, 4386, 2423, 10938, 6055, 3555, 34268, 8315, 39627, 15730, 4386, 2423, 4386, 6225, 5172, 14407, 2423, 17443, 6055, 3555, 34268, 8315, 39627, 15730, 25124, 28820, 4724, 11242, 1211, 1863, 7578, 5551, 2655, 16758, 3615, 2423, 17443, 1446, 538, 1446, 8978, 28242, 3714, 2288, 5016, 37977, 16712, 3215, 16572, 3555, 4724, 4587, 7578, 28242, 19446, 44945, 3215, 9778, 1211, 2423, 4386, 2423, 4386, 2423, 23411, 1232, 791, 34105, 4724, 8592, 38688, 2423, 5598], "avg_logprob": -0.1902669326712688, "compression_ratio": 1.7751196172248804, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 2524.28, "end": 2524.82, "word": "لكل", "probability": 0.742431640625}, {"start": 2524.82, "end": 2524.96, "word": " ال", "probability": 0.95703125}, {"start": 2524.96, "end": 2525.14, "word": " data", "probability": 0.97119140625}, {"start": 2525.14, "end": 2525.32, "word": " اللي", "probability": 0.8349609375}, {"start": 2525.32, "end": 2525.84, "word": " عندى", "probability": 0.720947265625}, {"start": 2525.84, "end": 2526.6, "word": " الكلام", "probability": 0.8279622395833334}, {"start": 2526.6, "end": 2526.76, "word": " هذا", "probability": 0.64794921875}, {"start": 2526.76, "end": 2527.26, "word": " بيحدث", "probability": 0.9649658203125}, {"start": 2527.26, "end": 2527.54, "word": " إذا", "probability": 0.86767578125}, {"start": 2527.54, "end": 2527.9, "word": " كانت", "probability": 0.876708984375}, {"start": 2527.9, "end": 2528.08, "word": " ال", "probability": 0.98876953125}, {"start": 2528.08, "end": 2528.08, "word": " ..", "probability": 0.1593017578125}, {"start": 2528.08, "end": 2528.54, "word": " ال", "probability": 0.95361328125}, {"start": 2528.54, "end": 2528.6, "word": " ..", "probability": 0.5927734375}, {"start": 2528.6, "end": 2528.78, "word": " ال", "probability": 0.96630859375}, {"start": 2528.78, "end": 2529.1, "word": " samples", "probability": 0.697265625}, {"start": 2529.1, "end": 2529.56, "word": " تبعتنا", "probability": 0.913330078125}, {"start": 2529.56, "end": 2529.84, "word": " بهذا", "probability": 0.93701171875}, {"start": 2529.84, "end": 2529.94, "word": " ..", "probability": 0.53759765625}, {"start": 2529.94, "end": 2530.18, "word": " ال", "probability": 0.79541015625}, {"start": 2530.18, "end": 2530.4, "word": " ..", "probability": 0.8740234375}, {"start": 2530.4, "end": 2530.58, "word": " عفوا", "probability": 0.8064778645833334}, {"start": 2530.58, "end": 2530.7, "word": " ال", "probability": 0.88525390625}, {"start": 2530.7, "end": 2530.92, "word": " weights", "probability": 0.8369140625}, {"start": 2530.92, "end": 2531.26, "word": " تبعتنا", "probability": 0.956787109375}, {"start": 2531.26, "end": 2531.48, "word": " بهذا", "probability": 0.98193359375}, {"start": 2531.48, "end": 2531.8, "word": " الشكل", "probability": 0.994140625}, {"start": 2531.8, "end": 2532.88, "word": " بضلنى", "probability": 0.837109375}, {"start": 2532.88, "end": 2533.38, "word": " أتابع", "probability": 0.94677734375}, {"start": 2533.38, "end": 2533.54, "word": " ال", "probability": 0.9970703125}, {"start": 2533.54, "end": 2533.94, "word": " weights", "probability": 0.8876953125}, {"start": 2533.94, "end": 2534.58, "word": " book", "probability": 0.1263427734375}, {"start": 2534.58, "end": 2534.92, "word": " by", "probability": 0.83642578125}, {"start": 2534.92, "end": 2535.4, "word": " book", "probability": 0.9833984375}, {"start": 2535.4, "end": 2536.38, "word": " في", "probability": 0.60595703125}, {"start": 2536.38, "end": 2536.62, "word": " كل", "probability": 0.9912109375}, {"start": 2536.62, "end": 2537.0, "word": " مرحلة", "probability": 0.9498291015625}, {"start": 2537.0, "end": 2537.62, "word": " التدريب", "probability": 0.926513671875}, {"start": 2537.62, "end": 2538.66, "word": " بقى", "probability": 0.99072265625}, {"start": 2538.66, "end": 2538.98, "word": " كل", "probability": 0.849609375}, {"start": 2538.98, "end": 2539.08, "word": " ما", "probability": 0.80419921875}, {"start": 2539.08, "end": 2539.52, "word": " بندخل", "probability": 0.8162841796875}, {"start": 2539.52, "end": 2539.64, "word": " ال", "probability": 0.98095703125}, {"start": 2539.64, "end": 2539.68, "word": " ..", "probability": 0.53173828125}, {"start": 2539.68, "end": 2539.92, "word": " ال", "probability": 0.95458984375}, {"start": 2539.92, "end": 2539.92, "word": " ..", "probability": 0.560546875}, {"start": 2539.92, "end": 2540.66, "word": " ال", "probability": 0.974609375}, {"start": 2540.66, "end": 2541.26, "word": " antecedents", "probability": 0.7277018229166666}, {"start": 2541.26, "end": 2541.5, "word": " هنا", "probability": 0.9814453125}, {"start": 2541.5, "end": 2542.22, "word": " بشوف", "probability": 0.9786783854166666}, {"start": 2542.22, "end": 2542.36, "word": " ال", "probability": 0.974609375}, {"start": 2542.36, "end": 2542.7, "word": " output", "probability": 0.9775390625}], "temperature": 1.0}, {"id": 106, "seek": 256023, "start": 2543.53, "end": 2560.23, "text": "لو اطبط صح للكل .. لكل الحالات لأ مش كلهم صح طيب جدش قيمة ال error قيمة ال error هذا هو اللي بنستخدمه عشان .. قيمة ال error هذا هو اللي بستخدمه تمام عشان أرجع أعمل تعديل على ال weights بنفس فكرة ال back propagation حلو جدا", "tokens": [1211, 2407, 1975, 9566, 3555, 9566, 20328, 5016, 5296, 23275, 1211, 4386, 5296, 28820, 21542, 6027, 9307, 5296, 10721, 37893, 28242, 16095, 20328, 5016, 23032, 1829, 3555, 10874, 3215, 8592, 12174, 32640, 3660, 2423, 6713, 12174, 32640, 3660, 2423, 6713, 23758, 31439, 13672, 1829, 44945, 14851, 9778, 40448, 3224, 6225, 8592, 7649, 4386, 12174, 32640, 3660, 2423, 6713, 23758, 31439, 13672, 1829, 4724, 14851, 9778, 40448, 3224, 46811, 10943, 6225, 8592, 7649, 5551, 47341, 3615, 5551, 25957, 1211, 37279, 16254, 1211, 15844, 2423, 17443, 44945, 36178, 6156, 4117, 25720, 2423, 646, 38377, 11331, 1211, 2407, 10874, 28259], "avg_logprob": -0.15792410318948785, "compression_ratio": 1.7673267326732673, "no_speech_prob": 3.3974647521972656e-06, "words": [{"start": 2543.53, "end": 2543.79, "word": "لو", "probability": 0.91552734375}, {"start": 2543.79, "end": 2544.05, "word": " اطبط", "probability": 0.6307373046875}, {"start": 2544.05, "end": 2544.27, "word": " صح", "probability": 0.92041015625}, {"start": 2544.27, "end": 2545.13, "word": " للكل", "probability": 0.6746419270833334}, {"start": 2545.13, "end": 2545.65, "word": " ..", "probability": 0.302734375}, {"start": 2545.65, "end": 2546.05, "word": " لكل", "probability": 0.933349609375}, {"start": 2546.05, "end": 2546.67, "word": " الحالات", "probability": 0.8512369791666666}, {"start": 2546.67, "end": 2547.31, "word": " لأ", "probability": 0.7066650390625}, {"start": 2547.31, "end": 2547.45, "word": " مش", "probability": 0.974609375}, {"start": 2547.45, "end": 2547.85, "word": " كلهم", "probability": 0.947998046875}, {"start": 2547.85, "end": 2548.19, "word": " صح", "probability": 0.99267578125}, {"start": 2548.19, "end": 2548.65, "word": " طيب", "probability": 0.76318359375}, {"start": 2548.65, "end": 2548.95, "word": " جدش", "probability": 0.69287109375}, {"start": 2548.95, "end": 2549.19, "word": " قيمة", "probability": 0.9943033854166666}, {"start": 2549.19, "end": 2549.29, "word": " ال", "probability": 0.9140625}, {"start": 2549.29, "end": 2549.49, "word": " error", "probability": 0.7998046875}, {"start": 2549.49, "end": 2549.81, "word": " قيمة", "probability": 0.8228352864583334}, {"start": 2549.81, "end": 2549.89, "word": " ال", "probability": 0.89013671875}, {"start": 2549.89, "end": 2550.07, "word": " error", "probability": 0.9638671875}, {"start": 2550.07, "end": 2550.25, "word": " هذا", "probability": 0.57421875}, {"start": 2550.25, "end": 2550.39, "word": " هو", "probability": 0.9873046875}, {"start": 2550.39, "end": 2550.49, "word": " اللي", "probability": 0.90478515625}, {"start": 2550.49, "end": 2551.25, "word": " بنستخدمه", "probability": 0.96650390625}, {"start": 2551.25, "end": 2551.97, "word": " عشان", "probability": 0.9244791666666666}, {"start": 2551.97, "end": 2552.19, "word": " ..", "probability": 0.7451171875}, {"start": 2552.19, "end": 2552.59, "word": " قيمة", "probability": 0.982421875}, {"start": 2552.59, "end": 2552.67, "word": " ال", "probability": 0.96630859375}, {"start": 2552.67, "end": 2552.83, "word": " error", "probability": 0.9541015625}, {"start": 2552.83, "end": 2553.01, "word": " هذا", "probability": 0.87158203125}, {"start": 2553.01, "end": 2553.15, "word": " هو", "probability": 0.9912109375}, {"start": 2553.15, "end": 2553.23, "word": " اللي", "probability": 0.996826171875}, {"start": 2553.23, "end": 2553.91, "word": " بستخدمه", "probability": 0.9681640625}, {"start": 2553.91, "end": 2554.67, "word": " تمام", "probability": 0.98388671875}, {"start": 2554.67, "end": 2555.27, "word": " عشان", "probability": 0.8795572916666666}, {"start": 2555.27, "end": 2555.91, "word": " أرجع", "probability": 0.7928059895833334}, {"start": 2555.91, "end": 2556.35, "word": " أعمل", "probability": 0.9689127604166666}, {"start": 2556.35, "end": 2557.01, "word": " تعديل", "probability": 0.9376627604166666}, {"start": 2557.01, "end": 2557.21, "word": " على", "probability": 0.8828125}, {"start": 2557.21, "end": 2557.35, "word": " ال", "probability": 0.99658203125}, {"start": 2557.35, "end": 2557.55, "word": " weights", "probability": 0.8076171875}, {"start": 2557.55, "end": 2557.91, "word": " بنفس", "probability": 0.983642578125}, {"start": 2557.91, "end": 2558.27, "word": " فكرة", "probability": 0.9855143229166666}, {"start": 2558.27, "end": 2558.45, "word": " ال", "probability": 0.88720703125}, {"start": 2558.45, "end": 2558.57, "word": " back", "probability": 0.5400390625}, {"start": 2558.57, "end": 2559.13, "word": " propagation", "probability": 0.79443359375}, {"start": 2559.13, "end": 2559.93, "word": " حلو", "probability": 0.8992513020833334}, {"start": 2559.93, "end": 2560.23, "word": " جدا", "probability": 0.9970703125}], "temperature": 1.0}, {"id": 107, "seek": 258996, "start": 2561.05, "end": 2589.97, "text": "الكلام جيد الان بضلم تابع book by book وجدنا ان ال weights هنا بحطش ال error قاعد بحسب ال weights فوجدنا ان ال weights تبعتنا الأولى بدأناها كله ببدأ عادة بواحد يعني by default بقول ان كلهم مهمين عرفتوا كيف؟ يعني بمعنى بقول ال rule الأولى و التاني و التالتة و الرابعة و الخمسة كلهم مهمين انا مش هيعني زي ما اقول انتقظ دور اي واحدة فيهم كلهم ones فكلهم بدناهم ب one هيها", "tokens": [6027, 28820, 10943, 10874, 25708, 2423, 7649, 4724, 11242, 19528, 6055, 16758, 3615, 1446, 538, 1446, 49610, 3215, 8315, 16472, 2423, 17443, 34105, 4724, 5016, 9566, 8592, 2423, 6713, 12174, 995, 22488, 4724, 5016, 35457, 2423, 17443, 6156, 29245, 3215, 8315, 16472, 2423, 17443, 6055, 3555, 34268, 8315, 16247, 12610, 7578, 47525, 10721, 8315, 11296, 28242, 3224, 4724, 44510, 10721, 6225, 18513, 3660, 4724, 14407, 24401, 37495, 22653, 538, 7576, 4724, 39648, 16472, 28242, 16095, 3714, 16095, 9957, 6225, 28480, 2655, 14407, 9122, 33911, 22807, 37495, 22653, 4724, 2304, 3615, 1863, 7578, 4724, 39648, 2423, 4978, 16247, 12610, 7578, 4032, 16712, 7649, 1829, 4032, 16712, 6027, 2655, 3660, 4032, 34892, 16758, 27884, 4032, 33962, 2304, 3794, 3660, 28242, 16095, 3714, 16095, 9957, 1975, 8315, 37893, 8032, 40228, 22653, 30767, 1829, 19446, 1975, 39648, 16472, 2655, 4587, 19913, 11778, 13063, 1975, 1829, 36764, 24401, 3660, 8978, 16095, 28242, 16095, 2306, 6156, 28820, 16095, 47525, 8315, 16095, 4724, 472, 39896, 11296], "avg_logprob": -0.17851563105359675, "compression_ratio": 2.085616438356164, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2561.05, "end": 2561.39, "word": "الكلام", "probability": 0.8486328125}, {"start": 2561.39, "end": 2561.73, "word": " جيد", "probability": 0.97900390625}, {"start": 2561.73, "end": 2562.45, "word": " الان", "probability": 0.57440185546875}, {"start": 2562.45, "end": 2563.13, "word": " بضلم", "probability": 0.6402994791666666}, {"start": 2563.13, "end": 2563.55, "word": " تابع", "probability": 0.95361328125}, {"start": 2563.55, "end": 2563.73, "word": " book", "probability": 0.2198486328125}, {"start": 2563.73, "end": 2563.99, "word": " by", "probability": 0.84130859375}, {"start": 2563.99, "end": 2564.29, "word": " book", "probability": 0.986328125}, {"start": 2564.29, "end": 2564.73, "word": " وجدنا", "probability": 0.8603515625}, {"start": 2564.73, "end": 2564.87, "word": " ان", "probability": 0.7587890625}, {"start": 2564.87, "end": 2565.05, "word": " ال", "probability": 0.9677734375}, {"start": 2565.05, "end": 2565.67, "word": " weights", "probability": 0.65966796875}, {"start": 2565.67, "end": 2566.19, "word": " هنا", "probability": 0.7607421875}, {"start": 2566.19, "end": 2566.59, "word": " بحطش", "probability": 0.8404541015625}, {"start": 2566.59, "end": 2566.71, "word": " ال", "probability": 0.83935546875}, {"start": 2566.71, "end": 2566.97, "word": " error", "probability": 0.91748046875}, {"start": 2566.97, "end": 2567.35, "word": " قاعد", "probability": 0.72802734375}, {"start": 2567.35, "end": 2567.63, "word": " بحسب", "probability": 0.9318033854166666}, {"start": 2567.63, "end": 2567.77, "word": " ال", "probability": 0.98876953125}, {"start": 2567.77, "end": 2568.07, "word": " weights", "probability": 0.84228515625}, {"start": 2568.07, "end": 2568.87, "word": " فوجدنا", "probability": 0.9345703125}, {"start": 2568.87, "end": 2569.03, "word": " ان", "probability": 0.763671875}, {"start": 2569.03, "end": 2569.51, "word": " ال", "probability": 0.9609375}, {"start": 2569.51, "end": 2569.79, "word": " weights", "probability": 0.82470703125}, {"start": 2569.79, "end": 2570.43, "word": " تبعتنا", "probability": 0.9512939453125}, {"start": 2570.43, "end": 2571.43, "word": " الأولى", "probability": 0.8551432291666666}, {"start": 2571.43, "end": 2572.59, "word": " بدأناها", "probability": 0.9110107421875}, {"start": 2572.59, "end": 2572.87, "word": " كله", "probability": 0.75634765625}, {"start": 2572.87, "end": 2573.13, "word": " ببدأ", "probability": 0.9689127604166666}, {"start": 2573.13, "end": 2573.47, "word": " عادة", "probability": 0.9763997395833334}, {"start": 2573.47, "end": 2573.97, "word": " بواحد", "probability": 0.9397786458333334}, {"start": 2573.97, "end": 2574.39, "word": " يعني", "probability": 0.909423828125}, {"start": 2574.39, "end": 2574.57, "word": " by", "probability": 0.794921875}, {"start": 2574.57, "end": 2574.89, "word": " default", "probability": 0.99072265625}, {"start": 2574.89, "end": 2575.15, "word": " بقول", "probability": 0.977294921875}, {"start": 2575.15, "end": 2575.27, "word": " ان", "probability": 0.583984375}, {"start": 2575.27, "end": 2575.69, "word": " كلهم", "probability": 0.924560546875}, {"start": 2575.69, "end": 2576.23, "word": " مهمين", "probability": 0.9886067708333334}, {"start": 2576.23, "end": 2577.01, "word": " عرفتوا", "probability": 0.8924560546875}, {"start": 2577.01, "end": 2577.47, "word": " كيف؟", "probability": 0.8331705729166666}, {"start": 2577.47, "end": 2577.65, "word": " يعني", "probability": 0.933837890625}, {"start": 2577.65, "end": 2577.93, "word": " بمعنى", "probability": 0.97685546875}, {"start": 2577.93, "end": 2578.23, "word": " بقول", "probability": 0.90380859375}, {"start": 2578.23, "end": 2579.19, "word": " ال", "probability": 0.51806640625}, {"start": 2579.19, "end": 2579.61, "word": " rule", "probability": 0.60107421875}, {"start": 2579.61, "end": 2579.93, "word": " الأولى", "probability": 0.89501953125}, {"start": 2579.93, "end": 2579.99, "word": " و", "probability": 0.634765625}, {"start": 2579.99, "end": 2580.19, "word": " التاني", "probability": 0.8138020833333334}, {"start": 2580.19, "end": 2580.29, "word": " و", "probability": 0.96533203125}, {"start": 2580.29, "end": 2580.57, "word": " التالتة", "probability": 0.75640869140625}, {"start": 2580.57, "end": 2580.63, "word": " و", "probability": 0.94873046875}, {"start": 2580.63, "end": 2580.83, "word": " الرابعة", "probability": 0.9710286458333334}, {"start": 2580.83, "end": 2580.91, "word": " و", "probability": 0.97607421875}, {"start": 2580.91, "end": 2581.27, "word": " الخمسة", "probability": 0.9315185546875}, {"start": 2581.27, "end": 2581.89, "word": " كلهم", "probability": 0.90478515625}, {"start": 2581.89, "end": 2582.39, "word": " مهمين", "probability": 0.99609375}, {"start": 2582.39, "end": 2583.03, "word": " انا", "probability": 0.792724609375}, {"start": 2583.03, "end": 2583.15, "word": " مش", "probability": 0.98095703125}, {"start": 2583.15, "end": 2584.21, "word": " هيعني", "probability": 0.7330729166666666}, {"start": 2584.21, "end": 2584.33, "word": " زي", "probability": 0.668701171875}, {"start": 2584.33, "end": 2584.41, "word": " ما", "probability": 0.98583984375}, {"start": 2584.41, "end": 2584.57, "word": " اقول", "probability": 0.7322998046875}, {"start": 2584.57, "end": 2585.17, "word": " انتقظ", "probability": 0.6929931640625}, {"start": 2585.17, "end": 2586.07, "word": " دور", "probability": 0.978271484375}, {"start": 2586.07, "end": 2586.25, "word": " اي", "probability": 0.73046875}, {"start": 2586.25, "end": 2586.53, "word": " واحدة", "probability": 0.9720052083333334}, {"start": 2586.53, "end": 2586.83, "word": " فيهم", "probability": 0.9912109375}, {"start": 2586.83, "end": 2587.61, "word": " كلهم", "probability": 0.958251953125}, {"start": 2587.61, "end": 2587.95, "word": " ones", "probability": 0.7890625}, {"start": 2587.95, "end": 2588.57, "word": " فكلهم", "probability": 0.9646809895833334}, {"start": 2588.57, "end": 2589.07, "word": " بدناهم", "probability": 0.86376953125}, {"start": 2589.07, "end": 2589.21, "word": " ب", "probability": 0.79345703125}, {"start": 2589.21, "end": 2589.41, "word": " one", "probability": 0.8447265625}, {"start": 2589.41, "end": 2589.97, "word": " هيها", "probability": 0.7314453125}], "temperature": 1.0}, {"id": 108, "seek": 260803, "start": 2590.41, "end": 2608.03, "text": "و خلّينها بعد كده تدرب حالها لحالها وجدنا ان ال rule الأولى ضلت one 0.99 ف ال rule الأولى مهمة هي أثبتت ان هي مهمة كويس ال rule التاني الأخضر هي WR2", "tokens": [2407, 16490, 1211, 11703, 9957, 11296, 39182, 9122, 3215, 3224, 6055, 3215, 25513, 11331, 6027, 11296, 5296, 5016, 6027, 11296, 49610, 3215, 8315, 16472, 2423, 4978, 16247, 12610, 7578, 48812, 1211, 2655, 472, 1958, 13, 8494, 6156, 2423, 4978, 16247, 12610, 7578, 3714, 16095, 3660, 39896, 5551, 12984, 3555, 2655, 2655, 16472, 39896, 3714, 16095, 3660, 9122, 45865, 3794, 2423, 4978, 16712, 7649, 1829, 16247, 9778, 11242, 2288, 39896, 44175, 17], "avg_logprob": -0.2482638975812329, "compression_ratio": 1.5576923076923077, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2590.41, "end": 2590.57, "word": "و", "probability": 0.7890625}, {"start": 2590.57, "end": 2590.93, "word": " خلّينها", "probability": 0.711083984375}, {"start": 2590.93, "end": 2591.09, "word": " بعد", "probability": 0.59130859375}, {"start": 2591.09, "end": 2591.41, "word": " كده", "probability": 0.7499186197916666}, {"start": 2591.41, "end": 2592.21, "word": " تدرب", "probability": 0.8116861979166666}, {"start": 2592.21, "end": 2592.53, "word": " حالها", "probability": 0.9501953125}, {"start": 2592.53, "end": 2592.95, "word": " لحالها", "probability": 0.99072265625}, {"start": 2592.95, "end": 2593.79, "word": " وجدنا", "probability": 0.8084309895833334}, {"start": 2593.79, "end": 2594.47, "word": " ان", "probability": 0.5439453125}, {"start": 2594.47, "end": 2594.75, "word": " ال", "probability": 0.890625}, {"start": 2594.75, "end": 2595.79, "word": " rule", "probability": 0.58203125}, {"start": 2595.79, "end": 2596.57, "word": " الأولى", "probability": 0.88232421875}, {"start": 2596.57, "end": 2597.11, "word": " ضلت", "probability": 0.578857421875}, {"start": 2597.11, "end": 2597.35, "word": " one", "probability": 0.6689453125}, {"start": 2597.35, "end": 2599.03, "word": " 0", "probability": 0.240966796875}, {"start": 2599.03, "end": 2599.65, "word": ".99", "probability": 0.9716796875}, {"start": 2599.65, "end": 2600.35, "word": " ف", "probability": 0.60986328125}, {"start": 2600.35, "end": 2600.45, "word": " ال", "probability": 0.53271484375}, {"start": 2600.45, "end": 2600.57, "word": " rule", "probability": 0.96044921875}, {"start": 2600.57, "end": 2600.87, "word": " الأولى", "probability": 0.95849609375}, {"start": 2600.87, "end": 2601.81, "word": " مهمة", "probability": 0.96044921875}, {"start": 2601.81, "end": 2602.39, "word": " هي", "probability": 0.435302734375}, {"start": 2602.39, "end": 2602.93, "word": " أثبتت", "probability": 0.971484375}, {"start": 2602.93, "end": 2603.05, "word": " ان", "probability": 0.478515625}, {"start": 2603.05, "end": 2603.25, "word": " هي", "probability": 0.5400390625}, {"start": 2603.25, "end": 2603.87, "word": " مهمة", "probability": 0.98681640625}, {"start": 2603.87, "end": 2604.35, "word": " كويس", "probability": 0.7521158854166666}, {"start": 2604.35, "end": 2604.67, "word": " ال", "probability": 0.97705078125}, {"start": 2604.67, "end": 2604.89, "word": " rule", "probability": 0.97216796875}, {"start": 2604.89, "end": 2605.39, "word": " التاني", "probability": 0.8556315104166666}, {"start": 2605.39, "end": 2605.95, "word": " الأخضر", "probability": 0.962646484375}, {"start": 2605.95, "end": 2606.39, "word": " هي", "probability": 0.677734375}, {"start": 2606.39, "end": 2608.03, "word": " WR2", "probability": 0.809814453125}], "temperature": 1.0}, {"id": 109, "seek": 262822, "start": 2609.08, "end": 2628.22, "text": "قيمة ال weight بدت تنزل تنزل تنزل تنزل لما راحت للصفر، إيش يعني؟ يعني ال rule دي مش مهمة، مافيش داعي أحطها مع ال rule set تبعتي، داخل ال rule set تبعتي، تمام؟ بستخدمهاش، فبيضل عندي أربعة rules فقط المهمين، وممكن ساعتها كمان أنا أحدد مين الأكثر أهمية منهم", "tokens": [4587, 32640, 3660, 2423, 3364, 47525, 2655, 6055, 1863, 11622, 1211, 6055, 1863, 11622, 1211, 6055, 1863, 11622, 1211, 6055, 1863, 11622, 1211, 5296, 15042, 12602, 39319, 2655, 24976, 9381, 5172, 2288, 12399, 11933, 1829, 8592, 37495, 22653, 22807, 37495, 22653, 2423, 4978, 11778, 1829, 37893, 3714, 16095, 3660, 12399, 19446, 41185, 8592, 11778, 45761, 1829, 5551, 5016, 9566, 11296, 20449, 2423, 4978, 992, 6055, 3555, 3615, 31371, 12399, 11778, 47283, 1211, 2423, 4978, 992, 6055, 3555, 3615, 31371, 12399, 46811, 10943, 22807, 4724, 14851, 9778, 40448, 3224, 33599, 12399, 6156, 21292, 11242, 1211, 18871, 16254, 5551, 25513, 27884, 4474, 6156, 47432, 9673, 16095, 9957, 12399, 4032, 2304, 43020, 8608, 995, 34268, 11296, 9122, 2304, 7649, 41850, 5551, 24401, 3215, 3714, 9957, 16247, 4117, 49115, 5551, 16095, 10632, 9154, 16095], "avg_logprob": -0.13812022354766612, "compression_ratio": 1.849785407725322, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2609.08, "end": 2609.48, "word": "قيمة", "probability": 0.9249674479166666}, {"start": 2609.48, "end": 2609.54, "word": " ال", "probability": 0.9677734375}, {"start": 2609.54, "end": 2609.66, "word": " weight", "probability": 0.892578125}, {"start": 2609.66, "end": 2609.92, "word": " بدت", "probability": 0.8408203125}, {"start": 2609.92, "end": 2610.22, "word": " تنزل", "probability": 0.99169921875}, {"start": 2610.22, "end": 2610.52, "word": " تنزل", "probability": 0.9305419921875}, {"start": 2610.52, "end": 2610.8, "word": " تنزل", "probability": 0.97021484375}, {"start": 2610.8, "end": 2611.02, "word": " تنزل", "probability": 0.86871337890625}, {"start": 2611.02, "end": 2611.16, "word": " لما", "probability": 0.806640625}, {"start": 2611.16, "end": 2611.38, "word": " راحت", "probability": 0.6803385416666666}, {"start": 2611.38, "end": 2612.2, "word": " للصفر،", "probability": 0.7310302734375}, {"start": 2612.2, "end": 2612.42, "word": " إيش", "probability": 0.8028157552083334}, {"start": 2612.42, "end": 2612.86, "word": " يعني؟", "probability": 0.89111328125}, {"start": 2612.86, "end": 2613.04, "word": " يعني", "probability": 0.96240234375}, {"start": 2613.04, "end": 2613.16, "word": " ال", "probability": 0.9873046875}, {"start": 2613.16, "end": 2613.26, "word": " rule", "probability": 0.83251953125}, {"start": 2613.26, "end": 2613.42, "word": " دي", "probability": 0.6064453125}, {"start": 2613.42, "end": 2613.58, "word": " مش", "probability": 0.98828125}, {"start": 2613.58, "end": 2614.42, "word": " مهمة،", "probability": 0.904296875}, {"start": 2614.42, "end": 2614.74, "word": " مافيش", "probability": 0.9541015625}, {"start": 2614.74, "end": 2614.9, "word": " داعي", "probability": 0.8893229166666666}, {"start": 2614.9, "end": 2615.34, "word": " أحطها", "probability": 0.9454345703125}, {"start": 2615.34, "end": 2615.52, "word": " مع", "probability": 0.97119140625}, {"start": 2615.52, "end": 2616.14, "word": " ال", "probability": 0.98046875}, {"start": 2616.14, "end": 2616.36, "word": " rule", "probability": 0.9326171875}, {"start": 2616.36, "end": 2616.9, "word": " set", "probability": 0.8603515625}, {"start": 2616.9, "end": 2617.68, "word": " تبعتي،", "probability": 0.8806640625}, {"start": 2617.68, "end": 2617.92, "word": " داخل", "probability": 0.9697265625}, {"start": 2617.92, "end": 2618.0, "word": " ال", "probability": 0.99658203125}, {"start": 2618.0, "end": 2618.14, "word": " rule", "probability": 0.953125}, {"start": 2618.14, "end": 2618.38, "word": " set", "probability": 0.9326171875}, {"start": 2618.38, "end": 2619.22, "word": " تبعتي،", "probability": 0.942578125}, {"start": 2619.22, "end": 2619.82, "word": " تمام؟", "probability": 0.82080078125}, {"start": 2619.82, "end": 2621.26, "word": " بستخدمهاش،", "probability": 0.8903459821428571}, {"start": 2621.26, "end": 2621.6, "word": " فبيضل", "probability": 0.8377685546875}, {"start": 2621.6, "end": 2621.84, "word": " عندي", "probability": 0.895751953125}, {"start": 2621.84, "end": 2622.16, "word": " أربعة", "probability": 0.7893880208333334}, {"start": 2622.16, "end": 2622.44, "word": " rules", "probability": 0.90283203125}, {"start": 2622.44, "end": 2622.7, "word": " فقط", "probability": 0.9833984375}, {"start": 2622.7, "end": 2624.04, "word": " المهمين،", "probability": 0.882080078125}, {"start": 2624.04, "end": 2624.42, "word": " وممكن", "probability": 0.8525390625}, {"start": 2624.42, "end": 2624.84, "word": " ساعتها", "probability": 0.98974609375}, {"start": 2624.84, "end": 2625.14, "word": " كمان", "probability": 0.9152018229166666}, {"start": 2625.14, "end": 2625.34, "word": " أنا", "probability": 0.75244140625}, {"start": 2625.34, "end": 2625.9, "word": " أحدد", "probability": 0.9689127604166666}, {"start": 2625.9, "end": 2626.38, "word": " مين", "probability": 0.86083984375}, {"start": 2626.38, "end": 2626.88, "word": " الأكثر", "probability": 0.9334309895833334}, {"start": 2626.88, "end": 2627.58, "word": " أهمية", "probability": 0.9090169270833334}, {"start": 2627.58, "end": 2628.22, "word": " منهم", "probability": 0.995849609375}], "temperature": 1.0}, {"id": 110, "seek": 265075, "start": 2628.63, "end": 2650.75, "text": "طيب ال weight بتاعة ال R خمسة وجدناها هي ال .. the second most important وجدناها هي الرقم اتنين في الأهمية تسعة وسبعين في المية ال weight تبعها بدأ بواحد بس نزل و ثبت عند التسعة وسبعين في المية ال weight رقم تلاتة واحد وسبعة اتنين اتنين وسبعين في المية ثم اربعة", "tokens": [9566, 1829, 3555, 2423, 3364, 39894, 995, 27884, 2423, 497, 16490, 2304, 3794, 3660, 49610, 3215, 8315, 11296, 39896, 2423, 4386, 264, 1150, 881, 1021, 49610, 3215, 8315, 11296, 39896, 34892, 4587, 2304, 1975, 2655, 1863, 9957, 8978, 16247, 16095, 10632, 6055, 3794, 27884, 4032, 35457, 3615, 9957, 8978, 9673, 10632, 2423, 3364, 6055, 3555, 3615, 11296, 47525, 10721, 4724, 14407, 24401, 4724, 3794, 8717, 11622, 1211, 4032, 38637, 3555, 2655, 43242, 16712, 3794, 27884, 4032, 35457, 3615, 9957, 8978, 9673, 10632, 2423, 3364, 12602, 4587, 2304, 6055, 1211, 9307, 3660, 36764, 24401, 4032, 35457, 27884, 1975, 2655, 1863, 9957, 1975, 2655, 1863, 9957, 4032, 35457, 3615, 9957, 8978, 9673, 10632, 38637, 2304, 1975, 25513, 27884], "avg_logprob": -0.1323450819039956, "compression_ratio": 2.0878048780487806, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 2628.63, "end": 2628.99, "word": "طيب", "probability": 0.7726236979166666}, {"start": 2628.99, "end": 2629.35, "word": " ال", "probability": 0.93798828125}, {"start": 2629.35, "end": 2629.55, "word": " weight", "probability": 0.96142578125}, {"start": 2629.55, "end": 2629.79, "word": " بتاعة", "probability": 0.81640625}, {"start": 2629.79, "end": 2629.97, "word": " ال", "probability": 0.875}, {"start": 2629.97, "end": 2630.15, "word": " R", "probability": 0.806640625}, {"start": 2630.15, "end": 2630.85, "word": " خمسة", "probability": 0.77557373046875}, {"start": 2630.85, "end": 2631.35, "word": " وجدناها", "probability": 0.8931884765625}, {"start": 2631.35, "end": 2631.49, "word": " هي", "probability": 0.923828125}, {"start": 2631.49, "end": 2631.59, "word": " ال", "probability": 0.5595703125}, {"start": 2631.59, "end": 2631.69, "word": " ..", "probability": 0.51220703125}, {"start": 2631.69, "end": 2633.03, "word": " the", "probability": 0.205078125}, {"start": 2633.03, "end": 2633.45, "word": " second", "probability": 0.91845703125}, {"start": 2633.45, "end": 2634.67, "word": " most", "probability": 0.90478515625}, {"start": 2634.67, "end": 2635.23, "word": " important", "probability": 0.9599609375}, {"start": 2635.23, "end": 2636.05, "word": " وجدناها", "probability": 0.8897705078125}, {"start": 2636.05, "end": 2636.21, "word": " هي", "probability": 0.92041015625}, {"start": 2636.21, "end": 2637.55, "word": " الرقم", "probability": 0.8304036458333334}, {"start": 2637.55, "end": 2637.81, "word": " اتنين", "probability": 0.833251953125}, {"start": 2637.81, "end": 2637.91, "word": " في", "probability": 0.94921875}, {"start": 2637.91, "end": 2638.41, "word": " الأهمية", "probability": 0.90185546875}, {"start": 2638.41, "end": 2638.85, "word": " تسعة", "probability": 0.97412109375}, {"start": 2638.85, "end": 2639.59, "word": " وسبعين", "probability": 0.9412841796875}, {"start": 2639.59, "end": 2639.75, "word": " في", "probability": 0.66748046875}, {"start": 2639.75, "end": 2640.05, "word": " المية", "probability": 0.893310546875}, {"start": 2640.05, "end": 2640.49, "word": " ال", "probability": 0.9765625}, {"start": 2640.49, "end": 2640.65, "word": " weight", "probability": 0.9755859375}, {"start": 2640.65, "end": 2641.13, "word": " تبعها", "probability": 0.8507080078125}, {"start": 2641.13, "end": 2641.71, "word": " بدأ", "probability": 0.906494140625}, {"start": 2641.71, "end": 2642.03, "word": " بواحد", "probability": 0.9676106770833334}, {"start": 2642.03, "end": 2642.23, "word": " بس", "probability": 0.9453125}, {"start": 2642.23, "end": 2642.57, "word": " نزل", "probability": 0.99560546875}, {"start": 2642.57, "end": 2642.71, "word": " و", "probability": 0.982421875}, {"start": 2642.71, "end": 2642.97, "word": " ثبت", "probability": 0.888671875}, {"start": 2642.97, "end": 2643.13, "word": " عند", "probability": 0.98193359375}, {"start": 2643.13, "end": 2643.41, "word": " التسعة", "probability": 0.8504231770833334}, {"start": 2643.41, "end": 2643.73, "word": " وسبعين", "probability": 0.9801025390625}, {"start": 2643.73, "end": 2643.85, "word": " في", "probability": 0.96533203125}, {"start": 2643.85, "end": 2644.13, "word": " المية", "probability": 0.9814453125}, {"start": 2644.13, "end": 2644.63, "word": " ال", "probability": 0.98095703125}, {"start": 2644.63, "end": 2644.89, "word": " weight", "probability": 0.97412109375}, {"start": 2644.89, "end": 2645.33, "word": " رقم", "probability": 0.9943033854166666}, {"start": 2645.33, "end": 2646.35, "word": " تلاتة", "probability": 0.9627685546875}, {"start": 2646.35, "end": 2646.97, "word": " واحد", "probability": 0.9326171875}, {"start": 2646.97, "end": 2647.99, "word": " وسبعة", "probability": 0.9034830729166666}, {"start": 2647.99, "end": 2648.41, "word": " اتنين", "probability": 0.9456787109375}, {"start": 2648.41, "end": 2648.91, "word": " اتنين", "probability": 0.86962890625}, {"start": 2648.91, "end": 2649.23, "word": " وسبعين", "probability": 0.9892578125}, {"start": 2649.23, "end": 2649.35, "word": " في", "probability": 0.958984375}, {"start": 2649.35, "end": 2649.67, "word": " المية", "probability": 0.984130859375}, {"start": 2649.67, "end": 2650.19, "word": " ثم", "probability": 0.966064453125}, {"start": 2650.19, "end": 2650.75, "word": " اربعة", "probability": 0.85986328125}], "temperature": 1.0}, {"id": 111, "seek": 268081, "start": 2651.43, "end": 2680.81, "text": "61% فالان لو مثلا بدنا نبسط ال .. ال .. خلينا نقول ال expert system تبعنا و اقول لأ انا محتاج فقط three rules حتى لو في error بسيطة بتظل بس انا بدي تلاتة اكيد طبعا هنختار مين التلاتة هنختار واحد و خمسة و تلاتة لإن هم الأكثر أهمية حسب ال weights اللي موجود عندى طبعا في جميع الأحوال بالنسبة لاتنين ده هتحذف", "tokens": [31537, 4, 6156, 6027, 7649, 45164, 50113, 15040, 47525, 8315, 8717, 3555, 3794, 9566, 2423, 4386, 2423, 4386, 16490, 20292, 8315, 8717, 39648, 2423, 5844, 1185, 6055, 3555, 3615, 8315, 4032, 1975, 39648, 5296, 10721, 1975, 8315, 3714, 33753, 26108, 6156, 47432, 1045, 4474, 11331, 49975, 45164, 8978, 6713, 4724, 3794, 1829, 9566, 3660, 39894, 19913, 1211, 4724, 3794, 1975, 8315, 4724, 16254, 6055, 1211, 9307, 3660, 1975, 4117, 25708, 23032, 3555, 3615, 995, 8032, 1863, 46456, 9640, 3714, 9957, 16712, 1211, 9307, 3660, 8032, 1863, 46456, 9640, 36764, 24401, 4032, 16490, 2304, 3794, 3660, 4032, 6055, 1211, 9307, 3660, 5296, 28814, 1863, 8032, 2304, 16247, 4117, 49115, 5551, 16095, 10632, 11331, 35457, 2423, 17443, 13672, 1829, 3714, 29245, 23328, 43242, 7578, 23032, 3555, 3615, 995, 8978, 10874, 2304, 40228, 16247, 5016, 2407, 6027, 20666, 1863, 35457, 3660, 5296, 9307, 1863, 9957, 11778, 3224, 8032, 2655, 5016, 8848, 5172], "avg_logprob": -0.15072916934887567, "compression_ratio": 1.7789473684210526, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 2651.43, "end": 2651.87, "word": "61", "probability": 0.6064453125}, {"start": 2651.87, "end": 2652.39, "word": "%", "probability": 0.91552734375}, {"start": 2652.39, "end": 2653.15, "word": " فالان", "probability": 0.7975260416666666}, {"start": 2653.15, "end": 2654.07, "word": " لو", "probability": 0.9423828125}, {"start": 2654.07, "end": 2655.09, "word": " مثلا", "probability": 0.96875}, {"start": 2655.09, "end": 2655.47, "word": " بدنا", "probability": 0.85693359375}, {"start": 2655.47, "end": 2656.15, "word": " نبسط", "probability": 0.9415283203125}, {"start": 2656.15, "end": 2656.41, "word": " ال", "probability": 0.85498046875}, {"start": 2656.41, "end": 2656.79, "word": " ..", "probability": 0.478515625}, {"start": 2656.79, "end": 2657.45, "word": " ال", "probability": 0.736328125}, {"start": 2657.45, "end": 2657.99, "word": " ..", "probability": 0.94482421875}, {"start": 2657.99, "end": 2658.71, "word": " خلينا", "probability": 0.5723876953125}, {"start": 2658.71, "end": 2658.93, "word": " نقول", "probability": 0.988037109375}, {"start": 2658.93, "end": 2659.03, "word": " ال", "probability": 0.9287109375}, {"start": 2659.03, "end": 2659.27, "word": " expert", "probability": 0.62744140625}, {"start": 2659.27, "end": 2659.61, "word": " system", "probability": 0.97119140625}, {"start": 2659.61, "end": 2659.93, "word": " تبعنا", "probability": 0.926025390625}, {"start": 2659.93, "end": 2660.05, "word": " و", "probability": 0.8984375}, {"start": 2660.05, "end": 2660.21, "word": " اقول", "probability": 0.718994140625}, {"start": 2660.21, "end": 2660.31, "word": " لأ", "probability": 0.877197265625}, {"start": 2660.31, "end": 2660.41, "word": " انا", "probability": 0.822509765625}, {"start": 2660.41, "end": 2660.89, "word": " محتاج", "probability": 0.9900716145833334}, {"start": 2660.89, "end": 2661.25, "word": " فقط", "probability": 0.98779296875}, {"start": 2661.25, "end": 2661.87, "word": " three", "probability": 0.72705078125}, {"start": 2661.87, "end": 2662.29, "word": " rules", "probability": 0.84765625}, {"start": 2662.29, "end": 2662.89, "word": " حتى", "probability": 0.85693359375}, {"start": 2662.89, "end": 2663.03, "word": " لو", "probability": 0.9814453125}, {"start": 2663.03, "end": 2663.19, "word": " في", "probability": 0.86474609375}, {"start": 2663.19, "end": 2663.77, "word": " error", "probability": 0.63671875}, {"start": 2663.77, "end": 2664.27, "word": " بسيطة", "probability": 0.97587890625}, {"start": 2664.27, "end": 2664.55, "word": " بتظل", "probability": 0.70849609375}, {"start": 2664.55, "end": 2664.73, "word": " بس", "probability": 0.954833984375}, {"start": 2664.73, "end": 2664.83, "word": " انا", "probability": 0.84033203125}, {"start": 2664.83, "end": 2665.05, "word": " بدي", "probability": 0.762939453125}, {"start": 2665.05, "end": 2665.53, "word": " تلاتة", "probability": 0.895263671875}, {"start": 2665.53, "end": 2666.41, "word": " اكيد", "probability": 0.90869140625}, {"start": 2666.41, "end": 2666.63, "word": " طبعا", "probability": 0.9871826171875}, {"start": 2666.63, "end": 2667.03, "word": " هنختار", "probability": 0.80029296875}, {"start": 2667.03, "end": 2667.21, "word": " مين", "probability": 0.8193359375}, {"start": 2667.21, "end": 2667.81, "word": " التلاتة", "probability": 0.9774169921875}, {"start": 2667.81, "end": 2668.89, "word": " هنختار", "probability": 0.8763427734375}, {"start": 2668.89, "end": 2669.45, "word": " واحد", "probability": 0.936279296875}, {"start": 2669.45, "end": 2670.89, "word": " و", "probability": 0.94775390625}, {"start": 2670.89, "end": 2671.75, "word": " خمسة", "probability": 0.897705078125}, {"start": 2671.75, "end": 2672.19, "word": " و", "probability": 0.8544921875}, {"start": 2672.19, "end": 2673.05, "word": " تلاتة", "probability": 0.9700927734375}, {"start": 2673.05, "end": 2674.33, "word": " لإن", "probability": 0.7698567708333334}, {"start": 2674.33, "end": 2674.49, "word": " هم", "probability": 0.81689453125}, {"start": 2674.49, "end": 2674.87, "word": " الأكثر", "probability": 0.9103190104166666}, {"start": 2674.87, "end": 2675.29, "word": " أهمية", "probability": 0.9251302083333334}, {"start": 2675.29, "end": 2675.57, "word": " حسب", "probability": 0.9814453125}, {"start": 2675.57, "end": 2675.71, "word": " ال", "probability": 0.99072265625}, {"start": 2675.71, "end": 2675.87, "word": " weights", "probability": 0.7421875}, {"start": 2675.87, "end": 2676.03, "word": " اللي", "probability": 0.904541015625}, {"start": 2676.03, "end": 2676.33, "word": " موجود", "probability": 0.9851888020833334}, {"start": 2676.33, "end": 2676.65, "word": " عندى", "probability": 0.760986328125}, {"start": 2676.65, "end": 2677.71, "word": " طبعا", "probability": 0.969970703125}, {"start": 2677.71, "end": 2678.39, "word": " في", "probability": 0.89111328125}, {"start": 2678.39, "end": 2678.63, "word": " جميع", "probability": 0.9794921875}, {"start": 2678.63, "end": 2679.19, "word": " الأحوال", "probability": 0.987548828125}, {"start": 2679.19, "end": 2679.75, "word": " بالنسبة", "probability": 0.983642578125}, {"start": 2679.75, "end": 2680.07, "word": " لاتنين", "probability": 0.8587646484375}, {"start": 2680.07, "end": 2680.21, "word": " ده", "probability": 0.59906005859375}, {"start": 2680.21, "end": 2680.81, "word": " هتحذف", "probability": 0.88994140625}], "temperature": 1.0}, {"id": 112, "seek": 270642, "start": 2681.28, "end": 2706.42, "text": "لأنه صفر يعني معناته ال rule هذه ليست ذات أهمية يعني حطيتها أو شطبتها مالهاش معنى مايلها معنى فمافيش داعي أقول إن إذا كان X1 small و X2 small إذا النتج small مالهاش أهمية يعني إن حطت أو ماانحطتش ماأثرتش في النتائج، هاي معناها", "tokens": [1211, 33456, 3224, 20328, 5172, 2288, 37495, 22653, 20449, 8315, 47395, 2423, 4978, 29538, 32239, 14851, 29910, 9307, 5551, 16095, 10632, 37495, 22653, 11331, 9566, 36081, 11296, 34051, 13412, 9566, 3555, 2655, 11296, 3714, 6027, 3224, 33599, 20449, 1863, 7578, 19446, 26895, 11296, 20449, 1863, 7578, 6156, 15042, 41185, 8592, 11778, 45761, 1829, 5551, 39648, 36145, 11933, 15730, 25961, 1783, 16, 1359, 4032, 1783, 17, 1359, 11933, 15730, 28239, 2655, 7435, 1359, 3714, 6027, 3224, 33599, 5551, 16095, 10632, 37495, 22653, 36145, 11331, 9566, 2655, 34051, 19446, 7649, 5016, 9566, 2655, 8592, 19446, 10721, 12984, 43500, 8592, 8978, 28239, 2655, 16373, 7435, 12399, 8032, 47302, 20449, 8315, 11296], "avg_logprob": -0.19208716143161877, "compression_ratio": 1.855072463768116, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2681.28, "end": 2681.74, "word": "لأنه", "probability": 0.8951822916666666}, {"start": 2681.74, "end": 2682.22, "word": " صفر", "probability": 0.890625}, {"start": 2682.22, "end": 2683.66, "word": " يعني", "probability": 0.8798828125}, {"start": 2683.66, "end": 2683.98, "word": " معناته", "probability": 0.9169921875}, {"start": 2683.98, "end": 2684.1, "word": " ال", "probability": 0.875}, {"start": 2684.1, "end": 2684.2, "word": " rule", "probability": 0.712890625}, {"start": 2684.2, "end": 2684.4, "word": " هذه", "probability": 0.66845703125}, {"start": 2684.4, "end": 2684.76, "word": " ليست", "probability": 0.804443359375}, {"start": 2684.76, "end": 2685.0, "word": " ذات", "probability": 0.98486328125}, {"start": 2685.0, "end": 2685.48, "word": " أهمية", "probability": 0.9524739583333334}, {"start": 2685.48, "end": 2686.06, "word": " يعني", "probability": 0.860107421875}, {"start": 2686.06, "end": 2686.8, "word": " حطيتها", "probability": 0.881103515625}, {"start": 2686.8, "end": 2686.96, "word": " أو", "probability": 0.75390625}, {"start": 2686.96, "end": 2687.52, "word": " شطبتها", "probability": 0.796240234375}, {"start": 2687.52, "end": 2688.1, "word": " مالهاش", "probability": 0.7850341796875}, {"start": 2688.1, "end": 2688.44, "word": " معنى", "probability": 0.9537760416666666}, {"start": 2688.44, "end": 2689.02, "word": " مايلها", "probability": 0.6063639322916666}, {"start": 2689.02, "end": 2689.36, "word": " معنى", "probability": 0.9801432291666666}, {"start": 2689.36, "end": 2690.0, "word": " فمافيش", "probability": 0.907470703125}, {"start": 2690.0, "end": 2690.32, "word": " داعي", "probability": 0.9669596354166666}, {"start": 2690.32, "end": 2690.76, "word": " أقول", "probability": 0.796630859375}, {"start": 2690.76, "end": 2691.2, "word": " إن", "probability": 0.488525390625}, {"start": 2691.2, "end": 2691.46, "word": " إذا", "probability": 0.936767578125}, {"start": 2691.46, "end": 2691.72, "word": " كان", "probability": 0.98486328125}, {"start": 2691.72, "end": 2692.5, "word": " X1", "probability": 0.66845703125}, {"start": 2692.5, "end": 2693.48, "word": " small", "probability": 0.63818359375}, {"start": 2693.48, "end": 2695.12, "word": " و", "probability": 0.7734375}, {"start": 2695.12, "end": 2696.46, "word": " X2", "probability": 0.93994140625}, {"start": 2696.46, "end": 2697.2, "word": " small", "probability": 0.9375}, {"start": 2697.2, "end": 2697.8, "word": " إذا", "probability": 0.75390625}, {"start": 2697.8, "end": 2698.72, "word": " النتج", "probability": 0.7937825520833334}, {"start": 2698.72, "end": 2699.22, "word": " small", "probability": 0.9267578125}, {"start": 2699.22, "end": 2702.08, "word": " مالهاش", "probability": 0.8994140625}, {"start": 2702.08, "end": 2702.6, "word": " أهمية", "probability": 0.9915364583333334}, {"start": 2702.6, "end": 2703.0, "word": " يعني", "probability": 0.943603515625}, {"start": 2703.0, "end": 2703.4, "word": " إن", "probability": 0.459228515625}, {"start": 2703.4, "end": 2703.8, "word": " حطت", "probability": 0.9752604166666666}, {"start": 2703.8, "end": 2703.94, "word": " أو", "probability": 0.9384765625}, {"start": 2703.94, "end": 2704.52, "word": " ماانحطتش", "probability": 0.773681640625}, {"start": 2704.52, "end": 2705.06, "word": " ماأثرتش", "probability": 0.82783203125}, {"start": 2705.06, "end": 2705.18, "word": " في", "probability": 0.95458984375}, {"start": 2705.18, "end": 2705.92, "word": " النتائج،", "probability": 0.7876953125}, {"start": 2705.92, "end": 2705.98, "word": " هاي", "probability": 0.6278076171875}, {"start": 2705.98, "end": 2706.42, "word": " معناها", "probability": 0.9886067708333334}], "temperature": 1.0}, {"id": 113, "seek": 273138, "start": 2707.52, "end": 2731.38, "text": "تمام فلمّا نيجي نتكلم عن هذا الموضوع أكيد كل اللي هنقوله أنه .. نفترض ال if then طبعا احنا هنا بنتكلم عن ملخص .. ملخص الموضوع و اشتغلنا على ال neurofuzzy الان في مثال عندنا by default بحط كل ال if then تبعتي ال if then تبعتي by default بنحطها كأنها كلها ones في الآخر بالنسبة لل XOR في النهاية", "tokens": [39237, 10943, 6156, 19528, 11703, 995, 8717, 1829, 7435, 1829, 8717, 2655, 4117, 19528, 18871, 23758, 9673, 2407, 11242, 45367, 5551, 4117, 25708, 28242, 13672, 1829, 8032, 1863, 39648, 3224, 14739, 3224, 4386, 8717, 5172, 2655, 43042, 2423, 498, 550, 23032, 3555, 3615, 995, 1975, 5016, 8315, 34105, 4724, 29399, 4117, 19528, 18871, 3714, 1211, 9778, 9381, 4386, 3714, 1211, 9778, 9381, 9673, 2407, 11242, 45367, 4032, 1975, 8592, 2655, 17082, 1211, 8315, 15844, 2423, 16499, 69, 30601, 2423, 7649, 8978, 50113, 6027, 43242, 8315, 538, 7576, 4724, 5016, 9566, 28242, 2423, 498, 550, 6055, 3555, 3615, 31371, 2423, 498, 550, 6055, 3555, 3615, 31371, 538, 7576, 44945, 5016, 9566, 11296, 9122, 33456, 11296, 28242, 11296, 2306, 8978, 6024, 95, 34740, 20666, 1863, 35457, 3660, 24976, 1783, 2483, 8978, 28239, 11296, 10632], "avg_logprob": -0.16494361440041908, "compression_ratio": 1.7938931297709924, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 2707.5200000000004, "end": 2708.1800000000003, "word": "تمام", "probability": 0.6959228515625}, {"start": 2708.1800000000003, "end": 2708.84, "word": " فلمّا", "probability": 0.62432861328125}, {"start": 2708.84, "end": 2709.04, "word": " نيجي", "probability": 0.84619140625}, {"start": 2709.04, "end": 2709.36, "word": " نتكلم", "probability": 0.98876953125}, {"start": 2709.36, "end": 2709.52, "word": " عن", "probability": 0.9677734375}, {"start": 2709.52, "end": 2709.66, "word": " هذا", "probability": 0.955078125}, {"start": 2709.66, "end": 2709.98, "word": " الموضوع", "probability": 0.9986572265625}, {"start": 2709.98, "end": 2710.28, "word": " أكيد", "probability": 0.89453125}, {"start": 2710.28, "end": 2710.46, "word": " كل", "probability": 0.97119140625}, {"start": 2710.46, "end": 2710.56, "word": " اللي", "probability": 0.95751953125}, {"start": 2710.56, "end": 2711.12, "word": " هنقوله", "probability": 0.8778076171875}, {"start": 2711.12, "end": 2711.88, "word": " أنه", "probability": 0.79248046875}, {"start": 2711.88, "end": 2712.36, "word": " ..", "probability": 0.468994140625}, {"start": 2712.36, "end": 2713.12, "word": " نفترض", "probability": 0.8809814453125}, {"start": 2713.12, "end": 2713.24, "word": " ال", "probability": 0.8828125}, {"start": 2713.24, "end": 2713.34, "word": " if", "probability": 0.67529296875}, {"start": 2713.34, "end": 2713.5, "word": " then", "probability": 0.69287109375}, {"start": 2713.5, "end": 2713.78, "word": " طبعا", "probability": 0.9505615234375}, {"start": 2713.78, "end": 2713.96, "word": " احنا", "probability": 0.83251953125}, {"start": 2713.96, "end": 2714.1, "word": " هنا", "probability": 0.9228515625}, {"start": 2714.1, "end": 2714.42, "word": " بنتكلم", "probability": 0.82452392578125}, {"start": 2714.42, "end": 2714.62, "word": " عن", "probability": 0.9873046875}, {"start": 2714.62, "end": 2715.42, "word": " ملخص", "probability": 0.98291015625}, {"start": 2715.42, "end": 2715.82, "word": " ..", "probability": 0.58544921875}, {"start": 2715.82, "end": 2716.22, "word": " ملخص", "probability": 0.969970703125}, {"start": 2716.22, "end": 2716.76, "word": " الموضوع", "probability": 0.9979248046875}, {"start": 2716.76, "end": 2717.54, "word": " و", "probability": 0.8955078125}, {"start": 2717.54, "end": 2718.34, "word": " اشتغلنا", "probability": 0.8852132161458334}, {"start": 2718.34, "end": 2718.48, "word": " على", "probability": 0.83642578125}, {"start": 2718.48, "end": 2718.56, "word": " ال", "probability": 0.75244140625}, {"start": 2718.56, "end": 2719.04, "word": " neurofuzzy", "probability": 0.5841471354166666}, {"start": 2719.04, "end": 2719.72, "word": " الان", "probability": 0.50677490234375}, {"start": 2719.72, "end": 2719.86, "word": " في", "probability": 0.779296875}, {"start": 2719.86, "end": 2720.28, "word": " مثال", "probability": 0.99365234375}, {"start": 2720.28, "end": 2721.14, "word": " عندنا", "probability": 0.72998046875}, {"start": 2721.14, "end": 2721.8, "word": " by", "probability": 0.69091796875}, {"start": 2721.8, "end": 2722.16, "word": " default", "probability": 0.99267578125}, {"start": 2722.16, "end": 2722.54, "word": " بحط", "probability": 0.982421875}, {"start": 2722.54, "end": 2722.76, "word": " كل", "probability": 0.98486328125}, {"start": 2722.76, "end": 2722.88, "word": " ال", "probability": 0.94677734375}, {"start": 2722.88, "end": 2723.02, "word": " if", "probability": 0.96826171875}, {"start": 2723.02, "end": 2723.18, "word": " then", "probability": 0.8740234375}, {"start": 2723.18, "end": 2723.66, "word": " تبعتي", "probability": 0.942626953125}, {"start": 2723.66, "end": 2724.14, "word": " ال", "probability": 0.763671875}, {"start": 2724.14, "end": 2724.32, "word": " if", "probability": 0.95849609375}, {"start": 2724.32, "end": 2724.46, "word": " then", "probability": 0.88134765625}, {"start": 2724.46, "end": 2724.86, "word": " تبعتي", "probability": 0.98095703125}, {"start": 2724.86, "end": 2725.32, "word": " by", "probability": 0.94873046875}, {"start": 2725.32, "end": 2725.66, "word": " default", "probability": 0.99365234375}, {"start": 2725.66, "end": 2726.16, "word": " بنحطها", "probability": 0.953857421875}, {"start": 2726.16, "end": 2726.46, "word": " كأنها", "probability": 0.8671875}, {"start": 2726.46, "end": 2726.78, "word": " كلها", "probability": 0.94287109375}, {"start": 2726.78, "end": 2727.1, "word": " ones", "probability": 0.8740234375}, {"start": 2727.1, "end": 2728.54, "word": " في", "probability": 0.849609375}, {"start": 2728.54, "end": 2729.0, "word": " الآخر", "probability": 0.9689127604166666}, {"start": 2729.0, "end": 2729.6, "word": " بالنسبة", "probability": 0.9384765625}, {"start": 2729.6, "end": 2729.74, "word": " لل", "probability": 0.73388671875}, {"start": 2729.74, "end": 2730.2, "word": " XOR", "probability": 0.671630859375}, {"start": 2730.2, "end": 2730.36, "word": " في", "probability": 0.947265625}, {"start": 2730.36, "end": 2731.38, "word": " النهاية", "probability": 0.8748372395833334}], "temperature": 1.0}, {"id": 114, "seek": 275291, "start": 2733.15, "end": 2752.91, "text": "وانمثل يعني خليني انا افترض ان انا بدي احط XOR example بتذكرين ال XOR example؟ تمام XOR example ال .. و هنشوف مجدش مجموعة ال rules اللي انا ممكن اعملها هنقول ان في عندى تمانية rules ممكن يكونوا لل expert system تبعنا ف ..", "tokens": [2407, 7649, 2304, 12984, 1211, 37495, 22653, 16490, 1211, 9957, 1829, 1975, 8315, 1975, 5172, 2655, 43042, 16472, 1975, 8315, 4724, 16254, 1975, 5016, 9566, 1783, 2483, 1365, 39894, 8848, 37983, 9957, 2423, 1783, 2483, 1365, 22807, 46811, 10943, 1783, 2483, 1365, 2423, 4386, 4032, 8032, 1863, 8592, 38688, 3714, 7435, 3215, 8592, 3714, 7435, 2304, 2407, 27884, 2423, 4474, 13672, 1829, 1975, 8315, 3714, 43020, 1975, 25957, 1211, 11296, 8032, 1863, 39648, 16472, 8978, 43242, 7578, 46811, 7649, 10632, 4474, 3714, 43020, 7251, 30544, 14407, 24976, 5844, 1185, 6055, 3555, 3615, 8315, 6156, 4386], "avg_logprob": -0.19726562158515057, "compression_ratio": 1.6255924170616114, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2733.15, "end": 2733.87, "word": "وانمثل", "probability": 0.775830078125}, {"start": 2733.87, "end": 2734.01, "word": " يعني", "probability": 0.751220703125}, {"start": 2734.01, "end": 2734.37, "word": " خليني", "probability": 0.827880859375}, {"start": 2734.37, "end": 2734.45, "word": " انا", "probability": 0.482421875}, {"start": 2734.45, "end": 2734.77, "word": " افترض", "probability": 0.924072265625}, {"start": 2734.77, "end": 2734.89, "word": " ان", "probability": 0.83447265625}, {"start": 2734.89, "end": 2735.01, "word": " انا", "probability": 0.897216796875}, {"start": 2735.01, "end": 2735.19, "word": " بدي", "probability": 0.4688720703125}, {"start": 2735.19, "end": 2735.41, "word": " احط", "probability": 0.89501953125}, {"start": 2735.41, "end": 2736.01, "word": " XOR", "probability": 0.506103515625}, {"start": 2736.01, "end": 2736.67, "word": " example", "probability": 0.61474609375}, {"start": 2736.67, "end": 2737.43, "word": " بتذكرين", "probability": 0.7789306640625}, {"start": 2737.43, "end": 2737.51, "word": " ال", "probability": 0.77001953125}, {"start": 2737.51, "end": 2737.71, "word": " XOR", "probability": 0.886962890625}, {"start": 2737.71, "end": 2738.53, "word": " example؟", "probability": 0.7392578125}, {"start": 2738.53, "end": 2738.89, "word": " تمام", "probability": 0.98828125}, {"start": 2738.89, "end": 2739.83, "word": " XOR", "probability": 0.904052734375}, {"start": 2739.83, "end": 2740.45, "word": " example", "probability": 0.94970703125}, {"start": 2740.45, "end": 2741.17, "word": " ال", "probability": 0.52294921875}, {"start": 2741.17, "end": 2742.41, "word": " ..", "probability": 0.85498046875}, {"start": 2742.41, "end": 2742.85, "word": " و", "probability": 0.89599609375}, {"start": 2742.85, "end": 2743.25, "word": " هنشوف", "probability": 0.85919189453125}, {"start": 2743.25, "end": 2743.61, "word": " مجدش", "probability": 0.9483642578125}, {"start": 2743.61, "end": 2743.97, "word": " مجموعة", "probability": 0.92568359375}, {"start": 2743.97, "end": 2744.15, "word": " ال", "probability": 0.96875}, {"start": 2744.15, "end": 2744.39, "word": " rules", "probability": 0.8447265625}, {"start": 2744.39, "end": 2744.57, "word": " اللي", "probability": 0.956787109375}, {"start": 2744.57, "end": 2744.73, "word": " انا", "probability": 0.8916015625}, {"start": 2744.73, "end": 2744.99, "word": " ممكن", "probability": 0.986572265625}, {"start": 2744.99, "end": 2745.57, "word": " اعملها", "probability": 0.9613037109375}, {"start": 2745.57, "end": 2747.15, "word": " هنقول", "probability": 0.8544921875}, {"start": 2747.15, "end": 2747.27, "word": " ان", "probability": 0.79931640625}, {"start": 2747.27, "end": 2747.41, "word": " في", "probability": 0.82958984375}, {"start": 2747.41, "end": 2747.65, "word": " عندى", "probability": 0.71533203125}, {"start": 2747.65, "end": 2748.07, "word": " تمانية", "probability": 0.9046223958333334}, {"start": 2748.07, "end": 2748.51, "word": " rules", "probability": 0.87255859375}, {"start": 2748.51, "end": 2749.67, "word": " ممكن", "probability": 0.9853515625}, {"start": 2749.67, "end": 2750.13, "word": " يكونوا", "probability": 0.9895833333333334}, {"start": 2750.13, "end": 2750.37, "word": " لل", "probability": 0.7587890625}, {"start": 2750.37, "end": 2750.67, "word": " expert", "probability": 0.66796875}, {"start": 2750.67, "end": 2751.09, "word": " system", "probability": 0.9775390625}, {"start": 2751.09, "end": 2751.55, "word": " تبعنا", "probability": 0.9193115234375}, {"start": 2751.55, "end": 2752.73, "word": " ف", "probability": 0.83544921875}, {"start": 2752.73, "end": 2752.91, "word": " ..", "probability": 0.94921875}], "temperature": 1.0}, {"id": 115, "seek": 278207, "start": 2754.23, "end": 2782.07, "text": "و ال initial weights لكل ال neural network اللي هنستخدمها هفترض ان هي في الليلة الرقم 4 من 0.5 فكلها بده اقول ان هي 0.5 و نشوف ال training نفسه وين هيوديها هذي XOR ايش يعني XOR يعني كإني بقوله إذا كان هذا صفر و هذا صفر بديك تطلعلي هنا واحد تمام طيب إذا كان", "tokens": [2407, 2423, 5883, 17443, 5296, 28820, 2423, 18161, 3209, 13672, 1829, 8032, 1863, 14851, 9778, 40448, 11296, 8032, 5172, 2655, 43042, 16472, 39896, 8978, 13672, 26895, 3660, 34892, 4587, 2304, 1017, 9154, 1958, 13, 20, 6156, 28820, 11296, 47525, 3224, 1975, 39648, 16472, 39896, 1958, 13, 20, 4032, 8717, 8592, 38688, 2423, 3097, 8717, 36178, 3224, 4032, 9957, 39896, 2407, 16254, 11296, 8032, 8848, 1829, 1783, 2483, 1975, 1829, 8592, 37495, 22653, 1783, 2483, 37495, 22653, 9122, 28814, 22653, 4724, 39648, 3224, 11933, 15730, 25961, 23758, 20328, 5172, 2288, 4032, 23758, 20328, 5172, 2288, 4724, 16254, 4117, 6055, 9566, 1211, 3615, 20292, 34105, 36764, 24401, 46811, 10943, 23032, 1829, 3555, 11933, 15730, 25961], "avg_logprob": -0.23834977952534692, "compression_ratio": 1.680327868852459, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 2754.23, "end": 2754.47, "word": "و", "probability": 0.71044921875}, {"start": 2754.47, "end": 2754.53, "word": " ال", "probability": 0.794921875}, {"start": 2754.53, "end": 2754.77, "word": " initial", "probability": 0.533203125}, {"start": 2754.77, "end": 2755.35, "word": " weights", "probability": 0.7939453125}, {"start": 2755.35, "end": 2756.51, "word": " لكل", "probability": 0.92041015625}, {"start": 2756.51, "end": 2757.65, "word": " ال", "probability": 0.7373046875}, {"start": 2757.65, "end": 2757.89, "word": " neural", "probability": 0.90966796875}, {"start": 2757.89, "end": 2758.31, "word": " network", "probability": 0.96875}, {"start": 2758.31, "end": 2758.41, "word": " اللي", "probability": 0.831787109375}, {"start": 2758.41, "end": 2758.99, "word": " هنستخدمها", "probability": 0.934326171875}, {"start": 2758.99, "end": 2759.43, "word": " هفترض", "probability": 0.869384765625}, {"start": 2759.43, "end": 2759.61, "word": " ان", "probability": 0.3544921875}, {"start": 2759.61, "end": 2759.79, "word": " هي", "probability": 0.5537109375}, {"start": 2759.79, "end": 2759.93, "word": " في", "probability": 0.67578125}, {"start": 2759.93, "end": 2760.11, "word": " الليلة", "probability": 0.4693196614583333}, {"start": 2760.11, "end": 2760.41, "word": " الرقم", "probability": 0.98974609375}, {"start": 2760.41, "end": 2760.81, "word": " 4", "probability": 0.5859375}, {"start": 2760.81, "end": 2762.85, "word": " من", "probability": 0.958984375}, {"start": 2762.85, "end": 2763.73, "word": " 0", "probability": 0.80908203125}, {"start": 2763.73, "end": 2764.33, "word": ".5", "probability": 0.99169921875}, {"start": 2764.33, "end": 2764.93, "word": " فكلها", "probability": 0.9186197916666666}, {"start": 2764.93, "end": 2765.15, "word": " بده", "probability": 0.634033203125}, {"start": 2765.15, "end": 2765.27, "word": " اقول", "probability": 0.6602783203125}, {"start": 2765.27, "end": 2765.37, "word": " ان", "probability": 0.7822265625}, {"start": 2765.37, "end": 2765.47, "word": " هي", "probability": 0.7470703125}, {"start": 2765.47, "end": 2765.65, "word": " 0", "probability": 0.9267578125}, {"start": 2765.65, "end": 2766.23, "word": ".5", "probability": 0.995849609375}, {"start": 2766.23, "end": 2766.59, "word": " و", "probability": 0.9482421875}, {"start": 2766.59, "end": 2767.05, "word": " نشوف", "probability": 0.87109375}, {"start": 2767.05, "end": 2767.85, "word": " ال", "probability": 0.84521484375}, {"start": 2767.85, "end": 2768.31, "word": " training", "probability": 0.95751953125}, {"start": 2768.31, "end": 2768.99, "word": " نفسه", "probability": 0.83837890625}, {"start": 2768.99, "end": 2769.07, "word": " وين", "probability": 0.6275634765625}, {"start": 2769.07, "end": 2769.79, "word": " هيوديها", "probability": 0.859619140625}, {"start": 2769.79, "end": 2770.93, "word": " هذي", "probability": 0.5542805989583334}, {"start": 2770.93, "end": 2771.31, "word": " XOR", "probability": 0.672607421875}, {"start": 2771.31, "end": 2771.51, "word": " ايش", "probability": 0.6796061197916666}, {"start": 2771.51, "end": 2771.67, "word": " يعني", "probability": 0.94091796875}, {"start": 2771.67, "end": 2772.11, "word": " XOR", "probability": 0.929931640625}, {"start": 2772.11, "end": 2772.77, "word": " يعني", "probability": 0.7958984375}, {"start": 2772.77, "end": 2773.47, "word": " كإني", "probability": 0.7293294270833334}, {"start": 2773.47, "end": 2774.01, "word": " بقوله", "probability": 0.8976236979166666}, {"start": 2774.01, "end": 2774.99, "word": " إذا", "probability": 0.806640625}, {"start": 2774.99, "end": 2775.15, "word": " كان", "probability": 0.99609375}, {"start": 2775.15, "end": 2775.33, "word": " هذا", "probability": 0.71630859375}, {"start": 2775.33, "end": 2775.75, "word": " صفر", "probability": 0.9248046875}, {"start": 2775.75, "end": 2776.07, "word": " و", "probability": 0.59130859375}, {"start": 2776.07, "end": 2776.27, "word": " هذا", "probability": 0.9345703125}, {"start": 2776.27, "end": 2776.73, "word": " صفر", "probability": 0.9847005208333334}, {"start": 2776.73, "end": 2777.47, "word": " بديك", "probability": 0.8131510416666666}, {"start": 2777.47, "end": 2777.93, "word": " تطلعلي", "probability": 0.81533203125}, {"start": 2777.93, "end": 2778.07, "word": " هنا", "probability": 0.984375}, {"start": 2778.07, "end": 2778.53, "word": " واحد", "probability": 0.98828125}, {"start": 2778.53, "end": 2780.69, "word": " تمام", "probability": 0.6708984375}, {"start": 2780.69, "end": 2781.43, "word": " طيب", "probability": 0.8741861979166666}, {"start": 2781.43, "end": 2781.71, "word": " إذا", "probability": 0.923583984375}, {"start": 2781.71, "end": 2782.07, "word": " كان", "probability": 0.99755859375}], "temperature": 1.0}, {"id": 116, "seek": 280813, "start": 2783.45, "end": 2808.13, "text": "صفر واحد عفوا احنا x or مختلفين ones فإذا اللي بالأحمر هذا المفروض يطلع صفر واحد إذا كان واحد صفر المفروض يطلع واحد إذا كان نهاي في النهاية واحد واحد", "tokens": [9381, 5172, 2288, 36764, 24401, 6225, 5172, 14407, 1975, 5016, 8315, 2031, 420, 3714, 46456, 46538, 9957, 2306, 6156, 28814, 15730, 13672, 1829, 20666, 10721, 5016, 29973, 23758, 9673, 5172, 32887, 11242, 7251, 9566, 1211, 3615, 20328, 5172, 2288, 36764, 24401, 11933, 15730, 25961, 36764, 24401, 20328, 5172, 2288, 9673, 5172, 32887, 11242, 7251, 9566, 1211, 3615, 36764, 24401, 11933, 15730, 25961, 8717, 11296, 1829, 8978, 28239, 11296, 10632, 36764, 24401, 36764, 24401], "avg_logprob": -0.1299619972705841, "compression_ratio": 1.955223880597015, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2783.45, "end": 2784.09, "word": "صفر", "probability": 0.8572591145833334}, {"start": 2784.09, "end": 2785.25, "word": " واحد", "probability": 0.86181640625}, {"start": 2785.25, "end": 2786.89, "word": " عفوا", "probability": 0.8282877604166666}, {"start": 2786.89, "end": 2787.35, "word": " احنا", "probability": 0.8158365885416666}, {"start": 2787.35, "end": 2787.65, "word": " x", "probability": 0.37646484375}, {"start": 2787.65, "end": 2788.05, "word": " or", "probability": 0.83203125}, {"start": 2788.05, "end": 2789.77, "word": " مختلفين", "probability": 0.9862060546875}, {"start": 2789.77, "end": 2790.85, "word": " ones", "probability": 0.6318359375}, {"start": 2790.85, "end": 2792.55, "word": " فإذا", "probability": 0.74365234375}, {"start": 2792.55, "end": 2793.75, "word": " اللي", "probability": 0.949462890625}, {"start": 2793.75, "end": 2794.17, "word": " بالأحمر", "probability": 0.9461669921875}, {"start": 2794.17, "end": 2794.33, "word": " هذا", "probability": 0.3935546875}, {"start": 2794.33, "end": 2794.61, "word": " المفروض", "probability": 0.994140625}, {"start": 2794.61, "end": 2794.83, "word": " يطلع", "probability": 0.978759765625}, {"start": 2794.83, "end": 2795.39, "word": " صفر", "probability": 0.9697265625}, {"start": 2795.39, "end": 2798.17, "word": " واحد", "probability": 0.886962890625}, {"start": 2798.17, "end": 2800.91, "word": " إذا", "probability": 0.864013671875}, {"start": 2800.91, "end": 2801.27, "word": " كان", "probability": 0.99365234375}, {"start": 2801.27, "end": 2802.31, "word": " واحد", "probability": 0.98974609375}, {"start": 2802.31, "end": 2802.93, "word": " صفر", "probability": 0.9910481770833334}, {"start": 2802.93, "end": 2803.93, "word": " المفروض", "probability": 0.9937744140625}, {"start": 2803.93, "end": 2804.23, "word": " يطلع", "probability": 0.996337890625}, {"start": 2804.23, "end": 2804.71, "word": " واحد", "probability": 0.993896484375}, {"start": 2804.71, "end": 2806.01, "word": " إذا", "probability": 0.947265625}, {"start": 2806.01, "end": 2806.23, "word": " كان", "probability": 0.98974609375}, {"start": 2806.23, "end": 2806.59, "word": " نهاي", "probability": 0.67578125}, {"start": 2806.59, "end": 2806.77, "word": " في", "probability": 0.405517578125}, {"start": 2806.77, "end": 2807.13, "word": " النهاية", "probability": 0.9412434895833334}, {"start": 2807.13, "end": 2807.57, "word": " واحد", "probability": 0.98388671875}, {"start": 2807.57, "end": 2808.13, "word": " واحد", "probability": 0.958984375}], "temperature": 1.0}, {"id": 117, "seek": 283223, "start": 2809.15, "end": 2832.23, "text": "مفروض تطلع صفر كل واحدة على حسب اللون تباحة تمام هيك بدأنا ندربها و بدأنا نعطيها ال كل ما بعطيها صفر صفر بقولها لازم هنا تطلعيلي صفر و بشوف جدش ال error هل فعلا بتطلع صفر و لا و بنبدأ نعدل مجموعة ال weights تبعتنا فكل ال weights بدأناها بجدش او point five زي ما قلنا كله بدأت من او point five هي وجدنا ان في تلاتة", "tokens": [2304, 5172, 32887, 11242, 6055, 9566, 1211, 3615, 20328, 5172, 2288, 28242, 36764, 24401, 3660, 15844, 11331, 35457, 13672, 11536, 6055, 3555, 39319, 3660, 46811, 10943, 39896, 4117, 47525, 10721, 8315, 8717, 3215, 25513, 11296, 4032, 47525, 10721, 8315, 8717, 3615, 9566, 1829, 11296, 2423, 28242, 19446, 4724, 3615, 9566, 1829, 11296, 20328, 5172, 2288, 20328, 5172, 2288, 4724, 39648, 11296, 5296, 31377, 2304, 34105, 6055, 9566, 1211, 3615, 1829, 20292, 20328, 5172, 2288, 4032, 4724, 8592, 38688, 10874, 3215, 8592, 2423, 6713, 8032, 1211, 6156, 3615, 15040, 39894, 9566, 1211, 3615, 20328, 5172, 2288, 4032, 20193, 4032, 44945, 44510, 10721, 8717, 22488, 1211, 3714, 7435, 2304, 2407, 27884, 2423, 17443, 6055, 3555, 34268, 8315, 6156, 28820, 2423, 17443, 47525, 10721, 8315, 11296, 4724, 7435, 3215, 8592, 1975, 2407, 935, 1732, 30767, 1829, 19446, 12174, 1211, 8315, 28242, 3224, 47525, 10721, 2655, 9154, 1975, 2407, 935, 1732, 39896, 49610, 3215, 8315, 16472, 8978, 6055, 1211, 9307, 3660], "avg_logprob": -0.18107199197328544, "compression_ratio": 1.9885931558935361, "no_speech_prob": 1.3709068298339844e-06, "words": [{"start": 2809.15, "end": 2809.49, "word": "مفروض", "probability": 0.768707275390625}, {"start": 2809.49, "end": 2809.69, "word": " تطلع", "probability": 0.853515625}, {"start": 2809.69, "end": 2810.09, "word": " صفر", "probability": 0.89990234375}, {"start": 2810.09, "end": 2810.67, "word": " كل", "probability": 0.467529296875}, {"start": 2810.67, "end": 2810.91, "word": " واحدة", "probability": 0.9811197916666666}, {"start": 2810.91, "end": 2810.99, "word": " على", "probability": 0.8994140625}, {"start": 2810.99, "end": 2811.25, "word": " حسب", "probability": 0.9970703125}, {"start": 2811.25, "end": 2811.45, "word": " اللون", "probability": 0.98193359375}, {"start": 2811.45, "end": 2811.81, "word": " تباحة", "probability": 0.55657958984375}, {"start": 2811.81, "end": 2812.15, "word": " تمام", "probability": 0.730712890625}, {"start": 2812.15, "end": 2812.75, "word": " هيك", "probability": 0.77197265625}, {"start": 2812.75, "end": 2813.05, "word": " بدأنا", "probability": 0.9347330729166666}, {"start": 2813.05, "end": 2813.69, "word": " ندربها", "probability": 0.9764404296875}, {"start": 2813.69, "end": 2814.09, "word": " و", "probability": 0.720703125}, {"start": 2814.09, "end": 2814.35, "word": " بدأنا", "probability": 0.9283854166666666}, {"start": 2814.35, "end": 2814.93, "word": " نعطيها", "probability": 0.9890625}, {"start": 2814.93, "end": 2816.19, "word": " ال", "probability": 0.48828125}, {"start": 2816.19, "end": 2817.01, "word": " كل", "probability": 0.43701171875}, {"start": 2817.01, "end": 2817.11, "word": " ما", "probability": 0.72802734375}, {"start": 2817.11, "end": 2817.43, "word": " بعطيها", "probability": 0.763330078125}, {"start": 2817.43, "end": 2817.71, "word": " صفر", "probability": 0.8299153645833334}, {"start": 2817.71, "end": 2818.11, "word": " صفر", "probability": 0.9422200520833334}, {"start": 2818.11, "end": 2818.59, "word": " بقولها", "probability": 0.79248046875}, {"start": 2818.59, "end": 2818.81, "word": " لازم", "probability": 0.9920247395833334}, {"start": 2818.81, "end": 2818.93, "word": " هنا", "probability": 0.8564453125}, {"start": 2818.93, "end": 2819.33, "word": " تطلعيلي", "probability": 0.8553873697916666}, {"start": 2819.33, "end": 2820.37, "word": " صفر", "probability": 0.98486328125}, {"start": 2820.37, "end": 2820.67, "word": " و", "probability": 0.54541015625}, {"start": 2820.67, "end": 2820.91, "word": " بشوف", "probability": 0.9736328125}, {"start": 2820.91, "end": 2821.19, "word": " جدش", "probability": 0.7998046875}, {"start": 2821.19, "end": 2821.33, "word": " ال", "probability": 0.8408203125}, {"start": 2821.33, "end": 2821.51, "word": " error", "probability": 0.8955078125}, {"start": 2821.51, "end": 2821.71, "word": " هل", "probability": 0.93603515625}, {"start": 2821.71, "end": 2821.89, "word": " فعلا", "probability": 0.9392903645833334}, {"start": 2821.89, "end": 2822.21, "word": " بتطلع", "probability": 0.9405517578125}, {"start": 2822.21, "end": 2822.43, "word": " صفر", "probability": 0.8898111979166666}, {"start": 2822.43, "end": 2822.51, "word": " و", "probability": 0.349853515625}, {"start": 2822.51, "end": 2822.59, "word": " لا", "probability": 0.7998046875}, {"start": 2822.59, "end": 2822.87, "word": " و", "probability": 0.7958984375}, {"start": 2822.87, "end": 2823.19, "word": " بنبدأ", "probability": 0.9114583333333334}, {"start": 2823.19, "end": 2823.77, "word": " نعدل", "probability": 0.9827473958333334}, {"start": 2823.77, "end": 2824.19, "word": " مجموعة", "probability": 0.94462890625}, {"start": 2824.19, "end": 2824.35, "word": " ال", "probability": 0.9931640625}, {"start": 2824.35, "end": 2824.59, "word": " weights", "probability": 0.86572265625}, {"start": 2824.59, "end": 2825.17, "word": " تبعتنا", "probability": 0.9412841796875}, {"start": 2825.17, "end": 2825.89, "word": " فكل", "probability": 0.95849609375}, {"start": 2825.89, "end": 2826.35, "word": " ال", "probability": 0.998046875}, {"start": 2826.35, "end": 2826.65, "word": " weights", "probability": 0.83935546875}, {"start": 2826.65, "end": 2827.11, "word": " بدأناها", "probability": 0.9586181640625}, {"start": 2827.11, "end": 2827.57, "word": " بجدش", "probability": 0.8951416015625}, {"start": 2827.57, "end": 2827.71, "word": " او", "probability": 0.55230712890625}, {"start": 2827.71, "end": 2827.87, "word": " point", "probability": 0.578125}, {"start": 2827.87, "end": 2828.27, "word": " five", "probability": 0.83349609375}, {"start": 2828.27, "end": 2828.55, "word": " زي", "probability": 0.92529296875}, {"start": 2828.55, "end": 2828.61, "word": " ما", "probability": 0.96923828125}, {"start": 2828.61, "end": 2828.85, "word": " قلنا", "probability": 0.87353515625}, {"start": 2828.85, "end": 2829.11, "word": " كله", "probability": 0.746826171875}, {"start": 2829.11, "end": 2829.33, "word": " بدأت", "probability": 0.8483072916666666}, {"start": 2829.33, "end": 2829.41, "word": " من", "probability": 0.99169921875}, {"start": 2829.41, "end": 2829.59, "word": " او", "probability": 0.81494140625}, {"start": 2829.59, "end": 2829.73, "word": " point", "probability": 0.94091796875}, {"start": 2829.73, "end": 2829.99, "word": " five", "probability": 0.9228515625}, {"start": 2829.99, "end": 2830.13, "word": " هي", "probability": 0.50048828125}, {"start": 2830.13, "end": 2831.19, "word": " وجدنا", "probability": 0.8527018229166666}, {"start": 2831.19, "end": 2831.33, "word": " ان", "probability": 0.61669921875}, {"start": 2831.33, "end": 2831.49, "word": " في", "probability": 0.787109375}, {"start": 2831.49, "end": 2832.23, "word": " تلاتة", "probability": 0.9515380859375}], "temperature": 1.0}, {"id": 118, "seek": 284958, "start": 2832.96, "end": 2849.58, "text": "صار لهم degradation و نزلوا لل zero يعني مالهمش أهمية يعني معناه ذلك أن ال rules هذه بقدر أحذفها تماما بنقدر أحذفها بنقدر بكل بساطة أحذفها الآن صار عندنا اتنين", "tokens": [9381, 9640, 5296, 16095, 40519, 4032, 8717, 11622, 1211, 14407, 24976, 4018, 37495, 22653, 19446, 1211, 16095, 8592, 5551, 16095, 10632, 37495, 22653, 20449, 8315, 3224, 29910, 23275, 14739, 2423, 4474, 29538, 4724, 28543, 2288, 5551, 5016, 8848, 5172, 11296, 46811, 10943, 995, 44945, 28543, 2288, 5551, 5016, 8848, 5172, 11296, 44945, 28543, 2288, 4724, 28820, 4724, 3794, 41193, 3660, 5551, 5016, 8848, 5172, 11296, 6024, 48506, 20328, 9640, 43242, 8315, 1975, 2655, 1863, 9957], "avg_logprob": -0.2087787823065331, "compression_ratio": 1.6107784431137724, "no_speech_prob": 1.8477439880371094e-06, "words": [{"start": 2832.96, "end": 2833.28, "word": "صار", "probability": 0.651611328125}, {"start": 2833.28, "end": 2833.4, "word": " لهم", "probability": 0.7127685546875}, {"start": 2833.4, "end": 2833.84, "word": " degradation", "probability": 0.7841796875}, {"start": 2833.84, "end": 2834.86, "word": " و", "probability": 0.91259765625}, {"start": 2834.86, "end": 2835.76, "word": " نزلوا", "probability": 0.8394775390625}, {"start": 2835.76, "end": 2836.1, "word": " لل", "probability": 0.5537109375}, {"start": 2836.1, "end": 2836.5, "word": " zero", "probability": 0.45654296875}, {"start": 2836.5, "end": 2836.92, "word": " يعني", "probability": 0.883544921875}, {"start": 2836.92, "end": 2837.26, "word": " مالهمش", "probability": 0.644378662109375}, {"start": 2837.26, "end": 2837.76, "word": " أهمية", "probability": 0.92626953125}, {"start": 2837.76, "end": 2838.2, "word": " يعني", "probability": 0.869384765625}, {"start": 2838.2, "end": 2838.48, "word": " معناه", "probability": 0.8816731770833334}, {"start": 2838.48, "end": 2838.64, "word": " ذلك", "probability": 0.931396484375}, {"start": 2838.64, "end": 2838.78, "word": " أن", "probability": 0.48681640625}, {"start": 2838.78, "end": 2838.9, "word": " ال", "probability": 0.7744140625}, {"start": 2838.9, "end": 2839.08, "word": " rules", "probability": 0.39453125}, {"start": 2839.08, "end": 2839.32, "word": " هذه", "probability": 0.65087890625}, {"start": 2839.32, "end": 2839.66, "word": " بقدر", "probability": 0.94482421875}, {"start": 2839.66, "end": 2840.24, "word": " أحذفها", "probability": 0.91904296875}, {"start": 2840.24, "end": 2841.18, "word": " تماما", "probability": 0.9861653645833334}, {"start": 2841.18, "end": 2841.48, "word": " بنقدر", "probability": 0.7528483072916666}, {"start": 2841.48, "end": 2842.06, "word": " أحذفها", "probability": 0.90068359375}, {"start": 2842.06, "end": 2843.36, "word": " بنقدر", "probability": 0.8702799479166666}, {"start": 2843.36, "end": 2843.56, "word": " بكل", "probability": 0.978271484375}, {"start": 2843.56, "end": 2843.82, "word": " بساطة", "probability": 0.9725341796875}, {"start": 2843.82, "end": 2844.2, "word": " أحذفها", "probability": 0.94130859375}, {"start": 2844.2, "end": 2844.96, "word": " الآن", "probability": 0.6976318359375}, {"start": 2844.96, "end": 2848.24, "word": " صار", "probability": 0.93359375}, {"start": 2848.24, "end": 2848.72, "word": " عندنا", "probability": 0.93212890625}, {"start": 2848.72, "end": 2849.58, "word": " اتنين", "probability": 0.931396484375}], "temperature": 1.0}, {"id": 119, "seek": 287812, "start": 2851.68, "end": 2878.12, "text": "على أساس أننا حطينا تمانية اعملنا كل احتمالات الممكنة لمجموعة ال memberships خلينا نقول .. و بعدين قلنا مين اللي هيظل و مين اللي مش هيظل فتلتة منهم راحوا و في أربعة .. مظبوط .. واحد .. اتنين .. تلتة .. أربعة ..ظلهم موجودين اللي هي .. اتنين .. تلتة .. و خمسة .. و تمانية .. اتنين .. تلتة .. خمسة .. تمانية .. و في أربعة نزلوا و صاروا لهم degradation اللي هم مين؟", "tokens": [3615, 23942, 5551, 3794, 32277, 14739, 8315, 11331, 9566, 1829, 8315, 46811, 7649, 10632, 1975, 25957, 1211, 8315, 28242, 1975, 33753, 2304, 6027, 9307, 9673, 43020, 3660, 32767, 7435, 2304, 2407, 27884, 2423, 1334, 1616, 7640, 16490, 1211, 9957, 995, 8717, 39648, 4386, 4032, 39182, 9957, 12174, 1211, 8315, 3714, 9957, 13672, 1829, 39896, 19913, 1211, 4032, 3714, 9957, 13672, 1829, 37893, 39896, 19913, 1211, 6156, 2655, 1211, 2655, 3660, 9154, 16095, 12602, 39319, 14407, 4032, 8978, 5551, 25513, 27884, 4386, 3714, 19913, 3555, 2407, 9566, 4386, 36764, 24401, 4386, 1975, 2655, 1863, 9957, 4386, 6055, 1211, 2655, 3660, 4386, 5551, 25513, 27884, 4386, 19913, 1211, 16095, 3714, 29245, 23328, 9957, 13672, 1829, 39896, 4386, 1975, 2655, 1863, 9957, 4386, 6055, 1211, 2655, 3660, 4386, 4032, 16490, 2304, 3794, 3660, 4386, 4032, 46811, 7649, 10632, 4386, 1975, 2655, 1863, 9957, 4386, 6055, 1211, 2655, 3660, 4386, 16490, 2304, 3794, 3660, 4386, 46811, 7649, 10632, 4386, 4032, 8978, 5551, 25513, 27884, 8717, 11622, 1211, 14407, 4032, 20328, 9640, 14407, 5296, 16095, 40519, 13672, 1829, 8032, 2304, 3714, 9957, 22807], "avg_logprob": -0.18557960544218563, "compression_ratio": 2.204460966542751, "no_speech_prob": 2.7418136596679688e-06, "words": [{"start": 2851.6800000000003, "end": 2852.3, "word": "على", "probability": 0.775634765625}, {"start": 2852.3, "end": 2852.5, "word": " أساس", "probability": 0.9152018229166666}, {"start": 2852.5, "end": 2852.82, "word": " أننا", "probability": 0.5047607421875}, {"start": 2852.82, "end": 2853.4, "word": " حطينا", "probability": 0.871337890625}, {"start": 2853.4, "end": 2853.88, "word": " تمانية", "probability": 0.87646484375}, {"start": 2853.88, "end": 2854.6, "word": " اعملنا", "probability": 0.78973388671875}, {"start": 2854.6, "end": 2854.84, "word": " كل", "probability": 0.97314453125}, {"start": 2854.84, "end": 2855.36, "word": " احتمالات", "probability": 0.9669921875}, {"start": 2855.36, "end": 2856.02, "word": " الممكنة", "probability": 0.9235026041666666}, {"start": 2856.02, "end": 2856.72, "word": " لمجموعة", "probability": 0.9125}, {"start": 2856.72, "end": 2856.88, "word": " ال", "probability": 0.7333984375}, {"start": 2856.88, "end": 2857.46, "word": " memberships", "probability": 0.64398193359375}, {"start": 2857.46, "end": 2857.94, "word": " خلينا", "probability": 0.798583984375}, {"start": 2857.94, "end": 2858.14, "word": " نقول", "probability": 0.989990234375}, {"start": 2858.14, "end": 2858.28, "word": " ..", "probability": 0.29150390625}, {"start": 2858.28, "end": 2858.64, "word": " و", "probability": 0.50048828125}, {"start": 2858.64, "end": 2858.9, "word": " بعدين", "probability": 0.922119140625}, {"start": 2858.9, "end": 2859.12, "word": " قلنا", "probability": 0.8614908854166666}, {"start": 2859.12, "end": 2859.3, "word": " مين", "probability": 0.975341796875}, {"start": 2859.3, "end": 2859.4, "word": " اللي", "probability": 0.939208984375}, {"start": 2859.4, "end": 2859.72, "word": " هيظل", "probability": 0.6619466145833334}, {"start": 2859.72, "end": 2859.8, "word": " و", "probability": 0.9814453125}, {"start": 2859.8, "end": 2859.88, "word": " مين", "probability": 0.802978515625}, {"start": 2859.88, "end": 2859.94, "word": " اللي", "probability": 0.954345703125}, {"start": 2859.94, "end": 2860.04, "word": " مش", "probability": 0.9609375}, {"start": 2860.04, "end": 2860.32, "word": " هيظل", "probability": 0.8916015625}, {"start": 2860.32, "end": 2860.72, "word": " فتلتة", "probability": 0.865234375}, {"start": 2860.72, "end": 2860.92, "word": " منهم", "probability": 0.98681640625}, {"start": 2860.92, "end": 2861.32, "word": " راحوا", "probability": 0.9737955729166666}, {"start": 2861.32, "end": 2861.74, "word": " و", "probability": 0.72900390625}, {"start": 2861.74, "end": 2861.94, "word": " في", "probability": 0.6201171875}, {"start": 2861.94, "end": 2862.82, "word": " أربعة", "probability": 0.8553059895833334}, {"start": 2862.82, "end": 2863.6, "word": " ..", "probability": 0.76123046875}, {"start": 2863.6, "end": 2864.18, "word": " مظبوط", "probability": 0.83427734375}, {"start": 2864.18, "end": 2865.0, "word": " ..", "probability": 0.69677734375}, {"start": 2865.0, "end": 2865.24, "word": " واحد", "probability": 0.83154296875}, {"start": 2865.24, "end": 2865.26, "word": " ..", "probability": 0.302734375}, {"start": 2865.26, "end": 2865.44, "word": " اتنين", "probability": 0.938720703125}, {"start": 2865.44, "end": 2865.52, "word": " ..", "probability": 0.96337890625}, {"start": 2865.52, "end": 2865.82, "word": " تلتة", "probability": 0.88818359375}, {"start": 2865.82, "end": 2865.88, "word": " ..", "probability": 0.87939453125}, {"start": 2865.88, "end": 2866.22, "word": " أربعة", "probability": 0.8356119791666666}, {"start": 2866.22, "end": 2866.9, "word": " ..ظلهم", "probability": 0.69097900390625}, {"start": 2866.9, "end": 2867.44, "word": " موجودين", "probability": 0.99267578125}, {"start": 2867.44, "end": 2867.62, "word": " اللي", "probability": 0.828125}, {"start": 2867.62, "end": 2867.94, "word": " هي", "probability": 0.87109375}, {"start": 2867.94, "end": 2869.14, "word": " ..", "probability": 0.47802734375}, {"start": 2869.14, "end": 2869.56, "word": " اتنين", "probability": 0.9332275390625}, {"start": 2869.56, "end": 2869.98, "word": " ..", "probability": 0.91748046875}, {"start": 2869.98, "end": 2870.54, "word": " تلتة", "probability": 0.921630859375}, {"start": 2870.54, "end": 2871.08, "word": " ..", "probability": 0.857421875}, {"start": 2871.08, "end": 2871.18, "word": " و", "probability": 0.8955078125}, {"start": 2871.18, "end": 2871.8, "word": " خمسة", "probability": 0.93701171875}, {"start": 2871.8, "end": 2871.9, "word": " ..", "probability": 0.86767578125}, {"start": 2871.9, "end": 2871.96, "word": " و", "probability": 0.74365234375}, {"start": 2871.96, "end": 2872.44, "word": " تمانية", "probability": 0.9866536458333334}, {"start": 2872.44, "end": 2873.3, "word": " ..", "probability": 0.67529296875}, {"start": 2873.3, "end": 2873.58, "word": " اتنين", "probability": 0.9630126953125}, {"start": 2873.58, "end": 2873.64, "word": " ..", "probability": 0.9677734375}, {"start": 2873.64, "end": 2873.98, "word": " تلتة", "probability": 0.991455078125}, {"start": 2873.98, "end": 2874.0, "word": " ..", "probability": 0.99072265625}, {"start": 2874.0, "end": 2874.3, "word": " خمسة", "probability": 0.9837646484375}, {"start": 2874.3, "end": 2874.32, "word": " ..", "probability": 0.962890625}, {"start": 2874.32, "end": 2874.7, "word": " تمانية", "probability": 0.9912109375}, {"start": 2874.7, "end": 2875.08, "word": " ..", "probability": 0.7763671875}, {"start": 2875.08, "end": 2875.14, "word": " و", "probability": 0.92578125}, {"start": 2875.14, "end": 2875.26, "word": " في", "probability": 0.83642578125}, {"start": 2875.26, "end": 2875.74, "word": " أربعة", "probability": 0.9384765625}, {"start": 2875.74, "end": 2876.34, "word": " نزلوا", "probability": 0.9464111328125}, {"start": 2876.34, "end": 2876.46, "word": " و", "probability": 0.1776123046875}, {"start": 2876.46, "end": 2876.54, "word": " صاروا", "probability": 0.7399088541666666}, {"start": 2876.54, "end": 2876.62, "word": " لهم", "probability": 0.7275390625}, {"start": 2876.62, "end": 2876.98, "word": " degradation", "probability": 0.900390625}, {"start": 2876.98, "end": 2877.28, "word": " اللي", "probability": 0.98681640625}, {"start": 2877.28, "end": 2877.52, "word": " هم", "probability": 0.964599609375}, {"start": 2877.52, "end": 2878.12, "word": " مين؟", "probability": 0.796630859375}], "temperature": 1.0}, {"id": 120, "seek": 290801, "start": 2878.81, "end": 2908.01, "text": "هدول تلاتة اه اه في واحد واربعة وهدي ستة وسبعة مع بعض ستة وسبعة Zero Zero Zero Zero هدول بنشطبه فإذا أنا كل اللي انا محتاجه فقط اربعة rules هنا مش تمانية زي ما بدأنا افتراضا في البداية فالواضح معناته ان انا ممكن احط ال maximum possibility الممكنة واخلي ال training او ال neural networkية اللي تفهم و تعمل تدريب لحالها تتعلم ان لأ هذه ال rules مهمة خليها هذه ال rules مش مهمة شيلها", "tokens": [3224, 3215, 12610, 6055, 1211, 9307, 3660, 1975, 3224, 1975, 3224, 8978, 36764, 24401, 4032, 9640, 3555, 27884, 37037, 16254, 8608, 2655, 3660, 4032, 35457, 27884, 20449, 45030, 11242, 8608, 2655, 3660, 4032, 35457, 27884, 17182, 17182, 17182, 17182, 8032, 3215, 12610, 44945, 8592, 9566, 3555, 3224, 6156, 28814, 15730, 41850, 28242, 13672, 1829, 1975, 8315, 3714, 33753, 26108, 3224, 6156, 47432, 1975, 25513, 27884, 4474, 34105, 37893, 46811, 7649, 10632, 30767, 1829, 19446, 47525, 10721, 8315, 1975, 5172, 2655, 2288, 46958, 995, 8978, 29739, 28259, 10632, 6156, 6027, 2407, 46958, 5016, 20449, 8315, 47395, 16472, 1975, 8315, 3714, 43020, 1975, 5016, 9566, 2423, 6674, 7959, 9673, 43020, 3660, 4032, 47283, 20292, 2423, 3097, 1975, 2407, 2423, 18161, 3209, 10632, 13672, 1829, 6055, 5172, 16095, 4032, 6055, 25957, 1211, 6055, 3215, 16572, 3555, 5296, 5016, 6027, 11296, 6055, 2655, 3615, 19528, 16472, 5296, 10721, 29538, 2423, 4474, 3714, 16095, 3660, 16490, 20292, 11296, 29538, 2423, 4474, 37893, 3714, 16095, 3660, 13412, 26895, 11296], "avg_logprob": -0.16739710865587723, "compression_ratio": 1.9617834394904459, "no_speech_prob": 8.404254913330078e-06, "words": [{"start": 2878.81, "end": 2879.13, "word": "هدول", "probability": 0.9322916666666666}, {"start": 2879.13, "end": 2879.69, "word": " تلاتة", "probability": 0.7216339111328125}, {"start": 2879.69, "end": 2879.95, "word": " اه", "probability": 0.5518798828125}, {"start": 2879.95, "end": 2880.07, "word": " اه", "probability": 0.87890625}, {"start": 2880.07, "end": 2880.21, "word": " في", "probability": 0.76123046875}, {"start": 2880.21, "end": 2880.65, "word": " واحد", "probability": 0.958984375}, {"start": 2880.65, "end": 2881.45, "word": " واربعة", "probability": 0.77496337890625}, {"start": 2881.45, "end": 2881.73, "word": " وهدي", "probability": 0.4820556640625}, {"start": 2881.73, "end": 2882.11, "word": " ستة", "probability": 0.9381510416666666}, {"start": 2882.11, "end": 2882.45, "word": " وسبعة", "probability": 0.9002278645833334}, {"start": 2882.45, "end": 2882.59, "word": " مع", "probability": 0.95166015625}, {"start": 2882.59, "end": 2882.87, "word": " بعض", "probability": 0.997802734375}, {"start": 2882.87, "end": 2883.43, "word": " ستة", "probability": 0.8264973958333334}, {"start": 2883.43, "end": 2883.77, "word": " وسبعة", "probability": 0.9720052083333334}, {"start": 2883.77, "end": 2884.39, "word": " Zero", "probability": 0.330078125}, {"start": 2884.39, "end": 2885.19, "word": " Zero", "probability": 0.6513671875}, {"start": 2885.19, "end": 2885.91, "word": " Zero", "probability": 0.89794921875}, {"start": 2885.91, "end": 2886.41, "word": " Zero", "probability": 0.7470703125}, {"start": 2886.41, "end": 2886.85, "word": " هدول", "probability": 0.9597981770833334}, {"start": 2886.85, "end": 2887.55, "word": " بنشطبه", "probability": 0.8716796875}, {"start": 2887.55, "end": 2888.03, "word": " فإذا", "probability": 0.83349609375}, {"start": 2888.03, "end": 2888.19, "word": " أنا", "probability": 0.56201171875}, {"start": 2888.19, "end": 2888.47, "word": " كل", "probability": 0.95458984375}, {"start": 2888.47, "end": 2888.57, "word": " اللي", "probability": 0.960205078125}, {"start": 2888.57, "end": 2888.67, "word": " انا", "probability": 0.6500244140625}, {"start": 2888.67, "end": 2889.17, "word": " محتاجه", "probability": 0.9935302734375}, {"start": 2889.17, "end": 2889.77, "word": " فقط", "probability": 0.9873046875}, {"start": 2889.77, "end": 2890.23, "word": " اربعة", "probability": 0.720703125}, {"start": 2890.23, "end": 2890.55, "word": " rules", "probability": 0.69384765625}, {"start": 2890.55, "end": 2890.75, "word": " هنا", "probability": 0.92236328125}, {"start": 2890.75, "end": 2890.97, "word": " مش", "probability": 0.9501953125}, {"start": 2890.97, "end": 2891.43, "word": " تمانية", "probability": 0.97802734375}, {"start": 2891.43, "end": 2891.63, "word": " زي", "probability": 0.984619140625}, {"start": 2891.63, "end": 2891.75, "word": " ما", "probability": 0.97900390625}, {"start": 2891.75, "end": 2892.17, "word": " بدأنا", "probability": 0.99169921875}, {"start": 2892.17, "end": 2892.73, "word": " افتراضا", "probability": 0.9312337239583334}, {"start": 2892.73, "end": 2892.85, "word": " في", "probability": 0.8984375}, {"start": 2892.85, "end": 2893.33, "word": " البداية", "probability": 0.984375}, {"start": 2893.33, "end": 2894.89, "word": " فالواضح", "probability": 0.915234375}, {"start": 2894.89, "end": 2895.21, "word": " معناته", "probability": 0.9484049479166666}, {"start": 2895.21, "end": 2895.35, "word": " ان", "probability": 0.440673828125}, {"start": 2895.35, "end": 2895.47, "word": " انا", "probability": 0.927001953125}, {"start": 2895.47, "end": 2895.69, "word": " ممكن", "probability": 0.983642578125}, {"start": 2895.69, "end": 2896.07, "word": " احط", "probability": 0.9314778645833334}, {"start": 2896.07, "end": 2896.67, "word": " ال", "probability": 0.9248046875}, {"start": 2896.67, "end": 2897.01, "word": " maximum", "probability": 0.98046875}, {"start": 2897.01, "end": 2897.65, "word": " possibility", "probability": 0.9580078125}, {"start": 2897.65, "end": 2898.81, "word": " الممكنة", "probability": 0.93505859375}, {"start": 2898.81, "end": 2899.39, "word": " واخلي", "probability": 0.6800130208333334}, {"start": 2899.39, "end": 2899.49, "word": " ال", "probability": 0.60302734375}, {"start": 2899.49, "end": 2899.91, "word": " training", "probability": 0.962890625}, {"start": 2899.91, "end": 2900.11, "word": " او", "probability": 0.887939453125}, {"start": 2900.11, "end": 2900.23, "word": " ال", "probability": 0.76513671875}, {"start": 2900.23, "end": 2900.41, "word": " neural", "probability": 0.763671875}, {"start": 2900.41, "end": 2900.93, "word": " networkية", "probability": 0.6448974609375}, {"start": 2900.93, "end": 2901.03, "word": " اللي", "probability": 0.924072265625}, {"start": 2901.03, "end": 2901.37, "word": " تفهم", "probability": 0.9915364583333334}, {"start": 2901.37, "end": 2901.75, "word": " و", "probability": 0.58740234375}, {"start": 2901.75, "end": 2902.05, "word": " تعمل", "probability": 0.9334309895833334}, {"start": 2902.05, "end": 2902.41, "word": " تدريب", "probability": 0.9871826171875}, {"start": 2902.41, "end": 2902.85, "word": " لحالها", "probability": 0.9951171875}, {"start": 2902.85, "end": 2903.75, "word": " تتعلم", "probability": 0.9801025390625}, {"start": 2903.75, "end": 2904.01, "word": " ان", "probability": 0.892578125}, {"start": 2904.01, "end": 2904.33, "word": " لأ", "probability": 0.7110595703125}, {"start": 2904.33, "end": 2904.65, "word": " هذه", "probability": 0.64794921875}, {"start": 2904.65, "end": 2904.79, "word": " ال", "probability": 0.9775390625}, {"start": 2904.79, "end": 2904.95, "word": " rules", "probability": 0.69970703125}, {"start": 2904.95, "end": 2905.37, "word": " مهمة", "probability": 0.9786783854166666}, {"start": 2905.37, "end": 2905.83, "word": " خليها", "probability": 0.8225911458333334}, {"start": 2905.83, "end": 2906.25, "word": " هذه", "probability": 0.7001953125}, {"start": 2906.25, "end": 2906.37, "word": " ال", "probability": 0.85693359375}, {"start": 2906.37, "end": 2906.49, "word": " rules", "probability": 0.82568359375}, {"start": 2906.49, "end": 2906.77, "word": " مش", "probability": 0.98291015625}, {"start": 2906.77, "end": 2907.35, "word": " مهمة", "probability": 0.9943033854166666}, {"start": 2907.35, "end": 2908.01, "word": " شيلها", "probability": 0.93505859375}], "temperature": 1.0}, {"id": 121, "seek": 292248, "start": 2908.74, "end": 2922.48, "text": "و في الآخر كنتيجة بنطلع باربع rules فقط من ال eight rule neuro fuzzy system تمام بذلك بنكون خلصنا جزئية", "tokens": [2407, 8978, 6024, 95, 34740, 9122, 29399, 1829, 7435, 3660, 44945, 9566, 1211, 3615, 4724, 9640, 3555, 3615, 4474, 6156, 47432, 9154, 2423, 3180, 4978, 16499, 34710, 1185, 46811, 10943, 4724, 8848, 23275, 44945, 30544, 16490, 1211, 9381, 8315, 10874, 11622, 19986, 10632], "avg_logprob": -0.3117897612127391, "compression_ratio": 1.1804511278195489, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 2908.74, "end": 2908.92, "word": "و", "probability": 0.08917236328125}, {"start": 2908.92, "end": 2909.46, "word": " في", "probability": 0.3046875}, {"start": 2909.46, "end": 2909.84, "word": " الآخر", "probability": 0.84765625}, {"start": 2909.84, "end": 2910.58, "word": " كنتيجة", "probability": 0.92958984375}, {"start": 2910.58, "end": 2911.24, "word": " بنطلع", "probability": 0.807861328125}, {"start": 2911.24, "end": 2911.68, "word": " باربع", "probability": 0.781005859375}, {"start": 2911.68, "end": 2911.98, "word": " rules", "probability": 0.73779296875}, {"start": 2911.98, "end": 2912.48, "word": " فقط", "probability": 0.93505859375}, {"start": 2912.48, "end": 2913.06, "word": " من", "probability": 0.951171875}, {"start": 2913.06, "end": 2914.36, "word": " ال", "probability": 0.7724609375}, {"start": 2914.36, "end": 2914.66, "word": " eight", "probability": 0.14892578125}, {"start": 2914.66, "end": 2915.02, "word": " rule", "probability": 0.5419921875}, {"start": 2915.02, "end": 2915.56, "word": " neuro", "probability": 0.5234375}, {"start": 2915.56, "end": 2917.46, "word": " fuzzy", "probability": 0.41162109375}, {"start": 2917.46, "end": 2918.36, "word": " system", "probability": 0.94873046875}, {"start": 2918.36, "end": 2919.42, "word": " تمام", "probability": 0.907470703125}, {"start": 2919.42, "end": 2920.06, "word": " بذلك", "probability": 0.7849934895833334}, {"start": 2920.06, "end": 2920.54, "word": " بنكون", "probability": 0.788818359375}, {"start": 2920.54, "end": 2921.46, "word": " خلصنا", "probability": 0.98876953125}, {"start": 2921.46, "end": 2922.48, "word": " جزئية", "probability": 0.97021484375}], "temperature": 1.0}, {"id": 122, "seek": 294782, "start": 2924.4, "end": 2947.82, "text": "ال classifier هذا أو ال expert system هذا اللي هو ال neuro fuzzy system للمرة القادمة بنكون .. بنكمل في ال hybrid system و هنروح فيه لل genetic algorithm و نجرب ال genetic algorithm مع ال neural network و هنجرب ال genetic algorithm مع ال fuzzy و نكمل باقى شغلنا فإلى اللقاء ان شاء الله تعالى و يعطيكوا الف عافية", "tokens": [6027, 1508, 9902, 23758, 34051, 2423, 5844, 1185, 23758, 13672, 1829, 31439, 2423, 16499, 34710, 1185, 5296, 19528, 25720, 25062, 18513, 46007, 44945, 30544, 4386, 44945, 24793, 1211, 8978, 2423, 13051, 1185, 4032, 8032, 1863, 32887, 5016, 8978, 3224, 24976, 12462, 9284, 4032, 8717, 7435, 25513, 2423, 12462, 9284, 20449, 2423, 18161, 3209, 4032, 8032, 1863, 7435, 25513, 2423, 12462, 9284, 20449, 2423, 34710, 4032, 8717, 24793, 1211, 4724, 995, 4587, 7578, 13412, 17082, 1211, 8315, 6156, 28814, 23942, 13672, 4587, 16606, 16472, 13412, 16606, 21984, 37279, 6027, 7578, 4032, 37495, 9566, 1829, 4117, 14407, 27188, 6225, 31845, 10632], "avg_logprob": -0.1377343739569187, "compression_ratio": 1.816326530612245, "no_speech_prob": 6.788969039916992e-05, "words": [{"start": 2924.4, "end": 2925.04, "word": "ال", "probability": 0.81298828125}, {"start": 2925.04, "end": 2925.6, "word": " classifier", "probability": 0.6905517578125}, {"start": 2925.6, "end": 2925.9, "word": " هذا", "probability": 0.63037109375}, {"start": 2925.9, "end": 2926.48, "word": " أو", "probability": 0.568359375}, {"start": 2926.48, "end": 2926.68, "word": " ال", "probability": 0.93408203125}, {"start": 2926.68, "end": 2926.94, "word": " expert", "probability": 0.7978515625}, {"start": 2926.94, "end": 2927.34, "word": " system", "probability": 0.96875}, {"start": 2927.34, "end": 2927.54, "word": " هذا", "probability": 0.83447265625}, {"start": 2927.54, "end": 2927.66, "word": " اللي", "probability": 0.889404296875}, {"start": 2927.66, "end": 2927.96, "word": " هو", "probability": 0.990234375}, {"start": 2927.96, "end": 2928.36, "word": " ال", "probability": 0.51611328125}, {"start": 2928.36, "end": 2928.56, "word": " neuro", "probability": 0.51025390625}, {"start": 2928.56, "end": 2928.92, "word": " fuzzy", "probability": 0.810546875}, {"start": 2928.92, "end": 2929.72, "word": " system", "probability": 0.95068359375}, {"start": 2929.72, "end": 2930.66, "word": " للمرة", "probability": 0.95166015625}, {"start": 2930.66, "end": 2931.22, "word": " القادمة", "probability": 0.99169921875}, {"start": 2931.22, "end": 2932.38, "word": " بنكون", "probability": 0.80029296875}, {"start": 2932.38, "end": 2932.6, "word": " ..", "probability": 0.382080078125}, {"start": 2932.6, "end": 2933.08, "word": " بنكمل", "probability": 0.9593098958333334}, {"start": 2933.08, "end": 2933.18, "word": " في", "probability": 0.87060546875}, {"start": 2933.18, "end": 2933.26, "word": " ال", "probability": 0.98095703125}, {"start": 2933.26, "end": 2933.48, "word": " hybrid", "probability": 0.94921875}, {"start": 2933.48, "end": 2934.02, "word": " system", "probability": 0.986328125}, {"start": 2934.02, "end": 2934.24, "word": " و", "probability": 0.95947265625}, {"start": 2934.24, "end": 2934.6, "word": " هنروح", "probability": 0.9144287109375}, {"start": 2934.6, "end": 2934.8, "word": " فيه", "probability": 0.974853515625}, {"start": 2934.8, "end": 2934.92, "word": " لل", "probability": 0.9189453125}, {"start": 2934.92, "end": 2935.2, "word": " genetic", "probability": 0.9462890625}, {"start": 2935.2, "end": 2935.7, "word": " algorithm", "probability": 0.931640625}, {"start": 2935.7, "end": 2936.04, "word": " و", "probability": 0.9775390625}, {"start": 2936.04, "end": 2936.36, "word": " نجرب", "probability": 0.95654296875}, {"start": 2936.36, "end": 2936.48, "word": " ال", "probability": 0.974609375}, {"start": 2936.48, "end": 2936.7, "word": " genetic", "probability": 0.955078125}, {"start": 2936.7, "end": 2937.08, "word": " algorithm", "probability": 0.94287109375}, {"start": 2937.08, "end": 2937.28, "word": " مع", "probability": 0.98583984375}, {"start": 2937.28, "end": 2937.4, "word": " ال", "probability": 0.86962890625}, {"start": 2937.4, "end": 2937.64, "word": " neural", "probability": 0.88671875}, {"start": 2937.64, "end": 2938.1, "word": " network", "probability": 0.9677734375}, {"start": 2938.1, "end": 2938.62, "word": " و", "probability": 0.9560546875}, {"start": 2938.62, "end": 2939.02, "word": " هنجرب", "probability": 0.927978515625}, {"start": 2939.02, "end": 2939.12, "word": " ال", "probability": 0.98828125}, {"start": 2939.12, "end": 2939.34, "word": " genetic", "probability": 0.9775390625}, {"start": 2939.34, "end": 2939.72, "word": " algorithm", "probability": 0.927734375}, {"start": 2939.72, "end": 2940.0, "word": " مع", "probability": 0.99560546875}, {"start": 2940.0, "end": 2940.34, "word": " ال", "probability": 0.8251953125}, {"start": 2940.34, "end": 2940.72, "word": " fuzzy", "probability": 0.98681640625}, {"start": 2940.72, "end": 2941.4, "word": " و", "probability": 0.931640625}, {"start": 2941.4, "end": 2944.02, "word": " نكمل", "probability": 0.8544921875}, {"start": 2944.02, "end": 2944.56, "word": " باقى", "probability": 0.83294677734375}, {"start": 2944.56, "end": 2945.06, "word": " شغلنا", "probability": 0.9923095703125}, {"start": 2945.06, "end": 2945.38, "word": " فإلى", "probability": 0.742431640625}, {"start": 2945.38, "end": 2945.76, "word": " اللقاء", "probability": 0.9967447916666666}, {"start": 2945.76, "end": 2945.9, "word": " ان", "probability": 0.75146484375}, {"start": 2945.9, "end": 2946.06, "word": " شاء", "probability": 0.97412109375}, {"start": 2946.06, "end": 2946.16, "word": " الله", "probability": 0.96044921875}, {"start": 2946.16, "end": 2946.76, "word": " تعالى", "probability": 0.9772135416666666}, {"start": 2946.76, "end": 2947.08, "word": " و", "probability": 0.9677734375}, {"start": 2947.08, "end": 2947.4, "word": " يعطيكوا", "probability": 0.878515625}, {"start": 2947.4, "end": 2947.56, "word": " الف", "probability": 0.7568359375}, {"start": 2947.56, "end": 2947.82, "word": " عافية", "probability": 0.732421875}], "temperature": 1.0}], "language": "ar", "language_probability": 1.0, "duration": 2948.075125, "duration_after_vad": 2858.4381249999924}
\ No newline at end of file
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/A_Wfe0QJ2GE.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/A_Wfe0QJ2GE.srt
new file mode 100644
index 0000000000000000000000000000000000000000..5940c3c3d05fb74500581f35d99b724a58edef31
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/A_Wfe0QJ2GE.srt
@@ -0,0 +1,2699 @@
+1
+00:00:04,960 --> 00:00:06,980
+بسم الله الرحمن الرحيم والصلاة والسلام على أشرف
+
+2
+00:00:06,980 --> 00:00:09,560
+الأنبياء والمرسلين سيدنا محمد وعلى آله وصحبه
+
+3
+00:00:09,560 --> 00:00:14,760
+أجمعين. أعزائي طلبة مساق expert system أو الـ AI
+
+4
+00:00:14,760 --> 00:00:19,120
+نتحدث اليوم في الجزئية الأخيرة من الـ hybrid
+
+5
+00:00:19,120 --> 00:00:22,900
+intelligent systems واللي بدنا ندمج فيها الـ fuzzy
+
+6
+00:00:22,900 --> 00:00:26,360
+مع الـ genetic algorithm تحت اسم fuzzy evolutionary
+
+7
+00:00:26,360 --> 00:00:31,920
+systems. بدنا نشوف الفزي، إيش المشكلة اللي فيه وكيف
+
+8
+00:00:31,920 --> 00:00:34,840
+أنا ممكن أحلها باستخدام genetic algorithm زي ما
+
+9
+00:00:34,840 --> 00:00:37,820
+المحاضرة السابقة، شوفنا المشكلة اللي كانت في
+
+10
+00:00:37,820 --> 00:00:41,120
+neural network وحلناها باستخدام genetic algorithm
+
+11
+00:00:41,120 --> 00:00:45,200
+ليش الـ genetic algorithm؟ نعيد كلمة هيك قلناها في
+
+12
+00:00:45,200 --> 00:00:48,000
+المحاضرة السابقة، لأن الـ genetic algorithm بيعمل
+
+13
+00:00:48,000 --> 00:00:54,170
+عملية globalization أو بيوصلني للـ global optimal
+
+14
+00:00:54,170 --> 00:00:57,850
+الـ global optimal هذا بيجي من الـ stochastic model
+
+15
+00:00:57,850 --> 00:01:00,430
+اللي هو بيستخدمه، هو بيستخدم randomization، فهذا
+
+16
+00:01:00,430 --> 00:01:03,810
+بيسمح له أنه لا يقع في عملية الـ localization، أنه
+
+17
+00:01:03,810 --> 00:01:08,350
+يروح لـ local minima أو maximum ويظل عالق فيها، و
+
+18
+00:01:08,350 --> 00:01:12,050
+يظل موجود فيها. فاليوم موضوعنا هيكون في جزئية الـ
+
+19
+00:01:12,050 --> 00:01:17,210
+fuzzy evolutionary systems واللي هو هنتكلم فيه هنا
+
+20
+00:01:18,230 --> 00:01:21,710
+عن الـ fuzzy وبدي أحسنها باستخدام genetic
+
+21
+00:01:21,710 --> 00:01:25,350
+algorithm. فلو قلنا الـ fuzzy، إيش الإشكالية اللي فيه
+
+22
+00:01:25,350 --> 00:01:29,010
+أصلا؟ يعني عشان نتكلم بشكل واضح ونشوف الـ genetic
+
+23
+00:01:29,010 --> 00:01:34,190
+إيش بدها تحل بالظبط. الـ fuzzy الكويس من ناحية إنه
+
+24
+00:01:34,190 --> 00:01:37,770
+بيمثل الـ data، الـ input knowledge بشكل كويس. فالـ
+
+25
+00:01:37,770 --> 00:01:41,310
+knowledge ممثلة بشكل جيد، الـ explanation مافيش فيها
+
+26
+00:01:41,310 --> 00:01:45,330
+مشكلة إطلاقا. بمعنى إني ممكن جدا أتبع الـ system
+
+27
+00:01:45,330 --> 00:01:48,230
+تبعي وأحله على إيدي في النهاية، إذا عرفت الـ rules
+
+28
+00:01:48,230 --> 00:01:53,170
+اللي موجودة. الـ rules اللي موجودة هذه أول نقطة، إذا
+
+29
+00:01:53,170 --> 00:01:57,070
+عرفت الـ rules اللي موجودة. ليش؟ لأن مين اللي حددنا
+
+30
+00:01:57,070 --> 00:02:03,570
+الـ rules هذه؟ تمام؟ فإذا جدّش عدد الـ rules، مافيش
+
+31
+00:02:03,570 --> 00:02:09,570
+شيء واضح. بمعنى أنه لو جبنا human expert ممكن
+
+32
+00:02:09,570 --> 00:02:13,030
+يحدد لي مجموعة rules. طيب لو جبنا human expert آخر،
+
+33
+00:02:13,030 --> 00:02:18,170
+مش بالضروري يتفقوا مئة في المئة، صح؟ أكيد ممكن
+
+34
+00:02:18,170 --> 00:02:21,490
+يعطيني مجموعة rules أخرى. ليش؟ لأنه مثلا أكثر خبرة،
+
+35
+00:02:21,490 --> 00:02:26,580
+أو جديد لسه في المجال، ممكن يعطيني rules مختلفة من
+
+36
+00:02:26,580 --> 00:02:29,720
+ناحية إنها مش نافعة كويس أو مش صالحة بشكل كبير،
+
+37
+00:02:29,720 --> 00:02:33,280
+لأنه لسه جديد في المجال، أو إنه... لأ هو خبير
+
+38
+00:02:33,280 --> 00:02:37,180
+فعلا وله عمر في هذا المجال، فممكن يختصر لي بعض
+
+39
+00:02:37,180 --> 00:02:41,560
+rules مع بعض. فمعنى ذلك إني مش... مش واضح عندي
+
+40
+00:02:41,560 --> 00:02:48,240
+بالضبط إيش أفضل عدد للـ rules وإيش أحسن membership
+
+41
+00:02:48,240 --> 00:02:52,740
+للـ rules هذه. أفضل memberships للـ rules هذه. احنا
+
+42
+00:02:52,740 --> 00:02:57,250
+كنا بنقول حسب الـ input. كل input من الـ inputs تبعتنا
+
+43
+00:02:57,250 --> 00:03:01,850
+بنعمل له الـ fuzzy rule. من الـ fuzzy rules هدول
+
+44
+00:03:01,850 --> 00:03:06,590
+بنعمل لهم الـ memberships تبعته وبنحددهم بالضبط،
+
+45
+00:03:07,480 --> 00:03:12,180
+وبنرتبهم. بتبدأ من جداش بتروح لجداش. هذه الحقيقة
+
+46
+00:03:12,180 --> 00:03:17,260
+نفسها هنا. مثلا أي واحد، أي اثنين، نفترض أي ثلاثة من
+
+47
+00:03:17,260 --> 00:03:23,000
+اللي قالوا إن هذه أفضل تقسيمة ممكنة للـ membership
+
+48
+00:03:23,000 --> 00:03:28,280
+أو الـ membership functions هذه. ماحدش قال إن هذه
+
+49
+00:03:28,280 --> 00:03:33,840
+أفضل شيء للـ fuzzy system، للـ fuzzy system هذه تحديدا. مثلا اللي
+
+50
+00:03:33,840 --> 00:03:40,620
+هو خلينا نقول لـ X واحد. طيب لـ X اثنين، نفس الكلام X2
+
+51
+00:03:40,620 --> 00:03:44,180
+meaning اللي قال إنه لأ، لازم تكون بهذا الشكل مثلا.
+
+52
+00:03:44,180 --> 00:03:50,240
+في حد قالنا إن آه، هذه أفضل تقسيمة ممكنة؟ ماحدش قال.
+
+53
+00:03:50,240 --> 00:03:56,020
+عشان هيك هذه بتكون بالـ logic اللي خاص بالـ human
+
+54
+00:03:56,020 --> 00:04:01,100
+expert. هو منطقيا من خلال خبرته بحاول يحددها، بحاول
+
+55
+00:04:01,100 --> 00:04:08,590
+يرسمها بناء على اللي موجود. طيب لو ما عنديش expert أو
+
+56
+00:04:08,590 --> 00:04:13,470
+human expert، ما عنديش واحد خبير بشري، ما عنديش الخبير
+
+57
+00:04:13,470 --> 00:04:17,010
+البشري هذا، كيف ممكن أتعامل مع هذا الموضوع؟ هنتكلم
+
+58
+00:04:17,010 --> 00:04:22,730
+اليوم إن الـ if then rules بدنا نعملها إحنا إنشاء
+
+59
+00:04:22,730 --> 00:04:26,090
+من اللي هينشئ ليها genetic algorithm بحيث إنه
+
+60
+00:04:26,090 --> 00:04:32,070
+يعطيني أفضل number وأفضل memberships أو membership
+
+61
+00:04:32,070 --> 00:04:36,690
+functions. هدول النقطتين لو قدرنا نعملهم، معناته أنا
+
+62
+00:04:36,690 --> 00:04:41,670
+حسّنت الـ fuzzy system بشكل كتير كبير، لدرجة إني أنا
+
+63
+00:04:41,670 --> 00:04:47,270
+مش محتاج أعرف إيش رأي الخبير البشري. هذا الخبير
+
+64
+00:04:47,270 --> 00:04:51,210
+البشري، من وين اجته الخبرة؟ من الـ records. إيش يعني
+
+65
+00:04:51,210 --> 00:04:54,030
+من الـ records؟ من الحالات اللي عاشها أو اللي
+
+66
+00:04:54,030 --> 00:05:01,660
+تعايش معاها وفحصها. طب لأ، أنا عطيني الـ data. أنا كـ
+
+67
+00:05:01,660 --> 00:05:05,760
+knowledge engineer، عطيني الـ data. أنا بدي أفهم كل
+
+68
+00:05:05,760 --> 00:05:09,900
+هذا الكلام من الـ data وخلاص. بمعنى إنه لو في عند
+
+69
+00:05:09,900 --> 00:05:13,740
+data set وأنا بدي آخذ منها الـ knowledge. وهذا طبعا
+
+70
+00:05:13,740 --> 00:05:17,840
+بتجذبش الـ data set أو بتنحاز بمعنى إنه زي ما هي
+
+71
+00:05:17,840 --> 00:05:22,540
+موجودة، بدنا ناخدها، نحولها لمجموعة rules أو نطلع
+
+72
+00:05:22,540 --> 00:05:28,750
+منها مجموعة rules أفضل ما يمكن. أفضل ما يمكن. فهذا هو
+
+73
+00:05:28,750 --> 00:05:32,350
+الحقيقة، نقاط التحسين اللي بدنا نروح لها الآن في
+
+74
+00:05:32,350 --> 00:05:37,290
+الفزي، إنه أحسن جدّش number of rules ومحتاج إن الـ
+
+75
+00:05:37,290 --> 00:05:43,170
+membership functions لكل rule set من الـ rule sets
+
+76
+00:05:43,170 --> 00:05:47,950
+هدول الموجودين عندي. الـ if then بدنا نحددها بشكل
+
+77
+00:05:47,950 --> 00:05:53,690
+كتير واضح. كيف لازم تكون الـ rule ومحتاجين يمكن نعمل
+
+78
+00:05:53,690 --> 00:05:58,590
+a grid type fuzzy partitions. بدنا نجسم للـ space
+
+79
+00:05:58,590 --> 00:06:02,470
+تبعنا. الـ space لمين؟ عشان نحدد النقطة الثالثة اللي
+
+80
+00:06:02,470 --> 00:06:06,510
+اتكلمنا عنها، الـ data set، البيانات. فمعناته بدي أمسك
+
+81
+00:06:06,510 --> 00:06:11,490
+البيانات تبعتي وأحطها على الـ space. في الـ space، و
+
+82
+00:06:11,490 --> 00:06:14,110
+الـ space هذا بيتحدث بناء على... بيتحدث بناء على إيش؟
+
+83
+00:06:14,110 --> 00:06:19,710
+يعني من خلال إيش؟ X1، X2، X3، X4، اللي هي الـ inputs اللي
+
+84
+00:06:19,710 --> 00:06:22,810
+هي مجموعة الـ inputs اللي إحنا محتاجينها. فخلينا
+
+85
+00:06:22,810 --> 00:06:30,180
+نشوف three by three fuzzy grid. حاجة بهذا الشكل. لو
+
+86
+00:06:30,180 --> 00:06:34,180
+قلنا إنه أعطاني الـ data set، هي الـ data set تبعتي،
+
+87
+00:06:34,180 --> 00:06:38,620
+مجموعة نقاط مرمية وأنا بتعامل مع عملية
+
+88
+00:06:38,620 --> 00:06:44,400
+classification، مع جزئية supervised learning. إيش
+
+89
+00:06:44,400 --> 00:06:47,340
+يعني؟ يعني أنا عارف مسبقا إيش كل واحدة منهم. فهو
+
+90
+00:06:47,340 --> 00:06:52,600
+هيعطيني الآن هي واحدة black، واحدة white، cycles. الـ
+
+91
+00:06:52,600 --> 00:06:59,970
+black دي هقول هي class number one. فـ class إيه مثلا
+
+92
+00:06:59,970 --> 00:07:06,610
+لمين؟ للـ black، والـ white هدول هنسميهم class ب. إذن مجسّم الـ space تبعي لـ two
+
+93
+00:07:06,610 --> 00:07:13,640
+classes. طبعا ممكن يعطيني مثلا نوع آخر، ثالث، star،
+
+94
+00:07:13,640 --> 00:07:18,420
+مثلا نوع رابع، نقول مثلا إيش؟ triangles، مثلثات، تكون
+
+95
+00:07:18,420 --> 00:07:25,120
+classes مختلفة تانية. classes مختلفة تانية. كويس؟
+
+96
+00:07:30,840 --> 00:07:34,860
+مبدأيا بدنا نشتغل الفزي... الفزي بالظبط...
+
+97
+00:07:34,860 --> 00:07:39,440
+الفزي كيف بيشتغل لحاله بالـ data؟ لو أنا بدي أستغنى
+
+98
+00:07:39,440 --> 00:07:43,780
+عن الـ human expert أو الـ expert domain هذا، بدي
+
+99
+00:07:43,780 --> 00:07:46,860
+أستغنى عنه، وبدي لأ، هات لي الـ data وأنا ب... ب...
+
+100
+00:07:46,860 --> 00:07:51,400
+برتبها لحالي، أنا بستخرج منها اللي بدي إياه. كيف تشتغل
+
+101
+00:07:51,400 --> 00:07:54,160
+الـ fuzzy لحالها بهذا الشكل؟ وبعدين نشوف كيف ممكن
+
+102
+00:07:54,160 --> 00:07:57,260
+تسهل علينا الـ genetic algorithm هذا الموضوع. فنبدأ
+
+103
+00:07:57,260 --> 00:08:01,080
+بالـ fuzzy لحاله. كـ fuzzy يعني إحنا هنا بدنا شوية نطور
+
+104
+00:08:01,080 --> 00:08:03,160
+عن الـ fuzzy اللي أخذناها سابقا. اللي أخذناها سابقا
+
+105
+00:08:03,160 --> 00:08:07,680
+كنا بناخذ الـ rules كما هي. لأ، الآن إحنا بدنا أعطيك
+
+106
+00:08:07,680 --> 00:08:15,190
+data ويقول لك أنت knowledge engineer ممتاز ماهر في
+
+107
+00:08:15,190 --> 00:08:19,730
+شغلك، أنت طلع لي الـ rules، أنت عمل لي الـ rules وإنشئها
+
+108
+00:08:19,730 --> 00:08:22,950
+براحتك. فطبعا واضح إن هذا السؤال هيكون مُرتّب من أول
+
+109
+00:08:22,950 --> 00:08:27,210
+ولا آخر، إنك أنت تعمل الـ rules وبعدين زي الحالات
+
+110
+00:08:27,210 --> 00:08:30,370
+السابقة، تعمل test للـ rules زي ما أخذنا في الـ fuzzy
+
+111
+00:08:30,370 --> 00:08:36,640
+logic system تبعنا السابق أو الـ expert system. تمام؟
+
+112
+00:08:36,640 --> 00:08:40,700
+هاتي نشوف كيف بده يتم الموضوع. مبدأيا بدي أقول X1
+
+113
+00:08:40,700 --> 00:08:48,600
+بدي أجسمه لـ three membership functions: a1، a2، وa3.
+
+114
+00:08:48,600 --> 00:08:57,440
+طيب X2 بدي أمثله بثلاثة membership functions: b1،
+
+115
+00:08:57,580 --> 00:09:01,560
+b2، وb3، and so on، ونرتبهم بهذا الشكل اللي موجود
+
+116
+00:09:01,560 --> 00:09:06,620
+عندنا، بحيث إن الـ space يكون شامل كل الـ data. ما تجيش
+
+117
+00:09:06,620 --> 00:09:09,780
+تعمل التجسيم، تبدأ من هنا وأنت عارف إن في مجموع
+
+118
+00:09:09,780 --> 00:09:14,120
+من الـ data طلعت برة الـ membership تبعت X1 وما تكونش
+
+119
+00:09:14,120 --> 00:09:19,180
+كتير كبيرة بحيث إن التجسيم تلاقي إن في عندك rules
+
+120
+00:09:19,180 --> 00:09:25,100
+فاضية. rules فاضية. زي هذه، شايفين الـ rule هذه؟ هذه
+
+121
+00:09:25,100 --> 00:09:28,680
+بالنسبة لي rule فاضية، لكن أنا مضطر لها. ليش؟ لأنه
+
+122
+00:09:28,680 --> 00:09:31,500
+خلاص أنا واصل هنا 15، يدوب يوصل عند حافة الخمسة عشر،
+
+123
+00:09:31,500 --> 00:09:34,680
+وهنا بعد هنا مع الثلاثة، فخلاص هي منطقية تكون بهذا
+
+124
+00:09:34,680 --> 00:09:37,740
+الشكل. ورغم ذلك، هتلاقي إن في rules فاضية. أشير للـ
+
+125
+00:09:37,740 --> 00:09:44,480
+rule الفاضية اللي هنا. لو قلنا مثلا هذه low، medium،
+
+126
+00:09:44,480 --> 00:09:51,330
+وhigh، for example، خلينا نفترض high. تمام؟ وهذه
+
+127
+00:09:51,330 --> 00:09:56,690
+خلينا نسميها إيش؟
+
+128
+00:09:56,690 --> 00:10:04,370
+كنا إحنا بناخد برضه low أو small، small كويسة، small،
+
+129
+00:10:04,370 --> 00:10:11,370
+medium، وlarge. فحاجة
+
+130
+00:10:11,370 --> 00:10:18,250
+إنه مافيش أي rule بقدر اسميها if x واحد is
+
+131
+00:10:20,720 --> 00:10:31,100
+high and x2 is small then... then إيش؟ فش شيء هنا...
+
+132
+00:10:31,100 --> 00:10:35,620
+ليش؟ لأنه فش شيء هنا أصلا. فإذا... فإذا هذه rule من الـ
+
+133
+00:10:35,620 --> 00:10:39,120
+rules مالهاش معنى. هذه واحدة من الـ rules الفاضية.
+
+134
+00:10:39,120 --> 00:10:43,700
+طبعا لاحظ، تخيّل إنك أنت لو فتحت الـ space تبقى جدا
+
+135
+00:10:43,700 --> 00:10:51,360
+كبير، واسع لـ X1 بشكل كتير كبير. معنى ذلك إن عدد الـ
+
+136
+00:10:51,360 --> 00:10:54,800
+rules اللي هتضطر تحذفها، يعني بمعنى ضيّعت وقتك على
+
+137
+00:10:54,800 --> 00:11:00,700
+الفاضي كتيرة وماعملتش separation كويسة للـ
+
+138
+00:11:00,700 --> 00:11:04,060
+memberships تبعتك على الـ space، على الـ space. فهذه
+
+139
+00:11:04,060 --> 00:11:08,220
+نقاط بسيطة تأخذ بالك منها. تأخذ بالك إنك فعلا تحدد
+
+140
+00:11:08,220 --> 00:11:11,480
+جميع النقاط اللي موجودة عندي، وأحاول أعطيها شوية
+
+141
+00:11:11,480 --> 00:11:14,640
+margins، آه، بس مش يكون كتير كبير، مش يكون كتير كبير،
+
+142
+00:11:14,640 --> 00:11:18,640
+أو أن أصغّرها بحيث إني ألا أجد إن في data طلعت
+
+143
+00:11:18,640 --> 00:11:23,020
+خارج الـ space أو الـ scope تبع الـ memberships لـ X1
+
+144
+00:11:23,020 --> 00:11:28,720
+والـ memberships تبعت X2. ممتاز. فهذه مبدأيا نقطة
+
+145
+00:11:28,720 --> 00:11:34,820
+مهمة لازم تأخذ بالك منها جيدا. الآن لو الكلام هذا
+
+146
+00:11:34,820 --> 00:11:40,000
+عملناه لأي شيء ثاني، يعني خليني أقول هذا... هذا رقم
+
+147
+00:11:40,000 --> 00:11:46,500
+15، رقم 15 هذا is black. فإذا لو قلت X1 is high and
+
+148
+00:11:47,580 --> 00:11:50,760
+X2 is medium then
+
+149
+00:11:52,750 --> 00:11:58,330
+C is واحد. لأن الـ class، class واحد هذا الـ class
+
+150
+00:11:58,330 --> 00:12:03,070
+الأول، والـ Y هي الـ class الثاني. فإذن C is one، و
+
+151
+00:12:03,070 --> 00:12:05,750
+بنشوف إيش هي one هذه بتمثل إيش بالظبط. إذا بالله
+
+152
+00:12:05,750 --> 00:12:08,850
+بتمثل small وlarge، معناته واحدة small وواحدة
+
+153
+00:12:08,850 --> 00:12:14,250
+large، إذا بتمثل small، big، أو يعني خلينا نقول مثلا
+
+154
+00:12:14,250 --> 00:12:20,170
+low وhigh حسب إيش؟ الـ linguistic variable نفسه، حسب
+
+155
+00:12:20,170 --> 00:12:24,450
+الـ linguistic variable للـ output هذا. قد تكون
+
+156
+00:12:24,450 --> 00:12:28,130
+تمثل أصلا الألوان، قد تكون هي نفس الألوان. أقول
+
+157
+00:12:28,130 --> 00:12:31,450
+والله الأسود هذا معناته أسود، وأتكلم عن الأسود،
+
+158
+00:12:31,450 --> 00:12:34,990
+والتاني اللي هو الأخضر مثلا، مثلا. تمام. المهم إنه
+
+159
+00:12:34,990 --> 00:12:39,230
+إحنا عندنا class واحد، class اثنين. صنف الأول،
+
+160
+00:12:39,230 --> 00:12:45,290
+وصنف الثاني. فهذه عملية التمثيل. كويس؟ واضح جدا إنه
+
+161
+00:12:46,330 --> 00:12:50,550
+هذا الكلام يتفق مع حاجة أخذناها سابقا، كنا بنسميها
+
+162
+00:12:50,550 --> 00:12:57,870
+الـ fuzzy association map. أخذناها في لما شرحنا
+
+163
+00:12:57,870 --> 00:13:00,550
+الـ fuzzy. لما شرحنا الـ fuzzy. فإحنا الحقيقة هنا
+
+164
+00:13:00,550 --> 00:13:06,330
+مثلناها بهذا الشكل بحيث إنه ثلاثة في ثلاثة. فإذا
+
+165
+00:13:06,330 --> 00:13:11,970
+أتوقع أن في عندي جدّش؟ عندي تسعة rules. هنا عندي فيه
+
+166
+00:13:11,970 --> 00:13:15,750
+تسعة rules، بنقدر نعمل لهم generation من هذا الشكل
+
+167
+00:13:15,750 --> 00:13:18,930
+اللي إحنا شايفينه قدامنا. تمام؟ إحنا مبدأيا متفقين
+
+168
+00:13:18,930 --> 00:13:22,210
+إني أنا مجسّم ثلاثة في ثلاثة، اللي هي three by three، لكن
+
+169
+00:13:22,210 --> 00:13:26,230
+مين قال إن هو ده هي الأفضل؟ هذا كلام ثاني اللي هو
+
+170
+00:13:26,230 --> 00:13:30,410
+هنتكلم عنه بعدين، عليه. لكن إحنا مبدأيا خلينا نشوف
+
+
+223
+00:17:27,930 --> 00:17:33,330
+الـ I هنا تمثل الـ membership اللي خاصة بـ X1، الـ J
+
+224
+00:17:33,330 --> 00:17:38,050
+تمثل الـ membership اللي خاصة بـ X2، عشان أقدر أقول
+
+225
+00:17:38,050 --> 00:17:48,450
+إذا كانت X1 P، X1 P، شبيهة بـ P، هنا الـ samples الـ
+
+226
+00:17:48,450 --> 00:17:52,620
+samples، إيش يعني الـ samples؟ لاحظ هنا أنا عندي
+
+227
+00:17:52,620 --> 00:17:55,680
+عارفين، خمسة عشر sample، ستة عشر sample حتى هي
+
+228
+00:17:55,680 --> 00:18:00,880
+ستة عشر، ف أنا هذه sample لحالها، هذه كمان sample، اثنين
+
+229
+00:18:00,880 --> 00:18:01,520
+ثلاثة
+
+230
+00:18:04,130 --> 00:18:09,210
+أربعة، خمسة، ستة، سبعة، ثمانية، تسعة، عشرة، إحدى عشر، اثنا عشر
+
+231
+00:18:09,210 --> 00:18:12,030
+ثلاثة عشر، أربعة عشر، خمسة عشر، ستة عشر، عندي ستة عشر sample هنا
+
+232
+00:18:12,030 --> 00:18:17,390
+فأنا بمسكهم واحدة واحدة، و بنبدأ نشتغل عليهم
+
+233
+00:18:17,390 --> 00:18:22,910
+تمام، فالـ training patterns هنسميها training
+
+234
+00:18:22,910 --> 00:18:26,150
+patterns، فهذه هي الـ patterns اللي بدنا نشتغل عليها
+
+235
+00:18:26,150 --> 00:18:34,670
+فإذا كانت X واحد is AI، و زي ما قلنا الـ I هنا اللي
+
+236
+00:18:34,670 --> 00:18:38,550
+خاصة بـ X1، يعني 1 أو 2 أو 3 أو 4 أو K، فعشان هيك الـ I
+
+237
+00:18:38,550 --> 00:18:46,370
+ممكن تأخذ قيم من 1 لـ K، نفس الكلام، and X2 is BJ
+
+238
+00:18:46,370 --> 00:18:53,110
+ونفس الكلام، الـ J من 1 لـ K، من 1 لـ K، غير كل مرة القيم
+
+239
+00:18:53,110 --> 00:19:02,740
+غير كل مرة قيمهم، then XP، إذا XP، إذا النقطة P الـ
+
+240
+00:19:02,740 --> 00:19:11,040
+sample P هذه، معناها ذلك أنها تنتمي لـ class N، CNN لـ
+
+241
+00:19:11,040 --> 00:19:17,550
+class N، بحيث with certainty factor، certainty factor
+
+242
+00:19:17,550 --> 00:19:21,790
+هذه هي أهم شغلة بدنا الآن نحسبها، نتكلم كيف بقدر
+
+243
+00:19:21,790 --> 00:19:23,970
+أحسبها، فالـ certainty factor، متذكرين certainty
+
+244
+00:19:23,970 --> 00:19:29,150
+factor؟ أكيد متذكرين certainty factor، فهذه بحسبها
+
+245
+00:19:29,150 --> 00:19:33,070
+بحيث أنه جدّش احتمالية، لأن هي تمثل في النهاية
+
+246
+00:19:33,070 --> 00:19:38,430
+كأرجحية أو احتمالية، جدّش احتمالية، فهو الـ class C
+
+247
+00:19:38,430 --> 00:19:46,740
+MF AI BJ، لاحظتوا؟ فكأنه هنا أعطتني كامل وصف للـ
+
+248
+00:19:46,740 --> 00:19:52,480
+rule، كامل وصف الـ rule بشكل كامل، هيها AI، هي AI، BJ
+
+249
+00:19:52,480 --> 00:19:56,940
+هي BJ، و الـ output CN، فجدّش الـ certainty factor
+
+250
+00:19:56,940 --> 00:20:02,900
+لهذا الكلام، أرجحية أنه فعلاً ينتج الـ CN من ظهور A
+
+251
+00:20:02,900 --> 00:20:08,020
+I و BJ، ممتاز، و هنا زي ما قلنا بدنا نحدد بس أن الـ
+
+252
+00:20:08,020 --> 00:20:13,540
+X، هنا، تأخذوا بالكم، الـ X هنا مختلفة عن الـ X هذه
+
+253
+00:20:13,540 --> 00:20:18,560
+و الـ X هذه بتاعون الـ input، الـ X اللي في الناتج هي
+
+254
+00:20:18,560 --> 00:20:25,220
+vector، أما اللي في الـ input هي elements الـ vector
+
+255
+00:20:25,220 --> 00:20:29,700
+هذا يشمل الـ two elements، فمعناه ذلك أن الـ X فيه
+
+256
+00:20:29,700 --> 00:20:33,860
+bald، هيوبي، حتى يكون مكتوب، محطوط بشكل bald، معناه
+
+257
+00:20:33,860 --> 00:20:39,020
+ذلك أن هذا يساوي X1، الـ pattern الأولى، و X2 الـ
+
+258
+00:20:39,020 --> 00:20:42,340
+pattern الأولى مثلاً، أو الثانية، أو الـ pattern P
+
+259
+00:20:42,340 --> 00:20:47,140
+بحيث أن P هذه من 1، 2، 3، لـ P الكبيرة، واللي في المثال
+
+260
+00:20:47,140 --> 00:20:52,160
+تبعنا كانت جدّش 16، أحسنتم، فـ P الكبيرة هنا بتكون 16
+
+261
+00:20:52,160 --> 00:20:55,000
+بحيث أن زي ما أقول لكم، الـ XP هذه هي تمثل training
+
+262
+00:20:55,000 --> 00:20:59,680
+pattern on input space، على الـ space اللي كان موجود
+
+263
+00:20:59,680 --> 00:21:03,320
+عندنا، واللي يمثل بـ X1 و X2، كل نقطة من النقاط اللي
+
+264
+00:21:03,320 --> 00:21:08,440
+هي X1 و X2 من النقطة الموجودة، و الـ P الكبيرة هي
+
+265
+00:21:08,440 --> 00:21:11,220
+مجموع كل الـ training patterns هدول، اللي هي زي ما
+
+266
+00:21:11,220 --> 00:21:15,380
+قلنا 16 في المثال تبعنا، الـ CN تحدثنا عنها، اللي هي
+
+267
+00:21:15,380 --> 00:21:17,980
+الـ consequent أو الـ rule consequent، واللي هي إما
+
+268
+00:21:17,980 --> 00:21:22,020
+class one أو class two بالنسبة لمثالنا، بمعنى أن C
+
+269
+00:21:22,020 --> 00:21:26,570
+هي CN، أنها دي يا واحد يا اثنين، ما فيش شيء ثاني، أنا
+
+270
+00:21:26,570 --> 00:21:31,190
+ما عنديش تصنيف ثاني أو ثالث، أخذناه من اللي جاني
+
+271
+00:21:31,190 --> 00:21:34,530
+التصنيفات هذه حسب الـ supervised learning، أنا بكون
+
+272
+00:21:34,530 --> 00:21:37,550
+عارف، أعرفها مسبقاً، أعرفها مسبقاً، و بدي أبني لها الـ
+
+273
+00:21:37,550 --> 00:21:40,050
+rules تبعتها، فاحنا كل الفكرة بدنا نبني الـ rules
+
+274
+00:21:40,050 --> 00:21:45,340
+تمام، and في النهاية الـ CN أو الـ certainty factor
+
+275
+00:21:45,340 --> 00:21:50,720
+عفواً، الـ CF، certainty factor، لـ CN في وجود AI BJ
+
+276
+00:21:50,720 --> 00:21:55,400
+فهذه زي ما قلنا هي certainty factor، للفضي اللي
+
+277
+00:21:55,400 --> 00:22:00,660
+بدنا برضه نحسبها، مبدئياً هذا الكلام ما فيه كتير
+
+278
+00:22:00,660 --> 00:22:04,020
+مشكلة بدون الـ certainty factor، بدون certainty
+
+279
+00:22:04,020 --> 00:22:06,660
+factor، ما فيش مشكلة، لكن أنا بدي الـ certainty factor
+
+280
+00:22:06,660 --> 00:22:10,960
+فعلياً عشان أعطي الأهمية لـ rule تبعتنا، فهذه هي
+
+281
+00:22:10,960 --> 00:22:15,340
+اللي هنتكلم عنه من خلال الآن، كيف بنحسب هذا الكلام
+
+282
+00:22:15,340 --> 00:22:19,280
+فأول شغلة، الـ partition للـ input space في X في K by
+
+283
+00:22:19,280 --> 00:22:26,380
+K fuzzy subspaces، هذه بنجسمهم، ثم بنحسب الـ strength
+
+284
+00:22:26,380 --> 00:22:31,320
+في حاجة اسمها strength، جدّش قوة كل rule من الـ
+
+285
+00:22:31,320 --> 00:22:34,620
+rules هدول، جدّش القوة تبعت كل rule من الـ rules
+
+286
+00:22:34,620 --> 00:22:40,000
+هدول، لكل class of training patterns، لكل subspace
+
+287
+00:22:40,000 --> 00:22:44,300
+الفضي، فأنا بمسكهم، مدام جسمتهم ثلاثة ثلاثة، جسمت
+
+288
+00:22:44,300 --> 00:22:47,500
+ثلاثة ثلاثة، صار في عندي تسعة، كل واحدة من التسعة
+
+289
+00:22:47,500 --> 00:22:53,950
+هدول بتحسب جدّش هي قوية أنها تكون class واحد، وجدّش
+
+290
+00:22:53,950 --> 00:22:56,970
+هي قوية أنها تكون class 2، عشان أجربها، لأ واحدة
+
+291
+00:22:56,970 --> 00:23:00,930
+منهم، أقول هذه class 1 أو class 2 with certainty
+
+292
+00:23:00,930 --> 00:23:03,710
+factor كذا، اللي حيحدد لي جدّش الـ certainty factor
+
+293
+00:23:03,710 --> 00:23:08,950
+هي جدّش أصلاً هي قوية، لو قلنا مثلاً أنها تنتمي
+
+294
+00:23:08,950 --> 00:23:14,380
+المفروض لـ class 1، طيب، جدّش كانت قوة class 2
+
+295
+00:23:14,380 --> 00:23:17,760
+المجاورة معها؟ إذا تقاربوا، بتصير الـ certainty
+
+296
+00:23:17,760 --> 00:23:21,280
+factor أقل، لكن إذا والله الفرق عالي في صالح
+
+297
+00:23:21,280 --> 00:23:24,400
+class 1، معناته الأصل هي تتبين في الـ certainty
+
+298
+00:23:24,400 --> 00:23:27,520
+factor، الـ certainty factor الألجية لـ class number
+
+299
+00:23:27,520 --> 00:23:31,720
+one عالية، تمام، هذا هو اللي بدنا نحسبه الحقيقة، فبس
+
+300
+00:23:31,720 --> 00:23:35,300
+أنا بوضح لكم step number one، إيش اللي بدنا نعمله
+
+301
+00:23:35,300 --> 00:23:41,580
+فكل class هيكون given في الـ subspace، يمثل من خلال
+
+302
+00:23:41,580 --> 00:23:45,080
+إيش الـ training set تبعته، أو الـ training patterns
+
+303
+00:23:45,080 --> 00:23:49,820
+تبعته، احنا في النهاية لما جسمنا في كل subspace
+
+304
+00:23:49,820 --> 00:23:52,740
+عارفين جدّش عدد النقاط السودا، وجدّش عدد النقاط
+
+305
+00:23:52,740 --> 00:23:56,580
+البيضا، صح؟ فهذه تنتمي لـ class الأول، وهذه تنتمي للـ
+
+306
+00:23:56,580 --> 00:23:59,740
+class الثاني، فمن خلالها، هذه هي اللي هتحدد أن القوة
+
+307
+00:23:59,740 --> 00:24:06,580
+هتحدد جدّش القوة، زي ما قلنا، اللي هي الـ stronger one
+
+308
+00:24:06,580 --> 00:24:11,800
+منهم، هو اللي بنقول عليه الـ class اللي بتنتمي له هذا
+
+309
+00:24:11,800 --> 00:24:18,360
+الـ subspace، Okay، بنحسبها، الـ certainty factor، و
+
+310
+00:24:18,360 --> 00:24:23,120
+بنخلصها، مش مشكلة، رقم اثنين، بنروح لـ space عشان نبدأ
+
+311
+00:24:23,120 --> 00:24:28,400
+نحسب له، بعد ما عملنا عملية التقسيم هذه، و حسبنا في
+
+312
+00:24:28,400 --> 00:24:32,540
+رقم واحد، حاجة اسمها الـ strength، صح، الـ strength لـ
+
+313
+00:24:32,540 --> 00:24:35,640
+class الأول، و الـ strength لـ class الثاني، هذا الخطوة
+
+314
+00:24:35,640 --> 00:24:38,820
+الأولى، في الخطوة الثانية، القيمتين اللي طلبنا هدول
+
+315
+00:24:38,820 --> 00:24:42,700
+الـ strength لـ class واحد، و الـ strength لـ class two
+
+316
+00:24:42,700 --> 00:24:46,860
+بنحسب منهم رقم اثنين، اللي هو certainty factor
+
+317
+00:24:46,860 --> 00:24:50,780
+certainty factor، وهذا اللي أنا محتاجه حقيقة للـ
+
+318
+00:24:50,780 --> 00:24:54,460
+class تبعتنا، للـ rules تبعتنا، كيف نحسبهم؟ هنحسبهم
+
+319
+00:24:54,460 --> 00:24:54,980
+كالتالي:
+
+320
+00:25:00,150 --> 00:25:05,210
+هنقول P، و P هذه هي، بقت certainty factor، هذه الـ
+
+321
+00:25:05,210 --> 00:25:08,710
+strength، حقيقة، حقيقة هنا صارت الـ strength الـ
+
+322
+00:25:08,710 --> 00:25:18,410
+strength لمين؟ لـ CN في وجود AI BJ، AI BJ، وطبعاً
+
+323
+00:25:18,410 --> 00:25:25,930
+مبدئياً هذه بتنحسب من خلال أن مجموع كل النقاط اللي
+
+324
+00:25:25,930 --> 00:25:32,090
+تنتمي لـ CN، لو فرضنا، بتكلم عن class رقم واحد
+
+325
+00:25:32,090 --> 00:25:36,510
+فإذا بدها تصير C1، صح؟ أكيد، فالـ in هنا هتكون واحد، لو
+
+326
+00:25:36,510 --> 00:25:40,550
+افترضنا أنه بدأ أشتغل للنقاط الـ black points بس
+
+327
+00:25:40,550 --> 00:25:44,470
+النقاط السودا، فهذا هتصير C1، لو بدأ أشتغل على
+
+328
+00:25:44,470 --> 00:25:50,110
+النقاط البيضا، بدها تصير C2، أو two، تمام، فبجي خلال
+
+329
+00:25:50,110 --> 00:25:54,850
+الـ partition هذا، اللي هو مثلاً A1
+
+330
+00:25:57,650 --> 00:26:03,510
+واحد، for example، A واحد B واحد، فإذا على الرسم اللي
+
+331
+00:26:03,510 --> 00:26:12,430
+كانت موجودة، واللي كانت بهذا الشكل، هنا وهنا، نفس
+
+332
+00:26:12,430 --> 00:26:13,010
+الكلام
+
+333
+00:26:17,270 --> 00:26:21,870
+for example، معنى ذلك واحد واحد، يعني هي A واحد وهي
+
+334
+00:26:21,870 --> 00:26:26,590
+B واحد، فهدا بدي أجي أجسمها بهذا الشكل، وهدا بدي من
+
+335
+00:26:26,590 --> 00:26:31,610
+خلال B واحد بهذا الشكل، فهدا الـ subspace هادي كأنه
+
+336
+00:26:31,610 --> 00:26:35,410
+الـ subspace هادي اللي هي تقاطع A واحد مع B واحد
+
+337
+00:26:35,410 --> 00:26:38,130
+حسب ما هو موجود هنا، A واحد B واحد، طبعاً الكلام هذا
+
+338
+00:26:38,130 --> 00:26:42,760
+هترجع تعيده لـ A واحد باثنين، ولا A واحد بثلاثة، و
+
+339
+00:26:42,760 --> 00:26:47,860
+اثنين بواحد، اثنين باثنين، اثنين بثلاثة، لتسعة كاملين، لتسعة كاملين
+
+340
+00:26:47,860 --> 00:26:51,280
+بحيث أنه بنحسبهم واحدة واحدة، خلينا نبدأ حاجة حاجة
+
+341
+00:26:51,280 --> 00:26:54,040
+يعني نفهم الفكرة، والبداية كلها هيكون تكرار، يعني
+
+342
+00:26:54,040 --> 00:26:56,680
+أنتم عارفين، مهندسين حاسوب، عارفين أنّه four loop
+
+343
+00:26:56,680 --> 00:27:01,380
+بيصير، البداية، تمام، معناه ذلك أنّه A واحد بواحد
+
+344
+00:27:01,380 --> 00:27:07,520
+حاطين الـ space هذه، بنحسب من خلالها لكل نقطة تنتمي
+
+345
+00:27:07,520 --> 00:27:13,160
+لـ C1، إيش يعني تنتمي لـ C1؟ يعني عبارة عن نقاط سودا
+
+346
+00:27:13,160 --> 00:27:18,400
+هل يوجد نقاط سودا؟ الـ space كان منقط، يا أسود يا
+
+347
+00:27:18,400 --> 00:27:22,380
+أبيض، clear؟ cycles، يا أسود، يا black، يا white،
+
+348
+00:27:22,380 --> 00:27:26,020
+كويس، بمسكهم واحدة واحدة، إذا C1 ينتمي له اثنين،
+
+349
+00:27:26,020 --> 00:27:28,820
+معناه ذلك أن الـ summation هنا يكون لاثنين، اثنين
+
+350
+00:27:28,820 --> 00:27:40,570
+هدول عبارة عن μA1 مضروبة في μB1، لمن؟ للنقطة
+
+351
+00:27:40,570 --> 00:27:44,710
+نفسها، طيب، النقطة نفسها كنقطة لها إحداثيين، إحداثي
+
+352
+00:27:44,710 --> 00:27:49,710
+X1 وإحداثي X2، يعني هذه النقطة هي لحالها لها X1 و
+
+353
+00:27:49,710 --> 00:27:55,800
+X2، هذه نقطة، وهذه نقطة هي نفسها، هذا element وهذا
+
+354
+00:27:55,800 --> 00:27:59,500
+element للـ vector تاع النقطة، فبجي بشوف النقطة
+
+355
+00:27:59,500 --> 00:28:03,440
+اللي هنا هذه لـ A واحد مثلاً، الكلام إذا لـ A واحد
+
+356
+00:28:03,440 --> 00:28:06,840
+معناته جدّش القيمة تبعت الميو اللي هي جدّش الـ
+
+357
+00:28:06,840 --> 00:28:10,640
+membership value تبعته، الـ membership value تبعته
+
+358
+00:28:10,640 --> 00:28:13,260
+وهنا نفس الكلام، جدّش الـ membership value تبعته لـ B
+
+359
+00:28:13,260 --> 00:28:19,510
+واحد، فهذه قيم ميو، قيم ميو، خلصنا النقطة الأولى اللي
+
+360
+00:28:19,510 --> 00:28:23,150
+تنتمي لها الـ class الأول، إذا في نقطة ثانية بجمعها
+
+361
+00:28:23,150 --> 00:28:26,930
+كمان، نفس الكلام بحسب لها الـ μA1 مضروبة في الـ
+
+362
+00:28:26,930 --> 00:28:31,490
+μB1، نضربهم، وبنجمعهم على قيمة النقطة اللي
+
+363
+00:28:31,490 --> 00:28:36,760
+جابلها، طيب، بشكل عملي، خلينا نشوف الموضوع بشكل عملي
+
+364
+00:28:36,760 --> 00:28:41,340
+خلّينا نفترض أنه بدنا نشتغل على، وهنرجع للرسمة
+
+365
+00:28:41,340 --> 00:28:44,220
+الأولى بس، ناخد إيش اللي بدنا نحسبه، وكل القيم هذه
+
+366
+00:28:44,220 --> 00:28:54,600
+هنحسبها لحالنا، فبدنا
+
+367
+00:28:54,600 --> 00:29:00,800
+نحسب β لـ C أنا و C منهم، بدنا نحسب class one
+
+368
+00:29:00,800 --> 00:29:08,220
+مثلاً، class واحد، أو بلاش class 1 و class 2 مبدئياً
+
+369
+00:29:08,220 --> 00:29:14,040
+بدنا نحسب للكل βCN in general، فبدي أحسبها لـ
+
+370
+00:29:14,040 --> 00:29:19,880
+class الأول، و لـ class الثاني، مرتين، لمن؟ لـ A2B1
+
+371
+00:29:19,880 --> 00:29:25,280
+A2B1، تمام، خلصنا، هترجع للرسمة، ونحسب هذا الكلام، هي
+
+372
+00:29:25,280 --> 00:29:35,040
+الرسمة، A2 وين؟ A2 هي A2 تحت، ماخد الـ space كله
+
+373
+00:29:35,890 --> 00:29:41,470
+ملاحظين؟ ماخذ الـ space كامل، بادية من صفر للواحد كاملة
+
+374
+00:29:41,470 --> 00:29:50,470
+فإذا كله، ما قدرناش نعمل أي حصر، B واحد B واحد هي
+
+375
+00:29:50,470 --> 00:29:56,850
+بادية من صفر للنصف، هي الـ B1، ملاحظين هذا الجزء
+
+376
+00:29:56,850 --> 00:30:01,230
+تبع B، تبع B1، صحيح، متقاطع مع B2، بس أنا في النهاية
+
+377
+00:30:01,230 --> 00:30:05,510
+لما... أنا ما ليش علاقة بـ B2، أنا بتكلم عن B1، تمام
+
+378
+00:30:05,510 --> 00:30:12,290
+مدام B1، فإذا كل اللي بدنا نعمله أن أعمل خط بهذا
+
+379
+00:30:12,290 --> 00:30:16,490
+الشكل، A2
+
+380
+00:30:16,490 --> 00:30:22,790
+كله، فهيكون يحدد لنا
+
+381
+00:30:22,790 --> 00:30:30,050
+من صفر للنصف، وهنا من صفر لواحد، فكل هذا subspace
+
+382
+00:30:30,050 --> 00:30:39,870
+لمن؟ للعلاقة هذه، اثنين بواحد، تمام، اثنين بواحد
+
+383
+00:30:39,870 --> 00:30:45,060
+الآن، من النقاط اللي توفرت في الـ... في الموضوع، في الـ
+
+384
+00:30:45,060 --> 00:30:49,020
+... الـ subspace هذا، الحقيقة في مجموعة نقاط اتحققت
+
+385
+00:30:49,020 --> 00:30:54,180
+عند النقطة، نمسكهم واحدة واحدة، ناخد اللي تنتمي لـ
+
+386
+00:30:54,180 --> 00:31:01,920
+class واحد، في عندي رقم أربعة، في عندي رقم ستة، في
+
+387
+00:31:01,920 --> 00:31:08,720
+عندي رقم ثمانية، وفي عندي رقم خمسة عشر، تمام
+
+445
+00:36:35,440 --> 00:36:44,140
+قوة النقاط أكبر من التلاتة وارد بمعنى أن النقاط
+
+446
+00:36:44,140 --> 00:36:49,180
+هذه اللي هي لو النقاط الزرقاء اللي بحيطينها عنها
+
+447
+00:36:49,180 --> 00:36:54,170
+اللي هي black points لو إنها موزعة على الأطراف يعني
+
+448
+00:36:54,170 --> 00:36:57,950
+لو افترضنا أن هي متوزعة كلها جاية هنا، هنجد أن
+
+449
+00:36:57,950 --> 00:37:02,610
+بالنسبة لـ curve A2 قيمها هتكون منخفضة، وبالنسبة لـ
+
+450
+00:37:02,610 --> 00:37:07,690
+B1 برضه هتكون قيمها منخفضة هنا، فمعنى ذلك هتكون
+
+451
+00:37:07,690 --> 00:37:13,090
+كثير أقل بينما الـ red هنا أو اللي هي الـ white
+
+452
+00:37:13,090 --> 00:37:18,650
+points لو جاية في النص هنا، معناته مع A1 عالية جداً
+
+453
+00:37:19,360 --> 00:37:24,320
+ولا تحت هتكون مع بي واحد عالية جداً، القصد أن أنا
+
+454
+00:37:24,320 --> 00:37:27,320
+هنشوف في النهاية الحالة اللي عندنا، إيش بده يطلع لمن
+
+455
+00:37:27,320 --> 00:37:31,640
+القوة، لكن إطلاقاً مالهاش علاقة بالعدد، هذه الفكرة
+
+456
+00:37:31,640 --> 00:37:35,380
+أنت بتوصل أن مالهاش علاقة بالعدد، ما تخليش العدد
+
+457
+00:37:35,380 --> 00:37:40,360
+يكون هو الفيصل في القرار تبعك، مبدأياً كل هذه عملية
+
+458
+00:37:40,360 --> 00:37:44,180
+تعويضات، زي ما قلنا، نشوف كيف جدش كم التعويضات اللي
+
+459
+00:37:44,180 --> 00:37:52,330
+طلعت معاه بشكل مصفوفة، وتقديري، فوجدنا أن هي لـ class
+
+460
+00:37:52,330 --> 00:37:54,930
+رقم واحد، اللي هي اللون الأزرق اللي كاتبينه احنا
+
+461
+00:37:54,930 --> 00:38:00,770
+باللون الأزرق، طلعت عند ميو اتنين، هيها لنقطة اكس
+
+462
+00:38:00,770 --> 00:38:07,170
+أربعة، هي أربعة، وميو بي واحد برضه لأربعة، وبعدين
+
+463
+00:38:07,170 --> 00:38:07,730
+لستة
+
+464
+00:38:10,440 --> 00:38:15,900
+لـ 8 ثم لـ 15، عوض عليهم، عوض على القيم هذه عشان
+
+465
+00:38:15,900 --> 00:38:19,580
+يطلع معاها في الآخر 1.00
+
+466
+00:38:24,990 --> 00:38:29,610
+فهي الـ strength لمين؟ للـ class واحد داخل الـ sub
+
+467
+00:38:29,610 --> 00:38:34,410
+space هذه، بينما للـ class رقم اتنين، class رقم اتنين
+
+468
+00:38:34,410 --> 00:38:47,150
+إيش طلع معنا؟ طلع معانا حسب التعويض 0.72، 0.72 هذا
+
+469
+00:38:47,150 --> 00:38:51,090
+إيش اللي حسبناها؟ الـ strength هذا اللي حسبت الـ
+
+470
+00:38:51,090 --> 00:38:55,980
+strength، محتاجين بعد الـ strength إيش نحسب؟ نحسب الـ
+
+471
+00:38:55,980 --> 00:39:02,300
+rule، نحدد الـ consequent للـ rule، ثم نحدد الـ
+
+472
+00:39:02,300 --> 00:39:05,960
+certainty factor، مبدئياً الـ rule طلعت، ليش طلعت؟
+
+473
+00:39:05,960 --> 00:39:10,960
+الأكبر منهم هو اللي الناتج، الأكبر منهم هو الناتج
+
+474
+00:39:10,960 --> 00:39:14,420
+يعني هقول الآن، ناخد لون مختلف عن اللونين دول
+
+475
+00:39:14,420 --> 00:39:19,680
+اللي حلنا فيهم، هقول الآن if، هاي الـ rule شكلها
+
+476
+00:39:19,680 --> 00:39:38,430
+النهائي، if x1 is a2 and x2 is b1 then c is class
+
+477
+00:39:38,430 --> 00:39:43,990
+number one، class number one، ليش؟ لأن number
+
+478
+00:39:43,990 --> 00:39:49,410
+one الـ strength تبعه أكبر، لكن بتظل الآن بقد إيش
+
+479
+00:39:49,410 --> 00:39:53,720
+certainty factor، Okay، خلاص هي هتنتمي إذا فعلاً داخل
+
+480
+00:39:53,720 --> 00:39:58,220
+الـ region، الـ subspace هذه، اتنين بواحد، معناته هي
+
+481
+00:39:58,220 --> 00:40:02,580
+class واحد، قد إيش قوة الكلام هذا؟ قوة الكلام هذا الآن
+
+482
+00:40:02,580 --> 00:40:06,220
+هي اللي بدنا نحسبها عشان أقول، بينقصنا هنا with
+
+483
+00:40:06,220 --> 00:40:09,880
+certainty factor، قد إيش؟ عشان أحسب الـ certainty
+
+484
+00:40:09,880 --> 00:40:14,760
+factor، هنروح نحسب من الـ maximum منهم، من التنتين
+
+485
+00:40:14,760 --> 00:40:21,640
+ناخدها على جنب، فالواضح الـ maximum هو الـ 0.09 من
+
+486
+00:40:21,640 --> 00:40:25,980
+المتبقي، المتبقي اللي هو 0.72، والله لو فيه كمان
+
+487
+00:40:25,980 --> 00:40:28,980
+class تالت ورابع وخامس وسادس، بنحط قيمهم كلهم
+
+488
+00:40:28,980 --> 00:40:33,080
+برضه متبقيات هنا، بنخلي قيمهم كمتبقيات عشان أحسب
+
+489
+00:40:33,080 --> 00:40:35,460
+الـ certainty factor الآن، فالـ certainty factor
+
+490
+00:40:35,460 --> 00:40:44,660
+هتساوي الـ beta، الـ maximum هي 0.09
+
+491
+00:40:44,660 --> 00:40:51,670
+ناقص المتبقي، المتبقي كله
+
+492
+00:40:55,580 --> 00:40:59,960
+ومش maximum، احنا أخدنا منهم الـ maximum، خلصنا، مش الـ
+
+493
+00:40:59,960 --> 00:41:05,960
+maximum اللي هي a, i, b, و g، هذه فعلياً beta a, i,
+
+494
+00:41:06,580 --> 00:41:13,500
+b, g تساوي الـ summation لكل المتبقي، بمعنى كل الـ
+
+495
+00:41:13,500 --> 00:41:17,920
+strengths باستثناء الـ strength M اللي هي الـ
+
+496
+00:41:17,920 --> 00:41:25,260
+maximum، هيها، من N تساوي واحد لـ capital N،  ن لا تساوي
+
+497
+00:41:25,260 --> 00:41:29,680
+م، بمعنى أن الـ one point zero nine مستثنى، هذه
+
+498
+00:41:29,680 --> 00:41:35,520
+خارجهم كله على ان ناقص واحد، قد إيش عددهم؟ عندي عدد
+
+499
+00:41:35,520 --> 00:41:39,180
+الـ classes كلهم اتنين، كلهم عندي هنا اتنين، والله لو
+
+500
+00:41:39,180 --> 00:41:42,860
+تلاتة بنعوض قيمتها تلاتة، بنعوض أربعة، خمسة، بس أنا
+
+501
+00:41:42,860 --> 00:41:45,940
+فعلياً في المثال عندي اتنين ناقص واحد بيظل واحد
+
+502
+00:41:45,940 --> 00:41:52,850
+بيظل واحد، ففعلياً الـ total هنا هيكون يساوي الـ 0.72
+
+503
+00:41:52,850 --> 00:41:57,050
+بس لو في class تالت ورابع وخامس وسادس، تاخدوا
+
+504
+00:41:57,050 --> 00:42:02,230
+بالكم أن بتجمعوا المتبقي على الستة هدول ناقص واحد
+
+505
+00:42:02,230 --> 00:42:07,510
+على الستة كاملين ناقص واحد، okay، كله على المجموع ككل
+
+506
+00:42:07,510 --> 00:42:14,170
+مجموع كل الـ betas أو الـ strings هذه كلها كاملة، فالـ
+
+507
+00:42:14,170 --> 00:42:21,340
+strings كلها اللي هي 0.7 زائد الـ 1.09 عشان يطلع
+
+508
+00:42:21,340 --> 00:42:24,640
+عندي في النهاية زي ما احنا شايفين، with certainty
+
+509
+00:42:24,640 --> 00:42:32,000
+factor 0.2، 0.2 كنتج نهائي، فهنا بنكمل معادلتنا أو
+
+510
+00:42:32,000 --> 00:42:36,380
+بنكمل الـ rule بتاعتنا عشان نحط بين قوسين للـ rule
+
+511
+00:42:36,380 --> 00:42:40,300
+with
+
+512
+00:42:40,300 --> 00:42:46,380
+certainty factor equal 0.2، بس لحظة، rule كاملة
+
+513
+00:42:46,380 --> 00:42:51,980
+متكاملة، هيقول كاملة، متكاملة تماماً، الكلام هذا لمين؟
+
+514
+00:42:51,980 --> 00:43:05,340
+A2 B1، طيب بدنا نجرب A1 B1، و A1 B3، و A2 B2، و A2 B3
+
+515
+00:43:05,340 --> 00:43:10,600
+and so on، هيطلع عندك قد إيش؟ تسعة، تسعة rules نتيجة
+
+516
+00:43:10,600 --> 00:43:16,390
+التلاتة في تلاتة، تمام، فبهذا الشكل بنكون احنا خلصنا
+
+517
+00:43:16,390 --> 00:43:23,550
+جزئية الـ fuzzy، كـ fuzzy،  كـ fuzzy، الحقيقة الـ fuzzy هذا هيكون
+
+518
+00:43:23,550 --> 00:43:30,670
+في عندي مشكلة في الـ .. في فكرة أن هل التقسيم صح
+
+519
+00:43:30,670 --> 00:43:35,590
+التلاتة في تلاتة، مش عارف، طيب هل الـ membership
+
+520
+00:43:35,590 --> 00:43:40,790
+functions مظبوطة برضه، مش عارف، يعني بالظبط هل فعلاً
+
+521
+00:43:40,790 --> 00:43:43,210
+هيك مظبوطة أو مش مظبوطة، مش عارف، مين اللي بده يحلل لنا
+
+522
+00:43:43,210 --> 00:43:46,370
+الكلام هذا، ويعرفنا الكلام هذا، الـ genetic algorithm
+
+523
+00:43:46,370 --> 00:43:50,570
+لأن الـ genetic algorithm، فحنروح لحاجة اسمها الـ
+
+524
+00:43:50,570 --> 00:43:54,670
+multiple fuzzy rule tables، بمعنى أن أنا بدي أجرب
+
+525
+00:43:54,670 --> 00:43:59,740
+أكتر من table واحدة، لكن طبعاً مجهدة أن أنا أشتغلها
+
+526
+00:43:59,740 --> 00:44:02,720
+بالطريقة هذه، وأشتغل حسابات لحالنا، فهنخلي الـ
+
+527
+00:44:02,720 --> 00:44:06,830
+genetic algorithm هي اللي تعمل لنا هذا الموضوع، بحيث
+
+528
+00:44:06,830 --> 00:44:10,050
+أن الـ multiple fuzzy rule tables هتكون زي ما احنا
+
+529
+00:44:10,050 --> 00:44:14,190
+شايفين، اللي احنا شايفينه الآن، الحقيقة أن بتجسيمها
+
+530
+00:44:14,190 --> 00:44:18,130
+لكي بتساوي 2، يعني 2×2، وهنشتغل uniform، لأن بمعنى
+
+531
+00:44:18,130 --> 00:44:25,070
+أن هي square، عشان نسهل على حالنا، تكون أسرع، 2×2، 2×2
+
+532
+00:44:25,070 --> 00:44:32,630
+3×3، 4×4، 5×5، 6×6، بحيث نجرّب شوية، طبعاً ليش هذا الكلام
+
+533
+00:44:32,630 --> 00:44:35,250
+مبني فقط على class A و class B اللي موجود عندنا في
+
+534
+00:44:35,250 --> 00:44:38,270
+بداية المثال، في بداية المثال هي كان بهذا الشكل
+
+535
+00:44:38,270 --> 00:44:45,770
+منتشر كويس، قد يكون أن أفضل rules ناخد من K اتنين
+
+536
+00:44:45,770 --> 00:44:51,110
+هذا الجزء لـ class اتنين، لاحظوا باين واضح تماماً
+
+537
+00:44:51,110 --> 00:44:55,230
+ما فيش فيه أي تقطعات مع class واحد، لاحظينه، هي هذا
+
+538
+00:44:55,230 --> 00:45:00,830
+الجزء كله class two، فإذا هذا مناسب، خلاص، كويس، هذا
+
+539
+00:45:00,830 --> 00:45:06,130
+لأ، لأنه مخلط من هنا لهنا، فممكن ناخده .. ناخد
+
+540
+00:45:06,130 --> 00:45:12,670
+الـ rule من مكان تاني، هذه هذه مثلاً، لاحظوا، هذه هذه
+
+541
+00:45:12,670 --> 00:45:17,730
+كمان، كل رايحة لإيش؟ لواحد، and so on، ممكن نقول
+
+542
+00:45:17,730 --> 00:45:22,480
+مثلاً من هنا ناخد هذه الصغيرة، فممكن تاخدوا أو هذا
+
+543
+00:45:22,480 --> 00:45:27,180
+الكبيرة، فمعنى ذلك أن مين اللي بده يقول لي الـ rules
+
+544
+00:45:27,180 --> 00:45:30,360
+ممكن أبنيها واحدة أو اتنين أو تلاتة أو أربعة
+
+545
+00:45:30,360 --> 00:45:36,640
+يكونوا كافين لإجمال كل الـ data set تبعتي أو الـ
+
+546
+00:45:36,640 --> 00:45:40,450
+patterns اللي موجودة، مين اللي بده يختار لي الـ rules
+
+547
+00:45:40,450 --> 00:45:45,410
+الصح من كل الـ rules هذه، for example، طيب قد إيش عدد الـ
+
+548
+00:45:45,410 --> 00:45:51,370
+rules كلها هذه؟ أربعة زائد تسعة، تلاتة عشر، زائد ستة
+
+549
+00:45:51,370 --> 00:45:57,530
+عشر، تسعة و تلاتين، زائد خمسة وعشرين، زائد ستة و
+
+550
+00:45:57,530 --> 00:46:00,970
+تلاتين، بحيث أن يطلع في الآخر المجموع total، أنا
+
+551
+00:46:00,970 --> 00:46:05,130
+بتكلم عن تسعين rules، تسعين rules دول كلها بدنا
+
+552
+00:46:05,130 --> 00:46:09,430
+نجربها، كلها بدها تتجرب، بحيث أن نختار في الآخر
+
+553
+00:46:09,430 --> 00:46:13,510
+أفضل rules تعبر عن الـ data set كاملة أو الـ
+
+554
+00:46:13,510 --> 00:46:16,470
+patterns اللي موجودة بشكل كامل، هذا الكلام بيمكّن
+
+555
+00:46:16,470 --> 00:46:21,590
+تالي أن نقول نختار الـ rules الـ S all، بمعنى اللي
+
+556
+00:46:21,590 --> 00:46:26,490
+هي الـ set of rules كلها التسعين زي ما قلنا، هو اللي
+
+557
+00:46:26,490 --> 00:46:31,370
+بنعمل generation، وبنبدأ نحط الـ patterns تبعتي
+
+558
+00:46:31,370 --> 00:46:34,730
+بحيث أن احنا نصنفهم واحدة واحدة، step number one
+
+559
+00:46:34,730 --> 00:46:40,170
+هنقول والله في لكل subset في الـ multi بنقدر نحسبه
+
+560
+00:46:40,170 --> 00:46:45,890
+درجة الـ compatibility لكل class، لكل نقطة، قد إيش هو
+
+561
+00:46:45,890 --> 00:46:48,590
+ينتمي في كل الـ rules هذه، بعدين بنحسب الـ maximum
+
+562
+00:46:48,590 --> 00:46:51,970
+degree of compatibility لكل new patterns with each
+
+563
+00:46:51,970 --> 00:46:56,000
+class، للـ class الواحد، كل اللي بيتموا للـ class
+
+564
+00:46:56,000 --> 00:47:00,820
+الواحد، احنا جربنا إيش؟ pattern by pattern، يعني نقطة
+
+565
+00:47:00,820 --> 00:47:05,600
+نقطة نقطة نقطة نقطة نقطة نقطة نقطة نقطة نقطة نقطة
+
+566
+00:47:05,600 --> 00:47:06,260
+نقطة نقطة نقطة نقطة نقطة نقطة نقطة نقطة نقطة نقطة
+
+567
+00:47:06,260 --> 00:47:06,360
+نقطة نقطة نقطة نقطة نقطة نقطة نقطة نقطة نقطة نقطة
+
+568
+00:47:06,360 --> 00:47:12,600
+نقطة نقطة نقطة نقطة نقطة نقطة نقطة نقطة نقطة نقطة
+
+569
+00:47:12,600 --> 00:47:20,140
+نقطة نقطة نقطة نقطة نقطة
+
+570
+00:47:20,580 --> 00:47:24,040
+بعد هيك بنحسب الـ class with each of new pattern
+
+571
+00:47:24,040 --> 00:47:29,340
+has the highest degree of compatibility، فهنا في
+
+572
+00:47:29,340 --> 00:47:34,640
+الآخر بنقول الـ class اللي بنختاره هو الـ class اللي
+
+573
+00:47:34,640 --> 00:47:38,880
+معظم النقاط compatible معه، معظم النقاط اللي داخل
+
+574
+00:47:38,880 --> 00:47:43,840
+الـ subspace هتكون compatible معه، عشان نحدده، نحدد
+
+575
+00:47:43,840 --> 00:47:50,090
+الـ pattern لهذا الـ class، Okay، حيكون طبعاً الإشكالية
+
+576
+00:47:50,090 --> 00:47:54,710
+الكبرى هنا هي أن إما أزيد عدد الـ rules بشكل كثير
+
+577
+00:47:54,710 --> 00:47:59,490
+كبير، وهذا هتكون large، هتكون very large، الحقيقة، و
+
+578
+00:47:59,490 --> 00:48:04,150
+هتاخد وقت طويل في الموضوع، لكن إذا بدنا نقللها،
+
+579
+00:48:04,150 --> 00:48:07,130
+حقيقة هيكون في عندي مشكلة تانية، اللي هي الـ
+
+580
+00:48:07,130 --> 00:48:10,390
+misclassification لاحقاً، بمعنى أن الـ accuracy مش
+
+581
+00:48:10,390 --> 00:48:14,500
+عالية، هي not accurate enough، أن تعمل
+
+582
+00:48:14,500 --> 00:48:17,600
+classification لكل النقاط اللي موجودة، فعشان هيك
+
+583
+00:48:17,600 --> 00:48:21,780
+هندخل الآن في الجزئية الأخيرة بتاعتنا، هندخل الـ
+
+584
+00:48:21,780 --> 00:48:25,160
+genetic algorithm لكل الموضوع على هذه النقطة، كيف
+
+585
+00:48:25,160 --> 00:48:27,680
+أنا ممكن أستخدم الـ genetic algorithm for selecting
+
+586
+00:48:27,680 --> 00:48:32,720
+الـ fuzzy if then rules، عشان أختار الـ rules هذه، أول
+
+587
+00:48:32,720 --> 00:48:37,920
+شغلة، بدنا نعمل الـ problem of selecting للـ fuzzy
+
+588
+00:48:37,920 --> 00:48:42,260
+rules، ممكن تكون هي أساساً واحدة من المشاكل اللي
+
+589
+00:48:42,260 --> 00:48:44,980
+بقدر أسميها من مشاكل الـ optimization المعقدة شوية
+
+590
+00:48:44,980 --> 00:48:49,700
+و اللي فيها أكتر من objective، بمعنى أنا ما عنديش
+
+591
+00:48:49,700 --> 00:48:52,720
+بتعمل maximize لحال أو minimize لحال، أنا بتعمل
+
+592
+00:48:52,720 --> 00:48:55,920
+الاثنين مع بعض، وهذه مميزة فيها الـ genetic
+
+593
+00:48:55,920 --> 00:48:58,680
+algorithm، وعشان هيك إجت الـ genetic algorithm، أنا
+
+594
+00:48:58,680 --> 00:49:04,910
+الآن إيش بده أسوي؟ أفضل accuracy، فإذا more accurate
+
+595
+00:49:04,910 --> 00:49:09,170
+للـ rules، الـ rules اللي بجسمها هذه، كل ما كانت
+
+596
+00:49:09,170 --> 00:49:12,650
+تقسمتها أصغر، يمكن تكون more accurate، ممكن، بس في
+
+597
+00:49:12,650 --> 00:49:15,650
+النهاية أنا بدي أعمل maximize لها، بس في المقابل
+
+598
+00:49:15,650 --> 00:49:21,240
+بدي أعمل minimize للـ number of rules، صح؟ مش معنى
+
+599
+00:49:21,240 --> 00:49:25,840
+أبداً أني أروح أكتب تسعين rule، مش منطقي أبداً أن
+
+600
+00:49:25,840 --> 00:49:31,020
+أستخدم تسعين rule بينما ممكن نستخدم الموضوع بعدد
+
+601
+00:49:31,020 --> 00:49:34,100
+أقل من الـ rules، فإذا محتاج أحل مشكلتين في نفس
+
+602
+00:49:34,100 --> 00:49:37,480
+الوقت، بدي أعمل more accurate أو بدي أعمل accuracy
+
+603
+00:49:37,480 --> 00:49:43,890
+عالية لعملية التصنيف، وفي نفس الوقت بدي أقلل عدد
+
+604
+00:49:43,890 --> 00:49:47,050
+الـ rules، فهنا صارت two objectives، حقيقة الـ two
+
+605
+00:49:47,050 --> 00:49:51,130
+objectives بهذا .. بهذا الشكل، تمام، الـ first و
+
+606
+00:49:51,130 --> 00:49:54,790
+الأهم هي أن أعمل maximization للـ correctly
+
+607
+00:49:54,790 --> 00:50:00,610
+classified patterns، فأنا الأكثر أهمية أني أعلّي الـ
+
+608
+00:50:00,610 --> 00:50:07,090
+classification، بمعنى أن يكون more accurate، الهدف
+
+609
+00:50:07,090 --> 00:50:10,110
+الثاني اللي هي minimize الـ number of rules، الـ
+
+610
+00:50:10,110 --> 00:50:13,650
+genetic algorithm ممكن يعمل نفس الكلام للاتنين
+
+611
+00:50:13,650 --> 00:50:17,800
+تمام، الآن الـ basic steps عشان نعمل هذا الكلام
+
+612
+00:50:17,800 --> 00:50:21,560
+Randomly بنعمل
+
+667
+00:54:36,570 --> 00:54:40,010
+هأفترض بهذا الشكل وهذه موضوعة بهذا الشكل for
+
+668
+00:54:40,010 --> 00:54:45,710
+example وهنا هأفترض هذه بهذا الشكل وهذه بهذا الشكل
+
+669
+00:54:45,710 --> 00:54:53,970
+فمن a1 b1 فإذا أنا أتحدث عن هذه الـrule موجودة
+
+670
+00:54:53,970 --> 00:55:03,510
+خلاص فإذا أنا في عندي rule بتقول if x1 is a1 and x2
+
+671
+00:55:03,510 --> 00:55:11,470
+is b1 then طبعا then هذه بدنا نعملها كيف؟ زي ما لو
+
+672
+00:55:11,470 --> 00:55:18,130
+كنا نشتغل بدي أحسب الـstrength لـclass one في
+
+673
+00:55:18,130 --> 00:55:22,470
+عندي هذه نقطة سوداء و لـclass two هي في عندي ثلاث
+
+674
+00:55:22,470 --> 00:55:26,850
+نقاط بدنا نحسب هذه ونحسب هذه ونحسب فبنكون ساعتها
+
+675
+00:55:26,850 --> 00:55:32,920
+حددنا class one أو class 2 من الـstrength طيب لسه
+
+676
+00:55:32,920 --> 00:55:37,080
+لا يكفي بدي بين قوسين أحط قديش الـcertainty factor
+
+677
+00:55:37,080 --> 00:55:40,700
+هذه بدنا نحسبها من مجموعة الـstrength اللي طلعت
+
+678
+00:55:40,700 --> 00:55:46,000
+عندي عشان نشتغل عليها فهي محددة طيب اثنين لأ مش
+
+679
+00:55:46,000 --> 00:55:51,100
+محتاجين اثنين هأفترض أنه اثنين نفترض هذه غير موجودة
+
+680
+00:55:51,100 --> 00:55:55,780
+طيب ثلاثة هأفترض هذه ثلاثة معناه ذلك أنه صارت ايش
+
+681
+00:55:55,780 --> 00:55:57,960
+rule أخرى if
+
+682
+00:56:01,980 --> 00:56:08,680
+X1A2 and X2B1 ثم
+
+683
+00:56:08,680 --> 00:56:14,660
+class 1 أو 2؟ آه بدك تحسب الـstrength صح بعد ما
+
+684
+00:56:14,660 --> 00:56:17,420
+تحسب الـstrength عشان تحدد الـclass تبعك هو ايش
+
+685
+00:56:17,420 --> 00:56:24,600
+بالضبط تبعك بدك تحسب من خلاله الـcertainty factor
+
+686
+00:56:25,610 --> 00:56:29,790
+عشان أُحدد قديش نسبة الـ ... الـ ... الـ ... الـ
+
+687
+00:56:29,790 --> 00:56:32,390
+certainty تبعته، قديش نسبة الـcertainty تبعته، فهي
+
+688
+00:56:32,390 --> 00:56:35,630
+الفكرة ببساطة في التقسيم، لحد ما نصل في الآخر،
+
+689
+00:56:35,630 --> 00:56:38,770
+هذه، هذه، هذه، الـrule رقم تسعين مثلا، فهنا الـ
+
+690
+00:56:38,770 --> 00:56:44,450
+rule رقم تسعين، هذا هو الـrule رقم تسعين، ممكن
+
+691
+00:56:44,450 --> 00:56:47,170
+تجي هنا تتمثل، على أساس أنه هيكون عندك واحد، اثنين،
+
+692
+00:56:47,170 --> 00:56:49,550
+ثلاثة، أربعة، خمسة، ستة، يعني هذا هتكون واحد،
+
+693
+00:56:49,550 --> 00:56:54,630
+اثنين، ثلاثة، أربعة، خمسة، ستة، فصارت هنا A6
+
+694
+00:56:56,950 --> 00:57:02,170
+E6 كويس تمام طبعا المفروض أن تكون أكثر من هيك تكون
+
+695
+00:57:02,170 --> 00:57:06,390
+أكثر من هيك إذا بدك more accurate شغلك يكون في الأصل
+
+696
+00:57:06,390 --> 00:57:13,430
+هنا E1 E2 وهنا تعملي E3 E4 E5 هنا تعملي E6 E7 E8
+
+697
+00:57:13,430 --> 00:57:22,830
+E9 هنا لـE10 E11 E12 E13 E14 وهنا 15 .. 16 .. 17
+
+698
+00:57:22,830 --> 00:57:29,530
+.. 18 .. 19 .. 20 فبتبدأ تجسمهم A لـ20 وتحط لكل
+
+699
+00:57:29,530 --> 00:57:35,190
+واحدة تبدأ من قديش لـقديش فمبدئيا A1 مثلا ممكن
+
+700
+00:57:35,190 --> 00:57:44,510
+تقول بتبدأ A1 من صفر إلى نفترض فاصلة ستة A2 من
+
+701
+00:57:44,510 --> 00:57:52,120
+فاصلة أربعة لواحد واضحة تمام هذا هي خلصناها عشان
+
+702
+00:57:52,120 --> 00:57:57,780
+تروح لـa ثلاثة تقول هذه من صفر لـقديش مش لـ0.6 لأ
+
+703
+00:57:57,780 --> 00:58:05,940
+ممكن تكون لـ0.3 أو 0.4 and so on بحيث أنك أنت لما
+
+704
+00:58:05,940 --> 00:58:10,550
+تحددهم هنا تكون عارف الـX هذه هي بين قديش لـقديش هي
+
+705
+00:58:10,550 --> 00:58:14,430
+الـmembership function بتاعتها بالضبط أمتى بتبدأ و
+
+706
+00:58:14,430 --> 00:58:18,770
+أمتى بتنتهي .. and so on بهذا الشكل فبتحدد كل الـ
+
+707
+00:58:18,770 --> 00:58:21,670
+rules بتاعتك بناء على الـchromosome كيف طبيعته و
+
+708
+00:58:21,670 --> 00:58:25,770
+طبعا تعمل تبديلة توافق تبدأ تشتغل على ... بشكل
+
+709
+00:58:25,770 --> 00:58:32,510
+randomly  الحقيقة تحددهم هذول القيام تماما زي ما
+
+710
+00:58:32,510 --> 00:58:35,170
+قلنا رقم اثنين الـfitness تبعتك الـfitness تبعتك
+
+711
+00:58:35,170 --> 00:58:40,770
+لما تجي تعمل التصنيفات تبعتك هذه كلها تصنف و
+
+712
+00:58:40,770 --> 00:58:44,090
+خلصنا وعملنا الـrules وبعدين تعمل test على الـ
+
+713
+00:58:44,090 --> 00:58:48,910
+data اللي عندك test كم واحدة correctly
+
+714
+00:58:48,910 --> 00:58:54,570
+classification صنفت بشكل جيد وكم واحدة صار لها
+
+715
+00:58:54,570 --> 00:58:57,630
+misclassification ونعد قديش عدد الـ
+
+716
+00:58:57,630 --> 00:59:02,250
+misclassification طبعا مش هتفرج كتير، بدك تعد الـ
+
+717
+00:59:02,250 --> 00:59:05,770
+correct classification  فبالتالي، فإذا بدك تعد الـ
+
+718
+00:59:05,770 --> 00:59:08,070
+correct classification فبدك تعمل maximize إنك أنت
+
+719
+00:59:08,070 --> 00:59:11,690
+بتحاول تعليها أفضل مايمكن فالـfitness هنا بصير
+
+720
+00:59:11,690 --> 00:59:15,510
+maximized أو إذا بدك تشتغل على الـmisclassified أو
+
+721
+00:59:15,510 --> 00:59:21,330
+classification اللي هي التصنيف الخاطئ ففي الحالة
+
+722
+00:59:21,330 --> 00:59:24,890
+هذه بتعمل minimize كل ما كان للكروموزوم عدد التصنيفات
+
+723
+00:59:24,890 --> 00:59:30,650
+تبعته الخاطئة أقل فهو أفضل وكل ما كانت العدد
+
+724
+00:59:30,650 --> 00:59:35,950
+التصنيفات الصحيحة أكثر فهو في الحالة هذه الصحيح
+
+725
+00:59:35,950 --> 00:59:36,390
+تمام
+
+726
+00:59:39,640 --> 00:59:44,100
+الآن كيف نعمل compromise عشان الـfunction بتاعتنا
+
+727
+00:59:44,100 --> 00:59:48,140
+تكون أكثر وضوحا الـfitness هذه أنا قلت بدنا الـ
+
+728
+00:59:48,140 --> 00:59:52,820
+accuracy أفضل مايمكن في الشغل الثانية بدي عدد الـ
+
+729
+00:59:52,820 --> 00:59:56,960
+rules أقل مايمكن عشان هيك هنستخدم الـfunction اللي
+
+730
+00:59:56,960 --> 01:00:01,280
+قدامنا هذه اللي
+
+731
+01:00:01,280 --> 01:00:06,460
+هي هي function f of s لـالـset of rules تساوي
+
+732
+01:00:09,190 --> 01:00:18,950
+P S على P All ناقص N S على N All فهنا الـP S هي ..
+
+733
+01:00:18,950 --> 01:00:21,530
+بنقدر نسميها عدد الـpatterns اللي classified
+
+734
+01:00:21,530 --> 01:00:26,310
+successfully أو correctly successfully بمعنى أنه
+
+735
+01:00:26,310 --> 01:00:30,920
+تم تصنيفهم بشكل ناجح يعني احنا قلنا حسب الـrule
+
+736
+01:00:30,920 --> 01:00:33,940
+مجموعة الـchromosome هذه الـrule الأولى والثانية و
+
+737
+01:00:33,940 --> 01:00:36,260
+الثالثة والرابعة والخامسة والعاشرة كلهم هؤلاء
+
+738
+01:00:36,260 --> 01:00:41,160
+مجموعهم وجدنا أنه في عدد النقاط ستة عشر تم تصنيف
+
+739
+01:00:41,160 --> 01:00:45,700
+خمسة عشر منهم صح كويس؟ طبعا الموضوع هيكون أكبر من
+
+740
+01:00:45,700 --> 01:00:49,880
+الحقيقة ليش؟ لأن أنت هتصنفهم هنا وتصنفهم هنا و
+
+741
+01:00:49,880 --> 01:00:53,400
+تصنفهم هنا وتصنفهم هنا كل واحدة قدامها واحد بتُ
+
+742
+01:00:53,400 --> 01:00:58,660
+تصنف عليها بتُصنف النقاط عليها تماما تشوف
+
+743
+01:00:58,660 --> 01:01:04,600
+correct ولا ... ولا في error فيه فإذا successfully
+
+744
+01:01:04,600 --> 01:01:08,900
+هنقول إنه قديش النسبة اللي انعرفوا بشكل صحيح على
+
+745
+01:01:08,900 --> 01:01:14,740
+كل النقاط على كل النقاط الـtotal فهنا نقدر نقول
+
+746
+01:01:14,740 --> 01:01:18,420
+أن هذه صارت نسبة نجاح محتاجة تكون أكبر ما يمكن
+
+747
+01:01:18,420 --> 01:01:24,660
+هنضربها في weight wp الـweight هذا هنتكلم عنه ناقص
+
+748
+01:01:27,060 --> 01:01:31,080
+HNS عدد الـrules اللي استخدمت على عدد الـrules الـ
+
+749
+01:01:31,080 --> 01:01:34,660
+total عدد الـrules الـtotal مش في مشكلة ليش لأن
+
+750
+01:01:34,660 --> 01:01:41,490
+هذا فعليا تسعين حسب المثال تبعنا طيب في الحالة دي
+
+751
+01:01:41,490 --> 01:01:46,310
+ماعندي أي مشكلة هيكون في ... في الحالة اللي عندنا
+
+752
+01:01:46,310 --> 01:01:49,850
+طيب قديش عدد الـrules اللي تم تمثيلهم حقيقة هنيجي
+
+753
+01:01:49,850 --> 01:01:53,570
+نطلع هنا أول هي واحدة مادام في واحد معناته في rule
+
+754
+01:01:53,570 --> 01:01:57,930
+كمان واحد هي اثنين rule كمان واحد هي ثلاثة rule هنا
+
+755
+01:01:57,930 --> 01:02:01,820
+هي أربعة rules مثلا الكروموزوم اللي افترضناه فرضيًا
+
+756
+01:02:01,820 --> 01:02:04,800
+هذا صار في عندي أربعة rules تمام فالـأربعة rules
+
+757
+01:02:04,800 --> 01:02:08,780
+هؤلاء هيكون أربعة على تسعين أربعة على تسعين طبعا
+
+758
+01:02:08,780 --> 01:02:12,360
+أربعة على تسعين رقم كثير صغير صح وهذا المعنى فيه
+
+759
+01:02:12,360 --> 01:02:14,860
+أنه يكون فعلا رقم كثير صغير أما مش تقول والله
+
+760
+01:02:14,860 --> 01:02:18,960
+تسعين على تسعين يعني أنا معناته استخدمت كل الـones
+
+761
+01:02:18,960 --> 01:02:22,200
+بمعنى أن كل الـrules استخدمتها هذا غير منطقي أصلا
+
+762
+01:02:22,200 --> 01:02:26,060
+أنا محتاج هذه تكون أقل ما يمكن عشان كده كل ما كبرت
+
+763
+01:02:26,060 --> 01:02:33,540
+بنحطها ناقص بإشارة سالبة فهي بتنقص من الـsuccess هي
+
+764
+01:02:33,540 --> 01:02:37,140
+كل ما علت هتنقص من الـsuccess كل ما انخفضت لأ
+
+765
+01:02:37,140 --> 01:02:41,560
+بتخلي الـsuccess في حالة يعني أن والله قيمته بتضل
+
+766
+01:02:41,560 --> 01:02:46,010
+نسبيا عالية ما نأخذ منها كثير فهنا واضح أن الـF of
+
+767
+01:02:46,010 --> 01:02:49,890
+S دي محتاجة نعملها ايش؟ Maximize محتاجينها دائما
+
+768
+01:02:49,890 --> 01:02:55,990
+تكون أكبر ما يمكن الآن WP وWN هؤلاء هؤلاء الـ
+
+769
+01:02:55,990 --> 01:03:01,440
+weights تبعت عدد الـrules والـsuccess أو الـ
+
+770
+01:03:01,440 --> 01:03:04,060
+classification الـcorrect classification أنا مين
+
+771
+01:03:04,060 --> 01:03:10,740
+محتاج أكثر؟ هل أنا محتاج أنه أعلي ... محتاج مثلا
+
+772
+01:03:10,740 --> 01:03:14,920
+يعني مين يهمني أكثر؟ أن عدد الـrules تكون أقل ما
+
+773
+01:03:14,920 --> 01:03:18,620
+يمكن؟ ولا لأ يهمني أكثر الـperformance تكون أفضل ما
+
+774
+01:03:18,620 --> 01:03:22,780
+يمكن بناء على ذلك بنحط النسب بتاعة الـweights هذه
+
+775
+01:03:22,780 --> 01:03:26,640
+طبعا الأكثر استخداما هي أن احنا بمعنى نركز أكثر بمين
+
+776
+01:03:26,640 --> 01:03:30,980
+بالـperformance يعني احنا ممكن نضحي شوية بزيادة
+
+777
+01:03:30,980 --> 01:03:35,160
+عدد الـrules مقابل أن الـperformance يكون أفضل ما
+
+778
+01:03:35,160 --> 01:03:38,280
+يمكن يكون أحسن ما يمكن ففي الحالة دي عادة
+
+779
+01:03:38,280 --> 01:03:42,750
+بيعملوها عشرة لواحد في الغالب بيعملوها عشرة لأ لـ
+
+780
+01:03:42,750 --> 01:03:47,520
+واحد بحيث أنها تكون بهذا الشكل هي عشرة الـsuccess
+
+781
+01:03:47,520 --> 01:03:54,340
+أو الـperformance ناقص واحد للـrules فكأني أنا بدي
+
+782
+01:03:54,340 --> 01:03:58,800
+أعظم هنا فكرة أن الـperformance هي أهم من عدد الـ
+
+783
+01:03:58,800 --> 01:04:03,160
+rules بـ10 أضعاف تمام الـstep اللي بعده هي خلاص
+
+784
+01:04:03,160 --> 01:04:06,880
+خلصنا صار في عندي مجموعة الـrules عشان نعمل عملية
+
+785
+01:04:06,880 --> 01:04:14,000
+العادة لمن؟ للـchromosomes لنعمل عملية selection
+
+786
+01:04:14,000 --> 01:04:16,580
+وعملية الـselection بناء على ايش؟ بناء على الـ
+
+787
+01:04:16,580 --> 01:04:20,040
+performance لاحظوا الـF of S اللي حسبناها لأنه
+
+788
+01:04:20,040 --> 01:04:23,560
+بدنا نحسبها كـ ... كنسب الآن و تروح للروليت فنعمل
+
+789
+01:04:23,560 --> 01:04:27,660
+عملية select للكروموزومات اللي بدهم يروحوا لـالـ
+
+790
+01:04:27,660 --> 01:04:32,180
+mating parent أو لعملية الـcrossover نبدأ نشتغل
+
+791
+01:04:32,180 --> 01:04:35,300
+عملية الـcrossover فعملنا selection بعد هيك بنروح
+
+792
+01:04:35,300 --> 01:04:38,340
+لـ ... بناء طبعا زي ما قلنا على الـfitness بتاعتهم
+
+793
+01:04:39,840 --> 01:04:42,900
+فالأفضل fit chromosome أو the better fit
+
+794
+01:04:42,900 --> 01:04:46,440
+chromosome المفروض أنه higher probability to being
+
+795
+01:04:46,440 --> 01:04:50,100
+selected من خلال الـroulette حكينا الكلام هذا كذا
+
+796
+01:04:50,100 --> 01:04:55,020
+مرة بعد هيك نبدأ نعمل الـchild أو الـchildren
+
+797
+01:04:55,020 --> 01:04:59,300
+تبعهم عشان نكمل الجيل اللي وراء أو الـgeneration
+
+798
+01:04:59,300 --> 01:05:02,420
+الـnext generation من خلال عملية الـcrossover ومن
+
+799
+01:05:02,420 --> 01:05:07,900
+خلال عملية الـmutation فهنا خلصنا الـcrossover
+
+800
+01:05:07,900 --> 01:05:12,860
+بنعملها فيش مشكلة رقم step 5 بنروح لـالـmutation
+
+801
+01:05:12,860 --> 01:05:16,320
+و زي ما قلنا بتكون قيمتها كثيرة قليلة الـmutation كل
+
+802
+01:05:16,320 --> 01:05:20,360
+ما نجمع الاثنين هؤلاء مع بعض وخلصناها وطلعت عندي
+
+803
+01:05:20,360 --> 01:05:27,180
+a new chromosome هيك by random بشكل randomly بنجيء
+
+804
+01:05:27,180 --> 01:05:29,900
+على واحدة من الـgenes هؤلاء اللي هي تمثل rule إذا
+
+805
+01:05:29,900 --> 01:05:32,380
+كان غير موجودة بنحطها موجودة إذا كان موجودة بنحطها
+
+806
+01:05:32,380 --> 01:05:37,000
+غير موجودة وخلاص تمام طبعا نسبتها زي ما قلنا واحد
+
+807
+01:05:37,000 --> 01:05:40,520
+من ... من مئة عادة بتكون نسب منخفضة ... نسب منخفضة ف
+
+808
+01:05:40,520 --> 01:05:43,740
+... في الحالة هذه بنكون عملنا عملية mutation عشان
+
+809
+01:05:43,740 --> 01:05:48,800
+بعد هيك نروح نحط كل الجيل الجديد مكان القديم و
+
+810
+01:05:48,800 --> 01:05:54,280
+نبدأ نتأكد هل فعلا اكتمل عدد الـ ... الـ ... أو الـ
+
+811
+01:05:54,280 --> 01:05:56,800
+population size تبعنا ولا لأ احنا عملنا generation
+
+812
+01:05:56,800 --> 01:06:01,100
+لـ ... كم children؟ اثنين طب هل أنا محتاج اثنين؟ لأ
+
+813
+01:06:01,100 --> 01:06:04,280
+أنا محتاج مثلا كنت هنا عشرة معناته بنعمل كمان مرة
+
+814
+01:06:04,280 --> 01:06:08,620
+بنعيد رقم ثلاثة بنرجع للـstep رقم ثلاثة لما الـ
+
+815
+01:06:08,620 --> 01:06:10,900
+size يكمل step رقم ثلاثة كانت عبارة عن ايه؟ عشان
+
+816
+01:06:10,900 --> 01:06:13,580
+نعمل selection هنا فبنرجع نعمل كمان مرة selection
+
+817
+01:06:13,580 --> 01:06:18,220
+عشان نختار نعمل لهم عملية crossover و mutation و
+
+818
+01:06:18,220 --> 01:06:24,400
+نوديهم للجيل الجديد خلصنا من رقم سبعة بعد هيك اكتمل
+
+819
+01:06:24,400 --> 01:06:29,000
+الـsize تبعنا كاملا بشكل كامل كويس بنروح لرقم تسعة
+
+820
+01:06:29,000 --> 01:06:31,480
+إذا اكتمل تماما إذا اكتمل تماما معناه أن أنا فعلا
+
+821
+01:06:31,480 --> 01:06:35,520
+صار عندي جيل جديد الجيل الجديد هذا بنرجع بنعيد نفس
+
+822
+01:06:35,520 --> 01:06:38,240
+النقاط عليه اللي هو من رقم اثنين من الخطوة رقم
+
+823
+01:06:38,240 --> 01:06:41,370
+اثنين الخطوة رقم اثنين ايش كانت بتقول Calculate the
+
+824
+01:06:41,370 --> 01:06:45,230
+performance عشان الجيل الجديد هذا كله نرجع نحسب له
+
+825
+01:06:45,230 --> 01:06:48,030
+الـperformance سمعتوا الـF of S و نرجع نعيد نفس
+
+826
+01:06:48,030 --> 01:06:54,030
+الكلام كمان مرة بهذا الشكل طيب أثبتت يعني معظم
+
+827
+01:06:54,030 --> 01:06:57,470
+التجارب أنه في حالات كثيرة إذا أنا معنى أنه أنقص
+
+828
+01:06:57,470 --> 01:07:01,130
+عدد الـrules الحقيقة ممكن تصل أنه عدد الـrules
+
+829
+01:07:01,130 --> 01:07:06,550
+تنقص 2% من الـinitial size يعني أنا بديت نفترض بـ
+
+830
+01:07:06,550 --> 01:07:14,280
+100 نفترض 100 rule 100 rules ممكن أصل في الآخر إذا
+
+831
+01:07:14,280 --> 01:07:18,320
+أنا محتاج أنقصها أقصى ما يمكن وشوية أتغاضى مثلا
+
+832
+01:07:18,320 --> 01:07:20,740
+عن الـperformance ممكن أصل لـtwo rules كافيين جدا
+
+833
+01:07:20,740 --> 01:07:27,510
+يكونوا كافيين في الحالة هذه تمام فإذا الـ2% هذه أقل
+
+834
+01:07:27,510 --> 01:07:30,950
+حالة ممكنة لكن طبعا إذا الـperformance يهُمّكوا لأ
+
+835
+01:07:30,950 --> 01:07:34,770
+ممكن أضحي بكمان ثلاثة أربعة rules زيادة نخليهم
+
+836
+01:07:34,770 --> 01:07:38,870
+أربعة rules مش بالضرورة يطلعوا اثنين من مئة يطلعوا
+
+837
+01:07:38,870 --> 01:07:42,510
+أربعة المهم أن الـperformance تكون أفضل ما يمكن
+
+838
+01:07:43,090 -->
\ No newline at end of file
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/COMc8x4GlMA.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/COMc8x4GlMA.srt
new file mode 100644
index 0000000000000000000000000000000000000000..0457e346865fb3e512b6480d32f64c062a893c57
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/COMc8x4GlMA.srt
@@ -0,0 +1,1406 @@
+1
+00:00:04,940 --> 00:00:07,000
+بسم الله الرحمن الرحيم الصلاة والسلام على أشرف
+
+2
+00:00:07,000 --> 00:00:11,840
+الأنبياء والمرسلين سيدنا محمد نكمل الآن موضوع ال
+
+3
+00:00:11,840 --> 00:00:15,760
+uncertainty management في الجزء الأخير المتبقي في
+
+4
+00:00:15,760 --> 00:00:19,160
+هذا الموضوع، واللي خاص بعملية الـ biasing اللي بدنا
+
+5
+00:00:19,160 --> 00:00:23,500
+ندرسها بالنسبة للـ Bayesian method بيكون فيه
+
+6
+00:00:23,500 --> 00:00:27,220
+biasing بيصير، أو انحياز أحيانًا، أو مغالطة بتصير
+
+7
+00:00:27,220 --> 00:00:30,780
+أحيانًا. بدنا نفهم إيش قصتها وإيش مشكلتها، ليش
+
+8
+00:00:30,780 --> 00:00:34,260
+بتحدث، وبعدين بدنا نتكلم عن مقارنة، أو comparison
+
+9
+00:00:34,260 --> 00:00:37,400
+between الـ two techniques اللي أخدناهم: الـ Bayesian
+
+10
+00:00:37,400 --> 00:00:40,660
+reasoning والـ answer اللي بتقوله الـ certainty
+
+11
+00:00:40,660 --> 00:00:44,470
+factor في موضوع الـ uncertainty management. نبدأ في
+
+12
+00:00:44,470 --> 00:00:47,890
+عملية الـ Pricing. في الـ Pricing كلنا عارفين أن الـ
+
+13
+00:00:47,890 --> 00:00:50,230
+probability أو الـ conditional probability اللي
+
+14
+00:00:50,230 --> 00:00:54,830
+احنا بنعتمد عليها بشكل أساسي، اللي هي probability  H
+
+15
+00:00:54,830 --> 00:00:59,290
+given E. كنا بنقول هي بتساوي القانون الرئيسي تبعها،
+
+16
+00:00:59,290 --> 00:01:04,190
+بتساوي الـ probability E given H مضروبة في
+
+17
+00:01:04,190 --> 00:01:10,660
+probability of H على probability of E. على الـ
+
+18
+00:01:10,660 --> 00:01:14,400
+probability of E. فهذا فعليًا كان القانون الأساسي
+
+19
+00:01:14,400 --> 00:01:17,000
+وواضح أن القانون الأساسي هذا عشان أحسب الـ
+
+20
+00:01:17,000 --> 00:01:21,120
+posterior probability، أنا محتاج prior knowledge
+
+21
+00:01:21,120 --> 00:01:26,860
+مسبقة، أو primary input، primary input لـ probability،
+
+22
+00:01:26,860 --> 00:01:32,260
+وهذه في كثير أحيانًا بنحتاج فيها حكم الشخص، أو
+
+23
+00:01:32,260 --> 00:01:35,580
+أحيانًا الشخص ممكن هو اللي بده يحكم في هذا الموضوع،
+
+24
+00:01:35,580 --> 00:01:41,440
+فبيحدث عندنا، بيصير مغالطة نتيجة أن أنا في عندي
+
+25
+00:01:41,440 --> 00:01:46,320
+قوانين، وفي عندي إحصائيات بتعطيني بعض المعلومات، و
+
+26
+00:01:46,320 --> 00:01:52,080
+بتدخل أحيانًا، أو بيصير human judgment، أو حكم من
+
+27
+00:01:52,080 --> 00:01:57,720
+الشخص هو، قد لا يكون مدرك تمامًا جد إيش علاقتها بالـ
+
+28
+00:01:57,720 --> 00:02:00,260
+probability theory نفسها، بالـ probability theory،
+
+29
+00:02:00,260 --> 00:02:06,460
+ففي الغالب بيكون في inconsistency بين الـ prior
+
+30
+00:02:06,460 --> 00:02:10,380
+knowledge اللي المفروض أن هي given by the expert، و
+
+31
+00:02:11,000 --> 00:02:14,500
+الـ probability نفسها اللي ناتجة من جزئية الـ
+
+32
+00:02:14,500 --> 00:02:17,920
+probability conditions نفسها. كويس؟ فهذه الحقيقة
+
+33
+00:02:17,920 --> 00:02:21,600
+وجدوا، الـ psychological research shows that وجدوا
+
+34
+00:02:21,600 --> 00:02:25,260
+أن الـ human cannot elicit probability، بيقدرش يختار
+
+35
+00:02:25,260 --> 00:02:28,080
+probability أو يحكم على الـ probability value
+
+36
+00:02:28,080 --> 00:02:32,320
+consistent with the Bayesian rules بشكل متناغم مع
+
+37
+00:02:32,320 --> 00:02:36,220
+القواعد الـ conditional probability، أو الـ Bayesian
+
+38
+00:02:37,020 --> 00:02:40,440
+أو الـ Bayesian rules. فهذه بتعملنا الحقيقة إشكالية...
+
+39
+00:02:40,440 --> 00:02:43,760
+بتعملنا إشكالية. عشان نكون واقعيين، هاتي نشوف مثال، و
+
+40
+00:02:43,760 --> 00:02:47,060
+نشوف كيف ممكن تصير الإشكالية هذه. فلو افترضنا أن
+
+41
+00:02:47,060 --> 00:02:51,800
+for example، في عندي مثال خاص بالـ starter...
+
+42
+00:02:51,800 --> 00:02:55,460
+starter السيارة. starter السيارة بالمناسبة هو الـ
+
+43
+00:02:55,460 --> 00:02:59,120
+motor اللي بيبدأ يشغل السيارة، بيبدأ يشغل محرك
+
+44
+00:02:59,120 --> 00:03:01,580
+السيارة، بحيث أن الـ pistons بيبدأ يحركهم عشان
+
+45
+00:03:01,580 --> 00:03:07,450
+يبدأوا ياخدوا البنزين، أو ياخدوا الـ fuel، ويتم عملية
+
+46
+00:03:07,450 --> 00:03:12,090
+الإحراق، وبناء عليه تتحرك السيارة. فالـ starter هذا
+
+47
+00:03:12,090 --> 00:03:16,590
+أو starter motor اللي بدنا نشتغل عليه في المثال
+
+48
+00:03:16,590 --> 00:03:21,830
+تبعنا، بدنا نفترض إنه له علاقة بـ odd noises، بمعنى
+
+49
+00:03:21,830 --> 00:03:24,770
+إنه لما بيعتل بيصير في حاجة اسمها odd noises، أو
+
+50
+00:03:24,770 --> 00:03:31,150
+صوت مزعج... صوت مزعج. فالـ symptom... ال... الـ
+
+51
+00:03:31,150 --> 00:03:36,670
+symptom... الـ symptom بتاعتنا، أو اللي هي العرض،
+
+52
+00:03:36,670 --> 00:03:38,990
+العرض اللي احنا سمعناه، أو الملاحظة اللي احنا
+
+53
+00:03:38,990 --> 00:03:44,150
+شوفناها، is the symptom is odd noises. Then the
+
+54
+00:03:44,150 --> 00:03:48,410
+starter is bad. جداش بقدر أكون واثق إنه فعلاً لما
+
+55
+00:03:48,410 --> 00:03:54,110
+عرض، إن سمعت صوت مزعج، معناته إن الـ starter فعليًا
+
+56
+00:03:54,110 --> 00:03:58,730
+خربان. symptom is odd noises، كمان مرة، then the
+
+57
+00:03:58,730 --> 00:04:03,790
+starter is bad with probability 0.7. 0.7. هذه rule
+
+58
+00:04:03,790 --> 00:04:07,550
+طيب، من الـ rule هذه، هاتي ناخدها منطقيًا ونمشي فيها،
+
+59
+00:04:07,550 --> 00:04:12,110
+نسلسل فيها شوية شوية، وبدنا نضطر نكتبها، لأن هناخد
+
+60
+00:04:12,110 --> 00:04:15,870
+حاجات، محتاجين نربطها في بعض معانا على الصبورة. فلو
+
+61
+00:04:15,870 --> 00:04:19,990
+قلنا، if، اختصارًا، خلينا نقول
+
+62
+00:04:23,350 --> 00:04:32,010
+odd noises then the starter is
+
+63
+00:04:32,010 --> 00:04:43,610
+bad،  0.7. طيب، الآن، هل بنستطيع
+
+64
+00:04:43,610 --> 00:04:47,810
+نقول من هذا الكلام إنه إذا كان الـ starter is not
+
+65
+00:04:47,810 --> 00:04:56,350
+bad، مع وجود noise، مع وجود noise؟ لأن هذه القاعدة الـ
+
+66
+00:04:56,350 --> 00:04:59,510
+rule هذه، الـ rule اللي احنا خدناها، نكتبها بلون تاني،
+
+67
+00:04:59,510 --> 00:05:02,610
+إيش أعطتني معلومة، بقدر أخد منها معلومة، أن
+
+68
+00:05:02,610 --> 00:05:09,850
+probability of starter is
+
+69
+00:05:09,850 --> 00:05:19,730
+bad given odd noises تساوي
+
+70
+00:05:19,730 --> 00:05:32,790
+0.7. تمام. طيب، لو قلنا probability of starter is
+
+71
+00:05:32,790 --> 00:05:42,710
+not bad given odd noises، المنطق إيش بيقول؟ إن هي
+
+72
+00:05:42,710 --> 00:05:47,090
+المكملة بتاعتها. إذا كان والله صار فيه صوت، فمعنى ذلك
+
+73
+00:05:47,090 --> 00:05:53,010
+70% أنه الـ starter فيه مشكلة، bad، معنى ذلك أنه 30%
+
+74
+00:05:53,010 --> 00:05:55,410
+أنه الـ starter ما صار فيه bad، صار الـ noise لكن
+
+75
+00:05:55,410 --> 00:06:03,230
+ما صار فيه bad. كويس؟ فإذا not bad بـ 0.3. 0.3 لعندي.
+
+76
+00:06:03,230 --> 00:06:08,760
+الآن، ماشية؟ ماشية. تمام. نكمل. فإذن بقدر أقول إنه the
+
+77
+00:06:08,760 --> 00:06:12,680
+symptom is odd noises، then the starter is good،
+
+78
+00:06:12,680 --> 00:06:17,280
+اللي هي not bad يعني، not bad with probability 0.3،
+
+79
+00:06:17,280 --> 00:06:24,060
+هي 0.3. not bad معناته good، معناته good. الحقيقة هذا
+
+80
+00:06:24,060 --> 00:06:28,940
+الكلام ضمني، ضمنيًا أنا هيك فهمت، والـ human هيك
+
+81
+00:06:28,940 --> 00:06:33,000
+بيحكم، الـ human بيحكم بهذه الطريقة، بطريقة إنه
+
+82
+00:06:33,000 --> 00:06:37,160
+مكملات لبعض. كل هالأمور، واللي هنكتشف لاحقًا إنه
+
+83
+00:06:37,160 --> 00:06:42,400
+ممكن توصلنا لتقدير خاطئ أحيانًا كقيم. طيب، الآن، لو
+
+84
+00:06:42,400 --> 00:06:45,440
+عكسنا، خلينا نعكسها، وقلنا
+
+85
+00:06:48,040 --> 00:06:52,320
+هدول الـ statistics قالت هيك، لأن نفس الـ statistics
+
+86
+00:06:52,320 --> 00:06:57,520
+في المثال هذا أعطتني معلومة أخرى، هي نفسها قالت: if
+
+87
+00:06:57,520 --> 00:07:07,200
+the starter، أو نكتبها مختصرًا، الـ starter is
+
+88
+00:07:07,200 --> 00:07:11,760
+bad، then
+
+89
+00:07:11,760 --> 00:07:16,680
+odd
+
+90
+00:07:18,670 --> 00:07:22,910
+noises، في أصوات غريبة، بنسبة قد إيش؟ أو باحتمالية
+
+91
+00:07:22,910 --> 00:07:31,350
+قد إيش؟ 0.85. برضه نفس الكلام، الـ statistics اللي قالت
+
+92
+00:07:31,350 --> 00:07:34,510
+الكلام هذا، الـ statistics اللي قالت الكلام هذا، بقدر
+
+93
+00:07:34,510 --> 00:07:38,410
+أستنتج من هذا الموضوع، من هذه، من النقطتين هدول، أو من
+
+94
+00:07:38,410 --> 00:07:47,630
+النقطة هذه، أن probability of odd، odd noises، if
+
+95
+00:07:48,520 --> 00:07:56,160
+starter، أو conditional starter is bad، بتساوي
+
+96
+00:07:56,160 --> 00:08:03,320
+0.85، وكمان probability، probability إنه ماصارش
+
+97
+00:08:03,320 --> 00:08:15,740
+noise، فإذا not odd noises، conditional
+
+98
+00:08:15,740 --> 00:08:16,600
+starter
+
+99
+00:08:19,840 --> 00:08:24,940
+is bad، إيش
+
+100
+00:08:24,940 --> 00:08:31,580
+هتساوي؟ المكملة، مكملتها. إذا أنا بقول، كنتيجة، هيظهر
+
+101
+00:08:31,580 --> 00:08:36,440
+عندي صوت، إذا إيش صار؟ إذا الـ starter خربان. طيب،
+
+102
+00:08:36,440 --> 00:08:41,900
+بنسبة 85%، معناته إنه لأ، ممكن ما يظهرش noise، والـ
+
+103
+00:08:41,900 --> 00:08:50,000
+starter برضه خربان، بالنسبة لمكملة اللي هي 15%. 15%.
+
+104
+00:08:50,000 --> 00:08:54,040
+تمام. تمام. اللي بالازرق هذه المعلومات أخدناها من الـ
+
+105
+00:08:54,040 --> 00:08:58,740
+statistics. احنا استنتجنا اللي بالاحمر، احنا
+
+106
+00:08:58,740 --> 00:09:03,440
+استنتجنا اللي بالاحمر. كويس؟ فلاحظ، هل استنتاجاتنا
+
+107
+00:09:03,440 --> 00:09:08,600
+احنا كـ human صحيحة ولا مش صحيحة؟ وكيف ممكن أربطها
+
+108
+00:09:08,600 --> 00:09:11,860
+الحقيقة في بعضها؟ هنربطها في بعضها من خلال إنه
+
+109
+00:09:11,860 --> 00:09:17,420
+محتاج prior knowledge، أو prior probability. إن أنا
+
+110
+00:09:17,420 --> 00:09:22,540
+بدي أرجع أستنتج هذه القيمة، القيمة هذه احنا
+
+111
+00:09:22,540 --> 00:09:27,140
+استنتجناها بشكل مباشر، لاحظوا، استنتجت بشكل مباشر
+
+112
+00:09:27,140 --> 00:09:31,360
+من الـ rule اللي أعطاني إياها، فأعطتني إن الـ starter is
+
+113
+00:09:31,360 --> 00:09:37,780
+bad، كنتيجة إذا had noises، أو حدثت had noises، كان
+
+114
+00:09:37,780 --> 00:09:43,660
+فيه صوت مزعج، بنسبة 70%. بنسبة 70%. حبدا نحاول نرجع
+
+115
+00:09:43,660 --> 00:09:47,840
+نستنتجها هذه من باقي الـ statistics التانية، من باقي
+
+116
+00:09:47,840 --> 00:09:50,560
+الـ statistics التانية، من القاعدة التانية، اللي
+
+117
+00:09:50,560 --> 00:09:53,560
+فهمنا كـ human خلينا نطلع الـ two probabilities،
+
+118
+00:09:53,560 --> 00:09:57,340
+هدول، كـ human طلعنا الـ two probabilities هدول،
+
+119
+00:09:57,340 --> 00:09:59,980
+وكملناهم في بعض، وقلنا: اه احنا هنا فاهمين الـ
+
+120
+00:09:59,980 --> 00:10:05,400
+probability، وخلصنا. الآن، المعلومة الأهم هي في أن
+
+121
+00:10:05,400 --> 00:10:09,000
+أحصل على هذا الـ term، لأن هذا الـ term أصبح يساوي الـ
+
+122
+00:10:09,000 --> 00:10:15,500
+probability لـ starter is
+
+123
+00:10:15,500 --> 00:10:24,880
+bad، conditional odd noise. هذا إيش بيساوي؟ الـ
+
+124
+00:10:24,880 --> 00:10:35,560
+probability لـ odd noise given starter is
+
+125
+00:10:35,560 --> 00:10:42,760
+bad، تمام، مضروبة في starter، أو الـ probability لـ
+
+126
+00:10:42,760 --> 00:10:47,300
+starter is bad. ارجعوا لها الـ conditional
+
+127
+00:10:47,300 --> 00:10:51,160
+probability equation، أول واحدة. probability of
+
+128
+00:10:51,160 --> 00:10:55,500
+starter is
+
+129
+00:10:55,500 --> 00:10:59,320
+bad، على
+
+130
+00:10:59,320 --> 00:11:03,080
+الـ
+
+131
+00:11:03,080 --> 00:11:08,280
+probability للـ odd noises، بس هنكتبها بطريقة شوية
+
+132
+00:11:08,280 --> 00:11:14,370
+نكمل فيها شغلنا، تكون مكتملة أكثر، على أساس أنه هنقول
+
+133
+00:11:14,370 --> 00:11:21,830
+probability of... probability of odd noise
+
+134
+00:11:21,830 --> 00:11:34,470
+conditional starter bad، مضروبة في احتمالية، أو الـ
+
+135
+00:11:34,470 --> 00:11:38,270
+probability لـ starter
+
+136
+00:11:40,940 --> 00:11:49,260
+bad، أو is bad، زائد، زائد، لسه هنكمل إن هو not bad، إن
+
+137
+00:11:49,260 --> 00:11:56,620
+هو not bad، زائد، أو الـ not odd noises، زائد
+
+138
+00:11:56,620 --> 00:12:07,600
+probability of not odd noises، conditional starter
+
+139
+00:12:12,040 --> 00:12:16,340
+bad، مضروبة في الـ probability لمين؟ في الـ
+
+140
+00:12:16,340 --> 00:12:25,140
+probability إن الـ... عفوا، هنا starter bad،
+
+141
+00:12:25,140 --> 00:12:33,620
+مظبوط. اه، starter bad، احنا عملناها مظبوط. not
+
+142
+00:12:33,620 --> 00:12:40,870
+برضه مظبوطة. Okay. لأ، كلامهم صحيح حتى الآن كله... كله
+
+143
+00:12:40,870 --> 00:12:51,570
+صحيح. 0. إن هي not في starter is
+
+144
+00:12:51,570 --> 00:12:53,790
+أو not bad.
+
+145
+00:13:02,530 --> 00:13:07,090
+الوقت، نرجع نشرحها كمان مرة، بس نخلص كتابة هنا.
+
+146
+00:13:07,090 --> 00:13:13,250
+starter is bad، وهنا
+
+147
+00:13:13,250 --> 00:13:22,350
+is bad، noise.
+
+148
+00:13:29,540 --> 00:13:36,100
+Okay. لأن إيش المعلومة اللي احنا محتاجينها؟ محتاجين
+
+149
+00:13:36,100 --> 00:13:39,680
+معلومة
+
+150
+00:13:39,680 --> 00:13:42,480
+إلى probability the starter is bad if car is...
+
+151
+00:13:42,480 --> 00:13:49,380
+doesn't start. فالـ expert supplies us the value of...
+
+152
+00:13:49,380 --> 00:13:55,640
+... اه، معناته محتاجين قد إيش الـ starter is bad، قد إيش
+
+153
+00:13:55,640 --> 00:13:57,340
+الـ starter is bad.
+
+154
+00:14:03,280 --> 00:14:08,200
+وهنا not bad. مظبوط. خلاص. طيب، هتنرجع نعيد المعادلة،
+
+155
+00:14:08,200 --> 00:14:11,920
+طبعًا احنا ترجمنا معادلة مين؟ معادلة الـ probability،
+
+156
+00:14:11,920 --> 00:14:15,300
+أو الـ conditional probability، عشان احصل على الـ
+
+157
+00:14:15,300 --> 00:14:19,500
+starter is bad given odd noises، فهي الـ probability،
+
+158
+00:14:19,500 --> 00:14:24,400
+starter is bad given odd noises، ستساوي probability،
+
+159
+00:14:24,400 --> 00:14:30,300
+odd noises given starter is bad، مضروبة في الـ
+
+160
+00:14:30,300 --> 00:14:35,050
+probability أن الـ starter is bad. تمام، على
+
+161
+00:14:35,050 --> 00:14:42,830
+probability of noises given starter is bad، في الـ
+
+162
+00:14:42,830 --> 00:14:47,430
+probability starter is bad، plus المكملة،
+
+163
+00:14:47,430 --> 00:14:59,230
+probability of noises given starter not bad، مضروبة
+
+164
+00:14:59,230 --> 00:15:02,340
+في مين؟ في الـ probability أن الـ starter not bad، اللي
+
+165
+00:15:02,340 --> 00:15:05,940
+هي المكملة... المكملة تاعتها. تمام. هذا الكلام اللي
+
+166
+00:15:05,940 --> 00:15:08,820
+احنا موجود عندنا، الحقيقة موجود من الـ rule التانية،
+
+167
+00:15:08,820 --> 00:15:11,440
+برضه من الـ statistics، بمعنى، هتنترجم هذا الكلام
+
+168
+00:15:11,440 --> 00:15:17,900
+لقيم، لقيم، عشان نحسبها، الـ... نبدأ بالـ odd،
+
+169
+00:15:17,900 --> 00:15:23,920
+probability odd noises given starter is bad، odd
+
+170
+00:15:23,920 --> 00:15:28,380
+noises given starter is bad، هيطلع إني إياها. فإذا
+
+171
+00:15:28,380 --> 00:15:29,420
+هتساوي
+
+172
+00:15:33,490 --> 00:15:38,190
+0.85، مضروبة
+
+173
+00:15:38,190 --> 00:15:45,530
+في starter is bad. فالآن، هذه القيمة، starter is bad،
+
+174
+00:15:45,530 --> 00:15:50,030
+لو ما عنديش عليها معلومة، ما فيش statistics واضحة عليها،
+
+175
+00:15:50,030 --> 00:15:54,770
+بدنا نضطر فيها إن نروح للـ human judgment، أو حكم
+
+176
+00:15:54,770 --> 00:16:00,970
+البشر فيها، إن نروح لميكانيكي شاطر، نعتبره، نعتبره
+
+177
+00:16:00,970 --> 00:16:05,770
+expert بالنسبة لنا، human expert، وأقول له قد إيش عدد
+
+178
+00:16:05,770 --> 00:16:09,030
+مرات الأعطال اللي بتحصل عندك، وبيكون دائم
+
+223
+00:19:52,160 --> 00:19:56,200
+prior probability. ال prior probability. تمام، هنضيف
+
+224
+00:19:56,200 --> 00:19:59,300
+إلى ذلك طبعا. لما نيجي نتكلم عن المقارنات اللي هي
+
+225
+00:19:59,300 --> 00:20:03,540
+لما نيجي نقارن comparison between ال Bayesian
+
+226
+00:20:04,130 --> 00:20:07,390
+reasoning و certainty factors. حاجة إن ال
+
+227
+00:20:07,390 --> 00:20:10,790
+probability هي أقدم، okay. كنا متفقين إن هي أقدم، و
+
+228
+00:20:10,790 --> 00:20:16,510
+بتتعامل مع statistics كتيرة، فهي أفضل كـ technique
+
+229
+00:20:16,510 --> 00:20:21,970
+with deal يعني، أو بتتعامل مع الـ exact و inexact
+
+230
+00:20:21,970 --> 00:20:24,670
+knowledge and random data. ال inexact knowledge
+
+231
+00:20:24,670 --> 00:20:29,600
+اللي هو الـ knowledge اللي مافيش human expert عنده
+
+232
+00:20:29,600 --> 00:20:33,180
+خلفية قوية فيها، فاحنا معتمدين على بيانات كبيرة،
+
+233
+00:20:33,180 --> 00:20:38,000
+وخلاص، البيانات الكبيرة هذه باخد مجموعة احتمالات
+
+234
+00:20:38,000 --> 00:20:40,740
+منها، مجموعة احتمالات بتطلع لي الـ Bayesian
+
+235
+00:20:40,740 --> 00:20:47,640
+reasoning أو التفكير المنطقي من ناحية conditional
+
+236
+00:20:47,640 --> 00:20:51,380
+probability، وبتطلع لي نتائج مش بالضروري يكون في
+
+237
+00:20:51,380 --> 00:20:58,470
+human expert بعرف فيها، زائد البيانات العشوائية، زائد
+
+238
+00:20:58,470 --> 00:21:01,310
+أنه ممكن تكون مناسبة جدا هنا في الـ random data،
+
+239
+00:21:01,310 --> 00:21:05,850
+فتشتغل بشكل كويس. هذا وين بنشوف الكلام هذا؟ الكلام
+
+240
+00:21:05,850 --> 00:21:08,970
+هذا، الحقيقة بنشوفه في الـ forecasting، في الأحوال
+
+241
+00:21:08,970 --> 00:21:12,930
+الجوية، زي المثالين اللي أخدناهم المحاضرتين
+
+242
+00:21:12,930 --> 00:21:17,350
+السابقتين. لما شرحنا الـ probability with rule، ولما
+
+243
+00:21:17,350 --> 00:21:20,610
+شرحنا certainty factor with rule، فكان الـ مثال
+
+244
+00:21:20,610 --> 00:21:23,650
+تبعنا هو forecasting. لأ، الـ forecasting. فهنَجد من
+
+245
+00:21:23,650 --> 00:21:26,350
+الـ probability كويسة في الـ forecasting، كويسة في
+
+246
+00:21:26,350 --> 00:21:30,610
+الـ planning، لإنه ما عنديش knowledge مسبقة عن الـ
+
+247
+00:21:30,610 --> 00:21:34,150
+forecasting، الحقيقة، كـ expert human، مش بالضروري إن
+
+248
+00:21:34,150 --> 00:21:38,920
+اليوم والله الجو صح، ومعناته بكرا مافيش مطر إطلاقا،
+
+249
+00:21:38,920 --> 00:21:43,420
+هذا حكمنا إحنا عادة، لكن الـ probability لأ، بتختلف،
+
+250
+00:21:43,420 --> 00:21:46,820
+لأن الـ probability بدها ترجع للسنوات السابقة، و
+
+251
+00:21:46,820 --> 00:21:51,100
+تشوف  كان الدرجات الحرارة، وكيف اتحركت، وكيف كيف
+
+252
+00:21:51,100 --> 00:21:54,520
+كيف، هذه صعبة للـ human expert يقعد يحفظها كاملة
+
+253
+00:21:54,520 --> 00:21:58,700
+بشكل كامل، ويعرف إمتى ممكن يتغير الجو، إمتى ممكن
+
+254
+00:21:58,700 --> 00:22:03,880
+يتغير الجو؟ طيب، فالـ statistical الحقيقة هنا بتكون
+
+255
+00:22:03,880 --> 00:22:08,800
+accurate. probability statements can be made، لأنه
+
+256
+00:22:08,800 --> 00:22:14,360
+بيصير من المناسب إن إحنا نعمل accurate probability
+
+257
+00:22:14,360 --> 00:22:21,100
+values، والقيم ممكن تكون جيدة. فهذه ميزة قوة للـ
+
+258
+00:22:21,100 --> 00:22:24,280
+probability. فإذن الآن إحنا في ظل إنه
+
+259
+00:22:27,640 --> 00:22:32,100
+وجدنا أو حطينا إيدنا على نقطة قوة للـ probability،
+
+260
+00:22:32,100 --> 00:22:38,200
+واللي هي إيش؟ الـ statistics. إن الـ statistics هي
+
+261
+00:22:38,200 --> 00:22:42,780
+مخزون من البيانات أو من المعلومات، من الصعب إن الـ
+
+262
+00:22:42,780 --> 00:22:48,100
+expert human يكون قادر على فهمه، أو إن يكون exactly
+
+263
+00:22:48,100 --> 00:22:55,550
+knowledge بالنسبة له. طيب، however، مع ذلك، في كتير من
+
+264
+00:22:55,550 --> 00:22:59,650
+التطبيقات، من التطبيقات اللي بنضطر نشتغل عليها
+
+265
+00:22:59,650 --> 00:23:03,590
+في الـ expert systems، مش هيكون متاح لها statistical
+
+266
+00:23:03,590 --> 00:23:08,570
+information بشكل كبير، مش هتكون متاحة بشكل كبير،
+
+267
+00:23:08,570 --> 00:23:13,110
+يعني في حاجات كتير، في أمراض كتير، أبسط طريقة منهم،
+
+268
+00:23:13,110 --> 00:23:15,910
+عادة، هذه طبعا هذه بتكون مناسبة جدا في الـ diagnosis،
+
+269
+00:23:16,880 --> 00:23:20,560
+في الـ diagnosis، أبسط حالة من هذه الحالات، الوضع
+
+270
+00:23:20,560 --> 00:23:23,620
+اللي إحنا فيه حاليا، في الكورونا. كورونا مافيش
+
+271
+00:23:23,620 --> 00:23:26,380
+knowledge عنها، لا يوجد knowledge عنها، فمافيش
+
+272
+00:23:26,380 --> 00:23:29,360
+statistical information، وعشان هيك مافيش
+
+273
+00:23:29,360 --> 00:23:32,560
+statistical information، فأنا مش قادر أعالج، ولا
+
+274
+00:23:32,560 --> 00:23:37,010
+أصنف، أعمل diagnosis طبي، medical diagnosis. فهذه
+
+275
+00:23:37,010 --> 00:23:39,790
+الأمور اللي زيها دي، لأ، في الـ probability هتكون
+
+276
+00:23:39,790 --> 00:23:43,350
+صعبة تتعامل مع حالة بهذه الحالة، Corona. طب ما هو
+
+277
+00:23:43,350 --> 00:23:46,870
+ما كانش في Corona سابقا، عشان نقدر نحكم عليها إيش بده
+
+278
+00:23:46,870 --> 00:23:49,190
+يصير، أو كيف ممكن نعالجها، أو كيف ممكن نعمل
+
+279
+00:23:49,190 --> 00:23:54,950
+diagnosis، أو diagnostic process، معالجة تشخيصية، إنه
+
+280
+00:23:54,950 --> 00:23:58,310
+نقدر نشخصها. بنقول إيش بالظبط، هذه لازم يكون فيه
+
+281
+00:23:58,310 --> 00:24:01,430
+knowledge مسبقة، والـ knowledge المسبقة الآن مثلا،
+
+282
+00:24:01,430 --> 00:24:04,890
+بدأوا يتعاملوا معاها من خلال الحالات اللي بتصاب،
+
+283
+00:24:04,890 --> 00:24:08,670
+قد ايش عدد حالات في تزايد، وبتصاب، تمثل الآن
+
+284
+00:24:08,670 --> 00:24:12,270
+statistics، بتمثل الآن إحصائية، عشان إنه يبدأوا
+
+285
+00:24:12,270 --> 00:24:16,170
+يفحصوها، يشوفوا عينات الدم، يشوفوا عينات الجسم
+
+286
+00:24:16,170 --> 00:24:20,470
+كاملة، كيف بيصير الـ behavior للجسم أثناء انتقاله
+
+287
+00:24:20,470 --> 00:24:24,990
+من مرحلة لمرحلة، فبتصير الـ statistics. أما بشكل عام،
+
+288
+00:24:24,990 --> 00:24:32,830
+في الـ diagnosis، الـ probability بتفشل، أو خليني أقول
+
+289
+00:24:32,830 --> 00:24:35,730
+بتاخد وقت، لأنه محتاج يصير عندها knowledge، محتاج
+
+290
+00:24:35,730 --> 00:24:39,310
+يصير فيه knowledge من خلال البيانات هذه. ففي الحالة
+
+291
+00:24:39,310 --> 00:24:44,690
+هذه، أكيد الـ Bayesian method unsuitable for this
+
+292
+00:24:44,690 --> 00:24:49,210
+work، أو their work. أكيد مش هتقدر تشتغل كويس. فهذا
+
+293
+00:24:49,210 --> 00:24:55,870
+بيحفظنا الحقيقة، الـ dissatisfaction، عدم الرضا، في
+
+294
+00:24:55,870 --> 00:24:58,230
+هيك حالة عن الـ probability، أكيد هيعمل motivation،
+
+295
+00:24:58,230 --> 00:25:03,170
+هيعمل حث، إن إحنا نروح نطور لـ certainty factors
+
+296
+00:25:03,170 --> 00:25:07,950
+theorem. فلو روحنا طورناها، واشتغلنا عليها، هنَجد إن
+
+297
+00:25:07,950 --> 00:25:13,000
+هي بالرغم، بالرغم من إن هي فيها lacks the
+
+298
+00:25:13,000 --> 00:25:18,540
+mathematical correctness، هي بتفتقر للبيانات
+
+299
+00:25:18,540 --> 00:25:23,240
+الصحيحة حسابيا أو رياضيا. ليش؟ لإنه بنعتمد فيها
+
+300
+00:25:23,240 --> 00:25:27,960
+على الـ human expert. فعشان هيك، مين اللي بدهم يجدوا
+
+301
+00:25:27,960 --> 00:25:31,790
+الآن علاج للـ Corona؟ الأطباء، الأطباء، كل واحد
+
+302
+00:25:31,790 --> 00:25:34,330
+واجتهادُه، كل ما كان الـ knowledge تبعته أعلى في
+
+303
+00:25:34,330 --> 00:25:38,850
+مجاله، فهنعتمد عليه أكثر. إن هم اللي حاولوا يشوفوا لنا
+
+304
+00:25:38,850 --> 00:25:44,050
+علاج، مش الـ statistics، مش الـ statistics. فزي ما قلنا
+
+305
+00:25:44,050 --> 00:25:47,990
+في الحالة هذه بتصير outperformers subjective
+
+306
+00:25:47,990 --> 00:25:54,190
+Bayesian reasoning in the areas زي الـ diagnostics
+
+307
+00:25:54,190 --> 00:25:57,750
+أو الـ diagnosis، أو الـ diagnosis. فواضح إنه هيكون في
+
+308
+00:25:57,750 --> 00:26:07,440
+تفوق هنا للـ expert، أو للـ certainty factor، عن اللي
+
+309
+00:26:07,440 --> 00:26:11,020
+هو probability. طيب، بالرغم من ذلك، الـ certainty
+
+310
+00:26:11,020 --> 00:26:14,040
+factors are used in cases where the probabilities
+
+311
+00:26:14,040 --> 00:26:19,540
+are not known or too difficult or expensive to
+
+312
+00:26:19,540 --> 00:26:24,620
+obtain. كل هذه الحقيقة عناصر بتخلينا نتوجه أكثر للـ
+
+313
+00:26:24,620 --> 00:26:27,400
+certainty factors، اللي هي إن الـ probability غير
+
+314
+00:26:27,400 --> 00:26:32,530
+معروفة، إنه too difficult أن أحصل عليها، هي صعبة
+
+315
+00:26:32,530 --> 00:26:37,310
+الحصول عليها، إنه expensive، وكلنا كباحثين عارفين إن
+
+316
+00:26:37,310 --> 00:26:40,170
+في قواعد بيانات، عشان أحصل عليها بدي أدفع أحيانا،
+
+317
+00:26:40,170 --> 00:26:45,090
+بدنا ندفع ثمن هذه البيانات، فممكن تكون more
+
+318
+00:26:45,090 --> 00:26:49,150
+expensive أن أحصل عليها، فبيصير مناسب إن أشوف، أو
+
+319
+00:26:49,150 --> 00:26:52,190
+أعمل لقاء، أو أكون أحد الـ team اللي معانا في الشغل،
+
+320
+00:26:52,190 --> 00:26:57,090
+هو human expert، يفيدني في حكاية الـ certainty factor.
+
+321
+00:26:57,090 --> 00:27:01,510
+في حكاية الـ certainty factor. هنضيف إلى ذلك كمان في
+
+322
+00:27:01,510 --> 00:27:04,810
+الـ evidences، مش ذاكرين الـ evidences، لما كنا بنقول
+
+323
+00:27:04,810 --> 00:27:09,190
+في or و and، والأمور دي كلها، هذه شوية هتكون أصعب
+
+324
+00:27:09,190 --> 00:27:14,310
+مع الـ probability، لكن هي لما أتكلم عن الـ evidences
+
+325
+00:27:14,310 --> 00:27:18,210
+with different degrees of belief، كانت من سهل جدا
+
+326
+00:27:18,210 --> 00:27:22,150
+اتعاملنا معاها بشكل بسيط جدا، لما شرحنا الـ
+
+327
+00:27:22,150 --> 00:27:26,370
+certainty factor. كانت جيدة، والتعامل معها سلس، ومش
+
+328
+00:27:26,370 --> 00:27:30,570
+محتاج، وهذا الأهم، مش محتاج تعقيد حسابات، مش محتاج
+
+329
+00:27:30,570 --> 00:27:34,350
+تعقيد حسابات. طيب، الـ certainty factor برضه كـ
+
+330
+00:27:34,350 --> 00:27:39,050
+approach، هي بتعطيني أفضل explanations of the
+
+331
+00:27:39,050 --> 00:27:42,310
+control flow through a rule based expert system.
+
+332
+00:27:42,310 --> 00:27:46,290
+برضه في الـ expert system، لو رجعتوا، لو محاضرة الـ
+
+333
+00:27:46,290 --> 00:27:50,180
+expert system، هتجدوا إن إحنا حطينا flow chart، أو
+
+334
+00:27:50,180 --> 00:27:53,160
+حطينا block diagram، وكان في عندي الـ knowledge base،
+
+335
+00:27:53,160 --> 00:27:56,140
+وكان في عندي الـ database، والاتنين كانوا بيروحوا للـ
+
+336
+00:27:56,140 --> 00:27:58,680
+inference، والـ inference، أنتو متذكرين، كان فيه
+
+337
+00:27:58,680 --> 00:28:02,100
+تحت كلمة explanation، إيش يعني explanation؟ يعني إذا
+
+338
+00:28:02,100 --> 00:28:05,820
+أنا بدي أتأكد من الـ expert system شغال بشكل صحيح،
+
+339
+00:28:05,820 --> 00:28:10,640
+بكل بساطة، بقدر أروح وأشوف الاستنتاج، هو كيف
+
+340
+00:28:10,640 --> 00:28:13,820
+استنتج، هيقول من الـ rule رقم كذا، استنتجت رقم
+
+341
+00:28:13,820 --> 00:28:17,400
+كذا، من الـ rule رقم كذا، استخدمت الـ rule رقم كذا، و
+
+342
+00:28:17,400 --> 00:28:20,940
+لأن هنا conjunction، فأنا أخدت الـ، الـ conjunction،
+
+343
+00:28:20,940 --> 00:28:25,000
+أخذت الأقل، وهنا or، أو disjunction، أخدت الأكبر،
+
+344
+00:28:25,000 --> 00:28:29,060
+فسهل جدا تتبع الـ expert system تبعنا. في الـ
+
+345
+00:28:29,060 --> 00:28:31,300
+probability، الأمور بتكون أصعب شوية، لإني
+
+346
+00:28:31,300 --> 00:28:34,180
+بتعامل مع statistics، والـ statistics هذه ممكن
+
+347
+00:28:34,180 --> 00:28:36,860
+تكون ضخمة جدا، وكبيرة جدا، ومرهقة إننا نقعد
+
+348
+00:28:36,860 --> 00:28:40,880
+نتبعها، نقعد نتابعها. قد يحدث إن إحنا نتابع فقط
+
+349
+00:28:40,880 --> 00:28:43,520
+تنفيذها للـ rule، لا أكثر ولا أقل، لكن أنا ما بقدر
+
+350
+00:28:43,520 --> 00:28:48,540
+أتبعها كاملة، إن هل فعلا هذه القيم دقيقة مائة
+
+351
+00:28:48,540 --> 00:28:52,220
+بالمائة ولا لأ. إحنا مش بنقول إن هي مش دقيقة، ولكن
+
+352
+00:28:52,220 --> 00:28:55,360
+تتبعها، عملية الـ explanation هي اللي هتكون صعبة.
+
+353
+00:28:56,770 --> 00:29:02,870
+Okay. في الـ Bayesian برضه، في المقابل، هي أفضل من حيث
+
+354
+00:29:02,870 --> 00:29:08,070
+الدقة، لكن بتعتمد على statistical data exists، إن
+
+355
+00:29:08,070 --> 00:29:11,870
+وجود الـ statistical data. إذا كان والله موجود الـ
+
+356
+00:29:11,870 --> 00:29:15,950
+statistical data، فبيكون مناسب جدا، بيكون مناسب
+
+357
+00:29:15,950 --> 00:29:21,610
+جدا في حالة، في الحالة هذه، بده يكون في عند الـ
+
+358
+00:29:21,610 --> 00:29:25,070
+knowledge engineer، بده يشتغل، وهو اللي بده يقود
+
+359
+00:29:25,760 --> 00:29:28,300
+جزئية الـ probability، لإنه بده يشتغل على الـ
+
+360
+00:29:28,300 --> 00:29:30,660
+probability، وبده يشتغل على الـ expert، كمان بده
+
+361
+00:29:30,660 --> 00:29:36,440
+يكون متوفر لإيش؟ لـ الـ serious decision analytical
+
+362
+00:29:36,440 --> 00:29:41,180
+conversation.
+
+363
+00:29:41,180 --> 00:29:44,820
+بمعنى إنه في الـ conversations، المحاورة، اللي حاتكون
+
+364
+00:29:44,820 --> 00:29:47,920
+بين قائد الفريق كله، اللي هو الـ knowledge engineer،
+
+365
+00:29:47,920 --> 00:29:51,200
+والـ expert، بحيث إنه يحددوا certainty factor بشكل
+
+366
+00:29:51,200 --> 00:29:55,370
+مناسب. مش certainty factor كـ certainty factor، ولكن
+
+367
+00:29:55,370 --> 00:29:59,570
+عشان يكمل المعلومات لـ الـ probability، لـ الـ
+
+368
+00:29:59,570 --> 00:30:02,790
+probability، يقولنا إنه في prior knowledge ضرورية،
+
+369
+00:30:02,790 --> 00:30:06,470
+الـ prior knowledge ضرورية هذه، لازم حدا يكملها، و
+
+370
+00:30:06,470 --> 00:30:08,230
+طبعا الـ knowledge engineer، هو مافي النهاية،
+
+371
+00:30:08,230 --> 00:30:11,990
+engineer، مش هيكون خبير في كل المجالات، فلازم يكون
+
+372
+00:30:11,990 --> 00:30:15,190
+في حدا إيه؟ علاقة بالـ domain expert، كـ domain expert،
+
+373
+00:30:15,190 --> 00:30:20,550
+يشتغل عليها. طيب، الإشكالية قعدت في الـ، في الـ
+
+374
+00:30:20,550 --> 00:30:26,250
+Bayesian approach might be too arbitrary and even
+
+375
+00:30:26,250 --> 00:30:33,350
+biased to produce meaningful results. بمعنى إنه
+
+376
+00:30:33,350 --> 00:30:36,150
+ممكن جدا يصير الـ biasing اللي إحنا اتكلمنا عنه في
+
+377
+00:30:36,150 --> 00:30:41,060
+فهمنا لـ، الـ Bayesian rule، أو الـ conditional
+
+378
+00:30:41,060 --> 00:30:44,220
+probability، من خلال إنه يكون في عنده بعض الـ
+
+379
+00:30:44,220 --> 00:30:48,000
+conditions، specific conditions، غائبة، بعض الـ rules
+
+380
+00:30:48,000 --> 00:30:51,960
+مش موجودة، أحيانا أحد الـ terms في الـ، في القواعد
+
+381
+00:30:51,960 --> 00:30:55,120
+البيانات، ممكن ما تكونش موجودة، أو تكون مفقودة، فبتـ
+
+382
+00:30:55,120 --> 00:30:58,680
+يعني خليني أقول، بتقلل من مصداقية الـ statistical
+
+383
+00:30:59,740 --> 00:31:02,360
+information بتاعتنا، واللي هنحتاجها في الآخر للـ
+
+384
+00:31:02,360 --> 00:31:05,400
+probability، للبيزيان rule، أو للبيزيان approach.
+
+385
+00:31:05,400 --> 00:31:11,480
+وهذا هيخليها arbitrary شوية، فيها عشوائية، فيها، أو
+
+386
+00:31:11,480 --> 00:31:15,760
+خليني أقول فيها biasing، انحياز للبيانات اللي تم
+
+387
+00:31:15,760 --> 00:31:21,130
+فقدها. وهذا طبعا هيكون إشكال، هيكون إشكال. في هيك
+
+388
+00:31:21,130 --> 00:31:25,750
+حالة، هكون من باب أدعى إنه نرجع برضه للـ domain، أو
+
+389
+00:31:25,750 --> 00:31:30,090
+للـ human expert، عشان يكمل لنا هذه المعلومات. الحاجة
+
+390
+00:31:30,090 --> 00:31:32,650
+الأهم اللي بتخلي الناس تروح لـ uncertainty factor،
+
+391
+00:31:32,650 --> 00:31:36,450
+هي إن الـ Bayesian rule exponential complexity،
+
+392
+00:31:36,450 --> 00:31:42,300
+exponential complexity، من ناحية time والـ space، و
+
+393
+00:31:42,300 --> 00:31:46,020
+هذه أكبر مشكلة ممكنة، لما يكون عنده الـ knowledge
+
+394
+00:31:46,020 --> 00:31:49,740
+كبيرة، الـ knowledge عنده كبيرة. فأهم نقطة، وكل
+
+395
+00:31:49,740 --> 00:31:53,440
+مهندسين حاسوب يعلموا ذلك، أهم نقطة هي الـ complexity،
+
+396
+00:31:53,440 --> 00:3
\ No newline at end of file
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/COMc8x4GlMA_raw.json b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/COMc8x4GlMA_raw.json
new file mode 100644
index 0000000000000000000000000000000000000000..eee28d39f27d8e08a9d12632bf75629a0fcaa0e6
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/COMc8x4GlMA_raw.json
@@ -0,0 +1 @@
+{"segments": [{"id": 1, "seek": 1970, "start": 4.94, "end": 19.7, "text": "بسم الله الرحمن الرحيم الصلاة والسلام على أشرف الأنبياء و المرسلين سيدنا محمد نكمل الآن موضوع ال uncertainty management في الجزء الأخير المتبقي في هذا الموضوع و اللي خاص بعملية ال biasing اللي بدنا ندرسها", "tokens": [3555, 38251, 21984, 34892, 5016, 27842, 34892, 5016, 32640, 31767, 15040, 3660, 16070, 3794, 37440, 15844, 5551, 8592, 28480, 16247, 1863, 21292, 16606, 4032, 9673, 2288, 3794, 1211, 9957, 8608, 25708, 8315, 3714, 35571, 3215, 8717, 24793, 1211, 6024, 48506, 3714, 2407, 11242, 45367, 2423, 15697, 4592, 8978, 25724, 11622, 38207, 16247, 9778, 13546, 9673, 2655, 3555, 38436, 8978, 23758, 9673, 2407, 11242, 45367, 4032, 13672, 1829, 16490, 33546, 4724, 25957, 1211, 10632, 2423, 3228, 3349, 13672, 1829, 47525, 8315, 8717, 3215, 2288, 3794, 11296], "avg_logprob": -0.11255450416789499, "compression_ratio": 1.6634615384615385, "no_speech_prob": 1.1324882507324219e-06, "words": [{"start": 4.94, "end": 5.22, "word": "بسم", "probability": 0.814453125}, {"start": 5.22, "end": 5.34, "word": " الله", "probability": 0.9384765625}, {"start": 5.34, "end": 5.62, "word": " الرحمن", "probability": 0.9630533854166666}, {"start": 5.62, "end": 5.94, "word": " الرحيم", "probability": 0.9944661458333334}, {"start": 5.94, "end": 6.24, "word": " الصلاة", "probability": 0.75390625}, {"start": 6.24, "end": 6.6, "word": " والسلام", "probability": 0.9166666666666666}, {"start": 6.6, "end": 6.76, "word": " على", "probability": 0.46142578125}, {"start": 6.76, "end": 7.0, "word": " أشرف", "probability": 0.98583984375}, {"start": 7.0, "end": 7.48, "word": " الأنبياء", "probability": 0.9901123046875}, {"start": 7.48, "end": 7.56, "word": " و", "probability": 0.7119140625}, {"start": 7.56, "end": 8.1, "word": " المرسلين", "probability": 0.857373046875}, {"start": 8.1, "end": 8.48, "word": " سيدنا", "probability": 0.9568684895833334}, {"start": 8.48, "end": 9.06, "word": " محمد", "probability": 0.9895833333333334}, {"start": 9.06, "end": 10.18, "word": " نكمل", "probability": 0.9156901041666666}, {"start": 10.18, "end": 10.56, "word": " الآن", "probability": 0.787109375}, {"start": 10.56, "end": 11.4, "word": " موضوع", "probability": 0.9530029296875}, {"start": 11.4, "end": 11.84, "word": " ال", "probability": 0.96142578125}, {"start": 11.84, "end": 12.68, "word": " uncertainty", "probability": 0.80859375}, {"start": 12.68, "end": 13.54, "word": " management", "probability": 0.853515625}, {"start": 13.54, "end": 13.86, "word": " في", "probability": 0.8798828125}, {"start": 13.86, "end": 14.14, "word": " الجزء", "probability": 0.9871419270833334}, {"start": 14.14, "end": 14.58, "word": " الأخير", "probability": 0.9178059895833334}, {"start": 14.58, "end": 15.28, "word": " المتبقي", "probability": 0.9151611328125}, {"start": 15.28, "end": 15.76, "word": " في", "probability": 0.97216796875}, {"start": 15.76, "end": 15.96, "word": " هذا", "probability": 0.9794921875}, {"start": 15.96, "end": 16.5, "word": " الموضوع", "probability": 0.9990234375}, {"start": 16.5, "end": 16.84, "word": " و", "probability": 0.69384765625}, {"start": 16.84, "end": 16.98, "word": " اللي", "probability": 0.924560546875}, {"start": 16.98, "end": 17.24, "word": " خاص", "probability": 0.991455078125}, {"start": 17.24, "end": 17.8, "word": " بعملية", "probability": 0.942138671875}, {"start": 17.8, "end": 18.28, "word": " ال", "probability": 0.95458984375}, {"start": 18.28, "end": 18.78, "word": " biasing", "probability": 0.588134765625}, {"start": 18.78, "end": 18.94, "word": " اللي", "probability": 0.93603515625}, {"start": 18.94, "end": 19.16, "word": " بدنا", "probability": 0.934814453125}, {"start": 19.16, "end": 19.7, "word": " ندرسها", "probability": 0.99453125}], "temperature": 1.0}, {"id": 2, "seek": 4292, "start": 20.7, "end": 42.92, "text": "بالنسبة ل ال Bayesian method بيكون فيه biasing بيصير أو انحياز أحيانا أو مغالطة بتصير أحيانا، بدنا نفهم إيش قصتها و إيش مشكلتها، ليش بتحدث، و بعدين بدنا نتكلم عن مقارنة أو comparison between ال two techniques اللي أخدناهم ال Bayesian reasoning و ال answer اللي بتقوله ال certainty factor في موضوع ال uncertainty management", "tokens": [3555, 6027, 1863, 35457, 3660, 5296, 2423, 7840, 42434, 3170, 4724, 1829, 30544, 8978, 3224, 3228, 3349, 4724, 1829, 9381, 13546, 34051, 16472, 5016, 1829, 31377, 5551, 5016, 1829, 7649, 995, 34051, 3714, 17082, 6027, 9566, 3660, 39894, 9381, 13546, 5551, 5016, 1829, 7649, 995, 12399, 47525, 8315, 8717, 5172, 16095, 11933, 1829, 8592, 12174, 9381, 2655, 11296, 4032, 11933, 1829, 8592, 37893, 28820, 2655, 11296, 12399, 32239, 8592, 39894, 24401, 12984, 12399, 4032, 39182, 9957, 47525, 8315, 8717, 2655, 4117, 19528, 18871, 3714, 4587, 9640, 1863, 3660, 34051, 9660, 1296, 2423, 732, 7512, 13672, 1829, 5551, 9778, 3215, 8315, 16095, 2423, 7840, 42434, 21577, 4032, 2423, 1867, 13672, 1829, 39894, 39648, 3224, 2423, 27022, 5952, 8978, 3714, 2407, 11242, 45367, 2423, 15697, 4592], "avg_logprob": -0.13374999809265137, "compression_ratio": 1.6724738675958188, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 20.700000000000003, "end": 21.42, "word": "بالنسبة", "probability": 0.9896484375}, {"start": 21.42, "end": 21.62, "word": " ل", "probability": 0.58154296875}, {"start": 21.62, "end": 21.88, "word": " ال", "probability": 0.79833984375}, {"start": 21.88, "end": 22.24, "word": " Bayesian", "probability": 0.783447265625}, {"start": 22.24, "end": 22.74, "word": " method", "probability": 0.93505859375}, {"start": 22.74, "end": 23.34, "word": " بيكون", "probability": 0.784912109375}, {"start": 23.34, "end": 23.5, "word": " فيه", "probability": 0.893310546875}, {"start": 23.5, "end": 24.0, "word": " biasing", "probability": 0.86474609375}, {"start": 24.0, "end": 24.44, "word": " بيصير", "probability": 0.8863525390625}, {"start": 24.44, "end": 24.62, "word": " أو", "probability": 0.90087890625}, {"start": 24.62, "end": 25.18, "word": " انحياز", "probability": 0.85107421875}, {"start": 25.18, "end": 25.68, "word": " أحيانا", "probability": 0.929296875}, {"start": 25.68, "end": 25.88, "word": " أو", "probability": 0.7939453125}, {"start": 25.88, "end": 26.84, "word": " مغالطة", "probability": 0.8923828125}, {"start": 26.84, "end": 27.22, "word": " بتصير", "probability": 0.9524739583333334}, {"start": 27.22, "end": 28.24, "word": " أحيانا،", "probability": 0.9247233072916666}, {"start": 28.24, "end": 28.44, "word": " بدنا", "probability": 0.66455078125}, {"start": 28.44, "end": 28.7, "word": " نفهم", "probability": 0.99169921875}, {"start": 28.7, "end": 28.84, "word": " إيش", "probability": 0.7012532552083334}, {"start": 28.84, "end": 29.26, "word": " قصتها", "probability": 0.8182373046875}, {"start": 29.26, "end": 29.36, "word": " و", "probability": 0.908203125}, {"start": 29.36, "end": 29.5, "word": " إيش", "probability": 0.8610026041666666}, {"start": 29.5, "end": 30.64, "word": " مشكلتها،", "probability": 0.9666015625}, {"start": 30.64, "end": 30.78, "word": " ليش", "probability": 0.972900390625}, {"start": 30.78, "end": 31.34, "word": " بتحدث،", "probability": 0.890625}, {"start": 31.34, "end": 31.38, "word": " و", "probability": 0.82177734375}, {"start": 31.38, "end": 31.62, "word": " بعدين", "probability": 0.943359375}, {"start": 31.62, "end": 31.8, "word": " بدنا", "probability": 0.91455078125}, {"start": 31.8, "end": 32.18, "word": " نتكلم", "probability": 0.9957275390625}, {"start": 32.18, "end": 32.48, "word": " عن", "probability": 0.98828125}, {"start": 32.48, "end": 33.5, "word": " مقارنة", "probability": 0.99375}, {"start": 33.5, "end": 33.78, "word": " أو", "probability": 0.9443359375}, {"start": 33.78, "end": 34.26, "word": " comparison", "probability": 0.970703125}, {"start": 34.26, "end": 34.72, "word": " between", "probability": 0.79052734375}, {"start": 34.72, "end": 35.54, "word": " ال", "probability": 0.97314453125}, {"start": 35.54, "end": 35.76, "word": " two", "probability": 0.9580078125}, {"start": 35.76, "end": 36.12, "word": " techniques", "probability": 0.97265625}, {"start": 36.12, "end": 36.24, "word": " اللي", "probability": 0.982421875}, {"start": 36.24, "end": 36.76, "word": " أخدناهم", "probability": 0.9732421875}, {"start": 36.76, "end": 37.04, "word": " ال", "probability": 0.88330078125}, {"start": 37.04, "end": 37.4, "word": " Bayesian", "probability": 0.943359375}, {"start": 37.4, "end": 38.28, "word": " reasoning", "probability": 0.93115234375}, {"start": 38.28, "end": 38.94, "word": " و", "probability": 0.8076171875}, {"start": 38.94, "end": 39.3, "word": " ال", "probability": 0.67236328125}, {"start": 39.3, "end": 39.54, "word": " answer", "probability": 0.83935546875}, {"start": 39.54, "end": 39.68, "word": " اللي", "probability": 0.929931640625}, {"start": 39.68, "end": 39.98, "word": " بتقوله", "probability": 0.4167073567708333}, {"start": 39.98, "end": 40.16, "word": " ال", "probability": 0.90576171875}, {"start": 40.16, "end": 40.66, "word": " certainty", "probability": 0.87060546875}, {"start": 40.66, "end": 41.28, "word": " factor", "probability": 0.9296875}, {"start": 41.28, "end": 41.7, "word": " في", "probability": 0.873046875}, {"start": 41.7, "end": 41.98, "word": " موضوع", "probability": 0.990234375}, {"start": 41.98, "end": 42.08, "word": " ال", "probability": 0.9599609375}, {"start": 42.08, "end": 42.36, "word": " uncertainty", "probability": 0.96044921875}, {"start": 42.36, "end": 42.92, "word": " management", "probability": 0.86474609375}], "temperature": 1.0}, {"id": 3, "seek": 6555, "start": 43.97, "end": 65.55, "text": "نبدأ في عملية الـ Pricing في الـ Pricing كلنا عارفين أن ال probability أو ال condition ال probability اللي احنا بنعتمد عليها بشكل أساسي اللي هي probability H given E كنا بنقول هي بتساوي القانون الرئيسي تبعها بتساوي ال probability E given H مضروبة في probability of H", "tokens": [1863, 44510, 10721, 8978, 6225, 42213, 10632, 2423, 39184, 430, 1341, 278, 8978, 2423, 39184, 430, 1341, 278, 28242, 8315, 6225, 9640, 5172, 9957, 14739, 2423, 8482, 34051, 2423, 4188, 2423, 8482, 13672, 1829, 1975, 5016, 8315, 44945, 34268, 2304, 3215, 25894, 11296, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 13672, 1829, 39896, 8482, 389, 2212, 462, 9122, 8315, 44945, 39648, 39896, 39894, 3794, 995, 45865, 25062, 7649, 11536, 34892, 19986, 1829, 3794, 1829, 6055, 3555, 3615, 11296, 39894, 3794, 995, 45865, 2423, 8482, 462, 2212, 389, 3714, 11242, 32887, 49401, 8978, 8482, 295, 389], "avg_logprob": -0.13785807493453225, "compression_ratio": 1.8309859154929577, "no_speech_prob": 7.152557373046875e-07, "words": [{"start": 43.97, "end": 44.39, "word": "نبدأ", "probability": 0.9619140625}, {"start": 44.39, "end": 44.47, "word": " في", "probability": 0.85498046875}, {"start": 44.47, "end": 44.71, "word": " عملية", "probability": 0.99365234375}, {"start": 44.71, "end": 44.91, "word": " الـ", "probability": 0.619873046875}, {"start": 44.91, "end": 45.27, "word": " Pricing", "probability": 0.7106119791666666}, {"start": 45.27, "end": 45.75, "word": " في", "probability": 0.489501953125}, {"start": 45.75, "end": 45.91, "word": " الـ", "probability": 0.81005859375}, {"start": 45.91, "end": 46.29, "word": " Pricing", "probability": 0.8943684895833334}, {"start": 46.29, "end": 46.73, "word": " كلنا", "probability": 0.876953125}, {"start": 46.73, "end": 47.11, "word": " عارفين", "probability": 0.9654541015625}, {"start": 47.11, "end": 47.33, "word": " أن", "probability": 0.5048828125}, {"start": 47.33, "end": 47.89, "word": " ال", "probability": 0.810546875}, {"start": 47.89, "end": 48.53, "word": " probability", "probability": 0.42041015625}, {"start": 48.53, "end": 48.99, "word": " أو", "probability": 0.84033203125}, {"start": 48.99, "end": 49.09, "word": " ال", "probability": 0.9228515625}, {"start": 49.09, "end": 49.43, "word": " condition", "probability": 0.8857421875}, {"start": 49.43, "end": 49.61, "word": " ال", "probability": 0.427490234375}, {"start": 49.61, "end": 50.03, "word": " probability", "probability": 0.91748046875}, {"start": 50.03, "end": 50.23, "word": " اللي", "probability": 0.900390625}, {"start": 50.23, "end": 50.37, "word": " احنا", "probability": 0.809814453125}, {"start": 50.37, "end": 50.91, "word": " بنعتمد", "probability": 0.9820556640625}, {"start": 50.91, "end": 51.39, "word": " عليها", "probability": 0.98779296875}, {"start": 51.39, "end": 52.01, "word": " بشكل", "probability": 0.9910481770833334}, {"start": 52.01, "end": 52.61, "word": " أساسي", "probability": 0.9644775390625}, {"start": 52.61, "end": 53.31, "word": " اللي", "probability": 0.922607421875}, {"start": 53.31, "end": 53.45, "word": " هي", "probability": 0.92822265625}, {"start": 53.45, "end": 54.01, "word": " probability", "probability": 0.9033203125}, {"start": 54.01, "end": 54.83, "word": " H", "probability": 0.6162109375}, {"start": 54.83, "end": 55.49, "word": " given", "probability": 0.7392578125}, {"start": 55.49, "end": 56.03, "word": " E", "probability": 0.99072265625}, {"start": 56.03, "end": 56.77, "word": " كنا", "probability": 0.930908203125}, {"start": 56.77, "end": 57.09, "word": " بنقول", "probability": 0.91064453125}, {"start": 57.09, "end": 57.21, "word": " هي", "probability": 0.77001953125}, {"start": 57.21, "end": 57.83, "word": " بتساوي", "probability": 0.946044921875}, {"start": 57.83, "end": 58.31, "word": " القانون", "probability": 0.9744466145833334}, {"start": 58.31, "end": 58.79, "word": " الرئيسي", "probability": 0.99658203125}, {"start": 58.79, "end": 59.29, "word": " تبعها", "probability": 0.899169921875}, {"start": 59.29, "end": 59.97, "word": " بتساوي", "probability": 0.9130859375}, {"start": 59.97, "end": 60.07, "word": " ال", "probability": 0.64599609375}, {"start": 60.07, "end": 60.59, "word": " probability", "probability": 0.9541015625}, {"start": 60.59, "end": 61.35, "word": " E", "probability": 0.9560546875}, {"start": 61.35, "end": 62.01, "word": " given", "probability": 0.80810546875}, {"start": 62.01, "end": 63.01, "word": " H", "probability": 0.984375}, {"start": 63.01, "end": 64.07, "word": " مضروبة", "probability": 0.961181640625}, {"start": 64.07, "end": 64.19, "word": " في", "probability": 0.9765625}, {"start": 64.19, "end": 64.59, "word": " probability", "probability": 0.65576171875}, {"start": 64.59, "end": 65.13, "word": " of", "probability": 0.9638671875}, {"start": 65.13, "end": 65.55, "word": " H", "probability": 0.98681640625}], "temperature": 1.0}, {"id": 4, "seek": 8388, "start": 66.08, "end": 83.88, "text": "على probability of E على ال probability of E فهذا فعليا كان القانون الأساسي وواضح أن القانون الأساسي هذا عشان أحسب ال posterior probability أنا محتاج prior knowledge مسبقة أو primary input", "tokens": [3615, 23942, 8482, 295, 462, 15844, 2423, 8482, 295, 462, 6156, 3224, 15730, 6156, 3615, 20292, 995, 25961, 25062, 7649, 11536, 16247, 3794, 32277, 1829, 4032, 2407, 46958, 5016, 14739, 25062, 7649, 11536, 16247, 3794, 32277, 1829, 23758, 6225, 8592, 7649, 5551, 5016, 35457, 2423, 33529, 8482, 41850, 3714, 33753, 26108, 4059, 3601, 3714, 35457, 28671, 34051, 6194, 4846], "avg_logprob": -0.1489583266278108, "compression_ratio": 1.6625766871165644, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 66.08, "end": 66.6, "word": "على", "probability": 0.7017822265625}, {"start": 66.6, "end": 67.38, "word": " probability", "probability": 0.80029296875}, {"start": 67.38, "end": 68.34, "word": " of", "probability": 0.97021484375}, {"start": 68.34, "end": 68.58, "word": " E", "probability": 0.92431640625}, {"start": 68.58, "end": 69.98, "word": " على", "probability": 0.306396484375}, {"start": 69.98, "end": 70.66, "word": " ال", "probability": 0.392822265625}, {"start": 70.66, "end": 71.06, "word": " probability", "probability": 0.7880859375}, {"start": 71.06, "end": 71.36, "word": " of", "probability": 0.974609375}, {"start": 71.36, "end": 71.56, "word": " E", "probability": 0.99365234375}, {"start": 71.56, "end": 72.24, "word": " فهذا", "probability": 0.8865559895833334}, {"start": 72.24, "end": 73.02, "word": " فعليا", "probability": 0.8685302734375}, {"start": 73.02, "end": 73.56, "word": " كان", "probability": 0.787109375}, {"start": 73.56, "end": 73.92, "word": " القانون", "probability": 0.9666341145833334}, {"start": 73.92, "end": 74.4, "word": " الأساسي", "probability": 0.96630859375}, {"start": 74.4, "end": 74.76, "word": " وواضح", "probability": 0.841552734375}, {"start": 74.76, "end": 74.88, "word": " أن", "probability": 0.4443359375}, {"start": 74.88, "end": 75.22, "word": " القانون", "probability": 0.9871419270833334}, {"start": 75.22, "end": 75.72, "word": " الأساسي", "probability": 0.990966796875}, {"start": 75.72, "end": 75.86, "word": " هذا", "probability": 0.85107421875}, {"start": 75.86, "end": 76.1, "word": " عشان", "probability": 0.9811197916666666}, {"start": 76.1, "end": 76.54, "word": " أحسب", "probability": 0.89599609375}, {"start": 76.54, "end": 77.0, "word": " ال", "probability": 0.91064453125}, {"start": 77.0, "end": 77.5, "word": " posterior", "probability": 0.814453125}, {"start": 77.5, "end": 78.4, "word": " probability", "probability": 0.97705078125}, {"start": 78.4, "end": 79.02, "word": " أنا", "probability": 0.66943359375}, {"start": 79.02, "end": 79.58, "word": " محتاج", "probability": 0.9947916666666666}, {"start": 79.58, "end": 80.64, "word": " prior", "probability": 0.9150390625}, {"start": 80.64, "end": 81.12, "word": " knowledge", "probability": 0.94921875}, {"start": 81.12, "end": 81.84, "word": " مسبقة", "probability": 0.8982747395833334}, {"start": 81.84, "end": 82.32, "word": " أو", "probability": 0.84326171875}, {"start": 82.32, "end": 83.14, "word": " primary", "probability": 0.904296875}, {"start": 83.14, "end": 83.88, "word": " input", "probability": 0.9697265625}], "temperature": 1.0}, {"id": 5, "seek": 10742, "start": 84.46, "end": 107.42, "text": "primary input لprobability وهذه في كتير أحيانا بنحتاج فيها حكم الشخص أو أحيانا الشخص ممكن هو اللي بده يحكم في هذا الموضوع فبيحدث عندنا بيصير مغلطة نتيجة أن أنا في عندي قوانين وفي عندي إحصائيات بتعطيني بعض المعلومات و بتدخل أحيانا", "tokens": [1424, 332, 822, 4846, 5296, 41990, 2310, 37037, 24192, 8978, 9122, 2655, 13546, 5551, 5016, 1829, 7649, 995, 44945, 33753, 26108, 8978, 11296, 11331, 24793, 25124, 9778, 9381, 34051, 5551, 5016, 1829, 7649, 995, 25124, 9778, 9381, 3714, 43020, 31439, 13672, 1829, 47525, 3224, 7251, 5016, 24793, 8978, 23758, 9673, 2407, 11242, 45367, 6156, 21292, 24401, 12984, 43242, 8315, 4724, 1829, 9381, 13546, 3714, 17082, 1211, 9566, 3660, 8717, 31371, 7435, 3660, 14739, 41850, 8978, 43242, 1829, 12174, 2407, 7649, 9957, 4032, 41185, 43242, 1829, 11933, 5016, 9381, 16373, 1829, 9307, 39894, 3615, 9566, 9957, 1829, 45030, 11242, 9673, 30241, 20498, 9307, 4032, 39894, 3215, 9778, 1211, 5551, 5016, 1829, 7649, 995], "avg_logprob": -0.14933628951553748, "compression_ratio": 1.7173913043478262, "no_speech_prob": 3.7550926208496094e-06, "words": [{"start": 84.46, "end": 84.98, "word": "primary", "probability": 0.8810221354166666}, {"start": 84.98, "end": 85.66, "word": " input", "probability": 0.97314453125}, {"start": 85.66, "end": 86.86, "word": " لprobability", "probability": 0.6075846354166666}, {"start": 86.86, "end": 87.4, "word": " وهذه", "probability": 0.696533203125}, {"start": 87.4, "end": 87.6, "word": " في", "probability": 0.818359375}, {"start": 87.6, "end": 87.86, "word": " كتير", "probability": 0.9212239583333334}, {"start": 87.86, "end": 89.12, "word": " أحيانا", "probability": 0.9333984375}, {"start": 89.12, "end": 89.96, "word": " بنحتاج", "probability": 0.8142903645833334}, {"start": 89.96, "end": 90.22, "word": " فيها", "probability": 0.931396484375}, {"start": 90.22, "end": 90.6, "word": " حكم", "probability": 0.974365234375}, {"start": 90.6, "end": 91.82, "word": " الشخص", "probability": 0.9921875}, {"start": 91.82, "end": 92.26, "word": " أو", "probability": 0.91748046875}, {"start": 92.26, "end": 92.8, "word": " أحيانا", "probability": 0.990234375}, {"start": 92.8, "end": 93.12, "word": " الشخص", "probability": 0.9850260416666666}, {"start": 93.12, "end": 93.5, "word": " ممكن", "probability": 0.9833984375}, {"start": 93.5, "end": 93.92, "word": " هو", "probability": 0.990234375}, {"start": 93.92, "end": 94.04, "word": " اللي", "probability": 0.94970703125}, {"start": 94.04, "end": 94.2, "word": " بده", "probability": 0.6068115234375}, {"start": 94.2, "end": 94.54, "word": " يحكم", "probability": 0.99462890625}, {"start": 94.54, "end": 94.92, "word": " في", "probability": 0.9521484375}, {"start": 94.92, "end": 95.1, "word": " هذا", "probability": 0.96826171875}, {"start": 95.1, "end": 95.58, "word": " الموضوع", "probability": 0.9990234375}, {"start": 95.58, "end": 97.2, "word": " فبيحدث", "probability": 0.864013671875}, {"start": 97.2, "end": 97.72, "word": " عندنا", "probability": 0.67529296875}, {"start": 97.72, "end": 98.28, "word": " بيصير", "probability": 0.84765625}, {"start": 98.28, "end": 99.84, "word": " مغلطة", "probability": 0.90634765625}, {"start": 99.84, "end": 100.32, "word": " نتيجة", "probability": 0.9097900390625}, {"start": 100.32, "end": 100.5, "word": " أن", "probability": 0.458984375}, {"start": 100.5, "end": 100.7, "word": " أنا", "probability": 0.41064453125}, {"start": 100.7, "end": 100.84, "word": " في", "probability": 0.9443359375}, {"start": 100.84, "end": 101.44, "word": " عندي", "probability": 0.612548828125}, {"start": 101.44, "end": 102.22, "word": " قوانين", "probability": 0.9935302734375}, {"start": 102.22, "end": 102.56, "word": " وفي", "probability": 0.881103515625}, {"start": 102.56, "end": 102.8, "word": " عندي", "probability": 0.600830078125}, {"start": 102.8, "end": 103.52, "word": " إحصائيات", "probability": 0.9425455729166666}, {"start": 103.52, "end": 105.04, "word": " بتعطيني", "probability": 0.86416015625}, {"start": 105.04, "end": 105.34, "word": " بعض", "probability": 0.986328125}, {"start": 105.34, "end": 105.96, "word": " المعلومات", "probability": 0.993896484375}, {"start": 105.96, "end": 106.32, "word": " و", "probability": 0.81640625}, {"start": 106.32, "end": 106.82, "word": " بتدخل", "probability": 0.842529296875}, {"start": 106.82, "end": 107.42, "word": " أحيانا", "probability": 0.99404296875}], "temperature": 1.0}, {"id": 6, "seek": 13038, "start": 108.1, "end": 130.38, "text": "أو بيصير human judgment أو حكم من الشخص هو قد لا يكون مدرك تماما جد إيش علاقتها بال probability theory نفسها بال probability theory ففي الغالب بيكون في inconsistent between ال prior knowledge اللي المفروض أن هي given by the expert و", "tokens": [10721, 2407, 4724, 1829, 9381, 13546, 1952, 12216, 34051, 11331, 24793, 9154, 25124, 9778, 9381, 31439, 12174, 3215, 20193, 7251, 30544, 3714, 3215, 31747, 46811, 10943, 995, 10874, 3215, 11933, 1829, 8592, 11203, 995, 38149, 11296, 20666, 8482, 5261, 8717, 36178, 11296, 20666, 8482, 5261, 6156, 41185, 6024, 118, 6027, 3555, 4724, 1829, 30544, 8978, 36891, 1296, 2423, 4059, 3601, 13672, 1829, 9673, 5172, 32887, 11242, 14739, 39896, 2212, 538, 264, 5844, 4032], "avg_logprob": -0.1599451086005649, "compression_ratio": 1.5069124423963134, "no_speech_prob": 0.0, "words": [{"start": 108.1, "end": 108.36, "word": "أو", "probability": 0.71337890625}, {"start": 108.36, "end": 108.76, "word": " بيصير", "probability": 0.8883056640625}, {"start": 108.76, "end": 109.78, "word": " human", "probability": 0.8359375}, {"start": 109.78, "end": 110.68, "word": " judgment", "probability": 0.666015625}, {"start": 110.68, "end": 111.38, "word": " أو", "probability": 0.74951171875}, {"start": 111.38, "end": 111.76, "word": " حكم", "probability": 0.95947265625}, {"start": 111.76, "end": 112.08, "word": " من", "probability": 0.98974609375}, {"start": 112.08, "end": 113.16, "word": " الشخص", "probability": 0.9851888020833334}, {"start": 113.16, "end": 113.66, "word": " هو", "probability": 0.7900390625}, {"start": 113.66, "end": 113.96, "word": " قد", "probability": 0.993408203125}, {"start": 113.96, "end": 114.08, "word": " لا", "probability": 0.91943359375}, {"start": 114.08, "end": 114.64, "word": " يكون", "probability": 0.978271484375}, {"start": 114.64, "end": 115.5, "word": " مدرك", "probability": 0.9046223958333334}, {"start": 115.5, "end": 116.18, "word": " تماما", "probability": 0.9873046875}, {"start": 116.18, "end": 116.4, "word": " جد", "probability": 0.869140625}, {"start": 116.4, "end": 116.58, "word": " إيش", "probability": 0.8064778645833334}, {"start": 116.58, "end": 117.16, "word": " علاقتها", "probability": 0.9840087890625}, {"start": 117.16, "end": 117.72, "word": " بال", "probability": 0.83984375}, {"start": 117.72, "end": 118.22, "word": " probability", "probability": 0.66650390625}, {"start": 118.22, "end": 118.6, "word": " theory", "probability": 0.6572265625}, {"start": 118.6, "end": 119.2, "word": " نفسها", "probability": 0.9850260416666666}, {"start": 119.2, "end": 119.38, "word": " بال", "probability": 0.57861328125}, {"start": 119.38, "end": 119.74, "word": " probability", "probability": 0.6484375}, {"start": 119.74, "end": 120.26, "word": " theory", "probability": 0.83740234375}, {"start": 120.26, "end": 120.78, "word": " ففي", "probability": 0.8525390625}, {"start": 120.78, "end": 121.3, "word": " الغالب", "probability": 0.9915771484375}, {"start": 121.3, "end": 121.72, "word": " بيكون", "probability": 0.9239908854166666}, {"start": 121.72, "end": 122.06, "word": " في", "probability": 0.951171875}, {"start": 122.06, "end": 123.5, "word": " inconsistent", "probability": 0.76416015625}, {"start": 123.5, "end": 125.56, "word": " between", "probability": 0.377197265625}, {"start": 125.56, "end": 126.2, "word": " ال", "probability": 0.609375}, {"start": 126.2, "end": 126.46, "word": " prior", "probability": 0.82958984375}, {"start": 126.46, "end": 126.98, "word": " knowledge", "probability": 0.91943359375}, {"start": 126.98, "end": 127.56, "word": " اللي", "probability": 0.939697265625}, {"start": 127.56, "end": 128.12, "word": " المفروض", "probability": 0.993408203125}, {"start": 128.12, "end": 128.2, "word": " أن", "probability": 0.39892578125}, {"start": 128.2, "end": 128.3, "word": " هي", "probability": 0.64208984375}, {"start": 128.3, "end": 128.66, "word": " given", "probability": 0.9052734375}, {"start": 128.66, "end": 129.24, "word": " by", "probability": 0.9765625}, {"start": 129.24, "end": 129.44, "word": " the", "probability": 0.8623046875}, {"start": 129.44, "end": 129.94, "word": " expert", "probability": 0.89892578125}, {"start": 129.94, "end": 130.38, "word": " و", "probability": 0.935546875}], "temperature": 1.0}, {"id": 7, "seek": 15622, "start": 131.0, "end": 156.22, "text": "ال probability نفسها اللي ناتجة من جزئية ال probability conditions نفسها كويس فهذه الحقيقة وجدوا ال psychological research shows that وجدوا ان ال human cannot elect probability بيقدرش يختار probability او يحكم على ال probability value consistent with the Bayesian rules بشكل متناغم مع القواعد ال conditional probability او ال Bayesian", "tokens": [6027, 8482, 8717, 36178, 11296, 13672, 1829, 8717, 9307, 7435, 3660, 9154, 10874, 11622, 19986, 10632, 2423, 8482, 4487, 8717, 36178, 11296, 9122, 45865, 3794, 6156, 3224, 24192, 21542, 38436, 28671, 49610, 3215, 14407, 2423, 14346, 2132, 3110, 300, 49610, 3215, 14407, 16472, 2423, 1952, 2644, 2185, 8482, 4724, 1829, 28543, 2288, 8592, 7251, 46456, 9640, 8482, 1975, 2407, 7251, 5016, 24793, 15844, 2423, 8482, 2158, 8398, 365, 264, 7840, 42434, 4474, 4724, 8592, 28820, 44650, 1863, 5718, 118, 2304, 20449, 25062, 14407, 22488, 2423, 27708, 8482, 1975, 2407, 2423, 7840, 42434], "avg_logprob": -0.16767472990097537, "compression_ratio": 1.7131782945736433, "no_speech_prob": 0.0, "words": [{"start": 131.0, "end": 131.2, "word": "ال", "probability": 0.6279296875}, {"start": 131.2, "end": 131.62, "word": " probability", "probability": 0.5595703125}, {"start": 131.62, "end": 132.12, "word": " نفسها", "probability": 0.9910481770833334}, {"start": 132.12, "end": 132.26, "word": " اللي", "probability": 0.866455078125}, {"start": 132.26, "end": 132.82, "word": " ناتجة", "probability": 0.93798828125}, {"start": 132.82, "end": 133.12, "word": " من", "probability": 0.97314453125}, {"start": 133.12, "end": 134.16, "word": " جزئية", "probability": 0.955810546875}, {"start": 134.16, "end": 134.5, "word": " ال", "probability": 0.7998046875}, {"start": 134.5, "end": 134.88, "word": " probability", "probability": 0.9228515625}, {"start": 134.88, "end": 135.6, "word": " conditions", "probability": 0.89599609375}, {"start": 135.6, "end": 136.22, "word": " نفسها", "probability": 0.99462890625}, {"start": 136.22, "end": 136.62, "word": " كويس", "probability": 0.7159016927083334}, {"start": 136.62, "end": 137.28, "word": " فهذه", "probability": 0.8299153645833334}, {"start": 137.28, "end": 137.92, "word": " الحقيقة", "probability": 0.9752604166666666}, {"start": 137.92, "end": 138.54, "word": " وجدوا", "probability": 0.7687174479166666}, {"start": 138.54, "end": 138.88, "word": " ال", "probability": 0.81982421875}, {"start": 138.88, "end": 139.32, "word": " psychological", "probability": 0.86279296875}, {"start": 139.32, "end": 140.42, "word": " research", "probability": 0.98681640625}, {"start": 140.42, "end": 140.86, "word": " shows", "probability": 0.79736328125}, {"start": 140.86, "end": 141.22, "word": " that", "probability": 0.9267578125}, {"start": 141.22, "end": 141.6, "word": " وجدوا", "probability": 0.9103190104166666}, {"start": 141.6, "end": 141.76, "word": " ان", "probability": 0.6904296875}, {"start": 141.76, "end": 141.9, "word": " ال", "probability": 0.93994140625}, {"start": 141.9, "end": 142.2, "word": " human", "probability": 0.89892578125}, {"start": 142.2, "end": 142.76, "word": " cannot", "probability": 0.385009765625}, {"start": 142.76, "end": 143.26, "word": " elect", "probability": 0.89306640625}, {"start": 143.26, "end": 144.12, "word": " probability", "probability": 0.9580078125}, {"start": 144.12, "end": 144.72, "word": " بيقدرش", "probability": 0.8318359375}, {"start": 144.72, "end": 145.26, "word": " يختار", "probability": 0.9967447916666666}, {"start": 145.26, "end": 145.82, "word": " probability", "probability": 0.95263671875}, {"start": 145.82, "end": 146.64, "word": " او", "probability": 0.761962890625}, {"start": 146.64, "end": 146.94, "word": " يحكم", "probability": 0.99267578125}, {"start": 146.94, "end": 147.1, "word": " على", "probability": 0.69677734375}, {"start": 147.1, "end": 147.2, "word": " ال", "probability": 0.78173828125}, {"start": 147.2, "end": 147.58, "word": " probability", "probability": 0.98828125}, {"start": 147.58, "end": 148.08, "word": " value", "probability": 0.9912109375}, {"start": 148.08, "end": 148.96, "word": " consistent", "probability": 0.88818359375}, {"start": 148.96, "end": 149.46, "word": " with", "probability": 0.93994140625}, {"start": 149.46, "end": 149.76, "word": " the", "probability": 0.89892578125}, {"start": 149.76, "end": 150.08, "word": " Bayesian", "probability": 0.752197265625}, {"start": 150.08, "end": 150.42, "word": " rules", "probability": 0.7265625}, {"start": 150.42, "end": 151.32, "word": " بشكل", "probability": 0.9864908854166666}, {"start": 151.32, "end": 152.06, "word": " متناغم", "probability": 0.9220703125}, {"start": 152.06, "end": 152.32, "word": " مع", "probability": 0.943359375}, {"start": 152.32, "end": 153.64, "word": " القواعد", "probability": 0.8447265625}, {"start": 153.64, "end": 153.94, "word": " ال", "probability": 0.97021484375}, {"start": 153.94, "end": 155.02, "word": " conditional", "probability": 0.28662109375}, {"start": 155.02, "end": 155.5, "word": " probability", "probability": 0.92431640625}, {"start": 155.5, "end": 155.72, "word": " او", "probability": 0.90087890625}, {"start": 155.72, "end": 155.82, "word": " ال", "probability": 0.96533203125}, {"start": 155.82, "end": 156.22, "word": " Bayesian", "probability": 0.826904296875}], "temperature": 1.0}, {"id": 8, "seek": 18282, "start": 157.02, "end": 182.82, "text": "أو ال بيزين رول فهذه بتعملنا الحقيقة إشكالية .. بتعملنا إشكالية عشان نكون واقعيين هاتي نشوف مثال و نشوف كيف ممكن تصير الإشكالية هذه فلو افترضنا ان for example في عندي مثال خاص بال starter .. starter السيارة starter السيارة بالمناسبة هو ال motor اللي بيبدأ يشغل السيارة بيبدأ يشغل محرك السيارة بحيث ان ال pistons بيبدأ يحركهم عشان يبدأوا ياخدوا", "tokens": [10721, 2407, 2423, 4724, 1829, 11622, 9957, 12602, 12610, 6156, 3224, 24192, 39894, 25957, 1211, 8315, 21542, 38436, 28671, 11933, 8592, 4117, 6027, 10632, 4386, 39894, 25957, 1211, 8315, 11933, 8592, 4117, 6027, 10632, 6225, 8592, 7649, 8717, 30544, 36764, 4587, 3615, 1829, 9957, 8032, 9307, 1829, 8717, 8592, 38688, 50113, 6027, 4032, 8717, 8592, 38688, 9122, 33911, 3714, 43020, 6055, 9381, 13546, 33688, 8592, 4117, 6027, 10632, 29538, 6156, 1211, 2407, 1975, 5172, 2655, 43042, 8315, 16472, 337, 1365, 8978, 18871, 16254, 50113, 6027, 16490, 33546, 20666, 22465, 4386, 22465, 21136, 1829, 9640, 3660, 22465, 21136, 1829, 9640, 3660, 20666, 2304, 8315, 35457, 3660, 31439, 2423, 5932, 13672, 1829, 4724, 1829, 44510, 10721, 7251, 8592, 17082, 1211, 21136, 1829, 9640, 3660, 4724, 1829, 44510, 10721, 7251, 8592, 17082, 1211, 3714, 5016, 31747, 21136, 1829, 9640, 3660, 4724, 5016, 1829, 12984, 16472, 2423, 12273, 892, 4724, 1829, 44510, 10721, 7251, 5016, 31747, 16095, 6225, 8592, 7649, 7251, 44510, 10721, 14407, 7251, 47283, 3215, 14407], "avg_logprob": -0.1500000050573638, "compression_ratio": 2.067857142857143, "no_speech_prob": 9.417533874511719e-06, "words": [{"start": 157.02, "end": 157.24, "word": "أو", "probability": 0.754638671875}, {"start": 157.24, "end": 157.32, "word": " ال", "probability": 0.8779296875}, {"start": 157.32, "end": 157.54, "word": " بيزين", "probability": 0.5626907348632812}, {"start": 157.54, "end": 157.74, "word": " رول", "probability": 0.733154296875}, {"start": 157.74, "end": 159.02, "word": " فهذه", "probability": 0.5414225260416666}, {"start": 159.02, "end": 159.44, "word": " بتعملنا", "probability": 0.89111328125}, {"start": 159.44, "end": 159.78, "word": " الحقيقة", "probability": 0.9814453125}, {"start": 159.78, "end": 160.32, "word": " إشكالية", "probability": 0.9458984375}, {"start": 160.32, "end": 160.44, "word": " ..", "probability": 0.351806640625}, {"start": 160.44, "end": 160.76, "word": " بتعملنا", "probability": 0.952392578125}, {"start": 160.76, "end": 161.26, "word": " إشكالية", "probability": 0.98779296875}, {"start": 161.26, "end": 161.8, "word": " عشان", "probability": 0.9300130208333334}, {"start": 161.8, "end": 162.0, "word": " نكون", "probability": 0.98583984375}, {"start": 162.0, "end": 162.44, "word": " واقعيين", "probability": 0.8650390625}, {"start": 162.44, "end": 162.68, "word": " هاتي", "probability": 0.5419921875}, {"start": 162.68, "end": 162.88, "word": " نشوف", "probability": 0.98828125}, {"start": 162.88, "end": 163.3, "word": " مثال", "probability": 0.943359375}, {"start": 163.3, "end": 163.76, "word": " و", "probability": 0.9658203125}, {"start": 163.76, "end": 163.98, "word": " نشوف", "probability": 0.9070638020833334}, {"start": 163.98, "end": 164.32, "word": " كيف", "probability": 0.969970703125}, {"start": 164.32, "end": 164.54, "word": " ممكن", "probability": 0.97265625}, {"start": 164.54, "end": 164.84, "word": " تصير", "probability": 0.8160807291666666}, {"start": 164.84, "end": 165.38, "word": " الإشكالية", "probability": 0.9814453125}, {"start": 165.38, "end": 165.64, "word": " هذه", "probability": 0.8974609375}, {"start": 165.64, "end": 166.14, "word": " فلو", "probability": 0.9786783854166666}, {"start": 166.14, "end": 166.68, "word": " افترضنا", "probability": 0.9681640625}, {"start": 166.68, "end": 167.06, "word": " ان", "probability": 0.64990234375}, {"start": 167.06, "end": 167.24, "word": " for", "probability": 0.619140625}, {"start": 167.24, "end": 167.7, "word": " example", "probability": 0.96630859375}, {"start": 167.7, "end": 168.18, "word": " في", "probability": 0.66162109375}, {"start": 168.18, "end": 168.44, "word": " عندي", "probability": 0.86572265625}, {"start": 168.44, "end": 168.8, "word": " مثال", "probability": 0.987060546875}, {"start": 168.8, "end": 169.24, "word": " خاص", "probability": 0.99169921875}, {"start": 169.24, "end": 169.82, "word": " بال", "probability": 0.83203125}, {"start": 169.82, "end": 171.56, "word": " starter", "probability": 0.74267578125}, {"start": 171.56, "end": 171.8, "word": " ..", "probability": 0.783203125}, {"start": 171.8, "end": 172.14, "word": " starter", "probability": 0.86572265625}, {"start": 172.14, "end": 172.9, "word": " السيارة", "probability": 0.9793701171875}, {"start": 172.9, "end": 173.48, "word": " starter", "probability": 0.4150390625}, {"start": 173.48, "end": 173.82, "word": " السيارة", "probability": 0.99267578125}, {"start": 173.82, "end": 174.32, "word": " بالمناسبة", "probability": 0.97314453125}, {"start": 174.32, "end": 174.56, "word": " هو", "probability": 0.9892578125}, {"start": 174.56, "end": 175.46, "word": " ال", "probability": 0.73388671875}, {"start": 175.46, "end": 175.86, "word": " motor", "probability": 0.54345703125}, {"start": 175.86, "end": 176.2, "word": " اللي", "probability": 0.879150390625}, {"start": 176.2, "end": 176.5, "word": " بيبدأ", "probability": 0.917236328125}, {"start": 176.5, "end": 176.94, "word": " يشغل", "probability": 0.9752197265625}, {"start": 176.94, "end": 177.5, "word": " السيارة", "probability": 0.9932861328125}, {"start": 177.5, "end": 177.82, "word": " بيبدأ", "probability": 0.9217529296875}, {"start": 177.82, "end": 178.26, "word": " يشغل", "probability": 0.9925537109375}, {"start": 178.26, "end": 179.12, "word": " محرك", "probability": 0.99267578125}, {"start": 179.12, "end": 179.6, "word": " السيارة", "probability": 0.9931640625}, {"start": 179.6, "end": 179.84, "word": " بحيث", "probability": 0.9703369140625}, {"start": 179.84, "end": 179.96, "word": " ان", "probability": 0.60205078125}, {"start": 179.96, "end": 180.08, "word": " ال", "probability": 0.7841796875}, {"start": 180.08, "end": 180.5, "word": " pistons", "probability": 0.547698974609375}, {"start": 180.5, "end": 180.8, "word": " بيبدأ", "probability": 0.9268798828125}, {"start": 180.8, "end": 181.3, "word": " يحركهم", "probability": 0.9720458984375}, {"start": 181.3, "end": 181.58, "word": " عشان", "probability": 0.9840494791666666}, {"start": 181.58, "end": 182.06, "word": " يبدأوا", "probability": 0.9571533203125}, {"start": 182.06, "end": 182.82, "word": " ياخدوا", "probability": 0.9765625}], "temperature": 1.0}, {"id": 9, "seek": 21319, "start": 183.51, "end": 213.19, "text": "البنزين أو ياخدوا ال fuel و يتم عملية الإحراق وبناء عليه تتحرك السيارة فال starter هذا أو starter motor اللي بدنا نشتغل عليه في المثال تبعنا بدنا نفترض إنه له علاقة ب odd noises بمعنى إنه لما بيعتل بيصير في حاجة اسمها odd noises أو صوت مزعج .. صوت مزعج ف ال symptom .. ال .. ال symptom .. ال symptom بتاعتنا", "tokens": [6027, 3555, 1863, 11622, 9957, 34051, 7251, 47283, 3215, 14407, 2423, 6616, 4032, 7251, 39237, 6225, 42213, 10632, 33688, 5016, 23557, 4587, 46599, 1863, 16606, 47356, 6055, 2655, 5016, 31747, 21136, 1829, 9640, 3660, 6156, 6027, 22465, 23758, 34051, 22465, 5932, 13672, 1829, 47525, 8315, 8717, 8592, 2655, 17082, 1211, 47356, 8978, 9673, 12984, 6027, 6055, 3555, 3615, 8315, 47525, 8315, 8717, 5172, 2655, 43042, 36145, 3224, 46740, 11203, 995, 28671, 4724, 7401, 14620, 4724, 2304, 3615, 1863, 7578, 36145, 3224, 5296, 15042, 4724, 1829, 34268, 1211, 4724, 1829, 9381, 13546, 8978, 11331, 26108, 3660, 24525, 2304, 11296, 7401, 14620, 34051, 20328, 35473, 3714, 11622, 3615, 7435, 4386, 20328, 35473, 3714, 11622, 3615, 7435, 6156, 2423, 29370, 4386, 2423, 4386, 2423, 29370, 4386, 2423, 29370, 39894, 995, 34268, 8315], "avg_logprob": -0.1896634632578263, "compression_ratio": 1.8089887640449438, "no_speech_prob": 1.9073486328125e-06, "words": [{"start": 183.51, "end": 184.05, "word": "البنزين", "probability": 0.92939453125}, {"start": 184.05, "end": 184.19, "word": " أو", "probability": 0.7119140625}, {"start": 184.19, "end": 184.53, "word": " ياخدوا", "probability": 0.93896484375}, {"start": 184.53, "end": 184.93, "word": " ال", "probability": 0.9150390625}, {"start": 184.93, "end": 185.21, "word": " fuel", "probability": 0.849609375}, {"start": 185.21, "end": 185.81, "word": " و", "probability": 0.8623046875}, {"start": 185.81, "end": 187.07, "word": " يتم", "probability": 0.6080322265625}, {"start": 187.07, "end": 187.45, "word": " عملية", "probability": 0.98681640625}, {"start": 187.45, "end": 188.01, "word": " الإحراق", "probability": 0.9373779296875}, {"start": 188.01, "end": 188.41, "word": " وبناء", "probability": 0.8102213541666666}, {"start": 188.41, "end": 188.73, "word": " عليه", "probability": 0.94482421875}, {"start": 188.73, "end": 189.51, "word": " تتحرك", "probability": 0.9051513671875}, {"start": 189.51, "end": 190.07, "word": " السيارة", "probability": 0.99169921875}, {"start": 190.07, "end": 191.37, "word": " فال", "probability": 0.810302734375}, {"start": 191.37, "end": 191.75, "word": " starter", "probability": 0.9267578125}, {"start": 191.75, "end": 192.09, "word": " هذا", "probability": 0.7705078125}, {"start": 192.09, "end": 192.33, "word": " أو", "probability": 0.734375}, {"start": 192.33, "end": 192.67, "word": " starter", "probability": 0.71435546875}, {"start": 192.67, "end": 193.23, "word": " motor", "probability": 0.966796875}, {"start": 193.23, "end": 194.15, "word": " اللي", "probability": 0.91845703125}, {"start": 194.15, "end": 194.57, "word": " بدنا", "probability": 0.8974609375}, {"start": 194.57, "end": 194.95, "word": " نشتغل", "probability": 0.99091796875}, {"start": 194.95, "end": 195.25, "word": " عليه", "probability": 0.99072265625}, {"start": 195.25, "end": 196.13, "word": " في", "probability": 0.40673828125}, {"start": 196.13, "end": 196.59, "word": " المثال", "probability": 0.9033203125}, {"start": 196.59, "end": 197.03, "word": " تبعنا", "probability": 0.83856201171875}, {"start": 197.03, "end": 197.59, "word": " بدنا", "probability": 0.7587890625}, {"start": 197.59, "end": 198.05, "word": " نفترض", "probability": 0.9864501953125}, {"start": 198.05, "end": 198.35, "word": " إنه", "probability": 0.673095703125}, {"start": 198.35, "end": 198.45, "word": " له", "probability": 0.1951904296875}, {"start": 198.45, "end": 198.95, "word": " علاقة", "probability": 0.9845377604166666}, {"start": 198.95, "end": 199.57, "word": " ب", "probability": 0.70263671875}, {"start": 199.57, "end": 200.27, "word": " odd", "probability": 0.379638671875}, {"start": 200.27, "end": 200.93, "word": " noises", "probability": 0.88916015625}, {"start": 200.93, "end": 201.83, "word": " بمعنى", "probability": 0.97490234375}, {"start": 201.83, "end": 202.05, "word": " إنه", "probability": 0.837890625}, {"start": 202.05, "end": 202.17, "word": " لما", "probability": 0.96142578125}, {"start": 202.17, "end": 202.61, "word": " بيعتل", "probability": 0.7828369140625}, {"start": 202.61, "end": 203.09, "word": " بيصير", "probability": 0.8912353515625}, {"start": 203.09, "end": 203.21, "word": " في", "probability": 0.56396484375}, {"start": 203.21, "end": 203.39, "word": " حاجة", "probability": 0.90087890625}, {"start": 203.39, "end": 203.61, "word": " اسمها", "probability": 0.7872721354166666}, {"start": 203.61, "end": 203.85, "word": " odd", "probability": 0.88623046875}, {"start": 203.85, "end": 204.25, "word": " noises", "probability": 0.91015625}, {"start": 204.25, "end": 204.77, "word": " أو", "probability": 0.82421875}, {"start": 204.77, "end": 205.51, "word": " صوت", "probability": 0.9912109375}, {"start": 205.51, "end": 206.25, "word": " مزعج", "probability": 0.9744873046875}, {"start": 206.25, "end": 206.59, "word": " ..", "probability": 0.315673828125}, {"start": 206.59, "end": 206.93, "word": " صوت", "probability": 0.906494140625}, {"start": 206.93, "end": 207.55, "word": " مزعج", "probability": 0.9976806640625}, {"start": 207.55, "end": 208.57, "word": " ف", "probability": 0.89208984375}, {"start": 208.57, "end": 209.05, "word": " ال", "probability": 0.428955078125}, {"start": 209.05, "end": 209.37, "word": " symptom", "probability": 0.296142578125}, {"start": 209.37, "end": 209.37, "word": " ..", "probability": 0.82861328125}, {"start": 209.37, "end": 209.79, "word": " ال", "probability": 0.87060546875}, {"start": 209.79, "end": 210.07, "word": " ..", "probability": 0.6640625}, {"start": 210.07, "end": 211.15, "word": " ال", "probability": 0.9130859375}, {"start": 211.15, "end": 211.51, "word": " symptom", "probability": 0.279541015625}, {"start": 211.51, "end": 212.01, "word": " ..", "probability": 0.79638671875}, {"start": 212.01, "end": 212.19, "word": " ال", "probability": 0.5126953125}, {"start": 212.19, "end": 212.41, "word": " symptom", "probability": 0.740234375}, {"start": 212.41, "end": 213.19, "word": " بتاعتنا", "probability": 0.9835205078125}], "temperature": 1.0}, {"id": 10, "seek": 23463, "start": 214.63, "end": 234.63, "text": "أو اللي هي العرض، العرض اللي احنا سمعناه أو الملاحظة اللي احنا شوفناها is the symptom is odd noises then the starter is bad جداش بقدر اكون واثق انه فعلا لما عرض ان اسمعت صوت مزعج معناته ان ال starter فعليا خربان", "tokens": [10721, 2407, 13672, 1829, 39896, 18863, 43042, 12399, 18863, 43042, 13672, 1829, 1975, 5016, 8315, 8608, 2304, 3615, 8315, 3224, 34051, 9673, 15040, 5016, 19913, 3660, 13672, 1829, 1975, 5016, 8315, 13412, 38688, 8315, 11296, 307, 264, 29370, 307, 7401, 14620, 550, 264, 22465, 307, 1578, 10874, 3215, 33599, 4724, 28543, 2288, 1975, 30544, 4032, 5718, 104, 4587, 16472, 3224, 6156, 3615, 15040, 5296, 15042, 6225, 43042, 16472, 24525, 2304, 34268, 20328, 35473, 3714, 11622, 3615, 7435, 20449, 8315, 47395, 16472, 2423, 22465, 6156, 3615, 20292, 995, 16490, 25513, 7649], "avg_logprob": -0.12190933984059554, "compression_ratio": 1.6938775510204083, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 214.63, "end": 215.51, "word": "أو", "probability": 0.822509765625}, {"start": 215.51, "end": 215.69, "word": " اللي", "probability": 0.9013671875}, {"start": 215.69, "end": 215.89, "word": " هي", "probability": 0.947265625}, {"start": 215.89, "end": 216.67, "word": " العرض،", "probability": 0.7721354166666666}, {"start": 216.67, "end": 217.01, "word": " العرض", "probability": 0.975830078125}, {"start": 217.01, "end": 217.13, "word": " اللي", "probability": 0.96630859375}, {"start": 217.13, "end": 217.29, "word": " احنا", "probability": 0.8544921875}, {"start": 217.29, "end": 217.83, "word": " سمعناه", "probability": 0.90224609375}, {"start": 217.83, "end": 218.01, "word": " أو", "probability": 0.65478515625}, {"start": 218.01, "end": 218.75, "word": " الملاحظة", "probability": 0.9875}, {"start": 218.75, "end": 218.85, "word": " اللي", "probability": 0.98193359375}, {"start": 218.85, "end": 218.99, "word": " احنا", "probability": 0.9275716145833334}, {"start": 218.99, "end": 219.57, "word": " شوفناها", "probability": 0.930908203125}, {"start": 219.57, "end": 220.33, "word": " is", "probability": 0.83837890625}, {"start": 220.33, "end": 220.65, "word": " the", "probability": 0.83349609375}, {"start": 220.65, "end": 221.37, "word": " symptom", "probability": 0.91015625}, {"start": 221.37, "end": 221.93, "word": " is", "probability": 0.96484375}, {"start": 221.93, "end": 222.51, "word": " odd", "probability": 0.822265625}, {"start": 222.51, "end": 222.99, "word": " noises", "probability": 0.92626953125}, {"start": 222.99, "end": 223.79, "word": " then", "probability": 0.6103515625}, {"start": 223.79, "end": 224.15, "word": " the", "probability": 0.92724609375}, {"start": 224.15, "end": 224.49, "word": " starter", "probability": 0.904296875}, {"start": 224.49, "end": 224.79, "word": " is", "probability": 0.9638671875}, {"start": 224.79, "end": 225.13, "word": " bad", "probability": 0.96728515625}, {"start": 225.13, "end": 225.85, "word": " جداش", "probability": 0.642578125}, {"start": 225.85, "end": 226.23, "word": " بقدر", "probability": 0.9925130208333334}, {"start": 226.23, "end": 226.57, "word": " اكون", "probability": 0.79833984375}, {"start": 226.57, "end": 226.97, "word": " واثق", "probability": 0.96826171875}, {"start": 226.97, "end": 227.21, "word": " انه", "probability": 0.73974609375}, {"start": 227.21, "end": 227.47, "word": " فعلا", "probability": 0.9431966145833334}, {"start": 227.47, "end": 228.41, "word": " لما", "probability": 0.924072265625}, {"start": 228.41, "end": 229.55, "word": " عرض", "probability": 0.98681640625}, {"start": 229.55, "end": 229.79, "word": " ان", "probability": 0.8037109375}, {"start": 229.79, "end": 230.37, "word": " اسمعت", "probability": 0.755615234375}, {"start": 230.37, "end": 231.15, "word": " صوت", "probability": 0.99072265625}, {"start": 231.15, "end": 231.85, "word": " مزعج", "probability": 0.9759521484375}, {"start": 231.85, "end": 232.51, "word": " معناته", "probability": 0.9132486979166666}, {"start": 232.51, "end": 232.61, "word": " ان", "probability": 0.81005859375}, {"start": 232.61, "end": 232.73, "word": " ال", "probability": 0.9501953125}, {"start": 232.73, "end": 233.25, "word": " starter", "probability": 0.8251953125}, {"start": 233.25, "end": 234.11, "word": " فعليا", "probability": 0.9381103515625}, {"start": 234.11, "end": 234.63, "word": " خربان", "probability": 0.9723307291666666}], "temperature": 1.0}, {"id": 11, "seek": 25999, "start": 235.27, "end": 259.99, "text": "symptom is odd noises كمان مرة then the starter is bad with probability 0.7 0.7 هذه rule طيب من ال rule هذه هاتنا ناخدها منطقيا و نمشي فيها نسلسل فيها شوية شوية و بدنا نضطر نكتبها لأنه هناخد حاجات محتاجين نربطها في بعض معانا على الصبورة فلو قلنا if اختصارا خلينا نقول", "tokens": [3187, 76, 662, 298, 307, 7401, 14620, 9122, 2304, 7649, 3714, 25720, 550, 264, 22465, 307, 1578, 365, 8482, 1958, 13, 22, 1958, 13, 22, 29538, 4978, 23032, 1829, 3555, 9154, 2423, 4978, 29538, 8032, 9307, 8315, 8717, 47283, 3215, 11296, 9154, 9566, 4587, 25528, 4032, 8717, 2304, 8592, 1829, 8978, 11296, 8717, 3794, 1211, 3794, 1211, 8978, 11296, 13412, 2407, 10632, 13412, 2407, 10632, 4032, 47525, 8315, 8717, 11242, 9566, 2288, 8717, 4117, 2655, 3555, 11296, 5296, 33456, 3224, 8032, 1863, 47283, 3215, 11331, 26108, 9307, 3714, 33753, 26108, 9957, 8717, 25513, 9566, 11296, 8978, 45030, 11242, 20449, 7649, 995, 15844, 31767, 3555, 13063, 3660, 6156, 1211, 2407, 12174, 1211, 8315, 498, 1975, 46456, 9381, 9640, 995, 16490, 1211, 9957, 995, 8717, 39648], "avg_logprob": -0.17950000619888307, "compression_ratio": 1.5900383141762453, "no_speech_prob": 1.5139579772949219e-05, "words": [{"start": 235.27, "end": 236.13, "word": "symptom", "probability": 0.730072021484375}, {"start": 236.13, "end": 236.49, "word": " is", "probability": 0.86279296875}, {"start": 236.49, "end": 236.93, "word": " odd", "probability": 0.265625}, {"start": 236.93, "end": 237.45, "word": " noises", "probability": 0.8818359375}, {"start": 237.45, "end": 237.81, "word": " كمان", "probability": 0.7510579427083334}, {"start": 237.81, "end": 238.09, "word": " مرة", "probability": 0.988037109375}, {"start": 238.09, "end": 238.45, "word": " then", "probability": 0.5478515625}, {"start": 238.45, "end": 238.73, "word": " the", "probability": 0.9072265625}, {"start": 238.73, "end": 239.11, "word": " starter", "probability": 0.849609375}, {"start": 239.11, "end": 239.33, "word": " is", "probability": 0.9599609375}, {"start": 239.33, "end": 239.57, "word": " bad", "probability": 0.93798828125}, {"start": 239.57, "end": 240.05, "word": " with", "probability": 0.86962890625}, {"start": 240.05, "end": 240.89, "word": " probability", "probability": 0.8984375}, {"start": 240.89, "end": 241.25, "word": " 0", "probability": 0.57373046875}, {"start": 241.25, "end": 242.23, "word": ".7", "probability": 0.981201171875}, {"start": 242.23, "end": 242.63, "word": " 0", "probability": 0.466552734375}, {"start": 242.63, "end": 243.07, "word": ".7", "probability": 0.990966796875}, {"start": 243.07, "end": 243.55, "word": " هذه", "probability": 0.60888671875}, {"start": 243.55, "end": 243.79, "word": " rule", "probability": 0.262939453125}, {"start": 243.79, "end": 244.51, "word": " طيب", "probability": 0.9558919270833334}, {"start": 244.51, "end": 244.91, "word": " من", "probability": 0.95654296875}, {"start": 244.91, "end": 245.03, "word": " ال", "probability": 0.97802734375}, {"start": 245.03, "end": 245.15, "word": " rule", "probability": 0.9189453125}, {"start": 245.15, "end": 245.51, "word": " هذه", "probability": 0.7236328125}, {"start": 245.51, "end": 246.23, "word": " هاتنا", "probability": 0.618408203125}, {"start": 246.23, "end": 246.45, "word": " ناخدها", "probability": 0.9349365234375}, {"start": 246.45, "end": 247.01, "word": " منطقيا", "probability": 0.932373046875}, {"start": 247.01, "end": 247.15, "word": " و", "probability": 0.99169921875}, {"start": 247.15, "end": 247.39, "word": " نمشي", "probability": 0.93603515625}, {"start": 247.39, "end": 247.55, "word": " فيها", "probability": 0.957275390625}, {"start": 247.55, "end": 247.95, "word": " نسلسل", "probability": 0.9013671875}, {"start": 247.95, "end": 248.13, "word": " فيها", "probability": 0.976806640625}, {"start": 248.13, "end": 248.35, "word": " شوية", "probability": 0.767333984375}, {"start": 248.35, "end": 248.65, "word": " شوية", "probability": 0.9638671875}, {"start": 248.65, "end": 248.95, "word": " و", "probability": 0.94091796875}, {"start": 248.95, "end": 249.33, "word": " بدنا", "probability": 0.965087890625}, {"start": 249.33, "end": 249.97, "word": " نضطر", "probability": 0.960693359375}, {"start": 249.97, "end": 250.61, "word": " نكتبها", "probability": 0.97939453125}, {"start": 250.61, "end": 251.25, "word": " لأنه", "probability": 0.78369140625}, {"start": 251.25, "end": 252.11, "word": " هناخد", "probability": 0.904541015625}, {"start": 252.11, "end": 252.69, "word": " حاجات", "probability": 0.99267578125}, {"start": 252.69, "end": 253.17, "word": " محتاجين", "probability": 0.9893798828125}, {"start": 253.17, "end": 253.95, "word": " نربطها", "probability": 0.8587646484375}, {"start": 253.95, "end": 254.09, "word": " في", "probability": 0.923828125}, {"start": 254.09, "end": 254.33, "word": " بعض", "probability": 0.99462890625}, {"start": 254.33, "end": 254.67, "word": " معانا", "probability": 0.8074544270833334}, {"start": 254.67, "end": 254.83, "word": " على", "probability": 0.94287109375}, {"start": 254.83, "end": 255.41, "word": " الصبورة", "probability": 0.802001953125}, {"start": 255.41, "end": 255.87, "word": " فلو", "probability": 0.9840494791666666}, {"start": 255.87, "end": 256.21, "word": " قلنا", "probability": 0.8606770833333334}, {"start": 256.21, "end": 256.65, "word": " if", "probability": 0.693359375}, {"start": 256.65, "end": 259.35, "word": " اختصارا", "probability": 0.94697265625}, {"start": 259.35, "end": 259.73, "word": " خلينا", "probability": 0.70281982421875}, {"start": 259.73, "end": 259.99, "word": " نقول", "probability": 0.9951171875}], "temperature": 1.0}, {"id": 12, "seek": 29064, "start": 263.35, "end": 290.65, "text": "noises then the starter is bad ابجد ياش؟ او point seven طيب، الآن هل بنستطيع نقول من هذا الكلام إنه إذا كان ال starter is not bad مع وجود noise", "tokens": [1771, 3598, 550, 264, 22465, 307, 1578, 48127, 7435, 3215, 7251, 33599, 22807, 1975, 2407, 935, 3407, 23032, 1829, 3555, 12399, 6024, 48506, 8032, 1211, 44945, 14851, 9566, 40228, 8717, 39648, 9154, 23758, 2423, 28820, 10943, 36145, 3224, 11933, 15730, 25961, 2423, 22465, 307, 406, 1578, 20449, 49610, 23328, 5658], "avg_logprob": -0.2601102871053359, "compression_ratio": 1.3466666666666667, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 263.35, "end": 264.03, "word": "noises", "probability": 0.748291015625}, {"start": 264.03, "end": 265.19, "word": " then", "probability": 0.67578125}, {"start": 265.19, "end": 267.87, "word": " the", "probability": 0.319091796875}, {"start": 267.87, "end": 268.51, "word": " starter", "probability": 0.90234375}, {"start": 268.51, "end": 272.01, "word": " is", "probability": 0.74755859375}, {"start": 272.01, "end": 273.69, "word": " bad", "probability": 0.96728515625}, {"start": 273.69, "end": 275.47, "word": " ابجد", "probability": 0.7200520833333334}, {"start": 275.47, "end": 276.41, "word": " ياش؟", "probability": 0.5863444010416666}, {"start": 276.41, "end": 276.65, "word": " او", "probability": 0.55609130859375}, {"start": 276.65, "end": 276.97, "word": " point", "probability": 0.84716796875}, {"start": 276.97, "end": 277.69, "word": " seven", "probability": 0.9169921875}, {"start": 277.69, "end": 280.13, "word": " طيب،", "probability": 0.65447998046875}, {"start": 280.13, "end": 281.31, "word": " الآن", "probability": 0.6865234375}, {"start": 281.31, "end": 281.87, "word": " هل", "probability": 0.94921875}, {"start": 281.87, "end": 283.61, "word": " بنستطيع", "probability": 0.93896484375}, {"start": 283.61, "end": 283.99, "word": " نقول", "probability": 0.944580078125}, {"start": 283.99, "end": 284.15, "word": " من", "probability": 0.9853515625}, {"start": 284.15, "end": 284.35, "word": " هذا", "probability": 0.9697265625}, {"start": 284.35, "end": 284.77, "word": " الكلام", "probability": 0.94287109375}, {"start": 284.77, "end": 285.27, "word": " إنه", "probability": 0.7401123046875}, {"start": 285.27, "end": 286.35, "word": " إذا", "probability": 0.90869140625}, {"start": 286.35, "end": 286.53, "word": " كان", "probability": 0.99609375}, {"start": 286.53, "end": 286.65, "word": " ال", "probability": 0.84765625}, {"start": 286.65, "end": 287.11, "word": " starter", "probability": 0.861328125}, {"start": 287.11, "end": 287.51, "word": " is", "probability": 0.95751953125}, {"start": 287.51, "end": 287.81, "word": " not", "probability": 0.97265625}, {"start": 287.81, "end": 288.53, "word": " bad", "probability": 0.97216796875}, {"start": 288.53, "end": 289.49, "word": " مع", "probability": 0.96630859375}, {"start": 289.49, "end": 290.05, "word": " وجود", "probability": 0.984130859375}, {"start": 290.05, "end": 290.65, "word": " noise", "probability": 0.95703125}], "temperature": 1.0}, {"id": 13, "seek": 32083, "start": 293.05, "end": 320.83, "text": "مع وجود noise لأن هذه القاعدة ال rule هذه ال rule اللي احنا خدناها نكتبها بلون تاني إيش أعطتني معلومة بقدر أخد منها معلومة ان probability of starter is bad given odd noises تساوي 0.7", "tokens": [2304, 3615, 49610, 23328, 5658, 5296, 33456, 29538, 25062, 995, 22488, 3660, 2423, 4978, 29538, 2423, 4978, 13672, 1829, 1975, 5016, 8315, 16490, 3215, 8315, 11296, 8717, 4117, 2655, 3555, 11296, 4724, 1211, 11536, 6055, 7649, 1829, 11933, 1829, 8592, 5551, 3615, 9566, 2655, 22653, 20449, 1211, 20498, 3660, 4724, 28543, 2288, 5551, 9778, 3215, 9154, 11296, 20449, 1211, 20498, 3660, 16472, 8482, 295, 22465, 307, 1578, 2212, 7401, 14620, 6055, 3794, 995, 45865, 1958, 13, 22], "avg_logprob": -0.21414262572160134, "compression_ratio": 1.4397905759162304, "no_speech_prob": 3.933906555175781e-06, "words": [{"start": 293.05, "end": 293.35, "word": "مع", "probability": 0.89892578125}, {"start": 293.35, "end": 293.79, "word": " وجود", "probability": 0.915771484375}, {"start": 293.79, "end": 294.47, "word": " noise", "probability": 0.85595703125}, {"start": 294.47, "end": 295.11, "word": " لأن", "probability": 0.7490234375}, {"start": 295.11, "end": 295.39, "word": " هذه", "probability": 0.1583251953125}, {"start": 295.39, "end": 296.13, "word": " القاعدة", "probability": 0.8990478515625}, {"start": 296.13, "end": 296.35, "word": " ال", "probability": 0.416015625}, {"start": 296.35, "end": 296.61, "word": " rule", "probability": 0.470458984375}, {"start": 296.61, "end": 297.07, "word": " هذه", "probability": 0.338623046875}, {"start": 297.07, "end": 297.53, "word": " ال", "probability": 0.6103515625}, {"start": 297.53, "end": 297.71, "word": " rule", "probability": 0.90771484375}, {"start": 297.71, "end": 297.83, "word": " اللي", "probability": 0.869873046875}, {"start": 297.83, "end": 297.99, "word": " احنا", "probability": 0.8235677083333334}, {"start": 297.99, "end": 298.45, "word": " خدناها", "probability": 0.8177490234375}, {"start": 298.45, "end": 299.03, "word": " نكتبها", "probability": 0.9294921875}, {"start": 299.03, "end": 299.21, "word": " بلون", "probability": 0.91796875}, {"start": 299.21, "end": 299.51, "word": " تاني", "probability": 0.92822265625}, {"start": 299.51, "end": 299.93, "word": " إيش", "probability": 0.6402994791666666}, {"start": 299.93, "end": 300.31, "word": " أعطتني", "probability": 0.80869140625}, {"start": 300.31, "end": 301.05, "word": " معلومة", "probability": 0.9326171875}, {"start": 301.05, "end": 301.51, "word": " بقدر", "probability": 0.9462890625}, {"start": 301.51, "end": 301.73, "word": " أخد", "probability": 0.8776041666666666}, {"start": 301.73, "end": 301.89, "word": " منها", "probability": 0.96435546875}, {"start": 301.89, "end": 302.37, "word": " معلومة", "probability": 0.988525390625}, {"start": 302.37, "end": 302.61, "word": " ان", "probability": 0.3720703125}, {"start": 302.61, "end": 303.89, "word": " probability", "probability": 0.87939453125}, {"start": 303.89, "end": 304.97, "word": " of", "probability": 0.974609375}, {"start": 304.97, "end": 306.77, "word": " starter", "probability": 0.66845703125}, {"start": 306.77, "end": 309.85, "word": " is", "probability": 0.9404296875}, {"start": 309.85, "end": 310.83, "word": " bad", "probability": 0.96728515625}, {"start": 310.83, "end": 312.79, "word": " given", "probability": 0.70849609375}, {"start": 312.79, "end": 314.15, "word": " odd", "probability": 0.88037109375}, {"start": 314.15, "end": 316.27, "word": " noises", "probability": 0.919921875}, {"start": 316.27, "end": 319.73, "word": " تساوي", "probability": 0.8653564453125}, {"start": 319.73, "end": 320.11, "word": " 0", "probability": 0.56396484375}, {"start": 320.11, "end": 320.83, "word": ".7", "probability": 0.9912109375}], "temperature": 1.0}, {"id": 14, "seek": 34371, "start": 323.09, "end": 343.71, "text": "تمام طيب لو قلنا probability of starter is not bad given odd noises المنطق ايش بيقول ان هي المكملة بتاعتها", "tokens": [39237, 10943, 23032, 1829, 3555, 45164, 12174, 1211, 8315, 8482, 295, 22465, 307, 406, 1578, 2212, 7401, 14620, 9673, 1863, 9566, 4587, 1975, 1829, 8592, 4724, 1829, 39648, 16472, 39896, 9673, 24793, 37977, 39894, 995, 34268, 11296], "avg_logprob": -0.1803042821978268, "compression_ratio": 1.1796875, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 323.09, "end": 323.57, "word": "تمام", "probability": 0.6136474609375}, {"start": 323.57, "end": 324.13, "word": " طيب", "probability": 0.7937825520833334}, {"start": 324.13, "end": 324.25, "word": " لو", "probability": 0.97412109375}, {"start": 324.25, "end": 324.63, "word": " قلنا", "probability": 0.9283854166666666}, {"start": 324.63, "end": 325.47, "word": " probability", "probability": 0.84033203125}, {"start": 325.47, "end": 326.03, "word": " of", "probability": 0.986328125}, {"start": 326.03, "end": 328.25, "word": " starter", "probability": 0.650390625}, {"start": 328.25, "end": 332.79, "word": " is", "probability": 0.9638671875}, {"start": 332.79, "end": 333.27, "word": " not", "probability": 0.96728515625}, {"start": 333.27, "end": 333.75, "word": " bad", "probability": 0.9677734375}, {"start": 333.75, "end": 336.41, "word": " given", "probability": 0.7734375}, {"start": 336.41, "end": 337.19, "word": " odd", "probability": 0.91357421875}, {"start": 337.19, "end": 338.97, "word": " noises", "probability": 0.943359375}, {"start": 338.97, "end": 341.35, "word": " المنطق", "probability": 0.9327392578125}, {"start": 341.35, "end": 341.49, "word": " ايش", "probability": 0.7294108072916666}, {"start": 341.49, "end": 341.85, "word": " بيقول", "probability": 0.9864908854166666}, {"start": 341.85, "end": 342.57, "word": " ان", "probability": 0.454833984375}, {"start": 342.57, "end": 342.71, "word": " هي", "probability": 0.85546875}, {"start": 342.71, "end": 343.25, "word": " المكملة", "probability": 0.9641927083333334}, {"start": 343.25, "end": 343.71, "word": " بتاعتها", "probability": 0.8768310546875}], "temperature": 1.0}, {"id": 15, "seek": 36567, "start": 344.25, "end": 365.67, "text": "إذا كان والله صار فيه صوت فمعنى ذلك 70% أنه ال starter فيه مشكلة bad معنى ذلك أنه 30% أنه ال starter ماصارش فيه bad صار ال noise لكن ماصارش فيه bad كويس فإذا not bad ب 0.3 0.3 لعندي الآن ماشية؟ ماشية تمام نكمل", "tokens": [28814, 15730, 25961, 16070, 43761, 20328, 9640, 8978, 3224, 20328, 35473, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 5285, 4, 14739, 3224, 2423, 22465, 8978, 3224, 37893, 28820, 3660, 1578, 20449, 1863, 7578, 29910, 23275, 14739, 3224, 2217, 4, 14739, 3224, 2423, 22465, 19446, 9381, 9640, 8592, 8978, 3224, 1578, 20328, 9640, 2423, 5658, 44381, 19446, 9381, 9640, 8592, 8978, 3224, 1578, 9122, 45865, 3794, 6156, 28814, 15730, 406, 1578, 4724, 1958, 13, 18, 1958, 13, 18, 5296, 3615, 1863, 16254, 6024, 48506, 3714, 33599, 10632, 22807, 3714, 33599, 10632, 46811, 10943, 8717, 24793, 1211], "avg_logprob": -0.18457031032691398, "compression_ratio": 1.7826086956521738, "no_speech_prob": 2.9921531677246094e-05, "words": [{"start": 344.25, "end": 344.57, "word": "إذا", "probability": 0.843994140625}, {"start": 344.57, "end": 344.77, "word": " كان", "probability": 0.9794921875}, {"start": 344.77, "end": 345.11, "word": " والله", "probability": 0.61383056640625}, {"start": 345.11, "end": 345.69, "word": " صار", "probability": 0.979248046875}, {"start": 345.69, "end": 345.93, "word": " فيه", "probability": 0.8173828125}, {"start": 345.93, "end": 346.31, "word": " صوت", "probability": 0.990234375}, {"start": 346.31, "end": 346.91, "word": " فمعنى", "probability": 0.86162109375}, {"start": 346.91, "end": 347.09, "word": " ذلك", "probability": 0.987548828125}, {"start": 347.09, "end": 347.39, "word": " 70", "probability": 0.658203125}, {"start": 347.39, "end": 347.81, "word": "%", "probability": 0.9755859375}, {"start": 347.81, "end": 349.03, "word": " أنه", "probability": 0.6533203125}, {"start": 349.03, "end": 349.13, "word": " ال", "probability": 0.92041015625}, {"start": 349.13, "end": 349.53, "word": " starter", "probability": 0.85009765625}, {"start": 349.53, "end": 350.35, "word": " فيه", "probability": 0.89697265625}, {"start": 350.35, "end": 350.81, "word": " مشكلة", "probability": 0.984375}, {"start": 350.81, "end": 351.27, "word": " bad", "probability": 0.6767578125}, {"start": 351.27, "end": 351.91, "word": " معنى", "probability": 0.8017578125}, {"start": 351.91, "end": 352.13, "word": " ذلك", "probability": 0.989013671875}, {"start": 352.13, "end": 352.29, "word": " أنه", "probability": 0.80126953125}, {"start": 352.29, "end": 352.53, "word": " 30", "probability": 0.583984375}, {"start": 352.53, "end": 353.01, "word": "%", "probability": 0.994140625}, {"start": 353.01, "end": 353.61, "word": " أنه", "probability": 0.798828125}, {"start": 353.61, "end": 353.67, "word": " ال", "probability": 0.96142578125}, {"start": 353.67, "end": 354.01, "word": " starter", "probability": 0.9404296875}, {"start": 354.01, "end": 354.39, "word": " ماصارش", "probability": 0.797119140625}, {"start": 354.39, "end": 354.57, "word": " فيه", "probability": 0.9775390625}, {"start": 354.57, "end": 354.69, "word": " bad", "probability": 0.95947265625}, {"start": 354.69, "end": 354.97, "word": " صار", "probability": 0.912109375}, {"start": 354.97, "end": 355.05, "word": " ال", "probability": 0.9599609375}, {"start": 355.05, "end": 355.25, "word": " noise", "probability": 0.98193359375}, {"start": 355.25, "end": 355.41, "word": " لكن", "probability": 0.8642578125}, {"start": 355.41, "end": 355.77, "word": " ماصارش", "probability": 0.8599853515625}, {"start": 355.77, "end": 355.95, "word": " فيه", "probability": 0.9814453125}, {"start": 355.95, "end": 356.15, "word": " bad", "probability": 0.9736328125}, {"start": 356.15, "end": 356.85, "word": " كويس", "probability": 0.822265625}, {"start": 356.85, "end": 357.33, "word": " فإذا", "probability": 0.7652994791666666}, {"start": 357.33, "end": 357.63, "word": " not", "probability": 0.9404296875}, {"start": 357.63, "end": 358.03, "word": " bad", "probability": 0.97216796875}, {"start": 358.03, "end": 358.57, "word": " ب", "probability": 0.92724609375}, {"start": 358.57, "end": 360.07, "word": " 0", "probability": 0.463623046875}, {"start": 360.07, "end": 360.85, "word": ".3", "probability": 0.99267578125}, {"start": 360.85, "end": 361.87, "word": " 0", "probability": 0.5361328125}, {"start": 361.87, "end": 362.77, "word": ".3", "probability": 0.996337890625}, {"start": 362.77, "end": 363.23, "word": " لعندي", "probability": 0.71295166015625}, {"start": 363.23, "end": 363.37, "word": " الآن", "probability": 0.72412109375}, {"start": 363.37, "end": 363.83, "word": " ماشية؟", "probability": 0.80517578125}, {"start": 363.83, "end": 364.25, "word": " ماشية", "probability": 0.9493815104166666}, {"start": 364.25, "end": 364.87, "word": " تمام", "probability": 0.919677734375}, {"start": 364.87, "end": 365.67, "word": " نكمل", "probability": 0.803955078125}], "temperature": 1.0}, {"id": 16, "seek": 38592, "start": 366.78, "end": 385.92, "text": "فإذن بقدر أقول أنه the symptom is odd noises then the starter is good اللي هي not bad يعني not bad with probability 0.3 هي 0.3 not bad معناته good معناته good الحقيقة هذا الكلام ضمني", "tokens": [5172, 28814, 8848, 1863, 4724, 28543, 2288, 5551, 39648, 14739, 3224, 264, 29370, 307, 7401, 14620, 550, 264, 22465, 307, 665, 13672, 1829, 39896, 406, 1578, 37495, 22653, 406, 1578, 365, 8482, 1958, 13, 18, 39896, 1958, 13, 18, 406, 1578, 20449, 8315, 47395, 665, 20449, 8315, 47395, 665, 21542, 38436, 28671, 23758, 2423, 28820, 10943, 48812, 27842, 1829], "avg_logprob": -0.19817708109815915, "compression_ratio": 1.4176470588235295, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 366.78, "end": 367.36, "word": "فإذن", "probability": 0.79815673828125}, {"start": 367.36, "end": 368.04, "word": " بقدر", "probability": 0.974609375}, {"start": 368.04, "end": 368.24, "word": " أقول", "probability": 0.86572265625}, {"start": 368.24, "end": 368.64, "word": " أنه", "probability": 0.494873046875}, {"start": 368.64, "end": 368.76, "word": " the", "probability": 0.48193359375}, {"start": 368.76, "end": 369.16, "word": " symptom", "probability": 0.931640625}, {"start": 369.16, "end": 369.88, "word": " is", "probability": 0.9580078125}, {"start": 369.88, "end": 370.3, "word": " odd", "probability": 0.68310546875}, {"start": 370.3, "end": 370.76, "word": " noises", "probability": 0.92431640625}, {"start": 370.76, "end": 371.22, "word": " then", "probability": 0.6513671875}, {"start": 371.22, "end": 371.42, "word": " the", "probability": 0.9189453125}, {"start": 371.42, "end": 371.76, "word": " starter", "probability": 0.90283203125}, {"start": 371.76, "end": 372.06, "word": " is", "probability": 0.96484375}, {"start": 372.06, "end": 372.68, "word": " good", "probability": 0.8662109375}, {"start": 372.68, "end": 373.08, "word": " اللي", "probability": 0.787109375}, {"start": 373.08, "end": 373.26, "word": " هي", "probability": 0.85595703125}, {"start": 373.26, "end": 373.44, "word": " not", "probability": 0.95263671875}, {"start": 373.44, "end": 373.72, "word": " bad", "probability": 0.9697265625}, {"start": 373.72, "end": 374.0, "word": " يعني", "probability": 0.8818359375}, {"start": 374.0, "end": 374.54, "word": " not", "probability": 0.496337890625}, {"start": 374.54, "end": 375.0, "word": " bad", "probability": 0.96923828125}, {"start": 375.0, "end": 375.86, "word": " with", "probability": 0.90478515625}, {"start": 375.86, "end": 376.52, "word": " probability", "probability": 0.9609375}, {"start": 376.52, "end": 376.72, "word": " 0", "probability": 0.52783203125}, {"start": 376.72, "end": 377.28, "word": ".3", "probability": 0.99169921875}, {"start": 377.28, "end": 378.34, "word": " هي", "probability": 0.1328125}, {"start": 378.34, "end": 378.76, "word": " 0", "probability": 0.79052734375}, {"start": 378.76, "end": 379.26, "word": ".3", "probability": 0.99755859375}, {"start": 379.26, "end": 379.62, "word": " not", "probability": 0.86328125}, {"start": 379.62, "end": 379.9, "word": " bad", "probability": 0.97607421875}, {"start": 379.9, "end": 380.24, "word": " معناته", "probability": 0.9816080729166666}, {"start": 380.24, "end": 380.52, "word": " good", "probability": 0.9052734375}, {"start": 380.52, "end": 381.16, "word": " معناته", "probability": 0.8670247395833334}, {"start": 381.16, "end": 381.86, "word": " good", "probability": 0.89794921875}, {"start": 381.86, "end": 382.88, "word": " الحقيقة", "probability": 0.95751953125}, {"start": 382.88, "end": 384.06, "word": " هذا", "probability": 0.75390625}, {"start": 384.06, "end": 384.56, "word": " الكلام", "probability": 0.9705403645833334}, {"start": 384.56, "end": 385.92, "word": " ضمني", "probability": 0.8177083333333334}], "temperature": 1.0}, {"id": 17, "seek": 40544, "start": 386.52, "end": 405.44, "text": "ضمنيا انا هيك افهمت و ال human هيك بيحكم ال human بيحكم بهذه الطريقة بطريقة انه مكملات لبعض كل هالامور و اللي هنكتشف لاحقا انه ممكن توصلنا لتقدير خاطئ احيانا كقيم طيب الان لو عكسنا خلينا نعكسها و قلنا", "tokens": [11242, 27842, 25528, 1975, 8315, 39896, 4117, 1975, 5172, 16095, 2655, 4032, 2423, 1952, 39896, 4117, 4724, 1829, 5016, 24793, 2423, 1952, 4724, 1829, 5016, 24793, 39627, 24192, 41950, 16572, 28671, 4724, 9566, 16572, 28671, 16472, 3224, 3714, 24793, 1211, 9307, 5296, 3555, 3615, 11242, 28242, 8032, 6027, 10943, 13063, 4032, 13672, 1829, 8032, 1863, 4117, 2655, 8592, 5172, 20193, 5016, 4587, 995, 16472, 3224, 3714, 43020, 33427, 36520, 8315, 5296, 2655, 28543, 13546, 16490, 41193, 19986, 1975, 5016, 1829, 7649, 995, 9122, 4587, 32640, 23032, 1829, 3555, 2423, 7649, 45164, 6225, 4117, 3794, 8315, 16490, 1211, 9957, 995, 8717, 3615, 4117, 3794, 11296, 4032, 12174, 1211, 8315], "avg_logprob": -0.1589736227595478, "compression_ratio": 1.8144329896907216, "no_speech_prob": 4.112720489501953e-06, "words": [{"start": 386.52, "end": 387.14, "word": "ضمنيا", "probability": 0.7809244791666666}, {"start": 387.14, "end": 387.34, "word": " انا", "probability": 0.7548828125}, {"start": 387.34, "end": 387.52, "word": " هيك", "probability": 0.904052734375}, {"start": 387.52, "end": 387.94, "word": " افهمت", "probability": 0.8448486328125}, {"start": 387.94, "end": 388.26, "word": " و", "probability": 0.356201171875}, {"start": 388.26, "end": 388.4, "word": " ال", "probability": 0.9267578125}, {"start": 388.4, "end": 388.68, "word": " human", "probability": 0.8759765625}, {"start": 388.68, "end": 388.94, "word": " هيك", "probability": 0.97509765625}, {"start": 388.94, "end": 389.38, "word": " بيحكم", "probability": 0.976318359375}, {"start": 389.38, "end": 390.06, "word": " ال", "probability": 0.548828125}, {"start": 390.06, "end": 390.4, "word": " human", "probability": 0.9345703125}, {"start": 390.4, "end": 391.06, "word": " بيحكم", "probability": 0.978271484375}, {"start": 391.06, "end": 391.36, "word": " بهذه", "probability": 0.920654296875}, {"start": 391.36, "end": 391.84, "word": " الطريقة", "probability": 0.9873046875}, {"start": 391.84, "end": 392.56, "word": " بطريقة", "probability": 0.86181640625}, {"start": 392.56, "end": 393.0, "word": " انه", "probability": 0.876220703125}, {"start": 393.0, "end": 393.82, "word": " مكملات", "probability": 0.865478515625}, {"start": 393.82, "end": 394.16, "word": " لبعض", "probability": 0.9342041015625}, {"start": 394.16, "end": 394.36, "word": " كل", "probability": 0.9794921875}, {"start": 394.36, "end": 394.78, "word": " هالامور", "probability": 0.8172607421875}, {"start": 394.78, "end": 395.72, "word": " و", "probability": 0.6181640625}, {"start": 395.72, "end": 395.84, "word": " اللي", "probability": 0.895751953125}, {"start": 395.84, "end": 396.54, "word": " هنكتشف", "probability": 0.872314453125}, {"start": 396.54, "end": 396.94, "word": " لاحقا", "probability": 0.9658203125}, {"start": 396.94, "end": 397.16, "word": " انه", "probability": 0.856689453125}, {"start": 397.16, "end": 397.4, "word": " ممكن", "probability": 0.98095703125}, {"start": 397.4, "end": 398.16, "word": " توصلنا", "probability": 0.8323567708333334}, {"start": 398.16, "end": 399.04, "word": " لتقدير", "probability": 0.9293212890625}, {"start": 399.04, "end": 399.58, "word": " خاطئ", "probability": 0.943359375}, {"start": 399.58, "end": 400.32, "word": " احيانا", "probability": 0.9181640625}, {"start": 400.32, "end": 401.34, "word": " كقيم", "probability": 0.89599609375}, {"start": 401.34, "end": 401.9, "word": " طيب", "probability": 0.8772786458333334}, {"start": 401.9, "end": 402.2, "word": " الان", "probability": 0.5609130859375}, {"start": 402.2, "end": 402.4, "word": " لو", "probability": 0.99365234375}, {"start": 402.4, "end": 403.02, "word": " عكسنا", "probability": 0.9896240234375}, {"start": 403.02, "end": 404.0, "word": " خلينا", "probability": 0.711669921875}, {"start": 404.0, "end": 404.6, "word": " نعكسها", "probability": 0.99482421875}, {"start": 404.6, "end": 404.98, "word": " و", "probability": 0.85498046875}, {"start": 404.98, "end": 405.44, "word": " قلنا", "probability": 0.7444661458333334}], "temperature": 1.0}, {"id": 18, "seek": 43668, "start": 408.04, "end": 436.68, "text": "هدول ال statistics جالت هيك لأن نفس ال statistics في المثال هذا اعطتني معلومة أخرى هي نفسها جالت if the starter او نكتبها مختصرا ال starter is bad then odd", "tokens": [3224, 3215, 12610, 2423, 12523, 10874, 6027, 2655, 39896, 4117, 5296, 33456, 8717, 36178, 2423, 12523, 8978, 9673, 12984, 6027, 23758, 1975, 3615, 9566, 2655, 22653, 20449, 1211, 20498, 3660, 5551, 34740, 7578, 39896, 8717, 36178, 11296, 10874, 6027, 2655, 498, 264, 22465, 1975, 2407, 8717, 4117, 2655, 3555, 11296, 3714, 46456, 9381, 23557, 2423, 22465, 307, 1578, 550, 7401], "avg_logprob": -0.16201332455775777, "compression_ratio": 1.4743589743589745, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 408.04, "end": 408.46, "word": "هدول", "probability": 0.9563802083333334}, {"start": 408.46, "end": 408.6, "word": " ال", "probability": 0.89892578125}, {"start": 408.6, "end": 409.78, "word": " statistics", "probability": 0.8828125}, {"start": 409.78, "end": 410.32, "word": " جالت", "probability": 0.7511393229166666}, {"start": 410.32, "end": 410.7, "word": " هيك", "probability": 0.9892578125}, {"start": 410.7, "end": 411.26, "word": " لأن", "probability": 0.787109375}, {"start": 411.26, "end": 411.48, "word": " نفس", "probability": 0.994140625}, {"start": 411.48, "end": 411.64, "word": " ال", "probability": 0.99169921875}, {"start": 411.64, "end": 412.32, "word": " statistics", "probability": 0.94921875}, {"start": 412.32, "end": 412.78, "word": " في", "probability": 0.86328125}, {"start": 412.78, "end": 413.1, "word": " المثال", "probability": 0.9889322916666666}, {"start": 413.1, "end": 413.4, "word": " هذا", "probability": 0.69970703125}, {"start": 413.4, "end": 414.02, "word": " اعطتني", "probability": 0.79326171875}, {"start": 414.02, "end": 414.44, "word": " معلومة", "probability": 0.9805908203125}, {"start": 414.44, "end": 415.26, "word": " أخرى", "probability": 0.89306640625}, {"start": 415.26, "end": 415.86, "word": " هي", "probability": 0.72705078125}, {"start": 415.86, "end": 416.46, "word": " نفسها", "probability": 0.9977213541666666}, {"start": 416.46, "end": 417.14, "word": " جالت", "probability": 0.9471028645833334}, {"start": 417.14, "end": 417.52, "word": " if", "probability": 0.86279296875}, {"start": 417.52, "end": 419.78, "word": " the", "probability": 0.7080078125}, {"start": 419.78, "end": 420.46, "word": " starter", "probability": 0.9052734375}, {"start": 420.46, "end": 420.9, "word": " او", "probability": 0.728759765625}, {"start": 420.9, "end": 421.34, "word": " نكتبها", "probability": 0.94521484375}, {"start": 421.34, "end": 421.86, "word": " مختصرا", "probability": 0.8077392578125}, {"start": 421.86, "end": 422.0, "word": " ال", "probability": 0.27392578125}, {"start": 422.0, "end": 422.46, "word": " starter", "probability": 0.88623046875}, {"start": 422.46, "end": 427.2, "word": " is", "probability": 0.880859375}, {"start": 427.2, "end": 428.08, "word": " bad", "probability": 0.96142578125}, {"start": 428.08, "end": 431.76, "word": " then", "probability": 0.57177734375}, {"start": 431.76, "end": 436.68, "word": " odd", "probability": 0.724609375}], "temperature": 1.0}, {"id": 19, "seek": 46763, "start": 438.67, "end": 467.63, "text": "noises في أصوات غريبة بنسبة تجديش أو باحتمالية تجديش 0.85 برضه نفس الكلام ال statistics اللي جالت الكلام هذا ال statistics اللي جالت الكلام هذا بقدر أستنتج من هذا الموضوع من هذه من النقطين هدول او من النقطة هذه ان probability of odd odd noises if", "tokens": [1771, 3598, 8978, 5551, 9381, 2407, 9307, 32771, 16572, 49401, 44945, 35457, 3660, 6055, 7435, 16254, 8592, 34051, 4724, 995, 33753, 2304, 6027, 10632, 6055, 7435, 16254, 8592, 1958, 13, 19287, 4724, 43042, 3224, 8717, 36178, 2423, 28820, 10943, 2423, 12523, 13672, 1829, 10874, 6027, 2655, 2423, 28820, 10943, 23758, 2423, 12523, 13672, 1829, 10874, 6027, 2655, 2423, 28820, 10943, 23758, 4724, 28543, 2288, 5551, 14851, 29399, 7435, 9154, 23758, 9673, 2407, 11242, 45367, 9154, 29538, 9154, 28239, 47432, 9957, 8032, 3215, 12610, 1975, 2407, 9154, 28239, 47432, 3660, 29538, 16472, 8482, 295, 7401, 7401, 14620, 498], "avg_logprob": -0.17777423515003554, "compression_ratio": 1.8055555555555556, "no_speech_prob": 8.58306884765625e-06, "words": [{"start": 438.67, "end": 439.55, "word": "noises", "probability": 0.6102294921875}, {"start": 439.55, "end": 440.43, "word": " في", "probability": 0.56005859375}, {"start": 440.43, "end": 440.81, "word": " أصوات", "probability": 0.95556640625}, {"start": 440.81, "end": 441.27, "word": " غريبة", "probability": 0.9921875}, {"start": 441.27, "end": 442.05, "word": " بنسبة", "probability": 0.7919108072916666}, {"start": 442.05, "end": 442.39, "word": " تجديش", "probability": 0.64495849609375}, {"start": 442.39, "end": 442.49, "word": " أو", "probability": 0.87548828125}, {"start": 442.49, "end": 442.91, "word": " باحتمالية", "probability": 0.8941243489583334}, {"start": 442.91, "end": 443.49, "word": " تجديش", "probability": 0.9708251953125}, {"start": 443.49, "end": 444.11, "word": " 0", "probability": 0.55810546875}, {"start": 444.11, "end": 445.43, "word": ".85", "probability": 0.966552734375}, {"start": 445.43, "end": 448.17, "word": " برضه", "probability": 0.7838541666666666}, {"start": 448.17, "end": 448.39, "word": " نفس", "probability": 0.99267578125}, {"start": 448.39, "end": 448.89, "word": " الكلام", "probability": 0.9736328125}, {"start": 448.89, "end": 449.49, "word": " ال", "probability": 0.787109375}, {"start": 449.49, "end": 449.89, "word": " statistics", "probability": 0.8564453125}, {"start": 449.89, "end": 451.09, "word": " اللي", "probability": 0.87109375}, {"start": 451.09, "end": 451.35, "word": " جالت", "probability": 0.73291015625}, {"start": 451.35, "end": 451.69, "word": " الكلام", "probability": 0.9596354166666666}, {"start": 451.69, "end": 451.99, "word": " هذا", "probability": 0.794921875}, {"start": 451.99, "end": 452.29, "word": " ال", "probability": 0.7294921875}, {"start": 452.29, "end": 452.77, "word": " statistics", "probability": 0.9228515625}, {"start": 452.77, "end": 453.19, "word": " اللي", "probability": 0.989990234375}, {"start": 453.19, "end": 453.39, "word": " جالت", "probability": 0.9724934895833334}, {"start": 453.39, "end": 453.71, "word": " الكلام", "probability": 0.97119140625}, {"start": 453.71, "end": 453.93, "word": " هذا", "probability": 0.93798828125}, {"start": 453.93, "end": 454.51, "word": " بقدر", "probability": 0.9835611979166666}, {"start": 454.51, "end": 455.07, "word": " أستنتج", "probability": 0.899658203125}, {"start": 455.07, "end": 455.27, "word": " من", "probability": 0.99365234375}, {"start": 455.27, "end": 455.53, "word": " هذا", "probability": 0.974609375}, {"start": 455.53, "end": 455.97, "word": " الموضوع", "probability": 0.9986572265625}, {"start": 455.97, "end": 456.13, "word": " من", "probability": 0.8359375}, {"start": 456.13, "end": 456.41, "word": " هذه", "probability": 0.85498046875}, {"start": 456.41, "end": 457.45, "word": " من", "probability": 0.583984375}, {"start": 457.45, "end": 457.93, "word": " النقطين", "probability": 0.9436848958333334}, {"start": 457.93, "end": 458.19, "word": " هدول", "probability": 0.84619140625}, {"start": 458.19, "end": 458.31, "word": " او", "probability": 0.7041015625}, {"start": 458.31, "end": 458.41, "word": " من", "probability": 0.9384765625}, {"start": 458.41, "end": 458.73, "word": " النقطة", "probability": 0.9475911458333334}, {"start": 458.73, "end": 458.95, "word": " هذه", "probability": 0.8095703125}, {"start": 458.95, "end": 459.45, "word": " ان", "probability": 0.6650390625}, {"start": 459.45, "end": 460.33, "word": " probability", "probability": 0.79638671875}, {"start": 460.33, "end": 461.31, "word": " of", "probability": 0.97265625}, {"start": 461.31, "end": 462.51, "word": " odd", "probability": 0.5849609375}, {"start": 462.51, "end": 463.93, "word": " odd", "probability": 0.264892578125}, {"start": 463.93, "end": 465.13, "word": " noises", "probability": 0.814453125}, {"start": 465.13, "end": 467.63, "word": " if", "probability": 0.88525390625}], "temperature": 1.0}, {"id": 20, "seek": 49660, "start": 468.52, "end": 496.6, "text": "starter او condition starter is bad بتساوي 0.85 وكمان probability probability انه ماصارش noise فإذا not add noises condition starter", "tokens": [24419, 260, 1975, 2407, 4188, 22465, 307, 1578, 39894, 3794, 995, 45865, 1958, 13, 19287, 4032, 24793, 7649, 8482, 8482, 16472, 3224, 19446, 9381, 9640, 8592, 5658, 6156, 28814, 15730, 406, 257, 24810, 14620, 4188, 22465], "avg_logprob": -0.2476773551992468, "compression_ratio": 1.3057851239669422, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 468.52, "end": 469.18, "word": "starter", "probability": 0.69482421875}, {"start": 469.18, "end": 469.28, "word": " او", "probability": 0.73974609375}, {"start": 469.28, "end": 469.68, "word": " condition", "probability": 0.94287109375}, {"start": 469.68, "end": 470.48, "word": " starter", "probability": 0.77978515625}, {"start": 470.48, "end": 472.42, "word": " is", "probability": 0.93115234375}, {"start": 472.42, "end": 472.96, "word": " bad", "probability": 0.9697265625}, {"start": 472.96, "end": 476.16, "word": " بتساوي", "probability": 0.8846435546875}, {"start": 476.16, "end": 476.54, "word": " 0", "probability": 0.330322265625}, {"start": 476.54, "end": 477.88, "word": ".85", "probability": 0.977783203125}, {"start": 477.88, "end": 479.32, "word": " وكمان", "probability": 0.72265625}, {"start": 479.32, "end": 480.1, "word": " probability", "probability": 0.95458984375}, {"start": 480.1, "end": 481.54, "word": " probability", "probability": 0.693359375}, {"start": 481.54, "end": 482.1, "word": " انه", "probability": 0.81103515625}, {"start": 482.1, "end": 483.32, "word": " ماصارش", "probability": 0.8255615234375}, {"start": 483.32, "end": 483.74, "word": " noise", "probability": 0.95849609375}, {"start": 483.74, "end": 484.72, "word": " فإذا", "probability": 0.7794596354166666}, {"start": 484.72, "end": 486.16, "word": " not", "probability": 0.91943359375}, {"start": 486.16, "end": 488.02, "word": " add", "probability": 0.550537109375}, {"start": 488.02, "end": 489.72, "word": " noises", "probability": 0.947265625}, {"start": 489.72, "end": 495.74, "word": " condition", "probability": 0.96923828125}, {"start": 495.74, "end": 496.6, "word": " starter", "probability": 0.849609375}], "temperature": 1.0}, {"id": 21, "seek": 52648, "start": 499.84, "end": 526.48, "text": "is bad إيش هتساوي المكملة مكملتها إذا أنا بقول كنتيجة هيظهر عندي صوت إذا إيش صار إذا ال starter خربان طيب بنسبة 85% معناته إنه لأ ممكن مايظهرش noise و ال starter برضه خربان بالنسبة لمكملة اللي هي 15%", "tokens": [271, 1578, 11933, 1829, 8592, 8032, 2655, 3794, 995, 45865, 9673, 24793, 37977, 3714, 24793, 1211, 2655, 11296, 11933, 15730, 41850, 4724, 39648, 9122, 29399, 1829, 7435, 3660, 39896, 19913, 3224, 2288, 43242, 1829, 20328, 35473, 11933, 15730, 11933, 1829, 8592, 20328, 9640, 11933, 15730, 2423, 22465, 16490, 25513, 7649, 23032, 1829, 3555, 44945, 35457, 3660, 14695, 4, 20449, 8315, 47395, 36145, 3224, 5296, 10721, 3714, 43020, 19446, 1829, 19913, 3224, 2288, 8592, 5658, 4032, 2423, 22465, 4724, 43042, 3224, 16490, 25513, 7649, 20666, 1863, 35457, 3660, 32767, 24793, 37977, 13672, 1829, 39896, 2119, 4], "avg_logprob": -0.13989257238184413, "compression_ratio": 1.6582914572864322, "no_speech_prob": 8.52346420288086e-06, "words": [{"start": 499.84, "end": 500.16, "word": "is", "probability": 0.74755859375}, {"start": 500.16, "end": 500.6, "word": " bad", "probability": 0.7939453125}, {"start": 500.6, "end": 504.94, "word": " إيش", "probability": 0.6957600911458334}, {"start": 504.94, "end": 505.44, "word": " هتساوي", "probability": 0.94130859375}, {"start": 505.44, "end": 506.36, "word": " المكملة", "probability": 0.77392578125}, {"start": 506.36, "end": 508.1, "word": " مكملتها", "probability": 0.9306640625}, {"start": 508.1, "end": 508.64, "word": " إذا", "probability": 0.863037109375}, {"start": 508.64, "end": 508.76, "word": " أنا", "probability": 0.91162109375}, {"start": 508.76, "end": 509.1, "word": " بقول", "probability": 0.985107421875}, {"start": 509.1, "end": 510.92, "word": " كنتيجة", "probability": 0.955859375}, {"start": 510.92, "end": 511.58, "word": " هيظهر", "probability": 0.8994140625}, {"start": 511.58, "end": 511.86, "word": " عندي", "probability": 0.698486328125}, {"start": 511.86, "end": 512.22, "word": " صوت", "probability": 0.993408203125}, {"start": 512.22, "end": 513.16, "word": " إذا", "probability": 0.9677734375}, {"start": 513.16, "end": 513.34, "word": " إيش", "probability": 0.9573567708333334}, {"start": 513.34, "end": 513.62, "word": " صار", "probability": 0.979248046875}, {"start": 513.62, "end": 513.84, "word": " إذا", "probability": 0.898193359375}, {"start": 513.84, "end": 513.96, "word": " ال", "probability": 0.9365234375}, {"start": 513.96, "end": 514.3, "word": " starter", "probability": 0.8525390625}, {"start": 514.3, "end": 515.5, "word": " خربان", "probability": 0.9222005208333334}, {"start": 515.5, "end": 516.44, "word": " طيب", "probability": 0.8916015625}, {"start": 516.44, "end": 517.46, "word": " بنسبة", "probability": 0.7647298177083334}, {"start": 517.46, "end": 518.12, "word": " 85", "probability": 0.77734375}, {"start": 518.12, "end": 518.68, "word": "%", "probability": 0.9775390625}, {"start": 518.68, "end": 519.3, "word": " معناته", "probability": 0.9098307291666666}, {"start": 519.3, "end": 519.58, "word": " إنه", "probability": 0.69140625}, {"start": 519.58, "end": 519.72, "word": " لأ", "probability": 0.978759765625}, {"start": 519.72, "end": 519.98, "word": " ممكن", "probability": 0.975341796875}, {"start": 519.98, "end": 520.64, "word": " مايظهرش", "probability": 0.9278157552083334}, {"start": 520.64, "end": 521.44, "word": " noise", "probability": 0.935546875}, {"start": 521.44, "end": 521.82, "word": " و", "probability": 0.5517578125}, {"start": 521.82, "end": 521.9, "word": " ال", "probability": 0.77685546875}, {"start": 521.9, "end": 522.24, "word": " starter", "probability": 0.87744140625}, {"start": 522.24, "end": 522.58, "word": " برضه", "probability": 0.9635416666666666}, {"start": 522.58, "end": 523.1, "word": " خربان", "probability": 0.9890950520833334}, {"start": 523.1, "end": 524.14, "word": " بالنسبة", "probability": 0.99365234375}, {"start": 524.14, "end": 524.8, "word": " لمكملة", "probability": 0.8497721354166666}, {"start": 524.8, "end": 525.3, "word": " اللي", "probability": 0.843505859375}, {"start": 525.3, "end": 525.58, "word": " هي", "probability": 0.91162109375}, {"start": 525.58, "end": 526.1, "word": " 15", "probability": 0.775390625}, {"start": 526.1, "end": 526.48, "word": "%", "probability": 0.9267578125}], "temperature": 1.0}, {"id": 22, "seek": 55529, "start": 528.5, "end": 555.3, "text": "15% تمام تمام اللي بالازرج هذه المعلومات أخدناها من ال statistics احنا استنتجنا اللي بالاحمر احنا استنتجنا اللي بالاحمر كويس فلاحظ هل استنتجاتنا احنا ك human صحيحة ولا مش صحيحة وكيف ممكن اربطها الحقيقة في بعضها هنربطها في بعضها من خلال انه محتاج prior knowledge او prior probability", "tokens": [5211, 4, 46811, 10943, 46811, 10943, 13672, 1829, 20666, 31377, 47341, 29538, 9673, 30241, 20498, 9307, 5551, 9778, 3215, 8315, 11296, 9154, 2423, 12523, 1975, 5016, 8315, 44713, 29399, 7435, 8315, 13672, 1829, 20666, 39319, 29973, 1975, 5016, 8315, 44713, 29399, 7435, 8315, 13672, 1829, 20666, 39319, 29973, 9122, 45865, 3794, 6156, 15040, 5016, 19913, 8032, 1211, 44713, 29399, 7435, 9307, 8315, 1975, 5016, 8315, 9122, 1952, 20328, 5016, 1829, 5016, 3660, 49429, 37893, 20328, 5016, 1829, 5016, 3660, 4032, 4117, 33911, 3714, 43020, 1975, 25513, 9566, 11296, 21542, 38436, 28671, 8978, 45030, 11242, 11296, 8032, 1863, 25513, 9566, 11296, 8978, 45030, 11242, 11296, 9154, 16490, 1211, 6027, 16472, 3224, 3714, 33753, 26108, 4059, 3601, 1975, 2407, 4059, 8482], "avg_logprob": -0.13242188096046448, "compression_ratio": 1.8611111111111112, "no_speech_prob": 3.2782554626464844e-06, "words": [{"start": 528.5, "end": 529.5, "word": "15", "probability": 0.349365234375}, {"start": 529.5, "end": 530.0, "word": "%", "probability": 0.8955078125}, {"start": 530.0, "end": 530.88, "word": " تمام", "probability": 0.6630859375}, {"start": 530.88, "end": 531.46, "word": " تمام", "probability": 0.6595458984375}, {"start": 531.46, "end": 531.96, "word": " اللي", "probability": 0.697509765625}, {"start": 531.96, "end": 532.54, "word": " بالازرج", "probability": 0.7452799479166666}, {"start": 532.54, "end": 532.78, "word": " هذه", "probability": 0.77978515625}, {"start": 532.78, "end": 533.16, "word": " المعلومات", "probability": 0.8861083984375}, {"start": 533.16, "end": 533.62, "word": " أخدناها", "probability": 0.88359375}, {"start": 533.62, "end": 533.8, "word": " من", "probability": 0.9873046875}, {"start": 533.8, "end": 534.04, "word": " ال", "probability": 0.55615234375}, {"start": 534.04, "end": 534.62, "word": " statistics", "probability": 0.732421875}, {"start": 534.62, "end": 535.64, "word": " احنا", "probability": 0.8736979166666666}, {"start": 535.64, "end": 536.44, "word": " استنتجنا", "probability": 0.9539794921875}, {"start": 536.44, "end": 536.64, "word": " اللي", "probability": 0.980224609375}, {"start": 536.64, "end": 537.16, "word": " بالاحمر", "probability": 0.83984375}, {"start": 537.16, "end": 538.74, "word": " احنا", "probability": 0.89697265625}, {"start": 538.74, "end": 539.46, "word": " استنتجنا", "probability": 0.989501953125}, {"start": 539.46, "end": 540.18, "word": " اللي", "probability": 0.983154296875}, {"start": 540.18, "end": 540.64, "word": " بالاحمر", "probability": 0.9913736979166666}, {"start": 540.64, "end": 541.46, "word": " كويس", "probability": 0.87744140625}, {"start": 541.46, "end": 542.44, "word": " فلاحظ", "probability": 0.9566650390625}, {"start": 542.44, "end": 542.66, "word": " هل", "probability": 0.943359375}, {"start": 542.66, "end": 543.44, "word": " استنتجاتنا", "probability": 0.91748046875}, {"start": 543.44, "end": 543.74, "word": " احنا", "probability": 0.9700520833333334}, {"start": 543.74, "end": 543.96, "word": " ك", "probability": 0.91455078125}, {"start": 543.96, "end": 544.32, "word": " human", "probability": 0.8896484375}, {"start": 544.32, "end": 545.52, "word": " صحيحة", "probability": 0.9896484375}, {"start": 545.52, "end": 545.86, "word": " ولا", "probability": 0.80322265625}, {"start": 545.86, "end": 546.04, "word": " مش", "probability": 0.98681640625}, {"start": 546.04, "end": 546.84, "word": " صحيحة", "probability": 0.994921875}, {"start": 546.84, "end": 547.74, "word": " وكيف", "probability": 0.84521484375}, {"start": 547.74, "end": 548.06, "word": " ممكن", "probability": 0.990478515625}, {"start": 548.06, "end": 548.6, "word": " اربطها", "probability": 0.8880615234375}, {"start": 548.6, "end": 549.1, "word": " الحقيقة", "probability": 0.9803059895833334}, {"start": 549.1, "end": 549.58, "word": " في", "probability": 0.84765625}, {"start": 549.58, "end": 549.98, "word": " بعضها", "probability": 0.9967447916666666}, {"start": 549.98, "end": 550.64, "word": " هنربطها", "probability": 0.871337890625}, {"start": 550.64, "end": 550.78, "word": " في", "probability": 0.9423828125}, {"start": 550.78, "end": 550.98, "word": " بعضها", "probability": 0.986328125}, {"start": 550.98, "end": 551.12, "word": " من", "probability": 0.98828125}, {"start": 551.12, "end": 551.54, "word": " خلال", "probability": 0.9962565104166666}, {"start": 551.54, "end": 551.86, "word": " انه", "probability": 0.87353515625}, {"start": 551.86, "end": 552.32, "word": " محتاج", "probability": 0.9908854166666666}, {"start": 552.32, "end": 552.74, "word": " prior", "probability": 0.87255859375}, {"start": 552.74, "end": 553.26, "word": " knowledge", "probability": 0.947265625}, {"start": 553.26, "end": 553.78, "word": " او", "probability": 0.797607421875}, {"start": 553.78, "end": 554.12, "word": " prior", "probability": 0.921875}, {"start": 554.12, "end": 555.3, "word": " probability", "probability": 0.97119140625}], "temperature": 1.0}, {"id": 23, "seek": 58644, "start": 557.04, "end": 586.44, "text": "إن أنا بدي أرجع أستنتج هذا القيمة القيمة هذه إحنا استنتجناها بشكل مباشر، لاحظوا استنتجت بشكل مباشر من الـ rule اللي أعطانيها فأعطتني إن ال starter is bad كنتيجة إذا had noises أو حدثت had noises كان في صوت مزعج بنسبة 70% بنسبة 70% حبدا نحاول نرجع نستنتجها هذه من باقى ال statistics التانية", "tokens": [28814, 1863, 41850, 4724, 16254, 5551, 47341, 3615, 5551, 14851, 29399, 7435, 23758, 25062, 32640, 3660, 25062, 32640, 3660, 29538, 11933, 5016, 8315, 44713, 29399, 7435, 8315, 11296, 4724, 8592, 28820, 3714, 3555, 33599, 2288, 12399, 20193, 5016, 19913, 14407, 44713, 29399, 7435, 2655, 4724, 8592, 28820, 3714, 3555, 33599, 2288, 9154, 2423, 39184, 4978, 13672, 1829, 5551, 3615, 9566, 7649, 1829, 11296, 6156, 10721, 3615, 9566, 2655, 22653, 36145, 2423, 22465, 307, 1578, 9122, 29399, 1829, 7435, 3660, 11933, 15730, 632, 14620, 34051, 11331, 3215, 12984, 2655, 632, 14620, 25961, 8978, 20328, 35473, 3714, 11622, 3615, 7435, 44945, 35457, 3660, 5285, 4, 44945, 35457, 3660, 5285, 4, 11331, 3555, 28259, 8717, 5016, 995, 12610, 8717, 47341, 3615, 8717, 14851, 29399, 7435, 11296, 29538, 9154, 4724, 995, 4587, 7578, 2423, 12523, 16712, 7649, 10632], "avg_logprob": -0.18923610757898401, "compression_ratio": 1.8482490272373542, "no_speech_prob": 8.940696716308594e-07, "words": [{"start": 557.04, "end": 557.26, "word": "إن", "probability": 0.4632568359375}, {"start": 557.26, "end": 557.42, "word": " أنا", "probability": 0.810546875}, {"start": 557.42, "end": 557.66, "word": " بدي", "probability": 0.7171630859375}, {"start": 557.66, "end": 557.96, "word": " أرجع", "probability": 0.9464518229166666}, {"start": 557.96, "end": 558.5, "word": " أستنتج", "probability": 0.9635009765625}, {"start": 558.5, "end": 558.8, "word": " هذا", "probability": 0.79736328125}, {"start": 558.8, "end": 559.98, "word": " القيمة", "probability": 0.9488932291666666}, {"start": 559.98, "end": 562.14, "word": " القيمة", "probability": 0.9423828125}, {"start": 562.14, "end": 562.36, "word": " هذه", "probability": 0.403076171875}, {"start": 562.36, "end": 562.54, "word": " إحنا", "probability": 0.79931640625}, {"start": 562.54, "end": 563.26, "word": " استنتجناها", "probability": 0.92861328125}, {"start": 563.26, "end": 563.66, "word": " بشكل", "probability": 0.9939778645833334}, {"start": 563.66, "end": 564.52, "word": " مباشر،", "probability": 0.872119140625}, {"start": 564.52, "end": 564.96, "word": " لاحظوا", "probability": 0.81121826171875}, {"start": 564.96, "end": 566.24, "word": " استنتجت", "probability": 0.923583984375}, {"start": 566.24, "end": 566.56, "word": " بشكل", "probability": 0.9908854166666666}, {"start": 566.56, "end": 567.14, "word": " مباشر", "probability": 0.9940185546875}, {"start": 567.14, "end": 567.72, "word": " من", "probability": 0.82177734375}, {"start": 567.72, "end": 568.34, "word": " الـ", "probability": 0.4959716796875}, {"start": 568.34, "end": 568.46, "word": " rule", "probability": 0.515625}, {"start": 568.46, "end": 568.58, "word": " اللي", "probability": 0.9423828125}, {"start": 568.58, "end": 569.24, "word": " أعطانيها", "probability": 0.8627115885416666}, {"start": 569.24, "end": 570.34, "word": " فأعطتني", "probability": 0.7423909505208334}, {"start": 570.34, "end": 570.48, "word": " إن", "probability": 0.77197265625}, {"start": 570.48, "end": 570.6, "word": " ال", "probability": 0.85400390625}, {"start": 570.6, "end": 571.04, "word": " starter", "probability": 0.84228515625}, {"start": 571.04, "end": 571.36, "word": " is", "probability": 0.95947265625}, {"start": 571.36, "end": 571.8, "word": " bad", "probability": 0.9638671875}, {"start": 571.8, "end": 574.4, "word": " كنتيجة", "probability": 0.9576171875}, {"start": 574.4, "end": 574.94, "word": " إذا", "probability": 0.9794921875}, {"start": 574.94, "end": 575.68, "word": " had", "probability": 0.370361328125}, {"start": 575.68, "end": 576.32, "word": " noises", "probability": 0.9462890625}, {"start": 576.32, "end": 576.56, "word": " أو", "probability": 0.72607421875}, {"start": 576.56, "end": 577.04, "word": " حدثت", "probability": 0.9527587890625}, {"start": 577.04, "end": 577.2, "word": " had", "probability": 0.60791015625}, {"start": 577.2, "end": 577.52, "word": " noises", "probability": 0.9248046875}, {"start": 577.52, "end": 577.78, "word": " كان", "probability": 0.7763671875}, {"start": 577.78, "end": 577.94, "word": " في", "probability": 0.9189453125}, {"start": 577.94, "end": 578.32, "word": " صوت", "probability": 0.912109375}, {"start": 578.32, "end": 579.14, "word": " مزعج", "probability": 0.9810791015625}, {"start": 579.14, "end": 580.0, "word": " بنسبة", "probability": 0.8126627604166666}, {"start": 580.0, "end": 581.32, "word": " 70", "probability": 0.744140625}, {"start": 581.32, "end": 581.84, "word": "%", "probability": 0.9130859375}, {"start": 581.84, "end": 582.3, "word": " بنسبة", "probability": 0.8312174479166666}, {"start": 582.3, "end": 582.54, "word": " 70", "probability": 0.8154296875}, {"start": 582.54, "end": 582.78, "word": "%", "probability": 0.75390625}, {"start": 582.78, "end": 583.02, "word": " حبدا", "probability": 0.3940022786458333}, {"start": 583.02, "end": 583.36, "word": " نحاول", "probability": 0.85479736328125}, {"start": 583.36, "end": 583.66, "word": " نرجع", "probability": 0.9417317708333334}, {"start": 583.66, "end": 584.34, "word": " نستنتجها", "probability": 0.94765625}, {"start": 584.34, "end": 584.68, "word": " هذه", "probability": 0.8994140625}, {"start": 584.68, "end": 585.12, "word": " من", "probability": 0.96240234375}, {"start": 585.12, "end": 585.36, "word": " باقى", "probability": 0.8192138671875}, {"start": 585.36, "end": 585.48, "word": " ال", "probability": 0.953125}, {"start": 585.48, "end": 585.9, "word": " statistics", "probability": 0.87939453125}, {"start": 585.9, "end": 586.44, "word": " التانية", "probability": 0.96044921875}], "temperature": 1.0}, {"id": 24, "seek": 61622, "start": 587.38, "end": 616.22, "text": "من باقي ال statistics التانية من القاعدة التانية اللي فهمنا ك human خلّانا نطلّع ال two probabilities هدول ك human طلّعنا ال two probabilities هدول وكملناهم في بعض و قلنا اه احنا هنا فاهمين ال probability و خلّصنا الان المعلومة الأهم هي في أن أحصل على هذا ال term لأن هذا ال term أصبح يساوي ال probability لأ starter is bad", "tokens": [27842, 4724, 995, 38436, 2423, 12523, 16712, 7649, 10632, 9154, 25062, 995, 22488, 3660, 16712, 7649, 10632, 13672, 1829, 6156, 16095, 8315, 9122, 1952, 16490, 1211, 11703, 7649, 995, 8717, 9566, 1211, 11703, 3615, 2423, 732, 33783, 8032, 3215, 12610, 9122, 1952, 23032, 1211, 11703, 3615, 8315, 2423, 732, 33783, 8032, 3215, 12610, 4032, 24793, 1211, 8315, 16095, 8978, 45030, 11242, 4032, 12174, 1211, 8315, 1975, 3224, 1975, 5016, 8315, 34105, 6156, 995, 16095, 9957, 2423, 8482, 4032, 16490, 1211, 11703, 9381, 8315, 2423, 7649, 9673, 30241, 20498, 3660, 16247, 16095, 39896, 8978, 14739, 5551, 5016, 36520, 15844, 23758, 2423, 1433, 5296, 33456, 23758, 2423, 1433, 5551, 9381, 49628, 7251, 3794, 995, 45865, 2423, 8482, 5296, 10721, 22465, 307, 1578], "avg_logprob": -0.13545971271420312, "compression_ratio": 1.9446640316205535, "no_speech_prob": 1.9073486328125e-06, "words": [{"start": 587.38, "end": 587.6, "word": "من", "probability": 0.91650390625}, {"start": 587.6, "end": 587.84, "word": " باقي", "probability": 0.8064778645833334}, {"start": 587.84, "end": 587.96, "word": " ال", "probability": 0.96484375}, {"start": 587.96, "end": 588.38, "word": " statistics", "probability": 0.7666015625}, {"start": 588.38, "end": 588.96, "word": " التانية", "probability": 0.9658203125}, {"start": 588.96, "end": 589.36, "word": " من", "probability": 0.7138671875}, {"start": 589.36, "end": 589.84, "word": " القاعدة", "probability": 0.9822998046875}, {"start": 589.84, "end": 590.2, "word": " التانية", "probability": 0.9918619791666666}, {"start": 590.2, "end": 590.56, "word": " اللي", "probability": 0.809814453125}, {"start": 590.56, "end": 591.58, "word": " فهمنا", "probability": 0.9606119791666666}, {"start": 591.58, "end": 591.72, "word": " ك", "probability": 0.97509765625}, {"start": 591.72, "end": 591.94, "word": " human", "probability": 0.7744140625}, {"start": 591.94, "end": 592.46, "word": " خلّانا", "probability": 0.8318359375}, {"start": 592.46, "end": 592.86, "word": " نطلّع", "probability": 0.91787109375}, {"start": 592.86, "end": 592.98, "word": " ال", "probability": 0.95458984375}, {"start": 592.98, "end": 593.1, "word": " two", "probability": 0.84130859375}, {"start": 593.1, "end": 593.56, "word": " probabilities", "probability": 0.92041015625}, {"start": 593.56, "end": 593.98, "word": " هدول", "probability": 0.9080403645833334}, {"start": 593.98, "end": 594.84, "word": " ك", "probability": 0.8720703125}, {"start": 594.84, "end": 595.14, "word": " human", "probability": 0.9296875}, {"start": 595.14, "end": 596.1, "word": " طلّعنا", "probability": 0.922265625}, {"start": 596.1, "end": 596.26, "word": " ال", "probability": 0.9541015625}, {"start": 596.26, "end": 596.54, "word": " two", "probability": 0.9228515625}, {"start": 596.54, "end": 597.0, "word": " probabilities", "probability": 0.91943359375}, {"start": 597.0, "end": 597.34, "word": " هدول", "probability": 0.9793294270833334}, {"start": 597.34, "end": 598.2, "word": " وكملناهم", "probability": 0.71962890625}, {"start": 598.2, "end": 598.34, "word": " في", "probability": 0.759765625}, {"start": 598.34, "end": 598.62, "word": " بعض", "probability": 0.99072265625}, {"start": 598.62, "end": 598.74, "word": " و", "probability": 0.97216796875}, {"start": 598.74, "end": 599.0, "word": " قلنا", "probability": 0.75439453125}, {"start": 599.0, "end": 599.2, "word": " اه", "probability": 0.68505859375}, {"start": 599.2, "end": 599.44, "word": " احنا", "probability": 0.9401041666666666}, {"start": 599.44, "end": 599.6, "word": " هنا", "probability": 0.6923828125}, {"start": 599.6, "end": 599.92, "word": " فاهمين", "probability": 0.9595947265625}, {"start": 599.92, "end": 599.98, "word": " ال", "probability": 0.96533203125}, {"start": 599.98, "end": 600.32, "word": " probability", "probability": 0.96875}, {"start": 600.32, "end": 600.46, "word": " و", "probability": 0.97802734375}, {"start": 600.46, "end": 600.94, "word": " خلّصنا", "probability": 0.91435546875}, {"start": 600.94, "end": 602.26, "word": " الان", "probability": 0.630615234375}, {"start": 602.26, "end": 603.1, "word": " المعلومة", "probability": 0.9833984375}, {"start": 603.1, "end": 603.62, "word": " الأهم", "probability": 0.909912109375}, {"start": 603.62, "end": 604.36, "word": " هي", "probability": 0.9384765625}, {"start": 604.36, "end": 605.2, "word": " في", "probability": 0.900390625}, {"start": 605.2, "end": 605.4, "word": " أن", "probability": 0.478271484375}, {"start": 605.4, "end": 605.82, "word": " أحصل", "probability": 0.8225911458333334}, {"start": 605.82, "end": 606.0, "word": " على", "probability": 0.95703125}, {"start": 606.0, "end": 606.2, "word": " هذا", "probability": 0.97802734375}, {"start": 606.2, "end": 606.36, "word": " ال", "probability": 0.79150390625}, {"start": 606.36, "end": 606.68, "word": " term", "probability": 0.9306640625}, {"start": 606.68, "end": 607.6, "word": " لأن", "probability": 0.875244140625}, {"start": 607.6, "end": 607.84, "word": " هذا", "probability": 0.90234375}, {"start": 607.84, "end": 607.94, "word": " ال", "probability": 0.95556640625}, {"start": 607.94, "end": 608.1, "word": " term", "probability": 0.9541015625}, {"start": 608.1, "end": 608.4, "word": " أصبح", "probability": 0.9519856770833334}, {"start": 608.4, "end": 608.84, "word": " يساوي", "probability": 0.875732421875}, {"start": 608.84, "end": 609.0, "word": " ال", "probability": 0.88671875}, {"start": 609.0, "end": 609.54, "word": " probability", "probability": 0.98095703125}, {"start": 609.54, "end": 611.1, "word": " لأ", "probability": 0.6884765625}, {"start": 611.1, "end": 611.92, "word": " starter", "probability": 0.80615234375}, {"start": 611.92, "end": 615.5, "word": " is", "probability": 0.95703125}, {"start": 615.5, "end": 616.22, "word": " bad", "probability": 0.95361328125}], "temperature": 1.0}, {"id": 25, "seek": 64378, "start": 617.54, "end": 643.78, "text": "condition odd noise هذا ايش بيساوي ال probability ل odd noise given starter is bad تمام مضروب في starter او ال probability ل starter is bad", "tokens": [18882, 849, 7401, 5658, 23758, 1975, 1829, 8592, 4724, 1829, 3794, 995, 45865, 2423, 8482, 5296, 7401, 5658, 2212, 22465, 307, 1578, 46811, 10943, 3714, 11242, 32887, 3555, 8978, 22465, 1975, 2407, 2423, 8482, 5296, 22465, 307, 1578], "avg_logprob": -0.2514022573446616, "compression_ratio": 1.4049586776859504, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 617.54, "end": 618.2, "word": "condition", "probability": 0.814208984375}, {"start": 618.2, "end": 618.92, "word": " odd", "probability": 0.404541015625}, {"start": 618.92, "end": 620.56, "word": " noise", "probability": 0.90087890625}, {"start": 620.56, "end": 623.44, "word": " هذا", "probability": 0.41015625}, {"start": 623.44, "end": 623.58, "word": " ايش", "probability": 0.7498372395833334}, {"start": 623.58, "end": 624.54, "word": " بيساوي", "probability": 0.8189453125}, {"start": 624.54, "end": 624.88, "word": " ال", "probability": 0.1925048828125}, {"start": 624.88, "end": 625.48, "word": " probability", "probability": 0.9072265625}, {"start": 625.48, "end": 626.04, "word": " ل", "probability": 0.861328125}, {"start": 626.04, "end": 627.28, "word": " odd", "probability": 0.5927734375}, {"start": 627.28, "end": 628.98, "word": " noise", "probability": 0.9501953125}, {"start": 628.98, "end": 630.9, "word": " given", "probability": 0.7822265625}, {"start": 630.9, "end": 632.2, "word": " starter", "probability": 0.81884765625}, {"start": 632.2, "end": 635.56, "word": " is", "probability": 0.94921875}, {"start": 635.56, "end": 636.04, "word": " bad", "probability": 0.97314453125}, {"start": 636.04, "end": 638.6, "word": " تمام", "probability": 0.764892578125}, {"start": 638.6, "end": 639.5, "word": " مضروب", "probability": 0.90283203125}, {"start": 639.5, "end": 640.32, "word": " في", "probability": 0.87744140625}, {"start": 640.32, "end": 641.28, "word": " starter", "probability": 0.833984375}, {"start": 641.28, "end": 642.08, "word": " او", "probability": 0.8701171875}, {"start": 642.08, "end": 642.2, "word": " ال", "probability": 0.88916015625}, {"start": 642.2, "end": 642.58, "word": " probability", "probability": 0.974609375}, {"start": 642.58, "end": 642.76, "word": " ل", "probability": 0.900390625}, {"start": 642.76, "end": 643.2, "word": " starter", "probability": 0.74267578125}, {"start": 643.2, "end": 643.48, "word": " is", "probability": 0.9609375}, {"start": 643.48, "end": 643.78, "word": " bad", "probability": 0.97216796875}], "temperature": 1.0}, {"id": 26, "seek": 67272, "start": 645.7, "end": 672.72, "text": "ارجعوا لها ال conditional probability equation أول واحدة probability of starter is bad على ال probability لل odd noises بس هنكتبها بطريقة شوية نكمل فيها شغلنا تكون مكتملة أكتر", "tokens": [9640, 7435, 3615, 14407, 5296, 11296, 2423, 27708, 8482, 5367, 5551, 12610, 36764, 24401, 3660, 8482, 295, 22465, 307, 1578, 15844, 2423, 8482, 24976, 7401, 14620, 4724, 3794, 8032, 1863, 4117, 2655, 3555, 11296, 4724, 9566, 16572, 28671, 13412, 2407, 10632, 8717, 24793, 1211, 8978, 11296, 13412, 17082, 1211, 8315, 6055, 30544, 3714, 4117, 39237, 37977, 5551, 4117, 2655, 2288], "avg_logprob": -0.19582479703621786, "compression_ratio": 1.4034090909090908, "no_speech_prob": 0.0, "words": [{"start": 645.7, "end": 646.2, "word": "ارجعوا", "probability": 0.72515869140625}, {"start": 646.2, "end": 646.58, "word": " لها", "probability": 0.714111328125}, {"start": 646.58, "end": 646.92, "word": " ال", "probability": 0.76171875}, {"start": 646.92, "end": 647.3, "word": " conditional", "probability": 0.251708984375}, {"start": 647.3, "end": 648.12, "word": " probability", "probability": 0.93603515625}, {"start": 648.12, "end": 648.66, "word": " equation", "probability": 0.9873046875}, {"start": 648.66, "end": 649.02, "word": " أول", "probability": 0.818603515625}, {"start": 649.02, "end": 649.8, "word": " واحدة", "probability": 0.9611002604166666}, {"start": 649.8, "end": 650.48, "word": " probability", "probability": 0.6982421875}, {"start": 650.48, "end": 651.16, "word": " of", "probability": 0.9765625}, {"start": 651.16, "end": 652.02, "word": " starter", "probability": 0.73486328125}, {"start": 652.02, "end": 655.5, "word": " is", "probability": 0.916015625}, {"start": 655.5, "end": 656.16, "word": " bad", "probability": 0.9609375}, {"start": 656.16, "end": 659.32, "word": " على", "probability": 0.767578125}, {"start": 659.32, "end": 663.08, "word": " ال", "probability": 0.3310546875}, {"start": 663.08, "end": 663.96, "word": " probability", "probability": 0.8837890625}, {"start": 663.96, "end": 664.6, "word": " لل", "probability": 0.888671875}, {"start": 664.6, "end": 664.96, "word": " odd", "probability": 0.32275390625}, {"start": 664.96, "end": 665.46, "word": " noises", "probability": 0.92333984375}, {"start": 665.46, "end": 666.42, "word": " بس", "probability": 0.91064453125}, {"start": 666.42, "end": 666.96, "word": " هنكتبها", "probability": 0.9449055989583334}, {"start": 666.96, "end": 667.54, "word": " بطريقة", "probability": 0.9779052734375}, {"start": 667.54, "end": 668.28, "word": " شوية", "probability": 0.9005533854166666}, {"start": 668.28, "end": 670.64, "word": " نكمل", "probability": 0.7766927083333334}, {"start": 670.64, "end": 671.0, "word": " فيها", "probability": 0.9873046875}, {"start": 671.0, "end": 671.58, "word": " شغلنا", "probability": 0.9588623046875}, {"start": 671.58, "end": 671.94, "word": " تكون", "probability": 0.6617431640625}, {"start": 671.94, "end": 672.4, "word": " مكتملة", "probability": 0.9383544921875}, {"start": 672.4, "end": 672.72, "word": " أكتر", "probability": 0.95556640625}], "temperature": 1.0}, {"id": 27, "seek": 69827, "start": 673.41, "end": 698.27, "text": "على أساس أنه هنقول probability of .. probability of odd noise condition starter bad مضروبة في احتمالية أو ال probability ل starter", "tokens": [3615, 23942, 5551, 3794, 32277, 14739, 3224, 8032, 1863, 39648, 8482, 295, 4386, 8482, 295, 7401, 5658, 4188, 22465, 1578, 3714, 11242, 32887, 49401, 8978, 1975, 33753, 2304, 6027, 10632, 34051, 2423, 8482, 5296, 22465], "avg_logprob": -0.2562934160232544, "compression_ratio": 1.2671755725190839, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 673.41, "end": 673.65, "word": "على", "probability": 0.745849609375}, {"start": 673.65, "end": 673.87, "word": " أساس", "probability": 0.90576171875}, {"start": 673.87, "end": 674.03, "word": " أنه", "probability": 0.566650390625}, {"start": 674.03, "end": 674.37, "word": " هنقول", "probability": 0.8230794270833334}, {"start": 674.37, "end": 675.41, "word": " probability", "probability": 0.5546875}, {"start": 675.41, "end": 676.97, "word": " of", "probability": 0.9365234375}, {"start": 676.97, "end": 677.07, "word": " ..", "probability": 0.2279052734375}, {"start": 677.07, "end": 678.01, "word": " probability", "probability": 0.7802734375}, {"start": 678.01, "end": 678.73, "word": " of", "probability": 0.98583984375}, {"start": 678.73, "end": 679.69, "word": " odd", "probability": 0.365966796875}, {"start": 679.69, "end": 681.83, "word": " noise", "probability": 0.60888671875}, {"start": 681.83, "end": 683.89, "word": " condition", "probability": 0.96240234375}, {"start": 683.89, "end": 686.03, "word": " starter", "probability": 0.8388671875}, {"start": 686.03, "end": 688.41, "word": " bad", "probability": 0.96826171875}, {"start": 688.41, "end": 690.67, "word": " مضروبة", "probability": 0.96728515625}, {"start": 690.67, "end": 691.99, "word": " في", "probability": 0.96484375}, {"start": 691.99, "end": 693.47, "word": " احتمالية", "probability": 0.9517578125}, {"start": 693.47, "end": 694.37, "word": " أو", "probability": 0.59521484375}, {"start": 694.37, "end": 694.47, "word": " ال", "probability": 0.69970703125}, {"start": 694.47, "end": 695.15, "word": " probability", "probability": 0.88037109375}, {"start": 695.15, "end": 697.41, "word": " ل", "probability": 0.78271484375}, {"start": 697.41, "end": 698.27, "word": " starter", "probability": 0.515625}], "temperature": 1.0}, {"id": 28, "seek": 72760, "start": 700.94, "end": 727.6, "text": "bad او is bad زائد زائد لسه هنكمل ان هو not bad ان هو not bad زائد او ال not odd odd noises زائد probability of not odd noises condition starter", "tokens": [27580, 1975, 2407, 307, 1578, 30767, 16373, 3215, 30767, 16373, 3215, 5296, 3794, 3224, 8032, 1863, 24793, 1211, 16472, 31439, 406, 1578, 16472, 31439, 406, 1578, 30767, 16373, 3215, 1975, 2407, 2423, 406, 7401, 7401, 14620, 30767, 16373, 3215, 8482, 295, 406, 7401, 14620, 4188, 22465], "avg_logprob": -0.16156914322934252, "compression_ratio": 1.5689655172413792, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 700.94, "end": 701.5, "word": "bad", "probability": 0.7451171875}, {"start": 701.5, "end": 702.78, "word": " او", "probability": 0.6280517578125}, {"start": 702.78, "end": 702.92, "word": " is", "probability": 0.8291015625}, {"start": 702.92, "end": 703.28, "word": " bad", "probability": 0.96923828125}, {"start": 703.28, "end": 704.24, "word": " زائد", "probability": 0.8902994791666666}, {"start": 704.24, "end": 706.12, "word": " زائد", "probability": 0.9446614583333334}, {"start": 706.12, "end": 706.5, "word": " لسه", "probability": 0.9581705729166666}, {"start": 706.5, "end": 707.16, "word": " هنكمل", "probability": 0.743896484375}, {"start": 707.16, "end": 707.9, "word": " ان", "probability": 0.8984375}, {"start": 707.9, "end": 708.08, "word": " هو", "probability": 0.8798828125}, {"start": 708.08, "end": 708.44, "word": " not", "probability": 0.962890625}, {"start": 708.44, "end": 708.88, "word": " bad", "probability": 0.96826171875}, {"start": 708.88, "end": 709.26, "word": " ان", "probability": 0.59375}, {"start": 709.26, "end": 709.48, "word": " هو", "probability": 0.9873046875}, {"start": 709.48, "end": 709.98, "word": " not", "probability": 0.96044921875}, {"start": 709.98, "end": 710.9, "word": " bad", "probability": 0.97412109375}, {"start": 710.9, "end": 712.88, "word": " زائد", "probability": 0.9825846354166666}, {"start": 712.88, "end": 713.28, "word": " او", "probability": 0.9384765625}, {"start": 713.28, "end": 713.38, "word": " ال", "probability": 0.4638671875}, {"start": 713.38, "end": 713.66, "word": " not", "probability": 0.9541015625}, {"start": 713.66, "end": 714.02, "word": " odd", "probability": 0.86328125}, {"start": 714.02, "end": 715.28, "word": " odd", "probability": 0.418212890625}, {"start": 715.28, "end": 715.64, "word": " noises", "probability": 0.9404296875}, {"start": 715.64, "end": 716.62, "word": " زائد", "probability": 0.9833984375}, {"start": 716.62, "end": 717.36, "word": " probability", "probability": 0.89111328125}, {"start": 717.36, "end": 718.42, "word": " of", "probability": 0.98291015625}, {"start": 718.42, "end": 720.62, "word": " not", "probability": 0.955078125}, {"start": 720.62, "end": 722.54, "word": " odd", "probability": 0.9130859375}, {"start": 722.54, "end": 723.78, "word": " noises", "probability": 0.94873046875}, {"start": 723.78, "end": 726.28, "word": " condition", "probability": 0.91552734375}, {"start": 726.28, "end": 727.6, "word": " starter", "probability": 0.794921875}], "temperature": 1.0}, {"id": 29, "seek": 75464, "start": 732.04, "end": 754.64, "text": "bad مضروبة في ال probability لمين؟ في ال probability انه ال .. عفوا هنا starter bad مظبوط اه starter bad احنا عملناها مظبوط not برضه مظبوطة", "tokens": [27580, 3714, 11242, 32887, 49401, 8978, 2423, 8482, 5296, 2304, 9957, 22807, 8978, 2423, 8482, 16472, 3224, 2423, 4386, 6225, 5172, 14407, 34105, 22465, 1578, 3714, 19913, 3555, 2407, 9566, 1975, 3224, 22465, 1578, 1975, 5016, 8315, 6225, 42213, 8315, 11296, 3714, 19913, 3555, 2407, 9566, 406, 4724, 43042, 3224, 3714, 19913, 3555, 2407, 9566, 3660], "avg_logprob": -0.1226699530032643, "compression_ratio": 1.4926470588235294, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 732.0400000000001, "end": 733.0600000000001, "word": "bad", "probability": 0.7705078125}, {"start": 733.0600000000001, "end": 734.08, "word": " مضروبة", "probability": 0.969482421875}, {"start": 734.08, "end": 734.44, "word": " في", "probability": 0.90673828125}, {"start": 734.44, "end": 734.54, "word": " ال", "probability": 0.94384765625}, {"start": 734.54, "end": 735.14, "word": " probability", "probability": 0.947265625}, {"start": 735.14, "end": 736.16, "word": " لمين؟", "probability": 0.803466796875}, {"start": 736.16, "end": 736.26, "word": " في", "probability": 0.9130859375}, {"start": 736.26, "end": 736.34, "word": " ال", "probability": 0.9755859375}, {"start": 736.34, "end": 736.72, "word": " probability", "probability": 0.986328125}, {"start": 736.72, "end": 737.64, "word": " انه", "probability": 0.6552734375}, {"start": 737.64, "end": 738.12, "word": " ال", "probability": 0.328369140625}, {"start": 738.12, "end": 738.62, "word": " ..", "probability": 0.880859375}, {"start": 738.62, "end": 739.42, "word": " عفوا", "probability": 0.8125}, {"start": 739.42, "end": 740.04, "word": " هنا", "probability": 0.92529296875}, {"start": 740.04, "end": 741.9, "word": " starter", "probability": 0.81787109375}, {"start": 741.9, "end": 745.14, "word": " bad", "probability": 0.86767578125}, {"start": 745.14, "end": 745.66, "word": " مظبوط", "probability": 0.92578125}, {"start": 745.66, "end": 745.88, "word": " اه", "probability": 0.792236328125}, {"start": 745.88, "end": 746.24, "word": " starter", "probability": 0.77587890625}, {"start": 746.24, "end": 746.5, "word": " bad", "probability": 0.962890625}, {"start": 746.5, "end": 746.7, "word": " احنا", "probability": 0.9720052083333334}, {"start": 746.7, "end": 747.06, "word": " عملناها", "probability": 0.9739990234375}, {"start": 747.06, "end": 748.9, "word": " مظبوط", "probability": 0.9423828125}, {"start": 748.9, "end": 753.62, "word": " not", "probability": 0.94580078125}, {"start": 753.62, "end": 754.08, "word": " برضه", "probability": 0.9720052083333334}, {"start": 754.08, "end": 754.64, "word": " مظبوطة", "probability": 0.9933268229166666}], "temperature": 1.0}, {"id": 30, "seek": 77379, "start": 756.57, "end": 773.79, "text": "Okay لأ كلامهم صحيح حتى الآن كله .. كله صحيح O point إن هي not في starter is أو not bad", "tokens": [8297, 5296, 10721, 28242, 10943, 16095, 20328, 5016, 1829, 5016, 11331, 49975, 6024, 48506, 28242, 3224, 4386, 28242, 3224, 20328, 5016, 1829, 5016, 422, 935, 36145, 39896, 406, 8978, 22465, 307, 34051, 406, 1578], "avg_logprob": -0.1995535663196019, "compression_ratio": 1.1376146788990826, "no_speech_prob": 0.0, "words": [{"start": 756.57, "end": 757.05, "word": "Okay", "probability": 0.7607421875}, {"start": 757.05, "end": 757.47, "word": " لأ", "probability": 0.945556640625}, {"start": 757.47, "end": 757.83, "word": " كلامهم", "probability": 0.73583984375}, {"start": 757.83, "end": 758.61, "word": " صحيح", "probability": 0.955078125}, {"start": 758.61, "end": 758.85, "word": " حتى", "probability": 0.91064453125}, {"start": 758.85, "end": 759.11, "word": " الآن", "probability": 0.58709716796875}, {"start": 759.11, "end": 759.65, "word": " كله", "probability": 0.952392578125}, {"start": 759.65, "end": 759.93, "word": " ..", "probability": 0.9111328125}, {"start": 759.93, "end": 760.87, "word": " كله", "probability": 0.984130859375}, {"start": 760.87, "end": 762.07, "word": " صحيح", "probability": 0.998046875}, {"start": 762.07, "end": 762.63, "word": " O", "probability": 0.35546875}, {"start": 762.63, "end": 763.05, "word": " point", "probability": 0.7138671875}, {"start": 763.05, "end": 763.61, "word": " إن", "probability": 0.381591796875}, {"start": 763.61, "end": 763.97, "word": " هي", "probability": 0.82421875}, {"start": 763.97, "end": 764.83, "word": " not", "probability": 0.95361328125}, {"start": 764.83, "end": 767.71, "word": " في", "probability": 0.94384765625}, {"start": 767.71, "end": 768.35, "word": " starter", "probability": 0.82763671875}, {"start": 768.35, "end": 771.57, "word": " is", "probability": 0.9501953125}, {"start": 771.57, "end": 773.19, "word": " أو", "probability": 0.66064453125}, {"start": 773.19, "end": 773.41, "word": " not", "probability": 0.9736328125}, {"start": 773.41, "end": 773.79, "word": " bad", "probability": 0.9658203125}], "temperature": 1.0}, {"id": 31, "seek": 80235, "start": 782.53, "end": 802.35, "text": "الوقت نرجع نشرحها كمان مرة بس نخلص كتابة هنا starter is bad وهنا is bad noise", "tokens": [6027, 30543, 2655, 8717, 47341, 3615, 8717, 46309, 5016, 11296, 9122, 2304, 7649, 3714, 25720, 4724, 3794, 8717, 9778, 1211, 9381, 9122, 2655, 16758, 3660, 34105, 22465, 307, 1578, 37037, 8315, 307, 1578, 5658], "avg_logprob": -0.14654017175946918, "compression_ratio": 1.1359223300970873, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 782.53, "end": 782.99, "word": "الوقت", "probability": 0.5924479166666666}, {"start": 782.99, "end": 783.27, "word": " نرجع", "probability": 0.9532877604166666}, {"start": 783.27, "end": 783.65, "word": " نشرحها", "probability": 0.96630859375}, {"start": 783.65, "end": 783.83, "word": " كمان", "probability": 0.9889322916666666}, {"start": 783.83, "end": 784.15, "word": " مرة", "probability": 0.98388671875}, {"start": 784.15, "end": 784.99, "word": " بس", "probability": 0.892333984375}, {"start": 784.99, "end": 785.41, "word": " نخلص", "probability": 0.9884033203125}, {"start": 785.41, "end": 785.95, "word": " كتابة", "probability": 0.9512939453125}, {"start": 785.95, "end": 787.09, "word": " هنا", "probability": 0.86767578125}, {"start": 787.09, "end": 787.73, "word": " starter", "probability": 0.65576171875}, {"start": 787.73, "end": 788.03, "word": " is", "probability": 0.96630859375}, {"start": 788.03, "end": 788.53, "word": " bad", "probability": 0.97216796875}, {"start": 788.53, "end": 793.25, "word": " وهنا", "probability": 0.6314697265625}, {"start": 793.25, "end": 793.83, "word": " is", "probability": 0.96240234375}, {"start": 793.83, "end": 794.63, "word": " bad", "probability": 0.9619140625}, {"start": 794.63, "end": 802.35, "word": " noise", "probability": 0.73876953125}], "temperature": 1.0}, {"id": 32, "seek": 83734, "start": 809.54, "end": 837.34, "text": "Okay لان ايش المعلومة اللي احنا محتاجينها؟ محتاجين معلومة الى probability the starter is bad if car is .. doesn't start فال expert supplies us the value of .. اه معناته محتاجين جداش ال starter is bad جداش ال starter is bad", "tokens": [8297, 5296, 7649, 1975, 1829, 8592, 9673, 30241, 20498, 3660, 13672, 1829, 1975, 5016, 8315, 3714, 33753, 26108, 9957, 11296, 22807, 3714, 33753, 26108, 9957, 20449, 1211, 20498, 3660, 2423, 7578, 8482, 264, 22465, 307, 1578, 498, 1032, 307, 4386, 1177, 380, 722, 6156, 6027, 5844, 11768, 505, 264, 2158, 295, 4386, 1975, 3224, 20449, 8315, 47395, 3714, 33753, 26108, 9957, 10874, 3215, 33599, 2423, 22465, 307, 1578, 10874, 3215, 33599, 2423, 22465, 307, 1578], "avg_logprob": -0.16766035635220378, "compression_ratio": 1.6853932584269662, "no_speech_prob": 0.0, "words": [{"start": 809.54, "end": 810.4, "word": "Okay", "probability": 0.81689453125}, {"start": 810.4, "end": 811.26, "word": " لان", "probability": 0.486572265625}, {"start": 811.26, "end": 812.36, "word": " ايش", "probability": 0.6593424479166666}, {"start": 812.36, "end": 812.8, "word": " المعلومة", "probability": 0.992919921875}, {"start": 812.8, "end": 812.86, "word": " اللي", "probability": 0.883544921875}, {"start": 812.86, "end": 812.98, "word": " احنا", "probability": 0.9352213541666666}, {"start": 812.98, "end": 815.4, "word": " محتاجينها؟", "probability": 0.9503580729166666}, {"start": 815.4, "end": 816.1, "word": " محتاجين", "probability": 0.976318359375}, {"start": 816.1, "end": 819.68, "word": " معلومة", "probability": 0.95556640625}, {"start": 819.68, "end": 819.84, "word": " الى", "probability": 0.421142578125}, {"start": 819.84, "end": 820.32, "word": " probability", "probability": 0.912109375}, {"start": 820.32, "end": 820.6, "word": " the", "probability": 0.810546875}, {"start": 820.6, "end": 820.92, "word": " starter", "probability": 0.91552734375}, {"start": 820.92, "end": 821.18, "word": " is", "probability": 0.97314453125}, {"start": 821.18, "end": 821.58, "word": " bad", "probability": 0.97216796875}, {"start": 821.58, "end": 821.86, "word": " if", "probability": 0.97412109375}, {"start": 821.86, "end": 822.12, "word": " car", "probability": 0.89208984375}, {"start": 822.12, "end": 822.32, "word": " is", "probability": 0.7587890625}, {"start": 822.32, "end": 822.48, "word": " ..", "probability": 0.380859375}, {"start": 822.48, "end": 822.92, "word": " doesn't", "probability": 0.9443359375}, {"start": 822.92, "end": 823.64, "word": " start", "probability": 0.95703125}, {"start": 823.64, "end": 826.3, "word": " فال", "probability": 0.89111328125}, {"start": 826.3, "end": 826.84, "word": " expert", "probability": 0.90234375}, {"start": 826.84, "end": 827.64, "word": " supplies", "probability": 0.83740234375}, {"start": 827.64, "end": 828.06, "word": " us", "probability": 0.9423828125}, {"start": 828.06, "end": 828.58, "word": " the", "probability": 0.900390625}, {"start": 828.58, "end": 829.0, "word": " value", "probability": 0.982421875}, {"start": 829.0, "end": 829.38, "word": " of", "probability": 0.98779296875}, {"start": 829.38, "end": 829.68, "word": " ..", "probability": 0.5390625}, {"start": 829.68, "end": 829.78, "word": " اه", "probability": 0.73193359375}, {"start": 829.78, "end": 830.12, "word": " معناته", "probability": 0.8963216145833334}, {"start": 830.12, "end": 830.68, "word": " محتاجين", "probability": 0.992919921875}, {"start": 830.68, "end": 831.92, "word": " جداش", "probability": 0.72900390625}, {"start": 831.92, "end": 834.02, "word": " ال", "probability": 0.90625}, {"start": 834.02, "end": 834.46, "word": " starter", "probability": 0.92578125}, {"start": 834.46, "end": 834.76, "word": " is", "probability": 0.966796875}, {"start": 834.76, "end": 835.12, "word": " bad", "probability": 0.96923828125}, {"start": 835.12, "end": 835.64, "word": " جداش", "probability": 0.857421875}, {"start": 835.64, "end": 835.78, "word": " ال", "probability": 0.98583984375}, {"start": 835.78, "end": 836.14, "word": " starter", "probability": 0.95458984375}, {"start": 836.14, "end": 836.62, "word": " is", "probability": 0.97021484375}, {"start": 836.62, "end": 837.34, "word": " bad", "probability": 0.97021484375}], "temperature": 1.0}, {"id": 33, "seek": 87184, "start": 843.28, "end": 871.84, "text": "و هنا not bad مظبوط خلاص طيب هتنرجع نعيد المعادلة طبعا احنا ترجمنا معادلة مين معادلة ال probability او ال conditional probability عشان احصل على ال starter is bad given odd noises فهي ال probability starter is bad given odd noises ستساوي probability odd noises given starter is bad مضروبة في ال probability ان ال starter is bad", "tokens": [2407, 34105, 406, 1578, 3714, 19913, 3555, 2407, 9566, 16490, 1211, 33546, 23032, 1829, 3555, 8032, 2655, 1863, 47341, 3615, 8717, 3615, 25708, 9673, 3615, 18513, 37977, 23032, 3555, 3615, 995, 1975, 5016, 8315, 6055, 47341, 2304, 8315, 20449, 18513, 37977, 3714, 9957, 20449, 18513, 37977, 2423, 8482, 1975, 2407, 2423, 27708, 8482, 6225, 8592, 7649, 1975, 5016, 36520, 15844, 2423, 22465, 307, 1578, 2212, 7401, 14620, 6156, 3224, 1829, 2423, 8482, 22465, 307, 1578, 2212, 7401, 14620, 8608, 2655, 3794, 995, 45865, 8482, 7401, 14620, 2212, 22465, 307, 1578, 3714, 11242, 32887, 49401, 8978, 2423, 8482, 16472, 2423, 22465, 307, 1578], "avg_logprob": -0.1341777950235941, "compression_ratio": 2.0233644859813085, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 843.28, "end": 843.52, "word": "و", "probability": 0.3701171875}, {"start": 843.52, "end": 843.72, "word": " هنا", "probability": 0.80517578125}, {"start": 843.72, "end": 844.22, "word": " not", "probability": 0.6865234375}, {"start": 844.22, "end": 844.46, "word": " bad", "probability": 0.9677734375}, {"start": 844.46, "end": 844.94, "word": " مظبوط", "probability": 0.83359375}, {"start": 844.94, "end": 845.36, "word": " خلاص", "probability": 0.9215494791666666}, {"start": 845.36, "end": 846.02, "word": " طيب", "probability": 0.9264322916666666}, {"start": 846.02, "end": 846.62, "word": " هتنرجع", "probability": 0.79794921875}, {"start": 846.62, "end": 846.84, "word": " نعيد", "probability": 0.9816080729166666}, {"start": 846.84, "end": 848.2, "word": " المعادلة", "probability": 0.983154296875}, {"start": 848.2, "end": 848.68, "word": " طبعا", "probability": 0.95068359375}, {"start": 848.68, "end": 848.84, "word": " احنا", "probability": 0.9290364583333334}, {"start": 848.84, "end": 849.28, "word": " ترجمنا", "probability": 0.9248046875}, {"start": 849.28, "end": 849.74, "word": " معادلة", "probability": 0.9650065104166666}, {"start": 849.74, "end": 850.22, "word": " مين", "probability": 0.7734375}, {"start": 850.22, "end": 850.98, "word": " معادلة", "probability": 0.8430989583333334}, {"start": 850.98, "end": 851.44, "word": " ال", "probability": 0.8388671875}, {"start": 851.44, "end": 851.92, "word": " probability", "probability": 0.8291015625}, {"start": 851.92, "end": 852.14, "word": " او", "probability": 0.90234375}, {"start": 852.14, "end": 852.22, "word": " ال", "probability": 0.68701171875}, {"start": 852.22, "end": 852.56, "word": " conditional", "probability": 0.935546875}, {"start": 852.56, "end": 853.3, "word": " probability", "probability": 0.97314453125}, {"start": 853.3, "end": 854.12, "word": " عشان", "probability": 0.9850260416666666}, {"start": 854.12, "end": 854.52, "word": " احصل", "probability": 0.9422200520833334}, {"start": 854.52, "end": 854.9, "word": " على", "probability": 0.90185546875}, {"start": 854.9, "end": 855.3, "word": " ال", "probability": 0.8046875}, {"start": 855.3, "end": 855.68, "word": " starter", "probability": 0.91943359375}, {"start": 855.68, "end": 855.96, "word": " is", "probability": 0.95947265625}, {"start": 855.96, "end": 856.34, "word": " bad", "probability": 0.970703125}, {"start": 856.34, "end": 857.04, "word": " given", "probability": 0.7841796875}, {"start": 857.04, "end": 857.64, "word": " odd", "probability": 0.81884765625}, {"start": 857.64, "end": 858.36, "word": " noises", "probability": 0.91796875}, {"start": 858.36, "end": 859.02, "word": " فهي", "probability": 0.9801432291666666}, {"start": 859.02, "end": 859.12, "word": " ال", "probability": 0.623046875}, {"start": 859.12, "end": 859.5, "word": " probability", "probability": 0.9814453125}, {"start": 859.5, "end": 859.88, "word": " starter", "probability": 0.83837890625}, {"start": 859.88, "end": 860.12, "word": " is", "probability": 0.966796875}, {"start": 860.12, "end": 860.38, "word": " bad", "probability": 0.9638671875}, {"start": 860.38, "end": 861.0, "word": " given", "probability": 0.83935546875}, {"start": 861.0, "end": 861.52, "word": " odd", "probability": 0.919921875}, {"start": 861.52, "end": 861.82, "word": " noises", "probability": 0.9482421875}, {"start": 861.82, "end": 862.44, "word": " ستساوي", "probability": 0.724072265625}, {"start": 862.44, "end": 864.4, "word": " probability", "probability": 0.91943359375}, {"start": 864.4, "end": 865.42, "word": " odd", "probability": 0.85400390625}, {"start": 865.42, "end": 865.96, "word": " noises", "probability": 0.94189453125}, {"start": 865.96, "end": 867.52, "word": " given", "probability": 0.83642578125}, {"start": 867.52, "end": 868.32, "word": " starter", "probability": 0.8935546875}, {"start": 868.32, "end": 868.58, "word": " is", "probability": 0.96142578125}, {"start": 868.58, "end": 868.88, "word": " bad", "probability": 0.96337890625}, {"start": 868.88, "end": 869.76, "word": " مضروبة", "probability": 0.9761962890625}, {"start": 869.76, "end": 870.18, "word": " في", "probability": 0.8232421875}, {"start": 870.18, "end": 870.3, "word": " ال", "probability": 0.947265625}, {"start": 870.3, "end": 870.7, "word": " probability", "probability": 0.98095703125}, {"start": 870.7, "end": 870.88, "word": " ان", "probability": 0.7900390625}, {"start": 870.88, "end": 871.02, "word": " ال", "probability": 0.91064453125}, {"start": 871.02, "end": 871.32, "word": " starter", "probability": 0.89453125}, {"start": 871.32, "end": 871.56, "word": " is", "probability": 0.9580078125}, {"start": 871.56, "end": 871.84, "word": " bad", "probability": 0.97216796875}], "temperature": 1.0}, {"id": 34, "seek": 90131, "start": 873.47, "end": 901.31, "text": "تمام على probability of noises given starter is bad في ال probability starter is bad plus المكملة probability of noises given starter not bad مضربة في مين في ال probability ان ال starter not bad", "tokens": [39237, 10943, 15844, 8482, 295, 14620, 2212, 22465, 307, 1578, 8978, 2423, 8482, 22465, 307, 1578, 1804, 9673, 24793, 37977, 8482, 295, 14620, 2212, 22465, 406, 1578, 3714, 11242, 25513, 3660, 8978, 3714, 9957, 8978, 2423, 8482, 16472, 2423, 22465, 406, 1578], "avg_logprob": -0.2480014534883721, "compression_ratio": 1.796875, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 873.47, "end": 873.95, "word": "تمام", "probability": 0.683837890625}, {"start": 873.95, "end": 875.05, "word": " على", "probability": 0.58642578125}, {"start": 875.05, "end": 878.05, "word": " probability", "probability": 0.525390625}, {"start": 878.05, "end": 878.55, "word": " of", "probability": 0.5263671875}, {"start": 878.55, "end": 879.11, "word": " noises", "probability": 0.76513671875}, {"start": 879.11, "end": 879.89, "word": " given", "probability": 0.74267578125}, {"start": 879.89, "end": 880.53, "word": " starter", "probability": 0.81982421875}, {"start": 880.53, "end": 881.43, "word": " is", "probability": 0.921875}, {"start": 881.43, "end": 881.75, "word": " bad", "probability": 0.95703125}, {"start": 881.75, "end": 882.15, "word": " في", "probability": 0.5400390625}, {"start": 882.15, "end": 882.83, "word": " ال", "probability": 0.80908203125}, {"start": 882.83, "end": 883.33, "word": " probability", "probability": 0.92724609375}, {"start": 883.33, "end": 883.93, "word": " starter", "probability": 0.76611328125}, {"start": 883.93, "end": 884.25, "word": " is", "probability": 0.9541015625}, {"start": 884.25, "end": 885.83, "word": " bad", "probability": 0.8173828125}, {"start": 885.83, "end": 886.65, "word": " plus", "probability": 0.8251953125}, {"start": 886.65, "end": 887.43, "word": " المكملة", "probability": 0.9650065104166666}, {"start": 887.43, "end": 888.67, "word": " probability", "probability": 0.91845703125}, {"start": 888.67, "end": 889.33, "word": " of", "probability": 0.94482421875}, {"start": 889.33, "end": 890.35, "word": " noises", "probability": 0.9599609375}, {"start": 890.35, "end": 892.15, "word": " given", "probability": 0.81982421875}, {"start": 892.15, "end": 893.27, "word": " starter", "probability": 0.89697265625}, {"start": 893.27, "end": 894.01, "word": " not", "probability": 0.85888671875}, {"start": 894.01, "end": 894.63, "word": " bad", "probability": 0.96435546875}, {"start": 894.63, "end": 899.23, "word": " مضربة", "probability": 0.75048828125}, {"start": 899.23, "end": 899.33, "word": " في", "probability": 0.904296875}, {"start": 899.33, "end": 899.53, "word": " مين", "probability": 0.7255859375}, {"start": 899.53, "end": 899.67, "word": " في", "probability": 0.5400390625}, {"start": 899.67, "end": 899.79, "word": " ال", "probability": 0.89404296875}, {"start": 899.79, "end": 900.17, "word": " probability", "probability": 0.9580078125}, {"start": 900.17, "end": 900.35, "word": " ان", "probability": 0.489013671875}, {"start": 900.35, "end": 900.45, "word": " ال", "probability": 0.70068359375}, {"start": 900.45, "end": 900.75, "word": " starter", "probability": 0.599609375}, {"start": 900.75, "end": 900.99, "word": " not", "probability": 0.92578125}, {"start": 900.99, "end": 901.31, "word": " bad", "probability": 0.9677734375}], "temperature": 1.0}, {"id": 35, "seek": 92942, "start": 902.1, "end": 929.42, "text": "اللي هي المكملة .. المكملة تاعتها تمام هذا الكلام اللي احنا موجود عندنا الحقيقة موجود من ال rule التانية برضه من ال statistics بمعنى هتنترجم هذا الكلام لقيم لقيم عشان نحسبها ال .. نبدأ بال odd probability odd noises given starter is bad odd noises given starter is bad هيطاني إياها فإذا هتساوي", "tokens": [6027, 20292, 39896, 9673, 24793, 37977, 4386, 9673, 24793, 37977, 6055, 995, 34268, 11296, 46811, 10943, 23758, 2423, 28820, 10943, 13672, 1829, 1975, 5016, 8315, 3714, 29245, 23328, 43242, 8315, 21542, 38436, 28671, 3714, 29245, 23328, 9154, 2423, 4978, 16712, 7649, 10632, 4724, 43042, 3224, 9154, 2423, 12523, 4724, 2304, 3615, 1863, 7578, 8032, 2655, 29399, 47341, 2304, 23758, 2423, 28820, 10943, 5296, 4587, 32640, 5296, 4587, 32640, 6225, 8592, 7649, 8717, 5016, 35457, 11296, 2423, 4386, 8717, 44510, 10721, 20666, 7401, 8482, 7401, 14620, 2212, 22465, 307, 1578, 7401, 14620, 2212, 22465, 307, 1578, 39896, 9566, 7649, 1829, 11933, 25528, 11296, 6156, 28814, 15730, 8032, 2655, 3794, 995, 45865], "avg_logprob": -0.17201576415482941, "compression_ratio": 1.829268292682927, "no_speech_prob": 1.6689300537109375e-06, "words": [{"start": 902.1, "end": 902.34, "word": "اللي", "probability": 0.72021484375}, {"start": 902.34, "end": 902.5, "word": " هي", "probability": 0.869140625}, {"start": 902.5, "end": 903.12, "word": " المكملة", "probability": 0.9404296875}, {"start": 903.12, "end": 903.4, "word": " ..", "probability": 0.339111328125}, {"start": 903.4, "end": 904.0, "word": " المكملة", "probability": 0.9401041666666666}, {"start": 904.0, "end": 904.44, "word": " تاعتها", "probability": 0.8751220703125}, {"start": 904.44, "end": 905.06, "word": " تمام", "probability": 0.899658203125}, {"start": 905.06, "end": 905.44, "word": " هذا", "probability": 0.5087890625}, {"start": 905.44, "end": 905.78, "word": " الكلام", "probability": 0.96484375}, {"start": 905.78, "end": 905.94, "word": " اللي", "probability": 0.664306640625}, {"start": 905.94, "end": 906.12, "word": " احنا", "probability": 0.8367513020833334}, {"start": 906.12, "end": 906.44, "word": " موجود", "probability": 0.9705403645833334}, {"start": 906.44, "end": 906.82, "word": " عندنا", "probability": 0.7078857421875}, {"start": 906.82, "end": 907.48, "word": " الحقيقة", "probability": 0.9715169270833334}, {"start": 907.48, "end": 907.92, "word": " موجود", "probability": 0.9876302083333334}, {"start": 907.92, "end": 908.12, "word": " من", "probability": 0.828125}, {"start": 908.12, "end": 908.34, "word": " ال", "probability": 0.73828125}, {"start": 908.34, "end": 908.48, "word": " rule", "probability": 0.38916015625}, {"start": 908.48, "end": 908.82, "word": " التانية", "probability": 0.9274088541666666}, {"start": 908.82, "end": 909.04, "word": " برضه", "probability": 0.8531901041666666}, {"start": 909.04, "end": 909.18, "word": " من", "probability": 0.98583984375}, {"start": 909.18, "end": 909.28, "word": " ال", "probability": 0.94482421875}, {"start": 909.28, "end": 909.76, "word": " statistics", "probability": 0.892578125}, {"start": 909.76, "end": 910.4, "word": " بمعنى", "probability": 0.94384765625}, {"start": 910.4, "end": 910.98, "word": " هتنترجم", "probability": 0.84072265625}, {"start": 910.98, "end": 911.12, "word": " هذا", "probability": 0.955078125}, {"start": 911.12, "end": 911.44, "word": " الكلام", "probability": 0.9793294270833334}, {"start": 911.44, "end": 912.68, "word": " لقيم", "probability": 0.795654296875}, {"start": 912.68, "end": 914.46, "word": " لقيم", "probability": 0.818359375}, {"start": 914.46, "end": 914.92, "word": " عشان", "probability": 0.9588216145833334}, {"start": 914.92, "end": 915.42, "word": " نحسبها", "probability": 0.995361328125}, {"start": 915.42, "end": 916.38, "word": " ال", "probability": 0.69287109375}, {"start": 916.38, "end": 916.86, "word": " ..", "probability": 0.90234375}, {"start": 916.86, "end": 917.38, "word": " نبدأ", "probability": 0.97509765625}, {"start": 917.38, "end": 917.56, "word": " بال", "probability": 0.9462890625}, {"start": 917.56, "end": 917.9, "word": " odd", "probability": 0.48876953125}, {"start": 917.9, "end": 918.46, "word": " probability", "probability": 0.89990234375}, {"start": 918.46, "end": 918.96, "word": " odd", "probability": 0.529296875}, {"start": 918.96, "end": 919.7, "word": " noises", "probability": 0.89453125}, {"start": 919.7, "end": 920.64, "word": " given", "probability": 0.72314453125}, {"start": 920.64, "end": 921.28, "word": " starter", "probability": 0.84375}, {"start": 921.28, "end": 921.6, "word": " is", "probability": 0.9560546875}, {"start": 921.6, "end": 921.96, "word": " bad", "probability": 0.96484375}, {"start": 921.96, "end": 923.92, "word": " odd", "probability": 0.7451171875}, {"start": 923.92, "end": 924.28, "word": " noises", "probability": 0.95556640625}, {"start": 924.28, "end": 924.92, "word": " given", "probability": 0.85791015625}, {"start": 924.92, "end": 925.44, "word": " starter", "probability": 0.8857421875}, {"start": 925.44, "end": 925.7, "word": " is", "probability": 0.9599609375}, {"start": 925.7, "end": 925.98, "word": " bad", "probability": 0.9619140625}, {"start": 925.98, "end": 927.22, "word": " هيطاني", "probability": 0.767578125}, {"start": 927.22, "end": 927.84, "word": " إياها", "probability": 0.7444661458333334}, {"start": 927.84, "end": 928.38, "word": " فإذا", "probability": 0.7975260416666666}, {"start": 928.38, "end": 929.42, "word": " هتساوي", "probability": 0.90498046875}], "temperature": 1.0}, {"id": 36, "seek": 95911, "start": 933.49, "end": 959.11, "text": "0.85 مضروبة في starter is bad فالان هذه القيمة starter is bad لو ماعنديش علها معلومة مافيش statistics واضحة علها بدنا نضطر فيها لانروح لل human judgment او حكم البشر فيها انه هنروح لميكانيك شاطر", "tokens": [15, 13, 19287, 3714, 11242, 32887, 49401, 8978, 22465, 307, 1578, 6156, 6027, 7649, 29538, 25062, 32640, 3660, 22465, 307, 1578, 45164, 19446, 3615, 1863, 16254, 8592, 11203, 11296, 20449, 1211, 20498, 3660, 19446, 41185, 8592, 12523, 4032, 46958, 5016, 3660, 11203, 11296, 47525, 8315, 8717, 11242, 9566, 2288, 8978, 11296, 5296, 7649, 32887, 5016, 24976, 1952, 12216, 1975, 2407, 11331, 24793, 29739, 46309, 8978, 11296, 16472, 3224, 8032, 1863, 32887, 5016, 32767, 1829, 41361, 1829, 4117, 13412, 41193, 2288], "avg_logprob": -0.1631944415010052, "compression_ratio": 1.5618556701030928, "no_speech_prob": 2.9802322387695312e-06, "words": [{"start": 933.4899999999999, "end": 934.3299999999999, "word": "0", "probability": 0.73046875}, {"start": 934.3299999999999, "end": 935.17, "word": ".85", "probability": 0.7030029296875}, {"start": 935.17, "end": 938.19, "word": " مضروبة", "probability": 0.893798828125}, {"start": 938.19, "end": 940.11, "word": " في", "probability": 0.89404296875}, {"start": 940.11, "end": 941.27, "word": " starter", "probability": 0.75732421875}, {"start": 941.27, "end": 941.61, "word": " is", "probability": 0.921875}, {"start": 941.61, "end": 941.95, "word": " bad", "probability": 0.95947265625}, {"start": 941.95, "end": 942.77, "word": " فالان", "probability": 0.7931315104166666}, {"start": 942.77, "end": 943.31, "word": " هذه", "probability": 0.4765625}, {"start": 943.31, "end": 944.41, "word": " القيمة", "probability": 0.9358723958333334}, {"start": 944.41, "end": 944.83, "word": " starter", "probability": 0.8681640625}, {"start": 944.83, "end": 945.17, "word": " is", "probability": 0.962890625}, {"start": 945.17, "end": 945.53, "word": " bad", "probability": 0.9677734375}, {"start": 945.53, "end": 946.55, "word": " لو", "probability": 0.9697265625}, {"start": 946.55, "end": 947.53, "word": " ماعنديش", "probability": 0.9412109375}, {"start": 947.53, "end": 947.75, "word": " علها", "probability": 0.59521484375}, {"start": 947.75, "end": 948.15, "word": " معلومة", "probability": 0.9512939453125}, {"start": 948.15, "end": 948.51, "word": " مافيش", "probability": 0.90185546875}, {"start": 948.51, "end": 949.21, "word": " statistics", "probability": 0.94189453125}, {"start": 949.21, "end": 949.69, "word": " واضحة", "probability": 0.9593505859375}, {"start": 949.69, "end": 950.03, "word": " علها", "probability": 0.764404296875}, {"start": 950.03, "end": 950.69, "word": " بدنا", "probability": 0.900390625}, {"start": 950.69, "end": 951.11, "word": " نضطر", "probability": 0.990234375}, {"start": 951.11, "end": 951.47, "word": " فيها", "probability": 0.98583984375}, {"start": 951.47, "end": 952.47, "word": " لانروح", "probability": 0.78662109375}, {"start": 952.47, "end": 952.63, "word": " لل", "probability": 0.5400390625}, {"start": 952.63, "end": 952.91, "word": " human", "probability": 0.88037109375}, {"start": 952.91, "end": 953.77, "word": " judgment", "probability": 0.5791015625}, {"start": 953.77, "end": 954.17, "word": " او", "probability": 0.86376953125}, {"start": 954.17, "end": 954.77, "word": " حكم", "probability": 0.940673828125}, {"start": 954.77, "end": 957.07, "word": " البشر", "probability": 0.64501953125}, {"start": 957.07, "end": 957.49, "word": " فيها", "probability": 0.9892578125}, {"start": 957.49, "end": 957.89, "word": " انه", "probability": 0.785888671875}, {"start": 957.89, "end": 958.17, "word": " هنروح", "probability": 0.9495849609375}, {"start": 958.17, "end": 958.69, "word": " لميكانيك", "probability": 0.81298828125}, {"start": 958.69, "end": 959.11, "word": " شاطر", "probability": 0.9806315104166666}], "temperature": 1.0}, {"id": 37, "seek": 98823, "start": 959.87, "end": 988.23, "text": "اعتبره اعتبره expert بالنسبالنا human expert و اقوله قداش عدد مرات الاعطال اللي بتحصل عندك و بيكون دايما فيها ال starter is bad ببساطة هل بيجيك مثلا meet سيارة خربانة قداش نسبة ان ال starter is bad طبعا هنجد ان هي مش هتكون نسبة كتير كبيرة يعني في اعطال كتير في السيارة فهفترض انه اعطانا قيمة خمسة percent يعني خمسة في المية", "tokens": [995, 34268, 26890, 3224, 1975, 34268, 26890, 3224, 5844, 20666, 1863, 35457, 6027, 8315, 1952, 5844, 4032, 1975, 39648, 3224, 12174, 3215, 33599, 6225, 3215, 3215, 3714, 2288, 9307, 42963, 3615, 9566, 6027, 13672, 1829, 39894, 5016, 36520, 43242, 4117, 4032, 4724, 1829, 30544, 11778, 47302, 15042, 8978, 11296, 2423, 22465, 307, 1578, 4724, 3555, 3794, 41193, 3660, 8032, 1211, 4724, 1829, 7435, 1829, 4117, 50113, 15040, 1677, 8608, 1829, 9640, 3660, 16490, 25513, 7649, 3660, 12174, 3215, 33599, 8717, 35457, 3660, 16472, 2423, 22465, 307, 1578, 23032, 3555, 3615, 995, 8032, 1863, 7435, 3215, 16472, 39896, 37893, 8032, 2655, 30544, 8717, 35457, 3660, 9122, 2655, 13546, 9122, 3555, 48923, 37495, 22653, 8978, 1975, 3615, 9566, 6027, 9122, 2655, 13546, 8978, 21136, 1829, 9640, 3660, 6156, 3224, 5172, 2655, 43042, 16472, 3224, 1975, 3615, 9566, 7649, 995, 12174, 32640, 3660, 16490, 2304, 3794, 3660, 3043, 37495, 22653, 16490, 2304, 3794, 3660, 8978, 9673, 10632], "avg_logprob": -0.11764112576361625, "compression_ratio": 1.931159420289855, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 959.87, "end": 960.45, "word": "اعتبره", "probability": 0.8411865234375}, {"start": 960.45, "end": 960.97, "word": " اعتبره", "probability": 0.86865234375}, {"start": 960.97, "end": 961.47, "word": " expert", "probability": 0.845703125}, {"start": 961.47, "end": 962.43, "word": " بالنسبالنا", "probability": 0.98876953125}, {"start": 962.43, "end": 962.69, "word": " human", "probability": 0.7978515625}, {"start": 962.69, "end": 963.19, "word": " expert", "probability": 0.9326171875}, {"start": 963.19, "end": 963.65, "word": " و", "probability": 0.791015625}, {"start": 963.65, "end": 964.05, "word": " اقوله", "probability": 0.6004231770833334}, {"start": 964.05, "end": 965.05, "word": " قداش", "probability": 0.7342936197916666}, {"start": 965.05, "end": 965.77, "word": " عدد", "probability": 0.9889322916666666}, {"start": 965.77, "end": 966.39, "word": " مرات", "probability": 0.9825846354166666}, {"start": 966.39, "end": 966.93, "word": " الاعطال", "probability": 0.7855224609375}, {"start": 966.93, "end": 967.07, "word": " اللي", "probability": 0.781982421875}, {"start": 967.07, "end": 967.47, "word": " بتحصل", "probability": 0.9803059895833334}, {"start": 967.47, "end": 967.79, "word": " عندك", "probability": 0.993896484375}, {"start": 967.79, "end": 967.89, "word": " و", "probability": 0.7841796875}, {"start": 967.89, "end": 968.15, "word": " بيكون", "probability": 0.8670247395833334}, {"start": 968.15, "end": 968.55, "word": " دايما", "probability": 0.8015950520833334}, {"start": 968.55, "end": 968.91, "word": " فيها", "probability": 0.9716796875}, {"start": 968.91, "end": 969.03, "word": " ال", "probability": 0.4423828125}, {"start": 969.03, "end": 969.39, "word": " starter", "probability": 0.9072265625}, {"start": 969.39, "end": 969.65, "word": " is", "probability": 0.9072265625}, {"start": 969.65, "end": 969.93, "word": " bad", "probability": 0.96826171875}, {"start": 969.93, "end": 971.45, "word": " ببساطة", "probability": 0.94697265625}, {"start": 971.45, "end": 972.01, "word": " هل", "probability": 0.88720703125}, {"start": 972.01, "end": 972.33, "word": " بيجيك", "probability": 0.9951171875}, {"start": 972.33, "end": 972.59, "word": " مثلا", "probability": 0.9912109375}, {"start": 972.59, "end": 972.91, "word": " meet", "probability": 0.45263671875}, {"start": 972.91, "end": 973.57, "word": " سيارة", "probability": 0.953369140625}, {"start": 973.57, "end": 974.23, "word": " خربانة", "probability": 0.9669189453125}, {"start": 974.23, "end": 975.11, "word": " قداش", "probability": 0.9384765625}, {"start": 975.11, "end": 975.79, "word": " نسبة", "probability": 0.9918619791666666}, {"start": 975.79, "end": 976.01, "word": " ان", "probability": 0.765625}, {"start": 976.01, "end": 976.13, "word": " ال", "probability": 0.626953125}, {"start": 976.13, "end": 976.45, "word": " starter", "probability": 0.9345703125}, {"start": 976.45, "end": 976.67, "word": " is", "probability": 0.935546875}, {"start": 976.67, "end": 976.95, "word": " bad", "probability": 0.97265625}, {"start": 976.95, "end": 978.21, "word": " طبعا", "probability": 0.94384765625}, {"start": 978.21, "end": 978.55, "word": " هنجد", "probability": 0.9495849609375}, {"start": 978.55, "end": 978.67, "word": " ان", "probability": 0.80517578125}, {"start": 978.67, "end": 978.81, "word": " هي", "probability": 0.5888671875}, {"start": 978.81, "end": 979.35, "word": " مش", "probability": 0.9541015625}, {"start": 979.35, "end": 979.61, "word": " هتكون", "probability": 0.9664713541666666}, {"start": 979.61, "end": 979.85, "word": " نسبة", "probability": 0.9903971354166666}, {"start": 979.85, "end": 980.05, "word": " كتير", "probability": 0.9332682291666666}, {"start": 980.05, "end": 980.37, "word": " كبيرة", "probability": 0.9842122395833334}, {"start": 980.37, "end": 980.59, "word": " يعني", "probability": 0.80078125}, {"start": 980.59, "end": 980.75, "word": " في", "probability": 0.7138671875}, {"start": 980.75, "end": 981.09, "word": " اعطال", "probability": 0.92919921875}, {"start": 981.09, "end": 981.33, "word": " كتير", "probability": 0.8059895833333334}, {"start": 981.33, "end": 981.45, "word": " في", "probability": 0.94580078125}, {"start": 981.45, "end": 981.93, "word": " السيارة", "probability": 0.9886474609375}, {"start": 981.93, "end": 983.21, "word": " فهفترض", "probability": 0.86572265625}, {"start": 983.21, "end": 983.59, "word": " انه", "probability": 0.9111328125}, {"start": 983.59, "end": 984.13, "word": " اعطانا", "probability": 0.975}, {"start": 984.13, "end": 984.51, "word": " قيمة", "probability": 0.9895833333333334}, {"start": 984.51, "end": 985.65, "word": " خمسة", "probability": 0.8739013671875}, {"start": 985.65, "end": 986.43, "word": " percent", "probability": 0.97021484375}, {"start": 986.43, "end": 987.01, "word": " يعني", "probability": 0.9169921875}, {"start": 987.01, "end": 987.69, "word": " خمسة", "probability": 0.9736328125}, {"start": 987.69, "end": 987.83, "word": " في", "probability": 0.859375}, {"start": 987.83, "end": 988.23, "word": " المية", "probability": 0.920654296875}], "temperature": 1.0}, {"id": 38, "seek": 101145, "start": 989.77, "end": 1011.45, "text": "خمسة في مين؟ في المية خمسة في المية يعني بدي أشي أحولها فعلا ل probability عشان أقول خمسة على مية يعني 0.05 فحانشي نقول ال term تبع odd noises given start is bad مضروف في احتمالية ان ال start is bad اللي هي 0.05 على", "tokens": [9778, 2304, 3794, 3660, 8978, 3714, 9957, 22807, 8978, 9673, 10632, 16490, 2304, 3794, 3660, 8978, 9673, 10632, 37495, 22653, 4724, 16254, 5551, 8592, 1829, 5551, 5016, 12610, 11296, 6156, 3615, 15040, 5296, 8482, 6225, 8592, 7649, 5551, 39648, 16490, 2304, 3794, 3660, 15844, 3714, 10632, 37495, 22653, 1958, 13, 13328, 6156, 5016, 7649, 8592, 1829, 8717, 39648, 2423, 1433, 6055, 3555, 3615, 7401, 14620, 2212, 722, 307, 1578, 3714, 11242, 32887, 5172, 8978, 1975, 33753, 2304, 6027, 10632, 16472, 2423, 722, 307, 1578, 13672, 1829, 39896, 1958, 13, 13328, 15844], "avg_logprob": -0.2109375003239383, "compression_ratio": 1.6785714285714286, "no_speech_prob": 1.7285346984863281e-06, "words": [{"start": 989.77, "end": 990.37, "word": "خمسة", "probability": 0.831787109375}, {"start": 990.37, "end": 990.57, "word": " في", "probability": 0.8466796875}, {"start": 990.57, "end": 990.89, "word": " مين؟", "probability": 0.6286214192708334}, {"start": 990.89, "end": 991.03, "word": " في", "probability": 0.90087890625}, {"start": 991.03, "end": 991.35, "word": " المية", "probability": 0.889404296875}, {"start": 991.35, "end": 992.63, "word": " خمسة", "probability": 0.8978271484375}, {"start": 992.63, "end": 992.71, "word": " في", "probability": 0.9501953125}, {"start": 992.71, "end": 993.07, "word": " المية", "probability": 0.977783203125}, {"start": 993.07, "end": 993.55, "word": " يعني", "probability": 0.96337890625}, {"start": 993.55, "end": 993.77, "word": " بدي", "probability": 0.6650390625}, {"start": 993.77, "end": 993.99, "word": " أشي", "probability": 0.5115559895833334}, {"start": 993.99, "end": 994.31, "word": " أحولها", "probability": 0.8521728515625}, {"start": 994.31, "end": 994.53, "word": " فعلا", "probability": 0.7623697916666666}, {"start": 994.53, "end": 994.67, "word": " ل", "probability": 0.72509765625}, {"start": 994.67, "end": 995.15, "word": " probability", "probability": 0.68310546875}, {"start": 995.15, "end": 995.85, "word": " عشان", "probability": 0.9793294270833334}, {"start": 995.85, "end": 996.23, "word": " أقول", "probability": 0.923583984375}, {"start": 996.23, "end": 996.89, "word": " خمسة", "probability": 0.98095703125}, {"start": 996.89, "end": 997.03, "word": " على", "probability": 0.471923828125}, {"start": 997.03, "end": 997.37, "word": " مية", "probability": 0.97705078125}, {"start": 997.37, "end": 997.71, "word": " يعني", "probability": 0.916259765625}, {"start": 997.71, "end": 997.95, "word": " 0", "probability": 0.21875}, {"start": 997.95, "end": 998.81, "word": ".05", "probability": 0.9775390625}, {"start": 998.81, "end": 999.83, "word": " فحانشي", "probability": 0.71435546875}, {"start": 999.83, "end": 1000.09, "word": " نقول", "probability": 0.905517578125}, {"start": 1000.09, "end": 1001.35, "word": " ال", "probability": 0.904296875}, {"start": 1001.35, "end": 1002.63, "word": " term", "probability": 0.6826171875}, {"start": 1002.63, "end": 1003.03, "word": " تبع", "probability": 0.8577473958333334}, {"start": 1003.03, "end": 1003.65, "word": " odd", "probability": 0.69189453125}, {"start": 1003.65, "end": 1004.13, "word": " noises", "probability": 0.88330078125}, {"start": 1004.13, "end": 1005.25, "word": " given", "probability": 0.73486328125}, {"start": 1005.25, "end": 1005.87, "word": " start", "probability": 0.72119140625}, {"start": 1005.87, "end": 1006.25, "word": " is", "probability": 0.95654296875}, {"start": 1006.25, "end": 1006.67, "word": " bad", "probability": 0.96826171875}, {"start": 1006.67, "end": 1007.31, "word": " مضروف", "probability": 0.932861328125}, {"start": 1007.31, "end": 1007.41, "word": " في", "probability": 0.771484375}, {"start": 1007.41, "end": 1007.91, "word": " احتمالية", "probability": 0.958203125}, {"start": 1007.91, "end": 1008.05, "word": " ان", "probability": 0.63623046875}, {"start": 1008.05, "end": 1008.17, "word": " ال", "probability": 0.55712890625}, {"start": 1008.17, "end": 1008.41, "word": " start", "probability": 0.9677734375}, {"start": 1008.41, "end": 1008.61, "word": " is", "probability": 0.96435546875}, {"start": 1008.61, "end": 1008.83, "word": " bad", "probability": 0.96923828125}, {"start": 1008.83, "end": 1008.97, "word": " اللي", "probability": 0.947509765625}, {"start": 1008.97, "end": 1009.11, "word": " هي", "probability": 0.7587890625}, {"start": 1009.11, "end": 1009.39, "word": " 0", "probability": 0.97412109375}, {"start": 1009.39, "end": 1010.67, "word": ".05", "probability": 0.989013671875}, {"start": 1010.67, "end": 1011.45, "word": " على", "probability": 0.7890625}], "temperature": 1.0}, {"id": 39, "seek": 103573, "start": 1012.97, "end": 1035.73, "text": "0.85 مضروبة في 0.05 بلس بلس بلس ايش انه not odd noises او اشوف مظبوطة not odd noises", "tokens": [15, 13, 19287, 3714, 11242, 32887, 49401, 8978, 1958, 13, 13328, 4724, 1211, 3794, 4724, 1211, 3794, 4724, 1211, 3794, 1975, 1829, 8592, 16472, 3224, 406, 7401, 14620, 1975, 2407, 1975, 8592, 38688, 3714, 19913, 3555, 2407, 9566, 3660, 406, 7401, 14620], "avg_logprob": -0.26598837625148686, "compression_ratio": 1.2795698924731183, "no_speech_prob": 0.0, "words": [{"start": 1012.97, "end": 1013.27, "word": "0", "probability": 0.488525390625}, {"start": 1013.27, "end": 1014.83, "word": ".85", "probability": 0.97314453125}, {"start": 1014.83, "end": 1016.01, "word": " مضروبة", "probability": 0.914794921875}, {"start": 1016.01, "end": 1016.45, "word": " في", "probability": 0.759765625}, {"start": 1016.45, "end": 1016.67, "word": " 0", "probability": 0.8369140625}, {"start": 1016.67, "end": 1017.63, "word": ".05", "probability": 0.984619140625}, {"start": 1017.63, "end": 1018.23, "word": " بلس", "probability": 0.6406656901041666}, {"start": 1018.23, "end": 1018.99, "word": " بلس", "probability": 0.84375}, {"start": 1018.99, "end": 1019.85, "word": " بلس", "probability": 0.8487955729166666}, {"start": 1019.85, "end": 1020.23, "word": " ايش", "probability": 0.6019694010416666}, {"start": 1020.23, "end": 1021.01, "word": " انه", "probability": 0.762451171875}, {"start": 1021.01, "end": 1021.35, "word": " not", "probability": 0.8935546875}, {"start": 1021.35, "end": 1022.53, "word": " odd", "probability": 0.82861328125}, {"start": 1022.53, "end": 1023.29, "word": " noises", "probability": 0.916015625}, {"start": 1023.29, "end": 1025.43, "word": " او", "probability": 0.893310546875}, {"start": 1025.43, "end": 1027.29, "word": " اشوف", "probability": 0.75732421875}, {"start": 1027.29, "end": 1034.99, "word": " مظبوطة", "probability": 0.7699178059895834}, {"start": 1034.99, "end": 1035.13, "word": " not", "probability": 0.908203125}, {"start": 1035.13, "end": 1035.37, "word": " odd", "probability": 0.890625}, {"start": 1035.37, "end": 1035.73, "word": " noises", "probability": 0.9306640625}], "temperature": 1.0}, {"id": 40, "seek": 105479, "start": 1038.67, "end": 1054.79, "text": "ماصارش صوت و ال .. و ال .. و ال .. و ال starter is bad هيكون جدش قيمته او point one five مضروبة في المكملة", "tokens": [15042, 9381, 9640, 8592, 20328, 35473, 4032, 2423, 4386, 4032, 2423, 4386, 4032, 2423, 4386, 4032, 2423, 22465, 307, 1578, 39896, 30544, 10874, 3215, 8592, 12174, 32640, 47395, 1975, 2407, 935, 472, 1732, 3714, 11242, 32887, 49401, 8978, 9673, 24793, 37977], "avg_logprob": -0.21428571357613518, "compression_ratio": 1.3083333333333333, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1038.67, "end": 1039.35, "word": "ماصارش", "probability": 0.7911376953125}, {"start": 1039.35, "end": 1040.19, "word": " صوت", "probability": 0.985107421875}, {"start": 1040.19, "end": 1040.59, "word": " و", "probability": 0.58056640625}, {"start": 1040.59, "end": 1040.73, "word": " ال", "probability": 0.81005859375}, {"start": 1040.73, "end": 1040.73, "word": " ..", "probability": 0.69921875}, {"start": 1040.73, "end": 1040.91, "word": " و", "probability": 0.810546875}, {"start": 1040.91, "end": 1041.25, "word": " ال", "probability": 0.95068359375}, {"start": 1041.25, "end": 1041.25, "word": " ..", "probability": 0.98291015625}, {"start": 1041.25, "end": 1041.43, "word": " و", "probability": 0.95703125}, {"start": 1041.43, "end": 1042.07, "word": " ال", "probability": 0.97705078125}, {"start": 1042.07, "end": 1042.27, "word": " ..", "probability": 0.52294921875}, {"start": 1042.27, "end": 1042.57, "word": " و", "probability": 0.93115234375}, {"start": 1042.57, "end": 1042.63, "word": " ال", "probability": 0.9755859375}, {"start": 1042.63, "end": 1043.03, "word": " starter", "probability": 0.83251953125}, {"start": 1043.03, "end": 1043.97, "word": " is", "probability": 0.66796875}, {"start": 1043.97, "end": 1044.33, "word": " bad", "probability": 0.96826171875}, {"start": 1044.33, "end": 1045.67, "word": " هيكون", "probability": 0.6865234375}, {"start": 1045.67, "end": 1046.03, "word": " جدش", "probability": 0.7477213541666666}, {"start": 1046.03, "end": 1046.55, "word": " قيمته", "probability": 0.9905598958333334}, {"start": 1046.55, "end": 1048.05, "word": " او", "probability": 0.5704345703125}, {"start": 1048.05, "end": 1048.35, "word": " point", "probability": 0.8779296875}, {"start": 1048.35, "end": 1048.93, "word": " one", "probability": 0.87744140625}, {"start": 1048.93, "end": 1049.71, "word": " five", "probability": 0.9404296875}, {"start": 1049.71, "end": 1053.33, "word": " مضروبة", "probability": 0.83355712890625}, {"start": 1053.33, "end": 1054.03, "word": " في", "probability": 0.95654296875}, {"start": 1054.03, "end": 1054.79, "word": " المكملة", "probability": 0.9718424479166666}], "temperature": 1.0}, {"id": 41, "seek": 108426, "start": 1056.02, "end": 1084.26, "text": "للخمسة في المية لأن مش كل الأعطال هي خمسة في المية فمعنى ذلك أنه ممكن يكون العطل مالوش علاقة بال starter ممكن يكون العطل مالوش علاقة بال starter أساسا من الأصل مالوش علاقة في ال starter فهنا كأنه بنتكلم عن ال probability of noises given the starter is good اللي هي المكملة، أتداش مكملة الخمسة في المية؟ خمسة وتسعين في المية", "tokens": [1211, 1211, 9778, 2304, 3794, 3660, 8978, 9673, 10632, 5296, 33456, 37893, 28242, 16247, 3615, 9566, 6027, 39896, 16490, 2304, 3794, 3660, 8978, 9673, 10632, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 14739, 3224, 3714, 43020, 7251, 30544, 18863, 9566, 1211, 3714, 6027, 2407, 8592, 11203, 995, 28671, 20666, 22465, 3714, 43020, 7251, 30544, 18863, 9566, 1211, 3714, 6027, 2407, 8592, 11203, 995, 28671, 20666, 22465, 5551, 3794, 32277, 995, 9154, 16247, 36520, 3714, 6027, 2407, 8592, 11203, 995, 28671, 8978, 2423, 22465, 6156, 3224, 8315, 9122, 33456, 3224, 44945, 2655, 4117, 19528, 18871, 2423, 8482, 295, 14620, 2212, 264, 22465, 307, 665, 13672, 1829, 39896, 9673, 24793, 37977, 12399, 5551, 2655, 3215, 33599, 3714, 24793, 37977, 33962, 2304, 3794, 3660, 8978, 9673, 10632, 22807, 16490, 2304, 3794, 3660, 34683, 3794, 3615, 9957, 8978, 9673, 10632], "avg_logprob": -0.1530565710833473, "compression_ratio": 2.1784232365145226, "no_speech_prob": 1.531839370727539e-05, "words": [{"start": 1056.02, "end": 1056.74, "word": "للخمسة", "probability": 0.7054850260416666}, {"start": 1056.74, "end": 1056.84, "word": " في", "probability": 0.81494140625}, {"start": 1056.84, "end": 1057.18, "word": " المية", "probability": 0.7568359375}, {"start": 1057.18, "end": 1057.8, "word": " لأن", "probability": 0.72119140625}, {"start": 1057.8, "end": 1057.98, "word": " مش", "probability": 0.58984375}, {"start": 1057.98, "end": 1058.18, "word": " كل", "probability": 0.9638671875}, {"start": 1058.18, "end": 1058.72, "word": " الأعطال", "probability": 0.903564453125}, {"start": 1058.72, "end": 1059.24, "word": " هي", "probability": 0.9384765625}, {"start": 1059.24, "end": 1059.6, "word": " خمسة", "probability": 0.9798583984375}, {"start": 1059.6, "end": 1059.7, "word": " في", "probability": 0.978515625}, {"start": 1059.7, "end": 1059.96, "word": " المية", "probability": 0.97705078125}, {"start": 1059.96, "end": 1060.34, "word": " فمعنى", "probability": 0.92080078125}, {"start": 1060.34, "end": 1060.58, "word": " ذلك", "probability": 0.9814453125}, {"start": 1060.58, "end": 1060.94, "word": " أنه", "probability": 0.804931640625}, {"start": 1060.94, "end": 1061.74, "word": " ممكن", "probability": 0.942138671875}, {"start": 1061.74, "end": 1062.26, "word": " يكون", "probability": 0.957763671875}, {"start": 1062.26, "end": 1062.7, "word": " العطل", "probability": 0.8728841145833334}, {"start": 1062.7, "end": 1063.0, "word": " مالوش", "probability": 0.78173828125}, {"start": 1063.0, "end": 1063.32, "word": " علاقة", "probability": 0.9853515625}, {"start": 1063.32, "end": 1063.54, "word": " بال", "probability": 0.9052734375}, {"start": 1063.54, "end": 1064.32, "word": " starter", "probability": 0.6474609375}, {"start": 1064.32, "end": 1064.7, "word": " ممكن", "probability": 0.921875}, {"start": 1064.7, "end": 1064.94, "word": " يكون", "probability": 0.98095703125}, {"start": 1064.94, "end": 1065.38, "word": " العطل", "probability": 0.99169921875}, {"start": 1065.38, "end": 1066.04, "word": " مالوش", "probability": 0.948486328125}, {"start": 1066.04, "end": 1066.52, "word": " علاقة", "probability": 0.9861653645833334}, {"start": 1066.52, "end": 1067.1, "word": " بال", "probability": 0.9619140625}, {"start": 1067.1, "end": 1067.9, "word": " starter", "probability": 0.6611328125}, {"start": 1067.9, "end": 1068.58, "word": " أساسا", "probability": 0.9620361328125}, {"start": 1068.58, "end": 1068.98, "word": " من", "probability": 0.79443359375}, {"start": 1068.98, "end": 1069.38, "word": " الأصل", "probability": 0.927978515625}, {"start": 1069.38, "end": 1070.04, "word": " مالوش", "probability": 0.881103515625}, {"start": 1070.04, "end": 1070.74, "word": " علاقة", "probability": 0.986328125}, {"start": 1070.74, "end": 1070.96, "word": " في", "probability": 0.79931640625}, {"start": 1070.96, "end": 1071.92, "word": " ال", "probability": 0.6171875}, {"start": 1071.92, "end": 1072.2, "word": " starter", "probability": 0.82861328125}, {"start": 1072.2, "end": 1072.66, "word": " فهنا", "probability": 0.9666341145833334}, {"start": 1072.66, "end": 1073.32, "word": " كأنه", "probability": 0.9661458333333334}, {"start": 1073.32, "end": 1073.94, "word": " بنتكلم", "probability": 0.8397216796875}, {"start": 1073.94, "end": 1074.26, "word": " عن", "probability": 0.9970703125}, {"start": 1074.26, "end": 1074.88, "word": " ال", "probability": 0.7880859375}, {"start": 1074.88, "end": 1075.38, "word": " probability", "probability": 0.9658203125}, {"start": 1075.38, "end": 1076.12, "word": " of", "probability": 0.69091796875}, {"start": 1076.12, "end": 1077.08, "word": " noises", "probability": 0.822265625}, {"start": 1077.08, "end": 1077.8, "word": " given", "probability": 0.69580078125}, {"start": 1077.8, "end": 1078.1, "word": " the", "probability": 0.50537109375}, {"start": 1078.1, "end": 1078.44, "word": " starter", "probability": 0.9208984375}, {"start": 1078.44, "end": 1078.68, "word": " is", "probability": 0.95654296875}, {"start": 1078.68, "end": 1079.04, "word": " good", "probability": 0.91748046875}, {"start": 1079.04, "end": 1081.18, "word": " اللي", "probability": 0.94189453125}, {"start": 1081.18, "end": 1081.34, "word": " هي", "probability": 0.943359375}, {"start": 1081.34, "end": 1081.78, "word": " المكملة،", "probability": 0.79791259765625}, {"start": 1081.78, "end": 1082.0, "word": " أتداش", "probability": 0.5303955078125}, {"start": 1082.0, "end": 1082.36, "word": " مكملة", "probability": 0.9671223958333334}, {"start": 1082.36, "end": 1082.72, "word": " الخمسة", "probability": 0.971435546875}, {"start": 1082.72, "end": 1082.8, "word": " في", "probability": 0.99365234375}, {"start": 1082.8, "end": 1083.26, "word": " المية؟", "probability": 0.8850911458333334}, {"start": 1083.26, "end": 1083.56, "word": " خمسة", "probability": 0.9478759765625}, {"start": 1083.56, "end": 1083.88, "word": " وتسعين", "probability": 0.959228515625}, {"start": 1083.88, "end": 1084.0, "word": " في", "probability": 0.9814453125}, {"start": 1084.0, "end": 1084.26, "word": " المية", "probability": 0.9912109375}], "temperature": 1.0}, {"id": 42, "seek": 111007, "start": 1085.99, "end": 1110.07, "text": "تمام ال term هذا كله هيك على بعض و لو حسبنا نحسبه كامل هيطلع و هيجيبن عندنا مو طهيه في ال slides هيكون عندى تلاتة و عشرين في المية تلاتة و عشرين في المية طبعا تلاتة و عشرين في المية نرجع نقارنه بال term أصلا اللي كان واضح جايني واضح من ال rule مباشرة اللي هو سبعين في المية الفرق شاسع", "tokens": [39237, 10943, 2423, 1433, 23758, 28242, 3224, 39896, 4117, 15844, 45030, 11242, 4032, 45164, 11331, 35457, 8315, 8717, 5016, 35457, 3224, 9122, 10943, 1211, 39896, 9566, 1211, 3615, 4032, 39896, 7435, 1829, 3555, 1863, 43242, 8315, 3714, 2407, 23032, 3224, 1829, 3224, 8978, 2423, 9788, 39896, 30544, 43242, 7578, 6055, 1211, 9307, 3660, 4032, 6225, 46309, 9957, 8978, 9673, 10632, 6055, 1211, 9307, 3660, 4032, 6225, 46309, 9957, 8978, 9673, 10632, 23032, 3555, 3615, 995, 6055, 1211, 9307, 3660, 4032, 6225, 46309, 9957, 8978, 9673, 10632, 8717, 47341, 3615, 8717, 4587, 9640, 1863, 3224, 20666, 1433, 5551, 9381, 15040, 13672, 1829, 25961, 4032, 46958, 5016, 10874, 47302, 22653, 4032, 46958, 5016, 9154, 2423, 4978, 3714, 3555, 33599, 25720, 13672, 1829, 31439, 8608, 3555, 3615, 9957, 8978, 9673, 10632, 27188, 2288, 4587, 13412, 32277, 3615], "avg_logprob": -0.1512731541086126, "compression_ratio": 2.158590308370044, "no_speech_prob": 2.384185791015625e-06, "words": [{"start": 1085.99, "end": 1086.39, "word": "تمام", "probability": 0.883544921875}, {"start": 1086.39, "end": 1087.03, "word": " ال", "probability": 0.8203125}, {"start": 1087.03, "end": 1087.27, "word": " term", "probability": 0.91552734375}, {"start": 1087.27, "end": 1087.47, "word": " هذا", "probability": 0.525390625}, {"start": 1087.47, "end": 1087.75, "word": " كله", "probability": 0.970947265625}, {"start": 1087.75, "end": 1087.87, "word": " هيك", "probability": 0.7376708984375}, {"start": 1087.87, "end": 1087.99, "word": " على", "probability": 0.8720703125}, {"start": 1087.99, "end": 1088.21, "word": " بعض", "probability": 0.989990234375}, {"start": 1088.21, "end": 1088.29, "word": " و", "probability": 0.476318359375}, {"start": 1088.29, "end": 1088.39, "word": " لو", "probability": 0.97021484375}, {"start": 1088.39, "end": 1088.93, "word": " حسبنا", "probability": 0.9879557291666666}, {"start": 1088.93, "end": 1089.97, "word": " نحسبه", "probability": 0.85302734375}, {"start": 1089.97, "end": 1090.33, "word": " كامل", "probability": 0.9949544270833334}, {"start": 1090.33, "end": 1090.91, "word": " هيطلع", "probability": 0.8787841796875}, {"start": 1090.91, "end": 1091.03, "word": " و", "probability": 0.564453125}, {"start": 1091.03, "end": 1091.59, "word": " هيجيبن", "probability": 0.725244140625}, {"start": 1091.59, "end": 1091.95, "word": " عندنا", "probability": 0.796630859375}, {"start": 1091.95, "end": 1092.27, "word": " مو", "probability": 0.588134765625}, {"start": 1092.27, "end": 1092.57, "word": " طهيه", "probability": 0.694091796875}, {"start": 1092.57, "end": 1092.67, "word": " في", "probability": 0.70751953125}, {"start": 1092.67, "end": 1092.75, "word": " ال", "probability": 0.95703125}, {"start": 1092.75, "end": 1093.13, "word": " slides", "probability": 0.94287109375}, {"start": 1093.13, "end": 1093.93, "word": " هيكون", "probability": 0.769287109375}, {"start": 1093.93, "end": 1094.65, "word": " عندى", "probability": 0.788330078125}, {"start": 1094.65, "end": 1095.23, "word": " تلاتة", "probability": 0.8426513671875}, {"start": 1095.23, "end": 1095.29, "word": " و", "probability": 0.98291015625}, {"start": 1095.29, "end": 1095.83, "word": " عشرين", "probability": 0.9388020833333334}, {"start": 1095.83, "end": 1096.25, "word": " في", "probability": 0.50244140625}, {"start": 1096.25, "end": 1096.63, "word": " المية", "probability": 0.897705078125}, {"start": 1096.63, "end": 1097.39, "word": " تلاتة", "probability": 0.8392333984375}, {"start": 1097.39, "end": 1097.45, "word": " و", "probability": 0.99853515625}, {"start": 1097.45, "end": 1097.95, "word": " عشرين", "probability": 0.931640625}, {"start": 1097.95, "end": 1099.23, "word": " في", "probability": 0.9462890625}, {"start": 1099.23, "end": 1099.51, "word": " المية", "probability": 0.9833984375}, {"start": 1099.51, "end": 1100.19, "word": " طبعا", "probability": 0.9700927734375}, {"start": 1100.19, "end": 1100.41, "word": " تلاتة", "probability": 0.96240234375}, {"start": 1100.41, "end": 1100.51, "word": " و", "probability": 0.99853515625}, {"start": 1100.51, "end": 1100.67, "word": " عشرين", "probability": 0.9549153645833334}, {"start": 1100.67, "end": 1100.85, "word": " في", "probability": 0.982421875}, {"start": 1100.85, "end": 1101.15, "word": " المية", "probability": 0.9814453125}, {"start": 1101.15, "end": 1102.39, "word": " نرجع", "probability": 0.9156901041666666}, {"start": 1102.39, "end": 1103.11, "word": " نقارنه", "probability": 0.98193359375}, {"start": 1103.11, "end": 1103.61, "word": " بال", "probability": 0.984375}, {"start": 1103.61, "end": 1103.89, "word": " term", "probability": 0.83935546875}, {"start": 1103.89, "end": 1104.25, "word": " أصلا", "probability": 0.8523763020833334}, {"start": 1104.25, "end": 1104.43, "word": " اللي", "probability": 0.78955078125}, {"start": 1104.43, "end": 1104.67, "word": " كان", "probability": 0.98876953125}, {"start": 1104.67, "end": 1105.01, "word": " واضح", "probability": 0.8444010416666666}, {"start": 1105.01, "end": 1105.37, "word": " جايني", "probability": 0.72705078125}, {"start": 1105.37, "end": 1105.69, "word": " واضح", "probability": 0.9576822916666666}, {"start": 1105.69, "end": 1105.85, "word": " من", "probability": 0.98828125}, {"start": 1105.85, "end": 1105.95, "word": " ال", "probability": 0.94189453125}, {"start": 1105.95, "end": 1106.07, "word": " rule", "probability": 0.87109375}, {"start": 1106.07, "end": 1106.63, "word": " مباشرة", "probability": 0.992431640625}, {"start": 1106.63, "end": 1106.83, "word": " اللي", "probability": 0.9482421875}, {"start": 1106.83, "end": 1107.07, "word": " هو", "probability": 0.98486328125}, {"start": 1107.07, "end": 1107.89, "word": " سبعين", "probability": 0.9764404296875}, {"start": 1107.89, "end": 1108.11, "word": " في", "probability": 0.98095703125}, {"start": 1108.11, "end": 1108.45, "word": " المية", "probability": 0.987060546875}, {"start": 1108.45, "end": 1109.63, "word": " الفرق", "probability": 0.8380533854166666}, {"start": 1109.63, "end": 1110.07, "word": " شاسع", "probability": 0.9825846354166666}], "temperature": 1.0}, {"id": 43, "seek": 111782, "start": 1110.9, "end": 1117.82, "text": "واضح ان الفرق كتير شاسع الفرق الشاسع هذا واضح ان القيمة كتير اقل", "tokens": [2407, 46958, 5016, 16472, 27188, 2288, 4587, 9122, 2655, 13546, 13412, 32277, 3615, 27188, 2288, 4587, 25124, 32277, 3615, 23758, 4032, 46958, 5016, 16472, 25062, 32640, 3660, 9122, 2655, 13546, 1975, 4587, 1211], "avg_logprob": -0.1429227879818748, "compression_ratio": 1.5064935064935066, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1110.9, "end": 1111.26, "word": "واضح", "probability": 0.9723307291666666}, {"start": 1111.26, "end": 1111.38, "word": " ان", "probability": 0.5712890625}, {"start": 1111.38, "end": 1111.72, "word": " الفرق", "probability": 0.8971354166666666}, {"start": 1111.72, "end": 1112.04, "word": " كتير", "probability": 0.94482421875}, {"start": 1112.04, "end": 1112.5, "word": " شاسع", "probability": 0.9734700520833334}, {"start": 1112.5, "end": 1113.64, "word": " الفرق", "probability": 0.8182779947916666}, {"start": 1113.64, "end": 1114.16, "word": " الشاسع", "probability": 0.97802734375}, {"start": 1114.16, "end": 1114.5, "word": " هذا", "probability": 0.63037109375}, {"start": 1114.5, "end": 1116.4, "word": " واضح", "probability": 0.88134765625}, {"start": 1116.4, "end": 1116.52, "word": " ان", "probability": 0.7783203125}, {"start": 1116.52, "end": 1117.04, "word": " القيمة", "probability": 0.93896484375}, {"start": 1117.04, "end": 1117.36, "word": " كتير", "probability": 0.7852376302083334}, {"start": 1117.36, "end": 1117.82, "word": " اقل", "probability": 0.8883463541666666}], "temperature": 1.0}, {"id": 44, "seek": 114572, "start": 1118.66, "end": 1145.72, "text": "فرق كبير من ناحية القلة ليش؟ لأن ال knowledge اللي احنا خدناها ك prior knowledge واضح ان فيها مشكلة واضح ان في إشكالية ان ال noise هل هو طالع من ال starter و لا مش طالع من ال starter مش دائما حكم ال expert بيكون صحيح على ال probability أو بديش اقول حكمه هو حكمه في الحقيقة العادية يجدها صحيحة ولكن قداش حكمه يتفق", "tokens": [5172, 2288, 4587, 9122, 3555, 13546, 9154, 8717, 39319, 10632, 25062, 37977, 32239, 8592, 22807, 5296, 33456, 2423, 3601, 13672, 1829, 1975, 5016, 8315, 16490, 3215, 8315, 11296, 9122, 4059, 3601, 4032, 46958, 5016, 16472, 8978, 11296, 37893, 28820, 3660, 4032, 46958, 5016, 16472, 8978, 11933, 8592, 4117, 6027, 10632, 16472, 2423, 5658, 8032, 1211, 31439, 23032, 6027, 3615, 9154, 2423, 22465, 4032, 20193, 37893, 23032, 6027, 3615, 9154, 2423, 22465, 37893, 11778, 16373, 15042, 11331, 24793, 2423, 5844, 4724, 1829, 30544, 20328, 5016, 1829, 5016, 15844, 2423, 8482, 34051, 4724, 16254, 8592, 1975, 39648, 11331, 24793, 3224, 31439, 11331, 24793, 3224, 8978, 21542, 38436, 28671, 18863, 18513, 10632, 7251, 7435, 3215, 11296, 20328, 5016, 1829, 5016, 3660, 35525, 19452, 12174, 3215, 33599, 11331, 24793, 3224, 7251, 2655, 5172, 4587], "avg_logprob": -0.13239504044292538, "compression_ratio": 1.8455882352941178, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1118.66, "end": 1119.28, "word": "فرق", "probability": 0.970703125}, {"start": 1119.28, "end": 1119.84, "word": " كبير", "probability": 0.9915364583333334}, {"start": 1119.84, "end": 1120.64, "word": " من", "probability": 0.9541015625}, {"start": 1120.64, "end": 1121.14, "word": " ناحية", "probability": 0.9306640625}, {"start": 1121.14, "end": 1122.24, "word": " القلة", "probability": 0.98681640625}, {"start": 1122.24, "end": 1123.28, "word": " ليش؟", "probability": 0.6566569010416666}, {"start": 1123.28, "end": 1123.56, "word": " لأن", "probability": 0.91064453125}, {"start": 1123.56, "end": 1123.92, "word": " ال", "probability": 0.60546875}, {"start": 1123.92, "end": 1124.2, "word": " knowledge", "probability": 0.7978515625}, {"start": 1124.2, "end": 1124.34, "word": " اللي", "probability": 0.92626953125}, {"start": 1124.34, "end": 1124.5, "word": " احنا", "probability": 0.8800455729166666}, {"start": 1124.5, "end": 1124.88, "word": " خدناها", "probability": 0.83050537109375}, {"start": 1124.88, "end": 1125.04, "word": " ك", "probability": 0.90087890625}, {"start": 1125.04, "end": 1125.32, "word": " prior", "probability": 0.91357421875}, {"start": 1125.32, "end": 1125.78, "word": " knowledge", "probability": 0.9404296875}, {"start": 1125.78, "end": 1126.34, "word": " واضح", "probability": 0.97119140625}, {"start": 1126.34, "end": 1126.44, "word": " ان", "probability": 0.406982421875}, {"start": 1126.44, "end": 1126.66, "word": " فيها", "probability": 0.864990234375}, {"start": 1126.66, "end": 1127.6, "word": " مشكلة", "probability": 0.9873046875}, {"start": 1127.6, "end": 1128.0, "word": " واضح", "probability": 0.94140625}, {"start": 1128.0, "end": 1128.12, "word": " ان", "probability": 0.7958984375}, {"start": 1128.12, "end": 1128.34, "word": " في", "probability": 0.85791015625}, {"start": 1128.34, "end": 1129.42, "word": " إشكالية", "probability": 0.89072265625}, {"start": 1129.42, "end": 1130.84, "word": " ان", "probability": 0.60546875}, {"start": 1130.84, "end": 1131.08, "word": " ال", "probability": 0.84521484375}, {"start": 1131.08, "end": 1131.54, "word": " noise", "probability": 0.9736328125}, {"start": 1131.54, "end": 1131.84, "word": " هل", "probability": 0.849365234375}, {"start": 1131.84, "end": 1131.98, "word": " هو", "probability": 0.9892578125}, {"start": 1131.98, "end": 1132.24, "word": " طالع", "probability": 0.9889322916666666}, {"start": 1132.24, "end": 1132.36, "word": " من", "probability": 0.9921875}, {"start": 1132.36, "end": 1132.46, "word": " ال", "probability": 0.9541015625}, {"start": 1132.46, "end": 1132.76, "word": " starter", "probability": 0.91552734375}, {"start": 1132.76, "end": 1132.9, "word": " و", "probability": 0.435791015625}, {"start": 1132.9, "end": 1132.98, "word": " لا", "probability": 0.9521484375}, {"start": 1132.98, "end": 1133.12, "word": " مش", "probability": 0.908203125}, {"start": 1133.12, "end": 1133.36, "word": " طالع", "probability": 0.9814453125}, {"start": 1133.36, "end": 1133.48, "word": " من", "probability": 0.99072265625}, {"start": 1133.48, "end": 1133.64, "word": " ال", "probability": 0.95556640625}, {"start": 1133.64, "end": 1134.08, "word": " starter", "probability": 0.93505859375}, {"start": 1134.08, "end": 1134.8, "word": " مش", "probability": 0.81689453125}, {"start": 1134.8, "end": 1135.26, "word": " دائما", "probability": 0.9264322916666666}, {"start": 1135.26, "end": 1135.66, "word": " حكم", "probability": 0.955322265625}, {"start": 1135.66, "end": 1135.88, "word": " ال", "probability": 0.94091796875}, {"start": 1135.88, "end": 1136.32, "word": " expert", "probability": 0.9599609375}, {"start": 1136.32, "end": 1136.72, "word": " بيكون", "probability": 0.8592122395833334}, {"start": 1136.72, "end": 1137.18, "word": " صحيح", "probability": 0.9971923828125}, {"start": 1137.18, "end": 1137.42, "word": " على", "probability": 0.93212890625}, {"start": 1137.42, "end": 1137.8, "word": " ال", "probability": 0.72412109375}, {"start": 1137.8, "end": 1138.3, "word": " probability", "probability": 0.958984375}, {"start": 1138.3, "end": 1138.68, "word": " أو", "probability": 0.68701171875}, {"start": 1138.68, "end": 1138.92, "word": " بديش", "probability": 0.7369791666666666}, {"start": 1138.92, "end": 1139.08, "word": " اقول", "probability": 0.744873046875}, {"start": 1139.08, "end": 1139.54, "word": " حكمه", "probability": 0.9581705729166666}, {"start": 1139.54, "end": 1139.9, "word": " هو", "probability": 0.5927734375}, {"start": 1139.9, "end": 1140.34, "word": " حكمه", "probability": 0.9471028645833334}, {"start": 1140.34, "end": 1140.54, "word": " في", "probability": 0.9736328125}, {"start": 1140.54, "end": 1140.78, "word": " الحقيقة", "probability": 0.8219401041666666}, {"start": 1140.78, "end": 1141.06, "word": " العادية", "probability": 0.9912109375}, {"start": 1141.06, "end": 1142.44, "word": " يجدها", "probability": 0.900634765625}, {"start": 1142.44, "end": 1143.08, "word": " صحيحة", "probability": 0.99189453125}, {"start": 1143.08, "end": 1143.6, "word": " ولكن", "probability": 0.84326171875}, {"start": 1143.6, "end": 1144.18, "word": " قداش", "probability": 0.6844075520833334}, {"start": 1144.18, "end": 1144.84, "word": " حكمه", "probability": 0.9669596354166666}, {"start": 1144.84, "end": 1145.72, "word": " يتفق", "probability": 0.9957275390625}], "temperature": 1.0}, {"id": 45, "seek": 115561, "start": 1146.2, "end": 1155.62, "text": "مع آلية عمل الـ Probability والـ Conditional Probability هذا اللي فيها تباين فيها تباين فهذا أحيانا إذا بدنا نضطر نعتمد على", "tokens": [2304, 3615, 19753, 1211, 10632, 6225, 42213, 2423, 39184, 8736, 2310, 16070, 39184, 21793, 2628, 8736, 2310, 23758, 13672, 1829, 8978, 11296, 6055, 3555, 995, 9957, 8978, 11296, 6055, 3555, 995, 9957, 6156, 3224, 15730, 5551, 5016, 1829, 7649, 995, 11933, 15730, 47525, 8315, 8717, 11242, 9566, 2288, 8717, 34268, 2304, 3215, 15844], "avg_logprob": -0.19733796544648982, "compression_ratio": 1.4191176470588236, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 1146.2, "end": 1146.64, "word": "مع", "probability": 0.813232421875}, {"start": 1146.64, "end": 1147.54, "word": " آلية", "probability": 0.7861328125}, {"start": 1147.54, "end": 1147.82, "word": " عمل", "probability": 0.97900390625}, {"start": 1147.82, "end": 1148.02, "word": " الـ", "probability": 0.52032470703125}, {"start": 1148.02, "end": 1148.44, "word": " Probability", "probability": 0.878662109375}, {"start": 1148.44, "end": 1148.62, "word": " والـ", "probability": 0.3553466796875}, {"start": 1148.62, "end": 1149.0, "word": " Conditional", "probability": 0.752197265625}, {"start": 1149.0, "end": 1149.62, "word": " Probability", "probability": 0.98046875}, {"start": 1149.62, "end": 1150.1, "word": " هذا", "probability": 0.15087890625}, {"start": 1150.1, "end": 1150.24, "word": " اللي", "probability": 0.921630859375}, {"start": 1150.24, "end": 1150.6, "word": " فيها", "probability": 0.9794921875}, {"start": 1150.6, "end": 1151.36, "word": " تباين", "probability": 0.960693359375}, {"start": 1151.36, "end": 1151.64, "word": " فيها", "probability": 0.6578369140625}, {"start": 1151.64, "end": 1152.0, "word": " تباين", "probability": 0.9912109375}, {"start": 1152.0, "end": 1152.34, "word": " فهذا", "probability": 0.9150390625}, {"start": 1152.34, "end": 1153.04, "word": " أحيانا", "probability": 0.93759765625}, {"start": 1153.04, "end": 1153.94, "word": " إذا", "probability": 0.893798828125}, {"start": 1153.94, "end": 1154.16, "word": " بدنا", "probability": 0.9658203125}, {"start": 1154.16, "end": 1154.58, "word": " نضطر", "probability": 0.973388671875}, {"start": 1154.58, "end": 1155.38, "word": " نعتمد", "probability": 0.9918212890625}, {"start": 1155.38, "end": 1155.62, "word": " على", "probability": 0.9326171875}], "temperature": 1.0}, {"id": 46, "seek": 118233, "start": 1156.77, "end": 1182.33, "text": "statistics و بعدين في نص شغلنا في ال statistics و ال probability أضطر أخد معلومة من ال human expert ممكن ال human expert ما تكونش طريقة تفكيره متفقة مع طريقة عمل ال probability فهنجد أو طريقة فهمه لل probability فهنجد أنه ممكن الأرقام يصير فيها significant error حقيقة أخطاء باينة ملموسة واضحة", "tokens": [19435, 6006, 4032, 39182, 9957, 8978, 8717, 9381, 13412, 17082, 1211, 8315, 8978, 2423, 12523, 4032, 2423, 8482, 5551, 11242, 9566, 2288, 5551, 9778, 3215, 20449, 1211, 20498, 3660, 9154, 2423, 1952, 5844, 3714, 43020, 2423, 1952, 5844, 19446, 6055, 30544, 8592, 23032, 16572, 28671, 6055, 5172, 4117, 13546, 3224, 44650, 5172, 28671, 20449, 23032, 16572, 28671, 6225, 42213, 2423, 8482, 6156, 3224, 1863, 7435, 3215, 34051, 23032, 16572, 28671, 6156, 16095, 3224, 24976, 8482, 6156, 3224, 1863, 7435, 3215, 14739, 3224, 3714, 43020, 16247, 2288, 4587, 10943, 7251, 9381, 13546, 8978, 11296, 4776, 6713, 11331, 38436, 28671, 5551, 9778, 9566, 16606, 4724, 995, 9957, 3660, 3714, 19528, 41779, 3660, 4032, 46958, 5016, 3660], "avg_logprob": -0.12180706586526788, "compression_ratio": 1.7975708502024292, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 1156.77, "end": 1157.65, "word": "statistics", "probability": 0.721435546875}, {"start": 1157.65, "end": 1158.47, "word": " و", "probability": 0.51708984375}, {"start": 1158.47, "end": 1159.03, "word": " بعدين", "probability": 0.927734375}, {"start": 1159.03, "end": 1159.55, "word": " في", "probability": 0.7392578125}, {"start": 1159.55, "end": 1159.79, "word": " نص", "probability": 0.977783203125}, {"start": 1159.79, "end": 1160.17, "word": " شغلنا", "probability": 0.9813232421875}, {"start": 1160.17, "end": 1160.27, "word": " في", "probability": 0.8544921875}, {"start": 1160.27, "end": 1160.37, "word": " ال", "probability": 0.87744140625}, {"start": 1160.37, "end": 1160.93, "word": " statistics", "probability": 0.482177734375}, {"start": 1160.93, "end": 1161.21, "word": " و", "probability": 0.9052734375}, {"start": 1161.21, "end": 1161.27, "word": " ال", "probability": 0.69921875}, {"start": 1161.27, "end": 1161.87, "word": " probability", "probability": 0.912109375}, {"start": 1161.87, "end": 1162.53, "word": " أضطر", "probability": 0.82305908203125}, {"start": 1162.53, "end": 1162.85, "word": " أخد", "probability": 0.9275716145833334}, {"start": 1162.85, "end": 1163.29, "word": " معلومة", "probability": 0.9940185546875}, {"start": 1163.29, "end": 1163.43, "word": " من", "probability": 0.95556640625}, {"start": 1163.43, "end": 1163.55, "word": " ال", "probability": 0.966796875}, {"start": 1163.55, "end": 1163.79, "word": " human", "probability": 0.896484375}, {"start": 1163.79, "end": 1164.43, "word": " expert", "probability": 0.91845703125}, {"start": 1164.43, "end": 1165.51, "word": " ممكن", "probability": 0.966064453125}, {"start": 1165.51, "end": 1165.67, "word": " ال", "probability": 0.966796875}, {"start": 1165.67, "end": 1165.91, "word": " human", "probability": 0.9375}, {"start": 1165.91, "end": 1166.29, "word": " expert", "probability": 0.94873046875}, {"start": 1166.29, "end": 1166.47, "word": " ما", "probability": 0.72119140625}, {"start": 1166.47, "end": 1166.89, "word": " تكونش", "probability": 0.7625325520833334}, {"start": 1166.89, "end": 1167.77, "word": " طريقة", "probability": 0.9677734375}, {"start": 1167.77, "end": 1168.21, "word": " تفكيره", "probability": 0.98935546875}, {"start": 1168.21, "end": 1168.83, "word": " متفقة", "probability": 0.9059244791666666}, {"start": 1168.83, "end": 1169.39, "word": " مع", "probability": 0.9794921875}, {"start": 1169.39, "end": 1170.15, "word": " طريقة", "probability": 0.9908854166666666}, {"start": 1170.15, "end": 1170.41, "word": " عمل", "probability": 0.990966796875}, {"start": 1170.41, "end": 1170.53, "word": " ال", "probability": 0.876953125}, {"start": 1170.53, "end": 1171.01, "word": " probability", "probability": 0.9619140625}, {"start": 1171.01, "end": 1171.87, "word": " فهنجد", "probability": 0.856640625}, {"start": 1171.87, "end": 1172.05, "word": " أو", "probability": 0.5810546875}, {"start": 1172.05, "end": 1172.41, "word": " طريقة", "probability": 0.9925130208333334}, {"start": 1172.41, "end": 1172.75, "word": " فهمه", "probability": 0.9104817708333334}, {"start": 1172.75, "end": 1172.85, "word": " لل", "probability": 0.6123046875}, {"start": 1172.85, "end": 1173.37, "word": " probability", "probability": 0.91748046875}, {"start": 1173.37, "end": 1174.23, "word": " فهنجد", "probability": 0.98369140625}, {"start": 1174.23, "end": 1174.45, "word": " أنه", "probability": 0.4688720703125}, {"start": 1174.45, "end": 1174.69, "word": " ممكن", "probability": 0.986328125}, {"start": 1174.69, "end": 1175.47, "word": " الأرقام", "probability": 0.98779296875}, {"start": 1175.47, "end": 1175.91, "word": " يصير", "probability": 0.95703125}, {"start": 1175.91, "end": 1176.35, "word": " فيها", "probability": 0.991943359375}, {"start": 1176.35, "end": 1177.31, "word": " significant", "probability": 0.73974609375}, {"start": 1177.31, "end": 1178.47, "word": " error", "probability": 0.90234375}, {"start": 1178.47, "end": 1179.19, "word": " حقيقة", "probability": 0.8435872395833334}, {"start": 1179.19, "end": 1179.97, "word": " أخطاء", "probability": 0.92041015625}, {"start": 1179.97, "end": 1181.35, "word": " باينة", "probability": 0.918212890625}, {"start": 1181.35, "end": 1181.89, "word": " ملموسة", "probability": 0.900390625}, {"start": 1181.89, "end": 1182.33, "word": " واضحة", "probability": 0.9317626953125}], "temperature": 1.0}, {"id": 47, "seek": 120354, "start": 1183.12, "end": 1203.54, "text": "فهذه هي جزئية ال biasing اللي حكينا عنها أنه ممكن يصير biasing في اللي هو probability حسب الشخص اللي ممكن يعطيني ال prior probability ال prior probability تمام هنضيف إلى ذلك طبعا لما نيجي نتكلم عن المقارنات اللي هي لما نيجي أقارن comparison between ال ال Bayesian", "tokens": [5172, 3224, 24192, 39896, 10874, 11622, 19986, 10632, 2423, 12577, 278, 13672, 1829, 11331, 4117, 1829, 8315, 18871, 11296, 14739, 3224, 3714, 43020, 7251, 9381, 13546, 12577, 278, 8978, 13672, 1829, 31439, 8482, 11331, 35457, 25124, 9778, 9381, 13672, 1829, 3714, 43020, 37495, 9566, 9957, 1829, 2423, 4059, 8482, 2423, 4059, 8482, 46811, 10943, 8032, 1863, 11242, 33911, 30731, 29910, 23275, 23032, 3555, 3615, 995, 5296, 15042, 8717, 1829, 7435, 1829, 8717, 2655, 4117, 19528, 18871, 9673, 4587, 9640, 8315, 2655, 13672, 1829, 39896, 5296, 15042, 8717, 1829, 7435, 1829, 5551, 4587, 9640, 1863, 9660, 1296, 2423, 2423, 7840, 42434], "avg_logprob": -0.1629022235917573, "compression_ratio": 1.722943722943723, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1183.12, "end": 1183.68, "word": "فهذه", "probability": 0.837890625}, {"start": 1183.68, "end": 1184.18, "word": " هي", "probability": 0.83544921875}, {"start": 1184.18, "end": 1184.62, "word": " جزئية", "probability": 0.95263671875}, {"start": 1184.62, "end": 1184.82, "word": " ال", "probability": 0.9453125}, {"start": 1184.82, "end": 1185.24, "word": " biasing", "probability": 0.46942138671875}, {"start": 1185.24, "end": 1185.34, "word": " اللي", "probability": 0.812255859375}, {"start": 1185.34, "end": 1185.7, "word": " حكينا", "probability": 0.9803466796875}, {"start": 1185.7, "end": 1186.02, "word": " عنها", "probability": 0.993896484375}, {"start": 1186.02, "end": 1186.56, "word": " أنه", "probability": 0.6685791015625}, {"start": 1186.56, "end": 1186.88, "word": " ممكن", "probability": 0.89404296875}, {"start": 1186.88, "end": 1187.56, "word": " يصير", "probability": 0.9599609375}, {"start": 1187.56, "end": 1188.06, "word": " biasing", "probability": 0.809814453125}, {"start": 1188.06, "end": 1188.18, "word": " في", "probability": 0.95654296875}, {"start": 1188.18, "end": 1188.3, "word": " اللي", "probability": 0.91943359375}, {"start": 1188.3, "end": 1188.32, "word": " هو", "probability": 0.755859375}, {"start": 1188.32, "end": 1188.92, "word": " probability", "probability": 0.97412109375}, {"start": 1188.92, "end": 1190.06, "word": " حسب", "probability": 0.979736328125}, {"start": 1190.06, "end": 1191.18, "word": " الشخص", "probability": 0.9825846354166666}, {"start": 1191.18, "end": 1191.34, "word": " اللي", "probability": 0.95947265625}, {"start": 1191.34, "end": 1191.6, "word": " ممكن", "probability": 0.9580078125}, {"start": 1191.6, "end": 1192.04, "word": " يعطيني", "probability": 0.8330078125}, {"start": 1192.04, "end": 1192.16, "word": " ال", "probability": 0.9296875}, {"start": 1192.16, "end": 1192.5, "word": " prior", "probability": 0.93603515625}, {"start": 1192.5, "end": 1193.34, "word": " probability", "probability": 0.9755859375}, {"start": 1193.34, "end": 1193.58, "word": " ال", "probability": 0.435302734375}, {"start": 1193.58, "end": 1193.86, "word": " prior", "probability": 0.90234375}, {"start": 1193.86, "end": 1194.66, "word": " probability", "probability": 0.9736328125}, {"start": 1194.66, "end": 1195.52, "word": " تمام", "probability": 0.8701171875}, {"start": 1195.52, "end": 1196.2, "word": " هنضيف", "probability": 0.8399658203125}, {"start": 1196.2, "end": 1196.34, "word": " إلى", "probability": 0.8447265625}, {"start": 1196.34, "end": 1196.58, "word": " ذلك", "probability": 0.99560546875}, {"start": 1196.58, "end": 1196.82, "word": " طبعا", "probability": 0.975830078125}, {"start": 1196.82, "end": 1196.96, "word": " لما", "probability": 0.76220703125}, {"start": 1196.96, "end": 1197.14, "word": " نيجي", "probability": 0.786376953125}, {"start": 1197.14, "end": 1197.52, "word": " نتكلم", "probability": 0.9915771484375}, {"start": 1197.52, "end": 1197.84, "word": " عن", "probability": 0.994140625}, {"start": 1197.84, "end": 1198.96, "word": " المقارنات", "probability": 0.95}, {"start": 1198.96, "end": 1199.18, "word": " اللي", "probability": 0.94287109375}, {"start": 1199.18, "end": 1199.3, "word": " هي", "probability": 0.93603515625}, {"start": 1199.3, "end": 1199.42, "word": " لما", "probability": 0.93505859375}, {"start": 1199.42, "end": 1199.72, "word": " نيجي", "probability": 0.81939697265625}, {"start": 1199.72, "end": 1200.24, "word": " أقارن", "probability": 0.9132080078125}, {"start": 1200.24, "end": 1201.28, "word": " comparison", "probability": 0.71533203125}, {"start": 1201.28, "end": 1201.74, "word": " between", "probability": 0.91650390625}, {"start": 1201.74, "end": 1202.5, "word": " ال", "probability": 0.96044921875}, {"start": 1202.5, "end": 1203.14, "word": " ال", "probability": 0.499267578125}, {"start": 1203.14, "end": 1203.54, "word": " Bayesian", "probability": 0.603271484375}], "temperature": 1.0}, {"id": 48, "seek": 122733, "start": 1204.13, "end": 1227.33, "text": "reasoning و certainty factors حاجة إن ال probability هي أقدم okay كنا متفقن إن هي أقدم و بتتعامل مع statistics كتيرة فهي أفضل ك technique with deal يعني أو بتتعامل مع ال exact inexact knowledge and random data ال inexact knowledge اللي هو ال knowledge اللي مافيش human", "tokens": [265, 1258, 278, 4032, 27022, 6771, 11331, 26108, 3660, 36145, 2423, 8482, 39896, 5551, 28543, 2304, 1392, 9122, 8315, 44650, 5172, 4587, 1863, 36145, 39896, 5551, 28543, 2304, 4032, 39894, 2655, 3615, 10943, 1211, 20449, 12523, 9122, 2655, 48923, 6156, 3224, 1829, 5551, 5172, 11242, 1211, 9122, 6532, 365, 2028, 37495, 22653, 34051, 39894, 2655, 3615, 10943, 1211, 20449, 2423, 1900, 29961, 578, 3601, 293, 4974, 1412, 2423, 29961, 578, 3601, 13672, 1829, 31439, 2423, 3601, 13672, 1829, 19446, 41185, 8592, 1952], "avg_logprob": -0.1518260603209576, "compression_ratio": 1.6199095022624435, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1204.13, "end": 1204.75, "word": "reasoning", "probability": 0.8199869791666666}, {"start": 1204.75, "end": 1204.95, "word": " و", "probability": 0.919921875}, {"start": 1204.95, "end": 1205.69, "word": " certainty", "probability": 0.85888671875}, {"start": 1205.69, "end": 1206.53, "word": " factors", "probability": 0.95458984375}, {"start": 1206.53, "end": 1207.13, "word": " حاجة", "probability": 0.9513346354166666}, {"start": 1207.13, "end": 1207.27, "word": " إن", "probability": 0.274658203125}, {"start": 1207.27, "end": 1207.39, "word": " ال", "probability": 0.916015625}, {"start": 1207.39, "end": 1207.77, "word": " probability", "probability": 0.89697265625}, {"start": 1207.77, "end": 1207.99, "word": " هي", "probability": 0.85546875}, {"start": 1207.99, "end": 1208.37, "word": " أقدم", "probability": 0.9617513020833334}, {"start": 1208.37, "end": 1209.17, "word": " okay", "probability": 0.38427734375}, {"start": 1209.17, "end": 1209.41, "word": " كنا", "probability": 0.8369140625}, {"start": 1209.41, "end": 1209.83, "word": " متفقن", "probability": 0.8240966796875}, {"start": 1209.83, "end": 1209.91, "word": " إن", "probability": 0.67626953125}, {"start": 1209.91, "end": 1210.07, "word": " هي", "probability": 0.693359375}, {"start": 1210.07, "end": 1210.51, "word": " أقدم", "probability": 0.9816080729166666}, {"start": 1210.51, "end": 1210.79, "word": " و", "probability": 0.384765625}, {"start": 1210.79, "end": 1211.15, "word": " بتتعامل", "probability": 0.97333984375}, {"start": 1211.15, "end": 1211.29, "word": " مع", "probability": 0.99609375}, {"start": 1211.29, "end": 1211.79, "word": " statistics", "probability": 0.81640625}, {"start": 1211.79, "end": 1212.33, "word": " كتيرة", "probability": 0.9230143229166666}, {"start": 1212.33, "end": 1213.83, "word": " فهي", "probability": 0.9822591145833334}, {"start": 1213.83, "end": 1214.87, "word": " أفضل", "probability": 0.988037109375}, {"start": 1214.87, "end": 1215.97, "word": " ك", "probability": 0.95458984375}, {"start": 1215.97, "end": 1216.51, "word": " technique", "probability": 0.6640625}, {"start": 1216.51, "end": 1217.05, "word": " with", "probability": 0.90234375}, {"start": 1217.05, "end": 1217.47, "word": " deal", "probability": 0.79248046875}, {"start": 1217.47, "end": 1218.75, "word": " يعني", "probability": 0.853271484375}, {"start": 1218.75, "end": 1218.89, "word": " أو", "probability": 0.84765625}, {"start": 1218.89, "end": 1219.41, "word": " بتتعامل", "probability": 0.9806640625}, {"start": 1219.41, "end": 1219.67, "word": " مع", "probability": 0.9912109375}, {"start": 1219.67, "end": 1220.01, "word": " ال", "probability": 0.8671875}, {"start": 1220.01, "end": 1221.11, "word": " exact", "probability": 0.7060546875}, {"start": 1221.11, "end": 1221.97, "word": " inexact", "probability": 0.624755859375}, {"start": 1221.97, "end": 1222.37, "word": " knowledge", "probability": 0.90966796875}, {"start": 1222.37, "end": 1222.79, "word": " and", "probability": 0.91357421875}, {"start": 1222.79, "end": 1223.13, "word": " random", "probability": 0.8291015625}, {"start": 1223.13, "end": 1223.51, "word": " data", "probability": 0.98095703125}, {"start": 1223.51, "end": 1223.93, "word": " ال", "probability": 0.7646484375}, {"start": 1223.93, "end": 1224.31, "word": " inexact", "probability": 0.83349609375}, {"start": 1224.31, "end": 1224.67, "word": " knowledge", "probability": 0.939453125}, {"start": 1224.67, "end": 1224.89, "word": " اللي", "probability": 0.9619140625}, {"start": 1224.89, "end": 1225.15, "word": " هو", "probability": 0.98828125}, {"start": 1225.15, "end": 1225.71, "word": " ال", "probability": 0.8759765625}, {"start": 1225.71, "end": 1225.95, "word": " knowledge", "probability": 0.9130859375}, {"start": 1225.95, "end": 1226.25, "word": " اللي", "probability": 0.96923828125}, {"start": 1226.25, "end": 1226.99, "word": " مافيش", "probability": 0.9368489583333334}, {"start": 1226.99, "end": 1227.33, "word": " human", "probability": 0.9560546875}], "temperature": 1.0}, {"id": 49, "seek": 125748, "start": 1228.18, "end": 1257.48, "text": "Expert عنده خلفية قوية فيها فاحنا معتمدين على بيانات كبيرة وخلاص البيانات الكبيرة هذه باخد مجموعة احتمالات منها مجموعة احتمالات بتطلعلي الـ Bayesian reasoning أو التفكير المنطقي من ناحية conditional probability و بتطلعلي نتائج مش بالضروري يكون في human expert بعرف فيها زائد البيانات العشوائية", "tokens": [11149, 15346, 43242, 3224, 16490, 46538, 10632, 12174, 2407, 10632, 8978, 11296, 6156, 39319, 8315, 3714, 34268, 2304, 3215, 9957, 15844, 4724, 1829, 7649, 9307, 9122, 3555, 48923, 4032, 9778, 1211, 33546, 2423, 21292, 7649, 9307, 33251, 3555, 48923, 29538, 4724, 47283, 3215, 3714, 7435, 2304, 2407, 27884, 1975, 33753, 2304, 6027, 9307, 9154, 11296, 3714, 7435, 2304, 2407, 27884, 1975, 33753, 2304, 6027, 9307, 39894, 9566, 1211, 3615, 20292, 2423, 39184, 7840, 42434, 21577, 34051, 16712, 5172, 4117, 13546, 9673, 1863, 9566, 38436, 9154, 8717, 39319, 10632, 27708, 8482, 4032, 39894, 9566, 1211, 3615, 20292, 8717, 2655, 16373, 7435, 37893, 20666, 11242, 2288, 13063, 1829, 7251, 30544, 8978, 1952, 5844, 45030, 28480, 8978, 11296, 30767, 16373, 3215, 2423, 21292, 7649, 9307, 18863, 8592, 2407, 16373, 10632], "avg_logprob": -0.12475585902575403, "compression_ratio": 1.786764705882353, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1228.18, "end": 1228.94, "word": "Expert", "probability": 0.60693359375}, {"start": 1228.94, "end": 1229.6, "word": " عنده", "probability": 0.968505859375}, {"start": 1229.6, "end": 1230.38, "word": " خلفية", "probability": 0.859375}, {"start": 1230.38, "end": 1230.72, "word": " قوية", "probability": 0.9820963541666666}, {"start": 1230.72, "end": 1231.08, "word": " فيها", "probability": 0.9853515625}, {"start": 1231.08, "end": 1231.62, "word": " فاحنا", "probability": 0.7952473958333334}, {"start": 1231.62, "end": 1232.1, "word": " معتمدين", "probability": 0.86455078125}, {"start": 1232.1, "end": 1232.28, "word": " على", "probability": 0.87548828125}, {"start": 1232.28, "end": 1232.76, "word": " بيانات", "probability": 0.9844970703125}, {"start": 1232.76, "end": 1233.18, "word": " كبيرة", "probability": 0.9864908854166666}, {"start": 1233.18, "end": 1234.12, "word": " وخلاص", "probability": 0.873046875}, {"start": 1234.12, "end": 1235.28, "word": " البيانات", "probability": 0.903564453125}, {"start": 1235.28, "end": 1235.58, "word": " الكبيرة", "probability": 0.9812825520833334}, {"start": 1235.58, "end": 1235.76, "word": " هذه", "probability": 0.359375}, {"start": 1235.76, "end": 1236.12, "word": " باخد", "probability": 0.95166015625}, {"start": 1236.12, "end": 1237.12, "word": " مجموعة", "probability": 0.976953125}, {"start": 1237.12, "end": 1238.0, "word": " احتمالات", "probability": 0.97958984375}, {"start": 1238.0, "end": 1238.36, "word": " منها", "probability": 0.9951171875}, {"start": 1238.36, "end": 1238.98, "word": " مجموعة", "probability": 0.9212890625}, {"start": 1238.98, "end": 1239.52, "word": " احتمالات", "probability": 0.951953125}, {"start": 1239.52, "end": 1240.2, "word": " بتطلعلي", "probability": 0.8255859375}, {"start": 1240.2, "end": 1240.42, "word": " الـ", "probability": 0.55755615234375}, {"start": 1240.42, "end": 1240.74, "word": " Bayesian", "probability": 0.9345703125}, {"start": 1240.74, "end": 1241.26, "word": " reasoning", "probability": 0.56591796875}, {"start": 1241.26, "end": 1241.74, "word": " أو", "probability": 0.7041015625}, {"start": 1241.74, "end": 1242.74, "word": " التفكير", "probability": 0.989990234375}, {"start": 1242.74, "end": 1244.6, "word": " المنطقي", "probability": 0.917236328125}, {"start": 1244.6, "end": 1246.9, "word": " من", "probability": 0.96435546875}, {"start": 1246.9, "end": 1247.18, "word": " ناحية", "probability": 0.98876953125}, {"start": 1247.18, "end": 1247.64, "word": " conditional", "probability": 0.83544921875}, {"start": 1247.64, "end": 1248.26, "word": " probability", "probability": 0.93994140625}, {"start": 1248.26, "end": 1248.94, "word": " و", "probability": 0.6298828125}, {"start": 1248.94, "end": 1249.62, "word": " بتطلعلي", "probability": 0.8962890625}, {"start": 1249.62, "end": 1250.04, "word": " نتائج", "probability": 0.993408203125}, {"start": 1250.04, "end": 1250.22, "word": " مش", "probability": 0.984375}, {"start": 1250.22, "end": 1250.84, "word": " بالضروري", "probability": 0.876953125}, {"start": 1250.84, "end": 1251.14, "word": " يكون", "probability": 0.986572265625}, {"start": 1251.14, "end": 1251.38, "word": " في", "probability": 0.94580078125}, {"start": 1251.38, "end": 1252.72, "word": " human", "probability": 0.50439453125}, {"start": 1252.72, "end": 1253.4, "word": " expert", "probability": 0.880859375}, {"start": 1253.4, "end": 1254.04, "word": " بعرف", "probability": 0.787841796875}, {"start": 1254.04, "end": 1254.38, "word": " فيها", "probability": 0.989501953125}, {"start": 1254.38, "end": 1255.32, "word": " زائد", "probability": 0.7552083333333334}, {"start": 1255.32, "end": 1256.58, "word": " البيانات", "probability": 0.9598388671875}, {"start": 1256.58, "end": 1257.48, "word": " العشوائية", "probability": 0.99609375}], "temperature": 1.0}, {"id": 50, "seek": 127349, "start": 1257.99, "end": 1273.49, "text": "زائد انه ممكن تكون مناسبة جدا هنا في ال random data فتشتغل بشكل كويس هذا وين بنشوف الكلام هذا الكلام هذا الحقيقة بنشوفه في ال forecasting في الأحوال الجوية زي المثالين اللي أخدناهم المحاضرتين السابقات", "tokens": [11622, 16373, 3215, 16472, 3224, 3714, 43020, 6055, 30544, 3714, 8315, 35457, 3660, 10874, 28259, 34105, 8978, 2423, 4974, 1412, 6156, 2655, 8592, 2655, 17082, 1211, 4724, 8592, 28820, 9122, 45865, 3794, 23758, 4032, 9957, 44945, 8592, 38688, 2423, 28820, 10943, 23758, 2423, 28820, 10943, 23758, 21542, 38436, 28671, 44945, 8592, 38688, 3224, 8978, 2423, 44331, 8978, 16247, 5016, 2407, 6027, 25724, 2407, 10632, 30767, 1829, 9673, 12984, 6027, 9957, 13672, 1829, 5551, 9778, 3215, 8315, 16095, 9673, 5016, 46958, 43500, 9957, 21136, 16758, 4587, 9307], "avg_logprob": -0.12042025896324508, "compression_ratio": 1.7336683417085428, "no_speech_prob": 1.3172626495361328e-05, "words": [{"start": 1257.99, "end": 1258.47, "word": "زائد", "probability": 0.730712890625}, {"start": 1258.47, "end": 1258.69, "word": " انه", "probability": 0.6812744140625}, {"start": 1258.69, "end": 1258.89, "word": " ممكن", "probability": 0.96435546875}, {"start": 1258.89, "end": 1259.15, "word": " تكون", "probability": 0.9619140625}, {"start": 1259.15, "end": 1259.59, "word": " مناسبة", "probability": 0.9716796875}, {"start": 1259.59, "end": 1259.83, "word": " جدا", "probability": 0.97412109375}, {"start": 1259.83, "end": 1260.03, "word": " هنا", "probability": 0.84521484375}, {"start": 1260.03, "end": 1260.17, "word": " في", "probability": 0.9326171875}, {"start": 1260.17, "end": 1260.25, "word": " ال", "probability": 0.9580078125}, {"start": 1260.25, "end": 1260.51, "word": " random", "probability": 0.70849609375}, {"start": 1260.51, "end": 1261.31, "word": " data", "probability": 0.98095703125}, {"start": 1261.31, "end": 1262.33, "word": " فتشتغل", "probability": 0.9447428385416666}, {"start": 1262.33, "end": 1262.65, "word": " بشكل", "probability": 0.9845377604166666}, {"start": 1262.65, "end": 1263.35, "word": " كويس", "probability": 0.9137369791666666}, {"start": 1263.35, "end": 1263.77, "word": " هذا", "probability": 0.200927734375}, {"start": 1263.77, "end": 1263.99, "word": " وين", "probability": 0.787353515625}, {"start": 1263.99, "end": 1264.43, "word": " بنشوف", "probability": 0.89599609375}, {"start": 1264.43, "end": 1264.81, "word": " الكلام", "probability": 0.9503580729166666}, {"start": 1264.81, "end": 1265.07, "word": " هذا", "probability": 0.94091796875}, {"start": 1265.07, "end": 1265.85, "word": " الكلام", "probability": 0.7548014322916666}, {"start": 1265.85, "end": 1265.95, "word": " هذا", "probability": 0.8310546875}, {"start": 1265.95, "end": 1266.27, "word": " الحقيقة", "probability": 0.8937174479166666}, {"start": 1266.27, "end": 1266.69, "word": " بنشوفه", "probability": 0.9478759765625}, {"start": 1266.69, "end": 1266.89, "word": " في", "probability": 0.96435546875}, {"start": 1266.89, "end": 1267.09, "word": " ال", "probability": 0.931640625}, {"start": 1267.09, "end": 1267.67, "word": " forecasting", "probability": 0.912109375}, {"start": 1267.67, "end": 1268.59, "word": " في", "probability": 0.9462890625}, {"start": 1268.59, "end": 1268.97, "word": " الأحوال", "probability": 0.9820556640625}, {"start": 1268.97, "end": 1269.53, "word": " الجوية", "probability": 0.9537760416666666}, {"start": 1269.53, "end": 1270.05, "word": " زي", "probability": 0.9384765625}, {"start": 1270.05, "end": 1270.45, "word": " المثالين", "probability": 0.893798828125}, {"start": 1270.45, "end": 1270.71, "word": " اللي", "probability": 0.964599609375}, {"start": 1270.71, "end": 1271.45, "word": " أخدناهم", "probability": 0.95224609375}, {"start": 1271.45, "end": 1272.93, "word": " المحاضرتين", "probability": 0.96103515625}, {"start": 1272.93, "end": 1273.49, "word": " السابقات", "probability": 0.9530029296875}], "temperature": 1.0}, {"id": 51, "seek": 129747, "start": 1274.45, "end": 1297.47, "text": "لما شرحنا ال probability with rule و لما شرحنا certainty factor with rule فكان ال مثال تبعنا هو forecasting، لأ ال forecasting فحنجد من ال probability كويسة في ال forecasting، كويسة في ال planning لإنه ماعنديش knowledge مسبقة عن ال forecasting الحقيقة ك expert human مش بالضروري إن اليوم والله الجو صح و معناته بكرا مافيش مطر", "tokens": [1211, 15042, 13412, 2288, 5016, 8315, 2423, 8482, 365, 4978, 4032, 5296, 15042, 13412, 2288, 5016, 8315, 27022, 5952, 365, 4978, 6156, 41361, 2423, 50113, 6027, 6055, 3555, 3615, 8315, 31439, 44331, 12399, 5296, 10721, 2423, 44331, 6156, 5016, 1863, 7435, 3215, 9154, 2423, 8482, 9122, 45865, 3794, 3660, 8978, 2423, 44331, 12399, 9122, 45865, 3794, 3660, 8978, 2423, 5038, 5296, 28814, 1863, 3224, 19446, 3615, 1863, 16254, 8592, 3601, 3714, 35457, 28671, 18871, 2423, 44331, 21542, 38436, 28671, 9122, 5844, 1952, 37893, 20666, 11242, 2288, 13063, 1829, 36145, 45595, 20498, 16070, 43761, 25724, 2407, 20328, 5016, 4032, 20449, 8315, 47395, 4724, 4117, 23557, 19446, 41185, 8592, 3714, 9566, 2288], "avg_logprob": -0.14153997908841381, "compression_ratio": 1.7765151515151516, "no_speech_prob": 0.0, "words": [{"start": 1274.45, "end": 1274.79, "word": "لما", "probability": 0.767822265625}, {"start": 1274.79, "end": 1275.23, "word": " شرحنا", "probability": 0.97265625}, {"start": 1275.23, "end": 1275.43, "word": " ال", "probability": 0.7060546875}, {"start": 1275.43, "end": 1275.79, "word": " probability", "probability": 0.92822265625}, {"start": 1275.79, "end": 1276.47, "word": " with", "probability": 0.9306640625}, {"start": 1276.47, "end": 1276.85, "word": " rule", "probability": 0.462890625}, {"start": 1276.85, "end": 1277.15, "word": " و", "probability": 0.82373046875}, {"start": 1277.15, "end": 1277.35, "word": " لما", "probability": 0.902587890625}, {"start": 1277.35, "end": 1277.69, "word": " شرحنا", "probability": 0.9931640625}, {"start": 1277.69, "end": 1278.01, "word": " certainty", "probability": 0.74462890625}, {"start": 1278.01, "end": 1278.43, "word": " factor", "probability": 0.87353515625}, {"start": 1278.43, "end": 1278.71, "word": " with", "probability": 0.93408203125}, {"start": 1278.71, "end": 1279.29, "word": " rule", "probability": 0.94287109375}, {"start": 1279.29, "end": 1280.31, "word": " فكان", "probability": 0.905029296875}, {"start": 1280.31, "end": 1280.41, "word": " ال", "probability": 0.869140625}, {"start": 1280.41, "end": 1280.61, "word": " مثال", "probability": 0.677490234375}, {"start": 1280.61, "end": 1280.89, "word": " تبعنا", "probability": 0.8599853515625}, {"start": 1280.89, "end": 1281.03, "word": " هو", "probability": 0.9873046875}, {"start": 1281.03, "end": 1281.93, "word": " forecasting،", "probability": 0.600830078125}, {"start": 1281.93, "end": 1282.11, "word": " لأ", "probability": 0.65283203125}, {"start": 1282.11, "end": 1282.19, "word": " ال", "probability": 0.93896484375}, {"start": 1282.19, "end": 1282.59, "word": " forecasting", "probability": 0.97705078125}, {"start": 1282.59, "end": 1283.55, "word": " فحنجد", "probability": 0.802685546875}, {"start": 1283.55, "end": 1283.65, "word": " من", "probability": 0.783203125}, {"start": 1283.65, "end": 1283.75, "word": " ال", "probability": 0.8740234375}, {"start": 1283.75, "end": 1284.25, "word": " probability", "probability": 0.97021484375}, {"start": 1284.25, "end": 1284.99, "word": " كويسة", "probability": 0.976806640625}, {"start": 1284.99, "end": 1285.09, "word": " في", "probability": 0.95361328125}, {"start": 1285.09, "end": 1285.17, "word": " ال", "probability": 0.9892578125}, {"start": 1285.17, "end": 1285.85, "word": " forecasting،", "probability": 0.88818359375}, {"start": 1285.85, "end": 1286.27, "word": " كويسة", "probability": 0.9874267578125}, {"start": 1286.27, "end": 1286.35, "word": " في", "probability": 0.98095703125}, {"start": 1286.35, "end": 1286.45, "word": " ال", "probability": 0.9892578125}, {"start": 1286.45, "end": 1286.89, "word": " planning", "probability": 0.97900390625}, {"start": 1286.89, "end": 1287.75, "word": " لإنه", "probability": 0.7528076171875}, {"start": 1287.75, "end": 1288.29, "word": " ماعنديش", "probability": 0.9724609375}, {"start": 1288.29, "end": 1288.55, "word": " knowledge", "probability": 0.9365234375}, {"start": 1288.55, "end": 1289.17, "word": " مسبقة", "probability": 0.9484049479166666}, {"start": 1289.17, "end": 1290.13, "word": " عن", "probability": 0.99658203125}, {"start": 1290.13, "end": 1290.61, "word": " ال", "probability": 0.990234375}, {"start": 1290.61, "end": 1291.17, "word": " forecasting", "probability": 0.96728515625}, {"start": 1291.17, "end": 1291.79, "word": " الحقيقة", "probability": 0.93359375}, {"start": 1291.79, "end": 1292.01, "word": " ك", "probability": 0.72998046875}, {"start": 1292.01, "end": 1292.67, "word": " expert", "probability": 0.7255859375}, {"start": 1292.67, "end": 1293.13, "word": " human", "probability": 0.95556640625}, {"start": 1293.13, "end": 1293.51, "word": " مش", "probability": 0.68017578125}, {"start": 1293.51, "end": 1294.01, "word": " بالضروري", "probability": 0.9037109375}, {"start": 1294.01, "end": 1294.15, "word": " إن", "probability": 0.671875}, {"start": 1294.15, "end": 1294.47, "word": " اليوم", "probability": 0.865966796875}, {"start": 1294.47, "end": 1294.85, "word": " والله", "probability": 0.95458984375}, {"start": 1294.85, "end": 1295.71, "word": " الجو", "probability": 0.966552734375}, {"start": 1295.71, "end": 1296.25, "word": " صح", "probability": 0.993408203125}, {"start": 1296.25, "end": 1296.35, "word": " و", "probability": 0.89501953125}, {"start": 1296.35, "end": 1296.67, "word": " معناته", "probability": 0.88427734375}, {"start": 1296.67, "end": 1296.93, "word": " بكرا", "probability": 0.8767903645833334}, {"start": 1296.93, "end": 1297.19, "word": " مافيش", "probability": 0.9178059895833334}, {"start": 1297.19, "end": 1297.47, "word": " مطر", "probability": 0.8527018229166666}], "temperature": 1.0}, {"id": 52, "seek": 131620, "start": 1298.24, "end": 1316.2, "text": "إطلاقا، هذا حكمنا إحنا عادة، لكن ال probability لأ بتختلف، لأن ال probability بدها ترجع للسنوات السابقة و جداش كان الدرجات الحرارة و كيف اتحركت و كيف كيف كيف، هذه صعبة لل human expert يقعد يحفظها كاملة بشكل كامل و يعرف أمتى ممكن", "tokens": [28814, 9566, 15040, 4587, 995, 12399, 23758, 11331, 24793, 8315, 11933, 5016, 8315, 6225, 18513, 3660, 12399, 44381, 2423, 8482, 5296, 10721, 39894, 46456, 46538, 12399, 5296, 33456, 2423, 8482, 47525, 11296, 6055, 47341, 3615, 24976, 3794, 1863, 2407, 9307, 21136, 16758, 28671, 4032, 10874, 3215, 33599, 25961, 32748, 47341, 9307, 21542, 2288, 9640, 3660, 4032, 9122, 33911, 1975, 2655, 5016, 31747, 2655, 4032, 9122, 33911, 9122, 33911, 9122, 33911, 12399, 29538, 20328, 3615, 49401, 24976, 1952, 5844, 7251, 4587, 22488, 7251, 5016, 5172, 19913, 11296, 9122, 10943, 37977, 4724, 8592, 28820, 9122, 10943, 1211, 4032, 37495, 28480, 5551, 2304, 49975, 3714, 43020], "avg_logprob": -0.15414664048988086, "compression_ratio": 1.7008928571428572, "no_speech_prob": 5.0067901611328125e-06, "words": [{"start": 1298.24, "end": 1298.92, "word": "إطلاقا،", "probability": 0.7352294921875}, {"start": 1298.92, "end": 1299.06, "word": " هذا", "probability": 0.79296875}, {"start": 1299.06, "end": 1299.48, "word": " حكمنا", "probability": 0.8370768229166666}, {"start": 1299.48, "end": 1299.74, "word": " إحنا", "probability": 0.8347981770833334}, {"start": 1299.74, "end": 1300.42, "word": " عادة،", "probability": 0.93115234375}, {"start": 1300.42, "end": 1300.94, "word": " لكن", "probability": 0.986328125}, {"start": 1300.94, "end": 1301.9, "word": " ال", "probability": 0.94189453125}, {"start": 1301.9, "end": 1302.34, "word": " probability", "probability": 0.7783203125}, {"start": 1302.34, "end": 1302.66, "word": " لأ", "probability": 0.932373046875}, {"start": 1302.66, "end": 1303.42, "word": " بتختلف،", "probability": 0.865966796875}, {"start": 1303.42, "end": 1303.6, "word": " لأن", "probability": 0.8125}, {"start": 1303.6, "end": 1303.72, "word": " ال", "probability": 0.96826171875}, {"start": 1303.72, "end": 1304.28, "word": " probability", "probability": 0.9794921875}, {"start": 1304.28, "end": 1304.86, "word": " بدها", "probability": 0.632568359375}, {"start": 1304.86, "end": 1305.22, "word": " ترجع", "probability": 0.9235026041666666}, {"start": 1305.22, "end": 1305.82, "word": " للسنوات", "probability": 0.9203125}, {"start": 1305.82, "end": 1306.44, "word": " السابقة", "probability": 0.99365234375}, {"start": 1306.44, "end": 1306.82, "word": " و", "probability": 0.41845703125}, {"start": 1306.82, "end": 1307.32, "word": " جداش", "probability": 0.71923828125}, {"start": 1307.32, "end": 1307.78, "word": " كان", "probability": 0.99462890625}, {"start": 1307.78, "end": 1309.1, "word": " الدرجات", "probability": 0.87890625}, {"start": 1309.1, "end": 1309.68, "word": " الحرارة", "probability": 0.98876953125}, {"start": 1309.68, "end": 1309.82, "word": " و", "probability": 0.8388671875}, {"start": 1309.82, "end": 1309.96, "word": " كيف", "probability": 0.9208984375}, {"start": 1309.96, "end": 1310.56, "word": " اتحركت", "probability": 0.96484375}, {"start": 1310.56, "end": 1310.66, "word": " و", "probability": 0.9208984375}, {"start": 1310.66, "end": 1310.86, "word": " كيف", "probability": 0.9326171875}, {"start": 1310.86, "end": 1311.1, "word": " كيف", "probability": 0.758056640625}, {"start": 1311.1, "end": 1311.52, "word": " كيف،", "probability": 0.7688802083333334}, {"start": 1311.52, "end": 1311.76, "word": " هذه", "probability": 0.49853515625}, {"start": 1311.76, "end": 1312.24, "word": " صعبة", "probability": 0.99169921875}, {"start": 1312.24, "end": 1312.42, "word": " لل", "probability": 0.81298828125}, {"start": 1312.42, "end": 1312.72, "word": " human", "probability": 0.9501953125}, {"start": 1312.72, "end": 1313.3, "word": " expert", "probability": 0.94287109375}, {"start": 1313.3, "end": 1313.72, "word": " يقعد", "probability": 0.982421875}, {"start": 1313.72, "end": 1314.12, "word": " يحفظها", "probability": 0.98349609375}, {"start": 1314.12, "end": 1314.52, "word": " كاملة", "probability": 0.9889322916666666}, {"start": 1314.52, "end": 1314.9, "word": " بشكل", "probability": 0.8372395833333334}, {"start": 1314.9, "end": 1315.22, "word": " كامل", "probability": 0.9959309895833334}, {"start": 1315.22, "end": 1315.24, "word": " و", "probability": 0.95458984375}, {"start": 1315.24, "end": 1315.5, "word": " يعرف", "probability": 0.862060546875}, {"start": 1315.5, "end": 1315.84, "word": " أمتى", "probability": 0.71923828125}, {"start": 1315.84, "end": 1316.2, "word": " ممكن", "probability": 0.976318359375}], "temperature": 1.0}, {"id": 53, "seek": 134428, "start": 1316.48, "end": 1344.28, "text": "يتغير الجو .. امتى ممكن يتغير الجو؟ طيب فال statistical الحقيقة هنا بتكون accurate probability statements can be made لأنه بيصير من المناسب ان احنا نعمل accurate probability values و القيم ممكن تكون جيدة فهذه ميزة قوة لل probability فإذن الآن احنا في ظل انه", "tokens": [1829, 2655, 17082, 13546, 25724, 2407, 4386, 1975, 2304, 49975, 3714, 43020, 7251, 2655, 17082, 13546, 25724, 2407, 22807, 23032, 1829, 3555, 6156, 6027, 22820, 21542, 38436, 28671, 34105, 39894, 30544, 8559, 8482, 12363, 393, 312, 1027, 5296, 33456, 3224, 4724, 1829, 9381, 13546, 9154, 9673, 8315, 35457, 16472, 1975, 5016, 8315, 8717, 25957, 1211, 8559, 8482, 4190, 4032, 25062, 32640, 3714, 43020, 6055, 30544, 10874, 25708, 3660, 6156, 3224, 24192, 3714, 1829, 11622, 3660, 12174, 2407, 3660, 24976, 8482, 6156, 28814, 8848, 1863, 6024, 48506, 1975, 5016, 8315, 8978, 1357, 116, 1211, 16472, 3224], "avg_logprob": -0.18294271236906448, "compression_ratio": 1.6160337552742616, "no_speech_prob": 2.384185791015625e-06, "words": [{"start": 1316.48, "end": 1317.98, "word": "يتغير", "probability": 0.82965087890625}, {"start": 1317.98, "end": 1318.28, "word": " الجو", "probability": 0.944580078125}, {"start": 1318.28, "end": 1318.34, "word": " ..", "probability": 0.2420654296875}, {"start": 1318.34, "end": 1318.5, "word": " امتى", "probability": 0.7451171875}, {"start": 1318.5, "end": 1318.7, "word": " ممكن", "probability": 0.78515625}, {"start": 1318.7, "end": 1319.14, "word": " يتغير", "probability": 0.9866943359375}, {"start": 1319.14, "end": 1320.1, "word": " الجو؟", "probability": 0.8150227864583334}, {"start": 1320.1, "end": 1320.48, "word": " طيب", "probability": 0.8494466145833334}, {"start": 1320.48, "end": 1322.38, "word": " فال", "probability": 0.889404296875}, {"start": 1322.38, "end": 1322.78, "word": " statistical", "probability": 0.685546875}, {"start": 1322.78, "end": 1323.32, "word": " الحقيقة", "probability": 0.97900390625}, {"start": 1323.32, "end": 1323.48, "word": " هنا", "probability": 0.82421875}, {"start": 1323.48, "end": 1323.88, "word": " بتكون", "probability": 0.96142578125}, {"start": 1323.88, "end": 1324.56, "word": " accurate", "probability": 0.29736328125}, {"start": 1324.56, "end": 1324.98, "word": " probability", "probability": 0.357421875}, {"start": 1324.98, "end": 1326.72, "word": " statements", "probability": 0.83154296875}, {"start": 1326.72, "end": 1327.36, "word": " can", "probability": 0.9443359375}, {"start": 1327.36, "end": 1327.6, "word": " be", "probability": 0.9619140625}, {"start": 1327.6, "end": 1328.06, "word": " made", "probability": 0.88916015625}, {"start": 1328.06, "end": 1328.8, "word": " لأنه", "probability": 0.8264973958333334}, {"start": 1328.8, "end": 1329.32, "word": " بيصير", "probability": 0.879150390625}, {"start": 1329.32, "end": 1329.7, "word": " من", "probability": 0.98388671875}, {"start": 1329.7, "end": 1330.4, "word": " المناسب", "probability": 0.9954427083333334}, {"start": 1330.4, "end": 1330.64, "word": " ان", "probability": 0.64453125}, {"start": 1330.64, "end": 1330.86, "word": " احنا", "probability": 0.9484049479166666}, {"start": 1330.86, "end": 1331.38, "word": " نعمل", "probability": 0.9951171875}, {"start": 1331.38, "end": 1332.86, "word": " accurate", "probability": 0.81103515625}, {"start": 1332.86, "end": 1334.36, "word": " probability", "probability": 0.96630859375}, {"start": 1334.36, "end": 1335.1, "word": " values", "probability": 0.7080078125}, {"start": 1335.1, "end": 1335.68, "word": " و", "probability": 0.7724609375}, {"start": 1335.68, "end": 1336.26, "word": " القيم", "probability": 0.8251953125}, {"start": 1336.26, "end": 1336.56, "word": " ممكن", "probability": 0.99365234375}, {"start": 1336.56, "end": 1336.98, "word": " تكون", "probability": 0.984130859375}, {"start": 1336.98, "end": 1338.1, "word": " جيدة", "probability": 0.97216796875}, {"start": 1338.1, "end": 1338.6, "word": " فهذه", "probability": 0.8289388020833334}, {"start": 1338.6, "end": 1339.82, "word": " ميزة", "probability": 0.9892578125}, {"start": 1339.82, "end": 1340.54, "word": " قوة", "probability": 0.9933268229166666}, {"start": 1340.54, "end": 1341.1, "word": " لل", "probability": 0.75341796875}, {"start": 1341.1, "end": 1341.64, "word": " probability", "probability": 0.9306640625}, {"start": 1341.64, "end": 1342.3, "word": " فإذن", "probability": 0.69775390625}, {"start": 1342.3, "end": 1342.64, "word": " الآن", "probability": 0.651611328125}, {"start": 1342.64, "end": 1343.04, "word": " احنا", "probability": 0.9713541666666666}, {"start": 1343.04, "end": 1343.66, "word": " في", "probability": 0.76416015625}, {"start": 1343.66, "end": 1343.9, "word": " ظل", "probability": 0.85595703125}, {"start": 1343.9, "end": 1344.28, "word": " انه", "probability": 0.894775390625}], "temperature": 1.0}, {"id": 54, "seek": 137184, "start": 1347.64, "end": 1371.84, "text": "وجدنا او حطينا ايدنا على نقطة قوة لل probability واللي هي اياش ال statistics ان ال statistics هي مخزون من البيانات او من المعلومات من الصعب ان ال expert human يكون قادر على فهمه او ان يكون exactly knowledge بالنسباله طيب however", "tokens": [29245, 3215, 8315, 1975, 2407, 11331, 9566, 1829, 8315, 1975, 25708, 8315, 15844, 8717, 47432, 3660, 12174, 2407, 3660, 24976, 8482, 16070, 20292, 39896, 1975, 1829, 33599, 2423, 12523, 16472, 2423, 12523, 39896, 3714, 9778, 11622, 11536, 9154, 2423, 21292, 7649, 9307, 1975, 2407, 9154, 9673, 30241, 20498, 9307, 9154, 31767, 3615, 3555, 16472, 2423, 5844, 1952, 7251, 30544, 12174, 18513, 2288, 15844, 6156, 16095, 3224, 1975, 2407, 16472, 7251, 30544, 2293, 3601, 20666, 1863, 35457, 6027, 3224, 23032, 1829, 3555, 4461], "avg_logprob": -0.15926204352493745, "compression_ratio": 1.6431924882629108, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 1347.64, "end": 1348.36, "word": "وجدنا", "probability": 0.8435872395833334}, {"start": 1348.36, "end": 1348.6, "word": " او", "probability": 0.60430908203125}, {"start": 1348.6, "end": 1349.02, "word": " حطينا", "probability": 0.92626953125}, {"start": 1349.02, "end": 1349.54, "word": " ايدنا", "probability": 0.89111328125}, {"start": 1349.54, "end": 1350.14, "word": " على", "probability": 0.8251953125}, {"start": 1350.14, "end": 1350.64, "word": " نقطة", "probability": 0.9864908854166666}, {"start": 1350.64, "end": 1351.22, "word": " قوة", "probability": 0.9822591145833334}, {"start": 1351.22, "end": 1351.6, "word": " لل", "probability": 0.625}, {"start": 1351.6, "end": 1352.1, "word": " probability", "probability": 0.61376953125}, {"start": 1352.1, "end": 1352.84, "word": " واللي", "probability": 0.637451171875}, {"start": 1352.84, "end": 1353.06, "word": " هي", "probability": 0.86669921875}, {"start": 1353.06, "end": 1353.38, "word": " اياش", "probability": 0.5873209635416666}, {"start": 1353.38, "end": 1353.68, "word": " ال", "probability": 0.80517578125}, {"start": 1353.68, "end": 1354.24, "word": " statistics", "probability": 0.88330078125}, {"start": 1354.24, "end": 1356.1, "word": " ان", "probability": 0.56494140625}, {"start": 1356.1, "end": 1356.6, "word": " ال", "probability": 0.6806640625}, {"start": 1356.6, "end": 1357.78, "word": " statistics", "probability": 0.89013671875}, {"start": 1357.78, "end": 1358.2, "word": " هي", "probability": 0.923828125}, {"start": 1358.2, "end": 1359.4, "word": " مخزون", "probability": 0.9884033203125}, {"start": 1359.4, "end": 1359.76, "word": " من", "probability": 0.99267578125}, {"start": 1359.76, "end": 1360.36, "word": " البيانات", "probability": 0.85107421875}, {"start": 1360.36, "end": 1360.5, "word": " او", "probability": 0.877685546875}, {"start": 1360.5, "end": 1360.68, "word": " من", "probability": 0.92919921875}, {"start": 1360.68, "end": 1361.8, "word": " المعلومات", "probability": 0.9918212890625}, {"start": 1361.8, "end": 1362.2, "word": " من", "probability": 0.89794921875}, {"start": 1362.2, "end": 1362.54, "word": " الصعب", "probability": 0.994140625}, {"start": 1362.54, "end": 1362.68, "word": " ان", "probability": 0.888671875}, {"start": 1362.68, "end": 1362.78, "word": " ال", "probability": 0.87841796875}, {"start": 1362.78, "end": 1363.2, "word": " expert", "probability": 0.947265625}, {"start": 1363.2, "end": 1363.74, "word": " human", "probability": 0.3642578125}, {"start": 1363.74, "end": 1364.46, "word": " يكون", "probability": 0.991943359375}, {"start": 1364.46, "end": 1364.94, "word": " قادر", "probability": 0.9864908854166666}, {"start": 1364.94, "end": 1365.2, "word": " على", "probability": 0.912109375}, {"start": 1365.2, "end": 1366.32, "word": " فهمه", "probability": 0.9915364583333334}, {"start": 1366.32, "end": 1366.7, "word": " او", "probability": 0.80712890625}, {"start": 1366.7, "end": 1366.9, "word": " ان", "probability": 0.67236328125}, {"start": 1366.9, "end": 1367.22, "word": " يكون", "probability": 0.9765625}, {"start": 1367.22, "end": 1368.1, "word": " exactly", "probability": 0.93017578125}, {"start": 1368.1, "end": 1368.7, "word": " knowledge", "probability": 0.84716796875}, {"start": 1368.7, "end": 1370.06, "word": " بالنسباله", "probability": 0.9810546875}, {"start": 1370.06, "end": 1371.28, "word": " طيب", "probability": 0.9443359375}, {"start": 1371.28, "end": 1371.84, "word": " however", "probability": 0.86572265625}], "temperature": 1.0}, {"id": 55, "seek": 139591, "start": 1372.85, "end": 1395.91, "text": "مع ذلك في كتير من التطبيقات .. من التطبيقات اللي بنضطر نشتغل عليها في ال expert systems مش هيكون متاح لها statistical information بشكل كبير، مش هتكون متاحة بشكل كبير، يعني في حاجات كتير، في أمراض كتير، أبسط طريقة منهم عادة هذه طبعا هذه بتكون مناسبة جدا في ال diagnosis", "tokens": [2304, 3615, 29910, 23275, 8978, 9122, 2655, 13546, 9154, 16712, 9566, 21292, 4587, 9307, 4386, 9154, 16712, 9566, 21292, 4587, 9307, 13672, 1829, 44945, 11242, 9566, 2288, 8717, 8592, 2655, 17082, 1211, 25894, 11296, 8978, 2423, 5844, 3652, 37893, 39896, 30544, 44650, 39319, 5296, 11296, 22820, 1589, 4724, 8592, 28820, 9122, 3555, 13546, 12399, 37893, 8032, 2655, 30544, 44650, 39319, 3660, 4724, 8592, 28820, 9122, 3555, 13546, 12399, 37495, 22653, 8978, 11331, 26108, 9307, 9122, 2655, 13546, 12399, 8978, 5551, 29973, 46958, 9122, 2655, 13546, 12399, 5551, 3555, 3794, 9566, 23032, 16572, 28671, 9154, 16095, 6225, 18513, 3660, 29538, 23032, 3555, 3615, 995, 29538, 39894, 30544, 3714, 8315, 35457, 3660, 10874, 28259, 8978, 2423, 15217], "avg_logprob": -0.13752693567296553, "compression_ratio": 1.778225806451613, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1372.85, "end": 1373.17, "word": "مع", "probability": 0.960205078125}, {"start": 1373.17, "end": 1373.55, "word": " ذلك", "probability": 0.996337890625}, {"start": 1373.55, "end": 1373.85, "word": " في", "probability": 0.8251953125}, {"start": 1373.85, "end": 1374.31, "word": " كتير", "probability": 0.9378255208333334}, {"start": 1374.31, "end": 1375.55, "word": " من", "probability": 0.9814453125}, {"start": 1375.55, "end": 1377.67, "word": " التطبيقات", "probability": 0.94326171875}, {"start": 1377.67, "end": 1377.97, "word": " ..", "probability": 0.1943359375}, {"start": 1377.97, "end": 1378.09, "word": " من", "probability": 0.77587890625}, {"start": 1378.09, "end": 1378.63, "word": " التطبيقات", "probability": 0.98896484375}, {"start": 1378.63, "end": 1378.75, "word": " اللي", "probability": 0.862548828125}, {"start": 1378.75, "end": 1379.11, "word": " بنضطر", "probability": 0.726470947265625}, {"start": 1379.11, "end": 1379.47, "word": " نشتغل", "probability": 0.9916015625}, {"start": 1379.47, "end": 1379.65, "word": " عليها", "probability": 0.990234375}, {"start": 1379.65, "end": 1379.77, "word": " في", "probability": 0.93505859375}, {"start": 1379.77, "end": 1379.85, "word": " ال", "probability": 0.87255859375}, {"start": 1379.85, "end": 1380.09, "word": " expert", "probability": 0.308349609375}, {"start": 1380.09, "end": 1380.63, "word": " systems", "probability": 0.91064453125}, {"start": 1380.63, "end": 1381.63, "word": " مش", "probability": 0.7431640625}, {"start": 1381.63, "end": 1381.95, "word": " هيكون", "probability": 0.868896484375}, {"start": 1381.95, "end": 1382.33, "word": " متاح", "probability": 0.9453125}, {"start": 1382.33, "end": 1382.75, "word": " لها", "probability": 0.62548828125}, {"start": 1382.75, "end": 1383.59, "word": " statistical", "probability": 0.94140625}, {"start": 1383.59, "end": 1385.09, "word": " information", "probability": 0.93701171875}, {"start": 1385.09, "end": 1385.97, "word": " بشكل", "probability": 0.986328125}, {"start": 1385.97, "end": 1386.57, "word": " كبير،", "probability": 0.84930419921875}, {"start": 1386.57, "end": 1386.71, "word": " مش", "probability": 0.97509765625}, {"start": 1386.71, "end": 1386.99, "word": " هتكون", "probability": 0.9542643229166666}, {"start": 1386.99, "end": 1387.45, "word": " متاحة", "probability": 0.8426106770833334}, {"start": 1387.45, "end": 1387.79, "word": " بشكل", "probability": 0.9954427083333334}, {"start": 1387.79, "end": 1388.57, "word": " كبير،", "probability": 0.9400634765625}, {"start": 1388.57, "end": 1389.05, "word": " يعني", "probability": 0.92529296875}, {"start": 1389.05, "end": 1389.25, "word": " في", "probability": 0.9638671875}, {"start": 1389.25, "end": 1389.55, "word": " حاجات", "probability": 0.9847005208333334}, {"start": 1389.55, "end": 1389.91, "word": " كتير،", "probability": 0.9610595703125}, {"start": 1389.91, "end": 1389.97, "word": " في", "probability": 0.9716796875}, {"start": 1389.97, "end": 1390.23, "word": " أمراض", "probability": 0.9842122395833334}, {"start": 1390.23, "end": 1390.93, "word": " كتير،", "probability": 0.9678955078125}, {"start": 1390.93, "end": 1392.23, "word": " أبسط", "probability": 0.9495849609375}, {"start": 1392.23, "end": 1392.73, "word": " طريقة", "probability": 0.9913736979166666}, {"start": 1392.73, "end": 1393.11, "word": " منهم", "probability": 0.99658203125}, {"start": 1393.11, "end": 1393.67, "word": " عادة", "probability": 0.9817708333333334}, {"start": 1393.67, "end": 1393.89, "word": " هذه", "probability": 0.328369140625}, {"start": 1393.89, "end": 1394.19, "word": " طبعا", "probability": 0.9195556640625}, {"start": 1394.19, "end": 1394.33, "word": " هذه", "probability": 0.1568603515625}, {"start": 1394.33, "end": 1394.61, "word": " بتكون", "probability": 0.9375}, {"start": 1394.61, "end": 1394.99, "word": " مناسبة", "probability": 0.9700927734375}, {"start": 1394.99, "end": 1395.17, "word": " جدا", "probability": 0.984130859375}, {"start": 1395.17, "end": 1395.35, "word": " في", "probability": 0.96728515625}, {"start": 1395.35, "end": 1395.57, "word": " ال", "probability": 0.78759765625}, {"start": 1395.57, "end": 1395.91, "word": " diagnosis", "probability": 0.767578125}], "temperature": 1.0}, {"id": 56, "seek": 141308, "start": 1396.88, "end": 1413.08, "text": "في ال diagnosis أبسط حالة من هذه الحالات الوضع اللي احنا فيه حاليا في الكورونا كورونا مافيش knowledge عنها لا يوجد knowledge عنها فمافيش statistical information وعشان هيك مافيش statistical information فانا مش قادر أعالج ولا أصنف", "tokens": [41185, 2423, 15217, 5551, 3555, 3794, 9566, 11331, 6027, 3660, 9154, 29538, 21542, 6027, 9307, 2423, 2407, 11242, 3615, 13672, 1829, 1975, 5016, 8315, 8978, 3224, 11331, 6027, 25528, 8978, 33251, 13063, 2407, 8315, 9122, 13063, 2407, 8315, 19446, 41185, 8592, 3601, 18871, 11296, 20193, 7251, 29245, 3215, 3601, 18871, 11296, 6156, 15042, 41185, 8592, 22820, 1589, 4032, 3615, 8592, 7649, 39896, 4117, 19446, 41185, 8592, 22820, 1589, 6156, 7649, 995, 37893, 12174, 18513, 2288, 5551, 3615, 6027, 7435, 49429, 5551, 9381, 1863, 5172], "avg_logprob": -0.11783088200232562, "compression_ratio": 1.7715736040609138, "no_speech_prob": 2.6047229766845703e-05, "words": [{"start": 1396.88, "end": 1397.06, "word": "في", "probability": 0.64599609375}, {"start": 1397.06, "end": 1397.2, "word": " ال", "probability": 0.95263671875}, {"start": 1397.2, "end": 1397.62, "word": " diagnosis", "probability": 0.43115234375}, {"start": 1397.62, "end": 1398.98, "word": " أبسط", "probability": 0.9415283203125}, {"start": 1398.98, "end": 1399.44, "word": " حالة", "probability": 0.9947916666666666}, {"start": 1399.44, "end": 1399.52, "word": " من", "probability": 0.98876953125}, {"start": 1399.52, "end": 1399.7, "word": " هذه", "probability": 0.98095703125}, {"start": 1399.7, "end": 1400.18, "word": " الحالات", "probability": 0.9728190104166666}, {"start": 1400.18, "end": 1400.56, "word": " الوضع", "probability": 0.92529296875}, {"start": 1400.56, "end": 1400.68, "word": " اللي", "probability": 0.958984375}, {"start": 1400.68, "end": 1400.84, "word": " احنا", "probability": 0.8932291666666666}, {"start": 1400.84, "end": 1401.06, "word": " فيه", "probability": 0.9814453125}, {"start": 1401.06, "end": 1401.34, "word": " حاليا", "probability": 0.9466145833333334}, {"start": 1401.34, "end": 1401.48, "word": " في", "probability": 0.5654296875}, {"start": 1401.48, "end": 1401.94, "word": " الكورونا", "probability": 0.80877685546875}, {"start": 1401.94, "end": 1403.16, "word": " كورونا", "probability": 0.83740234375}, {"start": 1403.16, "end": 1403.62, "word": " مافيش", "probability": 0.9471028645833334}, {"start": 1403.62, "end": 1403.86, "word": " knowledge", "probability": 0.89990234375}, {"start": 1403.86, "end": 1404.6, "word": " عنها", "probability": 0.98828125}, {"start": 1404.6, "end": 1405.08, "word": " لا", "probability": 0.76220703125}, {"start": 1405.08, "end": 1405.32, "word": " يوجد", "probability": 0.8841145833333334}, {"start": 1405.32, "end": 1405.54, "word": " knowledge", "probability": 0.9287109375}, {"start": 1405.54, "end": 1405.86, "word": " عنها", "probability": 0.991455078125}, {"start": 1405.86, "end": 1406.38, "word": " فمافيش", "probability": 0.9654541015625}, {"start": 1406.38, "end": 1406.9, "word": " statistical", "probability": 0.91943359375}, {"start": 1406.9, "end": 1407.76, "word": " information", "probability": 0.92236328125}, {"start": 1407.76, "end": 1408.42, "word": " وعشان", "probability": 0.883056640625}, {"start": 1408.42, "end": 1408.68, "word": " هيك", "probability": 0.9599609375}, {"start": 1408.68, "end": 1409.36, "word": " مافيش", "probability": 0.92138671875}, {"start": 1409.36, "end": 1410.38, "word": " statistical", "probability": 0.94091796875}, {"start": 1410.38, "end": 1411.04, "word": " information", "probability": 0.951171875}, {"start": 1411.04, "end": 1411.34, "word": " فانا", "probability": 0.9295247395833334}, {"start": 1411.34, "end": 1411.46, "word": " مش", "probability": 0.990234375}, {"start": 1411.46, "end": 1411.9, "word": " قادر", "probability": 0.8590494791666666}, {"start": 1411.9, "end": 1412.4, "word": " أعالج", "probability": 0.8106689453125}, {"start": 1412.4, "end": 1412.56, "word": " ولا", "probability": 0.92919921875}, {"start": 1412.56, "end": 1413.08, "word": " أصنف", "probability": 0.96435546875}], "temperature": 1.0}, {"id": 57, "seek": 143581, "start": 1413.53, "end": 1435.81, "text": "أعمل diagnosis طبي medical diagnosis فهذه الأمور اللي زيها دي لأ في ال probability هتكون صعبة تتعامل مع حالة بهذه الحالة Corona طب ما هو ماكنش في Corona سابقا عشان نقدر نحكم عليها إيش بده يصير أو كيف ممكن نعالجها أو كيف ممكن نعمل diagnosis او diagnostic process معالجة تشخيصية أنه نقدر نشخصها", "tokens": [10721, 25957, 1211, 15217, 23032, 21292, 4625, 15217, 6156, 3224, 24192, 16247, 2304, 13063, 13672, 1829, 30767, 1829, 11296, 11778, 1829, 5296, 10721, 8978, 2423, 8482, 8032, 2655, 30544, 20328, 3615, 49401, 6055, 2655, 3615, 10943, 1211, 20449, 11331, 6027, 3660, 39627, 24192, 21542, 6027, 3660, 18075, 23032, 3555, 19446, 31439, 19446, 19452, 8592, 8978, 18075, 8608, 16758, 4587, 995, 6225, 8592, 7649, 8717, 28543, 2288, 8717, 5016, 24793, 25894, 11296, 11933, 1829, 8592, 47525, 3224, 7251, 9381, 13546, 34051, 9122, 33911, 3714, 43020, 8717, 3615, 6027, 7435, 11296, 34051, 9122, 33911, 3714, 43020, 8717, 25957, 1211, 15217, 1975, 2407, 27897, 1399, 20449, 6027, 7435, 3660, 6055, 8592, 9778, 1829, 9381, 10632, 14739, 3224, 8717, 28543, 2288, 8717, 8592, 9778, 9381, 11296], "avg_logprob": -0.151295726861411, "compression_ratio": 1.7821011673151752, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 1413.53, "end": 1413.87, "word": "أعمل", "probability": 0.8404947916666666}, {"start": 1413.87, "end": 1414.39, "word": " diagnosis", "probability": 0.42236328125}, {"start": 1414.39, "end": 1415.19, "word": " طبي", "probability": 0.9482421875}, {"start": 1415.19, "end": 1415.57, "word": " medical", "probability": 0.73388671875}, {"start": 1415.57, "end": 1416.21, "word": " diagnosis", "probability": 0.83642578125}, {"start": 1416.21, "end": 1417.01, "word": " فهذه", "probability": 0.8566080729166666}, {"start": 1417.01, "end": 1417.89, "word": " الأمور", "probability": 0.9640299479166666}, {"start": 1417.89, "end": 1418.01, "word": " اللي", "probability": 0.878662109375}, {"start": 1418.01, "end": 1418.33, "word": " زيها", "probability": 0.7670084635416666}, {"start": 1418.33, "end": 1418.43, "word": " دي", "probability": 0.864990234375}, {"start": 1418.43, "end": 1418.67, "word": " لأ", "probability": 0.968994140625}, {"start": 1418.67, "end": 1418.89, "word": " في", "probability": 0.87060546875}, {"start": 1418.89, "end": 1418.97, "word": " ال", "probability": 0.7734375}, {"start": 1418.97, "end": 1419.37, "word": " probability", "probability": 0.9443359375}, {"start": 1419.37, "end": 1419.79, "word": " هتكون", "probability": 0.884765625}, {"start": 1419.79, "end": 1420.17, "word": " صعبة", "probability": 0.98291015625}, {"start": 1420.17, "end": 1420.61, "word": " تتعامل", "probability": 0.9798828125}, {"start": 1420.61, "end": 1420.81, "word": " مع", "probability": 0.9912109375}, {"start": 1420.81, "end": 1421.51, "word": " حالة", "probability": 0.9921875}, {"start": 1421.51, "end": 1421.77, "word": " بهذه", "probability": 0.60137939453125}, {"start": 1421.77, "end": 1422.19, "word": " الحالة", "probability": 0.9368489583333334}, {"start": 1422.19, "end": 1422.89, "word": " Corona", "probability": 0.37158203125}, {"start": 1422.89, "end": 1423.17, "word": " طب", "probability": 0.93017578125}, {"start": 1423.17, "end": 1423.25, "word": " ما", "probability": 0.84228515625}, {"start": 1423.25, "end": 1423.35, "word": " هو", "probability": 0.603515625}, {"start": 1423.35, "end": 1423.95, "word": " ماكنش", "probability": 0.7571614583333334}, {"start": 1423.95, "end": 1424.07, "word": " في", "probability": 0.94189453125}, {"start": 1424.07, "end": 1424.39, "word": " Corona", "probability": 0.5634765625}, {"start": 1424.39, "end": 1424.97, "word": " سابقا", "probability": 0.9813232421875}, {"start": 1424.97, "end": 1425.59, "word": " عشان", "probability": 0.96875}, {"start": 1425.59, "end": 1425.91, "word": " نقدر", "probability": 0.9923502604166666}, {"start": 1425.91, "end": 1426.19, "word": " نحكم", "probability": 0.9921875}, {"start": 1426.19, "end": 1426.51, "word": " عليها", "probability": 0.990478515625}, {"start": 1426.51, "end": 1426.65, "word": " إيش", "probability": 0.796142578125}, {"start": 1426.65, "end": 1426.87, "word": " بده", "probability": 0.5120849609375}, {"start": 1426.87, "end": 1427.11, "word": " يصير", "probability": 0.9689127604166666}, {"start": 1427.11, "end": 1427.27, "word": " أو", "probability": 0.92578125}, {"start": 1427.27, "end": 1427.47, "word": " كيف", "probability": 0.969482421875}, {"start": 1427.47, "end": 1427.69, "word": " ممكن", "probability": 0.9912109375}, {"start": 1427.69, "end": 1428.35, "word": " نعالجها", "probability": 0.88251953125}, {"start": 1428.35, "end": 1428.49, "word": " أو", "probability": 0.9072265625}, {"start": 1428.49, "end": 1428.65, "word": " كيف", "probability": 0.952880859375}, {"start": 1428.65, "end": 1428.87, "word": " ممكن", "probability": 0.9560546875}, {"start": 1428.87, "end": 1429.19, "word": " نعمل", "probability": 0.9889322916666666}, {"start": 1429.19, "end": 1430.21, "word": " diagnosis", "probability": 0.52685546875}, {"start": 1430.21, "end": 1431.13, "word": " او", "probability": 0.7357177734375}, {"start": 1431.13, "end": 1431.73, "word": " diagnostic", "probability": 0.8466796875}, {"start": 1431.73, "end": 1433.03, "word": " process", "probability": 0.9853515625}, {"start": 1433.03, "end": 1433.91, "word": " معالجة", "probability": 0.9600830078125}, {"start": 1433.91, "end": 1434.59, "word": " تشخيصية", "probability": 0.978271484375}, {"start": 1434.59, "end": 1434.95, "word": " أنه", "probability": 0.48870849609375}, {"start": 1434.95, "end": 1435.21, "word": " نقدر", "probability": 0.9825846354166666}, {"start": 1435.21, "end": 1435.81, "word": " نشخصها", "probability": 0.985546875}], "temperature": 1.0}, {"id": 58, "seek": 146327, "start": 1436.57, "end": 1463.27, "text": "بنقول إيش بالظبط، هذه لازم يكون فيه knowledge مسبقة، والـ knowledge المسبقة الآن مثلا، بدأوا يتعاملوا معاها من خلال الحالات اللي بتصاب، جداش عدد حالات في تزايد و بتصاب تمثل الآن statistics، بتمثل الآن إحصائية، عساس أنه يبدوا يفحصوها، يشوفوا عينات الدم، يشوفوا عينات الجسم كاملة، كيف بيصير ال behavior للجسم أثناء انتقاله من مرحلة لمرحلة، فبتصير ال statistics", "tokens": [3555, 1863, 39648, 11933, 1829, 8592, 20666, 19913, 3555, 9566, 12399, 29538, 5296, 31377, 2304, 7251, 30544, 8978, 3224, 3601, 3714, 35457, 28671, 12399, 16070, 39184, 3601, 9673, 35457, 28671, 6024, 48506, 50113, 15040, 12399, 47525, 10721, 14407, 7251, 2655, 3615, 10943, 1211, 14407, 20449, 995, 11296, 9154, 16490, 1211, 6027, 21542, 6027, 9307, 13672, 1829, 39894, 9381, 16758, 12399, 10874, 3215, 33599, 6225, 3215, 3215, 11331, 6027, 9307, 8978, 6055, 11622, 995, 25708, 4032, 39894, 9381, 16758, 46811, 12984, 1211, 6024, 48506, 12523, 12399, 39894, 2304, 12984, 1211, 6024, 48506, 11933, 5016, 9381, 16373, 10632, 12399, 6225, 3794, 32277, 14739, 3224, 7251, 44510, 14407, 7251, 5172, 5016, 9381, 2407, 11296, 12399, 7251, 8592, 38688, 14407, 6225, 1829, 8315, 2655, 32748, 2304, 12399, 7251, 8592, 38688, 14407, 6225, 1829, 8315, 2655, 25724, 38251, 9122, 10943, 37977, 12399, 9122, 33911, 4724, 1829, 9381, 13546, 2423, 5223, 24976, 7435, 38251, 5551, 12984, 1863, 16606, 16472, 2655, 4587, 6027, 3224, 9154, 3714, 2288, 5016, 37977, 32767, 2288, 5016, 37977, 12399, 6156, 3555, 2655, 9381, 13546, 2423, 12523], "avg_logprob": -0.11607142848627908, "compression_ratio": 1.9678456591639872, "no_speech_prob": 1.0132789611816406e-06, "words": [{"start": 1436.57, "end": 1436.85, "word": "بنقول", "probability": 0.7693684895833334}, {"start": 1436.85, "end": 1437.01, "word": " إيش", "probability": 0.8787434895833334}, {"start": 1437.01, "end": 1437.61, "word": " بالظبط،", "probability": 0.874560546875}, {"start": 1437.61, "end": 1437.79, "word": " هذه", "probability": 0.56103515625}, {"start": 1437.79, "end": 1437.95, "word": " لازم", "probability": 0.97998046875}, {"start": 1437.95, "end": 1438.11, "word": " يكون", "probability": 0.826416015625}, {"start": 1438.11, "end": 1438.31, "word": " فيه", "probability": 0.763916015625}, {"start": 1438.31, "end": 1438.51, "word": " knowledge", "probability": 0.76708984375}, {"start": 1438.51, "end": 1439.33, "word": " مسبقة،", "probability": 0.752655029296875}, {"start": 1439.33, "end": 1439.53, "word": " والـ", "probability": 0.690185546875}, {"start": 1439.53, "end": 1439.65, "word": " knowledge", "probability": 0.7099609375}, {"start": 1439.65, "end": 1440.13, "word": " المسبقة", "probability": 0.9803059895833334}, {"start": 1440.13, "end": 1440.47, "word": " الآن", "probability": 0.852294921875}, {"start": 1440.47, "end": 1441.43, "word": " مثلا،", "probability": 0.7779947916666666}, {"start": 1441.43, "end": 1441.75, "word": " بدأوا", "probability": 0.9718424479166666}, {"start": 1441.75, "end": 1442.17, "word": " يتعاملوا", "probability": 0.9888509114583334}, {"start": 1442.17, "end": 1442.53, "word": " معاها", "probability": 0.9786783854166666}, {"start": 1442.53, "end": 1442.81, "word": " من", "probability": 0.9794921875}, {"start": 1442.81, "end": 1443.13, "word": " خلال", "probability": 0.9928385416666666}, {"start": 1443.13, "end": 1443.77, "word": " الحالات", "probability": 0.9759114583333334}, {"start": 1443.77, "end": 1443.91, "word": " اللي", "probability": 0.96435546875}, {"start": 1443.91, "end": 1444.89, "word": " بتصاب،", "probability": 0.8760986328125}, {"start": 1444.89, "end": 1445.19, "word": " جداش", "probability": 0.7227376302083334}, {"start": 1445.19, "end": 1445.47, "word": " عدد", "probability": 0.9895833333333334}, {"start": 1445.47, "end": 1445.97, "word": " حالات", "probability": 0.9632161458333334}, {"start": 1445.97, "end": 1446.43, "word": " في", "probability": 0.91357421875}, {"start": 1446.43, "end": 1446.91, "word": " تزايد", "probability": 0.98876953125}, {"start": 1446.91, "end": 1447.01, "word": " و", "probability": 0.65576171875}, {"start": 1447.01, "end": 1447.55, "word": " بتصاب", "probability": 0.9563802083333334}, {"start": 1447.55, "end": 1448.27, "word": " تمثل", "probability": 0.84423828125}, {"start": 1448.27, "end": 1448.67, "word": " الآن", "probability": 0.857177734375}, {"start": 1448.67, "end": 1449.97, "word": " statistics،", "probability": 0.827880859375}, {"start": 1449.97, "end": 1450.47, "word": " بتمثل", "probability": 0.916748046875}, {"start": 1450.47, "end": 1450.69, "word": " الآن", "probability": 0.81689453125}, {"start": 1450.69, "end": 1451.57, "word": " إحصائية،", "probability": 0.8563639322916666}, {"start": 1451.57, "end": 1451.91, "word": " عساس", "probability": 0.8818359375}, {"start": 1451.91, "end": 1452.11, "word": " أنه", "probability": 0.595947265625}, {"start": 1452.11, "end": 1452.27, "word": " يبدوا", "probability": 0.8155924479166666}, {"start": 1452.27, "end": 1453.33, "word": " يفحصوها،", "probability": 0.9601004464285714}, {"start": 1453.33, "end": 1453.63, "word": " يشوفوا", "probability": 0.9967041015625}, {"start": 1453.63, "end": 1453.97, "word": " عينات", "probability": 0.927734375}, {"start": 1453.97, "end": 1454.37, "word": " الدم،", "probability": 0.9856770833333334}, {"start": 1454.37, "end": 1454.61, "word": " يشوفوا", "probability": 0.99169921875}, {"start": 1454.61, "end": 1455.01, "word": " عينات", "probability": 0.971923828125}, {"start": 1455.01, "end": 1456.17, "word": " الجسم", "probability": 0.9775390625}, {"start": 1456.17, "end": 1457.05, "word": " كاملة،", "probability": 0.983154296875}, {"start": 1457.05, "end": 1457.65, "word": " كيف", "probability": 0.9697265625}, {"start": 1457.65, "end": 1458.01, "word": " بيصير", "probability": 0.8662109375}, {"start": 1458.01, "end": 1458.13, "word": " ال", "probability": 0.99658203125}, {"start": 1458.13, "end": 1458.45, "word": " behavior", "probability": 0.7685546875}, {"start": 1458.45, "end": 1458.97, "word": " للجسم", "probability": 0.9710286458333334}, {"start": 1458.97, "end": 1459.49, "word": " أثناء", "probability": 0.9776611328125}, {"start": 1459.49, "end": 1460.47, "word": " انتقاله", "probability": 0.98994140625}, {"start": 1460.47, "end": 1460.63, "word": " من", "probability": 0.9951171875}, {"start": 1460.63, "end": 1460.99, "word": " مرحلة", "probability": 0.9935302734375}, {"start": 1460.99, "end": 1461.81, "word": " لمرحلة،", "probability": 0.8953125}, {"start": 1461.81, "end": 1462.63, "word": " فبتصير", "probability": 0.94609375}, {"start": 1462.63, "end": 1462.73, "word": " ال", "probability": 0.9833984375}, {"start": 1462.73, "end": 1463.27, "word": " statistics", "probability": 0.796875}], "temperature": 1.0}, {"id": 59, "seek": 148637, "start": 1463.55, "end": 1486.37, "text": "أما بشكل عام في ال diagnosis ال probability بتفشل أو خليني أقول بتاخد وقت لأنه محتاج يصير عندها knowledge محتاج يصير فيه knowledge من خلال البيانات هذه ففي الحالة هذه أكيد ال Bayesian method unsuitable for this work أو their work", "tokens": [10721, 15042, 4724, 8592, 28820, 6225, 10943, 8978, 2423, 15217, 2423, 8482, 39894, 5172, 8592, 1211, 34051, 16490, 1211, 9957, 1829, 5551, 39648, 39894, 47283, 3215, 4032, 38149, 5296, 33456, 3224, 3714, 33753, 26108, 7251, 9381, 13546, 43242, 11296, 3601, 3714, 33753, 26108, 7251, 9381, 13546, 8978, 3224, 3601, 9154, 16490, 1211, 6027, 2423, 21292, 7649, 9307, 29538, 6156, 41185, 21542, 6027, 3660, 29538, 5551, 4117, 25708, 2423, 7840, 42434, 3170, 2693, 1983, 712, 337, 341, 589, 34051, 641, 589], "avg_logprob": -0.12519290417800716, "compression_ratio": 1.5135135135135136, "no_speech_prob": 0.0, "words": [{"start": 1463.55, "end": 1463.87, "word": "أما", "probability": 0.99072265625}, {"start": 1463.87, "end": 1464.57, "word": " بشكل", "probability": 0.982421875}, {"start": 1464.57, "end": 1464.99, "word": " عام", "probability": 0.9970703125}, {"start": 1464.99, "end": 1465.43, "word": " في", "probability": 0.93603515625}, {"start": 1465.43, "end": 1465.53, "word": " ال", "probability": 0.9580078125}, {"start": 1465.53, "end": 1468.13, "word": " diagnosis", "probability": 0.488037109375}, {"start": 1468.13, "end": 1469.65, "word": " ال", "probability": 0.65771484375}, {"start": 1469.65, "end": 1470.19, "word": " probability", "probability": 0.962890625}, {"start": 1470.19, "end": 1471.15, "word": " بتفشل", "probability": 0.9615478515625}, {"start": 1471.15, "end": 1471.97, "word": " أو", "probability": 0.787109375}, {"start": 1471.97, "end": 1472.61, "word": " خليني", "probability": 0.8065185546875}, {"start": 1472.61, "end": 1472.83, "word": " أقول", "probability": 0.76904296875}, {"start": 1472.83, "end": 1473.27, "word": " بتاخد", "probability": 0.8631184895833334}, {"start": 1473.27, "end": 1473.59, "word": " وقت", "probability": 0.994140625}, {"start": 1473.59, "end": 1473.89, "word": " لأنه", "probability": 0.8343098958333334}, {"start": 1473.89, "end": 1474.27, "word": " محتاج", "probability": 0.9845377604166666}, {"start": 1474.27, "end": 1474.53, "word": " يصير", "probability": 0.9344075520833334}, {"start": 1474.53, "end": 1474.79, "word": " عندها", "probability": 0.9912109375}, {"start": 1474.79, "end": 1475.09, "word": " knowledge", "probability": 0.90576171875}, {"start": 1475.09, "end": 1475.73, "word": " محتاج", "probability": 0.8059895833333334}, {"start": 1475.73, "end": 1476.05, "word": " يصير", "probability": 0.9772135416666666}, {"start": 1476.05, "end": 1476.31, "word": " فيه", "probability": 0.846923828125}, {"start": 1476.31, "end": 1476.75, "word": " knowledge", "probability": 0.9296875}, {"start": 1476.75, "end": 1476.95, "word": " من", "probability": 0.9970703125}, {"start": 1476.95, "end": 1477.35, "word": " خلال", "probability": 0.9938151041666666}, {"start": 1477.35, "end": 1478.17, "word": " البيانات", "probability": 0.93896484375}, {"start": 1478.17, "end": 1478.41, "word": " هذه", "probability": 0.8876953125}, {"start": 1478.41, "end": 1479.01, "word": " ففي", "probability": 0.86767578125}, {"start": 1479.01, "end": 1479.31, "word": " الحالة", "probability": 0.9845377604166666}, {"start": 1479.31, "end": 1479.59, "word": " هذه", "probability": 0.88134765625}, {"start": 1479.59, "end": 1480.19, "word": " أكيد", "probability": 0.9326171875}, {"start": 1480.19, "end": 1480.33, "word": " ال", "probability": 0.91796875}, {"start": 1480.33, "end": 1480.65, "word": " Bayesian", "probability": 0.61962890625}, {"start": 1480.65, "end": 1481.39, "word": " method", "probability": 0.96484375}, {"start": 1481.39, "end": 1483.09, "word": " unsuitable", "probability": 0.8440755208333334}, {"start": 1483.09, "end": 1483.73, "word": " for", "probability": 0.966796875}, {"start": 1483.73, "end": 1484.69, "word": " this", "probability": 0.810546875}, {"start": 1484.69, "end": 1485.03, "word": " work", "probability": 0.9365234375}, {"start": 1485.03, "end": 1485.49, "word": " أو", "probability": 0.70166015625}, {"start": 1485.49, "end": 1486.05, "word": " their", "probability": 0.88037109375}, {"start": 1486.05, "end": 1486.37, "word": " work", "probability": 0.93896484375}], "temperature": 1.0}, {"id": 60, "seek": 151191, "start": 1487.07, "end": 1511.91, "text": "أكيد مش هتقدر تشتغل كويس فهذا بحفظنا الحقيقة ال dissatisfication العدم الرضا في هيك حالة عن ال probability أكيد هيعمل motivation هيعمل حث ان احنا نروح نطور ل certainty factors theorem فلو روحنا طورناها و اشتغلنا عليها هنجد ان هي بالرغم بالرغم من ان هي فيها lacks", "tokens": [10721, 4117, 25708, 37893, 8032, 2655, 28543, 2288, 6055, 8592, 2655, 17082, 1211, 9122, 45865, 3794, 6156, 3224, 15730, 4724, 5016, 5172, 19913, 8315, 21542, 38436, 28671, 2423, 7802, 25239, 8758, 18863, 40448, 34892, 11242, 995, 8978, 39896, 4117, 11331, 6027, 3660, 18871, 2423, 8482, 5551, 4117, 25708, 39896, 25957, 1211, 12335, 39896, 25957, 1211, 11331, 12984, 16472, 1975, 5016, 8315, 8717, 32887, 5016, 8717, 9566, 13063, 5296, 27022, 6771, 20904, 6156, 1211, 2407, 12602, 2407, 5016, 8315, 23032, 13063, 8315, 11296, 4032, 1975, 8592, 2655, 17082, 1211, 8315, 25894, 11296, 8032, 1863, 7435, 3215, 16472, 39896, 20666, 2288, 17082, 2304, 20666, 2288, 17082, 2304, 9154, 16472, 39896, 8978, 11296, 31132], "avg_logprob": -0.15973772214991705, "compression_ratio": 1.6653225806451613, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1487.07, "end": 1487.41, "word": "أكيد", "probability": 0.8738606770833334}, {"start": 1487.41, "end": 1487.53, "word": " مش", "probability": 0.5732421875}, {"start": 1487.53, "end": 1487.89, "word": " هتقدر", "probability": 0.9254150390625}, {"start": 1487.89, "end": 1488.19, "word": " تشتغل", "probability": 0.95498046875}, {"start": 1488.19, "end": 1488.45, "word": " كويس", "probability": 0.99365234375}, {"start": 1488.45, "end": 1489.21, "word": " فهذا", "probability": 0.8317057291666666}, {"start": 1489.21, "end": 1490.09, "word": " بحفظنا", "probability": 0.84560546875}, {"start": 1490.09, "end": 1490.73, "word": " الحقيقة", "probability": 0.9617513020833334}, {"start": 1490.73, "end": 1491.51, "word": " ال", "probability": 0.76220703125}, {"start": 1491.51, "end": 1493.57, "word": " dissatisfication", "probability": 0.6622721354166666}, {"start": 1493.57, "end": 1494.97, "word": " العدم", "probability": 0.805419921875}, {"start": 1494.97, "end": 1495.49, "word": " الرضا", "probability": 0.94921875}, {"start": 1495.49, "end": 1495.87, "word": " في", "probability": 0.8466796875}, {"start": 1495.87, "end": 1496.05, "word": " هيك", "probability": 0.692138671875}, {"start": 1496.05, "end": 1496.31, "word": " حالة", "probability": 0.9894205729166666}, {"start": 1496.31, "end": 1496.45, "word": " عن", "probability": 0.9716796875}, {"start": 1496.45, "end": 1496.55, "word": " ال", "probability": 0.87939453125}, {"start": 1496.55, "end": 1496.99, "word": " probability", "probability": 0.9326171875}, {"start": 1496.99, "end": 1497.35, "word": " أكيد", "probability": 0.8850911458333334}, {"start": 1497.35, "end": 1497.67, "word": " هيعمل", "probability": 0.9278971354166666}, {"start": 1497.67, "end": 1498.23, "word": " motivation", "probability": 0.98974609375}, {"start": 1498.23, "end": 1499.15, "word": " هيعمل", "probability": 0.8460286458333334}, {"start": 1499.15, "end": 1499.67, "word": " حث", "probability": 0.932373046875}, {"start": 1499.67, "end": 1499.87, "word": " ان", "probability": 0.3310546875}, {"start": 1499.87, "end": 1500.05, "word": " احنا", "probability": 0.8382161458333334}, {"start": 1500.05, "end": 1500.37, "word": " نروح", "probability": 0.9881184895833334}, {"start": 1500.37, "end": 1500.93, "word": " نطور", "probability": 0.9479166666666666}, {"start": 1500.93, "end": 1501.49, "word": " ل", "probability": 0.6728515625}, {"start": 1501.49, "end": 1502.31, "word": " certainty", "probability": 0.412109375}, {"start": 1502.31, "end": 1503.17, "word": " factors", "probability": 0.9453125}, {"start": 1503.17, "end": 1504.43, "word": " theorem", "probability": 0.60009765625}, {"start": 1504.43, "end": 1506.21, "word": " فلو", "probability": 0.9695638020833334}, {"start": 1506.21, "end": 1506.43, "word": " روحنا", "probability": 0.8658447265625}, {"start": 1506.43, "end": 1506.93, "word": " طورناها", "probability": 0.958740234375}, {"start": 1506.93, "end": 1507.01, "word": " و", "probability": 0.94775390625}, {"start": 1507.01, "end": 1507.31, "word": " اشتغلنا", "probability": 0.8953857421875}, {"start": 1507.31, "end": 1507.55, "word": " عليها", "probability": 0.9677734375}, {"start": 1507.55, "end": 1507.83, "word": " هنجد", "probability": 0.8642578125}, {"start": 1507.83, "end": 1507.95, "word": " ان", "probability": 0.72705078125}, {"start": 1507.95, "end": 1508.27, "word": " هي", "probability": 0.75927734375}, {"start": 1508.27, "end": 1509.11, "word": " بالرغم", "probability": 0.98583984375}, {"start": 1509.11, "end": 1510.11, "word": " بالرغم", "probability": 0.82464599609375}, {"start": 1510.11, "end": 1510.47, "word": " من", "probability": 0.9072265625}, {"start": 1510.47, "end": 1510.59, "word": " ان", "probability": 0.70458984375}, {"start": 1510.59, "end": 1510.73, "word": " هي", "probability": 0.56689453125}, {"start": 1510.73, "end": 1511.51, "word": " فيها", "probability": 0.985107421875}, {"start": 1511.51, "end": 1511.91, "word": " lacks", "probability": 0.689453125}], "temperature": 1.0}, {"id": 61, "seek": 152966, "start": 1512.66, "end": 1529.66, "text": "The mathematical correctness هي بتفتقر للبيانات الصحيحة حسابيا أو رياضيا، ليش؟ لأنه بنعتمد فيها على ال human expert فعشان هيك مين اللي بدهم يجدوا الآن علاج لل Corona؟", "tokens": [2278, 18894, 3006, 1287, 39896, 39894, 5172, 2655, 4587, 2288, 24976, 21292, 7649, 9307, 31767, 5016, 1829, 5016, 3660, 11331, 3794, 16758, 25528, 34051, 12602, 1829, 46958, 25528, 12399, 32239, 8592, 22807, 5296, 33456, 3224, 44945, 34268, 2304, 3215, 8978, 11296, 15844, 2423, 1952, 5844, 6156, 3615, 8592, 7649, 39896, 4117, 3714, 9957, 13672, 1829, 47525, 16095, 7251, 7435, 3215, 14407, 6024, 48506, 11203, 26108, 24976, 18075, 22807], "avg_logprob": -0.17187500604684802, "compression_ratio": 1.3575129533678756, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 1512.66, "end": 1513.0, "word": "The", "probability": 0.56787109375}, {"start": 1513.0, "end": 1514.38, "word": " mathematical", "probability": 0.69775390625}, {"start": 1514.38, "end": 1515.66, "word": " correctness", "probability": 0.96484375}, {"start": 1515.66, "end": 1515.96, "word": " هي", "probability": 0.79443359375}, {"start": 1515.96, "end": 1517.22, "word": " بتفتقر", "probability": 0.89755859375}, {"start": 1517.22, "end": 1518.54, "word": " للبيانات", "probability": 0.79315185546875}, {"start": 1518.54, "end": 1519.32, "word": " الصحيحة", "probability": 0.97431640625}, {"start": 1519.32, "end": 1520.36, "word": " حسابيا", "probability": 0.983154296875}, {"start": 1520.36, "end": 1521.34, "word": " أو", "probability": 0.6083984375}, {"start": 1521.34, "end": 1522.14, "word": " رياضيا،", "probability": 0.849755859375}, {"start": 1522.14, "end": 1522.42, "word": " ليش؟", "probability": 0.8992513020833334}, {"start": 1522.42, "end": 1522.58, "word": " لأنه", "probability": 0.85205078125}, {"start": 1522.58, "end": 1522.98, "word": " بنعتمد", "probability": 0.966552734375}, {"start": 1522.98, "end": 1523.24, "word": " فيها", "probability": 0.984619140625}, {"start": 1523.24, "end": 1523.46, "word": " على", "probability": 0.8798828125}, {"start": 1523.46, "end": 1524.2, "word": " ال", "probability": 0.9423828125}, {"start": 1524.2, "end": 1524.78, "word": " human", "probability": 0.79443359375}, {"start": 1524.78, "end": 1525.38, "word": " expert", "probability": 0.89697265625}, {"start": 1525.38, "end": 1526.14, "word": " فعشان", "probability": 0.8739013671875}, {"start": 1526.14, "end": 1526.44, "word": " هيك", "probability": 0.975830078125}, {"start": 1526.44, "end": 1526.78, "word": " مين", "probability": 0.916015625}, {"start": 1526.78, "end": 1526.88, "word": " اللي", "probability": 0.9873046875}, {"start": 1526.88, "end": 1527.12, "word": " بدهم", "probability": 0.67626953125}, {"start": 1527.12, "end": 1527.96, "word": " يجدوا", "probability": 0.978515625}, {"start": 1527.96, "end": 1528.22, "word": " الآن", "probability": 0.723876953125}, {"start": 1528.22, "end": 1528.9, "word": " علاج", "probability": 0.974365234375}, {"start": 1528.9, "end": 1529.06, "word": " لل", "probability": 0.8251953125}, {"start": 1529.06, "end": 1529.66, "word": " Corona؟", "probability": 0.552490234375}], "temperature": 1.0}, {"id": 62, "seek": 155899, "start": 1529.77, "end": 1558.99, "text": "الاطباء الاطباء كل واحد واجتهاده كل ما كان ال knowledge تبعته أعلى في مجاله فحنعتمد عليه أكتر أن هم اللي حاولوا يشوفولنا علاج مش ال statistics مش ال statistics فزي ما قلنا في الحالة هذي بتصير outperformers subjective Bayesian reasoning in the areas زي ال diagnostics أو ال diagnosis أو ال diagnosis فواضح أنه هيكون في تفوق هنا", "tokens": [6027, 41193, 3555, 16606, 2423, 41193, 3555, 16606, 28242, 36764, 24401, 4032, 26108, 47395, 18513, 3224, 28242, 19446, 25961, 2423, 3601, 6055, 3555, 34268, 3224, 5551, 3615, 23942, 8978, 3714, 7435, 6027, 3224, 6156, 5016, 1863, 34268, 2304, 3215, 47356, 5551, 4117, 2655, 2288, 14739, 8032, 2304, 13672, 1829, 11331, 995, 12610, 14407, 7251, 8592, 38688, 12610, 8315, 11203, 26108, 37893, 2423, 12523, 37893, 2423, 12523, 6156, 11622, 1829, 19446, 12174, 1211, 8315, 8978, 21542, 6027, 3660, 8032, 8848, 1829, 39894, 9381, 13546, 484, 26765, 433, 25972, 7840, 42434, 21577, 294, 264, 3179, 30767, 1829, 2423, 43215, 1167, 34051, 2423, 15217, 34051, 2423, 15217, 6156, 2407, 46958, 5016, 14739, 3224, 39896, 30544, 8978, 6055, 5172, 30543, 34105], "avg_logprob": -0.17571504944461888, "compression_ratio": 1.7517985611510791, "no_speech_prob": 0.0, "words": [{"start": 1529.77, "end": 1530.49, "word": "الاطباء", "probability": 0.8570556640625}, {"start": 1530.49, "end": 1531.33, "word": " الاطباء", "probability": 0.793212890625}, {"start": 1531.33, "end": 1531.57, "word": " كل", "probability": 0.93603515625}, {"start": 1531.57, "end": 1531.79, "word": " واحد", "probability": 0.995361328125}, {"start": 1531.79, "end": 1532.33, "word": " واجتهاده", "probability": 0.80673828125}, {"start": 1532.33, "end": 1532.49, "word": " كل", "probability": 0.78955078125}, {"start": 1532.49, "end": 1532.67, "word": " ما", "probability": 0.80029296875}, {"start": 1532.67, "end": 1532.89, "word": " كان", "probability": 0.95068359375}, {"start": 1532.89, "end": 1533.37, "word": " ال", "probability": 0.85302734375}, {"start": 1533.37, "end": 1533.57, "word": " knowledge", "probability": 0.8701171875}, {"start": 1533.57, "end": 1533.99, "word": " تبعته", "probability": 0.8787841796875}, {"start": 1533.99, "end": 1534.17, "word": " أعلى", "probability": 0.7880859375}, {"start": 1534.17, "end": 1534.33, "word": " في", "probability": 0.9560546875}, {"start": 1534.33, "end": 1534.83, "word": " مجاله", "probability": 0.9970703125}, {"start": 1534.83, "end": 1536.33, "word": " فحنعتمد", "probability": 0.8505045572916666}, {"start": 1536.33, "end": 1536.55, "word": " عليه", "probability": 0.98291015625}, {"start": 1536.55, "end": 1536.87, "word": " أكتر", "probability": 0.95361328125}, {"start": 1536.87, "end": 1537.01, "word": " أن", "probability": 0.373779296875}, {"start": 1537.01, "end": 1537.27, "word": " هم", "probability": 0.82666015625}, {"start": 1537.27, "end": 1537.51, "word": " اللي", "probability": 0.982177734375}, {"start": 1537.51, "end": 1537.99, "word": " حاولوا", "probability": 0.994873046875}, {"start": 1537.99, "end": 1538.85, "word": " يشوفولنا", "probability": 0.9185546875}, {"start": 1538.85, "end": 1539.59, "word": " علاج", "probability": 0.987548828125}, {"start": 1539.59, "end": 1541.01, "word": " مش", "probability": 0.86181640625}, {"start": 1541.01, "end": 1541.19, "word": " ال", "probability": 0.5849609375}, {"start": 1541.19, "end": 1541.75, "word": " statistics", "probability": 0.92578125}, {"start": 1541.75, "end": 1542.09, "word": " مش", "probability": 0.5595703125}, {"start": 1542.09, "end": 1542.29, "word": " ال", "probability": 0.96435546875}, {"start": 1542.29, "end": 1542.83, "word": " statistics", "probability": 0.91552734375}, {"start": 1542.83, "end": 1543.63, "word": " فزي", "probability": 0.94873046875}, {"start": 1543.63, "end": 1543.73, "word": " ما", "probability": 0.98779296875}, {"start": 1543.73, "end": 1544.05, "word": " قلنا", "probability": 0.94775390625}, {"start": 1544.05, "end": 1544.67, "word": " في", "probability": 0.9384765625}, {"start": 1544.67, "end": 1544.95, "word": " الحالة", "probability": 0.970703125}, {"start": 1544.95, "end": 1545.11, "word": " هذي", "probability": 0.5819498697916666}, {"start": 1545.11, "end": 1545.53, "word": " بتصير", "probability": 0.9134114583333334}, {"start": 1545.53, "end": 1546.81, "word": " outperformers", "probability": 0.7159016927083334}, {"start": 1546.81, "end": 1547.99, "word": " subjective", "probability": 0.91943359375}, {"start": 1547.99, "end": 1549.15, "word": " Bayesian", "probability": 0.582763671875}, {"start": 1549.15, "end": 1550.37, "word": " reasoning", "probability": 0.83935546875}, {"start": 1550.37, "end": 1550.77, "word": " in", "probability": 0.94970703125}, {"start": 1550.77, "end": 1551.01, "word": " the", "probability": 0.86328125}, {"start": 1551.01, "end": 1552.33, "word": " areas", "probability": 0.90625}, {"start": 1552.33, "end": 1552.99, "word": " زي", "probability": 0.9736328125}, {"start": 1552.99, "end": 1553.41, "word": " ال", "probability": 0.96240234375}, {"start": 1553.41, "end": 1554.19, "word": " diagnostics", "probability": 0.9052734375}, {"start": 1554.19, "end": 1554.83, "word": " أو", "probability": 0.69384765625}, {"start": 1554.83, "end": 1555.07, "word": " ال", "probability": 0.93408203125}, {"start": 1555.07, "end": 1555.51, "word": " diagnosis", "probability": 0.5478515625}, {"start": 1555.51, "end": 1555.99, "word": " أو", "probability": 0.53515625}, {"start": 1555.99, "end": 1556.09, "word": " ال", "probability": 0.98583984375}, {"start": 1556.09, "end": 1556.53, "word": " diagnosis", "probability": 0.8193359375}, {"start": 1556.53, "end": 1557.21, "word": " فواضح", "probability": 0.9708251953125}, {"start": 1557.21, "end": 1557.37, "word": " أنه", "probability": 0.7010498046875}, {"start": 1557.37, "end": 1557.61, "word": " هيكون", "probability": 0.835693359375}, {"start": 1557.61, "end": 1557.75, "word": " في", "probability": 0.8974609375}, {"start": 1557.75, "end": 1558.31, "word": " تفوق", "probability": 0.9576822916666666}, {"start": 1558.31, "end": 1558.99, "word": " هنا", "probability": 0.99755859375}], "temperature": 1.0}, {"id": 63, "seek": 156569, "start": 1559.53, "end": 1565.69, "text": "لا ال expert أو ال certainty factor عن", "tokens": [15040, 2423, 5844, 34051, 2423, 27022, 5952, 18871], "avg_logprob": -0.2575954861111111, "compression_ratio": 0.9230769230769231, "no_speech_prob": 0.0, "words": [{"start": 1559.53, "end": 1559.87, "word": "لا", "probability": 0.348876953125}, {"start": 1559.87, "end": 1560.23, "word": " ال", "probability": 0.90087890625}, {"start": 1560.23, "end": 1560.87, "word": " expert", "probability": 0.794921875}, {"start": 1560.87, "end": 1561.15, "word": " أو", "probability": 0.66015625}, {"start": 1561.15, "end": 1561.51, "word": " ال", "probability": 0.97705078125}, {"start": 1561.51, "end": 1562.11, "word": " certainty", "probability": 0.8896484375}, {"start": 1562.11, "end": 1564.97, "word": " factor", "probability": 0.91357421875}, {"start": 1564.97, "end": 1565.69, "word": " عن", "probability": 0.97216796875}], "temperature": 1.0}, {"id": 64, "seek": 158930, "start": 1567.2, "end": 1589.3, "text": "اللي هو probability طيب بالرغم من ذلك ال certainty factors are used in cases where the probabilities are not known or too difficult or expensive to obtain كل هذه الحقيقة عناصر بتخلينا نتوجه اكتر لل certainty factors اللي هي ان ال probability غير معروفة انه", "tokens": [6027, 20292, 31439, 8482, 23032, 1829, 3555, 20666, 2288, 17082, 2304, 9154, 29910, 23275, 2423, 27022, 6771, 366, 1143, 294, 3331, 689, 264, 33783, 366, 406, 2570, 420, 886, 2252, 420, 5124, 281, 12701, 28242, 29538, 21542, 38436, 28671, 18871, 33546, 2288, 39894, 9778, 20292, 8315, 8717, 2655, 29245, 3224, 1975, 4117, 2655, 2288, 24976, 27022, 6771, 13672, 1829, 39896, 16472, 2423, 8482, 32771, 13546, 20449, 32887, 5172, 3660, 16472, 3224], "avg_logprob": -0.14746093191206455, "compression_ratio": 1.5227272727272727, "no_speech_prob": 1.9669532775878906e-06, "words": [{"start": 1567.2, "end": 1567.44, "word": "اللي", "probability": 0.736083984375}, {"start": 1567.44, "end": 1567.5, "word": " هو", "probability": 0.66650390625}, {"start": 1567.5, "end": 1567.94, "word": " probability", "probability": 0.8505859375}, {"start": 1567.94, "end": 1568.8, "word": " طيب", "probability": 0.8048502604166666}, {"start": 1568.8, "end": 1569.86, "word": " بالرغم", "probability": 0.9053955078125}, {"start": 1569.86, "end": 1570.04, "word": " من", "probability": 0.9921875}, {"start": 1570.04, "end": 1570.38, "word": " ذلك", "probability": 0.9931640625}, {"start": 1570.38, "end": 1570.68, "word": " ال", "probability": 0.92236328125}, {"start": 1570.68, "end": 1571.02, "word": " certainty", "probability": 0.82080078125}, {"start": 1571.02, "end": 1571.58, "word": " factors", "probability": 0.96728515625}, {"start": 1571.58, "end": 1571.94, "word": " are", "probability": 0.8525390625}, {"start": 1571.94, "end": 1572.28, "word": " used", "probability": 0.94775390625}, {"start": 1572.28, "end": 1572.52, "word": " in", "probability": 0.95263671875}, {"start": 1572.52, "end": 1572.96, "word": " cases", "probability": 0.93115234375}, {"start": 1572.96, "end": 1573.32, "word": " where", "probability": 0.9033203125}, {"start": 1573.32, "end": 1573.5, "word": " the", "probability": 0.689453125}, {"start": 1573.5, "end": 1574.04, "word": " probabilities", "probability": 0.87744140625}, {"start": 1574.04, "end": 1575.44, "word": " are", "probability": 0.9482421875}, {"start": 1575.44, "end": 1575.9, "word": " not", "probability": 0.95947265625}, {"start": 1575.9, "end": 1576.26, "word": " known", "probability": 0.625}, {"start": 1576.26, "end": 1576.88, "word": " or", "probability": 0.64599609375}, {"start": 1576.88, "end": 1577.54, "word": " too", "probability": 0.88720703125}, {"start": 1577.54, "end": 1578.26, "word": " difficult", "probability": 0.92626953125}, {"start": 1578.26, "end": 1578.68, "word": " or", "probability": 0.841796875}, {"start": 1578.68, "end": 1579.34, "word": " expensive", "probability": 0.95361328125}, {"start": 1579.34, "end": 1579.54, "word": " to", "probability": 0.98095703125}, {"start": 1579.54, "end": 1580.04, "word": " obtain", "probability": 0.94384765625}, {"start": 1580.04, "end": 1581.04, "word": " كل", "probability": 0.45947265625}, {"start": 1581.04, "end": 1581.4, "word": " هذه", "probability": 0.81201171875}, {"start": 1581.4, "end": 1582.02, "word": " الحقيقة", "probability": 0.9720052083333334}, {"start": 1582.02, "end": 1582.82, "word": " عناصر", "probability": 0.974609375}, {"start": 1582.82, "end": 1583.32, "word": " بتخلينا", "probability": 0.851806640625}, {"start": 1583.32, "end": 1583.82, "word": " نتوجه", "probability": 0.968017578125}, {"start": 1583.82, "end": 1584.22, "word": " اكتر", "probability": 0.8526611328125}, {"start": 1584.22, "end": 1584.62, "word": " لل", "probability": 0.62109375}, {"start": 1584.62, "end": 1584.98, "word": " certainty", "probability": 0.75732421875}, {"start": 1584.98, "end": 1585.5, "word": " factors", "probability": 0.96142578125}, {"start": 1585.5, "end": 1585.96, "word": " اللي", "probability": 0.955078125}, {"start": 1585.96, "end": 1586.22, "word": " هي", "probability": 0.9560546875}, {"start": 1586.22, "end": 1586.64, "word": " ان", "probability": 0.73388671875}, {"start": 1586.64, "end": 1586.76, "word": " ال", "probability": 0.8203125}, {"start": 1586.76, "end": 1587.1, "word": " probability", "probability": 0.96923828125}, {"start": 1587.1, "end": 1587.4, "word": " غير", "probability": 0.99560546875}, {"start": 1587.4, "end": 1587.98, "word": " معروفة", "probability": 0.9884033203125}, {"start": 1587.98, "end": 1589.3, "word": " انه", "probability": 0.846923828125}], "temperature": 1.0}, {"id": 65, "seek": 161367, "start": 1590.11, "end": 1613.67, "text": "too difficult ان احصل عليها هي صعبة الحصول عليها انه expensive وكلنا كباحثين عارفين ان في قواعد بيانات عشان احصل عليها بدي ادفع احيانا بدنا ندفع ثمن هذه البيانات فممكن تكون more expensive ان احصل عليها فبصير مناسب ان اشوف او اعمل لقاء او اكون احد ال team اللي معانا في الشغل هو human expert", "tokens": [32599, 2252, 16472, 1975, 5016, 36520, 25894, 11296, 39896, 20328, 3615, 49401, 21542, 9381, 12610, 25894, 11296, 16472, 3224, 5124, 4032, 28820, 8315, 9122, 3555, 39319, 12984, 9957, 6225, 9640, 5172, 9957, 16472, 8978, 12174, 14407, 22488, 4724, 1829, 7649, 9307, 6225, 8592, 7649, 1975, 5016, 36520, 25894, 11296, 4724, 16254, 1975, 3215, 5172, 3615, 1975, 5016, 1829, 7649, 995, 47525, 8315, 8717, 3215, 5172, 3615, 38637, 27842, 29538, 2423, 21292, 7649, 9307, 6156, 2304, 43020, 6055, 30544, 544, 5124, 16472, 1975, 5016, 36520, 25894, 11296, 6156, 3555, 9381, 13546, 3714, 8315, 35457, 16472, 1975, 8592, 38688, 1975, 2407, 1975, 25957, 1211, 5296, 4587, 16606, 1975, 2407, 1975, 30544, 1975, 24401, 2423, 1469, 13672, 1829, 20449, 7649, 995, 8978, 25124, 17082, 1211, 31439, 1952, 5844], "avg_logprob": -0.0937499978121311, "compression_ratio": 1.900398406374502, "no_speech_prob": 6.020069122314453e-06, "words": [{"start": 1590.11, "end": 1590.33, "word": "too", "probability": 0.47265625}, {"start": 1590.33, "end": 1590.81, "word": " difficult", "probability": 0.951171875}, {"start": 1590.81, "end": 1590.97, "word": " ان", "probability": 0.413818359375}, {"start": 1590.97, "end": 1591.35, "word": " احصل", "probability": 0.8860677083333334}, {"start": 1591.35, "end": 1591.81, "word": " عليها", "probability": 0.988525390625}, {"start": 1591.81, "end": 1592.19, "word": " هي", "probability": 0.66748046875}, {"start": 1592.19, "end": 1592.53, "word": " صعبة", "probability": 0.97998046875}, {"start": 1592.53, "end": 1592.91, "word": " الحصول", "probability": 0.9873046875}, {"start": 1592.91, "end": 1593.29, "word": " عليها", "probability": 0.9951171875}, {"start": 1593.29, "end": 1593.83, "word": " انه", "probability": 0.91650390625}, {"start": 1593.83, "end": 1594.61, "word": " expensive", "probability": 0.96826171875}, {"start": 1594.61, "end": 1596.05, "word": " وكلنا", "probability": 0.7598470052083334}, {"start": 1596.05, "end": 1596.67, "word": " كباحثين", "probability": 0.979296875}, {"start": 1596.67, "end": 1597.11, "word": " عارفين", "probability": 0.9818115234375}, {"start": 1597.11, "end": 1597.31, "word": " ان", "probability": 0.865234375}, {"start": 1597.31, "end": 1597.51, "word": " في", "probability": 0.4814453125}, {"start": 1597.51, "end": 1597.97, "word": " قواعد", "probability": 0.96142578125}, {"start": 1597.97, "end": 1598.51, "word": " بيانات", "probability": 0.9874267578125}, {"start": 1598.51, "end": 1598.69, "word": " عشان", "probability": 0.986328125}, {"start": 1598.69, "end": 1598.93, "word": " احصل", "probability": 0.8753255208333334}, {"start": 1598.93, "end": 1599.15, "word": " عليها", "probability": 0.997314453125}, {"start": 1599.15, "end": 1599.35, "word": " بدي", "probability": 0.681884765625}, {"start": 1599.35, "end": 1599.69, "word": " ادفع", "probability": 0.9554443359375}, {"start": 1599.69, "end": 1600.17, "word": " احيانا", "probability": 0.92490234375}, {"start": 1600.17, "end": 1600.91, "word": " بدنا", "probability": 0.740966796875}, {"start": 1600.91, "end": 1601.63, "word": " ندفع", "probability": 0.99755859375}, {"start": 1601.63, "end": 1602.37, "word": " ثمن", "probability": 0.97119140625}, {"start": 1602.37, "end": 1602.73, "word": " هذه", "probability": 0.962890625}, {"start": 1602.73, "end": 1603.41, "word": " البيانات", "probability": 0.9476318359375}, {"start": 1603.41, "end": 1604.01, "word": " فممكن", "probability": 0.9705403645833334}, {"start": 1604.01, "end": 1604.37, "word": " تكون", "probability": 0.9775390625}, {"start": 1604.37, "end": 1605.09, "word": " more", "probability": 0.962890625}, {"start": 1605.09, "end": 1605.57, "word": " expensive", "probability": 0.974609375}, {"start": 1605.57, "end": 1605.87, "word": " ان", "probability": 0.89306640625}, {"start": 1605.87, "end": 1606.27, "word": " احصل", "probability": 0.9334309895833334}, {"start": 1606.27, "end": 1606.69, "word": " عليها", "probability": 0.994140625}, {"start": 1606.69, "end": 1607.37, "word": " فبصير", "probability": 0.9608154296875}, {"start": 1607.37, "end": 1608.15, "word": " مناسب", "probability": 0.9248046875}, {"start": 1608.15, "end": 1608.53, "word": " ان", "probability": 0.9150390625}, {"start": 1608.53, "end": 1608.97, "word": " اشوف", "probability": 0.9718424479166666}, {"start": 1608.97, "end": 1609.15, "word": " او", "probability": 0.965087890625}, {"start": 1609.15, "end": 1609.41, "word": " اعمل", "probability": 0.9527994791666666}, {"start": 1609.41, "end": 1609.75, "word": " لقاء", "probability": 0.8136393229166666}, {"start": 1609.75, "end": 1609.93, "word": " او", "probability": 0.98095703125}, {"start": 1609.93, "end": 1610.63, "word": " اكون", "probability": 0.80615234375}, {"start": 1610.63, "end": 1610.93, "word": " احد", "probability": 0.883544921875}, {"start": 1610.93, "end": 1611.07, "word": " ال", "probability": 0.97607421875}, {"start": 1611.07, "end": 1611.27, "word": " team", "probability": 0.99658203125}, {"start": 1611.27, "end": 1611.41, "word": " اللي", "probability": 0.936279296875}, {"start": 1611.41, "end": 1611.71, "word": " معانا", "probability": 0.9837239583333334}, {"start": 1611.71, "end": 1611.79, "word": " في", "probability": 0.89404296875}, {"start": 1611.79, "end": 1612.19, "word": " الشغل", "probability": 0.9910481770833334}, {"start": 1612.19, "end": 1612.59, "word": " هو", "probability": 0.94091796875}, {"start": 1612.59, "end": 1613.17, "word": " human", "probability": 0.94580078125}, {"start": 1613.17, "end": 1613.67, "word": " expert", "probability": 0.93798828125}], "temperature": 1.0}, {"id": 66, "seek": 164287, "start": 1614.69, "end": 1642.87, "text": "يفيدني في حكاية ال certainty factor في حكاية ال certainty factor هنضيف إلى ذلك كمان في ال evidences مش ذاكرين ال evidences لما كنا بنقول في or و and و الأمور دي كلها هذه شوية هتكون أصعب مع ال probability لكن هي لما أتكلم عن ال evidences with different degrees of belief كانت من سهل جدا اتعاملنا معاها بشكل بسيط جدا لما شرحنا ال certainty factor", "tokens": [33911, 25708, 22653, 8978, 11331, 4117, 995, 10632, 2423, 27022, 5952, 8978, 11331, 4117, 995, 10632, 2423, 27022, 5952, 8032, 1863, 11242, 33911, 30731, 29910, 23275, 9122, 2304, 7649, 8978, 2423, 1073, 41298, 37893, 29910, 995, 37983, 9957, 2423, 1073, 41298, 5296, 15042, 9122, 8315, 44945, 39648, 8978, 420, 4032, 293, 4032, 16247, 2304, 13063, 11778, 1829, 28242, 11296, 29538, 13412, 2407, 10632, 8032, 2655, 30544, 5551, 9381, 3615, 3555, 20449, 2423, 8482, 44381, 39896, 5296, 15042, 5551, 2655, 4117, 19528, 18871, 2423, 1073, 41298, 365, 819, 5310, 295, 7107, 25961, 2655, 9154, 8608, 3224, 1211, 10874, 28259, 1975, 2655, 3615, 10943, 1211, 8315, 20449, 995, 11296, 4724, 8592, 28820, 4724, 3794, 1829, 9566, 10874, 28259, 5296, 15042, 13412, 2288, 5016, 8315, 2423, 27022, 5952], "avg_logprob": -0.12958828832895036, "compression_ratio": 1.8172043010752688, "no_speech_prob": 3.159046173095703e-06, "words": [{"start": 1614.69, "end": 1615.41, "word": "يفيدني", "probability": 0.8575846354166666}, {"start": 1615.41, "end": 1615.85, "word": " في", "probability": 0.9375}, {"start": 1615.85, "end": 1616.17, "word": " حكاية", "probability": 0.962158203125}, {"start": 1616.17, "end": 1616.35, "word": " ال", "probability": 0.70458984375}, {"start": 1616.35, "end": 1616.63, "word": " certainty", "probability": 0.7041015625}, {"start": 1616.63, "end": 1617.09, "word": " factor", "probability": 0.92724609375}, {"start": 1617.09, "end": 1618.11, "word": " في", "probability": 0.54931640625}, {"start": 1618.11, "end": 1618.37, "word": " حكاية", "probability": 0.982666015625}, {"start": 1618.37, "end": 1618.53, "word": " ال", "probability": 0.9345703125}, {"start": 1618.53, "end": 1618.71, "word": " certainty", "probability": 0.89794921875}, {"start": 1618.71, "end": 1619.17, "word": " factor", "probability": 0.943359375}, {"start": 1619.17, "end": 1620.15, "word": " هنضيف", "probability": 0.82110595703125}, {"start": 1620.15, "end": 1620.33, "word": " إلى", "probability": 0.896484375}, {"start": 1620.33, "end": 1620.67, "word": " ذلك", "probability": 0.99462890625}, {"start": 1620.67, "end": 1621.03, "word": " كمان", "probability": 0.9544270833333334}, {"start": 1621.03, "end": 1621.51, "word": " في", "probability": 0.8994140625}, {"start": 1621.51, "end": 1622.01, "word": " ال", "probability": 0.97998046875}, {"start": 1622.01, "end": 1622.89, "word": " evidences", "probability": 0.642333984375}, {"start": 1622.89, "end": 1623.17, "word": " مش", "probability": 0.11865234375}, {"start": 1623.17, "end": 1623.49, "word": " ذاكرين", "probability": 0.8885498046875}, {"start": 1623.49, "end": 1623.57, "word": " ال", "probability": 0.9853515625}, {"start": 1623.57, "end": 1623.87, "word": " evidences", "probability": 0.88037109375}, {"start": 1623.87, "end": 1624.15, "word": " لما", "probability": 0.78564453125}, {"start": 1624.15, "end": 1624.39, "word": " كنا", "probability": 0.98876953125}, {"start": 1624.39, "end": 1624.81, "word": " بنقول", "probability": 0.9091796875}, {"start": 1624.81, "end": 1625.47, "word": " في", "probability": 0.88623046875}, {"start": 1625.47, "end": 1625.83, "word": " or", "probability": 0.9140625}, {"start": 1625.83, "end": 1626.07, "word": " و", "probability": 0.92578125}, {"start": 1626.07, "end": 1626.51, "word": " and", "probability": 0.830078125}, {"start": 1626.51, "end": 1626.79, "word": " و", "probability": 0.92578125}, {"start": 1626.79, "end": 1627.13, "word": " الأمور", "probability": 0.9329427083333334}, {"start": 1627.13, "end": 1627.27, "word": " دي", "probability": 0.74658203125}, {"start": 1627.27, "end": 1627.57, "word": " كلها", "probability": 0.9951171875}, {"start": 1627.57, "end": 1627.93, "word": " هذه", "probability": 0.272216796875}, {"start": 1627.93, "end": 1628.43, "word": " شوية", "probability": 0.8738606770833334}, {"start": 1628.43, "end": 1628.79, "word": " هتكون", "probability": 0.9680989583333334}, {"start": 1628.79, "end": 1629.19, "word": " أصعب", "probability": 0.949951171875}, {"start": 1629.19, "end": 1629.31, "word": " مع", "probability": 0.98876953125}, {"start": 1629.31, "end": 1629.39, "word": " ال", "probability": 0.96728515625}, {"start": 1629.39, "end": 1629.85, "word": " probability", "probability": 0.96875}, {"start": 1629.85, "end": 1630.47, "word": " لكن", "probability": 0.86474609375}, {"start": 1630.47, "end": 1630.83, "word": " هي", "probability": 0.84912109375}, {"start": 1630.83, "end": 1631.39, "word": " لما", "probability": 0.96435546875}, {"start": 1631.39, "end": 1631.83, "word": " أتكلم", "probability": 0.9212646484375}, {"start": 1631.83, "end": 1632.17, "word": " عن", "probability": 0.99609375}, {"start": 1632.17, "end": 1633.85, "word": " ال", "probability": 0.986328125}, {"start": 1633.85, "end": 1634.31, "word": " evidences", "probability": 0.935546875}, {"start": 1634.31, "end": 1634.75, "word": " with", "probability": 0.9306640625}, {"start": 1634.75, "end": 1635.57, "word": " different", "probability": 0.95458984375}, {"start": 1635.57, "end": 1636.19, "word": " degrees", "probability": 0.951171875}, {"start": 1636.19, "end": 1636.43, "word": " of", "probability": 0.9853515625}, {"start": 1636.43, "end": 1636.87, "word": " belief", "probability": 0.904296875}, {"start": 1636.87, "end": 1637.55, "word": " كانت", "probability": 0.96337890625}, {"start": 1637.55, "end": 1637.67, "word": " من", "probability": 0.9931640625}, {"start": 1637.67, "end": 1637.95, "word": " سهل", "probability": 0.9226888020833334}, {"start": 1637.95, "end": 1638.21, "word": " جدا", "probability": 0.984130859375}, {"start": 1638.21, "end": 1638.65, "word": " اتعاملنا", "probability": 0.8323160807291666}, {"start": 1638.65, "end": 1638.85, "word": " معاها", "probability": 0.9451497395833334}, {"start": 1638.85, "end": 1639.23, "word": " بشكل", "probability": 0.9910481770833334}, {"start": 1639.23, "end": 1640.37, "word": " بسيط", "probability": 0.99609375}, {"start": 1640.37, "end": 1640.75, "word": " جدا", "probability": 0.99658203125}, {"start": 1640.75, "end": 1641.41, "word": " لما", "probability": 0.968505859375}, {"start": 1641.41, "end": 1641.89, "word": " شرحنا", "probability": 0.985595703125}, {"start": 1641.89, "end": 1642.15, "word": " ال", "probability": 0.81591796875}, {"start": 1642.15, "end": 1642.43, "word": " certainty", "probability": 0.92626953125}, {"start": 1642.43, "end": 1642.87, "word": " factor", "probability": 0.90283203125}], "temperature": 1.0}, {"id": 67, "seek": 166835, "start": 1643.67, "end": 1668.35, "text": "كانت جيدة والتعامل معها سلس ومش محتاج و هذا الأهم مش محتاج تعقيد حسابات مش محتاج تعقيد حسابات طيب ال certainty factor برضه ك approach هي بتعطيني أفضل explanations of the control flow through a rule based expert system برضه في ال expert system لو رجعته لو محضرت ال expert system هتجد ان احنا حطينا", "tokens": [41361, 2655, 10874, 25708, 3660, 16070, 2655, 3615, 10943, 1211, 20449, 11296, 8608, 1211, 3794, 4032, 2304, 8592, 3714, 33753, 26108, 4032, 23758, 16247, 16095, 37893, 3714, 33753, 26108, 37279, 4587, 25708, 11331, 3794, 16758, 9307, 37893, 3714, 33753, 26108, 37279, 4587, 25708, 11331, 3794, 16758, 9307, 23032, 1829, 3555, 2423, 27022, 5952, 4724, 43042, 3224, 9122, 3109, 39896, 39894, 3615, 9566, 1829, 22653, 5551, 5172, 11242, 1211, 28708, 295, 264, 1969, 3095, 807, 257, 4978, 2361, 5844, 1185, 4724, 43042, 3224, 8978, 2423, 5844, 1185, 45164, 12602, 7435, 34268, 3224, 45164, 3714, 5016, 11242, 43500, 2423, 5844, 1185, 8032, 2655, 7435, 3215, 16472, 1975, 5016, 8315, 11331, 9566, 1829, 8315], "avg_logprob": -0.12730189066912448, "compression_ratio": 1.736, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 1643.67, "end": 1644.13, "word": "كانت", "probability": 0.882568359375}, {"start": 1644.13, "end": 1644.73, "word": " جيدة", "probability": 0.9586588541666666}, {"start": 1644.73, "end": 1645.23, "word": " والتعامل", "probability": 0.86865234375}, {"start": 1645.23, "end": 1645.49, "word": " معها", "probability": 0.859130859375}, {"start": 1645.49, "end": 1645.85, "word": " سلس", "probability": 0.9041341145833334}, {"start": 1645.85, "end": 1646.37, "word": " ومش", "probability": 0.8201497395833334}, {"start": 1646.37, "end": 1647.01, "word": " محتاج", "probability": 0.9895833333333334}, {"start": 1647.01, "end": 1647.15, "word": " و", "probability": 0.3505859375}, {"start": 1647.15, "end": 1647.31, "word": " هذا", "probability": 0.76025390625}, {"start": 1647.31, "end": 1647.61, "word": " الأهم", "probability": 0.950439453125}, {"start": 1647.61, "end": 1648.01, "word": " مش", "probability": 0.728515625}, {"start": 1648.01, "end": 1648.61, "word": " محتاج", "probability": 0.9933268229166666}, {"start": 1648.61, "end": 1649.33, "word": " تعقيد", "probability": 0.9348958333333334}, {"start": 1649.33, "end": 1649.99, "word": " حسابات", "probability": 0.97021484375}, {"start": 1649.99, "end": 1650.29, "word": " مش", "probability": 0.5986328125}, {"start": 1650.29, "end": 1650.57, "word": " محتاج", "probability": 0.9928385416666666}, {"start": 1650.57, "end": 1650.85, "word": " تعقيد", "probability": 0.9532877604166666}, {"start": 1650.85, "end": 1651.45, "word": " حسابات", "probability": 0.9796142578125}, {"start": 1651.45, "end": 1652.05, "word": " طيب", "probability": 0.89453125}, {"start": 1652.05, "end": 1652.81, "word": " ال", "probability": 0.53369140625}, {"start": 1652.81, "end": 1653.09, "word": " certainty", "probability": 0.6953125}, {"start": 1653.09, "end": 1653.67, "word": " factor", "probability": 0.912109375}, {"start": 1653.67, "end": 1654.23, "word": " برضه", "probability": 0.9615885416666666}, {"start": 1654.23, "end": 1654.35, "word": " ك", "probability": 0.97265625}, {"start": 1654.35, "end": 1654.91, "word": " approach", "probability": 0.9375}, {"start": 1654.91, "end": 1655.31, "word": " هي", "probability": 0.8486328125}, {"start": 1655.31, "end": 1656.07, "word": " بتعطيني", "probability": 0.86103515625}, {"start": 1656.07, "end": 1656.87, "word": " أفضل", "probability": 0.9710693359375}, {"start": 1656.87, "end": 1657.69, "word": " explanations", "probability": 0.8466796875}, {"start": 1657.69, "end": 1658.91, "word": " of", "probability": 0.9423828125}, {"start": 1658.91, "end": 1659.05, "word": " the", "probability": 0.84619140625}, {"start": 1659.05, "end": 1659.41, "word": " control", "probability": 0.9052734375}, {"start": 1659.41, "end": 1659.85, "word": " flow", "probability": 0.91357421875}, {"start": 1659.85, "end": 1660.55, "word": " through", "probability": 0.88427734375}, {"start": 1660.55, "end": 1660.91, "word": " a", "probability": 0.9541015625}, {"start": 1660.91, "end": 1661.09, "word": " rule", "probability": 0.86767578125}, {"start": 1661.09, "end": 1661.49, "word": " based", "probability": 0.65673828125}, {"start": 1661.49, "end": 1661.87, "word": " expert", "probability": 0.828125}, {"start": 1661.87, "end": 1662.31, "word": " system", "probability": 0.9677734375}, {"start": 1662.31, "end": 1663.35, "word": " برضه", "probability": 0.9873046875}, {"start": 1663.35, "end": 1663.71, "word": " في", "probability": 0.92431640625}, {"start": 1663.71, "end": 1663.79, "word": " ال", "probability": 0.90869140625}, {"start": 1663.79, "end": 1664.01, "word": " expert", "probability": 0.92919921875}, {"start": 1664.01, "end": 1664.49, "word": " system", "probability": 0.97607421875}, {"start": 1664.49, "end": 1665.13, "word": " لو", "probability": 0.9736328125}, {"start": 1665.13, "end": 1665.65, "word": " رجعته", "probability": 0.837158203125}, {"start": 1665.65, "end": 1665.77, "word": " لو", "probability": 0.87060546875}, {"start": 1665.77, "end": 1666.17, "word": " محضرت", "probability": 0.8057861328125}, {"start": 1666.17, "end": 1666.29, "word": " ال", "probability": 0.9677734375}, {"start": 1666.29, "end": 1666.53, "word": " expert", "probability": 0.947265625}, {"start": 1666.53, "end": 1666.95, "word": " system", "probability": 0.9794921875}, {"start": 1666.95, "end": 1667.57, "word": " هتجد", "probability": 0.9578857421875}, {"start": 1667.57, "end": 1667.69, "word": " ان", "probability": 0.3427734375}, {"start": 1667.69, "end": 1667.89, "word": " احنا", "probability": 0.9544270833333334}, {"start": 1667.89, "end": 1668.35, "word": " حطينا", "probability": 0.925048828125}], "temperature": 1.0}, {"id": 68, "seek": 168882, "start": 1669.22, "end": 1688.82, "text": "flow chart أو حطينا block diagram وكان في عندي ال knowledge base وكان في عندي ال database والاتنين كانوا بروحوا لل inference وال inference ان انتوا متذاكرين كان فيه تحت كلمة explanation ايش يعني explanation يعني اذا انا بدي اتأكد من ال expert system شغال بشكل صحيح بكل بساطة بقدر اروح و اشوف", "tokens": [10565, 6927, 34051, 11331, 9566, 1829, 8315, 3461, 10686, 4032, 41361, 8978, 18871, 16254, 2423, 3601, 3096, 4032, 41361, 8978, 18871, 16254, 2423, 8149, 16070, 9307, 1863, 9957, 25961, 14407, 4724, 32887, 5016, 14407, 24976, 38253, 16070, 38253, 16472, 16472, 2655, 14407, 44650, 15730, 37983, 9957, 25961, 8978, 3224, 6055, 33753, 9122, 19528, 3660, 10835, 1975, 1829, 8592, 37495, 22653, 10835, 37495, 22653, 1975, 15730, 1975, 8315, 4724, 16254, 1975, 2655, 10721, 4117, 3215, 9154, 2423, 5844, 1185, 13412, 17082, 6027, 4724, 8592, 28820, 20328, 5016, 1829, 5016, 4724, 28820, 4724, 3794, 41193, 3660, 4724, 28543, 2288, 1975, 32887, 5016, 4032, 1975, 8592, 38688], "avg_logprob": -0.169642854872204, "compression_ratio": 1.7098039215686274, "no_speech_prob": 4.589557647705078e-06, "words": [{"start": 1669.22, "end": 1669.46, "word": "flow", "probability": 0.51171875}, {"start": 1669.46, "end": 1669.96, "word": " chart", "probability": 0.8837890625}, {"start": 1669.96, "end": 1670.18, "word": " أو", "probability": 0.67041015625}, {"start": 1670.18, "end": 1670.48, "word": " حطينا", "probability": 0.7255859375}, {"start": 1670.48, "end": 1670.68, "word": " block", "probability": 0.47119140625}, {"start": 1670.68, "end": 1671.18, "word": " diagram", "probability": 0.86279296875}, {"start": 1671.18, "end": 1671.86, "word": " وكان", "probability": 0.892333984375}, {"start": 1671.86, "end": 1672.02, "word": " في", "probability": 0.94677734375}, {"start": 1672.02, "end": 1672.32, "word": " عندي", "probability": 0.841552734375}, {"start": 1672.32, "end": 1672.52, "word": " ال", "probability": 0.705078125}, {"start": 1672.52, "end": 1672.76, "word": " knowledge", "probability": 0.93115234375}, {"start": 1672.76, "end": 1673.16, "word": " base", "probability": 0.88330078125}, {"start": 1673.16, "end": 1673.48, "word": " وكان", "probability": 0.966796875}, {"start": 1673.48, "end": 1673.62, "word": " في", "probability": 0.96142578125}, {"start": 1673.62, "end": 1673.88, "word": " عندي", "probability": 0.9765625}, {"start": 1673.88, "end": 1674.04, "word": " ال", "probability": 0.97802734375}, {"start": 1674.04, "end": 1674.58, "word": " database", "probability": 0.87939453125}, {"start": 1674.58, "end": 1675.44, "word": " والاتنين", "probability": 0.837890625}, {"start": 1675.44, "end": 1675.7, "word": " كانوا", "probability": 0.791748046875}, {"start": 1675.7, "end": 1676.0, "word": " بروحوا", "probability": 0.95263671875}, {"start": 1676.0, "end": 1676.14, "word": " لل", "probability": 0.8505859375}, {"start": 1676.14, "end": 1676.68, "word": " inference", "probability": 0.92333984375}, {"start": 1676.68, "end": 1677.06, "word": " وال", "probability": 0.44873046875}, {"start": 1677.06, "end": 1677.46, "word": " inference", "probability": 0.7861328125}, {"start": 1677.46, "end": 1677.62, "word": " ان", "probability": 0.310302734375}, {"start": 1677.62, "end": 1677.84, "word": " انتوا", "probability": 0.6438802083333334}, {"start": 1677.84, "end": 1678.28, "word": " متذاكرين", "probability": 0.7916259765625}, {"start": 1678.28, "end": 1678.46, "word": " كان", "probability": 0.96533203125}, {"start": 1678.46, "end": 1678.68, "word": " فيه", "probability": 0.730712890625}, {"start": 1678.68, "end": 1678.82, "word": " تحت", "probability": 0.987548828125}, {"start": 1678.82, "end": 1679.2, "word": " كلمة", "probability": 0.8876953125}, {"start": 1679.2, "end": 1679.96, "word": " explanation", "probability": 0.91259765625}, {"start": 1679.96, "end": 1680.86, "word": " ايش", "probability": 0.7439778645833334}, {"start": 1680.86, "end": 1681.0, "word": " يعني", "probability": 0.8876953125}, {"start": 1681.0, "end": 1681.48, "word": " explanation", "probability": 0.9150390625}, {"start": 1681.48, "end": 1681.92, "word": " يعني", "probability": 0.802001953125}, {"start": 1681.92, "end": 1682.1, "word": " اذا", "probability": 0.806640625}, {"start": 1682.1, "end": 1682.28, "word": " انا", "probability": 0.893310546875}, {"start": 1682.28, "end": 1682.48, "word": " بدي", "probability": 0.781982421875}, {"start": 1682.48, "end": 1682.9, "word": " اتأكد", "probability": 0.939453125}, {"start": 1682.9, "end": 1683.1, "word": " من", "probability": 0.9951171875}, {"start": 1683.1, "end": 1683.56, "word": " ال", "probability": 0.89013671875}, {"start": 1683.56, "end": 1683.82, "word": " expert", "probability": 0.8505859375}, {"start": 1683.82, "end": 1684.28, "word": " system", "probability": 0.9814453125}, {"start": 1684.28, "end": 1684.96, "word": " شغال", "probability": 0.9939778645833334}, {"start": 1684.96, "end": 1685.32, "word": " بشكل", "probability": 0.9837239583333334}, {"start": 1685.32, "end": 1685.82, "word": " صحيح", "probability": 0.99853515625}, {"start": 1685.82, "end": 1686.3, "word": " بكل", "probability": 0.978271484375}, {"start": 1686.3, "end": 1686.66, "word": " بساطة", "probability": 0.97998046875}, {"start": 1686.66, "end": 1687.02, "word": " بقدر", "probability": 0.9895833333333334}, {"start": 1687.02, "end": 1687.64, "word": " اروح", "probability": 0.9549153645833334}, {"start": 1687.64, "end": 1688.04, "word": " و", "probability": 0.98583984375}, {"start": 1688.04, "end": 1688.82, "word": " اشوف", "probability": 0.8070475260416666}], "temperature": 1.0}, {"id": 69, "seek": 171888, "start": 1689.72, "end": 1718.88, "text": "الاستنتاج هو كيف استنتجوا، هيقول من ال rule رقم كذا استنتجت رقم كذا، من ال rule رقم كذا استخدمت ال rule رقم كذا، و لأن هنا conjunction فأنا أخدت ال .. ال conjunction أخدت الأقل، و هنا or أو disjunction أخدت الأكبر، فسهل جدا تتبع ال expert system تبعنا، في ال probability الأمور بتكون أصعب شوية، لأنه أنا بتعامل مع statistics، و ال statistics هذه ممكن تكون ضخمة جدا و كبيرة جدا و مرهقة أننا نقعد نتبعها، نقعد نتابعها", "tokens": [6027, 995, 14851, 29399, 26108, 31439, 9122, 33911, 44713, 29399, 7435, 14407, 12399, 39896, 39648, 9154, 2423, 4978, 12602, 4587, 2304, 9122, 15730, 44713, 29399, 7435, 2655, 12602, 4587, 2304, 9122, 15730, 12399, 9154, 2423, 4978, 12602, 4587, 2304, 9122, 15730, 44713, 9778, 40448, 2655, 2423, 4978, 12602, 4587, 2304, 9122, 15730, 12399, 4032, 5296, 33456, 34105, 27482, 6156, 10721, 8315, 5551, 9778, 3215, 2655, 2423, 4386, 2423, 27482, 5551, 9778, 3215, 2655, 16247, 4587, 1211, 12399, 4032, 34105, 420, 34051, 717, 10010, 882, 5551, 9778, 3215, 2655, 16247, 4117, 26890, 12399, 6156, 3794, 3224, 1211, 10874, 28259, 6055, 2655, 3555, 3615, 2423, 5844, 1185, 6055, 3555, 3615, 8315, 12399, 8978, 2423, 8482, 16247, 2304, 13063, 39894, 30544, 5551, 9381, 3615, 3555, 13412, 2407, 10632, 12399, 5296, 33456, 3224, 41850, 39894, 3615, 10943, 1211, 20449, 12523, 12399, 4032, 2423, 12523, 29538, 3714, 43020, 6055, 30544, 48812, 9778, 46007, 10874, 28259, 4032, 9122, 3555, 48923, 10874, 28259, 4032, 3714, 2288, 3224, 28671, 14739, 8315, 8717, 4587, 22488, 8717, 2655, 3555, 3615, 11296, 12399, 8717, 4587, 22488, 8717, 2655, 16758, 3615, 11296], "avg_logprob": -0.13207872928176795, "compression_ratio": 2.082018927444795, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1689.72, "end": 1690.32, "word": "الاستنتاج", "probability": 0.83759765625}, {"start": 1690.32, "end": 1690.44, "word": " هو", "probability": 0.96142578125}, {"start": 1690.44, "end": 1690.64, "word": " كيف", "probability": 0.9775390625}, {"start": 1690.64, "end": 1691.44, "word": " استنتجوا،", "probability": 0.727001953125}, {"start": 1691.44, "end": 1691.74, "word": " هيقول", "probability": 0.8349609375}, {"start": 1691.74, "end": 1691.92, "word": " من", "probability": 0.697265625}, {"start": 1691.92, "end": 1692.08, "word": " ال", "probability": 0.6845703125}, {"start": 1692.08, "end": 1692.14, "word": " rule", "probability": 0.2469482421875}, {"start": 1692.14, "end": 1692.46, "word": " رقم", "probability": 0.94677734375}, {"start": 1692.46, "end": 1692.76, "word": " كذا", "probability": 0.968017578125}, {"start": 1692.76, "end": 1693.58, "word": " استنتجت", "probability": 0.936767578125}, {"start": 1693.58, "end": 1693.82, "word": " رقم", "probability": 0.9635416666666666}, {"start": 1693.82, "end": 1694.3, "word": " كذا،", "probability": 0.8170572916666666}, {"start": 1694.3, "end": 1694.38, "word": " من", "probability": 0.486083984375}, {"start": 1694.38, "end": 1694.52, "word": " ال", "probability": 0.97119140625}, {"start": 1694.52, "end": 1694.62, "word": " rule", "probability": 0.96630859375}, {"start": 1694.62, "end": 1694.88, "word": " رقم", "probability": 0.97607421875}, {"start": 1694.88, "end": 1695.14, "word": " كذا", "probability": 0.97802734375}, {"start": 1695.14, "end": 1696.14, "word": " استخدمت", "probability": 0.9666748046875}, {"start": 1696.14, "end": 1696.3, "word": " ال", "probability": 0.83056640625}, {"start": 1696.3, "end": 1696.4, "word": " rule", "probability": 0.9521484375}, {"start": 1696.4, "end": 1696.68, "word": " رقم", "probability": 0.9832356770833334}, {"start": 1696.68, "end": 1697.32, "word": " كذا،", "probability": 0.9412434895833334}, {"start": 1697.32, "end": 1697.4, "word": " و", "probability": 0.79638671875}, {"start": 1697.4, "end": 1697.76, "word": " لأن", "probability": 0.807861328125}, {"start": 1697.76, "end": 1698.0, "word": " هنا", "probability": 0.80224609375}, {"start": 1698.0, "end": 1698.76, "word": " conjunction", "probability": 0.8642578125}, {"start": 1698.76, "end": 1699.4, "word": " فأنا", "probability": 0.845703125}, {"start": 1699.4, "end": 1699.78, "word": " أخدت", "probability": 0.939697265625}, {"start": 1699.78, "end": 1699.86, "word": " ال", "probability": 0.36669921875}, {"start": 1699.86, "end": 1700.06, "word": " ..", "probability": 0.37548828125}, {"start": 1700.06, "end": 1700.38, "word": " ال", "probability": 0.89794921875}, {"start": 1700.38, "end": 1700.94, "word": " conjunction", "probability": 0.97021484375}, {"start": 1700.94, "end": 1701.42, "word": " أخدت", "probability": 0.9837646484375}, {"start": 1701.42, "end": 1702.02, "word": " الأقل،", "probability": 0.9639892578125}, {"start": 1702.02, "end": 1702.06, "word": " و", "probability": 0.85302734375}, {"start": 1702.06, "end": 1702.36, "word": " هنا", "probability": 0.97705078125}, {"start": 1702.36, "end": 1703.04, "word": " or", "probability": 0.90283203125}, {"start": 1703.04, "end": 1703.28, "word": " أو", "probability": 0.73291015625}, {"start": 1703.28, "end": 1703.88, "word": " disjunction", "probability": 0.7989908854166666}, {"start": 1703.88, "end": 1704.3, "word": " أخدت", "probability": 0.9791259765625}, {"start": 1704.3, "end": 1705.0, "word": " الأكبر،", "probability": 0.9752197265625}, {"start": 1705.0, "end": 1705.8, "word": " فسهل", "probability": 0.9598388671875}, {"start": 1705.8, "end": 1706.22, "word": " جدا", "probability": 0.989013671875}, {"start": 1706.22, "end": 1706.96, "word": " تتبع", "probability": 0.9866943359375}, {"start": 1706.96, "end": 1707.52, "word": " ال", "probability": 0.98779296875}, {"start": 1707.52, "end": 1707.8, "word": " expert", "probability": 0.63623046875}, {"start": 1707.8, "end": 1708.2, "word": " system", "probability": 0.97314453125}, {"start": 1708.2, "end": 1708.84, "word": " تبعنا،", "probability": 0.9146484375}, {"start": 1708.84, "end": 1708.98, "word": " في", "probability": 0.935546875}, {"start": 1708.98, "end": 1709.06, "word": " ال", "probability": 0.9443359375}, {"start": 1709.06, "end": 1709.38, "word": " probability", "probability": 0.93310546875}, {"start": 1709.38, "end": 1709.86, "word": " الأمور", "probability": 0.9825846354166666}, {"start": 1709.86, "end": 1710.14, "word": " بتكون", "probability": 0.888427734375}, {"start": 1710.14, "end": 1710.54, "word": " أصعب", "probability": 0.9847412109375}, {"start": 1710.54, "end": 1710.9, "word": " شوية،", "probability": 0.9075927734375}, {"start": 1710.9, "end": 1711.2, "word": " لأنه", "probability": 0.83056640625}, {"start": 1711.2, "end": 1711.3, "word": " أنا", "probability": 0.888671875}, {"start": 1711.3, "end": 1711.68, "word": " بتعامل", "probability": 0.8892822265625}, {"start": 1711.68, "end": 1711.9, "word": " مع", "probability": 0.99658203125}, {"start": 1711.9, "end": 1713.02, "word": " statistics،", "probability": 0.8876953125}, {"start": 1713.02, "end": 1713.1, "word": " و", "probability": 0.482177734375}, {"start": 1713.1, "end": 1713.14, "word": " ال", "probability": 0.91796875}, {"start": 1713.14, "end": 1713.54, "word": " statistics", "probability": 0.90478515625}, {"start": 1713.54, "end": 1713.92, "word": " هذه", "probability": 0.70654296875}, {"start": 1713.92, "end": 1714.18, "word": " ممكن", "probability": 0.99462890625}, {"start": 1714.18, "end": 1714.46, "word": " تكون", "probability": 0.982421875}, {"start": 1714.46, "end": 1714.84, "word": " ضخمة", "probability": 0.9915364583333334}, {"start": 1714.84, "end": 1715.12, "word": " جدا", "probability": 0.99609375}, {"start": 1715.12, "end": 1715.26, "word": " و", "probability": 0.8623046875}, {"start": 1715.26, "end": 1715.54, "word": " كبيرة", "probability": 0.96923828125}, {"start": 1715.54, "end": 1715.88, "word": " جدا", "probability": 0.997314453125}, {"start": 1715.88, "end": 1716.24, "word": " و", "probability": 0.67626953125}, {"start": 1716.24, "end": 1716.6, "word": " مرهقة", "probability": 0.861328125}, {"start": 1716.6, "end": 1716.78, "word": " أننا", "probability": 0.4217529296875}, {"start": 1716.78, "end": 1716.86, "word": " نقعد", "probability": 0.9588216145833334}, {"start": 1716.86, "end": 1717.72, "word": " نتبعها،", "probability": 0.951904296875}, {"start": 1717.72, "end": 1718.02, "word": " نقعد", "probability": 0.935546875}, {"start": 1718.02, "end": 1718.88, "word": " نتابعها", "probability": 0.93681640625}], "temperature": 1.0}, {"id": 70, "seek": 173536, "start": 1719.24, "end": 1735.36, "text": "قد يحدث إن إحنا نتابع فقط تنفيذها لل rule، لا أكثر ولا أقل، لكن أنا ما بقدر أتبعها كاملة إن هل فعلا هذه القيم دقيقة مائة بالمائة ولا لأ، احنا مش بنقول إن هي مش دقيقة، ولكن تتبعها، عملية ال explanation هي اللي هتكون صعبة", "tokens": [28543, 7251, 24401, 12984, 36145, 11933, 5016, 8315, 8717, 2655, 16758, 3615, 6156, 47432, 6055, 1863, 41185, 8848, 11296, 24976, 4978, 12399, 20193, 5551, 4117, 49115, 49429, 5551, 4587, 1211, 12399, 44381, 41850, 19446, 4724, 28543, 2288, 5551, 2655, 3555, 3615, 11296, 9122, 10943, 37977, 36145, 8032, 1211, 6156, 3615, 15040, 29538, 25062, 32640, 11778, 38436, 28671, 3714, 16373, 3660, 20666, 2304, 16373, 3660, 49429, 5296, 10721, 12399, 1975, 5016, 8315, 37893, 44945, 39648, 36145, 39896, 37893, 11778, 38436, 28671, 12399, 35525, 19452, 6055, 2655, 3555, 3615, 11296, 12399, 6225, 42213, 10632, 2423, 10835, 39896, 13672, 1829, 8032, 2655, 30544, 20328, 3615, 49401], "avg_logprob": -0.1385216308900943, "compression_ratio": 1.730593607305936, "no_speech_prob": 7.152557373046875e-07, "words": [{"start": 1719.24, "end": 1719.52, "word": "قد", "probability": 0.85205078125}, {"start": 1719.52, "end": 1719.82, "word": " يحدث", "probability": 0.9781901041666666}, {"start": 1719.82, "end": 1719.92, "word": " إن", "probability": 0.56787109375}, {"start": 1719.92, "end": 1720.1, "word": " إحنا", "probability": 0.7578125}, {"start": 1720.1, "end": 1720.56, "word": " نتابع", "probability": 0.972900390625}, {"start": 1720.56, "end": 1720.88, "word": " فقط", "probability": 0.93212890625}, {"start": 1720.88, "end": 1721.42, "word": " تنفيذها", "probability": 0.943359375}, {"start": 1721.42, "end": 1721.56, "word": " لل", "probability": 0.978515625}, {"start": 1721.56, "end": 1721.84, "word": " rule،", "probability": 0.337890625}, {"start": 1721.84, "end": 1721.86, "word": " لا", "probability": 0.888671875}, {"start": 1721.86, "end": 1722.12, "word": " أكثر", "probability": 0.9609375}, {"start": 1722.12, "end": 1722.26, "word": " ولا", "probability": 0.89501953125}, {"start": 1722.26, "end": 1722.72, "word": " أقل،", "probability": 0.9617919921875}, {"start": 1722.72, "end": 1722.86, "word": " لكن", "probability": 0.9833984375}, {"start": 1722.86, "end": 1723.08, "word": " أنا", "probability": 0.90673828125}, {"start": 1723.08, "end": 1723.18, "word": " ما", "probability": 0.7705078125}, {"start": 1723.18, "end": 1723.52, "word": " بقدر", "probability": 0.9412434895833334}, {"start": 1723.52, "end": 1724.08, "word": " أتبعها", "probability": 0.9576171875}, {"start": 1724.08, "end": 1724.78, "word": " كاملة", "probability": 0.9908854166666666}, {"start": 1724.78, "end": 1725.06, "word": " إن", "probability": 0.78662109375}, {"start": 1725.06, "end": 1725.32, "word": " هل", "probability": 0.710205078125}, {"start": 1725.32, "end": 1725.64, "word": " فعلا", "probability": 0.8673502604166666}, {"start": 1725.64, "end": 1726.92, "word": " هذه", "probability": 0.88134765625}, {"start": 1726.92, "end": 1727.32, "word": " القيم", "probability": 0.91259765625}, {"start": 1727.32, "end": 1728.3, "word": " دقيقة", "probability": 0.99169921875}, {"start": 1728.3, "end": 1728.54, "word": " مائة", "probability": 0.7537434895833334}, {"start": 1728.54, "end": 1728.88, "word": " بالمائة", "probability": 0.9697265625}, {"start": 1728.88, "end": 1729.02, "word": " ولا", "probability": 0.6259765625}, {"start": 1729.02, "end": 1730.04, "word": " لأ،", "probability": 0.7511393229166666}, {"start": 1730.04, "end": 1730.26, "word": " احنا", "probability": 0.8170572916666666}, {"start": 1730.26, "end": 1730.44, "word": " مش", "probability": 0.9365234375}, {"start": 1730.44, "end": 1731.06, "word": " بنقول", "probability": 0.821044921875}, {"start": 1731.06, "end": 1731.16, "word": " إن", "probability": 0.884765625}, {"start": 1731.16, "end": 1731.28, "word": " هي", "probability": 0.7724609375}, {"start": 1731.28, "end": 1731.42, "word": " مش", "probability": 0.974609375}, {"start": 1731.42, "end": 1731.84, "word": " دقيقة،", "probability": 0.97216796875}, {"start": 1731.84, "end": 1732.22, "word": " ولكن", "probability": 0.82568359375}, {"start": 1732.22, "end": 1733.48, "word": " تتبعها،", "probability": 0.9630533854166666}, {"start": 1733.48, "end": 1733.72, "word": " عملية", "probability": 0.9733072916666666}, {"start": 1733.72, "end": 1733.82, "word": " ال", "probability": 0.98974609375}, {"start": 1733.82, "end": 1734.36, "word": " explanation", "probability": 0.80224609375}, {"start": 1734.36, "end": 1734.66, "word": " هي", "probability": 0.97216796875}, {"start": 1734.66, "end": 1734.76, "word": " اللي", "probability": 0.983642578125}, {"start": 1734.76, "end": 1735.04, "word": " هتكون", "probability": 0.9288736979166666}, {"start": 1735.04, "end": 1735.36, "word": " صعبة", "probability": 0.9368489583333334}], "temperature": 1.0}, {"id": 71, "seek": 176507, "start": 1736.77, "end": 1765.07, "text": "Okay في ال Bayesian برضه في المقابل هي أفضل من حيث الدقة لكن بتعتمد على statistical data exists ان وجود ال statistical data إذا كان والله موجود ال statistical data فبيكون مناسب جدا .. بيكون مناسب جدا في حالة .. في الحالة هذه بده يكون في عند ال knowledge engineer بده يشتغل و هو اللي بده يقود", "tokens": [8297, 8978, 2423, 7840, 42434, 4724, 43042, 3224, 8978, 9673, 4587, 16758, 1211, 39896, 5551, 5172, 11242, 1211, 9154, 11331, 1829, 12984, 32748, 28671, 44381, 39894, 34268, 2304, 3215, 15844, 22820, 1412, 8198, 16472, 49610, 23328, 2423, 22820, 1412, 11933, 15730, 25961, 16070, 43761, 3714, 29245, 23328, 2423, 22820, 1412, 6156, 21292, 30544, 3714, 8315, 35457, 10874, 28259, 4386, 4724, 1829, 30544, 3714, 8315, 35457, 10874, 28259, 8978, 11331, 6027, 3660, 4386, 8978, 21542, 6027, 3660, 29538, 47525, 3224, 7251, 30544, 8978, 43242, 2423, 3601, 11403, 47525, 3224, 7251, 8592, 2655, 17082, 1211, 4032, 31439, 13672, 1829, 47525, 3224, 7251, 4587, 23328], "avg_logprob": -0.1469205108661096, "compression_ratio": 1.8040816326530613, "no_speech_prob": 0.0, "words": [{"start": 1736.77, "end": 1737.07, "word": "Okay", "probability": 0.63818359375}, {"start": 1737.07, "end": 1737.33, "word": " في", "probability": 0.70556640625}, {"start": 1737.33, "end": 1737.41, "word": " ال", "probability": 0.9345703125}, {"start": 1737.41, "end": 1737.83, "word": " Bayesian", "probability": 0.5823974609375}, {"start": 1737.83, "end": 1738.67, "word": " برضه", "probability": 0.9466145833333334}, {"start": 1738.67, "end": 1739.61, "word": " في", "probability": 0.89501953125}, {"start": 1739.61, "end": 1740.29, "word": " المقابل", "probability": 0.9940185546875}, {"start": 1740.29, "end": 1740.83, "word": " هي", "probability": 0.87841796875}, {"start": 1740.83, "end": 1742.07, "word": " أفضل", "probability": 0.9691162109375}, {"start": 1742.07, "end": 1742.41, "word": " من", "probability": 0.99365234375}, {"start": 1742.41, "end": 1742.87, "word": " حيث", "probability": 0.9895833333333334}, {"start": 1742.87, "end": 1743.41, "word": " الدقة", "probability": 0.922607421875}, {"start": 1743.41, "end": 1744.37, "word": " لكن", "probability": 0.8740234375}, {"start": 1744.37, "end": 1745.07, "word": " بتعتمد", "probability": 0.958984375}, {"start": 1745.07, "end": 1745.35, "word": " على", "probability": 0.90087890625}, {"start": 1745.35, "end": 1746.19, "word": " statistical", "probability": 0.90380859375}, {"start": 1746.19, "end": 1746.81, "word": " data", "probability": 0.966796875}, {"start": 1746.81, "end": 1747.73, "word": " exists", "probability": 0.33056640625}, {"start": 1747.73, "end": 1748.07, "word": " ان", "probability": 0.3193359375}, {"start": 1748.07, "end": 1748.75, "word": " وجود", "probability": 0.931640625}, {"start": 1748.75, "end": 1749.29, "word": " ال", "probability": 0.79638671875}, {"start": 1749.29, "end": 1750.01, "word": " statistical", "probability": 0.95751953125}, {"start": 1750.01, "end": 1750.53, "word": " data", "probability": 0.9755859375}, {"start": 1750.53, "end": 1750.99, "word": " إذا", "probability": 0.77587890625}, {"start": 1750.99, "end": 1751.17, "word": " كان", "probability": 0.99169921875}, {"start": 1751.17, "end": 1751.39, "word": " والله", "probability": 0.751953125}, {"start": 1751.39, "end": 1751.77, "word": " موجود", "probability": 0.9781901041666666}, {"start": 1751.77, "end": 1751.87, "word": " ال", "probability": 0.75439453125}, {"start": 1751.87, "end": 1752.89, "word": " statistical", "probability": 0.94287109375}, {"start": 1752.89, "end": 1753.61, "word": " data", "probability": 0.7236328125}, {"start": 1753.61, "end": 1754.45, "word": " فبيكون", "probability": 0.8157552083333334}, {"start": 1754.45, "end": 1754.83, "word": " مناسب", "probability": 0.95361328125}, {"start": 1754.83, "end": 1755.23, "word": " جدا", "probability": 0.983154296875}, {"start": 1755.23, "end": 1755.33, "word": " ..", "probability": 0.49853515625}, {"start": 1755.33, "end": 1755.59, "word": " بيكون", "probability": 0.83740234375}, {"start": 1755.59, "end": 1755.95, "word": " مناسب", "probability": 0.9755859375}, {"start": 1755.95, "end": 1756.35, "word": " جدا", "probability": 0.997802734375}, {"start": 1756.35, "end": 1757.73, "word": " في", "probability": 0.92578125}, {"start": 1757.73, "end": 1758.17, "word": " حالة", "probability": 0.9794921875}, {"start": 1758.17, "end": 1758.49, "word": " ..", "probability": 0.72900390625}, {"start": 1758.49, "end": 1759.31, "word": " في", "probability": 0.9609375}, {"start": 1759.31, "end": 1759.63, "word": " الحالة", "probability": 0.9796549479166666}, {"start": 1759.63, "end": 1759.95, "word": " هذه", "probability": 0.84912109375}, {"start": 1759.95, "end": 1760.69, "word": " بده", "probability": 0.60205078125}, {"start": 1760.69, "end": 1760.91, "word": " يكون", "probability": 0.99072265625}, {"start": 1760.91, "end": 1761.07, "word": " في", "probability": 0.83349609375}, {"start": 1761.07, "end": 1761.29, "word": " عند", "probability": 0.74609375}, {"start": 1761.29, "end": 1761.61, "word": " ال", "probability": 0.52587890625}, {"start": 1761.61, "end": 1762.29, "word": " knowledge", "probability": 0.646484375}, {"start": 1762.29, "end": 1762.77, "word": " engineer", "probability": 0.9697265625}, {"start": 1762.77, "end": 1762.99, "word": " بده", "probability": 0.863037109375}, {"start": 1762.99, "end": 1763.43, "word": " يشتغل", "probability": 0.99541015625}, {"start": 1763.43, "end": 1763.63, "word": " و", "probability": 0.5126953125}, {"start": 1763.63, "end": 1763.77, "word": " هو", "probability": 0.97900390625}, {"start": 1763.77, "end": 1763.89, "word": " اللي", "probability": 0.977783203125}, {"start": 1763.89, "end": 1764.25, "word": " بده", "probability": 0.965576171875}, {"start": 1764.25, "end": 1765.07, "word": " يقود", "probability": 0.9900716145833334}], "temperature": 1.0}, {"id": 72, "seek": 179212, "start": 1765.76, "end": 1792.12, "text": "جزئية ال probability لأنه بده يشتغل على ال probability و بده يشتغل على ال expert كمان بده يكون متوفر لإيش ل ال serious decision analytical conversation بمعنى إنه في ال conversations المحاورة اللي حاتين بين قائد الفريق كله اللي هو ال knowledge engineer و ال expert بحيث إنه يحددوا certainty factor بشكل مناسب", "tokens": [7435, 11622, 19986, 10632, 2423, 8482, 5296, 33456, 3224, 47525, 3224, 7251, 8592, 2655, 17082, 1211, 15844, 2423, 8482, 4032, 47525, 3224, 7251, 8592, 2655, 17082, 1211, 15844, 2423, 5844, 9122, 2304, 7649, 47525, 3224, 7251, 30544, 44650, 38688, 2288, 5296, 28814, 1829, 8592, 5296, 2423, 3156, 3537, 29579, 3761, 4724, 2304, 3615, 1863, 7578, 36145, 3224, 8978, 2423, 7315, 9673, 5016, 995, 13063, 3660, 13672, 1829, 11331, 9307, 9957, 49374, 12174, 16373, 3215, 27188, 16572, 4587, 28242, 3224, 13672, 1829, 31439, 2423, 3601, 11403, 4032, 2423, 5844, 4724, 5016, 1829, 12984, 36145, 3224, 7251, 24401, 3215, 14407, 27022, 5952, 4724, 8592, 28820, 3714, 8315, 35457], "avg_logprob": -0.16632593625059752, "compression_ratio": 1.702290076335878, "no_speech_prob": 0.0, "words": [{"start": 1765.76, "end": 1766.3, "word": "جزئية", "probability": 0.79931640625}, {"start": 1766.3, "end": 1766.56, "word": " ال", "probability": 0.56396484375}, {"start": 1766.56, "end": 1767.14, "word": " probability", "probability": 0.77685546875}, {"start": 1767.14, "end": 1767.74, "word": " لأنه", "probability": 0.8264973958333334}, {"start": 1767.74, "end": 1767.84, "word": " بده", "probability": 0.4324951171875}, {"start": 1767.84, "end": 1768.12, "word": " يشتغل", "probability": 0.98525390625}, {"start": 1768.12, "end": 1768.2, "word": " على", "probability": 0.8330078125}, {"start": 1768.2, "end": 1768.3, "word": " ال", "probability": 0.84814453125}, {"start": 1768.3, "end": 1768.62, "word": " probability", "probability": 0.89013671875}, {"start": 1768.62, "end": 1768.78, "word": " و", "probability": 0.59619140625}, {"start": 1768.78, "end": 1768.88, "word": " بده", "probability": 0.6617431640625}, {"start": 1768.88, "end": 1769.18, "word": " يشتغل", "probability": 0.995703125}, {"start": 1769.18, "end": 1769.34, "word": " على", "probability": 0.92919921875}, {"start": 1769.34, "end": 1769.82, "word": " ال", "probability": 0.8896484375}, {"start": 1769.82, "end": 1770.14, "word": " expert", "probability": 0.8544921875}, {"start": 1770.14, "end": 1770.42, "word": " كمان", "probability": 0.9733072916666666}, {"start": 1770.42, "end": 1770.66, "word": " بده", "probability": 0.635498046875}, {"start": 1770.66, "end": 1770.78, "word": " يكون", "probability": 0.968017578125}, {"start": 1770.78, "end": 1771.38, "word": " متوفر", "probability": 0.9765625}, {"start": 1771.38, "end": 1772.3, "word": " لإيش", "probability": 0.8079833984375}, {"start": 1772.3, "end": 1772.72, "word": " ل", "probability": 0.370361328125}, {"start": 1772.72, "end": 1773.36, "word": " ال", "probability": 0.373291015625}, {"start": 1773.36, "end": 1773.74, "word": " serious", "probability": 0.95458984375}, {"start": 1773.74, "end": 1775.36, "word": " decision", "probability": 0.94970703125}, {"start": 1775.36, "end": 1776.44, "word": " analytical", "probability": 0.7724609375}, {"start": 1776.44, "end": 1781.18, "word": " conversation", "probability": 0.54931640625}, {"start": 1781.18, "end": 1782.34, "word": " بمعنى", "probability": 0.9787109375}, {"start": 1782.34, "end": 1782.76, "word": " إنه", "probability": 0.734375}, {"start": 1782.76, "end": 1782.92, "word": " في", "probability": 0.90087890625}, {"start": 1782.92, "end": 1783.0, "word": " ال", "probability": 0.9873046875}, {"start": 1783.0, "end": 1783.62, "word": " conversations", "probability": 0.96240234375}, {"start": 1783.62, "end": 1784.42, "word": " المحاورة", "probability": 0.962890625}, {"start": 1784.42, "end": 1784.52, "word": " اللي", "probability": 0.95751953125}, {"start": 1784.52, "end": 1784.82, "word": " حاتين", "probability": 0.72314453125}, {"start": 1784.82, "end": 1785.12, "word": " بين", "probability": 0.982421875}, {"start": 1785.12, "end": 1786.3, "word": " قائد", "probability": 0.9773763020833334}, {"start": 1786.3, "end": 1786.66, "word": " الفريق", "probability": 0.99169921875}, {"start": 1786.66, "end": 1786.9, "word": " كله", "probability": 0.993408203125}, {"start": 1786.9, "end": 1786.98, "word": " اللي", "probability": 0.983154296875}, {"start": 1786.98, "end": 1787.12, "word": " هو", "probability": 0.9912109375}, {"start": 1787.12, "end": 1787.24, "word": " ال", "probability": 0.5869140625}, {"start": 1787.24, "end": 1787.42, "word": " knowledge", "probability": 0.90576171875}, {"start": 1787.42, "end": 1787.92, "word": " engineer", "probability": 0.96240234375}, {"start": 1787.92, "end": 1788.26, "word": " و", "probability": 0.6123046875}, {"start": 1788.26, "end": 1788.38, "word": " ال", "probability": 0.90185546875}, {"start": 1788.38, "end": 1788.76, "word": " expert", "probability": 0.96435546875}, {"start": 1788.76, "end": 1789.46, "word": " بحيث", "probability": 0.9859619140625}, {"start": 1789.46, "end": 1789.6, "word": " إنه", "probability": 0.7452392578125}, {"start": 1789.6, "end": 1790.06, "word": " يحددوا", "probability": 0.990966796875}, {"start": 1790.06, "end": 1790.34, "word": " certainty", "probability": 0.457763671875}, {"start": 1790.34, "end": 1790.78, "word": " factor", "probability": 0.92626953125}, {"start": 1790.78, "end": 1791.2, "word": " بشكل", "probability": 0.99169921875}, {"start": 1791.2, "end": 1792.12, "word": " مناسب", "probability": 0.9524739583333334}], "temperature": 1.0}, {"id": 73, "seek": 181567, "start": 1792.97, "end": 1815.67, "text": "مش certainty factor ك certainty factor ولكن عشان يكمل المعلومات لاله probability لاله ال probability يقولنا انه في prior knowledge ضرورية ال prior knowledge ضرورية هذه لازم حدا يكملها و طبعا ال knowledge engineer هو مافي النهاية engineer مش هيكون خبير في كل المجالات فلازم يكون في حدا إيه علاقة بال domain expert ك domain expert يشتغل", "tokens": [2304, 8592, 27022, 5952, 9122, 27022, 5952, 35525, 19452, 6225, 8592, 7649, 7251, 24793, 1211, 9673, 30241, 20498, 9307, 5296, 6027, 3224, 8482, 5296, 6027, 3224, 2423, 8482, 7251, 39648, 8315, 16472, 3224, 8978, 4059, 3601, 48812, 2288, 13063, 10632, 2423, 4059, 3601, 48812, 2288, 13063, 10632, 29538, 5296, 31377, 2304, 11331, 28259, 7251, 24793, 1211, 11296, 4032, 23032, 3555, 3615, 995, 2423, 3601, 11403, 31439, 19446, 41185, 28239, 11296, 10632, 11403, 37893, 39896, 30544, 16490, 3555, 13546, 8978, 28242, 9673, 7435, 6027, 9307, 6156, 1211, 31377, 2304, 7251, 30544, 8978, 11331, 28259, 11933, 1829, 3224, 11203, 995, 28671, 20666, 9274, 5844, 9122, 9274, 5844, 7251, 8592, 2655, 17082, 1211], "avg_logprob": -0.17694256864152513, "compression_ratio": 1.872093023255814, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 1792.97, "end": 1793.27, "word": "مش", "probability": 0.900634765625}, {"start": 1793.27, "end": 1793.53, "word": " certainty", "probability": 0.86328125}, {"start": 1793.53, "end": 1793.93, "word": " factor", "probability": 0.92431640625}, {"start": 1793.93, "end": 1794.05, "word": " ك", "probability": 0.978515625}, {"start": 1794.05, "end": 1794.37, "word": " certainty", "probability": 0.623046875}, {"start": 1794.37, "end": 1794.83, "word": " factor", "probability": 0.93798828125}, {"start": 1794.83, "end": 1795.37, "word": " ولكن", "probability": 0.7381591796875}, {"start": 1795.37, "end": 1795.67, "word": " عشان", "probability": 0.9886067708333334}, {"start": 1795.67, "end": 1796.17, "word": " يكمل", "probability": 0.9676106770833334}, {"start": 1796.17, "end": 1797.09, "word": " المعلومات", "probability": 0.9898681640625}, {"start": 1797.09, "end": 1797.71, "word": " لاله", "probability": 0.4475911458333333}, {"start": 1797.71, "end": 1798.23, "word": " probability", "probability": 0.92724609375}, {"start": 1798.23, "end": 1799.47, "word": " لاله", "probability": 0.8785807291666666}, {"start": 1799.47, "end": 1799.57, "word": " ال", "probability": 0.449462890625}, {"start": 1799.57, "end": 1799.87, "word": " probability", "probability": 0.95849609375}, {"start": 1799.87, "end": 1800.19, "word": " يقولنا", "probability": 0.8977864583333334}, {"start": 1800.19, "end": 1800.41, "word": " انه", "probability": 0.4981689453125}, {"start": 1800.41, "end": 1800.55, "word": " في", "probability": 0.94580078125}, {"start": 1800.55, "end": 1801.19, "word": " prior", "probability": 0.9140625}, {"start": 1801.19, "end": 1801.87, "word": " knowledge", "probability": 0.95068359375}, {"start": 1801.87, "end": 1802.79, "word": " ضرورية", "probability": 0.981201171875}, {"start": 1802.79, "end": 1803.15, "word": " ال", "probability": 0.5419921875}, {"start": 1803.15, "end": 1803.35, "word": " prior", "probability": 0.90771484375}, {"start": 1803.35, "end": 1803.67, "word": " knowledge", "probability": 0.9453125}, {"start": 1803.67, "end": 1804.15, "word": " ضرورية", "probability": 0.92041015625}, {"start": 1804.15, "end": 1804.45, "word": " هذه", "probability": 0.6142578125}, {"start": 1804.45, "end": 1805.17, "word": " لازم", "probability": 0.9934895833333334}, {"start": 1805.17, "end": 1805.47, "word": " حدا", "probability": 0.756103515625}, {"start": 1805.47, "end": 1806.19, "word": " يكملها", "probability": 0.9954833984375}, {"start": 1806.19, "end": 1806.47, "word": " و", "probability": 0.8515625}, {"start": 1806.47, "end": 1806.75, "word": " طبعا", "probability": 0.9337158203125}, {"start": 1806.75, "end": 1806.97, "word": " ال", "probability": 0.98388671875}, {"start": 1806.97, "end": 1807.19, "word": " knowledge", "probability": 0.9423828125}, {"start": 1807.19, "end": 1807.69, "word": " engineer", "probability": 0.91796875}, {"start": 1807.69, "end": 1807.89, "word": " هو", "probability": 0.955078125}, {"start": 1807.89, "end": 1808.05, "word": " مافي", "probability": 0.4442138671875}, {"start": 1808.05, "end": 1808.23, "word": " النهاية", "probability": 0.7552083333333334}, {"start": 1808.23, "end": 1808.81, "word": " engineer", "probability": 0.71240234375}, {"start": 1808.81, "end": 1809.41, "word": " مش", "probability": 0.8837890625}, {"start": 1809.41, "end": 1809.81, "word": " هيكون", "probability": 0.9384765625}, {"start": 1809.81, "end": 1810.31, "word": " خبير", "probability": 0.9646809895833334}, {"start": 1810.31, "end": 1810.47, "word": " في", "probability": 0.97265625}, {"start": 1810.47, "end": 1810.65, "word": " كل", "probability": 0.99462890625}, {"start": 1810.65, "end": 1811.23, "word": " المجالات", "probability": 0.9949951171875}, {"start": 1811.23, "end": 1811.79, "word": " فلازم", "probability": 0.9356689453125}, {"start": 1811.79, "end": 1811.99, "word": " يكون", "probability": 0.9931640625}, {"start": 1811.99, "end": 1812.11, "word": " في", "probability": 0.884765625}, {"start": 1812.11, "end": 1812.33, "word": " حدا", "probability": 0.849365234375}, {"start": 1812.33, "end": 1812.45, "word": " إيه", "probability": 0.5880533854166666}, {"start": 1812.45, "end": 1812.85, "word": " علاقة", "probability": 0.8440755208333334}, {"start": 1812.85, "end": 1813.13, "word": " بال", "probability": 0.259033203125}, {"start": 1813.13, "end": 1813.57, "word": " domain", "probability": 0.9814453125}, {"start": 1813.57, "end": 1814.45, "word": " expert", "probability": 0.82958984375}, {"start": 1814.45, "end": 1814.65, "word": " ك", "probability": 0.74951171875}, {"start": 1814.65, "end": 1814.85, "word": " domain", "probability": 0.94189453125}, {"start": 1814.85, "end": 1815.19, "word": " expert", "probability": 0.94140625}, {"start": 1815.19, "end": 1815.67, "word": " يشتغل", "probability": 0.99306640625}], "temperature": 1.0}, {"id": 74, "seek": 183719, "start": 1816.63, "end": 1837.19, "text": "عليها طيب الإشكالية قعدت في ال .. في ال Bayesian approach might be too arbitrary and even biased to produce meaningful results بمعنى إنه ممكن جدا يصير ال biasing اللي تاوي اتكلمنا عنه في فهمنا ل", "tokens": [3615, 20292, 11296, 23032, 1829, 3555, 33688, 8592, 4117, 6027, 10632, 12174, 22488, 2655, 8978, 2423, 4386, 8978, 2423, 7840, 42434, 3109, 1062, 312, 886, 23211, 293, 754, 28035, 281, 5258, 10995, 3542, 4724, 2304, 3615, 1863, 7578, 36145, 3224, 3714, 43020, 10874, 28259, 7251, 9381, 13546, 2423, 3228, 3349, 13672, 1829, 6055, 995, 45865, 1975, 2655, 4117, 19528, 8315, 18871, 3224, 8978, 6156, 16095, 8315, 5296], "avg_logprob": -0.2281709508422543, "compression_ratio": 1.35, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 1816.63, "end": 1817.13, "word": "عليها", "probability": 0.7054443359375}, {"start": 1817.13, "end": 1817.63, "word": " طيب", "probability": 0.7974446614583334}, {"start": 1817.63, "end": 1818.41, "word": " الإشكالية", "probability": 0.83193359375}, {"start": 1818.41, "end": 1818.67, "word": " قعدت", "probability": 0.7482096354166666}, {"start": 1818.67, "end": 1818.79, "word": " في", "probability": 0.94873046875}, {"start": 1818.79, "end": 1818.97, "word": " ال", "probability": 0.97998046875}, {"start": 1818.97, "end": 1819.55, "word": " ..", "probability": 0.54931640625}, {"start": 1819.55, "end": 1820.35, "word": " في", "probability": 0.76123046875}, {"start": 1820.35, "end": 1820.55, "word": " ال", "probability": 0.91015625}, {"start": 1820.55, "end": 1821.03, "word": " Bayesian", "probability": 0.714599609375}, {"start": 1821.03, "end": 1821.75, "word": " approach", "probability": 0.9765625}, {"start": 1821.75, "end": 1822.87, "word": " might", "probability": 0.91748046875}, {"start": 1822.87, "end": 1823.11, "word": " be", "probability": 0.96728515625}, {"start": 1823.11, "end": 1823.45, "word": " too", "probability": 0.84521484375}, {"start": 1823.45, "end": 1824.21, "word": " arbitrary", "probability": 0.83154296875}, {"start": 1824.21, "end": 1825.13, "word": " and", "probability": 0.94091796875}, {"start": 1825.13, "end": 1826.25, "word": " even", "probability": 0.9013671875}, {"start": 1826.25, "end": 1827.01, "word": " biased", "probability": 0.94921875}, {"start": 1827.01, "end": 1828.21, "word": " to", "probability": 0.97509765625}, {"start": 1828.21, "end": 1828.73, "word": " produce", "probability": 0.87548828125}, {"start": 1828.73, "end": 1831.37, "word": " meaningful", "probability": 0.80078125}, {"start": 1831.37, "end": 1832.39, "word": " results", "probability": 0.89990234375}, {"start": 1832.39, "end": 1833.07, "word": " بمعنى", "probability": 0.94814453125}, {"start": 1833.07, "end": 1833.35, "word": " إنه", "probability": 0.7044677734375}, {"start": 1833.35, "end": 1833.57, "word": " ممكن", "probability": 0.990234375}, {"start": 1833.57, "end": 1833.87, "word": " جدا", "probability": 0.97216796875}, {"start": 1833.87, "end": 1834.17, "word": " يصير", "probability": 0.92578125}, {"start": 1834.17, "end": 1834.27, "word": " ال", "probability": 0.978515625}, {"start": 1834.27, "end": 1834.65, "word": " biasing", "probability": 0.666259765625}, {"start": 1834.65, "end": 1834.81, "word": " اللي", "probability": 0.93359375}, {"start": 1834.81, "end": 1834.97, "word": " تاوي", "probability": 0.3965657552083333}, {"start": 1834.97, "end": 1835.45, "word": " اتكلمنا", "probability": 0.8673828125}, {"start": 1835.45, "end": 1835.77, "word": " عنه", "probability": 0.99169921875}, {"start": 1835.77, "end": 1836.15, "word": " في", "probability": 0.84912109375}, {"start": 1836.15, "end": 1836.69, "word": " فهمنا", "probability": 0.9889322916666666}, {"start": 1836.69, "end": 1837.19, "word": " ل", "probability": 0.896484375}], "temperature": 1.0}, {"id": 75, "seek": 185868, "start": 1837.68, "end": 1858.68, "text": "ال .. ال Bayesian rule أو ال condition ال probability من خلال أنه يكون في عنده بعض ال conditions specific conditions غائبة بعض ال rules مش موجودة أحيانا أحد ال terms في ال .. في القواعد البيانات ممكن ما تكونش موجودة أو تكون مفقودة فبت .. يعني خليني أقول بتقلل من مصداقية ال statistical", "tokens": [6027, 4386, 2423, 7840, 42434, 4978, 34051, 2423, 4188, 2423, 8482, 9154, 16490, 1211, 6027, 14739, 3224, 7251, 30544, 8978, 43242, 3224, 45030, 11242, 2423, 4487, 2685, 4487, 32771, 16373, 49401, 45030, 11242, 2423, 4474, 37893, 3714, 29245, 23328, 3660, 5551, 5016, 1829, 7649, 995, 5551, 24401, 2423, 2115, 8978, 2423, 4386, 8978, 25062, 14407, 22488, 2423, 21292, 7649, 9307, 3714, 43020, 19446, 6055, 30544, 8592, 3714, 29245, 23328, 3660, 34051, 6055, 30544, 3714, 5172, 4587, 23328, 3660, 6156, 3555, 2655, 4386, 37495, 22653, 16490, 1211, 9957, 1829, 5551, 39648, 39894, 4587, 1211, 1211, 9154, 3714, 9381, 28259, 4587, 10632, 2423, 22820], "avg_logprob": -0.12378640776699029, "compression_ratio": 1.72, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1837.68, "end": 1838.04, "word": "ال", "probability": 0.849609375}, {"start": 1838.04, "end": 1838.28, "word": " ..", "probability": 0.498779296875}, {"start": 1838.28, "end": 1838.7, "word": " ال", "probability": 0.9501953125}, {"start": 1838.7, "end": 1839.1, "word": " Bayesian", "probability": 0.5933837890625}, {"start": 1839.1, "end": 1839.4, "word": " rule", "probability": 0.61962890625}, {"start": 1839.4, "end": 1840.0, "word": " أو", "probability": 0.81689453125}, {"start": 1840.0, "end": 1840.54, "word": " ال", "probability": 0.98095703125}, {"start": 1840.54, "end": 1840.9, "word": " condition", "probability": 0.93896484375}, {"start": 1840.9, "end": 1841.06, "word": " ال", "probability": 0.607421875}, {"start": 1841.06, "end": 1841.6, "word": " probability", "probability": 0.947265625}, {"start": 1841.6, "end": 1842.14, "word": " من", "probability": 0.9814453125}, {"start": 1842.14, "end": 1842.56, "word": " خلال", "probability": 0.9972330729166666}, {"start": 1842.56, "end": 1842.82, "word": " أنه", "probability": 0.6658935546875}, {"start": 1842.82, "end": 1843.02, "word": " يكون", "probability": 0.992919921875}, {"start": 1843.02, "end": 1843.18, "word": " في", "probability": 0.96435546875}, {"start": 1843.18, "end": 1843.7, "word": " عنده", "probability": 0.5499267578125}, {"start": 1843.7, "end": 1844.12, "word": " بعض", "probability": 0.991455078125}, {"start": 1844.12, "end": 1844.22, "word": " ال", "probability": 0.98291015625}, {"start": 1844.22, "end": 1844.64, "word": " conditions", "probability": 0.93896484375}, {"start": 1844.64, "end": 1845.12, "word": " specific", "probability": 0.80810546875}, {"start": 1845.12, "end": 1845.76, "word": " conditions", "probability": 0.91796875}, {"start": 1845.76, "end": 1846.22, "word": " غائبة", "probability": 0.9886067708333334}, {"start": 1846.22, "end": 1847.3, "word": " بعض", "probability": 0.772216796875}, {"start": 1847.3, "end": 1847.58, "word": " ال", "probability": 0.994140625}, {"start": 1847.58, "end": 1848.0, "word": " rules", "probability": 0.84326171875}, {"start": 1848.0, "end": 1848.24, "word": " مش", "probability": 0.986328125}, {"start": 1848.24, "end": 1848.84, "word": " موجودة", "probability": 0.9952392578125}, {"start": 1848.84, "end": 1849.76, "word": " أحيانا", "probability": 0.96787109375}, {"start": 1849.76, "end": 1850.42, "word": " أحد", "probability": 0.948974609375}, {"start": 1850.42, "end": 1850.6, "word": " ال", "probability": 0.97509765625}, {"start": 1850.6, "end": 1851.02, "word": " terms", "probability": 0.94677734375}, {"start": 1851.02, "end": 1851.32, "word": " في", "probability": 0.951171875}, {"start": 1851.32, "end": 1851.48, "word": " ال", "probability": 0.62646484375}, {"start": 1851.48, "end": 1851.48, "word": " ..", "probability": 0.9267578125}, {"start": 1851.48, "end": 1851.6, "word": " في", "probability": 0.9619140625}, {"start": 1851.6, "end": 1851.96, "word": " القواعد", "probability": 0.984375}, {"start": 1851.96, "end": 1852.36, "word": " البيانات", "probability": 0.83056640625}, {"start": 1852.36, "end": 1852.62, "word": " ممكن", "probability": 0.986328125}, {"start": 1852.62, "end": 1852.76, "word": " ما", "probability": 0.82275390625}, {"start": 1852.76, "end": 1853.2, "word": " تكونش", "probability": 0.9246419270833334}, {"start": 1853.2, "end": 1853.7, "word": " موجودة", "probability": 0.9913330078125}, {"start": 1853.7, "end": 1853.8, "word": " أو", "probability": 0.68017578125}, {"start": 1853.8, "end": 1853.96, "word": " تكون", "probability": 0.945556640625}, {"start": 1853.96, "end": 1854.52, "word": " مفقودة", "probability": 0.97958984375}, {"start": 1854.52, "end": 1855.12, "word": " فبت", "probability": 0.85009765625}, {"start": 1855.12, "end": 1855.26, "word": " ..", "probability": 0.80126953125}, {"start": 1855.26, "end": 1855.48, "word": " يعني", "probability": 0.979248046875}, {"start": 1855.48, "end": 1855.8, "word": " خليني", "probability": 0.8741455078125}, {"start": 1855.8, "end": 1855.92, "word": " أقول", "probability": 0.91455078125}, {"start": 1855.92, "end": 1856.62, "word": " بتقلل", "probability": 0.9788818359375}, {"start": 1856.62, "end": 1856.78, "word": " من", "probability": 0.99462890625}, {"start": 1856.78, "end": 1857.44, "word": " مصداقية", "probability": 0.89345703125}, {"start": 1857.44, "end": 1858.18, "word": " ال", "probability": 0.9716796875}, {"start": 1858.18, "end": 1858.68, "word": " statistical", "probability": 0.96337890625}], "temperature": 1.0}, {"id": 76, "seek": 187944, "start": 1859.74, "end": 1879.44, "text": "information بتاعتنا واللي هنحتاجها في الآخر لل probability للبيزيان rule أو للبيزيان approach وهذا هيخليها arbitrary شوية فيها عشوائية فيها أو خلّيني نقول فيها biasing انحياز للبيانات اللي تم فقدها وهذا طبعا هيكون إشكال، هيكون إشكال", "tokens": [20941, 39894, 995, 34268, 8315, 16070, 20292, 8032, 1863, 33753, 26108, 11296, 8978, 6024, 95, 34740, 24976, 8482, 24976, 21292, 11622, 1829, 7649, 4978, 34051, 24976, 21292, 11622, 1829, 7649, 3109, 37037, 15730, 39896, 9778, 20292, 11296, 23211, 13412, 2407, 10632, 8978, 11296, 6225, 8592, 2407, 16373, 10632, 8978, 11296, 34051, 16490, 1211, 11703, 9957, 1829, 8717, 39648, 8978, 11296, 3228, 3349, 16472, 5016, 1829, 31377, 24976, 21292, 7649, 9307, 13672, 1829, 46811, 6156, 28543, 11296, 37037, 15730, 23032, 3555, 3615, 995, 39896, 30544, 11933, 8592, 4117, 6027, 12399, 39896, 30544, 11933, 8592, 4117, 6027], "avg_logprob": -0.2184244835128387, "compression_ratio": 1.6995515695067265, "no_speech_prob": 1.7881393432617188e-06, "words": [{"start": 1859.74, "end": 1860.34, "word": "information", "probability": 0.286865234375}, {"start": 1860.34, "end": 1860.88, "word": " بتاعتنا", "probability": 0.9051513671875}, {"start": 1860.88, "end": 1861.3, "word": " واللي", "probability": 0.67431640625}, {"start": 1861.3, "end": 1861.82, "word": " هنحتاجها", "probability": 0.828515625}, {"start": 1861.82, "end": 1861.9, "word": " في", "probability": 0.9052734375}, {"start": 1861.9, "end": 1862.2, "word": " الآخر", "probability": 0.8147786458333334}, {"start": 1862.2, "end": 1862.36, "word": " لل", "probability": 0.401611328125}, {"start": 1862.36, "end": 1862.86, "word": " probability", "probability": 0.666015625}, {"start": 1862.86, "end": 1863.44, "word": " للبيزيان", "probability": 0.6665283203125}, {"start": 1863.44, "end": 1863.68, "word": " rule", "probability": 0.4140625}, {"start": 1863.68, "end": 1864.02, "word": " أو", "probability": 0.775390625}, {"start": 1864.02, "end": 1864.64, "word": " للبيزيان", "probability": 0.9140625}, {"start": 1864.64, "end": 1865.4, "word": " approach", "probability": 0.97216796875}, {"start": 1865.4, "end": 1865.9, "word": " وهذا", "probability": 0.796630859375}, {"start": 1865.9, "end": 1866.52, "word": " هيخليها", "probability": 0.8690185546875}, {"start": 1866.52, "end": 1867.3, "word": " arbitrary", "probability": 0.79443359375}, {"start": 1867.3, "end": 1868.38, "word": " شوية", "probability": 0.8015950520833334}, {"start": 1868.38, "end": 1869.0, "word": " فيها", "probability": 0.892822265625}, {"start": 1869.0, "end": 1870.76, "word": " عشوائية", "probability": 0.98896484375}, {"start": 1870.76, "end": 1871.16, "word": " فيها", "probability": 0.9765625}, {"start": 1871.16, "end": 1871.48, "word": " أو", "probability": 0.67041015625}, {"start": 1871.48, "end": 1871.78, "word": " خلّيني", "probability": 0.8201171875}, {"start": 1871.78, "end": 1871.94, "word": " نقول", "probability": 0.6702880859375}, {"start": 1871.94, "end": 1872.18, "word": " فيها", "probability": 0.91552734375}, {"start": 1872.18, "end": 1872.92, "word": " biasing", "probability": 0.7359619140625}, {"start": 1872.92, "end": 1873.98, "word": " انحياز", "probability": 0.8739013671875}, {"start": 1873.98, "end": 1875.46, "word": " للبيانات", "probability": 0.889404296875}, {"start": 1875.46, "end": 1875.6, "word": " اللي", "probability": 0.87353515625}, {"start": 1875.6, "end": 1875.76, "word": " تم", "probability": 0.9248046875}, {"start": 1875.76, "end": 1876.34, "word": " فقدها", "probability": 0.990234375}, {"start": 1876.34, "end": 1877.32, "word": " وهذا", "probability": 0.95166015625}, {"start": 1877.32, "end": 1877.6, "word": " طبعا", "probability": 0.988037109375}, {"start": 1877.6, "end": 1878.06, "word": " هيكون", "probability": 0.685302734375}, {"start": 1878.06, "end": 1878.74, "word": " إشكال،", "probability": 0.78251953125}, {"start": 1878.74, "end": 1879.02, "word": " هيكون", "probability": 0.88916015625}, {"start": 1879.02, "end": 1879.44, "word": " إشكال", "probability": 0.9913330078125}], "temperature": 1.0}, {"id": 77, "seek": 189997, "start": 1880.51, "end": 1899.97, "text": "في هيك حالة هكون من باب أدعى إنه نرجع برضه لل domain أو لل human expert عشان يكمللنا هذه المعلومات الحاجة الأهم اللي بتخلي الناس تروح ل uncertainty factor هي إن ال Bayesian rule exponential complexity exponential complexity من ناحية time و", "tokens": [41185, 39896, 4117, 11331, 6027, 3660, 8032, 30544, 9154, 4724, 16758, 5551, 3215, 3615, 7578, 36145, 3224, 8717, 47341, 3615, 4724, 43042, 3224, 24976, 9274, 34051, 24976, 1952, 5844, 6225, 8592, 7649, 7251, 24793, 1211, 1211, 8315, 29538, 9673, 30241, 20498, 9307, 21542, 26108, 3660, 16247, 16095, 13672, 1829, 39894, 9778, 20292, 2423, 8315, 3794, 6055, 32887, 5016, 5296, 15697, 5952, 39896, 36145, 2423, 7840, 42434, 4978, 21510, 14024, 21510, 14024, 9154, 8717, 39319, 10632, 565, 4032], "avg_logprob": -0.17027244162865174, "compression_ratio": 1.5065502183406114, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1880.51, "end": 1880.75, "word": "في", "probability": 0.85693359375}, {"start": 1880.75, "end": 1881.13, "word": " هيك", "probability": 0.708984375}, {"start": 1881.13, "end": 1881.61, "word": " حالة", "probability": 0.9959309895833334}, {"start": 1881.61, "end": 1881.99, "word": " هكون", "probability": 0.489501953125}, {"start": 1881.99, "end": 1882.11, "word": " من", "probability": 0.9599609375}, {"start": 1882.11, "end": 1882.31, "word": " باب", "probability": 0.980224609375}, {"start": 1882.31, "end": 1882.79, "word": " أدعى", "probability": 0.89013671875}, {"start": 1882.79, "end": 1883.21, "word": " إنه", "probability": 0.64697265625}, {"start": 1883.21, "end": 1883.97, "word": " نرجع", "probability": 0.9811197916666666}, {"start": 1883.97, "end": 1884.31, "word": " برضه", "probability": 0.9415690104166666}, {"start": 1884.31, "end": 1884.67, "word": " لل", "probability": 0.76171875}, {"start": 1884.67, "end": 1885.45, "word": " domain", "probability": 0.97900390625}, {"start": 1885.45, "end": 1885.75, "word": " أو", "probability": 0.88720703125}, {"start": 1885.75, "end": 1885.93, "word": " لل", "probability": 0.81396484375}, {"start": 1885.93, "end": 1886.29, "word": " human", "probability": 0.89404296875}, {"start": 1886.29, "end": 1887.11, "word": " expert", "probability": 0.8984375}, {"start": 1887.11, "end": 1887.73, "word": " عشان", "probability": 0.970703125}, {"start": 1887.73, "end": 1888.33, "word": " يكمللنا", "probability": 0.92109375}, {"start": 1888.33, "end": 1888.57, "word": " هذه", "probability": 0.9716796875}, {"start": 1888.57, "end": 1889.09, "word": " المعلومات", "probability": 0.9908447265625}, {"start": 1889.09, "end": 1890.09, "word": " الحاجة", "probability": 0.9490559895833334}, {"start": 1890.09, "end": 1890.53, "word": " الأهم", "probability": 0.99267578125}, {"start": 1890.53, "end": 1890.67, "word": " اللي", "probability": 0.926025390625}, {"start": 1890.67, "end": 1891.05, "word": " بتخلي", "probability": 0.8527018229166666}, {"start": 1891.05, "end": 1891.27, "word": " الناس", "probability": 0.9908854166666666}, {"start": 1891.27, "end": 1891.55, "word": " تروح", "probability": 0.98388671875}, {"start": 1891.55, "end": 1891.69, "word": " ل", "probability": 0.78369140625}, {"start": 1891.69, "end": 1892.15, "word": " uncertainty", "probability": 0.2308349609375}, {"start": 1892.15, "end": 1892.65, "word": " factor", "probability": 0.919921875}, {"start": 1892.65, "end": 1893.37, "word": " هي", "probability": 0.8544921875}, {"start": 1893.37, "end": 1893.59, "word": " إن", "probability": 0.51953125}, {"start": 1893.59, "end": 1893.69, "word": " ال", "probability": 0.75634765625}, {"start": 1893.69, "end": 1894.03, "word": " Bayesian", "probability": 0.7177734375}, {"start": 1894.03, "end": 1894.35, "word": " rule", "probability": 0.85205078125}, {"start": 1894.35, "end": 1895.15, "word": " exponential", "probability": 0.771484375}, {"start": 1895.15, "end": 1896.45, "word": " complexity", "probability": 0.947265625}, {"start": 1896.45, "end": 1897.27, "word": " exponential", "probability": 0.44873046875}, {"start": 1897.27, "end": 1897.83, "word": " complexity", "probability": 0.97119140625}, {"start": 1897.83, "end": 1898.01, "word": " من", "probability": 0.97216796875}, {"start": 1898.01, "end": 1898.67, "word": " ناحية", "probability": 0.98583984375}, {"start": 1898.67, "end": 1899.13, "word": " time", "probability": 0.450439453125}, {"start": 1899.13, "end": 1899.97, "word": " و", "probability": 0.94189453125}], "temperature": 1.0}, {"id": 78, "seek": 192920, "start": 1900.76, "end": 1929.2, "text": "ال space و هذه أكبر مشكلة ممكنة لما يكون عنده ال knowledge كبيرة ال knowledge عنده كبيرة فأهم نقطة و كل مهندسين حاسوب يعلموا ذلك أهم نقطة هي ال complexity سواء time أو space هذه هتكون مفقودة من ناحية ال improvement في ال Bayesian وهذا اللي هيخل الناس تروح ل certainty factor certainty factor حقيقة هي للمرة القادمة هنكمل فيها في الفضي", "tokens": [6027, 1901, 4032, 29538, 5551, 4117, 26890, 37893, 28820, 3660, 3714, 43020, 3660, 5296, 15042, 7251, 30544, 43242, 3224, 2423, 3601, 9122, 3555, 48923, 2423, 3601, 43242, 3224, 9122, 3555, 48923, 6156, 10721, 16095, 8717, 47432, 3660, 4032, 28242, 3714, 3224, 41260, 3794, 9957, 11331, 32277, 37746, 37495, 19528, 14407, 29910, 23275, 5551, 16095, 8717, 47432, 3660, 39896, 2423, 14024, 8608, 2407, 16606, 565, 34051, 1901, 29538, 8032, 2655, 30544, 3714, 5172, 4587, 23328, 3660, 9154, 8717, 39319, 10632, 2423, 10444, 8978, 2423, 7840, 42434, 37037, 15730, 13672, 1829, 39896, 9778, 1211, 2423, 8315, 3794, 6055, 32887, 5016, 5296, 27022, 5952, 27022, 5952, 11331, 38436, 28671, 39896, 5296, 19528, 25720, 25062, 18513, 46007, 8032, 1863, 24793, 1211, 8978, 11296, 8978, 27188, 11242, 1829], "avg_logprob": -0.1465473723027014, "compression_ratio": 1.7671232876712328, "no_speech_prob": 4.410743713378906e-06, "words": [{"start": 1900.76, "end": 1901.42, "word": "ال", "probability": 0.611328125}, {"start": 1901.42, "end": 1901.9, "word": " space", "probability": 0.5966796875}, {"start": 1901.9, "end": 1902.3, "word": " و", "probability": 0.2308349609375}, {"start": 1902.3, "end": 1902.5, "word": " هذه", "probability": 0.490478515625}, {"start": 1902.5, "end": 1902.9, "word": " أكبر", "probability": 0.91357421875}, {"start": 1902.9, "end": 1903.42, "word": " مشكلة", "probability": 0.9856770833333334}, {"start": 1903.42, "end": 1904.18, "word": " ممكنة", "probability": 0.9807942708333334}, {"start": 1904.18, "end": 1904.42, "word": " لما", "probability": 0.930419921875}, {"start": 1904.42, "end": 1904.62, "word": " يكون", "probability": 0.958251953125}, {"start": 1904.62, "end": 1905.04, "word": " عنده", "probability": 0.719482421875}, {"start": 1905.04, "end": 1905.64, "word": " ال", "probability": 0.69287109375}, {"start": 1905.64, "end": 1906.02, "word": " knowledge", "probability": 0.93896484375}, {"start": 1906.02, "end": 1906.48, "word": " كبيرة", "probability": 0.9798177083333334}, {"start": 1906.48, "end": 1906.86, "word": " ال", "probability": 0.6484375}, {"start": 1906.86, "end": 1907.04, "word": " knowledge", "probability": 0.94287109375}, {"start": 1907.04, "end": 1907.44, "word": " عنده", "probability": 0.8017578125}, {"start": 1907.44, "end": 1908.0, "word": " كبيرة", "probability": 0.9832356770833334}, {"start": 1908.0, "end": 1908.84, "word": " فأهم", "probability": 0.96240234375}, {"start": 1908.84, "end": 1909.36, "word": " نقطة", "probability": 0.9873046875}, {"start": 1909.36, "end": 1909.52, "word": " و", "probability": 0.94140625}, {"start": 1909.52, "end": 1909.74, "word": " كل", "probability": 0.89306640625}, {"start": 1909.74, "end": 1910.4, "word": " مهندسين", "probability": 0.92236328125}, {"start": 1910.4, "end": 1910.74, "word": " حاسوب", "probability": 0.726806640625}, {"start": 1910.74, "end": 1911.14, "word": " يعلموا", "probability": 0.94287109375}, {"start": 1911.14, "end": 1911.48, "word": " ذلك", "probability": 0.9921875}, {"start": 1911.48, "end": 1911.88, "word": " أهم", "probability": 0.9306640625}, {"start": 1911.88, "end": 1912.2, "word": " نقطة", "probability": 0.9890950520833334}, {"start": 1912.2, "end": 1912.42, "word": " هي", "probability": 0.9267578125}, {"start": 1912.42, "end": 1912.92, "word": " ال", "probability": 0.94287109375}, {"start": 1912.92, "end": 1913.44, "word": " complexity", "probability": 0.970703125}, {"start": 1913.44, "end": 1913.84, "word": " سواء", "probability": 0.984375}, {"start": 1913.84, "end": 1914.24, "word": " time", "probability": 0.452880859375}, {"start": 1914.24, "end": 1914.6, "word": " أو", "probability": 0.7548828125}, {"start": 1914.6, "end": 1915.96, "word": " space", "probability": 0.9443359375}, {"start": 1915.96, "end": 1917.24, "word": " هذه", "probability": 0.7373046875}, {"start": 1917.24, "end": 1917.54, "word": " هتكون", "probability": 0.9261067708333334}, {"start": 1917.54, "end": 1918.56, "word": " مفقودة", "probability": 0.97783203125}, {"start": 1918.56, "end": 1918.76, "word": " من", "probability": 0.994140625}, {"start": 1918.76, "end": 1919.1, "word": " ناحية", "probability": 0.9923502604166666}, {"start": 1919.1, "end": 1919.24, "word": " ال", "probability": 0.98681640625}, {"start": 1919.24, "end": 1919.66, "word": " improvement", "probability": 0.96728515625}, {"start": 1919.66, "end": 1920.28, "word": " في", "probability": 0.904296875}, {"start": 1920.28, "end": 1920.64, "word": " ال", "probability": 0.916015625}, {"start": 1920.64, "end": 1921.0, "word": " Bayesian", "probability": 0.58447265625}, {"start": 1921.0, "end": 1921.48, "word": " وهذا", "probability": 0.660888671875}, {"start": 1921.48, "end": 1921.56, "word": " اللي", "probability": 0.933837890625}, {"start": 1921.56, "end": 1921.88, "word": " هيخل", "probability": 0.626953125}, {"start": 1921.88, "end": 1922.1, "word": " الناس", "probability": 0.9013671875}, {"start": 1922.1, "end": 1922.46, "word": " تروح", "probability": 0.9425455729166666}, {"start": 1922.46, "end": 1922.68, "word": " ل", "probability": 0.90478515625}, {"start": 1922.68, "end": 1923.12, "word": " certainty", "probability": 0.7763671875}, {"start": 1923.12, "end": 1923.58, "word": " factor", "probability": 0.93310546875}, {"start": 1923.58, "end": 1924.2, "word": " certainty", "probability": 0.6083984375}, {"start": 1924.2, "end": 1924.64, "word": " factor", "probability": 0.9404296875}, {"start": 1924.64, "end": 1925.14, "word": " حقيقة", "probability": 0.9391276041666666}, {"start": 1925.14, "end": 1925.76, "word": " هي", "probability": 0.9521484375}, {"start": 1925.76, "end": 1926.24, "word": " للمرة", "probability": 0.9529622395833334}, {"start": 1926.24, "end": 1926.88, "word": " القادمة", "probability": 0.9933268229166666}, {"start": 1926.88, "end": 1927.96, "word": " هنكمل", "probability": 0.9735107421875}, {"start": 1927.96, "end": 1928.36, "word": " فيها", "probability": 0.991943359375}, {"start": 1928.36, "end": 1928.8, "word": " في", "probability": 0.95458984375}, {"start": 1928.8, "end": 1929.2, "word": " الفضي", "probability": 0.6494954427083334}], "temperature": 1.0}, {"id": 79, "seek": 195515, "start": 1930.01, "end": 1955.15, "text": "هنتعامل معاها ك certainty factors ونترجم بعض مصطلحات و نعمل لها بعض ال process المعينة فهنعتمد بشكل أكبر على ال certainty factor لأنها هتكون أسرع في التنفيذ أسرع في التنفيذ و أسهل في كمان مرة بنقولها ال explanation في ال explanation فللمرة القادمة ان شاء الله تعالى ناخد موضوعنا الجديد اللي هو ال fuzzy فيعطيكم الصحة والعافية و البركة الله فيكم و شكرا", "tokens": [3224, 1863, 2655, 3615, 10943, 1211, 20449, 995, 11296, 9122, 27022, 6771, 4032, 29399, 47341, 2304, 45030, 11242, 3714, 9381, 9566, 1211, 5016, 9307, 4032, 8717, 25957, 1211, 5296, 11296, 45030, 11242, 2423, 1399, 9673, 3615, 9957, 3660, 6156, 3224, 1863, 34268, 2304, 3215, 4724, 8592, 28820, 5551, 4117, 26890, 15844, 2423, 27022, 5952, 5296, 33456, 11296, 8032, 2655, 30544, 5551, 3794, 2288, 3615, 8978, 16712, 1863, 41185, 8848, 5551, 3794, 2288, 3615, 8978, 16712, 1863, 41185, 8848, 4032, 5551, 3794, 3224, 1211, 8978, 9122, 2304, 7649, 3714, 25720, 44945, 39648, 11296, 2423, 10835, 8978, 2423, 10835, 6156, 1211, 19528, 25720, 25062, 18513, 46007, 16472, 13412, 16606, 21984, 37279, 6027, 7578, 8717, 47283, 3215, 3714, 2407, 11242, 45367, 8315, 25724, 16254, 3215, 13672, 1829, 31439, 2423, 34710, 6156, 40228, 9566, 1829, 24793, 31767, 5016, 3660, 16070, 3615, 31845, 10632, 4032, 29739, 31747, 3660, 21984, 8978, 24793, 4032, 13412, 4117, 23557], "avg_logprob": -0.14052152238934246, "compression_ratio": 1.8852459016393444, "no_speech_prob": 0.0020351409912109375, "words": [{"start": 1930.01, "end": 1930.65, "word": "هنتعامل", "probability": 0.77978515625}, {"start": 1930.65, "end": 1930.93, "word": " معاها", "probability": 0.8740234375}, {"start": 1930.93, "end": 1931.11, "word": " ك", "probability": 0.98681640625}, {"start": 1931.11, "end": 1931.43, "word": " certainty", "probability": 0.58544921875}, {"start": 1931.43, "end": 1932.05, "word": " factors", "probability": 0.9423828125}, {"start": 1932.05, "end": 1933.51, "word": " ونترجم", "probability": 0.827392578125}, {"start": 1933.51, "end": 1933.87, "word": " بعض", "probability": 0.965087890625}, {"start": 1933.87, "end": 1934.53, "word": " مصطلحات", "probability": 0.972412109375}, {"start": 1934.53, "end": 1934.63, "word": " و", "probability": 0.91162109375}, {"start": 1934.63, "end": 1934.93, "word": " نعمل", "probability": 0.8797200520833334}, {"start": 1934.93, "end": 1935.19, "word": " لها", "probability": 0.85498046875}, {"start": 1935.19, "end": 1935.89, "word": " بعض", "probability": 0.96630859375}, {"start": 1935.89, "end": 1936.01, "word": " ال", "probability": 0.9814453125}, {"start": 1936.01, "end": 1936.33, "word": " process", "probability": 0.9287109375}, {"start": 1936.33, "end": 1937.01, "word": " المعينة", "probability": 0.9703369140625}, {"start": 1937.01, "end": 1937.97, "word": " فهنعتمد", "probability": 0.9449055989583334}, {"start": 1937.97, "end": 1938.41, "word": " بشكل", "probability": 0.9915364583333334}, {"start": 1938.41, "end": 1939.03, "word": " أكبر", "probability": 0.9195963541666666}, {"start": 1939.03, "end": 1939.25, "word": " على", "probability": 0.90380859375}, {"start": 1939.25, "end": 1939.33, "word": " ال", "probability": 0.537109375}, {"start": 1939.33, "end": 1939.61, "word": " certainty", "probability": 0.89794921875}, {"start": 1939.61, "end": 1940.09, "word": " factor", "probability": 0.83056640625}, {"start": 1940.09, "end": 1940.81, "word": " لأنها", "probability": 0.9098307291666666}, {"start": 1940.81, "end": 1941.27, "word": " هتكون", "probability": 0.9768880208333334}, {"start": 1941.27, "end": 1941.79, "word": " أسرع", "probability": 0.9755859375}, {"start": 1941.79, "end": 1941.95, "word": " في", "probability": 0.9228515625}, {"start": 1941.95, "end": 1942.49, "word": " التنفيذ", "probability": 0.9736328125}, {"start": 1942.49, "end": 1942.79, "word": " أسرع", "probability": 0.823974609375}, {"start": 1942.79, "end": 1942.89, "word": " في", "probability": 0.966796875}, {"start": 1942.89, "end": 1943.23, "word": " التنفيذ", "probability": 0.9849853515625}, {"start": 1943.23, "end": 1943.53, "word": " و", "probability": 0.6357421875}, {"start": 1943.53, "end": 1944.29, "word": " أسهل", "probability": 0.9859619140625}, {"start": 1944.29, "end": 1944.67, "word": " في", "probability": 0.94873046875}, {"start": 1944.67, "end": 1944.91, "word": " كمان", "probability": 0.9617513020833334}, {"start": 1944.91, "end": 1945.15, "word": " مرة", "probability": 0.98876953125}, {"start": 1945.15, "end": 1945.67, "word": " بنقولها", "probability": 0.92529296875}, {"start": 1945.67, "end": 1945.85, "word": " ال", "probability": 0.8837890625}, {"start": 1945.85, "end": 1946.61, "word": " explanation", "probability": 0.85693359375}, {"start": 1946.61, "end": 1947.19, "word": " في", "probability": 0.5869140625}, {"start": 1947.19, "end": 1947.23, "word": " ال", "probability": 0.97216796875}, {"start": 1947.23, "end": 1947.63, "word": " explanation", "probability": 0.90576171875}, {"start": 1947.63, "end": 1948.55, "word": " فللمرة", "probability": 0.93310546875}, {"start": 1948.55, "end": 1948.89, "word": " القادمة", "probability": 0.9900716145833334}, {"start": 1948.89, "end": 1949.03, "word": " ان", "probability": 0.454345703125}, {"start": 1949.03, "end": 1949.09, "word": " شاء", "probability": 0.96044921875}, {"start": 1949.09, "end": 1949.15, "word": " الله", "probability": 0.931640625}, {"start": 1949.15, "end": 1949.53, "word": " تعالى", "probability": 0.92431640625}, {"start": 1949.53, "end": 1950.05, "word": " ناخد", "probability": 0.86572265625}, {"start": 1950.05, "end": 1950.95, "word": " موضوعنا", "probability": 0.89423828125}, {"start": 1950.95, "end": 1951.31, "word": " الجديد", "probability": 0.9656575520833334}, {"start": 1951.31, "end": 1951.39, "word": " اللي", "probability": 0.896240234375}, {"start": 1951.39, "end": 1951.49, "word": " هو", "probability": 0.9912109375}, {"start": 1951.49, "end": 1951.61, "word": " ال", "probability": 0.38134765625}, {"start": 1951.61, "end": 1951.83, "word": " fuzzy", "probability": 0.98095703125}, {"start": 1951.83, "end": 1953.17, "word": " فيعطيكم", "probability": 0.777783203125}, {"start": 1953.17, "end": 1953.41, "word": " الصحة", "probability": 0.9654947916666666}, {"start": 1953.41, "end": 1953.59, "word": " والعافية", "probability": 0.723388671875}, {"start": 1953.59, "end": 1953.71, "word": " و", "probability": 0.71630859375}, {"start": 1953.71, "end": 1953.97, "word": " البركة", "probability": 0.742431640625}, {"start": 1953.97, "end": 1954.03, "word": " الله", "probability": 0.70703125}, {"start": 1954.03, "end": 1954.41, "word": " فيكم", "probability": 0.983642578125}, {"start": 1954.41, "end": 1954.71, "word": " و", "probability": 0.76611328125}, {"start": 1954.71, "end": 1955.15, "word": " شكرا", "probability": 0.8331705729166666}], "temperature": 1.0}], "language": "ar", "language_probability": 1.0, "duration": 1955.375625, "duration_after_vad": 1890.1118749999978}
\ No newline at end of file
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/COMc8x4GlMA_raw.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/COMc8x4GlMA_raw.srt
new file mode 100644
index 0000000000000000000000000000000000000000..7a57820cd9a9166d48a0afe5e5eed7e1b9b740d3
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/COMc8x4GlMA_raw.srt
@@ -0,0 +1,1628 @@
+1
+00:00:04,940 --> 00:00:07,000
+بسم الله الرحمن الرحيم الصلاة والسلام على أشرف
+
+2
+00:00:07,000 --> 00:00:11,840
+الأنبياء و المرسلين سيدنا محمد نكمل الآن موضوع ال
+
+3
+00:00:11,840 --> 00:00:15,760
+uncertainty management في الجزء الأخير المتبقي في
+
+4
+00:00:15,760 --> 00:00:19,160
+هذا الموضوع و اللي خاص بعملية ال biasing اللي بدنا
+
+5
+00:00:19,160 --> 00:00:23,500
+ندرسهابالنسبة ل ال Bayesian method بيكون فيه
+
+6
+00:00:23,500 --> 00:00:27,220
+biasing بيصير أو انحياز أحيانا أو مغالطة بتصير
+
+7
+00:00:27,220 --> 00:00:30,780
+أحيانا، بدنا نفهم إيش قصتها و إيش مشكلتها، ليش
+
+8
+00:00:30,780 --> 00:00:34,260
+بتحدث، و بعدين بدنا نتكلم عن مقارنة أو comparison
+
+9
+00:00:34,260 --> 00:00:37,400
+between ال two techniques اللي أخدناهم ال Bayesian
+
+10
+00:00:37,400 --> 00:00:40,660
+reasoning و ال answer اللي بتقوله ال certainty
+
+11
+00:00:40,660 --> 00:00:44,470
+factor في موضوع ال uncertainty managementنبدأ في
+
+12
+00:00:44,470 --> 00:00:47,890
+عملية الـ Pricing في الـ Pricing كلنا عارفين أن ال
+
+13
+00:00:47,890 --> 00:00:50,230
+probability أو ال condition ال probability اللي
+
+14
+00:00:50,230 --> 00:00:54,830
+احنا بنعتمد عليها بشكل أساسي اللي هي probability H
+
+15
+00:00:54,830 --> 00:00:59,290
+given E كنا بنقول هي بتساوي القانون الرئيسي تبعها
+
+16
+00:00:59,290 --> 00:01:04,190
+بتساوي ال probability E given H مضروبة في
+
+17
+00:01:04,190 --> 00:01:10,660
+probability of Hعلى probability of E على ال
+
+18
+00:01:10,660 --> 00:01:14,400
+probability of E فهذا فعليا كان القانون الأساسي
+
+19
+00:01:14,400 --> 00:01:17,000
+وواضح أن القانون الأساسي هذا عشان أحسب ال
+
+20
+00:01:17,000 --> 00:01:21,120
+posterior probability أنا محتاج prior knowledge
+
+21
+00:01:21,120 --> 00:01:26,860
+مسبقة أو primary inputprimary input لprobability
+
+22
+00:01:26,860 --> 00:01:32,260
+وهذه في كتير أحيانا بنحتاج فيها حكم الشخص أو
+
+23
+00:01:32,260 --> 00:01:35,580
+أحيانا الشخص ممكن هو اللي بده يحكم في هذا الموضوع
+
+24
+00:01:35,580 --> 00:01:41,440
+فبيحدث عندنا بيصير مغلطة نتيجة أن أنا في عندي
+
+25
+00:01:41,440 --> 00:01:46,320
+قوانين وفي عندي إحصائيات بتعطيني بعض المعلومات و
+
+26
+00:01:46,320 --> 00:01:52,080
+بتدخل أحياناأو بيصير human judgment أو حكم من
+
+27
+00:01:52,080 --> 00:01:57,720
+الشخص هو قد لا يكون مدرك تماما جد إيش علاقتها بال
+
+28
+00:01:57,720 --> 00:02:00,260
+probability theory نفسها بال probability theory
+
+29
+00:02:00,260 --> 00:02:06,460
+ففي الغالب بيكون في inconsistent between ال prior
+
+30
+00:02:06,460 --> 00:02:10,380
+knowledge اللي المفروض أن هي given by the expert و
+
+31
+00:02:11,000 --> 00:02:14,500
+ال probability نفسها اللي ناتجة من جزئية ال
+
+32
+00:02:14,500 --> 00:02:17,920
+probability conditions نفسها كويس فهذه الحقيقة
+
+33
+00:02:17,920 --> 00:02:21,600
+وجدوا ال psychological research shows that وجدوا
+
+34
+00:02:21,600 --> 00:02:25,260
+ان ال human cannot elect probability بيقدرش يختار
+
+35
+00:02:25,260 --> 00:02:28,080
+probability او يحكم على ال probability value
+
+36
+00:02:28,080 --> 00:02:32,320
+consistent with the Bayesian rules بشكل متناغم مع
+
+37
+00:02:32,320 --> 00:02:36,220
+القواعد ال conditional probability او ال Bayesian
+
+38
+00:02:37,020 --> 00:02:40,440
+أو ال بيزين رول فهذه بتعملنا الحقيقة إشكالية ..
+
+39
+00:02:40,440 --> 00:02:43,760
+بتعملنا إشكالية عشان نكون واقعيين هاتي نشوف مثال و
+
+40
+00:02:43,760 --> 00:02:47,060
+نشوف كيف ممكن تصير الإشكالية هذه فلو افترضنا ان
+
+41
+00:02:47,060 --> 00:02:51,800
+for example في عندي مثال خاص بال starter ..
+
+42
+00:02:51,800 --> 00:02:55,460
+starter السيارة starter السيارة بالمناسبة هو ال
+
+43
+00:02:55,460 --> 00:02:59,120
+motor اللي بيبدأ يشغل السيارة بيبدأ يشغل محرك
+
+44
+00:02:59,120 --> 00:03:01,580
+السيارة بحيث ان ال pistons بيبدأ يحركهم عشان
+
+45
+00:03:01,580 --> 00:03:07,450
+يبدأوا ياخدواالبنزين أو ياخدوا ال fuel و يتم عملية
+
+46
+00:03:07,450 --> 00:03:12,090
+الإحراق وبناء عليه تتحرك السيارة فال starter هذا
+
+47
+00:03:12,090 --> 00:03:16,590
+أو starter motor اللي بدنا نشتغل عليه في المثال
+
+48
+00:03:16,590 --> 00:03:21,830
+تبعنا بدنا نفترض إنه له علاقة ب odd noises بمعنى
+
+49
+00:03:21,830 --> 00:03:24,770
+إنه لما بيعتل بيصير في حاجة اسمها odd noises أو
+
+50
+00:03:24,770 --> 00:03:31,150
+صوت مزعج .. صوت مزعج ف ال symptom .. ال .. ال
+
+51
+00:03:31,150 --> 00:03:36,670
+symptom .. ال symptom بتاعتناأو اللي هي العرض،
+
+52
+00:03:36,670 --> 00:03:38,990
+العرض اللي احنا سمعناه أو الملاحظة اللي احنا
+
+53
+00:03:38,990 --> 00:03:44,150
+شوفناها is the symptom is odd noises then the
+
+54
+00:03:44,150 --> 00:03:48,410
+starter is bad جداش بقدر اكون واثق انه فعلا لما
+
+55
+00:03:48,410 --> 00:03:54,110
+عرض ان اسمعت صوت مزعج معناته ان ال starter فعليا
+
+56
+00:03:54,110 --> 00:03:58,730
+خربانsymptom is odd noises كمان مرة then the
+
+57
+00:03:58,730 --> 00:04:03,790
+starter is bad with probability 0.7 0.7 هذه rule
+
+58
+00:04:03,790 --> 00:04:07,550
+طيب من ال rule هذه هاتنا ناخدها منطقيا و نمشي فيها
+
+59
+00:04:07,550 --> 00:04:12,110
+نسلسل فيها شوية شوية و بدنا نضطر نكتبها لأنه هناخد
+
+60
+00:04:12,110 --> 00:04:15,870
+حاجات محتاجين نربطها في بعض معانا على الصبورة فلو
+
+61
+00:04:15,870 --> 00:04:19,990
+قلنا if اختصارا خلينا نقول
+
+62
+00:04:23,350 --> 00:04:32,010
+noises then the starter is
+
+63
+00:04:32,010 --> 00:04:43,610
+bad ابجد ياش؟ او point seven طيب، الآن هل بنستطيع
+
+64
+00:04:43,610 --> 00:04:47,810
+نقول من هذا الكلام إنه إذا كان ال starter is not
+
+65
+00:04:47,810 --> 00:04:56,350
+bad مع وجود noiseمع وجود noise لأن هذه القاعدة ال
+
+66
+00:04:56,350 --> 00:04:59,510
+rule هذه ال rule اللي احنا خدناها نكتبها بلون تاني
+
+67
+00:04:59,510 --> 00:05:02,610
+إيش أعطتني معلومة بقدر أخد منها معلومة ان
+
+68
+00:05:02,610 --> 00:05:09,850
+probability of starter is
+
+69
+00:05:09,850 --> 00:05:19,730
+bad given odd noises تساوي
+
+70
+00:05:19,730 --> 00:05:32,790
+0.7تمام طيب لو قلنا probability of starter is
+
+71
+00:05:32,790 --> 00:05:42,710
+not bad given odd noises المنطق ايش بيقول ان هي
+
+72
+00:05:42,710 --> 00:05:47,090
+المكملة بتاعتهاإذا كان والله صار فيه صوت فمعنى ذلك
+
+73
+00:05:47,090 --> 00:05:53,010
+70% أنه ال starter فيه مشكلة bad معنى ذلك أنه 30%
+
+74
+00:05:53,010 --> 00:05:55,410
+أنه ال starter ماصارش فيه bad صار ال noise لكن
+
+75
+00:05:55,410 --> 00:06:03,230
+ماصارش فيه bad كويس فإذا not bad ب 0.3 0.3 لعندي
+
+76
+00:06:03,230 --> 00:06:08,760
+الآن ماشية؟ ماشية تمام نكملفإذن بقدر أقول أنه the
+
+77
+00:06:08,760 --> 00:06:12,680
+symptom is odd noises then the starter is good
+
+78
+00:06:12,680 --> 00:06:17,280
+اللي هي not bad يعني not bad with probability 0.3
+
+79
+00:06:17,280 --> 00:06:24,060
+هي 0.3 not bad معناته good معناته good الحقيقة هذا
+
+80
+00:06:24,060 --> 00:06:28,940
+الكلام ضمنيضمنيا انا هيك افهمت و ال human هيك
+
+81
+00:06:28,940 --> 00:06:33,000
+بيحكم ال human بيحكم بهذه الطريقة بطريقة انه
+
+82
+00:06:33,000 --> 00:06:37,160
+مكملات لبعض كل هالامور و اللي هنكتشف لاحقا انه
+
+83
+00:06:37,160 --> 00:06:42,400
+ممكن توصلنا لتقدير خاطئ احيانا كقيم طيب الان لو
+
+84
+00:06:42,400 --> 00:06:45,440
+عكسنا خلينا نعكسها و قلنا
+
+85
+00:06:48,040 --> 00:06:52,320
+هدول ال statistics جالت هيك لأن نفس ال statistics
+
+86
+00:06:52,320 --> 00:06:57,520
+في المثال هذا اعطتني معلومة أخرى هي نفسها جالت if
+
+87
+00:06:57,520 --> 00:07:07,200
+the starter او نكتبها مختصرا ال starter is
+
+88
+00:07:07,200 --> 00:07:11,760
+bad then
+
+89
+00:07:11,760 --> 00:07:16,680
+odd
+
+90
+00:07:18,670 --> 00:07:22,910
+noises في أصوات غريبة بنسبة تجديش أو باحتمالية
+
+91
+00:07:22,910 --> 00:07:31,350
+تجديش 0.85 برضه نفس الكلام ال statistics اللي جالت
+
+92
+00:07:31,350 --> 00:07:34,510
+الكلام هذا ال statistics اللي جالت الكلام هذا بقدر
+
+93
+00:07:34,510 --> 00:07:38,410
+أستنتج من هذا الموضوع من هذه من النقطين هدول او من
+
+94
+00:07:38,410 --> 00:07:47,630
+النقطة هذه ان probability of odd odd noises if
+
+95
+00:07:48,520 --> 00:07:56,160
+starter او condition starter is bad بتساوي
+
+96
+00:07:56,160 --> 00:08:03,320
+0.85 وكمان probability probability انه ماصارش
+
+97
+00:08:03,320 --> 00:08:15,740
+noise فإذا not add noises condition
+
+98
+00:08:15,740 --> 00:08:16,600
+starter
+
+99
+00:08:19,840 --> 00:08:24,940
+is bad إيش
+
+100
+00:08:24,940 --> 00:08:31,580
+هتساوي المكملة مكملتها إذا أنا بقول كنتيجة هيظهر
+
+101
+00:08:31,580 --> 00:08:36,440
+عندي صوت إذا إيش صار إذا ال starter خربان طيب
+
+102
+00:08:36,440 --> 00:08:41,900
+بنسبة 85% معناته إنه لأ ممكن مايظهرش noise و ال
+
+103
+00:08:41,900 --> 00:08:50,000
+starter برضه خربان بالنسبة لمكملة اللي هي 15%15%
+
+104
+00:08:50,000 --> 00:08:54,040
+تمام تمام اللي بالازرج هذه المعلومات أخدناها من ال
+
+105
+00:08:54,040 --> 00:08:58,740
+statistics احنا استنتجنا اللي بالاحمر احنا
+
+106
+00:08:58,740 --> 00:09:03,440
+استنتجنا اللي بالاحمر كويس فلاحظ هل استنتجاتنا
+
+107
+00:09:03,440 --> 00:09:08,600
+احنا ك human صحيحة ولا مش صحيحة وكيف ممكن اربطها
+
+108
+00:09:08,600 --> 00:09:11,860
+الحقيقة في بعضها هنربطها في بعضها من خلال انه
+
+109
+00:09:11,860 --> 00:09:17,420
+محتاج prior knowledge او prior probabilityإن أنا
+
+110
+00:09:17,420 --> 00:09:22,540
+بدي أرجع أستنتج هذا القيمة القيمة هذه إحنا
+
+111
+00:09:22,540 --> 00:09:27,140
+استنتجناها بشكل مباشر، لاحظوا استنتجت بشكل مباشر
+
+112
+00:09:27,140 --> 00:09:31,360
+من الـ rule اللي أعطانيها فأعطتني إن ال starter is
+
+113
+00:09:31,360 --> 00:09:37,780
+bad كنتيجة إذا had noises أو حدثت had noises كان
+
+114
+00:09:37,780 --> 00:09:43,660
+في صوت مزعج بنسبة 70% بنسبة 70% حبدا نحاول نرجع
+
+115
+00:09:43,660 --> 00:09:47,840
+نستنتجها هذه من باقى ال statistics التانيةمن باقي
+
+116
+00:09:47,840 --> 00:09:50,560
+ال statistics التانية من القاعدة التانية اللي
+
+117
+00:09:50,560 --> 00:09:53,560
+فهمنا ك human خلّانا نطلّع ال two probabilities
+
+118
+00:09:53,560 --> 00:09:57,340
+هدول ك human طلّعنا ال two probabilities هدول
+
+119
+00:09:57,340 --> 00:09:59,980
+وكملناهم في بعض و قلنا اه احنا هنا فاهمين ال
+
+120
+00:09:59,980 --> 00:10:05,400
+probability و خلّصنا الان المعلومة الأهم هي في أن
+
+121
+00:10:05,400 --> 00:10:09,000
+أحصل على هذا ال term لأن هذا ال term أصبح يساوي ال
+
+122
+00:10:09,000 --> 00:10:15,500
+probability لأ starter is
+
+123
+00:10:15,500 --> 00:10:24,880
+badcondition odd noise هذا ايش بيساوي ال
+
+124
+00:10:24,880 --> 00:10:35,560
+probability ل odd noise given starter is
+
+125
+00:10:35,560 --> 00:10:42,760
+bad تمام مضروب في starter او ال probability ل
+
+126
+00:10:42,760 --> 00:10:47,300
+starter is badارجعوا لها ال conditional
+
+127
+00:10:47,300 --> 00:10:51,160
+probability equation أول واحدة probability of
+
+128
+00:10:51,160 --> 00:10:55,500
+starter is
+
+129
+00:10:55,500 --> 00:10:59,320
+bad على
+
+130
+00:10:59,320 --> 00:11:03,080
+ال
+
+131
+00:11:03,080 --> 00:11:08,280
+probability لل odd noises بس هنكتبها بطريقة شوية
+
+132
+00:11:08,280 --> 00:11:14,370
+نكمل فيها شغلنا تكون مكتملة أكترعلى أساس أنه هنقول
+
+133
+00:11:14,370 --> 00:11:21,830
+probability of .. probability of odd noise
+
+134
+00:11:21,830 --> 00:11:34,470
+condition starter bad مضروبة في احتمالية أو ال
+
+135
+00:11:34,470 --> 00:11:38,270
+probability ل starter
+
+136
+00:11:40,940 --> 00:11:49,260
+bad او is bad زائد زائد لسه هنكمل ان هو not bad ان
+
+137
+00:11:49,260 --> 00:11:56,620
+هو not bad زائد او ال not odd odd noises زائد
+
+138
+00:11:56,620 --> 00:12:07,600
+probability of not odd noises condition starter
+
+139
+00:12:12,040 --> 00:12:16,340
+bad مضروبة في ال probability لمين؟ في ال
+
+140
+00:12:16,340 --> 00:12:25,140
+probability انه ال .. عفوا هنا starter bad
+
+141
+00:12:25,140 --> 00:12:33,620
+مظبوط اه starter bad احنا عملناها مظبوط not
+
+142
+00:12:33,620 --> 00:12:40,870
+برضه مظبوطةOkay لأ كلامهم صحيح حتى الآن كله .. كله
+
+143
+00:12:40,870 --> 00:12:51,570
+صحيح O point إن هي not في starter is
+
+144
+00:12:51,570 --> 00:12:53,790
+أو not bad
+
+145
+00:13:02,530 --> 00:13:07,090
+الوقت نرجع نشرحها كمان مرة بس نخلص كتابة هنا
+
+146
+00:13:07,090 --> 00:13:13,250
+starter is bad وهنا
+
+147
+00:13:13,250 --> 00:13:22,350
+is bad noise
+
+148
+00:13:29,540 --> 00:13:36,100
+Okay لان ايش المعلومة اللي احنا محتاجينها؟ محتاجين
+
+149
+00:13:36,100 --> 00:13:39,680
+معلومة
+
+150
+00:13:39,680 --> 00:13:42,480
+الى probability the starter is bad if car is ..
+
+151
+00:13:42,480 --> 00:13:49,380
+doesn't start فال expert supplies us the value of
+
+152
+00:13:49,380 --> 00:13:55,640
+.. اه معناته محتاجين جداش ال starter is bad جداش
+
+153
+00:13:55,640 --> 00:13:57,340
+ال starter is bad
+
+154
+00:14:03,280 --> 00:14:08,200
+و هنا not bad مظبوط خلاص طيب هتنرجع نعيد المعادلة
+
+155
+00:14:08,200 --> 00:14:11,920
+طبعا احنا ترجمنا معادلة مين معادلة ال probability
+
+156
+00:14:11,920 --> 00:14:15,300
+او ال conditional probability عشان احصل على ال
+
+157
+00:14:15,300 --> 00:14:19,500
+starter is bad given odd noises فهي ال probability
+
+158
+00:14:19,500 --> 00:14:24,400
+starter is bad given odd noises ستساوي probability
+
+159
+00:14:24,400 --> 00:14:30,300
+odd noises given starter is bad مضروبة في ال
+
+160
+00:14:30,300 --> 00:14:35,050
+probability ان ال starter is badتمام على
+
+161
+00:14:35,050 --> 00:14:42,830
+probability of noises given starter is bad في ال
+
+162
+00:14:42,830 --> 00:14:47,430
+probability starter is bad plus المكملة
+
+163
+00:14:47,430 --> 00:14:59,230
+probability of noises given starter not bad مضربة
+
+164
+00:14:59,230 --> 00:15:02,340
+في مين في ال probability ان ال starter not badاللي
+
+165
+00:15:02,340 --> 00:15:05,940
+هي المكملة .. المكملة تاعتها تمام هذا الكلام اللي
+
+166
+00:15:05,940 --> 00:15:08,820
+احنا موجود عندنا الحقيقة موجود من ال rule التانية
+
+167
+00:15:08,820 --> 00:15:11,440
+برضه من ال statistics بمعنى هتنترجم هذا الكلام
+
+168
+00:15:11,440 --> 00:15:17,900
+لقيم لقيم عشان نحسبها ال .. نبدأ بال odd
+
+169
+00:15:17,900 --> 00:15:23,920
+probability odd noises given starter is bad odd
+
+170
+00:15:23,920 --> 00:15:28,380
+noises given starter is bad هيطاني إياها فإذا
+
+171
+00:15:28,380 --> 00:15:29,420
+هتساوي
+
+172
+00:15:33,490 --> 00:15:38,190
+0.85 مضروبة
+
+173
+00:15:38,190 --> 00:15:45,530
+في starter is bad فالان هذه القيمة starter is bad
+
+174
+00:15:45,530 --> 00:15:50,030
+لو ماعنديش علها معلومة مافيش statistics واضحة علها
+
+175
+00:15:50,030 --> 00:15:54,770
+بدنا نضطر فيها لانروح لل human judgment او حكم
+
+176
+00:15:54,770 --> 00:16:00,970
+البشر فيها انه هنروح لميكانيك شاطراعتبره اعتبره
+
+177
+00:16:00,970 --> 00:16:05,770
+expert بالنسبالنا human expert و اقوله قداش عدد
+
+178
+00:16:05,770 --> 00:16:09,030
+مرات الاعطال اللي بتحصل عندك و بيكون دايما فيها ال
+
+179
+00:16:09,030 --> 00:16:13,570
+starter is bad ببساطة هل بيجيك مثلا meet سيارة
+
+180
+00:16:13,570 --> 00:16:18,670
+خربانة قداش نسبة ان ال starter is bad طبعا هنجد ان
+
+181
+00:16:18,670 --> 00:16:21,450
+هي مش هتكون نسبة كتير كبيرة يعني في اعطال كتير في
+
+182
+00:16:21,450 --> 00:16:27,010
+السيارة فهفترض انه اعطانا قيمة خمسة percent يعني
+
+183
+00:16:27,010 --> 00:16:33,070
+خمسة في الميةخمسة في مين؟ في المية خمسة في المية
+
+184
+00:16:33,070 --> 00:16:36,230
+يعني بدي أشي أحولها فعلا ل probability عشان أقول
+
+185
+00:16:36,230 --> 00:16:43,650
+خمسة على مية يعني 0.05 فحانشي نقول ال term تبع odd
+
+186
+00:16:43,650 --> 00:16:48,170
+noises given start is bad مضروف في احتمالية ان ال
+
+187
+00:16:48,170 --> 00:16:57,630
+start is bad اللي هي 0.05 على0.85 مضروبة في 0.05
+
+188
+00:16:57,630 --> 00:17:14,990
+بلس بلس بلس ايش انه not odd noises او اشوف مظبوطة
+
+189
+00:17:14,990 --> 00:17:15,730
+not odd noises
+
+190
+00:17:18,670 --> 00:17:23,970
+ماصارش صوت و ال .. و ال .. و ال .. و ال starter is
+
+191
+00:17:23,970 --> 00:17:33,330
+bad هيكون جدش قيمته او point one five مضروبة
+
+192
+00:17:33,330 --> 00:17:39,240
+في المكملةللخمسة في المية لأن مش كل الأعطال هي
+
+193
+00:17:39,240 --> 00:17:43,000
+خمسة في المية فمعنى ذلك أنه ممكن يكون العطل مالوش
+
+194
+00:17:43,000 --> 00:17:47,100
+علاقة بال starter ممكن يكون العطل مالوش علاقة بال
+
+195
+00:17:47,100 --> 00:17:52,200
+starter أساسا من الأصل مالوش علاقة في ال starter
+
+196
+00:17:52,200 --> 00:17:57,800
+فهنا كأنه بنتكلم عن ال probability of noises given
+
+197
+00:17:57,800 --> 00:18:02,360
+the starter is good اللي هي المكملة، أتداش مكملة
+
+198
+00:18:02,360 --> 00:18:07,270
+الخمسة في المية؟ خمسة وتسعين في الميةتمام ال term
+
+199
+00:18:07,270 --> 00:18:11,030
+هذا كله هيك على بعض و لو حسبنا نحسبه كامل هيطلع و
+
+200
+00:18:11,030 --> 00:18:15,230
+هيجيبن عندنا مو طهيه في ال slides هيكون عندى تلاتة
+
+201
+00:18:15,230 --> 00:18:20,410
+و عشرين في المية تلاتة و عشرين في المية طبعا تلاتة
+
+202
+00:18:20,410 --> 00:18:24,430
+و عشرين في المية نرجع نقارنه بال term أصلا اللي
+
+203
+00:18:24,430 --> 00:18:27,070
+كان واضح جايني واضح من ال rule مباشرة اللي هو
+
+204
+00:18:27,070 --> 00:18:32,500
+سبعين في المية الفرق شاسعواضح ان الفرق كتير شاسع
+
+205
+00:18:32,500 --> 00:18:39,840
+الفرق الشاسع هذا واضح ان القيمة كتير اقلفرق كبير
+
+206
+00:18:39,840 --> 00:18:44,500
+من ناحية القلة ليش؟ لأن ال knowledge اللي احنا
+
+207
+00:18:44,500 --> 00:18:48,000
+خدناها ك prior knowledge واضح ان فيها مشكلة واضح
+
+208
+00:18:48,000 --> 00:18:52,760
+ان في إشكالية ان ال noise هل هو طالع من ال starter
+
+209
+00:18:52,760 --> 00:18:56,320
+و لا مش طالع من ال starter مش دائما حكم ال expert
+
+210
+00:18:56,320 --> 00:18:59,900
+بيكون صحيح على ال probability أو بديش اقول حكمه هو
+
+211
+00:18:59,900 --> 00:19:04,840
+حكمه في الحقيقة العادية يجدها صحيحة ولكن قداش حكمه
+
+212
+00:19:04,840 --> 00:19:09,000
+يتفقمع آلية عمل الـ Probability والـ Conditional
+
+213
+00:19:09,000 --> 00:19:12,340
+Probability هذا اللي فيها تباين فيها تباين فهذا
+
+214
+00:19:12,340 --> 00:19:19,030
+أحيانا إذا بدنا نضطر نعتمد علىstatistics و بعدين
+
+215
+00:19:19,030 --> 00:19:22,530
+في نص شغلنا في ال statistics و ال probability أضطر
+
+216
+00:19:22,530 --> 00:19:26,290
+أخد معلومة من ال human expert ممكن ال human expert
+
+217
+00:19:26,290 --> 00:19:30,530
+ما تكونش طريقة تفكيره متفقة مع طريقة عمل ال
+
+218
+00:19:30,530 --> 00:19:33,370
+probability فهنجد أو طريقة فهمه لل probability
+
+219
+00:19:33,370 --> 00:19:38,470
+فهنجد أنه ممكن الأرقام يصير فيها significant error
+
+220
+00:19:38,470 --> 00:19:44,820
+حقيقة أخطاء باينة ملموسة واضحةفهذه هي جزئية ال
+
+221
+00:19:44,820 --> 00:19:48,180
+biasing اللي حكينا عنها أنه ممكن يصير biasing في
+
+222
+00:19:48,180 --> 00:19:52,160
+اللي هو probability حسب الشخص اللي ممكن يعطيني ال
+
+223
+00:19:52,160 --> 00:19:56,200
+prior probability ال prior probability تمام هنضيف
+
+224
+00:19:56,200 --> 00:19:59,300
+إلى ذلك طبعا لما نيجي نتكلم عن المقارنات اللي هي
+
+225
+00:19:59,300 --> 00:20:03,540
+لما نيجي أقارن comparison between ال ال Bayesian
+
+226
+00:20:04,130 --> 00:20:07,390
+reasoning و certainty factors حاجة إن ال
+
+227
+00:20:07,390 --> 00:20:10,790
+probability هي أقدم okay كنا متفقن إن هي أقدم و
+
+228
+00:20:10,790 --> 00:20:16,510
+بتتعامل مع statistics كتيرة فهي أفضل ك technique
+
+229
+00:20:16,510 --> 00:20:21,970
+with deal يعني أو بتتعامل مع ال exact inexact
+
+230
+00:20:21,970 --> 00:20:24,670
+knowledge and random data ال inexact knowledge
+
+231
+00:20:24,670 --> 00:20:29,600
+اللي هو ال knowledge اللي مافيش humanExpert عنده
+
+232
+00:20:29,600 --> 00:20:33,180
+خلفية قوية فيها فاحنا معتمدين على بيانات كبيرة
+
+233
+00:20:33,180 --> 00:20:38,000
+وخلاص البيانات الكبيرة هذه باخد مجموعة احتمالات
+
+234
+00:20:38,000 --> 00:20:40,740
+منها مجموعة احتمالات بتطلعلي الـ Bayesian
+
+235
+00:20:40,740 --> 00:20:47,640
+reasoning أو التفكير المنطقي من ناحية conditional
+
+236
+00:20:47,640 --> 00:20:51,380
+probability و بتطلعلي نتائج مش بالضروري يكون في
+
+237
+00:20:51,380 --> 00:20:58,470
+human expert بعرف فيها زائد البيانات العشوائيةزائد
+
+238
+00:20:58,470 --> 00:21:01,310
+انه ممكن تكون مناسبة جدا هنا في ال random data
+
+239
+00:21:01,310 --> 00:21:05,850
+فتشتغل بشكل كويس هذا وين بنشوف الكلام هذا الكلام
+
+240
+00:21:05,850 --> 00:21:08,970
+هذا الحقيقة بنشوفه في ال forecasting في الأحوال
+
+241
+00:21:08,970 --> 00:21:12,930
+الجوية زي المثالين اللي أخدناهم المحاضرتين
+
+242
+00:21:12,930 --> 00:21:17,350
+السابقاتلما شرحنا ال probability with rule و لما
+
+243
+00:21:17,350 --> 00:21:20,610
+شرحنا certainty factor with rule فكان ال مثال
+
+244
+00:21:20,610 --> 00:21:23,650
+تبعنا هو forecasting، لأ ال forecasting فحنجد من
+
+245
+00:21:23,650 --> 00:21:26,350
+ال probability كويسة في ال forecasting، كويسة في
+
+246
+00:21:26,350 --> 00:21:30,610
+ال planning لإنه ماعنديش knowledge مسبقة عن ال
+
+247
+00:21:30,610 --> 00:21:34,150
+forecasting الحقيقة ك expert human مش بالضروري إن
+
+248
+00:21:34,150 --> 00:21:38,920
+اليوم والله الجو صح و معناته بكرا مافيش مطرإطلاقا،
+
+249
+00:21:38,920 --> 00:21:43,420
+هذا حكمنا إحنا عادة، لكن ال probability لأ بتختلف،
+
+250
+00:21:43,420 --> 00:21:46,820
+لأن ال probability بدها ترجع للسنوات السابقة و
+
+251
+00:21:46,820 --> 00:21:51,100
+جداش كان الدرجات الحرارة و كيف اتحركت و كيف كيف
+
+252
+00:21:51,100 --> 00:21:54,520
+كيف، هذه صعبة لل human expert يقعد يحفظها كاملة
+
+253
+00:21:54,520 --> 00:21:58,700
+بشكل كامل و يعرف أمتى ممكنيتغير الجو .. امتى ممكن
+
+254
+00:21:58,700 --> 00:22:03,880
+يتغير الجو؟ طيب فال statistical الحقيقة هنا بتكون
+
+255
+00:22:03,880 --> 00:22:08,800
+accurate probability statements can be made لأنه
+
+256
+00:22:08,800 --> 00:22:14,360
+بيصير من المناسب ان احنا نعمل accurate probability
+
+257
+00:22:14,360 --> 00:22:21,100
+values و القيم ممكن تكون جيدة فهذه ميزة قوة لل
+
+258
+00:22:21,100 --> 00:22:24,280
+probability فإذن الآن احنا في ظل انه
+
+259
+00:22:27,640 --> 00:22:32,100
+وجدنا او حطينا ايدنا على نقطة قوة لل probability
+
+260
+00:22:32,100 --> 00:22:38,200
+واللي هي اياش ال statistics ان ال statistics هي
+
+261
+00:22:38,200 --> 00:22:42,780
+مخزون من البيانات او من المعلومات من الصعب ان ال
+
+262
+00:22:42,780 --> 00:22:48,100
+expert human يكون قادر على فهمه او ان يكون exactly
+
+263
+00:22:48,100 --> 00:22:55,550
+knowledge بالنسباله طيب howeverمع ذلك في كتير من
+
+264
+00:22:55,550 --> 00:22:59,650
+التطبيقات .. من التطبيقات اللي بنضطر نشتغل عليها
+
+265
+00:22:59,650 --> 00:23:03,590
+في ال expert systems مش هيكون متاح لها statistical
+
+266
+00:23:03,590 --> 00:23:08,570
+information بشكل كبير، مش هتكون متاحة بشكل كبير،
+
+267
+00:23:08,570 --> 00:23:13,110
+يعني في حاجات كتير، في أمراض كتير، أبسط طريقة منهم
+
+268
+00:23:13,110 --> 00:23:15,910
+عادة هذه طبعا هذه بتكون مناسبة جدا في ال diagnosis
+
+269
+00:23:16,880 --> 00:23:20,560
+في ال diagnosis أبسط حالة من هذه الحالات الوضع
+
+270
+00:23:20,560 --> 00:23:23,620
+اللي احنا فيه حاليا في الكورونا كورونا مافيش
+
+271
+00:23:23,620 --> 00:23:26,380
+knowledge عنها لا يوجد knowledge عنها فمافيش
+
+272
+00:23:26,380 --> 00:23:29,360
+statistical information وعشان هيك مافيش
+
+273
+00:23:29,360 --> 00:23:32,560
+statistical information فانا مش قادر أعالج ولا
+
+274
+00:23:32,560 --> 00:23:37,010
+أصنفأعمل diagnosis طبي medical diagnosis فهذه
+
+275
+00:23:37,010 --> 00:23:39,790
+الأمور اللي زيها دي لأ في ال probability هتكون
+
+276
+00:23:39,790 --> 00:23:43,350
+صعبة تتعامل مع حالة بهذه الحالة Corona طب ما هو
+
+277
+00:23:43,350 --> 00:23:46,870
+ماكنش في Corona سابقا عشان نقدر نحكم عليها إيش بده
+
+278
+00:23:46,870 --> 00:23:49,190
+يصير أو كيف ممكن نعالجها أو كيف ممكن نعمل
+
+279
+00:23:49,190 --> 00:23:54,950
+diagnosis او diagnostic process معالجة تشخيصية أنه
+
+280
+00:23:54,950 --> 00:23:58,310
+نقدر نشخصهابنقول إيش بالظبط، هذه لازم يكون فيه
+
+281
+00:23:58,310 --> 00:24:01,430
+knowledge مسبقة، والـ knowledge المسبقة الآن مثلا،
+
+282
+00:24:01,430 --> 00:24:04,890
+بدأوا يتعاملوا معاها من خلال الحالات اللي بتصاب،
+
+283
+00:24:04,890 --> 00:24:08,670
+جداش عدد حالات في تزايد و بتصاب تمثل الآن
+
+284
+00:24:08,670 --> 00:24:12,270
+statistics، بتمثل الآن إحصائية، عساس أنه يبدوا
+
+285
+00:24:12,270 --> 00:24:16,170
+يفحصوها، يشوفوا عينات الدم، يشوفوا عينات الجسم
+
+286
+00:24:16,170 --> 00:24:20,470
+كاملة، كيف بيصير ال behavior للجسم أثناء انتقاله
+
+287
+00:24:20,470 --> 00:24:24,990
+من مرحلة لمرحلة، فبتصير ال statisticsأما بشكل عام
+
+288
+00:24:24,990 --> 00:24:32,830
+في ال diagnosis ال probability بتفشل أو خليني أقول
+
+289
+00:24:32,830 --> 00:24:35,730
+بتاخد وقت لأنه محتاج يصير عندها knowledge محتاج
+
+290
+00:24:35,730 --> 00:24:39,310
+يصير فيه knowledge من خلال البيانات هذه ففي الحالة
+
+291
+00:24:39,310 --> 00:24:44,690
+هذه أكيد ال Bayesian method unsuitable for this
+
+292
+00:24:44,690 --> 00:24:49,210
+work أو their workأكيد مش هتقدر تشتغل كويس فهذا
+
+293
+00:24:49,210 --> 00:24:55,870
+بحفظنا الحقيقة ال dissatisfication العدم الرضا في
+
+294
+00:24:55,870 --> 00:24:58,230
+هيك حالة عن ال probability أكيد هيعمل motivation
+
+295
+00:24:58,230 --> 00:25:03,170
+هيعمل حث ان احنا نروح نطور ل certainty factors
+
+296
+00:25:03,170 --> 00:25:07,950
+theorem فلو روحنا طورناها و اشتغلنا عليها هنجد ان
+
+297
+00:25:07,950 --> 00:25:13,000
+هي بالرغم بالرغم من ان هي فيها lacksThe
+
+298
+00:25:13,000 --> 00:25:18,540
+mathematical correctness هي بتفتقر للبيانات
+
+299
+00:25:18,540 --> 00:25:23,240
+الصحيحة حسابيا أو رياضيا، ليش؟ لأنه بنعتمد فيها
+
+300
+00:25:23,240 --> 00:25:27,960
+على ال human expert فعشان هيك مين اللي بدهم يجدوا
+
+301
+00:25:27,960 --> 00:25:31,790
+الآن علاج لل Corona؟الاطباء الاطباء كل واحد
+
+302
+00:25:31,790 --> 00:25:34,330
+واجتهاده كل ما كان ال knowledge تبعته أعلى في
+
+303
+00:25:34,330 --> 00:25:38,850
+مجاله فحنعتمد عليه أكتر أن هم اللي حاولوا يشوفولنا
+
+304
+00:25:38,850 --> 00:25:44,050
+علاج مش ال statistics مش ال statistics فزي ما قلنا
+
+305
+00:25:44,050 --> 00:25:47,990
+في الحالة هذي بتصير outperformers subjective
+
+306
+00:25:47,990 --> 00:25:54,190
+Bayesian reasoning in the areas زي ال diagnostics
+
+307
+00:25:54,190 --> 00:25:57,750
+أو ال diagnosis أو ال diagnosis فواضح أنه هيكون في
+
+308
+00:25:57,750 --> 00:26:07,440
+تفوق هنالا ال expert أو ال certainty factor عناللي
+
+309
+00:26:07,440 --> 00:26:11,020
+هو probability طيب بالرغم من ذلك ال certainty
+
+310
+00:26:11,020 --> 00:26:14,040
+factors are used in cases where the probabilities
+
+311
+00:26:14,040 --> 00:26:19,540
+are not known or too difficult or expensive to
+
+312
+00:26:19,540 --> 00:26:24,620
+obtain كل هذه الحقيقة عناصر بتخلينا نتوجه اكتر لل
+
+313
+00:26:24,620 --> 00:26:27,400
+certainty factors اللي هي ان ال probability غير
+
+314
+00:26:27,400 --> 00:26:32,530
+معروفة انهtoo difficult ان احصل عليها هي صعبة
+
+315
+00:26:32,530 --> 00:26:37,310
+الحصول عليها انه expensive وكلنا كباحثين عارفين ان
+
+316
+00:26:37,310 --> 00:26:40,170
+في قواعد بيانات عشان احصل عليها بدي ادفع احيانا
+
+317
+00:26:40,170 --> 00:26:45,090
+بدنا ندفع ثمن هذه البيانات فممكن تكون more
+
+318
+00:26:45,090 --> 00:26:49,150
+expensive ان احصل عليها فبصير مناسب ان اشوف او
+
+319
+00:26:49,150 --> 00:26:52,190
+اعمل لقاء او اكون احد ال team اللي معانا في الشغل
+
+320
+00:26:52,190 --> 00:26:57,090
+هو human expertيفيدني في حكاية ال certainty factor
+
+321
+00:26:57,090 --> 00:27:01,510
+في حكاية ال certainty factor هنضيف إلى ذلك كمان في
+
+322
+00:27:01,510 --> 00:27:04,810
+ال evidences مش ذاكرين ال evidences لما كنا بنقول
+
+323
+00:27:04,810 --> 00:27:09,190
+في or و and و الأمور دي كلها هذه شوية هتكون أصعب
+
+324
+00:27:09,190 --> 00:27:14,310
+مع ال probability لكن هي لما أتكلم عن ال evidences
+
+325
+00:27:14,310 --> 00:27:18,210
+with different degrees of belief كانت من سهل جدا
+
+326
+00:27:18,210 --> 00:27:22,150
+اتعاملنا معاها بشكل بسيط جدا لما شرحنا ال
+
+327
+00:27:22,150 --> 00:27:26,370
+certainty factorكانت جيدة والتعامل معها سلس ومش
+
+328
+00:27:26,370 --> 00:27:30,570
+محتاج و هذا الأهم مش محتاج تعقيد حسابات مش محتاج
+
+329
+00:27:30,570 --> 00:27:34,350
+تعقيد حسابات طيب ال certainty factor برضه ك
+
+330
+00:27:34,350 --> 00:27:39,050
+approach هي بتعطيني أفضل explanations of the
+
+331
+00:27:39,050 --> 00:27:42,310
+control flow through a rule based expert system
+
+332
+00:27:42,310 --> 00:27:46,290
+برضه في ال expert system لو رجعته لو محضرت ال
+
+333
+00:27:46,290 --> 00:27:50,180
+expert system هتجد ان احنا حطيناflow chart أو
+
+334
+00:27:50,180 --> 00:27:53,160
+حطينا block diagram وكان في عندي ال knowledge base
+
+335
+00:27:53,160 --> 00:27:56,140
+وكان في عندي ال database والاتنين كانوا بروحوا لل
+
+336
+00:27:56,140 --> 00:27:58,680
+inference وال inference ان انتوا متذاكرين كان فيه
+
+337
+00:27:58,680 --> 00:28:02,100
+تحت كلمة explanation ايش يعني explanation يعني اذا
+
+338
+00:28:02,100 --> 00:28:05,820
+انا بدي اتأكد من ال expert system شغال بشكل صحيح
+
+339
+00:28:05,820 --> 00:28:10,640
+بكل بساطة بقدر اروح و اشوفالاستنتاج هو كيف
+
+340
+00:28:10,640 --> 00:28:13,820
+استنتجوا، هيقول من ال rule رقم كذا استنتجت رقم
+
+341
+00:28:13,820 --> 00:28:17,400
+كذا، من ال rule رقم كذا استخدمت ال rule رقم كذا، و
+
+342
+00:28:17,400 --> 00:28:20,940
+لأن هنا conjunction فأنا أخدت ال .. ال conjunction
+
+343
+00:28:20,940 --> 00:28:25,000
+أخدت الأقل، و هنا or أو disjunction أخدت الأكبر،
+
+344
+00:28:25,000 --> 00:28:29,060
+فسهل جدا تتبع ال expert system تبعنا، في ال
+
+345
+00:28:29,060 --> 00:28:31,300
+probability الأمور بتكون أصعب شوية، لأنه أنا
+
+346
+00:28:31,300 --> 00:28:34,180
+بتعامل مع statistics، و ال statistics هذه ممكن
+
+347
+00:28:34,180 --> 00:28:36,860
+تكون ضخمة جدا و كبيرة جدا و مرهقة أننا نقعد
+
+348
+00:28:36,860 --> 00:28:40,880
+نتبعها، نقعد نتابعهاقد يحدث إن إحنا نتابع فقط
+
+349
+00:28:40,880 --> 00:28:43,520
+تنفيذها لل rule، لا أكثر ولا أقل، لكن أنا ما بقدر
+
+350
+00:28:43,520 --> 00:28:48,540
+أتبعها كاملة إن هل فعلا هذه القيم دقيقة مائة
+
+351
+00:28:48,540 --> 00:28:52,220
+بالمائة ولا لأ، احنا مش بنقول إن هي مش دقيقة، ولكن
+
+352
+00:28:52,220 --> 00:28:55,360
+تتبعها، عملية ال explanation هي اللي هتكون صعبة
+
+353
+00:28:56,770 --> 00:29:02,870
+Okay في ال Bayesian برضه في المقابل هي أفضل من حيث
+
+354
+00:29:02,870 --> 00:29:08,070
+الدقة لكن بتعتمد على statistical data exists ان
+
+355
+00:29:08,070 --> 00:29:11,870
+وجود ال statistical data إذا كان والله موجود ال
+
+356
+00:29:11,870 --> 00:29:15,950
+statistical data فبيكون مناسب جدا .. بيكون مناسب
+
+357
+00:29:15,950 --> 00:29:21,610
+جدا في حالة .. في الحالة هذه بده يكون في عند ال
+
+358
+00:29:21,610 --> 00:29:25,070
+knowledge engineer بده يشتغل و هو اللي بده يقود
+
+359
+00:29:25,760 --> 00:29:28,300
+جزئية ال probability لأنه بده يشتغل على ال
+
+360
+00:29:28,300 --> 00:29:30,660
+probability و بده يشتغل على ال expert كمان بده
+
+361
+00:29:30,660 --> 00:29:36,440
+يكون متوفر لإيش ل ال serious decision analytical
+
+362
+00:29:36,440 --> 00:29:41,180
+conversation
+
+363
+00:29:41,180 --> 00:29:44,820
+بمعنى إنه في ال conversations المحاورة اللي حاتين
+
+364
+00:29:44,820 --> 00:29:47,920
+بين قائد الفريق كله اللي هو ال knowledge engineer
+
+365
+00:29:47,920 --> 00:29:51,200
+و ال expert بحيث إنه يحددوا certainty factor بشكل
+
+366
+00:29:51,200 --> 00:29:55,370
+مناسبمش certainty factor ك certainty factor ولكن
+
+367
+00:29:55,370 --> 00:29:59,570
+عشان يكمل المعلومات لاله probability لاله ال
+
+368
+00:29:59,570 --> 00:30:02,790
+probability يقولنا انه في prior knowledge ضرورية
+
+369
+00:30:02,790 --> 00:30:06,470
+ال prior knowledge ضرورية هذه لازم حدا يكملها و
+
+370
+00:30:06,470 --> 00:30:08,230
+طبعا ال knowledge engineer هو مافي النهاية
+
+371
+00:30:08,230 --> 00:30:11,990
+engineer مش هيكون خبير في كل المجالات فلازم يكون
+
+372
+00:30:11,990 --> 00:30:15,190
+في حدا إيه علاقة بال domain expert ك domain expert
+
+373
+00:30:15,190 --> 00:30:20,550
+يشتغلعليها طيب الإشكالية قعدت في ال .. في ال
+
+374
+00:30:20,550 --> 00:30:26,250
+Bayesian approach might be too arbitrary and even
+
+375
+00:30:26,250 --> 00:30:33,350
+biased to produce meaningful results بمعنى إنه
+
+376
+00:30:33,350 --> 00:30:36,150
+ممكن جدا يصير ال biasing اللي تاوي اتكلمنا عنه في
+
+377
+00:30:36,150 --> 00:30:41,060
+فهمنا لال .. ال Bayesian rule أو ال condition ال
+
+378
+00:30:41,060 --> 00:30:44,220
+probability من خلال أنه يكون في عنده بعض ال
+
+379
+00:30:44,220 --> 00:30:48,000
+conditions specific conditions غائبة بعض ال rules
+
+380
+00:30:48,000 --> 00:30:51,960
+مش موجودة أحيانا أحد ال terms في ال .. في القواعد
+
+381
+00:30:51,960 --> 00:30:55,120
+البيانات ممكن ما تكونش موجودة أو تكون مفقودة فبت
+
+382
+00:30:55,120 --> 00:30:58,680
+.. يعني خليني أقول بتقلل من مصداقية ال statistical
+
+383
+00:30:59,740 --> 00:31:02,360
+information بتاعتنا واللي هنحتاجها في الآخر لل
+
+384
+00:31:02,360 --> 00:31:05,400
+probability للبيزيان rule أو للبيزيان approach
+
+385
+00:31:05,400 --> 00:31:11,480
+وهذا هيخليها arbitrary شوية فيها عشوائية فيها أو
+
+386
+00:31:11,480 --> 00:31:15,760
+خلّيني نقول فيها biasing انحياز للبيانات اللي تم
+
+387
+00:31:15,760 --> 00:31:21,130
+فقدها وهذا طبعا هيكون إشكال، هيكون إشكالفي هيك
+
+388
+00:31:21,130 --> 00:31:25,750
+حالة هكون من باب أدعى إنه نرجع برضه لل domain أو
+
+389
+00:31:25,750 --> 00:31:30,090
+لل human expert عشان يكمللنا هذه المعلومات الحاجة
+
+390
+00:31:30,090 --> 00:31:32,650
+الأهم اللي بتخلي الناس تروح ل uncertainty factor
+
+391
+00:31:32,650 --> 00:31:36,450
+هي إن ال Bayesian rule exponential complexity
+
+392
+00:31:36,450 --> 00:31:42,300
+exponential complexity من ناحية time وال space و
+
+393
+00:31:42,300 --> 00:31:46,020
+هذه أكبر مشكلة ممكنة لما يكون عنده ال knowledge
+
+394
+00:31:46,020 --> 00:31:49,740
+كبيرة ال knowledge عنده كبيرة فأهم نقطة و كل
+
+395
+00:31:49,740 --> 00:31:53,440
+مهندسين حاسوب يعلموا ذلك أهم نقطة هي ال complexity
+
+396
+00:31:53,440 --> 00:31:59,240
+سواء time أو space هذه هتكون مفقودة من ناحية ال
+
+397
+00:31:59,240 --> 00:32:02,100
+improvement في ال Bayesian وهذا اللي هيخل الناس
+
+398
+00:32:02,100 --> 00:32:05,760
+تروح ل certainty factor certainty factor حقيقة هي
+
+399
+00:32:05,760 --> 00:32:11,110
+للمرة القادمة هنكمل فيها في الفضيهنتعامل معاها ك
+
+400
+00:32:11,110 --> 00:32:15,190
+certainty factors ونترجم بعض مصطلحات و نعمل لها
+
+401
+00:32:15,190 --> 00:32:19,330
+بعض ال process المعينة فهنعتمد بشكل أكبر على ال
+
+402
+00:32:19,330 --> 00:32:22,790
+certainty factor لأنها هتكون أسرع في التنفيذ أسرع
+
+403
+00:32:22,790 --> 00:32:25,850
+في التنفيذ و أسهل في كمان مرة بنقولها ال
+
+404
+00:32:25,850 --> 00:32:29,030
+explanation في ال explanation فللمرة القادمة ان
+
+405
+00:32:29,030 --> 00:32:31,610
+شاء الله تعالى ناخد موضوعنا الجديد اللي هو ال
+
+406
+00:32:31,610 --> 00:32:34,710
+fuzzy فيعطيكم الصحة والعافية و البركة الله فيكم و
+
+407
+00:32:34,710 --> 00:32:35,150
+شكرا
+
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/Ch-cOj9tYLw_raw.json b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/Ch-cOj9tYLw_raw.json
new file mode 100644
index 0000000000000000000000000000000000000000..ea3e7882b1d4dec9003b21cb174842dd49a35ede
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/Ch-cOj9tYLw_raw.json
@@ -0,0 +1 @@
+{"segments": [{"id": 1, "seek": 2671, "start": 5.35, "end": 26.71, "text": "بسم الله الرحمن الرحيم والصلاة والسلام على أشرف الأنبياء والمرسلين سيدنا محمد وعلى آله وصحبه أجمعين آمين نستكمل الآن باقي محاضرات الـ AI أو الـ Artificial Intelligence course هنتحدث بشكل أساسي مقدمة سريعة و what is fuzzy thinking؟ بنتكلم عن الـ fuzzy sets", "tokens": [3555, 38251, 21984, 34892, 5016, 27842, 34892, 5016, 32640, 16070, 9381, 15040, 3660, 16070, 3794, 37440, 15844, 5551, 8592, 28480, 16247, 1863, 21292, 16606, 4032, 45340, 2288, 3794, 1211, 9957, 8608, 25708, 8315, 3714, 35571, 3215, 4032, 3615, 23942, 19753, 43761, 4032, 9381, 5016, 3555, 3224, 5551, 7435, 2304, 3615, 9957, 19753, 2304, 9957, 8717, 14851, 24793, 1211, 6024, 48506, 4724, 995, 38436, 3714, 5016, 46958, 2288, 9307, 2423, 39184, 7318, 34051, 2423, 39184, 5735, 10371, 27274, 1164, 8032, 29399, 24401, 12984, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 3714, 28543, 46007, 8608, 16572, 27884, 4032, 437, 307, 34710, 1953, 22807, 4724, 29399, 4117, 19528, 18871, 2423, 39184, 34710, 6352], "avg_logprob": -0.11585022549371461, "compression_ratio": 1.5708812260536398, "no_speech_prob": 0.0, "words": [{"start": 5.35, "end": 5.63, "word": "بسم", "probability": 0.8701171875}, {"start": 5.63, "end": 5.73, "word": " الله", "probability": 0.9375}, {"start": 5.73, "end": 5.99, "word": " الرحمن", "probability": 0.974609375}, {"start": 5.99, "end": 6.27, "word": " الرحيم", "probability": 0.9933268229166666}, {"start": 6.27, "end": 6.59, "word": " والصلاة", "probability": 0.8831787109375}, {"start": 6.59, "end": 6.93, "word": " والسلام", "probability": 0.95458984375}, {"start": 6.93, "end": 7.07, "word": " على", "probability": 0.53173828125}, {"start": 7.07, "end": 7.31, "word": " أشرف", "probability": 0.9822591145833334}, {"start": 7.31, "end": 7.67, "word": " الأنبياء", "probability": 0.9903564453125}, {"start": 7.67, "end": 8.19, "word": " والمرسلين", "probability": 0.8189290364583334}, {"start": 8.19, "end": 8.57, "word": " سيدنا", "probability": 0.9073893229166666}, {"start": 8.57, "end": 9.11, "word": " محمد", "probability": 0.9747721354166666}, {"start": 9.11, "end": 9.75, "word": " وعلى", "probability": 0.8878580729166666}, {"start": 9.75, "end": 9.97, "word": " آله", "probability": 0.947998046875}, {"start": 9.97, "end": 10.51, "word": " وصحبه", "probability": 0.96943359375}, {"start": 10.51, "end": 11.23, "word": " أجمعين", "probability": 0.98837890625}, {"start": 11.23, "end": 11.87, "word": " آمين", "probability": 0.7591145833333334}, {"start": 11.87, "end": 13.29, "word": " نستكمل", "probability": 0.854248046875}, {"start": 13.29, "end": 13.69, "word": " الآن", "probability": 0.86083984375}, {"start": 13.69, "end": 14.63, "word": " باقي", "probability": 0.9461263020833334}, {"start": 14.63, "end": 15.47, "word": " محاضرات", "probability": 0.97900390625}, {"start": 15.47, "end": 16.57, "word": " الـ", "probability": 0.927490234375}, {"start": 16.57, "end": 16.85, "word": " AI", "probability": 0.80078125}, {"start": 16.85, "end": 17.05, "word": " أو", "probability": 0.94189453125}, {"start": 17.05, "end": 17.15, "word": " الـ", "probability": 0.921630859375}, {"start": 17.15, "end": 17.53, "word": " Artificial", "probability": 0.903076171875}, {"start": 17.53, "end": 18.17, "word": " Intelligence", "probability": 0.875}, {"start": 18.17, "end": 19.01, "word": " course", "probability": 0.83642578125}, {"start": 19.01, "end": 20.29, "word": " هنتحدث", "probability": 0.94482421875}, {"start": 20.29, "end": 20.63, "word": " بشكل", "probability": 0.9934895833333334}, {"start": 20.63, "end": 21.03, "word": " أساسي", "probability": 0.9896240234375}, {"start": 21.03, "end": 21.49, "word": " مقدمة", "probability": 0.97021484375}, {"start": 21.49, "end": 21.93, "word": " سريعة", "probability": 0.9765625}, {"start": 21.93, "end": 22.55, "word": " و", "probability": 0.685546875}, {"start": 22.55, "end": 23.49, "word": " what", "probability": 0.25732421875}, {"start": 23.49, "end": 23.75, "word": " is", "probability": 0.95947265625}, {"start": 23.75, "end": 24.17, "word": " fuzzy", "probability": 0.9072265625}, {"start": 24.17, "end": 25.43, "word": " thinking؟", "probability": 0.6683349609375}, {"start": 25.43, "end": 25.85, "word": " بنتكلم", "probability": 0.81207275390625}, {"start": 25.85, "end": 26.01, "word": " عن", "probability": 0.99609375}, {"start": 26.01, "end": 26.17, "word": " الـ", "probability": 0.951171875}, {"start": 26.17, "end": 26.35, "word": " fuzzy", "probability": 0.732421875}, {"start": 26.35, "end": 26.71, "word": " sets", "probability": 0.93310546875}], "temperature": 1.0}, {"id": 2, "seek": 5471, "start": 27.77, "end": 54.71, "text": "مجموعات الـ fuzzy linguistic variables and hedges الهدجز الحواف أو الأطراف اللي هي خاصة بال sets بتاعتنا ال operations on fuzzy sets هنتكلم عن ال fuzzy rules وهذه هتبدأ منها عملية الحل أو كيف ممكن أطبق هذه النظرية أو هذا ال system على applications واضحة وكيف بتم الحل فيها", "tokens": [2304, 7435, 2304, 45367, 9307, 2423, 39184, 34710, 43002, 9102, 293, 33653, 2880, 2423, 3224, 3215, 7435, 11622, 21542, 14407, 5172, 34051, 16247, 9566, 23557, 5172, 13672, 1829, 39896, 16490, 33546, 3660, 20666, 6352, 39894, 995, 34268, 8315, 2423, 7705, 322, 34710, 6352, 8032, 29399, 4117, 19528, 18871, 2423, 34710, 4474, 37037, 24192, 8032, 2655, 44510, 10721, 9154, 11296, 6225, 42213, 10632, 21542, 1211, 34051, 9122, 33911, 3714, 43020, 5551, 9566, 3555, 4587, 29538, 28239, 19913, 2288, 10632, 34051, 23758, 2423, 1185, 15844, 5821, 4032, 46958, 5016, 3660, 4032, 4117, 33911, 4724, 39237, 21542, 1211, 8978, 11296], "avg_logprob": -0.11933992643441473, "compression_ratio": 1.5891472868217054, "no_speech_prob": 0.0, "words": [{"start": 27.77, "end": 28.43, "word": "مجموعات", "probability": 0.975}, {"start": 28.43, "end": 28.75, "word": " الـ", "probability": 0.75830078125}, {"start": 28.75, "end": 28.93, "word": " fuzzy", "probability": 0.61181640625}, {"start": 28.93, "end": 31.25, "word": " linguistic", "probability": 0.3544921875}, {"start": 31.25, "end": 32.59, "word": " variables", "probability": 0.94091796875}, {"start": 32.59, "end": 33.21, "word": " and", "probability": 0.9521484375}, {"start": 33.21, "end": 33.85, "word": " hedges", "probability": 0.862060546875}, {"start": 33.85, "end": 34.81, "word": " الهدجز", "probability": 0.750732421875}, {"start": 34.81, "end": 35.63, "word": " الحواف", "probability": 0.93994140625}, {"start": 35.63, "end": 35.83, "word": " أو", "probability": 0.873046875}, {"start": 35.83, "end": 36.45, "word": " الأطراف", "probability": 0.972900390625}, {"start": 36.45, "end": 37.13, "word": " اللي", "probability": 0.884033203125}, {"start": 37.13, "end": 37.35, "word": " هي", "probability": 0.84814453125}, {"start": 37.35, "end": 37.75, "word": " خاصة", "probability": 0.9656575520833334}, {"start": 37.75, "end": 37.99, "word": " بال", "probability": 0.8408203125}, {"start": 37.99, "end": 38.39, "word": " sets", "probability": 0.783203125}, {"start": 38.39, "end": 38.89, "word": " بتاعتنا", "probability": 0.9755859375}, {"start": 38.89, "end": 39.75, "word": " ال", "probability": 0.94970703125}, {"start": 39.75, "end": 40.65, "word": " operations", "probability": 0.80126953125}, {"start": 40.65, "end": 41.61, "word": " on", "probability": 0.91748046875}, {"start": 41.61, "end": 41.91, "word": " fuzzy", "probability": 0.9345703125}, {"start": 41.91, "end": 42.31, "word": " sets", "probability": 0.9208984375}, {"start": 42.31, "end": 42.95, "word": " هنتكلم", "probability": 0.84808349609375}, {"start": 42.95, "end": 43.13, "word": " عن", "probability": 0.9951171875}, {"start": 43.13, "end": 43.27, "word": " ال", "probability": 0.93505859375}, {"start": 43.27, "end": 43.55, "word": " fuzzy", "probability": 0.98046875}, {"start": 43.55, "end": 44.05, "word": " rules", "probability": 0.84521484375}, {"start": 44.05, "end": 44.81, "word": " وهذه", "probability": 0.705322265625}, {"start": 44.81, "end": 45.39, "word": " هتبدأ", "probability": 0.9195556640625}, {"start": 45.39, "end": 45.95, "word": " منها", "probability": 0.979248046875}, {"start": 45.95, "end": 46.41, "word": " عملية", "probability": 0.9905598958333334}, {"start": 46.41, "end": 46.93, "word": " الحل", "probability": 0.989990234375}, {"start": 46.93, "end": 47.31, "word": " أو", "probability": 0.86279296875}, {"start": 47.31, "end": 47.53, "word": " كيف", "probability": 0.984130859375}, {"start": 47.53, "end": 47.83, "word": " ممكن", "probability": 0.97412109375}, {"start": 47.83, "end": 48.95, "word": " أطبق", "probability": 0.9041748046875}, {"start": 48.95, "end": 49.27, "word": " هذه", "probability": 0.95068359375}, {"start": 49.27, "end": 49.91, "word": " النظرية", "probability": 0.9715576171875}, {"start": 49.91, "end": 50.37, "word": " أو", "probability": 0.876953125}, {"start": 50.37, "end": 50.55, "word": " هذا", "probability": 0.951171875}, {"start": 50.55, "end": 50.69, "word": " ال", "probability": 0.880859375}, {"start": 50.69, "end": 51.11, "word": " system", "probability": 0.9599609375}, {"start": 51.11, "end": 51.63, "word": " على", "probability": 0.87451171875}, {"start": 51.63, "end": 52.43, "word": " applications", "probability": 0.9716796875}, {"start": 52.43, "end": 53.03, "word": " واضحة", "probability": 0.9794921875}, {"start": 53.03, "end": 53.57, "word": " وكيف", "probability": 0.9251302083333334}, {"start": 53.57, "end": 53.91, "word": " بتم", "probability": 0.5733642578125}, {"start": 53.91, "end": 54.37, "word": " الحل", "probability": 0.9931640625}, {"start": 54.37, "end": 54.71, "word": " فيها", "probability": 0.984619140625}], "temperature": 1.0}, {"id": 3, "seek": 8100, "start": 56.24, "end": 81.0, "text": "هنبدأ نقول إن والله عادة ال experts بيعتمدوا بشكل كامل على ال common sense تبعتهم على الحاسس تبعتهم على ال sense تبعهم تجاه الأشياء لحل المشكلة فهم بيكون عنده sense معين، بيكون عنده إحساس في المشكلة وبناء عليها بحل، بهمش كتير أحيانا ال experts إنه يعرف القيم بشكل محدد", "tokens": [3224, 1863, 44510, 10721, 8717, 39648, 36145, 16070, 43761, 6225, 18513, 3660, 2423, 8572, 4724, 1829, 34268, 2304, 3215, 14407, 4724, 8592, 28820, 9122, 10943, 1211, 15844, 2423, 2689, 2020, 6055, 3555, 34268, 16095, 15844, 21542, 32277, 3794, 6055, 3555, 34268, 16095, 15844, 2423, 2020, 6055, 3555, 3615, 16095, 6055, 7435, 40294, 16247, 8592, 1829, 16606, 5296, 5016, 1211, 9673, 8592, 28820, 3660, 6156, 16095, 4724, 1829, 30544, 43242, 3224, 2020, 20449, 9957, 12399, 4724, 1829, 30544, 43242, 3224, 11933, 5016, 3794, 32277, 8978, 9673, 8592, 28820, 3660, 46599, 1863, 16606, 25894, 11296, 4724, 5016, 1211, 12399, 4724, 16095, 8592, 9122, 2655, 13546, 5551, 5016, 1829, 7649, 995, 2423, 8572, 36145, 3224, 37495, 28480, 25062, 32640, 4724, 8592, 28820, 3714, 24401, 3215], "avg_logprob": -0.1357977593817362, "compression_ratio": 1.944206008583691, "no_speech_prob": 0.0, "words": [{"start": 56.24, "end": 56.74, "word": "هنبدأ", "probability": 0.8682861328125}, {"start": 56.74, "end": 57.12, "word": " نقول", "probability": 0.8818359375}, {"start": 57.12, "end": 57.26, "word": " إن", "probability": 0.6220703125}, {"start": 57.26, "end": 57.54, "word": " والله", "probability": 0.7347412109375}, {"start": 57.54, "end": 57.9, "word": " عادة", "probability": 0.9812825520833334}, {"start": 57.9, "end": 58.04, "word": " ال", "probability": 0.82861328125}, {"start": 58.04, "end": 58.5, "word": " experts", "probability": 0.60546875}, {"start": 58.5, "end": 59.36, "word": " بيعتمدوا", "probability": 0.9356282552083334}, {"start": 59.36, "end": 59.7, "word": " بشكل", "probability": 0.984375}, {"start": 59.7, "end": 60.62, "word": " كامل", "probability": 0.99755859375}, {"start": 60.62, "end": 60.88, "word": " على", "probability": 0.86181640625}, {"start": 60.88, "end": 61.32, "word": " ال", "probability": 0.9140625}, {"start": 61.32, "end": 61.56, "word": " common", "probability": 0.87841796875}, {"start": 61.56, "end": 62.06, "word": " sense", "probability": 0.82861328125}, {"start": 62.06, "end": 62.7, "word": " تبعتهم", "probability": 0.870361328125}, {"start": 62.7, "end": 63.16, "word": " على", "probability": 0.66748046875}, {"start": 63.16, "end": 64.46, "word": " الحاسس", "probability": 0.72998046875}, {"start": 64.46, "end": 64.9, "word": " تبعتهم", "probability": 0.83740234375}, {"start": 64.9, "end": 65.12, "word": " على", "probability": 0.82763671875}, {"start": 65.12, "end": 65.36, "word": " ال", "probability": 0.9677734375}, {"start": 65.36, "end": 65.6, "word": " sense", "probability": 0.78564453125}, {"start": 65.6, "end": 66.1, "word": " تبعهم", "probability": 0.8712158203125}, {"start": 66.1, "end": 66.58, "word": " تجاه", "probability": 0.8289388020833334}, {"start": 66.58, "end": 67.14, "word": " الأشياء", "probability": 0.9957275390625}, {"start": 67.14, "end": 67.54, "word": " لحل", "probability": 0.9781901041666666}, {"start": 67.54, "end": 68.2, "word": " المشكلة", "probability": 0.9971923828125}, {"start": 68.2, "end": 68.84, "word": " فهم", "probability": 0.83056640625}, {"start": 68.84, "end": 69.94, "word": " بيكون", "probability": 0.96044921875}, {"start": 69.94, "end": 70.2, "word": " عنده", "probability": 0.888427734375}, {"start": 70.2, "end": 70.46, "word": " sense", "probability": 0.8427734375}, {"start": 70.46, "end": 70.94, "word": " معين،", "probability": 0.8868815104166666}, {"start": 70.94, "end": 71.16, "word": " بيكون", "probability": 0.9641927083333334}, {"start": 71.16, "end": 71.38, "word": " عنده", "probability": 0.9814453125}, {"start": 71.38, "end": 71.88, "word": " إحساس", "probability": 0.9661865234375}, {"start": 71.88, "end": 72.02, "word": " في", "probability": 0.97265625}, {"start": 72.02, "end": 72.58, "word": " المشكلة", "probability": 0.9979248046875}, {"start": 72.58, "end": 73.14, "word": " وبناء", "probability": 0.7089029947916666}, {"start": 73.14, "end": 73.66, "word": " عليها", "probability": 0.926513671875}, {"start": 73.66, "end": 74.86, "word": " بحل،", "probability": 0.73590087890625}, {"start": 74.86, "end": 76.38, "word": " بهمش", "probability": 0.5855305989583334}, {"start": 76.38, "end": 76.74, "word": " كتير", "probability": 0.9794921875}, {"start": 76.74, "end": 77.3, "word": " أحيانا", "probability": 0.887548828125}, {"start": 77.3, "end": 77.52, "word": " ال", "probability": 0.94140625}, {"start": 77.52, "end": 78.1, "word": " experts", "probability": 0.9658203125}, {"start": 78.1, "end": 79.02, "word": " إنه", "probability": 0.800537109375}, {"start": 79.02, "end": 79.46, "word": " يعرف", "probability": 0.990478515625}, {"start": 79.46, "end": 79.84, "word": " القيم", "probability": 0.946044921875}, {"start": 79.84, "end": 80.34, "word": " بشكل", "probability": 0.9947916666666666}, {"start": 80.34, "end": 81.0, "word": " محدد", "probability": 0.99560546875}], "temperature": 1.0}, {"id": 4, "seek": 10826, "start": 81.42, "end": 108.26, "text": "إن يقول والله جداش احتمالية كذا في كذا جداش ال certainty factor جداش جداش جداش كل البيانات ده يمكن أحيانا بتهموش كتير لما يشوف عراض معينة بيقعدش الطبيب يقول هي جداش نسبة حدوث العرض لأ هو بياخد بال sense تبعه بال common sense تبعه فعملية تمثيل ال knowledge عادة هي ambiguous أو vague", "tokens": [28814, 1863, 7251, 39648, 16070, 43761, 10874, 3215, 33599, 1975, 33753, 2304, 6027, 10632, 9122, 15730, 8978, 9122, 15730, 10874, 3215, 33599, 2423, 27022, 5952, 10874, 3215, 33599, 10874, 3215, 33599, 10874, 3215, 33599, 28242, 2423, 21292, 7649, 9307, 11778, 3224, 7251, 43020, 5551, 5016, 1829, 7649, 995, 39894, 16095, 2407, 8592, 9122, 2655, 13546, 5296, 15042, 7251, 8592, 38688, 6225, 2288, 46958, 20449, 9957, 3660, 4724, 1829, 4587, 22488, 8592, 41950, 21292, 3555, 7251, 39648, 39896, 10874, 3215, 33599, 8717, 35457, 3660, 11331, 3215, 2407, 12984, 18863, 43042, 5296, 10721, 31439, 4724, 1829, 47283, 3215, 20666, 2020, 6055, 3555, 3615, 3224, 20666, 2689, 2020, 6055, 3555, 3615, 3224, 6156, 25957, 1211, 10632, 46811, 12984, 26895, 2423, 3601, 6225, 18513, 3660, 39896, 39465, 34051, 24247], "avg_logprob": -0.15463789422360677, "compression_ratio": 1.7218045112781954, "no_speech_prob": 0.0, "words": [{"start": 81.42, "end": 81.58, "word": "إن", "probability": 0.7010498046875}, {"start": 81.58, "end": 81.76, "word": " يقول", "probability": 0.930908203125}, {"start": 81.76, "end": 82.02, "word": " والله", "probability": 0.6407470703125}, {"start": 82.02, "end": 82.32, "word": " جداش", "probability": 0.7063802083333334}, {"start": 82.32, "end": 82.8, "word": " احتمالية", "probability": 0.959765625}, {"start": 82.8, "end": 83.06, "word": " كذا", "probability": 0.97119140625}, {"start": 83.06, "end": 83.24, "word": " في", "probability": 0.87939453125}, {"start": 83.24, "end": 83.54, "word": " كذا", "probability": 0.99072265625}, {"start": 83.54, "end": 84.04, "word": " جداش", "probability": 0.805419921875}, {"start": 84.04, "end": 84.18, "word": " ال", "probability": 0.70947265625}, {"start": 84.18, "end": 84.44, "word": " certainty", "probability": 0.79443359375}, {"start": 84.44, "end": 85.0, "word": " factor", "probability": 0.93505859375}, {"start": 85.0, "end": 85.6, "word": " جداش", "probability": 0.91064453125}, {"start": 85.6, "end": 85.92, "word": " جداش", "probability": 0.9635416666666666}, {"start": 85.92, "end": 86.2, "word": " جداش", "probability": 0.9853515625}, {"start": 86.2, "end": 86.42, "word": " كل", "probability": 0.52392578125}, {"start": 86.42, "end": 86.8, "word": " البيانات", "probability": 0.9443359375}, {"start": 86.8, "end": 86.92, "word": " ده", "probability": 0.4744873046875}, {"start": 86.92, "end": 87.1, "word": " يمكن", "probability": 0.84765625}, {"start": 87.1, "end": 87.4, "word": " أحيانا", "probability": 0.93310546875}, {"start": 87.4, "end": 88.68, "word": " بتهموش", "probability": 0.789306640625}, {"start": 88.68, "end": 89.04, "word": " كتير", "probability": 0.9837239583333334}, {"start": 89.04, "end": 90.58, "word": " لما", "probability": 0.92041015625}, {"start": 90.58, "end": 90.84, "word": " يشوف", "probability": 0.9952799479166666}, {"start": 90.84, "end": 91.14, "word": " عراض", "probability": 0.8880208333333334}, {"start": 91.14, "end": 91.84, "word": " معينة", "probability": 0.9938151041666666}, {"start": 91.84, "end": 92.34, "word": " بيقعدش", "probability": 0.755810546875}, {"start": 92.34, "end": 92.72, "word": " الطبيب", "probability": 0.9830729166666666}, {"start": 92.72, "end": 92.96, "word": " يقول", "probability": 0.980712890625}, {"start": 92.96, "end": 93.14, "word": " هي", "probability": 0.65771484375}, {"start": 93.14, "end": 93.48, "word": " جداش", "probability": 0.98974609375}, {"start": 93.48, "end": 94.0, "word": " نسبة", "probability": 0.9947916666666666}, {"start": 94.0, "end": 94.58, "word": " حدوث", "probability": 0.9906005859375}, {"start": 94.58, "end": 95.04, "word": " العرض", "probability": 0.927490234375}, {"start": 95.04, "end": 95.88, "word": " لأ", "probability": 0.90673828125}, {"start": 95.88, "end": 96.0, "word": " هو", "probability": 0.96142578125}, {"start": 96.0, "end": 96.34, "word": " بياخد", "probability": 0.987060546875}, {"start": 96.34, "end": 96.48, "word": " بال", "probability": 0.97509765625}, {"start": 96.48, "end": 96.76, "word": " sense", "probability": 0.472900390625}, {"start": 96.76, "end": 97.06, "word": " تبعه", "probability": 0.9134521484375}, {"start": 97.06, "end": 97.18, "word": " بال", "probability": 0.86865234375}, {"start": 97.18, "end": 97.38, "word": " common", "probability": 0.93798828125}, {"start": 97.38, "end": 97.76, "word": " sense", "probability": 0.8701171875}, {"start": 97.76, "end": 99.32, "word": " تبعه", "probability": 0.84259033203125}, {"start": 99.32, "end": 100.22, "word": " فعملية", "probability": 0.910888671875}, {"start": 100.22, "end": 100.9, "word": " تمثيل", "probability": 0.8583984375}, {"start": 100.9, "end": 102.82, "word": " ال", "probability": 0.93212890625}, {"start": 102.82, "end": 103.52, "word": " knowledge", "probability": 0.71533203125}, {"start": 103.52, "end": 104.28, "word": " عادة", "probability": 0.9881184895833334}, {"start": 104.28, "end": 104.94, "word": " هي", "probability": 0.8759765625}, {"start": 104.94, "end": 105.54, "word": " ambiguous", "probability": 0.888671875}, {"start": 105.54, "end": 106.4, "word": " أو", "probability": 0.6796875}, {"start": 106.4, "end": 108.26, "word": " vague", "probability": 0.47021484375}], "temperature": 1.0}, {"id": 5, "seek": 13733, "start": 111.31, "end": 137.33, "text": "أو ambiguous بمعنى غير واضحة هي ك term بيستخدم في الحسوب لكن بيكونش true أو false يعني بيكونش واحد أو صفر خلاص أنا بقول واحد أو صفر بمعنى true or false لا هي بتكونش بهذا الشكل و في نفس الوجب حتى لما بده يقول لأ هي between them ويعطيني قيمة معينة بقدرش أقوله قيمة بأرقام ولكن بقوله قيمة linguistic value زي إن أقوله والله", "tokens": [10721, 2407, 39465, 4724, 2304, 3615, 1863, 7578, 32771, 13546, 4032, 46958, 5016, 3660, 39896, 9122, 1433, 4724, 1829, 14851, 9778, 40448, 8978, 21542, 3794, 37746, 44381, 4724, 1829, 30544, 8592, 2074, 34051, 7908, 37495, 22653, 4724, 1829, 30544, 8592, 36764, 24401, 34051, 20328, 5172, 2288, 16490, 1211, 33546, 41850, 4724, 39648, 36764, 24401, 34051, 20328, 5172, 2288, 4724, 2304, 3615, 1863, 7578, 2074, 420, 7908, 20193, 39896, 39894, 30544, 8592, 39627, 15730, 25124, 28820, 4032, 8978, 8717, 36178, 2423, 29245, 3555, 11331, 49975, 5296, 15042, 47525, 3224, 7251, 39648, 5296, 10721, 39896, 1296, 552, 4032, 40228, 9566, 9957, 1829, 12174, 32640, 3660, 20449, 9957, 3660, 4724, 28543, 2288, 8592, 5551, 39648, 3224, 12174, 32640, 3660, 4724, 10721, 2288, 4587, 10943, 35525, 19452, 4724, 39648, 3224, 12174, 32640, 3660, 43002, 2158, 30767, 1829, 36145, 5551, 39648, 3224, 16070, 43761], "avg_logprob": -0.15111606610672815, "compression_ratio": 1.8303886925795052, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 111.31, "end": 111.57, "word": "أو", "probability": 0.55047607421875}, {"start": 111.57, "end": 111.97, "word": " ambiguous", "probability": 0.8955078125}, {"start": 111.97, "end": 112.47, "word": " بمعنى", "probability": 0.9794921875}, {"start": 112.47, "end": 112.71, "word": " غير", "probability": 0.99755859375}, {"start": 112.71, "end": 113.27, "word": " واضحة", "probability": 0.972900390625}, {"start": 113.27, "end": 113.61, "word": " هي", "probability": 0.83544921875}, {"start": 113.61, "end": 113.83, "word": " ك", "probability": 0.9814453125}, {"start": 113.83, "end": 114.17, "word": " term", "probability": 0.7783203125}, {"start": 114.17, "end": 114.81, "word": " بيستخدم", "probability": 0.9755859375}, {"start": 114.81, "end": 114.93, "word": " في", "probability": 0.93310546875}, {"start": 114.93, "end": 115.47, "word": " الحسوب", "probability": 0.813720703125}, {"start": 115.47, "end": 116.29, "word": " لكن", "probability": 0.95458984375}, {"start": 116.29, "end": 117.53, "word": " بيكونش", "probability": 0.8494873046875}, {"start": 117.53, "end": 118.01, "word": " true", "probability": 0.9580078125}, {"start": 118.01, "end": 118.83, "word": " أو", "probability": 0.75830078125}, {"start": 118.83, "end": 119.59, "word": " false", "probability": 0.90087890625}, {"start": 119.59, "end": 119.89, "word": " يعني", "probability": 0.886474609375}, {"start": 119.89, "end": 120.27, "word": " بيكونش", "probability": 0.893310546875}, {"start": 120.27, "end": 120.69, "word": " واحد", "probability": 0.960205078125}, {"start": 120.69, "end": 120.87, "word": " أو", "probability": 0.7265625}, {"start": 120.87, "end": 121.15, "word": " صفر", "probability": 0.9778645833333334}, {"start": 121.15, "end": 121.45, "word": " خلاص", "probability": 0.98095703125}, {"start": 121.45, "end": 121.63, "word": " أنا", "probability": 0.64306640625}, {"start": 121.63, "end": 121.87, "word": " بقول", "probability": 0.986328125}, {"start": 121.87, "end": 122.09, "word": " واحد", "probability": 0.993896484375}, {"start": 122.09, "end": 122.21, "word": " أو", "probability": 0.75830078125}, {"start": 122.21, "end": 122.43, "word": " صفر", "probability": 0.9899088541666666}, {"start": 122.43, "end": 122.73, "word": " بمعنى", "probability": 0.954296875}, {"start": 122.73, "end": 122.97, "word": " true", "probability": 0.42529296875}, {"start": 122.97, "end": 123.13, "word": " or", "probability": 0.44775390625}, {"start": 123.13, "end": 123.35, "word": " false", "probability": 0.91455078125}, {"start": 123.35, "end": 123.75, "word": " لا", "probability": 0.43798828125}, {"start": 123.75, "end": 123.85, "word": " هي", "probability": 0.8642578125}, {"start": 123.85, "end": 124.25, "word": " بتكونش", "probability": 0.781494140625}, {"start": 124.25, "end": 124.51, "word": " بهذا", "probability": 0.95166015625}, {"start": 124.51, "end": 124.89, "word": " الشكل", "probability": 0.9931640625}, {"start": 124.89, "end": 125.33, "word": " و", "probability": 0.85888671875}, {"start": 125.33, "end": 125.45, "word": " في", "probability": 0.60986328125}, {"start": 125.45, "end": 125.67, "word": " نفس", "probability": 0.99853515625}, {"start": 125.67, "end": 125.95, "word": " الوجب", "probability": 0.69677734375}, {"start": 125.95, "end": 126.37, "word": " حتى", "probability": 0.888916015625}, {"start": 126.37, "end": 126.57, "word": " لما", "probability": 0.963134765625}, {"start": 126.57, "end": 127.27, "word": " بده", "probability": 0.537109375}, {"start": 127.27, "end": 127.93, "word": " يقول", "probability": 0.896240234375}, {"start": 127.93, "end": 128.13, "word": " لأ", "probability": 0.6260986328125}, {"start": 128.13, "end": 128.29, "word": " هي", "probability": 0.8828125}, {"start": 128.29, "end": 128.59, "word": " between", "probability": 0.943359375}, {"start": 128.59, "end": 128.87, "word": " them", "probability": 0.92822265625}, {"start": 128.87, "end": 129.33, "word": " ويعطيني", "probability": 0.85751953125}, {"start": 129.33, "end": 129.65, "word": " قيمة", "probability": 0.99169921875}, {"start": 129.65, "end": 130.21, "word": " معينة", "probability": 0.9923502604166666}, {"start": 130.21, "end": 130.87, "word": " بقدرش", "probability": 0.864013671875}, {"start": 130.87, "end": 131.39, "word": " أقوله", "probability": 0.8486328125}, {"start": 131.39, "end": 132.13, "word": " قيمة", "probability": 0.9913736979166666}, {"start": 132.13, "end": 132.77, "word": " بأرقام", "probability": 0.96611328125}, {"start": 132.77, "end": 133.41, "word": " ولكن", "probability": 0.88232421875}, {"start": 133.41, "end": 133.89, "word": " بقوله", "probability": 0.9733072916666666}, {"start": 133.89, "end": 134.47, "word": " قيمة", "probability": 0.9933268229166666}, {"start": 134.47, "end": 135.01, "word": " linguistic", "probability": 0.919921875}, {"start": 135.01, "end": 135.91, "word": " value", "probability": 0.97998046875}, {"start": 135.91, "end": 136.43, "word": " زي", "probability": 0.96240234375}, {"start": 136.43, "end": 136.55, "word": " إن", "probability": 0.42333984375}, {"start": 136.55, "end": 136.97, "word": " أقوله", "probability": 0.7985026041666666}, {"start": 136.97, "end": 137.33, "word": " والله", "probability": 0.921875}], "temperature": 1.0}, {"id": 6, "seek": 15991, "start": 138.47, "end": 159.91, "text": "ال linguistic value اللي بدي أقوله إياها أقول له low, medium, high اللي هو بيسألني مثلا جداش طول شخص معين بقدرش أقوله واحد وصفر أنا بعطيله إياها بدرجات بمعنى بيصير عندي linguistic variable أو متغير لفظي فممكن أقول ساعتها المتغير لفظها ده ممكن أقول", "tokens": [6027, 43002, 2158, 13672, 1829, 4724, 16254, 5551, 39648, 3224, 11933, 25528, 11296, 5551, 39648, 46740, 2295, 11, 6399, 11, 1090, 13672, 1829, 31439, 4724, 1829, 3794, 10721, 1211, 22653, 50113, 15040, 10874, 3215, 33599, 23032, 12610, 13412, 9778, 9381, 20449, 9957, 4724, 28543, 2288, 8592, 5551, 39648, 3224, 36764, 24401, 4032, 9381, 5172, 2288, 41850, 4724, 3615, 9566, 26895, 3224, 11933, 25528, 11296, 47525, 47341, 9307, 4724, 2304, 3615, 1863, 7578, 4724, 1829, 9381, 13546, 18871, 16254, 43002, 7006, 34051, 44650, 17082, 13546, 5296, 5172, 19913, 1829, 6156, 2304, 43020, 5551, 39648, 8608, 995, 34268, 11296, 9673, 2655, 17082, 13546, 5296, 5172, 19913, 11296, 11778, 3224, 3714, 43020, 5551, 39648], "avg_logprob": -0.1577845946220415, "compression_ratio": 1.7445887445887447, "no_speech_prob": 0.0, "words": [{"start": 138.47, "end": 138.65, "word": "ال", "probability": 0.884765625}, {"start": 138.65, "end": 138.93, "word": " linguistic", "probability": 0.61767578125}, {"start": 138.93, "end": 139.27, "word": " value", "probability": 0.98828125}, {"start": 139.27, "end": 139.37, "word": " اللي", "probability": 0.84619140625}, {"start": 139.37, "end": 139.53, "word": " بدي", "probability": 0.6351318359375}, {"start": 139.53, "end": 139.75, "word": " أقوله", "probability": 0.8572591145833334}, {"start": 139.75, "end": 140.09, "word": " إياها", "probability": 0.8037109375}, {"start": 140.09, "end": 140.61, "word": " أقول", "probability": 0.841064453125}, {"start": 140.61, "end": 140.85, "word": " له", "probability": 0.49560546875}, {"start": 140.85, "end": 141.75, "word": " low,", "probability": 0.92724609375}, {"start": 142.49, "end": 142.93, "word": " medium,", "probability": 0.90478515625}, {"start": 143.27, "end": 143.69, "word": " high", "probability": 0.939453125}, {"start": 143.69, "end": 144.49, "word": " اللي", "probability": 0.888427734375}, {"start": 144.49, "end": 144.71, "word": " هو", "probability": 0.9609375}, {"start": 144.71, "end": 145.75, "word": " بيسألني", "probability": 0.888916015625}, {"start": 145.75, "end": 146.01, "word": " مثلا", "probability": 0.95556640625}, {"start": 146.01, "end": 146.45, "word": " جداش", "probability": 0.5812174479166666}, {"start": 146.45, "end": 146.81, "word": " طول", "probability": 0.995361328125}, {"start": 146.81, "end": 147.49, "word": " شخص", "probability": 0.9949544270833334}, {"start": 147.49, "end": 147.95, "word": " معين", "probability": 0.990966796875}, {"start": 147.95, "end": 148.67, "word": " بقدرش", "probability": 0.8048095703125}, {"start": 148.67, "end": 148.91, "word": " أقوله", "probability": 0.9033203125}, {"start": 148.91, "end": 149.15, "word": " واحد", "probability": 0.94482421875}, {"start": 149.15, "end": 149.53, "word": " وصفر", "probability": 0.86962890625}, {"start": 149.53, "end": 150.03, "word": " أنا", "probability": 0.671875}, {"start": 150.03, "end": 150.39, "word": " بعطيله", "probability": 0.706005859375}, {"start": 150.39, "end": 150.59, "word": " إياها", "probability": 0.9560546875}, {"start": 150.59, "end": 151.19, "word": " بدرجات", "probability": 0.8564453125}, {"start": 151.19, "end": 151.99, "word": " بمعنى", "probability": 0.96884765625}, {"start": 151.99, "end": 152.29, "word": " بيصير", "probability": 0.956298828125}, {"start": 152.29, "end": 152.51, "word": " عندي", "probability": 0.6910400390625}, {"start": 152.51, "end": 153.45, "word": " linguistic", "probability": 0.94384765625}, {"start": 153.45, "end": 154.95, "word": " variable", "probability": 0.96337890625}, {"start": 154.95, "end": 155.37, "word": " أو", "probability": 0.8935546875}, {"start": 155.37, "end": 155.97, "word": " متغير", "probability": 0.9866536458333334}, {"start": 155.97, "end": 156.75, "word": " لفظي", "probability": 0.97021484375}, {"start": 156.75, "end": 157.25, "word": " فممكن", "probability": 0.9459635416666666}, {"start": 157.25, "end": 157.55, "word": " أقول", "probability": 0.974609375}, {"start": 157.55, "end": 158.11, "word": " ساعتها", "probability": 0.9940185546875}, {"start": 158.11, "end": 159.01, "word": " المتغير", "probability": 0.9498291015625}, {"start": 159.01, "end": 159.33, "word": " لفظها", "probability": 0.82861328125}, {"start": 159.33, "end": 159.45, "word": " ده", "probability": 0.909912109375}, {"start": 159.45, "end": 159.65, "word": " ممكن", "probability": 0.983642578125}, {"start": 159.65, "end": 159.91, "word": " أقول", "probability": 0.962646484375}], "temperature": 1.0}, {"id": 7, "seek": 17549, "start": 160.65, "end": 175.49, "text": "قصير أو short قصير أو tall طويل أو medium متوسط وهذا اللي احنا بنتعامل فيها برضه في الحياة فهذا بيقودنا لقياسات هي بنسميها fuzzy هي مش واضحة", "tokens": [4587, 9381, 13546, 34051, 2099, 12174, 9381, 13546, 34051, 6764, 23032, 2407, 26895, 34051, 6399, 44650, 41779, 9566, 37037, 15730, 13672, 1829, 1975, 5016, 8315, 44945, 2655, 3615, 10943, 1211, 8978, 11296, 4724, 43042, 3224, 8978, 21542, 25528, 3660, 6156, 3224, 15730, 4724, 1829, 4587, 23328, 8315, 5296, 4587, 25528, 3794, 9307, 39896, 44945, 38251, 1829, 11296, 34710, 39896, 37893, 4032, 46958, 5016, 3660], "avg_logprob": -0.14783653846153846, "compression_ratio": 1.4625, "no_speech_prob": 4.83393669128418e-05, "words": [{"start": 160.65, "end": 161.17, "word": "قصير", "probability": 0.8009440104166666}, {"start": 161.17, "end": 161.47, "word": " أو", "probability": 0.84912109375}, {"start": 161.47, "end": 162.35, "word": " short", "probability": 0.6396484375}, {"start": 162.35, "end": 163.25, "word": " قصير", "probability": 0.91943359375}, {"start": 163.25, "end": 163.57, "word": " أو", "probability": 0.8349609375}, {"start": 163.57, "end": 164.59, "word": " tall", "probability": 0.67431640625}, {"start": 164.59, "end": 165.23, "word": " طويل", "probability": 0.9308268229166666}, {"start": 165.23, "end": 165.71, "word": " أو", "probability": 0.87451171875}, {"start": 165.71, "end": 166.27, "word": " medium", "probability": 0.7353515625}, {"start": 166.27, "end": 167.47, "word": " متوسط", "probability": 0.9541015625}, {"start": 167.47, "end": 168.25, "word": " وهذا", "probability": 0.673828125}, {"start": 168.25, "end": 168.31, "word": " اللي", "probability": 0.6502685546875}, {"start": 168.31, "end": 168.47, "word": " احنا", "probability": 0.7520345052083334}, {"start": 168.47, "end": 168.93, "word": " بنتعامل", "probability": 0.8880859375}, {"start": 168.93, "end": 169.13, "word": " فيها", "probability": 0.832763671875}, {"start": 169.13, "end": 169.35, "word": " برضه", "probability": 0.92041015625}, {"start": 169.35, "end": 169.47, "word": " في", "probability": 0.91455078125}, {"start": 169.47, "end": 169.89, "word": " الحياة", "probability": 0.99609375}, {"start": 169.89, "end": 171.45, "word": " فهذا", "probability": 0.88037109375}, {"start": 171.45, "end": 172.09, "word": " بيقودنا", "probability": 0.9830078125}, {"start": 172.09, "end": 173.57, "word": " لقياسات", "probability": 0.9142578125}, {"start": 173.57, "end": 173.75, "word": " هي", "probability": 0.8955078125}, {"start": 173.75, "end": 174.19, "word": " بنسميها", "probability": 0.9405517578125}, {"start": 174.19, "end": 174.55, "word": " fuzzy", "probability": 0.9453125}, {"start": 174.55, "end": 174.77, "word": " هي", "probability": 0.88232421875}, {"start": 174.77, "end": 174.95, "word": " مش", "probability": 0.98291015625}, {"start": 174.95, "end": 175.49, "word": " واضحة", "probability": 0.970458984375}], "temperature": 1.0}, {"id": 8, "seek": 20040, "start": 175.94, "end": 200.4, "text": "لمّا أقول low .. low ممكن تختلف من وجهة نظري عن وجهة نظرك كلمة low أنا بفترض low من قياس كذا لقياس كذا أنت بتفترض ال low هذه من قياس كذا لقياس كذا لما أقول والله بنتكلم عن ال .. ال .. ال height أو الارتفاع لل .. ال .. ال .. ال .. ال man أو ارتفاع الرجل ممكن أقول والله هو tall أنت تفترض إنه لأ مش tall", "tokens": [19528, 11703, 995, 5551, 39648, 2295, 4386, 2295, 3714, 43020, 6055, 46456, 46538, 9154, 49610, 3224, 3660, 8717, 19913, 16572, 18871, 49610, 3224, 3660, 8717, 19913, 31747, 9122, 19528, 3660, 2295, 41850, 4724, 5172, 2655, 43042, 2295, 9154, 12174, 25528, 3794, 9122, 15730, 5296, 4587, 25528, 3794, 9122, 15730, 14739, 2655, 39894, 5172, 2655, 43042, 2423, 2295, 29538, 9154, 12174, 25528, 3794, 9122, 15730, 5296, 4587, 25528, 3794, 9122, 15730, 5296, 15042, 5551, 39648, 16070, 43761, 44945, 2655, 4117, 19528, 18871, 2423, 4386, 2423, 4386, 2423, 6681, 34051, 2423, 9640, 2655, 5172, 45761, 24976, 4386, 2423, 4386, 2423, 4386, 2423, 4386, 2423, 587, 34051, 1975, 43500, 5172, 45761, 34892, 7435, 1211, 3714, 43020, 5551, 39648, 16070, 43761, 31439, 6764, 14739, 2655, 6055, 5172, 2655, 43042, 36145, 3224, 5296, 10721, 37893, 6764], "avg_logprob": -0.12547348834799998, "compression_ratio": 2.223744292237443, "no_speech_prob": 0.0, "words": [{"start": 175.94, "end": 176.4, "word": "لمّا", "probability": 0.8238932291666666}, {"start": 176.4, "end": 176.8, "word": " أقول", "probability": 0.86865234375}, {"start": 176.8, "end": 177.78, "word": " low", "probability": 0.59033203125}, {"start": 177.78, "end": 178.4, "word": " ..", "probability": 0.334228515625}, {"start": 178.4, "end": 178.54, "word": " low", "probability": 0.833984375}, {"start": 178.54, "end": 178.82, "word": " ممكن", "probability": 0.98876953125}, {"start": 178.82, "end": 179.28, "word": " تختلف", "probability": 0.9969075520833334}, {"start": 179.28, "end": 179.44, "word": " من", "probability": 0.9814453125}, {"start": 179.44, "end": 179.74, "word": " وجهة", "probability": 0.80419921875}, {"start": 179.74, "end": 180.08, "word": " نظري", "probability": 0.9900716145833334}, {"start": 180.08, "end": 180.42, "word": " عن", "probability": 0.8291015625}, {"start": 180.42, "end": 180.72, "word": " وجهة", "probability": 0.9366861979166666}, {"start": 180.72, "end": 181.1, "word": " نظرك", "probability": 0.9894205729166666}, {"start": 181.1, "end": 181.96, "word": " كلمة", "probability": 0.8894856770833334}, {"start": 181.96, "end": 182.18, "word": " low", "probability": 0.92138671875}, {"start": 182.18, "end": 182.54, "word": " أنا", "probability": 0.484130859375}, {"start": 182.54, "end": 182.94, "word": " بفترض", "probability": 0.9586181640625}, {"start": 182.94, "end": 183.28, "word": " low", "probability": 0.943359375}, {"start": 183.28, "end": 183.7, "word": " من", "probability": 0.994140625}, {"start": 183.7, "end": 184.08, "word": " قياس", "probability": 0.9677734375}, {"start": 184.08, "end": 184.32, "word": " كذا", "probability": 0.98291015625}, {"start": 184.32, "end": 184.74, "word": " لقياس", "probability": 0.9232177734375}, {"start": 184.74, "end": 185.0, "word": " كذا", "probability": 0.9873046875}, {"start": 185.0, "end": 185.54, "word": " أنت", "probability": 0.6658935546875}, {"start": 185.54, "end": 186.04, "word": " بتفترض", "probability": 0.98583984375}, {"start": 186.04, "end": 186.2, "word": " ال", "probability": 0.9755859375}, {"start": 186.2, "end": 186.36, "word": " low", "probability": 0.916015625}, {"start": 186.36, "end": 186.6, "word": " هذه", "probability": 0.24609375}, {"start": 186.6, "end": 186.72, "word": " من", "probability": 0.97119140625}, {"start": 186.72, "end": 187.0, "word": " قياس", "probability": 0.9820963541666666}, {"start": 187.0, "end": 187.2, "word": " كذا", "probability": 0.9814453125}, {"start": 187.2, "end": 187.6, "word": " لقياس", "probability": 0.965087890625}, {"start": 187.6, "end": 187.88, "word": " كذا", "probability": 0.9912109375}, {"start": 187.88, "end": 188.6, "word": " لما", "probability": 0.825927734375}, {"start": 188.6, "end": 188.82, "word": " أقول", "probability": 0.926025390625}, {"start": 188.82, "end": 189.1, "word": " والله", "probability": 0.865966796875}, {"start": 189.1, "end": 189.76, "word": " بنتكلم", "probability": 0.846923828125}, {"start": 189.76, "end": 189.96, "word": " عن", "probability": 0.9951171875}, {"start": 189.96, "end": 190.24, "word": " ال", "probability": 0.9921875}, {"start": 190.24, "end": 190.68, "word": " ..", "probability": 0.71728515625}, {"start": 190.68, "end": 191.04, "word": " ال", "probability": 0.98779296875}, {"start": 191.04, "end": 191.04, "word": " ..", "probability": 0.84765625}, {"start": 191.04, "end": 191.18, "word": " ال", "probability": 0.97900390625}, {"start": 191.18, "end": 191.5, "word": " height", "probability": 0.69921875}, {"start": 191.5, "end": 191.72, "word": " أو", "probability": 0.89404296875}, {"start": 191.72, "end": 192.3, "word": " الارتفاع", "probability": 0.89765625}, {"start": 192.3, "end": 192.52, "word": " لل", "probability": 0.7412109375}, {"start": 192.52, "end": 192.9, "word": " ..", "probability": 0.96044921875}, {"start": 192.9, "end": 193.16, "word": " ال", "probability": 0.951171875}, {"start": 193.16, "end": 193.22, "word": " ..", "probability": 0.98876953125}, {"start": 193.22, "end": 193.54, "word": " ال", "probability": 0.98095703125}, {"start": 193.54, "end": 193.54, "word": " ..", "probability": 0.984375}, {"start": 193.54, "end": 193.94, "word": " ال", "probability": 0.974609375}, {"start": 193.94, "end": 193.94, "word": " ..", "probability": 0.68359375}, {"start": 193.94, "end": 194.14, "word": " ال", "probability": 0.9560546875}, {"start": 194.14, "end": 194.48, "word": " man", "probability": 0.72021484375}, {"start": 194.48, "end": 195.02, "word": " أو", "probability": 0.93408203125}, {"start": 195.02, "end": 195.4, "word": " ارتفاع", "probability": 0.967529296875}, {"start": 195.4, "end": 195.82, "word": " الرجل", "probability": 0.9728190104166666}, {"start": 195.82, "end": 196.26, "word": " ممكن", "probability": 0.973388671875}, {"start": 196.26, "end": 196.58, "word": " أقول", "probability": 0.928955078125}, {"start": 196.58, "end": 197.02, "word": " والله", "probability": 0.9599609375}, {"start": 197.02, "end": 197.64, "word": " هو", "probability": 0.99609375}, {"start": 197.64, "end": 198.4, "word": " tall", "probability": 0.95166015625}, {"start": 198.4, "end": 199.36, "word": " أنت", "probability": 0.804931640625}, {"start": 199.36, "end": 199.76, "word": " تفترض", "probability": 0.9918212890625}, {"start": 199.76, "end": 199.92, "word": " إنه", "probability": 0.64990234375}, {"start": 199.92, "end": 200.02, "word": " لأ", "probability": 0.7200927734375}, {"start": 200.02, "end": 200.12, "word": " مش", "probability": 0.96337890625}, {"start": 200.12, "end": 200.4, "word": " tall", "probability": 0.9501953125}], "temperature": 1.0}, {"id": 9, "seek": 21114, "start": 202.44, "end": 211.14, "text": "يمكن يكون الـ sense تبعك انك انت شايفه لأ متوسط عادي average مش شايفه فيه مشكلة هذه الحقيقة الطبيعية اللي احنا بنشتغلها", "tokens": [32640, 19452, 7251, 30544, 2423, 39184, 2020, 6055, 3555, 3615, 4117, 16472, 4117, 16472, 2655, 13412, 995, 33911, 3224, 5296, 10721, 44650, 41779, 9566, 6225, 995, 16254, 4274, 37893, 13412, 995, 33911, 3224, 8978, 3224, 37893, 28820, 3660, 29538, 21542, 38436, 28671, 41950, 21292, 3615, 10632, 13672, 1829, 1975, 5016, 8315, 44945, 8592, 2655, 17082, 1211, 11296], "avg_logprob": -0.1566540976536685, "compression_ratio": 1.4236111111111112, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 202.44, "end": 203.22, "word": "يمكن", "probability": 0.78662109375}, {"start": 203.22, "end": 204.0, "word": " يكون", "probability": 0.922607421875}, {"start": 204.0, "end": 204.22, "word": " الـ", "probability": 0.73974609375}, {"start": 204.22, "end": 204.44, "word": " sense", "probability": 0.25146484375}, {"start": 204.44, "end": 204.82, "word": " تبعك", "probability": 0.945556640625}, {"start": 204.82, "end": 205.04, "word": " انك", "probability": 0.609375}, {"start": 205.04, "end": 205.24, "word": " انت", "probability": 0.7366943359375}, {"start": 205.24, "end": 205.54, "word": " شايفه", "probability": 0.9920654296875}, {"start": 205.54, "end": 205.74, "word": " لأ", "probability": 0.7529296875}, {"start": 205.74, "end": 206.32, "word": " متوسط", "probability": 0.93603515625}, {"start": 206.32, "end": 206.56, "word": " عادي", "probability": 0.9041341145833334}, {"start": 206.56, "end": 206.98, "word": " average", "probability": 0.693359375}, {"start": 206.98, "end": 207.6, "word": " مش", "probability": 0.66748046875}, {"start": 207.6, "end": 208.08, "word": " شايفه", "probability": 0.9892578125}, {"start": 208.08, "end": 208.84, "word": " فيه", "probability": 0.87109375}, {"start": 208.84, "end": 209.24, "word": " مشكلة", "probability": 0.9845377604166666}, {"start": 209.24, "end": 209.66, "word": " هذه", "probability": 0.6396484375}, {"start": 209.66, "end": 210.02, "word": " الحقيقة", "probability": 0.9314778645833334}, {"start": 210.02, "end": 210.42, "word": " الطبيعية", "probability": 0.9857177734375}, {"start": 210.42, "end": 210.52, "word": " اللي", "probability": 0.872314453125}, {"start": 210.52, "end": 210.62, "word": " احنا", "probability": 0.9026692708333334}, {"start": 210.62, "end": 211.14, "word": " بنشتغلها", "probability": 0.9413248697916666}], "temperature": 1.0}, {"id": 10, "seek": 23998, "start": 212.12, "end": 239.98, "text": "فعشان هيك ال logic ال fuzzy logic هو مش زي ال logic العادية لأ هي fuzzy فهي غامضة فيها غموض خليني أسميها فيها ضبابية لأنه باخد ال sets تبعتي مش أرقام ال sets تبعتي بتكون linguistic variable و بنتعامل معها زي لما قلنا بدنا نوصف ال degree ال temperature بدنا نقل عبارة عن مجموعة degrees و ليست قيم مطلقة بنتكلم عن ال height بنتكلم عن ال speed ال distance", "tokens": [5172, 3615, 8592, 7649, 39896, 4117, 2423, 9952, 2423, 34710, 9952, 31439, 37893, 30767, 1829, 2423, 9952, 18863, 18513, 10632, 5296, 10721, 39896, 34710, 6156, 3224, 1829, 32771, 10943, 11242, 3660, 8978, 11296, 32771, 2304, 2407, 11242, 16490, 1211, 9957, 1829, 5551, 38251, 1829, 11296, 8978, 11296, 48812, 3555, 16758, 10632, 5296, 33456, 3224, 4724, 47283, 3215, 2423, 6352, 6055, 3555, 3615, 31371, 37893, 5551, 2288, 4587, 10943, 2423, 6352, 6055, 3555, 3615, 31371, 39894, 30544, 43002, 7006, 4032, 4724, 29399, 3615, 10943, 1211, 20449, 11296, 30767, 1829, 5296, 15042, 12174, 1211, 8315, 47525, 8315, 8717, 2407, 9381, 5172, 2423, 4314, 2423, 4292, 47525, 8315, 8717, 4587, 1211, 6225, 3555, 9640, 3660, 18871, 3714, 7435, 2304, 2407, 27884, 5310, 4032, 32239, 14851, 12174, 32640, 3714, 9566, 1211, 28671, 4724, 29399, 4117, 19528, 18871, 2423, 6681, 4724, 29399, 4117, 19528, 18871, 2423, 3073, 2423, 4560], "avg_logprob": -0.11433189326319201, "compression_ratio": 1.8435374149659864, "no_speech_prob": 0.0, "words": [{"start": 212.12, "end": 212.56, "word": "فعشان", "probability": 0.9124755859375}, {"start": 212.56, "end": 212.74, "word": " هيك", "probability": 0.95849609375}, {"start": 212.74, "end": 212.82, "word": " ال", "probability": 0.888671875}, {"start": 212.82, "end": 213.1, "word": " logic", "probability": 0.80126953125}, {"start": 213.1, "end": 214.52, "word": " ال", "probability": 0.449951171875}, {"start": 214.52, "end": 214.76, "word": " fuzzy", "probability": 0.9501953125}, {"start": 214.76, "end": 215.14, "word": " logic", "probability": 0.9697265625}, {"start": 215.14, "end": 215.46, "word": " هو", "probability": 0.95654296875}, {"start": 215.46, "end": 215.64, "word": " مش", "probability": 0.986328125}, {"start": 215.64, "end": 215.84, "word": " زي", "probability": 0.98388671875}, {"start": 215.84, "end": 215.94, "word": " ال", "probability": 0.96826171875}, {"start": 215.94, "end": 216.26, "word": " logic", "probability": 0.9619140625}, {"start": 216.26, "end": 216.98, "word": " العادية", "probability": 0.9676106770833334}, {"start": 216.98, "end": 217.62, "word": " لأ", "probability": 0.91015625}, {"start": 217.62, "end": 218.2, "word": " هي", "probability": 0.7958984375}, {"start": 218.2, "end": 218.62, "word": " fuzzy", "probability": 0.96875}, {"start": 218.62, "end": 219.2, "word": " فهي", "probability": 0.9708658854166666}, {"start": 219.2, "end": 219.7, "word": " غامضة", "probability": 0.9659423828125}, {"start": 219.7, "end": 219.92, "word": " فيها", "probability": 0.902099609375}, {"start": 219.92, "end": 220.32, "word": " غموض", "probability": 0.91162109375}, {"start": 220.32, "end": 220.6, "word": " خليني", "probability": 0.7091064453125}, {"start": 220.6, "end": 220.98, "word": " أسميها", "probability": 0.9422607421875}, {"start": 220.98, "end": 221.18, "word": " فيها", "probability": 0.884521484375}, {"start": 221.18, "end": 221.82, "word": " ضبابية", "probability": 0.9656982421875}, {"start": 221.82, "end": 222.5, "word": " لأنه", "probability": 0.8232421875}, {"start": 222.5, "end": 222.82, "word": " باخد", "probability": 0.9375}, {"start": 222.82, "end": 223.06, "word": " ال", "probability": 0.9560546875}, {"start": 223.06, "end": 223.28, "word": " sets", "probability": 0.794921875}, {"start": 223.28, "end": 223.8, "word": " تبعتي", "probability": 0.9091796875}, {"start": 223.8, "end": 224.4, "word": " مش", "probability": 0.96142578125}, {"start": 224.4, "end": 224.88, "word": " أرقام", "probability": 0.9783935546875}, {"start": 224.88, "end": 225.2, "word": " ال", "probability": 0.93994140625}, {"start": 225.2, "end": 225.44, "word": " sets", "probability": 0.85107421875}, {"start": 225.44, "end": 225.8, "word": " تبعتي", "probability": 0.970458984375}, {"start": 225.8, "end": 226.28, "word": " بتكون", "probability": 0.95263671875}, {"start": 226.28, "end": 227.4, "word": " linguistic", "probability": 0.89111328125}, {"start": 227.4, "end": 228.22, "word": " variable", "probability": 0.8603515625}, {"start": 228.22, "end": 228.8, "word": " و", "probability": 0.93359375}, {"start": 228.8, "end": 229.4, "word": " بنتعامل", "probability": 0.84384765625}, {"start": 229.4, "end": 229.78, "word": " معها", "probability": 0.9765625}, {"start": 229.78, "end": 230.18, "word": " زي", "probability": 0.98046875}, {"start": 230.18, "end": 230.32, "word": " لما", "probability": 0.9453125}, {"start": 230.32, "end": 230.6, "word": " قلنا", "probability": 0.861328125}, {"start": 230.6, "end": 231.06, "word": " بدنا", "probability": 0.5904541015625}, {"start": 231.06, "end": 231.38, "word": " نوصف", "probability": 0.94384765625}, {"start": 231.38, "end": 231.5, "word": " ال", "probability": 0.89306640625}, {"start": 231.5, "end": 231.86, "word": " degree", "probability": 0.98388671875}, {"start": 231.86, "end": 232.18, "word": " ال", "probability": 0.87646484375}, {"start": 232.18, "end": 232.7, "word": " temperature", "probability": 0.970703125}, {"start": 232.7, "end": 233.34, "word": " بدنا", "probability": 0.948974609375}, {"start": 233.34, "end": 233.5, "word": " نقل", "probability": 0.8404947916666666}, {"start": 233.5, "end": 233.8, "word": " عبارة", "probability": 0.96044921875}, {"start": 233.8, "end": 233.98, "word": " عن", "probability": 0.99462890625}, {"start": 233.98, "end": 234.3, "word": " مجموعة", "probability": 0.8947265625}, {"start": 234.3, "end": 234.86, "word": " degrees", "probability": 0.82373046875}, {"start": 234.86, "end": 235.26, "word": " و", "probability": 0.98388671875}, {"start": 235.26, "end": 235.62, "word": " ليست", "probability": 0.77783203125}, {"start": 235.62, "end": 235.96, "word": " قيم", "probability": 0.982666015625}, {"start": 235.96, "end": 236.76, "word": " مطلقة", "probability": 0.9619140625}, {"start": 236.76, "end": 237.44, "word": " بنتكلم", "probability": 0.8421630859375}, {"start": 237.44, "end": 237.62, "word": " عن", "probability": 0.99560546875}, {"start": 237.62, "end": 237.74, "word": " ال", "probability": 0.98046875}, {"start": 237.74, "end": 238.0, "word": " height", "probability": 0.9365234375}, {"start": 238.0, "end": 238.36, "word": " بنتكلم", "probability": 0.8804931640625}, {"start": 238.36, "end": 238.5, "word": " عن", "probability": 0.98876953125}, {"start": 238.5, "end": 238.62, "word": " ال", "probability": 0.94140625}, {"start": 238.62, "end": 239.04, "word": " speed", "probability": 0.97705078125}, {"start": 239.04, "end": 239.46, "word": " ال", "probability": 0.912109375}, {"start": 239.46, "end": 239.98, "word": " distance", "probability": 0.98193359375}], "temperature": 1.0}, {"id": 11, "seek": 26883, "start": 240.6, "end": 268.84, "text": "بنتكلم عن حتى ال beauty الجمال حتى الجمال والوصفات الحاجات ال .. ال .. التقاس بشكل fuzzy آه جميل، لأ متوسط، لأ قبيح، لأ مش عارف إيش، فمافيش قيمة إلها، مابنقدرش أحطلها قيمة معينة، أقولها لأ هي خمسين في المية كذا، سبعين في المية، بتظبطش، ولا أحنا بنستخدمها في حياتنا حقيقة فإحنا بنشتغل مع حاجات بهذا الشكل زي لما أقول مثلا Tom is very tall", "tokens": [3555, 29399, 4117, 19528, 18871, 11331, 49975, 2423, 6643, 25724, 2304, 6027, 11331, 49975, 25724, 2304, 6027, 16070, 2407, 9381, 5172, 9307, 21542, 26108, 9307, 2423, 4386, 2423, 4386, 16712, 4587, 32277, 4724, 8592, 28820, 34710, 19753, 3224, 10874, 2304, 26895, 12399, 5296, 10721, 44650, 41779, 9566, 12399, 5296, 10721, 12174, 21292, 5016, 12399, 5296, 10721, 37893, 6225, 9640, 5172, 11933, 1829, 8592, 12399, 6156, 15042, 41185, 8592, 12174, 32640, 3660, 11933, 1211, 11296, 12399, 19446, 3555, 1863, 28543, 2288, 8592, 5551, 5016, 9566, 1211, 11296, 12174, 32640, 3660, 20449, 9957, 3660, 12399, 5551, 39648, 11296, 5296, 10721, 39896, 16490, 2304, 3794, 9957, 8978, 9673, 10632, 9122, 15730, 12399, 8608, 3555, 3615, 9957, 8978, 9673, 10632, 12399, 39894, 19913, 3555, 9566, 8592, 12399, 49429, 5551, 5016, 8315, 44945, 14851, 9778, 40448, 11296, 8978, 11331, 1829, 9307, 8315, 11331, 38436, 28671, 6156, 28814, 5016, 8315, 44945, 8592, 2655, 17082, 1211, 20449, 11331, 26108, 9307, 39627, 15730, 25124, 28820, 30767, 1829, 5296, 15042, 5551, 39648, 50113, 15040, 5041, 307, 588, 6764], "avg_logprob": -0.15294118216809105, "compression_ratio": 1.883495145631068, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 240.6, "end": 241.1, "word": "بنتكلم", "probability": 0.77508544921875}, {"start": 241.1, "end": 241.4, "word": " عن", "probability": 0.89697265625}, {"start": 241.4, "end": 242.16, "word": " حتى", "probability": 0.800048828125}, {"start": 242.16, "end": 242.28, "word": " ال", "probability": 0.947265625}, {"start": 242.28, "end": 242.56, "word": " beauty", "probability": 0.35400390625}, {"start": 242.56, "end": 243.4, "word": " الجمال", "probability": 0.7928873697916666}, {"start": 243.4, "end": 244.12, "word": " حتى", "probability": 0.868408203125}, {"start": 244.12, "end": 244.52, "word": " الجمال", "probability": 0.98046875}, {"start": 244.52, "end": 245.08, "word": " والوصفات", "probability": 0.90751953125}, {"start": 245.08, "end": 245.52, "word": " الحاجات", "probability": 0.85888671875}, {"start": 245.52, "end": 246.06, "word": " ال", "probability": 0.367431640625}, {"start": 246.06, "end": 246.06, "word": " ..", "probability": 0.56298828125}, {"start": 246.06, "end": 246.48, "word": " ال", "probability": 0.63623046875}, {"start": 246.48, "end": 247.3, "word": " ..", "probability": 0.83837890625}, {"start": 247.3, "end": 247.96, "word": " التقاس", "probability": 0.7521158854166666}, {"start": 247.96, "end": 248.92, "word": " بشكل", "probability": 0.9881184895833334}, {"start": 248.92, "end": 249.32, "word": " fuzzy", "probability": 0.939453125}, {"start": 249.32, "end": 250.36, "word": " آه", "probability": 0.6900634765625}, {"start": 250.36, "end": 251.04, "word": " جميل،", "probability": 0.8392333984375}, {"start": 251.04, "end": 251.24, "word": " لأ", "probability": 0.93994140625}, {"start": 251.24, "end": 252.12, "word": " متوسط،", "probability": 0.97705078125}, {"start": 252.12, "end": 252.36, "word": " لأ", "probability": 0.982177734375}, {"start": 252.36, "end": 252.94, "word": " قبيح،", "probability": 0.9818115234375}, {"start": 252.94, "end": 253.1, "word": " لأ", "probability": 0.979736328125}, {"start": 253.1, "end": 253.22, "word": " مش", "probability": 0.982421875}, {"start": 253.22, "end": 253.46, "word": " عارف", "probability": 0.9943033854166666}, {"start": 253.46, "end": 253.94, "word": " إيش،", "probability": 0.738525390625}, {"start": 253.94, "end": 254.86, "word": " فمافيش", "probability": 0.9613037109375}, {"start": 254.86, "end": 255.38, "word": " قيمة", "probability": 0.9933268229166666}, {"start": 255.38, "end": 256.0, "word": " إلها،", "probability": 0.691162109375}, {"start": 256.0, "end": 256.46, "word": " مابنقدرش", "probability": 0.7704671223958334}, {"start": 256.46, "end": 256.8, "word": " أحطلها", "probability": 0.88369140625}, {"start": 256.8, "end": 257.18, "word": " قيمة", "probability": 0.9931640625}, {"start": 257.18, "end": 257.66, "word": " معينة،", "probability": 0.926025390625}, {"start": 257.66, "end": 257.9, "word": " أقولها", "probability": 0.9163411458333334}, {"start": 257.9, "end": 258.06, "word": " لأ", "probability": 0.96826171875}, {"start": 258.06, "end": 258.14, "word": " هي", "probability": 0.86279296875}, {"start": 258.14, "end": 258.44, "word": " خمسين", "probability": 0.8857421875}, {"start": 258.44, "end": 258.58, "word": " في", "probability": 0.52734375}, {"start": 258.58, "end": 258.78, "word": " المية", "probability": 0.778076171875}, {"start": 258.78, "end": 259.2, "word": " كذا،", "probability": 0.8211263020833334}, {"start": 259.2, "end": 259.5, "word": " سبعين", "probability": 0.9779052734375}, {"start": 259.5, "end": 259.62, "word": " في", "probability": 0.96484375}, {"start": 259.62, "end": 260.38, "word": " المية،", "probability": 0.9376627604166666}, {"start": 260.38, "end": 261.52, "word": " بتظبطش،", "probability": 0.812744140625}, {"start": 261.52, "end": 261.7, "word": " ولا", "probability": 0.77978515625}, {"start": 261.7, "end": 261.88, "word": " أحنا", "probability": 0.8116861979166666}, {"start": 261.88, "end": 262.44, "word": " بنستخدمها", "probability": 0.978515625}, {"start": 262.44, "end": 262.54, "word": " في", "probability": 0.9267578125}, {"start": 262.54, "end": 262.9, "word": " حياتنا", "probability": 0.99853515625}, {"start": 262.9, "end": 263.32, "word": " حقيقة", "probability": 0.9256184895833334}, {"start": 263.32, "end": 264.08, "word": " فإحنا", "probability": 0.849365234375}, {"start": 264.08, "end": 264.58, "word": " بنشتغل", "probability": 0.987109375}, {"start": 264.58, "end": 264.84, "word": " مع", "probability": 0.96240234375}, {"start": 264.84, "end": 265.44, "word": " حاجات", "probability": 0.9949544270833334}, {"start": 265.44, "end": 265.72, "word": " بهذا", "probability": 0.98388671875}, {"start": 265.72, "end": 266.08, "word": " الشكل", "probability": 0.993896484375}, {"start": 266.08, "end": 266.46, "word": " زي", "probability": 0.894775390625}, {"start": 266.46, "end": 266.62, "word": " لما", "probability": 0.93359375}, {"start": 266.62, "end": 266.84, "word": " أقول", "probability": 0.94775390625}, {"start": 266.84, "end": 267.22, "word": " مثلا", "probability": 0.869384765625}, {"start": 267.22, "end": 267.72, "word": " Tom", "probability": 0.42236328125}, {"start": 267.72, "end": 267.98, "word": " is", "probability": 0.966796875}, {"start": 267.98, "end": 268.46, "word": " very", "probability": 0.89013671875}, {"start": 268.46, "end": 268.84, "word": " tall", "probability": 0.90283203125}], "temperature": 1.0}, {"id": 12, "seek": 29822, "start": 269.66, "end": 298.22, "text": "guy هو شخص طويل very tall كمان شخص طويل جدا بناء على إيش طويل و جدا كمان يمكن اللي جالي الكلمة هدى هو نسبيا قصير فهو شايف انه كثير طويل واحد متوسط لأ هو هيقولك tall طوله بس يعني خلاص واحد هو أصلا tall لما تيجي تقوله اوصفلي Tom هيقولك عادي متوسط ليش لأن هو واقف شايفه قدامه عدل يعني ف", "tokens": [39344, 31439, 13412, 9778, 9381, 23032, 2407, 26895, 588, 6764, 9122, 2304, 7649, 13412, 9778, 9381, 23032, 2407, 26895, 10874, 28259, 44945, 16606, 15844, 11933, 1829, 8592, 23032, 2407, 26895, 4032, 10874, 28259, 9122, 2304, 7649, 7251, 43020, 13672, 1829, 10874, 6027, 1829, 33251, 19528, 3660, 8032, 3215, 7578, 31439, 8717, 35457, 25528, 12174, 9381, 13546, 6156, 3224, 2407, 13412, 995, 33911, 16472, 3224, 9122, 12984, 13546, 23032, 2407, 26895, 36764, 24401, 44650, 41779, 9566, 5296, 10721, 31439, 39896, 39648, 4117, 6764, 23032, 12610, 3224, 4724, 3794, 37495, 22653, 16490, 1211, 33546, 36764, 24401, 31439, 5551, 9381, 15040, 6764, 5296, 15042, 6055, 1829, 7435, 1829, 6055, 39648, 3224, 1975, 2407, 9381, 5172, 20292, 5041, 39896, 39648, 4117, 6225, 995, 16254, 44650, 41779, 9566, 32239, 8592, 5296, 33456, 31439, 36764, 4587, 5172, 13412, 995, 33911, 3224, 12174, 3215, 10943, 3224, 6225, 3215, 1211, 37495, 22653, 6156], "avg_logprob": -0.15539383388137165, "compression_ratio": 1.8473282442748091, "no_speech_prob": 2.2649765014648438e-06, "words": [{"start": 269.66, "end": 270.02, "word": "guy", "probability": 0.5634765625}, {"start": 270.02, "end": 270.94, "word": " هو", "probability": 0.96826171875}, {"start": 270.94, "end": 271.94, "word": " شخص", "probability": 0.9962565104166666}, {"start": 271.94, "end": 272.68, "word": " طويل", "probability": 0.9417317708333334}, {"start": 272.68, "end": 274.4, "word": " very", "probability": 0.8505859375}, {"start": 274.4, "end": 274.92, "word": " tall", "probability": 0.876953125}, {"start": 274.92, "end": 275.2, "word": " كمان", "probability": 0.908203125}, {"start": 275.2, "end": 275.42, "word": " شخص", "probability": 0.9083658854166666}, {"start": 275.42, "end": 275.64, "word": " طويل", "probability": 0.9567057291666666}, {"start": 275.64, "end": 276.0, "word": " جدا", "probability": 0.983154296875}, {"start": 276.0, "end": 277.12, "word": " بناء", "probability": 0.634521484375}, {"start": 277.12, "end": 277.26, "word": " على", "probability": 0.62841796875}, {"start": 277.26, "end": 277.56, "word": " إيش", "probability": 0.79150390625}, {"start": 277.56, "end": 278.52, "word": " طويل", "probability": 0.9443359375}, {"start": 278.52, "end": 278.7, "word": " و", "probability": 0.54736328125}, {"start": 278.7, "end": 279.0, "word": " جدا", "probability": 0.9794921875}, {"start": 279.0, "end": 279.4, "word": " كمان", "probability": 0.9803059895833334}, {"start": 279.4, "end": 280.04, "word": " يمكن", "probability": 0.91015625}, {"start": 280.04, "end": 280.24, "word": " اللي", "probability": 0.963134765625}, {"start": 280.24, "end": 280.48, "word": " جالي", "probability": 0.9469401041666666}, {"start": 280.48, "end": 280.8, "word": " الكلمة", "probability": 0.9451497395833334}, {"start": 280.8, "end": 281.08, "word": " هدى", "probability": 0.5166829427083334}, {"start": 281.08, "end": 281.28, "word": " هو", "probability": 0.97314453125}, {"start": 281.28, "end": 281.74, "word": " نسبيا", "probability": 0.8824869791666666}, {"start": 281.74, "end": 282.16, "word": " قصير", "probability": 0.9959309895833334}, {"start": 282.16, "end": 282.46, "word": " فهو", "probability": 0.9778645833333334}, {"start": 282.46, "end": 282.76, "word": " شايف", "probability": 0.9921875}, {"start": 282.76, "end": 282.96, "word": " انه", "probability": 0.6358642578125}, {"start": 282.96, "end": 283.24, "word": " كثير", "probability": 0.8224283854166666}, {"start": 283.24, "end": 283.66, "word": " طويل", "probability": 0.9309895833333334}, {"start": 283.66, "end": 284.52, "word": " واحد", "probability": 0.944580078125}, {"start": 284.52, "end": 285.12, "word": " متوسط", "probability": 0.9583333333333334}, {"start": 285.12, "end": 285.32, "word": " لأ", "probability": 0.922607421875}, {"start": 285.32, "end": 285.48, "word": " هو", "probability": 0.9541015625}, {"start": 285.48, "end": 285.88, "word": " هيقولك", "probability": 0.822265625}, {"start": 285.88, "end": 286.14, "word": " tall", "probability": 0.86474609375}, {"start": 286.14, "end": 286.88, "word": " طوله", "probability": 0.7191975911458334}, {"start": 286.88, "end": 287.12, "word": " بس", "probability": 0.98974609375}, {"start": 287.12, "end": 287.34, "word": " يعني", "probability": 0.8154296875}, {"start": 287.34, "end": 287.68, "word": " خلاص", "probability": 0.9527994791666666}, {"start": 287.68, "end": 288.86, "word": " واحد", "probability": 0.925537109375}, {"start": 288.86, "end": 289.24, "word": " هو", "probability": 0.98388671875}, {"start": 289.24, "end": 289.7, "word": " أصلا", "probability": 0.88525390625}, {"start": 289.7, "end": 290.76, "word": " tall", "probability": 0.81103515625}, {"start": 290.76, "end": 291.44, "word": " لما", "probability": 0.926513671875}, {"start": 291.44, "end": 291.66, "word": " تيجي", "probability": 0.962646484375}, {"start": 291.66, "end": 292.04, "word": " تقوله", "probability": 0.9895833333333334}, {"start": 292.04, "end": 292.54, "word": " اوصفلي", "probability": 0.710009765625}, {"start": 292.54, "end": 293.1, "word": " Tom", "probability": 0.85107421875}, {"start": 293.1, "end": 293.84, "word": " هيقولك", "probability": 0.9166666666666666}, {"start": 293.84, "end": 294.3, "word": " عادي", "probability": 0.953125}, {"start": 294.3, "end": 294.88, "word": " متوسط", "probability": 0.97607421875}, {"start": 294.88, "end": 295.36, "word": " ليش", "probability": 0.83837890625}, {"start": 295.36, "end": 295.54, "word": " لأن", "probability": 0.665283203125}, {"start": 295.54, "end": 295.72, "word": " هو", "probability": 0.94677734375}, {"start": 295.72, "end": 296.04, "word": " واقف", "probability": 0.8439127604166666}, {"start": 296.04, "end": 296.48, "word": " شايفه", "probability": 0.9217529296875}, {"start": 296.48, "end": 297.08, "word": " قدامه", "probability": 0.866455078125}, {"start": 297.08, "end": 297.34, "word": " عدل", "probability": 0.82568359375}, {"start": 297.34, "end": 297.6, "word": " يعني", "probability": 0.879638671875}, {"start": 297.6, "end": 298.22, "word": " ف", "probability": 0.93994140625}], "temperature": 1.0}, {"id": 13, "seek": 32801, "start": 298.97, "end": 328.01, "text": "تختلف من .. من شخص إلى .. إلى التاني وهذه هنشوف الحلول و هنتكلم عنها القصة هذه ف .. لما أتينا نتكلم عن ال .. الـ boolean logic و ال fuzzy logic ممكن ببساطة جدا أقول أنه بالنسبة لل boolean اللي بيعتمد على صفر واحد فقط أقول والله إذا كان ال height تبعي أكتر من مائة و تمانين فهو tall إذا أقل من مائة و تمانين فهو short", "tokens": [2655, 46456, 46538, 9154, 4386, 9154, 13412, 9778, 9381, 30731, 4386, 30731, 16712, 7649, 1829, 37037, 24192, 8032, 1863, 8592, 38688, 21542, 1211, 12610, 4032, 8032, 29399, 4117, 19528, 18871, 11296, 25062, 9381, 3660, 29538, 6156, 4386, 5296, 15042, 5551, 31371, 8315, 8717, 2655, 4117, 19528, 18871, 2423, 4386, 2423, 39184, 748, 4812, 282, 9952, 4032, 2423, 34710, 9952, 3714, 43020, 4724, 3555, 3794, 41193, 3660, 10874, 28259, 5551, 39648, 14739, 3224, 20666, 1863, 35457, 3660, 24976, 748, 4812, 282, 13672, 1829, 4724, 1829, 34268, 2304, 3215, 15844, 20328, 5172, 2288, 36764, 24401, 6156, 47432, 5551, 39648, 16070, 43761, 11933, 15730, 25961, 2423, 6681, 6055, 3555, 3615, 1829, 5551, 4117, 2655, 2288, 9154, 3714, 16373, 3660, 4032, 46811, 7649, 9957, 6156, 3224, 2407, 6764, 11933, 15730, 5551, 4587, 1211, 9154, 3714, 16373, 3660, 4032, 46811, 7649, 9957, 6156, 3224, 2407, 2099], "avg_logprob": -0.17561619844235166, "compression_ratio": 1.832142857142857, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 298.97, "end": 299.55, "word": "تختلف", "probability": 0.951171875}, {"start": 299.55, "end": 299.97, "word": " من", "probability": 0.97509765625}, {"start": 299.97, "end": 300.13, "word": " ..", "probability": 0.26220703125}, {"start": 300.13, "end": 300.53, "word": " من", "probability": 0.84912109375}, {"start": 300.53, "end": 300.79, "word": " شخص", "probability": 0.9915364583333334}, {"start": 300.79, "end": 300.97, "word": " إلى", "probability": 0.61474609375}, {"start": 300.97, "end": 301.19, "word": " ..", "probability": 0.461181640625}, {"start": 301.19, "end": 301.31, "word": " إلى", "probability": 0.71435546875}, {"start": 301.31, "end": 301.73, "word": " التاني", "probability": 0.8880208333333334}, {"start": 301.73, "end": 302.31, "word": " وهذه", "probability": 0.783447265625}, {"start": 302.31, "end": 302.71, "word": " هنشوف", "probability": 0.76885986328125}, {"start": 302.71, "end": 303.15, "word": " الحلول", "probability": 0.8982747395833334}, {"start": 303.15, "end": 303.21, "word": " و", "probability": 0.277099609375}, {"start": 303.21, "end": 303.63, "word": " هنتكلم", "probability": 0.959228515625}, {"start": 303.63, "end": 303.93, "word": " عنها", "probability": 0.78662109375}, {"start": 303.93, "end": 304.61, "word": " القصة", "probability": 0.9332682291666666}, {"start": 304.61, "end": 304.83, "word": " هذه", "probability": 0.7919921875}, {"start": 304.83, "end": 305.43, "word": " ف", "probability": 0.9404296875}, {"start": 305.43, "end": 306.13, "word": " ..", "probability": 0.16552734375}, {"start": 306.13, "end": 306.47, "word": " لما", "probability": 0.931884765625}, {"start": 306.47, "end": 306.75, "word": " أتينا", "probability": 0.5013020833333334}, {"start": 306.75, "end": 307.13, "word": " نتكلم", "probability": 0.98193359375}, {"start": 307.13, "end": 307.93, "word": " عن", "probability": 0.990234375}, {"start": 307.93, "end": 308.63, "word": " ال", "probability": 0.98095703125}, {"start": 308.63, "end": 308.85, "word": " ..", "probability": 0.8974609375}, {"start": 308.85, "end": 309.19, "word": " الـ", "probability": 0.661865234375}, {"start": 309.19, "end": 309.53, "word": " boolean", "probability": 0.7041422526041666}, {"start": 309.53, "end": 310.13, "word": " logic", "probability": 0.9619140625}, {"start": 310.13, "end": 310.71, "word": " و", "probability": 0.8818359375}, {"start": 310.71, "end": 311.27, "word": " ال", "probability": 0.77783203125}, {"start": 311.27, "end": 311.49, "word": " fuzzy", "probability": 0.69580078125}, {"start": 311.49, "end": 311.89, "word": " logic", "probability": 0.974609375}, {"start": 311.89, "end": 312.37, "word": " ممكن", "probability": 0.9716796875}, {"start": 312.37, "end": 312.83, "word": " ببساطة", "probability": 0.98037109375}, {"start": 312.83, "end": 313.11, "word": " جدا", "probability": 0.98779296875}, {"start": 313.11, "end": 313.53, "word": " أقول", "probability": 0.852294921875}, {"start": 313.53, "end": 314.07, "word": " أنه", "probability": 0.7298583984375}, {"start": 314.07, "end": 315.15, "word": " بالنسبة", "probability": 0.9810791015625}, {"start": 315.15, "end": 315.29, "word": " لل", "probability": 0.90380859375}, {"start": 315.29, "end": 315.73, "word": " boolean", "probability": 0.7234700520833334}, {"start": 315.73, "end": 315.93, "word": " اللي", "probability": 0.85693359375}, {"start": 315.93, "end": 316.33, "word": " بيعتمد", "probability": 0.89921875}, {"start": 316.33, "end": 316.47, "word": " على", "probability": 0.86474609375}, {"start": 316.47, "end": 316.77, "word": " صفر", "probability": 0.8753255208333334}, {"start": 316.77, "end": 317.17, "word": " واحد", "probability": 0.9521484375}, {"start": 317.17, "end": 317.81, "word": " فقط", "probability": 0.996826171875}, {"start": 317.81, "end": 318.57, "word": " أقول", "probability": 0.92578125}, {"start": 318.57, "end": 318.89, "word": " والله", "probability": 0.82470703125}, {"start": 318.89, "end": 319.09, "word": " إذا", "probability": 0.939208984375}, {"start": 319.09, "end": 319.47, "word": " كان", "probability": 0.99609375}, {"start": 319.47, "end": 320.07, "word": " ال", "probability": 0.94189453125}, {"start": 320.07, "end": 320.29, "word": " height", "probability": 0.72265625}, {"start": 320.29, "end": 320.63, "word": " تبعي", "probability": 0.8773193359375}, {"start": 320.63, "end": 321.03, "word": " أكتر", "probability": 0.970947265625}, {"start": 321.03, "end": 321.17, "word": " من", "probability": 0.9873046875}, {"start": 321.17, "end": 321.37, "word": " مائة", "probability": 0.71630859375}, {"start": 321.37, "end": 321.45, "word": " و", "probability": 0.63720703125}, {"start": 321.45, "end": 321.95, "word": " تمانين", "probability": 0.9580078125}, {"start": 321.95, "end": 323.29, "word": " فهو", "probability": 0.9879557291666666}, {"start": 323.29, "end": 323.79, "word": " tall", "probability": 0.91845703125}, {"start": 323.79, "end": 324.99, "word": " إذا", "probability": 0.90185546875}, {"start": 324.99, "end": 325.39, "word": " أقل", "probability": 0.9879557291666666}, {"start": 325.39, "end": 325.55, "word": " من", "probability": 0.994140625}, {"start": 325.55, "end": 325.73, "word": " مائة", "probability": 0.9495442708333334}, {"start": 325.73, "end": 325.81, "word": " و", "probability": 0.9345703125}, {"start": 325.81, "end": 326.21, "word": " تمانين", "probability": 0.9777018229166666}, {"start": 326.21, "end": 327.49, "word": " فهو", "probability": 0.994140625}, {"start": 327.49, "end": 328.01, "word": " short", "probability": 0.9794921875}], "temperature": 1.0}, {"id": 14, "seek": 33730, "start": 329.76, "end": 337.3, "text": "هذه عندما أتعامل مع الـ boolean logic اللي هي يا أبيض يا أسود، يا واحد يا صفر، يا حقيقة يا مش حقيقة", "tokens": [3224, 24192, 43242, 15042, 5551, 2655, 3615, 10943, 1211, 20449, 2423, 39184, 748, 4812, 282, 9952, 13672, 1829, 39896, 35186, 5551, 21292, 11242, 35186, 5551, 3794, 23328, 12399, 35186, 36764, 24401, 35186, 20328, 5172, 2288, 12399, 35186, 11331, 38436, 28671, 35186, 37893, 11331, 38436, 28671], "avg_logprob": -0.26052990037461987, "compression_ratio": 1.3865546218487395, "no_speech_prob": 1.3709068298339844e-06, "words": [{"start": 329.76, "end": 330.32, "word": "هذه", "probability": 0.6422119140625}, {"start": 330.32, "end": 330.88, "word": " عندما", "probability": 0.60986328125}, {"start": 330.88, "end": 331.34, "word": " أتعامل", "probability": 0.90693359375}, {"start": 331.34, "end": 331.48, "word": " مع", "probability": 0.654296875}, {"start": 331.48, "end": 331.66, "word": " الـ", "probability": 0.52685546875}, {"start": 331.66, "end": 331.94, "word": " boolean", "probability": 0.7042643229166666}, {"start": 331.94, "end": 332.32, "word": " logic", "probability": 0.97509765625}, {"start": 332.32, "end": 332.6, "word": " اللي", "probability": 0.53955078125}, {"start": 332.6, "end": 332.8, "word": " هي", "probability": 0.8837890625}, {"start": 332.8, "end": 333.0, "word": " يا", "probability": 0.5205078125}, {"start": 333.0, "end": 333.28, "word": " أبيض", "probability": 0.91845703125}, {"start": 333.28, "end": 333.34, "word": " يا", "probability": 0.69384765625}, {"start": 333.34, "end": 334.28, "word": " أسود،", "probability": 0.849609375}, {"start": 334.28, "end": 334.38, "word": " يا", "probability": 0.90234375}, {"start": 334.38, "end": 334.7, "word": " واحد", "probability": 0.976318359375}, {"start": 334.7, "end": 334.82, "word": " يا", "probability": 0.90966796875}, {"start": 334.82, "end": 335.64, "word": " صفر،", "probability": 0.9603271484375}, {"start": 335.64, "end": 335.74, "word": " يا", "probability": 0.8291015625}, {"start": 335.74, "end": 336.2, "word": " حقيقة", "probability": 0.9912109375}, {"start": 336.2, "end": 336.42, "word": " يا", "probability": 0.7724609375}, {"start": 336.42, "end": 336.84, "word": " مش", "probability": 0.798828125}, {"start": 336.84, "end": 337.3, "word": " حقيقة", "probability": 0.9860026041666666}], "temperature": 1.0}, {"id": 15, "seek": 36639, "start": 338.27, "end": 366.39, "text": "الكلام هذا مش منطقي ليش؟ لأنه لو جينا لشخص Tom مثلا أسميه is tall ليش؟ لأن ال height تبعه 181 سنة لأن ارتفاعه 181 سنة فهو أكتر من ال 180 فبقول عليه طويل بينما واحد تاني David مثلا حسب المثال David 179 سنة حسب ال rule بتاعتنا أقل من ال 180 فبقول عليه is small أو is short", "tokens": [6027, 28820, 10943, 23758, 37893, 9154, 9566, 38436, 32239, 8592, 22807, 5296, 33456, 3224, 45164, 10874, 1829, 8315, 5296, 8592, 9778, 9381, 5041, 50113, 15040, 5551, 38251, 1829, 3224, 307, 6764, 32239, 8592, 22807, 5296, 33456, 2423, 6681, 6055, 3555, 3615, 3224, 2443, 16, 8608, 1863, 3660, 5296, 33456, 1975, 43500, 5172, 45761, 3224, 2443, 16, 8608, 1863, 3660, 6156, 3224, 2407, 5551, 4117, 2655, 2288, 9154, 2423, 11971, 6156, 3555, 39648, 47356, 23032, 2407, 26895, 49374, 15042, 36764, 24401, 6055, 7649, 1829, 4389, 50113, 15040, 11331, 35457, 9673, 12984, 6027, 4389, 3282, 24, 8608, 1863, 3660, 11331, 35457, 2423, 4978, 39894, 995, 34268, 8315, 5551, 4587, 1211, 9154, 2423, 11971, 6156, 3555, 39648, 47356, 307, 1359, 34051, 307, 2099], "avg_logprob": -0.13830062279031297, "compression_ratio": 1.7068273092369477, "no_speech_prob": 0.0, "words": [{"start": 338.27, "end": 338.69, "word": "الكلام", "probability": 0.9666341145833334}, {"start": 338.69, "end": 338.85, "word": " هذا", "probability": 0.70947265625}, {"start": 338.85, "end": 339.01, "word": " مش", "probability": 0.91015625}, {"start": 339.01, "end": 339.39, "word": " منطقي", "probability": 0.9645182291666666}, {"start": 339.39, "end": 339.75, "word": " ليش؟", "probability": 0.6730143229166666}, {"start": 339.75, "end": 340.13, "word": " لأنه", "probability": 0.86474609375}, {"start": 340.13, "end": 340.53, "word": " لو", "probability": 0.92529296875}, {"start": 340.53, "end": 340.85, "word": " جينا", "probability": 0.9892578125}, {"start": 340.85, "end": 341.39, "word": " لشخص", "probability": 0.9754638671875}, {"start": 341.39, "end": 341.97, "word": " Tom", "probability": 0.25927734375}, {"start": 341.97, "end": 342.39, "word": " مثلا", "probability": 0.981201171875}, {"start": 342.39, "end": 344.27, "word": " أسميه", "probability": 0.9197998046875}, {"start": 344.27, "end": 344.47, "word": " is", "probability": 0.708984375}, {"start": 344.47, "end": 345.09, "word": " tall", "probability": 0.92138671875}, {"start": 345.09, "end": 345.63, "word": " ليش؟", "probability": 0.8836263020833334}, {"start": 345.63, "end": 345.85, "word": " لأن", "probability": 0.942138671875}, {"start": 345.85, "end": 345.99, "word": " ال", "probability": 0.5634765625}, {"start": 345.99, "end": 346.19, "word": " height", "probability": 0.80908203125}, {"start": 346.19, "end": 346.73, "word": " تبعه", "probability": 0.9339599609375}, {"start": 346.73, "end": 347.75, "word": " 181", "probability": 0.7880859375}, {"start": 347.75, "end": 348.15, "word": " سنة", "probability": 0.4827473958333333}, {"start": 348.15, "end": 348.69, "word": " لأن", "probability": 0.79931640625}, {"start": 348.69, "end": 349.31, "word": " ارتفاعه", "probability": 0.95478515625}, {"start": 349.31, "end": 350.19, "word": " 181", "probability": 0.948486328125}, {"start": 350.19, "end": 350.61, "word": " سنة", "probability": 0.8766276041666666}, {"start": 350.61, "end": 351.17, "word": " فهو", "probability": 0.97021484375}, {"start": 351.17, "end": 351.51, "word": " أكتر", "probability": 0.95947265625}, {"start": 351.51, "end": 351.63, "word": " من", "probability": 0.99462890625}, {"start": 351.63, "end": 351.73, "word": " ال", "probability": 0.68212890625}, {"start": 351.73, "end": 352.15, "word": " 180", "probability": 0.544921875}, {"start": 352.15, "end": 352.57, "word": " فبقول", "probability": 0.9215494791666666}, {"start": 352.57, "end": 352.83, "word": " عليه", "probability": 0.98974609375}, {"start": 352.83, "end": 353.37, "word": " طويل", "probability": 0.93701171875}, {"start": 353.37, "end": 354.53, "word": " بينما", "probability": 0.938232421875}, {"start": 354.53, "end": 355.29, "word": " واحد", "probability": 0.9599609375}, {"start": 355.29, "end": 355.69, "word": " تاني", "probability": 0.9830729166666666}, {"start": 355.69, "end": 355.99, "word": " David", "probability": 0.6259765625}, {"start": 355.99, "end": 356.77, "word": " مثلا", "probability": 0.9912109375}, {"start": 356.77, "end": 357.13, "word": " حسب", "probability": 0.96044921875}, {"start": 357.13, "end": 357.55, "word": " المثال", "probability": 0.9684244791666666}, {"start": 357.55, "end": 358.21, "word": " David", "probability": 0.3857421875}, {"start": 358.21, "end": 359.49, "word": " 179", "probability": 0.95068359375}, {"start": 359.49, "end": 360.01, "word": " سنة", "probability": 0.8837890625}, {"start": 360.01, "end": 360.85, "word": " حسب", "probability": 0.97998046875}, {"start": 360.85, "end": 361.03, "word": " ال", "probability": 0.90185546875}, {"start": 361.03, "end": 361.19, "word": " rule", "probability": 0.87060546875}, {"start": 361.19, "end": 361.75, "word": " بتاعتنا", "probability": 0.895751953125}, {"start": 361.75, "end": 362.25, "word": " أقل", "probability": 0.9807942708333334}, {"start": 362.25, "end": 362.39, "word": " من", "probability": 0.99462890625}, {"start": 362.39, "end": 362.47, "word": " ال", "probability": 0.71923828125}, {"start": 362.47, "end": 362.85, "word": " 180", "probability": 0.78955078125}, {"start": 362.85, "end": 363.21, "word": " فبقول", "probability": 0.9562174479166666}, {"start": 363.21, "end": 363.53, "word": " عليه", "probability": 0.99365234375}, {"start": 363.53, "end": 364.03, "word": " is", "probability": 0.9423828125}, {"start": 364.03, "end": 364.53, "word": " small", "probability": 0.87451171875}, {"start": 364.53, "end": 365.65, "word": " أو", "probability": 0.81982421875}, {"start": 365.65, "end": 365.97, "word": " is", "probability": 0.72216796875}, {"start": 365.97, "end": 366.39, "word": " short", "probability": 0.974609375}], "temperature": 1.0}, {"id": 16, "seek": 38404, "start": 367.08, "end": 384.04, "text": "كويس؟ فإذن واضح في الحالة هذه الفرق بينهم 2صنطي الفرق بينهم هو 2صنطي لكن فرق في الوصف نتيجة أن أنا بستخدم الـ Boolean logic أو الـ 1 و 0 بس وهذا مش منطقي إطلاقا في عملية الوصف زي اللي برسم خط على الرمل", "tokens": [4117, 45865, 3794, 22807, 6156, 28814, 8848, 1863, 4032, 46958, 5016, 8978, 21542, 6027, 3660, 29538, 27188, 2288, 4587, 49374, 16095, 568, 9381, 1863, 9566, 1829, 27188, 2288, 4587, 49374, 16095, 31439, 568, 9381, 1863, 9566, 1829, 44381, 6156, 2288, 4587, 8978, 2423, 2407, 9381, 5172, 8717, 31371, 7435, 3660, 14739, 41850, 4724, 14851, 9778, 40448, 2423, 39184, 23351, 28499, 9952, 34051, 2423, 39184, 502, 4032, 1958, 4724, 3794, 37037, 15730, 37893, 9154, 9566, 38436, 11933, 9566, 15040, 4587, 995, 8978, 6225, 42213, 10632, 2423, 2407, 9381, 5172, 30767, 1829, 13672, 1829, 4724, 2288, 38251, 16490, 9566, 15844, 34892, 42213], "avg_logprob": -0.21488243105387925, "compression_ratio": 1.6538461538461537, "no_speech_prob": 5.960464477539062e-07, "words": [{"start": 367.08, "end": 367.8, "word": "كويس؟", "probability": 0.63983154296875}, {"start": 367.8, "end": 368.62, "word": " فإذن", "probability": 0.75921630859375}, {"start": 368.62, "end": 369.48, "word": " واضح", "probability": 0.9363606770833334}, {"start": 369.48, "end": 369.58, "word": " في", "probability": 0.931640625}, {"start": 369.58, "end": 369.88, "word": " الحالة", "probability": 0.98095703125}, {"start": 369.88, "end": 370.14, "word": " هذه", "probability": 0.654296875}, {"start": 370.14, "end": 371.08, "word": " الفرق", "probability": 0.8990885416666666}, {"start": 371.08, "end": 371.28, "word": " بينهم", "probability": 0.97802734375}, {"start": 371.28, "end": 371.94, "word": " 2صنطي", "probability": 0.4898193359375}, {"start": 371.94, "end": 372.64, "word": " الفرق", "probability": 0.8458658854166666}, {"start": 372.64, "end": 373.16, "word": " بينهم", "probability": 0.989013671875}, {"start": 373.16, "end": 373.48, "word": " هو", "probability": 0.904296875}, {"start": 373.48, "end": 374.12, "word": " 2صنطي", "probability": 0.9578125}, {"start": 374.12, "end": 374.3, "word": " لكن", "probability": 0.8701171875}, {"start": 374.3, "end": 374.74, "word": " فرق", "probability": 0.81884765625}, {"start": 374.74, "end": 375.18, "word": " في", "probability": 0.95703125}, {"start": 375.18, "end": 375.72, "word": " الوصف", "probability": 0.9896240234375}, {"start": 375.72, "end": 376.58, "word": " نتيجة", "probability": 0.9873046875}, {"start": 376.58, "end": 376.72, "word": " أن", "probability": 0.468017578125}, {"start": 376.72, "end": 376.78, "word": " أنا", "probability": 0.313232421875}, {"start": 376.78, "end": 377.24, "word": " بستخدم", "probability": 0.91748046875}, {"start": 377.24, "end": 377.44, "word": " الـ", "probability": 0.6143798828125}, {"start": 377.44, "end": 377.68, "word": " Boolean", "probability": 0.550048828125}, {"start": 377.68, "end": 378.14, "word": " logic", "probability": 0.57666015625}, {"start": 378.14, "end": 378.74, "word": " أو", "probability": 0.85546875}, {"start": 378.74, "end": 379.2, "word": " الـ", "probability": 0.6156005859375}, {"start": 379.2, "end": 379.32, "word": " 1", "probability": 0.68115234375}, {"start": 379.32, "end": 379.46, "word": " و", "probability": 0.85400390625}, {"start": 379.46, "end": 379.66, "word": " 0", "probability": 0.76806640625}, {"start": 379.66, "end": 380.06, "word": " بس", "probability": 0.9521484375}, {"start": 380.06, "end": 380.58, "word": " وهذا", "probability": 0.769287109375}, {"start": 380.58, "end": 380.7, "word": " مش", "probability": 0.91259765625}, {"start": 380.7, "end": 381.1, "word": " منطقي", "probability": 0.9563802083333334}, {"start": 381.1, "end": 381.58, "word": " إطلاقا", "probability": 0.92646484375}, {"start": 381.58, "end": 381.7, "word": " في", "probability": 0.96728515625}, {"start": 381.7, "end": 382.0, "word": " عملية", "probability": 0.98974609375}, {"start": 382.0, "end": 382.4, "word": " الوصف", "probability": 0.9954833984375}, {"start": 382.4, "end": 382.86, "word": " زي", "probability": 0.951904296875}, {"start": 382.86, "end": 382.98, "word": " اللي", "probability": 0.936767578125}, {"start": 382.98, "end": 383.26, "word": " برسم", "probability": 0.93212890625}, {"start": 383.26, "end": 383.62, "word": " خط", "probability": 0.988525390625}, {"start": 383.62, "end": 383.76, "word": " على", "probability": 0.705078125}, {"start": 383.76, "end": 384.04, "word": " الرمل", "probability": 0.98095703125}], "temperature": 1.0}, {"id": 17, "seek": 41283, "start": 385.41, "end": 412.83, "text": "زي ما هو يكتب خط على الرمل على البحر بكل بساطة موجة بتيجي بتشيله الموجة هذه هي أهواءنا احنا كل واحد بينظر للمقياس من وجهة نظره لكن في ال logic لأ هي المفروض بتعكس reflects how people think كيف الناس فعليا بتفكر وهذا اللي هنتكلم عنه في ال expert system تبعنا فهي بتحاول to model our sense of words فجديش إحساسنا بالكلمات", "tokens": [11622, 1829, 19446, 31439, 7251, 4117, 2655, 3555, 16490, 9566, 15844, 34892, 42213, 15844, 29739, 5016, 2288, 4724, 28820, 4724, 3794, 41193, 3660, 3714, 29245, 3660, 39894, 1829, 7435, 1829, 39894, 8592, 26895, 3224, 9673, 29245, 3660, 29538, 39896, 5551, 3224, 2407, 16606, 8315, 1975, 5016, 8315, 28242, 36764, 24401, 4724, 9957, 19913, 2288, 5296, 19528, 4587, 25528, 3794, 9154, 49610, 3224, 3660, 8717, 19913, 2288, 3224, 44381, 8978, 2423, 9952, 5296, 10721, 39896, 9673, 5172, 32887, 11242, 39894, 3615, 4117, 3794, 18926, 577, 561, 519, 9122, 33911, 2423, 8315, 3794, 6156, 3615, 20292, 995, 39894, 5172, 37983, 37037, 15730, 13672, 1829, 8032, 29399, 4117, 19528, 18871, 3224, 8978, 2423, 5844, 1185, 6055, 3555, 3615, 8315, 6156, 3224, 1829, 39894, 5016, 995, 12610, 281, 2316, 527, 2020, 295, 2283, 6156, 7435, 16254, 8592, 11933, 5016, 3794, 32277, 8315, 20666, 4117, 19528, 9307], "avg_logprob": -0.1353802474645468, "compression_ratio": 1.664516129032258, "no_speech_prob": 0.0, "words": [{"start": 385.41, "end": 385.77, "word": "زي", "probability": 0.7135009765625}, {"start": 385.77, "end": 385.85, "word": " ما", "probability": 0.95458984375}, {"start": 385.85, "end": 385.95, "word": " هو", "probability": 0.853515625}, {"start": 385.95, "end": 386.23, "word": " يكتب", "probability": 0.8878173828125}, {"start": 386.23, "end": 387.11, "word": " خط", "probability": 0.873779296875}, {"start": 387.11, "end": 387.29, "word": " على", "probability": 0.8740234375}, {"start": 387.29, "end": 387.59, "word": " الرمل", "probability": 0.974853515625}, {"start": 387.59, "end": 387.73, "word": " على", "probability": 0.7470703125}, {"start": 387.73, "end": 388.07, "word": " البحر", "probability": 0.9931640625}, {"start": 388.07, "end": 388.85, "word": " بكل", "probability": 0.9228515625}, {"start": 388.85, "end": 389.43, "word": " بساطة", "probability": 0.9913330078125}, {"start": 389.43, "end": 389.73, "word": " موجة", "probability": 0.90673828125}, {"start": 389.73, "end": 389.97, "word": " بتيجي", "probability": 0.825439453125}, {"start": 389.97, "end": 390.41, "word": " بتشيله", "probability": 0.9227294921875}, {"start": 390.41, "end": 391.15, "word": " الموجة", "probability": 0.93603515625}, {"start": 391.15, "end": 391.39, "word": " هذه", "probability": 0.6103515625}, {"start": 391.39, "end": 391.63, "word": " هي", "probability": 0.6533203125}, {"start": 391.63, "end": 392.13, "word": " أهواءنا", "probability": 0.82255859375}, {"start": 392.13, "end": 392.43, "word": " احنا", "probability": 0.79248046875}, {"start": 392.43, "end": 393.13, "word": " كل", "probability": 0.62109375}, {"start": 393.13, "end": 393.43, "word": " واحد", "probability": 0.99560546875}, {"start": 393.43, "end": 393.95, "word": " بينظر", "probability": 0.876953125}, {"start": 393.95, "end": 394.81, "word": " للمقياس", "probability": 0.91259765625}, {"start": 394.81, "end": 394.97, "word": " من", "probability": 0.99462890625}, {"start": 394.97, "end": 395.23, "word": " وجهة", "probability": 0.85107421875}, {"start": 395.23, "end": 395.61, "word": " نظره", "probability": 0.9735107421875}, {"start": 395.61, "end": 396.19, "word": " لكن", "probability": 0.87353515625}, {"start": 396.19, "end": 396.99, "word": " في", "probability": 0.97216796875}, {"start": 396.99, "end": 397.09, "word": " ال", "probability": 0.9453125}, {"start": 397.09, "end": 397.43, "word": " logic", "probability": 0.560546875}, {"start": 397.43, "end": 397.81, "word": " لأ", "probability": 0.861572265625}, {"start": 397.81, "end": 397.93, "word": " هي", "probability": 0.8681640625}, {"start": 397.93, "end": 398.25, "word": " المفروض", "probability": 0.995361328125}, {"start": 398.25, "end": 399.01, "word": " بتعكس", "probability": 0.9176025390625}, {"start": 399.01, "end": 399.65, "word": " reflects", "probability": 0.2183837890625}, {"start": 399.65, "end": 400.13, "word": " how", "probability": 0.9013671875}, {"start": 400.13, "end": 400.47, "word": " people", "probability": 0.97802734375}, {"start": 400.47, "end": 400.89, "word": " think", "probability": 0.88330078125}, {"start": 400.89, "end": 401.23, "word": " كيف", "probability": 0.97314453125}, {"start": 401.23, "end": 401.67, "word": " الناس", "probability": 0.9944661458333334}, {"start": 401.67, "end": 402.31, "word": " فعليا", "probability": 0.87939453125}, {"start": 402.31, "end": 402.81, "word": " بتفكر", "probability": 0.9558919270833334}, {"start": 402.81, "end": 403.29, "word": " وهذا", "probability": 0.804443359375}, {"start": 403.29, "end": 403.39, "word": " اللي", "probability": 0.96923828125}, {"start": 403.39, "end": 404.19, "word": " هنتكلم", "probability": 0.922119140625}, {"start": 404.19, "end": 404.45, "word": " عنه", "probability": 0.990234375}, {"start": 404.45, "end": 404.55, "word": " في", "probability": 0.9453125}, {"start": 404.55, "end": 404.61, "word": " ال", "probability": 0.86376953125}, {"start": 404.61, "end": 404.85, "word": " expert", "probability": 0.50146484375}, {"start": 404.85, "end": 405.15, "word": " system", "probability": 0.96240234375}, {"start": 405.15, "end": 405.55, "word": " تبعنا", "probability": 0.8580322265625}, {"start": 405.55, "end": 405.97, "word": " فهي", "probability": 0.9207356770833334}, {"start": 405.97, "end": 406.61, "word": " بتحاول", "probability": 0.9847412109375}, {"start": 406.61, "end": 407.09, "word": " to", "probability": 0.7412109375}, {"start": 407.09, "end": 407.31, "word": " model", "probability": 0.958984375}, {"start": 407.31, "end": 407.63, "word": " our", "probability": 0.88818359375}, {"start": 407.63, "end": 408.15, "word": " sense", "probability": 0.8544921875}, {"start": 408.15, "end": 408.87, "word": " of", "probability": 0.98046875}, {"start": 408.87, "end": 409.17, "word": " words", "probability": 0.9033203125}, {"start": 409.17, "end": 410.81, "word": " فجديش", "probability": 0.77154541015625}, {"start": 410.81, "end": 412.03, "word": " إحساسنا", "probability": 0.8884765625}, {"start": 412.03, "end": 412.83, "word": " بالكلمات", "probability": 0.964111328125}], "temperature": 1.0}, {"id": 18, "seek": 43804, "start": 413.38, "end": 438.04, "text": "بنحاول نعكسه في الطريقة اللي بنشتغل فيها اليوم إحساسنا لكلمة low إيش يعني؟ إحساسنا لكلمة high إيش يعني؟ عشان إن برمج الحسوب يشتغل عليه فيصبح expert system يصبح رجل أو ذكاء إصطناعي بيقدر يفكر لحاله و بيقدر هو يوصف لحاله تمام فهذا هو الموضوع تبعنا عشان نمشي في اتجاه ال intelligent systems", "tokens": [3555, 1863, 5016, 995, 12610, 8717, 3615, 4117, 3794, 3224, 8978, 41950, 16572, 28671, 13672, 1829, 44945, 8592, 2655, 17082, 1211, 8978, 11296, 45595, 20498, 11933, 5016, 3794, 32277, 8315, 5296, 4117, 19528, 3660, 2295, 11933, 1829, 8592, 37495, 22653, 22807, 11933, 5016, 3794, 32277, 8315, 5296, 4117, 19528, 3660, 1090, 11933, 1829, 8592, 37495, 22653, 22807, 6225, 8592, 7649, 36145, 4724, 2288, 2304, 7435, 21542, 3794, 37746, 7251, 8592, 2655, 17082, 1211, 47356, 8978, 9381, 49628, 5844, 1185, 7251, 9381, 49628, 12602, 7435, 1211, 34051, 29910, 4117, 16606, 11933, 9381, 9566, 8315, 3615, 1829, 4724, 1829, 28543, 2288, 7251, 5172, 37983, 5296, 5016, 6027, 3224, 4032, 4724, 1829, 28543, 2288, 31439, 7251, 2407, 9381, 5172, 5296, 5016, 6027, 3224, 46811, 10943, 6156, 3224, 15730, 31439, 9673, 2407, 11242, 45367, 6055, 3555, 3615, 8315, 6225, 8592, 7649, 8717, 2304, 8592, 1829, 8978, 1975, 2655, 7435, 40294, 2423, 13232, 3652], "avg_logprob": -0.103281246672074, "compression_ratio": 1.8134328358208955, "no_speech_prob": 0.0, "words": [{"start": 413.38, "end": 414.06, "word": "بنحاول", "probability": 0.837548828125}, {"start": 414.06, "end": 414.66, "word": " نعكسه", "probability": 0.970703125}, {"start": 414.66, "end": 415.26, "word": " في", "probability": 0.90185546875}, {"start": 415.26, "end": 416.26, "word": " الطريقة", "probability": 0.9801432291666666}, {"start": 416.26, "end": 416.34, "word": " اللي", "probability": 0.767578125}, {"start": 416.34, "end": 416.68, "word": " بنشتغل", "probability": 0.965625}, {"start": 416.68, "end": 416.92, "word": " فيها", "probability": 0.963623046875}, {"start": 416.92, "end": 417.22, "word": " اليوم", "probability": 0.98046875}, {"start": 417.22, "end": 418.04, "word": " إحساسنا", "probability": 0.93115234375}, {"start": 418.04, "end": 418.46, "word": " لكلمة", "probability": 0.927734375}, {"start": 418.46, "end": 418.72, "word": " low", "probability": 0.5634765625}, {"start": 418.72, "end": 420.06, "word": " إيش", "probability": 0.87841796875}, {"start": 420.06, "end": 420.6, "word": " يعني؟", "probability": 0.92333984375}, {"start": 420.6, "end": 421.08, "word": " إحساسنا", "probability": 0.96884765625}, {"start": 421.08, "end": 421.5, "word": " لكلمة", "probability": 0.97509765625}, {"start": 421.5, "end": 421.82, "word": " high", "probability": 0.91259765625}, {"start": 421.82, "end": 422.14, "word": " إيش", "probability": 0.9723307291666666}, {"start": 422.14, "end": 423.22, "word": " يعني؟", "probability": 0.9793294270833334}, {"start": 423.22, "end": 423.74, "word": " عشان", "probability": 0.9796549479166666}, {"start": 423.74, "end": 424.16, "word": " إن", "probability": 0.70751953125}, {"start": 424.16, "end": 424.48, "word": " برمج", "probability": 0.9952392578125}, {"start": 424.48, "end": 424.86, "word": " الحسوب", "probability": 0.7985026041666666}, {"start": 424.86, "end": 425.18, "word": " يشتغل", "probability": 0.99453125}, {"start": 425.18, "end": 425.34, "word": " عليه", "probability": 0.452392578125}, {"start": 425.34, "end": 425.9, "word": " فيصبح", "probability": 0.9666341145833334}, {"start": 425.9, "end": 426.3, "word": " expert", "probability": 0.7197265625}, {"start": 426.3, "end": 426.8, "word": " system", "probability": 0.9443359375}, {"start": 426.8, "end": 427.42, "word": " يصبح", "probability": 0.9158528645833334}, {"start": 427.42, "end": 428.24, "word": " رجل", "probability": 0.9759114583333334}, {"start": 428.24, "end": 428.54, "word": " أو", "probability": 0.9248046875}, {"start": 428.54, "end": 429.22, "word": " ذكاء", "probability": 0.9288736979166666}, {"start": 429.22, "end": 429.72, "word": " إصطناعي", "probability": 0.9243977864583334}, {"start": 429.72, "end": 430.04, "word": " بيقدر", "probability": 0.902099609375}, {"start": 430.04, "end": 430.4, "word": " يفكر", "probability": 0.9933268229166666}, {"start": 430.4, "end": 430.84, "word": " لحاله", "probability": 0.98876953125}, {"start": 430.84, "end": 431.08, "word": " و", "probability": 0.60498046875}, {"start": 431.08, "end": 431.32, "word": " بيقدر", "probability": 0.85748291015625}, {"start": 431.32, "end": 431.46, "word": " هو", "probability": 0.89501953125}, {"start": 431.46, "end": 431.76, "word": " يوصف", "probability": 0.880126953125}, {"start": 431.76, "end": 432.18, "word": " لحاله", "probability": 0.9942626953125}, {"start": 432.18, "end": 432.76, "word": " تمام", "probability": 0.75390625}, {"start": 432.76, "end": 433.62, "word": " فهذا", "probability": 0.7574055989583334}, {"start": 433.62, "end": 433.8, "word": " هو", "probability": 0.98291015625}, {"start": 433.8, "end": 434.52, "word": " الموضوع", "probability": 0.9959716796875}, {"start": 434.52, "end": 434.86, "word": " تبعنا", "probability": 0.84112548828125}, {"start": 434.86, "end": 435.2, "word": " عشان", "probability": 0.9866536458333334}, {"start": 435.2, "end": 435.6, "word": " نمشي", "probability": 0.994873046875}, {"start": 435.6, "end": 435.68, "word": " في", "probability": 0.95361328125}, {"start": 435.68, "end": 436.18, "word": " اتجاه", "probability": 0.9715576171875}, {"start": 436.18, "end": 436.72, "word": " ال", "probability": 0.8740234375}, {"start": 436.72, "end": 437.16, "word": " intelligent", "probability": 0.264892578125}, {"start": 437.16, "end": 438.04, "word": " systems", "probability": 0.87841796875}], "temperature": 1.0}, {"id": 19, "seek": 45606, "start": 438.46, "end": 456.06, "text": "من أول باحث بدأ في هذه الطريقة أو في هذا التفكير هو لطفي زادة لطفي زادة بدأها في منتصف الستنات ويمكن نقول إنه كانت في وقتها الموجة رايحة في اتجاه ال neural network في الغرب لكن في الشرق و هو فعليا لطفي زادة شرقي", "tokens": [27842, 5551, 12610, 4724, 39319, 12984, 47525, 10721, 8978, 29538, 41950, 16572, 28671, 34051, 8978, 23758, 16712, 5172, 4117, 13546, 31439, 5296, 9566, 41185, 30767, 18513, 3660, 5296, 9566, 41185, 30767, 18513, 3660, 47525, 10721, 11296, 8978, 9154, 2655, 9381, 5172, 21136, 2655, 8315, 2655, 4032, 32640, 19452, 8717, 39648, 36145, 3224, 25961, 2655, 8978, 4032, 38149, 11296, 9673, 29245, 3660, 12602, 47302, 5016, 3660, 8978, 1975, 2655, 7435, 40294, 2423, 18161, 3209, 8978, 6024, 118, 25513, 44381, 8978, 25124, 2288, 4587, 4032, 31439, 6156, 3615, 20292, 995, 5296, 9566, 41185, 30767, 18513, 3660, 13412, 2288, 38436], "avg_logprob": -0.13831314277284, "compression_ratio": 1.811881188118812, "no_speech_prob": 0.0, "words": [{"start": 438.46, "end": 438.98, "word": "من", "probability": 0.71533203125}, {"start": 438.98, "end": 439.22, "word": " أول", "probability": 0.906982421875}, {"start": 439.22, "end": 439.58, "word": " باحث", "probability": 0.7008463541666666}, {"start": 439.58, "end": 439.9, "word": " بدأ", "probability": 0.978515625}, {"start": 439.9, "end": 440.02, "word": " في", "probability": 0.77685546875}, {"start": 440.02, "end": 440.24, "word": " هذه", "probability": 0.94775390625}, {"start": 440.24, "end": 440.78, "word": " الطريقة", "probability": 0.99072265625}, {"start": 440.78, "end": 441.22, "word": " أو", "probability": 0.87158203125}, {"start": 441.22, "end": 441.36, "word": " في", "probability": 0.951171875}, {"start": 441.36, "end": 441.5, "word": " هذا", "probability": 0.94873046875}, {"start": 441.5, "end": 441.94, "word": " التفكير", "probability": 0.99658203125}, {"start": 441.94, "end": 442.24, "word": " هو", "probability": 0.955078125}, {"start": 442.24, "end": 442.66, "word": " لطفي", "probability": 0.6833089192708334}, {"start": 442.66, "end": 443.04, "word": " زادة", "probability": 0.7493489583333334}, {"start": 443.04, "end": 443.7, "word": " لطفي", "probability": 0.790283203125}, {"start": 443.7, "end": 443.9, "word": " زادة", "probability": 0.9547526041666666}, {"start": 443.9, "end": 444.24, "word": " بدأها", "probability": 0.9462890625}, {"start": 444.24, "end": 444.42, "word": " في", "probability": 0.98095703125}, {"start": 444.42, "end": 445.5, "word": " منتصف", "probability": 0.9766845703125}, {"start": 445.5, "end": 446.16, "word": " الستنات", "probability": 0.7093505859375}, {"start": 446.16, "end": 446.72, "word": " ويمكن", "probability": 0.96630859375}, {"start": 446.72, "end": 446.92, "word": " نقول", "probability": 0.861083984375}, {"start": 446.92, "end": 447.24, "word": " إنه", "probability": 0.388916015625}, {"start": 447.24, "end": 447.5, "word": " كانت", "probability": 0.97119140625}, {"start": 447.5, "end": 447.6, "word": " في", "probability": 0.97509765625}, {"start": 447.6, "end": 448.04, "word": " وقتها", "probability": 0.9959309895833334}, {"start": 448.04, "end": 449.08, "word": " الموجة", "probability": 0.9635416666666666}, {"start": 449.08, "end": 449.38, "word": " رايحة", "probability": 0.9737548828125}, {"start": 449.38, "end": 449.5, "word": " في", "probability": 0.9501953125}, {"start": 449.5, "end": 449.96, "word": " اتجاه", "probability": 0.9757080078125}, {"start": 449.96, "end": 450.58, "word": " ال", "probability": 0.92919921875}, {"start": 450.58, "end": 451.0, "word": " neural", "probability": 0.489501953125}, {"start": 451.0, "end": 451.62, "word": " network", "probability": 0.96484375}, {"start": 451.62, "end": 451.9, "word": " في", "probability": 0.96044921875}, {"start": 451.9, "end": 452.36, "word": " الغرب", "probability": 0.98828125}, {"start": 452.36, "end": 452.94, "word": " لكن", "probability": 0.82373046875}, {"start": 452.94, "end": 453.1, "word": " في", "probability": 0.9833984375}, {"start": 453.1, "end": 453.66, "word": " الشرق", "probability": 0.9912109375}, {"start": 453.66, "end": 453.94, "word": " و", "probability": 0.52587890625}, {"start": 453.94, "end": 454.16, "word": " هو", "probability": 0.76806640625}, {"start": 454.16, "end": 454.72, "word": " فعليا", "probability": 0.881591796875}, {"start": 454.72, "end": 455.16, "word": " لطفي", "probability": 0.958984375}, {"start": 455.16, "end": 455.46, "word": " زادة", "probability": 0.95166015625}, {"start": 455.46, "end": 456.06, "word": " شرقي", "probability": 0.9021809895833334}], "temperature": 1.0}, {"id": 20, "seek": 48015, "start": 457.95, "end": 480.15, "text": "أخد على عادقه طريقة تانية مختلفة ويمكن ضلت تدرس في الشرق أكتر منها في الغرب إلى أن انتعشت واستخدمت في الصناعة بشكل أكبر من الـ neural network في وقتها وعشان هيك الناس اتجهت إليه وأول ناس اشتغلوا عليه يمكن كانوا اليابانيين في فترة التمانينات لما صرنا نسمع عن الـ full automatic", "tokens": [10721, 9778, 3215, 15844, 6225, 18513, 4587, 3224, 23032, 16572, 28671, 6055, 7649, 10632, 3714, 46456, 46538, 3660, 4032, 32640, 19452, 48812, 1211, 2655, 6055, 3215, 2288, 3794, 8978, 25124, 2288, 4587, 5551, 4117, 2655, 2288, 9154, 11296, 8978, 6024, 118, 25513, 30731, 14739, 16472, 2655, 3615, 8592, 2655, 36764, 14851, 9778, 40448, 2655, 8978, 31767, 8315, 27884, 4724, 8592, 28820, 5551, 4117, 26890, 9154, 2423, 39184, 18161, 3209, 8978, 4032, 38149, 11296, 4032, 3615, 8592, 7649, 39896, 4117, 2423, 8315, 3794, 1975, 2655, 7435, 3224, 2655, 11933, 20292, 3224, 4032, 10721, 12610, 8717, 32277, 1975, 8592, 2655, 17082, 1211, 14407, 47356, 7251, 43020, 25961, 14407, 45595, 16758, 7649, 1829, 9957, 8978, 6156, 2655, 25720, 16712, 2304, 7649, 9957, 9307, 5296, 15042, 20328, 2288, 8315, 8717, 38251, 3615, 18871, 2423, 39184, 1577, 12509], "avg_logprob": -0.125932828703923, "compression_ratio": 1.75, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 457.95, "end": 458.45, "word": "أخد", "probability": 0.89697265625}, {"start": 458.45, "end": 458.75, "word": " على", "probability": 0.892578125}, {"start": 458.75, "end": 459.25, "word": " عادقه", "probability": 0.742828369140625}, {"start": 459.25, "end": 459.81, "word": " طريقة", "probability": 0.9871419270833334}, {"start": 459.81, "end": 460.09, "word": " تانية", "probability": 0.9873046875}, {"start": 460.09, "end": 460.79, "word": " مختلفة", "probability": 0.9951171875}, {"start": 460.79, "end": 461.45, "word": " ويمكن", "probability": 0.9474283854166666}, {"start": 461.45, "end": 462.09, "word": " ضلت", "probability": 0.734375}, {"start": 462.09, "end": 462.75, "word": " تدرس", "probability": 0.9874267578125}, {"start": 462.75, "end": 462.97, "word": " في", "probability": 0.9736328125}, {"start": 462.97, "end": 463.39, "word": " الشرق", "probability": 0.9900716145833334}, {"start": 463.39, "end": 463.75, "word": " أكتر", "probability": 0.96337890625}, {"start": 463.75, "end": 463.93, "word": " منها", "probability": 0.992919921875}, {"start": 463.93, "end": 464.05, "word": " في", "probability": 0.96484375}, {"start": 464.05, "end": 464.35, "word": " الغرب", "probability": 0.98876953125}, {"start": 464.35, "end": 464.59, "word": " إلى", "probability": 0.8388671875}, {"start": 464.59, "end": 464.83, "word": " أن", "probability": 0.90576171875}, {"start": 464.83, "end": 465.43, "word": " انتعشت", "probability": 0.883984375}, {"start": 465.43, "end": 466.23, "word": " واستخدمت", "probability": 0.89443359375}, {"start": 466.23, "end": 466.33, "word": " في", "probability": 0.98388671875}, {"start": 466.33, "end": 466.75, "word": " الصناعة", "probability": 0.9833984375}, {"start": 466.75, "end": 467.19, "word": " بشكل", "probability": 0.9729817708333334}, {"start": 467.19, "end": 467.99, "word": " أكبر", "probability": 0.9578450520833334}, {"start": 467.99, "end": 468.71, "word": " من", "probability": 0.99365234375}, {"start": 468.71, "end": 469.31, "word": " الـ", "probability": 0.705322265625}, {"start": 469.31, "end": 469.49, "word": " neural", "probability": 0.517578125}, {"start": 469.49, "end": 470.05, "word": " network", "probability": 0.94775390625}, {"start": 470.05, "end": 470.23, "word": " في", "probability": 0.890625}, {"start": 470.23, "end": 470.63, "word": " وقتها", "probability": 0.99658203125}, {"start": 470.63, "end": 471.13, "word": " وعشان", "probability": 0.901123046875}, {"start": 471.13, "end": 471.29, "word": " هيك", "probability": 0.884033203125}, {"start": 471.29, "end": 471.61, "word": " الناس", "probability": 0.98779296875}, {"start": 471.61, "end": 472.09, "word": " اتجهت", "probability": 0.97177734375}, {"start": 472.09, "end": 472.83, "word": " إليه", "probability": 0.6216634114583334}, {"start": 472.83, "end": 473.99, "word": " وأول", "probability": 0.609619140625}, {"start": 473.99, "end": 474.23, "word": " ناس", "probability": 0.983642578125}, {"start": 474.23, "end": 474.71, "word": " اشتغلوا", "probability": 0.927978515625}, {"start": 474.71, "end": 475.01, "word": " عليه", "probability": 0.875}, {"start": 475.01, "end": 475.55, "word": " يمكن", "probability": 0.97412109375}, {"start": 475.55, "end": 475.83, "word": " كانوا", "probability": 0.98876953125}, {"start": 475.83, "end": 476.45, "word": " اليابانيين", "probability": 0.98232421875}, {"start": 476.45, "end": 477.39, "word": " في", "probability": 0.95263671875}, {"start": 477.39, "end": 477.69, "word": " فترة", "probability": 0.9967447916666666}, {"start": 477.69, "end": 478.33, "word": " التمانينات", "probability": 0.82939453125}, {"start": 478.33, "end": 478.51, "word": " لما", "probability": 0.8818359375}, {"start": 478.51, "end": 478.79, "word": " صرنا", "probability": 0.67919921875}, {"start": 478.79, "end": 479.11, "word": " نسمع", "probability": 0.9944661458333334}, {"start": 479.11, "end": 479.33, "word": " عن", "probability": 0.9970703125}, {"start": 479.33, "end": 479.65, "word": " الـ", "probability": 0.808837890625}, {"start": 479.65, "end": 479.77, "word": " full", "probability": 0.3525390625}, {"start": 479.77, "end": 480.15, "word": " automatic", "probability": 0.89453125}], "temperature": 1.0}, {"id": 21, "seek": 49777, "start": 480.97, "end": 497.77, "text": "كلمة full automatic و full option و الحاجات هذه كلها أصبحت أول ناس طلعوها من ورا هذه الطريقة لأن ال .. ال sense هو نفس ال sense تبع تفكير الناس لما بدأوا درجة الحرارة high أو low فصار في حاجة اسمها ال condition", "tokens": [4117, 19528, 3660, 1577, 12509, 4032, 1577, 3614, 4032, 21542, 26108, 9307, 29538, 28242, 11296, 5551, 9381, 3555, 33753, 5551, 12610, 8717, 32277, 23032, 1211, 3615, 2407, 11296, 9154, 4032, 23557, 29538, 41950, 16572, 28671, 5296, 33456, 2423, 4386, 2423, 2020, 31439, 8717, 36178, 2423, 2020, 6055, 3555, 3615, 6055, 5172, 4117, 13546, 2423, 8315, 3794, 5296, 15042, 47525, 10721, 14407, 11778, 47341, 3660, 21542, 2288, 9640, 3660, 1090, 34051, 2295, 6156, 9381, 9640, 8978, 11331, 26108, 3660, 24525, 2304, 11296, 2423, 4188], "avg_logprob": -0.11253719945393857, "compression_ratio": 1.5497630331753554, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 480.96999999999997, "end": 481.69, "word": "كلمة", "probability": 0.8225911458333334}, {"start": 481.69, "end": 481.85, "word": " full", "probability": 0.68212890625}, {"start": 481.85, "end": 482.21, "word": " automatic", "probability": 0.8740234375}, {"start": 482.21, "end": 482.35, "word": " و", "probability": 0.7373046875}, {"start": 482.35, "end": 482.51, "word": " full", "probability": 0.65966796875}, {"start": 482.51, "end": 482.93, "word": " option", "probability": 0.91796875}, {"start": 482.93, "end": 483.07, "word": " و", "probability": 0.837890625}, {"start": 483.07, "end": 483.41, "word": " الحاجات", "probability": 0.9861653645833334}, {"start": 483.41, "end": 483.57, "word": " هذه", "probability": 0.70703125}, {"start": 483.57, "end": 484.01, "word": " كلها", "probability": 0.995849609375}, {"start": 484.01, "end": 484.75, "word": " أصبحت", "probability": 0.962158203125}, {"start": 484.75, "end": 485.03, "word": " أول", "probability": 0.947265625}, {"start": 485.03, "end": 485.23, "word": " ناس", "probability": 0.9541015625}, {"start": 485.23, "end": 485.77, "word": " طلعوها", "probability": 0.9697265625}, {"start": 485.77, "end": 486.15, "word": " من", "probability": 0.99365234375}, {"start": 486.15, "end": 486.39, "word": " ورا", "probability": 0.955322265625}, {"start": 486.39, "end": 486.67, "word": " هذه", "probability": 0.97802734375}, {"start": 486.67, "end": 487.25, "word": " الطريقة", "probability": 0.9894205729166666}, {"start": 487.25, "end": 487.85, "word": " لأن", "probability": 0.84912109375}, {"start": 487.85, "end": 488.63, "word": " ال", "probability": 0.74755859375}, {"start": 488.63, "end": 488.97, "word": " ..", "probability": 0.466796875}, {"start": 488.97, "end": 489.61, "word": " ال", "probability": 0.93408203125}, {"start": 489.61, "end": 489.99, "word": " sense", "probability": 0.6533203125}, {"start": 489.99, "end": 490.31, "word": " هو", "probability": 0.9833984375}, {"start": 490.31, "end": 490.59, "word": " نفس", "probability": 0.99609375}, {"start": 490.59, "end": 490.75, "word": " ال", "probability": 0.98828125}, {"start": 490.75, "end": 490.95, "word": " sense", "probability": 0.91943359375}, {"start": 490.95, "end": 491.19, "word": " تبع", "probability": 0.95458984375}, {"start": 491.19, "end": 491.59, "word": " تفكير", "probability": 0.993896484375}, {"start": 491.59, "end": 492.05, "word": " الناس", "probability": 0.99267578125}, {"start": 492.05, "end": 492.85, "word": " لما", "probability": 0.826416015625}, {"start": 492.85, "end": 493.19, "word": " بدأوا", "probability": 0.4632975260416667}, {"start": 493.19, "end": 493.55, "word": " درجة", "probability": 0.9108072916666666}, {"start": 493.55, "end": 493.95, "word": " الحرارة", "probability": 0.9810791015625}, {"start": 493.95, "end": 494.65, "word": " high", "probability": 0.95556640625}, {"start": 494.65, "end": 495.19, "word": " أو", "probability": 0.7421875}, {"start": 495.19, "end": 495.51, "word": " low", "probability": 0.990234375}, {"start": 495.51, "end": 496.17, "word": " فصار", "probability": 0.9778645833333334}, {"start": 496.17, "end": 496.29, "word": " في", "probability": 0.9248046875}, {"start": 496.29, "end": 496.57, "word": " حاجة", "probability": 0.9847005208333334}, {"start": 496.57, "end": 496.99, "word": " اسمها", "probability": 0.93408203125}, {"start": 496.99, "end": 497.37, "word": " ال", "probability": 0.94970703125}, {"start": 497.37, "end": 497.77, "word": " condition", "probability": 0.9814453125}], "temperature": 1.0}, {"id": 22, "seek": 51961, "start": 498.65, "end": 519.61, "text": "ال air conditioner هذا احنا بنعيره على اساس انه cold او warm دافي او بارد بنفس الفكرة بنفس القالية فإذا بقدرش اقول لو واحد لأ حطلي بالظبط جديش يعني warm و جديش يعني low في وقتها كانت لأ التدريج هذا عملوها بشكل مجموعة grades", "tokens": [6027, 1988, 33558, 23758, 1975, 5016, 8315, 44945, 3615, 13546, 3224, 15844, 24525, 32277, 16472, 3224, 3554, 1975, 2407, 4561, 11778, 31845, 1829, 1975, 2407, 4724, 9640, 3215, 44945, 36178, 27188, 4117, 25720, 44945, 36178, 25062, 6027, 10632, 6156, 28814, 15730, 4724, 28543, 2288, 8592, 1975, 39648, 45164, 36764, 24401, 5296, 10721, 11331, 9566, 20292, 20666, 19913, 3555, 9566, 10874, 16254, 8592, 37495, 22653, 4561, 4032, 10874, 16254, 8592, 37495, 22653, 2295, 8978, 4032, 38149, 11296, 25961, 2655, 5296, 10721, 16712, 3215, 16572, 7435, 23758, 6225, 42213, 2407, 11296, 4724, 8592, 28820, 3714, 7435, 2304, 2407, 27884, 18041], "avg_logprob": -0.13675821008104266, "compression_ratio": 1.6727272727272726, "no_speech_prob": 0.0, "words": [{"start": 498.65, "end": 498.87, "word": "ال", "probability": 0.8212890625}, {"start": 498.87, "end": 499.03, "word": " air", "probability": 0.216796875}, {"start": 499.03, "end": 499.49, "word": " conditioner", "probability": 0.93798828125}, {"start": 499.49, "end": 499.91, "word": " هذا", "probability": 0.7783203125}, {"start": 499.91, "end": 500.73, "word": " احنا", "probability": 0.8045247395833334}, {"start": 500.73, "end": 501.59, "word": " بنعيره", "probability": 0.8555908203125}, {"start": 501.59, "end": 501.73, "word": " على", "probability": 0.77294921875}, {"start": 501.73, "end": 501.97, "word": " اساس", "probability": 0.6463623046875}, {"start": 501.97, "end": 502.21, "word": " انه", "probability": 0.81201171875}, {"start": 502.21, "end": 502.85, "word": " cold", "probability": 0.93115234375}, {"start": 502.85, "end": 503.45, "word": " او", "probability": 0.779541015625}, {"start": 503.45, "end": 503.97, "word": " warm", "probability": 0.86328125}, {"start": 503.97, "end": 504.71, "word": " دافي", "probability": 0.798828125}, {"start": 504.71, "end": 504.95, "word": " او", "probability": 0.935302734375}, {"start": 504.95, "end": 505.43, "word": " بارد", "probability": 0.9949544270833334}, {"start": 505.43, "end": 506.49, "word": " بنفس", "probability": 0.95947265625}, {"start": 506.49, "end": 506.89, "word": " الفكرة", "probability": 0.9853515625}, {"start": 506.89, "end": 507.17, "word": " بنفس", "probability": 0.90234375}, {"start": 507.17, "end": 507.65, "word": " القالية", "probability": 0.8388671875}, {"start": 507.65, "end": 508.27, "word": " فإذا", "probability": 0.8087565104166666}, {"start": 508.27, "end": 509.17, "word": " بقدرش", "probability": 0.934814453125}, {"start": 509.17, "end": 509.61, "word": " اقول", "probability": 0.81884765625}, {"start": 509.61, "end": 509.73, "word": " لو", "probability": 0.8857421875}, {"start": 509.73, "end": 510.01, "word": " واحد", "probability": 0.975830078125}, {"start": 510.01, "end": 510.19, "word": " لأ", "probability": 0.964599609375}, {"start": 510.19, "end": 510.55, "word": " حطلي", "probability": 0.8541666666666666}, {"start": 510.55, "end": 511.55, "word": " بالظبط", "probability": 0.9857177734375}, {"start": 511.55, "end": 512.05, "word": " جديش", "probability": 0.8557942708333334}, {"start": 512.05, "end": 512.27, "word": " يعني", "probability": 0.928466796875}, {"start": 512.27, "end": 512.57, "word": " warm", "probability": 0.92919921875}, {"start": 512.57, "end": 512.67, "word": " و", "probability": 0.5673828125}, {"start": 512.67, "end": 512.97, "word": " جديش", "probability": 0.95751953125}, {"start": 512.97, "end": 513.23, "word": " يعني", "probability": 0.9677734375}, {"start": 513.23, "end": 513.89, "word": " low", "probability": 0.95751953125}, {"start": 513.89, "end": 514.65, "word": " في", "probability": 0.650390625}, {"start": 514.65, "end": 515.09, "word": " وقتها", "probability": 0.9938151041666666}, {"start": 515.09, "end": 515.41, "word": " كانت", "probability": 0.955078125}, {"start": 515.41, "end": 515.59, "word": " لأ", "probability": 0.772705078125}, {"start": 515.59, "end": 516.45, "word": " التدريج", "probability": 0.988037109375}, {"start": 516.45, "end": 516.77, "word": " هذا", "probability": 0.94189453125}, {"start": 516.77, "end": 518.21, "word": " عملوها", "probability": 0.9654541015625}, {"start": 518.21, "end": 518.75, "word": " بشكل", "probability": 0.9900716145833334}, {"start": 518.75, "end": 519.21, "word": " مجموعة", "probability": 0.9611328125}, {"start": 519.21, "end": 519.61, "word": " grades", "probability": 0.94287109375}], "temperature": 1.0}, {"id": 23, "seek": 53652, "start": 520.44, "end": 536.52, "text": "ونجح الحقيقة فيها و لطفي زادة هو اللي ضال مكمل في الموضوع في السبعينات عمللها rules خاصة فيه و اشتغل عليها طبعا واضح من الشكل تبعنا الشكل اللي واضح على الصبورة ان انا في عندى ال a", "tokens": [11536, 7435, 5016, 21542, 38436, 28671, 8978, 11296, 4032, 5296, 9566, 41185, 30767, 18513, 3660, 31439, 13672, 1829, 48812, 6027, 3714, 24793, 1211, 8978, 9673, 2407, 11242, 45367, 8978, 21136, 3555, 3615, 1829, 8315, 2655, 6225, 42213, 1211, 11296, 4474, 16490, 33546, 3660, 8978, 3224, 4032, 1975, 8592, 2655, 17082, 1211, 25894, 11296, 23032, 3555, 3615, 995, 4032, 46958, 5016, 9154, 25124, 28820, 6055, 3555, 3615, 8315, 25124, 28820, 13672, 1829, 4032, 46958, 5016, 15844, 31767, 3555, 13063, 3660, 16472, 1975, 8315, 8978, 43242, 7578, 2423, 257], "avg_logprob": -0.17675781233066862, "compression_ratio": 1.7752808988764044, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 520.44, "end": 520.94, "word": "ونجح", "probability": 0.815185546875}, {"start": 520.94, "end": 521.38, "word": " الحقيقة", "probability": 0.9812825520833334}, {"start": 521.38, "end": 521.7, "word": " فيها", "probability": 0.984375}, {"start": 521.7, "end": 522.26, "word": " و", "probability": 0.433349609375}, {"start": 522.26, "end": 522.64, "word": " لطفي", "probability": 0.7119140625}, {"start": 522.64, "end": 522.92, "word": " زادة", "probability": 0.6448567708333334}, {"start": 522.92, "end": 523.06, "word": " هو", "probability": 0.94677734375}, {"start": 523.06, "end": 523.22, "word": " اللي", "probability": 0.9462890625}, {"start": 523.22, "end": 523.38, "word": " ضال", "probability": 0.5875244140625}, {"start": 523.38, "end": 523.78, "word": " مكمل", "probability": 0.9763997395833334}, {"start": 523.78, "end": 523.88, "word": " في", "probability": 0.953125}, {"start": 523.88, "end": 524.42, "word": " الموضوع", "probability": 0.9683837890625}, {"start": 524.42, "end": 525.42, "word": " في", "probability": 0.92626953125}, {"start": 525.42, "end": 525.98, "word": " السبعينات", "probability": 0.9061686197916666}, {"start": 525.98, "end": 526.56, "word": " عمللها", "probability": 0.81878662109375}, {"start": 526.56, "end": 528.14, "word": " rules", "probability": 0.75244140625}, {"start": 528.14, "end": 528.86, "word": " خاصة", "probability": 0.9886067708333334}, {"start": 528.86, "end": 529.16, "word": " فيه", "probability": 0.98095703125}, {"start": 529.16, "end": 529.5, "word": " و", "probability": 0.93798828125}, {"start": 529.5, "end": 529.86, "word": " اشتغل", "probability": 0.88046875}, {"start": 529.86, "end": 530.24, "word": " عليها", "probability": 0.994873046875}, {"start": 530.24, "end": 530.82, "word": " طبعا", "probability": 0.9468994140625}, {"start": 530.82, "end": 531.1, "word": " واضح", "probability": 0.94921875}, {"start": 531.1, "end": 531.24, "word": " من", "probability": 0.97265625}, {"start": 531.24, "end": 531.58, "word": " الشكل", "probability": 0.97412109375}, {"start": 531.58, "end": 532.08, "word": " تبعنا", "probability": 0.8203125}, {"start": 532.08, "end": 532.72, "word": " الشكل", "probability": 0.8984375}, {"start": 532.72, "end": 532.82, "word": " اللي", "probability": 0.91357421875}, {"start": 532.82, "end": 533.04, "word": " واضح", "probability": 0.9811197916666666}, {"start": 533.04, "end": 533.18, "word": " على", "probability": 0.8984375}, {"start": 533.18, "end": 533.6, "word": " الصبورة", "probability": 0.890380859375}, {"start": 533.6, "end": 533.74, "word": " ان", "probability": 0.5556640625}, {"start": 533.74, "end": 533.92, "word": " انا", "probability": 0.8935546875}, {"start": 533.92, "end": 534.02, "word": " في", "probability": 0.970703125}, {"start": 534.02, "end": 535.02, "word": " عندى", "probability": 0.596435546875}, {"start": 535.02, "end": 536.26, "word": " ال", "probability": 0.8798828125}, {"start": 536.26, "end": 536.52, "word": " a", "probability": 0.250244140625}], "temperature": 1.0}, {"id": 24, "seek": 56342, "start": 537.67, "end": 563.43, "text": "جزء اللي إيه ده هو الـ boolean logic يا أبيض يا أسود إذا كان أنا بتكلم عن قيمة معينة عنده النص فكل ما هو أكبر من النص بسميه واحد وكل ما هو أقل من النص بسميه صفر هذا نفس الفكرة في ال rule تبعت إذا صار فإن ال evidence و ال hypothesis أو ال evidence و ال conclusion بدون ما يكون لا في probability ولا certainty factor ولا غيره", "tokens": [7435, 11622, 38207, 13672, 1829, 11933, 1829, 3224, 11778, 3224, 31439, 2423, 39184, 748, 4812, 282, 9952, 35186, 5551, 21292, 11242, 35186, 5551, 3794, 23328, 11933, 15730, 25961, 41850, 39894, 4117, 19528, 18871, 12174, 32640, 3660, 20449, 9957, 3660, 43242, 3224, 28239, 9381, 6156, 28820, 19446, 31439, 5551, 4117, 26890, 9154, 28239, 9381, 4724, 38251, 1829, 3224, 36764, 24401, 4032, 28820, 19446, 31439, 5551, 4587, 1211, 9154, 28239, 9381, 4724, 38251, 1829, 3224, 20328, 5172, 2288, 23758, 8717, 36178, 27188, 4117, 25720, 8978, 2423, 4978, 6055, 3555, 34268, 11933, 15730, 20328, 9640, 6156, 28814, 1863, 2423, 4467, 4032, 2423, 17291, 34051, 2423, 4467, 4032, 2423, 10063, 47525, 11536, 19446, 7251, 30544, 20193, 8978, 8482, 49429, 27022, 5952, 49429, 32771, 13546, 3224], "avg_logprob": -0.14357069146926285, "compression_ratio": 1.7667844522968197, "no_speech_prob": 0.0, "words": [{"start": 537.67, "end": 538.07, "word": "جزء", "probability": 0.9373372395833334}, {"start": 538.07, "end": 538.17, "word": " اللي", "probability": 0.610595703125}, {"start": 538.17, "end": 538.27, "word": " إيه", "probability": 0.7813313802083334}, {"start": 538.27, "end": 538.51, "word": " ده", "probability": 0.64892578125}, {"start": 538.51, "end": 538.69, "word": " هو", "probability": 0.92236328125}, {"start": 538.69, "end": 538.87, "word": " الـ", "probability": 0.6180419921875}, {"start": 538.87, "end": 539.15, "word": " boolean", "probability": 0.6732991536458334}, {"start": 539.15, "end": 539.63, "word": " logic", "probability": 0.96875}, {"start": 539.63, "end": 539.95, "word": " يا", "probability": 0.371337890625}, {"start": 539.95, "end": 540.27, "word": " أبيض", "probability": 0.9607747395833334}, {"start": 540.27, "end": 540.35, "word": " يا", "probability": 0.85498046875}, {"start": 540.35, "end": 540.83, "word": " أسود", "probability": 0.9938151041666666}, {"start": 540.83, "end": 541.35, "word": " إذا", "probability": 0.865966796875}, {"start": 541.35, "end": 541.51, "word": " كان", "probability": 0.75341796875}, {"start": 541.51, "end": 541.61, "word": " أنا", "probability": 0.822265625}, {"start": 541.61, "end": 541.99, "word": " بتكلم", "probability": 0.8761393229166666}, {"start": 541.99, "end": 542.77, "word": " عن", "probability": 0.99609375}, {"start": 542.77, "end": 543.43, "word": " قيمة", "probability": 0.9952799479166666}, {"start": 543.43, "end": 543.87, "word": " معينة", "probability": 0.9615885416666666}, {"start": 543.87, "end": 544.15, "word": " عنده", "probability": 0.8671875}, {"start": 544.15, "end": 544.45, "word": " النص", "probability": 0.89990234375}, {"start": 544.45, "end": 545.25, "word": " فكل", "probability": 0.939697265625}, {"start": 545.25, "end": 545.79, "word": " ما", "probability": 0.9794921875}, {"start": 545.79, "end": 546.05, "word": " هو", "probability": 0.98779296875}, {"start": 546.05, "end": 546.47, "word": " أكبر", "probability": 0.9724934895833334}, {"start": 546.47, "end": 546.65, "word": " من", "probability": 0.99658203125}, {"start": 546.65, "end": 547.05, "word": " النص", "probability": 0.9775390625}, {"start": 547.05, "end": 547.65, "word": " بسميه", "probability": 0.9798583984375}, {"start": 547.65, "end": 548.05, "word": " واحد", "probability": 0.91552734375}, {"start": 548.05, "end": 548.35, "word": " وكل", "probability": 0.893798828125}, {"start": 548.35, "end": 548.47, "word": " ما", "probability": 0.97412109375}, {"start": 548.47, "end": 548.61, "word": " هو", "probability": 0.927734375}, {"start": 548.61, "end": 548.89, "word": " أقل", "probability": 0.9830729166666666}, {"start": 548.89, "end": 549.03, "word": " من", "probability": 0.99609375}, {"start": 549.03, "end": 549.27, "word": " النص", "probability": 0.9853515625}, {"start": 549.27, "end": 549.69, "word": " بسميه", "probability": 0.99267578125}, {"start": 549.69, "end": 549.99, "word": " صفر", "probability": 0.9827473958333334}, {"start": 549.99, "end": 550.43, "word": " هذا", "probability": 0.224609375}, {"start": 550.43, "end": 551.49, "word": " نفس", "probability": 0.993896484375}, {"start": 551.49, "end": 552.05, "word": " الفكرة", "probability": 0.9920247395833334}, {"start": 552.05, "end": 552.75, "word": " في", "probability": 0.9873046875}, {"start": 552.75, "end": 552.83, "word": " ال", "probability": 0.650390625}, {"start": 552.83, "end": 552.99, "word": " rule", "probability": 0.57177734375}, {"start": 552.99, "end": 553.39, "word": " تبعت", "probability": 0.8981119791666666}, {"start": 553.39, "end": 553.73, "word": " إذا", "probability": 0.960693359375}, {"start": 553.73, "end": 554.15, "word": " صار", "probability": 0.976806640625}, {"start": 554.15, "end": 555.05, "word": " فإن", "probability": 0.974609375}, {"start": 555.05, "end": 555.81, "word": " ال", "probability": 0.96826171875}, {"start": 555.81, "end": 556.27, "word": " evidence", "probability": 0.93408203125}, {"start": 556.27, "end": 556.83, "word": " و", "probability": 0.73974609375}, {"start": 556.83, "end": 556.91, "word": " ال", "probability": 0.865234375}, {"start": 556.91, "end": 557.45, "word": " hypothesis", "probability": 0.92333984375}, {"start": 557.45, "end": 558.51, "word": " أو", "probability": 0.41015625}, {"start": 558.51, "end": 558.81, "word": " ال", "probability": 0.99072265625}, {"start": 558.81, "end": 559.45, "word": " evidence", "probability": 0.95361328125}, {"start": 559.45, "end": 559.63, "word": " و", "probability": 0.9716796875}, {"start": 559.63, "end": 559.71, "word": " ال", "probability": 0.95703125}, {"start": 559.71, "end": 560.17, "word": " conclusion", "probability": 0.95947265625}, {"start": 560.17, "end": 560.79, "word": " بدون", "probability": 0.98974609375}, {"start": 560.79, "end": 560.93, "word": " ما", "probability": 0.96435546875}, {"start": 560.93, "end": 561.17, "word": " يكون", "probability": 0.9853515625}, {"start": 561.17, "end": 561.35, "word": " لا", "probability": 0.892578125}, {"start": 561.35, "end": 561.49, "word": " في", "probability": 0.96826171875}, {"start": 561.49, "end": 562.01, "word": " probability", "probability": 0.7783203125}, {"start": 562.01, "end": 562.21, "word": " ولا", "probability": 0.87890625}, {"start": 562.21, "end": 562.57, "word": " certainty", "probability": 0.86865234375}, {"start": 562.57, "end": 562.93, "word": " factor", "probability": 0.91845703125}, {"start": 562.93, "end": 563.09, "word": " ولا", "probability": 0.92822265625}, {"start": 563.09, "end": 563.43, "word": " غيره", "probability": 0.98974609375}], "temperature": 1.0}, {"id": 25, "seek": 59134, "start": 564.5, "end": 591.34, "text": "هي إذا حدث فأكيد الناتج كذا هذا طبعا مش منطق أبدا بينما في الشكل التاني اللي هي فيه degradation في تدرج من الصفر في تدرج من الصفر للواحد و بتكون بشكل متدرج فبنسميها multi value logic و بنشتغل على ال multi value logic هذه اللي هي بتبدأ من صفر لواحد تمام ال fuzzy set ال fuzzy set الآن هي", "tokens": [3224, 1829, 11933, 15730, 11331, 3215, 12984, 6156, 10721, 4117, 25708, 28239, 9307, 7435, 9122, 15730, 23758, 23032, 3555, 3615, 995, 37893, 9154, 9566, 4587, 5551, 3555, 28259, 49374, 15042, 8978, 25124, 28820, 16712, 7649, 1829, 13672, 1829, 39896, 8978, 3224, 40519, 8978, 6055, 3215, 47341, 9154, 31767, 5172, 2288, 8978, 6055, 3215, 47341, 9154, 31767, 5172, 2288, 24976, 14407, 24401, 4032, 39894, 30544, 4724, 8592, 28820, 44650, 3215, 47341, 6156, 3555, 1863, 38251, 1829, 11296, 4825, 2158, 9952, 4032, 44945, 8592, 2655, 17082, 1211, 15844, 2423, 4825, 2158, 9952, 29538, 13672, 1829, 39896, 39894, 44510, 10721, 9154, 20328, 5172, 2288, 5296, 14407, 24401, 46811, 10943, 2423, 34710, 992, 2423, 34710, 992, 6024, 48506, 39896], "avg_logprob": -0.171066806491079, "compression_ratio": 1.8653061224489795, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 564.5, "end": 564.92, "word": "هي", "probability": 0.679443359375}, {"start": 564.92, "end": 565.22, "word": " إذا", "probability": 0.93603515625}, {"start": 565.22, "end": 565.62, "word": " حدث", "probability": 0.9954427083333334}, {"start": 565.62, "end": 566.72, "word": " فأكيد", "probability": 0.9217529296875}, {"start": 566.72, "end": 567.06, "word": " الناتج", "probability": 0.8025716145833334}, {"start": 567.06, "end": 567.32, "word": " كذا", "probability": 0.9453125}, {"start": 567.32, "end": 567.76, "word": " هذا", "probability": 0.20166015625}, {"start": 567.76, "end": 568.08, "word": " طبعا", "probability": 0.9825439453125}, {"start": 568.08, "end": 568.48, "word": " مش", "probability": 0.88671875}, {"start": 568.48, "end": 568.82, "word": " منطق", "probability": 0.9361979166666666}, {"start": 568.82, "end": 569.16, "word": " أبدا", "probability": 0.8712565104166666}, {"start": 569.16, "end": 569.92, "word": " بينما", "probability": 0.857177734375}, {"start": 569.92, "end": 570.08, "word": " في", "probability": 0.90087890625}, {"start": 570.08, "end": 570.36, "word": " الشكل", "probability": 0.96484375}, {"start": 570.36, "end": 570.62, "word": " التاني", "probability": 0.9388020833333334}, {"start": 570.62, "end": 570.72, "word": " اللي", "probability": 0.6141357421875}, {"start": 570.72, "end": 570.8, "word": " هي", "probability": 0.74365234375}, {"start": 570.8, "end": 570.98, "word": " فيه", "probability": 0.846435546875}, {"start": 570.98, "end": 571.36, "word": " degradation", "probability": 0.81396484375}, {"start": 571.36, "end": 572.12, "word": " في", "probability": 0.76806640625}, {"start": 572.12, "end": 572.88, "word": " تدرج", "probability": 0.8717447916666666}, {"start": 572.88, "end": 573.08, "word": " من", "probability": 0.994140625}, {"start": 573.08, "end": 573.54, "word": " الصفر", "probability": 0.9388020833333334}, {"start": 573.54, "end": 574.68, "word": " في", "probability": 0.66455078125}, {"start": 574.68, "end": 575.1, "word": " تدرج", "probability": 0.974609375}, {"start": 575.1, "end": 575.36, "word": " من", "probability": 0.9921875}, {"start": 575.36, "end": 576.26, "word": " الصفر", "probability": 0.958984375}, {"start": 576.26, "end": 577.94, "word": " للواحد", "probability": 0.85595703125}, {"start": 577.94, "end": 578.56, "word": " و", "probability": 0.69189453125}, {"start": 578.56, "end": 579.1, "word": " بتكون", "probability": 0.766845703125}, {"start": 579.1, "end": 579.46, "word": " بشكل", "probability": 0.87353515625}, {"start": 579.46, "end": 580.08, "word": " متدرج", "probability": 0.99072265625}, {"start": 580.08, "end": 580.82, "word": " فبنسميها", "probability": 0.9134928385416666}, {"start": 580.82, "end": 581.14, "word": " multi", "probability": 0.273193359375}, {"start": 581.14, "end": 581.96, "word": " value", "probability": 0.68212890625}, {"start": 581.96, "end": 582.66, "word": " logic", "probability": 0.96044921875}, {"start": 582.66, "end": 583.24, "word": " و", "probability": 0.787109375}, {"start": 583.24, "end": 583.78, "word": " بنشتغل", "probability": 0.89912109375}, {"start": 583.78, "end": 583.94, "word": " على", "probability": 0.853515625}, {"start": 583.94, "end": 584.04, "word": " ال", "probability": 0.73876953125}, {"start": 584.04, "end": 584.26, "word": " multi", "probability": 0.7509765625}, {"start": 584.26, "end": 584.5, "word": " value", "probability": 0.9755859375}, {"start": 584.5, "end": 584.76, "word": " logic", "probability": 0.962890625}, {"start": 584.76, "end": 585.06, "word": " هذه", "probability": 0.7265625}, {"start": 585.06, "end": 585.4, "word": " اللي", "probability": 0.96337890625}, {"start": 585.4, "end": 585.5, "word": " هي", "probability": 0.865234375}, {"start": 585.5, "end": 585.8, "word": " بتبدأ", "probability": 0.8982747395833334}, {"start": 585.8, "end": 585.9, "word": " من", "probability": 0.9921875}, {"start": 585.9, "end": 586.18, "word": " صفر", "probability": 0.9697265625}, {"start": 586.18, "end": 587.0, "word": " لواحد", "probability": 0.8528645833333334}, {"start": 587.0, "end": 588.0, "word": " تمام", "probability": 0.90966796875}, {"start": 588.0, "end": 588.42, "word": " ال", "probability": 0.42626953125}, {"start": 588.42, "end": 588.66, "word": " fuzzy", "probability": 0.8916015625}, {"start": 588.66, "end": 589.32, "word": " set", "probability": 0.96630859375}, {"start": 589.32, "end": 589.8, "word": " ال", "probability": 0.56103515625}, {"start": 589.8, "end": 590.04, "word": " fuzzy", "probability": 0.98779296875}, {"start": 590.04, "end": 590.34, "word": " set", "probability": 0.95849609375}, {"start": 590.34, "end": 590.74, "word": " الآن", "probability": 0.63671875}, {"start": 590.74, "end": 591.34, "word": " هي", "probability": 0.9501953125}], "temperature": 1.0}, {"id": 26, "seek": 59963, "start": 592.45, "end": 599.63, "text": "أيش ال degrees اللي ممكن تكون داخل ال universe of discourse للاختيار؟", "tokens": [10721, 1829, 8592, 2423, 5310, 13672, 1829, 3714, 43020, 6055, 30544, 11778, 47283, 1211, 2423, 6445, 295, 23938, 24976, 47283, 31371, 9640, 22807], "avg_logprob": -0.2249348939706882, "compression_ratio": 1.1348314606741574, "no_speech_prob": 0.0, "words": [{"start": 592.45, "end": 592.87, "word": "أيش", "probability": 0.6127115885416666}, {"start": 592.87, "end": 593.13, "word": " ال", "probability": 0.85888671875}, {"start": 593.13, "end": 593.55, "word": " degrees", "probability": 0.3203125}, {"start": 593.55, "end": 593.79, "word": " اللي", "probability": 0.919677734375}, {"start": 593.79, "end": 595.91, "word": " ممكن", "probability": 0.97802734375}, {"start": 595.91, "end": 596.53, "word": " تكون", "probability": 0.927734375}, {"start": 596.53, "end": 597.41, "word": " داخل", "probability": 0.9713541666666666}, {"start": 597.41, "end": 597.59, "word": " ال", "probability": 0.79833984375}, {"start": 597.59, "end": 597.93, "word": " universe", "probability": 0.65966796875}, {"start": 597.93, "end": 598.11, "word": " of", "probability": 0.96142578125}, {"start": 598.11, "end": 598.55, "word": " discourse", "probability": 0.9169921875}, {"start": 598.55, "end": 599.63, "word": " للاختيار؟", "probability": 0.95}], "temperature": 1.0}, {"id": 27, "seek": 62425, "start": 600.39, "end": 624.25, "text": "فلما بتكلم عن ال .. ال set هي concept معروف جدا في ال mathematics حسب ال language تبعتنا بنشوف إيش ال expressions اللي أنا ممكن أستخدمها لما مثلا بقول كلمة عادة عشان نوضحها كلمة car فهي بتعبر عادة عن set of cars لإن car سيارة سيارة معناه تبتشمل أي نوع من أنواع السيارات", "tokens": [5172, 1211, 15042, 39894, 4117, 19528, 18871, 2423, 4386, 2423, 992, 39896, 3410, 20449, 32887, 5172, 10874, 28259, 8978, 2423, 18666, 11331, 35457, 2423, 2856, 6055, 3555, 34268, 8315, 44945, 8592, 38688, 11933, 1829, 8592, 2423, 15277, 13672, 1829, 41850, 3714, 43020, 5551, 14851, 9778, 40448, 11296, 5296, 15042, 50113, 15040, 4724, 39648, 9122, 19528, 3660, 6225, 18513, 3660, 6225, 8592, 7649, 8717, 2407, 11242, 5016, 11296, 9122, 19528, 3660, 1032, 6156, 3224, 1829, 39894, 3615, 3555, 2288, 6225, 18513, 3660, 18871, 992, 295, 5163, 5296, 28814, 1863, 1032, 8608, 1829, 9640, 3660, 8608, 1829, 9640, 3660, 20449, 8315, 3224, 6055, 3555, 2655, 8592, 42213, 36632, 8717, 45367, 9154, 14739, 14407, 3615, 21136, 1829, 9640, 9307], "avg_logprob": -0.09201389092665452, "compression_ratio": 1.6627906976744187, "no_speech_prob": 0.0, "words": [{"start": 600.39, "end": 600.71, "word": "فلما", "probability": 0.8231608072916666}, {"start": 600.71, "end": 601.05, "word": " بتكلم", "probability": 0.8743489583333334}, {"start": 601.05, "end": 601.29, "word": " عن", "probability": 0.9951171875}, {"start": 601.29, "end": 601.99, "word": " ال", "probability": 0.98828125}, {"start": 601.99, "end": 602.25, "word": " ..", "probability": 0.720703125}, {"start": 602.25, "end": 602.63, "word": " ال", "probability": 0.97265625}, {"start": 602.63, "end": 602.95, "word": " set", "probability": 0.9189453125}, {"start": 602.95, "end": 603.23, "word": " هي", "probability": 0.90966796875}, {"start": 603.23, "end": 603.65, "word": " concept", "probability": 0.93994140625}, {"start": 603.65, "end": 603.99, "word": " معروف", "probability": 0.99072265625}, {"start": 603.99, "end": 604.23, "word": " جدا", "probability": 0.98583984375}, {"start": 604.23, "end": 604.35, "word": " في", "probability": 0.90771484375}, {"start": 604.35, "end": 604.45, "word": " ال", "probability": 0.96435546875}, {"start": 604.45, "end": 604.81, "word": " mathematics", "probability": 0.7802734375}, {"start": 604.81, "end": 606.55, "word": " حسب", "probability": 0.90185546875}, {"start": 606.55, "end": 606.71, "word": " ال", "probability": 0.98828125}, {"start": 606.71, "end": 606.99, "word": " language", "probability": 0.9453125}, {"start": 606.99, "end": 607.55, "word": " تبعتنا", "probability": 0.96923828125}, {"start": 607.55, "end": 608.33, "word": " بنشوف", "probability": 0.9601236979166666}, {"start": 608.33, "end": 608.49, "word": " إيش", "probability": 0.79150390625}, {"start": 608.49, "end": 608.59, "word": " ال", "probability": 0.97607421875}, {"start": 608.59, "end": 609.01, "word": " expressions", "probability": 0.970703125}, {"start": 609.01, "end": 609.27, "word": " اللي", "probability": 0.95068359375}, {"start": 609.27, "end": 609.39, "word": " أنا", "probability": 0.5146484375}, {"start": 609.39, "end": 609.61, "word": " ممكن", "probability": 0.991455078125}, {"start": 609.61, "end": 610.25, "word": " أستخدمها", "probability": 0.9521484375}, {"start": 610.25, "end": 610.91, "word": " لما", "probability": 0.855712890625}, {"start": 610.91, "end": 611.25, "word": " مثلا", "probability": 0.98583984375}, {"start": 611.25, "end": 611.51, "word": " بقول", "probability": 0.9912109375}, {"start": 611.51, "end": 611.95, "word": " كلمة", "probability": 0.9915364583333334}, {"start": 611.95, "end": 612.67, "word": " عادة", "probability": 0.9866536458333334}, {"start": 612.67, "end": 613.01, "word": " عشان", "probability": 0.9493815104166666}, {"start": 613.01, "end": 613.57, "word": " نوضحها", "probability": 0.912890625}, {"start": 613.57, "end": 613.87, "word": " كلمة", "probability": 0.9046223958333334}, {"start": 613.87, "end": 614.15, "word": " car", "probability": 0.9267578125}, {"start": 614.15, "end": 614.49, "word": " فهي", "probability": 0.9855143229166666}, {"start": 614.49, "end": 615.03, "word": " بتعبر", "probability": 0.7628173828125}, {"start": 615.03, "end": 615.45, "word": " عادة", "probability": 0.9778645833333334}, {"start": 615.45, "end": 615.75, "word": " عن", "probability": 0.9970703125}, {"start": 615.75, "end": 618.83, "word": " set", "probability": 0.93310546875}, {"start": 618.83, "end": 619.09, "word": " of", "probability": 0.9892578125}, {"start": 619.09, "end": 619.53, "word": " cars", "probability": 0.9296875}, {"start": 619.53, "end": 619.99, "word": " لإن", "probability": 0.8248697916666666}, {"start": 619.99, "end": 620.49, "word": " car", "probability": 0.8876953125}, {"start": 620.49, "end": 621.61, "word": " سيارة", "probability": 0.9718017578125}, {"start": 621.61, "end": 622.39, "word": " سيارة", "probability": 0.902099609375}, {"start": 622.39, "end": 622.63, "word": " معناه", "probability": 0.86962890625}, {"start": 622.63, "end": 623.09, "word": " تبتشمل", "probability": 0.84921875}, {"start": 623.09, "end": 623.25, "word": " أي", "probability": 0.89892578125}, {"start": 623.25, "end": 623.39, "word": " نوع", "probability": 0.994873046875}, {"start": 623.39, "end": 623.51, "word": " من", "probability": 0.99462890625}, {"start": 623.51, "end": 623.73, "word": " أنواع", "probability": 0.9666341145833334}, {"start": 623.73, "end": 624.25, "word": " السيارات", "probability": 0.995361328125}], "temperature": 1.0}, {"id": 28, "seek": 65463, "start": 625.01, "end": 654.63, "text": "لما أقول هيك مبهمة كلمة سيارة مجرد كلمة فهذه بتعطيني إحاء مثلا بال set of cars أو مجموعة من السيارات غير لما أقول the cars فكلمة أو a cars a cars معناته صار فيها تعريف فكأني بقول على السيارة السيارة أصبحت لأ إحنا محددين الشيء السيارة لألا التعريف هذه بتفرج معانا فال بتحددنا هنا ال set بتاعتنا، كويس", "tokens": [1211, 15042, 5551, 39648, 39896, 4117, 3714, 3555, 3224, 46007, 9122, 19528, 3660, 8608, 1829, 9640, 3660, 3714, 7435, 2288, 3215, 9122, 19528, 3660, 6156, 3224, 24192, 39894, 3615, 9566, 9957, 1829, 11933, 5016, 16606, 50113, 15040, 20666, 992, 295, 5163, 34051, 3714, 7435, 2304, 2407, 27884, 9154, 21136, 1829, 9640, 9307, 32771, 13546, 5296, 15042, 5551, 39648, 264, 5163, 6156, 4117, 19528, 3660, 34051, 257, 5163, 257, 5163, 20449, 8315, 47395, 20328, 9640, 8978, 11296, 37279, 16572, 5172, 6156, 4117, 33456, 1829, 4724, 39648, 15844, 21136, 1829, 9640, 3660, 21136, 1829, 9640, 3660, 5551, 9381, 3555, 33753, 5296, 10721, 11933, 5016, 8315, 3714, 24401, 3215, 9957, 25124, 1829, 38207, 21136, 1829, 9640, 3660, 5296, 10721, 15040, 16712, 3615, 16572, 5172, 29538, 39894, 5172, 47341, 20449, 7649, 995, 6156, 6027, 39894, 24401, 3215, 8315, 34105, 2423, 992, 39894, 995, 34268, 8315, 12399, 9122, 45865, 3794], "avg_logprob": -0.15314639839407515, "compression_ratio": 1.9922178988326849, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 625.01, "end": 625.31, "word": "لما", "probability": 0.74755859375}, {"start": 625.31, "end": 625.49, "word": " أقول", "probability": 0.88330078125}, {"start": 625.49, "end": 625.75, "word": " هيك", "probability": 0.6561279296875}, {"start": 625.75, "end": 626.21, "word": " مبهمة", "probability": 0.827880859375}, {"start": 626.21, "end": 626.87, "word": " كلمة", "probability": 0.94677734375}, {"start": 626.87, "end": 627.47, "word": " سيارة", "probability": 0.9813232421875}, {"start": 627.47, "end": 628.95, "word": " مجرد", "probability": 0.9461669921875}, {"start": 628.95, "end": 629.61, "word": " كلمة", "probability": 0.9778645833333334}, {"start": 629.61, "end": 630.19, "word": " فهذه", "probability": 0.86083984375}, {"start": 630.19, "end": 630.77, "word": " بتعطيني", "probability": 0.835546875}, {"start": 630.77, "end": 631.29, "word": " إحاء", "probability": 0.8876953125}, {"start": 631.29, "end": 632.05, "word": " مثلا", "probability": 0.95458984375}, {"start": 632.05, "end": 632.27, "word": " بال", "probability": 0.94482421875}, {"start": 632.27, "end": 632.53, "word": " set", "probability": 0.712890625}, {"start": 632.53, "end": 632.73, "word": " of", "probability": 0.9853515625}, {"start": 632.73, "end": 633.11, "word": " cars", "probability": 0.92529296875}, {"start": 633.11, "end": 634.25, "word": " أو", "probability": 0.89453125}, {"start": 634.25, "end": 634.99, "word": " مجموعة", "probability": 0.97744140625}, {"start": 634.99, "end": 635.15, "word": " من", "probability": 0.99462890625}, {"start": 635.15, "end": 635.69, "word": " السيارات", "probability": 0.993408203125}, {"start": 635.69, "end": 636.15, "word": " غير", "probability": 0.952392578125}, {"start": 636.15, "end": 636.33, "word": " لما", "probability": 0.97607421875}, {"start": 636.33, "end": 636.73, "word": " أقول", "probability": 0.94580078125}, {"start": 636.73, "end": 637.29, "word": " the", "probability": 0.890625}, {"start": 637.29, "end": 637.79, "word": " cars", "probability": 0.90576171875}, {"start": 637.79, "end": 639.19, "word": " فكلمة", "probability": 0.961669921875}, {"start": 639.19, "end": 639.49, "word": " أو", "probability": 0.6162109375}, {"start": 639.49, "end": 639.65, "word": " a", "probability": 0.9716796875}, {"start": 639.65, "end": 640.07, "word": " cars", "probability": 0.74560546875}, {"start": 640.07, "end": 640.57, "word": " a", "probability": 0.372802734375}, {"start": 640.57, "end": 640.83, "word": " cars", "probability": 0.9033203125}, {"start": 640.83, "end": 641.19, "word": " معناته", "probability": 0.9265950520833334}, {"start": 641.19, "end": 641.39, "word": " صار", "probability": 0.925537109375}, {"start": 641.39, "end": 641.59, "word": " فيها", "probability": 0.722412109375}, {"start": 641.59, "end": 642.03, "word": " تعريف", "probability": 0.98095703125}, {"start": 642.03, "end": 642.63, "word": " فكأني", "probability": 0.823486328125}, {"start": 642.63, "end": 642.87, "word": " بقول", "probability": 0.9453125}, {"start": 642.87, "end": 643.59, "word": " على", "probability": 0.87890625}, {"start": 643.59, "end": 644.43, "word": " السيارة", "probability": 0.9844970703125}, {"start": 644.43, "end": 645.73, "word": " السيارة", "probability": 0.9754638671875}, {"start": 645.73, "end": 646.43, "word": " أصبحت", "probability": 0.976318359375}, {"start": 646.43, "end": 646.83, "word": " لأ", "probability": 0.7412109375}, {"start": 646.83, "end": 647.07, "word": " إحنا", "probability": 0.7755533854166666}, {"start": 647.07, "end": 647.57, "word": " محددين", "probability": 0.970458984375}, {"start": 647.57, "end": 647.85, "word": " الشيء", "probability": 0.580078125}, {"start": 647.85, "end": 648.23, "word": " السيارة", "probability": 0.9879150390625}, {"start": 648.23, "end": 648.47, "word": " لألا", "probability": 0.4872639973958333}, {"start": 648.47, "end": 648.87, "word": " التعريف", "probability": 0.9913330078125}, {"start": 648.87, "end": 649.07, "word": " هذه", "probability": 0.67236328125}, {"start": 649.07, "end": 649.45, "word": " بتفرج", "probability": 0.9759114583333334}, {"start": 649.45, "end": 650.15, "word": " معانا", "probability": 0.8585611979166666}, {"start": 650.15, "end": 651.27, "word": " فال", "probability": 0.83984375}, {"start": 651.27, "end": 652.29, "word": " بتحددنا", "probability": 0.731201171875}, {"start": 652.29, "end": 652.47, "word": " هنا", "probability": 0.974609375}, {"start": 652.47, "end": 652.75, "word": " ال", "probability": 0.86767578125}, {"start": 652.75, "end": 653.05, "word": " set", "probability": 0.97607421875}, {"start": 653.05, "end": 654.29, "word": " بتاعتنا،", "probability": 0.881201171875}, {"start": 654.29, "end": 654.63, "word": " كويس", "probability": 0.9801432291666666}], "temperature": 1.0}, {"id": 29, "seek": 67063, "start": 655.93, "end": 670.63, "text": "نرجع لموضوع ال .. ال height أو الارتفاع ويه اللي هي ال tall men ال tall men أو الرجال الطوال ممكن نيجي نوضح المثال هذا عندنا لو افترضنا ان في عندى مجموعة أسماء", "tokens": [1863, 47341, 3615, 32767, 2407, 11242, 45367, 2423, 4386, 2423, 6681, 34051, 2423, 9640, 2655, 5172, 45761, 4032, 1829, 3224, 13672, 1829, 39896, 2423, 6764, 1706, 2423, 6764, 1706, 34051, 34892, 7435, 6027, 41950, 2407, 6027, 3714, 43020, 8717, 1829, 7435, 1829, 8717, 2407, 11242, 5016, 9673, 12984, 6027, 23758, 43242, 8315, 45164, 1975, 5172, 2655, 43042, 8315, 16472, 8978, 43242, 7578, 3714, 7435, 2304, 2407, 27884, 5551, 38251, 16606], "avg_logprob": -0.17286532151866968, "compression_ratio": 1.5621301775147929, "no_speech_prob": 0.0, "words": [{"start": 655.93, "end": 656.57, "word": "نرجع", "probability": 0.9632161458333334}, {"start": 656.57, "end": 657.45, "word": " لموضوع", "probability": 0.968017578125}, {"start": 657.45, "end": 657.89, "word": " ال", "probability": 0.97998046875}, {"start": 657.89, "end": 658.05, "word": " ..", "probability": 0.2481689453125}, {"start": 658.05, "end": 658.23, "word": " ال", "probability": 0.97021484375}, {"start": 658.23, "end": 658.55, "word": " height", "probability": 0.849609375}, {"start": 658.55, "end": 658.87, "word": " أو", "probability": 0.78662109375}, {"start": 658.87, "end": 659.73, "word": " الارتفاع", "probability": 0.9326171875}, {"start": 659.73, "end": 660.09, "word": " ويه", "probability": 0.6575520833333334}, {"start": 660.09, "end": 660.25, "word": " اللي", "probability": 0.87841796875}, {"start": 660.25, "end": 660.57, "word": " هي", "probability": 0.765625}, {"start": 660.57, "end": 661.11, "word": " ال", "probability": 0.84716796875}, {"start": 661.11, "end": 661.41, "word": " tall", "probability": 0.5615234375}, {"start": 661.41, "end": 661.89, "word": " men", "probability": 0.76708984375}, {"start": 661.89, "end": 662.73, "word": " ال", "probability": 0.66162109375}, {"start": 662.73, "end": 662.93, "word": " tall", "probability": 0.873046875}, {"start": 662.93, "end": 663.19, "word": " men", "probability": 0.84130859375}, {"start": 663.19, "end": 663.89, "word": " أو", "probability": 0.62255859375}, {"start": 663.89, "end": 664.41, "word": " الرجال", "probability": 0.943359375}, {"start": 664.41, "end": 664.93, "word": " الطوال", "probability": 0.9256184895833334}, {"start": 664.93, "end": 665.53, "word": " ممكن", "probability": 0.939453125}, {"start": 665.53, "end": 665.97, "word": " نيجي", "probability": 0.77996826171875}, {"start": 665.97, "end": 666.73, "word": " نوضح", "probability": 0.95458984375}, {"start": 666.73, "end": 667.15, "word": " المثال", "probability": 0.9778645833333334}, {"start": 667.15, "end": 667.39, "word": " هذا", "probability": 0.7216796875}, {"start": 667.39, "end": 667.95, "word": " عندنا", "probability": 0.930908203125}, {"start": 667.95, "end": 668.19, "word": " لو", "probability": 0.87890625}, {"start": 668.19, "end": 668.67, "word": " افترضنا", "probability": 0.97001953125}, {"start": 668.67, "end": 668.81, "word": " ان", "probability": 0.4853515625}, {"start": 668.81, "end": 668.97, "word": " في", "probability": 0.90185546875}, {"start": 668.97, "end": 669.39, "word": " عندى", "probability": 0.733154296875}, {"start": 669.39, "end": 670.03, "word": " مجموعة", "probability": 0.9666015625}, {"start": 670.03, "end": 670.63, "word": " أسماء", "probability": 0.8424479166666666}], "temperature": 1.0}, {"id": 30, "seek": 68540, "start": 671.52, "end": 685.4, "text": "المجموعة الأسماء هذه موجودة عندنا وكل واحد قدامه جدش ارتفاعه عن الأرض أو جدش طوله بدنا نشوف الآن ال degree of membership جدش هو بينتمي لوصف معين", "tokens": [45340, 7435, 2304, 2407, 27884, 16247, 38251, 16606, 29538, 3714, 29245, 23328, 3660, 43242, 8315, 4032, 28820, 36764, 24401, 12174, 3215, 10943, 3224, 10874, 3215, 8592, 1975, 43500, 5172, 45761, 3224, 18871, 16247, 43042, 34051, 10874, 3215, 8592, 23032, 12610, 3224, 47525, 8315, 8717, 8592, 38688, 6024, 48506, 2423, 4314, 295, 16560, 10874, 3215, 8592, 31439, 4724, 9957, 39237, 1829, 45164, 9381, 5172, 20449, 9957], "avg_logprob": -0.14216382508025024, "compression_ratio": 1.4698795180722892, "no_speech_prob": 0.0, "words": [{"start": 671.52, "end": 672.04, "word": "المجموعة", "probability": 0.86767578125}, {"start": 672.04, "end": 672.4, "word": " الأسماء", "probability": 0.9508463541666666}, {"start": 672.4, "end": 672.56, "word": " هذه", "probability": 0.43798828125}, {"start": 672.56, "end": 672.98, "word": " موجودة", "probability": 0.9849853515625}, {"start": 672.98, "end": 673.36, "word": " عندنا", "probability": 0.76953125}, {"start": 673.36, "end": 673.74, "word": " وكل", "probability": 0.785400390625}, {"start": 673.74, "end": 673.98, "word": " واحد", "probability": 0.993896484375}, {"start": 673.98, "end": 674.48, "word": " قدامه", "probability": 0.9307861328125}, {"start": 674.48, "end": 674.8, "word": " جدش", "probability": 0.6472981770833334}, {"start": 674.8, "end": 675.36, "word": " ارتفاعه", "probability": 0.976953125}, {"start": 675.36, "end": 675.5, "word": " عن", "probability": 0.9609375}, {"start": 675.5, "end": 675.86, "word": " الأرض", "probability": 0.979248046875}, {"start": 675.86, "end": 676.2, "word": " أو", "probability": 0.75732421875}, {"start": 676.2, "end": 676.54, "word": " جدش", "probability": 0.90869140625}, {"start": 676.54, "end": 677.48, "word": " طوله", "probability": 0.9954427083333334}, {"start": 677.48, "end": 679.36, "word": " بدنا", "probability": 0.720947265625}, {"start": 679.36, "end": 679.64, "word": " نشوف", "probability": 0.9938151041666666}, {"start": 679.64, "end": 680.0, "word": " الآن", "probability": 0.757080078125}, {"start": 680.0, "end": 680.22, "word": " ال", "probability": 0.83837890625}, {"start": 680.22, "end": 680.48, "word": " degree", "probability": 0.97900390625}, {"start": 680.48, "end": 680.7, "word": " of", "probability": 0.978515625}, {"start": 680.7, "end": 681.36, "word": " membership", "probability": 0.83203125}, {"start": 681.36, "end": 682.28, "word": " جدش", "probability": 0.9498697916666666}, {"start": 682.28, "end": 682.42, "word": " هو", "probability": 0.97314453125}, {"start": 682.42, "end": 683.38, "word": " بينتمي", "probability": 0.7705078125}, {"start": 683.38, "end": 684.92, "word": " لوصف", "probability": 0.8642578125}, {"start": 684.92, "end": 685.4, "word": " معين", "probability": 0.98681640625}], "temperature": 1.0}, {"id": 31, "seek": 71472, "start": 686.2, "end": 714.72, "text": "أو جدّيش بعطيه قيمة إذا كان بدي أشتغل على crisp و crisp كلمة crisp معناته بتعطيني إحاء على طول إن أنا بشتغل بقيمة مطلقة بشكل قيمة و القيمة هذه يا بيض يا أسود يعني لازم يكون يعطيني قيمة ف crisp معناها مقرمش كلغة مقرمش معناته أنه في كسر يعني في عندي قيمة بصير عندها كسر بتختلف الدرجات هذا صفر هذا واحد تمام", "tokens": [10721, 2407, 10874, 3215, 11703, 1829, 8592, 4724, 3615, 9566, 1829, 3224, 12174, 32640, 3660, 11933, 15730, 25961, 4724, 16254, 5551, 8592, 2655, 17082, 1211, 15844, 22952, 4032, 22952, 9122, 19528, 3660, 22952, 20449, 8315, 47395, 39894, 3615, 9566, 9957, 1829, 11933, 5016, 16606, 15844, 23032, 12610, 36145, 41850, 4724, 8592, 2655, 17082, 1211, 4724, 4587, 32640, 3660, 3714, 9566, 1211, 28671, 4724, 8592, 28820, 12174, 32640, 3660, 4032, 25062, 32640, 3660, 29538, 35186, 4724, 1829, 11242, 35186, 5551, 3794, 23328, 37495, 22653, 5296, 31377, 2304, 7251, 30544, 37495, 9566, 9957, 1829, 12174, 32640, 3660, 6156, 22952, 20449, 8315, 11296, 3714, 4587, 2288, 2304, 8592, 9122, 1211, 17082, 3660, 3714, 4587, 2288, 2304, 8592, 20449, 8315, 47395, 14739, 3224, 8978, 9122, 3794, 2288, 37495, 22653, 8978, 18871, 16254, 12174, 32640, 3660, 4724, 9381, 13546, 43242, 11296, 9122, 3794, 2288, 39894, 46456, 46538, 32748, 47341, 9307, 23758, 20328, 5172, 2288, 23758, 36764, 24401, 46811, 10943], "avg_logprob": -0.15221774270457605, "compression_ratio": 1.981203007518797, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 686.2, "end": 686.44, "word": "أو", "probability": 0.9189453125}, {"start": 686.44, "end": 686.72, "word": " جدّيش", "probability": 0.60029296875}, {"start": 686.72, "end": 687.08, "word": " بعطيه", "probability": 0.75517578125}, {"start": 687.08, "end": 687.38, "word": " قيمة", "probability": 0.9889322916666666}, {"start": 687.38, "end": 687.84, "word": " إذا", "probability": 0.791748046875}, {"start": 687.84, "end": 688.0, "word": " كان", "probability": 0.94677734375}, {"start": 688.0, "end": 688.18, "word": " بدي", "probability": 0.849365234375}, {"start": 688.18, "end": 688.56, "word": " أشتغل", "probability": 0.96103515625}, {"start": 688.56, "end": 688.78, "word": " على", "probability": 0.9375}, {"start": 688.78, "end": 689.48, "word": " crisp", "probability": 0.43896484375}, {"start": 689.48, "end": 689.92, "word": " و", "probability": 0.7275390625}, {"start": 689.92, "end": 690.3, "word": " crisp", "probability": 0.76611328125}, {"start": 690.3, "end": 690.74, "word": " كلمة", "probability": 0.9280598958333334}, {"start": 690.74, "end": 691.1, "word": " crisp", "probability": 0.5986328125}, {"start": 691.1, "end": 691.46, "word": " معناته", "probability": 0.740234375}, {"start": 691.46, "end": 691.98, "word": " بتعطيني", "probability": 0.87724609375}, {"start": 691.98, "end": 692.3, "word": " إحاء", "probability": 0.8258463541666666}, {"start": 692.3, "end": 692.46, "word": " على", "probability": 0.94384765625}, {"start": 692.46, "end": 692.68, "word": " طول", "probability": 0.989013671875}, {"start": 692.68, "end": 692.8, "word": " إن", "probability": 0.56201171875}, {"start": 692.8, "end": 692.94, "word": " أنا", "probability": 0.9560546875}, {"start": 692.94, "end": 693.46, "word": " بشتغل", "probability": 0.99033203125}, {"start": 693.46, "end": 695.14, "word": " بقيمة", "probability": 0.9609375}, {"start": 695.14, "end": 695.78, "word": " مطلقة", "probability": 0.9661865234375}, {"start": 695.78, "end": 696.5, "word": " بشكل", "probability": 0.9640299479166666}, {"start": 696.5, "end": 697.4, "word": " قيمة", "probability": 0.9886067708333334}, {"start": 697.4, "end": 697.64, "word": " و", "probability": 0.5791015625}, {"start": 697.64, "end": 697.96, "word": " القيمة", "probability": 0.9791666666666666}, {"start": 697.96, "end": 698.18, "word": " هذه", "probability": 0.3125}, {"start": 698.18, "end": 698.28, "word": " يا", "probability": 0.327880859375}, {"start": 698.28, "end": 698.5, "word": " بيض", "probability": 0.8828125}, {"start": 698.5, "end": 698.6, "word": " يا", "probability": 0.3994140625}, {"start": 698.6, "end": 698.96, "word": " أسود", "probability": 0.9920247395833334}, {"start": 698.96, "end": 699.26, "word": " يعني", "probability": 0.893310546875}, {"start": 699.26, "end": 699.54, "word": " لازم", "probability": 0.9816080729166666}, {"start": 699.54, "end": 699.76, "word": " يكون", "probability": 0.982421875}, {"start": 699.76, "end": 700.24, "word": " يعطيني", "probability": 0.8836669921875}, {"start": 700.24, "end": 702.2, "word": " قيمة", "probability": 0.98583984375}, {"start": 702.2, "end": 702.66, "word": " ف", "probability": 0.93505859375}, {"start": 702.66, "end": 703.22, "word": " crisp", "probability": 0.6767578125}, {"start": 703.22, "end": 704.96, "word": " معناها", "probability": 0.9661458333333334}, {"start": 704.96, "end": 705.94, "word": " مقرمش", "probability": 0.95322265625}, {"start": 705.94, "end": 707.3, "word": " كلغة", "probability": 0.9202880859375}, {"start": 707.3, "end": 707.98, "word": " مقرمش", "probability": 0.9794921875}, {"start": 707.98, "end": 708.32, "word": " معناته", "probability": 0.9342447916666666}, {"start": 708.32, "end": 708.48, "word": " أنه", "probability": 0.537353515625}, {"start": 708.48, "end": 708.54, "word": " في", "probability": 0.9365234375}, {"start": 708.54, "end": 708.96, "word": " كسر", "probability": 0.8693033854166666}, {"start": 708.96, "end": 709.68, "word": " يعني", "probability": 0.94677734375}, {"start": 709.68, "end": 709.9, "word": " في", "probability": 0.77783203125}, {"start": 709.9, "end": 710.46, "word": " عندي", "probability": 0.73828125}, {"start": 710.46, "end": 710.86, "word": " قيمة", "probability": 0.9918619791666666}, {"start": 710.86, "end": 711.18, "word": " بصير", "probability": 0.83056640625}, {"start": 711.18, "end": 711.42, "word": " عندها", "probability": 0.934814453125}, {"start": 711.42, "end": 711.68, "word": " كسر", "probability": 0.9967447916666666}, {"start": 711.68, "end": 712.14, "word": " بتختلف", "probability": 0.93310546875}, {"start": 712.14, "end": 712.68, "word": " الدرجات", "probability": 0.98388671875}, {"start": 712.68, "end": 713.02, "word": " هذا", "probability": 0.630859375}, {"start": 713.02, "end": 713.32, "word": " صفر", "probability": 0.9386393229166666}, {"start": 713.32, "end": 713.46, "word": " هذا", "probability": 0.62841796875}, {"start": 713.46, "end": 713.86, "word": " واحد", "probability": 0.99072265625}, {"start": 713.86, "end": 714.72, "word": " تمام", "probability": 0.968505859375}], "temperature": 1.0}, {"id": 32, "seek": 74147, "start": 715.79, "end": 741.47, "text": "الان لو قلنا ال 180 هي النقطة اللي بيصير عندها ال crisp هي النقطة اللي بيصير عندها الكسر فكل اللي أقل من 180 و هدول اللي بيبدوا من دايفد لبيتر تحت كلهم هدول اللي بيبقيهم صفر يعني معناه ذلك ان هم في صفة الطول في صفة الطول صفر false automatically هقول عليهم هم مش طوال بس", "tokens": [6027, 7649, 45164, 12174, 1211, 8315, 2423, 11971, 39896, 28239, 47432, 3660, 13672, 1829, 4724, 1829, 9381, 13546, 43242, 11296, 2423, 22952, 39896, 28239, 47432, 3660, 13672, 1829, 4724, 1829, 9381, 13546, 43242, 11296, 33251, 3794, 2288, 6156, 28820, 13672, 1829, 5551, 4587, 1211, 9154, 11971, 4032, 8032, 3215, 12610, 13672, 1829, 4724, 1829, 44510, 14407, 9154, 11778, 995, 33911, 3215, 5296, 21292, 2655, 2288, 6055, 33753, 28242, 16095, 8032, 3215, 12610, 13672, 1829, 4724, 1829, 3555, 38436, 16095, 20328, 5172, 2288, 37495, 22653, 20449, 8315, 3224, 29910, 23275, 16472, 8032, 2304, 8978, 20328, 5172, 3660, 41950, 12610, 8978, 20328, 5172, 3660, 41950, 12610, 20328, 5172, 2288, 7908, 6772, 8032, 39648, 25894, 16095, 8032, 2304, 37893, 23032, 2407, 6027, 4724, 3794], "avg_logprob": -0.17789446415959811, "compression_ratio": 2.0267857142857144, "no_speech_prob": 0.0, "words": [{"start": 715.79, "end": 716.29, "word": "الان", "probability": 0.767578125}, {"start": 716.29, "end": 716.93, "word": " لو", "probability": 0.9013671875}, {"start": 716.93, "end": 717.37, "word": " قلنا", "probability": 0.8880208333333334}, {"start": 717.37, "end": 717.99, "word": " ال", "probability": 0.76123046875}, {"start": 717.99, "end": 718.41, "word": " 180", "probability": 0.583984375}, {"start": 718.41, "end": 719.01, "word": " هي", "probability": 0.86083984375}, {"start": 719.01, "end": 719.75, "word": " النقطة", "probability": 0.9427083333333334}, {"start": 719.75, "end": 719.85, "word": " اللي", "probability": 0.72705078125}, {"start": 719.85, "end": 720.05, "word": " بيصير", "probability": 0.8648681640625}, {"start": 720.05, "end": 720.25, "word": " عندها", "probability": 0.98486328125}, {"start": 720.25, "end": 720.37, "word": " ال", "probability": 0.82421875}, {"start": 720.37, "end": 720.59, "word": " crisp", "probability": 0.673828125}, {"start": 720.59, "end": 720.83, "word": " هي", "probability": 0.748046875}, {"start": 720.83, "end": 721.17, "word": " النقطة", "probability": 0.9708658854166666}, {"start": 721.17, "end": 721.25, "word": " اللي", "probability": 0.980712890625}, {"start": 721.25, "end": 721.43, "word": " بيصير", "probability": 0.988037109375}, {"start": 721.43, "end": 721.77, "word": " عندها", "probability": 0.97802734375}, {"start": 721.77, "end": 722.55, "word": " الكسر", "probability": 0.8486328125}, {"start": 722.55, "end": 723.35, "word": " فكل", "probability": 0.929931640625}, {"start": 723.35, "end": 723.53, "word": " اللي", "probability": 0.974609375}, {"start": 723.53, "end": 723.93, "word": " أقل", "probability": 0.9029947916666666}, {"start": 723.93, "end": 724.13, "word": " من", "probability": 0.994140625}, {"start": 724.13, "end": 725.21, "word": " 180", "probability": 0.78271484375}, {"start": 725.21, "end": 725.75, "word": " و", "probability": 0.385986328125}, {"start": 725.75, "end": 725.97, "word": " هدول", "probability": 0.9521484375}, {"start": 725.97, "end": 726.09, "word": " اللي", "probability": 0.935302734375}, {"start": 726.09, "end": 726.39, "word": " بيبدوا", "probability": 0.89111328125}, {"start": 726.39, "end": 726.53, "word": " من", "probability": 0.98095703125}, {"start": 726.53, "end": 726.99, "word": " دايفد", "probability": 0.5938720703125}, {"start": 726.99, "end": 728.05, "word": " لبيتر", "probability": 0.91015625}, {"start": 728.05, "end": 728.45, "word": " تحت", "probability": 0.96533203125}, {"start": 728.45, "end": 729.17, "word": " كلهم", "probability": 0.88623046875}, {"start": 729.17, "end": 729.39, "word": " هدول", "probability": 0.9832356770833334}, {"start": 729.39, "end": 729.49, "word": " اللي", "probability": 0.6541748046875}, {"start": 729.49, "end": 729.81, "word": " بيبقيهم", "probability": 0.5214599609375}, {"start": 729.81, "end": 730.19, "word": " صفر", "probability": 0.9290364583333334}, {"start": 730.19, "end": 730.79, "word": " يعني", "probability": 0.909423828125}, {"start": 730.79, "end": 731.13, "word": " معناه", "probability": 0.7252604166666666}, {"start": 731.13, "end": 731.37, "word": " ذلك", "probability": 0.983642578125}, {"start": 731.37, "end": 731.53, "word": " ان", "probability": 0.61572265625}, {"start": 731.53, "end": 731.85, "word": " هم", "probability": 0.894775390625}, {"start": 731.85, "end": 732.51, "word": " في", "probability": 0.94287109375}, {"start": 732.51, "end": 733.47, "word": " صفة", "probability": 0.9920247395833334}, {"start": 733.47, "end": 734.15, "word": " الطول", "probability": 0.88427734375}, {"start": 734.15, "end": 734.53, "word": " في", "probability": 0.65673828125}, {"start": 734.53, "end": 734.85, "word": " صفة", "probability": 0.9879557291666666}, {"start": 734.85, "end": 735.35, "word": " الطول", "probability": 0.94384765625}, {"start": 735.35, "end": 736.73, "word": " صفر", "probability": 0.97705078125}, {"start": 736.73, "end": 737.61, "word": " false", "probability": 0.367919921875}, {"start": 737.61, "end": 738.75, "word": " automatically", "probability": 0.5927734375}, {"start": 738.75, "end": 739.53, "word": " هقول", "probability": 0.8173828125}, {"start": 739.53, "end": 739.81, "word": " عليهم", "probability": 0.97314453125}, {"start": 739.81, "end": 740.03, "word": " هم", "probability": 0.946044921875}, {"start": 740.03, "end": 740.31, "word": " مش", "probability": 0.9912109375}, {"start": 740.31, "end": 740.87, "word": " طوال", "probability": 0.9396158854166666}, {"start": 740.87, "end": 741.47, "word": " بس", "probability": 0.980224609375}], "temperature": 1.0}, {"id": 33, "seek": 76465, "start": 742.35, "end": 764.65, "text": "هذه عشان اوصف الكلمة tall ك variable هل تنطبق عليهم او لا فأكيد هقول لأ لاتنطبق عليهم طيب بينما من Tom ل Chris اللي هم من واحد مية و تمانين من مائة واحد تمانين فا اعلى كله اعطتهم رقم واحد هذا بال crisp value و طبعا هذا مش منطق اطلاقا", "tokens": [3224, 24192, 6225, 8592, 7649, 1975, 2407, 9381, 5172, 33251, 19528, 3660, 6764, 9122, 7006, 8032, 1211, 6055, 1863, 9566, 3555, 4587, 25894, 16095, 1975, 2407, 20193, 6156, 10721, 4117, 25708, 8032, 39648, 5296, 10721, 5296, 9307, 1863, 9566, 3555, 4587, 25894, 16095, 23032, 1829, 3555, 49374, 15042, 9154, 5041, 5296, 6688, 13672, 1829, 8032, 2304, 9154, 36764, 24401, 3714, 10632, 4032, 46811, 7649, 9957, 9154, 3714, 16373, 3660, 36764, 24401, 46811, 7649, 9957, 6156, 995, 1975, 3615, 23942, 28242, 3224, 1975, 3615, 9566, 2655, 16095, 12602, 4587, 2304, 36764, 24401, 23758, 20666, 22952, 2158, 4032, 23032, 3555, 3615, 995, 23758, 37893, 9154, 9566, 4587, 1975, 9566, 15040, 4587, 995], "avg_logprob": -0.24873311455185348, "compression_ratio": 1.7276785714285714, "no_speech_prob": 0.0, "words": [{"start": 742.35, "end": 742.63, "word": "هذه", "probability": 0.727783203125}, {"start": 742.63, "end": 742.83, "word": " عشان", "probability": 0.8304036458333334}, {"start": 742.83, "end": 743.49, "word": " اوصف", "probability": 0.83734130859375}, {"start": 743.49, "end": 744.75, "word": " الكلمة", "probability": 0.8362630208333334}, {"start": 744.75, "end": 745.23, "word": " tall", "probability": 0.31591796875}, {"start": 745.23, "end": 745.85, "word": " ك", "probability": 0.92626953125}, {"start": 745.85, "end": 747.69, "word": " variable", "probability": 0.47900390625}, {"start": 747.69, "end": 748.37, "word": " هل", "probability": 0.80517578125}, {"start": 748.37, "end": 748.87, "word": " تنطبق", "probability": 0.882275390625}, {"start": 748.87, "end": 749.15, "word": " عليهم", "probability": 0.96923828125}, {"start": 749.15, "end": 749.31, "word": " او", "probability": 0.865966796875}, {"start": 749.31, "end": 749.45, "word": " لا", "probability": 0.75732421875}, {"start": 749.45, "end": 750.15, "word": " فأكيد", "probability": 0.819091796875}, {"start": 750.15, "end": 750.47, "word": " هقول", "probability": 0.5281982421875}, {"start": 750.47, "end": 750.67, "word": " لأ", "probability": 0.803955078125}, {"start": 750.67, "end": 751.19, "word": " لاتنطبق", "probability": 0.925537109375}, {"start": 751.19, "end": 751.55, "word": " عليهم", "probability": 0.98681640625}, {"start": 751.55, "end": 752.01, "word": " طيب", "probability": 0.93701171875}, {"start": 752.01, "end": 752.69, "word": " بينما", "probability": 0.93310546875}, {"start": 752.69, "end": 753.15, "word": " من", "probability": 0.98779296875}, {"start": 753.15, "end": 753.51, "word": " Tom", "probability": 0.406005859375}, {"start": 753.51, "end": 753.87, "word": " ل", "probability": 0.97412109375}, {"start": 753.87, "end": 754.45, "word": " Chris", "probability": 0.74560546875}, {"start": 754.45, "end": 755.65, "word": " اللي", "probability": 0.95654296875}, {"start": 755.65, "end": 755.83, "word": " هم", "probability": 0.859375}, {"start": 755.83, "end": 756.01, "word": " من", "probability": 0.958984375}, {"start": 756.01, "end": 756.23, "word": " واحد", "probability": 0.57080078125}, {"start": 756.23, "end": 756.41, "word": " مية", "probability": 0.755615234375}, {"start": 756.41, "end": 756.51, "word": " و", "probability": 0.76708984375}, {"start": 756.51, "end": 756.85, "word": " تمانين", "probability": 0.8956705729166666}, {"start": 756.85, "end": 757.07, "word": " من", "probability": 0.77734375}, {"start": 757.07, "end": 757.25, "word": " مائة", "probability": 0.5846354166666666}, {"start": 757.25, "end": 757.35, "word": " واحد", "probability": 0.6282958984375}, {"start": 757.35, "end": 757.75, "word": " تمانين", "probability": 0.9153645833333334}, {"start": 757.75, "end": 758.09, "word": " فا", "probability": 0.725830078125}, {"start": 758.09, "end": 758.37, "word": " اعلى", "probability": 0.7517903645833334}, {"start": 758.37, "end": 759.01, "word": " كله", "probability": 0.81396484375}, {"start": 759.01, "end": 759.31, "word": " اعطتهم", "probability": 0.663818359375}, {"start": 759.31, "end": 759.57, "word": " رقم", "probability": 0.9918619791666666}, {"start": 759.57, "end": 759.95, "word": " واحد", "probability": 0.985595703125}, {"start": 759.95, "end": 760.41, "word": " هذا", "probability": 0.86865234375}, {"start": 760.41, "end": 761.37, "word": " بال", "probability": 0.96240234375}, {"start": 761.37, "end": 761.75, "word": " crisp", "probability": 0.447998046875}, {"start": 761.75, "end": 762.83, "word": " value", "probability": 0.990234375}, {"start": 762.83, "end": 763.17, "word": " و", "probability": 0.51513671875}, {"start": 763.17, "end": 763.33, "word": " طبعا", "probability": 0.87152099609375}, {"start": 763.33, "end": 763.45, "word": " هذا", "probability": 0.90478515625}, {"start": 763.45, "end": 763.61, "word": " مش", "probability": 0.96044921875}, {"start": 763.61, "end": 763.95, "word": " منطق", "probability": 0.8675130208333334}, {"start": 763.95, "end": 764.65, "word": " اطلاقا", "probability": 0.8462890625}], "temperature": 1.0}, {"id": 34, "seek": 79290, "start": 765.52, "end": 792.9, "text": "بينما في الفزي لأ بتختلف فبقول إن هي نسبة من مية جدش هو نسبته داخل ال .. التول أو ال .. التول ست تبعته جدش هو ضمن الرجال الطول فممكن نعطيها درجات الدرجات هذه ممكن تبدأ من صفر مين جدش بيتر مية و خمسين تقريبا فممكن مية و خمسين صفر معناته لأ هذا بقدرش أقول عنه أطلاق طويل", "tokens": [3555, 9957, 15042, 8978, 27188, 11622, 1829, 5296, 10721, 39894, 46456, 46538, 6156, 3555, 39648, 36145, 39896, 8717, 35457, 3660, 9154, 3714, 10632, 10874, 3215, 8592, 31439, 8717, 35457, 47395, 11778, 47283, 1211, 2423, 4386, 16712, 12610, 34051, 2423, 4386, 16712, 12610, 8608, 2655, 6055, 3555, 34268, 3224, 10874, 3215, 8592, 31439, 48812, 27842, 34892, 7435, 6027, 41950, 12610, 6156, 2304, 43020, 8717, 3615, 9566, 1829, 11296, 11778, 47341, 9307, 32748, 47341, 9307, 29538, 3714, 43020, 6055, 44510, 10721, 9154, 20328, 5172, 2288, 3714, 9957, 10874, 3215, 8592, 4724, 36081, 2288, 3714, 10632, 4032, 16490, 2304, 3794, 9957, 6055, 4587, 16572, 3555, 995, 6156, 2304, 43020, 3714, 10632, 4032, 16490, 2304, 3794, 9957, 20328, 5172, 2288, 20449, 8315, 47395, 5296, 10721, 23758, 4724, 28543, 2288, 8592, 5551, 39648, 18871, 3224, 5551, 9566, 15040, 4587, 23032, 2407, 26895], "avg_logprob": -0.14504075655038806, "compression_ratio": 2.01271186440678, "no_speech_prob": 0.0, "words": [{"start": 765.52, "end": 765.96, "word": "بينما", "probability": 0.9488932291666666}, {"start": 765.96, "end": 766.08, "word": " في", "probability": 0.90380859375}, {"start": 766.08, "end": 766.42, "word": " الفزي", "probability": 0.7777506510416666}, {"start": 766.42, "end": 766.74, "word": " لأ", "probability": 0.9248046875}, {"start": 766.74, "end": 767.74, "word": " بتختلف", "probability": 0.8098958333333334}, {"start": 767.74, "end": 768.5, "word": " فبقول", "probability": 0.9187825520833334}, {"start": 768.5, "end": 768.72, "word": " إن", "probability": 0.479736328125}, {"start": 768.72, "end": 769.08, "word": " هي", "probability": 0.6455078125}, {"start": 769.08, "end": 770.06, "word": " نسبة", "probability": 0.9915364583333334}, {"start": 770.06, "end": 770.5, "word": " من", "probability": 0.99365234375}, {"start": 770.5, "end": 771.42, "word": " مية", "probability": 0.82958984375}, {"start": 771.42, "end": 771.94, "word": " جدش", "probability": 0.8030598958333334}, {"start": 771.94, "end": 772.22, "word": " هو", "probability": 0.9912109375}, {"start": 772.22, "end": 773.22, "word": " نسبته", "probability": 0.99365234375}, {"start": 773.22, "end": 774.92, "word": " داخل", "probability": 0.9716796875}, {"start": 774.92, "end": 775.34, "word": " ال", "probability": 0.716796875}, {"start": 775.34, "end": 775.48, "word": " ..", "probability": 0.7314453125}, {"start": 775.48, "end": 776.26, "word": " التول", "probability": 0.683837890625}, {"start": 776.26, "end": 776.72, "word": " أو", "probability": 0.71484375}, {"start": 776.72, "end": 777.06, "word": " ال", "probability": 0.93798828125}, {"start": 777.06, "end": 777.18, "word": " ..", "probability": 0.923828125}, {"start": 777.18, "end": 777.76, "word": " التول", "probability": 0.756591796875}, {"start": 777.76, "end": 778.42, "word": " ست", "probability": 0.6505126953125}, {"start": 778.42, "end": 778.96, "word": " تبعته", "probability": 0.83221435546875}, {"start": 778.96, "end": 779.52, "word": " جدش", "probability": 0.9446614583333334}, {"start": 779.52, "end": 779.8, "word": " هو", "probability": 0.99609375}, {"start": 779.8, "end": 780.48, "word": " ضمن", "probability": 0.99462890625}, {"start": 780.48, "end": 781.3, "word": " الرجال", "probability": 0.9558919270833334}, {"start": 781.3, "end": 781.74, "word": " الطول", "probability": 0.5732421875}, {"start": 781.74, "end": 782.54, "word": " فممكن", "probability": 0.9542643229166666}, {"start": 782.54, "end": 783.14, "word": " نعطيها", "probability": 0.99267578125}, {"start": 783.14, "end": 783.78, "word": " درجات", "probability": 0.9930013020833334}, {"start": 783.78, "end": 784.6, "word": " الدرجات", "probability": 0.89453125}, {"start": 784.6, "end": 784.78, "word": " هذه", "probability": 0.60595703125}, {"start": 784.78, "end": 785.02, "word": " ممكن", "probability": 0.990478515625}, {"start": 785.02, "end": 785.38, "word": " تبدأ", "probability": 0.99169921875}, {"start": 785.38, "end": 785.54, "word": " من", "probability": 0.99462890625}, {"start": 785.54, "end": 786.4, "word": " صفر", "probability": 0.9680989583333334}, {"start": 786.4, "end": 787.16, "word": " مين", "probability": 0.789306640625}, {"start": 787.16, "end": 787.48, "word": " جدش", "probability": 0.9217122395833334}, {"start": 787.48, "end": 787.88, "word": " بيتر", "probability": 0.7185465494791666}, {"start": 787.88, "end": 788.14, "word": " مية", "probability": 0.5548095703125}, {"start": 788.14, "end": 788.18, "word": " و", "probability": 0.9912109375}, {"start": 788.18, "end": 788.58, "word": " خمسين", "probability": 0.9068603515625}, {"start": 788.58, "end": 789.18, "word": " تقريبا", "probability": 0.9919921875}, {"start": 789.18, "end": 789.76, "word": " فممكن", "probability": 0.9744466145833334}, {"start": 789.76, "end": 789.96, "word": " مية", "probability": 0.92724609375}, {"start": 789.96, "end": 790.02, "word": " و", "probability": 0.9970703125}, {"start": 790.02, "end": 790.34, "word": " خمسين", "probability": 0.97705078125}, {"start": 790.34, "end": 790.64, "word": " صفر", "probability": 0.9835611979166666}, {"start": 790.64, "end": 791.0, "word": " معناته", "probability": 0.98046875}, {"start": 791.0, "end": 791.16, "word": " لأ", "probability": 0.982177734375}, {"start": 791.16, "end": 791.34, "word": " هذا", "probability": 0.63818359375}, {"start": 791.34, "end": 791.78, "word": " بقدرش", "probability": 0.8758544921875}, {"start": 791.78, "end": 791.94, "word": " أقول", "probability": 0.849853515625}, {"start": 791.94, "end": 792.16, "word": " عنه", "probability": 0.994140625}, {"start": 792.16, "end": 792.48, "word": " أطلاق", "probability": 0.7684326171875}, {"start": 792.48, "end": 792.9, "word": " طويل", "probability": 0.8914388020833334}], "temperature": 1.0}, {"id": 35, "seek": 80193, "start": 793.91, "end": 801.93, "text": "بال أعلى منه شوية 155 فممكن أقول واحد في المية طويل لعند ما نصل لمين ل Mark و ل ..", "tokens": [3555, 6027, 5551, 3615, 23942, 9154, 3224, 13412, 2407, 10632, 2119, 20, 6156, 2304, 43020, 5551, 39648, 36764, 24401, 8978, 9673, 10632, 23032, 2407, 26895, 5296, 3615, 41260, 19446, 8717, 36520, 32767, 9957, 5296, 3934, 4032, 5296, 4386], "avg_logprob": -0.408453521056053, "compression_ratio": 1.2252252252252251, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 793.9100000000001, "end": 794.59, "word": "بال", "probability": 0.285888671875}, {"start": 794.59, "end": 795.03, "word": " أعلى", "probability": 0.7962239583333334}, {"start": 795.03, "end": 795.29, "word": " منه", "probability": 0.93408203125}, {"start": 795.29, "end": 795.59, "word": " شوية", "probability": 0.61572265625}, {"start": 795.59, "end": 796.31, "word": " 155", "probability": 0.748291015625}, {"start": 796.31, "end": 796.65, "word": " فممكن", "probability": 0.715087890625}, {"start": 796.65, "end": 796.91, "word": " أقول", "probability": 0.75146484375}, {"start": 796.91, "end": 797.51, "word": " واحد", "probability": 0.700927734375}, {"start": 797.51, "end": 797.63, "word": " في", "probability": 0.7314453125}, {"start": 797.63, "end": 797.97, "word": " المية", "probability": 0.86669921875}, {"start": 797.97, "end": 798.89, "word": " طويل", "probability": 0.9521484375}, {"start": 798.89, "end": 799.75, "word": " لعند", "probability": 0.7101236979166666}, {"start": 799.75, "end": 799.85, "word": " ما", "probability": 0.86572265625}, {"start": 799.85, "end": 800.11, "word": " نصل", "probability": 0.9296875}, {"start": 800.11, "end": 800.55, "word": " لمين", "probability": 0.86865234375}, {"start": 800.55, "end": 800.95, "word": " ل", "probability": 0.414306640625}, {"start": 800.95, "end": 801.35, "word": " Mark", "probability": 0.156494140625}, {"start": 801.35, "end": 801.61, "word": " و", "probability": 0.9091796875}, {"start": 801.61, "end": 801.79, "word": " ل", "probability": 0.80859375}, {"start": 801.79, "end": 801.93, "word": " ..", "probability": 0.3125}], "temperature": 1.0}, {"id": 36, "seek": 83016, "start": 802.84, "end": 830.16, "text": "Chris و اللي واضح ان هم بيصلوا اكتر من مترين اكتر من مترين يعني مين بدوش يقول عليهم الطوال مية في المية فأكيد طوال مية في المية جون مثلا هقول تمانية وتسعين في المية هو طويل وهكذا بنعطيها نسب النسب هذه بنسميها fuzzy هذه صارت fuzzy لإن أنا بعطي قيم متنوعة ومختلفة من صفر لواحد عشان اتعبر عن ال degree هذه او عن ال linguistic", "tokens": [19262, 4032, 13672, 1829, 4032, 46958, 5016, 16472, 8032, 2304, 4724, 1829, 36520, 14407, 1975, 4117, 2655, 2288, 9154, 44650, 2288, 9957, 1975, 4117, 2655, 2288, 9154, 44650, 2288, 9957, 37495, 22653, 3714, 9957, 47525, 2407, 8592, 7251, 39648, 25894, 16095, 41950, 2407, 6027, 3714, 10632, 8978, 9673, 10632, 6156, 10721, 4117, 25708, 23032, 2407, 6027, 3714, 10632, 8978, 9673, 10632, 10874, 11536, 50113, 15040, 8032, 39648, 46811, 7649, 10632, 34683, 3794, 3615, 9957, 8978, 9673, 10632, 31439, 23032, 2407, 26895, 37037, 4117, 15730, 44945, 3615, 9566, 1829, 11296, 8717, 35457, 28239, 35457, 29538, 44945, 38251, 1829, 11296, 34710, 29538, 20328, 9640, 2655, 34710, 5296, 28814, 1863, 41850, 45030, 9566, 1829, 12174, 32640, 44650, 1863, 2407, 27884, 4032, 2304, 46456, 46538, 3660, 9154, 20328, 5172, 2288, 5296, 14407, 24401, 6225, 8592, 7649, 1975, 2655, 3615, 3555, 2288, 18871, 2423, 4314, 29538, 1975, 2407, 18871, 2423, 43002], "avg_logprob": -0.1490221027614308, "compression_ratio": 1.9330985915492958, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 802.84, "end": 803.48, "word": "Chris", "probability": 0.7861328125}, {"start": 803.48, "end": 803.84, "word": " و", "probability": 0.46435546875}, {"start": 803.84, "end": 803.94, "word": " اللي", "probability": 0.711669921875}, {"start": 803.94, "end": 804.22, "word": " واضح", "probability": 0.9850260416666666}, {"start": 804.22, "end": 804.34, "word": " ان", "probability": 0.3310546875}, {"start": 804.34, "end": 804.5, "word": " هم", "probability": 0.746337890625}, {"start": 804.5, "end": 804.94, "word": " بيصلوا", "probability": 0.93310546875}, {"start": 804.94, "end": 805.26, "word": " اكتر", "probability": 0.91162109375}, {"start": 805.26, "end": 805.4, "word": " من", "probability": 0.986328125}, {"start": 805.4, "end": 805.92, "word": " مترين", "probability": 0.9168294270833334}, {"start": 805.92, "end": 806.6, "word": " اكتر", "probability": 0.87109375}, {"start": 806.6, "end": 806.72, "word": " من", "probability": 0.99462890625}, {"start": 806.72, "end": 807.2, "word": " مترين", "probability": 0.9715169270833334}, {"start": 807.2, "end": 807.88, "word": " يعني", "probability": 0.93017578125}, {"start": 807.88, "end": 808.04, "word": " مين", "probability": 0.97705078125}, {"start": 808.04, "end": 808.38, "word": " بدوش", "probability": 0.8170572916666666}, {"start": 808.38, "end": 808.58, "word": " يقول", "probability": 0.989501953125}, {"start": 808.58, "end": 808.86, "word": " عليهم", "probability": 0.955078125}, {"start": 808.86, "end": 809.32, "word": " الطوال", "probability": 0.7941080729166666}, {"start": 809.32, "end": 809.86, "word": " مية", "probability": 0.774169921875}, {"start": 809.86, "end": 809.98, "word": " في", "probability": 0.496337890625}, {"start": 809.98, "end": 810.34, "word": " المية", "probability": 0.92919921875}, {"start": 810.34, "end": 811.44, "word": " فأكيد", "probability": 0.911376953125}, {"start": 811.44, "end": 811.78, "word": " طوال", "probability": 0.9044596354166666}, {"start": 811.78, "end": 811.96, "word": " مية", "probability": 0.93115234375}, {"start": 811.96, "end": 812.12, "word": " في", "probability": 0.97412109375}, {"start": 812.12, "end": 812.42, "word": " المية", "probability": 0.9892578125}, {"start": 812.42, "end": 812.94, "word": " جون", "probability": 0.5648193359375}, {"start": 812.94, "end": 813.18, "word": " مثلا", "probability": 0.98974609375}, {"start": 813.18, "end": 813.46, "word": " هقول", "probability": 0.6075439453125}, {"start": 813.46, "end": 813.72, "word": " تمانية", "probability": 0.7591145833333334}, {"start": 813.72, "end": 814.1, "word": " وتسعين", "probability": 0.9405517578125}, {"start": 814.1, "end": 814.26, "word": " في", "probability": 0.986328125}, {"start": 814.26, "end": 814.5, "word": " المية", "probability": 0.985595703125}, {"start": 814.5, "end": 814.78, "word": " هو", "probability": 0.96923828125}, {"start": 814.78, "end": 816.4, "word": " طويل", "probability": 0.9609375}, {"start": 816.4, "end": 817.04, "word": " وهكذا", "probability": 0.8631184895833334}, {"start": 817.04, "end": 817.54, "word": " بنعطيها", "probability": 0.93642578125}, {"start": 817.54, "end": 818.24, "word": " نسب", "probability": 0.995361328125}, {"start": 818.24, "end": 818.94, "word": " النسب", "probability": 0.7958984375}, {"start": 818.94, "end": 819.08, "word": " هذه", "probability": 0.54248046875}, {"start": 819.08, "end": 819.46, "word": " بنسميها", "probability": 0.933349609375}, {"start": 819.46, "end": 819.78, "word": " fuzzy", "probability": 0.96826171875}, {"start": 819.78, "end": 820.62, "word": " هذه", "probability": 0.76806640625}, {"start": 820.62, "end": 820.9, "word": " صارت", "probability": 0.9744466145833334}, {"start": 820.9, "end": 821.18, "word": " fuzzy", "probability": 0.98193359375}, {"start": 821.18, "end": 821.64, "word": " لإن", "probability": 0.758544921875}, {"start": 821.64, "end": 821.74, "word": " أنا", "probability": 0.58447265625}, {"start": 821.74, "end": 822.0, "word": " بعطي", "probability": 0.8863932291666666}, {"start": 822.0, "end": 822.3, "word": " قيم", "probability": 0.980712890625}, {"start": 822.3, "end": 823.14, "word": " متنوعة", "probability": 0.9454345703125}, {"start": 823.14, "end": 824.62, "word": " ومختلفة", "probability": 0.95224609375}, {"start": 824.62, "end": 824.98, "word": " من", "probability": 0.99609375}, {"start": 824.98, "end": 825.3, "word": " صفر", "probability": 0.9606119791666666}, {"start": 825.3, "end": 825.86, "word": " لواحد", "probability": 0.88427734375}, {"start": 825.86, "end": 826.16, "word": " عشان", "probability": 0.9772135416666666}, {"start": 826.16, "end": 827.06, "word": " اتعبر", "probability": 0.84970703125}, {"start": 827.06, "end": 827.54, "word": " عن", "probability": 0.9912109375}, {"start": 827.54, "end": 827.7, "word": " ال", "probability": 0.96435546875}, {"start": 827.7, "end": 828.08, "word": " degree", "probability": 0.99462890625}, {"start": 828.08, "end": 828.4, "word": " هذه", "probability": 0.603515625}, {"start": 828.4, "end": 828.66, "word": " او", "probability": 0.775634765625}, {"start": 828.66, "end": 828.88, "word": " عن", "probability": 0.9951171875}, {"start": 828.88, "end": 829.38, "word": " ال", "probability": 0.9658203125}, {"start": 829.38, "end": 830.16, "word": " linguistic", "probability": 0.90185546875}], "temperature": 1.0}, {"id": 37, "seek": 83864, "start": 830.92, "end": 838.64, "text": "Farible اللي هي طول اللي هي طول غير ل crisp يا اه يا لأ مختلف تمام و هنا طبعا واضح شكلهم", "tokens": [37, 289, 964, 13672, 1829, 39896, 23032, 12610, 13672, 1829, 39896, 23032, 12610, 32771, 13546, 5296, 22952, 35186, 1975, 3224, 35186, 5296, 10721, 3714, 46456, 46538, 46811, 10943, 4032, 34105, 23032, 3555, 3615, 995, 4032, 46958, 5016, 13412, 28820, 16095], "avg_logprob": -0.36166159118094093, "compression_ratio": 1.2972972972972974, "no_speech_prob": 1.615285873413086e-05, "words": [{"start": 830.92, "end": 831.34, "word": "Farible", "probability": 0.4120076497395833}, {"start": 831.34, "end": 831.72, "word": " اللي", "probability": 0.5517578125}, {"start": 831.72, "end": 831.98, "word": " هي", "probability": 0.85205078125}, {"start": 831.98, "end": 832.58, "word": " طول", "probability": 0.564208984375}, {"start": 832.58, "end": 833.3, "word": " اللي", "probability": 0.59295654296875}, {"start": 833.3, "end": 833.4, "word": " هي", "probability": 0.9091796875}, {"start": 833.4, "end": 833.68, "word": " طول", "probability": 0.956298828125}, {"start": 833.68, "end": 834.04, "word": " غير", "probability": 0.971923828125}, {"start": 834.04, "end": 834.14, "word": " ل", "probability": 0.462646484375}, {"start": 834.14, "end": 834.54, "word": " crisp", "probability": 0.189697265625}, {"start": 834.54, "end": 835.02, "word": " يا", "probability": 0.7578125}, {"start": 835.02, "end": 835.26, "word": " اه", "probability": 0.806640625}, {"start": 835.26, "end": 835.36, "word": " يا", "probability": 0.82470703125}, {"start": 835.36, "end": 835.78, "word": " لأ", "probability": 0.84130859375}, {"start": 835.78, "end": 836.44, "word": " مختلف", "probability": 0.931640625}, {"start": 836.44, "end": 837.22, "word": " تمام", "probability": 0.98095703125}, {"start": 837.22, "end": 837.36, "word": " و", "probability": 0.55419921875}, {"start": 837.36, "end": 837.48, "word": " هنا", "probability": 0.919921875}, {"start": 837.48, "end": 837.78, "word": " طبعا", "probability": 0.86944580078125}, {"start": 837.78, "end": 838.1, "word": " واضح", "probability": 0.9820963541666666}, {"start": 838.1, "end": 838.64, "word": " شكلهم", "probability": 0.9373372395833334}], "temperature": 1.0}, {"id": 38, "seek": 86568, "start": 839.48, "end": 865.68, "text": "الرسم اللي بيوضحهم الأولى اللى فوق crisp والتانية هي ال fuzzy أو اللى بنقدر نسميها بتعبرنا عن ال degree of membership جداش درجة انتمائه لل set جداش درجة انتمائه لمن ل set طبعا تعريفنا mathematically ل ال crisp في البداية انه يا صفر يا واحد حسب المربع اللى احنا شايفينه المعادلة بتاعتنا ك functional value ال functional value", "tokens": [6027, 2288, 38251, 13672, 1829, 4724, 1829, 2407, 11242, 5016, 16095, 16247, 12610, 7578, 13672, 7578, 6156, 30543, 22952, 16070, 2655, 7649, 10632, 39896, 2423, 34710, 34051, 13672, 7578, 44945, 28543, 2288, 8717, 38251, 1829, 11296, 39894, 3615, 3555, 2288, 8315, 18871, 2423, 4314, 295, 16560, 10874, 3215, 33599, 11778, 47341, 3660, 16472, 39237, 16373, 3224, 24976, 992, 10874, 3215, 33599, 11778, 47341, 3660, 16472, 39237, 16373, 3224, 5296, 27842, 5296, 992, 23032, 3555, 3615, 995, 37279, 16572, 5172, 8315, 44003, 5296, 2423, 22952, 8978, 29739, 28259, 10632, 16472, 3224, 35186, 20328, 5172, 2288, 35186, 36764, 24401, 11331, 35457, 9673, 25513, 3615, 13672, 7578, 1975, 5016, 8315, 13412, 995, 33911, 9957, 3224, 9673, 3615, 18513, 37977, 39894, 995, 34268, 8315, 9122, 11745, 2158, 2423, 11745, 2158], "avg_logprob": -0.18282480056830278, "compression_ratio": 1.8142857142857143, "no_speech_prob": 0.0, "words": [{"start": 839.48, "end": 839.92, "word": "الرسم", "probability": 0.8924153645833334}, {"start": 839.92, "end": 840.44, "word": " اللي", "probability": 0.7822265625}, {"start": 840.44, "end": 841.08, "word": " بيوضحهم", "probability": 0.9247233072916666}, {"start": 841.08, "end": 841.88, "word": " الأولى", "probability": 0.9039713541666666}, {"start": 841.88, "end": 842.16, "word": " اللى", "probability": 0.836669921875}, {"start": 842.16, "end": 842.36, "word": " فوق", "probability": 0.947509765625}, {"start": 842.36, "end": 842.7, "word": " crisp", "probability": 0.17529296875}, {"start": 842.7, "end": 843.28, "word": " والتانية", "probability": 0.8819580078125}, {"start": 843.28, "end": 843.64, "word": " هي", "probability": 0.65869140625}, {"start": 843.64, "end": 843.88, "word": " ال", "probability": 0.80029296875}, {"start": 843.88, "end": 844.18, "word": " fuzzy", "probability": 0.54052734375}, {"start": 844.18, "end": 844.78, "word": " أو", "probability": 0.837890625}, {"start": 844.78, "end": 845.2, "word": " اللى", "probability": 0.927490234375}, {"start": 845.2, "end": 845.54, "word": " بنقدر", "probability": 0.8359375}, {"start": 845.54, "end": 846.06, "word": " نسميها", "probability": 0.98828125}, {"start": 846.06, "end": 847.08, "word": " بتعبرنا", "probability": 0.767041015625}, {"start": 847.08, "end": 847.32, "word": " عن", "probability": 0.9814453125}, {"start": 847.32, "end": 847.46, "word": " ال", "probability": 0.425537109375}, {"start": 847.46, "end": 847.84, "word": " degree", "probability": 0.9833984375}, {"start": 847.84, "end": 848.28, "word": " of", "probability": 0.9775390625}, {"start": 848.28, "end": 849.08, "word": " membership", "probability": 0.806640625}, {"start": 849.08, "end": 850.04, "word": " جداش", "probability": 0.7498372395833334}, {"start": 850.04, "end": 850.76, "word": " درجة", "probability": 0.9921875}, {"start": 850.76, "end": 851.5, "word": " انتمائه", "probability": 0.826904296875}, {"start": 851.5, "end": 851.82, "word": " لل", "probability": 0.783203125}, {"start": 851.82, "end": 852.14, "word": " set", "probability": 0.6015625}, {"start": 852.14, "end": 852.72, "word": " جداش", "probability": 0.819091796875}, {"start": 852.72, "end": 853.0, "word": " درجة", "probability": 0.9889322916666666}, {"start": 853.0, "end": 853.32, "word": " انتمائه", "probability": 0.9727783203125}, {"start": 853.32, "end": 853.58, "word": " لمن", "probability": 0.834716796875}, {"start": 853.58, "end": 853.92, "word": " ل", "probability": 0.69921875}, {"start": 853.92, "end": 854.12, "word": " set", "probability": 0.488037109375}, {"start": 854.12, "end": 854.54, "word": " طبعا", "probability": 0.9625244140625}, {"start": 854.54, "end": 855.32, "word": " تعريفنا", "probability": 0.9710693359375}, {"start": 855.32, "end": 856.66, "word": " mathematically", "probability": 0.89794921875}, {"start": 856.66, "end": 857.36, "word": " ل", "probability": 0.8916015625}, {"start": 857.36, "end": 858.08, "word": " ال", "probability": 0.05078125}, {"start": 858.08, "end": 858.5, "word": " crisp", "probability": 0.85888671875}, {"start": 858.5, "end": 858.82, "word": " في", "probability": 0.76904296875}, {"start": 858.82, "end": 859.24, "word": " البداية", "probability": 0.9944661458333334}, {"start": 859.24, "end": 859.5, "word": " انه", "probability": 0.7130126953125}, {"start": 859.5, "end": 859.62, "word": " يا", "probability": 0.62158203125}, {"start": 859.62, "end": 859.98, "word": " صفر", "probability": 0.9013671875}, {"start": 859.98, "end": 860.1, "word": " يا", "probability": 0.93212890625}, {"start": 860.1, "end": 860.4, "word": " واحد", "probability": 0.986083984375}, {"start": 860.4, "end": 860.66, "word": " حسب", "probability": 0.9873046875}, {"start": 860.66, "end": 861.08, "word": " المربع", "probability": 0.9259440104166666}, {"start": 861.08, "end": 861.26, "word": " اللى", "probability": 0.921142578125}, {"start": 861.26, "end": 861.44, "word": " احنا", "probability": 0.7913411458333334}, {"start": 861.44, "end": 861.96, "word": " شايفينه", "probability": 0.973046875}, {"start": 861.96, "end": 862.58, "word": " المعادلة", "probability": 0.9720458984375}, {"start": 862.58, "end": 863.06, "word": " بتاعتنا", "probability": 0.84307861328125}, {"start": 863.06, "end": 863.56, "word": " ك", "probability": 0.91943359375}, {"start": 863.56, "end": 864.0, "word": " functional", "probability": 0.89306640625}, {"start": 864.0, "end": 864.54, "word": " value", "probability": 0.99072265625}, {"start": 864.54, "end": 864.94, "word": " ال", "probability": 0.853515625}, {"start": 864.94, "end": 865.24, "word": " functional", "probability": 0.9150390625}, {"start": 865.24, "end": 865.68, "word": " value", "probability": 0.98876953125}], "temperature": 1.0}, {"id": 39, "seek": 88453, "start": 866.31, "end": 884.53, "text": "نتجها يا صفر يا واحد، فيا صفر إذا كان x belong to set A، one إذا كان belong to set A، و zero إذا كان not belong to set A مبناطة بناء عليها ال map أو الرسم اللي هو شفناها اللي عاملة زي ال unit step تمام", "tokens": [29399, 7435, 11296, 35186, 20328, 5172, 2288, 35186, 36764, 24401, 12399, 6156, 25528, 20328, 5172, 2288, 11933, 15730, 25961, 2031, 5784, 281, 992, 316, 12399, 472, 11933, 15730, 25961, 5784, 281, 992, 316, 12399, 4032, 4018, 11933, 15730, 25961, 406, 5784, 281, 992, 316, 3714, 3555, 1863, 41193, 3660, 44945, 16606, 25894, 11296, 2423, 4471, 34051, 34892, 38251, 13672, 1829, 31439, 13412, 5172, 8315, 11296, 13672, 1829, 6225, 10943, 37977, 30767, 1829, 2423, 4985, 1823, 46811, 10943], "avg_logprob": -0.26322116339818025, "compression_ratio": 1.6931818181818181, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 866.31, "end": 866.91, "word": "نتجها", "probability": 0.642578125}, {"start": 866.91, "end": 867.13, "word": " يا", "probability": 0.150634765625}, {"start": 867.13, "end": 867.41, "word": " صفر", "probability": 0.9244791666666666}, {"start": 867.41, "end": 867.51, "word": " يا", "probability": 0.67236328125}, {"start": 867.51, "end": 867.85, "word": " واحد،", "probability": 0.7401936848958334}, {"start": 867.85, "end": 868.01, "word": " فيا", "probability": 0.5439453125}, {"start": 868.01, "end": 868.27, "word": " صفر", "probability": 0.9908854166666666}, {"start": 868.27, "end": 868.41, "word": " إذا", "probability": 0.9296875}, {"start": 868.41, "end": 868.71, "word": " كان", "probability": 0.98193359375}, {"start": 868.71, "end": 869.11, "word": " x", "probability": 0.421630859375}, {"start": 869.11, "end": 869.49, "word": " belong", "probability": 0.20361328125}, {"start": 869.49, "end": 869.79, "word": " to", "probability": 0.97119140625}, {"start": 869.79, "end": 870.41, "word": " set", "probability": 0.95849609375}, {"start": 870.41, "end": 871.31, "word": " A،", "probability": 0.704833984375}, {"start": 871.31, "end": 872.95, "word": " one", "probability": 0.5}, {"start": 872.95, "end": 873.35, "word": " إذا", "probability": 0.928955078125}, {"start": 873.35, "end": 873.51, "word": " كان", "probability": 0.9814453125}, {"start": 873.51, "end": 873.79, "word": " belong", "probability": 0.57666015625}, {"start": 873.79, "end": 873.99, "word": " to", "probability": 0.97607421875}, {"start": 873.99, "end": 874.23, "word": " set", "probability": 0.966796875}, {"start": 874.23, "end": 874.75, "word": " A،", "probability": 0.773681640625}, {"start": 874.75, "end": 874.85, "word": " و", "probability": 0.82275390625}, {"start": 874.85, "end": 875.15, "word": " zero", "probability": 0.52001953125}, {"start": 875.15, "end": 875.45, "word": " إذا", "probability": 0.9814453125}, {"start": 875.45, "end": 875.71, "word": " كان", "probability": 0.97021484375}, {"start": 875.71, "end": 876.09, "word": " not", "probability": 0.93359375}, {"start": 876.09, "end": 876.43, "word": " belong", "probability": 0.91162109375}, {"start": 876.43, "end": 876.61, "word": " to", "probability": 0.98583984375}, {"start": 876.61, "end": 876.91, "word": " set", "probability": 0.97216796875}, {"start": 876.91, "end": 877.49, "word": " A", "probability": 0.98583984375}, {"start": 877.49, "end": 878.89, "word": " مبناطة", "probability": 0.676611328125}, {"start": 878.89, "end": 879.15, "word": " بناء", "probability": 0.923828125}, {"start": 879.15, "end": 879.63, "word": " عليها", "probability": 0.921142578125}, {"start": 879.63, "end": 880.07, "word": " ال", "probability": 0.83837890625}, {"start": 880.07, "end": 880.35, "word": " map", "probability": 0.66455078125}, {"start": 880.35, "end": 880.55, "word": " أو", "probability": 0.94091796875}, {"start": 880.55, "end": 880.81, "word": " الرسم", "probability": 0.968994140625}, {"start": 880.81, "end": 880.97, "word": " اللي", "probability": 0.767333984375}, {"start": 880.97, "end": 881.13, "word": " هو", "probability": 0.33203125}, {"start": 881.13, "end": 881.69, "word": " شفناها", "probability": 0.8525390625}, {"start": 881.69, "end": 882.27, "word": " اللي", "probability": 0.8916015625}, {"start": 882.27, "end": 882.53, "word": " عاملة", "probability": 0.92626953125}, {"start": 882.53, "end": 882.75, "word": " زي", "probability": 0.894287109375}, {"start": 882.75, "end": 882.93, "word": " ال", "probability": 0.9375}, {"start": 882.93, "end": 883.13, "word": " unit", "probability": 0.86962890625}, {"start": 883.13, "end": 883.57, "word": " step", "probability": 0.95751953125}, {"start": 883.57, "end": 884.53, "word": " تمام", "probability": 0.87744140625}], "temperature": 1.0}, {"id": 40, "seek": 90569, "start": 885.29, "end": 905.69, "text": "أما في حالة الـ fuzzy لأ الـ fuzzy تختلف من صفر لواحد من صفر لواحد بحيث أنه ممكن أقول أسميها مش f of x لأ هسميها ميو ميو a of x فميو a of x اللي هي ال membership function فmembership function of set", "tokens": [10721, 15042, 8978, 11331, 6027, 3660, 2423, 39184, 34710, 5296, 10721, 2423, 39184, 34710, 6055, 46456, 46538, 9154, 20328, 5172, 2288, 5296, 14407, 24401, 9154, 20328, 5172, 2288, 5296, 14407, 24401, 4724, 5016, 1829, 12984, 14739, 3224, 3714, 43020, 5551, 39648, 5551, 38251, 1829, 11296, 37893, 283, 295, 2031, 5296, 10721, 8032, 38251, 1829, 11296, 3714, 1829, 2407, 3714, 1829, 2407, 257, 295, 2031, 6156, 2304, 1829, 2407, 257, 295, 2031, 13672, 1829, 39896, 2423, 16560, 2445, 6156, 17886, 1616, 1210, 2445, 295, 992], "avg_logprob": -0.1913603004287271, "compression_ratio": 1.7159763313609468, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 885.29, "end": 885.67, "word": "أما", "probability": 0.95751953125}, {"start": 885.67, "end": 886.19, "word": " في", "probability": 0.91357421875}, {"start": 886.19, "end": 886.81, "word": " حالة", "probability": 0.9921875}, {"start": 886.81, "end": 887.65, "word": " الـ", "probability": 0.491943359375}, {"start": 887.65, "end": 888.31, "word": " fuzzy", "probability": 0.84228515625}, {"start": 888.31, "end": 888.71, "word": " لأ", "probability": 0.7122802734375}, {"start": 888.71, "end": 888.95, "word": " الـ", "probability": 0.5125732421875}, {"start": 888.95, "end": 889.19, "word": " fuzzy", "probability": 0.9794921875}, {"start": 889.19, "end": 890.55, "word": " تختلف", "probability": 0.8844401041666666}, {"start": 890.55, "end": 890.75, "word": " من", "probability": 0.98876953125}, {"start": 890.75, "end": 891.17, "word": " صفر", "probability": 0.8912760416666666}, {"start": 891.17, "end": 891.89, "word": " لواحد", "probability": 0.8310546875}, {"start": 891.89, "end": 892.23, "word": " من", "probability": 0.334716796875}, {"start": 892.23, "end": 892.55, "word": " صفر", "probability": 0.9851888020833334}, {"start": 892.55, "end": 892.99, "word": " لواحد", "probability": 0.9285481770833334}, {"start": 892.99, "end": 893.35, "word": " بحيث", "probability": 0.9820556640625}, {"start": 893.35, "end": 893.67, "word": " أنه", "probability": 0.74951171875}, {"start": 893.67, "end": 894.13, "word": " ممكن", "probability": 0.97607421875}, {"start": 894.13, "end": 894.51, "word": " أقول", "probability": 0.851806640625}, {"start": 894.51, "end": 895.27, "word": " أسميها", "probability": 0.9010009765625}, {"start": 895.27, "end": 895.75, "word": " مش", "probability": 0.95263671875}, {"start": 895.75, "end": 896.17, "word": " f", "probability": 0.449462890625}, {"start": 896.17, "end": 896.59, "word": " of", "probability": 0.66015625}, {"start": 896.59, "end": 897.01, "word": " x", "probability": 0.7900390625}, {"start": 897.01, "end": 897.43, "word": " لأ", "probability": 0.932861328125}, {"start": 897.43, "end": 897.85, "word": " هسميها", "probability": 0.8828125}, {"start": 897.85, "end": 898.55, "word": " ميو", "probability": 0.810546875}, {"start": 898.55, "end": 899.23, "word": " ميو", "probability": 0.7659505208333334}, {"start": 899.23, "end": 899.79, "word": " a", "probability": 0.75927734375}, {"start": 899.79, "end": 900.01, "word": " of", "probability": 0.9638671875}, {"start": 900.01, "end": 900.35, "word": " x", "probability": 0.9794921875}, {"start": 900.35, "end": 900.91, "word": " فميو", "probability": 0.90234375}, {"start": 900.91, "end": 901.03, "word": " a", "probability": 0.90478515625}, {"start": 901.03, "end": 901.21, "word": " of", "probability": 0.9658203125}, {"start": 901.21, "end": 901.41, "word": " x", "probability": 0.978515625}, {"start": 901.41, "end": 901.55, "word": " اللي", "probability": 0.929443359375}, {"start": 901.55, "end": 901.67, "word": " هي", "probability": 0.82666015625}, {"start": 901.67, "end": 901.79, "word": " ال", "probability": 0.78271484375}, {"start": 901.79, "end": 902.35, "word": " membership", "probability": 0.64697265625}, {"start": 902.35, "end": 903.63, "word": " function", "probability": 0.97216796875}, {"start": 903.63, "end": 904.71, "word": " فmembership", "probability": 0.80328369140625}, {"start": 904.71, "end": 905.13, "word": " function", "probability": 0.9697265625}, {"start": 905.13, "end": 905.41, "word": " of", "probability": 0.947265625}, {"start": 905.41, "end": 905.69, "word": " set", "probability": 0.72705078125}], "temperature": 1.0}, {"id": 41, "seek": 92838, "start": 906.5, "end": 928.38, "text": "من 0 to 1 وماقدر اقول ال membership بتساوي واحد اذا كان x totally belong to set A معناه ذلك ان هي مية في المية تنتمي لل set A و بعدين ماقدر اقول برضه ال mu اللي هي member of ship function قيمتها صفر اذا كانت x is not", "tokens": [27842, 1958, 281, 502, 4032, 15042, 28543, 2288, 1975, 39648, 2423, 16560, 39894, 3794, 995, 45865, 36764, 24401, 1975, 15730, 25961, 2031, 3879, 5784, 281, 992, 316, 20449, 8315, 3224, 29910, 23275, 16472, 39896, 3714, 10632, 8978, 9673, 10632, 6055, 29399, 2304, 1829, 24976, 992, 316, 4032, 39182, 9957, 19446, 28543, 2288, 1975, 39648, 4724, 43042, 3224, 2423, 2992, 13672, 1829, 39896, 4006, 295, 5374, 2445, 12174, 32640, 2655, 11296, 20328, 5172, 2288, 1975, 15730, 25961, 2655, 2031, 307, 406], "avg_logprob": -0.3537808524237739, "compression_ratio": 1.5142857142857142, "no_speech_prob": 1.3172626495361328e-05, "words": [{"start": 906.5, "end": 907.18, "word": "من", "probability": 0.1278076171875}, {"start": 907.18, "end": 907.58, "word": " 0", "probability": 0.354248046875}, {"start": 907.58, "end": 908.06, "word": " to", "probability": 0.7802734375}, {"start": 908.06, "end": 908.36, "word": " 1", "probability": 0.90771484375}, {"start": 908.36, "end": 909.26, "word": " وماقدر", "probability": 0.60455322265625}, {"start": 909.26, "end": 909.42, "word": " اقول", "probability": 0.7164306640625}, {"start": 909.42, "end": 909.56, "word": " ال", "probability": 0.43115234375}, {"start": 909.56, "end": 909.86, "word": " membership", "probability": 0.449951171875}, {"start": 909.86, "end": 910.72, "word": " بتساوي", "probability": 0.774169921875}, {"start": 910.72, "end": 911.64, "word": " واحد", "probability": 0.802001953125}, {"start": 911.64, "end": 911.98, "word": " اذا", "probability": 0.735107421875}, {"start": 911.98, "end": 912.4, "word": " كان", "probability": 0.9892578125}, {"start": 912.4, "end": 912.72, "word": " x", "probability": 0.515625}, {"start": 912.72, "end": 913.64, "word": " totally", "probability": 0.77978515625}, {"start": 913.64, "end": 914.64, "word": " belong", "probability": 0.402587890625}, {"start": 914.64, "end": 915.0, "word": " to", "probability": 0.9482421875}, {"start": 915.0, "end": 915.68, "word": " set", "probability": 0.94677734375}, {"start": 915.68, "end": 915.94, "word": " A", "probability": 0.82177734375}, {"start": 915.94, "end": 916.46, "word": " معناه", "probability": 0.8221028645833334}, {"start": 916.46, "end": 916.68, "word": " ذلك", "probability": 0.8564453125}, {"start": 916.68, "end": 916.78, "word": " ان", "probability": 0.869140625}, {"start": 916.78, "end": 916.96, "word": " هي", "probability": 0.33642578125}, {"start": 916.96, "end": 917.6, "word": " مية", "probability": 0.6009521484375}, {"start": 917.6, "end": 917.74, "word": " في", "probability": 0.71533203125}, {"start": 917.74, "end": 918.04, "word": " المية", "probability": 0.940673828125}, {"start": 918.04, "end": 918.56, "word": " تنتمي", "probability": 0.94091796875}, {"start": 918.56, "end": 918.86, "word": " لل", "probability": 0.38330078125}, {"start": 918.86, "end": 920.28, "word": " set", "probability": 0.56298828125}, {"start": 920.28, "end": 920.54, "word": " A", "probability": 0.94677734375}, {"start": 920.54, "end": 921.06, "word": " و", "probability": 0.634765625}, {"start": 921.06, "end": 921.4, "word": " بعدين", "probability": 0.6265869140625}, {"start": 921.4, "end": 921.74, "word": " ماقدر", "probability": 0.789794921875}, {"start": 921.74, "end": 921.96, "word": " اقول", "probability": 0.937744140625}, {"start": 921.96, "end": 922.26, "word": " برضه", "probability": 0.9134114583333334}, {"start": 922.26, "end": 922.4, "word": " ال", "probability": 0.395751953125}, {"start": 922.4, "end": 922.7, "word": " mu", "probability": 0.1683349609375}, {"start": 922.7, "end": 923.44, "word": " اللي", "probability": 0.70947265625}, {"start": 923.44, "end": 923.62, "word": " هي", "probability": 0.7861328125}, {"start": 923.62, "end": 923.92, "word": " member", "probability": 0.76806640625}, {"start": 923.92, "end": 924.16, "word": " of", "probability": 0.96826171875}, {"start": 924.16, "end": 924.46, "word": " ship", "probability": 0.2188720703125}, {"start": 924.46, "end": 925.2, "word": " function", "probability": 0.8935546875}, {"start": 925.2, "end": 925.9, "word": " قيمتها", "probability": 0.940673828125}, {"start": 925.9, "end": 926.38, "word": " صفر", "probability": 0.9514973958333334}, {"start": 926.38, "end": 926.68, "word": " اذا", "probability": 0.87451171875}, {"start": 926.68, "end": 927.04, "word": " كانت", "probability": 0.973876953125}, {"start": 927.04, "end": 927.62, "word": " x", "probability": 0.892578125}, {"start": 927.62, "end": 927.98, "word": " is", "probability": 0.89501953125}, {"start": 927.98, "end": 928.38, "word": " not", "probability": 0.95751953125}], "temperature": 1.0}, {"id": 42, "seek": 95283, "start": 929.07, "end": 952.83, "text": "in set A هي فعليا ليست موجودة ضمن ال set A بشكل كامل أما إذا كان partially هي موجودة ولكن مش في البقرة تبعتها مش في المركز مش على أطرافها هنا بنعطيها membership كدرجة من صفر لواحد من صفر لواحد في الحالة بتاعتنا تمام", "tokens": [259, 992, 316, 39896, 6156, 3615, 20292, 995, 32239, 14851, 3714, 29245, 23328, 3660, 48812, 27842, 2423, 992, 316, 4724, 8592, 28820, 9122, 10943, 1211, 5551, 15042, 11933, 15730, 25961, 18886, 39896, 3714, 29245, 23328, 3660, 35525, 19452, 37893, 8978, 29739, 4587, 25720, 6055, 3555, 34268, 11296, 37893, 8978, 9673, 31747, 11622, 37893, 15844, 5551, 9566, 23557, 5172, 11296, 34105, 44945, 3615, 9566, 1829, 11296, 16560, 9122, 3215, 47341, 3660, 9154, 20328, 5172, 2288, 5296, 14407, 24401, 9154, 20328, 5172, 2288, 5296, 14407, 24401, 8978, 21542, 6027, 3660, 39894, 995, 34268, 8315, 46811, 10943], "avg_logprob": -0.1223684212094859, "compression_ratio": 1.6497695852534562, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 929.07, "end": 929.39, "word": "in", "probability": 0.3994140625}, {"start": 929.39, "end": 930.01, "word": " set", "probability": 0.432861328125}, {"start": 930.01, "end": 930.23, "word": " A", "probability": 0.83349609375}, {"start": 930.23, "end": 930.63, "word": " هي", "probability": 0.62890625}, {"start": 930.63, "end": 931.43, "word": " فعليا", "probability": 0.8876953125}, {"start": 931.43, "end": 932.23, "word": " ليست", "probability": 0.788818359375}, {"start": 932.23, "end": 932.77, "word": " موجودة", "probability": 0.9803466796875}, {"start": 932.77, "end": 933.05, "word": " ضمن", "probability": 0.93212890625}, {"start": 933.05, "end": 933.31, "word": " ال", "probability": 0.61328125}, {"start": 933.31, "end": 933.51, "word": " set", "probability": 0.74755859375}, {"start": 933.51, "end": 933.71, "word": " A", "probability": 0.9140625}, {"start": 933.71, "end": 934.17, "word": " بشكل", "probability": 0.986328125}, {"start": 934.17, "end": 935.01, "word": " كامل", "probability": 0.9970703125}, {"start": 935.01, "end": 935.59, "word": " أما", "probability": 0.89697265625}, {"start": 935.59, "end": 935.83, "word": " إذا", "probability": 0.906982421875}, {"start": 935.83, "end": 936.15, "word": " كان", "probability": 0.99658203125}, {"start": 936.15, "end": 937.03, "word": " partially", "probability": 0.88330078125}, {"start": 937.03, "end": 938.47, "word": " هي", "probability": 0.85693359375}, {"start": 938.47, "end": 939.69, "word": " موجودة", "probability": 0.9913330078125}, {"start": 939.69, "end": 940.47, "word": " ولكن", "probability": 0.88720703125}, {"start": 940.47, "end": 940.77, "word": " مش", "probability": 0.96484375}, {"start": 940.77, "end": 941.01, "word": " في", "probability": 0.9609375}, {"start": 941.01, "end": 941.49, "word": " البقرة", "probability": 0.7853190104166666}, {"start": 941.49, "end": 941.97, "word": " تبعتها", "probability": 0.9486083984375}, {"start": 941.97, "end": 942.15, "word": " مش", "probability": 0.77587890625}, {"start": 942.15, "end": 942.35, "word": " في", "probability": 0.98095703125}, {"start": 942.35, "end": 942.91, "word": " المركز", "probability": 0.96044921875}, {"start": 942.91, "end": 943.17, "word": " مش", "probability": 0.927734375}, {"start": 943.17, "end": 943.97, "word": " على", "probability": 0.92236328125}, {"start": 943.97, "end": 944.73, "word": " أطرافها", "probability": 0.97841796875}, {"start": 944.73, "end": 945.23, "word": " هنا", "probability": 0.95703125}, {"start": 945.23, "end": 946.33, "word": " بنعطيها", "probability": 0.8849609375}, {"start": 946.33, "end": 947.17, "word": " membership", "probability": 0.461181640625}, {"start": 947.17, "end": 948.79, "word": " كدرجة", "probability": 0.975341796875}, {"start": 948.79, "end": 949.09, "word": " من", "probability": 0.98681640625}, {"start": 949.09, "end": 949.89, "word": " صفر", "probability": 0.8447265625}, {"start": 949.89, "end": 950.49, "word": " لواحد", "probability": 0.908203125}, {"start": 950.49, "end": 950.67, "word": " من", "probability": 0.61328125}, {"start": 950.67, "end": 951.05, "word": " صفر", "probability": 0.9842122395833334}, {"start": 951.05, "end": 951.61, "word": " لواحد", "probability": 0.9285481770833334}, {"start": 951.61, "end": 951.71, "word": " في", "probability": 0.9677734375}, {"start": 951.71, "end": 952.01, "word": " الحالة", "probability": 0.97509765625}, {"start": 952.01, "end": 952.37, "word": " بتاعتنا", "probability": 0.866943359375}, {"start": 952.37, "end": 952.83, "word": " تمام", "probability": 0.96337890625}], "temperature": 1.0}, {"id": 43, "seek": 98081, "start": 953.57, "end": 980.81, "text": "فهذا بيسمح لنا إن احنا نعطي قيم و options مختلفة للقيم و يصير فيه تنوع في ال inputs اللي ممكن أو ال universe of discourse element تبعتنا فبيصير في حاجة اسمها ال degree of membership و بناء عليها بيصير في ال membership value جدش كل membership ال value تبعته من طبعا إيش هي ال value تبعته اللي هي قيمة ال mu تبعته الخاصة فيه بقول mu a of x فx هو ال element", "tokens": [5172, 3224, 15730, 4724, 1829, 38251, 5016, 5296, 8315, 36145, 1975, 5016, 8315, 8717, 3615, 9566, 1829, 12174, 32640, 4032, 3956, 3714, 46456, 46538, 3660, 24976, 4587, 32640, 4032, 7251, 9381, 13546, 8978, 3224, 6055, 1863, 45367, 8978, 2423, 15743, 13672, 1829, 3714, 43020, 34051, 2423, 6445, 295, 23938, 4478, 6055, 3555, 34268, 8315, 6156, 21292, 9381, 13546, 8978, 11331, 26108, 3660, 24525, 2304, 11296, 2423, 4314, 295, 16560, 4032, 44945, 16606, 25894, 11296, 4724, 1829, 9381, 13546, 8978, 2423, 16560, 2158, 10874, 3215, 8592, 28242, 4006, 5278, 2423, 2158, 6055, 3555, 34268, 3224, 9154, 23032, 3555, 3615, 995, 11933, 1829, 8592, 39896, 2423, 2158, 6055, 3555, 34268, 3224, 13672, 1829, 39896, 12174, 32640, 3660, 2423, 2992, 6055, 3555, 34268, 3224, 33962, 33546, 3660, 8978, 3224, 4724, 39648, 2992, 257, 295, 2031, 6156, 87, 31439, 2423, 4478], "avg_logprob": -0.1808197530715362, "compression_ratio": 1.8790035587188612, "no_speech_prob": 0.0, "words": [{"start": 953.57, "end": 953.87, "word": "فهذا", "probability": 0.772705078125}, {"start": 953.87, "end": 954.25, "word": " بيسمح", "probability": 0.8795166015625}, {"start": 954.25, "end": 954.65, "word": " لنا", "probability": 0.9033203125}, {"start": 954.65, "end": 954.91, "word": " إن", "probability": 0.30029296875}, {"start": 954.91, "end": 955.11, "word": " احنا", "probability": 0.7941080729166666}, {"start": 955.11, "end": 955.49, "word": " نعطي", "probability": 0.985107421875}, {"start": 955.49, "end": 955.73, "word": " قيم", "probability": 0.976318359375}, {"start": 955.73, "end": 956.15, "word": " و", "probability": 0.97021484375}, {"start": 956.15, "end": 956.53, "word": " options", "probability": 0.912109375}, {"start": 956.53, "end": 957.33, "word": " مختلفة", "probability": 0.98876953125}, {"start": 957.33, "end": 958.73, "word": " للقيم", "probability": 0.8963216145833334}, {"start": 958.73, "end": 958.91, "word": " و", "probability": 0.7841796875}, {"start": 958.91, "end": 959.11, "word": " يصير", "probability": 0.88916015625}, {"start": 959.11, "end": 959.33, "word": " فيه", "probability": 0.833984375}, {"start": 959.33, "end": 959.95, "word": " تنوع", "probability": 0.9833984375}, {"start": 959.95, "end": 960.53, "word": " في", "probability": 0.96630859375}, {"start": 960.53, "end": 960.73, "word": " ال", "probability": 0.97216796875}, {"start": 960.73, "end": 961.01, "word": " inputs", "probability": 0.365966796875}, {"start": 961.01, "end": 961.21, "word": " اللي", "probability": 0.758544921875}, {"start": 961.21, "end": 961.45, "word": " ممكن", "probability": 0.99169921875}, {"start": 961.45, "end": 961.67, "word": " أو", "probability": 0.79638671875}, {"start": 961.67, "end": 961.79, "word": " ال", "probability": 0.88232421875}, {"start": 961.79, "end": 962.15, "word": " universe", "probability": 0.67041015625}, {"start": 962.15, "end": 962.37, "word": " of", "probability": 0.958984375}, {"start": 962.37, "end": 962.95, "word": " discourse", "probability": 0.8076171875}, {"start": 962.95, "end": 963.59, "word": " element", "probability": 0.8642578125}, {"start": 963.59, "end": 964.13, "word": " تبعتنا", "probability": 0.927978515625}, {"start": 964.13, "end": 965.15, "word": " فبيصير", "probability": 0.7703857421875}, {"start": 965.15, "end": 965.23, "word": " في", "probability": 0.9462890625}, {"start": 965.23, "end": 965.41, "word": " حاجة", "probability": 0.8017578125}, {"start": 965.41, "end": 965.75, "word": " اسمها", "probability": 0.8834635416666666}, {"start": 965.75, "end": 966.23, "word": " ال", "probability": 0.78759765625}, {"start": 966.23, "end": 966.47, "word": " degree", "probability": 0.94775390625}, {"start": 966.47, "end": 966.65, "word": " of", "probability": 0.9775390625}, {"start": 966.65, "end": 967.07, "word": " membership", "probability": 0.79736328125}, {"start": 967.07, "end": 968.13, "word": " و", "probability": 0.61181640625}, {"start": 968.13, "end": 968.45, "word": " بناء", "probability": 0.780029296875}, {"start": 968.45, "end": 968.93, "word": " عليها", "probability": 0.87255859375}, {"start": 968.93, "end": 969.89, "word": " بيصير", "probability": 0.8963623046875}, {"start": 969.89, "end": 970.01, "word": " في", "probability": 0.94677734375}, {"start": 970.01, "end": 970.11, "word": " ال", "probability": 0.76416015625}, {"start": 970.11, "end": 970.47, "word": " membership", "probability": 0.64453125}, {"start": 970.47, "end": 971.45, "word": " value", "probability": 0.97802734375}, {"start": 971.45, "end": 971.83, "word": " جدش", "probability": 0.58837890625}, {"start": 971.83, "end": 972.05, "word": " كل", "probability": 0.98779296875}, {"start": 972.05, "end": 972.61, "word": " membership", "probability": 0.6807861328125}, {"start": 972.61, "end": 972.79, "word": " ال", "probability": 0.921875}, {"start": 972.79, "end": 973.05, "word": " value", "probability": 0.986328125}, {"start": 973.05, "end": 973.53, "word": " تبعته", "probability": 0.9591064453125}, {"start": 973.53, "end": 974.13, "word": " من", "probability": 0.9658203125}, {"start": 974.13, "end": 974.97, "word": " طبعا", "probability": 0.9345703125}, {"start": 974.97, "end": 975.13, "word": " إيش", "probability": 0.7888997395833334}, {"start": 975.13, "end": 975.25, "word": " هي", "probability": 0.9599609375}, {"start": 975.25, "end": 975.35, "word": " ال", "probability": 0.96044921875}, {"start": 975.35, "end": 975.49, "word": " value", "probability": 0.98583984375}, {"start": 975.49, "end": 975.81, "word": " تبعته", "probability": 0.972900390625}, {"start": 975.81, "end": 975.89, "word": " اللي", "probability": 0.826171875}, {"start": 975.89, "end": 975.99, "word": " هي", "probability": 0.90283203125}, {"start": 975.99, "end": 976.27, "word": " قيمة", "probability": 0.9951171875}, {"start": 976.27, "end": 976.39, "word": " ال", "probability": 0.9482421875}, {"start": 976.39, "end": 976.53, "word": " mu", "probability": 0.232177734375}, {"start": 976.53, "end": 976.89, "word": " تبعته", "probability": 0.9200439453125}, {"start": 976.89, "end": 977.29, "word": " الخاصة", "probability": 0.8746744791666666}, {"start": 977.29, "end": 977.61, "word": " فيه", "probability": 0.85498046875}, {"start": 977.61, "end": 978.21, "word": " بقول", "probability": 0.935546875}, {"start": 978.21, "end": 978.51, "word": " mu", "probability": 0.293212890625}, {"start": 978.51, "end": 978.85, "word": " a", "probability": 0.5654296875}, {"start": 978.85, "end": 979.15, "word": " of", "probability": 0.9609375}, {"start": 979.15, "end": 979.53, "word": " x", "probability": 0.8037109375}, {"start": 979.53, "end": 980.19, "word": " فx", "probability": 0.666748046875}, {"start": 980.19, "end": 980.37, "word": " هو", "probability": 0.98876953125}, {"start": 980.37, "end": 980.49, "word": " ال", "probability": 0.978515625}, {"start": 980.49, "end": 980.81, "word": " element", "probability": 0.974609375}], "temperature": 1.0}, {"id": 44, "seek": 100410, "start": 981.58, "end": 1004.1, "text": "جدّاش قيمة الـMew تبعته بتصير الـMembership Value Okay، الآن كيف ممكن نمثل الحقيقة الـFuzzy Set بالحسوب؟ بنمثله زي ما قلنا من خلال أن الـUniverse of Discourse تبعتنا، طبعا مش هتكلم عن الـCrisp لأنه من السهل جدا أن أقول 01 وخلصنا", "tokens": [7435, 3215, 11703, 33599, 12174, 32640, 3660, 2423, 39184, 44, 1023, 6055, 3555, 34268, 3224, 39894, 9381, 13546, 2423, 39184, 44, 443, 1616, 1210, 39352, 1033, 12399, 6024, 48506, 9122, 33911, 3714, 43020, 8717, 2304, 12984, 1211, 21542, 38436, 28671, 2423, 39184, 37, 30601, 8928, 20666, 5016, 3794, 37746, 22807, 44945, 2304, 12984, 43761, 30767, 1829, 19446, 12174, 1211, 8315, 9154, 16490, 1211, 6027, 14739, 2423, 39184, 12405, 5376, 295, 19839, 13656, 6055, 3555, 34268, 8315, 12399, 23032, 3555, 3615, 995, 37893, 8032, 2655, 4117, 19528, 18871, 2423, 39184, 34, 5714, 79, 5296, 33456, 3224, 9154, 21136, 3224, 1211, 10874, 28259, 14739, 5551, 39648, 23185, 4032, 9778, 1211, 9381, 8315], "avg_logprob": -0.21466778742300496, "compression_ratio": 1.4615384615384615, "no_speech_prob": 0.0, "words": [{"start": 981.58, "end": 982.0, "word": "جدّاش", "probability": 0.673095703125}, {"start": 982.0, "end": 982.3, "word": " قيمة", "probability": 0.9970703125}, {"start": 982.3, "end": 982.54, "word": " الـMew", "probability": 0.669952392578125}, {"start": 982.54, "end": 983.02, "word": " تبعته", "probability": 0.8623046875}, {"start": 983.02, "end": 983.7, "word": " بتصير", "probability": 0.8046875}, {"start": 983.7, "end": 984.36, "word": " الـMembership", "probability": 0.7342732747395834}, {"start": 984.36, "end": 984.9, "word": " Value", "probability": 0.82568359375}, {"start": 984.9, "end": 987.46, "word": " Okay،", "probability": 0.30224609375}, {"start": 987.46, "end": 987.88, "word": " الآن", "probability": 0.730224609375}, {"start": 987.88, "end": 989.44, "word": " كيف", "probability": 0.91748046875}, {"start": 989.44, "end": 989.68, "word": " ممكن", "probability": 0.983642578125}, {"start": 989.68, "end": 990.32, "word": " نمثل", "probability": 0.905029296875}, {"start": 990.32, "end": 992.18, "word": " الحقيقة", "probability": 0.9716796875}, {"start": 992.18, "end": 993.5, "word": " الـFuzzy", "probability": 0.870849609375}, {"start": 993.5, "end": 994.0, "word": " Set", "probability": 0.826171875}, {"start": 994.0, "end": 995.78, "word": " بالحسوب؟", "probability": 0.8501953125}, {"start": 995.78, "end": 996.48, "word": " بنمثله", "probability": 0.946533203125}, {"start": 996.48, "end": 996.98, "word": " زي", "probability": 0.78271484375}, {"start": 996.98, "end": 997.08, "word": " ما", "probability": 0.9921875}, {"start": 997.08, "end": 997.32, "word": " قلنا", "probability": 0.953125}, {"start": 997.32, "end": 997.46, "word": " من", "probability": 0.88037109375}, {"start": 997.46, "end": 997.72, "word": " خلال", "probability": 0.9908854166666666}, {"start": 997.72, "end": 997.9, "word": " أن", "probability": 0.368408203125}, {"start": 997.9, "end": 998.32, "word": " الـUniverse", "probability": 0.7880859375}, {"start": 998.32, "end": 998.5, "word": " of", "probability": 0.75048828125}, {"start": 998.5, "end": 998.86, "word": " Discourse", "probability": 0.693359375}, {"start": 998.86, "end": 999.66, "word": " تبعتنا،", "probability": 0.843115234375}, {"start": 999.66, "end": 999.8, "word": " طبعا", "probability": 0.90966796875}, {"start": 999.8, "end": 999.9, "word": " مش", "probability": 0.76123046875}, {"start": 999.9, "end": 1000.52, "word": " هتكلم", "probability": 0.9552001953125}, {"start": 1000.52, "end": 1000.72, "word": " عن", "probability": 0.99560546875}, {"start": 1000.72, "end": 1001.26, "word": " الـCrisp", "probability": 0.84677734375}, {"start": 1001.26, "end": 1001.8, "word": " لأنه", "probability": 0.8116861979166666}, {"start": 1001.8, "end": 1002.16, "word": " من", "probability": 0.97412109375}, {"start": 1002.16, "end": 1002.48, "word": " السهل", "probability": 0.9871419270833334}, {"start": 1002.48, "end": 1002.72, "word": " جدا", "probability": 0.972900390625}, {"start": 1002.72, "end": 1002.84, "word": " أن", "probability": 0.546875}, {"start": 1002.84, "end": 1003.0, "word": " أقول", "probability": 0.8125}, {"start": 1003.0, "end": 1003.36, "word": " 01", "probability": 0.73486328125}, {"start": 1003.36, "end": 1004.1, "word": " وخلصنا", "probability": 0.943359375}], "temperature": 1.0}, {"id": 45, "seek": 102198, "start": 1004.9, "end": 1021.98, "text": "عامة بتكلم عن إذا كان ال universe of discourse تبعنا مجموعة men ال men هدولة كل واحد منه إله ال height تبعه الخاص فيه و ممكن نعبر عنها بمجموعة كلمة ممكن أقول short", "tokens": [3615, 10943, 3660, 39894, 4117, 19528, 18871, 11933, 15730, 25961, 2423, 6445, 295, 23938, 6055, 3555, 3615, 8315, 3714, 7435, 2304, 2407, 27884, 1706, 2423, 1706, 8032, 3215, 12610, 3660, 28242, 36764, 24401, 9154, 3224, 11933, 43761, 2423, 6681, 6055, 3555, 3615, 3224, 33962, 33546, 8978, 3224, 4032, 3714, 43020, 8717, 3615, 26890, 18871, 11296, 4724, 2304, 7435, 2304, 2407, 27884, 9122, 19528, 3660, 3714, 43020, 5551, 39648, 2099], "avg_logprob": -0.18459821066686086, "compression_ratio": 1.5176470588235293, "no_speech_prob": 0.0, "words": [{"start": 1004.9, "end": 1005.2, "word": "عامة", "probability": 0.8772786458333334}, {"start": 1005.2, "end": 1005.58, "word": " بتكلم", "probability": 0.7939453125}, {"start": 1005.58, "end": 1005.8, "word": " عن", "probability": 0.970703125}, {"start": 1005.8, "end": 1006.26, "word": " إذا", "probability": 0.82861328125}, {"start": 1006.26, "end": 1006.42, "word": " كان", "probability": 0.994140625}, {"start": 1006.42, "end": 1006.5, "word": " ال", "probability": 0.8564453125}, {"start": 1006.5, "end": 1006.78, "word": " universe", "probability": 0.56103515625}, {"start": 1006.78, "end": 1006.98, "word": " of", "probability": 0.94970703125}, {"start": 1006.98, "end": 1007.3, "word": " discourse", "probability": 0.9365234375}, {"start": 1007.3, "end": 1008.36, "word": " تبعنا", "probability": 0.8685302734375}, {"start": 1008.36, "end": 1009.98, "word": " مجموعة", "probability": 0.8853515625}, {"start": 1009.98, "end": 1011.56, "word": " men", "probability": 0.302490234375}, {"start": 1011.56, "end": 1012.52, "word": " ال", "probability": 0.479248046875}, {"start": 1012.52, "end": 1012.74, "word": " men", "probability": 0.57568359375}, {"start": 1012.74, "end": 1013.44, "word": " هدولة", "probability": 0.9058837890625}, {"start": 1013.44, "end": 1013.92, "word": " كل", "probability": 0.88916015625}, {"start": 1013.92, "end": 1014.66, "word": " واحد", "probability": 0.9931640625}, {"start": 1014.66, "end": 1014.98, "word": " منه", "probability": 0.8798828125}, {"start": 1014.98, "end": 1015.28, "word": " إله", "probability": 0.5703125}, {"start": 1015.28, "end": 1016.22, "word": " ال", "probability": 0.88037109375}, {"start": 1016.22, "end": 1016.74, "word": " height", "probability": 0.5283203125}, {"start": 1016.74, "end": 1017.12, "word": " تبعه", "probability": 0.921142578125}, {"start": 1017.12, "end": 1017.44, "word": " الخاص", "probability": 0.922607421875}, {"start": 1017.44, "end": 1017.96, "word": " فيه", "probability": 0.945556640625}, {"start": 1017.96, "end": 1018.26, "word": " و", "probability": 0.8984375}, {"start": 1018.26, "end": 1018.6, "word": " ممكن", "probability": 0.815185546875}, {"start": 1018.6, "end": 1019.14, "word": " نعبر", "probability": 0.7765299479166666}, {"start": 1019.14, "end": 1019.62, "word": " عنها", "probability": 0.995849609375}, {"start": 1019.62, "end": 1020.72, "word": " بمجموعة", "probability": 0.95361328125}, {"start": 1020.72, "end": 1021.1, "word": " كلمة", "probability": 0.8235677083333334}, {"start": 1021.1, "end": 1021.32, "word": " ممكن", "probability": 0.942138671875}, {"start": 1021.32, "end": 1021.52, "word": " أقول", "probability": 0.887451171875}, {"start": 1021.52, "end": 1021.98, "word": " short", "probability": 0.62646484375}], "temperature": 1.0}, {"id": 46, "seek": 103546, "start": 1022.74, "end": 1035.46, "text": "ممكن أقول average أو ممكن أقول tall، men بمعنى رجال طوال، رجال متوسطين، رجال قاصرين أو قصير، بينعبر عنها بحيث أنه لو قلنا الآن", "tokens": [2304, 43020, 5551, 39648, 4274, 34051, 3714, 43020, 5551, 39648, 6764, 12399, 1706, 4724, 2304, 3615, 1863, 7578, 12602, 7435, 6027, 23032, 2407, 6027, 12399, 12602, 7435, 6027, 44650, 41779, 9566, 9957, 12399, 12602, 7435, 6027, 12174, 33546, 2288, 9957, 34051, 12174, 9381, 13546, 12399, 49374, 3615, 26890, 18871, 11296, 4724, 5016, 1829, 12984, 14739, 3224, 45164, 12174, 1211, 8315, 6024, 48506], "avg_logprob": -0.1913442431934296, "compression_ratio": 1.5140845070422535, "no_speech_prob": 0.0, "words": [{"start": 1022.74, "end": 1022.96, "word": "ممكن", "probability": 0.89013671875}, {"start": 1022.96, "end": 1023.38, "word": " أقول", "probability": 0.75}, {"start": 1023.38, "end": 1023.84, "word": " average", "probability": 0.712890625}, {"start": 1023.84, "end": 1024.18, "word": " أو", "probability": 0.671875}, {"start": 1024.18, "end": 1024.36, "word": " ممكن", "probability": 0.61248779296875}, {"start": 1024.36, "end": 1024.66, "word": " أقول", "probability": 0.94091796875}, {"start": 1024.66, "end": 1025.76, "word": " tall،", "probability": 0.55938720703125}, {"start": 1025.76, "end": 1026.1, "word": " men", "probability": 0.46630859375}, {"start": 1026.1, "end": 1026.96, "word": " بمعنى", "probability": 0.96796875}, {"start": 1026.96, "end": 1027.3, "word": " رجال", "probability": 0.9148763020833334}, {"start": 1027.3, "end": 1027.84, "word": " طوال،", "probability": 0.9229736328125}, {"start": 1027.84, "end": 1028.08, "word": " رجال", "probability": 0.8341471354166666}, {"start": 1028.08, "end": 1028.72, "word": " متوسطين،", "probability": 0.96982421875}, {"start": 1028.72, "end": 1029.4, "word": " رجال", "probability": 0.9430338541666666}, {"start": 1029.4, "end": 1030.9, "word": " قاصرين", "probability": 0.89306640625}, {"start": 1030.9, "end": 1031.06, "word": " أو", "probability": 0.94921875}, {"start": 1031.06, "end": 1032.12, "word": " قصير،", "probability": 0.9039306640625}, {"start": 1032.12, "end": 1033.42, "word": " بينعبر", "probability": 0.751708984375}, {"start": 1033.42, "end": 1033.86, "word": " عنها", "probability": 0.99755859375}, {"start": 1033.86, "end": 1034.44, "word": " بحيث", "probability": 0.943115234375}, {"start": 1034.44, "end": 1034.62, "word": " أنه", "probability": 0.5860595703125}, {"start": 1034.62, "end": 1034.76, "word": " لو", "probability": 0.97509765625}, {"start": 1034.76, "end": 1035.1, "word": " قلنا", "probability": 0.919921875}, {"start": 1035.1, "end": 1035.46, "word": " الآن", "probability": 0.7431640625}], "temperature": 1.0}, {"id": 47, "seek": 106224, "start": 1037.82, "end": 1062.24, "text": "رجل وجينا جثن طوله لجينا مية أربعة و تمانين for example مية أربعة و تمانين tall is membership بنيجي نحسبها الآن جداش هو ممكن يكون فعلا tall فبقدر أقول جداش يعطينا هنا القيمة ال average ك average man هو ضمن ال average المتوسط بنسبة واحد من عشرة", "tokens": [47341, 1211, 49610, 1829, 8315, 10874, 12984, 1863, 23032, 12610, 3224, 5296, 7435, 1829, 8315, 3714, 10632, 5551, 25513, 27884, 4032, 46811, 7649, 9957, 337, 1365, 3714, 10632, 5551, 25513, 27884, 4032, 46811, 7649, 9957, 6764, 307, 16560, 44945, 1829, 7435, 1829, 8717, 5016, 35457, 11296, 6024, 48506, 10874, 3215, 33599, 31439, 3714, 43020, 7251, 30544, 6156, 3615, 15040, 6764, 6156, 3555, 28543, 2288, 5551, 39648, 10874, 3215, 33599, 37495, 9566, 1829, 8315, 34105, 25062, 32640, 3660, 2423, 4274, 9122, 4274, 587, 31439, 48812, 27842, 2423, 4274, 9673, 2655, 41779, 9566, 44945, 35457, 3660, 36764, 24401, 9154, 6225, 8592, 25720], "avg_logprob": -0.16058168493875183, "compression_ratio": 1.7155555555555555, "no_speech_prob": 0.0, "words": [{"start": 1037.82, "end": 1038.78, "word": "رجل", "probability": 0.890380859375}, {"start": 1038.78, "end": 1039.44, "word": " وجينا", "probability": 0.791015625}, {"start": 1039.44, "end": 1039.72, "word": " جثن", "probability": 0.7543131510416666}, {"start": 1039.72, "end": 1040.1, "word": " طوله", "probability": 0.9762369791666666}, {"start": 1040.1, "end": 1040.4, "word": " لجينا", "probability": 0.7652587890625}, {"start": 1040.4, "end": 1040.56, "word": " مية", "probability": 0.56787109375}, {"start": 1040.56, "end": 1040.76, "word": " أربعة", "probability": 0.86474609375}, {"start": 1040.76, "end": 1040.86, "word": " و", "probability": 0.6669921875}, {"start": 1040.86, "end": 1041.22, "word": " تمانين", "probability": 0.9200846354166666}, {"start": 1041.22, "end": 1041.82, "word": " for", "probability": 0.708984375}, {"start": 1041.82, "end": 1042.3, "word": " example", "probability": 0.9716796875}, {"start": 1042.3, "end": 1042.82, "word": " مية", "probability": 0.7509765625}, {"start": 1042.82, "end": 1043.08, "word": " أربعة", "probability": 0.9405924479166666}, {"start": 1043.08, "end": 1043.18, "word": " و", "probability": 0.908203125}, {"start": 1043.18, "end": 1043.66, "word": " تمانين", "probability": 0.9786783854166666}, {"start": 1043.66, "end": 1044.34, "word": " tall", "probability": 0.92822265625}, {"start": 1044.34, "end": 1045.32, "word": " is", "probability": 0.81298828125}, {"start": 1045.32, "end": 1045.76, "word": " membership", "probability": 0.59375}, {"start": 1045.76, "end": 1046.92, "word": " بنيجي", "probability": 0.8204345703125}, {"start": 1046.92, "end": 1047.42, "word": " نحسبها", "probability": 0.9906005859375}, {"start": 1047.42, "end": 1047.68, "word": " الآن", "probability": 0.7705078125}, {"start": 1047.68, "end": 1048.16, "word": " جداش", "probability": 0.7425130208333334}, {"start": 1048.16, "end": 1048.54, "word": " هو", "probability": 0.98876953125}, {"start": 1048.54, "end": 1049.3, "word": " ممكن", "probability": 0.989501953125}, {"start": 1049.3, "end": 1049.82, "word": " يكون", "probability": 0.99658203125}, {"start": 1049.82, "end": 1050.74, "word": " فعلا", "probability": 0.9313151041666666}, {"start": 1050.74, "end": 1051.36, "word": " tall", "probability": 0.93603515625}, {"start": 1051.36, "end": 1052.12, "word": " فبقدر", "probability": 0.963623046875}, {"start": 1052.12, "end": 1052.46, "word": " أقول", "probability": 0.88427734375}, {"start": 1052.46, "end": 1052.98, "word": " جداش", "probability": 0.9054361979166666}, {"start": 1052.98, "end": 1053.38, "word": " يعطينا", "probability": 0.822509765625}, {"start": 1053.38, "end": 1053.56, "word": " هنا", "probability": 0.6796875}, {"start": 1053.56, "end": 1054.02, "word": " القيمة", "probability": 0.9609375}, {"start": 1054.02, "end": 1054.24, "word": " ال", "probability": 0.93603515625}, {"start": 1054.24, "end": 1054.72, "word": " average", "probability": 0.74609375}, {"start": 1054.72, "end": 1055.3, "word": " ك", "probability": 0.7197265625}, {"start": 1055.3, "end": 1055.76, "word": " average", "probability": 0.748046875}, {"start": 1055.76, "end": 1056.22, "word": " man", "probability": 0.306396484375}, {"start": 1056.22, "end": 1056.62, "word": " هو", "probability": 0.98828125}, {"start": 1056.62, "end": 1056.96, "word": " ضمن", "probability": 0.984375}, {"start": 1056.96, "end": 1057.72, "word": " ال", "probability": 0.990234375}, {"start": 1057.72, "end": 1058.1, "word": " average", "probability": 0.81640625}, {"start": 1058.1, "end": 1059.0, "word": " المتوسط", "probability": 0.992919921875}, {"start": 1059.0, "end": 1060.16, "word": " بنسبة", "probability": 0.9078776041666666}, {"start": 1060.16, "end": 1061.2, "word": " واحد", "probability": 0.979736328125}, {"start": 1061.2, "end": 1061.84, "word": " من", "probability": 0.99365234375}, {"start": 1061.84, "end": 1062.24, "word": " عشرة", "probability": 0.9007161458333334}], "temperature": 1.0}, {"id": 48, "seek": 108117, "start": 1062.85, "end": 1081.17, "text": "فبقدر اعطيه 0.1 ان هو ضمن ال category او ال relation average و في نفس الواجهة هو نفسه ايضا هو member او عضو في الطول من بنسبة او ب degree 0.4", "tokens": [5172, 3555, 28543, 2288, 1975, 3615, 9566, 1829, 3224, 1958, 13, 16, 16472, 31439, 48812, 27842, 2423, 7719, 1975, 2407, 2423, 9721, 4274, 4032, 8978, 8717, 36178, 2423, 2407, 26108, 3224, 3660, 31439, 8717, 36178, 3224, 1975, 1829, 11242, 995, 31439, 4006, 1975, 2407, 6225, 11242, 2407, 8978, 41950, 12610, 9154, 44945, 35457, 3660, 1975, 2407, 4724, 4314, 1958, 13, 19], "avg_logprob": -0.2142137108791259, "compression_ratio": 1.37012987012987, "no_speech_prob": 0.0, "words": [{"start": 1062.85, "end": 1063.35, "word": "فبقدر", "probability": 0.827392578125}, {"start": 1063.35, "end": 1063.65, "word": " اعطيه", "probability": 0.76513671875}, {"start": 1063.65, "end": 1063.79, "word": " 0", "probability": 0.305419921875}, {"start": 1063.79, "end": 1064.39, "word": ".1", "probability": 0.98486328125}, {"start": 1064.39, "end": 1064.97, "word": " ان", "probability": 0.63427734375}, {"start": 1064.97, "end": 1065.17, "word": " هو", "probability": 0.94580078125}, {"start": 1065.17, "end": 1065.61, "word": " ضمن", "probability": 0.981201171875}, {"start": 1065.61, "end": 1065.97, "word": " ال", "probability": 0.89599609375}, {"start": 1065.97, "end": 1066.43, "word": " category", "probability": 0.8291015625}, {"start": 1066.43, "end": 1067.25, "word": " او", "probability": 0.75390625}, {"start": 1067.25, "end": 1067.83, "word": " ال", "probability": 0.70556640625}, {"start": 1067.83, "end": 1069.35, "word": " relation", "probability": 0.93115234375}, {"start": 1069.35, "end": 1070.91, "word": " average", "probability": 0.759765625}, {"start": 1070.91, "end": 1071.37, "word": " و", "probability": 0.7216796875}, {"start": 1071.37, "end": 1071.47, "word": " في", "probability": 0.61572265625}, {"start": 1071.47, "end": 1071.69, "word": " نفس", "probability": 0.993408203125}, {"start": 1071.69, "end": 1072.01, "word": " الواجهة", "probability": 0.641845703125}, {"start": 1072.01, "end": 1072.21, "word": " هو", "probability": 0.92626953125}, {"start": 1072.21, "end": 1072.87, "word": " نفسه", "probability": 0.9918619791666666}, {"start": 1072.87, "end": 1073.45, "word": " ايضا", "probability": 0.9268798828125}, {"start": 1073.45, "end": 1073.91, "word": " هو", "probability": 0.89794921875}, {"start": 1073.91, "end": 1074.43, "word": " member", "probability": 0.97412109375}, {"start": 1074.43, "end": 1075.33, "word": " او", "probability": 0.938232421875}, {"start": 1075.33, "end": 1075.75, "word": " عضو", "probability": 0.9444986979166666}, {"start": 1075.75, "end": 1076.29, "word": " في", "probability": 0.9755859375}, {"start": 1076.29, "end": 1077.11, "word": " الطول", "probability": 0.6815185546875}, {"start": 1077.11, "end": 1077.75, "word": " من", "probability": 0.958984375}, {"start": 1077.75, "end": 1078.85, "word": " بنسبة", "probability": 0.8859049479166666}, {"start": 1078.85, "end": 1079.05, "word": " او", "probability": 0.889404296875}, {"start": 1079.05, "end": 1079.17, "word": " ب", "probability": 0.33544921875}, {"start": 1079.17, "end": 1079.59, "word": " degree", "probability": 0.98779296875}, {"start": 1079.59, "end": 1080.35, "word": " 0", "probability": 0.8828125}, {"start": 1080.35, "end": 1081.17, "word": ".4", "probability": 0.99462890625}], "temperature": 1.0}, {"id": 49, "seek": 111102, "start": 1081.8, "end": 1111.02, "text": "فصار فيه two degrees هو ينتمي للحالتين لأن هو أصلا between them هو بين هذا وبين هذا بقدرش أنه أنسبه ل category والتانية لأ بشكل كامل لأ هو between them هو بين المتوسط للطويل بين المتوسط للطويل جدش ميوله للمتوسط point one الدرجة تبعته degree of membership جدش درجة انتماء لهذه الفئة فئة المتوسط واحد من عشرة جدش انتماء له فئة طويل أربعة من عشرة", "tokens": [5172, 9381, 9640, 8978, 3224, 732, 5310, 31439, 7251, 29399, 2304, 1829, 24976, 5016, 6027, 2655, 9957, 5296, 33456, 31439, 5551, 9381, 15040, 1296, 552, 31439, 49374, 23758, 46599, 9957, 23758, 4724, 28543, 2288, 8592, 14739, 3224, 14739, 35457, 3224, 5296, 7719, 16070, 2655, 7649, 10632, 5296, 10721, 4724, 8592, 28820, 9122, 10943, 1211, 5296, 10721, 31439, 1296, 552, 31439, 49374, 9673, 2655, 41779, 9566, 24976, 9566, 2407, 26895, 49374, 9673, 2655, 41779, 9566, 24976, 9566, 2407, 26895, 10874, 3215, 8592, 3714, 1829, 12610, 3224, 5296, 19528, 2655, 41779, 9566, 935, 472, 32748, 47341, 3660, 6055, 3555, 34268, 3224, 4314, 295, 16560, 10874, 3215, 8592, 11778, 47341, 3660, 16472, 39237, 16606, 46740, 24192, 27188, 19986, 3660, 6156, 19986, 3660, 9673, 2655, 41779, 9566, 36764, 24401, 9154, 6225, 8592, 25720, 10874, 3215, 8592, 16472, 39237, 16606, 46740, 6156, 19986, 3660, 23032, 2407, 26895, 5551, 25513, 27884, 9154, 6225, 8592, 25720], "avg_logprob": -0.14583333412806193, "compression_ratio": 2.0144927536231885, "no_speech_prob": 0.0, "words": [{"start": 1081.8, "end": 1082.44, "word": "فصار", "probability": 0.7396647135416666}, {"start": 1082.44, "end": 1082.62, "word": " فيه", "probability": 0.6220703125}, {"start": 1082.62, "end": 1083.02, "word": " two", "probability": 0.77880859375}, {"start": 1083.02, "end": 1083.5, "word": " degrees", "probability": 0.96240234375}, {"start": 1083.5, "end": 1083.86, "word": " هو", "probability": 0.87890625}, {"start": 1083.86, "end": 1084.26, "word": " ينتمي", "probability": 0.76129150390625}, {"start": 1084.26, "end": 1084.88, "word": " للحالتين", "probability": 0.816455078125}, {"start": 1084.88, "end": 1085.26, "word": " لأن", "probability": 0.771728515625}, {"start": 1085.26, "end": 1085.38, "word": " هو", "probability": 0.60986328125}, {"start": 1085.38, "end": 1085.62, "word": " أصلا", "probability": 0.7581380208333334}, {"start": 1085.62, "end": 1085.84, "word": " between", "probability": 0.880859375}, {"start": 1085.84, "end": 1086.24, "word": " them", "probability": 0.91357421875}, {"start": 1086.24, "end": 1086.56, "word": " هو", "probability": 0.92626953125}, {"start": 1086.56, "end": 1086.74, "word": " بين", "probability": 0.978515625}, {"start": 1086.74, "end": 1086.9, "word": " هذا", "probability": 0.755859375}, {"start": 1086.9, "end": 1087.12, "word": " وبين", "probability": 0.7379150390625}, {"start": 1087.12, "end": 1087.38, "word": " هذا", "probability": 0.9443359375}, {"start": 1087.38, "end": 1088.04, "word": " بقدرش", "probability": 0.780426025390625}, {"start": 1088.04, "end": 1088.26, "word": " أنه", "probability": 0.688720703125}, {"start": 1088.26, "end": 1088.68, "word": " أنسبه", "probability": 0.8406575520833334}, {"start": 1088.68, "end": 1088.8, "word": " ل", "probability": 0.875}, {"start": 1088.8, "end": 1089.8, "word": " category", "probability": 0.340087890625}, {"start": 1089.8, "end": 1090.54, "word": " والتانية", "probability": 0.8731689453125}, {"start": 1090.54, "end": 1090.86, "word": " لأ", "probability": 0.97119140625}, {"start": 1090.86, "end": 1091.44, "word": " بشكل", "probability": 0.97265625}, {"start": 1091.44, "end": 1091.84, "word": " كامل", "probability": 0.9967447916666666}, {"start": 1091.84, "end": 1092.2, "word": " لأ", "probability": 0.9296875}, {"start": 1092.2, "end": 1092.34, "word": " هو", "probability": 0.9658203125}, {"start": 1092.34, "end": 1092.68, "word": " between", "probability": 0.953125}, {"start": 1092.68, "end": 1093.0, "word": " them", "probability": 0.912109375}, {"start": 1093.0, "end": 1093.18, "word": " هو", "probability": 0.94775390625}, {"start": 1093.18, "end": 1093.52, "word": " بين", "probability": 0.9775390625}, {"start": 1093.52, "end": 1094.9, "word": " المتوسط", "probability": 0.9879150390625}, {"start": 1094.9, "end": 1095.84, "word": " للطويل", "probability": 0.8997802734375}, {"start": 1095.84, "end": 1096.12, "word": " بين", "probability": 0.56640625}, {"start": 1096.12, "end": 1096.66, "word": " المتوسط", "probability": 0.9954833984375}, {"start": 1096.66, "end": 1097.12, "word": " للطويل", "probability": 0.900634765625}, {"start": 1097.12, "end": 1097.82, "word": " جدش", "probability": 0.88330078125}, {"start": 1097.82, "end": 1099.0, "word": " ميوله", "probability": 0.98583984375}, {"start": 1099.0, "end": 1100.3, "word": " للمتوسط", "probability": 0.9357421875}, {"start": 1100.3, "end": 1100.56, "word": " point", "probability": 0.83349609375}, {"start": 1100.56, "end": 1100.88, "word": " one", "probability": 0.888671875}, {"start": 1100.88, "end": 1101.46, "word": " الدرجة", "probability": 0.9567057291666666}, {"start": 1101.46, "end": 1101.9, "word": " تبعته", "probability": 0.9195556640625}, {"start": 1101.9, "end": 1102.4, "word": " degree", "probability": 0.98046875}, {"start": 1102.4, "end": 1102.58, "word": " of", "probability": 0.96728515625}, {"start": 1102.58, "end": 1103.02, "word": " membership", "probability": 0.791015625}, {"start": 1103.02, "end": 1103.62, "word": " جدش", "probability": 0.9755859375}, {"start": 1103.62, "end": 1104.16, "word": " درجة", "probability": 0.9871419270833334}, {"start": 1104.16, "end": 1104.66, "word": " انتماء", "probability": 0.8670247395833334}, {"start": 1104.66, "end": 1105.06, "word": " لهذه", "probability": 0.7958984375}, {"start": 1105.06, "end": 1105.48, "word": " الفئة", "probability": 0.9581705729166666}, {"start": 1105.48, "end": 1106.02, "word": " فئة", "probability": 0.8473307291666666}, {"start": 1106.02, "end": 1106.68, "word": " المتوسط", "probability": 0.995849609375}, {"start": 1106.68, "end": 1107.28, "word": " واحد", "probability": 0.959228515625}, {"start": 1107.28, "end": 1107.4, "word": " من", "probability": 0.9921875}, {"start": 1107.4, "end": 1107.76, "word": " عشرة", "probability": 0.93359375}, {"start": 1107.76, "end": 1108.26, "word": " جدش", "probability": 0.9894205729166666}, {"start": 1108.26, "end": 1108.56, "word": " انتماء", "probability": 0.9563802083333334}, {"start": 1108.56, "end": 1108.66, "word": " له", "probability": 0.96728515625}, {"start": 1108.66, "end": 1108.92, "word": " فئة", "probability": 0.9031575520833334}, {"start": 1108.92, "end": 1109.36, "word": " طويل", "probability": 0.9410807291666666}, {"start": 1109.36, "end": 1110.24, "word": " أربعة", "probability": 0.8505859375}, {"start": 1110.24, "end": 1110.66, "word": " من", "probability": 0.99072265625}, {"start": 1110.66, "end": 1111.02, "word": " عشرة", "probability": 0.9366861979166666}], "temperature": 1.0}, {"id": 50, "seek": 114006, "start": 1111.76, "end": 1140.06, "text": "طبعاً بتكون واضحة من خلال الرسم اللي إحنا شايفينه إذا كان بدي أعمل crisp بمعنى مش هيكون فيه overlap crisp خلاص بحط حد معين بين short و average بحط خط و بس بين average و tall بحط خط و بس الآن الـ 184 في حالة زي هذه أكيد هيروح مع tall و بس و tall نقطة أما في الحالة التانية في الرسم اللي تحت و اللي واضح أنه هنا عاملين membership", "tokens": [9566, 3555, 3615, 995, 14111, 39894, 30544, 4032, 46958, 5016, 3660, 9154, 16490, 1211, 6027, 34892, 38251, 13672, 1829, 11933, 5016, 8315, 13412, 995, 33911, 9957, 3224, 11933, 15730, 25961, 4724, 16254, 5551, 25957, 1211, 22952, 4724, 2304, 3615, 1863, 7578, 37893, 39896, 30544, 8978, 3224, 19959, 22952, 16490, 1211, 33546, 4724, 5016, 9566, 11331, 3215, 20449, 9957, 49374, 2099, 4032, 4274, 4724, 5016, 9566, 16490, 9566, 4032, 4724, 3794, 49374, 4274, 4032, 6764, 4724, 5016, 9566, 16490, 9566, 4032, 4724, 3794, 6024, 48506, 2423, 39184, 2443, 19, 8978, 11331, 6027, 3660, 30767, 1829, 29538, 5551, 4117, 25708, 39896, 32887, 5016, 20449, 6764, 4032, 4724, 3794, 4032, 6764, 8717, 47432, 3660, 5551, 15042, 8978, 21542, 6027, 3660, 16712, 7649, 10632, 8978, 34892, 38251, 13672, 1829, 6055, 33753, 4032, 13672, 1829, 4032, 46958, 5016, 14739, 3224, 34105, 6225, 10943, 1211, 9957, 16560], "avg_logprob": -0.1368837988292667, "compression_ratio": 1.8222996515679442, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1111.76, "end": 1112.12, "word": "طبعاً", "probability": 0.785986328125}, {"start": 1112.12, "end": 1112.38, "word": " بتكون", "probability": 0.884765625}, {"start": 1112.38, "end": 1112.9, "word": " واضحة", "probability": 0.9652099609375}, {"start": 1112.9, "end": 1113.22, "word": " من", "probability": 0.97998046875}, {"start": 1113.22, "end": 1113.48, "word": " خلال", "probability": 0.9933268229166666}, {"start": 1113.48, "end": 1113.8, "word": " الرسم", "probability": 0.96142578125}, {"start": 1113.8, "end": 1113.92, "word": " اللي", "probability": 0.896728515625}, {"start": 1113.92, "end": 1114.08, "word": " إحنا", "probability": 0.7718098958333334}, {"start": 1114.08, "end": 1114.62, "word": " شايفينه", "probability": 0.97470703125}, {"start": 1114.62, "end": 1115.14, "word": " إذا", "probability": 0.9169921875}, {"start": 1115.14, "end": 1115.38, "word": " كان", "probability": 0.970703125}, {"start": 1115.38, "end": 1115.64, "word": " بدي", "probability": 0.812744140625}, {"start": 1115.64, "end": 1116.06, "word": " أعمل", "probability": 0.9724934895833334}, {"start": 1116.06, "end": 1116.78, "word": " crisp", "probability": 0.423095703125}, {"start": 1116.78, "end": 1117.5, "word": " بمعنى", "probability": 0.95791015625}, {"start": 1117.5, "end": 1117.64, "word": " مش", "probability": 0.927734375}, {"start": 1117.64, "end": 1117.9, "word": " هيكون", "probability": 0.810302734375}, {"start": 1117.9, "end": 1118.04, "word": " فيه", "probability": 0.80712890625}, {"start": 1118.04, "end": 1118.38, "word": " overlap", "probability": 0.666015625}, {"start": 1118.38, "end": 1119.04, "word": " crisp", "probability": 0.20361328125}, {"start": 1119.04, "end": 1119.46, "word": " خلاص", "probability": 0.97607421875}, {"start": 1119.46, "end": 1119.82, "word": " بحط", "probability": 0.9485677083333334}, {"start": 1119.82, "end": 1120.12, "word": " حد", "probability": 0.98681640625}, {"start": 1120.12, "end": 1120.66, "word": " معين", "probability": 0.987548828125}, {"start": 1120.66, "end": 1121.22, "word": " بين", "probability": 0.970703125}, {"start": 1121.22, "end": 1121.82, "word": " short", "probability": 0.947265625}, {"start": 1121.82, "end": 1122.08, "word": " و", "probability": 0.8359375}, {"start": 1122.08, "end": 1122.42, "word": " average", "probability": 0.75048828125}, {"start": 1122.42, "end": 1123.08, "word": " بحط", "probability": 0.7728678385416666}, {"start": 1123.08, "end": 1123.48, "word": " خط", "probability": 0.993896484375}, {"start": 1123.48, "end": 1123.76, "word": " و", "probability": 0.64599609375}, {"start": 1123.76, "end": 1124.08, "word": " بس", "probability": 0.967529296875}, {"start": 1124.08, "end": 1125.18, "word": " بين", "probability": 0.8642578125}, {"start": 1125.18, "end": 1125.7, "word": " average", "probability": 0.81201171875}, {"start": 1125.7, "end": 1126.04, "word": " و", "probability": 0.9765625}, {"start": 1126.04, "end": 1126.28, "word": " tall", "probability": 0.89501953125}, {"start": 1126.28, "end": 1126.8, "word": " بحط", "probability": 0.7557779947916666}, {"start": 1126.8, "end": 1127.12, "word": " خط", "probability": 0.994140625}, {"start": 1127.12, "end": 1127.36, "word": " و", "probability": 0.9833984375}, {"start": 1127.36, "end": 1127.7, "word": " بس", "probability": 0.984619140625}, {"start": 1127.7, "end": 1128.74, "word": " الآن", "probability": 0.7119140625}, {"start": 1128.74, "end": 1129.44, "word": " الـ", "probability": 0.694580078125}, {"start": 1129.44, "end": 1130.16, "word": " 184", "probability": 0.80517578125}, {"start": 1130.16, "end": 1130.32, "word": " في", "probability": 0.97509765625}, {"start": 1130.32, "end": 1130.62, "word": " حالة", "probability": 0.9957682291666666}, {"start": 1130.62, "end": 1130.78, "word": " زي", "probability": 0.95361328125}, {"start": 1130.78, "end": 1131.12, "word": " هذه", "probability": 0.92578125}, {"start": 1131.12, "end": 1131.76, "word": " أكيد", "probability": 0.9734700520833334}, {"start": 1131.76, "end": 1132.16, "word": " هيروح", "probability": 0.93994140625}, {"start": 1132.16, "end": 1132.4, "word": " مع", "probability": 0.98779296875}, {"start": 1132.4, "end": 1132.78, "word": " tall", "probability": 0.82763671875}, {"start": 1132.78, "end": 1132.92, "word": " و", "probability": 0.98095703125}, {"start": 1132.92, "end": 1133.3, "word": " بس", "probability": 0.944580078125}, {"start": 1133.3, "end": 1134.06, "word": " و", "probability": 0.47265625}, {"start": 1134.06, "end": 1134.28, "word": " tall", "probability": 0.76953125}, {"start": 1134.28, "end": 1134.84, "word": " نقطة", "probability": 0.9611002604166666}, {"start": 1134.84, "end": 1135.44, "word": " أما", "probability": 0.947998046875}, {"start": 1135.44, "end": 1135.56, "word": " في", "probability": 0.98095703125}, {"start": 1135.56, "end": 1135.88, "word": " الحالة", "probability": 0.9825846354166666}, {"start": 1135.88, "end": 1136.18, "word": " التانية", "probability": 0.9811197916666666}, {"start": 1136.18, "end": 1136.32, "word": " في", "probability": 0.81689453125}, {"start": 1136.32, "end": 1136.5, "word": " الرسم", "probability": 0.96337890625}, {"start": 1136.5, "end": 1136.64, "word": " اللي", "probability": 0.982666015625}, {"start": 1136.64, "end": 1136.98, "word": " تحت", "probability": 0.94775390625}, {"start": 1136.98, "end": 1137.36, "word": " و", "probability": 0.82080078125}, {"start": 1137.36, "end": 1137.58, "word": " اللي", "probability": 0.87255859375}, {"start": 1137.58, "end": 1138.0, "word": " واضح", "probability": 0.9860026041666666}, {"start": 1138.0, "end": 1138.22, "word": " أنه", "probability": 0.6556396484375}, {"start": 1138.22, "end": 1138.38, "word": " هنا", "probability": 0.9873046875}, {"start": 1138.38, "end": 1139.0, "word": " عاملين", "probability": 0.9306640625}, {"start": 1139.0, "end": 1140.06, "word": " membership", "probability": 0.544921875}], "temperature": 1.0}, {"id": 51, "seek": 116969, "start": 1140.77, "end": 1169.69, "text": "عملين مجموعة الـ Membership تبعتنا و هتيجي الـ 184 مع السهم اللي ظاهر اللي ظاهر عندنا في الرسمة اللي هو هنا هذه الـ 184 184 فبجي بشوف جداش قيمتها مع نلاحظ مع ال curve تبع tall 0.4 طيب جداش مع ال curve تبع", "tokens": [25957, 1211, 9957, 3714, 7435, 2304, 2407, 27884, 2423, 39184, 21495, 1210, 6055, 3555, 34268, 8315, 4032, 8032, 31371, 7435, 1829, 2423, 39184, 2443, 19, 20449, 21136, 16095, 13672, 1829, 1357, 116, 40294, 2288, 13672, 1829, 1357, 116, 40294, 2288, 43242, 8315, 8978, 34892, 38251, 3660, 13672, 1829, 31439, 34105, 29538, 2423, 39184, 2443, 19, 2443, 19, 6156, 3555, 7435, 1829, 4724, 8592, 38688, 10874, 3215, 33599, 12174, 32640, 2655, 11296, 20449, 8717, 15040, 5016, 19913, 20449, 2423, 7605, 6055, 3555, 3615, 6764, 1958, 13, 19, 23032, 1829, 3555, 10874, 3215, 33599, 20449, 2423, 7605, 6055, 3555, 3615], "avg_logprob": -0.19633837872081333, "compression_ratio": 1.6923076923076923, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1140.77, "end": 1141.25, "word": "عملين", "probability": 0.7962239583333334}, {"start": 1141.25, "end": 1141.65, "word": " مجموعة", "probability": 0.926171875}, {"start": 1141.65, "end": 1141.97, "word": " الـ", "probability": 0.75537109375}, {"start": 1141.97, "end": 1142.65, "word": " Membership", "probability": 0.6488037109375}, {"start": 1142.65, "end": 1143.19, "word": " تبعتنا", "probability": 0.9305419921875}, {"start": 1143.19, "end": 1144.21, "word": " و", "probability": 0.45947265625}, {"start": 1144.21, "end": 1144.55, "word": " هتيجي", "probability": 0.8560791015625}, {"start": 1144.55, "end": 1144.69, "word": " الـ", "probability": 0.6767578125}, {"start": 1144.69, "end": 1145.51, "word": " 184", "probability": 0.883056640625}, {"start": 1145.51, "end": 1146.03, "word": " مع", "probability": 0.9326171875}, {"start": 1146.03, "end": 1146.43, "word": " السهم", "probability": 0.952880859375}, {"start": 1146.43, "end": 1146.61, "word": " اللي", "probability": 0.906005859375}, {"start": 1146.61, "end": 1147.09, "word": " ظاهر", "probability": 0.9229736328125}, {"start": 1147.09, "end": 1147.49, "word": " اللي", "probability": 0.7332763671875}, {"start": 1147.49, "end": 1147.79, "word": " ظاهر", "probability": 0.9345703125}, {"start": 1147.79, "end": 1148.13, "word": " عندنا", "probability": 0.85791015625}, {"start": 1148.13, "end": 1148.33, "word": " في", "probability": 0.88427734375}, {"start": 1148.33, "end": 1148.95, "word": " الرسمة", "probability": 0.9622395833333334}, {"start": 1148.95, "end": 1149.23, "word": " اللي", "probability": 0.96875}, {"start": 1149.23, "end": 1149.41, "word": " هو", "probability": 0.90869140625}, {"start": 1149.41, "end": 1149.71, "word": " هنا", "probability": 0.99072265625}, {"start": 1149.71, "end": 1151.87, "word": " هذه", "probability": 0.327880859375}, {"start": 1151.87, "end": 1152.15, "word": " الـ", "probability": 0.5947265625}, {"start": 1152.15, "end": 1154.53, "word": " 184", "probability": 0.93115234375}, {"start": 1154.53, "end": 1155.71, "word": " 184", "probability": 0.6697998046875}, {"start": 1155.71, "end": 1156.19, "word": " فبجي", "probability": 0.7706298828125}, {"start": 1156.19, "end": 1156.45, "word": " بشوف", "probability": 0.9620768229166666}, {"start": 1156.45, "end": 1156.75, "word": " جداش", "probability": 0.5613606770833334}, {"start": 1156.75, "end": 1157.33, "word": " قيمتها", "probability": 0.9805908203125}, {"start": 1157.33, "end": 1158.75, "word": " مع", "probability": 0.96435546875}, {"start": 1158.75, "end": 1160.21, "word": " نلاحظ", "probability": 0.80267333984375}, {"start": 1160.21, "end": 1160.45, "word": " مع", "probability": 0.95166015625}, {"start": 1160.45, "end": 1160.65, "word": " ال", "probability": 0.91943359375}, {"start": 1160.65, "end": 1161.07, "word": " curve", "probability": 0.83642578125}, {"start": 1161.07, "end": 1161.73, "word": " تبع", "probability": 0.9215494791666666}, {"start": 1161.73, "end": 1162.95, "word": " tall", "probability": 0.359619140625}, {"start": 1162.95, "end": 1165.61, "word": " 0", "probability": 0.384521484375}, {"start": 1165.61, "end": 1167.03, "word": ".4", "probability": 0.978271484375}, {"start": 1167.03, "end": 1168.05, "word": " طيب", "probability": 0.9480794270833334}, {"start": 1168.05, "end": 1168.55, "word": " جداش", "probability": 0.9267578125}, {"start": 1168.55, "end": 1168.75, "word": " مع", "probability": 0.9921875}, {"start": 1168.75, "end": 1168.95, "word": " ال", "probability": 0.95751953125}, {"start": 1168.95, "end": 1169.25, "word": " curve", "probability": 0.96826171875}, {"start": 1169.25, "end": 1169.69, "word": " تبع", "probability": 0.9812825520833334}], "temperature": 1.0}, {"id": 52, "seek": 118666, "start": 1171.6, "end": 1186.66, "text": "Average هيجي عند النقطة هذه 0.1 فبقدر اقول ال degree ل ال membership جداش درجة انتمائه لهذه ال set", "tokens": [32, 3623, 39896, 7435, 1829, 43242, 28239, 47432, 3660, 29538, 1958, 13, 16, 6156, 3555, 28543, 2288, 1975, 39648, 2423, 4314, 5296, 2423, 16560, 10874, 3215, 33599, 11778, 47341, 3660, 16472, 39237, 16373, 3224, 46740, 24192, 2423, 992], "avg_logprob": -0.3409455189338097, "compression_ratio": 1.1640625, "no_speech_prob": 0.0, "words": [{"start": 1171.6, "end": 1172.18, "word": "Average", "probability": 0.55902099609375}, {"start": 1172.18, "end": 1173.2, "word": " هيجي", "probability": 0.5147705078125}, {"start": 1173.2, "end": 1173.36, "word": " عند", "probability": 0.92578125}, {"start": 1173.36, "end": 1173.8, "word": " النقطة", "probability": 0.9724934895833334}, {"start": 1173.8, "end": 1174.12, "word": " هذه", "probability": 0.810546875}, {"start": 1174.12, "end": 1175.4, "word": " 0", "probability": 0.404296875}, {"start": 1175.4, "end": 1176.1, "word": ".1", "probability": 0.984619140625}, {"start": 1176.1, "end": 1176.86, "word": " فبقدر", "probability": 0.9254150390625}, {"start": 1176.86, "end": 1177.06, "word": " اقول", "probability": 0.722412109375}, {"start": 1177.06, "end": 1177.2, "word": " ال", "probability": 0.78857421875}, {"start": 1177.2, "end": 1177.62, "word": " degree", "probability": 0.98095703125}, {"start": 1177.62, "end": 1178.36, "word": " ل", "probability": 0.54296875}, {"start": 1178.36, "end": 1178.46, "word": " ال", "probability": 0.472412109375}, {"start": 1178.46, "end": 1178.92, "word": " membership", "probability": 0.75244140625}, {"start": 1178.92, "end": 1179.7, "word": " جداش", "probability": 0.6168619791666666}, {"start": 1179.7, "end": 1180.46, "word": " درجة", "probability": 0.9912109375}, {"start": 1180.46, "end": 1181.24, "word": " انتمائه", "probability": 0.84228515625}, {"start": 1181.24, "end": 1185.92, "word": " لهذه", "probability": 0.742431640625}, {"start": 1185.92, "end": 1186.44, "word": " ال", "probability": 0.814453125}, {"start": 1186.44, "end": 1186.66, "word": " set", "probability": 0.912109375}], "temperature": 1.0}, {"id": 53, "seek": 121826, "start": 1189.06, "end": 1218.26, "text": "نفس الكلام ممكن يكون بأشكال مختلفة انه اقول crisp هي المناطق السودة اللي جوا على اعتبار ان كل ال elements هنا هي مية في المية تنتمي لهذه ال set او لهذه المجموعة النقطة هذه كل اللي موجودين هنا هم ينتموا للمجموعة بشكل كامل طيب كل اللي موجودين في الأبيض هم لا ينتموا للمجموعة بشكل كامل ولكن في ال gray color", "tokens": [1863, 36178, 2423, 28820, 10943, 3714, 43020, 7251, 30544, 4724, 10721, 8592, 4117, 6027, 3714, 46456, 46538, 3660, 16472, 3224, 1975, 39648, 22952, 39896, 9673, 1863, 41193, 4587, 21136, 23328, 3660, 13672, 1829, 10874, 14407, 15844, 1975, 34268, 3555, 9640, 16472, 28242, 2423, 4959, 34105, 39896, 3714, 10632, 8978, 9673, 10632, 6055, 29399, 2304, 1829, 46740, 24192, 2423, 992, 1975, 2407, 46740, 24192, 9673, 7435, 2304, 2407, 27884, 28239, 47432, 3660, 29538, 28242, 13672, 1829, 3714, 29245, 23328, 9957, 34105, 8032, 2304, 7251, 29399, 2304, 14407, 5296, 19528, 7435, 2304, 2407, 27884, 4724, 8592, 28820, 9122, 10943, 1211, 23032, 1829, 3555, 28242, 13672, 1829, 3714, 29245, 23328, 9957, 8978, 16247, 21292, 11242, 8032, 2304, 20193, 7251, 29399, 2304, 14407, 5296, 19528, 7435, 2304, 2407, 27884, 4724, 8592, 28820, 9122, 10943, 1211, 35525, 19452, 8978, 2423, 10855, 2017], "avg_logprob": -0.09997735204903976, "compression_ratio": 2.0549019607843135, "no_speech_prob": 0.0, "words": [{"start": 1189.06, "end": 1189.46, "word": "نفس", "probability": 0.90283203125}, {"start": 1189.46, "end": 1189.86, "word": " الكلام", "probability": 0.9563802083333334}, {"start": 1189.86, "end": 1190.18, "word": " ممكن", "probability": 0.927490234375}, {"start": 1190.18, "end": 1190.58, "word": " يكون", "probability": 0.989501953125}, {"start": 1190.58, "end": 1191.28, "word": " بأشكال", "probability": 0.971484375}, {"start": 1191.28, "end": 1191.9, "word": " مختلفة", "probability": 0.994140625}, {"start": 1191.9, "end": 1192.24, "word": " انه", "probability": 0.55712890625}, {"start": 1192.24, "end": 1192.46, "word": " اقول", "probability": 0.85546875}, {"start": 1192.46, "end": 1193.02, "word": " crisp", "probability": 0.36279296875}, {"start": 1193.02, "end": 1194.36, "word": " هي", "probability": 0.86279296875}, {"start": 1194.36, "end": 1195.8, "word": " المناطق", "probability": 0.954833984375}, {"start": 1195.8, "end": 1196.82, "word": " السودة", "probability": 0.8445638020833334}, {"start": 1196.82, "end": 1196.96, "word": " اللي", "probability": 0.826416015625}, {"start": 1196.96, "end": 1197.3, "word": " جوا", "probability": 0.85595703125}, {"start": 1197.3, "end": 1197.76, "word": " على", "probability": 0.7646484375}, {"start": 1197.76, "end": 1198.06, "word": " اعتبار", "probability": 0.9703369140625}, {"start": 1198.06, "end": 1198.18, "word": " ان", "probability": 0.88916015625}, {"start": 1198.18, "end": 1198.44, "word": " كل", "probability": 0.869140625}, {"start": 1198.44, "end": 1198.58, "word": " ال", "probability": 0.9658203125}, {"start": 1198.58, "end": 1199.08, "word": " elements", "probability": 0.8994140625}, {"start": 1199.08, "end": 1199.66, "word": " هنا", "probability": 0.974609375}, {"start": 1199.66, "end": 1200.2, "word": " هي", "probability": 0.8017578125}, {"start": 1200.2, "end": 1201.48, "word": " مية", "probability": 0.64501953125}, {"start": 1201.48, "end": 1201.62, "word": " في", "probability": 0.7744140625}, {"start": 1201.62, "end": 1202.0, "word": " المية", "probability": 0.968017578125}, {"start": 1202.0, "end": 1202.68, "word": " تنتمي", "probability": 0.9583740234375}, {"start": 1202.68, "end": 1203.92, "word": " لهذه", "probability": 0.97802734375}, {"start": 1203.92, "end": 1204.12, "word": " ال", "probability": 0.85888671875}, {"start": 1204.12, "end": 1204.44, "word": " set", "probability": 0.9521484375}, {"start": 1204.44, "end": 1204.94, "word": " او", "probability": 0.893798828125}, {"start": 1204.94, "end": 1205.26, "word": " لهذه", "probability": 0.981201171875}, {"start": 1205.26, "end": 1205.92, "word": " المجموعة", "probability": 0.9439453125}, {"start": 1205.92, "end": 1206.66, "word": " النقطة", "probability": 0.792236328125}, {"start": 1206.66, "end": 1206.96, "word": " هذه", "probability": 0.75146484375}, {"start": 1206.96, "end": 1208.1, "word": " كل", "probability": 0.73876953125}, {"start": 1208.1, "end": 1208.22, "word": " اللي", "probability": 0.9326171875}, {"start": 1208.22, "end": 1208.66, "word": " موجودين", "probability": 0.9903564453125}, {"start": 1208.66, "end": 1208.9, "word": " هنا", "probability": 0.994140625}, {"start": 1208.9, "end": 1209.16, "word": " هم", "probability": 0.85546875}, {"start": 1209.16, "end": 1209.66, "word": " ينتموا", "probability": 0.97998046875}, {"start": 1209.66, "end": 1210.3, "word": " للمجموعة", "probability": 0.9366048177083334}, {"start": 1210.3, "end": 1210.98, "word": " بشكل", "probability": 0.9912109375}, {"start": 1210.98, "end": 1212.02, "word": " كامل", "probability": 0.9973958333333334}, {"start": 1212.02, "end": 1212.48, "word": " طيب", "probability": 0.9469401041666666}, {"start": 1212.48, "end": 1212.92, "word": " كل", "probability": 0.84619140625}, {"start": 1212.92, "end": 1213.06, "word": " اللي", "probability": 0.99169921875}, {"start": 1213.06, "end": 1213.5, "word": " موجودين", "probability": 0.989013671875}, {"start": 1213.5, "end": 1213.64, "word": " في", "probability": 0.9267578125}, {"start": 1213.64, "end": 1214.22, "word": " الأبيض", "probability": 0.9689127604166666}, {"start": 1214.22, "end": 1214.5, "word": " هم", "probability": 0.906005859375}, {"start": 1214.5, "end": 1214.68, "word": " لا", "probability": 0.88720703125}, {"start": 1214.68, "end": 1215.2, "word": " ينتموا", "probability": 0.955078125}, {"start": 1215.2, "end": 1215.76, "word": " للمجموعة", "probability": 0.9364420572916666}, {"start": 1215.76, "end": 1216.2, "word": " بشكل", "probability": 0.9921875}, {"start": 1216.2, "end": 1216.76, "word": " كامل", "probability": 0.9986979166666666}, {"start": 1216.76, "end": 1217.4, "word": " ولكن", "probability": 0.87060546875}, {"start": 1217.4, "end": 1217.58, "word": " في", "probability": 0.98046875}, {"start": 1217.58, "end": 1217.68, "word": " ال", "probability": 0.94775390625}, {"start": 1217.68, "end": 1217.88, "word": " gray", "probability": 0.460205078125}, {"start": 1217.88, "end": 1218.26, "word": " color", "probability": 0.9501953125}], "temperature": 1.0}, {"id": 54, "seek": 121977, "start": 1219.47, "end": 1219.77, "text": "هنا", "tokens": [3224, 8315], "avg_logprob": -0.044759114583333336, "compression_ratio": 0.42857142857142855, "no_speech_prob": 0.0, "words": [{"start": 1219.47, "end": 1219.77, "word": "هنا", "probability": 0.94677734375}], "temperature": 1.0}, {"id": 55, "seek": 125013, "start": 1220.89, "end": 1250.13, "text": "الجزء اللي بين انه مية في المية هو داخل المجموعة ومية في المية هو برا المجموعة في هنا مجموعة درجات في مساحة هنا المساحة هذه بقدر أسميها ال fuzzy subset هذه fuzzy هذه ينتمي ولا ينتمي في نفس الوقت بس بدرجات بدرجات فبدنا نقيص الدرجات اللي موجودة هنا طيب هنا نفس الكلام ال fuzzy when بظهر بظهر الحقيقة لو أخدنا هذا ال", "tokens": [6027, 7435, 11622, 38207, 13672, 1829, 49374, 16472, 3224, 3714, 10632, 8978, 9673, 10632, 31439, 11778, 47283, 1211, 9673, 7435, 2304, 2407, 27884, 4032, 2304, 10632, 8978, 9673, 10632, 31439, 4724, 23557, 9673, 7435, 2304, 2407, 27884, 8978, 34105, 3714, 7435, 2304, 2407, 27884, 11778, 47341, 9307, 8978, 47524, 39319, 3660, 34105, 9673, 3794, 39319, 3660, 29538, 4724, 28543, 2288, 5551, 38251, 1829, 11296, 2423, 34710, 25993, 29538, 34710, 29538, 7251, 29399, 2304, 1829, 49429, 7251, 29399, 2304, 1829, 8978, 8717, 36178, 2423, 30543, 2655, 4724, 3794, 47525, 47341, 9307, 47525, 47341, 9307, 6156, 44510, 8315, 8717, 4587, 1829, 9381, 32748, 47341, 9307, 13672, 1829, 3714, 29245, 23328, 3660, 34105, 23032, 1829, 3555, 34105, 8717, 36178, 2423, 28820, 10943, 2423, 34710, 562, 4724, 19913, 3224, 2288, 4724, 19913, 3224, 2288, 21542, 38436, 28671, 45164, 5551, 9778, 3215, 8315, 23758, 2423], "avg_logprob": -0.13042996115718328, "compression_ratio": 2.1951219512195124, "no_speech_prob": 0.0, "words": [{"start": 1220.89, "end": 1221.33, "word": "الجزء", "probability": 0.9708251953125}, {"start": 1221.33, "end": 1221.49, "word": " اللي", "probability": 0.906982421875}, {"start": 1221.49, "end": 1221.79, "word": " بين", "probability": 0.99365234375}, {"start": 1221.79, "end": 1222.53, "word": " انه", "probability": 0.6846923828125}, {"start": 1222.53, "end": 1222.93, "word": " مية", "probability": 0.598876953125}, {"start": 1222.93, "end": 1223.07, "word": " في", "probability": 0.759765625}, {"start": 1223.07, "end": 1223.35, "word": " المية", "probability": 0.9326171875}, {"start": 1223.35, "end": 1223.57, "word": " هو", "probability": 0.95361328125}, {"start": 1223.57, "end": 1223.85, "word": " داخل", "probability": 0.9772135416666666}, {"start": 1223.85, "end": 1224.47, "word": " المجموعة", "probability": 0.911328125}, {"start": 1224.47, "end": 1225.21, "word": " ومية", "probability": 0.8590494791666666}, {"start": 1225.21, "end": 1225.37, "word": " في", "probability": 0.94873046875}, {"start": 1225.37, "end": 1225.57, "word": " المية", "probability": 0.98193359375}, {"start": 1225.57, "end": 1225.81, "word": " هو", "probability": 0.91943359375}, {"start": 1225.81, "end": 1226.05, "word": " برا", "probability": 0.89306640625}, {"start": 1226.05, "end": 1226.53, "word": " المجموعة", "probability": 0.940625}, {"start": 1226.53, "end": 1226.73, "word": " في", "probability": 0.6845703125}, {"start": 1226.73, "end": 1226.97, "word": " هنا", "probability": 0.67333984375}, {"start": 1226.97, "end": 1228.01, "word": " مجموعة", "probability": 0.911328125}, {"start": 1228.01, "end": 1228.67, "word": " درجات", "probability": 0.9694010416666666}, {"start": 1228.67, "end": 1229.05, "word": " في", "probability": 0.79736328125}, {"start": 1229.05, "end": 1229.53, "word": " مساحة", "probability": 0.9864908854166666}, {"start": 1229.53, "end": 1229.73, "word": " هنا", "probability": 0.97705078125}, {"start": 1229.73, "end": 1230.41, "word": " المساحة", "probability": 0.9317626953125}, {"start": 1230.41, "end": 1230.57, "word": " هذه", "probability": 0.7744140625}, {"start": 1230.57, "end": 1230.87, "word": " بقدر", "probability": 0.8357747395833334}, {"start": 1230.87, "end": 1231.47, "word": " أسميها", "probability": 0.848876953125}, {"start": 1231.47, "end": 1232.37, "word": " ال", "probability": 0.81787109375}, {"start": 1232.37, "end": 1232.65, "word": " fuzzy", "probability": 0.6123046875}, {"start": 1232.65, "end": 1235.27, "word": " subset", "probability": 0.88330078125}, {"start": 1235.27, "end": 1235.89, "word": " هذه", "probability": 0.5234375}, {"start": 1235.89, "end": 1236.87, "word": " fuzzy", "probability": 0.921875}, {"start": 1236.87, "end": 1237.47, "word": " هذه", "probability": 0.560546875}, {"start": 1237.47, "end": 1238.13, "word": " ينتمي", "probability": 0.9835205078125}, {"start": 1238.13, "end": 1238.59, "word": " ولا", "probability": 0.72509765625}, {"start": 1238.59, "end": 1239.05, "word": " ينتمي", "probability": 0.9888916015625}, {"start": 1239.05, "end": 1239.15, "word": " في", "probability": 0.978515625}, {"start": 1239.15, "end": 1239.35, "word": " نفس", "probability": 0.99755859375}, {"start": 1239.35, "end": 1239.81, "word": " الوقت", "probability": 0.9933268229166666}, {"start": 1239.81, "end": 1240.35, "word": " بس", "probability": 0.93310546875}, {"start": 1240.35, "end": 1241.19, "word": " بدرجات", "probability": 0.8878580729166666}, {"start": 1241.19, "end": 1242.33, "word": " بدرجات", "probability": 0.9501953125}, {"start": 1242.33, "end": 1242.65, "word": " فبدنا", "probability": 0.5520833333333334}, {"start": 1242.65, "end": 1242.93, "word": " نقيص", "probability": 0.817138671875}, {"start": 1242.93, "end": 1243.43, "word": " الدرجات", "probability": 0.9798177083333334}, {"start": 1243.43, "end": 1243.57, "word": " اللي", "probability": 0.932373046875}, {"start": 1243.57, "end": 1244.01, "word": " موجودة", "probability": 0.987548828125}, {"start": 1244.01, "end": 1244.23, "word": " هنا", "probability": 0.96142578125}, {"start": 1244.23, "end": 1244.79, "word": " طيب", "probability": 0.9228515625}, {"start": 1244.79, "end": 1245.15, "word": " هنا", "probability": 0.9013671875}, {"start": 1245.15, "end": 1245.37, "word": " نفس", "probability": 0.996826171875}, {"start": 1245.37, "end": 1246.03, "word": " الكلام", "probability": 0.9754231770833334}, {"start": 1246.03, "end": 1246.87, "word": " ال", "probability": 0.7744140625}, {"start": 1246.87, "end": 1247.15, "word": " fuzzy", "probability": 0.982421875}, {"start": 1247.15, "end": 1247.41, "word": " when", "probability": 0.493896484375}, {"start": 1247.41, "end": 1247.85, "word": " بظهر", "probability": 0.98193359375}, {"start": 1247.85, "end": 1248.51, "word": " بظهر", "probability": 0.9080810546875}, {"start": 1248.51, "end": 1248.99, "word": " الحقيقة", "probability": 0.9915364583333334}, {"start": 1248.99, "end": 1249.37, "word": " لو", "probability": 0.96435546875}, {"start": 1249.37, "end": 1249.77, "word": " أخدنا", "probability": 0.9722900390625}, {"start": 1249.77, "end": 1249.95, "word": " هذا", "probability": 0.94677734375}, {"start": 1249.95, "end": 1250.13, "word": " ال", "probability": 0.88671875}], "temperature": 1.0}, {"id": 56, "seek": 127676, "start": 1250.6, "end": 1276.76, "text": "ك vertical line crisp بنسميها crisp لكن مدان فيه degradation فيه overlapped مع ال other sets هنا بصير في عندي fuzzy لأن هذه صارت غامضة هي لا هي هنا ولا هي هنا من هنا إجت كلمة fuzzy كلمة ال fuzzy من جزئيات التقاطع هذه واللي هي ضرورية الحقيقة لأن مافيش حد بيتمي ل category واحدة و بس", "tokens": [4117, 9429, 1622, 22952, 44945, 38251, 1829, 11296, 22952, 44381, 3714, 3215, 7649, 8978, 3224, 40519, 8978, 3224, 670, 875, 3320, 20449, 2423, 661, 6352, 34105, 4724, 9381, 13546, 8978, 18871, 16254, 34710, 5296, 33456, 29538, 20328, 9640, 2655, 32771, 10943, 11242, 3660, 39896, 20193, 39896, 34105, 49429, 39896, 34105, 9154, 34105, 11933, 7435, 2655, 9122, 19528, 3660, 34710, 9122, 19528, 3660, 2423, 34710, 9154, 10874, 11622, 19986, 1829, 9307, 16712, 4587, 41193, 3615, 29538, 16070, 20292, 39896, 48812, 2288, 13063, 10632, 21542, 38436, 28671, 5296, 33456, 19446, 41185, 8592, 11331, 3215, 4724, 36081, 2304, 1829, 5296, 7719, 36764, 24401, 3660, 4032, 4724, 3794], "avg_logprob": -0.2208333344686599, "compression_ratio": 1.6450381679389312, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1250.6, "end": 1250.76, "word": "ك", "probability": 0.7275390625}, {"start": 1250.76, "end": 1251.16, "word": " vertical", "probability": 0.363037109375}, {"start": 1251.16, "end": 1251.74, "word": " line", "probability": 0.94580078125}, {"start": 1251.74, "end": 1253.18, "word": " crisp", "probability": 0.458740234375}, {"start": 1253.18, "end": 1255.0, "word": " بنسميها", "probability": 0.817138671875}, {"start": 1255.0, "end": 1255.64, "word": " crisp", "probability": 0.7451171875}, {"start": 1255.64, "end": 1256.24, "word": " لكن", "probability": 0.767578125}, {"start": 1256.24, "end": 1256.6, "word": " مدان", "probability": 0.5984700520833334}, {"start": 1256.6, "end": 1257.02, "word": " فيه", "probability": 0.834716796875}, {"start": 1257.02, "end": 1257.78, "word": " degradation", "probability": 0.94091796875}, {"start": 1257.78, "end": 1258.94, "word": " فيه", "probability": 0.623291015625}, {"start": 1258.94, "end": 1259.9, "word": " overlapped", "probability": 0.7347005208333334}, {"start": 1259.9, "end": 1260.32, "word": " مع", "probability": 0.98681640625}, {"start": 1260.32, "end": 1260.48, "word": " ال", "probability": 0.974609375}, {"start": 1260.48, "end": 1260.8, "word": " other", "probability": 0.74169921875}, {"start": 1260.8, "end": 1261.88, "word": " sets", "probability": 0.86865234375}, {"start": 1261.88, "end": 1262.52, "word": " هنا", "probability": 0.89697265625}, {"start": 1262.52, "end": 1262.82, "word": " بصير", "probability": 0.8582356770833334}, {"start": 1262.82, "end": 1262.96, "word": " في", "probability": 0.8720703125}, {"start": 1262.96, "end": 1263.2, "word": " عندي", "probability": 0.80908203125}, {"start": 1263.2, "end": 1263.5, "word": " fuzzy", "probability": 0.93408203125}, {"start": 1263.5, "end": 1264.0, "word": " لأن", "probability": 0.80517578125}, {"start": 1264.0, "end": 1264.22, "word": " هذه", "probability": 0.32568359375}, {"start": 1264.22, "end": 1264.56, "word": " صارت", "probability": 0.9327799479166666}, {"start": 1264.56, "end": 1264.96, "word": " غامضة", "probability": 0.9573974609375}, {"start": 1264.96, "end": 1265.12, "word": " هي", "probability": 0.78125}, {"start": 1265.12, "end": 1265.28, "word": " لا", "probability": 0.8359375}, {"start": 1265.28, "end": 1265.44, "word": " هي", "probability": 0.58935546875}, {"start": 1265.44, "end": 1265.68, "word": " هنا", "probability": 0.99462890625}, {"start": 1265.68, "end": 1265.86, "word": " ولا", "probability": 0.86767578125}, {"start": 1265.86, "end": 1266.06, "word": " هي", "probability": 0.69384765625}, {"start": 1266.06, "end": 1266.36, "word": " هنا", "probability": 0.99462890625}, {"start": 1266.36, "end": 1267.1, "word": " من", "probability": 0.841796875}, {"start": 1267.1, "end": 1267.26, "word": " هنا", "probability": 0.99658203125}, {"start": 1267.26, "end": 1267.48, "word": " إجت", "probability": 0.6997884114583334}, {"start": 1267.48, "end": 1267.82, "word": " كلمة", "probability": 0.9822591145833334}, {"start": 1267.82, "end": 1268.36, "word": " fuzzy", "probability": 0.96240234375}, {"start": 1268.36, "end": 1269.26, "word": " كلمة", "probability": 0.87451171875}, {"start": 1269.26, "end": 1269.38, "word": " ال", "probability": 0.8310546875}, {"start": 1269.38, "end": 1269.6, "word": " fuzzy", "probability": 0.97705078125}, {"start": 1269.6, "end": 1270.12, "word": " من", "probability": 0.99267578125}, {"start": 1270.12, "end": 1270.86, "word": " جزئيات", "probability": 0.695849609375}, {"start": 1270.86, "end": 1271.46, "word": " التقاطع", "probability": 0.9326171875}, {"start": 1271.46, "end": 1271.74, "word": " هذه", "probability": 0.916015625}, {"start": 1271.74, "end": 1272.98, "word": " واللي", "probability": 0.699951171875}, {"start": 1272.98, "end": 1273.14, "word": " هي", "probability": 0.96240234375}, {"start": 1273.14, "end": 1273.58, "word": " ضرورية", "probability": 0.9866943359375}, {"start": 1273.58, "end": 1274.02, "word": " الحقيقة", "probability": 0.8956705729166666}, {"start": 1274.02, "end": 1274.34, "word": " لأن", "probability": 0.84765625}, {"start": 1274.34, "end": 1275.06, "word": " مافيش", "probability": 0.8299153645833334}, {"start": 1275.06, "end": 1275.26, "word": " حد", "probability": 0.9814453125}, {"start": 1275.26, "end": 1275.74, "word": " بيتمي", "probability": 0.738037109375}, {"start": 1275.74, "end": 1275.8, "word": " ل", "probability": 0.87353515625}, {"start": 1275.8, "end": 1276.06, "word": " category", "probability": 0.88232421875}, {"start": 1276.06, "end": 1276.44, "word": " واحدة", "probability": 0.970703125}, {"start": 1276.44, "end": 1276.52, "word": " و", "probability": 0.5966796875}, {"start": 1276.52, "end": 1276.76, "word": " بس", "probability": 0.9140625}], "temperature": 1.0}, {"id": 57, "seek": 129930, "start": 1277.52, "end": 1299.3, "text": "هذا شيء ضروري ومنطقي جدا الحقيقة تمام فهنا بصير في عندي ال fuzzyness أو جزئية التطبيب بقى تمام عادة", "tokens": [3224, 15730, 44049, 38207, 48812, 2288, 13063, 1829, 4032, 27842, 9566, 38436, 10874, 28259, 21542, 38436, 28671, 46811, 10943, 6156, 3224, 8315, 4724, 9381, 13546, 8978, 18871, 16254, 2423, 34710, 1287, 34051, 10874, 11622, 19986, 10632, 16712, 9566, 21292, 3555, 4724, 4587, 7578, 46811, 10943, 6225, 18513, 3660], "avg_logprob": -0.1918048469387755, "compression_ratio": 1.2954545454545454, "no_speech_prob": 0.0, "words": [{"start": 1277.52, "end": 1278.1, "word": "هذا", "probability": 0.760498046875}, {"start": 1278.1, "end": 1278.4, "word": " شيء", "probability": 0.739501953125}, {"start": 1278.4, "end": 1278.72, "word": " ضروري", "probability": 0.9649658203125}, {"start": 1278.72, "end": 1279.16, "word": " ومنطقي", "probability": 0.900146484375}, {"start": 1279.16, "end": 1279.44, "word": " جدا", "probability": 0.93603515625}, {"start": 1279.44, "end": 1279.92, "word": " الحقيقة", "probability": 0.9025065104166666}, {"start": 1279.92, "end": 1280.64, "word": " تمام", "probability": 0.84814453125}, {"start": 1280.64, "end": 1281.36, "word": " فهنا", "probability": 0.8868815104166666}, {"start": 1281.36, "end": 1281.64, "word": " بصير", "probability": 0.7939453125}, {"start": 1281.64, "end": 1281.78, "word": " في", "probability": 0.80224609375}, {"start": 1281.78, "end": 1282.06, "word": " عندي", "probability": 0.6239013671875}, {"start": 1282.06, "end": 1282.28, "word": " ال", "probability": 0.7958984375}, {"start": 1282.28, "end": 1282.84, "word": " fuzzyness", "probability": 0.47833251953125}, {"start": 1282.84, "end": 1283.68, "word": " أو", "probability": 0.82470703125}, {"start": 1283.68, "end": 1284.86, "word": " جزئية", "probability": 0.9576416015625}, {"start": 1284.86, "end": 1285.86, "word": " التطبيب", "probability": 0.876953125}, {"start": 1285.86, "end": 1287.78, "word": " بقى", "probability": 0.89892578125}, {"start": 1287.78, "end": 1298.02, "word": " تمام", "probability": 0.947265625}, {"start": 1298.02, "end": 1299.3, "word": " عادة", "probability": 0.9650065104166666}], "temperature": 1.0}, {"id": 58, "seek": 131847, "start": 1300.37, "end": 1318.47, "text": "زي ما قلنا مناسب جدا ان تكون الأطراف هذه ال edges هذه linear في الغالب يعني المعظم بيستخدمها linear ممكن يستخدم أحيانا sigmoid function الناس اللي بدرسوا ال sigmoid وما ال sigmoid ممكن يستخدم sigmoid ممكن يستخدم حتى ال Gaussian", "tokens": [11622, 1829, 19446, 12174, 1211, 8315, 3714, 8315, 35457, 10874, 28259, 16472, 6055, 30544, 16247, 9566, 23557, 5172, 29538, 2423, 8819, 29538, 8213, 8978, 6024, 118, 6027, 3555, 37495, 22653, 9673, 3615, 19913, 2304, 4724, 1829, 14851, 9778, 40448, 11296, 8213, 3714, 43020, 7251, 14851, 9778, 40448, 5551, 5016, 1829, 7649, 995, 4556, 3280, 327, 2445, 2423, 8315, 3794, 13672, 1829, 47525, 2288, 3794, 14407, 2423, 4556, 3280, 327, 4032, 15042, 2423, 4556, 3280, 327, 3714, 43020, 7251, 14851, 9778, 40448, 4556, 3280, 327, 3714, 43020, 7251, 14851, 9778, 40448, 11331, 49975, 2423, 39148], "avg_logprob": -0.1514802662949813, "compression_ratio": 1.7878787878787878, "no_speech_prob": 0.0, "words": [{"start": 1300.37, "end": 1300.67, "word": "زي", "probability": 0.5831298828125}, {"start": 1300.67, "end": 1300.75, "word": " ما", "probability": 0.9619140625}, {"start": 1300.75, "end": 1301.05, "word": " قلنا", "probability": 0.92724609375}, {"start": 1301.05, "end": 1301.67, "word": " مناسب", "probability": 0.9163411458333334}, {"start": 1301.67, "end": 1302.09, "word": " جدا", "probability": 0.98486328125}, {"start": 1302.09, "end": 1302.83, "word": " ان", "probability": 0.4755859375}, {"start": 1302.83, "end": 1303.31, "word": " تكون", "probability": 0.7734375}, {"start": 1303.31, "end": 1304.31, "word": " الأطراف", "probability": 0.8236083984375}, {"start": 1304.31, "end": 1304.51, "word": " هذه", "probability": 0.59619140625}, {"start": 1304.51, "end": 1304.61, "word": " ال", "probability": 0.607421875}, {"start": 1304.61, "end": 1304.87, "word": " edges", "probability": 0.89892578125}, {"start": 1304.87, "end": 1305.45, "word": " هذه", "probability": 0.7119140625}, {"start": 1305.45, "end": 1306.05, "word": " linear", "probability": 0.84521484375}, {"start": 1306.05, "end": 1307.25, "word": " في", "probability": 0.8505859375}, {"start": 1307.25, "end": 1307.65, "word": " الغالب", "probability": 0.9808349609375}, {"start": 1307.65, "end": 1307.81, "word": " يعني", "probability": 0.858154296875}, {"start": 1307.81, "end": 1308.17, "word": " المعظم", "probability": 0.978515625}, {"start": 1308.17, "end": 1308.89, "word": " بيستخدمها", "probability": 0.962158203125}, {"start": 1308.89, "end": 1309.59, "word": " linear", "probability": 0.94287109375}, {"start": 1309.59, "end": 1310.95, "word": " ممكن", "probability": 0.9521484375}, {"start": 1310.95, "end": 1311.45, "word": " يستخدم", "probability": 0.9964599609375}, {"start": 1311.45, "end": 1311.87, "word": " أحيانا", "probability": 0.925}, {"start": 1311.87, "end": 1312.45, "word": " sigmoid", "probability": 0.7200520833333334}, {"start": 1312.45, "end": 1312.95, "word": " function", "probability": 0.92041015625}, {"start": 1312.95, "end": 1313.65, "word": " الناس", "probability": 0.92431640625}, {"start": 1313.65, "end": 1313.79, "word": " اللي", "probability": 0.96826171875}, {"start": 1313.79, "end": 1314.19, "word": " بدرسوا", "probability": 0.9345703125}, {"start": 1314.19, "end": 1314.31, "word": " ال", "probability": 0.7919921875}, {"start": 1314.31, "end": 1314.63, "word": " sigmoid", "probability": 0.88330078125}, {"start": 1314.63, "end": 1314.75, "word": " وما", "probability": 0.65380859375}, {"start": 1314.75, "end": 1314.81, "word": " ال", "probability": 0.414794921875}, {"start": 1314.81, "end": 1315.17, "word": " sigmoid", "probability": 0.9161783854166666}, {"start": 1315.17, "end": 1315.45, "word": " ممكن", "probability": 0.97802734375}, {"start": 1315.45, "end": 1315.83, "word": " يستخدم", "probability": 0.996826171875}, {"start": 1315.83, "end": 1316.27, "word": " sigmoid", "probability": 0.8113606770833334}, {"start": 1316.27, "end": 1316.47, "word": " ممكن", "probability": 0.918701171875}, {"start": 1316.47, "end": 1316.95, "word": " يستخدم", "probability": 0.9970703125}, {"start": 1316.95, "end": 1317.65, "word": " حتى", "probability": 0.928466796875}, {"start": 1317.65, "end": 1318.07, "word": " ال", "probability": 0.8232421875}, {"start": 1318.07, "end": 1318.47, "word": " Gaussian", "probability": 0.806640625}], "temperature": 1.0}, {"id": 59, "seek": 134486, "start": 1319.4, "end": 1344.86, "text": "ممكن يستخدم ال by حاجات كتيرة الحقيقة ممكن نستخدمها لما نيجي نتكلم عن الأنواع اللي ممكن نستخدمها لل crisp في عند ال sigmoid ال sigmoid بهذا .. بهذا الشكل هذه sigmoid اسمها من صفر لواحد و نص عند zero و نص عند ال zero", "tokens": [2304, 43020, 7251, 14851, 9778, 40448, 2423, 538, 11331, 26108, 9307, 9122, 2655, 48923, 21542, 38436, 28671, 3714, 43020, 8717, 14851, 9778, 40448, 11296, 5296, 15042, 8717, 1829, 7435, 1829, 8717, 2655, 4117, 19528, 18871, 16247, 1863, 14407, 3615, 13672, 1829, 3714, 43020, 8717, 14851, 9778, 40448, 11296, 24976, 22952, 8978, 43242, 2423, 4556, 3280, 327, 2423, 4556, 3280, 327, 39627, 15730, 4386, 39627, 15730, 25124, 28820, 29538, 4556, 3280, 327, 24525, 2304, 11296, 9154, 20328, 5172, 2288, 5296, 14407, 24401, 4032, 8717, 9381, 43242, 4018, 4032, 8717, 9381, 43242, 2423, 4018], "avg_logprob": -0.16095429402525707, "compression_ratio": 1.8663101604278074, "no_speech_prob": 0.0, "words": [{"start": 1319.4, "end": 1319.78, "word": "ممكن", "probability": 0.853271484375}, {"start": 1319.78, "end": 1320.32, "word": " يستخدم", "probability": 0.988037109375}, {"start": 1320.32, "end": 1321.0, "word": " ال", "probability": 0.91015625}, {"start": 1321.0, "end": 1321.38, "word": " by", "probability": 0.28076171875}, {"start": 1321.38, "end": 1322.98, "word": " حاجات", "probability": 0.9417317708333334}, {"start": 1322.98, "end": 1323.3, "word": " كتيرة", "probability": 0.8829752604166666}, {"start": 1323.3, "end": 1323.84, "word": " الحقيقة", "probability": 0.9388020833333334}, {"start": 1323.84, "end": 1324.36, "word": " ممكن", "probability": 0.894775390625}, {"start": 1324.36, "end": 1325.04, "word": " نستخدمها", "probability": 0.90908203125}, {"start": 1325.04, "end": 1325.44, "word": " لما", "probability": 0.65478515625}, {"start": 1325.44, "end": 1325.62, "word": " نيجي", "probability": 0.7672119140625}, {"start": 1325.62, "end": 1326.08, "word": " نتكلم", "probability": 0.9912109375}, {"start": 1326.08, "end": 1326.24, "word": " عن", "probability": 0.99609375}, {"start": 1326.24, "end": 1326.78, "word": " الأنواع", "probability": 0.96533203125}, {"start": 1326.78, "end": 1327.14, "word": " اللي", "probability": 0.77001953125}, {"start": 1327.14, "end": 1327.4, "word": " ممكن", "probability": 0.9931640625}, {"start": 1327.4, "end": 1328.18, "word": " نستخدمها", "probability": 0.97919921875}, {"start": 1328.18, "end": 1328.6, "word": " لل", "probability": 0.826171875}, {"start": 1328.6, "end": 1328.98, "word": " crisp", "probability": 0.6171875}, {"start": 1328.98, "end": 1330.0, "word": " في", "probability": 0.76708984375}, {"start": 1330.0, "end": 1330.16, "word": " عند", "probability": 0.9892578125}, {"start": 1330.16, "end": 1330.34, "word": " ال", "probability": 0.73974609375}, {"start": 1330.34, "end": 1330.9, "word": " sigmoid", "probability": 0.8359375}, {"start": 1330.9, "end": 1331.14, "word": " ال", "probability": 0.310546875}, {"start": 1331.14, "end": 1331.56, "word": " sigmoid", "probability": 0.9031575520833334}, {"start": 1331.56, "end": 1332.2, "word": " بهذا", "probability": 0.952880859375}, {"start": 1332.2, "end": 1333.16, "word": " ..", "probability": 0.57080078125}, {"start": 1333.16, "end": 1334.58, "word": " بهذا", "probability": 0.9619140625}, {"start": 1334.58, "end": 1335.02, "word": " الشكل", "probability": 0.99365234375}, {"start": 1335.02, "end": 1335.74, "word": " هذه", "probability": 0.46826171875}, {"start": 1335.74, "end": 1336.22, "word": " sigmoid", "probability": 0.8719075520833334}, {"start": 1336.22, "end": 1336.74, "word": " اسمها", "probability": 0.95654296875}, {"start": 1336.74, "end": 1337.3, "word": " من", "probability": 0.96533203125}, {"start": 1337.3, "end": 1338.14, "word": " صفر", "probability": 0.8880208333333334}, {"start": 1338.14, "end": 1339.16, "word": " لواحد", "probability": 0.9122721354166666}, {"start": 1339.16, "end": 1340.88, "word": " و", "probability": 0.9921875}, {"start": 1340.88, "end": 1341.24, "word": " نص", "probability": 0.932373046875}, {"start": 1341.24, "end": 1343.1, "word": " عند", "probability": 0.98681640625}, {"start": 1343.1, "end": 1343.68, "word": " zero", "probability": 0.49169921875}, {"start": 1343.68, "end": 1344.1, "word": " و", "probability": 0.41015625}, {"start": 1344.1, "end": 1344.28, "word": " نص", "probability": 0.986572265625}, {"start": 1344.28, "end": 1344.46, "word": " عند", "probability": 0.99072265625}, {"start": 1344.46, "end": 1344.62, "word": " ال", "probability": 0.9501953125}, {"start": 1344.62, "end": 1344.86, "word": " zero", "probability": 0.916015625}], "temperature": 1.0}, {"id": 60, "seek": 137453, "start": 1345.93, "end": 1374.53, "text": "بسموها سيجمويد الـ function هذه في الـ function التانية الجاوسيان جاوسيان كلنا عارفين الجاوسيان فممكن يكون في عندي تقاطعات من الجاوسيان فهذه بيسموها fuzzy هنا صارت جزئية التقاطع اللي هي أمور جزئية ال fuzzy ممكن يكون في عندي مين ال by ال by برضه بهذا الشكل ففي عندي functions كتيرة ممكن استخدامها لتمثيل ال set لتمثيل أي set موجودة كويسة", "tokens": [3555, 38251, 2407, 11296, 8608, 1829, 7435, 2304, 2407, 25708, 2423, 39184, 2445, 29538, 8978, 2423, 39184, 2445, 16712, 7649, 10632, 25724, 995, 41779, 1829, 7649, 10874, 995, 41779, 1829, 7649, 28242, 8315, 6225, 9640, 5172, 9957, 25724, 995, 41779, 1829, 7649, 6156, 2304, 43020, 7251, 30544, 8978, 18871, 16254, 6055, 4587, 41193, 3615, 9307, 9154, 25724, 995, 41779, 1829, 7649, 6156, 3224, 24192, 4724, 1829, 38251, 2407, 11296, 34710, 34105, 20328, 9640, 2655, 10874, 11622, 19986, 10632, 16712, 4587, 41193, 3615, 13672, 1829, 39896, 5551, 2304, 13063, 10874, 11622, 19986, 10632, 2423, 34710, 3714, 43020, 7251, 30544, 8978, 18871, 16254, 3714, 9957, 2423, 538, 2423, 538, 4724, 43042, 3224, 39627, 15730, 25124, 28820, 6156, 41185, 18871, 16254, 6828, 9122, 2655, 48923, 3714, 43020, 44713, 9778, 3215, 10943, 11296, 5296, 39237, 12984, 26895, 2423, 992, 5296, 39237, 12984, 26895, 36632, 992, 3714, 29245, 23328, 3660, 9122, 45865, 3794, 3660], "avg_logprob": -0.1638541652758916, "compression_ratio": 2.21011673151751, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1345.93, "end": 1346.41, "word": "بسموها", "probability": 0.7864990234375}, {"start": 1346.41, "end": 1346.85, "word": " سيجمويد", "probability": 0.727935791015625}, {"start": 1346.85, "end": 1347.01, "word": " الـ", "probability": 0.64111328125}, {"start": 1347.01, "end": 1347.25, "word": " function", "probability": 0.7451171875}, {"start": 1347.25, "end": 1347.55, "word": " هذه", "probability": 0.6474609375}, {"start": 1347.55, "end": 1348.17, "word": " في", "probability": 0.67138671875}, {"start": 1348.17, "end": 1348.41, "word": " الـ", "probability": 0.857666015625}, {"start": 1348.41, "end": 1348.67, "word": " function", "probability": 0.904296875}, {"start": 1348.67, "end": 1349.19, "word": " التانية", "probability": 0.9443359375}, {"start": 1349.19, "end": 1350.67, "word": " الجاوسيان", "probability": 0.692578125}, {"start": 1350.67, "end": 1351.43, "word": " جاوسيان", "probability": 0.86376953125}, {"start": 1351.43, "end": 1351.71, "word": " كلنا", "probability": 0.808349609375}, {"start": 1351.71, "end": 1352.03, "word": " عارفين", "probability": 0.98486328125}, {"start": 1352.03, "end": 1352.57, "word": " الجاوسيان", "probability": 0.92451171875}, {"start": 1352.57, "end": 1353.79, "word": " فممكن", "probability": 0.9475911458333334}, {"start": 1353.79, "end": 1354.05, "word": " يكون", "probability": 0.985107421875}, {"start": 1354.05, "end": 1354.21, "word": " في", "probability": 0.8916015625}, {"start": 1354.21, "end": 1354.47, "word": " عندي", "probability": 0.806396484375}, {"start": 1354.47, "end": 1355.29, "word": " تقاطعات", "probability": 0.96279296875}, {"start": 1355.29, "end": 1355.41, "word": " من", "probability": 0.9873046875}, {"start": 1355.41, "end": 1355.71, "word": " الجاوسيان", "probability": 0.93310546875}, {"start": 1355.71, "end": 1356.25, "word": " فهذه", "probability": 0.9015299479166666}, {"start": 1356.25, "end": 1357.01, "word": " بيسموها", "probability": 0.88837890625}, {"start": 1357.01, "end": 1357.49, "word": " fuzzy", "probability": 0.8681640625}, {"start": 1357.49, "end": 1357.73, "word": " هنا", "probability": 0.9150390625}, {"start": 1357.73, "end": 1358.15, "word": " صارت", "probability": 0.9749348958333334}, {"start": 1358.15, "end": 1358.59, "word": " جزئية", "probability": 0.75775146484375}, {"start": 1358.59, "end": 1359.19, "word": " التقاطع", "probability": 0.980712890625}, {"start": 1359.19, "end": 1359.59, "word": " اللي", "probability": 0.927001953125}, {"start": 1359.59, "end": 1359.81, "word": " هي", "probability": 0.90771484375}, {"start": 1359.81, "end": 1360.39, "word": " أمور", "probability": 0.904296875}, {"start": 1360.39, "end": 1361.01, "word": " جزئية", "probability": 0.9136962890625}, {"start": 1361.01, "end": 1361.17, "word": " ال", "probability": 0.5517578125}, {"start": 1361.17, "end": 1361.37, "word": " fuzzy", "probability": 0.8701171875}, {"start": 1361.37, "end": 1361.99, "word": " ممكن", "probability": 0.97314453125}, {"start": 1361.99, "end": 1362.25, "word": " يكون", "probability": 0.983154296875}, {"start": 1362.25, "end": 1362.43, "word": " في", "probability": 0.951171875}, {"start": 1362.43, "end": 1362.75, "word": " عندي", "probability": 0.8876953125}, {"start": 1362.75, "end": 1363.13, "word": " مين", "probability": 0.55511474609375}, {"start": 1363.13, "end": 1363.75, "word": " ال", "probability": 0.9501953125}, {"start": 1363.75, "end": 1364.03, "word": " by", "probability": 0.26806640625}, {"start": 1364.03, "end": 1364.61, "word": " ال", "probability": 0.7822265625}, {"start": 1364.61, "end": 1364.83, "word": " by", "probability": 0.90869140625}, {"start": 1364.83, "end": 1365.25, "word": " برضه", "probability": 0.990234375}, {"start": 1365.25, "end": 1366.53, "word": " بهذا", "probability": 0.89794921875}, {"start": 1366.53, "end": 1366.93, "word": " الشكل", "probability": 0.993408203125}, {"start": 1366.93, "end": 1367.65, "word": " ففي", "probability": 0.904052734375}, {"start": 1367.65, "end": 1367.83, "word": " عندي", "probability": 0.978759765625}, {"start": 1367.83, "end": 1368.17, "word": " functions", "probability": 0.90234375}, {"start": 1368.17, "end": 1368.53, "word": " كتيرة", "probability": 0.8678385416666666}, {"start": 1368.53, "end": 1368.75, "word": " ممكن", "probability": 0.987060546875}, {"start": 1368.75, "end": 1369.33, "word": " استخدامها", "probability": 0.915625}, {"start": 1369.33, "end": 1369.91, "word": " لتمثيل", "probability": 0.978759765625}, {"start": 1369.91, "end": 1370.47, "word": " ال", "probability": 0.92041015625}, {"start": 1370.47, "end": 1370.77, "word": " set", "probability": 0.935546875}, {"start": 1370.77, "end": 1371.61, "word": " لتمثيل", "probability": 0.9736328125}, {"start": 1371.61, "end": 1372.51, "word": " أي", "probability": 0.75}, {"start": 1372.51, "end": 1373.03, "word": " set", "probability": 0.9765625}, {"start": 1373.03, "end": 1373.77, "word": " موجودة", "probability": 0.98779296875}, {"start": 1373.77, "end": 1374.53, "word": " كويسة", "probability": 0.8282470703125}], "temperature": 1.0}, {"id": 61, "seek": 140578, "start": 1377.18, "end": 1405.78, "text": "الـ most زي ما بقولنا ال most applications اللي هي بتستخدم ال linear fit function بتكون أسهل و أفضل تمام الان for example مثال ممكن يكون عندي أمثلة كتير الحقيقة على الفزي لإن كل الموضوع ببطل أعطيها درجة قيمة قيمة ولكن بعطيه set و ال set هذه لازم نحط لها ال membership كيف تقسيمهم فبنحط لها relationship", "tokens": [6027, 39184, 881, 30767, 1829, 19446, 4724, 39648, 8315, 2423, 881, 5821, 13672, 1829, 39896, 39894, 14851, 9778, 40448, 2423, 8213, 3318, 2445, 39894, 30544, 5551, 3794, 3224, 1211, 4032, 5551, 5172, 11242, 1211, 46811, 10943, 2423, 7649, 337, 1365, 50113, 6027, 3714, 43020, 7251, 30544, 18871, 16254, 5551, 2304, 12984, 37977, 9122, 2655, 13546, 21542, 38436, 28671, 15844, 27188, 11622, 1829, 5296, 28814, 1863, 28242, 9673, 2407, 11242, 45367, 4724, 3555, 9566, 1211, 5551, 3615, 9566, 1829, 11296, 11778, 47341, 3660, 12174, 32640, 3660, 12174, 32640, 3660, 35525, 19452, 4724, 3615, 9566, 1829, 3224, 992, 4032, 2423, 992, 29538, 5296, 31377, 2304, 8717, 5016, 9566, 5296, 11296, 2423, 16560, 9122, 33911, 6055, 4587, 3794, 32640, 16095, 6156, 3555, 1863, 5016, 9566, 5296, 11296, 2480], "avg_logprob": -0.1530257896298454, "compression_ratio": 1.6713780918727916, "no_speech_prob": 0.0, "words": [{"start": 1377.18, "end": 1377.44, "word": "الـ", "probability": 0.670166015625}, {"start": 1377.44, "end": 1377.72, "word": " most", "probability": 0.6005859375}, {"start": 1377.72, "end": 1378.28, "word": " زي", "probability": 0.6060791015625}, {"start": 1378.28, "end": 1378.38, "word": " ما", "probability": 0.890625}, {"start": 1378.38, "end": 1378.72, "word": " بقولنا", "probability": 0.7433268229166666}, {"start": 1378.72, "end": 1378.9, "word": " ال", "probability": 0.900390625}, {"start": 1378.9, "end": 1379.14, "word": " most", "probability": 0.76123046875}, {"start": 1379.14, "end": 1379.84, "word": " applications", "probability": 0.9169921875}, {"start": 1379.84, "end": 1380.14, "word": " اللي", "probability": 0.8935546875}, {"start": 1380.14, "end": 1380.24, "word": " هي", "probability": 0.88916015625}, {"start": 1380.24, "end": 1380.86, "word": " بتستخدم", "probability": 0.9906005859375}, {"start": 1380.86, "end": 1381.46, "word": " ال", "probability": 0.95849609375}, {"start": 1381.46, "end": 1381.84, "word": " linear", "probability": 0.888671875}, {"start": 1381.84, "end": 1383.24, "word": " fit", "probability": 0.95556640625}, {"start": 1383.24, "end": 1383.92, "word": " function", "probability": 0.939453125}, {"start": 1383.92, "end": 1384.6, "word": " بتكون", "probability": 0.975341796875}, {"start": 1384.6, "end": 1385.08, "word": " أسهل", "probability": 0.962158203125}, {"start": 1385.08, "end": 1385.44, "word": " و", "probability": 0.6376953125}, {"start": 1385.44, "end": 1385.86, "word": " أفضل", "probability": 0.9884033203125}, {"start": 1385.86, "end": 1386.46, "word": " تمام", "probability": 0.925048828125}, {"start": 1386.46, "end": 1387.76, "word": " الان", "probability": 0.57781982421875}, {"start": 1387.76, "end": 1388.52, "word": " for", "probability": 0.84619140625}, {"start": 1388.52, "end": 1388.86, "word": " example", "probability": 0.9697265625}, {"start": 1388.86, "end": 1389.34, "word": " مثال", "probability": 0.910888671875}, {"start": 1389.34, "end": 1390.64, "word": " ممكن", "probability": 0.969970703125}, {"start": 1390.64, "end": 1390.86, "word": " يكون", "probability": 0.98974609375}, {"start": 1390.86, "end": 1391.18, "word": " عندي", "probability": 0.93603515625}, {"start": 1391.18, "end": 1391.74, "word": " أمثلة", "probability": 0.9669189453125}, {"start": 1391.74, "end": 1392.1, "word": " كتير", "probability": 0.9814453125}, {"start": 1392.1, "end": 1392.54, "word": " الحقيقة", "probability": 0.9498697916666666}, {"start": 1392.54, "end": 1392.74, "word": " على", "probability": 0.84521484375}, {"start": 1392.74, "end": 1393.16, "word": " الفزي", "probability": 0.774658203125}, {"start": 1393.16, "end": 1393.64, "word": " لإن", "probability": 0.8160807291666666}, {"start": 1393.64, "end": 1393.84, "word": " كل", "probability": 0.88037109375}, {"start": 1393.84, "end": 1394.2, "word": " الموضوع", "probability": 0.998779296875}, {"start": 1394.2, "end": 1394.76, "word": " ببطل", "probability": 0.7384033203125}, {"start": 1394.76, "end": 1395.12, "word": " أعطيها", "probability": 0.9396484375}, {"start": 1395.12, "end": 1396.1, "word": " درجة", "probability": 0.9407552083333334}, {"start": 1396.1, "end": 1396.78, "word": " قيمة", "probability": 0.9217122395833334}, {"start": 1396.78, "end": 1397.06, "word": " قيمة", "probability": 0.9752604166666666}, {"start": 1397.06, "end": 1397.3, "word": " ولكن", "probability": 0.8271484375}, {"start": 1397.3, "end": 1398.14, "word": " بعطيه", "probability": 0.919921875}, {"start": 1398.14, "end": 1399.84, "word": " set", "probability": 0.9677734375}, {"start": 1399.84, "end": 1400.1, "word": " و", "probability": 0.56201171875}, {"start": 1400.1, "end": 1400.22, "word": " ال", "probability": 0.798828125}, {"start": 1400.22, "end": 1400.38, "word": " set", "probability": 0.9462890625}, {"start": 1400.38, "end": 1400.56, "word": " هذه", "probability": 0.216796875}, {"start": 1400.56, "end": 1400.76, "word": " لازم", "probability": 0.9943033854166666}, {"start": 1400.76, "end": 1401.06, "word": " نحط", "probability": 0.9480794270833334}, {"start": 1401.06, "end": 1401.2, "word": " لها", "probability": 0.7998046875}, {"start": 1401.2, "end": 1401.3, "word": " ال", "probability": 0.83740234375}, {"start": 1401.3, "end": 1401.72, "word": " membership", "probability": 0.79443359375}, {"start": 1401.72, "end": 1402.64, "word": " كيف", "probability": 0.6063232421875}, {"start": 1402.64, "end": 1403.34, "word": " تقسيمهم", "probability": 0.91484375}, {"start": 1403.34, "end": 1404.26, "word": " فبنحط", "probability": 0.9078125}, {"start": 1404.26, "end": 1404.58, "word": " لها", "probability": 0.96435546875}, {"start": 1404.58, "end": 1405.78, "word": " relationship", "probability": 0.92431640625}], "temperature": 1.0}, {"id": 62, "seek": 143699, "start": 1408.05, "end": 1436.99, "text": "Okay لو افترضنا في مثلًا مثال in fuzzy expert systems ال linguistic variables نستخدمها بشكل ضروري وهي اللي لازم تعبر أصلا عن الحالة اللي قدامنا for example if wind is strong then sailing is good إذا كان والله الرياح قوية فالإبحار هيكون جيد لأن طبعًا هذا الكلام في حالة المراكب الشراعية اللي بيكون فيها شراع ومحتاجة هوا", "tokens": [8297, 45164, 1975, 5172, 2655, 43042, 8315, 8978, 50113, 1211, 14111, 995, 50113, 6027, 294, 34710, 5844, 3652, 2423, 43002, 9102, 8717, 14851, 9778, 40448, 11296, 4724, 8592, 28820, 48812, 2288, 13063, 1829, 37037, 1829, 13672, 1829, 5296, 31377, 2304, 37279, 26890, 5551, 9381, 15040, 18871, 21542, 6027, 3660, 13672, 1829, 12174, 3215, 10943, 8315, 337, 1365, 498, 2468, 307, 2068, 550, 27452, 307, 665, 11933, 15730, 25961, 16070, 43761, 2423, 16572, 39319, 12174, 2407, 10632, 6156, 6027, 28814, 49628, 9640, 39896, 30544, 10874, 25708, 5296, 33456, 23032, 3555, 3615, 14111, 995, 23758, 2423, 28820, 10943, 8978, 11331, 6027, 3660, 9673, 23557, 4117, 3555, 25124, 23557, 3615, 10632, 13672, 1829, 4724, 1829, 30544, 8978, 11296, 13412, 23557, 3615, 4032, 2304, 33753, 26108, 3660, 8032, 14407], "avg_logprob": -0.11030506224386276, "compression_ratio": 1.6156351791530945, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 1408.05, "end": 1408.37, "word": "Okay", "probability": 0.9296875}, {"start": 1408.37, "end": 1409.13, "word": " لو", "probability": 0.73974609375}, {"start": 1409.13, "end": 1409.55, "word": " افترضنا", "probability": 0.9779296875}, {"start": 1409.55, "end": 1409.67, "word": " في", "probability": 0.958984375}, {"start": 1409.67, "end": 1410.07, "word": " مثلًا", "probability": 0.805419921875}, {"start": 1410.07, "end": 1410.55, "word": " مثال", "probability": 0.842529296875}, {"start": 1410.55, "end": 1410.91, "word": " in", "probability": 0.6904296875}, {"start": 1410.91, "end": 1411.21, "word": " fuzzy", "probability": 0.78662109375}, {"start": 1411.21, "end": 1411.75, "word": " expert", "probability": 0.7685546875}, {"start": 1411.75, "end": 1412.33, "word": " systems", "probability": 0.935546875}, {"start": 1412.33, "end": 1413.15, "word": " ال", "probability": 0.74560546875}, {"start": 1413.15, "end": 1413.97, "word": " linguistic", "probability": 0.646484375}, {"start": 1413.97, "end": 1416.03, "word": " variables", "probability": 0.91943359375}, {"start": 1416.03, "end": 1417.07, "word": " نستخدمها", "probability": 0.881982421875}, {"start": 1417.07, "end": 1417.69, "word": " بشكل", "probability": 0.9931640625}, {"start": 1417.69, "end": 1418.09, "word": " ضروري", "probability": 0.949951171875}, {"start": 1418.09, "end": 1418.31, "word": " وهي", "probability": 0.751708984375}, {"start": 1418.31, "end": 1418.41, "word": " اللي", "probability": 0.98095703125}, {"start": 1418.41, "end": 1418.63, "word": " لازم", "probability": 0.9921875}, {"start": 1418.63, "end": 1419.05, "word": " تعبر", "probability": 0.82373046875}, {"start": 1419.05, "end": 1419.37, "word": " أصلا", "probability": 0.8091634114583334}, {"start": 1419.37, "end": 1419.59, "word": " عن", "probability": 0.97216796875}, {"start": 1419.59, "end": 1420.29, "word": " الحالة", "probability": 0.9889322916666666}, {"start": 1420.29, "end": 1420.39, "word": " اللي", "probability": 0.978759765625}, {"start": 1420.39, "end": 1420.91, "word": " قدامنا", "probability": 0.962890625}, {"start": 1420.91, "end": 1421.37, "word": " for", "probability": 0.703125}, {"start": 1421.37, "end": 1421.75, "word": " example", "probability": 0.96728515625}, {"start": 1421.75, "end": 1422.43, "word": " if", "probability": 0.8876953125}, {"start": 1422.43, "end": 1423.43, "word": " wind", "probability": 0.9248046875}, {"start": 1423.43, "end": 1423.63, "word": " is", "probability": 0.97119140625}, {"start": 1423.63, "end": 1424.25, "word": " strong", "probability": 0.9052734375}, {"start": 1424.25, "end": 1425.07, "word": " then", "probability": 0.84033203125}, {"start": 1425.07, "end": 1425.77, "word": " sailing", "probability": 0.83349609375}, {"start": 1425.77, "end": 1426.01, "word": " is", "probability": 0.97119140625}, {"start": 1426.01, "end": 1426.31, "word": " good", "probability": 0.9296875}, {"start": 1426.31, "end": 1426.77, "word": " إذا", "probability": 0.909423828125}, {"start": 1426.77, "end": 1426.99, "word": " كان", "probability": 0.9951171875}, {"start": 1426.99, "end": 1427.23, "word": " والله", "probability": 0.8896484375}, {"start": 1427.23, "end": 1427.55, "word": " الرياح", "probability": 0.9417317708333334}, {"start": 1427.55, "end": 1428.03, "word": " قوية", "probability": 0.99365234375}, {"start": 1428.03, "end": 1428.99, "word": " فالإبحار", "probability": 0.95361328125}, {"start": 1428.99, "end": 1429.43, "word": " هيكون", "probability": 0.92041015625}, {"start": 1429.43, "end": 1429.81, "word": " جيد", "probability": 0.98388671875}, {"start": 1429.81, "end": 1430.13, "word": " لأن", "probability": 0.837890625}, {"start": 1430.13, "end": 1430.47, "word": " طبعًا", "probability": 0.83994140625}, {"start": 1430.47, "end": 1430.61, "word": " هذا", "probability": 0.95068359375}, {"start": 1430.61, "end": 1430.99, "word": " الكلام", "probability": 0.97314453125}, {"start": 1430.99, "end": 1431.23, "word": " في", "probability": 0.9853515625}, {"start": 1431.23, "end": 1432.51, "word": " حالة", "probability": 0.8766276041666666}, {"start": 1432.51, "end": 1434.11, "word": " المراكب", "probability": 0.892333984375}, {"start": 1434.11, "end": 1434.73, "word": " الشراعية", "probability": 0.9676513671875}, {"start": 1434.73, "end": 1435.17, "word": " اللي", "probability": 0.976806640625}, {"start": 1435.17, "end": 1435.35, "word": " بيكون", "probability": 0.9002278645833334}, {"start": 1435.35, "end": 1435.57, "word": " فيها", "probability": 0.990234375}, {"start": 1435.57, "end": 1435.97, "word": " شراع", "probability": 0.9640299479166666}, {"start": 1435.97, "end": 1436.81, "word": " ومحتاجة", "probability": 0.9455078125}, {"start": 1436.81, "end": 1436.99, "word": " هوا", "probability": 0.50732421875}], "temperature": 1.0}, {"id": 63, "seek": 145619, "start": 1437.87, "end": 1456.19, "text": "Okay كمان مثال if project duration is long then completion risk .. completion risk is .. is high الآن linguistic variable اللي هي ال .. المتغير تبعنا هي ال project duration", "tokens": [8297, 9122, 2304, 7649, 50113, 6027, 498, 1716, 16365, 307, 938, 550, 19372, 3148, 4386, 19372, 3148, 307, 4386, 307, 1090, 6024, 48506, 43002, 7006, 13672, 1829, 39896, 2423, 4386, 9673, 2655, 17082, 13546, 6055, 3555, 3615, 8315, 39896, 2423, 1716, 16365], "avg_logprob": -0.15815770418144937, "compression_ratio": 1.4054054054054055, "no_speech_prob": 0.0, "words": [{"start": 1437.87, "end": 1438.27, "word": "Okay", "probability": 0.9130859375}, {"start": 1438.27, "end": 1439.27, "word": " كمان", "probability": 0.92529296875}, {"start": 1439.27, "end": 1439.67, "word": " مثال", "probability": 0.98291015625}, {"start": 1439.67, "end": 1440.13, "word": " if", "probability": 0.62646484375}, {"start": 1440.13, "end": 1440.65, "word": " project", "probability": 0.9814453125}, {"start": 1440.65, "end": 1441.21, "word": " duration", "probability": 0.982421875}, {"start": 1441.21, "end": 1441.49, "word": " is", "probability": 0.97314453125}, {"start": 1441.49, "end": 1441.99, "word": " long", "probability": 0.9619140625}, {"start": 1441.99, "end": 1443.13, "word": " then", "probability": 0.76513671875}, {"start": 1443.13, "end": 1444.05, "word": " completion", "probability": 0.919921875}, {"start": 1444.05, "end": 1445.17, "word": " risk", "probability": 0.96337890625}, {"start": 1445.17, "end": 1445.29, "word": " ..", "probability": 0.43359375}, {"start": 1445.29, "end": 1446.05, "word": " completion", "probability": 0.7470703125}, {"start": 1446.05, "end": 1446.59, "word": " risk", "probability": 0.97412109375}, {"start": 1446.59, "end": 1447.05, "word": " is", "probability": 0.74853515625}, {"start": 1447.05, "end": 1447.25, "word": " ..", "probability": 0.732421875}, {"start": 1447.25, "end": 1447.75, "word": " is", "probability": 0.80908203125}, {"start": 1447.75, "end": 1448.47, "word": " high", "probability": 0.94287109375}, {"start": 1448.47, "end": 1449.51, "word": " الآن", "probability": 0.6531982421875}, {"start": 1449.51, "end": 1451.09, "word": " linguistic", "probability": 0.8994140625}, {"start": 1451.09, "end": 1451.67, "word": " variable", "probability": 0.9384765625}, {"start": 1451.67, "end": 1452.15, "word": " اللي", "probability": 0.966552734375}, {"start": 1452.15, "end": 1452.51, "word": " هي", "probability": 0.84326171875}, {"start": 1452.51, "end": 1453.19, "word": " ال", "probability": 0.62939453125}, {"start": 1453.19, "end": 1453.45, "word": " ..", "probability": 0.96875}, {"start": 1453.45, "end": 1454.31, "word": " المتغير", "probability": 0.97998046875}, {"start": 1454.31, "end": 1454.65, "word": " تبعنا", "probability": 0.87353515625}, {"start": 1454.65, "end": 1454.79, "word": " هي", "probability": 0.62890625}, {"start": 1454.79, "end": 1454.93, "word": " ال", "probability": 0.794921875}, {"start": 1454.93, "end": 1455.31, "word": " project", "probability": 0.99365234375}, {"start": 1455.31, "end": 1456.19, "word": " duration", "probability": 0.9853515625}], "temperature": 1.0}, {"id": 64, "seek": 147460, "start": 1457.24, "end": 1474.6, "text": "ال project duration هذا هو المتغير لكن ال long هذه هي ال membership ضمن set معينة فانا بختارها اللي هي كقيمة للمتغير كقيمة للمتغير لأن ال long هذه هي واحدة صارت من ال universe of discourse تبعتنا اللي تمتد", "tokens": [6027, 1716, 16365, 23758, 31439, 9673, 2655, 17082, 13546, 44381, 2423, 938, 29538, 39896, 2423, 16560, 48812, 27842, 992, 20449, 9957, 3660, 6156, 7649, 995, 4724, 46456, 9640, 11296, 13672, 1829, 39896, 9122, 4587, 32640, 3660, 5296, 19528, 2655, 17082, 13546, 9122, 4587, 32640, 3660, 5296, 19528, 2655, 17082, 13546, 5296, 33456, 2423, 938, 29538, 39896, 36764, 24401, 3660, 20328, 9640, 2655, 9154, 2423, 6445, 295, 23938, 6055, 3555, 34268, 8315, 13672, 1829, 46811, 2655, 3215], "avg_logprob": -0.13413149660283868, "compression_ratio": 1.6861702127659575, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1457.24, "end": 1457.38, "word": "ال", "probability": 0.322021484375}, {"start": 1457.38, "end": 1457.56, "word": " project", "probability": 0.52685546875}, {"start": 1457.56, "end": 1457.94, "word": " duration", "probability": 0.94873046875}, {"start": 1457.94, "end": 1458.16, "word": " هذا", "probability": 0.444580078125}, {"start": 1458.16, "end": 1458.26, "word": " هو", "probability": 0.85986328125}, {"start": 1458.26, "end": 1458.86, "word": " المتغير", "probability": 0.9921875}, {"start": 1458.86, "end": 1459.52, "word": " لكن", "probability": 0.7001953125}, {"start": 1459.52, "end": 1459.92, "word": " ال", "probability": 0.92578125}, {"start": 1459.92, "end": 1460.36, "word": " long", "probability": 0.77587890625}, {"start": 1460.36, "end": 1461.04, "word": " هذه", "probability": 0.65380859375}, {"start": 1461.04, "end": 1461.52, "word": " هي", "probability": 0.75439453125}, {"start": 1461.52, "end": 1462.06, "word": " ال", "probability": 0.9091796875}, {"start": 1462.06, "end": 1462.58, "word": " membership", "probability": 0.84033203125}, {"start": 1462.58, "end": 1463.6, "word": " ضمن", "probability": 0.99365234375}, {"start": 1463.6, "end": 1464.5, "word": " set", "probability": 0.88330078125}, {"start": 1464.5, "end": 1465.2, "word": " معينة", "probability": 0.9816080729166666}, {"start": 1465.2, "end": 1465.74, "word": " فانا", "probability": 0.81494140625}, {"start": 1465.74, "end": 1466.34, "word": " بختارها", "probability": 0.9097900390625}, {"start": 1466.34, "end": 1466.48, "word": " اللي", "probability": 0.918212890625}, {"start": 1466.48, "end": 1466.78, "word": " هي", "probability": 0.94677734375}, {"start": 1466.78, "end": 1467.88, "word": " كقيمة", "probability": 0.9425048828125}, {"start": 1467.88, "end": 1468.7, "word": " للمتغير", "probability": 0.9568359375}, {"start": 1468.7, "end": 1469.28, "word": " كقيمة", "probability": 0.830078125}, {"start": 1469.28, "end": 1469.68, "word": " للمتغير", "probability": 0.9470703125}, {"start": 1469.68, "end": 1469.94, "word": " لأن", "probability": 0.837158203125}, {"start": 1469.94, "end": 1470.34, "word": " ال", "probability": 0.72802734375}, {"start": 1470.34, "end": 1470.6, "word": " long", "probability": 0.95263671875}, {"start": 1470.6, "end": 1470.86, "word": " هذه", "probability": 0.7939453125}, {"start": 1470.86, "end": 1471.16, "word": " هي", "probability": 0.79638671875}, {"start": 1471.16, "end": 1471.62, "word": " واحدة", "probability": 0.9778645833333334}, {"start": 1471.62, "end": 1471.9, "word": " صارت", "probability": 0.9697265625}, {"start": 1471.9, "end": 1472.06, "word": " من", "probability": 0.994140625}, {"start": 1472.06, "end": 1472.2, "word": " ال", "probability": 0.94677734375}, {"start": 1472.2, "end": 1472.48, "word": " universe", "probability": 0.6337890625}, {"start": 1472.48, "end": 1472.68, "word": " of", "probability": 0.927734375}, {"start": 1472.68, "end": 1473.02, "word": " discourse", "probability": 0.94921875}, {"start": 1473.02, "end": 1473.52, "word": " تبعتنا", "probability": 0.907958984375}, {"start": 1473.52, "end": 1473.98, "word": " اللي", "probability": 0.959228515625}, {"start": 1473.98, "end": 1474.6, "word": " تمتد", "probability": 0.9793294270833334}], "temperature": 1.0}, {"id": 65, "seek": 149842, "start": 1475.72, "end": 1498.42, "text": "على الـ x-axis تمتد على الـ x-axis وبعدين بنحط لها rule أو بنشكل ال membership تبعتنا وال relationship أو ال edges تبعتنا لكل set وجدش بطلع فيه تقاطعات بنحسب الفزي بتاعتها تمام if speed is slow", "tokens": [3615, 23942, 2423, 39184, 2031, 12, 24633, 46811, 2655, 3215, 15844, 2423, 39184, 2031, 12, 24633, 46599, 22488, 9957, 44945, 5016, 9566, 5296, 11296, 4978, 34051, 44945, 8592, 28820, 2423, 16560, 6055, 3555, 34268, 8315, 16070, 2480, 34051, 2423, 8819, 6055, 3555, 34268, 8315, 5296, 28820, 992, 49610, 3215, 8592, 4724, 9566, 1211, 3615, 8978, 3224, 6055, 4587, 41193, 3615, 9307, 44945, 5016, 35457, 27188, 11622, 1829, 39894, 995, 34268, 11296, 46811, 10943, 498, 3073, 307, 2964], "avg_logprob": -0.1888020892555897, "compression_ratio": 1.5208333333333333, "no_speech_prob": 0.0, "words": [{"start": 1475.72, "end": 1476.1, "word": "على", "probability": 0.7880859375}, {"start": 1476.1, "end": 1476.62, "word": " الـ", "probability": 0.6260986328125}, {"start": 1476.62, "end": 1476.8, "word": " x", "probability": 0.4501953125}, {"start": 1476.8, "end": 1477.28, "word": "-axis", "probability": 0.72314453125}, {"start": 1477.28, "end": 1477.82, "word": " تمتد", "probability": 0.8221842447916666}, {"start": 1477.82, "end": 1477.96, "word": " على", "probability": 0.86328125}, {"start": 1477.96, "end": 1478.14, "word": " الـ", "probability": 0.838623046875}, {"start": 1478.14, "end": 1478.28, "word": " x", "probability": 0.859375}, {"start": 1478.28, "end": 1478.7, "word": "-axis", "probability": 0.96630859375}, {"start": 1478.7, "end": 1479.32, "word": " وبعدين", "probability": 0.8108723958333334}, {"start": 1479.32, "end": 1479.7, "word": " بنحط", "probability": 0.8821614583333334}, {"start": 1479.7, "end": 1480.02, "word": " لها", "probability": 0.891357421875}, {"start": 1480.02, "end": 1481.12, "word": " rule", "probability": 0.85595703125}, {"start": 1481.12, "end": 1481.52, "word": " أو", "probability": 0.8203125}, {"start": 1481.52, "end": 1482.44, "word": " بنشكل", "probability": 0.955078125}, {"start": 1482.44, "end": 1482.88, "word": " ال", "probability": 0.93701171875}, {"start": 1482.88, "end": 1483.28, "word": " membership", "probability": 0.59130859375}, {"start": 1483.28, "end": 1483.98, "word": " تبعتنا", "probability": 0.927001953125}, {"start": 1483.98, "end": 1484.6, "word": " وال", "probability": 0.62255859375}, {"start": 1484.6, "end": 1485.36, "word": " relationship", "probability": 0.8857421875}, {"start": 1485.36, "end": 1486.04, "word": " أو", "probability": 0.806640625}, {"start": 1486.04, "end": 1486.26, "word": " ال", "probability": 0.86962890625}, {"start": 1486.26, "end": 1488.2, "word": " edges", "probability": 0.2032470703125}, {"start": 1488.2, "end": 1488.86, "word": " تبعتنا", "probability": 0.95068359375}, {"start": 1488.86, "end": 1489.6, "word": " لكل", "probability": 0.982666015625}, {"start": 1489.6, "end": 1490.34, "word": " set", "probability": 0.9619140625}, {"start": 1490.34, "end": 1491.0, "word": " وجدش", "probability": 0.8889973958333334}, {"start": 1491.0, "end": 1491.28, "word": " بطلع", "probability": 0.8558349609375}, {"start": 1491.28, "end": 1491.42, "word": " فيه", "probability": 0.895263671875}, {"start": 1491.42, "end": 1491.96, "word": " تقاطعات", "probability": 0.87841796875}, {"start": 1491.96, "end": 1492.44, "word": " بنحسب", "probability": 0.88330078125}, {"start": 1492.44, "end": 1493.3, "word": " الفزي", "probability": 0.777587890625}, {"start": 1493.3, "end": 1494.04, "word": " بتاعتها", "probability": 0.93798828125}, {"start": 1494.04, "end": 1495.04, "word": " تمام", "probability": 0.849853515625}, {"start": 1495.04, "end": 1496.46, "word": " if", "probability": 0.71484375}, {"start": 1496.46, "end": 1496.98, "word": " speed", "probability": 0.9052734375}, {"start": 1496.98, "end": 1497.72, "word": " is", "probability": 0.96484375}, {"start": 1497.72, "end": 1498.42, "word": " slow", "probability": 0.9580078125}], "temperature": 1.0}, {"id": 66, "seek": 151969, "start": 1499.63, "end": 1519.69, "text": "then stopping distance is short إذا كان السرعة بطيئة فمسافة التوقف أكيد هتكون أقل واحد سريع معناته حتى لو مسك break بده ياخد مسافة طويلة قبل ما تجف تماما السيارة فهذا منطقي okay الآن الشغل المهم هي الهجم", "tokens": [19096, 12767, 4560, 307, 2099, 11933, 15730, 25961, 21136, 2288, 27884, 4724, 9566, 1829, 19986, 3660, 6156, 2304, 3794, 31845, 3660, 16712, 30543, 5172, 5551, 4117, 25708, 8032, 2655, 30544, 5551, 4587, 1211, 36764, 24401, 8608, 16572, 3615, 20449, 8315, 47395, 11331, 49975, 45164, 47524, 4117, 1821, 47525, 3224, 7251, 47283, 3215, 47524, 31845, 3660, 23032, 2407, 26895, 3660, 12174, 36150, 19446, 6055, 7435, 5172, 46811, 10943, 995, 21136, 1829, 9640, 3660, 6156, 3224, 15730, 9154, 9566, 38436, 1392, 6024, 48506, 25124, 17082, 1211, 9673, 16095, 39896, 2423, 3224, 7435, 2304], "avg_logprob": -0.12771739843099014, "compression_ratio": 1.493273542600897, "no_speech_prob": 7.748603820800781e-07, "words": [{"start": 1499.63, "end": 1500.03, "word": "then", "probability": 0.444091796875}, {"start": 1500.03, "end": 1500.87, "word": " stopping", "probability": 0.71728515625}, {"start": 1500.87, "end": 1501.67, "word": " distance", "probability": 0.9501953125}, {"start": 1501.67, "end": 1501.97, "word": " is", "probability": 0.9541015625}, {"start": 1501.97, "end": 1502.45, "word": " short", "probability": 0.96728515625}, {"start": 1502.45, "end": 1502.99, "word": " إذا", "probability": 0.8515625}, {"start": 1502.99, "end": 1503.31, "word": " كان", "probability": 0.9951171875}, {"start": 1503.31, "end": 1504.15, "word": " السرعة", "probability": 0.8815104166666666}, {"start": 1504.15, "end": 1505.13, "word": " بطيئة", "probability": 0.880810546875}, {"start": 1505.13, "end": 1506.17, "word": " فمسافة", "probability": 0.9875}, {"start": 1506.17, "end": 1506.85, "word": " التوقف", "probability": 0.9830729166666666}, {"start": 1506.85, "end": 1507.39, "word": " أكيد", "probability": 0.9567057291666666}, {"start": 1507.39, "end": 1507.75, "word": " هتكون", "probability": 0.9122721354166666}, {"start": 1507.75, "end": 1508.45, "word": " أقل", "probability": 0.9733072916666666}, {"start": 1508.45, "end": 1508.95, "word": " واحد", "probability": 0.885986328125}, {"start": 1508.95, "end": 1509.35, "word": " سريع", "probability": 0.9933268229166666}, {"start": 1509.35, "end": 1509.75, "word": " معناته", "probability": 0.96337890625}, {"start": 1509.75, "end": 1510.03, "word": " حتى", "probability": 0.928466796875}, {"start": 1510.03, "end": 1510.19, "word": " لو", "probability": 0.994140625}, {"start": 1510.19, "end": 1510.45, "word": " مسك", "probability": 0.951171875}, {"start": 1510.45, "end": 1510.81, "word": " break", "probability": 0.59375}, {"start": 1510.81, "end": 1511.37, "word": " بده", "probability": 0.6512451171875}, {"start": 1511.37, "end": 1511.61, "word": " ياخد", "probability": 0.9754231770833334}, {"start": 1511.61, "end": 1511.97, "word": " مسافة", "probability": 0.99072265625}, {"start": 1511.97, "end": 1512.31, "word": " طويلة", "probability": 0.9661865234375}, {"start": 1512.31, "end": 1512.45, "word": " قبل", "probability": 0.821533203125}, {"start": 1512.45, "end": 1512.57, "word": " ما", "probability": 0.8740234375}, {"start": 1512.57, "end": 1512.85, "word": " تجف", "probability": 0.8351236979166666}, {"start": 1512.85, "end": 1513.33, "word": " تماما", "probability": 0.87841796875}, {"start": 1513.33, "end": 1513.85, "word": " السيارة", "probability": 0.9862060546875}, {"start": 1513.85, "end": 1514.41, "word": " فهذا", "probability": 0.8948567708333334}, {"start": 1514.41, "end": 1515.35, "word": " منطقي", "probability": 0.9500325520833334}, {"start": 1515.35, "end": 1516.35, "word": " okay", "probability": 0.67822265625}, {"start": 1516.35, "end": 1517.25, "word": " الآن", "probability": 0.7203369140625}, {"start": 1517.25, "end": 1518.15, "word": " الشغل", "probability": 0.8361002604166666}, {"start": 1518.15, "end": 1518.53, "word": " المهم", "probability": 0.994384765625}, {"start": 1518.53, "end": 1518.95, "word": " هي", "probability": 0.6376953125}, {"start": 1518.95, "end": 1519.69, "word": " الهجم", "probability": 0.7982177734375}], "temperature": 1.0}, {"id": 67, "seek": 154829, "start": 1520.25, "end": 1548.29, "text": "الـ Hedge بالنسبالنا هي الـ edges اللي احنا بنحكي عنها ال edges وهذه مهمة جدا من الحاجات المهمة ممكن تغير ال behavior بتاعة الحل بشكل قاطع بشكل كامل جدا لما نيجي نقول هنا very short مثلا كاتجورية هنا سمنها very short هنا average و هنا ممكن very tall ممكن جدا نغير في شكل", "tokens": [6027, 39184, 389, 12203, 20666, 1863, 35457, 6027, 8315, 39896, 2423, 39184, 8819, 13672, 1829, 1975, 5016, 8315, 44945, 5016, 4117, 1829, 18871, 11296, 2423, 8819, 37037, 24192, 3714, 16095, 3660, 10874, 28259, 9154, 21542, 26108, 9307, 9673, 16095, 3660, 3714, 43020, 6055, 17082, 13546, 2423, 5223, 39894, 995, 27884, 21542, 1211, 4724, 8592, 28820, 12174, 41193, 3615, 4724, 8592, 28820, 9122, 10943, 1211, 10874, 28259, 5296, 15042, 8717, 1829, 7435, 1829, 8717, 39648, 34105, 588, 2099, 50113, 15040, 9122, 9307, 7435, 13063, 10632, 34105, 8608, 27842, 11296, 588, 2099, 34105, 4274, 4032, 34105, 3714, 43020, 588, 6764, 3714, 43020, 10874, 28259, 8717, 17082, 13546, 8978, 13412, 28820], "avg_logprob": -0.1648509234463403, "compression_ratio": 1.8382978723404255, "no_speech_prob": 0.0, "words": [{"start": 1520.25, "end": 1521.09, "word": "الـ", "probability": 0.571533203125}, {"start": 1521.09, "end": 1521.29, "word": " Hedge", "probability": 0.611328125}, {"start": 1521.29, "end": 1521.87, "word": " بالنسبالنا", "probability": 0.90830078125}, {"start": 1521.87, "end": 1522.13, "word": " هي", "probability": 0.90625}, {"start": 1522.13, "end": 1522.63, "word": " الـ", "probability": 0.773681640625}, {"start": 1522.63, "end": 1523.17, "word": " edges", "probability": 0.453857421875}, {"start": 1523.17, "end": 1523.35, "word": " اللي", "probability": 0.878173828125}, {"start": 1523.35, "end": 1523.51, "word": " احنا", "probability": 0.7939453125}, {"start": 1523.51, "end": 1523.85, "word": " بنحكي", "probability": 0.943359375}, {"start": 1523.85, "end": 1524.13, "word": " عنها", "probability": 0.99560546875}, {"start": 1524.13, "end": 1524.49, "word": " ال", "probability": 0.96044921875}, {"start": 1524.49, "end": 1524.79, "word": " edges", "probability": 0.61328125}, {"start": 1524.79, "end": 1525.15, "word": " وهذه", "probability": 0.43023681640625}, {"start": 1525.15, "end": 1525.57, "word": " مهمة", "probability": 0.9747721354166666}, {"start": 1525.57, "end": 1525.87, "word": " جدا", "probability": 0.9873046875}, {"start": 1525.87, "end": 1526.53, "word": " من", "probability": 0.89990234375}, {"start": 1526.53, "end": 1526.87, "word": " الحاجات", "probability": 0.9952799479166666}, {"start": 1526.87, "end": 1527.29, "word": " المهمة", "probability": 0.8839518229166666}, {"start": 1527.29, "end": 1527.51, "word": " ممكن", "probability": 0.969482421875}, {"start": 1527.51, "end": 1527.95, "word": " تغير", "probability": 0.91845703125}, {"start": 1527.95, "end": 1528.09, "word": " ال", "probability": 0.85009765625}, {"start": 1528.09, "end": 1528.43, "word": " behavior", "probability": 0.89599609375}, {"start": 1528.43, "end": 1528.71, "word": " بتاعة", "probability": 0.9007161458333334}, {"start": 1528.71, "end": 1529.09, "word": " الحل", "probability": 0.97265625}, {"start": 1529.09, "end": 1529.79, "word": " بشكل", "probability": 0.99072265625}, {"start": 1529.79, "end": 1531.23, "word": " قاطع", "probability": 0.9793294270833334}, {"start": 1531.23, "end": 1531.57, "word": " بشكل", "probability": 0.9449869791666666}, {"start": 1531.57, "end": 1531.95, "word": " كامل", "probability": 0.99609375}, {"start": 1531.95, "end": 1532.31, "word": " جدا", "probability": 0.995849609375}, {"start": 1532.31, "end": 1533.97, "word": " لما", "probability": 0.921630859375}, {"start": 1533.97, "end": 1534.17, "word": " نيجي", "probability": 0.9420166015625}, {"start": 1534.17, "end": 1534.51, "word": " نقول", "probability": 0.989990234375}, {"start": 1534.51, "end": 1535.53, "word": " هنا", "probability": 0.9833984375}, {"start": 1535.53, "end": 1535.83, "word": " very", "probability": 0.84814453125}, {"start": 1535.83, "end": 1537.51, "word": " short", "probability": 0.9677734375}, {"start": 1537.51, "end": 1539.21, "word": " مثلا", "probability": 0.984130859375}, {"start": 1539.21, "end": 1539.89, "word": " كاتجورية", "probability": 0.5423828125}, {"start": 1539.89, "end": 1540.03, "word": " هنا", "probability": 0.89794921875}, {"start": 1540.03, "end": 1540.41, "word": " سمنها", "probability": 0.7809244791666666}, {"start": 1540.41, "end": 1540.65, "word": " very", "probability": 0.8759765625}, {"start": 1540.65, "end": 1541.11, "word": " short", "probability": 0.97705078125}, {"start": 1541.11, "end": 1541.91, "word": " هنا", "probability": 0.95751953125}, {"start": 1541.91, "end": 1542.77, "word": " average", "probability": 0.82177734375}, {"start": 1542.77, "end": 1543.31, "word": " و", "probability": 0.53564453125}, {"start": 1543.31, "end": 1543.51, "word": " هنا", "probability": 0.77978515625}, {"start": 1543.51, "end": 1543.89, "word": " ممكن", "probability": 0.98681640625}, {"start": 1543.89, "end": 1544.45, "word": " very", "probability": 0.86962890625}, {"start": 1544.45, "end": 1544.87, "word": " tall", "probability": 0.8955078125}, {"start": 1544.87, "end": 1545.73, "word": " ممكن", "probability": 0.973388671875}, {"start": 1545.73, "end": 1546.27, "word": " جدا", "probability": 0.99853515625}, {"start": 1546.27, "end": 1547.41, "word": " نغير", "probability": 0.8411458333333334}, {"start": 1547.41, "end": 1547.87, "word": " في", "probability": 0.8994140625}, {"start": 1547.87, "end": 1548.29, "word": " شكل", "probability": 0.986083984375}], "temperature": 1.0}, {"id": 68, "seek": 157375, "start": 1549.11, "end": 1573.75, "text": "الـ .. الـ hedge اللي هي الأطراف تبعتنا بحيث أنه نعمل category أو نعمل set إضافية set إضافية ممكن جدا هذه نغيرها لو قلنا هذا هيك الشكل كل اللي يقع هنا هو short وكل اللي يقع هنا هو tall", "tokens": [6027, 39184, 4386, 2423, 39184, 25304, 13672, 1829, 39896, 16247, 9566, 23557, 5172, 6055, 3555, 34268, 8315, 4724, 5016, 1829, 12984, 14739, 3224, 8717, 25957, 1211, 7719, 34051, 8717, 25957, 1211, 992, 11933, 11242, 31845, 10632, 992, 11933, 11242, 31845, 10632, 3714, 43020, 10874, 28259, 29538, 8717, 17082, 13546, 11296, 45164, 12174, 1211, 8315, 23758, 39896, 4117, 25124, 28820, 28242, 13672, 1829, 7251, 4587, 3615, 34105, 31439, 2099, 4032, 28820, 13672, 1829, 7251, 4587, 3615, 34105, 31439, 6764], "avg_logprob": -0.1400316500965553, "compression_ratio": 1.694915254237288, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1549.11, "end": 1549.77, "word": "الـ", "probability": 0.82275390625}, {"start": 1549.77, "end": 1549.77, "word": " ..", "probability": 0.2548828125}, {"start": 1549.77, "end": 1550.09, "word": " الـ", "probability": 0.6983642578125}, {"start": 1550.09, "end": 1550.33, "word": " hedge", "probability": 0.36962890625}, {"start": 1550.33, "end": 1551.77, "word": " اللي", "probability": 0.87744140625}, {"start": 1551.77, "end": 1551.89, "word": " هي", "probability": 0.91845703125}, {"start": 1551.89, "end": 1552.67, "word": " الأطراف", "probability": 0.9774169921875}, {"start": 1552.67, "end": 1554.11, "word": " تبعتنا", "probability": 0.944091796875}, {"start": 1554.11, "end": 1555.25, "word": " بحيث", "probability": 0.97216796875}, {"start": 1555.25, "end": 1555.49, "word": " أنه", "probability": 0.689208984375}, {"start": 1555.49, "end": 1555.79, "word": " نعمل", "probability": 0.9972330729166666}, {"start": 1555.79, "end": 1556.45, "word": " category", "probability": 0.9521484375}, {"start": 1556.45, "end": 1556.87, "word": " أو", "probability": 0.78125}, {"start": 1556.87, "end": 1557.25, "word": " نعمل", "probability": 0.9884440104166666}, {"start": 1557.25, "end": 1557.55, "word": " set", "probability": 0.81103515625}, {"start": 1557.55, "end": 1558.17, "word": " إضافية", "probability": 0.9893798828125}, {"start": 1558.17, "end": 1559.01, "word": " set", "probability": 0.272216796875}, {"start": 1559.01, "end": 1559.65, "word": " إضافية", "probability": 0.99267578125}, {"start": 1559.65, "end": 1560.17, "word": " ممكن", "probability": 0.9443359375}, {"start": 1560.17, "end": 1560.65, "word": " جدا", "probability": 0.986083984375}, {"start": 1560.65, "end": 1561.25, "word": " هذه", "probability": 0.56396484375}, {"start": 1561.25, "end": 1563.15, "word": " نغيرها", "probability": 0.9295654296875}, {"start": 1563.15, "end": 1563.67, "word": " لو", "probability": 0.7900390625}, {"start": 1563.67, "end": 1563.97, "word": " قلنا", "probability": 0.7999674479166666}, {"start": 1563.97, "end": 1564.25, "word": " هذا", "probability": 0.5390625}, {"start": 1564.25, "end": 1564.49, "word": " هيك", "probability": 0.9248046875}, {"start": 1564.49, "end": 1564.95, "word": " الشكل", "probability": 0.986083984375}, {"start": 1564.95, "end": 1566.79, "word": " كل", "probability": 0.9267578125}, {"start": 1566.79, "end": 1566.95, "word": " اللي", "probability": 0.98583984375}, {"start": 1566.95, "end": 1567.27, "word": " يقع", "probability": 0.98486328125}, {"start": 1567.27, "end": 1567.57, "word": " هنا", "probability": 0.99755859375}, {"start": 1567.57, "end": 1568.13, "word": " هو", "probability": 0.99072265625}, {"start": 1568.13, "end": 1568.63, "word": " short", "probability": 0.9443359375}, {"start": 1568.63, "end": 1569.89, "word": " وكل", "probability": 0.721435546875}, {"start": 1569.89, "end": 1570.05, "word": " اللي", "probability": 0.99267578125}, {"start": 1570.05, "end": 1570.41, "word": " يقع", "probability": 0.99169921875}, {"start": 1570.41, "end": 1570.79, "word": " هنا", "probability": 0.99755859375}, {"start": 1570.79, "end": 1573.37, "word": " هو", "probability": 0.98974609375}, {"start": 1573.37, "end": 1573.75, "word": " tall", "probability": 0.9287109375}], "temperature": 1.0}, {"id": 69, "seek": 158954, "start": 1575.04, "end": 1589.54, "text": "Tall أو short و في نفس الوقت هنلاحظ كمان كل اللي يقع داخل ال set هذي اللي باللون الأخضر هنا هذي very short", "tokens": [51, 336, 34051, 2099, 4032, 8978, 8717, 36178, 2423, 30543, 2655, 8032, 1863, 15040, 5016, 19913, 9122, 2304, 7649, 28242, 13672, 1829, 7251, 4587, 3615, 11778, 47283, 1211, 2423, 992, 8032, 8848, 1829, 13672, 1829, 20666, 1211, 11536, 16247, 9778, 11242, 2288, 34105, 8032, 8848, 1829, 588, 2099], "avg_logprob": -0.1760204081632653, "compression_ratio": 1.3203125, "no_speech_prob": 0.0, "words": [{"start": 1575.04, "end": 1575.5, "word": "Tall", "probability": 0.5126953125}, {"start": 1575.5, "end": 1576.34, "word": " أو", "probability": 0.767578125}, {"start": 1576.34, "end": 1576.76, "word": " short", "probability": 0.50537109375}, {"start": 1576.76, "end": 1577.32, "word": " و", "probability": 0.84130859375}, {"start": 1577.32, "end": 1577.42, "word": " في", "probability": 0.73681640625}, {"start": 1577.42, "end": 1577.68, "word": " نفس", "probability": 0.99755859375}, {"start": 1577.68, "end": 1578.48, "word": " الوقت", "probability": 0.9910481770833334}, {"start": 1578.48, "end": 1579.58, "word": " هنلاحظ", "probability": 0.8126953125}, {"start": 1579.58, "end": 1579.88, "word": " كمان", "probability": 0.9694010416666666}, {"start": 1579.88, "end": 1580.58, "word": " كل", "probability": 0.9326171875}, {"start": 1580.58, "end": 1580.76, "word": " اللي", "probability": 0.927490234375}, {"start": 1580.76, "end": 1581.16, "word": " يقع", "probability": 0.9720052083333334}, {"start": 1581.16, "end": 1582.9, "word": " داخل", "probability": 0.9835611979166666}, {"start": 1582.9, "end": 1585.24, "word": " ال", "probability": 0.8720703125}, {"start": 1585.24, "end": 1585.64, "word": " set", "probability": 0.64599609375}, {"start": 1585.64, "end": 1586.46, "word": " هذي", "probability": 0.5284016927083334}, {"start": 1586.46, "end": 1586.9, "word": " اللي", "probability": 0.990234375}, {"start": 1586.9, "end": 1587.18, "word": " باللون", "probability": 0.94091796875}, {"start": 1587.18, "end": 1587.64, "word": " الأخضر", "probability": 0.9847412109375}, {"start": 1587.64, "end": 1588.0, "word": " هنا", "probability": 0.93994140625}, {"start": 1588.0, "end": 1588.7, "word": " هذي", "probability": 0.8351236979166666}, {"start": 1588.7, "end": 1588.96, "word": " very", "probability": 0.892578125}, {"start": 1588.96, "end": 1589.54, "word": " short", "probability": 0.98681640625}], "temperature": 1.0}, {"id": 70, "seek": 161437, "start": 1590.59, "end": 1614.37, "text": "بصبحت very short نتيجة ان انا اعملت hedge بشكل مختلف ف ال hedges تبعتنا كيف ممكن اغير فيها بغير حتى ال ال fuzzy area او ال overlapped area اللي موجودة بين الستس وبعضها هنا نفس الكلام ممكن نغيرها نعملها بهذا الشكل و نقول الأخضر هذا الستلة very tall", "tokens": [3555, 9381, 3555, 33753, 588, 2099, 8717, 31371, 7435, 3660, 16472, 1975, 8315, 1975, 25957, 1211, 2655, 25304, 4724, 8592, 28820, 3714, 46456, 46538, 6156, 2423, 33653, 2880, 6055, 3555, 34268, 8315, 9122, 33911, 3714, 43020, 1975, 17082, 13546, 8978, 11296, 4724, 17082, 13546, 11331, 49975, 2423, 2423, 34710, 1859, 1975, 2407, 2423, 670, 875, 3320, 1859, 13672, 1829, 3714, 29245, 23328, 3660, 49374, 21136, 2655, 3794, 46599, 3615, 11242, 11296, 34105, 8717, 36178, 2423, 28820, 10943, 3714, 43020, 8717, 17082, 13546, 11296, 8717, 25957, 1211, 11296, 39627, 15730, 25124, 28820, 4032, 8717, 39648, 16247, 9778, 11242, 2288, 23758, 21136, 2655, 37977, 588, 6764], "avg_logprob": -0.18467262245359875, "compression_ratio": 1.6779661016949152, "no_speech_prob": 0.0, "words": [{"start": 1590.59, "end": 1591.01, "word": "بصبحت", "probability": 0.66009521484375}, {"start": 1591.01, "end": 1591.39, "word": " very", "probability": 0.85595703125}, {"start": 1591.39, "end": 1591.89, "word": " short", "probability": 0.97900390625}, {"start": 1591.89, "end": 1592.73, "word": " نتيجة", "probability": 0.80267333984375}, {"start": 1592.73, "end": 1592.89, "word": " ان", "probability": 0.521484375}, {"start": 1592.89, "end": 1593.03, "word": " انا", "probability": 0.91455078125}, {"start": 1593.03, "end": 1593.55, "word": " اعملت", "probability": 0.72601318359375}, {"start": 1593.55, "end": 1594.11, "word": " hedge", "probability": 0.309814453125}, {"start": 1594.11, "end": 1594.55, "word": " بشكل", "probability": 0.9951171875}, {"start": 1594.55, "end": 1595.09, "word": " مختلف", "probability": 0.9951171875}, {"start": 1595.09, "end": 1595.75, "word": " ف", "probability": 0.76416015625}, {"start": 1595.75, "end": 1596.03, "word": " ال", "probability": 0.52490234375}, {"start": 1596.03, "end": 1596.41, "word": " hedges", "probability": 0.71142578125}, {"start": 1596.41, "end": 1596.99, "word": " تبعتنا", "probability": 0.9505615234375}, {"start": 1596.99, "end": 1597.47, "word": " كيف", "probability": 0.964599609375}, {"start": 1597.47, "end": 1597.75, "word": " ممكن", "probability": 0.989501953125}, {"start": 1597.75, "end": 1598.21, "word": " اغير", "probability": 0.91748046875}, {"start": 1598.21, "end": 1598.67, "word": " فيها", "probability": 0.992919921875}, {"start": 1598.67, "end": 1599.31, "word": " بغير", "probability": 0.8815104166666666}, {"start": 1599.31, "end": 1599.77, "word": " حتى", "probability": 0.939697265625}, {"start": 1599.77, "end": 1600.43, "word": " ال", "probability": 0.87158203125}, {"start": 1600.43, "end": 1600.85, "word": " ال", "probability": 0.57177734375}, {"start": 1600.85, "end": 1601.19, "word": " fuzzy", "probability": 0.7783203125}, {"start": 1601.19, "end": 1601.53, "word": " area", "probability": 0.87109375}, {"start": 1601.53, "end": 1601.79, "word": " او", "probability": 0.858642578125}, {"start": 1601.79, "end": 1602.21, "word": " ال", "probability": 0.90234375}, {"start": 1602.21, "end": 1602.85, "word": " overlapped", "probability": 0.7897135416666666}, {"start": 1602.85, "end": 1603.29, "word": " area", "probability": 0.849609375}, {"start": 1603.29, "end": 1603.71, "word": " اللي", "probability": 0.8330078125}, {"start": 1603.71, "end": 1604.15, "word": " موجودة", "probability": 0.9833984375}, {"start": 1604.15, "end": 1604.47, "word": " بين", "probability": 0.97900390625}, {"start": 1604.47, "end": 1605.11, "word": " الستس", "probability": 0.5640869140625}, {"start": 1605.11, "end": 1605.57, "word": " وبعضها", "probability": 0.88232421875}, {"start": 1605.57, "end": 1605.97, "word": " هنا", "probability": 0.81201171875}, {"start": 1605.97, "end": 1606.21, "word": " نفس", "probability": 0.996826171875}, {"start": 1606.21, "end": 1606.69, "word": " الكلام", "probability": 0.9609375}, {"start": 1606.69, "end": 1607.25, "word": " ممكن", "probability": 0.932861328125}, {"start": 1607.25, "end": 1608.41, "word": " نغيرها", "probability": 0.921630859375}, {"start": 1608.41, "end": 1608.87, "word": " نعملها", "probability": 0.87060546875}, {"start": 1608.87, "end": 1609.13, "word": " بهذا", "probability": 0.970458984375}, {"start": 1609.13, "end": 1609.57, "word": " الشكل", "probability": 0.991455078125}, {"start": 1609.57, "end": 1610.25, "word": " و", "probability": 0.98681640625}, {"start": 1610.25, "end": 1610.57, "word": " نقول", "probability": 0.767578125}, {"start": 1610.57, "end": 1611.51, "word": " الأخضر", "probability": 0.9566650390625}, {"start": 1611.51, "end": 1612.31, "word": " هذا", "probability": 0.85009765625}, {"start": 1612.31, "end": 1613.37, "word": " الستلة", "probability": 0.8064778645833334}, {"start": 1613.37, "end": 1614.01, "word": " very", "probability": 0.89697265625}, {"start": 1614.01, "end": 1614.37, "word": " tall", "probability": 0.88134765625}], "temperature": 1.0}, {"id": 71, "seek": 164120, "start": 1615.36, "end": 1641.2, "text": "تمام اللي هتظل كما هي مثلا المتوسط اللي هي ال average في النص فكل قيمة الآن بنقدر نعبر عنها بالحواف تبعت كل area كيف؟ يعني لو قلنا النقطة هذه و احنا واضح ان احنا هنا برضه بنتكلم عن ال height اه و عند ال 184", "tokens": [39237, 10943, 13672, 1829, 8032, 2655, 19913, 1211, 9122, 15042, 39896, 50113, 15040, 9673, 2655, 41779, 9566, 13672, 1829, 39896, 2423, 4274, 8978, 28239, 9381, 6156, 28820, 12174, 32640, 3660, 6024, 48506, 44945, 28543, 2288, 8717, 3615, 26890, 18871, 11296, 20666, 5016, 14407, 5172, 6055, 3555, 34268, 28242, 1859, 9122, 33911, 22807, 37495, 22653, 45164, 12174, 1211, 8315, 28239, 47432, 3660, 29538, 4032, 1975, 5016, 8315, 4032, 46958, 5016, 16472, 1975, 5016, 8315, 34105, 4724, 43042, 3224, 44945, 2655, 4117, 19528, 18871, 2423, 6681, 1975, 3224, 4032, 43242, 2423, 2443, 19], "avg_logprob": -0.17764946251459743, "compression_ratio": 1.6730769230769231, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1615.36, "end": 1615.74, "word": "تمام", "probability": 0.861572265625}, {"start": 1615.74, "end": 1616.2, "word": " اللي", "probability": 0.5924072265625}, {"start": 1616.2, "end": 1616.66, "word": " هتظل", "probability": 0.7509765625}, {"start": 1616.66, "end": 1617.8, "word": " كما", "probability": 0.792724609375}, {"start": 1617.8, "end": 1617.96, "word": " هي", "probability": 0.88623046875}, {"start": 1617.96, "end": 1618.28, "word": " مثلا", "probability": 0.934326171875}, {"start": 1618.28, "end": 1619.0, "word": " المتوسط", "probability": 0.9595947265625}, {"start": 1619.0, "end": 1619.12, "word": " اللي", "probability": 0.932373046875}, {"start": 1619.12, "end": 1619.2, "word": " هي", "probability": 0.80810546875}, {"start": 1619.2, "end": 1619.32, "word": " ال", "probability": 0.8759765625}, {"start": 1619.32, "end": 1619.76, "word": " average", "probability": 0.5}, {"start": 1619.76, "end": 1620.38, "word": " في", "probability": 0.83447265625}, {"start": 1620.38, "end": 1620.78, "word": " النص", "probability": 0.955322265625}, {"start": 1620.78, "end": 1622.36, "word": " فكل", "probability": 0.93359375}, {"start": 1622.36, "end": 1622.98, "word": " قيمة", "probability": 0.9895833333333334}, {"start": 1622.98, "end": 1623.58, "word": " الآن", "probability": 0.7103271484375}, {"start": 1623.58, "end": 1624.78, "word": " بنقدر", "probability": 0.9156901041666666}, {"start": 1624.78, "end": 1625.28, "word": " نعبر", "probability": 0.8269856770833334}, {"start": 1625.28, "end": 1626.22, "word": " عنها", "probability": 0.99658203125}, {"start": 1626.22, "end": 1629.94, "word": " بالحواف", "probability": 0.702880859375}, {"start": 1629.94, "end": 1630.36, "word": " تبعت", "probability": 0.770263671875}, {"start": 1630.36, "end": 1630.88, "word": " كل", "probability": 0.98583984375}, {"start": 1630.88, "end": 1631.64, "word": " area", "probability": 0.859375}, {"start": 1631.64, "end": 1632.64, "word": " كيف؟", "probability": 0.86083984375}, {"start": 1632.64, "end": 1632.98, "word": " يعني", "probability": 0.961669921875}, {"start": 1632.98, "end": 1633.12, "word": " لو", "probability": 0.9775390625}, {"start": 1633.12, "end": 1633.36, "word": " قلنا", "probability": 0.7825520833333334}, {"start": 1633.36, "end": 1633.78, "word": " النقطة", "probability": 0.9845377604166666}, {"start": 1633.78, "end": 1634.08, "word": " هذه", "probability": 0.70947265625}, {"start": 1634.08, "end": 1635.38, "word": " و", "probability": 0.765625}, {"start": 1635.38, "end": 1635.5, "word": " احنا", "probability": 0.8226725260416666}, {"start": 1635.5, "end": 1635.78, "word": " واضح", "probability": 0.9811197916666666}, {"start": 1635.78, "end": 1635.9, "word": " ان", "probability": 0.48681640625}, {"start": 1635.9, "end": 1636.1, "word": " احنا", "probability": 0.9122721354166666}, {"start": 1636.1, "end": 1636.24, "word": " هنا", "probability": 0.88671875}, {"start": 1636.24, "end": 1636.48, "word": " برضه", "probability": 0.9669596354166666}, {"start": 1636.48, "end": 1636.88, "word": " بنتكلم", "probability": 0.89892578125}, {"start": 1636.88, "end": 1637.04, "word": " عن", "probability": 0.99267578125}, {"start": 1637.04, "end": 1637.16, "word": " ال", "probability": 0.98193359375}, {"start": 1637.16, "end": 1637.42, "word": " height", "probability": 0.88720703125}, {"start": 1637.42, "end": 1638.04, "word": " اه", "probability": 0.6759033203125}, {"start": 1638.04, "end": 1638.24, "word": " و", "probability": 0.859375}, {"start": 1638.24, "end": 1638.46, "word": " عند", "probability": 0.8583984375}, {"start": 1638.46, "end": 1638.66, "word": " ال", "probability": 0.62109375}, {"start": 1638.66, "end": 1641.2, "word": " 184", "probability": 0.89794921875}], "temperature": 1.0}, {"id": 72, "seek": 166686, "start": 1642.16, "end": 1666.86, "text": "برضه عند ال 184 بنعمل خط و بنشوف الخط هذا جداش بيقاطع جداش بتقاطع مع كل الحالات اللي عندنا فحنجد ان الخط فعليا هو ما بين tall و very tall في الحالة اللي عندى فهنا بتقاطع مع الخط الأخضر اللي هو very tall بشوف بس جداش قيمة", "tokens": [3555, 43042, 3224, 43242, 2423, 2443, 19, 4724, 1863, 25957, 1211, 16490, 9566, 4032, 44945, 8592, 38688, 33962, 9566, 23758, 10874, 3215, 33599, 4724, 1829, 4587, 41193, 3615, 10874, 3215, 33599, 39894, 4587, 41193, 3615, 20449, 28242, 21542, 6027, 9307, 13672, 1829, 43242, 8315, 6156, 5016, 1863, 7435, 3215, 16472, 33962, 9566, 6156, 3615, 20292, 995, 31439, 19446, 49374, 6764, 4032, 588, 6764, 8978, 21542, 6027, 3660, 13672, 1829, 43242, 7578, 6156, 3224, 8315, 39894, 4587, 41193, 3615, 20449, 33962, 9566, 16247, 9778, 11242, 2288, 13672, 1829, 31439, 588, 6764, 4724, 8592, 38688, 4724, 3794, 10874, 3215, 33599, 12174, 32640, 3660], "avg_logprob": -0.15226715759319417, "compression_ratio": 1.942408376963351, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 1642.16, "end": 1642.52, "word": "برضه", "probability": 0.76953125}, {"start": 1642.52, "end": 1642.68, "word": " عند", "probability": 0.96142578125}, {"start": 1642.68, "end": 1642.82, "word": " ال", "probability": 0.74267578125}, {"start": 1642.82, "end": 1643.52, "word": " 184", "probability": 0.794921875}, {"start": 1643.52, "end": 1644.24, "word": " بنعمل", "probability": 0.76739501953125}, {"start": 1644.24, "end": 1644.7, "word": " خط", "probability": 0.98974609375}, {"start": 1644.7, "end": 1645.32, "word": " و", "probability": 0.53955078125}, {"start": 1645.32, "end": 1645.88, "word": " بنشوف", "probability": 0.9503580729166666}, {"start": 1645.88, "end": 1647.16, "word": " الخط", "probability": 0.947509765625}, {"start": 1647.16, "end": 1647.34, "word": " هذا", "probability": 0.4765625}, {"start": 1647.34, "end": 1647.72, "word": " جداش", "probability": 0.69140625}, {"start": 1647.72, "end": 1648.72, "word": " بيقاطع", "probability": 0.8134765625}, {"start": 1648.72, "end": 1649.32, "word": " جداش", "probability": 0.7364908854166666}, {"start": 1649.32, "end": 1649.88, "word": " بتقاطع", "probability": 0.9515380859375}, {"start": 1649.88, "end": 1650.06, "word": " مع", "probability": 0.98583984375}, {"start": 1650.06, "end": 1650.34, "word": " كل", "probability": 0.98193359375}, {"start": 1650.34, "end": 1651.02, "word": " الحالات", "probability": 0.9597981770833334}, {"start": 1651.02, "end": 1651.14, "word": " اللي", "probability": 0.89501953125}, {"start": 1651.14, "end": 1651.48, "word": " عندنا", "probability": 0.850341796875}, {"start": 1651.48, "end": 1652.34, "word": " فحنجد", "probability": 0.867578125}, {"start": 1652.34, "end": 1653.18, "word": " ان", "probability": 0.587890625}, {"start": 1653.18, "end": 1653.98, "word": " الخط", "probability": 0.83642578125}, {"start": 1653.98, "end": 1654.56, "word": " فعليا", "probability": 0.8841552734375}, {"start": 1654.56, "end": 1654.8, "word": " هو", "probability": 0.970703125}, {"start": 1654.8, "end": 1655.1, "word": " ما", "probability": 0.849609375}, {"start": 1655.1, "end": 1655.48, "word": " بين", "probability": 0.984375}, {"start": 1655.48, "end": 1656.4, "word": " tall", "probability": 0.76318359375}, {"start": 1656.4, "end": 1657.2, "word": " و", "probability": 0.966796875}, {"start": 1657.2, "end": 1657.4, "word": " very", "probability": 0.8701171875}, {"start": 1657.4, "end": 1657.74, "word": " tall", "probability": 0.88427734375}, {"start": 1657.74, "end": 1657.92, "word": " في", "probability": 0.55517578125}, {"start": 1657.92, "end": 1658.2, "word": " الحالة", "probability": 0.9733072916666666}, {"start": 1658.2, "end": 1658.32, "word": " اللي", "probability": 0.97412109375}, {"start": 1658.32, "end": 1658.74, "word": " عندى", "probability": 0.6396484375}, {"start": 1658.74, "end": 1659.92, "word": " فهنا", "probability": 0.943359375}, {"start": 1659.92, "end": 1662.64, "word": " بتقاطع", "probability": 0.9732666015625}, {"start": 1662.64, "end": 1662.78, "word": " مع", "probability": 0.98876953125}, {"start": 1662.78, "end": 1663.14, "word": " الخط", "probability": 0.982666015625}, {"start": 1663.14, "end": 1663.7, "word": " الأخضر", "probability": 0.9788818359375}, {"start": 1663.7, "end": 1663.96, "word": " اللي", "probability": 0.9365234375}, {"start": 1663.96, "end": 1664.26, "word": " هو", "probability": 0.98486328125}, {"start": 1664.26, "end": 1664.68, "word": " very", "probability": 0.90673828125}, {"start": 1664.68, "end": 1665.02, "word": " tall", "probability": 0.88818359375}, {"start": 1665.02, "end": 1665.6, "word": " بشوف", "probability": 0.9689127604166666}, {"start": 1665.6, "end": 1665.78, "word": " بس", "probability": 0.881103515625}, {"start": 1665.78, "end": 1666.14, "word": " جداش", "probability": 0.9246419270833334}, {"start": 1666.14, "end": 1666.86, "word": " قيمة", "probability": 0.9944661458333334}], "temperature": 1.0}, {"id": 73, "seek": 169142, "start": 1667.42, "end": 1691.42, "text": "الرقم هنا كويس طب هو جداش احتمال ان هو tall بس بس مش very tall هو احتمال اكبر او degree اعلى 0.5 هنا اقل من 0.2 فلما بقول 184 لأ هو tall بس مش very tall اقل نسبة ان هو very tall او degree لأ ان هو very tall لأ هي اقل بكتير حسب الرسم اللي عندنا", "tokens": [6027, 2288, 4587, 2304, 34105, 9122, 45865, 3794, 23032, 3555, 31439, 10874, 3215, 33599, 1975, 33753, 2304, 6027, 16472, 31439, 6764, 4724, 3794, 4724, 3794, 37893, 588, 6764, 31439, 1975, 33753, 2304, 6027, 1975, 4117, 26890, 1975, 2407, 4314, 1975, 3615, 23942, 1958, 13, 20, 34105, 1975, 4587, 1211, 9154, 1958, 13, 17, 6156, 1211, 15042, 4724, 39648, 2443, 19, 5296, 10721, 31439, 6764, 4724, 3794, 37893, 588, 6764, 1975, 4587, 1211, 8717, 35457, 3660, 16472, 31439, 588, 6764, 1975, 2407, 4314, 5296, 10721, 16472, 31439, 588, 6764, 5296, 10721, 39896, 1975, 4587, 1211, 4724, 4117, 2655, 13546, 11331, 35457, 34892, 38251, 13672, 1829, 43242, 8315], "avg_logprob": -0.10630841372169067, "compression_ratio": 1.845, "no_speech_prob": 4.827976226806641e-06, "words": [{"start": 1667.42, "end": 1668.16, "word": "الرقم", "probability": 0.9420166015625}, {"start": 1668.16, "end": 1668.42, "word": " هنا", "probability": 0.982421875}, {"start": 1668.42, "end": 1669.22, "word": " كويس", "probability": 0.7765299479166666}, {"start": 1669.22, "end": 1669.64, "word": " طب", "probability": 0.6806640625}, {"start": 1669.64, "end": 1669.78, "word": " هو", "probability": 0.97119140625}, {"start": 1669.78, "end": 1670.1, "word": " جداش", "probability": 0.6559244791666666}, {"start": 1670.1, "end": 1670.52, "word": " احتمال", "probability": 0.9722900390625}, {"start": 1670.52, "end": 1670.64, "word": " ان", "probability": 0.755859375}, {"start": 1670.64, "end": 1670.92, "word": " هو", "probability": 0.85595703125}, {"start": 1670.92, "end": 1671.54, "word": " tall", "probability": 0.84326171875}, {"start": 1671.54, "end": 1671.84, "word": " بس", "probability": 0.9921875}, {"start": 1671.84, "end": 1672.06, "word": " بس", "probability": 0.80615234375}, {"start": 1672.06, "end": 1672.24, "word": " مش", "probability": 0.962890625}, {"start": 1672.24, "end": 1672.66, "word": " very", "probability": 0.796875}, {"start": 1672.66, "end": 1672.94, "word": " tall", "probability": 0.9150390625}, {"start": 1672.94, "end": 1673.74, "word": " هو", "probability": 0.9033203125}, {"start": 1673.74, "end": 1674.7, "word": " احتمال", "probability": 0.9840087890625}, {"start": 1674.7, "end": 1675.22, "word": " اكبر", "probability": 0.94482421875}, {"start": 1675.22, "end": 1675.48, "word": " او", "probability": 0.940673828125}, {"start": 1675.48, "end": 1675.9, "word": " degree", "probability": 0.78369140625}, {"start": 1675.9, "end": 1676.38, "word": " اعلى", "probability": 0.90576171875}, {"start": 1676.38, "end": 1677.16, "word": " 0", "probability": 0.28125}, {"start": 1677.16, "end": 1677.78, "word": ".5", "probability": 0.9892578125}, {"start": 1677.78, "end": 1678.46, "word": " هنا", "probability": 0.96142578125}, {"start": 1678.46, "end": 1679.2, "word": " اقل", "probability": 0.9480794270833334}, {"start": 1679.2, "end": 1679.34, "word": " من", "probability": 0.99609375}, {"start": 1679.34, "end": 1679.52, "word": " 0", "probability": 0.95751953125}, {"start": 1679.52, "end": 1680.04, "word": ".2", "probability": 0.996826171875}, {"start": 1680.04, "end": 1680.7, "word": " فلما", "probability": 0.8626302083333334}, {"start": 1680.7, "end": 1680.98, "word": " بقول", "probability": 0.9462890625}, {"start": 1680.98, "end": 1681.86, "word": " 184", "probability": 0.8935546875}, {"start": 1681.86, "end": 1682.14, "word": " لأ", "probability": 0.903076171875}, {"start": 1682.14, "end": 1682.36, "word": " هو", "probability": 0.9873046875}, {"start": 1682.36, "end": 1682.84, "word": " tall", "probability": 0.9296875}, {"start": 1682.84, "end": 1683.56, "word": " بس", "probability": 0.993408203125}, {"start": 1683.56, "end": 1683.78, "word": " مش", "probability": 0.98779296875}, {"start": 1683.78, "end": 1684.02, "word": " very", "probability": 0.92041015625}, {"start": 1684.02, "end": 1684.4, "word": " tall", "probability": 0.92431640625}, {"start": 1684.4, "end": 1686.02, "word": " اقل", "probability": 0.95166015625}, {"start": 1686.02, "end": 1686.44, "word": " نسبة", "probability": 0.9314778645833334}, {"start": 1686.44, "end": 1686.56, "word": " ان", "probability": 0.96337890625}, {"start": 1686.56, "end": 1686.72, "word": " هو", "probability": 0.869140625}, {"start": 1686.72, "end": 1686.9, "word": " very", "probability": 0.89501953125}, {"start": 1686.9, "end": 1687.08, "word": " tall", "probability": 0.923828125}, {"start": 1687.08, "end": 1687.24, "word": " او", "probability": 0.97900390625}, {"start": 1687.24, "end": 1687.58, "word": " degree", "probability": 0.8203125}, {"start": 1687.58, "end": 1688.06, "word": " لأ", "probability": 0.873291015625}, {"start": 1688.06, "end": 1688.26, "word": " ان", "probability": 0.9521484375}, {"start": 1688.26, "end": 1688.44, "word": " هو", "probability": 0.91943359375}, {"start": 1688.44, "end": 1688.66, "word": " very", "probability": 0.90869140625}, {"start": 1688.66, "end": 1688.86, "word": " tall", "probability": 0.92578125}, {"start": 1688.86, "end": 1689.04, "word": " لأ", "probability": 0.98486328125}, {"start": 1689.04, "end": 1689.24, "word": " هي", "probability": 0.88037109375}, {"start": 1689.24, "end": 1689.58, "word": " اقل", "probability": 0.9772135416666666}, {"start": 1689.58, "end": 1689.94, "word": " بكتير", "probability": 0.9798583984375}, {"start": 1689.94, "end": 1690.32, "word": " حسب", "probability": 0.98974609375}, {"start": 1690.32, "end": 1690.9, "word": " الرسم", "probability": 0.981201171875}, {"start": 1690.9, "end": 1691.04, "word": " اللي", "probability": 0.8486328125}, {"start": 1691.04, "end": 1691.42, "word": " عندنا", "probability": 0.953369140625}], "temperature": 1.0}, {"id": 74, "seek": 171989, "start": 1692.11, "end": 1719.89, "text": "فإذن الحواف هذه الـ Hedge هذه هي اللي ممكن تكون أهم شغلة في تقييمنا أو في حل المسائل باستخدام الـ Fuzzy Logic فالـ Hedges هذه في منها أنواع كتيرة الحقيقة ممكن تكون Linear وهذه الحالات اللي هنا الخطوط الزرجة كانت Linear وهذه اللي عادة الناس بتفضلها الحقيقة خصوصا الناس اللي مبتدئين في الحل", "tokens": [5172, 28814, 8848, 1863, 21542, 14407, 5172, 29538, 2423, 39184, 389, 12203, 29538, 39896, 13672, 1829, 3714, 43020, 6055, 30544, 5551, 16095, 13412, 17082, 37977, 8978, 6055, 38436, 32640, 8315, 34051, 8978, 11331, 1211, 9673, 3794, 16373, 1211, 4724, 995, 14851, 9778, 3215, 10943, 2423, 39184, 479, 30601, 49898, 6156, 6027, 39184, 389, 292, 2880, 29538, 8978, 9154, 11296, 14739, 14407, 3615, 9122, 2655, 48923, 21542, 38436, 28671, 3714, 43020, 6055, 30544, 14670, 289, 37037, 24192, 21542, 6027, 9307, 13672, 1829, 34105, 33962, 9566, 2407, 9566, 6024, 110, 2288, 7435, 3660, 25961, 2655, 14670, 289, 37037, 24192, 13672, 1829, 6225, 18513, 3660, 2423, 8315, 3794, 39894, 5172, 11242, 1211, 11296, 21542, 38436, 28671, 16490, 9381, 2407, 9381, 995, 2423, 8315, 3794, 13672, 1829, 3714, 3555, 2655, 3215, 19986, 9957, 8978, 21542, 1211], "avg_logprob": -0.09633458332907885, "compression_ratio": 1.8957528957528957, "no_speech_prob": 0.0, "words": [{"start": 1692.11, "end": 1692.63, "word": "فإذن", "probability": 0.7762451171875}, {"start": 1692.63, "end": 1693.45, "word": " الحواف", "probability": 0.9352213541666666}, {"start": 1693.45, "end": 1693.91, "word": " هذه", "probability": 0.85400390625}, {"start": 1693.91, "end": 1694.43, "word": " الـ", "probability": 0.83154296875}, {"start": 1694.43, "end": 1694.65, "word": " Hedge", "probability": 0.6427001953125}, {"start": 1694.65, "end": 1695.05, "word": " هذه", "probability": 0.90625}, {"start": 1695.05, "end": 1695.63, "word": " هي", "probability": 0.92333984375}, {"start": 1695.63, "end": 1695.79, "word": " اللي", "probability": 0.880126953125}, {"start": 1695.79, "end": 1696.11, "word": " ممكن", "probability": 0.987060546875}, {"start": 1696.11, "end": 1696.75, "word": " تكون", "probability": 0.988037109375}, {"start": 1696.75, "end": 1697.31, "word": " أهم", "probability": 0.976806640625}, {"start": 1697.31, "end": 1697.81, "word": " شغلة", "probability": 0.9440104166666666}, {"start": 1697.81, "end": 1698.01, "word": " في", "probability": 0.9716796875}, {"start": 1698.01, "end": 1698.89, "word": " تقييمنا", "probability": 0.959228515625}, {"start": 1698.89, "end": 1699.57, "word": " أو", "probability": 0.9619140625}, {"start": 1699.57, "end": 1699.95, "word": " في", "probability": 0.87939453125}, {"start": 1699.95, "end": 1700.31, "word": " حل", "probability": 0.987060546875}, {"start": 1700.31, "end": 1701.11, "word": " المسائل", "probability": 0.9605712890625}, {"start": 1701.11, "end": 1702.01, "word": " باستخدام", "probability": 0.9857584635416666}, {"start": 1702.01, "end": 1702.23, "word": " الـ", "probability": 0.92724609375}, {"start": 1702.23, "end": 1702.45, "word": " Fuzzy", "probability": 0.797607421875}, {"start": 1702.45, "end": 1703.17, "word": " Logic", "probability": 0.8740234375}, {"start": 1703.17, "end": 1706.09, "word": " فالـ", "probability": 0.9319661458333334}, {"start": 1706.09, "end": 1706.37, "word": " Hedges", "probability": 0.9059244791666666}, {"start": 1706.37, "end": 1706.77, "word": " هذه", "probability": 0.95458984375}, {"start": 1706.77, "end": 1707.09, "word": " في", "probability": 0.9130859375}, {"start": 1707.09, "end": 1707.35, "word": " منها", "probability": 0.963623046875}, {"start": 1707.35, "end": 1707.67, "word": " أنواع", "probability": 0.97119140625}, {"start": 1707.67, "end": 1708.03, "word": " كتيرة", "probability": 0.9044596354166666}, {"start": 1708.03, "end": 1708.57, "word": " الحقيقة", "probability": 0.9742838541666666}, {"start": 1708.57, "end": 1709.65, "word": " ممكن", "probability": 0.90673828125}, {"start": 1709.65, "end": 1709.99, "word": " تكون", "probability": 0.986083984375}, {"start": 1709.99, "end": 1710.47, "word": " Linear", "probability": 0.88818359375}, {"start": 1710.47, "end": 1710.81, "word": " وهذه", "probability": 0.467529296875}, {"start": 1710.81, "end": 1711.89, "word": " الحالات", "probability": 0.9208984375}, {"start": 1711.89, "end": 1712.03, "word": " اللي", "probability": 0.952392578125}, {"start": 1712.03, "end": 1712.25, "word": " هنا", "probability": 0.9716796875}, {"start": 1712.25, "end": 1713.01, "word": " الخطوط", "probability": 0.94775390625}, {"start": 1713.01, "end": 1713.43, "word": " الزرجة", "probability": 0.78359375}, {"start": 1713.43, "end": 1713.75, "word": " كانت", "probability": 0.97607421875}, {"start": 1713.75, "end": 1714.19, "word": " Linear", "probability": 0.966552734375}, {"start": 1714.19, "end": 1714.63, "word": " وهذه", "probability": 0.86083984375}, {"start": 1714.63, "end": 1714.75, "word": " اللي", "probability": 0.937744140625}, {"start": 1714.75, "end": 1715.09, "word": " عادة", "probability": 0.9612630208333334}, {"start": 1715.09, "end": 1715.37, "word": " الناس", "probability": 0.9816080729166666}, {"start": 1715.37, "end": 1715.93, "word": " بتفضلها", "probability": 0.98486328125}, {"start": 1715.93, "end": 1716.39, "word": " الحقيقة", "probability": 0.97119140625}, {"start": 1716.39, "end": 1717.53, "word": " خصوصا", "probability": 0.95595703125}, {"start": 1717.53, "end": 1718.03, "word": " الناس", "probability": 0.9446614583333334}, {"start": 1718.03, "end": 1718.17, "word": " اللي", "probability": 0.887451171875}, {"start": 1718.17, "end": 1718.81, "word": " مبتدئين", "probability": 0.9132486979166666}, {"start": 1718.81, "end": 1718.93, "word": " في", "probability": 0.974609375}, {"start": 1718.93, "end": 1719.89, "word": " الحل", "probability": 0.849609375}], "temperature": 1.0}, {"id": 75, "seek": 174436, "start": 1721.16, "end": 1744.36, "text": "باستخدام ال logic gates بفضله دايما يستخدموا ال linear أما أنواع أخرى من ال hedges هي يعني بتكون بدها واحد خبير، بدها واحد يعرف يتعامل معاها بشكل كتير كويس عشان ما تضربش الأمور منه، ماضاعش الأمور منه طبعا في أنواع، أه في أنواع كتيرة منها، في أنواع كتيرة منها زي ما قلنا a little زي الشكل اللي احنا شايفينه", "tokens": [3555, 995, 14851, 9778, 3215, 10943, 2423, 9952, 19792, 4724, 5172, 11242, 43761, 11778, 47302, 15042, 7251, 14851, 9778, 40448, 14407, 2423, 8213, 5551, 15042, 14739, 14407, 3615, 5551, 34740, 7578, 9154, 2423, 33653, 2880, 39896, 37495, 22653, 39894, 30544, 47525, 11296, 36764, 24401, 16490, 3555, 13546, 12399, 47525, 11296, 36764, 24401, 37495, 28480, 7251, 2655, 3615, 10943, 1211, 20449, 995, 11296, 4724, 8592, 28820, 9122, 2655, 13546, 9122, 45865, 3794, 6225, 8592, 7649, 19446, 6055, 11242, 25513, 8592, 16247, 2304, 13063, 9154, 3224, 12399, 19446, 11242, 45761, 8592, 16247, 2304, 13063, 9154, 3224, 23032, 3555, 3615, 995, 8978, 14739, 14407, 3615, 12399, 5551, 3224, 8978, 14739, 14407, 3615, 9122, 2655, 48923, 9154, 11296, 12399, 8978, 14739, 14407, 3615, 9122, 2655, 48923, 9154, 11296, 30767, 1829, 19446, 12174, 1211, 8315, 257, 707, 30767, 1829, 25124, 28820, 13672, 1829, 1975, 5016, 8315, 13412, 995, 33911, 9957, 3224], "avg_logprob": -0.14243197704659027, "compression_ratio": 1.9885931558935361, "no_speech_prob": 0.0, "words": [{"start": 1721.16, "end": 1721.74, "word": "باستخدام", "probability": 0.9776204427083334}, {"start": 1721.74, "end": 1721.86, "word": " ال", "probability": 0.97705078125}, {"start": 1721.86, "end": 1722.06, "word": " logic", "probability": 0.36572265625}, {"start": 1722.06, "end": 1722.46, "word": " gates", "probability": 0.94384765625}, {"start": 1722.46, "end": 1723.14, "word": " بفضله", "probability": 0.8809814453125}, {"start": 1723.14, "end": 1723.36, "word": " دايما", "probability": 0.91455078125}, {"start": 1723.36, "end": 1723.96, "word": " يستخدموا", "probability": 0.93232421875}, {"start": 1723.96, "end": 1724.1, "word": " ال", "probability": 0.9326171875}, {"start": 1724.1, "end": 1724.38, "word": " linear", "probability": 0.9013671875}, {"start": 1724.38, "end": 1725.06, "word": " أما", "probability": 0.915283203125}, {"start": 1725.06, "end": 1726.06, "word": " أنواع", "probability": 0.9661458333333334}, {"start": 1726.06, "end": 1726.34, "word": " أخرى", "probability": 0.98095703125}, {"start": 1726.34, "end": 1726.48, "word": " من", "probability": 0.994140625}, {"start": 1726.48, "end": 1726.6, "word": " ال", "probability": 0.990234375}, {"start": 1726.6, "end": 1726.98, "word": " hedges", "probability": 0.58837890625}, {"start": 1726.98, "end": 1727.32, "word": " هي", "probability": 0.6796875}, {"start": 1727.32, "end": 1727.52, "word": " يعني", "probability": 0.7939453125}, {"start": 1727.52, "end": 1727.9, "word": " بتكون", "probability": 0.909912109375}, {"start": 1727.9, "end": 1728.22, "word": " بدها", "probability": 0.911865234375}, {"start": 1728.22, "end": 1728.76, "word": " واحد", "probability": 0.974853515625}, {"start": 1728.76, "end": 1729.18, "word": " خبير،", "probability": 0.78692626953125}, {"start": 1729.18, "end": 1729.3, "word": " بدها", "probability": 0.5306396484375}, {"start": 1729.3, "end": 1729.56, "word": " واحد", "probability": 0.987548828125}, {"start": 1729.56, "end": 1729.96, "word": " يعرف", "probability": 0.954833984375}, {"start": 1729.96, "end": 1730.4, "word": " يتعامل", "probability": 0.98603515625}, {"start": 1730.4, "end": 1730.78, "word": " معاها", "probability": 0.9401041666666666}, {"start": 1730.78, "end": 1731.18, "word": " بشكل", "probability": 0.9777018229166666}, {"start": 1731.18, "end": 1731.44, "word": " كتير", "probability": 0.9532877604166666}, {"start": 1731.44, "end": 1731.88, "word": " كويس", "probability": 0.98828125}, {"start": 1731.88, "end": 1732.5, "word": " عشان", "probability": 0.9541015625}, {"start": 1732.5, "end": 1732.64, "word": " ما", "probability": 0.80078125}, {"start": 1732.64, "end": 1733.54, "word": " تضربش", "probability": 0.907958984375}, {"start": 1733.54, "end": 1733.88, "word": " الأمور", "probability": 0.9806315104166666}, {"start": 1733.88, "end": 1734.52, "word": " منه،", "probability": 0.9415690104166666}, {"start": 1734.52, "end": 1734.9, "word": " ماضاعش", "probability": 0.53631591796875}, {"start": 1734.9, "end": 1735.14, "word": " الأمور", "probability": 0.9833984375}, {"start": 1735.14, "end": 1735.4, "word": " منه", "probability": 0.865234375}, {"start": 1735.4, "end": 1735.86, "word": " طبعا", "probability": 0.8961181640625}, {"start": 1735.86, "end": 1736.0, "word": " في", "probability": 0.775390625}, {"start": 1736.0, "end": 1736.4, "word": " أنواع،", "probability": 0.785400390625}, {"start": 1736.4, "end": 1736.56, "word": " أه", "probability": 0.7919921875}, {"start": 1736.56, "end": 1736.7, "word": " في", "probability": 0.89306640625}, {"start": 1736.7, "end": 1736.98, "word": " أنواع", "probability": 0.9723307291666666}, {"start": 1736.98, "end": 1737.32, "word": " كتيرة", "probability": 0.8204752604166666}, {"start": 1737.32, "end": 1737.94, "word": " منها،", "probability": 0.90185546875}, {"start": 1737.94, "end": 1738.06, "word": " في", "probability": 0.92724609375}, {"start": 1738.06, "end": 1739.64, "word": " أنواع", "probability": 0.9812825520833334}, {"start": 1739.64, "end": 1740.38, "word": " كتيرة", "probability": 0.93896484375}, {"start": 1740.38, "end": 1740.82, "word": " منها", "probability": 0.99658203125}, {"start": 1740.82, "end": 1741.52, "word": " زي", "probability": 0.85205078125}, {"start": 1741.52, "end": 1741.6, "word": " ما", "probability": 0.9853515625}, {"start": 1741.6, "end": 1741.9, "word": " قلنا", "probability": 0.8912760416666666}, {"start": 1741.9, "end": 1742.16, "word": " a", "probability": 0.86181640625}, {"start": 1742.16, "end": 1742.5, "word": " little", "probability": 0.87353515625}, {"start": 1742.5, "end": 1743.24, "word": " زي", "probability": 0.89453125}, {"start": 1743.24, "end": 1743.54, "word": " الشكل", "probability": 0.98828125}, {"start": 1743.54, "end": 1743.66, "word": " اللي", "probability": 0.97314453125}, {"start": 1743.66, "end": 1743.86, "word": " احنا", "probability": 0.7919108072916666}, {"start": 1743.86, "end": 1744.36, "word": " شايفينه", "probability": 0.93408203125}], "temperature": 1.0}, {"id": 76, "seek": 176998, "start": 1751.18, "end": 1769.98, "text": "a little يعني بيكون ال .. الهجة التقوس للأطراف خفيف ممكن تكون slightly أكثر very أكتر وأكتر بهذا الشكل اللي احنا شايفينه فعملية التقوس طبعا كل واحدة هيالها معادلتها للي بيحب يعمللها برمجة يشتغلها", "tokens": [64, 707, 37495, 22653, 4724, 1829, 30544, 2423, 4386, 2423, 3224, 7435, 3660, 16712, 4587, 41779, 24976, 10721, 9566, 23557, 5172, 16490, 5172, 33911, 3714, 43020, 6055, 30544, 4748, 5551, 4117, 49115, 588, 5551, 4117, 2655, 2288, 36725, 4117, 2655, 2288, 39627, 15730, 25124, 28820, 13672, 1829, 1975, 5016, 8315, 13412, 995, 33911, 9957, 3224, 6156, 25957, 1211, 10632, 16712, 4587, 41779, 23032, 3555, 3615, 995, 28242, 36764, 24401, 3660, 39896, 6027, 11296, 20449, 18513, 1211, 2655, 11296, 5296, 20292, 4724, 1829, 5016, 3555, 7251, 25957, 1211, 1211, 11296, 4724, 2288, 2304, 7435, 3660, 7251, 8592, 2655, 17082, 1211, 11296], "avg_logprob": -0.1323483958102689, "compression_ratio": 1.6390243902439023, "no_speech_prob": 1.2516975402832031e-06, "words": [{"start": 1751.18, "end": 1751.38, "word": "a", "probability": 0.6025390625}, {"start": 1751.38, "end": 1751.68, "word": " little", "probability": 0.87646484375}, {"start": 1751.68, "end": 1752.16, "word": " يعني", "probability": 0.885986328125}, {"start": 1752.16, "end": 1752.48, "word": " بيكون", "probability": 0.79443359375}, {"start": 1752.48, "end": 1752.9, "word": " ال", "probability": 0.990234375}, {"start": 1752.9, "end": 1752.92, "word": " ..", "probability": 0.385986328125}, {"start": 1752.92, "end": 1753.88, "word": " الهجة", "probability": 0.6361083984375}, {"start": 1753.88, "end": 1754.88, "word": " التقوس", "probability": 0.93896484375}, {"start": 1754.88, "end": 1756.14, "word": " للأطراف", "probability": 0.92978515625}, {"start": 1756.14, "end": 1756.88, "word": " خفيف", "probability": 0.9627278645833334}, {"start": 1756.88, "end": 1757.52, "word": " ممكن", "probability": 0.96435546875}, {"start": 1757.52, "end": 1757.94, "word": " تكون", "probability": 0.990966796875}, {"start": 1757.94, "end": 1758.8, "word": " slightly", "probability": 0.92724609375}, {"start": 1758.8, "end": 1759.88, "word": " أكثر", "probability": 0.88623046875}, {"start": 1759.88, "end": 1761.2, "word": " very", "probability": 0.8525390625}, {"start": 1761.2, "end": 1762.18, "word": " أكتر", "probability": 0.953857421875}, {"start": 1762.18, "end": 1762.72, "word": " وأكتر", "probability": 0.9111328125}, {"start": 1762.72, "end": 1763.74, "word": " بهذا", "probability": 0.93408203125}, {"start": 1763.74, "end": 1764.04, "word": " الشكل", "probability": 0.994873046875}, {"start": 1764.04, "end": 1764.14, "word": " اللي", "probability": 0.967529296875}, {"start": 1764.14, "end": 1764.3, "word": " احنا", "probability": 0.7728678385416666}, {"start": 1764.3, "end": 1764.86, "word": " شايفينه", "probability": 0.97890625}, {"start": 1764.86, "end": 1765.66, "word": " فعملية", "probability": 0.8970947265625}, {"start": 1765.66, "end": 1765.98, "word": " التقوس", "probability": 0.9454752604166666}, {"start": 1765.98, "end": 1766.22, "word": " طبعا", "probability": 0.9766845703125}, {"start": 1766.22, "end": 1766.38, "word": " كل", "probability": 0.89794921875}, {"start": 1766.38, "end": 1766.62, "word": " واحدة", "probability": 0.9215494791666666}, {"start": 1766.62, "end": 1766.74, "word": " هيالها", "probability": 0.574462890625}, {"start": 1766.74, "end": 1767.38, "word": " معادلتها", "probability": 0.8888671875}, {"start": 1767.38, "end": 1767.82, "word": " للي", "probability": 0.83349609375}, {"start": 1767.82, "end": 1768.14, "word": " بيحب", "probability": 0.9783935546875}, {"start": 1768.14, "end": 1768.94, "word": " يعمللها", "probability": 0.95888671875}, {"start": 1768.94, "end": 1769.42, "word": " برمجة", "probability": 0.9927734375}, {"start": 1769.42, "end": 1769.98, "word": " يشتغلها", "probability": 0.9901529947916666}], "temperature": 1.0}, {"id": 77, "seek": 179845, "start": 1770.91, "end": 1798.45, "text": "بهذا الشكل extremely ممكن تكون اكثر و هكذا طيب برضه نفس الكلام ممكن تكون بالعكس نحن نتكلم كتير في ال very .. very .. very هنا سعرات طيب ممكن تكون لأ اكبر من الخط من ال linear فبتعطي خلينا نسميها super set يعني هنا ال set هذه هي subset من", "tokens": [3555, 3224, 15730, 25124, 28820, 4664, 3714, 43020, 6055, 30544, 1975, 4117, 49115, 4032, 8032, 4117, 15730, 23032, 1829, 3555, 4724, 43042, 3224, 8717, 36178, 2423, 28820, 10943, 3714, 43020, 6055, 30544, 20666, 3615, 4117, 3794, 8717, 5016, 1863, 8717, 2655, 4117, 19528, 9122, 2655, 13546, 8978, 2423, 588, 4386, 588, 4386, 588, 34105, 8608, 3615, 2288, 9307, 23032, 1829, 3555, 3714, 43020, 6055, 30544, 5296, 10721, 1975, 4117, 26890, 9154, 33962, 9566, 9154, 2423, 8213, 6156, 3555, 2655, 3615, 9566, 1829, 16490, 1211, 9957, 995, 8717, 38251, 1829, 11296, 1687, 992, 37495, 22653, 34105, 2423, 992, 29538, 39896, 25993, 9154], "avg_logprob": -0.18566176470588236, "compression_ratio": 1.6905829596412556, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 1770.91, "end": 1771.27, "word": "بهذا", "probability": 0.90185546875}, {"start": 1771.27, "end": 1771.59, "word": " الشكل", "probability": 0.990234375}, {"start": 1771.59, "end": 1772.25, "word": " extremely", "probability": 0.454345703125}, {"start": 1772.25, "end": 1772.71, "word": " ممكن", "probability": 0.937255859375}, {"start": 1772.71, "end": 1772.99, "word": " تكون", "probability": 0.982666015625}, {"start": 1772.99, "end": 1773.39, "word": " اكثر", "probability": 0.785400390625}, {"start": 1773.39, "end": 1773.91, "word": " و", "probability": 0.5908203125}, {"start": 1773.91, "end": 1774.33, "word": " هكذا", "probability": 0.8600260416666666}, {"start": 1774.33, "end": 1774.97, "word": " طيب", "probability": 0.8372395833333334}, {"start": 1774.97, "end": 1775.93, "word": " برضه", "probability": 0.8681640625}, {"start": 1775.93, "end": 1776.15, "word": " نفس", "probability": 0.99462890625}, {"start": 1776.15, "end": 1776.79, "word": " الكلام", "probability": 0.9680989583333334}, {"start": 1776.79, "end": 1777.29, "word": " ممكن", "probability": 0.98583984375}, {"start": 1777.29, "end": 1777.59, "word": " تكون", "probability": 0.989501953125}, {"start": 1777.59, "end": 1778.17, "word": " بالعكس", "probability": 0.9913330078125}, {"start": 1778.17, "end": 1778.49, "word": " نحن", "probability": 0.4795328776041667}, {"start": 1778.49, "end": 1779.13, "word": " نتكلم", "probability": 0.8572998046875}, {"start": 1779.13, "end": 1779.39, "word": " كتير", "probability": 0.8955078125}, {"start": 1779.39, "end": 1779.49, "word": " في", "probability": 0.89697265625}, {"start": 1779.49, "end": 1779.63, "word": " ال", "probability": 0.80029296875}, {"start": 1779.63, "end": 1779.85, "word": " very", "probability": 0.83056640625}, {"start": 1779.85, "end": 1780.33, "word": " ..", "probability": 0.2158203125}, {"start": 1780.33, "end": 1780.85, "word": " very", "probability": 0.8193359375}, {"start": 1780.85, "end": 1780.99, "word": " ..", "probability": 0.477783203125}, {"start": 1780.99, "end": 1781.19, "word": " very", "probability": 0.8349609375}, {"start": 1781.19, "end": 1781.69, "word": " هنا", "probability": 0.54736328125}, {"start": 1781.69, "end": 1782.21, "word": " سعرات", "probability": 0.670166015625}, {"start": 1782.21, "end": 1783.17, "word": " طيب", "probability": 0.947265625}, {"start": 1783.17, "end": 1783.55, "word": " ممكن", "probability": 0.983154296875}, {"start": 1783.55, "end": 1783.87, "word": " تكون", "probability": 0.989013671875}, {"start": 1783.87, "end": 1784.19, "word": " لأ", "probability": 0.9580078125}, {"start": 1784.19, "end": 1785.55, "word": " اكبر", "probability": 0.8221842447916666}, {"start": 1785.55, "end": 1786.73, "word": " من", "probability": 0.994140625}, {"start": 1786.73, "end": 1787.27, "word": " الخط", "probability": 0.97705078125}, {"start": 1787.27, "end": 1787.53, "word": " من", "probability": 0.9345703125}, {"start": 1787.53, "end": 1787.69, "word": " ال", "probability": 0.955078125}, {"start": 1787.69, "end": 1788.01, "word": " linear", "probability": 0.92919921875}, {"start": 1788.01, "end": 1789.55, "word": " فبتعطي", "probability": 0.9571126302083334}, {"start": 1789.55, "end": 1791.61, "word": " خلينا", "probability": 0.6983642578125}, {"start": 1791.61, "end": 1792.11, "word": " نسميها", "probability": 0.995849609375}, {"start": 1792.11, "end": 1793.07, "word": " super", "probability": 0.70849609375}, {"start": 1793.07, "end": 1793.53, "word": " set", "probability": 0.89990234375}, {"start": 1793.53, "end": 1794.65, "word": " يعني", "probability": 0.938720703125}, {"start": 1794.65, "end": 1794.95, "word": " هنا", "probability": 0.9921875}, {"start": 1794.95, "end": 1796.37, "word": " ال", "probability": 0.9580078125}, {"start": 1796.37, "end": 1796.65, "word": " set", "probability": 0.9736328125}, {"start": 1796.65, "end": 1796.97, "word": " هذه", "probability": 0.368896484375}, {"start": 1796.97, "end": 1797.37, "word": " هي", "probability": 0.96533203125}, {"start": 1797.37, "end": 1797.83, "word": " subset", "probability": 0.9443359375}, {"start": 1797.83, "end": 1798.45, "word": " من", "probability": 0.99755859375}], "temperature": 1.0}, {"id": 78, "seek": 182542, "start": 1799.76, "end": 1825.42, "text": "الـ Triangle، تمام؟ لكن هنا ممكن تكون أكبر في يسارة Super Set للناس اللي بيشتغلوا في المجموعات أصبحت Super Set أو مجموعة تحتوي الـ Triangle تبعنا، كويس، ففي أنواع كتيرة الحقيقة منهم في الـ Indeed مثلا اللي هي الأتنين في بعض، اللي هي جوا و برا بهذا الشكل عاملة بالظبط زي ما توشفنا الـ Gaussian", "tokens": [6027, 39184, 10931, 7846, 12399, 46811, 10943, 22807, 44381, 34105, 3714, 43020, 6055, 30544, 5551, 4117, 26890, 8978, 7251, 3794, 9640, 3660, 4548, 8928, 24976, 8315, 3794, 13672, 1829, 4724, 1829, 8592, 2655, 17082, 1211, 14407, 8978, 9673, 7435, 2304, 45367, 9307, 5551, 9381, 3555, 33753, 4548, 8928, 34051, 3714, 7435, 2304, 2407, 27884, 6055, 33753, 45865, 2423, 39184, 10931, 7846, 6055, 3555, 3615, 8315, 12399, 9122, 45865, 3794, 12399, 6156, 41185, 14739, 14407, 3615, 9122, 2655, 48923, 21542, 38436, 28671, 9154, 16095, 8978, 2423, 39184, 15061, 50113, 15040, 13672, 1829, 39896, 16247, 2655, 1863, 9957, 8978, 45030, 11242, 12399, 13672, 1829, 39896, 10874, 14407, 4032, 4724, 23557, 39627, 15730, 25124, 28820, 6225, 10943, 37977, 20666, 19913, 3555, 9566, 30767, 1829, 19446, 33427, 8592, 5172, 8315, 2423, 39184, 39148], "avg_logprob": -0.1593750020632377, "compression_ratio": 1.7163120567375887, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1799.76, "end": 1800.52, "word": "الـ", "probability": 0.916748046875}, {"start": 1800.52, "end": 1801.28, "word": " Triangle،", "probability": 0.577880859375}, {"start": 1801.28, "end": 1801.78, "word": " تمام؟", "probability": 0.9192708333333334}, {"start": 1801.78, "end": 1802.22, "word": " لكن", "probability": 0.822265625}, {"start": 1802.22, "end": 1802.42, "word": " هنا", "probability": 0.9853515625}, {"start": 1802.42, "end": 1802.68, "word": " ممكن", "probability": 0.965087890625}, {"start": 1802.68, "end": 1802.94, "word": " تكون", "probability": 0.921142578125}, {"start": 1802.94, "end": 1803.34, "word": " أكبر", "probability": 0.96875}, {"start": 1803.34, "end": 1803.44, "word": " في", "probability": 0.9794921875}, {"start": 1803.44, "end": 1803.94, "word": " يسارة", "probability": 0.78662109375}, {"start": 1803.94, "end": 1804.48, "word": " Super", "probability": 0.382568359375}, {"start": 1804.48, "end": 1804.88, "word": " Set", "probability": 0.350830078125}, {"start": 1804.88, "end": 1805.88, "word": " للناس", "probability": 0.9560546875}, {"start": 1805.88, "end": 1805.98, "word": " اللي", "probability": 0.964599609375}, {"start": 1805.98, "end": 1806.46, "word": " بيشتغلوا", "probability": 0.9821428571428571}, {"start": 1806.46, "end": 1806.66, "word": " في", "probability": 0.97412109375}, {"start": 1806.66, "end": 1808.92, "word": " المجموعات", "probability": 0.96376953125}, {"start": 1808.92, "end": 1809.76, "word": " أصبحت", "probability": 0.89697265625}, {"start": 1809.76, "end": 1810.08, "word": " Super", "probability": 0.8935546875}, {"start": 1810.08, "end": 1810.38, "word": " Set", "probability": 0.9296875}, {"start": 1810.38, "end": 1810.54, "word": " أو", "probability": 0.896484375}, {"start": 1810.54, "end": 1811.1, "word": " مجموعة", "probability": 0.94287109375}, {"start": 1811.1, "end": 1811.82, "word": " تحتوي", "probability": 0.990234375}, {"start": 1811.82, "end": 1812.78, "word": " الـ", "probability": 0.82080078125}, {"start": 1812.78, "end": 1813.16, "word": " Triangle", "probability": 0.908935546875}, {"start": 1813.16, "end": 1814.06, "word": " تبعنا،", "probability": 0.8765625}, {"start": 1814.06, "end": 1814.54, "word": " كويس،", "probability": 0.891357421875}, {"start": 1814.54, "end": 1814.78, "word": " ففي", "probability": 0.94677734375}, {"start": 1814.78, "end": 1815.08, "word": " أنواع", "probability": 0.9563802083333334}, {"start": 1815.08, "end": 1815.4, "word": " كتيرة", "probability": 0.9471028645833334}, {"start": 1815.4, "end": 1815.82, "word": " الحقيقة", "probability": 0.9873046875}, {"start": 1815.82, "end": 1816.18, "word": " منهم", "probability": 0.994873046875}, {"start": 1816.18, "end": 1816.56, "word": " في", "probability": 0.42333984375}, {"start": 1816.56, "end": 1816.7, "word": " الـ", "probability": 0.751953125}, {"start": 1816.7, "end": 1817.0, "word": " Indeed", "probability": 0.67578125}, {"start": 1817.0, "end": 1817.5, "word": " مثلا", "probability": 0.986083984375}, {"start": 1817.5, "end": 1817.76, "word": " اللي", "probability": 0.80322265625}, {"start": 1817.76, "end": 1817.94, "word": " هي", "probability": 0.927734375}, {"start": 1817.94, "end": 1818.66, "word": " الأتنين", "probability": 0.7567138671875}, {"start": 1818.66, "end": 1818.82, "word": " في", "probability": 0.96044921875}, {"start": 1818.82, "end": 1819.32, "word": " بعض،", "probability": 0.8943684895833334}, {"start": 1819.32, "end": 1819.46, "word": " اللي", "probability": 0.643310546875}, {"start": 1819.46, "end": 1819.62, "word": " هي", "probability": 0.85791015625}, {"start": 1819.62, "end": 1819.98, "word": " جوا", "probability": 0.879150390625}, {"start": 1819.98, "end": 1820.14, "word": " و", "probability": 0.82421875}, {"start": 1820.14, "end": 1820.44, "word": " برا", "probability": 0.870849609375}, {"start": 1820.44, "end": 1820.76, "word": " بهذا", "probability": 0.8330078125}, {"start": 1820.76, "end": 1821.12, "word": " الشكل", "probability": 0.991943359375}, {"start": 1821.12, "end": 1821.72, "word": " عاملة", "probability": 0.9632161458333334}, {"start": 1821.72, "end": 1822.12, "word": " بالظبط", "probability": 0.9654541015625}, {"start": 1822.12, "end": 1822.42, "word": " زي", "probability": 0.969970703125}, {"start": 1822.42, "end": 1822.88, "word": " ما", "probability": 0.6123046875}, {"start": 1822.88, "end": 1823.52, "word": " توشفنا", "probability": 0.650634765625}, {"start": 1823.52, "end": 1824.78, "word": " الـ", "probability": 0.7646484375}, {"start": 1824.78, "end": 1825.42, "word": " Gaussian", "probability": 0.787109375}], "temperature": 1.0}, {"id": 79, "seek": 184616, "start": 1829.0, "end": 1846.16, "text": "Okay ال fuzzy rule زي ما قلنا لطفي زادة في .. في نص الستنات في منتصف الستنات اشتغل على ال fuzzy concept logic بعدين في السبعينات و تقريبا يعني بعد حوالي تمان سنوات عملنا ال rules كيف ممكن يعبر", "tokens": [8297, 2423, 34710, 4978, 30767, 1829, 19446, 12174, 1211, 8315, 5296, 9566, 41185, 30767, 18513, 3660, 8978, 4386, 8978, 8717, 9381, 21136, 2655, 8315, 2655, 8978, 9154, 2655, 9381, 5172, 21136, 2655, 8315, 2655, 1975, 8592, 2655, 17082, 1211, 15844, 2423, 34710, 3410, 9952, 39182, 9957, 8978, 21136, 3555, 3615, 1829, 8315, 2655, 4032, 6055, 4587, 16572, 3555, 995, 37495, 22653, 39182, 11331, 2407, 6027, 1829, 46811, 7649, 8608, 1863, 2407, 9307, 6225, 42213, 8315, 2423, 4474, 9122, 33911, 3714, 43020, 37495, 26890], "avg_logprob": -0.14983259549453146, "compression_ratio": 1.5685279187817258, "no_speech_prob": 0.0, "words": [{"start": 1829.0, "end": 1829.34, "word": "Okay", "probability": 0.89892578125}, {"start": 1829.34, "end": 1829.86, "word": " ال", "probability": 0.73583984375}, {"start": 1829.86, "end": 1830.08, "word": " fuzzy", "probability": 0.80517578125}, {"start": 1830.08, "end": 1830.36, "word": " rule", "probability": 0.79248046875}, {"start": 1830.36, "end": 1830.82, "word": " زي", "probability": 0.931396484375}, {"start": 1830.82, "end": 1830.9, "word": " ما", "probability": 0.96337890625}, {"start": 1830.9, "end": 1831.24, "word": " قلنا", "probability": 0.90625}, {"start": 1831.24, "end": 1831.62, "word": " لطفي", "probability": 0.6997884114583334}, {"start": 1831.62, "end": 1832.02, "word": " زادة", "probability": 0.8058268229166666}, {"start": 1832.02, "end": 1832.26, "word": " في", "probability": 0.85986328125}, {"start": 1832.26, "end": 1832.36, "word": " ..", "probability": 0.405029296875}, {"start": 1832.36, "end": 1832.56, "word": " في", "probability": 0.9189453125}, {"start": 1832.56, "end": 1832.78, "word": " نص", "probability": 0.982421875}, {"start": 1832.78, "end": 1833.6, "word": " الستنات", "probability": 0.7274169921875}, {"start": 1833.6, "end": 1833.68, "word": " في", "probability": 0.5068359375}, {"start": 1833.68, "end": 1834.02, "word": " منتصف", "probability": 0.9766845703125}, {"start": 1834.02, "end": 1834.88, "word": " الستنات", "probability": 0.9437255859375}, {"start": 1834.88, "end": 1835.34, "word": " اشتغل", "probability": 0.9333984375}, {"start": 1835.34, "end": 1835.54, "word": " على", "probability": 0.9208984375}, {"start": 1835.54, "end": 1836.1, "word": " ال", "probability": 0.8896484375}, {"start": 1836.1, "end": 1836.42, "word": " fuzzy", "probability": 0.9794921875}, {"start": 1836.42, "end": 1838.34, "word": " concept", "probability": 0.8828125}, {"start": 1838.34, "end": 1838.94, "word": " logic", "probability": 0.85107421875}, {"start": 1838.94, "end": 1839.94, "word": " بعدين", "probability": 0.857177734375}, {"start": 1839.94, "end": 1840.22, "word": " في", "probability": 0.9482421875}, {"start": 1840.22, "end": 1841.12, "word": " السبعينات", "probability": 0.9534505208333334}, {"start": 1841.12, "end": 1841.32, "word": " و", "probability": 0.50146484375}, {"start": 1841.32, "end": 1841.86, "word": " تقريبا", "probability": 0.9939453125}, {"start": 1841.86, "end": 1842.06, "word": " يعني", "probability": 0.96240234375}, {"start": 1842.06, "end": 1842.36, "word": " بعد", "probability": 0.98876953125}, {"start": 1842.36, "end": 1842.74, "word": " حوالي", "probability": 0.861572265625}, {"start": 1842.74, "end": 1842.98, "word": " تمان", "probability": 0.690673828125}, {"start": 1842.98, "end": 1843.4, "word": " سنوات", "probability": 0.92138671875}, {"start": 1843.4, "end": 1844.12, "word": " عملنا", "probability": 0.8484700520833334}, {"start": 1844.12, "end": 1844.46, "word": " ال", "probability": 0.97314453125}, {"start": 1844.46, "end": 1844.9, "word": " rules", "probability": 0.8349609375}, {"start": 1844.9, "end": 1845.4, "word": " كيف", "probability": 0.96337890625}, {"start": 1845.4, "end": 1845.62, "word": " ممكن", "probability": 0.97998046875}, {"start": 1845.62, "end": 1846.16, "word": " يعبر", "probability": 0.844482421875}], "temperature": 1.0}, {"id": 80, "seek": 187371, "start": 1846.75, "end": 1873.71, "text": "عن المشاكل باستخدام fuzzy rules كيف ممكن يعمل ال rules سبعته وهذه زي ما قلنا ال rules حاجة مهمة جدا لأن هذه اللي هي بتختزل ال knowledge بتخزيننا ال knowledge ال experience ال experience اللي بتتحقق و اللي أنا بدي أعلم ال expert system عليها هي كلها بتكون موجودة في ال rule ال rule هذه هي تخزينة ال experience okay", "tokens": [3615, 1863, 9673, 8592, 995, 28820, 4724, 995, 14851, 9778, 3215, 10943, 34710, 4474, 9122, 33911, 3714, 43020, 7251, 25957, 1211, 2423, 4474, 8608, 3555, 34268, 3224, 37037, 24192, 30767, 1829, 19446, 12174, 1211, 8315, 2423, 4474, 11331, 26108, 3660, 3714, 16095, 3660, 10874, 28259, 5296, 33456, 29538, 13672, 1829, 39896, 39894, 46456, 11622, 1211, 2423, 3601, 39894, 9778, 11622, 9957, 8315, 2423, 3601, 2423, 1752, 2423, 1752, 13672, 1829, 39894, 2655, 5016, 4587, 4587, 4032, 13672, 1829, 41850, 4724, 16254, 5551, 3615, 19528, 2423, 5844, 1185, 25894, 11296, 39896, 28242, 11296, 39894, 30544, 3714, 29245, 23328, 3660, 8978, 2423, 4978, 2423, 4978, 29538, 39896, 6055, 9778, 11622, 9957, 3660, 2423, 1752, 1392], "avg_logprob": -0.14240680504263492, "compression_ratio": 1.8849206349206349, "no_speech_prob": 0.0, "words": [{"start": 1846.75, "end": 1847.21, "word": "عن", "probability": 0.946044921875}, {"start": 1847.21, "end": 1848.57, "word": " المشاكل", "probability": 0.88720703125}, {"start": 1848.57, "end": 1849.21, "word": " باستخدام", "probability": 0.990966796875}, {"start": 1849.21, "end": 1849.67, "word": " fuzzy", "probability": 0.80908203125}, {"start": 1849.67, "end": 1850.53, "word": " rules", "probability": 0.84375}, {"start": 1850.53, "end": 1851.19, "word": " كيف", "probability": 0.900634765625}, {"start": 1851.19, "end": 1851.37, "word": " ممكن", "probability": 0.814208984375}, {"start": 1851.37, "end": 1851.67, "word": " يعمل", "probability": 0.98681640625}, {"start": 1851.67, "end": 1851.79, "word": " ال", "probability": 0.96728515625}, {"start": 1851.79, "end": 1851.93, "word": " rules", "probability": 0.689453125}, {"start": 1851.93, "end": 1852.39, "word": " سبعته", "probability": 0.9141845703125}, {"start": 1852.39, "end": 1852.89, "word": " وهذه", "probability": 0.611083984375}, {"start": 1852.89, "end": 1853.01, "word": " زي", "probability": 0.7685546875}, {"start": 1853.01, "end": 1853.09, "word": " ما", "probability": 0.9599609375}, {"start": 1853.09, "end": 1853.27, "word": " قلنا", "probability": 0.72021484375}, {"start": 1853.27, "end": 1853.49, "word": " ال", "probability": 0.376708984375}, {"start": 1853.49, "end": 1853.65, "word": " rules", "probability": 0.8515625}, {"start": 1853.65, "end": 1853.93, "word": " حاجة", "probability": 0.9664713541666666}, {"start": 1853.93, "end": 1854.27, "word": " مهمة", "probability": 0.9552408854166666}, {"start": 1854.27, "end": 1854.45, "word": " جدا", "probability": 0.98291015625}, {"start": 1854.45, "end": 1854.67, "word": " لأن", "probability": 0.7431640625}, {"start": 1854.67, "end": 1854.87, "word": " هذه", "probability": 0.229736328125}, {"start": 1854.87, "end": 1854.99, "word": " اللي", "probability": 0.87548828125}, {"start": 1854.99, "end": 1855.09, "word": " هي", "probability": 0.6005859375}, {"start": 1855.09, "end": 1855.67, "word": " بتختزل", "probability": 0.9085693359375}, {"start": 1855.67, "end": 1856.09, "word": " ال", "probability": 0.84130859375}, {"start": 1856.09, "end": 1856.49, "word": " knowledge", "probability": 0.89453125}, {"start": 1856.49, "end": 1857.77, "word": " بتخزيننا", "probability": 0.8330078125}, {"start": 1857.77, "end": 1858.09, "word": " ال", "probability": 0.9541015625}, {"start": 1858.09, "end": 1858.51, "word": " knowledge", "probability": 0.8955078125}, {"start": 1858.51, "end": 1858.93, "word": " ال", "probability": 0.88623046875}, {"start": 1858.93, "end": 1859.73, "word": " experience", "probability": 0.9599609375}, {"start": 1859.73, "end": 1860.63, "word": " ال", "probability": 0.7578125}, {"start": 1860.63, "end": 1861.19, "word": " experience", "probability": 0.95458984375}, {"start": 1861.19, "end": 1861.57, "word": " اللي", "probability": 0.974365234375}, {"start": 1861.57, "end": 1863.41, "word": " بتتحقق", "probability": 0.97900390625}, {"start": 1863.41, "end": 1863.61, "word": " و", "probability": 0.68896484375}, {"start": 1863.61, "end": 1863.75, "word": " اللي", "probability": 0.984375}, {"start": 1863.75, "end": 1863.91, "word": " أنا", "probability": 0.53271484375}, {"start": 1863.91, "end": 1864.17, "word": " بدي", "probability": 0.851318359375}, {"start": 1864.17, "end": 1864.63, "word": " أعلم", "probability": 0.9357096354166666}, {"start": 1864.63, "end": 1864.77, "word": " ال", "probability": 0.9677734375}, {"start": 1864.77, "end": 1865.09, "word": " expert", "probability": 0.794921875}, {"start": 1865.09, "end": 1865.57, "word": " system", "probability": 0.970703125}, {"start": 1865.57, "end": 1866.09, "word": " عليها", "probability": 0.989013671875}, {"start": 1866.09, "end": 1866.59, "word": " هي", "probability": 0.78076171875}, {"start": 1866.59, "end": 1866.91, "word": " كلها", "probability": 0.9921875}, {"start": 1866.91, "end": 1867.21, "word": " بتكون", "probability": 0.892822265625}, {"start": 1867.21, "end": 1867.57, "word": " موجودة", "probability": 0.9832763671875}, {"start": 1867.57, "end": 1868.33, "word": " في", "probability": 0.95458984375}, {"start": 1868.33, "end": 1868.51, "word": " ال", "probability": 0.97412109375}, {"start": 1868.51, "end": 1868.81, "word": " rule", "probability": 0.880859375}, {"start": 1868.81, "end": 1869.61, "word": " ال", "probability": 0.95654296875}, {"start": 1869.61, "end": 1869.75, "word": " rule", "probability": 0.97265625}, {"start": 1869.75, "end": 1869.97, "word": " هذه", "probability": 0.6162109375}, {"start": 1869.97, "end": 1870.15, "word": " هي", "probability": 0.962890625}, {"start": 1870.15, "end": 1870.95, "word": " تخزينة", "probability": 0.97822265625}, {"start": 1870.95, "end": 1871.35, "word": " ال", "probability": 0.94482421875}, {"start": 1871.35, "end": 1872.27, "word": " experience", "probability": 0.9521484375}, {"start": 1872.27, "end": 1873.71, "word": " okay", "probability": 0.67138671875}], "temperature": 1.0}, {"id": 81, "seek": 189230, "start": 1874.86, "end": 1892.3, "text": "What is fuzzy rule؟ الـ fuzzy rule زي ما قلنا هي condition أو conditional statement زي اللي احنا عارفينها، rule عادية، rule عادية بشكل تلقائي، مافيش فيه اي مشكلة، لكن زي ما قبل شوية شفنا، بنتعامل مع ال universe of discourse اللي", "tokens": [3748, 307, 34710, 4978, 22807, 2423, 39184, 34710, 4978, 30767, 1829, 19446, 12174, 1211, 8315, 39896, 4188, 34051, 27708, 5629, 30767, 1829, 13672, 1829, 1975, 5016, 8315, 6225, 9640, 5172, 9957, 11296, 12399, 4978, 6225, 18513, 10632, 12399, 4978, 6225, 18513, 10632, 4724, 8592, 28820, 6055, 1211, 4587, 16373, 1829, 12399, 19446, 41185, 8592, 8978, 3224, 1975, 1829, 37893, 28820, 3660, 12399, 44381, 30767, 1829, 19446, 12174, 36150, 13412, 2407, 10632, 13412, 5172, 8315, 12399, 44945, 2655, 3615, 10943, 1211, 20449, 2423, 6445, 295, 23938, 13672, 1829], "avg_logprob": -0.16947799023579468, "compression_ratio": 1.6183574879227054, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1874.86, "end": 1875.36, "word": "What", "probability": 0.4345703125}, {"start": 1875.36, "end": 1876.0, "word": " is", "probability": 0.93896484375}, {"start": 1876.0, "end": 1876.36, "word": " fuzzy", "probability": 0.775390625}, {"start": 1876.36, "end": 1877.62, "word": " rule؟", "probability": 0.75390625}, {"start": 1877.62, "end": 1878.0, "word": " الـ", "probability": 0.78857421875}, {"start": 1878.0, "end": 1878.12, "word": " fuzzy", "probability": 0.84033203125}, {"start": 1878.12, "end": 1878.3, "word": " rule", "probability": 0.94775390625}, {"start": 1878.3, "end": 1878.46, "word": " زي", "probability": 0.867919921875}, {"start": 1878.46, "end": 1878.52, "word": " ما", "probability": 0.96923828125}, {"start": 1878.52, "end": 1878.78, "word": " قلنا", "probability": 0.8836263020833334}, {"start": 1878.78, "end": 1878.94, "word": " هي", "probability": 0.83642578125}, {"start": 1878.94, "end": 1879.44, "word": " condition", "probability": 0.74853515625}, {"start": 1879.44, "end": 1880.18, "word": " أو", "probability": 0.751953125}, {"start": 1880.18, "end": 1880.58, "word": " conditional", "probability": 0.83544921875}, {"start": 1880.58, "end": 1881.24, "word": " statement", "probability": 0.9619140625}, {"start": 1881.24, "end": 1881.48, "word": " زي", "probability": 0.942138671875}, {"start": 1881.48, "end": 1881.56, "word": " اللي", "probability": 0.925537109375}, {"start": 1881.56, "end": 1881.72, "word": " احنا", "probability": 0.8292643229166666}, {"start": 1881.72, "end": 1882.54, "word": " عارفينها،", "probability": 0.902099609375}, {"start": 1882.54, "end": 1882.7, "word": " rule", "probability": 0.69775390625}, {"start": 1882.7, "end": 1883.52, "word": " عادية،", "probability": 0.915771484375}, {"start": 1883.52, "end": 1883.68, "word": " rule", "probability": 0.751953125}, {"start": 1883.68, "end": 1884.0, "word": " عادية", "probability": 0.96923828125}, {"start": 1884.0, "end": 1884.38, "word": " بشكل", "probability": 0.9181315104166666}, {"start": 1884.38, "end": 1885.26, "word": " تلقائي،", "probability": 0.8150227864583334}, {"start": 1885.26, "end": 1885.46, "word": " مافيش", "probability": 0.9407552083333334}, {"start": 1885.46, "end": 1885.64, "word": " فيه", "probability": 0.736572265625}, {"start": 1885.64, "end": 1885.7, "word": " اي", "probability": 0.6883544921875}, {"start": 1885.7, "end": 1886.46, "word": " مشكلة،", "probability": 0.9334716796875}, {"start": 1886.46, "end": 1886.92, "word": " لكن", "probability": 0.9736328125}, {"start": 1886.92, "end": 1887.76, "word": " زي", "probability": 0.987060546875}, {"start": 1887.76, "end": 1887.86, "word": " ما", "probability": 0.986328125}, {"start": 1887.86, "end": 1888.06, "word": " قبل", "probability": 0.833740234375}, {"start": 1888.06, "end": 1888.34, "word": " شوية", "probability": 0.8889973958333334}, {"start": 1888.34, "end": 1889.04, "word": " شفنا،", "probability": 0.77392578125}, {"start": 1889.04, "end": 1889.72, "word": " بنتعامل", "probability": 0.902734375}, {"start": 1889.72, "end": 1890.04, "word": " مع", "probability": 0.99169921875}, {"start": 1890.04, "end": 1890.8, "word": " ال", "probability": 0.97412109375}, {"start": 1890.8, "end": 1891.3, "word": " universe", "probability": 0.7138671875}, {"start": 1891.3, "end": 1891.54, "word": " of", "probability": 0.9697265625}, {"start": 1891.54, "end": 1891.96, "word": " discourse", "probability": 0.9580078125}, {"start": 1891.96, "end": 1892.3, "word": " اللي", "probability": 0.909423828125}], "temperature": 1.0}, {"id": 82, "seek": 191850, "start": 1893.12, "end": 1918.5, "text": "محطوط لها linguistic value linguistic value وحناخد أنثية طبعا على هذا الموضوع بحيث إنه هنا if X is A then Y is B ف X و Y هي linguistic variables تمام لكن في المقابل capital A و capital B هي linguistic value", "tokens": [2304, 5016, 9566, 2407, 9566, 5296, 11296, 43002, 2158, 43002, 2158, 4032, 5016, 1863, 47283, 3215, 14739, 12984, 10632, 23032, 3555, 3615, 995, 15844, 23758, 9673, 2407, 11242, 45367, 4724, 5016, 1829, 12984, 36145, 3224, 34105, 498, 1783, 307, 316, 550, 398, 307, 363, 6156, 1783, 4032, 398, 39896, 43002, 9102, 46811, 10943, 44381, 8978, 9673, 4587, 16758, 1211, 4238, 316, 4032, 4238, 363, 39896, 43002, 2158], "avg_logprob": -0.2167968730277875, "compression_ratio": 1.510989010989011, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1893.12, "end": 1893.7, "word": "محطوط", "probability": 0.79912109375}, {"start": 1893.7, "end": 1893.98, "word": " لها", "probability": 0.9091796875}, {"start": 1893.98, "end": 1894.84, "word": " linguistic", "probability": 0.81298828125}, {"start": 1894.84, "end": 1896.0, "word": " value", "probability": 0.9765625}, {"start": 1896.0, "end": 1896.6, "word": " linguistic", "probability": 0.17236328125}, {"start": 1896.6, "end": 1898.62, "word": " value", "probability": 0.97509765625}, {"start": 1898.62, "end": 1899.22, "word": " وحناخد", "probability": 0.672216796875}, {"start": 1899.22, "end": 1899.5, "word": " أنثية", "probability": 0.7147623697916666}, {"start": 1899.5, "end": 1899.8, "word": " طبعا", "probability": 0.9501953125}, {"start": 1899.8, "end": 1899.96, "word": " على", "probability": 0.73974609375}, {"start": 1899.96, "end": 1900.88, "word": " هذا", "probability": 0.83349609375}, {"start": 1900.88, "end": 1901.34, "word": " الموضوع", "probability": 0.998779296875}, {"start": 1901.34, "end": 1902.98, "word": " بحيث", "probability": 0.973388671875}, {"start": 1902.98, "end": 1903.24, "word": " إنه", "probability": 0.478271484375}, {"start": 1903.24, "end": 1903.42, "word": " هنا", "probability": 0.97314453125}, {"start": 1903.42, "end": 1903.92, "word": " if", "probability": 0.8486328125}, {"start": 1903.92, "end": 1904.44, "word": " X", "probability": 0.650390625}, {"start": 1904.44, "end": 1905.08, "word": " is", "probability": 0.953125}, {"start": 1905.08, "end": 1905.46, "word": " A", "probability": 0.83447265625}, {"start": 1905.46, "end": 1906.16, "word": " then", "probability": 0.74560546875}, {"start": 1906.16, "end": 1906.64, "word": " Y", "probability": 0.97021484375}, {"start": 1906.64, "end": 1906.92, "word": " is", "probability": 0.966796875}, {"start": 1906.92, "end": 1907.18, "word": " B", "probability": 0.89404296875}, {"start": 1907.18, "end": 1907.76, "word": " ف", "probability": 0.95556640625}, {"start": 1907.76, "end": 1908.28, "word": " X", "probability": 0.55712890625}, {"start": 1908.28, "end": 1908.6, "word": " و", "probability": 0.94384765625}, {"start": 1908.6, "end": 1908.9, "word": " Y", "probability": 0.59814453125}, {"start": 1908.9, "end": 1909.32, "word": " هي", "probability": 0.8984375}, {"start": 1909.32, "end": 1910.32, "word": " linguistic", "probability": 0.9560546875}, {"start": 1910.32, "end": 1911.3, "word": " variables", "probability": 0.939453125}, {"start": 1911.3, "end": 1912.72, "word": " تمام", "probability": 0.827880859375}, {"start": 1912.72, "end": 1913.5, "word": " لكن", "probability": 0.3525390625}, {"start": 1913.5, "end": 1913.68, "word": " في", "probability": 0.9228515625}, {"start": 1913.68, "end": 1914.26, "word": " المقابل", "probability": 0.99462890625}, {"start": 1914.26, "end": 1914.68, "word": " capital", "probability": 0.50048828125}, {"start": 1914.68, "end": 1915.12, "word": " A", "probability": 0.9560546875}, {"start": 1915.12, "end": 1915.54, "word": " و", "probability": 0.677734375}, {"start": 1915.54, "end": 1915.82, "word": " capital", "probability": 0.734375}, {"start": 1915.82, "end": 1916.22, "word": " B", "probability": 0.99365234375}, {"start": 1916.22, "end": 1917.08, "word": " هي", "probability": 0.9462890625}, {"start": 1917.08, "end": 1917.72, "word": " linguistic", "probability": 0.955078125}, {"start": 1917.72, "end": 1918.5, "word": " value", "probability": 0.9541015625}], "temperature": 1.0}, {"id": 83, "seek": 194910, "start": 1919.46, "end": 1949.1, "text": "الـ Value هذه الوصف اللي بدنا نعطيه للمتغير X أو المتغير Y فالوصف هذا هو Short, Average, Tall, Large, Cold, Warm الوصف اللي بدنا نعطيه للمتغير بحيث أنه فعلا بيناعطيه وصف هو أحد .. لاحظوا أحد ال members اللي موجودين في ال set تبعته مش بجيبله وصف برا يعني ان نتكلم عن", "tokens": [6027, 39184, 39352, 29538, 2423, 2407, 9381, 5172, 13672, 1829, 47525, 8315, 8717, 3615, 9566, 1829, 3224, 5296, 19528, 2655, 17082, 13546, 1783, 34051, 9673, 2655, 17082, 13546, 398, 6156, 6027, 2407, 9381, 5172, 23758, 31439, 16881, 11, 316, 3623, 11, 42633, 11, 33092, 11, 16918, 11, 40353, 2423, 2407, 9381, 5172, 13672, 1829, 47525, 8315, 8717, 3615, 9566, 1829, 3224, 5296, 19528, 2655, 17082, 13546, 4724, 5016, 1829, 12984, 14739, 3224, 6156, 3615, 15040, 4724, 1829, 8315, 3615, 9566, 1829, 3224, 4032, 9381, 5172, 31439, 5551, 24401, 4386, 20193, 5016, 19913, 14407, 5551, 24401, 2423, 2679, 13672, 1829, 3714, 29245, 23328, 9957, 8978, 2423, 992, 6055, 3555, 34268, 3224, 37893, 4724, 7435, 1829, 36150, 3224, 4032, 9381, 5172, 4724, 23557, 37495, 22653, 16472, 8717, 2655, 4117, 19528, 18871], "avg_logprob": -0.17391827083550968, "compression_ratio": 1.7530864197530864, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 1919.46, "end": 1919.8, "word": "الـ", "probability": 0.65771484375}, {"start": 1919.8, "end": 1920.18, "word": " Value", "probability": 0.312744140625}, {"start": 1920.18, "end": 1921.12, "word": " هذه", "probability": 0.380859375}, {"start": 1921.12, "end": 1921.9, "word": " الوصف", "probability": 0.98828125}, {"start": 1921.9, "end": 1922.38, "word": " اللي", "probability": 0.809326171875}, {"start": 1922.38, "end": 1922.64, "word": " بدنا", "probability": 0.93212890625}, {"start": 1922.64, "end": 1923.24, "word": " نعطيه", "probability": 0.9943359375}, {"start": 1923.24, "end": 1924.8, "word": " للمتغير", "probability": 0.928515625}, {"start": 1924.8, "end": 1925.16, "word": " X", "probability": 0.7998046875}, {"start": 1925.16, "end": 1925.54, "word": " أو", "probability": 0.876953125}, {"start": 1925.54, "end": 1926.1, "word": " المتغير", "probability": 0.84130859375}, {"start": 1926.1, "end": 1926.42, "word": " Y", "probability": 0.99462890625}, {"start": 1926.42, "end": 1927.24, "word": " فالوصف", "probability": 0.971875}, {"start": 1927.24, "end": 1927.46, "word": " هذا", "probability": 0.8505859375}, {"start": 1927.46, "end": 1927.88, "word": " هو", "probability": 0.9609375}, {"start": 1927.88, "end": 1928.42, "word": " Short,", "probability": 0.650390625}, {"start": 1928.84, "end": 1929.38, "word": " Average,", "probability": 0.906005859375}, {"start": 1929.98, "end": 1930.26, "word": " Tall,", "probability": 0.8642578125}, {"start": 1930.68, "end": 1931.06, "word": " Large,", "probability": 0.97119140625}, {"start": 1931.6, "end": 1931.9, "word": " Cold,", "probability": 0.85302734375}, {"start": 1932.12, "end": 1932.5, "word": " Warm", "probability": 0.93701171875}, {"start": 1932.5, "end": 1933.8, "word": " الوصف", "probability": 0.8753662109375}, {"start": 1933.8, "end": 1933.92, "word": " اللي", "probability": 0.989501953125}, {"start": 1933.92, "end": 1934.14, "word": " بدنا", "probability": 0.974365234375}, {"start": 1934.14, "end": 1934.68, "word": " نعطيه", "probability": 0.996875}, {"start": 1934.68, "end": 1936.34, "word": " للمتغير", "probability": 0.95576171875}, {"start": 1936.34, "end": 1936.86, "word": " بحيث", "probability": 0.9764404296875}, {"start": 1936.86, "end": 1937.52, "word": " أنه", "probability": 0.69873046875}, {"start": 1937.52, "end": 1938.3, "word": " فعلا", "probability": 0.93603515625}, {"start": 1938.3, "end": 1938.8, "word": " بيناعطيه", "probability": 0.6142926897321429}, {"start": 1938.8, "end": 1939.32, "word": " وصف", "probability": 0.9947916666666666}, {"start": 1939.32, "end": 1940.1, "word": " هو", "probability": 0.9111328125}, {"start": 1940.1, "end": 1940.62, "word": " أحد", "probability": 0.946533203125}, {"start": 1940.62, "end": 1941.22, "word": " ..", "probability": 0.51171875}, {"start": 1941.22, "end": 1941.68, "word": " لاحظوا", "probability": 0.8282470703125}, {"start": 1941.68, "end": 1942.24, "word": " أحد", "probability": 0.76171875}, {"start": 1942.24, "end": 1942.44, "word": " ال", "probability": 0.92724609375}, {"start": 1942.44, "end": 1942.84, "word": " members", "probability": 0.57177734375}, {"start": 1942.84, "end": 1943.12, "word": " اللي", "probability": 0.961181640625}, {"start": 1943.12, "end": 1943.6, "word": " موجودين", "probability": 0.9886474609375}, {"start": 1943.6, "end": 1943.74, "word": " في", "probability": 0.98095703125}, {"start": 1943.74, "end": 1943.98, "word": " ال", "probability": 0.85400390625}, {"start": 1943.98, "end": 1944.28, "word": " set", "probability": 0.85498046875}, {"start": 1944.28, "end": 1945.26, "word": " تبعته", "probability": 0.9249267578125}, {"start": 1945.26, "end": 1945.86, "word": " مش", "probability": 0.8056640625}, {"start": 1945.86, "end": 1946.26, "word": " بجيبله", "probability": 0.836279296875}, {"start": 1946.26, "end": 1946.6, "word": " وصف", "probability": 0.9982096354166666}, {"start": 1946.6, "end": 1947.32, "word": " برا", "probability": 0.8681640625}, {"start": 1947.32, "end": 1948.34, "word": " يعني", "probability": 0.799072265625}, {"start": 1948.34, "end": 1948.46, "word": " ان", "probability": 0.297119140625}, {"start": 1948.46, "end": 1948.8, "word": " نتكلم", "probability": 0.9549560546875}, {"start": 1948.8, "end": 1949.1, "word": " عن", "probability": 0.998046875}], "temperature": 1.0}, {"id": 84, "seek": 196402, "start": 1950.38, "end": 1964.02, "text": "الـ height، في عندى short، في عندى average، في عندى tall، بروحش بجبله أقوله مثلا medium، يمكن medium توصف إشي تاني، قد يكون أو أقوله cold", "tokens": [6027, 39184, 6681, 12399, 8978, 43242, 7578, 2099, 12399, 8978, 43242, 7578, 4274, 12399, 8978, 43242, 7578, 6764, 12399, 4724, 32887, 5016, 8592, 4724, 7435, 36150, 3224, 5551, 39648, 3224, 50113, 15040, 6399, 12399, 7251, 43020, 6399, 33427, 9381, 5172, 11933, 8592, 1829, 6055, 7649, 1829, 12399, 12174, 3215, 7251, 30544, 34051, 5551, 39648, 3224, 3554], "avg_logprob": -0.17269736842105263, "compression_ratio": 1.4551724137931035, "no_speech_prob": 0.0, "words": [{"start": 1950.38, "end": 1950.7, "word": "الـ", "probability": 0.7296142578125}, {"start": 1950.7, "end": 1951.58, "word": " height،", "probability": 0.53814697265625}, {"start": 1951.58, "end": 1951.74, "word": " في", "probability": 0.88525390625}, {"start": 1951.74, "end": 1952.16, "word": " عندى", "probability": 0.5927734375}, {"start": 1952.16, "end": 1953.36, "word": " short،", "probability": 0.9306640625}, {"start": 1953.36, "end": 1953.48, "word": " في", "probability": 0.9697265625}, {"start": 1953.48, "end": 1953.8, "word": " عندى", "probability": 0.912841796875}, {"start": 1953.8, "end": 1954.32, "word": " average،", "probability": 0.921875}, {"start": 1954.32, "end": 1954.4, "word": " في", "probability": 0.9755859375}, {"start": 1954.4, "end": 1954.62, "word": " عندى", "probability": 0.942138671875}, {"start": 1954.62, "end": 1955.62, "word": " tall،", "probability": 0.9375}, {"start": 1955.62, "end": 1956.0, "word": " بروحش", "probability": 0.8450927734375}, {"start": 1956.0, "end": 1956.8, "word": " بجبله", "probability": 0.87646484375}, {"start": 1956.8, "end": 1957.6, "word": " أقوله", "probability": 0.7646484375}, {"start": 1957.6, "end": 1957.9, "word": " مثلا", "probability": 0.984130859375}, {"start": 1957.9, "end": 1959.48, "word": " medium،", "probability": 0.834716796875}, {"start": 1959.48, "end": 1959.76, "word": " يمكن", "probability": 0.968994140625}, {"start": 1959.76, "end": 1960.12, "word": " medium", "probability": 0.9482421875}, {"start": 1960.12, "end": 1960.62, "word": " توصف", "probability": 0.8502604166666666}, {"start": 1960.62, "end": 1960.88, "word": " إشي", "probability": 0.912109375}, {"start": 1960.88, "end": 1962.16, "word": " تاني،", "probability": 0.904541015625}, {"start": 1962.16, "end": 1962.34, "word": " قد", "probability": 0.966796875}, {"start": 1962.34, "end": 1962.56, "word": " يكون", "probability": 0.9853515625}, {"start": 1962.56, "end": 1962.9, "word": " أو", "probability": 0.427490234375}, {"start": 1962.9, "end": 1963.48, "word": " أقوله", "probability": 0.9013671875}, {"start": 1963.48, "end": 1964.02, "word": " cold", "probability": 0.88720703125}], "temperature": 1.0}, {"id": 85, "seek": 198461, "start": 1965.45, "end": 1984.61, "text": "لأ cold هي لاتنتمي لل .. او مش من ال universe of discourse هذا فبجيب من فضاء العين اللي خاصة ب X و Y قيمهم ال linguistic values linguistic values لازم تكون من ال set من الفاظ ال set اللي خاصة فيه عشان تعبر عن ال rule بشكل حقيقي", "tokens": [1211, 10721, 3554, 39896, 5296, 9307, 29399, 2304, 1829, 24976, 4386, 1975, 2407, 37893, 9154, 2423, 6445, 295, 23938, 23758, 6156, 3555, 7435, 1829, 3555, 9154, 6156, 11242, 16606, 18863, 9957, 13672, 1829, 16490, 33546, 3660, 4724, 1783, 4032, 398, 12174, 32640, 16095, 2423, 43002, 4190, 43002, 4190, 5296, 31377, 2304, 6055, 30544, 9154, 2423, 992, 9154, 27188, 5718, 116, 2423, 992, 13672, 1829, 16490, 33546, 3660, 8978, 3224, 6225, 8592, 7649, 37279, 26890, 18871, 2423, 4978, 4724, 8592, 28820, 11331, 38436, 38436], "avg_logprob": -0.16694569055523192, "compression_ratio": 1.5896226415094339, "no_speech_prob": 0.0, "words": [{"start": 1965.45, "end": 1965.77, "word": "لأ", "probability": 0.95166015625}, {"start": 1965.77, "end": 1966.17, "word": " cold", "probability": 0.34326171875}, {"start": 1966.17, "end": 1966.33, "word": " هي", "probability": 0.849609375}, {"start": 1966.33, "end": 1966.91, "word": " لاتنتمي", "probability": 0.87265625}, {"start": 1966.91, "end": 1967.01, "word": " لل", "probability": 0.2138671875}, {"start": 1967.01, "end": 1967.25, "word": " ..", "probability": 0.62060546875}, {"start": 1967.25, "end": 1967.49, "word": " او", "probability": 0.685546875}, {"start": 1967.49, "end": 1967.65, "word": " مش", "probability": 0.98291015625}, {"start": 1967.65, "end": 1967.81, "word": " من", "probability": 0.9892578125}, {"start": 1967.81, "end": 1967.89, "word": " ال", "probability": 0.9423828125}, {"start": 1967.89, "end": 1968.15, "word": " universe", "probability": 0.62255859375}, {"start": 1968.15, "end": 1968.35, "word": " of", "probability": 0.970703125}, {"start": 1968.35, "end": 1968.73, "word": " discourse", "probability": 0.939453125}, {"start": 1968.73, "end": 1969.05, "word": " هذا", "probability": 0.74169921875}, {"start": 1969.05, "end": 1970.37, "word": " فبجيب", "probability": 0.9412109375}, {"start": 1970.37, "end": 1970.51, "word": " من", "probability": 0.99560546875}, {"start": 1970.51, "end": 1970.87, "word": " فضاء", "probability": 0.9147135416666666}, {"start": 1970.87, "end": 1971.27, "word": " العين", "probability": 0.897705078125}, {"start": 1971.27, "end": 1971.43, "word": " اللي", "probability": 0.831298828125}, {"start": 1971.43, "end": 1971.87, "word": " خاصة", "probability": 0.9762369791666666}, {"start": 1971.87, "end": 1971.99, "word": " ب", "probability": 0.97216796875}, {"start": 1971.99, "end": 1972.29, "word": " X", "probability": 0.7001953125}, {"start": 1972.29, "end": 1972.61, "word": " و", "probability": 0.9853515625}, {"start": 1972.61, "end": 1972.91, "word": " Y", "probability": 0.7724609375}, {"start": 1972.91, "end": 1974.95, "word": " قيمهم", "probability": 0.95654296875}, {"start": 1974.95, "end": 1975.49, "word": " ال", "probability": 0.69384765625}, {"start": 1975.49, "end": 1975.87, "word": " linguistic", "probability": 0.97900390625}, {"start": 1975.87, "end": 1976.85, "word": " values", "probability": 0.9541015625}, {"start": 1976.85, "end": 1977.41, "word": " linguistic", "probability": 0.254638671875}, {"start": 1977.41, "end": 1977.85, "word": " values", "probability": 0.93896484375}, {"start": 1977.85, "end": 1978.19, "word": " لازم", "probability": 0.9150390625}, {"start": 1978.19, "end": 1978.53, "word": " تكون", "probability": 0.98095703125}, {"start": 1978.53, "end": 1978.95, "word": " من", "probability": 0.99365234375}, {"start": 1978.95, "end": 1979.17, "word": " ال", "probability": 0.94091796875}, {"start": 1979.17, "end": 1979.45, "word": " set", "probability": 0.9462890625}, {"start": 1979.45, "end": 1979.67, "word": " من", "probability": 0.8740234375}, {"start": 1979.67, "end": 1979.95, "word": " الفاظ", "probability": 0.69244384765625}, {"start": 1979.95, "end": 1980.07, "word": " ال", "probability": 0.86376953125}, {"start": 1980.07, "end": 1980.31, "word": " set", "probability": 0.9599609375}, {"start": 1980.31, "end": 1980.79, "word": " اللي", "probability": 0.99267578125}, {"start": 1980.79, "end": 1981.45, "word": " خاصة", "probability": 0.9583333333333334}, {"start": 1981.45, "end": 1982.23, "word": " فيه", "probability": 0.981689453125}, {"start": 1982.23, "end": 1982.65, "word": " عشان", "probability": 0.9754231770833334}, {"start": 1982.65, "end": 1983.07, "word": " تعبر", "probability": 0.7734375}, {"start": 1983.07, "end": 1983.25, "word": " عن", "probability": 0.994140625}, {"start": 1983.25, "end": 1983.37, "word": " ال", "probability": 0.9697265625}, {"start": 1983.37, "end": 1983.51, "word": " rule", "probability": 0.86328125}, {"start": 1983.51, "end": 1983.95, "word": " بشكل", "probability": 0.9905598958333334}, {"start": 1983.95, "end": 1984.61, "word": " حقيقي", "probability": 0.97216796875}], "temperature": 1.0}, {"id": 86, "seek": 201119, "start": 1986.17, "end": 2011.19, "text": "طيب إيش الفرق بين ال classical و ال fuzzy rules؟ ال classical rule اللي احنا كنا بنتكلم عنها في محاضرتنا السابقة اللي هي just إن أنا بتكلم عن rule based expert system بقدر أطوحها أكتر شوية أحركها شوية أني أقول زي اللي أنا شايفه قدامي هنا مثلا اللي هي ال rule رقم واحد if speed is أكبر من one hundred", "tokens": [9566, 1829, 3555, 11933, 1829, 8592, 27188, 2288, 4587, 49374, 2423, 13735, 4032, 2423, 34710, 4474, 22807, 2423, 13735, 4978, 13672, 1829, 1975, 5016, 8315, 9122, 8315, 44945, 2655, 4117, 19528, 18871, 11296, 8978, 3714, 5016, 46958, 43500, 8315, 21136, 16758, 28671, 13672, 1829, 39896, 445, 36145, 41850, 39894, 4117, 19528, 18871, 4978, 2361, 5844, 1185, 4724, 28543, 2288, 5551, 9566, 2407, 5016, 11296, 5551, 4117, 2655, 2288, 13412, 2407, 10632, 5551, 5016, 31747, 11296, 13412, 2407, 10632, 14739, 1829, 5551, 39648, 30767, 1829, 13672, 1829, 41850, 13412, 995, 33911, 3224, 12174, 3215, 10943, 1829, 34105, 50113, 15040, 13672, 1829, 39896, 2423, 4978, 12602, 4587, 2304, 36764, 24401, 498, 3073, 307, 5551, 4117, 26890, 9154, 472, 3262], "avg_logprob": -0.09030719985396175, "compression_ratio": 1.7, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1986.17, "end": 1986.67, "word": "طيب", "probability": 0.9835611979166666}, {"start": 1986.67, "end": 1987.37, "word": " إيش", "probability": 0.8404947916666666}, {"start": 1987.37, "end": 1987.73, "word": " الفرق", "probability": 0.9773763020833334}, {"start": 1987.73, "end": 1987.89, "word": " بين", "probability": 0.98193359375}, {"start": 1987.89, "end": 1988.03, "word": " ال", "probability": 0.94873046875}, {"start": 1988.03, "end": 1988.41, "word": " classical", "probability": 0.80908203125}, {"start": 1988.41, "end": 1988.75, "word": " و", "probability": 0.91357421875}, {"start": 1988.75, "end": 1989.05, "word": " ال", "probability": 0.81005859375}, {"start": 1989.05, "end": 1989.37, "word": " fuzzy", "probability": 0.94384765625}, {"start": 1989.37, "end": 1991.05, "word": " rules؟", "probability": 0.78076171875}, {"start": 1991.05, "end": 1991.17, "word": " ال", "probability": 0.97412109375}, {"start": 1991.17, "end": 1991.59, "word": " classical", "probability": 0.89990234375}, {"start": 1991.59, "end": 1991.97, "word": " rule", "probability": 0.89697265625}, {"start": 1991.97, "end": 1992.21, "word": " اللي", "probability": 0.916015625}, {"start": 1992.21, "end": 1992.39, "word": " احنا", "probability": 0.8336588541666666}, {"start": 1992.39, "end": 1992.61, "word": " كنا", "probability": 0.9814453125}, {"start": 1992.61, "end": 1993.05, "word": " بنتكلم", "probability": 0.8936767578125}, {"start": 1993.05, "end": 1993.43, "word": " عنها", "probability": 0.99609375}, {"start": 1993.43, "end": 1993.85, "word": " في", "probability": 0.91943359375}, {"start": 1993.85, "end": 1994.31, "word": " محاضرتنا", "probability": 0.93837890625}, {"start": 1994.31, "end": 1994.87, "word": " السابقة", "probability": 0.9895833333333334}, {"start": 1994.87, "end": 1995.31, "word": " اللي", "probability": 0.9736328125}, {"start": 1995.31, "end": 1995.53, "word": " هي", "probability": 0.826171875}, {"start": 1995.53, "end": 1995.89, "word": " just", "probability": 0.91064453125}, {"start": 1995.89, "end": 1996.23, "word": " إن", "probability": 0.30126953125}, {"start": 1996.23, "end": 1996.33, "word": " أنا", "probability": 0.935546875}, {"start": 1996.33, "end": 1996.71, "word": " بتكلم", "probability": 0.9259440104166666}, {"start": 1996.71, "end": 1996.95, "word": " عن", "probability": 0.99169921875}, {"start": 1996.95, "end": 1997.61, "word": " rule", "probability": 0.92431640625}, {"start": 1997.61, "end": 1998.03, "word": " based", "probability": 0.7880859375}, {"start": 1998.03, "end": 1998.41, "word": " expert", "probability": 0.8427734375}, {"start": 1998.41, "end": 1998.91, "word": " system", "probability": 0.974609375}, {"start": 1998.91, "end": 2000.29, "word": " بقدر", "probability": 0.97216796875}, {"start": 2000.29, "end": 2001.27, "word": " أطوحها", "probability": 0.9076171875}, {"start": 2001.27, "end": 2001.65, "word": " أكتر", "probability": 0.9837646484375}, {"start": 2001.65, "end": 2002.23, "word": " شوية", "probability": 0.947265625}, {"start": 2002.23, "end": 2003.37, "word": " أحركها", "probability": 0.9102783203125}, {"start": 2003.37, "end": 2003.71, "word": " شوية", "probability": 0.9622395833333334}, {"start": 2003.71, "end": 2003.97, "word": " أني", "probability": 0.77197265625}, {"start": 2003.97, "end": 2004.25, "word": " أقول", "probability": 0.965087890625}, {"start": 2004.25, "end": 2004.53, "word": " زي", "probability": 0.994873046875}, {"start": 2004.53, "end": 2004.67, "word": " اللي", "probability": 0.993896484375}, {"start": 2004.67, "end": 2004.79, "word": " أنا", "probability": 0.896484375}, {"start": 2004.79, "end": 2005.09, "word": " شايفه", "probability": 0.9915771484375}, {"start": 2005.09, "end": 2005.39, "word": " قدامي", "probability": 0.9359130859375}, {"start": 2005.39, "end": 2005.55, "word": " هنا", "probability": 0.79541015625}, {"start": 2005.55, "end": 2005.85, "word": " مثلا", "probability": 0.98291015625}, {"start": 2005.85, "end": 2006.39, "word": " اللي", "probability": 0.986328125}, {"start": 2006.39, "end": 2006.57, "word": " هي", "probability": 0.900390625}, {"start": 2006.57, "end": 2006.69, "word": " ال", "probability": 0.92333984375}, {"start": 2006.69, "end": 2006.77, "word": " rule", "probability": 0.9072265625}, {"start": 2006.77, "end": 2007.09, "word": " رقم", "probability": 0.978515625}, {"start": 2007.09, "end": 2007.57, "word": " واحد", "probability": 0.79345703125}, {"start": 2007.57, "end": 2008.59, "word": " if", "probability": 0.8974609375}, {"start": 2008.59, "end": 2009.37, "word": " speed", "probability": 0.876953125}, {"start": 2009.37, "end": 2009.87, "word": " is", "probability": 0.95703125}, {"start": 2009.87, "end": 2010.53, "word": " أكبر", "probability": 0.9677734375}, {"start": 2010.53, "end": 2010.69, "word": " من", "probability": 0.99169921875}, {"start": 2010.69, "end": 2010.87, "word": " one", "probability": 0.8232421875}, {"start": 2010.87, "end": 2011.19, "word": " hundred", "probability": 0.9365234375}], "temperature": 1.0}, {"id": 87, "seek": 202368, "start": 2012.16, "end": 2023.68, "text": "greater than 100 then stoping distance is long طيب ماشي هذه على اساس اننا بستخدم أرقام فبنستخدمها أرقام مين جال ان الأرقام دي دايما صحيحة؟", "tokens": [40753, 260, 813, 2319, 550, 1590, 278, 4560, 307, 938, 23032, 1829, 3555, 3714, 33599, 1829, 29538, 15844, 24525, 32277, 16472, 8315, 4724, 14851, 9778, 40448, 5551, 2288, 4587, 10943, 6156, 3555, 1863, 14851, 9778, 40448, 11296, 5551, 2288, 4587, 10943, 3714, 9957, 10874, 6027, 16472, 16247, 2288, 4587, 10943, 11778, 1829, 11778, 47302, 15042, 20328, 5016, 1829, 5016, 3660, 22807], "avg_logprob": -0.21106351118895314, "compression_ratio": 1.3481012658227849, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 2012.16, "end": 2012.58, "word": "greater", "probability": 0.6392822265625}, {"start": 2012.58, "end": 2012.76, "word": " than", "probability": 0.95263671875}, {"start": 2012.76, "end": 2013.24, "word": " 100", "probability": 0.443603515625}, {"start": 2013.24, "end": 2013.86, "word": " then", "probability": 0.59130859375}, {"start": 2013.86, "end": 2014.52, "word": " stoping", "probability": 0.4620361328125}, {"start": 2014.52, "end": 2014.92, "word": " distance", "probability": 0.962890625}, {"start": 2014.92, "end": 2015.18, "word": " is", "probability": 0.88818359375}, {"start": 2015.18, "end": 2015.92, "word": " long", "probability": 0.93115234375}, {"start": 2015.92, "end": 2017.1, "word": " طيب", "probability": 0.7937825520833334}, {"start": 2017.1, "end": 2017.52, "word": " ماشي", "probability": 0.83203125}, {"start": 2017.52, "end": 2018.02, "word": " هذه", "probability": 0.365234375}, {"start": 2018.02, "end": 2018.12, "word": " على", "probability": 0.7724609375}, {"start": 2018.12, "end": 2018.28, "word": " اساس", "probability": 0.6419677734375}, {"start": 2018.28, "end": 2018.52, "word": " اننا", "probability": 0.6048583984375}, {"start": 2018.52, "end": 2019.06, "word": " بستخدم", "probability": 0.951416015625}, {"start": 2019.06, "end": 2019.96, "word": " أرقام", "probability": 0.9464111328125}, {"start": 2019.96, "end": 2020.94, "word": " فبنستخدمها", "probability": 0.9591936383928571}, {"start": 2020.94, "end": 2021.3, "word": " أرقام", "probability": 0.983642578125}, {"start": 2021.3, "end": 2021.78, "word": " مين", "probability": 0.824462890625}, {"start": 2021.78, "end": 2021.96, "word": " جال", "probability": 0.781982421875}, {"start": 2021.96, "end": 2022.08, "word": " ان", "probability": 0.60595703125}, {"start": 2022.08, "end": 2022.48, "word": " الأرقام", "probability": 0.9515380859375}, {"start": 2022.48, "end": 2022.68, "word": " دي", "probability": 0.93359375}, {"start": 2022.68, "end": 2022.9, "word": " دايما", "probability": 0.8660481770833334}, {"start": 2022.9, "end": 2023.68, "word": " صحيحة؟", "probability": 0.9677734375}], "temperature": 1.0}, {"id": 88, "seek": 204589, "start": 2024.85, "end": 2045.89, "text": "يعني الأرقام هذه ممكن تختلف أساسا من حدا للتاني يعني السرعة هذه بتعتمد على أمور كتيرة فممكن تختلف خصوصا ممكن بتشوفوها بال formula one ال formula one عادة حسب كيف شكل الطقس اللي عندهم أو كيف شكل المناخ عندهم بيغيروا العجلات", "tokens": [40228, 22653, 16247, 2288, 4587, 10943, 29538, 3714, 43020, 6055, 46456, 46538, 5551, 3794, 32277, 995, 9154, 11331, 28259, 24976, 2655, 7649, 1829, 37495, 22653, 21136, 2288, 27884, 29538, 39894, 34268, 2304, 3215, 15844, 5551, 2304, 13063, 9122, 2655, 48923, 6156, 2304, 43020, 6055, 46456, 46538, 16490, 9381, 2407, 9381, 995, 3714, 43020, 39894, 8592, 38688, 2407, 11296, 20666, 8513, 472, 2423, 8513, 472, 6225, 18513, 3660, 11331, 35457, 9122, 33911, 13412, 28820, 41950, 4587, 3794, 13672, 1829, 43242, 16095, 34051, 9122, 33911, 13412, 28820, 9673, 1863, 47283, 43242, 16095, 4724, 1829, 17082, 13546, 14407, 18863, 7435, 1211, 9307], "avg_logprob": -0.08960937313735486, "compression_ratio": 1.794392523364486, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2024.85, "end": 2025.07, "word": "يعني", "probability": 0.95068359375}, {"start": 2025.07, "end": 2025.47, "word": " الأرقام", "probability": 0.9852294921875}, {"start": 2025.47, "end": 2025.73, "word": " هذه", "probability": 0.76708984375}, {"start": 2025.73, "end": 2026.21, "word": " ممكن", "probability": 0.99462890625}, {"start": 2026.21, "end": 2026.75, "word": " تختلف", "probability": 0.9972330729166666}, {"start": 2026.75, "end": 2027.59, "word": " أساسا", "probability": 0.9521484375}, {"start": 2027.59, "end": 2029.87, "word": " من", "probability": 0.8271484375}, {"start": 2029.87, "end": 2030.53, "word": " حدا", "probability": 0.55029296875}, {"start": 2030.53, "end": 2031.01, "word": " للتاني", "probability": 0.862060546875}, {"start": 2031.01, "end": 2031.23, "word": " يعني", "probability": 0.700927734375}, {"start": 2031.23, "end": 2031.99, "word": " السرعة", "probability": 0.814453125}, {"start": 2031.99, "end": 2032.33, "word": " هذه", "probability": 0.85205078125}, {"start": 2032.33, "end": 2033.05, "word": " بتعتمد", "probability": 0.974609375}, {"start": 2033.05, "end": 2033.21, "word": " على", "probability": 0.8525390625}, {"start": 2033.21, "end": 2033.49, "word": " أمور", "probability": 0.99169921875}, {"start": 2033.49, "end": 2033.89, "word": " كتيرة", "probability": 0.916015625}, {"start": 2033.89, "end": 2034.79, "word": " فممكن", "probability": 0.927734375}, {"start": 2034.79, "end": 2035.31, "word": " تختلف", "probability": 0.9969075520833334}, {"start": 2035.31, "end": 2036.55, "word": " خصوصا", "probability": 0.97607421875}, {"start": 2036.55, "end": 2036.67, "word": " ممكن", "probability": 0.804931640625}, {"start": 2036.67, "end": 2037.47, "word": " بتشوفوها", "probability": 0.98046875}, {"start": 2037.47, "end": 2038.43, "word": " بال", "probability": 0.857421875}, {"start": 2038.43, "end": 2038.75, "word": " formula", "probability": 0.67919921875}, {"start": 2038.75, "end": 2039.07, "word": " one", "probability": 0.8935546875}, {"start": 2039.07, "end": 2039.59, "word": " ال", "probability": 0.6162109375}, {"start": 2039.59, "end": 2039.85, "word": " formula", "probability": 0.974609375}, {"start": 2039.85, "end": 2040.15, "word": " one", "probability": 0.97314453125}, {"start": 2040.15, "end": 2040.69, "word": " عادة", "probability": 0.9840494791666666}, {"start": 2040.69, "end": 2041.77, "word": " حسب", "probability": 0.986328125}, {"start": 2041.77, "end": 2042.03, "word": " كيف", "probability": 0.837890625}, {"start": 2042.03, "end": 2042.31, "word": " شكل", "probability": 0.988525390625}, {"start": 2042.31, "end": 2042.75, "word": " الطقس", "probability": 0.8619791666666666}, {"start": 2042.75, "end": 2042.89, "word": " اللي", "probability": 0.9189453125}, {"start": 2042.89, "end": 2043.21, "word": " عندهم", "probability": 0.994140625}, {"start": 2043.21, "end": 2043.35, "word": " أو", "probability": 0.8671875}, {"start": 2043.35, "end": 2043.59, "word": " كيف", "probability": 0.944091796875}, {"start": 2043.59, "end": 2043.93, "word": " شكل", "probability": 0.988525390625}, {"start": 2043.93, "end": 2044.37, "word": " المناخ", "probability": 0.9471028645833334}, {"start": 2044.37, "end": 2044.77, "word": " عندهم", "probability": 0.994384765625}, {"start": 2044.77, "end": 2045.35, "word": " بيغيروا", "probability": 0.94765625}, {"start": 2045.35, "end": 2045.89, "word": " العجلات", "probability": 0.9893798828125}], "temperature": 1.0}, {"id": 89, "seek": 206787, "start": 2046.43, "end": 2067.87, "text": "عجلة السيارة كويس بناء عليها بتحكم في الحجة التي تتحكم فيها، ممكن كلها تتغير، ممكن كلها الأمور هتتغير طيب، rule رقم اتنين if speed is أقل من أو less than 40 then stopping distance is short، ماشي، هذا الكلام بيعتمد على", "tokens": [3615, 7435, 37977, 21136, 1829, 9640, 3660, 9122, 45865, 3794, 44945, 16606, 25894, 11296, 39894, 5016, 24793, 8978, 21542, 7435, 3660, 38392, 6055, 2655, 5016, 24793, 8978, 11296, 12399, 3714, 43020, 28242, 11296, 6055, 2655, 17082, 13546, 12399, 3714, 43020, 28242, 11296, 16247, 2304, 13063, 8032, 2655, 2655, 17082, 13546, 23032, 1829, 3555, 12399, 4978, 12602, 4587, 2304, 1975, 2655, 1863, 9957, 498, 3073, 307, 5551, 4587, 1211, 9154, 34051, 1570, 813, 3356, 550, 12767, 4560, 307, 2099, 12399, 3714, 33599, 1829, 12399, 23758, 2423, 28820, 10943, 4724, 1829, 34268, 2304, 3215, 15844], "avg_logprob": -0.2167553188318902, "compression_ratio": 1.5426008968609866, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2046.43, "end": 2046.81, "word": "عجلة", "probability": 0.900390625}, {"start": 2046.81, "end": 2047.91, "word": " السيارة", "probability": 0.980712890625}, {"start": 2047.91, "end": 2048.63, "word": " كويس", "probability": 0.8312174479166666}, {"start": 2048.63, "end": 2049.27, "word": " بناء", "probability": 0.823486328125}, {"start": 2049.27, "end": 2049.79, "word": " عليها", "probability": 0.94775390625}, {"start": 2049.79, "end": 2050.29, "word": " بتحكم", "probability": 0.8670247395833334}, {"start": 2050.29, "end": 2050.41, "word": " في", "probability": 0.68359375}, {"start": 2050.41, "end": 2050.65, "word": " الحجة", "probability": 0.73583984375}, {"start": 2050.65, "end": 2050.81, "word": " التي", "probability": 0.35205078125}, {"start": 2050.81, "end": 2050.91, "word": " تتحكم", "probability": 0.58258056640625}, {"start": 2050.91, "end": 2051.05, "word": " فيها،", "probability": 0.6901041666666666}, {"start": 2051.05, "end": 2051.17, "word": " ممكن", "probability": 0.6246337890625}, {"start": 2051.17, "end": 2051.35, "word": " كلها", "probability": 0.941650390625}, {"start": 2051.35, "end": 2051.99, "word": " تتغير،", "probability": 0.8783203125}, {"start": 2051.99, "end": 2052.21, "word": " ممكن", "probability": 0.887451171875}, {"start": 2052.21, "end": 2052.59, "word": " كلها", "probability": 0.90478515625}, {"start": 2052.59, "end": 2053.25, "word": " الأمور", "probability": 0.9228515625}, {"start": 2053.25, "end": 2053.75, "word": " هتتغير", "probability": 0.9041015625}, {"start": 2053.75, "end": 2054.73, "word": " طيب،", "probability": 0.7208251953125}, {"start": 2054.73, "end": 2055.05, "word": " rule", "probability": 0.72900390625}, {"start": 2055.05, "end": 2055.35, "word": " رقم", "probability": 0.9923502604166666}, {"start": 2055.35, "end": 2055.79, "word": " اتنين", "probability": 0.9324951171875}, {"start": 2055.79, "end": 2056.31, "word": " if", "probability": 0.459228515625}, {"start": 2056.31, "end": 2056.69, "word": " speed", "probability": 0.8681640625}, {"start": 2056.69, "end": 2057.15, "word": " is", "probability": 0.94287109375}, {"start": 2057.15, "end": 2058.29, "word": " أقل", "probability": 0.8543294270833334}, {"start": 2058.29, "end": 2058.53, "word": " من", "probability": 0.9912109375}, {"start": 2058.53, "end": 2058.87, "word": " أو", "probability": 0.6005859375}, {"start": 2058.87, "end": 2059.13, "word": " less", "probability": 0.94384765625}, {"start": 2059.13, "end": 2059.37, "word": " than", "probability": 0.93994140625}, {"start": 2059.37, "end": 2060.03, "word": " 40", "probability": 0.70361328125}, {"start": 2060.03, "end": 2060.85, "word": " then", "probability": 0.7275390625}, {"start": 2060.85, "end": 2061.85, "word": " stopping", "probability": 0.88037109375}, {"start": 2061.85, "end": 2062.45, "word": " distance", "probability": 0.96337890625}, {"start": 2062.45, "end": 2062.75, "word": " is", "probability": 0.95654296875}, {"start": 2062.75, "end": 2063.79, "word": " short،", "probability": 0.7314453125}, {"start": 2063.79, "end": 2065.63, "word": " ماشي،", "probability": 0.72662353515625}, {"start": 2065.63, "end": 2065.85, "word": " هذا", "probability": 0.9248046875}, {"start": 2065.85, "end": 2066.33, "word": " الكلام", "probability": 0.9685872395833334}, {"start": 2066.33, "end": 2067.67, "word": " بيعتمد", "probability": 0.94150390625}, {"start": 2067.67, "end": 2067.87, "word": " على", "probability": 0.9501953125}], "temperature": 1.0}, {"id": 90, "seek": 208832, "start": 2069.26, "end": 2088.32, "text": "قيمة لكن هل هي بالمطلق أن أنا بدي أجيس بالظبط يعني لو تسعة و أربعين عفوا لو واحد و أربعين مع أنها صارت مش شرط؟ هي المشكلة هنا لو بتكلم عن speed is أكبر من مية يعني لو تسعة و تسعين مما يسب مافيش مشكلة؟", "tokens": [4587, 32640, 3660, 44381, 8032, 1211, 39896, 20666, 2304, 9566, 1211, 4587, 14739, 41850, 4724, 16254, 5551, 7435, 1829, 3794, 20666, 19913, 3555, 9566, 37495, 22653, 45164, 6055, 3794, 27884, 4032, 5551, 25513, 3615, 9957, 6225, 5172, 14407, 45164, 36764, 24401, 4032, 5551, 25513, 3615, 9957, 20449, 14739, 11296, 20328, 9640, 2655, 37893, 13412, 2288, 9566, 22807, 39896, 9673, 8592, 28820, 3660, 34105, 45164, 39894, 4117, 19528, 18871, 3073, 307, 5551, 4117, 26890, 9154, 3714, 10632, 37495, 22653, 45164, 6055, 3794, 27884, 4032, 6055, 3794, 3615, 9957, 3714, 15042, 7251, 35457, 19446, 41185, 8592, 37893, 28820, 3660, 22807], "avg_logprob": -0.2062815668606999, "compression_ratio": 1.8082901554404145, "no_speech_prob": 5.900859832763672e-06, "words": [{"start": 2069.26, "end": 2069.9, "word": "قيمة", "probability": 0.8228352864583334}, {"start": 2069.9, "end": 2070.54, "word": " لكن", "probability": 0.787109375}, {"start": 2070.54, "end": 2071.0, "word": " هل", "probability": 0.95263671875}, {"start": 2071.0, "end": 2071.14, "word": " هي", "probability": 0.95068359375}, {"start": 2071.14, "end": 2071.7, "word": " بالمطلق", "probability": 0.97880859375}, {"start": 2071.7, "end": 2071.86, "word": " أن", "probability": 0.446044921875}, {"start": 2071.86, "end": 2071.98, "word": " أنا", "probability": 0.5498046875}, {"start": 2071.98, "end": 2072.16, "word": " بدي", "probability": 0.656494140625}, {"start": 2072.16, "end": 2072.64, "word": " أجيس", "probability": 0.733642578125}, {"start": 2072.64, "end": 2073.14, "word": " بالظبط", "probability": 0.9525146484375}, {"start": 2073.14, "end": 2073.62, "word": " يعني", "probability": 0.71337890625}, {"start": 2073.62, "end": 2073.78, "word": " لو", "probability": 0.908203125}, {"start": 2073.78, "end": 2074.06, "word": " تسعة", "probability": 0.7926432291666666}, {"start": 2074.06, "end": 2074.14, "word": " و", "probability": 0.62841796875}, {"start": 2074.14, "end": 2074.66, "word": " أربعين", "probability": 0.9239501953125}, {"start": 2074.66, "end": 2075.6, "word": " عفوا", "probability": 0.8240559895833334}, {"start": 2075.6, "end": 2075.78, "word": " لو", "probability": 0.79296875}, {"start": 2075.78, "end": 2076.0, "word": " واحد", "probability": 0.9765625}, {"start": 2076.0, "end": 2076.08, "word": " و", "probability": 0.92333984375}, {"start": 2076.08, "end": 2076.6, "word": " أربعين", "probability": 0.94775390625}, {"start": 2076.6, "end": 2077.14, "word": " مع", "probability": 0.176025390625}, {"start": 2077.14, "end": 2077.34, "word": " أنها", "probability": 0.8125}, {"start": 2077.34, "end": 2078.04, "word": " صارت", "probability": 0.8557942708333334}, {"start": 2078.04, "end": 2078.32, "word": " مش", "probability": 0.98046875}, {"start": 2078.32, "end": 2080.14, "word": " شرط؟", "probability": 0.657867431640625}, {"start": 2080.14, "end": 2080.26, "word": " هي", "probability": 0.35888671875}, {"start": 2080.26, "end": 2080.82, "word": " المشكلة", "probability": 0.99609375}, {"start": 2080.82, "end": 2081.22, "word": " هنا", "probability": 0.6279296875}, {"start": 2081.22, "end": 2081.32, "word": " لو", "probability": 0.74755859375}, {"start": 2081.32, "end": 2081.56, "word": " بتكلم", "probability": 0.6789957682291666}, {"start": 2081.56, "end": 2081.74, "word": " عن", "probability": 0.96337890625}, {"start": 2081.74, "end": 2082.06, "word": " speed", "probability": 0.5458984375}, {"start": 2082.06, "end": 2082.46, "word": " is", "probability": 0.89794921875}, {"start": 2082.46, "end": 2083.08, "word": " أكبر", "probability": 0.9464518229166666}, {"start": 2083.08, "end": 2083.32, "word": " من", "probability": 0.98779296875}, {"start": 2083.32, "end": 2084.0, "word": " مية", "probability": 0.963623046875}, {"start": 2084.0, "end": 2084.48, "word": " يعني", "probability": 0.914794921875}, {"start": 2084.48, "end": 2084.62, "word": " لو", "probability": 0.93017578125}, {"start": 2084.62, "end": 2084.86, "word": " تسعة", "probability": 0.98828125}, {"start": 2084.86, "end": 2084.92, "word": " و", "probability": 0.94140625}, {"start": 2084.92, "end": 2085.4, "word": " تسعين", "probability": 0.991455078125}, {"start": 2085.4, "end": 2086.96, "word": " مما", "probability": 0.784912109375}, {"start": 2086.96, "end": 2087.24, "word": " يسب", "probability": 0.75439453125}, {"start": 2087.24, "end": 2087.56, "word": " مافيش", "probability": 0.9207356770833334}, {"start": 2087.56, "end": 2088.32, "word": " مشكلة؟", "probability": 0.972412109375}], "temperature": 1.0}, {"id": 91, "seek": 211277, "start": 2089.17, "end": 2112.77, "text": "تمام فإذا هنا لما بدى أتكلم عن لي speed ك numerical value بين الصفر والمتين وعشرين kilometer per hour فانا بتكلم عن linguistic variable بسميه stopping distance ال stopping distance هذه هي متغير لفظي واضح متغير لفظي بدى أعطيه قيمة القيمة هذه إما", "tokens": [39237, 10943, 6156, 28814, 15730, 34105, 5296, 15042, 47525, 7578, 5551, 2655, 4117, 19528, 18871, 32239, 3073, 9122, 29054, 2158, 49374, 31767, 5172, 2288, 16070, 2304, 2655, 9957, 4032, 3615, 46309, 9957, 33795, 680, 1773, 6156, 7649, 995, 39894, 4117, 19528, 18871, 43002, 7006, 4724, 38251, 1829, 3224, 12767, 4560, 2423, 12767, 4560, 29538, 39896, 44650, 17082, 13546, 5296, 5172, 19913, 1829, 4032, 46958, 5016, 44650, 17082, 13546, 5296, 5172, 19913, 1829, 47525, 7578, 5551, 3615, 9566, 1829, 3224, 12174, 32640, 3660, 25062, 32640, 3660, 29538, 11933, 15042], "avg_logprob": -0.14870084269662923, "compression_ratio": 1.6261261261261262, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2089.17, "end": 2089.59, "word": "تمام", "probability": 0.8232421875}, {"start": 2089.59, "end": 2090.69, "word": " فإذا", "probability": 0.8590494791666666}, {"start": 2090.69, "end": 2090.99, "word": " هنا", "probability": 0.9501953125}, {"start": 2090.99, "end": 2091.25, "word": " لما", "probability": 0.97314453125}, {"start": 2091.25, "end": 2091.41, "word": " بدى", "probability": 0.5418701171875}, {"start": 2091.41, "end": 2091.65, "word": " أتكلم", "probability": 0.9022216796875}, {"start": 2091.65, "end": 2091.85, "word": " عن", "probability": 0.9892578125}, {"start": 2091.85, "end": 2091.97, "word": " لي", "probability": 0.250244140625}, {"start": 2091.97, "end": 2092.61, "word": " speed", "probability": 0.49267578125}, {"start": 2092.61, "end": 2093.37, "word": " ك", "probability": 0.9853515625}, {"start": 2093.37, "end": 2093.87, "word": " numerical", "probability": 0.8349609375}, {"start": 2093.87, "end": 2094.67, "word": " value", "probability": 0.99658203125}, {"start": 2094.67, "end": 2095.23, "word": " بين", "probability": 0.97265625}, {"start": 2095.23, "end": 2095.63, "word": " الصفر", "probability": 0.9453125}, {"start": 2095.63, "end": 2095.95, "word": " والمتين", "probability": 0.662841796875}, {"start": 2095.95, "end": 2097.23, "word": " وعشرين", "probability": 0.84375}, {"start": 2097.23, "end": 2097.67, "word": " kilometer", "probability": 0.79541015625}, {"start": 2097.67, "end": 2098.19, "word": " per", "probability": 0.962890625}, {"start": 2098.19, "end": 2098.57, "word": " hour", "probability": 0.94873046875}, {"start": 2098.57, "end": 2099.81, "word": " فانا", "probability": 0.8655598958333334}, {"start": 2099.81, "end": 2100.17, "word": " بتكلم", "probability": 0.9295247395833334}, {"start": 2100.17, "end": 2100.49, "word": " عن", "probability": 0.99853515625}, {"start": 2100.49, "end": 2101.97, "word": " linguistic", "probability": 0.9580078125}, {"start": 2101.97, "end": 2102.85, "word": " variable", "probability": 0.9404296875}, {"start": 2102.85, "end": 2104.19, "word": " بسميه", "probability": 0.9644775390625}, {"start": 2104.19, "end": 2104.53, "word": " stopping", "probability": 0.87255859375}, {"start": 2104.53, "end": 2105.51, "word": " distance", "probability": 0.94873046875}, {"start": 2105.51, "end": 2105.93, "word": " ال", "probability": 0.86376953125}, {"start": 2105.93, "end": 2106.21, "word": " stopping", "probability": 0.89990234375}, {"start": 2106.21, "end": 2106.63, "word": " distance", "probability": 0.958984375}, {"start": 2106.63, "end": 2106.91, "word": " هذه", "probability": 0.4443359375}, {"start": 2106.91, "end": 2107.13, "word": " هي", "probability": 0.697265625}, {"start": 2107.13, "end": 2107.85, "word": " متغير", "probability": 0.9886067708333334}, {"start": 2107.85, "end": 2108.59, "word": " لفظي", "probability": 0.9703369140625}, {"start": 2108.59, "end": 2109.07, "word": " واضح", "probability": 0.97021484375}, {"start": 2109.07, "end": 2109.57, "word": " متغير", "probability": 0.96923828125}, {"start": 2109.57, "end": 2109.99, "word": " لفظي", "probability": 0.990966796875}, {"start": 2109.99, "end": 2110.39, "word": " بدى", "probability": 0.55078125}, {"start": 2110.39, "end": 2110.93, "word": " أعطيه", "probability": 0.9439453125}, {"start": 2110.93, "end": 2111.59, "word": " قيمة", "probability": 0.9920247395833334}, {"start": 2111.59, "end": 2112.15, "word": " القيمة", "probability": 0.9583333333333334}, {"start": 2112.15, "end": 2112.41, "word": " هذه", "probability": 0.8623046875}, {"start": 2112.41, "end": 2112.77, "word": " إما", "probability": 0.864990234375}], "temperature": 1.0}, {"id": 92, "seek": 214353, "start": 2113.95, "end": 2143.53, "text": "long or short إما long or short حسب الكلمة بتاعتنا كويس أما في ال boolean في ال boolean اللي أحنا شايفينها لحظوا الأولى boolean خلاص قيمة التانية لأ مختلفة في الشغل تبعها لكن لما بدي أحولها كلها لفظي الأصل أني أقول كتالي rule number one if speed is fast", "tokens": [13025, 420, 2099, 11933, 15042, 938, 420, 2099, 11331, 35457, 33251, 19528, 3660, 39894, 995, 34268, 8315, 9122, 45865, 3794, 5551, 15042, 8978, 2423, 748, 4812, 282, 8978, 2423, 748, 4812, 282, 13672, 1829, 5551, 5016, 8315, 13412, 995, 33911, 9957, 11296, 5296, 5016, 19913, 14407, 16247, 12610, 7578, 748, 4812, 282, 16490, 1211, 33546, 12174, 32640, 3660, 16712, 7649, 10632, 5296, 10721, 3714, 46456, 46538, 3660, 8978, 25124, 17082, 1211, 6055, 3555, 3615, 11296, 44381, 5296, 15042, 4724, 16254, 5551, 5016, 12610, 11296, 28242, 11296, 5296, 5172, 19913, 1829, 16247, 36520, 14739, 1829, 5551, 39648, 9122, 2655, 6027, 1829, 4978, 1230, 472, 498, 3073, 307, 2370], "avg_logprob": -0.1469183994664086, "compression_ratio": 1.6986899563318778, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2113.95, "end": 2114.49, "word": "long", "probability": 0.5244140625}, {"start": 2114.49, "end": 2114.91, "word": " or", "probability": 0.9306640625}, {"start": 2114.91, "end": 2115.41, "word": " short", "probability": 0.9794921875}, {"start": 2115.41, "end": 2116.01, "word": " إما", "probability": 0.57940673828125}, {"start": 2116.01, "end": 2116.29, "word": " long", "probability": 0.96435546875}, {"start": 2116.29, "end": 2116.55, "word": " or", "probability": 0.83447265625}, {"start": 2116.55, "end": 2117.31, "word": " short", "probability": 0.986328125}, {"start": 2117.31, "end": 2118.45, "word": " حسب", "probability": 0.98095703125}, {"start": 2118.45, "end": 2119.43, "word": " الكلمة", "probability": 0.9527994791666666}, {"start": 2119.43, "end": 2120.47, "word": " بتاعتنا", "probability": 0.874267578125}, {"start": 2120.47, "end": 2122.03, "word": " كويس", "probability": 0.9192708333333334}, {"start": 2122.03, "end": 2122.69, "word": " أما", "probability": 0.933349609375}, {"start": 2122.69, "end": 2123.03, "word": " في", "probability": 0.951171875}, {"start": 2123.03, "end": 2123.21, "word": " ال", "probability": 0.9130859375}, {"start": 2123.21, "end": 2123.67, "word": " boolean", "probability": 0.7948404947916666}, {"start": 2123.67, "end": 2123.99, "word": " في", "probability": 0.341064453125}, {"start": 2123.99, "end": 2124.09, "word": " ال", "probability": 0.90185546875}, {"start": 2124.09, "end": 2124.47, "word": " boolean", "probability": 0.8636067708333334}, {"start": 2124.47, "end": 2124.69, "word": " اللي", "probability": 0.973388671875}, {"start": 2124.69, "end": 2124.85, "word": " أحنا", "probability": 0.7811686197916666}, {"start": 2124.85, "end": 2125.51, "word": " شايفينها", "probability": 0.985546875}, {"start": 2125.51, "end": 2127.23, "word": " لحظوا", "probability": 0.59014892578125}, {"start": 2127.23, "end": 2128.15, "word": " الأولى", "probability": 0.9480794270833334}, {"start": 2128.15, "end": 2128.75, "word": " boolean", "probability": 0.85595703125}, {"start": 2128.75, "end": 2129.15, "word": " خلاص", "probability": 0.9879557291666666}, {"start": 2129.15, "end": 2129.59, "word": " قيمة", "probability": 0.9895833333333334}, {"start": 2129.59, "end": 2130.45, "word": " التانية", "probability": 0.8878580729166666}, {"start": 2130.45, "end": 2130.71, "word": " لأ", "probability": 0.962158203125}, {"start": 2130.71, "end": 2131.45, "word": " مختلفة", "probability": 0.9932861328125}, {"start": 2131.45, "end": 2132.89, "word": " في", "probability": 0.97509765625}, {"start": 2132.89, "end": 2133.19, "word": " الشغل", "probability": 0.9840494791666666}, {"start": 2133.19, "end": 2133.57, "word": " تبعها", "probability": 0.96435546875}, {"start": 2133.57, "end": 2134.27, "word": " لكن", "probability": 0.93359375}, {"start": 2134.27, "end": 2134.67, "word": " لما", "probability": 0.94970703125}, {"start": 2134.67, "end": 2134.87, "word": " بدي", "probability": 0.78369140625}, {"start": 2134.87, "end": 2135.29, "word": " أحولها", "probability": 0.9190673828125}, {"start": 2135.29, "end": 2135.63, "word": " كلها", "probability": 0.99365234375}, {"start": 2135.63, "end": 2136.23, "word": " لفظي", "probability": 0.97119140625}, {"start": 2136.23, "end": 2137.07, "word": " الأصل", "probability": 0.810791015625}, {"start": 2137.07, "end": 2137.33, "word": " أني", "probability": 0.791015625}, {"start": 2137.33, "end": 2137.69, "word": " أقول", "probability": 0.970947265625}, {"start": 2137.69, "end": 2138.49, "word": " كتالي", "probability": 0.84716796875}, {"start": 2138.49, "end": 2139.21, "word": " rule", "probability": 0.8125}, {"start": 2139.21, "end": 2140.47, "word": " number", "probability": 0.73779296875}, {"start": 2140.47, "end": 2140.95, "word": " one", "probability": 0.947265625}, {"start": 2140.95, "end": 2141.65, "word": " if", "probability": 0.93896484375}, {"start": 2141.65, "end": 2142.27, "word": " speed", "probability": 0.9169921875}, {"start": 2142.27, "end": 2142.69, "word": " is", "probability": 0.9716796875}, {"start": 2142.69, "end": 2143.53, "word": " fast", "probability": 0.91162109375}], "temperature": 1.0}, {"id": 93, "seek": 216889, "start": 2144.63, "end": 2168.89, "text": "تمام هيك fast ماحدش بيقدر يقول لي هي مية هي تسعين هي خمسة و تمانين هي جداش ال fast هذه بقدر أقول إن هي fast إذا كان حسب ال membership ومن الرسم له ال membership الخاصة فيه طبعا حسب ال experience و ال expert و ال human expert اللي بدو يشتغل عليها then stopping distance", "tokens": [39237, 10943, 39896, 4117, 2370, 19446, 24401, 8592, 4724, 1829, 28543, 2288, 7251, 39648, 32239, 39896, 3714, 10632, 39896, 6055, 3794, 3615, 9957, 39896, 16490, 2304, 3794, 3660, 4032, 46811, 7649, 9957, 39896, 10874, 3215, 33599, 2423, 2370, 29538, 4724, 28543, 2288, 5551, 39648, 36145, 39896, 2370, 11933, 15730, 25961, 11331, 35457, 2423, 4006, 5278, 4032, 27842, 34892, 38251, 46740, 2423, 4006, 5278, 33962, 33546, 3660, 8978, 3224, 23032, 3555, 3615, 995, 11331, 35457, 2423, 1752, 4032, 2423, 5844, 4032, 2423, 1952, 5844, 13672, 1829, 47525, 2407, 7251, 8592, 2655, 17082, 1211, 25894, 11296, 550, 12767, 4560], "avg_logprob": -0.2126913336770875, "compression_ratio": 1.7076271186440677, "no_speech_prob": 0.0, "words": [{"start": 2144.63, "end": 2145.05, "word": "تمام", "probability": 0.819580078125}, {"start": 2145.05, "end": 2145.45, "word": " هيك", "probability": 0.7451171875}, {"start": 2145.45, "end": 2145.81, "word": " fast", "probability": 0.828125}, {"start": 2145.81, "end": 2146.69, "word": " ماحدش", "probability": 0.86962890625}, {"start": 2146.69, "end": 2146.95, "word": " بيقدر", "probability": 0.864990234375}, {"start": 2146.95, "end": 2147.11, "word": " يقول", "probability": 0.98486328125}, {"start": 2147.11, "end": 2147.21, "word": " لي", "probability": 0.1768798828125}, {"start": 2147.21, "end": 2147.37, "word": " هي", "probability": 0.89892578125}, {"start": 2147.37, "end": 2147.77, "word": " مية", "probability": 0.7191162109375}, {"start": 2147.77, "end": 2148.27, "word": " هي", "probability": 0.69775390625}, {"start": 2148.27, "end": 2148.83, "word": " تسعين", "probability": 0.9937744140625}, {"start": 2148.83, "end": 2149.35, "word": " هي", "probability": 0.93408203125}, {"start": 2149.35, "end": 2149.69, "word": " خمسة", "probability": 0.98974609375}, {"start": 2149.69, "end": 2149.75, "word": " و", "probability": 0.59130859375}, {"start": 2149.75, "end": 2150.21, "word": " تمانين", "probability": 0.9710286458333334}, {"start": 2150.21, "end": 2150.59, "word": " هي", "probability": 0.8310546875}, {"start": 2150.59, "end": 2150.99, "word": " جداش", "probability": 0.6878255208333334}, {"start": 2150.99, "end": 2151.13, "word": " ال", "probability": 0.9228515625}, {"start": 2151.13, "end": 2151.39, "word": " fast", "probability": 0.89013671875}, {"start": 2151.39, "end": 2151.77, "word": " هذه", "probability": 0.54833984375}, {"start": 2151.77, "end": 2154.27, "word": " بقدر", "probability": 0.8982747395833334}, {"start": 2154.27, "end": 2154.49, "word": " أقول", "probability": 0.8447265625}, {"start": 2154.49, "end": 2154.63, "word": " إن", "probability": 0.6240234375}, {"start": 2154.63, "end": 2154.81, "word": " هي", "probability": 0.68115234375}, {"start": 2154.81, "end": 2155.35, "word": " fast", "probability": 0.9189453125}, {"start": 2155.35, "end": 2156.49, "word": " إذا", "probability": 0.949951171875}, {"start": 2156.49, "end": 2157.01, "word": " كان", "probability": 0.99560546875}, {"start": 2157.01, "end": 2157.87, "word": " حسب", "probability": 0.991943359375}, {"start": 2157.87, "end": 2158.21, "word": " ال", "probability": 0.951171875}, {"start": 2158.21, "end": 2158.97, "word": " membership", "probability": 0.61083984375}, {"start": 2158.97, "end": 2159.35, "word": " ومن", "probability": 0.5972900390625}, {"start": 2159.35, "end": 2159.75, "word": " الرسم", "probability": 0.457763671875}, {"start": 2159.75, "end": 2159.87, "word": " له", "probability": 0.6796875}, {"start": 2159.87, "end": 2159.95, "word": " ال", "probability": 0.8818359375}, {"start": 2159.95, "end": 2160.35, "word": " membership", "probability": 0.8095703125}, {"start": 2160.35, "end": 2160.87, "word": " الخاصة", "probability": 0.8816731770833334}, {"start": 2160.87, "end": 2161.33, "word": " فيه", "probability": 0.9365234375}, {"start": 2161.33, "end": 2161.79, "word": " طبعا", "probability": 0.9166259765625}, {"start": 2161.79, "end": 2162.05, "word": " حسب", "probability": 0.974609375}, {"start": 2162.05, "end": 2162.15, "word": " ال", "probability": 0.93408203125}, {"start": 2162.15, "end": 2162.57, "word": " experience", "probability": 0.95361328125}, {"start": 2162.57, "end": 2163.09, "word": " و", "probability": 0.8720703125}, {"start": 2163.09, "end": 2163.53, "word": " ال", "probability": 0.92626953125}, {"start": 2163.53, "end": 2163.91, "word": " expert", "probability": 0.634765625}, {"start": 2163.91, "end": 2164.11, "word": " و", "probability": 0.77587890625}, {"start": 2164.11, "end": 2164.17, "word": " ال", "probability": 0.94140625}, {"start": 2164.17, "end": 2164.37, "word": " human", "probability": 0.95361328125}, {"start": 2164.37, "end": 2164.79, "word": " expert", "probability": 0.93115234375}, {"start": 2164.79, "end": 2165.25, "word": " اللي", "probability": 0.968994140625}, {"start": 2165.25, "end": 2165.39, "word": " بدو", "probability": 0.705322265625}, {"start": 2165.39, "end": 2165.61, "word": " يشتغل", "probability": 0.782568359375}, {"start": 2165.61, "end": 2165.97, "word": " عليها", "probability": 0.98291015625}, {"start": 2165.97, "end": 2166.51, "word": " then", "probability": 0.75439453125}, {"start": 2166.51, "end": 2166.93, "word": " stopping", "probability": 0.77880859375}, {"start": 2166.93, "end": 2168.89, "word": " distance", "probability": 0.92236328125}], "temperature": 1.0}, {"id": 94, "seek": 219589, "start": 2169.79, "end": 2195.89, "text": "is long rule number two if speed is slow إذا كان السرعة بطيئة ففي الحالة هذه بنقول ال stopping distance is short صارت منطقية أكتر من أني أحط رقم والرقم هذا ممكن يكون يتغير في حالة من حالته إذا بنتكلم مثلا ال speed is أقل من أربعين لكن فيه مي على الأرض وفيه زيت على الأرض نحضر مستمرة", "tokens": [271, 938, 4978, 1230, 732, 498, 3073, 307, 2964, 11933, 15730, 25961, 21136, 2288, 27884, 4724, 9566, 1829, 19986, 3660, 6156, 41185, 21542, 6027, 3660, 29538, 44945, 39648, 2423, 12767, 4560, 307, 2099, 20328, 9640, 2655, 9154, 9566, 4587, 10632, 5551, 4117, 2655, 2288, 9154, 14739, 1829, 5551, 5016, 9566, 12602, 4587, 2304, 16070, 2288, 4587, 2304, 23758, 3714, 43020, 7251, 30544, 7251, 2655, 17082, 13546, 8978, 11331, 6027, 3660, 9154, 11331, 6027, 47395, 11933, 15730, 44945, 2655, 4117, 19528, 50113, 15040, 2423, 3073, 307, 5551, 4587, 1211, 9154, 5551, 25513, 3615, 9957, 44381, 8978, 3224, 3714, 1829, 15844, 16247, 43042, 4032, 41185, 3224, 30767, 36081, 15844, 16247, 43042, 8717, 5016, 11242, 2288, 3714, 14851, 2304, 25720], "avg_logprob": -0.1549258474576271, "compression_ratio": 1.6856060606060606, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2169.79, "end": 2170.03, "word": "is", "probability": 0.5517578125}, {"start": 2170.03, "end": 2170.45, "word": " long", "probability": 0.94970703125}, {"start": 2170.45, "end": 2171.05, "word": " rule", "probability": 0.5341796875}, {"start": 2171.05, "end": 2171.29, "word": " number", "probability": 0.92919921875}, {"start": 2171.29, "end": 2171.61, "word": " two", "probability": 0.9189453125}, {"start": 2171.61, "end": 2172.05, "word": " if", "probability": 0.78271484375}, {"start": 2172.05, "end": 2172.45, "word": " speed", "probability": 0.90869140625}, {"start": 2172.45, "end": 2172.79, "word": " is", "probability": 0.95654296875}, {"start": 2172.79, "end": 2173.41, "word": " slow", "probability": 0.97265625}, {"start": 2173.41, "end": 2174.15, "word": " إذا", "probability": 0.847900390625}, {"start": 2174.15, "end": 2174.43, "word": " كان", "probability": 0.99560546875}, {"start": 2174.43, "end": 2174.85, "word": " السرعة", "probability": 0.8974609375}, {"start": 2174.85, "end": 2175.55, "word": " بطيئة", "probability": 0.87001953125}, {"start": 2175.55, "end": 2176.41, "word": " ففي", "probability": 0.8720703125}, {"start": 2176.41, "end": 2176.77, "word": " الحالة", "probability": 0.99072265625}, {"start": 2176.77, "end": 2176.99, "word": " هذه", "probability": 0.8701171875}, {"start": 2176.99, "end": 2177.43, "word": " بنقول", "probability": 0.702880859375}, {"start": 2177.43, "end": 2177.83, "word": " ال", "probability": 0.5400390625}, {"start": 2177.83, "end": 2178.13, "word": " stopping", "probability": 0.8359375}, {"start": 2178.13, "end": 2178.67, "word": " distance", "probability": 0.9716796875}, {"start": 2178.67, "end": 2178.91, "word": " is", "probability": 0.87841796875}, {"start": 2178.91, "end": 2179.33, "word": " short", "probability": 0.98193359375}, {"start": 2179.33, "end": 2180.03, "word": " صارت", "probability": 0.8232421875}, {"start": 2180.03, "end": 2180.47, "word": " منطقية", "probability": 0.9659423828125}, {"start": 2180.47, "end": 2180.85, "word": " أكتر", "probability": 0.97705078125}, {"start": 2180.85, "end": 2181.17, "word": " من", "probability": 0.986328125}, {"start": 2181.17, "end": 2181.37, "word": " أني", "probability": 0.524658203125}, {"start": 2181.37, "end": 2181.65, "word": " أحط", "probability": 0.9671223958333334}, {"start": 2181.65, "end": 2182.05, "word": " رقم", "probability": 0.9964192708333334}, {"start": 2182.05, "end": 2183.29, "word": " والرقم", "probability": 0.871826171875}, {"start": 2183.29, "end": 2183.43, "word": " هذا", "probability": 0.7197265625}, {"start": 2183.43, "end": 2183.67, "word": " ممكن", "probability": 0.959228515625}, {"start": 2183.67, "end": 2183.91, "word": " يكون", "probability": 0.759033203125}, {"start": 2183.91, "end": 2184.71, "word": " يتغير", "probability": 0.9932861328125}, {"start": 2184.71, "end": 2184.89, "word": " في", "probability": 0.98583984375}, {"start": 2184.89, "end": 2185.19, "word": " حالة", "probability": 0.9866536458333334}, {"start": 2185.19, "end": 2185.25, "word": " من", "probability": 0.994140625}, {"start": 2185.25, "end": 2185.73, "word": " حالته", "probability": 0.96044921875}, {"start": 2185.73, "end": 2186.73, "word": " إذا", "probability": 0.949951171875}, {"start": 2186.73, "end": 2187.25, "word": " بنتكلم", "probability": 0.868408203125}, {"start": 2187.25, "end": 2187.61, "word": " مثلا", "probability": 0.976806640625}, {"start": 2187.61, "end": 2188.45, "word": " ال", "probability": 0.94921875}, {"start": 2188.45, "end": 2189.05, "word": " speed", "probability": 0.82275390625}, {"start": 2189.05, "end": 2189.49, "word": " is", "probability": 0.953125}, {"start": 2189.49, "end": 2190.03, "word": " أقل", "probability": 0.9718424479166666}, {"start": 2190.03, "end": 2190.31, "word": " من", "probability": 0.9970703125}, {"start": 2190.31, "end": 2191.73, "word": " أربعين", "probability": 0.8743896484375}, {"start": 2191.73, "end": 2192.15, "word": " لكن", "probability": 0.92333984375}, {"start": 2192.15, "end": 2192.43, "word": " فيه", "probability": 0.7978515625}, {"start": 2192.43, "end": 2192.59, "word": " مي", "probability": 0.943359375}, {"start": 2192.59, "end": 2192.73, "word": " على", "probability": 0.291259765625}, {"start": 2192.73, "end": 2193.07, "word": " الأرض", "probability": 0.983642578125}, {"start": 2193.07, "end": 2193.81, "word": " وفيه", "probability": 0.8450520833333334}, {"start": 2193.81, "end": 2194.01, "word": " زيت", "probability": 0.941650390625}, {"start": 2194.01, "end": 2194.13, "word": " على", "probability": 0.94677734375}, {"start": 2194.13, "end": 2194.49, "word": " الأرض", "probability": 0.9921875}, {"start": 2194.49, "end": 2195.39, "word": " نحضر", "probability": 0.5936279296875}, {"start": 2195.39, "end": 2195.89, "word": " مستمرة", "probability": 0.889404296875}], "temperature": 1.0}, {"id": 95, "seek": 222348, "start": 2197.83, "end": 2223.49, "text": "ففي ظروف كتيرة ممكن اتغير فالان اصبح عندى المتغير اللغوي او اللغوي هي ال speed هذا المتغير the value against speed has range between 0 و 225 value هدى ك set ال 6 اللي من 0 ل222 هدى بنسميها fuzzy set", "tokens": [5172, 41185, 1357, 116, 32887, 5172, 9122, 2655, 48923, 3714, 43020, 1975, 2655, 17082, 13546, 6156, 6027, 7649, 1975, 9381, 49628, 43242, 7578, 9673, 2655, 17082, 13546, 13672, 17082, 45865, 1975, 2407, 13672, 17082, 45865, 39896, 2423, 3073, 23758, 9673, 2655, 17082, 13546, 264, 2158, 1970, 3073, 575, 3613, 1296, 1958, 4032, 5853, 20, 2158, 8032, 3215, 7578, 9122, 992, 2423, 1386, 13672, 1829, 9154, 1958, 5296, 7490, 17, 8032, 3215, 7578, 44945, 38251, 1829, 11296, 34710, 992], "avg_logprob": -0.25593352996850316, "compression_ratio": 1.5235602094240839, "no_speech_prob": 0.0, "words": [{"start": 2197.83, "end": 2198.19, "word": "ففي", "probability": 0.875244140625}, {"start": 2198.19, "end": 2198.49, "word": " ظروف", "probability": 0.9100341796875}, {"start": 2198.49, "end": 2198.79, "word": " كتيرة", "probability": 0.8922526041666666}, {"start": 2198.79, "end": 2199.07, "word": " ممكن", "probability": 0.98876953125}, {"start": 2199.07, "end": 2199.43, "word": " اتغير", "probability": 0.779754638671875}, {"start": 2199.43, "end": 2200.25, "word": " فالان", "probability": 0.6254069010416666}, {"start": 2200.25, "end": 2200.83, "word": " اصبح", "probability": 0.8060709635416666}, {"start": 2200.83, "end": 2201.63, "word": " عندى", "probability": 0.713623046875}, {"start": 2201.63, "end": 2202.51, "word": " المتغير", "probability": 0.9837646484375}, {"start": 2202.51, "end": 2203.43, "word": " اللغوي", "probability": 0.9274088541666666}, {"start": 2203.43, "end": 2203.61, "word": " او", "probability": 0.770751953125}, {"start": 2203.61, "end": 2204.29, "word": " اللغوي", "probability": 0.9695638020833334}, {"start": 2204.29, "end": 2204.69, "word": " هي", "probability": 0.8173828125}, {"start": 2204.69, "end": 2204.87, "word": " ال", "probability": 0.9140625}, {"start": 2204.87, "end": 2205.31, "word": " speed", "probability": 0.5634765625}, {"start": 2205.31, "end": 2206.77, "word": " هذا", "probability": 0.3701171875}, {"start": 2206.77, "end": 2207.53, "word": " المتغير", "probability": 0.993896484375}, {"start": 2207.53, "end": 2209.25, "word": " the", "probability": 0.33203125}, {"start": 2209.25, "end": 2209.49, "word": " value", "probability": 0.474365234375}, {"start": 2209.49, "end": 2209.71, "word": " against", "probability": 0.397705078125}, {"start": 2209.71, "end": 2210.17, "word": " speed", "probability": 0.67333984375}, {"start": 2210.17, "end": 2210.79, "word": " has", "probability": 0.5458984375}, {"start": 2210.79, "end": 2211.65, "word": " range", "probability": 0.8720703125}, {"start": 2211.65, "end": 2212.53, "word": " between", "probability": 0.9150390625}, {"start": 2212.53, "end": 2213.13, "word": " 0", "probability": 0.73095703125}, {"start": 2213.13, "end": 2213.29, "word": " و", "probability": 0.92431640625}, {"start": 2213.29, "end": 2214.71, "word": " 225", "probability": 0.83447265625}, {"start": 2214.71, "end": 2215.97, "word": " value", "probability": 0.95263671875}, {"start": 2215.97, "end": 2216.51, "word": " هدى", "probability": 0.5087890625}, {"start": 2216.51, "end": 2217.27, "word": " ك", "probability": 0.75}, {"start": 2217.27, "end": 2217.69, "word": " set", "probability": 0.75537109375}, {"start": 2217.69, "end": 2219.01, "word": " ال", "probability": 0.72998046875}, {"start": 2219.01, "end": 2219.21, "word": " 6", "probability": 0.73291015625}, {"start": 2219.21, "end": 2219.35, "word": " اللي", "probability": 0.614501953125}, {"start": 2219.35, "end": 2219.47, "word": " من", "probability": 0.97802734375}, {"start": 2219.47, "end": 2219.71, "word": " 0", "probability": 0.919921875}, {"start": 2219.71, "end": 2221.57, "word": " ل222", "probability": 0.7449544270833334}, {"start": 2221.57, "end": 2222.11, "word": " هدى", "probability": 0.9235026041666666}, {"start": 2222.11, "end": 2222.45, "word": " بنسميها", "probability": 0.907470703125}, {"start": 2222.45, "end": 2222.77, "word": " fuzzy", "probability": 0.97265625}, {"start": 2222.77, "end": 2223.49, "word": " set", "probability": 0.96142578125}], "temperature": 1.0}, {"id": 96, "seek": 225125, "start": 2223.97, "end": 2251.25, "text": "الـ fuzzy set لازم تكون تعبر عن المتغير اللي هو speed ف speed متغير خلاص تمام حاجة بتتغير طيب إيش المتغيرات أو ال values اللي ممكن أحطها له ببطل الآن أتكلم من أرقام بنحط متغيرات لفظية برضه زي أني أقول أو range range لل slow medium fast و بنرسمهم", "tokens": [6027, 39184, 34710, 992, 5296, 31377, 2304, 6055, 30544, 37279, 26890, 18871, 9673, 2655, 17082, 13546, 13672, 1829, 31439, 3073, 6156, 3073, 44650, 17082, 13546, 16490, 1211, 33546, 46811, 10943, 11331, 26108, 3660, 39894, 2655, 17082, 13546, 23032, 1829, 3555, 11933, 1829, 8592, 9673, 2655, 17082, 13546, 9307, 34051, 2423, 4190, 13672, 1829, 3714, 43020, 5551, 5016, 9566, 11296, 46740, 4724, 3555, 9566, 1211, 6024, 48506, 5551, 2655, 4117, 19528, 9154, 5551, 2288, 4587, 10943, 44945, 5016, 9566, 44650, 17082, 13546, 9307, 5296, 5172, 19913, 10632, 4724, 43042, 3224, 30767, 1829, 14739, 1829, 5551, 39648, 34051, 3613, 3613, 24976, 2964, 6399, 2370, 4032, 44945, 2288, 38251, 16095], "avg_logprob": -0.13606770764346476, "compression_ratio": 1.676595744680851, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2223.97, "end": 2224.29, "word": "الـ", "probability": 0.9072265625}, {"start": 2224.29, "end": 2224.45, "word": " fuzzy", "probability": 0.50830078125}, {"start": 2224.45, "end": 2224.85, "word": " set", "probability": 0.94091796875}, {"start": 2224.85, "end": 2225.55, "word": " لازم", "probability": 0.9466145833333334}, {"start": 2225.55, "end": 2225.81, "word": " تكون", "probability": 0.9658203125}, {"start": 2225.81, "end": 2226.47, "word": " تعبر", "probability": 0.8544921875}, {"start": 2226.47, "end": 2226.89, "word": " عن", "probability": 0.990234375}, {"start": 2226.89, "end": 2227.69, "word": " المتغير", "probability": 0.9840087890625}, {"start": 2227.69, "end": 2228.85, "word": " اللي", "probability": 0.836669921875}, {"start": 2228.85, "end": 2229.05, "word": " هو", "probability": 0.98876953125}, {"start": 2229.05, "end": 2229.51, "word": " speed", "probability": 0.76513671875}, {"start": 2229.51, "end": 2230.01, "word": " ف", "probability": 0.84228515625}, {"start": 2230.01, "end": 2230.49, "word": " speed", "probability": 0.71142578125}, {"start": 2230.49, "end": 2231.53, "word": " متغير", "probability": 0.97607421875}, {"start": 2231.53, "end": 2231.87, "word": " خلاص", "probability": 0.9225260416666666}, {"start": 2231.87, "end": 2232.19, "word": " تمام", "probability": 0.918212890625}, {"start": 2232.19, "end": 2232.65, "word": " حاجة", "probability": 0.9632161458333334}, {"start": 2232.65, "end": 2233.21, "word": " بتتغير", "probability": 0.965576171875}, {"start": 2233.21, "end": 2233.67, "word": " طيب", "probability": 0.89111328125}, {"start": 2233.67, "end": 2233.91, "word": " إيش", "probability": 0.8439127604166666}, {"start": 2233.91, "end": 2235.13, "word": " المتغيرات", "probability": 0.99306640625}, {"start": 2235.13, "end": 2235.59, "word": " أو", "probability": 0.931640625}, {"start": 2235.59, "end": 2235.75, "word": " ال", "probability": 0.9736328125}, {"start": 2235.75, "end": 2236.17, "word": " values", "probability": 0.84814453125}, {"start": 2236.17, "end": 2236.37, "word": " اللي", "probability": 0.9580078125}, {"start": 2236.37, "end": 2236.55, "word": " ممكن", "probability": 0.98291015625}, {"start": 2236.55, "end": 2236.99, "word": " أحطها", "probability": 0.9095458984375}, {"start": 2236.99, "end": 2237.25, "word": " له", "probability": 0.51806640625}, {"start": 2237.25, "end": 2238.13, "word": " ببطل", "probability": 0.8857421875}, {"start": 2238.13, "end": 2238.49, "word": " الآن", "probability": 0.73486328125}, {"start": 2238.49, "end": 2239.11, "word": " أتكلم", "probability": 0.95849609375}, {"start": 2239.11, "end": 2239.35, "word": " من", "probability": 0.8212890625}, {"start": 2239.35, "end": 2239.91, "word": " أرقام", "probability": 0.9903564453125}, {"start": 2239.91, "end": 2240.89, "word": " بنحط", "probability": 0.9510091145833334}, {"start": 2240.89, "end": 2241.87, "word": " متغيرات", "probability": 0.9930419921875}, {"start": 2241.87, "end": 2242.39, "word": " لفظية", "probability": 0.9678955078125}, {"start": 2242.39, "end": 2242.77, "word": " برضه", "probability": 0.9879557291666666}, {"start": 2242.77, "end": 2243.49, "word": " زي", "probability": 0.947509765625}, {"start": 2243.49, "end": 2243.69, "word": " أني", "probability": 0.4930419921875}, {"start": 2243.69, "end": 2243.89, "word": " أقول", "probability": 0.95263671875}, {"start": 2243.89, "end": 2244.05, "word": " أو", "probability": 0.62109375}, {"start": 2244.05, "end": 2244.41, "word": " range", "probability": 0.83154296875}, {"start": 2244.41, "end": 2245.23, "word": " range", "probability": 0.405029296875}, {"start": 2245.23, "end": 2245.65, "word": " لل", "probability": 0.401611328125}, {"start": 2245.65, "end": 2246.61, "word": " slow", "probability": 0.63427734375}, {"start": 2246.61, "end": 2247.81, "word": " medium", "probability": 0.424072265625}, {"start": 2247.81, "end": 2248.93, "word": " fast", "probability": 0.82470703125}, {"start": 2248.93, "end": 2250.27, "word": " و", "probability": 0.8427734375}, {"start": 2250.27, "end": 2251.25, "word": " بنرسمهم", "probability": 0.84173583984375}], "temperature": 1.0}, {"id": 97, "seek": 226517, "start": 2252.2, "end": 2265.18, "text": "برتسمو بحيث انه نحددهم بيبدأ من صفر وبينتهي maximum بالـ 220 km per hour كما نكون رسمنا ال relationship لالست", "tokens": [26890, 2655, 3794, 2304, 2407, 4724, 5016, 1829, 12984, 16472, 3224, 8717, 24401, 3215, 16095, 4724, 1829, 44510, 10721, 9154, 20328, 5172, 2288, 4032, 21292, 29399, 3224, 1829, 6674, 20666, 39184, 29387, 10698, 680, 1773, 9122, 15042, 8717, 30544, 12602, 38251, 8315, 2423, 2480, 5296, 6027, 14851], "avg_logprob": -0.30224610057969886, "compression_ratio": 1.2, "no_speech_prob": 0.0, "words": [{"start": 2252.2, "end": 2252.96, "word": "برتسمو", "probability": 0.69140625}, {"start": 2252.96, "end": 2253.76, "word": " بحيث", "probability": 0.8828125}, {"start": 2253.76, "end": 2253.94, "word": " انه", "probability": 0.59423828125}, {"start": 2253.94, "end": 2254.96, "word": " نحددهم", "probability": 0.8387451171875}, {"start": 2254.96, "end": 2256.06, "word": " بيبدأ", "probability": 0.9189453125}, {"start": 2256.06, "end": 2256.28, "word": " من", "probability": 0.990234375}, {"start": 2256.28, "end": 2256.74, "word": " صفر", "probability": 0.9695638020833334}, {"start": 2256.74, "end": 2257.86, "word": " وبينتهي", "probability": 0.823779296875}, {"start": 2257.86, "end": 2258.66, "word": " maximum", "probability": 0.76123046875}, {"start": 2258.66, "end": 2259.14, "word": " بالـ", "probability": 0.48974609375}, {"start": 2259.14, "end": 2259.68, "word": " 220", "probability": 0.908203125}, {"start": 2259.68, "end": 2260.12, "word": " km", "probability": 0.34130859375}, {"start": 2260.12, "end": 2260.52, "word": " per", "probability": 0.658203125}, {"start": 2260.52, "end": 2260.86, "word": " hour", "probability": 0.9453125}, {"start": 2260.86, "end": 2261.86, "word": " كما", "probability": 0.677734375}, {"start": 2261.86, "end": 2262.08, "word": " نكون", "probability": 0.3773193359375}, {"start": 2262.08, "end": 2262.58, "word": " رسمنا", "probability": 0.9651692708333334}, {"start": 2262.58, "end": 2263.3, "word": " ال", "probability": 0.810546875}, {"start": 2263.3, "end": 2264.06, "word": " relationship", "probability": 0.845703125}, {"start": 2264.06, "end": 2265.18, "word": " لالست", "probability": 0.5987141927083334}], "temperature": 1.0}, {"id": 98, "seek": 228548, "start": 2266.7, "end": 2285.48, "text": "طيب نفس الكلام برضه stopping distance برضه ممكن اقول من صفر ل 300 متر طبعا برضه ال experience بتقول انه اقصى اشهر صفر اللي هو بمجرد ما بسكت الفرامل صفر خلاص وكفت على طول في مكانها ماتحركتش نهائيا او 300 متر اذا كان ماشي على اقصى سرعة", "tokens": [9566, 1829, 3555, 8717, 36178, 2423, 28820, 10943, 4724, 43042, 3224, 12767, 4560, 4724, 43042, 3224, 3714, 43020, 1975, 39648, 9154, 20328, 5172, 2288, 5296, 6641, 44650, 2288, 23032, 3555, 3615, 995, 4724, 43042, 3224, 2423, 1752, 39894, 39648, 16472, 3224, 1975, 4587, 9381, 7578, 1975, 8592, 3224, 2288, 20328, 5172, 2288, 13672, 1829, 31439, 4724, 2304, 7435, 2288, 3215, 19446, 4724, 3794, 4117, 2655, 27188, 2288, 10943, 1211, 20328, 5172, 2288, 16490, 1211, 33546, 4032, 4117, 5172, 2655, 15844, 23032, 12610, 8978, 3714, 41361, 11296, 3714, 9307, 5016, 31747, 2655, 8592, 8717, 3224, 16373, 25528, 1975, 2407, 6641, 44650, 2288, 1975, 15730, 25961, 3714, 33599, 1829, 15844, 1975, 4587, 9381, 7578, 8608, 2288, 27884], "avg_logprob": -0.13638200687951055, "compression_ratio": 1.7244444444444444, "no_speech_prob": 9.5367431640625e-07, "words": [{"start": 2266.7000000000003, "end": 2267.38, "word": "طيب", "probability": 0.8214518229166666}, {"start": 2267.38, "end": 2267.78, "word": " نفس", "probability": 0.926025390625}, {"start": 2267.78, "end": 2268.14, "word": " الكلام", "probability": 0.9646809895833334}, {"start": 2268.14, "end": 2268.36, "word": " برضه", "probability": 0.9490559895833334}, {"start": 2268.36, "end": 2268.78, "word": " stopping", "probability": 0.2061767578125}, {"start": 2268.78, "end": 2269.5, "word": " distance", "probability": 0.95947265625}, {"start": 2269.5, "end": 2270.4, "word": " برضه", "probability": 0.9777018229166666}, {"start": 2270.4, "end": 2270.64, "word": " ممكن", "probability": 0.9736328125}, {"start": 2270.64, "end": 2270.88, "word": " اقول", "probability": 0.80322265625}, {"start": 2270.88, "end": 2271.04, "word": " من", "probability": 0.98779296875}, {"start": 2271.04, "end": 2271.38, "word": " صفر", "probability": 0.9427083333333334}, {"start": 2271.38, "end": 2271.52, "word": " ل", "probability": 0.9658203125}, {"start": 2271.52, "end": 2271.86, "word": " 300", "probability": 0.25830078125}, {"start": 2271.86, "end": 2272.34, "word": " متر", "probability": 0.979248046875}, {"start": 2272.34, "end": 2273.04, "word": " طبعا", "probability": 0.932373046875}, {"start": 2273.04, "end": 2273.24, "word": " برضه", "probability": 0.9381510416666666}, {"start": 2273.24, "end": 2273.36, "word": " ال", "probability": 0.93505859375}, {"start": 2273.36, "end": 2273.66, "word": " experience", "probability": 0.9365234375}, {"start": 2273.66, "end": 2274.08, "word": " بتقول", "probability": 0.984619140625}, {"start": 2274.08, "end": 2274.62, "word": " انه", "probability": 0.77880859375}, {"start": 2274.62, "end": 2275.14, "word": " اقصى", "probability": 0.89501953125}, {"start": 2275.14, "end": 2275.36, "word": " اشهر", "probability": 0.615234375}, {"start": 2275.36, "end": 2275.64, "word": " صفر", "probability": 0.927734375}, {"start": 2275.64, "end": 2275.74, "word": " اللي", "probability": 0.811767578125}, {"start": 2275.74, "end": 2275.86, "word": " هو", "probability": 0.99462890625}, {"start": 2275.86, "end": 2276.28, "word": " بمجرد", "probability": 0.84765625}, {"start": 2276.28, "end": 2276.4, "word": " ما", "probability": 0.828125}, {"start": 2276.4, "end": 2276.88, "word": " بسكت", "probability": 0.73760986328125}, {"start": 2276.88, "end": 2277.66, "word": " الفرامل", "probability": 0.89697265625}, {"start": 2277.66, "end": 2278.02, "word": " صفر", "probability": 0.9832356770833334}, {"start": 2278.02, "end": 2278.74, "word": " خلاص", "probability": 0.982421875}, {"start": 2278.74, "end": 2279.08, "word": " وكفت", "probability": 0.9478759765625}, {"start": 2279.08, "end": 2279.22, "word": " على", "probability": 0.9560546875}, {"start": 2279.22, "end": 2279.42, "word": " طول", "probability": 0.996337890625}, {"start": 2279.42, "end": 2279.56, "word": " في", "probability": 0.88623046875}, {"start": 2279.56, "end": 2280.04, "word": " مكانها", "probability": 0.9970703125}, {"start": 2280.04, "end": 2280.94, "word": " ماتحركتش", "probability": 0.8747151692708334}, {"start": 2280.94, "end": 2281.48, "word": " نهائيا", "probability": 0.9405517578125}, {"start": 2281.48, "end": 2282.98, "word": " او", "probability": 0.94775390625}, {"start": 2282.98, "end": 2283.36, "word": " 300", "probability": 0.84765625}, {"start": 2283.36, "end": 2283.72, "word": " متر", "probability": 0.9775390625}, {"start": 2283.72, "end": 2283.84, "word": " اذا", "probability": 0.89404296875}, {"start": 2283.84, "end": 2284.06, "word": " كان", "probability": 0.98779296875}, {"start": 2284.06, "end": 2284.66, "word": " ماشي", "probability": 0.9640299479166666}, {"start": 2284.66, "end": 2284.82, "word": " على", "probability": 0.947265625}, {"start": 2284.82, "end": 2285.14, "word": " اقصى", "probability": 0.9166259765625}, {"start": 2285.14, "end": 2285.48, "word": " سرعة", "probability": 0.9671223958333334}], "temperature": 1.0}, {"id": 99, "seek": 231021, "start": 2286.09, "end": 2310.21, "text": "الـ 220 فلو ضربت break جدش بدي واجت أو جدش بدي مسافة عشان تقف تماما السيارة فابدا 300 متر فبرضه ال range هذا بدنا ناخده بحذر عشان داخله أحط مجموعة ال fuzzy sets بتاعتنا اللي هي هتكون short هتكون medium وهيكون long كل واحدة من ال sets هدولة في داخلها قيم", "tokens": [6027, 39184, 29387, 6156, 1211, 2407, 48812, 25513, 2655, 1821, 10874, 3215, 8592, 4724, 16254, 4032, 26108, 2655, 34051, 10874, 3215, 8592, 4724, 16254, 47524, 31845, 3660, 6225, 8592, 7649, 6055, 4587, 5172, 46811, 10943, 995, 21136, 1829, 9640, 3660, 6156, 16758, 28259, 6641, 44650, 2288, 6156, 26890, 11242, 3224, 2423, 3613, 23758, 47525, 8315, 8717, 47283, 3215, 3224, 4724, 5016, 8848, 2288, 6225, 8592, 7649, 11778, 47283, 43761, 5551, 5016, 9566, 3714, 7435, 2304, 2407, 27884, 2423, 34710, 6352, 39894, 995, 34268, 8315, 13672, 1829, 39896, 8032, 2655, 30544, 2099, 8032, 2655, 30544, 6399, 4032, 3224, 1829, 30544, 938, 28242, 36764, 24401, 3660, 9154, 2423, 6352, 8032, 3215, 12610, 3660, 8978, 11778, 47283, 1211, 11296, 12174, 32640], "avg_logprob": -0.15493697478991597, "compression_ratio": 1.6220472440944882, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 2286.09, "end": 2286.31, "word": "الـ", "probability": 0.724853515625}, {"start": 2286.31, "end": 2286.71, "word": " 220", "probability": 0.84521484375}, {"start": 2286.71, "end": 2287.59, "word": " فلو", "probability": 0.8361002604166666}, {"start": 2287.59, "end": 2287.97, "word": " ضربت", "probability": 0.9729817708333334}, {"start": 2287.97, "end": 2288.27, "word": " break", "probability": 0.489013671875}, {"start": 2288.27, "end": 2288.65, "word": " جدش", "probability": 0.6446126302083334}, {"start": 2288.65, "end": 2288.91, "word": " بدي", "probability": 0.7022705078125}, {"start": 2288.91, "end": 2289.27, "word": " واجت", "probability": 0.6837565104166666}, {"start": 2289.27, "end": 2289.61, "word": " أو", "probability": 0.6279296875}, {"start": 2289.61, "end": 2289.85, "word": " جدش", "probability": 0.9568684895833334}, {"start": 2289.85, "end": 2290.03, "word": " بدي", "probability": 0.957763671875}, {"start": 2290.03, "end": 2290.39, "word": " مسافة", "probability": 0.9860026041666666}, {"start": 2290.39, "end": 2290.59, "word": " عشان", "probability": 0.9197591145833334}, {"start": 2290.59, "end": 2290.91, "word": " تقف", "probability": 0.9876302083333334}, {"start": 2290.91, "end": 2291.27, "word": " تماما", "probability": 0.9874674479166666}, {"start": 2291.27, "end": 2291.65, "word": " السيارة", "probability": 0.95263671875}, {"start": 2291.65, "end": 2291.93, "word": " فابدا", "probability": 0.573486328125}, {"start": 2291.93, "end": 2292.23, "word": " 300", "probability": 0.75146484375}, {"start": 2292.23, "end": 2292.61, "word": " متر", "probability": 0.9716796875}, {"start": 2292.61, "end": 2293.13, "word": " فبرضه", "probability": 0.9490966796875}, {"start": 2293.13, "end": 2293.21, "word": " ال", "probability": 0.962890625}, {"start": 2293.21, "end": 2293.39, "word": " range", "probability": 0.759765625}, {"start": 2293.39, "end": 2293.53, "word": " هذا", "probability": 0.467041015625}, {"start": 2293.53, "end": 2293.73, "word": " بدنا", "probability": 0.803466796875}, {"start": 2293.73, "end": 2294.13, "word": " ناخده", "probability": 0.990478515625}, {"start": 2294.13, "end": 2294.79, "word": " بحذر", "probability": 0.89599609375}, {"start": 2294.79, "end": 2295.39, "word": " عشان", "probability": 0.98046875}, {"start": 2295.39, "end": 2296.01, "word": " داخله", "probability": 0.9822591145833334}, {"start": 2296.01, "end": 2296.59, "word": " أحط", "probability": 0.8444010416666666}, {"start": 2296.59, "end": 2297.57, "word": " مجموعة", "probability": 0.9498046875}, {"start": 2297.57, "end": 2298.33, "word": " ال", "probability": 0.94921875}, {"start": 2298.33, "end": 2298.69, "word": " fuzzy", "probability": 0.62939453125}, {"start": 2298.69, "end": 2300.67, "word": " sets", "probability": 0.60107421875}, {"start": 2300.67, "end": 2301.71, "word": " بتاعتنا", "probability": 0.8211669921875}, {"start": 2301.71, "end": 2301.87, "word": " اللي", "probability": 0.90478515625}, {"start": 2301.87, "end": 2301.99, "word": " هي", "probability": 0.83203125}, {"start": 2301.99, "end": 2302.41, "word": " هتكون", "probability": 0.8826497395833334}, {"start": 2302.41, "end": 2303.89, "word": " short", "probability": 0.9462890625}, {"start": 2303.89, "end": 2305.05, "word": " هتكون", "probability": 0.7948404947916666}, {"start": 2305.05, "end": 2305.73, "word": " medium", "probability": 0.9248046875}, {"start": 2305.73, "end": 2306.61, "word": " وهيكون", "probability": 0.83154296875}, {"start": 2306.61, "end": 2307.39, "word": " long", "probability": 0.97216796875}, {"start": 2307.39, "end": 2308.17, "word": " كل", "probability": 0.86767578125}, {"start": 2308.17, "end": 2308.49, "word": " واحدة", "probability": 0.9850260416666666}, {"start": 2308.49, "end": 2308.61, "word": " من", "probability": 0.9951171875}, {"start": 2308.61, "end": 2308.75, "word": " ال", "probability": 0.9873046875}, {"start": 2308.75, "end": 2308.97, "word": " sets", "probability": 0.91015625}, {"start": 2308.97, "end": 2309.43, "word": " هدولة", "probability": 0.8956298828125}, {"start": 2309.43, "end": 2309.55, "word": " في", "probability": 0.92431640625}, {"start": 2309.55, "end": 2309.91, "word": " داخلها", "probability": 0.9583740234375}, {"start": 2309.91, "end": 2310.21, "word": " قيم", "probability": 0.984130859375}], "temperature": 1.0}, {"id": 100, "seek": 231627, "start": 2311.11, "end": 2316.27, "text": "تنتشر داخلها مجموعة قيم، كل قيمة بدرجة معينة تنتمي لهذه الـ Set", "tokens": [2655, 29399, 46309, 11778, 47283, 1211, 11296, 3714, 7435, 2304, 2407, 27884, 12174, 32640, 12399, 28242, 12174, 32640, 3660, 47525, 47341, 3660, 20449, 9957, 3660, 6055, 29399, 2304, 1829, 46740, 24192, 2423, 39184, 8928], "avg_logprob": -0.09693080101694379, "compression_ratio": 1.1789473684210525, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2311.11, "end": 2311.59, "word": "تنتشر", "probability": 0.9659830729166666}, {"start": 2311.59, "end": 2311.93, "word": " داخلها", "probability": 0.9896240234375}, {"start": 2311.93, "end": 2312.29, "word": " مجموعة", "probability": 0.89775390625}, {"start": 2312.29, "end": 2312.83, "word": " قيم،", "probability": 0.7914225260416666}, {"start": 2312.83, "end": 2313.29, "word": " كل", "probability": 0.912109375}, {"start": 2313.29, "end": 2313.97, "word": " قيمة", "probability": 0.9943033854166666}, {"start": 2313.97, "end": 2314.65, "word": " بدرجة", "probability": 0.92919921875}, {"start": 2314.65, "end": 2315.19, "word": " معينة", "probability": 0.9812825520833334}, {"start": 2315.19, "end": 2315.59, "word": " تنتمي", "probability": 0.98046875}, {"start": 2315.59, "end": 2315.91, "word": " لهذه", "probability": 0.98291015625}, {"start": 2315.91, "end": 2316.25, "word": " الـ", "probability": 0.8564453125}, {"start": 2316.25, "end": 2316.27, "word": " Set", "probability": 0.46484375}], "temperature": 1.0}], "language": "ar", "language_probability": 1.0, "duration": 2319.3019375, "duration_after_vad": 2261.614374999992}
\ No newline at end of file
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/D40UOvpYckw.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/D40UOvpYckw.srt
new file mode 100644
index 0000000000000000000000000000000000000000..10e5180bac177ef9062c3de1cc65a30aa8558ad9
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/D40UOvpYckw.srt
@@ -0,0 +1,2031 @@
+1
+00:00:04,880 --> 00:00:07,040
+بسم الله الرحمن الرحيم والصلاة والسلام على أشرف
+
+2
+00:00:07,040 --> 00:00:11,620
+الأنبياء والمسلمين سيدنا محمد ونستكمل ما كنا بدأنا
+
+3
+00:00:11,620 --> 00:00:16,220
+في عملية الـ search كأول محاضرة من محاضرات الجزء
+
+4
+00:00:16,220 --> 00:00:20,480
+مساق الـ AI أو الـ expert systems واللي كنا تحدثنا
+
+5
+00:00:20,480 --> 00:00:24,400
+فيه عن عملية الـ search بشكل أساسي وجسمناها  زي
+
+6
+00:00:24,400 --> 00:00:27,640
+متذكرين جسمناها إلى uninformed وinformed
+
+7
+00:00:27,640 --> 00:00:32,520
+uninformed ما يكونش عندي معلومة واضحة أو heuristic
+
+8
+00:00:32,520 --> 00:00:36,230
+سميناها heuristic dataعن عملية الـ search والـ
+
+9
+00:00:36,230 --> 00:00:39,970
+search بكل بساطة إحنا اتكلمنا أن أنا بأحطها بشكل الـ
+
+10
+00:00:39,970 --> 00:00:46,130
+tree وببحث من خلالها على الـ leaves الممكنة كل الـ
+
+11
+00:00:46,130 --> 00:00:48,890
+leaves اللي موجودة  لـ tree هي المفروض أن...
+
+12
+00:00:48,890 --> 00:00:53,270
+أن هذه نهايات وبنبحث فيها هل فيها حلول أم لا
+
+13
+00:00:53,270 --> 00:00:56,190
+الحلول هذه طبعًا ما يهمنا فيها هو الـ optimal
+
+14
+00:00:56,190 --> 00:00:59,690
+solution أو أفضل الحلول معنا ذلك أن إحنا بدنا نفرق
+
+15
+00:00:59,690 --> 00:01:04,360
+بين أن في حل أو هو حل optimalفهذه تحدثنا عنها
+
+16
+00:01:04,360 --> 00:01:07,280
+وقلنا أن في الـ uninformed الأمور بتكون شوية أصعب
+
+17
+00:01:07,280 --> 00:01:09,900
+في الـ informed لأ الأمور بتكون أفضل لأن بتكون
+
+18
+00:01:09,900 --> 00:01:13,220
+عنده heuristic data الـ heuristic data أخذنا مثال
+
+19
+00:01:13,220 --> 00:01:17,800
+لها واضح في الـ roadmap الـ roadmap بكل بساطة ممكن
+
+20
+00:01:17,800 --> 00:01:21,660
+أحط بين كل مدينتين خط مستقيم على الخريطة وأفترض
+
+21
+00:01:21,660 --> 00:01:23,960
+أن هذا heuristic data بعد ما أضربه في الـ scale
+
+22
+00:01:23,960 --> 00:01:28,280
+تبع الخريطة نفترض أن هذه معلومة مبدئية ولكن هذه
+
+23
+00:01:28,280 --> 00:01:34,000
+مش صحيحة مئة بالمئة هي إرشادية هي إرشادية بتقدر
+
+24
+00:01:34,000 --> 00:01:39,760
+تعطيني indication وين الـ successor الأمثل اللي
+
+25
+00:01:39,760 --> 00:01:45,900
+أمشي أتحرك فيه كويس، واتكلمنا يمكن عن شوية خصائص
+
+26
+00:01:45,900 --> 00:01:49,840
+خاصة بالـ informed والـ informed طبعًا إحنا حكينا
+
+27
+00:01:49,840 --> 00:01:54,580
+فيه نوعين اتكلمنا عن الـ grade ثم اتكلمنا عن الـ A
+
+28
+00:01:54,580 --> 00:01:58,540
+star الـ grade كانت بتعتمد بشكل أساسي completely
+
+29
+00:01:58,540 --> 00:02:02,640
+على الـ heuristic data فقط فقط الـ heuristic data الـ
+
+30
+00:02:02,640 --> 00:02:07,080
+heuristic data بكل بساطة هي المسافة بين الـ city أو
+
+31
+00:02:07,080 --> 00:02:13,550
+الـ successors والـ goal أو الحل أما الـ A star لأ هي
+
+32
+00:02:13,550 --> 00:02:17,710
+أخذت في حسابها شغل كتير مهمة وفعلا واضح جداً أن هي
+
+33
+00:02:17,710 --> 00:02:23,590
+مهمة اللي هي الـ cost ما بين الـ start حتى أنا وأنا
+
+34
+00:02:23,590 --> 00:02:27,010
+وصلت بمعنى أن كل successor إحنا بنجيبه من الـ
+
+35
+00:02:27,010 --> 00:02:31,210
+heuristic data هو قديش باقي as a cost للـ goal
+
+36
+00:02:31,210 --> 00:02:34,650
+لكن في نفس الوقت هو قديش إتكلف عشان يجيني من الـ
+
+37
+00:02:34,650 --> 00:02:39,310
+start حتى وصل لهذه النقطة فهذه عامل مهم فكانت نجمع
+
+38
+00:02:39,310 --> 00:02:44,320
+الـ G والـ h الـ heuristic مجمعهم مع بعض عشان يعطوني
+
+39
+00:02:44,320 --> 00:02:48,980
+الـ f of x أو الـ f of n هنا اللي هي judicial cost
+
+40
+00:02:48,980 --> 00:02:54,600
+للوصول بين الـ start للـ goal through الـ node n
+
+41
+00:02:54,600 --> 00:02:59,500
+ناخذ اليوم كنا كمان مثل إن شاء الله تعالى على هذه
+
+42
+00:02:59,500 --> 00:03:03,640
+الطريقة اللي هي الـ start search نأخذ لنا مثال المثال
+
+43
+00:03:03,640 --> 00:03:07,020
+هذا ببساطة جدًا يتلخص في فكرة أن أنا أفترض عندي
+
+44
+00:03:07,020 --> 00:03:11,880
+robot معين موجود هيبدأ من البلاطة أو الـ tile start
+
+45
+00:03:11,880 --> 00:03:16,840
+وبده يمر يتحرك داخل مجموعة الـ tiles هدول اللي هي
+
+46
+00:03:16,840 --> 00:03:20,580
+المربعات أو البلاطات هدول بحيث أن يصل للـ end أو
+
+47
+00:03:20,580 --> 00:03:25,120
+هذه هتصير اسمها الـ goal تبعها الـ goal اللي بدنا
+
+48
+00:03:25,120 --> 00:03:29,710
+نوصله بدنا نأخذ في بالنا أن في حاجز أو في walls هنا
+
+49
+00:03:29,710 --> 00:03:35,650
+حائط محطوط في النص بمعنى أن مش هنقدر نخترقه مش
+
+50
+00:03:35,650 --> 00:03:38,710
+هنقدر نخبط فيه فإلآن كيف بدنا نتحرك في هذا الموضوع
+
+51
+00:03:38,710 --> 00:03:43,490
+من خلال وجهة نظر الـ A star search method بكل بساطة
+
+52
+00:03:43,490 --> 00:03:48,870
+أنا في عندي F of N طبعًا هذه بتساوي الـ H اللي هي الـ
+
+53
+00:03:48,870 --> 00:03:54,210
+heuristic زي ما قلنا وهذه المسافة بين N أو الـ tile
+
+54
+00:03:54,210 --> 00:03:59,680
+البلاطة اللي أنا موجود فيها إلى الـ goal Okay هذه
+
+55
+00:03:59,680 --> 00:04:07,320
+هتكون زائد g وg كما قلنا سابقًا هي بين الـ start
+
+56
+00:04:07,320 --> 00:04:12,540
+إلى الـ end الـ end هذا طبعًا وين اللي هي الـ tile أو
+
+57
+00:04:12,540 --> 00:04:15,620
+الـ position أو الـ successor اللي أنا موجود عنده
+
+58
+00:04:15,620 --> 00:04:19,080
+الآن اللي أنا فعليًا موجود عنده فإلآن كأن لما آجي
+
+59
+00:04:19,080 --> 00:04:22,620
+أشوف مجموع الاتنين كأنه فعليًا ضل هي فعليًا أعطتني
+
+60
+00:04:22,620 --> 00:04:27,290
+الـ cost بين الـ start والـ goal بشكل أو بآخر على
+
+61
+00:04:27,290 --> 00:04:29,570
+اعتبار أن الـ N هي العاملة المشتركة الـ chain rule
+
+62
+00:04:29,570 --> 00:04:34,830
+تبعنا كانها chain rule تمام فإذا اتطبق function
+
+63
+00:04:34,830 --> 00:04:39,810
+حقيقية function بقدر أبني عليها بنقدر صحيح مش
+
+64
+00:04:39,810 --> 00:04:42,610
+حقيقية مئة في المئة ليش؟ لأن هي في النهاية مجموعة
+
+65
+00:04:42,610 --> 00:04:47,230
+لقيمة حقيقية زائد قيمة heuristic تقديرية فمعنا ذلك
+
+66
+00:04:47,230 --> 00:04:51,070
+أن المجموع هو تقديري ولكن أقرب للواقع فإذا بنقدر
+
+67
+00:04:51,820 --> 00:04:57,160
+نحكم عليه بشكل أفضل بشكل أفضل كويس فجبنا الـ F الآن
+
+68
+00:04:57,160 --> 00:05:00,540
+هذا الكلام بدنا نطبقه هنا نفس الشيء كل بلاطة من
+
+69
+00:05:00,540 --> 00:05:05,050
+البلاطات هدول هي عبارة عن successor ممكن تكون
+
+70
+00:05:05,050 --> 00:05:09,350
+للبلاطة اللي جنبها فإذا عشان تكون أوضح الـ start
+
+71
+00:05:09,350 --> 00:05:14,070
+هذه وين ممكن تروح؟ ممكن تروح للثمان بلاطات اللي
+
+72
+00:05:14,070 --> 00:05:17,430
+حواليها أو الـ tiles الـ eight tiles الـ neighbors
+
+73
+00:05:17,430 --> 00:05:21,510
+eight tiles اللي هي البلاطة الأولى، الثانية أو الـ
+
+74
+00:05:21,510 --> 00:05:25,910
+tile الثالثة، الرابعة، الخامسة، السادسة، السابعة،
+
+75
+00:05:25,910 --> 00:05:30,090
+الثامنة، كل هما دول possible كل هدول إمكانيات
+
+76
+00:05:30,090 --> 00:05:34,930
+ممكنة ممكنة ممكنة للحركة، كويس، فإذا كل واحدة
+
+77
+00:05:34,930 --> 00:05:40,650
+منهم المفروض نحسب لها الـ H طيب الـ H عبارة عن...
+
+78
+00:05:40,650 --> 00:05:44,850
+عفوًا الـ F، الـ F عبارة عن H زائد G، نمسك واحدة
+
+79
+00:05:44,850 --> 00:05:49,970
+واحدة الـ H اتفقنا أن هي بين إيش؟ الـ tile اللي هي
+
+80
+00:05:49,970 --> 00:05:56,120
+الـ successor والـ goal، نمسك هذه مثلًا واحد أو the
+
+81
+00:05:56,120 --> 00:05:59,920
+first tile the first tile قديش بعيدة عن الـ goal
+
+82
+00:05:59,920 --> 00:06:03,160
+طبعًا إحنا قلنا heuristic بمعنى أن أنا مش هأخذ
+
+83
+00:06:03,160 --> 00:06:08,040
+بالي أن في wall في النص أو في جدار في النص مش
+
+84
+00:06:08,040 --> 00:06:11,500
+هناخد بالنا لأن هذا نفس الكلام برضه إحنا طبقنا في
+
+85
+00:06:11,500 --> 00:06:14,740
+الـ roadmap بين المدن بدون ما آخذ في بالي أن والله
+
+86
+00:06:14,740 --> 00:06:20,540
+ممكن يكون في بحيرة في جبل في عوائق معينة بينهم لكن
+
+87
+00:06:20,540 --> 00:06:25,920
+رسمنا خط مستقيم خالص طيب إحنا ممكن أقول واحد اتنين
+
+88
+00:06:25,920 --> 00:06:32,300
+تلاتة أربعة خمسة ستة فإذا أصبحت بالنسبة لي في عندي
+
+89
+00:06:32,300 --> 00:06:38,200
+ست خطوات as a heuristic data أو heuristic distance
+
+90
+00:06:38,200 --> 00:06:45,340
+بين الـ tile one to goal للـ goal كويس مبدئيًا
+
+91
+00:06:45,340 --> 00:06:51,340
+بنكون قدرنا فعليًا نحسب الـ H الـ G واضح جدًا أنه هقول
+
+92
+00:06:52,120 --> 00:06:59,880
+الـ Start للـ Tile 1 برضه قديش هتكلف هذه المسافة واللي
+
+93
+00:06:59,880 --> 00:07:03,180
+اللي واضح أن هي ماشية بشكل قطري المسافة اللي هنا
+
+94
+00:07:03,180 --> 00:07:09,040
+اللي ماشية بشكل قطري طيب... الآن فهمنا الآلية قديش
+
+95
+00:07:09,040 --> 00:07:12,560
+بدي أقيم كل حركة من الحركات هذه عشان نبدأ نقيمهم
+
+96
+00:07:12,560 --> 00:07:18,280
+بدي أمسك البلاطة هنا مثلًا هذه حركتها الأفقية أو
+
+97
+00:07:18,280 --> 00:07:23,760
+الراسية سواء بتكلم vertical أو horizontal قديش
+
+98
+00:07:23,760 --> 00:07:27,700
+بتكلفني هقول أن هتكلفني نقلة واحدة واحد وهنا
+
+99
+00:07:27,700 --> 00:07:34,980
+هتكلفني نقلة واحدة واحد لكن قطري قديش هتكلف المفروض
+
+100
+00:07:34,980 --> 00:07:38,200
+أن مش هتكلف واحد هتكلف أكثر شوية من الواحد قديش
+
+101
+00:07:38,200 --> 00:07:45,250
+بالضبط هتشوف عشان أنتقل قطريًا من هنا، لا هنا، أنا
+
+102
+00:07:45,250 --> 00:07:50,550
+محتاج أعمل نقلة وكمان نقلة، فإذا واحد وواحد،
+
+103
+00:07:50,550 --> 00:07:56,490
+مبدئيًا قديش صار، وهذا طبعًا إيش؟ قائم، قائم
+
+104
+00:07:56,490 --> 00:08:01,230
+انتقلت من حركة vertical to horizontalشيء فـ
+
+105
+00:08:01,230 --> 00:08:05,230
+automatically هتصير وبتكلم عن هنا واحد زائد واحد
+
+106
+00:08:05,230 --> 00:08:08,350
+تحت الجذر بمعنى واحد تربيع زائد واحد تربيع تحت
+
+107
+00:08:08,350 --> 00:08:15,470
+الجذر فبتكلم عن تربيع أو اتنين جذر اتنين أو root
+
+108
+00:08:15,470 --> 00:08:20,750
+of two يعني تقريبًا واحد فاصلة أربعة واحد فاصلة
+
+109
+00:08:20,750 --> 00:08:26,310
+أربعة طيب عشان أحل بس جزئية الفواصل، بدي أفترض أن
+
+110
+00:08:26,310 --> 00:08:29,990
+هأضربهم كلهم في gene معين، بحيث إن الكون عشرات،
+
+111
+00:08:29,990 --> 00:08:35,450
+فهذه تصبح أربعة عشرة وخلاص، فهقول أن كل حركة هأضربها
+
+112
+00:08:35,450 --> 00:08:41,250
+في scale عشرة، فهتصبح هذه هي عشرة، وهذه هي عشرة،
+
+113
+00:08:41,250 --> 00:08:48,030
+أصبح automatic هنا جذر المئة، جذر 200 جذر 200 مئة
+
+114
+00:08:48,030 --> 00:08:52,710
+زائد 100 مئتين فـ 14 تقريبًا 14.1 فالفاصلة واحد ممكن
+
+115
+00:08:52,710 --> 00:08:59,130
+اختصارها فتصبح هنا 14 تمام فإذا أي حركة أفقية أو
+
+116
+00:08:59,130 --> 00:09:03,370
+راسية بدنا نفترض نتعامل معها أن heuristically أو
+
+117
+00:09:03,370 --> 00:09:09,010
+حتى الـ G تبعها هي عشرة لكن إذا كان ما نتكلم عن قطري
+
+118
+00:09:10,040 --> 00:09:12,880
+Diagonal بدها تمشي بشكل Diagonal؟ لأ بدنا نعطيها
+
+119
+00:09:12,880 --> 00:09:18,720
+14 بين كل بلاطة واللي جنبها أو كل tile والمجاورة
+
+120
+00:09:18,720 --> 00:09:23,940
+اللي لها تمام مبدئيًا حددنا قيمة العمل مبدئيًا
+
+121
+00:09:23,940 --> 00:09:27,680
+حددنا قيمة العمل فإذا بنيجي نمسك الـ start وهنقول
+
+122
+00:09:27,680 --> 00:09:33,280
+هنا هنرّتبها بشكل أن
+
+123
+00:09:34,120 --> 00:09:37,820
+كل بلاطة هنحط لها أو كل tile فوق هنحط لها رقم هو
+
+124
+00:09:37,820 --> 00:09:43,460
+المجموع وتحت هنحط لها رقم هو الـ G اللي من start
+
+125
+00:09:43,460 --> 00:09:49,000
+للبلاطة هذه وهنحط لها هنا H اللي هي heuristically
+
+126
+00:09:49,000 --> 00:09:53,520
+من الـ tile للـ goal... للـ goal تمام، ونبدأ نمسك
+
+127
+00:09:53,520 --> 00:09:59,180
+فيهم الكلام هذا فمبدئيًا بقدر أقول أن هي قيم الـ G
+
+128
+00:10:00,970 --> 00:10:06,130
+قيم G وهات خلاص هيك حددناها إحنا خلينا نكتبها و
+
+129
+00:10:06,130 --> 00:10:08,770
+بعدين نشوف كيف بده يطلع معاها هتطلع مظبوطة مع
+
+130
+00:10:08,770 --> 00:10:14,810
+المجهز ولا لأ نمسكهم واحدة واحدة هنا هنا بدنا قيمة
+
+131
+00:10:14,810 --> 00:10:21,570
+الـ F خلينا نبدأ بـ G G هنا كده؟ 14 بالضبط فهنا 14
+
+132
+00:10:21,570 --> 00:10:29,560
+هنا 10 هنا طبعًا عشرة عشرة عشرة قطريًا أربعة عشرة
+
+133
+00:10:29,560 --> 00:10:36,360
+أربعة عشرة أربعة عشرة وfourteen تمام نمسك الـ H الـ H
+
+134
+00:10:36,360 --> 00:10:42,160
+طبعًا هنعدهم بالنسبة لمن للـ goal فنفترض هنا واحد
+
+135
+00:10:42,160 --> 00:10:47,900
+اتنين تلاتة أربعة خمسة صار عندك خمسين فإذا مجموع
+
+136
+00:10:47,900 --> 00:10:53,160
+ستين مجموع صار عندي ستين تمام اللي جنبها هنا واحد
+
+137
+00:10:53,160 --> 00:10:59,240
+اتنين تلاتة تلاتة معناته تلاتين مجموع أربعين هذا
+
+138
+00:10:59,240 --> 00:11:04,880
+طبعًا هو الـ F اللي بدنا نحكم من خلاله كويس هنا واحد
+
+139
+00:11:04,880 --> 00:11:11,960
+اتنين تلاتة أربعة خمسة ستة فعندي ستين أربعة وسبعين
+
+140
+00:11:11,960 --> 00:11:18,350
+فإذا seventy four لحظة هي الطريقة البسيطة طريقة
+
+141
+00:11:18,350 --> 00:11:20,550
+البسيطة ممكن واحد يقول لي لأ أنا بدي أعمله بطريقة
+
+142
+00:11:20,550 --> 00:11:23,950
+مختلفة شوية إيش بدك تعمل؟ يقول لي واحد اتنين تلاتة
+
+143
+00:11:23,950 --> 00:11:30,410
+أربعة خمسة فصارت كأنه خمسة وهنا واحد واحد وبدي
+
+144
+00:11:30,410 --> 00:11:35,050
+أحسب الـ water okay فإيش مشكلة صارت كده؟ خمسة وعشرين
+
+145
+00:11:35,050 --> 00:11:41,380
+زائد واحد ستة وعشرين فجذر twenty six ممكن
+
+146
+00:11:41,380 --> 00:11:46,740
+لكن ل... simplification للبساطة عشان نبسط الموضوع
+
+147
+00:11:46,740 --> 00:11:51,340
+لأ هنتعامل معاها ستة وخلاص هنتعامل معاها ستة فقط
+
+148
+00:11:51,340 --> 00:11:57,700
+للتبسيط لكن لما بدنا إياها more accurate ممكن أشتغل
+
+149
+00:11:57,700 --> 00:12:04,340
+على الـ water على الـ triangle كويس نأخذ هذه واحد
+
+150
+00:12:04,340 --> 00:12:11,720
+اتنين تلاتة أربعة خمسة صار عندي ستين هنا واحد اتنين
+
+151
+00:12:11,720 --> 00:12:18,520
+تلاتة أربعة هي أربعين أربعة
+
+152
+00:12:18,520 --> 00:12:21,800
+وخمسين نفس الكلام واحد اتنين تلاتة أربعة برضه
+
+153
+00:12:21,800 --> 00:12:29,580
+أربعين وأربعة وخمسين واحد اتنين تلاتة أربعة خمسة
+
+154
+00:12:29,580 --> 00:12:34,520
+هنا واحد اتنين تلاتة أربعة خمسة ستة
+
+155
+00:12:39,780 --> 00:12:47,000
+الآن هدول كلهم successors successors for what for
+
+156
+00:12:47,000 --> 00:12:51,580
+start tile for start tile فإذا لو قلنا هنا للـ start
+
+157
+00:12:51,580 --> 00:13:00,340
+هيكون في عندي ابتداء من فوق اللي هي واحد اتنين أو
+
+158
+00:13:00,340 --> 00:13:07,120
+أكثر عددهم نفرض يكون ثمانية خمسة ستة سبعة ثمانية
+
+159
+00:13:09,380 --> 00:13:14,500
+واحد اتنين تلاتة أربعة خمسة ستة سبعة ثمانية
+
+160
+00:13:14,500 --> 00:13:21,960
+والتكلفتهم كانت التالي أربعة وسبعين اتنين وستين تلاتة
+
+161
+00:13:21,960 --> 00:13:32,340
+وأربعة وخمسين وستين وأربعين وأربعين وأربعة وسبعين وستين
+
+162
+00:13:32,340 --> 00:13:37,480
+وأربعة وخمسين أخيرًا فإلآن أصبحت كأنها tree as a
+
+163
+00:13:37,480 --> 00:13:43,630
+tree as a tree بتشوف the minimum cost بتتحرك معها to
+
+164
+00:13:43,630 --> 00:13:46,570
+move with the minimum cost فإذا واضح الـ minimum
+
+165
+00:13:46,570 --> 00:13:54,970
+cost هنا 40 صحيح فإذا مبدئيًا الصح أني أتحرك بهذا
+
+166
+00:13:54,970 --> 00:13:55,550
+الاتجاه
+
+167
+00:14:00,900 --> 00:14:04,600
+الصح أننا نتحرك في هذا الاتجاه فبروح لمين؟ للـ 40
+
+168
+00:14:04,600 --> 00:14:09,720
+and الـ 40 فإذا هي مبدئيًا أول حركة تحركناها الآن
+
+169
+00:14:09,720 --> 00:14:17,320
+the next step أن أصبحت هذه هي بالنسبة لنا الـ
+
+170
+00:14:17,320 --> 00:14:20,380
+parent اللي بدنا نجيب الـ successors تبعها بدنا
+
+171
+00:14:20,380 --> 00:14:23,520
+نتح
+
+223
+00:18:56,470 --> 00:19:00,150
+خمسة هتكون هنا عندي خمسين، وهنا عندي ستين، هنا واحد
+
+224
+00:19:00,150 --> 00:19:05,220
+اتنين تلاتة أربعة خمسة هيكون عندي خمسين، ففي هذه
+
+225
+00:19:05,220 --> 00:19:09,160
+الحالة مظبوط، هيك إيه؟ واحد اتنين تلاتة أربعة خمسة
+
+226
+00:19:09,160 --> 00:19:13,400
+مظبوط، وهنا واحد اتنين تلاتة أربعة خمسة، مظبوط تمام
+
+227
+00:19:13,400 --> 00:19:17,240
+فصار عندي هنا في هذه الحالة، إما الستين هنا أو
+
+228
+00:19:17,240 --> 00:19:21,000
+الستين هنا أو الأربعة وسبعين، فطبعًا هذه هتكون
+
+229
+00:19:21,000 --> 00:19:24,920
+مرفوضة تمامًا، هتكون بشكل كامل مرفوض، صار في عندي مجال
+
+230
+00:19:24,920 --> 00:19:29,820
+إما الـ C أو الـ B، طبعًا لو مشينا مع الـ C، هنجد أنه
+
+231
+00:19:29,820 --> 00:19:35,820
+بعد مستوى معين، هضطر أرجع تاني، ليش أرجع تاني؟ أرجع
+
+232
+00:19:35,820 --> 00:19:40,500
+تاني بكل بساطة، لأن أنا لازم أكون مخزن جميع الـ
+
+233
+00:19:40,500 --> 00:19:44,080
+leaves اللي موجودة عندي كقيم، فجميع الـ leaves اللي
+
+234
+00:19:44,080 --> 00:19:49,160
+موجودة عندي، رغم أن أنا حطيت هنا القيم كـ total cost
+
+235
+00:19:49,160 --> 00:19:54,190
+لكل واحدة منهم هنا، لكن مش هنسى الـ total cost للي
+
+236
+00:19:54,190 --> 00:19:57,450
+فوق كمان، بمجرد ما آجي أن الـ cost أقل للي فوق لأ
+
+237
+00:19:57,450 --> 00:20:00,670
+أنا هسيب هنا، وهنتقل للي فوق، وهذا بالظبط اللي
+
+238
+00:20:00,670 --> 00:20:04,430
+عملنا لما اتحركنا مع الـ A star في الـ roadmap
+
+239
+00:20:04,430 --> 00:20:08,820
+المحاضرة السابقة، عملناها بهذا الشكل، فوجدنا أنه لأ
+
+240
+00:20:08,820 --> 00:20:12,520
+إذا الـ total total cost في الـ level اللي جابله أقل
+
+241
+00:20:12,520 --> 00:20:16,660
+كنا نضطر نروح نرجع للأقل دائمًا، فمعنى ذلك أنه مش
+
+242
+00:20:16,660 --> 00:20:20,120
+معنى أن أنا روحت لـ depth أعلى، أنه خلاص أنا نسيت
+
+243
+00:20:20,120 --> 00:20:23,240
+السابق، لأ ما نساش السابق، ما نساش السابق، فكله بيضل
+
+244
+00:20:23,240 --> 00:20:27,880
+محفوظ، وهذا يمكن أحد إشكاليات الـ time complexity أو
+
+245
+00:20:27,880 --> 00:20:30,360
+الـ space، عفوًا، الـ space complexity، فالـ space
+
+246
+00:20:30,360 --> 00:20:32,980
+complexity دي، الـ time إحنا ما عرفناش نحللها، إشي الـ
+
+247
+00:20:32,980 --> 00:20:36,360
+time دالة علاقة بالـ algorithm نفسه، لكن الـ space
+
+248
+00:20:36,360 --> 00:20:40,740
+complexity دالة واسعة هنا، لأن أنا هفضل مخزن جميع
+
+249
+00:20:40,740 --> 00:20:43,620
+القيم السابقة، لابد من تخزين جميع القيم السابقة
+
+250
+00:20:43,620 --> 00:20:47,560
+إذا بدنا نحصل على الـ performance الأفضل، إحنا قلنا
+
+251
+00:20:47,560 --> 00:20:49,940
+compromise، أنا في عندي cost وفي عندي
+
+252
+00:20:49,940 --> 00:20:53,240
+performance، وكل الـ parameters في حياتنا إما
+
+253
+00:20:53,240 --> 00:20:56,040
+بُصنّفها هنا أو هنا، يا ما بتعملها maximize أو
+
+254
+00:20:56,040 --> 00:20:58,820
+بتعملها minimize، كل حياتنا هيك، compromise بين
+
+255
+00:20:58,820 --> 00:21:02,320
+مجموعة أشياء ممكن أسميها cost، ومجموعة أشياء ممكن
+
+256
+00:21:02,320 --> 00:21:08,700
+أسميها performance. Okay، فهذه فكرتها بكل بساطة، هنجد
+
+257
+00:21:08,700 --> 00:21:12,580
+أنه حتى لو اتحركنا في هذا الاتجاه، هنضطر لاحقًا أن
+
+258
+00:21:12,580 --> 00:21:15,100
+نقول أنه والله معناته أنا ممكن أتحرك هنا هنا هنا
+
+259
+00:21:15,100 --> 00:21:19,200
+هنا، فبدي أضطر أروح أعمل من هنا وأتحرك في هذه ..
+
+260
+00:21:19,200 --> 00:21:23,560
+هذا الاتجاه، فحق أجد أنه لأ، مضطر أطلع بهذا الشكل ..
+
+261
+00:21:23,560 --> 00:21:29,240
+بهذا الشكل هنا، طبعًا هضطر برضه أتحرك بهذا الشكل، ليش؟
+
+262
+00:21:29,240 --> 00:21:33,340
+لأن الـ wall هيحكمنا الآن من هنا برضه، مع مين بدي
+
+263
+00:21:33,340 --> 00:21:36,420
+أتحرك؟ عندي واحد اتنين، عندي تلاتة، لو افترض أن إحنا
+
+264
+00:21:36,420 --> 00:21:40,500
+فعلًا أصبحنا هنا، الـ successor الأنسب عندي واحد
+
+265
+00:21:40,500 --> 00:21:48,260
+اتنين تلاتة، نفترض أن، أو خلينا نسميهم x، y، و z، ناخد
+
+266
+00:21:48,260 --> 00:21:53,760
+أسماء مختلفة، نغير هنا، هنلاقي أن في عندي عشرة هنا
+
+267
+00:21:53,760 --> 00:21:57,720
+هنلاقي عندي عشرة، وهنا عندي أربعة عشر، هنا في عندي
+
+268
+00:21:57,720 --> 00:22:03,230
+أربعة عشر، صحيح أنه أربعة عشر، هنا في عندي واحد اتنين
+
+269
+00:22:03,230 --> 00:22:07,950
+في عندي عشرين، فهذه صار مجموع تلاتين لـ z، هنا عندي
+
+270
+00:22:07,950 --> 00:22:14,130
+مجموع أربعة وعشرين لـ x، ولـ y هيكون في عندي هنا
+
+271
+00:22:14,130 --> 00:22:19,670
+عشرة، فبرضه عندي أربعة وعشرين لـ y، صار عندي مجال هنا
+
+272
+00:22:19,670 --> 00:22:24,650
+أو هنا، بيمشي الحل، سواء انتحرك، انتقلنا هنا، وبعدين
+
+273
+00:22:24,650 --> 00:22:28,650
+هنتقل هيك، أو بتحرك هنا، وبعدين بنزل هيك، كلاهما
+
+274
+00:22:28,650 --> 00:22:31,930
+هيمشي، فإذا في مجال أتحرك بهذا الشكل، أو في مجال
+
+275
+00:22:31,930 --> 00:22:37,290
+أتحرك بهذا الشكل، تمام، فهذه هي حركة الـ robot هتكون
+
+276
+00:22:37,290 --> 00:22:42,770
+كحل أمثل أو كـ optimal path، الـ optimal path تبعنا
+
+277
+00:22:42,770 --> 00:22:48,590
+تمام، هي بشكل أساسي عملية الشرح كيف تمت، وكيف نمحي
+
+278
+00:22:48,590 --> 00:22:55,710
+الـ path اللي اشتغلناها، هي
+
+279
+00:22:55,710 --> 00:23:02,100
+بشكل أساسي زي ما شرحنا، الحالة بتاعتنا هي برضه القيم
+
+280
+00:23:02,100 --> 00:23:05,840
+المبدئية حوالين الـ start، عشان من خلالها أعرف أنه
+
+281
+00:23:05,840 --> 00:23:11,300
+أنا والله فعلًا في عندي الأربعين هي الأفضل، فمعنى ذلك
+
+282
+00:23:11,300 --> 00:23:15,180
+هروح للأربعين، أتحرك على الأربعين، طبعًا من الأربعين
+
+283
+00:23:15,180 --> 00:23:21,220
+الـ heuristic هنا مش هتتغير، هدى وهدى مش هيتغيروا كـ
+
+284
+00:23:21,220 --> 00:23:24,900
+heuristic data، لكن هتتغير معانا مين؟ هتتغير معانا
+
+285
+00:23:24,900 --> 00:23:30,140
+الـ G، الـ G هتتغير معانا، لإنه صرت بدل ما بحسب بالنسبة
+
+286
+00:23:30,140 --> 00:23:33,140
+للـ start، لأن أنا بحسب صرت بالنسبة للـ tile
+
+287
+00:23:33,140 --> 00:23:37,500
+الأولى، بعدها الـ tile الأولى اللي بعدها، تمام، okay
+
+288
+00:23:37,500 --> 00:23:42,040
+فهنا طبعًا نتحرك كخطوة أخرى، وهدا برضه شرحناهم، و
+
+289
+00:23:42,040 --> 00:23:46,280
+اتكلمنا عنهم، اللي هم الـ level التاني، كان في عندي
+
+290
+00:23:46,280 --> 00:23:51,860
+فعلًا أربعة وستين، خمسين، أربعة وستين تحت وخمسين
+
+291
+00:23:51,860 --> 00:23:57,450
+فصار في إمكان أتحرك مع اتنين أو أربعة، اتنين أو
+
+292
+00:23:57,450 --> 00:24:02,030
+أربعة، okay، and so on، طبعًا زي ما قلنا نقدر نتحرك
+
+293
+00:24:02,030 --> 00:24:05,830
+هنا، صار في عندي مجال لاتنين بالضبط زي ما شرحنا
+
+294
+00:24:05,830 --> 00:24:09,310
+تمامًا، وصار في عندي مجال، إما أجي هنا أو أتحرك هنا
+
+295
+00:24:09,310 --> 00:24:13,270
+كلاهما بيمشي الحال، لكن في الآخر هاجد إني هتحرك
+
+296
+00:24:13,270 --> 00:24:17,710
+بهذا الشكل، وبعدين هرجع تاني هيك، أو لأ أكمل مباشرة
+
+297
+00:24:17,710 --> 00:24:21,910
+هذا طبعًا بعد ما تكتمل الـ path كله، عشان نشوف مين
+
+298
+00:24:21,910 --> 00:24:29,190
+أفضل path ممكن، تمام، مثال آخر، كمثال آخر، هفترض أن فيه
+
+299
+00:24:29,190 --> 00:24:34,190
+عندي برضه مجموعة الـ nodes، وعندي الـ cost للانتقال
+
+300
+00:24:34,190 --> 00:24:39,330
+من node إلى node بهذا الشكل اللي إحنا شايفينه، من S
+
+301
+00:24:39,330 --> 00:24:49,250
+أو start إلى G أو goal، وبدنا ننتقل من إلى، okay، الـ S
+
+302
+00:24:49,250 --> 00:24:57,100
+دي هتنتقل بين A وB، ثم في عندي C، ثم G، هناك أعطاني
+
+303
+00:24:57,100 --> 00:25:01,720
+جدول الـ heuristic data أو الـ state space graph
+
+304
+00:25:01,720 --> 00:25:06,920
+تمام، نبدأ نشتغل من خلالها، الواضح تمامًا أنه بدي
+
+305
+00:25:06,920 --> 00:25:10,960
+أبدأ من start S
+
+306
+00:25:10,960 --> 00:25:14,840
+عشان أنتقل، S، إيش الـ successors المناسبين أو
+
+307
+00:25:14,840 --> 00:25:21,680
+الممكنين لها؟ A وB، فممكن أروح لـ A، بقى، ونعملها
+
+308
+00:25:21,680 --> 00:25:22,800
+داخل دائرة أفضل
+
+309
+00:25:25,940 --> 00:25:35,120
+أو B، طيب، جدش فعليًا هتكلفني؟ حقيقي، جي، كجي، هتكلفني
+
+310
+00:25:35,120 --> 00:25:41,080
+فعليًا واحد، وهناك هتكلفني أربعة، طيب الـ A star
+
+311
+00:25:41,080 --> 00:25:44,780
+يعني بتتعاملش مع جي لحالها، بتتعامل مع H كمان، فإذا
+
+312
+00:25:44,780 --> 00:25:51,020
+بدي أروح للـ A، جدش الـ H تاعتها؟ ستة، فإذا الـ plus ستة
+
+313
+00:25:51,020 --> 00:25:58,370
+عشان يكون عندي total cost سبعة .. سبعة .. طيب الـ B
+
+314
+00:25:58,370 --> 00:26:06,070
+.. الـ B اتنين، فإذا الـ total خلاص، بتهيألي بينت من
+
+315
+00:26:06,070 --> 00:26:09,230
+الأفضل بين من كلاهما، لازم أروح لـ B، فإذا الـ
+
+316
+00:26:09,230 --> 00:26:14,850
+automatic بدي أتحرك تجاه B، تمام، من B بدنا نعمل
+
+317
+00:26:14,850 --> 00:26:21,360
+الآن مجموعة الـ successors لـ B، هاي B مافيش إلا C، حسب
+
+318
+00:26:21,360 --> 00:26:24,540
+الـ directional graph تبعنا، هذا في directional
+
+319
+00:26:24,540 --> 00:26:31,600
+graph، فإذا مضطرين نروح لمين؟ للـ C، طيب C، انتقلنا من
+
+320
+00:26:31,600 --> 00:26:38,640
+B لـ C، قيمته 2، زائد الـ heuristic لـ C، 1، طبعًا ده ناخد
+
+321
+00:26:38,640 --> 00:26:44,980
+بالنا أنه الآن زائد 1، ناخد بالنا من شغلة مهمة من
+
+322
+00:26:44,980 --> 00:26:51,500
+كتير مهمة، لازم نركز فيها، اتنين، هذه هي الانتقال من C
+
+323
+00:26:51,500 --> 00:27:00,040
+بين C وB، مش من الـ start، وإحنا قلنا G هي تساوي
+
+324
+00:27:00,040 --> 00:27:07,940
+from start to in أو الـ node اللي أنا موجود عندها
+
+325
+00:27:07,940 --> 00:27:12,460
+أنا موجود عند C، أنا فعليًا الآن حطيت اتنين، اتنين
+
+326
+00:27:12,460 --> 00:27:20,580
+فعليًا هي انتقال B لـ C، وليست start لـ C، فـ start لـ C
+
+327
+00:27:20,580 --> 00:27:26,720
+معناته بده أقول أربعة زائد اتنين، مش هيك؟ صار إيش
+
+328
+00:27:26,720 --> 00:27:33,540
+ستة، أصبح total ستة، ناخد بالنا من هذه النقطة، أنا
+
+329
+00:27:33,540 --> 00:27:38,320
+باخدش الرقم هذا وبسكت، لأ، من الـ start للـ C، through
+
+330
+00:27:38,320 --> 00:27:45,560
+B، فهتكون بهذا الشكل، أربعة زائد اتنين، أربعة زائد
+
+331
+00:27:45,560 --> 00:27:50,460
+اتنين، فصارت ستة، صار عندي هنا مجموع سبعة، وهنا سبعة
+
+332
+00:27:50,460 --> 00:27:56,040
+لنا الحرية، يا نكمل هنا، يا ننتقل هنا، ونعمل
+
+333
+00:27:56,040 --> 00:28:01,220
+successors للـ A زي ما بدنا، ممكن نشتغل هيك أو نشتغل
+
+334
+00:28:01,220 --> 00:28:07,120
+هيك، خليني نكمل هنا مع الـ C، الـ successor اللي ممكن
+
+335
+00:28:07,120 --> 00:28:15,360
+أقوله هي الـ G بس، فهي الـ goal، خلاص، انتقلنا لـ G، جدش
+
+336
+00:28:15,360 --> 00:28:24,920
+عندي فعليًا الـ G تلاتة، زائد اتنين، زائد أربعة، اللي
+
+337
+00:28:24,920 --> 00:28:34,400
+هو جدش؟ تسعة، تسعة، أكيد، طبعًا الـ H إيش؟ صفر، أنا وصلت
+
+338
+00:28:35,390 --> 00:28:40,110
+أنا فعلًا وصلت، أنا هنا، خلصنا، فهنا صارت إيش؟ تسعة
+
+339
+00:28:40,110 --> 00:28:47,250
+فهذه الـ cost للانتقال عبر الـ path S B C G، كلفني
+
+340
+00:28:47,250 --> 00:28:51,690
+تسعة، طيب هنا بيقول لي لأ، أنا عندي لسه سبعة
+
+341
+00:28:52,570 --> 00:28:55,510
+فللأمانة، جديرة بالمحاولة أن نروح نعمل branching
+
+342
+00:28:55,510 --> 00:29:00,870
+هنا، بلكي إجا حل أفضل من التسعة، يعني لو إجاني هنا
+
+343
+00:29:00,870 --> 00:29:07,570
+ثمانية أو سبعة ونصف أو تسعة إلا 0.1، فهو أفضل، فهو
+
+344
+00:29:07,570 --> 00:29:11,650
+optimal صار عندي، كويس، عشان هيك هنضطر نرجع على مين؟
+
+345
+00:29:11,650 --> 00:29:17,050
+للـ A، ونكمل مع إيه؟ A، عشان أكمل معها عندي .. عندي
+
+346
+00:29:17,050 --> 00:29:25,510
+يا B يا C يا G مباشرة، بالضبط، يا إما G، G في خط
+
+347
+00:29:25,510 --> 00:29:31,870
+لـ G، فهي G، هي الـ C، وهي الـ B، نبدأهم واحدة واحدة،
+
+348
+00:29:31,870 --> 00:29:34,550
+للـ G، على اعتبار أنه أسهل، وهي بتوصل على طول للـ goal
+
+349
+00:29:34,550 --> 00:29:44,890
+مباشرة، 12، صار total 1 زائد 12، 13، زائد طبعًا صفر
+
+350
+00:29:44,890 --> 00:29:47,690
+اللي هي تاعت الـ heuristic، مدام أنا وصلت للـ goal،
+
+351
+00:29:47,690 --> 00:29:48,450
+فهنا صار 13
+
+352
+00:29:51,530 --> 00:29:56,190
+أكيد مرفوض، لأنه في حل أحسن منه، في أبو التسعة أحسن
+
+353
+00:29:56,190 --> 00:30:02,730
+منه، مبدأيًا هذا مش هخزنه، مكان الحل هذا، أنا في
+
+354
+00:30:02,730 --> 00:30:06,210
+النهاية، بتعامل مع الـ a star هي depth بالأساس، depth
+
+355
+00:30:06,210 --> 00:30:10,910
+search أو depth first search، فإذا هتظل الحل هو
+
+356
+00:30:10,910 --> 00:30:14,810
+للتسعة، في صالح التسعة، في صالح الـ path هذا، كويس، لكن
+
+357
+00:30:14,810 --> 00:30:20,750
+ما زلنا هنا، هدول إذا زادوا عن التسعة الـ cost
+
+358
+00:30:20,750 --> 00:30:24,850
+بتاعتهم، مافيش داعي أدور على الـ successors، لكن إذا
+
+359
+00:30:24,850 --> 00:30:29,990
+أقل من تسعة، يستحقوا أن نكمل معاهم، هاتوا نشوف جدش
+
+360
+00:30:29,990 --> 00:30:34,030
+ممكن يطلعوا أكتر من تسعة ويريحونا، نشوف، نبدأ مع
+
+361
+00:30:34,030 --> 00:30:39,250
+الـ B، الـ B صار عندي واحد، واحد هنا واتنين، ففي عندي
+
+362
+00:30:39,250 --> 00:30:42,170
+مجموع تلاتة، الـ B، جدش الـ heuristic بتاعتها؟ اتنين
+
+363
+00:30:45,630 --> 00:30:50,330
+الـ heuristic بتاعتها هناك أصبحت قيمتها اتنين، تمام
+
+364
+00:30:50,330 --> 00:30:55,250
+فإذا واحد زائد، مظبوط، تلاتة، والـ، الـ B حسب هناك اتنين
+
+365
+00:30:55,250 --> 00:31:00,250
+فصار هنا مجموع خمسة، مجموع
+
+366
+00:31:00,250 --> 00:31:04,430
+خمسة، تمام، أكيد خمسة، معناته بتقول لي أنا لأ، ممكن
+
+367
+00:31:04,430 --> 00:31:09,560
+أعطيك أفضل، ممكن أعطيك أفضل، طيب الـ C، الـ C 1 زائد
+
+368
+00:31:09,560 --> 00:31:17,860
+خمسة، ستة، زائد جدش الـ heuristic، الـ C 1، صار هنا عندي
+
+369
+00:31:17,860 --> 00:31:24,270
+سبعة، طرح لنا سبعة، okay، كلاهما لسه ممكن نتحرك فيهم
+
+370
+00:31:24,270 --> 00:31:28,050
+معناته، معنى ذلك أن كلاهما بقدر أتحرك فيه، C شوية
+
+371
+00:31:28,050 --> 00:31:32,950
+أقرب لـ G، فممكن نروح معاه، نروح معاه ونشوف شو بدي
+
+372
+00:31:32,950 --> 00:31:37,530
+يصير، معناه لأنه مباشرة، هدى هتروح لمين؟ للـ G، طيب
+
+373
+00:31:37,530 --> 00:31:48,010
+نمسك الـ path S A C G، S A C G، كدش الـ cost تبعته؟
+
+374
+00:31:48,010 --> 00:31:55,250
+واحد، ستة، تسعة، شك، صار عندي هنا أربعة وتسعة، صار عندي
+
+375
+00:31:55,250 --> 00:31:58,670
+مجموع تسعة، زائد طبعًا صفر، لأن الـ heuristic zero
+
+376
+00:31:58,670 --> 00:32:04,930
+فبرضه طلعتني تسعة، okay، هنا إلنّا خيار، إما نستبدل
+
+377
+00:32:04,930 --> 00:32:08,470
+هذا بهذا، أو نخليه زي ما هو، أما الأتنين alternative
+
+378
+00:32:08,470 --> 00:32:14,650
+solution بسميها، أو حل بديل، فهم كلاهما الآن لبعض، حل
+
+379
+00:32:14,650 --> 00:32:20,620
+بديل، لكن هذا الكلام إذا هنا، فشلنا هنا لسه إله كلام،
+
+380
+00:32:20,620 --> 00:32:24,660
+هنا مازال بيقول أنا موجود، ليش أنا موجود؟ لأنه
+
+381
+00:32:24,660 --> 00:32:28,980
+قيمته أقل من الـ solution، solution cost، تمام،
+
+382
+00:32:28,980 --> 00:32:32,900
+معناته بدنا نمسك B، هتنعمل branching لها، مالهاش
+
+445
+00:37:25,130 --> 00:37:28,930
+بدور على maximum ولا بدور على minimum ناخد في
+
+446
+00:37:28,930 --> 00:37:32,450
+بالنا أن أنتم زمان في الـ calculus كنتوا تحلوها
+
+447
+00:37:32,450 --> 00:37:36,270
+باستخدام الـ derivative مش هيك كنتوا تجيبوا first
+
+448
+00:37:36,270 --> 00:37:41,050
+derivative و equal to zero و تقولوا هذه optimal لأ
+
+449
+00:37:41,050 --> 00:37:44,230
+بنفعش نقول optimal هنا، بنسميها stationary point
+
+450
+00:37:44,230 --> 00:37:48,070
+stationary point، إيش يعني stationary point؟ بمعنى
+
+451
+00:37:48,070 --> 00:37:51,590
+أنه هي ممكن لها ثلاث احتمالات، مش احتمالين زي ما
+
+452
+00:37:51,590 --> 00:37:54,170
+كنا بدنا إياها للـ optimal، optimal احتمالين يا
+
+453
+00:37:54,170 --> 00:37:57,650
+maximum يا minimum، okay، بضغط إذا هي فعلاً optimal
+
+454
+00:37:57,650 --> 00:38:01,590
+بفهم أنه هي يا maximum يا minimum، فهي حل انتهى، لكن
+
+455
+00:38:01,590 --> 00:38:04,690
+لما بقول stationary point هي يا maximum يا minimum
+
+456
+00:38:04,690 --> 00:38:10,060
+يا inflection point، inflection point أو saddle
+
+457
+00:38:10,060 --> 00:38:14,000
+point، إذا كان بشتغل فيه 2D فأكثر، two dimension أو
+
+458
+00:38:14,000 --> 00:38:19,900
+أكثر، فبتصير مختلفة هنا، وهذه بتبطل optimal، ليش؟ لأن
+
+459
+00:38:19,900 --> 00:38:22,660
+هذه النقطة زي هذه، هي لا maximum ولا minimum، هذه
+
+460
+00:38:22,660 --> 00:38:25,360
+فعلياً لا هي maximum ولا هي minimum، وأن بشوفها
+
+461
+00:38:25,360 --> 00:38:29,180
+بشوفها في كثير functions، أهم الـ functions اللي
+
+462
+00:38:29,180 --> 00:38:33,100
+بتبين فيها هيك function أو هيك دالة أو هيك
+
+463
+00:38:33,100 --> 00:38:35,780
+behavior، حقيقة هي
+
+464
+00:38:41,610 --> 00:38:48,930
+x تكعيب، okay، اعملولها derivative، ثلاثة x تربيع
+
+465
+00:38:48,930 --> 00:38:52,690
+equal to zero، معناته عند الصفر، يعني مبدئياً المفروض
+
+466
+00:38:52,690 --> 00:38:56,950
+أنه في نقطة stationary، ما بقولش optimal عند الصفر هنا
+
+467
+00:38:56,950 --> 00:39:01,050
+هذه الحقيقة لا هي maximum ولا هي minimum، هي نقطة
+
+468
+00:39:01,050 --> 00:39:08,030
+انقلاب، لحظة ماشية هيك، فجأة جابت هيك، مش هو اللي
+
+469
+00:39:08,030 --> 00:39:11,590
+جابته، حقيقة لاحظوا الـ behavior، هذه، تطلعوا عليها، لو
+
+470
+00:39:11,590 --> 00:39:19,710
+أنا بدأت أكمل بنفس الـ behavior، هذه هي
+
+471
+00:39:19,710 --> 00:39:25,730
+خلصت، ما اشتغلتش في القوس هذا اللي اسمه concave، محدب
+
+472
+00:39:25,730 --> 00:39:32,430
+لأ، هي جابت من محدب لإيش؟ لـ behavior مقعر، اللي هو
+
+473
+00:39:32,430 --> 00:39:37,160
+convex، عشان هي اسمها نقطة انقلاب، نقطة انقلب الـ
+
+474
+00:39:37,160 --> 00:39:41,100
+behavior، تعرفها اختلفت من حالة لحالة، تماماً مختلفة
+
+475
+00:39:41,100 --> 00:39:44,380
+طيب، المسائل اللي زي هذه كيف بقدر أتعامل معاها؟
+
+476
+00:39:44,380 --> 00:39:48,820
+الحقيقة الطرق التقليدية البسيطة هذه زي الـ A star والـ
+
+477
+00:39:48,820 --> 00:39:53,100
+الـ grade والـ  هذة شوية هتلاقي صعوبة في التعامل
+
+478
+00:39:53,100 --> 00:39:56,120
+معها، فهنضطر نروح لحاجة اسمها local search
+
+479
+00:39:56,120 --> 00:40:00,220
+algorithms، طيب local search algorithms، معناه ذلك
+
+480
+00:40:00,220 --> 00:40:04,390
+أن أنا بدور على local، الـ Local هتنقلنا لمفهوم..
+
+481
+00:40:04,390 --> 00:40:06,890
+قبل ما نبدأ نتكلم فيه بقى، بنحاول نرجع لكم
+
+482
+00:40:06,890 --> 00:40:09,810
+معلوماتكم بتاعة الـ calculus، Local معناته أنه في
+
+483
+00:40:09,810 --> 00:40:13,230
+حاجة مضادة لها.. إيش اللي خلانا نقول Local؟ يعني
+
+484
+00:40:13,230 --> 00:40:17,910
+أنه في معناته حاجة ثانية اسمها Global.. Global
+
+485
+00:40:17,910 --> 00:40:21,470
+فإذا في عندي.. مدام أنا وصلت لمرحلة أنه بدور على
+
+486
+00:40:21,470 --> 00:40:23,630
+maximum أو minimum، يعني أنا بدور على stationary
+
+487
+00:40:23,630 --> 00:40:26,370
+point، أنا بدور على الـ optimal point، خلصنا النقطة
+
+488
+00:40:26,370 --> 00:40:30,330
+هذه.. optimal point، معنى ذلك أنه ممكن يكون عندي
+
+489
+00:40:30,330 --> 00:40:35,390
+أكثر من optimal point، okay، هنا في النهاية function
+
+490
+00:40:35,390 --> 00:40:39,870
+behavior ومعادلة و بتتحرك، هاي معادلة، لحظوا هاي
+
+491
+00:40:39,870 --> 00:40:46,010
+معادلة، طب هاي عندي optimal، هاي كمان optimal، هاي
+
+492
+00:40:46,010 --> 00:40:48,030
+كمان optimal، هاي كمان optimal، هاي كمان optimal، هاي
+
+493
+00:40:48,030 --> 00:40:53,110
+كمان optimal صغيرة، هقول لأ، ما هو أنا بتعامل مع الـ
+
+494
+00:40:53,110 --> 00:40:55,350
+maximum بقى، okay، حتى الـ maximum هاي وعندي واحدة
+
+495
+00:40:55,350 --> 00:41:01,470
+اثنتين، ثلاث، هدول in general بنسميهم local، فكل
+
+496
+00:41:01,470 --> 00:41:07,770
+local بيشمل معه الـ global، أما كل global لأ، بمعنى
+
+497
+00:41:07,770 --> 00:41:11,470
+أن كل global هو local بالأساس، أما مش كل local
+
+498
+00:41:11,470 --> 00:41:16,090
+global، إيش يعني global؟ يعني أفضل واحدة، يعني أنا
+
+499
+00:41:16,090 --> 00:41:21,290
+بجيب كل الـ local minima أو local maxima وبناخد
+
+500
+00:41:21,290 --> 00:41:26,120
+the best one، فبتصير هي الـ global، هي عندي واحدة،
+
+501
+00:41:26,120 --> 00:41:29,300
+اثنتين، ثلاث، مين الأفضل؟ أنا بدور عليه، مش على
+
+502
+00:41:29,300 --> 00:41:33,000
+maximum، معناته مين الأعلى؟ معناته هذه صارت global
+
+503
+00:41:33,000 --> 00:41:37,580
+الـ global، automatically بقدر أسميها local برضه، لكن
+
+504
+00:41:37,580 --> 00:41:41,280
+هذه local، ما بقدرش أسميها global، ونفس الكلام لمين؟
+
+505
+00:41:41,280 --> 00:41:47,560
+للمinimum، للمinimum، كل global هي local، العكس
+
+506
+00:41:47,560 --> 00:41:53,280
+غير صحيح، تمام، معنى ذلك إن كلمة local أشمل
+
+507
+00:41:57,380 --> 00:42:03,660
+لأن local تحتمل أنها تكون حل local أو حل global،
+
+508
+00:42:03,660 --> 00:42:07,460
+مش هيك؟ خلاص لما بقول local، ليش؟ لأنه قلنا كل
+
+509
+00:42:07,460 --> 00:42:12,600
+global هو local، والعكس غير صحيح، لما أقول local،
+
+510
+00:42:12,600 --> 00:42:16,430
+ما بقدرش أقول عنها global، معنى ذلك إيش الكلمة المشتركة
+
+511
+00:42:16,430 --> 00:42:19,590
+اللي بقدر أقولها وأنا مرتاح؟ local، لأن كلهم ينطبق
+
+512
+00:42:19,590 --> 00:42:22,130
+عليهم كلمة local، ومش كلهم ينطبق عليهم كلمة global
+
+513
+00:42:22,130 --> 00:42:25,590
+كمان، فعشان هيك بنسميها.. هنبدأ نتكلم عن local
+
+514
+00:42:25,590 --> 00:42:29,070
+search algorithm and optimization problems، هذه
+
+515
+00:42:29,070 --> 00:42:33,030
+هنأخذ فيها أربع طرق أو أربع strategies، هيك نتكلم
+
+516
+00:42:33,030 --> 00:42:37,560
+عنها، الأخيرة هن.. نرجع لها شوية، لأنه هيك هيك احنا
+
+517
+00:42:37,560 --> 00:42:41,260
+هنشرحها في chapter كامل لقدام، يعني شهر، شهر ونصف
+
+518
+00:42:41,260 --> 00:42:44,480
+لقدام إن شاء الله تعالى، هنكون وصلنا للـ genetic
+
+519
+00:42:44,480 --> 00:42:48,120
+algorithms هذه، وهنشرحها بالتفصيل الممل، okay
+
+520
+00:42:48,120 --> 00:42:52,060
+فالآن خلينا في الثلاث اللي قبلها، نبدأ بالـ hill
+
+521
+00:42:52,060 --> 00:42:59,380
+climbing search، ثم الـ simulated annealing search،
+
+522
+00:42:59,380 --> 00:43:04,400
+ثم هنتكلم عن الـ local beam search، نبدأ حاجة حاجة
+
+523
+00:43:06,030 --> 00:43:10,450
+بالأولى، إذا قدرنا نتحرك مع الأولى إن شاء الله، اللي
+
+524
+00:43:10,450 --> 00:43:13,290
+هي الـ hill climbing search، hill climbing search
+
+525
+00:43:13,290 --> 00:43:17,010
+اللي هو إيش؟ تسلق التلة أو تسلق الجبل، كويس، like
+
+526
+00:43:17,010 --> 00:43:21,010
+climbing Everest، كلنا عارفين Everest، زي واحد بتسلق
+
+527
+00:43:21,010 --> 00:43:28,490
+قمة Everest in thick fog with.. in.. in amnesia
+
+528
+00:43:30,140 --> 00:43:32,880
+amnesia، إيش يعني amnesia؟ معناته أنه ضباب، يعني
+
+529
+00:43:32,880 --> 00:43:35,200
+أنت مش شايف حواليك، يعني إحنا مش شايفين حوالينا..
+
+530
+00:43:35,200 --> 00:43:40,400
+اللي حوالينا، بنتحرك على عمياني يعني، فإذا أو
+
+531
+00:43:40,400 --> 00:43:45,360
+ما عنديش أي شيء إرشادي، ما عنديش heuristic، عمياني
+
+532
+00:43:45,360 --> 00:43:48,380
+يعني الواحد بيتحرك، طبعاً thick فوق بمعنى ضباب
+
+533
+00:43:48,380 --> 00:43:52,220
+كثيف، بالظبط، تخيل أن أنت بدك تطلع على تلة أو على
+
+534
+00:43:52,220 --> 00:43:56,990
+جبل والدنيا مش شايفة قدامك، إيش بنعمل؟ فالـ
+
+535
+00:43:56,990 --> 00:44:00,510
+algorithm اللي بدنا نتحدث عنه الآن هو اللي.. اللي
+
+536
+00:44:00,510 --> 00:44:04,270
+المفروض يحلل الجثة هذه، طيب، عشان أوضح لكم إيش بده
+
+537
+00:44:04,270 --> 00:44:07,490
+يشتغل، خلوني أفرض إن احنا هنا فعلاً موجودين على..
+
+538
+00:44:07,490 --> 00:44:10,610
+بدنا نطلع على تلة وأنا مش عارف أين أروح، إيش
+
+539
+00:44:10,610 --> 00:44:16,150
+بنسوي؟ واقف وببدأ أحسس حولي، صح؟ بنحسس برجلينا،
+
+540
+00:44:16,150 --> 00:44:21,790
+بحسس شوية يمين وشوية شمال، صح؟ بشوف مين.. وين
+
+541
+00:44:21,790 --> 00:44:27,790
+رجلي عليت وبمشي، نفس الكلام، صرت الآن في successor
+
+542
+00:44:27,790 --> 00:44:30,870
+الـ successor هذه صارت هي الآن الـ parent، عشان برضه
+
+543
+00:44:30,870 --> 00:44:35,550
+نفس العملية، ارجع عيدها ثاني، برجلي بحسس يمين، بعدين
+
+544
+00:44:35,550 --> 00:44:41,010
+بحسس شمال، قدام، ورا، بشوف مين الأعلى حسب الـ sense
+
+545
+00:44:41,010 --> 00:44:45,610
+تبع رجلي، مش شايف وبمشي معاه تماماً، هذا اللي هنعمله
+
+546
+00:44:45,610 --> 00:44:54,130
+exactly، الآن sense رجلي هو الـ function عندي
+
+547
+00:44:54,130 --> 00:44:59,300
+الـ function هذه، موضع رجلي هي الـ X تبعها،
+
+548
+00:44:59,300 --> 00:45:03,320
+الـ sense إن والله رجلي عليت ولا نزلت ولا إيش
+
+549
+00:45:03,320 --> 00:45:07,000
+بالظبط، هي الـ F of X ككل، الـ sense بس الـ
+
+550
+00:45:07,000 --> 00:45:12,740
+position X هي الموضع اللي أنا حطيته فيه رجلي، and X
+
+551
+00:45:12,740 --> 00:45:16,300
+معينة، وجدت إن رجلي حاسسها عالية، طب عند موضع ثاني
+
+552
+00:45:16,300 --> 00:45:20,320
+حسيتها لأ، نزلت، نزلت، وعشان نعمل كلام هذا، الرجل
+
+553
+00:45:20,320 --> 00:45:24,590
+الثاني بيبقى ثابتة، لأن هو هذا المقياس، أنا بطلع ولا
+
+554
+00:45:24,590 --> 00:45:28,550
+بنزل يعني؟ تمام؟ هذه ببساطة جداً، هنعملها، طب هاتوا
+
+555
+00:45:28,550 --> 00:45:33,290
+نمسك، لأن نرجع لهندسة engineering، كيف بدنا نعبر عن
+
+556
+00:45:33,290 --> 00:45:36,530
+هذا الكلام؟ okay، نمسكها، هنقول والله في عندي
+
+557
+00:45:36,530 --> 00:45:39,410
+function اسمها hill climbing، بعطيها الـ problem
+
+558
+00:45:39,410 --> 00:45:46,330
+أعطيهالـ problem، f of x problem، معناته بده أعطيها f
+
+559
+00:45:46,330 --> 00:45:52,040
+of x، وإلا كيف بدي اشتغل بدون f of x؟ تمام، return
+
+560
+00:45:52,040 --> 00:45:57,700
+إما أني برجع عادة بالـ state ذات local maximum، أنا
+
+561
+00:45:57,700 --> 00:46:01,020
+بتسلق، يعني أنا بدور على الـ maximum، بتسلق يعني بدور
+
+562
+00:46:01,020 --> 00:46:05,120
+على الـ maximum، تمام، الآن الـ current اللي أنا موجود
+
+563
+00:46:05,120 --> 00:46:08,640
+فيه، الـ current هو عبارة عن إيش؟ يعني إيش.. إيش
+
+564
+00:46:08,640 --> 00:46:10,640
+القيم اللي بدي أحطها في الـ current، في الـ position
+
+565
+00:46:10,640 --> 00:46:15,480
+اللي أنا موجود فيه، هي ببساطة initial state، initial
+
+566
+00:46:15,480 --> 00:46:18,100
+state، يا إما بيكون given عندي initial state، أبدأ
+
+567
+00:46:18,100 --> 00:46:21,760
+منها، أو أنا بحطها بشكل random، بشكل random، برمي
+
+568
+00:46:21,760 --> 00:46:25,680
+حالي في أي مكان وببدأ أتحرك، بعمل الـ strategy ده
+
+569
+00:46:25,680 --> 00:46:30,060
+ببعثه، بس مبدئياً الـ current هي النقطة اللي هي الـ
+
+570
+00:46:30,060 --> 00:46:33,460
+initial state بتاعتنا، ونبدأ الـ loop، إيش الـ loop؟
+
+571
+00:46:33,460 --> 00:46:37,300
+الـ loop، البحث اللي بنشتغل فيه، الـ loop بنعمل الـ
+
+572
+00:46:37,300 --> 00:46:40,360
+neighbor، الـ neighbor هم المجاور، المجاور هذا إيش
+
+573
+00:46:40,360 --> 00:46:43,280
+بده يكون؟ عشان أفرض أن أنا فعلاً اللي هو الـ
+
+574
+00:46:43,280 --> 00:46:46,500
+successor، يعني مين الـ successor اللي بدي أفرض أن
+
+575
+00:46:46,500 --> 00:46:51,900
+هو المجاور اللي هانتقل له، هو الـ highest valued
+
+576
+00:46:51,900 --> 00:46:58,920
+successor of current، فإذا أعلى قيمة لـ successor
+
+577
+00:46:58,920 --> 00:47:02,160
+بالنسبة لـ current اللي أنا فيه، أنا موجود هنا و
+
+578
+00:47:02,160 --> 00:47:07,200
+فحصت اللي حواليا، the highest one على طول هو
+
+579
+00:47:07,200 --> 00:47:11,960
+بالنسبة لي الـ neighbor، تمام، إذا الـ neighbor لحظة
+
+580
+00:47:11,960 --> 00:47:17,170
+إذا الـ neighbor هذا قيمته أقل من الـ current، أنا إيش
+
+581
+00:47:17,170 --> 00:47:19,670
+اللي فحصته؟ أنا ما قارنتهوش لسه بالـ current، أنا
+
+582
+00:47:19,670 --> 00:47:23,810
+بتكلم عن الـ successors، لاحظوا، أنا موجود، فحصت
+
+583
+00:47:23,810 --> 00:47:26,530
+اللي قدامي واللي ورايا واللي على يميني واللي
+
+584
+00:47:26,530 --> 00:47:29,290
+على شمالي، هدول successors، أربعة successors،
+
+585
+00:47:29,290 --> 00:47:31,530
+الأربعة الـ successors هدول، إيش عملت فيهم؟ the
+
+586
+00:47:31,530 --> 00:47:35,810
+highest one، قلت إنه هذا هو المجاور، اللي لسه أنا
+
+587
+00:47:35,810 --> 00:47:42,410
+مش هانتقل له، يمكن ما ننتقلوش، طيب هذا القيمة اللي هي الـ
+
+588
+00:47:42,410 --> 00:47:46,570
+neighbor value، إذا أقل أو تساوي الـ current، لأ، معناته
+
+589
+00:47:46,570 --> 00:47:48,910
+واضح أن أنا موجود على الـ peak، لأن كل اللي حوليا
+
+590
+00:47:48,910 --> 00:47:54,690
+أقل مني، أعلى واحد فيهم أقل من الـ current تبعي
+
+591
+00:47:54,690 --> 00:47:59,150
+إيش بسويه؟ بضل مكاني، فإذا then return بالـ current
+
+592
+00:47:59,150 --> 00:48:05,090
+وخلص، يعني الـ current هو الـ local، خلصنا، انتهى، طيب
+
+593
+00:48:05,090 --> 00:48:10,930
+otherwise، إيش الـ otherwise؟ إذا الـ if هذه true
+
+594
+00:48:10,930 --> 00:48:15,590
+بنعملها، إذا false، معناته هي أكبر منه، بس لأن هو أقل
+
+595
+00:48:15,590 --> 00:48:20,670
+منه أو يساوي، فالعكس تبعها أكبر منه، فإذا الـ
+
+596
+00:48:20,670 --> 00:48:24,630
+neighbor أكبر من الـ current، الـ neighbor هذه أكتر
+
+597
+00:48:24,630 --> 00:48:31,230
+معناته أفضل على طول، إيش بروح لها؟ بنتقل، فصارت الـ
+
+598
+00:48:31,230 --> 00:48:34,910
+neighbor هي الـ current، طيب، صارت current، إيش برجع؟
+
+599
+00:48:34,910 --> 00:48:38,670
+برجع من أول وجديد، بعمل neighbor كمان مرة، بس
+
+600
+00:48:38,670 --> 00:48:42,590
+لمين؟ للـ current الجديدة، أنا كنت هنا، انتقلت الآن
+
+601
+00:48:42,590 --> 00:48:46,070
+على current جديدة، نفس الكلام، هشوف الأربعة اللي
+
+602
+00:48:46,070 --> 00:48:51,030
+حواليها، أعلى واحدة فيهم، أقارنها معايا، وهي كده،
+
+603
+00:48:51,030 --> 00:48:55,890
+ونضلنا ماشيين، نضلنا ماشيين، هذه فيها يمكن هيكش، بس
+
+604
+00:48:55,890 --> 00:48:59,310
+إشكالية صغيرة، إشكاليتها الصغيرة الحقيقة طول ما
+
+605
+00:48:59,310 --> 00:49:03,290
+إحنا ماشيين هي في.. إيش بتدور لي؟ إيش بتجيب لي هذه
+
+606
+00:49:03,290 --> 00:49:07,030
+الطريقة هذه؟ طريقة الـ.. الـ.. الـ hill climbing
+
+607
+00:49:07,030 --> 00:49:13,790
+هذه أو التسلق.. تسلق التلة، هيجيب لي local،
+
+608
+00:49:13,790 --> 00:49:17,110
+هيجيب لي local، طب بينانو بس إيش هو الـ local؟ إيش
+
+609
+00:49:17,110 --> 00:49:20,070
+يعني ممكن يكون local؟ الـ local ممكن يكون كالتالي،
+
+610
+00:49:20,070 --> 00:49:25,910
+إما local maximum هو flat، زي فكرة أنه okay هو مش..
+
+611
+00:49:25,910 --> 00:49:30,190
+مش أكبر منه، ولكن هو يساوي، يساوي، في الحالة دي
+
+612
+00:49:30,190 --> 00:49:34,650
+كلها متساوية بالنسبة لي، كلهم قمة، كلهم يعتبروا
+
+613
+00:49:34,650 --> 00:49:40,230
+قمة، بس local، تمام، هذه نفس الكلام ممكن تكون هنا،
+
+614
+00:49:40,230 --> 00:49:44,230
+local maximum، local maximum اللي قبلها أقل منها وال
+
+667
+00:53:18,510 --> 00:53:23,470
+lowest one okay. تمام، فإيش the best؟ the best مش
+
+668
+00:53:23,470 --> 00:53:28,510
+معناه إنه دائمًا أعلى. أفضل كلمة: أفضل، غير أعلى. كويس.
+
+669
+00:53:28,510 --> 00:53:31,790
+maximum معناته هي الأعلى. minimum معناته هي الأقل.
+
+670
+00:53:31,790 --> 00:53:36,570
+the best one هي الأقل فيهم. Okay. فهذه ببساطة، إن شاء الله.
+
+671
+00:53:36,570 --> 00:53:39,890
+بنرجع، بنأكد على المعلومات هذه المرة الجاية بإذن الله.
+
+672
+00:53:39,890 --> 00:53:43,210
+تعالى، و بذلك ننتهي محاضرتنا لليوم، إن شاء الله.
+
+673
+00:53:43,210 --> 00:53:43,290
+الله
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/D40UOvpYckw_raw.json b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/D40UOvpYckw_raw.json
new file mode 100644
index 0000000000000000000000000000000000000000..a720e8cef29098db7fd403c6f634b50f6618e7bc
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/D40UOvpYckw_raw.json
@@ -0,0 +1 @@
+{"segments": [{"id": 1, "seek": 3386, "start": 4.88, "end": 33.86, "text": "بسم الله الرحمن الرحيم والصلاة والسلام علي أشرف الأنبياء ومسلمين سيدنا محمد ونستكمل ما كنا بدأناه في عملية ال search كأول محاضر من محاضرات الجزء مساق ال AI أو ال expert systems واللي كنا اتحدثنا فيها عن عملية ال search بشكل أساسي وجسمناها زي متذكرين جسمناها ل uninformed وinformed ال uninformed مايكونش عندى معلومة واضحة او heuristic سمناها heuristic data", "tokens": [3555, 38251, 21984, 34892, 5016, 27842, 34892, 5016, 32640, 16070, 9381, 15040, 3660, 16070, 3794, 37440, 25894, 5551, 8592, 28480, 16247, 1863, 21292, 16606, 4032, 2304, 3794, 19528, 9957, 8608, 25708, 8315, 3714, 35571, 3215, 4032, 1863, 14851, 24793, 1211, 19446, 9122, 8315, 47525, 10721, 8315, 3224, 8978, 6225, 42213, 10632, 2423, 3164, 9122, 10721, 12610, 3714, 5016, 46958, 2288, 9154, 3714, 5016, 46958, 2288, 9307, 25724, 11622, 38207, 47524, 995, 4587, 2423, 7318, 34051, 2423, 5844, 3652, 4032, 6027, 20292, 9122, 8315, 1975, 2655, 24401, 12984, 8315, 8978, 11296, 18871, 6225, 42213, 10632, 2423, 3164, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 4032, 7435, 38251, 8315, 11296, 30767, 1829, 44650, 8848, 37983, 9957, 10874, 38251, 8315, 11296, 5296, 43456, 22892, 4032, 259, 22892, 2423, 43456, 22892, 19446, 1829, 30544, 8592, 43242, 7578, 20449, 1211, 20498, 3660, 4032, 46958, 5016, 3660, 1975, 2407, 415, 374, 3142, 8608, 2304, 8315, 11296, 415, 374, 3142, 1412], "avg_logprob": -0.14052418643428433, "compression_ratio": 1.888157894736842, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 4.88, "end": 5.22, "word": "بسم", "probability": 0.886474609375}, {"start": 5.22, "end": 5.36, "word": " الله", "probability": 0.916015625}, {"start": 5.36, "end": 5.68, "word": " الرحمن", "probability": 0.9689127604166666}, {"start": 5.68, "end": 6.02, "word": " الرحيم", "probability": 0.9943033854166666}, {"start": 6.02, "end": 6.32, "word": " والصلاة", "probability": 0.81488037109375}, {"start": 6.32, "end": 6.64, "word": " والسلام", "probability": 0.8090006510416666}, {"start": 6.64, "end": 6.8, "word": " علي", "probability": 0.5263671875}, {"start": 6.8, "end": 7.04, "word": " أشرف", "probability": 0.9703776041666666}, {"start": 7.04, "end": 7.34, "word": " الأنبياء", "probability": 0.9921875}, {"start": 7.34, "end": 7.68, "word": " ومسلمين", "probability": 0.6225830078125}, {"start": 7.68, "end": 7.98, "word": " سيدنا", "probability": 0.9801432291666666}, {"start": 7.98, "end": 8.5, "word": " محمد", "probability": 0.98876953125}, {"start": 8.5, "end": 10.56, "word": " ونستكمل", "probability": 0.9423828125}, {"start": 10.56, "end": 10.76, "word": " ما", "probability": 0.97412109375}, {"start": 10.76, "end": 10.98, "word": " كنا", "probability": 0.973876953125}, {"start": 10.98, "end": 11.62, "word": " بدأناه", "probability": 0.94921875}, {"start": 11.62, "end": 11.7, "word": " في", "probability": 0.8505859375}, {"start": 11.7, "end": 12.02, "word": " عملية", "probability": 0.9752604166666666}, {"start": 12.02, "end": 12.2, "word": " ال", "probability": 0.90087890625}, {"start": 12.2, "end": 12.56, "word": " search", "probability": 0.92333984375}, {"start": 12.56, "end": 13.24, "word": " كأول", "probability": 0.9833984375}, {"start": 13.24, "end": 14.0, "word": " محاضر", "probability": 0.9410400390625}, {"start": 14.0, "end": 14.12, "word": " من", "probability": 0.986328125}, {"start": 14.12, "end": 14.84, "word": " محاضرات", "probability": 0.984765625}, {"start": 14.84, "end": 16.22, "word": " الجزء", "probability": 0.9202473958333334}, {"start": 16.22, "end": 16.98, "word": " مساق", "probability": 0.7360026041666666}, {"start": 16.98, "end": 17.36, "word": " ال", "probability": 0.9833984375}, {"start": 17.36, "end": 17.76, "word": " AI", "probability": 0.86669921875}, {"start": 17.76, "end": 18.26, "word": " أو", "probability": 0.705078125}, {"start": 18.26, "end": 18.36, "word": " ال", "probability": 0.92236328125}, {"start": 18.36, "end": 18.6, "word": " expert", "probability": 0.57666015625}, {"start": 18.6, "end": 19.2, "word": " systems", "probability": 0.86865234375}, {"start": 19.2, "end": 19.84, "word": " واللي", "probability": 0.74609375}, {"start": 19.84, "end": 20.04, "word": " كنا", "probability": 0.987060546875}, {"start": 20.04, "end": 20.48, "word": " اتحدثنا", "probability": 0.867333984375}, {"start": 20.48, "end": 20.76, "word": " فيها", "probability": 0.98974609375}, {"start": 20.76, "end": 20.98, "word": " عن", "probability": 0.98291015625}, {"start": 20.98, "end": 21.32, "word": " عملية", "probability": 0.9903971354166666}, {"start": 21.32, "end": 21.54, "word": " ال", "probability": 0.95556640625}, {"start": 21.54, "end": 21.88, "word": " search", "probability": 0.98779296875}, {"start": 21.88, "end": 22.56, "word": " بشكل", "probability": 0.9933268229166666}, {"start": 22.56, "end": 23.08, "word": " أساسي", "probability": 0.970458984375}, {"start": 23.08, "end": 23.94, "word": " وجسمناها", "probability": 0.81416015625}, {"start": 23.94, "end": 24.4, "word": " زي", "probability": 0.818115234375}, {"start": 24.4, "end": 25.0, "word": " متذكرين", "probability": 0.7591552734375}, {"start": 25.0, "end": 25.52, "word": " جسمناها", "probability": 0.9774169921875}, {"start": 25.52, "end": 25.6, "word": " ل", "probability": 0.481201171875}, {"start": 25.6, "end": 26.2, "word": " uninformed", "probability": 0.81787109375}, {"start": 26.2, "end": 27.18, "word": " وinformed", "probability": 0.8229166666666666}, {"start": 27.18, "end": 27.64, "word": " ال", "probability": 0.87353515625}, {"start": 27.64, "end": 28.1, "word": " uninformed", "probability": 0.957763671875}, {"start": 28.1, "end": 29.0, "word": " مايكونش", "probability": 0.838134765625}, {"start": 29.0, "end": 29.58, "word": " عندى", "probability": 0.727783203125}, {"start": 29.58, "end": 30.6, "word": " معلومة", "probability": 0.9923095703125}, {"start": 30.6, "end": 31.64, "word": " واضحة", "probability": 0.9539794921875}, {"start": 31.64, "end": 31.86, "word": " او", "probability": 0.75927734375}, {"start": 31.86, "end": 32.52, "word": " heuristic", "probability": 0.9166666666666666}, {"start": 32.52, "end": 33.08, "word": " سمناها", "probability": 0.818115234375}, {"start": 33.08, "end": 33.5, "word": " heuristic", "probability": 0.94580078125}, {"start": 33.5, "end": 33.86, "word": " data", "probability": 0.9716796875}], "temperature": 1.0}, {"id": 2, "seek": 6217, "start": 34.15, "end": 62.17, "text": "عن عملية ال search و ال search بكل بساطة احنا اتكلمنا ان انا بحطها بشكل ال tree و ببحث من خلالها على ال leaves الممكنة كل ال leaves اللي موجودة للي ال tree هي المفروض انه .. انه هذه نهايات و بنبحث فيها هل فيها حلول او لأ الحلول هذه طبيعي ما يهمنا فيها هو ال optimal solution او افضل الحلول معنا ذلك ان احنا بدنا نفرق بين انه في حل او هو حل optimal", "tokens": [3615, 1863, 6225, 42213, 10632, 2423, 3164, 4032, 2423, 3164, 4724, 28820, 4724, 3794, 41193, 3660, 1975, 5016, 8315, 1975, 2655, 4117, 19528, 8315, 16472, 1975, 8315, 4724, 5016, 9566, 11296, 4724, 8592, 28820, 2423, 4230, 4032, 4724, 49628, 12984, 9154, 16490, 1211, 6027, 11296, 15844, 2423, 5510, 9673, 43020, 3660, 28242, 2423, 5510, 13672, 1829, 3714, 29245, 23328, 3660, 5296, 20292, 2423, 4230, 39896, 9673, 5172, 32887, 11242, 16472, 3224, 4386, 16472, 3224, 29538, 8717, 11296, 1829, 9307, 4032, 44945, 49628, 12984, 8978, 11296, 8032, 1211, 8978, 11296, 11331, 1211, 12610, 1975, 2407, 5296, 10721, 21542, 1211, 12610, 29538, 23032, 21292, 3615, 1829, 19446, 7251, 16095, 8315, 8978, 11296, 31439, 2423, 16252, 3827, 1975, 2407, 1975, 5172, 11242, 1211, 21542, 1211, 12610, 20449, 8315, 29910, 23275, 16472, 1975, 5016, 8315, 47525, 8315, 8717, 5172, 2288, 4587, 49374, 16472, 3224, 8978, 11331, 1211, 1975, 2407, 31439, 11331, 1211, 16252], "avg_logprob": -0.1091666649778684, "compression_ratio": 2.021505376344086, "no_speech_prob": 4.291534423828125e-06, "words": [{"start": 34.15, "end": 34.81, "word": "عن", "probability": 0.980224609375}, {"start": 34.81, "end": 35.43, "word": " عملية", "probability": 0.98876953125}, {"start": 35.43, "end": 35.63, "word": " ال", "probability": 0.9375}, {"start": 35.63, "end": 35.95, "word": " search", "probability": 0.9453125}, {"start": 35.95, "end": 36.15, "word": " و", "probability": 0.3759765625}, {"start": 36.15, "end": 36.23, "word": " ال", "probability": 0.958984375}, {"start": 36.23, "end": 36.39, "word": " search", "probability": 0.99169921875}, {"start": 36.39, "end": 36.65, "word": " بكل", "probability": 0.984130859375}, {"start": 36.65, "end": 37.05, "word": " بساطة", "probability": 0.9737548828125}, {"start": 37.05, "end": 37.25, "word": " احنا", "probability": 0.9228515625}, {"start": 37.25, "end": 37.77, "word": " اتكلمنا", "probability": 0.95693359375}, {"start": 37.77, "end": 37.91, "word": " ان", "probability": 0.51806640625}, {"start": 37.91, "end": 38.11, "word": " انا", "probability": 0.676025390625}, {"start": 38.11, "end": 38.61, "word": " بحطها", "probability": 0.98193359375}, {"start": 38.61, "end": 39.03, "word": " بشكل", "probability": 0.9884440104166666}, {"start": 39.03, "end": 39.97, "word": " ال", "probability": 0.73291015625}, {"start": 39.97, "end": 40.23, "word": " tree", "probability": 0.85693359375}, {"start": 40.23, "end": 41.23, "word": " و", "probability": 0.73388671875}, {"start": 41.23, "end": 41.59, "word": " ببحث", "probability": 0.9816080729166666}, {"start": 41.59, "end": 41.73, "word": " من", "probability": 0.99560546875}, {"start": 41.73, "end": 42.35, "word": " خلالها", "probability": 0.9957275390625}, {"start": 42.35, "end": 42.91, "word": " على", "probability": 0.8125}, {"start": 42.91, "end": 43.47, "word": " ال", "probability": 0.98095703125}, {"start": 43.47, "end": 43.87, "word": " leaves", "probability": 0.9443359375}, {"start": 43.87, "end": 45.71, "word": " الممكنة", "probability": 0.9705403645833334}, {"start": 45.71, "end": 45.99, "word": " كل", "probability": 0.64306640625}, {"start": 45.99, "end": 46.13, "word": " ال", "probability": 0.990234375}, {"start": 46.13, "end": 46.35, "word": " leaves", "probability": 0.94189453125}, {"start": 46.35, "end": 46.51, "word": " اللي", "probability": 0.930908203125}, {"start": 46.51, "end": 47.11, "word": " موجودة", "probability": 0.9921875}, {"start": 47.11, "end": 47.51, "word": " للي", "probability": 0.5504150390625}, {"start": 47.51, "end": 47.55, "word": " ال", "probability": 0.90869140625}, {"start": 47.55, "end": 47.75, "word": " tree", "probability": 0.8447265625}, {"start": 47.75, "end": 48.01, "word": " هي", "probability": 0.8955078125}, {"start": 48.01, "end": 48.49, "word": " المفروض", "probability": 0.9964599609375}, {"start": 48.49, "end": 48.89, "word": " انه", "probability": 0.705078125}, {"start": 48.89, "end": 48.89, "word": " ..", "probability": 0.2098388671875}, {"start": 48.89, "end": 49.31, "word": " انه", "probability": 0.84228515625}, {"start": 49.31, "end": 49.45, "word": " هذه", "probability": 0.2783203125}, {"start": 49.45, "end": 50.07, "word": " نهايات", "probability": 0.964599609375}, {"start": 50.07, "end": 50.59, "word": " و", "probability": 0.85302734375}, {"start": 50.59, "end": 51.29, "word": " بنبحث", "probability": 0.958984375}, {"start": 51.29, "end": 51.55, "word": " فيها", "probability": 0.994873046875}, {"start": 51.55, "end": 51.87, "word": " هل", "probability": 0.9716796875}, {"start": 51.87, "end": 52.43, "word": " فيها", "probability": 0.958740234375}, {"start": 52.43, "end": 52.81, "word": " حلول", "probability": 0.9921875}, {"start": 52.81, "end": 53.03, "word": " او", "probability": 0.8828125}, {"start": 53.03, "end": 53.27, "word": " لأ", "probability": 0.929443359375}, {"start": 53.27, "end": 53.99, "word": " الحلول", "probability": 0.974609375}, {"start": 53.99, "end": 54.29, "word": " هذه", "probability": 0.86181640625}, {"start": 54.29, "end": 54.75, "word": " طبيعي", "probability": 0.891357421875}, {"start": 54.75, "end": 54.89, "word": " ما", "probability": 0.9814453125}, {"start": 54.89, "end": 55.31, "word": " يهمنا", "probability": 0.8946940104166666}, {"start": 55.31, "end": 55.57, "word": " فيها", "probability": 0.992431640625}, {"start": 55.57, "end": 55.75, "word": " هو", "probability": 0.9853515625}, {"start": 55.75, "end": 55.87, "word": " ال", "probability": 0.9384765625}, {"start": 55.87, "end": 56.19, "word": " optimal", "probability": 0.94140625}, {"start": 56.19, "end": 56.73, "word": " solution", "probability": 0.9765625}, {"start": 56.73, "end": 57.23, "word": " او", "probability": 0.93212890625}, {"start": 57.23, "end": 57.65, "word": " افضل", "probability": 0.9415283203125}, {"start": 57.65, "end": 58.13, "word": " الحلول", "probability": 0.9951171875}, {"start": 58.13, "end": 58.59, "word": " معنا", "probability": 0.778076171875}, {"start": 58.59, "end": 58.83, "word": " ذلك", "probability": 0.981689453125}, {"start": 58.83, "end": 58.95, "word": " ان", "probability": 0.84228515625}, {"start": 58.95, "end": 59.11, "word": " احنا", "probability": 0.8932291666666666}, {"start": 59.11, "end": 59.31, "word": " بدنا", "probability": 0.943359375}, {"start": 59.31, "end": 59.69, "word": " نفرق", "probability": 0.90478515625}, {"start": 59.69, "end": 59.91, "word": " بين", "probability": 0.93212890625}, {"start": 59.91, "end": 60.19, "word": " انه", "probability": 0.8330078125}, {"start": 60.19, "end": 60.29, "word": " في", "probability": 0.8876953125}, {"start": 60.29, "end": 60.63, "word": " حل", "probability": 0.98046875}, {"start": 60.63, "end": 61.13, "word": " او", "probability": 0.88427734375}, {"start": 61.13, "end": 61.31, "word": " هو", "probability": 0.962890625}, {"start": 61.31, "end": 61.57, "word": " حل", "probability": 0.978515625}, {"start": 61.57, "end": 62.17, "word": " optimal", "probability": 0.94775390625}], "temperature": 1.0}, {"id": 3, "seek": 9160, "start": 62.96, "end": 91.6, "text": "فهذه اتحدثنا عنها وقلنا انه في ال uninformed الأمور بتكون شوية أصعب في ال informed لأ الأمور بتكون أفضل لإنه بتكون عنده heuristic data ال heuristic data أخدنا مثال إلها واضح في ال roadmap ال roadmap بكل بساطة ممكن أحط بين كل مدنتين خط مستقيم على الخريطة و أفترض إنه هذا heuristic data بعد ما أضربها في ال scale تبع الخريطة نفترض إنه هذه معلومة مبدئية ولكن هذه مش صحيحة مئة بالمئة هي إرشادية", "tokens": [5172, 3224, 24192, 1975, 2655, 24401, 12984, 8315, 18871, 11296, 4032, 4587, 1211, 8315, 16472, 3224, 8978, 2423, 43456, 22892, 16247, 2304, 13063, 39894, 30544, 13412, 2407, 10632, 5551, 9381, 3615, 3555, 8978, 2423, 11740, 5296, 10721, 16247, 2304, 13063, 39894, 30544, 5551, 5172, 11242, 1211, 5296, 28814, 1863, 3224, 39894, 30544, 43242, 3224, 415, 374, 3142, 1412, 2423, 415, 374, 3142, 1412, 5551, 9778, 3215, 8315, 50113, 6027, 11933, 1211, 11296, 4032, 46958, 5016, 8978, 2423, 35738, 2423, 35738, 4724, 28820, 4724, 3794, 41193, 3660, 3714, 43020, 5551, 5016, 9566, 49374, 28242, 3714, 3215, 29399, 9957, 16490, 9566, 3714, 14851, 4587, 32640, 15844, 33962, 16572, 9566, 3660, 4032, 5551, 5172, 2655, 43042, 36145, 3224, 23758, 415, 374, 3142, 1412, 39182, 19446, 5551, 11242, 25513, 11296, 8978, 2423, 4373, 6055, 3555, 3615, 33962, 16572, 9566, 3660, 8717, 5172, 2655, 43042, 36145, 3224, 29538, 20449, 1211, 20498, 3660, 3714, 44510, 19986, 10632, 35525, 19452, 29538, 37893, 20328, 5016, 1829, 5016, 3660, 3714, 19986, 3660, 20666, 2304, 19986, 3660, 39896, 11933, 2288, 8592, 18513, 10632], "avg_logprob": -0.1626257218163589, "compression_ratio": 2.035483870967742, "no_speech_prob": 1.7285346984863281e-06, "words": [{"start": 62.96, "end": 63.4, "word": "فهذه", "probability": 0.7991536458333334}, {"start": 63.4, "end": 64.14, "word": " اتحدثنا", "probability": 0.88056640625}, {"start": 64.14, "end": 64.36, "word": " عنها", "probability": 0.995361328125}, {"start": 64.36, "end": 64.74, "word": " وقلنا", "probability": 0.8370361328125}, {"start": 64.74, "end": 65.32, "word": " انه", "probability": 0.54833984375}, {"start": 65.32, "end": 65.42, "word": " في", "probability": 0.84326171875}, {"start": 65.42, "end": 65.54, "word": " ال", "probability": 0.9541015625}, {"start": 65.54, "end": 65.98, "word": " uninformed", "probability": 0.7154541015625}, {"start": 65.98, "end": 66.34, "word": " الأمور", "probability": 0.9249674479166666}, {"start": 66.34, "end": 66.62, "word": " بتكون", "probability": 0.9482421875}, {"start": 66.62, "end": 66.94, "word": " شوية", "probability": 0.7841796875}, {"start": 66.94, "end": 67.28, "word": " أصعب", "probability": 0.911376953125}, {"start": 67.28, "end": 67.64, "word": " في", "probability": 0.473876953125}, {"start": 67.64, "end": 67.74, "word": " ال", "probability": 0.96484375}, {"start": 67.74, "end": 68.12, "word": " informed", "probability": 0.2493896484375}, {"start": 68.12, "end": 68.4, "word": " لأ", "probability": 0.890380859375}, {"start": 68.4, "end": 68.72, "word": " الأمور", "probability": 0.9581705729166666}, {"start": 68.72, "end": 69.04, "word": " بتكون", "probability": 0.974853515625}, {"start": 69.04, "end": 69.44, "word": " أفضل", "probability": 0.954345703125}, {"start": 69.44, "end": 69.7, "word": " لإنه", "probability": 0.785400390625}, {"start": 69.7, "end": 69.9, "word": " بتكون", "probability": 0.88623046875}, {"start": 69.9, "end": 70.24, "word": " عنده", "probability": 0.74267578125}, {"start": 70.24, "end": 70.62, "word": " heuristic", "probability": 0.86376953125}, {"start": 70.62, "end": 71.02, "word": " data", "probability": 0.97119140625}, {"start": 71.02, "end": 71.38, "word": " ال", "probability": 0.642578125}, {"start": 71.38, "end": 71.7, "word": " heuristic", "probability": 0.8644205729166666}, {"start": 71.7, "end": 72.08, "word": " data", "probability": 0.9716796875}, {"start": 72.08, "end": 72.88, "word": " أخدنا", "probability": 0.9588623046875}, {"start": 72.88, "end": 73.22, "word": " مثال", "probability": 0.976318359375}, {"start": 73.22, "end": 73.44, "word": " إلها", "probability": 0.6314697265625}, {"start": 73.44, "end": 73.92, "word": " واضح", "probability": 0.9752604166666666}, {"start": 73.92, "end": 74.7, "word": " في", "probability": 0.95751953125}, {"start": 74.7, "end": 75.14, "word": " ال", "probability": 0.97314453125}, {"start": 75.14, "end": 75.66, "word": " roadmap", "probability": 0.6953125}, {"start": 75.66, "end": 76.26, "word": " ال", "probability": 0.85693359375}, {"start": 76.26, "end": 76.58, "word": " roadmap", "probability": 0.95947265625}, {"start": 76.58, "end": 77.14, "word": " بكل", "probability": 0.98046875}, {"start": 77.14, "end": 77.48, "word": " بساطة", "probability": 0.9912109375}, {"start": 77.48, "end": 77.8, "word": " ممكن", "probability": 0.98974609375}, {"start": 77.8, "end": 78.5, "word": " أحط", "probability": 0.9182942708333334}, {"start": 78.5, "end": 78.8, "word": " بين", "probability": 0.96142578125}, {"start": 78.8, "end": 79.02, "word": " كل", "probability": 0.9892578125}, {"start": 79.02, "end": 79.6, "word": " مدنتين", "probability": 0.8876953125}, {"start": 79.6, "end": 79.92, "word": " خط", "probability": 0.98828125}, {"start": 79.92, "end": 80.36, "word": " مستقيم", "probability": 0.9654541015625}, {"start": 80.36, "end": 80.52, "word": " على", "probability": 0.892578125}, {"start": 80.52, "end": 81.08, "word": " الخريطة", "probability": 0.990966796875}, {"start": 81.08, "end": 81.34, "word": " و", "probability": 0.7109375}, {"start": 81.34, "end": 81.66, "word": " أفترض", "probability": 0.84832763671875}, {"start": 81.66, "end": 81.86, "word": " إنه", "probability": 0.68408203125}, {"start": 81.86, "end": 81.98, "word": " هذا", "probability": 0.1695556640625}, {"start": 81.98, "end": 82.34, "word": " heuristic", "probability": 0.9143880208333334}, {"start": 82.34, "end": 82.7, "word": " data", "probability": 0.9755859375}, {"start": 82.7, "end": 83.16, "word": " بعد", "probability": 0.94287109375}, {"start": 83.16, "end": 83.26, "word": " ما", "probability": 0.91162109375}, {"start": 83.26, "end": 83.52, "word": " أضربها", "probability": 0.781005859375}, {"start": 83.52, "end": 83.6, "word": " في", "probability": 0.951171875}, {"start": 83.6, "end": 83.64, "word": " ال", "probability": 0.95654296875}, {"start": 83.64, "end": 83.96, "word": " scale", "probability": 0.83349609375}, {"start": 83.96, "end": 84.22, "word": " تبع", "probability": 0.9542643229166666}, {"start": 84.22, "end": 85.0, "word": " الخريطة", "probability": 0.994140625}, {"start": 85.0, "end": 85.5, "word": " نفترض", "probability": 0.853759765625}, {"start": 85.5, "end": 85.72, "word": " إنه", "probability": 0.7177734375}, {"start": 85.72, "end": 85.88, "word": " هذه", "probability": 0.8076171875}, {"start": 85.88, "end": 86.46, "word": " معلومة", "probability": 0.9906005859375}, {"start": 86.46, "end": 87.4, "word": " مبدئية", "probability": 0.964599609375}, {"start": 87.4, "end": 88.12, "word": " ولكن", "probability": 0.873046875}, {"start": 88.12, "end": 88.28, "word": " هذه", "probability": 0.6416015625}, {"start": 88.28, "end": 88.42, "word": " مش", "probability": 0.9072265625}, {"start": 88.42, "end": 88.82, "word": " صحيحة", "probability": 0.95712890625}, {"start": 88.82, "end": 88.98, "word": " مئة", "probability": 0.71728515625}, {"start": 88.98, "end": 90.02, "word": " بالمئة", "probability": 0.870849609375}, {"start": 90.02, "end": 90.3, "word": " هي", "probability": 0.8427734375}, {"start": 90.3, "end": 91.6, "word": " إرشادية", "probability": 0.88828125}], "temperature": 1.0}, {"id": 4, "seek": 10082, "start": 92.0, "end": 100.82, "text": "هي إرشادية بتقدر تعطيني indication وين ال successor الأمثل اللي أمشي أتحرك فيه", "tokens": [3224, 1829, 11933, 2288, 8592, 18513, 10632, 39894, 28543, 2288, 6055, 3615, 9566, 9957, 1829, 18877, 4032, 9957, 2423, 31864, 16247, 2304, 12984, 1211, 13672, 1829, 5551, 2304, 8592, 1829, 5551, 2655, 5016, 31747, 8978, 3224], "avg_logprob": -0.12616131112382217, "compression_ratio": 1.1261261261261262, "no_speech_prob": 0.0, "words": [{"start": 92.0, "end": 92.56, "word": "هي", "probability": 0.882568359375}, {"start": 92.56, "end": 93.08, "word": " إرشادية", "probability": 0.88212890625}, {"start": 93.08, "end": 94.0, "word": " بتقدر", "probability": 0.8557942708333334}, {"start": 94.0, "end": 95.22, "word": " تعطيني", "probability": 0.7978515625}, {"start": 95.22, "end": 95.9, "word": " indication", "probability": 0.970703125}, {"start": 95.9, "end": 96.88, "word": " وين", "probability": 0.931640625}, {"start": 96.88, "end": 97.32, "word": " ال", "probability": 0.98681640625}, {"start": 97.32, "end": 98.6, "word": " successor", "probability": 0.422607421875}, {"start": 98.6, "end": 99.52, "word": " الأمثل", "probability": 0.9803466796875}, {"start": 99.52, "end": 99.76, "word": " اللي", "probability": 0.92626953125}, {"start": 99.76, "end": 100.08, "word": " أمشي", "probability": 0.9344482421875}, {"start": 100.08, "end": 100.52, "word": " أتحرك", "probability": 0.9390869140625}, {"start": 100.52, "end": 100.82, "word": " فيه", "probability": 0.993896484375}], "temperature": 1.0}, {"id": 5, "seek": 13062, "start": 101.62, "end": 130.62, "text": "كويس و اتكلمنا يمكن عن شوية خصائص خاصة بال informed و ال informed طبعا احنا حكينا فيها نوعين اتكلمنا عن ال grade ثم اتكلمنا عن ال A star ال grade كانت بتعتمد بشكل أساسي completely على ال heuristic data فقط فقط ال heuristic data ال heuristic data بكل بساطة هي المسافة بين ال city او ال successors و ال goal او الحل", "tokens": [4117, 45865, 3794, 4032, 1975, 2655, 4117, 19528, 8315, 7251, 43020, 18871, 13412, 2407, 10632, 16490, 9381, 16373, 9381, 16490, 33546, 3660, 20666, 11740, 4032, 2423, 11740, 23032, 3555, 3615, 995, 1975, 5016, 8315, 11331, 4117, 1829, 8315, 8978, 11296, 8717, 45367, 9957, 1975, 2655, 4117, 19528, 8315, 18871, 2423, 7204, 38637, 2304, 1975, 2655, 4117, 19528, 8315, 18871, 2423, 316, 3543, 2423, 7204, 25961, 2655, 39894, 34268, 2304, 3215, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 2584, 15844, 2423, 415, 374, 3142, 1412, 6156, 47432, 6156, 47432, 2423, 415, 374, 3142, 1412, 2423, 415, 374, 3142, 1412, 4724, 28820, 4724, 3794, 41193, 3660, 39896, 9673, 3794, 31845, 3660, 49374, 2423, 2307, 1975, 2407, 2423, 2245, 830, 4032, 2423, 3387, 1975, 2407, 21542, 1211], "avg_logprob": -0.09343750143051148, "compression_ratio": 1.8605577689243027, "no_speech_prob": 2.5033950805664062e-06, "words": [{"start": 101.62, "end": 102.02, "word": "كويس", "probability": 0.8489583333333334}, {"start": 102.02, "end": 102.62, "word": " و", "probability": 0.6416015625}, {"start": 102.62, "end": 103.9, "word": " اتكلمنا", "probability": 0.856494140625}, {"start": 103.9, "end": 104.12, "word": " يمكن", "probability": 0.935791015625}, {"start": 104.12, "end": 104.3, "word": " عن", "probability": 0.984375}, {"start": 104.3, "end": 104.8, "word": " شوية", "probability": 0.8912760416666666}, {"start": 104.8, "end": 105.9, "word": " خصائص", "probability": 0.984375}, {"start": 105.9, "end": 106.8, "word": " خاصة", "probability": 0.986328125}, {"start": 106.8, "end": 107.5, "word": " بال", "probability": 0.919921875}, {"start": 107.5, "end": 108.1, "word": " informed", "probability": 0.4755859375}, {"start": 108.1, "end": 108.26, "word": " و", "probability": 0.52490234375}, {"start": 108.26, "end": 108.34, "word": " ال", "probability": 0.91552734375}, {"start": 108.34, "end": 108.6, "word": " informed", "probability": 0.80810546875}, {"start": 108.6, "end": 108.88, "word": " طبعا", "probability": 0.97900390625}, {"start": 108.88, "end": 109.14, "word": " احنا", "probability": 0.9519856770833334}, {"start": 109.14, "end": 109.84, "word": " حكينا", "probability": 0.9757080078125}, {"start": 109.84, "end": 110.06, "word": " فيها", "probability": 0.985595703125}, {"start": 110.06, "end": 110.5, "word": " نوعين", "probability": 0.994140625}, {"start": 110.5, "end": 111.64, "word": " اتكلمنا", "probability": 0.93994140625}, {"start": 111.64, "end": 111.8, "word": " عن", "probability": 0.98974609375}, {"start": 111.8, "end": 112.0, "word": " ال", "probability": 0.79931640625}, {"start": 112.0, "end": 112.28, "word": " grade", "probability": 0.5615234375}, {"start": 112.28, "end": 113.0, "word": " ثم", "probability": 0.976806640625}, {"start": 113.0, "end": 113.94, "word": " اتكلمنا", "probability": 0.99140625}, {"start": 113.94, "end": 114.18, "word": " عن", "probability": 0.9814453125}, {"start": 114.18, "end": 114.4, "word": " ال", "probability": 0.96337890625}, {"start": 114.4, "end": 114.58, "word": " A", "probability": 0.5576171875}, {"start": 114.58, "end": 114.96, "word": " star", "probability": 0.0791015625}, {"start": 114.96, "end": 115.46, "word": " ال", "probability": 0.80517578125}, {"start": 115.46, "end": 115.74, "word": " grade", "probability": 0.92919921875}, {"start": 115.74, "end": 116.14, "word": " كانت", "probability": 0.9755859375}, {"start": 116.14, "end": 116.58, "word": " بتعتمد", "probability": 0.9818115234375}, {"start": 116.58, "end": 117.08, "word": " بشكل", "probability": 0.98779296875}, {"start": 117.08, "end": 117.94, "word": " أساسي", "probability": 0.9368896484375}, {"start": 117.94, "end": 118.54, "word": " completely", "probability": 0.57470703125}, {"start": 118.54, "end": 119.16, "word": " على", "probability": 0.77978515625}, {"start": 119.16, "end": 119.42, "word": " ال", "probability": 0.9599609375}, {"start": 119.42, "end": 119.82, "word": " heuristic", "probability": 0.88623046875}, {"start": 119.82, "end": 120.18, "word": " data", "probability": 0.97216796875}, {"start": 120.18, "end": 120.8, "word": " فقط", "probability": 0.989990234375}, {"start": 120.8, "end": 121.64, "word": " فقط", "probability": 0.88525390625}, {"start": 121.64, "end": 121.76, "word": " ال", "probability": 0.91845703125}, {"start": 121.76, "end": 122.04, "word": " heuristic", "probability": 0.9767252604166666}, {"start": 122.04, "end": 122.36, "word": " data", "probability": 0.97265625}, {"start": 122.36, "end": 122.64, "word": " ال", "probability": 0.86181640625}, {"start": 122.64, "end": 122.92, "word": " heuristic", "probability": 0.97216796875}, {"start": 122.92, "end": 123.2, "word": " data", "probability": 0.96875}, {"start": 123.2, "end": 123.46, "word": " بكل", "probability": 0.98291015625}, {"start": 123.46, "end": 124.38, "word": " بساطة", "probability": 0.9915771484375}, {"start": 124.38, "end": 124.78, "word": " هي", "probability": 0.9130859375}, {"start": 124.78, "end": 125.26, "word": " المسافة", "probability": 0.9927978515625}, {"start": 125.26, "end": 125.48, "word": " بين", "probability": 0.9853515625}, {"start": 125.48, "end": 126.1, "word": " ال", "probability": 0.91064453125}, {"start": 126.1, "end": 126.4, "word": " city", "probability": 0.97265625}, {"start": 126.4, "end": 127.08, "word": " او", "probability": 0.864990234375}, {"start": 127.08, "end": 127.36, "word": " ال", "probability": 0.90966796875}, {"start": 127.36, "end": 128.2, "word": " successors", "probability": 0.95849609375}, {"start": 128.2, "end": 128.7, "word": " و", "probability": 0.91162109375}, {"start": 128.7, "end": 129.4, "word": " ال", "probability": 0.89892578125}, {"start": 129.4, "end": 129.72, "word": " goal", "probability": 0.994140625}, {"start": 129.72, "end": 130.28, "word": " او", "probability": 0.943115234375}, {"start": 130.28, "end": 130.62, "word": " الحل", "probability": 0.967529296875}], "temperature": 1.0}, {"id": 6, "seek": 16005, "start": 131.69, "end": 160.05, "text": "أما ال A star لأ هي أخدت بحسابها شغل كتير مهمة و فعلا واضح جدا ان هي مهمة اللي هي ال cost ما بين ال start حتى انا و انا وصلت بمعنى ان كل successor احنا بنجيسه من ال heuristic data هو جداش ضايله as a cost ل ال goal لكن في نفس الوقت هو جداش اتكلف عشان يجيني من ال start حتى وصل لهذه النقطة فهذه عامل مهم فكانت نجمع ال G", "tokens": [10721, 15042, 2423, 316, 3543, 5296, 10721, 39896, 5551, 9778, 3215, 2655, 4724, 5016, 3794, 16758, 11296, 13412, 17082, 1211, 9122, 2655, 13546, 3714, 16095, 3660, 4032, 6156, 3615, 15040, 4032, 46958, 5016, 10874, 28259, 16472, 39896, 3714, 16095, 3660, 13672, 1829, 39896, 2423, 2063, 19446, 49374, 2423, 722, 11331, 49975, 1975, 8315, 4032, 1975, 8315, 4032, 36520, 2655, 4724, 2304, 3615, 1863, 7578, 16472, 28242, 31864, 1975, 5016, 8315, 44945, 7435, 1829, 3794, 3224, 9154, 2423, 415, 374, 3142, 1412, 31439, 10874, 3215, 33599, 48812, 995, 26895, 3224, 382, 257, 2063, 5296, 2423, 3387, 44381, 8978, 8717, 36178, 2423, 30543, 2655, 31439, 10874, 3215, 33599, 1975, 2655, 28820, 5172, 6225, 8592, 7649, 7251, 7435, 9957, 1829, 9154, 2423, 722, 11331, 49975, 4032, 36520, 46740, 24192, 28239, 47432, 3660, 6156, 3224, 24192, 6225, 10943, 1211, 3714, 16095, 6156, 41361, 2655, 8717, 7435, 2304, 3615, 2423, 460], "avg_logprob": -0.14519557194644903, "compression_ratio": 1.7922535211267605, "no_speech_prob": 1.2516975402832031e-06, "words": [{"start": 131.69, "end": 132.11, "word": "أما", "probability": 0.9697265625}, {"start": 132.11, "end": 132.59, "word": " ال", "probability": 0.9306640625}, {"start": 132.59, "end": 132.71, "word": " A", "probability": 0.30615234375}, {"start": 132.71, "end": 133.03, "word": " star", "probability": 0.04779052734375}, {"start": 133.03, "end": 133.29, "word": " لأ", "probability": 0.904052734375}, {"start": 133.29, "end": 133.55, "word": " هي", "probability": 0.62841796875}, {"start": 133.55, "end": 133.89, "word": " أخدت", "probability": 0.9512939453125}, {"start": 133.89, "end": 134.49, "word": " بحسابها", "probability": 0.92783203125}, {"start": 134.49, "end": 135.01, "word": " شغل", "probability": 0.9075520833333334}, {"start": 135.01, "end": 135.29, "word": " كتير", "probability": 0.84423828125}, {"start": 135.29, "end": 135.87, "word": " مهمة", "probability": 0.9651692708333334}, {"start": 135.87, "end": 136.23, "word": " و", "probability": 0.923828125}, {"start": 136.23, "end": 136.57, "word": " فعلا", "probability": 0.7360026041666666}, {"start": 136.57, "end": 137.17, "word": " واضح", "probability": 0.9641927083333334}, {"start": 137.17, "end": 137.47, "word": " جدا", "probability": 0.86474609375}, {"start": 137.47, "end": 137.59, "word": " ان", "probability": 0.37841796875}, {"start": 137.59, "end": 137.71, "word": " هي", "probability": 0.75537109375}, {"start": 137.71, "end": 138.19, "word": " مهمة", "probability": 0.9853515625}, {"start": 138.19, "end": 138.61, "word": " اللي", "probability": 0.88818359375}, {"start": 138.61, "end": 138.85, "word": " هي", "probability": 0.91162109375}, {"start": 138.85, "end": 139.47, "word": " ال", "probability": 0.90234375}, {"start": 139.47, "end": 140.13, "word": " cost", "probability": 0.90576171875}, {"start": 140.13, "end": 140.91, "word": " ما", "probability": 0.7578125}, {"start": 140.91, "end": 141.35, "word": " بين", "probability": 0.98876953125}, {"start": 141.35, "end": 141.63, "word": " ال", "probability": 0.90234375}, {"start": 141.63, "end": 142.15, "word": " start", "probability": 0.98486328125}, {"start": 142.15, "end": 142.67, "word": " حتى", "probability": 0.924072265625}, {"start": 142.67, "end": 142.99, "word": " انا", "probability": 0.734619140625}, {"start": 142.99, "end": 143.51, "word": " و", "probability": 0.94384765625}, {"start": 143.51, "end": 143.59, "word": " انا", "probability": 0.6046142578125}, {"start": 143.59, "end": 144.07, "word": " وصلت", "probability": 0.912109375}, {"start": 144.07, "end": 144.77, "word": " بمعنى", "probability": 0.95400390625}, {"start": 144.77, "end": 144.93, "word": " ان", "probability": 0.8193359375}, {"start": 144.93, "end": 145.17, "word": " كل", "probability": 0.83984375}, {"start": 145.17, "end": 145.63, "word": " successor", "probability": 0.92333984375}, {"start": 145.63, "end": 146.29, "word": " احنا", "probability": 0.9503580729166666}, {"start": 146.29, "end": 146.83, "word": " بنجيسه", "probability": 0.88955078125}, {"start": 146.83, "end": 146.93, "word": " من", "probability": 0.98876953125}, {"start": 146.93, "end": 147.01, "word": " ال", "probability": 0.97314453125}, {"start": 147.01, "end": 147.37, "word": " heuristic", "probability": 0.8146158854166666}, {"start": 147.37, "end": 147.73, "word": " data", "probability": 0.9609375}, {"start": 147.73, "end": 148.11, "word": " هو", "probability": 0.90576171875}, {"start": 148.11, "end": 148.39, "word": " جداش", "probability": 0.65673828125}, {"start": 148.39, "end": 148.97, "word": " ضايله", "probability": 0.7506103515625}, {"start": 148.97, "end": 149.33, "word": " as", "probability": 0.931640625}, {"start": 149.33, "end": 149.45, "word": " a", "probability": 0.93701171875}, {"start": 149.45, "end": 149.91, "word": " cost", "probability": 0.93212890625}, {"start": 149.91, "end": 150.45, "word": " ل", "probability": 0.6201171875}, {"start": 150.45, "end": 150.93, "word": " ال", "probability": 0.63232421875}, {"start": 150.93, "end": 151.21, "word": " goal", "probability": 0.99462890625}, {"start": 151.21, "end": 151.61, "word": " لكن", "probability": 0.89208984375}, {"start": 151.61, "end": 151.77, "word": " في", "probability": 0.92041015625}, {"start": 151.77, "end": 151.93, "word": " نفس", "probability": 0.998291015625}, {"start": 151.93, "end": 152.25, "word": " الوقت", "probability": 0.98876953125}, {"start": 152.25, "end": 152.51, "word": " هو", "probability": 0.64794921875}, {"start": 152.51, "end": 152.87, "word": " جداش", "probability": 0.97509765625}, {"start": 152.87, "end": 153.53, "word": " اتكلف", "probability": 0.950927734375}, {"start": 153.53, "end": 154.05, "word": " عشان", "probability": 0.9798177083333334}, {"start": 154.05, "end": 154.47, "word": " يجيني", "probability": 0.954345703125}, {"start": 154.47, "end": 154.53, "word": " من", "probability": 0.99169921875}, {"start": 154.53, "end": 154.65, "word": " ال", "probability": 0.982421875}, {"start": 154.65, "end": 155.05, "word": " start", "probability": 0.97900390625}, {"start": 155.05, "end": 155.95, "word": " حتى", "probability": 0.955078125}, {"start": 155.95, "end": 156.27, "word": " وصل", "probability": 0.98046875}, {"start": 156.27, "end": 156.61, "word": " لهذه", "probability": 0.961669921875}, {"start": 156.61, "end": 157.13, "word": " النقطة", "probability": 0.9879557291666666}, {"start": 157.13, "end": 157.59, "word": " فهذه", "probability": 0.7926432291666666}, {"start": 157.59, "end": 157.87, "word": " عامل", "probability": 0.9318033854166666}, {"start": 157.87, "end": 158.13, "word": " مهم", "probability": 0.99365234375}, {"start": 158.13, "end": 158.79, "word": " فكانت", "probability": 0.86474609375}, {"start": 158.79, "end": 159.31, "word": " نجمع", "probability": 0.9842529296875}, {"start": 159.31, "end": 159.77, "word": " ال", "probability": 0.728515625}, {"start": 159.77, "end": 160.05, "word": " G", "probability": 0.70068359375}], "temperature": 1.0}, {"id": 7, "seek": 18078, "start": 160.92, "end": 180.78, "text": "و ال h ال heuristic مجمعهم مع بعض عشان يعطوني ال f of x او ال f of n هنا اللي هي judicial cost للوصول بين ال start ل ال goal through ال node n ناخد اليوم كنا كمان مثل ان شاء الله تعالى على هذه الطريقة اللي هي ال start", "tokens": [2407, 2423, 276, 2423, 415, 374, 3142, 3714, 7435, 2304, 3615, 16095, 20449, 45030, 11242, 6225, 8592, 7649, 7251, 3615, 9566, 11536, 1829, 2423, 283, 295, 2031, 1975, 2407, 2423, 283, 295, 297, 34105, 13672, 1829, 39896, 26581, 2063, 24976, 2407, 9381, 12610, 49374, 2423, 722, 5296, 2423, 3387, 807, 2423, 9984, 297, 8717, 47283, 3215, 45595, 20498, 9122, 8315, 9122, 2304, 7649, 50113, 1211, 16472, 13412, 16606, 21984, 37279, 6027, 7578, 15844, 29538, 41950, 16572, 28671, 13672, 1829, 39896, 2423, 722], "avg_logprob": -0.2345632501395352, "compression_ratio": 1.6482412060301508, "no_speech_prob": 1.6868114471435547e-05, "words": [{"start": 160.92, "end": 161.2, "word": "و", "probability": 0.5498046875}, {"start": 161.2, "end": 161.46, "word": " ال", "probability": 0.498779296875}, {"start": 161.46, "end": 161.76, "word": " h", "probability": 0.18408203125}, {"start": 161.76, "end": 161.98, "word": " ال", "probability": 0.48828125}, {"start": 161.98, "end": 162.46, "word": " heuristic", "probability": 0.726806640625}, {"start": 162.46, "end": 163.08, "word": " مجمعهم", "probability": 0.752685546875}, {"start": 163.08, "end": 163.18, "word": " مع", "probability": 0.953125}, {"start": 163.18, "end": 163.32, "word": " بعض", "probability": 0.992431640625}, {"start": 163.32, "end": 163.54, "word": " عشان", "probability": 0.8689778645833334}, {"start": 163.54, "end": 164.32, "word": " يعطوني", "probability": 0.8251953125}, {"start": 164.32, "end": 165.0, "word": " ال", "probability": 0.8291015625}, {"start": 165.0, "end": 165.4, "word": " f", "probability": 0.62841796875}, {"start": 165.4, "end": 165.56, "word": " of", "probability": 0.88720703125}, {"start": 165.56, "end": 165.82, "word": " x", "probability": 0.91748046875}, {"start": 165.82, "end": 166.02, "word": " او", "probability": 0.8525390625}, {"start": 166.02, "end": 166.12, "word": " ال", "probability": 0.89453125}, {"start": 166.12, "end": 166.22, "word": " f", "probability": 0.890625}, {"start": 166.22, "end": 166.38, "word": " of", "probability": 0.95703125}, {"start": 166.38, "end": 166.58, "word": " n", "probability": 0.904296875}, {"start": 166.58, "end": 167.04, "word": " هنا", "probability": 0.78857421875}, {"start": 167.04, "end": 167.44, "word": " اللي", "probability": 0.900146484375}, {"start": 167.44, "end": 167.64, "word": " هي", "probability": 0.62353515625}, {"start": 167.64, "end": 168.08, "word": " judicial", "probability": 0.270751953125}, {"start": 168.08, "end": 168.98, "word": " cost", "probability": 0.93603515625}, {"start": 168.98, "end": 170.2, "word": " للوصول", "probability": 0.9678955078125}, {"start": 170.2, "end": 170.5, "word": " بين", "probability": 0.783203125}, {"start": 170.5, "end": 170.68, "word": " ال", "probability": 0.91357421875}, {"start": 170.68, "end": 171.2, "word": " start", "probability": 0.970703125}, {"start": 171.2, "end": 171.78, "word": " ل", "probability": 0.71142578125}, {"start": 171.78, "end": 172.12, "word": " ال", "probability": 0.6318359375}, {"start": 172.12, "end": 172.46, "word": " goal", "probability": 0.9931640625}, {"start": 172.46, "end": 173.5, "word": " through", "probability": 0.8359375}, {"start": 173.5, "end": 174.12, "word": " ال", "probability": 0.61767578125}, {"start": 174.12, "end": 174.32, "word": " node", "probability": 0.9619140625}, {"start": 174.32, "end": 174.6, "word": " n", "probability": 0.68701171875}, {"start": 174.6, "end": 176.92, "word": " ناخد", "probability": 0.6723225911458334}, {"start": 176.92, "end": 177.14, "word": " اليوم", "probability": 0.968505859375}, {"start": 177.14, "end": 177.38, "word": " كنا", "probability": 0.916259765625}, {"start": 177.38, "end": 177.64, "word": " كمان", "probability": 0.9308268229166666}, {"start": 177.64, "end": 178.0, "word": " مثل", "probability": 0.7802734375}, {"start": 178.0, "end": 178.16, "word": " ان", "probability": 0.8115234375}, {"start": 178.16, "end": 178.32, "word": " شاء", "probability": 0.976318359375}, {"start": 178.32, "end": 178.44, "word": " الله", "probability": 0.91845703125}, {"start": 178.44, "end": 178.74, "word": " تعالى", "probability": 0.9723307291666666}, {"start": 178.74, "end": 178.96, "word": " على", "probability": 0.8642578125}, {"start": 178.96, "end": 179.5, "word": " هذه", "probability": 0.9501953125}, {"start": 179.5, "end": 179.96, "word": " الطريقة", "probability": 0.9921875}, {"start": 179.96, "end": 180.08, "word": " اللي", "probability": 0.955810546875}, {"start": 180.08, "end": 180.26, "word": " هي", "probability": 0.9072265625}, {"start": 180.26, "end": 180.38, "word": " ال", "probability": 0.91259765625}, {"start": 180.38, "end": 180.78, "word": " start", "probability": 0.351806640625}], "temperature": 1.0}, {"id": 8, "seek": 20820, "start": 181.76, "end": 208.2, "text": "سيرش ناخد لنا مثال المثال هذا ببساطة جدا يتلخص في فكرة ان انا افترض عندي robot معين موجود هيبدأ من البلاطة او ال tile start و بده يمر يتحرك داخل مجموعة ال tiles هدولة اللي هي المربعات او البلاطات هدول بحيث انه يصل ل ال end او هذه هتصير اسمها ال goal تبعها ال goal اللي بدنا نصله بدنا ناخد في بالنا انه في حاجز او في", "tokens": [3794, 13546, 8592, 8717, 47283, 3215, 5296, 8315, 50113, 6027, 9673, 12984, 6027, 23758, 4724, 3555, 3794, 41193, 3660, 10874, 28259, 7251, 2655, 1211, 9778, 9381, 8978, 6156, 4117, 25720, 16472, 1975, 8315, 1975, 5172, 2655, 43042, 43242, 1829, 7881, 20449, 9957, 3714, 29245, 23328, 39896, 44510, 10721, 9154, 29739, 1211, 41193, 3660, 1975, 2407, 2423, 20590, 722, 4032, 47525, 3224, 7251, 29973, 7251, 2655, 5016, 31747, 11778, 47283, 1211, 3714, 7435, 2304, 2407, 27884, 2423, 21982, 8032, 3215, 12610, 3660, 13672, 1829, 39896, 9673, 25513, 3615, 9307, 1975, 2407, 29739, 1211, 41193, 9307, 8032, 3215, 12610, 4724, 5016, 1829, 12984, 16472, 3224, 7251, 36520, 5296, 2423, 917, 1975, 2407, 29538, 8032, 2655, 9381, 13546, 24525, 2304, 11296, 2423, 3387, 6055, 3555, 3615, 11296, 2423, 3387, 13672, 1829, 47525, 8315, 8717, 36520, 3224, 47525, 8315, 8717, 47283, 3215, 8978, 20666, 8315, 16472, 3224, 8978, 11331, 26108, 11622, 1975, 2407, 8978], "avg_logprob": -0.13865894138418286, "compression_ratio": 1.900355871886121, "no_speech_prob": 1.2636184692382812e-05, "words": [{"start": 181.76, "end": 182.28, "word": "سيرش", "probability": 0.6326090494791666}, {"start": 182.28, "end": 182.84, "word": " ناخد", "probability": 0.8323567708333334}, {"start": 182.84, "end": 183.02, "word": " لنا", "probability": 0.62353515625}, {"start": 183.02, "end": 183.3, "word": " مثال", "probability": 0.98779296875}, {"start": 183.3, "end": 183.64, "word": " المثال", "probability": 0.7996419270833334}, {"start": 183.64, "end": 183.8, "word": " هذا", "probability": 0.521484375}, {"start": 183.8, "end": 184.3, "word": " ببساطة", "probability": 0.95458984375}, {"start": 184.3, "end": 184.6, "word": " جدا", "probability": 0.916015625}, {"start": 184.6, "end": 185.12, "word": " يتلخص", "probability": 0.9814453125}, {"start": 185.12, "end": 185.22, "word": " في", "probability": 0.7978515625}, {"start": 185.22, "end": 185.56, "word": " فكرة", "probability": 0.9806315104166666}, {"start": 185.56, "end": 185.72, "word": " ان", "probability": 0.51025390625}, {"start": 185.72, "end": 186.22, "word": " انا", "probability": 0.794921875}, {"start": 186.22, "end": 186.7, "word": " افترض", "probability": 0.974853515625}, {"start": 186.7, "end": 187.02, "word": " عندي", "probability": 0.5806884765625}, {"start": 187.02, "end": 187.48, "word": " robot", "probability": 0.7705078125}, {"start": 187.48, "end": 188.14, "word": " معين", "probability": 0.97119140625}, {"start": 188.14, "end": 188.88, "word": " موجود", "probability": 0.9772135416666666}, {"start": 188.88, "end": 189.44, "word": " هيبدأ", "probability": 0.8595377604166666}, {"start": 189.44, "end": 189.58, "word": " من", "probability": 0.9931640625}, {"start": 189.58, "end": 190.04, "word": " البلاطة", "probability": 0.850830078125}, {"start": 190.04, "end": 190.14, "word": " او", "probability": 0.82470703125}, {"start": 190.14, "end": 190.28, "word": " ال", "probability": 0.8525390625}, {"start": 190.28, "end": 190.58, "word": " tile", "probability": 0.83203125}, {"start": 190.58, "end": 191.88, "word": " start", "probability": 0.8193359375}, {"start": 191.88, "end": 192.3, "word": " و", "probability": 0.921875}, {"start": 192.3, "end": 192.52, "word": " بده", "probability": 0.739990234375}, {"start": 192.52, "end": 192.8, "word": " يمر", "probability": 0.967041015625}, {"start": 192.8, "end": 194.22, "word": " يتحرك", "probability": 0.992919921875}, {"start": 194.22, "end": 194.8, "word": " داخل", "probability": 0.97509765625}, {"start": 194.8, "end": 195.22, "word": " مجموعة", "probability": 0.9306640625}, {"start": 195.22, "end": 195.38, "word": " ال", "probability": 0.9814453125}, {"start": 195.38, "end": 195.64, "word": " tiles", "probability": 0.92626953125}, {"start": 195.64, "end": 196.48, "word": " هدولة", "probability": 0.84033203125}, {"start": 196.48, "end": 196.7, "word": " اللي", "probability": 0.90673828125}, {"start": 196.7, "end": 196.84, "word": " هي", "probability": 0.8798828125}, {"start": 196.84, "end": 197.46, "word": " المربعات", "probability": 0.9666748046875}, {"start": 197.46, "end": 197.58, "word": " او", "probability": 0.924560546875}, {"start": 197.58, "end": 198.08, "word": " البلاطات", "probability": 0.979736328125}, {"start": 198.08, "end": 198.38, "word": " هدول", "probability": 0.9280598958333334}, {"start": 198.38, "end": 198.72, "word": " بحيث", "probability": 0.952392578125}, {"start": 198.72, "end": 198.88, "word": " انه", "probability": 0.91943359375}, {"start": 198.88, "end": 199.2, "word": " يصل", "probability": 0.9580078125}, {"start": 199.2, "end": 199.46, "word": " ل", "probability": 0.416259765625}, {"start": 199.46, "end": 199.8, "word": " ال", "probability": 0.75048828125}, {"start": 199.8, "end": 200.16, "word": " end", "probability": 0.9521484375}, {"start": 200.16, "end": 200.58, "word": " او", "probability": 0.956298828125}, {"start": 200.58, "end": 200.8, "word": " هذه", "probability": 0.29736328125}, {"start": 200.8, "end": 201.18, "word": " هتصير", "probability": 0.919921875}, {"start": 201.18, "end": 201.66, "word": " اسمها", "probability": 0.982421875}, {"start": 201.66, "end": 202.2, "word": " ال", "probability": 0.95703125}, {"start": 202.2, "end": 202.66, "word": " goal", "probability": 0.99365234375}, {"start": 202.66, "end": 203.94, "word": " تبعها", "probability": 0.864990234375}, {"start": 203.94, "end": 204.46, "word": " ال", "probability": 0.95849609375}, {"start": 204.46, "end": 204.72, "word": " goal", "probability": 0.99658203125}, {"start": 204.72, "end": 204.88, "word": " اللي", "probability": 0.971435546875}, {"start": 204.88, "end": 205.12, "word": " بدنا", "probability": 0.919189453125}, {"start": 205.12, "end": 205.56, "word": " نصله", "probability": 0.9593098958333334}, {"start": 205.56, "end": 206.02, "word": " بدنا", "probability": 0.86865234375}, {"start": 206.02, "end": 206.28, "word": " ناخد", "probability": 0.9812825520833334}, {"start": 206.28, "end": 206.42, "word": " في", "probability": 0.86376953125}, {"start": 206.42, "end": 206.74, "word": " بالنا", "probability": 0.9326171875}, {"start": 206.74, "end": 207.24, "word": " انه", "probability": 0.673583984375}, {"start": 207.24, "end": 207.32, "word": " في", "probability": 0.92822265625}, {"start": 207.32, "end": 207.78, "word": " حاجز", "probability": 0.9853515625}, {"start": 207.78, "end": 208.0, "word": " او", "probability": 0.9560546875}, {"start": 208.0, "end": 208.2, "word": " في", "probability": 0.98193359375}], "temperature": 1.0}, {"id": 9, "seek": 23683, "start": 209.01, "end": 236.83, "text": "walls هنا حائط محطوط في النص بمعنى انه مش هنقدر نخترقه مش هنقدر نخبط فيه فالان كيف بدنا نتحرك في هذا الموضوع من خلال وجهة نظر ال A star search method بكل بساطة انا في عندي F of N طبعا هذه بتساوي ال H اللي هي ال heuristic زي ما قلنا وهذه المسافة بين N او ال tile البلاطة اللي انا موجود فيها الى ال goal", "tokens": [16256, 82, 34105, 11331, 16373, 9566, 3714, 5016, 9566, 2407, 9566, 8978, 28239, 9381, 4724, 2304, 3615, 1863, 7578, 16472, 3224, 37893, 8032, 1863, 28543, 2288, 8717, 46456, 2288, 4587, 3224, 37893, 8032, 1863, 28543, 2288, 8717, 9778, 3555, 9566, 8978, 3224, 6156, 6027, 7649, 9122, 33911, 47525, 8315, 8717, 2655, 5016, 31747, 8978, 23758, 9673, 2407, 11242, 45367, 9154, 16490, 1211, 6027, 49610, 3224, 3660, 8717, 19913, 2288, 2423, 316, 3543, 3164, 3170, 4724, 28820, 4724, 3794, 41193, 3660, 1975, 8315, 8978, 18871, 16254, 479, 295, 426, 23032, 3555, 3615, 995, 29538, 39894, 3794, 995, 45865, 2423, 389, 13672, 1829, 39896, 2423, 415, 374, 3142, 30767, 1829, 19446, 12174, 1211, 8315, 37037, 24192, 9673, 3794, 31845, 3660, 49374, 426, 1975, 2407, 2423, 20590, 29739, 1211, 41193, 3660, 13672, 1829, 1975, 8315, 3714, 29245, 23328, 8978, 11296, 2423, 7578, 2423, 3387], "avg_logprob": -0.16186179189195096, "compression_ratio": 1.7634408602150538, "no_speech_prob": 1.615285873413086e-05, "words": [{"start": 209.01, "end": 209.49, "word": "walls", "probability": 0.5380859375}, {"start": 209.49, "end": 209.71, "word": " هنا", "probability": 0.93017578125}, {"start": 209.71, "end": 211.61, "word": " حائط", "probability": 0.784423828125}, {"start": 211.61, "end": 212.47, "word": " محطوط", "probability": 0.902734375}, {"start": 212.47, "end": 212.77, "word": " في", "probability": 0.921875}, {"start": 212.77, "end": 213.11, "word": " النص", "probability": 0.944091796875}, {"start": 213.11, "end": 213.49, "word": " بمعنى", "probability": 0.91015625}, {"start": 213.49, "end": 213.67, "word": " انه", "probability": 0.6123046875}, {"start": 213.67, "end": 213.91, "word": " مش", "probability": 0.9482421875}, {"start": 213.91, "end": 214.33, "word": " هنقدر", "probability": 0.920166015625}, {"start": 214.33, "end": 215.53, "word": " نخترقه", "probability": 0.8646484375}, {"start": 215.53, "end": 215.65, "word": " مش", "probability": 0.70166015625}, {"start": 215.65, "end": 215.91, "word": " هنقدر", "probability": 0.9827880859375}, {"start": 215.91, "end": 216.21, "word": " نخبط", "probability": 0.9598388671875}, {"start": 216.21, "end": 216.61, "word": " فيه", "probability": 0.981201171875}, {"start": 216.61, "end": 217.05, "word": " فالان", "probability": 0.8707682291666666}, {"start": 217.05, "end": 217.29, "word": " كيف", "probability": 0.97607421875}, {"start": 217.29, "end": 217.51, "word": " بدنا", "probability": 0.946044921875}, {"start": 217.51, "end": 218.01, "word": " نتحرك", "probability": 0.988525390625}, {"start": 218.01, "end": 218.13, "word": " في", "probability": 0.94091796875}, {"start": 218.13, "end": 218.31, "word": " هذا", "probability": 0.953125}, {"start": 218.31, "end": 218.71, "word": " الموضوع", "probability": 0.998291015625}, {"start": 218.71, "end": 218.89, "word": " من", "probability": 0.98876953125}, {"start": 218.89, "end": 219.37, "word": " خلال", "probability": 0.9951171875}, {"start": 219.37, "end": 220.09, "word": " وجهة", "probability": 0.8977864583333334}, {"start": 220.09, "end": 220.43, "word": " نظر", "probability": 0.9934895833333334}, {"start": 220.43, "end": 220.61, "word": " ال", "probability": 0.9716796875}, {"start": 220.61, "end": 220.77, "word": " A", "probability": 0.424560546875}, {"start": 220.77, "end": 221.13, "word": " star", "probability": 0.1578369140625}, {"start": 221.13, "end": 221.97, "word": " search", "probability": 0.95361328125}, {"start": 221.97, "end": 222.45, "word": " method", "probability": 0.98681640625}, {"start": 222.45, "end": 223.07, "word": " بكل", "probability": 0.93994140625}, {"start": 223.07, "end": 223.49, "word": " بساطة", "probability": 0.984130859375}, {"start": 223.49, "end": 223.69, "word": " انا", "probability": 0.8193359375}, {"start": 223.69, "end": 223.79, "word": " في", "probability": 0.9296875}, {"start": 223.79, "end": 224.19, "word": " عندي", "probability": 0.7139892578125}, {"start": 224.19, "end": 224.97, "word": " F", "probability": 0.447998046875}, {"start": 224.97, "end": 226.05, "word": " of", "probability": 0.390625}, {"start": 226.05, "end": 226.45, "word": " N", "probability": 0.60498046875}, {"start": 226.45, "end": 226.91, "word": " طبعا", "probability": 0.9825439453125}, {"start": 226.91, "end": 227.39, "word": " هذه", "probability": 0.28564453125}, {"start": 227.39, "end": 227.89, "word": " بتساوي", "probability": 0.9298095703125}, {"start": 227.89, "end": 228.11, "word": " ال", "probability": 0.93994140625}, {"start": 228.11, "end": 228.37, "word": " H", "probability": 0.78564453125}, {"start": 228.37, "end": 228.59, "word": " اللي", "probability": 0.890625}, {"start": 228.59, "end": 228.75, "word": " هي", "probability": 0.95703125}, {"start": 228.75, "end": 228.87, "word": " ال", "probability": 0.9345703125}, {"start": 228.87, "end": 229.41, "word": " heuristic", "probability": 0.8238932291666666}, {"start": 229.41, "end": 229.79, "word": " زي", "probability": 0.872314453125}, {"start": 229.79, "end": 230.09, "word": " ما", "probability": 0.95654296875}, {"start": 230.09, "end": 230.39, "word": " قلنا", "probability": 0.7196451822916666}, {"start": 230.39, "end": 231.09, "word": " وهذه", "probability": 0.7490234375}, {"start": 231.09, "end": 231.99, "word": " المسافة", "probability": 0.9759521484375}, {"start": 231.99, "end": 232.33, "word": " بين", "probability": 0.966796875}, {"start": 232.33, "end": 233.11, "word": " N", "probability": 0.63427734375}, {"start": 233.11, "end": 233.79, "word": " او", "probability": 0.8837890625}, {"start": 233.79, "end": 233.97, "word": " ال", "probability": 0.865234375}, {"start": 233.97, "end": 234.21, "word": " tile", "probability": 0.87353515625}, {"start": 234.21, "end": 234.71, "word": " البلاطة", "probability": 0.72491455078125}, {"start": 234.71, "end": 234.81, "word": " اللي", "probability": 0.947509765625}, {"start": 234.81, "end": 234.91, "word": " انا", "probability": 0.62451171875}, {"start": 234.91, "end": 235.19, "word": " موجود", "probability": 0.9798177083333334}, {"start": 235.19, "end": 235.61, "word": " فيها", "probability": 0.990234375}, {"start": 235.61, "end": 236.23, "word": " الى", "probability": 0.749267578125}, {"start": 236.23, "end": 236.57, "word": " ال", "probability": 0.88427734375}, {"start": 236.57, "end": 236.83, "word": " goal", "probability": 0.98583984375}], "temperature": 1.0}, {"id": 10, "seek": 26395, "start": 238.58, "end": 263.96, "text": "Okay هذه هتكون زائد g و g كما قلنا سابقا هي بين ال start الى ال end ال end هذا طبعا وين اللي هي ال tile او ال position او ال successor اللي انا موجود عنده الان اللي انا فعليا موجود عنده فالان كأن لما اجي اشوف مجموع الاتنين كأنه فعلا ضلت هي فعليا اعطتني ال cost بين ال start", "tokens": [8297, 29538, 8032, 2655, 30544, 30767, 16373, 3215, 290, 4032, 290, 9122, 15042, 12174, 1211, 8315, 8608, 16758, 4587, 995, 39896, 49374, 2423, 722, 2423, 7578, 2423, 917, 2423, 917, 23758, 23032, 3555, 3615, 995, 4032, 9957, 13672, 1829, 39896, 2423, 20590, 1975, 2407, 2423, 2535, 1975, 2407, 2423, 31864, 13672, 1829, 1975, 8315, 3714, 29245, 23328, 43242, 3224, 2423, 7649, 13672, 1829, 1975, 8315, 6156, 3615, 20292, 995, 3714, 29245, 23328, 43242, 3224, 6156, 6027, 7649, 9122, 33456, 5296, 15042, 1975, 7435, 1829, 1975, 8592, 38688, 3714, 7435, 2304, 45367, 2423, 9307, 1863, 9957, 9122, 33456, 3224, 6156, 3615, 15040, 48812, 1211, 2655, 39896, 6156, 3615, 20292, 995, 1975, 3615, 9566, 2655, 22653, 2423, 2063, 49374, 2423, 722], "avg_logprob": -0.1747395895421505, "compression_ratio": 1.9047619047619047, "no_speech_prob": 2.562999725341797e-06, "words": [{"start": 238.58, "end": 238.94, "word": "Okay", "probability": 0.81005859375}, {"start": 238.94, "end": 239.68, "word": " هذه", "probability": 0.52197265625}, {"start": 239.68, "end": 240.06, "word": " هتكون", "probability": 0.8640950520833334}, {"start": 240.06, "end": 240.7, "word": " زائد", "probability": 0.6653645833333334}, {"start": 240.7, "end": 241.14, "word": " g", "probability": 0.278076171875}, {"start": 241.14, "end": 242.54, "word": " و", "probability": 0.71533203125}, {"start": 242.54, "end": 242.76, "word": " g", "probability": 0.8271484375}, {"start": 242.76, "end": 243.16, "word": " كما", "probability": 0.96142578125}, {"start": 243.16, "end": 244.52, "word": " قلنا", "probability": 0.943359375}, {"start": 244.52, "end": 245.12, "word": " سابقا", "probability": 0.985595703125}, {"start": 245.12, "end": 245.66, "word": " هي", "probability": 0.66015625}, {"start": 245.66, "end": 246.38, "word": " بين", "probability": 0.9677734375}, {"start": 246.38, "end": 246.66, "word": " ال", "probability": 0.89306640625}, {"start": 246.66, "end": 247.32, "word": " start", "probability": 0.9384765625}, {"start": 247.32, "end": 248.92, "word": " الى", "probability": 0.65673828125}, {"start": 248.92, "end": 249.34, "word": " ال", "probability": 0.966796875}, {"start": 249.34, "end": 249.56, "word": " end", "probability": 0.88330078125}, {"start": 249.56, "end": 250.56, "word": " ال", "probability": 0.962890625}, {"start": 250.56, "end": 250.7, "word": " end", "probability": 0.958984375}, {"start": 250.7, "end": 250.88, "word": " هذا", "probability": 0.436767578125}, {"start": 250.88, "end": 251.14, "word": " طبعا", "probability": 0.9730224609375}, {"start": 251.14, "end": 251.42, "word": " وين", "probability": 0.6134033203125}, {"start": 251.42, "end": 251.72, "word": " اللي", "probability": 0.712890625}, {"start": 251.72, "end": 251.82, "word": " هي", "probability": 0.771484375}, {"start": 251.82, "end": 251.96, "word": " ال", "probability": 0.9052734375}, {"start": 251.96, "end": 252.24, "word": " tile", "probability": 0.77099609375}, {"start": 252.24, "end": 252.54, "word": " او", "probability": 0.80029296875}, {"start": 252.54, "end": 252.86, "word": " ال", "probability": 0.92919921875}, {"start": 252.86, "end": 253.24, "word": " position", "probability": 0.97314453125}, {"start": 253.24, "end": 253.64, "word": " او", "probability": 0.96044921875}, {"start": 253.64, "end": 254.0, "word": " ال", "probability": 0.87158203125}, {"start": 254.0, "end": 254.44, "word": " successor", "probability": 0.91357421875}, {"start": 254.44, "end": 254.9, "word": " اللي", "probability": 0.95556640625}, {"start": 254.9, "end": 255.04, "word": " انا", "probability": 0.78955078125}, {"start": 255.04, "end": 255.34, "word": " موجود", "probability": 0.978515625}, {"start": 255.34, "end": 255.62, "word": " عنده", "probability": 0.994140625}, {"start": 255.62, "end": 255.88, "word": " الان", "probability": 0.6304931640625}, {"start": 255.88, "end": 256.4, "word": " اللي", "probability": 0.9375}, {"start": 256.4, "end": 256.5, "word": " انا", "probability": 0.92822265625}, {"start": 256.5, "end": 256.82, "word": " فعليا", "probability": 0.80584716796875}, {"start": 256.82, "end": 257.1, "word": " موجود", "probability": 0.982421875}, {"start": 257.1, "end": 257.4, "word": " عنده", "probability": 0.990966796875}, {"start": 257.4, "end": 258.06, "word": " فالان", "probability": 0.9596354166666666}, {"start": 258.06, "end": 258.6, "word": " كأن", "probability": 0.91845703125}, {"start": 258.6, "end": 258.84, "word": " لما", "probability": 0.777587890625}, {"start": 258.84, "end": 259.08, "word": " اجي", "probability": 0.7941080729166666}, {"start": 259.08, "end": 259.42, "word": " اشوف", "probability": 0.9283854166666666}, {"start": 259.42, "end": 259.9, "word": " مجموع", "probability": 0.9398193359375}, {"start": 259.9, "end": 260.42, "word": " الاتنين", "probability": 0.8310546875}, {"start": 260.42, "end": 260.78, "word": " كأنه", "probability": 0.91259765625}, {"start": 260.78, "end": 261.04, "word": " فعلا", "probability": 0.9339192708333334}, {"start": 261.04, "end": 261.52, "word": " ضلت", "probability": 0.7607421875}, {"start": 261.52, "end": 261.78, "word": " هي", "probability": 0.82177734375}, {"start": 261.78, "end": 262.22, "word": " فعليا", "probability": 0.8990478515625}, {"start": 262.22, "end": 262.62, "word": " اعطتني", "probability": 0.700830078125}, {"start": 262.62, "end": 262.8, "word": " ال", "probability": 0.9521484375}, {"start": 262.8, "end": 263.08, "word": " cost", "probability": 0.8935546875}, {"start": 263.08, "end": 263.3, "word": " بين", "probability": 0.97607421875}, {"start": 263.3, "end": 263.46, "word": " ال", "probability": 0.955078125}, {"start": 263.46, "end": 263.96, "word": " start", "probability": 0.9716796875}], "temperature": 1.0}, {"id": 11, "seek": 29107, "start": 264.87, "end": 291.07, "text": "و ال goal بشكل او باخر على اعتبار ان ال N هي العاملة المشتركة ال chain rule تبعتنا كانها chain rule تمام فإذا اتطنق function حقيقية function بقدر ابني عليها بنقدر صحيح مش حقيقية مائة في المائة ليش لأن هي في النهاية مجموعة لقيمة حقيقية زائد قيمة heuristic تقديرية فمعنا ذلك ان المجموع هو تقديري ولكن اقرب للواقع فإذا بنقدر", "tokens": [2407, 2423, 3387, 4724, 8592, 28820, 1975, 2407, 4724, 47283, 2288, 15844, 1975, 34268, 3555, 9640, 16472, 2423, 426, 39896, 18863, 10943, 37977, 9673, 8592, 2655, 31747, 3660, 2423, 5021, 4978, 6055, 3555, 34268, 8315, 25961, 11296, 5021, 4978, 46811, 10943, 6156, 28814, 15730, 1975, 2655, 9566, 1863, 4587, 2445, 11331, 38436, 4587, 10632, 2445, 4724, 28543, 2288, 48127, 22653, 25894, 11296, 44945, 28543, 2288, 20328, 5016, 1829, 5016, 37893, 11331, 38436, 4587, 10632, 3714, 16373, 3660, 8978, 9673, 16373, 3660, 32239, 8592, 5296, 33456, 39896, 8978, 28239, 11296, 10632, 3714, 7435, 2304, 2407, 27884, 5296, 4587, 32640, 3660, 11331, 38436, 4587, 10632, 30767, 16373, 3215, 12174, 32640, 3660, 415, 374, 3142, 6055, 28543, 13546, 10632, 6156, 2304, 3615, 8315, 29910, 23275, 16472, 9673, 7435, 2304, 45367, 31439, 6055, 28543, 13546, 1829, 35525, 19452, 1975, 4587, 25513, 24976, 14407, 4587, 3615, 6156, 28814, 15730, 44945, 28543, 2288], "avg_logprob": -0.1491765157395118, "compression_ratio": 1.9669117647058822, "no_speech_prob": 6.616115570068359e-06, "words": [{"start": 264.87, "end": 265.15, "word": "و", "probability": 0.87646484375}, {"start": 265.15, "end": 265.51, "word": " ال", "probability": 0.37548828125}, {"start": 265.51, "end": 265.79, "word": " goal", "probability": 0.83642578125}, {"start": 265.79, "end": 266.35, "word": " بشكل", "probability": 0.9544270833333334}, {"start": 266.35, "end": 266.47, "word": " او", "probability": 0.6324462890625}, {"start": 266.47, "end": 266.91, "word": " باخر", "probability": 0.9635416666666666}, {"start": 266.91, "end": 267.29, "word": " على", "probability": 0.7275390625}, {"start": 267.29, "end": 267.61, "word": " اعتبار", "probability": 0.9759521484375}, {"start": 267.61, "end": 267.73, "word": " ان", "probability": 0.92041015625}, {"start": 267.73, "end": 267.87, "word": " ال", "probability": 0.96728515625}, {"start": 267.87, "end": 268.05, "word": " N", "probability": 0.42529296875}, {"start": 268.05, "end": 268.27, "word": " هي", "probability": 0.9169921875}, {"start": 268.27, "end": 268.55, "word": " العاملة", "probability": 0.8429361979166666}, {"start": 268.55, "end": 269.01, "word": " المشتركة", "probability": 0.97529296875}, {"start": 269.01, "end": 269.11, "word": " ال", "probability": 0.286865234375}, {"start": 269.11, "end": 269.31, "word": " chain", "probability": 0.7392578125}, {"start": 269.31, "end": 269.57, "word": " rule", "probability": 0.90185546875}, {"start": 269.57, "end": 270.51, "word": " تبعتنا", "probability": 0.916015625}, {"start": 270.51, "end": 270.83, "word": " كانها", "probability": 0.755126953125}, {"start": 270.83, "end": 271.09, "word": " chain", "probability": 0.638671875}, {"start": 271.09, "end": 271.41, "word": " rule", "probability": 0.94873046875}, {"start": 271.41, "end": 272.21, "word": " تمام", "probability": 0.905029296875}, {"start": 272.21, "end": 273.31, "word": " فإذا", "probability": 0.8269856770833334}, {"start": 273.31, "end": 274.01, "word": " اتطنق", "probability": 0.734326171875}, {"start": 274.01, "end": 274.83, "word": " function", "probability": 0.85888671875}, {"start": 274.83, "end": 276.09, "word": " حقيقية", "probability": 0.98974609375}, {"start": 276.09, "end": 277.07, "word": " function", "probability": 0.75634765625}, {"start": 277.07, "end": 277.61, "word": " بقدر", "probability": 0.9874674479166666}, {"start": 277.61, "end": 277.93, "word": " ابني", "probability": 0.579345703125}, {"start": 277.93, "end": 278.55, "word": " عليها", "probability": 0.98681640625}, {"start": 278.55, "end": 279.25, "word": " بنقدر", "probability": 0.9134114583333334}, {"start": 279.25, "end": 279.67, "word": " صحيح", "probability": 0.9620361328125}, {"start": 279.67, "end": 279.81, "word": " مش", "probability": 0.90234375}, {"start": 279.81, "end": 280.19, "word": " حقيقية", "probability": 0.9739990234375}, {"start": 280.19, "end": 280.33, "word": " مائة", "probability": 0.7688802083333334}, {"start": 280.33, "end": 280.45, "word": " في", "probability": 0.84716796875}, {"start": 280.45, "end": 280.75, "word": " المائة", "probability": 0.97412109375}, {"start": 280.75, "end": 281.15, "word": " ليش", "probability": 0.884033203125}, {"start": 281.15, "end": 281.35, "word": " لأن", "probability": 0.671142578125}, {"start": 281.35, "end": 281.51, "word": " هي", "probability": 0.355712890625}, {"start": 281.51, "end": 281.65, "word": " في", "probability": 0.9541015625}, {"start": 281.65, "end": 281.87, "word": " النهاية", "probability": 0.9541015625}, {"start": 281.87, "end": 282.61, "word": " مجموعة", "probability": 0.9478515625}, {"start": 282.61, "end": 283.15, "word": " لقيمة", "probability": 0.8935546875}, {"start": 283.15, "end": 283.79, "word": " حقيقية", "probability": 0.995361328125}, {"start": 283.79, "end": 284.13, "word": " زائد", "probability": 0.81884765625}, {"start": 284.13, "end": 284.39, "word": " قيمة", "probability": 0.9890950520833334}, {"start": 284.39, "end": 284.95, "word": " heuristic", "probability": 0.9324544270833334}, {"start": 284.95, "end": 286.15, "word": " تقديرية", "probability": 0.9427490234375}, {"start": 286.15, "end": 286.95, "word": " فمعنا", "probability": 0.9117431640625}, {"start": 286.95, "end": 287.23, "word": " ذلك", "probability": 0.80712890625}, {"start": 287.23, "end": 287.37, "word": " ان", "probability": 0.467529296875}, {"start": 287.37, "end": 287.73, "word": " المجموع", "probability": 0.964599609375}, {"start": 287.73, "end": 287.87, "word": " هو", "probability": 0.92529296875}, {"start": 287.87, "end": 288.33, "word": " تقديري", "probability": 0.911865234375}, {"start": 288.33, "end": 288.79, "word": " ولكن", "probability": 0.89306640625}, {"start": 288.79, "end": 289.45, "word": " اقرب", "probability": 0.8206380208333334}, {"start": 289.45, "end": 290.19, "word": " للواقع", "probability": 0.989990234375}, {"start": 290.19, "end": 290.65, "word": " فإذا", "probability": 0.9627278645833334}, {"start": 290.65, "end": 291.07, "word": " بنقدر", "probability": 0.9646809895833334}], "temperature": 1.0}, {"id": 12, "seek": 30272, "start": 291.82, "end": 302.72, "text": "نحكم عليه بشكل أفضل بشكل أفضل كويس فجبنا ال F الآن هذا الكلام بدنا نطبقه هنا نفس الشيء كل بلاطة من البلاطات هدول هي عبارة عن", "tokens": [1863, 5016, 24793, 47356, 4724, 8592, 28820, 5551, 5172, 11242, 1211, 4724, 8592, 28820, 5551, 5172, 11242, 1211, 9122, 45865, 3794, 6156, 7435, 3555, 8315, 2423, 479, 6024, 48506, 23758, 2423, 28820, 10943, 47525, 8315, 8717, 9566, 3555, 4587, 3224, 34105, 8717, 36178, 25124, 1829, 38207, 28242, 4724, 1211, 41193, 3660, 9154, 29739, 1211, 41193, 9307, 8032, 3215, 12610, 39896, 6225, 3555, 9640, 3660, 18871], "avg_logprob": -0.12511836421309094, "compression_ratio": 1.6204379562043796, "no_speech_prob": 0.0009407997131347656, "words": [{"start": 291.82, "end": 292.34, "word": "نحكم", "probability": 0.8059895833333334}, {"start": 292.34, "end": 292.68, "word": " عليه", "probability": 0.94921875}, {"start": 292.68, "end": 293.22, "word": " بشكل", "probability": 0.9910481770833334}, {"start": 293.22, "end": 293.64, "word": " أفضل", "probability": 0.933837890625}, {"start": 293.64, "end": 294.14, "word": " بشكل", "probability": 0.833984375}, {"start": 294.14, "end": 294.82, "word": " أفضل", "probability": 0.9859619140625}, {"start": 294.82, "end": 295.32, "word": " كويس", "probability": 0.8359375}, {"start": 295.32, "end": 296.5, "word": " فجبنا", "probability": 0.8876953125}, {"start": 296.5, "end": 296.62, "word": " ال", "probability": 0.921875}, {"start": 296.62, "end": 296.82, "word": " F", "probability": 0.732421875}, {"start": 296.82, "end": 297.16, "word": " الآن", "probability": 0.5516357421875}, {"start": 297.16, "end": 297.34, "word": " هذا", "probability": 0.55078125}, {"start": 297.34, "end": 297.82, "word": " الكلام", "probability": 0.97607421875}, {"start": 297.82, "end": 298.06, "word": " بدنا", "probability": 0.863037109375}, {"start": 298.06, "end": 298.46, "word": " نطبقه", "probability": 0.9876953125}, {"start": 298.46, "end": 298.64, "word": " هنا", "probability": 0.92724609375}, {"start": 298.64, "end": 298.9, "word": " نفس", "probability": 0.992919921875}, {"start": 298.9, "end": 299.64, "word": " الشيء", "probability": 0.8408203125}, {"start": 299.64, "end": 299.92, "word": " كل", "probability": 0.8642578125}, {"start": 299.92, "end": 300.4, "word": " بلاطة", "probability": 0.961181640625}, {"start": 300.4, "end": 300.54, "word": " من", "probability": 0.99462890625}, {"start": 300.54, "end": 301.1, "word": " البلاطات", "probability": 0.97119140625}, {"start": 301.1, "end": 301.54, "word": " هدول", "probability": 0.90380859375}, {"start": 301.54, "end": 302.24, "word": " هي", "probability": 0.82470703125}, {"start": 302.24, "end": 302.62, "word": " عبارة", "probability": 0.9979248046875}, {"start": 302.62, "end": 302.72, "word": " عن", "probability": 0.99169921875}], "temperature": 1.0}, {"id": 13, "seek": 33121, "start": 303.63, "end": 331.21, "text": "Successor ممكن تكون للبلاطة اللي جنبها فإذا عشان تكون أوضح ال start هذه وين ممكن تروح؟ ممكن تروح لل تمان بلاطات اللي حواليها أو ال tiles ال eight tiles ال neighbors eight tiles اللي هي البلاطة الأولى، تانية أو ال tile التالتة، الرابعة، الخامسة، السادسة، السابعة، تمانية، كل هما دولة possible كل هدولة إمكانيات ممكنة ممكنين", "tokens": [50, 16461, 284, 3714, 43020, 6055, 30544, 24976, 36150, 41193, 3660, 13672, 1829, 10874, 1863, 3555, 11296, 6156, 28814, 15730, 6225, 8592, 7649, 6055, 30544, 34051, 11242, 5016, 2423, 722, 29538, 4032, 9957, 3714, 43020, 6055, 32887, 5016, 22807, 3714, 43020, 6055, 32887, 5016, 24976, 46811, 7649, 4724, 1211, 41193, 9307, 13672, 1829, 11331, 2407, 6027, 1829, 11296, 34051, 2423, 21982, 2423, 3180, 21982, 2423, 12512, 3180, 21982, 13672, 1829, 39896, 29739, 1211, 41193, 3660, 16247, 12610, 7578, 12399, 6055, 7649, 10632, 34051, 2423, 20590, 16712, 6027, 2655, 3660, 12399, 34892, 16758, 27884, 12399, 33962, 10943, 3794, 3660, 12399, 21136, 18513, 3794, 3660, 12399, 21136, 16758, 27884, 12399, 46811, 7649, 10632, 12399, 28242, 8032, 15042, 11778, 12610, 3660, 1944, 28242, 8032, 3215, 12610, 3660, 11933, 2304, 41361, 1829, 9307, 3714, 43020, 3660, 3714, 43020, 9957], "avg_logprob": -0.1949678355937495, "compression_ratio": 2.0826771653543306, "no_speech_prob": 2.086162567138672e-06, "words": [{"start": 303.63, "end": 304.27, "word": "Successor", "probability": 0.7014973958333334}, {"start": 304.27, "end": 304.57, "word": " ممكن", "probability": 0.984619140625}, {"start": 304.57, "end": 305.05, "word": " تكون", "probability": 0.99267578125}, {"start": 305.05, "end": 306.21, "word": " للبلاطة", "probability": 0.71728515625}, {"start": 306.21, "end": 306.35, "word": " اللي", "probability": 0.725830078125}, {"start": 306.35, "end": 306.73, "word": " جنبها", "probability": 0.951416015625}, {"start": 306.73, "end": 307.15, "word": " فإذا", "probability": 0.68994140625}, {"start": 307.15, "end": 307.99, "word": " عشان", "probability": 0.9625651041666666}, {"start": 307.99, "end": 308.25, "word": " تكون", "probability": 0.976806640625}, {"start": 308.25, "end": 308.65, "word": " أوضح", "probability": 0.8326822916666666}, {"start": 308.65, "end": 308.99, "word": " ال", "probability": 0.8125}, {"start": 308.99, "end": 309.35, "word": " start", "probability": 0.94482421875}, {"start": 309.35, "end": 309.75, "word": " هذه", "probability": 0.52099609375}, {"start": 309.75, "end": 310.31, "word": " وين", "probability": 0.909423828125}, {"start": 310.31, "end": 310.65, "word": " ممكن", "probability": 0.994384765625}, {"start": 310.65, "end": 311.37, "word": " تروح؟", "probability": 0.909912109375}, {"start": 311.37, "end": 311.61, "word": " ممكن", "probability": 0.973876953125}, {"start": 311.61, "end": 311.95, "word": " تروح", "probability": 0.9967447916666666}, {"start": 311.95, "end": 312.51, "word": " لل", "probability": 0.78466796875}, {"start": 312.51, "end": 313.45, "word": " تمان", "probability": 0.37200927734375}, {"start": 313.45, "end": 313.93, "word": " بلاطات", "probability": 0.959716796875}, {"start": 313.93, "end": 314.07, "word": " اللي", "probability": 0.980712890625}, {"start": 314.07, "end": 314.63, "word": " حواليها", "probability": 0.90068359375}, {"start": 314.63, "end": 314.99, "word": " أو", "probability": 0.6865234375}, {"start": 314.99, "end": 315.11, "word": " ال", "probability": 0.802734375}, {"start": 315.11, "end": 315.47, "word": " tiles", "probability": 0.921875}, {"start": 315.47, "end": 315.87, "word": " ال", "probability": 0.73046875}, {"start": 315.87, "end": 316.03, "word": " eight", "probability": 0.6923828125}, {"start": 316.03, "end": 316.47, "word": " tiles", "probability": 0.88427734375}, {"start": 316.47, "end": 317.13, "word": " ال", "probability": 0.406005859375}, {"start": 317.13, "end": 317.43, "word": " neighbors", "probability": 0.7490234375}, {"start": 317.43, "end": 317.93, "word": " eight", "probability": 0.8115234375}, {"start": 317.93, "end": 318.33, "word": " tiles", "probability": 0.87548828125}, {"start": 318.33, "end": 318.97, "word": " اللي", "probability": 0.974365234375}, {"start": 318.97, "end": 319.23, "word": " هي", "probability": 0.89697265625}, {"start": 319.23, "end": 319.97, "word": " البلاطة", "probability": 0.98046875}, {"start": 319.97, "end": 320.83, "word": " الأولى،", "probability": 0.841552734375}, {"start": 320.83, "end": 321.19, "word": " تانية", "probability": 0.8284505208333334}, {"start": 321.19, "end": 321.43, "word": " أو", "probability": 0.80810546875}, {"start": 321.43, "end": 321.51, "word": " ال", "probability": 0.9287109375}, {"start": 321.51, "end": 321.69, "word": " tile", "probability": 0.873046875}, {"start": 321.69, "end": 322.65, "word": " التالتة،", "probability": 0.93828125}, {"start": 322.65, "end": 323.61, "word": " الرابعة،", "probability": 0.9705810546875}, {"start": 323.61, "end": 324.49, "word": " الخامسة،", "probability": 0.87939453125}, {"start": 324.49, "end": 325.27, "word": " السادسة،", "probability": 0.85185546875}, {"start": 325.27, "end": 325.91, "word": " السابعة،", "probability": 0.95556640625}, {"start": 325.91, "end": 326.71, "word": " تمانية،", "probability": 0.6044921875}, {"start": 326.71, "end": 326.93, "word": " كل", "probability": 0.9267578125}, {"start": 326.93, "end": 327.05, "word": " هما", "probability": 0.568359375}, {"start": 327.05, "end": 327.49, "word": " دولة", "probability": 0.8787434895833334}, {"start": 327.49, "end": 328.27, "word": " possible", "probability": 0.55908203125}, {"start": 328.27, "end": 329.25, "word": " كل", "probability": 0.8369140625}, {"start": 329.25, "end": 329.59, "word": " هدولة", "probability": 0.9229736328125}, {"start": 329.59, "end": 330.09, "word": " إمكانيات", "probability": 0.9494140625}, {"start": 330.09, "end": 330.53, "word": " ممكنة", "probability": 0.6664632161458334}, {"start": 330.53, "end": 331.21, "word": " ممكنين", "probability": 0.7903645833333334}], "temperature": 1.0}, {"id": 14, "seek": 35271, "start": 332.23, "end": 352.71, "text": "ممكنين للحركة، كويس، فإذا كل واحدة منهم المفروض نحسب لها ال H طيب ال H يعبارة عن .. عفوا ال F، ال F يعبارة عن H زائد G، نمسك واحدة واحدة ال H اتفقنا أن هي بين إيش؟ ال tile اللي هي ال successor و ال goal، نمسك هذه مثلا", "tokens": [2304, 43020, 9957, 24976, 5016, 31747, 3660, 12399, 9122, 45865, 3794, 12399, 6156, 28814, 15730, 28242, 36764, 24401, 3660, 9154, 16095, 9673, 5172, 32887, 11242, 8717, 5016, 35457, 5296, 11296, 2423, 389, 23032, 1829, 3555, 2423, 389, 37495, 3555, 9640, 3660, 18871, 4386, 6225, 5172, 14407, 2423, 479, 12399, 2423, 479, 37495, 3555, 9640, 3660, 18871, 389, 30767, 16373, 3215, 460, 12399, 8717, 2304, 3794, 4117, 36764, 24401, 3660, 36764, 24401, 3660, 2423, 389, 1975, 2655, 5172, 4587, 8315, 14739, 39896, 49374, 11933, 1829, 8592, 22807, 2423, 20590, 13672, 1829, 39896, 2423, 31864, 4032, 2423, 3387, 12399, 8717, 2304, 3794, 4117, 29538, 50113, 15040], "avg_logprob": -0.18407738208770752, "compression_ratio": 1.6318181818181818, "no_speech_prob": 3.2842159271240234e-05, "words": [{"start": 332.23, "end": 332.93, "word": "ممكنين", "probability": 0.9368489583333334}, {"start": 332.93, "end": 333.63, "word": " للحركة،", "probability": 0.872412109375}, {"start": 333.63, "end": 334.13, "word": " كويس،", "probability": 0.8670654296875}, {"start": 334.13, "end": 334.41, "word": " فإذا", "probability": 0.9070638020833334}, {"start": 334.41, "end": 334.65, "word": " كل", "probability": 0.93017578125}, {"start": 334.65, "end": 334.93, "word": " واحدة", "probability": 0.9853515625}, {"start": 334.93, "end": 335.31, "word": " منهم", "probability": 0.992919921875}, {"start": 335.31, "end": 335.71, "word": " المفروض", "probability": 0.966064453125}, {"start": 335.71, "end": 336.47, "word": " نحسب", "probability": 0.8365885416666666}, {"start": 336.47, "end": 336.89, "word": " لها", "probability": 0.65869140625}, {"start": 336.89, "end": 337.63, "word": " ال", "probability": 0.87646484375}, {"start": 337.63, "end": 337.91, "word": " H", "probability": 0.6494140625}, {"start": 337.91, "end": 339.17, "word": " طيب", "probability": 0.8592122395833334}, {"start": 339.17, "end": 339.51, "word": " ال", "probability": 0.89453125}, {"start": 339.51, "end": 339.73, "word": " H", "probability": 0.62841796875}, {"start": 339.73, "end": 340.15, "word": " يعبارة", "probability": 0.76123046875}, {"start": 340.15, "end": 340.35, "word": " عن", "probability": 0.97607421875}, {"start": 340.35, "end": 340.65, "word": " ..", "probability": 0.66064453125}, {"start": 340.65, "end": 340.95, "word": " عفوا", "probability": 0.7591145833333334}, {"start": 340.95, "end": 341.09, "word": " ال", "probability": 0.369873046875}, {"start": 341.09, "end": 341.59, "word": " F،", "probability": 0.7017822265625}, {"start": 341.59, "end": 341.71, "word": " ال", "probability": 0.9375}, {"start": 341.71, "end": 341.89, "word": " F", "probability": 0.994140625}, {"start": 341.89, "end": 342.27, "word": " يعبارة", "probability": 0.8345947265625}, {"start": 342.27, "end": 342.83, "word": " عن", "probability": 0.91943359375}, {"start": 342.83, "end": 343.13, "word": " H", "probability": 0.8447265625}, {"start": 343.13, "end": 343.63, "word": " زائد", "probability": 0.7267252604166666}, {"start": 343.63, "end": 344.25, "word": " G،", "probability": 0.8310546875}, {"start": 344.25, "end": 344.61, "word": " نمسك", "probability": 0.993408203125}, {"start": 344.61, "end": 344.85, "word": " واحدة", "probability": 0.9794921875}, {"start": 344.85, "end": 345.21, "word": " واحدة", "probability": 0.9752604166666666}, {"start": 345.21, "end": 345.61, "word": " ال", "probability": 0.7255859375}, {"start": 345.61, "end": 345.93, "word": " H", "probability": 0.98095703125}, {"start": 345.93, "end": 346.59, "word": " اتفقنا", "probability": 0.9099609375}, {"start": 346.59, "end": 346.75, "word": " أن", "probability": 0.406982421875}, {"start": 346.75, "end": 346.95, "word": " هي", "probability": 0.27001953125}, {"start": 346.95, "end": 347.17, "word": " بين", "probability": 0.921875}, {"start": 347.17, "end": 348.33, "word": " إيش؟", "probability": 0.831298828125}, {"start": 348.33, "end": 348.43, "word": " ال", "probability": 0.9521484375}, {"start": 348.43, "end": 349.17, "word": " tile", "probability": 0.447998046875}, {"start": 349.17, "end": 349.83, "word": " اللي", "probability": 0.799560546875}, {"start": 349.83, "end": 349.97, "word": " هي", "probability": 0.955078125}, {"start": 349.97, "end": 350.09, "word": " ال", "probability": 0.8359375}, {"start": 350.09, "end": 350.47, "word": " successor", "probability": 0.93212890625}, {"start": 350.47, "end": 351.05, "word": " و", "probability": 0.61962890625}, {"start": 351.05, "end": 351.35, "word": " ال", "probability": 0.951171875}, {"start": 351.35, "end": 351.85, "word": " goal،", "probability": 0.890380859375}, {"start": 351.85, "end": 352.17, "word": " نمسك", "probability": 0.993896484375}, {"start": 352.17, "end": 352.37, "word": " هذه", "probability": 0.92529296875}, {"start": 352.37, "end": 352.71, "word": " مثلا", "probability": 0.969970703125}], "temperature": 1.0}, {"id": 15, "seek": 38294, "start": 353.62, "end": 382.94, "text": "واحد او the first tile the first tile جدش بعيدة عن ال goal طبعا احنا قولنا heuristic بمعنى ان انا مش هاخد بالي ان في wall في النص او في جدار في النص مش هناخد بالنا لان هذا نفس الكلام برضه احنا طبقنا في ال roadmap بين المدن بدون ما اخد في بالي ان والله ممكن يكون في بحيرة في جبل في عوائق معينة بينهم لكن رسمنا خط مستقيم خالص طيب", "tokens": [14407, 24401, 1975, 2407, 264, 700, 20590, 264, 700, 20590, 10874, 3215, 8592, 45030, 25708, 3660, 18871, 2423, 3387, 23032, 3555, 3615, 995, 1975, 5016, 8315, 12174, 12610, 8315, 415, 374, 3142, 4724, 2304, 3615, 1863, 7578, 16472, 1975, 8315, 37893, 8032, 47283, 3215, 20666, 1829, 16472, 8978, 2929, 8978, 28239, 9381, 1975, 2407, 8978, 10874, 3215, 9640, 8978, 28239, 9381, 37893, 8032, 1863, 47283, 3215, 20666, 8315, 5296, 7649, 23758, 8717, 36178, 2423, 28820, 10943, 4724, 43042, 3224, 1975, 5016, 8315, 23032, 3555, 4587, 8315, 8978, 2423, 35738, 49374, 9673, 3215, 1863, 47525, 11536, 19446, 1975, 9778, 3215, 8978, 20666, 1829, 16472, 16070, 43761, 3714, 43020, 7251, 30544, 8978, 4724, 5016, 48923, 8978, 10874, 36150, 8978, 6225, 2407, 16373, 4587, 20449, 9957, 3660, 49374, 16095, 44381, 12602, 38251, 8315, 16490, 9566, 3714, 14851, 4587, 32640, 16490, 6027, 9381, 23032, 1829, 3555], "avg_logprob": -0.14466783883688333, "compression_ratio": 1.9211469534050178, "no_speech_prob": 0.0001767873764038086, "words": [{"start": 353.62, "end": 354.3, "word": "واحد", "probability": 0.6846923828125}, {"start": 354.3, "end": 354.98, "word": " او", "probability": 0.73193359375}, {"start": 354.98, "end": 356.12, "word": " the", "probability": 0.67919921875}, {"start": 356.12, "end": 356.48, "word": " first", "probability": 0.89697265625}, {"start": 356.48, "end": 357.16, "word": " tile", "probability": 0.935546875}, {"start": 357.16, "end": 357.98, "word": " the", "probability": 0.1895751953125}, {"start": 357.98, "end": 358.2, "word": " first", "probability": 0.92431640625}, {"start": 358.2, "end": 358.42, "word": " tile", "probability": 0.84912109375}, {"start": 358.42, "end": 358.7, "word": " جدش", "probability": 0.66064453125}, {"start": 358.7, "end": 359.1, "word": " بعيدة", "probability": 0.9371744791666666}, {"start": 359.1, "end": 359.3, "word": " عن", "probability": 0.9931640625}, {"start": 359.3, "end": 359.62, "word": " ال", "probability": 0.9326171875}, {"start": 359.62, "end": 359.92, "word": " goal", "probability": 0.9794921875}, {"start": 359.92, "end": 360.36, "word": " طبعا", "probability": 0.953857421875}, {"start": 360.36, "end": 360.48, "word": " احنا", "probability": 0.79833984375}, {"start": 360.48, "end": 360.68, "word": " قولنا", "probability": 0.7457682291666666}, {"start": 360.68, "end": 361.16, "word": " heuristic", "probability": 0.8763020833333334}, {"start": 361.16, "end": 361.98, "word": " بمعنى", "probability": 0.94853515625}, {"start": 361.98, "end": 362.12, "word": " ان", "probability": 0.86474609375}, {"start": 362.12, "end": 362.42, "word": " انا", "probability": 0.6536865234375}, {"start": 362.42, "end": 362.8, "word": " مش", "probability": 0.9521484375}, {"start": 362.8, "end": 363.16, "word": " هاخد", "probability": 0.9773763020833334}, {"start": 363.16, "end": 363.5, "word": " بالي", "probability": 0.911376953125}, {"start": 363.5, "end": 363.66, "word": " ان", "probability": 0.9248046875}, {"start": 363.66, "end": 363.94, "word": " في", "probability": 0.61865234375}, {"start": 363.94, "end": 364.88, "word": " wall", "probability": 0.85205078125}, {"start": 364.88, "end": 365.06, "word": " في", "probability": 0.7705078125}, {"start": 365.06, "end": 365.38, "word": " النص", "probability": 0.948486328125}, {"start": 365.38, "end": 366.52, "word": " او", "probability": 0.926513671875}, {"start": 366.52, "end": 366.66, "word": " في", "probability": 0.9462890625}, {"start": 366.66, "end": 367.0, "word": " جدار", "probability": 0.9658203125}, {"start": 367.0, "end": 367.12, "word": " في", "probability": 0.97998046875}, {"start": 367.12, "end": 367.48, "word": " النص", "probability": 0.98193359375}, {"start": 367.48, "end": 368.04, "word": " مش", "probability": 0.84912109375}, {"start": 368.04, "end": 368.38, "word": " هناخد", "probability": 0.86077880859375}, {"start": 368.38, "end": 368.74, "word": " بالنا", "probability": 0.960205078125}, {"start": 368.74, "end": 369.18, "word": " لان", "probability": 0.716552734375}, {"start": 369.18, "end": 369.38, "word": " هذا", "probability": 0.82763671875}, {"start": 369.38, "end": 369.6, "word": " نفس", "probability": 0.98681640625}, {"start": 369.6, "end": 369.96, "word": " الكلام", "probability": 0.9833984375}, {"start": 369.96, "end": 370.16, "word": " برضه", "probability": 0.9405924479166666}, {"start": 370.16, "end": 370.32, "word": " احنا", "probability": 0.9401041666666666}, {"start": 370.32, "end": 370.9, "word": " طبقنا", "probability": 0.9844970703125}, {"start": 370.9, "end": 371.5, "word": " في", "probability": 0.94287109375}, {"start": 371.5, "end": 371.7, "word": " ال", "probability": 0.74658203125}, {"start": 371.7, "end": 372.06, "word": " roadmap", "probability": 0.61328125}, {"start": 372.06, "end": 372.74, "word": " بين", "probability": 0.9873046875}, {"start": 372.74, "end": 373.18, "word": " المدن", "probability": 0.9959309895833334}, {"start": 373.18, "end": 373.52, "word": " بدون", "probability": 0.987548828125}, {"start": 373.52, "end": 373.66, "word": " ما", "probability": 0.85888671875}, {"start": 373.66, "end": 373.92, "word": " اخد", "probability": 0.8678385416666666}, {"start": 373.92, "end": 374.06, "word": " في", "probability": 0.8076171875}, {"start": 374.06, "end": 374.34, "word": " بالي", "probability": 0.9814453125}, {"start": 374.34, "end": 374.48, "word": " ان", "probability": 0.9296875}, {"start": 374.48, "end": 374.74, "word": " والله", "probability": 0.6392822265625}, {"start": 374.74, "end": 375.08, "word": " ممكن", "probability": 0.81396484375}, {"start": 375.08, "end": 375.32, "word": " يكون", "probability": 0.984375}, {"start": 375.32, "end": 375.54, "word": " في", "probability": 0.9501953125}, {"start": 375.54, "end": 376.68, "word": " بحيرة", "probability": 0.9827473958333334}, {"start": 376.68, "end": 377.04, "word": " في", "probability": 0.89404296875}, {"start": 377.04, "end": 377.86, "word": " جبل", "probability": 0.9912109375}, {"start": 377.86, "end": 378.24, "word": " في", "probability": 0.9716796875}, {"start": 378.24, "end": 379.02, "word": " عوائق", "probability": 0.8795166015625}, {"start": 379.02, "end": 379.68, "word": " معينة", "probability": 0.9920247395833334}, {"start": 379.68, "end": 380.28, "word": " بينهم", "probability": 0.982421875}, {"start": 380.28, "end": 380.54, "word": " لكن", "probability": 0.9365234375}, {"start": 380.54, "end": 381.16, "word": " رسمنا", "probability": 0.9783528645833334}, {"start": 381.16, "end": 381.28, "word": " خط", "probability": 0.989501953125}, {"start": 381.28, "end": 381.72, "word": " مستقيم", "probability": 0.97607421875}, {"start": 381.72, "end": 382.06, "word": " خالص", "probability": 0.7726236979166666}, {"start": 382.06, "end": 382.94, "word": " طيب", "probability": 0.93505859375}], "temperature": 1.0}, {"id": 16, "seek": 41134, "start": 383.74, "end": 411.34, "text": "هنا ممكن اقول واحد اتنين تلاتة اربعة خمسة ستة فإذا أصبحت بالنسبالي في عندى ست خطوات as a heuristic data او heuristic distance بين ال tile one to goal ل ال goal كويس مبدأيا بنكون قادرنا فعلا نحسب ال H ال G واضح جدا انه هقول", "tokens": [3224, 8315, 3714, 43020, 1975, 39648, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 1975, 25513, 27884, 16490, 2304, 3794, 3660, 8608, 2655, 3660, 6156, 28814, 15730, 5551, 9381, 3555, 33753, 20666, 1863, 35457, 6027, 1829, 8978, 43242, 7578, 8608, 2655, 16490, 9566, 2407, 9307, 382, 257, 415, 374, 3142, 1412, 1975, 2407, 415, 374, 3142, 4560, 49374, 2423, 20590, 472, 281, 3387, 5296, 2423, 3387, 9122, 45865, 3794, 3714, 44510, 10721, 25528, 44945, 30544, 12174, 18513, 2288, 8315, 6156, 3615, 15040, 8717, 5016, 35457, 2423, 389, 2423, 460, 4032, 46958, 5016, 10874, 28259, 16472, 3224, 8032, 39648], "avg_logprob": -0.18564356435643564, "compression_ratio": 1.5422222222222222, "no_speech_prob": 0.0, "words": [{"start": 383.74, "end": 384.1, "word": "هنا", "probability": 0.81787109375}, {"start": 384.1, "end": 384.48, "word": " ممكن", "probability": 0.9326171875}, {"start": 384.48, "end": 384.76, "word": " اقول", "probability": 0.7578125}, {"start": 384.76, "end": 385.3, "word": " واحد", "probability": 0.719482421875}, {"start": 385.3, "end": 385.92, "word": " اتنين", "probability": 0.9569091796875}, {"start": 385.92, "end": 386.66, "word": " تلاتة", "probability": 0.935546875}, {"start": 386.66, "end": 387.24, "word": " اربعة", "probability": 0.8499348958333334}, {"start": 387.24, "end": 387.92, "word": " خمسة", "probability": 0.9580078125}, {"start": 387.92, "end": 389.1, "word": " ستة", "probability": 0.9542643229166666}, {"start": 389.1, "end": 390.58, "word": " فإذا", "probability": 0.8221028645833334}, {"start": 390.58, "end": 391.04, "word": " أصبحت", "probability": 0.8719482421875}, {"start": 391.04, "end": 391.72, "word": " بالنسبالي", "probability": 0.99013671875}, {"start": 391.72, "end": 392.02, "word": " في", "probability": 0.90869140625}, {"start": 392.02, "end": 392.3, "word": " عندى", "probability": 0.348388671875}, {"start": 392.3, "end": 392.56, "word": " ست", "probability": 0.928955078125}, {"start": 392.56, "end": 393.62, "word": " خطوات", "probability": 0.986328125}, {"start": 393.62, "end": 394.12, "word": " as", "probability": 0.7060546875}, {"start": 394.12, "end": 394.24, "word": " a", "probability": 0.9404296875}, {"start": 394.24, "end": 394.8, "word": " heuristic", "probability": 0.9420572916666666}, {"start": 394.8, "end": 396.1, "word": " data", "probability": 0.82177734375}, {"start": 396.1, "end": 396.32, "word": " او", "probability": 0.847412109375}, {"start": 396.32, "end": 397.46, "word": " heuristic", "probability": 0.84033203125}, {"start": 397.46, "end": 398.2, "word": " distance", "probability": 0.90625}, {"start": 398.2, "end": 398.88, "word": " بين", "probability": 0.94189453125}, {"start": 398.88, "end": 399.92, "word": " ال", "probability": 0.94775390625}, {"start": 399.92, "end": 400.32, "word": " tile", "probability": 0.80810546875}, {"start": 400.32, "end": 400.72, "word": " one", "probability": 0.7451171875}, {"start": 400.72, "end": 401.48, "word": " to", "probability": 0.8408203125}, {"start": 401.48, "end": 401.8, "word": " goal", "probability": 0.95361328125}, {"start": 401.8, "end": 402.66, "word": " ل", "probability": 0.348388671875}, {"start": 402.66, "end": 402.9, "word": " ال", "probability": 0.495361328125}, {"start": 402.9, "end": 403.16, "word": " goal", "probability": 0.99365234375}, {"start": 403.16, "end": 403.84, "word": " كويس", "probability": 0.800537109375}, {"start": 403.84, "end": 405.34, "word": " مبدأيا", "probability": 0.796630859375}, {"start": 405.34, "end": 406.3, "word": " بنكون", "probability": 0.802001953125}, {"start": 406.3, "end": 406.66, "word": " قادرنا", "probability": 0.779541015625}, {"start": 406.66, "end": 406.92, "word": " فعلا", "probability": 0.9326171875}, {"start": 406.92, "end": 407.26, "word": " نحسب", "probability": 0.9088541666666666}, {"start": 407.26, "end": 407.42, "word": " ال", "probability": 0.9814453125}, {"start": 407.42, "end": 407.62, "word": " H", "probability": 0.370361328125}, {"start": 407.62, "end": 408.3, "word": " ال", "probability": 0.8017578125}, {"start": 408.3, "end": 409.0, "word": " G", "probability": 0.38818359375}, {"start": 409.0, "end": 409.9, "word": " واضح", "probability": 0.9803059895833334}, {"start": 409.9, "end": 410.4, "word": " جدا", "probability": 0.997802734375}, {"start": 410.4, "end": 410.92, "word": " انه", "probability": 0.83544921875}, {"start": 410.92, "end": 411.34, "word": " هقول", "probability": 0.74365234375}], "temperature": 1.0}, {"id": 17, "seek": 43606, "start": 412.12, "end": 436.06, "text": "الـ Start لـ Tile 1 برضه جدش هتكلف هذه المسافة و اللي واضح ان هي ماشية بشكل قطري المسافة اللي هنا اللي ماشية بشكل قطري طيب .. الآن فهمنا الألية جدش بدي أقيم كل حركة من الحركات هذه عشان نبدأ نقيمهم بدي أمسك البلاطة هنا مثلا هذه حركتها", "tokens": [6027, 39184, 6481, 5296, 39184, 314, 794, 502, 4724, 43042, 3224, 10874, 3215, 8592, 8032, 2655, 28820, 5172, 29538, 9673, 3794, 31845, 3660, 4032, 13672, 1829, 4032, 46958, 5016, 16472, 39896, 3714, 33599, 10632, 4724, 8592, 28820, 12174, 9566, 16572, 9673, 3794, 31845, 3660, 13672, 1829, 34105, 13672, 1829, 3714, 33599, 10632, 4724, 8592, 28820, 12174, 9566, 16572, 23032, 1829, 3555, 4386, 6024, 48506, 6156, 16095, 8315, 16247, 1211, 10632, 10874, 3215, 8592, 4724, 16254, 5551, 4587, 32640, 28242, 11331, 31747, 3660, 9154, 21542, 31747, 9307, 29538, 6225, 8592, 7649, 8717, 44510, 10721, 8717, 4587, 32640, 16095, 4724, 16254, 5551, 2304, 3794, 4117, 29739, 1211, 41193, 3660, 34105, 50113, 15040, 29538, 11331, 31747, 2655, 11296], "avg_logprob": -0.17914870111592884, "compression_ratio": 1.919811320754717, "no_speech_prob": 7.092952728271484e-06, "words": [{"start": 412.12, "end": 412.5, "word": "الـ", "probability": 0.5924072265625}, {"start": 412.5, "end": 413.04, "word": " Start", "probability": 0.33642578125}, {"start": 413.04, "end": 415.32, "word": " لـ", "probability": 0.7587890625}, {"start": 415.32, "end": 415.66, "word": " Tile", "probability": 0.5982666015625}, {"start": 415.66, "end": 415.96, "word": " 1", "probability": 0.716796875}, {"start": 415.96, "end": 417.44, "word": " برضه", "probability": 0.8367513020833334}, {"start": 417.44, "end": 417.72, "word": " جدش", "probability": 0.6422526041666666}, {"start": 417.72, "end": 418.54, "word": " هتكلف", "probability": 0.94775390625}, {"start": 418.54, "end": 419.0, "word": " هذه", "probability": 0.96337890625}, {"start": 419.0, "end": 419.62, "word": " المسافة", "probability": 0.9893798828125}, {"start": 419.62, "end": 419.88, "word": " و", "probability": 0.51806640625}, {"start": 419.88, "end": 419.96, "word": " اللي", "probability": 0.6923828125}, {"start": 419.96, "end": 420.2, "word": " واضح", "probability": 0.9832356770833334}, {"start": 420.2, "end": 420.32, "word": " ان", "probability": 0.439208984375}, {"start": 420.32, "end": 420.44, "word": " هي", "probability": 0.52978515625}, {"start": 420.44, "end": 420.86, "word": " ماشية", "probability": 0.9661458333333334}, {"start": 420.86, "end": 421.44, "word": " بشكل", "probability": 0.990234375}, {"start": 421.44, "end": 421.88, "word": " قطري", "probability": 0.9573567708333334}, {"start": 421.88, "end": 422.92, "word": " المسافة", "probability": 0.9130859375}, {"start": 422.92, "end": 423.02, "word": " اللي", "probability": 0.95751953125}, {"start": 423.02, "end": 423.18, "word": " هنا", "probability": 0.9111328125}, {"start": 423.18, "end": 423.32, "word": " اللي", "probability": 0.904296875}, {"start": 423.32, "end": 423.52, "word": " ماشية", "probability": 0.93505859375}, {"start": 423.52, "end": 423.88, "word": " بشكل", "probability": 0.98828125}, {"start": 423.88, "end": 424.66, "word": " قطري", "probability": 0.98583984375}, {"start": 424.66, "end": 425.98, "word": " طيب", "probability": 0.9391276041666666}, {"start": 425.98, "end": 426.26, "word": " ..", "probability": 0.29248046875}, {"start": 426.26, "end": 426.7, "word": " الآن", "probability": 0.609375}, {"start": 426.7, "end": 427.64, "word": " فهمنا", "probability": 0.7764485677083334}, {"start": 427.64, "end": 428.28, "word": " الألية", "probability": 0.7076822916666666}, {"start": 428.28, "end": 429.04, "word": " جدش", "probability": 0.9503580729166666}, {"start": 429.04, "end": 429.26, "word": " بدي", "probability": 0.87109375}, {"start": 429.26, "end": 429.7, "word": " أقيم", "probability": 0.8245442708333334}, {"start": 429.7, "end": 429.96, "word": " كل", "probability": 0.98974609375}, {"start": 429.96, "end": 430.3, "word": " حركة", "probability": 0.9954427083333334}, {"start": 430.3, "end": 430.4, "word": " من", "probability": 0.99658203125}, {"start": 430.4, "end": 430.86, "word": " الحركات", "probability": 0.97705078125}, {"start": 430.86, "end": 431.12, "word": " هذه", "probability": 0.88916015625}, {"start": 431.12, "end": 431.8, "word": " عشان", "probability": 0.9733072916666666}, {"start": 431.8, "end": 432.0, "word": " نبدأ", "probability": 0.7771809895833334}, {"start": 432.0, "end": 432.56, "word": " نقيمهم", "probability": 0.90576171875}, {"start": 432.56, "end": 433.06, "word": " بدي", "probability": 0.827880859375}, {"start": 433.06, "end": 433.42, "word": " أمسك", "probability": 0.9349365234375}, {"start": 433.42, "end": 433.9, "word": " البلاطة", "probability": 0.913330078125}, {"start": 433.9, "end": 434.18, "word": " هنا", "probability": 0.89599609375}, {"start": 434.18, "end": 434.8, "word": " مثلا", "probability": 0.976318359375}, {"start": 434.8, "end": 435.06, "word": " هذه", "probability": 0.56494140625}, {"start": 435.06, "end": 436.06, "word": " حركتها", "probability": 0.992431640625}], "temperature": 1.0}, {"id": 18, "seek": 46238, "start": 437.04, "end": 462.38, "text": "الأفقية أو الرأسية سواء بتكلم vertical او horizontal جدش بتكلفني هقول انه هتكلفني نقلة واحدة واحد و هنا هتكلفني نقلة واحدة واحد لكن قطري جدش هتكلف المفروض انه مش هتكلف واحد هتكلف اكتر شوية من الواحد جدش بالظبط هتشوف عشان انتقل قطريا من", "tokens": [6027, 10721, 5172, 4587, 10632, 34051, 34892, 10721, 3794, 10632, 8608, 2407, 16606, 39894, 4117, 19528, 9429, 1975, 2407, 12750, 10874, 3215, 8592, 39894, 28820, 5172, 22653, 8032, 39648, 16472, 3224, 8032, 2655, 28820, 5172, 22653, 8717, 4587, 37977, 36764, 24401, 3660, 36764, 24401, 4032, 34105, 8032, 2655, 28820, 5172, 22653, 8717, 4587, 37977, 36764, 24401, 3660, 36764, 24401, 44381, 12174, 9566, 16572, 10874, 3215, 8592, 8032, 2655, 28820, 5172, 9673, 5172, 32887, 11242, 16472, 3224, 37893, 8032, 2655, 28820, 5172, 36764, 24401, 8032, 2655, 28820, 5172, 1975, 4117, 2655, 2288, 13412, 2407, 10632, 9154, 2423, 14407, 24401, 10874, 3215, 8592, 20666, 19913, 3555, 9566, 8032, 2655, 8592, 38688, 6225, 8592, 7649, 16472, 2655, 4587, 1211, 12174, 9566, 16572, 995, 9154], "avg_logprob": -0.1202612720185616, "compression_ratio": 2.0398009950248754, "no_speech_prob": 2.086162567138672e-06, "words": [{"start": 437.04, "end": 437.84, "word": "الأفقية", "probability": 0.89453125}, {"start": 437.84, "end": 438.28, "word": " أو", "probability": 0.88134765625}, {"start": 438.28, "end": 439.46, "word": " الرأسية", "probability": 0.9842529296875}, {"start": 439.46, "end": 440.02, "word": " سواء", "probability": 0.9168294270833334}, {"start": 440.02, "end": 440.42, "word": " بتكلم", "probability": 0.77392578125}, {"start": 440.42, "end": 441.28, "word": " vertical", "probability": 0.6279296875}, {"start": 441.28, "end": 441.96, "word": " او", "probability": 0.6585693359375}, {"start": 441.96, "end": 442.84, "word": " horizontal", "probability": 0.78662109375}, {"start": 442.84, "end": 443.76, "word": " جدش", "probability": 0.70556640625}, {"start": 443.76, "end": 444.42, "word": " بتكلفني", "probability": 0.9339599609375}, {"start": 444.42, "end": 444.74, "word": " هقول", "probability": 0.6094970703125}, {"start": 444.74, "end": 444.92, "word": " انه", "probability": 0.572998046875}, {"start": 444.92, "end": 445.52, "word": " هتكلفني", "probability": 0.95693359375}, {"start": 445.52, "end": 445.9, "word": " نقلة", "probability": 0.9715169270833334}, {"start": 445.9, "end": 446.98, "word": " واحدة", "probability": 0.9200846354166666}, {"start": 446.98, "end": 447.48, "word": " واحد", "probability": 0.826904296875}, {"start": 447.48, "end": 447.58, "word": " و", "probability": 0.50390625}, {"start": 447.58, "end": 447.7, "word": " هنا", "probability": 0.6943359375}, {"start": 447.7, "end": 448.24, "word": " هتكلفني", "probability": 0.96474609375}, {"start": 448.24, "end": 448.52, "word": " نقلة", "probability": 0.9864908854166666}, {"start": 448.52, "end": 449.44, "word": " واحدة", "probability": 0.9923502604166666}, {"start": 449.44, "end": 449.96, "word": " واحد", "probability": 0.9052734375}, {"start": 449.96, "end": 451.26, "word": " لكن", "probability": 0.8203125}, {"start": 451.26, "end": 452.18, "word": " قطري", "probability": 0.7847493489583334}, {"start": 452.18, "end": 453.0, "word": " جدش", "probability": 0.9754231770833334}, {"start": 453.0, "end": 453.68, "word": " هتكلف", "probability": 0.9871826171875}, {"start": 453.68, "end": 454.98, "word": " المفروض", "probability": 0.9927978515625}, {"start": 454.98, "end": 455.12, "word": " انه", "probability": 0.890625}, {"start": 455.12, "end": 455.22, "word": " مش", "probability": 0.95556640625}, {"start": 455.22, "end": 455.7, "word": " هتكلف", "probability": 0.98876953125}, {"start": 455.7, "end": 456.02, "word": " واحد", "probability": 0.992919921875}, {"start": 456.02, "end": 456.44, "word": " هتكلف", "probability": 0.9150390625}, {"start": 456.44, "end": 456.78, "word": " اكتر", "probability": 0.91650390625}, {"start": 456.78, "end": 457.06, "word": " شوية", "probability": 0.8972981770833334}, {"start": 457.06, "end": 457.18, "word": " من", "probability": 0.99169921875}, {"start": 457.18, "end": 457.56, "word": " الواحد", "probability": 0.9674479166666666}, {"start": 457.56, "end": 458.2, "word": " جدش", "probability": 0.9811197916666666}, {"start": 458.2, "end": 458.78, "word": " بالظبط", "probability": 0.99365234375}, {"start": 458.78, "end": 459.72, "word": " هتشوف", "probability": 0.9434814453125}, {"start": 459.72, "end": 460.2, "word": " عشان", "probability": 0.97412109375}, {"start": 460.2, "end": 460.8, "word": " انتقل", "probability": 0.83160400390625}, {"start": 460.8, "end": 462.16, "word": " قطريا", "probability": 0.954345703125}, {"start": 462.16, "end": 462.38, "word": " من", "probability": 0.966796875}], "temperature": 1.0}, {"id": 19, "seek": 47939, "start": 463.69, "end": 479.39, "text": "هنا، لا هنا، أنا محتاج أعمل نقلة و كمان نقلة، فإذا واحد و واحد، مبدأياً أجدش صار، و هذا طبعا إيش؟ قائم، قائم انتقلت من حركة vertical to horizontal", "tokens": [3224, 8315, 12399, 20193, 34105, 12399, 41850, 3714, 33753, 26108, 5551, 25957, 1211, 8717, 4587, 37977, 4032, 9122, 2304, 7649, 8717, 4587, 37977, 12399, 6156, 28814, 15730, 36764, 24401, 4032, 36764, 24401, 12399, 3714, 44510, 10721, 25528, 14111, 5551, 7435, 3215, 8592, 20328, 9640, 12399, 4032, 23758, 23032, 3555, 3615, 995, 11933, 1829, 8592, 22807, 12174, 16373, 2304, 12399, 12174, 16373, 2304, 16472, 2655, 4587, 1211, 2655, 9154, 11331, 31747, 3660, 9429, 281, 12750], "avg_logprob": -0.1711458392937978, "compression_ratio": 1.4610778443113772, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 463.69, "end": 464.19, "word": "هنا،", "probability": 0.7421875}, {"start": 464.19, "end": 464.41, "word": " لا", "probability": 0.74072265625}, {"start": 464.41, "end": 465.11, "word": " هنا،", "probability": 0.836669921875}, {"start": 465.11, "end": 465.25, "word": " أنا", "probability": 0.6904296875}, {"start": 465.25, "end": 465.59, "word": " محتاج", "probability": 0.9879557291666666}, {"start": 465.59, "end": 465.97, "word": " أعمل", "probability": 0.93505859375}, {"start": 465.97, "end": 466.65, "word": " نقلة", "probability": 0.9816080729166666}, {"start": 466.65, "end": 467.63, "word": " و", "probability": 0.86083984375}, {"start": 467.63, "end": 467.93, "word": " كمان", "probability": 0.796142578125}, {"start": 467.93, "end": 468.75, "word": " نقلة،", "probability": 0.946044921875}, {"start": 468.75, "end": 469.01, "word": " فإذا", "probability": 0.94384765625}, {"start": 469.01, "end": 469.55, "word": " واحد", "probability": 0.981201171875}, {"start": 469.55, "end": 469.75, "word": " و", "probability": 0.6171875}, {"start": 469.75, "end": 470.55, "word": " واحد،", "probability": 0.8566080729166666}, {"start": 470.55, "end": 471.09, "word": " مبدأياً", "probability": 0.7296875}, {"start": 471.09, "end": 471.39, "word": " أجدش", "probability": 0.64794921875}, {"start": 471.39, "end": 472.97, "word": " صار،", "probability": 0.8234049479166666}, {"start": 472.97, "end": 473.25, "word": " و", "probability": 0.416015625}, {"start": 473.25, "end": 473.41, "word": " هذا", "probability": 0.7607421875}, {"start": 473.41, "end": 473.75, "word": " طبعا", "probability": 0.9952392578125}, {"start": 473.75, "end": 474.65, "word": " إيش؟", "probability": 0.80181884765625}, {"start": 474.65, "end": 476.13, "word": " قائم،", "probability": 0.9449462890625}, {"start": 476.13, "end": 476.49, "word": " قائم", "probability": 0.9781901041666666}, {"start": 476.49, "end": 477.15, "word": " انتقلت", "probability": 0.97158203125}, {"start": 477.15, "end": 477.31, "word": " من", "probability": 0.99755859375}, {"start": 477.31, "end": 477.83, "word": " حركة", "probability": 0.9951171875}, {"start": 477.83, "end": 478.55, "word": " vertical", "probability": 0.85888671875}, {"start": 478.55, "end": 478.95, "word": " to", "probability": 0.9833984375}, {"start": 478.95, "end": 479.39, "word": " horizontal", "probability": 0.8798828125}], "temperature": 1.0}, {"id": 20, "seek": 50189, "start": 480.29, "end": 501.89, "text": "شيء ف automatically هصير و بتكلم عن هنا واحد زائد واحد تحت الجذر بمعنى واحد تربيع زائد واحد تربيع تحت الجذر فبتكلم عن تربيع او اتنين جذر اتنين او root of two يعني تقريبا واحد فاصلة اربعة واحد فاصلة اربعة طيب", "tokens": [8592, 1829, 38207, 6156, 6772, 8032, 9381, 13546, 4032, 39894, 4117, 19528, 18871, 34105, 36764, 24401, 30767, 16373, 3215, 36764, 24401, 6055, 33753, 25724, 8848, 2288, 4724, 2304, 3615, 1863, 7578, 36764, 24401, 6055, 2288, 21292, 3615, 30767, 16373, 3215, 36764, 24401, 6055, 2288, 21292, 3615, 6055, 33753, 25724, 8848, 2288, 6156, 3555, 2655, 4117, 19528, 18871, 6055, 2288, 21292, 3615, 1975, 2407, 1975, 2655, 1863, 9957, 10874, 8848, 2288, 1975, 2655, 1863, 9957, 1975, 2407, 5593, 295, 732, 37495, 22653, 6055, 4587, 16572, 3555, 995, 36764, 24401, 6156, 33546, 37977, 1975, 25513, 27884, 36764, 24401, 6156, 33546, 37977, 1975, 25513, 27884, 23032, 1829, 3555], "avg_logprob": -0.1126916284831065, "compression_ratio": 1.9887005649717515, "no_speech_prob": 2.7418136596679688e-06, "words": [{"start": 480.29, "end": 480.91, "word": "شيء", "probability": 0.48583984375}, {"start": 480.91, "end": 481.23, "word": " ف", "probability": 0.943359375}, {"start": 481.23, "end": 481.73, "word": " automatically", "probability": 0.416259765625}, {"start": 481.73, "end": 482.59, "word": " هصير", "probability": 0.8583984375}, {"start": 482.59, "end": 482.67, "word": " و", "probability": 0.5986328125}, {"start": 482.67, "end": 483.05, "word": " بتكلم", "probability": 0.9423828125}, {"start": 483.05, "end": 483.31, "word": " عن", "probability": 0.98828125}, {"start": 483.31, "end": 483.57, "word": " هنا", "probability": 0.98095703125}, {"start": 483.57, "end": 484.35, "word": " واحد", "probability": 0.970703125}, {"start": 484.35, "end": 484.79, "word": " زائد", "probability": 0.9490559895833334}, {"start": 484.79, "end": 485.23, "word": " واحد", "probability": 0.989501953125}, {"start": 485.23, "end": 485.57, "word": " تحت", "probability": 0.994140625}, {"start": 485.57, "end": 485.95, "word": " الجذر", "probability": 0.9464518229166666}, {"start": 485.95, "end": 486.39, "word": " بمعنى", "probability": 0.93642578125}, {"start": 486.39, "end": 486.63, "word": " واحد", "probability": 0.950927734375}, {"start": 486.63, "end": 486.95, "word": " تربيع", "probability": 0.80731201171875}, {"start": 486.95, "end": 487.21, "word": " زائد", "probability": 0.9724934895833334}, {"start": 487.21, "end": 487.39, "word": " واحد", "probability": 0.97509765625}, {"start": 487.39, "end": 487.89, "word": " تربيع", "probability": 0.902587890625}, {"start": 487.89, "end": 488.35, "word": " تحت", "probability": 0.9951171875}, {"start": 488.35, "end": 488.77, "word": " الجذر", "probability": 0.9825846354166666}, {"start": 488.77, "end": 489.41, "word": " فبتكلم", "probability": 0.956640625}, {"start": 489.41, "end": 489.71, "word": " عن", "probability": 0.9912109375}, {"start": 489.71, "end": 490.79, "word": " تربيع", "probability": 0.9654541015625}, {"start": 490.79, "end": 491.15, "word": " او", "probability": 0.9501953125}, {"start": 491.15, "end": 491.61, "word": " اتنين", "probability": 0.9630126953125}, {"start": 491.61, "end": 493.77, "word": " جذر", "probability": 0.8291015625}, {"start": 493.77, "end": 494.19, "word": " اتنين", "probability": 0.98291015625}, {"start": 494.19, "end": 495.13, "word": " او", "probability": 0.89794921875}, {"start": 495.13, "end": 495.47, "word": " root", "probability": 0.841796875}, {"start": 495.47, "end": 495.65, "word": " of", "probability": 0.98193359375}, {"start": 495.65, "end": 495.95, "word": " two", "probability": 0.92041015625}, {"start": 495.95, "end": 497.43, "word": " يعني", "probability": 0.9140625}, {"start": 497.43, "end": 498.03, "word": " تقريبا", "probability": 0.9927734375}, {"start": 498.03, "end": 498.35, "word": " واحد", "probability": 0.951416015625}, {"start": 498.35, "end": 498.73, "word": " فاصلة", "probability": 0.9334309895833334}, {"start": 498.73, "end": 499.17, "word": " اربعة", "probability": 0.8946940104166666}, {"start": 499.17, "end": 500.49, "word": " واحد", "probability": 0.6978759765625}, {"start": 500.49, "end": 500.75, "word": " فاصلة", "probability": 0.984375}, {"start": 500.75, "end": 501.09, "word": " اربعة", "probability": 0.9430338541666666}, {"start": 501.09, "end": 501.89, "word": " طيب", "probability": 0.9208984375}], "temperature": 1.0}, {"id": 21, "seek": 52551, "start": 502.67, "end": 525.51, "text": "عشان أنحل بس جزئية الفواصل، بدي أفترض إنه هضربهم كلهم في gene معين، بحيث إن الكون عشرات، فهذه تصبح أربعتاش وخلاص، فهقول إن كل حركة هضربها في scale عشرة، فهتصبح هذه هي عشرة، وهذه هي عشرة، أصبح automatic هنا جذر المية، جذر 200", "tokens": [3615, 8592, 7649, 14739, 5016, 1211, 4724, 3794, 10874, 11622, 19986, 10632, 27188, 2407, 33546, 1211, 12399, 4724, 16254, 5551, 5172, 2655, 43042, 36145, 3224, 8032, 11242, 25513, 16095, 28242, 16095, 8978, 12186, 20449, 9957, 12399, 4724, 5016, 1829, 12984, 36145, 2423, 30544, 6225, 46309, 9307, 12399, 6156, 3224, 24192, 6055, 9381, 49628, 5551, 25513, 34268, 33599, 4032, 9778, 1211, 33546, 12399, 6156, 3224, 39648, 36145, 28242, 11331, 31747, 3660, 8032, 11242, 25513, 11296, 8978, 4373, 6225, 8592, 25720, 12399, 6156, 3224, 2655, 9381, 49628, 29538, 39896, 6225, 8592, 25720, 12399, 37037, 24192, 39896, 6225, 8592, 25720, 12399, 5551, 9381, 49628, 12509, 34105, 10874, 8848, 2288, 9673, 10632, 12399, 10874, 8848, 2288, 2331], "avg_logprob": -0.18928180059842897, "compression_ratio": 1.7035398230088497, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 502.67, "end": 503.27, "word": "عشان", "probability": 0.97998046875}, {"start": 503.27, "end": 503.99, "word": " أنحل", "probability": 0.7405598958333334}, {"start": 503.99, "end": 504.35, "word": " بس", "probability": 0.862060546875}, {"start": 504.35, "end": 504.93, "word": " جزئية", "probability": 0.825439453125}, {"start": 504.93, "end": 505.61, "word": " الفواصل،", "probability": 0.838330078125}, {"start": 505.61, "end": 505.79, "word": " بدي", "probability": 0.74658203125}, {"start": 505.79, "end": 506.13, "word": " أفترض", "probability": 0.919189453125}, {"start": 506.13, "end": 506.31, "word": " إنه", "probability": 0.5245361328125}, {"start": 506.31, "end": 506.65, "word": " هضربهم", "probability": 0.9420166015625}, {"start": 506.65, "end": 506.93, "word": " كلهم", "probability": 0.951171875}, {"start": 506.93, "end": 507.09, "word": " في", "probability": 0.97412109375}, {"start": 507.09, "end": 507.25, "word": " gene", "probability": 0.275634765625}, {"start": 507.25, "end": 508.57, "word": " معين،", "probability": 0.6914876302083334}, {"start": 508.57, "end": 508.83, "word": " بحيث", "probability": 0.9464111328125}, {"start": 508.83, "end": 508.93, "word": " إن", "probability": 0.60791015625}, {"start": 508.93, "end": 509.15, "word": " الكون", "probability": 0.798828125}, {"start": 509.15, "end": 509.99, "word": " عشرات،", "probability": 0.917724609375}, {"start": 509.99, "end": 510.19, "word": " فهذه", "probability": 0.7890625}, {"start": 510.19, "end": 510.51, "word": " تصبح", "probability": 0.9873046875}, {"start": 510.51, "end": 510.97, "word": " أربعتاش", "probability": 0.71234130859375}, {"start": 510.97, "end": 512.07, "word": " وخلاص،", "probability": 0.833203125}, {"start": 512.07, "end": 512.49, "word": " فهقول", "probability": 0.9397786458333334}, {"start": 512.49, "end": 513.01, "word": " إن", "probability": 0.8828125}, {"start": 513.01, "end": 513.47, "word": " كل", "probability": 0.83837890625}, {"start": 513.47, "end": 514.57, "word": " حركة", "probability": 0.99658203125}, {"start": 514.57, "end": 515.45, "word": " هضربها", "probability": 0.9620361328125}, {"start": 515.45, "end": 515.55, "word": " في", "probability": 0.96875}, {"start": 515.55, "end": 515.91, "word": " scale", "probability": 0.76953125}, {"start": 515.91, "end": 517.17, "word": " عشرة،", "probability": 0.8997802734375}, {"start": 517.17, "end": 517.69, "word": " فهتصبح", "probability": 0.9455078125}, {"start": 517.69, "end": 517.95, "word": " هذه", "probability": 0.67626953125}, {"start": 517.95, "end": 518.09, "word": " هي", "probability": 0.60302734375}, {"start": 518.09, "end": 518.95, "word": " عشرة،", "probability": 0.7308349609375}, {"start": 518.95, "end": 519.35, "word": " وهذه", "probability": 0.7294921875}, {"start": 519.35, "end": 519.57, "word": " هي", "probability": 0.96337890625}, {"start": 519.57, "end": 521.25, "word": " عشرة،", "probability": 0.930419921875}, {"start": 521.25, "end": 521.55, "word": " أصبح", "probability": 0.9794921875}, {"start": 521.55, "end": 521.93, "word": " automatic", "probability": 0.341064453125}, {"start": 521.93, "end": 522.45, "word": " هنا", "probability": 0.96826171875}, {"start": 522.45, "end": 523.19, "word": " جذر", "probability": 0.9547526041666666}, {"start": 523.19, "end": 524.55, "word": " المية،", "probability": 0.8961588541666666}, {"start": 524.55, "end": 524.95, "word": " جذر", "probability": 0.9943033854166666}, {"start": 524.95, "end": 525.51, "word": " 200", "probability": 0.55419921875}], "temperature": 1.0}, {"id": 22, "seek": 54901, "start": 526.63, "end": 549.01, "text": "جذر 200 مية زائد 100 ميتين ف14 تقريبا 14.1 فالفاصلة واحد ممكن اختصارها فتصبح هنا 14 تمام فإذا أي حركة أفقية أو رأسية بدنا نفترض نتعامل معها انه heuristically أو حتى ال G تبعتها هي عشرة لكن إذا كان ماتكلم عن قطري", "tokens": [7435, 8848, 2288, 2331, 3714, 10632, 30767, 16373, 3215, 2319, 3714, 36081, 9957, 6156, 7271, 6055, 4587, 16572, 3555, 995, 3499, 13, 16, 6156, 6027, 5172, 33546, 37977, 36764, 24401, 3714, 43020, 1975, 46456, 9381, 9640, 11296, 6156, 2655, 9381, 49628, 34105, 3499, 46811, 10943, 6156, 28814, 15730, 36632, 11331, 31747, 3660, 5551, 5172, 4587, 10632, 34051, 12602, 10721, 3794, 10632, 47525, 8315, 8717, 5172, 2655, 43042, 8717, 2655, 3615, 10943, 1211, 20449, 11296, 16472, 3224, 415, 374, 20458, 34051, 11331, 49975, 2423, 460, 6055, 3555, 34268, 11296, 39896, 6225, 8592, 25720, 44381, 11933, 15730, 25961, 3714, 9307, 4117, 19528, 18871, 12174, 9566, 16572], "avg_logprob": -0.23407738095238095, "compression_ratio": 1.5021276595744681, "no_speech_prob": 4.172325134277344e-06, "words": [{"start": 526.63, "end": 527.05, "word": "جذر", "probability": 0.5201822916666666}, {"start": 527.05, "end": 527.37, "word": " 200", "probability": 0.86328125}, {"start": 527.37, "end": 528.03, "word": " مية", "probability": 0.246826171875}, {"start": 528.03, "end": 528.79, "word": " زائد", "probability": 0.6700846354166666}, {"start": 528.79, "end": 528.99, "word": " 100", "probability": 0.56787109375}, {"start": 528.99, "end": 529.39, "word": " ميتين", "probability": 0.7513020833333334}, {"start": 529.39, "end": 530.09, "word": " ف14", "probability": 0.38299560546875}, {"start": 530.09, "end": 530.71, "word": " تقريبا", "probability": 0.97275390625}, {"start": 530.71, "end": 530.97, "word": " 14", "probability": 0.433349609375}, {"start": 530.97, "end": 531.57, "word": ".1", "probability": 0.921142578125}, {"start": 531.57, "end": 532.29, "word": " فالفاصلة", "probability": 0.770263671875}, {"start": 532.29, "end": 532.47, "word": " واحد", "probability": 0.867919921875}, {"start": 532.47, "end": 532.71, "word": " ممكن", "probability": 0.9716796875}, {"start": 532.71, "end": 533.31, "word": " اختصارها", "probability": 0.91708984375}, {"start": 533.31, "end": 533.95, "word": " فتصبح", "probability": 0.9771728515625}, {"start": 533.95, "end": 534.15, "word": " هنا", "probability": 0.95458984375}, {"start": 534.15, "end": 534.63, "word": " 14", "probability": 0.89208984375}, {"start": 534.63, "end": 536.37, "word": " تمام", "probability": 0.89599609375}, {"start": 536.37, "end": 536.87, "word": " فإذا", "probability": 0.8966471354166666}, {"start": 536.87, "end": 537.39, "word": " أي", "probability": 0.6806640625}, {"start": 537.39, "end": 538.01, "word": " حركة", "probability": 0.9944661458333334}, {"start": 538.01, "end": 538.61, "word": " أفقية", "probability": 0.78271484375}, {"start": 538.61, "end": 539.13, "word": " أو", "probability": 0.9228515625}, {"start": 539.13, "end": 539.99, "word": " رأسية", "probability": 0.9774169921875}, {"start": 539.99, "end": 540.69, "word": " بدنا", "probability": 0.93408203125}, {"start": 540.69, "end": 541.05, "word": " نفترض", "probability": 0.9814453125}, {"start": 541.05, "end": 541.51, "word": " نتعامل", "probability": 0.972265625}, {"start": 541.51, "end": 541.77, "word": " معها", "probability": 0.835693359375}, {"start": 541.77, "end": 542.03, "word": " انه", "probability": 0.51031494140625}, {"start": 542.03, "end": 542.77, "word": " heuristically", "probability": 0.76904296875}, {"start": 542.77, "end": 543.37, "word": " أو", "probability": 0.56591796875}, {"start": 543.37, "end": 543.77, "word": " حتى", "probability": 0.9326171875}, {"start": 543.77, "end": 543.93, "word": " ال", "probability": 0.6796875}, {"start": 543.93, "end": 544.03, "word": " G", "probability": 0.3310546875}, {"start": 544.03, "end": 544.53, "word": " تبعتها", "probability": 0.937255859375}, {"start": 544.53, "end": 544.85, "word": " هي", "probability": 0.94677734375}, {"start": 544.85, "end": 545.23, "word": " عشرة", "probability": 0.8922526041666666}, {"start": 545.23, "end": 546.05, "word": " لكن", "probability": 0.88623046875}, {"start": 546.05, "end": 546.61, "word": " إذا", "probability": 0.9140625}, {"start": 546.61, "end": 546.81, "word": " كان", "probability": 0.97998046875}, {"start": 546.81, "end": 547.29, "word": " ماتكلم", "probability": 0.75830078125}, {"start": 547.29, "end": 547.69, "word": " عن", "probability": 0.9931640625}, {"start": 547.69, "end": 549.01, "word": " قطري", "probability": 0.8499348958333334}], "temperature": 1.0}, {"id": 23, "seek": 57328, "start": 550.04, "end": 573.28, "text": "Diagonal بدها تمشي بشكل Diagonal؟ لأ بدنا نعطيها 14 بين كل بلاطة و اللي جنبها أو كل tile و المجاورة اللي لها تمام مبدأيا حددنا قالية العمل مبدأيا حددنا قالية العمل فإذا بنيجي نمسك ال start و هنقول هنا هنرتبها بشكل انه", "tokens": [35, 72, 6709, 304, 47525, 11296, 46811, 8592, 1829, 4724, 8592, 28820, 8789, 6709, 304, 22807, 5296, 10721, 47525, 8315, 8717, 3615, 9566, 1829, 11296, 3499, 49374, 28242, 4724, 1211, 41193, 3660, 4032, 13672, 1829, 10874, 1863, 3555, 11296, 34051, 28242, 20590, 4032, 9673, 7435, 995, 13063, 3660, 13672, 1829, 5296, 11296, 46811, 10943, 3714, 44510, 10721, 25528, 11331, 3215, 3215, 8315, 12174, 6027, 10632, 18863, 42213, 3714, 44510, 10721, 25528, 11331, 3215, 3215, 8315, 12174, 6027, 10632, 18863, 42213, 6156, 28814, 15730, 44945, 1829, 7435, 1829, 8717, 2304, 3794, 4117, 2423, 722, 4032, 8032, 1863, 39648, 34105, 8032, 1863, 43500, 3555, 11296, 4724, 8592, 28820, 16472, 3224], "avg_logprob": -0.2004013794277786, "compression_ratio": 1.811881188118812, "no_speech_prob": 6.735324859619141e-06, "words": [{"start": 550.04, "end": 550.56, "word": "Diagonal", "probability": 0.7991943359375}, {"start": 550.56, "end": 550.76, "word": " بدها", "probability": 0.21636962890625}, {"start": 550.76, "end": 550.98, "word": " تمشي", "probability": 0.9401041666666666}, {"start": 550.98, "end": 551.24, "word": " بشكل", "probability": 0.9763997395833334}, {"start": 551.24, "end": 552.0, "word": " Diagonal؟", "probability": 0.75531005859375}, {"start": 552.0, "end": 552.22, "word": " لأ", "probability": 0.930419921875}, {"start": 552.22, "end": 552.54, "word": " بدنا", "probability": 0.729736328125}, {"start": 552.54, "end": 552.88, "word": " نعطيها", "probability": 0.98525390625}, {"start": 552.88, "end": 553.5, "word": " 14", "probability": 0.52734375}, {"start": 553.5, "end": 554.32, "word": " بين", "probability": 0.646484375}, {"start": 554.32, "end": 554.56, "word": " كل", "probability": 0.9853515625}, {"start": 554.56, "end": 554.96, "word": " بلاطة", "probability": 0.8970947265625}, {"start": 554.96, "end": 555.02, "word": " و", "probability": 0.71875}, {"start": 555.02, "end": 555.14, "word": " اللي", "probability": 0.784912109375}, {"start": 555.14, "end": 555.58, "word": " جنبها", "probability": 0.8758544921875}, {"start": 555.58, "end": 555.84, "word": " أو", "probability": 0.66943359375}, {"start": 555.84, "end": 556.04, "word": " كل", "probability": 0.96728515625}, {"start": 556.04, "end": 556.36, "word": " tile", "probability": 0.85205078125}, {"start": 556.36, "end": 556.86, "word": " و", "probability": 0.9296875}, {"start": 556.86, "end": 558.72, "word": " المجاورة", "probability": 0.959765625}, {"start": 558.72, "end": 558.82, "word": " اللي", "probability": 0.977783203125}, {"start": 558.82, "end": 559.02, "word": " لها", "probability": 0.9228515625}, {"start": 559.02, "end": 559.64, "word": " تمام", "probability": 0.7802734375}, {"start": 559.64, "end": 560.6, "word": " مبدأيا", "probability": 0.8348388671875}, {"start": 560.6, "end": 562.18, "word": " حددنا", "probability": 0.9515380859375}, {"start": 562.18, "end": 562.82, "word": " قالية", "probability": 0.64697265625}, {"start": 562.82, "end": 563.22, "word": " العمل", "probability": 0.97998046875}, {"start": 563.22, "end": 563.94, "word": " مبدأيا", "probability": 0.816162109375}, {"start": 563.94, "end": 564.36, "word": " حددنا", "probability": 0.994873046875}, {"start": 564.36, "end": 564.58, "word": " قالية", "probability": 0.95654296875}, {"start": 564.58, "end": 564.88, "word": " العمل", "probability": 0.989013671875}, {"start": 564.88, "end": 565.48, "word": " فإذا", "probability": 0.78564453125}, {"start": 565.48, "end": 566.18, "word": " بنيجي", "probability": 0.6907958984375}, {"start": 566.18, "end": 566.62, "word": " نمسك", "probability": 0.9957275390625}, {"start": 566.62, "end": 566.76, "word": " ال", "probability": 0.4501953125}, {"start": 566.76, "end": 567.18, "word": " start", "probability": 0.94921875}, {"start": 567.18, "end": 567.38, "word": " و", "probability": 0.82568359375}, {"start": 567.38, "end": 567.68, "word": " هنقول", "probability": 0.7781575520833334}, {"start": 567.68, "end": 567.98, "word": " هنا", "probability": 0.994140625}, {"start": 567.98, "end": 570.26, "word": " هنرتبها", "probability": 0.8978515625}, {"start": 570.26, "end": 570.74, "word": " بشكل", "probability": 0.9886067708333334}, {"start": 570.74, "end": 573.28, "word": " انه", "probability": 0.7080078125}], "temperature": 1.0}, {"id": 24, "seek": 59917, "start": 574.12, "end": 599.18, "text": "كل بلاطة هنحطلها أو كل tile فوق هنحطلها رقم هو المجموع و تحت هنحطلها رقم هو ال G اللي من start للبلاطة هذه و هنحطلها هنا H اللي هي heuristically من ال tile لل goal .. لل goal تمام و نبدأ نمسك فيهم الكلام هذا فمبدأيا بقدر اقول انه هي قيم ال G", "tokens": [28820, 4724, 1211, 41193, 3660, 8032, 1863, 5016, 9566, 1211, 11296, 34051, 28242, 20590, 6156, 30543, 8032, 1863, 5016, 9566, 1211, 11296, 12602, 4587, 2304, 31439, 9673, 7435, 2304, 45367, 4032, 6055, 33753, 8032, 1863, 5016, 9566, 1211, 11296, 12602, 4587, 2304, 31439, 2423, 460, 13672, 1829, 9154, 722, 24976, 36150, 41193, 3660, 29538, 4032, 8032, 1863, 5016, 9566, 1211, 11296, 34105, 389, 13672, 1829, 39896, 415, 374, 20458, 9154, 2423, 20590, 24976, 3387, 4386, 24976, 3387, 46811, 10943, 4032, 8717, 44510, 10721, 8717, 2304, 3794, 4117, 8978, 16095, 2423, 28820, 10943, 23758, 6156, 2304, 44510, 10721, 25528, 4724, 28543, 2288, 1975, 39648, 16472, 3224, 39896, 12174, 32640, 2423, 460], "avg_logprob": -0.18046171681301013, "compression_ratio": 1.8101851851851851, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 574.12, "end": 574.44, "word": "كل", "probability": 0.8916015625}, {"start": 574.44, "end": 574.84, "word": " بلاطة", "probability": 0.760711669921875}, {"start": 574.84, "end": 575.52, "word": " هنحطلها", "probability": 0.7125956217447916}, {"start": 575.52, "end": 575.64, "word": " أو", "probability": 0.603515625}, {"start": 575.64, "end": 575.84, "word": " كل", "probability": 0.95849609375}, {"start": 575.84, "end": 576.12, "word": " tile", "probability": 0.81591796875}, {"start": 576.12, "end": 576.58, "word": " فوق", "probability": 0.9765625}, {"start": 576.58, "end": 577.14, "word": " هنحطلها", "probability": 0.96142578125}, {"start": 577.14, "end": 577.48, "word": " رقم", "probability": 0.9930013020833334}, {"start": 577.48, "end": 577.82, "word": " هو", "probability": 0.91162109375}, {"start": 577.82, "end": 578.84, "word": " المجموع", "probability": 0.9534912109375}, {"start": 578.84, "end": 579.34, "word": " و", "probability": 0.52685546875}, {"start": 579.34, "end": 579.64, "word": " تحت", "probability": 0.8984375}, {"start": 579.64, "end": 580.18, "word": " هنحطلها", "probability": 0.990966796875}, {"start": 580.18, "end": 580.48, "word": " رقم", "probability": 0.98876953125}, {"start": 580.48, "end": 580.82, "word": " هو", "probability": 0.91943359375}, {"start": 580.82, "end": 581.48, "word": " ال", "probability": 0.7890625}, {"start": 581.48, "end": 581.74, "word": " G", "probability": 0.333740234375}, {"start": 581.74, "end": 582.86, "word": " اللي", "probability": 0.6485595703125}, {"start": 582.86, "end": 582.96, "word": " من", "probability": 0.96142578125}, {"start": 582.96, "end": 583.46, "word": " start", "probability": 0.67822265625}, {"start": 583.46, "end": 584.28, "word": " للبلاطة", "probability": 0.8392333984375}, {"start": 584.28, "end": 584.6, "word": " هذه", "probability": 0.765625}, {"start": 584.6, "end": 586.22, "word": " و", "probability": 0.9189453125}, {"start": 586.22, "end": 586.9, "word": " هنحطلها", "probability": 0.9695638020833334}, {"start": 586.9, "end": 587.14, "word": " هنا", "probability": 0.98974609375}, {"start": 587.14, "end": 587.46, "word": " H", "probability": 0.86572265625}, {"start": 587.46, "end": 587.86, "word": " اللي", "probability": 0.96826171875}, {"start": 587.86, "end": 588.04, "word": " هي", "probability": 0.943359375}, {"start": 588.04, "end": 589.0, "word": " heuristically", "probability": 0.7559407552083334}, {"start": 589.0, "end": 589.6, "word": " من", "probability": 0.97998046875}, {"start": 589.6, "end": 590.12, "word": " ال", "probability": 0.9267578125}, {"start": 590.12, "end": 590.44, "word": " tile", "probability": 0.85791015625}, {"start": 590.44, "end": 591.0, "word": " لل", "probability": 0.41357421875}, {"start": 591.0, "end": 591.42, "word": " goal", "probability": 0.966796875}, {"start": 591.42, "end": 591.5, "word": " ..", "probability": 0.372314453125}, {"start": 591.5, "end": 591.98, "word": " لل", "probability": 0.91455078125}, {"start": 591.98, "end": 592.26, "word": " goal", "probability": 0.990234375}, {"start": 592.26, "end": 592.72, "word": " تمام", "probability": 0.88671875}, {"start": 592.72, "end": 592.98, "word": " و", "probability": 0.50341796875}, {"start": 592.98, "end": 593.2, "word": " نبدأ", "probability": 0.9571940104166666}, {"start": 593.2, "end": 593.52, "word": " نمسك", "probability": 0.991943359375}, {"start": 593.52, "end": 593.74, "word": " فيهم", "probability": 0.977294921875}, {"start": 593.74, "end": 594.06, "word": " الكلام", "probability": 0.9710286458333334}, {"start": 594.06, "end": 594.26, "word": " هذا", "probability": 0.92041015625}, {"start": 594.26, "end": 595.88, "word": " فمبدأيا", "probability": 0.89697265625}, {"start": 595.88, "end": 596.58, "word": " بقدر", "probability": 0.984375}, {"start": 596.58, "end": 596.88, "word": " اقول", "probability": 0.798828125}, {"start": 596.88, "end": 597.36, "word": " انه", "probability": 0.5723876953125}, {"start": 597.36, "end": 597.84, "word": " هي", "probability": 0.529296875}, {"start": 597.84, "end": 598.5, "word": " قيم", "probability": 0.9560546875}, {"start": 598.5, "end": 598.96, "word": " ال", "probability": 0.79248046875}, {"start": 598.96, "end": 599.18, "word": " G", "probability": 0.958984375}], "temperature": 1.0}, {"id": 25, "seek": 62345, "start": 600.97, "end": 623.45, "text": "قيم G و هات خلاص هيك حددناها احنا خلينا نكتبها و بعدين نشوف كيف بده يطلع معاها هتطلع مظبوطة مع المجهز ولا لأ نمسكهم واحدة واحدة هنا هنا بدنا قيمة ال F خلينا نبدأ ب G G هنا كده؟ 14 بالضبط فهنا 14 هنا 10", "tokens": [4587, 32640, 460, 4032, 8032, 9307, 16490, 1211, 33546, 39896, 4117, 11331, 3215, 3215, 8315, 11296, 1975, 5016, 8315, 16490, 1211, 9957, 995, 8717, 4117, 2655, 3555, 11296, 4032, 39182, 9957, 8717, 8592, 38688, 9122, 33911, 47525, 3224, 7251, 9566, 1211, 3615, 20449, 995, 11296, 8032, 2655, 9566, 1211, 3615, 3714, 19913, 3555, 2407, 9566, 3660, 20449, 9673, 7435, 3224, 11622, 49429, 5296, 10721, 8717, 2304, 3794, 4117, 16095, 36764, 24401, 3660, 36764, 24401, 3660, 34105, 34105, 47525, 8315, 12174, 32640, 3660, 2423, 479, 16490, 1211, 9957, 995, 8717, 44510, 10721, 4724, 460, 460, 34105, 9122, 3215, 3224, 22807, 3499, 20666, 11242, 3555, 9566, 6156, 3224, 8315, 3499, 34105, 1266], "avg_logprob": -0.16610360763094448, "compression_ratio": 1.8031088082901554, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 600.97, "end": 601.31, "word": "قيم", "probability": 0.774169921875}, {"start": 601.31, "end": 601.73, "word": " G", "probability": 0.478759765625}, {"start": 601.73, "end": 602.13, "word": " و", "probability": 0.385009765625}, {"start": 602.13, "end": 602.33, "word": " هات", "probability": 0.744140625}, {"start": 602.33, "end": 602.63, "word": " خلاص", "probability": 0.96240234375}, {"start": 602.63, "end": 602.99, "word": " هيك", "probability": 0.7822265625}, {"start": 602.99, "end": 604.05, "word": " حددناها", "probability": 0.93369140625}, {"start": 604.05, "end": 605.37, "word": " احنا", "probability": 0.8411458333333334}, {"start": 605.37, "end": 605.67, "word": " خلينا", "probability": 0.7257080078125}, {"start": 605.67, "end": 606.05, "word": " نكتبها", "probability": 0.991015625}, {"start": 606.05, "end": 606.13, "word": " و", "probability": 0.78515625}, {"start": 606.13, "end": 606.35, "word": " بعدين", "probability": 0.953857421875}, {"start": 606.35, "end": 606.61, "word": " نشوف", "probability": 0.9811197916666666}, {"start": 606.61, "end": 606.71, "word": " كيف", "probability": 0.927001953125}, {"start": 606.71, "end": 606.87, "word": " بده", "probability": 0.5205078125}, {"start": 606.87, "end": 607.09, "word": " يطلع", "probability": 0.984619140625}, {"start": 607.09, "end": 607.43, "word": " معاها", "probability": 0.8577473958333334}, {"start": 607.43, "end": 608.21, "word": " هتطلع", "probability": 0.93759765625}, {"start": 608.21, "end": 608.63, "word": " مظبوطة", "probability": 0.9380696614583334}, {"start": 608.63, "end": 608.77, "word": " مع", "probability": 0.939453125}, {"start": 608.77, "end": 610.23, "word": " المجهز", "probability": 0.9754638671875}, {"start": 610.23, "end": 610.37, "word": " ولا", "probability": 0.69384765625}, {"start": 610.37, "end": 610.59, "word": " لأ", "probability": 0.843994140625}, {"start": 610.59, "end": 611.41, "word": " نمسكهم", "probability": 0.90625}, {"start": 611.41, "end": 611.65, "word": " واحدة", "probability": 0.9803059895833334}, {"start": 611.65, "end": 611.99, "word": " واحدة", "probability": 0.96142578125}, {"start": 611.99, "end": 612.43, "word": " هنا", "probability": 0.884765625}, {"start": 612.43, "end": 614.11, "word": " هنا", "probability": 0.44873046875}, {"start": 614.11, "end": 614.43, "word": " بدنا", "probability": 0.76806640625}, {"start": 614.43, "end": 614.81, "word": " قيمة", "probability": 0.98583984375}, {"start": 614.81, "end": 614.93, "word": " ال", "probability": 0.88623046875}, {"start": 614.93, "end": 615.11, "word": " F", "probability": 0.92236328125}, {"start": 615.11, "end": 615.65, "word": " خلينا", "probability": 0.866455078125}, {"start": 615.65, "end": 616.11, "word": " نبدأ", "probability": 0.9876302083333334}, {"start": 616.11, "end": 616.41, "word": " ب", "probability": 0.94482421875}, {"start": 616.41, "end": 616.87, "word": " G", "probability": 0.78369140625}, {"start": 616.87, "end": 617.43, "word": " G", "probability": 0.34765625}, {"start": 617.43, "end": 617.61, "word": " هنا", "probability": 0.982421875}, {"start": 617.61, "end": 618.61, "word": " كده؟", "probability": 0.696044921875}, {"start": 618.61, "end": 619.63, "word": " 14", "probability": 0.51953125}, {"start": 619.63, "end": 620.67, "word": " بالضبط", "probability": 0.8701171875}, {"start": 620.67, "end": 621.17, "word": " فهنا", "probability": 0.9342447916666666}, {"start": 621.17, "end": 621.57, "word": " 14", "probability": 0.8798828125}, {"start": 621.57, "end": 622.39, "word": " هنا", "probability": 0.93408203125}, {"start": 622.39, "end": 623.45, "word": " 10", "probability": 0.712890625}], "temperature": 1.0}, {"id": 26, "seek": 64882, "start": 624.2, "end": 648.82, "text": "هنا طبعا عشرة عشرة عشرة قطريا اربعتاشة اربعتاش اربعتاش و fourteen تمام نبسك ال H ال H طبعا هنعدهم بالنسبة لمن ل ال goal فنفترض هنا واحد اتنين تلاتة اربعة خمسة صار عندك خمسين فإذا مجموع ستين", "tokens": [3224, 8315, 23032, 3555, 3615, 995, 6225, 8592, 25720, 6225, 8592, 25720, 6225, 8592, 25720, 12174, 9566, 16572, 995, 1975, 25513, 34268, 33599, 3660, 1975, 25513, 34268, 33599, 1975, 25513, 34268, 33599, 4032, 32253, 46811, 10943, 8717, 3555, 3794, 4117, 2423, 389, 2423, 389, 23032, 3555, 3615, 995, 8032, 1863, 22488, 16095, 20666, 1863, 35457, 3660, 5296, 27842, 5296, 2423, 3387, 6156, 1863, 5172, 2655, 43042, 34105, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 1975, 25513, 27884, 16490, 2304, 3794, 3660, 20328, 9640, 43242, 4117, 16490, 2304, 3794, 9957, 6156, 28814, 15730, 3714, 7435, 2304, 45367, 8608, 2655, 9957], "avg_logprob": -0.13463288516674227, "compression_ratio": 1.772972972972973, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 624.2, "end": 624.5, "word": "هنا", "probability": 0.958740234375}, {"start": 624.5, "end": 624.78, "word": " طبعا", "probability": 0.9791259765625}, {"start": 624.78, "end": 625.22, "word": " عشرة", "probability": 0.9225260416666666}, {"start": 625.22, "end": 626.14, "word": " عشرة", "probability": 0.8994140625}, {"start": 626.14, "end": 627.06, "word": " عشرة", "probability": 0.9835611979166666}, {"start": 627.06, "end": 628.7, "word": " قطريا", "probability": 0.8916015625}, {"start": 628.7, "end": 629.56, "word": " اربعتاشة", "probability": 0.695947265625}, {"start": 629.56, "end": 630.34, "word": " اربعتاش", "probability": 0.9185791015625}, {"start": 630.34, "end": 631.6, "word": " اربعتاش", "probability": 0.919677734375}, {"start": 631.6, "end": 632.44, "word": " و", "probability": 0.884765625}, {"start": 632.44, "end": 633.74, "word": " fourteen", "probability": 0.494873046875}, {"start": 633.74, "end": 634.58, "word": " تمام", "probability": 0.94140625}, {"start": 634.58, "end": 635.42, "word": " نبسك", "probability": 0.8289794921875}, {"start": 635.42, "end": 635.56, "word": " ال", "probability": 0.99267578125}, {"start": 635.56, "end": 635.8, "word": " H", "probability": 0.63720703125}, {"start": 635.8, "end": 636.16, "word": " ال", "probability": 0.74658203125}, {"start": 636.16, "end": 636.36, "word": " H", "probability": 0.92333984375}, {"start": 636.36, "end": 636.62, "word": " طبعا", "probability": 0.99267578125}, {"start": 636.62, "end": 637.18, "word": " هنعدهم", "probability": 0.9078369140625}, {"start": 637.18, "end": 637.62, "word": " بالنسبة", "probability": 0.926025390625}, {"start": 637.62, "end": 637.88, "word": " لمن", "probability": 0.586669921875}, {"start": 637.88, "end": 638.92, "word": " ل", "probability": 0.39111328125}, {"start": 638.92, "end": 639.94, "word": " ال", "probability": 0.66064453125}, {"start": 639.94, "end": 640.2, "word": " goal", "probability": 0.94140625}, {"start": 640.2, "end": 641.3, "word": " فنفترض", "probability": 0.9876953125}, {"start": 641.3, "end": 641.6, "word": " هنا", "probability": 0.986328125}, {"start": 641.6, "end": 642.16, "word": " واحد", "probability": 0.968017578125}, {"start": 642.16, "end": 642.58, "word": " اتنين", "probability": 0.9578857421875}, {"start": 642.58, "end": 643.18, "word": " تلاتة", "probability": 0.9404296875}, {"start": 643.18, "end": 643.6, "word": " اربعة", "probability": 0.857421875}, {"start": 643.6, "end": 645.18, "word": " خمسة", "probability": 0.9661865234375}, {"start": 645.18, "end": 645.48, "word": " صار", "probability": 0.905517578125}, {"start": 645.48, "end": 645.68, "word": " عندك", "probability": 0.525146484375}, {"start": 645.68, "end": 646.12, "word": " خمسين", "probability": 0.9923095703125}, {"start": 646.12, "end": 647.24, "word": " فإذا", "probability": 0.88134765625}, {"start": 647.24, "end": 647.9, "word": " مجموع", "probability": 0.920654296875}, {"start": 647.9, "end": 648.82, "word": " ستين", "probability": 0.9791666666666666}], "temperature": 1.0}, {"id": 27, "seek": 67394, "start": 649.7, "end": 673.94, "text": "مجموع صار عندى ستين تمام اللى جنبها هنا واحد اتنين تلاتة تلاتة معناته تلاتين مجموع اربعين هذا طبعا هو ال F اللى بدنا نحكم من خلاله كويس هنا واحد اتنين تلاتة اربعة خمسة ستة فعندي ستين اربعة سبعين فإذا seventy four", "tokens": [2304, 7435, 2304, 45367, 20328, 9640, 43242, 7578, 8608, 2655, 9957, 46811, 10943, 13672, 7578, 10874, 1863, 3555, 11296, 34105, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 6055, 1211, 9307, 3660, 20449, 8315, 47395, 6055, 1211, 9307, 9957, 3714, 7435, 2304, 45367, 1975, 25513, 3615, 9957, 23758, 23032, 3555, 3615, 995, 31439, 2423, 479, 13672, 7578, 47525, 8315, 8717, 5016, 24793, 9154, 16490, 1211, 6027, 3224, 9122, 45865, 3794, 34105, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 1975, 25513, 27884, 16490, 2304, 3794, 3660, 8608, 2655, 3660, 6156, 3615, 1863, 16254, 8608, 2655, 9957, 1975, 25513, 27884, 8608, 3555, 3615, 9957, 6156, 28814, 15730, 25662, 1451], "avg_logprob": -0.09340431415929204, "compression_ratio": 1.9578947368421054, "no_speech_prob": 8.046627044677734e-06, "words": [{"start": 649.7, "end": 650.14, "word": "مجموع", "probability": 0.978759765625}, {"start": 650.14, "end": 650.32, "word": " صار", "probability": 0.954833984375}, {"start": 650.32, "end": 650.56, "word": " عندى", "probability": 0.791015625}, {"start": 650.56, "end": 650.92, "word": " ستين", "probability": 0.9484049479166666}, {"start": 650.92, "end": 651.62, "word": " تمام", "probability": 0.91845703125}, {"start": 651.62, "end": 651.94, "word": " اللى", "probability": 0.6630859375}, {"start": 651.94, "end": 652.24, "word": " جنبها", "probability": 0.948486328125}, {"start": 652.24, "end": 652.54, "word": " هنا", "probability": 0.94677734375}, {"start": 652.54, "end": 653.16, "word": " واحد", "probability": 0.966064453125}, {"start": 653.16, "end": 653.5, "word": " اتنين", "probability": 0.9078369140625}, {"start": 653.5, "end": 654.1, "word": " تلاتة", "probability": 0.9503173828125}, {"start": 654.1, "end": 655.0, "word": " تلاتة", "probability": 0.93896484375}, {"start": 655.0, "end": 655.36, "word": " معناته", "probability": 0.9659830729166666}, {"start": 655.36, "end": 655.86, "word": " تلاتين", "probability": 0.9759521484375}, {"start": 655.86, "end": 656.68, "word": " مجموع", "probability": 0.9248046875}, {"start": 656.68, "end": 657.92, "word": " اربعين", "probability": 0.935546875}, {"start": 657.92, "end": 659.24, "word": " هذا", "probability": 0.84521484375}, {"start": 659.24, "end": 659.54, "word": " طبعا", "probability": 0.91162109375}, {"start": 659.54, "end": 659.76, "word": " هو", "probability": 0.9814453125}, {"start": 659.76, "end": 660.2, "word": " ال", "probability": 0.92724609375}, {"start": 660.2, "end": 660.36, "word": " F", "probability": 0.845703125}, {"start": 660.36, "end": 660.5, "word": " اللى", "probability": 0.912353515625}, {"start": 660.5, "end": 660.66, "word": " بدنا", "probability": 0.914306640625}, {"start": 660.66, "end": 660.9, "word": " نحكم", "probability": 0.9923502604166666}, {"start": 660.9, "end": 661.06, "word": " من", "probability": 0.9990234375}, {"start": 661.06, "end": 661.6, "word": " خلاله", "probability": 0.9908447265625}, {"start": 661.6, "end": 663.42, "word": " كويس", "probability": 0.88427734375}, {"start": 663.42, "end": 664.06, "word": " هنا", "probability": 0.89697265625}, {"start": 664.06, "end": 664.88, "word": " واحد", "probability": 0.97021484375}, {"start": 664.88, "end": 665.38, "word": " اتنين", "probability": 0.9849853515625}, {"start": 665.38, "end": 666.12, "word": " تلاتة", "probability": 0.9788818359375}, {"start": 666.12, "end": 666.62, "word": " اربعة", "probability": 0.8087565104166666}, {"start": 666.62, "end": 667.16, "word": " خمسة", "probability": 0.975830078125}, {"start": 667.16, "end": 667.94, "word": " ستة", "probability": 0.98779296875}, {"start": 667.94, "end": 668.62, "word": " فعندي", "probability": 0.8941650390625}, {"start": 668.62, "end": 669.14, "word": " ستين", "probability": 0.9705403645833334}, {"start": 669.14, "end": 671.24, "word": " اربعة", "probability": 0.8846028645833334}, {"start": 671.24, "end": 671.96, "word": " سبعين", "probability": 0.901611328125}, {"start": 671.96, "end": 672.56, "word": " فإذا", "probability": 0.7164713541666666}, {"start": 672.56, "end": 673.4, "word": " seventy", "probability": 0.406982421875}, {"start": 673.4, "end": 673.94, "word": " four", "probability": 0.75146484375}], "temperature": 1.0}, {"id": 28, "seek": 69993, "start": 675.99, "end": 699.93, "text": "لحظة هي الطريقة البسيطة طريقة البسيطة ممكن واحد يقولي لأ أنا بده أعمله بطريقة مختلفة شوية إيش بدك تعمل؟ يقولي واحد اتنين تلاتة أربع خمسة فصارت كأنه خمسة و هنا واحد واحد و بده أحسب ال water okay فاش مشكلة صارت كده؟ خمسة و عشرين زائد واحد ستة و عشرين فجذر twenty six", "tokens": [1211, 5016, 19913, 3660, 39896, 41950, 16572, 28671, 29739, 3794, 1829, 9566, 3660, 23032, 16572, 28671, 29739, 3794, 1829, 9566, 3660, 3714, 43020, 36764, 24401, 7251, 39648, 1829, 5296, 10721, 41850, 47525, 3224, 5551, 25957, 43761, 4724, 9566, 16572, 28671, 3714, 46456, 46538, 3660, 13412, 2407, 10632, 11933, 1829, 8592, 47525, 4117, 6055, 25957, 1211, 22807, 7251, 39648, 1829, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 5551, 25513, 3615, 16490, 2304, 3794, 3660, 6156, 9381, 9640, 2655, 9122, 33456, 3224, 16490, 2304, 3794, 3660, 4032, 34105, 36764, 24401, 36764, 24401, 4032, 47525, 3224, 5551, 5016, 35457, 2423, 1281, 1392, 6156, 33599, 37893, 28820, 3660, 20328, 9640, 2655, 9122, 3215, 3224, 22807, 16490, 2304, 3794, 3660, 4032, 6225, 46309, 9957, 30767, 16373, 3215, 36764, 24401, 8608, 2655, 3660, 4032, 6225, 46309, 9957, 6156, 7435, 8848, 2288, 7699, 2309], "avg_logprob": -0.1351950375746328, "compression_ratio": 1.9083333333333334, "no_speech_prob": 5.960464477539062e-07, "words": [{"start": 675.99, "end": 676.33, "word": "لحظة", "probability": 0.9808349609375}, {"start": 676.33, "end": 676.43, "word": " هي", "probability": 0.55029296875}, {"start": 676.43, "end": 676.79, "word": " الطريقة", "probability": 0.9127604166666666}, {"start": 676.79, "end": 677.53, "word": " البسيطة", "probability": 0.983203125}, {"start": 677.53, "end": 678.35, "word": " طريقة", "probability": 0.8502604166666666}, {"start": 678.35, "end": 678.81, "word": " البسيطة", "probability": 0.95703125}, {"start": 678.81, "end": 679.21, "word": " ممكن", "probability": 0.925537109375}, {"start": 679.21, "end": 679.43, "word": " واحد", "probability": 0.970947265625}, {"start": 679.43, "end": 679.69, "word": " يقولي", "probability": 0.806640625}, {"start": 679.69, "end": 679.81, "word": " لأ", "probability": 0.925537109375}, {"start": 679.81, "end": 679.93, "word": " أنا", "probability": 0.65185546875}, {"start": 679.93, "end": 680.09, "word": " بده", "probability": 0.5423583984375}, {"start": 680.09, "end": 680.27, "word": " أعمله", "probability": 0.7579752604166666}, {"start": 680.27, "end": 680.55, "word": " بطريقة", "probability": 0.949462890625}, {"start": 680.55, "end": 680.99, "word": " مختلفة", "probability": 0.9864501953125}, {"start": 680.99, "end": 681.25, "word": " شوية", "probability": 0.88525390625}, {"start": 681.25, "end": 681.45, "word": " إيش", "probability": 0.782470703125}, {"start": 681.45, "end": 681.63, "word": " بدك", "probability": 0.900634765625}, {"start": 681.63, "end": 682.21, "word": " تعمل؟", "probability": 0.860595703125}, {"start": 682.21, "end": 682.49, "word": " يقولي", "probability": 0.9554036458333334}, {"start": 682.49, "end": 682.83, "word": " واحد", "probability": 0.8427734375}, {"start": 682.83, "end": 683.27, "word": " اتنين", "probability": 0.8519287109375}, {"start": 683.27, "end": 683.95, "word": " تلاتة", "probability": 0.949951171875}, {"start": 683.95, "end": 684.41, "word": " أربع", "probability": 0.7208658854166666}, {"start": 684.41, "end": 685.19, "word": " خمسة", "probability": 0.96044921875}, {"start": 685.19, "end": 685.83, "word": " فصارت", "probability": 0.9266357421875}, {"start": 685.83, "end": 686.29, "word": " كأنه", "probability": 0.9549153645833334}, {"start": 686.29, "end": 687.37, "word": " خمسة", "probability": 0.98681640625}, {"start": 687.37, "end": 687.67, "word": " و", "probability": 0.76611328125}, {"start": 687.67, "end": 687.81, "word": " هنا", "probability": 0.9326171875}, {"start": 687.81, "end": 688.35, "word": " واحد", "probability": 0.992919921875}, {"start": 688.35, "end": 690.09, "word": " واحد", "probability": 0.844970703125}, {"start": 690.09, "end": 690.17, "word": " و", "probability": 0.8955078125}, {"start": 690.17, "end": 690.41, "word": " بده", "probability": 0.8818359375}, {"start": 690.41, "end": 690.61, "word": " أحسب", "probability": 0.9571940104166666}, {"start": 690.61, "end": 690.75, "word": " ال", "probability": 0.99169921875}, {"start": 690.75, "end": 691.05, "word": " water", "probability": 0.9580078125}, {"start": 691.05, "end": 693.19, "word": " okay", "probability": 0.4658203125}, {"start": 693.19, "end": 693.45, "word": " فاش", "probability": 0.5576171875}, {"start": 693.45, "end": 693.83, "word": " مشكلة", "probability": 0.9847005208333334}, {"start": 693.83, "end": 694.13, "word": " صارت", "probability": 0.958984375}, {"start": 694.13, "end": 694.63, "word": " كده؟", "probability": 0.84033203125}, {"start": 694.63, "end": 695.03, "word": " خمسة", "probability": 0.957763671875}, {"start": 695.03, "end": 695.05, "word": " و", "probability": 0.748046875}, {"start": 695.05, "end": 695.47, "word": " عشرين", "probability": 0.9298502604166666}, {"start": 695.47, "end": 696.13, "word": " زائد", "probability": 0.9425455729166666}, {"start": 696.13, "end": 696.55, "word": " واحد", "probability": 0.98876953125}, {"start": 696.55, "end": 697.11, "word": " ستة", "probability": 0.9488932291666666}, {"start": 697.11, "end": 697.19, "word": " و", "probability": 0.96142578125}, {"start": 697.19, "end": 697.53, "word": " عشرين", "probability": 0.95654296875}, {"start": 697.53, "end": 699.05, "word": " فجذر", "probability": 0.755126953125}, {"start": 699.05, "end": 699.51, "word": " twenty", "probability": 0.609375}, {"start": 699.51, "end": 699.93, "word": " six", "probability": 0.62841796875}], "temperature": 1.0}, {"id": 29, "seek": 72620, "start": 700.94, "end": 726.2, "text": "ممكن لكن ل .. simplification للبساطة عشان نبسط الموضوع لأ هنتعامل معاها ستة و خلاص هنتعامل معاها ستة فقط للتبسيط لكن لما بدناياها more accurate ممكن أشتغل على ال water على ال triangle كويس ناخد هذه واحد اتنين تلاتة اربع خمسة", "tokens": [2304, 43020, 44381, 5296, 4386, 6883, 3774, 24976, 3555, 3794, 41193, 3660, 6225, 8592, 7649, 8717, 3555, 3794, 9566, 9673, 2407, 11242, 45367, 5296, 10721, 8032, 29399, 3615, 10943, 1211, 20449, 995, 11296, 8608, 2655, 3660, 4032, 16490, 1211, 33546, 8032, 29399, 3615, 10943, 1211, 20449, 995, 11296, 8608, 2655, 3660, 6156, 47432, 24976, 2655, 3555, 3794, 1829, 9566, 44381, 5296, 15042, 47525, 8315, 25528, 11296, 544, 8559, 3714, 43020, 5551, 8592, 2655, 17082, 1211, 15844, 2423, 1281, 15844, 2423, 13369, 9122, 45865, 3794, 8717, 47283, 3215, 29538, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 1975, 25513, 3615, 16490, 2304, 3794, 3660], "avg_logprob": -0.13848762396933897, "compression_ratio": 1.660633484162896, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 700.94, "end": 701.38, "word": "ممكن", "probability": 0.98583984375}, {"start": 701.38, "end": 702.06, "word": " لكن", "probability": 0.63623046875}, {"start": 702.06, "end": 702.78, "word": " ل", "probability": 0.8251953125}, {"start": 702.78, "end": 703.46, "word": " ..", "probability": 0.2298583984375}, {"start": 703.46, "end": 704.4, "word": " simplification", "probability": 0.839111328125}, {"start": 704.4, "end": 705.24, "word": " للبساطة", "probability": 0.9275390625}, {"start": 705.24, "end": 705.88, "word": " عشان", "probability": 0.8181966145833334}, {"start": 705.88, "end": 706.3, "word": " نبسط", "probability": 0.966064453125}, {"start": 706.3, "end": 706.74, "word": " الموضوع", "probability": 0.9984130859375}, {"start": 706.74, "end": 707.28, "word": " لأ", "probability": 0.921630859375}, {"start": 707.28, "end": 707.66, "word": " هنتعامل", "probability": 0.9802734375}, {"start": 707.66, "end": 707.88, "word": " معاها", "probability": 0.87451171875}, {"start": 707.88, "end": 708.14, "word": " ستة", "probability": 0.9148763020833334}, {"start": 708.14, "end": 708.24, "word": " و", "probability": 0.99267578125}, {"start": 708.24, "end": 708.52, "word": " خلاص", "probability": 0.9404296875}, {"start": 708.52, "end": 709.38, "word": " هنتعامل", "probability": 0.91142578125}, {"start": 709.38, "end": 709.74, "word": " معاها", "probability": 0.9822591145833334}, {"start": 709.74, "end": 710.98, "word": " ستة", "probability": 0.9890950520833334}, {"start": 710.98, "end": 711.34, "word": " فقط", "probability": 0.989990234375}, {"start": 711.34, "end": 713.84, "word": " للتبسيط", "probability": 0.95751953125}, {"start": 713.84, "end": 714.56, "word": " لكن", "probability": 0.80908203125}, {"start": 714.56, "end": 714.78, "word": " لما", "probability": 0.7120361328125}, {"start": 714.78, "end": 715.54, "word": " بدناياها", "probability": 0.65142822265625}, {"start": 715.54, "end": 715.9, "word": " more", "probability": 0.9521484375}, {"start": 715.9, "end": 716.48, "word": " accurate", "probability": 0.9208984375}, {"start": 716.48, "end": 717.2, "word": " ممكن", "probability": 0.70947265625}, {"start": 717.2, "end": 717.7, "word": " أشتغل", "probability": 0.91953125}, {"start": 717.7, "end": 717.86, "word": " على", "probability": 0.9462890625}, {"start": 717.86, "end": 718.36, "word": " ال", "probability": 0.99462890625}, {"start": 718.36, "end": 718.64, "word": " water", "probability": 0.3720703125}, {"start": 718.64, "end": 719.18, "word": " على", "probability": 0.771484375}, {"start": 719.18, "end": 720.12, "word": " ال", "probability": 0.986328125}, {"start": 720.12, "end": 722.28, "word": " triangle", "probability": 0.8017578125}, {"start": 722.28, "end": 723.04, "word": " كويس", "probability": 0.9576822916666666}, {"start": 723.04, "end": 723.4, "word": " ناخد", "probability": 0.94921875}, {"start": 723.4, "end": 723.68, "word": " هذه", "probability": 0.77587890625}, {"start": 723.68, "end": 724.34, "word": " واحد", "probability": 0.915771484375}, {"start": 724.34, "end": 724.7, "word": " اتنين", "probability": 0.90234375}, {"start": 724.7, "end": 725.28, "word": " تلاتة", "probability": 0.940673828125}, {"start": 725.28, "end": 725.64, "word": " اربع", "probability": 0.7784830729166666}, {"start": 725.64, "end": 726.2, "word": " خمسة", "probability": 0.9853515625}], "temperature": 1.0}, {"id": 30, "seek": 75452, "start": 728.36, "end": 754.52, "text": "صار عندى ستين هنا واحد اتنين تلاتة اربعة هي ربعين اربعة و خمسين نفس الكلام واحد اتنين تلاتة اربعة برضه اربعين و اربعة و خمسين واحد اتنين تلاتة اربعة خمسة هنا واحد اتنين تلاتة اربعة خمسة ستة", "tokens": [9381, 9640, 43242, 7578, 8608, 2655, 9957, 34105, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 1975, 25513, 27884, 39896, 12602, 3555, 3615, 9957, 1975, 25513, 27884, 4032, 16490, 2304, 3794, 9957, 8717, 36178, 2423, 28820, 10943, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 1975, 25513, 27884, 4724, 43042, 3224, 1975, 25513, 3615, 9957, 4032, 1975, 25513, 27884, 4032, 16490, 2304, 3794, 9957, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 1975, 25513, 27884, 16490, 2304, 3794, 3660, 34105, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 1975, 25513, 27884, 16490, 2304, 3794, 3660, 8608, 2655, 3660], "avg_logprob": -0.08389310636253, "compression_ratio": 2.80327868852459, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 728.36, "end": 728.68, "word": "صار", "probability": 0.932373046875}, {"start": 728.68, "end": 728.94, "word": " عندى", "probability": 0.881103515625}, {"start": 728.94, "end": 729.36, "word": " ستين", "probability": 0.9573567708333334}, {"start": 729.36, "end": 730.78, "word": " هنا", "probability": 0.8056640625}, {"start": 730.78, "end": 731.42, "word": " واحد", "probability": 0.9697265625}, {"start": 731.42, "end": 731.72, "word": " اتنين", "probability": 0.81573486328125}, {"start": 731.72, "end": 732.2, "word": " تلاتة", "probability": 0.92431640625}, {"start": 732.2, "end": 732.62, "word": " اربعة", "probability": 0.8211263020833334}, {"start": 732.62, "end": 734.44, "word": " هي", "probability": 0.342529296875}, {"start": 734.44, "end": 734.84, "word": " ربعين", "probability": 0.955078125}, {"start": 734.84, "end": 738.52, "word": " اربعة", "probability": 0.822265625}, {"start": 738.52, "end": 738.58, "word": " و", "probability": 0.9892578125}, {"start": 738.58, "end": 738.94, "word": " خمسين", "probability": 0.9169921875}, {"start": 738.94, "end": 739.46, "word": " نفس", "probability": 0.950927734375}, {"start": 739.46, "end": 739.76, "word": " الكلام", "probability": 0.9573567708333334}, {"start": 739.76, "end": 740.0, "word": " واحد", "probability": 0.916259765625}, {"start": 740.0, "end": 740.18, "word": " اتنين", "probability": 0.989013671875}, {"start": 740.18, "end": 740.56, "word": " تلاتة", "probability": 0.9783935546875}, {"start": 740.56, "end": 740.96, "word": " اربعة", "probability": 0.9549153645833334}, {"start": 740.96, "end": 741.8, "word": " برضه", "probability": 0.9088541666666666}, {"start": 741.8, "end": 742.6, "word": " اربعين", "probability": 0.8934326171875}, {"start": 742.6, "end": 742.98, "word": " و", "probability": 0.8935546875}, {"start": 742.98, "end": 743.46, "word": " اربعة", "probability": 0.8155924479166666}, {"start": 743.46, "end": 744.08, "word": " و", "probability": 0.986328125}, {"start": 744.08, "end": 744.7, "word": " خمسين", "probability": 0.9508056640625}, {"start": 744.7, "end": 746.26, "word": " واحد", "probability": 0.903564453125}, {"start": 746.26, "end": 746.5, "word": " اتنين", "probability": 0.993896484375}, {"start": 746.5, "end": 747.04, "word": " تلاتة", "probability": 0.9661865234375}, {"start": 747.04, "end": 747.38, "word": " اربعة", "probability": 0.96044921875}, {"start": 747.38, "end": 749.58, "word": " خمسة", "probability": 0.9508056640625}, {"start": 749.58, "end": 752.34, "word": " هنا", "probability": 0.96875}, {"start": 752.34, "end": 752.72, "word": " واحد", "probability": 0.990234375}, {"start": 752.72, "end": 753.0, "word": " اتنين", "probability": 0.9915771484375}, {"start": 753.0, "end": 753.46, "word": " تلاتة", "probability": 0.993408203125}, {"start": 753.46, "end": 753.78, "word": " اربعة", "probability": 0.97021484375}, {"start": 753.78, "end": 754.14, "word": " خمسة", "probability": 0.990234375}, {"start": 754.14, "end": 754.52, "word": " ستة", "probability": 0.97021484375}], "temperature": 1.0}, {"id": 31, "seek": 78712, "start": 759.78, "end": 787.12, "text": "الان هدولة كلهم successors successors for what for start tile for start tile فإذا لو قلنا هنا ل start هيكون في عندى ابتداء من فوق اللي هي واحد اتنين او اكتر عدده منفرض يكون تمانية خمسة ستة سبعة تمانية", "tokens": [6027, 7649, 8032, 3215, 12610, 3660, 28242, 16095, 2245, 830, 2245, 830, 337, 437, 337, 722, 20590, 337, 722, 20590, 6156, 28814, 15730, 45164, 12174, 1211, 8315, 34105, 5296, 722, 8032, 1829, 30544, 8978, 43242, 7578, 48127, 2655, 3215, 16606, 9154, 6156, 30543, 13672, 1829, 39896, 36764, 24401, 1975, 2655, 1863, 9957, 1975, 2407, 1975, 4117, 2655, 2288, 6225, 3215, 3215, 3224, 9154, 5172, 43042, 7251, 30544, 46811, 7649, 10632, 16490, 2304, 3794, 3660, 8608, 2655, 3660, 8608, 3555, 27884, 46811, 7649, 10632], "avg_logprob": -0.18545386248401233, "compression_ratio": 1.6363636363636365, "no_speech_prob": 5.137920379638672e-05, "words": [{"start": 759.78, "end": 760.28, "word": "الان", "probability": 0.842529296875}, {"start": 760.28, "end": 761.04, "word": " هدولة", "probability": 0.8994140625}, {"start": 761.04, "end": 761.64, "word": " كلهم", "probability": 0.955322265625}, {"start": 761.64, "end": 763.76, "word": " successors", "probability": 0.865966796875}, {"start": 763.76, "end": 765.5, "word": " successors", "probability": 0.82275390625}, {"start": 765.5, "end": 765.98, "word": " for", "probability": 0.927734375}, {"start": 765.98, "end": 766.24, "word": " what", "probability": 0.916015625}, {"start": 766.24, "end": 767.0, "word": " for", "probability": 0.333984375}, {"start": 767.0, "end": 767.54, "word": " start", "probability": 0.9482421875}, {"start": 767.54, "end": 768.08, "word": " tile", "probability": 0.77587890625}, {"start": 768.08, "end": 769.24, "word": " for", "probability": 0.58935546875}, {"start": 769.24, "end": 769.64, "word": " start", "probability": 0.96875}, {"start": 769.64, "end": 770.2, "word": " tile", "probability": 0.67236328125}, {"start": 770.2, "end": 770.48, "word": " فإذا", "probability": 0.7877604166666666}, {"start": 770.48, "end": 770.66, "word": " لو", "probability": 0.97509765625}, {"start": 770.66, "end": 770.84, "word": " قلنا", "probability": 0.8513997395833334}, {"start": 770.84, "end": 771.02, "word": " هنا", "probability": 0.92529296875}, {"start": 771.02, "end": 771.12, "word": " ل", "probability": 0.3408203125}, {"start": 771.12, "end": 771.58, "word": " start", "probability": 0.859375}, {"start": 771.58, "end": 773.26, "word": " هيكون", "probability": 0.7283528645833334}, {"start": 773.26, "end": 773.42, "word": " في", "probability": 0.8642578125}, {"start": 773.42, "end": 774.58, "word": " عندى", "probability": 0.765380859375}, {"start": 774.58, "end": 775.88, "word": " ابتداء", "probability": 0.75}, {"start": 775.88, "end": 776.06, "word": " من", "probability": 0.982421875}, {"start": 776.06, "end": 776.48, "word": " فوق", "probability": 0.94287109375}, {"start": 776.48, "end": 776.66, "word": " اللي", "probability": 0.837158203125}, {"start": 776.66, "end": 776.96, "word": " هي", "probability": 0.71923828125}, {"start": 776.96, "end": 777.86, "word": " واحد", "probability": 0.923828125}, {"start": 777.86, "end": 778.64, "word": " اتنين", "probability": 0.931396484375}, {"start": 778.64, "end": 780.34, "word": " او", "probability": 0.8125}, {"start": 780.34, "end": 780.68, "word": " اكتر", "probability": 0.89697265625}, {"start": 780.68, "end": 781.0, "word": " عدده", "probability": 0.8687744140625}, {"start": 781.0, "end": 781.32, "word": " منفرض", "probability": 0.5840657552083334}, {"start": 781.32, "end": 781.54, "word": " يكون", "probability": 0.971435546875}, {"start": 781.54, "end": 782.1, "word": " تمانية", "probability": 0.9620768229166666}, {"start": 782.1, "end": 783.56, "word": " خمسة", "probability": 0.9041748046875}, {"start": 783.56, "end": 784.52, "word": " ستة", "probability": 0.9777018229166666}, {"start": 784.52, "end": 786.3, "word": " سبعة", "probability": 0.96484375}, {"start": 786.3, "end": 787.12, "word": " تمانية", "probability": 0.9921875}], "temperature": 1.0}, {"id": 32, "seek": 81768, "start": 789.38, "end": 817.68, "text": "واحد اتنين تلاتة اربع خمسة ستة سبعة تمانية والتكلفتهم كانت تالي اربع وسبعين اتنين ستين تلاتة اربع وخمسين ستين اربعين اربعين اربع وسبعين ستين واربع وخمسين اخيرا فالان أصبحت كأنها tree as a tree", "tokens": [14407, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 1975, 25513, 3615, 16490, 2304, 3794, 3660, 8608, 2655, 3660, 8608, 3555, 27884, 46811, 7649, 10632, 16070, 2655, 28820, 5172, 2655, 16095, 25961, 2655, 6055, 6027, 1829, 1975, 25513, 3615, 4032, 35457, 3615, 9957, 1975, 2655, 1863, 9957, 8608, 2655, 9957, 6055, 1211, 9307, 3660, 1975, 25513, 3615, 4032, 9778, 2304, 3794, 9957, 8608, 2655, 9957, 1975, 25513, 3615, 9957, 1975, 25513, 3615, 9957, 1975, 25513, 3615, 4032, 35457, 3615, 9957, 8608, 2655, 9957, 4032, 9640, 3555, 3615, 4032, 9778, 2304, 3794, 9957, 1975, 9778, 13546, 995, 6156, 6027, 7649, 5551, 9381, 3555, 33753, 9122, 33456, 11296, 4230, 382, 257, 4230], "avg_logprob": -0.11955915251746774, "compression_ratio": 2.151898734177215, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 789.38, "end": 789.82, "word": "واحد", "probability": 0.7265625}, {"start": 789.82, "end": 790.14, "word": " اتنين", "probability": 0.77325439453125}, {"start": 790.14, "end": 790.68, "word": " تلاتة", "probability": 0.84033203125}, {"start": 790.68, "end": 791.08, "word": " اربع", "probability": 0.7708333333333334}, {"start": 791.08, "end": 791.78, "word": " خمسة", "probability": 0.973876953125}, {"start": 791.78, "end": 793.28, "word": " ستة", "probability": 0.92041015625}, {"start": 793.28, "end": 793.82, "word": " سبعة", "probability": 0.8439127604166666}, {"start": 793.82, "end": 794.5, "word": " تمانية", "probability": 0.9788411458333334}, {"start": 794.5, "end": 795.44, "word": " والتكلفتهم", "probability": 0.8682454427083334}, {"start": 795.44, "end": 795.7, "word": " كانت", "probability": 0.975830078125}, {"start": 795.7, "end": 795.98, "word": " تالي", "probability": 0.9607747395833334}, {"start": 795.98, "end": 796.38, "word": " اربع", "probability": 0.84814453125}, {"start": 796.38, "end": 796.96, "word": " وسبعين", "probability": 0.874755859375}, {"start": 796.96, "end": 798.6, "word": " اتنين", "probability": 0.969970703125}, {"start": 798.6, "end": 800.16, "word": " ستين", "probability": 0.9768880208333334}, {"start": 800.16, "end": 801.96, "word": " تلاتة", "probability": 0.9739990234375}, {"start": 801.96, "end": 802.26, "word": " اربع", "probability": 0.95947265625}, {"start": 802.26, "end": 803.02, "word": " وخمسين", "probability": 0.96552734375}, {"start": 803.02, "end": 804.84, "word": " ستين", "probability": 0.9832356770833334}, {"start": 804.84, "end": 806.68, "word": " اربعين", "probability": 0.9515380859375}, {"start": 806.68, "end": 809.4, "word": " اربعين", "probability": 0.9173583984375}, {"start": 809.4, "end": 809.7, "word": " اربع", "probability": 0.9397786458333334}, {"start": 809.7, "end": 810.54, "word": " وسبعين", "probability": 0.9757080078125}, {"start": 810.54, "end": 812.34, "word": " ستين", "probability": 0.96533203125}, {"start": 812.34, "end": 813.84, "word": " واربع", "probability": 0.93115234375}, {"start": 813.84, "end": 814.38, "word": " وخمسين", "probability": 0.98828125}, {"start": 814.38, "end": 814.86, "word": " اخيرا", "probability": 0.8594970703125}, {"start": 814.86, "end": 815.52, "word": " فالان", "probability": 0.9070638020833334}, {"start": 815.52, "end": 815.94, "word": " أصبحت", "probability": 0.85174560546875}, {"start": 815.94, "end": 816.2, "word": " كأنها", "probability": 0.9181315104166666}, {"start": 816.2, "end": 816.46, "word": " tree", "probability": 0.455810546875}, {"start": 816.46, "end": 817.38, "word": " as", "probability": 0.274658203125}, {"start": 817.38, "end": 817.48, "word": " a", "probability": 0.96142578125}, {"start": 817.48, "end": 817.68, "word": " tree", "probability": 0.8388671875}], "temperature": 1.0}, {"id": 33, "seek": 83555, "start": 818.59, "end": 835.55, "text": "as a tree بتشوف the minimum cost بتحرك معها to move with the minimum cost فإذا واضح ال minimum cost هنا 40 صحيح فإذا مبدأيا الصح أني أتحرك بهذا الاتجاه", "tokens": [296, 257, 4230, 39894, 8592, 38688, 264, 7285, 2063, 39894, 5016, 31747, 20449, 11296, 281, 1286, 365, 264, 7285, 2063, 6156, 28814, 15730, 4032, 46958, 5016, 2423, 7285, 2063, 34105, 3356, 20328, 5016, 1829, 5016, 6156, 28814, 15730, 3714, 44510, 10721, 25528, 31767, 5016, 14739, 1829, 5551, 2655, 5016, 31747, 39627, 15730, 2423, 9307, 7435, 40294], "avg_logprob": -0.186814686708283, "compression_ratio": 1.4429530201342282, "no_speech_prob": 9.417533874511719e-06, "words": [{"start": 818.59, "end": 818.87, "word": "as", "probability": 0.7373046875}, {"start": 818.87, "end": 819.03, "word": " a", "probability": 0.9296875}, {"start": 819.03, "end": 819.23, "word": " tree", "probability": 0.8876953125}, {"start": 819.23, "end": 820.09, "word": " بتشوف", "probability": 0.7187906901041666}, {"start": 820.09, "end": 820.79, "word": " the", "probability": 0.580078125}, {"start": 820.79, "end": 821.09, "word": " minimum", "probability": 0.9755859375}, {"start": 821.09, "end": 821.65, "word": " cost", "probability": 0.927734375}, {"start": 821.65, "end": 822.47, "word": " بتحرك", "probability": 0.73974609375}, {"start": 822.47, "end": 822.89, "word": " معها", "probability": 0.86572265625}, {"start": 822.89, "end": 823.63, "word": " to", "probability": 0.77490234375}, {"start": 823.63, "end": 823.95, "word": " move", "probability": 0.95947265625}, {"start": 823.95, "end": 824.45, "word": " with", "probability": 0.93505859375}, {"start": 824.45, "end": 824.57, "word": " the", "probability": 0.66650390625}, {"start": 824.57, "end": 824.83, "word": " minimum", "probability": 0.96923828125}, {"start": 824.83, "end": 825.45, "word": " cost", "probability": 0.90771484375}, {"start": 825.45, "end": 825.93, "word": " فإذا", "probability": 0.89990234375}, {"start": 825.93, "end": 826.25, "word": " واضح", "probability": 0.9479166666666666}, {"start": 826.25, "end": 826.37, "word": " ال", "probability": 0.80078125}, {"start": 826.37, "end": 826.57, "word": " minimum", "probability": 0.986328125}, {"start": 826.57, "end": 826.95, "word": " cost", "probability": 0.9091796875}, {"start": 826.95, "end": 827.27, "word": " هنا", "probability": 0.9853515625}, {"start": 827.27, "end": 829.41, "word": " 40", "probability": 0.454833984375}, {"start": 829.41, "end": 830.55, "word": " صحيح", "probability": 0.9779052734375}, {"start": 830.55, "end": 831.21, "word": " فإذا", "probability": 0.8063151041666666}, {"start": 831.21, "end": 832.11, "word": " مبدأيا", "probability": 0.859619140625}, {"start": 832.11, "end": 832.55, "word": " الصح", "probability": 0.928466796875}, {"start": 832.55, "end": 832.75, "word": " أني", "probability": 0.5859375}, {"start": 832.75, "end": 833.37, "word": " أتحرك", "probability": 0.9288330078125}, {"start": 833.37, "end": 834.97, "word": " بهذا", "probability": 0.9462890625}, {"start": 834.97, "end": 835.55, "word": " الاتجاه", "probability": 0.890869140625}], "temperature": 1.0}, {"id": 34, "seek": 86932, "start": 840.9, "end": 869.32, "text": "الصح أننا نتحرك في هذه الاتجاه فبروح لمين؟ لـ 40 and ال 40 فإذا هي مبدأيا أول حركة اتحركناها الآن the next step أنه أصبحت هذه هي بالنسبالنا ال parent اللي بدنا نجيب ال successors تعونها بدنا نتحرك و نجيب ال successors تعونها طيب عشان نجيب ال successors تعونها أصبحت كأنه هي ال start الجديدة فكل هذا خلصناه", "tokens": [6027, 9381, 5016, 14739, 8315, 8717, 2655, 5016, 31747, 8978, 8032, 8848, 3224, 2423, 9307, 7435, 40294, 6156, 26890, 2407, 5016, 32767, 9957, 22807, 5296, 39184, 3356, 293, 2423, 3356, 6156, 28814, 15730, 39896, 3714, 44510, 10721, 25528, 5551, 12610, 11331, 31747, 3660, 1975, 2655, 5016, 31747, 8315, 11296, 6024, 48506, 264, 958, 1823, 14739, 3224, 5551, 9381, 3555, 33753, 29538, 39896, 20666, 1863, 35457, 6027, 8315, 2423, 2596, 13672, 1829, 47525, 8315, 8717, 7435, 1829, 3555, 2423, 2245, 830, 37279, 11536, 11296, 47525, 8315, 8717, 2655, 5016, 31747, 4032, 8717, 7435, 1829, 3555, 2423, 2245, 830, 37279, 11536, 11296, 23032, 1829, 3555, 6225, 8592, 7649, 8717, 7435, 1829, 3555, 2423, 2245, 830, 37279, 11536, 11296, 5551, 9381, 3555, 33753, 9122, 33456, 3224, 39896, 2423, 722, 25724, 16254, 41891, 6156, 28820, 23758, 16490, 1211, 9381, 8315, 3224], "avg_logprob": -0.1790081504462422, "compression_ratio": 1.976, "no_speech_prob": 6.258487701416016e-06, "words": [{"start": 840.9, "end": 841.38, "word": "الصح", "probability": 0.8963216145833334}, {"start": 841.38, "end": 841.64, "word": " أننا", "probability": 0.35693359375}, {"start": 841.64, "end": 841.94, "word": " نتحرك", "probability": 0.981689453125}, {"start": 841.94, "end": 842.08, "word": " في", "probability": 0.82958984375}, {"start": 842.08, "end": 842.18, "word": " هذه", "probability": 0.568115234375}, {"start": 842.18, "end": 842.52, "word": " الاتجاه", "probability": 0.9306640625}, {"start": 842.52, "end": 842.92, "word": " فبروح", "probability": 0.895751953125}, {"start": 842.92, "end": 843.64, "word": " لمين؟", "probability": 0.569580078125}, {"start": 843.64, "end": 844.18, "word": " لـ", "probability": 0.4560546875}, {"start": 844.18, "end": 844.6, "word": " 40", "probability": 0.361572265625}, {"start": 844.6, "end": 845.0, "word": " and", "probability": 0.0970458984375}, {"start": 845.0, "end": 845.1, "word": " ال", "probability": 0.474609375}, {"start": 845.1, "end": 845.42, "word": " 40", "probability": 0.390869140625}, {"start": 845.42, "end": 845.9, "word": " فإذا", "probability": 0.814453125}, {"start": 845.9, "end": 846.06, "word": " هي", "probability": 0.480224609375}, {"start": 846.06, "end": 846.56, "word": " مبدأيا", "probability": 0.862060546875}, {"start": 846.56, "end": 847.0, "word": " أول", "probability": 0.838623046875}, {"start": 847.0, "end": 847.5, "word": " حركة", "probability": 0.9874674479166666}, {"start": 847.5, "end": 848.26, "word": " اتحركناها", "probability": 0.8878987630208334}, {"start": 848.26, "end": 849.72, "word": " الآن", "probability": 0.6695556640625}, {"start": 849.72, "end": 850.22, "word": " the", "probability": 0.317138671875}, {"start": 850.22, "end": 850.6, "word": " next", "probability": 0.96337890625}, {"start": 850.6, "end": 851.54, "word": " step", "probability": 0.98486328125}, {"start": 851.54, "end": 852.0, "word": " أنه", "probability": 0.73828125}, {"start": 852.0, "end": 852.36, "word": " أصبحت", "probability": 0.962890625}, {"start": 852.36, "end": 852.6, "word": " هذه", "probability": 0.72314453125}, {"start": 852.6, "end": 852.76, "word": " هي", "probability": 0.62353515625}, {"start": 852.76, "end": 853.54, "word": " بالنسبالنا", "probability": 0.99345703125}, {"start": 853.54, "end": 857.32, "word": " ال", "probability": 0.95556640625}, {"start": 857.32, "end": 857.7, "word": " parent", "probability": 0.93310546875}, {"start": 857.7, "end": 857.9, "word": " اللي", "probability": 0.91748046875}, {"start": 857.9, "end": 858.14, "word": " بدنا", "probability": 0.934326171875}, {"start": 858.14, "end": 858.42, "word": " نجيب", "probability": 0.9967041015625}, {"start": 858.42, "end": 858.54, "word": " ال", "probability": 0.91357421875}, {"start": 858.54, "end": 859.0, "word": " successors", "probability": 0.939697265625}, {"start": 859.0, "end": 860.04, "word": " تعونها", "probability": 0.9075520833333334}, {"start": 860.04, "end": 860.38, "word": " بدنا", "probability": 0.766845703125}, {"start": 860.38, "end": 860.86, "word": " نتحرك", "probability": 0.996337890625}, {"start": 860.86, "end": 861.16, "word": " و", "probability": 0.98779296875}, {"start": 861.16, "end": 861.38, "word": " نجيب", "probability": 0.960205078125}, {"start": 861.38, "end": 861.48, "word": " ال", "probability": 0.92578125}, {"start": 861.48, "end": 861.86, "word": " successors", "probability": 0.976318359375}, {"start": 861.86, "end": 862.26, "word": " تعونها", "probability": 0.9744466145833334}, {"start": 862.26, "end": 862.7, "word": " طيب", "probability": 0.95703125}, {"start": 862.7, "end": 863.16, "word": " عشان", "probability": 0.9705403645833334}, {"start": 863.16, "end": 863.4, "word": " نجيب", "probability": 0.997314453125}, {"start": 863.4, "end": 863.52, "word": " ال", "probability": 0.97216796875}, {"start": 863.52, "end": 863.9, "word": " successors", "probability": 0.979736328125}, {"start": 863.9, "end": 864.28, "word": " تعونها", "probability": 0.9697265625}, {"start": 864.28, "end": 864.7, "word": " أصبحت", "probability": 0.968017578125}, {"start": 864.7, "end": 865.28, "word": " كأنه", "probability": 0.94091796875}, {"start": 865.28, "end": 865.62, "word": " هي", "probability": 0.90185546875}, {"start": 865.62, "end": 865.78, "word": " ال", "probability": 0.9365234375}, {"start": 865.78, "end": 866.08, "word": " start", "probability": 0.9755859375}, {"start": 866.08, "end": 866.66, "word": " الجديدة", "probability": 0.92578125}, {"start": 866.66, "end": 868.26, "word": " فكل", "probability": 0.966796875}, {"start": 868.26, "end": 868.58, "word": " هذا", "probability": 0.91748046875}, {"start": 868.58, "end": 869.32, "word": " خلصناه", "probability": 0.9951171875}], "temperature": 1.0}, {"id": 35, "seek": 89525, "start": 872.47, "end": 895.25, "text": "و أصبحنا الآن هنا خلاص اتحركنا احنا الآن هنا تمام الان من هنا برضه بدي اعيد نفس الكلام عشان اجيب ال successors تبعوننا فال successors تبعوننا هكون عندى هنا واحد اتنين تلاتة اربع", "tokens": [2407, 5551, 9381, 49628, 8315, 6024, 48506, 34105, 16490, 1211, 33546, 1975, 2655, 5016, 31747, 8315, 1975, 5016, 8315, 6024, 48506, 34105, 46811, 10943, 2423, 7649, 9154, 34105, 4724, 43042, 3224, 4724, 16254, 1975, 3615, 25708, 8717, 36178, 2423, 28820, 10943, 6225, 8592, 7649, 1975, 7435, 1829, 3555, 2423, 2245, 830, 6055, 3555, 3615, 11536, 8315, 6156, 6027, 2245, 830, 6055, 3555, 3615, 11536, 8315, 8032, 30544, 43242, 7578, 34105, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 1975, 25513, 3615], "avg_logprob": -0.1678757467085407, "compression_ratio": 1.819277108433735, "no_speech_prob": 3.814697265625e-06, "words": [{"start": 872.47, "end": 873.35, "word": "و", "probability": 0.982421875}, {"start": 873.35, "end": 873.75, "word": " أصبحنا", "probability": 0.956787109375}, {"start": 873.75, "end": 873.95, "word": " الآن", "probability": 0.734130859375}, {"start": 873.95, "end": 874.21, "word": " هنا", "probability": 0.99267578125}, {"start": 874.21, "end": 876.65, "word": " خلاص", "probability": 0.8914388020833334}, {"start": 876.65, "end": 878.39, "word": " اتحركنا", "probability": 0.94091796875}, {"start": 878.39, "end": 880.03, "word": " احنا", "probability": 0.8849283854166666}, {"start": 880.03, "end": 880.35, "word": " الآن", "probability": 0.77783203125}, {"start": 880.35, "end": 880.77, "word": " هنا", "probability": 0.994140625}, {"start": 880.77, "end": 883.31, "word": " تمام", "probability": 0.943115234375}, {"start": 883.31, "end": 883.93, "word": " الان", "probability": 0.59698486328125}, {"start": 883.93, "end": 884.09, "word": " من", "probability": 0.98583984375}, {"start": 884.09, "end": 884.37, "word": " هنا", "probability": 0.99560546875}, {"start": 884.37, "end": 884.83, "word": " برضه", "probability": 0.9720052083333334}, {"start": 884.83, "end": 885.05, "word": " بدي", "probability": 0.7529296875}, {"start": 885.05, "end": 885.31, "word": " اعيد", "probability": 0.8107096354166666}, {"start": 885.31, "end": 885.65, "word": " نفس", "probability": 0.99462890625}, {"start": 885.65, "end": 886.09, "word": " الكلام", "probability": 0.95751953125}, {"start": 886.09, "end": 886.37, "word": " عشان", "probability": 0.9866536458333334}, {"start": 886.37, "end": 886.91, "word": " اجيب", "probability": 0.9273681640625}, {"start": 886.91, "end": 887.57, "word": " ال", "probability": 0.93115234375}, {"start": 887.57, "end": 887.93, "word": " successors", "probability": 0.623291015625}, {"start": 887.93, "end": 888.55, "word": " تبعوننا", "probability": 0.594140625}, {"start": 888.55, "end": 888.91, "word": " فال", "probability": 0.9189453125}, {"start": 888.91, "end": 889.25, "word": " successors", "probability": 0.963623046875}, {"start": 889.25, "end": 890.05, "word": " تبعوننا", "probability": 0.94951171875}, {"start": 890.05, "end": 890.51, "word": " هكون", "probability": 0.7880859375}, {"start": 890.51, "end": 890.77, "word": " عندى", "probability": 0.5732421875}, {"start": 890.77, "end": 890.93, "word": " هنا", "probability": 0.96337890625}, {"start": 890.93, "end": 891.61, "word": " واحد", "probability": 0.917236328125}, {"start": 891.61, "end": 892.81, "word": " اتنين", "probability": 0.9215087890625}, {"start": 892.81, "end": 894.37, "word": " تلاتة", "probability": 0.9449462890625}, {"start": 894.37, "end": 895.25, "word": " اربع", "probability": 0.7877604166666666}], "temperature": 1.0}, {"id": 36, "seek": 91669, "start": 896.97, "end": 916.69, "text": "لو افترض ان هنا one two three four هذا مش هنعرف نرجعلها صحيح؟ graph فصار عندي cycling اذا اتعملت معاها as a graph صار عندي cycling معناته بروح و برجع في نفس ال two tiles على نفس ال two tiles او البلطين جاعت بروح و برجع بروح و برجع okay فإذا هنا نقدر", "tokens": [1211, 2407, 1975, 5172, 2655, 43042, 16472, 34105, 472, 732, 1045, 1451, 23758, 37893, 8032, 1863, 3615, 28480, 8717, 47341, 30241, 11296, 20328, 5016, 1829, 5016, 22807, 4295, 6156, 9381, 9640, 18871, 16254, 22425, 1975, 15730, 1975, 2655, 25957, 1211, 2655, 20449, 995, 11296, 382, 257, 4295, 20328, 9640, 18871, 16254, 22425, 20449, 8315, 47395, 4724, 32887, 5016, 4032, 4724, 47341, 3615, 8978, 8717, 36178, 2423, 732, 21982, 15844, 8717, 36178, 2423, 732, 21982, 1975, 2407, 29739, 1211, 9566, 9957, 10874, 995, 34268, 4724, 32887, 5016, 4032, 4724, 47341, 3615, 4724, 32887, 5016, 4032, 4724, 47341, 3615, 1392, 6156, 28814, 15730, 34105, 8717, 28543, 2288], "avg_logprob": -0.19369104279662078, "compression_ratio": 1.794392523364486, "no_speech_prob": 8.571147918701172e-05, "words": [{"start": 896.97, "end": 897.23, "word": "لو", "probability": 0.629150390625}, {"start": 897.23, "end": 897.51, "word": " افترض", "probability": 0.9456787109375}, {"start": 897.51, "end": 897.63, "word": " ان", "probability": 0.64453125}, {"start": 897.63, "end": 897.79, "word": " هنا", "probability": 0.5986328125}, {"start": 897.79, "end": 898.03, "word": " one", "probability": 0.48828125}, {"start": 898.03, "end": 898.49, "word": " two", "probability": 0.50537109375}, {"start": 898.49, "end": 899.65, "word": " three", "probability": 0.94677734375}, {"start": 899.65, "end": 900.31, "word": " four", "probability": 0.9287109375}, {"start": 900.31, "end": 900.53, "word": " هذا", "probability": 0.39111328125}, {"start": 900.53, "end": 900.65, "word": " مش", "probability": 0.880859375}, {"start": 900.65, "end": 900.91, "word": " هنعرف", "probability": 0.918212890625}, {"start": 900.91, "end": 901.47, "word": " نرجعلها", "probability": 0.78546142578125}, {"start": 901.47, "end": 902.97, "word": " صحيح؟", "probability": 0.7814453125}, {"start": 902.97, "end": 903.45, "word": " graph", "probability": 0.6953125}, {"start": 903.45, "end": 903.89, "word": " فصار", "probability": 0.908203125}, {"start": 903.89, "end": 904.09, "word": " عندي", "probability": 0.891357421875}, {"start": 904.09, "end": 904.61, "word": " cycling", "probability": 0.9345703125}, {"start": 904.61, "end": 905.67, "word": " اذا", "probability": 0.797119140625}, {"start": 905.67, "end": 906.17, "word": " اتعملت", "probability": 0.86640625}, {"start": 906.17, "end": 906.35, "word": " معاها", "probability": 0.7224934895833334}, {"start": 906.35, "end": 906.49, "word": " as", "probability": 0.9052734375}, {"start": 906.49, "end": 906.85, "word": " a", "probability": 0.9169921875}, {"start": 906.85, "end": 907.21, "word": " graph", "probability": 0.92822265625}, {"start": 907.21, "end": 907.65, "word": " صار", "probability": 0.7744140625}, {"start": 907.65, "end": 907.83, "word": " عندي", "probability": 0.97265625}, {"start": 907.83, "end": 908.21, "word": " cycling", "probability": 0.9384765625}, {"start": 908.21, "end": 908.57, "word": " معناته", "probability": 0.8330078125}, {"start": 908.57, "end": 908.87, "word": " بروح", "probability": 0.9344075520833334}, {"start": 908.87, "end": 908.93, "word": " و", "probability": 0.97216796875}, {"start": 908.93, "end": 909.23, "word": " برجع", "probability": 0.8974609375}, {"start": 909.23, "end": 909.37, "word": " في", "probability": 0.943359375}, {"start": 909.37, "end": 909.63, "word": " نفس", "probability": 0.983154296875}, {"start": 909.63, "end": 910.73, "word": " ال", "probability": 0.9658203125}, {"start": 910.73, "end": 910.97, "word": " two", "probability": 0.927734375}, {"start": 910.97, "end": 911.69, "word": " tiles", "probability": 0.8671875}, {"start": 911.69, "end": 912.23, "word": " على", "probability": 0.370849609375}, {"start": 912.23, "end": 912.41, "word": " نفس", "probability": 0.992919921875}, {"start": 912.41, "end": 912.55, "word": " ال", "probability": 0.9853515625}, {"start": 912.55, "end": 912.65, "word": " two", "probability": 0.90234375}, {"start": 912.65, "end": 912.89, "word": " tiles", "probability": 0.8857421875}, {"start": 912.89, "end": 913.03, "word": " او", "probability": 0.87109375}, {"start": 913.03, "end": 913.55, "word": " البلطين", "probability": 0.941650390625}, {"start": 913.55, "end": 913.77, "word": " جاعت", "probability": 0.5409342447916666}, {"start": 913.77, "end": 914.01, "word": " بروح", "probability": 0.9786783854166666}, {"start": 914.01, "end": 914.09, "word": " و", "probability": 0.94970703125}, {"start": 914.09, "end": 914.25, "word": " برجع", "probability": 0.9720052083333334}, {"start": 914.25, "end": 914.47, "word": " بروح", "probability": 0.7914225260416666}, {"start": 914.47, "end": 914.55, "word": " و", "probability": 0.9912109375}, {"start": 914.55, "end": 914.71, "word": " برجع", "probability": 0.9908854166666666}, {"start": 914.71, "end": 915.19, "word": " okay", "probability": 0.6767578125}, {"start": 915.19, "end": 915.67, "word": " فإذا", "probability": 0.7101236979166666}, {"start": 915.67, "end": 915.91, "word": " هنا", "probability": 0.970703125}, {"start": 915.91, "end": 916.69, "word": " نقدر", "probability": 0.9560546875}], "temperature": 1.0}, {"id": 37, "seek": 94252, "start": 917.98, "end": 942.52, "text": "انجسمها لحسب الأرقام اللي عندي واحد اتنين تلاتة أربعة بدنا نجيب ال cost لكل واحد منهم بنفس القالية تماما هي عندي H F واللي هي summation of G وH هذا ال F تمام نمسك واحدة واحدة واحد", "tokens": [7649, 7435, 38251, 11296, 5296, 5016, 35457, 16247, 2288, 4587, 10943, 13672, 1829, 18871, 16254, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 5551, 25513, 27884, 47525, 8315, 8717, 7435, 1829, 3555, 2423, 2063, 5296, 28820, 36764, 24401, 9154, 16095, 44945, 36178, 25062, 6027, 10632, 46811, 10943, 995, 39896, 18871, 16254, 389, 479, 16070, 20292, 39896, 28811, 295, 460, 4032, 39, 23758, 2423, 479, 46811, 10943, 8717, 2304, 3794, 4117, 36764, 24401, 3660, 36764, 24401, 3660, 36764, 24401], "avg_logprob": -0.2110339535607232, "compression_ratio": 1.687150837988827, "no_speech_prob": 1.6987323760986328e-05, "words": [{"start": 917.98, "end": 918.94, "word": "انجسمها", "probability": 0.81787109375}, {"start": 918.94, "end": 919.82, "word": " لحسب", "probability": 0.8313802083333334}, {"start": 919.82, "end": 920.2, "word": " الأرقام", "probability": 0.975830078125}, {"start": 920.2, "end": 920.34, "word": " اللي", "probability": 0.812744140625}, {"start": 920.34, "end": 920.7, "word": " عندي", "probability": 0.792724609375}, {"start": 920.7, "end": 921.3, "word": " واحد", "probability": 0.5899658203125}, {"start": 921.3, "end": 921.74, "word": " اتنين", "probability": 0.9364013671875}, {"start": 921.74, "end": 922.68, "word": " تلاتة", "probability": 0.9498291015625}, {"start": 922.68, "end": 923.34, "word": " أربعة", "probability": 0.7491861979166666}, {"start": 923.34, "end": 924.04, "word": " بدنا", "probability": 0.725341796875}, {"start": 924.04, "end": 924.24, "word": " نجيب", "probability": 0.9959716796875}, {"start": 924.24, "end": 924.38, "word": " ال", "probability": 0.974609375}, {"start": 924.38, "end": 924.72, "word": " cost", "probability": 0.86767578125}, {"start": 924.72, "end": 925.26, "word": " لكل", "probability": 0.891357421875}, {"start": 925.26, "end": 925.7, "word": " واحد", "probability": 0.989013671875}, {"start": 925.7, "end": 926.1, "word": " منهم", "probability": 0.992431640625}, {"start": 926.1, "end": 926.94, "word": " بنفس", "probability": 0.983642578125}, {"start": 926.94, "end": 927.48, "word": " القالية", "probability": 0.8072916666666666}, {"start": 927.48, "end": 928.04, "word": " تماما", "probability": 0.9930013020833334}, {"start": 928.04, "end": 928.66, "word": " هي", "probability": 0.28125}, {"start": 928.66, "end": 928.94, "word": " عندي", "probability": 0.79248046875}, {"start": 928.94, "end": 929.24, "word": " H", "probability": 0.331787109375}, {"start": 929.24, "end": 930.62, "word": " F", "probability": 0.43115234375}, {"start": 930.62, "end": 931.12, "word": " واللي", "probability": 0.5850830078125}, {"start": 931.12, "end": 931.36, "word": " هي", "probability": 0.86328125}, {"start": 931.36, "end": 932.14, "word": " summation", "probability": 0.65576171875}, {"start": 932.14, "end": 932.94, "word": " of", "probability": 0.97705078125}, {"start": 932.94, "end": 934.88, "word": " G", "probability": 0.8642578125}, {"start": 934.88, "end": 936.12, "word": " وH", "probability": 0.748291015625}, {"start": 936.12, "end": 938.02, "word": " هذا", "probability": 0.449951171875}, {"start": 938.02, "end": 938.14, "word": " ال", "probability": 0.87060546875}, {"start": 938.14, "end": 938.36, "word": " F", "probability": 0.90869140625}, {"start": 938.36, "end": 940.7, "word": " تمام", "probability": 0.967041015625}, {"start": 940.7, "end": 941.6, "word": " نمسك", "probability": 0.943359375}, {"start": 941.6, "end": 941.8, "word": " واحدة", "probability": 0.9768880208333334}, {"start": 941.8, "end": 942.08, "word": " واحدة", "probability": 0.9737955729166666}, {"start": 942.08, "end": 942.52, "word": " واحد", "probability": 0.822509765625}], "temperature": 1.0}, {"id": 38, "seek": 97109, "start": 943.51, "end": 971.09, "text": "عشان الجي بين إفتعتها محتاج الجي، الجي من هنا إلى الآن هنا، كداش؟ أربعة عشر، كداش بعيدة؟ واحد، اتنين، تلاتة، أربعة، خمسة، فصار مجموع أربعة وستين، أربعة وستين، تمام، الأتنين؟ عشرة، و هنا واحد، اتنين، تلاتة، أربعة، خمسين", "tokens": [3615, 8592, 7649, 25724, 1829, 49374, 11933, 5172, 2655, 34268, 11296, 3714, 33753, 26108, 25724, 1829, 12399, 25724, 1829, 9154, 34105, 30731, 6024, 48506, 34105, 12399, 9122, 3215, 33599, 22807, 5551, 25513, 27884, 6225, 46309, 12399, 9122, 3215, 33599, 45030, 25708, 3660, 22807, 36764, 24401, 12399, 1975, 2655, 1863, 9957, 12399, 6055, 1211, 9307, 3660, 12399, 5551, 25513, 27884, 12399, 16490, 2304, 3794, 3660, 12399, 6156, 9381, 9640, 3714, 7435, 2304, 45367, 5551, 25513, 27884, 4032, 14851, 9957, 12399, 5551, 25513, 27884, 4032, 14851, 9957, 12399, 46811, 10943, 12399, 16247, 2655, 1863, 9957, 22807, 6225, 8592, 25720, 12399, 4032, 34105, 36764, 24401, 12399, 1975, 2655, 1863, 9957, 12399, 6055, 1211, 9307, 3660, 12399, 5551, 25513, 27884, 12399, 16490, 2304, 3794, 9957], "avg_logprob": -0.19748976057181594, "compression_ratio": 2.241573033707865, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 943.51, "end": 943.85, "word": "عشان", "probability": 0.9855143229166666}, {"start": 943.85, "end": 944.05, "word": " الجي", "probability": 0.65966796875}, {"start": 944.05, "end": 944.13, "word": " بين", "probability": 0.20751953125}, {"start": 944.13, "end": 944.71, "word": " إفتعتها", "probability": 0.78701171875}, {"start": 944.71, "end": 945.33, "word": " محتاج", "probability": 0.96044921875}, {"start": 945.33, "end": 945.79, "word": " الجي،", "probability": 0.64794921875}, {"start": 945.79, "end": 946.23, "word": " الجي", "probability": 0.923583984375}, {"start": 946.23, "end": 946.61, "word": " من", "probability": 0.99072265625}, {"start": 946.61, "end": 947.01, "word": " هنا", "probability": 0.99658203125}, {"start": 947.01, "end": 947.49, "word": " إلى", "probability": 0.5546875}, {"start": 947.49, "end": 947.65, "word": " الآن", "probability": 0.6153564453125}, {"start": 947.65, "end": 948.57, "word": " هنا،", "probability": 0.677978515625}, {"start": 948.57, "end": 949.27, "word": " كداش؟", "probability": 0.837158203125}, {"start": 949.27, "end": 950.01, "word": " أربعة", "probability": 0.7607421875}, {"start": 950.01, "end": 951.03, "word": " عشر،", "probability": 0.5943196614583334}, {"start": 951.03, "end": 951.43, "word": " كداش", "probability": 0.9832356770833334}, {"start": 951.43, "end": 951.75, "word": " بعيدة؟", "probability": 0.78546142578125}, {"start": 951.75, "end": 952.09, "word": " واحد،", "probability": 0.9039713541666666}, {"start": 952.09, "end": 952.47, "word": " اتنين،", "probability": 0.96171875}, {"start": 952.47, "end": 952.95, "word": " تلاتة،", "probability": 0.9810546875}, {"start": 952.95, "end": 953.35, "word": " أربعة،", "probability": 0.7896728515625}, {"start": 953.35, "end": 954.07, "word": " خمسة،", "probability": 0.92451171875}, {"start": 954.07, "end": 956.41, "word": " فصار", "probability": 0.7431640625}, {"start": 956.41, "end": 956.87, "word": " مجموع", "probability": 0.9073486328125}, {"start": 956.87, "end": 957.41, "word": " أربعة", "probability": 0.7804361979166666}, {"start": 957.41, "end": 959.99, "word": " وستين،", "probability": 0.8365478515625}, {"start": 959.99, "end": 960.61, "word": " أربعة", "probability": 0.8191731770833334}, {"start": 960.61, "end": 962.41, "word": " وستين،", "probability": 0.9345703125}, {"start": 962.41, "end": 963.59, "word": " تمام،", "probability": 0.84521484375}, {"start": 963.59, "end": 964.29, "word": " الأتنين؟", "probability": 0.83173828125}, {"start": 964.29, "end": 966.95, "word": " عشرة،", "probability": 0.9132080078125}, {"start": 966.95, "end": 967.21, "word": " و", "probability": 0.73046875}, {"start": 967.21, "end": 967.39, "word": " هنا", "probability": 0.58251953125}, {"start": 967.39, "end": 967.87, "word": " واحد،", "probability": 0.8702799479166666}, {"start": 967.87, "end": 968.29, "word": " اتنين،", "probability": 0.9705078125}, {"start": 968.29, "end": 968.77, "word": " تلاتة،", "probability": 0.99375}, {"start": 968.77, "end": 969.87, "word": " أربعة،", "probability": 0.9410400390625}, {"start": 969.87, "end": 971.09, "word": " خمسين", "probability": 0.974365234375}], "temperature": 1.0}, {"id": 39, "seek": 99888, "start": 976.06, "end": 998.88, "text": "تحت عشرة و هنا واحد، اتنين، تلاتة، أربعة، برضه خمسين، فده اللي هي رقم أربعة، تلاتة، اتنين، تلاتة، أربعة، خمسة", "tokens": [2655, 33753, 6225, 8592, 25720, 4032, 34105, 36764, 24401, 12399, 1975, 2655, 1863, 9957, 12399, 6055, 1211, 9307, 3660, 12399, 5551, 25513, 27884, 12399, 4724, 43042, 3224, 16490, 2304, 3794, 9957, 12399, 6156, 3215, 3224, 13672, 1829, 39896, 12602, 4587, 2304, 5551, 25513, 27884, 12399, 6055, 1211, 9307, 3660, 12399, 1975, 2655, 1863, 9957, 12399, 6055, 1211, 9307, 3660, 12399, 5551, 25513, 27884, 12399, 16490, 2304, 3794, 3660], "avg_logprob": -0.20312499913616458, "compression_ratio": 1.8425925925925926, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 976.0600000000001, "end": 977.46, "word": "تحت", "probability": 0.914306640625}, {"start": 977.46, "end": 978.86, "word": " عشرة", "probability": 0.9275716145833334}, {"start": 978.86, "end": 979.9, "word": " و", "probability": 0.6318359375}, {"start": 979.9, "end": 980.1, "word": " هنا", "probability": 0.8828125}, {"start": 980.1, "end": 981.04, "word": " واحد،", "probability": 0.7928059895833334}, {"start": 981.04, "end": 981.44, "word": " اتنين،", "probability": 0.892578125}, {"start": 981.44, "end": 981.88, "word": " تلاتة،", "probability": 0.9763671875}, {"start": 981.88, "end": 982.52, "word": " أربعة،", "probability": 0.72515869140625}, {"start": 982.52, "end": 984.04, "word": " برضه", "probability": 0.9456380208333334}, {"start": 984.04, "end": 985.1, "word": " خمسين،", "probability": 0.85869140625}, {"start": 985.1, "end": 987.54, "word": " فده", "probability": 0.8111979166666666}, {"start": 987.54, "end": 987.66, "word": " اللي", "probability": 0.985107421875}, {"start": 987.66, "end": 987.8, "word": " هي", "probability": 0.82763671875}, {"start": 987.8, "end": 988.1, "word": " رقم", "probability": 0.9661458333333334}, {"start": 988.1, "end": 990.22, "word": " أربعة،", "probability": 0.81591796875}, {"start": 990.22, "end": 991.3, "word": " تلاتة،", "probability": 0.8955078125}, {"start": 991.3, "end": 994.56, "word": " اتنين،", "probability": 0.647509765625}, {"start": 994.56, "end": 998.04, "word": " تلاتة،", "probability": 0.885546875}, {"start": 998.04, "end": 998.28, "word": " أربعة،", "probability": 0.8017578125}, {"start": 998.28, "end": 998.88, "word": " خمسة", "probability": 0.9808349609375}], "temperature": 1.0}, {"id": 40, "seek": 102111, "start": 1004.87, "end": 1021.11, "text": "تمام فإذا واضح بدنا نروح مع اتنين او اربع، يا اتنين يا اربع، واحنا قولنا في ال a star إذا كان في عندي أكتر من cost متساوية okay بقدر أعمل branching لأي واحد منهم، لأي هما", "tokens": [39237, 10943, 6156, 28814, 15730, 4032, 46958, 5016, 47525, 8315, 8717, 32887, 5016, 20449, 1975, 2655, 1863, 9957, 1975, 2407, 1975, 25513, 3615, 12399, 35186, 1975, 2655, 1863, 9957, 35186, 1975, 25513, 3615, 12399, 4032, 39319, 8315, 12174, 12610, 8315, 8978, 2423, 257, 3543, 11933, 15730, 25961, 8978, 18871, 16254, 5551, 4117, 2655, 2288, 9154, 2063, 44650, 3794, 995, 2407, 10632, 1392, 4724, 28543, 2288, 5551, 25957, 1211, 9819, 278, 5296, 10721, 1829, 36764, 24401, 9154, 16095, 12399, 5296, 10721, 1829, 8032, 15042], "avg_logprob": -0.17726934772162212, "compression_ratio": 1.5810055865921788, "no_speech_prob": 3.5762786865234375e-06, "words": [{"start": 1004.87, "end": 1005.31, "word": "تمام", "probability": 0.795654296875}, {"start": 1005.31, "end": 1006.03, "word": " فإذا", "probability": 0.8204752604166666}, {"start": 1006.03, "end": 1006.37, "word": " واضح", "probability": 0.9632161458333334}, {"start": 1006.37, "end": 1006.57, "word": " بدنا", "probability": 0.7578125}, {"start": 1006.57, "end": 1007.07, "word": " نروح", "probability": 0.9959309895833334}, {"start": 1007.07, "end": 1007.99, "word": " مع", "probability": 0.958984375}, {"start": 1007.99, "end": 1008.55, "word": " اتنين", "probability": 0.9139404296875}, {"start": 1008.55, "end": 1008.91, "word": " او", "probability": 0.796630859375}, {"start": 1008.91, "end": 1010.87, "word": " اربع،", "probability": 0.693359375}, {"start": 1010.87, "end": 1010.99, "word": " يا", "probability": 0.68017578125}, {"start": 1010.99, "end": 1011.27, "word": " اتنين", "probability": 0.9674072265625}, {"start": 1011.27, "end": 1011.37, "word": " يا", "probability": 0.9208984375}, {"start": 1011.37, "end": 1012.43, "word": " اربع،", "probability": 0.82989501953125}, {"start": 1012.43, "end": 1012.65, "word": " واحنا", "probability": 0.7530924479166666}, {"start": 1012.65, "end": 1012.89, "word": " قولنا", "probability": 0.92822265625}, {"start": 1012.89, "end": 1012.99, "word": " في", "probability": 0.92138671875}, {"start": 1012.99, "end": 1013.09, "word": " ال", "probability": 0.9580078125}, {"start": 1013.09, "end": 1013.23, "word": " a", "probability": 0.2135009765625}, {"start": 1013.23, "end": 1013.57, "word": " star", "probability": 0.1578369140625}, {"start": 1013.57, "end": 1014.11, "word": " إذا", "probability": 0.78515625}, {"start": 1014.11, "end": 1014.27, "word": " كان", "probability": 0.98876953125}, {"start": 1014.27, "end": 1014.37, "word": " في", "probability": 0.93798828125}, {"start": 1014.37, "end": 1014.55, "word": " عندي", "probability": 0.8388671875}, {"start": 1014.55, "end": 1014.95, "word": " أكتر", "probability": 0.8985595703125}, {"start": 1014.95, "end": 1015.23, "word": " من", "probability": 0.9892578125}, {"start": 1015.23, "end": 1016.19, "word": " cost", "probability": 0.93798828125}, {"start": 1016.19, "end": 1017.13, "word": " متساوية", "probability": 0.97939453125}, {"start": 1017.13, "end": 1017.81, "word": " okay", "probability": 0.51171875}, {"start": 1017.81, "end": 1018.35, "word": " بقدر", "probability": 0.9705403645833334}, {"start": 1018.35, "end": 1018.57, "word": " أعمل", "probability": 0.8546549479166666}, {"start": 1018.57, "end": 1019.01, "word": " branching", "probability": 0.81396484375}, {"start": 1019.01, "end": 1019.25, "word": " لأي", "probability": 0.93115234375}, {"start": 1019.25, "end": 1019.53, "word": " واحد", "probability": 0.984130859375}, {"start": 1019.53, "end": 1020.55, "word": " منهم،", "probability": 0.9597981770833334}, {"start": 1020.55, "end": 1020.83, "word": " لأي", "probability": 0.9344075520833334}, {"start": 1020.83, "end": 1021.11, "word": " هما", "probability": 0.572265625}], "temperature": 1.0}, {"id": 41, "seek": 105085, "start": 1022.34, "end": 1050.86, "text": "طبعا واضح انه عندنا هنا سواء اخترت الاتنين او اربعة هيمشي الحال مش هيكون فينا مشكلة مش هيكون عندنا مشكلة هتواجهنا المشكلة احيانا اذا كان اخترنا مثلا اربعة و ال wall تبعنا كان مكمل هنا مسكر هاضطر انجل على التاني على التاني و طبعا ال A star بال strategy تبعتها بال algorithm تبعها بتسمحلي اني انتقل اني انتقل للي فوق", "tokens": [9566, 3555, 3615, 995, 4032, 46958, 5016, 16472, 3224, 43242, 8315, 34105, 8608, 2407, 16606, 1975, 46456, 43500, 2423, 9307, 1863, 9957, 1975, 2407, 1975, 25513, 27884, 39896, 2304, 8592, 1829, 21542, 6027, 37893, 39896, 30544, 8978, 8315, 37893, 28820, 3660, 37893, 39896, 30544, 43242, 8315, 37893, 28820, 3660, 8032, 2655, 2407, 26108, 3224, 8315, 9673, 8592, 28820, 3660, 1975, 5016, 1829, 7649, 995, 1975, 15730, 25961, 1975, 46456, 2288, 8315, 50113, 15040, 1975, 25513, 27884, 4032, 2423, 2929, 6055, 3555, 3615, 8315, 25961, 3714, 24793, 1211, 34105, 47524, 37983, 8032, 46958, 9566, 2288, 16472, 7435, 1211, 15844, 16712, 7649, 1829, 15844, 16712, 7649, 1829, 4032, 23032, 3555, 3615, 995, 2423, 316, 3543, 20666, 5206, 6055, 3555, 34268, 11296, 20666, 9284, 6055, 3555, 3615, 11296, 39894, 38251, 5016, 20292, 16472, 1829, 16472, 2655, 4587, 1211, 16472, 1829, 16472, 2655, 4587, 1211, 5296, 20292, 6156, 30543], "avg_logprob": -0.1679152326836978, "compression_ratio": 2.0413533834586466, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 1022.34, "end": 1022.62, "word": "طبعا", "probability": 0.962646484375}, {"start": 1022.62, "end": 1022.88, "word": " واضح", "probability": 0.939453125}, {"start": 1022.88, "end": 1023.08, "word": " انه", "probability": 0.59375}, {"start": 1023.08, "end": 1023.3, "word": " عندنا", "probability": 0.888916015625}, {"start": 1023.3, "end": 1023.56, "word": " هنا", "probability": 0.92822265625}, {"start": 1023.56, "end": 1024.42, "word": " سواء", "probability": 0.9381510416666666}, {"start": 1024.42, "end": 1024.94, "word": " اخترت", "probability": 0.9401041666666666}, {"start": 1024.94, "end": 1026.26, "word": " الاتنين", "probability": 0.80096435546875}, {"start": 1026.26, "end": 1026.78, "word": " او", "probability": 0.899169921875}, {"start": 1026.78, "end": 1027.7, "word": " اربعة", "probability": 0.86865234375}, {"start": 1027.7, "end": 1028.66, "word": " هيمشي", "probability": 0.783172607421875}, {"start": 1028.66, "end": 1028.96, "word": " الحال", "probability": 0.8974609375}, {"start": 1028.96, "end": 1029.16, "word": " مش", "probability": 0.755859375}, {"start": 1029.16, "end": 1029.5, "word": " هيكون", "probability": 0.939697265625}, {"start": 1029.5, "end": 1029.72, "word": " فينا", "probability": 0.54840087890625}, {"start": 1029.72, "end": 1030.18, "word": " مشكلة", "probability": 0.9773763020833334}, {"start": 1030.18, "end": 1030.54, "word": " مش", "probability": 0.68603515625}, {"start": 1030.54, "end": 1030.76, "word": " هيكون", "probability": 0.97705078125}, {"start": 1030.76, "end": 1030.94, "word": " عندنا", "probability": 0.676025390625}, {"start": 1030.94, "end": 1031.36, "word": " مشكلة", "probability": 0.9903971354166666}, {"start": 1031.36, "end": 1032.1, "word": " هتواجهنا", "probability": 0.8887532552083334}, {"start": 1032.1, "end": 1032.48, "word": " المشكلة", "probability": 0.9942626953125}, {"start": 1032.48, "end": 1033.0, "word": " احيانا", "probability": 0.9431640625}, {"start": 1033.0, "end": 1033.52, "word": " اذا", "probability": 0.880859375}, {"start": 1033.52, "end": 1033.78, "word": " كان", "probability": 0.97021484375}, {"start": 1033.78, "end": 1034.18, "word": " اخترنا", "probability": 0.8529052734375}, {"start": 1034.18, "end": 1034.46, "word": " مثلا", "probability": 0.867431640625}, {"start": 1034.46, "end": 1035.14, "word": " اربعة", "probability": 0.9069010416666666}, {"start": 1035.14, "end": 1035.86, "word": " و", "probability": 0.80224609375}, {"start": 1035.86, "end": 1036.08, "word": " ال", "probability": 0.93359375}, {"start": 1036.08, "end": 1036.26, "word": " wall", "probability": 0.904296875}, {"start": 1036.26, "end": 1036.68, "word": " تبعنا", "probability": 0.86474609375}, {"start": 1036.68, "end": 1036.94, "word": " كان", "probability": 0.95654296875}, {"start": 1036.94, "end": 1037.44, "word": " مكمل", "probability": 0.9772135416666666}, {"start": 1037.44, "end": 1037.68, "word": " هنا", "probability": 0.97705078125}, {"start": 1037.68, "end": 1038.26, "word": " مسكر", "probability": 0.723876953125}, {"start": 1038.26, "end": 1040.04, "word": " هاضطر", "probability": 0.8037109375}, {"start": 1040.04, "end": 1040.98, "word": " انجل", "probability": 0.7892252604166666}, {"start": 1040.98, "end": 1041.38, "word": " على", "probability": 0.88623046875}, {"start": 1041.38, "end": 1042.2, "word": " التاني", "probability": 0.777587890625}, {"start": 1042.2, "end": 1042.76, "word": " على", "probability": 0.58056640625}, {"start": 1042.76, "end": 1043.34, "word": " التاني", "probability": 0.9847005208333334}, {"start": 1043.34, "end": 1043.48, "word": " و", "probability": 0.92919921875}, {"start": 1043.48, "end": 1043.8, "word": " طبعا", "probability": 0.92822265625}, {"start": 1043.8, "end": 1044.22, "word": " ال", "probability": 0.98876953125}, {"start": 1044.22, "end": 1044.38, "word": " A", "probability": 0.56787109375}, {"start": 1044.38, "end": 1044.76, "word": " star", "probability": 0.06854248046875}, {"start": 1044.76, "end": 1045.22, "word": " بال", "probability": 0.9169921875}, {"start": 1045.22, "end": 1045.66, "word": " strategy", "probability": 0.7919921875}, {"start": 1045.66, "end": 1046.36, "word": " تبعتها", "probability": 0.9560546875}, {"start": 1046.36, "end": 1047.06, "word": " بال", "probability": 0.9521484375}, {"start": 1047.06, "end": 1047.38, "word": " algorithm", "probability": 0.91796875}, {"start": 1047.38, "end": 1047.74, "word": " تبعها", "probability": 0.925048828125}, {"start": 1047.74, "end": 1048.34, "word": " بتسمحلي", "probability": 0.9010009765625}, {"start": 1048.34, "end": 1048.68, "word": " اني", "probability": 0.660888671875}, {"start": 1048.68, "end": 1049.1, "word": " انتقل", "probability": 0.8934326171875}, {"start": 1049.1, "end": 1049.62, "word": " اني", "probability": 0.76904296875}, {"start": 1049.62, "end": 1050.08, "word": " انتقل", "probability": 0.9559326171875}, {"start": 1050.08, "end": 1050.58, "word": " للي", "probability": 0.65771484375}, {"start": 1050.58, "end": 1050.86, "word": " فوق", "probability": 0.986328125}], "temperature": 1.0}, {"id": 42, "seek": 106738, "start": 1052.56, "end": 1067.38, "text": "بعكس الجريدي، الجريدي كان فيها إشكالية و يمكن اللي حدر معناه المرة اللي فاتت شفنا إنه في عنده مدنتين لاسي و نيمت كان في عنده إشكالية بينهم فصار عملية cycling بدون ما يعرف إنه لأ هو كان لازم يغادر المنطقة دي كلها و يشوفه", "tokens": [3555, 3615, 4117, 3794, 25724, 16572, 16254, 12399, 25724, 16572, 16254, 25961, 8978, 11296, 11933, 8592, 4117, 6027, 10632, 4032, 7251, 43020, 13672, 1829, 11331, 3215, 2288, 20449, 8315, 3224, 9673, 25720, 13672, 1829, 6156, 9307, 2655, 13412, 5172, 8315, 36145, 3224, 8978, 43242, 3224, 3714, 3215, 29399, 9957, 5296, 32277, 1829, 4032, 8717, 32640, 2655, 25961, 8978, 43242, 3224, 11933, 8592, 4117, 6027, 10632, 49374, 16095, 6156, 9381, 9640, 6225, 42213, 10632, 22425, 47525, 11536, 19446, 37495, 28480, 36145, 3224, 5296, 10721, 31439, 25961, 5296, 31377, 2304, 7251, 17082, 18513, 2288, 9673, 1863, 9566, 28671, 11778, 1829, 28242, 11296, 4032, 7251, 8592, 38688, 3224], "avg_logprob": -0.15418631709971517, "compression_ratio": 1.838862559241706, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1052.5600000000002, "end": 1053.18, "word": "بعكس", "probability": 0.9869384765625}, {"start": 1053.18, "end": 1053.8, "word": " الجريدي،", "probability": 0.6216506958007812}, {"start": 1053.8, "end": 1054.14, "word": " الجريدي", "probability": 0.953125}, {"start": 1054.14, "end": 1054.3, "word": " كان", "probability": 0.99169921875}, {"start": 1054.3, "end": 1054.5, "word": " فيها", "probability": 0.923095703125}, {"start": 1054.5, "end": 1055.1, "word": " إشكالية", "probability": 0.95595703125}, {"start": 1055.1, "end": 1055.6, "word": " و", "probability": 0.98486328125}, {"start": 1055.6, "end": 1055.94, "word": " يمكن", "probability": 0.771728515625}, {"start": 1055.94, "end": 1056.6, "word": " اللي", "probability": 0.908935546875}, {"start": 1056.6, "end": 1056.84, "word": " حدر", "probability": 0.8662109375}, {"start": 1056.84, "end": 1057.08, "word": " معناه", "probability": 0.88525390625}, {"start": 1057.08, "end": 1057.24, "word": " المرة", "probability": 0.957275390625}, {"start": 1057.24, "end": 1057.38, "word": " اللي", "probability": 0.93115234375}, {"start": 1057.38, "end": 1057.72, "word": " فاتت", "probability": 0.9749348958333334}, {"start": 1057.72, "end": 1058.16, "word": " شفنا", "probability": 0.7916666666666666}, {"start": 1058.16, "end": 1058.4, "word": " إنه", "probability": 0.776123046875}, {"start": 1058.4, "end": 1058.5, "word": " في", "probability": 0.9482421875}, {"start": 1058.5, "end": 1058.82, "word": " عنده", "probability": 0.813720703125}, {"start": 1058.82, "end": 1059.4, "word": " مدنتين", "probability": 0.935546875}, {"start": 1059.4, "end": 1060.18, "word": " لاسي", "probability": 0.6492513020833334}, {"start": 1060.18, "end": 1060.38, "word": " و", "probability": 0.87353515625}, {"start": 1060.38, "end": 1060.86, "word": " نيمت", "probability": 0.525146484375}, {"start": 1060.86, "end": 1061.16, "word": " كان", "probability": 0.9755859375}, {"start": 1061.16, "end": 1061.3, "word": " في", "probability": 0.9609375}, {"start": 1061.3, "end": 1061.54, "word": " عنده", "probability": 0.580810546875}, {"start": 1061.54, "end": 1062.02, "word": " إشكالية", "probability": 0.9927734375}, {"start": 1062.02, "end": 1062.46, "word": " بينهم", "probability": 0.988525390625}, {"start": 1062.46, "end": 1062.92, "word": " فصار", "probability": 0.9410807291666666}, {"start": 1062.92, "end": 1063.2, "word": " عملية", "probability": 0.9796549479166666}, {"start": 1063.2, "end": 1063.7, "word": " cycling", "probability": 0.89990234375}, {"start": 1063.7, "end": 1064.48, "word": " بدون", "probability": 0.89111328125}, {"start": 1064.48, "end": 1064.56, "word": " ما", "probability": 0.97216796875}, {"start": 1064.56, "end": 1064.82, "word": " يعرف", "probability": 0.964599609375}, {"start": 1064.82, "end": 1065.02, "word": " إنه", "probability": 0.803466796875}, {"start": 1065.02, "end": 1065.14, "word": " لأ", "probability": 0.983642578125}, {"start": 1065.14, "end": 1065.28, "word": " هو", "probability": 0.9375}, {"start": 1065.28, "end": 1065.48, "word": " كان", "probability": 0.98583984375}, {"start": 1065.48, "end": 1065.8, "word": " لازم", "probability": 0.9930013020833334}, {"start": 1065.8, "end": 1066.16, "word": " يغادر", "probability": 0.9776611328125}, {"start": 1066.16, "end": 1066.5, "word": " المنطقة", "probability": 0.8984375}, {"start": 1066.5, "end": 1066.68, "word": " دي", "probability": 0.9189453125}, {"start": 1066.68, "end": 1066.92, "word": " كلها", "probability": 0.98681640625}, {"start": 1066.92, "end": 1067.0, "word": " و", "probability": 0.978515625}, {"start": 1067.0, "end": 1067.38, "word": " يشوفه", "probability": 0.97216796875}], "temperature": 1.0}, {"id": 43, "seek": 109481, "start": 1067.93, "end": 1094.81, "text": "Successor في ال level قبله عشان يتجنبها فالان بهذا الشكل قدرنا نقول يا اتنين يا اربع لو افترضنا نروح للاتنين فنفس الكلام معنا ذلك انه بده ينتقل خلصنا اخدنا القرار ال decision تبعنا اخدناه انه انتقلنا من هنا لهنا اصبحتنا هنا فالمبدأ هنا بدنا نحط اسهم حركة كيف بده يتحرك ال robot", "tokens": [50, 16461, 284, 8978, 2423, 1496, 12174, 36150, 3224, 6225, 8592, 7649, 7251, 2655, 7435, 1863, 3555, 11296, 6156, 6027, 7649, 39627, 15730, 25124, 28820, 12174, 3215, 2288, 8315, 8717, 39648, 35186, 1975, 2655, 1863, 9957, 35186, 1975, 25513, 3615, 45164, 1975, 5172, 2655, 43042, 8315, 8717, 32887, 5016, 24976, 9307, 1863, 9957, 6156, 1863, 36178, 2423, 28820, 10943, 20449, 8315, 29910, 23275, 16472, 3224, 47525, 3224, 7251, 29399, 4587, 1211, 16490, 1211, 9381, 8315, 1975, 9778, 3215, 8315, 25062, 2288, 9640, 2423, 3537, 6055, 3555, 3615, 8315, 1975, 9778, 3215, 8315, 3224, 16472, 3224, 16472, 2655, 4587, 1211, 8315, 9154, 34105, 5296, 3224, 8315, 1975, 9381, 3555, 33753, 8315, 34105, 6156, 45340, 44510, 10721, 34105, 47525, 8315, 8717, 5016, 9566, 24525, 16095, 11331, 31747, 3660, 9122, 33911, 47525, 3224, 7251, 2655, 5016, 31747, 2423, 7881], "avg_logprob": -0.19308850103921263, "compression_ratio": 1.8307692307692307, "no_speech_prob": 8.225440979003906e-06, "words": [{"start": 1067.93, "end": 1068.71, "word": "Successor", "probability": 0.6441243489583334}, {"start": 1068.71, "end": 1069.29, "word": " في", "probability": 0.81689453125}, {"start": 1069.29, "end": 1069.37, "word": " ال", "probability": 0.370361328125}, {"start": 1069.37, "end": 1069.57, "word": " level", "probability": 0.84326171875}, {"start": 1069.57, "end": 1070.05, "word": " قبله", "probability": 0.9332682291666666}, {"start": 1070.05, "end": 1071.69, "word": " عشان", "probability": 0.8241373697916666}, {"start": 1071.69, "end": 1072.35, "word": " يتجنبها", "probability": 0.9759928385416666}, {"start": 1072.35, "end": 1072.97, "word": " فالان", "probability": 0.78173828125}, {"start": 1072.97, "end": 1073.63, "word": " بهذا", "probability": 0.925537109375}, {"start": 1073.63, "end": 1074.03, "word": " الشكل", "probability": 0.99072265625}, {"start": 1074.03, "end": 1074.53, "word": " قدرنا", "probability": 0.7642822265625}, {"start": 1074.53, "end": 1074.81, "word": " نقول", "probability": 0.95947265625}, {"start": 1074.81, "end": 1075.01, "word": " يا", "probability": 0.353271484375}, {"start": 1075.01, "end": 1075.59, "word": " اتنين", "probability": 0.90673828125}, {"start": 1075.59, "end": 1075.75, "word": " يا", "probability": 0.8955078125}, {"start": 1075.75, "end": 1076.91, "word": " اربع", "probability": 0.8033854166666666}, {"start": 1076.91, "end": 1077.21, "word": " لو", "probability": 0.8935546875}, {"start": 1077.21, "end": 1077.73, "word": " افترضنا", "probability": 0.8904296875}, {"start": 1077.73, "end": 1078.23, "word": " نروح", "probability": 0.8214518229166666}, {"start": 1078.23, "end": 1078.83, "word": " للاتنين", "probability": 0.88671875}, {"start": 1078.83, "end": 1079.41, "word": " فنفس", "probability": 0.9462890625}, {"start": 1079.41, "end": 1079.79, "word": " الكلام", "probability": 0.92041015625}, {"start": 1079.79, "end": 1080.03, "word": " معنا", "probability": 0.732421875}, {"start": 1080.03, "end": 1080.31, "word": " ذلك", "probability": 0.941162109375}, {"start": 1080.31, "end": 1080.49, "word": " انه", "probability": 0.807373046875}, {"start": 1080.49, "end": 1080.67, "word": " بده", "probability": 0.5872802734375}, {"start": 1080.67, "end": 1081.29, "word": " ينتقل", "probability": 0.974853515625}, {"start": 1081.29, "end": 1082.53, "word": " خلصنا", "probability": 0.9521484375}, {"start": 1082.53, "end": 1082.83, "word": " اخدنا", "probability": 0.835693359375}, {"start": 1082.83, "end": 1083.35, "word": " القرار", "probability": 0.9864908854166666}, {"start": 1083.35, "end": 1084.29, "word": " ال", "probability": 0.438232421875}, {"start": 1084.29, "end": 1084.55, "word": " decision", "probability": 0.978515625}, {"start": 1084.55, "end": 1084.91, "word": " تبعنا", "probability": 0.8516845703125}, {"start": 1084.91, "end": 1085.57, "word": " اخدناه", "probability": 0.8677734375}, {"start": 1085.57, "end": 1086.43, "word": " انه", "probability": 0.923583984375}, {"start": 1086.43, "end": 1087.23, "word": " انتقلنا", "probability": 0.858544921875}, {"start": 1087.23, "end": 1087.35, "word": " من", "probability": 0.958984375}, {"start": 1087.35, "end": 1087.65, "word": " هنا", "probability": 0.99560546875}, {"start": 1087.65, "end": 1088.21, "word": " لهنا", "probability": 0.6925455729166666}, {"start": 1088.21, "end": 1089.49, "word": " اصبحتنا", "probability": 0.803125}, {"start": 1089.49, "end": 1089.69, "word": " هنا", "probability": 0.95068359375}, {"start": 1089.69, "end": 1090.75, "word": " فالمبدأ", "probability": 0.6535186767578125}, {"start": 1090.75, "end": 1090.85, "word": " هنا", "probability": 0.88134765625}, {"start": 1090.85, "end": 1091.23, "word": " بدنا", "probability": 0.759765625}, {"start": 1091.23, "end": 1091.63, "word": " نحط", "probability": 0.9560546875}, {"start": 1091.63, "end": 1092.61, "word": " اسهم", "probability": 0.76318359375}, {"start": 1092.61, "end": 1093.25, "word": " حركة", "probability": 0.99072265625}, {"start": 1093.25, "end": 1093.91, "word": " كيف", "probability": 0.96875}, {"start": 1093.91, "end": 1094.07, "word": " بده", "probability": 0.924072265625}, {"start": 1094.07, "end": 1094.47, "word": " يتحرك", "probability": 0.994140625}, {"start": 1094.47, "end": 1094.61, "word": " ال", "probability": 0.962890625}, {"start": 1094.61, "end": 1094.81, "word": " robot", "probability": 0.9482421875}], "temperature": 1.0}, {"id": 44, "seek": 112192, "start": 1095.74, "end": 1121.92, "text": "طيب هنا في عندي مجال أروح لواحد لجديدة أو خلّيني أسميها a,b,c a و b و c أنا موجود الآن هنا okay مبدأيا مدى في عندي هنا حاجز أو wall بقدرش أنتقل لقطر اللي هنا لأن هذا هيكون مجرد انتقالي عشان أصل هنا لازم أمر من خلال بي", "tokens": [9566, 1829, 3555, 34105, 8978, 18871, 16254, 3714, 7435, 6027, 5551, 32887, 5016, 5296, 14407, 24401, 5296, 7435, 16254, 41891, 34051, 16490, 1211, 11703, 9957, 1829, 5551, 38251, 1829, 11296, 257, 11, 65, 11, 66, 257, 4032, 272, 4032, 269, 41850, 3714, 29245, 23328, 6024, 48506, 34105, 1392, 3714, 44510, 10721, 25528, 3714, 3215, 7578, 8978, 18871, 16254, 34105, 11331, 26108, 11622, 34051, 2929, 4724, 28543, 2288, 8592, 14739, 2655, 4587, 1211, 5296, 47432, 2288, 13672, 1829, 34105, 5296, 33456, 23758, 39896, 30544, 3714, 7435, 2288, 3215, 16472, 2655, 4587, 6027, 1829, 6225, 8592, 7649, 5551, 36520, 34105, 5296, 31377, 2304, 5551, 29973, 9154, 16490, 1211, 6027, 4724, 1829], "avg_logprob": -0.189346589689905, "compression_ratio": 1.65625, "no_speech_prob": 4.589557647705078e-06, "words": [{"start": 1095.74, "end": 1096.1, "word": "طيب", "probability": 0.9454752604166666}, {"start": 1096.1, "end": 1096.76, "word": " هنا", "probability": 0.8603515625}, {"start": 1096.76, "end": 1097.76, "word": " في", "probability": 0.70166015625}, {"start": 1097.76, "end": 1097.96, "word": " عندي", "probability": 0.8984375}, {"start": 1097.96, "end": 1098.36, "word": " مجال", "probability": 0.99560546875}, {"start": 1098.36, "end": 1099.1, "word": " أروح", "probability": 0.84423828125}, {"start": 1099.1, "end": 1099.68, "word": " لواحد", "probability": 0.8082682291666666}, {"start": 1099.68, "end": 1100.46, "word": " لجديدة", "probability": 0.922607421875}, {"start": 1100.46, "end": 1100.86, "word": " أو", "probability": 0.603515625}, {"start": 1100.86, "end": 1101.08, "word": " خلّيني", "probability": 0.75166015625}, {"start": 1101.08, "end": 1101.44, "word": " أسميها", "probability": 0.9591064453125}, {"start": 1101.44, "end": 1101.7, "word": " a", "probability": 0.324951171875}, {"start": 1101.7, "end": 1102.02, "word": ",b", "probability": 0.668212890625}, {"start": 1102.02, "end": 1102.94, "word": ",c", "probability": 0.929443359375}, {"start": 1102.94, "end": 1105.28, "word": " a", "probability": 0.4208984375}, {"start": 1105.28, "end": 1105.4, "word": " و", "probability": 0.82763671875}, {"start": 1105.4, "end": 1105.56, "word": " b", "probability": 0.7548828125}, {"start": 1105.56, "end": 1105.74, "word": " و", "probability": 0.98876953125}, {"start": 1105.74, "end": 1105.9, "word": " c", "probability": 0.95947265625}, {"start": 1105.9, "end": 1106.22, "word": " أنا", "probability": 0.7353515625}, {"start": 1106.22, "end": 1106.52, "word": " موجود", "probability": 0.986328125}, {"start": 1106.52, "end": 1106.76, "word": " الآن", "probability": 0.65283203125}, {"start": 1106.76, "end": 1107.02, "word": " هنا", "probability": 0.99560546875}, {"start": 1107.02, "end": 1109.0, "word": " okay", "probability": 0.3515625}, {"start": 1109.0, "end": 1109.92, "word": " مبدأيا", "probability": 0.8148193359375}, {"start": 1109.92, "end": 1110.16, "word": " مدى", "probability": 0.77880859375}, {"start": 1110.16, "end": 1110.34, "word": " في", "probability": 0.873046875}, {"start": 1110.34, "end": 1110.58, "word": " عندي", "probability": 0.761474609375}, {"start": 1110.58, "end": 1110.8, "word": " هنا", "probability": 0.68310546875}, {"start": 1110.8, "end": 1111.56, "word": " حاجز", "probability": 0.990234375}, {"start": 1111.56, "end": 1111.84, "word": " أو", "probability": 0.57763671875}, {"start": 1111.84, "end": 1112.4, "word": " wall", "probability": 0.8935546875}, {"start": 1112.4, "end": 1113.3, "word": " بقدرش", "probability": 0.88525390625}, {"start": 1113.3, "end": 1114.56, "word": " أنتقل", "probability": 0.880859375}, {"start": 1114.56, "end": 1116.4, "word": " لقطر", "probability": 0.9025065104166666}, {"start": 1116.4, "end": 1116.56, "word": " اللي", "probability": 0.906005859375}, {"start": 1116.56, "end": 1116.8, "word": " هنا", "probability": 0.99072265625}, {"start": 1116.8, "end": 1117.8, "word": " لأن", "probability": 0.863525390625}, {"start": 1117.8, "end": 1118.04, "word": " هذا", "probability": 0.468017578125}, {"start": 1118.04, "end": 1118.68, "word": " هيكون", "probability": 0.82470703125}, {"start": 1118.68, "end": 1119.4, "word": " مجرد", "probability": 0.9866943359375}, {"start": 1119.4, "end": 1120.04, "word": " انتقالي", "probability": 0.98203125}, {"start": 1120.04, "end": 1120.28, "word": " عشان", "probability": 0.9529622395833334}, {"start": 1120.28, "end": 1120.56, "word": " أصل", "probability": 0.77685546875}, {"start": 1120.56, "end": 1120.78, "word": " هنا", "probability": 0.98291015625}, {"start": 1120.78, "end": 1121.06, "word": " لازم", "probability": 0.98974609375}, {"start": 1121.06, "end": 1121.28, "word": " أمر", "probability": 0.877685546875}, {"start": 1121.28, "end": 1121.42, "word": " من", "probability": 0.9970703125}, {"start": 1121.42, "end": 1121.72, "word": " خلال", "probability": 0.9910481770833334}, {"start": 1121.72, "end": 1121.92, "word": " بي", "probability": 0.7303466796875}], "temperature": 1.0}, {"id": 45, "seek": 114357, "start": 1123.37, "end": 1143.57, "text": "خلاص مادة من خلال ال B فما إذا الواضح أنه لازم نروح ل B لابد نروح ل B فإذا نفس الفكرة بنشتغلها فده هتكون عندي عشرة عشرة أربعة عشر and so on هنا هنقول واحد اتنين تلاتة أربعة خمسة هتكون هنا عندي خمسين و هنا عندي ستين هنا واحد اتنين تلاتة أربعة خمسة هيكون عندي خمسين ف", "tokens": [9778, 1211, 33546, 3714, 18513, 3660, 9154, 16490, 1211, 6027, 2423, 363, 6156, 15042, 11933, 15730, 2423, 2407, 46958, 5016, 14739, 3224, 5296, 31377, 2304, 8717, 32887, 5016, 5296, 363, 5296, 16758, 3215, 8717, 32887, 5016, 5296, 363, 6156, 28814, 15730, 8717, 36178, 27188, 4117, 25720, 44945, 8592, 2655, 17082, 1211, 11296, 6156, 3215, 3224, 8032, 2655, 30544, 18871, 16254, 6225, 8592, 25720, 6225, 8592, 25720, 5551, 25513, 27884, 6225, 46309, 293, 370, 322, 34105, 8032, 1863, 39648, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 5551, 25513, 27884, 16490, 2304, 3794, 3660, 8032, 2655, 30544, 34105, 18871, 16254, 16490, 2304, 3794, 9957, 4032, 34105, 18871, 16254, 8608, 2655, 9957, 34105, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 5551, 25513, 27884, 16490, 2304, 3794, 3660, 8032, 1829, 30544, 18871, 16254, 16490, 2304, 3794, 9957, 6156], "avg_logprob": -0.17464539260728984, "compression_ratio": 2.241545893719807, "no_speech_prob": 2.014636993408203e-05, "words": [{"start": 1123.37, "end": 1123.71, "word": "خلاص", "probability": 0.7594401041666666}, {"start": 1123.71, "end": 1123.99, "word": " مادة", "probability": 0.4287109375}, {"start": 1123.99, "end": 1124.11, "word": " من", "probability": 0.6982421875}, {"start": 1124.11, "end": 1124.45, "word": " خلال", "probability": 0.9840494791666666}, {"start": 1124.45, "end": 1124.59, "word": " ال", "probability": 0.55029296875}, {"start": 1124.59, "end": 1124.61, "word": " B", "probability": 0.52197265625}, {"start": 1124.61, "end": 1124.89, "word": " فما", "probability": 0.775146484375}, {"start": 1124.89, "end": 1125.05, "word": " إذا", "probability": 0.72021484375}, {"start": 1125.05, "end": 1125.93, "word": " الواضح", "probability": 0.898193359375}, {"start": 1125.93, "end": 1126.13, "word": " أنه", "probability": 0.755126953125}, {"start": 1126.13, "end": 1126.33, "word": " لازم", "probability": 0.9944661458333334}, {"start": 1126.33, "end": 1126.55, "word": " نروح", "probability": 0.81494140625}, {"start": 1126.55, "end": 1126.61, "word": " ل", "probability": 0.802734375}, {"start": 1126.61, "end": 1126.79, "word": " B", "probability": 0.86279296875}, {"start": 1126.79, "end": 1127.59, "word": " لابد", "probability": 0.87109375}, {"start": 1127.59, "end": 1127.89, "word": " نروح", "probability": 0.9724934895833334}, {"start": 1127.89, "end": 1127.99, "word": " ل", "probability": 0.974609375}, {"start": 1127.99, "end": 1128.11, "word": " B", "probability": 0.94775390625}, {"start": 1128.11, "end": 1128.59, "word": " فإذا", "probability": 0.8927408854166666}, {"start": 1128.59, "end": 1128.83, "word": " نفس", "probability": 0.985107421875}, {"start": 1128.83, "end": 1129.25, "word": " الفكرة", "probability": 0.9895833333333334}, {"start": 1129.25, "end": 1130.45, "word": " بنشتغلها", "probability": 0.895263671875}, {"start": 1130.45, "end": 1130.83, "word": " فده", "probability": 0.6541341145833334}, {"start": 1130.83, "end": 1131.15, "word": " هتكون", "probability": 0.935546875}, {"start": 1131.15, "end": 1131.39, "word": " عندي", "probability": 0.764892578125}, {"start": 1131.39, "end": 1131.83, "word": " عشرة", "probability": 0.8837890625}, {"start": 1131.83, "end": 1132.71, "word": " عشرة", "probability": 0.8216145833333334}, {"start": 1132.71, "end": 1133.55, "word": " أربعة", "probability": 0.8238932291666666}, {"start": 1133.55, "end": 1133.91, "word": " عشر", "probability": 0.501708984375}, {"start": 1133.91, "end": 1134.27, "word": " and", "probability": 0.71240234375}, {"start": 1134.27, "end": 1134.51, "word": " so", "probability": 0.93603515625}, {"start": 1134.51, "end": 1134.73, "word": " on", "probability": 0.95703125}, {"start": 1134.73, "end": 1134.89, "word": " هنا", "probability": 0.8037109375}, {"start": 1134.89, "end": 1135.19, "word": " هنقول", "probability": 0.9111328125}, {"start": 1135.19, "end": 1135.41, "word": " واحد", "probability": 0.917236328125}, {"start": 1135.41, "end": 1135.69, "word": " اتنين", "probability": 0.9466552734375}, {"start": 1135.69, "end": 1136.13, "word": " تلاتة", "probability": 0.91943359375}, {"start": 1136.13, "end": 1136.47, "word": " أربعة", "probability": 0.9226888020833334}, {"start": 1136.47, "end": 1136.99, "word": " خمسة", "probability": 0.98046875}, {"start": 1136.99, "end": 1137.49, "word": " هتكون", "probability": 0.6971028645833334}, {"start": 1137.49, "end": 1137.65, "word": " هنا", "probability": 0.8154296875}, {"start": 1137.65, "end": 1137.87, "word": " عندي", "probability": 0.900146484375}, {"start": 1137.87, "end": 1138.33, "word": " خمسين", "probability": 0.9932861328125}, {"start": 1138.33, "end": 1138.43, "word": " و", "probability": 0.78515625}, {"start": 1138.43, "end": 1138.55, "word": " هنا", "probability": 0.49951171875}, {"start": 1138.55, "end": 1138.81, "word": " عندي", "probability": 0.921875}, {"start": 1138.81, "end": 1139.29, "word": " ستين", "probability": 0.8390299479166666}, {"start": 1139.29, "end": 1139.79, "word": " هنا", "probability": 0.84326171875}, {"start": 1139.79, "end": 1140.15, "word": " واحد", "probability": 0.94580078125}, {"start": 1140.15, "end": 1140.43, "word": " اتنين", "probability": 0.962890625}, {"start": 1140.43, "end": 1140.87, "word": " تلاتة", "probability": 0.9906005859375}, {"start": 1140.87, "end": 1141.15, "word": " أربعة", "probability": 0.93359375}, {"start": 1141.15, "end": 1141.59, "word": " خمسة", "probability": 0.986572265625}, {"start": 1141.59, "end": 1141.85, "word": " هيكون", "probability": 0.78173828125}, {"start": 1141.85, "end": 1142.05, "word": " عندي", "probability": 0.889404296875}, {"start": 1142.05, "end": 1142.61, "word": " خمسين", "probability": 0.9959716796875}, {"start": 1142.61, "end": 1143.57, "word": " ف", "probability": 0.9423828125}], "temperature": 1.0}, {"id": 46, "seek": 116188, "start": 1144.44, "end": 1161.88, "text": "في هذه الحالة مظبوط هيك ايه؟ واحد اتنين تلاتة اربعة خمسة مظبوط وهنا واحد اتنين تلاتة اربعة خمسة مظبوط تمام فصار عندى هنا في الحالة هذه اما الستين هنا او الستين هنا او الاربعة وسبعين فطبعا هذه هتكون مرفوضة تماما", "tokens": [41185, 29538, 21542, 6027, 3660, 3714, 19913, 3555, 2407, 9566, 39896, 4117, 1975, 1829, 3224, 22807, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 1975, 25513, 27884, 16490, 2304, 3794, 3660, 3714, 19913, 3555, 2407, 9566, 37037, 8315, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 1975, 25513, 27884, 16490, 2304, 3794, 3660, 3714, 19913, 3555, 2407, 9566, 46811, 10943, 6156, 9381, 9640, 43242, 7578, 34105, 8978, 21542, 6027, 3660, 29538, 1975, 15042, 2423, 14851, 9957, 34105, 1975, 2407, 2423, 14851, 9957, 34105, 1975, 2407, 2423, 9640, 3555, 27884, 4032, 35457, 3615, 9957, 6156, 9566, 3555, 3615, 995, 29538, 8032, 2655, 30544, 3714, 28480, 2407, 11242, 3660, 46811, 10943, 995], "avg_logprob": -0.11243206469909005, "compression_ratio": 2.323170731707317, "no_speech_prob": 1.0669231414794922e-05, "words": [{"start": 1144.44, "end": 1145.0, "word": "في", "probability": 0.6220703125}, {"start": 1145.0, "end": 1145.22, "word": " هذه", "probability": 0.9365234375}, {"start": 1145.22, "end": 1145.74, "word": " الحالة", "probability": 0.9869791666666666}, {"start": 1145.74, "end": 1146.8, "word": " مظبوط", "probability": 0.89208984375}, {"start": 1146.8, "end": 1147.06, "word": " هيك", "probability": 0.92333984375}, {"start": 1147.06, "end": 1147.36, "word": " ايه؟", "probability": 0.6478271484375}, {"start": 1147.36, "end": 1147.74, "word": " واحد", "probability": 0.86767578125}, {"start": 1147.74, "end": 1148.06, "word": " اتنين", "probability": 0.9136962890625}, {"start": 1148.06, "end": 1148.58, "word": " تلاتة", "probability": 0.9307861328125}, {"start": 1148.58, "end": 1148.88, "word": " اربعة", "probability": 0.8883463541666666}, {"start": 1148.88, "end": 1149.16, "word": " خمسة", "probability": 0.9478759765625}, {"start": 1149.16, "end": 1149.52, "word": " مظبوط", "probability": 0.95830078125}, {"start": 1149.52, "end": 1149.8, "word": " وهنا", "probability": 0.691162109375}, {"start": 1149.8, "end": 1150.2, "word": " واحد", "probability": 0.915771484375}, {"start": 1150.2, "end": 1150.44, "word": " اتنين", "probability": 0.9881591796875}, {"start": 1150.44, "end": 1150.92, "word": " تلاتة", "probability": 0.9913330078125}, {"start": 1150.92, "end": 1151.44, "word": " اربعة", "probability": 0.9580078125}, {"start": 1151.44, "end": 1152.18, "word": " خمسة", "probability": 0.9801025390625}, {"start": 1152.18, "end": 1152.76, "word": " مظبوط", "probability": 0.98720703125}, {"start": 1152.76, "end": 1153.4, "word": " تمام", "probability": 0.802978515625}, {"start": 1153.4, "end": 1153.92, "word": " فصار", "probability": 0.9488932291666666}, {"start": 1153.92, "end": 1154.16, "word": " عندى", "probability": 0.752197265625}, {"start": 1154.16, "end": 1154.3, "word": " هنا", "probability": 0.904296875}, {"start": 1154.3, "end": 1154.38, "word": " في", "probability": 0.92431640625}, {"start": 1154.38, "end": 1154.68, "word": " الحالة", "probability": 0.9817708333333334}, {"start": 1154.68, "end": 1154.94, "word": " هذه", "probability": 0.6455078125}, {"start": 1154.94, "end": 1155.26, "word": " اما", "probability": 0.911376953125}, {"start": 1155.26, "end": 1156.38, "word": " الستين", "probability": 0.8037109375}, {"start": 1156.38, "end": 1156.68, "word": " هنا", "probability": 0.99267578125}, {"start": 1156.68, "end": 1157.24, "word": " او", "probability": 0.9169921875}, {"start": 1157.24, "end": 1157.76, "word": " الستين", "probability": 0.8680013020833334}, {"start": 1157.76, "end": 1158.1, "word": " هنا", "probability": 0.99462890625}, {"start": 1158.1, "end": 1159.08, "word": " او", "probability": 0.9619140625}, {"start": 1159.08, "end": 1159.64, "word": " الاربعة", "probability": 0.870849609375}, {"start": 1159.64, "end": 1160.24, "word": " وسبعين", "probability": 0.90966796875}, {"start": 1160.24, "end": 1160.56, "word": " فطبعا", "probability": 0.98251953125}, {"start": 1160.56, "end": 1160.7, "word": " هذه", "probability": 0.462890625}, {"start": 1160.7, "end": 1161.0, "word": " هتكون", "probability": 0.9713541666666666}, {"start": 1161.0, "end": 1161.46, "word": " مرفوضة", "probability": 0.91572265625}, {"start": 1161.46, "end": 1161.88, "word": " تماما", "probability": 0.99560546875}], "temperature": 1.0}, {"id": 47, "seek": 119032, "start": 1162.18, "end": 1190.32, "text": "هتكون بشكل كامل مرفوض صار في عندي مجال اما ال C او ال B طبعا لو مشينا مع ال C هنجد انه بعد مستوى معين هضطر ارجع تاني ليش هرجع تاني هرجع تاني بكل بساطة لان انا لازم اكون مخزن جميع ال leaves اللي موجودة عندي كقيم فجميع ال leaves اللي موجودة عندي رغم ان انا حطيت هنا القيم ك total cost لكل واحدة منهم", "tokens": [3224, 2655, 30544, 4724, 8592, 28820, 9122, 10943, 1211, 3714, 28480, 2407, 11242, 20328, 9640, 8978, 18871, 16254, 3714, 7435, 6027, 1975, 15042, 2423, 383, 1975, 2407, 2423, 363, 23032, 3555, 3615, 995, 45164, 37893, 1829, 8315, 20449, 2423, 383, 8032, 1863, 7435, 3215, 16472, 3224, 39182, 3714, 14851, 2407, 7578, 20449, 9957, 8032, 11242, 9566, 2288, 1975, 47341, 3615, 6055, 7649, 1829, 32239, 8592, 8032, 47341, 3615, 6055, 7649, 1829, 8032, 47341, 3615, 6055, 7649, 1829, 4724, 28820, 4724, 3794, 41193, 3660, 5296, 7649, 1975, 8315, 5296, 31377, 2304, 1975, 30544, 3714, 9778, 11622, 1863, 10874, 2304, 40228, 2423, 5510, 13672, 1829, 3714, 29245, 23328, 3660, 18871, 16254, 9122, 4587, 32640, 6156, 7435, 2304, 40228, 2423, 5510, 13672, 1829, 3714, 29245, 23328, 3660, 18871, 16254, 12602, 17082, 2304, 16472, 1975, 8315, 11331, 9566, 36081, 34105, 25062, 32640, 9122, 3217, 2063, 5296, 28820, 36764, 24401, 3660, 9154, 16095], "avg_logprob": -0.10067114013953497, "compression_ratio": 1.9843137254901961, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 1162.18, "end": 1162.74, "word": "هتكون", "probability": 0.7701822916666666}, {"start": 1162.74, "end": 1163.06, "word": " بشكل", "probability": 0.9640299479166666}, {"start": 1163.06, "end": 1163.42, "word": " كامل", "probability": 0.9938151041666666}, {"start": 1163.42, "end": 1163.88, "word": " مرفوض", "probability": 0.9249267578125}, {"start": 1163.88, "end": 1164.32, "word": " صار", "probability": 0.870361328125}, {"start": 1164.32, "end": 1164.44, "word": " في", "probability": 0.8388671875}, {"start": 1164.44, "end": 1164.62, "word": " عندي", "probability": 0.91796875}, {"start": 1164.62, "end": 1164.92, "word": " مجال", "probability": 0.99658203125}, {"start": 1164.92, "end": 1165.16, "word": " اما", "probability": 0.5704345703125}, {"start": 1165.16, "end": 1165.34, "word": " ال", "probability": 0.91552734375}, {"start": 1165.34, "end": 1165.5, "word": " C", "probability": 0.388427734375}, {"start": 1165.5, "end": 1165.88, "word": " او", "probability": 0.787109375}, {"start": 1165.88, "end": 1166.12, "word": " ال", "probability": 0.92919921875}, {"start": 1166.12, "end": 1166.34, "word": " B", "probability": 0.91357421875}, {"start": 1166.34, "end": 1167.1, "word": " طبعا", "probability": 0.981689453125}, {"start": 1167.1, "end": 1168.02, "word": " لو", "probability": 0.90234375}, {"start": 1168.02, "end": 1168.38, "word": " مشينا", "probability": 0.8175455729166666}, {"start": 1168.38, "end": 1168.52, "word": " مع", "probability": 0.98095703125}, {"start": 1168.52, "end": 1168.68, "word": " ال", "probability": 0.9794921875}, {"start": 1168.68, "end": 1168.86, "word": " C", "probability": 0.9443359375}, {"start": 1168.86, "end": 1169.56, "word": " هنجد", "probability": 0.917236328125}, {"start": 1169.56, "end": 1169.82, "word": " انه", "probability": 0.905029296875}, {"start": 1169.82, "end": 1170.14, "word": " بعد", "probability": 0.9775390625}, {"start": 1170.14, "end": 1171.42, "word": " مستوى", "probability": 0.9862060546875}, {"start": 1171.42, "end": 1171.78, "word": " معين", "probability": 0.9951171875}, {"start": 1171.78, "end": 1172.18, "word": " هضطر", "probability": 0.8624267578125}, {"start": 1172.18, "end": 1172.68, "word": " ارجع", "probability": 0.9562174479166666}, {"start": 1172.68, "end": 1173.34, "word": " تاني", "probability": 0.9059244791666666}, {"start": 1173.34, "end": 1173.84, "word": " ليش", "probability": 0.859619140625}, {"start": 1173.84, "end": 1174.28, "word": " هرجع", "probability": 0.9822591145833334}, {"start": 1174.28, "end": 1174.66, "word": " تاني", "probability": 0.9866536458333334}, {"start": 1174.66, "end": 1175.82, "word": " هرجع", "probability": 0.8645833333333334}, {"start": 1175.82, "end": 1176.02, "word": " تاني", "probability": 0.9749348958333334}, {"start": 1176.02, "end": 1176.28, "word": " بكل", "probability": 0.99169921875}, {"start": 1176.28, "end": 1176.86, "word": " بساطة", "probability": 0.9854736328125}, {"start": 1176.86, "end": 1178.08, "word": " لان", "probability": 0.757568359375}, {"start": 1178.08, "end": 1178.22, "word": " انا", "probability": 0.92041015625}, {"start": 1178.22, "end": 1178.4, "word": " لازم", "probability": 0.9952799479166666}, {"start": 1178.4, "end": 1178.6, "word": " اكون", "probability": 0.8583984375}, {"start": 1178.6, "end": 1179.14, "word": " مخزن", "probability": 0.978759765625}, {"start": 1179.14, "end": 1179.7, "word": " جميع", "probability": 0.9933268229166666}, {"start": 1179.7, "end": 1180.5, "word": " ال", "probability": 0.96435546875}, {"start": 1180.5, "end": 1180.92, "word": " leaves", "probability": 0.8818359375}, {"start": 1180.92, "end": 1181.14, "word": " اللي", "probability": 0.8837890625}, {"start": 1181.14, "end": 1181.62, "word": " موجودة", "probability": 0.9840087890625}, {"start": 1181.62, "end": 1181.94, "word": " عندي", "probability": 0.7861328125}, {"start": 1181.94, "end": 1182.46, "word": " كقيم", "probability": 0.880859375}, {"start": 1182.46, "end": 1183.42, "word": " فجميع", "probability": 0.9598388671875}, {"start": 1183.42, "end": 1183.62, "word": " ال", "probability": 0.97119140625}, {"start": 1183.62, "end": 1183.92, "word": " leaves", "probability": 0.93701171875}, {"start": 1183.92, "end": 1184.08, "word": " اللي", "probability": 0.99072265625}, {"start": 1184.08, "end": 1184.48, "word": " موجودة", "probability": 0.9891357421875}, {"start": 1184.48, "end": 1184.68, "word": " عندي", "probability": 0.878173828125}, {"start": 1184.68, "end": 1184.86, "word": " رغم", "probability": 0.97216796875}, {"start": 1184.86, "end": 1184.96, "word": " ان", "probability": 0.9248046875}, {"start": 1184.96, "end": 1185.08, "word": " انا", "probability": 0.900146484375}, {"start": 1185.08, "end": 1186.5, "word": " حطيت", "probability": 0.68701171875}, {"start": 1186.5, "end": 1186.66, "word": " هنا", "probability": 0.93798828125}, {"start": 1186.66, "end": 1187.06, "word": " القيم", "probability": 0.89697265625}, {"start": 1187.06, "end": 1187.56, "word": " ك", "probability": 0.966796875}, {"start": 1187.56, "end": 1188.24, "word": " total", "probability": 0.6982421875}, {"start": 1188.24, "end": 1189.16, "word": " cost", "probability": 0.927734375}, {"start": 1189.16, "end": 1189.62, "word": " لكل", "probability": 0.968994140625}, {"start": 1189.62, "end": 1189.92, "word": " واحدة", "probability": 0.9684244791666666}, {"start": 1189.92, "end": 1190.32, "word": " منهم", "probability": 0.994873046875}], "temperature": 1.0}, {"id": 48, "seek": 120581, "start": 1191.09, "end": 1205.81, "text": "هنا لكن مش هنسى ال total cost للي فوق كمان بمجرد ما الاجى ان ال cost أقل للي فوق لأ انا هسيب هنا و هنتقل للي فوق وهذا بالظبط اللي عملنا لما اتحركنا مع ال A star في ال roadmap المحاضرة السابقة", "tokens": [3224, 8315, 44381, 37893, 8032, 1863, 3794, 7578, 2423, 3217, 2063, 5296, 20292, 6156, 30543, 9122, 2304, 7649, 4724, 2304, 7435, 2288, 3215, 19446, 1975, 15040, 7435, 7578, 16472, 2423, 2063, 5551, 4587, 1211, 5296, 20292, 6156, 30543, 5296, 10721, 1975, 8315, 8032, 3794, 1829, 3555, 34105, 4032, 8032, 29399, 4587, 1211, 5296, 20292, 6156, 30543, 37037, 15730, 20666, 19913, 3555, 9566, 13672, 1829, 6225, 42213, 8315, 5296, 15042, 1975, 2655, 5016, 31747, 8315, 20449, 2423, 316, 3543, 8978, 2423, 35738, 9673, 5016, 46958, 25720, 21136, 16758, 28671], "avg_logprob": -0.15581109148732733, "compression_ratio": 1.7173913043478262, "no_speech_prob": 2.8014183044433594e-06, "words": [{"start": 1191.09, "end": 1191.43, "word": "هنا", "probability": 0.742431640625}, {"start": 1191.43, "end": 1191.83, "word": " لكن", "probability": 0.62841796875}, {"start": 1191.83, "end": 1192.03, "word": " مش", "probability": 0.96435546875}, {"start": 1192.03, "end": 1193.01, "word": " هنسى", "probability": 0.8797607421875}, {"start": 1193.01, "end": 1193.23, "word": " ال", "probability": 0.95458984375}, {"start": 1193.23, "end": 1193.47, "word": " total", "probability": 0.7685546875}, {"start": 1193.47, "end": 1193.91, "word": " cost", "probability": 0.92041015625}, {"start": 1193.91, "end": 1194.19, "word": " للي", "probability": 0.64892578125}, {"start": 1194.19, "end": 1194.45, "word": " فوق", "probability": 0.96435546875}, {"start": 1194.45, "end": 1194.81, "word": " كمان", "probability": 0.9485677083333334}, {"start": 1194.81, "end": 1195.57, "word": " بمجرد", "probability": 0.90078125}, {"start": 1195.57, "end": 1195.63, "word": " ما", "probability": 0.86767578125}, {"start": 1195.63, "end": 1195.89, "word": " الاجى", "probability": 0.6304931640625}, {"start": 1195.89, "end": 1195.95, "word": " ان", "probability": 0.7890625}, {"start": 1195.95, "end": 1196.07, "word": " ال", "probability": 0.5322265625}, {"start": 1196.07, "end": 1196.39, "word": " cost", "probability": 0.896484375}, {"start": 1196.39, "end": 1196.83, "word": " أقل", "probability": 0.8600260416666666}, {"start": 1196.83, "end": 1197.07, "word": " للي", "probability": 0.8759765625}, {"start": 1197.07, "end": 1197.29, "word": " فوق", "probability": 0.959228515625}, {"start": 1197.29, "end": 1197.45, "word": " لأ", "probability": 0.901123046875}, {"start": 1197.45, "end": 1197.59, "word": " انا", "probability": 0.8759765625}, {"start": 1197.59, "end": 1197.99, "word": " هسيب", "probability": 0.9464111328125}, {"start": 1197.99, "end": 1198.13, "word": " هنا", "probability": 0.95263671875}, {"start": 1198.13, "end": 1198.23, "word": " و", "probability": 0.958984375}, {"start": 1198.23, "end": 1198.67, "word": " هنتقل", "probability": 0.971923828125}, {"start": 1198.67, "end": 1198.87, "word": " للي", "probability": 0.892578125}, {"start": 1198.87, "end": 1199.11, "word": " فوق", "probability": 0.96142578125}, {"start": 1199.11, "end": 1199.61, "word": " وهذا", "probability": 0.650390625}, {"start": 1199.61, "end": 1200.31, "word": " بالظبط", "probability": 0.953125}, {"start": 1200.31, "end": 1200.67, "word": " اللي", "probability": 0.83154296875}, {"start": 1200.67, "end": 1201.01, "word": " عملنا", "probability": 0.98779296875}, {"start": 1201.01, "end": 1201.23, "word": " لما", "probability": 0.81884765625}, {"start": 1201.23, "end": 1202.01, "word": " اتحركنا", "probability": 0.93076171875}, {"start": 1202.01, "end": 1202.43, "word": " مع", "probability": 0.96044921875}, {"start": 1202.43, "end": 1202.89, "word": " ال", "probability": 0.97900390625}, {"start": 1202.89, "end": 1203.11, "word": " A", "probability": 0.638671875}, {"start": 1203.11, "end": 1203.49, "word": " star", "probability": 0.0689697265625}, {"start": 1203.49, "end": 1203.79, "word": " في", "probability": 0.9345703125}, {"start": 1203.79, "end": 1203.99, "word": " ال", "probability": 0.8828125}, {"start": 1203.99, "end": 1204.43, "word": " roadmap", "probability": 0.82275390625}, {"start": 1204.43, "end": 1205.33, "word": " المحاضرة", "probability": 0.9429931640625}, {"start": 1205.33, "end": 1205.81, "word": " السابقة", "probability": 0.9908854166666666}], "temperature": 1.0}, {"id": 49, "seek": 123508, "start": 1206.7, "end": 1235.08, "text": "عملناها بهذا الشكل فوجدنا إنه لأ إذا ال total total cost في ال level اللي جابله أقل كنا نضطر نروح نرجع للأقل دائما فمعنى ذلك إنه مش معنى إن أنا روحت ل depth أعلى إنه خلاص أنا نسيت السابق، لأ مانساش السابق، مانساش السابق فكله بيضال محفوظ وهذا يمكن أحد إشكاليات ال time complexity أو ال space عفوا ال space complexity فال space complexity دي ال time احنا ماعرفناش نحللها إشي ال time دلت لعلاقة بال algorithm نفسه", "tokens": [25957, 1211, 8315, 11296, 39627, 15730, 25124, 28820, 6156, 29245, 3215, 8315, 36145, 3224, 5296, 10721, 11933, 15730, 2423, 3217, 3217, 2063, 8978, 2423, 1496, 13672, 1829, 10874, 16758, 43761, 5551, 4587, 1211, 9122, 8315, 8717, 11242, 9566, 2288, 8717, 32887, 5016, 8717, 47341, 3615, 24976, 10721, 4587, 1211, 11778, 16373, 15042, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 36145, 3224, 37893, 20449, 1863, 7578, 36145, 41850, 12602, 2407, 33753, 5296, 7161, 5551, 3615, 23942, 36145, 3224, 16490, 1211, 33546, 41850, 8717, 3794, 36081, 21136, 16758, 4587, 12399, 5296, 10721, 3714, 7649, 3794, 33599, 21136, 16758, 4587, 12399, 3714, 7649, 3794, 33599, 21136, 16758, 4587, 6156, 28820, 3224, 4724, 1829, 11242, 6027, 3714, 5016, 5172, 2407, 19913, 37037, 15730, 7251, 43020, 5551, 24401, 11933, 8592, 4117, 6027, 1829, 9307, 2423, 565, 14024, 34051, 2423, 1901, 6225, 5172, 14407, 2423, 1901, 14024, 6156, 6027, 1901, 14024, 11778, 1829, 2423, 565, 1975, 5016, 8315, 19446, 3615, 28480, 1863, 33599, 8717, 5016, 1211, 1211, 11296, 11933, 8592, 1829, 2423, 565, 11778, 1211, 2655, 5296, 3615, 15040, 28671, 20666, 9284, 8717, 36178, 3224], "avg_logprob": -0.15798611119389533, "compression_ratio": 1.9787878787878788, "no_speech_prob": 2.86102294921875e-06, "words": [{"start": 1206.7, "end": 1207.16, "word": "عملناها", "probability": 0.8621826171875}, {"start": 1207.16, "end": 1207.38, "word": " بهذا", "probability": 0.977783203125}, {"start": 1207.38, "end": 1207.7, "word": " الشكل", "probability": 0.991943359375}, {"start": 1207.7, "end": 1208.48, "word": " فوجدنا", "probability": 0.871337890625}, {"start": 1208.48, "end": 1208.7, "word": " إنه", "probability": 0.5831298828125}, {"start": 1208.7, "end": 1208.82, "word": " لأ", "probability": 0.88916015625}, {"start": 1208.82, "end": 1208.96, "word": " إذا", "probability": 0.937744140625}, {"start": 1208.96, "end": 1209.16, "word": " ال", "probability": 0.9453125}, {"start": 1209.16, "end": 1209.48, "word": " total", "probability": 0.59423828125}, {"start": 1209.48, "end": 1210.14, "word": " total", "probability": 0.2396240234375}, {"start": 1210.14, "end": 1210.66, "word": " cost", "probability": 0.91943359375}, {"start": 1210.66, "end": 1211.12, "word": " في", "probability": 0.9169921875}, {"start": 1211.12, "end": 1211.22, "word": " ال", "probability": 0.8759765625}, {"start": 1211.22, "end": 1211.42, "word": " level", "probability": 0.9580078125}, {"start": 1211.42, "end": 1211.58, "word": " اللي", "probability": 0.943603515625}, {"start": 1211.58, "end": 1211.98, "word": " جابله", "probability": 0.9627278645833334}, {"start": 1211.98, "end": 1212.52, "word": " أقل", "probability": 0.9736328125}, {"start": 1212.52, "end": 1213.26, "word": " كنا", "probability": 0.81689453125}, {"start": 1213.26, "end": 1213.6, "word": " نضطر", "probability": 0.9072265625}, {"start": 1213.6, "end": 1213.84, "word": " نروح", "probability": 0.97900390625}, {"start": 1213.84, "end": 1214.14, "word": " نرجع", "probability": 0.9020182291666666}, {"start": 1214.14, "end": 1214.58, "word": " للأقل", "probability": 0.935791015625}, {"start": 1214.58, "end": 1214.92, "word": " دائما", "probability": 0.8889973958333334}, {"start": 1214.92, "end": 1216.12, "word": " فمعنى", "probability": 0.92353515625}, {"start": 1216.12, "end": 1216.34, "word": " ذلك", "probability": 0.98486328125}, {"start": 1216.34, "end": 1216.54, "word": " إنه", "probability": 0.798095703125}, {"start": 1216.54, "end": 1216.66, "word": " مش", "probability": 0.96630859375}, {"start": 1216.66, "end": 1216.9, "word": " معنى", "probability": 0.8837890625}, {"start": 1216.9, "end": 1217.02, "word": " إن", "probability": 0.74267578125}, {"start": 1217.02, "end": 1217.14, "word": " أنا", "probability": 0.8662109375}, {"start": 1217.14, "end": 1217.42, "word": " روحت", "probability": 0.96142578125}, {"start": 1217.42, "end": 1217.58, "word": " ل", "probability": 0.91796875}, {"start": 1217.58, "end": 1218.32, "word": " depth", "probability": 0.87890625}, {"start": 1218.32, "end": 1218.84, "word": " أعلى", "probability": 0.9344075520833334}, {"start": 1218.84, "end": 1219.4, "word": " إنه", "probability": 0.79931640625}, {"start": 1219.4, "end": 1219.62, "word": " خلاص", "probability": 0.9938151041666666}, {"start": 1219.62, "end": 1219.76, "word": " أنا", "probability": 0.92724609375}, {"start": 1219.76, "end": 1220.12, "word": " نسيت", "probability": 0.8162434895833334}, {"start": 1220.12, "end": 1220.9, "word": " السابق،", "probability": 0.79791259765625}, {"start": 1220.9, "end": 1221.0, "word": " لأ", "probability": 0.94677734375}, {"start": 1221.0, "end": 1221.3, "word": " مانساش", "probability": 0.79241943359375}, {"start": 1221.3, "end": 1221.84, "word": " السابق،", "probability": 0.945556640625}, {"start": 1221.84, "end": 1222.26, "word": " مانساش", "probability": 0.89501953125}, {"start": 1222.26, "end": 1222.62, "word": " السابق", "probability": 0.9928385416666666}, {"start": 1222.62, "end": 1222.96, "word": " فكله", "probability": 0.826171875}, {"start": 1222.96, "end": 1223.24, "word": " بيضال", "probability": 0.78778076171875}, {"start": 1223.24, "end": 1223.92, "word": " محفوظ", "probability": 0.98837890625}, {"start": 1223.92, "end": 1224.12, "word": " وهذا", "probability": 0.629638671875}, {"start": 1224.12, "end": 1224.46, "word": " يمكن", "probability": 0.973388671875}, {"start": 1224.46, "end": 1225.34, "word": " أحد", "probability": 0.9541015625}, {"start": 1225.34, "end": 1226.04, "word": " إشكاليات", "probability": 0.9620768229166666}, {"start": 1226.04, "end": 1226.3, "word": " ال", "probability": 0.98583984375}, {"start": 1226.3, "end": 1226.56, "word": " time", "probability": 0.63720703125}, {"start": 1226.56, "end": 1227.08, "word": " complexity", "probability": 0.951171875}, {"start": 1227.08, "end": 1227.88, "word": " أو", "probability": 0.87060546875}, {"start": 1227.88, "end": 1228.1, "word": " ال", "probability": 0.96630859375}, {"start": 1228.1, "end": 1228.46, "word": " space", "probability": 0.9619140625}, {"start": 1228.46, "end": 1228.68, "word": " عفوا", "probability": 0.80419921875}, {"start": 1228.68, "end": 1228.8, "word": " ال", "probability": 0.50048828125}, {"start": 1228.8, "end": 1229.04, "word": " space", "probability": 0.97314453125}, {"start": 1229.04, "end": 1229.56, "word": " complexity", "probability": 0.970703125}, {"start": 1229.56, "end": 1230.14, "word": " فال", "probability": 0.83349609375}, {"start": 1230.14, "end": 1230.36, "word": " space", "probability": 0.9404296875}, {"start": 1230.36, "end": 1230.72, "word": " complexity", "probability": 0.96240234375}, {"start": 1230.72, "end": 1230.86, "word": " دي", "probability": 0.65234375}, {"start": 1230.86, "end": 1230.92, "word": " ال", "probability": 0.880859375}, {"start": 1230.92, "end": 1231.16, "word": " time", "probability": 0.90283203125}, {"start": 1231.16, "end": 1231.42, "word": " احنا", "probability": 0.8109537760416666}, {"start": 1231.42, "end": 1231.8, "word": " ماعرفناش", "probability": 0.87529296875}, {"start": 1231.8, "end": 1232.24, "word": " نحللها", "probability": 0.91376953125}, {"start": 1232.24, "end": 1232.76, "word": " إشي", "probability": 0.8583984375}, {"start": 1232.76, "end": 1232.98, "word": " ال", "probability": 0.5224609375}, {"start": 1232.98, "end": 1233.18, "word": " time", "probability": 0.90185546875}, {"start": 1233.18, "end": 1233.62, "word": " دلت", "probability": 0.7754720052083334}, {"start": 1233.62, "end": 1234.18, "word": " لعلاقة", "probability": 0.74810791015625}, {"start": 1234.18, "end": 1234.32, "word": " بال", "probability": 0.9892578125}, {"start": 1234.32, "end": 1234.62, "word": " algorithm", "probability": 0.6767578125}, {"start": 1234.62, "end": 1235.08, "word": " نفسه", "probability": 0.99658203125}], "temperature": 1.0}, {"id": 50, "seek": 126359, "start": 1235.74, "end": 1263.6, "text": "لكن ال space complexity دلت واسعة هنا لإن أنا هضل مخزن جميع القيم السابقة، لابد من تخزين جميع القيم السابقة إذا بدنا نحصل على ال performance الأفضل، احنا قلنا compromise، أنا في عندي cost و في عندي performance، و كل ال parameters في حياتنا إما بصنفها هنا أو هنا، يا ما بتعملها maximize أو بتعملها minimize، كل حياتنا هيك، compromise بين مجموعة أشياء ممكن أسميها cost و مجموعة أشياء ممكن أسميها performance", "tokens": [1211, 19452, 2423, 1901, 14024, 11778, 1211, 2655, 4032, 32277, 27884, 34105, 5296, 28814, 1863, 41850, 8032, 11242, 1211, 3714, 9778, 11622, 1863, 10874, 2304, 40228, 25062, 32640, 21136, 16758, 28671, 12399, 5296, 16758, 3215, 9154, 6055, 9778, 11622, 9957, 10874, 2304, 40228, 25062, 32640, 21136, 16758, 28671, 11933, 15730, 47525, 8315, 8717, 5016, 36520, 15844, 2423, 3389, 16247, 5172, 11242, 1211, 12399, 1975, 5016, 8315, 12174, 1211, 8315, 18577, 12399, 41850, 8978, 18871, 16254, 2063, 4032, 8978, 18871, 16254, 3389, 12399, 4032, 28242, 2423, 9834, 8978, 11331, 1829, 9307, 8315, 11933, 15042, 4724, 9381, 1863, 5172, 11296, 34105, 34051, 34105, 12399, 35186, 19446, 39894, 25957, 1211, 11296, 19874, 34051, 39894, 25957, 1211, 11296, 17522, 12399, 28242, 11331, 1829, 9307, 8315, 39896, 4117, 12399, 18577, 49374, 3714, 7435, 2304, 2407, 27884, 5551, 8592, 1829, 16606, 3714, 43020, 5551, 38251, 1829, 11296, 2063, 4032, 3714, 7435, 2304, 2407, 27884, 5551, 8592, 1829, 16606, 3714, 43020, 5551, 38251, 1829, 11296, 3389], "avg_logprob": -0.11660155914723873, "compression_ratio": 2.0749185667752443, "no_speech_prob": 0.0, "words": [{"start": 1235.74, "end": 1236.12, "word": "لكن", "probability": 0.931396484375}, {"start": 1236.12, "end": 1236.2, "word": " ال", "probability": 0.82666015625}, {"start": 1236.2, "end": 1236.36, "word": " space", "probability": 0.66845703125}, {"start": 1236.36, "end": 1236.88, "word": " complexity", "probability": 0.951171875}, {"start": 1236.88, "end": 1237.72, "word": " دلت", "probability": 0.724609375}, {"start": 1237.72, "end": 1238.16, "word": " واسعة", "probability": 0.9039713541666666}, {"start": 1238.16, "end": 1238.4, "word": " هنا", "probability": 0.99072265625}, {"start": 1238.4, "end": 1238.84, "word": " لإن", "probability": 0.7933756510416666}, {"start": 1238.84, "end": 1239.06, "word": " أنا", "probability": 0.6015625}, {"start": 1239.06, "end": 1239.82, "word": " هضل", "probability": 0.8546549479166666}, {"start": 1239.82, "end": 1240.42, "word": " مخزن", "probability": 0.8641357421875}, {"start": 1240.42, "end": 1240.74, "word": " جميع", "probability": 0.99658203125}, {"start": 1240.74, "end": 1241.06, "word": " القيم", "probability": 0.891357421875}, {"start": 1241.06, "end": 1241.94, "word": " السابقة،", "probability": 0.876220703125}, {"start": 1241.94, "end": 1242.28, "word": " لابد", "probability": 0.8805338541666666}, {"start": 1242.28, "end": 1242.42, "word": " من", "probability": 0.99560546875}, {"start": 1242.42, "end": 1242.74, "word": " تخزين", "probability": 0.995849609375}, {"start": 1242.74, "end": 1242.98, "word": " جميع", "probability": 0.99365234375}, {"start": 1242.98, "end": 1243.22, "word": " القيم", "probability": 0.9384765625}, {"start": 1243.22, "end": 1243.62, "word": " السابقة", "probability": 0.9952799479166666}, {"start": 1243.62, "end": 1243.82, "word": " إذا", "probability": 0.93115234375}, {"start": 1243.82, "end": 1244.52, "word": " بدنا", "probability": 0.952392578125}, {"start": 1244.52, "end": 1245.26, "word": " نحصل", "probability": 0.97900390625}, {"start": 1245.26, "end": 1245.48, "word": " على", "probability": 0.904296875}, {"start": 1245.48, "end": 1245.82, "word": " ال", "probability": 0.9873046875}, {"start": 1245.82, "end": 1246.26, "word": " performance", "probability": 0.97509765625}, {"start": 1246.26, "end": 1247.14, "word": " الأفضل،", "probability": 0.9375}, {"start": 1247.14, "end": 1247.32, "word": " احنا", "probability": 0.8216145833333334}, {"start": 1247.32, "end": 1247.56, "word": " قلنا", "probability": 0.81396484375}, {"start": 1247.56, "end": 1248.8, "word": " compromise،", "probability": 0.740478515625}, {"start": 1248.8, "end": 1249.0, "word": " أنا", "probability": 0.65087890625}, {"start": 1249.0, "end": 1249.06, "word": " في", "probability": 0.94677734375}, {"start": 1249.06, "end": 1249.24, "word": " عندي", "probability": 0.806396484375}, {"start": 1249.24, "end": 1249.5, "word": " cost", "probability": 0.93701171875}, {"start": 1249.5, "end": 1249.62, "word": " و", "probability": 0.94482421875}, {"start": 1249.62, "end": 1249.7, "word": " في", "probability": 0.74755859375}, {"start": 1249.7, "end": 1249.94, "word": " عندي", "probability": 0.949462890625}, {"start": 1249.94, "end": 1251.14, "word": " performance،", "probability": 0.797607421875}, {"start": 1251.14, "end": 1251.26, "word": " و", "probability": 0.94384765625}, {"start": 1251.26, "end": 1251.46, "word": " كل", "probability": 0.71826171875}, {"start": 1251.46, "end": 1251.88, "word": " ال", "probability": 0.99169921875}, {"start": 1251.88, "end": 1252.24, "word": " parameters", "probability": 0.974609375}, {"start": 1252.24, "end": 1252.46, "word": " في", "probability": 0.96044921875}, {"start": 1252.46, "end": 1252.94, "word": " حياتنا", "probability": 0.99853515625}, {"start": 1252.94, "end": 1253.24, "word": " إما", "probability": 0.8955078125}, {"start": 1253.24, "end": 1253.74, "word": " بصنفها", "probability": 0.903515625}, {"start": 1253.74, "end": 1253.88, "word": " هنا", "probability": 0.9970703125}, {"start": 1253.88, "end": 1254.04, "word": " أو", "probability": 0.91357421875}, {"start": 1254.04, "end": 1254.76, "word": " هنا،", "probability": 0.98095703125}, {"start": 1254.76, "end": 1254.84, "word": " يا", "probability": 0.6025390625}, {"start": 1254.84, "end": 1254.92, "word": " ما", "probability": 0.444091796875}, {"start": 1254.92, "end": 1255.28, "word": " بتعملها", "probability": 0.78466796875}, {"start": 1255.28, "end": 1255.76, "word": " maximize", "probability": 0.66064453125}, {"start": 1255.76, "end": 1256.04, "word": " أو", "probability": 0.87841796875}, {"start": 1256.04, "end": 1256.38, "word": " بتعملها", "probability": 0.958740234375}, {"start": 1256.38, "end": 1257.16, "word": " minimize،", "probability": 0.883544921875}, {"start": 1257.16, "end": 1257.34, "word": " كل", "probability": 0.70458984375}, {"start": 1257.34, "end": 1257.68, "word": " حياتنا", "probability": 0.9984130859375}, {"start": 1257.68, "end": 1258.02, "word": " هيك،", "probability": 0.935546875}, {"start": 1258.02, "end": 1258.52, "word": " compromise", "probability": 0.9150390625}, {"start": 1258.52, "end": 1258.82, "word": " بين", "probability": 0.98779296875}, {"start": 1258.82, "end": 1259.94, "word": " مجموعة", "probability": 0.95068359375}, {"start": 1259.94, "end": 1260.44, "word": " أشياء", "probability": 0.9892578125}, {"start": 1260.44, "end": 1260.7, "word": " ممكن", "probability": 0.993408203125}, {"start": 1260.7, "end": 1261.1, "word": " أسميها", "probability": 0.9482421875}, {"start": 1261.1, "end": 1261.4, "word": " cost", "probability": 0.9375}, {"start": 1261.4, "end": 1261.52, "word": " و", "probability": 0.95654296875}, {"start": 1261.52, "end": 1261.82, "word": " مجموعة", "probability": 0.937890625}, {"start": 1261.82, "end": 1262.1, "word": " أشياء", "probability": 0.989501953125}, {"start": 1262.1, "end": 1262.32, "word": " ممكن", "probability": 0.99609375}, {"start": 1262.32, "end": 1262.8, "word": " أسميها", "probability": 0.990966796875}, {"start": 1262.8, "end": 1263.6, "word": " performance", "probability": 0.9404296875}], "temperature": 1.0}, {"id": 51, "seek": 128792, "start": 1265.18, "end": 1287.92, "text": "Okay فهذه فكرتها بكل بساطة هنجد أنه حتى لو اتحركنا في هذا الاتجاه، هنضطر لاحقا أن نقول أنه والله معناته أنا ممكن أتحرك هنا هنا هنا هنا فبدي أضطر أروح عمل من هنا و أتحرك في هذه .. هذا الاتجاه فحق أجد أنه لأ مضطر أطلع بهذا الشكل .. بهذا الشكل هنا طبعا هضطر برضه أتحرك بهذا الشكل", "tokens": [8297, 6156, 3224, 24192, 6156, 37983, 2655, 11296, 4724, 28820, 4724, 3794, 41193, 3660, 8032, 1863, 7435, 3215, 14739, 3224, 11331, 49975, 45164, 1975, 2655, 5016, 31747, 8315, 8978, 23758, 2423, 9307, 7435, 40294, 12399, 8032, 1863, 11242, 9566, 2288, 20193, 5016, 4587, 995, 14739, 8717, 39648, 14739, 3224, 16070, 43761, 20449, 8315, 47395, 41850, 3714, 43020, 5551, 2655, 5016, 31747, 34105, 34105, 34105, 34105, 6156, 3555, 16254, 5551, 11242, 9566, 2288, 5551, 32887, 5016, 6225, 42213, 9154, 34105, 4032, 5551, 2655, 5016, 31747, 8978, 29538, 4386, 23758, 2423, 9307, 7435, 40294, 6156, 5016, 4587, 5551, 7435, 3215, 14739, 3224, 5296, 10721, 3714, 11242, 9566, 2288, 5551, 9566, 1211, 3615, 39627, 15730, 25124, 28820, 4386, 39627, 15730, 25124, 28820, 34105, 23032, 3555, 3615, 995, 8032, 11242, 9566, 2288, 4724, 43042, 3224, 5551, 2655, 5016, 31747, 39627, 15730, 25124, 28820], "avg_logprob": -0.15859374882919447, "compression_ratio": 2.1359649122807016, "no_speech_prob": 7.152557373046875e-07, "words": [{"start": 1265.1800000000003, "end": 1265.8000000000002, "word": "Okay", "probability": 0.95556640625}, {"start": 1265.8000000000002, "end": 1266.42, "word": " فهذه", "probability": 0.7801106770833334}, {"start": 1266.42, "end": 1267.18, "word": " فكرتها", "probability": 0.894287109375}, {"start": 1267.18, "end": 1267.56, "word": " بكل", "probability": 0.988525390625}, {"start": 1267.56, "end": 1268.1, "word": " بساطة", "probability": 0.990966796875}, {"start": 1268.1, "end": 1268.7, "word": " هنجد", "probability": 0.879150390625}, {"start": 1268.7, "end": 1268.94, "word": " أنه", "probability": 0.6800537109375}, {"start": 1268.94, "end": 1269.2, "word": " حتى", "probability": 0.974365234375}, {"start": 1269.2, "end": 1269.34, "word": " لو", "probability": 0.998046875}, {"start": 1269.34, "end": 1269.78, "word": " اتحركنا", "probability": 0.926171875}, {"start": 1269.78, "end": 1269.88, "word": " في", "probability": 0.9755859375}, {"start": 1269.88, "end": 1270.02, "word": " هذا", "probability": 0.8955078125}, {"start": 1270.02, "end": 1270.6, "word": " الاتجاه،", "probability": 0.83935546875}, {"start": 1270.6, "end": 1271.06, "word": " هنضطر", "probability": 0.85751953125}, {"start": 1271.06, "end": 1272.18, "word": " لاحقا", "probability": 0.953125}, {"start": 1272.18, "end": 1272.58, "word": " أن", "probability": 0.3642578125}, {"start": 1272.58, "end": 1272.8, "word": " نقول", "probability": 0.6953125}, {"start": 1272.8, "end": 1272.98, "word": " أنه", "probability": 0.404541015625}, {"start": 1272.98, "end": 1273.2, "word": " والله", "probability": 0.811767578125}, {"start": 1273.2, "end": 1273.56, "word": " معناته", "probability": 0.9615885416666666}, {"start": 1273.56, "end": 1273.68, "word": " أنا", "probability": 0.62451171875}, {"start": 1273.68, "end": 1273.9, "word": " ممكن", "probability": 0.976318359375}, {"start": 1273.9, "end": 1274.26, "word": " أتحرك", "probability": 0.9149169921875}, {"start": 1274.26, "end": 1274.48, "word": " هنا", "probability": 0.9970703125}, {"start": 1274.48, "end": 1274.72, "word": " هنا", "probability": 0.64990234375}, {"start": 1274.72, "end": 1275.1, "word": " هنا", "probability": 0.994140625}, {"start": 1275.1, "end": 1275.52, "word": " هنا", "probability": 0.98095703125}, {"start": 1275.52, "end": 1277.04, "word": " فبدي", "probability": 0.698974609375}, {"start": 1277.04, "end": 1277.38, "word": " أضطر", "probability": 0.95068359375}, {"start": 1277.38, "end": 1277.72, "word": " أروح", "probability": 0.9713541666666666}, {"start": 1277.72, "end": 1277.92, "word": " عمل", "probability": 0.7215576171875}, {"start": 1277.92, "end": 1278.06, "word": " من", "probability": 0.99365234375}, {"start": 1278.06, "end": 1278.18, "word": " هنا", "probability": 0.9970703125}, {"start": 1278.18, "end": 1278.3, "word": " و", "probability": 0.91552734375}, {"start": 1278.3, "end": 1278.6, "word": " أتحرك", "probability": 0.9249267578125}, {"start": 1278.6, "end": 1278.74, "word": " في", "probability": 0.96875}, {"start": 1278.74, "end": 1278.98, "word": " هذه", "probability": 0.5390625}, {"start": 1278.98, "end": 1279.2, "word": " ..", "probability": 0.86865234375}, {"start": 1279.2, "end": 1279.36, "word": " هذا", "probability": 0.7861328125}, {"start": 1279.36, "end": 1279.78, "word": " الاتجاه", "probability": 0.971435546875}, {"start": 1279.78, "end": 1281.5, "word": " فحق", "probability": 0.5651448567708334}, {"start": 1281.5, "end": 1281.8, "word": " أجد", "probability": 0.84326171875}, {"start": 1281.8, "end": 1282.06, "word": " أنه", "probability": 0.897216796875}, {"start": 1282.06, "end": 1282.18, "word": " لأ", "probability": 0.97900390625}, {"start": 1282.18, "end": 1282.52, "word": " مضطر", "probability": 0.9554443359375}, {"start": 1282.52, "end": 1282.84, "word": " أطلع", "probability": 0.9710693359375}, {"start": 1282.84, "end": 1283.12, "word": " بهذا", "probability": 0.77880859375}, {"start": 1283.12, "end": 1283.48, "word": " الشكل", "probability": 0.986572265625}, {"start": 1283.48, "end": 1283.56, "word": " ..", "probability": 0.490966796875}, {"start": 1283.56, "end": 1283.82, "word": " بهذا", "probability": 0.949951171875}, {"start": 1283.82, "end": 1284.2, "word": " الشكل", "probability": 0.98486328125}, {"start": 1284.2, "end": 1285.76, "word": " هنا", "probability": 0.6884765625}, {"start": 1285.76, "end": 1286.08, "word": " طبعا", "probability": 0.9964599609375}, {"start": 1286.08, "end": 1286.44, "word": " هضطر", "probability": 0.9605712890625}, {"start": 1286.44, "end": 1286.66, "word": " برضه", "probability": 0.9391276041666666}, {"start": 1286.66, "end": 1287.3, "word": " أتحرك", "probability": 0.9288330078125}, {"start": 1287.3, "end": 1287.56, "word": " بهذا", "probability": 0.965576171875}, {"start": 1287.56, "end": 1287.92, "word": " الشكل", "probability": 0.99072265625}], "temperature": 1.0}, {"id": 52, "seek": 131832, "start": 1288.76, "end": 1318.32, "text": "ليش؟ لأن ال wall هيحكمنا الان من هنا برضه مع مين بدي اتحرك عندي واحد اتنين عندي تلاتة لو افترض ان احنا فعلا أصبحنا هنا ال successor الأنسب عندي واحد اتنين تلاتة نفترض ان او خلينا نسميهم x y و z ناخد أسماء مختلفة نغير هنا هنلاقي ان في عندي عشرة هنا هنلاقي عندي عشرة و هنا عندي أربعة عشر هنا في عندي أربعة عشر", "tokens": [20292, 8592, 22807, 5296, 33456, 2423, 2929, 39896, 5016, 24793, 8315, 2423, 7649, 9154, 34105, 4724, 43042, 3224, 20449, 3714, 9957, 4724, 16254, 1975, 2655, 5016, 31747, 18871, 16254, 36764, 24401, 1975, 2655, 1863, 9957, 18871, 16254, 6055, 1211, 9307, 3660, 45164, 1975, 5172, 2655, 43042, 16472, 1975, 5016, 8315, 6156, 3615, 15040, 5551, 9381, 49628, 8315, 34105, 2423, 31864, 16247, 1863, 35457, 18871, 16254, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 8717, 5172, 2655, 43042, 16472, 1975, 2407, 16490, 20292, 8315, 8717, 38251, 1829, 16095, 2031, 288, 4032, 710, 8717, 47283, 3215, 5551, 38251, 16606, 3714, 46456, 46538, 3660, 8717, 17082, 13546, 34105, 8032, 1863, 15040, 38436, 16472, 8978, 18871, 16254, 6225, 8592, 25720, 34105, 8032, 1863, 15040, 38436, 18871, 16254, 6225, 8592, 25720, 4032, 34105, 18871, 16254, 5551, 25513, 27884, 6225, 46309, 34105, 8978, 18871, 16254, 5551, 25513, 27884, 6225, 46309], "avg_logprob": -0.19972363235999127, "compression_ratio": 2.144578313253012, "no_speech_prob": 5.066394805908203e-06, "words": [{"start": 1288.76, "end": 1289.24, "word": "ليش؟", "probability": 0.67041015625}, {"start": 1289.24, "end": 1289.46, "word": " لأن", "probability": 0.879150390625}, {"start": 1289.46, "end": 1289.92, "word": " ال", "probability": 0.9091796875}, {"start": 1289.92, "end": 1290.08, "word": " wall", "probability": 0.74609375}, {"start": 1290.08, "end": 1290.78, "word": " هيحكمنا", "probability": 0.896240234375}, {"start": 1290.78, "end": 1291.4, "word": " الان", "probability": 0.56561279296875}, {"start": 1291.4, "end": 1291.56, "word": " من", "probability": 0.9462890625}, {"start": 1291.56, "end": 1291.84, "word": " هنا", "probability": 0.99072265625}, {"start": 1291.84, "end": 1292.72, "word": " برضه", "probability": 0.8963216145833334}, {"start": 1292.72, "end": 1293.02, "word": " مع", "probability": 0.88232421875}, {"start": 1293.02, "end": 1293.18, "word": " مين", "probability": 0.953857421875}, {"start": 1293.18, "end": 1293.34, "word": " بدي", "probability": 0.6361083984375}, {"start": 1293.34, "end": 1293.8, "word": " اتحرك", "probability": 0.8988037109375}, {"start": 1293.8, "end": 1294.02, "word": " عندي", "probability": 0.71728515625}, {"start": 1294.02, "end": 1294.22, "word": " واحد", "probability": 0.59417724609375}, {"start": 1294.22, "end": 1294.48, "word": " اتنين", "probability": 0.8201904296875}, {"start": 1294.48, "end": 1294.72, "word": " عندي", "probability": 0.6875}, {"start": 1294.72, "end": 1295.22, "word": " تلاتة", "probability": 0.93212890625}, {"start": 1295.22, "end": 1295.92, "word": " لو", "probability": 0.86328125}, {"start": 1295.92, "end": 1296.14, "word": " افترض", "probability": 0.951171875}, {"start": 1296.14, "end": 1296.24, "word": " ان", "probability": 0.794921875}, {"start": 1296.24, "end": 1296.42, "word": " احنا", "probability": 0.9200846354166666}, {"start": 1296.42, "end": 1296.68, "word": " فعلا", "probability": 0.8640950520833334}, {"start": 1296.68, "end": 1297.14, "word": " أصبحنا", "probability": 0.8955078125}, {"start": 1297.14, "end": 1297.48, "word": " هنا", "probability": 0.9794921875}, {"start": 1297.48, "end": 1298.6, "word": " ال", "probability": 0.83251953125}, {"start": 1298.6, "end": 1298.96, "word": " successor", "probability": 0.9560546875}, {"start": 1298.96, "end": 1299.8, "word": " الأنسب", "probability": 0.85302734375}, {"start": 1299.8, "end": 1300.32, "word": " عندي", "probability": 0.939453125}, {"start": 1300.32, "end": 1300.5, "word": " واحد", "probability": 0.94384765625}, {"start": 1300.5, "end": 1300.76, "word": " اتنين", "probability": 0.962890625}, {"start": 1300.76, "end": 1301.14, "word": " تلاتة", "probability": 0.9644775390625}, {"start": 1301.14, "end": 1301.52, "word": " نفترض", "probability": 0.897216796875}, {"start": 1301.52, "end": 1301.7, "word": " ان", "probability": 0.29638671875}, {"start": 1301.7, "end": 1302.02, "word": " او", "probability": 0.830322265625}, {"start": 1302.02, "end": 1302.36, "word": " خلينا", "probability": 0.7932942708333334}, {"start": 1302.36, "end": 1303.06, "word": " نسميهم", "probability": 0.9886474609375}, {"start": 1303.06, "end": 1304.18, "word": " x", "probability": 0.54638671875}, {"start": 1304.18, "end": 1305.04, "word": " y", "probability": 0.705078125}, {"start": 1305.04, "end": 1305.72, "word": " و", "probability": 0.9267578125}, {"start": 1305.72, "end": 1305.98, "word": " z", "probability": 0.708984375}, {"start": 1305.98, "end": 1308.26, "word": " ناخد", "probability": 0.9469401041666666}, {"start": 1308.26, "end": 1308.74, "word": " أسماء", "probability": 0.9036458333333334}, {"start": 1308.74, "end": 1309.52, "word": " مختلفة", "probability": 0.9949951171875}, {"start": 1309.52, "end": 1310.04, "word": " نغير", "probability": 0.8681640625}, {"start": 1310.04, "end": 1310.58, "word": " هنا", "probability": 0.947265625}, {"start": 1310.58, "end": 1310.9, "word": " هنلاقي", "probability": 0.6578369140625}, {"start": 1310.9, "end": 1311.04, "word": " ان", "probability": 0.59716796875}, {"start": 1311.04, "end": 1311.16, "word": " في", "probability": 0.90625}, {"start": 1311.16, "end": 1311.36, "word": " عندي", "probability": 0.908203125}, {"start": 1311.36, "end": 1311.8, "word": " عشرة", "probability": 0.8966471354166666}, {"start": 1311.8, "end": 1313.76, "word": " هنا", "probability": 0.79736328125}, {"start": 1313.76, "end": 1314.08, "word": " هنلاقي", "probability": 0.9189453125}, {"start": 1314.08, "end": 1314.32, "word": " عندي", "probability": 0.705078125}, {"start": 1314.32, "end": 1314.76, "word": " عشرة", "probability": 0.9305013020833334}, {"start": 1314.76, "end": 1315.12, "word": " و", "probability": 0.6865234375}, {"start": 1315.12, "end": 1315.26, "word": " هنا", "probability": 0.54345703125}, {"start": 1315.26, "end": 1315.6, "word": " عندي", "probability": 0.904541015625}, {"start": 1315.6, "end": 1316.2, "word": " أربعة", "probability": 0.7156575520833334}, {"start": 1316.2, "end": 1316.48, "word": " عشر", "probability": 0.691650390625}, {"start": 1316.48, "end": 1317.1, "word": " هنا", "probability": 0.95751953125}, {"start": 1317.1, "end": 1317.54, "word": " في", "probability": 0.92919921875}, {"start": 1317.54, "end": 1317.72, "word": " عندي", "probability": 0.984619140625}, {"start": 1317.72, "end": 1318.02, "word": " أربعة", "probability": 0.7279459635416666}, {"start": 1318.02, "end": 1318.32, "word": " عشر", "probability": 0.879150390625}], "temperature": 1.0}, {"id": 53, "seek": 134727, "start": 1319.99, "end": 1347.27, "text": "صحيح أنه أربعتاشر هنا في عندي واحد اتنين في عندي عشرين فهذه صار مجموع تلاتين لزد هنا عندي مجموع أربعة وعشرين ل X و ل Y هيكون في عندي هنا عشرة فبرضه عندي أربعة وعشرين ل Y صار عندي مجال هنا أو هنا بمشي الحل سواء انتحرك انتقلنا هنا و بعدين هنتقل هيك أو بتحرك هنا و بعدين بنزل هيك", "tokens": [9381, 5016, 1829, 5016, 14739, 3224, 5551, 25513, 34268, 33599, 2288, 34105, 8978, 18871, 16254, 36764, 24401, 1975, 2655, 1863, 9957, 8978, 18871, 16254, 6225, 46309, 9957, 6156, 3224, 24192, 20328, 9640, 3714, 7435, 2304, 45367, 6055, 1211, 9307, 9957, 5296, 11622, 3215, 34105, 18871, 16254, 3714, 7435, 2304, 45367, 5551, 25513, 27884, 4032, 3615, 46309, 9957, 5296, 1783, 4032, 5296, 398, 39896, 30544, 8978, 18871, 16254, 34105, 6225, 8592, 25720, 6156, 26890, 11242, 3224, 18871, 16254, 5551, 25513, 27884, 4032, 3615, 46309, 9957, 5296, 398, 20328, 9640, 18871, 16254, 3714, 7435, 6027, 34105, 34051, 34105, 4724, 2304, 8592, 1829, 21542, 1211, 8608, 2407, 16606, 16472, 2655, 5016, 31747, 16472, 2655, 4587, 1211, 8315, 34105, 4032, 39182, 9957, 8032, 29399, 4587, 1211, 39896, 4117, 34051, 39894, 5016, 31747, 34105, 4032, 39182, 9957, 44945, 11622, 1211, 39896, 4117], "avg_logprob": -0.1808197530715362, "compression_ratio": 2.311320754716981, "no_speech_prob": 1.7285346984863281e-06, "words": [{"start": 1319.99, "end": 1320.55, "word": "صحيح", "probability": 0.9337158203125}, {"start": 1320.55, "end": 1320.95, "word": " أنه", "probability": 0.4796142578125}, {"start": 1320.95, "end": 1321.47, "word": " أربعتاشر", "probability": 0.6853271484375}, {"start": 1321.47, "end": 1321.89, "word": " هنا", "probability": 0.7216796875}, {"start": 1321.89, "end": 1322.35, "word": " في", "probability": 0.70849609375}, {"start": 1322.35, "end": 1322.61, "word": " عندي", "probability": 0.7734375}, {"start": 1322.61, "end": 1322.91, "word": " واحد", "probability": 0.819091796875}, {"start": 1322.91, "end": 1323.23, "word": " اتنين", "probability": 0.875}, {"start": 1323.23, "end": 1323.37, "word": " في", "probability": 0.38427734375}, {"start": 1323.37, "end": 1323.53, "word": " عندي", "probability": 0.904296875}, {"start": 1323.53, "end": 1323.99, "word": " عشرين", "probability": 0.9060872395833334}, {"start": 1323.99, "end": 1324.93, "word": " فهذه", "probability": 0.689697265625}, {"start": 1324.93, "end": 1325.11, "word": " صار", "probability": 0.7415771484375}, {"start": 1325.11, "end": 1325.55, "word": " مجموع", "probability": 0.88134765625}, {"start": 1325.55, "end": 1326.21, "word": " تلاتين", "probability": 0.9600830078125}, {"start": 1326.21, "end": 1327.23, "word": " لزد", "probability": 0.7338053385416666}, {"start": 1327.23, "end": 1327.69, "word": " هنا", "probability": 0.87353515625}, {"start": 1327.69, "end": 1327.95, "word": " عندي", "probability": 0.92236328125}, {"start": 1327.95, "end": 1328.45, "word": " مجموع", "probability": 0.9664306640625}, {"start": 1328.45, "end": 1329.05, "word": " أربعة", "probability": 0.86083984375}, {"start": 1329.05, "end": 1330.69, "word": " وعشرين", "probability": 0.89306640625}, {"start": 1330.69, "end": 1331.45, "word": " ل", "probability": 0.89794921875}, {"start": 1331.45, "end": 1331.81, "word": " X", "probability": 0.45947265625}, {"start": 1331.81, "end": 1332.45, "word": " و", "probability": 0.80126953125}, {"start": 1332.45, "end": 1332.69, "word": " ل", "probability": 0.56298828125}, {"start": 1332.69, "end": 1333.03, "word": " Y", "probability": 0.96923828125}, {"start": 1333.03, "end": 1333.57, "word": " هيكون", "probability": 0.78759765625}, {"start": 1333.57, "end": 1333.69, "word": " في", "probability": 0.8203125}, {"start": 1333.69, "end": 1333.89, "word": " عندي", "probability": 0.917724609375}, {"start": 1333.89, "end": 1334.13, "word": " هنا", "probability": 0.7294921875}, {"start": 1334.13, "end": 1334.75, "word": " عشرة", "probability": 0.9459635416666666}, {"start": 1334.75, "end": 1335.81, "word": " فبرضه", "probability": 0.94482421875}, {"start": 1335.81, "end": 1336.05, "word": " عندي", "probability": 0.968994140625}, {"start": 1336.05, "end": 1336.41, "word": " أربعة", "probability": 0.89111328125}, {"start": 1336.41, "end": 1337.13, "word": " وعشرين", "probability": 0.9359130859375}, {"start": 1337.13, "end": 1337.27, "word": " ل", "probability": 0.96337890625}, {"start": 1337.27, "end": 1338.49, "word": " Y", "probability": 0.9482421875}, {"start": 1338.49, "end": 1339.01, "word": " صار", "probability": 0.908447265625}, {"start": 1339.01, "end": 1339.17, "word": " عندي", "probability": 0.953369140625}, {"start": 1339.17, "end": 1339.45, "word": " مجال", "probability": 0.8693033854166666}, {"start": 1339.45, "end": 1339.67, "word": " هنا", "probability": 0.9951171875}, {"start": 1339.67, "end": 1339.91, "word": " أو", "probability": 0.73876953125}, {"start": 1339.91, "end": 1340.15, "word": " هنا", "probability": 0.99658203125}, {"start": 1340.15, "end": 1340.95, "word": " بمشي", "probability": 0.8397216796875}, {"start": 1340.95, "end": 1341.19, "word": " الحل", "probability": 0.89697265625}, {"start": 1341.19, "end": 1342.59, "word": " سواء", "probability": 0.9710286458333334}, {"start": 1342.59, "end": 1342.97, "word": " انتحرك", "probability": 0.799560546875}, {"start": 1342.97, "end": 1343.51, "word": " انتقلنا", "probability": 0.91328125}, {"start": 1343.51, "end": 1343.87, "word": " هنا", "probability": 0.99658203125}, {"start": 1343.87, "end": 1344.43, "word": " و", "probability": 0.50439453125}, {"start": 1344.43, "end": 1344.65, "word": " بعدين", "probability": 0.953857421875}, {"start": 1344.65, "end": 1345.09, "word": " هنتقل", "probability": 0.95458984375}, {"start": 1345.09, "end": 1345.29, "word": " هيك", "probability": 0.917724609375}, {"start": 1345.29, "end": 1345.43, "word": " أو", "probability": 0.6181640625}, {"start": 1345.43, "end": 1345.97, "word": " بتحرك", "probability": 0.87744140625}, {"start": 1345.97, "end": 1346.33, "word": " هنا", "probability": 0.99560546875}, {"start": 1346.33, "end": 1346.47, "word": " و", "probability": 0.6552734375}, {"start": 1346.47, "end": 1346.65, "word": " بعدين", "probability": 0.96142578125}, {"start": 1346.65, "end": 1347.01, "word": " بنزل", "probability": 0.9708658854166666}, {"start": 1347.01, "end": 1347.27, "word": " هيك", "probability": 0.81689453125}], "temperature": 1.0}, {"id": 54, "seek": 137747, "start": 1347.89, "end": 1377.47, "text": "فكلهما هيمشي فإذا في مجال أتحرك بهذا الشكل أو في مجال أتحرك بهذا الشكل تمام فهذه هي حركة ال robot هتكون كحل أمثل أو ك optimal path ال optimal path تبعنا تمام هي بشكل أساسي عملية الشرح كيف تمت وكيف نمحي ال path اللي اشتغلناها هي بشكل أساسي زي ما شرحنا", "tokens": [5172, 28820, 3224, 15042, 39896, 2304, 8592, 1829, 6156, 28814, 15730, 8978, 3714, 7435, 6027, 5551, 2655, 5016, 31747, 39627, 15730, 25124, 28820, 34051, 8978, 3714, 7435, 6027, 5551, 2655, 5016, 31747, 39627, 15730, 25124, 28820, 46811, 10943, 6156, 3224, 24192, 39896, 11331, 31747, 3660, 2423, 7881, 8032, 2655, 30544, 9122, 5016, 1211, 5551, 2304, 12984, 1211, 34051, 9122, 16252, 3100, 2423, 16252, 3100, 6055, 3555, 3615, 8315, 46811, 10943, 39896, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 6225, 42213, 10632, 25124, 2288, 5016, 9122, 33911, 46811, 2655, 4032, 4117, 33911, 8717, 2304, 5016, 1829, 2423, 3100, 13672, 1829, 1975, 8592, 2655, 17082, 1211, 8315, 11296, 39896, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 30767, 1829, 19446, 13412, 2288, 5016, 8315], "avg_logprob": -0.12147796966257643, "compression_ratio": 2.033980582524272, "no_speech_prob": 1.6093254089355469e-06, "words": [{"start": 1347.89, "end": 1348.65, "word": "فكلهما", "probability": 0.825927734375}, {"start": 1348.65, "end": 1349.35, "word": " هيمشي", "probability": 0.8922119140625}, {"start": 1349.35, "end": 1349.95, "word": " فإذا", "probability": 0.7362467447916666}, {"start": 1349.95, "end": 1350.11, "word": " في", "probability": 0.80322265625}, {"start": 1350.11, "end": 1350.45, "word": " مجال", "probability": 0.9947916666666666}, {"start": 1350.45, "end": 1350.85, "word": " أتحرك", "probability": 0.893798828125}, {"start": 1350.85, "end": 1351.11, "word": " بهذا", "probability": 0.87646484375}, {"start": 1351.11, "end": 1351.39, "word": " الشكل", "probability": 0.9931640625}, {"start": 1351.39, "end": 1351.55, "word": " أو", "probability": 0.85791015625}, {"start": 1351.55, "end": 1351.69, "word": " في", "probability": 0.90771484375}, {"start": 1351.69, "end": 1351.93, "word": " مجال", "probability": 0.9949544270833334}, {"start": 1351.93, "end": 1352.29, "word": " أتحرك", "probability": 0.96044921875}, {"start": 1352.29, "end": 1352.57, "word": " بهذا", "probability": 0.944091796875}, {"start": 1352.57, "end": 1352.89, "word": " الشكل", "probability": 0.983154296875}, {"start": 1352.89, "end": 1354.09, "word": " تمام", "probability": 0.781494140625}, {"start": 1354.09, "end": 1355.09, "word": " فهذه", "probability": 0.8645833333333334}, {"start": 1355.09, "end": 1355.23, "word": " هي", "probability": 0.880859375}, {"start": 1355.23, "end": 1355.61, "word": " حركة", "probability": 0.9853515625}, {"start": 1355.61, "end": 1355.75, "word": " ال", "probability": 0.96630859375}, {"start": 1355.75, "end": 1356.01, "word": " robot", "probability": 0.75}, {"start": 1356.01, "end": 1357.29, "word": " هتكون", "probability": 0.87060546875}, {"start": 1357.29, "end": 1358.47, "word": " كحل", "probability": 0.88916015625}, {"start": 1358.47, "end": 1359.07, "word": " أمثل", "probability": 0.91845703125}, {"start": 1359.07, "end": 1359.29, "word": " أو", "probability": 0.80517578125}, {"start": 1359.29, "end": 1359.57, "word": " ك", "probability": 0.89599609375}, {"start": 1359.57, "end": 1360.59, "word": " optimal", "probability": 0.78369140625}, {"start": 1360.59, "end": 1361.35, "word": " path", "probability": 0.97216796875}, {"start": 1361.35, "end": 1361.77, "word": " ال", "probability": 0.5791015625}, {"start": 1361.77, "end": 1362.05, "word": " optimal", "probability": 0.93212890625}, {"start": 1362.05, "end": 1362.35, "word": " path", "probability": 0.978515625}, {"start": 1362.35, "end": 1362.77, "word": " تبعنا", "probability": 0.84893798828125}, {"start": 1362.77, "end": 1363.93, "word": " تمام", "probability": 0.8974609375}, {"start": 1363.93, "end": 1364.29, "word": " هي", "probability": 0.4326171875}, {"start": 1364.29, "end": 1364.75, "word": " بشكل", "probability": 0.984375}, {"start": 1364.75, "end": 1365.45, "word": " أساسي", "probability": 0.9727783203125}, {"start": 1365.45, "end": 1365.93, "word": " عملية", "probability": 0.86181640625}, {"start": 1365.93, "end": 1366.29, "word": " الشرح", "probability": 0.9876302083333334}, {"start": 1366.29, "end": 1366.49, "word": " كيف", "probability": 0.974853515625}, {"start": 1366.49, "end": 1366.93, "word": " تمت", "probability": 0.971923828125}, {"start": 1366.93, "end": 1367.39, "word": " وكيف", "probability": 0.82373046875}, {"start": 1367.39, "end": 1368.59, "word": " نمحي", "probability": 0.823486328125}, {"start": 1368.59, "end": 1368.97, "word": " ال", "probability": 0.728515625}, {"start": 1368.97, "end": 1369.25, "word": " path", "probability": 0.9775390625}, {"start": 1369.25, "end": 1369.39, "word": " اللي", "probability": 0.95556640625}, {"start": 1369.39, "end": 1371.73, "word": " اشتغلناها", "probability": 0.8663853236607143}, {"start": 1371.73, "end": 1375.71, "word": " هي", "probability": 0.85107421875}, {"start": 1375.71, "end": 1376.11, "word": " بشكل", "probability": 0.9547526041666666}, {"start": 1376.11, "end": 1376.65, "word": " أساسي", "probability": 0.9830322265625}, {"start": 1376.65, "end": 1377.01, "word": " زي", "probability": 0.9677734375}, {"start": 1377.01, "end": 1377.09, "word": " ما", "probability": 0.9755859375}, {"start": 1377.09, "end": 1377.47, "word": " شرحنا", "probability": 0.89697265625}], "temperature": 1.0}, {"id": 55, "seek": 140540, "start": 1379.72, "end": 1405.4, "text": "الحالة بتاعتنا هي برضه القيم المبدئية حوالين ال start عشان من خلالها أعرف أنه أنا والله فعلا في عندى الأربعين هي الأفضل فمعنادلك هروح للأربعين أتحرك على الأربعين طبعا من الأربعين ال heuristic هنا مش هتتغير هدى و هدى مش هيتغيروا ك heuristic data لكن هتتغير معانا مين؟ هتتغير معانا ال G", "tokens": [6027, 5016, 6027, 3660, 39894, 995, 34268, 8315, 39896, 4724, 43042, 3224, 25062, 32640, 9673, 44510, 19986, 10632, 11331, 2407, 6027, 9957, 2423, 722, 6225, 8592, 7649, 9154, 16490, 1211, 6027, 11296, 5551, 3615, 28480, 14739, 3224, 41850, 16070, 43761, 6156, 3615, 15040, 8978, 43242, 7578, 16247, 25513, 3615, 9957, 39896, 16247, 5172, 11242, 1211, 6156, 2304, 3615, 8315, 3215, 23275, 8032, 32887, 5016, 24976, 10721, 25513, 3615, 9957, 5551, 2655, 5016, 31747, 15844, 16247, 25513, 3615, 9957, 23032, 3555, 3615, 995, 9154, 16247, 25513, 3615, 9957, 2423, 415, 374, 3142, 34105, 37893, 8032, 2655, 2655, 17082, 13546, 8032, 3215, 7578, 4032, 8032, 3215, 7578, 37893, 8032, 36081, 17082, 13546, 14407, 9122, 415, 374, 3142, 1412, 44381, 8032, 2655, 2655, 17082, 13546, 20449, 7649, 995, 3714, 9957, 22807, 8032, 2655, 2655, 17082, 13546, 20449, 7649, 995, 2423, 460], "avg_logprob": -0.13151978610230863, "compression_ratio": 1.9959183673469387, "no_speech_prob": 4.649162292480469e-06, "words": [{"start": 1379.72, "end": 1380.22, "word": "الحالة", "probability": 0.94189453125}, {"start": 1380.22, "end": 1380.64, "word": " بتاعتنا", "probability": 0.900146484375}, {"start": 1380.64, "end": 1381.04, "word": " هي", "probability": 0.56787109375}, {"start": 1381.04, "end": 1381.42, "word": " برضه", "probability": 0.9236653645833334}, {"start": 1381.42, "end": 1382.1, "word": " القيم", "probability": 0.898681640625}, {"start": 1382.1, "end": 1383.48, "word": " المبدئية", "probability": 0.9329833984375}, {"start": 1383.48, "end": 1383.88, "word": " حوالين", "probability": 0.903564453125}, {"start": 1383.88, "end": 1384.02, "word": " ال", "probability": 0.9306640625}, {"start": 1384.02, "end": 1384.32, "word": " start", "probability": 0.75927734375}, {"start": 1384.32, "end": 1384.88, "word": " عشان", "probability": 0.9747721354166666}, {"start": 1384.88, "end": 1385.0, "word": " من", "probability": 0.99169921875}, {"start": 1385.0, "end": 1385.3, "word": " خلالها", "probability": 0.9901123046875}, {"start": 1385.3, "end": 1385.64, "word": " أعرف", "probability": 0.86767578125}, {"start": 1385.64, "end": 1385.84, "word": " أنه", "probability": 0.6270751953125}, {"start": 1385.84, "end": 1385.96, "word": " أنا", "probability": 0.483154296875}, {"start": 1385.96, "end": 1386.16, "word": " والله", "probability": 0.845947265625}, {"start": 1386.16, "end": 1386.56, "word": " فعلا", "probability": 0.9189453125}, {"start": 1386.56, "end": 1387.06, "word": " في", "probability": 0.888671875}, {"start": 1387.06, "end": 1387.74, "word": " عندى", "probability": 0.593017578125}, {"start": 1387.74, "end": 1388.54, "word": " الأربعين", "probability": 0.878173828125}, {"start": 1388.54, "end": 1389.98, "word": " هي", "probability": 0.82177734375}, {"start": 1389.98, "end": 1390.5, "word": " الأفضل", "probability": 0.9984130859375}, {"start": 1390.5, "end": 1391.3, "word": " فمعنادلك", "probability": 0.7572021484375}, {"start": 1391.3, "end": 1391.56, "word": " هروح", "probability": 0.8673502604166666}, {"start": 1391.56, "end": 1392.16, "word": " للأربعين", "probability": 0.88876953125}, {"start": 1392.16, "end": 1392.92, "word": " أتحرك", "probability": 0.85430908203125}, {"start": 1392.92, "end": 1393.46, "word": " على", "probability": 0.87109375}, {"start": 1393.46, "end": 1393.96, "word": " الأربعين", "probability": 0.972412109375}, {"start": 1393.96, "end": 1394.44, "word": " طبعا", "probability": 0.951416015625}, {"start": 1394.44, "end": 1394.54, "word": " من", "probability": 0.974609375}, {"start": 1394.54, "end": 1395.18, "word": " الأربعين", "probability": 0.9813232421875}, {"start": 1395.18, "end": 1396.74, "word": " ال", "probability": 0.9677734375}, {"start": 1396.74, "end": 1397.18, "word": " heuristic", "probability": 0.80517578125}, {"start": 1397.18, "end": 1397.4, "word": " هنا", "probability": 0.9658203125}, {"start": 1397.4, "end": 1397.52, "word": " مش", "probability": 0.94287109375}, {"start": 1397.52, "end": 1398.1, "word": " هتتغير", "probability": 0.99033203125}, {"start": 1398.1, "end": 1400.04, "word": " هدى", "probability": 0.634033203125}, {"start": 1400.04, "end": 1400.14, "word": " و", "probability": 0.861328125}, {"start": 1400.14, "end": 1400.42, "word": " هدى", "probability": 0.9534505208333334}, {"start": 1400.42, "end": 1400.7, "word": " مش", "probability": 0.83935546875}, {"start": 1400.7, "end": 1401.14, "word": " هيتغيروا", "probability": 0.91220703125}, {"start": 1401.14, "end": 1401.22, "word": " ك", "probability": 0.9765625}, {"start": 1401.22, "end": 1401.7, "word": " heuristic", "probability": 0.89599609375}, {"start": 1401.7, "end": 1402.18, "word": " data", "probability": 0.94189453125}, {"start": 1402.18, "end": 1402.58, "word": " لكن", "probability": 0.90234375}, {"start": 1402.58, "end": 1403.12, "word": " هتتغير", "probability": 0.9892578125}, {"start": 1403.12, "end": 1403.46, "word": " معانا", "probability": 0.9728190104166666}, {"start": 1403.46, "end": 1403.94, "word": " مين؟", "probability": 0.8065592447916666}, {"start": 1403.94, "end": 1404.36, "word": " هتتغير", "probability": 0.98857421875}, {"start": 1404.36, "end": 1404.9, "word": " معانا", "probability": 0.9934895833333334}, {"start": 1404.9, "end": 1405.18, "word": " ال", "probability": 0.74560546875}, {"start": 1405.18, "end": 1405.4, "word": " G", "probability": 0.50830078125}], "temperature": 1.0}, {"id": 56, "seek": 143496, "start": 1406.36, "end": 1434.96, "text": "ال G هتتغير معانا لإنه صرت بدل ما بحسب بالنسبة ل ال start لإن أنا بحسب صرت بالنسبة ل ال tile الأولى بعدها ال tile الأولى اللي بعدها تمام okay فهنا طبعا نتحرك كخطوة أخرى وهد برضه شرحناهم و اتكلمنا عنهم اللي هم ال level التاني كان في عندي فعلا اربعة و ستين خمسين اربعة و ستين تحت و خمسين فصار في إمكان اتحرك مع اتنين", "tokens": [6027, 460, 8032, 2655, 2655, 17082, 13546, 20449, 7649, 995, 5296, 28814, 1863, 3224, 20328, 43500, 47525, 1211, 19446, 4724, 5016, 35457, 20666, 1863, 35457, 3660, 5296, 2423, 722, 5296, 28814, 1863, 41850, 4724, 5016, 35457, 20328, 43500, 20666, 1863, 35457, 3660, 5296, 2423, 20590, 16247, 12610, 7578, 39182, 11296, 2423, 20590, 16247, 12610, 7578, 13672, 1829, 39182, 11296, 46811, 10943, 1392, 6156, 3224, 8315, 23032, 3555, 3615, 995, 8717, 2655, 5016, 31747, 9122, 9778, 9566, 2407, 3660, 5551, 34740, 7578, 37037, 3215, 4724, 43042, 3224, 13412, 2288, 5016, 8315, 16095, 4032, 1975, 2655, 4117, 19528, 8315, 18871, 16095, 13672, 1829, 8032, 2304, 2423, 1496, 16712, 7649, 1829, 25961, 8978, 18871, 16254, 6156, 3615, 15040, 1975, 25513, 27884, 4032, 8608, 2655, 9957, 16490, 2304, 3794, 9957, 1975, 25513, 27884, 4032, 8608, 2655, 9957, 6055, 33753, 4032, 16490, 2304, 3794, 9957, 6156, 9381, 9640, 8978, 11933, 2304, 41361, 1975, 2655, 5016, 31747, 20449, 1975, 2655, 1863, 9957], "avg_logprob": -0.1492834463240994, "compression_ratio": 2.0, "no_speech_prob": 1.3709068298339844e-06, "words": [{"start": 1406.36, "end": 1406.58, "word": "ال", "probability": 0.96826171875}, {"start": 1406.58, "end": 1406.74, "word": " G", "probability": 0.290283203125}, {"start": 1406.74, "end": 1407.28, "word": " هتتغير", "probability": 0.9744140625}, {"start": 1407.28, "end": 1407.6, "word": " معانا", "probability": 0.9138997395833334}, {"start": 1407.6, "end": 1407.88, "word": " لإنه", "probability": 0.800048828125}, {"start": 1407.88, "end": 1408.06, "word": " صرت", "probability": 0.6978759765625}, {"start": 1408.06, "end": 1408.66, "word": " بدل", "probability": 0.947021484375}, {"start": 1408.66, "end": 1408.74, "word": " ما", "probability": 0.8955078125}, {"start": 1408.74, "end": 1409.22, "word": " بحسب", "probability": 0.96728515625}, {"start": 1409.22, "end": 1410.14, "word": " بالنسبة", "probability": 0.9779052734375}, {"start": 1410.14, "end": 1410.24, "word": " ل", "probability": 0.615234375}, {"start": 1410.24, "end": 1410.34, "word": " ال", "probability": 0.42822265625}, {"start": 1410.34, "end": 1410.62, "word": " start", "probability": 0.97021484375}, {"start": 1410.62, "end": 1410.8, "word": " لإن", "probability": 0.7669270833333334}, {"start": 1410.8, "end": 1410.88, "word": " أنا", "probability": 0.572265625}, {"start": 1410.88, "end": 1411.1, "word": " بحسب", "probability": 0.849609375}, {"start": 1411.1, "end": 1411.32, "word": " صرت", "probability": 0.877197265625}, {"start": 1411.32, "end": 1411.74, "word": " بالنسبة", "probability": 0.99609375}, {"start": 1411.74, "end": 1411.98, "word": " ل", "probability": 0.86181640625}, {"start": 1411.98, "end": 1412.66, "word": " ال", "probability": 0.8935546875}, {"start": 1412.66, "end": 1413.14, "word": " tile", "probability": 0.5185546875}, {"start": 1413.14, "end": 1414.02, "word": " الأولى", "probability": 0.90966796875}, {"start": 1414.02, "end": 1414.42, "word": " بعدها", "probability": 0.945556640625}, {"start": 1414.42, "end": 1414.54, "word": " ال", "probability": 0.701171875}, {"start": 1414.54, "end": 1414.72, "word": " tile", "probability": 0.91015625}, {"start": 1414.72, "end": 1415.06, "word": " الأولى", "probability": 0.9591471354166666}, {"start": 1415.06, "end": 1415.16, "word": " اللي", "probability": 0.5947265625}, {"start": 1415.16, "end": 1415.6, "word": " بعدها", "probability": 0.947509765625}, {"start": 1415.6, "end": 1416.04, "word": " تمام", "probability": 0.932861328125}, {"start": 1416.04, "end": 1417.5, "word": " okay", "probability": 0.54931640625}, {"start": 1417.5, "end": 1418.02, "word": " فهنا", "probability": 0.9557291666666666}, {"start": 1418.02, "end": 1418.26, "word": " طبعا", "probability": 0.9901123046875}, {"start": 1418.26, "end": 1418.7, "word": " نتحرك", "probability": 0.8348388671875}, {"start": 1418.7, "end": 1420.16, "word": " كخطوة", "probability": 0.86630859375}, {"start": 1420.16, "end": 1420.64, "word": " أخرى", "probability": 0.9860026041666666}, {"start": 1420.64, "end": 1421.08, "word": " وهد", "probability": 0.5892333984375}, {"start": 1421.08, "end": 1421.36, "word": " برضه", "probability": 0.7972819010416666}, {"start": 1421.36, "end": 1421.94, "word": " شرحناهم", "probability": 0.972265625}, {"start": 1421.94, "end": 1422.04, "word": " و", "probability": 0.465087890625}, {"start": 1422.04, "end": 1422.36, "word": " اتكلمنا", "probability": 0.854296875}, {"start": 1422.36, "end": 1422.7, "word": " عنهم", "probability": 0.993896484375}, {"start": 1422.7, "end": 1423.06, "word": " اللي", "probability": 0.97216796875}, {"start": 1423.06, "end": 1423.32, "word": " هم", "probability": 0.900634765625}, {"start": 1423.32, "end": 1424.22, "word": " ال", "probability": 0.93798828125}, {"start": 1424.22, "end": 1424.4, "word": " level", "probability": 0.98828125}, {"start": 1424.4, "end": 1425.06, "word": " التاني", "probability": 0.8531901041666666}, {"start": 1425.06, "end": 1425.98, "word": " كان", "probability": 0.966796875}, {"start": 1425.98, "end": 1426.1, "word": " في", "probability": 0.80029296875}, {"start": 1426.1, "end": 1426.28, "word": " عندي", "probability": 0.927978515625}, {"start": 1426.28, "end": 1426.5, "word": " فعلا", "probability": 0.9440104166666666}, {"start": 1426.5, "end": 1426.78, "word": " اربعة", "probability": 0.7431640625}, {"start": 1426.78, "end": 1426.88, "word": " و", "probability": 0.95556640625}, {"start": 1426.88, "end": 1427.28, "word": " ستين", "probability": 0.923828125}, {"start": 1427.28, "end": 1428.88, "word": " خمسين", "probability": 0.962158203125}, {"start": 1428.88, "end": 1430.14, "word": " اربعة", "probability": 0.8894856770833334}, {"start": 1430.14, "end": 1430.24, "word": " و", "probability": 0.984375}, {"start": 1430.24, "end": 1430.5, "word": " ستين", "probability": 0.97412109375}, {"start": 1430.5, "end": 1430.9, "word": " تحت", "probability": 0.996337890625}, {"start": 1430.9, "end": 1431.4, "word": " و", "probability": 0.99560546875}, {"start": 1431.4, "end": 1431.86, "word": " خمسين", "probability": 0.943603515625}, {"start": 1431.86, "end": 1432.56, "word": " فصار", "probability": 0.9763997395833334}, {"start": 1432.56, "end": 1432.68, "word": " في", "probability": 0.86474609375}, {"start": 1432.68, "end": 1433.0, "word": " إمكان", "probability": 0.7870279947916666}, {"start": 1433.0, "end": 1433.58, "word": " اتحرك", "probability": 0.90234375}, {"start": 1433.58, "end": 1434.18, "word": " مع", "probability": 0.99609375}, {"start": 1434.18, "end": 1434.96, "word": " اتنين", "probability": 0.9716796875}], "temperature": 1.0}, {"id": 57, "seek": 146343, "start": 1436.09, "end": 1463.43, "text": "أو اربعة اتنين او اربعة okay and so on طبعا زي ما قلنا نقدر نتحرك هنا صار في عندي مجال لاتنين بالضبط زي ما شرحنا تماما و صار في عندي مجال اما اجي هنا او اتحرك هنا كلاهما بمشي الحال لكن في الآخر هاجد انه انا هتحرك بهذا الشكل و بعدين هرجع تاني هيك او لأ اكمل مباشرة هذا طبعا بعد ما تكتمل ال path كله عشان نشوف مين افضل path ممكن", "tokens": [10721, 2407, 1975, 25513, 27884, 1975, 2655, 1863, 9957, 1975, 2407, 1975, 25513, 27884, 1392, 293, 370, 322, 23032, 3555, 3615, 995, 30767, 1829, 19446, 12174, 1211, 8315, 8717, 28543, 2288, 8717, 2655, 5016, 31747, 34105, 20328, 9640, 8978, 18871, 16254, 3714, 7435, 6027, 5296, 9307, 1863, 9957, 20666, 11242, 3555, 9566, 30767, 1829, 19446, 13412, 2288, 5016, 8315, 46811, 10943, 995, 4032, 20328, 9640, 8978, 18871, 16254, 3714, 7435, 6027, 1975, 15042, 1975, 7435, 1829, 34105, 1975, 2407, 1975, 2655, 5016, 31747, 34105, 9122, 15040, 3224, 15042, 4724, 2304, 8592, 1829, 21542, 6027, 44381, 8978, 6024, 95, 34740, 8032, 26108, 3215, 16472, 3224, 1975, 8315, 8032, 2655, 5016, 31747, 39627, 15730, 25124, 28820, 4032, 39182, 9957, 8032, 47341, 3615, 6055, 7649, 1829, 39896, 4117, 1975, 2407, 5296, 10721, 1975, 24793, 1211, 3714, 3555, 33599, 25720, 23758, 23032, 3555, 3615, 995, 39182, 19446, 6055, 4117, 39237, 1211, 2423, 3100, 28242, 3224, 6225, 8592, 7649, 8717, 8592, 38688, 3714, 9957, 1975, 5172, 11242, 1211, 3100, 3714, 43020], "avg_logprob": -0.11358532800288972, "compression_ratio": 2.036231884057971, "no_speech_prob": 2.580881118774414e-05, "words": [{"start": 1436.09, "end": 1436.39, "word": "أو", "probability": 0.844970703125}, {"start": 1436.39, "end": 1436.85, "word": " اربعة", "probability": 0.785888671875}, {"start": 1436.85, "end": 1437.31, "word": " اتنين", "probability": 0.7796630859375}, {"start": 1437.31, "end": 1437.45, "word": " او", "probability": 0.885498046875}, {"start": 1437.45, "end": 1437.85, "word": " اربعة", "probability": 0.9396158854166666}, {"start": 1437.85, "end": 1439.05, "word": " okay", "probability": 0.23583984375}, {"start": 1439.05, "end": 1439.77, "word": " and", "probability": 0.8662109375}, {"start": 1439.77, "end": 1439.95, "word": " so", "probability": 0.93603515625}, {"start": 1439.95, "end": 1440.09, "word": " on", "probability": 0.9423828125}, {"start": 1440.09, "end": 1440.35, "word": " طبعا", "probability": 0.9913330078125}, {"start": 1440.35, "end": 1440.49, "word": " زي", "probability": 0.86572265625}, {"start": 1440.49, "end": 1440.59, "word": " ما", "probability": 0.97509765625}, {"start": 1440.59, "end": 1440.89, "word": " قلنا", "probability": 0.91943359375}, {"start": 1440.89, "end": 1441.47, "word": " نقدر", "probability": 0.97216796875}, {"start": 1441.47, "end": 1442.03, "word": " نتحرك", "probability": 0.9930419921875}, {"start": 1442.03, "end": 1442.51, "word": " هنا", "probability": 0.9208984375}, {"start": 1442.51, "end": 1442.71, "word": " صار", "probability": 0.945068359375}, {"start": 1442.71, "end": 1442.81, "word": " في", "probability": 0.9609375}, {"start": 1442.81, "end": 1442.99, "word": " عندي", "probability": 0.72802734375}, {"start": 1442.99, "end": 1443.29, "word": " مجال", "probability": 0.9108072916666666}, {"start": 1443.29, "end": 1443.85, "word": " لاتنين", "probability": 0.8038330078125}, {"start": 1443.85, "end": 1445.21, "word": " بالضبط", "probability": 0.8826904296875}, {"start": 1445.21, "end": 1445.37, "word": " زي", "probability": 0.991943359375}, {"start": 1445.37, "end": 1445.45, "word": " ما", "probability": 0.9716796875}, {"start": 1445.45, "end": 1445.83, "word": " شرحنا", "probability": 0.934326171875}, {"start": 1445.83, "end": 1446.27, "word": " تماما", "probability": 0.99755859375}, {"start": 1446.27, "end": 1446.65, "word": " و", "probability": 0.978515625}, {"start": 1446.65, "end": 1446.79, "word": " صار", "probability": 0.814697265625}, {"start": 1446.79, "end": 1446.91, "word": " في", "probability": 0.97607421875}, {"start": 1446.91, "end": 1447.09, "word": " عندي", "probability": 0.986328125}, {"start": 1447.09, "end": 1447.35, "word": " مجال", "probability": 0.99755859375}, {"start": 1447.35, "end": 1447.55, "word": " اما", "probability": 0.774169921875}, {"start": 1447.55, "end": 1447.85, "word": " اجي", "probability": 0.9138997395833334}, {"start": 1447.85, "end": 1448.09, "word": " هنا", "probability": 0.99609375}, {"start": 1448.09, "end": 1448.61, "word": " او", "probability": 0.91552734375}, {"start": 1448.61, "end": 1449.01, "word": " اتحرك", "probability": 0.974609375}, {"start": 1449.01, "end": 1449.31, "word": " هنا", "probability": 0.9970703125}, {"start": 1449.31, "end": 1450.09, "word": " كلاهما", "probability": 0.72161865234375}, {"start": 1450.09, "end": 1451.11, "word": " بمشي", "probability": 0.861572265625}, {"start": 1451.11, "end": 1451.37, "word": " الحال", "probability": 0.93798828125}, {"start": 1451.37, "end": 1451.61, "word": " لكن", "probability": 0.87109375}, {"start": 1451.61, "end": 1451.79, "word": " في", "probability": 0.75439453125}, {"start": 1451.79, "end": 1452.11, "word": " الآخر", "probability": 0.7857259114583334}, {"start": 1452.11, "end": 1452.49, "word": " هاجد", "probability": 0.8624674479166666}, {"start": 1452.49, "end": 1452.71, "word": " انه", "probability": 0.82177734375}, {"start": 1452.71, "end": 1452.83, "word": " انا", "probability": 0.93408203125}, {"start": 1452.83, "end": 1453.27, "word": " هتحرك", "probability": 0.9407958984375}, {"start": 1453.27, "end": 1453.55, "word": " بهذا", "probability": 0.962158203125}, {"start": 1453.55, "end": 1453.97, "word": " الشكل", "probability": 0.990966796875}, {"start": 1453.97, "end": 1454.57, "word": " و", "probability": 0.82666015625}, {"start": 1454.57, "end": 1454.79, "word": " بعدين", "probability": 0.975341796875}, {"start": 1454.79, "end": 1455.13, "word": " هرجع", "probability": 0.97607421875}, {"start": 1455.13, "end": 1455.43, "word": " تاني", "probability": 0.9736328125}, {"start": 1455.43, "end": 1455.99, "word": " هيك", "probability": 0.657958984375}, {"start": 1455.99, "end": 1456.65, "word": " او", "probability": 0.9541015625}, {"start": 1456.65, "end": 1456.81, "word": " لأ", "probability": 0.946044921875}, {"start": 1456.81, "end": 1457.17, "word": " اكمل", "probability": 0.9461263020833334}, {"start": 1457.17, "end": 1457.71, "word": " مباشرة", "probability": 0.977783203125}, {"start": 1457.71, "end": 1458.73, "word": " هذا", "probability": 0.6875}, {"start": 1458.73, "end": 1459.05, "word": " طبعا", "probability": 0.9813232421875}, {"start": 1459.05, "end": 1459.25, "word": " بعد", "probability": 0.97509765625}, {"start": 1459.25, "end": 1459.37, "word": " ما", "probability": 0.9248046875}, {"start": 1459.37, "end": 1459.81, "word": " تكتمل", "probability": 0.931396484375}, {"start": 1459.81, "end": 1459.99, "word": " ال", "probability": 0.9580078125}, {"start": 1459.99, "end": 1460.29, "word": " path", "probability": 0.97705078125}, {"start": 1460.29, "end": 1460.97, "word": " كله", "probability": 0.982421875}, {"start": 1460.97, "end": 1461.43, "word": " عشان", "probability": 0.9850260416666666}, {"start": 1461.43, "end": 1461.71, "word": " نشوف", "probability": 0.9845377604166666}, {"start": 1461.71, "end": 1461.91, "word": " مين", "probability": 0.913330078125}, {"start": 1461.91, "end": 1462.43, "word": " افضل", "probability": 0.95703125}, {"start": 1462.43, "end": 1462.97, "word": " path", "probability": 0.99169921875}, {"start": 1462.97, "end": 1463.43, "word": " ممكن", "probability": 0.99072265625}], "temperature": 1.0}, {"id": 58, "seek": 149249, "start": 1465.39, "end": 1492.49, "text": "تمام مثال اخر كمثال اخر هفترض ان فيه اندي برضه مجموعة ال nodes وعندي ال cost للانتقال من node الى node بهذا الشكل اللي احنا شايفينه من S او start ل G او goal وبدنا ننتقل من الى okay ال S دي هتنتقل بين A وB", "tokens": [39237, 10943, 50113, 6027, 1975, 34740, 9122, 2304, 12984, 6027, 1975, 34740, 8032, 5172, 2655, 43042, 16472, 8978, 3224, 16472, 16254, 4724, 43042, 3224, 3714, 7435, 2304, 2407, 27884, 2423, 13891, 4032, 3615, 1863, 16254, 2423, 2063, 24976, 7649, 2655, 4587, 6027, 9154, 9984, 2423, 7578, 9984, 39627, 15730, 25124, 28820, 13672, 1829, 1975, 5016, 8315, 13412, 995, 33911, 9957, 3224, 9154, 318, 1975, 2407, 722, 5296, 460, 1975, 2407, 3387, 4032, 44510, 8315, 8717, 29399, 4587, 1211, 9154, 2423, 7578, 1392, 2423, 318, 11778, 1829, 8032, 2655, 29399, 4587, 1211, 49374, 316, 4032, 33], "avg_logprob": -0.16552734343955913, "compression_ratio": 1.683673469387755, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1465.39, "end": 1465.83, "word": "تمام", "probability": 0.73486328125}, {"start": 1465.83, "end": 1466.65, "word": " مثال", "probability": 0.93896484375}, {"start": 1466.65, "end": 1466.95, "word": " اخر", "probability": 0.6768798828125}, {"start": 1466.95, "end": 1468.23, "word": " كمثال", "probability": 0.9449462890625}, {"start": 1468.23, "end": 1468.51, "word": " اخر", "probability": 0.961181640625}, {"start": 1468.51, "end": 1468.85, "word": " هفترض", "probability": 0.834228515625}, {"start": 1468.85, "end": 1468.97, "word": " ان", "probability": 0.9189453125}, {"start": 1468.97, "end": 1469.19, "word": " فيه", "probability": 0.696533203125}, {"start": 1469.19, "end": 1469.37, "word": " اندي", "probability": 0.587890625}, {"start": 1469.37, "end": 1469.75, "word": " برضه", "probability": 0.9176432291666666}, {"start": 1469.75, "end": 1470.99, "word": " مجموعة", "probability": 0.94462890625}, {"start": 1470.99, "end": 1471.17, "word": " ال", "probability": 0.65576171875}, {"start": 1471.17, "end": 1471.51, "word": " nodes", "probability": 0.939453125}, {"start": 1471.51, "end": 1472.81, "word": " وعندي", "probability": 0.9146728515625}, {"start": 1472.81, "end": 1473.07, "word": " ال", "probability": 0.9775390625}, {"start": 1473.07, "end": 1473.45, "word": " cost", "probability": 0.8994140625}, {"start": 1473.45, "end": 1474.19, "word": " للانتقال", "probability": 0.93486328125}, {"start": 1474.19, "end": 1474.35, "word": " من", "probability": 0.99560546875}, {"start": 1474.35, "end": 1474.65, "word": " node", "probability": 0.94775390625}, {"start": 1474.65, "end": 1474.91, "word": " الى", "probability": 0.66943359375}, {"start": 1474.91, "end": 1475.31, "word": " node", "probability": 0.95263671875}, {"start": 1475.31, "end": 1476.25, "word": " بهذا", "probability": 0.963623046875}, {"start": 1476.25, "end": 1476.75, "word": " الشكل", "probability": 0.99072265625}, {"start": 1476.75, "end": 1476.87, "word": " اللي", "probability": 0.884765625}, {"start": 1476.87, "end": 1477.03, "word": " احنا", "probability": 0.93505859375}, {"start": 1477.03, "end": 1477.65, "word": " شايفينه", "probability": 0.97744140625}, {"start": 1477.65, "end": 1478.63, "word": " من", "probability": 0.9365234375}, {"start": 1478.63, "end": 1479.33, "word": " S", "probability": 0.689453125}, {"start": 1479.33, "end": 1479.77, "word": " او", "probability": 0.834716796875}, {"start": 1479.77, "end": 1480.39, "word": " start", "probability": 0.900390625}, {"start": 1480.39, "end": 1481.35, "word": " ل", "probability": 0.763671875}, {"start": 1481.35, "end": 1481.91, "word": " G", "probability": 0.6298828125}, {"start": 1481.91, "end": 1483.01, "word": " او", "probability": 0.91162109375}, {"start": 1483.01, "end": 1483.41, "word": " goal", "probability": 0.9765625}, {"start": 1483.41, "end": 1485.21, "word": " وبدنا", "probability": 0.6858723958333334}, {"start": 1485.21, "end": 1485.81, "word": " ننتقل", "probability": 0.9520263671875}, {"start": 1485.81, "end": 1486.27, "word": " من", "probability": 0.9970703125}, {"start": 1486.27, "end": 1486.77, "word": " الى", "probability": 0.893310546875}, {"start": 1486.77, "end": 1488.41, "word": " okay", "probability": 0.169677734375}, {"start": 1488.41, "end": 1489.09, "word": " ال", "probability": 0.95263671875}, {"start": 1489.09, "end": 1489.25, "word": " S", "probability": 0.94091796875}, {"start": 1489.25, "end": 1489.51, "word": " دي", "probability": 0.7919921875}, {"start": 1489.51, "end": 1490.59, "word": " هتنتقل", "probability": 0.95537109375}, {"start": 1490.59, "end": 1491.29, "word": " بين", "probability": 0.9619140625}, {"start": 1491.29, "end": 1491.61, "word": " A", "probability": 0.91357421875}, {"start": 1491.61, "end": 1492.49, "word": " وB", "probability": 0.74951171875}], "temperature": 1.0}, {"id": 59, "seek": 152280, "start": 1494.28, "end": 1522.8, "text": "ثم في عندي C ثم G هناك أعطاني جدول الـ heuristic data أو ال state space graph تمام نبدأ نشتغل من خلالها الواضح تماما أنه بدي أبدأ من start S عشان أنتقل S إيش ال successors المناسبين أو الممكنين لها A و B فممكن أروح ل A بقى و نعملها داخل دائرة أفضل", "tokens": [12984, 2304, 8978, 43242, 1829, 383, 38637, 2304, 460, 34105, 4117, 5551, 3615, 9566, 7649, 1829, 10874, 3215, 12610, 2423, 39184, 415, 374, 3142, 1412, 34051, 2423, 1785, 1901, 4295, 46811, 10943, 8717, 44510, 10721, 8717, 8592, 2655, 17082, 1211, 9154, 16490, 1211, 6027, 11296, 2423, 2407, 46958, 5016, 46811, 10943, 995, 14739, 3224, 4724, 16254, 5551, 44510, 10721, 9154, 722, 318, 6225, 8592, 7649, 14739, 2655, 4587, 1211, 318, 11933, 1829, 8592, 2423, 2245, 830, 9673, 8315, 35457, 9957, 34051, 9673, 43020, 9957, 5296, 11296, 316, 4032, 363, 6156, 2304, 43020, 5551, 32887, 5016, 5296, 316, 4724, 4587, 7578, 4032, 8717, 25957, 1211, 11296, 11778, 47283, 1211, 11778, 16373, 25720, 5551, 5172, 11242, 1211], "avg_logprob": -0.2062230621432436, "compression_ratio": 1.568, "no_speech_prob": 1.3113021850585938e-06, "words": [{"start": 1494.28, "end": 1494.62, "word": "ثم", "probability": 0.930419921875}, {"start": 1494.62, "end": 1494.78, "word": " في", "probability": 0.76416015625}, {"start": 1494.78, "end": 1495.1, "word": " عندي", "probability": 0.3778076171875}, {"start": 1495.1, "end": 1495.28, "word": " C", "probability": 0.6591796875}, {"start": 1495.28, "end": 1495.68, "word": " ثم", "probability": 0.911865234375}, {"start": 1495.68, "end": 1495.96, "word": " G", "probability": 0.53759765625}, {"start": 1495.96, "end": 1496.72, "word": " هناك", "probability": 0.80712890625}, {"start": 1496.72, "end": 1497.1, "word": " أعطاني", "probability": 0.844189453125}, {"start": 1497.1, "end": 1497.48, "word": " جدول", "probability": 0.9794921875}, {"start": 1497.48, "end": 1497.82, "word": " الـ", "probability": 0.2806396484375}, {"start": 1497.82, "end": 1498.32, "word": " heuristic", "probability": 0.7501627604166666}, {"start": 1498.32, "end": 1499.46, "word": " data", "probability": 0.93115234375}, {"start": 1499.46, "end": 1500.02, "word": " أو", "probability": 0.8359375}, {"start": 1500.02, "end": 1500.34, "word": " ال", "probability": 0.921875}, {"start": 1500.34, "end": 1500.64, "word": " state", "probability": 0.3486328125}, {"start": 1500.64, "end": 1501.18, "word": " space", "probability": 0.822265625}, {"start": 1501.18, "end": 1501.72, "word": " graph", "probability": 0.9482421875}, {"start": 1501.72, "end": 1503.26, "word": " تمام", "probability": 0.80126953125}, {"start": 1503.26, "end": 1503.88, "word": " نبدأ", "probability": 0.8821614583333334}, {"start": 1503.88, "end": 1504.36, "word": " نشتغل", "probability": 0.99482421875}, {"start": 1504.36, "end": 1504.74, "word": " من", "probability": 0.99853515625}, {"start": 1504.74, "end": 1505.32, "word": " خلالها", "probability": 0.9949951171875}, {"start": 1505.32, "end": 1506.26, "word": " الواضح", "probability": 0.9495849609375}, {"start": 1506.26, "end": 1506.62, "word": " تماما", "probability": 0.9915364583333334}, {"start": 1506.62, "end": 1506.76, "word": " أنه", "probability": 0.4407958984375}, {"start": 1506.76, "end": 1506.92, "word": " بدي", "probability": 0.6358642578125}, {"start": 1506.92, "end": 1507.14, "word": " أبدأ", "probability": 0.9054361979166666}, {"start": 1507.14, "end": 1507.26, "word": " من", "probability": 0.9853515625}, {"start": 1507.26, "end": 1507.76, "word": " start", "probability": 0.72216796875}, {"start": 1507.76, "end": 1510.96, "word": " S", "probability": 0.79052734375}, {"start": 1510.96, "end": 1511.96, "word": " عشان", "probability": 0.98193359375}, {"start": 1511.96, "end": 1512.46, "word": " أنتقل", "probability": 0.89990234375}, {"start": 1512.46, "end": 1512.96, "word": " S", "probability": 0.82177734375}, {"start": 1512.96, "end": 1513.38, "word": " إيش", "probability": 0.7823079427083334}, {"start": 1513.38, "end": 1513.62, "word": " ال", "probability": 0.92724609375}, {"start": 1513.62, "end": 1514.14, "word": " successors", "probability": 0.89404296875}, {"start": 1514.14, "end": 1514.68, "word": " المناسبين", "probability": 0.9892578125}, {"start": 1514.68, "end": 1514.84, "word": " أو", "probability": 0.9453125}, {"start": 1514.84, "end": 1515.9, "word": " الممكنين", "probability": 0.9534505208333334}, {"start": 1515.9, "end": 1516.66, "word": " لها", "probability": 0.7313232421875}, {"start": 1516.66, "end": 1517.46, "word": " A", "probability": 0.9228515625}, {"start": 1517.46, "end": 1517.8, "word": " و", "probability": 0.9765625}, {"start": 1517.8, "end": 1518.02, "word": " B", "probability": 0.440185546875}, {"start": 1518.02, "end": 1519.22, "word": " فممكن", "probability": 0.9326171875}, {"start": 1519.22, "end": 1519.64, "word": " أروح", "probability": 0.9549153645833334}, {"start": 1519.64, "end": 1520.3, "word": " ل", "probability": 0.92333984375}, {"start": 1520.3, "end": 1520.64, "word": " A", "probability": 0.802734375}, {"start": 1520.64, "end": 1521.28, "word": " بقى", "probability": 0.5152994791666666}, {"start": 1521.28, "end": 1521.34, "word": " و", "probability": 0.56884765625}, {"start": 1521.34, "end": 1521.68, "word": " نعملها", "probability": 0.861328125}, {"start": 1521.68, "end": 1521.98, "word": " داخل", "probability": 0.9723307291666666}, {"start": 1521.98, "end": 1522.3, "word": " دائرة", "probability": 0.94189453125}, {"start": 1522.3, "end": 1522.8, "word": " أفضل", "probability": 0.94677734375}], "temperature": 1.0}, {"id": 60, "seek": 155352, "start": 1525.94, "end": 1553.52, "text": "أو B طيب جدش فعليًا هتكلفني حقيقي جي كجي هتكلفني فعليًا واحد و هناك هتكلفني أربعة طيب ال A star يعني بتتعاملش مع جي لحالها بتتعامل مع H كمان فإذا بدي أروح لل A جدش ال H تاعتها ستة فإذا ال plus ستة عشان يكون عندي total cost", "tokens": [10721, 2407, 363, 23032, 1829, 3555, 10874, 3215, 8592, 6156, 3615, 20292, 14111, 995, 8032, 2655, 28820, 5172, 22653, 11331, 38436, 38436, 10874, 1829, 9122, 7435, 1829, 8032, 2655, 28820, 5172, 22653, 6156, 3615, 20292, 14111, 995, 36764, 24401, 4032, 34105, 4117, 8032, 2655, 28820, 5172, 22653, 5551, 25513, 27884, 23032, 1829, 3555, 2423, 316, 3543, 37495, 22653, 39894, 2655, 3615, 10943, 1211, 8592, 20449, 10874, 1829, 5296, 5016, 6027, 11296, 39894, 2655, 3615, 10943, 1211, 20449, 389, 9122, 2304, 7649, 6156, 28814, 15730, 4724, 16254, 5551, 32887, 5016, 24976, 316, 10874, 3215, 8592, 2423, 389, 6055, 995, 34268, 11296, 8608, 2655, 3660, 6156, 28814, 15730, 2423, 1804, 8608, 2655, 3660, 6225, 8592, 7649, 7251, 30544, 18871, 16254, 3217, 2063], "avg_logprob": -0.16244835104824099, "compression_ratio": 1.7942583732057416, "no_speech_prob": 1.2040138244628906e-05, "words": [{"start": 1525.94, "end": 1526.34, "word": "أو", "probability": 0.736328125}, {"start": 1526.34, "end": 1527.18, "word": " B", "probability": 0.5498046875}, {"start": 1527.18, "end": 1529.12, "word": " طيب", "probability": 0.8531901041666666}, {"start": 1529.12, "end": 1529.74, "word": " جدش", "probability": 0.6668294270833334}, {"start": 1529.74, "end": 1530.18, "word": " فعليًا", "probability": 0.74638671875}, {"start": 1530.18, "end": 1531.02, "word": " هتكلفني", "probability": 0.9201171875}, {"start": 1531.02, "end": 1531.74, "word": " حقيقي", "probability": 0.9612630208333334}, {"start": 1531.74, "end": 1532.24, "word": " جي", "probability": 0.541259765625}, {"start": 1532.24, "end": 1533.72, "word": " كجي", "probability": 0.86572265625}, {"start": 1533.72, "end": 1535.12, "word": " هتكلفني", "probability": 0.92392578125}, {"start": 1535.12, "end": 1535.46, "word": " فعليًا", "probability": 0.93330078125}, {"start": 1535.46, "end": 1536.0, "word": " واحد", "probability": 0.822509765625}, {"start": 1536.0, "end": 1536.72, "word": " و", "probability": 0.74951171875}, {"start": 1536.72, "end": 1537.02, "word": " هناك", "probability": 0.939208984375}, {"start": 1537.02, "end": 1537.7, "word": " هتكلفني", "probability": 0.97333984375}, {"start": 1537.7, "end": 1538.96, "word": " أربعة", "probability": 0.8173828125}, {"start": 1538.96, "end": 1539.92, "word": " طيب", "probability": 0.89306640625}, {"start": 1539.92, "end": 1540.7, "word": " ال", "probability": 0.9658203125}, {"start": 1540.7, "end": 1540.86, "word": " A", "probability": 0.72021484375}, {"start": 1540.86, "end": 1541.08, "word": " star", "probability": 0.14306640625}, {"start": 1541.08, "end": 1541.22, "word": " يعني", "probability": 0.6326904296875}, {"start": 1541.22, "end": 1542.24, "word": " بتتعاملش", "probability": 0.8145345052083334}, {"start": 1542.24, "end": 1542.36, "word": " مع", "probability": 0.90478515625}, {"start": 1542.36, "end": 1542.54, "word": " جي", "probability": 0.931396484375}, {"start": 1542.54, "end": 1542.98, "word": " لحالها", "probability": 0.9886474609375}, {"start": 1542.98, "end": 1543.54, "word": " بتتعامل", "probability": 0.9326171875}, {"start": 1543.54, "end": 1543.66, "word": " مع", "probability": 0.99462890625}, {"start": 1543.66, "end": 1543.88, "word": " H", "probability": 0.62890625}, {"start": 1543.88, "end": 1544.26, "word": " كمان", "probability": 0.99462890625}, {"start": 1544.26, "end": 1544.78, "word": " فإذا", "probability": 0.89599609375}, {"start": 1544.78, "end": 1545.02, "word": " بدي", "probability": 0.884765625}, {"start": 1545.02, "end": 1545.24, "word": " أروح", "probability": 0.9283854166666666}, {"start": 1545.24, "end": 1545.44, "word": " لل", "probability": 0.88916015625}, {"start": 1545.44, "end": 1545.68, "word": " A", "probability": 0.9306640625}, {"start": 1545.68, "end": 1546.28, "word": " جدش", "probability": 0.9754231770833334}, {"start": 1546.28, "end": 1546.44, "word": " ال", "probability": 0.98095703125}, {"start": 1546.44, "end": 1546.74, "word": " H", "probability": 0.92724609375}, {"start": 1546.74, "end": 1547.42, "word": " تاعتها", "probability": 0.7978515625}, {"start": 1547.42, "end": 1548.72, "word": " ستة", "probability": 0.90380859375}, {"start": 1548.72, "end": 1549.3, "word": " فإذا", "probability": 0.9348958333333334}, {"start": 1549.3, "end": 1549.44, "word": " ال", "probability": 0.45654296875}, {"start": 1549.44, "end": 1549.82, "word": " plus", "probability": 0.927734375}, {"start": 1549.82, "end": 1551.02, "word": " ستة", "probability": 0.9386393229166666}, {"start": 1551.02, "end": 1551.46, "word": " عشان", "probability": 0.986328125}, {"start": 1551.46, "end": 1551.68, "word": " يكون", "probability": 0.9658203125}, {"start": 1551.68, "end": 1551.98, "word": " عندي", "probability": 0.87060546875}, {"start": 1551.98, "end": 1552.84, "word": " total", "probability": 0.84326171875}, {"start": 1552.84, "end": 1553.52, "word": " cost", "probability": 0.92822265625}], "temperature": 1.0}, {"id": 61, "seek": 158013, "start": 1554.89, "end": 1580.13, "text": "سبعة .. سبعة .. طيب ال B .. ال B اتنين فإذا ال total خلاص بتهيألي بيّنت من الأفضل بين من كلاهما لازم أروح ل B فإذا ال automatic بدي أتحرك أجانب B تمام من B بدنا نعمل الآن مجموعة ال successors ل B هاي B مافيش الا C", "tokens": [35457, 27884, 4386, 8608, 3555, 27884, 4386, 23032, 1829, 3555, 2423, 363, 4386, 2423, 363, 1975, 2655, 1863, 9957, 6156, 28814, 15730, 2423, 3217, 16490, 1211, 33546, 39894, 3224, 1829, 10721, 20292, 4724, 1829, 11703, 29399, 9154, 16247, 5172, 11242, 1211, 49374, 9154, 9122, 15040, 3224, 15042, 5296, 31377, 2304, 5551, 32887, 5016, 5296, 363, 6156, 28814, 15730, 2423, 12509, 4724, 16254, 5551, 2655, 5016, 31747, 5551, 7435, 7649, 3555, 363, 46811, 10943, 9154, 363, 47525, 8315, 8717, 25957, 1211, 6024, 48506, 3714, 7435, 2304, 2407, 27884, 2423, 2245, 830, 5296, 363, 8032, 47302, 363, 19446, 41185, 8592, 42963, 383], "avg_logprob": -0.2543316914303468, "compression_ratio": 1.6113744075829384, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 1554.89, "end": 1555.41, "word": "سبعة", "probability": 0.604736328125}, {"start": 1555.41, "end": 1555.89, "word": " ..", "probability": 0.54833984375}, {"start": 1555.89, "end": 1556.57, "word": " سبعة", "probability": 0.82275390625}, {"start": 1556.57, "end": 1556.91, "word": " ..", "probability": 0.677734375}, {"start": 1556.91, "end": 1557.17, "word": " طيب", "probability": 0.9197591145833334}, {"start": 1557.17, "end": 1558.21, "word": " ال", "probability": 0.888671875}, {"start": 1558.21, "end": 1558.37, "word": " B", "probability": 0.705078125}, {"start": 1558.37, "end": 1558.75, "word": " ..", "probability": 0.857421875}, {"start": 1558.75, "end": 1559.09, "word": " ال", "probability": 0.9384765625}, {"start": 1559.09, "end": 1559.19, "word": " B", "probability": 0.9853515625}, {"start": 1559.19, "end": 1559.61, "word": " اتنين", "probability": 0.8629150390625}, {"start": 1559.61, "end": 1562.01, "word": " فإذا", "probability": 0.7156575520833334}, {"start": 1562.01, "end": 1562.19, "word": " ال", "probability": 0.477783203125}, {"start": 1562.19, "end": 1562.51, "word": " total", "probability": 0.8583984375}, {"start": 1562.51, "end": 1564.09, "word": " خلاص", "probability": 0.93212890625}, {"start": 1564.09, "end": 1564.59, "word": " بتهيألي", "probability": 0.71318359375}, {"start": 1564.59, "end": 1565.89, "word": " بيّنت", "probability": 0.60546875}, {"start": 1565.89, "end": 1566.07, "word": " من", "probability": 0.9345703125}, {"start": 1566.07, "end": 1566.55, "word": " الأفضل", "probability": 0.960693359375}, {"start": 1566.55, "end": 1566.75, "word": " بين", "probability": 0.86083984375}, {"start": 1566.75, "end": 1566.95, "word": " من", "probability": 0.87939453125}, {"start": 1566.95, "end": 1567.45, "word": " كلاهما", "probability": 0.739013671875}, {"start": 1567.45, "end": 1567.81, "word": " لازم", "probability": 0.94580078125}, {"start": 1567.81, "end": 1568.01, "word": " أروح", "probability": 0.9261067708333334}, {"start": 1568.01, "end": 1568.09, "word": " ل", "probability": 0.9443359375}, {"start": 1568.09, "end": 1568.23, "word": " B", "probability": 0.77001953125}, {"start": 1568.23, "end": 1569.13, "word": " فإذا", "probability": 0.9378255208333334}, {"start": 1569.13, "end": 1569.23, "word": " ال", "probability": 0.09381103515625}, {"start": 1569.23, "end": 1569.53, "word": " automatic", "probability": 0.86669921875}, {"start": 1569.53, "end": 1569.77, "word": " بدي", "probability": 0.762451171875}, {"start": 1569.77, "end": 1570.37, "word": " أتحرك", "probability": 0.94580078125}, {"start": 1570.37, "end": 1571.19, "word": " أجانب", "probability": 0.77703857421875}, {"start": 1571.19, "end": 1571.37, "word": " B", "probability": 0.748046875}, {"start": 1571.37, "end": 1573.01, "word": " تمام", "probability": 0.83984375}, {"start": 1573.01, "end": 1573.67, "word": " من", "probability": 0.88525390625}, {"start": 1573.67, "end": 1573.95, "word": " B", "probability": 0.9638671875}, {"start": 1573.95, "end": 1574.53, "word": " بدنا", "probability": 0.9326171875}, {"start": 1574.53, "end": 1574.85, "word": " نعمل", "probability": 0.99609375}, {"start": 1574.85, "end": 1575.13, "word": " الآن", "probability": 0.7081298828125}, {"start": 1575.13, "end": 1575.57, "word": " مجموعة", "probability": 0.9140625}, {"start": 1575.57, "end": 1575.73, "word": " ال", "probability": 0.8583984375}, {"start": 1575.73, "end": 1576.43, "word": " successors", "probability": 0.87890625}, {"start": 1576.43, "end": 1576.77, "word": " ل", "probability": 0.9716796875}, {"start": 1576.77, "end": 1577.01, "word": " B", "probability": 0.9384765625}, {"start": 1577.01, "end": 1577.73, "word": " هاي", "probability": 0.56536865234375}, {"start": 1577.73, "end": 1577.99, "word": " B", "probability": 0.8134765625}, {"start": 1577.99, "end": 1579.79, "word": " مافيش", "probability": 0.85400390625}, {"start": 1579.79, "end": 1579.91, "word": " الا", "probability": 0.383056640625}, {"start": 1579.91, "end": 1580.13, "word": " C", "probability": 0.9033203125}], "temperature": 1.0}, {"id": 62, "seek": 160654, "start": 1581.02, "end": 1606.54, "text": "حسب ال directional graph تبعنا هذا في directional graph فإذا مضطرين نروح لمين لل C طيب C انتقلنا من B ل C قيمته 2 زائد ال heuristic ل C 1 طبعا ده ناخد بالنا أنه الآن زائد 1 ناخد بالنا من شغلة مهمة من كتير مهمة لازم", "tokens": [5016, 35457, 2423, 42242, 4295, 6055, 3555, 3615, 8315, 23758, 8978, 42242, 4295, 6156, 28814, 15730, 3714, 11242, 9566, 2288, 9957, 8717, 32887, 5016, 32767, 9957, 24976, 383, 23032, 1829, 3555, 383, 16472, 2655, 4587, 1211, 8315, 9154, 363, 5296, 383, 12174, 32640, 47395, 568, 30767, 16373, 3215, 2423, 415, 374, 3142, 5296, 383, 502, 23032, 3555, 3615, 995, 11778, 3224, 8717, 47283, 3215, 20666, 8315, 14739, 3224, 6024, 48506, 30767, 16373, 3215, 502, 8717, 47283, 3215, 20666, 8315, 9154, 13412, 17082, 37977, 3714, 16095, 3660, 9154, 9122, 2655, 13546, 3714, 16095, 3660, 5296, 31377, 2304], "avg_logprob": -0.17767396415631795, "compression_ratio": 1.6323529411764706, "no_speech_prob": 4.351139068603516e-06, "words": [{"start": 1581.02, "end": 1581.36, "word": "حسب", "probability": 0.94970703125}, {"start": 1581.36, "end": 1581.48, "word": " ال", "probability": 0.91357421875}, {"start": 1581.48, "end": 1581.88, "word": " directional", "probability": 0.055572509765625}, {"start": 1581.88, "end": 1582.72, "word": " graph", "probability": 0.94384765625}, {"start": 1582.72, "end": 1583.14, "word": " تبعنا", "probability": 0.826171875}, {"start": 1583.14, "end": 1583.44, "word": " هذا", "probability": 0.88427734375}, {"start": 1583.44, "end": 1584.14, "word": " في", "probability": 0.630859375}, {"start": 1584.14, "end": 1584.54, "word": " directional", "probability": 0.73828125}, {"start": 1584.54, "end": 1585.06, "word": " graph", "probability": 0.9482421875}, {"start": 1585.06, "end": 1585.82, "word": " فإذا", "probability": 0.80810546875}, {"start": 1585.82, "end": 1587.1, "word": " مضطرين", "probability": 0.9271484375}, {"start": 1587.1, "end": 1587.38, "word": " نروح", "probability": 0.9117838541666666}, {"start": 1587.38, "end": 1587.74, "word": " لمين", "probability": 0.887451171875}, {"start": 1587.74, "end": 1588.12, "word": " لل", "probability": 0.454833984375}, {"start": 1588.12, "end": 1588.36, "word": " C", "probability": 0.6357421875}, {"start": 1588.36, "end": 1589.66, "word": " طيب", "probability": 0.8572591145833334}, {"start": 1589.66, "end": 1590.42, "word": " C", "probability": 0.85595703125}, {"start": 1590.42, "end": 1591.42, "word": " انتقلنا", "probability": 0.963671875}, {"start": 1591.42, "end": 1591.6, "word": " من", "probability": 0.99462890625}, {"start": 1591.6, "end": 1591.8, "word": " B", "probability": 0.67138671875}, {"start": 1591.8, "end": 1591.94, "word": " ل", "probability": 0.9052734375}, {"start": 1591.94, "end": 1592.26, "word": " C", "probability": 0.90380859375}, {"start": 1592.26, "end": 1593.7, "word": " قيمته", "probability": 0.9825846354166666}, {"start": 1593.7, "end": 1594.08, "word": " 2", "probability": 0.82275390625}, {"start": 1594.08, "end": 1595.06, "word": " زائد", "probability": 0.794921875}, {"start": 1595.06, "end": 1595.16, "word": " ال", "probability": 0.6669921875}, {"start": 1595.16, "end": 1595.64, "word": " heuristic", "probability": 0.8538411458333334}, {"start": 1595.64, "end": 1595.88, "word": " ل", "probability": 0.94970703125}, {"start": 1595.88, "end": 1596.16, "word": " C", "probability": 0.939453125}, {"start": 1596.16, "end": 1596.96, "word": " 1", "probability": 0.5126953125}, {"start": 1596.96, "end": 1598.24, "word": " طبعا", "probability": 0.974365234375}, {"start": 1598.24, "end": 1598.36, "word": " ده", "probability": 0.6470947265625}, {"start": 1598.36, "end": 1598.64, "word": " ناخد", "probability": 0.9532877604166666}, {"start": 1598.64, "end": 1598.88, "word": " بالنا", "probability": 0.9453125}, {"start": 1598.88, "end": 1599.1, "word": " أنه", "probability": 0.6689453125}, {"start": 1599.1, "end": 1599.46, "word": " الآن", "probability": 0.907958984375}, {"start": 1599.46, "end": 1601.62, "word": " زائد", "probability": 0.9345703125}, {"start": 1601.62, "end": 1602.1, "word": " 1", "probability": 0.7314453125}, {"start": 1602.1, "end": 1603.06, "word": " ناخد", "probability": 0.9632161458333334}, {"start": 1603.06, "end": 1603.26, "word": " بالنا", "probability": 0.93798828125}, {"start": 1603.26, "end": 1603.38, "word": " من", "probability": 0.9833984375}, {"start": 1603.38, "end": 1603.66, "word": " شغلة", "probability": 0.8515625}, {"start": 1603.66, "end": 1604.42, "word": " مهمة", "probability": 0.9944661458333334}, {"start": 1604.42, "end": 1604.98, "word": " من", "probability": 0.77783203125}, {"start": 1604.98, "end": 1605.42, "word": " كتير", "probability": 0.8776041666666666}, {"start": 1605.42, "end": 1605.96, "word": " مهمة", "probability": 0.9959309895833334}, {"start": 1605.96, "end": 1606.54, "word": " لازم", "probability": 0.9879557291666666}], "temperature": 1.0}, {"id": 63, "seek": 163674, "start": 1607.6, "end": 1636.74, "text": "نركز فيها اتنين هذه هي الانتقال من C بين C و B مش من ال start و احنا قولنا G هي تساوي from start to in او ال node اللي انا موجود عندها انا موجود عند C انا فعليا الان حطيت اتنين اتنين فعليا هي انتقال B ل C و ليست start", "tokens": [1863, 31747, 11622, 8978, 11296, 1975, 2655, 1863, 9957, 29538, 39896, 2423, 7649, 2655, 4587, 6027, 9154, 383, 49374, 383, 4032, 363, 37893, 9154, 2423, 722, 4032, 1975, 5016, 8315, 12174, 12610, 8315, 460, 39896, 6055, 3794, 995, 45865, 490, 722, 281, 294, 1975, 2407, 2423, 9984, 13672, 1829, 1975, 8315, 3714, 29245, 23328, 43242, 11296, 1975, 8315, 3714, 29245, 23328, 43242, 383, 1975, 8315, 6156, 3615, 20292, 995, 2423, 7649, 11331, 9566, 36081, 1975, 2655, 1863, 9957, 1975, 2655, 1863, 9957, 6156, 3615, 20292, 995, 39896, 16472, 2655, 4587, 6027, 363, 5296, 383, 4032, 32239, 14851, 722], "avg_logprob": -0.18166035172915218, "compression_ratio": 1.8368421052631578, "no_speech_prob": 4.291534423828125e-06, "words": [{"start": 1607.6, "end": 1608.14, "word": "نركز", "probability": 0.7430013020833334}, {"start": 1608.14, "end": 1608.46, "word": " فيها", "probability": 0.974853515625}, {"start": 1608.46, "end": 1609.28, "word": " اتنين", "probability": 0.78167724609375}, {"start": 1609.28, "end": 1609.96, "word": " هذه", "probability": 0.3203125}, {"start": 1609.96, "end": 1610.36, "word": " هي", "probability": 0.79443359375}, {"start": 1610.36, "end": 1610.88, "word": " الانتقال", "probability": 0.93388671875}, {"start": 1610.88, "end": 1611.06, "word": " من", "probability": 0.9765625}, {"start": 1611.06, "end": 1611.5, "word": " C", "probability": 0.70263671875}, {"start": 1611.5, "end": 1611.86, "word": " بين", "probability": 0.9462890625}, {"start": 1611.86, "end": 1612.2, "word": " C", "probability": 0.9091796875}, {"start": 1612.2, "end": 1612.4, "word": " و", "probability": 0.77978515625}, {"start": 1612.4, "end": 1612.62, "word": " B", "probability": 0.469970703125}, {"start": 1612.62, "end": 1614.3, "word": " مش", "probability": 0.67431640625}, {"start": 1614.3, "end": 1614.5, "word": " من", "probability": 0.9794921875}, {"start": 1614.5, "end": 1614.66, "word": " ال", "probability": 0.85546875}, {"start": 1614.66, "end": 1615.14, "word": " start", "probability": 0.923828125}, {"start": 1615.14, "end": 1616.52, "word": " و", "probability": 0.6962890625}, {"start": 1616.52, "end": 1616.66, "word": " احنا", "probability": 0.8694661458333334}, {"start": 1616.66, "end": 1617.16, "word": " قولنا", "probability": 0.8518880208333334}, {"start": 1617.16, "end": 1618.02, "word": " G", "probability": 0.51953125}, {"start": 1618.02, "end": 1619.38, "word": " هي", "probability": 0.8193359375}, {"start": 1619.38, "end": 1620.04, "word": " تساوي", "probability": 0.96923828125}, {"start": 1620.04, "end": 1620.72, "word": " from", "probability": 0.87158203125}, {"start": 1620.72, "end": 1621.66, "word": " start", "probability": 0.947265625}, {"start": 1621.66, "end": 1623.46, "word": " to", "probability": 0.88232421875}, {"start": 1623.46, "end": 1624.76, "word": " in", "probability": 0.12091064453125}, {"start": 1624.76, "end": 1626.1, "word": " او", "probability": 0.870361328125}, {"start": 1626.1, "end": 1626.82, "word": " ال", "probability": 0.65673828125}, {"start": 1626.82, "end": 1627.02, "word": " node", "probability": 0.93212890625}, {"start": 1627.02, "end": 1627.16, "word": " اللي", "probability": 0.943359375}, {"start": 1627.16, "end": 1627.3, "word": " انا", "probability": 0.7059326171875}, {"start": 1627.3, "end": 1627.58, "word": " موجود", "probability": 0.97607421875}, {"start": 1627.58, "end": 1627.94, "word": " عندها", "probability": 0.995361328125}, {"start": 1627.94, "end": 1628.3, "word": " انا", "probability": 0.872802734375}, {"start": 1628.3, "end": 1628.52, "word": " موجود", "probability": 0.98681640625}, {"start": 1628.52, "end": 1628.7, "word": " عند", "probability": 0.98583984375}, {"start": 1628.7, "end": 1628.94, "word": " C", "probability": 0.91943359375}, {"start": 1628.94, "end": 1630.26, "word": " انا", "probability": 0.95654296875}, {"start": 1630.26, "end": 1630.62, "word": " فعليا", "probability": 0.90087890625}, {"start": 1630.62, "end": 1630.82, "word": " الان", "probability": 0.62042236328125}, {"start": 1630.82, "end": 1631.26, "word": " حطيت", "probability": 0.9241536458333334}, {"start": 1631.26, "end": 1631.92, "word": " اتنين", "probability": 0.9898681640625}, {"start": 1631.92, "end": 1632.46, "word": " اتنين", "probability": 0.9171142578125}, {"start": 1632.46, "end": 1632.84, "word": " فعليا", "probability": 0.9404296875}, {"start": 1632.84, "end": 1632.98, "word": " هي", "probability": 0.71826171875}, {"start": 1632.98, "end": 1633.66, "word": " انتقال", "probability": 0.9942626953125}, {"start": 1633.66, "end": 1634.44, "word": " B", "probability": 0.7216796875}, {"start": 1634.44, "end": 1634.64, "word": " ل", "probability": 0.94482421875}, {"start": 1634.64, "end": 1634.92, "word": " C", "probability": 0.720703125}, {"start": 1634.92, "end": 1635.18, "word": " و", "probability": 0.99072265625}, {"start": 1635.18, "end": 1635.76, "word": " ليست", "probability": 0.894775390625}, {"start": 1635.76, "end": 1636.74, "word": " start", "probability": 0.90283203125}], "temperature": 1.0}, {"id": 64, "seek": 166128, "start": 1638.26, "end": 1661.28, "text": "لـ C ف start ل C معناته بده أقول أربعة زائد اتنين مش هيك صار إيش ستة أصبح total ستة ناخد بالنا من هذا النقطة أنا باخدش الرقم هذا وبسكت لأ من ال start لل C through B فهتكون بهذا الشكل", "tokens": [1211, 39184, 383, 6156, 722, 5296, 383, 20449, 8315, 47395, 47525, 3224, 5551, 39648, 5551, 25513, 27884, 30767, 16373, 3215, 1975, 2655, 1863, 9957, 37893, 39896, 4117, 20328, 9640, 11933, 1829, 8592, 8608, 2655, 3660, 5551, 9381, 49628, 3217, 8608, 2655, 3660, 8717, 47283, 3215, 20666, 8315, 9154, 23758, 28239, 47432, 3660, 41850, 4724, 47283, 3215, 8592, 34892, 4587, 2304, 23758, 46599, 3794, 4117, 2655, 5296, 10721, 9154, 2423, 722, 24976, 383, 807, 363, 6156, 3224, 2655, 30544, 39627, 15730, 25124, 28820], "avg_logprob": -0.24548192914709988, "compression_ratio": 1.5851063829787233, "no_speech_prob": 1.3649463653564453e-05, "words": [{"start": 1638.26, "end": 1638.62, "word": "لـ", "probability": 0.3045654296875}, {"start": 1638.62, "end": 1638.8, "word": " C", "probability": 0.5458984375}, {"start": 1638.8, "end": 1640.0, "word": " ف", "probability": 0.8740234375}, {"start": 1640.0, "end": 1640.32, "word": " start", "probability": 0.6728515625}, {"start": 1640.32, "end": 1640.42, "word": " ل", "probability": 0.81787109375}, {"start": 1640.42, "end": 1640.58, "word": " C", "probability": 0.80517578125}, {"start": 1640.58, "end": 1640.86, "word": " معناته", "probability": 0.5775553385416666}, {"start": 1640.86, "end": 1641.08, "word": " بده", "probability": 0.54302978515625}, {"start": 1641.08, "end": 1641.22, "word": " أقول", "probability": 0.774169921875}, {"start": 1641.22, "end": 1641.96, "word": " أربعة", "probability": 0.8199869791666666}, {"start": 1641.96, "end": 1643.8, "word": " زائد", "probability": 0.9163411458333334}, {"start": 1643.8, "end": 1644.44, "word": " اتنين", "probability": 0.944580078125}, {"start": 1644.44, "end": 1645.42, "word": " مش", "probability": 0.8544921875}, {"start": 1645.42, "end": 1645.78, "word": " هيك", "probability": 0.97119140625}, {"start": 1645.78, "end": 1646.36, "word": " صار", "probability": 0.85400390625}, {"start": 1646.36, "end": 1646.72, "word": " إيش", "probability": 0.7364908854166666}, {"start": 1646.72, "end": 1648.18, "word": " ستة", "probability": 0.83154296875}, {"start": 1648.18, "end": 1648.98, "word": " أصبح", "probability": 0.857421875}, {"start": 1648.98, "end": 1649.46, "word": " total", "probability": 0.5361328125}, {"start": 1649.46, "end": 1650.46, "word": " ستة", "probability": 0.9534505208333334}, {"start": 1650.46, "end": 1651.46, "word": " ناخد", "probability": 0.76171875}, {"start": 1651.46, "end": 1651.78, "word": " بالنا", "probability": 0.8974609375}, {"start": 1651.78, "end": 1651.9, "word": " من", "probability": 0.9892578125}, {"start": 1651.9, "end": 1652.12, "word": " هذا", "probability": 0.3974609375}, {"start": 1652.12, "end": 1653.1, "word": " النقطة", "probability": 0.974609375}, {"start": 1653.1, "end": 1653.54, "word": " أنا", "probability": 0.8662109375}, {"start": 1653.54, "end": 1653.86, "word": " باخدش", "probability": 0.8697509765625}, {"start": 1653.86, "end": 1654.16, "word": " الرقم", "probability": 0.982421875}, {"start": 1654.16, "end": 1654.32, "word": " هذا", "probability": 0.81884765625}, {"start": 1654.32, "end": 1655.1, "word": " وبسكت", "probability": 0.77935791015625}, {"start": 1655.1, "end": 1655.64, "word": " لأ", "probability": 0.839599609375}, {"start": 1655.64, "end": 1656.02, "word": " من", "probability": 0.93115234375}, {"start": 1656.02, "end": 1656.18, "word": " ال", "probability": 0.8935546875}, {"start": 1656.18, "end": 1656.76, "word": " start", "probability": 0.96337890625}, {"start": 1656.76, "end": 1657.32, "word": " لل", "probability": 0.352294921875}, {"start": 1657.32, "end": 1657.66, "word": " C", "probability": 0.91845703125}, {"start": 1657.66, "end": 1658.32, "word": " through", "probability": 0.80859375}, {"start": 1658.32, "end": 1659.14, "word": " B", "probability": 0.89794921875}, {"start": 1659.14, "end": 1660.6, "word": " فهتكون", "probability": 0.84307861328125}, {"start": 1660.6, "end": 1660.9, "word": " بهذا", "probability": 0.979248046875}, {"start": 1660.9, "end": 1661.28, "word": " الشكل", "probability": 0.993896484375}], "temperature": 1.0}, {"id": 65, "seek": 168818, "start": 1662.62, "end": 1688.18, "text": "أربعة زائد اتنين أربعة زائد اتنين فصارت ستة صار عند هنا مجموع سبعة و هنا سبعة لنا الحرية يا نكمل هنا يا ننتقل هنا و نعمل successors لل A زي ما بدنا ممكن نشتغل هيك او نشتغل هيك خليني نكمل هنا مع ال C ال successor اللي ممكن اقيله هي ال G بس", "tokens": [10721, 25513, 27884, 30767, 16373, 3215, 1975, 2655, 1863, 9957, 5551, 25513, 27884, 30767, 16373, 3215, 1975, 2655, 1863, 9957, 6156, 9381, 9640, 2655, 8608, 2655, 3660, 20328, 9640, 43242, 34105, 3714, 7435, 2304, 45367, 8608, 3555, 27884, 4032, 34105, 8608, 3555, 27884, 5296, 8315, 21542, 2288, 10632, 35186, 8717, 24793, 1211, 34105, 35186, 8717, 29399, 4587, 1211, 34105, 4032, 8717, 25957, 1211, 2245, 830, 24976, 316, 30767, 1829, 19446, 47525, 8315, 3714, 43020, 8717, 8592, 2655, 17082, 1211, 39896, 4117, 1975, 2407, 8717, 8592, 2655, 17082, 1211, 39896, 4117, 16490, 1211, 9957, 1829, 8717, 24793, 1211, 34105, 20449, 2423, 383, 2423, 2245, 284, 13672, 1829, 3714, 43020, 1975, 4587, 26895, 3224, 39896, 2423, 460, 4724, 3794], "avg_logprob": -0.17902542044550684, "compression_ratio": 1.99009900990099, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 1662.62, "end": 1663.2, "word": "أربعة", "probability": 0.6766357421875}, {"start": 1663.2, "end": 1663.64, "word": " زائد", "probability": 0.89501953125}, {"start": 1663.64, "end": 1664.06, "word": " اتنين", "probability": 0.9515380859375}, {"start": 1664.06, "end": 1665.36, "word": " أربعة", "probability": 0.7451985677083334}, {"start": 1665.36, "end": 1665.56, "word": " زائد", "probability": 0.9217122395833334}, {"start": 1665.56, "end": 1665.68, "word": " اتنين", "probability": 0.9754638671875}, {"start": 1665.68, "end": 1666.12, "word": " فصارت", "probability": 0.860107421875}, {"start": 1666.12, "end": 1666.46, "word": " ستة", "probability": 0.9768880208333334}, {"start": 1666.46, "end": 1666.86, "word": " صار", "probability": 0.87744140625}, {"start": 1666.86, "end": 1666.98, "word": " عند", "probability": 0.92919921875}, {"start": 1666.98, "end": 1667.14, "word": " هنا", "probability": 0.54345703125}, {"start": 1667.14, "end": 1667.66, "word": " مجموع", "probability": 0.9677734375}, {"start": 1667.66, "end": 1668.64, "word": " سبعة", "probability": 0.9471028645833334}, {"start": 1668.64, "end": 1669.76, "word": " و", "probability": 0.398193359375}, {"start": 1669.76, "end": 1669.94, "word": " هنا", "probability": 0.91259765625}, {"start": 1669.94, "end": 1670.46, "word": " سبعة", "probability": 0.9695638020833334}, {"start": 1670.46, "end": 1672.74, "word": " لنا", "probability": 0.941650390625}, {"start": 1672.74, "end": 1673.3, "word": " الحرية", "probability": 0.9833984375}, {"start": 1673.3, "end": 1674.0, "word": " يا", "probability": 0.353759765625}, {"start": 1674.0, "end": 1674.42, "word": " نكمل", "probability": 0.974609375}, {"start": 1674.42, "end": 1674.66, "word": " هنا", "probability": 0.99658203125}, {"start": 1674.66, "end": 1675.04, "word": " يا", "probability": 0.861328125}, {"start": 1675.04, "end": 1675.46, "word": " ننتقل", "probability": 0.968994140625}, {"start": 1675.46, "end": 1675.62, "word": " هنا", "probability": 0.99560546875}, {"start": 1675.62, "end": 1675.72, "word": " و", "probability": 0.9716796875}, {"start": 1675.72, "end": 1676.04, "word": " نعمل", "probability": 0.9866536458333334}, {"start": 1676.04, "end": 1676.74, "word": " successors", "probability": 0.884521484375}, {"start": 1676.74, "end": 1677.22, "word": " لل", "probability": 0.623046875}, {"start": 1677.22, "end": 1677.46, "word": " A", "probability": 0.254150390625}, {"start": 1677.46, "end": 1679.1, "word": " زي", "probability": 0.89697265625}, {"start": 1679.1, "end": 1679.16, "word": " ما", "probability": 0.96728515625}, {"start": 1679.16, "end": 1679.48, "word": " بدنا", "probability": 0.90185546875}, {"start": 1679.48, "end": 1680.26, "word": " ممكن", "probability": 0.852294921875}, {"start": 1680.26, "end": 1680.6, "word": " نشتغل", "probability": 0.9626953125}, {"start": 1680.6, "end": 1680.8, "word": " هيك", "probability": 0.846923828125}, {"start": 1680.8, "end": 1680.88, "word": " او", "probability": 0.7156982421875}, {"start": 1680.88, "end": 1681.22, "word": " نشتغل", "probability": 0.99189453125}, {"start": 1681.22, "end": 1681.6, "word": " هيك", "probability": 0.941162109375}, {"start": 1681.6, "end": 1682.06, "word": " خليني", "probability": 0.80322265625}, {"start": 1682.06, "end": 1682.46, "word": " نكمل", "probability": 0.80419921875}, {"start": 1682.46, "end": 1683.06, "word": " هنا", "probability": 0.984375}, {"start": 1683.06, "end": 1683.68, "word": " مع", "probability": 0.9697265625}, {"start": 1683.68, "end": 1683.88, "word": " ال", "probability": 0.9580078125}, {"start": 1683.88, "end": 1684.06, "word": " C", "probability": 0.83251953125}, {"start": 1684.06, "end": 1685.14, "word": " ال", "probability": 0.8037109375}, {"start": 1685.14, "end": 1685.62, "word": " successor", "probability": 0.499755859375}, {"start": 1685.62, "end": 1686.56, "word": " اللي", "probability": 0.8505859375}, {"start": 1686.56, "end": 1687.12, "word": " ممكن", "probability": 0.954345703125}, {"start": 1687.12, "end": 1687.4, "word": " اقيله", "probability": 0.598968505859375}, {"start": 1687.4, "end": 1687.54, "word": " هي", "probability": 0.55810546875}, {"start": 1687.54, "end": 1687.7, "word": " ال", "probability": 0.73095703125}, {"start": 1687.7, "end": 1687.84, "word": " G", "probability": 0.875}, {"start": 1687.84, "end": 1688.18, "word": " بس", "probability": 0.9765625}], "temperature": 1.0}, {"id": 66, "seek": 171440, "start": 1689.56, "end": 1714.4, "text": "فهو ال goal خلاص انتقلنا ل G جداش عندي فعليا ال G تلاتة زائد اتنين زائد اربعة اللي هو جداش تسعة تسعة اكيد طبعا ال H ايش صفر انا وصلت", "tokens": [5172, 3224, 2407, 2423, 3387, 16490, 1211, 33546, 16472, 2655, 4587, 1211, 8315, 5296, 460, 10874, 3215, 33599, 18871, 16254, 6156, 3615, 20292, 995, 2423, 460, 6055, 1211, 9307, 3660, 30767, 16373, 3215, 1975, 2655, 1863, 9957, 30767, 16373, 3215, 1975, 25513, 27884, 13672, 1829, 31439, 10874, 3215, 33599, 6055, 3794, 27884, 6055, 3794, 27884, 1975, 4117, 25708, 23032, 3555, 3615, 995, 2423, 389, 1975, 1829, 8592, 20328, 5172, 2288, 1975, 8315, 4032, 36520, 2655], "avg_logprob": -0.1547080660729032, "compression_ratio": 1.5944055944055944, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1689.56, "end": 1689.96, "word": "فهو", "probability": 0.9697265625}, {"start": 1689.96, "end": 1690.06, "word": " ال", "probability": 0.93115234375}, {"start": 1690.06, "end": 1690.32, "word": " goal", "probability": 0.9716796875}, {"start": 1690.32, "end": 1690.98, "word": " خلاص", "probability": 0.9158528645833334}, {"start": 1690.98, "end": 1691.66, "word": " انتقلنا", "probability": 0.978125}, {"start": 1691.66, "end": 1692.4, "word": " ل", "probability": 0.9033203125}, {"start": 1692.4, "end": 1692.62, "word": " G", "probability": 0.61279296875}, {"start": 1692.62, "end": 1695.36, "word": " جداش", "probability": 0.6842447916666666}, {"start": 1695.36, "end": 1697.3, "word": " عندي", "probability": 0.6072998046875}, {"start": 1697.3, "end": 1697.72, "word": " فعليا", "probability": 0.8717041015625}, {"start": 1697.72, "end": 1697.86, "word": " ال", "probability": 0.6259765625}, {"start": 1697.86, "end": 1698.1, "word": " G", "probability": 0.94140625}, {"start": 1698.1, "end": 1699.62, "word": " تلاتة", "probability": 0.8726806640625}, {"start": 1699.62, "end": 1700.76, "word": " زائد", "probability": 0.8359375}, {"start": 1700.76, "end": 1701.4, "word": " اتنين", "probability": 0.949462890625}, {"start": 1701.4, "end": 1703.1, "word": " زائد", "probability": 0.9685872395833334}, {"start": 1703.1, "end": 1703.68, "word": " اربعة", "probability": 0.73583984375}, {"start": 1703.68, "end": 1704.92, "word": " اللي", "probability": 0.916015625}, {"start": 1704.92, "end": 1705.1, "word": " هو", "probability": 0.98583984375}, {"start": 1705.1, "end": 1705.58, "word": " جداش", "probability": 0.9677734375}, {"start": 1705.58, "end": 1706.12, "word": " تسعة", "probability": 0.9772135416666666}, {"start": 1706.12, "end": 1707.16, "word": " تسعة", "probability": 0.8009440104166666}, {"start": 1707.16, "end": 1709.08, "word": " اكيد", "probability": 0.9137369791666666}, {"start": 1709.08, "end": 1709.42, "word": " طبعا", "probability": 0.9622802734375}, {"start": 1709.42, "end": 1709.74, "word": " ال", "probability": 0.98876953125}, {"start": 1709.74, "end": 1711.16, "word": " H", "probability": 0.63232421875}, {"start": 1711.16, "end": 1711.66, "word": " ايش", "probability": 0.7323404947916666}, {"start": 1711.66, "end": 1713.62, "word": " صفر", "probability": 0.9334309895833334}, {"start": 1713.62, "end": 1713.98, "word": " انا", "probability": 0.749267578125}, {"start": 1713.98, "end": 1714.4, "word": " وصلت", "probability": 0.9772135416666666}], "temperature": 1.0}, {"id": 67, "seek": 173169, "start": 1715.39, "end": 1731.69, "text": "انا فعلا وصلت انا هنا خلصنا فهنا صارت ايش تسعة فهذه ال cost للانتقال عبر ال path S B C G كلفني تسعة طيب هنا بيقول ليا لأ انا عندي لسه سبعة", "tokens": [7649, 995, 6156, 3615, 15040, 4032, 36520, 2655, 1975, 8315, 34105, 16490, 1211, 9381, 8315, 6156, 3224, 8315, 20328, 9640, 2655, 1975, 1829, 8592, 6055, 3794, 27884, 6156, 3224, 24192, 2423, 2063, 24976, 7649, 2655, 4587, 6027, 6225, 26890, 2423, 3100, 318, 363, 383, 460, 28242, 5172, 22653, 6055, 3794, 27884, 23032, 1829, 3555, 34105, 4724, 1829, 39648, 5296, 25528, 5296, 10721, 1975, 8315, 18871, 16254, 5296, 3794, 3224, 8608, 3555, 27884], "avg_logprob": -0.16309931016948126, "compression_ratio": 1.4935897435897436, "no_speech_prob": 5.4836273193359375e-06, "words": [{"start": 1715.39, "end": 1715.65, "word": "انا", "probability": 0.7174072265625}, {"start": 1715.65, "end": 1715.81, "word": " فعلا", "probability": 0.8523763020833334}, {"start": 1715.81, "end": 1716.51, "word": " وصلت", "probability": 0.97314453125}, {"start": 1716.51, "end": 1716.87, "word": " انا", "probability": 0.6474609375}, {"start": 1716.87, "end": 1717.17, "word": " هنا", "probability": 0.98486328125}, {"start": 1717.17, "end": 1717.91, "word": " خلصنا", "probability": 0.922119140625}, {"start": 1717.91, "end": 1718.47, "word": " فهنا", "probability": 0.9366861979166666}, {"start": 1718.47, "end": 1718.87, "word": " صارت", "probability": 0.9837239583333334}, {"start": 1718.87, "end": 1719.27, "word": " ايش", "probability": 0.81982421875}, {"start": 1719.27, "end": 1720.11, "word": " تسعة", "probability": 0.85791015625}, {"start": 1720.11, "end": 1720.75, "word": " فهذه", "probability": 0.6284993489583334}, {"start": 1720.75, "end": 1721.01, "word": " ال", "probability": 0.9453125}, {"start": 1721.01, "end": 1721.41, "word": " cost", "probability": 0.90625}, {"start": 1721.41, "end": 1722.57, "word": " للانتقال", "probability": 0.946875}, {"start": 1722.57, "end": 1723.21, "word": " عبر", "probability": 0.964111328125}, {"start": 1723.21, "end": 1723.39, "word": " ال", "probability": 0.8828125}, {"start": 1723.39, "end": 1723.77, "word": " path", "probability": 0.96923828125}, {"start": 1723.77, "end": 1724.57, "word": " S", "probability": 0.7412109375}, {"start": 1724.57, "end": 1725.11, "word": " B", "probability": 0.443115234375}, {"start": 1725.11, "end": 1725.73, "word": " C", "probability": 0.99365234375}, {"start": 1725.73, "end": 1726.25, "word": " G", "probability": 0.74072265625}, {"start": 1726.25, "end": 1727.25, "word": " كلفني", "probability": 0.9168294270833334}, {"start": 1727.25, "end": 1727.75, "word": " تسعة", "probability": 0.9842122395833334}, {"start": 1727.75, "end": 1729.71, "word": " طيب", "probability": 0.94384765625}, {"start": 1729.71, "end": 1730.11, "word": " هنا", "probability": 0.91796875}, {"start": 1730.11, "end": 1730.43, "word": " بيقول", "probability": 0.986328125}, {"start": 1730.43, "end": 1730.59, "word": " ليا", "probability": 0.58294677734375}, {"start": 1730.59, "end": 1730.75, "word": " لأ", "probability": 0.981201171875}, {"start": 1730.75, "end": 1730.89, "word": " انا", "probability": 0.822021484375}, {"start": 1730.89, "end": 1731.11, "word": " عندي", "probability": 0.7265625}, {"start": 1731.11, "end": 1731.35, "word": " لسه", "probability": 0.9563802083333334}, {"start": 1731.35, "end": 1731.69, "word": " سبعة", "probability": 0.9708658854166666}], "temperature": 1.0}, {"id": 68, "seek": 175811, "start": 1732.57, "end": 1758.11, "text": "فللأمانة جديرة بالمحاولة أن نروح نعمل branching هنا بلكي إجا حل أفضل من التسعة يعني لو إجاني هنا تمانية أو سبعة و نص أو تسعة إلا 0.1 فهو أفضل فهو optimal صار عندى، كويس عشانك هنضطر نرجع على مين؟ لل A و نكمل مع ايه؟ A عشان أكمل معها عندى .. عندى يا B يا C", "tokens": [5172, 1211, 1211, 10721, 2304, 7649, 3660, 10874, 3215, 48923, 20666, 2304, 5016, 995, 12610, 3660, 14739, 8717, 32887, 5016, 8717, 25957, 1211, 9819, 278, 34105, 4724, 1211, 4117, 1829, 11933, 7435, 995, 11331, 1211, 5551, 5172, 11242, 1211, 9154, 16712, 3794, 27884, 37495, 22653, 45164, 11933, 7435, 7649, 1829, 34105, 46811, 7649, 10632, 34051, 8608, 3555, 27884, 4032, 8717, 9381, 34051, 6055, 3794, 27884, 11933, 15040, 1958, 13, 16, 6156, 3224, 2407, 5551, 5172, 11242, 1211, 6156, 3224, 2407, 16252, 20328, 9640, 43242, 7578, 12399, 9122, 45865, 3794, 6225, 8592, 7649, 4117, 8032, 1863, 11242, 9566, 2288, 8717, 47341, 3615, 15844, 3714, 9957, 22807, 24976, 316, 4032, 8717, 24793, 1211, 20449, 1975, 1829, 3224, 22807, 316, 6225, 8592, 7649, 5551, 24793, 1211, 20449, 11296, 43242, 7578, 4386, 43242, 7578, 35186, 363, 35186, 383], "avg_logprob": -0.20763888756434123, "compression_ratio": 1.6984126984126984, "no_speech_prob": 0.0, "words": [{"start": 1732.57, "end": 1733.33, "word": "فللأمانة", "probability": 0.8231026785714286}, {"start": 1733.33, "end": 1733.67, "word": " جديرة", "probability": 0.8015950520833334}, {"start": 1733.67, "end": 1734.35, "word": " بالمحاولة", "probability": 0.961181640625}, {"start": 1734.35, "end": 1734.49, "word": " أن", "probability": 0.51806640625}, {"start": 1734.49, "end": 1734.77, "word": " نروح", "probability": 0.7482096354166666}, {"start": 1734.77, "end": 1735.01, "word": " نعمل", "probability": 0.9921875}, {"start": 1735.01, "end": 1735.51, "word": " branching", "probability": 0.7362060546875}, {"start": 1735.51, "end": 1735.71, "word": " هنا", "probability": 0.9599609375}, {"start": 1735.71, "end": 1736.51, "word": " بلكي", "probability": 0.68902587890625}, {"start": 1736.51, "end": 1736.85, "word": " إجا", "probability": 0.572509765625}, {"start": 1736.85, "end": 1737.45, "word": " حل", "probability": 0.97998046875}, {"start": 1737.45, "end": 1738.81, "word": " أفضل", "probability": 0.9827880859375}, {"start": 1738.81, "end": 1739.03, "word": " من", "probability": 0.9892578125}, {"start": 1739.03, "end": 1739.51, "word": " التسعة", "probability": 0.9005533854166666}, {"start": 1739.51, "end": 1740.23, "word": " يعني", "probability": 0.814697265625}, {"start": 1740.23, "end": 1740.39, "word": " لو", "probability": 0.93212890625}, {"start": 1740.39, "end": 1740.71, "word": " إجاني", "probability": 0.908935546875}, {"start": 1740.71, "end": 1740.87, "word": " هنا", "probability": 0.95703125}, {"start": 1740.87, "end": 1741.35, "word": " تمانية", "probability": 0.8597005208333334}, {"start": 1741.35, "end": 1741.53, "word": " أو", "probability": 0.900390625}, {"start": 1741.53, "end": 1741.83, "word": " سبعة", "probability": 0.9640299479166666}, {"start": 1741.83, "end": 1741.95, "word": " و", "probability": 0.99072265625}, {"start": 1741.95, "end": 1742.23, "word": " نص", "probability": 0.89306640625}, {"start": 1742.23, "end": 1743.13, "word": " أو", "probability": 0.7822265625}, {"start": 1743.13, "end": 1744.11, "word": " تسعة", "probability": 0.9876302083333334}, {"start": 1744.11, "end": 1744.93, "word": " إلا", "probability": 0.623779296875}, {"start": 1744.93, "end": 1745.25, "word": " 0", "probability": 0.1453857421875}, {"start": 1745.25, "end": 1745.89, "word": ".1", "probability": 0.99072265625}, {"start": 1745.89, "end": 1746.53, "word": " فهو", "probability": 0.9794921875}, {"start": 1746.53, "end": 1746.99, "word": " أفضل", "probability": 0.99560546875}, {"start": 1746.99, "end": 1747.57, "word": " فهو", "probability": 0.8873697916666666}, {"start": 1747.57, "end": 1747.91, "word": " optimal", "probability": 0.9375}, {"start": 1747.91, "end": 1748.23, "word": " صار", "probability": 0.872314453125}, {"start": 1748.23, "end": 1749.11, "word": " عندى،", "probability": 0.567138671875}, {"start": 1749.11, "end": 1749.63, "word": " كويس", "probability": 0.931640625}, {"start": 1749.63, "end": 1750.23, "word": " عشانك", "probability": 0.8125}, {"start": 1750.23, "end": 1750.61, "word": " هنضطر", "probability": 0.820068359375}, {"start": 1750.61, "end": 1750.89, "word": " نرجع", "probability": 0.9744466145833334}, {"start": 1750.89, "end": 1751.05, "word": " على", "probability": 0.34130859375}, {"start": 1751.05, "end": 1751.65, "word": " مين؟", "probability": 0.8277994791666666}, {"start": 1751.65, "end": 1751.81, "word": " لل", "probability": 0.7646484375}, {"start": 1751.81, "end": 1752.09, "word": " A", "probability": 0.43212890625}, {"start": 1752.09, "end": 1752.67, "word": " و", "probability": 0.73681640625}, {"start": 1752.67, "end": 1753.13, "word": " نكمل", "probability": 0.8307291666666666}, {"start": 1753.13, "end": 1753.31, "word": " مع", "probability": 0.99560546875}, {"start": 1753.31, "end": 1753.87, "word": " ايه؟", "probability": 0.8651123046875}, {"start": 1753.87, "end": 1754.05, "word": " A", "probability": 0.72265625}, {"start": 1754.05, "end": 1754.29, "word": " عشان", "probability": 0.9923502604166666}, {"start": 1754.29, "end": 1754.67, "word": " أكمل", "probability": 0.90478515625}, {"start": 1754.67, "end": 1755.11, "word": " معها", "probability": 0.981689453125}, {"start": 1755.11, "end": 1756.21, "word": " عندى", "probability": 0.5745849609375}, {"start": 1756.21, "end": 1756.21, "word": " ..", "probability": 0.43505859375}, {"start": 1756.21, "end": 1757.05, "word": " عندى", "probability": 0.73486328125}, {"start": 1757.05, "end": 1757.25, "word": " يا", "probability": 0.7548828125}, {"start": 1757.25, "end": 1757.69, "word": " B", "probability": 0.7958984375}, {"start": 1757.69, "end": 1757.83, "word": " يا", "probability": 0.93310546875}, {"start": 1757.83, "end": 1758.11, "word": " C", "probability": 0.98046875}], "temperature": 1.0}, {"id": 69, "seek": 178845, "start": 1760.33, "end": 1788.45, "text": "يا جي مباشرة، بالضبط، يا إما جي جي في خط لجي، فهي جي، هي ال C وهي ال B نبدأهم واحدة واحدة، للجي على اعتبار أنه أسهل وهي بتوصل على طول لل goal مباشرة، 12 صار total 1 زائد 12، 13 زائد طبعا صفر اللي هي تاعة ال heuristic مدام أنا وصلت لل goal، فهنا صار 13", "tokens": [25528, 10874, 1829, 3714, 3555, 33599, 25720, 12399, 20666, 11242, 3555, 9566, 12399, 35186, 11933, 15042, 10874, 1829, 10874, 1829, 8978, 16490, 9566, 5296, 7435, 1829, 12399, 6156, 3224, 1829, 10874, 1829, 12399, 39896, 2423, 383, 37037, 1829, 2423, 363, 8717, 44510, 10721, 16095, 36764, 24401, 3660, 36764, 24401, 3660, 12399, 24976, 7435, 1829, 15844, 1975, 34268, 3555, 9640, 14739, 3224, 5551, 3794, 3224, 1211, 37037, 1829, 39894, 2407, 36520, 15844, 23032, 12610, 24976, 3387, 3714, 3555, 33599, 25720, 12399, 2272, 20328, 9640, 3217, 502, 30767, 16373, 3215, 2272, 12399, 3705, 30767, 16373, 3215, 23032, 3555, 3615, 995, 20328, 5172, 2288, 13672, 1829, 39896, 6055, 995, 27884, 2423, 415, 374, 3142, 3714, 3215, 10943, 41850, 4032, 36520, 2655, 24976, 3387, 12399, 6156, 3224, 8315, 20328, 9640, 3705], "avg_logprob": -0.21350097085814923, "compression_ratio": 1.7801724137931034, "no_speech_prob": 1.1324882507324219e-06, "words": [{"start": 1760.33, "end": 1760.61, "word": "يا", "probability": 0.65771484375}, {"start": 1760.61, "end": 1760.79, "word": " جي", "probability": 0.645263671875}, {"start": 1760.79, "end": 1761.31, "word": " مباشرة،", "probability": 0.8218994140625}, {"start": 1761.31, "end": 1762.19, "word": " بالضبط،", "probability": 0.85107421875}, {"start": 1762.19, "end": 1762.39, "word": " يا", "probability": 0.84912109375}, {"start": 1762.39, "end": 1762.59, "word": " إما", "probability": 0.804443359375}, {"start": 1762.59, "end": 1762.99, "word": " جي", "probability": 0.973388671875}, {"start": 1762.99, "end": 1765.09, "word": " جي", "probability": 0.8330078125}, {"start": 1765.09, "end": 1765.19, "word": " في", "probability": 0.85498046875}, {"start": 1765.19, "end": 1765.51, "word": " خط", "probability": 0.9345703125}, {"start": 1765.51, "end": 1766.09, "word": " لجي،", "probability": 0.798583984375}, {"start": 1766.09, "end": 1766.39, "word": " فهي", "probability": 0.8837890625}, {"start": 1766.39, "end": 1767.65, "word": " جي،", "probability": 0.8028971354166666}, {"start": 1767.65, "end": 1767.75, "word": " هي", "probability": 0.4091796875}, {"start": 1767.75, "end": 1767.97, "word": " ال", "probability": 0.9052734375}, {"start": 1767.97, "end": 1768.13, "word": " C", "probability": 0.358642578125}, {"start": 1768.13, "end": 1768.61, "word": " وهي", "probability": 0.696533203125}, {"start": 1768.61, "end": 1768.75, "word": " ال", "probability": 0.970703125}, {"start": 1768.75, "end": 1768.91, "word": " B", "probability": 0.8271484375}, {"start": 1768.91, "end": 1771.15, "word": " نبدأهم", "probability": 0.94140625}, {"start": 1771.15, "end": 1771.35, "word": " واحدة", "probability": 0.978515625}, {"start": 1771.35, "end": 1771.87, "word": " واحدة،", "probability": 0.899658203125}, {"start": 1771.87, "end": 1772.29, "word": " للجي", "probability": 0.7112630208333334}, {"start": 1772.29, "end": 1772.51, "word": " على", "probability": 0.58349609375}, {"start": 1772.51, "end": 1772.79, "word": " اعتبار", "probability": 0.9019775390625}, {"start": 1772.79, "end": 1772.93, "word": " أنه", "probability": 0.763916015625}, {"start": 1772.93, "end": 1773.21, "word": " أسهل", "probability": 0.97998046875}, {"start": 1773.21, "end": 1773.41, "word": " وهي", "probability": 0.7763671875}, {"start": 1773.41, "end": 1773.89, "word": " بتوصل", "probability": 0.8693033854166666}, {"start": 1773.89, "end": 1774.05, "word": " على", "probability": 0.8037109375}, {"start": 1774.05, "end": 1774.23, "word": " طول", "probability": 0.97998046875}, {"start": 1774.23, "end": 1774.41, "word": " لل", "probability": 0.90283203125}, {"start": 1774.41, "end": 1774.55, "word": " goal", "probability": 0.96630859375}, {"start": 1774.55, "end": 1775.43, "word": " مباشرة،", "probability": 0.94482421875}, {"start": 1775.43, "end": 1776.51, "word": " 12", "probability": 0.267333984375}, {"start": 1776.51, "end": 1777.83, "word": " صار", "probability": 0.7890625}, {"start": 1777.83, "end": 1778.27, "word": " total", "probability": 0.8427734375}, {"start": 1778.27, "end": 1779.49, "word": " 1", "probability": 0.703125}, {"start": 1779.49, "end": 1781.13, "word": " زائد", "probability": 0.616455078125}, {"start": 1781.13, "end": 1782.39, "word": " 12،", "probability": 0.7255859375}, {"start": 1782.39, "end": 1783.05, "word": " 13", "probability": 0.794921875}, {"start": 1783.05, "end": 1783.81, "word": " زائد", "probability": 0.8362630208333334}, {"start": 1783.81, "end": 1784.13, "word": " طبعا", "probability": 0.97265625}, {"start": 1784.13, "end": 1784.89, "word": " صفر", "probability": 0.77001953125}, {"start": 1784.89, "end": 1785.47, "word": " اللي", "probability": 0.84228515625}, {"start": 1785.47, "end": 1785.63, "word": " هي", "probability": 0.90478515625}, {"start": 1785.63, "end": 1785.79, "word": " تاعة", "probability": 0.6321614583333334}, {"start": 1785.79, "end": 1785.93, "word": " ال", "probability": 0.9033203125}, {"start": 1785.93, "end": 1786.35, "word": " heuristic", "probability": 0.8097330729166666}, {"start": 1786.35, "end": 1786.61, "word": " مدام", "probability": 0.6737467447916666}, {"start": 1786.61, "end": 1786.73, "word": " أنا", "probability": 0.305908203125}, {"start": 1786.73, "end": 1787.01, "word": " وصلت", "probability": 0.9635416666666666}, {"start": 1787.01, "end": 1787.15, "word": " لل", "probability": 0.94921875}, {"start": 1787.15, "end": 1787.69, "word": " goal،", "probability": 0.86083984375}, {"start": 1787.69, "end": 1787.91, "word": " فهنا", "probability": 0.9825846354166666}, {"start": 1787.91, "end": 1788.13, "word": " صار", "probability": 0.986083984375}, {"start": 1788.13, "end": 1788.45, "word": " 13", "probability": 0.947265625}], "temperature": 1.0}, {"id": 70, "seek": 181753, "start": 1791.53, "end": 1817.53, "text": "أكيد مرفوض لأنه في حل أحسن منه في أبو التسعة أحسن منه مبدأيا هذا مش هخزنه مكان الحل هذا أنا في النهاية بتعامل مع ال a star هي depth بالأساس depth search أو depth first search فإذا هتظل الحل هو لتسعة في صالح التسعة في صالح ال path هذا كويس لكن ما زلنا هنا هدول إذا", "tokens": [10721, 4117, 25708, 3714, 28480, 2407, 11242, 5296, 33456, 3224, 8978, 11331, 1211, 5551, 5016, 3794, 1863, 9154, 3224, 8978, 5551, 3555, 2407, 16712, 3794, 27884, 5551, 5016, 3794, 1863, 9154, 3224, 3714, 44510, 10721, 25528, 23758, 37893, 8032, 9778, 11622, 1863, 3224, 3714, 41361, 21542, 1211, 23758, 41850, 8978, 28239, 11296, 10632, 39894, 3615, 10943, 1211, 20449, 2423, 257, 3543, 39896, 7161, 20666, 10721, 3794, 32277, 7161, 3164, 34051, 7161, 700, 3164, 6156, 28814, 15730, 8032, 2655, 19913, 1211, 21542, 1211, 31439, 5296, 2655, 3794, 27884, 8978, 20328, 6027, 5016, 16712, 3794, 27884, 8978, 20328, 6027, 5016, 2423, 3100, 23758, 9122, 45865, 3794, 44381, 19446, 30767, 1211, 8315, 34105, 8032, 3215, 12610, 11933, 15730], "avg_logprob": -0.1654094817309544, "compression_ratio": 1.936936936936937, "no_speech_prob": 8.940696716308594e-07, "words": [{"start": 1791.53, "end": 1791.87, "word": "أكيد", "probability": 0.9861653645833334}, {"start": 1791.87, "end": 1792.37, "word": " مرفوض", "probability": 0.943359375}, {"start": 1792.37, "end": 1793.35, "word": " لأنه", "probability": 0.66162109375}, {"start": 1793.35, "end": 1793.45, "word": " في", "probability": 0.90966796875}, {"start": 1793.45, "end": 1793.65, "word": " حل", "probability": 0.9658203125}, {"start": 1793.65, "end": 1793.93, "word": " أحسن", "probability": 0.97607421875}, {"start": 1793.93, "end": 1794.21, "word": " منه", "probability": 0.993896484375}, {"start": 1794.21, "end": 1795.23, "word": " في", "probability": 0.289794921875}, {"start": 1795.23, "end": 1795.51, "word": " أبو", "probability": 0.89208984375}, {"start": 1795.51, "end": 1795.79, "word": " التسعة", "probability": 0.9586588541666666}, {"start": 1795.79, "end": 1796.19, "word": " أحسن", "probability": 0.9912109375}, {"start": 1796.19, "end": 1796.51, "word": " منه", "probability": 0.994873046875}, {"start": 1796.51, "end": 1797.47, "word": " مبدأيا", "probability": 0.8387451171875}, {"start": 1797.47, "end": 1798.81, "word": " هذا", "probability": 0.525390625}, {"start": 1798.81, "end": 1799.93, "word": " مش", "probability": 0.88916015625}, {"start": 1799.93, "end": 1800.81, "word": " هخزنه", "probability": 0.89345703125}, {"start": 1800.81, "end": 1801.13, "word": " مكان", "probability": 0.990234375}, {"start": 1801.13, "end": 1801.51, "word": " الحل", "probability": 0.98486328125}, {"start": 1801.51, "end": 1801.81, "word": " هذا", "probability": 0.9462890625}, {"start": 1801.81, "end": 1802.63, "word": " أنا", "probability": 0.61962890625}, {"start": 1802.63, "end": 1802.73, "word": " في", "probability": 0.93212890625}, {"start": 1802.73, "end": 1802.97, "word": " النهاية", "probability": 0.93505859375}, {"start": 1802.97, "end": 1803.39, "word": " بتعامل", "probability": 0.8868408203125}, {"start": 1803.39, "end": 1803.51, "word": " مع", "probability": 0.98046875}, {"start": 1803.51, "end": 1803.63, "word": " ال", "probability": 0.94921875}, {"start": 1803.63, "end": 1803.77, "word": " a", "probability": 0.2154541015625}, {"start": 1803.77, "end": 1803.99, "word": " star", "probability": 0.0792236328125}, {"start": 1803.99, "end": 1804.17, "word": " هي", "probability": 0.81640625}, {"start": 1804.17, "end": 1804.53, "word": " depth", "probability": 0.6376953125}, {"start": 1804.53, "end": 1805.51, "word": " بالأساس", "probability": 0.9019775390625}, {"start": 1805.51, "end": 1806.21, "word": " depth", "probability": 0.537109375}, {"start": 1806.21, "end": 1806.73, "word": " search", "probability": 0.9658203125}, {"start": 1806.73, "end": 1807.05, "word": " أو", "probability": 0.6044921875}, {"start": 1807.05, "end": 1807.35, "word": " depth", "probability": 0.76123046875}, {"start": 1807.35, "end": 1807.93, "word": " first", "probability": 0.80224609375}, {"start": 1807.93, "end": 1808.49, "word": " search", "probability": 0.978515625}, {"start": 1808.49, "end": 1809.29, "word": " فإذا", "probability": 0.8225911458333334}, {"start": 1809.29, "end": 1810.09, "word": " هتظل", "probability": 0.777099609375}, {"start": 1810.09, "end": 1810.73, "word": " الحل", "probability": 0.939453125}, {"start": 1810.73, "end": 1810.91, "word": " هو", "probability": 0.98876953125}, {"start": 1810.91, "end": 1811.51, "word": " لتسعة", "probability": 0.66015625}, {"start": 1811.51, "end": 1811.75, "word": " في", "probability": 0.841796875}, {"start": 1811.75, "end": 1811.99, "word": " صالح", "probability": 0.9765625}, {"start": 1811.99, "end": 1812.41, "word": " التسعة", "probability": 0.9812825520833334}, {"start": 1812.41, "end": 1812.69, "word": " في", "probability": 0.88671875}, {"start": 1812.69, "end": 1812.95, "word": " صالح", "probability": 0.9949544270833334}, {"start": 1812.95, "end": 1813.07, "word": " ال", "probability": 0.92529296875}, {"start": 1813.07, "end": 1813.29, "word": " path", "probability": 0.95361328125}, {"start": 1813.29, "end": 1813.61, "word": " هذا", "probability": 0.8837890625}, {"start": 1813.61, "end": 1814.19, "word": " كويس", "probability": 0.87255859375}, {"start": 1814.19, "end": 1814.81, "word": " لكن", "probability": 0.8828125}, {"start": 1814.81, "end": 1815.01, "word": " ما", "probability": 0.8349609375}, {"start": 1815.01, "end": 1815.45, "word": " زلنا", "probability": 0.9889322916666666}, {"start": 1815.45, "end": 1816.01, "word": " هنا", "probability": 0.99609375}, {"start": 1816.01, "end": 1817.17, "word": " هدول", "probability": 0.82958984375}, {"start": 1817.17, "end": 1817.53, "word": " إذا", "probability": 0.699951171875}], "temperature": 1.0}, {"id": 71, "seek": 184217, "start": 1818.43, "end": 1842.17, "text": "زادوا عن التسعة ال cost بتاعتهم مافيش داعي أدور على ال successors لكن إذا أقل من تسعة يستحقوا أن نكمل معاهم هاتوا نشوف جديش ممكن يطلعوا أكتر من تسعة و بيريحونا نشوف نبدأ مع ال B ال B صار عندي واحد واحد هنا و اتنين ففي عندي مجموع تلاتة ال B جديش ال heuristic بتاعتها اتنين", "tokens": [11622, 18513, 14407, 18871, 16712, 3794, 27884, 2423, 2063, 39894, 995, 34268, 16095, 19446, 41185, 8592, 11778, 45761, 1829, 5551, 3215, 13063, 15844, 2423, 2245, 830, 44381, 11933, 15730, 5551, 4587, 1211, 9154, 6055, 3794, 27884, 7251, 14851, 5016, 4587, 14407, 14739, 8717, 24793, 1211, 20449, 995, 16095, 8032, 9307, 14407, 8717, 8592, 38688, 10874, 16254, 8592, 3714, 43020, 7251, 9566, 1211, 3615, 14407, 5551, 4117, 2655, 2288, 9154, 6055, 3794, 27884, 4032, 4724, 13546, 1829, 5016, 2407, 8315, 8717, 8592, 38688, 8717, 44510, 10721, 20449, 2423, 363, 2423, 363, 20328, 9640, 18871, 16254, 36764, 24401, 36764, 24401, 34105, 4032, 1975, 2655, 1863, 9957, 6156, 41185, 18871, 16254, 3714, 7435, 2304, 45367, 6055, 1211, 9307, 3660, 2423, 363, 10874, 16254, 8592, 2423, 415, 374, 3142, 39894, 995, 34268, 11296, 1975, 2655, 1863, 9957], "avg_logprob": -0.15741605066986225, "compression_ratio": 1.8588709677419355, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1818.43, "end": 1819.05, "word": "زادوا", "probability": 0.9228515625}, {"start": 1819.05, "end": 1819.23, "word": " عن", "probability": 0.88525390625}, {"start": 1819.23, "end": 1819.85, "word": " التسعة", "probability": 0.8483072916666666}, {"start": 1819.85, "end": 1820.45, "word": " ال", "probability": 0.6552734375}, {"start": 1820.45, "end": 1820.75, "word": " cost", "probability": 0.88623046875}, {"start": 1820.75, "end": 1821.21, "word": " بتاعتهم", "probability": 0.8724365234375}, {"start": 1821.21, "end": 1821.55, "word": " مافيش", "probability": 0.8684895833333334}, {"start": 1821.55, "end": 1821.71, "word": " داعي", "probability": 0.9222005208333334}, {"start": 1821.71, "end": 1822.05, "word": " أدور", "probability": 0.8116861979166666}, {"start": 1822.05, "end": 1822.17, "word": " على", "probability": 0.453857421875}, {"start": 1822.17, "end": 1822.27, "word": " ال", "probability": 0.89794921875}, {"start": 1822.27, "end": 1822.71, "word": " successors", "probability": 0.804443359375}, {"start": 1822.71, "end": 1824.43, "word": " لكن", "probability": 0.751953125}, {"start": 1824.43, "end": 1824.85, "word": " إذا", "probability": 0.9150390625}, {"start": 1824.85, "end": 1825.29, "word": " أقل", "probability": 0.97265625}, {"start": 1825.29, "end": 1825.45, "word": " من", "probability": 0.9912109375}, {"start": 1825.45, "end": 1825.83, "word": " تسعة", "probability": 0.9274088541666666}, {"start": 1825.83, "end": 1827.05, "word": " يستحقوا", "probability": 0.98076171875}, {"start": 1827.05, "end": 1827.69, "word": " أن", "probability": 0.564453125}, {"start": 1827.69, "end": 1828.23, "word": " نكمل", "probability": 0.8505859375}, {"start": 1828.23, "end": 1828.95, "word": " معاهم", "probability": 0.96044921875}, {"start": 1828.95, "end": 1829.29, "word": " هاتوا", "probability": 0.5681966145833334}, {"start": 1829.29, "end": 1829.49, "word": " نشوف", "probability": 0.9869791666666666}, {"start": 1829.49, "end": 1829.99, "word": " جديش", "probability": 0.739501953125}, {"start": 1829.99, "end": 1831.15, "word": " ممكن", "probability": 0.4952392578125}, {"start": 1831.15, "end": 1831.43, "word": " يطلعوا", "probability": 0.92255859375}, {"start": 1831.43, "end": 1831.59, "word": " أكتر", "probability": 0.9639892578125}, {"start": 1831.59, "end": 1831.73, "word": " من", "probability": 0.98388671875}, {"start": 1831.73, "end": 1831.93, "word": " تسعة", "probability": 0.9656575520833334}, {"start": 1831.93, "end": 1832.03, "word": " و", "probability": 0.8994140625}, {"start": 1832.03, "end": 1832.47, "word": " بيريحونا", "probability": 0.7630615234375}, {"start": 1832.47, "end": 1833.09, "word": " نشوف", "probability": 0.8180338541666666}, {"start": 1833.09, "end": 1833.89, "word": " نبدأ", "probability": 0.8889973958333334}, {"start": 1833.89, "end": 1834.03, "word": " مع", "probability": 0.97998046875}, {"start": 1834.03, "end": 1834.19, "word": " ال", "probability": 0.97509765625}, {"start": 1834.19, "end": 1834.33, "word": " B", "probability": 0.564453125}, {"start": 1834.33, "end": 1835.65, "word": " ال", "probability": 0.91845703125}, {"start": 1835.65, "end": 1835.75, "word": " B", "probability": 0.9453125}, {"start": 1835.75, "end": 1835.95, "word": " صار", "probability": 0.9560546875}, {"start": 1835.95, "end": 1836.17, "word": " عندي", "probability": 0.829345703125}, {"start": 1836.17, "end": 1836.69, "word": " واحد", "probability": 0.9697265625}, {"start": 1836.69, "end": 1837.61, "word": " واحد", "probability": 0.721435546875}, {"start": 1837.61, "end": 1837.89, "word": " هنا", "probability": 0.9921875}, {"start": 1837.89, "end": 1838.21, "word": " و", "probability": 0.95947265625}, {"start": 1838.21, "end": 1838.63, "word": " اتنين", "probability": 0.927001953125}, {"start": 1838.63, "end": 1839.01, "word": " ففي", "probability": 0.7236328125}, {"start": 1839.01, "end": 1839.25, "word": " عندي", "probability": 0.9482421875}, {"start": 1839.25, "end": 1839.59, "word": " مجموع", "probability": 0.9158935546875}, {"start": 1839.59, "end": 1840.13, "word": " تلاتة", "probability": 0.97119140625}, {"start": 1840.13, "end": 1840.49, "word": " ال", "probability": 0.98388671875}, {"start": 1840.49, "end": 1840.61, "word": " B", "probability": 0.9130859375}, {"start": 1840.61, "end": 1840.95, "word": " جديش", "probability": 0.8899739583333334}, {"start": 1840.95, "end": 1841.03, "word": " ال", "probability": 0.82373046875}, {"start": 1841.03, "end": 1841.43, "word": " heuristic", "probability": 0.9091796875}, {"start": 1841.43, "end": 1841.81, "word": " بتاعتها", "probability": 0.87646484375}, {"start": 1841.81, "end": 1842.17, "word": " اتنين", "probability": 0.964599609375}], "temperature": 1.0}, {"id": 72, "seek": 186683, "start": 1845.63, "end": 1866.83, "text": "ال heuristic بتاعتها هناك أصبحت قيمتها اتنين تمام فإذا واحد زاد مظبوط تلاتة و ال ال B حسب هناك اتنين فصار هنا مجموع خمسة مجموع خمسة تمام أكيد خمسة معناته بتقول لي أنا لأ ممكن أعطيك أفضل ممكن أعطيك أفضل طيب ال C", "tokens": [6027, 415, 374, 3142, 39894, 995, 34268, 11296, 34105, 4117, 5551, 9381, 3555, 33753, 12174, 32640, 2655, 11296, 1975, 2655, 1863, 9957, 46811, 10943, 6156, 28814, 15730, 36764, 24401, 30767, 18513, 3714, 19913, 3555, 2407, 9566, 6055, 1211, 9307, 3660, 4032, 2423, 2423, 363, 11331, 35457, 34105, 4117, 1975, 2655, 1863, 9957, 6156, 9381, 9640, 34105, 3714, 7435, 2304, 45367, 16490, 2304, 3794, 3660, 3714, 7435, 2304, 45367, 16490, 2304, 3794, 3660, 46811, 10943, 5551, 4117, 25708, 16490, 2304, 3794, 3660, 20449, 8315, 47395, 39894, 39648, 32239, 41850, 5296, 10721, 3714, 43020, 5551, 3615, 9566, 1829, 4117, 5551, 5172, 11242, 1211, 3714, 43020, 5551, 3615, 9566, 1829, 4117, 5551, 5172, 11242, 1211, 23032, 1829, 3555, 2423, 383], "avg_logprob": -0.15585274956489015, "compression_ratio": 1.816831683168317, "no_speech_prob": 1.3709068298339844e-06, "words": [{"start": 1845.63, "end": 1845.87, "word": "ال", "probability": 0.492919921875}, {"start": 1845.87, "end": 1846.19, "word": " heuristic", "probability": 0.6815185546875}, {"start": 1846.19, "end": 1846.59, "word": " بتاعتها", "probability": 0.72772216796875}, {"start": 1846.59, "end": 1847.03, "word": " هناك", "probability": 0.985107421875}, {"start": 1847.03, "end": 1847.57, "word": " أصبحت", "probability": 0.848876953125}, {"start": 1847.57, "end": 1848.47, "word": " قيمتها", "probability": 0.9930419921875}, {"start": 1848.47, "end": 1849.19, "word": " اتنين", "probability": 0.82830810546875}, {"start": 1849.19, "end": 1850.33, "word": " تمام", "probability": 0.795654296875}, {"start": 1850.33, "end": 1850.81, "word": " فإذا", "probability": 0.8465169270833334}, {"start": 1850.81, "end": 1851.39, "word": " واحد", "probability": 0.913818359375}, {"start": 1851.39, "end": 1851.75, "word": " زاد", "probability": 0.762451171875}, {"start": 1851.75, "end": 1852.15, "word": " مظبوط", "probability": 0.93193359375}, {"start": 1852.15, "end": 1852.71, "word": " تلاتة", "probability": 0.9276123046875}, {"start": 1852.71, "end": 1853.15, "word": " و", "probability": 0.587890625}, {"start": 1853.15, "end": 1853.61, "word": " ال", "probability": 0.89892578125}, {"start": 1853.61, "end": 1853.93, "word": " ال", "probability": 0.568359375}, {"start": 1853.93, "end": 1854.21, "word": " B", "probability": 0.23583984375}, {"start": 1854.21, "end": 1854.77, "word": " حسب", "probability": 0.99365234375}, {"start": 1854.77, "end": 1855.03, "word": " هناك", "probability": 0.972412109375}, {"start": 1855.03, "end": 1855.25, "word": " اتنين", "probability": 0.986572265625}, {"start": 1855.25, "end": 1855.55, "word": " فصار", "probability": 0.9705403645833334}, {"start": 1855.55, "end": 1855.69, "word": " هنا", "probability": 0.96240234375}, {"start": 1855.69, "end": 1855.99, "word": " مجموع", "probability": 0.953857421875}, {"start": 1855.99, "end": 1856.73, "word": " خمسة", "probability": 0.9501953125}, {"start": 1856.73, "end": 1860.25, "word": " مجموع", "probability": 0.9073486328125}, {"start": 1860.25, "end": 1860.83, "word": " خمسة", "probability": 0.984619140625}, {"start": 1860.83, "end": 1861.23, "word": " تمام", "probability": 0.9482421875}, {"start": 1861.23, "end": 1862.79, "word": " أكيد", "probability": 0.9013671875}, {"start": 1862.79, "end": 1863.13, "word": " خمسة", "probability": 0.982177734375}, {"start": 1863.13, "end": 1863.45, "word": " معناته", "probability": 0.9720052083333334}, {"start": 1863.45, "end": 1863.73, "word": " بتقول", "probability": 0.951904296875}, {"start": 1863.73, "end": 1863.83, "word": " لي", "probability": 0.31884765625}, {"start": 1863.83, "end": 1863.95, "word": " أنا", "probability": 0.638671875}, {"start": 1863.95, "end": 1864.13, "word": " لأ", "probability": 0.976318359375}, {"start": 1864.13, "end": 1864.43, "word": " ممكن", "probability": 0.969482421875}, {"start": 1864.43, "end": 1864.73, "word": " أعطيك", "probability": 0.91591796875}, {"start": 1864.73, "end": 1865.07, "word": " أفضل", "probability": 0.96923828125}, {"start": 1865.07, "end": 1865.45, "word": " ممكن", "probability": 0.740234375}, {"start": 1865.45, "end": 1865.77, "word": " أعطيك", "probability": 0.8095703125}, {"start": 1865.77, "end": 1866.01, "word": " أفضل", "probability": 0.98779296875}, {"start": 1866.01, "end": 1866.31, "word": " طيب", "probability": 0.81689453125}, {"start": 1866.31, "end": 1866.65, "word": " ال", "probability": 0.953125}, {"start": 1866.65, "end": 1866.83, "word": " C", "probability": 0.83154296875}], "temperature": 1.0}, {"id": 73, "seek": 187820, "start": 1868.16, "end": 1878.2, "text": "الـ C 1 زائد خمسة ستة زائد جدش ال heuristic ال C 1 صار هنا عندي سبعة", "tokens": [6027, 39184, 383, 502, 30767, 16373, 3215, 16490, 2304, 3794, 3660, 8608, 2655, 3660, 30767, 16373, 3215, 10874, 3215, 8592, 2423, 415, 374, 3142, 2423, 383, 502, 20328, 9640, 34105, 18871, 16254, 8608, 3555, 27884], "avg_logprob": -0.2539062375823657, "compression_ratio": 1.1145833333333333, "no_speech_prob": 0.0, "words": [{"start": 1868.16, "end": 1868.46, "word": "الـ", "probability": 0.781005859375}, {"start": 1868.46, "end": 1868.66, "word": " C", "probability": 0.51953125}, {"start": 1868.66, "end": 1869.12, "word": " 1", "probability": 0.345703125}, {"start": 1869.12, "end": 1869.56, "word": " زائد", "probability": 0.7303059895833334}, {"start": 1869.56, "end": 1870.32, "word": " خمسة", "probability": 0.84539794921875}, {"start": 1870.32, "end": 1871.66, "word": " ستة", "probability": 0.9178059895833334}, {"start": 1871.66, "end": 1872.98, "word": " زائد", "probability": 0.9503580729166666}, {"start": 1872.98, "end": 1874.18, "word": " جدش", "probability": 0.6809895833333334}, {"start": 1874.18, "end": 1874.28, "word": " ال", "probability": 0.88671875}, {"start": 1874.28, "end": 1874.74, "word": " heuristic", "probability": 0.7160237630208334}, {"start": 1874.74, "end": 1875.04, "word": " ال", "probability": 0.71240234375}, {"start": 1875.04, "end": 1875.44, "word": " C", "probability": 0.63037109375}, {"start": 1875.44, "end": 1876.26, "word": " 1", "probability": 0.55859375}, {"start": 1876.26, "end": 1877.48, "word": " صار", "probability": 0.810546875}, {"start": 1877.48, "end": 1877.62, "word": " هنا", "probability": 0.8916015625}, {"start": 1877.62, "end": 1877.86, "word": " عندي", "probability": 0.77099609375}, {"start": 1877.86, "end": 1878.2, "word": " سبعة", "probability": 0.9469401041666666}], "temperature": 1.0}, {"id": 74, "seek": 190937, "start": 1880.63, "end": 1909.37, "text": "طرحلنا سبعة okay كلاهما لسه ممكن نتحرك فيهم معناته معناه ذلك ان كلاهما بقدر أتحرك فيه C شوية أقرب ل G فممكن نروح معاه نروح معاه و نشوف شو بدي يصير معناه لأنه مباشرة هدى هتروح لمين لل G طيب نمسك ال path S A C G S A C G كدش ال cost تبعته واحد ستة", "tokens": [9566, 2288, 5016, 1211, 8315, 8608, 3555, 27884, 1392, 9122, 15040, 3224, 15042, 5296, 3794, 3224, 3714, 43020, 8717, 2655, 5016, 31747, 8978, 16095, 20449, 8315, 47395, 20449, 8315, 3224, 29910, 23275, 16472, 9122, 15040, 3224, 15042, 4724, 28543, 2288, 5551, 2655, 5016, 31747, 8978, 3224, 383, 13412, 2407, 10632, 5551, 4587, 25513, 5296, 460, 6156, 2304, 43020, 8717, 32887, 5016, 20449, 40294, 8717, 32887, 5016, 20449, 40294, 4032, 8717, 8592, 38688, 13412, 2407, 4724, 16254, 7251, 9381, 13546, 20449, 8315, 3224, 5296, 33456, 3224, 3714, 3555, 33599, 25720, 8032, 3215, 7578, 8032, 2655, 32887, 5016, 32767, 9957, 24976, 460, 23032, 1829, 3555, 8717, 2304, 3794, 4117, 2423, 3100, 318, 316, 383, 460, 318, 316, 383, 460, 9122, 3215, 8592, 2423, 2063, 6055, 3555, 34268, 3224, 36764, 24401, 8608, 2655, 3660], "avg_logprob": -0.2266808689543695, "compression_ratio": 1.711297071129707, "no_speech_prob": 4.947185516357422e-06, "words": [{"start": 1880.63, "end": 1881.25, "word": "طرحلنا", "probability": 0.728125}, {"start": 1881.25, "end": 1881.87, "word": " سبعة", "probability": 0.8748372395833334}, {"start": 1881.87, "end": 1882.37, "word": " okay", "probability": 0.451904296875}, {"start": 1882.37, "end": 1883.01, "word": " كلاهما", "probability": 0.80157470703125}, {"start": 1883.01, "end": 1883.25, "word": " لسه", "probability": 0.9093424479166666}, {"start": 1883.25, "end": 1883.43, "word": " ممكن", "probability": 0.4744873046875}, {"start": 1883.43, "end": 1884.01, "word": " نتحرك", "probability": 0.889892578125}, {"start": 1884.01, "end": 1884.27, "word": " فيهم", "probability": 0.967041015625}, {"start": 1884.27, "end": 1884.69, "word": " معناته", "probability": 0.9684244791666666}, {"start": 1884.69, "end": 1885.31, "word": " معناه", "probability": 0.7421875}, {"start": 1885.31, "end": 1885.53, "word": " ذلك", "probability": 0.987060546875}, {"start": 1885.53, "end": 1885.67, "word": " ان", "probability": 0.396728515625}, {"start": 1885.67, "end": 1886.29, "word": " كلاهما", "probability": 0.9315185546875}, {"start": 1886.29, "end": 1886.63, "word": " بقدر", "probability": 0.9436848958333334}, {"start": 1886.63, "end": 1886.97, "word": " أتحرك", "probability": 0.8841552734375}, {"start": 1886.97, "end": 1887.35, "word": " فيه", "probability": 0.940185546875}, {"start": 1887.35, "end": 1887.67, "word": " C", "probability": 0.58056640625}, {"start": 1887.67, "end": 1888.05, "word": " شوية", "probability": 0.8653971354166666}, {"start": 1888.05, "end": 1888.37, "word": " أقرب", "probability": 0.88818359375}, {"start": 1888.37, "end": 1888.57, "word": " ل", "probability": 0.467041015625}, {"start": 1888.57, "end": 1889.65, "word": " G", "probability": 0.30224609375}, {"start": 1889.65, "end": 1890.73, "word": " فممكن", "probability": 0.9334309895833334}, {"start": 1890.73, "end": 1891.41, "word": " نروح", "probability": 0.8388671875}, {"start": 1891.41, "end": 1891.71, "word": " معاه", "probability": 0.771728515625}, {"start": 1891.71, "end": 1892.21, "word": " نروح", "probability": 0.7853190104166666}, {"start": 1892.21, "end": 1892.39, "word": " معاه", "probability": 0.98486328125}, {"start": 1892.39, "end": 1892.49, "word": " و", "probability": 0.54150390625}, {"start": 1892.49, "end": 1892.65, "word": " نشوف", "probability": 0.97021484375}, {"start": 1892.65, "end": 1892.77, "word": " شو", "probability": 0.5052490234375}, {"start": 1892.77, "end": 1892.95, "word": " بدي", "probability": 0.5037841796875}, {"start": 1892.95, "end": 1893.13, "word": " يصير", "probability": 0.8338216145833334}, {"start": 1893.13, "end": 1893.65, "word": " معناه", "probability": 0.96142578125}, {"start": 1893.65, "end": 1894.27, "word": " لأنه", "probability": 0.7765299479166666}, {"start": 1894.27, "end": 1894.67, "word": " مباشرة", "probability": 0.9652099609375}, {"start": 1894.67, "end": 1894.85, "word": " هدى", "probability": 0.51416015625}, {"start": 1894.85, "end": 1895.17, "word": " هتروح", "probability": 0.9715576171875}, {"start": 1895.17, "end": 1895.53, "word": " لمين", "probability": 0.852783203125}, {"start": 1895.53, "end": 1896.45, "word": " لل", "probability": 0.5224609375}, {"start": 1896.45, "end": 1896.71, "word": " G", "probability": 0.81787109375}, {"start": 1896.71, "end": 1897.53, "word": " طيب", "probability": 0.892578125}, {"start": 1897.53, "end": 1898.59, "word": " نمسك", "probability": 0.97314453125}, {"start": 1898.59, "end": 1898.83, "word": " ال", "probability": 0.96826171875}, {"start": 1898.83, "end": 1899.19, "word": " path", "probability": 0.9677734375}, {"start": 1899.19, "end": 1899.77, "word": " S", "probability": 0.85791015625}, {"start": 1899.77, "end": 1900.59, "word": " A", "probability": 0.759765625}, {"start": 1900.59, "end": 1901.43, "word": " C", "probability": 0.9931640625}, {"start": 1901.43, "end": 1902.27, "word": " G", "probability": 0.98046875}, {"start": 1902.27, "end": 1903.49, "word": " S", "probability": 0.407470703125}, {"start": 1903.49, "end": 1904.37, "word": " A", "probability": 0.9814453125}, {"start": 1904.37, "end": 1906.31, "word": " C", "probability": 0.98193359375}, {"start": 1906.31, "end": 1906.87, "word": " G", "probability": 0.99072265625}, {"start": 1906.87, "end": 1907.23, "word": " كدش", "probability": 0.7052408854166666}, {"start": 1907.23, "end": 1907.37, "word": " ال", "probability": 0.9833984375}, {"start": 1907.37, "end": 1907.59, "word": " cost", "probability": 0.845703125}, {"start": 1907.59, "end": 1908.01, "word": " تبعته", "probability": 0.78619384765625}, {"start": 1908.01, "end": 1908.47, "word": " واحد", "probability": 0.75439453125}, {"start": 1908.47, "end": 1909.37, "word": " ستة", "probability": 0.9498697916666666}], "temperature": 1.0}, {"id": 75, "seek": 193769, "start": 1910.35, "end": 1937.69, "text": "تسعة شك صار عندي هنا أربعة وتسعة صار عندي مجموع تسعة زائد طبعا صفر لأن ال heuristic zero فبرضه طلعتني تسعة okay هنا إلنا خيار إما نستبدل هذا بهذا أو نخليه زي ما هو أما الأتنين alternative solution بسميها أو حل بديل فهم كلاهم الآن لبعض حل بديل لكن هذا الكلام إذا هنا فشل", "tokens": [2655, 3794, 27884, 13412, 4117, 20328, 9640, 18871, 16254, 34105, 5551, 25513, 27884, 34683, 3794, 27884, 20328, 9640, 18871, 16254, 3714, 7435, 2304, 45367, 6055, 3794, 27884, 30767, 16373, 3215, 23032, 3555, 3615, 995, 20328, 5172, 2288, 5296, 33456, 2423, 415, 374, 3142, 4018, 6156, 26890, 11242, 3224, 23032, 1211, 34268, 22653, 6055, 3794, 27884, 1392, 34105, 11933, 1211, 8315, 16490, 1829, 9640, 11933, 15042, 8717, 14851, 44510, 1211, 23758, 39627, 15730, 34051, 8717, 9778, 20292, 3224, 30767, 1829, 19446, 31439, 5551, 15042, 16247, 2655, 1863, 9957, 8535, 3827, 4724, 38251, 1829, 11296, 34051, 11331, 1211, 4724, 16254, 1211, 6156, 16095, 9122, 15040, 16095, 6024, 48506, 5296, 3555, 3615, 11242, 11331, 1211, 4724, 16254, 1211, 44381, 23758, 2423, 28820, 10943, 11933, 15730, 34105, 6156, 8592, 1211], "avg_logprob": -0.17790354471507036, "compression_ratio": 1.75390625, "no_speech_prob": 2.86102294921875e-06, "words": [{"start": 1910.35, "end": 1910.85, "word": "تسعة", "probability": 0.8736979166666666}, {"start": 1910.85, "end": 1911.69, "word": " شك", "probability": 0.36773681640625}, {"start": 1911.69, "end": 1912.57, "word": " صار", "probability": 0.814453125}, {"start": 1912.57, "end": 1912.75, "word": " عندي", "probability": 0.824951171875}, {"start": 1912.75, "end": 1912.91, "word": " هنا", "probability": 0.63330078125}, {"start": 1912.91, "end": 1913.35, "word": " أربعة", "probability": 0.8321940104166666}, {"start": 1913.35, "end": 1914.53, "word": " وتسعة", "probability": 0.89990234375}, {"start": 1914.53, "end": 1915.05, "word": " صار", "probability": 0.93310546875}, {"start": 1915.05, "end": 1915.25, "word": " عندي", "probability": 0.951416015625}, {"start": 1915.25, "end": 1915.53, "word": " مجموع", "probability": 0.9310302734375}, {"start": 1915.53, "end": 1915.97, "word": " تسعة", "probability": 0.9817708333333334}, {"start": 1915.97, "end": 1916.87, "word": " زائد", "probability": 0.80712890625}, {"start": 1916.87, "end": 1917.15, "word": " طبعا", "probability": 0.959716796875}, {"start": 1917.15, "end": 1917.51, "word": " صفر", "probability": 0.9518229166666666}, {"start": 1917.51, "end": 1917.83, "word": " لأن", "probability": 0.83447265625}, {"start": 1917.83, "end": 1917.97, "word": " ال", "probability": 0.51171875}, {"start": 1917.97, "end": 1918.35, "word": " heuristic", "probability": 0.75390625}, {"start": 1918.35, "end": 1918.67, "word": " zero", "probability": 0.2890625}, {"start": 1918.67, "end": 1919.95, "word": " فبرضه", "probability": 0.82659912109375}, {"start": 1919.95, "end": 1920.39, "word": " طلعتني", "probability": 0.93505859375}, {"start": 1920.39, "end": 1920.77, "word": " تسعة", "probability": 0.9866536458333334}, {"start": 1920.77, "end": 1922.33, "word": " okay", "probability": 0.486328125}, {"start": 1922.33, "end": 1923.09, "word": " هنا", "probability": 0.9423828125}, {"start": 1923.09, "end": 1923.29, "word": " إلنا", "probability": 0.5789388020833334}, {"start": 1923.29, "end": 1923.63, "word": " خيار", "probability": 0.9947916666666666}, {"start": 1923.63, "end": 1923.99, "word": " إما", "probability": 0.932373046875}, {"start": 1923.99, "end": 1924.93, "word": " نستبدل", "probability": 0.9881591796875}, {"start": 1924.93, "end": 1925.25, "word": " هذا", "probability": 0.74609375}, {"start": 1925.25, "end": 1925.69, "word": " بهذا", "probability": 0.967529296875}, {"start": 1925.69, "end": 1925.89, "word": " أو", "probability": 0.94775390625}, {"start": 1925.89, "end": 1926.33, "word": " نخليه", "probability": 0.9195556640625}, {"start": 1926.33, "end": 1926.47, "word": " زي", "probability": 0.987548828125}, {"start": 1926.47, "end": 1926.55, "word": " ما", "probability": 0.9609375}, {"start": 1926.55, "end": 1926.85, "word": " هو", "probability": 0.99462890625}, {"start": 1926.85, "end": 1927.51, "word": " أما", "probability": 0.57415771484375}, {"start": 1927.51, "end": 1927.83, "word": " الأتنين", "probability": 0.771728515625}, {"start": 1927.83, "end": 1928.47, "word": " alternative", "probability": 0.78955078125}, {"start": 1928.47, "end": 1929.09, "word": " solution", "probability": 0.91455078125}, {"start": 1929.09, "end": 1929.69, "word": " بسميها", "probability": 0.9473876953125}, {"start": 1929.69, "end": 1930.53, "word": " أو", "probability": 0.8916015625}, {"start": 1930.53, "end": 1931.21, "word": " حل", "probability": 0.796630859375}, {"start": 1931.21, "end": 1932.01, "word": " بديل", "probability": 0.8484700520833334}, {"start": 1932.01, "end": 1933.01, "word": " فهم", "probability": 0.819091796875}, {"start": 1933.01, "end": 1933.41, "word": " كلاهم", "probability": 0.7569986979166666}, {"start": 1933.41, "end": 1933.73, "word": " الآن", "probability": 0.686279296875}, {"start": 1933.73, "end": 1934.29, "word": " لبعض", "probability": 0.9683837890625}, {"start": 1934.29, "end": 1934.65, "word": " حل", "probability": 0.924072265625}, {"start": 1934.65, "end": 1935.25, "word": " بديل", "probability": 0.9269205729166666}, {"start": 1935.25, "end": 1935.99, "word": " لكن", "probability": 0.95556640625}, {"start": 1935.99, "end": 1936.57, "word": " هذا", "probability": 0.9638671875}, {"start": 1936.57, "end": 1936.93, "word": " الكلام", "probability": 0.97216796875}, {"start": 1936.93, "end": 1937.15, "word": " إذا", "probability": 0.976318359375}, {"start": 1937.15, "end": 1937.33, "word": " هنا", "probability": 0.9892578125}, {"start": 1937.33, "end": 1937.69, "word": " فشل", "probability": 0.9913736979166666}], "temperature": 1.0}, {"id": 76, "seek": 196240, "start": 1939.0, "end": 1962.4, "text": "هنا لسه إله كلام، هنا مازال بيقول أنا موجود، ليش أنا موجود؟ لأنه قيمته أقل من ال solution، solution cost، تمام، معناته بدنا نمسك B، هتنعمل branching لها، مالهاش إلا ال C، مافيش إلا إنها تروح لل C، طيب، عشان تيجي على ال C، صار ان دي ال path تبعنا بهذا الشكل", "tokens": [3224, 8315, 5296, 3794, 3224, 11933, 43761, 28242, 10943, 12399, 34105, 3714, 31377, 6027, 4724, 1829, 39648, 41850, 3714, 29245, 23328, 12399, 32239, 8592, 41850, 3714, 29245, 23328, 22807, 5296, 33456, 3224, 12174, 32640, 47395, 5551, 4587, 1211, 9154, 2423, 3827, 12399, 3827, 2063, 12399, 46811, 10943, 12399, 20449, 8315, 47395, 47525, 8315, 8717, 2304, 3794, 4117, 363, 12399, 8032, 2655, 1863, 25957, 1211, 9819, 278, 5296, 11296, 12399, 19446, 1211, 3224, 33599, 11933, 15040, 2423, 383, 12399, 19446, 41185, 8592, 11933, 15040, 36145, 11296, 6055, 32887, 5016, 24976, 383, 12399, 23032, 1829, 3555, 12399, 6225, 8592, 7649, 6055, 1829, 7435, 1829, 15844, 2423, 383, 12399, 20328, 9640, 16472, 11778, 1829, 2423, 3100, 6055, 3555, 3615, 8315, 39627, 15730, 25124, 28820], "avg_logprob": -0.17494876890397462, "compression_ratio": 1.7377049180327868, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 1939.0, "end": 1939.26, "word": "هنا", "probability": 0.924072265625}, {"start": 1939.26, "end": 1939.58, "word": " لسه", "probability": 0.9524739583333334}, {"start": 1939.58, "end": 1939.72, "word": " إله", "probability": 0.309814453125}, {"start": 1939.72, "end": 1940.62, "word": " كلام،", "probability": 0.8136393229166666}, {"start": 1940.62, "end": 1940.86, "word": " هنا", "probability": 0.8701171875}, {"start": 1940.86, "end": 1941.36, "word": " مازال", "probability": 0.7433268229166666}, {"start": 1941.36, "end": 1941.98, "word": " بيقول", "probability": 0.9724934895833334}, {"start": 1941.98, "end": 1942.28, "word": " أنا", "probability": 0.8837890625}, {"start": 1942.28, "end": 1943.48, "word": " موجود،", "probability": 0.92529296875}, {"start": 1943.48, "end": 1943.76, "word": " ليش", "probability": 0.943115234375}, {"start": 1943.76, "end": 1943.9, "word": " أنا", "probability": 0.93896484375}, {"start": 1943.9, "end": 1944.36, "word": " موجود؟", "probability": 0.9368896484375}, {"start": 1944.36, "end": 1944.66, "word": " لأنه", "probability": 0.779296875}, {"start": 1944.66, "end": 1944.96, "word": " قيمته", "probability": 0.9951171875}, {"start": 1944.96, "end": 1945.4, "word": " أقل", "probability": 0.9915364583333334}, {"start": 1945.4, "end": 1945.8, "word": " من", "probability": 0.99658203125}, {"start": 1945.8, "end": 1946.0, "word": " ال", "probability": 0.904296875}, {"start": 1946.0, "end": 1947.36, "word": " solution،", "probability": 0.6177978515625}, {"start": 1947.36, "end": 1947.7, "word": " solution", "probability": 0.7802734375}, {"start": 1947.7, "end": 1948.46, "word": " cost،", "probability": 0.730712890625}, {"start": 1948.46, "end": 1948.98, "word": " تمام،", "probability": 0.8367513020833334}, {"start": 1948.98, "end": 1949.5, "word": " معناته", "probability": 0.9410807291666666}, {"start": 1949.5, "end": 1949.68, "word": " بدنا", "probability": 0.904541015625}, {"start": 1949.68, "end": 1950.18, "word": " نمسك", "probability": 0.9940185546875}, {"start": 1950.18, "end": 1951.06, "word": " B،", "probability": 0.727783203125}, {"start": 1951.06, "end": 1951.52, "word": " هتنعمل", "probability": 0.95771484375}, {"start": 1951.52, "end": 1951.98, "word": " branching", "probability": 0.79736328125}, {"start": 1951.98, "end": 1952.5, "word": " لها،", "probability": 0.6149088541666666}, {"start": 1952.5, "end": 1952.9, "word": " مالهاش", "probability": 0.73577880859375}, {"start": 1952.9, "end": 1953.22, "word": " إلا", "probability": 0.937744140625}, {"start": 1953.22, "end": 1953.54, "word": " ال", "probability": 0.97705078125}, {"start": 1953.54, "end": 1955.1, "word": " C،", "probability": 0.759765625}, {"start": 1955.1, "end": 1955.36, "word": " مافيش", "probability": 0.8221028645833334}, {"start": 1955.36, "end": 1955.66, "word": " إلا", "probability": 0.98583984375}, {"start": 1955.66, "end": 1956.0, "word": " إنها", "probability": 0.8447265625}, {"start": 1956.0, "end": 1956.22, "word": " تروح", "probability": 0.99755859375}, {"start": 1956.22, "end": 1956.4, "word": " لل", "probability": 0.818359375}, {"start": 1956.4, "end": 1957.04, "word": " C،", "probability": 0.800048828125}, {"start": 1957.04, "end": 1957.38, "word": " طيب،", "probability": 0.8358154296875}, {"start": 1957.38, "end": 1957.62, "word": " عشان", "probability": 0.98779296875}, {"start": 1957.62, "end": 1957.82, "word": " تيجي", "probability": 0.9510498046875}, {"start": 1957.82, "end": 1957.98, "word": " على", "probability": 0.8447265625}, {"start": 1957.98, "end": 1958.16, "word": " ال", "probability": 0.9814453125}, {"start": 1958.16, "end": 1958.8, "word": " C،", "probability": 0.82861328125}, {"start": 1958.8, "end": 1958.98, "word": " صار", "probability": 0.76904296875}, {"start": 1958.98, "end": 1959.2, "word": " ان", "probability": 0.2181396484375}, {"start": 1959.2, "end": 1960.14, "word": " دي", "probability": 0.9228515625}, {"start": 1960.14, "end": 1960.38, "word": " ال", "probability": 0.9345703125}, {"start": 1960.38, "end": 1960.62, "word": " path", "probability": 0.97314453125}, {"start": 1960.62, "end": 1961.14, "word": " تبعنا", "probability": 0.94189453125}, {"start": 1961.14, "end": 1962.04, "word": " بهذا", "probability": 0.9638671875}, {"start": 1962.04, "end": 1962.4, "word": " الشكل", "probability": 0.9931640625}], "temperature": 1.0}, {"id": 77, "seek": 197990, "start": 1965.14, "end": 1979.9, "text": "واحد تلاتة خمسة okay صار عندى خمسة زائد قداش زائد C واحد زائد واحد أصبح مجموعة عندى ستة لعندي الأهم أفضل", "tokens": [14407, 24401, 6055, 1211, 9307, 3660, 16490, 2304, 3794, 3660, 1392, 20328, 9640, 43242, 7578, 16490, 2304, 3794, 3660, 30767, 16373, 3215, 12174, 3215, 33599, 30767, 16373, 3215, 383, 36764, 24401, 30767, 16373, 3215, 36764, 24401, 5551, 9381, 49628, 3714, 7435, 2304, 2407, 27884, 43242, 7578, 8608, 2655, 3660, 5296, 3615, 1863, 16254, 16247, 16095, 5551, 5172, 11242, 1211], "avg_logprob": -0.16770833879709243, "compression_ratio": 1.512396694214876, "no_speech_prob": 1.0132789611816406e-06, "words": [{"start": 1965.14, "end": 1965.74, "word": "واحد", "probability": 0.768310546875}, {"start": 1965.74, "end": 1966.56, "word": " تلاتة", "probability": 0.8580322265625}, {"start": 1966.56, "end": 1967.54, "word": " خمسة", "probability": 0.9818115234375}, {"start": 1967.54, "end": 1968.08, "word": " okay", "probability": 0.45361328125}, {"start": 1968.08, "end": 1968.72, "word": " صار", "probability": 0.930419921875}, {"start": 1968.72, "end": 1969.12, "word": " عندى", "probability": 0.697998046875}, {"start": 1969.12, "end": 1970.32, "word": " خمسة", "probability": 0.9857177734375}, {"start": 1970.32, "end": 1971.14, "word": " زائد", "probability": 0.78515625}, {"start": 1971.14, "end": 1971.76, "word": " قداش", "probability": 0.7025553385416666}, {"start": 1971.76, "end": 1973.22, "word": " زائد", "probability": 0.9378255208333334}, {"start": 1973.22, "end": 1973.68, "word": " C", "probability": 0.51025390625}, {"start": 1973.68, "end": 1974.34, "word": " واحد", "probability": 0.9482421875}, {"start": 1974.34, "end": 1975.12, "word": " زائد", "probability": 0.90478515625}, {"start": 1975.12, "end": 1975.6, "word": " واحد", "probability": 0.989013671875}, {"start": 1975.6, "end": 1976.54, "word": " أصبح", "probability": 0.8375651041666666}, {"start": 1976.54, "end": 1976.92, "word": " مجموعة", "probability": 0.89208984375}, {"start": 1976.92, "end": 1977.34, "word": " عندى", "probability": 0.942626953125}, {"start": 1977.34, "end": 1978.3, "word": " ستة", "probability": 0.97509765625}, {"start": 1978.3, "end": 1979.22, "word": " لعندي", "probability": 0.84375}, {"start": 1979.22, "end": 1979.44, "word": " الأهم", "probability": 0.66259765625}, {"start": 1979.44, "end": 1979.9, "word": " أفضل", "probability": 0.974365234375}], "temperature": 1.0}, {"id": 78, "seek": 200376, "start": 1980.72, "end": 2003.76, "text": "حتى الآن بمعنى ان هي جاديرة ان نكمل لأن ال cost أقل من الحل اللي متخزن عندى .. اللي متخزن عندى فإذا بنكمل ال C وين عندها successors؟ مافيش الا ال G هتنشوف عند ال G بنكمل عند ال G صار عندى واحد، تلاتة، خمسة، تمانية", "tokens": [33753, 7578, 6024, 48506, 4724, 2304, 3615, 1863, 7578, 16472, 39896, 10874, 18513, 48923, 16472, 8717, 24793, 1211, 5296, 33456, 2423, 2063, 5551, 4587, 1211, 9154, 21542, 1211, 13672, 1829, 44650, 9778, 11622, 1863, 43242, 7578, 4386, 13672, 1829, 44650, 9778, 11622, 1863, 43242, 7578, 6156, 28814, 15730, 44945, 24793, 1211, 2423, 383, 4032, 9957, 43242, 11296, 2245, 830, 22807, 19446, 41185, 8592, 42963, 2423, 460, 8032, 2655, 1863, 8592, 38688, 43242, 2423, 460, 44945, 24793, 1211, 43242, 2423, 460, 20328, 9640, 43242, 7578, 36764, 24401, 12399, 6055, 1211, 9307, 3660, 12399, 16490, 2304, 3794, 3660, 12399, 46811, 7649, 10632], "avg_logprob": -0.2385519813783098, "compression_ratio": 1.805, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1980.72, "end": 1981.16, "word": "حتى", "probability": 0.930908203125}, {"start": 1981.16, "end": 1981.42, "word": " الآن", "probability": 0.694580078125}, {"start": 1981.42, "end": 1982.02, "word": " بمعنى", "probability": 0.95341796875}, {"start": 1982.02, "end": 1982.12, "word": " ان", "probability": 0.59033203125}, {"start": 1982.12, "end": 1982.26, "word": " هي", "probability": 0.6064453125}, {"start": 1982.26, "end": 1982.66, "word": " جاديرة", "probability": 0.7549641927083334}, {"start": 1982.66, "end": 1982.82, "word": " ان", "probability": 0.73388671875}, {"start": 1982.82, "end": 1983.38, "word": " نكمل", "probability": 0.8885091145833334}, {"start": 1983.38, "end": 1983.92, "word": " لأن", "probability": 0.6378173828125}, {"start": 1983.92, "end": 1984.06, "word": " ال", "probability": 0.8623046875}, {"start": 1984.06, "end": 1984.3, "word": " cost", "probability": 0.85595703125}, {"start": 1984.3, "end": 1984.98, "word": " أقل", "probability": 0.6338297526041666}, {"start": 1984.98, "end": 1985.14, "word": " من", "probability": 0.94677734375}, {"start": 1985.14, "end": 1986.2, "word": " الحل", "probability": 0.9482421875}, {"start": 1986.2, "end": 1986.32, "word": " اللي", "probability": 0.7958984375}, {"start": 1986.32, "end": 1986.86, "word": " متخزن", "probability": 0.951171875}, {"start": 1986.86, "end": 1987.56, "word": " عندى", "probability": 0.695556640625}, {"start": 1987.56, "end": 1987.56, "word": " ..", "probability": 0.342041015625}, {"start": 1987.56, "end": 1987.78, "word": " اللي", "probability": 0.87548828125}, {"start": 1987.78, "end": 1988.3, "word": " متخزن", "probability": 0.988525390625}, {"start": 1988.3, "end": 1988.98, "word": " عندى", "probability": 0.801513671875}, {"start": 1988.98, "end": 1989.64, "word": " فإذا", "probability": 0.73876953125}, {"start": 1989.64, "end": 1990.4, "word": " بنكمل", "probability": 0.9404296875}, {"start": 1990.4, "end": 1990.6, "word": " ال", "probability": 0.89306640625}, {"start": 1990.6, "end": 1990.76, "word": " C", "probability": 0.51513671875}, {"start": 1990.76, "end": 1990.94, "word": " وين", "probability": 0.854248046875}, {"start": 1990.94, "end": 1991.64, "word": " عندها", "probability": 0.808837890625}, {"start": 1991.64, "end": 1992.94, "word": " successors؟", "probability": 0.7626953125}, {"start": 1992.94, "end": 1993.3, "word": " مافيش", "probability": 0.68310546875}, {"start": 1993.3, "end": 1993.42, "word": " الا", "probability": 0.47900390625}, {"start": 1993.42, "end": 1993.58, "word": " ال", "probability": 0.642578125}, {"start": 1993.58, "end": 1993.74, "word": " G", "probability": 0.83740234375}, {"start": 1993.74, "end": 1995.04, "word": " هتنشوف", "probability": 0.741259765625}, {"start": 1995.04, "end": 1995.26, "word": " عند", "probability": 0.9892578125}, {"start": 1995.26, "end": 1995.4, "word": " ال", "probability": 0.8525390625}, {"start": 1995.4, "end": 1996.54, "word": " G", "probability": 0.96337890625}, {"start": 1996.54, "end": 1999.22, "word": " بنكمل", "probability": 0.8523763020833334}, {"start": 1999.22, "end": 1999.52, "word": " عند", "probability": 0.98388671875}, {"start": 1999.52, "end": 1999.68, "word": " ال", "probability": 0.900390625}, {"start": 1999.68, "end": 1999.86, "word": " G", "probability": 0.9833984375}, {"start": 1999.86, "end": 2000.38, "word": " صار", "probability": 0.835205078125}, {"start": 2000.38, "end": 2000.64, "word": " عندى", "probability": 0.861572265625}, {"start": 2000.64, "end": 2001.5, "word": " واحد،", "probability": 0.607177734375}, {"start": 2001.5, "end": 2002.58, "word": " تلاتة،", "probability": 0.95009765625}, {"start": 2002.58, "end": 2003.3, "word": " خمسة،", "probability": 0.951953125}, {"start": 2003.3, "end": 2003.76, "word": " تمانية", "probability": 0.9794921875}], "temperature": 1.0}, {"id": 79, "seek": 203254, "start": 2006.76, "end": 2032.54, "text": "زاد الصفر فصار هنا تمانية أكيد جبّت كل الحلول هذه فهذا صار مرفوض و هذا مرفوض و أصبح الحل ال optimal هو هذا اللي هو إيه؟ ال path هذا S A B C G فهي ال optimal solution ال cost بتساوي تمانية", "tokens": [11622, 18513, 31767, 5172, 2288, 6156, 9381, 9640, 34105, 46811, 7649, 10632, 5551, 4117, 25708, 10874, 3555, 11703, 2655, 28242, 21542, 1211, 12610, 29538, 6156, 3224, 15730, 20328, 9640, 3714, 28480, 2407, 11242, 4032, 23758, 3714, 28480, 2407, 11242, 4032, 5551, 9381, 49628, 21542, 1211, 2423, 16252, 31439, 23758, 13672, 1829, 31439, 11933, 1829, 3224, 22807, 2423, 3100, 23758, 318, 316, 363, 383, 460, 6156, 3224, 1829, 2423, 16252, 3827, 2423, 2063, 39894, 3794, 995, 45865, 46811, 7649, 10632], "avg_logprob": -0.16523436941206454, "compression_ratio": 1.6284153005464481, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 2006.76, "end": 2007.18, "word": "زاد", "probability": 0.72314453125}, {"start": 2007.18, "end": 2007.58, "word": " الصفر", "probability": 0.77978515625}, {"start": 2007.58, "end": 2007.96, "word": " فصار", "probability": 0.9383138020833334}, {"start": 2007.96, "end": 2008.14, "word": " هنا", "probability": 0.9755859375}, {"start": 2008.14, "end": 2008.64, "word": " تمانية", "probability": 0.8351236979166666}, {"start": 2008.64, "end": 2009.7, "word": " أكيد", "probability": 0.9091796875}, {"start": 2009.7, "end": 2010.16, "word": " جبّت", "probability": 0.876220703125}, {"start": 2010.16, "end": 2010.44, "word": " كل", "probability": 0.9912109375}, {"start": 2010.44, "end": 2010.84, "word": " الحلول", "probability": 0.9944661458333334}, {"start": 2010.84, "end": 2011.14, "word": " هذه", "probability": 0.70556640625}, {"start": 2011.14, "end": 2012.12, "word": " فهذا", "probability": 0.9318033854166666}, {"start": 2012.12, "end": 2012.34, "word": " صار", "probability": 0.830078125}, {"start": 2012.34, "end": 2012.88, "word": " مرفوض", "probability": 0.955810546875}, {"start": 2012.88, "end": 2013.24, "word": " و", "probability": 0.48095703125}, {"start": 2013.24, "end": 2013.38, "word": " هذا", "probability": 0.84521484375}, {"start": 2013.38, "end": 2014.1, "word": " مرفوض", "probability": 0.91455078125}, {"start": 2014.1, "end": 2015.08, "word": " و", "probability": 0.71533203125}, {"start": 2015.08, "end": 2015.34, "word": " أصبح", "probability": 0.9580078125}, {"start": 2015.34, "end": 2015.72, "word": " الحل", "probability": 0.984130859375}, {"start": 2015.72, "end": 2015.86, "word": " ال", "probability": 0.88818359375}, {"start": 2015.86, "end": 2016.16, "word": " optimal", "probability": 0.86865234375}, {"start": 2016.16, "end": 2016.76, "word": " هو", "probability": 0.9658203125}, {"start": 2016.76, "end": 2017.14, "word": " هذا", "probability": 0.9287109375}, {"start": 2017.14, "end": 2018.04, "word": " اللي", "probability": 0.857666015625}, {"start": 2018.04, "end": 2018.24, "word": " هو", "probability": 0.98388671875}, {"start": 2018.24, "end": 2018.64, "word": " إيه؟", "probability": 0.58892822265625}, {"start": 2018.64, "end": 2018.9, "word": " ال", "probability": 0.86572265625}, {"start": 2018.9, "end": 2019.18, "word": " path", "probability": 0.96826171875}, {"start": 2019.18, "end": 2020.38, "word": " هذا", "probability": 0.830078125}, {"start": 2020.38, "end": 2021.2, "word": " S", "probability": 0.80712890625}, {"start": 2021.2, "end": 2022.44, "word": " A", "probability": 0.68017578125}, {"start": 2022.44, "end": 2023.94, "word": " B", "probability": 0.95068359375}, {"start": 2023.94, "end": 2025.56, "word": " C", "probability": 0.97802734375}, {"start": 2025.56, "end": 2026.7, "word": " G", "probability": 0.603515625}, {"start": 2026.7, "end": 2028.7, "word": " فهي", "probability": 0.726318359375}, {"start": 2028.7, "end": 2028.78, "word": " ال", "probability": 0.93896484375}, {"start": 2028.78, "end": 2029.0, "word": " optimal", "probability": 0.939453125}, {"start": 2029.0, "end": 2029.62, "word": " solution", "probability": 0.98486328125}, {"start": 2029.62, "end": 2030.2, "word": " ال", "probability": 0.78955078125}, {"start": 2030.2, "end": 2030.64, "word": " cost", "probability": 0.919921875}, {"start": 2030.64, "end": 2031.72, "word": " بتساوي", "probability": 0.88330078125}, {"start": 2031.72, "end": 2032.54, "word": " تمانية", "probability": 0.9640299479166666}], "temperature": 1.0}, {"id": 80, "seek": 205098, "start": 2034.85, "end": 2050.99, "text": "ال cost في الحالة دي بتساوي تمامًا، فهذا ال optimal solution في هيك حالة، في هيك حالة، تمام؟ هاي ال strategy اللي احنا اتبعناها الآن في طريقة الحل هي ال A star، هي ال A star و اللي بتاخد بعين الاعتبار كده، ال F", "tokens": [6027, 2063, 8978, 21542, 6027, 3660, 11778, 1829, 39894, 3794, 995, 45865, 46811, 10943, 14111, 995, 12399, 6156, 3224, 15730, 2423, 16252, 3827, 8978, 39896, 4117, 11331, 6027, 3660, 12399, 8978, 39896, 4117, 11331, 6027, 3660, 12399, 46811, 10943, 22807, 8032, 47302, 2423, 5206, 13672, 1829, 1975, 5016, 8315, 1975, 2655, 3555, 3615, 8315, 11296, 6024, 48506, 8978, 23032, 16572, 28671, 21542, 1211, 39896, 2423, 316, 3543, 12399, 39896, 2423, 316, 3543, 4032, 13672, 1829, 39894, 47283, 3215, 45030, 9957, 42963, 34268, 3555, 9640, 9122, 3215, 3224, 12399, 2423, 479], "avg_logprob": -0.24364697409200145, "compression_ratio": 1.695, "no_speech_prob": 2.0742416381835938e-05, "words": [{"start": 2034.85, "end": 2035.11, "word": "ال", "probability": 0.6318359375}, {"start": 2035.11, "end": 2035.33, "word": " cost", "probability": 0.370361328125}, {"start": 2035.33, "end": 2035.43, "word": " في", "probability": 0.8046875}, {"start": 2035.43, "end": 2035.65, "word": " الحالة", "probability": 0.9537760416666666}, {"start": 2035.65, "end": 2035.75, "word": " دي", "probability": 0.6806640625}, {"start": 2035.75, "end": 2036.01, "word": " بتساوي", "probability": 0.80615234375}, {"start": 2036.01, "end": 2036.45, "word": " تمامًا،", "probability": 0.5705322265625}, {"start": 2036.45, "end": 2036.83, "word": " فهذا", "probability": 0.79052734375}, {"start": 2036.83, "end": 2036.93, "word": " ال", "probability": 0.9208984375}, {"start": 2036.93, "end": 2037.15, "word": " optimal", "probability": 0.90673828125}, {"start": 2037.15, "end": 2037.61, "word": " solution", "probability": 0.97509765625}, {"start": 2037.61, "end": 2037.77, "word": " في", "probability": 0.9521484375}, {"start": 2037.77, "end": 2037.89, "word": " هيك", "probability": 0.660400390625}, {"start": 2037.89, "end": 2038.43, "word": " حالة،", "probability": 0.85430908203125}, {"start": 2038.43, "end": 2038.55, "word": " في", "probability": 0.82275390625}, {"start": 2038.55, "end": 2038.91, "word": " هيك", "probability": 0.960693359375}, {"start": 2038.91, "end": 2039.47, "word": " حالة،", "probability": 0.8795166015625}, {"start": 2039.47, "end": 2040.79, "word": " تمام؟", "probability": 0.9449869791666666}, {"start": 2040.79, "end": 2041.15, "word": " هاي", "probability": 0.7119140625}, {"start": 2041.15, "end": 2041.85, "word": " ال", "probability": 0.9736328125}, {"start": 2041.85, "end": 2042.29, "word": " strategy", "probability": 0.89990234375}, {"start": 2042.29, "end": 2042.43, "word": " اللي", "probability": 0.9580078125}, {"start": 2042.43, "end": 2042.57, "word": " احنا", "probability": 0.8513997395833334}, {"start": 2042.57, "end": 2043.11, "word": " اتبعناها", "probability": 0.963134765625}, {"start": 2043.11, "end": 2043.35, "word": " الآن", "probability": 0.6888427734375}, {"start": 2043.35, "end": 2043.51, "word": " في", "probability": 0.8359375}, {"start": 2043.51, "end": 2043.81, "word": " طريقة", "probability": 0.9573567708333334}, {"start": 2043.81, "end": 2044.35, "word": " الحل", "probability": 0.978759765625}, {"start": 2044.35, "end": 2045.89, "word": " هي", "probability": 0.79345703125}, {"start": 2045.89, "end": 2046.05, "word": " ال", "probability": 0.9443359375}, {"start": 2046.05, "end": 2046.23, "word": " A", "probability": 0.44677734375}, {"start": 2046.23, "end": 2046.75, "word": " star،", "probability": 0.3299560546875}, {"start": 2046.75, "end": 2046.95, "word": " هي", "probability": 0.85107421875}, {"start": 2046.95, "end": 2047.23, "word": " ال", "probability": 0.986328125}, {"start": 2047.23, "end": 2047.41, "word": " A", "probability": 0.91748046875}, {"start": 2047.41, "end": 2047.57, "word": " star", "probability": 0.93994140625}, {"start": 2047.57, "end": 2047.63, "word": " و", "probability": 0.401123046875}, {"start": 2047.63, "end": 2047.71, "word": " اللي", "probability": 0.910400390625}, {"start": 2047.71, "end": 2048.07, "word": " بتاخد", "probability": 0.9690755208333334}, {"start": 2048.07, "end": 2048.67, "word": " بعين", "probability": 0.73291015625}, {"start": 2048.67, "end": 2049.23, "word": " الاعتبار", "probability": 0.8592529296875}, {"start": 2049.23, "end": 2050.49, "word": " كده،", "probability": 0.73883056640625}, {"start": 2050.49, "end": 2050.69, "word": " ال", "probability": 0.9150390625}, {"start": 2050.69, "end": 2050.99, "word": " F", "probability": 0.8662109375}], "temperature": 1.0}, {"id": 81, "seek": 207833, "start": 2051.53, "end": 2078.33, "text": "اللي هي متكونة من G و H G و H و فعلا الاتنين هم مكملات لبعض لما اتكلم عن ال G معناه ذلك ان هي ال cost لو انا ال node اللي بحسب عندها بين ال start لل node هى دى ال node in و ال H بين ال node in و ال goal بالضبط تمام فهي ال كل الشغل اللي احنا عملناه بدأنا ب7 و 2 فهي عندنا 7 و 2", "tokens": [6027, 20292, 39896, 44650, 30544, 3660, 9154, 460, 4032, 389, 460, 4032, 389, 4032, 6156, 3615, 15040, 2423, 9307, 1863, 9957, 8032, 2304, 3714, 24793, 1211, 9307, 5296, 3555, 3615, 11242, 5296, 15042, 1975, 2655, 4117, 19528, 18871, 2423, 460, 20449, 8315, 3224, 29910, 23275, 16472, 39896, 2423, 2063, 45164, 1975, 8315, 2423, 9984, 13672, 1829, 4724, 5016, 35457, 43242, 11296, 49374, 2423, 722, 24976, 9984, 8032, 7578, 11778, 7578, 2423, 9984, 294, 4032, 2423, 389, 49374, 2423, 9984, 294, 4032, 2423, 3387, 20666, 11242, 3555, 9566, 46811, 10943, 6156, 3224, 1829, 2423, 28242, 25124, 17082, 1211, 13672, 1829, 1975, 5016, 8315, 6225, 42213, 8315, 3224, 47525, 10721, 8315, 4724, 22, 4032, 568, 6156, 3224, 1829, 43242, 8315, 1614, 4032, 568], "avg_logprob": -0.2215676225843977, "compression_ratio": 1.8879310344827587, "no_speech_prob": 4.351139068603516e-06, "words": [{"start": 2051.53, "end": 2051.81, "word": "اللي", "probability": 0.912841796875}, {"start": 2051.81, "end": 2051.97, "word": " هي", "probability": 0.73828125}, {"start": 2051.97, "end": 2052.59, "word": " متكونة", "probability": 0.9109700520833334}, {"start": 2052.59, "end": 2052.77, "word": " من", "probability": 0.9873046875}, {"start": 2052.77, "end": 2053.21, "word": " G", "probability": 0.5869140625}, {"start": 2053.21, "end": 2054.13, "word": " و", "probability": 0.91650390625}, {"start": 2054.13, "end": 2054.65, "word": " H", "probability": 0.53173828125}, {"start": 2054.65, "end": 2055.19, "word": " G", "probability": 0.12213134765625}, {"start": 2055.19, "end": 2055.51, "word": " و", "probability": 0.97021484375}, {"start": 2055.51, "end": 2055.65, "word": " H", "probability": 0.85302734375}, {"start": 2055.65, "end": 2055.93, "word": " و", "probability": 0.76806640625}, {"start": 2055.93, "end": 2056.15, "word": " فعلا", "probability": 0.9171549479166666}, {"start": 2056.15, "end": 2056.43, "word": " الاتنين", "probability": 0.7659912109375}, {"start": 2056.43, "end": 2056.59, "word": " هم", "probability": 0.776611328125}, {"start": 2056.59, "end": 2056.99, "word": " مكملات", "probability": 0.8709716796875}, {"start": 2056.99, "end": 2057.31, "word": " لبعض", "probability": 0.9757080078125}, {"start": 2057.31, "end": 2057.65, "word": " لما", "probability": 0.7061767578125}, {"start": 2057.65, "end": 2057.93, "word": " اتكلم", "probability": 0.784759521484375}, {"start": 2057.93, "end": 2058.09, "word": " عن", "probability": 0.98779296875}, {"start": 2058.09, "end": 2058.21, "word": " ال", "probability": 0.94921875}, {"start": 2058.21, "end": 2058.41, "word": " G", "probability": 0.73095703125}, {"start": 2058.41, "end": 2058.95, "word": " معناه", "probability": 0.8738606770833334}, {"start": 2058.95, "end": 2059.17, "word": " ذلك", "probability": 0.971435546875}, {"start": 2059.17, "end": 2059.31, "word": " ان", "probability": 0.66796875}, {"start": 2059.31, "end": 2059.43, "word": " هي", "probability": 0.347412109375}, {"start": 2059.43, "end": 2059.55, "word": " ال", "probability": 0.84228515625}, {"start": 2059.55, "end": 2059.87, "word": " cost", "probability": 0.79833984375}, {"start": 2059.87, "end": 2060.53, "word": " لو", "probability": 0.892578125}, {"start": 2060.53, "end": 2060.81, "word": " انا", "probability": 0.8408203125}, {"start": 2060.81, "end": 2061.43, "word": " ال", "probability": 0.8349609375}, {"start": 2061.43, "end": 2061.63, "word": " node", "probability": 0.837890625}, {"start": 2061.63, "end": 2061.79, "word": " اللي", "probability": 0.938232421875}, {"start": 2061.79, "end": 2062.25, "word": " بحسب", "probability": 0.9695638020833334}, {"start": 2062.25, "end": 2062.67, "word": " عندها", "probability": 0.989013671875}, {"start": 2062.67, "end": 2063.17, "word": " بين", "probability": 0.947265625}, {"start": 2063.17, "end": 2063.35, "word": " ال", "probability": 0.92626953125}, {"start": 2063.35, "end": 2063.91, "word": " start", "probability": 0.96142578125}, {"start": 2063.91, "end": 2064.21, "word": " لل", "probability": 0.51806640625}, {"start": 2064.21, "end": 2064.55, "word": " node", "probability": 0.95361328125}, {"start": 2064.55, "end": 2064.71, "word": " هى", "probability": 0.3974609375}, {"start": 2064.71, "end": 2065.51, "word": " دى", "probability": 0.79541015625}, {"start": 2065.51, "end": 2065.67, "word": " ال", "probability": 0.51220703125}, {"start": 2065.67, "end": 2065.85, "word": " node", "probability": 0.89453125}, {"start": 2065.85, "end": 2066.11, "word": " in", "probability": 0.76708984375}, {"start": 2066.11, "end": 2066.83, "word": " و", "probability": 0.55908203125}, {"start": 2066.83, "end": 2067.13, "word": " ال", "probability": 0.970703125}, {"start": 2067.13, "end": 2067.55, "word": " H", "probability": 0.830078125}, {"start": 2067.55, "end": 2068.01, "word": " بين", "probability": 0.982421875}, {"start": 2068.01, "end": 2068.19, "word": " ال", "probability": 0.94482421875}, {"start": 2068.19, "end": 2068.47, "word": " node", "probability": 0.955078125}, {"start": 2068.47, "end": 2068.83, "word": " in", "probability": 0.87060546875}, {"start": 2068.83, "end": 2069.87, "word": " و", "probability": 0.82470703125}, {"start": 2069.87, "end": 2069.99, "word": " ال", "probability": 0.95361328125}, {"start": 2069.99, "end": 2070.27, "word": " goal", "probability": 0.98974609375}, {"start": 2070.27, "end": 2071.19, "word": " بالضبط", "probability": 0.9503173828125}, {"start": 2071.19, "end": 2072.61, "word": " تمام", "probability": 0.80078125}, {"start": 2072.61, "end": 2073.15, "word": " فهي", "probability": 0.8597005208333334}, {"start": 2073.15, "end": 2073.87, "word": " ال", "probability": 0.495361328125}, {"start": 2073.87, "end": 2074.75, "word": " كل", "probability": 0.49658203125}, {"start": 2074.75, "end": 2075.07, "word": " الشغل", "probability": 0.98828125}, {"start": 2075.07, "end": 2075.17, "word": " اللي", "probability": 0.861083984375}, {"start": 2075.17, "end": 2075.29, "word": " احنا", "probability": 0.90283203125}, {"start": 2075.29, "end": 2075.63, "word": " عملناه", "probability": 0.9326171875}, {"start": 2075.63, "end": 2075.93, "word": " بدأنا", "probability": 0.9617513020833334}, {"start": 2075.93, "end": 2076.27, "word": " ب7", "probability": 0.693115234375}, {"start": 2076.27, "end": 2076.61, "word": " و", "probability": 0.9580078125}, {"start": 2076.61, "end": 2076.93, "word": " 2", "probability": 0.90380859375}, {"start": 2076.93, "end": 2077.41, "word": " فهي", "probability": 0.9314778645833334}, {"start": 2077.41, "end": 2077.63, "word": " عندنا", "probability": 0.544891357421875}, {"start": 2077.63, "end": 2077.87, "word": " 7", "probability": 0.576171875}, {"start": 2077.87, "end": 2078.05, "word": " و", "probability": 0.96533203125}, {"start": 2078.05, "end": 2078.33, "word": " 2", "probability": 0.9052734375}], "temperature": 1.0}, {"id": 82, "seek": 210482, "start": 2081.3, "end": 2104.82, "text": "ستة .. عفوا .. ستة و سبعة فهي ستة و سبعة مجموع خلتنا نروح مع ال .. ال C ثم ال G اللي عطاتني تسعة و بعدين قولنا لأ هنا فيه ما زالت ال .. ال .. ال .. ك term total term هو عبارة عن سبعة فهو أقل هذا بيوحي أنه لأ ممكن .. ممكن ها و يمكن مايطلعش بس ممكن يكون في حل أحسن جدير بالمحاولة ففعلا جسمنا عشان نروح نجيب", "tokens": [14851, 3660, 4386, 6225, 5172, 14407, 4386, 8608, 2655, 3660, 4032, 8608, 3555, 27884, 6156, 3224, 1829, 8608, 2655, 3660, 4032, 8608, 3555, 27884, 3714, 7435, 2304, 45367, 16490, 1211, 2655, 8315, 8717, 32887, 5016, 20449, 2423, 4386, 2423, 383, 38637, 2304, 2423, 460, 13672, 1829, 6225, 9566, 9307, 22653, 6055, 3794, 27884, 4032, 39182, 9957, 12174, 12610, 8315, 5296, 10721, 34105, 8978, 3224, 19446, 30767, 6027, 2655, 2423, 4386, 2423, 4386, 2423, 4386, 9122, 1433, 3217, 1433, 31439, 6225, 3555, 9640, 3660, 18871, 8608, 3555, 27884, 6156, 3224, 2407, 5551, 4587, 1211, 23758, 4724, 1829, 2407, 5016, 1829, 14739, 3224, 5296, 10721, 3714, 43020, 4386, 3714, 43020, 8032, 995, 4032, 7251, 43020, 19446, 1829, 9566, 1211, 3615, 8592, 4724, 3794, 3714, 43020, 7251, 30544, 8978, 11331, 1211, 5551, 5016, 3794, 1863, 10874, 16254, 2288, 20666, 2304, 5016, 995, 12610, 3660, 6156, 5172, 3615, 15040, 10874, 38251, 8315, 6225, 8592, 7649, 8717, 32887, 5016, 8717, 7435, 1829, 3555], "avg_logprob": -0.1356132133576855, "compression_ratio": 1.898876404494382, "no_speech_prob": 2.485513687133789e-05, "words": [{"start": 2081.3, "end": 2081.86, "word": "ستة", "probability": 0.6558837890625}, {"start": 2081.86, "end": 2081.9, "word": " ..", "probability": 0.424560546875}, {"start": 2081.9, "end": 2082.02, "word": " عفوا", "probability": 0.605224609375}, {"start": 2082.02, "end": 2082.08, "word": " ..", "probability": 0.6962890625}, {"start": 2082.08, "end": 2082.32, "word": " ستة", "probability": 0.95654296875}, {"start": 2082.32, "end": 2082.38, "word": " و", "probability": 0.96630859375}, {"start": 2082.38, "end": 2082.72, "word": " سبعة", "probability": 0.8056640625}, {"start": 2082.72, "end": 2083.08, "word": " فهي", "probability": 0.9041341145833334}, {"start": 2083.08, "end": 2083.34, "word": " ستة", "probability": 0.9855143229166666}, {"start": 2083.34, "end": 2083.4, "word": " و", "probability": 0.9951171875}, {"start": 2083.4, "end": 2083.62, "word": " سبعة", "probability": 0.9532877604166666}, {"start": 2083.62, "end": 2084.1, "word": " مجموع", "probability": 0.927001953125}, {"start": 2084.1, "end": 2084.82, "word": " خلتنا", "probability": 0.9658203125}, {"start": 2084.82, "end": 2085.16, "word": " نروح", "probability": 0.994140625}, {"start": 2085.16, "end": 2085.38, "word": " مع", "probability": 0.98974609375}, {"start": 2085.38, "end": 2086.12, "word": " ال", "probability": 0.87255859375}, {"start": 2086.12, "end": 2086.2, "word": " ..", "probability": 0.83056640625}, {"start": 2086.2, "end": 2086.38, "word": " ال", "probability": 0.935546875}, {"start": 2086.38, "end": 2086.62, "word": " C", "probability": 0.63671875}, {"start": 2086.62, "end": 2087.18, "word": " ثم", "probability": 0.981201171875}, {"start": 2087.18, "end": 2088.04, "word": " ال", "probability": 0.94580078125}, {"start": 2088.04, "end": 2088.32, "word": " G", "probability": 0.89990234375}, {"start": 2088.32, "end": 2088.58, "word": " اللي", "probability": 0.96826171875}, {"start": 2088.58, "end": 2088.9, "word": " عطاتني", "probability": 0.656005859375}, {"start": 2088.9, "end": 2089.3, "word": " تسعة", "probability": 0.98681640625}, {"start": 2089.3, "end": 2089.72, "word": " و", "probability": 0.72314453125}, {"start": 2089.72, "end": 2089.96, "word": " بعدين", "probability": 0.93994140625}, {"start": 2089.96, "end": 2090.24, "word": " قولنا", "probability": 0.828125}, {"start": 2090.24, "end": 2090.42, "word": " لأ", "probability": 0.985595703125}, {"start": 2090.42, "end": 2090.62, "word": " هنا", "probability": 0.9580078125}, {"start": 2090.62, "end": 2090.88, "word": " فيه", "probability": 0.728759765625}, {"start": 2090.88, "end": 2091.0, "word": " ما", "probability": 0.49755859375}, {"start": 2091.0, "end": 2091.68, "word": " زالت", "probability": 0.9088541666666666}, {"start": 2091.68, "end": 2091.9, "word": " ال", "probability": 0.7705078125}, {"start": 2091.9, "end": 2092.1, "word": " ..", "probability": 0.94580078125}, {"start": 2092.1, "end": 2092.44, "word": " ال", "probability": 0.92626953125}, {"start": 2092.44, "end": 2092.46, "word": " ..", "probability": 0.94677734375}, {"start": 2092.46, "end": 2092.72, "word": " ال", "probability": 0.79150390625}, {"start": 2092.72, "end": 2092.74, "word": " ..", "probability": 0.8505859375}, {"start": 2092.74, "end": 2093.0, "word": " ك", "probability": 0.73388671875}, {"start": 2093.0, "end": 2093.32, "word": " term", "probability": 0.935546875}, {"start": 2093.32, "end": 2094.02, "word": " total", "probability": 0.56494140625}, {"start": 2094.02, "end": 2094.42, "word": " term", "probability": 0.9775390625}, {"start": 2094.42, "end": 2094.64, "word": " هو", "probability": 0.95654296875}, {"start": 2094.64, "end": 2094.94, "word": " عبارة", "probability": 0.9962158203125}, {"start": 2094.94, "end": 2095.08, "word": " عن", "probability": 0.9931640625}, {"start": 2095.08, "end": 2095.34, "word": " سبعة", "probability": 0.9892578125}, {"start": 2095.34, "end": 2095.62, "word": " فهو", "probability": 0.9913736979166666}, {"start": 2095.62, "end": 2096.0, "word": " أقل", "probability": 0.9562174479166666}, {"start": 2096.0, "end": 2096.64, "word": " هذا", "probability": 0.6962890625}, {"start": 2096.64, "end": 2097.06, "word": " بيوحي", "probability": 0.95595703125}, {"start": 2097.06, "end": 2097.26, "word": " أنه", "probability": 0.716796875}, {"start": 2097.26, "end": 2097.38, "word": " لأ", "probability": 0.994384765625}, {"start": 2097.38, "end": 2097.7, "word": " ممكن", "probability": 0.99072265625}, {"start": 2097.7, "end": 2097.78, "word": " ..", "probability": 0.94873046875}, {"start": 2097.78, "end": 2098.16, "word": " ممكن", "probability": 0.991455078125}, {"start": 2098.16, "end": 2098.52, "word": " ها", "probability": 0.497314453125}, {"start": 2098.52, "end": 2098.72, "word": " و", "probability": 0.90234375}, {"start": 2098.72, "end": 2098.88, "word": " يمكن", "probability": 0.86376953125}, {"start": 2098.88, "end": 2099.4, "word": " مايطلعش", "probability": 0.8975423177083334}, {"start": 2099.4, "end": 2099.84, "word": " بس", "probability": 0.877685546875}, {"start": 2099.84, "end": 2100.22, "word": " ممكن", "probability": 0.988037109375}, {"start": 2100.22, "end": 2100.48, "word": " يكون", "probability": 0.992919921875}, {"start": 2100.48, "end": 2100.62, "word": " في", "probability": 0.974609375}, {"start": 2100.62, "end": 2100.84, "word": " حل", "probability": 0.908935546875}, {"start": 2100.84, "end": 2101.56, "word": " أحسن", "probability": 0.9224853515625}, {"start": 2101.56, "end": 2102.1, "word": " جدير", "probability": 0.80517578125}, {"start": 2102.1, "end": 2102.68, "word": " بالمحاولة", "probability": 0.9877115885416666}, {"start": 2102.68, "end": 2103.08, "word": " ففعلا", "probability": 0.870361328125}, {"start": 2103.08, "end": 2103.94, "word": " جسمنا", "probability": 0.96875}, {"start": 2103.94, "end": 2104.18, "word": " عشان", "probability": 0.9720052083333334}, {"start": 2104.18, "end": 2104.46, "word": " نروح", "probability": 0.9905598958333334}, {"start": 2104.46, "end": 2104.82, "word": " نجيب", "probability": 0.996337890625}], "temperature": 1.0}, {"id": 83, "seek": 213296, "start": 2105.48, "end": 2132.96, "text": "الـ G اللي كانت بـ 13 وهذه كانت مرفوضة من أولها مرفوضة لأنه في حل أصلا أحسن منها بعدين كملنا مع ال C عشان نروح للـ G و اللي أعطتني total هنا بعد من ال C لل H ب 8 هذي هيك مظبوط اه احنا أخدنا ال branch هذي جابل هذا يعني معكوسين ال two branches هذول معكوسين تمام كملنا بعدين ل ال C اللي هي أعطتني التسعة فهي التسعة وهي التمانية", "tokens": [6027, 39184, 460, 13672, 1829, 25961, 2655, 4724, 39184, 3705, 37037, 24192, 25961, 2655, 3714, 28480, 2407, 11242, 3660, 9154, 5551, 12610, 11296, 3714, 28480, 2407, 11242, 3660, 5296, 33456, 3224, 8978, 11331, 1211, 5551, 9381, 15040, 5551, 5016, 3794, 1863, 9154, 11296, 39182, 9957, 9122, 42213, 8315, 20449, 2423, 383, 6225, 8592, 7649, 8717, 32887, 5016, 24976, 39184, 460, 4032, 13672, 1829, 5551, 3615, 9566, 2655, 22653, 3217, 34105, 39182, 9154, 2423, 383, 24976, 389, 4724, 1649, 8032, 8848, 1829, 39896, 4117, 3714, 19913, 3555, 2407, 9566, 1975, 3224, 1975, 5016, 8315, 5551, 9778, 3215, 8315, 2423, 9819, 8032, 8848, 1829, 10874, 16758, 1211, 8032, 8848, 995, 37495, 22653, 20449, 4117, 41779, 9957, 2423, 732, 14770, 8032, 8848, 12610, 20449, 4117, 41779, 9957, 46811, 10943, 9122, 42213, 8315, 39182, 9957, 5296, 2423, 383, 13672, 1829, 39896, 5551, 3615, 9566, 2655, 22653, 16712, 3794, 27884, 6156, 3224, 1829, 16712, 3794, 27884, 37037, 1829, 16712, 2304, 7649, 10632], "avg_logprob": -0.24821993161605882, "compression_ratio": 1.956989247311828, "no_speech_prob": 6.318092346191406e-06, "words": [{"start": 2105.48, "end": 2105.82, "word": "الـ", "probability": 0.763427734375}, {"start": 2105.82, "end": 2105.98, "word": " G", "probability": 0.5693359375}, {"start": 2105.98, "end": 2106.48, "word": " اللي", "probability": 0.61865234375}, {"start": 2106.48, "end": 2106.78, "word": " كانت", "probability": 0.977783203125}, {"start": 2106.78, "end": 2107.02, "word": " بـ", "probability": 0.37353515625}, {"start": 2107.02, "end": 2107.28, "word": " 13", "probability": 0.74951171875}, {"start": 2107.28, "end": 2107.78, "word": " وهذه", "probability": 0.530517578125}, {"start": 2107.78, "end": 2108.02, "word": " كانت", "probability": 0.93603515625}, {"start": 2108.02, "end": 2108.6, "word": " مرفوضة", "probability": 0.891015625}, {"start": 2108.6, "end": 2109.0, "word": " من", "probability": 0.693359375}, {"start": 2109.0, "end": 2109.42, "word": " أولها", "probability": 0.986328125}, {"start": 2109.42, "end": 2110.08, "word": " مرفوضة", "probability": 0.96943359375}, {"start": 2110.08, "end": 2110.64, "word": " لأنه", "probability": 0.6869303385416666}, {"start": 2110.64, "end": 2110.74, "word": " في", "probability": 0.88720703125}, {"start": 2110.74, "end": 2111.02, "word": " حل", "probability": 0.853271484375}, {"start": 2111.02, "end": 2111.32, "word": " أصلا", "probability": 0.7528483072916666}, {"start": 2111.32, "end": 2111.66, "word": " أحسن", "probability": 0.9913330078125}, {"start": 2111.66, "end": 2111.98, "word": " منها", "probability": 0.99560546875}, {"start": 2111.98, "end": 2112.66, "word": " بعدين", "probability": 0.7119140625}, {"start": 2112.66, "end": 2113.08, "word": " كملنا", "probability": 0.8317057291666666}, {"start": 2113.08, "end": 2113.22, "word": " مع", "probability": 0.9619140625}, {"start": 2113.22, "end": 2113.42, "word": " ال", "probability": 0.92626953125}, {"start": 2113.42, "end": 2113.62, "word": " C", "probability": 0.61279296875}, {"start": 2113.62, "end": 2114.82, "word": " عشان", "probability": 0.9754231770833334}, {"start": 2114.82, "end": 2115.12, "word": " نروح", "probability": 0.9930013020833334}, {"start": 2115.12, "end": 2115.4, "word": " للـ", "probability": 0.683837890625}, {"start": 2115.4, "end": 2115.6, "word": " G", "probability": 0.802734375}, {"start": 2115.6, "end": 2116.12, "word": " و", "probability": 0.61083984375}, {"start": 2116.12, "end": 2116.22, "word": " اللي", "probability": 0.830810546875}, {"start": 2116.22, "end": 2116.66, "word": " أعطتني", "probability": 0.711328125}, {"start": 2116.66, "end": 2117.8, "word": " total", "probability": 0.73095703125}, {"start": 2117.8, "end": 2118.16, "word": " هنا", "probability": 0.96484375}, {"start": 2118.16, "end": 2118.76, "word": " بعد", "probability": 0.72607421875}, {"start": 2118.76, "end": 2119.12, "word": " من", "probability": 0.669921875}, {"start": 2119.12, "end": 2119.26, "word": " ال", "probability": 0.94384765625}, {"start": 2119.26, "end": 2119.38, "word": " C", "probability": 0.81396484375}, {"start": 2119.38, "end": 2119.54, "word": " لل", "probability": 0.57177734375}, {"start": 2119.54, "end": 2119.94, "word": " H", "probability": 0.44091796875}, {"start": 2119.94, "end": 2120.38, "word": " ب", "probability": 0.83642578125}, {"start": 2120.38, "end": 2121.24, "word": " 8", "probability": 0.365234375}, {"start": 2121.24, "end": 2122.34, "word": " هذي", "probability": 0.4761149088541667}, {"start": 2122.34, "end": 2122.5, "word": " هيك", "probability": 0.862060546875}, {"start": 2122.5, "end": 2122.68, "word": " مظبوط", "probability": 0.91875}, {"start": 2122.68, "end": 2122.88, "word": " اه", "probability": 0.5902099609375}, {"start": 2122.88, "end": 2123.14, "word": " احنا", "probability": 0.9171549479166666}, {"start": 2123.14, "end": 2123.44, "word": " أخدنا", "probability": 0.9429931640625}, {"start": 2123.44, "end": 2123.54, "word": " ال", "probability": 0.98828125}, {"start": 2123.54, "end": 2123.74, "word": " branch", "probability": 0.88232421875}, {"start": 2123.74, "end": 2123.9, "word": " هذي", "probability": 0.7462565104166666}, {"start": 2123.9, "end": 2124.12, "word": " جابل", "probability": 0.6720377604166666}, {"start": 2124.12, "end": 2124.5, "word": " هذا", "probability": 0.6611328125}, {"start": 2124.5, "end": 2125.58, "word": " يعني", "probability": 0.909423828125}, {"start": 2125.58, "end": 2126.04, "word": " معكوسين", "probability": 0.74664306640625}, {"start": 2126.04, "end": 2126.14, "word": " ال", "probability": 0.9423828125}, {"start": 2126.14, "end": 2126.24, "word": " two", "probability": 0.8125}, {"start": 2126.24, "end": 2126.6, "word": " branches", "probability": 0.93505859375}, {"start": 2126.6, "end": 2126.94, "word": " هذول", "probability": 0.8616536458333334}, {"start": 2126.94, "end": 2127.78, "word": " معكوسين", "probability": 0.823974609375}, {"start": 2127.78, "end": 2128.66, "word": " تمام", "probability": 0.97119140625}, {"start": 2128.66, "end": 2129.32, "word": " كملنا", "probability": 0.8655598958333334}, {"start": 2129.32, "end": 2129.58, "word": " بعدين", "probability": 0.935546875}, {"start": 2129.58, "end": 2129.68, "word": " ل", "probability": 0.64111328125}, {"start": 2129.68, "end": 2129.82, "word": " ال", "probability": 0.201416015625}, {"start": 2129.82, "end": 2130.0, "word": " C", "probability": 0.95361328125}, {"start": 2130.0, "end": 2130.36, "word": " اللي", "probability": 0.965576171875}, {"start": 2130.36, "end": 2130.48, "word": " هي", "probability": 0.6103515625}, {"start": 2130.48, "end": 2130.78, "word": " أعطتني", "probability": 0.830078125}, {"start": 2130.78, "end": 2131.18, "word": " التسعة", "probability": 0.8341471354166666}, {"start": 2131.18, "end": 2131.48, "word": " فهي", "probability": 0.6295572916666666}, {"start": 2131.48, "end": 2131.9, "word": " التسعة", "probability": 0.9886067708333334}, {"start": 2131.9, "end": 2132.5, "word": " وهي", "probability": 0.902099609375}, {"start": 2132.5, "end": 2132.96, "word": " التمانية", "probability": 0.9207763671875}], "temperature": 1.0}, {"id": 84, "seek": 216194, "start": 2133.84, "end": 2161.94, "text": "التسعة و التمن تمام فإذا هذا هي الحل بشكل أساسي تمام الحقيقة الحل هذا مناسب لما يكون أنا فعليا المسألة بسيطة و جادر أتحرك فيها جادرين أتحرك فيها و عندي heuristic واضحة عنده heuristic واضحة بس مش بضروري أعمل ال heuristic هذا عندي واضحة أنه عندي ال H وعندي ال G وعندي .. يمكن تكون هي عبارة عن function و بس", "tokens": [6027, 2655, 3794, 27884, 4032, 16712, 27842, 46811, 10943, 6156, 28814, 15730, 23758, 39896, 21542, 1211, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 46811, 10943, 21542, 38436, 28671, 21542, 1211, 23758, 3714, 8315, 35457, 5296, 15042, 7251, 30544, 41850, 6156, 3615, 20292, 995, 9673, 3794, 10721, 37977, 4724, 3794, 1829, 9566, 3660, 4032, 10874, 18513, 2288, 5551, 2655, 5016, 31747, 8978, 11296, 10874, 18513, 2288, 9957, 5551, 2655, 5016, 31747, 8978, 11296, 4032, 18871, 16254, 415, 374, 3142, 4032, 46958, 5016, 3660, 43242, 3224, 415, 374, 3142, 4032, 46958, 5016, 3660, 4724, 3794, 37893, 4724, 11242, 2288, 13063, 1829, 5551, 25957, 1211, 2423, 415, 374, 3142, 23758, 18871, 16254, 4032, 46958, 5016, 3660, 14739, 3224, 18871, 16254, 2423, 389, 4032, 3615, 1863, 16254, 2423, 460, 4032, 3615, 1863, 16254, 4386, 7251, 43020, 6055, 30544, 39896, 6225, 3555, 9640, 3660, 18871, 2445, 4032, 4724, 3794], "avg_logprob": -0.17877154679133975, "compression_ratio": 2.0278884462151394, "no_speech_prob": 2.682209014892578e-06, "words": [{"start": 2133.84, "end": 2134.44, "word": "التسعة", "probability": 0.752197265625}, {"start": 2134.44, "end": 2134.52, "word": " و", "probability": 0.71142578125}, {"start": 2134.52, "end": 2134.68, "word": " التمن", "probability": 0.6136474609375}, {"start": 2134.68, "end": 2135.04, "word": " تمام", "probability": 0.7081298828125}, {"start": 2135.04, "end": 2136.2, "word": " فإذا", "probability": 0.8072916666666666}, {"start": 2136.2, "end": 2136.84, "word": " هذا", "probability": 0.54638671875}, {"start": 2136.84, "end": 2136.98, "word": " هي", "probability": 0.9697265625}, {"start": 2136.98, "end": 2137.38, "word": " الحل", "probability": 0.87060546875}, {"start": 2137.38, "end": 2137.72, "word": " بشكل", "probability": 0.904296875}, {"start": 2137.72, "end": 2138.2, "word": " أساسي", "probability": 0.9765625}, {"start": 2138.2, "end": 2139.1, "word": " تمام", "probability": 0.880859375}, {"start": 2139.1, "end": 2142.46, "word": " الحقيقة", "probability": 0.9786783854166666}, {"start": 2142.46, "end": 2142.8, "word": " الحل", "probability": 0.83984375}, {"start": 2142.8, "end": 2143.2, "word": " هذا", "probability": 0.9091796875}, {"start": 2143.2, "end": 2144.5, "word": " مناسب", "probability": 0.9558919270833334}, {"start": 2144.5, "end": 2145.26, "word": " لما", "probability": 0.94873046875}, {"start": 2145.26, "end": 2145.78, "word": " يكون", "probability": 0.980224609375}, {"start": 2145.78, "end": 2146.42, "word": " أنا", "probability": 0.7060546875}, {"start": 2146.42, "end": 2147.12, "word": " فعليا", "probability": 0.931884765625}, {"start": 2147.12, "end": 2149.12, "word": " المسألة", "probability": 0.958740234375}, {"start": 2149.12, "end": 2149.72, "word": " بسيطة", "probability": 0.98837890625}, {"start": 2149.72, "end": 2150.12, "word": " و", "probability": 0.728515625}, {"start": 2150.12, "end": 2150.36, "word": " جادر", "probability": 0.7569986979166666}, {"start": 2150.36, "end": 2150.76, "word": " أتحرك", "probability": 0.9046630859375}, {"start": 2150.76, "end": 2151.14, "word": " فيها", "probability": 0.99169921875}, {"start": 2151.14, "end": 2151.9, "word": " جادرين", "probability": 0.77423095703125}, {"start": 2151.9, "end": 2152.22, "word": " أتحرك", "probability": 0.9349365234375}, {"start": 2152.22, "end": 2152.4, "word": " فيها", "probability": 0.98681640625}, {"start": 2152.4, "end": 2152.46, "word": " و", "probability": 0.96484375}, {"start": 2152.46, "end": 2152.66, "word": " عندي", "probability": 0.761962890625}, {"start": 2152.66, "end": 2153.1, "word": " heuristic", "probability": 0.775146484375}, {"start": 2153.1, "end": 2153.84, "word": " واضحة", "probability": 0.919677734375}, {"start": 2153.84, "end": 2154.6, "word": " عنده", "probability": 0.570068359375}, {"start": 2154.6, "end": 2154.96, "word": " heuristic", "probability": 0.9456380208333334}, {"start": 2154.96, "end": 2155.44, "word": " واضحة", "probability": 0.9876708984375}, {"start": 2155.44, "end": 2155.78, "word": " بس", "probability": 0.940185546875}, {"start": 2155.78, "end": 2156.0, "word": " مش", "probability": 0.98193359375}, {"start": 2156.0, "end": 2156.44, "word": " بضروري", "probability": 0.81650390625}, {"start": 2156.44, "end": 2156.64, "word": " أعمل", "probability": 0.6916097005208334}, {"start": 2156.64, "end": 2156.72, "word": " ال", "probability": 0.53369140625}, {"start": 2156.72, "end": 2157.0, "word": " heuristic", "probability": 0.9052734375}, {"start": 2157.0, "end": 2157.2, "word": " هذا", "probability": 0.218017578125}, {"start": 2157.2, "end": 2157.44, "word": " عندي", "probability": 0.85498046875}, {"start": 2157.44, "end": 2158.06, "word": " واضحة", "probability": 0.983154296875}, {"start": 2158.06, "end": 2158.36, "word": " أنه", "probability": 0.6392822265625}, {"start": 2158.36, "end": 2158.56, "word": " عندي", "probability": 0.88916015625}, {"start": 2158.56, "end": 2158.68, "word": " ال", "probability": 0.966796875}, {"start": 2158.68, "end": 2158.88, "word": " H", "probability": 0.57177734375}, {"start": 2158.88, "end": 2159.18, "word": " وعندي", "probability": 0.844482421875}, {"start": 2159.18, "end": 2159.3, "word": " ال", "probability": 0.89599609375}, {"start": 2159.3, "end": 2159.5, "word": " G", "probability": 0.9248046875}, {"start": 2159.5, "end": 2159.84, "word": " وعندي", "probability": 0.9356689453125}, {"start": 2159.84, "end": 2160.06, "word": " ..", "probability": 0.69091796875}, {"start": 2160.06, "end": 2160.38, "word": " يمكن", "probability": 0.823486328125}, {"start": 2160.38, "end": 2160.66, "word": " تكون", "probability": 0.96630859375}, {"start": 2160.66, "end": 2160.82, "word": " هي", "probability": 0.69140625}, {"start": 2160.82, "end": 2161.08, "word": " عبارة", "probability": 0.996337890625}, {"start": 2161.08, "end": 2161.22, "word": " عن", "probability": 0.99853515625}, {"start": 2161.22, "end": 2161.56, "word": " function", "probability": 0.943359375}, {"start": 2161.56, "end": 2161.7, "word": " و", "probability": 0.64990234375}, {"start": 2161.7, "end": 2161.94, "word": " بس", "probability": 0.916015625}], "temperature": 1.0}, {"id": 85, "seek": 219206, "start": 2162.78, "end": 2192.06, "text": "بمعنى إنه لازم الحل يكون قادر إنه يشتغلنا على function F of X و F of X هذا يقولّك بدنا الحل طبعها، إيش يعني بدنا حلها؟ معناته، بدي أفضل قيمة إلها، و أفضل قيمة مالهاش إلا معناين، أحد معناين، يا إما maximum يا minimum فإذا ال function هذه لواحدة من الدوال الكتيرة اللي خاصة بمين بال performance", "tokens": [3555, 2304, 3615, 1863, 7578, 36145, 3224, 5296, 31377, 2304, 21542, 1211, 7251, 30544, 12174, 18513, 2288, 36145, 3224, 7251, 8592, 2655, 17082, 1211, 8315, 15844, 2445, 479, 295, 1783, 4032, 479, 295, 1783, 23758, 7251, 39648, 11703, 4117, 47525, 8315, 21542, 1211, 23032, 3555, 3615, 11296, 12399, 11933, 1829, 8592, 37495, 22653, 47525, 8315, 11331, 1211, 11296, 22807, 20449, 8315, 47395, 12399, 4724, 16254, 5551, 5172, 11242, 1211, 12174, 32640, 3660, 11933, 1211, 11296, 12399, 4032, 5551, 5172, 11242, 1211, 12174, 32640, 3660, 3714, 6027, 3224, 33599, 11933, 15040, 20449, 8315, 9957, 12399, 5551, 24401, 20449, 8315, 9957, 12399, 35186, 11933, 15042, 6674, 35186, 7285, 6156, 28814, 15730, 2423, 2445, 29538, 5296, 14407, 24401, 3660, 9154, 32748, 2407, 6027, 33251, 2655, 48923, 13672, 1829, 16490, 33546, 3660, 4724, 2304, 9957, 20666, 3389], "avg_logprob": -0.14773787157749063, "compression_ratio": 1.7481751824817517, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2162.78, "end": 2163.28, "word": "بمعنى", "probability": 0.971484375}, {"start": 2163.28, "end": 2163.88, "word": " إنه", "probability": 0.683349609375}, {"start": 2163.88, "end": 2164.18, "word": " لازم", "probability": 0.9894205729166666}, {"start": 2164.18, "end": 2164.62, "word": " الحل", "probability": 0.987548828125}, {"start": 2164.62, "end": 2165.44, "word": " يكون", "probability": 0.989501953125}, {"start": 2165.44, "end": 2166.1, "word": " قادر", "probability": 0.9925130208333334}, {"start": 2166.1, "end": 2166.38, "word": " إنه", "probability": 0.847900390625}, {"start": 2166.38, "end": 2167.04, "word": " يشتغلنا", "probability": 0.9617513020833334}, {"start": 2167.04, "end": 2167.22, "word": " على", "probability": 0.8369140625}, {"start": 2167.22, "end": 2167.66, "word": " function", "probability": 0.93212890625}, {"start": 2167.66, "end": 2168.54, "word": " F", "probability": 0.29443359375}, {"start": 2168.54, "end": 2168.7, "word": " of", "probability": 0.5341796875}, {"start": 2168.7, "end": 2169.0, "word": " X", "probability": 0.9638671875}, {"start": 2169.0, "end": 2170.28, "word": " و", "probability": 0.619140625}, {"start": 2170.28, "end": 2170.42, "word": " F", "probability": 0.78173828125}, {"start": 2170.42, "end": 2170.56, "word": " of", "probability": 0.96142578125}, {"start": 2170.56, "end": 2170.74, "word": " X", "probability": 0.99560546875}, {"start": 2170.74, "end": 2170.92, "word": " هذا", "probability": 0.62060546875}, {"start": 2170.92, "end": 2171.34, "word": " يقولّك", "probability": 0.82183837890625}, {"start": 2171.34, "end": 2172.06, "word": " بدنا", "probability": 0.84716796875}, {"start": 2172.06, "end": 2172.34, "word": " الحل", "probability": 0.862060546875}, {"start": 2172.34, "end": 2173.0, "word": " طبعها،", "probability": 0.700537109375}, {"start": 2173.0, "end": 2173.08, "word": " إيش", "probability": 0.8375651041666666}, {"start": 2173.08, "end": 2173.22, "word": " يعني", "probability": 0.93603515625}, {"start": 2173.22, "end": 2173.46, "word": " بدنا", "probability": 0.965087890625}, {"start": 2173.46, "end": 2174.7, "word": " حلها؟", "probability": 0.9532470703125}, {"start": 2174.7, "end": 2175.72, "word": " معناته،", "probability": 0.81719970703125}, {"start": 2175.72, "end": 2176.02, "word": " بدي", "probability": 0.79052734375}, {"start": 2176.02, "end": 2176.6, "word": " أفضل", "probability": 0.998046875}, {"start": 2176.6, "end": 2177.04, "word": " قيمة", "probability": 0.9952799479166666}, {"start": 2177.04, "end": 2177.76, "word": " إلها،", "probability": 0.8118896484375}, {"start": 2177.76, "end": 2177.88, "word": " و", "probability": 0.59033203125}, {"start": 2177.88, "end": 2178.12, "word": " أفضل", "probability": 0.9647216796875}, {"start": 2178.12, "end": 2178.82, "word": " قيمة", "probability": 0.8351236979166666}, {"start": 2178.82, "end": 2179.44, "word": " مالهاش", "probability": 0.8433837890625}, {"start": 2179.44, "end": 2179.62, "word": " إلا", "probability": 0.96923828125}, {"start": 2179.62, "end": 2181.08, "word": " معناين،", "probability": 0.799072265625}, {"start": 2181.08, "end": 2181.34, "word": " أحد", "probability": 0.90576171875}, {"start": 2181.34, "end": 2182.32, "word": " معناين،", "probability": 0.9637451171875}, {"start": 2182.32, "end": 2182.48, "word": " يا", "probability": 0.794921875}, {"start": 2182.48, "end": 2182.68, "word": " إما", "probability": 0.92724609375}, {"start": 2182.68, "end": 2183.12, "word": " maximum", "probability": 0.95166015625}, {"start": 2183.12, "end": 2183.96, "word": " يا", "probability": 0.68603515625}, {"start": 2183.96, "end": 2184.28, "word": " minimum", "probability": 0.93896484375}, {"start": 2184.28, "end": 2185.9, "word": " فإذا", "probability": 0.8893229166666666}, {"start": 2185.9, "end": 2186.04, "word": " ال", "probability": 0.98681640625}, {"start": 2186.04, "end": 2186.32, "word": " function", "probability": 0.8447265625}, {"start": 2186.32, "end": 2186.74, "word": " هذه", "probability": 0.79931640625}, {"start": 2186.74, "end": 2187.5, "word": " لواحدة", "probability": 0.861572265625}, {"start": 2187.5, "end": 2187.78, "word": " من", "probability": 0.99609375}, {"start": 2187.78, "end": 2188.78, "word": " الدوال", "probability": 0.9220377604166666}, {"start": 2188.78, "end": 2189.3, "word": " الكتيرة", "probability": 0.9339192708333334}, {"start": 2189.3, "end": 2189.78, "word": " اللي", "probability": 0.8486328125}, {"start": 2189.78, "end": 2190.22, "word": " خاصة", "probability": 0.95263671875}, {"start": 2190.22, "end": 2190.56, "word": " بمين", "probability": 0.9391276041666666}, {"start": 2190.56, "end": 2191.42, "word": " بال", "probability": 0.63525390625}, {"start": 2191.42, "end": 2192.06, "word": " performance", "probability": 0.908203125}], "temperature": 1.0}, {"id": 86, "seek": 220442, "start": 2194.2, "end": 2204.42, "text": "ربح، عوائد مالية، تميز، كل هذه بتنحط كلها في package بسميها ال performance فمعنى ذلك بدي أعمل لها maximize", "tokens": [25513, 5016, 12399, 6225, 2407, 16373, 3215, 3714, 6027, 10632, 12399, 46811, 1829, 11622, 12399, 28242, 29538, 39894, 1863, 5016, 9566, 28242, 11296, 8978, 7372, 4724, 38251, 1829, 11296, 2423, 3389, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 4724, 16254, 5551, 25957, 1211, 5296, 11296, 19874], "avg_logprob": -0.16938164957026217, "compression_ratio": 1.2352941176470589, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2194.2, "end": 2195.0, "word": "ربح،", "probability": 0.7766927083333334}, {"start": 2195.0, "end": 2195.66, "word": " عوائد", "probability": 0.916259765625}, {"start": 2195.66, "end": 2196.96, "word": " مالية،", "probability": 0.9815673828125}, {"start": 2196.96, "end": 2198.46, "word": " تميز،", "probability": 0.7972412109375}, {"start": 2198.46, "end": 2198.66, "word": " كل", "probability": 0.869140625}, {"start": 2198.66, "end": 2198.94, "word": " هذه", "probability": 0.31298828125}, {"start": 2198.94, "end": 2199.46, "word": " بتنحط", "probability": 0.873046875}, {"start": 2199.46, "end": 2199.68, "word": " كلها", "probability": 0.763671875}, {"start": 2199.68, "end": 2199.8, "word": " في", "probability": 0.951171875}, {"start": 2199.8, "end": 2200.2, "word": " package", "probability": 0.923828125}, {"start": 2200.2, "end": 2200.84, "word": " بسميها", "probability": 0.8399658203125}, {"start": 2200.84, "end": 2200.92, "word": " ال", "probability": 0.8759765625}, {"start": 2200.92, "end": 2201.36, "word": " performance", "probability": 0.8828125}, {"start": 2201.36, "end": 2202.7, "word": " فمعنى", "probability": 0.9123046875}, {"start": 2202.7, "end": 2202.88, "word": " ذلك", "probability": 0.986083984375}, {"start": 2202.88, "end": 2203.12, "word": " بدي", "probability": 0.85107421875}, {"start": 2203.12, "end": 2203.42, "word": " أعمل", "probability": 0.8670247395833334}, {"start": 2203.42, "end": 2203.68, "word": " لها", "probability": 0.908447265625}, {"start": 2203.68, "end": 2204.42, "word": " maximize", "probability": 0.75732421875}], "temperature": 1.0}, {"id": 87, "seek": 223104, "start": 2207.48, "end": 2231.04, "text": "طيب أما إذا كانت ال function هذه هي تعبّر عن شغلة من شغلات ال cost التكلفة ال energy used الحاجات هذه اللي أنا لأ بدي أحافظ عليها أقل ما يمكن اللي هي الطاقة المستهلكة مثلا كل هذه إذا ال function هذه تعبّر عن واحدة من هذه ال terms اللي بتنحط مع سلة ال cost تكلفة معناته بحاول أدورلها على minimized", "tokens": [9566, 1829, 3555, 5551, 15042, 11933, 15730, 25961, 2655, 2423, 2445, 29538, 39896, 37279, 3555, 11703, 2288, 18871, 13412, 17082, 37977, 9154, 13412, 17082, 1211, 9307, 2423, 2063, 16712, 28820, 5172, 3660, 2423, 2281, 1143, 21542, 26108, 9307, 29538, 13672, 1829, 41850, 5296, 10721, 4724, 16254, 5551, 5016, 31845, 19913, 25894, 11296, 5551, 4587, 1211, 19446, 7251, 43020, 13672, 1829, 39896, 41950, 995, 28671, 9673, 14851, 3224, 23275, 3660, 50113, 15040, 28242, 29538, 11933, 15730, 2423, 2445, 29538, 37279, 3555, 11703, 2288, 18871, 36764, 24401, 3660, 9154, 29538, 2423, 2115, 13672, 1829, 39894, 1863, 5016, 9566, 20449, 8608, 37977, 2423, 2063, 6055, 28820, 5172, 3660, 20449, 8315, 47395, 4724, 5016, 995, 12610, 5551, 3215, 13063, 1211, 11296, 15844, 4464, 1602], "avg_logprob": -0.12874483569594455, "compression_ratio": 1.8511450381679388, "no_speech_prob": 1.7881393432617188e-06, "words": [{"start": 2207.48, "end": 2207.8, "word": "طيب", "probability": 0.92626953125}, {"start": 2207.8, "end": 2208.08, "word": " أما", "probability": 0.71240234375}, {"start": 2208.08, "end": 2208.26, "word": " إذا", "probability": 0.899169921875}, {"start": 2208.26, "end": 2208.54, "word": " كانت", "probability": 0.9755859375}, {"start": 2208.54, "end": 2208.64, "word": " ال", "probability": 0.9853515625}, {"start": 2208.64, "end": 2208.92, "word": " function", "probability": 0.736328125}, {"start": 2208.92, "end": 2209.2, "word": " هذه", "probability": 0.67626953125}, {"start": 2209.2, "end": 2209.36, "word": " هي", "probability": 0.462646484375}, {"start": 2209.36, "end": 2209.84, "word": " تعبّر", "probability": 0.72607421875}, {"start": 2209.84, "end": 2210.02, "word": " عن", "probability": 0.93115234375}, {"start": 2210.02, "end": 2210.4, "word": " شغلة", "probability": 0.9191080729166666}, {"start": 2210.4, "end": 2210.56, "word": " من", "probability": 0.93701171875}, {"start": 2210.56, "end": 2211.36, "word": " شغلات", "probability": 0.9703369140625}, {"start": 2211.36, "end": 2211.54, "word": " ال", "probability": 0.97998046875}, {"start": 2211.54, "end": 2211.92, "word": " cost", "probability": 0.796875}, {"start": 2211.92, "end": 2213.04, "word": " التكلفة", "probability": 0.8756103515625}, {"start": 2213.04, "end": 2213.64, "word": " ال", "probability": 0.95068359375}, {"start": 2213.64, "end": 2214.72, "word": " energy", "probability": 0.64599609375}, {"start": 2214.72, "end": 2215.54, "word": " used", "probability": 0.9267578125}, {"start": 2215.54, "end": 2216.74, "word": " الحاجات", "probability": 0.93408203125}, {"start": 2216.74, "end": 2216.94, "word": " هذه", "probability": 0.861328125}, {"start": 2216.94, "end": 2217.04, "word": " اللي", "probability": 0.978515625}, {"start": 2217.04, "end": 2217.14, "word": " أنا", "probability": 0.67626953125}, {"start": 2217.14, "end": 2217.26, "word": " لأ", "probability": 0.814697265625}, {"start": 2217.26, "end": 2217.42, "word": " بدي", "probability": 0.612060546875}, {"start": 2217.42, "end": 2217.86, "word": " أحافظ", "probability": 0.9361572265625}, {"start": 2217.86, "end": 2218.1, "word": " عليها", "probability": 0.99658203125}, {"start": 2218.1, "end": 2218.46, "word": " أقل", "probability": 0.978515625}, {"start": 2218.46, "end": 2218.6, "word": " ما", "probability": 0.92529296875}, {"start": 2218.6, "end": 2219.04, "word": " يمكن", "probability": 0.975341796875}, {"start": 2219.04, "end": 2219.42, "word": " اللي", "probability": 0.54217529296875}, {"start": 2219.42, "end": 2219.48, "word": " هي", "probability": 0.91552734375}, {"start": 2219.48, "end": 2219.7, "word": " الطاقة", "probability": 0.9423828125}, {"start": 2219.7, "end": 2220.26, "word": " المستهلكة", "probability": 0.97568359375}, {"start": 2220.26, "end": 2220.56, "word": " مثلا", "probability": 0.986572265625}, {"start": 2220.56, "end": 2221.48, "word": " كل", "probability": 0.6396484375}, {"start": 2221.48, "end": 2221.82, "word": " هذه", "probability": 0.85546875}, {"start": 2221.82, "end": 2222.26, "word": " إذا", "probability": 0.94580078125}, {"start": 2222.26, "end": 2222.38, "word": " ال", "probability": 0.98291015625}, {"start": 2222.38, "end": 2222.62, "word": " function", "probability": 0.947265625}, {"start": 2222.62, "end": 2222.84, "word": " هذه", "probability": 0.89892578125}, {"start": 2222.84, "end": 2223.26, "word": " تعبّر", "probability": 0.95947265625}, {"start": 2223.26, "end": 2223.36, "word": " عن", "probability": 0.8662109375}, {"start": 2223.36, "end": 2223.62, "word": " واحدة", "probability": 0.9822591145833334}, {"start": 2223.62, "end": 2223.74, "word": " من", "probability": 0.9951171875}, {"start": 2223.74, "end": 2224.08, "word": " هذه", "probability": 0.92578125}, {"start": 2224.08, "end": 2224.58, "word": " ال", "probability": 0.93505859375}, {"start": 2224.58, "end": 2225.06, "word": " terms", "probability": 0.927734375}, {"start": 2225.06, "end": 2225.42, "word": " اللي", "probability": 0.97900390625}, {"start": 2225.42, "end": 2225.8, "word": " بتنحط", "probability": 0.9002685546875}, {"start": 2225.8, "end": 2225.94, "word": " مع", "probability": 0.9951171875}, {"start": 2225.94, "end": 2226.22, "word": " سلة", "probability": 0.989501953125}, {"start": 2226.22, "end": 2226.48, "word": " ال", "probability": 0.9453125}, {"start": 2226.48, "end": 2226.9, "word": " cost", "probability": 0.89453125}, {"start": 2226.9, "end": 2227.78, "word": " تكلفة", "probability": 0.9263916015625}, {"start": 2227.78, "end": 2228.32, "word": " معناته", "probability": 0.94091796875}, {"start": 2228.32, "end": 2228.72, "word": " بحاول", "probability": 0.9852294921875}, {"start": 2228.72, "end": 2229.26, "word": " أدورلها", "probability": 0.89306640625}, {"start": 2229.26, "end": 2229.52, "word": " على", "probability": 0.92333984375}, {"start": 2229.52, "end": 2231.04, "word": " minimized", "probability": 0.897705078125}], "temperature": 1.0}, {"id": 88, "seek": 225889, "start": 2232.17, "end": 2258.89, "text": "أدور على الـ minimized value اللي هي الـ optimal بس ال optimal هنا بتاخد المعنى هنا optimal معناته ان هي يا maximum يا minimum وعشان هيك in general احنا بسميها optimal وخلاص بغض النظر أنا بدور على maximum ولا بدور على minimum ناخد في بالنا ان انتوا زمان في ال calculus كنتوا تحلوها باستخدام ال derivative مش هيك كنتوا تجيبوا first derivative و equal to zero و تقولوا هدي", "tokens": [10721, 3215, 13063, 15844, 2423, 39184, 4464, 1602, 2158, 13672, 1829, 39896, 2423, 39184, 16252, 4724, 3794, 2423, 16252, 34105, 39894, 47283, 3215, 9673, 3615, 1863, 7578, 34105, 16252, 20449, 8315, 47395, 16472, 39896, 35186, 6674, 35186, 7285, 4032, 3615, 8592, 7649, 39896, 4117, 294, 2674, 1975, 5016, 8315, 4724, 38251, 1829, 11296, 16252, 4032, 9778, 1211, 33546, 4724, 17082, 11242, 28239, 19913, 2288, 41850, 47525, 13063, 15844, 6674, 49429, 47525, 13063, 15844, 7285, 8717, 47283, 3215, 8978, 20666, 8315, 16472, 16472, 2655, 14407, 30767, 2304, 7649, 8978, 2423, 33400, 9122, 29399, 14407, 6055, 5016, 1211, 2407, 11296, 4724, 995, 14851, 9778, 3215, 10943, 2423, 13760, 37893, 39896, 4117, 9122, 29399, 14407, 6055, 7435, 1829, 3555, 14407, 700, 13760, 4032, 2681, 281, 4018, 4032, 6055, 39648, 14407, 8032, 16254], "avg_logprob": -0.14543268772271964, "compression_ratio": 1.9195804195804196, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 2232.17, "end": 2232.57, "word": "أدور", "probability": 0.8076171875}, {"start": 2232.57, "end": 2232.75, "word": " على", "probability": 0.8935546875}, {"start": 2232.75, "end": 2232.93, "word": " الـ", "probability": 0.886962890625}, {"start": 2232.93, "end": 2233.35, "word": " minimized", "probability": 0.494384765625}, {"start": 2233.35, "end": 2233.75, "word": " value", "probability": 0.97802734375}, {"start": 2233.75, "end": 2234.31, "word": " اللي", "probability": 0.867919921875}, {"start": 2234.31, "end": 2234.53, "word": " هي", "probability": 0.94091796875}, {"start": 2234.53, "end": 2234.77, "word": " الـ", "probability": 0.779296875}, {"start": 2234.77, "end": 2235.11, "word": " optimal", "probability": 0.8916015625}, {"start": 2235.11, "end": 2235.73, "word": " بس", "probability": 0.932861328125}, {"start": 2235.73, "end": 2235.87, "word": " ال", "probability": 0.974609375}, {"start": 2235.87, "end": 2236.15, "word": " optimal", "probability": 0.72216796875}, {"start": 2236.15, "end": 2236.45, "word": " هنا", "probability": 0.98046875}, {"start": 2236.45, "end": 2237.17, "word": " بتاخد", "probability": 0.9235026041666666}, {"start": 2237.17, "end": 2237.51, "word": " المعنى", "probability": 0.9613037109375}, {"start": 2237.51, "end": 2237.75, "word": " هنا", "probability": 0.5234375}, {"start": 2237.75, "end": 2238.63, "word": " optimal", "probability": 0.705078125}, {"start": 2238.63, "end": 2239.07, "word": " معناته", "probability": 0.9327799479166666}, {"start": 2239.07, "end": 2239.17, "word": " ان", "probability": 0.387939453125}, {"start": 2239.17, "end": 2239.31, "word": " هي", "probability": 0.6669921875}, {"start": 2239.31, "end": 2239.43, "word": " يا", "probability": 0.46826171875}, {"start": 2239.43, "end": 2239.73, "word": " maximum", "probability": 0.93505859375}, {"start": 2239.73, "end": 2239.89, "word": " يا", "probability": 0.837890625}, {"start": 2239.89, "end": 2240.21, "word": " minimum", "probability": 0.9638671875}, {"start": 2240.21, "end": 2240.83, "word": " وعشان", "probability": 0.8875732421875}, {"start": 2240.83, "end": 2241.17, "word": " هيك", "probability": 0.9384765625}, {"start": 2241.17, "end": 2241.91, "word": " in", "probability": 0.78857421875}, {"start": 2241.91, "end": 2242.29, "word": " general", "probability": 0.93359375}, {"start": 2242.29, "end": 2242.49, "word": " احنا", "probability": 0.8902994791666666}, {"start": 2242.49, "end": 2242.87, "word": " بسميها", "probability": 0.852294921875}, {"start": 2242.87, "end": 2243.15, "word": " optimal", "probability": 0.92919921875}, {"start": 2243.15, "end": 2243.67, "word": " وخلاص", "probability": 0.9041748046875}, {"start": 2243.67, "end": 2244.71, "word": " بغض", "probability": 0.9248046875}, {"start": 2244.71, "end": 2245.01, "word": " النظر", "probability": 0.9930013020833334}, {"start": 2245.01, "end": 2245.13, "word": " أنا", "probability": 0.677734375}, {"start": 2245.13, "end": 2245.39, "word": " بدور", "probability": 0.870849609375}, {"start": 2245.39, "end": 2245.55, "word": " على", "probability": 0.93359375}, {"start": 2245.55, "end": 2245.87, "word": " maximum", "probability": 0.984375}, {"start": 2245.87, "end": 2246.09, "word": " ولا", "probability": 0.78076171875}, {"start": 2246.09, "end": 2246.43, "word": " بدور", "probability": 0.94775390625}, {"start": 2246.43, "end": 2246.69, "word": " على", "probability": 0.955078125}, {"start": 2246.69, "end": 2247.57, "word": " minimum", "probability": 0.97998046875}, {"start": 2247.57, "end": 2248.79, "word": " ناخد", "probability": 0.9723307291666666}, {"start": 2248.79, "end": 2248.93, "word": " في", "probability": 0.93212890625}, {"start": 2248.93, "end": 2249.25, "word": " بالنا", "probability": 0.95068359375}, {"start": 2249.25, "end": 2249.77, "word": " ان", "probability": 0.46923828125}, {"start": 2249.77, "end": 2249.99, "word": " انتوا", "probability": 0.921875}, {"start": 2249.99, "end": 2250.35, "word": " زمان", "probability": 0.9861653645833334}, {"start": 2250.35, "end": 2251.33, "word": " في", "probability": 0.95068359375}, {"start": 2251.33, "end": 2251.45, "word": " ال", "probability": 0.8740234375}, {"start": 2251.45, "end": 2251.69, "word": " calculus", "probability": 0.92724609375}, {"start": 2251.69, "end": 2252.03, "word": " كنتوا", "probability": 0.9835611979166666}, {"start": 2252.03, "end": 2252.45, "word": " تحلوها", "probability": 0.9748046875}, {"start": 2252.45, "end": 2253.27, "word": " باستخدام", "probability": 0.9775390625}, {"start": 2253.27, "end": 2253.53, "word": " ال", "probability": 0.9638671875}, {"start": 2253.53, "end": 2254.19, "word": " derivative", "probability": 0.91064453125}, {"start": 2254.19, "end": 2255.01, "word": " مش", "probability": 0.87255859375}, {"start": 2255.01, "end": 2255.33, "word": " هيك", "probability": 0.950927734375}, {"start": 2255.33, "end": 2255.83, "word": " كنتوا", "probability": 0.79541015625}, {"start": 2255.83, "end": 2256.05, "word": " تجيبوا", "probability": 0.98583984375}, {"start": 2256.05, "end": 2256.27, "word": " first", "probability": 0.87890625}, {"start": 2256.27, "end": 2256.85, "word": " derivative", "probability": 0.93603515625}, {"start": 2256.85, "end": 2257.21, "word": " و", "probability": 0.76025390625}, {"start": 2257.21, "end": 2257.41, "word": " equal", "probability": 0.72900390625}, {"start": 2257.41, "end": 2257.61, "word": " to", "probability": 0.984375}, {"start": 2257.61, "end": 2257.95, "word": " zero", "probability": 0.611328125}, {"start": 2257.95, "end": 2258.39, "word": " و", "probability": 0.82373046875}, {"start": 2258.39, "end": 2258.65, "word": " تقولوا", "probability": 0.9322916666666666}, {"start": 2258.65, "end": 2258.89, "word": " هدي", "probability": 0.51904296875}], "temperature": 1.0}, {"id": 89, "seek": 228619, "start": 2259.97, "end": 2286.19, "text": "optimal لأ بنفعش نقول optimal هنا بنسميها stationary point stationary point إيش يعني stationary point بمعنى إنه هي ممكن إلها تلت احتمالات مش احتمالين زي ما كنا بدنا ياها لل optimal optimal احتمالين يا maximum يا minimum okay بضغط إذا هي فعلا optimal بفهم إنه هي يا maximum يا minimum فهي حل انتهى لكن لما بقول stationary point هي يا maximum يا minimum يا inflection point", "tokens": [5747, 10650, 5296, 10721, 44945, 5172, 3615, 8592, 8717, 39648, 16252, 34105, 44945, 38251, 1829, 11296, 30452, 935, 30452, 935, 11933, 1829, 8592, 37495, 22653, 30452, 935, 4724, 2304, 3615, 1863, 7578, 36145, 3224, 39896, 3714, 43020, 11933, 1211, 11296, 6055, 1211, 2655, 1975, 33753, 2304, 6027, 9307, 37893, 1975, 33753, 2304, 6027, 9957, 30767, 1829, 19446, 9122, 8315, 47525, 8315, 35186, 11296, 24976, 16252, 16252, 1975, 33753, 2304, 6027, 9957, 35186, 6674, 35186, 7285, 1392, 4724, 11242, 17082, 9566, 11933, 15730, 39896, 6156, 3615, 15040, 16252, 4724, 5172, 16095, 36145, 3224, 39896, 35186, 6674, 35186, 7285, 6156, 3224, 1829, 11331, 1211, 16472, 47395, 7578, 44381, 5296, 15042, 4724, 39648, 30452, 935, 39896, 35186, 6674, 35186, 7285, 35186, 1536, 5450, 935], "avg_logprob": -0.15240779201515386, "compression_ratio": 2.100806451612903, "no_speech_prob": 3.993511199951172e-06, "words": [{"start": 2259.97, "end": 2260.53, "word": "optimal", "probability": 0.941650390625}, {"start": 2260.53, "end": 2261.05, "word": " لأ", "probability": 0.679443359375}, {"start": 2261.05, "end": 2261.47, "word": " بنفعش", "probability": 0.825439453125}, {"start": 2261.47, "end": 2261.65, "word": " نقول", "probability": 0.935791015625}, {"start": 2261.65, "end": 2261.97, "word": " optimal", "probability": 0.908203125}, {"start": 2261.97, "end": 2262.23, "word": " هنا", "probability": 0.98486328125}, {"start": 2262.23, "end": 2262.97, "word": " بنسميها", "probability": 0.886474609375}, {"start": 2262.97, "end": 2263.59, "word": " stationary", "probability": 0.9248046875}, {"start": 2263.59, "end": 2264.23, "word": " point", "probability": 0.986328125}, {"start": 2264.23, "end": 2265.89, "word": " stationary", "probability": 0.6767578125}, {"start": 2265.89, "end": 2266.47, "word": " point", "probability": 0.990234375}, {"start": 2266.47, "end": 2266.83, "word": " إيش", "probability": 0.8064778645833334}, {"start": 2266.83, "end": 2266.99, "word": " يعني", "probability": 0.910888671875}, {"start": 2266.99, "end": 2267.31, "word": " stationary", "probability": 0.98779296875}, {"start": 2267.31, "end": 2267.59, "word": " point", "probability": 0.99072265625}, {"start": 2267.59, "end": 2268.07, "word": " بمعنى", "probability": 0.85693359375}, {"start": 2268.07, "end": 2268.55, "word": " إنه", "probability": 0.723876953125}, {"start": 2268.55, "end": 2268.79, "word": " هي", "probability": 0.38623046875}, {"start": 2268.79, "end": 2269.53, "word": " ممكن", "probability": 0.983154296875}, {"start": 2269.53, "end": 2269.75, "word": " إلها", "probability": 0.7229817708333334}, {"start": 2269.75, "end": 2270.03, "word": " تلت", "probability": 0.90966796875}, {"start": 2270.03, "end": 2270.59, "word": " احتمالات", "probability": 0.89658203125}, {"start": 2270.59, "end": 2270.75, "word": " مش", "probability": 0.9697265625}, {"start": 2270.75, "end": 2271.31, "word": " احتمالين", "probability": 0.9095703125}, {"start": 2271.31, "end": 2271.49, "word": " زي", "probability": 0.988525390625}, {"start": 2271.49, "end": 2271.59, "word": " ما", "probability": 0.98193359375}, {"start": 2271.59, "end": 2271.79, "word": " كنا", "probability": 0.97802734375}, {"start": 2271.79, "end": 2271.97, "word": " بدنا", "probability": 0.95068359375}, {"start": 2271.97, "end": 2272.15, "word": " ياها", "probability": 0.5950927734375}, {"start": 2272.15, "end": 2272.25, "word": " لل", "probability": 0.91552734375}, {"start": 2272.25, "end": 2272.51, "word": " optimal", "probability": 0.765625}, {"start": 2272.51, "end": 2273.17, "word": " optimal", "probability": 0.76806640625}, {"start": 2273.17, "end": 2273.93, "word": " احتمالين", "probability": 0.97626953125}, {"start": 2273.93, "end": 2274.17, "word": " يا", "probability": 0.69482421875}, {"start": 2274.17, "end": 2274.45, "word": " maximum", "probability": 0.9775390625}, {"start": 2274.45, "end": 2274.63, "word": " يا", "probability": 0.966796875}, {"start": 2274.63, "end": 2274.93, "word": " minimum", "probability": 0.97802734375}, {"start": 2274.93, "end": 2275.89, "word": " okay", "probability": 0.6162109375}, {"start": 2275.89, "end": 2276.31, "word": " بضغط", "probability": 0.9041748046875}, {"start": 2276.31, "end": 2276.53, "word": " إذا", "probability": 0.721435546875}, {"start": 2276.53, "end": 2276.73, "word": " هي", "probability": 0.9228515625}, {"start": 2276.73, "end": 2277.03, "word": " فعلا", "probability": 0.8951822916666666}, {"start": 2277.03, "end": 2277.65, "word": " optimal", "probability": 0.93017578125}, {"start": 2277.65, "end": 2278.43, "word": " بفهم", "probability": 0.9851888020833334}, {"start": 2278.43, "end": 2278.69, "word": " إنه", "probability": 0.759765625}, {"start": 2278.69, "end": 2278.81, "word": " هي", "probability": 0.61572265625}, {"start": 2278.81, "end": 2278.95, "word": " يا", "probability": 0.61572265625}, {"start": 2278.95, "end": 2279.21, "word": " maximum", "probability": 0.98388671875}, {"start": 2279.21, "end": 2279.41, "word": " يا", "probability": 0.958984375}, {"start": 2279.41, "end": 2279.61, "word": " minimum", "probability": 0.98583984375}, {"start": 2279.61, "end": 2279.95, "word": " فهي", "probability": 0.9798177083333334}, {"start": 2279.95, "end": 2280.23, "word": " حل", "probability": 0.894287109375}, {"start": 2280.23, "end": 2281.13, "word": " انتهى", "probability": 0.8313802083333334}, {"start": 2281.13, "end": 2281.59, "word": " لكن", "probability": 0.92333984375}, {"start": 2281.59, "end": 2281.77, "word": " لما", "probability": 0.948486328125}, {"start": 2281.77, "end": 2282.01, "word": " بقول", "probability": 0.9541015625}, {"start": 2282.01, "end": 2282.35, "word": " stationary", "probability": 0.986328125}, {"start": 2282.35, "end": 2283.01, "word": " point", "probability": 0.98681640625}, {"start": 2283.01, "end": 2283.41, "word": " هي", "probability": 0.9306640625}, {"start": 2283.41, "end": 2283.59, "word": " يا", "probability": 0.8525390625}, {"start": 2283.59, "end": 2283.95, "word": " maximum", "probability": 0.97119140625}, {"start": 2283.95, "end": 2284.33, "word": " يا", "probability": 0.96142578125}, {"start": 2284.33, "end": 2284.69, "word": " minimum", "probability": 0.990234375}, {"start": 2284.69, "end": 2285.07, "word": " يا", "probability": 0.953125}, {"start": 2285.07, "end": 2285.63, "word": " inflection", "probability": 0.815185546875}, {"start": 2285.63, "end": 2286.19, "word": " point", "probability": 0.9892578125}], "temperature": 1.0}, {"id": 90, "seek": 231578, "start": 2287.1, "end": 2315.78, "text": "infliction point او subtle point اذا كان بشتغل فيه 2D فاكثر two dimension او اكتر فبتصير مختلفة هنا وهذه بتبطل optimal ليش لأن هذه النقطة زي هذه هي لا maximum ولا minimum هذه فعليا لا هي maximum ولا هي minimum وان بشوفها بشوفها في كتير functions اهم ال functions اللي بتبين فيها هيك function او هيك دالة او هيك behavior حقيقة هي", "tokens": [27850, 4105, 935, 1975, 2407, 13743, 935, 1975, 15730, 25961, 4724, 8592, 2655, 17082, 1211, 8978, 3224, 568, 35, 6156, 995, 4117, 49115, 732, 10139, 1975, 2407, 1975, 4117, 2655, 2288, 6156, 3555, 2655, 9381, 13546, 3714, 46456, 46538, 3660, 34105, 37037, 24192, 39894, 3555, 9566, 1211, 16252, 32239, 8592, 5296, 33456, 29538, 28239, 47432, 3660, 30767, 1829, 29538, 39896, 20193, 6674, 49429, 7285, 29538, 6156, 3615, 20292, 995, 20193, 39896, 6674, 49429, 39896, 7285, 4032, 7649, 4724, 8592, 38688, 11296, 4724, 8592, 38688, 11296, 8978, 9122, 2655, 13546, 6828, 1975, 16095, 2423, 6828, 13672, 1829, 39894, 3555, 9957, 8978, 11296, 39896, 4117, 2445, 1975, 2407, 39896, 4117, 11778, 6027, 3660, 1975, 2407, 39896, 4117, 5223, 11331, 38436, 28671, 39896], "avg_logprob": -0.15185950708783363, "compression_ratio": 1.8134328358208955, "no_speech_prob": 1.1324882507324219e-06, "words": [{"start": 2287.1, "end": 2287.7, "word": "infliction", "probability": 0.720458984375}, {"start": 2287.7, "end": 2288.16, "word": " point", "probability": 0.97705078125}, {"start": 2288.16, "end": 2288.5, "word": " او", "probability": 0.703857421875}, {"start": 2288.5, "end": 2290.06, "word": " subtle", "probability": 0.38134765625}, {"start": 2290.06, "end": 2290.62, "word": " point", "probability": 0.9892578125}, {"start": 2290.62, "end": 2290.96, "word": " اذا", "probability": 0.890625}, {"start": 2290.96, "end": 2291.08, "word": " كان", "probability": 0.90673828125}, {"start": 2291.08, "end": 2291.44, "word": " بشتغل", "probability": 0.95966796875}, {"start": 2291.44, "end": 2291.92, "word": " فيه", "probability": 0.959716796875}, {"start": 2291.92, "end": 2292.28, "word": " 2D", "probability": 0.725341796875}, {"start": 2292.28, "end": 2292.74, "word": " فاكثر", "probability": 0.862060546875}, {"start": 2292.74, "end": 2293.48, "word": " two", "probability": 0.345947265625}, {"start": 2293.48, "end": 2293.82, "word": " dimension", "probability": 0.69482421875}, {"start": 2293.82, "end": 2294.0, "word": " او", "probability": 0.970947265625}, {"start": 2294.0, "end": 2294.9, "word": " اكتر", "probability": 0.94384765625}, {"start": 2294.9, "end": 2297.0, "word": " فبتصير", "probability": 0.880126953125}, {"start": 2297.0, "end": 2297.98, "word": " مختلفة", "probability": 0.9874267578125}, {"start": 2297.98, "end": 2298.12, "word": " هنا", "probability": 0.98291015625}, {"start": 2298.12, "end": 2298.38, "word": " وهذه", "probability": 0.623046875}, {"start": 2298.38, "end": 2298.82, "word": " بتبطل", "probability": 0.900390625}, {"start": 2298.82, "end": 2299.18, "word": " optimal", "probability": 0.69482421875}, {"start": 2299.18, "end": 2299.72, "word": " ليش", "probability": 0.776611328125}, {"start": 2299.72, "end": 2299.9, "word": " لأن", "probability": 0.5032958984375}, {"start": 2299.9, "end": 2300.16, "word": " هذه", "probability": 0.5556640625}, {"start": 2300.16, "end": 2300.48, "word": " النقطة", "probability": 0.9842122395833334}, {"start": 2300.48, "end": 2300.62, "word": " زي", "probability": 0.864013671875}, {"start": 2300.62, "end": 2300.82, "word": " هذه", "probability": 0.95458984375}, {"start": 2300.82, "end": 2301.02, "word": " هي", "probability": 0.70556640625}, {"start": 2301.02, "end": 2301.14, "word": " لا", "probability": 0.92626953125}, {"start": 2301.14, "end": 2301.4, "word": " maximum", "probability": 0.96826171875}, {"start": 2301.4, "end": 2301.64, "word": " ولا", "probability": 0.92578125}, {"start": 2301.64, "end": 2301.96, "word": " minimum", "probability": 0.94140625}, {"start": 2301.96, "end": 2302.66, "word": " هذه", "probability": 0.8115234375}, {"start": 2302.66, "end": 2303.12, "word": " فعليا", "probability": 0.9404296875}, {"start": 2303.12, "end": 2303.42, "word": " لا", "probability": 0.7158203125}, {"start": 2303.42, "end": 2303.52, "word": " هي", "probability": 0.7978515625}, {"start": 2303.52, "end": 2303.8, "word": " maximum", "probability": 0.982421875}, {"start": 2303.8, "end": 2303.98, "word": " ولا", "probability": 0.69873046875}, {"start": 2303.98, "end": 2304.06, "word": " هي", "probability": 0.63916015625}, {"start": 2304.06, "end": 2304.26, "word": " minimum", "probability": 0.9775390625}, {"start": 2304.26, "end": 2304.78, "word": " وان", "probability": 0.806396484375}, {"start": 2304.78, "end": 2305.36, "word": " بشوفها", "probability": 0.9912109375}, {"start": 2305.36, "end": 2306.0, "word": " بشوفها", "probability": 0.926513671875}, {"start": 2306.0, "end": 2306.18, "word": " في", "probability": 0.91552734375}, {"start": 2306.18, "end": 2306.46, "word": " كتير", "probability": 0.953125}, {"start": 2306.46, "end": 2307.14, "word": " functions", "probability": 0.90771484375}, {"start": 2307.14, "end": 2308.36, "word": " اهم", "probability": 0.799072265625}, {"start": 2308.36, "end": 2308.54, "word": " ال", "probability": 0.97509765625}, {"start": 2308.54, "end": 2309.0, "word": " functions", "probability": 0.90966796875}, {"start": 2309.0, "end": 2309.18, "word": " اللي", "probability": 0.941650390625}, {"start": 2309.18, "end": 2309.62, "word": " بتبين", "probability": 0.9514973958333334}, {"start": 2309.62, "end": 2309.9, "word": " فيها", "probability": 0.9765625}, {"start": 2309.9, "end": 2310.32, "word": " هيك", "probability": 0.79248046875}, {"start": 2310.32, "end": 2311.72, "word": " function", "probability": 0.953125}, {"start": 2311.72, "end": 2311.98, "word": " او", "probability": 0.94189453125}, {"start": 2311.98, "end": 2312.16, "word": " هيك", "probability": 0.952392578125}, {"start": 2312.16, "end": 2312.56, "word": " دالة", "probability": 0.9640299479166666}, {"start": 2312.56, "end": 2312.7, "word": " او", "probability": 0.941650390625}, {"start": 2312.7, "end": 2313.1, "word": " هيك", "probability": 0.82958984375}, {"start": 2313.1, "end": 2314.02, "word": " behavior", "probability": 0.93212890625}, {"start": 2314.02, "end": 2314.84, "word": " حقيقة", "probability": 0.9296875}, {"start": 2314.84, "end": 2315.78, "word": " هي", "probability": 0.9306640625}], "temperature": 1.0}, {"id": 91, "seek": 234648, "start": 2321.61, "end": 2346.49, "text": "x تكعيب okay اعملولها derivative تلاتة x تربيع equal to zero معناته عند الصفر يعني مبدأيا المفروض انه في نقطة stationary بقولش optimal عند الصفر هنا هذه الحقيقة لا هي maximum ولا هي minimum هي نقطة انقلاب لحظة ماشية هيك فجأة جلبت هيك", "tokens": [87, 6055, 4117, 3615, 1829, 3555, 1392, 1975, 25957, 1211, 12610, 11296, 13760, 6055, 1211, 9307, 3660, 2031, 6055, 2288, 21292, 3615, 2681, 281, 4018, 20449, 8315, 47395, 43242, 31767, 5172, 2288, 37495, 22653, 3714, 44510, 10721, 25528, 9673, 5172, 32887, 11242, 16472, 3224, 8978, 8717, 47432, 3660, 30452, 4724, 39648, 8592, 16252, 43242, 31767, 5172, 2288, 34105, 29538, 21542, 38436, 28671, 20193, 39896, 6674, 49429, 39896, 7285, 39896, 8717, 47432, 3660, 16472, 4587, 15040, 3555, 5296, 5016, 19913, 3660, 3714, 33599, 10632, 39896, 4117, 6156, 7435, 10721, 3660, 10874, 46152, 2655, 39896, 4117], "avg_logprob": -0.1800986857790696, "compression_ratio": 1.564102564102564, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2321.61, "end": 2322.05, "word": "x", "probability": 0.291748046875}, {"start": 2322.05, "end": 2322.87, "word": " تكعيب", "probability": 0.9138671875}, {"start": 2322.87, "end": 2325.41, "word": " okay", "probability": 0.123779296875}, {"start": 2325.41, "end": 2325.95, "word": " اعملولها", "probability": 0.783349609375}, {"start": 2325.95, "end": 2326.39, "word": " derivative", "probability": 0.82666015625}, {"start": 2326.39, "end": 2327.49, "word": " تلاتة", "probability": 0.869873046875}, {"start": 2327.49, "end": 2327.79, "word": " x", "probability": 0.89453125}, {"start": 2327.79, "end": 2328.93, "word": " تربيع", "probability": 0.786376953125}, {"start": 2328.93, "end": 2329.73, "word": " equal", "probability": 0.8759765625}, {"start": 2329.73, "end": 2329.99, "word": " to", "probability": 0.9716796875}, {"start": 2329.99, "end": 2330.29, "word": " zero", "probability": 0.6875}, {"start": 2330.29, "end": 2330.75, "word": " معناته", "probability": 0.9368489583333334}, {"start": 2330.75, "end": 2330.91, "word": " عند", "probability": 0.99267578125}, {"start": 2330.91, "end": 2331.35, "word": " الصفر", "probability": 0.95556640625}, {"start": 2331.35, "end": 2331.83, "word": " يعني", "probability": 0.92431640625}, {"start": 2331.83, "end": 2332.31, "word": " مبدأيا", "probability": 0.8756103515625}, {"start": 2332.31, "end": 2332.69, "word": " المفروض", "probability": 0.9931640625}, {"start": 2332.69, "end": 2332.87, "word": " انه", "probability": 0.617431640625}, {"start": 2332.87, "end": 2332.97, "word": " في", "probability": 0.9423828125}, {"start": 2332.97, "end": 2333.37, "word": " نقطة", "probability": 0.8968098958333334}, {"start": 2333.37, "end": 2333.91, "word": " stationary", "probability": 0.9111328125}, {"start": 2333.91, "end": 2334.81, "word": " بقولش", "probability": 0.7215169270833334}, {"start": 2334.81, "end": 2335.37, "word": " optimal", "probability": 0.89306640625}, {"start": 2335.37, "end": 2336.35, "word": " عند", "probability": 0.97314453125}, {"start": 2336.35, "end": 2336.73, "word": " الصفر", "probability": 0.9773763020833334}, {"start": 2336.73, "end": 2336.95, "word": " هنا", "probability": 0.8974609375}, {"start": 2336.95, "end": 2337.85, "word": " هذه", "probability": 0.68310546875}, {"start": 2337.85, "end": 2338.23, "word": " الحقيقة", "probability": 0.99169921875}, {"start": 2338.23, "end": 2338.33, "word": " لا", "probability": 0.48828125}, {"start": 2338.33, "end": 2338.41, "word": " هي", "probability": 0.91552734375}, {"start": 2338.41, "end": 2338.71, "word": " maximum", "probability": 0.94140625}, {"start": 2338.71, "end": 2338.89, "word": " ولا", "probability": 0.93896484375}, {"start": 2338.89, "end": 2338.97, "word": " هي", "probability": 0.48486328125}, {"start": 2338.97, "end": 2339.13, "word": " minimum", "probability": 0.9873046875}, {"start": 2339.13, "end": 2340.31, "word": " هي", "probability": 0.8681640625}, {"start": 2340.31, "end": 2341.05, "word": " نقطة", "probability": 0.9952799479166666}, {"start": 2341.05, "end": 2341.71, "word": " انقلاب", "probability": 0.902099609375}, {"start": 2341.71, "end": 2343.03, "word": " لحظة", "probability": 0.73358154296875}, {"start": 2343.03, "end": 2343.47, "word": " ماشية", "probability": 0.787109375}, {"start": 2343.47, "end": 2344.27, "word": " هيك", "probability": 0.929931640625}, {"start": 2344.27, "end": 2345.71, "word": " فجأة", "probability": 0.9754638671875}, {"start": 2345.71, "end": 2346.11, "word": " جلبت", "probability": 0.9884440104166666}, {"start": 2346.11, "end": 2346.49, "word": " هيك", "probability": 0.98681640625}], "temperature": 1.0}, {"id": 92, "seek": 237498, "start": 2347.53, "end": 2374.99, "text": "مش هو اللي جلبته حقيقة لاحظوا ال behavior هذي تطلع عليها لو أنا بدأ أكمل بنفس ال behavior هذي هي خلصت ماشتغلتش في القوس هذا اللي اسمه concave محدب لأ هي جلبت من محدب لإيش ل behavior مقعر اللي هو convex عشان هي اسمها نقطة انقلاب", "tokens": [2304, 8592, 31439, 13672, 1829, 10874, 46152, 47395, 11331, 38436, 28671, 5296, 39319, 19913, 14407, 2423, 5223, 8032, 8848, 1829, 6055, 9566, 1211, 3615, 25894, 11296, 45164, 41850, 47525, 10721, 5551, 24793, 1211, 44945, 36178, 2423, 5223, 8032, 8848, 1829, 39896, 16490, 1211, 9381, 2655, 19446, 8592, 2655, 17082, 1211, 2655, 8592, 8978, 25062, 41779, 23758, 13672, 1829, 24525, 2304, 3224, 416, 50126, 3714, 24401, 3555, 5296, 10721, 39896, 10874, 46152, 2655, 9154, 3714, 24401, 3555, 5296, 28814, 1829, 8592, 5296, 5223, 3714, 4587, 3615, 2288, 13672, 1829, 31439, 42432, 6225, 8592, 7649, 39896, 24525, 2304, 11296, 8717, 47432, 3660, 16472, 4587, 15040, 3555], "avg_logprob": -0.21324404194241478, "compression_ratio": 1.7222222222222223, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2347.53, "end": 2347.77, "word": "مش", "probability": 0.517333984375}, {"start": 2347.77, "end": 2347.91, "word": " هو", "probability": 0.95751953125}, {"start": 2347.91, "end": 2348.03, "word": " اللي", "probability": 0.960205078125}, {"start": 2348.03, "end": 2348.37, "word": " جلبته", "probability": 0.99267578125}, {"start": 2348.37, "end": 2348.81, "word": " حقيقة", "probability": 0.8753255208333334}, {"start": 2348.81, "end": 2349.65, "word": " لاحظوا", "probability": 0.56317138671875}, {"start": 2349.65, "end": 2350.03, "word": " ال", "probability": 0.98095703125}, {"start": 2350.03, "end": 2350.39, "word": " behavior", "probability": 0.84130859375}, {"start": 2350.39, "end": 2350.71, "word": " هذي", "probability": 0.5390625}, {"start": 2350.71, "end": 2350.99, "word": " تطلع", "probability": 0.80389404296875}, {"start": 2350.99, "end": 2351.37, "word": " عليها", "probability": 0.820556640625}, {"start": 2351.37, "end": 2351.59, "word": " لو", "probability": 0.94140625}, {"start": 2351.59, "end": 2351.71, "word": " أنا", "probability": 0.5859375}, {"start": 2351.71, "end": 2351.91, "word": " بدأ", "probability": 0.562255859375}, {"start": 2351.91, "end": 2352.27, "word": " أكمل", "probability": 0.8546549479166666}, {"start": 2352.27, "end": 2352.89, "word": " بنفس", "probability": 0.9833984375}, {"start": 2352.89, "end": 2353.03, "word": " ال", "probability": 0.99267578125}, {"start": 2353.03, "end": 2353.35, "word": " behavior", "probability": 0.939453125}, {"start": 2353.35, "end": 2353.83, "word": " هذي", "probability": 0.7958984375}, {"start": 2353.83, "end": 2359.71, "word": " هي", "probability": 0.65625}, {"start": 2359.71, "end": 2360.43, "word": " خلصت", "probability": 0.9840087890625}, {"start": 2360.43, "end": 2360.95, "word": " ماشتغلتش", "probability": 0.8292061941964286}, {"start": 2360.95, "end": 2361.05, "word": " في", "probability": 0.931640625}, {"start": 2361.05, "end": 2361.39, "word": " القوس", "probability": 0.71044921875}, {"start": 2361.39, "end": 2361.71, "word": " هذا", "probability": 0.88623046875}, {"start": 2361.71, "end": 2362.05, "word": " اللي", "probability": 0.968017578125}, {"start": 2362.05, "end": 2362.77, "word": " اسمه", "probability": 0.9326171875}, {"start": 2362.77, "end": 2363.91, "word": " concave", "probability": 0.74462890625}, {"start": 2363.91, "end": 2365.73, "word": " محدب", "probability": 0.7859700520833334}, {"start": 2365.73, "end": 2366.37, "word": " لأ", "probability": 0.849609375}, {"start": 2366.37, "end": 2366.51, "word": " هي", "probability": 0.798828125}, {"start": 2366.51, "end": 2366.93, "word": " جلبت", "probability": 0.99658203125}, {"start": 2366.93, "end": 2367.07, "word": " من", "probability": 0.98876953125}, {"start": 2367.07, "end": 2367.83, "word": " محدب", "probability": 0.98876953125}, {"start": 2367.83, "end": 2368.85, "word": " لإيش", "probability": 0.739990234375}, {"start": 2368.85, "end": 2370.77, "word": " ل", "probability": 0.76171875}, {"start": 2370.77, "end": 2371.23, "word": " behavior", "probability": 0.92919921875}, {"start": 2371.23, "end": 2372.07, "word": " مقعر", "probability": 0.9815673828125}, {"start": 2372.07, "end": 2372.21, "word": " اللي", "probability": 0.97998046875}, {"start": 2372.21, "end": 2372.43, "word": " هو", "probability": 0.978515625}, {"start": 2372.43, "end": 2373.11, "word": " convex", "probability": 0.8662109375}, {"start": 2373.11, "end": 2373.91, "word": " عشان", "probability": 0.9622395833333334}, {"start": 2373.91, "end": 2373.99, "word": " هي", "probability": 0.60888671875}, {"start": 2373.99, "end": 2374.29, "word": " اسمها", "probability": 0.8640950520833334}, {"start": 2374.29, "end": 2374.51, "word": " نقطة", "probability": 0.99072265625}, {"start": 2374.51, "end": 2374.99, "word": " انقلاب", "probability": 0.69873046875}], "temperature": 1.0}, {"id": 93, "seek": 240126, "start": 2375.76, "end": 2401.26, "text": "نقطة انقلب ال behavior تعرفها اختلفت من حالة لحالة تماما مختلفة طيب المسائل اللي زي هذه كيف بقدر اتعامل معاها الحقيقة الطرق التقليدية البسيطة هذه زي ال A star و ال grade و ال هدى شوية هتلاقي صعوبة في التعامل معها فهنضطر نروح لحاجة اسمها local search algorithms طيب local search algorithms معناه ذلك ان انا بدور على local", "tokens": [1863, 47432, 3660, 16472, 4587, 46152, 2423, 5223, 37279, 28480, 11296, 1975, 46456, 46538, 2655, 9154, 11331, 6027, 3660, 5296, 5016, 6027, 3660, 46811, 10943, 995, 3714, 46456, 46538, 3660, 23032, 1829, 3555, 9673, 3794, 995, 19986, 1211, 13672, 1829, 30767, 1829, 29538, 9122, 33911, 4724, 28543, 2288, 1975, 2655, 3615, 10943, 1211, 20449, 995, 11296, 21542, 38436, 28671, 41950, 2288, 4587, 16712, 4587, 20292, 3215, 10632, 29739, 3794, 1829, 9566, 3660, 29538, 30767, 1829, 2423, 316, 3543, 4032, 2423, 7204, 4032, 2423, 8032, 3215, 7578, 13412, 2407, 10632, 8032, 2655, 15040, 38436, 20328, 3615, 37746, 3660, 8978, 16712, 3615, 10943, 1211, 20449, 11296, 6156, 3224, 1863, 11242, 9566, 2288, 8717, 32887, 5016, 5296, 5016, 26108, 3660, 24525, 2304, 11296, 2654, 3164, 14642, 23032, 1829, 3555, 2654, 3164, 14642, 20449, 8315, 3224, 29910, 23275, 16472, 1975, 8315, 47525, 13063, 15844, 2654], "avg_logprob": -0.1577904926429332, "compression_ratio": 1.8268551236749118, "no_speech_prob": 8.940696716308594e-07, "words": [{"start": 2375.76, "end": 2376.18, "word": "نقطة", "probability": 0.9656575520833334}, {"start": 2376.18, "end": 2376.6, "word": " انقلب", "probability": 0.8733723958333334}, {"start": 2376.6, "end": 2377.16, "word": " ال", "probability": 0.89990234375}, {"start": 2377.16, "end": 2377.36, "word": " behavior", "probability": 0.75830078125}, {"start": 2377.36, "end": 2377.72, "word": " تعرفها", "probability": 0.679443359375}, {"start": 2377.72, "end": 2378.26, "word": " اختلفت", "probability": 0.951416015625}, {"start": 2378.26, "end": 2378.4, "word": " من", "probability": 0.98583984375}, {"start": 2378.4, "end": 2378.84, "word": " حالة", "probability": 0.9378255208333334}, {"start": 2378.84, "end": 2379.46, "word": " لحالة", "probability": 0.9796142578125}, {"start": 2379.46, "end": 2380.02, "word": " تماما", "probability": 0.9747721354166666}, {"start": 2380.02, "end": 2381.1, "word": " مختلفة", "probability": 0.9869384765625}, {"start": 2381.1, "end": 2381.7, "word": " طيب", "probability": 0.8138834635416666}, {"start": 2381.7, "end": 2382.7, "word": " المسائل", "probability": 0.76982421875}, {"start": 2382.7, "end": 2382.84, "word": " اللي", "probability": 0.878173828125}, {"start": 2382.84, "end": 2383.02, "word": " زي", "probability": 0.96484375}, {"start": 2383.02, "end": 2383.22, "word": " هذه", "probability": 0.68701171875}, {"start": 2383.22, "end": 2383.42, "word": " كيف", "probability": 0.9619140625}, {"start": 2383.42, "end": 2383.68, "word": " بقدر", "probability": 0.9446614583333334}, {"start": 2383.68, "end": 2384.02, "word": " اتعامل", "probability": 0.88212890625}, {"start": 2384.02, "end": 2384.38, "word": " معاها", "probability": 0.90771484375}, {"start": 2384.38, "end": 2385.34, "word": " الحقيقة", "probability": 0.8411458333333334}, {"start": 2385.34, "end": 2386.08, "word": " الطرق", "probability": 0.93310546875}, {"start": 2386.08, "end": 2386.78, "word": " التقليدية", "probability": 0.97353515625}, {"start": 2386.78, "end": 2387.2, "word": " البسيطة", "probability": 0.97744140625}, {"start": 2387.2, "end": 2387.34, "word": " هذه", "probability": 0.353271484375}, {"start": 2387.34, "end": 2387.56, "word": " زي", "probability": 0.975341796875}, {"start": 2387.56, "end": 2387.76, "word": " ال", "probability": 0.96337890625}, {"start": 2387.76, "end": 2388.28, "word": " A", "probability": 0.327880859375}, {"start": 2388.28, "end": 2388.64, "word": " star", "probability": 0.071044921875}, {"start": 2388.64, "end": 2388.82, "word": " و", "probability": 0.564453125}, {"start": 2388.82, "end": 2389.0, "word": " ال", "probability": 0.7470703125}, {"start": 2389.0, "end": 2389.32, "word": " grade", "probability": 0.52294921875}, {"start": 2389.32, "end": 2389.56, "word": " و", "probability": 0.74755859375}, {"start": 2389.56, "end": 2389.64, "word": " ال", "probability": 0.84521484375}, {"start": 2389.64, "end": 2390.14, "word": " هدى", "probability": 0.5858561197916666}, {"start": 2390.14, "end": 2390.9, "word": " شوية", "probability": 0.9173177083333334}, {"start": 2390.9, "end": 2392.2, "word": " هتلاقي", "probability": 0.8125}, {"start": 2392.2, "end": 2392.6, "word": " صعوبة", "probability": 0.9376220703125}, {"start": 2392.6, "end": 2392.72, "word": " في", "probability": 0.8984375}, {"start": 2392.72, "end": 2393.1, "word": " التعامل", "probability": 0.990966796875}, {"start": 2393.1, "end": 2393.38, "word": " معها", "probability": 0.921630859375}, {"start": 2393.38, "end": 2394.08, "word": " فهنضطر", "probability": 0.8557942708333334}, {"start": 2394.08, "end": 2394.32, "word": " نروح", "probability": 0.9674479166666666}, {"start": 2394.32, "end": 2394.6, "word": " لحاجة", "probability": 0.95849609375}, {"start": 2394.6, "end": 2394.9, "word": " اسمها", "probability": 0.9716796875}, {"start": 2394.9, "end": 2395.28, "word": " local", "probability": 0.57861328125}, {"start": 2395.28, "end": 2396.12, "word": " search", "probability": 0.97802734375}, {"start": 2396.12, "end": 2396.94, "word": " algorithms", "probability": 0.83251953125}, {"start": 2396.94, "end": 2398.08, "word": " طيب", "probability": 0.9680989583333334}, {"start": 2398.08, "end": 2398.62, "word": " local", "probability": 0.767578125}, {"start": 2398.62, "end": 2398.96, "word": " search", "probability": 0.97265625}, {"start": 2398.96, "end": 2399.52, "word": " algorithms", "probability": 0.89794921875}, {"start": 2399.52, "end": 2399.9, "word": " معناه", "probability": 0.7911783854166666}, {"start": 2399.9, "end": 2400.22, "word": " ذلك", "probability": 0.988037109375}, {"start": 2400.22, "end": 2400.34, "word": " ان", "probability": 0.5537109375}, {"start": 2400.34, "end": 2400.42, "word": " انا", "probability": 0.82275390625}, {"start": 2400.42, "end": 2400.72, "word": " بدور", "probability": 0.921630859375}, {"start": 2400.72, "end": 2400.92, "word": " على", "probability": 0.87109375}, {"start": 2400.92, "end": 2401.26, "word": " local", "probability": 0.833984375}], "temperature": 1.0}, {"id": 94, "seek": 242783, "start": 2402.63, "end": 2427.83, "text": "الـ Local هتنقلنا لمفهوم .. قبل ما نبدأ نتكلم فيه بقى بنحاول نرجعلكم معلوماتكوا بتاعة ال calculus Local معناته أنه في حاجة مضادة إلها .. إيش اللي خلانا نقول Local؟ يعني أنه في معناته حاجة تانية اسمها Global .. Global فإذا في عندي .. مدام أنا وصلت لمرحلة أنه بدور على maximum أو minimum يعني أنا بدورش على stationary point أنا بدور على ال optimal point خلصنا النقطة هذه .. optimal point", "tokens": [6027, 39184, 22755, 8032, 2655, 1863, 4587, 1211, 8315, 32767, 5172, 3224, 20498, 4386, 12174, 36150, 19446, 8717, 44510, 10721, 8717, 2655, 4117, 19528, 8978, 3224, 4724, 4587, 7578, 44945, 5016, 995, 12610, 8717, 47341, 3615, 23275, 2304, 20449, 1211, 20498, 9307, 4117, 14407, 39894, 995, 27884, 2423, 33400, 22755, 20449, 8315, 47395, 14739, 3224, 8978, 11331, 26108, 3660, 3714, 11242, 18513, 3660, 11933, 1211, 11296, 4386, 11933, 1829, 8592, 13672, 1829, 16490, 1211, 7649, 995, 8717, 39648, 22755, 22807, 37495, 22653, 14739, 3224, 8978, 20449, 8315, 47395, 11331, 26108, 3660, 6055, 7649, 10632, 24525, 2304, 11296, 14465, 4386, 14465, 6156, 28814, 15730, 8978, 18871, 16254, 4386, 3714, 3215, 10943, 41850, 4032, 36520, 2655, 32767, 2288, 5016, 37977, 14739, 3224, 47525, 13063, 15844, 6674, 34051, 7285, 37495, 22653, 41850, 47525, 13063, 8592, 15844, 30452, 935, 41850, 47525, 13063, 15844, 2423, 16252, 935, 16490, 1211, 9381, 8315, 28239, 47432, 3660, 29538, 4386, 16252, 935], "avg_logprob": -0.18567369578333645, "compression_ratio": 1.8492307692307692, "no_speech_prob": 0.0, "words": [{"start": 2402.63, "end": 2402.95, "word": "الـ", "probability": 0.609130859375}, {"start": 2402.95, "end": 2403.05, "word": " Local", "probability": 0.509765625}, {"start": 2403.05, "end": 2403.69, "word": " هتنقلنا", "probability": 0.912841796875}, {"start": 2403.69, "end": 2404.31, "word": " لمفهوم", "probability": 0.9818115234375}, {"start": 2404.31, "end": 2404.39, "word": " ..", "probability": 0.283203125}, {"start": 2404.39, "end": 2404.57, "word": " قبل", "probability": 0.7022705078125}, {"start": 2404.57, "end": 2404.65, "word": " ما", "probability": 0.81884765625}, {"start": 2404.65, "end": 2404.87, "word": " نبدأ", "probability": 0.9368489583333334}, {"start": 2404.87, "end": 2405.29, "word": " نتكلم", "probability": 0.9864501953125}, {"start": 2405.29, "end": 2405.63, "word": " فيه", "probability": 0.968994140625}, {"start": 2405.63, "end": 2405.81, "word": " بقى", "probability": 0.7311197916666666}, {"start": 2405.81, "end": 2406.19, "word": " بنحاول", "probability": 0.9691162109375}, {"start": 2406.19, "end": 2406.89, "word": " نرجعلكم", "probability": 0.84140625}, {"start": 2406.89, "end": 2407.47, "word": " معلوماتكوا", "probability": 0.8551432291666666}, {"start": 2407.47, "end": 2407.65, "word": " بتاعة", "probability": 0.70849609375}, {"start": 2407.65, "end": 2407.79, "word": " ال", "probability": 0.9814453125}, {"start": 2407.79, "end": 2408.19, "word": " calculus", "probability": 0.8095703125}, {"start": 2408.19, "end": 2409.09, "word": " Local", "probability": 0.6533203125}, {"start": 2409.09, "end": 2409.55, "word": " معناته", "probability": 0.9375}, {"start": 2409.55, "end": 2409.71, "word": " أنه", "probability": 0.5567626953125}, {"start": 2409.71, "end": 2409.81, "word": " في", "probability": 0.85693359375}, {"start": 2409.81, "end": 2410.17, "word": " حاجة", "probability": 0.9850260416666666}, {"start": 2410.17, "end": 2410.99, "word": " مضادة", "probability": 0.9742431640625}, {"start": 2410.99, "end": 2411.29, "word": " إلها", "probability": 0.8058268229166666}, {"start": 2411.29, "end": 2411.67, "word": " ..", "probability": 0.32861328125}, {"start": 2411.67, "end": 2411.79, "word": " إيش", "probability": 0.8694661458333334}, {"start": 2411.79, "end": 2411.91, "word": " اللي", "probability": 0.973876953125}, {"start": 2411.91, "end": 2412.17, "word": " خلانا", "probability": 0.863037109375}, {"start": 2412.17, "end": 2412.33, "word": " نقول", "probability": 0.994140625}, {"start": 2412.33, "end": 2413.09, "word": " Local؟", "probability": 0.715087890625}, {"start": 2413.09, "end": 2413.23, "word": " يعني", "probability": 0.913818359375}, {"start": 2413.23, "end": 2413.39, "word": " أنه", "probability": 0.80126953125}, {"start": 2413.39, "end": 2413.47, "word": " في", "probability": 0.90576171875}, {"start": 2413.47, "end": 2413.79, "word": " معناته", "probability": 0.88232421875}, {"start": 2413.79, "end": 2414.07, "word": " حاجة", "probability": 0.9959309895833334}, {"start": 2414.07, "end": 2414.27, "word": " تانية", "probability": 0.9484049479166666}, {"start": 2414.27, "end": 2414.71, "word": " اسمها", "probability": 0.8426106770833334}, {"start": 2414.71, "end": 2415.89, "word": " Global", "probability": 0.52001953125}, {"start": 2415.89, "end": 2417.35, "word": " ..", "probability": 0.5791015625}, {"start": 2417.35, "end": 2417.91, "word": " Global", "probability": 0.9228515625}, {"start": 2417.91, "end": 2418.63, "word": " فإذا", "probability": 0.7477213541666666}, {"start": 2418.63, "end": 2418.79, "word": " في", "probability": 0.85546875}, {"start": 2418.79, "end": 2419.13, "word": " عندي", "probability": 0.7347412109375}, {"start": 2419.13, "end": 2419.45, "word": " ..", "probability": 0.81787109375}, {"start": 2419.45, "end": 2419.77, "word": " مدام", "probability": 0.88671875}, {"start": 2419.77, "end": 2419.99, "word": " أنا", "probability": 0.83935546875}, {"start": 2419.99, "end": 2420.49, "word": " وصلت", "probability": 0.9801432291666666}, {"start": 2420.49, "end": 2420.85, "word": " لمرحلة", "probability": 0.7813720703125}, {"start": 2420.85, "end": 2421.01, "word": " أنه", "probability": 0.770751953125}, {"start": 2421.01, "end": 2421.27, "word": " بدور", "probability": 0.869384765625}, {"start": 2421.27, "end": 2421.47, "word": " على", "probability": 0.95556640625}, {"start": 2421.47, "end": 2421.75, "word": " maximum", "probability": 0.85205078125}, {"start": 2421.75, "end": 2421.95, "word": " أو", "probability": 0.900390625}, {"start": 2421.95, "end": 2422.23, "word": " minimum", "probability": 0.98095703125}, {"start": 2422.23, "end": 2422.69, "word": " يعني", "probability": 0.833740234375}, {"start": 2422.69, "end": 2422.79, "word": " أنا", "probability": 0.9306640625}, {"start": 2422.79, "end": 2423.21, "word": " بدورش", "probability": 0.9674479166666666}, {"start": 2423.21, "end": 2423.33, "word": " على", "probability": 0.91015625}, {"start": 2423.33, "end": 2423.63, "word": " stationary", "probability": 0.461669921875}, {"start": 2423.63, "end": 2423.91, "word": " point", "probability": 0.97509765625}, {"start": 2423.91, "end": 2424.03, "word": " أنا", "probability": 0.6005859375}, {"start": 2424.03, "end": 2424.33, "word": " بدور", "probability": 0.976318359375}, {"start": 2424.33, "end": 2424.43, "word": " على", "probability": 0.90283203125}, {"start": 2424.43, "end": 2424.51, "word": " ال", "probability": 0.4677734375}, {"start": 2424.51, "end": 2424.71, "word": " optimal", "probability": 0.81201171875}, {"start": 2424.71, "end": 2425.19, "word": " point", "probability": 0.990234375}, {"start": 2425.19, "end": 2426.05, "word": " خلصنا", "probability": 0.906982421875}, {"start": 2426.05, "end": 2426.37, "word": " النقطة", "probability": 0.94482421875}, {"start": 2426.37, "end": 2426.57, "word": " هذه", "probability": 0.65625}, {"start": 2426.57, "end": 2426.95, "word": " ..", "probability": 0.865234375}, {"start": 2426.95, "end": 2427.31, "word": " optimal", "probability": 0.89208984375}, {"start": 2427.31, "end": 2427.83, "word": " point", "probability": 0.974609375}], "temperature": 1.0}, {"id": 95, "seek": 245627, "start": 2428.53, "end": 2456.27, "text": "معنى ذلك إنه ممكن يكون عندي أكتر من optimal point okay هنا في النهاية function behavior ومعادلة و بتتحرك هاي معادلة لحظوا هاي معادلة طب هاي عندي optimal هاي كمان optimal هاي كمان optimal هاي كمان optimal هاي كمان optimal هاي كمان optimal صغيرة هقول لأ ما هو أنا بتعامل مع ال maximum بقى okay حتى ال maximum هاي و عندي واحدة تنتين تلاتة", "tokens": [2304, 3615, 1863, 7578, 29910, 23275, 36145, 3224, 3714, 43020, 7251, 30544, 18871, 16254, 5551, 4117, 2655, 2288, 9154, 16252, 935, 1392, 34105, 8978, 28239, 11296, 10632, 2445, 5223, 4032, 2304, 3615, 18513, 37977, 4032, 39894, 2655, 5016, 31747, 8032, 47302, 20449, 18513, 37977, 5296, 5016, 19913, 14407, 8032, 47302, 20449, 18513, 37977, 23032, 3555, 8032, 47302, 18871, 16254, 16252, 8032, 47302, 9122, 2304, 7649, 16252, 8032, 47302, 9122, 2304, 7649, 16252, 8032, 47302, 9122, 2304, 7649, 16252, 8032, 47302, 9122, 2304, 7649, 16252, 8032, 47302, 9122, 2304, 7649, 16252, 20328, 17082, 48923, 8032, 39648, 5296, 10721, 19446, 31439, 41850, 39894, 3615, 10943, 1211, 20449, 2423, 6674, 4724, 4587, 7578, 1392, 11331, 49975, 2423, 6674, 8032, 47302, 4032, 18871, 16254, 36764, 24401, 3660, 6055, 29399, 9957, 6055, 1211, 9307, 3660], "avg_logprob": -0.17080152762755182, "compression_ratio": 2.0766129032258065, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2428.53, "end": 2428.93, "word": "معنى", "probability": 0.84326171875}, {"start": 2428.93, "end": 2429.17, "word": " ذلك", "probability": 0.989990234375}, {"start": 2429.17, "end": 2429.49, "word": " إنه", "probability": 0.58551025390625}, {"start": 2429.49, "end": 2429.91, "word": " ممكن", "probability": 0.85791015625}, {"start": 2429.91, "end": 2430.13, "word": " يكون", "probability": 0.954345703125}, {"start": 2430.13, "end": 2430.33, "word": " عندي", "probability": 0.85986328125}, {"start": 2430.33, "end": 2431.21, "word": " أكتر", "probability": 0.9837646484375}, {"start": 2431.21, "end": 2431.89, "word": " من", "probability": 0.9853515625}, {"start": 2431.89, "end": 2432.53, "word": " optimal", "probability": 0.9365234375}, {"start": 2432.53, "end": 2433.07, "word": " point", "probability": 0.9873046875}, {"start": 2433.07, "end": 2434.41, "word": " okay", "probability": 0.25341796875}, {"start": 2434.41, "end": 2434.67, "word": " هنا", "probability": 0.29052734375}, {"start": 2434.67, "end": 2434.77, "word": " في", "probability": 0.84423828125}, {"start": 2434.77, "end": 2434.97, "word": " النهاية", "probability": 0.94482421875}, {"start": 2434.97, "end": 2435.39, "word": " function", "probability": 0.87451171875}, {"start": 2435.39, "end": 2435.85, "word": " behavior", "probability": 0.75146484375}, {"start": 2435.85, "end": 2437.09, "word": " ومعادلة", "probability": 0.94033203125}, {"start": 2437.09, "end": 2437.17, "word": " و", "probability": 0.7275390625}, {"start": 2437.17, "end": 2437.79, "word": " بتتحرك", "probability": 0.90869140625}, {"start": 2437.79, "end": 2438.45, "word": " هاي", "probability": 0.56256103515625}, {"start": 2438.45, "end": 2438.97, "word": " معادلة", "probability": 0.9931640625}, {"start": 2438.97, "end": 2439.73, "word": " لحظوا", "probability": 0.70916748046875}, {"start": 2439.73, "end": 2439.87, "word": " هاي", "probability": 0.7314453125}, {"start": 2439.87, "end": 2440.35, "word": " معادلة", "probability": 0.9952799479166666}, {"start": 2440.35, "end": 2442.91, "word": " طب", "probability": 0.9384765625}, {"start": 2442.91, "end": 2443.01, "word": " هاي", "probability": 0.794921875}, {"start": 2443.01, "end": 2443.29, "word": " عندي", "probability": 0.90478515625}, {"start": 2443.29, "end": 2444.55, "word": " optimal", "probability": 0.927734375}, {"start": 2444.55, "end": 2445.13, "word": " هاي", "probability": 0.758544921875}, {"start": 2445.13, "end": 2445.33, "word": " كمان", "probability": 0.9943033854166666}, {"start": 2445.33, "end": 2445.71, "word": " optimal", "probability": 0.9599609375}, {"start": 2445.71, "end": 2446.01, "word": " هاي", "probability": 0.748046875}, {"start": 2446.01, "end": 2446.21, "word": " كمان", "probability": 0.9964192708333334}, {"start": 2446.21, "end": 2446.63, "word": " optimal", "probability": 0.9697265625}, {"start": 2446.63, "end": 2446.81, "word": " هاي", "probability": 0.86669921875}, {"start": 2446.81, "end": 2446.99, "word": " كمان", "probability": 0.9969075520833334}, {"start": 2446.99, "end": 2447.25, "word": " optimal", "probability": 0.9658203125}, {"start": 2447.25, "end": 2447.45, "word": " هاي", "probability": 0.86083984375}, {"start": 2447.45, "end": 2447.65, "word": " كمان", "probability": 0.9967447916666666}, {"start": 2447.65, "end": 2447.83, "word": " optimal", "probability": 0.94970703125}, {"start": 2447.83, "end": 2448.03, "word": " هاي", "probability": 0.600830078125}, {"start": 2448.03, "end": 2448.27, "word": " كمان", "probability": 0.9962565104166666}, {"start": 2448.27, "end": 2448.53, "word": " optimal", "probability": 0.94091796875}, {"start": 2448.53, "end": 2448.95, "word": " صغيرة", "probability": 0.9596354166666666}, {"start": 2448.95, "end": 2451.81, "word": " هقول", "probability": 0.862060546875}, {"start": 2451.81, "end": 2452.07, "word": " لأ", "probability": 0.986328125}, {"start": 2452.07, "end": 2452.29, "word": " ما", "probability": 0.5166015625}, {"start": 2452.29, "end": 2452.39, "word": " هو", "probability": 0.978515625}, {"start": 2452.39, "end": 2452.49, "word": " أنا", "probability": 0.8564453125}, {"start": 2452.49, "end": 2452.87, "word": " بتعامل", "probability": 0.943359375}, {"start": 2452.87, "end": 2453.01, "word": " مع", "probability": 0.99267578125}, {"start": 2453.01, "end": 2453.11, "word": " ال", "probability": 0.9208984375}, {"start": 2453.11, "end": 2453.39, "word": " maximum", "probability": 0.97509765625}, {"start": 2453.39, "end": 2453.59, "word": " بقى", "probability": 0.8810221354166666}, {"start": 2453.59, "end": 2453.81, "word": " okay", "probability": 0.477783203125}, {"start": 2453.81, "end": 2454.19, "word": " حتى", "probability": 0.894775390625}, {"start": 2454.19, "end": 2454.29, "word": " ال", "probability": 0.90673828125}, {"start": 2454.29, "end": 2454.55, "word": " maximum", "probability": 0.97314453125}, {"start": 2454.55, "end": 2454.73, "word": " هاي", "probability": 0.752197265625}, {"start": 2454.73, "end": 2454.85, "word": " و", "probability": 0.806640625}, {"start": 2454.85, "end": 2455.03, "word": " عندي", "probability": 0.806396484375}, {"start": 2455.03, "end": 2455.35, "word": " واحدة", "probability": 0.9622395833333334}, {"start": 2455.35, "end": 2455.75, "word": " تنتين", "probability": 0.716064453125}, {"start": 2455.75, "end": 2456.27, "word": " تلاتة", "probability": 0.9759521484375}], "temperature": 1.0}, {"id": 96, "seek": 248394, "start": 2457.59, "end": 2483.95, "text": "هدولة in general بنسميهم local فكل local بيشمل معاه ل global أما كل global لأ بمعنى أن كل global هو local بالأساس أما مش كل local global إيش يعني global؟ يعني أفضل واحدة يعني أنا بجيب كل ال local minima أو local maxima و بناخد the best one فبتصير هي ال global", "tokens": [3224, 3215, 12610, 3660, 294, 2674, 44945, 38251, 1829, 16095, 2654, 6156, 28820, 2654, 4724, 1829, 8592, 42213, 20449, 40294, 5296, 4338, 5551, 15042, 28242, 4338, 5296, 10721, 4724, 2304, 3615, 1863, 7578, 14739, 28242, 4338, 31439, 2654, 20666, 10721, 3794, 32277, 5551, 15042, 37893, 28242, 2654, 4338, 11933, 1829, 8592, 37495, 22653, 4338, 22807, 37495, 22653, 5551, 5172, 11242, 1211, 36764, 24401, 3660, 37495, 22653, 41850, 4724, 7435, 1829, 3555, 28242, 2423, 2654, 4464, 64, 34051, 2654, 5138, 64, 4032, 44945, 47283, 3215, 264, 1151, 472, 6156, 3555, 2655, 9381, 13546, 39896, 2423, 4338], "avg_logprob": -0.10546874875823657, "compression_ratio": 1.7370892018779343, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 2457.59, "end": 2458.15, "word": "هدولة", "probability": 0.9168701171875}, {"start": 2458.15, "end": 2458.61, "word": " in", "probability": 0.935546875}, {"start": 2458.61, "end": 2459.13, "word": " general", "probability": 0.912109375}, {"start": 2459.13, "end": 2459.95, "word": " بنسميهم", "probability": 0.92236328125}, {"start": 2459.95, "end": 2460.37, "word": " local", "probability": 0.76513671875}, {"start": 2460.37, "end": 2461.47, "word": " فكل", "probability": 0.9130859375}, {"start": 2461.47, "end": 2462.11, "word": " local", "probability": 0.91162109375}, {"start": 2462.11, "end": 2462.95, "word": " بيشمل", "probability": 0.9622802734375}, {"start": 2462.95, "end": 2463.35, "word": " معاه", "probability": 0.804443359375}, {"start": 2463.35, "end": 2463.49, "word": " ل", "probability": 0.859375}, {"start": 2463.49, "end": 2463.91, "word": " global", "probability": 0.76708984375}, {"start": 2463.91, "end": 2464.61, "word": " أما", "probability": 0.893310546875}, {"start": 2464.61, "end": 2464.83, "word": " كل", "probability": 0.9921875}, {"start": 2464.83, "end": 2465.33, "word": " global", "probability": 0.91455078125}, {"start": 2465.33, "end": 2465.85, "word": " لأ", "probability": 0.9814453125}, {"start": 2465.85, "end": 2467.77, "word": " بمعنى", "probability": 0.9259765625}, {"start": 2467.77, "end": 2468.11, "word": " أن", "probability": 0.47021484375}, {"start": 2468.11, "end": 2468.47, "word": " كل", "probability": 0.79833984375}, {"start": 2468.47, "end": 2469.17, "word": " global", "probability": 0.93212890625}, {"start": 2469.17, "end": 2469.35, "word": " هو", "probability": 0.99560546875}, {"start": 2469.35, "end": 2469.63, "word": " local", "probability": 0.9296875}, {"start": 2469.63, "end": 2470.09, "word": " بالأساس", "probability": 0.9365234375}, {"start": 2470.09, "end": 2470.35, "word": " أما", "probability": 0.944091796875}, {"start": 2470.35, "end": 2470.55, "word": " مش", "probability": 0.97998046875}, {"start": 2470.55, "end": 2470.91, "word": " كل", "probability": 0.978515625}, {"start": 2470.91, "end": 2471.47, "word": " local", "probability": 0.91259765625}, {"start": 2471.47, "end": 2472.55, "word": " global", "probability": 0.8857421875}, {"start": 2472.55, "end": 2473.45, "word": " إيش", "probability": 0.8157552083333334}, {"start": 2473.45, "end": 2473.61, "word": " يعني", "probability": 0.955322265625}, {"start": 2473.61, "end": 2474.15, "word": " global؟", "probability": 0.71533203125}, {"start": 2474.15, "end": 2474.33, "word": " يعني", "probability": 0.9833984375}, {"start": 2474.33, "end": 2475.13, "word": " أفضل", "probability": 0.99560546875}, {"start": 2475.13, "end": 2475.73, "word": " واحدة", "probability": 0.958984375}, {"start": 2475.73, "end": 2475.99, "word": " يعني", "probability": 0.88623046875}, {"start": 2475.99, "end": 2476.09, "word": " أنا", "probability": 0.8974609375}, {"start": 2476.09, "end": 2476.35, "word": " بجيب", "probability": 0.981201171875}, {"start": 2476.35, "end": 2476.81, "word": " كل", "probability": 0.9892578125}, {"start": 2476.81, "end": 2477.03, "word": " ال", "probability": 0.9169921875}, {"start": 2477.03, "end": 2477.41, "word": " local", "probability": 0.87060546875}, {"start": 2477.41, "end": 2478.89, "word": " minima", "probability": 0.75244140625}, {"start": 2478.89, "end": 2479.13, "word": " أو", "probability": 0.93408203125}, {"start": 2479.13, "end": 2479.49, "word": " local", "probability": 0.85986328125}, {"start": 2479.49, "end": 2480.75, "word": " maxima", "probability": 0.92138671875}, {"start": 2480.75, "end": 2480.97, "word": " و", "probability": 0.814453125}, {"start": 2480.97, "end": 2481.29, "word": " بناخد", "probability": 0.904296875}, {"start": 2481.29, "end": 2481.43, "word": " the", "probability": 0.82275390625}, {"start": 2481.43, "end": 2481.77, "word": " best", "probability": 0.9287109375}, {"start": 2481.77, "end": 2482.17, "word": " one", "probability": 0.96728515625}, {"start": 2482.17, "end": 2482.83, "word": " فبتصير", "probability": 0.9552734375}, {"start": 2482.83, "end": 2482.99, "word": " هي", "probability": 0.826171875}, {"start": 2482.99, "end": 2483.49, "word": " ال", "probability": 0.83447265625}, {"start": 2483.49, "end": 2483.95, "word": " global", "probability": 0.8896484375}], "temperature": 1.0}, {"id": 97, "seek": 251328, "start": 2485.1, "end": 2513.28, "text": "هي عندي واحدة، تنتين، تلاتة، مين الأفضل أنا بدور عليهش على maximum، معناته مين الأعلى، معناته هذه صارت global ال global، automatic بقدر أسميها local برضه، لكن هذه local، بقدرش أسميها global، و نفس الكلام لمين؟ للمinimum، للمinimum، كل global هي local، العكس غير صحيح، تمام، معناه ذلك إن كلمة local أشمل", "tokens": [3224, 1829, 18871, 16254, 36764, 24401, 3660, 12399, 6055, 29399, 9957, 12399, 6055, 1211, 9307, 3660, 12399, 3714, 9957, 16247, 5172, 11242, 1211, 41850, 47525, 13063, 47356, 8592, 15844, 6674, 12399, 20449, 8315, 47395, 3714, 9957, 16247, 3615, 23942, 12399, 20449, 8315, 47395, 29538, 20328, 9640, 2655, 4338, 2423, 4338, 12399, 12509, 4724, 28543, 2288, 5551, 38251, 1829, 11296, 2654, 4724, 43042, 3224, 12399, 44381, 29538, 2654, 12399, 4724, 28543, 2288, 8592, 5551, 38251, 1829, 11296, 4338, 12399, 4032, 8717, 36178, 2423, 28820, 10943, 32767, 9957, 22807, 5296, 19528, 259, 332, 449, 12399, 5296, 19528, 259, 332, 449, 12399, 28242, 4338, 39896, 2654, 12399, 18863, 4117, 3794, 32771, 13546, 20328, 5016, 1829, 5016, 12399, 46811, 10943, 12399, 20449, 8315, 3224, 29910, 23275, 36145, 9122, 19528, 3660, 2654, 5551, 8592, 42213], "avg_logprob": -0.19394084014965376, "compression_ratio": 1.8862745098039215, "no_speech_prob": 1.1324882507324219e-06, "words": [{"start": 2485.1, "end": 2485.34, "word": "هي", "probability": 0.826416015625}, {"start": 2485.34, "end": 2485.56, "word": " عندي", "probability": 0.88037109375}, {"start": 2485.56, "end": 2486.12, "word": " واحدة،", "probability": 0.80242919921875}, {"start": 2486.12, "end": 2486.8, "word": " تنتين،", "probability": 0.859130859375}, {"start": 2486.8, "end": 2487.28, "word": " تلاتة،", "probability": 0.90888671875}, {"start": 2487.28, "end": 2487.46, "word": " مين", "probability": 0.89453125}, {"start": 2487.46, "end": 2488.08, "word": " الأفضل", "probability": 0.989501953125}, {"start": 2488.08, "end": 2488.64, "word": " أنا", "probability": 0.50146484375}, {"start": 2488.64, "end": 2488.88, "word": " بدور", "probability": 0.935302734375}, {"start": 2488.88, "end": 2489.22, "word": " عليهش", "probability": 0.6168212890625}, {"start": 2489.22, "end": 2489.3, "word": " على", "probability": 0.88427734375}, {"start": 2489.3, "end": 2489.7, "word": " maximum،", "probability": 0.681640625}, {"start": 2489.7, "end": 2489.94, "word": " معناته", "probability": 0.95556640625}, {"start": 2489.94, "end": 2490.14, "word": " مين", "probability": 0.97021484375}, {"start": 2490.14, "end": 2491.8, "word": " الأعلى،", "probability": 0.8284912109375}, {"start": 2491.8, "end": 2492.1, "word": " معناته", "probability": 0.9597981770833334}, {"start": 2492.1, "end": 2492.3, "word": " هذه", "probability": 0.62939453125}, {"start": 2492.3, "end": 2492.6, "word": " صارت", "probability": 0.958984375}, {"start": 2492.6, "end": 2493.0, "word": " global", "probability": 0.802734375}, {"start": 2493.0, "end": 2494.24, "word": " ال", "probability": 0.2244873046875}, {"start": 2494.24, "end": 2495.06, "word": " global،", "probability": 0.5301513671875}, {"start": 2495.06, "end": 2495.42, "word": " automatic", "probability": 0.57958984375}, {"start": 2495.42, "end": 2495.76, "word": " بقدر", "probability": 0.966796875}, {"start": 2495.76, "end": 2496.04, "word": " أسميها", "probability": 0.8885498046875}, {"start": 2496.04, "end": 2496.3, "word": " local", "probability": 0.89892578125}, {"start": 2496.3, "end": 2497.32, "word": " برضه،", "probability": 0.9588623046875}, {"start": 2497.32, "end": 2497.58, "word": " لكن", "probability": 0.98583984375}, {"start": 2497.58, "end": 2497.78, "word": " هذه", "probability": 0.76220703125}, {"start": 2497.78, "end": 2498.16, "word": " local،", "probability": 0.85791015625}, {"start": 2498.16, "end": 2498.5, "word": " بقدرش", "probability": 0.8936767578125}, {"start": 2498.5, "end": 2498.78, "word": " أسميها", "probability": 0.9818115234375}, {"start": 2498.78, "end": 2500.0, "word": " global،", "probability": 0.81201171875}, {"start": 2500.0, "end": 2500.08, "word": " و", "probability": 0.8740234375}, {"start": 2500.08, "end": 2500.24, "word": " نفس", "probability": 0.834716796875}, {"start": 2500.24, "end": 2500.62, "word": " الكلام", "probability": 0.978515625}, {"start": 2500.62, "end": 2501.28, "word": " لمين؟", "probability": 0.7496744791666666}, {"start": 2501.28, "end": 2504.2, "word": " للمinimum،", "probability": 0.65045166015625}, {"start": 2504.2, "end": 2504.98, "word": " للمinimum،", "probability": 0.9325358072916666}, {"start": 2504.98, "end": 2505.22, "word": " كل", "probability": 0.984375}, {"start": 2505.22, "end": 2505.7, "word": " global", "probability": 0.89990234375}, {"start": 2505.7, "end": 2505.94, "word": " هي", "probability": 0.8974609375}, {"start": 2505.94, "end": 2507.2, "word": " local،", "probability": 0.888427734375}, {"start": 2507.2, "end": 2507.56, "word": " العكس", "probability": 0.9918619791666666}, {"start": 2507.56, "end": 2507.74, "word": " غير", "probability": 0.995849609375}, {"start": 2507.74, "end": 2509.66, "word": " صحيح،", "probability": 0.98134765625}, {"start": 2509.66, "end": 2510.16, "word": " تمام،", "probability": 0.8211263020833334}, {"start": 2510.16, "end": 2510.46, "word": " معناه", "probability": 0.7037760416666666}, {"start": 2510.46, "end": 2510.64, "word": " ذلك", "probability": 0.9873046875}, {"start": 2510.64, "end": 2510.78, "word": " إن", "probability": 0.2320556640625}, {"start": 2510.78, "end": 2511.1, "word": " كلمة", "probability": 0.7928059895833334}, {"start": 2511.1, "end": 2512.18, "word": " local", "probability": 0.69482421875}, {"start": 2512.18, "end": 2513.28, "word": " أشمل", "probability": 0.94384765625}], "temperature": 1.0}, {"id": 98, "seek": 253354, "start": 2517.38, "end": 2533.54, "text": "لأنه local تحتمل أنها تكون حل local أو حل global، مش هيك؟ خلاص لما بقول local، ليش؟ لأنه قلنا كل global هو local، و العكس غير صحيح، لما أقول local، بقدرش أقول عنها global", "tokens": [1211, 33456, 3224, 2654, 6055, 33753, 42213, 14739, 11296, 6055, 30544, 11331, 1211, 2654, 34051, 11331, 1211, 4338, 12399, 37893, 39896, 4117, 22807, 16490, 1211, 33546, 5296, 15042, 4724, 39648, 2654, 12399, 32239, 8592, 22807, 5296, 33456, 3224, 12174, 1211, 8315, 28242, 4338, 31439, 2654, 12399, 4032, 18863, 4117, 3794, 32771, 13546, 20328, 5016, 1829, 5016, 12399, 5296, 15042, 5551, 39648, 2654, 12399, 4724, 28543, 2288, 8592, 5551, 39648, 18871, 11296, 4338], "avg_logprob": -0.13934075832366943, "compression_ratio": 1.6603773584905661, "no_speech_prob": 1.6093254089355469e-06, "words": [{"start": 2517.38, "end": 2518.06, "word": "لأنه", "probability": 0.8234049479166666}, {"start": 2518.06, "end": 2518.74, "word": " local", "probability": 0.85107421875}, {"start": 2518.74, "end": 2519.88, "word": " تحتمل", "probability": 0.9768880208333334}, {"start": 2519.88, "end": 2520.1, "word": " أنها", "probability": 0.735595703125}, {"start": 2520.1, "end": 2520.46, "word": " تكون", "probability": 0.991943359375}, {"start": 2520.46, "end": 2521.16, "word": " حل", "probability": 0.8720703125}, {"start": 2521.16, "end": 2521.5, "word": " local", "probability": 0.8369140625}, {"start": 2521.5, "end": 2521.7, "word": " أو", "probability": 0.83544921875}, {"start": 2521.7, "end": 2521.92, "word": " حل", "probability": 0.995361328125}, {"start": 2521.92, "end": 2523.66, "word": " global،", "probability": 0.6595458984375}, {"start": 2523.66, "end": 2524.5, "word": " مش", "probability": 0.8466796875}, {"start": 2524.5, "end": 2525.02, "word": " هيك؟", "probability": 0.92236328125}, {"start": 2525.02, "end": 2525.3, "word": " خلاص", "probability": 0.9835611979166666}, {"start": 2525.3, "end": 2525.44, "word": " لما", "probability": 0.875732421875}, {"start": 2525.44, "end": 2525.66, "word": " بقول", "probability": 0.91455078125}, {"start": 2525.66, "end": 2526.02, "word": " local،", "probability": 0.754638671875}, {"start": 2526.02, "end": 2526.36, "word": " ليش؟", "probability": 0.9256184895833334}, {"start": 2526.36, "end": 2526.62, "word": " لأنه", "probability": 0.8243815104166666}, {"start": 2526.62, "end": 2527.1, "word": " قلنا", "probability": 0.7815755208333334}, {"start": 2527.1, "end": 2527.46, "word": " كل", "probability": 0.98095703125}, {"start": 2527.46, "end": 2527.86, "word": " global", "probability": 0.9306640625}, {"start": 2527.86, "end": 2528.02, "word": " هو", "probability": 0.98779296875}, {"start": 2528.02, "end": 2529.38, "word": " local،", "probability": 0.841796875}, {"start": 2529.38, "end": 2529.46, "word": " و", "probability": 0.66357421875}, {"start": 2529.46, "end": 2529.72, "word": " العكس", "probability": 0.9444986979166666}, {"start": 2529.72, "end": 2529.92, "word": " غير", "probability": 0.9921875}, {"start": 2529.92, "end": 2531.06, "word": " صحيح،", "probability": 0.957421875}, {"start": 2531.06, "end": 2531.68, "word": " لما", "probability": 0.9755859375}, {"start": 2531.68, "end": 2531.88, "word": " أقول", "probability": 0.8466796875}, {"start": 2531.88, "end": 2532.6, "word": " local،", "probability": 0.736328125}, {"start": 2532.6, "end": 2532.92, "word": " بقدرش", "probability": 0.8426513671875}, {"start": 2532.92, "end": 2533.04, "word": " أقول", "probability": 0.950927734375}, {"start": 2533.04, "end": 2533.24, "word": " عنها", "probability": 0.892333984375}, {"start": 2533.24, "end": 2533.54, "word": " global", "probability": 0.93896484375}], "temperature": 1.0}, {"id": 99, "seek": 255535, "start": 2534.49, "end": 2555.35, "text": "معنى ذلك إيش الكلمة المشتركة اللي بقدر أقولها و أنا مرتاح local لأن كلهم ينطبق عليهم كلمة local و مش كلهم ينطبق عليهم كلمة global كمان فعشان هيك بنسميها .. هنبدأ نتكلم عن local search algorithm and optimization problems هذه هناخد فيها أربع طرق أو أربع strategies هيك نتكلم عنها الأخيرة هن ..", "tokens": [2304, 3615, 1863, 7578, 29910, 23275, 11933, 1829, 8592, 33251, 19528, 3660, 9673, 8592, 2655, 31747, 3660, 13672, 1829, 4724, 28543, 2288, 5551, 39648, 11296, 4032, 41850, 3714, 43500, 39319, 2654, 5296, 33456, 28242, 16095, 7251, 1863, 9566, 3555, 4587, 25894, 16095, 9122, 19528, 3660, 2654, 4032, 37893, 28242, 16095, 7251, 1863, 9566, 3555, 4587, 25894, 16095, 9122, 19528, 3660, 4338, 9122, 2304, 7649, 6156, 3615, 8592, 7649, 39896, 4117, 44945, 38251, 1829, 11296, 4386, 8032, 1863, 44510, 10721, 8717, 2655, 4117, 19528, 18871, 2654, 3164, 9284, 293, 19618, 2740, 29538, 8032, 1863, 47283, 3215, 8978, 11296, 5551, 25513, 3615, 23032, 2288, 4587, 34051, 5551, 25513, 3615, 9029, 39896, 4117, 8717, 2655, 4117, 19528, 18871, 11296, 16247, 9778, 48923, 8032, 1863, 4386], "avg_logprob": -0.14748475948969522, "compression_ratio": 1.731060606060606, "no_speech_prob": 1.2516975402832031e-06, "words": [{"start": 2534.49, "end": 2534.85, "word": "معنى", "probability": 0.8055419921875}, {"start": 2534.85, "end": 2535.07, "word": " ذلك", "probability": 0.991455078125}, {"start": 2535.07, "end": 2535.25, "word": " إيش", "probability": 0.7543131510416666}, {"start": 2535.25, "end": 2535.73, "word": " الكلمة", "probability": 0.9091796875}, {"start": 2535.73, "end": 2536.43, "word": " المشتركة", "probability": 0.9927734375}, {"start": 2536.43, "end": 2536.55, "word": " اللي", "probability": 0.8466796875}, {"start": 2536.55, "end": 2536.85, "word": " بقدر", "probability": 0.9873046875}, {"start": 2536.85, "end": 2537.17, "word": " أقولها", "probability": 0.9396158854166666}, {"start": 2537.17, "end": 2537.21, "word": " و", "probability": 0.90087890625}, {"start": 2537.21, "end": 2537.31, "word": " أنا", "probability": 0.8623046875}, {"start": 2537.31, "end": 2537.73, "word": " مرتاح", "probability": 0.9861653645833334}, {"start": 2537.73, "end": 2538.17, "word": " local", "probability": 0.2413330078125}, {"start": 2538.17, "end": 2538.95, "word": " لأن", "probability": 0.676513671875}, {"start": 2538.95, "end": 2539.25, "word": " كلهم", "probability": 0.9140625}, {"start": 2539.25, "end": 2539.59, "word": " ينطبق", "probability": 0.837744140625}, {"start": 2539.59, "end": 2539.77, "word": " عليهم", "probability": 0.960205078125}, {"start": 2539.77, "end": 2540.03, "word": " كلمة", "probability": 0.97216796875}, {"start": 2540.03, "end": 2540.33, "word": " local", "probability": 0.875}, {"start": 2540.33, "end": 2540.63, "word": " و", "probability": 0.97412109375}, {"start": 2540.63, "end": 2540.77, "word": " مش", "probability": 0.6630859375}, {"start": 2540.77, "end": 2541.09, "word": " كلهم", "probability": 0.948974609375}, {"start": 2541.09, "end": 2541.39, "word": " ينطبق", "probability": 0.98857421875}, {"start": 2541.39, "end": 2541.59, "word": " عليهم", "probability": 0.989013671875}, {"start": 2541.59, "end": 2541.81, "word": " كلمة", "probability": 0.9586588541666666}, {"start": 2541.81, "end": 2542.13, "word": " global", "probability": 0.83984375}, {"start": 2542.13, "end": 2543.31, "word": " كمان", "probability": 0.82373046875}, {"start": 2543.31, "end": 2544.05, "word": " فعشان", "probability": 0.919677734375}, {"start": 2544.05, "end": 2544.17, "word": " هيك", "probability": 0.640869140625}, {"start": 2544.17, "end": 2544.57, "word": " بنسميها", "probability": 0.935546875}, {"start": 2544.57, "end": 2544.61, "word": " ..", "probability": 0.289794921875}, {"start": 2544.61, "end": 2544.87, "word": " هنبدأ", "probability": 0.7781982421875}, {"start": 2544.87, "end": 2545.13, "word": " نتكلم", "probability": 0.9710693359375}, {"start": 2545.13, "end": 2545.31, "word": " عن", "probability": 0.97998046875}, {"start": 2545.31, "end": 2545.59, "word": " local", "probability": 0.52294921875}, {"start": 2545.59, "end": 2545.97, "word": " search", "probability": 0.97705078125}, {"start": 2545.97, "end": 2546.47, "word": " algorithm", "probability": 0.76708984375}, {"start": 2546.47, "end": 2547.29, "word": " and", "probability": 0.92529296875}, {"start": 2547.29, "end": 2547.83, "word": " optimization", "probability": 0.923828125}, {"start": 2547.83, "end": 2548.57, "word": " problems", "probability": 0.798828125}, {"start": 2548.57, "end": 2549.07, "word": " هذه", "probability": 0.482177734375}, {"start": 2549.07, "end": 2549.45, "word": " هناخد", "probability": 0.9556884765625}, {"start": 2549.45, "end": 2549.73, "word": " فيها", "probability": 0.9951171875}, {"start": 2549.73, "end": 2550.17, "word": " أربع", "probability": 0.7796223958333334}, {"start": 2550.17, "end": 2551.13, "word": " طرق", "probability": 0.9801432291666666}, {"start": 2551.13, "end": 2551.33, "word": " أو", "probability": 0.89990234375}, {"start": 2551.33, "end": 2551.69, "word": " أربع", "probability": 0.9729817708333334}, {"start": 2551.69, "end": 2552.33, "word": " strategies", "probability": 0.7705078125}, {"start": 2552.33, "end": 2552.63, "word": " هيك", "probability": 0.880126953125}, {"start": 2552.63, "end": 2553.03, "word": " نتكلم", "probability": 0.98193359375}, {"start": 2553.03, "end": 2553.41, "word": " عنها", "probability": 0.99560546875}, {"start": 2553.41, "end": 2554.27, "word": " الأخيرة", "probability": 0.9169921875}, {"start": 2554.27, "end": 2555.15, "word": " هن", "probability": 0.85009765625}, {"start": 2555.15, "end": 2555.35, "word": " ..", "probability": 0.84912109375}], "temperature": 1.0}, {"id": 100, "seek": 258440, "start": 2555.94, "end": 2584.4, "text": "نرجعها شوية لأنه هيك هيك احنا هنشرحها في chapter كامل لقدام يعني شهر شهر و نص لقدام ان شاء الله تعالى هنكون وصلنا لل genetic algorithms هذه و هنشرحها بالتفصيل المملء okay فالان خلينا في التلاتة اللي جابلها نبدأ بال hill climbing search ثم ال simulated annealing search ثم هنتكلم عن ال local beam search نبدأ حاجة حاجة", "tokens": [1863, 47341, 3615, 11296, 13412, 2407, 10632, 5296, 33456, 3224, 39896, 4117, 39896, 4117, 1975, 5016, 8315, 8032, 1863, 46309, 5016, 11296, 8978, 7187, 9122, 10943, 1211, 5296, 28543, 10943, 37495, 22653, 13412, 3224, 2288, 13412, 3224, 2288, 4032, 8717, 9381, 5296, 28543, 10943, 16472, 13412, 16606, 21984, 37279, 6027, 7578, 8032, 1863, 30544, 4032, 36520, 8315, 24976, 12462, 14642, 29538, 4032, 8032, 1863, 46309, 5016, 11296, 20666, 2655, 5172, 9381, 26895, 9673, 42213, 38207, 1392, 6156, 6027, 7649, 16490, 20292, 8315, 8978, 16712, 1211, 9307, 3660, 13672, 1829, 10874, 16758, 1211, 11296, 8717, 44510, 10721, 20666, 10997, 14780, 3164, 38637, 2304, 2423, 41713, 22256, 4270, 3164, 38637, 2304, 8032, 29399, 4117, 19528, 18871, 2423, 2654, 14269, 3164, 8717, 44510, 10721, 11331, 26108, 3660, 11331, 26108, 3660], "avg_logprob": -0.14697266009170562, "compression_ratio": 1.7385159010600706, "no_speech_prob": 2.086162567138672e-06, "words": [{"start": 2555.94, "end": 2556.52, "word": "نرجعها", "probability": 0.82159423828125}, {"start": 2556.52, "end": 2556.84, "word": " شوية", "probability": 0.90087890625}, {"start": 2556.84, "end": 2557.14, "word": " لأنه", "probability": 0.6024576822916666}, {"start": 2557.14, "end": 2557.3, "word": " هيك", "probability": 0.930419921875}, {"start": 2557.3, "end": 2557.42, "word": " هيك", "probability": 0.97705078125}, {"start": 2557.42, "end": 2557.56, "word": " احنا", "probability": 0.8390299479166666}, {"start": 2557.56, "end": 2558.02, "word": " هنشرحها", "probability": 0.941796875}, {"start": 2558.02, "end": 2558.14, "word": " في", "probability": 0.88671875}, {"start": 2558.14, "end": 2558.36, "word": " chapter", "probability": 0.82763671875}, {"start": 2558.36, "end": 2558.74, "word": " كامل", "probability": 0.9910481770833334}, {"start": 2558.74, "end": 2559.2, "word": " لقدام", "probability": 0.7893880208333334}, {"start": 2559.2, "end": 2559.98, "word": " يعني", "probability": 0.7763671875}, {"start": 2559.98, "end": 2560.74, "word": " شهر", "probability": 0.9923502604166666}, {"start": 2560.74, "end": 2561.0, "word": " شهر", "probability": 0.9152018229166666}, {"start": 2561.0, "end": 2561.14, "word": " و", "probability": 0.77685546875}, {"start": 2561.14, "end": 2561.26, "word": " نص", "probability": 0.845458984375}, {"start": 2561.26, "end": 2562.04, "word": " لقدام", "probability": 0.9586588541666666}, {"start": 2562.04, "end": 2562.16, "word": " ان", "probability": 0.7431640625}, {"start": 2562.16, "end": 2562.26, "word": " شاء", "probability": 0.9794921875}, {"start": 2562.26, "end": 2562.34, "word": " الله", "probability": 0.89599609375}, {"start": 2562.34, "end": 2562.64, "word": " تعالى", "probability": 0.9363606770833334}, {"start": 2562.64, "end": 2563.18, "word": " هنكون", "probability": 0.9111328125}, {"start": 2563.18, "end": 2563.58, "word": " وصلنا", "probability": 0.92236328125}, {"start": 2563.58, "end": 2563.82, "word": " لل", "probability": 0.77490234375}, {"start": 2563.82, "end": 2564.48, "word": " genetic", "probability": 0.5009765625}, {"start": 2564.48, "end": 2565.14, "word": " algorithms", "probability": 0.7783203125}, {"start": 2565.14, "end": 2565.8, "word": " هذه", "probability": 0.470947265625}, {"start": 2565.8, "end": 2565.88, "word": " و", "probability": 0.91943359375}, {"start": 2565.88, "end": 2566.34, "word": " هنشرحها", "probability": 0.98818359375}, {"start": 2566.34, "end": 2566.94, "word": " بالتفصيل", "probability": 0.9447265625}, {"start": 2566.94, "end": 2567.76, "word": " المملء", "probability": 0.6841634114583334}, {"start": 2567.76, "end": 2568.12, "word": " okay", "probability": 0.478759765625}, {"start": 2568.12, "end": 2568.78, "word": " فالان", "probability": 0.8460286458333334}, {"start": 2568.78, "end": 2569.28, "word": " خلينا", "probability": 0.8134765625}, {"start": 2569.28, "end": 2569.5, "word": " في", "probability": 0.90673828125}, {"start": 2569.5, "end": 2569.96, "word": " التلاتة", "probability": 0.908935546875}, {"start": 2569.96, "end": 2570.06, "word": " اللي", "probability": 0.96484375}, {"start": 2570.06, "end": 2570.5, "word": " جابلها", "probability": 0.9755859375}, {"start": 2570.5, "end": 2571.04, "word": " نبدأ", "probability": 0.9627278645833334}, {"start": 2571.04, "end": 2571.24, "word": " بال", "probability": 0.96630859375}, {"start": 2571.24, "end": 2572.06, "word": " hill", "probability": 0.230712890625}, {"start": 2572.06, "end": 2572.68, "word": " climbing", "probability": 0.88134765625}, {"start": 2572.68, "end": 2573.28, "word": " search", "probability": 0.9326171875}, {"start": 2573.28, "end": 2574.92, "word": " ثم", "probability": 0.982666015625}, {"start": 2574.92, "end": 2576.56, "word": " ال", "probability": 0.853515625}, {"start": 2576.56, "end": 2577.36, "word": " simulated", "probability": 0.97119140625}, {"start": 2577.36, "end": 2578.1, "word": " annealing", "probability": 0.923095703125}, {"start": 2578.1, "end": 2579.38, "word": " search", "probability": 0.9638671875}, {"start": 2579.38, "end": 2580.12, "word": " ثم", "probability": 0.980712890625}, {"start": 2580.12, "end": 2580.56, "word": " هنتكلم", "probability": 0.9683837890625}, {"start": 2580.56, "end": 2580.72, "word": " عن", "probability": 0.98779296875}, {"start": 2580.72, "end": 2580.84, "word": " ال", "probability": 0.9736328125}, {"start": 2580.84, "end": 2581.16, "word": " local", "probability": 0.658203125}, {"start": 2581.16, "end": 2581.58, "word": " beam", "probability": 0.363037109375}, {"start": 2581.58, "end": 2582.26, "word": " search", "probability": 0.97802734375}, {"start": 2582.26, "end": 2583.76, "word": " نبدأ", "probability": 0.9767252604166666}, {"start": 2583.76, "end": 2584.02, "word": " حاجة", "probability": 0.97998046875}, {"start": 2584.02, "end": 2584.4, "word": " حاجة", "probability": 0.9925130208333334}], "temperature": 1.0}, {"id": 101, "seek": 260848, "start": 2586.03, "end": 2608.49, "text": "بالأولى إذا قدرنا نتحرك مع الأولى إن شاء الله اللي هي ال hill climbing search hill climbing search اللي هو إيش؟ تسلق التلة أو تسلق الجبل كويس like climbing Everest كلنا عارفين Everest زي واحد بتسلق قمة Everest in thick fog with .. in .. in Mesia", "tokens": [3555, 6027, 10721, 12610, 7578, 11933, 15730, 12174, 3215, 2288, 8315, 8717, 2655, 5016, 31747, 20449, 16247, 12610, 7578, 36145, 13412, 16606, 21984, 13672, 1829, 39896, 2423, 10997, 14780, 3164, 10997, 14780, 3164, 13672, 1829, 31439, 11933, 1829, 8592, 22807, 6055, 3794, 1211, 4587, 16712, 37977, 34051, 6055, 3794, 1211, 4587, 25724, 36150, 9122, 45865, 3794, 411, 14780, 47591, 28242, 8315, 6225, 9640, 5172, 9957, 47591, 30767, 1829, 36764, 24401, 39894, 3794, 1211, 4587, 12174, 46007, 47591, 294, 5060, 13648, 365, 4386, 294, 4386, 294, 17485, 654], "avg_logprob": -0.18874289247800002, "compression_ratio": 1.6650717703349283, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 2586.03, "end": 2586.71, "word": "بالأولى", "probability": 0.928125}, {"start": 2586.71, "end": 2586.93, "word": " إذا", "probability": 0.64697265625}, {"start": 2586.93, "end": 2587.25, "word": " قدرنا", "probability": 0.83795166015625}, {"start": 2587.25, "end": 2587.59, "word": " نتحرك", "probability": 0.970458984375}, {"start": 2587.59, "end": 2587.75, "word": " مع", "probability": 0.97119140625}, {"start": 2587.75, "end": 2588.15, "word": " الأولى", "probability": 0.9431966145833334}, {"start": 2588.15, "end": 2588.27, "word": " إن", "probability": 0.56201171875}, {"start": 2588.27, "end": 2588.37, "word": " شاء", "probability": 0.9794921875}, {"start": 2588.37, "end": 2588.63, "word": " الله", "probability": 0.94482421875}, {"start": 2588.63, "end": 2590.45, "word": " اللي", "probability": 0.711181640625}, {"start": 2590.45, "end": 2590.73, "word": " هي", "probability": 0.89208984375}, {"start": 2590.73, "end": 2591.15, "word": " ال", "probability": 0.888671875}, {"start": 2591.15, "end": 2591.29, "word": " hill", "probability": 0.8125}, {"start": 2591.29, "end": 2591.79, "word": " climbing", "probability": 0.88671875}, {"start": 2591.79, "end": 2592.37, "word": " search", "probability": 0.89013671875}, {"start": 2592.37, "end": 2592.61, "word": " hill", "probability": 0.4697265625}, {"start": 2592.61, "end": 2592.97, "word": " climbing", "probability": 0.96435546875}, {"start": 2592.97, "end": 2593.29, "word": " search", "probability": 0.984375}, {"start": 2593.29, "end": 2593.43, "word": " اللي", "probability": 0.95751953125}, {"start": 2593.43, "end": 2593.59, "word": " هو", "probability": 0.96533203125}, {"start": 2593.59, "end": 2593.93, "word": " إيش؟", "probability": 0.71441650390625}, {"start": 2593.93, "end": 2594.31, "word": " تسلق", "probability": 0.97509765625}, {"start": 2594.31, "end": 2594.69, "word": " التلة", "probability": 0.905029296875}, {"start": 2594.69, "end": 2595.03, "word": " أو", "probability": 0.89990234375}, {"start": 2595.03, "end": 2595.31, "word": " تسلق", "probability": 0.990478515625}, {"start": 2595.31, "end": 2595.65, "word": " الجبل", "probability": 0.99462890625}, {"start": 2595.65, "end": 2596.25, "word": " كويس", "probability": 0.92041015625}, {"start": 2596.25, "end": 2597.01, "word": " like", "probability": 0.67041015625}, {"start": 2597.01, "end": 2597.79, "word": " climbing", "probability": 0.9736328125}, {"start": 2597.79, "end": 2598.35, "word": " Everest", "probability": 0.71533203125}, {"start": 2598.35, "end": 2598.67, "word": " كلنا", "probability": 0.7783203125}, {"start": 2598.67, "end": 2598.87, "word": " عارفين", "probability": 0.992919921875}, {"start": 2598.87, "end": 2599.27, "word": " Everest", "probability": 0.5888671875}, {"start": 2599.27, "end": 2600.09, "word": " زي", "probability": 0.9013671875}, {"start": 2600.09, "end": 2600.41, "word": " واحد", "probability": 0.992431640625}, {"start": 2600.41, "end": 2601.01, "word": " بتسلق", "probability": 0.9608154296875}, {"start": 2601.01, "end": 2601.39, "word": " قمة", "probability": 0.993408203125}, {"start": 2601.39, "end": 2601.95, "word": " Everest", "probability": 0.82861328125}, {"start": 2601.95, "end": 2602.67, "word": " in", "probability": 0.92578125}, {"start": 2602.67, "end": 2603.41, "word": " thick", "probability": 0.73779296875}, {"start": 2603.41, "end": 2604.49, "word": " fog", "probability": 0.9736328125}, {"start": 2604.49, "end": 2605.83, "word": " with", "probability": 0.8251953125}, {"start": 2605.83, "end": 2607.85, "word": " ..", "probability": 0.22216796875}, {"start": 2607.85, "end": 2607.87, "word": " in", "probability": 0.638671875}, {"start": 2607.87, "end": 2607.95, "word": " ..", "probability": 0.40771484375}, {"start": 2607.95, "end": 2608.17, "word": " in", "probability": 0.693359375}, {"start": 2608.17, "end": 2608.49, "word": " Mesia", "probability": 0.5164794921875}], "temperature": 1.0}, {"id": 102, "seek": 263450, "start": 2610.14, "end": 2634.5, "text": "امنيشيا، إيش يعني امنيشيا؟ معناته إنه ضباب، يعني أنت مش شايف حوالنا، يعني إحنا مش شايفين حوالنا .. اللي حوالنا، بنتحرك على عمياتي يعني، فإذا أو ماعنديش أي شيء إرشادي، ماعنديش heuristic، عمياني يعني الواحد بتتحرك، طبعاً thick فوق بمعنى ضباب كثيف، بالظبط، تخيل أن أنت بدك تطلع على تلة أو على جبل و الدنيا مش شايفة قدامك", "tokens": [10943, 22653, 8592, 25528, 12399, 11933, 1829, 8592, 37495, 22653, 1975, 2304, 22653, 8592, 25528, 22807, 20449, 8315, 47395, 36145, 3224, 48812, 3555, 16758, 12399, 37495, 22653, 14739, 2655, 37893, 13412, 995, 33911, 11331, 2407, 6027, 8315, 12399, 37495, 22653, 11933, 5016, 8315, 37893, 13412, 995, 33911, 9957, 11331, 2407, 6027, 8315, 4386, 13672, 1829, 11331, 2407, 6027, 8315, 12399, 44945, 2655, 5016, 31747, 15844, 6225, 2304, 1829, 9307, 1829, 37495, 22653, 12399, 6156, 28814, 15730, 34051, 19446, 3615, 1863, 16254, 8592, 36632, 44049, 38207, 11933, 2288, 8592, 995, 16254, 12399, 19446, 3615, 1863, 16254, 8592, 415, 374, 3142, 12399, 6225, 2304, 1829, 7649, 1829, 37495, 22653, 2423, 14407, 24401, 39894, 2655, 5016, 31747, 12399, 23032, 3555, 3615, 995, 14111, 5060, 6156, 30543, 4724, 2304, 3615, 1863, 7578, 48812, 3555, 16758, 9122, 12984, 33911, 12399, 20666, 19913, 3555, 9566, 12399, 6055, 9778, 26895, 14739, 14739, 2655, 47525, 4117, 6055, 9566, 1211, 3615, 15844, 6055, 37977, 34051, 15844, 10874, 36150, 4032, 32748, 22653, 995, 37893, 13412, 995, 33911, 3660, 12174, 3215, 10943, 4117], "avg_logprob": -0.17557802951404813, "compression_ratio": 2.032608695652174, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 2610.1400000000003, "end": 2610.84, "word": "امنيشيا،", "probability": 0.6597412109375}, {"start": 2610.84, "end": 2611.04, "word": " إيش", "probability": 0.82080078125}, {"start": 2611.04, "end": 2611.2, "word": " يعني", "probability": 0.933349609375}, {"start": 2611.2, "end": 2611.78, "word": " امنيشيا؟", "probability": 0.915283203125}, {"start": 2611.78, "end": 2612.16, "word": " معناته", "probability": 0.96435546875}, {"start": 2612.16, "end": 2612.48, "word": " إنه", "probability": 0.780029296875}, {"start": 2612.48, "end": 2612.86, "word": " ضباب،", "probability": 0.9281005859375}, {"start": 2612.86, "end": 2612.88, "word": " يعني", "probability": 0.9716796875}, {"start": 2612.88, "end": 2613.0, "word": " أنت", "probability": 0.798095703125}, {"start": 2613.0, "end": 2613.1, "word": " مش", "probability": 0.92529296875}, {"start": 2613.1, "end": 2613.3, "word": " شايف", "probability": 0.9873046875}, {"start": 2613.3, "end": 2613.9, "word": " حوالنا،", "probability": 0.84228515625}, {"start": 2613.9, "end": 2614.08, "word": " يعني", "probability": 0.92822265625}, {"start": 2614.08, "end": 2614.18, "word": " إحنا", "probability": 0.8077799479166666}, {"start": 2614.18, "end": 2614.3, "word": " مش", "probability": 0.986328125}, {"start": 2614.3, "end": 2614.58, "word": " شايفين", "probability": 0.9893798828125}, {"start": 2614.58, "end": 2614.9, "word": " حوالنا", "probability": 0.7198486328125}, {"start": 2614.9, "end": 2615.2, "word": " ..", "probability": 0.62451171875}, {"start": 2615.2, "end": 2615.68, "word": " اللي", "probability": 0.98876953125}, {"start": 2615.68, "end": 2616.6, "word": " حوالنا،", "probability": 0.888671875}, {"start": 2616.6, "end": 2617.28, "word": " بنتحرك", "probability": 0.9100341796875}, {"start": 2617.28, "end": 2617.46, "word": " على", "probability": 0.671875}, {"start": 2617.46, "end": 2618.04, "word": " عمياتي", "probability": 0.76953125}, {"start": 2618.04, "end": 2618.96, "word": " يعني،", "probability": 0.8323567708333334}, {"start": 2618.96, "end": 2619.32, "word": " فإذا", "probability": 0.8504231770833334}, {"start": 2619.32, "end": 2620.4, "word": " أو", "probability": 0.5537109375}, {"start": 2620.4, "end": 2621.28, "word": " ماعنديش", "probability": 0.967578125}, {"start": 2621.28, "end": 2621.62, "word": " أي", "probability": 0.7998046875}, {"start": 2621.62, "end": 2622.26, "word": " شيء", "probability": 0.910888671875}, {"start": 2622.26, "end": 2623.36, "word": " إرشادي،", "probability": 0.8530680338541666}, {"start": 2623.36, "end": 2623.7, "word": " ماعنديش", "probability": 0.98251953125}, {"start": 2623.7, "end": 2624.88, "word": " heuristic،", "probability": 0.68731689453125}, {"start": 2624.88, "end": 2625.36, "word": " عمياني", "probability": 0.98642578125}, {"start": 2625.36, "end": 2625.52, "word": " يعني", "probability": 0.958251953125}, {"start": 2625.52, "end": 2625.74, "word": " الواحد", "probability": 0.8597005208333334}, {"start": 2625.74, "end": 2626.4, "word": " بتتحرك،", "probability": 0.8587890625}, {"start": 2626.4, "end": 2626.72, "word": " طبعاً", "probability": 0.9310546875}, {"start": 2626.72, "end": 2626.94, "word": " thick", "probability": 0.248046875}, {"start": 2626.94, "end": 2627.3, "word": " فوق", "probability": 0.3333740234375}, {"start": 2627.3, "end": 2627.88, "word": " بمعنى", "probability": 0.945703125}, {"start": 2627.88, "end": 2628.38, "word": " ضباب", "probability": 0.9895833333333334}, {"start": 2628.38, "end": 2629.6, "word": " كثيف،", "probability": 0.95849609375}, {"start": 2629.6, "end": 2630.12, "word": " بالظبط،", "probability": 0.882861328125}, {"start": 2630.12, "end": 2630.34, "word": " تخيل", "probability": 0.9274088541666666}, {"start": 2630.34, "end": 2630.48, "word": " أن", "probability": 0.6474609375}, {"start": 2630.48, "end": 2630.54, "word": " أنت", "probability": 0.672119140625}, {"start": 2630.54, "end": 2630.74, "word": " بدك", "probability": 0.573486328125}, {"start": 2630.74, "end": 2631.06, "word": " تطلع", "probability": 0.991455078125}, {"start": 2631.06, "end": 2631.24, "word": " على", "probability": 0.95947265625}, {"start": 2631.24, "end": 2631.6, "word": " تلة", "probability": 0.93798828125}, {"start": 2631.6, "end": 2632.02, "word": " أو", "probability": 0.9677734375}, {"start": 2632.02, "end": 2632.22, "word": " على", "probability": 0.83642578125}, {"start": 2632.22, "end": 2632.72, "word": " جبل", "probability": 0.99658203125}, {"start": 2632.72, "end": 2633.24, "word": " و", "probability": 0.46337890625}, {"start": 2633.24, "end": 2633.62, "word": " الدنيا", "probability": 0.9578450520833334}, {"start": 2633.62, "end": 2633.74, "word": " مش", "probability": 0.97802734375}, {"start": 2633.74, "end": 2634.0, "word": " شايفة", "probability": 0.907470703125}, {"start": 2634.0, "end": 2634.5, "word": " قدامك", "probability": 0.9771728515625}], "temperature": 1.0}, {"id": 103, "seek": 266367, "start": 2635.77, "end": 2663.67, "text": "إيش بنعمل؟ فال algorithm اللي بدنا نتحدث عنه الآن هو اللي .. اللي المفروض حللنا الجثة هذه طيب عشان أوضحلكوا إيش بدو يشتغل خلوني أفترض إن أحنا هنا فعلا موجودين على .. بدنا نطلع على تلة و أنا مش عارف أين أروح، إيش بنسوي؟ واقف و ببدأ أحسس حوليا، صح؟ بنحسس برجلنا، بحسس شوية يمين و شوية شمال، صح؟ بشوف مين .. وين رجلي عليت و بمشي", "tokens": [28814, 1829, 8592, 44945, 25957, 1211, 22807, 6156, 6027, 9284, 13672, 1829, 47525, 8315, 8717, 2655, 24401, 12984, 18871, 3224, 6024, 48506, 31439, 13672, 1829, 4386, 13672, 1829, 9673, 5172, 32887, 11242, 11331, 1211, 1211, 8315, 25724, 12984, 3660, 29538, 23032, 1829, 3555, 6225, 8592, 7649, 34051, 11242, 5016, 23275, 14407, 11933, 1829, 8592, 47525, 2407, 7251, 8592, 2655, 17082, 1211, 16490, 1211, 11536, 1829, 5551, 5172, 2655, 43042, 36145, 5551, 5016, 8315, 34105, 6156, 3615, 15040, 3714, 29245, 23328, 9957, 15844, 4386, 47525, 8315, 8717, 9566, 1211, 3615, 15844, 6055, 37977, 4032, 41850, 37893, 6225, 9640, 5172, 5551, 9957, 5551, 32887, 5016, 12399, 11933, 1829, 8592, 44945, 3794, 45865, 22807, 36764, 4587, 5172, 4032, 4724, 44510, 10721, 5551, 5016, 3794, 3794, 11331, 12610, 25528, 12399, 20328, 5016, 22807, 44945, 5016, 3794, 3794, 4724, 47341, 1211, 8315, 12399, 4724, 5016, 3794, 3794, 13412, 2407, 10632, 7251, 2304, 9957, 4032, 13412, 2407, 10632, 13412, 2304, 6027, 12399, 20328, 5016, 22807, 4724, 8592, 38688, 3714, 9957, 4386, 4032, 9957, 12602, 7435, 20292, 6225, 20292, 2655, 4032, 4724, 2304, 8592, 1829], "avg_logprob": -0.12927723530284518, "compression_ratio": 1.9030100334448161, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 2635.77, "end": 2636.03, "word": "إيش", "probability": 0.785888671875}, {"start": 2636.03, "end": 2636.79, "word": " بنعمل؟", "probability": 0.8914794921875}, {"start": 2636.79, "end": 2636.99, "word": " فال", "probability": 0.957275390625}, {"start": 2636.99, "end": 2637.29, "word": " algorithm", "probability": 0.44189453125}, {"start": 2637.29, "end": 2637.49, "word": " اللي", "probability": 0.884765625}, {"start": 2637.49, "end": 2637.75, "word": " بدنا", "probability": 0.853759765625}, {"start": 2637.75, "end": 2638.49, "word": " نتحدث", "probability": 0.9849853515625}, {"start": 2638.49, "end": 2638.73, "word": " عنه", "probability": 0.994873046875}, {"start": 2638.73, "end": 2638.99, "word": " الآن", "probability": 0.638671875}, {"start": 2638.99, "end": 2639.25, "word": " هو", "probability": 0.912109375}, {"start": 2639.25, "end": 2639.95, "word": " اللي", "probability": 0.927490234375}, {"start": 2639.95, "end": 2639.95, "word": " ..", "probability": 0.297119140625}, {"start": 2639.95, "end": 2640.51, "word": " اللي", "probability": 0.971435546875}, {"start": 2640.51, "end": 2640.95, "word": " المفروض", "probability": 0.994384765625}, {"start": 2640.95, "end": 2641.33, "word": " حللنا", "probability": 0.92578125}, {"start": 2641.33, "end": 2641.65, "word": " الجثة", "probability": 0.8330078125}, {"start": 2641.65, "end": 2641.89, "word": " هذه", "probability": 0.57958984375}, {"start": 2641.89, "end": 2642.59, "word": " طيب", "probability": 0.9324544270833334}, {"start": 2642.59, "end": 2643.23, "word": " عشان", "probability": 0.8111979166666666}, {"start": 2643.23, "end": 2643.83, "word": " أوضحلكوا", "probability": 0.7673828125}, {"start": 2643.83, "end": 2644.03, "word": " إيش", "probability": 0.96142578125}, {"start": 2644.03, "end": 2644.27, "word": " بدو", "probability": 0.7685546875}, {"start": 2644.27, "end": 2644.79, "word": " يشتغل", "probability": 0.93505859375}, {"start": 2644.79, "end": 2645.39, "word": " خلوني", "probability": 0.877197265625}, {"start": 2645.39, "end": 2645.73, "word": " أفترض", "probability": 0.937744140625}, {"start": 2645.73, "end": 2645.85, "word": " إن", "probability": 0.77197265625}, {"start": 2645.85, "end": 2646.07, "word": " أحنا", "probability": 0.7470703125}, {"start": 2646.07, "end": 2646.29, "word": " هنا", "probability": 0.6923828125}, {"start": 2646.29, "end": 2646.55, "word": " فعلا", "probability": 0.8984375}, {"start": 2646.55, "end": 2646.99, "word": " موجودين", "probability": 0.9830322265625}, {"start": 2646.99, "end": 2647.15, "word": " على", "probability": 0.91796875}, {"start": 2647.15, "end": 2647.49, "word": " ..", "probability": 0.94140625}, {"start": 2647.49, "end": 2647.73, "word": " بدنا", "probability": 0.95654296875}, {"start": 2647.73, "end": 2648.01, "word": " نطلع", "probability": 0.996826171875}, {"start": 2648.01, "end": 2648.19, "word": " على", "probability": 0.9609375}, {"start": 2648.19, "end": 2648.53, "word": " تلة", "probability": 0.925048828125}, {"start": 2648.53, "end": 2648.95, "word": " و", "probability": 0.85888671875}, {"start": 2648.95, "end": 2649.13, "word": " أنا", "probability": 0.82275390625}, {"start": 2649.13, "end": 2649.31, "word": " مش", "probability": 0.9931640625}, {"start": 2649.31, "end": 2649.57, "word": " عارف", "probability": 0.9972330729166666}, {"start": 2649.57, "end": 2649.67, "word": " أين", "probability": 0.880615234375}, {"start": 2649.67, "end": 2650.47, "word": " أروح،", "probability": 0.782928466796875}, {"start": 2650.47, "end": 2650.61, "word": " إيش", "probability": 0.9466145833333334}, {"start": 2650.61, "end": 2651.77, "word": " بنسوي؟", "probability": 0.9661865234375}, {"start": 2651.77, "end": 2652.55, "word": " واقف", "probability": 0.9625651041666666}, {"start": 2652.55, "end": 2653.09, "word": " و", "probability": 0.560546875}, {"start": 2653.09, "end": 2653.51, "word": " ببدأ", "probability": 0.9700520833333334}, {"start": 2653.51, "end": 2654.03, "word": " أحسس", "probability": 0.9658203125}, {"start": 2654.03, "end": 2654.53, "word": " حوليا،", "probability": 0.770751953125}, {"start": 2654.53, "end": 2654.93, "word": " صح؟", "probability": 0.9757486979166666}, {"start": 2654.93, "end": 2655.41, "word": " بنحسس", "probability": 0.9608154296875}, {"start": 2655.41, "end": 2656.15, "word": " برجلنا،", "probability": 0.88369140625}, {"start": 2656.15, "end": 2656.75, "word": " بحسس", "probability": 0.989990234375}, {"start": 2656.75, "end": 2657.33, "word": " شوية", "probability": 0.8987630208333334}, {"start": 2657.33, "end": 2657.75, "word": " يمين", "probability": 0.9423828125}, {"start": 2657.75, "end": 2658.23, "word": " و", "probability": 0.9755859375}, {"start": 2658.23, "end": 2658.51, "word": " شوية", "probability": 0.9635416666666666}, {"start": 2658.51, "end": 2659.87, "word": " شمال،", "probability": 0.942138671875}, {"start": 2659.87, "end": 2660.45, "word": " صح؟", "probability": 0.9860026041666666}, {"start": 2660.45, "end": 2660.91, "word": " بشوف", "probability": 0.9850260416666666}, {"start": 2660.91, "end": 2661.43, "word": " مين", "probability": 0.94287109375}, {"start": 2661.43, "end": 2661.61, "word": " ..", "probability": 0.72900390625}, {"start": 2661.61, "end": 2661.79, "word": " وين", "probability": 0.93701171875}, {"start": 2661.79, "end": 2662.11, "word": " رجلي", "probability": 0.9889322916666666}, {"start": 2662.11, "end": 2662.69, "word": " عليت", "probability": 0.8199869791666666}, {"start": 2662.69, "end": 2663.31, "word": " و", "probability": 0.5869140625}, {"start": 2663.31, "end": 2663.67, "word": " بمشي", "probability": 0.979248046875}], "temperature": 1.0}, {"id": 104, "seek": 269449, "start": 2665.39, "end": 2694.49, "text": "و نفس الكلام صرت الآن في successor ال successor هذه صارت هي الآن ال parent عشان برضه نفس العملية ارجع عيدها تاني برجلي بحسس يمين بعدين بحسس شمال جدام ورا بشوف مين الأعلى حسب ال sense تبع رجلي مش شاك و بمشي معاه تماما هذا اللي هنعمله exactly الان sense رجلي هو ال function عندي function", "tokens": [2407, 8717, 36178, 2423, 28820, 10943, 20328, 43500, 6024, 48506, 8978, 31864, 2423, 31864, 29538, 20328, 9640, 2655, 39896, 6024, 48506, 2423, 2596, 6225, 8592, 7649, 4724, 43042, 3224, 8717, 36178, 18863, 42213, 10632, 1975, 47341, 3615, 6225, 25708, 11296, 6055, 7649, 1829, 4724, 47341, 20292, 4724, 5016, 3794, 3794, 7251, 2304, 9957, 39182, 9957, 4724, 5016, 3794, 3794, 13412, 2304, 6027, 10874, 3215, 10943, 4032, 23557, 4724, 8592, 38688, 3714, 9957, 16247, 3615, 23942, 11331, 35457, 2423, 2020, 6055, 3555, 3615, 12602, 7435, 20292, 37893, 13412, 995, 4117, 4032, 4724, 2304, 8592, 1829, 20449, 40294, 46811, 10943, 995, 23758, 13672, 1829, 8032, 1863, 25957, 43761, 2293, 2423, 7649, 2020, 12602, 7435, 20292, 31439, 2423, 2445, 18871, 16254, 2445], "avg_logprob": -0.16223959028720855, "compression_ratio": 1.8102766798418972, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 2665.39, "end": 2665.57, "word": "و", "probability": 0.71826171875}, {"start": 2665.57, "end": 2665.77, "word": " نفس", "probability": 0.91552734375}, {"start": 2665.77, "end": 2666.13, "word": " الكلام", "probability": 0.9482421875}, {"start": 2666.13, "end": 2666.41, "word": " صرت", "probability": 0.791259765625}, {"start": 2666.41, "end": 2666.81, "word": " الآن", "probability": 0.7255859375}, {"start": 2666.81, "end": 2667.31, "word": " في", "probability": 0.85693359375}, {"start": 2667.31, "end": 2667.79, "word": " successor", "probability": 0.611328125}, {"start": 2667.79, "end": 2668.49, "word": " ال", "probability": 0.73388671875}, {"start": 2668.49, "end": 2668.77, "word": " successor", "probability": 0.79296875}, {"start": 2668.77, "end": 2669.01, "word": " هذه", "probability": 0.408447265625}, {"start": 2669.01, "end": 2669.29, "word": " صارت", "probability": 0.97119140625}, {"start": 2669.29, "end": 2669.39, "word": " هي", "probability": 0.8818359375}, {"start": 2669.39, "end": 2669.61, "word": " الآن", "probability": 0.7314453125}, {"start": 2669.61, "end": 2669.73, "word": " ال", "probability": 0.96923828125}, {"start": 2669.73, "end": 2670.11, "word": " parent", "probability": 0.94580078125}, {"start": 2670.11, "end": 2670.65, "word": " عشان", "probability": 0.9752604166666666}, {"start": 2670.65, "end": 2670.87, "word": " برضه", "probability": 0.8642578125}, {"start": 2670.87, "end": 2671.13, "word": " نفس", "probability": 0.975341796875}, {"start": 2671.13, "end": 2671.93, "word": " العملية", "probability": 0.97265625}, {"start": 2671.93, "end": 2672.27, "word": " ارجع", "probability": 0.68603515625}, {"start": 2672.27, "end": 2672.85, "word": " عيدها", "probability": 0.9485677083333334}, {"start": 2672.85, "end": 2673.43, "word": " تاني", "probability": 0.9269205729166666}, {"start": 2673.43, "end": 2673.89, "word": " برجلي", "probability": 0.79150390625}, {"start": 2673.89, "end": 2674.35, "word": " بحسس", "probability": 0.949951171875}, {"start": 2674.35, "end": 2674.81, "word": " يمين", "probability": 0.9729817708333334}, {"start": 2674.81, "end": 2675.55, "word": " بعدين", "probability": 0.7071533203125}, {"start": 2675.55, "end": 2675.99, "word": " بحسس", "probability": 0.992919921875}, {"start": 2675.99, "end": 2676.47, "word": " شمال", "probability": 0.9698893229166666}, {"start": 2676.47, "end": 2677.51, "word": " جدام", "probability": 0.6319986979166666}, {"start": 2677.51, "end": 2678.01, "word": " ورا", "probability": 0.876708984375}, {"start": 2678.01, "end": 2678.75, "word": " بشوف", "probability": 0.9777018229166666}, {"start": 2678.75, "end": 2678.99, "word": " مين", "probability": 0.964599609375}, {"start": 2678.99, "end": 2679.49, "word": " الأعلى", "probability": 0.94189453125}, {"start": 2679.49, "end": 2680.41, "word": " حسب", "probability": 0.98828125}, {"start": 2680.41, "end": 2680.69, "word": " ال", "probability": 0.98193359375}, {"start": 2680.69, "end": 2681.01, "word": " sense", "probability": 0.5048828125}, {"start": 2681.01, "end": 2681.27, "word": " تبع", "probability": 0.9010416666666666}, {"start": 2681.27, "end": 2681.65, "word": " رجلي", "probability": 0.9864908854166666}, {"start": 2681.65, "end": 2682.33, "word": " مش", "probability": 0.91455078125}, {"start": 2682.33, "end": 2682.61, "word": " شاك", "probability": 0.5682779947916666}, {"start": 2682.61, "end": 2682.89, "word": " و", "probability": 0.54345703125}, {"start": 2682.89, "end": 2683.43, "word": " بمشي", "probability": 0.9744873046875}, {"start": 2683.43, "end": 2683.67, "word": " معاه", "probability": 0.8544921875}, {"start": 2683.67, "end": 2684.73, "word": " تماما", "probability": 0.98193359375}, {"start": 2684.73, "end": 2684.87, "word": " هذا", "probability": 0.70556640625}, {"start": 2684.87, "end": 2684.97, "word": " اللي", "probability": 0.96875}, {"start": 2684.97, "end": 2685.61, "word": " هنعمله", "probability": 0.90234375}, {"start": 2685.61, "end": 2686.53, "word": " exactly", "probability": 0.85791015625}, {"start": 2686.53, "end": 2687.39, "word": " الان", "probability": 0.5692138671875}, {"start": 2687.39, "end": 2688.25, "word": " sense", "probability": 0.48974609375}, {"start": 2688.25, "end": 2688.67, "word": " رجلي", "probability": 0.9899088541666666}, {"start": 2688.67, "end": 2689.11, "word": " هو", "probability": 0.98876953125}, {"start": 2689.11, "end": 2689.25, "word": " ال", "probability": 0.982421875}, {"start": 2689.25, "end": 2689.63, "word": " function", "probability": 0.947265625}, {"start": 2689.63, "end": 2694.13, "word": " عندي", "probability": 0.73583984375}, {"start": 2694.13, "end": 2694.49, "word": " function", "probability": 0.97314453125}], "temperature": 1.0}, {"id": 105, "seek": 272270, "start": 2695.26, "end": 2722.7, "text": "الـ Function هذه موضع رجلي هي الـ X تبعها الـ Sense إن والله رجلي عليت ولا نزلت ولا إيش بالظبط هي الـ F of X ككل، الـ Sense بس الـ Position X هي الموضع اللي أنا حطيت فيه رجلي and X معينة وجدت إن رجلي حاسسها عالية طب عند موضع تاني حسيتها لأ نزلت، نزلت وعشان نعمل كلام هذا الرجل التاني بيبقى ثابتة لأن هو هذا المقياس", "tokens": [6027, 39184, 11166, 882, 29538, 3714, 2407, 11242, 3615, 12602, 7435, 20292, 39896, 2423, 39184, 1783, 6055, 3555, 3615, 11296, 2423, 39184, 33123, 36145, 16070, 43761, 12602, 7435, 20292, 6225, 20292, 2655, 49429, 8717, 11622, 1211, 2655, 49429, 11933, 1829, 8592, 20666, 19913, 3555, 9566, 39896, 2423, 39184, 479, 295, 1783, 9122, 28820, 12399, 2423, 39184, 33123, 4724, 3794, 2423, 39184, 29780, 1783, 39896, 9673, 2407, 11242, 3615, 13672, 1829, 41850, 11331, 9566, 36081, 8978, 3224, 12602, 7435, 20292, 293, 1783, 20449, 9957, 3660, 49610, 3215, 2655, 36145, 12602, 7435, 20292, 11331, 32277, 3794, 11296, 6225, 6027, 10632, 23032, 3555, 43242, 3714, 2407, 11242, 3615, 6055, 7649, 1829, 11331, 3794, 36081, 11296, 5296, 10721, 8717, 11622, 1211, 2655, 12399, 8717, 11622, 1211, 2655, 4032, 3615, 8592, 7649, 8717, 25957, 1211, 28242, 10943, 23758, 34892, 7435, 1211, 16712, 7649, 1829, 4724, 1829, 3555, 4587, 7578, 38637, 16758, 2655, 3660, 5296, 33456, 31439, 23758, 9673, 4587, 25528, 3794], "avg_logprob": -0.1788415616484964, "compression_ratio": 1.9197080291970803, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2695.26, "end": 2695.56, "word": "الـ", "probability": 0.802978515625}, {"start": 2695.56, "end": 2695.8, "word": " Function", "probability": 0.5704345703125}, {"start": 2695.8, "end": 2696.14, "word": " هذه", "probability": 0.5498046875}, {"start": 2696.14, "end": 2697.54, "word": " موضع", "probability": 0.9415283203125}, {"start": 2697.54, "end": 2698.06, "word": " رجلي", "probability": 0.9052734375}, {"start": 2698.06, "end": 2698.46, "word": " هي", "probability": 0.9130859375}, {"start": 2698.46, "end": 2698.62, "word": " الـ", "probability": 0.838134765625}, {"start": 2698.62, "end": 2698.78, "word": " X", "probability": 0.791015625}, {"start": 2698.78, "end": 2699.3, "word": " تبعها", "probability": 0.922119140625}, {"start": 2699.3, "end": 2700.96, "word": " الـ", "probability": 0.783447265625}, {"start": 2700.96, "end": 2701.22, "word": " Sense", "probability": 0.64990234375}, {"start": 2701.22, "end": 2701.48, "word": " إن", "probability": 0.6318359375}, {"start": 2701.48, "end": 2701.74, "word": " والله", "probability": 0.74267578125}, {"start": 2701.74, "end": 2702.0, "word": " رجلي", "probability": 0.9783528645833334}, {"start": 2702.0, "end": 2702.34, "word": " عليت", "probability": 0.82958984375}, {"start": 2702.34, "end": 2702.54, "word": " ولا", "probability": 0.583984375}, {"start": 2702.54, "end": 2702.98, "word": " نزلت", "probability": 0.9935302734375}, {"start": 2702.98, "end": 2703.14, "word": " ولا", "probability": 0.84130859375}, {"start": 2703.14, "end": 2703.32, "word": " إيش", "probability": 0.8419596354166666}, {"start": 2703.32, "end": 2703.82, "word": " بالظبط", "probability": 0.9908447265625}, {"start": 2703.82, "end": 2704.24, "word": " هي", "probability": 0.7705078125}, {"start": 2704.24, "end": 2704.42, "word": " الـ", "probability": 0.64501953125}, {"start": 2704.42, "end": 2704.56, "word": " F", "probability": 0.6845703125}, {"start": 2704.56, "end": 2704.72, "word": " of", "probability": 0.7275390625}, {"start": 2704.72, "end": 2704.94, "word": " X", "probability": 0.9921875}, {"start": 2704.94, "end": 2705.46, "word": " ككل،", "probability": 0.7400309244791666}, {"start": 2705.46, "end": 2705.58, "word": " الـ", "probability": 0.8193359375}, {"start": 2705.58, "end": 2705.78, "word": " Sense", "probability": 0.85546875}, {"start": 2705.78, "end": 2706.84, "word": " بس", "probability": 0.84375}, {"start": 2706.84, "end": 2707.0, "word": " الـ", "probability": 0.924560546875}, {"start": 2707.0, "end": 2707.4, "word": " Position", "probability": 0.814453125}, {"start": 2707.4, "end": 2709.02, "word": " X", "probability": 0.7001953125}, {"start": 2709.02, "end": 2709.76, "word": " هي", "probability": 0.962890625}, {"start": 2709.76, "end": 2710.64, "word": " الموضع", "probability": 0.96875}, {"start": 2710.64, "end": 2710.76, "word": " اللي", "probability": 0.978271484375}, {"start": 2710.76, "end": 2710.86, "word": " أنا", "probability": 0.83642578125}, {"start": 2710.86, "end": 2711.12, "word": " حطيت", "probability": 0.9462890625}, {"start": 2711.12, "end": 2711.26, "word": " فيه", "probability": 0.994140625}, {"start": 2711.26, "end": 2711.58, "word": " رجلي", "probability": 0.9931640625}, {"start": 2711.58, "end": 2712.4, "word": " and", "probability": 0.5732421875}, {"start": 2712.4, "end": 2712.74, "word": " X", "probability": 0.97119140625}, {"start": 2712.74, "end": 2713.42, "word": " معينة", "probability": 0.9798177083333334}, {"start": 2713.42, "end": 2713.88, "word": " وجدت", "probability": 0.9576822916666666}, {"start": 2713.88, "end": 2713.98, "word": " إن", "probability": 0.69287109375}, {"start": 2713.98, "end": 2714.24, "word": " رجلي", "probability": 0.9694010416666666}, {"start": 2714.24, "end": 2714.7, "word": " حاسسها", "probability": 0.9140625}, {"start": 2714.7, "end": 2715.08, "word": " عالية", "probability": 0.9890950520833334}, {"start": 2715.08, "end": 2715.48, "word": " طب", "probability": 0.84521484375}, {"start": 2715.48, "end": 2715.62, "word": " عند", "probability": 0.89453125}, {"start": 2715.62, "end": 2716.12, "word": " موضع", "probability": 0.864501953125}, {"start": 2716.12, "end": 2716.3, "word": " تاني", "probability": 0.8566080729166666}, {"start": 2716.3, "end": 2716.74, "word": " حسيتها", "probability": 0.84716796875}, {"start": 2716.74, "end": 2716.92, "word": " لأ", "probability": 0.9677734375}, {"start": 2716.92, "end": 2718.22, "word": " نزلت،", "probability": 0.850439453125}, {"start": 2718.22, "end": 2718.74, "word": " نزلت", "probability": 0.9940185546875}, {"start": 2718.74, "end": 2719.28, "word": " وعشان", "probability": 0.9139404296875}, {"start": 2719.28, "end": 2719.52, "word": " نعمل", "probability": 0.8289388020833334}, {"start": 2719.52, "end": 2719.76, "word": " كلام", "probability": 0.79736328125}, {"start": 2719.76, "end": 2719.86, "word": " هذا", "probability": 0.818359375}, {"start": 2719.86, "end": 2720.32, "word": " الرجل", "probability": 0.7779947916666666}, {"start": 2720.32, "end": 2720.52, "word": " التاني", "probability": 0.9036458333333334}, {"start": 2720.52, "end": 2720.76, "word": " بيبقى", "probability": 0.73544921875}, {"start": 2720.76, "end": 2721.52, "word": " ثابتة", "probability": 0.72882080078125}, {"start": 2721.52, "end": 2721.86, "word": " لأن", "probability": 0.73583984375}, {"start": 2721.86, "end": 2721.94, "word": " هو", "probability": 0.46923828125}, {"start": 2721.94, "end": 2722.06, "word": " هذا", "probability": 0.6494140625}, {"start": 2722.06, "end": 2722.7, "word": " المقياس", "probability": 0.89013671875}], "temperature": 1.0}, {"id": 106, "seek": 274977, "start": 2723.71, "end": 2749.77, "text": "أنا بعلى ولا بوطى يعنى؟ تمام؟ هدى ببساطة جدا هنعملها طب هاتو نمسك لان نرجع لهندسة engineering كيف بدنا نعبر عن هذا الكلام؟ okay نمسكها هنقول و الله في عندي function اسمها hill climbing بعطيها ل problem اشيها ل problem f of x problem معناته بده اعطيها f of x و الا كيف بدى اشتغل بدون f of x تمام", "tokens": [10721, 8315, 4724, 30241, 7578, 49429, 4724, 2407, 9566, 7578, 37495, 1863, 7578, 22807, 46811, 10943, 22807, 8032, 3215, 7578, 4724, 3555, 3794, 41193, 3660, 10874, 28259, 8032, 1863, 25957, 1211, 11296, 23032, 3555, 8032, 9307, 2407, 8717, 2304, 3794, 4117, 5296, 7649, 8717, 47341, 3615, 46740, 41260, 3794, 3660, 7043, 9122, 33911, 47525, 8315, 8717, 3615, 26890, 18871, 23758, 2423, 28820, 10943, 22807, 1392, 8717, 2304, 3794, 4117, 11296, 8032, 1863, 39648, 4032, 21984, 8978, 18871, 16254, 2445, 24525, 2304, 11296, 10997, 14780, 4724, 3615, 9566, 1829, 11296, 5296, 1154, 1975, 8592, 1829, 11296, 5296, 1154, 283, 295, 2031, 1154, 20449, 8315, 47395, 47525, 3224, 1975, 3615, 9566, 1829, 11296, 283, 295, 2031, 4032, 42963, 9122, 33911, 47525, 7578, 1975, 8592, 2655, 17082, 1211, 47525, 11536, 283, 295, 2031, 46811, 10943], "avg_logprob": -0.2518796956628785, "compression_ratio": 1.7201492537313432, "no_speech_prob": 8.046627044677734e-06, "words": [{"start": 2723.71, "end": 2724.05, "word": "أنا", "probability": 0.810546875}, {"start": 2724.05, "end": 2724.45, "word": " بعلى", "probability": 0.5694173177083334}, {"start": 2724.45, "end": 2724.59, "word": " ولا", "probability": 0.73388671875}, {"start": 2724.59, "end": 2724.95, "word": " بوطى", "probability": 0.841796875}, {"start": 2724.95, "end": 2725.65, "word": " يعنى؟", "probability": 0.51312255859375}, {"start": 2725.65, "end": 2726.55, "word": " تمام؟", "probability": 0.6886393229166666}, {"start": 2726.55, "end": 2726.89, "word": " هدى", "probability": 0.6328938802083334}, {"start": 2726.89, "end": 2727.27, "word": " ببساطة", "probability": 0.94130859375}, {"start": 2727.27, "end": 2727.51, "word": " جدا", "probability": 0.96630859375}, {"start": 2727.51, "end": 2728.05, "word": " هنعملها", "probability": 0.89462890625}, {"start": 2728.05, "end": 2728.37, "word": " طب", "probability": 0.942138671875}, {"start": 2728.37, "end": 2728.55, "word": " هاتو", "probability": 0.5748697916666666}, {"start": 2728.55, "end": 2728.99, "word": " نمسك", "probability": 0.9857177734375}, {"start": 2728.99, "end": 2729.43, "word": " لان", "probability": 0.332855224609375}, {"start": 2729.43, "end": 2729.79, "word": " نرجع", "probability": 0.9812825520833334}, {"start": 2729.79, "end": 2730.77, "word": " لهندسة", "probability": 0.80902099609375}, {"start": 2730.77, "end": 2732.05, "word": " engineering", "probability": 0.445556640625}, {"start": 2732.05, "end": 2732.73, "word": " كيف", "probability": 0.95947265625}, {"start": 2732.73, "end": 2732.87, "word": " بدنا", "probability": 0.823486328125}, {"start": 2732.87, "end": 2733.17, "word": " نعبر", "probability": 0.8543294270833334}, {"start": 2733.17, "end": 2733.29, "word": " عن", "probability": 0.70751953125}, {"start": 2733.29, "end": 2733.45, "word": " هذا", "probability": 0.86767578125}, {"start": 2733.45, "end": 2734.05, "word": " الكلام؟", "probability": 0.9024658203125}, {"start": 2734.05, "end": 2734.27, "word": " okay", "probability": 0.69140625}, {"start": 2734.27, "end": 2735.01, "word": " نمسكها", "probability": 0.93525390625}, {"start": 2735.01, "end": 2735.85, "word": " هنقول", "probability": 0.9615885416666666}, {"start": 2735.85, "end": 2736.03, "word": " و", "probability": 0.355224609375}, {"start": 2736.03, "end": 2736.15, "word": " الله", "probability": 0.94677734375}, {"start": 2736.15, "end": 2736.31, "word": " في", "probability": 0.63916015625}, {"start": 2736.31, "end": 2736.53, "word": " عندي", "probability": 0.8388671875}, {"start": 2736.53, "end": 2736.81, "word": " function", "probability": 0.9169921875}, {"start": 2736.81, "end": 2737.27, "word": " اسمها", "probability": 0.97119140625}, {"start": 2737.27, "end": 2737.65, "word": " hill", "probability": 0.8115234375}, {"start": 2737.65, "end": 2738.17, "word": " climbing", "probability": 0.9052734375}, {"start": 2738.17, "end": 2738.93, "word": " بعطيها", "probability": 0.804052734375}, {"start": 2738.93, "end": 2739.03, "word": " ل", "probability": 0.76513671875}, {"start": 2739.03, "end": 2739.41, "word": " problem", "probability": 0.619140625}, {"start": 2739.41, "end": 2739.83, "word": " اشيها", "probability": 0.6658935546875}, {"start": 2739.83, "end": 2739.91, "word": " ل", "probability": 0.92578125}, {"start": 2739.91, "end": 2740.25, "word": " problem", "probability": 0.75634765625}, {"start": 2740.25, "end": 2743.03, "word": " f", "probability": 0.2783203125}, {"start": 2743.03, "end": 2743.17, "word": " of", "probability": 0.5810546875}, {"start": 2743.17, "end": 2743.53, "word": " x", "probability": 0.90673828125}, {"start": 2743.53, "end": 2745.07, "word": " problem", "probability": 0.93798828125}, {"start": 2745.07, "end": 2745.37, "word": " معناته", "probability": 0.7727864583333334}, {"start": 2745.37, "end": 2745.55, "word": " بده", "probability": 0.5968017578125}, {"start": 2745.55, "end": 2745.87, "word": " اعطيها", "probability": 0.94462890625}, {"start": 2745.87, "end": 2746.33, "word": " f", "probability": 0.94970703125}, {"start": 2746.33, "end": 2746.49, "word": " of", "probability": 0.958984375}, {"start": 2746.49, "end": 2746.71, "word": " x", "probability": 0.9873046875}, {"start": 2746.71, "end": 2746.83, "word": " و", "probability": 0.9326171875}, {"start": 2746.83, "end": 2746.97, "word": " الا", "probability": 0.360595703125}, {"start": 2746.97, "end": 2747.21, "word": " كيف", "probability": 0.966064453125}, {"start": 2747.21, "end": 2747.43, "word": " بدى", "probability": 0.744873046875}, {"start": 2747.43, "end": 2747.73, "word": " اشتغل", "probability": 0.933984375}, {"start": 2747.73, "end": 2747.95, "word": " بدون", "probability": 0.99560546875}, {"start": 2747.95, "end": 2748.09, "word": " f", "probability": 0.958984375}, {"start": 2748.09, "end": 2748.25, "word": " of", "probability": 0.96875}, {"start": 2748.25, "end": 2748.49, "word": " x", "probability": 0.984375}, {"start": 2748.49, "end": 2749.77, "word": " تمام", "probability": 0.853759765625}], "temperature": 1.0}, {"id": 107, "seek": 277996, "start": 2751.42, "end": 2779.96, "text": "return إما أني برجع عادة بال state ذات local maximum أنا بتسلق يعني أنا بدور على ال maximum بتسلق يعني بدور على ال maximum تمام الآن ال current اللي أنا موجود فيه ال current هو عبارة عن إيش يعني إيش .. إيش القيم اللي بدي أحطها في ال current في ال position اللي أنا موجود فيه هي ببساطة initial state initial state يا إما بيكون given عندي initial state أبدأ منها أو أنا بحطها بشكل راندوملي", "tokens": [1505, 925, 11933, 15042, 14739, 1829, 4724, 47341, 3615, 6225, 18513, 3660, 20666, 1785, 29910, 9307, 2654, 6674, 41850, 39894, 3794, 1211, 4587, 37495, 22653, 41850, 47525, 13063, 15844, 2423, 6674, 39894, 3794, 1211, 4587, 37495, 22653, 47525, 13063, 15844, 2423, 6674, 46811, 10943, 6024, 48506, 2423, 2190, 13672, 1829, 41850, 3714, 29245, 23328, 8978, 3224, 2423, 2190, 31439, 6225, 3555, 9640, 3660, 18871, 11933, 1829, 8592, 37495, 22653, 11933, 1829, 8592, 4386, 11933, 1829, 8592, 25062, 32640, 13672, 1829, 4724, 16254, 5551, 5016, 9566, 11296, 8978, 2423, 2190, 8978, 2423, 2535, 13672, 1829, 41850, 3714, 29245, 23328, 8978, 3224, 39896, 4724, 3555, 3794, 41193, 3660, 5883, 1785, 5883, 1785, 35186, 11933, 15042, 4724, 1829, 30544, 2212, 18871, 16254, 5883, 1785, 5551, 44510, 10721, 9154, 11296, 34051, 41850, 4724, 5016, 9566, 11296, 4724, 8592, 28820, 12602, 7649, 3215, 20498, 20292], "avg_logprob": -0.13907358367392358, "compression_ratio": 2.1146953405017923, "no_speech_prob": 1.4722347259521484e-05, "words": [{"start": 2751.42, "end": 2752.04, "word": "return", "probability": 0.78173828125}, {"start": 2752.04, "end": 2752.66, "word": " إما", "probability": 0.710693359375}, {"start": 2752.66, "end": 2752.94, "word": " أني", "probability": 0.5218505859375}, {"start": 2752.94, "end": 2753.34, "word": " برجع", "probability": 0.90380859375}, {"start": 2753.34, "end": 2754.32, "word": " عادة", "probability": 0.9586588541666666}, {"start": 2754.32, "end": 2754.48, "word": " بال", "probability": 0.990234375}, {"start": 2754.48, "end": 2754.9, "word": " state", "probability": 0.6142578125}, {"start": 2754.9, "end": 2755.36, "word": " ذات", "probability": 0.8505859375}, {"start": 2755.36, "end": 2755.92, "word": " local", "probability": 0.453125}, {"start": 2755.92, "end": 2757.22, "word": " maximum", "probability": 0.9521484375}, {"start": 2757.22, "end": 2757.7, "word": " أنا", "probability": 0.7138671875}, {"start": 2757.7, "end": 2758.34, "word": " بتسلق", "probability": 0.82049560546875}, {"start": 2758.34, "end": 2758.56, "word": " يعني", "probability": 0.87744140625}, {"start": 2758.56, "end": 2758.72, "word": " أنا", "probability": 0.93017578125}, {"start": 2758.72, "end": 2759.0, "word": " بدور", "probability": 0.875}, {"start": 2759.0, "end": 2759.16, "word": " على", "probability": 0.91845703125}, {"start": 2759.16, "end": 2759.28, "word": " ال", "probability": 0.88134765625}, {"start": 2759.28, "end": 2759.6, "word": " maximum", "probability": 0.9853515625}, {"start": 2759.6, "end": 2760.5, "word": " بتسلق", "probability": 0.9600830078125}, {"start": 2760.5, "end": 2760.64, "word": " يعني", "probability": 0.978759765625}, {"start": 2760.64, "end": 2761.02, "word": " بدور", "probability": 0.78173828125}, {"start": 2761.02, "end": 2761.22, "word": " على", "probability": 0.91357421875}, {"start": 2761.22, "end": 2761.68, "word": " ال", "probability": 0.91943359375}, {"start": 2761.68, "end": 2761.98, "word": " maximum", "probability": 0.986328125}, {"start": 2761.98, "end": 2762.6, "word": " تمام", "probability": 0.857177734375}, {"start": 2762.6, "end": 2763.7, "word": " الآن", "probability": 0.6759033203125}, {"start": 2763.7, "end": 2764.04, "word": " ال", "probability": 0.8583984375}, {"start": 2764.04, "end": 2764.42, "word": " current", "probability": 0.947265625}, {"start": 2764.42, "end": 2764.66, "word": " اللي", "probability": 0.9794921875}, {"start": 2764.66, "end": 2764.78, "word": " أنا", "probability": 0.91552734375}, {"start": 2764.78, "end": 2765.12, "word": " موجود", "probability": 0.9871419270833334}, {"start": 2765.12, "end": 2765.54, "word": " فيه", "probability": 0.989501953125}, {"start": 2765.54, "end": 2765.88, "word": " ال", "probability": 0.74755859375}, {"start": 2765.88, "end": 2766.18, "word": " current", "probability": 0.93896484375}, {"start": 2766.18, "end": 2766.42, "word": " هو", "probability": 0.97509765625}, {"start": 2766.42, "end": 2766.68, "word": " عبارة", "probability": 0.9964599609375}, {"start": 2766.68, "end": 2766.88, "word": " عن", "probability": 0.99609375}, {"start": 2766.88, "end": 2767.22, "word": " إيش", "probability": 0.8601888020833334}, {"start": 2767.22, "end": 2767.8, "word": " يعني", "probability": 0.84912109375}, {"start": 2767.8, "end": 2768.06, "word": " إيش", "probability": 0.9689127604166666}, {"start": 2768.06, "end": 2768.18, "word": " ..", "probability": 0.374755859375}, {"start": 2768.18, "end": 2768.64, "word": " إيش", "probability": 0.9485677083333334}, {"start": 2768.64, "end": 2768.92, "word": " القيم", "probability": 0.982666015625}, {"start": 2768.92, "end": 2769.0, "word": " اللي", "probability": 0.949462890625}, {"start": 2769.0, "end": 2769.16, "word": " بدي", "probability": 0.550048828125}, {"start": 2769.16, "end": 2769.52, "word": " أحطها", "probability": 0.9522705078125}, {"start": 2769.52, "end": 2769.7, "word": " في", "probability": 0.95654296875}, {"start": 2769.7, "end": 2769.82, "word": " ال", "probability": 0.86572265625}, {"start": 2769.82, "end": 2770.1, "word": " current", "probability": 0.9541015625}, {"start": 2770.1, "end": 2770.28, "word": " في", "probability": 0.79931640625}, {"start": 2770.28, "end": 2770.36, "word": " ال", "probability": 0.955078125}, {"start": 2770.36, "end": 2770.64, "word": " position", "probability": 0.97900390625}, {"start": 2770.64, "end": 2770.8, "word": " اللي", "probability": 0.996337890625}, {"start": 2770.8, "end": 2770.9, "word": " أنا", "probability": 0.93017578125}, {"start": 2770.9, "end": 2771.38, "word": " موجود", "probability": 0.8289388020833334}, {"start": 2771.38, "end": 2771.82, "word": " فيه", "probability": 0.958740234375}, {"start": 2771.82, "end": 2772.18, "word": " هي", "probability": 0.81005859375}, {"start": 2772.18, "end": 2773.42, "word": " ببساطة", "probability": 0.97783203125}, {"start": 2773.42, "end": 2773.72, "word": " initial", "probability": 0.95703125}, {"start": 2773.72, "end": 2774.3, "word": " state", "probability": 0.97900390625}, {"start": 2774.3, "end": 2775.48, "word": " initial", "probability": 0.966796875}, {"start": 2775.48, "end": 2775.9, "word": " state", "probability": 0.97607421875}, {"start": 2775.9, "end": 2776.12, "word": " يا", "probability": 0.61083984375}, {"start": 2776.12, "end": 2776.24, "word": " إما", "probability": 0.968505859375}, {"start": 2776.24, "end": 2776.52, "word": " بيكون", "probability": 0.7967122395833334}, {"start": 2776.52, "end": 2776.78, "word": " given", "probability": 0.8837890625}, {"start": 2776.78, "end": 2777.0, "word": " عندي", "probability": 0.807373046875}, {"start": 2777.0, "end": 2777.3, "word": " initial", "probability": 0.93701171875}, {"start": 2777.3, "end": 2777.62, "word": " state", "probability": 0.9765625}, {"start": 2777.62, "end": 2778.1, "word": " أبدأ", "probability": 0.9567057291666666}, {"start": 2778.1, "end": 2778.58, "word": " منها", "probability": 0.996826171875}, {"start": 2778.58, "end": 2778.92, "word": " أو", "probability": 0.94580078125}, {"start": 2778.92, "end": 2779.02, "word": " أنا", "probability": 0.890625}, {"start": 2779.02, "end": 2779.34, "word": " بحطها", "probability": 0.9893798828125}, {"start": 2779.34, "end": 2779.58, "word": " بشكل", "probability": 0.986328125}, {"start": 2779.58, "end": 2779.96, "word": " راندوملي", "probability": 0.736328125}], "temperature": 1.0}, {"id": 108, "seek": 280870, "start": 2780.86, "end": 2808.7, "text": "بشكل رندمي برمي حالي في أي مكان و ببدأ أتحرك بعمل ال strategy ده ببعتي بس مبدأيا ال current هي النقطة اللي هي ال initial state بتاعتنا و نبدأ ال loop ايش ال loop؟ ال loop البحث اللي بنشتغل فيه ال loop بنعمل ال neighbor ال neighbor هم المجاور المجاور هذا ايش بده يكون؟ عشان افترض ان انا فعلا اللي هو ال successor يعني مين ال successor اللي بدي افترض ان هو المجاور اللي فانتقله", "tokens": [3555, 8592, 28820, 12602, 1863, 40448, 1829, 4724, 2288, 2304, 1829, 11331, 6027, 1829, 8978, 36632, 3714, 41361, 4032, 4724, 44510, 10721, 5551, 2655, 5016, 31747, 4724, 25957, 1211, 2423, 5206, 11778, 3224, 4724, 3555, 3615, 31371, 4724, 3794, 3714, 44510, 10721, 25528, 2423, 2190, 39896, 28239, 47432, 3660, 13672, 1829, 39896, 2423, 5883, 1785, 39894, 995, 34268, 8315, 4032, 8717, 44510, 10721, 2423, 6367, 1975, 1829, 8592, 2423, 6367, 22807, 2423, 6367, 29739, 5016, 12984, 13672, 1829, 44945, 8592, 2655, 17082, 1211, 8978, 3224, 2423, 6367, 44945, 25957, 1211, 2423, 5987, 2423, 5987, 8032, 2304, 9673, 7435, 995, 13063, 9673, 7435, 995, 13063, 23758, 1975, 1829, 8592, 47525, 3224, 7251, 30544, 22807, 6225, 8592, 7649, 1975, 5172, 2655, 43042, 16472, 1975, 8315, 6156, 3615, 15040, 13672, 1829, 31439, 2423, 31864, 37495, 22653, 3714, 9957, 2423, 31864, 13672, 1829, 4724, 16254, 1975, 5172, 2655, 43042, 16472, 31439, 9673, 7435, 995, 13063, 13672, 1829, 6156, 7649, 2655, 4587, 43761], "avg_logprob": -0.21835692461181735, "compression_ratio": 2.0374149659863945, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2780.86, "end": 2781.18, "word": "بشكل", "probability": 0.8570963541666666}, {"start": 2781.18, "end": 2781.52, "word": " رندمي", "probability": 0.546630859375}, {"start": 2781.52, "end": 2781.76, "word": " برمي", "probability": 0.8209228515625}, {"start": 2781.76, "end": 2781.96, "word": " حالي", "probability": 0.9695638020833334}, {"start": 2781.96, "end": 2782.06, "word": " في", "probability": 0.8935546875}, {"start": 2782.06, "end": 2782.18, "word": " أي", "probability": 0.81396484375}, {"start": 2782.18, "end": 2782.5, "word": " مكان", "probability": 0.99560546875}, {"start": 2782.5, "end": 2783.7, "word": " و", "probability": 0.349609375}, {"start": 2783.7, "end": 2783.98, "word": " ببدأ", "probability": 0.9562174479166666}, {"start": 2783.98, "end": 2784.86, "word": " أتحرك", "probability": 0.83203125}, {"start": 2784.86, "end": 2785.14, "word": " بعمل", "probability": 0.7763671875}, {"start": 2785.14, "end": 2785.2, "word": " ال", "probability": 0.270751953125}, {"start": 2785.2, "end": 2785.5, "word": " strategy", "probability": 0.69091796875}, {"start": 2785.5, "end": 2785.68, "word": " ده", "probability": 0.6474609375}, {"start": 2785.68, "end": 2785.9, "word": " ببعتي", "probability": 0.51361083984375}, {"start": 2785.9, "end": 2786.28, "word": " بس", "probability": 0.88134765625}, {"start": 2786.28, "end": 2786.64, "word": " مبدأيا", "probability": 0.83056640625}, {"start": 2786.64, "end": 2786.82, "word": " ال", "probability": 0.884765625}, {"start": 2786.82, "end": 2787.04, "word": " current", "probability": 0.91796875}, {"start": 2787.04, "end": 2787.34, "word": " هي", "probability": 0.94677734375}, {"start": 2787.34, "end": 2788.18, "word": " النقطة", "probability": 0.94873046875}, {"start": 2788.18, "end": 2789.36, "word": " اللي", "probability": 0.70654296875}, {"start": 2789.36, "end": 2789.78, "word": " هي", "probability": 0.7880859375}, {"start": 2789.78, "end": 2790.06, "word": " ال", "probability": 0.8759765625}, {"start": 2790.06, "end": 2790.32, "word": " initial", "probability": 0.93212890625}, {"start": 2790.32, "end": 2790.6, "word": " state", "probability": 0.95751953125}, {"start": 2790.6, "end": 2790.98, "word": " بتاعتنا", "probability": 0.943115234375}, {"start": 2790.98, "end": 2791.26, "word": " و", "probability": 0.8564453125}, {"start": 2791.26, "end": 2791.56, "word": " نبدأ", "probability": 0.9306640625}, {"start": 2791.56, "end": 2791.72, "word": " ال", "probability": 0.96044921875}, {"start": 2791.72, "end": 2791.94, "word": " loop", "probability": 0.943359375}, {"start": 2791.94, "end": 2793.1, "word": " ايش", "probability": 0.7141927083333334}, {"start": 2793.1, "end": 2793.22, "word": " ال", "probability": 0.87451171875}, {"start": 2793.22, "end": 2793.46, "word": " loop؟", "probability": 0.7406005859375}, {"start": 2793.46, "end": 2793.58, "word": " ال", "probability": 0.473876953125}, {"start": 2793.58, "end": 2793.7, "word": " loop", "probability": 0.9794921875}, {"start": 2793.7, "end": 2794.04, "word": " البحث", "probability": 0.9464518229166666}, {"start": 2794.04, "end": 2794.12, "word": " اللي", "probability": 0.956787109375}, {"start": 2794.12, "end": 2794.58, "word": " بنشتغل", "probability": 0.843310546875}, {"start": 2794.58, "end": 2795.08, "word": " فيه", "probability": 0.973388671875}, {"start": 2795.08, "end": 2795.56, "word": " ال", "probability": 0.822265625}, {"start": 2795.56, "end": 2795.82, "word": " loop", "probability": 0.986328125}, {"start": 2795.82, "end": 2796.66, "word": " بنعمل", "probability": 0.91162109375}, {"start": 2796.66, "end": 2797.3, "word": " ال", "probability": 0.8857421875}, {"start": 2797.3, "end": 2797.62, "word": " neighbor", "probability": 0.1912841796875}, {"start": 2797.62, "end": 2798.04, "word": " ال", "probability": 0.7705078125}, {"start": 2798.04, "end": 2798.32, "word": " neighbor", "probability": 0.78125}, {"start": 2798.32, "end": 2798.56, "word": " هم", "probability": 0.71142578125}, {"start": 2798.56, "end": 2799.4, "word": " المجاور", "probability": 0.987548828125}, {"start": 2799.4, "end": 2800.08, "word": " المجاور", "probability": 0.97998046875}, {"start": 2800.08, "end": 2800.22, "word": " هذا", "probability": 0.474365234375}, {"start": 2800.22, "end": 2800.36, "word": " ايش", "probability": 0.79443359375}, {"start": 2800.36, "end": 2800.56, "word": " بده", "probability": 0.6806640625}, {"start": 2800.56, "end": 2801.36, "word": " يكون؟", "probability": 0.8169759114583334}, {"start": 2801.36, "end": 2801.62, "word": " عشان", "probability": 0.9861653645833334}, {"start": 2801.62, "end": 2802.02, "word": " افترض", "probability": 0.9046630859375}, {"start": 2802.02, "end": 2802.14, "word": " ان", "probability": 0.61376953125}, {"start": 2802.14, "end": 2802.32, "word": " انا", "probability": 0.789306640625}, {"start": 2802.32, "end": 2802.74, "word": " فعلا", "probability": 0.94775390625}, {"start": 2802.74, "end": 2803.08, "word": " اللي", "probability": 0.883544921875}, {"start": 2803.08, "end": 2803.18, "word": " هو", "probability": 0.9892578125}, {"start": 2803.18, "end": 2803.28, "word": " ال", "probability": 0.80126953125}, {"start": 2803.28, "end": 2803.58, "word": " successor", "probability": 0.9130859375}, {"start": 2803.58, "end": 2804.42, "word": " يعني", "probability": 0.88623046875}, {"start": 2804.42, "end": 2804.88, "word": " مين", "probability": 0.832275390625}, {"start": 2804.88, "end": 2805.02, "word": " ال", "probability": 0.95751953125}, {"start": 2805.02, "end": 2805.36, "word": " successor", "probability": 0.9541015625}, {"start": 2805.36, "end": 2805.58, "word": " اللي", "probability": 0.98828125}, {"start": 2805.58, "end": 2805.8, "word": " بدي", "probability": 0.7113037109375}, {"start": 2805.8, "end": 2806.36, "word": " افترض", "probability": 0.94287109375}, {"start": 2806.36, "end": 2806.5, "word": " ان", "probability": 0.79248046875}, {"start": 2806.5, "end": 2806.84, "word": " هو", "probability": 0.68115234375}, {"start": 2806.84, "end": 2807.7, "word": " المجاور", "probability": 0.9932861328125}, {"start": 2807.7, "end": 2807.88, "word": " اللي", "probability": 0.937744140625}, {"start": 2807.88, "end": 2808.7, "word": " فانتقله", "probability": 0.8142578125}], "temperature": 1.0}, {"id": 109, "seek": 283554, "start": 2809.72, "end": 2835.54, "text": "هو ال highest valued successor of current فإذا أعلى قيمة ل successor بالنسبة ل current اللي أنا فيه أنا موجود هنا و فحصت اللي حواليا the highest one على طول هو بالنسبالي ال neighbor تمام إذا ال neighbor لحظة إذا ال neighbor هذا قيمته أقل من ال current", "tokens": [3224, 2407, 2423, 6343, 22608, 31864, 295, 2190, 6156, 28814, 15730, 5551, 3615, 23942, 12174, 32640, 3660, 5296, 31864, 20666, 1863, 35457, 3660, 5296, 2190, 13672, 1829, 41850, 8978, 3224, 41850, 3714, 29245, 23328, 34105, 4032, 6156, 5016, 9381, 2655, 13672, 1829, 11331, 2407, 6027, 25528, 264, 6343, 472, 15844, 23032, 12610, 31439, 20666, 1863, 35457, 6027, 1829, 2423, 5987, 46811, 10943, 11933, 15730, 2423, 5987, 5296, 5016, 19913, 3660, 11933, 15730, 2423, 5987, 23758, 12174, 32640, 47395, 5551, 4587, 1211, 9154, 2423, 2190], "avg_logprob": -0.16663603432038251, "compression_ratio": 1.801980198019802, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 2809.72, "end": 2810.26, "word": "هو", "probability": 0.95166015625}, {"start": 2810.26, "end": 2810.66, "word": " ال", "probability": 0.8779296875}, {"start": 2810.66, "end": 2811.12, "word": " highest", "probability": 0.43115234375}, {"start": 2811.12, "end": 2811.9, "word": " valued", "probability": 0.6923828125}, {"start": 2811.9, "end": 2812.68, "word": " successor", "probability": 0.85107421875}, {"start": 2812.68, "end": 2813.06, "word": " of", "probability": 0.98046875}, {"start": 2813.06, "end": 2813.48, "word": " current", "probability": 0.8173828125}, {"start": 2813.48, "end": 2815.44, "word": " فإذا", "probability": 0.76708984375}, {"start": 2815.44, "end": 2816.08, "word": " أعلى", "probability": 0.93505859375}, {"start": 2816.08, "end": 2816.88, "word": " قيمة", "probability": 0.9947916666666666}, {"start": 2816.88, "end": 2817.24, "word": " ل", "probability": 0.82373046875}, {"start": 2817.24, "end": 2818.92, "word": " successor", "probability": 0.39599609375}, {"start": 2818.92, "end": 2820.1, "word": " بالنسبة", "probability": 0.9647216796875}, {"start": 2820.1, "end": 2820.2, "word": " ل", "probability": 0.74951171875}, {"start": 2820.2, "end": 2820.48, "word": " current", "probability": 0.83154296875}, {"start": 2820.48, "end": 2820.64, "word": " اللي", "probability": 0.945068359375}, {"start": 2820.64, "end": 2820.76, "word": " أنا", "probability": 0.8232421875}, {"start": 2820.76, "end": 2821.14, "word": " فيه", "probability": 0.962890625}, {"start": 2821.14, "end": 2821.32, "word": " أنا", "probability": 0.7470703125}, {"start": 2821.32, "end": 2821.64, "word": " موجود", "probability": 0.990234375}, {"start": 2821.64, "end": 2821.86, "word": " هنا", "probability": 0.99755859375}, {"start": 2821.86, "end": 2822.16, "word": " و", "probability": 0.939453125}, {"start": 2822.16, "end": 2822.52, "word": " فحصت", "probability": 0.8919677734375}, {"start": 2822.52, "end": 2822.62, "word": " اللي", "probability": 0.98828125}, {"start": 2822.62, "end": 2823.12, "word": " حواليا", "probability": 0.76507568359375}, {"start": 2823.12, "end": 2825.36, "word": " the", "probability": 0.51318359375}, {"start": 2825.36, "end": 2825.68, "word": " highest", "probability": 0.9453125}, {"start": 2825.68, "end": 2825.96, "word": " one", "probability": 0.95849609375}, {"start": 2825.96, "end": 2826.88, "word": " على", "probability": 0.77197265625}, {"start": 2826.88, "end": 2827.06, "word": " طول", "probability": 0.989013671875}, {"start": 2827.06, "end": 2827.2, "word": " هو", "probability": 0.9912109375}, {"start": 2827.2, "end": 2827.76, "word": " بالنسبالي", "probability": 0.9619140625}, {"start": 2827.76, "end": 2828.2, "word": " ال", "probability": 0.79248046875}, {"start": 2828.2, "end": 2828.46, "word": " neighbor", "probability": 0.61474609375}, {"start": 2828.46, "end": 2830.42, "word": " تمام", "probability": 0.891357421875}, {"start": 2830.42, "end": 2830.76, "word": " إذا", "probability": 0.6876220703125}, {"start": 2830.76, "end": 2830.9, "word": " ال", "probability": 0.96240234375}, {"start": 2830.9, "end": 2831.18, "word": " neighbor", "probability": 0.82568359375}, {"start": 2831.18, "end": 2831.96, "word": " لحظة", "probability": 0.643890380859375}, {"start": 2831.96, "end": 2832.52, "word": " إذا", "probability": 0.917724609375}, {"start": 2832.52, "end": 2832.62, "word": " ال", "probability": 0.92626953125}, {"start": 2832.62, "end": 2832.86, "word": " neighbor", "probability": 0.806640625}, {"start": 2832.86, "end": 2833.22, "word": " هذا", "probability": 0.74267578125}, {"start": 2833.22, "end": 2834.3, "word": " قيمته", "probability": 0.9944661458333334}, {"start": 2834.3, "end": 2834.88, "word": " أقل", "probability": 0.9767252604166666}, {"start": 2834.88, "end": 2835.08, "word": " من", "probability": 0.99365234375}, {"start": 2835.08, "end": 2835.24, "word": " ال", "probability": 0.662109375}, {"start": 2835.24, "end": 2835.54, "word": " current", "probability": 0.95361328125}], "temperature": 1.0}, {"id": 110, "seek": 285649, "start": 2836.77, "end": 2856.49, "text": "أنا إيش اللي فحصته؟ أنا ماقارنتوش لسه بال current، أنا بتكلم عن ال successors، لاحظوا، أنا موجود، فحصت اللي قدامي و اللي ورايا و اللي على يميني و اللي على شمالي، هدول successors، أربعة successors، الأربعة ال successors هدول، إيش عملت فيهم؟ the highest one قلت إنه هذا هو المجاور، اللي لسه أنا مش هنتقله", "tokens": [10721, 8315, 11933, 1829, 8592, 13672, 1829, 6156, 5016, 9381, 47395, 22807, 41850, 19446, 4587, 9640, 29399, 2407, 8592, 5296, 3794, 3224, 20666, 2190, 12399, 41850, 39894, 4117, 19528, 18871, 2423, 2245, 830, 12399, 20193, 5016, 19913, 14407, 12399, 41850, 3714, 29245, 23328, 12399, 6156, 5016, 9381, 2655, 13672, 1829, 12174, 3215, 10943, 1829, 4032, 13672, 1829, 4032, 23557, 25528, 4032, 13672, 1829, 15844, 7251, 2304, 9957, 1829, 4032, 13672, 1829, 15844, 13412, 2304, 6027, 1829, 12399, 8032, 3215, 12610, 2245, 830, 12399, 5551, 25513, 27884, 2245, 830, 12399, 16247, 25513, 27884, 2423, 2245, 830, 8032, 3215, 12610, 12399, 11933, 1829, 8592, 6225, 42213, 2655, 8978, 16095, 22807, 264, 6343, 472, 12174, 1211, 2655, 36145, 3224, 23758, 31439, 9673, 7435, 995, 13063, 12399, 13672, 1829, 5296, 3794, 3224, 41850, 37893, 8032, 29399, 4587, 43761], "avg_logprob": -0.14467593276942217, "compression_ratio": 1.9444444444444444, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2836.77, "end": 2837.05, "word": "أنا", "probability": 0.798583984375}, {"start": 2837.05, "end": 2837.17, "word": " إيش", "probability": 0.8219401041666666}, {"start": 2837.17, "end": 2837.27, "word": " اللي", "probability": 0.953369140625}, {"start": 2837.27, "end": 2837.63, "word": " فحصته؟", "probability": 0.784765625}, {"start": 2837.63, "end": 2837.69, "word": " أنا", "probability": 0.7294921875}, {"start": 2837.69, "end": 2838.39, "word": " ماقارنتوش", "probability": 0.8719075520833334}, {"start": 2838.39, "end": 2838.59, "word": " لسه", "probability": 0.9583333333333334}, {"start": 2838.59, "end": 2838.73, "word": " بال", "probability": 0.96044921875}, {"start": 2838.73, "end": 2839.53, "word": " current،", "probability": 0.53369140625}, {"start": 2839.53, "end": 2839.67, "word": " أنا", "probability": 0.93896484375}, {"start": 2839.67, "end": 2839.93, "word": " بتكلم", "probability": 0.9308268229166666}, {"start": 2839.93, "end": 2840.07, "word": " عن", "probability": 0.98583984375}, {"start": 2840.07, "end": 2840.15, "word": " ال", "probability": 0.85009765625}, {"start": 2840.15, "end": 2841.59, "word": " successors،", "probability": 0.8160807291666666}, {"start": 2841.59, "end": 2842.17, "word": " لاحظوا،", "probability": 0.730029296875}, {"start": 2842.17, "end": 2842.35, "word": " أنا", "probability": 0.919921875}, {"start": 2842.35, "end": 2843.11, "word": " موجود،", "probability": 0.9085693359375}, {"start": 2843.11, "end": 2843.81, "word": " فحصت", "probability": 0.98388671875}, {"start": 2843.81, "end": 2844.55, "word": " اللي", "probability": 0.984375}, {"start": 2844.55, "end": 2845.07, "word": " قدامي", "probability": 0.8743896484375}, {"start": 2845.07, "end": 2845.23, "word": " و", "probability": 0.74609375}, {"start": 2845.23, "end": 2845.35, "word": " اللي", "probability": 0.9345703125}, {"start": 2845.35, "end": 2845.73, "word": " ورايا", "probability": 0.99169921875}, {"start": 2845.73, "end": 2845.85, "word": " و", "probability": 0.86328125}, {"start": 2845.85, "end": 2845.99, "word": " اللي", "probability": 0.9765625}, {"start": 2845.99, "end": 2846.11, "word": " على", "probability": 0.485595703125}, {"start": 2846.11, "end": 2846.39, "word": " يميني", "probability": 0.948486328125}, {"start": 2846.39, "end": 2846.47, "word": " و", "probability": 0.99609375}, {"start": 2846.47, "end": 2846.53, "word": " اللي", "probability": 0.96533203125}, {"start": 2846.53, "end": 2846.65, "word": " على", "probability": 0.8369140625}, {"start": 2846.65, "end": 2847.13, "word": " شمالي،", "probability": 0.9001953125}, {"start": 2847.13, "end": 2847.31, "word": " هدول", "probability": 0.9650065104166666}, {"start": 2847.31, "end": 2847.99, "word": " successors،", "probability": 0.9344075520833334}, {"start": 2847.99, "end": 2848.25, "word": " أربعة", "probability": 0.8287760416666666}, {"start": 2848.25, "end": 2849.29, "word": " successors،", "probability": 0.9542643229166666}, {"start": 2849.29, "end": 2849.69, "word": " الأربعة", "probability": 0.88037109375}, {"start": 2849.69, "end": 2849.77, "word": " ال", "probability": 0.5166015625}, {"start": 2849.77, "end": 2850.17, "word": " successors", "probability": 0.9384765625}, {"start": 2850.17, "end": 2850.47, "word": " هدول،", "probability": 0.9097900390625}, {"start": 2850.47, "end": 2850.55, "word": " إيش", "probability": 0.9549153645833334}, {"start": 2850.55, "end": 2850.79, "word": " عملت", "probability": 0.9830729166666666}, {"start": 2850.79, "end": 2851.39, "word": " فيهم؟", "probability": 0.984375}, {"start": 2851.39, "end": 2851.53, "word": " the", "probability": 0.420654296875}, {"start": 2851.53, "end": 2851.83, "word": " highest", "probability": 0.9375}, {"start": 2851.83, "end": 2852.19, "word": " one", "probability": 0.96826171875}, {"start": 2852.19, "end": 2852.79, "word": " قلت", "probability": 0.740234375}, {"start": 2852.79, "end": 2852.97, "word": " إنه", "probability": 0.69384765625}, {"start": 2852.97, "end": 2853.13, "word": " هذا", "probability": 0.79443359375}, {"start": 2853.13, "end": 2853.41, "word": " هو", "probability": 0.98876953125}, {"start": 2853.41, "end": 2855.19, "word": " المجاور،", "probability": 0.97373046875}, {"start": 2855.19, "end": 2855.41, "word": " اللي", "probability": 0.9921875}, {"start": 2855.41, "end": 2855.67, "word": " لسه", "probability": 0.98779296875}, {"start": 2855.67, "end": 2855.81, "word": " أنا", "probability": 0.8837890625}, {"start": 2855.81, "end": 2855.95, "word": " مش", "probability": 0.98876953125}, {"start": 2855.95, "end": 2856.49, "word": " هنتقله", "probability": 0.8846435546875}], "temperature": 1.0}, {"id": 111, "seek": 288251, "start": 2857.85, "end": 2882.51, "text": "يمكن مانتقلوش طيب هذا القيمة اللي هي ال NIPAR value إذا أقل أو تساوي ال current لأ معناته واضح أن أنا موجود على ال peak لأن كل اللي حوليا يجال مني أعلى واحد فيهم ضال أقل من ال current تبعي إيش بسويه بضل مكاني فإذا then return بال current وخلص يعني ال current هو ال local خلصنا", "tokens": [32640, 19452, 3714, 7649, 2655, 4587, 1211, 2407, 8592, 23032, 1829, 3555, 23758, 25062, 32640, 3660, 13672, 1829, 39896, 2423, 426, 9139, 1899, 2158, 11933, 15730, 5551, 4587, 1211, 34051, 6055, 3794, 995, 45865, 2423, 2190, 5296, 10721, 20449, 8315, 47395, 4032, 46958, 5016, 14739, 41850, 3714, 29245, 23328, 15844, 2423, 10651, 5296, 33456, 28242, 13672, 1829, 11331, 12610, 25528, 7251, 7435, 6027, 9154, 1829, 5551, 3615, 23942, 36764, 24401, 8978, 16095, 48812, 6027, 5551, 4587, 1211, 9154, 2423, 2190, 6055, 3555, 3615, 1829, 11933, 1829, 8592, 4724, 3794, 45865, 3224, 4724, 11242, 1211, 3714, 41361, 1829, 6156, 28814, 15730, 550, 2736, 20666, 2190, 4032, 9778, 1211, 9381, 37495, 22653, 2423, 2190, 31439, 2423, 2654, 16490, 1211, 9381, 8315], "avg_logprob": -0.2187500017384688, "compression_ratio": 1.7015503875968991, "no_speech_prob": 1.0132789611816406e-05, "words": [{"start": 2857.85, "end": 2858.21, "word": "يمكن", "probability": 0.896484375}, {"start": 2858.21, "end": 2858.89, "word": " مانتقلوش", "probability": 0.7516392299107143}, {"start": 2858.89, "end": 2859.73, "word": " طيب", "probability": 0.84716796875}, {"start": 2859.73, "end": 2860.67, "word": " هذا", "probability": 0.55078125}, {"start": 2860.67, "end": 2861.81, "word": " القيمة", "probability": 0.9554036458333334}, {"start": 2861.81, "end": 2862.15, "word": " اللي", "probability": 0.850341796875}, {"start": 2862.15, "end": 2862.31, "word": " هي", "probability": 0.91162109375}, {"start": 2862.31, "end": 2862.41, "word": " ال", "probability": 0.56005859375}, {"start": 2862.41, "end": 2862.69, "word": " NIPAR", "probability": 0.23732503255208334}, {"start": 2862.69, "end": 2863.07, "word": " value", "probability": 0.60693359375}, {"start": 2863.07, "end": 2863.71, "word": " إذا", "probability": 0.89453125}, {"start": 2863.71, "end": 2864.45, "word": " أقل", "probability": 0.97998046875}, {"start": 2864.45, "end": 2864.91, "word": " أو", "probability": 0.89501953125}, {"start": 2864.91, "end": 2865.29, "word": " تساوي", "probability": 0.84136962890625}, {"start": 2865.29, "end": 2865.45, "word": " ال", "probability": 0.73193359375}, {"start": 2865.45, "end": 2865.81, "word": " current", "probability": 0.93408203125}, {"start": 2865.81, "end": 2866.25, "word": " لأ", "probability": 0.938232421875}, {"start": 2866.25, "end": 2866.57, "word": " معناته", "probability": 0.98046875}, {"start": 2866.57, "end": 2866.81, "word": " واضح", "probability": 0.97998046875}, {"start": 2866.81, "end": 2866.95, "word": " أن", "probability": 0.396728515625}, {"start": 2866.95, "end": 2867.07, "word": " أنا", "probability": 0.89794921875}, {"start": 2867.07, "end": 2867.37, "word": " موجود", "probability": 0.9873046875}, {"start": 2867.37, "end": 2867.49, "word": " على", "probability": 0.65625}, {"start": 2867.49, "end": 2867.57, "word": " ال", "probability": 0.97265625}, {"start": 2867.57, "end": 2867.85, "word": " peak", "probability": 0.564453125}, {"start": 2867.85, "end": 2868.37, "word": " لأن", "probability": 0.81787109375}, {"start": 2868.37, "end": 2868.57, "word": " كل", "probability": 0.97509765625}, {"start": 2868.57, "end": 2868.67, "word": " اللي", "probability": 0.975830078125}, {"start": 2868.67, "end": 2868.91, "word": " حوليا", "probability": 0.7093098958333334}, {"start": 2868.91, "end": 2869.13, "word": " يجال", "probability": 0.6995442708333334}, {"start": 2869.13, "end": 2869.45, "word": " مني", "probability": 0.711181640625}, {"start": 2869.45, "end": 2871.29, "word": " أعلى", "probability": 0.9412434895833334}, {"start": 2871.29, "end": 2871.65, "word": " واحد", "probability": 0.993408203125}, {"start": 2871.65, "end": 2872.15, "word": " فيهم", "probability": 0.987548828125}, {"start": 2872.15, "end": 2872.55, "word": " ضال", "probability": 0.6947021484375}, {"start": 2872.55, "end": 2872.83, "word": " أقل", "probability": 0.9762369791666666}, {"start": 2872.83, "end": 2872.97, "word": " من", "probability": 0.98974609375}, {"start": 2872.97, "end": 2873.61, "word": " ال", "probability": 0.372314453125}, {"start": 2873.61, "end": 2874.27, "word": " current", "probability": 0.96630859375}, {"start": 2874.27, "end": 2874.69, "word": " تبعي", "probability": 0.94677734375}, {"start": 2874.69, "end": 2875.45, "word": " إيش", "probability": 0.8204752604166666}, {"start": 2875.45, "end": 2875.95, "word": " بسويه", "probability": 0.9427490234375}, {"start": 2875.95, "end": 2876.19, "word": " بضل", "probability": 0.6226399739583334}, {"start": 2876.19, "end": 2876.61, "word": " مكاني", "probability": 0.9783528645833334}, {"start": 2876.61, "end": 2877.33, "word": " فإذا", "probability": 0.8541666666666666}, {"start": 2877.33, "end": 2878.23, "word": " then", "probability": 0.81787109375}, {"start": 2878.23, "end": 2878.73, "word": " return", "probability": 0.84228515625}, {"start": 2878.73, "end": 2878.91, "word": " بال", "probability": 0.97216796875}, {"start": 2878.91, "end": 2879.15, "word": " current", "probability": 0.73779296875}, {"start": 2879.15, "end": 2879.55, "word": " وخلص", "probability": 0.8128662109375}, {"start": 2879.55, "end": 2880.87, "word": " يعني", "probability": 0.887939453125}, {"start": 2880.87, "end": 2881.01, "word": " ال", "probability": 0.974609375}, {"start": 2881.01, "end": 2881.27, "word": " current", "probability": 0.951171875}, {"start": 2881.27, "end": 2881.45, "word": " هو", "probability": 0.99365234375}, {"start": 2881.45, "end": 2881.59, "word": " ال", "probability": 0.97607421875}, {"start": 2881.59, "end": 2881.89, "word": " local", "probability": 0.8759765625}, {"start": 2881.89, "end": 2882.51, "word": " خلصنا", "probability": 0.9622802734375}], "temperature": 1.0}, {"id": 112, "seek": 291207, "start": 2883.91, "end": 2912.07, "text": "انتهى طيب otherwise إيش ال otherwise إذا ال if هذه true بنعملها إذا false معناته هي أكبر منه بس لأن هو أقل منه أو يساوي فالعكس تبعها أكبر منه فإذا ال neighbor أكبر من ال current ال neighbor هذه أكتر معناته أفضل على طول إيش بروح لها؟ بنتقل فصارت ال neighbor هي ال current", "tokens": [7649, 47395, 7578, 23032, 1829, 3555, 5911, 11933, 1829, 8592, 2423, 5911, 11933, 15730, 2423, 498, 29538, 2074, 44945, 25957, 1211, 11296, 11933, 15730, 7908, 20449, 8315, 47395, 39896, 5551, 4117, 26890, 9154, 3224, 4724, 3794, 5296, 33456, 31439, 5551, 4587, 1211, 9154, 3224, 34051, 7251, 3794, 995, 45865, 6156, 6027, 3615, 4117, 3794, 6055, 3555, 3615, 11296, 5551, 4117, 26890, 9154, 3224, 6156, 28814, 15730, 2423, 5987, 5551, 4117, 26890, 9154, 2423, 2190, 2423, 5987, 29538, 5551, 4117, 2655, 2288, 20449, 8315, 47395, 5551, 5172, 11242, 1211, 15844, 23032, 12610, 11933, 1829, 8592, 4724, 32887, 5016, 5296, 11296, 22807, 4724, 29399, 4587, 1211, 6156, 9381, 9640, 2655, 2423, 5987, 39896, 2423, 2190], "avg_logprob": -0.17790570397648894, "compression_ratio": 1.917808219178082, "no_speech_prob": 2.6226043701171875e-06, "words": [{"start": 2883.9100000000003, "end": 2884.59, "word": "انتهى", "probability": 0.92041015625}, {"start": 2884.59, "end": 2885.09, "word": " طيب", "probability": 0.9085286458333334}, {"start": 2885.09, "end": 2885.95, "word": " otherwise", "probability": 0.8310546875}, {"start": 2885.95, "end": 2887.07, "word": " إيش", "probability": 0.6827799479166666}, {"start": 2887.07, "end": 2887.23, "word": " ال", "probability": 0.9619140625}, {"start": 2887.23, "end": 2887.91, "word": " otherwise", "probability": 0.73828125}, {"start": 2887.91, "end": 2888.37, "word": " إذا", "probability": 0.846923828125}, {"start": 2888.37, "end": 2888.53, "word": " ال", "probability": 0.95654296875}, {"start": 2888.53, "end": 2888.73, "word": " if", "probability": 0.80029296875}, {"start": 2888.73, "end": 2888.91, "word": " هذه", "probability": 0.431396484375}, {"start": 2888.91, "end": 2890.93, "word": " true", "probability": 0.330810546875}, {"start": 2890.93, "end": 2892.39, "word": " بنعملها", "probability": 0.8955078125}, {"start": 2892.39, "end": 2892.71, "word": " إذا", "probability": 0.930908203125}, {"start": 2892.71, "end": 2893.19, "word": " false", "probability": 0.89111328125}, {"start": 2893.19, "end": 2893.69, "word": " معناته", "probability": 0.92822265625}, {"start": 2893.69, "end": 2893.89, "word": " هي", "probability": 0.80712890625}, {"start": 2893.89, "end": 2894.21, "word": " أكبر", "probability": 0.9690755208333334}, {"start": 2894.21, "end": 2894.49, "word": " منه", "probability": 0.98583984375}, {"start": 2894.49, "end": 2894.77, "word": " بس", "probability": 0.994140625}, {"start": 2894.77, "end": 2895.27, "word": " لأن", "probability": 0.794921875}, {"start": 2895.27, "end": 2895.33, "word": " هو", "probability": 0.615234375}, {"start": 2895.33, "end": 2895.59, "word": " أقل", "probability": 0.9490559895833334}, {"start": 2895.59, "end": 2895.75, "word": " منه", "probability": 0.6748046875}, {"start": 2895.75, "end": 2895.85, "word": " أو", "probability": 0.9423828125}, {"start": 2895.85, "end": 2896.21, "word": " يساوي", "probability": 0.9300537109375}, {"start": 2896.21, "end": 2896.79, "word": " فالعكس", "probability": 0.92958984375}, {"start": 2896.79, "end": 2897.29, "word": " تبعها", "probability": 0.87451171875}, {"start": 2897.29, "end": 2899.51, "word": " أكبر", "probability": 0.9534505208333334}, {"start": 2899.51, "end": 2899.93, "word": " منه", "probability": 0.97265625}, {"start": 2899.93, "end": 2900.37, "word": " فإذا", "probability": 0.953125}, {"start": 2900.37, "end": 2900.67, "word": " ال", "probability": 0.50439453125}, {"start": 2900.67, "end": 2900.93, "word": " neighbor", "probability": 0.2279052734375}, {"start": 2900.93, "end": 2901.37, "word": " أكبر", "probability": 0.9807942708333334}, {"start": 2901.37, "end": 2901.51, "word": " من", "probability": 0.9912109375}, {"start": 2901.51, "end": 2901.65, "word": " ال", "probability": 0.81005859375}, {"start": 2901.65, "end": 2901.97, "word": " current", "probability": 0.91259765625}, {"start": 2901.97, "end": 2902.51, "word": " ال", "probability": 0.54833984375}, {"start": 2902.51, "end": 2902.75, "word": " neighbor", "probability": 0.5}, {"start": 2902.75, "end": 2903.85, "word": " هذه", "probability": 0.34521484375}, {"start": 2903.85, "end": 2904.63, "word": " أكتر", "probability": 0.9742431640625}, {"start": 2904.63, "end": 2905.17, "word": " معناته", "probability": 0.9783528645833334}, {"start": 2905.17, "end": 2905.65, "word": " أفضل", "probability": 0.995361328125}, {"start": 2905.65, "end": 2906.41, "word": " على", "probability": 0.85791015625}, {"start": 2906.41, "end": 2906.61, "word": " طول", "probability": 0.990966796875}, {"start": 2906.61, "end": 2906.75, "word": " إيش", "probability": 0.8720703125}, {"start": 2906.75, "end": 2906.99, "word": " بروح", "probability": 0.9658203125}, {"start": 2906.99, "end": 2908.23, "word": " لها؟", "probability": 0.6289876302083334}, {"start": 2908.23, "end": 2909.19, "word": " بنتقل", "probability": 0.888916015625}, {"start": 2909.19, "end": 2911.13, "word": " فصارت", "probability": 0.74249267578125}, {"start": 2911.13, "end": 2911.23, "word": " ال", "probability": 0.9501953125}, {"start": 2911.23, "end": 2911.43, "word": " neighbor", "probability": 0.90966796875}, {"start": 2911.43, "end": 2911.69, "word": " هي", "probability": 0.90576171875}, {"start": 2911.69, "end": 2911.85, "word": " ال", "probability": 0.89111328125}, {"start": 2911.85, "end": 2912.07, "word": " current", "probability": 0.943359375}], "temperature": 1.0}, {"id": 113, "seek": 293313, "start": 2912.99, "end": 2933.13, "text": "طيب، صارت current، إيش برجع؟ برجع من أول و جديد، بعمل neighbor كمان مرة، بس لمين؟ لل current الجديدة، أنا كنت هنا، انتقلت الآن على current جديدة، نفس الكلام، هشوف الأربعة اللي حواليها، أعلى واحدة فيهم، أقارنها معايا، و هي كده، و نضلنا مشيين، نضلنا مشيين", "tokens": [9566, 1829, 3555, 12399, 20328, 9640, 2655, 2190, 12399, 11933, 1829, 8592, 4724, 47341, 3615, 22807, 4724, 47341, 3615, 9154, 5551, 12610, 4032, 10874, 16254, 3215, 12399, 4724, 25957, 1211, 5987, 9122, 2304, 7649, 3714, 25720, 12399, 4724, 3794, 32767, 9957, 22807, 24976, 2190, 25724, 16254, 41891, 12399, 41850, 9122, 29399, 34105, 12399, 16472, 2655, 4587, 1211, 2655, 6024, 48506, 15844, 2190, 10874, 16254, 41891, 12399, 8717, 36178, 2423, 28820, 10943, 12399, 8032, 8592, 38688, 16247, 25513, 27884, 13672, 1829, 11331, 2407, 6027, 1829, 11296, 12399, 5551, 3615, 23942, 36764, 24401, 3660, 8978, 16095, 12399, 5551, 4587, 9640, 1863, 11296, 20449, 995, 25528, 12399, 4032, 39896, 9122, 3215, 3224, 12399, 4032, 8717, 11242, 1211, 8315, 37893, 1829, 9957, 12399, 8717, 11242, 1211, 8315, 37893, 1829, 9957], "avg_logprob": -0.1256151513790521, "compression_ratio": 1.7777777777777777, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 2912.99, "end": 2913.61, "word": "طيب،", "probability": 0.770660400390625}, {"start": 2913.61, "end": 2913.95, "word": " صارت", "probability": 0.9851888020833334}, {"start": 2913.95, "end": 2914.41, "word": " current،", "probability": 0.6019287109375}, {"start": 2914.41, "end": 2914.59, "word": " إيش", "probability": 0.86572265625}, {"start": 2914.59, "end": 2914.91, "word": " برجع؟", "probability": 0.96923828125}, {"start": 2914.91, "end": 2915.23, "word": " برجع", "probability": 0.9773763020833334}, {"start": 2915.23, "end": 2915.35, "word": " من", "probability": 0.98291015625}, {"start": 2915.35, "end": 2915.53, "word": " أول", "probability": 0.974609375}, {"start": 2915.53, "end": 2915.61, "word": " و", "probability": 0.888671875}, {"start": 2915.61, "end": 2915.93, "word": " جديد،", "probability": 0.9351806640625}, {"start": 2915.93, "end": 2916.35, "word": " بعمل", "probability": 0.9568684895833334}, {"start": 2916.35, "end": 2917.15, "word": " neighbor", "probability": 0.53564453125}, {"start": 2917.15, "end": 2917.69, "word": " كمان", "probability": 0.9392903645833334}, {"start": 2917.69, "end": 2918.49, "word": " مرة،", "probability": 0.9469401041666666}, {"start": 2918.49, "end": 2918.67, "word": " بس", "probability": 0.989990234375}, {"start": 2918.67, "end": 2918.95, "word": " لمين؟", "probability": 0.7003580729166666}, {"start": 2918.95, "end": 2919.07, "word": " لل", "probability": 0.45263671875}, {"start": 2919.07, "end": 2919.33, "word": " current", "probability": 0.74169921875}, {"start": 2919.33, "end": 2921.01, "word": " الجديدة،", "probability": 0.8492431640625}, {"start": 2921.01, "end": 2921.15, "word": " أنا", "probability": 0.87890625}, {"start": 2921.15, "end": 2921.33, "word": " كنت", "probability": 0.992919921875}, {"start": 2921.33, "end": 2921.75, "word": " هنا،", "probability": 0.938232421875}, {"start": 2921.75, "end": 2922.27, "word": " انتقلت", "probability": 0.9857421875}, {"start": 2922.27, "end": 2922.59, "word": " الآن", "probability": 0.85107421875}, {"start": 2922.59, "end": 2923.61, "word": " على", "probability": 0.720703125}, {"start": 2923.61, "end": 2923.89, "word": " current", "probability": 0.96337890625}, {"start": 2923.89, "end": 2924.59, "word": " جديدة،", "probability": 0.963134765625}, {"start": 2924.59, "end": 2924.77, "word": " نفس", "probability": 0.9970703125}, {"start": 2924.77, "end": 2925.17, "word": " الكلام،", "probability": 0.9759521484375}, {"start": 2925.17, "end": 2925.47, "word": " هشوف", "probability": 0.9532877604166666}, {"start": 2925.47, "end": 2925.91, "word": " الأربعة", "probability": 0.87109375}, {"start": 2925.91, "end": 2926.07, "word": " اللي", "probability": 0.986328125}, {"start": 2926.07, "end": 2927.33, "word": " حواليها،", "probability": 0.95556640625}, {"start": 2927.33, "end": 2927.59, "word": " أعلى", "probability": 0.95703125}, {"start": 2927.59, "end": 2927.89, "word": " واحدة", "probability": 0.9866536458333334}, {"start": 2927.89, "end": 2928.43, "word": " فيهم،", "probability": 0.8753255208333334}, {"start": 2928.43, "end": 2928.93, "word": " أقارنها", "probability": 0.9712890625}, {"start": 2928.93, "end": 2930.01, "word": " معايا،", "probability": 0.816650390625}, {"start": 2930.01, "end": 2930.13, "word": " و", "probability": 0.79248046875}, {"start": 2930.13, "end": 2930.25, "word": " هي", "probability": 0.6630859375}, {"start": 2930.25, "end": 2931.03, "word": " كده،", "probability": 0.90478515625}, {"start": 2931.03, "end": 2931.09, "word": " و", "probability": 0.99365234375}, {"start": 2931.09, "end": 2931.35, "word": " نضلنا", "probability": 0.80889892578125}, {"start": 2931.35, "end": 2931.91, "word": " مشيين،", "probability": 0.80078125}, {"start": 2931.91, "end": 2932.43, "word": " نضلنا", "probability": 0.9913330078125}, {"start": 2932.43, "end": 2933.13, "word": " مشيين", "probability": 0.9156901041666666}], "temperature": 1.0}, {"id": 114, "seek": 296225, "start": 2934.21, "end": 2962.25, "text": "هذه فيها يمكن هيكش بس إشكالية صغيرة، إشكاليتها الصغيرة الحقيقة طول ما أحنا ماشيين هي في .. إيش بتدورلي؟ إيش بتجيبلي هذه الطريقة هذه؟ طريقة ال .. ال .. ال hill climbing هذه أو التسلق .. تسلق التلة، هيجيبلي local، هيجيبلي local طب بينانو بس إيش هو ال local؟ إيش يعني ممكن يكون local؟ ال local ممكن يكون كتالي، إما local maximum هو flat", "tokens": [3224, 24192, 8978, 11296, 7251, 43020, 39896, 4117, 8592, 4724, 3794, 11933, 8592, 4117, 6027, 10632, 20328, 17082, 48923, 12399, 11933, 8592, 4117, 6027, 36081, 11296, 31767, 17082, 48923, 21542, 38436, 28671, 23032, 12610, 19446, 5551, 5016, 8315, 3714, 33599, 1829, 9957, 39896, 8978, 4386, 11933, 1829, 8592, 39894, 3215, 13063, 20292, 22807, 11933, 1829, 8592, 39894, 7435, 1829, 3555, 20292, 29538, 41950, 16572, 28671, 29538, 22807, 23032, 16572, 28671, 2423, 4386, 2423, 4386, 2423, 10997, 14780, 29538, 34051, 16712, 3794, 1211, 4587, 4386, 6055, 3794, 1211, 4587, 16712, 37977, 12399, 39896, 7435, 1829, 3555, 20292, 2654, 12399, 39896, 7435, 1829, 3555, 20292, 2654, 23032, 3555, 4724, 1829, 8315, 1863, 2407, 4724, 3794, 11933, 1829, 8592, 31439, 2423, 2654, 22807, 11933, 1829, 8592, 37495, 22653, 3714, 43020, 7251, 30544, 2654, 22807, 2423, 2654, 3714, 43020, 7251, 30544, 9122, 2655, 6027, 1829, 12399, 11933, 15042, 2654, 6674, 31439, 4962], "avg_logprob": -0.18645134308194153, "compression_ratio": 2.0608365019011408, "no_speech_prob": 0.0, "words": [{"start": 2934.21, "end": 2934.51, "word": "هذه", "probability": 0.876708984375}, {"start": 2934.51, "end": 2934.87, "word": " فيها", "probability": 0.9765625}, {"start": 2934.87, "end": 2935.37, "word": " يمكن", "probability": 0.677734375}, {"start": 2935.37, "end": 2935.63, "word": " هيكش", "probability": 0.8701171875}, {"start": 2935.63, "end": 2935.89, "word": " بس", "probability": 0.9111328125}, {"start": 2935.89, "end": 2936.83, "word": " إشكالية", "probability": 0.9158203125}, {"start": 2936.83, "end": 2937.65, "word": " صغيرة،", "probability": 0.807464599609375}, {"start": 2937.65, "end": 2938.13, "word": " إشكاليتها", "probability": 0.97021484375}, {"start": 2938.13, "end": 2938.49, "word": " الصغيرة", "probability": 0.9827473958333334}, {"start": 2938.49, "end": 2938.93, "word": " الحقيقة", "probability": 0.9728190104166666}, {"start": 2938.93, "end": 2939.25, "word": " طول", "probability": 0.9765625}, {"start": 2939.25, "end": 2939.31, "word": " ما", "probability": 0.9853515625}, {"start": 2939.31, "end": 2939.45, "word": " أحنا", "probability": 0.781494140625}, {"start": 2939.45, "end": 2939.95, "word": " ماشيين", "probability": 0.8924560546875}, {"start": 2939.95, "end": 2940.65, "word": " هي", "probability": 0.76806640625}, {"start": 2940.65, "end": 2941.03, "word": " في", "probability": 0.97509765625}, {"start": 2941.03, "end": 2941.33, "word": " ..", "probability": 0.39794921875}, {"start": 2941.33, "end": 2941.91, "word": " إيش", "probability": 0.82568359375}, {"start": 2941.91, "end": 2942.55, "word": " بتدورلي؟", "probability": 0.90810546875}, {"start": 2942.55, "end": 2942.67, "word": " إيش", "probability": 0.9189453125}, {"start": 2942.67, "end": 2943.09, "word": " بتجيبلي", "probability": 0.95380859375}, {"start": 2943.09, "end": 2943.29, "word": " هذه", "probability": 0.48876953125}, {"start": 2943.29, "end": 2944.87, "word": " الطريقة", "probability": 0.88916015625}, {"start": 2944.87, "end": 2945.51, "word": " هذه؟", "probability": 0.603515625}, {"start": 2945.51, "end": 2945.87, "word": " طريقة", "probability": 0.9781901041666666}, {"start": 2945.87, "end": 2946.15, "word": " ال", "probability": 0.97998046875}, {"start": 2946.15, "end": 2946.15, "word": " ..", "probability": 0.5029296875}, {"start": 2946.15, "end": 2946.45, "word": " ال", "probability": 0.97998046875}, {"start": 2946.45, "end": 2946.45, "word": " ..", "probability": 0.6357421875}, {"start": 2946.45, "end": 2946.57, "word": " ال", "probability": 0.8828125}, {"start": 2946.57, "end": 2946.63, "word": " hill", "probability": 0.328369140625}, {"start": 2946.63, "end": 2947.03, "word": " climbing", "probability": 0.9013671875}, {"start": 2947.03, "end": 2947.35, "word": " هذه", "probability": 0.8046875}, {"start": 2947.35, "end": 2947.79, "word": " أو", "probability": 0.60693359375}, {"start": 2947.79, "end": 2948.45, "word": " التسلق", "probability": 0.9437255859375}, {"start": 2948.45, "end": 2948.67, "word": " ..", "probability": 0.54638671875}, {"start": 2948.67, "end": 2949.07, "word": " تسلق", "probability": 0.9281005859375}, {"start": 2949.07, "end": 2949.81, "word": " التلة،", "probability": 0.7823893229166666}, {"start": 2949.81, "end": 2950.35, "word": " هيجيبلي", "probability": 0.884765625}, {"start": 2950.35, "end": 2953.79, "word": " local،", "probability": 0.4669189453125}, {"start": 2953.79, "end": 2955.23, "word": " هيجيبلي", "probability": 0.9892578125}, {"start": 2955.23, "end": 2955.57, "word": " local", "probability": 0.9326171875}, {"start": 2955.57, "end": 2955.85, "word": " طب", "probability": 0.78515625}, {"start": 2955.85, "end": 2956.11, "word": " بينانو", "probability": 0.4919189453125}, {"start": 2956.11, "end": 2956.27, "word": " بس", "probability": 0.6502685546875}, {"start": 2956.27, "end": 2956.45, "word": " إيش", "probability": 0.9650065104166666}, {"start": 2956.45, "end": 2956.61, "word": " هو", "probability": 0.94287109375}, {"start": 2956.61, "end": 2956.73, "word": " ال", "probability": 0.95361328125}, {"start": 2956.73, "end": 2956.99, "word": " local؟", "probability": 0.864013671875}, {"start": 2956.99, "end": 2957.11, "word": " إيش", "probability": 0.9827473958333334}, {"start": 2957.11, "end": 2957.25, "word": " يعني", "probability": 0.959228515625}, {"start": 2957.25, "end": 2957.49, "word": " ممكن", "probability": 0.87255859375}, {"start": 2957.49, "end": 2957.67, "word": " يكون", "probability": 0.9931640625}, {"start": 2957.67, "end": 2958.57, "word": " local؟", "probability": 0.9345703125}, {"start": 2958.57, "end": 2958.67, "word": " ال", "probability": 0.8017578125}, {"start": 2958.67, "end": 2958.87, "word": " local", "probability": 0.8955078125}, {"start": 2958.87, "end": 2959.15, "word": " ممكن", "probability": 0.98876953125}, {"start": 2959.15, "end": 2959.39, "word": " يكون", "probability": 0.995361328125}, {"start": 2959.39, "end": 2960.07, "word": " كتالي،", "probability": 0.7537109375}, {"start": 2960.07, "end": 2960.35, "word": " إما", "probability": 0.921630859375}, {"start": 2960.35, "end": 2960.87, "word": " local", "probability": 0.818359375}, {"start": 2960.87, "end": 2961.39, "word": " maximum", "probability": 0.951171875}, {"start": 2961.39, "end": 2961.81, "word": " هو", "probability": 0.97900390625}, {"start": 2961.81, "end": 2962.25, "word": " flat", "probability": 0.91162109375}], "temperature": 1.0}, {"id": 115, "seek": 298503, "start": 2963.91, "end": 2985.03, "text": "زي فكرة أنه okay هو مش .. مش أكبر منه، ولكن هو يساوي، فيساوي، في الحالة دي كلها متساوية بالنسبالي، كلهم قمة، كلهم يعتبروا قمة، بس local، تمام، هذه نفس الكلام ممكن تكون هنا، local maximum، local maximum اللي قبلها أقل منها و اللي بعدها أقل منها", "tokens": [11622, 1829, 6156, 4117, 25720, 14739, 3224, 1392, 31439, 37893, 4386, 37893, 5551, 4117, 26890, 9154, 3224, 12399, 35525, 19452, 31439, 7251, 3794, 995, 45865, 12399, 8978, 3794, 995, 45865, 12399, 8978, 21542, 6027, 3660, 11778, 1829, 28242, 11296, 44650, 3794, 995, 2407, 10632, 20666, 1863, 35457, 6027, 1829, 12399, 28242, 16095, 12174, 46007, 12399, 28242, 16095, 7251, 34268, 26890, 14407, 12174, 46007, 12399, 4724, 3794, 2654, 12399, 46811, 10943, 12399, 29538, 8717, 36178, 2423, 28820, 10943, 3714, 43020, 6055, 30544, 34105, 12399, 2654, 6674, 12399, 2654, 6674, 13672, 1829, 12174, 36150, 11296, 5551, 4587, 1211, 9154, 11296, 4032, 13672, 1829, 39182, 11296, 5551, 4587, 1211, 9154, 11296], "avg_logprob": -0.11159690613046698, "compression_ratio": 1.875, "no_speech_prob": 1.430511474609375e-06, "words": [{"start": 2963.91, "end": 2964.17, "word": "زي", "probability": 0.92822265625}, {"start": 2964.17, "end": 2964.47, "word": " فكرة", "probability": 0.97705078125}, {"start": 2964.47, "end": 2964.83, "word": " أنه", "probability": 0.6636962890625}, {"start": 2964.83, "end": 2965.27, "word": " okay", "probability": 0.5361328125}, {"start": 2965.27, "end": 2965.43, "word": " هو", "probability": 0.8994140625}, {"start": 2965.43, "end": 2965.73, "word": " مش", "probability": 0.97509765625}, {"start": 2965.73, "end": 2965.91, "word": " ..", "probability": 0.44287109375}, {"start": 2965.91, "end": 2966.37, "word": " مش", "probability": 0.84375}, {"start": 2966.37, "end": 2966.75, "word": " أكبر", "probability": 0.9677734375}, {"start": 2966.75, "end": 2967.13, "word": " منه،", "probability": 0.7491048177083334}, {"start": 2967.13, "end": 2967.29, "word": " ولكن", "probability": 0.8603515625}, {"start": 2967.29, "end": 2967.43, "word": " هو", "probability": 0.95556640625}, {"start": 2967.43, "end": 2968.75, "word": " يساوي،", "probability": 0.9552734375}, {"start": 2968.75, "end": 2969.67, "word": " فيساوي،", "probability": 0.88154296875}, {"start": 2969.67, "end": 2969.79, "word": " في", "probability": 0.72265625}, {"start": 2969.79, "end": 2970.07, "word": " الحالة", "probability": 0.9679361979166666}, {"start": 2970.07, "end": 2970.19, "word": " دي", "probability": 0.962158203125}, {"start": 2970.19, "end": 2970.51, "word": " كلها", "probability": 0.9833984375}, {"start": 2970.51, "end": 2970.97, "word": " متساوية", "probability": 0.8953125}, {"start": 2970.97, "end": 2971.47, "word": " بالنسبالي،", "probability": 0.926025390625}, {"start": 2971.47, "end": 2971.81, "word": " كلهم", "probability": 0.98486328125}, {"start": 2971.81, "end": 2973.05, "word": " قمة،", "probability": 0.9295247395833334}, {"start": 2973.05, "end": 2974.21, "word": " كلهم", "probability": 0.977783203125}, {"start": 2974.21, "end": 2974.65, "word": " يعتبروا", "probability": 0.971435546875}, {"start": 2974.65, "end": 2975.21, "word": " قمة،", "probability": 0.9677734375}, {"start": 2975.21, "end": 2975.37, "word": " بس", "probability": 0.997314453125}, {"start": 2975.37, "end": 2976.97, "word": " local،", "probability": 0.710205078125}, {"start": 2976.97, "end": 2977.97, "word": " تمام،", "probability": 0.8834635416666666}, {"start": 2977.97, "end": 2978.21, "word": " هذه", "probability": 0.5244140625}, {"start": 2978.21, "end": 2978.41, "word": " نفس", "probability": 0.997314453125}, {"start": 2978.41, "end": 2978.75, "word": " الكلام", "probability": 0.9539388020833334}, {"start": 2978.75, "end": 2978.97, "word": " ممكن", "probability": 0.903076171875}, {"start": 2978.97, "end": 2979.25, "word": " تكون", "probability": 0.992431640625}, {"start": 2979.25, "end": 2980.23, "word": " هنا،", "probability": 0.827392578125}, {"start": 2980.23, "end": 2980.61, "word": " local", "probability": 0.86962890625}, {"start": 2980.61, "end": 2982.51, "word": " maximum،", "probability": 0.881591796875}, {"start": 2982.51, "end": 2982.75, "word": " local", "probability": 0.91015625}, {"start": 2982.75, "end": 2983.15, "word": " maximum", "probability": 0.97216796875}, {"start": 2983.15, "end": 2983.33, "word": " اللي", "probability": 0.93505859375}, {"start": 2983.33, "end": 2983.69, "word": " قبلها", "probability": 0.8792317708333334}, {"start": 2983.69, "end": 2983.95, "word": " أقل", "probability": 0.9833984375}, {"start": 2983.95, "end": 2984.13, "word": " منها", "probability": 0.9951171875}, {"start": 2984.13, "end": 2984.23, "word": " و", "probability": 0.69189453125}, {"start": 2984.23, "end": 2984.29, "word": " اللي", "probability": 0.921142578125}, {"start": 2984.29, "end": 2984.53, "word": " بعدها", "probability": 0.970703125}, {"start": 2984.53, "end": 2984.75, "word": " أقل", "probability": 0.990234375}, {"start": 2984.75, "end": 2985.03, "word": " منها", "probability": 0.9951171875}], "temperature": 1.0}, {"id": 116, "seek": 301448, "start": 2986.4, "end": 3014.48, "text": "فهذه maximum لكن بضمن ان هي global ان هي فعلا هذه هي قمة Everest اللي أنا بتكلم عنها لأ يمكن Everest له قيمتين تلاتة واحدة منهم هي العالية والباجي هيك شوية تلة طالع و بعدين مكمل كويس فممكن تكون حاجة زي بهذا الشكل طيب الآن في حاجة اسمها shoulder برضه flat بس مش زي هذه flat و ال flat نفسه اللي جابله أقل و اللي بعده أقل لأ عامل زي ال shoulder زي الكتف", "tokens": [5172, 3224, 24192, 6674, 44381, 4724, 11242, 27842, 16472, 39896, 4338, 16472, 39896, 6156, 3615, 15040, 29538, 39896, 12174, 46007, 47591, 13672, 1829, 41850, 39894, 4117, 19528, 18871, 11296, 5296, 10721, 7251, 43020, 47591, 46740, 12174, 32640, 2655, 9957, 6055, 1211, 9307, 3660, 36764, 24401, 3660, 9154, 16095, 39896, 18863, 6027, 10632, 16070, 3555, 995, 7435, 1829, 39896, 4117, 13412, 2407, 10632, 6055, 37977, 23032, 6027, 3615, 4032, 39182, 9957, 3714, 24793, 1211, 9122, 45865, 3794, 6156, 2304, 43020, 6055, 30544, 11331, 26108, 3660, 30767, 1829, 39627, 15730, 25124, 28820, 23032, 1829, 3555, 6024, 48506, 8978, 11331, 26108, 3660, 24525, 2304, 11296, 7948, 4724, 43042, 3224, 4962, 4724, 3794, 37893, 30767, 1829, 29538, 4962, 4032, 2423, 4962, 8717, 36178, 3224, 13672, 1829, 10874, 16758, 43761, 5551, 4587, 1211, 4032, 13672, 1829, 39182, 3224, 5551, 4587, 1211, 5296, 10721, 6225, 10943, 1211, 30767, 1829, 2423, 7948, 30767, 1829, 33251, 2655, 5172], "avg_logprob": -0.18729304537078403, "compression_ratio": 1.8754098360655738, "no_speech_prob": 5.662441253662109e-06, "words": [{"start": 2986.4, "end": 2986.76, "word": "فهذه", "probability": 0.7908528645833334}, {"start": 2986.76, "end": 2987.16, "word": " maximum", "probability": 0.9169921875}, {"start": 2987.16, "end": 2987.72, "word": " لكن", "probability": 0.732421875}, {"start": 2987.72, "end": 2988.1, "word": " بضمن", "probability": 0.7688802083333334}, {"start": 2988.1, "end": 2988.24, "word": " ان", "probability": 0.357421875}, {"start": 2988.24, "end": 2988.54, "word": " هي", "probability": 0.767578125}, {"start": 2988.54, "end": 2989.82, "word": " global", "probability": 0.8408203125}, {"start": 2989.82, "end": 2990.58, "word": " ان", "probability": 0.81298828125}, {"start": 2990.58, "end": 2990.8, "word": " هي", "probability": 0.5244140625}, {"start": 2990.8, "end": 2991.18, "word": " فعلا", "probability": 0.9010416666666666}, {"start": 2991.18, "end": 2991.42, "word": " هذه", "probability": 0.58642578125}, {"start": 2991.42, "end": 2991.68, "word": " هي", "probability": 0.6552734375}, {"start": 2991.68, "end": 2991.92, "word": " قمة", "probability": 0.991943359375}, {"start": 2991.92, "end": 2992.26, "word": " Everest", "probability": 0.49609375}, {"start": 2992.26, "end": 2992.42, "word": " اللي", "probability": 0.826904296875}, {"start": 2992.42, "end": 2992.5, "word": " أنا", "probability": 0.5224609375}, {"start": 2992.5, "end": 2992.78, "word": " بتكلم", "probability": 0.92822265625}, {"start": 2992.78, "end": 2993.1, "word": " عنها", "probability": 0.98046875}, {"start": 2993.1, "end": 2993.5, "word": " لأ", "probability": 0.894775390625}, {"start": 2993.5, "end": 2993.78, "word": " يمكن", "probability": 0.93798828125}, {"start": 2993.78, "end": 2994.08, "word": " Everest", "probability": 0.78759765625}, {"start": 2994.08, "end": 2994.24, "word": " له", "probability": 0.24462890625}, {"start": 2994.24, "end": 2994.62, "word": " قيمتين", "probability": 0.8746337890625}, {"start": 2994.62, "end": 2995.1, "word": " تلاتة", "probability": 0.865966796875}, {"start": 2995.1, "end": 2995.6, "word": " واحدة", "probability": 0.7822265625}, {"start": 2995.6, "end": 2995.82, "word": " منهم", "probability": 0.900634765625}, {"start": 2995.82, "end": 2995.94, "word": " هي", "probability": 0.734375}, {"start": 2995.94, "end": 2996.42, "word": " العالية", "probability": 0.9920247395833334}, {"start": 2996.42, "end": 2997.32, "word": " والباجي", "probability": 0.7154296875}, {"start": 2997.32, "end": 2997.48, "word": " هيك", "probability": 0.968017578125}, {"start": 2997.48, "end": 2997.72, "word": " شوية", "probability": 0.9111328125}, {"start": 2997.72, "end": 2998.0, "word": " تلة", "probability": 0.4674072265625}, {"start": 2998.0, "end": 2998.36, "word": " طالع", "probability": 0.8697916666666666}, {"start": 2998.36, "end": 2998.42, "word": " و", "probability": 0.7412109375}, {"start": 2998.42, "end": 2998.7, "word": " بعدين", "probability": 0.911376953125}, {"start": 2998.7, "end": 3000.16, "word": " مكمل", "probability": 0.6664225260416666}, {"start": 3000.16, "end": 3001.34, "word": " كويس", "probability": 0.8256022135416666}, {"start": 3001.34, "end": 3001.84, "word": " فممكن", "probability": 0.9488932291666666}, {"start": 3001.84, "end": 3002.02, "word": " تكون", "probability": 0.90966796875}, {"start": 3002.02, "end": 3002.2, "word": " حاجة", "probability": 0.9547526041666666}, {"start": 3002.2, "end": 3002.32, "word": " زي", "probability": 0.667236328125}, {"start": 3002.32, "end": 3002.5, "word": " بهذا", "probability": 0.804931640625}, {"start": 3002.5, "end": 3002.82, "word": " الشكل", "probability": 0.992919921875}, {"start": 3002.82, "end": 3003.56, "word": " طيب", "probability": 0.9801432291666666}, {"start": 3003.56, "end": 3004.38, "word": " الآن", "probability": 0.673095703125}, {"start": 3004.38, "end": 3004.62, "word": " في", "probability": 0.78076171875}, {"start": 3004.62, "end": 3004.82, "word": " حاجة", "probability": 0.99072265625}, {"start": 3004.82, "end": 3005.16, "word": " اسمها", "probability": 0.85302734375}, {"start": 3005.16, "end": 3005.9, "word": " shoulder", "probability": 0.9248046875}, {"start": 3005.9, "end": 3006.82, "word": " برضه", "probability": 0.98095703125}, {"start": 3006.82, "end": 3007.34, "word": " flat", "probability": 0.82177734375}, {"start": 3007.34, "end": 3007.98, "word": " بس", "probability": 0.9921875}, {"start": 3007.98, "end": 3008.16, "word": " مش", "probability": 0.990234375}, {"start": 3008.16, "end": 3008.3, "word": " زي", "probability": 0.994384765625}, {"start": 3008.3, "end": 3008.52, "word": " هذه", "probability": 0.35009765625}, {"start": 3008.52, "end": 3009.06, "word": " flat", "probability": 0.71875}, {"start": 3009.06, "end": 3009.46, "word": " و", "probability": 0.83984375}, {"start": 3009.46, "end": 3009.54, "word": " ال", "probability": 0.853515625}, {"start": 3009.54, "end": 3009.82, "word": " flat", "probability": 0.9306640625}, {"start": 3009.82, "end": 3010.34, "word": " نفسه", "probability": 0.99755859375}, {"start": 3010.34, "end": 3010.74, "word": " اللي", "probability": 0.940185546875}, {"start": 3010.74, "end": 3011.3, "word": " جابله", "probability": 0.9539388020833334}, {"start": 3011.3, "end": 3011.84, "word": " أقل", "probability": 0.89453125}, {"start": 3011.84, "end": 3011.98, "word": " و", "probability": 0.91552734375}, {"start": 3011.98, "end": 3012.1, "word": " اللي", "probability": 0.975341796875}, {"start": 3012.1, "end": 3012.4, "word": " بعده", "probability": 0.951904296875}, {"start": 3012.4, "end": 3012.78, "word": " أقل", "probability": 0.9601236979166666}, {"start": 3012.78, "end": 3013.26, "word": " لأ", "probability": 0.98095703125}, {"start": 3013.26, "end": 3013.46, "word": " عامل", "probability": 0.7571614583333334}, {"start": 3013.46, "end": 3013.62, "word": " زي", "probability": 0.98876953125}, {"start": 3013.62, "end": 3013.72, "word": " ال", "probability": 0.83154296875}, {"start": 3013.72, "end": 3013.94, "word": " shoulder", "probability": 0.97802734375}, {"start": 3013.94, "end": 3014.12, "word": " زي", "probability": 0.979736328125}, {"start": 3014.12, "end": 3014.48, "word": " الكتف", "probability": 0.9803059895833334}], "temperature": 1.0}, {"id": 117, "seek": 303585, "start": 3015.11, "end": 3035.85, "text": "اللي بعده أقل اللي جابله أعلى فهذه تسميها shoulder في الحالة دي وهذه inflection هذه بالظبط inflection point مش هيك زي فكرة ال X التكعيب اللي كنا بنرسمها في ظل كل هدول في عندي واحدة من ال local Maxima", "tokens": [6027, 20292, 39182, 3224, 5551, 4587, 1211, 13672, 1829, 10874, 16758, 43761, 5551, 3615, 23942, 6156, 3224, 24192, 6055, 38251, 1829, 11296, 7948, 8978, 21542, 6027, 3660, 11778, 1829, 37037, 24192, 1536, 5450, 8032, 8848, 3224, 20666, 19913, 3555, 9566, 1536, 5450, 935, 37893, 39896, 4117, 30767, 1829, 6156, 4117, 25720, 2423, 1783, 16712, 4117, 3615, 1829, 3555, 13672, 1829, 9122, 8315, 44945, 2288, 38251, 11296, 8978, 1357, 116, 1211, 28242, 8032, 3215, 12610, 8978, 18871, 16254, 36764, 24401, 3660, 9154, 2423, 2654, 7402, 4775], "avg_logprob": -0.17369186115819354, "compression_ratio": 1.5517241379310345, "no_speech_prob": 9.5367431640625e-07, "words": [{"start": 3015.11, "end": 3015.43, "word": "اللي", "probability": 0.8974609375}, {"start": 3015.43, "end": 3015.75, "word": " بعده", "probability": 0.861572265625}, {"start": 3015.75, "end": 3016.13, "word": " أقل", "probability": 0.9251302083333334}, {"start": 3016.13, "end": 3016.57, "word": " اللي", "probability": 0.72607421875}, {"start": 3016.57, "end": 3016.85, "word": " جابله", "probability": 0.9630533854166666}, {"start": 3016.85, "end": 3017.23, "word": " أعلى", "probability": 0.95703125}, {"start": 3017.23, "end": 3018.79, "word": " فهذه", "probability": 0.7003580729166666}, {"start": 3018.79, "end": 3019.37, "word": " تسميها", "probability": 0.8277587890625}, {"start": 3019.37, "end": 3019.79, "word": " shoulder", "probability": 0.88525390625}, {"start": 3019.79, "end": 3020.85, "word": " في", "probability": 0.578125}, {"start": 3020.85, "end": 3021.09, "word": " الحالة", "probability": 0.9444986979166666}, {"start": 3021.09, "end": 3021.23, "word": " دي", "probability": 0.795654296875}, {"start": 3021.23, "end": 3021.57, "word": " وهذه", "probability": 0.797607421875}, {"start": 3021.57, "end": 3023.63, "word": " inflection", "probability": 0.795166015625}, {"start": 3023.63, "end": 3024.93, "word": " هذه", "probability": 0.516357421875}, {"start": 3024.93, "end": 3025.43, "word": " بالظبط", "probability": 0.9510498046875}, {"start": 3025.43, "end": 3025.89, "word": " inflection", "probability": 0.882080078125}, {"start": 3025.89, "end": 3026.37, "word": " point", "probability": 0.9892578125}, {"start": 3026.37, "end": 3026.63, "word": " مش", "probability": 0.82666015625}, {"start": 3026.63, "end": 3027.01, "word": " هيك", "probability": 0.96728515625}, {"start": 3027.01, "end": 3027.49, "word": " زي", "probability": 0.841552734375}, {"start": 3027.49, "end": 3027.83, "word": " فكرة", "probability": 0.9812825520833334}, {"start": 3027.83, "end": 3028.07, "word": " ال", "probability": 0.83154296875}, {"start": 3028.07, "end": 3028.29, "word": " X", "probability": 0.6513671875}, {"start": 3028.29, "end": 3029.29, "word": " التكعيب", "probability": 0.91025390625}, {"start": 3029.29, "end": 3029.53, "word": " اللي", "probability": 0.890625}, {"start": 3029.53, "end": 3030.01, "word": " كنا", "probability": 0.869873046875}, {"start": 3030.01, "end": 3030.53, "word": " بنرسمها", "probability": 0.9371337890625}, {"start": 3030.53, "end": 3031.27, "word": " في", "probability": 0.91015625}, {"start": 3031.27, "end": 3031.65, "word": " ظل", "probability": 0.8359375}, {"start": 3031.65, "end": 3031.93, "word": " كل", "probability": 0.96533203125}, {"start": 3031.93, "end": 3032.43, "word": " هدول", "probability": 0.87841796875}, {"start": 3032.43, "end": 3032.81, "word": " في", "probability": 0.60595703125}, {"start": 3032.81, "end": 3033.09, "word": " عندي", "probability": 0.86572265625}, {"start": 3033.09, "end": 3033.43, "word": " واحدة", "probability": 0.9554036458333334}, {"start": 3033.43, "end": 3033.59, "word": " من", "probability": 0.990234375}, {"start": 3033.59, "end": 3033.77, "word": " ال", "probability": 0.98681640625}, {"start": 3033.77, "end": 3034.21, "word": " local", "probability": 0.80712890625}, {"start": 3034.21, "end": 3035.85, "word": " Maxima", "probability": 0.6473388671875}], "temperature": 1.0}, {"id": 118, "seek": 306508, "start": 3037.6, "end": 3065.08, "text": "هتكون the best one بينهم، هذه على طول هي ال global واضح إنه هذه هي قمة Everest، ليش؟ لأنه لو احنا مش موجودين في ضباب و بقدر أطلع أشمال ويمين، هلاجي إنه فعلا هذه أعلى قمة موجودة بين القمام، بقدر أقول إنه أنا وصلت للقمة، تمام؟ هاي الفكرة ببساطة، الآن كيف أتحرك من ال local أو كيف أبعد عن ال local، لأنه واضح إن هنا ال sensitivity عالية هتكون بالنسبة لمين؟ لل initial state", "tokens": [3224, 2655, 30544, 264, 1151, 472, 49374, 16095, 12399, 29538, 15844, 23032, 12610, 39896, 2423, 4338, 4032, 46958, 5016, 36145, 3224, 29538, 39896, 12174, 46007, 47591, 12399, 32239, 8592, 22807, 5296, 33456, 3224, 45164, 1975, 5016, 8315, 37893, 3714, 29245, 23328, 9957, 8978, 48812, 3555, 16758, 4032, 4724, 28543, 2288, 5551, 9566, 1211, 3615, 5551, 8592, 2304, 6027, 4032, 32640, 9957, 12399, 8032, 15040, 7435, 1829, 36145, 3224, 6156, 3615, 15040, 29538, 5551, 3615, 23942, 12174, 46007, 3714, 29245, 23328, 3660, 49374, 25062, 2304, 10943, 12399, 4724, 28543, 2288, 5551, 39648, 36145, 3224, 41850, 4032, 36520, 2655, 24976, 4587, 46007, 12399, 46811, 10943, 22807, 8032, 47302, 27188, 4117, 25720, 4724, 3555, 3794, 41193, 3660, 12399, 6024, 48506, 9122, 33911, 5551, 2655, 5016, 31747, 9154, 2423, 2654, 34051, 9122, 33911, 5551, 3555, 22488, 18871, 2423, 2654, 12399, 5296, 33456, 3224, 4032, 46958, 5016, 36145, 34105, 2423, 19392, 6225, 6027, 10632, 8032, 2655, 30544, 20666, 1863, 35457, 3660, 32767, 9957, 22807, 24976, 5883, 1785], "avg_logprob": -0.15462039639613379, "compression_ratio": 1.8403614457831325, "no_speech_prob": 1.3709068298339844e-06, "words": [{"start": 3037.6, "end": 3037.98, "word": "هتكون", "probability": 0.8517252604166666}, {"start": 3037.98, "end": 3038.14, "word": " the", "probability": 0.57421875}, {"start": 3038.14, "end": 3038.48, "word": " best", "probability": 0.92236328125}, {"start": 3038.48, "end": 3038.84, "word": " one", "probability": 0.94775390625}, {"start": 3038.84, "end": 3039.8, "word": " بينهم،", "probability": 0.7794596354166666}, {"start": 3039.8, "end": 3039.96, "word": " هذه", "probability": 0.66748046875}, {"start": 3039.96, "end": 3040.1, "word": " على", "probability": 0.91162109375}, {"start": 3040.1, "end": 3040.3, "word": " طول", "probability": 0.984130859375}, {"start": 3040.3, "end": 3040.46, "word": " هي", "probability": 0.951171875}, {"start": 3040.46, "end": 3040.58, "word": " ال", "probability": 0.833984375}, {"start": 3040.58, "end": 3040.9, "word": " global", "probability": 0.5654296875}, {"start": 3040.9, "end": 3041.74, "word": " واضح", "probability": 0.9112955729166666}, {"start": 3041.74, "end": 3041.94, "word": " إنه", "probability": 0.41259765625}, {"start": 3041.94, "end": 3042.1, "word": " هذه", "probability": 0.72021484375}, {"start": 3042.1, "end": 3042.46, "word": " هي", "probability": 0.85205078125}, {"start": 3042.46, "end": 3042.84, "word": " قمة", "probability": 0.99169921875}, {"start": 3042.84, "end": 3043.72, "word": " Everest،", "probability": 0.49658203125}, {"start": 3043.72, "end": 3044.02, "word": " ليش؟", "probability": 0.9314778645833334}, {"start": 3044.02, "end": 3044.7, "word": " لأنه", "probability": 0.9288736979166666}, {"start": 3044.7, "end": 3045.06, "word": " لو", "probability": 0.87158203125}, {"start": 3045.06, "end": 3045.92, "word": " احنا", "probability": 0.7941080729166666}, {"start": 3045.92, "end": 3046.08, "word": " مش", "probability": 0.98486328125}, {"start": 3046.08, "end": 3046.4, "word": " موجودين", "probability": 0.9864501953125}, {"start": 3046.4, "end": 3046.52, "word": " في", "probability": 0.93505859375}, {"start": 3046.52, "end": 3046.88, "word": " ضباب", "probability": 0.9817708333333334}, {"start": 3046.88, "end": 3046.96, "word": " و", "probability": 0.46435546875}, {"start": 3046.96, "end": 3047.22, "word": " بقدر", "probability": 0.9410807291666666}, {"start": 3047.22, "end": 3047.54, "word": " أطلع", "probability": 0.825927734375}, {"start": 3047.54, "end": 3047.82, "word": " أشمال", "probability": 0.88623046875}, {"start": 3047.82, "end": 3048.14, "word": " ويمين،", "probability": 0.86328125}, {"start": 3048.14, "end": 3048.44, "word": " هلاجي", "probability": 0.831787109375}, {"start": 3048.44, "end": 3048.56, "word": " إنه", "probability": 0.730712890625}, {"start": 3048.56, "end": 3048.76, "word": " فعلا", "probability": 0.9163411458333334}, {"start": 3048.76, "end": 3048.96, "word": " هذه", "probability": 0.775390625}, {"start": 3048.96, "end": 3049.26, "word": " أعلى", "probability": 0.9716796875}, {"start": 3049.26, "end": 3049.54, "word": " قمة", "probability": 0.99072265625}, {"start": 3049.54, "end": 3050.0, "word": " موجودة", "probability": 0.9803466796875}, {"start": 3050.0, "end": 3050.14, "word": " بين", "probability": 0.98583984375}, {"start": 3050.14, "end": 3051.66, "word": " القمام،", "probability": 0.933837890625}, {"start": 3051.66, "end": 3052.02, "word": " بقدر", "probability": 0.9923502604166666}, {"start": 3052.02, "end": 3052.18, "word": " أقول", "probability": 0.965087890625}, {"start": 3052.18, "end": 3052.32, "word": " إنه", "probability": 0.83349609375}, {"start": 3052.32, "end": 3052.42, "word": " أنا", "probability": 0.83984375}, {"start": 3052.42, "end": 3052.7, "word": " وصلت", "probability": 0.9759114583333334}, {"start": 3052.7, "end": 3053.78, "word": " للقمة،", "probability": 0.935302734375}, {"start": 3053.78, "end": 3054.56, "word": " تمام؟", "probability": 0.8902994791666666}, {"start": 3054.56, "end": 3054.8, "word": " هاي", "probability": 0.6324462890625}, {"start": 3054.8, "end": 3055.54, "word": " الفكرة", "probability": 0.9684244791666666}, {"start": 3055.54, "end": 3056.3, "word": " ببساطة،", "probability": 0.98583984375}, {"start": 3056.3, "end": 3056.64, "word": " الآن", "probability": 0.78076171875}, {"start": 3056.64, "end": 3057.16, "word": " كيف", "probability": 0.958984375}, {"start": 3057.16, "end": 3057.94, "word": " أتحرك", "probability": 0.9796142578125}, {"start": 3057.94, "end": 3058.5, "word": " من", "probability": 0.998046875}, {"start": 3058.5, "end": 3058.68, "word": " ال", "probability": 0.99609375}, {"start": 3058.68, "end": 3059.04, "word": " local", "probability": 0.75927734375}, {"start": 3059.04, "end": 3060.18, "word": " أو", "probability": 0.78271484375}, {"start": 3060.18, "end": 3060.42, "word": " كيف", "probability": 0.955078125}, {"start": 3060.42, "end": 3060.84, "word": " أبعد", "probability": 0.9794921875}, {"start": 3060.84, "end": 3061.0, "word": " عن", "probability": 0.986328125}, {"start": 3061.0, "end": 3061.12, "word": " ال", "probability": 0.99609375}, {"start": 3061.12, "end": 3061.7, "word": " local،", "probability": 0.664306640625}, {"start": 3061.7, "end": 3061.94, "word": " لأنه", "probability": 0.6927897135416666}, {"start": 3061.94, "end": 3062.16, "word": " واضح", "probability": 0.982421875}, {"start": 3062.16, "end": 3062.26, "word": " إن", "probability": 0.822265625}, {"start": 3062.26, "end": 3062.42, "word": " هنا", "probability": 0.6650390625}, {"start": 3062.42, "end": 3062.5, "word": " ال", "probability": 0.662109375}, {"start": 3062.5, "end": 3062.78, "word": " sensitivity", "probability": 0.97021484375}, {"start": 3062.78, "end": 3063.32, "word": " عالية", "probability": 0.9244791666666666}, {"start": 3063.32, "end": 3063.66, "word": " هتكون", "probability": 0.9073893229166666}, {"start": 3063.66, "end": 3064.04, "word": " بالنسبة", "probability": 0.98974609375}, {"start": 3064.04, "end": 3064.28, "word": " لمين؟", "probability": 0.5108235677083334}, {"start": 3064.28, "end": 3064.36, "word": " لل", "probability": 0.66748046875}, {"start": 3064.36, "end": 3064.62, "word": " initial", "probability": 0.91943359375}, {"start": 3064.62, "end": 3065.08, "word": " state", "probability": 0.96875}], "temperature": 1.0}, {"id": 119, "seek": 309365, "start": 3066.41, "end": 3093.65, "text": "إذا أنا ال nation state هنا و لا يمكن بأي حالة من الأحوال أصل لل global حسب ال algorithm اللي حاكيناه توي أنا هقعد أحسس برجليا هيك و أشوف مين الأعلى و مين الأوطى حسب طبيعة الأرض معناه ذلك أنه هتقودني رجليا ل هنا و حاجة في هنا و أقول هي أنا وصلت ال .. ال .. ال .. ال peak لأ أنا موصلتش أنا وصلت ل local .. local maximum لكن و ليست هي ل global طيب كيف أتحرك؟", "tokens": [28814, 15730, 41850, 2423, 4790, 1785, 34105, 4032, 20193, 7251, 43020, 4724, 10721, 1829, 11331, 6027, 3660, 9154, 16247, 5016, 2407, 6027, 5551, 36520, 24976, 4338, 11331, 35457, 2423, 9284, 13672, 1829, 11331, 995, 4117, 1829, 8315, 3224, 6055, 45865, 41850, 8032, 4587, 22488, 5551, 5016, 3794, 3794, 4724, 47341, 20292, 995, 39896, 4117, 4032, 5551, 8592, 38688, 3714, 9957, 16247, 3615, 23942, 4032, 3714, 9957, 16247, 2407, 9566, 7578, 11331, 35457, 23032, 21292, 27884, 16247, 43042, 20449, 8315, 3224, 29910, 23275, 14739, 3224, 8032, 2655, 4587, 23328, 22653, 12602, 7435, 20292, 995, 5296, 34105, 4032, 11331, 26108, 3660, 8978, 34105, 4032, 5551, 39648, 39896, 41850, 4032, 36520, 2655, 2423, 4386, 2423, 4386, 2423, 4386, 2423, 10651, 5296, 10721, 41850, 3714, 2407, 36520, 2655, 8592, 41850, 4032, 36520, 2655, 5296, 2654, 4386, 2654, 6674, 44381, 4032, 32239, 14851, 39896, 5296, 4338, 23032, 1829, 3555, 9122, 33911, 5551, 2655, 5016, 31747, 22807], "avg_logprob": -0.20949835683170118, "compression_ratio": 1.9066666666666667, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3066.41, "end": 3066.69, "word": "إذا", "probability": 0.928955078125}, {"start": 3066.69, "end": 3066.85, "word": " أنا", "probability": 0.9404296875}, {"start": 3066.85, "end": 3066.97, "word": " ال", "probability": 0.70458984375}, {"start": 3066.97, "end": 3067.17, "word": " nation", "probability": 0.1756591796875}, {"start": 3067.17, "end": 3067.49, "word": " state", "probability": 0.71240234375}, {"start": 3067.49, "end": 3067.77, "word": " هنا", "probability": 0.9853515625}, {"start": 3067.77, "end": 3068.61, "word": " و", "probability": 0.314453125}, {"start": 3068.61, "end": 3068.71, "word": " لا", "probability": 0.90380859375}, {"start": 3068.71, "end": 3069.07, "word": " يمكن", "probability": 0.94287109375}, {"start": 3069.07, "end": 3069.33, "word": " بأي", "probability": 0.9747721354166666}, {"start": 3069.33, "end": 3069.59, "word": " حالة", "probability": 0.79443359375}, {"start": 3069.59, "end": 3069.65, "word": " من", "probability": 0.98974609375}, {"start": 3069.65, "end": 3069.91, "word": " الأحوال", "probability": 0.991455078125}, {"start": 3069.91, "end": 3070.11, "word": " أصل", "probability": 0.906494140625}, {"start": 3070.11, "end": 3070.27, "word": " لل", "probability": 0.359619140625}, {"start": 3070.27, "end": 3070.59, "word": " global", "probability": 0.68310546875}, {"start": 3070.59, "end": 3071.69, "word": " حسب", "probability": 0.837890625}, {"start": 3071.69, "end": 3071.85, "word": " ال", "probability": 0.91796875}, {"start": 3071.85, "end": 3072.29, "word": " algorithm", "probability": 0.9609375}, {"start": 3072.29, "end": 3072.43, "word": " اللي", "probability": 0.959228515625}, {"start": 3072.43, "end": 3072.79, "word": " حاكيناه", "probability": 0.74658203125}, {"start": 3072.79, "end": 3073.05, "word": " توي", "probability": 0.40093994140625}, {"start": 3073.05, "end": 3074.05, "word": " أنا", "probability": 0.6796875}, {"start": 3074.05, "end": 3074.39, "word": " هقعد", "probability": 0.74755859375}, {"start": 3074.39, "end": 3074.89, "word": " أحسس", "probability": 0.9134521484375}, {"start": 3074.89, "end": 3075.33, "word": " برجليا", "probability": 0.89892578125}, {"start": 3075.33, "end": 3075.53, "word": " هيك", "probability": 0.92041015625}, {"start": 3075.53, "end": 3075.61, "word": " و", "probability": 0.94482421875}, {"start": 3075.61, "end": 3075.87, "word": " أشوف", "probability": 0.9454752604166666}, {"start": 3075.87, "end": 3076.27, "word": " مين", "probability": 0.904541015625}, {"start": 3076.27, "end": 3076.53, "word": " الأعلى", "probability": 0.9811197916666666}, {"start": 3076.53, "end": 3076.63, "word": " و", "probability": 0.998046875}, {"start": 3076.63, "end": 3076.75, "word": " مين", "probability": 0.85693359375}, {"start": 3076.75, "end": 3077.19, "word": " الأوطى", "probability": 0.8636474609375}, {"start": 3077.19, "end": 3077.65, "word": " حسب", "probability": 0.962890625}, {"start": 3077.65, "end": 3077.97, "word": " طبيعة", "probability": 0.9358723958333334}, {"start": 3077.97, "end": 3078.33, "word": " الأرض", "probability": 0.9912109375}, {"start": 3078.33, "end": 3078.79, "word": " معناه", "probability": 0.7957356770833334}, {"start": 3078.79, "end": 3078.99, "word": " ذلك", "probability": 0.990234375}, {"start": 3078.99, "end": 3079.15, "word": " أنه", "probability": 0.640380859375}, {"start": 3079.15, "end": 3079.57, "word": " هتقودني", "probability": 0.84658203125}, {"start": 3079.57, "end": 3079.95, "word": " رجليا", "probability": 0.9857177734375}, {"start": 3079.95, "end": 3080.05, "word": " ل", "probability": 0.496826171875}, {"start": 3080.05, "end": 3080.31, "word": " هنا", "probability": 0.6357421875}, {"start": 3080.31, "end": 3081.29, "word": " و", "probability": 0.7421875}, {"start": 3081.29, "end": 3081.53, "word": " حاجة", "probability": 0.6848958333333334}, {"start": 3081.53, "end": 3081.63, "word": " في", "probability": 0.7919921875}, {"start": 3081.63, "end": 3081.83, "word": " هنا", "probability": 0.9873046875}, {"start": 3081.83, "end": 3082.19, "word": " و", "probability": 0.73046875}, {"start": 3082.19, "end": 3082.35, "word": " أقول", "probability": 0.880126953125}, {"start": 3082.35, "end": 3082.51, "word": " هي", "probability": 0.65869140625}, {"start": 3082.51, "end": 3082.67, "word": " أنا", "probability": 0.796875}, {"start": 3082.67, "end": 3082.95, "word": " وصلت", "probability": 0.9513346354166666}, {"start": 3082.95, "end": 3083.09, "word": " ال", "probability": 0.60888671875}, {"start": 3083.09, "end": 3083.13, "word": " ..", "probability": 0.428955078125}, {"start": 3083.13, "end": 3083.79, "word": " ال", "probability": 0.97607421875}, {"start": 3083.79, "end": 3083.93, "word": " ..", "probability": 0.81787109375}, {"start": 3083.93, "end": 3084.39, "word": " ال", "probability": 0.9775390625}, {"start": 3084.39, "end": 3084.47, "word": " ..", "probability": 0.5283203125}, {"start": 3084.47, "end": 3084.47, "word": " ال", "probability": 0.94482421875}, {"start": 3084.47, "end": 3084.61, "word": " peak", "probability": 0.37451171875}, {"start": 3084.61, "end": 3084.83, "word": " لأ", "probability": 0.8193359375}, {"start": 3084.83, "end": 3084.93, "word": " أنا", "probability": 0.7763671875}, {"start": 3084.93, "end": 3085.61, "word": " موصلتش", "probability": 0.848974609375}, {"start": 3085.61, "end": 3086.65, "word": " أنا", "probability": 0.6767578125}, {"start": 3086.65, "end": 3087.29, "word": " وصلت", "probability": 0.9860026041666666}, {"start": 3087.29, "end": 3087.39, "word": " ل", "probability": 0.87451171875}, {"start": 3087.39, "end": 3087.77, "word": " local", "probability": 0.728515625}, {"start": 3087.77, "end": 3088.23, "word": " ..", "probability": 0.65478515625}, {"start": 3088.23, "end": 3088.59, "word": " local", "probability": 0.89306640625}, {"start": 3088.59, "end": 3089.23, "word": " maximum", "probability": 0.80859375}, {"start": 3089.23, "end": 3090.57, "word": " لكن", "probability": 0.89697265625}, {"start": 3090.57, "end": 3090.73, "word": " و", "probability": 0.99365234375}, {"start": 3090.73, "end": 3091.03, "word": " ليست", "probability": 0.927978515625}, {"start": 3091.03, "end": 3091.25, "word": " هي", "probability": 0.97412109375}, {"start": 3091.25, "end": 3091.51, "word": " ل", "probability": 0.4111328125}, {"start": 3091.51, "end": 3091.85, "word": " global", "probability": 0.8408203125}, {"start": 3091.85, "end": 3092.37, "word": " طيب", "probability": 0.9562174479166666}, {"start": 3092.37, "end": 3092.91, "word": " كيف", "probability": 0.8642578125}, {"start": 3092.91, "end": 3093.65, "word": " أتحرك؟", "probability": 0.87939453125}], "temperature": 1.0}, {"id": 120, "seek": 310898, "start": 3094.6, "end": 3108.98, "text": "لو واحد قدرله انه يلاقيه قيمة هنا okay هيصل .. واحد قدرله يلاقيه قيمة هنا هيصل .. بشكل او باخر .. لكن هنا او هنا لأ هو مش هيصل .. طب كيف نحلها .. الحقيقة إجت ال algorithm اللي وراها", "tokens": [1211, 2407, 36764, 24401, 12174, 3215, 2288, 43761, 16472, 3224, 7251, 15040, 38436, 3224, 12174, 32640, 3660, 34105, 1392, 39896, 36520, 4386, 36764, 24401, 12174, 3215, 2288, 43761, 7251, 15040, 38436, 3224, 12174, 32640, 3660, 34105, 39896, 36520, 4386, 4724, 8592, 28820, 1975, 2407, 4724, 47283, 2288, 4386, 44381, 34105, 1975, 2407, 34105, 5296, 10721, 31439, 37893, 39896, 36520, 4386, 23032, 3555, 9122, 33911, 8717, 5016, 1211, 11296, 4386, 21542, 38436, 28671, 11933, 7435, 2655, 2423, 9284, 13672, 1829, 4032, 23557, 11296], "avg_logprob": -0.18872364493737737, "compression_ratio": 1.7964071856287425, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 3094.6, "end": 3094.98, "word": "لو", "probability": 0.966064453125}, {"start": 3094.98, "end": 3095.5, "word": " واحد", "probability": 0.9697265625}, {"start": 3095.5, "end": 3095.98, "word": " قدرله", "probability": 0.916015625}, {"start": 3095.98, "end": 3096.18, "word": " انه", "probability": 0.680419921875}, {"start": 3096.18, "end": 3096.42, "word": " يلاقيه", "probability": 0.77520751953125}, {"start": 3096.42, "end": 3096.7, "word": " قيمة", "probability": 0.9300130208333334}, {"start": 3096.7, "end": 3096.88, "word": " هنا", "probability": 0.99462890625}, {"start": 3096.88, "end": 3097.32, "word": " okay", "probability": 0.272705078125}, {"start": 3097.32, "end": 3097.82, "word": " هيصل", "probability": 0.5955810546875}, {"start": 3097.82, "end": 3099.14, "word": " ..", "probability": 0.59814453125}, {"start": 3099.14, "end": 3099.48, "word": " واحد", "probability": 0.7027587890625}, {"start": 3099.48, "end": 3099.84, "word": " قدرله", "probability": 0.953369140625}, {"start": 3099.84, "end": 3100.14, "word": " يلاقيه", "probability": 0.95361328125}, {"start": 3100.14, "end": 3100.46, "word": " قيمة", "probability": 0.9039713541666666}, {"start": 3100.46, "end": 3100.6, "word": " هنا", "probability": 0.99365234375}, {"start": 3100.6, "end": 3101.06, "word": " هيصل", "probability": 0.84033203125}, {"start": 3101.06, "end": 3101.76, "word": " ..", "probability": 0.4287109375}, {"start": 3101.76, "end": 3102.04, "word": " بشكل", "probability": 0.9845377604166666}, {"start": 3102.04, "end": 3102.18, "word": " او", "probability": 0.784423828125}, {"start": 3102.18, "end": 3102.62, "word": " باخر", "probability": 0.97265625}, {"start": 3102.62, "end": 3103.18, "word": " ..", "probability": 0.64111328125}, {"start": 3103.18, "end": 3103.46, "word": " لكن", "probability": 0.9609375}, {"start": 3103.46, "end": 3103.92, "word": " هنا", "probability": 0.9951171875}, {"start": 3103.92, "end": 3104.42, "word": " او", "probability": 0.90087890625}, {"start": 3104.42, "end": 3104.72, "word": " هنا", "probability": 0.99560546875}, {"start": 3104.72, "end": 3105.16, "word": " لأ", "probability": 0.7646484375}, {"start": 3105.16, "end": 3105.26, "word": " هو", "probability": 0.93603515625}, {"start": 3105.26, "end": 3105.42, "word": " مش", "probability": 0.95703125}, {"start": 3105.42, "end": 3105.76, "word": " هيصل", "probability": 0.858154296875}, {"start": 3105.76, "end": 3106.38, "word": " ..", "probability": 0.6787109375}, {"start": 3106.38, "end": 3106.48, "word": " طب", "probability": 0.828125}, {"start": 3106.48, "end": 3106.64, "word": " كيف", "probability": 0.986328125}, {"start": 3106.64, "end": 3107.08, "word": " نحلها", "probability": 0.973876953125}, {"start": 3107.08, "end": 3107.36, "word": " ..", "probability": 0.50244140625}, {"start": 3107.36, "end": 3107.74, "word": " الحقيقة", "probability": 0.9871419270833334}, {"start": 3107.74, "end": 3108.0, "word": " إجت", "probability": 0.5696614583333334}, {"start": 3108.0, "end": 3108.12, "word": " ال", "probability": 0.94287109375}, {"start": 3108.12, "end": 3108.42, "word": " algorithm", "probability": 0.943359375}, {"start": 3108.42, "end": 3108.58, "word": " اللي", "probability": 0.952392578125}, {"start": 3108.58, "end": 3108.98, "word": " وراها", "probability": 0.99267578125}], "temperature": 1.0}, {"id": 121, "seek": 313155, "start": 3109.77, "end": 3131.55, "text": "اللي هو simulated annealing search حللنا الموضوع هذا المرة الجاية ان شاء الله تعالى بنبدأ من بدري و بنتكلم عن ال simulated annealing ايش بالظبط اللي عمله عشان حللنا هذه المشكلة انه يطلع من ال localization فلما بقول مصطلح localization معناه انه قاعد في ال local", "tokens": [6027, 20292, 31439, 41713, 22256, 4270, 3164, 11331, 1211, 1211, 8315, 9673, 2407, 11242, 45367, 23758, 9673, 25720, 25724, 995, 10632, 16472, 13412, 16606, 21984, 37279, 6027, 7578, 44945, 44510, 10721, 9154, 47525, 16572, 4032, 44945, 2655, 4117, 19528, 18871, 2423, 41713, 22256, 4270, 1975, 1829, 8592, 20666, 19913, 3555, 9566, 13672, 1829, 6225, 42213, 3224, 6225, 8592, 7649, 11331, 1211, 1211, 8315, 29538, 9673, 8592, 28820, 3660, 16472, 3224, 7251, 9566, 1211, 3615, 9154, 2423, 2654, 2144, 6156, 1211, 15042, 4724, 39648, 3714, 9381, 9566, 1211, 5016, 2654, 2144, 20449, 8315, 3224, 16472, 3224, 12174, 995, 22488, 8978, 2423, 2654], "avg_logprob": -0.12040441461345729, "compression_ratio": 1.7797356828193833, "no_speech_prob": 8.940696716308594e-07, "words": [{"start": 3109.77, "end": 3110.03, "word": "اللي", "probability": 0.917724609375}, {"start": 3110.03, "end": 3110.19, "word": " هو", "probability": 0.96435546875}, {"start": 3110.19, "end": 3110.65, "word": " simulated", "probability": 0.751953125}, {"start": 3110.65, "end": 3111.29, "word": " annealing", "probability": 0.934814453125}, {"start": 3111.29, "end": 3112.59, "word": " search", "probability": 0.9013671875}, {"start": 3112.59, "end": 3113.31, "word": " حللنا", "probability": 0.8912353515625}, {"start": 3113.31, "end": 3113.69, "word": " الموضوع", "probability": 0.9971923828125}, {"start": 3113.69, "end": 3114.05, "word": " هذا", "probability": 0.65234375}, {"start": 3114.05, "end": 3115.35, "word": " المرة", "probability": 0.818359375}, {"start": 3115.35, "end": 3115.61, "word": " الجاية", "probability": 0.8326822916666666}, {"start": 3115.61, "end": 3115.75, "word": " ان", "probability": 0.689453125}, {"start": 3115.75, "end": 3115.89, "word": " شاء", "probability": 0.98291015625}, {"start": 3115.89, "end": 3116.03, "word": " الله", "probability": 0.92529296875}, {"start": 3116.03, "end": 3116.39, "word": " تعالى", "probability": 0.9000651041666666}, {"start": 3116.39, "end": 3116.83, "word": " بنبدأ", "probability": 0.8341471354166666}, {"start": 3116.83, "end": 3116.95, "word": " من", "probability": 0.97021484375}, {"start": 3116.95, "end": 3117.29, "word": " بدري", "probability": 0.928955078125}, {"start": 3117.29, "end": 3117.85, "word": " و", "probability": 0.84130859375}, {"start": 3117.85, "end": 3118.61, "word": " بنتكلم", "probability": 0.9044189453125}, {"start": 3118.61, "end": 3118.89, "word": " عن", "probability": 0.99267578125}, {"start": 3118.89, "end": 3119.71, "word": " ال", "probability": 0.80712890625}, {"start": 3119.71, "end": 3120.27, "word": " simulated", "probability": 0.9541015625}, {"start": 3120.27, "end": 3120.91, "word": " annealing", "probability": 0.968505859375}, {"start": 3120.91, "end": 3121.61, "word": " ايش", "probability": 0.7208658854166666}, {"start": 3121.61, "end": 3121.97, "word": " بالظبط", "probability": 0.9720458984375}, {"start": 3121.97, "end": 3122.09, "word": " اللي", "probability": 0.959716796875}, {"start": 3122.09, "end": 3122.49, "word": " عمله", "probability": 0.9051106770833334}, {"start": 3122.49, "end": 3123.49, "word": " عشان", "probability": 0.9523111979166666}, {"start": 3123.49, "end": 3124.37, "word": " حللنا", "probability": 0.9510498046875}, {"start": 3124.37, "end": 3124.63, "word": " هذه", "probability": 0.98779296875}, {"start": 3124.63, "end": 3125.29, "word": " المشكلة", "probability": 0.995361328125}, {"start": 3125.29, "end": 3125.85, "word": " انه", "probability": 0.784912109375}, {"start": 3125.85, "end": 3126.47, "word": " يطلع", "probability": 0.994140625}, {"start": 3126.47, "end": 3126.75, "word": " من", "probability": 0.9970703125}, {"start": 3126.75, "end": 3127.07, "word": " ال", "probability": 0.97705078125}, {"start": 3127.07, "end": 3127.83, "word": " localization", "probability": 0.815185546875}, {"start": 3127.83, "end": 3129.21, "word": " فلما", "probability": 0.8507486979166666}, {"start": 3129.21, "end": 3129.43, "word": " بقول", "probability": 0.964111328125}, {"start": 3129.43, "end": 3129.83, "word": " مصطلح", "probability": 0.99306640625}, {"start": 3129.83, "end": 3130.51, "word": " localization", "probability": 0.86181640625}, {"start": 3130.51, "end": 3130.81, "word": " معناه", "probability": 0.8020833333333334}, {"start": 3130.81, "end": 3130.99, "word": " انه", "probability": 0.545654296875}, {"start": 3130.99, "end": 3131.13, "word": " قاعد", "probability": 0.8333333333333334}, {"start": 3131.13, "end": 3131.25, "word": " في", "probability": 0.9150390625}, {"start": 3131.25, "end": 3131.33, "word": " ال", "probability": 0.98193359375}, {"start": 3131.33, "end": 3131.55, "word": " local", "probability": 0.78173828125}], "temperature": 1.0}, {"id": 122, "seek": 315914, "start": 3132.64, "end": 3159.14, "text": "احنا بدنا الأفضل بدنا ال global بدناش ال local فبناخدها المرة الجاية ان شاء الله تعالى بنشرحها و بناخد ال local beam search إيش يعني ال local beam search و بتكون خلصنا فإذا نضالنا two slides عشان بعد ذلك مباشرة من المرة الجاية ان شاء الله تعالى ننتقل لمحاضرتنا التالية و اللي هي هتكون ال games هنتكلم المرة القادمة ان شاء الله على ال games فبنخلص ال games المرة القادمة مع ال two algorithms اللي ضايليننا", "tokens": [39319, 8315, 47525, 8315, 16247, 5172, 11242, 1211, 47525, 8315, 2423, 4338, 47525, 8315, 8592, 2423, 2654, 6156, 3555, 1863, 47283, 3215, 11296, 9673, 25720, 25724, 995, 10632, 16472, 13412, 16606, 21984, 37279, 6027, 7578, 44945, 46309, 5016, 11296, 4032, 44945, 47283, 3215, 2423, 2654, 14269, 3164, 11933, 1829, 8592, 37495, 22653, 2423, 2654, 14269, 3164, 4032, 39894, 30544, 16490, 1211, 9381, 8315, 6156, 28814, 15730, 8717, 11242, 6027, 8315, 732, 9788, 6225, 8592, 7649, 39182, 29910, 23275, 3714, 3555, 33599, 25720, 9154, 9673, 25720, 25724, 995, 10632, 16472, 13412, 16606, 21984, 37279, 6027, 7578, 8717, 29399, 4587, 1211, 32767, 5016, 46958, 43500, 8315, 16712, 6027, 10632, 4032, 13672, 1829, 39896, 8032, 2655, 30544, 2423, 2813, 8032, 29399, 4117, 19528, 9673, 25720, 25062, 18513, 46007, 16472, 13412, 16606, 21984, 15844, 2423, 2813, 6156, 3555, 1863, 9778, 1211, 9381, 2423, 2813, 9673, 25720, 25062, 18513, 46007, 20449, 2423, 732, 14642, 13672, 1829, 48812, 995, 26895, 9957, 8315], "avg_logprob": -0.12858279951059134, "compression_ratio": 2.306338028169014, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 3132.64, "end": 3132.98, "word": "احنا", "probability": 0.904296875}, {"start": 3132.98, "end": 3133.2, "word": " بدنا", "probability": 0.97216796875}, {"start": 3133.2, "end": 3133.62, "word": " الأفضل", "probability": 0.973876953125}, {"start": 3133.62, "end": 3134.0, "word": " بدنا", "probability": 0.78515625}, {"start": 3134.0, "end": 3134.14, "word": " ال", "probability": 0.88427734375}, {"start": 3134.14, "end": 3134.46, "word": " global", "probability": 0.73681640625}, {"start": 3134.46, "end": 3134.96, "word": " بدناش", "probability": 0.6897786458333334}, {"start": 3134.96, "end": 3135.12, "word": " ال", "probability": 0.98876953125}, {"start": 3135.12, "end": 3135.4, "word": " local", "probability": 0.83203125}, {"start": 3135.4, "end": 3136.08, "word": " فبناخدها", "probability": 0.947021484375}, {"start": 3136.08, "end": 3136.28, "word": " المرة", "probability": 0.94091796875}, {"start": 3136.28, "end": 3136.54, "word": " الجاية", "probability": 0.8971354166666666}, {"start": 3136.54, "end": 3136.66, "word": " ان", "probability": 0.7197265625}, {"start": 3136.66, "end": 3136.76, "word": " شاء", "probability": 0.9638671875}, {"start": 3136.76, "end": 3136.84, "word": " الله", "probability": 0.94189453125}, {"start": 3136.84, "end": 3137.16, "word": " تعالى", "probability": 0.9777018229166666}, {"start": 3137.16, "end": 3137.72, "word": " بنشرحها", "probability": 0.905029296875}, {"start": 3137.72, "end": 3137.98, "word": " و", "probability": 0.66943359375}, {"start": 3137.98, "end": 3138.48, "word": " بناخد", "probability": 0.9529622395833334}, {"start": 3138.48, "end": 3139.02, "word": " ال", "probability": 0.9833984375}, {"start": 3139.02, "end": 3139.28, "word": " local", "probability": 0.71923828125}, {"start": 3139.28, "end": 3139.56, "word": " beam", "probability": 0.63818359375}, {"start": 3139.56, "end": 3140.02, "word": " search", "probability": 0.97607421875}, {"start": 3140.02, "end": 3141.26, "word": " إيش", "probability": 0.7176106770833334}, {"start": 3141.26, "end": 3141.46, "word": " يعني", "probability": 0.94677734375}, {"start": 3141.46, "end": 3141.56, "word": " ال", "probability": 0.8251953125}, {"start": 3141.56, "end": 3141.72, "word": " local", "probability": 0.85791015625}, {"start": 3141.72, "end": 3141.9, "word": " beam", "probability": 0.876953125}, {"start": 3141.9, "end": 3142.1, "word": " search", "probability": 0.9775390625}, {"start": 3142.1, "end": 3142.18, "word": " و", "probability": 0.669921875}, {"start": 3142.18, "end": 3142.4, "word": " بتكون", "probability": 0.752197265625}, {"start": 3142.4, "end": 3142.78, "word": " خلصنا", "probability": 0.98828125}, {"start": 3142.78, "end": 3142.98, "word": " فإذا", "probability": 0.7947591145833334}, {"start": 3142.98, "end": 3143.32, "word": " نضالنا", "probability": 0.6265869140625}, {"start": 3143.32, "end": 3143.46, "word": " two", "probability": 0.72119140625}, {"start": 3143.46, "end": 3143.86, "word": " slides", "probability": 0.94580078125}, {"start": 3143.86, "end": 3144.66, "word": " عشان", "probability": 0.9895833333333334}, {"start": 3144.66, "end": 3144.94, "word": " بعد", "probability": 0.97900390625}, {"start": 3144.94, "end": 3145.3, "word": " ذلك", "probability": 0.99609375}, {"start": 3145.3, "end": 3145.8, "word": " مباشرة", "probability": 0.9739990234375}, {"start": 3145.8, "end": 3145.92, "word": " من", "probability": 0.420654296875}, {"start": 3145.92, "end": 3146.18, "word": " المرة", "probability": 0.989013671875}, {"start": 3146.18, "end": 3146.42, "word": " الجاية", "probability": 0.9811197916666666}, {"start": 3146.42, "end": 3146.56, "word": " ان", "probability": 0.5849609375}, {"start": 3146.56, "end": 3146.64, "word": " شاء", "probability": 0.989501953125}, {"start": 3146.64, "end": 3146.74, "word": " الله", "probability": 0.9541015625}, {"start": 3146.74, "end": 3147.14, "word": " تعالى", "probability": 0.9759114583333334}, {"start": 3147.14, "end": 3148.38, "word": " ننتقل", "probability": 0.9593505859375}, {"start": 3148.38, "end": 3149.32, "word": " لمحاضرتنا", "probability": 0.9443359375}, {"start": 3149.32, "end": 3150.6, "word": " التالية", "probability": 0.9562174479166666}, {"start": 3150.6, "end": 3150.96, "word": " و", "probability": 0.48876953125}, {"start": 3150.96, "end": 3151.02, "word": " اللي", "probability": 0.77978515625}, {"start": 3151.02, "end": 3151.14, "word": " هي", "probability": 0.92822265625}, {"start": 3151.14, "end": 3151.56, "word": " هتكون", "probability": 0.9539388020833334}, {"start": 3151.56, "end": 3152.24, "word": " ال", "probability": 0.94482421875}, {"start": 3152.24, "end": 3152.62, "word": " games", "probability": 0.947265625}, {"start": 3152.62, "end": 3153.52, "word": " هنتكلم", "probability": 0.8782958984375}, {"start": 3153.52, "end": 3153.8, "word": " المرة", "probability": 0.986328125}, {"start": 3153.8, "end": 3154.14, "word": " القادمة", "probability": 0.9886067708333334}, {"start": 3154.14, "end": 3154.26, "word": " ان", "probability": 0.7958984375}, {"start": 3154.26, "end": 3154.36, "word": " شاء", "probability": 0.98828125}, {"start": 3154.36, "end": 3154.42, "word": " الله", "probability": 0.9697265625}, {"start": 3154.42, "end": 3154.6, "word": " على", "probability": 0.84814453125}, {"start": 3154.6, "end": 3154.72, "word": " ال", "probability": 0.982421875}, {"start": 3154.72, "end": 3154.96, "word": " games", "probability": 0.9560546875}, {"start": 3154.96, "end": 3155.82, "word": " فبنخلص", "probability": 0.9794921875}, {"start": 3155.82, "end": 3155.94, "word": " ال", "probability": 0.93115234375}, {"start": 3155.94, "end": 3156.14, "word": " games", "probability": 0.96435546875}, {"start": 3156.14, "end": 3156.44, "word": " المرة", "probability": 0.986083984375}, {"start": 3156.44, "end": 3156.82, "word": " القادمة", "probability": 0.9921875}, {"start": 3156.82, "end": 3157.08, "word": " مع", "probability": 0.99609375}, {"start": 3157.08, "end": 3157.74, "word": " ال", "probability": 0.98046875}, {"start": 3157.74, "end": 3158.08, "word": " two", "probability": 0.9365234375}, {"start": 3158.08, "end": 3158.48, "word": " algorithms", "probability": 0.9404296875}, {"start": 3158.48, "end": 3158.68, "word": " اللي", "probability": 0.985595703125}, {"start": 3158.68, "end": 3159.14, "word": " ضايليننا", "probability": 0.7904296875}], "temperature": 1.0}, {"id": 123, "seek": 318573, "start": 3160.67, "end": 3185.73, "text": "عشان إن الأسبوع القادم ننتقل ل rule based search ال local مانا احنا جانيه، لحظى، هي إيش وصفها؟ the best one، best one من مين؟ من local maxima، لما نقول maxima معناته هي أكتر من maximum واحدة أو local minima، صح؟ minima معناته عندي أكتر من minimum واحدة", "tokens": [3615, 8592, 7649, 36145, 16247, 35457, 45367, 25062, 18513, 2304, 8717, 29399, 4587, 1211, 5296, 4978, 2361, 3164, 2423, 2654, 3714, 7649, 995, 1975, 5016, 8315, 10874, 7649, 1829, 3224, 12399, 5296, 5016, 19913, 7578, 12399, 39896, 11933, 1829, 8592, 4032, 9381, 5172, 11296, 22807, 264, 1151, 472, 12399, 1151, 472, 9154, 3714, 9957, 22807, 9154, 2654, 5138, 64, 12399, 5296, 15042, 8717, 39648, 5138, 64, 20449, 8315, 47395, 39896, 5551, 4117, 2655, 2288, 9154, 6674, 36764, 24401, 3660, 34051, 2654, 4464, 64, 12399, 20328, 5016, 22807, 4464, 64, 20449, 8315, 47395, 18871, 16254, 5551, 4117, 2655, 2288, 9154, 7285, 36764, 24401, 3660], "avg_logprob": -0.23963340644079906, "compression_ratio": 1.6986301369863013, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3160.67, "end": 3161.23, "word": "عشان", "probability": 0.9632161458333334}, {"start": 3161.23, "end": 3161.65, "word": " إن", "probability": 0.435302734375}, {"start": 3161.65, "end": 3162.09, "word": " الأسبوع", "probability": 0.984375}, {"start": 3162.09, "end": 3162.51, "word": " القادم", "probability": 0.9915364583333334}, {"start": 3162.51, "end": 3163.01, "word": " ننتقل", "probability": 0.929443359375}, {"start": 3163.01, "end": 3163.21, "word": " ل", "probability": 0.84521484375}, {"start": 3163.21, "end": 3163.57, "word": " rule", "probability": 0.497802734375}, {"start": 3163.57, "end": 3164.31, "word": " based", "probability": 0.77099609375}, {"start": 3164.31, "end": 3165.69, "word": " search", "probability": 0.517578125}, {"start": 3165.69, "end": 3168.47, "word": " ال", "probability": 0.7109375}, {"start": 3168.47, "end": 3170.03, "word": " local", "probability": 0.66259765625}, {"start": 3170.03, "end": 3170.35, "word": " مانا", "probability": 0.3664957682291667}, {"start": 3170.35, "end": 3170.51, "word": " احنا", "probability": 0.7974446614583334}, {"start": 3170.51, "end": 3171.25, "word": " جانيه،", "probability": 0.465380859375}, {"start": 3171.25, "end": 3171.87, "word": " لحظى،", "probability": 0.741796875}, {"start": 3171.87, "end": 3172.15, "word": " هي", "probability": 0.74267578125}, {"start": 3172.15, "end": 3172.75, "word": " إيش", "probability": 0.82470703125}, {"start": 3172.75, "end": 3173.95, "word": " وصفها؟", "probability": 0.93203125}, {"start": 3173.95, "end": 3174.07, "word": " the", "probability": 0.5693359375}, {"start": 3174.07, "end": 3174.37, "word": " best", "probability": 0.92626953125}, {"start": 3174.37, "end": 3174.99, "word": " one،", "probability": 0.684814453125}, {"start": 3174.99, "end": 3175.19, "word": " best", "probability": 0.48095703125}, {"start": 3175.19, "end": 3175.37, "word": " one", "probability": 0.9677734375}, {"start": 3175.37, "end": 3175.53, "word": " من", "probability": 0.98974609375}, {"start": 3175.53, "end": 3176.17, "word": " مين؟", "probability": 0.9611002604166666}, {"start": 3176.17, "end": 3176.39, "word": " من", "probability": 0.88037109375}, {"start": 3176.39, "end": 3177.07, "word": " local", "probability": 0.7978515625}, {"start": 3177.07, "end": 3178.81, "word": " maxima،", "probability": 0.7054036458333334}, {"start": 3178.81, "end": 3179.01, "word": " لما", "probability": 0.930419921875}, {"start": 3179.01, "end": 3179.19, "word": " نقول", "probability": 0.763427734375}, {"start": 3179.19, "end": 3179.61, "word": " maxima", "probability": 0.7734375}, {"start": 3179.61, "end": 3179.91, "word": " معناته", "probability": 0.81787109375}, {"start": 3179.91, "end": 3179.99, "word": " هي", "probability": 0.6904296875}, {"start": 3179.99, "end": 3180.21, "word": " أكتر", "probability": 0.9571533203125}, {"start": 3180.21, "end": 3180.29, "word": " من", "probability": 0.982421875}, {"start": 3180.29, "end": 3180.63, "word": " maximum", "probability": 0.810546875}, {"start": 3180.63, "end": 3180.99, "word": " واحدة", "probability": 0.9728190104166666}, {"start": 3180.99, "end": 3181.37, "word": " أو", "probability": 0.8447265625}, {"start": 3181.37, "end": 3181.73, "word": " local", "probability": 0.8974609375}, {"start": 3181.73, "end": 3182.81, "word": " minima،", "probability": 0.8619791666666666}, {"start": 3182.81, "end": 3183.41, "word": " صح؟", "probability": 0.9388020833333334}, {"start": 3183.41, "end": 3183.77, "word": " minima", "probability": 0.766357421875}, {"start": 3183.77, "end": 3184.11, "word": " معناته", "probability": 0.9763997395833334}, {"start": 3184.11, "end": 3184.61, "word": " عندي", "probability": 0.6632080078125}, {"start": 3184.61, "end": 3184.89, "word": " أكتر", "probability": 0.9757080078125}, {"start": 3184.89, "end": 3185.03, "word": " من", "probability": 0.99609375}, {"start": 3185.03, "end": 3185.31, "word": " minimum", "probability": 0.92333984375}, {"start": 3185.31, "end": 3185.73, "word": " واحدة", "probability": 0.9918619791666666}], "temperature": 1.0}, {"id": 124, "seek": 321365, "start": 3186.35, "end": 3213.65, "text": "كويس the best one هذه معناها أنا بدور إذا بدور على ال max معناته هي the highest one طيب إذا بدور على minimum the smallest one صحيح؟ أو lowest one okay تمام فإيش the best؟ the best مش معناه إنه دايما أعلى أفضل كلمة أفضل غير أعلى كويس maximum معناته هي الأعلى minimum معناته لأ the best one هي الأقل فيهم", "tokens": [4117, 45865, 3794, 264, 1151, 472, 29538, 20449, 8315, 11296, 41850, 47525, 13063, 11933, 15730, 47525, 13063, 15844, 2423, 11469, 20449, 8315, 47395, 39896, 264, 6343, 472, 23032, 1829, 3555, 11933, 15730, 47525, 13063, 15844, 7285, 264, 16998, 472, 20328, 5016, 1829, 5016, 22807, 34051, 12437, 472, 1392, 46811, 10943, 6156, 28814, 1829, 8592, 264, 1151, 22807, 264, 1151, 37893, 20449, 8315, 3224, 36145, 3224, 11778, 47302, 15042, 5551, 3615, 23942, 5551, 5172, 11242, 1211, 9122, 19528, 3660, 5551, 5172, 11242, 1211, 32771, 13546, 5551, 3615, 23942, 9122, 45865, 3794, 6674, 20449, 8315, 47395, 39896, 16247, 3615, 23942, 7285, 20449, 8315, 47395, 5296, 10721, 264, 1151, 472, 39896, 16247, 4587, 1211, 8978, 16095], "avg_logprob": -0.1644736789820487, "compression_ratio": 1.9734513274336283, "no_speech_prob": 1.1920928955078125e-06, "words": [{"start": 3186.35, "end": 3186.67, "word": "كويس", "probability": 0.7373860677083334}, {"start": 3186.67, "end": 3186.95, "word": " the", "probability": 0.25537109375}, {"start": 3186.95, "end": 3187.25, "word": " best", "probability": 0.9345703125}, {"start": 3187.25, "end": 3187.63, "word": " one", "probability": 0.953125}, {"start": 3187.63, "end": 3188.21, "word": " هذه", "probability": 0.44482421875}, {"start": 3188.21, "end": 3188.63, "word": " معناها", "probability": 0.96533203125}, {"start": 3188.63, "end": 3188.79, "word": " أنا", "probability": 0.51416015625}, {"start": 3188.79, "end": 3189.23, "word": " بدور", "probability": 0.88818359375}, {"start": 3189.23, "end": 3189.73, "word": " إذا", "probability": 0.81884765625}, {"start": 3189.73, "end": 3190.03, "word": " بدور", "probability": 0.96435546875}, {"start": 3190.03, "end": 3190.15, "word": " على", "probability": 0.82861328125}, {"start": 3190.15, "end": 3190.27, "word": " ال", "probability": 0.9404296875}, {"start": 3190.27, "end": 3190.55, "word": " max", "probability": 0.7099609375}, {"start": 3190.55, "end": 3190.95, "word": " معناته", "probability": 0.9322916666666666}, {"start": 3190.95, "end": 3191.09, "word": " هي", "probability": 0.8818359375}, {"start": 3191.09, "end": 3191.43, "word": " the", "probability": 0.7900390625}, {"start": 3191.43, "end": 3191.77, "word": " highest", "probability": 0.92236328125}, {"start": 3191.77, "end": 3192.13, "word": " one", "probability": 0.96630859375}, {"start": 3192.13, "end": 3192.73, "word": " طيب", "probability": 0.9352213541666666}, {"start": 3192.73, "end": 3192.95, "word": " إذا", "probability": 0.97705078125}, {"start": 3192.95, "end": 3193.27, "word": " بدور", "probability": 0.968994140625}, {"start": 3193.27, "end": 3193.43, "word": " على", "probability": 0.9345703125}, {"start": 3193.43, "end": 3194.69, "word": " minimum", "probability": 0.779296875}, {"start": 3194.69, "end": 3195.73, "word": " the", "probability": 0.57373046875}, {"start": 3195.73, "end": 3196.51, "word": " smallest", "probability": 0.88427734375}, {"start": 3196.51, "end": 3197.67, "word": " one", "probability": 0.95361328125}, {"start": 3197.67, "end": 3198.41, "word": " صحيح؟", "probability": 0.817041015625}, {"start": 3198.41, "end": 3198.51, "word": " أو", "probability": 0.6669921875}, {"start": 3198.51, "end": 3198.73, "word": " lowest", "probability": 0.9501953125}, {"start": 3198.73, "end": 3198.99, "word": " one", "probability": 0.94921875}, {"start": 3198.99, "end": 3199.31, "word": " okay", "probability": 0.235107421875}, {"start": 3199.31, "end": 3200.03, "word": " تمام", "probability": 0.773193359375}, {"start": 3200.03, "end": 3201.87, "word": " فإيش", "probability": 0.7259521484375}, {"start": 3201.87, "end": 3202.05, "word": " the", "probability": 0.90380859375}, {"start": 3202.05, "end": 3203.07, "word": " best؟", "probability": 0.764892578125}, {"start": 3203.07, "end": 3203.19, "word": " the", "probability": 0.73779296875}, {"start": 3203.19, "end": 3203.33, "word": " best", "probability": 0.9375}, {"start": 3203.33, "end": 3203.47, "word": " مش", "probability": 0.9921875}, {"start": 3203.47, "end": 3203.75, "word": " معناه", "probability": 0.8279622395833334}, {"start": 3203.75, "end": 3203.91, "word": " إنه", "probability": 0.72119140625}, {"start": 3203.91, "end": 3204.07, "word": " دايما", "probability": 0.8873697916666666}, {"start": 3204.07, "end": 3204.41, "word": " أعلى", "probability": 0.9402669270833334}, {"start": 3204.41, "end": 3206.17, "word": " أفضل", "probability": 0.9542236328125}, {"start": 3206.17, "end": 3206.87, "word": " كلمة", "probability": 0.9617513020833334}, {"start": 3206.87, "end": 3207.25, "word": " أفضل", "probability": 0.9940185546875}, {"start": 3207.25, "end": 3207.45, "word": " غير", "probability": 0.994140625}, {"start": 3207.45, "end": 3207.83, "word": " أعلى", "probability": 0.970703125}, {"start": 3207.83, "end": 3208.51, "word": " كويس", "probability": 0.8668619791666666}, {"start": 3208.51, "end": 3209.47, "word": " maximum", "probability": 0.9326171875}, {"start": 3209.47, "end": 3209.83, "word": " معناته", "probability": 0.9894205729166666}, {"start": 3209.83, "end": 3209.95, "word": " هي", "probability": 0.673828125}, {"start": 3209.95, "end": 3210.29, "word": " الأعلى", "probability": 0.9807942708333334}, {"start": 3210.29, "end": 3210.89, "word": " minimum", "probability": 0.9501953125}, {"start": 3210.89, "end": 3211.29, "word": " معناته", "probability": 0.9752604166666666}, {"start": 3211.29, "end": 3211.51, "word": " لأ", "probability": 0.980224609375}, {"start": 3211.51, "end": 3211.79, "word": " the", "probability": 0.78515625}, {"start": 3211.79, "end": 3212.03, "word": " best", "probability": 0.9384765625}, {"start": 3212.03, "end": 3212.19, "word": " one", "probability": 0.95556640625}, {"start": 3212.19, "end": 3212.33, "word": " هي", "probability": 0.96533203125}, {"start": 3212.33, "end": 3213.05, "word": " الأقل", "probability": 0.9934895833333334}, {"start": 3213.05, "end": 3213.65, "word": " فيهم", "probability": 0.984375}], "temperature": 1.0}, {"id": 125, "seek": 322329, "start": 3214.69, "end": 3223.29, "text": "Okay فهذه ببساطة ان شاء الله بنرجع بنأكد على المعلومات هذه المرة الجاية بإذن الله تعالى و بذلك بننتهي محاضرتنا لليوم ان شاء الله", "tokens": [8297, 6156, 3224, 24192, 4724, 3555, 3794, 41193, 3660, 16472, 13412, 16606, 21984, 44945, 47341, 3615, 44945, 10721, 4117, 3215, 15844, 9673, 30241, 20498, 9307, 29538, 9673, 25720, 25724, 995, 10632, 4724, 28814, 8848, 1863, 21984, 37279, 6027, 7578, 4032, 4724, 8848, 23275, 44945, 29399, 3224, 1829, 3714, 5016, 46958, 43500, 8315, 5296, 20292, 20498, 16472, 13412, 16606, 21984], "avg_logprob": -0.12500000298023223, "compression_ratio": 1.6126760563380282, "no_speech_prob": 0.005832672119140625, "words": [{"start": 3214.69, "end": 3215.07, "word": "Okay", "probability": 0.935546875}, {"start": 3215.07, "end": 3215.73, "word": " فهذه", "probability": 0.8279622395833334}, {"start": 3215.73, "end": 3216.15, "word": " ببساطة", "probability": 0.98330078125}, {"start": 3216.15, "end": 3216.27, "word": " ان", "probability": 0.78369140625}, {"start": 3216.27, "end": 3216.39, "word": " شاء", "probability": 0.990966796875}, {"start": 3216.39, "end": 3216.57, "word": " الله", "probability": 0.96484375}, {"start": 3216.57, "end": 3217.29, "word": " بنرجع", "probability": 0.83740234375}, {"start": 3217.29, "end": 3217.75, "word": " بنأكد", "probability": 0.8995361328125}, {"start": 3217.75, "end": 3217.89, "word": " على", "probability": 0.861328125}, {"start": 3217.89, "end": 3218.35, "word": " المعلومات", "probability": 0.9931640625}, {"start": 3218.35, "end": 3218.53, "word": " هذه", "probability": 0.91162109375}, {"start": 3218.53, "end": 3218.77, "word": " المرة", "probability": 0.945068359375}, {"start": 3218.77, "end": 3219.21, "word": " الجاية", "probability": 0.9189453125}, {"start": 3219.21, "end": 3219.89, "word": " بإذن", "probability": 0.9058837890625}, {"start": 3219.89, "end": 3220.05, "word": " الله", "probability": 0.93798828125}, {"start": 3220.05, "end": 3220.61, "word": " تعالى", "probability": 0.9444986979166666}, {"start": 3220.61, "end": 3221.03, "word": " و", "probability": 0.56689453125}, {"start": 3221.03, "end": 3221.59, "word": " بذلك", "probability": 0.9244791666666666}, {"start": 3221.59, "end": 3222.11, "word": " بننتهي", "probability": 0.74981689453125}, {"start": 3222.11, "end": 3222.61, "word": " محاضرتنا", "probability": 0.96142578125}, {"start": 3222.61, "end": 3222.93, "word": " لليوم", "probability": 0.91162109375}, {"start": 3222.93, "end": 3223.07, "word": " ان", "probability": 0.732421875}, {"start": 3223.07, "end": 3223.21, "word": " شاء", "probability": 0.995361328125}, {"start": 3223.21, "end": 3223.29, "word": " الله", "probability": 0.923828125}], "temperature": 1.0}], "language": "ar", "language_probability": 1.0, "duration": 3233.518, "duration_after_vad": 3103.38687499999}
\ No newline at end of file
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/D40UOvpYckw_raw.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/D40UOvpYckw_raw.srt
new file mode 100644
index 0000000000000000000000000000000000000000..2060ce6afe39214b473c3b9b8bb3657adff29452
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/D40UOvpYckw_raw.srt
@@ -0,0 +1,2692 @@
+1
+00:00:04,880 --> 00:00:07,040
+بسم الله الرحمن الرحيم والصلاة والسلام علي أشرف
+
+2
+00:00:07,040 --> 00:00:11,620
+الأنبياء ومسلمين سيدنا محمد ونستكمل ما كنا بدأناه
+
+3
+00:00:11,620 --> 00:00:16,220
+في عملية ال search كأول محاضر من محاضرات الجزء
+
+4
+00:00:16,220 --> 00:00:20,480
+مساق ال AI أو ال expert systems واللي كنا اتحدثنا
+
+5
+00:00:20,480 --> 00:00:24,400
+فيها عن عملية ال search بشكل أساسي وجسمناها زي
+
+6
+00:00:24,400 --> 00:00:27,640
+متذكرين جسمناها ل uninformed وinformed ال
+
+7
+00:00:27,640 --> 00:00:32,520
+uninformed مايكونش عندى معلومة واضحة او heuristic
+
+8
+00:00:32,520 --> 00:00:36,230
+سمناها heuristic dataعن عملية ال search و ال
+
+9
+00:00:36,230 --> 00:00:39,970
+search بكل بساطة احنا اتكلمنا ان انا بحطها بشكل ال
+
+10
+00:00:39,970 --> 00:00:46,130
+tree و ببحث من خلالها على ال leaves الممكنة كل ال
+
+11
+00:00:46,130 --> 00:00:48,890
+leaves اللي موجودة للي ال tree هي المفروض انه ..
+
+12
+00:00:48,890 --> 00:00:53,270
+انه هذه نهايات و بنبحث فيها هل فيها حلول او لأ
+
+13
+00:00:53,270 --> 00:00:56,190
+الحلول هذه طبيعي ما يهمنا فيها هو ال optimal
+
+14
+00:00:56,190 --> 00:00:59,690
+solution او افضل الحلول معنا ذلك ان احنا بدنا نفرق
+
+15
+00:00:59,690 --> 00:01:04,360
+بين انه في حل او هو حل optimalفهذه اتحدثنا عنها
+
+16
+00:01:04,360 --> 00:01:07,280
+وقلنا انه في ال uninformed الأمور بتكون شوية أصعب
+
+17
+00:01:07,280 --> 00:01:09,900
+في ال informed لأ الأمور بتكون أفضل لإنه بتكون
+
+18
+00:01:09,900 --> 00:01:13,220
+عنده heuristic data ال heuristic data أخدنا مثال
+
+19
+00:01:13,220 --> 00:01:17,800
+إلها واضح في ال roadmap ال roadmap بكل بساطة ممكن
+
+20
+00:01:17,800 --> 00:01:21,660
+أحط بين كل مدنتين خط مستقيم على الخريطة و أفترض
+
+21
+00:01:21,660 --> 00:01:23,960
+إنه هذا heuristic data بعد ما أضربها في ال scale
+
+22
+00:01:23,960 --> 00:01:28,280
+تبع الخريطة نفترض إنه هذه معلومة مبدئية ولكن هذه
+
+23
+00:01:28,280 --> 00:01:34,000
+مش صحيحة مئة بالمئة هي إرشاديةهي إرشادية بتقدر
+
+24
+00:01:34,000 --> 00:01:39,760
+تعطيني indication وين ال successor الأمثل اللي
+
+25
+00:01:39,760 --> 00:01:45,900
+أمشي أتحرك فيهكويس و اتكلمنا يمكن عن شوية خصائص
+
+26
+00:01:45,900 --> 00:01:49,840
+خاصة بال informed و ال informed طبعا احنا حكينا
+
+27
+00:01:49,840 --> 00:01:54,580
+فيها نوعين اتكلمنا عن ال grade ثم اتكلمنا عن ال A
+
+28
+00:01:54,580 --> 00:01:58,540
+star ال grade كانت بتعتمد بشكل أساسي completely
+
+29
+00:01:58,540 --> 00:02:02,640
+على ال heuristic data فقط فقط ال heuristic data ال
+
+30
+00:02:02,640 --> 00:02:07,080
+heuristic data بكل بساطة هي المسافة بين ال city او
+
+31
+00:02:07,080 --> 00:02:13,550
+ال successors و ال goal او الحلأما ال A star لأ هي
+
+32
+00:02:13,550 --> 00:02:17,710
+أخدت بحسابها شغل كتير مهمة و فعلا واضح جدا ان هي
+
+33
+00:02:17,710 --> 00:02:23,590
+مهمة اللي هي ال cost ما بين ال start حتى انا و انا
+
+34
+00:02:23,590 --> 00:02:27,010
+وصلت بمعنى ان كل successor احنا بنجيسه من ال
+
+35
+00:02:27,010 --> 00:02:31,210
+heuristic data هو جداش ضايله as a cost ل ال goal
+
+36
+00:02:31,210 --> 00:02:34,650
+لكن في نفس الوقت هو جداش اتكلف عشان يجيني من ال
+
+37
+00:02:34,650 --> 00:02:39,310
+start حتى وصل لهذه النقطة فهذه عامل مهم فكانت نجمع
+
+38
+00:02:39,310 --> 00:02:44,320
+ال Gو ال h ال heuristic مجمعهم مع بعض عشان يعطوني
+
+39
+00:02:44,320 --> 00:02:48,980
+ال f of x او ال f of n هنا اللي هي judicial cost
+
+40
+00:02:48,980 --> 00:02:54,600
+للوصول بين ال start ل ال goal through ال node n
+
+41
+00:02:54,600 --> 00:02:59,500
+ناخد اليوم كنا كمان مثل ان شاء الله تعالى على هذه
+
+42
+00:02:59,500 --> 00:03:03,640
+الطريقة اللي هي ال startسيرش ناخد لنا مثال المثال
+
+43
+00:03:03,640 --> 00:03:07,020
+هذا ببساطة جدا يتلخص في فكرة ان انا افترض عندي
+
+44
+00:03:07,020 --> 00:03:11,880
+robot معين موجود هيبدأ من البلاطة او ال tile start
+
+45
+00:03:11,880 --> 00:03:16,840
+و بده يمر يتحرك داخل مجموعة ال tiles هدولة اللي هي
+
+46
+00:03:16,840 --> 00:03:20,580
+المربعات او البلاطات هدول بحيث انه يصل ل ال end او
+
+47
+00:03:20,580 --> 00:03:25,120
+هذه هتصير اسمها ال goal تبعها ال goal اللي بدنا
+
+48
+00:03:25,120 --> 00:03:29,710
+نصله بدنا ناخد في بالنا انه في حاجز او فيwalls هنا
+
+49
+00:03:29,710 --> 00:03:35,650
+حائط محطوط في النص بمعنى انه مش هنقدر نخترقه مش
+
+50
+00:03:35,650 --> 00:03:38,710
+هنقدر نخبط فيه فالان كيف بدنا نتحرك في هذا الموضوع
+
+51
+00:03:38,710 --> 00:03:43,490
+من خلال وجهة نظر ال A star search method بكل بساطة
+
+52
+00:03:43,490 --> 00:03:48,870
+انا في عندي F of N طبعا هذه بتساوي ال H اللي هي ال
+
+53
+00:03:48,870 --> 00:03:54,210
+heuristic زي ما قلنا وهذه المسافة بين N او ال tile
+
+54
+00:03:54,210 --> 00:03:59,680
+البلاطة اللي انا موجود فيها الى ال goalOkay هذه
+
+55
+00:03:59,680 --> 00:04:07,320
+هتكون زائد g و g كما قلنا سابقا هي بين ال start
+
+56
+00:04:07,320 --> 00:04:12,540
+الى ال end ال end هذا طبعا وين اللي هي ال tile او
+
+57
+00:04:12,540 --> 00:04:15,620
+ال position او ال successor اللي انا موجود عنده
+
+58
+00:04:15,620 --> 00:04:19,080
+الان اللي انا فعليا موجود عنده فالان كأن لما اجي
+
+59
+00:04:19,080 --> 00:04:22,620
+اشوف مجموع الاتنين كأنه فعلا ضلت هي فعليا اعطتني
+
+60
+00:04:22,620 --> 00:04:27,290
+ال cost بين ال startو ال goal بشكل او باخر على
+
+61
+00:04:27,290 --> 00:04:29,570
+اعتبار ان ال N هي العاملة المشتركة ال chain rule
+
+62
+00:04:29,570 --> 00:04:34,830
+تبعتنا كانها chain rule تمام فإذا اتطنق function
+
+63
+00:04:34,830 --> 00:04:39,810
+حقيقية function بقدر ابني عليها بنقدر صحيح مش
+
+64
+00:04:39,810 --> 00:04:42,610
+حقيقية مائة في المائة ليش لأن هي في النهاية مجموعة
+
+65
+00:04:42,610 --> 00:04:47,230
+لقيمة حقيقية زائد قيمة heuristic تقديرية فمعنا ذلك
+
+66
+00:04:47,230 --> 00:04:51,070
+ان المجموع هو تقديري ولكن اقرب للواقع فإذا بنقدر
+
+67
+00:04:51,820 --> 00:04:57,160
+نحكم عليه بشكل أفضل بشكل أفضل كويس فجبنا ال F الآن
+
+68
+00:04:57,160 --> 00:05:00,540
+هذا الكلام بدنا نطبقه هنا نفس الشيء كل بلاطة من
+
+69
+00:05:00,540 --> 00:05:05,050
+البلاطات هدول هي عبارة عنSuccessor ممكن تكون
+
+70
+00:05:05,050 --> 00:05:09,350
+للبلاطة اللي جنبها فإذا عشان تكون أوضح ال start
+
+71
+00:05:09,350 --> 00:05:14,070
+هذه وين ممكن تروح؟ ممكن تروح لل تمان بلاطات اللي
+
+72
+00:05:14,070 --> 00:05:17,430
+حواليها أو ال tiles ال eight tiles ال neighbors
+
+73
+00:05:17,430 --> 00:05:21,510
+eight tiles اللي هي البلاطة الأولى، تانية أو ال
+
+74
+00:05:21,510 --> 00:05:25,910
+tile التالتة، الرابعة، الخامسة، السادسة، السابعة،
+
+75
+00:05:25,910 --> 00:05:30,090
+تمانية، كل هما دولة possible كل هدولة إمكانيات
+
+76
+00:05:30,090 --> 00:05:34,930
+ممكنة ممكنينممكنين للحركة، كويس، فإذا كل واحدة
+
+77
+00:05:34,930 --> 00:05:40,650
+منهم المفروض نحسب لها ال H طيب ال H يعبارة عن ..
+
+78
+00:05:40,650 --> 00:05:44,850
+عفوا ال F، ال F يعبارة عن H زائد G، نمسك واحدة
+
+79
+00:05:44,850 --> 00:05:49,970
+واحدة ال H اتفقنا أن هي بين إيش؟ ال tile اللي هي
+
+80
+00:05:49,970 --> 00:05:56,120
+ال successor و ال goal، نمسك هذه مثلاواحد او the
+
+81
+00:05:56,120 --> 00:05:59,920
+first tile the first tile جدش بعيدة عن ال goal
+
+82
+00:05:59,920 --> 00:06:03,160
+طبعا احنا قولنا heuristic بمعنى ان انا مش هاخد
+
+83
+00:06:03,160 --> 00:06:08,040
+بالي ان في wall في النص او في جدار في النص مش
+
+84
+00:06:08,040 --> 00:06:11,500
+هناخد بالنا لان هذا نفس الكلام برضه احنا طبقنا في
+
+85
+00:06:11,500 --> 00:06:14,740
+ال roadmap بين المدن بدون ما اخد في بالي ان والله
+
+86
+00:06:14,740 --> 00:06:20,540
+ممكن يكون في بحيرة في جبل في عوائق معينة بينهم لكن
+
+87
+00:06:20,540 --> 00:06:25,920
+رسمنا خط مستقيم خالص طيبهنا ممكن اقول واحد اتنين
+
+88
+00:06:25,920 --> 00:06:32,300
+تلاتة اربعة خمسة ستة فإذا أصبحت بالنسبالي في عندى
+
+89
+00:06:32,300 --> 00:06:38,200
+ست خطوات as a heuristic data او heuristic distance
+
+90
+00:06:38,200 --> 00:06:45,340
+بين ال tile one to goal ل ال goal كويس مبدأيا
+
+91
+00:06:45,340 --> 00:06:51,340
+بنكون قادرنا فعلا نحسب ال H ال G واضح جدا انه هقول
+
+92
+00:06:52,120 --> 00:06:59,880
+الـ Start لـ Tile 1 برضه جدش هتكلف هذه المسافة و
+
+93
+00:06:59,880 --> 00:07:03,180
+اللي واضح ان هي ماشية بشكل قطري المسافة اللي هنا
+
+94
+00:07:03,180 --> 00:07:09,040
+اللي ماشية بشكل قطري طيب .. الآن فهمنا الألية جدش
+
+95
+00:07:09,040 --> 00:07:12,560
+بدي أقيم كل حركة من الحركات هذه عشان نبدأ نقيمهم
+
+96
+00:07:12,560 --> 00:07:18,280
+بدي أمسك البلاطة هنا مثلا هذه حركتهاالأفقية أو
+
+97
+00:07:18,280 --> 00:07:23,760
+الرأسية سواء بتكلم vertical او horizontal جدش
+
+98
+00:07:23,760 --> 00:07:27,700
+بتكلفني هقول انه هتكلفني نقلة واحدة واحد و هنا
+
+99
+00:07:27,700 --> 00:07:34,980
+هتكلفني نقلة واحدة واحد لكن قطري جدش هتكلف المفروض
+
+100
+00:07:34,980 --> 00:07:38,200
+انه مش هتكلف واحد هتكلف اكتر شوية من الواحد جدش
+
+101
+00:07:38,200 --> 00:07:45,250
+بالظبط هتشوف عشان انتقل قطريا منهنا، لا هنا، أنا
+
+102
+00:07:45,250 --> 00:07:50,550
+محتاج أعمل نقلة و كمان نقلة، فإذا واحد و واحد،
+
+103
+00:07:50,550 --> 00:07:56,490
+مبدأياً أجدش صار، و هذا طبعا إيش؟ قائم، قائم
+
+104
+00:07:56,490 --> 00:08:01,230
+انتقلت من حركة vertical to horizontalشيء ف
+
+105
+00:08:01,230 --> 00:08:05,230
+automatically هصير و بتكلم عن هنا واحد زائد واحد
+
+106
+00:08:05,230 --> 00:08:08,350
+تحت الجذر بمعنى واحد تربيع زائد واحد تربيع تحت
+
+107
+00:08:08,350 --> 00:08:15,470
+الجذر فبتكلم عن تربيع او اتنين جذر اتنين او root
+
+108
+00:08:15,470 --> 00:08:20,750
+of two يعني تقريبا واحد فاصلة اربعة واحد فاصلة
+
+109
+00:08:20,750 --> 00:08:26,310
+اربعة طيبعشان أنحل بس جزئية الفواصل، بدي أفترض إنه
+
+110
+00:08:26,310 --> 00:08:29,990
+هضربهم كلهم في gene معين، بحيث إن الكون عشرات،
+
+111
+00:08:29,990 --> 00:08:35,450
+فهذه تصبح أربعتاش وخلاص، فهقول إن كل حركة هضربها
+
+112
+00:08:35,450 --> 00:08:41,250
+في scale عشرة، فهتصبح هذه هي عشرة، وهذه هي عشرة،
+
+113
+00:08:41,250 --> 00:08:48,030
+أصبح automatic هنا جذر المية، جذر 200جذر 200 مية
+
+114
+00:08:48,030 --> 00:08:52,710
+زائد 100 ميتين ف14 تقريبا 14.1 فالفاصلة واحد ممكن
+
+115
+00:08:52,710 --> 00:08:59,130
+اختصارها فتصبح هنا 14 تمام فإذا أي حركة أفقية أو
+
+116
+00:08:59,130 --> 00:09:03,370
+رأسية بدنا نفترض نتعامل معها انه heuristically أو
+
+117
+00:09:03,370 --> 00:09:09,010
+حتى ال G تبعتها هي عشرة لكن إذا كان ماتكلم عن قطري
+
+118
+00:09:10,040 --> 00:09:12,880
+Diagonal بدها تمشي بشكل Diagonal؟ لأ بدنا نعطيها
+
+119
+00:09:12,880 --> 00:09:18,720
+14 بين كل بلاطة و اللي جنبها أو كل tile و المجاورة
+
+120
+00:09:18,720 --> 00:09:23,940
+اللي لها تمام مبدأيا حددنا قالية العمل مبدأيا
+
+121
+00:09:23,940 --> 00:09:27,680
+حددنا قالية العمل فإذا بنيجي نمسك ال start و هنقول
+
+122
+00:09:27,680 --> 00:09:33,280
+هنا هنرتبها بشكل انه
+
+123
+00:09:34,120 --> 00:09:37,820
+كل بلاطة هنحطلها أو كل tile فوق هنحطلها رقم هو
+
+124
+00:09:37,820 --> 00:09:43,460
+المجموع و تحت هنحطلها رقم هو ال G اللي من start
+
+125
+00:09:43,460 --> 00:09:49,000
+للبلاطة هذه و هنحطلها هنا H اللي هي heuristically
+
+126
+00:09:49,000 --> 00:09:53,520
+من ال tile لل goal .. لل goal تمام و نبدأ نمسك
+
+127
+00:09:53,520 --> 00:09:59,180
+فيهم الكلام هذا فمبدأيا بقدر اقول انه هي قيم ال G
+
+128
+00:10:00,970 --> 00:10:06,130
+قيم G و هات خلاص هيك حددناها احنا خلينا نكتبها و
+
+129
+00:10:06,130 --> 00:10:08,770
+بعدين نشوف كيف بده يطلع معاها هتطلع مظبوطة مع
+
+130
+00:10:08,770 --> 00:10:14,810
+المجهز ولا لأ نمسكهم واحدة واحدة هنا هنا بدنا قيمة
+
+131
+00:10:14,810 --> 00:10:21,570
+ال F خلينا نبدأ ب G G هنا كده؟ 14 بالضبط فهنا 14
+
+132
+00:10:21,570 --> 00:10:29,560
+هنا 10هنا طبعا عشرة عشرة عشرة قطريا اربعتاشة
+
+133
+00:10:29,560 --> 00:10:36,360
+اربعتاش اربعتاش و fourteen تمام نبسك ال H ال H
+
+134
+00:10:36,360 --> 00:10:42,160
+طبعا هنعدهم بالنسبة لمن ل ال goal فنفترض هنا واحد
+
+135
+00:10:42,160 --> 00:10:47,900
+اتنين تلاتة اربعة خمسة صار عندك خمسين فإذا مجموع
+
+136
+00:10:47,900 --> 00:10:53,160
+ستينمجموع صار عندى ستين تمام اللى جنبها هنا واحد
+
+137
+00:10:53,160 --> 00:10:59,240
+اتنين تلاتة تلاتة معناته تلاتين مجموع اربعين هذا
+
+138
+00:10:59,240 --> 00:11:04,880
+طبعا هو ال F اللى بدنا نحكم من خلاله كويس هنا واحد
+
+139
+00:11:04,880 --> 00:11:11,960
+اتنين تلاتة اربعة خمسة ستة فعندي ستين اربعة سبعين
+
+140
+00:11:11,960 --> 00:11:18,350
+فإذا seventy fourلحظة هي الطريقة البسيطة طريقة
+
+141
+00:11:18,350 --> 00:11:20,550
+البسيطة ممكن واحد يقولي لأ أنا بده أعمله بطريقة
+
+142
+00:11:20,550 --> 00:11:23,950
+مختلفة شوية إيش بدك تعمل؟ يقولي واحد اتنين تلاتة
+
+143
+00:11:23,950 --> 00:11:30,410
+أربع خمسة فصارت كأنه خمسة و هنا واحد واحد و بده
+
+144
+00:11:30,410 --> 00:11:35,050
+أحسب ال water okay فاش مشكلة صارت كده؟ خمسة و
+
+145
+00:11:35,050 --> 00:11:41,380
+عشرين زائد واحد ستة و عشرين فجذر twenty sixممكن
+
+146
+00:11:41,380 --> 00:11:46,740
+لكن ل .. simplification للبساطة عشان نبسط الموضوع
+
+147
+00:11:46,740 --> 00:11:51,340
+لأ هنتعامل معاها ستة و خلاص هنتعامل معاها ستة فقط
+
+148
+00:11:51,340 --> 00:11:57,700
+للتبسيط لكن لما بدناياها more accurate ممكن أشتغل
+
+149
+00:11:57,700 --> 00:12:04,340
+على ال water على ال triangle كويس ناخد هذه واحد
+
+150
+00:12:04,340 --> 00:12:11,720
+اتنين تلاتة اربع خمسةصار عندى ستين هنا واحد اتنين
+
+151
+00:12:11,720 --> 00:12:18,520
+تلاتة اربعة هي ربعين اربعة
+
+152
+00:12:18,520 --> 00:12:21,800
+و خمسين نفس الكلام واحد اتنين تلاتة اربعة برضه
+
+153
+00:12:21,800 --> 00:12:29,580
+اربعين و اربعة و خمسين واحد اتنين تلاتة اربعة خمسة
+
+154
+00:12:29,580 --> 00:12:34,520
+هنا واحد اتنين تلاتة اربعة خمسة ستة
+
+155
+00:12:39,780 --> 00:12:47,000
+الان هدولة كلهم successors successors for what for
+
+156
+00:12:47,000 --> 00:12:51,580
+start tile for start tile فإذا لو قلنا هنا ل start
+
+157
+00:12:51,580 --> 00:13:00,340
+هيكون في عندى ابتداء من فوق اللي هي واحد اتنين او
+
+158
+00:13:00,340 --> 00:13:07,120
+اكتر عدده منفرض يكون تمانية خمسة ستة سبعة تمانية
+
+159
+00:13:09,380 --> 00:13:14,500
+واحد اتنين تلاتة اربع خمسة ستة سبعة تمانية
+
+160
+00:13:14,500 --> 00:13:21,960
+والتكلفتهم كانت تالي اربع وسبعين اتنين ستين تلاتة
+
+161
+00:13:21,960 --> 00:13:32,340
+اربع وخمسين ستين اربعين اربعين اربع وسبعين ستين
+
+162
+00:13:32,340 --> 00:13:37,480
+واربع وخمسين اخيرا فالان أصبحت كأنها tree as a
+
+163
+00:13:37,480 --> 00:13:43,630
+treeas a tree بتشوف the minimum cost بتحرك معها to
+
+164
+00:13:43,630 --> 00:13:46,570
+move with the minimum cost فإذا واضح ال minimum
+
+165
+00:13:46,570 --> 00:13:54,970
+cost هنا 40 صحيح فإذا مبدأيا الصح أني أتحرك بهذا
+
+166
+00:13:54,970 --> 00:13:55,550
+الاتجاه
+
+167
+00:14:00,900 --> 00:14:04,600
+الصح أننا نتحرك في هذه الاتجاه فبروح لمين؟ لـ 40
+
+168
+00:14:04,600 --> 00:14:09,720
+and ال 40 فإذا هي مبدأيا أول حركة اتحركناها الآن
+
+169
+00:14:09,720 --> 00:14:17,320
+the next step أنه أصبحت هذه هي بالنسبالنا ال
+
+170
+00:14:17,320 --> 00:14:20,380
+parent اللي بدنا نجيب ال successors تعونها بدنا
+
+171
+00:14:20,380 --> 00:14:23,520
+نتحرك و نجيب ال successors تعونها طيب عشان نجيب ال
+
+172
+00:14:23,520 --> 00:14:26,660
+successors تعونها أصبحت كأنه هي ال start الجديدة
+
+173
+00:14:26,660 --> 00:14:29,320
+فكل هذا خلصناه
+
+174
+00:14:32,470 --> 00:14:43,310
+و أصبحنا الآن هنا خلاص اتحركنا احنا الآن هنا تمام
+
+175
+00:14:43,310 --> 00:14:47,570
+الان من هنا برضه بدي اعيد نفس الكلام عشان اجيب ال
+
+176
+00:14:47,570 --> 00:14:50,510
+successors تبعوننا فال successors تبعوننا هكون
+
+177
+00:14:50,510 --> 00:14:58,030
+عندى هنا واحد اتنين تلاتة اربعلو افترض ان هنا one
+
+178
+00:14:58,030 --> 00:15:03,450
+two three four هذا مش هنعرف نرجعلها صحيح؟ graph
+
+179
+00:15:03,450 --> 00:15:07,650
+فصار عندي cycling اذا اتعملت معاها as a graph صار
+
+180
+00:15:07,650 --> 00:15:10,970
+عندي cycling معناته بروح و برجع في نفس ال two
+
+181
+00:15:10,970 --> 00:15:14,090
+tiles على نفس ال two tiles او البلطين جاعت بروح و
+
+182
+00:15:14,090 --> 00:15:19,820
+برجع بروح و برجع okay فإذا هنا نقدرانجسمها لحسب
+
+183
+00:15:19,820 --> 00:15:24,240
+الأرقام اللي عندي واحد اتنين تلاتة أربعة بدنا نجيب
+
+184
+00:15:24,240 --> 00:15:29,240
+ال cost لكل واحد منهم بنفس القالية تماما هي عندي H
+
+185
+00:15:29,240 --> 00:15:41,600
+F واللي هي summation of G وH هذا ال F تمام نمسك
+
+186
+00:15:41,600 --> 00:15:45,790
+واحدة واحدة واحدعشان الجي بين إفتعتها محتاج الجي،
+
+187
+00:15:45,790 --> 00:15:51,430
+الجي من هنا إلى الآن هنا، كداش؟ أربعة عشر، كداش
+
+188
+00:15:51,430 --> 00:15:56,870
+بعيدة؟ واحد، اتنين، تلاتة، أربعة، خمسة، فصار مجموع
+
+189
+00:15:56,870 --> 00:16:07,210
+أربعة وستين، أربعة وستين، تمام، الأتنين؟ عشرة، و
+
+190
+00:16:07,210 --> 00:16:11,090
+هنا واحد، اتنين، تلاتة، أربعة، خمسين
+
+191
+00:16:16,060 --> 00:16:24,040
+تحت عشرة و هنا واحد، اتنين، تلاتة، أربعة، برضه
+
+192
+00:16:24,040 --> 00:16:34,560
+خمسين، فده اللي هي رقم أربعة، تلاتة، اتنين،
+
+193
+00:16:34,560 --> 00:16:38,040
+تلاتة،
+
+194
+00:16:38,040 --> 00:16:38,880
+أربعة، خمسة
+
+195
+00:16:44,870 --> 00:16:50,990
+تمام فإذا واضح بدنا نروح مع اتنين او اربع، يا
+
+196
+00:16:50,990 --> 00:16:54,370
+اتنين يا اربع، واحنا قولنا في ال a star إذا كان في
+
+197
+00:16:54,370 --> 00:16:59,010
+عندي أكتر من cost متساوية okay بقدر أعمل branching
+
+198
+00:16:59,010 --> 00:17:04,420
+لأي واحد منهم، لأي هماطبعا واضح انه عندنا هنا سواء
+
+199
+00:17:04,420 --> 00:17:09,720
+اخترت الاتنين او اربعة هيمشي الحال مش هيكون فينا
+
+200
+00:17:09,720 --> 00:17:13,000
+مشكلة مش هيكون عندنا مشكلة هتواجهنا المشكلة احيانا
+
+201
+00:17:13,000 --> 00:17:17,440
+اذا كان اخترنا مثلا اربعة و ال wall تبعنا كان مكمل
+
+202
+00:17:17,440 --> 00:17:23,800
+هنا مسكر هاضطر انجل على التاني على التاني و طبعا
+
+203
+00:17:23,800 --> 00:17:27,740
+ال A star بال strategy تبعتها بال algorithm تبعها
+
+204
+00:17:27,740 --> 00:17:33,800
+بتسمحلي اني انتقل اني انتقل للي فوقبعكس الجريدي،
+
+205
+00:17:33,800 --> 00:17:37,080
+الجريدي كان فيها إشكالية و يمكن اللي حدر معناه
+
+206
+00:17:37,080 --> 00:17:40,380
+المرة اللي فاتت شفنا إنه في عنده مدنتين لاسي و
+
+207
+00:17:40,380 --> 00:17:43,700
+نيمت كان في عنده إشكالية بينهم فصار عملية cycling
+
+208
+00:17:43,700 --> 00:17:46,680
+بدون ما يعرف إنه لأ هو كان لازم يغادر المنطقة دي
+
+209
+00:17:46,680 --> 00:17:51,690
+كلها و يشوفهSuccessor في ال level قبله عشان
+
+210
+00:17:51,690 --> 00:17:55,750
+يتجنبها فالان بهذا الشكل قدرنا نقول يا اتنين يا
+
+211
+00:17:55,750 --> 00:18:00,310
+اربع لو افترضنا نروح للاتنين فنفس الكلام معنا ذلك
+
+212
+00:18:00,310 --> 00:18:04,910
+انه بده ينتقل خلصنا اخدنا القرار ال decision تبعنا
+
+213
+00:18:04,910 --> 00:18:10,750
+اخدناه انه انتقلنا من هنا لهنا اصبحتنا هنا فالمبدأ
+
+214
+00:18:10,750 --> 00:18:16,100
+هنا بدنا نحط اسهم حركة كيف بده يتحرك ال robotطيب
+
+215
+00:18:16,100 --> 00:18:21,080
+هنا في عندي مجال أروح لواحد لجديدة أو خلّيني
+
+216
+00:18:21,080 --> 00:18:29,000
+أسميها a,b,c a و b و c أنا موجود الآن هنا okay
+
+217
+00:18:29,000 --> 00:18:34,560
+مبدأيا مدى في عندي هنا حاجز أو wall بقدرش أنتقل
+
+218
+00:18:34,560 --> 00:18:40,560
+لقطر اللي هنا لأن هذا هيكون مجرد انتقالي عشان أصل
+
+219
+00:18:40,560 --> 00:18:44,890
+هنا لازم أمر من خلال بيخلاص مادة من خلال ال B فما
+
+220
+00:18:44,890 --> 00:18:48,590
+إذا الواضح أنه لازم نروح ل B لابد نروح ل B فإذا
+
+221
+00:18:48,590 --> 00:18:53,550
+نفس الفكرة بنشتغلها فده هتكون عندي عشرة عشرة أربعة
+
+222
+00:18:53,550 --> 00:18:56,470
+عشر and so on هنا هنقول واحد اتنين تلاتة أربعة
+
+223
+00:18:56,470 --> 00:19:00,150
+خمسة هتكون هنا عندي خمسين و هنا عندي ستين هنا واحد
+
+224
+00:19:00,150 --> 00:19:05,220
+اتنين تلاتة أربعة خمسة هيكون عندي خمسين ففي هذه
+
+225
+00:19:05,220 --> 00:19:09,160
+الحالة مظبوط هيك ايه؟ واحد اتنين تلاتة اربعة خمسة
+
+226
+00:19:09,160 --> 00:19:13,400
+مظبوط وهنا واحد اتنين تلاتة اربعة خمسة مظبوط تمام
+
+227
+00:19:13,400 --> 00:19:17,240
+فصار عندى هنا في الحالة هذه اما الستين هنا او
+
+228
+00:19:17,240 --> 00:19:21,000
+الستين هنا او الاربعة وسبعين فطبعا هذه هتكون
+
+229
+00:19:21,000 --> 00:19:24,920
+مرفوضة تماماهتكون بشكل كامل مرفوض صار في عندي مجال
+
+230
+00:19:24,920 --> 00:19:29,820
+اما ال C او ال B طبعا لو مشينا مع ال C هنجد انه
+
+231
+00:19:29,820 --> 00:19:35,820
+بعد مستوى معين هضطر ارجع تاني ليش هرجع تاني هرجع
+
+232
+00:19:35,820 --> 00:19:40,500
+تاني بكل بساطة لان انا لازم اكون مخزن جميع ال
+
+233
+00:19:40,500 --> 00:19:44,080
+leaves اللي موجودة عندي كقيم فجميع ال leaves اللي
+
+234
+00:19:44,080 --> 00:19:49,160
+موجودة عندي رغم ان انا حطيت هنا القيم ك total cost
+
+235
+00:19:49,160 --> 00:19:54,190
+لكل واحدة منهمهنا لكن مش هنسى ال total cost للي
+
+236
+00:19:54,190 --> 00:19:57,450
+فوق كمان بمجرد ما الاجى ان ال cost أقل للي فوق لأ
+
+237
+00:19:57,450 --> 00:20:00,670
+انا هسيب هنا و هنتقل للي فوق وهذا بالظبط اللي
+
+238
+00:20:00,670 --> 00:20:04,430
+عملنا لما اتحركنا مع ال A star في ال roadmap
+
+239
+00:20:04,430 --> 00:20:08,820
+المحاضرة السابقةعملناها بهذا الشكل فوجدنا إنه لأ
+
+240
+00:20:08,820 --> 00:20:12,520
+إذا ال total total cost في ال level اللي جابله أقل
+
+241
+00:20:12,520 --> 00:20:16,660
+كنا نضطر نروح نرجع للأقل دائما فمعنى ذلك إنه مش
+
+242
+00:20:16,660 --> 00:20:20,120
+معنى إن أنا روحت ل depth أعلى إنه خلاص أنا نسيت
+
+243
+00:20:20,120 --> 00:20:23,240
+السابق، لأ مانساش السابق، مانساش السابق فكله بيضال
+
+244
+00:20:23,240 --> 00:20:27,880
+محفوظ وهذا يمكن أحد إشكاليات ال time complexity أو
+
+245
+00:20:27,880 --> 00:20:30,360
+ال space عفوا ال space complexity فال space
+
+246
+00:20:30,360 --> 00:20:32,980
+complexity دي ال time احنا ماعرفناش نحللها إشي ال
+
+247
+00:20:32,980 --> 00:20:36,360
+time دلت لعلاقة بال algorithm نفسهلكن ال space
+
+248
+00:20:36,360 --> 00:20:40,740
+complexity دلت واسعة هنا لإن أنا هضل مخزن جميع
+
+249
+00:20:40,740 --> 00:20:43,620
+القيم السابقة، لابد من تخزين جميع القيم السابقة
+
+250
+00:20:43,620 --> 00:20:47,560
+إذا بدنا نحصل على ال performance الأفضل، احنا قلنا
+
+251
+00:20:47,560 --> 00:20:49,940
+compromise، أنا في عندي cost و في عندي
+
+252
+00:20:49,940 --> 00:20:53,240
+performance، و كل ال parameters في حياتنا إما
+
+253
+00:20:53,240 --> 00:20:56,040
+بصنفها هنا أو هنا، يا ما بتعملها maximize أو
+
+254
+00:20:56,040 --> 00:20:58,820
+بتعملها minimize، كل حياتنا هيك، compromise بين
+
+255
+00:20:58,820 --> 00:21:02,320
+مجموعة أشياء ممكن أسميها cost و مجموعة أشياء ممكن
+
+256
+00:21:02,320 --> 00:21:08,700
+أسميها performanceOkay فهذه فكرتها بكل بساطة هنجد
+
+257
+00:21:08,700 --> 00:21:12,580
+أنه حتى لو اتحركنا في هذا الاتجاه، هنضطر لاحقا أن
+
+258
+00:21:12,580 --> 00:21:15,100
+نقول أنه والله معناته أنا ممكن أتحرك هنا هنا هنا
+
+259
+00:21:15,100 --> 00:21:19,200
+هنا فبدي أضطر أروح عمل من هنا و أتحرك في هذه ..
+
+260
+00:21:19,200 --> 00:21:23,560
+هذا الاتجاه فحق أجد أنه لأ مضطر أطلع بهذا الشكل ..
+
+261
+00:21:23,560 --> 00:21:29,240
+بهذا الشكل هنا طبعا هضطر برضه أتحرك بهذا الشكلليش؟
+
+262
+00:21:29,240 --> 00:21:33,340
+لأن ال wall هيحكمنا الان من هنا برضه مع مين بدي
+
+263
+00:21:33,340 --> 00:21:36,420
+اتحرك عندي واحد اتنين عندي تلاتة لو افترض ان احنا
+
+264
+00:21:36,420 --> 00:21:40,500
+فعلا أصبحنا هنا ال successor الأنسب عندي واحد
+
+265
+00:21:40,500 --> 00:21:48,260
+اتنين تلاتة نفترض ان او خلينا نسميهم x y و z ناخد
+
+266
+00:21:48,260 --> 00:21:53,760
+أسماء مختلفة نغير هنا هنلاقي ان في عندي عشرة هنا
+
+267
+00:21:53,760 --> 00:21:57,720
+هنلاقي عندي عشرة و هنا عندي أربعة عشر هنا في عندي
+
+268
+00:21:57,720 --> 00:22:03,230
+أربعة عشرصحيح أنه أربعتاشر هنا في عندي واحد اتنين
+
+269
+00:22:03,230 --> 00:22:07,950
+في عندي عشرين فهذه صار مجموع تلاتين لزد هنا عندي
+
+270
+00:22:07,950 --> 00:22:14,130
+مجموع أربعة وعشرين ل X و ل Y هيكون في عندي هنا
+
+271
+00:22:14,130 --> 00:22:19,670
+عشرة فبرضه عندي أربعة وعشرين ل Y صار عندي مجال هنا
+
+272
+00:22:19,670 --> 00:22:24,650
+أو هنا بمشي الحل سواء انتحرك انتقلنا هنا و بعدين
+
+273
+00:22:24,650 --> 00:22:28,650
+هنتقل هيك أو بتحرك هنا و بعدين بنزل هيكفكلهما
+
+274
+00:22:28,650 --> 00:22:31,930
+هيمشي فإذا في مجال أتحرك بهذا الشكل أو في مجال
+
+275
+00:22:31,930 --> 00:22:37,290
+أتحرك بهذا الشكل تمام فهذه هي حركة ال robot هتكون
+
+276
+00:22:37,290 --> 00:22:42,770
+كحل أمثل أو ك optimal path ال optimal path تبعنا
+
+277
+00:22:42,770 --> 00:22:48,590
+تمام هي بشكل أساسي عملية الشرح كيف تمت وكيف نمحي
+
+278
+00:22:48,590 --> 00:22:55,710
+ال path اللي اشتغلناها هي
+
+279
+00:22:55,710 --> 00:23:02,100
+بشكل أساسي زي ما شرحناالحالة بتاعتنا هي برضه القيم
+
+280
+00:23:02,100 --> 00:23:05,840
+المبدئية حوالين ال start عشان من خلالها أعرف أنه
+
+281
+00:23:05,840 --> 00:23:11,300
+أنا والله فعلا في عندى الأربعين هي الأفضل فمعنادلك
+
+282
+00:23:11,300 --> 00:23:15,180
+هروح للأربعين أتحرك على الأربعين طبعا من الأربعين
+
+283
+00:23:15,180 --> 00:23:21,220
+ال heuristic هنا مش هتتغير هدى و هدى مش هيتغيروا ك
+
+284
+00:23:21,220 --> 00:23:24,900
+heuristic data لكن هتتغير معانا مين؟ هتتغير معانا
+
+285
+00:23:24,900 --> 00:23:30,140
+ال Gال G هتتغير معانا لإنه صرت بدل ما بحسب بالنسبة
+
+286
+00:23:30,140 --> 00:23:33,140
+ل ال start لإن أنا بحسب صرت بالنسبة ل ال tile
+
+287
+00:23:33,140 --> 00:23:37,500
+الأولى بعدها ال tile الأولى اللي بعدها تمام okay
+
+288
+00:23:37,500 --> 00:23:42,040
+فهنا طبعا نتحرك كخطوة أخرى وهد برضه شرحناهم و
+
+289
+00:23:42,040 --> 00:23:46,280
+اتكلمنا عنهم اللي هم ال level التاني كان في عندي
+
+290
+00:23:46,280 --> 00:23:51,860
+فعلا اربعة و ستين خمسين اربعة و ستين تحت و خمسين
+
+291
+00:23:51,860 --> 00:23:57,450
+فصار في إمكان اتحرك مع اتنينأو اربعة اتنين او
+
+292
+00:23:57,450 --> 00:24:02,030
+اربعة okay and so on طبعا زي ما قلنا نقدر نتحرك
+
+293
+00:24:02,030 --> 00:24:05,830
+هنا صار في عندي مجال لاتنين بالضبط زي ما شرحنا
+
+294
+00:24:05,830 --> 00:24:09,310
+تماما و صار في عندي مجال اما اجي هنا او اتحرك هنا
+
+295
+00:24:09,310 --> 00:24:13,270
+كلاهما بمشي الحال لكن في الآخر هاجد انه انا هتحرك
+
+296
+00:24:13,270 --> 00:24:17,710
+بهذا الشكل و بعدين هرجع تاني هيك او لأ اكمل مباشرة
+
+297
+00:24:17,710 --> 00:24:21,910
+هذا طبعا بعد ما تكتمل ال path كله عشان نشوف مين
+
+298
+00:24:21,910 --> 00:24:29,190
+افضل path ممكنتمام مثال اخر كمثال اخر هفترض ان فيه
+
+299
+00:24:29,190 --> 00:24:34,190
+اندي برضه مجموعة ال nodes وعندي ال cost للانتقال
+
+300
+00:24:34,190 --> 00:24:39,330
+من node الى node بهذا الشكل اللي احنا شايفينه من S
+
+301
+00:24:39,330 --> 00:24:49,250
+او start ل G او goal وبدنا ننتقل من الى okay ال S
+
+302
+00:24:49,250 --> 00:24:57,100
+دي هتنتقل بين A وBثم في عندي C ثم G هناك أعطاني
+
+303
+00:24:57,100 --> 00:25:01,720
+جدول الـ heuristic data أو ال state space graph
+
+304
+00:25:01,720 --> 00:25:06,920
+تمام نبدأ نشتغل من خلالها الواضح تماما أنه بدي
+
+305
+00:25:06,920 --> 00:25:10,960
+أبدأ من start S
+
+306
+00:25:10,960 --> 00:25:14,840
+عشان أنتقل S إيش ال successors المناسبين أو
+
+307
+00:25:14,840 --> 00:25:21,680
+الممكنين لها A و B فممكن أروح ل A بقى و نعملها
+
+308
+00:25:21,680 --> 00:25:22,800
+داخل دائرة أفضل
+
+309
+00:25:25,940 --> 00:25:35,120
+أو B طيب جدش فعليًا هتكلفني حقيقي جي كجي هتكلفني
+
+310
+00:25:35,120 --> 00:25:41,080
+فعليًا واحد و هناك هتكلفني أربعة طيب ال A star
+
+311
+00:25:41,080 --> 00:25:44,780
+يعني بتتعاملش مع جي لحالها بتتعامل مع H كمان فإذا
+
+312
+00:25:44,780 --> 00:25:51,020
+بدي أروح لل A جدش ال H تاعتها ستة فإذا ال plus ستة
+
+313
+00:25:51,020 --> 00:25:58,370
+عشان يكون عندي total costسبعة .. سبعة .. طيب ال B
+
+314
+00:25:58,370 --> 00:26:06,070
+.. ال B اتنين فإذا ال total خلاص بتهيألي بيّنت من
+
+315
+00:26:06,070 --> 00:26:09,230
+الأفضل بين من كلاهما لازم أروح ل B فإذا ال
+
+316
+00:26:09,230 --> 00:26:14,850
+automatic بدي أتحرك أجانب B تمام من B بدنا نعمل
+
+317
+00:26:14,850 --> 00:26:21,360
+الآن مجموعة ال successors ل B هاي B مافيش الا Cحسب
+
+318
+00:26:21,360 --> 00:26:24,540
+ال directional graph تبعنا هذا في directional
+
+319
+00:26:24,540 --> 00:26:31,600
+graph فإذا مضطرين نروح لمين لل C طيب C انتقلنا من
+
+320
+00:26:31,600 --> 00:26:38,640
+B ل C قيمته 2 زائد ال heuristic ل C 1 طبعا ده ناخد
+
+321
+00:26:38,640 --> 00:26:44,980
+بالنا أنه الآن زائد 1 ناخد بالنا من شغلة مهمة من
+
+322
+00:26:44,980 --> 00:26:51,500
+كتير مهمة لازمنركز فيها اتنين هذه هي الانتقال من C
+
+323
+00:26:51,500 --> 00:27:00,040
+بين C و B مش من ال start و احنا قولنا G هي تساوي
+
+324
+00:27:00,040 --> 00:27:07,940
+from start to in او ال node اللي انا موجود عندها
+
+325
+00:27:07,940 --> 00:27:12,460
+انا موجود عند C انا فعليا الان حطيت اتنين اتنين
+
+326
+00:27:12,460 --> 00:27:20,580
+فعليا هي انتقال B ل C و ليست startلـ C ف start ل C
+
+327
+00:27:20,580 --> 00:27:26,720
+معناته بده أقول أربعة زائد اتنين مش هيك صار إيش
+
+328
+00:27:26,720 --> 00:27:33,540
+ستة أصبح total ستة ناخد بالنا من هذا النقطة أنا
+
+329
+00:27:33,540 --> 00:27:38,320
+باخدش الرقم هذا وبسكت لأ من ال start لل C through
+
+330
+00:27:38,320 --> 00:27:45,560
+B فهتكون بهذا الشكلأربعة زائد اتنين أربعة زائد
+
+331
+00:27:45,560 --> 00:27:50,460
+اتنين فصارت ستة صار عند هنا مجموع سبعة و هنا سبعة
+
+332
+00:27:50,460 --> 00:27:56,040
+لنا الحرية يا نكمل هنا يا ننتقل هنا و نعمل
+
+333
+00:27:56,040 --> 00:28:01,220
+successors لل A زي ما بدنا ممكن نشتغل هيك او نشتغل
+
+334
+00:28:01,220 --> 00:28:07,120
+هيك خليني نكمل هنا مع ال C ال successor اللي ممكن
+
+335
+00:28:07,120 --> 00:28:15,360
+اقيله هي ال G بسفهو ال goal خلاص انتقلنا ل G جداش
+
+336
+00:28:15,360 --> 00:28:24,920
+عندي فعليا ال G تلاتة زائد اتنين زائد اربعة اللي
+
+337
+00:28:24,920 --> 00:28:34,400
+هو جداش تسعة تسعة اكيد طبعا ال H ايش صفر انا وصلت
+
+338
+00:28:35,390 --> 00:28:40,110
+انا فعلا وصلت انا هنا خلصنا فهنا صارت ايش تسعة
+
+339
+00:28:40,110 --> 00:28:47,250
+فهذه ال cost للانتقال عبر ال path S B C G كلفني
+
+340
+00:28:47,250 --> 00:28:51,690
+تسعة طيب هنا بيقول ليا لأ انا عندي لسه سبعة
+
+341
+00:28:52,570 --> 00:28:55,510
+فللأمانة جديرة بالمحاولة أن نروح نعمل branching
+
+342
+00:28:55,510 --> 00:29:00,870
+هنا بلكي إجا حل أفضل من التسعة يعني لو إجاني هنا
+
+343
+00:29:00,870 --> 00:29:07,570
+تمانية أو سبعة و نص أو تسعة إلا 0.1 فهو أفضل فهو
+
+344
+00:29:07,570 --> 00:29:11,650
+optimal صار عندى، كويس عشانك هنضطر نرجع على مين؟
+
+345
+00:29:11,650 --> 00:29:17,050
+لل A و نكمل مع ايه؟ A عشان أكمل معها عندى .. عندى
+
+346
+00:29:17,050 --> 00:29:25,510
+يا B يا Cيا جي مباشرة، بالضبط، يا إما جي جي في خط
+
+347
+00:29:25,510 --> 00:29:31,870
+لجي، فهي جي، هي ال C وهي ال B نبدأهم واحدة واحدة،
+
+348
+00:29:31,870 --> 00:29:34,550
+للجي على اعتبار أنه أسهل وهي بتوصل على طول لل goal
+
+349
+00:29:34,550 --> 00:29:44,890
+مباشرة، 12 صار total 1 زائد 12، 13 زائد طبعا صفر
+
+350
+00:29:44,890 --> 00:29:47,690
+اللي هي تاعة ال heuristic مدام أنا وصلت لل goal،
+
+351
+00:29:47,690 --> 00:29:48,450
+فهنا صار 13
+
+352
+00:29:51,530 --> 00:29:56,190
+أكيد مرفوض لأنه في حل أحسن منه في أبو التسعة أحسن
+
+353
+00:29:56,190 --> 00:30:02,730
+منه مبدأيا هذا مش هخزنه مكان الحل هذا أنا في
+
+354
+00:30:02,730 --> 00:30:06,210
+النهاية بتعامل مع ال a star هي depth بالأساس depth
+
+355
+00:30:06,210 --> 00:30:10,910
+search أو depth first search فإذا هتظل الحل هو
+
+356
+00:30:10,910 --> 00:30:14,810
+لتسعة في صالح التسعة في صالح ال path هذا كويس لكن
+
+357
+00:30:14,810 --> 00:30:20,750
+ما زلنا هنا هدول إذازادوا عن التسعة ال cost
+
+358
+00:30:20,750 --> 00:30:24,850
+بتاعتهم مافيش داعي أدور على ال successors لكن إذا
+
+359
+00:30:24,850 --> 00:30:29,990
+أقل من تسعة يستحقوا أن نكمل معاهم هاتوا نشوف جديش
+
+360
+00:30:29,990 --> 00:30:34,030
+ممكن يطلعوا أكتر من تسعة و بيريحونا نشوف نبدأ مع
+
+361
+00:30:34,030 --> 00:30:39,250
+ال B ال B صار عندي واحد واحد هنا و اتنين ففي عندي
+
+362
+00:30:39,250 --> 00:30:42,170
+مجموع تلاتة ال B جديش ال heuristic بتاعتها اتنين
+
+363
+00:30:45,630 --> 00:30:50,330
+ال heuristic بتاعتها هناك أصبحت قيمتها اتنين تمام
+
+364
+00:30:50,330 --> 00:30:55,250
+فإذا واحد زاد مظبوط تلاتة و ال ال B حسب هناك اتنين
+
+365
+00:30:55,250 --> 00:31:00,250
+فصار هنا مجموع خمسة مجموع
+
+366
+00:31:00,250 --> 00:31:04,430
+خمسة تمام أكيد خمسة معناته بتقول لي أنا لأ ممكن
+
+367
+00:31:04,430 --> 00:31:09,560
+أعطيك أفضل ممكن أعطيك أفضل طيب ال Cالـ C 1 زائد
+
+368
+00:31:09,560 --> 00:31:17,860
+خمسة ستة زائد جدش ال heuristic ال C 1 صار هنا عندي
+
+369
+00:31:17,860 --> 00:31:24,270
+سبعةطرحلنا سبعة okay كلاهما لسه ممكن نتحرك فيهم
+
+370
+00:31:24,270 --> 00:31:28,050
+معناته معناه ذلك ان كلاهما بقدر أتحرك فيه C شوية
+
+371
+00:31:28,050 --> 00:31:32,950
+أقرب ل G فممكن نروح معاه نروح معاه و نشوف شو بدي
+
+372
+00:31:32,950 --> 00:31:37,530
+يصير معناه لأنه مباشرة هدى هتروح لمين لل G طيب
+
+373
+00:31:37,530 --> 00:31:48,010
+نمسك ال path S A C G S A C G كدش ال cost تبعته
+
+374
+00:31:48,010 --> 00:31:55,250
+واحد ستةتسعة شك صار عندي هنا أربعة وتسعة صار عندي
+
+375
+00:31:55,250 --> 00:31:58,670
+مجموع تسعة زائد طبعا صفر لأن ال heuristic zero
+
+376
+00:31:58,670 --> 00:32:04,930
+فبرضه طلعتني تسعة okay هنا إلنا خيار إما نستبدل
+
+377
+00:32:04,930 --> 00:32:08,470
+هذا بهذا أو نخليه زي ما هو أما الأتنين alternative
+
+378
+00:32:08,470 --> 00:32:14,650
+solution بسميها أو حل بديل فهم كلاهم الآن لبعض حل
+
+379
+00:32:14,650 --> 00:32:20,620
+بديل لكن هذا الكلام إذا هنا فشلهنا لسه إله كلام،
+
+380
+00:32:20,620 --> 00:32:24,660
+هنا مازال بيقول أنا موجود، ليش أنا موجود؟ لأنه
+
+381
+00:32:24,660 --> 00:32:28,980
+قيمته أقل من ال solution، solution cost، تمام،
+
+382
+00:32:28,980 --> 00:32:32,900
+معناته بدنا نمسك B، هتنعمل branching لها، مالهاش
+
+383
+00:32:32,900 --> 00:32:37,820
+إلا ال C، مافيش إلا إنها تروح لل C، طيب، عشان تيجي
+
+384
+00:32:37,820 --> 00:32:42,400
+على ال C، صار ان دي ال path تبعنا بهذا الشكل
+
+385
+00:32:45,140 --> 00:32:53,220
+واحد تلاتة خمسة okay صار عندى خمسة زائد قداش زائد
+
+386
+00:32:53,220 --> 00:32:59,440
+C واحد زائد واحد أصبح مجموعة عندى ستة لعندي الأهم
+
+387
+00:32:59,440 --> 00:33:04,060
+أفضلحتى الآن بمعنى ان هي جاديرة ان نكمل لأن ال
+
+388
+00:33:04,060 --> 00:33:08,300
+cost أقل من الحل اللي متخزن عندى .. اللي متخزن
+
+389
+00:33:08,300 --> 00:33:13,300
+عندى فإذا بنكمل ال C وين عندها successors؟ مافيش
+
+390
+00:33:13,300 --> 00:33:20,640
+الا ال G هتنشوف عند ال G بنكمل عند ال G صار عندى
+
+391
+00:33:20,640 --> 00:33:23,760
+واحد، تلاتة، خمسة، تمانية
+
+392
+00:33:26,760 --> 00:33:31,140
+زاد الصفر فصار هنا تمانية أكيد جبّت كل الحلول هذه
+
+393
+00:33:31,140 --> 00:33:36,160
+فهذا صار مرفوض و هذا مرفوض و أصبح الحل ال optimal
+
+394
+00:33:36,160 --> 00:33:48,780
+هو هذا اللي هو إيه؟ ال path هذا S A B C G فهي ال
+
+395
+00:33:48,780 --> 00:33:52,540
+optimal solution ال cost بتساوي تمانية
+
+396
+00:33:54,850 --> 00:33:56,930
+ال cost في الحالة دي بتساوي تمامًا، فهذا ال
+
+397
+00:33:56,930 --> 00:34:00,790
+optimal solution في هيك حالة، في هيك حالة، تمام؟
+
+398
+00:34:00,790 --> 00:34:03,810
+هاي ال strategy اللي احنا اتبعناها الآن في طريقة
+
+399
+00:34:03,810 --> 00:34:08,670
+الحل هي ال A star، هي ال A star و اللي بتاخد بعين
+
+400
+00:34:08,670 --> 00:34:15,930
+الاعتبار كده، ال Fاللي هي متكونة من G و H G و H و
+
+401
+00:34:15,930 --> 00:34:18,410
+فعلا الاتنين هم مكملات لبعض لما اتكلم عن ال G
+
+402
+00:34:18,410 --> 00:34:22,250
+معناه ذلك ان هي ال cost لو انا ال node اللي بحسب
+
+403
+00:34:22,250 --> 00:34:27,550
+عندها بين ال start لل node هى دى ال node in و ال H
+
+404
+00:34:27,550 --> 00:34:34,750
+بين ال node in و ال goal بالضبط تمام فهي ال كل
+
+405
+00:34:34,750 --> 00:34:38,050
+الشغل اللي احنا عملناه بدأنا ب7 و 2 فهي عندنا 7 و
+
+406
+00:34:38,050 --> 00:34:38,330
+2
+
+407
+00:34:41,300 --> 00:34:44,100
+ستة .. عفوا .. ستة و سبعة فهي ستة و سبعة مجموع
+
+408
+00:34:44,100 --> 00:34:49,300
+خلتنا نروح مع ال .. ال C ثم ال G اللي عطاتني تسعة
+
+409
+00:34:49,300 --> 00:34:52,740
+و بعدين قولنا لأ هنا فيه ما زالت ال .. ال .. ال ..
+
+410
+00:34:52,740 --> 00:34:56,640
+ك term total term هو عبارة عن سبعة فهو أقل هذا
+
+411
+00:34:56,640 --> 00:34:59,840
+بيوحي أنه لأ ممكن .. ممكن ها و يمكن مايطلعش بس
+
+412
+00:34:59,840 --> 00:35:03,940
+ممكن يكون في حل أحسن جدير بالمحاولة ففعلا جسمنا
+
+413
+00:35:03,940 --> 00:35:08,020
+عشان نروح نجيبالـ G اللي كانت بـ 13 وهذه كانت
+
+414
+00:35:08,020 --> 00:35:11,980
+مرفوضة من أولها مرفوضة لأنه في حل أصلا أحسن منها
+
+415
+00:35:11,980 --> 00:35:16,660
+بعدين كملنا مع ال C عشان نروح للـ G و اللي أعطتني
+
+416
+00:35:16,660 --> 00:35:22,880
+total هنا بعد من ال C لل H ب 8 هذي هيك مظبوط اه
+
+417
+00:35:22,880 --> 00:35:26,140
+احنا أخدنا ال branch هذي جابل هذا يعني معكوسين ال
+
+418
+00:35:26,140 --> 00:35:30,000
+two branches هذول معكوسين تمام كملنا بعدين ل ال C
+
+419
+00:35:30,000 --> 00:35:32,960
+اللي هي أعطتني التسعة فهي التسعة وهي التمانية
+
+420
+00:35:33,840 --> 00:35:38,200
+التسعة و التمن تمام فإذا هذا هي الحل بشكل أساسي
+
+421
+00:35:38,200 --> 00:35:42,460
+تمام الحقيقة
+
+422
+00:35:42,460 --> 00:35:50,120
+الحل هذا مناسب لما يكون أنا فعليا المسألة بسيطة و
+
+423
+00:35:50,120 --> 00:35:53,100
+جادر أتحرك فيها جادرين أتحرك فيها و عندي heuristic
+
+424
+00:35:53,100 --> 00:35:56,720
+واضحة عنده heuristic واضحة بس مش بضروري أعمل ال
+
+425
+00:35:56,720 --> 00:35:59,500
+heuristic هذا عندي واضحة أنه عندي ال H وعندي ال G
+
+426
+00:35:59,500 --> 00:36:03,280
+وعندي .. يمكن تكون هي عبارة عن function و بسبمعنى
+
+427
+00:36:03,280 --> 00:36:08,540
+إنه لازم الحل يكون قادر إنه يشتغلنا على function F
+
+428
+00:36:08,540 --> 00:36:13,220
+of X و F of X هذا يقولّك بدنا الحل طبعها، إيش يعني
+
+429
+00:36:13,220 --> 00:36:18,820
+بدنا حلها؟ معناته، بدي أفضل قيمة إلها، و أفضل قيمة
+
+430
+00:36:18,820 --> 00:36:23,960
+مالهاش إلا معناين، أحد معناين، يا إما maximum يا
+
+431
+00:36:23,960 --> 00:36:28,780
+minimum فإذا ال function هذه لواحدة من الدوال
+
+432
+00:36:28,780 --> 00:36:35,660
+الكتيرة اللي خاصة بمين بال performanceربح، عوائد
+
+433
+00:36:35,660 --> 00:36:40,840
+مالية، تميز، كل هذه بتنحط كلها في package بسميها
+
+434
+00:36:40,840 --> 00:36:44,420
+ال performance فمعنى ذلك بدي أعمل لها maximize
+
+435
+00:36:47,480 --> 00:36:50,400
+طيب أما إذا كانت ال function هذه هي تعبّر عن شغلة
+
+436
+00:36:50,400 --> 00:36:56,740
+من شغلات ال cost التكلفة ال energy used الحاجات
+
+437
+00:36:56,740 --> 00:36:59,420
+هذه اللي أنا لأ بدي أحافظ عليها أقل ما يمكن اللي
+
+438
+00:36:59,420 --> 00:37:02,620
+هي الطاقة المستهلكة مثلا كل هذه إذا ال function
+
+439
+00:37:02,620 --> 00:37:05,940
+هذه تعبّر عن واحدة من هذه ال terms اللي بتنحط مع
+
+440
+00:37:05,940 --> 00:37:09,520
+سلة ال cost تكلفة معناته بحاول أدورلها على
+
+441
+00:37:09,520 --> 00:37:14,770
+minimizedأدور على الـ minimized value اللي هي الـ
+
+442
+00:37:14,770 --> 00:37:18,630
+optimal بس ال optimal هنا بتاخد المعنى هنا optimal
+
+443
+00:37:18,630 --> 00:37:21,910
+معناته ان هي يا maximum يا minimum وعشان هيك in
+
+444
+00:37:21,910 --> 00:37:25,130
+general احنا بسميها optimal وخلاص بغض النظر أنا
+
+445
+00:37:25,130 --> 00:37:28,930
+بدور على maximum ولا بدور على minimum ناخد في
+
+446
+00:37:28,930 --> 00:37:32,450
+بالنا ان انتوا زمان في ال calculus كنتوا تحلوها
+
+447
+00:37:32,450 --> 00:37:36,270
+باستخدام ال derivative مش هيك كنتوا تجيبوا first
+
+448
+00:37:36,270 --> 00:37:41,050
+derivative و equal to zero و تقولوا هديoptimal لأ
+
+449
+00:37:41,050 --> 00:37:44,230
+بنفعش نقول optimal هنا بنسميها stationary point
+
+450
+00:37:44,230 --> 00:37:48,070
+stationary point إيش يعني stationary point بمعنى
+
+451
+00:37:48,070 --> 00:37:51,590
+إنه هي ممكن إلها تلت احتمالات مش احتمالين زي ما
+
+452
+00:37:51,590 --> 00:37:54,170
+كنا بدنا ياها لل optimal optimal احتمالين يا
+
+453
+00:37:54,170 --> 00:37:57,650
+maximum يا minimum okay بضغط إذا هي فعلا optimal
+
+454
+00:37:57,650 --> 00:38:01,590
+بفهم إنه هي يا maximum يا minimum فهي حل انتهى لكن
+
+455
+00:38:01,590 --> 00:38:04,690
+لما بقول stationary point هي يا maximum يا minimum
+
+456
+00:38:04,690 --> 00:38:10,060
+يا inflection pointinfliction point او subtle
+
+457
+00:38:10,060 --> 00:38:14,000
+point اذا كان بشتغل فيه 2D فاكثر two dimension او
+
+458
+00:38:14,000 --> 00:38:19,900
+اكتر فبتصير مختلفة هنا وهذه بتبطل optimal ليش لأن
+
+459
+00:38:19,900 --> 00:38:22,660
+هذه النقطة زي هذه هي لا maximum ولا minimum هذه
+
+460
+00:38:22,660 --> 00:38:25,360
+فعليا لا هي maximum ولا هي minimum وان بشوفها
+
+461
+00:38:25,360 --> 00:38:29,180
+بشوفها في كتير functions اهم ال functions اللي
+
+462
+00:38:29,180 --> 00:38:33,100
+بتبين فيها هيك function او هيك دالة او هيك
+
+463
+00:38:33,100 --> 00:38:35,780
+behavior حقيقة هي
+
+464
+00:38:41,610 --> 00:38:48,930
+x تكعيب okay اعملولها derivative تلاتة x تربيع
+
+465
+00:38:48,930 --> 00:38:52,690
+equal to zero معناته عند الصفر يعني مبدأيا المفروض
+
+466
+00:38:52,690 --> 00:38:56,950
+انه في نقطة stationary بقولش optimal عند الصفر هنا
+
+467
+00:38:56,950 --> 00:39:01,050
+هذه الحقيقة لا هي maximum ولا هي minimum هي نقطة
+
+468
+00:39:01,050 --> 00:39:08,030
+انقلاب لحظة ماشية هيك فجأة جلبت هيكمش هو اللي
+
+469
+00:39:08,030 --> 00:39:11,590
+جلبته حقيقة لاحظوا ال behavior هذي تطلع عليها لو
+
+470
+00:39:11,590 --> 00:39:19,710
+أنا بدأ أكمل بنفس ال behavior هذي هي
+
+471
+00:39:19,710 --> 00:39:25,730
+خلصت ماشتغلتش في القوس هذا اللي اسمه concave محدب
+
+472
+00:39:25,730 --> 00:39:32,430
+لأ هي جلبت من محدب لإيش ل behavior مقعر اللي هو
+
+473
+00:39:32,430 --> 00:39:37,160
+convex عشان هي اسمها نقطة انقلابنقطة انقلب ال
+
+474
+00:39:37,160 --> 00:39:41,100
+behavior تعرفها اختلفت من حالة لحالة تماما مختلفة
+
+475
+00:39:41,100 --> 00:39:44,380
+طيب المسائل اللي زي هذه كيف بقدر اتعامل معاها
+
+476
+00:39:44,380 --> 00:39:48,820
+الحقيقة الطرق التقليدية البسيطة هذه زي ال A star و
+
+477
+00:39:48,820 --> 00:39:53,100
+ال grade و ال هدى شوية هتلاقي صعوبة في التعامل
+
+478
+00:39:53,100 --> 00:39:56,120
+معها فهنضطر نروح لحاجة اسمها local search
+
+479
+00:39:56,120 --> 00:40:00,220
+algorithms طيب local search algorithms معناه ذلك
+
+480
+00:40:00,220 --> 00:40:04,390
+ان انا بدور على localالـ Local هتنقلنا لمفهوم ..
+
+481
+00:40:04,390 --> 00:40:06,890
+قبل ما نبدأ نتكلم فيه بقى بنحاول نرجعلكم
+
+482
+00:40:06,890 --> 00:40:09,810
+معلوماتكوا بتاعة ال calculus Local معناته أنه في
+
+483
+00:40:09,810 --> 00:40:13,230
+حاجة مضادة إلها .. إيش اللي خلانا نقول Local؟ يعني
+
+484
+00:40:13,230 --> 00:40:17,910
+أنه في معناته حاجة تانية اسمها Global .. Global
+
+485
+00:40:17,910 --> 00:40:21,470
+فإذا في عندي .. مدام أنا وصلت لمرحلة أنه بدور على
+
+486
+00:40:21,470 --> 00:40:23,630
+maximum أو minimum يعني أنا بدورش على stationary
+
+487
+00:40:23,630 --> 00:40:26,370
+point أنا بدور على ال optimal point خلصنا النقطة
+
+488
+00:40:26,370 --> 00:40:30,330
+هذه .. optimal pointمعنى ذلك إنه ممكن يكون عندي
+
+489
+00:40:30,330 --> 00:40:35,390
+أكتر من optimal point okay هنا في النهاية function
+
+490
+00:40:35,390 --> 00:40:39,870
+behavior ومعادلة و بتتحرك هاي معادلة لحظوا هاي
+
+491
+00:40:39,870 --> 00:40:46,010
+معادلة طب هاي عندي optimal هاي كمان optimal هاي
+
+492
+00:40:46,010 --> 00:40:48,030
+كمان optimal هاي كمان optimal هاي كمان optimal هاي
+
+493
+00:40:48,030 --> 00:40:53,110
+كمان optimal صغيرة هقول لأ ما هو أنا بتعامل مع ال
+
+494
+00:40:53,110 --> 00:40:55,350
+maximum بقى okay حتى ال maximum هاي و عندي واحدة
+
+495
+00:40:55,350 --> 00:41:01,470
+تنتين تلاتةهدولة in general بنسميهم local فكل
+
+496
+00:41:01,470 --> 00:41:07,770
+local بيشمل معاه ل global أما كل global لأ بمعنى
+
+497
+00:41:07,770 --> 00:41:11,470
+أن كل global هو local بالأساس أما مش كل local
+
+498
+00:41:11,470 --> 00:41:16,090
+global إيش يعني global؟ يعني أفضل واحدة يعني أنا
+
+499
+00:41:16,090 --> 00:41:21,290
+بجيب كل ال local minima أو local maxima و بناخد
+
+500
+00:41:21,290 --> 00:41:26,120
+the best one فبتصير هي ال globalهي عندي واحدة،
+
+501
+00:41:26,120 --> 00:41:29,300
+تنتين، تلاتة، مين الأفضل أنا بدور عليهش على
+
+502
+00:41:29,300 --> 00:41:33,000
+maximum، معناته مين الأعلى، معناته هذه صارت global
+
+503
+00:41:33,000 --> 00:41:37,580
+ال global، automatic بقدر أسميها local برضه، لكن
+
+504
+00:41:37,580 --> 00:41:41,280
+هذه local، بقدرش أسميها global، و نفس الكلام لمين؟
+
+505
+00:41:41,280 --> 00:41:47,560
+للمinimum، للمinimum، كل global هي local، العكس
+
+506
+00:41:47,560 --> 00:41:53,280
+غير صحيح، تمام، معناه ذلك إن كلمة local أشمل
+
+507
+00:41:57,380 --> 00:42:03,660
+لأنه local تحتمل أنها تكون حل local أو حل global،
+
+508
+00:42:03,660 --> 00:42:07,460
+مش هيك؟ خلاص لما بقول local، ليش؟ لأنه قلنا كل
+
+509
+00:42:07,460 --> 00:42:12,600
+global هو local، و العكس غير صحيح، لما أقول local،
+
+510
+00:42:12,600 --> 00:42:16,430
+بقدرش أقول عنها globalمعنى ذلك إيش الكلمة المشتركة
+
+511
+00:42:16,430 --> 00:42:19,590
+اللي بقدر أقولها و أنا مرتاح local لأن كلهم ينطبق
+
+512
+00:42:19,590 --> 00:42:22,130
+عليهم كلمة local و مش كلهم ينطبق عليهم كلمة global
+
+513
+00:42:22,130 --> 00:42:25,590
+كمان فعشان هيك بنسميها .. هنبدأ نتكلم عن local
+
+514
+00:42:25,590 --> 00:42:29,070
+search algorithm and optimization problems هذه
+
+515
+00:42:29,070 --> 00:42:33,030
+هناخد فيها أربع طرق أو أربع strategies هيك نتكلم
+
+516
+00:42:33,030 --> 00:42:37,560
+عنها الأخيرة هن ..نرجعها شوية لأنه هيك هيك احنا
+
+517
+00:42:37,560 --> 00:42:41,260
+هنشرحها في chapter كامل لقدام يعني شهر شهر و نص
+
+518
+00:42:41,260 --> 00:42:44,480
+لقدام ان شاء الله تعالى هنكون وصلنا لل genetic
+
+519
+00:42:44,480 --> 00:42:48,120
+algorithms هذه و هنشرحها بالتفصيل المملء okay
+
+520
+00:42:48,120 --> 00:42:52,060
+فالان خلينا في التلاتة اللي جابلها نبدأ بال hill
+
+521
+00:42:52,060 --> 00:42:59,380
+climbing search ثم ال simulated annealing search
+
+522
+00:42:59,380 --> 00:43:04,400
+ثم هنتكلم عن ال local beam search نبدأ حاجة حاجة
+
+523
+00:43:06,030 --> 00:43:10,450
+بالأولى إذا قدرنا نتحرك مع الأولى إن شاء الله اللي
+
+524
+00:43:10,450 --> 00:43:13,290
+هي ال hill climbing search hill climbing search
+
+525
+00:43:13,290 --> 00:43:17,010
+اللي هو إيش؟ تسلق التلة أو تسلق الجبل كويس like
+
+526
+00:43:17,010 --> 00:43:21,010
+climbing Everest كلنا عارفين Everest زي واحد بتسلق
+
+527
+00:43:21,010 --> 00:43:28,490
+قمة Everest in thick fog with .. in .. in Mesia
+
+528
+00:43:30,140 --> 00:43:32,880
+امنيشيا، إيش يعني امنيشيا؟ معناته إنه ضباب، يعني
+
+529
+00:43:32,880 --> 00:43:35,200
+أنت مش شايف حوالنا، يعني إحنا مش شايفين حوالنا ..
+
+530
+00:43:35,200 --> 00:43:40,400
+اللي حوالنا، بنتحرك على عمياتي يعني، فإذا أو
+
+531
+00:43:40,400 --> 00:43:45,360
+ماعنديش أي شيء إرشادي، ماعنديش heuristic، عمياني
+
+532
+00:43:45,360 --> 00:43:48,380
+يعني الواحد بتتحرك، طبعاً thick فوق بمعنى ضباب
+
+533
+00:43:48,380 --> 00:43:52,220
+كثيف، بالظبط، تخيل أن أنت بدك تطلع على تلة أو على
+
+534
+00:43:52,220 --> 00:43:56,990
+جبل و الدنيا مش شايفة قدامكإيش بنعمل؟ فال
+
+535
+00:43:56,990 --> 00:44:00,510
+algorithm اللي بدنا نتحدث عنه الآن هو اللي .. اللي
+
+536
+00:44:00,510 --> 00:44:04,270
+المفروض حللنا الجثة هذه طيب عشان أوضحلكوا إيش بدو
+
+537
+00:44:04,270 --> 00:44:07,490
+يشتغل خلوني أفترض إن أحنا هنا فعلا موجودين على ..
+
+538
+00:44:07,490 --> 00:44:10,610
+بدنا نطلع على تلة و أنا مش عارف أين أروح، إيش
+
+539
+00:44:10,610 --> 00:44:16,150
+بنسوي؟ واقف و ببدأ أحسس حوليا، صح؟ بنحسس برجلنا،
+
+540
+00:44:16,150 --> 00:44:21,790
+بحسس شوية يمين و شوية شمال، صح؟ بشوف مين .. وين
+
+541
+00:44:21,790 --> 00:44:27,790
+رجلي عليت و بمشيو نفس الكلام صرت الآن في successor
+
+542
+00:44:27,790 --> 00:44:30,870
+ال successor هذه صارت هي الآن ال parent عشان برضه
+
+543
+00:44:30,870 --> 00:44:35,550
+نفس العملية ارجع عيدها تاني برجلي بحسس يمين بعدين
+
+544
+00:44:35,550 --> 00:44:41,010
+بحسس شمال جدام ورا بشوف مين الأعلى حسب ال sense
+
+545
+00:44:41,010 --> 00:44:45,610
+تبع رجلي مش شاك و بمشي معاه تماما هذا اللي هنعمله
+
+546
+00:44:45,610 --> 00:44:54,130
+exactly الان sense رجلي هو ال function عندي
+
+547
+00:44:54,130 --> 00:44:59,300
+functionالـ Function هذه موضع رجلي هي الـ X تبعها
+
+548
+00:44:59,300 --> 00:45:03,320
+الـ Sense إن والله رجلي عليت ولا نزلت ولا إيش
+
+549
+00:45:03,320 --> 00:45:07,000
+بالظبط هي الـ F of X ككل، الـ Sense بس الـ
+
+550
+00:45:07,000 --> 00:45:12,740
+Position X هي الموضع اللي أنا حطيت فيه رجلي and X
+
+551
+00:45:12,740 --> 00:45:16,300
+معينة وجدت إن رجلي حاسسها عالية طب عند موضع تاني
+
+552
+00:45:16,300 --> 00:45:20,320
+حسيتها لأ نزلت، نزلت وعشان نعمل كلام هذا الرجل
+
+553
+00:45:20,320 --> 00:45:24,590
+التاني بيبقى ثابتة لأن هو هذا المقياسأنا بعلى ولا
+
+554
+00:45:24,590 --> 00:45:28,550
+بوطى يعنى؟ تمام؟ هدى ببساطة جدا هنعملها طب هاتو
+
+555
+00:45:28,550 --> 00:45:33,290
+نمسك لان نرجع لهندسة engineering كيف بدنا نعبر عن
+
+556
+00:45:33,290 --> 00:45:36,530
+هذا الكلام؟ okay نمسكها هنقول و الله في عندي
+
+557
+00:45:36,530 --> 00:45:39,410
+function اسمها hill climbing بعطيها ل problem
+
+558
+00:45:39,410 --> 00:45:46,330
+اشيها ل problem f of x problem معناته بده اعطيها f
+
+559
+00:45:46,330 --> 00:45:52,040
+of x و الا كيف بدى اشتغل بدون f of x تمامreturn
+
+560
+00:45:52,040 --> 00:45:57,700
+إما أني برجع عادة بال state ذات local maximum أنا
+
+561
+00:45:57,700 --> 00:46:01,020
+بتسلق يعني أنا بدور على ال maximum بتسلق يعني بدور
+
+562
+00:46:01,020 --> 00:46:05,120
+على ال maximum تمام الآن ال current اللي أنا موجود
+
+563
+00:46:05,120 --> 00:46:08,640
+فيه ال current هو عبارة عن إيش يعني إيش .. إيش
+
+564
+00:46:08,640 --> 00:46:10,640
+القيم اللي بدي أحطها في ال current في ال position
+
+565
+00:46:10,640 --> 00:46:15,480
+اللي أنا موجود فيه هي ببساطة initial state initial
+
+566
+00:46:15,480 --> 00:46:18,100
+state يا إما بيكون given عندي initial state أبدأ
+
+567
+00:46:18,100 --> 00:46:21,760
+منها أو أنا بحطها بشكل راندومليبشكل رندمي برمي
+
+568
+00:46:21,760 --> 00:46:25,680
+حالي في أي مكان و ببدأ أتحرك بعمل ال strategy ده
+
+569
+00:46:25,680 --> 00:46:30,060
+ببعتي بس مبدأيا ال current هي النقطة اللي هي ال
+
+570
+00:46:30,060 --> 00:46:33,460
+initial state بتاعتنا و نبدأ ال loop ايش ال loop؟
+
+571
+00:46:33,460 --> 00:46:37,300
+ال loop البحث اللي بنشتغل فيه ال loop بنعمل ال
+
+572
+00:46:37,300 --> 00:46:40,360
+neighbor ال neighbor هم المجاور المجاور هذا ايش
+
+573
+00:46:40,360 --> 00:46:43,280
+بده يكون؟ عشان افترض ان انا فعلا اللي هو ال
+
+574
+00:46:43,280 --> 00:46:46,500
+successor يعني مين ال successor اللي بدي افترض ان
+
+575
+00:46:46,500 --> 00:46:51,900
+هو المجاور اللي فانتقلههو ال highest valued
+
+576
+00:46:51,900 --> 00:46:58,920
+successor of current فإذا أعلى قيمة ل successor
+
+577
+00:46:58,920 --> 00:47:02,160
+بالنسبة ل current اللي أنا فيه أنا موجود هنا و
+
+578
+00:47:02,160 --> 00:47:07,200
+فحصت اللي حواليا the highest one على طول هو
+
+579
+00:47:07,200 --> 00:47:11,960
+بالنسبالي ال neighbor تمام إذا ال neighbor لحظة
+
+580
+00:47:11,960 --> 00:47:17,170
+إذا ال neighbor هذا قيمته أقل من ال currentأنا إيش
+
+581
+00:47:17,170 --> 00:47:19,670
+اللي فحصته؟ أنا ماقارنتوش لسه بال current، أنا
+
+582
+00:47:19,670 --> 00:47:23,810
+بتكلم عن ال successors، لاحظوا، أنا موجود، فحصت
+
+583
+00:47:23,810 --> 00:47:26,530
+اللي قدامي و اللي ورايا و اللي على يميني و اللي
+
+584
+00:47:26,530 --> 00:47:29,290
+على شمالي، هدول successors، أربعة successors،
+
+585
+00:47:29,290 --> 00:47:31,530
+الأربعة ال successors هدول، إيش عملت فيهم؟ the
+
+586
+00:47:31,530 --> 00:47:35,810
+highest one قلت إنه هذا هو المجاور، اللي لسه أنا
+
+587
+00:47:35,810 --> 00:47:42,410
+مش هنتقلهيمكن مانتقلوش طيب هذا القيمة اللي هي ال
+
+588
+00:47:42,410 --> 00:47:46,570
+NIPAR value إذا أقل أو تساوي ال current لأ معناته
+
+589
+00:47:46,570 --> 00:47:48,910
+واضح أن أنا موجود على ال peak لأن كل اللي حوليا
+
+590
+00:47:48,910 --> 00:47:54,690
+يجال مني أعلى واحد فيهم ضال أقل من ال current تبعي
+
+591
+00:47:54,690 --> 00:47:59,150
+إيش بسويه بضل مكاني فإذا then return بال current
+
+592
+00:47:59,150 --> 00:48:05,090
+وخلص يعني ال current هو ال local خلصناانتهى طيب
+
+593
+00:48:05,090 --> 00:48:10,930
+otherwise إيش ال otherwise إذا ال if هذه true
+
+594
+00:48:10,930 --> 00:48:15,590
+بنعملها إذا false معناته هي أكبر منه بس لأن هو أقل
+
+595
+00:48:15,590 --> 00:48:20,670
+منه أو يساوي فالعكس تبعها أكبر منه فإذا ال
+
+596
+00:48:20,670 --> 00:48:24,630
+neighbor أكبر من ال current ال neighbor هذه أكتر
+
+597
+00:48:24,630 --> 00:48:31,230
+معناته أفضل على طول إيش بروح لها؟ بنتقل فصارت ال
+
+598
+00:48:31,230 --> 00:48:34,910
+neighbor هي ال currentطيب، صارت current، إيش برجع؟
+
+599
+00:48:34,910 --> 00:48:38,670
+برجع من أول و جديد، بعمل neighbor كمان مرة، بس
+
+600
+00:48:38,670 --> 00:48:42,590
+لمين؟ لل current الجديدة، أنا كنت هنا، انتقلت الآن
+
+601
+00:48:42,590 --> 00:48:46,070
+على current جديدة، نفس الكلام، هشوف الأربعة اللي
+
+602
+00:48:46,070 --> 00:48:51,030
+حواليها، أعلى واحدة فيهم، أقارنها معايا، و هي كده،
+
+603
+00:48:51,030 --> 00:48:55,890
+و نضلنا مشيين، نضلنا مشيينهذه فيها يمكن هيكش بس
+
+604
+00:48:55,890 --> 00:48:59,310
+إشكالية صغيرة، إشكاليتها الصغيرة الحقيقة طول ما
+
+605
+00:48:59,310 --> 00:49:03,290
+أحنا ماشيين هي في .. إيش بتدورلي؟ إيش بتجيبلي هذه
+
+606
+00:49:03,290 --> 00:49:07,030
+الطريقة هذه؟ طريقة ال .. ال .. ال hill climbing
+
+607
+00:49:07,030 --> 00:49:13,790
+هذه أو التسلق .. تسلق التلة، هيجيبلي local،
+
+608
+00:49:13,790 --> 00:49:17,110
+هيجيبلي local طب بينانو بس إيش هو ال local؟ إيش
+
+609
+00:49:17,110 --> 00:49:20,070
+يعني ممكن يكون local؟ ال local ممكن يكون كتالي،
+
+610
+00:49:20,070 --> 00:49:25,910
+إما local maximum هو flatزي فكرة أنه okay هو مش ..
+
+611
+00:49:25,910 --> 00:49:30,190
+مش أكبر منه، ولكن هو يساوي، فيساوي، في الحالة دي
+
+612
+00:49:30,190 --> 00:49:34,650
+كلها متساوية بالنسبالي، كلهم قمة، كلهم يعتبروا
+
+613
+00:49:34,650 --> 00:49:40,230
+قمة، بس local، تمام، هذه نفس الكلام ممكن تكون هنا،
+
+614
+00:49:40,230 --> 00:49:44,230
+local maximum، local maximum اللي قبلها أقل منها و
+
+615
+00:49:44,230 --> 00:49:48,540
+اللي بعدها أقل منهافهذه maximum لكن بضمن ان هي
+
+616
+00:49:48,540 --> 00:49:52,500
+global ان هي فعلا هذه هي قمة Everest اللي أنا
+
+617
+00:49:52,500 --> 00:49:55,600
+بتكلم عنها لأ يمكن Everest له قيمتين تلاتة واحدة
+
+618
+00:49:55,600 --> 00:49:58,700
+منهم هي العالية والباجي هيك شوية تلة طالع و بعدين
+
+619
+00:49:58,700 --> 00:50:04,380
+مكمل كويس فممكن تكون حاجة زي بهذا الشكل طيب الآن
+
+620
+00:50:04,380 --> 00:50:09,060
+في حاجة اسمها shoulder برضه flat بس مش زي هذه flat
+
+621
+00:50:09,060 --> 00:50:13,260
+و ال flat نفسه اللي جابله أقل و اللي بعده أقل لأ
+
+622
+00:50:13,260 --> 00:50:16,570
+عامل زي ال shoulder زي الكتفاللي بعده أقل اللي
+
+623
+00:50:16,570 --> 00:50:21,570
+جابله أعلى فهذه تسميها shoulder في الحالة دي وهذه
+
+624
+00:50:21,570 --> 00:50:27,490
+inflection هذه بالظبط inflection point مش هيك زي
+
+625
+00:50:27,490 --> 00:50:32,430
+فكرة ال X التكعيب اللي كنا بنرسمها في ظل كل هدول
+
+626
+00:50:32,430 --> 00:50:35,850
+في عندي واحدة من ال local Maxima
+
+627
+00:50:37,600 --> 00:50:40,900
+هتكون the best one بينهم، هذه على طول هي ال global
+
+628
+00:50:40,900 --> 00:50:46,080
+واضح إنه هذه هي قمة Everest، ليش؟ لأنه لو احنا مش
+
+629
+00:50:46,080 --> 00:50:48,560
+موجودين في ضباب و بقدر أطلع أشمال ويمين، هلاجي إنه
+
+630
+00:50:48,560 --> 00:50:52,320
+فعلا هذه أعلى قمة موجودة بين القمام، بقدر أقول إنه
+
+631
+00:50:52,320 --> 00:50:57,160
+أنا وصلت للقمة، تمام؟ هاي الفكرة ببساطة، الآن كيف
+
+632
+00:50:57,160 --> 00:51:01,940
+أتحرك من ال local أو كيف أبعد عن ال local، لأنه
+
+633
+00:51:01,940 --> 00:51:04,040
+واضح إن هنا ال sensitivity عالية هتكون بالنسبة
+
+634
+00:51:04,040 --> 00:51:07,770
+لمين؟ لل initial stateإذا أنا ال nation state هنا
+
+635
+00:51:07,770 --> 00:51:11,850
+و لا يمكن بأي حالة من الأحوال أصل لل global حسب ال
+
+636
+00:51:11,850 --> 00:51:15,330
+algorithm اللي حاكيناه توي أنا هقعد أحسس برجليا
+
+637
+00:51:15,330 --> 00:51:18,330
+هيك و أشوف مين الأعلى و مين الأوطى حسب طبيعة الأرض
+
+638
+00:51:18,330 --> 00:51:22,190
+معناه ذلك أنه هتقودني رجليا ل هنا و حاجة في هنا و
+
+639
+00:51:22,190 --> 00:51:24,930
+أقول هي أنا وصلت ال .. ال .. ال .. ال peak لأ أنا
+
+640
+00:51:24,930 --> 00:51:30,730
+موصلتش أنا وصلت ل local .. local maximum لكن و
+
+641
+00:51:30,730 --> 00:51:36,180
+ليست هي ل global طيب كيف أتحرك؟لو واحد قدرله انه
+
+642
+00:51:36,180 --> 00:51:40,140
+يلاقيه قيمة هنا okay هيصل .. واحد قدرله يلاقيه
+
+643
+00:51:40,140 --> 00:51:45,160
+قيمة هنا هيصل .. بشكل او باخر .. لكن هنا او هنا لأ
+
+644
+00:51:45,160 --> 00:51:48,120
+هو مش هيصل .. طب كيف نحلها .. الحقيقة إجت ال
+
+645
+00:51:48,120 --> 00:51:51,290
+algorithm اللي وراهااللي هو simulated annealing
+
+646
+00:51:51,290 --> 00:51:56,030
+search حللنا الموضوع هذا المرة الجاية ان شاء الله
+
+647
+00:51:56,030 --> 00:52:00,270
+تعالى بنبدأ من بدري و بنتكلم عن ال simulated
+
+648
+00:52:00,270 --> 00:52:04,630
+annealing ايش بالظبط اللي عمله عشان حللنا هذه
+
+649
+00:52:04,630 --> 00:52:09,430
+المشكلة انه يطلع من ال localization فلما بقول
+
+650
+00:52:09,430 --> 00:52:12,980
+مصطلح localization معناه انه قاعد في ال localاحنا
+
+651
+00:52:12,980 --> 00:52:16,080
+بدنا الأفضل بدنا ال global بدناش ال local فبناخدها
+
+652
+00:52:16,080 --> 00:52:19,020
+المرة الجاية ان شاء الله تعالى بنشرحها و بناخد ال
+
+653
+00:52:19,020 --> 00:52:22,180
+local beam search إيش يعني ال local beam search و
+
+654
+00:52:22,180 --> 00:52:25,300
+بتكون خلصنا فإذا نضالنا two slides عشان بعد ذلك
+
+655
+00:52:25,300 --> 00:52:28,380
+مباشرة من المرة الجاية ان شاء الله تعالى ننتقل
+
+656
+00:52:28,380 --> 00:52:33,520
+لمحاضرتنا التالية و اللي هي هتكون ال games هنتكلم
+
+657
+00:52:33,520 --> 00:52:35,940
+المرة القادمة ان شاء الله على ال games فبنخلص ال
+
+658
+00:52:35,940 --> 00:52:38,680
+games المرة القادمة مع ال two algorithms اللي
+
+659
+00:52:38,680 --> 00:52:44,310
+ضايلينناعشان إن الأسبوع القادم ننتقل ل rule based
+
+660
+00:52:44,310 --> 00:52:52,750
+search ال local مانا احنا جانيه، لحظى، هي إيش
+
+661
+00:52:52,750 --> 00:52:57,070
+وصفها؟ the best one، best one من مين؟ من local
+
+662
+00:52:57,070 --> 00:53:00,630
+maxima، لما نقول maxima معناته هي أكتر من maximum
+
+663
+00:53:00,630 --> 00:53:04,890
+واحدة أو local minima، صح؟ minima معناته عندي أكتر
+
+664
+00:53:04,890 --> 00:53:08,790
+من minimum واحدةكويس the best one هذه معناها أنا
+
+665
+00:53:08,790 --> 00:53:12,130
+بدور إذا بدور على ال max معناته هي the highest one
+
+666
+00:53:12,130 --> 00:53:18,510
+طيب إذا بدور على minimum the smallest one صحيح؟ أو
+
+667
+00:53:18,510 --> 00:53:23,470
+lowest one okay تمام فإيش the best؟ the best مش
+
+668
+00:53:23,470 --> 00:53:28,510
+معناه إنه دايما أعلى أفضل كلمة أفضل غير أعلى كويس
+
+669
+00:53:28,510 --> 00:53:31,790
+maximum معناته هي الأعلى minimum معناته لأ the
+
+670
+00:53:31,790 --> 00:53:36,570
+best one هي الأقل فيهمOkay فهذه ببساطة ان شاء الله
+
+671
+00:53:36,570 --> 00:53:39,890
+بنرجع بنأكد على المعلومات هذه المرة الجاية بإذن
+
+672
+00:53:39,890 --> 00:53:43,210
+الله تعالى و بذلك بننتهي محاضرتنا لليوم ان شاء
+
+673
+00:53:43,210 --> 00:53:43,290
+الله
+
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/JmMh8fcDKvU.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/JmMh8fcDKvU.srt
new file mode 100644
index 0000000000000000000000000000000000000000..f9e0142c1b9b17b43fc734b53df26afc9674f642
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/JmMh8fcDKvU.srt
@@ -0,0 +1,1665 @@
+1
+00:00:05,030 --> 00:00:07,030
+بسم الله الرحمن الرحيم والصلاة والسلام على أشرف
+
+2
+00:00:07,030 --> 00:00:09,970
+الأنبياء والمرسلين سيدنا محمد وعلى آله وصحبه أجمعين
+
+3
+00:00:09,970 --> 00:00:14,170
+نكمل ما بدأناه في موضوع الـ uncertainty management
+
+4
+00:00:14,170 --> 00:00:19,130
+تحدثنا المرة السابقة في محاضرتنا السابقة على الـ
+
+5
+00:00:19,130 --> 00:00:21,610
+probability والـ conditional probability وكيف
+
+6
+00:00:21,610 --> 00:00:28,450
+نتعامل مع الـ rules من خلال الـ probability وهذا
+
+7
+00:00:28,450 --> 00:00:33,010
+خلانا نروح لمثال عرفنا من خلاله إيش المقصود بالـ
+
+8
+00:00:33,010 --> 00:00:38,950
+likelihood sufficiency والـ likelihood necessity. خلصنا
+
+9
+00:00:38,950 --> 00:00:43,070
+من هذا الموضوع، واليوم هنبدأ نتكلم عن الـ certainty
+
+10
+00:00:43,070 --> 00:00:48,310
+factors كطريقة أخرى للتعامل مع الـ uncertainty في
+
+11
+00:00:48,310 --> 00:00:53,550
+موضوع الـ rules أو الـ rule-based expert system. طيب
+
+12
+00:00:53,550 --> 00:00:56,790
+ليش اللي خلانا نروح للـ certainty factor؟ لأنه ببساطة
+
+13
+00:00:56,790 --> 00:01:01,270
+جدا، الـ probability محتاجة statistics كثيرة، فمحتاجة
+
+14
+00:01:01,780 --> 00:01:05,620
+معلومات وإحصائيات كبيرة جداً، مش دائماً في كل الـ
+
+15
+00:01:05,620 --> 00:01:08,580
+expert systems ممكن تتوفر هذه الإحصائيات، فهذا
+
+16
+00:01:08,580 --> 00:01:12,100
+بيخلينا نروح لطريقة ثانية نشوف كيف ممكن نتعامل
+
+17
+00:01:12,100 --> 00:01:15,600
+معها، فالطريقة الثانية بكل بساطة اللي هي certainty
+
+18
+00:01:15,600 --> 00:01:22,300
+factors theory، اللي هي ممكن نسميها البديل الشائع
+
+19
+00:01:22,300 --> 00:01:26,020
+لاستخدام الـ Bayesian reasoning أو لاستخدام الـ
+
+20
+00:01:26,020 --> 00:01:30,410
+Bayesian rule. بديل، وبديل مناسب الحقيقة، لأنه بكل
+
+21
+00:01:30,410 --> 00:01:33,490
+بساطة الـ certainty factor هذه، أو الـ CF ممكن نسميها
+
+22
+00:01:33,490 --> 00:01:39,290
+الـ number to measure the expert's belief، بمعنى قداش
+
+23
+00:01:39,290 --> 00:01:45,460
+الرقم هذا ممكن يعطيني إياه الـ expert اللي هو الـ human
+
+24
+00:01:45,460 --> 00:01:50,340
+expert أو الـ domain expert، بحيث إنه يثق في هذه الـ
+
+25
+00:01:50,340 --> 00:01:54,020
+rule. قداش الـ rule؟ بقى أتكلم أنا وياه، بتقوله طبعاً
+
+26
+00:01:54,020 --> 00:01:58,320
+بتكلم أنا وياه حال لساني، اللي هو مين؟ الـ... الـ
+
+27
+00:01:58,320 --> 00:02:00,740
+engineer اللي خاص بالـ knowledge... knowledge
+
+28
+00:02:00,740 --> 00:02:04,140
+engineer، بتحدث معاه على أساس إنه قداش يثق الـ
+
+29
+00:02:04,140 --> 00:02:07,880
+expert أو الـ human expert في هذه الـ rule، فبيعطيه
+
+30
+00:02:07,880 --> 00:02:11,320
+قيمة إنه آه والله أثق إنه دائماً الـ rule هذه almost
+
+31
+00:02:11,320 --> 00:02:16,710
+true، almost true، بيعطيها قيمة... بيعطيها قيمة معينة
+
+32
+00:02:16,710 --> 00:02:20,470
+فـ maximum... الـ maximum value لهذا الـ... الـ
+
+33
+00:02:20,470 --> 00:02:24,990
+parameter أو الـ CF أو certainty factor هو plus
+
+34
+00:02:24,990 --> 00:02:29,090
+one، وهذا معناه definitely true. فإذا أنا بقول
+
+35
+00:02:29,090 --> 00:02:33,450
+definitely true، معناه ذلك أن هذا بيعطيها قيمة واحد
+
+36
+00:02:33,450 --> 00:02:38,170
+وهذا حقيقة مطلقة... حقيقة مطلقة، فإذا دائماً صحيحة
+
+37
+00:02:39,940 --> 00:02:43,840
+بتتدرج من الـ maximum الواحد للـ minimum minus one
+
+38
+00:02:43,840 --> 00:02:47,260
+وهذه definitely false، بمعنى أن الـ rule هذه دائماً
+
+39
+00:02:47,260 --> 00:02:53,480
+false. دائماً ارتباطهم نفي، ارتباط الـ evidence مع الـ
+
+40
+00:02:53,480 --> 00:02:57,420
+conclusion أو مع الـ hypothesis، هي عملية نفي. for
+
+41
+00:02:57,420 --> 00:03:00,260
+example، لو قلنا مثلاً إنه إذا كان الـ expert system
+
+42
+00:03:01,050 --> 00:03:06,450
+في بعض الـ evidence، لـ evidence معينة أعطانا... طبعاً
+
+43
+00:03:06,450 --> 00:03:11,190
+الـ evidence اللي هي هتعطي للـ hypothesis، وأعطاني
+
+44
+00:03:11,190 --> 00:03:16,810
+كلمة almost certainly true، automatically الـ
+
+45
+00:03:16,810 --> 00:03:19,950
+knowledge engineer بده يترجم الكلمة هذه، أو اللي هي
+
+46
+00:03:19,950 --> 00:03:25,750
+الـ almost لـ 0.8... 0.8، زي ما أخذنا في محاضرتنا
+
+47
+00:03:25,750 --> 00:03:30,620
+السابقة، أن والله في جدول لبعض الألفاظ ذات الـ
+
+48
+00:03:30,620 --> 00:03:34,980
+probability المتباينة، وبنعطيهم قيم في جزئية الـ
+
+49
+00:03:34,980 --> 00:03:38,000
+Bayesian rule أو الـ Bayesian reasoning، نفس الكلام
+
+50
+00:03:38,000 --> 00:03:41,600
+برضه في الـ certainty factor، في بعض ألفاظ بنعطيها
+
+51
+00:03:41,600 --> 00:03:46,300
+قيم معينة، من اللغة هذه الألفاظ زي definitely not،
+
+52
+00:03:46,300 --> 00:03:51,320
+فبنعطيها minus one، أو definitely not minus one،
+
+53
+00:03:51,320 --> 00:03:58,500
+almost certainly not minus 0.8، probably not minus 0
+
+54
+00:03:58,500 --> 00:04:05,260
+.6، maybe not برضه minus 0.4، و unknown... unknown
+
+55
+00:04:05,260 --> 00:04:09,440
+اللي هي مش معروفة، فهدي بتكون من الـ minus 0.2 to
+
+56
+00:04:09,440 --> 00:04:14,040
+plus 0.2. هدي معناته إنه unknown، أنا مش عارف بالظبط
+
+57
+00:04:14,040 --> 00:04:19,340
+هي صح ولا خطأ الـ rule. على النقيض للـ mirror بتاعتها،
+
+58
+00:04:19,340 --> 00:04:25,580
+maybe، عكس maybe not، فهدي هتكون plus 0.4، probably
+
+59
+00:04:25,580 --> 00:04:29,600
+عكس probably not، فهتكون بالموجب بدل السالب، almost
+
+60
+00:04:29,600 --> 00:04:36,260
+certainly هتكون plus 0.8، definitely هتكون true،
+
+61
+00:04:36,260 --> 00:04:41,090
+definitely true معناته plus one، plus one. فهذه معظم
+
+62
+00:04:41,090 --> 00:04:45,150
+الألفاظ اللي ممكن استخدامها، وبنقرب باقي اللغة
+
+63
+00:04:45,150 --> 00:04:49,650
+لأحدها، بحيث إنه يتعطى قيمة للـ certainty factor
+
+64
+00:04:49,650 --> 00:04:54,550
+بتاعتها. لأن كيف استخدامها مع الـ rule؟ okay، لأن
+
+65
+00:04:54,550 --> 00:04:58,130
+عملنا زي ما بيقولوا كأن عملنا encoding، شفرة معينة
+
+66
+00:04:58,130 --> 00:05:01,550
+لبعض الألفاظ، وماقدرش نعطيها قيم. جد كيف بستخدمها
+
+67
+00:05:01,550 --> 00:05:07,440
+مع الـ rule؟ فبقدر أقول if evidence then hypothesis
+
+68
+00:05:07,440 --> 00:05:11,480
+with certainty factor، وبنعطيه قيمته زي ما كنا
+
+69
+00:05:11,480 --> 00:05:16,300
+بنتكلم، with probability كنا بنعطيها قيمتها طبعاً
+
+70
+00:05:16,300 --> 00:05:20,740
+بدناش ننسى أن الـ evidence نفسه كمان فيه له
+
+71
+00:05:21,470 --> 00:05:25,290
+probability، قداش أنا أثق إنه هو هيتحقق فعلاً في
+
+72
+00:05:25,290 --> 00:05:30,710
+البداية، تمام؟ فإذا الـ CF هنا هتعبر عن قداش أنا أثق
+
+73
+00:05:30,710 --> 00:05:36,850
+أن الـ hypothesis H هتنتج أو to conclude that
+
+74
+00:05:36,850 --> 00:05:41,030
+evidence، if طبعاً that evidence E has occurred، إذا
+
+75
+00:05:41,030 --> 00:05:46,590
+الـ evidence E حدث. الـ uncertainty factor نظرياً أو من
+
+76
+00:05:46,590 --> 00:05:50,750
+ناحية حسابية، كيف يستخدم؟ يستخدم أو من خلال مجموعة
+
+77
+00:05:50,750 --> 00:05:55,130
+terms، أهمها هي الـ measure of belief، الـ measure of
+
+78
+00:05:55,130 --> 00:05:58,750
+belief هذه، اللي هي belief ل... ب... ب... ب... ب...
+
+79
+00:05:58,750 --> 00:05:58,950
+ب... ب... ب... ب... ب... ب... ب... ب... ب... ب...
+
+80
+00:05:58,950 --> 00:05:58,990
+ب... ب... ب... ب... ب... ب... ب... ب... ب... ب...
+
+81
+00:05:58,990 --> 00:05:59,130
+ب... ب... ب... ب... ب... ب... ب... ب... ب... ب...
+
+82
+00:05:59,130 --> 00:05:59,870
+ب... ب... ب... ب... ب... ب... ب... ب... ب... ب...
+
+83
+00:05:59,870 --> 00:06:00,410
+ب... ب... ب... ب... ب... ب... ب... ب... ب... ب...
+
+84
+00:06:00,410 --> 00:06:03,050
+ب... ب... ب... ب... ب... ب... ب... ب... ب... ب...
+
+85
+00:06:03,050 --> 00:06:04,930
+ب... ب... ب... ب... ب... ب... ب... ب... ب... ب...
+
+86
+00:06:04,930 --> 00:06:12,170
+ب... ب... ب... ب... ب... ب... ب... ب... ب... ب...
+
+87
+00:06:12,170 --> 00:06:19,350
+بالإيمان بالـ rule ناقص عدم الإيمان أو عدم الوثوقية
+
+88
+00:06:19,350 --> 00:06:24,170
+في هذه الـ rule، الفرق بينهم على واحد ناقص الـ
+
+89
+00:06:24,170 --> 00:06:29,850
+minimum منهم، الـ minimum منهم. فكأنه من خلالها بنقول
+
+90
+00:06:29,850 --> 00:06:34,350
+قداش الـ certainty factor أو قداش معامل الوثقية في
+
+91
+00:06:34,350 --> 00:06:38,840
+هذه الحالة، معامل وثقيتنا في إنه الـ rule هذا هيك سليمة
+
+92
+00:06:38,840 --> 00:06:41,920
+أو صحيحة. لو طلعنا على الـ term اللي فوق أو الـ
+
+93
+00:06:41,920 --> 00:06:46,100
+numerator، هنجد إنه هي belief ناقص الـ disbelief،
+
+94
+00:06:46,100 --> 00:06:49,180
+معناته بيعطيني قداش الفرق بين إني أثق في
+
+95
+00:06:49,180 --> 00:06:52,600
+الموضوع أو لا أثق في الموضوع، فبيعطيني الهامش تبع
+
+96
+00:06:52,600 --> 00:06:56,960
+الوثقية فعلياً، بين واحد بيقول مظبوطة، وواحد بيقول
+
+97
+00:06:56,960 --> 00:07:00,460
+لأ، غير مظبوطة أو مش مظبوطة الـ rule، فالفرق بينهم
+
+98
+00:07:00,460 --> 00:07:04,880
+بيعطيني قداش في وثقية، قداش أنا أقدر أثق في هذه الـ
+
+99
+00:07:04,880 --> 00:07:11,130
+rule، على نفيها، على عكسها. فعكسها هيكون بالضبط المكمل
+
+100
+00:07:11,130 --> 00:07:15,290
+تبعها بالنسبة للواحد، مكملها بالنسبة للواحد. فواحد
+
+101
+00:07:15,290 --> 00:07:20,790
+ناقص الأقل منهم كقيمة، كـ absolute value، تمام؟ فكأنه
+
+102
+00:07:20,790 --> 00:07:24,970
+صارت الـ success على الـ failure. الآن، كيف بنقيس كل
+
+103
+00:07:24,970 --> 00:07:27,750
+واحدة منهم؟ الحقيقة بالنسبة لها الـ measure of
+
+104
+00:07:27,750 --> 00:07:32,960
+belief، بنقيسها بكل بساطة إنه لو الـ B أو الـ
+
+105
+00:07:32,960 --> 00:07:37,900
+probability of each equal to one، فإذا إنها حقيقة
+
+106
+00:07:37,900 --> 00:07:42,360
+definitely true، automatically خلاص الـ belief is
+
+107
+00:07:42,360 --> 00:07:47,540
+one. مطلقة جداً، إذا أنا أثق إنه الـ probability أو
+
+108
+00:07:47,540 --> 00:07:52,250
+قد إيش احتمالية حدوث الـ hypothesis H، وبقول إن هي
+
+109
+00:07:52,250 --> 00:07:55,890
+واحد، فإذا هي completely أكيد، هذا دائماً هتكون الـ
+
+110
+00:07:55,890 --> 00:08:00,650
+belief تبعها واحد، فأنا أؤمن فيها بشكل دائم وبشكل
+
+111
+00:08:00,650 --> 00:08:06,250
+كامل. أما otherwise، إنه لأ، الـ probability للـ H لا
+
+112
+00:08:06,250 --> 00:08:09,870
+تساوي الواحد، ففي الحالة هذه بنقدر نقول إن هي الـ
+
+113
+00:08:09,870 --> 00:08:14,890
+maximum between الـ probability H condition E أو
+
+114
+00:08:17,110 --> 00:08:21,250
+probability of H، على اعتبار أن H هنا لا تساوي واحد
+
+115
+00:08:21,250 --> 00:08:24,450
+إذا بتساوي واحد، خلاص الـ measure of belief هي one،
+
+116
+00:08:24,450 --> 00:08:28,410
+انتهى. أما إذا كانت لا تساوي واحد، فبنقيس من الـ
+
+117
+00:08:28,410 --> 00:08:34,520
+maximum بين الـ P of H للـ hypothesis H أو
+
+118
+00:08:34,520 --> 00:08:39,040
+لـ probability H condition E، في حال حدوث الـ evidence
+
+119
+00:08:39,040 --> 00:08:42,860
+الـ evidence E. الـ maximum منه نطرح منه لـ probability
+
+120
+00:08:42,860 --> 00:08:48,520
+of H، على واحد ناقص لـ probability of H، على واحد ناقص
+
+121
+00:08:49,470 --> 00:08:53,370
+واحد ناقص، معناته بجيب الـ failure بتاعتها المكملة،
+
+122
+00:08:53,370 --> 00:08:59,430
+المكملة للـ probability of H. نفس الكلام هيكون
+
+123
+00:08:59,430 --> 00:09:03,590
+بالنسبة للـ disbelief. disbelief إما واحد إذا كانت
+
+124
+00:09:03,590 --> 00:09:07,270
+الـ Probability of H، Probability of H، Zero. إيش
+
+125
+00:09:07,270 --> 00:09:10,090
+يعني؟ معناته إن الـ hypothesis هذا لا يمكن إطلاقاً
+
+126
+00:09:10,090 --> 00:09:13,950
+يظهر أو لا يمكن حدوثه، ومدام لا يمكن حدوثه فإذا الـ
+
+127
+00:09:13,950 --> 00:09:17,350
+disbelief أو عدم الوثوقية فيه، عدم الإيمان إنه
+
+128
+00:09:17,350 --> 00:09:20,550
+هيحدث، أكيد هتكون عالية جداً، أنا لا أثق إطلاقاً إنه
+
+129
+00:09:20,550 --> 00:09:25,640
+هيحدث، ليش؟ لأن احتماله أصلاً صفر، تمام. otherwise،
+
+130
+00:09:25,640 --> 00:09:29,600
+إذا الاحتمال لأ الـ hypothesis نفسها لا تساوي صفر،
+
+131
+00:09:29,600 --> 00:09:33,580
+فلأ محتاجة قياس، وقياس هنا هيكون بالعكس، لأننا
+
+132
+00:09:33,580 --> 00:09:37,580
+بنتكلم عن الـ disbelief، فإذا الـ minimum بين
+
+133
+00:09:37,580 --> 00:09:41,220
+probability of each condition E و probability of
+
+134
+00:09:41,220 --> 00:09:46,120
+each، و الأكبر منهم ناقص probability of each على
+
+135
+00:09:46,120 --> 00:09:51,160
+واحد ناقص probability of each. فإذا كأن بقول ناقص
+
+136
+00:09:51,160 --> 00:09:57,680
+minus probability of each. otherwise، تمام؟ إذا قدرنا
+
+137
+00:09:57,680 --> 00:10:00,580
+نقيس الـ الـ two terms هدول، اللي هو الـ measure of
+
+138
+00:10:00,580 --> 00:10:04,480
+belief والـ measure of disbelief، نقدر نحسب الـ
+
+139
+00:10:04,480 --> 00:10:07,460
+certainty factor، وهي المهمة بالنسبة لنا... هي
+
+140
+00:10:07,460 --> 00:10:10,960
+المهمة بالنسبة لنا... الآن كيفية استخدامها... كيفية
+
+141
+00:10:10,960 --> 00:10:13,840
+استخدامها في الـ rule. استخدامها في الـ rule بكل
+
+142
+00:10:13,840 --> 00:10:16,440
+بساطة من خلال الـ chain rule اللي احنا أخذناها
+
+143
+00:10:16,440 --> 00:10:19,900
+سابقاً في الـ calculus. كنا بنقول إذا كانو الحقيقة
+
+144
+00:10:19,900 --> 00:10:24,020
+أخذناها أو تحدثنا عنها في الـ probability المرة
+
+145
+00:10:24,020 --> 00:10:29,580
+السابقة. كنا بنقول إذا كان في عندي if evidence then
+
+146
+00:10:29,580 --> 00:10:37,420
+hypothesis بهذا الشكل، with certainty factor معينة،
+
+147
+00:10:37,420 --> 00:10:41,900
+تمام. الآن اللي بدنا نفهمه إنه ما وجد، أنا أثق إنه
+
+148
+00:10:41,900 --> 00:10:46,480
+حدثت الـ evidence E، قداش حدثت الـ evidence E، فهذه
+
+149
+00:10:46,480 --> 00:10:51,040
+برضه ممكن تكون بشكل احتمال، بشكل probability للـ E،
+
+150
+00:10:51,040 --> 00:10:54,740
+قداش احتمال حدوث الـ E، ففي الحالة هذه الـ
+
+151
+00:10:54,740 --> 00:10:59,000
+probability أو الـ certainty factor للـ case كلها
+
+152
+00:10:59,000 --> 00:11:03,000
+على بعض، هي الـ certainty factor للـ E نفسها، إنه
+
+153
+00:11:03,000 --> 00:11:07,420
+فعلاً هتحدث، مضروبة في الـ certainty factor للـ rule
+
+154
+00:11:07,420 --> 00:11:11,330
+نفسها، واللي بتكون given أساساً، اللي بتكون موجودة أو
+
+155
+00:11:11,330 --> 00:11:14,510
+attached مع الـ rule نفسها. ففي الحالة دي بقدر أقول
+
+156
+00:11:14,510 --> 00:11:19,950
+إن هي قداش احتمالية حدوث E، مضروبة في الـ certainty
+
+157
+00:11:19,950 --> 00:11:25,790
+factor للـ rule نفسها. للـ rule هنا هذا التمثيل
+
+158
+00:11:25,790 --> 00:11:29,930
+بالنسبة لي كان الـ certainty factor للـ E، للـ E
+
+159
+00:11:29,930 --> 00:11:34,390
+فقط، للـ E فقط. فأصبح certainty factor، certainty
+
+160
+00:11:34,390 --> 00:11:39,650
+factor، قداش الوثقية إنه إيش هتحدث H، الـ hypothesis H،
+
+161
+00:11:40,840 --> 00:11:44,200
+given الـ evidence E. فهذا هيساوي الـ certainty
+
+162
+00:11:44,200 --> 00:11:47,600
+factor للـ E نفسها، مضروبة في الـ certainty factor للـ
+
+163
+00:11:47,600 --> 00:11:50,340
+rule. كويس، نأخذ مثال.
+
+164
+00:11:53,740 --> 00:11:59,600
+إذا كان السماء صافياً، فإن الجو صافياً، بمعرفة 0
+
+165
+00:11:59,600 --> 00:12:13,040
+.8، بمعرفة 0.8، بمعرفة 0.8، بمعرفة 0.8، بمعرفة 0.8،
+
+166
+00:12:13,040 --> 00:12:19,400
+بمعرفة
+
+167
+00:12:19,400 --> 00:12:22,860
+0.8، بمعرفة 0.8، بمعرفة 0.8، بمعرفة 0.8، بمعرفة 0.8،
+
+168
+00:12:22,860 --> 00:12:24,570
+0.8، بمعرفة 0.8، بمعرفة 0.8، بمعرفة... يعني خمسين خمسين،
+
+169
+00:12:24,570 --> 00:12:28,330
+أنا مش متأكد بالظبط، لسة بسكر الستائر، فأنا مش عارف
+
+170
+00:12:28,330 --> 00:12:32,590
+بالظبط هل هو الجو أو السماء صافية أو لأ، فإذا
+
+171
+00:12:32,590 --> 00:12:36,550
+بنحطها خمسين خمسين، في الحالة هذه أن والله هيكون
+
+172
+00:12:36,550 --> 00:12:41,030
+فعلاً sunny، الجو sunny، فعلياً تمثل 0.5،
+
+173
+00:12:41
+
+223
+00:16:27,630 --> 00:16:30,270
+اللي بنضربها في الـ certainty factor للـ rule كاملة
+
+224
+00:16:30,270 --> 00:16:36,010
+على بعضها عشان أحصل على 56% أنه أنا محتاج ألبس
+
+225
+00:16:36,010 --> 00:16:40,670
+نضارات شمس، تمام. طيب، في المقابل في الـ disjunction
+
+226
+00:16:41,550 --> 00:16:44,630
+disjunction، هو الـ junction الثاني اللي يمكن
+
+227
+00:16:44,630 --> 00:16:48,530
+استخدامها في كل شغل الـ reasoning والـ logic اللي
+
+228
+00:16:48,530 --> 00:16:52,750
+هي الـ or، أو or، لما يكون عندي evidence E1 or
+
+229
+00:16:52,750 --> 00:16:57,810
+evidence E2 or evidence 2N، then hypothesis H with
+
+230
+00:16:57,810 --> 00:17:01,530
+certainty factor CF، قيمة معطاة في الحالة هذه
+
+231
+00:17:01,530 --> 00:17:04,830
+بتكلم أنا عن or وor في الـ logic، يعني بتتكلم عن
+
+232
+00:17:04,830 --> 00:17:11,790
+اتحاد، اتحاد أكيد مش هيكون أقل من الـ maximum منهم
+
+233
+00:17:11,790 --> 00:17:16,190
+هيكون بالعكس، ممكن يكون أكبر كمان، ولكن فعلياً كأقل
+
+234
+00:17:16,190 --> 00:17:19,970
+قيمة ممكنة هو أكبر قيمة فيهم، هذا لو افترض أن كلهم
+
+235
+00:17:19,970 --> 00:17:22,990
+متقطعين في بعض، فمعنى ذلك اتحادهم هي الأكبر، هي
+
+236
+00:17:22,990 --> 00:17:26,030
+هتكون أكبر قيمة فيهم، فإذا ما نقدر نقول هي
+
+237
+00:17:26,030 --> 00:17:34,490
+certainty factor، لا، each given E1 union E2 union
+
+238
+00:17:34,490 --> 00:17:40,570
+to AN، أو اتحاد، هتكون تساوي الـ maximum من certainty
+
+239
+00:17:40,570 --> 00:17:44,850
+factor لـ E1، certainty factor E2 to certainty
+
+240
+00:17:44,850 --> 00:17:49,150
+factor AN، maximum value between them، مضروبة في الـ
+
+241
+00:17:49,150 --> 00:17:52,650
+certainty factor لهنا، للـ rule، للـ rule، نهاية
+
+242
+00:17:52,650 --> 00:17:58,110
+برضه مثال: if sky is overcast، إذا كان والله السماء
+
+243
+00:17:58,800 --> 00:18:05,140
+ملبدة بالغيوم، or the forecast is rain، أو الجو ممطر
+
+244
+00:18:05,140 --> 00:18:10,640
+فإذا، or، ناخد بالنا من الـ or اللي هنا، إذا كان السماء
+
+245
+00:18:10,640 --> 00:18:17,440
+ملبدة بالغيوم أو غائمة، أو الـ forecast، الجو ماطر
+
+246
+00:18:17,440 --> 00:18:20,940
+then the action is take an umbrella with certainty
+
+247
+00:18:20,940 --> 00:18:29,720
+factor 0.9، فإذا كان الجو ماطر أو السماء مغيمة، خد
+
+248
+00:18:29,720 --> 00:18:35,000
+شمسية بقداش، with certainty factor 0.9، الآن قداش
+
+249
+00:18:35,000 --> 00:18:39,460
+احتمال حدوث أي واحدة منهم، الأولى أو الثانية، لازم
+
+250
+00:18:39,460 --> 00:18:44,340
+تكون given، زي إننا نقول والله sky is overcast with
+
+251
+00:18:44,340 --> 00:18:49,940
+certainty factor 0.6، هنقول 0.6، طيب forecast is
+
+252
+00:18:49,940 --> 00:18:58,300
+rain is 0.8، تمام. فالآن certainty factor لمجموعة الـ
+
+253
+00:18:58,300 --> 00:19:00,780
+evidences كاملة على بعضها، الـ maximum منهم، الـ
+
+254
+00:19:00,780 --> 00:19:04,640
+maximum منهم 0.8، فخلاص هناخد 0.8 ونضربها في الـ
+
+255
+00:19:04,640 --> 00:19:07,440
+certainty factor للـ rule كاملة على بعضها، واللي هي
+
+256
+00:19:07,440 --> 00:19:17,320
+0.9، 0.9، فبيطلع عندي 0.72، أو بنسبة 72%، فمبدئياً نسبة
+
+257
+00:19:17,320 --> 00:19:21,160
+ممكن نسميها عالية، almost، فممكن نسميها almost true
+
+258
+00:19:21,960 --> 00:19:25,780
+يعني almost لازم أخد معايا الـ... الـ umbrella، و
+
+259
+00:19:25,780 --> 00:19:30,600
+أنا طالع الصبح، تمام. okay، خلصنا من جزئية الـ
+
+260
+00:19:30,600 --> 00:19:33,280
+conjunctions، مجموعة الـ conjunctions الممكنة اللي
+
+261
+00:19:33,280 --> 00:19:36,360
+هي إما conjun... ال... الـ or أو الـ and، كـ
+
+262
+00:19:36,360 --> 00:19:39,980
+conjunction، conjunction or... and، عفواً، وits
+
+263
+00:19:39,980 --> 00:19:44,380
+conjunction هي الـ or، فخلصناهم الآن. لما يكون عندي
+
+264
+00:19:44,380 --> 00:19:50,680
+the same consequent لـ two rules، بمعنى لو عندي الـ
+
+265
+00:19:50,680 --> 00:20:00,170
+rule رقم واحد: if a is x then c is z with
+
+266
+00:20:00,170 --> 00:20:04,110
+certainty factor 0.8، طيب، rule ثانية مختلفة تماماً
+
+267
+00:20:04,110 --> 00:20:11,970
+مستقلة: if b is y then c is z، هنلاقي برضه الـ c is z
+
+268
+00:20:11,970 --> 00:20:18,060
+متشابهين، فهنا الـ hypothesis واحدة لـ two rules، لـ two
+
+269
+00:20:18,060 --> 00:20:22,080
+rules، بس كل rule لها certainty factor مختلفة عن
+
+270
+00:20:22,080 --> 00:20:24,660
+الثانية، لها certainty factor مختلفة عن الثانية، ففي
+
+271
+00:20:24,660 --> 00:20:28,920
+الحالة هذه، كيف بقدر أكون واثق من الـ hypothesis
+
+272
+00:20:28,920 --> 00:20:34,900
+نفسها، الفرضية أن C تساوي Z، أو C is Z، قداش بقدر أقول
+
+273
+00:20:34,900 --> 00:20:39,620
+عليها هي حقيقة؟ لا هي 0.8 ولا هي 0.6، لأن هذه جاية
+
+274
+00:20:39,620 --> 00:20:41,200
+من rule، وهذه جاية من rule، لكن أنا في النهاية بدي
+
+275
+00:20:41,200 --> 00:20:45,600
+أخذ معلومة موحدة من الإثنتين، كيف بقدر أخذها؟ إذا
+
+276
+00:20:45,600 --> 00:20:51,520
+افترضنا أن الـ two rules تحققوا، كلاهما fired، تحقق
+
+277
+00:20:51,520 --> 00:20:56,490
+فعلياً، بنقدر نقول عندي حالات معينة، الحالة الأولى
+
+278
+00:20:56,490 --> 00:21:01,370
+منهم: إذا كانوا الإثنين موجب، كلاهما موجب، ففي
+
+279
+00:21:01,370 --> 00:21:03,870
+الحالة هذه بناخد كأنه اتحادهم
+
+280
+00:21:06,140 --> 00:21:11,040
+كأنه اتحادهم، ازاي بالضبط؟ لما يجينا واحد يدخل
+
+281
+00:21:11,040 --> 00:21:16,720
+علينا الغرفة ويقول لنا خلاص روحوا، في قرار إنكم
+
+282
+00:21:16,720 --> 00:21:21,260
+تروحوا، هذه معلومة، هقول له والله طب استنى، قداش أنتَ
+
+283
+00:21:21,260 --> 00:21:24,440
+تثق بمعلومتك، يعني مين اللي جالك؟ جاله والله سمعت،
+
+284
+00:21:24,440 --> 00:21:28,700
+قداش أنتَ تثق باللي سمعته؟ جالنا مثلاً 0.8، والله أنا
+
+285
+00:21:28,700 --> 00:21:32,020
+أثق 80% أن معلومتي صح، قولنا له ماشي، خلاص اتوكل على
+
+286
+00:21:32,020 --> 00:21:34,860
+الله، فاحنا وجدنا أنه 80% مش كتير، كافية، خلينا
+
+287
+00:21:34,860 --> 00:21:38,780
+مكملين درسنا بعد شوية، بعد ربع ساعة، زمان ده كمان
+
+288
+00:21:38,780 --> 00:21:42,240
+واحد وجالي جماعة، خلاص احنا المفروض بدنا نسكر...
+
+289
+00:21:42,240 --> 00:21:46,620
+خلصوا محاضرتكم، فحقوله: قداش أنتَ احتمالية معلومتك
+
+290
+00:21:46,620 --> 00:21:53,370
+صحيحة؟ هنفترض 0.6، okay، كل واحد منهم ما أعطانيش الحقيقة
+
+291
+00:21:53,370 --> 00:21:58,890
+معلومة كاملة أنه الـ true كامل، لكن مجرد إن هم صاروا
+
+292
+00:21:58,890 --> 00:22:03,610
+إثنين، والإثنين في نفس الاتجاه، يعني بأكدوا
+
+293
+00:22:03,610 --> 00:22:08,130
+المعلومة، فواضح أنه أنا عندي صار تأكيد أكبر من
+
+294
+00:22:08,130 --> 00:22:15,770
+أكبر منهم، لأ أنا صار عندي الآن وثوقية أكبر من الـ 0.8
+
+295
+00:22:15,770 --> 00:22:19,390
+أنه آه في مشكلة، واضح أنه احنا معناته يمكن مضطرين
+
+296
+00:22:19,390 --> 00:22:22,270
+نتسكر مثلاً، أو في إجازة، في شيء، في حاجة يبدو أنه في
+
+297
+00:22:22,270 --> 00:22:27,030
+شيء، بس صارت أكبر من 0.8، ليش؟ لأنه تجمعت المعلومات
+
+298
+00:22:27,030 --> 00:22:30,730
+والمعلومات كلها في إيش؟ في اتجاه واحد، في اتجاه
+
+299
+00:22:30,730 --> 00:22:35,870
+واحد، مش والله واحد إجا أثبت، واحد نفع، لأ هما
+
+300
+00:22:35,870 --> 00:22:39,610
+الإثنين في اتجاه الإثبات، بس بدرجات متفاوتة، بدرجات
+
+301
+00:22:39,610 --> 00:22:44,260
+متفاوتة، ففي الحالة دي بناخد قانون، قانون الـ union
+
+302
+00:22:44,260 --> 00:22:47,680
+أو اتحاد المجموعات، متذكرين اتحاد المجموعات بكل
+
+303
+00:22:47,680 --> 00:22:50,680
+بساطة؟ إذا هذه certainty factor number one،
+
+304
+00:22:50,680 --> 00:22:53,800
+certainty factor number two، بقدر أقول إن هي تساوي
+
+305
+00:22:53,800 --> 00:22:57,300
+certainty factor number one plus certainty factor
+
+306
+00:22:57,300 --> 00:23:01,140
+number two، بس بدنا ناخد بالنا إنه دائماً في اللي
+
+307
+00:23:01,140 --> 00:23:04,980
+بدنا نطرح منهم الـ intersection، فناقص certainty
+
+308
+00:23:04,980 --> 00:23:07,460
+factor number one في certainty factor number two
+
+309
+00:23:07,460 --> 00:23:11,460
+هذا القانون اللي كنتوا تاخدوه في الـ calculus،
+
+310
+00:23:11,460 --> 00:23:14,680
+وخدناه في الـ discrete، أذكر أننا شرحناها في الـ
+
+311
+00:23:14,680 --> 00:23:18,260
+discrete في الزمانات، فبنقدر نقول إنه هذا هو
+
+312
+00:23:18,260 --> 00:23:23,000
+القانون الأول، إذا كانت الـ certainty factor واحد و
+
+313
+00:23:23,000 --> 00:23:27,540
+certainty factor إثنين موجبين، أكبر من صفر، هم في...
+
+314
+00:23:27,540 --> 00:23:34,060
+للإثبات... للإثبات، طيب، إذا كانوا للنفي، إن والله لأ
+
+315
+00:23:34,060 --> 00:23:38,320
+هما كلاهما اللي إجا بالسلب، يعني بيقولوا لأ لأ، فش
+
+316
+00:23:38,320 --> 00:23:42,940
+إجازة، خلّيكم كاملين، فش مشكلة، خلّيني أكمل محاضرتكم
+
+317
+00:23:42,940 --> 00:23:46,800
+كل واحد أعطانيها بنسبة متفاوتة عن الثاني، لكن كلاهما
+
+318
+00:23:46,800 --> 00:23:52,260
+بينفي المعلومة، ففي الآخر برضه بنعملها بـ certainty
+
+319
+00:23:52,260 --> 00:23:56,720
+factor one، لاحظوا هنا إيش بدنا نعمل؟ plus certainty
+
+320
+00:23:56,720 --> 00:24:00,240
+factor two، بس أنا عامل حساب إن هدول بالسالب، مش
+
+321
+00:24:00,240 --> 00:24:06,700
+هيك، لإن هدول نفي، عشان هيك، مادام بالسالب بدنا نجمع
+
+322
+00:24:06,700 --> 00:24:11,460
+certainty factor واحد في certainty factor إثنين، و
+
+323
+00:24:11,460 --> 00:24:14,360
+هذه الحالة في حالة certainty factor 1 و certainty
+
+324
+00:24:14,360 --> 00:24:19,480
+factor 2 أقل من 0
+
+325
+00:24:19,480 --> 00:24:25,180
+طيب، otherwise، أنه لأ والله هي لا الحالة هذه ولا
+
+326
+00:24:25,180 --> 00:24:30,140
+الحالة هذه، هي فعلياً اللي حدث، أن الـ two rules عكس
+
+327
+00:24:30,140 --> 00:24:36,020
+بعض، الأول قال إجازة يا جماعة، روحوا، بعد شوية إجا
+
+328
+00:24:36,020 --> 00:24:39,100
+واحد ثاني قال: لا لا، فش إجازة، فبدنا نسأل: أنتَ جاتك
+
+329
+00:24:39,100 --> 00:24:43,200
+وثقة كلامك، وأنتَ جاتك وثقة كلامك، عشان نجيب
+
+330
+00:24:43,200 --> 00:24:47,480
+المحصلة لهم، بس المحصلة في الحالة هذه اختلفوا
+
+331
+00:24:47,480 --> 00:24:52,260
+بمعنى أن واحد منهم بس هو اللي أقل من صفر، والثاني
+
+332
+00:24:52,260 --> 00:24:56,220
+أكبر من صفر، فواضح أنه إذا كان certainty factor
+
+333
+00:24:56,220 --> 00:24:59,260
+واحد أقل من صفر، أو الـ certainty factor إثنين أقل
+
+334
+00:24:59,260 --> 00:25:03,630
+من صفر، وليس كلاهما، وليس كلاهما، كلاهما، بنروح للحالة
+
+335
+00:25:03,630 --> 00:25:07,510
+الثالثة اللي احنا هنا اتكلمنا عنها، اللي هو الإثنين
+
+336
+00:25:07,510 --> 00:25:11,170
+بينفوا، لكن الآن احنا نتكلم واحد أثبت وواحد نفى،
+
+337
+00:25:11,170 --> 00:25:16,210
+فبقدر أقول أنه هيكون، متذكرين لما قلنا الـ success
+
+338
+00:25:16,210 --> 00:25:19,990
+على الـ failure، بالضبط هو هذا اللي بنجيبه، بدنا نجيب
+
+339
+00:25:19,990 --> 00:25:24,370
+محصلة الـ success، فهنجمعهم واحنا عارفين أن واحد
+
+340
+00:25:24,370 --> 00:25:27,030
+منهم هيكون عكس الثاني، احنا عارفين الكلام هذا مش
+
+341
+00:25:27,030 --> 00:25:29,590
+هيك، واحد منهم عكس الثاني، يعني واحد منهم موجب، واحد
+
+342
+00:25:29,590 --> 00:25:33,430
+منهم سالب، فهنجمعهم عشان أجيب الـ difference between
+
+343
+00:25:33,430 --> 00:25:37,250
+الـ absolute values، فبنكون جبنا كأن الفروقات بين
+
+344
+00:25:37,250 --> 00:25:39,990
+الـ absolute values، لما نجمعهم بهذا الشكل، وأنا
+
+345
+00:25:39,990 --> 00:25:42,690
+عارف أن واحدة منهم عكس الثانية، واحدة منهم عكس
+
+346
+00:25:42,690 --> 00:25:46,210
+الثانية، فهنجمعهم، هذا حقيقة هيعطيني محصلة الـ
+
+347
+00:25:46,210 --> 00:25:49,410
+success، واللي ممكن تكون بالسالب، ممكن بالمناسبة
+
+348
+00:25:49,410 --> 00:25:51,870
+تكون سالب، ليش؟ لأنه ممكن تكون رايحة على الـ
+
+349
+00:25:51,870 --> 00:25:54,990
+disbelief، ممكن تكون رايحة على الـ disbelief، كويس، على
+
+350
+00:25:55,800 --> 00:25:59,060
+على إيش؟ على الـ failure، والـ failure هيكون هو
+
+351
+00:25:59,060 --> 00:26:05,080
+العكس تبع الأقل منهم، عكس أقل منهم، فهاخد الأقل، إما
+
+352
+00:26:05,080 --> 00:26:07,260
+الـ certainty factor الأولى، أو الـ certainty factor
+
+353
+00:26:07,260 --> 00:26:12,640
+الثانية، كويس، ونعكسها، نعكسها إيش يعني؟ مش عكس اللي
+
+354
+00:26:12,640 --> 00:26:16,580
+هو، عكس إشارة، وإنما الـ complement، الـ complement،
+
+355
+00:26:16,580 --> 00:26:19,700
+بمعنى إن أحطها، بدل ما هي success، أصير failure،
+
+356
+00:26:19,700 --> 00:26:24,270
+فحقول واحد ناقص القيمة، واحد ناقص القيمة، فبكون جبت
+
+357
+00:26:24,270 --> 00:26:28,350
+المكملة، مكملتها، بهذه الحالة بنقدر نقول إن احنا
+
+358
+00:26:28,350 --> 00:26:33,010
+جبنا certainty factor لأكثر من rule بيعطوني نفس الـ
+
+359
+00:26:33,010 --> 00:26:36,790
+hypothesis في الـ... ولو افترضنا أن الـ rule... و
+
+360
+00:26:36,790 --> 00:26:40,950
+لو الـ rule الثانية are fired، كلاهما فعلاً تحقق
+
+361
+00:26:40,950 --> 00:26:45,390
+فهناخد مثال لحالات اللي احنا أخذناها، الـ rule رقم
+
+362
+00:26:45,390 --> 00:26:50,350
+واحد اللي كانت: if a is x then c is z with
+
+363
+00:26:50,350 --> 00:26:54,750
+certainty factor of 0.8، rule number two: if b is y
+
+364
+00:26:54,750 --> 00:27:00,100
+then c is z with certainty factor 0.6، في الحالة هذه
+
+365
+00:27:00,100 --> 00:27:05,660
+لو افترضنا كفرضية أولى أن كلاهما الـ evidence
+
+366
+00:27:05,660 --> 00:27:11,280
+للأولى، والـ evidence للثانية، تمام، كلاهما الـ
+
+367
+00:27:11,280 --> 00:27:14,960
+certainty factor بتاعتهم plus one، ففي اتجاه
+
+368
+00:27:14,960 --> 00:27:18,840
+التأكيد، في اتجاه أنه بيأكدوا الـ rule، في الحالة هذه
+
+369
+00:27:18,840 --> 00:27:24,480
+بنقدر نقول: certainty factor in general للـ rule الأولى
+
+370
+00:27:24,480 --> 00:27:26,620
+اللي هتساوي الـ certainty factor للـ evidence
+
+371
+00:27:26,620 --> 00:27:30,360
+بتاعتها، فالـ certainty factor للـ rule نفسها رقم واحد
+
+372
+00:27:30,360 --> 00:27:36,000
+فهتكون الـ 0 point أو الـ one، الـ one نفسها اللي احنا
+
+373
+00:27:36,000 --> 00:27:39,560
+خدناها هنا، أو فرضناها، مضروبة في الـ 0.8
+
+374
+00:27:39,560 --> 00:27:45,460
+فهيعطيني 0.8، هذه لمين؟ للـ rule الأولى
+
+375
+00:27:45,460 --> 00:27:49,460
+للـ rule الثانية برضه عندي واحد للـ evidence بتاعتها
+
+376
+00:27:50,370 --> 00:27:57,190
+واحد، إن b is Y، يعني كأنه واقعة حقيقة b is Y في
+
+377
+00:27:57,190 --> 00:27:59,330
+الحالة دي، عشان نحسب الـ certainty factor للـ rule
+
+378
+00:27:59,330 --> 00:28:04,210
+كلها، إن والله فعلاً قداش أنا أثق إن H هتتحقق إذا
+
+379
+00:28:04,210 --> 00:28:08,490
+حدثت E2، فبنقول الواحد مضروبة في الـ certainty
+
+380
+00:28:08,490 --> 00:28:14,950
+factor للـ rule رقم إثنين، فبيطلع 0.6، الحقيقة لأن الـ
+
+381
+00:28:14,950 --> 00:28:19,500
+hypothesis هي ظهرت في الحالتين، وكلاهما موجب، فعلى
+
+382
+00:28:19,500 --> 00:28:22,640
+طول هنستخدم الـ rule الأولى، اللي هي عملية اتحادهم
+
+383
+00:28:22,640 --> 00:28:27,500
+اتحادهم، فإذا مجموعهم ناقص ضربهم، مجموعهم ناقص ضربهم
+
+384
+00:28:27,500 --> 00:28:33,580
+بنعمل عملية مجموعهم ناقص ضربهم، بحيث إنها تصبح 0.8
+
+385
+00:28:33,580 --> 00:28:40,180
+plus 0.6 minus 0.8 في 0.6
+
+386
+00:28:42,620 --> 00:28:47,420
+تمام، احسبوها، عشان يطلع معانا 0.92، واضح إنها أكبر
+
+387
+00:28:47,420 --> 00:28:51,500
+من أكبرهم، ليش؟ لأن الإثنين بيأكدوا نفس المعلومة،
+
+388
+00:28:51,500 --> 00:28:56,880
+صحيح، الأولان جاب لي المعلومة هذه باحتمالية 80%، بس
+
+389
+00:28:56,880 --> 00:29:00,420
+الثاني مجرد أنه أعطاني ولو احتمالية 50%، حتى هو
+
+390
+00:29:00,420 --> 
+
+445
+00:33:46,010 --> 00:33:48,990
+فأكيد هتكون الـ certainty factor لـ tomorrow is
+
+446
+00:33:48,990 --> 00:33:53,850
+rain if today is rain totally 0.5 اللي هي تحت
+
+447
+00:33:53,850 --> 00:33:58,550
+الـ rule نفسها تحت الـ rule نفسها فـ tomorrow
+
+448
+00:34:03,590 --> 00:34:16,290
+is rain وخلّيني أقول tomorrow is
+
+449
+00:34:16,290 --> 00:34:22,810
+dry أول ما خلّصنا الأن أول rule كان عندي الـ rain 0
+
+450
+00:34:22,810 --> 00:34:29,530
+.5 اللي dry لسه zero ما زالت zero طيب ناخد معلومة
+
+451
+00:34:29,530 --> 00:34:32,530
+أخرى طبعا مين اللي بيحددلي إيش بده المعلومات هذه؟
+
+452
+00:34:33,990 --> 00:34:37,770
+بدنا نرجع عارفين نلاقي إيش؟ متذكرين لما عملنا الـ
+
+453
+00:34:37,770 --> 00:34:41,970
+.. الـ .. الـ inference strategy بتاعتنا و كان في
+
+454
+00:34:41,970 --> 00:34:44,590
+عندي الـ forward و الـ backward و في آخر المثال
+
+455
+00:34:44,590 --> 00:34:47,790
+حددنا إيش المعلومات اللي أنا محتاجها عشان أعمل
+
+456
+00:34:47,790 --> 00:34:51,330
+firing للـ rule كلها على بعض، من خلالها بنعرف إذا
+
+457
+00:34:51,330 --> 00:34:55,750
+كان الـ evidence هو hypothesis لـ rule تانية، مش
+
+458
+00:34:55,750 --> 00:35:00,000
+محتاج أسأل عنه بروح لـ rule التانية بشوف الـ rule
+
+459
+00:35:00,000 --> 00:35:02,520
+التانية إيش الـ evidences تاعتها إذا وجدت إن الـ
+
+460
+00:35:02,520 --> 00:35:07,300
+evidence غير موجود في أي rule كـ hypothesis بسأل
+
+461
+00:35:07,300 --> 00:35:11,100
+عنه بنسأل عنه فالأن سألنا عن الـ rainfall today
+
+462
+00:35:11,100 --> 00:35:15,660
+فجالي low طبعا كلمة low مطاطة ما أعطتنيش معلومة هناك
+
+463
+00:35:15,660 --> 00:35:18,820
+كانت rain خلاص مطر انتهى الكلام هو كان بيقولي مطر
+
+464
+00:35:18,820 --> 00:35:22,320
+ولا مش مطر فجالي مطر سكتنا فكانت واحد أما rain هنا
+
+465
+00:35:22,320 --> 00:35:27,430
+لأ لازم أسأل عن certainty between الـ 0 و الـ 1
+
+466
+00:35:27,430 --> 00:35:34,010
+فحيقولي والله 0.8 فصار عندي هنا today is rain من
+
+467
+00:35:34,010 --> 00:35:38,450
+الـ rule رقم تلاتة قلنا واحد طيب الـ rainfall is low
+
+468
+00:35:38,450 --> 00:35:43,550
+with degree قداش 0.8 و tomorrow is dry قداش هتكون
+
+469
+00:35:43,550 --> 00:35:49,000
+الآن الـ possibility بتاعتها هتكون لاحظوا and يعني
+
+470
+00:35:49,000 --> 00:35:52,020
+إيش بناخد؟ يعني بناخد الأقل منهم الأقل منهم هي الـ
+
+471
+00:35:52,020 --> 00:35:57,320
+0.8 بنضربها في مين؟ في الـ 0.6 بتاعة الـ rule عشان
+
+472
+00:35:57,320 --> 00:36:04,040
+يظهر عندي في النهاية 0.48 فهذه automatically صارت
+
+473
+00:36:04,040 --> 00:36:09,820
+مكان الـ zero على طول مكان الـ zero dry أصبحت 0.48
+
+474
+00:36:09,820 --> 00:36:15,830
+ممتاز .. ممتاز جداً. إن كمل باقي الـ rules هنجد إنه
+
+475
+00:36:15,830 --> 00:36:18,310
+عشان أكمل باقي الـ rules محتاج أسأل عن temperature
+
+476
+00:36:18,310 --> 00:36:23,750
+temperature cold cold بين قداش بين صفر و واحد
+
+477
+00:36:23,750 --> 00:36:26,590
+برضه بدأ أسأله قداش أنت تثق بكلمة cold يعني هل هو
+
+478
+00:36:26,590 --> 00:36:30,330
+برد كتير ولا برد شوية ولا almost ولا إيش بالظبط
+
+479
+00:36:30,330 --> 00:36:40,830
+شعورك بالبرد فجالي 0.9 هنقول إنه أعطانا قيمة 0.9
+
+480
+00:36:42,710 --> 00:36:46,670
+0.9 نبدأ الـ firing لأن لـ الـ rule عشان نقول today is
+
+481
+00:36:46,670 --> 00:36:51,110
+rain واحد rainfall is low 0.8  لسه كنا
+
+482
+00:36:51,110 --> 00:36:57,570
+واخدينها temperature is cold 0.9 الآن بدنا نشوف الـ
+
+483
+00:36:57,570 --> 00:37:00,530
+junction هي and ولا or لأ والله الـ junction and
+
+484
+00:37:00,530 --> 00:37:06,550
+فإذا باخد من الأقل 0.8 مضروبة في الـ 0.7 تبعت الـ
+
+485
+00:37:06,550 --> 00:37:12,850
+rule كاملة على بعضها فهنضربها في الـ 0.7 في الـ 0.7
+
+486
+00:37:12,850 --> 00:37:20,970
+تمام ففعلياً في الـ 0.7 اللي حدث أنه كقيمة بتطلع 0
+
+487
+00:37:20,970 --> 00:37:24,510
+.56
+
+488
+00:37:24,510 --> 00:37:33,330
+تمام بهذا الشكل فهيصبح today tomorrow is dry 0.56
+
+489
+00:37:33,330 --> 00:37:39,950
+rain 0.5 حقيقة المعلومة هذه لسه غير كاملة ليش غير
+
+490
+00:37:39,950 --> 00:37:45,690
+كاملة؟ لأن الـ dry نتجت الآن يا رب نحن أنتجناها
+
+491
+00:37:45,690 --> 00:37:50,090
+هنا من الـ rule رقم أربعة rule رقم أربعة بتنتج لي
+
+492
+00:37:50,090 --> 00:37:53,610
+dry لكن في نفس الوقت اللي هي الـ hypothesis بتاعتنا
+
+493
+00:37:53,610 --> 00:37:56,650
+لكن في نفس الوقت أنا عامل firing لها سابقاً من الـ
+
+494
+00:37:56,650 --> 00:38:01,230
+rule رقم تلاتة برضه dry كان نتجها فصار عندي نفس الـ
+
+495
+00:38:01,230 --> 00:38:05,930
+hypothesis في two rules بدنا نشوف قيمهم هما اثبات
+
+496
+00:38:05,930 --> 00:38:10,110
+ولا نفي عشان نعمل المحصلة المحصلة بتاعتنا الاتنين
+
+497
+00:38:10,110 --> 00:38:13,790
+كانوا اثبات ليش الاتنين كانوا اثبات؟ لأن القيمة
+
+498
+00:38:13,790 --> 00:38:19,390
+السابقة كانت الـ 0.48 والقيمة الحالية من الـ rule
+
+499
+00:38:19,390 --> 00:38:25,700
+اللي اشتغلنا عليه الرقم 4 كان عندي 0.56 فالاتنين
+
+500
+00:38:25,700 --> 00:38:29,560
+هدول هنجمحهم و نطرح منهم ضربهم .. نطرح منهم ضربهم
+
+501
+00:38:29,560 --> 00:38:33,160
+عشان يطلع الآن المحصلة الحقيقية لـ tomorrow is dry
+
+502
+00:38:33,160 --> 00:38:41,900
+و اللي هتظهر كـ 0.77 أو 0.77 هذه هي القيمة
+
+503
+00:38:41,900 --> 00:38:45,060
+الحقيقية بعد ما عملنا firing لها rule رقم 1 rule
+
+504
+00:38:45,060 --> 00:38:51,430
+رقم 3 rule رقم 4 مع بعضو كذا بنشتغل على هذا الكلام
+
+505
+00:38:51,430 --> 00:38:55,470
+تمام مدام بنقدر نشتغل بهذا الشكل ممكن نكمل الآن
+
+506
+00:38:55,470 --> 00:39:00,270
+باقي الأسئلة إذا كان محتاجين أي معلومات لـ firing
+
+507
+00:39:00,270 --> 00:39:05,250
+باقي الـ rules و نحصل على المحصلة النهائية إذا كان
+
+508
+00:39:05,250 --> 00:39:09,250
+لقدام أي rule من الـ rules عاملة الكناتج rain
+
+509
+00:39:09,250 --> 00:39:13,700
+تاخدوا بالكم إن في rain سابقاً بـ 0.5 بروحش باخد
+
+510
+00:39:13,700 --> 00:39:17,040
+النتيجة و بحطها مباشرة، لأ، هيكون في عندي نتيجتين،
+
+511
+00:39:17,040 --> 00:39:20,240
+النتيجتين لازم نشوف قيمهم، إذا والله موجبة،
+
+512
+00:39:20,240 --> 00:39:24,680
+بنجمحهم، ننقص ضربهم، إذا سالبة، بنجمحهم، زائد
+
+513
+00:39:24,680 --> 00:39:28,420
+ضربهم، إذا واحدة مختلفة عن التانية، فبنعمل الـ
+
+514
+00:39:28,420 --> 00:39:33,170
+success على الـ failure اللي هو مجموعهم على واحد
+
+515
+00:39:33,170 --> 00:39:35,970
+ناقص الـ minimum منهم الواحد ناقص الـ minimum منهم
+
+516
+00:39:35,970 --> 00:39:39,070
+معناته بيعمل لي الـ failure تبعتها الـ failure أو
+
+517
+00:39:39,070 --> 00:39:44,430
+عكسها عكس نجاحها طيب نكتفي بهذا القدر من المحاضرة
+
+518
+00:39:44,430 --> 00:39:47,670
+و نستكمل الجزء المتبقي في المحاضرة القادمة إن شاء
+
+519
+00:39:47,670 --> 00:39:50,830
+الله تعالى أو في الجزء الثاني من محاضرتنا اللي هي
+
+520
+00:39:50,830 --> 00:39:53,230
+الـ bias of Bayesian method
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/JmMh8fcDKvU_postprocess.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/JmMh8fcDKvU_postprocess.srt
new file mode 100644
index 0000000000000000000000000000000000000000..e3328c9cf0a531fce86be1fdb01ede9901b14775
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/JmMh8fcDKvU_postprocess.srt
@@ -0,0 +1,2080 @@
+1
+00:00:05,030 --> 00:00:07,030
+بسم الله الرحمن الرحيم والصلاة والسلام علي أشرف
+
+2
+00:00:07,030 --> 00:00:09,970
+الأنبياء ومرسلين سيدنا محمد وعلى آله وصحبه أجمعين
+
+3
+00:00:09,970 --> 00:00:14,170
+نكمل ما بدأناه في موضوع ال uncertainty management
+
+4
+00:00:14,170 --> 00:00:19,130
+ويتحدثنا المرة السابقة في محاضرتنا السابقة على ال
+
+5
+00:00:19,130 --> 00:00:21,610
+probability و ال conditional probability وكيف
+
+6
+00:00:21,610 --> 00:00:28,450
+نتعامل مع ال rules من خلال ال probability و هذا
+
+7
+00:00:28,450 --> 00:00:33,010
+خلانا نروح لمثال عرفنا من خلاله إيش المقصود بال
+
+8
+00:00:33,010 --> 00:00:38,950
+likelihoodsufficiency و likelihood necessity خلصنا
+
+9
+00:00:38,950 --> 00:00:43,070
+من هذا الموضوع واليوم هنبدأ نتكلم عن ال certainty
+
+10
+00:00:43,070 --> 00:00:48,310
+factors كطريقة أخرى للتعامل مع ال uncertainty في
+
+11
+00:00:48,310 --> 00:00:53,550
+موضوع ال rules أو ال rule based expert system طيب
+
+12
+00:00:53,550 --> 00:00:56,790
+ليش اللي خلانا نروح ل certainty factor لأنه ببساطة
+
+13
+00:00:56,790 --> 00:01:01,270
+جدا ال probability محتاجة statistics كتير فمحتاجة
+
+14
+00:01:01,780 --> 00:01:05,620
+معلومات وإحصائيات كبيرة جدا مش دائما في كل ال
+
+15
+00:01:05,620 --> 00:01:08,580
+expert systems ممكن تتوفر هذه الإحصائيات فهذا
+
+16
+00:01:08,580 --> 00:01:12,100
+بيخلينا نروح لطريقة تانية نشوف كيف ممكن نتعامل
+
+17
+00:01:12,100 --> 00:01:15,600
+معاها فالطريقة التانية بكل بساطة اللي هي certainty
+
+18
+00:01:15,600 --> 00:01:22,300
+factors theory اللي هي ممكن نسميها البديل الشائع
+
+19
+00:01:22,300 --> 00:01:26,020
+لاستخدام ال Bayesian reasoning أو لاستخدام ال
+
+20
+00:01:26,020 --> 00:01:30,410
+Bayesian ruleبديل و بديل مناسب الحقيقة لأنه بكل
+
+21
+00:01:30,410 --> 00:01:33,490
+بساطة ال certainty factor هذه أو ال CF ممكن نسميها
+
+22
+00:01:33,490 --> 00:01:39,290
+ال number to measure the experts belief بمعنى قداش
+
+23
+00:01:39,290 --> 00:01:45,460
+الرقم هذا ممكن يعطينيال expert اللي هو ال human
+
+24
+00:01:45,460 --> 00:01:50,340
+expert أو ال domain expert بحيث انه يثق في هذه ال
+
+25
+00:01:50,340 --> 00:01:54,020
+rule جديش ال rule؟ بقى اتكلم انا وياه بتقوله طبعا
+
+26
+00:01:54,020 --> 00:01:58,320
+بتكلم انا وياه حال لساني اللي هو مين ال .. ال
+
+27
+00:01:58,320 --> 00:02:00,740
+engineer اللي خاص بال knowledge .. knowledge
+
+28
+00:02:00,740 --> 00:02:04,140
+engineer بتحدث معاه على اساس انه جديش يثق ال
+
+29
+00:02:04,140 --> 00:02:07,880
+expert او ال human expert في هذه ال rule فبيعطيه
+
+30
+00:02:07,880 --> 00:02:11,320
+قيمة انه اه والله اثق انه دائما ال rule هذه almost
+
+31
+00:02:11,320 --> 00:02:16,710
+truealmost true بيعطيها قيمة .. بيعطيها قيمة معينة
+
+32
+00:02:16,710 --> 00:02:20,470
+ف maximum .. ال maximum value لهذا ال .. ال
+
+33
+00:02:20,470 --> 00:02:24,990
+parameter أو ال C F أو certainty factor هو plus
+
+34
+00:02:24,990 --> 00:02:29,090
+one وهذا معناه definitely true فا اذا أنا بقول
+
+35
+00:02:29,090 --> 00:02:33,450
+definitely true معناه ذلك ان هذا بيعطيها قيمة واحد
+
+36
+00:02:33,450 --> 00:02:38,170
+وهذا حقيقة مطلقة .. حقيقة مطلقة فإذا دائما صحيحة
+
+37
+00:02:39,940 --> 00:02:43,840
+بتتدرج من ال maximum الواحد ل ال minimum minus one
+
+38
+00:02:43,840 --> 00:02:47,260
+وهدي definitely false بمعنى ان الرول هذه دائما
+
+39
+00:02:47,260 --> 00:02:53,480
+false دائما ارتباطهم نفي ارتباط ال evidence مع ال
+
+40
+00:02:53,480 --> 00:02:57,420
+conclusion او مع ال hypothesis هي عملية نفي for
+
+41
+00:02:57,420 --> 00:03:00,260
+example لو قولنا مثلا انه اذا كان ال expert system
+
+42
+00:03:01,050 --> 00:03:06,450
+في بعض ال evidence ل evidence معينة اعطانا .. طبعا
+
+43
+00:03:06,450 --> 00:03:11,190
+ال evidence اللي هي هتعطي لل hypothesis و اعطاني
+
+44
+00:03:11,190 --> 00:03:16,810
+كلمة almost certainly true automatically ال
+
+45
+00:03:16,810 --> 00:03:19,950
+knowledge engineer بده يترجم الكلمة هذه او اللي هي
+
+46
+00:03:19,950 --> 00:03:25,750
+ال almost ل 0.8 .. 0.8 زي ما أخدنا في محاضرتنا
+
+47
+00:03:25,750 --> 00:03:30,620
+السابقة ان والله في جدوللبعض الألفاظ ذات ال
+
+48
+00:03:30,620 --> 00:03:34,980
+probability المتباينة و بنعطيهم قيم في جزئية ال
+
+49
+00:03:34,980 --> 00:03:38,000
+Bayesian rule أو ال Bayesian reasoning نفس الكلام
+
+50
+00:03:38,000 --> 00:03:41,600
+برضه في ال certainty factor في بعض الفاظ بنعطيها
+
+51
+00:03:41,600 --> 00:03:46,300
+قيم معينة من اللغة هذه الألفاظ زي definitely not
+
+52
+00:03:46,300 --> 00:03:51,320
+فبنعطيها minus one أو definitely not minus one
+
+53
+00:03:51,320 --> 00:03:58,500
+almost certainly not minus 0.8 probably notminus 0
+
+54
+00:03:58,500 --> 00:04:05,260
+.6 maybe not برضه minus 0.4 و unknown .. unknown
+
+55
+00:04:05,260 --> 00:04:09,440
+اللي هي مش معروفة فهدي بتكون من ال minus 0.2 to
+
+56
+00:04:09,440 --> 00:04:14,040
+plus 0.2 هدي معناته انه unknown انا مش عارف بالظبط
+
+57
+00:04:14,040 --> 00:04:19,340
+هي صح ولا خطأ ال ruleعلى النقيد لل mirror بتاعتها
+
+58
+00:04:19,340 --> 00:04:25,580
+maybe عكس maybe not فهد هتكون plus 0.4 probably
+
+59
+00:04:25,580 --> 00:04:29,600
+عكس probably not فهتكون بالموجة بدل السالب almost
+
+60
+00:04:29,600 --> 00:04:36,260
+certainly هتكون plus 0.8 definitely هتكون true
+
+61
+00:04:36,260 --> 00:04:41,090
+definitely true معناته plus one plusone فهذه معظم
+
+62
+00:04:41,090 --> 00:04:45,150
+الألفاظ اللي ممكن استخدامها و بنقرب باقي اللغة
+
+63
+00:04:45,150 --> 00:04:49,650
+لأحدها بحيث انه يتعطى قيمة ل certainty factor
+
+64
+00:04:49,650 --> 00:04:54,550
+بتاعتها لان كيف استخدامها مع ال rule؟ okay لان
+
+65
+00:04:54,550 --> 00:04:58,130
+عملنا زي ما بيقولوا كأن عملنا encoding شفرة معينة
+
+66
+00:04:58,130 --> 00:05:01,550
+لبعض الألفاظ و ماقدرش نعطيها قيم جد كيف بستخدمها
+
+67
+00:05:01,550 --> 00:05:07,440
+مع ال rule فبقدر اقول ifevidence then hypothesis
+
+68
+00:05:07,440 --> 00:05:11,480
+with certainty factor و بنعطيه قيمته زي ما كنا
+
+69
+00:05:11,480 --> 00:05:16,300
+بنتكلم with probability كنا بنعطيها قيمتها طبعا
+
+70
+00:05:16,300 --> 00:05:20,740
+بدلاش ننسى ان ال evidence نفسه كمان فيه له
+
+71
+00:05:21,470 --> 00:05:25,290
+probability جداش انا اثق ان هو هيتحقق فعلا في
+
+72
+00:05:25,290 --> 00:05:30,710
+البداية تمام فإذا ال CF هنا هتعبر عن جداش انا اثق
+
+73
+00:05:30,710 --> 00:05:36,850
+ان ال hypothesis H هتنتج او ه to conclude that
+
+74
+00:05:36,850 --> 00:05:41,030
+evidence if طبعا that evidence E has occurred إذا
+
+75
+00:05:41,030 --> 00:05:46,590
+ال evidence E حدث ال uncertainty factorنظريا او من
+
+76
+00:05:46,590 --> 00:05:50,750
+ناحية حسابية كيف يستخدم يستخدم او من خلال مجموعة
+
+77
+00:05:50,750 --> 00:05:55,130
+terms أهمها هي ال measure of belief ال measure of
+
+78
+00:05:55,130 --> 00:05:58,750
+belief هذه اللي هي belief ل .. ب .. ب .. ب .. ب ..
+
+79
+00:05:58,750 --> 00:05:58,950
+ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب ..
+
+80
+00:05:58,950 --> 00:05:58,990
+ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب ..
+
+81
+00:05:58,990 --> 00:05:59,130
+ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب ..
+
+82
+00:05:59,130 --> 00:05:59,870
+ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب ..
+
+83
+00:05:59,870 --> 00:06:00,410
+ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب ..
+
+84
+00:06:00,410 --> 00:06:03,050
+ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب ..
+
+85
+00:06:03,050 --> 00:06:04,930
+ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب ..
+
+86
+00:06:04,930 --> 00:06:12,170
+ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب ..
+
+87
+00:06:12,170 --> 00:06:19,350
+بالإيمان بال rule ناقص عدم الإيمان أو عدم الوثوقية
+
+88
+00:06:19,350 --> 00:06:24,170
+في هذه ال rule الفرق بينهم على واحد ناقص ال
+
+89
+00:06:24,170 --> 00:06:29,850
+minimum منهم ال minimum منهم فكأنه من خلالها بنقول
+
+90
+00:06:29,850 --> 00:06:34,350
+جدش ال certainty factor أو جدش معامل الوثقية في
+
+91
+00:06:34,350 --> 00:06:38,840
+هات حالة معامل وثقيتنافي إنه ال rule هاد هيك سليمة
+
+92
+00:06:38,840 --> 00:06:41,920
+أو صحيحة لو طلعنا على ال term اللي فوق أو ال
+
+93
+00:06:41,920 --> 00:06:46,100
+numerator هنجد إنه هي belief ناقص ال disbelief
+
+94
+00:06:46,100 --> 00:06:49,180
+معناته بيعطيني جداش الفرق بين إن أنا أثق في
+
+95
+00:06:49,180 --> 00:06:52,600
+الموضوع أو لا أثق في الموضوع فبيعطيني الهامش تبع
+
+96
+00:06:52,600 --> 00:06:56,960
+الوثقية فعليا بين واحد بيقول مظبوطة و واحد بيقول
+
+97
+00:06:56,960 --> 00:07:00,460
+لأ غير مظبوطة أو مش مظبوطة ال rule فالفرق بينهم
+
+98
+00:07:00,460 --> 00:07:04,880
+بيعطيني جداش في وثقية جداش أنا أقدر أثق في هذه ال
+
+99
+00:07:04,880 --> 00:07:11,130
+rule علىنفيها على عكسها فعكسها هيكون بالظبط المكمل
+
+100
+00:07:11,130 --> 00:07:15,290
+تبعها بالنسبة للواحد مكملها بالنسبة للواحد فواحد
+
+101
+00:07:15,290 --> 00:07:20,790
+ناقص الأقل منهم كقيمة ك absolute value تمام فكأنه
+
+102
+00:07:20,790 --> 00:07:24,970
+صارت ال success على ال failure الآن كيف بتنقيز كل
+
+103
+00:07:24,970 --> 00:07:27,750
+واحدة منهم الحقيقة بالنسبة لها ال measure of
+
+104
+00:07:27,750 --> 00:07:32,960
+beliefبنقيسها بكل بساطة أنه لو ال B أو ال
+
+105
+00:07:32,960 --> 00:07:37,900
+probability of each equal to one فإذا إن هي حقيقة
+
+106
+00:07:37,900 --> 00:07:42,360
+definitely true automatically خلاص ال belief is
+
+107
+00:07:42,360 --> 00:07:47,540
+one مبطقية جدا إذا أنا أثق إنه ال probability أو
+
+108
+00:07:47,540 --> 00:07:52,250
+قد إيش احتمالية حدوث ال hypothesisH و بقول إن هي
+
+109
+00:07:52,250 --> 00:07:55,890
+واحد فإذا هي completely أكيد هداقما هتكون ال
+
+110
+00:07:55,890 --> 00:08:00,650
+belief تبعها واحد فأنا أؤمن فيها بشكل دائم و بشكل
+
+111
+00:08:00,650 --> 00:08:06,250
+كامل أما otherwise أنه لأ ال probability لل H لا
+
+112
+00:08:06,250 --> 00:08:09,870
+تساوي الواحد ففي الحالة هذه بنقدر نقول إن هي ال
+
+113
+00:08:09,870 --> 00:08:14,890
+maximum between ال probability H condition E أو
+
+114
+00:08:17,110 --> 00:08:21,250
+probability of H على اعتبار ان H هنا لا تساوي واحد
+
+115
+00:08:21,250 --> 00:08:24,450
+اذا بتساوي واحد خلاص ال measure of belief هي one
+
+116
+00:08:24,450 --> 00:08:28,410
+انتهى اما اذا كانت لا تساوي واحد فبنقيس من ال
+
+117
+00:08:28,410 --> 00:08:34,520
+maximum بين ال Pof H للhypothesis H أو
+
+118
+00:08:34,520 --> 00:08:39,040
+لprobability H condition E في حال حدوث ال evidence
+
+119
+00:08:39,040 --> 00:08:42,860
+ال evidence E ال maximum منه نطرح منه لprobability
+
+120
+00:08:42,860 --> 00:08:48,520
+of H على واحد ناقص لprobability of H على واحد ناقص
+
+121
+00:08:49,470 --> 00:08:53,370
+واحد ناقص معناته بجيب ال failure بتاعتها المكملة
+
+122
+00:08:53,370 --> 00:08:59,430
+المكملة لل probability of H نفس الكلام هيكون
+
+123
+00:08:59,430 --> 00:09:03,590
+بالنسبة لل disbelief disbelief إما واحد إذا كانت
+
+124
+00:09:03,590 --> 00:09:07,270
+zeroل Probability of H Probability of H Zero إيش
+
+125
+00:09:07,270 --> 00:09:10,090
+يعني؟ معناته إن ال hypothesis هذا لا يمكن إطلاقا
+
+126
+00:09:10,090 --> 00:09:13,950
+يظهر أو لا يمكن حدوثه و مدام لا يمكن حدوثه فإذا ال
+
+127
+00:09:13,950 --> 00:09:17,350
+disbelief أو عدم الوثوقية فيه، عدم الإيمان إنه
+
+128
+00:09:17,350 --> 00:09:20,550
+هيحدث أكيد هتكون عالي جدا، أنا لا أثق إطلاقا إنه
+
+129
+00:09:20,550 --> 00:09:25,640
+هيحدث، ليش؟ لأن احتماله أصلا صفر، تمامotherwise
+
+130
+00:09:25,640 --> 00:09:29,600
+إذا الاحتمال لأ ال hypothesis نفسها لاتساوي صفر
+
+131
+00:09:29,600 --> 00:09:33,580
+فلأ محتاجة قياس و قياس هنا هيكون بالعكس لأننا
+
+132
+00:09:33,580 --> 00:09:37,580
+بنتكلم عن this belief فإذا ال minimum بين
+
+133
+00:09:37,580 --> 00:09:41,220
+probability of each condition E و probability of
+
+134
+00:09:41,220 --> 00:09:46,120
+each و الأكبر منهم ناقص probability of each على
+
+135
+00:09:46,120 --> 00:09:51,160
+zero ناقص probability of each فإذا كأن بقول ناقص
+
+136
+00:09:51,160 --> 00:09:57,680
+minus probability of each otherwiseتمام إذا اقدرنا
+
+137
+00:09:57,680 --> 00:10:00,580
+نقيس ال ال two terms هدولة اللي هو ال measure of
+
+138
+00:10:00,580 --> 00:10:04,480
+belief و ال measure of disbelief نقدر نحسب ال
+
+139
+00:10:04,480 --> 00:10:07,460
+certainty factor و هي المهمة بالنسبالنا .. هي
+
+140
+00:10:07,460 --> 00:10:10,960
+المهمة بالنسبالنا .. الآن كيفية استخدامها .. كيفية
+
+141
+00:10:10,960 --> 00:10:13,840
+استخدامها في ال rule استخدامها في ال rule بكل
+
+142
+00:10:13,840 --> 00:10:16,440
+بساطة من خلال ال chain rule اللي احنا أخدناها
+
+143
+00:10:16,440 --> 00:10:19,900
+سابقا في ال calculus كنا بنقول إذا كانو الحقيقة
+
+144
+00:10:19,900 --> 00:10:24,020
+أخدناها أو اتحدثنا عنها في ال probability المرة
+
+145
+00:10:24,020 --> 00:10:29,580
+السابقة كنا بنقول إذا كان في عندي if evidence then
+
+146
+00:10:29,580 --> 00:10:37,420
+hypothesis بهذا الشكل with certainty factor معينة
+
+147
+00:10:37,420 --> 00:10:41,900
+تمام، الآن اللي بدنا نفهمه إنه ماوجددش أنا أثق أنه
+
+148
+00:10:41,900 --> 00:10:46,480
+حدثتال evidence E جداش حدثت ال evidence E فهذه
+
+149
+00:10:46,480 --> 00:10:51,040
+برضه ممكن تكون بشكل احتمال بشكل probability ل ال E
+
+150
+00:10:51,040 --> 00:10:54,740
+جداش احتمال تب حدوث ال E ففي الحالة هذه ال
+
+151
+00:10:54,740 --> 00:10:59,000
+probability أو ال certainty factor ل ال case كلها
+
+152
+00:10:59,000 --> 00:11:03,000
+على بعض هي ال certainty factor ل ال E نفسها انه
+
+153
+00:11:03,000 --> 00:11:07,420
+فعلا هتحدث مضروبة في ال certainty factor لل rule
+
+154
+00:11:07,420 --> 00:11:11,330
+نفسها و اللي بتكون given أساسا اللي بتكونموجودة أو
+
+155
+00:11:11,330 --> 00:11:14,510
+attached مع ال rule نفسها ففي الحالة دي بقدر اقول
+
+156
+00:11:14,510 --> 00:11:19,950
+ان هي جدش احتمالية حدوث E مضروبة في ال certainty
+
+157
+00:11:19,950 --> 00:11:25,790
+factor ل ال rule نفسها ل ال rule هنا هذا التمثل
+
+158
+00:11:25,790 --> 00:11:29,930
+بالنسبالي كان ال certainty factor ل ال E ل ال E
+
+159
+00:11:29,930 --> 00:11:34,390
+فقط ل ال E فقط فأصبح certainty factor certainty
+
+160
+00:11:34,390 --> 00:11:39,650
+factor جدش الوثقية انه ايش هتحدث H ال hypothesis H
+
+161
+00:11:40,840 --> 00:11:44,200
+given ال evidence E فهذا هيساوي ال certainty
+
+162
+00:11:44,200 --> 00:11:47,600
+factor ل E نفسها مضروف ال certainty factor ل ال
+
+163
+00:11:47,600 --> 00:11:50,340
+rule كويس ناخد مثال
+
+164
+00:11:53,740 --> 00:11:59,600
+إذا كان السماء صافاً، فإن التقارير صافاً، بمعرفة 0
+
+165
+00:11:59,600 --> 00:12:13,040
+.8 بمعرفة 0.8 بمعرفة 0.8 بمعرفة 0.8 بمعرفة 0.8
+
+166
+00:12:13,040 --> 00:12:19,400
+بمعرفة
+
+167
+00:12:19,400 --> 00:12:22,860
+0.8 بمعرفة 0.8 بمعرفة 0.8 بمعرفة 0.8 بمعرفة 0.8
+
+168
+00:12:22,860 --> 00:12:24,570
+0.8 بمعرفة 0.8 بمعرفة 0.8 بمعرفةيعني خمسين خمسين
+
+169
+00:12:24,570 --> 00:12:28,330
+انا مش متأكد بالظبط لسه بسكر الستاتير فانا مش عارف
+
+170
+00:12:28,330 --> 00:12:32,590
+بالظبط هل هو الجو او السماء صافية او لأ فإذا
+
+171
+00:12:32,590 --> 00:12:36,550
+بنحطها خمسين خمسين في الحالة هذه ان والله هيكون
+
+172
+00:12:36,550 --> 00:12:41,030
+فعلا sunny الجو sunny فعليا تمثل او point five
+
+173
+00:12:41,030 --> 00:12:43,930
+مضروبة في ال او point eight فهيسوي او point four
+
+174
+00:12:43,930 --> 00:12:47,530
+او point four ان والله فعلا اليوم هيكون فيه الجو
+
+175
+00:12:47,530 --> 00:12:52,570
+مشمسهذا زي معنى إذا فعليا ال knowledge المسبق عندي
+
+176
+00:12:52,570 --> 00:12:55,130
+أو ال prior knowledge ال prior knowledge كمان مرة
+
+177
+00:12:55,130 --> 00:12:59,370
+مهمة جدا جدا جدا لأنه هنتكلم عنها لاحقا و هنقول
+
+178
+00:12:59,370 --> 00:13:02,110
+هذه اللي هتعملنا الفرق الحقيقة بين ال certainty
+
+179
+00:13:02,110 --> 00:13:05,170
+factor و بين ال probability جداش أنا بقدر أحسبها
+
+180
+00:13:05,170 --> 00:13:10,730
+فهنا بكل بساطة بقدر أقول انه it may be sunny ليش
+
+181
+00:13:10,730 --> 00:13:14,610
+it may be لأنه it may be هذه لو رجعنا لها الجدول
+
+182
+00:13:14,610 --> 00:13:20,120
+تبع توي اللي اتكلمنا عنه هنلاقي ان هي 0.4و maybe
+
+183
+00:13:20,120 --> 00:13:25,080
+not هي minus 0.4 فإذا مدام 0.4 بختار لها الكلمة
+
+184
+00:13:25,080 --> 00:13:28,960
+المناسبة أو الأقرب لها فالأقرب لها it may be sunny
+
+185
+00:13:28,960 --> 00:13:33,840
+it may be sunny تمام الآن ال conjunction لو كان في
+
+186
+00:13:33,840 --> 00:13:39,320
+عندي conjunction أو and and لمجموعة evidences to
+
+187
+00:13:39,320 --> 00:13:44,160
+get hypothesis H with certainty factor هذا متفقين
+
+188
+00:13:44,160 --> 00:13:49,400
+كلنا عليها فهتكون عندي if evidence E1and evidence
+
+189
+00:13:49,400 --> 00:13:55,380
+E2 and evidence E3 to evidence E M then hypothesis
+
+190
+00:13:55,380 --> 00:14:00,680
+H is true with certainty factor C F اللي هتكون
+
+191
+00:14:00,680 --> 00:14:06,300
+givenها هنا في هيك حالة كيف بقدر أعبر عن اللي قلنا
+
+192
+00:14:06,300 --> 00:14:10,140
+عليها certainty factor of E و اللي المفروض بدي
+
+193
+00:14:10,140 --> 00:14:13,680
+أضربها لسه في certainty factor تحت ال rule في
+
+194
+00:14:13,680 --> 00:14:18,450
+certainty factor لل ruleهذا من هنا بدأ أجيبها صار
+
+195
+00:14:18,450 --> 00:14:23,850
+عندي عدد N evidences وكل واحدة ممكن يكون لها ال
+
+196
+00:14:23,850 --> 00:14:27,270
+certainty factor الخاص فيها فإذا كان عملية ضرب
+
+197
+00:14:27,270 --> 00:14:31,450
+فانا بتعامل مع intersection تقاطع معناته بتعامل مع
+
+198
+00:14:31,450 --> 00:14:35,510
+تقاطع في التقاطع باخد ال minimum بقىبنشوفهم كل
+
+199
+00:14:35,510 --> 00:14:41,210
+واحد ال evidence E1 E2 E3 E4 E5 من ال certainty
+
+200
+00:14:41,210 --> 00:14:44,970
+factor الأقل منهم كلهم هي اللي هتكون معبرة عن
+
+201
+00:14:44,970 --> 00:14:48,670
+الجميع لإنه هتكون intersection عملين intersection
+
+202
+00:14:48,670 --> 00:14:53,370
+هل يُعقل إنه في كمية خمسة وكمية عشرة و ال
+
+203
+00:14:53,370 --> 00:14:56,250
+intersection بينهم ممكن يكون أكبر من الخمسة إطلاقا
+
+204
+00:14:56,250 --> 00:14:59,450
+.. إطلاقا لإن احنا متكلم هنا عن تقاطع فلابد إنه
+
+205
+00:14:59,450 --> 00:15:04,360
+يكونفي أفضل حالاته هي أقل قيمة منهم في أفضل حالات
+
+206
+00:15:04,360 --> 00:15:07,580
+ال intersection هذه هتكون هي القيمة الأقل ف
+
+207
+00:15:07,580 --> 00:15:11,040
+automatically لو أخدنا مثال على هذا الكلام لو قلنا
+
+208
+00:15:11,040 --> 00:15:18,080
+if sky is clear and the forecast is sunny then the
+
+209
+00:15:18,080 --> 00:15:22,980
+action is where sun passes with certainty factor 0
+
+210
+00:15:22,980 --> 00:15:29,840
+.8 0.8 تمام الان محتاجمن certainty factor له ال
+
+211
+00:15:29,840 --> 00:15:32,440
+evidence الأولى ال certainty factor لل evidence
+
+212
+00:15:32,440 --> 00:15:37,720
+التانية عشان نقدر نطلع هل أنا محتاج ألبس نضارات
+
+213
+00:15:37,720 --> 00:15:42,040
+شمس أو لأ هل أنا محتاج أو مش محتاج فهنيجي نقول sky
+
+214
+00:15:42,040 --> 00:15:49,500
+is clear is 0.9 طيب forecast is sunny is 0.7 فصار
+
+215
+00:15:49,500 --> 00:15:55,270
+عندي twocertainty factors مين هناخد منهم ناخد
+
+216
+00:15:55,270 --> 00:15:59,930
+بالنا انه ال connection between them هي and and
+
+217
+00:15:59,930 --> 00:16:06,010
+يعني تقاطع طيب لما بيقول تقاطع 0.7 مع 0.9 و لا
+
+218
+00:16:06,010 --> 00:16:09,450
+يمكن بأي حالة من الأحوال يكون أكبر من 0.7 هذا إذا
+
+219
+00:16:09,450 --> 00:16:14,050
+افترضنا ان ال 0.7 هي كاملة انطقة في ال 0.9 فإذا في
+
+220
+00:16:14,050 --> 00:16:20,270
+أفضل حالتها هي 0.97 0.7 وعشان هيك ال intersection
+
+221
+00:16:20,270 --> 00:16:24,790
+لل evidence الأولى مع ال evidence التانية فبناخد
+
+222
+00:16:24,790 --> 00:16:27,630
+ال minimum between them اللي هي ال 0.7 فال 0.7 هي
+
+223
+00:16:27,630 --> 00:16:30,270
+اللي بنضربها في ال certainty factor لل rule كاملة
+
+224
+00:16:30,270 --> 00:16:36,010
+على بعضها عشان أحصل على 56% أنه أنا محتاج ألبس
+
+225
+00:16:36,010 --> 00:16:40,670
+نضارات شمس تمام طيب في المقابل في ال disjunction
+
+226
+00:16:41,550 --> 00:16:44,630
+disjunction هدى ال junction التانى اللى يمكن
+
+227
+00:16:44,630 --> 00:16:48,530
+استخدامها فى كل شغل ال reasoning و ال logic اللى
+
+228
+00:16:48,530 --> 00:16:52,750
+هى ال or او or لما يكون عندى evidence E1 or
+
+229
+00:16:52,750 --> 00:16:57,810
+evidence E2 or evidence 2N then hypothesis H with
+
+230
+00:16:57,810 --> 00:17:01,530
+certainty factor CF قيمة معطاة فى الحالة هدى
+
+231
+00:17:01,530 --> 00:17:04,830
+بتتكلم أنا عن or و or فى ال logic يعني بتتكلم عن
+
+232
+00:17:04,830 --> 00:17:11,790
+اتحاد اتحاد اكيد مش هيكون اقل من ال maximum منهممش
+
+233
+00:17:11,790 --> 00:17:16,190
+هيكون بالعكس ممكن يكون أكبر كمان، ولكن فعلياً كأقل
+
+234
+00:17:16,190 --> 00:17:19,970
+قيمة ممكنة هو أكبر قيمة فيهم، هذا لو افترض أن كلهم
+
+235
+00:17:19,970 --> 00:17:22,990
+متقطعين في بعض، فمعنى ذلك اتحادهم هي الأكبر، هي
+
+236
+00:17:22,990 --> 00:17:26,030
+هتكون أكبر قيمة فيهم، فإذا ما نقدر نقول هي
+
+237
+00:17:26,030 --> 00:17:34,490
+certainty factor، لا، each givenE1 union E2 union
+
+238
+00:17:34,490 --> 00:17:40,570
+to AN او اتحاد هتكون تساوي ال maximum من certainty
+
+239
+00:17:40,570 --> 00:17:44,850
+factor ل E1 certainty factor E2 to certainty
+
+240
+00:17:44,850 --> 00:17:49,150
+factor AN maximum value between them مضروبة في ال
+
+241
+00:17:49,150 --> 00:17:52,650
+certainty factor لمن هنا ل ال rule ل ال rule نهاية
+
+242
+00:17:52,650 --> 00:17:58,110
+برضه مثال if sky is overcast اذا كان والله السماء
+
+243
+00:17:58,800 --> 00:18:05,140
+ملبدة بالغيوم or the forecast is rain أو الجو ممطر
+
+244
+00:18:05,140 --> 00:18:10,640
+فإذا or ناخد بالنا من ال or اللي هناإذا كان السماء
+
+245
+00:18:10,640 --> 00:18:17,440
+ملبدة بالغيوم أو غائمة أو ال forecast الجو ماطر
+
+246
+00:18:17,440 --> 00:18:20,940
+then the action is take an umbrella with certainty
+
+247
+00:18:20,940 --> 00:18:29,720
+factor 0.9 فإذا كان الجو ماطر أو السماء مغيمة خد
+
+248
+00:18:29,720 --> 00:18:35,000
+شمسية بقداش with certainty factor 0.9 الان قداش
+
+249
+00:18:35,000 --> 00:18:39,460
+احتمال حدوث أي واحدة منهمالأولى او التانية لازم
+
+250
+00:18:39,460 --> 00:18:44,340
+تكون given زى اننا نقول والله sky is overcast with
+
+251
+00:18:44,340 --> 00:18:49,940
+certainty factor 0.6 هنقول 0.6 طيب forecast is
+
+252
+00:18:49,940 --> 00:18:58,300
+rain is 0.8تمام فالان certainty factor لمجموعة ال
+
+253
+00:18:58,300 --> 00:19:00,780
+evidences كاملة على بعضها ال maximum منهم ال
+
+254
+00:19:00,780 --> 00:19:04,640
+maximum منهم 0.8 فخلاص هناخد 0.8 و نضربها في ال
+
+255
+00:19:04,640 --> 00:19:07,440
+certainty factor لل rule كاملة على بعضها و اللي هي
+
+256
+00:19:07,440 --> 00:19:17,320
+0.9 0.9 فبيطلع عندي 0.72 او بنسبة 72% فمبدئيا نسبة
+
+257
+00:19:17,320 --> 00:19:21,160
+ممكن نسميها عالية almost فممكن نسميها almost true
+
+258
+00:19:21,960 --> 00:19:25,780
+يعني almost لازم أخد معايا ال .. ال anabrella و
+
+259
+00:19:25,780 --> 00:19:30,600
+أنا طالع الصبح تمام okay خلصنا من جزئية ال
+
+260
+00:19:30,600 --> 00:19:33,280
+conjunctions مجموعة ال conjunctions الممكنة اللي
+
+261
+00:19:33,280 --> 00:19:36,360
+هي إما conjun .. ال .. ال or أو ال and ك
+
+262
+00:19:36,360 --> 00:19:39,980
+conjunction conjunction or .. and عفوا و its
+
+263
+00:19:39,980 --> 00:19:44,380
+conjunction هي ال or فخلصناهم الآن لما يكون عندي
+
+264
+00:19:44,380 --> 00:19:50,680
+the same consequent ل two rules بمعنى لو عندي ال
+
+265
+00:19:50,680 --> 00:20:00,170
+rule رقم واحدif a is x then c is z with
+
+266
+00:20:00,170 --> 00:20:04,110
+certainty factor 0.8 طيب rule تانية مختلفة تماما
+
+267
+00:20:04,110 --> 00:20:11,970
+مستقلة if b is y then c is z هنلاقي برضه ال c is z
+
+268
+00:20:11,970 --> 00:20:18,060
+متشابهين فهنا ال hypothesisوحدة ل two rules ل two
+
+269
+00:20:18,060 --> 00:20:22,080
+rules بس كل rule لها certainty factor المختلفة عن
+
+270
+00:20:22,080 --> 00:20:24,660
+التانية لها certainty factor مختلفة عن التانية ففي
+
+271
+00:20:24,660 --> 00:20:28,920
+الحالة هذه كيف بقدر اكون واثق من ال hypothesis
+
+272
+00:20:28,920 --> 00:20:34,900
+نفسهاالفرضية ان C تساوي Z او C is Z جدش بقدر اقول
+
+273
+00:20:34,900 --> 00:20:39,620
+عليها هي حقيقة لا هي 0.8 ولا هي 0.6 لأن هذه جاية
+
+274
+00:20:39,620 --> 00:20:41,200
+من rule وهذه جاية من rule لكن انا في النهاية بدي
+
+275
+00:20:41,200 --> 00:20:45,600
+اخد معلومة موحدة من التنتين كيف بقدر اخدها اذا
+
+276
+00:20:45,600 --> 00:20:51,520
+افترضنا ان ال two rules تحققوا كلاهما fired تحقق
+
+277
+00:20:51,520 --> 00:20:56,490
+فعليافبنقدر نقول عندي حالات معينة، الحالة الأولى
+
+278
+00:20:56,490 --> 00:21:01,370
+منهم إذا كانوا الإتنين موجب، كلاهما موجب، ففي
+
+279
+00:21:01,370 --> 00:21:03,870
+الحالة هذه بناخد كأنه اتحادهم
+
+280
+00:21:06,140 --> 00:21:11,040
+كأنه اتحادهم، ازاي بالظبط؟ لما يجينا واحد يدج
+
+281
+00:21:11,040 --> 00:21:16,720
+علينا الغرفة ويقولنا خلاص روحوا، في قرار انكوا
+
+282
+00:21:16,720 --> 00:21:21,260
+تروحوا، هذه معلومة، هقوله والله طب استنى، جديش أنت
+
+283
+00:21:21,260 --> 00:21:24,440
+تثق بمعلومتك، يعني مين اللي جالك؟ جاله والله سمعت،
+
+284
+00:21:24,440 --> 00:21:28,700
+جديش أنت تثق باللي سمعته؟ جالنا مثلا 0.8والله أنا
+
+285
+00:21:28,700 --> 00:21:32,020
+أثق 80% أن معلومتي صح قولنا له ماشي خلاص اتوكر على
+
+286
+00:21:32,020 --> 00:21:34,860
+الله فاحنا وجدنا أنه 80% مش كتير كافية خلينا
+
+287
+00:21:34,860 --> 00:21:38,780
+مكملين درسنا بعد شوية بعد ربع ساعة زمان ده كمان
+
+288
+00:21:38,780 --> 00:21:42,240
+واحد و جالي جماعة خلاص احنا المفروض بدنا نسكر ..
+
+289
+00:21:42,240 --> 00:21:46,620
+خلصوا محاضرتكم فحقوله بجدش إنت احتمالية معلومتك
+
+290
+00:21:46,620 --> 00:21:53,370
+صحيحة هنفترض 0.6Okay كل واحد منهم ماعطانيش الحقيقة
+
+291
+00:21:53,370 --> 00:21:58,890
+معلومة كاملة انه ال true كامل لكن مجرد ان هم صاروا
+
+292
+00:21:58,890 --> 00:22:03,610
+اتنين و الاتنين في نفس الاتجاه يعني بأكدوا
+
+293
+00:22:03,610 --> 00:22:08,130
+المعلومة فواضح انه انا عندي صار تأكيد اكبر من
+
+294
+00:22:08,130 --> 00:22:15,770
+اكبرهملأ أنا صار عندي الآن وثوقية أكبر من الـO.8
+
+295
+00:22:15,770 --> 00:22:19,390
+أنه أه في مشكلة واضح أنه احنا معناته يمكن مضطرين
+
+296
+00:22:19,390 --> 00:22:22,270
+نتسكر مثلا أو في إجازة في إشي في حاجة يبدو أنه في
+
+297
+00:22:22,270 --> 00:22:27,030
+إشي بس صارت أكبر من O.8 ليش؟ لأنه تجمعت المعلومات
+
+298
+00:22:27,030 --> 00:22:30,730
+والمعلومات كلها في إيش؟ في اتجاه واحد في اتجاه
+
+299
+00:22:30,730 --> 00:22:35,870
+واحد مش والله واحد إيجا أثبتواحد نفع، لأ هما
+
+300
+00:22:35,870 --> 00:22:39,610
+الاتنين في اتجاه الاثبات بس بدرجات متفاوتة، بدرجات
+
+301
+00:22:39,610 --> 00:22:44,260
+متفاوتة، ففي الحالة دي بناخد قانونقانون ال union
+
+302
+00:22:44,260 --> 00:22:47,680
+أو اتحاد المجموعات متذكرين اتحاد المجموعات بكل
+
+303
+00:22:47,680 --> 00:22:50,680
+بساطة إذا هذه certainty factor number one
+
+304
+00:22:50,680 --> 00:22:53,800
+certainty factor number two بقدر أقول إن هي تساوي
+
+305
+00:22:53,800 --> 00:22:57,300
+certainty factor number one plus certainty factor
+
+306
+00:22:57,300 --> 00:23:01,140
+number two بس بدنا ناخد بالنا إنه دايما في اللي
+
+307
+00:23:01,140 --> 00:23:04,980
+بدنا نطرح منهم ال intersection فناقص certainty
+
+308
+00:23:04,980 --> 00:23:07,460
+factor number one في certainty factor number two
+
+309
+00:23:07,460 --> 00:23:11,460
+هذا القانون اللي كنتوا تاخدوه في ال calculus
+
+310
+00:23:11,460 --> 00:23:14,680
+وخدناه في ال discreteأذكر أننا شرحناها في ال
+
+311
+00:23:14,680 --> 00:23:18,260
+discrete في الزمانات فبنقدر نقول إنه هذا هو
+
+312
+00:23:18,260 --> 00:23:23,000
+القانون الأول إذا كانت ال certainty factor واحد و
+
+313
+00:23:23,000 --> 00:23:27,540
+certainty factor اتنين مجابات أكبر من صفر هم في ..
+
+314
+00:23:27,540 --> 00:23:34,060
+للإثبات .. للإثبات طيب إذا كانوا للنفي إن والله لأ
+
+315
+00:23:34,060 --> 00:23:38,320
+هما كلاهما اللي إجا بالسالم يعني بيقولوا لأ لأ فش
+
+316
+00:23:38,320 --> 00:23:42,940
+إجازة خلّيكم كاملينفاش مشكلة خلّيني أكمل محاضرتكوا
+
+317
+00:23:42,940 --> 00:23:46,800
+كل واحد أعطانيها بنسبة متفاوت عن تاني لكن كلاهما
+
+318
+00:23:46,800 --> 00:23:52,260
+بينفي المعلومة ففي الآخر برضه بنعملها ب certainty
+
+319
+00:23:52,260 --> 00:23:56,720
+factor one لاحظوا هنا إيش بدنا نعمل plus certainty
+
+320
+00:23:56,720 --> 00:24:00,240
+factor two بس أنا عامل إحساب إن هدولة بالسوالب مش
+
+321
+00:24:00,240 --> 00:24:06,700
+هيك لإن هدول نفي عشان هيك مدام بالسالب بدنا نجمع
+
+322
+00:24:06,700 --> 00:24:11,460
+certainty factor واحد في certainty factor اتنينو
+
+323
+00:24:11,460 --> 00:24:14,360
+هذه الحالة في حالة certainty factor 1 و certainty
+
+324
+00:24:14,360 --> 00:24:19,480
+factor 2 أقل من 0
+
+325
+00:24:19,480 --> 00:24:25,180
+طيب otherwise أنه لأ والله هي لا الحالة هذه ولا
+
+326
+00:24:25,180 --> 00:24:30,140
+الحالة هذه هي فعليا اللي حدث أن ال two rules عكس
+
+327
+00:24:30,140 --> 00:24:36,020
+بعضالأول قال إجازة يا جماعة روحوا بعد شوية إجا
+
+328
+00:24:36,020 --> 00:24:39,100
+واحد تاني قال لا لا فيش إجازة فبدنا نسأل أنت جاتيش
+
+329
+00:24:39,100 --> 00:24:43,200
+وثقية كلامك و أنت جاتيش وثقية كلامك عشان نجيب
+
+330
+00:24:43,200 --> 00:24:47,480
+المحصلة لهم بس المحصلة في الحالة هدئزة اختلفوا
+
+331
+00:24:47,480 --> 00:24:52,260
+بمعنى أن واحد منهم بس هو ليه أقل من صفر والتاني
+
+332
+00:24:52,260 --> 00:24:56,220
+أكبر من صفر فواضح أنه إذا كان certainty factor
+
+333
+00:24:56,220 --> 00:24:59,260
+واحد أقل من صفر أو ال certainty factor اتنين أقل
+
+334
+00:24:59,260 --> 00:25:03,630
+من صفر وليس كلاهماوليس كلاهما كلاهما بنروح للحالة
+
+335
+00:25:03,630 --> 00:25:07,510
+التالتة اللي احنا هنا اتكلمنا عنها اللي هو الاتنين
+
+336
+00:25:07,510 --> 00:25:11,170
+بينفوا لكن الان احنا نتكلم واحد أثبت وواحد نفى
+
+337
+00:25:11,170 --> 00:25:16,210
+فبقدر اقول انه هيكون متذكرين لما قولنا ال success
+
+338
+00:25:16,210 --> 00:25:19,990
+على ال failure بالضبط هو هذا اللي بنجيبه بدنا نجيب
+
+339
+00:25:19,990 --> 00:25:24,370
+محصلة ال success فهنجمعهم واحنا عارفين ان واحد
+
+340
+00:25:24,370 --> 00:25:27,030
+منهم هيكون عكس التاني احنا عارفين الكلام هذا مش
+
+341
+00:25:27,030 --> 00:25:29,590
+هيك واحد منهم عكس التاني يعني واحد منهم موجب واحد
+
+342
+00:25:29,590 --> 00:25:33,430
+منهم سالبفهنجمعهم عشان اجيب ال difference between
+
+343
+00:25:33,430 --> 00:25:37,250
+ال absolute values فبنكون جيبنا كأن الفروقات بين
+
+344
+00:25:37,250 --> 00:25:39,990
+ال absolute values لما نجمعهم بهذا الشكل و انا
+
+345
+00:25:39,990 --> 00:25:42,690
+عارف ان واحدة منهم عكس التانية واحدة منهم عكس
+
+346
+00:25:42,690 --> 00:25:46,210
+التانية فهنجمعهم هذا حقيقة هيعطيني محصلة ال
+
+347
+00:25:46,210 --> 00:25:49,410
+success و اللي ممكن تكون بالسالب ممكن بالمناسبة
+
+348
+00:25:49,410 --> 00:25:51,870
+تكون سالب ليش؟ لأنه ممكن تكون رايح على ال
+
+349
+00:25:51,870 --> 00:25:54,990
+disbelief ممكن تكون رايح على ال disbelief كويس على
+
+350
+00:25:55,800 --> 00:25:59,060
+على إيش؟ على ال failure و ال failure هيكون هو
+
+351
+00:25:59,060 --> 00:26:05,080
+العكس تبع الأقل منهم عكس أقل منهم فحاخد الأقل إما
+
+352
+00:26:05,080 --> 00:26:07,260
+ال certainty factor الأولى أو ال certainty factor
+
+353
+00:26:07,260 --> 00:26:12,640
+التانية كويس و نعكسها نعكسها إيش يعني؟ مش عكس اللي
+
+354
+00:26:12,640 --> 00:26:16,580
+هو عكس إشارة و إنما ال compliment ال compliment
+
+355
+00:26:16,580 --> 00:26:19,700
+بمعنى إن أحطها بدل ما هي success أصير failure
+
+356
+00:26:19,700 --> 00:26:24,270
+فحقول واحد ناقص القيمةواحد ناقص القيمة فبكون جبت
+
+357
+00:26:24,270 --> 00:26:28,350
+المكملة مكملتها بهذه الحالة بنقدر نقول ان احنا
+
+358
+00:26:28,350 --> 00:26:33,010
+جبنا certainty factorلأكتر من rule بيعطوني نفس ال
+
+359
+00:26:33,010 --> 00:26:36,790
+hypothesis في ال .. و لو افترضنا ان ال rule .. و
+
+360
+00:26:36,790 --> 00:26:40,950
+لو ال rule التانية are fired كلاهما فعلا تحقق
+
+361
+00:26:40,950 --> 00:26:45,390
+فهناخد مثال لحالات اللي احنا أخدناها ال rule رقم
+
+362
+00:26:45,390 --> 00:26:50,350
+واحد اللي كانت f a a a is x then c is z with
+
+363
+00:26:50,350 --> 00:26:54,750
+certainty factor of 0.8 rule number two f b is y
+
+364
+00:26:54,750 --> 00:27:00,100
+then c is z with certainty factor0.6 في الحالة هذه
+
+365
+00:27:00,100 --> 00:27:05,660
+لو افترضنا كفرضية أولى ان كلاهما ال evidence
+
+366
+00:27:05,660 --> 00:27:11,280
+للأولى و ال evidence للتانية تمام كلاهما ال
+
+367
+00:27:11,280 --> 00:27:14,960
+certainty factor بتاعتهم plus one ففي اتجاه
+
+368
+00:27:14,960 --> 00:27:18,840
+التأكيد في اتجاه انه بيأكدوا ال rule في الحالة هذه
+
+369
+00:27:18,840 --> 00:27:24,480
+بنقدر نقولcertainty factor in general للرول الأولى
+
+370
+00:27:24,480 --> 00:27:26,620
+اللى هتساوي ال certainty factor لل evidence
+
+371
+00:27:26,620 --> 00:27:30,360
+بتاعتها فال certainty factor للرول نفسها رقم واحد
+
+372
+00:27:30,360 --> 00:27:36,000
+فهتكون ال o point او ال one ال one نفسها اللى احنا
+
+373
+00:27:36,000 --> 00:27:39,560
+خدناها هنا او فرضناها مضروبة في ال o point eight
+
+374
+00:27:39,560 --> 00:27:45,460
+فهيعطيني o point eight هدى لمين؟ للرول الأولى
+
+375
+00:27:45,460 --> 00:27:49,460
+للرول التانية برضه عندي واحد لل evidence بتاعتها
+
+376
+00:27:50,370 --> 00:27:57,190
+واحد ان بي is Y يعني كأنه واقعت حقيقة بي is Y في
+
+377
+00:27:57,190 --> 00:27:59,330
+الحاله دي عشان نحسب ال certainty factor لل rule
+
+378
+00:27:59,330 --> 00:28:04,210
+كلها ان والله فعلا جديش انا اثق ان H هتتحقق اذا
+
+379
+00:28:04,210 --> 00:28:08,490
+حدثت E2 فبنقول الواحد مضروبة في ال certainty
+
+380
+00:28:08,490 --> 00:28:14,950
+factor لل rule رقم اتنين فبيطلع 0.6 الحقيقة لان ال
+
+381
+00:28:14,950 --> 00:28:19,500
+hypothesis هي ظهرت في الحالتينوكلاهما موجب فعلى
+
+382
+00:28:19,500 --> 00:28:22,640
+طول هنستخدم ال role الأولى اللى هى عملية اتحادهم
+
+383
+00:28:22,640 --> 00:28:27,500
+اتحادهم فإذا مجموحهم ناقص ضربهم مجموحهم ناقص ضربهم
+
+384
+00:28:27,500 --> 00:28:33,580
+بنعمل عملية مجموحهم ناقص ضربهم بحيث انها تصبح 0.8
+
+385
+00:28:33,580 --> 00:28:40,180
+plus 0.6 minus 0.8 في 0.6
+
+386
+00:28:42,620 --> 00:28:47,420
+تمام احسبوها عشان يطلع معانا 0.92 واضح أنها أكبر
+
+387
+00:28:47,420 --> 00:28:51,500
+من أكبرهم ليش؟ لأن الأتنين بيأكدوا نفس المعلومة
+
+388
+00:28:51,500 --> 00:28:56,880
+صحيح الأولان جالي المعلومة هذه باحتمالية 80% بس
+
+389
+00:28:56,880 --> 00:29:00,420
+التاني مجرد أنه أعطاني و لو احتمالية 50% حتى هو
+
+390
+00:29:00,420 --> 00:29:06,260
+يقيني زاد عن ال 80% الأولى لأنه صار المعلومة أتنين
+
+391
+00:29:06,260 --> 00:29:09,560
+بيأكدوها مش واحد مش .. مش واحد تمام
+
+392
+00:29:12,720 --> 00:29:17,100
+Okay لو الإتنين بالعكس، الإتنين بينفو المعلومة،
+
+393
+00:29:17,100 --> 00:29:19,880
+فبرضه هنعمل نشطة على القانون التاني بحيث أنه
+
+394
+00:29:19,880 --> 00:29:24,720
+مبدأيا بدكوا تحسبوا ال certainty factor لل
+
+395
+00:29:24,720 --> 00:29:30,820
+condition نفسه، إنه H هتحدث في حال حدوث E،
+
+396
+00:29:30,820 --> 00:29:34,560
+فهنحسبهاوزي ما قلنا من خلال ال certainty factor لل
+
+397
+00:29:34,560 --> 00:29:37,160
+E الأول مضروبة في ال certainty factor لل rule كلها
+
+398
+00:29:37,160 --> 00:29:42,200
+على بعض عشان يظهر عندى هنا في الحلقة هنا اشتغل على
+
+399
+00:29:42,200 --> 00:29:48,280
+مين لأ عدينا احنا واحدة اه هي كلا هما بينفي تمام
+
+400
+00:29:48,280 --> 00:29:55,370
+فإذا minus 0.8 بالنسبة لل rule رقم واحد-0.6 ناتج
+
+401
+00:29:55,370 --> 00:30:00,650
+ال rule رقم اتنين الان اتحادهم مع بعض هيكون الاولى
+
+402
+00:30:00,650 --> 00:30:05,110
+زاد التانية مضروب في جمعهم مضروب في ايش؟ في جمعهم
+
+403
+00:30:05,110 --> 00:30:12,030
+عشان برضه يعطيني نفس القيمة ولكن بالسلب minus 0.92
+
+404
+00:30:12,030 --> 00:30:20,270
+كويس الان الحالة التالتة اللي هم مختلفين فواحدةE1
+
+405
+00:30:20,270 --> 00:30:29,840
+plus وE2 minusأكيد الأولى ك rule أولى هتعطيني ناتج
+
+406
+00:30:29,840 --> 00:30:36,600
+لاحتمالية حدوث H 0.8 بينما ال rule التانى هتعطيني
+
+407
+00:30:36,600 --> 00:30:40,840
+minus 0.6 لأن اختلفوا فزي ما قلنا مجموحهم
+
+408
+00:30:40,840 --> 00:30:45,620
+اتوماتيكيا عادي مجموحهم واحد ناقص الأقل منهم أو
+
+409
+00:30:45,620 --> 00:30:49,720
+مكملة الأقل منهم فإذا مجموحهم هيعطيني ال success
+
+410
+00:30:49,720 --> 00:30:55,560
+الحقيقة و اللي هيطلع 0.2 لأن واحدبيعكس التاني واحد
+
+411
+00:30:55,560 --> 00:31:00,200
+بينفي التاني فحنشوف المحصلة هتروح في اتجاه مين
+
+412
+00:31:00,200 --> 00:31:02,940
+أكيد في اتجاه ال absolute الأعلى في اتجاه ال
+
+413
+00:31:02,940 --> 00:31:06,120
+absolute الأعلى إذا كان اللي بيثبت المعلومة
+
+414
+00:31:06,120 --> 00:31:10,100
+احتماليته أعلى فغالبا هتطلع الفرق بينهم موجب أما
+
+415
+00:31:10,100 --> 00:31:16,000
+إذا كان ال absolute الأعلى ل اللي بينفي ال rule
+
+416
+00:31:16,000 --> 00:31:21,280
+فأكيد هتكون بال negative المجموعة تمام و تحت في
+
+417
+00:31:21,280 --> 00:31:27,070
+مقامكم ال ..المكملة لأقل واحدة منهم و اللي هي ال 0
+
+418
+00:31:27,070 --> 00:31:34,990
+.6 هنا فهيطلع 0.2 على 0.4
+
+419
+00:31:34,990 --> 00:31:41,470
+على 0.4 اللي هو واحد ناقص 0.6 تمام فهيطلع 0.5 0.5
+
+420
+00:31:41,470 --> 00:31:46,430
+طيب 0.5 في اتجاه الموجب في اتجاه الموجب مع العلم
+
+421
+00:31:46,430 --> 00:31:52,170
+انه احنا بنتكلم عن في اتجاه الموجب بنتكلم عن 0.8
+
+422
+00:31:52,830 --> 00:31:58,410
+لكن الـ 0.8 هذه .. تمام .. إجا نفي إلها، في واحد
+
+423
+00:31:58,410 --> 00:32:03,490
+إجا نفاها، فطبيعي في نفسيتي أنا .. أنا بشتغل، هتجل
+
+424
+00:32:03,490 --> 00:32:08,370
+الـ 0.8، أكيد هيحدث لها إنه هتجل لأنه في حدا إجا
+
+425
+00:32:08,370 --> 00:32:16,370
+نف معلومتها، نف معلومتها، تمامOkay في المثال
+
+426
+00:32:16,370 --> 00:32:21,430
+..متذكرين المثال اللي خدناه لل forecast واستخدمناه
+
+427
+00:32:21,430 --> 00:32:26,930
+لعملية .. في عملية ال probability المرة السابقة هو
+
+428
+00:32:26,930 --> 00:32:33,110
+نفسه ممكن استخدامه برضه ل .. باستخدام جزئية ال ..
+
+429
+00:32:34,390 --> 00:32:37,770
+ال certainty factor لكن طبعا هنا تير هتكون أخف
+
+430
+00:32:37,770 --> 00:32:41,550
+المسائل عنها ليش؟ لأن أنا مش محتاج لتعقيدات ل
+
+431
+00:32:41,550 --> 00:32:44,730
+problem اللي كانت موجودة عندى متذكرين ال
+
+432
+00:32:44,730 --> 00:32:47,890
+sufficiency و ال necessity مش محتاجين نشتغل عليهم
+
+433
+00:32:47,890 --> 00:32:52,950
+إطلاقا الأمور هتكون كتير أسهل من أن نشتغل عليها
+
+434
+00:32:52,950 --> 00:33:00,200
+فممكن مباشرة ندخل على ال dialogue تبعناdialogue
+
+435
+00:33:00,200 --> 00:33:04,300
+ونقول what is the weather today؟ كيف الجو اليوم؟
+
+436
+00:33:04,300 --> 00:33:09,320
+فالإجابة إجتني rain، الآن من المعلومة rain لحالها،
+
+437
+00:33:09,320 --> 00:33:13,900
+انه ال weather is rain، هل في أي rules ممكن
+
+438
+00:33:13,900 --> 00:33:19,320
+نطبقها؟ الحقيقة لو رجعنا لل rules، هنجد أنه فعلا
+
+439
+00:33:19,320 --> 00:33:25,040
+في ال rule رقم واحد بنقدر نطبقهاهيها لإنه مش
+
+440
+00:33:25,040 --> 00:33:29,020
+محتاجة أكتر من إنه إيش ال weather ف today is rain
+
+441
+00:33:29,020 --> 00:33:32,920
+then tomorrow is rain with certainty factor معينة
+
+442
+00:33:33,610 --> 00:33:37,870
+تمام فهنا جال ل rain مدام جال rain ممطر خلاص فإذا
+
+443
+00:33:37,870 --> 00:33:40,570
+بتعامل مع الممطر هذه النقيمتها certainty factor
+
+444
+00:33:40,570 --> 00:33:46,010
+جديش واحد فواحد مضروبة في ال 0.5 تبعت ال rule
+
+445
+00:33:46,010 --> 00:33:48,990
+فأكيد هتكون ال certainty factor لأ tomorrow is
+
+446
+00:33:48,990 --> 00:33:53,850
+rain if today is rain totally 0.5 0.5 اللي هي تحت
+
+447
+00:33:53,850 --> 00:33:58,550
+ال rule نفسها تحت ال rule نفسها ف tomorrow
+
+448
+00:34:03,590 --> 00:34:16,290
+is rain وخلّيني أقول tomorrow is
+
+449
+00:34:16,290 --> 00:34:22,810
+dry أول ما خلّصنا الأن أول rule كان عندي ال rain 0
+
+450
+00:34:22,810 --> 00:34:29,530
+.5 اللي dry لسه zero ما زالت zero طيب ناخد معلومة
+
+451
+00:34:29,530 --> 00:34:32,530
+أخرى طبعا مين اللي بيحددلي إيش بده المعلومات هذه؟
+
+452
+00:34:33,990 --> 00:34:37,770
+بدنا نرجع عارفين نلاقي إيش؟ متذكرين لما عملنا ال
+
+453
+00:34:37,770 --> 00:34:41,970
+.. ال .. ال inference strategy بتاعتنا و كان في
+
+454
+00:34:41,970 --> 00:34:44,590
+عندي ال forward و ال backward و في آخر المثال
+
+455
+00:34:44,590 --> 00:34:47,790
+حددنا إيش المعلومات اللي أنا محتاجها عشان أعمل
+
+456
+00:34:47,790 --> 00:34:51,330
+firing لل rule كلها على بعض، من خلالها لابنعرف إذا
+
+457
+00:34:51,330 --> 00:34:55,750
+كان ال evidence هو hypothesis ل rule تانية، مش
+
+458
+00:34:55,750 --> 00:35:00,000
+محتاج أسأل عنهبروح لـ rule التانية بشوف ال rule
+
+459
+00:35:00,000 --> 00:35:02,520
+التانية إيش ال evidences تاعتها إذا وجدت إن ال
+
+460
+00:35:02,520 --> 00:35:07,300
+evidence غير موجود في أي rule ك hypothesis بسأل
+
+461
+00:35:07,300 --> 00:35:11,100
+عنه بنسأل عنه فالأن سألنا عن ال rainfall today
+
+462
+00:35:11,100 --> 00:35:15,660
+فجالي low طبعا كلمة low مطاطة ماعطتنيش معلومة هناك
+
+463
+00:35:15,660 --> 00:35:18,820
+كانت rain خلاص مطر انتهى الكلام هو كان بيقولي مطر
+
+464
+00:35:18,820 --> 00:35:22,320
+ولا مش مطر فجالي مطر سكتنا فكانت واحد أما rain هنا
+
+465
+00:35:22,320 --> 00:35:27,430
+لأ بلازم أسأل عن certaintybetween ال 0 و ال 1
+
+466
+00:35:27,430 --> 00:35:34,010
+فحيقولي والله 0.8 فصار عند هنا today is rain من
+
+467
+00:35:34,010 --> 00:35:38,450
+الرول رقم تلاتة قلنا واحد طيب ال rainfall is low
+
+468
+00:35:38,450 --> 00:35:43,550
+with degree قداش 0.8 و tomorrow is dry قداش هتكون
+
+469
+00:35:43,550 --> 00:35:49,000
+الآن ال possibility بتاعتها هتكونلاحظوا and يعني
+
+470
+00:35:49,000 --> 00:35:52,020
+إيش بناخد؟ يعني بناخد الأقل منهم الأقل منهم هي ال
+
+471
+00:35:52,020 --> 00:35:57,320
+0.8 بنضربها في مين؟ في ال 0.6 بتاعة ال rule عشان
+
+472
+00:35:57,320 --> 00:36:04,040
+يظهر عندى في النهاية 0.48 فهذه automatically صارت
+
+473
+00:36:04,040 --> 00:36:09,820
+مكان ال zero على طول مكان ال zero dry أصبحت 0.48
+
+474
+00:36:09,820 --> 00:36:15,830
+ممتاز .. ممتاز جداإن كمل باقي ال rules هنجد إنه
+
+475
+00:36:15,830 --> 00:36:18,310
+عشان أكمل باقي ال rules محتاج أسأل عن temperature
+
+476
+00:36:18,310 --> 00:36:23,750
+temperature cold cold between جداش بين صفر و واحد
+
+477
+00:36:23,750 --> 00:36:26,590
+برضه بدأ أسأله جداش أنت تثق بكلمة cold يعني هل هو
+
+478
+00:36:26,590 --> 00:36:30,330
+برد كتير ولا برد شوية ولا almost ولا إيش بالظبط
+
+479
+00:36:30,330 --> 00:36:40,830
+شعورك بالبرد فجالي 0.9 هنقول إنه أعطانا قيمة 0.9
+
+480
+00:36:42,710 --> 00:36:46,670
+0.9 نبع ال firing لان ل ال rule عشان نقول today is
+
+481
+00:36:46,670 --> 00:36:51,110
+rain واحد rainfall is low 0.8 طويل لسه كنا
+
+482
+00:36:51,110 --> 00:36:57,570
+ماخدينها temperature is cold 0.9 الان بدنا نشوف ال
+
+483
+00:36:57,570 --> 00:37:00,530
+junction هي and ولا or لأ والله ال junction and
+
+484
+00:37:00,530 --> 00:37:06,550
+فإذا باخد من الأقل 0.8 مضروبة في ال 0.7 تبعتي ال
+
+485
+00:37:06,550 --> 00:37:12,850
+rule كاملة على بعضها فهنضربها في ال 0.7في الـ 0.7
+
+486
+00:37:12,850 --> 00:37:20,970
+تمام ففعليا في الـ 0.7 اللي حدث انه كقيمة بتطلع 0
+
+487
+00:37:20,970 --> 00:37:24,510
+.56
+
+488
+00:37:24,510 --> 00:37:33,330
+تمام بهذا الشكل فهيصبح today tomorrow is dry 0.56
+
+489
+00:37:33,330 --> 00:37:39,950
+rain 0.5 حقيقة المعلومة هذه لسه غير كاملةليش غير
+
+490
+00:37:39,950 --> 00:37:45,690
+كاملة؟ لأن ال dry نتجت الآن يا رب نحنا أنتجناها
+
+491
+00:37:45,690 --> 00:37:50,090
+هنا من ال rule رقم أربعة rule رقم أربعة بتنتجليه
+
+492
+00:37:50,090 --> 00:37:53,610
+dry لكن في نفس الوقت اللي هي ال hypothesis بتاعتنا
+
+493
+00:37:53,610 --> 00:37:56,650
+لكن في نفس الوقت أنا عامل firing إلها سابقا من ال
+
+494
+00:37:56,650 --> 00:38:01,230
+rule رقم تلاتة برضه dry كان نتجها فصار عندي نفس ال
+
+495
+00:38:01,230 --> 00:38:05,930
+hypothesis في two rulesبدنا نشوف قيمهم هم اثبات
+
+496
+00:38:05,930 --> 00:38:10,110
+ولا نفيه عشان نعمل المحصلة المحصلة بتاعتنا الاتنين
+
+497
+00:38:10,110 --> 00:38:13,790
+كانوا اثبات ليش الاتنين كانوا اثبات؟ لأن القيمة
+
+498
+00:38:13,790 --> 00:38:19,390
+السابقة كانت ال 0.48 والقيمة الحالية من ال rule
+
+499
+00:38:19,390 --> 00:38:25,700
+اللي اشتغلنا عليه الرقم 4 كان عندي 0.56 فالاتنين
+
+500
+00:38:25,700 --> 00:38:29,560
+هدولة هنجمحهم و نطرح منهم ضربهم .. نطرح منهم ضربهم
+
+501
+00:38:29,560 --> 00:38:33,160
+عشان يطلع الآن المحصلة الحقيقية ل tomorrow is dry
+
+502
+00:38:33,160 --> 00:38:41,900
+و اللي هتظهر ك 0.77 أو 77 0.77 هذه هي القيمة
+
+503
+00:38:41,900 --> 00:38:45,060
+الحقيقية بعد ما عملنا firing لها rule رقم 1 rule
+
+504
+00:38:45,060 --> 00:38:51,430
+رقم 3 rule رقم 4 مع بعضو كذا بنشتغل على هذا الكلام
+
+505
+00:38:51,430 --> 00:38:55,470
+تمام مدام بنقدر نشتغل بهذا الشكل ممكن نكمل الآن
+
+506
+00:38:55,470 --> 00:39:00,270
+باقي الأسئلة اذا كان محتاجين اي معلومات ل firing
+
+507
+00:39:00,270 --> 00:39:05,250
+باقي ال rules و نحصل على المحصلة النهائية اذا كان
+
+508
+00:39:05,250 --> 00:39:09,250
+لقدام اي rule من ال rules عاملة الكناتج rain
+
+509
+00:39:09,250 --> 00:39:13,700
+تاخدوا بالكوا ان في rain سابقا ب 0.5بروحش باخد
+
+510
+00:39:13,700 --> 00:39:17,040
+النتيجة و بحطها مباشرة، لأ، هكون في عندى نتيجتين،
+
+511
+00:39:17,040 --> 00:39:20,240
+النتيجتين لازم نشوف قيمهم، إذا و الله موجبة،
+
+512
+00:39:20,240 --> 00:39:24,680
+بنجمحهم، نقص ضربهم، إذا سالبة، بنجمحهم، زائد
+
+513
+00:39:24,680 --> 00:39:28,420
+ضربهم، إذا واحدة مختلفة عن التانية، فبنعمل ال
+
+514
+00:39:28,420 --> 00:39:33,170
+success على ال failureاللي هو مجموحهم على واحد
+
+515
+00:39:33,170 --> 00:39:35,970
+ناقص ال minimum منهم الواحد ناقص ال minimum منهم
+
+516
+00:39:35,970 --> 00:39:39,070
+معناته بيعمللي ال failure تبعتها ال failure أو
+
+517
+00:39:39,070 --> 00:39:44,430
+عكسها عكس نجاحها طيب نكتفي بهذا القدر من المحاضرة
+
+518
+00:39:44,430 --> 00:39:47,670
+و نستكمل الجزء المتبقي في المحاضرة القادمة ان شاء
+
+519
+00:39:47,670 --> 00:39:50,830
+الله تعالى أو في الجزء الثاني من محاضرتنا اللي هي
+
+520
+00:39:50,830 --> 00:39:53,230
+ال bias of Bayesian method
+
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/JmMh8fcDKvU_raw.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/JmMh8fcDKvU_raw.srt
new file mode 100644
index 0000000000000000000000000000000000000000..971e8705487cc12d17ab8bdf660119ff618d81bd
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/JmMh8fcDKvU_raw.srt
@@ -0,0 +1,2084 @@
+1
+00:00:05,030 --> 00:00:07,030
+بسم الله الرحمن الرحيم والصلاة والسلام علي أشرف
+
+2
+00:00:07,030 --> 00:00:09,970
+الأنبياء ومرسلين سيدنا محمد وعلى آله وصحبه أجمعين
+
+3
+00:00:09,970 --> 00:00:14,170
+نكمل ما بدأناه في موضوع ال uncertainty management
+
+4
+00:00:14,170 --> 00:00:19,130
+ويتحدثنا المرة السابقة في محاضرتنا السابقة على ال
+
+5
+00:00:19,130 --> 00:00:21,610
+probability و ال conditional probability وكيف
+
+6
+00:00:21,610 --> 00:00:28,450
+نتعامل مع ال rules من خلال ال probability و هذا
+
+7
+00:00:28,450 --> 00:00:33,010
+خلانا نروح لمثال عرفنا من خلاله إيش المقصود بال
+
+8
+00:00:33,010 --> 00:00:38,950
+likelihoodsufficiency و likelihood necessity خلصنا
+
+9
+00:00:38,950 --> 00:00:43,070
+من هذا الموضوع واليوم هنبدأ نتكلم عن ال certainty
+
+10
+00:00:43,070 --> 00:00:48,310
+factors كطريقة أخرى للتعامل مع ال uncertainty في
+
+11
+00:00:48,310 --> 00:00:53,550
+موضوع ال rules أو ال rule based expert system طيب
+
+12
+00:00:53,550 --> 00:00:56,790
+ليش اللي خلانا نروح ل certainty factor لأنه ببساطة
+
+13
+00:00:56,790 --> 00:01:01,270
+جدا ال probability محتاجة statistics كتير فمحتاجة
+
+14
+00:01:01,780 --> 00:01:05,620
+معلومات وإحصائيات كبيرة جدا مش دائما في كل ال
+
+15
+00:01:05,620 --> 00:01:08,580
+expert systems ممكن تتوفر هذه الإحصائيات فهذا
+
+16
+00:01:08,580 --> 00:01:12,100
+بيخلينا نروح لطريقة تانية نشوف كيف ممكن نتعامل
+
+17
+00:01:12,100 --> 00:01:15,600
+معاها فالطريقة التانية بكل بساطة اللي هي certainty
+
+18
+00:01:15,600 --> 00:01:22,300
+factors theory اللي هي ممكن نسميها البديل الشائع
+
+19
+00:01:22,300 --> 00:01:26,020
+لاستخدام ال Bayesian reasoning أو لاستخدام ال
+
+20
+00:01:26,020 --> 00:01:30,410
+Bayesian ruleبديل و بديل مناسب الحقيقة لأنه بكل
+
+21
+00:01:30,410 --> 00:01:33,490
+بساطة ال certainty factor هذه أو ال CF ممكن نسميها
+
+22
+00:01:33,490 --> 00:01:39,290
+ال number to measure the experts belief بمعنى قداش
+
+23
+00:01:39,290 --> 00:01:45,460
+الرقم هذا ممكن يعطينيال expert اللي هو ال human
+
+24
+00:01:45,460 --> 00:01:50,340
+expert أو ال domain expert بحيث انه يثق في هذه ال
+
+25
+00:01:50,340 --> 00:01:54,020
+rule جديش ال rule؟ بقى اتكلم انا وياه بتقوله طبعا
+
+26
+00:01:54,020 --> 00:01:58,320
+بتكلم انا وياه حال لساني اللي هو مين ال .. ال
+
+27
+00:01:58,320 --> 00:02:00,740
+engineer اللي خاص بال knowledge .. knowledge
+
+28
+00:02:00,740 --> 00:02:04,140
+engineer بتحدث معاه على اساس انه جديش يثق ال
+
+29
+00:02:04,140 --> 00:02:07,880
+expert او ال human expert في هذه ال rule فبيعطيه
+
+30
+00:02:07,880 --> 00:02:11,320
+قيمة انه اه والله اثق انه دائما ال rule هذه almost
+
+31
+00:02:11,320 --> 00:02:16,710
+truealmost true بيعطيها قيمة .. بيعطيها قيمة معينة
+
+32
+00:02:16,710 --> 00:02:20,470
+ف maximum .. ال maximum value لهذا ال .. ال
+
+33
+00:02:20,470 --> 00:02:24,990
+parameter أو ال C F أو certainty factor هو plus
+
+34
+00:02:24,990 --> 00:02:29,090
+one وهذا معناه definitely true فا اذا أنا بقول
+
+35
+00:02:29,090 --> 00:02:33,450
+definitely true معناه ذلك ان هذا بيعطيها قيمة واحد
+
+36
+00:02:33,450 --> 00:02:38,170
+وهذا حقيقة مطلقة .. حقيقة مطلقة فإذا دائما صحيحة
+
+37
+00:02:39,940 --> 00:02:43,840
+بتتدرج من ال maximum الواحد ل ال minimum minus one
+
+38
+00:02:43,840 --> 00:02:47,260
+وهدي definitely false بمعنى ان الرول هذه دائما
+
+39
+00:02:47,260 --> 00:02:53,480
+false دائما ارتباطهم نفي ارتباط ال evidence مع ال
+
+40
+00:02:53,480 --> 00:02:57,420
+conclusion او مع ال hypothesis هي عملية نفي for
+
+41
+00:02:57,420 --> 00:03:00,260
+example لو قولنا مثلا انه اذا كان ال expert system
+
+42
+00:03:01,050 --> 00:03:06,450
+في بعض ال evidence ل evidence معينة اعطانا .. طبعا
+
+43
+00:03:06,450 --> 00:03:11,190
+ال evidence اللي هي هتعطي لل hypothesis و اعطاني
+
+44
+00:03:11,190 --> 00:03:16,810
+كلمة almost certainly true automatically ال
+
+45
+00:03:16,810 --> 00:03:19,950
+knowledge engineer بده يترجم الكلمة هذه او اللي هي
+
+46
+00:03:19,950 --> 00:03:25,750
+ال almost ل 0.8 .. 0.8 زي ما أخدنا في محاضرتنا
+
+47
+00:03:25,750 --> 00:03:30,620
+السابقة ان والله في جدوللبعض الألفاظ ذات ال
+
+48
+00:03:30,620 --> 00:03:34,980
+probability المتباينة و بنعطيهم قيم في جزئية ال
+
+49
+00:03:34,980 --> 00:03:38,000
+Bayesian rule أو ال Bayesian reasoning نفس الكلام
+
+50
+00:03:38,000 --> 00:03:41,600
+برضه في ال certainty factor في بعض الفاظ بنعطيها
+
+51
+00:03:41,600 --> 00:03:46,300
+قيم معينة من اللغة هذه الألفاظ زي definitely not
+
+52
+00:03:46,300 --> 00:03:51,320
+فبنعطيها minus one أو definitely not minus one
+
+53
+00:03:51,320 --> 00:03:58,500
+almost certainly not minus 0.8 probably notminus 0
+
+54
+00:03:58,500 --> 00:04:05,260
+.6 maybe not برضه minus 0.4 و unknown .. unknown
+
+55
+00:04:05,260 --> 00:04:09,440
+اللي هي مش معروفة فهدي بتكون من ال minus 0.2 to
+
+56
+00:04:09,440 --> 00:04:14,040
+plus 0.2 هدي معناته انه unknown انا مش عارف بالظبط
+
+57
+00:04:14,040 --> 00:04:19,340
+هي صح ولا خطأ ال ruleعلى النقيد لل mirror بتاعتها
+
+58
+00:04:19,340 --> 00:04:25,580
+maybe عكس maybe not فهد هتكون plus 0.4 probably
+
+59
+00:04:25,580 --> 00:04:29,600
+عكس probably not فهتكون بالموجة بدل السالب almost
+
+60
+00:04:29,600 --> 00:04:36,260
+certainly هتكون plus 0.8 definitely هتكون true
+
+61
+00:04:36,260 --> 00:04:41,090
+definitely true معناته plus one plusone فهذه معظم
+
+62
+00:04:41,090 --> 00:04:45,150
+الألفاظ اللي ممكن استخدامها و بنقرب باقي اللغة
+
+63
+00:04:45,150 --> 00:04:49,650
+لأحدها بحيث انه يتعطى قيمة ل certainty factor
+
+64
+00:04:49,650 --> 00:04:54,550
+بتاعتها لان كيف استخدامها مع ال rule؟ okay لان
+
+65
+00:04:54,550 --> 00:04:58,130
+عملنا زي ما بيقولوا كأن عملنا encoding شفرة معينة
+
+66
+00:04:58,130 --> 00:05:01,550
+لبعض الألفاظ و ماقدرش نعطيها قيم جد كيف بستخدمها
+
+67
+00:05:01,550 --> 00:05:07,440
+مع ال rule فبقدر اقول ifevidence then hypothesis
+
+68
+00:05:07,440 --> 00:05:11,480
+with certainty factor و بنعطيه قيمته زي ما كنا
+
+69
+00:05:11,480 --> 00:05:16,300
+بنتكلم with probability كنا بنعطيها قيمتها طبعا
+
+70
+00:05:16,300 --> 00:05:20,740
+بدلاش ننسى ان ال evidence نفسه كمان فيه له
+
+71
+00:05:21,470 --> 00:05:25,290
+probability جداش انا اثق ان هو هيتحقق فعلا في
+
+72
+00:05:25,290 --> 00:05:30,710
+البداية تمام فإذا ال CF هنا هتعبر عن جداش انا اثق
+
+73
+00:05:30,710 --> 00:05:36,850
+ان ال hypothesis H هتنتج او ه to conclude that
+
+74
+00:05:36,850 --> 00:05:41,030
+evidence if طبعا that evidence E has occurred إذا
+
+75
+00:05:41,030 --> 00:05:46,590
+ال evidence E حدث ال uncertainty factorنظريا او من
+
+76
+00:05:46,590 --> 00:05:50,750
+ناحية حسابية كيف يستخدم يستخدم او من خلال مجموعة
+
+77
+00:05:50,750 --> 00:05:55,130
+terms أهمها هي ال measure of belief ال measure of
+
+78
+00:05:55,130 --> 00:05:58,750
+belief هذه اللي هي belief ل .. ب .. ب .. ب .. ب ..
+
+79
+00:05:58,750 --> 00:05:58,950
+ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب ..
+
+80
+00:05:58,950 --> 00:05:58,990
+ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب ..
+
+81
+00:05:58,990 --> 00:05:59,130
+ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب ..
+
+82
+00:05:59,130 --> 00:05:59,870
+ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب ..
+
+83
+00:05:59,870 --> 00:06:00,410
+ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب ..
+
+84
+00:06:00,410 --> 00:06:03,050
+ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب ..
+
+85
+00:06:03,050 --> 00:06:04,930
+ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب ..
+
+86
+00:06:04,930 --> 00:06:12,170
+ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب .. ب ..
+
+87
+00:06:12,170 --> 00:06:19,350
+بالإيمان بال rule ناقص عدم الإيمان أو عدم الوثوقية
+
+88
+00:06:19,350 --> 00:06:24,170
+في هذه ال rule الفرق بينهم على واحد ناقص ال
+
+89
+00:06:24,170 --> 00:06:29,850
+minimum منهم ال minimum منهم فكأنه من خلالها بنقول
+
+90
+00:06:29,850 --> 00:06:34,350
+جدش ال certainty factor أو جدش معامل الوثقية في
+
+91
+00:06:34,350 --> 00:06:38,840
+هات حالة معامل وثقيتنافي إنه ال rule هاد هيك سليمة
+
+92
+00:06:38,840 --> 00:06:41,920
+أو صحيحة لو طلعنا على ال term اللي فوق أو ال
+
+93
+00:06:41,920 --> 00:06:46,100
+numerator هنجد إنه هي belief ناقص ال disbelief
+
+94
+00:06:46,100 --> 00:06:49,180
+معناته بيعطيني جداش الفرق بين إن أنا أثق في
+
+95
+00:06:49,180 --> 00:06:52,600
+الموضوع أو لا أثق في الموضوع فبيعطيني الهامش تبع
+
+96
+00:06:52,600 --> 00:06:56,960
+الوثقية فعليا بين واحد بيقول مظبوطة و واحد بيقول
+
+97
+00:06:56,960 --> 00:07:00,460
+لأ غير مظبوطة أو مش مظبوطة ال rule فالفرق بينهم
+
+98
+00:07:00,460 --> 00:07:04,880
+بيعطيني جداش في وثقية جداش أنا أقدر أثق في هذه ال
+
+99
+00:07:04,880 --> 00:07:11,130
+rule علىنفيها على عكسها فعكسها هيكون بالظبط المكمل
+
+100
+00:07:11,130 --> 00:07:15,290
+تبعها بالنسبة للواحد مكملها بالنسبة للواحد فواحد
+
+101
+00:07:15,290 --> 00:07:20,790
+ناقص الأقل منهم كقيمة ك absolute value تمام فكأنه
+
+102
+00:07:20,790 --> 00:07:24,970
+صارت ال success على ال failure الآن كيف بتنقيز كل
+
+103
+00:07:24,970 --> 00:07:27,750
+واحدة منهم الحقيقة بالنسبة لها ال measure of
+
+104
+00:07:27,750 --> 00:07:32,960
+beliefبنقيسها بكل بساطة أنه لو ال B أو ال
+
+105
+00:07:32,960 --> 00:07:37,900
+probability of each equal to one فإذا إن هي حقيقة
+
+106
+00:07:37,900 --> 00:07:42,360
+definitely true automatically خلاص ال belief is
+
+107
+00:07:42,360 --> 00:07:47,540
+one مبطقية جدا إذا أنا أثق إنه ال probability أو
+
+108
+00:07:47,540 --> 00:07:52,250
+قد إيش احتمالية حدوث ال hypothesisH و بقول إن هي
+
+109
+00:07:52,250 --> 00:07:55,890
+واحد فإذا هي completely أكيد هداقما هتكون ال
+
+110
+00:07:55,890 --> 00:08:00,650
+belief تبعها واحد فأنا أؤمن فيها بشكل دائم و بشكل
+
+111
+00:08:00,650 --> 00:08:06,250
+كامل أما otherwise أنه لأ ال probability لل H لا
+
+112
+00:08:06,250 --> 00:08:09,870
+تساوي الواحد ففي الحالة هذه بنقدر نقول إن هي ال
+
+113
+00:08:09,870 --> 00:08:14,890
+maximum between ال probability H condition E أو
+
+114
+00:08:17,110 --> 00:08:21,250
+probability of H على اعتبار ان H هنا لا تساوي واحد
+
+115
+00:08:21,250 --> 00:08:24,450
+اذا بتساوي واحد خلاص ال measure of belief هي one
+
+116
+00:08:24,450 --> 00:08:28,410
+انتهى اما اذا كانت لا تساوي واحد فبنقيس من ال
+
+117
+00:08:28,410 --> 00:08:34,520
+maximum بين ال Pof H للhypothesis H أو
+
+118
+00:08:34,520 --> 00:08:39,040
+لprobability H condition E في حال حدوث ال evidence
+
+119
+00:08:39,040 --> 00:08:42,860
+ال evidence E ال maximum منه نطرح منه لprobability
+
+120
+00:08:42,860 --> 00:08:48,520
+of H على واحد ناقص لprobability of H على واحد ناقص
+
+121
+00:08:49,470 --> 00:08:53,370
+واحد ناقص معناته بجيب ال failure بتاعتها المكملة
+
+122
+00:08:53,370 --> 00:08:59,430
+المكملة لل probability of H نفس الكلام هيكون
+
+123
+00:08:59,430 --> 00:09:03,590
+بالنسبة لل disbelief disbelief إما واحد إذا كانت
+
+124
+00:09:03,590 --> 00:09:07,270
+zeroل Probability of H Probability of H Zero إيش
+
+125
+00:09:07,270 --> 00:09:10,090
+يعني؟ معناته إن ال hypothesis هذا لا يمكن إطلاقا
+
+126
+00:09:10,090 --> 00:09:13,950
+يظهر أو لا يمكن حدوثه و مدام لا يمكن حدوثه فإذا ال
+
+127
+00:09:13,950 --> 00:09:17,350
+disbelief أو عدم الوثوقية فيه، عدم الإيمان إنه
+
+128
+00:09:17,350 --> 00:09:20,550
+هيحدث أكيد هتكون عالي جدا، أنا لا أثق إطلاقا إنه
+
+129
+00:09:20,550 --> 00:09:25,640
+هيحدث، ليش؟ لأن احتماله أصلا صفر، تمامotherwise
+
+130
+00:09:25,640 --> 00:09:29,600
+إذا الاحتمال لأ ال hypothesis نفسها لاتساوي صفر
+
+131
+00:09:29,600 --> 00:09:33,580
+فلأ محتاجة قياس و قياس هنا هيكون بالعكس لأننا
+
+132
+00:09:33,580 --> 00:09:37,580
+بنتكلم عن this belief فإذا ال minimum بين
+
+133
+00:09:37,580 --> 00:09:41,220
+probability of each condition E و probability of
+
+134
+00:09:41,220 --> 00:09:46,120
+each و الأكبر منهم ناقص probability of each على
+
+135
+00:09:46,120 --> 00:09:51,160
+zero ناقص probability of each فإذا كأن بقول ناقص
+
+136
+00:09:51,160 --> 00:09:57,680
+minus probability of each otherwiseتمام إذا اقدرنا
+
+137
+00:09:57,680 --> 00:10:00,580
+نقيس ال ال two terms هدولة اللي هو ال measure of
+
+138
+00:10:00,580 --> 00:10:04,480
+belief و ال measure of disbelief نقدر نحسب ال
+
+139
+00:10:04,480 --> 00:10:07,460
+certainty factor و هي المهمة بالنسبالنا .. هي
+
+140
+00:10:07,460 --> 00:10:10,960
+المهمة بالنسبالنا .. الآن كيفية استخدامها .. كيفية
+
+141
+00:10:10,960 --> 00:10:13,840
+استخدامها في ال rule استخدامها في ال rule بكل
+
+142
+00:10:13,840 --> 00:10:16,440
+بساطة من خلال ال chain rule اللي احنا أخدناها
+
+143
+00:10:16,440 --> 00:10:19,900
+سابقا في ال calculus كنا بنقول إذا كانو الحقيقة
+
+144
+00:10:19,900 --> 00:10:24,020
+أخدناها أو اتحدثنا عنها في ال probability المرة
+
+145
+00:10:24,020 --> 00:10:29,580
+السابقة كنا بنقول إذا كان في عندي if evidence then
+
+146
+00:10:29,580 --> 00:10:37,420
+hypothesis بهذا الشكل with certainty factor معينة
+
+147
+00:10:37,420 --> 00:10:41,900
+تمام، الآن اللي بدنا نفهمه إنه ماوجددش أنا أثق أنه
+
+148
+00:10:41,900 --> 00:10:46,480
+حدثتال evidence E جداش حدثت ال evidence E فهذه
+
+149
+00:10:46,480 --> 00:10:51,040
+برضه ممكن تكون بشكل احتمال بشكل probability ل ال E
+
+150
+00:10:51,040 --> 00:10:54,740
+جداش احتمال تب حدوث ال E ففي الحالة هذه ال
+
+151
+00:10:54,740 --> 00:10:59,000
+probability أو ال certainty factor ل ال case كلها
+
+152
+00:10:59,000 --> 00:11:03,000
+على بعض هي ال certainty factor ل ال E نفسها انه
+
+153
+00:11:03,000 --> 00:11:07,420
+فعلا هتحدث مضروبة في ال certainty factor لل rule
+
+154
+00:11:07,420 --> 00:11:11,330
+نفسها و اللي بتكون given أساسا اللي بتكونموجودة أو
+
+155
+00:11:11,330 --> 00:11:14,510
+attached مع ال rule نفسها ففي الحالة دي بقدر اقول
+
+156
+00:11:14,510 --> 00:11:19,950
+ان هي جدش احتمالية حدوث E مضروبة في ال certainty
+
+157
+00:11:19,950 --> 00:11:25,790
+factor ل ال rule نفسها ل ال rule هنا هذا التمثل
+
+158
+00:11:25,790 --> 00:11:29,930
+بالنسبالي كان ال certainty factor ل ال E ل ال E
+
+159
+00:11:29,930 --> 00:11:34,390
+فقط ل ال E فقط فأصبح certainty factor certainty
+
+160
+00:11:34,390 --> 00:11:39,650
+factor جدش الوثقية انه ايش هتحدث H ال hypothesis H
+
+161
+00:11:40,840 --> 00:11:44,200
+given ال evidence E فهذا هيساوي ال certainty
+
+162
+00:11:44,200 --> 00:11:47,600
+factor ل E نفسها مضروف ال certainty factor ل ال
+
+163
+00:11:47,600 --> 00:11:50,340
+rule كويس ناخد مثال
+
+164
+00:11:53,740 --> 00:11:59,600
+إذا كان السماء صافاً، فإن التقارير صافاً، بمعرفة 0
+
+165
+00:11:59,600 --> 00:12:13,040
+.8 بمعرفة 0.8 بمعرفة 0.8 بمعرفة 0.8 بمعرفة 0.8
+
+166
+00:12:13,040 --> 00:12:19,400
+بمعرفة
+
+167
+00:12:19,400 --> 00:12:22,860
+0.8 بمعرفة 0.8 بمعرفة 0.8 بمعرفة 0.8 بمعرفة 0.8
+
+168
+00:12:22,860 --> 00:12:22,860
+بمعرفة 0.8 بمعرفة 0.8 بمعرفة 0.8 بمعرفة 0.8 بمعرفة
+
+169
+00:12:22,860 --> 00:12:24,570
+0.8 بمعرفة 0.8 بمعرفة 0.8 بمعرفةيعني خمسين خمسين
+
+170
+00:12:24,570 --> 00:12:28,330
+انا مش متأكد بالظبط لسه بسكر الستاتير فانا مش عارف
+
+171
+00:12:28,330 --> 00:12:32,590
+بالظبط هل هو الجو او السماء صافية او لأ فإذا
+
+172
+00:12:32,590 --> 00:12:36,550
+بنحطها خمسين خمسين في الحالة هذه ان والله هيكون
+
+173
+00:12:36,550 --> 00:12:41,030
+فعلا sunny الجو sunny فعليا تمثل او point five
+
+174
+00:12:41,030 --> 00:12:43,930
+مضروبة في ال او point eight فهيسوي او point four
+
+175
+00:12:43,930 --> 00:12:47,530
+او point four ان والله فعلا اليوم هيكون فيه الجو
+
+176
+00:12:47,530 --> 00:12:52,570
+مشمسهذا زي معنى إذا فعليا ال knowledge المسبق عندي
+
+177
+00:12:52,570 --> 00:12:55,130
+أو ال prior knowledge ال prior knowledge كمان مرة
+
+178
+00:12:55,130 --> 00:12:59,370
+مهمة جدا جدا جدا لأنه هنتكلم عنها لاحقا و هنقول
+
+179
+00:12:59,370 --> 00:13:02,110
+هذه اللي هتعملنا الفرق الحقيقة بين ال certainty
+
+180
+00:13:02,110 --> 00:13:05,170
+factor و بين ال probability جداش أنا بقدر أحسبها
+
+181
+00:13:05,170 --> 00:13:10,730
+فهنا بكل بساطة بقدر أقول انه it may be sunny ليش
+
+182
+00:13:10,730 --> 00:13:14,610
+it may be لأنه it may be هذه لو رجعنا لها الجدول
+
+183
+00:13:14,610 --> 00:13:20,120
+تبع توي اللي اتكلمنا عنه هنلاقي ان هي 0.4و maybe
+
+184
+00:13:20,120 --> 00:13:25,080
+not هي minus 0.4 فإذا مدام 0.4 بختار لها الكلمة
+
+185
+00:13:25,080 --> 00:13:28,960
+المناسبة أو الأقرب لها فالأقرب لها it may be sunny
+
+186
+00:13:28,960 --> 00:13:33,840
+it may be sunny تمام الآن ال conjunction لو كان في
+
+187
+00:13:33,840 --> 00:13:39,320
+عندي conjunction أو and and لمجموعة evidences to
+
+188
+00:13:39,320 --> 00:13:44,160
+get hypothesis H with certainty factor هذا متفقين
+
+189
+00:13:44,160 --> 00:13:49,400
+كلنا عليها فهتكون عندي if evidence E1and evidence
+
+190
+00:13:49,400 --> 00:13:55,380
+E2 and evidence E3 to evidence E M then hypothesis
+
+191
+00:13:55,380 --> 00:14:00,680
+H is true with certainty factor C F اللي هتكون
+
+192
+00:14:00,680 --> 00:14:06,300
+givenها هنا في هيك حالة كيف بقدر أعبر عن اللي قلنا
+
+193
+00:14:06,300 --> 00:14:10,140
+عليها certainty factor of E و اللي المفروض بدي
+
+194
+00:14:10,140 --> 00:14:13,680
+أضربها لسه في certainty factor تحت ال rule في
+
+195
+00:14:13,680 --> 00:14:18,450
+certainty factor لل ruleهذا من هنا بدأ أجيبها صار
+
+196
+00:14:18,450 --> 00:14:23,850
+عندي عدد N evidences وكل واحدة ممكن يكون لها ال
+
+197
+00:14:23,850 --> 00:14:27,270
+certainty factor الخاص فيها فإذا كان عملية ضرب
+
+198
+00:14:27,270 --> 00:14:31,450
+فانا بتعامل مع intersection تقاطع معناته بتعامل مع
+
+199
+00:14:31,450 --> 00:14:35,510
+تقاطع في التقاطع باخد ال minimum بقىبنشوفهم كل
+
+200
+00:14:35,510 --> 00:14:41,210
+واحد ال evidence E1 E2 E3 E4 E5 من ال certainty
+
+201
+00:14:41,210 --> 00:14:44,970
+factor الأقل منهم كلهم هي اللي هتكون معبرة عن
+
+202
+00:14:44,970 --> 00:14:48,670
+الجميع لإنه هتكون intersection عملين intersection
+
+203
+00:14:48,670 --> 00:14:53,370
+هل يُعقل إنه في كمية خمسة وكمية عشرة و ال
+
+204
+00:14:53,370 --> 00:14:56,250
+intersection بينهم ممكن يكون أكبر من الخمسة إطلاقا
+
+205
+00:14:56,250 --> 00:14:59,450
+.. إطلاقا لإن احنا متكلم هنا عن تقاطع فلابد إنه
+
+206
+00:14:59,450 --> 00:15:04,360
+يكونفي أفضل حالاته هي أقل قيمة منهم في أفضل حالات
+
+207
+00:15:04,360 --> 00:15:07,580
+ال intersection هذه هتكون هي القيمة الأقل ف
+
+208
+00:15:07,580 --> 00:15:11,040
+automatically لو أخدنا مثال على هذا الكلام لو قلنا
+
+209
+00:15:11,040 --> 00:15:18,080
+if sky is clear and the forecast is sunny then the
+
+210
+00:15:18,080 --> 00:15:22,980
+action is where sun passes with certainty factor 0
+
+211
+00:15:22,980 --> 00:15:29,840
+.8 0.8 تمام الان محتاجمن certainty factor له ال
+
+212
+00:15:29,840 --> 00:15:32,440
+evidence الأولى ال certainty factor لل evidence
+
+213
+00:15:32,440 --> 00:15:37,720
+التانية عشان نقدر نطلع هل أنا محتاج ألبس نضارات
+
+214
+00:15:37,720 --> 00:15:42,040
+شمس أو لأ هل أنا محتاج أو مش محتاج فهنيجي نقول sky
+
+215
+00:15:42,040 --> 00:15:49,500
+is clear is 0.9 طيب forecast is sunny is 0.7 فصار
+
+216
+00:15:49,500 --> 00:15:55,270
+عندي twocertainty factors مين هناخد منهم ناخد
+
+217
+00:15:55,270 --> 00:15:59,930
+بالنا انه ال connection between them هي and and
+
+218
+00:15:59,930 --> 00:16:06,010
+يعني تقاطع طيب لما بيقول تقاطع 0.7 مع 0.9 و لا
+
+219
+00:16:06,010 --> 00:16:09,450
+يمكن بأي حالة من الأحوال يكون أكبر من 0.7 هذا إذا
+
+220
+00:16:09,450 --> 00:16:14,050
+افترضنا ان ال 0.7 هي كاملة انطقة في ال 0.9 فإذا في
+
+221
+00:16:14,050 --> 00:16:20,270
+أفضل حالتها هي 0.97 0.7 وعشان هيك ال intersection
+
+222
+00:16:20,270 --> 00:16:24,790
+لل evidence الأولى مع ال evidence التانية فبناخد
+
+223
+00:16:24,790 --> 00:16:27,630
+ال minimum between them اللي هي ال 0.7 فال 0.7 هي
+
+224
+00:16:27,630 --> 00:16:30,270
+اللي بنضربها في ال certainty factor لل rule كاملة
+
+225
+00:16:30,270 --> 00:16:36,010
+على بعضها عشان أحصل على 56% أنه أنا محتاج ألبس
+
+226
+00:16:36,010 --> 00:16:40,670
+نضارات شمس تمام طيب في المقابل في ال disjunction
+
+227
+00:16:41,550 --> 00:16:44,630
+disjunction هدى ال junction التانى اللى يمكن
+
+228
+00:16:44,630 --> 00:16:48,530
+استخدامها فى كل شغل ال reasoning و ال logic اللى
+
+229
+00:16:48,530 --> 00:16:52,750
+هى ال or او or لما يكون عندى evidence E1 or
+
+230
+00:16:52,750 --> 00:16:57,810
+evidence E2 or evidence 2N then hypothesis H with
+
+231
+00:16:57,810 --> 00:17:01,530
+certainty factor CF قيمة معطاة فى الحالة هدى
+
+232
+00:17:01,530 --> 00:17:04,830
+بتتكلم أنا عن or و or فى ال logic يعني بتتكلم عن
+
+233
+00:17:04,830 --> 00:17:11,790
+اتحاد اتحاد اكيد مش هيكون اقل من ال maximum منهممش
+
+234
+00:17:11,790 --> 00:17:16,190
+هيكون بالعكس ممكن يكون أكبر كمان، ولكن فعلياً كأقل
+
+235
+00:17:16,190 --> 00:17:19,970
+قيمة ممكنة هو أكبر قيمة فيهم، هذا لو افترض أن كلهم
+
+236
+00:17:19,970 --> 00:17:22,990
+متقطعين في بعض، فمعنى ذلك اتحادهم هي الأكبر، هي
+
+237
+00:17:22,990 --> 00:17:26,030
+هتكون أكبر قيمة فيهم، فإذا ما نقدر نقول هي
+
+238
+00:17:26,030 --> 00:17:34,490
+certainty factor، لا، each givenE1 union E2 union
+
+239
+00:17:34,490 --> 00:17:40,570
+to AN او اتحاد هتكون تساوي ال maximum من certainty
+
+240
+00:17:40,570 --> 00:17:44,850
+factor ل E1 certainty factor E2 to certainty
+
+241
+00:17:44,850 --> 00:17:49,150
+factor AN maximum value between them مضروبة في ال
+
+242
+00:17:49,150 --> 00:17:52,650
+certainty factor لمن هنا ل ال rule ل ال rule نهاية
+
+243
+00:17:52,650 --> 00:17:58,110
+برضه مثال if sky is overcast اذا كان والله السماء
+
+244
+00:17:58,800 --> 00:18:05,140
+ملبدة بالغيوم or the forecast is rain أو الجو ممطر
+
+245
+00:18:05,140 --> 00:18:10,640
+فإذا or ناخد بالنا من ال or اللي هناإذا كان السماء
+
+246
+00:18:10,640 --> 00:18:17,440
+ملبدة بالغيوم أو غائمة أو ال forecast الجو ماطر
+
+247
+00:18:17,440 --> 00:18:20,940
+then the action is take an umbrella with certainty
+
+248
+00:18:20,940 --> 00:18:29,720
+factor 0.9 فإذا كان الجو ماطر أو السماء مغيمة خد
+
+249
+00:18:29,720 --> 00:18:35,000
+شمسية بقداش with certainty factor 0.9 الان قداش
+
+250
+00:18:35,000 --> 00:18:39,460
+احتمال حدوث أي واحدة منهمالأولى او التانية لازم
+
+251
+00:18:39,460 --> 00:18:44,340
+تكون given زى اننا نقول والله sky is overcast with
+
+252
+00:18:44,340 --> 00:18:49,940
+certainty factor 0.6 هنقول 0.6 طيب forecast is
+
+253
+00:18:49,940 --> 00:18:58,300
+rain is 0.8تمام فالان certainty factor لمجموعة ال
+
+254
+00:18:58,300 --> 00:19:00,780
+evidences كاملة على بعضها ال maximum منهم ال
+
+255
+00:19:00,780 --> 00:19:04,640
+maximum منهم 0.8 فخلاص هناخد 0.8 و نضربها في ال
+
+256
+00:19:04,640 --> 00:19:07,440
+certainty factor لل rule كاملة على بعضها و اللي هي
+
+257
+00:19:07,440 --> 00:19:17,320
+0.9 0.9 فبيطلع عندي 0.72 او بنسبة 72% فمبدئيا نسبة
+
+258
+00:19:17,320 --> 00:19:21,160
+ممكن نسميها عالية almost فممكن نسميها almost true
+
+259
+00:19:21,960 --> 00:19:25,780
+يعني almost لازم أخد معايا ال .. ال anabrella و
+
+260
+00:19:25,780 --> 00:19:30,600
+أنا طالع الصبح تمام okay خلصنا من جزئية ال
+
+261
+00:19:30,600 --> 00:19:33,280
+conjunctions مجموعة ال conjunctions الممكنة اللي
+
+262
+00:19:33,280 --> 00:19:36,360
+هي إما conjun .. ال .. ال or أو ال and ك
+
+263
+00:19:36,360 --> 00:19:39,980
+conjunction conjunction or .. and عفوا و its
+
+264
+00:19:39,980 --> 00:19:44,380
+conjunction هي ال or فخلصناهم الآن لما يكون عندي
+
+265
+00:19:44,380 --> 00:19:50,680
+the same consequent ل two rules بمعنى لو عندي ال
+
+266
+00:19:50,680 --> 00:20:00,170
+rule رقم واحدif a is x then c is z with
+
+267
+00:20:00,170 --> 00:20:04,110
+certainty factor 0.8 طيب rule تانية مختلفة تماما
+
+268
+00:20:04,110 --> 00:20:11,970
+مستقلة if b is y then c is z هنلاقي برضه ال c is z
+
+269
+00:20:11,970 --> 00:20:18,060
+متشابهين فهنا ال hypothesisوحدة ل two rules ل two
+
+270
+00:20:18,060 --> 00:20:22,080
+rules بس كل rule لها certainty factor المختلفة عن
+
+271
+00:20:22,080 --> 00:20:24,660
+التانية لها certainty factor مختلفة عن التانية ففي
+
+272
+00:20:24,660 --> 00:20:28,920
+الحالة هذه كيف بقدر اكون واثق من ال hypothesis
+
+273
+00:20:28,920 --> 00:20:34,900
+نفسهاالفرضية ان C تساوي Z او C is Z جدش بقدر اقول
+
+274
+00:20:34,900 --> 00:20:39,620
+عليها هي حقيقة لا هي 0.8 ولا هي 0.6 لأن هذه جاية
+
+275
+00:20:39,620 --> 00:20:41,200
+من rule وهذه جاية من rule لكن انا في النهاية بدي
+
+276
+00:20:41,200 --> 00:20:45,600
+اخد معلومة موحدة من التنتين كيف بقدر اخدها اذا
+
+277
+00:20:45,600 --> 00:20:51,520
+افترضنا ان ال two rules تحققوا كلاهما fired تحقق
+
+278
+00:20:51,520 --> 00:20:56,490
+فعليافبنقدر نقول عندي حالات معينة، الحالة الأولى
+
+279
+00:20:56,490 --> 00:21:01,370
+منهم إذا كانوا الإتنين موجب، كلاهما موجب، ففي
+
+280
+00:21:01,370 --> 00:21:03,870
+الحالة هذه بناخد كأنه اتحادهم
+
+281
+00:21:06,140 --> 00:21:11,040
+كأنه اتحادهم، ازاي بالظبط؟ لما يجينا واحد يدج
+
+282
+00:21:11,040 --> 00:21:16,720
+علينا الغرفة ويقولنا خلاص روحوا، في قرار انكوا
+
+283
+00:21:16,720 --> 00:21:21,260
+تروحوا، هذه معلومة، هقوله والله طب استنى، جديش أنت
+
+284
+00:21:21,260 --> 00:21:24,440
+تثق بمعلومتك، يعني مين اللي جالك؟ جاله والله سمعت،
+
+285
+00:21:24,440 --> 00:21:28,700
+جديش أنت تثق باللي سمعته؟ جالنا مثلا 0.8والله أنا
+
+286
+00:21:28,700 --> 00:21:32,020
+أثق 80% أن معلومتي صح قولنا له ماشي خلاص اتوكر على
+
+287
+00:21:32,020 --> 00:21:34,860
+الله فاحنا وجدنا أنه 80% مش كتير كافية خلينا
+
+288
+00:21:34,860 --> 00:21:38,780
+مكملين درسنا بعد شوية بعد ربع ساعة زمان ده كمان
+
+289
+00:21:38,780 --> 00:21:42,240
+واحد و جالي جماعة خلاص احنا المفروض بدنا نسكر ..
+
+290
+00:21:42,240 --> 00:21:46,620
+خلصوا محاضرتكم فحقوله بجدش إنت احتمالية معلومتك
+
+291
+00:21:46,620 --> 00:21:53,370
+صحيحة هنفترض 0.6Okay كل واحد منهم ماعطانيش الحقيقة
+
+292
+00:21:53,370 --> 00:21:58,890
+معلومة كاملة انه ال true كامل لكن مجرد ان هم صاروا
+
+293
+00:21:58,890 --> 00:22:03,610
+اتنين و الاتنين في نفس الاتجاه يعني بأكدوا
+
+294
+00:22:03,610 --> 00:22:08,130
+المعلومة فواضح انه انا عندي صار تأكيد اكبر من
+
+295
+00:22:08,130 --> 00:22:15,770
+اكبرهملأ أنا صار عندي الآن وثوقية أكبر من الـO.8
+
+296
+00:22:15,770 --> 00:22:19,390
+أنه أه في مشكلة واضح أنه احنا معناته يمكن مضطرين
+
+297
+00:22:19,390 --> 00:22:22,270
+نتسكر مثلا أو في إجازة في إشي في حاجة يبدو أنه في
+
+298
+00:22:22,270 --> 00:22:27,030
+إشي بس صارت أكبر من O.8 ليش؟ لأنه تجمعت المعلومات
+
+299
+00:22:27,030 --> 00:22:30,730
+والمعلومات كلها في إيش؟ في اتجاه واحد في اتجاه
+
+300
+00:22:30,730 --> 00:22:35,870
+واحد مش والله واحد إيجا أثبتواحد نفع، لأ هما
+
+301
+00:22:35,870 --> 00:22:39,610
+الاتنين في اتجاه الاثبات بس بدرجات متفاوتة، بدرجات
+
+302
+00:22:39,610 --> 00:22:44,260
+متفاوتة، ففي الحالة دي بناخد قانونقانون ال union
+
+303
+00:22:44,260 --> 00:22:47,680
+أو اتحاد المجموعات متذكرين اتحاد المجموعات بكل
+
+304
+00:22:47,680 --> 00:22:50,680
+بساطة إذا هذه certainty factor number one
+
+305
+00:22:50,680 --> 00:22:53,800
+certainty factor number two بقدر أقول إن هي تساوي
+
+306
+00:22:53,800 --> 00:22:57,300
+certainty factor number one plus certainty factor
+
+307
+00:22:57,300 --> 00:23:01,140
+number two بس بدنا ناخد بالنا إنه دايما في اللي
+
+308
+00:23:01,140 --> 00:23:04,980
+بدنا نطرح منهم ال intersection فناقص certainty
+
+309
+00:23:04,980 --> 00:23:07,460
+factor number one في certainty factor number two
+
+310
+00:23:07,460 --> 00:23:11,460
+هذا القانون اللي كنتوا تاخدوه في ال calculus
+
+311
+00:23:11,460 --> 00:23:14,680
+وخدناه في ال discreteأذكر أننا شرحناها في ال
+
+312
+00:23:14,680 --> 00:23:18,260
+discrete في الزمانات فبنقدر نقول إنه هذا هو
+
+313
+00:23:18,260 --> 00:23:23,000
+القانون الأول إذا كانت ال certainty factor واحد و
+
+314
+00:23:23,000 --> 00:23:27,540
+certainty factor اتنين مجابات أكبر من صفر هم في ..
+
+315
+00:23:27,540 --> 00:23:34,060
+للإثبات .. للإثبات طيب إذا كانوا للنفي إن والله لأ
+
+316
+00:23:34,060 --> 00:23:38,320
+هما كلاهما اللي إجا بالسالم يعني بيقولوا لأ لأ فش
+
+317
+00:23:38,320 --> 00:23:42,940
+إجازة خلّيكم كاملينفاش مشكلة خلّيني أكمل محاضرتكوا
+
+318
+00:23:42,940 --> 00:23:46,800
+كل واحد أعطانيها بنسبة متفاوت عن تاني لكن كلاهما
+
+319
+00:23:46,800 --> 00:23:52,260
+بينفي المعلومة ففي الآخر برضه بنعملها ب certainty
+
+320
+00:23:52,260 --> 00:23:56,720
+factor one لاحظوا هنا إيش بدنا نعمل plus certainty
+
+321
+00:23:56,720 --> 00:24:00,240
+factor two بس أنا عامل إحساب إن هدولة بالسوالب مش
+
+322
+00:24:00,240 --> 00:24:06,700
+هيك لإن هدول نفي عشان هيك مدام بالسالب بدنا نجمع
+
+323
+00:24:06,700 --> 00:24:11,460
+certainty factor واحد في certainty factor اتنينو
+
+324
+00:24:11,460 --> 00:24:14,360
+هذه الحالة في حالة certainty factor 1 و certainty
+
+325
+00:24:14,360 --> 00:24:19,480
+factor 2 أقل من 0
+
+326
+00:24:19,480 --> 00:24:25,180
+طيب otherwise أنه لأ والله هي لا الحالة هذه ولا
+
+327
+00:24:25,180 --> 00:24:30,140
+الحالة هذه هي فعليا اللي حدث أن ال two rules عكس
+
+328
+00:24:30,140 --> 00:24:36,020
+بعضالأول قال إجازة يا جماعة روحوا بعد شوية إجا
+
+329
+00:24:36,020 --> 00:24:39,100
+واحد تاني قال لا لا فيش إجازة فبدنا نسأل أنت جاتيش
+
+330
+00:24:39,100 --> 00:24:43,200
+وثقية كلامك و أنت جاتيش وثقية كلامك عشان نجيب
+
+331
+00:24:43,200 --> 00:24:47,480
+المحصلة لهم بس المحصلة في الحالة هدئزة اختلفوا
+
+332
+00:24:47,480 --> 00:24:52,260
+بمعنى أن واحد منهم بس هو ليه أقل من صفر والتاني
+
+333
+00:24:52,260 --> 00:24:56,220
+أكبر من صفر فواضح أنه إذا كان certainty factor
+
+334
+00:24:56,220 --> 00:24:59,260
+واحد أقل من صفر أو ال certainty factor اتنين أقل
+
+335
+00:24:59,260 --> 00:25:03,630
+من صفر وليس كلاهماوليس كلاهما كلاهما بنروح للحالة
+
+336
+00:25:03,630 --> 00:25:07,510
+التالتة اللي احنا هنا اتكلمنا عنها اللي هو الاتنين
+
+337
+00:25:07,510 --> 00:25:11,170
+بينفوا لكن الان احنا نتكلم واحد أثبت وواحد نفى
+
+338
+00:25:11,170 --> 00:25:16,210
+فبقدر اقول انه هيكون متذكرين لما قولنا ال success
+
+339
+00:25:16,210 --> 00:25:19,990
+على ال failure بالضبط هو هذا اللي بنجيبه بدنا نجيب
+
+340
+00:25:19,990 --> 00:25:24,370
+محصلة ال success فهنجمعهم واحنا عارفين ان واحد
+
+341
+00:25:24,370 --> 00:25:27,030
+منهم هيكون عكس التاني احنا عارفين الكلام هذا مش
+
+342
+00:25:27,030 --> 00:25:29,590
+هيك واحد منهم عكس التاني يعني واحد منهم موجب واحد
+
+343
+00:25:29,590 --> 00:25:33,430
+منهم سالبفهنجمعهم عشان اجيب ال difference between
+
+344
+00:25:33,430 --> 00:25:37,250
+ال absolute values فبنكون جيبنا كأن الفروقات بين
+
+345
+00:25:37,250 --> 00:25:39,990
+ال absolute values لما نجمعهم بهذا الشكل و انا
+
+346
+00:25:39,990 --> 00:25:42,690
+عارف ان واحدة منهم عكس التانية واحدة منهم عكس
+
+347
+00:25:42,690 --> 00:25:46,210
+التانية فهنجمعهم هذا حقيقة هيعطيني محصلة ال
+
+348
+00:25:46,210 --> 00:25:49,410
+success و اللي ممكن تكون بالسالب ممكن بالمناسبة
+
+349
+00:25:49,410 --> 00:25:51,870
+تكون سالب ليش؟ لأنه ممكن تكون رايح على ال
+
+350
+00:25:51,870 --> 00:25:54,990
+disbelief ممكن تكون رايح على ال disbelief كويس على
+
+351
+00:25:55,800 --> 00:25:59,060
+على إيش؟ على ال failure و ال failure هيكون هو
+
+352
+00:25:59,060 --> 00:26:05,080
+العكس تبع الأقل منهم عكس أقل منهم فحاخد الأقل إما
+
+353
+00:26:05,080 --> 00:26:07,260
+ال certainty factor الأولى أو ال certainty factor
+
+354
+00:26:07,260 --> 00:26:12,640
+التانية كويس و نعكسها نعكسها إيش يعني؟ مش عكس اللي
+
+355
+00:26:12,640 --> 00:26:16,580
+هو عكس إشارة و إنما ال compliment ال compliment
+
+356
+00:26:16,580 --> 00:26:19,700
+بمعنى إن أحطها بدل ما هي success أصير failure
+
+357
+00:26:19,700 --> 00:26:24,270
+فحقول واحد ناقص القيمةواحد ناقص القيمة فبكون جبت
+
+358
+00:26:24,270 --> 00:26:28,350
+المكملة مكملتها بهذه الحالة بنقدر نقول ان احنا
+
+359
+00:26:28,350 --> 00:26:33,010
+جبنا certainty factorلأكتر من rule بيعطوني نفس ال
+
+360
+00:26:33,010 --> 00:26:36,790
+hypothesis في ال .. و لو افترضنا ان ال rule .. و
+
+361
+00:26:36,790 --> 00:26:40,950
+لو ال rule التانية are fired كلاهما فعلا تحقق
+
+362
+00:26:40,950 --> 00:26:45,390
+فهناخد مثال لحالات اللي احنا أخدناها ال rule رقم
+
+363
+00:26:45,390 --> 00:26:50,350
+واحد اللي كانت f a a a is x then c is z with
+
+364
+00:26:50,350 --> 00:26:54,750
+certainty factor of 0.8 rule number two f b is y
+
+365
+00:26:54,750 --> 00:27:00,100
+then c is z with certainty factor0.6 في الحالة هذه
+
+366
+00:27:00,100 --> 00:27:05,660
+لو افترضنا كفرضية أولى ان كلاهما ال evidence
+
+367
+00:27:05,660 --> 00:27:11,280
+للأولى و ال evidence للتانية تمام كلاهما ال
+
+368
+00:27:11,280 --> 00:27:14,960
+certainty factor بتاعتهم plus one ففي اتجاه
+
+369
+00:27:14,960 --> 00:27:18,840
+التأكيد في اتجاه انه بيأكدوا ال rule في الحالة هذه
+
+370
+00:27:18,840 --> 00:27:24,480
+بنقدر نقولcertainty factor in general للرول الأولى
+
+371
+00:27:24,480 --> 00:27:26,620
+اللى هتساوي ال certainty factor لل evidence
+
+372
+00:27:26,620 --> 00:27:30,360
+بتاعتها فال certainty factor للرول نفسها رقم واحد
+
+373
+00:27:30,360 --> 00:27:36,000
+فهتكون ال o point او ال one ال one نفسها اللى احنا
+
+374
+00:27:36,000 --> 00:27:39,560
+خدناها هنا او فرضناها مضروبة في ال o point eight
+
+375
+00:27:39,560 --> 00:27:45,460
+فهيعطيني o point eight هدى لمين؟ للرول الأولى
+
+376
+00:27:45,460 --> 00:27:49,460
+للرول التانية برضه عندي واحد لل evidence بتاعتها
+
+377
+00:27:50,370 --> 00:27:57,190
+واحد ان بي is Y يعني كأنه واقعت حقيقة بي is Y في
+
+378
+00:27:57,190 --> 00:27:59,330
+الحاله دي عشان نحسب ال certainty factor لل rule
+
+379
+00:27:59,330 --> 00:28:04,210
+كلها ان والله فعلا جديش انا اثق ان H هتتحقق اذا
+
+380
+00:28:04,210 --> 00:28:08,490
+حدثت E2 فبنقول الواحد مضروبة في ال certainty
+
+381
+00:28:08,490 --> 00:28:14,950
+factor لل rule رقم اتنين فبيطلع 0.6 الحقيقة لان ال
+
+382
+00:28:14,950 --> 00:28:19,500
+hypothesis هي ظهرت في الحالتينوكلاهما موجب فعلى
+
+383
+00:28:19,500 --> 00:28:22,640
+طول هنستخدم ال role الأولى اللى هى عملية اتحادهم
+
+384
+00:28:22,640 --> 00:28:27,500
+اتحادهم فإذا مجموحهم ناقص ضربهم مجموحهم ناقص ضربهم
+
+385
+00:28:27,500 --> 00:28:33,580
+بنعمل عملية مجموحهم ناقص ضربهم بحيث انها تصبح 0.8
+
+386
+00:28:33,580 --> 00:28:40,180
+plus 0.6 minus 0.8 في 0.6
+
+387
+00:28:42,620 --> 00:28:47,420
+تمام احسبوها عشان يطلع معانا 0.92 واضح أنها أكبر
+
+388
+00:28:47,420 --> 00:28:51,500
+من أكبرهم ليش؟ لأن الأتنين بيأكدوا نفس المعلومة
+
+389
+00:28:51,500 --> 00:28:56,880
+صحيح الأولان جالي المعلومة هذه باحتمالية 80% بس
+
+390
+00:28:56,880 --> 00:29:00,420
+التاني مجرد أنه أعطاني و لو احتمالية 50% حتى هو
+
+391
+00:29:00,420 --> 00:29:06,260
+يقيني زاد عن ال 80% الأولى لأنه صار المعلومة أتنين
+
+392
+00:29:06,260 --> 00:29:09,560
+بيأكدوها مش واحد مش .. مش واحد تمام
+
+393
+00:29:12,720 --> 00:29:17,100
+Okay لو الإتنين بالعكس، الإتنين بينفو المعلومة،
+
+394
+00:29:17,100 --> 00:29:19,880
+فبرضه هنعمل نشطة على القانون التاني بحيث أنه
+
+395
+00:29:19,880 --> 00:29:24,720
+مبدأيا بدكوا تحسبوا ال certainty factor لل
+
+396
+00:29:24,720 --> 00:29:30,820
+condition نفسه، إنه H هتحدث في حال حدوث E،
+
+397
+00:29:30,820 --> 00:29:34,560
+فهنحسبهاوزي ما قلنا من خلال ال certainty factor لل
+
+398
+00:29:34,560 --> 00:29:37,160
+E الأول مضروبة في ال certainty factor لل rule كلها
+
+399
+00:29:37,160 --> 00:29:42,200
+على بعض عشان يظهر عندى هنا في الحلقة هنا اشتغل على
+
+400
+00:29:42,200 --> 00:29:48,280
+مين لأ عدينا احنا واحدة اه هي كلا هما بينفي تمام
+
+401
+00:29:48,280 --> 00:29:55,370
+فإذا minus 0.8 بالنسبة لل rule رقم واحد-0.6 ناتج
+
+402
+00:29:55,370 --> 00:30:00,650
+ال rule رقم اتنين الان اتحادهم مع بعض هيكون الاولى
+
+403
+00:30:00,650 --> 00:30:05,110
+زاد التانية مضروب في جمعهم مضروب في ايش؟ في جمعهم
+
+404
+00:30:05,110 --> 00:30:12,030
+عشان برضه يعطيني نفس القيمة ولكن بالسلب minus 0.92
+
+405
+00:30:12,030 --> 00:30:20,270
+كويس الان الحالة التالتة اللي هم مختلفين فواحدةE1
+
+406
+00:30:20,270 --> 00:30:29,840
+plus وE2 minusأكيد الأولى ك rule أولى هتعطيني ناتج
+
+407
+00:30:29,840 --> 00:30:36,600
+لاحتمالية حدوث H 0.8 بينما ال rule التانى هتعطيني
+
+408
+00:30:36,600 --> 00:30:40,840
+minus 0.6 لأن اختلفوا فزي ما قلنا مجموحهم
+
+409
+00:30:40,840 --> 00:30:45,620
+اتوماتيكيا عادي مجموحهم واحد ناقص الأقل منهم أو
+
+410
+00:30:45,620 --> 00:30:49,720
+مكملة الأقل منهم فإذا مجموحهم هيعطيني ال success
+
+411
+00:30:49,720 --> 00:30:55,560
+الحقيقة و اللي هيطلع 0.2 لأن واحدبيعكس التاني واحد
+
+412
+00:30:55,560 --> 00:31:00,200
+بينفي التاني فحنشوف المحصلة هتروح في اتجاه مين
+
+413
+00:31:00,200 --> 00:31:02,940
+أكيد في اتجاه ال absolute الأعلى في اتجاه ال
+
+414
+00:31:02,940 --> 00:31:06,120
+absolute الأعلى إذا كان اللي بيثبت المعلومة
+
+415
+00:31:06,120 --> 00:31:10,100
+احتماليته أعلى فغالبا هتطلع الفرق بينهم موجب أما
+
+416
+00:31:10,100 --> 00:31:16,000
+إذا كان ال absolute الأعلى ل اللي بينفي ال rule
+
+417
+00:31:16,000 --> 00:31:21,280
+فأكيد هتكون بال negative المجموعة تمام و تحت في
+
+418
+00:31:21,280 --> 00:31:27,070
+مقامكم ال ..المكملة لأقل واحدة منهم و اللي هي ال 0
+
+419
+00:31:27,070 --> 00:31:34,990
+.6 هنا فهيطلع 0.2 على 0.4
+
+420
+00:31:34,990 --> 00:31:41,470
+على 0.4 اللي هو واحد ناقص 0.6 تمام فهيطلع 0.5 0.5
+
+421
+00:31:41,470 --> 00:31:46,430
+طيب 0.5 في اتجاه الموجب في اتجاه الموجب مع العلم
+
+422
+00:31:46,430 --> 00:31:52,170
+انه احنا بنتكلم عن في اتجاه الموجب بنتكلم عن 0.8
+
+423
+00:31:52,830 --> 00:31:58,410
+لكن الـ 0.8 هذه .. تمام .. إجا نفي إلها، في واحد
+
+424
+00:31:58,410 --> 00:32:03,490
+إجا نفاها، فطبيعي في نفسيتي أنا .. أنا بشتغل، هتجل
+
+425
+00:32:03,490 --> 00:32:08,370
+الـ 0.8، أكيد هيحدث لها إنه هتجل لأنه في حدا إجا
+
+426
+00:32:08,370 --> 00:32:16,370
+نف معلومتها، نف معلومتها، تمامOkay في المثال
+
+427
+00:32:16,370 --> 00:32:21,430
+..متذكرين المثال اللي خدناه لل forecast واستخدمناه
+
+428
+00:32:21,430 --> 00:32:26,930
+لعملية .. في عملية ال probability المرة السابقة هو
+
+429
+00:32:26,930 --> 00:32:33,110
+نفسه ممكن استخدامه برضه ل .. باستخدام جزئية ال ..
+
+430
+00:32:34,390 --> 00:32:37,770
+ال certainty factor لكن طبعا هنا تير هتكون أخف
+
+431
+00:32:37,770 --> 00:32:41,550
+المسائل عنها ليش؟ لأن أنا مش محتاج لتعقيدات ل
+
+432
+00:32:41,550 --> 00:32:44,730
+problem اللي كانت موجودة عندى متذكرين ال
+
+433
+00:32:44,730 --> 00:32:47,890
+sufficiency و ال necessity مش محتاجين نشتغل عليهم
+
+434
+00:32:47,890 --> 00:32:52,950
+إطلاقا الأمور هتكون كتير أسهل من أن نشتغل عليها
+
+435
+00:32:52,950 --> 00:33:00,200
+فممكن مباشرة ندخل على ال dialogue تبعناdialogue
+
+436
+00:33:00,200 --> 00:33:04,300
+ونقول what is the weather today؟ كيف الجو اليوم؟
+
+437
+00:33:04,300 --> 00:33:09,320
+فالإجابة إجتني rain، الآن من المعلومة rain لحالها،
+
+438
+00:33:09,320 --> 00:33:13,900
+انه ال weather is rain، هل في أي rules ممكن
+
+439
+00:33:13,900 --> 00:33:19,320
+نطبقها؟ الحقيقة لو رجعنا لل rules، هنجد أنه فعلا
+
+440
+00:33:19,320 --> 00:33:25,040
+في ال rule رقم واحد بنقدر نطبقهاهيها لإنه مش
+
+441
+00:33:25,040 --> 00:33:29,020
+محتاجة أكتر من إنه إيش ال weather ف today is rain
+
+442
+00:33:29,020 --> 00:33:32,920
+then tomorrow is rain with certainty factor معينة
+
+443
+00:33:33,610 --> 00:33:37,870
+تمام فهنا جال ل rain مدام جال rain ممطر خلاص فإذا
+
+444
+00:33:37,870 --> 00:33:40,570
+بتعامل مع الممطر هذه النقيمتها certainty factor
+
+445
+00:33:40,570 --> 00:33:46,010
+جديش واحد فواحد مضروبة في ال 0.5 تبعت ال rule
+
+446
+00:33:46,010 --> 00:33:48,990
+فأكيد هتكون ال certainty factor لأ tomorrow is
+
+447
+00:33:48,990 --> 00:33:53,850
+rain if today is rain totally 0.5 0.5 اللي هي تحت
+
+448
+00:33:53,850 --> 00:33:58,550
+ال rule نفسها تحت ال rule نفسها ف tomorrow
+
+449
+00:34:03,590 --> 00:34:16,290
+is rain وخلّيني أقول tomorrow is
+
+450
+00:34:16,290 --> 00:34:22,810
+dry أول ما خلّصنا الأن أول rule كان عندي ال rain 0
+
+451
+00:34:22,810 --> 00:34:29,530
+.5 اللي dry لسه zero ما زالت zero طيب ناخد معلومة
+
+452
+00:34:29,530 --> 00:34:32,530
+أخرى طبعا مين اللي بيحددلي إيش بده المعلومات هذه؟
+
+453
+00:34:33,990 --> 00:34:37,770
+بدنا نرجع عارفين نلاقي إيش؟ متذكرين لما عملنا ال
+
+454
+00:34:37,770 --> 00:34:41,970
+.. ال .. ال inference strategy بتاعتنا و كان في
+
+455
+00:34:41,970 --> 00:34:44,590
+عندي ال forward و ال backward و في آخر المثال
+
+456
+00:34:44,590 --> 00:34:47,790
+حددنا إيش المعلومات اللي أنا محتاجها عشان أعمل
+
+457
+00:34:47,790 --> 00:34:51,330
+firing لل rule كلها على بعض، من خلالها لابنعرف إذا
+
+458
+00:34:51,330 --> 00:34:55,750
+كان ال evidence هو hypothesis ل rule تانية، مش
+
+459
+00:34:55,750 --> 00:35:00,000
+محتاج أسأل عنهبروح لـ rule التانية بشوف ال rule
+
+460
+00:35:00,000 --> 00:35:02,520
+التانية إيش ال evidences تاعتها إذا وجدت إن ال
+
+461
+00:35:02,520 --> 00:35:07,300
+evidence غير موجود في أي rule ك hypothesis بسأل
+
+462
+00:35:07,300 --> 00:35:11,100
+عنه بنسأل عنه فالأن سألنا عن ال rainfall today
+
+463
+00:35:11,100 --> 00:35:15,660
+فجالي low طبعا كلمة low مطاطة ماعطتنيش معلومة هناك
+
+464
+00:35:15,660 --> 00:35:18,820
+كانت rain خلاص مطر انتهى الكلام هو كان بيقولي مطر
+
+465
+00:35:18,820 --> 00:35:22,320
+ولا مش مطر فجالي مطر سكتنا فكانت واحد أما rain هنا
+
+466
+00:35:22,320 --> 00:35:27,430
+لأ بلازم أسأل عن certaintybetween ال 0 و ال 1
+
+467
+00:35:27,430 --> 00:35:34,010
+فحيقولي والله 0.8 فصار عند هنا today is rain من
+
+468
+00:35:34,010 --> 00:35:38,450
+الرول رقم تلاتة قلنا واحد طيب ال rainfall is low
+
+469
+00:35:38,450 --> 00:35:43,550
+with degree قداش 0.8 و tomorrow is dry قداش هتكون
+
+470
+00:35:43,550 --> 00:35:49,000
+الآن ال possibility بتاعتها هتكونلاحظوا and يعني
+
+471
+00:35:49,000 --> 00:35:52,020
+إيش بناخد؟ يعني بناخد الأقل منهم الأقل منهم هي ال
+
+472
+00:35:52,020 --> 00:35:57,320
+0.8 بنضربها في مين؟ في ال 0.6 بتاعة ال rule عشان
+
+473
+00:35:57,320 --> 00:36:04,040
+يظهر عندى في النهاية 0.48 فهذه automatically صارت
+
+474
+00:36:04,040 --> 00:36:09,820
+مكان ال zero على طول مكان ال zero dry أصبحت 0.48
+
+475
+00:36:09,820 --> 00:36:15,830
+ممتاز .. ممتاز جداإن كمل باقي ال rules هنجد إنه
+
+476
+00:36:15,830 --> 00:36:18,310
+عشان أكمل باقي ال rules محتاج أسأل عن temperature
+
+477
+00:36:18,310 --> 00:36:23,750
+temperature cold cold between جداش بين صفر و واحد
+
+478
+00:36:23,750 --> 00:36:26,590
+برضه بدأ أسأله جداش أنت تثق بكلمة cold يعني هل هو
+
+479
+00:36:26,590 --> 00:36:30,330
+برد كتير ولا برد شوية ولا almost ولا إيش بالظبط
+
+480
+00:36:30,330 --> 00:36:40,830
+شعورك بالبرد فجالي 0.9 هنقول إنه أعطانا قيمة 0.9
+
+481
+00:36:42,710 --> 00:36:46,670
+0.9 نبع ال firing لان ل ال rule عشان نقول today is
+
+482
+00:36:46,670 --> 00:36:51,110
+rain واحد rainfall is low 0.8 طويل لسه كنا
+
+483
+00:36:51,110 --> 00:36:57,570
+ماخدينها temperature is cold 0.9 الان بدنا نشوف ال
+
+484
+00:36:57,570 --> 00:37:00,530
+junction هي and ولا or لأ والله ال junction and
+
+485
+00:37:00,530 --> 00:37:06,550
+فإذا باخد من الأقل 0.8 مضروبة في ال 0.7 تبعتي ال
+
+486
+00:37:06,550 --> 00:37:12,850
+rule كاملة على بعضها فهنضربها في ال 0.7في الـ 0.7
+
+487
+00:37:12,850 --> 00:37:20,970
+تمام ففعليا في الـ 0.7 اللي حدث انه كقيمة بتطلع 0
+
+488
+00:37:20,970 --> 00:37:24,510
+.56
+
+489
+00:37:24,510 --> 00:37:33,330
+تمام بهذا الشكل فهيصبح today tomorrow is dry 0.56
+
+490
+00:37:33,330 --> 00:37:39,950
+rain 0.5 حقيقة المعلومة هذه لسه غير كاملةليش غير
+
+491
+00:37:39,950 --> 00:37:45,690
+كاملة؟ لأن ال dry نتجت الآن يا رب نحنا أنتجناها
+
+492
+00:37:45,690 --> 00:37:50,090
+هنا من ال rule رقم أربعة rule رقم أربعة بتنتجليه
+
+493
+00:37:50,090 --> 00:37:53,610
+dry لكن في نفس الوقت اللي هي ال hypothesis بتاعتنا
+
+494
+00:37:53,610 --> 00:37:56,650
+لكن في نفس الوقت أنا عامل firing إلها سابقا من ال
+
+495
+00:37:56,650 --> 00:38:01,230
+rule رقم تلاتة برضه dry كان نتجها فصار عندي نفس ال
+
+496
+00:38:01,230 --> 00:38:05,930
+hypothesis في two rulesبدنا نشوف قيمهم هم اثبات
+
+497
+00:38:05,930 --> 00:38:10,110
+ولا نفيه عشان نعمل المحصلة المحصلة بتاعتنا الاتنين
+
+498
+00:38:10,110 --> 00:38:13,790
+كانوا اثبات ليش الاتنين كانوا اثبات؟ لأن القيمة
+
+499
+00:38:13,790 --> 00:38:19,390
+السابقة كانت ال 0.48 والقيمة الحالية من ال rule
+
+500
+00:38:19,390 --> 00:38:25,700
+اللي اشتغلنا عليه الرقم 4 كان عندي 0.56 فالاتنين
+
+501
+00:38:25,700 --> 00:38:29,560
+هدولة هنجمحهم و نطرح منهم ضربهم .. نطرح منهم ضربهم
+
+502
+00:38:29,560 --> 00:38:33,160
+عشان يطلع الآن المحصلة الحقيقية ل tomorrow is dry
+
+503
+00:38:33,160 --> 00:38:41,900
+و اللي هتظهر ك 0.77 أو 77 0.77 هذه هي القيمة
+
+504
+00:38:41,900 --> 00:38:45,060
+الحقيقية بعد ما عملنا firing لها rule رقم 1 rule
+
+505
+00:38:45,060 --> 00:38:51,430
+رقم 3 rule رقم 4 مع بعضو كذا بنشتغل على هذا الكلام
+
+506
+00:38:51,430 --> 00:38:55,470
+تمام مدام بنقدر نشتغل بهذا الشكل ممكن نكمل الآن
+
+507
+00:38:55,470 --> 00:39:00,270
+باقي الأسئلة اذا كان محتاجين اي معلومات ل firing
+
+508
+00:39:00,270 --> 00:39:05,250
+باقي ال rules و نحصل على المحصلة النهائية اذا كان
+
+509
+00:39:05,250 --> 00:39:09,250
+لقدام اي rule من ال rules عاملة الكناتج rain
+
+510
+00:39:09,250 --> 00:39:13,700
+تاخدوا بالكوا ان في rain سابقا ب 0.5بروحش باخد
+
+511
+00:39:13,700 --> 00:39:17,040
+النتيجة و بحطها مباشرة، لأ، هكون في عندى نتيجتين،
+
+512
+00:39:17,040 --> 00:39:20,240
+النتيجتين لازم نشوف قيمهم، إذا و الله موجبة،
+
+513
+00:39:20,240 --> 00:39:24,680
+بنجمحهم، نقص ضربهم، إذا سالبة، بنجمحهم، زائد
+
+514
+00:39:24,680 --> 00:39:28,420
+ضربهم، إذا واحدة مختلفة عن التانية، فبنعمل ال
+
+515
+00:39:28,420 --> 00:39:33,170
+success على ال failureاللي هو مجموحهم على واحد
+
+516
+00:39:33,170 --> 00:39:35,970
+ناقص ال minimum منهم الواحد ناقص ال minimum منهم
+
+517
+00:39:35,970 --> 00:39:39,070
+معناته بيعمللي ال failure تبعتها ال failure أو
+
+518
+00:39:39,070 --> 00:39:44,430
+عكسها عكس نجاحها طيب نكتفي بهذا القدر من المحاضرة
+
+519
+00:39:44,430 --> 00:39:47,670
+و نستكمل الجزء المتبقي في المحاضرة القادمة ان شاء
+
+520
+00:39:47,670 --> 00:39:50,830
+الله تعالى أو في الجزء الثاني من محاضرتنا اللي هي
+
+521
+00:39:50,830 --> 00:39:53,230
+ال bias of Bayesian method
+
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/L_hfpEITPM8.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/L_hfpEITPM8.srt
new file mode 100644
index 0000000000000000000000000000000000000000..f6353a9dea0dc40ee813aa80d5aa2d9819c9ac69
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/L_hfpEITPM8.srt
@@ -0,0 +1,1349 @@
+1
+00:00:06,110 --> 00:00:11,350
+سجنه .. سجنه fuzzy inference ما تغيرش كتير إشي يعني
+
+2
+00:00:11,350 --> 00:00:16,730
+هو نفسه تماما نفس فكرة ممداني ولكن التكرارات اللي
+
+3
+00:00:16,730 --> 00:00:20,450
+كنا بنكررها، ولما كنت بقول 0.1 زاد 0.1 زاد 0.1
+
+4
+00:00:20,450 --> 00:00:28,250
+بنجمع هذه كلها، مدام أنا عندي شيء بواحدة أو range
+
+5
+00:00:28,250 --> 00:00:31,850
+واحدة أو relation واحدة، بعطيها قيمة واحدة وبس
+
+6
+00:00:31,850 --> 00:00:35,410
+discrete value، نعطيها قيمة ممكن تكون عند الـ center
+
+7
+00:00:35,410 --> 00:00:39,970
+تبعها، وبضرب فيها لحالها وبس، نضرب فيها لحالها و
+
+8
+00:00:39,970 --> 00:00:45,330
+بس يعني الحالة اللي عندي هنا، ليش أعمل واحدة اتنين
+
+9
+00:00:45,330 --> 00:00:50,850
+تلاتة، فلأ كلهم هدول، بفترض أن لأ أنا عندي قيمة
+
+10
+00:00:50,850 --> 00:00:56,060
+واحدة بس موجودة هنا فقط، ممكن تكون من صفر لتلاتين
+
+11
+00:00:56,060 --> 00:01:01,480
+أو ممكن تكون لخمستاش وخلاص، بتصير خمستاش في 0.1 بس
+
+12
+00:01:01,480 --> 00:01:03,960
+وبجمعها على الـ center الهادي، وبجمعها على الـ
+
+13
+00:01:03,960 --> 00:01:08,260
+center الهادي، فصارت تلات عمليات جمع بس، هي التبسيط
+
+14
+00:01:08,260 --> 00:01:13,040
+في الموضوع، فهو بسط الموضوع، أما ما قبل ذلك هو هو كل
+
+15
+00:01:13,040 --> 00:01:16,320
+من عملية الـ classification، عملية الـ evaluation،
+
+16
+00:01:16,320 --> 00:01:20,940
+عملية الـ aggregation كما هي، فاختلفوا بس في جزئية
+
+17
+00:01:20,940 --> 00:01:23,120
+الـ diversification
+
+18
+00:01:25,170 --> 00:01:29,430
+فهذا signal، اشتغل على الموضوع هذا فقط، مش أكثر من
+
+19
+00:01:29,430 --> 00:01:37,790
+هيك، فخلينا نشوف كيف اتغيرت شكل النتائج، هل بتبعد
+
+20
+00:01:37,790 --> 00:01:43,830
+كتير أو بتظل قريبة، فهنا
+
+21
+00:01:43,830 --> 00:01:52,170
+هي a3 b1، المفروض الناتج يكون على c1، فـ c1 لأ هو مش
+
+22
+00:01:52,170 --> 00:01:59,820
+هيتعامل معاه أن c1 كانت بهذا الشكل، فهو أخذ شكل كامل
+
+23
+00:01:59,820 --> 00:02:04,380
+continuous area، ويرسم ليها بهذا الشكل، لأ هو مش
+
+24
+00:02:04,380 --> 00:02:07,140
+هيشتغل الـ continuous area، الـ continuous area كانت
+
+25
+00:02:07,140 --> 00:02:10,500
+مناسبة لما كنت بشتغل على integration، لأن عشان هي
+
+26
+00:02:10,500 --> 00:02:13,280
+كانت الـ integration في ممداني، لأن بشتغل على area
+
+27
+00:02:13,280 --> 00:02:16,260
+under the curve، فأنا كنت بأخذ الـ curve كامل والـ
+
+28
+00:02:16,260 --> 00:02:19,620
+area تحته، كل المنطقة المظللة هنا، لأ هنا بيقول أنا
+
+29
+00:02:19,620 --> 00:02:26,280
+بدي الـ center بس، فبيحط في K واحدة، وهذه قيمة ممثلة لـ
+
+30
+00:02:26,280 --> 00:02:32,700
+C1 وخلاص، وأنت حر حط طويل ما بدك، الـ K1 هذه، وفي عند
+
+31
+00:02:32,700 --> 00:02:40,240
+K2 وK3 حسب كان عندي C1 C2 C3، تمام، إذا الناتج هنا
+
+32
+00:02:40,240 --> 00:02:47,180
+عند K1، فباجي عند K1 وبأخذ pulse على جد الـ degree
+
+33
+00:02:47,180 --> 00:02:51,320
+of membership، بس على جد degree of membership، خلصنا
+
+34
+00:02:51,320 --> 00:02:56,940
+degree ثانية، برضه هناخد منها pulse لـ الـ rule
+
+35
+00:02:56,940 --> 00:03:00,780
+التانية، وكذلك الـ rule التالتة، فصار عندي الناتج
+
+36
+00:03:00,780 --> 00:03:07,160
+مجموعهم كله على بعضه بهذا الشكل، pulse اتنين تلاتة
+
+37
+00:03:07,160 --> 00:03:15,100
+فقط، فصارت العملية الحسابية كتير أخف وأبسط، فبنرجع
+
+38
+00:03:15,100 --> 00:03:19,540
+لـ center of gravity تماما زي ما اشتغلنا قبل ذلك
+
+39
+00:03:19,540 --> 00:03:26,950
+هيطلع عندي التلاتة هدول، هذه واحدة، وهذه اتنين، وهذه
+
+40
+00:03:26,950 --> 00:03:34,490
+تلاتة، okay، هذه الـ aggregation هيها، وما غيرناش عن
+
+41
+00:03:34,490 --> 00:03:37,370
+الباقية، يعني الـ aggregation نفس الفكرة هي هي، الـ
+
+42
+00:03:37,370 --> 00:03:43,370
+okay، الآن آخر شغلة، هناخد الـ degree of relationship
+
+43
+00:03:43,370 --> 00:03:47,850
+عند K واحد، أنا قد إيش اخترتها، مضروبة في الـ K واحد
+
+44
+00:03:47,850 --> 00:04:00,080
+فقد إيش القيمة اللي هنا، بما هي مرسومة هنا، K1 K2 وK3
+
+45
+00:04:00,080 --> 00:04:08,600
+K1 قد إيش؟ ممكن نقول مثلا نكون مجسمينها من صفر لواحد
+
+46
+00:04:08,600 --> 00:04:16,540
+نجسمهم ربع مثلا، نص، وتلات أرباع، يجوز، ممكن نغير 0.2
+
+47
+00:04:16,540 --> 00:04:22,820
+0.5، 0.8، ممكن، بصير اتفاق على قد إيش احنا، هنا المثال
+
+48
+00:04:22,820 --> 00:04:31,700
+عاملها 0.2، 0.5، و0.8، فإذا عشرين، تمانين، خمسين، و
+
+49
+00:04:31,700 --> 00:04:36,140
+تمانين، عشرين، خمسين، تمانين، العشرين هندربها في قد إيش
+
+50
+00:04:36,140 --> 00:04:40,460
+الـ amplitude تبع الـ pulse head اللي هي كانت 0.1
+
+51
+00:04:40,460 --> 00:04:48,930
+هنا 0.2 و0.3five، خلاص، فترت قيم على مجموع الـ
+
+52
+00:04:48,930 --> 00:04:54,250
+degree of membership، فعلى مجموع 0.1، 0.2، 0.5، 0.8
+
+53
+00:04:54,250 --> 00:05:00,370
+كله مجموعهم بتطلع قد إيش؟ خمسة وستين، خمسة وستين، الـ
+
+54
+00:05:00,370 --> 00:05:06,590
+degree الناتج هناك كانت قد إيش؟ سبعة وستين فاصلة
+
+55
+00:05:06,590 --> 00:05:12,200
+أربعة، طبعا هذه more accurate، هذه أكثر دقة، لكن هذه
+
+56
+00:05:12,200 --> 00:05:17,840
+كتير أسرع، هذه كتير أسرع في الحل، فممكن تحلل لنا مشاكل
+
+57
+00:05:17,840 --> 00:05:25,020
+بشكل سريع، لأن ما فيش فيها حسابات كتيرة، فـ الـ center
+
+58
+00:05:25,020 --> 00:05:31,320
+of gravity هتكون سريعة في إيجاد الحل، وبتكون أنسب
+
+59
+00:05:31,320 --> 00:05:35,740
+لأمثلة أو للـ applications اللي محتاجة إنجاز سريع
+
+60
+00:05:35,740 --> 00:05:37,060
+تمام
+
+61
+00:05:40,470 --> 00:05:46,170
+كيف بدنا نقرر أنا بدي ممداني ولا بدي سجنه؟ أكيد
+
+62
+00:05:46,170 --> 00:05:49,990
+طبيعي ممداني لو أنا بدي accuracy عالية، وهي يمكن
+
+63
+00:05:49,990 --> 00:05:56,910
+المقبولة أكثر في.. في كتير من الحالات، إذا بدي الـ
+
+64
+00:05:56,910 --> 00:06:01,780
+more accurate، بروح لهالـ لكن بتكون على حساب الحسابات
+
+65
+00:06:01,780 --> 00:06:06,280
+على حساب الحسابات، إذا كان عندي complicated system
+
+66
+00:06:06,280 --> 00:06:09,780
+وفي حسابات كتير، وفي outputs كتير، وفي قرارات
+
+67
+00:06:09,780 --> 00:06:14,380
+كتير، طبعا هتكون هنا عملية الحسابات في ممداني كتير
+
+68
+00:06:14,380 --> 00:06:20,990
+عالية، في المقابل سجنه، صحيح بسهل لي في شغل الحسابات
+
+69
+00:06:20,990 --> 00:06:27,690
+ولكن على حساب شوية الـ accuracy، فبكون شوية أصعب، لكن
+
+70
+00:06:27,690 --> 00:06:33,130
+في الحالة لما بكون عندي أمثلة أو تطبيقات فيها
+
+71
+00:06:33,130 --> 00:06:37,390
+تعقدات كتير وأنا بدي أحاول أبسط الشغل تبعها، فممكن
+
+72
+00:06:37,390 --> 00:06:41,890
+يكون سجنه مناسب، زي الحالات اللي بيستخدم فيها في الـ
+
+73
+00:06:41,890 --> 00:06:45,590
+control، بيستخدم في الـ dynamic nonlinear systems، الـ
+
+74
+00:06:45,590 --> 00:06:50,230
+systems، الـ nonlinear، لأنه في سرعة فيه في الشغل، وفي
+
+75
+00:06:50,230 --> 00:06:55,190
+إنجاز الشغل تبعها، طيب آخر شغلة هنتكلم عنها في
+
+76
+00:06:55,190 --> 00:07:00,570
+الفيزي هي case study، الـ case study هذه بشكل رئيسي
+
+77
+00:07:00,570 --> 00:07:05,430
+هنتكلم من خلالها، لو أنا عندي system زي اللي هنوصفه
+
+78
+00:07:05,430 --> 00:07:10,730
+الآن، وبدي أشتغله على الـ computer، كيف بقدر أشتغله؟
+
+79
+00:07:10,730 --> 00:07:15,220
+يعني كيف بقدر أشتغله؟ كل اللي فات كان الموضوع حسابي
+
+80
+00:07:15,220 --> 00:07:18,800
+لأن الموضوع ممكن يكون مناسب للامتحانات، لو واحد بده
+
+81
+00:07:18,800 --> 00:07:22,820
+يحل على إيده أسئلة بسيطة خفيفة، لكن لما الأمور
+
+82
+00:07:22,820 --> 00:07:26,340
+بتكون أكثر صعوبة، بيصير محتاجين أدوات و tools
+
+83
+00:07:26,340 --> 00:07:31,220
+نستخدمها للحل، فـ building a fuzzy expert system
+
+84
+00:07:31,220 --> 00:07:34,260
+case study، الـ case study هذه ببساطة هيكون عبارة عن
+
+85
+00:07:35,170 --> 00:07:40,890
+مركز الصيانة، مركز الصيانة هذا بياخد، دائما بيكون
+
+86
+00:07:40,890 --> 00:07:46,130
+عنده spare parts، دائما عنده أجزاء spare احتياطية
+
+87
+00:07:46,130 --> 00:07:51,550
+موجودة على الـ shelf، على الرفوف عنده جاهزة بحيث أنه
+
+88
+00:07:51,550 --> 00:07:56,410
+يصلح، تكون دائما بيصلح فيها الـ failed ones، أو
+
+89
+00:07:56,410 --> 00:08:01,430
+repairs failed ones، بيصلح فيها أي واحدة بتيجي، فبيجي
+
+90
+00:08:01,430 --> 00:08:07,540
+قطعة خربانة، بسلم بدلها قطعة سليمة، وبحاول يصلح
+
+91
+00:08:07,540 --> 00:08:11,200
+الخربانة.. بحاول يصلح الخربانة، فالـ customer بيجي
+
+92
+00:08:11,200 --> 00:08:16,340
+بالـ.. بالـ failed item، وإيش بيسويه كمان؟ receives
+
+93
+00:08:16,340 --> 00:08:22,960
+a spare of the same type، بياخد نفس النوعية، والـ
+
+94
+00:08:22,960 --> 00:08:27,720
+failed parts are repaired، بتم إصلاحها، وبوضعها على
+
+95
+00:08:27,720 --> 00:08:33,240
+الـ shelf، على أساس إنه تصبح spare، تصبح spare، لأن
+
+96
+00:08:33,240 --> 00:08:38,640
+الـ objective، بدنا system نعمله بحيث إنه يكون كـ
+
+97
+00:08:38,640 --> 00:08:43,000
+advisor لـ manager لهذا الـ.. لهذا الـ center، أو الـ
+
+98
+00:08:43,000 --> 00:08:48,580
+service center، بحيث إنه يقول له، قرار، إمتى محتاج
+
+99
+00:08:48,580 --> 00:08:54,830
+يشتري spares إضافية، إمتى بيقدر يحتاج يشتري spares
+
+100
+00:08:54,830 --> 00:08:59,130
+إضافية، وإمتى لأ، هو مش محتاج، وطبعا الكلام هذا
+
+101
+00:08:59,130 --> 00:09:03,610
+ممكن نعمله لكل نوع أو كل type على حدة، كل واحد
+
+102
+00:09:03,610 --> 00:09:09,140
+نعمله لحاله code خاص فيه، أو algorithm خاص فيه، أو
+
+103
+00:09:09,140 --> 00:09:13,700
+system خاص فيه، بحيث أنه يقول إمتى محتاج النوعية
+
+104
+00:09:13,700 --> 00:09:18,500
+هذه من الـ.. من الـ spare parts، أو مش محتاجها، الكلام
+
+105
+00:09:18,500 --> 00:09:22,640
+هذا، عشان نبدأ نشتغل عليه، محتاجين نحقق مجموعة أشياء
+
+106
+00:09:22,640 --> 00:09:27,680
+ضرورية جدا، محتاج أحدد المشكلة، ونحدد الـ linguistic
+
+107
+00:09:27,680 --> 00:09:31,920
+variables، ما أنا إيش محتاج عشان أقرر، عشان أقول
+
+108
+00:09:31,920 --> 00:09:34,820
+والله أنا محتاج الـ spear هذه أو مش محتاجها، لازم
+
+109
+00:09:34,820 --> 00:09:37,780
+أروح أشتري مجموعة أو مش لازم أشتري مجموعة، هنكون
+
+110
+00:09:37,780 --> 00:09:43,020
+أكيد محتاجين نحدد الـ variables تبعتنا، محتاجين نعمل
+
+111
+00:09:43,020 --> 00:09:48,420
+determine fuzzy sets، الـ sets تبعتنا بدنا نحددها، إيش
+
+112
+00:09:48,420 --> 00:09:52,240
+الـ sets اللي موجودة عندي؟ هل محتاج أجسم كل
+
+113
+00:09:52,240 --> 00:09:56,320
+variable لـ low, high, medium، ولا إيش بالظبط؟ يعني
+
+114
+00:09:56,320 --> 00:09:58,300
+إيش المسميات اللي بدنا نجسمها؟ الـ sets اللي بدنا
+
+115
+00:09:58,300 --> 00:10:03,080
+نجسمها؟ elect and construct fuzzy rules، محتاجين
+
+116
+00:10:03,080 --> 00:10:06,780
+نبني الـ fuzzy rules تبعتنا، ننشئ و نبني الـ fuzzy
+
+117
+00:10:06,780 --> 00:10:11,240
+rules، محتاجين نحط rules، الـ rules هذه أنا عندي
+
+118
+00:10:11,240 --> 00:10:13,260
+موجودة على الورق، لكن أنا بدي أعطيها للحاسوب
+
+119
+00:10:13,260 --> 00:10:16,120
+للكمبيوتر، لأن هو هذا اللي بدي يبدأ يشتغل عليها
+
+120
+00:10:16,120 --> 00:10:20,220
+بعدين عملية الـ encoding، الـ encoding للـ fuzzy sets
+
+121
+00:10:20,220 --> 00:10:24,960
+وهذه برضه هنتكلم عنها، من خلال إنه بدي code يعملي
+
+122
+00:10:24,960 --> 00:10:28,840
+inference للـ expert system تبعي، الاستدلال، وكيف
+
+123
+00:10:28,840 --> 00:10:32,380
+ممكن يوصلني للحل في الآخر، بنعمل evaluation للـ
+
+124
+00:10:32,380 --> 00:10:35,610
+system ككل، الـ system اللي هنعمله مثلا على الـ
+
+125
+00:10:35,610 --> 00:10:39,810
+MATLAB، نعمله على C++، نعمله على Java، whatever، على
+
+126
+00:10:39,810 --> 00:10:45,250
+Python، بنعمل evaluation و tuning، إذا كان محتاج يـ
+
+127
+00:10:45,250 --> 00:10:48,450
+tune the system، بنعمله تعديل، إذا كان محتاج تعديل، و
+
+128
+00:10:48,450 --> 00:10:51,730
+هنتكلم عن كل خطوة لحالة عملية، الـ specification للـ
+
+129
+00:10:51,730 --> 00:10:56,310
+problem نفسها، وتحديد الـ variables، أكيد واحدة من
+
+130
+00:10:56,310 --> 00:10:58,970
+الـ حيوية المهمة جدا، هل أنا مهتم فيها ولا لأ، اللي
+
+131
+00:10:58,970 --> 00:11:05,230
+هي الـ mean delay، هل الـ delay مهم؟ أكيد مهم، لأنه
+
+132
+00:11:05,230 --> 00:11:09,010
+أنا بهمني أن الـ user ييجي ما يطولش، ما يقعدش على طول
+
+133
+00:11:09,010 --> 00:11:14,850
+أكون موفر له الـ spare part، أو إذا كان بده تصليح
+
+134
+00:11:14,850 --> 00:11:20,760
+يكون زمن التصليح كتير قليل، فإذا في عندي الـ waiting
+
+135
+00:11:20,760 --> 00:11:23,860
+time، الـ average waiting time، مهم جدا، في عندي الـ
+
+136
+00:11:23,860 --> 00:11:28,260
+repair utilization factor، قد إيش معامل استخدام
+
+137
+00:11:28,260 --> 00:11:34,020
+التصليح، أو اللي هو بتاع تصليحه، هل لو جاتني خمسين
+
+138
+00:11:34,020 --> 00:11:41,400
+قطعة failed items، قد إيش بتطلع منهم repaired items، هل
+
+139
+00:11:41,400 --> 00:11:46,500
+ممكن من الخمسين أصلح أربعين، فهذا معامل الإصلاح، أو
+
+140
+00:11:46,500 --> 00:11:50,740
+استخدام اللي بده يتم إصلاحه، الـ service center طبعا
+
+141
+00:11:50,740 --> 00:11:53,360
+في service center هذه، هتسميها raw، الـ number of
+
+142
+00:11:53,360 --> 00:11:56,780
+servers، هذه برضه حاجة مهمة كده، عدد الناس اللي
+
+143
+00:11:56,780 --> 00:12:00,900
+بيشتغلوا، اللي بيشتغلوا، هل عددهم كبير، فمعنى ذلك
+
+144
+00:12:00,900 --> 00:12:05,860
+أنهم ممكن يشيلوا يحلوا المشاكل بشكل سريع، وكل واحد
+
+145
+00:12:05,860 --> 00:12:09,780
+ممكن يمسك له part ويخلصوها مع بعض، الـ initial
+
+146
+00:12:09,780 --> 00:12:13,000
+number of spare parts، الـ spare parts اللي موجودة
+
+147
+00:12:13,000 --> 00:12:16,380
+على الـ shelf عندي، قد إيش عددها اصلا initially، عددهم
+
+148
+00:12:16,380 --> 00:12:20,160
+in، وأنا قد إيش بدي يكون عددهم، لأن هذا بهمني دائما
+
+149
+00:12:20,160 --> 00:12:23,560
+هو الحل اللي بدي أوصله، قد إيش لازم يكون فيه عندي دائما
+
+150
+00:12:23,560 --> 00:12:30,180
+number of spare parts، الآن حددنا تقريبا معظم الأمور
+
+151
+00:12:30,180 --> 00:12:34,100
+اللي بدنا إياها، في عندي three variables اللي هي الـ
+
+152
+00:12:34,100 --> 00:12:39,020
+waiting time، الـ utilization أو الـ repair
+
+153
+00:12:39,020 --> 00:12:43,520
+utilization factor، وعندي الـ number of servers
+
+154
+00:12:43,520 --> 00:12:48,100
+والناتج اللي بدي إياه، اللي هو الـ end أو الـ spare parts
+
+155
+00:12:48,100 --> 00:12:51,970
+اللي لازم دائما تكون متوفرة، بنحط لها الشغل الثاني
+
+156
+00:12:51,970 --> 00:12:55,590
+اللي هي linguistic variables، والـ ranges تبعتها، الـ
+
+157
+00:12:55,590 --> 00:12:59,910
+range من إلى، فبنبدأ نحط الـ values، حددنا الـ
+
+158
+00:12:59,910 --> 00:13:03,170
+linguistic الـ variables، لأ الـ variables لسه جواها
+
+159
+00:13:03,170 --> 00:13:08,430
+بنحط الـ linguistic value، نقول والله للجزء الأول
+
+160
+00:13:08,430 --> 00:13:13,170
+اللي هو الـ time أو الـ waiting time، هيكون في عندي
+
+161
+00:13:13,170 --> 00:13:17,100
+very short، في عندي short، وفي عندي medium، في عندي
+
+162
+00:13:17,100 --> 00:13:20,480
+medium، طبعا لاحظوا أن أنا ما حطيتش large، أو الكتاب
+
+163
+00:13:20,480 --> 00:13:23,900
+ما كانش متكلم عن الـ large، لأنه غير مسموح أصلا أنه
+
+164
+00:13:23,900 --> 00:13:29,260
+يجي الـ user ويستنى كتير، معنى ذلك أن الـ center
+
+165
+00:13:29,260 --> 00:13:34,030
+تبعي مش هيكبر كتير، وهيسكر.. هنضطر نسكر، لأن ما حدش
+
+166
+00:13:34,030 --> 00:13:38,290
+هيجي، كويس، فبنعمل له notation، وبنحدد، وأهم شغل
+
+167
+00:13:38,290 --> 00:13:44,470
+نحط الـ range تبعتها، الـ range تبعتنا، أول value الـ
+
+168
+00:13:44,470 --> 00:13:51,140
+linguistic value، الـ very short، من صفر لـ 0.3، كويس، و
+
+169
+0
+
+223
+00:17:57,000 --> 00:18:00,600
+مهمة كمان بنقدر نعملها اللي هي الـ fuzzy
+
+224
+00:18:00,600 --> 00:18:05,700
+association map، الـ FAM representation، هذه ممكن
+
+225
+00:18:05,700 --> 00:18:10,160
+نبدأ نحددها و نرسم علاقة الـ relations أو الـ
+
+226
+00:18:10,160 --> 00:18:15,750
+variables مع بعضها، ممكن نرسم الآن مثلاً تحت الـ time
+
+227
+00:18:15,750 --> 00:18:22,170
+مع الـ number of servers، نرسمهم مع بعض. طيب، طبعاً هذه
+
+228
+00:18:22,170 --> 00:18:28,750
+ممكن ببساطة جداً، هذه تعطيني map للـ rules كمان. ليش؟
+
+229
+00:18:28,750 --> 00:18:36,150
+لأن إذا قلت if time is very short and number of
+
+230
+00:18:36,150 --> 00:18:45,220
+servers is small then number is very large.
+
+231
+00:18:45,220 --> 00:18:50,400
+لأنه إذا كان very short، فمعنى ذلك أنه الزمن
+
+232
+00:18:50,400 --> 00:18:54,100
+قصير، لازم يكون كتير قصير، ما يقعدش حد عندي، ما يطولش
+
+233
+00:18:54,100 --> 00:19:00,100
+عندي. لكن عدد الـ servers أو اللي بيشتغلوا small، لأ.
+
+234
+00:19:00,100 --> 00:19:03,600
+معنى ذلك إن الـ spheres لازم تكون عندي عددها كبير، فـ
+
+235
+00:19:03,600 --> 00:19:07,920
+very large، لازم يكون دائماً كبيرة. فهذه ممكن تمثل
+
+236
+00:19:07,920 --> 00:19:11,640
+لنا الـ inputs مع الـ outputs. هدول بيمثلوا outputs هنا.
+
+237
+00:19:11,640 --> 00:19:16,260
+مع الـ outputs. لو قلنا عندي، و خلينا نقول هنا medium...
+
+238
+00:19:16,260 --> 00:19:20,420
+medium هو أسوأ شيء ممكن نفترضه في حالة الـ waiting
+
+239
+00:19:20,420 --> 00:19:24,200
+time. لكن في النهاية في عندي الـ servers عددهم كبير،
+
+240
+00:19:25,130 --> 00:19:29,430
+فلأ أكيد في الآخر عدد الـ items اللي هتيجي هيقدر
+
+241
+00:19:29,430 --> 00:19:33,570
+يصلحوها، لأنه عددهم كبير، فاحتمالية إن أنا محتاج
+
+242
+00:19:33,570 --> 00:19:40,650
+items جديدة أو spares جديدة very small... very
+
+243
+00:19:40,650 --> 00:19:45,170
+short أو very small. فأجد عدد N اللي أنا محتاج
+
+244
+00:19:45,170 --> 00:19:48,310
+أشتريه very small، مش محتاج يكون على الـ shelf حاجة
+
+245
+00:19:48,310 --> 00:19:52,930
+كتير، كمية كبيرة. ليش؟ لأن في عندي العمال عددهم كبير،
+
+246
+00:19:52,930 --> 00:19:59,800
+كويسين، بيشتغلوا، بيخلصوا، بيخلصوا الشغل. طيب، طبعاً هذه
+
+247
+00:19:59,800 --> 00:20:03,080
+الـ rules مش بالضروري إن احنا كتبناها يعني منطقياً،
+
+248
+00:20:03,080 --> 00:20:06,340
+إن هي خلاص صح، هذه اللي قدامنا هنعمل عليها tuning،
+
+249
+00:20:06,340 --> 00:20:08,940
+يعني هنعمل عليها تعديلات، ممكن نضطر نعمل عليها
+
+250
+00:20:08,940 --> 00:20:13,440
+تعديلات. الآن ممكن نكتبها بشكل جدول كامل زي اللي
+
+251
+00:20:13,440 --> 00:20:17,020
+احنا شايفينه، الـ rule مع الـ output تبعها. فهنا ممكن
+
+252
+00:20:17,020 --> 00:20:23,820
+نقول الـ rule هذه: if time is small and الـ number of
+
+253
+00:20:23,820 --> 00:20:29,940
+servers is large and الـ utilization اللي هي raw is
+
+254
+00:20:29,940 --> 00:20:37,440
+large then number of spares is small. فهذه rule، هذه
+
+255
+00:20:37,440 --> 00:20:40,820
+كمان rule. فإذا في عندي الآن هنا في جداش عندي 27
+
+256
+00:20:40,820 --> 00:20:46,320
+rule ممكنة، في عندي 27 rule ممكنة. ممكن نكتبها كتابة
+
+257
+00:20:46,320 --> 00:20:53,190
+زي ما أخذناها قبل ذلك، if then كذا، if كذا then كذا،
+
+258
+00:20:53,190 --> 00:20:57,450
+if كذا and كذا then كذا، وهكذا. فإذا في كذا طريقة
+
+259
+00:20:57,450 --> 00:21:02,710
+لتمثيل الـ rules نفسها. هي كمان طريقة. فصار في عندي
+
+260
+00:21:02,710 --> 00:21:09,090
+مجال هذه الطريقة، الـ Fuzzy Association Map، فيه عندي
+
+261
+00:21:09,090 --> 00:21:12,230
+rule، أني أكتبها بالجدول اللي إحنا شايفينه، وممكن
+
+262
+00:21:12,230 --> 00:21:16,630
+نكتبها كتابة عادية بالشكل هذا، وممكن نمثلها بأكثر
+
+263
+00:21:16,630 --> 00:21:23,650
+من FAM أو Fuzzy Association Map، زي إنه نعملهم إذا
+
+264
+00:21:23,650 --> 00:21:28,550
+كان في variable زيادة، لأن احنا تو كان عندي متغيرين،
+
+265
+00:21:28,550 --> 00:21:31,810
+وهم اللي أشتغلت عليهم، بينما أهملت إن في متغير
+
+266
+00:21:31,810 --> 00:21:35,650
+ثالث، فممكن أحطهم كـ cube، في الحالة دي بيصيروا ثلاثة.
+
+267
+00:21:35,650 --> 00:21:40,890
+في الحالة اللي عندي. ففي عندي map في حالة الـ raw الـ
+
+268
+00:21:40,890 --> 00:21:45,090
+utilization is large،
+
+269
+00:21:45,090 --> 00:21:49,090
+الـ utilization is medium، والـ utilization is high. تمام.
+
+270
+00:21:49,090 --> 00:21:54,550
+بنرسمهم، وبنحدد، بنكون مثلنا جميع الـ rules الممكنة،
+
+271
+00:21:54,550 --> 00:21:57,270
+واللي دورنا عليهم، جبناهم إما من expert أو من
+
+272
+00:21:57,270 --> 00:22:00,870
+الكتب، أو من الـ journals، أو من الـ databases، أو من أي
+
+273
+00:22:00,870 --> 00:22:05,880
+مكان. عشان نروح لجزء الثالث هو الـ Encoding، كيف أنا
+
+274
+00:22:05,880 --> 00:22:08,720
+ممكن أمثل كل الكلام هذا؟ طبعاً لأمثله في عندي
+
+275
+00:22:08,720 --> 00:22:12,300
+طريقتين، إما إن أنا أبرمج، وبرمجة بالنسبة للمبرمجين
+
+276
+00:22:12,300 --> 00:22:17,120
+بيستخدموا الـ C أو الـ C++ أو يطبقوا أي لغة بدهم
+
+277
+00:22:17,120 --> 00:22:21,670
+إياها. لكن الحقيقة مش محتاجين، لأن الأنسب الآن أنه
+
+278
+00:22:21,670 --> 00:22:25,510
+نستخدم الـ fuzzy logic development tool، فيه tools
+
+279
+00:22:25,510 --> 00:22:28,530
+كتيرة صارت موجودة ومنتشرة، فيه مثلاً من الـ MATLAB
+
+280
+00:22:28,530 --> 00:22:32,310
+الـ MATLAB في عنده toolbox مميزة جداً للـ fuzzy
+
+281
+00:22:32,310 --> 00:22:37,810
+logic، والكل بيستخدمها، كل الباحثين والطلاب في
+
+282
+00:22:37,810 --> 00:22:41,310
+الدراسات اللي بيستخدموها. وفي عند الـ fuzzy
+
+283
+00:22:41,310 --> 00:22:45,650
+knowledge builder، برضه tool ثانية ممكن استخدامها.
+
+284
+00:22:45,650 --> 00:22:50,670
+النقطة اللي بعد ذلك اللي ممكن نتحدث عنها هي جزئية
+
+285
+00:22:50,670 --> 00:22:54,470
+الـ evaluation. عملية الـ evaluation، و let you on the
+
+286
+00:22:54,470 --> 00:22:58,950
+system. طيب، الـ evaluation بكل بساطة ممكن بعد ما
+
+287
+00:22:58,950 --> 00:23:02,530
+نعمل، نبني البناء تبعنا كله، نيجي نرسم الـ relations
+
+288
+00:23:02,530 --> 00:23:06,150
+هذه مع بعضها، أو نرسم الـ variables مع بعضها بحيث
+
+289
+00:23:06,150 --> 00:23:11,260
+أنه نرسمهم، نشوفهم كيف شكلهم مع بعض. بعد ما عملنا الـ
+
+290
+00:23:11,260 --> 00:23:14,040
+evaluation، واستخدمنا البرنامج أو أي برنامج
+
+291
+00:23:14,040 --> 00:23:18,440
+استخدمته زي الـ fuzzy logic toolbox، ولازم كلهم
+
+292
+00:23:18,440 --> 00:23:22,300
+يكونوا قادرين إن هم يعملوا لك generation لشكل الـ
+
+293
+00:23:22,300 --> 00:23:25,120
+outputs، أو الـ performance، الـ systems performance،
+
+294
+00:23:25,120 --> 00:23:29,510
+اللي هتكون بهذا الشكل. بنرسمها بهذا الشكل بحيث إنّي
+
+295
+00:23:29,510 --> 00:23:34,330
+أحقق الـ rules. فممكن يكون عندي for rule base number
+
+296
+00:23:34,330 --> 00:23:38,790
+one، بمثلها قدامي، وبتطلع عليها، وبُدقق فيها كويس،
+
+297
+00:23:38,790 --> 00:23:43,990
+هل هي منطقية ولا مش منطقية. فلما أقول هنا الـ skill
+
+298
+00:23:43,990 --> 00:23:48,450
+هذا، أو الـ access هذا بتاع الـ waiting time، الـ
+
+299
+00:23:48,450 --> 00:23:53,530
+access هذا تبع عدد الـ servers، الـ... الـ... الـ
+
+300
+00:23:53,530 --> 00:23:58,030
+weight هنا بتاعت عدد الـ... الـ spares، أو قيمة N، هل
+
+301
+00:23:58,030 --> 00:24:05,360
+فعلاً كل ما بتزيد... بيزيد عدد العمال. وممكن نحسبها
+
+302
+00:24:05,360 --> 00:24:08,500
+واحدة واحدة. هل بيزيد عدد العمال، معنى ذلك إن عدد
+
+303
+00:24:08,500 --> 00:24:11,260
+الـ service بتاعتي هذا بتقل اللي أنا محتاج... أو عدد
+
+304
+00:24:11,260 --> 00:24:14,700
+الـ units اللي أنا محتاج أشتريها بتقل. منطقي، كل ما
+
+305
+00:24:14,700 --> 00:24:17,980
+بيزيد، معناته بده يقل الـ curve بتاعنا. طيب، في المقابل،
+
+306
+00:24:17,980 --> 00:24:22,500
+الـ time، هل كل ما بيزيد بتزيد معه؟ فالـ relation هذه
+
+307
+00:24:22,500 --> 00:24:26,020
+اللي بترسم من خلالها بتتم عملية الـ evaluation للـ
+
+308
+00:24:26,020 --> 00:24:29,640
+system بتاعنا، هل هو مقنع؟ وطبعاً الـ expert أو الـ
+
+309
+00:24:29,640 --> 00:24:34,010
+human expert مناسب يكون موجود، وإنطباق الكلام هذا
+
+310
+00:24:34,010 --> 00:24:40,530
+كله مع الشغل بتاعنا. طبعاً هذا بيتكرر لكل الـ services
+
+311
+00:24:40,530 --> 00:24:44,330
+بتاعتنا اللي موجودة، لكل الـ services اللي موجودة، و
+
+312
+00:24:44,330 --> 00:24:47,270
+الـ relations ممكن تتغير. هنا صار في الـ utilization
+
+313
+00:24:47,270 --> 00:24:55,660
+factor مع الـ time، وقياس الـ number of spares. هنا
+
+314
+00:24:55,660 --> 00:24:58,660
+صار في عندي الـ number of servers مع الـ delay،
+
+315
+00:24:58,660 --> 00:25:02,460
+وبيعطيني الـ number of spheres، وهكذا. فهدول هم
+
+316
+00:25:02,460 --> 00:25:06,160
+العناصر اللي بيخليني، أو الـ surfaces اللي بتخليني
+
+317
+00:25:06,160 --> 00:25:12,180
+أشتغل على عملية الـ evaluation، بنقيمها، سواء الباحث
+
+318
+00:25:12,180 --> 00:25:15,140
+هو خبير في الموضوع، فبيقدر يقيمها، هل هي مناسبة ومش
+
+319
+00:25:15,140 --> 00:25:20,400
+مناسبة، وبيشتغل عليها. عشان في الآخر نروح نعمل عملية
+
+320
+00:25:20,400 --> 00:25:24,940
+ممكن نغير، ونقول لأ والله أنا محتاج أعمل
+
+321
+00:25:24,940 --> 00:25:29,080
+improvement، مثلاً محتاج أعمل improvement لإيش؟ يمكن
+
+322
+00:25:29,080 --> 00:25:33,860
+أنه نزود sets إضافية لحاجة معينة، للـ number of
+
+323
+00:25:33,860 --> 00:25:39,090
+servers مثلاً، نقول والله هي كانت small و medium و
+
+324
+00:25:39,090 --> 00:25:43,130
+large، لأ محتاج أضيف كمان two sets إضافية، أقول
+
+325
+00:25:43,130 --> 00:25:46,710
+rather small و rather large، يمكن تكون أكثر دقة
+
+326
+00:25:46,710 --> 00:25:51,130
+الأمور، بحيث إنه تصير الـ modification للـ fuzzy
+
+327
+00:25:51,130 --> 00:25:56,790
+sets للـ number of servers بالشكل اللي إحنا شايفينه،
+
+328
+00:25:56,790 --> 00:26:01,310
+في small، في rather small، في medium، في rather
+
+329
+00:26:01,310 --> 00:26:06,990
+large، وفي large. هذا إيش هيغير؟ هيغير طبعاً في كل الـ
+
+330
+00:26:06,990 --> 00:26:09,510
+structure اللي إحنا اشتغلنا عليه، لأنه هيصير فيه تعديل
+
+331
+00:26:09,510 --> 00:26:13,450
+على كل الجداول اللي اشتغلنا عليها، وأهمها يمكن اللي هي
+
+332
+00:26:13,450 --> 00:26:18,910
+الـ fuzzy association map، هتتغير. بدل ما كانت ثلاثة
+
+333
+00:26:18,910 --> 00:26:24,460
+في ثلاثة، هتصير لأ، هتصير خمسة في ثلاثة. Okay، هنيجي
+
+334
+00:26:24,460 --> 00:26:28,260
+نتطلع كيف اتغيرت الـ behavior بتاعتها، أو السلوك للـ
+
+335
+00:26:28,260 --> 00:26:32,340
+relations مع بعضها. إذا والله التغير مناسب، معناته
+
+336
+00:26:32,340 --> 00:26:36,160
+صار تعديل بناء عليها، بنبدأ إنّي أعدل بحيث إنه أقول
+
+337
+00:26:36,160 --> 00:26:40,680
+في النهاية إن هذا الـ system هيك خالص جاهز، بيدخل
+
+338
+00:26:40,680 --> 00:26:44,380
+حيث التنفيذ. التنفيذ من أي ناحية؟ من ناحية إنه بيصير
+
+339
+00:26:44,380 --> 00:26:47,960
+ياخد input من الـ user، و automatically بيعطي output،
+
+340
+00:26:48,950 --> 00:26:51,690
+لأن الـ user طبعاً مش هيشوف الـ relations اللي إحنا
+
+341
+00:26:51,690 --> 00:26:55,190
+شايفينها. هذه الـ relations للـ test، عشان أنا أتأكد
+
+342
+00:26:55,190 --> 00:26:58,690
+إنّ هو الـ relation صحيحة. فبيصير هو بس بيعطي قيم،
+
+343
+00:26:58,690 --> 00:27:03,510
+بيعطي قيم للـ time، بيعطي قيم للـ servers، بيعطي
+
+344
+00:27:03,510 --> 00:27:08,550
+قيم للـ utilization factor، وبتوقع مني أطبقهم على
+
+345
+00:27:08,550 --> 00:27:11,870
+المعادلات اللي قدامي هنا، أو الـ curves اللي قدامي،
+
+346
+00:27:11,870 --> 00:27:16,240
+عشان أنا أعطيه فقط قيمة N، مش أكثر. بنعطيه قيمة N،
+
+347
+00:27:16,240 --> 00:27:19,260
+فبنعمل modeling في هذه الحالة بالشكل اللي احنا...
+
+348
+00:27:19,260 --> 00:27:24,540
+اللي إحنا شايفينه. الجزء الأخير بضل إنّي أعمل tuning
+
+349
+00:27:24,540 --> 00:27:27,980
+للـ fuzzy system. بنعمل review للـ model، input، output،
+
+350
+00:27:27,980 --> 00:27:35,460
+variables، وبنغير حسب الـ range بتاعتنا. فممكن الـ
+
+351
+00:27:35,460 --> 00:27:38,080
+range اللي كان موجود عندي أعملها إعادة تعريف من
+
+352
+00:27:38,080 --> 00:27:41,780
+أول وجديد، ونغيرها في الحالة اللي عندنا. ممكن نعمل
+
+353
+00:27:41,780 --> 00:27:45,360
+review للـ fuzzy sets. الـ fuzzy sets برضه ممكن
+
+354
+00:27:45,360 --> 00:27:48,500
+نغيرها زي ما عملنا توّ قبل شوية، أضفنا rather
+
+355
+00:27:48,500 --> 00:27:56,920
+small و rather large. ممكن نعدل في الـ... الـ range،
+
+356
+00:27:56,920 --> 00:28:01,420
+نفسه للـ universe of discourse. ممكن نعمل
+
+357
+00:28:01,420 --> 00:28:06,220
+overlapped أكثر بين الـ sets وبعضها، نزود الـ... الـ
+
+358
+00:28:06,220 --> 00:28:12,320
+overlapped area. طبعاً عادة بيستخدم إن يكون 25% بين
+
+359
+00:28:12,320 --> 00:28:17,780
+الـ... الـ... trapezoid والـ triangle، وبين الـ
+
+360
+00:28:17,780 --> 00:28:22,120
+triangle وبعضها، ممكن يكون من... من 25% لـ 50%
+
+361
+00:28:22,120 --> 00:28:28,680
+overlapped. ممكن نراجع الـ existing rules، ممكن الـ
+
+362
+00:28:28,680 --> 00:28:31,220
+existing rules نفسها فيها مشكلة، إذا وجدنا إن الـ
+
+363
+00:28:31,220 --> 00:28:33,780
+behavior للـ curves اللي إحنا شفناها فيها مشكلة،
+
+364
+00:28:33,780 --> 00:28:38,700
+ممكن نراجع الـ... الـ rules نفسها. ممكن نعمل بعد هيك
+
+365
+00:28:38,700 --> 00:28:42,500
+مراجعة للـ rule based for opportunities to write
+
+366
+00:28:42,500 --> 00:28:46,360
+hedge. متذكرين الـ hedge؟ الـ hedge هي اللي اتكلمنا عنها
+
+367
+00:28:46,360 --> 00:28:50,660
+اللي هي الأطراف، الـ edges بتاعتنا، ممكن نعدل فيها
+
+368
+00:28:50,660 --> 00:28:54,940
+كمان، ونغير. مش بضروري تكون linear كلها، فبيصير فيه
+
+369
+00:28:54,940 --> 00:29:00,600
+تعديلات. ممكن نعمل للـ tools نفسها، الـ execution
+
+370
+00:29:00,600 --> 00:29:07,070
+weight، ممكن نعدل برضه، فبنغير في الـ multiplier والـ
+
+371
+00:29:07,070 --> 00:29:09,170
+weight multiplier. إذا كان محتاج أعمل عملية
+
+372
+00:29:09,170 --> 00:29:12,090
+normalization، أو مش محتاج، أو أضرب في weight معيّن.
+
+373
+00:29:12,090 --> 00:29:18,230
+في الآخر ممكن نغير الـ shapes of fuzzy sets، الـ
+
+374
+00:29:18,230 --> 00:29:21,450
+triangle، ممكن لأ أعملها قطع من فوق، مش بضروري تكون
+
+375
+00:29:21,450 --> 00:29:26,590
+triangle وزاوية، ممكن نعدلها، بدل ما تكون في النص،
+
+376
+00:29:34,810 --> 00:29:38,950
+ممكن بهذا الشكل؟ لأ، ممكن نعدل هنا ونعملها بهذا
+
+377
+00:29:38,950 --> 00:29:43,810
+الشكل. فالـ shape نفسه كله يتغير، تمام؟ ممكن نفس الـ
+
+378
+00:29:43,810 --> 00:29:48,410
+shape هو هو كله، نغيره بهذا الشكل بدل ما كانت هيك،
+
+379
+00:29:48,410 --> 00:29:55,930
+لأ، نعدلها، نخليها زي اللون الأحمر، بأنها نفس الـ
+
+380
+00:29:55,930 --> 00:29:59,090
+range، هيها، ومن نفس البداية، ومن نفس النهاية، لكن
+
+381
+00:29:59,090 --> 00:30:04,890
+بهذا الشكل. ففي عندي options كتيرة، للحقيقة إنّه نعدل و
+
+382
+00:30:04,890 --> 00:30:13,090
+نطور في الـ shape بتاعتنا، عشان نصل لـ highly
+
+383
+00:30:13,090 --> 00:30:16,450
+accuracy،
+
+384
+00:30:16,450 --> 00:30:22,570
+في الـ fuzzy. فبذلك بنكون إحنا خلصنا تقريباً المثال
+
+385
+00:30:22,570 --> 00:30:26,260
+اللي إحنا درسناها الآن، واللي ممكن تطبيقها بشكل عملي
+
+386
+00:30:26,260 --> 00:30:29,680
+من خلال نصيحة، يمكن تكون الـ Matlab كتير أفضل، لأنّ
+
+387
+00:30:29,680 --> 00:30:33,400
+الـ Matlab Tool قوية جداً، وفي مجال الـ Fuzzy كتير
+
+388
+00:30:33,400 --> 00:30:35,980
+مميزة، فممكن تكون اللي بيحبوا يشتغلوا في هذا
+
+389
+00:30:35,980 --> 00:30:41,220
+الموضوع يطبقوا الـ Fuzzy. بذلك بنكون خلصنا جزئية
+
+390
+00:30:41,220 --> 00:30:44,700
+الـ Fuzzy، وكل ما يتعلق بالـ Fuzzy Rules والـ
+
+391
+00:30:44,700 --> 00:30:50,01
\ No newline at end of file
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/L_hfpEITPM8_postprocess.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/L_hfpEITPM8_postprocess.srt
new file mode 100644
index 0000000000000000000000000000000000000000..a3a77dcea0676f6732435c6311e4b16d68a78473
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/L_hfpEITPM8_postprocess.srt
@@ -0,0 +1,1576 @@
+1
+00:00:06,110 --> 00:00:11,350
+سجنه .. سجنه fuzzy inference ماتغيرش كتير إشي يعني
+
+2
+00:00:11,350 --> 00:00:16,730
+هو نفسه تماما نفس فكرة ممداني ولكن التكرارات اللي
+
+3
+00:00:16,730 --> 00:00:20,450
+كنا بنكررها و لما كنت بقول O.1 زاد O.1 زاد O.1
+
+4
+00:00:20,450 --> 00:00:28,250
+بنجمع هذه كلها مدام أنا عند شي بواحدة أوrange
+
+5
+00:00:28,250 --> 00:00:31,850
+واحدة أو relation واحدة بعطيها قيمة واحدة و بس
+
+6
+00:00:31,850 --> 00:00:35,410
+discrete value نعطيها قيمة ممكن تكون عند ال center
+
+7
+00:00:35,410 --> 00:00:39,970
+تبعها و بضرب فيها ي لحالها و بس نضرب فيها لحالها و
+
+8
+00:00:39,970 --> 00:00:45,330
+بس يعني الحالة اللي عندي هنا ليش أعمل واحدة اتنين
+
+9
+00:00:45,330 --> 00:00:50,850
+تلاتة فلأ كلهم هدولة بفترض ان لأ انا عندي قيمة
+
+10
+00:00:50,850 --> 00:00:56,060
+واحدة بس موجودة هناو فقط ممكن تكون من صفر لتلاتين
+
+11
+00:00:56,060 --> 00:01:01,480
+او ممكن تكون لخمستاش و خلاص بتصير خمستاش في 0.1 بس
+
+12
+00:01:01,480 --> 00:01:03,960
+و بجمعها على ال center الهادي و بجمعها على ال
+
+13
+00:01:03,960 --> 00:01:08,260
+center الهادي فصارت تلت عملية جمعه بس هي التبسيط
+
+14
+00:01:08,260 --> 00:01:13,040
+في الموضوع فهو بسط الموضوع اما ما قبل ذلك هو هو كل
+
+15
+00:01:13,040 --> 00:01:16,320
+من عملية ال classification عملية ال evaluation
+
+16
+00:01:16,320 --> 00:01:20,940
+عملية ال aggregation كما هي فاختلفوا بس في جزئية
+
+17
+00:01:20,940 --> 00:01:23,120
+ال diversification
+
+18
+00:01:25,170 --> 00:01:29,430
+فهذا signal اشتغل على الموضوع هذا فقط مش اكتر من
+
+19
+00:01:29,430 --> 00:01:37,790
+هيك فخلينا نشوف كيف اتغيرت شكل النتائج هل بتبعد
+
+20
+00:01:37,790 --> 00:01:43,830
+كتير او بتظل قريبة فهنا
+
+21
+00:01:43,830 --> 00:01:52,170
+هي a3 b1 المفروض الناتج يكون على c1 فc1 لأ هو مش
+
+22
+00:01:52,170 --> 00:01:59,820
+هيتعامل معاه ان c1 كانتبهذا الشكل فهو أخد شكل كامل
+
+23
+00:01:59,820 --> 00:02:04,380
+continuous area ويرسم ليها بهذا الشكل لأ هو مش
+
+24
+00:02:04,380 --> 00:02:07,140
+هيشتغل ال continuous area ال continuous area كانت
+
+25
+00:02:07,140 --> 00:02:10,500
+مناسبة لما كنت بشتغل على integration لأن عشان هي
+
+26
+00:02:10,500 --> 00:02:13,280
+كانت ال integration في ممداني لإن بشتغل على area
+
+27
+00:02:13,280 --> 00:02:16,260
+under the curve فانا كنت باخد ال curve كامل و ال
+
+28
+00:02:16,260 --> 00:02:19,620
+area تحته كل المنطقة المضللة هنا لأ هنا بيقول أنا
+
+29
+00:02:19,620 --> 00:02:26,280
+بدي ال center بس فحقول في K واحدهذه قيمة ممثلة لـ
+
+30
+00:02:26,280 --> 00:02:32,700
+C1 وخلاص وانت حر حط طويل ما بدك الـ K1 هذه وفي عند
+
+31
+00:02:32,700 --> 00:02:40,240
+K2 و K3 حسب كان عند C1 C2 C3 تمام إذا الناتج هنا
+
+32
+00:02:40,240 --> 00:02:47,180
+عند K1 فباجي عند K1 و باخد pulse على جد ال degree
+
+33
+00:02:47,180 --> 00:02:51,320
+of membership بس على جد degree of membership خلصنا
+
+34
+00:02:51,320 --> 00:02:56,940
+degree تانيةبرضه هناخد منها pulse ل ال rule
+
+35
+00:02:56,940 --> 00:03:00,780
+التانية و كذلك ال rule التالتة فصار عندى الناتج
+
+36
+00:03:00,780 --> 00:03:07,160
+تجميحهم كله على بعضه بهذا الشكل pulse اتنين تلاتة
+
+37
+00:03:07,160 --> 00:03:15,100
+فقط فصارت العملية الحسابية كتير أخف و أبسط فبنرجع
+
+38
+00:03:15,100 --> 00:03:19,540
+لل center of gravity تماما زى ما اشتغلنا قبل ذلك
+
+39
+00:03:19,540 --> 00:03:26,950
+هيطلع عندى التلاتة هدولهذه واحدة وهذه تنتين وهذه
+
+40
+00:03:26,950 --> 00:03:34,490
+تلاتة okay هذه ال aggregation هيها وماغيرناش عن
+
+41
+00:03:34,490 --> 00:03:37,370
+الباقية يعني ال aggregation نفس الفكرة هي هي ال
+
+42
+00:03:37,370 --> 00:03:43,370
+okay الآن أخر شغلة هناخد ال degree of relationship
+
+43
+00:03:43,370 --> 00:03:47,850
+عند K واحد أنا جديش اخترتها مضروبة في ال K واحد
+
+44
+00:03:47,850 --> 00:04:00,080
+فجديش القيمة اللي هنا بما هي مرسومة هناK1 K2 و K3
+
+45
+00:04:00,080 --> 00:04:08,600
+K1 قداش ممكن نقول مثلا نكون مجسمينها من صفرلواحد
+
+46
+00:04:08,600 --> 00:04:16,540
+انجسمهم ربع مثلا نص و تلات تربع يجوز ممكن نغير 0.2
+
+47
+00:04:16,540 --> 00:04:22,820
+0.5 0.8 ممكن بصير اتفاق عليا جدش احنا هنا المثال
+
+48
+00:04:22,820 --> 00:04:31,700
+عاملها 0.20.5 و 0.8 فإذا عشرين تمانين خمسين و
+
+49
+00:04:31,700 --> 00:04:36,140
+تمانين عشرين خمسين تمانين العشرين هندربها في جداش
+
+50
+00:04:36,140 --> 00:04:40,460
+ال amplitude تبع ال pulse head اللي هي كانت 0.1
+
+51
+00:04:40,460 --> 00:04:48,930
+هنا 0.2 و 0.3five خلاص فترت قيم على مجموع ال
+
+52
+00:04:48,930 --> 00:04:54,250
+degree of membership فعلى مجموع 0.1 0.2 0.5 0.8
+
+53
+00:04:54,250 --> 00:05:00,370
+كله مجموحهم بتطلع جديش خمسة و ستين خمسة و ستين ال
+
+54
+00:05:00,370 --> 00:05:06,590
+degree الناتج هناك كانت جديش سبعة و ستين فاصلة
+
+55
+00:05:06,590 --> 00:05:12,200
+أربعة طبعا هذه more accurateهذه أكثر دقة لكن هذه
+
+56
+00:05:12,200 --> 00:05:17,840
+كتير أسرع هذه كتير أسرع في الحل فممكن تحللنا مشاكل
+
+57
+00:05:17,840 --> 00:05:25,020
+بشكل سريع لأن مافيش فيها حسابات كتيرة ف ال center
+
+58
+00:05:25,020 --> 00:05:31,320
+of gravity هتكون سريعة في إيجاد الحل و بتكون أنسب
+
+59
+00:05:31,320 --> 00:05:35,740
+لأمثلة أو لل applications اللي محتاجة إنجاز سريع
+
+60
+00:05:35,740 --> 00:05:37,060
+تمام
+
+61
+00:05:40,470 --> 00:05:46,170
+كيف بدنا نقرر أنا بدي ممداني ولا بدي سجنه؟ أكيد
+
+62
+00:05:46,170 --> 00:05:49,990
+طبيعي ممداني لو أنا بدي accuracy عالية و هي يمكن
+
+63
+00:05:49,990 --> 00:05:56,910
+المقبولة أكثر في .. في كتير من الحالات إذا بدي ال
+
+64
+00:05:56,910 --> 00:06:01,780
+more accurate بروح لهالكن بتكون على حساب الحسابات
+
+65
+00:06:01,780 --> 00:06:06,280
+على حساب الحسابات إذا كان عنده complicated system
+
+66
+00:06:06,280 --> 00:06:09,780
+و فيه حسابات كتير و فيه outputs كتير و فيه قرارات
+
+67
+00:06:09,780 --> 00:06:14,380
+كتير طبعا هتكون هنا عملية الحسابات في ممداني كتير
+
+68
+00:06:14,380 --> 00:06:20,990
+عالية في المقابل Cyganoصحيح بسهللي في شغل الحسابات
+
+69
+00:06:20,990 --> 00:06:27,690
+ولكن على حساب شوية ال accuracy فبكون شوية أصعب لكن
+
+70
+00:06:27,690 --> 00:06:33,130
+في الحالة لما بكون عندى أمثلة أو تطبيقات فيها
+
+71
+00:06:33,130 --> 00:06:37,390
+تعقدات كتير وانا بدي أحاول أبسط الشغل تبعها فممكن
+
+72
+00:06:37,390 --> 00:06:41,890
+يكون سجنهمناسب زي الحالات اللي بيستخدم فيها في ال
+
+73
+00:06:41,890 --> 00:06:45,590
+control بيستخدم في ال dynamic nonlinear systems ال
+
+74
+00:06:45,590 --> 00:06:50,230
+systems ال nonlinear لأنه في سرعة فيهفي الشغل و في
+
+75
+00:06:50,230 --> 00:06:55,190
+إنجاز الشغل تبعها طيب أخر شغلة هنتكلم عنها في
+
+76
+00:06:55,190 --> 00:07:00,570
+الفزي هي case study ال case study هذه بشكل رئيسي
+
+77
+00:07:00,570 --> 00:07:05,430
+هنتكلم من خلالها لو أنا عندي system زي اللي هنوصفه
+
+78
+00:07:05,430 --> 00:07:10,730
+الآن و بدي أشتغله على ال computer كيف بقدر أشتغله؟
+
+79
+00:07:10,730 --> 00:07:15,220
+يعني كيف بقدر أشتغله؟ كل اللي فات كان الموضوعحسابي
+
+80
+00:07:15,220 --> 00:07:18,800
+لأن الموضوع ممكن يكون مناسب للامتحانات لو واحد بده
+
+81
+00:07:18,800 --> 00:07:22,820
+يحل على إيده أسئلة بسيطة خفيفة لكن لما الأمور
+
+82
+00:07:22,820 --> 00:07:26,340
+بتكون أكتر صعوبة بيصير محتاجين أدوات و tools
+
+83
+00:07:26,340 --> 00:07:31,220
+نستخدمها للحل ف building a fuzzy expert system
+
+84
+00:07:31,220 --> 00:07:34,260
+case study ال case study هذه ببساطة هيكون عبارة عن
+
+85
+00:07:35,170 --> 00:07:40,890
+مركز الصيانة مركز الصيانة هذا بياخد دايما بيكون
+
+86
+00:07:40,890 --> 00:07:46,130
+عنده spare parts دايما عنده أجزاء spare احتياطية
+
+87
+00:07:46,130 --> 00:07:51,550
+موجودة على ال shelf على الرفوف عنده جاهزة بحيث انه
+
+88
+00:07:51,550 --> 00:07:56,410
+يصلح تكون دايما بيصلح فيها ال failed ones أو
+
+89
+00:07:56,410 --> 00:08:01,430
+repairs failed ones بيصلح فيها أي واحدة بتجي فبيجي
+
+90
+00:08:01,430 --> 00:08:07,540
+قطعة خربانةبسلم بدلها قطعة سليمة و بحاول يصلح
+
+91
+00:08:07,540 --> 00:08:11,200
+الخربانة .. بحاول يصلح الخربانة فال customer بيجي
+
+92
+00:08:11,200 --> 00:08:16,340
+بال .. بال failed item و إيش بيسويه كمان؟ receives
+
+93
+00:08:16,340 --> 00:08:22,960
+a spare of the same type بياخد نفس النوعية و ال
+
+94
+00:08:22,960 --> 00:08:27,720
+failed parts are repairedبتم إصلاحها واضحها على
+
+95
+00:08:27,720 --> 00:08:33,240
+الـ shelf على أساس إنه تصبح spare تصبح spare لأن
+
+96
+00:08:33,240 --> 00:08:38,640
+ال objective بدنا system نعمله بحيث إنه يكون ك
+
+97
+00:08:38,640 --> 00:08:43,000
+advisor لـ manager لهذا ال .. لهذا ال center أو ال
+
+98
+00:08:43,000 --> 00:08:48,580
+service center بحيث إنه يقوله قرار إمتى محتاج
+
+99
+00:08:48,580 --> 00:08:54,830
+يشتري spares إضافيةأمتى بيقدر يحتاج يشتري spares
+
+100
+00:08:54,830 --> 00:08:59,130
+إضافية و أمتى لأ هو مش محتاج و طبعا الكلام هذا
+
+101
+00:08:59,130 --> 00:09:03,610
+ممكن نعمله كل نوع أو كل type على حدا، كل واحد
+
+102
+00:09:03,610 --> 00:09:09,140
+ينعمله لحالهcode خاص فيه أو algorithm خاص فيه أو
+
+103
+00:09:09,140 --> 00:09:13,700
+system خاص فيه بحيث انه يقول امتى محتاج النوعية
+
+104
+00:09:13,700 --> 00:09:18,500
+هذه من ال .. من ال spare parts او مش محتاجه الكلام
+
+105
+00:09:18,500 --> 00:09:22,640
+هذا عشان نبدأ نشتغل عليه محتاجين نحقق مجموعة أشياء
+
+106
+00:09:22,640 --> 00:09:27,680
+ضرورية جدامحتاج أحدد المشكلة ونحدد ال linguistic
+
+107
+00:09:27,680 --> 00:09:31,920
+variables ما أنا إيش محتاج عشان أقرر عشان أقول
+
+108
+00:09:31,920 --> 00:09:34,820
+والله أنا محتاج ال spear هذه أو مش محتاجها لازم
+
+109
+00:09:34,820 --> 00:09:37,780
+أروح أشتري مجموعة أو مش لازم أشتري مجموعة هنكون
+
+110
+00:09:37,780 --> 00:09:43,020
+أكيد محتاجين نحدد ال variables تبعتنا محتاجين نعمل
+
+111
+00:09:43,020 --> 00:09:48,420
+determine fuzzy sets ال sets تبعتنا بدنا نحددهاإيش
+
+112
+00:09:48,420 --> 00:09:52,240
+ال sets اللي موجودة عندى؟ هل محتاج أجسم كل
+
+113
+00:09:52,240 --> 00:09:56,320
+variable ل low, high, medium ولا إيش بالظبط؟ يعني
+
+114
+00:09:56,320 --> 00:09:58,300
+إيش المسميات اللي بدنا نجسمها؟ ال sets اللي بدنا
+
+115
+00:09:58,300 --> 00:10:03,080
+نجسمها؟ elect and construct fuzzy rules محتاجين
+
+116
+00:10:03,080 --> 00:10:06,780
+نبني ال fuzzy rules سبعتنا ننشئ و نبني ال fuzzy
+
+117
+00:10:06,780 --> 00:10:11,240
+rules محتاجين نحط rules ال rules هذهأنا عندي
+
+118
+00:10:11,240 --> 00:10:13,260
+موجودة على الورق لكن أنا بدي أعطيها للحاسوب
+
+119
+00:10:13,260 --> 00:10:16,120
+للكمبيوتر لإن هو هذا اللي بدي يبدأ يشتغل عليها
+
+120
+00:10:16,120 --> 00:10:20,220
+بعدين عملية ال encoding ال encoding لل fuzzy sets
+
+121
+00:10:20,220 --> 00:10:24,960
+وهذه برضه هنتكلم عنها من خلال إنه بدي code يعملي
+
+122
+00:10:24,960 --> 00:10:28,840
+inference لل expert system تبعي الاستدلال وكيف
+
+123
+00:10:28,840 --> 00:10:32,380
+ممكن يوصلني للحل في الآخر بنعمل evaluation لل
+
+124
+00:10:32,380 --> 00:10:35,610
+system ككلالـ system اللي هنعمله مثلا على ال
+
+125
+00:10:35,610 --> 00:10:39,810
+MATLAB نعمله على C++ نعمله على Java whatever على
+
+126
+00:10:39,810 --> 00:10:45,250
+Pythonبنعمله evaluation و tuning إذا كان محتاج ي
+
+127
+00:10:45,250 --> 00:10:48,450
+tune the system بنعمله تعديل إذا كان محتاج تعديل و
+
+128
+00:10:48,450 --> 00:10:51,730
+هنتكلم عن كل خطوة لحالة عملية ال specification لل
+
+129
+00:10:51,730 --> 00:10:56,310
+problem نفسها و تحديد ال variables أكيد واحدة من
+
+130
+00:10:56,310 --> 00:10:58,970
+الحيوانات المهمة جدا هل أنا مهتم فيها ولا لأ اللي
+
+131
+00:10:58,970 --> 00:11:05,230
+هي ال mean delay هل ال delay مهم؟ أكيد مهم لأنه
+
+132
+00:11:05,230 --> 00:11:09,010
+أنا بهمني أن ال user ييجي مايطولش، مايقعدشعلى طول
+
+133
+00:11:09,010 --> 00:11:14,850
+أكون موفر له ال spare part أو إذا كان بده تصليح
+
+134
+00:11:14,850 --> 00:11:20,760
+يكون زمن التصليح كتيرقليل فإذا في عندى ال waiting
+
+135
+00:11:20,760 --> 00:11:23,860
+time ال average waiting time مهم جدا في عندى ال
+
+136
+00:11:23,860 --> 00:11:28,260
+repair utilization factor جداش معامل استخدام
+
+137
+00:11:28,260 --> 00:11:34,020
+التصليح أو اللى هو بتام تصليحه هل لو جاتنى خمسين
+
+138
+00:11:34,020 --> 00:11:41,400
+قطعة filled items جداش بتطلع منهمrepaired items هل
+
+139
+00:11:41,400 --> 00:11:46,500
+ممكن من الخمسين أصلح أربعين فهذا معامل الإصلاح أو
+
+140
+00:11:46,500 --> 00:11:50,740
+استخدام اللي بده يتم إصلاحه ال surface center طبعا
+
+141
+00:11:50,740 --> 00:11:53,360
+في surface center هذه هتسميها raw ال number of
+
+142
+00:11:53,360 --> 00:11:56,780
+servers هذه برضه حاجة مهمة كده عدد الناس اللي
+
+143
+00:11:56,780 --> 00:12:00,900
+بيستخدوا اللي بيشتغلوا هل عددهم كبير فمعنى ذلك
+
+144
+00:12:00,900 --> 00:12:05,860
+انهم ممكن يشهلوا يحلواالمشاكل بشكل سريع و كل واحد
+
+145
+00:12:05,860 --> 00:12:09,780
+ممكن يمسكله part و يخلصوها مع بعض ال initial
+
+146
+00:12:09,780 --> 00:12:13,000
+number of spare parts ال spare parts اللي موجودة
+
+147
+00:12:13,000 --> 00:12:16,380
+على ال shelf عندي جدش عددها اصلا initially عددهم
+
+148
+00:12:16,380 --> 00:12:20,160
+in و أنا جدش بدي يكون عددهم لأن هذا بيهمني دائما
+
+149
+00:12:20,160 --> 00:12:23,560
+هو الحل اللي بدي أصله جدش لازم يكون فيه عندي دائما
+
+150
+00:12:23,560 --> 00:12:30,180
+number of spare partsالأن حددنا تقريبا معظم الأمور
+
+151
+00:12:30,180 --> 00:12:34,100
+اللي بدنا إياها في عندي three variables اللي هي ال
+
+152
+00:12:34,100 --> 00:12:39,020
+waiting time ال utilization أو ال repair
+
+153
+00:12:39,020 --> 00:12:43,520
+utilization factor وعندي ال number of servers
+
+154
+00:12:43,520 --> 00:12:48,100
+والنتج اللي بديها اللي هو ال end أو ال spare parts
+
+155
+00:12:48,100 --> 00:12:51,970
+اللي لازم دايما تكون متوفرةبنحطلها الشغل التاني
+
+156
+00:12:51,970 --> 00:12:55,590
+اللي هي linguistic variables و ال ranges تبعتها ال
+
+157
+00:12:55,590 --> 00:12:59,910
+range من إلى فبنبدأ نحط ال values حددنا ال
+
+158
+00:12:59,910 --> 00:13:03,170
+linguistic ال variables لأ ال variables لسه جواها
+
+159
+00:13:03,170 --> 00:13:08,430
+بنحط ال linguistic value نقول والله للجزء الأول
+
+160
+00:13:08,430 --> 00:13:13,170
+اللي هو ال time أو ال waiting time هيكون في عندي
+
+161
+00:13:13,170 --> 00:13:17,100
+very short في عندي short و في عندي mediumفي عندي
+
+162
+00:13:17,100 --> 00:13:20,480
+medium طبعا لاحظوا أن أنا ماحطتش large أو الكتاب
+
+163
+00:13:20,480 --> 00:13:23,900
+ماكنش متكلم عن ال large لأنه غير مسموح أصلا أنه
+
+164
+00:13:23,900 --> 00:13:29,260
+ييجي ال user و يستنى كتير معناه ذلك أن ال center
+
+165
+00:13:29,260 --> 00:13:34,030
+تبعي مش هيطول كتيرو هيسكر .. هنضطر يسكر لإن ماحدش
+
+166
+00:13:34,030 --> 00:13:38,290
+هيجيني .. كويس فبنعمله notation و بنحدد و أهم شغل
+
+167
+00:13:38,290 --> 00:13:44,470
+نحط ال range تبعها ال range تبعنا أول value ال
+
+168
+00:13:44,470 --> 00:13:51,140
+linguistic value ال very short من صفر ل 0.3كويس و
+
+169
+00:13:51,140 --> 00:13:56,320
+بنعملها Normalize Normalization 0.3 هذه ممكن تكون
+
+170
+00:13:56,320 --> 00:14:01,260
+بال second بال hour بالساعة باليوم حسب طبيعة الشغل
+
+171
+00:14:01,260 --> 00:14:05,760
+نفسه و ايش ال items اللي بتم تصليحها هذه تمام و
+
+172
+00:14:05,760 --> 00:14:11,280
+بنعملها معاملة Normalize بحيث انه تكون موحدة كلها
+
+173
+00:14:11,280 --> 00:14:16,400
+طيب نلاحظ ان ال short اللي تحتها ابتداش من 0.3
+
+174
+00:14:17,700 --> 00:14:22,640
+بتبدأ من 0.1 ليش؟ عشان يكون فيه overlapped area ال
+
+175
+00:14:22,640 --> 00:14:25,580
+overlapped area هذه هي المهمة هي ال .. ال .. ال
+
+176
+00:14:25,580 --> 00:14:30,420
+fuzzyness part او الجزء المضبب .. الضباب اللي في
+
+177
+00:14:30,420 --> 00:14:36,600
+النص وهذا هو اللي فيه كل الشغل كويس لعند 0.5
+
+178
+00:14:36,600 --> 00:14:43,500
+medium هتبدأ من 0.4 ل 0.7 و نفس القلية بنكملها لكل
+
+179
+00:14:43,500 --> 00:14:47,020
+ال variables اللي موجودة عندىفي عند ال number of
+
+180
+00:14:47,020 --> 00:14:50,660
+servers هيكون في عندي small, medium, large في عند
+
+181
+00:14:50,660 --> 00:14:55,000
+ال utilization factor هيكون في عندي low, medium و
+
+182
+00:14:55,000 --> 00:14:58,700
+high low, medium و high و أخيرا ال output اللي أنا
+
+183
+00:14:58,700 --> 00:15:02,840
+محتاجه و عشان هيك يمكن ال values تبعته فرضنا فيها
+
+184
+00:15:02,840 --> 00:15:06,280
+أكتر اللي هي ال number of spheres في عندي very
+
+185
+00:15:06,280 --> 00:15:09,420
+small في small في rather small في medium في rather
+
+186
+00:15:09,420 --> 00:15:14,840
+large في large و في very largeوكلهم نحط لهم
+
+187
+00:15:14,840 --> 00:15:18,220
+تقسيمته لاحظوا أن التقسيمات اللي بتتم هنا قيم ال
+
+188
+00:15:18,220 --> 00:15:22,880
+range اللي بيحطه هذا بيتغير من من system ل system
+
+189
+00:15:22,880 --> 00:15:27,320
+وبيرجع عادة للخبراء للباحث اللي بده يشتغل ال
+
+190
+00:15:27,320 --> 00:15:30,720
+system هذا بده يكون هو على إدراك و وعي كيف عملته
+
+191
+00:15:30,720 --> 00:15:36,160
+التقسيم بس ماينساش جزء ال overlapped area كويس ال
+
+192
+00:15:36,160 --> 00:15:40,310
+fuzzy setالان بعد ما حطينا ال range هذا كله بنبدأ
+
+193
+00:15:40,310 --> 00:15:45,290
+نحط ال sets تبعتنا بنرسم ال sets تبعتنا و نمثلها و
+
+194
+00:15:45,290 --> 00:15:49,590
+بنمثلها دايما بال triangle و ال trapezoid اللي هو
+
+195
+00:15:49,590 --> 00:15:53,730
+شبه المنحرف اللي بتكون عادة في الأطراف بتكون عادة
+
+196
+00:15:53,730 --> 00:15:58,230
+في الأطراف فحنلاجس هنا شبه منحرف هنا و شبه منحرف
+
+197
+00:15:58,230 --> 00:16:02,620
+هنا لكن في النصف الغالب ال triangleفالـ trapezoid
+
+198
+00:16:02,620 --> 00:16:05,920
+بيكون في الأطراف كويس لو ايجينا رسمنا القيم اللى
+
+199
+00:16:05,920 --> 00:16:09,620
+موجودة عندى ال range اللى موجودة عندى على ال sets
+
+200
+00:16:09,620 --> 00:16:17,580
+هنجد هذا الرسم ل ال waiting time هنجد هذه ال
+
+201
+00:16:17,580 --> 00:16:23,310
+relationلـ number of servers هنجد ال relations
+
+202
+00:16:23,310 --> 00:16:27,910
+اللي عندي أو ال degree of relationship ل ال
+
+203
+00:16:27,910 --> 00:16:33,490
+utilization factor و أخيراً ل number of spares N
+
+204
+00:16:33,490 --> 00:16:36,990
+لقيمة ال N اللي موجودة عندي ال N elect and
+
+205
+00:16:36,990 --> 00:16:41,980
+construct fuzzyrules كيف أنا بعمل ال rules نفسها
+
+206
+00:16:41,980 --> 00:16:45,160
+ال rules نفسها الطبيعي عشان أعمل rules و أنا بدي
+
+207
+00:16:45,160 --> 00:16:49,560
+أشتغل بحث و بدنا نشتغل بشكل عملي الطبيعي جدا عشان
+
+208
+00:16:49,560 --> 00:16:54,280
+ننجح في هذا الموضوع محتاجين ال expert to describe
+
+209
+00:16:54,280 --> 00:16:57,240
+how the problem can be solved using fuzzy
+
+210
+00:16:57,240 --> 00:17:00,520
+linguistic variable defined previouslyمحتاجين
+
+211
+00:17:00,520 --> 00:17:04,540
+expert محتاجين خبير في هذا الموضوع ممكن نعمل
+
+212
+00:17:04,540 --> 00:17:08,780
+استبانة ممكن نعمل interview المهم أنه محتاج حد
+
+213
+00:17:08,780 --> 00:17:14,140
+أعرف منه ال application هذا كيف بحله وإيش علاقة ال
+
+214
+00:17:14,140 --> 00:17:17,990
+parameters مع بعضها؟عشان نقول والله إذا كان أنا
+
+215
+00:17:17,990 --> 00:17:21,510
+بدي ال output هذا، طب هو بيعتمد على إيش؟ if this
+
+216
+00:17:21,510 --> 00:17:26,950
+then this، فإذا كان في تحقق ايه فأكيد هتتحقق بيه،
+
+217
+00:17:26,950 --> 00:17:30,850
+طبعا بنسب في النهاية وبناء على ال relationships
+
+218
+00:17:30,850 --> 00:17:36,660
+اللي احنا بنتكلم عنهاكويس ممكن نحصل عليها من other
+
+219
+00:17:36,660 --> 00:17:41,120
+sources زي الكتب من كتب من أبحاث من computer
+
+220
+00:17:41,120 --> 00:17:46,880
+databases من flow diagrams من observed human
+
+221
+00:17:46,880 --> 00:17:51,500
+behavior من سلوك ال human المراقبة اللي براقبه و
+
+222
+00:17:51,500 --> 00:17:57,000
+اللي بيشوفهعلى الـ الـ problem تبعته طيب في شغلة
+
+223
+00:17:57,000 --> 00:18:00,600
+مهمة كمان بنقدر نعملها اللي هي ال ال fuzzy
+
+224
+00:18:00,600 --> 00:18:05,700
+association map ال FAM representation هذه ممكن
+
+225
+00:18:05,700 --> 00:18:10,160
+نبدأ نحددها و نرسم علاقة ال relations أو ال
+
+226
+00:18:10,160 --> 00:18:15,750
+variables مع بعضها ممكن نرسم الآن مثلا تحتالـ time
+
+227
+00:18:15,750 --> 00:18:22,170
+مع ال number of servers نرسمهم مع بعض طيب طبعا هذه
+
+228
+00:18:22,170 --> 00:18:28,750
+ممكن ببساطة جدا هذه تعطيني map لل rules كمان ليش؟
+
+229
+00:18:28,750 --> 00:18:36,150
+لأن إذا قلت if time is very short and number of
+
+230
+00:18:36,150 --> 00:18:45,220
+servers is small then number in very largevery
+
+231
+00:18:45,220 --> 00:18:50,400
+large لأنه إذا كان very short فمعنى ذلك إنه الزمن
+
+232
+00:18:50,400 --> 00:18:54,100
+قصير لازم يكون كتير قصير مايقعدش حد عندي مايطولش
+
+233
+00:18:54,100 --> 00:19:00,100
+عندي لكن عدد ال servers أو اللي بيشتغلوا small لأ
+
+234
+00:19:00,100 --> 00:19:03,600
+معنى ذلك إن ال spheres لازم تكون عندي عددها كبير ف
+
+235
+00:19:03,600 --> 00:19:07,920
+very large لازم يكون دايما كبيرة فهذه ممكن تمثل
+
+236
+00:19:07,920 --> 00:19:11,640
+لناال inputs مع ال outputs هدول بيمثله outputs هنا
+
+237
+00:19:11,640 --> 00:19:16,260
+مع outputs لو قلنا عندي و خلينا نقول هنا medium ..
+
+238
+00:19:16,260 --> 00:19:20,420
+medium هو أسوأ اشي ممكن نفترضه في حالة ال waiting
+
+239
+00:19:20,420 --> 00:19:24,200
+time لكن في النهاية في عندي ال servers عددهم كبير
+
+240
+00:19:25,130 --> 00:19:29,430
+فلأ أكيد في الآخر عدد ال items اللي هتيجي هيقدر
+
+241
+00:19:29,430 --> 00:19:33,570
+يصلحوها لأنه عددهم كبير فاحتمالية إن أنا محتاج
+
+242
+00:19:33,570 --> 00:19:40,650
+items جديدة أو spares جديدة very small .. very
+
+243
+00:19:40,650 --> 00:19:45,170
+short أو very small فاجدش عدد N اللي أنا محتاج
+
+244
+00:19:45,170 --> 00:19:48,310
+أشتري very small مش محتاج يكون على ال shelf حاجة
+
+245
+00:19:48,310 --> 00:19:52,930
+كتير كمية كبيرة ليش لأن في عند الأعمال عددهم كبير
+
+246
+00:19:52,930 --> 00:19:59,800
+كويسو بيشتغلوا بيخلصوا بيخلصوا الشغل طيب طبعا هذه
+
+247
+00:19:59,800 --> 00:20:03,080
+ال rules مش بالضروري ان احنا كتبناها يعني منطقيا
+
+248
+00:20:03,080 --> 00:20:06,340
+ان هي خلاص صح هذه اللي جدام هنعمل عليها tuning
+
+249
+00:20:06,340 --> 00:20:08,940
+يعني هنعمل عليها تعديلات ممكن نضطر نعمل عليها
+
+250
+00:20:08,940 --> 00:20:13,440
+تعديلات الان ممكن نكتبه بشكل جدول كامل زي اللي
+
+251
+00:20:13,440 --> 00:20:17,020
+احنا شايفينه ال rule مع ال output تبعها فهنا ممكن
+
+252
+00:20:17,020 --> 00:20:23,820
+نقول ال rule هذه if time small andالـ number of
+
+253
+00:20:23,820 --> 00:20:29,940
+servers large and ال utilization اللي هي raw is
+
+254
+00:20:29,940 --> 00:20:37,440
+large then number of spares is small فهذه rule هذه
+
+255
+00:20:37,440 --> 00:20:40,820
+كمان rule فإذا في عندي الآن هنا في جداش عندي 27
+
+256
+00:20:40,820 --> 00:20:46,320
+rule ممكنة في عندي 27 rule ممكنة ممكن نكتبها كتابة
+
+257
+00:20:46,320 --> 00:20:53,190
+زي ما أخدناها قبل ذلك ifthen كذا if كذا then كذا
+
+258
+00:20:53,190 --> 00:20:57,450
+if كذا and كذا then كذا و هكذا فإذا في كذا طريقة
+
+259
+00:20:57,450 --> 00:21:02,710
+لتمثيل ال rules نفسها هي كمان طريقة فصار في عندي
+
+260
+00:21:02,710 --> 00:21:09,090
+مجال هذه الطريقةالـ Fuzzy Association Map فيه عندي
+
+261
+00:21:09,090 --> 00:21:12,230
+rule أني أكتبها بالجدول اللي إحنا شايفينه و ممكن
+
+262
+00:21:12,230 --> 00:21:16,630
+نكتبها كتابة عادية بالشكل هذا و ممكن نمثلها بأكتر
+
+263
+00:21:16,630 --> 00:21:23,650
+من FAM أو Fuzzy Association Map زي إنه نعملهم إذا
+
+264
+00:21:23,650 --> 00:21:28,550
+كان في variable زيادة لأن احنا تو كان عندي متغيرين
+
+265
+00:21:28,550 --> 00:21:31,810
+و هم اللي أشتغلت عليهم بينما أخفلت إنه في متغير
+
+266
+00:21:31,810 --> 00:21:35,650
+تالت فممكن أحطهم ك cube في الحالة ديبصيروا تلاتة
+
+267
+00:21:35,650 --> 00:21:40,890
+في الحالة اللي عندي ففي عندي map في حالة ال raw ال
+
+268
+00:21:40,890 --> 00:21:45,090
+utilization large
+
+269
+00:21:45,090 --> 00:21:49,090
+ال utilization medium و ال utilization high تمام
+
+270
+00:21:49,090 --> 00:21:54,550
+بنرسمهم و بنحدد بنكون مثلنا جميع ال rules الممكنين
+
+271
+00:21:54,550 --> 00:21:57,270
+و اللي دورنا عليهم جيبناهم إما من expert أو من
+
+272
+00:21:57,270 --> 00:22:00,870
+الكتب أو من ال journals أو من databases أو من أي
+
+273
+00:22:00,870 --> 00:22:05,880
+مكانعشان نروح لجزء التالت هو الـ Encoding كيف انا
+
+274
+00:22:05,880 --> 00:22:08,720
+ممكن امثل كل الكلام هذا؟ طبعا ان اتمثله في عندى
+
+275
+00:22:08,720 --> 00:22:12,300
+طريقتين اما ان انا برمج و برمجة بالنسبة للمبرمجين
+
+276
+00:22:12,300 --> 00:22:17,120
+يستخدموا الـ C أو الـ C++ أو يطبقوا اي لغة بدهم
+
+277
+00:22:17,120 --> 00:22:21,670
+إياهالكن الحقيقة مش محتاجين لأنه الأنسب الان أنه
+
+278
+00:22:21,670 --> 00:22:25,510
+نستخدم الـ fuzzy logic development tool فيه tools
+
+279
+00:22:25,510 --> 00:22:28,530
+كتيرة صارت موجودة ومنتشرة فيه مثلا من الـ MATLAB
+
+280
+00:22:28,530 --> 00:22:32,310
+الـ MATLAB في عنده toolbox مميزة جدا للـ fuzzy
+
+281
+00:22:32,310 --> 00:22:37,810
+logicوالكل بيستخدمها كل الباحثين والطلاب في
+
+282
+00:22:37,810 --> 00:22:41,310
+الدراسات اللي بيستخدموها وفي عند الـ fuzzy
+
+283
+00:22:41,310 --> 00:22:45,650
+knowledge builder برضه tool تانية ممكن استخدامها
+
+284
+00:22:45,650 --> 00:22:50,670
+النقطة اللي بعد ذلكاللي ممكن نتحدث عنها هي جزئية
+
+285
+00:22:50,670 --> 00:22:54,470
+ال evaluation عملية ال evaluation و let you on the
+
+286
+00:22:54,470 --> 00:22:58,950
+system طيب ال evaluation بكل بساطة ممكن بعد ما
+
+287
+00:22:58,950 --> 00:23:02,530
+نعمل نبني البناء تبعنا كله نيجي نرسم ال relations
+
+288
+00:23:02,530 --> 00:23:06,150
+هذه مع بعضها أو نرسم ال variables مع بعضها بحيث
+
+289
+00:23:06,150 --> 00:23:11,260
+أنه نرسمهم نشوفهم كيف شكلهم مع بعضبعد ما عملنا ال
+
+290
+00:23:11,260 --> 00:23:14,040
+evaluation و استخدمنا البرنامج أو أي برنامج
+
+291
+00:23:14,040 --> 00:23:18,440
+استخدمته زي ال fuzzy logic toolbox و لازم كلهم
+
+292
+00:23:18,440 --> 00:23:22,300
+يكونوا قادرين ان هم يعملوا لك generation لشكل ال
+
+293
+00:23:22,300 --> 00:23:25,120
+outputs او ال performance ال systems performance
+
+294
+00:23:25,120 --> 00:23:29,510
+اللي هتكون بهذا الشكلبنرسمها بهذا الشكل بحيث اني
+
+295
+00:23:29,510 --> 00:23:34,330
+احقق ال rules فممكن يكون عندى for rule base number
+
+296
+00:23:34,330 --> 00:23:38,790
+one بمثلها جدامي و بتطلع عليها و بدقيق فيها كويس
+
+297
+00:23:38,790 --> 00:23:43,990
+هل هي منطقية ولا مش منطقية فلما اقول هنا ال skill
+
+298
+00:23:43,990 --> 00:23:48,450
+هذاأو الـ access هذا بتاع الـ waiting time الـ
+
+299
+00:23:48,450 --> 00:23:53,530
+access هذا تبع عدد ال servers ال .. ال .. ال
+
+300
+00:23:53,530 --> 00:23:58,030
+weight هنا تبعت عدد ال .. ال spares أو ليقيمة N هل
+
+301
+00:23:58,030 --> 00:24:05,360
+فعلا كل ما بتزيد .. بزيد عدد العمالو ممكن نحسبها
+
+302
+00:24:05,360 --> 00:24:08,500
+واحدة واحدة هل بيزيد عدد العمال معناه ذلك انه عدد
+
+303
+00:24:08,500 --> 00:24:11,260
+ال service تبعتي هذا بتقل اللي انا محتاج .. او عدد
+
+304
+00:24:11,260 --> 00:24:14,700
+ال units اللي انا محتاج اشتريها بتقل منطقي كل ما
+
+305
+00:24:14,700 --> 00:24:17,980
+بيزيد معناته بده يقل ال curve تبعنا طيب في المقابل
+
+306
+00:24:17,980 --> 00:24:22,500
+ال time هل كل ما بيزيد بتزيد معه فال relation هذه
+
+307
+00:24:22,500 --> 00:24:26,020
+اللي بترتسم من خلالها بتتم عملية ال evaluation لل
+
+308
+00:24:26,020 --> 00:24:29,640
+system تبعنا هل هو مقنع و طبعا ال expert او ال
+
+309
+00:24:29,640 --> 00:24:34,010
+human expert مناسب يكون موجود و انطابقالكلام هذا
+
+310
+00:24:34,010 --> 00:24:40,530
+كله مع الشغل تبعنا طبعا هذا بيتكرر لكل ال services
+
+311
+00:24:40,530 --> 00:24:44,330
+تبعتنا اللي موجودة لكل ال services اللي موجودة و
+
+312
+00:24:44,330 --> 00:24:47,270
+ال relations ممكن تتغير هنا صار في ال utilization
+
+313
+00:24:47,270 --> 00:24:55,660
+factor مع ال time و لقياس ال number of spearsهنا
+
+314
+00:24:55,660 --> 00:24:58,660
+صار في عندى ال number of surface مع ال delay
+
+315
+00:24:58,660 --> 00:25:02,460
+وبيعطينى ال number of spheres و هكذا فهدول هم
+
+316
+00:25:02,460 --> 00:25:06,160
+العناصر اللى بيخلونى او ال surfaces اللى بتخلينى
+
+317
+00:25:06,160 --> 00:25:12,180
+اشتغل على عملية ال evaluation بنقيمها سواء الباحث
+
+318
+00:25:12,180 --> 00:25:15,140
+هو خبير في الموضوع فبقدر يقيمها هل هي مناسبة و مش
+
+319
+00:25:15,140 --> 00:25:20,400
+مناسبة و بشتغل عليها عشان في الآخرنروح نعمل عملية
+
+320
+00:25:20,400 --> 00:25:24,940
+ممكن نغير و نقول لأ والله أنا محتاج أعمل
+
+321
+00:25:24,940 --> 00:25:29,080
+improvement مثلا محتاج أعمل improvement لإيش؟ يمكن
+
+322
+00:25:29,080 --> 00:25:33,860
+أنه نزود sets إضافية لحاجة معينة لل number of
+
+323
+00:25:33,860 --> 00:25:39,090
+service مثلاإنقول والله هي كانت small و medium و
+
+324
+00:25:39,090 --> 00:25:43,130
+large لأ محتاج أضيف كمان two sets إضافية أقول
+
+325
+00:25:43,130 --> 00:25:46,710
+rather small و rather large يمكن تكون أكثر دقة
+
+326
+00:25:46,710 --> 00:25:51,130
+الأمور بحيث أنه تصير ال modification ل ال fuzzy
+
+327
+00:25:51,130 --> 00:25:56,790
+sets ل number of servers بالشكل اللي إحنا شايفينه
+
+328
+00:25:56,790 --> 00:26:01,310
+في and small في rather small في medium في rather
+
+329
+00:26:01,310 --> 00:26:06,990
+large و في largeهد ايش هتغير؟ هتغير طبعا في كل الـ
+
+330
+00:26:06,990 --> 00:26:09,510
+structure اللي احنا اشتغلناه لأنه هيصير فيه تعديل
+
+331
+00:26:09,510 --> 00:26:13,450
+على كل الجداول اللي اشتغلناها و أهمها يمكن اللي هي
+
+332
+00:26:13,450 --> 00:26:18,910
+ال fuzzy association map هتتغير بدل ما كانت تلاتة
+
+333
+00:26:18,910 --> 00:26:24,460
+في تلاتة هتصير لأ هتصير خمسة في تلاتةOkay هنجي
+
+334
+00:26:24,460 --> 00:26:28,260
+نتطلع كيف اتغيرت ال behavior تبعت أو السلوك لل
+
+335
+00:26:28,260 --> 00:26:32,340
+relations مع بعضها إذا والله التغير مناسب معناته
+
+336
+00:26:32,340 --> 00:26:36,160
+صار تعديل بناء عليها بنبدأ ان اعدل بحيث انه اقول
+
+337
+00:26:36,160 --> 00:26:40,680
+في النهاية ان هذا ال system هيك خالص جاهز بيدخل
+
+338
+00:26:40,680 --> 00:26:44,380
+حيث التنفيذ التنفيذ من أي ناحية؟ من ناحية انه بصير
+
+339
+00:26:44,380 --> 00:26:47,960
+ياخد input من ال user و automatically بيعطي output
+
+340
+00:26:48,950 --> 00:26:51,690
+لأن ال user طبعا مش هيشوف ال relations اللي احنا
+
+341
+00:26:51,690 --> 00:26:55,190
+شايفينها هذه ال relations لل test عشان انا اتأكد
+
+342
+00:26:55,190 --> 00:26:58,690
+ان هو ال relation صحيحة فبصير هو بس بيعطي قيم
+
+343
+00:26:58,690 --> 00:27:03,510
+بيعطي قيم ل ال time بيعطي قيم ل ال servers بيعطي
+
+344
+00:27:03,510 --> 00:27:08,550
+قيم ل ال utilization factor و بتوقع مني اطبقهم على
+
+345
+00:27:08,550 --> 00:27:11,870
+المعادلات اللي جدامي هنا او ال curves اللي جدامي
+
+346
+00:27:11,870 --> 00:27:16,240
+عشان انا اعطيه فقط قيمة n مش اكتربنعطيه قيمة n
+
+347
+00:27:16,240 --> 00:27:19,260
+فبنعمل modeling في هذه الحالة بالشكل اللي احنا ..
+
+348
+00:27:19,260 --> 00:27:24,540
+اللي احنا شايفينه الجزء الأخير ضال ان اعمل tuning
+
+349
+00:27:24,540 --> 00:27:27,980
+للـ fuzzy system بنعمل review model input output
+
+350
+00:27:27,980 --> 00:27:35,460
+variables و بنغير حسب ال range بتاعتنا فممكن ال
+
+351
+00:27:35,460 --> 00:27:38,080
+range اللي كان موجود عندى اعملها اعادة تعريف من
+
+352
+00:27:38,080 --> 00:27:41,780
+أول و جديد و نغيرها في الحالة اللي عندنا ممكن نعمل
+
+353
+00:27:41,780 --> 00:27:45,360
+review لل fuzzy setsالـ Fuzzy sets برضه ممكن
+
+354
+00:27:45,360 --> 00:27:48,500
+نغيرها زي ما عملنا تاوي قبل شوية اضفنا rather
+
+355
+00:27:48,500 --> 00:27:56,920
+small و rather large ممكن نعدل في ال .. ال range
+
+356
+00:27:56,920 --> 00:28:01,420
+نفسه ل ال universe of discourse ممكن نعمل
+
+357
+00:28:01,420 --> 00:28:06,220
+overlapped أكتر بين ال sets و بعضها نزود ال .. ال
+
+358
+00:28:06,220 --> 00:28:12,320
+overlapped areaطبعاً عادة بيستخدم أن يكون 25% بين
+
+359
+00:28:12,320 --> 00:28:17,780
+ال .. ال .. Trapezoid و ال triangle و بين ال
+
+360
+00:28:17,780 --> 00:28:22,120
+triangle و بعضها ممكن يكون من .. من 25% ل 50%
+
+361
+00:28:22,120 --> 00:28:28,680
+overlapped ممكن نراجع ال existing rules ممكن ال
+
+362
+00:28:28,680 --> 00:28:31,220
+existing rules نفسها فيها مشكلة إذا وجدنا أن ال
+
+363
+00:28:31,220 --> 00:28:33,780
+behavior ال curves اللي احنا شوفناها فيها مشكلة
+
+364
+00:28:33,780 --> 00:28:38,700
+ممكن نراجع ال .. ال rules نفسها ممكن نعملبعد هيك
+
+365
+00:28:38,700 --> 00:28:42,500
+مراجعة لل rule based for opportunities to write
+
+366
+00:28:42,500 --> 00:28:46,360
+hedge متذكرين الهدج؟ الهدج هي اللي اتكلمنا عنها
+
+367
+00:28:46,360 --> 00:28:50,660
+اللي هي الأطراف ال edges تبعتنا ممكن نعدل فيها
+
+368
+00:28:50,660 --> 00:28:54,940
+كمان و نغير مش بضروري تكون linear كلها فبصير فيه
+
+369
+00:28:54,940 --> 00:29:00,600
+تعديلات ممكن نعمل ال tools نفسها ال execution
+
+370
+00:29:00,600 --> 00:29:07,070
+weight ممكن نعدل برضه فينغير في ال multiplier و ال
+
+371
+00:29:07,070 --> 00:29:09,170
+weight multiplier إذا كان محتاج أعمل عملية
+
+372
+00:29:09,170 --> 00:29:12,090
+normalization أو مش محتاج أو أضرب في weight معين
+
+373
+00:29:12,090 --> 00:29:18,230
+في الآخر ممكن نغير ال shapes of fuzzy set ال
+
+374
+00:29:18,230 --> 00:29:21,450
+triangle ممكن لأ أعملها قطع من فوق مش بضروري تكون
+
+375
+00:29:21,450 --> 00:29:26,590
+triangle و زاوية ممكن نعدلها بدل ما تكون في النص
+
+376
+00:29:34,810 --> 00:29:38,950
+ممكن بهذا الشكل؟ لأ ممكن نعدل هنا و نعملها بهذا
+
+377
+00:29:38,950 --> 00:29:43,810
+الشكل فال shape نفسه كله يتغير تمام؟ ممكن نفس ال
+
+378
+00:29:43,810 --> 00:29:48,410
+shape هو هو كله نغيره بهذا الشكل بدل ما كانت هيك
+
+379
+00:29:48,410 --> 00:29:55,930
+لأ نعدلها نخليها زي اللون الأحمر بأنها نفس ال
+
+380
+00:29:55,930 --> 00:29:59,090
+range هيها و من نفس البداية و من نفس النهاية لكن
+
+381
+00:29:59,090 --> 00:30:04,890
+بهذا الشكلففي عندي options كتيرة لحقيقة أنه نعدل و
+
+382
+00:30:04,890 --> 00:30:13,090
+نطور في ال shape تبعتنا عشان نصل ل ال highly
+
+383
+00:30:13,090 --> 00:30:16,450
+accuracy
+
+384
+00:30:16,450 --> 00:30:22,570
+في الفuzzy فبذلك بنكون احنا خلصنا تقريبا المثال
+
+385
+00:30:22,570 --> 00:30:26,260
+اللي احنا درسناها الآنواللي ممكن تطبيقها بشكل عملي
+
+386
+00:30:26,260 --> 00:30:29,680
+من خلال نصيحة يمكن تكون الـ Matlab كتير أفضل لأن
+
+387
+00:30:29,680 --> 00:30:33,400
+الـ Matlab Tool قوية جداً وفي مجال الـ Fuzzy كتير
+
+388
+00:30:33,400 --> 00:30:35,980
+مميزة فممكن تكون اللي بيحبوا يشتغلوا في هذا
+
+389
+00:30:35,980 --> 00:30:41,220
+الموضوع يطبقوا الـ Fuzzy بذلك بنكون خلصنا جزئية
+
+390
+00:30:41,220 --> 00:30:44,700
+الـ Fuzzy وكل ما يتعلق بالـ Fuzzy Rules و الـ
+
+391
+00:30:44,700 --> 00:30:50,010
+Fuzzy Logic و الـ Fuzzy Inference الحقيقةالمرة
+
+392
+00:30:50,010 --> 00:30:53,410
+القادمة هنبدأ ونشوف الـ Classifiers أخرى نوع أخر
+
+393
+00:30:53,410 --> 00:30:56,570
+من أنواع الـ Classifiers ضمن مصاقنا للـ Artificial
+
+394
+00:30:56,570 --> 00:30:58,870
+Intelligence يعطيكم العافية وبرك الله فيكم
+
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/L_hfpEITPM8_raw.json b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/L_hfpEITPM8_raw.json
new file mode 100644
index 0000000000000000000000000000000000000000..e70e336234ba4d953fab0b2abe8ae9f8e5c3d2a6
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/L_hfpEITPM8_raw.json
@@ -0,0 +1 @@
+{"segments": [{"id": 1, "seek": 2663, "start": 6.11, "end": 26.63, "text": "سجنه .. سجنه fuzzy inference ماتغيرش كتير إشي يعني هو نفسه تماما نفس فكرة ممداني ولكن التكرارات اللي كنا بنكررها و لما كنت بقول O.1 زاد O.1 زاد O.1 بنجمع هذه كلها مدام أنا عند شي بواحدة أو", "tokens": [3794, 7435, 1863, 3224, 4386, 8608, 7435, 1863, 3224, 34710, 38253, 19446, 2655, 17082, 13546, 8592, 9122, 2655, 13546, 11933, 8592, 1829, 37495, 22653, 31439, 8717, 36178, 3224, 46811, 10943, 995, 8717, 36178, 6156, 4117, 25720, 3714, 2304, 3215, 7649, 1829, 35525, 19452, 16712, 37983, 9640, 9307, 13672, 1829, 9122, 8315, 44945, 37983, 2288, 11296, 4032, 5296, 15042, 9122, 29399, 4724, 39648, 422, 13, 16, 30767, 18513, 422, 13, 16, 30767, 18513, 422, 13, 16, 44945, 7435, 2304, 3615, 29538, 28242, 11296, 3714, 3215, 10943, 41850, 43242, 44049, 4724, 14407, 24401, 3660, 34051], "avg_logprob": -0.20096409574468085, "compression_ratio": 1.5939086294416243, "no_speech_prob": 0.0, "words": [{"start": 6.11, "end": 6.95, "word": "سجنه", "probability": 0.9150390625}, {"start": 6.95, "end": 7.21, "word": " ..", "probability": 0.1279296875}, {"start": 7.21, "end": 7.85, "word": " سجنه", "probability": 0.9320068359375}, {"start": 7.85, "end": 8.07, "word": " fuzzy", "probability": 0.8916015625}, {"start": 8.07, "end": 8.65, "word": " inference", "probability": 0.92041015625}, {"start": 8.65, "end": 10.29, "word": " ماتغيرش", "probability": 0.86015625}, {"start": 10.29, "end": 10.59, "word": " كتير", "probability": 0.96728515625}, {"start": 10.59, "end": 10.93, "word": " إشي", "probability": 0.763916015625}, {"start": 10.93, "end": 11.35, "word": " يعني", "probability": 0.6251220703125}, {"start": 11.35, "end": 11.67, "word": " هو", "probability": 0.97509765625}, {"start": 11.67, "end": 12.13, "word": " نفسه", "probability": 0.8976236979166666}, {"start": 12.13, "end": 12.79, "word": " تماما", "probability": 0.9786783854166666}, {"start": 12.79, "end": 13.51, "word": " نفس", "probability": 0.91259765625}, {"start": 13.51, "end": 14.35, "word": " فكرة", "probability": 0.9484049479166666}, {"start": 14.35, "end": 15.03, "word": " ممداني", "probability": 0.913671875}, {"start": 15.03, "end": 15.85, "word": " ولكن", "probability": 0.867919921875}, {"start": 15.85, "end": 16.61, "word": " التكرارات", "probability": 0.9542236328125}, {"start": 16.61, "end": 16.73, "word": " اللي", "probability": 0.8359375}, {"start": 16.73, "end": 17.13, "word": " كنا", "probability": 0.87451171875}, {"start": 17.13, "end": 17.67, "word": " بنكررها", "probability": 0.884033203125}, {"start": 17.67, "end": 17.75, "word": " و", "probability": 0.48681640625}, {"start": 17.75, "end": 17.85, "word": " لما", "probability": 0.723388671875}, {"start": 17.85, "end": 18.05, "word": " كنت", "probability": 0.983642578125}, {"start": 18.05, "end": 18.31, "word": " بقول", "probability": 0.98388671875}, {"start": 18.31, "end": 18.53, "word": " O", "probability": 0.33837890625}, {"start": 18.53, "end": 18.97, "word": ".1", "probability": 0.756103515625}, {"start": 18.97, "end": 19.19, "word": " زاد", "probability": 0.51904296875}, {"start": 19.19, "end": 19.27, "word": " O", "probability": 0.93603515625}, {"start": 19.27, "end": 19.69, "word": ".1", "probability": 0.989013671875}, {"start": 19.69, "end": 19.83, "word": " زاد", "probability": 0.888427734375}, {"start": 19.83, "end": 19.99, "word": " O", "probability": 0.9365234375}, {"start": 19.99, "end": 20.45, "word": ".1", "probability": 0.991943359375}, {"start": 20.45, "end": 22.37, "word": " بنجمع", "probability": 0.89599609375}, {"start": 22.37, "end": 22.81, "word": " هذه", "probability": 0.60546875}, {"start": 22.81, "end": 23.37, "word": " كلها", "probability": 0.996826171875}, {"start": 23.37, "end": 23.87, "word": " مدام", "probability": 0.7986653645833334}, {"start": 23.87, "end": 24.03, "word": " أنا", "probability": 0.6591796875}, {"start": 24.03, "end": 24.31, "word": " عند", "probability": 0.61669921875}, {"start": 24.31, "end": 25.85, "word": " شي", "probability": 0.1766357421875}, {"start": 25.85, "end": 26.43, "word": " بواحدة", "probability": 0.8514404296875}, {"start": 26.43, "end": 26.63, "word": " أو", "probability": 0.86083984375}], "temperature": 1.0}, {"id": 2, "seek": 5307, "start": 27.83, "end": 53.07, "text": "range واحدة أو relation واحدة بعطيها قيمة واحدة و بس discrete value نعطيها قيمة ممكن تكون عند ال center تبعها و بضرب فيها ي لحالها و بس نضرب فيها لحالها و بس يعني الحالة اللي عندي هنا ليش أعمل واحدة اتنين تلاتة فلأ كلهم هدولة بفترض ان لأ انا عندي قيمة واحدة بس موجودة هنا", "tokens": [14521, 36764, 24401, 3660, 34051, 9721, 36764, 24401, 3660, 45030, 9566, 1829, 11296, 12174, 32640, 3660, 36764, 24401, 3660, 4032, 4724, 3794, 27706, 2158, 8717, 3615, 9566, 1829, 11296, 12174, 32640, 3660, 3714, 43020, 6055, 30544, 43242, 2423, 3056, 6055, 3555, 3615, 11296, 4032, 4724, 11242, 25513, 8978, 11296, 7251, 5296, 5016, 6027, 11296, 4032, 4724, 3794, 8717, 11242, 25513, 8978, 11296, 5296, 5016, 6027, 11296, 4032, 4724, 3794, 37495, 22653, 21542, 6027, 3660, 13672, 1829, 18871, 16254, 34105, 32239, 8592, 5551, 25957, 1211, 36764, 24401, 3660, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 6156, 1211, 10721, 28242, 16095, 8032, 3215, 12610, 3660, 4724, 5172, 2655, 43042, 16472, 5296, 10721, 1975, 8315, 18871, 16254, 12174, 32640, 3660, 36764, 24401, 3660, 4724, 3794, 3714, 29245, 23328, 3660, 34105], "avg_logprob": -0.10895106589147287, "compression_ratio": 2.026666666666667, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 27.83, "end": 28.25, "word": "range", "probability": 0.336669921875}, {"start": 28.25, "end": 28.69, "word": " واحدة", "probability": 0.93017578125}, {"start": 28.69, "end": 28.89, "word": " أو", "probability": 0.59130859375}, {"start": 28.89, "end": 29.33, "word": " relation", "probability": 0.98046875}, {"start": 29.33, "end": 29.93, "word": " واحدة", "probability": 0.9903971354166666}, {"start": 29.93, "end": 30.63, "word": " بعطيها", "probability": 0.784698486328125}, {"start": 30.63, "end": 30.93, "word": " قيمة", "probability": 0.9847005208333334}, {"start": 30.93, "end": 31.37, "word": " واحدة", "probability": 0.9754231770833334}, {"start": 31.37, "end": 31.57, "word": " و", "probability": 0.455322265625}, {"start": 31.57, "end": 31.85, "word": " بس", "probability": 0.950439453125}, {"start": 31.85, "end": 32.49, "word": " discrete", "probability": 0.55712890625}, {"start": 32.49, "end": 33.01, "word": " value", "probability": 0.982421875}, {"start": 33.01, "end": 33.71, "word": " نعطيها", "probability": 0.94091796875}, {"start": 33.71, "end": 34.17, "word": " قيمة", "probability": 0.9920247395833334}, {"start": 34.17, "end": 34.63, "word": " ممكن", "probability": 0.923583984375}, {"start": 34.63, "end": 34.87, "word": " تكون", "probability": 0.968994140625}, {"start": 34.87, "end": 35.05, "word": " عند", "probability": 0.9873046875}, {"start": 35.05, "end": 35.17, "word": " ال", "probability": 0.96923828125}, {"start": 35.17, "end": 35.41, "word": " center", "probability": 0.66748046875}, {"start": 35.41, "end": 35.95, "word": " تبعها", "probability": 0.950927734375}, {"start": 35.95, "end": 36.51, "word": " و", "probability": 0.81005859375}, {"start": 36.51, "end": 37.05, "word": " بضرب", "probability": 0.7682291666666666}, {"start": 37.05, "end": 37.33, "word": " فيها", "probability": 0.964111328125}, {"start": 37.33, "end": 37.43, "word": " ي", "probability": 0.37353515625}, {"start": 37.43, "end": 37.89, "word": " لحالها", "probability": 0.953125}, {"start": 37.89, "end": 38.17, "word": " و", "probability": 0.95458984375}, {"start": 38.17, "end": 38.49, "word": " بس", "probability": 0.992919921875}, {"start": 38.49, "end": 39.41, "word": " نضرب", "probability": 0.9430338541666666}, {"start": 39.41, "end": 39.59, "word": " فيها", "probability": 0.98828125}, {"start": 39.59, "end": 39.91, "word": " لحالها", "probability": 0.9765625}, {"start": 39.91, "end": 39.97, "word": " و", "probability": 0.96923828125}, {"start": 39.97, "end": 40.09, "word": " بس", "probability": 0.992431640625}, {"start": 40.09, "end": 40.63, "word": " يعني", "probability": 0.904541015625}, {"start": 40.63, "end": 42.05, "word": " الحالة", "probability": 0.97265625}, {"start": 42.05, "end": 42.17, "word": " اللي", "probability": 0.93408203125}, {"start": 42.17, "end": 42.47, "word": " عندي", "probability": 0.704833984375}, {"start": 42.47, "end": 42.81, "word": " هنا", "probability": 0.99462890625}, {"start": 42.81, "end": 44.21, "word": " ليش", "probability": 0.952880859375}, {"start": 44.21, "end": 44.55, "word": " أعمل", "probability": 0.8704427083333334}, {"start": 44.55, "end": 44.95, "word": " واحدة", "probability": 0.9700520833333334}, {"start": 44.95, "end": 45.33, "word": " اتنين", "probability": 0.9466552734375}, {"start": 45.33, "end": 45.97, "word": " تلاتة", "probability": 0.973388671875}, {"start": 45.97, "end": 46.55, "word": " فلأ", "probability": 0.966796875}, {"start": 46.55, "end": 47.05, "word": " كلهم", "probability": 0.951171875}, {"start": 47.05, "end": 47.63, "word": " هدولة", "probability": 0.92138671875}, {"start": 47.63, "end": 48.29, "word": " بفترض", "probability": 0.968017578125}, {"start": 48.29, "end": 48.55, "word": " ان", "probability": 0.72412109375}, {"start": 48.55, "end": 48.81, "word": " لأ", "probability": 0.76953125}, {"start": 48.81, "end": 48.99, "word": " انا", "probability": 0.787353515625}, {"start": 48.99, "end": 49.37, "word": " عندي", "probability": 0.922119140625}, {"start": 49.37, "end": 50.85, "word": " قيمة", "probability": 0.99072265625}, {"start": 50.85, "end": 51.33, "word": " واحدة", "probability": 0.99658203125}, {"start": 51.33, "end": 51.81, "word": " بس", "probability": 0.987060546875}, {"start": 51.81, "end": 52.83, "word": " موجودة", "probability": 0.9847412109375}, {"start": 52.83, "end": 53.07, "word": " هنا", "probability": 0.99658203125}], "temperature": 1.0}, {"id": 3, "seek": 8312, "start": 53.96, "end": 83.12, "text": "و فقط ممكن تكون من صفر لتلاتين او ممكن تكون لخمستاش و خلاص بتصير خمستاش في 0.1 بس و بجمعها على ال center الهادي و بجمعها على ال center الهادي فصارت تلت عملية جمعه بس هي التبسيط في الموضوع فهو بسط الموضوع اما ما قبل ذلك هو هو كل من عملية ال classification عملية ال evaluation عملية ال aggregation كما هي فاختلفوا بس في جزئية ال diversification", "tokens": [2407, 6156, 47432, 3714, 43020, 6055, 30544, 9154, 20328, 5172, 2288, 5296, 2655, 1211, 9307, 9957, 1975, 2407, 3714, 43020, 6055, 30544, 5296, 9778, 2304, 14851, 33599, 4032, 16490, 1211, 33546, 39894, 9381, 13546, 16490, 2304, 14851, 33599, 8978, 1958, 13, 16, 4724, 3794, 4032, 4724, 7435, 2304, 3615, 11296, 15844, 2423, 3056, 2423, 11296, 16254, 4032, 4724, 7435, 2304, 3615, 11296, 15844, 2423, 3056, 2423, 11296, 16254, 6156, 9381, 9640, 2655, 6055, 1211, 2655, 6225, 42213, 10632, 10874, 2304, 3615, 3224, 4724, 3794, 39896, 16712, 3555, 3794, 1829, 9566, 8978, 9673, 2407, 11242, 45367, 6156, 3224, 2407, 4724, 3794, 9566, 9673, 2407, 11242, 45367, 1975, 15042, 19446, 12174, 36150, 29910, 23275, 31439, 31439, 28242, 9154, 6225, 42213, 10632, 2423, 21538, 6225, 42213, 10632, 2423, 13344, 6225, 42213, 10632, 2423, 16743, 399, 9122, 15042, 39896, 6156, 47283, 2655, 46538, 14407, 4724, 3794, 8978, 10874, 11622, 19986, 10632, 2423, 6111, 3774], "avg_logprob": -0.16846026707169237, "compression_ratio": 2.0789473684210527, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 53.96, "end": 54.08, "word": "و", "probability": 0.34716796875}, {"start": 54.08, "end": 54.38, "word": " فقط", "probability": 0.865234375}, {"start": 54.38, "end": 54.9, "word": " ممكن", "probability": 0.88720703125}, {"start": 54.9, "end": 55.2, "word": " تكون", "probability": 0.98974609375}, {"start": 55.2, "end": 55.36, "word": " من", "probability": 0.98291015625}, {"start": 55.36, "end": 55.6, "word": " صفر", "probability": 0.8370768229166666}, {"start": 55.6, "end": 56.06, "word": " لتلاتين", "probability": 0.808349609375}, {"start": 56.06, "end": 56.18, "word": " او", "probability": 0.6339111328125}, {"start": 56.18, "end": 56.36, "word": " ممكن", "probability": 0.853515625}, {"start": 56.36, "end": 56.56, "word": " تكون", "probability": 0.988525390625}, {"start": 56.56, "end": 57.26, "word": " لخمستاش", "probability": 0.72080078125}, {"start": 57.26, "end": 57.98, "word": " و", "probability": 0.7373046875}, {"start": 57.98, "end": 58.24, "word": " خلاص", "probability": 0.9249674479166666}, {"start": 58.24, "end": 58.54, "word": " بتصير", "probability": 0.916015625}, {"start": 58.54, "end": 59.02, "word": " خمستاش", "probability": 0.9547119140625}, {"start": 59.02, "end": 59.16, "word": " في", "probability": 0.90087890625}, {"start": 59.16, "end": 59.36, "word": " 0", "probability": 0.3291015625}, {"start": 59.36, "end": 60.24, "word": ".1", "probability": 0.986083984375}, {"start": 60.24, "end": 61.48, "word": " بس", "probability": 0.9140625}, {"start": 61.48, "end": 61.86, "word": " و", "probability": 0.499267578125}, {"start": 61.86, "end": 62.28, "word": " بجمعها", "probability": 0.9623046875}, {"start": 62.28, "end": 62.56, "word": " على", "probability": 0.89453125}, {"start": 62.56, "end": 62.8, "word": " ال", "probability": 0.97314453125}, {"start": 62.8, "end": 63.04, "word": " center", "probability": 0.481689453125}, {"start": 63.04, "end": 63.44, "word": " الهادي", "probability": 0.5690511067708334}, {"start": 63.44, "end": 63.5, "word": " و", "probability": 0.443603515625}, {"start": 63.5, "end": 63.78, "word": " بجمعها", "probability": 0.98876953125}, {"start": 63.78, "end": 63.88, "word": " على", "probability": 0.93896484375}, {"start": 63.88, "end": 63.96, "word": " ال", "probability": 0.8974609375}, {"start": 63.96, "end": 64.1, "word": " center", "probability": 0.83837890625}, {"start": 64.1, "end": 64.34, "word": " الهادي", "probability": 0.9734700520833334}, {"start": 64.34, "end": 64.7, "word": " فصارت", "probability": 0.885986328125}, {"start": 64.7, "end": 64.9, "word": " تلت", "probability": 0.9427083333333334}, {"start": 64.9, "end": 65.22, "word": " عملية", "probability": 0.8902994791666666}, {"start": 65.22, "end": 65.6, "word": " جمعه", "probability": 0.936767578125}, {"start": 65.6, "end": 65.9, "word": " بس", "probability": 0.994873046875}, {"start": 65.9, "end": 67.4, "word": " هي", "probability": 0.432861328125}, {"start": 67.4, "end": 68.26, "word": " التبسيط", "probability": 0.97841796875}, {"start": 68.26, "end": 68.4, "word": " في", "probability": 0.9228515625}, {"start": 68.4, "end": 68.9, "word": " الموضوع", "probability": 0.9991455078125}, {"start": 68.9, "end": 69.56, "word": " فهو", "probability": 0.97021484375}, {"start": 69.56, "end": 69.94, "word": " بسط", "probability": 0.9739583333333334}, {"start": 69.94, "end": 70.28, "word": " الموضوع", "probability": 0.998046875}, {"start": 70.28, "end": 70.52, "word": " اما", "probability": 0.64990234375}, {"start": 70.52, "end": 70.7, "word": " ما", "probability": 0.9345703125}, {"start": 70.7, "end": 70.98, "word": " قبل", "probability": 0.991455078125}, {"start": 70.98, "end": 71.34, "word": " ذلك", "probability": 0.99462890625}, {"start": 71.34, "end": 71.56, "word": " هو", "probability": 0.97607421875}, {"start": 71.56, "end": 71.9, "word": " هو", "probability": 0.6953125}, {"start": 71.9, "end": 73.04, "word": " كل", "probability": 0.751953125}, {"start": 73.04, "end": 73.66, "word": " من", "probability": 0.984375}, {"start": 73.66, "end": 73.98, "word": " عملية", "probability": 0.9664713541666666}, {"start": 73.98, "end": 74.14, "word": " ال", "probability": 0.9375}, {"start": 74.14, "end": 74.86, "word": " classification", "probability": 0.06878662109375}, {"start": 74.86, "end": 75.74, "word": " عملية", "probability": 0.9625651041666666}, {"start": 75.74, "end": 75.86, "word": " ال", "probability": 0.9384765625}, {"start": 75.86, "end": 76.32, "word": " evaluation", "probability": 0.98583984375}, {"start": 76.32, "end": 76.88, "word": " عملية", "probability": 0.9482421875}, {"start": 76.88, "end": 77.0, "word": " ال", "probability": 0.978515625}, {"start": 77.0, "end": 77.56, "word": " aggregation", "probability": 0.93798828125}, {"start": 77.56, "end": 78.18, "word": " كما", "probability": 0.951171875}, {"start": 78.18, "end": 78.52, "word": " هي", "probability": 0.94384765625}, {"start": 78.52, "end": 79.8, "word": " فاختلفوا", "probability": 0.9703125}, {"start": 79.8, "end": 80.12, "word": " بس", "probability": 0.994873046875}, {"start": 80.12, "end": 80.32, "word": " في", "probability": 0.95556640625}, {"start": 80.32, "end": 80.94, "word": " جزئية", "probability": 0.9737548828125}, {"start": 80.94, "end": 81.72, "word": " ال", "probability": 0.953125}, {"start": 81.72, "end": 83.12, "word": " diversification", "probability": 0.547149658203125}], "temperature": 1.0}, {"id": 4, "seek": 11447, "start": 85.17, "end": 114.47, "text": "فهذا signal اشتغل على الموضوع هذا فقط مش اكتر من هيك فخلينا نشوف كيف اتغيرت شكل النتائج هل بتبعد كتير او بتظل قريبة فهنا هي a3 b1 المفروض الناتج يكون على c1 فc1 لأ هو مش هيتعامل معاه ان c1 كانت", "tokens": [5172, 3224, 15730, 6358, 1975, 8592, 2655, 17082, 1211, 15844, 9673, 2407, 11242, 45367, 23758, 6156, 47432, 37893, 1975, 4117, 2655, 2288, 9154, 39896, 4117, 6156, 9778, 1211, 9957, 995, 8717, 8592, 38688, 9122, 33911, 1975, 2655, 17082, 13546, 2655, 13412, 28820, 28239, 2655, 16373, 7435, 8032, 1211, 39894, 3555, 22488, 9122, 2655, 13546, 1975, 2407, 39894, 19913, 1211, 12174, 16572, 49401, 6156, 3224, 8315, 39896, 257, 18, 272, 16, 9673, 5172, 32887, 11242, 28239, 9307, 7435, 7251, 30544, 15844, 269, 16, 6156, 66, 16, 5296, 10721, 31439, 37893, 8032, 36081, 3615, 10943, 1211, 20449, 40294, 16472, 269, 16, 25961, 2655], "avg_logprob": -0.16283701199526882, "compression_ratio": 1.6417910447761195, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 85.17, "end": 85.63, "word": "فهذا", "probability": 0.78564453125}, {"start": 85.63, "end": 86.29, "word": " signal", "probability": 0.1552734375}, {"start": 86.29, "end": 87.27, "word": " اشتغل", "probability": 0.90888671875}, {"start": 87.27, "end": 87.45, "word": " على", "probability": 0.8857421875}, {"start": 87.45, "end": 88.11, "word": " الموضوع", "probability": 0.9556884765625}, {"start": 88.11, "end": 88.35, "word": " هذا", "probability": 0.78857421875}, {"start": 88.35, "end": 88.73, "word": " فقط", "probability": 0.991943359375}, {"start": 88.73, "end": 88.93, "word": " مش", "probability": 0.775390625}, {"start": 88.93, "end": 89.27, "word": " اكتر", "probability": 0.9052734375}, {"start": 89.27, "end": 89.43, "word": " من", "probability": 0.98974609375}, {"start": 89.43, "end": 89.77, "word": " هيك", "probability": 0.884033203125}, {"start": 89.77, "end": 92.01, "word": " فخلينا", "probability": 0.71865234375}, {"start": 92.01, "end": 92.55, "word": " نشوف", "probability": 0.9969075520833334}, {"start": 92.55, "end": 94.07, "word": " كيف", "probability": 0.966796875}, {"start": 94.07, "end": 94.99, "word": " اتغيرت", "probability": 0.98056640625}, {"start": 94.99, "end": 95.71, "word": " شكل", "probability": 0.980712890625}, {"start": 95.71, "end": 97.11, "word": " النتائج", "probability": 0.9283447265625}, {"start": 97.11, "end": 97.41, "word": " هل", "probability": 0.966064453125}, {"start": 97.41, "end": 97.79, "word": " بتبعد", "probability": 0.9415690104166666}, {"start": 97.79, "end": 98.27, "word": " كتير", "probability": 0.97265625}, {"start": 98.27, "end": 98.81, "word": " او", "probability": 0.810791015625}, {"start": 98.81, "end": 99.29, "word": " بتظل", "probability": 0.7255859375}, {"start": 99.29, "end": 100.03, "word": " قريبة", "probability": 0.98388671875}, {"start": 100.03, "end": 103.83, "word": " فهنا", "probability": 0.9069010416666666}, {"start": 103.83, "end": 104.83, "word": " هي", "probability": 0.56005859375}, {"start": 104.83, "end": 105.43, "word": " a3", "probability": 0.6641845703125}, {"start": 105.43, "end": 107.21, "word": " b1", "probability": 0.6495361328125}, {"start": 107.21, "end": 108.09, "word": " المفروض", "probability": 0.9921875}, {"start": 108.09, "end": 108.71, "word": " الناتج", "probability": 0.8766276041666666}, {"start": 108.71, "end": 109.15, "word": " يكون", "probability": 0.986083984375}, {"start": 109.15, "end": 109.43, "word": " على", "probability": 0.9267578125}, {"start": 109.43, "end": 110.43, "word": " c1", "probability": 0.95751953125}, {"start": 110.43, "end": 111.65, "word": " فc1", "probability": 0.7215169270833334}, {"start": 111.65, "end": 111.93, "word": " لأ", "probability": 0.771240234375}, {"start": 111.93, "end": 112.03, "word": " هو", "probability": 0.90625}, {"start": 112.03, "end": 112.17, "word": " مش", "probability": 0.9775390625}, {"start": 112.17, "end": 112.73, "word": " هيتعامل", "probability": 0.96552734375}, {"start": 112.73, "end": 113.05, "word": " معاه", "probability": 0.7349853515625}, {"start": 113.05, "end": 113.19, "word": " ان", "probability": 0.87646484375}, {"start": 113.19, "end": 113.75, "word": " c1", "probability": 0.724365234375}, {"start": 113.75, "end": 114.47, "word": " كانت", "probability": 0.973876953125}], "temperature": 1.0}, {"id": 5, "seek": 14268, "start": 115.66, "end": 142.68, "text": "بهذا الشكل فهو أخد شكل كامل continuous area ويرسم ليها بهذا الشكل لأ هو مش هيشتغل ال continuous area ال continuous area كانت مناسبة لما كنت بشتغل على integration لأن عشان هي كانت ال integration في ممداني لإن بشتغل على area under the curve فانا كنت باخد ال curve كامل و ال area تحته كل المنطقة المضللة هنا لأ هنا بيقول أنا بدي ال center بس فحقول في K واحد", "tokens": [3555, 3224, 15730, 25124, 28820, 6156, 3224, 2407, 5551, 9778, 3215, 13412, 28820, 9122, 10943, 1211, 10957, 1859, 4032, 13546, 38251, 32239, 11296, 39627, 15730, 25124, 28820, 5296, 10721, 31439, 37893, 8032, 1829, 8592, 2655, 17082, 1211, 2423, 10957, 1859, 2423, 10957, 1859, 25961, 2655, 3714, 8315, 35457, 3660, 5296, 15042, 9122, 29399, 4724, 8592, 2655, 17082, 1211, 15844, 10980, 5296, 33456, 6225, 8592, 7649, 39896, 25961, 2655, 2423, 10980, 8978, 3714, 2304, 3215, 7649, 1829, 5296, 28814, 1863, 4724, 8592, 2655, 17082, 1211, 15844, 1859, 833, 264, 7605, 6156, 7649, 995, 9122, 29399, 4724, 47283, 3215, 2423, 7605, 9122, 10943, 1211, 4032, 2423, 1859, 6055, 33753, 3224, 28242, 9673, 1863, 9566, 28671, 9673, 11242, 1211, 37977, 34105, 5296, 10721, 34105, 4724, 1829, 39648, 41850, 4724, 16254, 2423, 3056, 4724, 3794, 6156, 5016, 39648, 8978, 591, 36764, 24401], "avg_logprob": -0.14152427457219405, "compression_ratio": 1.970909090909091, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 115.66, "end": 116.18, "word": "بهذا", "probability": 0.8494466145833334}, {"start": 116.18, "end": 116.68, "word": " الشكل", "probability": 0.987548828125}, {"start": 116.68, "end": 117.38, "word": " فهو", "probability": 0.95166015625}, {"start": 117.38, "end": 117.86, "word": " أخد", "probability": 0.9108072916666666}, {"start": 117.86, "end": 119.26, "word": " شكل", "probability": 0.8671875}, {"start": 119.26, "end": 119.82, "word": " كامل", "probability": 0.9952799479166666}, {"start": 119.82, "end": 120.54, "word": " continuous", "probability": 0.85595703125}, {"start": 120.54, "end": 121.38, "word": " area", "probability": 0.8173828125}, {"start": 121.38, "end": 123.0, "word": " ويرسم", "probability": 0.82763671875}, {"start": 123.0, "end": 123.3, "word": " ليها", "probability": 0.820556640625}, {"start": 123.3, "end": 123.6, "word": " بهذا", "probability": 0.9599609375}, {"start": 123.6, "end": 123.98, "word": " الشكل", "probability": 0.990478515625}, {"start": 123.98, "end": 124.2, "word": " لأ", "probability": 0.733154296875}, {"start": 124.2, "end": 124.26, "word": " هو", "probability": 0.76025390625}, {"start": 124.26, "end": 124.38, "word": " مش", "probability": 0.85791015625}, {"start": 124.38, "end": 124.7, "word": " هيشتغل", "probability": 0.865478515625}, {"start": 124.7, "end": 124.8, "word": " ال", "probability": 0.2330322265625}, {"start": 124.8, "end": 125.18, "word": " continuous", "probability": 0.9052734375}, {"start": 125.18, "end": 125.54, "word": " area", "probability": 0.8818359375}, {"start": 125.54, "end": 126.1, "word": " ال", "probability": 0.3916015625}, {"start": 126.1, "end": 126.46, "word": " continuous", "probability": 0.919921875}, {"start": 126.46, "end": 126.84, "word": " area", "probability": 0.89404296875}, {"start": 126.84, "end": 127.14, "word": " كانت", "probability": 0.980224609375}, {"start": 127.14, "end": 127.58, "word": " مناسبة", "probability": 0.98193359375}, {"start": 127.58, "end": 127.72, "word": " لما", "probability": 0.920166015625}, {"start": 127.72, "end": 127.92, "word": " كنت", "probability": 0.9892578125}, {"start": 127.92, "end": 128.38, "word": " بشتغل", "probability": 0.9876953125}, {"start": 128.38, "end": 128.62, "word": " على", "probability": 0.6845703125}, {"start": 128.62, "end": 129.52, "word": " integration", "probability": 0.9833984375}, {"start": 129.52, "end": 130.16, "word": " لأن", "probability": 0.81298828125}, {"start": 130.16, "end": 130.42, "word": " عشان", "probability": 0.9461263020833334}, {"start": 130.42, "end": 130.5, "word": " هي", "probability": 0.91455078125}, {"start": 130.5, "end": 130.78, "word": " كانت", "probability": 0.653076171875}, {"start": 130.78, "end": 130.84, "word": " ال", "probability": 0.98828125}, {"start": 130.84, "end": 131.18, "word": " integration", "probability": 0.9755859375}, {"start": 131.18, "end": 131.38, "word": " في", "probability": 0.91748046875}, {"start": 131.38, "end": 131.98, "word": " ممداني", "probability": 0.9140625}, {"start": 131.98, "end": 132.56, "word": " لإن", "probability": 0.7390950520833334}, {"start": 132.56, "end": 132.92, "word": " بشتغل", "probability": 0.955859375}, {"start": 132.92, "end": 133.06, "word": " على", "probability": 0.8251953125}, {"start": 133.06, "end": 133.28, "word": " area", "probability": 0.86328125}, {"start": 133.28, "end": 133.5, "word": " under", "probability": 0.89208984375}, {"start": 133.5, "end": 133.68, "word": " the", "probability": 0.69921875}, {"start": 133.68, "end": 133.92, "word": " curve", "probability": 0.96630859375}, {"start": 133.92, "end": 134.42, "word": " فانا", "probability": 0.8605143229166666}, {"start": 134.42, "end": 134.6, "word": " كنت", "probability": 0.992919921875}, {"start": 134.6, "end": 134.9, "word": " باخد", "probability": 0.9827473958333334}, {"start": 134.9, "end": 135.02, "word": " ال", "probability": 0.7021484375}, {"start": 135.02, "end": 135.22, "word": " curve", "probability": 0.98193359375}, {"start": 135.22, "end": 135.78, "word": " كامل", "probability": 0.9944661458333334}, {"start": 135.78, "end": 136.16, "word": " و", "probability": 0.7236328125}, {"start": 136.16, "end": 136.26, "word": " ال", "probability": 0.9658203125}, {"start": 136.26, "end": 136.44, "word": " area", "probability": 0.9130859375}, {"start": 136.44, "end": 136.94, "word": " تحته", "probability": 0.9894205729166666}, {"start": 136.94, "end": 137.34, "word": " كل", "probability": 0.955078125}, {"start": 137.34, "end": 137.78, "word": " المنطقة", "probability": 0.9732666015625}, {"start": 137.78, "end": 138.3, "word": " المضللة", "probability": 0.9273681640625}, {"start": 138.3, "end": 138.78, "word": " هنا", "probability": 0.923828125}, {"start": 138.78, "end": 139.02, "word": " لأ", "probability": 0.96630859375}, {"start": 139.02, "end": 139.22, "word": " هنا", "probability": 0.78662109375}, {"start": 139.22, "end": 139.48, "word": " بيقول", "probability": 0.8693033854166666}, {"start": 139.48, "end": 139.62, "word": " أنا", "probability": 0.2435302734375}, {"start": 139.62, "end": 139.82, "word": " بدي", "probability": 0.92236328125}, {"start": 139.82, "end": 139.9, "word": " ال", "probability": 0.8876953125}, {"start": 139.9, "end": 140.1, "word": " center", "probability": 0.81591796875}, {"start": 140.1, "end": 140.4, "word": " بس", "probability": 0.974853515625}, {"start": 140.4, "end": 141.04, "word": " فحقول", "probability": 0.8785807291666666}, {"start": 141.04, "end": 141.28, "word": " في", "probability": 0.94580078125}, {"start": 141.28, "end": 141.76, "word": " K", "probability": 0.430908203125}, {"start": 141.76, "end": 142.68, "word": " واحد", "probability": 0.740478515625}], "temperature": 1.0}, {"id": 6, "seek": 17316, "start": 143.94, "end": 173.16, "text": "هذه قيمة ممثلة لـ C1 وخلاص وانت حر حط طويل ما بدك الـ K1 هذه وفي عند K2 و K3 حسب كان عند C1 C2 C3 تمام إذا الناتج هنا عند K1 فباجي عند K1 و باخد pulse على جد ال degree of membership بس على جد degree of membership خلصنا degree تانية", "tokens": [3224, 24192, 12174, 32640, 3660, 3714, 2304, 12984, 37977, 5296, 39184, 383, 16, 4032, 9778, 1211, 33546, 4032, 7649, 2655, 11331, 2288, 11331, 9566, 23032, 2407, 26895, 19446, 47525, 4117, 2423, 39184, 591, 16, 29538, 4032, 41185, 43242, 591, 17, 4032, 591, 18, 11331, 35457, 25961, 43242, 383, 16, 383, 17, 383, 18, 46811, 10943, 11933, 15730, 28239, 9307, 7435, 34105, 43242, 591, 16, 6156, 3555, 26108, 1829, 43242, 591, 16, 4032, 4724, 47283, 3215, 17709, 15844, 10874, 3215, 2423, 4314, 295, 16560, 4724, 3794, 15844, 10874, 3215, 4314, 295, 16560, 16490, 1211, 9381, 8315, 4314, 6055, 7649, 10632], "avg_logprob": -0.20390624731779097, "compression_ratio": 1.5972222222222223, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 143.94, "end": 144.34, "word": "هذه", "probability": 0.69677734375}, {"start": 144.34, "end": 144.98, "word": " قيمة", "probability": 0.97314453125}, {"start": 144.98, "end": 145.7, "word": " ممثلة", "probability": 0.9697265625}, {"start": 145.7, "end": 146.28, "word": " لـ", "probability": 0.739990234375}, {"start": 146.28, "end": 146.66, "word": " C1", "probability": 0.752197265625}, {"start": 146.66, "end": 147.18, "word": " وخلاص", "probability": 0.8040771484375}, {"start": 147.18, "end": 148.8, "word": " وانت", "probability": 0.83837890625}, {"start": 148.8, "end": 149.0, "word": " حر", "probability": 0.91552734375}, {"start": 149.0, "end": 149.2, "word": " حط", "probability": 0.86572265625}, {"start": 149.2, "end": 149.38, "word": " طويل", "probability": 0.70849609375}, {"start": 149.38, "end": 149.5, "word": " ما", "probability": 0.86865234375}, {"start": 149.5, "end": 149.72, "word": " بدك", "probability": 0.892822265625}, {"start": 149.72, "end": 149.92, "word": " الـ", "probability": 0.379364013671875}, {"start": 149.92, "end": 151.34, "word": " K1", "probability": 0.76171875}, {"start": 151.34, "end": 151.68, "word": " هذه", "probability": 0.58984375}, {"start": 151.68, "end": 152.5, "word": " وفي", "probability": 0.849609375}, {"start": 152.5, "end": 152.7, "word": " عند", "probability": 0.828125}, {"start": 152.7, "end": 153.32, "word": " K2", "probability": 0.782958984375}, {"start": 153.32, "end": 154.72, "word": " و", "probability": 0.96240234375}, {"start": 154.72, "end": 156.26, "word": " K3", "probability": 0.843017578125}, {"start": 156.26, "end": 156.76, "word": " حسب", "probability": 0.977783203125}, {"start": 156.76, "end": 156.96, "word": " كان", "probability": 0.9033203125}, {"start": 156.96, "end": 157.12, "word": " عند", "probability": 0.84326171875}, {"start": 157.12, "end": 157.5, "word": " C1", "probability": 0.803955078125}, {"start": 157.5, "end": 157.82, "word": " C2", "probability": 0.626953125}, {"start": 157.82, "end": 158.28, "word": " C3", "probability": 0.9208984375}, {"start": 158.28, "end": 159.14, "word": " تمام", "probability": 0.743896484375}, {"start": 159.14, "end": 159.5, "word": " إذا", "probability": 0.78955078125}, {"start": 159.5, "end": 159.92, "word": " الناتج", "probability": 0.8258463541666666}, {"start": 159.92, "end": 160.24, "word": " هنا", "probability": 0.990234375}, {"start": 160.24, "end": 161.6, "word": " عند", "probability": 0.978515625}, {"start": 161.6, "end": 162.68, "word": " K1", "probability": 0.983642578125}, {"start": 162.68, "end": 163.44, "word": " فباجي", "probability": 0.7928466796875}, {"start": 163.44, "end": 163.62, "word": " عند", "probability": 0.9755859375}, {"start": 163.62, "end": 164.14, "word": " K1", "probability": 0.982177734375}, {"start": 164.14, "end": 164.38, "word": " و", "probability": 0.8017578125}, {"start": 164.38, "end": 164.8, "word": " باخد", "probability": 0.9755859375}, {"start": 164.8, "end": 165.24, "word": " pulse", "probability": 0.27294921875}, {"start": 165.24, "end": 165.52, "word": " على", "probability": 0.857421875}, {"start": 165.52, "end": 166.0, "word": " جد", "probability": 0.997314453125}, {"start": 166.0, "end": 166.86, "word": " ال", "probability": 0.7392578125}, {"start": 166.86, "end": 167.18, "word": " degree", "probability": 0.97900390625}, {"start": 167.18, "end": 167.92, "word": " of", "probability": 0.91748046875}, {"start": 167.92, "end": 168.36, "word": " membership", "probability": 0.79931640625}, {"start": 168.36, "end": 169.02, "word": " بس", "probability": 0.82421875}, {"start": 169.02, "end": 169.54, "word": " على", "probability": 0.70654296875}, {"start": 169.54, "end": 169.7, "word": " جد", "probability": 0.998046875}, {"start": 169.7, "end": 169.94, "word": " degree", "probability": 0.52197265625}, {"start": 169.94, "end": 170.06, "word": " of", "probability": 0.92041015625}, {"start": 170.06, "end": 170.46, "word": " membership", "probability": 0.8876953125}, {"start": 170.46, "end": 171.32, "word": " خلصنا", "probability": 0.974365234375}, {"start": 171.32, "end": 172.62, "word": " degree", "probability": 0.77978515625}, {"start": 172.62, "end": 173.16, "word": " تانية", "probability": 0.98193359375}], "temperature": 1.0}, {"id": 7, "seek": 20212, "start": 174.22, "end": 202.12, "text": "برضه هناخد منها pulse ل ال rule التانية و كذلك ال rule التالتة فصار عندى الناتج تجميحهم كله على بعضه بهذا الشكل pulse اتنين تلاتة فقط فصارت العملية الحسابية كتير أخف و أبسط فبنرجع لل center of gravity تماما زى ما اشتغلنا قبل ذلك هيطلع عندى التلاتة هدول", "tokens": [3555, 43042, 3224, 8032, 1863, 47283, 3215, 9154, 11296, 17709, 5296, 2423, 4978, 16712, 7649, 10632, 4032, 9122, 8848, 23275, 2423, 4978, 16712, 6027, 2655, 3660, 6156, 9381, 9640, 43242, 7578, 28239, 9307, 7435, 6055, 7435, 2304, 1829, 5016, 16095, 28242, 3224, 15844, 45030, 11242, 3224, 39627, 15730, 25124, 28820, 17709, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 6156, 47432, 6156, 9381, 9640, 2655, 18863, 42213, 10632, 21542, 3794, 16758, 10632, 9122, 2655, 13546, 5551, 9778, 5172, 4032, 5551, 3555, 3794, 9566, 6156, 3555, 1863, 47341, 3615, 24976, 3056, 295, 12110, 46811, 10943, 995, 30767, 7578, 19446, 1975, 8592, 2655, 17082, 1211, 8315, 12174, 36150, 29910, 23275, 8032, 1829, 9566, 1211, 3615, 43242, 7578, 16712, 1211, 9307, 3660, 8032, 3215, 12610], "avg_logprob": -0.17378048756258274, "compression_ratio": 1.7096774193548387, "no_speech_prob": 8.940696716308594e-07, "words": [{"start": 174.22, "end": 174.62, "word": "برضه", "probability": 0.7902018229166666}, {"start": 174.62, "end": 175.02, "word": " هناخد", "probability": 0.8831787109375}, {"start": 175.02, "end": 175.26, "word": " منها", "probability": 0.96142578125}, {"start": 175.26, "end": 175.6, "word": " pulse", "probability": 0.1265869140625}, {"start": 175.6, "end": 176.3, "word": " ل", "probability": 0.62646484375}, {"start": 176.3, "end": 176.78, "word": " ال", "probability": 0.484375}, {"start": 176.78, "end": 176.94, "word": " rule", "probability": 0.335205078125}, {"start": 176.94, "end": 177.5, "word": " التانية", "probability": 0.9334309895833334}, {"start": 177.5, "end": 178.04, "word": " و", "probability": 0.8896484375}, {"start": 178.04, "end": 178.4, "word": " كذلك", "probability": 0.9305013020833334}, {"start": 178.4, "end": 178.54, "word": " ال", "probability": 0.9453125}, {"start": 178.54, "end": 178.66, "word": " rule", "probability": 0.94384765625}, {"start": 178.66, "end": 179.0, "word": " التالتة", "probability": 0.9217529296875}, {"start": 179.0, "end": 179.3, "word": " فصار", "probability": 0.8273111979166666}, {"start": 179.3, "end": 179.68, "word": " عندى", "probability": 0.763427734375}, {"start": 179.68, "end": 180.78, "word": " الناتج", "probability": 0.8365885416666666}, {"start": 180.78, "end": 181.76, "word": " تجميحهم", "probability": 0.9324544270833334}, {"start": 181.76, "end": 182.1, "word": " كله", "probability": 0.963134765625}, {"start": 182.1, "end": 182.28, "word": " على", "probability": 0.81103515625}, {"start": 182.28, "end": 183.04, "word": " بعضه", "probability": 0.93408203125}, {"start": 183.04, "end": 183.64, "word": " بهذا", "probability": 0.932373046875}, {"start": 183.64, "end": 184.02, "word": " الشكل", "probability": 0.990966796875}, {"start": 184.02, "end": 184.68, "word": " pulse", "probability": 0.5234375}, {"start": 184.68, "end": 185.98, "word": " اتنين", "probability": 0.757965087890625}, {"start": 185.98, "end": 187.16, "word": " تلاتة", "probability": 0.9150390625}, {"start": 187.16, "end": 187.9, "word": " فقط", "probability": 0.990966796875}, {"start": 187.9, "end": 190.32, "word": " فصارت", "probability": 0.91552734375}, {"start": 190.32, "end": 190.72, "word": " العملية", "probability": 0.9772135416666666}, {"start": 190.72, "end": 191.22, "word": " الحسابية", "probability": 0.9901123046875}, {"start": 191.22, "end": 192.12, "word": " كتير", "probability": 0.9666341145833334}, {"start": 192.12, "end": 192.7, "word": " أخف", "probability": 0.8103841145833334}, {"start": 192.7, "end": 192.9, "word": " و", "probability": 0.97216796875}, {"start": 192.9, "end": 193.62, "word": " أبسط", "probability": 0.84393310546875}, {"start": 193.62, "end": 195.1, "word": " فبنرجع", "probability": 0.810546875}, {"start": 195.1, "end": 195.36, "word": " لل", "probability": 0.33837890625}, {"start": 195.36, "end": 195.68, "word": " center", "probability": 0.6220703125}, {"start": 195.68, "end": 195.9, "word": " of", "probability": 0.97509765625}, {"start": 195.9, "end": 196.34, "word": " gravity", "probability": 0.6259765625}, {"start": 196.34, "end": 197.46, "word": " تماما", "probability": 0.9801432291666666}, {"start": 197.46, "end": 197.9, "word": " زى", "probability": 0.878173828125}, {"start": 197.9, "end": 197.98, "word": " ما", "probability": 0.95458984375}, {"start": 197.98, "end": 198.46, "word": " اشتغلنا", "probability": 0.9117024739583334}, {"start": 198.46, "end": 198.94, "word": " قبل", "probability": 0.992919921875}, {"start": 198.94, "end": 199.54, "word": " ذلك", "probability": 0.990478515625}, {"start": 199.54, "end": 200.72, "word": " هيطلع", "probability": 0.89296875}, {"start": 200.72, "end": 201.14, "word": " عندى", "probability": 0.88330078125}, {"start": 201.14, "end": 201.86, "word": " التلاتة", "probability": 0.9453125}, {"start": 201.86, "end": 202.12, "word": " هدول", "probability": 0.8507486979166666}], "temperature": 1.0}, {"id": 8, "seek": 23219, "start": 204.25, "end": 232.19, "text": "هذه واحدة وهذه تنتين وهذه تلاتة okay هذه ال aggregation هيها وماغيرناش عن الباقية يعني ال aggregation نفس الفكرة هي هي ال okay الآن أخر شغلة هناخد ال degree of relationship عند K واحد أنا جديش اخترتها مضروبة في ال K واحد فجديش القيمة اللي هنا بما هي مرسومة هنا", "tokens": [3224, 24192, 36764, 24401, 3660, 37037, 24192, 6055, 29399, 9957, 37037, 24192, 6055, 1211, 9307, 3660, 1392, 29538, 2423, 16743, 399, 39896, 11296, 4032, 15042, 17082, 13546, 1863, 33599, 18871, 29739, 995, 4587, 10632, 37495, 22653, 2423, 16743, 399, 8717, 36178, 27188, 4117, 25720, 39896, 39896, 2423, 1392, 6024, 48506, 5551, 34740, 13412, 17082, 37977, 8032, 1863, 47283, 3215, 2423, 4314, 295, 2480, 43242, 591, 36764, 24401, 41850, 10874, 16254, 8592, 1975, 46456, 43500, 11296, 3714, 11242, 32887, 49401, 8978, 2423, 591, 36764, 24401, 6156, 7435, 16254, 8592, 25062, 32640, 3660, 13672, 1829, 34105, 4724, 15042, 39896, 3714, 2288, 3794, 20498, 3660, 34105], "avg_logprob": -0.25585938646243167, "compression_ratio": 1.8217391304347825, "no_speech_prob": 0.0, "words": [{"start": 204.25, "end": 204.53, "word": "هذه", "probability": 0.73876953125}, {"start": 204.53, "end": 205.01, "word": " واحدة", "probability": 0.9537760416666666}, {"start": 205.01, "end": 205.59, "word": " وهذه", "probability": 0.7196044921875}, {"start": 205.59, "end": 206.17, "word": " تنتين", "probability": 0.6775309244791666}, {"start": 206.17, "end": 206.95, "word": " وهذه", "probability": 0.934326171875}, {"start": 206.95, "end": 209.01, "word": " تلاتة", "probability": 0.935546875}, {"start": 209.01, "end": 211.17, "word": " okay", "probability": 0.128173828125}, {"start": 211.17, "end": 211.93, "word": " هذه", "probability": 0.537109375}, {"start": 211.93, "end": 212.25, "word": " ال", "probability": 0.397216796875}, {"start": 212.25, "end": 212.75, "word": " aggregation", "probability": 0.8251953125}, {"start": 212.75, "end": 213.13, "word": " هيها", "probability": 0.39239501953125}, {"start": 213.13, "end": 214.35, "word": " وماغيرناش", "probability": 0.7043863932291666}, {"start": 214.35, "end": 214.49, "word": " عن", "probability": 0.9345703125}, {"start": 214.49, "end": 214.83, "word": " الباقية", "probability": 0.839111328125}, {"start": 214.83, "end": 214.97, "word": " يعني", "probability": 0.818359375}, {"start": 214.97, "end": 215.05, "word": " ال", "probability": 0.95849609375}, {"start": 215.05, "end": 215.37, "word": " aggregation", "probability": 0.9716796875}, {"start": 215.37, "end": 215.57, "word": " نفس", "probability": 0.96630859375}, {"start": 215.57, "end": 215.97, "word": " الفكرة", "probability": 0.99267578125}, {"start": 215.97, "end": 216.31, "word": " هي", "probability": 0.86474609375}, {"start": 216.31, "end": 216.57, "word": " هي", "probability": 0.6904296875}, {"start": 216.57, "end": 217.37, "word": " ال", "probability": 0.42431640625}, {"start": 217.37, "end": 217.65, "word": " okay", "probability": 0.66259765625}, {"start": 217.65, "end": 218.43, "word": " الآن", "probability": 0.657958984375}, {"start": 218.43, "end": 219.05, "word": " أخر", "probability": 0.78076171875}, {"start": 219.05, "end": 219.53, "word": " شغلة", "probability": 0.89892578125}, {"start": 219.53, "end": 220.89, "word": " هناخد", "probability": 0.8839111328125}, {"start": 220.89, "end": 221.31, "word": " ال", "probability": 0.95361328125}, {"start": 221.31, "end": 221.77, "word": " degree", "probability": 0.98388671875}, {"start": 221.77, "end": 222.17, "word": " of", "probability": 0.98046875}, {"start": 222.17, "end": 223.37, "word": " relationship", "probability": 0.89306640625}, {"start": 223.37, "end": 223.91, "word": " عند", "probability": 0.859375}, {"start": 223.91, "end": 224.19, "word": " K", "probability": 0.55078125}, {"start": 224.19, "end": 224.69, "word": " واحد", "probability": 0.6993408203125}, {"start": 224.69, "end": 224.93, "word": " أنا", "probability": 0.72900390625}, {"start": 224.93, "end": 225.19, "word": " جديش", "probability": 0.6333821614583334}, {"start": 225.19, "end": 225.83, "word": " اخترتها", "probability": 0.8485107421875}, {"start": 225.83, "end": 227.13, "word": " مضروبة", "probability": 0.9434814453125}, {"start": 227.13, "end": 227.23, "word": " في", "probability": 0.9638671875}, {"start": 227.23, "end": 227.33, "word": " ال", "probability": 0.88720703125}, {"start": 227.33, "end": 227.47, "word": " K", "probability": 0.92529296875}, {"start": 227.47, "end": 227.85, "word": " واحد", "probability": 0.990234375}, {"start": 227.85, "end": 228.73, "word": " فجديش", "probability": 0.92041015625}, {"start": 228.73, "end": 229.11, "word": " القيمة", "probability": 0.9583333333333334}, {"start": 229.11, "end": 229.25, "word": " اللي", "probability": 0.911865234375}, {"start": 229.25, "end": 229.61, "word": " هنا", "probability": 0.990234375}, {"start": 229.61, "end": 231.09, "word": " بما", "probability": 0.51495361328125}, {"start": 231.09, "end": 231.27, "word": " هي", "probability": 0.93603515625}, {"start": 231.27, "end": 232.03, "word": " مرسومة", "probability": 0.9609375}, {"start": 232.03, "end": 232.19, "word": " هنا", "probability": 0.55810546875}], "temperature": 1.0}, {"id": 9, "seek": 24672, "start": 234.16, "end": 246.72, "text": "K1 K2 و K3 K1 قداش ممكن نقول مثلا نكون مجسمينها من صفر", "tokens": [42, 16, 591, 17, 4032, 591, 18, 591, 16, 12174, 3215, 33599, 3714, 43020, 8717, 39648, 50113, 15040, 8717, 30544, 3714, 7435, 38251, 9957, 11296, 9154, 20328, 5172, 2288], "avg_logprob": -0.23671875049670538, "compression_ratio": 1.1, "no_speech_prob": 0.0, "words": [{"start": 234.16, "end": 234.9, "word": "K1", "probability": 0.523193359375}, {"start": 234.9, "end": 236.42, "word": " K2", "probability": 0.6644287109375}, {"start": 236.42, "end": 237.14, "word": " و", "probability": 0.6875}, {"start": 237.14, "end": 240.08, "word": " K3", "probability": 0.81689453125}, {"start": 240.08, "end": 242.64, "word": " K1", "probability": 0.4158935546875}, {"start": 242.64, "end": 243.24, "word": " قداش", "probability": 0.8333333333333334}, {"start": 243.24, "end": 243.94, "word": " ممكن", "probability": 0.89794921875}, {"start": 243.94, "end": 244.24, "word": " نقول", "probability": 0.96923828125}, {"start": 244.24, "end": 244.64, "word": " مثلا", "probability": 0.9501953125}, {"start": 244.64, "end": 245.1, "word": " نكون", "probability": 0.778564453125}, {"start": 245.1, "end": 245.74, "word": " مجسمينها", "probability": 0.94765625}, {"start": 245.74, "end": 245.94, "word": " من", "probability": 0.99169921875}, {"start": 245.94, "end": 246.72, "word": " صفر", "probability": 0.97216796875}], "temperature": 1.0}, {"id": 10, "seek": 26512, "start": 247.38, "end": 265.12, "text": "لواحد انجسمهم ربع مثلا نص و تلات تربع يجوز ممكن نغير 0.2 0.5 0.8 ممكن بصير اتفاق عليا جدش احنا هنا المثال عاملها 0.2", "tokens": [1211, 14407, 24401, 16472, 7435, 38251, 16095, 12602, 3555, 3615, 50113, 15040, 8717, 9381, 4032, 6055, 1211, 9307, 6055, 25513, 3615, 7251, 7435, 2407, 11622, 3714, 43020, 8717, 17082, 13546, 1958, 13, 17, 1958, 13, 20, 1958, 13, 23, 3714, 43020, 4724, 9381, 13546, 1975, 2655, 5172, 995, 4587, 11203, 25528, 10874, 3215, 8592, 1975, 5016, 8315, 34105, 9673, 12984, 6027, 6225, 10943, 1211, 11296, 1958, 13, 17], "avg_logprob": -0.21048460576845252, "compression_ratio": 1.481203007518797, "no_speech_prob": 0.0, "words": [{"start": 247.38, "end": 248.6, "word": "لواحد", "probability": 0.7291666666666666}, {"start": 248.6, "end": 249.5, "word": " انجسمهم", "probability": 0.7474365234375}, {"start": 249.5, "end": 250.78, "word": " ربع", "probability": 0.8697916666666666}, {"start": 250.78, "end": 251.1, "word": " مثلا", "probability": 0.9716796875}, {"start": 251.1, "end": 251.5, "word": " نص", "probability": 0.848876953125}, {"start": 251.5, "end": 252.04, "word": " و", "probability": 0.7626953125}, {"start": 252.04, "end": 252.34, "word": " تلات", "probability": 0.6385091145833334}, {"start": 252.34, "end": 252.76, "word": " تربع", "probability": 0.9070638020833334}, {"start": 252.76, "end": 253.68, "word": " يجوز", "probability": 0.9066162109375}, {"start": 253.68, "end": 255.24, "word": " ممكن", "probability": 0.943603515625}, {"start": 255.24, "end": 255.7, "word": " نغير", "probability": 0.9010416666666666}, {"start": 255.7, "end": 255.94, "word": " 0", "probability": 0.1756591796875}, {"start": 255.94, "end": 256.54, "word": ".2", "probability": 0.984619140625}, {"start": 256.54, "end": 257.0, "word": " 0", "probability": 0.6064453125}, {"start": 257.0, "end": 257.62, "word": ".5", "probability": 0.982666015625}, {"start": 257.62, "end": 257.84, "word": " 0", "probability": 0.81982421875}, {"start": 257.84, "end": 258.44, "word": ".8", "probability": 0.989501953125}, {"start": 258.44, "end": 259.48, "word": " ممكن", "probability": 0.958740234375}, {"start": 259.48, "end": 260.84, "word": " بصير", "probability": 0.7096354166666666}, {"start": 260.84, "end": 261.16, "word": " اتفاق", "probability": 0.97490234375}, {"start": 261.16, "end": 261.32, "word": " عليا", "probability": 0.5145263671875}, {"start": 261.32, "end": 261.62, "word": " جدش", "probability": 0.7076822916666666}, {"start": 261.62, "end": 261.86, "word": " احنا", "probability": 0.9508463541666666}, {"start": 261.86, "end": 262.06, "word": " هنا", "probability": 0.8818359375}, {"start": 262.06, "end": 262.82, "word": " المثال", "probability": 0.9474283854166666}, {"start": 262.82, "end": 263.3, "word": " عاملها", "probability": 0.869384765625}, {"start": 263.3, "end": 264.16, "word": " 0", "probability": 0.74072265625}, {"start": 264.16, "end": 265.12, "word": ".2", "probability": 0.99462890625}], "temperature": 1.0}, {"id": 11, "seek": 28420, "start": 266.0, "end": 284.2, "text": "0.5 و 0.8 فإذا عشرين تمانين خمسين و تمانين عشرين خمسين تمانين العشرين هندربها في جداش ال amplitude تبع ال pulse head اللي هي كانت 0.1 هنا 0.2 و 0.3", "tokens": [15, 13, 20, 4032, 1958, 13, 23, 6156, 28814, 15730, 6225, 46309, 9957, 46811, 7649, 9957, 16490, 2304, 3794, 9957, 4032, 46811, 7649, 9957, 6225, 46309, 9957, 16490, 2304, 3794, 9957, 46811, 7649, 9957, 18863, 46309, 9957, 8032, 41260, 25513, 11296, 8978, 10874, 3215, 33599, 2423, 27433, 6055, 3555, 3615, 2423, 17709, 1378, 13672, 1829, 39896, 25961, 2655, 1958, 13, 16, 34105, 1958, 13, 17, 4032, 1958, 13, 18], "avg_logprob": -0.2647321458373751, "compression_ratio": 1.5466666666666666, "no_speech_prob": 2.562999725341797e-06, "words": [{"start": 266.0, "end": 266.26, "word": "0", "probability": 0.1549072265625}, {"start": 266.26, "end": 266.98, "word": ".5", "probability": 0.880859375}, {"start": 266.98, "end": 267.42, "word": " و", "probability": 0.49609375}, {"start": 267.42, "end": 267.58, "word": " 0", "probability": 0.66943359375}, {"start": 267.58, "end": 268.44, "word": ".8", "probability": 0.9892578125}, {"start": 268.44, "end": 269.12, "word": " فإذا", "probability": 0.4881998697916667}, {"start": 269.12, "end": 269.76, "word": " عشرين", "probability": 0.73828125}, {"start": 269.76, "end": 270.74, "word": " تمانين", "probability": 0.5861002604166666}, {"start": 270.74, "end": 271.4, "word": " خمسين", "probability": 0.93701171875}, {"start": 271.4, "end": 271.7, "word": " و", "probability": 0.677734375}, {"start": 271.7, "end": 272.18, "word": " تمانين", "probability": 0.9597981770833334}, {"start": 272.18, "end": 272.66, "word": " عشرين", "probability": 0.720947265625}, {"start": 272.66, "end": 272.94, "word": " خمسين", "probability": 0.931884765625}, {"start": 272.94, "end": 273.36, "word": " تمانين", "probability": 0.9407552083333334}, {"start": 273.36, "end": 275.06, "word": " العشرين", "probability": 0.8556315104166666}, {"start": 275.06, "end": 275.68, "word": " هندربها", "probability": 0.72991943359375}, {"start": 275.68, "end": 275.78, "word": " في", "probability": 0.931640625}, {"start": 275.78, "end": 276.14, "word": " جداش", "probability": 0.8533528645833334}, {"start": 276.14, "end": 276.38, "word": " ال", "probability": 0.861328125}, {"start": 276.38, "end": 277.04, "word": " amplitude", "probability": 0.841796875}, {"start": 277.04, "end": 277.56, "word": " تبع", "probability": 0.8727213541666666}, {"start": 277.56, "end": 278.26, "word": " ال", "probability": 0.90625}, {"start": 278.26, "end": 278.52, "word": " pulse", "probability": 0.71728515625}, {"start": 278.52, "end": 278.74, "word": " head", "probability": 0.36181640625}, {"start": 278.74, "end": 278.86, "word": " اللي", "probability": 0.946044921875}, {"start": 278.86, "end": 279.04, "word": " هي", "probability": 0.52490234375}, {"start": 279.04, "end": 279.5, "word": " كانت", "probability": 0.935302734375}, {"start": 279.5, "end": 279.92, "word": " 0", "probability": 0.6689453125}, {"start": 279.92, "end": 280.46, "word": ".1", "probability": 0.9931640625}, {"start": 280.46, "end": 281.06, "word": " هنا", "probability": 0.900390625}, {"start": 281.06, "end": 281.4, "word": " 0", "probability": 0.90869140625}, {"start": 281.4, "end": 282.14, "word": ".2", "probability": 0.99462890625}, {"start": 282.14, "end": 282.78, "word": " و", "probability": 0.8935546875}, {"start": 282.78, "end": 282.98, "word": " 0", "probability": 0.90625}, {"start": 282.98, "end": 284.2, "word": ".3", "probability": 0.6805419921875}], "temperature": 1.0}, {"id": 12, "seek": 30911, "start": 284.29, "end": 309.11, "text": "five خلاص فترت قيم على مجموع ال degree of membership فعلى مجموع 0.1 0.2 0.5 0.8 كله مجموحهم بتطلع جديش خمسة و ستين خمسة و ستين ال degree الناتج هناك كانت جديش سبعة و ستين فاصلة أربعة طبعا هذه more accurate", "tokens": [18621, 16490, 1211, 33546, 6156, 2655, 43500, 12174, 32640, 15844, 3714, 7435, 2304, 45367, 2423, 4314, 295, 16560, 6156, 3615, 23942, 3714, 7435, 2304, 45367, 1958, 13, 16, 1958, 13, 17, 1958, 13, 20, 1958, 13, 23, 28242, 3224, 3714, 7435, 2304, 2407, 5016, 16095, 39894, 9566, 1211, 3615, 10874, 16254, 8592, 16490, 2304, 3794, 3660, 4032, 8608, 2655, 9957, 16490, 2304, 3794, 3660, 4032, 8608, 2655, 9957, 2423, 4314, 28239, 9307, 7435, 34105, 4117, 25961, 2655, 10874, 16254, 8592, 8608, 3555, 27884, 4032, 8608, 2655, 9957, 6156, 33546, 37977, 5551, 25513, 27884, 23032, 3555, 3615, 995, 29538, 544, 8559], "avg_logprob": -0.1652227769983877, "compression_ratio": 1.614213197969543, "no_speech_prob": 0.0, "words": [{"start": 284.29, "end": 284.75, "word": "five", "probability": 0.1715087890625}, {"start": 284.75, "end": 285.31, "word": " خلاص", "probability": 0.9571940104166666}, {"start": 285.31, "end": 285.99, "word": " فترت", "probability": 0.6971028645833334}, {"start": 285.99, "end": 286.31, "word": " قيم", "probability": 0.963134765625}, {"start": 286.31, "end": 287.01, "word": " على", "probability": 0.78515625}, {"start": 287.01, "end": 287.99, "word": " مجموع", "probability": 0.95361328125}, {"start": 287.99, "end": 288.93, "word": " ال", "probability": 0.73876953125}, {"start": 288.93, "end": 289.49, "word": " degree", "probability": 0.98193359375}, {"start": 289.49, "end": 290.07, "word": " of", "probability": 0.962890625}, {"start": 290.07, "end": 290.61, "word": " membership", "probability": 0.7490234375}, {"start": 290.61, "end": 291.19, "word": " فعلى", "probability": 0.9212239583333334}, {"start": 291.19, "end": 291.51, "word": " مجموع", "probability": 0.9783935546875}, {"start": 291.51, "end": 291.69, "word": " 0", "probability": 0.474609375}, {"start": 291.69, "end": 292.05, "word": ".1", "probability": 0.986083984375}, {"start": 292.05, "end": 292.21, "word": " 0", "probability": 0.66796875}, {"start": 292.21, "end": 292.65, "word": ".2", "probability": 0.988525390625}, {"start": 292.65, "end": 292.89, "word": " 0", "probability": 0.9560546875}, {"start": 292.89, "end": 293.55, "word": ".5", "probability": 0.99072265625}, {"start": 293.55, "end": 293.75, "word": " 0", "probability": 0.955078125}, {"start": 293.75, "end": 294.25, "word": ".8", "probability": 0.990966796875}, {"start": 294.25, "end": 294.55, "word": " كله", "probability": 0.71875}, {"start": 294.55, "end": 295.33, "word": " مجموحهم", "probability": 0.8053385416666666}, {"start": 295.33, "end": 295.73, "word": " بتطلع", "probability": 0.85791015625}, {"start": 295.73, "end": 296.13, "word": " جديش", "probability": 0.6824544270833334}, {"start": 296.13, "end": 297.61, "word": " خمسة", "probability": 0.847412109375}, {"start": 297.61, "end": 298.01, "word": " و", "probability": 0.97509765625}, {"start": 298.01, "end": 298.49, "word": " ستين", "probability": 0.7914225260416666}, {"start": 298.49, "end": 299.23, "word": " خمسة", "probability": 0.9049072265625}, {"start": 299.23, "end": 299.39, "word": " و", "probability": 0.9892578125}, {"start": 299.39, "end": 299.91, "word": " ستين", "probability": 0.9521484375}, {"start": 299.91, "end": 300.37, "word": " ال", "probability": 0.8720703125}, {"start": 300.37, "end": 300.73, "word": " degree", "probability": 0.994140625}, {"start": 300.73, "end": 303.39, "word": " الناتج", "probability": 0.7262369791666666}, {"start": 303.39, "end": 303.85, "word": " هناك", "probability": 0.910888671875}, {"start": 303.85, "end": 304.11, "word": " كانت", "probability": 0.9853515625}, {"start": 304.11, "end": 304.61, "word": " جديش", "probability": 0.9150390625}, {"start": 304.61, "end": 305.31, "word": " سبعة", "probability": 0.955078125}, {"start": 305.31, "end": 305.43, "word": " و", "probability": 0.98779296875}, {"start": 305.43, "end": 305.93, "word": " ستين", "probability": 0.9635416666666666}, {"start": 305.93, "end": 306.59, "word": " فاصلة", "probability": 0.9215494791666666}, {"start": 306.59, "end": 307.01, "word": " أربعة", "probability": 0.87353515625}, {"start": 307.01, "end": 307.71, "word": " طبعا", "probability": 0.9349365234375}, {"start": 307.71, "end": 307.95, "word": " هذه", "probability": 0.4599609375}, {"start": 307.95, "end": 308.69, "word": " more", "probability": 0.86962890625}, {"start": 308.69, "end": 309.11, "word": " accurate", "probability": 0.880859375}], "temperature": 1.0}, {"id": 13, "seek": 33706, "start": 309.84, "end": 337.06, "text": "هذه أكثر دقة لكن هذه كتير أسرع هذه كتير أسرع في الحل فممكن تحللنا مشاكل بشكل سريع لأن مافيش فيها حسابات كتيرة ف ال center of gravity هتكون سريعة في إيجاد الحل و بتكون أنسب لأمثلة أو لل applications اللي محتاجة إنجاز سريع تمام", "tokens": [3224, 24192, 5551, 4117, 49115, 11778, 28671, 44381, 29538, 9122, 2655, 13546, 5551, 3794, 2288, 3615, 29538, 9122, 2655, 13546, 5551, 3794, 2288, 3615, 8978, 21542, 1211, 6156, 2304, 43020, 6055, 5016, 1211, 1211, 8315, 37893, 995, 28820, 4724, 8592, 28820, 8608, 16572, 3615, 5296, 33456, 19446, 41185, 8592, 8978, 11296, 11331, 3794, 16758, 9307, 9122, 2655, 48923, 6156, 2423, 3056, 295, 12110, 8032, 2655, 30544, 8608, 16572, 27884, 8978, 11933, 1829, 7435, 18513, 21542, 1211, 4032, 39894, 30544, 14739, 35457, 5296, 10721, 2304, 12984, 37977, 34051, 24976, 5821, 13672, 1829, 3714, 33753, 26108, 3660, 36145, 7435, 31377, 8608, 16572, 3615, 46811, 10943], "avg_logprob": -0.14355468807312158, "compression_ratio": 1.7272727272727273, "no_speech_prob": 0.0, "words": [{"start": 309.84, "end": 310.18, "word": "هذه", "probability": 0.895751953125}, {"start": 310.18, "end": 310.58, "word": " أكثر", "probability": 0.8723958333333334}, {"start": 310.58, "end": 311.16, "word": " دقة", "probability": 0.93310546875}, {"start": 311.16, "end": 311.76, "word": " لكن", "probability": 0.74267578125}, {"start": 311.76, "end": 312.2, "word": " هذه", "probability": 0.89697265625}, {"start": 312.2, "end": 313.14, "word": " كتير", "probability": 0.8251953125}, {"start": 313.14, "end": 313.7, "word": " أسرع", "probability": 0.969970703125}, {"start": 313.7, "end": 314.26, "word": " هذه", "probability": 0.280029296875}, {"start": 314.26, "end": 314.58, "word": " كتير", "probability": 0.9694010416666666}, {"start": 314.58, "end": 315.06, "word": " أسرع", "probability": 0.99072265625}, {"start": 315.06, "end": 315.4, "word": " في", "probability": 0.94580078125}, {"start": 315.4, "end": 315.8, "word": " الحل", "probability": 0.9775390625}, {"start": 315.8, "end": 316.6, "word": " فممكن", "probability": 0.9324544270833334}, {"start": 316.6, "end": 317.38, "word": " تحللنا", "probability": 0.86025390625}, {"start": 317.38, "end": 317.84, "word": " مشاكل", "probability": 0.9827473958333334}, {"start": 317.84, "end": 318.22, "word": " بشكل", "probability": 0.99560546875}, {"start": 318.22, "end": 318.78, "word": " سريع", "probability": 0.99072265625}, {"start": 318.78, "end": 319.68, "word": " لأن", "probability": 0.824951171875}, {"start": 319.68, "end": 320.4, "word": " مافيش", "probability": 0.85009765625}, {"start": 320.4, "end": 320.8, "word": " فيها", "probability": 0.983154296875}, {"start": 320.8, "end": 322.64, "word": " حسابات", "probability": 0.986083984375}, {"start": 322.64, "end": 323.02, "word": " كتيرة", "probability": 0.9158528645833334}, {"start": 323.02, "end": 323.46, "word": " ف", "probability": 0.93603515625}, {"start": 323.46, "end": 323.86, "word": " ال", "probability": 0.525390625}, {"start": 323.86, "end": 325.02, "word": " center", "probability": 0.3525390625}, {"start": 325.02, "end": 325.2, "word": " of", "probability": 0.978515625}, {"start": 325.2, "end": 325.66, "word": " gravity", "probability": 0.7421875}, {"start": 325.66, "end": 326.34, "word": " هتكون", "probability": 0.8865559895833334}, {"start": 326.34, "end": 326.9, "word": " سريعة", "probability": 0.8650716145833334}, {"start": 326.9, "end": 327.32, "word": " في", "probability": 0.966796875}, {"start": 327.32, "end": 327.7, "word": " إيجاد", "probability": 0.970947265625}, {"start": 327.7, "end": 328.14, "word": " الحل", "probability": 0.99072265625}, {"start": 328.14, "end": 328.5, "word": " و", "probability": 0.79150390625}, {"start": 328.5, "end": 329.02, "word": " بتكون", "probability": 0.86083984375}, {"start": 329.02, "end": 331.32, "word": " أنسب", "probability": 0.949462890625}, {"start": 331.32, "end": 332.42, "word": " لأمثلة", "probability": 0.78837890625}, {"start": 332.42, "end": 332.66, "word": " أو", "probability": 0.73291015625}, {"start": 332.66, "end": 332.92, "word": " لل", "probability": 0.497314453125}, {"start": 332.92, "end": 333.68, "word": " applications", "probability": 0.98974609375}, {"start": 333.68, "end": 333.94, "word": " اللي", "probability": 0.915283203125}, {"start": 333.94, "end": 334.6, "word": " محتاجة", "probability": 0.9615478515625}, {"start": 334.6, "end": 335.34, "word": " إنجاز", "probability": 0.92822265625}, {"start": 335.34, "end": 335.74, "word": " سريع", "probability": 0.9694010416666666}, {"start": 335.74, "end": 337.06, "word": " تمام", "probability": 0.910400390625}], "temperature": 1.0}, {"id": 14, "seek": 35865, "start": 340.47, "end": 358.65, "text": "كيف بدنا نقرر أنا بدي ممداني ولا بدي سجنه؟ أكيد طبيعي ممداني لو أنا بدي accuracy عالية و هي يمكن المقبولة أكثر في .. في كتير من الحالات إذا بدي ال more accurate بروح لها", "tokens": [4117, 33911, 47525, 8315, 8717, 4587, 2288, 2288, 41850, 4724, 16254, 3714, 2304, 3215, 7649, 1829, 49429, 4724, 16254, 8608, 7435, 1863, 3224, 22807, 5551, 4117, 25708, 23032, 21292, 3615, 1829, 3714, 2304, 3215, 7649, 1829, 45164, 41850, 4724, 16254, 14170, 6225, 6027, 10632, 4032, 39896, 7251, 43020, 9673, 4587, 3555, 12610, 3660, 5551, 4117, 49115, 8978, 4386, 8978, 9122, 2655, 13546, 9154, 21542, 6027, 9307, 11933, 15730, 4724, 16254, 2423, 544, 8559, 4724, 32887, 5016, 5296, 11296], "avg_logprob": -0.1426028428198416, "compression_ratio": 1.630057803468208, "no_speech_prob": 0.0, "words": [{"start": 340.47, "end": 340.75, "word": "كيف", "probability": 0.97509765625}, {"start": 340.75, "end": 340.93, "word": " بدنا", "probability": 0.83447265625}, {"start": 340.93, "end": 341.39, "word": " نقرر", "probability": 0.990478515625}, {"start": 341.39, "end": 341.61, "word": " أنا", "probability": 0.61962890625}, {"start": 341.61, "end": 342.01, "word": " بدي", "probability": 0.808837890625}, {"start": 342.01, "end": 342.73, "word": " ممداني", "probability": 0.87451171875}, {"start": 342.73, "end": 342.89, "word": " ولا", "probability": 0.6865234375}, {"start": 342.89, "end": 343.27, "word": " بدي", "probability": 0.8994140625}, {"start": 343.27, "end": 345.79, "word": " سجنه؟", "probability": 0.785107421875}, {"start": 345.79, "end": 346.17, "word": " أكيد", "probability": 0.9296875}, {"start": 346.17, "end": 346.73, "word": " طبيعي", "probability": 0.972412109375}, {"start": 346.73, "end": 347.79, "word": " ممداني", "probability": 0.957421875}, {"start": 347.79, "end": 348.03, "word": " لو", "probability": 0.9638671875}, {"start": 348.03, "end": 348.17, "word": " أنا", "probability": 0.76806640625}, {"start": 348.17, "end": 348.37, "word": " بدي", "probability": 0.934326171875}, {"start": 348.37, "end": 348.75, "word": " accuracy", "probability": 0.931640625}, {"start": 348.75, "end": 349.21, "word": " عالية", "probability": 0.9931640625}, {"start": 349.21, "end": 349.45, "word": " و", "probability": 0.56689453125}, {"start": 349.45, "end": 349.63, "word": " هي", "probability": 0.6650390625}, {"start": 349.63, "end": 349.99, "word": " يمكن", "probability": 0.669921875}, {"start": 349.99, "end": 350.95, "word": " المقبولة", "probability": 0.98291015625}, {"start": 350.95, "end": 351.31, "word": " أكثر", "probability": 0.8619791666666666}, {"start": 351.31, "end": 352.01, "word": " في", "probability": 0.96044921875}, {"start": 352.01, "end": 352.29, "word": " ..", "probability": 0.6064453125}, {"start": 352.29, "end": 352.53, "word": " في", "probability": 0.9482421875}, {"start": 352.53, "end": 352.91, "word": " كتير", "probability": 0.9430338541666666}, {"start": 352.91, "end": 353.21, "word": " من", "probability": 0.99755859375}, {"start": 353.21, "end": 353.85, "word": " الحالات", "probability": 0.92822265625}, {"start": 353.85, "end": 356.25, "word": " إذا", "probability": 0.77294921875}, {"start": 356.25, "end": 356.55, "word": " بدي", "probability": 0.919189453125}, {"start": 356.55, "end": 356.91, "word": " ال", "probability": 0.8857421875}, {"start": 356.91, "end": 357.53, "word": " more", "probability": 0.580078125}, {"start": 357.53, "end": 357.97, "word": " accurate", "probability": 0.9189453125}, {"start": 357.97, "end": 358.39, "word": " بروح", "probability": 0.95703125}, {"start": 358.39, "end": 358.65, "word": " لها", "probability": 0.791748046875}], "temperature": 1.0}, {"id": 15, "seek": 37724, "start": 359.54, "end": 377.24, "text": "لكن بتكون على حساب الحسابات على حساب الحسابات إذا كان عنده complicated system و فيه حسابات كتير و فيه outputs كتير و فيه قرارات كتير طبعا هتكون هنا عملية الحسابات في ممداني كتير عالية في المقابل Cygano", "tokens": [1211, 19452, 39894, 30544, 15844, 11331, 3794, 16758, 21542, 3794, 16758, 9307, 15844, 11331, 3794, 16758, 21542, 3794, 16758, 9307, 11933, 15730, 25961, 43242, 3224, 6179, 1185, 4032, 8978, 3224, 11331, 3794, 16758, 9307, 9122, 2655, 13546, 4032, 8978, 3224, 23930, 9122, 2655, 13546, 4032, 8978, 3224, 12174, 2288, 9640, 9307, 9122, 2655, 13546, 23032, 3555, 3615, 995, 8032, 2655, 30544, 34105, 6225, 42213, 10632, 21542, 3794, 16758, 9307, 8978, 3714, 2304, 3215, 7649, 1829, 9122, 2655, 13546, 6225, 6027, 10632, 8978, 9673, 4587, 16758, 1211, 10295, 35255], "avg_logprob": -0.12298104267441824, "compression_ratio": 1.8876404494382022, "no_speech_prob": 0.0, "words": [{"start": 359.54, "end": 359.92, "word": "لكن", "probability": 0.8681640625}, {"start": 359.92, "end": 360.24, "word": " بتكون", "probability": 0.93408203125}, {"start": 360.24, "end": 360.4, "word": " على", "probability": 0.8955078125}, {"start": 360.4, "end": 360.82, "word": " حساب", "probability": 0.9210611979166666}, {"start": 360.82, "end": 361.78, "word": " الحسابات", "probability": 0.98095703125}, {"start": 361.78, "end": 362.4, "word": " على", "probability": 0.30908203125}, {"start": 362.4, "end": 362.72, "word": " حساب", "probability": 0.9827473958333334}, {"start": 362.72, "end": 363.3, "word": " الحسابات", "probability": 0.990478515625}, {"start": 363.3, "end": 363.58, "word": " إذا", "probability": 0.85791015625}, {"start": 363.58, "end": 363.92, "word": " كان", "probability": 0.99267578125}, {"start": 363.92, "end": 364.94, "word": " عنده", "probability": 0.5909423828125}, {"start": 364.94, "end": 365.6, "word": " complicated", "probability": 0.74951171875}, {"start": 365.6, "end": 366.28, "word": " system", "probability": 0.98095703125}, {"start": 366.28, "end": 366.64, "word": " و", "probability": 0.95703125}, {"start": 366.64, "end": 366.94, "word": " فيه", "probability": 0.5682373046875}, {"start": 366.94, "end": 367.32, "word": " حسابات", "probability": 0.992919921875}, {"start": 367.32, "end": 367.7, "word": " كتير", "probability": 0.9728190104166666}, {"start": 367.7, "end": 367.88, "word": " و", "probability": 0.97998046875}, {"start": 367.88, "end": 368.06, "word": " فيه", "probability": 0.92822265625}, {"start": 368.06, "end": 368.4, "word": " outputs", "probability": 0.7802734375}, {"start": 368.4, "end": 368.88, "word": " كتير", "probability": 0.97900390625}, {"start": 368.88, "end": 369.06, "word": " و", "probability": 0.99267578125}, {"start": 369.06, "end": 369.34, "word": " فيه", "probability": 0.941650390625}, {"start": 369.34, "end": 369.78, "word": " قرارات", "probability": 0.988525390625}, {"start": 369.78, "end": 370.16, "word": " كتير", "probability": 0.9832356770833334}, {"start": 370.16, "end": 371.9, "word": " طبعا", "probability": 0.9791259765625}, {"start": 371.9, "end": 372.2, "word": " هتكون", "probability": 0.84765625}, {"start": 372.2, "end": 372.34, "word": " هنا", "probability": 0.82958984375}, {"start": 372.34, "end": 372.62, "word": " عملية", "probability": 0.99072265625}, {"start": 372.62, "end": 373.16, "word": " الحسابات", "probability": 0.994140625}, {"start": 373.16, "end": 373.28, "word": " في", "probability": 0.955078125}, {"start": 373.28, "end": 373.86, "word": " ممداني", "probability": 0.8484375}, {"start": 373.86, "end": 374.38, "word": " كتير", "probability": 0.9547526041666666}, {"start": 374.38, "end": 375.4, "word": " عالية", "probability": 0.9851888020833334}, {"start": 375.4, "end": 376.36, "word": " في", "probability": 0.78173828125}, {"start": 376.36, "end": 376.86, "word": " المقابل", "probability": 0.9873046875}, {"start": 376.86, "end": 377.24, "word": " Cygano", "probability": 0.429046630859375}], "temperature": 1.0}, {"id": 16, "seek": 39851, "start": 378.13, "end": 398.51, "text": "صحيح بسهللي في شغل الحسابات ولكن على حساب شوية ال accuracy فبكون شوية أصعب لكن في الحالة لما بكون عندى أمثلة أو تطبيقات فيها تعقدات كتير وانا بدي أحاول أبسط الشغل تبعها فممكن يكون سجنه", "tokens": [9381, 5016, 1829, 5016, 4724, 3794, 3224, 1211, 20292, 8978, 13412, 17082, 1211, 21542, 3794, 16758, 9307, 35525, 19452, 15844, 11331, 3794, 16758, 13412, 2407, 10632, 2423, 14170, 6156, 3555, 30544, 13412, 2407, 10632, 5551, 9381, 3615, 3555, 44381, 8978, 21542, 6027, 3660, 5296, 15042, 4724, 30544, 43242, 7578, 5551, 2304, 12984, 37977, 34051, 6055, 9566, 21292, 4587, 9307, 8978, 11296, 37279, 28543, 9307, 9122, 2655, 13546, 4032, 7649, 995, 4724, 16254, 5551, 5016, 995, 12610, 5551, 3555, 3794, 9566, 25124, 17082, 1211, 6055, 3555, 3615, 11296, 6156, 2304, 43020, 7251, 30544, 8608, 7435, 1863, 3224], "avg_logprob": -0.13071842783505155, "compression_ratio": 1.7157894736842105, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 378.13, "end": 378.61, "word": "صحيح", "probability": 0.9794921875}, {"start": 378.61, "end": 379.29, "word": " بسهللي", "probability": 0.75498046875}, {"start": 379.29, "end": 379.95, "word": " في", "probability": 0.767578125}, {"start": 379.95, "end": 380.45, "word": " شغل", "probability": 0.990234375}, {"start": 380.45, "end": 380.99, "word": " الحسابات", "probability": 0.9873046875}, {"start": 380.99, "end": 381.37, "word": " ولكن", "probability": 0.792236328125}, {"start": 381.37, "end": 381.51, "word": " على", "probability": 0.79150390625}, {"start": 381.51, "end": 381.95, "word": " حساب", "probability": 0.9542643229166666}, {"start": 381.95, "end": 382.57, "word": " شوية", "probability": 0.8603515625}, {"start": 382.57, "end": 383.01, "word": " ال", "probability": 0.95751953125}, {"start": 383.01, "end": 383.47, "word": " accuracy", "probability": 0.5693359375}, {"start": 383.47, "end": 385.93, "word": " فبكون", "probability": 0.68896484375}, {"start": 385.93, "end": 386.45, "word": " شوية", "probability": 0.9739583333333334}, {"start": 386.45, "end": 387.45, "word": " أصعب", "probability": 0.9420166015625}, {"start": 387.45, "end": 387.69, "word": " لكن", "probability": 0.80419921875}, {"start": 387.69, "end": 387.87, "word": " في", "probability": 0.88134765625}, {"start": 387.87, "end": 388.37, "word": " الحالة", "probability": 0.9568684895833334}, {"start": 388.37, "end": 388.67, "word": " لما", "probability": 0.87646484375}, {"start": 388.67, "end": 388.97, "word": " بكون", "probability": 0.936279296875}, {"start": 388.97, "end": 389.73, "word": " عندى", "probability": 0.7724609375}, {"start": 389.73, "end": 390.51, "word": " أمثلة", "probability": 0.9677734375}, {"start": 390.51, "end": 391.37, "word": " أو", "probability": 0.7919921875}, {"start": 391.37, "end": 392.15, "word": " تطبيقات", "probability": 0.9841796875}, {"start": 392.15, "end": 393.13, "word": " فيها", "probability": 0.9580078125}, {"start": 393.13, "end": 393.61, "word": " تعقدات", "probability": 0.8427734375}, {"start": 393.61, "end": 394.03, "word": " كتير", "probability": 0.9918619791666666}, {"start": 394.03, "end": 394.55, "word": " وانا", "probability": 0.8401692708333334}, {"start": 394.55, "end": 394.73, "word": " بدي", "probability": 0.7734375}, {"start": 394.73, "end": 395.15, "word": " أحاول", "probability": 0.962158203125}, {"start": 395.15, "end": 395.81, "word": " أبسط", "probability": 0.94775390625}, {"start": 395.81, "end": 396.27, "word": " الشغل", "probability": 0.9915364583333334}, {"start": 396.27, "end": 396.79, "word": " تبعها", "probability": 0.966552734375}, {"start": 396.79, "end": 397.39, "word": " فممكن", "probability": 0.9677734375}, {"start": 397.39, "end": 397.73, "word": " يكون", "probability": 0.994873046875}, {"start": 397.73, "end": 398.51, "word": " سجنه", "probability": 0.7373199462890625}], "temperature": 1.0}, {"id": 17, "seek": 40849, "start": 399.01, "end": 408.49, "text": "مناسب زي الحالات اللي بيستخدم فيها في ال control بيستخدم في ال dynamic nonlinear systems ال systems ال nonlinear لأنه في سرعة فيه", "tokens": [2304, 8315, 35457, 30767, 1829, 21542, 6027, 9307, 13672, 1829, 4724, 1829, 14851, 9778, 40448, 8978, 11296, 8978, 2423, 1969, 4724, 1829, 14851, 9778, 40448, 8978, 2423, 8546, 2107, 28263, 3652, 2423, 3652, 2423, 2107, 28263, 5296, 33456, 3224, 8978, 8608, 2288, 27884, 8978, 3224], "avg_logprob": -0.14325746861488922, "compression_ratio": 1.484375, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 399.01, "end": 399.59, "word": "مناسب", "probability": 0.8684895833333334}, {"start": 399.59, "end": 400.17, "word": " زي", "probability": 0.79248046875}, {"start": 400.17, "end": 400.93, "word": " الحالات", "probability": 0.95849609375}, {"start": 400.93, "end": 401.03, "word": " اللي", "probability": 0.822265625}, {"start": 401.03, "end": 401.43, "word": " بيستخدم", "probability": 0.9724609375}, {"start": 401.43, "end": 401.67, "word": " فيها", "probability": 0.96533203125}, {"start": 401.67, "end": 401.79, "word": " في", "probability": 0.8935546875}, {"start": 401.79, "end": 401.89, "word": " ال", "probability": 0.92578125}, {"start": 401.89, "end": 402.29, "word": " control", "probability": 0.505859375}, {"start": 402.29, "end": 403.09, "word": " بيستخدم", "probability": 0.9455078125}, {"start": 403.09, "end": 403.21, "word": " في", "probability": 0.88720703125}, {"start": 403.21, "end": 403.31, "word": " ال", "probability": 0.916015625}, {"start": 403.31, "end": 403.65, "word": " dynamic", "probability": 0.7275390625}, {"start": 403.65, "end": 404.23, "word": " nonlinear", "probability": 0.7236328125}, {"start": 404.23, "end": 404.81, "word": " systems", "probability": 0.85009765625}, {"start": 404.81, "end": 405.59, "word": " ال", "probability": 0.796875}, {"start": 405.59, "end": 406.05, "word": " systems", "probability": 0.939453125}, {"start": 406.05, "end": 406.23, "word": " ال", "probability": 0.80126953125}, {"start": 406.23, "end": 406.77, "word": " nonlinear", "probability": 0.879638671875}, {"start": 406.77, "end": 407.59, "word": " لأنه", "probability": 0.8204752604166666}, {"start": 407.59, "end": 407.71, "word": " في", "probability": 0.94189453125}, {"start": 407.71, "end": 408.21, "word": " سرعة", "probability": 0.8072916666666666}, {"start": 408.21, "end": 408.49, "word": " فيه", "probability": 0.954345703125}], "temperature": 1.0}, {"id": 18, "seek": 43359, "start": 409.23, "end": 433.59, "text": "في الشغل و في إنجاز الشغل تبعها طيب أخر شغلة هنتكلم عنها في الفزي هي case study ال case study هذه بشكل رئيسي هنتكلم من خلالها لو أنا عندي system زي اللي هنوصفه الآن و بدي أشتغله على ال computer كيف بقدر أشتغله؟ يعني كيف بقدر أشتغله؟ كل اللي فات كان الموضوع", "tokens": [41185, 25124, 17082, 1211, 4032, 8978, 36145, 7435, 31377, 25124, 17082, 1211, 6055, 3555, 3615, 11296, 23032, 1829, 3555, 5551, 34740, 13412, 17082, 37977, 8032, 29399, 4117, 19528, 18871, 11296, 8978, 27188, 11622, 1829, 39896, 1389, 2979, 2423, 1389, 2979, 29538, 4724, 8592, 28820, 12602, 19986, 1829, 3794, 1829, 8032, 29399, 4117, 19528, 9154, 16490, 1211, 6027, 11296, 45164, 41850, 18871, 16254, 1185, 30767, 1829, 13672, 1829, 8032, 1863, 2407, 9381, 5172, 3224, 6024, 48506, 4032, 4724, 16254, 5551, 8592, 2655, 17082, 43761, 15844, 2423, 3820, 9122, 33911, 4724, 28543, 2288, 5551, 8592, 2655, 17082, 43761, 22807, 37495, 22653, 9122, 33911, 4724, 28543, 2288, 5551, 8592, 2655, 17082, 43761, 22807, 28242, 13672, 1829, 6156, 9307, 25961, 9673, 2407, 11242, 45367], "avg_logprob": -0.10408057900499706, "compression_ratio": 1.8333333333333333, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 409.23, "end": 409.41, "word": "في", "probability": 0.93408203125}, {"start": 409.41, "end": 409.79, "word": " الشغل", "probability": 0.9560546875}, {"start": 409.79, "end": 410.11, "word": " و", "probability": 0.9794921875}, {"start": 410.11, "end": 410.23, "word": " في", "probability": 0.447021484375}, {"start": 410.23, "end": 410.71, "word": " إنجاز", "probability": 0.9181315104166666}, {"start": 410.71, "end": 411.75, "word": " الشغل", "probability": 0.97021484375}, {"start": 411.75, "end": 412.19, "word": " تبعها", "probability": 0.9100341796875}, {"start": 412.19, "end": 412.85, "word": " طيب", "probability": 0.8948567708333334}, {"start": 412.85, "end": 413.63, "word": " أخر", "probability": 0.70068359375}, {"start": 413.63, "end": 414.01, "word": " شغلة", "probability": 0.9099934895833334}, {"start": 414.01, "end": 414.59, "word": " هنتكلم", "probability": 0.9637451171875}, {"start": 414.59, "end": 414.99, "word": " عنها", "probability": 0.996826171875}, {"start": 414.99, "end": 415.19, "word": " في", "probability": 0.94873046875}, {"start": 415.19, "end": 415.63, "word": " الفزي", "probability": 0.7315266927083334}, {"start": 415.63, "end": 416.03, "word": " هي", "probability": 0.9072265625}, {"start": 416.03, "end": 416.29, "word": " case", "probability": 0.86572265625}, {"start": 416.29, "end": 416.71, "word": " study", "probability": 0.95654296875}, {"start": 416.71, "end": 417.31, "word": " ال", "probability": 0.81103515625}, {"start": 417.31, "end": 417.53, "word": " case", "probability": 0.94482421875}, {"start": 417.53, "end": 417.89, "word": " study", "probability": 0.97998046875}, {"start": 417.89, "end": 418.21, "word": " هذه", "probability": 0.66064453125}, {"start": 418.21, "end": 419.85, "word": " بشكل", "probability": 0.9890950520833334}, {"start": 419.85, "end": 420.57, "word": " رئيسي", "probability": 0.9921875}, {"start": 420.57, "end": 421.45, "word": " هنتكلم", "probability": 0.990966796875}, {"start": 421.45, "end": 421.63, "word": " من", "probability": 0.99609375}, {"start": 421.63, "end": 422.23, "word": " خلالها", "probability": 0.996337890625}, {"start": 422.23, "end": 422.95, "word": " لو", "probability": 0.97900390625}, {"start": 422.95, "end": 423.29, "word": " أنا", "probability": 0.67919921875}, {"start": 423.29, "end": 423.93, "word": " عندي", "probability": 0.728271484375}, {"start": 423.93, "end": 424.41, "word": " system", "probability": 0.9677734375}, {"start": 424.41, "end": 424.85, "word": " زي", "probability": 0.959716796875}, {"start": 424.85, "end": 424.95, "word": " اللي", "probability": 0.9365234375}, {"start": 424.95, "end": 425.43, "word": " هنوصفه", "probability": 0.9597981770833334}, {"start": 425.43, "end": 425.71, "word": " الآن", "probability": 0.86767578125}, {"start": 425.71, "end": 426.27, "word": " و", "probability": 0.8935546875}, {"start": 426.27, "end": 426.47, "word": " بدي", "probability": 0.72216796875}, {"start": 426.47, "end": 427.03, "word": " أشتغله", "probability": 0.92294921875}, {"start": 427.03, "end": 427.37, "word": " على", "probability": 0.91650390625}, {"start": 427.37, "end": 427.85, "word": " ال", "probability": 0.98681640625}, {"start": 427.85, "end": 428.35, "word": " computer", "probability": 0.85009765625}, {"start": 428.35, "end": 428.89, "word": " كيف", "probability": 0.9658203125}, {"start": 428.89, "end": 429.21, "word": " بقدر", "probability": 0.9816080729166666}, {"start": 429.21, "end": 430.73, "word": " أشتغله؟", "probability": 0.8744303385416666}, {"start": 430.73, "end": 430.87, "word": " يعني", "probability": 0.97265625}, {"start": 430.87, "end": 431.07, "word": " كيف", "probability": 0.96337890625}, {"start": 431.07, "end": 431.23, "word": " بقدر", "probability": 0.8172200520833334}, {"start": 431.23, "end": 431.57, "word": " أشتغله؟", "probability": 0.943603515625}, {"start": 431.57, "end": 431.69, "word": " كل", "probability": 0.92333984375}, {"start": 431.69, "end": 431.81, "word": " اللي", "probability": 0.97802734375}, {"start": 431.81, "end": 432.07, "word": " فات", "probability": 0.99267578125}, {"start": 432.07, "end": 432.41, "word": " كان", "probability": 0.9677734375}, {"start": 432.41, "end": 433.59, "word": " الموضوع", "probability": 0.985107421875}], "temperature": 1.0}, {"id": 19, "seek": 45426, "start": 434.5, "end": 454.26, "text": "حسابي لأن الموضوع ممكن يكون مناسب للامتحانات لو واحد بده يحل على إيده أسئلة بسيطة خفيفة لكن لما الأمور بتكون أكتر صعوبة بيصير محتاجين أدوات و tools نستخدمها للحل ف building a fuzzy expert system case study ال case study هذه ببساطة هيكون عبارة عن", "tokens": [5016, 3794, 16758, 1829, 5296, 33456, 9673, 2407, 11242, 45367, 3714, 43020, 7251, 30544, 3714, 8315, 35457, 24976, 10943, 2655, 5016, 7649, 9307, 45164, 36764, 24401, 47525, 3224, 7251, 5016, 1211, 15844, 11933, 25708, 3224, 5551, 3794, 19986, 37977, 4724, 3794, 1829, 9566, 3660, 16490, 5172, 33911, 3660, 44381, 5296, 15042, 16247, 2304, 13063, 39894, 30544, 5551, 4117, 2655, 2288, 20328, 3615, 37746, 3660, 4724, 1829, 9381, 13546, 3714, 33753, 26108, 9957, 5551, 3215, 2407, 9307, 4032, 3873, 8717, 14851, 9778, 40448, 11296, 24976, 5016, 1211, 6156, 2390, 257, 34710, 5844, 1185, 1389, 2979, 2423, 1389, 2979, 29538, 4724, 3555, 3794, 41193, 3660, 39896, 30544, 6225, 3555, 9640, 3660, 18871], "avg_logprob": -0.08685247586654113, "compression_ratio": 1.55078125, "no_speech_prob": 1.1920928955078125e-06, "words": [{"start": 434.5, "end": 435.22, "word": "حسابي", "probability": 0.943115234375}, {"start": 435.22, "end": 435.76, "word": " لأن", "probability": 0.85107421875}, {"start": 435.76, "end": 436.18, "word": " الموضوع", "probability": 0.95263671875}, {"start": 436.18, "end": 436.48, "word": " ممكن", "probability": 0.951904296875}, {"start": 436.48, "end": 436.76, "word": " يكون", "probability": 0.991943359375}, {"start": 436.76, "end": 437.18, "word": " مناسب", "probability": 0.96142578125}, {"start": 437.18, "end": 438.02, "word": " للامتحانات", "probability": 0.91845703125}, {"start": 438.02, "end": 438.26, "word": " لو", "probability": 0.74658203125}, {"start": 438.26, "end": 438.56, "word": " واحد", "probability": 0.81787109375}, {"start": 438.56, "end": 438.8, "word": " بده", "probability": 0.706787109375}, {"start": 438.8, "end": 439.02, "word": " يحل", "probability": 0.9602864583333334}, {"start": 439.02, "end": 439.16, "word": " على", "probability": 0.84033203125}, {"start": 439.16, "end": 439.58, "word": " إيده", "probability": 0.744140625}, {"start": 439.58, "end": 440.48, "word": " أسئلة", "probability": 0.939453125}, {"start": 440.48, "end": 440.94, "word": " بسيطة", "probability": 0.9923828125}, {"start": 440.94, "end": 441.46, "word": " خفيفة", "probability": 0.9383544921875}, {"start": 441.46, "end": 442.26, "word": " لكن", "probability": 0.8115234375}, {"start": 442.26, "end": 442.48, "word": " لما", "probability": 0.9609375}, {"start": 442.48, "end": 442.82, "word": " الأمور", "probability": 0.99267578125}, {"start": 442.82, "end": 443.16, "word": " بتكون", "probability": 0.927978515625}, {"start": 443.16, "end": 443.52, "word": " أكتر", "probability": 0.9613037109375}, {"start": 443.52, "end": 444.18, "word": " صعوبة", "probability": 0.9949951171875}, {"start": 444.18, "end": 444.56, "word": " بيصير", "probability": 0.9237060546875}, {"start": 444.56, "end": 445.18, "word": " محتاجين", "probability": 0.994873046875}, {"start": 445.18, "end": 445.82, "word": " أدوات", "probability": 0.9793701171875}, {"start": 445.82, "end": 445.98, "word": " و", "probability": 0.97705078125}, {"start": 445.98, "end": 446.34, "word": " tools", "probability": 0.90869140625}, {"start": 446.34, "end": 447.26, "word": " نستخدمها", "probability": 0.98017578125}, {"start": 447.26, "end": 448.1, "word": " للحل", "probability": 0.9734700520833334}, {"start": 448.1, "end": 449.3, "word": " ف", "probability": 0.81591796875}, {"start": 449.3, "end": 449.86, "word": " building", "probability": 0.74365234375}, {"start": 449.86, "end": 450.1, "word": " a", "probability": 0.97509765625}, {"start": 450.1, "end": 450.32, "word": " fuzzy", "probability": 0.8447265625}, {"start": 450.32, "end": 450.7, "word": " expert", "probability": 0.8828125}, {"start": 450.7, "end": 451.22, "word": " system", "probability": 0.9658203125}, {"start": 451.22, "end": 451.52, "word": " case", "probability": 0.8798828125}, {"start": 451.52, "end": 451.92, "word": " study", "probability": 0.96533203125}, {"start": 451.92, "end": 452.24, "word": " ال", "probability": 0.73486328125}, {"start": 452.24, "end": 452.42, "word": " case", "probability": 0.93310546875}, {"start": 452.42, "end": 452.72, "word": " study", "probability": 0.98046875}, {"start": 452.72, "end": 452.86, "word": " هذه", "probability": 0.329833984375}, {"start": 452.86, "end": 453.32, "word": " ببساطة", "probability": 0.9806640625}, {"start": 453.32, "end": 453.68, "word": " هيكون", "probability": 0.91259765625}, {"start": 453.68, "end": 454.02, "word": " عبارة", "probability": 0.9925537109375}, {"start": 454.02, "end": 454.26, "word": " عن", "probability": 0.99658203125}], "temperature": 1.0}, {"id": 20, "seek": 48267, "start": 455.17, "end": 482.67, "text": "مركز الصيانة مركز الصيانة هذا بياخد دايما بيكون عنده spare parts دايما عنده أجزاء spare احتياطية موجودة على ال shelf على الرفوف عنده جاهزة بحيث انه يصلح تكون دايما بيصلح فيها ال failed ones أو repairs failed ones بيصلح فيها أي واحدة بتجي فبيجي قطعة خربانة", "tokens": [29973, 4117, 11622, 31767, 1829, 7649, 3660, 3714, 31747, 11622, 31767, 1829, 7649, 3660, 23758, 4724, 1829, 47283, 3215, 11778, 47302, 15042, 4724, 1829, 30544, 43242, 3224, 13798, 3166, 11778, 47302, 15042, 43242, 3224, 5551, 7435, 11622, 16606, 13798, 1975, 5016, 31371, 41193, 10632, 3714, 29245, 23328, 3660, 15844, 2423, 15222, 15844, 34892, 5172, 38688, 43242, 3224, 10874, 40294, 11622, 3660, 4724, 5016, 1829, 12984, 16472, 3224, 7251, 36520, 5016, 6055, 30544, 11778, 47302, 15042, 4724, 1829, 36520, 5016, 8978, 11296, 2423, 7612, 2306, 34051, 28823, 7612, 2306, 4724, 1829, 36520, 5016, 8978, 11296, 36632, 36764, 24401, 3660, 39894, 7435, 1829, 6156, 21292, 7435, 1829, 12174, 9566, 27884, 16490, 25513, 7649, 3660], "avg_logprob": -0.12209624210290149, "compression_ratio": 1.9, "no_speech_prob": 0.0, "words": [{"start": 455.17, "end": 455.75, "word": "مركز", "probability": 0.9537760416666666}, {"start": 455.75, "end": 456.45, "word": " الصيانة", "probability": 0.9061279296875}, {"start": 456.45, "end": 457.07, "word": " مركز", "probability": 0.7353922526041666}, {"start": 457.07, "end": 457.55, "word": " الصيانة", "probability": 0.9854736328125}, {"start": 457.55, "end": 457.89, "word": " هذا", "probability": 0.609375}, {"start": 457.89, "end": 460.17, "word": " بياخد", "probability": 0.9202880859375}, {"start": 460.17, "end": 460.61, "word": " دايما", "probability": 0.756103515625}, {"start": 460.61, "end": 460.89, "word": " بيكون", "probability": 0.7340494791666666}, {"start": 460.89, "end": 461.19, "word": " عنده", "probability": 0.97998046875}, {"start": 461.19, "end": 461.69, "word": " spare", "probability": 0.880859375}, {"start": 461.69, "end": 462.31, "word": " parts", "probability": 0.94091796875}, {"start": 462.31, "end": 462.99, "word": " دايما", "probability": 0.8909505208333334}, {"start": 462.99, "end": 463.65, "word": " عنده", "probability": 0.978759765625}, {"start": 463.65, "end": 464.47, "word": " أجزاء", "probability": 0.9541015625}, {"start": 464.47, "end": 465.27, "word": " spare", "probability": 0.9765625}, {"start": 465.27, "end": 466.13, "word": " احتياطية", "probability": 0.92548828125}, {"start": 466.13, "end": 466.59, "word": " موجودة", "probability": 0.9874267578125}, {"start": 466.59, "end": 466.79, "word": " على", "probability": 0.90234375}, {"start": 466.79, "end": 467.47, "word": " ال", "probability": 0.7822265625}, {"start": 467.47, "end": 468.07, "word": " shelf", "probability": 0.9111328125}, {"start": 468.07, "end": 468.77, "word": " على", "probability": 0.7734375}, {"start": 468.77, "end": 469.21, "word": " الرفوف", "probability": 0.9357096354166666}, {"start": 469.21, "end": 469.63, "word": " عنده", "probability": 0.986572265625}, {"start": 469.63, "end": 470.51, "word": " جاهزة", "probability": 0.986328125}, {"start": 470.51, "end": 471.13, "word": " بحيث", "probability": 0.9822998046875}, {"start": 471.13, "end": 471.55, "word": " انه", "probability": 0.765380859375}, {"start": 471.55, "end": 472.49, "word": " يصلح", "probability": 0.9012044270833334}, {"start": 472.49, "end": 472.95, "word": " تكون", "probability": 0.8857421875}, {"start": 472.95, "end": 473.33, "word": " دايما", "probability": 0.9508463541666666}, {"start": 473.33, "end": 473.81, "word": " بيصلح", "probability": 0.93408203125}, {"start": 473.81, "end": 474.15, "word": " فيها", "probability": 0.99072265625}, {"start": 474.15, "end": 474.63, "word": " ال", "probability": 0.76513671875}, {"start": 474.63, "end": 475.03, "word": " failed", "probability": 0.8466796875}, {"start": 475.03, "end": 475.91, "word": " ones", "probability": 0.93115234375}, {"start": 475.91, "end": 476.41, "word": " أو", "probability": 0.56689453125}, {"start": 476.41, "end": 476.93, "word": " repairs", "probability": 0.62646484375}, {"start": 476.93, "end": 477.47, "word": " failed", "probability": 0.66064453125}, {"start": 477.47, "end": 478.47, "word": " ones", "probability": 0.94921875}, {"start": 478.47, "end": 479.33, "word": " بيصلح", "probability": 0.947998046875}, {"start": 479.33, "end": 479.55, "word": " فيها", "probability": 0.994384765625}, {"start": 479.55, "end": 479.73, "word": " أي", "probability": 0.59326171875}, {"start": 479.73, "end": 479.99, "word": " واحدة", "probability": 0.9851888020833334}, {"start": 479.99, "end": 480.35, "word": " بتجي", "probability": 0.85791015625}, {"start": 480.35, "end": 481.43, "word": " فبيجي", "probability": 0.8253173828125}, {"start": 481.43, "end": 481.97, "word": " قطعة", "probability": 0.9407552083333334}, {"start": 481.97, "end": 482.67, "word": " خربانة", "probability": 0.9886474609375}], "temperature": 1.0}, {"id": 21, "seek": 50526, "start": 483.92, "end": 505.26, "text": "بسلم بدلها قطعة سليمة و بحاول يصلح الخربانة .. بحاول يصلح الخربانة فال customer بيجي بال .. بال failed item و إيش بيسويه كمان؟ receives a spare of the same type بياخد نفس النوعية و ال failed parts are repaired", "tokens": [3555, 3794, 19528, 47525, 1211, 11296, 12174, 9566, 27884, 8608, 20292, 46007, 4032, 4724, 5016, 995, 12610, 7251, 36520, 5016, 33962, 25513, 7649, 3660, 4386, 4724, 5016, 995, 12610, 7251, 36520, 5016, 33962, 25513, 7649, 3660, 6156, 6027, 5474, 4724, 1829, 7435, 1829, 20666, 4386, 20666, 7612, 3174, 4032, 11933, 1829, 8592, 4724, 1829, 3794, 45865, 3224, 9122, 2304, 7649, 22807, 20717, 257, 13798, 295, 264, 912, 2010, 4724, 1829, 47283, 3215, 8717, 36178, 28239, 45367, 10632, 4032, 2423, 7612, 3166, 366, 36551], "avg_logprob": -0.12090774164313361, "compression_ratio": 1.5714285714285714, "no_speech_prob": 0.0, "words": [{"start": 483.92, "end": 484.72, "word": "بسلم", "probability": 0.93212890625}, {"start": 484.72, "end": 485.18, "word": " بدلها", "probability": 0.8707682291666666}, {"start": 485.18, "end": 485.6, "word": " قطعة", "probability": 0.9578450520833334}, {"start": 485.6, "end": 486.28, "word": " سليمة", "probability": 0.96484375}, {"start": 486.28, "end": 486.62, "word": " و", "probability": 0.71826171875}, {"start": 486.62, "end": 486.98, "word": " بحاول", "probability": 0.927978515625}, {"start": 486.98, "end": 487.54, "word": " يصلح", "probability": 0.80712890625}, {"start": 487.54, "end": 488.3, "word": " الخربانة", "probability": 0.9713134765625}, {"start": 488.3, "end": 488.6, "word": " ..", "probability": 0.279052734375}, {"start": 488.6, "end": 488.9, "word": " بحاول", "probability": 0.949462890625}, {"start": 488.9, "end": 489.32, "word": " يصلح", "probability": 0.9549153645833334}, {"start": 489.32, "end": 489.92, "word": " الخربانة", "probability": 0.9930419921875}, {"start": 489.92, "end": 490.36, "word": " فال", "probability": 0.934814453125}, {"start": 490.36, "end": 490.74, "word": " customer", "probability": 0.80810546875}, {"start": 490.74, "end": 491.2, "word": " بيجي", "probability": 0.912841796875}, {"start": 491.2, "end": 491.32, "word": " بال", "probability": 0.921875}, {"start": 491.32, "end": 491.62, "word": " ..", "probability": 0.82568359375}, {"start": 491.62, "end": 491.8, "word": " بال", "probability": 0.91455078125}, {"start": 491.8, "end": 492.06, "word": " failed", "probability": 0.55810546875}, {"start": 492.06, "end": 493.24, "word": " item", "probability": 0.9404296875}, {"start": 493.24, "end": 494.36, "word": " و", "probability": 0.9013671875}, {"start": 494.36, "end": 495.24, "word": " إيش", "probability": 0.7359212239583334}, {"start": 495.24, "end": 495.6, "word": " بيسويه", "probability": 0.8921875}, {"start": 495.6, "end": 495.88, "word": " كمان؟", "probability": 0.96630859375}, {"start": 495.88, "end": 496.34, "word": " receives", "probability": 0.489990234375}, {"start": 496.34, "end": 497.18, "word": " a", "probability": 0.9736328125}, {"start": 497.18, "end": 497.54, "word": " spare", "probability": 0.9091796875}, {"start": 497.54, "end": 498.5, "word": " of", "probability": 0.986328125}, {"start": 498.5, "end": 498.64, "word": " the", "probability": 0.95166015625}, {"start": 498.64, "end": 498.94, "word": " same", "probability": 0.91845703125}, {"start": 498.94, "end": 499.36, "word": " type", "probability": 0.98291015625}, {"start": 499.36, "end": 500.14, "word": " بياخد", "probability": 0.902099609375}, {"start": 500.14, "end": 500.52, "word": " نفس", "probability": 0.996337890625}, {"start": 500.52, "end": 501.92, "word": " النوعية", "probability": 0.9480794270833334}, {"start": 501.92, "end": 502.5, "word": " و", "probability": 0.9794921875}, {"start": 502.5, "end": 502.96, "word": " ال", "probability": 0.927734375}, {"start": 502.96, "end": 503.3, "word": " failed", "probability": 0.81298828125}, {"start": 503.3, "end": 503.82, "word": " parts", "probability": 0.87548828125}, {"start": 503.82, "end": 504.24, "word": " are", "probability": 0.966796875}, {"start": 504.24, "end": 505.26, "word": " repaired", "probability": 0.87841796875}], "temperature": 1.0}, {"id": 22, "seek": 53179, "start": 505.98, "end": 531.8, "text": "بتم إصلاحها واضحها على الـ shelf على أساس إنه تصبح spare تصبح spare لأن ال objective بدنا system نعمله بحيث إنه يكون ك advisor لـ manager لهذا ال .. لهذا ال center أو ال service center بحيث إنه يقوله قرار إمتى محتاج يشتري spares إضافية", "tokens": [3555, 39237, 11933, 9381, 15040, 5016, 11296, 4032, 46958, 5016, 11296, 15844, 2423, 39184, 15222, 15844, 5551, 3794, 32277, 36145, 3224, 6055, 9381, 49628, 13798, 6055, 9381, 49628, 13798, 5296, 33456, 2423, 10024, 47525, 8315, 1185, 8717, 25957, 43761, 4724, 5016, 1829, 12984, 36145, 3224, 7251, 30544, 9122, 19161, 5296, 39184, 6598, 46740, 15730, 2423, 4386, 46740, 15730, 2423, 3056, 34051, 2423, 2643, 3056, 4724, 5016, 1829, 12984, 36145, 3224, 7251, 39648, 3224, 12174, 2288, 9640, 11933, 2304, 49975, 3714, 33753, 26108, 7251, 8592, 2655, 16572, 637, 8643, 11933, 11242, 31845, 10632], "avg_logprob": -0.18430779505801456, "compression_ratio": 1.5848214285714286, "no_speech_prob": 0.0, "words": [{"start": 505.98, "end": 506.42, "word": "بتم", "probability": 0.7568359375}, {"start": 506.42, "end": 507.04, "word": " إصلاحها", "probability": 0.90419921875}, {"start": 507.04, "end": 507.5, "word": " واضحها", "probability": 0.748779296875}, {"start": 507.5, "end": 507.72, "word": " على", "probability": 0.880859375}, {"start": 507.72, "end": 508.54, "word": " الـ", "probability": 0.768798828125}, {"start": 508.54, "end": 509.08, "word": " shelf", "probability": 0.779296875}, {"start": 509.08, "end": 509.7, "word": " على", "probability": 0.7763671875}, {"start": 509.7, "end": 509.96, "word": " أساس", "probability": 0.9339192708333334}, {"start": 509.96, "end": 510.14, "word": " إنه", "probability": 0.664306640625}, {"start": 510.14, "end": 510.6, "word": " تصبح", "probability": 0.9871419270833334}, {"start": 510.6, "end": 511.58, "word": " spare", "probability": 0.61181640625}, {"start": 511.58, "end": 512.32, "word": " تصبح", "probability": 0.85888671875}, {"start": 512.32, "end": 512.76, "word": " spare", "probability": 0.802734375}, {"start": 512.76, "end": 513.24, "word": " لأن", "probability": 0.720947265625}, {"start": 513.24, "end": 513.32, "word": " ال", "probability": 0.966796875}, {"start": 513.32, "end": 513.8, "word": " objective", "probability": 0.479248046875}, {"start": 513.8, "end": 515.74, "word": " بدنا", "probability": 0.835693359375}, {"start": 515.74, "end": 516.44, "word": " system", "probability": 0.60498046875}, {"start": 516.44, "end": 517.18, "word": " نعمله", "probability": 0.9842122395833334}, {"start": 517.18, "end": 517.82, "word": " بحيث", "probability": 0.9569091796875}, {"start": 517.82, "end": 518.14, "word": " إنه", "probability": 0.839111328125}, {"start": 518.14, "end": 518.5, "word": " يكون", "probability": 0.994140625}, {"start": 518.5, "end": 518.64, "word": " ك", "probability": 0.96435546875}, {"start": 518.64, "end": 519.2, "word": " advisor", "probability": 0.578125}, {"start": 519.2, "end": 520.04, "word": " لـ", "probability": 0.752685546875}, {"start": 520.04, "end": 520.48, "word": " manager", "probability": 0.57080078125}, {"start": 520.48, "end": 521.7, "word": " لهذا", "probability": 0.839111328125}, {"start": 521.7, "end": 521.9, "word": " ال", "probability": 0.97314453125}, {"start": 521.9, "end": 521.9, "word": " ..", "probability": 0.256591796875}, {"start": 521.9, "end": 522.28, "word": " لهذا", "probability": 0.888427734375}, {"start": 522.28, "end": 522.4, "word": " ال", "probability": 0.97607421875}, {"start": 522.4, "end": 522.66, "word": " center", "probability": 0.70556640625}, {"start": 522.66, "end": 522.88, "word": " أو", "probability": 0.9443359375}, {"start": 522.88, "end": 523.0, "word": " ال", "probability": 0.78759765625}, {"start": 523.0, "end": 523.22, "word": " service", "probability": 0.82666015625}, {"start": 523.22, "end": 523.7, "word": " center", "probability": 0.9443359375}, {"start": 523.7, "end": 525.84, "word": " بحيث", "probability": 0.9884033203125}, {"start": 525.84, "end": 526.22, "word": " إنه", "probability": 0.87548828125}, {"start": 526.22, "end": 526.7, "word": " يقوله", "probability": 0.91943359375}, {"start": 526.7, "end": 527.28, "word": " قرار", "probability": 0.9889322916666666}, {"start": 527.28, "end": 528.04, "word": " إمتى", "probability": 0.6803385416666666}, {"start": 528.04, "end": 528.58, "word": " محتاج", "probability": 0.9923502604166666}, {"start": 528.58, "end": 529.22, "word": " يشتري", "probability": 0.9918212890625}, {"start": 529.22, "end": 531.16, "word": " spares", "probability": 0.6199951171875}, {"start": 531.16, "end": 531.8, "word": " إضافية", "probability": 0.9921875}], "temperature": 1.0}, {"id": 23, "seek": 54497, "start": 532.57, "end": 544.97, "text": "أمتى بيقدر يحتاج يشتري spares إضافية و أمتى لأ هو مش محتاج و طبعا الكلام هذا ممكن نعمله كل نوع أو كل type على حدا، كل واحد ينعمله لحاله", "tokens": [10721, 2304, 49975, 4724, 1829, 28543, 2288, 7251, 33753, 26108, 7251, 8592, 2655, 16572, 637, 8643, 11933, 11242, 31845, 10632, 4032, 5551, 2304, 49975, 5296, 10721, 31439, 37893, 3714, 33753, 26108, 4032, 23032, 3555, 3615, 995, 2423, 28820, 10943, 23758, 3714, 43020, 8717, 25957, 43761, 28242, 8717, 45367, 34051, 28242, 2010, 15844, 11331, 28259, 12399, 28242, 36764, 24401, 7251, 1863, 25957, 43761, 5296, 5016, 6027, 3224], "avg_logprob": -0.171525180784624, "compression_ratio": 1.4871794871794872, "no_speech_prob": 0.0, "words": [{"start": 532.57, "end": 532.91, "word": "أمتى", "probability": 0.653076171875}, {"start": 532.91, "end": 533.25, "word": " بيقدر", "probability": 0.69866943359375}, {"start": 533.25, "end": 533.95, "word": " يحتاج", "probability": 0.7518717447916666}, {"start": 533.95, "end": 534.35, "word": " يشتري", "probability": 0.9578857421875}, {"start": 534.35, "end": 534.83, "word": " spares", "probability": 0.679931640625}, {"start": 534.83, "end": 535.29, "word": " إضافية", "probability": 0.9566650390625}, {"start": 535.29, "end": 535.83, "word": " و", "probability": 0.658203125}, {"start": 535.83, "end": 536.29, "word": " أمتى", "probability": 0.8331705729166666}, {"start": 536.29, "end": 536.57, "word": " لأ", "probability": 0.924560546875}, {"start": 536.57, "end": 536.69, "word": " هو", "probability": 0.97265625}, {"start": 536.69, "end": 536.87, "word": " مش", "probability": 0.97998046875}, {"start": 536.87, "end": 537.43, "word": " محتاج", "probability": 0.99560546875}, {"start": 537.43, "end": 538.21, "word": " و", "probability": 0.75}, {"start": 538.21, "end": 538.61, "word": " طبعا", "probability": 0.953125}, {"start": 538.61, "end": 538.97, "word": " الكلام", "probability": 0.9827473958333334}, {"start": 538.97, "end": 539.13, "word": " هذا", "probability": 0.66845703125}, {"start": 539.13, "end": 539.37, "word": " ممكن", "probability": 0.9873046875}, {"start": 539.37, "end": 539.75, "word": " نعمله", "probability": 0.8673502604166666}, {"start": 539.75, "end": 540.13, "word": " كل", "probability": 0.91552734375}, {"start": 540.13, "end": 541.37, "word": " نوع", "probability": 0.997314453125}, {"start": 541.37, "end": 541.59, "word": " أو", "probability": 0.83837890625}, {"start": 541.59, "end": 541.79, "word": " كل", "probability": 0.99169921875}, {"start": 541.79, "end": 542.19, "word": " type", "probability": 0.97705078125}, {"start": 542.19, "end": 542.51, "word": " على", "probability": 0.916015625}, {"start": 542.51, "end": 543.19, "word": " حدا،", "probability": 0.64892578125}, {"start": 543.19, "end": 543.35, "word": " كل", "probability": 0.9716796875}, {"start": 543.35, "end": 543.61, "word": " واحد", "probability": 0.994140625}, {"start": 543.61, "end": 544.19, "word": " ينعمله", "probability": 0.8033447265625}, {"start": 544.19, "end": 544.97, "word": " لحاله", "probability": 0.9761962890625}], "temperature": 1.0}, {"id": 24, "seek": 56344, "start": 545.9, "end": 563.44, "text": "code خاص فيه أو algorithm خاص فيه أو system خاص فيه بحيث انه يقول امتى محتاج النوعية هذه من ال .. من ال spare parts او مش محتاجه الكلام هذا عشان نبدأ نشتغل عليه محتاجين نحقق مجموعة أشياء ضرورية جدا", "tokens": [22332, 16490, 33546, 8978, 3224, 34051, 9284, 16490, 33546, 8978, 3224, 34051, 1185, 16490, 33546, 8978, 3224, 4724, 5016, 1829, 12984, 16472, 3224, 7251, 39648, 1975, 2304, 49975, 3714, 33753, 26108, 28239, 45367, 10632, 29538, 9154, 2423, 4386, 9154, 2423, 13798, 3166, 1975, 2407, 37893, 3714, 33753, 26108, 3224, 2423, 28820, 10943, 23758, 6225, 8592, 7649, 8717, 44510, 10721, 8717, 8592, 2655, 17082, 1211, 47356, 3714, 33753, 26108, 9957, 8717, 5016, 4587, 4587, 3714, 7435, 2304, 2407, 27884, 5551, 8592, 1829, 16606, 48812, 2288, 13063, 10632, 10874, 28259], "avg_logprob": -0.07983672551894455, "compression_ratio": 1.6363636363636365, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 545.9, "end": 546.2, "word": "code", "probability": 0.63720703125}, {"start": 546.2, "end": 546.46, "word": " خاص", "probability": 0.99169921875}, {"start": 546.46, "end": 546.78, "word": " فيه", "probability": 0.971923828125}, {"start": 546.78, "end": 547.36, "word": " أو", "probability": 0.87353515625}, {"start": 547.36, "end": 548.0, "word": " algorithm", "probability": 0.91552734375}, {"start": 548.0, "end": 548.36, "word": " خاص", "probability": 0.9931640625}, {"start": 548.36, "end": 548.74, "word": " فيه", "probability": 0.98828125}, {"start": 548.74, "end": 549.14, "word": " أو", "probability": 0.87353515625}, {"start": 549.14, "end": 549.94, "word": " system", "probability": 0.98193359375}, {"start": 549.94, "end": 550.34, "word": " خاص", "probability": 0.990234375}, {"start": 550.34, "end": 550.84, "word": " فيه", "probability": 0.970703125}, {"start": 550.84, "end": 551.26, "word": " بحيث", "probability": 0.9876708984375}, {"start": 551.26, "end": 551.7, "word": " انه", "probability": 0.725341796875}, {"start": 551.7, "end": 552.18, "word": " يقول", "probability": 0.98046875}, {"start": 552.18, "end": 552.54, "word": " امتى", "probability": 0.7802734375}, {"start": 552.54, "end": 553.06, "word": " محتاج", "probability": 0.9923502604166666}, {"start": 553.06, "end": 553.7, "word": " النوعية", "probability": 0.9713541666666666}, {"start": 553.7, "end": 553.92, "word": " هذه", "probability": 0.6123046875}, {"start": 553.92, "end": 554.08, "word": " من", "probability": 0.99267578125}, {"start": 554.08, "end": 554.34, "word": " ال", "probability": 0.9775390625}, {"start": 554.34, "end": 554.34, "word": " ..", "probability": 0.443603515625}, {"start": 554.34, "end": 554.52, "word": " من", "probability": 0.9609375}, {"start": 554.52, "end": 554.64, "word": " ال", "probability": 0.96630859375}, {"start": 554.64, "end": 554.9, "word": " spare", "probability": 0.9189453125}, {"start": 554.9, "end": 555.4, "word": " parts", "probability": 0.9208984375}, {"start": 555.4, "end": 556.34, "word": " او", "probability": 0.821044921875}, {"start": 556.34, "end": 556.7, "word": " مش", "probability": 0.9853515625}, {"start": 556.7, "end": 557.28, "word": " محتاجه", "probability": 0.963623046875}, {"start": 557.28, "end": 558.5, "word": " الكلام", "probability": 0.8850911458333334}, {"start": 558.5, "end": 558.7, "word": " هذا", "probability": 0.81494140625}, {"start": 558.7, "end": 558.96, "word": " عشان", "probability": 0.9915364583333334}, {"start": 558.96, "end": 559.22, "word": " نبدأ", "probability": 0.9869791666666666}, {"start": 559.22, "end": 559.58, "word": " نشتغل", "probability": 0.98623046875}, {"start": 559.58, "end": 559.88, "word": " عليه", "probability": 0.98828125}, {"start": 559.88, "end": 560.74, "word": " محتاجين", "probability": 0.9854736328125}, {"start": 560.74, "end": 561.6, "word": " نحقق", "probability": 0.878173828125}, {"start": 561.6, "end": 562.12, "word": " مجموعة", "probability": 0.95361328125}, {"start": 562.12, "end": 562.64, "word": " أشياء", "probability": 0.958740234375}, {"start": 562.64, "end": 563.12, "word": " ضرورية", "probability": 0.98681640625}, {"start": 563.12, "end": 563.44, "word": " جدا", "probability": 0.99755859375}], "temperature": 1.0}, {"id": 25, "seek": 58750, "start": 564.32, "end": 587.5, "text": "محتاج أحدد المشكلة ونحدد ال linguistic variables ما أنا إيش محتاج عشان أقرر عشان أقول والله أنا محتاج ال spear هذه أو مش محتاجها لازم أروح أشتري مجموعة أو مش لازم أشتري مجموعة هنكون أكيد محتاجين نحدد ال variables تبعتنا محتاجين نعمل determine fuzzy sets ال sets تبعتنا بدنا نحددها", "tokens": [2304, 33753, 26108, 5551, 24401, 3215, 9673, 8592, 28820, 3660, 4032, 1863, 24401, 3215, 2423, 43002, 9102, 19446, 41850, 11933, 1829, 8592, 3714, 33753, 26108, 6225, 8592, 7649, 5551, 4587, 2288, 2288, 6225, 8592, 7649, 5551, 39648, 16070, 43761, 41850, 3714, 33753, 26108, 2423, 26993, 29538, 34051, 37893, 3714, 33753, 26108, 11296, 5296, 31377, 2304, 5551, 32887, 5016, 5551, 8592, 2655, 16572, 3714, 7435, 2304, 2407, 27884, 34051, 37893, 5296, 31377, 2304, 5551, 8592, 2655, 16572, 3714, 7435, 2304, 2407, 27884, 8032, 1863, 30544, 5551, 4117, 25708, 3714, 33753, 26108, 9957, 8717, 24401, 3215, 2423, 9102, 6055, 3555, 34268, 8315, 3714, 33753, 26108, 9957, 8717, 25957, 1211, 6997, 34710, 6352, 2423, 6352, 6055, 3555, 34268, 8315, 47525, 8315, 8717, 24401, 3215, 11296], "avg_logprob": -0.10340447021209127, "compression_ratio": 2.0088105726872247, "no_speech_prob": 0.0, "words": [{"start": 564.32, "end": 564.92, "word": "محتاج", "probability": 0.8785807291666666}, {"start": 564.92, "end": 565.6, "word": " أحدد", "probability": 0.908203125}, {"start": 565.6, "end": 566.3, "word": " المشكلة", "probability": 0.99755859375}, {"start": 566.3, "end": 567.08, "word": " ونحدد", "probability": 0.8004150390625}, {"start": 567.08, "end": 567.26, "word": " ال", "probability": 0.884765625}, {"start": 567.26, "end": 567.68, "word": " linguistic", "probability": 0.396728515625}, {"start": 567.68, "end": 568.64, "word": " variables", "probability": 0.94140625}, {"start": 568.64, "end": 569.24, "word": " ما", "probability": 0.36865234375}, {"start": 569.24, "end": 569.36, "word": " أنا", "probability": 0.70556640625}, {"start": 569.36, "end": 569.52, "word": " إيش", "probability": 0.8938802083333334}, {"start": 569.52, "end": 570.02, "word": " محتاج", "probability": 0.994140625}, {"start": 570.02, "end": 570.34, "word": " عشان", "probability": 0.9591471354166666}, {"start": 570.34, "end": 570.9, "word": " أقرر", "probability": 0.9822998046875}, {"start": 570.9, "end": 571.66, "word": " عشان", "probability": 0.9112955729166666}, {"start": 571.66, "end": 571.92, "word": " أقول", "probability": 0.984375}, {"start": 571.92, "end": 572.2, "word": " والله", "probability": 0.8408203125}, {"start": 572.2, "end": 572.42, "word": " أنا", "probability": 0.74462890625}, {"start": 572.42, "end": 572.76, "word": " محتاج", "probability": 0.9915364583333334}, {"start": 572.76, "end": 572.86, "word": " ال", "probability": 0.70361328125}, {"start": 572.86, "end": 573.12, "word": " spear", "probability": 0.327392578125}, {"start": 573.12, "end": 573.34, "word": " هذه", "probability": 0.5009765625}, {"start": 573.34, "end": 573.46, "word": " أو", "probability": 0.9287109375}, {"start": 573.46, "end": 573.6, "word": " مش", "probability": 0.97021484375}, {"start": 573.6, "end": 574.2, "word": " محتاجها", "probability": 0.9945068359375}, {"start": 574.2, "end": 574.82, "word": " لازم", "probability": 0.9464518229166666}, {"start": 574.82, "end": 575.04, "word": " أروح", "probability": 0.9733072916666666}, {"start": 575.04, "end": 575.34, "word": " أشتري", "probability": 0.96826171875}, {"start": 575.34, "end": 575.8, "word": " مجموعة", "probability": 0.92373046875}, {"start": 575.8, "end": 575.98, "word": " أو", "probability": 0.96728515625}, {"start": 575.98, "end": 576.12, "word": " مش", "probability": 0.990234375}, {"start": 576.12, "end": 576.36, "word": " لازم", "probability": 0.9964192708333334}, {"start": 576.36, "end": 576.58, "word": " أشتري", "probability": 0.9775390625}, {"start": 576.58, "end": 577.0, "word": " مجموعة", "probability": 0.95693359375}, {"start": 577.0, "end": 577.78, "word": " هنكون", "probability": 0.8347981770833334}, {"start": 577.78, "end": 578.2, "word": " أكيد", "probability": 0.9694010416666666}, {"start": 578.2, "end": 578.74, "word": " محتاجين", "probability": 0.9962158203125}, {"start": 578.74, "end": 579.48, "word": " نحدد", "probability": 0.9239908854166666}, {"start": 579.48, "end": 580.16, "word": " ال", "probability": 0.99462890625}, {"start": 580.16, "end": 580.78, "word": " variables", "probability": 0.87353515625}, {"start": 580.78, "end": 581.36, "word": " تبعتنا", "probability": 0.8707275390625}, {"start": 581.36, "end": 582.28, "word": " محتاجين", "probability": 0.972412109375}, {"start": 582.28, "end": 583.02, "word": " نعمل", "probability": 0.98876953125}, {"start": 583.02, "end": 583.82, "word": " determine", "probability": 0.677734375}, {"start": 583.82, "end": 585.2, "word": " fuzzy", "probability": 0.859375}, {"start": 585.2, "end": 585.6, "word": " sets", "probability": 0.9384765625}, {"start": 585.6, "end": 586.14, "word": " ال", "probability": 0.8740234375}, {"start": 586.14, "end": 586.36, "word": " sets", "probability": 0.951171875}, {"start": 586.36, "end": 586.82, "word": " تبعتنا", "probability": 0.963623046875}, {"start": 586.82, "end": 587.0, "word": " بدنا", "probability": 0.9296875}, {"start": 587.0, "end": 587.5, "word": " نحددها", "probability": 0.99560546875}], "temperature": 1.0}, {"id": 26, "seek": 60974, "start": 588.04, "end": 609.74, "text": "إيش ال sets اللي موجودة عندى؟ هل محتاج أجسم كل variable ل low, high, medium ولا إيش بالظبط؟ يعني إيش المسميات اللي بدنا نجسمها؟ ال sets اللي بدنا نجسمها؟ elect and construct fuzzy rules محتاجين نبني ال fuzzy rules سبعتنا ننشئ و نبني ال fuzzy rules محتاجين نحط rules ال rules هذه", "tokens": [28814, 1829, 8592, 2423, 6352, 13672, 1829, 3714, 29245, 23328, 3660, 43242, 7578, 22807, 8032, 1211, 3714, 33753, 26108, 5551, 7435, 38251, 28242, 7006, 5296, 2295, 11, 1090, 11, 6399, 49429, 11933, 1829, 8592, 20666, 19913, 3555, 9566, 22807, 37495, 22653, 11933, 1829, 8592, 9673, 38251, 1829, 9307, 13672, 1829, 47525, 8315, 8717, 7435, 38251, 11296, 22807, 2423, 6352, 13672, 1829, 47525, 8315, 8717, 7435, 38251, 11296, 22807, 2185, 293, 7690, 34710, 4474, 3714, 33753, 26108, 9957, 8717, 3555, 22653, 2423, 34710, 4474, 8608, 3555, 34268, 8315, 8717, 1863, 8592, 19986, 4032, 8717, 3555, 22653, 2423, 34710, 4474, 3714, 33753, 26108, 9957, 8717, 5016, 9566, 4474, 2423, 4474, 29538], "avg_logprob": -0.17911932224577123, "compression_ratio": 1.8130434782608695, "no_speech_prob": 0.0, "words": [{"start": 588.04, "end": 588.42, "word": "إيش", "probability": 0.6982828776041666}, {"start": 588.42, "end": 588.56, "word": " ال", "probability": 0.978515625}, {"start": 588.56, "end": 588.78, "word": " sets", "probability": 0.4814453125}, {"start": 588.78, "end": 588.92, "word": " اللي", "probability": 0.823974609375}, {"start": 588.92, "end": 589.38, "word": " موجودة", "probability": 0.9805908203125}, {"start": 589.38, "end": 590.2, "word": " عندى؟", "probability": 0.6922200520833334}, {"start": 590.2, "end": 590.7, "word": " هل", "probability": 0.9638671875}, {"start": 590.7, "end": 591.16, "word": " محتاج", "probability": 0.9925130208333334}, {"start": 591.16, "end": 591.7, "word": " أجسم", "probability": 0.9010416666666666}, {"start": 591.7, "end": 592.24, "word": " كل", "probability": 0.9853515625}, {"start": 592.24, "end": 593.04, "word": " variable", "probability": 0.947265625}, {"start": 593.04, "end": 593.64, "word": " ل", "probability": 0.87255859375}, {"start": 593.64, "end": 594.02, "word": " low,", "probability": 0.9033203125}, {"start": 594.08, "end": 594.4, "word": " high,", "probability": 0.89990234375}, {"start": 594.9, "end": 595.26, "word": " medium", "probability": 0.93212890625}, {"start": 595.26, "end": 595.46, "word": " ولا", "probability": 0.50537109375}, {"start": 595.46, "end": 595.68, "word": " إيش", "probability": 0.9319661458333334}, {"start": 595.68, "end": 596.14, "word": " بالظبط؟", "probability": 0.835205078125}, {"start": 596.14, "end": 596.32, "word": " يعني", "probability": 0.882080078125}, {"start": 596.32, "end": 596.54, "word": " إيش", "probability": 0.9558919270833334}, {"start": 596.54, "end": 597.04, "word": " المسميات", "probability": 0.940185546875}, {"start": 597.04, "end": 597.14, "word": " اللي", "probability": 0.948486328125}, {"start": 597.14, "end": 597.3, "word": " بدنا", "probability": 0.834228515625}, {"start": 597.3, "end": 597.72, "word": " نجسمها؟", "probability": 0.8873046875}, {"start": 597.72, "end": 597.82, "word": " ال", "probability": 0.94775390625}, {"start": 597.82, "end": 598.0, "word": " sets", "probability": 0.9560546875}, {"start": 598.0, "end": 598.14, "word": " اللي", "probability": 0.99169921875}, {"start": 598.14, "end": 598.3, "word": " بدنا", "probability": 0.93359375}, {"start": 598.3, "end": 599.38, "word": " نجسمها؟", "probability": 0.93349609375}, {"start": 599.38, "end": 599.92, "word": " elect", "probability": 0.61669921875}, {"start": 599.92, "end": 600.58, "word": " and", "probability": 0.96923828125}, {"start": 600.58, "end": 601.56, "word": " construct", "probability": 0.96337890625}, {"start": 601.56, "end": 602.0, "word": " fuzzy", "probability": 0.8798828125}, {"start": 602.0, "end": 602.4, "word": " rules", "probability": 0.8525390625}, {"start": 602.4, "end": 603.08, "word": " محتاجين", "probability": 0.9356689453125}, {"start": 603.08, "end": 603.48, "word": " نبني", "probability": 0.9300130208333334}, {"start": 603.48, "end": 604.2, "word": " ال", "probability": 0.88134765625}, {"start": 604.2, "end": 604.42, "word": " fuzzy", "probability": 0.9833984375}, {"start": 604.42, "end": 604.66, "word": " rules", "probability": 0.87060546875}, {"start": 604.66, "end": 605.12, "word": " سبعتنا", "probability": 0.7127685546875}, {"start": 605.12, "end": 605.5, "word": " ننشئ", "probability": 0.73187255859375}, {"start": 605.5, "end": 605.56, "word": " و", "probability": 0.61279296875}, {"start": 605.56, "end": 605.84, "word": " نبني", "probability": 0.8712565104166666}, {"start": 605.84, "end": 606.04, "word": " ال", "probability": 0.669921875}, {"start": 606.04, "end": 606.78, "word": " fuzzy", "probability": 0.98828125}, {"start": 606.78, "end": 607.58, "word": " rules", "probability": 0.85595703125}, {"start": 607.58, "end": 608.02, "word": " محتاجين", "probability": 0.96142578125}, {"start": 608.02, "end": 608.28, "word": " نحط", "probability": 0.86767578125}, {"start": 608.28, "end": 608.68, "word": " rules", "probability": 0.90283203125}, {"start": 608.68, "end": 609.18, "word": " ال", "probability": 0.7353515625}, {"start": 609.18, "end": 609.42, "word": " rules", "probability": 0.8603515625}, {"start": 609.42, "end": 609.74, "word": " هذه", "probability": 0.39404296875}], "temperature": 1.0}, {"id": 27, "seek": 63314, "start": 610.76, "end": 633.14, "text": "أنا عندي موجودة على الورق لكن أنا بدي أعطيها للحاسوب للكمبيوتر لإن هو هذا اللي بدي يبدأ يشتغل عليها بعدين عملية ال encoding ال encoding لل fuzzy sets وهذه برضه هنتكلم عنها من خلال إنه بدي code يعملي inference لل expert system تبعي الاستدلال وكيف ممكن يوصلني للحل في الآخر بنعمل evaluation لل system ككل", "tokens": [10721, 8315, 18871, 16254, 3714, 29245, 23328, 3660, 15844, 2423, 13063, 4587, 44381, 41850, 4724, 16254, 5551, 3615, 9566, 1829, 11296, 24976, 5016, 32277, 37746, 24976, 24793, 21292, 35473, 2288, 5296, 28814, 1863, 31439, 23758, 13672, 1829, 4724, 16254, 7251, 44510, 10721, 7251, 8592, 2655, 17082, 1211, 25894, 11296, 39182, 9957, 6225, 42213, 10632, 2423, 43430, 2423, 43430, 24976, 34710, 6352, 37037, 24192, 4724, 43042, 3224, 8032, 29399, 4117, 19528, 18871, 11296, 9154, 16490, 1211, 6027, 36145, 3224, 4724, 16254, 3089, 7251, 25957, 20292, 38253, 24976, 5844, 1185, 6055, 3555, 3615, 1829, 42963, 14851, 3215, 1211, 6027, 4032, 4117, 33911, 3714, 43020, 7251, 2407, 36520, 22653, 24976, 5016, 1211, 8978, 6024, 95, 34740, 44945, 25957, 1211, 13344, 24976, 1185, 9122, 28820], "avg_logprob": -0.15689037239453832, "compression_ratio": 1.704225352112676, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 610.76, "end": 611.02, "word": "أنا", "probability": 0.847900390625}, {"start": 611.02, "end": 611.24, "word": " عندي", "probability": 0.942626953125}, {"start": 611.24, "end": 611.66, "word": " موجودة", "probability": 0.760009765625}, {"start": 611.66, "end": 611.74, "word": " على", "probability": 0.681640625}, {"start": 611.74, "end": 611.98, "word": " الورق", "probability": 0.9768880208333334}, {"start": 611.98, "end": 612.14, "word": " لكن", "probability": 0.76416015625}, {"start": 612.14, "end": 612.28, "word": " أنا", "probability": 0.6044921875}, {"start": 612.28, "end": 612.44, "word": " بدي", "probability": 0.64404296875}, {"start": 612.44, "end": 612.74, "word": " أعطيها", "probability": 0.95693359375}, {"start": 612.74, "end": 613.26, "word": " للحاسوب", "probability": 0.9405517578125}, {"start": 613.26, "end": 614.0, "word": " للكمبيوتر", "probability": 0.8994140625}, {"start": 614.0, "end": 614.48, "word": " لإن", "probability": 0.7879231770833334}, {"start": 614.48, "end": 614.54, "word": " هو", "probability": 0.80029296875}, {"start": 614.54, "end": 614.66, "word": " هذا", "probability": 0.21923828125}, {"start": 614.66, "end": 614.74, "word": " اللي", "probability": 0.92431640625}, {"start": 614.74, "end": 614.86, "word": " بدي", "probability": 0.713623046875}, {"start": 614.86, "end": 615.08, "word": " يبدأ", "probability": 0.9397786458333334}, {"start": 615.08, "end": 615.52, "word": " يشتغل", "probability": 0.99404296875}, {"start": 615.52, "end": 616.12, "word": " عليها", "probability": 0.9912109375}, {"start": 616.12, "end": 616.92, "word": " بعدين", "probability": 0.80224609375}, {"start": 616.92, "end": 617.26, "word": " عملية", "probability": 0.984375}, {"start": 617.26, "end": 617.4, "word": " ال", "probability": 0.95458984375}, {"start": 617.4, "end": 617.84, "word": " encoding", "probability": 0.87646484375}, {"start": 617.84, "end": 618.58, "word": " ال", "probability": 0.85205078125}, {"start": 618.58, "end": 619.02, "word": " encoding", "probability": 0.8935546875}, {"start": 619.02, "end": 619.28, "word": " لل", "probability": 0.79248046875}, {"start": 619.28, "end": 619.56, "word": " fuzzy", "probability": 0.751953125}, {"start": 619.56, "end": 620.22, "word": " sets", "probability": 0.84912109375}, {"start": 620.22, "end": 620.96, "word": " وهذه", "probability": 0.717529296875}, {"start": 620.96, "end": 621.48, "word": " برضه", "probability": 0.9724934895833334}, {"start": 621.48, "end": 621.94, "word": " هنتكلم", "probability": 0.9111328125}, {"start": 621.94, "end": 622.36, "word": " عنها", "probability": 0.99755859375}, {"start": 622.36, "end": 622.8, "word": " من", "probability": 0.99560546875}, {"start": 622.8, "end": 623.38, "word": " خلال", "probability": 0.9969075520833334}, {"start": 623.38, "end": 623.82, "word": " إنه", "probability": 0.775634765625}, {"start": 623.82, "end": 624.08, "word": " بدي", "probability": 0.75439453125}, {"start": 624.08, "end": 624.5, "word": " code", "probability": 0.9150390625}, {"start": 624.5, "end": 624.96, "word": " يعملي", "probability": 0.683349609375}, {"start": 624.96, "end": 625.68, "word": " inference", "probability": 0.90283203125}, {"start": 625.68, "end": 626.4, "word": " لل", "probability": 0.6171875}, {"start": 626.4, "end": 626.82, "word": " expert", "probability": 0.40966796875}, {"start": 626.82, "end": 627.22, "word": " system", "probability": 0.96240234375}, {"start": 627.22, "end": 627.54, "word": " تبعي", "probability": 0.9356689453125}, {"start": 627.54, "end": 628.56, "word": " الاستدلال", "probability": 0.9474609375}, {"start": 628.56, "end": 628.84, "word": " وكيف", "probability": 0.91162109375}, {"start": 628.84, "end": 629.08, "word": " ممكن", "probability": 0.912353515625}, {"start": 629.08, "end": 629.62, "word": " يوصلني", "probability": 0.897705078125}, {"start": 629.62, "end": 630.06, "word": " للحل", "probability": 0.93359375}, {"start": 630.06, "end": 630.72, "word": " في", "probability": 0.7783203125}, {"start": 630.72, "end": 631.02, "word": " الآخر", "probability": 0.8933919270833334}, {"start": 631.02, "end": 631.34, "word": " بنعمل", "probability": 0.9093424479166666}, {"start": 631.34, "end": 631.9, "word": " evaluation", "probability": 0.97998046875}, {"start": 631.9, "end": 632.38, "word": " لل", "probability": 0.90771484375}, {"start": 632.38, "end": 632.74, "word": " system", "probability": 0.94775390625}, {"start": 632.74, "end": 633.14, "word": " ككل", "probability": 0.967041015625}], "temperature": 1.0}, {"id": 28, "seek": 64023, "start": 633.89, "end": 640.23, "text": "الـ system اللي هنعمله مثلا على ال MATLAB نعمله على C++ نعمله على Java whatever على Python", "tokens": [6027, 39184, 1185, 13672, 1829, 8032, 1863, 25957, 43761, 50113, 15040, 15844, 2423, 5904, 11435, 33, 8717, 25957, 43761, 15844, 383, 25472, 8717, 25957, 43761, 15844, 10745, 2035, 15844, 15329], "avg_logprob": -0.31350806836159, "compression_ratio": 1.3645833333333333, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 633.89, "end": 634.13, "word": "الـ", "probability": 0.380615234375}, {"start": 634.13, "end": 634.35, "word": " system", "probability": 0.72119140625}, {"start": 634.35, "end": 634.47, "word": " اللي", "probability": 0.745361328125}, {"start": 634.47, "end": 634.91, "word": " هنعمله", "probability": 0.848876953125}, {"start": 634.91, "end": 635.25, "word": " مثلا", "probability": 0.86865234375}, {"start": 635.25, "end": 635.45, "word": " على", "probability": 0.77197265625}, {"start": 635.45, "end": 635.61, "word": " ال", "probability": 0.47705078125}, {"start": 635.61, "end": 636.17, "word": " MATLAB", "probability": 0.7323811848958334}, {"start": 636.17, "end": 636.57, "word": " نعمله", "probability": 0.7897135416666666}, {"start": 636.57, "end": 636.69, "word": " على", "probability": 0.96923828125}, {"start": 636.69, "end": 637.31, "word": " C++", "probability": 0.747314453125}, {"start": 637.31, "end": 637.87, "word": " نعمله", "probability": 0.919921875}, {"start": 637.87, "end": 637.99, "word": " على", "probability": 0.8505859375}, {"start": 637.99, "end": 638.35, "word": " Java", "probability": 0.60302734375}, {"start": 638.35, "end": 639.07, "word": " whatever", "probability": 0.67822265625}, {"start": 639.07, "end": 639.81, "word": " على", "probability": 0.89404296875}, {"start": 639.81, "end": 640.23, "word": " Python", "probability": 0.7158203125}], "temperature": 1.0}, {"id": 29, "seek": 66803, "start": 641.15, "end": 668.03, "text": "بنعمله evaluation و tuning إذا كان محتاج ي tune the system بنعمله تعديل إذا كان محتاج تعديل و هنتكلم عن كل خطوة لحالة عملية ال specification لل problem نفسها و تحديد ال variables أكيد واحدة من الحيوانات المهمة جدا هل أنا مهتم فيها ولا لأ اللي هي ال mean delay هل ال delay مهم؟ أكيد مهم لأنه أنا بهمني أن ال user ييجي مايطولش، مايقعدش", "tokens": [3555, 1863, 25957, 43761, 13344, 4032, 15164, 11933, 15730, 25961, 3714, 33753, 26108, 7251, 10864, 264, 1185, 4724, 1863, 25957, 43761, 37279, 16254, 1211, 11933, 15730, 25961, 3714, 33753, 26108, 37279, 16254, 1211, 4032, 8032, 29399, 4117, 19528, 18871, 28242, 16490, 9566, 2407, 3660, 5296, 5016, 6027, 3660, 6225, 42213, 10632, 2423, 31256, 24976, 1154, 8717, 36178, 11296, 4032, 6055, 5016, 16254, 3215, 2423, 9102, 5551, 4117, 25708, 36764, 24401, 3660, 9154, 21542, 1829, 2407, 7649, 9307, 9673, 16095, 3660, 10874, 28259, 8032, 1211, 41850, 3714, 3224, 39237, 8978, 11296, 49429, 5296, 10721, 13672, 1829, 39896, 2423, 914, 8577, 8032, 1211, 2423, 8577, 3714, 16095, 22807, 5551, 4117, 25708, 3714, 16095, 5296, 33456, 3224, 41850, 4724, 16095, 22653, 14739, 2423, 4195, 7251, 1829, 7435, 1829, 19446, 1829, 9566, 12610, 8592, 12399, 19446, 1829, 4587, 22488, 8592], "avg_logprob": -0.16206660322899366, "compression_ratio": 1.7830508474576272, "no_speech_prob": 0.0, "words": [{"start": 641.15, "end": 641.59, "word": "بنعمله", "probability": 0.73443603515625}, {"start": 641.59, "end": 642.11, "word": " evaluation", "probability": 0.9365234375}, {"start": 642.11, "end": 642.87, "word": " و", "probability": 0.87158203125}, {"start": 642.87, "end": 643.99, "word": " tuning", "probability": 0.93603515625}, {"start": 643.99, "end": 644.61, "word": " إذا", "probability": 0.951904296875}, {"start": 644.61, "end": 644.81, "word": " كان", "probability": 0.99560546875}, {"start": 644.81, "end": 645.17, "word": " محتاج", "probability": 0.9918619791666666}, {"start": 645.17, "end": 645.25, "word": " ي", "probability": 0.45556640625}, {"start": 645.25, "end": 645.47, "word": " tune", "probability": 0.65771484375}, {"start": 645.47, "end": 645.63, "word": " the", "probability": 0.505859375}, {"start": 645.63, "end": 646.05, "word": " system", "probability": 0.9814453125}, {"start": 646.05, "end": 646.69, "word": " بنعمله", "probability": 0.8271484375}, {"start": 646.69, "end": 647.29, "word": " تعديل", "probability": 0.95947265625}, {"start": 647.29, "end": 647.51, "word": " إذا", "probability": 0.973388671875}, {"start": 647.51, "end": 647.69, "word": " كان", "probability": 0.9951171875}, {"start": 647.69, "end": 647.99, "word": " محتاج", "probability": 0.9938151041666666}, {"start": 647.99, "end": 648.37, "word": " تعديل", "probability": 0.9580078125}, {"start": 648.37, "end": 648.45, "word": " و", "probability": 0.127685546875}, {"start": 648.45, "end": 648.81, "word": " هنتكلم", "probability": 0.8551025390625}, {"start": 648.81, "end": 648.95, "word": " عن", "probability": 0.99755859375}, {"start": 648.95, "end": 649.09, "word": " كل", "probability": 0.97998046875}, {"start": 649.09, "end": 649.49, "word": " خطوة", "probability": 0.9852294921875}, {"start": 649.49, "end": 650.17, "word": " لحالة", "probability": 0.87109375}, {"start": 650.17, "end": 650.75, "word": " عملية", "probability": 0.9602864583333334}, {"start": 650.75, "end": 650.87, "word": " ال", "probability": 0.68896484375}, {"start": 650.87, "end": 651.37, "word": " specification", "probability": 0.93408203125}, {"start": 651.37, "end": 651.73, "word": " لل", "probability": 0.8193359375}, {"start": 651.73, "end": 652.15, "word": " problem", "probability": 0.53271484375}, {"start": 652.15, "end": 652.75, "word": " نفسها", "probability": 0.9970703125}, {"start": 652.75, "end": 653.19, "word": " و", "probability": 0.67529296875}, {"start": 653.19, "end": 653.93, "word": " تحديد", "probability": 0.9940185546875}, {"start": 653.93, "end": 654.05, "word": " ال", "probability": 0.95947265625}, {"start": 654.05, "end": 654.55, "word": " variables", "probability": 0.97216796875}, {"start": 654.55, "end": 655.27, "word": " أكيد", "probability": 0.9803059895833334}, {"start": 655.27, "end": 656.19, "word": " واحدة", "probability": 0.9842122395833334}, {"start": 656.19, "end": 656.31, "word": " من", "probability": 0.9931640625}, {"start": 656.31, "end": 656.61, "word": " الحيوانات", "probability": 0.80048828125}, {"start": 656.61, "end": 657.17, "word": " المهمة", "probability": 0.9503580729166666}, {"start": 657.17, "end": 657.49, "word": " جدا", "probability": 0.987060546875}, {"start": 657.49, "end": 657.85, "word": " هل", "probability": 0.775146484375}, {"start": 657.85, "end": 657.97, "word": " أنا", "probability": 0.88525390625}, {"start": 657.97, "end": 658.19, "word": " مهتم", "probability": 0.9298502604166666}, {"start": 658.19, "end": 658.39, "word": " فيها", "probability": 0.964111328125}, {"start": 658.39, "end": 658.51, "word": " ولا", "probability": 0.79541015625}, {"start": 658.51, "end": 658.75, "word": " لأ", "probability": 0.830078125}, {"start": 658.75, "end": 658.97, "word": " اللي", "probability": 0.90673828125}, {"start": 658.97, "end": 659.23, "word": " هي", "probability": 0.88671875}, {"start": 659.23, "end": 659.45, "word": " ال", "probability": 0.94775390625}, {"start": 659.45, "end": 659.63, "word": " mean", "probability": 0.75390625}, {"start": 659.63, "end": 659.99, "word": " delay", "probability": 0.97119140625}, {"start": 659.99, "end": 660.81, "word": " هل", "probability": 0.939453125}, {"start": 660.81, "end": 661.27, "word": " ال", "probability": 0.9736328125}, {"start": 661.27, "end": 661.67, "word": " delay", "probability": 0.9931640625}, {"start": 661.67, "end": 663.83, "word": " مهم؟", "probability": 0.8567708333333334}, {"start": 663.83, "end": 664.25, "word": " أكيد", "probability": 0.970703125}, {"start": 664.25, "end": 664.57, "word": " مهم", "probability": 0.9951171875}, {"start": 664.57, "end": 665.23, "word": " لأنه", "probability": 0.6778971354166666}, {"start": 665.23, "end": 665.33, "word": " أنا", "probability": 0.52880859375}, {"start": 665.33, "end": 665.79, "word": " بهمني", "probability": 0.7976888020833334}, {"start": 665.79, "end": 666.01, "word": " أن", "probability": 0.64794921875}, {"start": 666.01, "end": 666.27, "word": " ال", "probability": 0.57666015625}, {"start": 666.27, "end": 666.61, "word": " user", "probability": 0.9716796875}, {"start": 666.61, "end": 666.95, "word": " ييجي", "probability": 0.9326171875}, {"start": 666.95, "end": 667.55, "word": " مايطولش،", "probability": 0.6892496744791666}, {"start": 667.55, "end": 668.03, "word": " مايقعدش", "probability": 0.976171875}], "temperature": 1.0}, {"id": 30, "seek": 67657, "start": 668.57, "end": 676.57, "text": "على طول أكون موفر له ال spare part أو إذا كان بده تصليح يكون زمن التصليح كتير", "tokens": [3615, 23942, 23032, 12610, 5551, 30544, 3714, 38688, 2288, 46740, 2423, 13798, 644, 34051, 11933, 15730, 25961, 47525, 3224, 6055, 9381, 20292, 5016, 7251, 30544, 30767, 27842, 16712, 9381, 20292, 5016, 9122, 2655, 13546], "avg_logprob": -0.11177455612591335, "compression_ratio": 1.2647058823529411, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 668.57, "end": 668.79, "word": "على", "probability": 0.81201171875}, {"start": 668.79, "end": 669.01, "word": " طول", "probability": 0.986083984375}, {"start": 669.01, "end": 669.29, "word": " أكون", "probability": 0.8349609375}, {"start": 669.29, "end": 669.79, "word": " موفر", "probability": 0.9002278645833334}, {"start": 669.79, "end": 669.97, "word": " له", "probability": 0.474853515625}, {"start": 669.97, "end": 670.51, "word": " ال", "probability": 0.9130859375}, {"start": 670.51, "end": 672.11, "word": " spare", "probability": 0.765625}, {"start": 672.11, "end": 672.85, "word": " part", "probability": 0.7099609375}, {"start": 672.85, "end": 673.51, "word": " أو", "probability": 0.8173828125}, {"start": 673.51, "end": 673.85, "word": " إذا", "probability": 0.920166015625}, {"start": 673.85, "end": 674.03, "word": " كان", "probability": 0.98974609375}, {"start": 674.03, "end": 674.25, "word": " بده", "probability": 0.872802734375}, {"start": 674.25, "end": 674.85, "word": " تصليح", "probability": 0.9530029296875}, {"start": 674.85, "end": 675.31, "word": " يكون", "probability": 0.912841796875}, {"start": 675.31, "end": 675.73, "word": " زمن", "probability": 0.956298828125}, {"start": 675.73, "end": 676.19, "word": " التصليح", "probability": 0.983642578125}, {"start": 676.19, "end": 676.57, "word": " كتير", "probability": 0.9853515625}], "temperature": 1.0}, {"id": 31, "seek": 69820, "start": 677.36, "end": 698.2, "text": "قليل فإذا في عندى ال waiting time ال average waiting time مهم جدا في عندى ال repair utilization factor جداش معامل استخدام التصليح أو اللى هو بتام تصليحه هل لو جاتنى خمسين قطعة filled items جداش بتطلع منهم", "tokens": [4587, 20292, 1211, 6156, 28814, 15730, 8978, 43242, 7578, 2423, 3806, 565, 2423, 4274, 3806, 565, 3714, 16095, 10874, 28259, 8978, 43242, 7578, 2423, 10535, 37074, 5952, 10874, 3215, 33599, 20449, 10943, 1211, 44713, 9778, 3215, 10943, 16712, 9381, 20292, 5016, 34051, 13672, 7578, 31439, 39894, 10943, 6055, 9381, 20292, 5016, 3224, 8032, 1211, 45164, 10874, 9307, 1863, 7578, 16490, 2304, 3794, 9957, 12174, 9566, 27884, 6412, 4754, 10874, 3215, 33599, 39894, 9566, 1211, 3615, 9154, 16095], "avg_logprob": -0.15484776214147225, "compression_ratio": 1.5714285714285714, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 677.36, "end": 677.82, "word": "قليل", "probability": 0.8580729166666666}, {"start": 677.82, "end": 679.06, "word": " فإذا", "probability": 0.8522135416666666}, {"start": 679.06, "end": 679.26, "word": " في", "probability": 0.81884765625}, {"start": 679.26, "end": 679.7, "word": " عندى", "probability": 0.75}, {"start": 679.7, "end": 680.3, "word": " ال", "probability": 0.9873046875}, {"start": 680.3, "end": 680.76, "word": " waiting", "probability": 0.428466796875}, {"start": 680.76, "end": 681.32, "word": " time", "probability": 0.87060546875}, {"start": 681.32, "end": 681.7, "word": " ال", "probability": 0.83251953125}, {"start": 681.7, "end": 681.94, "word": " average", "probability": 0.63525390625}, {"start": 681.94, "end": 682.28, "word": " waiting", "probability": 0.859375}, {"start": 682.28, "end": 682.56, "word": " time", "probability": 0.90869140625}, {"start": 682.56, "end": 682.82, "word": " مهم", "probability": 0.982666015625}, {"start": 682.82, "end": 683.18, "word": " جدا", "probability": 0.983642578125}, {"start": 683.18, "end": 683.58, "word": " في", "probability": 0.7275390625}, {"start": 683.58, "end": 683.82, "word": " عندى", "probability": 0.77880859375}, {"start": 683.82, "end": 683.86, "word": " ال", "probability": 0.64453125}, {"start": 683.86, "end": 684.1, "word": " repair", "probability": 0.923828125}, {"start": 684.1, "end": 684.88, "word": " utilization", "probability": 0.96630859375}, {"start": 684.88, "end": 685.54, "word": " factor", "probability": 0.9345703125}, {"start": 685.54, "end": 686.24, "word": " جداش", "probability": 0.7900390625}, {"start": 686.24, "end": 687.28, "word": " معامل", "probability": 0.9871419270833334}, {"start": 687.28, "end": 688.26, "word": " استخدام", "probability": 0.9708251953125}, {"start": 688.26, "end": 689.12, "word": " التصليح", "probability": 0.9156494140625}, {"start": 689.12, "end": 689.36, "word": " أو", "probability": 0.8818359375}, {"start": 689.36, "end": 689.58, "word": " اللى", "probability": 0.7181396484375}, {"start": 689.58, "end": 689.74, "word": " هو", "probability": 0.88037109375}, {"start": 689.74, "end": 690.08, "word": " بتام", "probability": 0.813232421875}, {"start": 690.08, "end": 690.8, "word": " تصليحه", "probability": 0.9732421875}, {"start": 690.8, "end": 692.34, "word": " هل", "probability": 0.9150390625}, {"start": 692.34, "end": 692.88, "word": " لو", "probability": 0.97412109375}, {"start": 692.88, "end": 693.42, "word": " جاتنى", "probability": 0.7435302734375}, {"start": 693.42, "end": 694.02, "word": " خمسين", "probability": 0.983154296875}, {"start": 694.02, "end": 694.8, "word": " قطعة", "probability": 0.9749348958333334}, {"start": 694.8, "end": 695.4, "word": " filled", "probability": 0.67822265625}, {"start": 695.4, "end": 696.46, "word": " items", "probability": 0.68505859375}, {"start": 696.46, "end": 697.42, "word": " جداش", "probability": 0.8839518229166666}, {"start": 697.42, "end": 697.76, "word": " بتطلع", "probability": 0.85198974609375}, {"start": 697.76, "end": 698.2, "word": " منهم", "probability": 0.990966796875}], "temperature": 1.0}, {"id": 32, "seek": 72234, "start": 699.34, "end": 722.34, "text": "repaired items هل ممكن من الخمسين أصلح أربعين فهذا معامل الإصلاح أو استخدام اللي بده يتم إصلاحه ال surface center طبعا في surface center هذه هتسميها raw ال number of servers هذه برضه حاجة مهمة كده عدد الناس اللي بيستخدوا اللي بيشتغلوا هل عددهم كبير فمعنى ذلك انهم ممكن يشهلوا يحلوا", "tokens": [265, 4306, 1824, 4754, 8032, 1211, 3714, 43020, 9154, 33962, 2304, 3794, 9957, 5551, 36520, 5016, 5551, 25513, 3615, 9957, 6156, 3224, 15730, 20449, 10943, 1211, 33688, 9381, 15040, 5016, 34051, 44713, 9778, 3215, 10943, 13672, 1829, 47525, 3224, 7251, 39237, 11933, 9381, 15040, 5016, 3224, 2423, 3753, 3056, 23032, 3555, 3615, 995, 8978, 3753, 3056, 29538, 8032, 2655, 38251, 1829, 11296, 8936, 2423, 1230, 295, 15909, 29538, 4724, 43042, 3224, 11331, 26108, 3660, 3714, 16095, 3660, 9122, 3215, 3224, 6225, 3215, 3215, 2423, 8315, 3794, 13672, 1829, 4724, 1829, 14851, 9778, 3215, 14407, 13672, 1829, 4724, 1829, 8592, 2655, 17082, 1211, 14407, 8032, 1211, 6225, 3215, 3215, 16095, 9122, 3555, 13546, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 16472, 16095, 3714, 43020, 7251, 8592, 3224, 1211, 14407, 7251, 5016, 1211, 14407], "avg_logprob": -0.165061084399546, "compression_ratio": 1.7635658914728682, "no_speech_prob": 1.1920928955078125e-06, "words": [{"start": 699.3399999999999, "end": 700.18, "word": "repaired", "probability": 0.6631673177083334}, {"start": 700.18, "end": 700.92, "word": " items", "probability": 0.8330078125}, {"start": 700.92, "end": 701.4, "word": " هل", "probability": 0.809326171875}, {"start": 701.4, "end": 701.64, "word": " ممكن", "probability": 0.97509765625}, {"start": 701.64, "end": 701.8, "word": " من", "probability": 0.98779296875}, {"start": 701.8, "end": 702.28, "word": " الخمسين", "probability": 0.92236328125}, {"start": 702.28, "end": 702.82, "word": " أصلح", "probability": 0.8079427083333334}, {"start": 702.82, "end": 703.5, "word": " أربعين", "probability": 0.9381103515625}, {"start": 703.5, "end": 704.34, "word": " فهذا", "probability": 0.646484375}, {"start": 704.34, "end": 704.96, "word": " معامل", "probability": 0.9601236979166666}, {"start": 704.96, "end": 706.32, "word": " الإصلاح", "probability": 0.8984375}, {"start": 706.32, "end": 706.5, "word": " أو", "probability": 0.912109375}, {"start": 706.5, "end": 706.98, "word": " استخدام", "probability": 0.93212890625}, {"start": 706.98, "end": 707.12, "word": " اللي", "probability": 0.88427734375}, {"start": 707.12, "end": 707.38, "word": " بده", "probability": 0.6708984375}, {"start": 707.38, "end": 707.78, "word": " يتم", "probability": 0.8212890625}, {"start": 707.78, "end": 708.32, "word": " إصلاحه", "probability": 0.94296875}, {"start": 708.32, "end": 709.18, "word": " ال", "probability": 0.96044921875}, {"start": 709.18, "end": 709.82, "word": " surface", "probability": 0.75244140625}, {"start": 709.82, "end": 710.48, "word": " center", "probability": 0.8466796875}, {"start": 710.48, "end": 710.74, "word": " طبعا", "probability": 0.9248046875}, {"start": 710.74, "end": 710.84, "word": " في", "probability": 0.68896484375}, {"start": 710.84, "end": 711.06, "word": " surface", "probability": 0.7431640625}, {"start": 711.06, "end": 711.26, "word": " center", "probability": 0.85107421875}, {"start": 711.26, "end": 711.4, "word": " هذه", "probability": 0.135498046875}, {"start": 711.4, "end": 711.86, "word": " هتسميها", "probability": 0.8341796875}, {"start": 711.86, "end": 712.08, "word": " raw", "probability": 0.69482421875}, {"start": 712.08, "end": 712.72, "word": " ال", "probability": 0.86376953125}, {"start": 712.72, "end": 713.02, "word": " number", "probability": 0.974609375}, {"start": 713.02, "end": 713.36, "word": " of", "probability": 0.9853515625}, {"start": 713.36, "end": 714.14, "word": " servers", "probability": 0.92626953125}, {"start": 714.14, "end": 714.74, "word": " هذه", "probability": 0.448974609375}, {"start": 714.74, "end": 714.98, "word": " برضه", "probability": 0.958984375}, {"start": 714.98, "end": 715.22, "word": " حاجة", "probability": 0.9920247395833334}, {"start": 715.22, "end": 715.52, "word": " مهمة", "probability": 0.9759114583333334}, {"start": 715.52, "end": 715.74, "word": " كده", "probability": 0.7327473958333334}, {"start": 715.74, "end": 716.1, "word": " عدد", "probability": 0.8810221354166666}, {"start": 716.1, "end": 716.68, "word": " الناس", "probability": 0.9747721354166666}, {"start": 716.68, "end": 716.78, "word": " اللي", "probability": 0.980224609375}, {"start": 716.78, "end": 717.3, "word": " بيستخدوا", "probability": 0.790771484375}, {"start": 717.3, "end": 717.54, "word": " اللي", "probability": 0.9306640625}, {"start": 717.54, "end": 718.7, "word": " بيشتغلوا", "probability": 0.9683314732142857}, {"start": 718.7, "end": 719.34, "word": " هل", "probability": 0.958740234375}, {"start": 719.34, "end": 719.82, "word": " عددهم", "probability": 0.993408203125}, {"start": 719.82, "end": 720.24, "word": " كبير", "probability": 0.9949544270833334}, {"start": 720.24, "end": 720.68, "word": " فمعنى", "probability": 0.91884765625}, {"start": 720.68, "end": 720.9, "word": " ذلك", "probability": 0.993896484375}, {"start": 720.9, "end": 721.1, "word": " انهم", "probability": 0.494140625}, {"start": 721.1, "end": 721.32, "word": " ممكن", "probability": 0.775634765625}, {"start": 721.32, "end": 721.92, "word": " يشهلوا", "probability": 0.898046875}, {"start": 721.92, "end": 722.34, "word": " يحلوا", "probability": 0.931640625}], "temperature": 1.0}, {"id": 33, "seek": 74638, "start": 723.46, "end": 746.38, "text": "المشاكل بشكل سريع و كل واحد ممكن يمسكله part و يخلصوها مع بعض ال initial number of spare parts ال spare parts اللي موجودة على ال shelf عندي جدش عددها اصلا initially عددهم in و أنا جدش بدي يكون عددهم لأن هذا بيهمني دائما هو الحل اللي بدي أصله جدش لازم يكون فيه عندي دائما number of spare parts", "tokens": [45340, 8592, 995, 28820, 4724, 8592, 28820, 8608, 16572, 3615, 4032, 28242, 36764, 24401, 3714, 43020, 7251, 2304, 3794, 4117, 43761, 644, 4032, 7251, 9778, 1211, 9381, 2407, 11296, 20449, 45030, 11242, 2423, 5883, 1230, 295, 13798, 3166, 2423, 13798, 3166, 13672, 1829, 3714, 29245, 23328, 3660, 15844, 2423, 15222, 18871, 16254, 10874, 3215, 8592, 6225, 3215, 3215, 11296, 1975, 9381, 15040, 9105, 6225, 3215, 3215, 16095, 294, 4032, 41850, 10874, 3215, 8592, 47525, 1829, 7251, 30544, 6225, 3215, 3215, 16095, 5296, 33456, 23758, 4724, 1829, 16095, 22653, 11778, 16373, 15042, 31439, 21542, 1211, 13672, 1829, 4724, 16254, 5551, 36520, 3224, 10874, 3215, 8592, 5296, 31377, 2304, 7251, 30544, 8978, 3224, 18871, 16254, 11778, 16373, 15042, 1230, 295, 13798, 3166], "avg_logprob": -0.1642562042583119, "compression_ratio": 1.8414634146341464, "no_speech_prob": 0.0, "words": [{"start": 723.46, "end": 724.04, "word": "المشاكل", "probability": 0.9342041015625}, {"start": 724.04, "end": 724.42, "word": " بشكل", "probability": 0.99658203125}, {"start": 724.42, "end": 724.86, "word": " سريع", "probability": 0.9920247395833334}, {"start": 724.86, "end": 725.36, "word": " و", "probability": 0.88720703125}, {"start": 725.36, "end": 725.64, "word": " كل", "probability": 0.388671875}, {"start": 725.64, "end": 725.86, "word": " واحد", "probability": 0.9951171875}, {"start": 725.86, "end": 726.12, "word": " ممكن", "probability": 0.8232421875}, {"start": 726.12, "end": 726.78, "word": " يمسكله", "probability": 0.8861328125}, {"start": 726.78, "end": 727.18, "word": " part", "probability": 0.9677734375}, {"start": 727.18, "end": 727.64, "word": " و", "probability": 0.9697265625}, {"start": 727.64, "end": 728.38, "word": " يخلصوها", "probability": 0.9769694010416666}, {"start": 728.38, "end": 728.54, "word": " مع", "probability": 0.99658203125}, {"start": 728.54, "end": 728.88, "word": " بعض", "probability": 0.99609375}, {"start": 728.88, "end": 729.46, "word": " ال", "probability": 0.9736328125}, {"start": 729.46, "end": 729.78, "word": " initial", "probability": 0.89990234375}, {"start": 729.78, "end": 730.12, "word": " number", "probability": 0.9677734375}, {"start": 730.12, "end": 730.3, "word": " of", "probability": 0.97900390625}, {"start": 730.3, "end": 730.7, "word": " spare", "probability": 0.95166015625}, {"start": 730.7, "end": 731.42, "word": " parts", "probability": 0.91552734375}, {"start": 731.42, "end": 731.86, "word": " ال", "probability": 0.87255859375}, {"start": 731.86, "end": 732.16, "word": " spare", "probability": 0.77978515625}, {"start": 732.16, "end": 732.52, "word": " parts", "probability": 0.90771484375}, {"start": 732.52, "end": 732.66, "word": " اللي", "probability": 0.828857421875}, {"start": 732.66, "end": 733.0, "word": " موجودة", "probability": 0.982666015625}, {"start": 733.0, "end": 733.12, "word": " على", "probability": 0.79296875}, {"start": 733.12, "end": 733.22, "word": " ال", "probability": 0.368896484375}, {"start": 733.22, "end": 733.48, "word": " shelf", "probability": 0.7109375}, {"start": 733.48, "end": 733.82, "word": " عندي", "probability": 0.861572265625}, {"start": 733.82, "end": 734.48, "word": " جدش", "probability": 0.6185709635416666}, {"start": 734.48, "end": 734.88, "word": " عددها", "probability": 0.983154296875}, {"start": 734.88, "end": 735.16, "word": " اصلا", "probability": 0.7913411458333334}, {"start": 735.16, "end": 735.64, "word": " initially", "probability": 0.39990234375}, {"start": 735.64, "end": 736.38, "word": " عددهم", "probability": 0.961669921875}, {"start": 736.38, "end": 736.56, "word": " in", "probability": 0.58935546875}, {"start": 736.56, "end": 736.7, "word": " و", "probability": 0.458984375}, {"start": 736.7, "end": 736.84, "word": " أنا", "probability": 0.469970703125}, {"start": 736.84, "end": 737.38, "word": " جدش", "probability": 0.8077799479166666}, {"start": 737.38, "end": 737.7, "word": " بدي", "probability": 0.582275390625}, {"start": 737.7, "end": 738.12, "word": " يكون", "probability": 0.920654296875}, {"start": 738.12, "end": 738.6, "word": " عددهم", "probability": 0.9912109375}, {"start": 738.6, "end": 739.04, "word": " لأن", "probability": 0.707763671875}, {"start": 739.04, "end": 739.24, "word": " هذا", "probability": 0.42236328125}, {"start": 739.24, "end": 739.68, "word": " بيهمني", "probability": 0.8702392578125}, {"start": 739.68, "end": 740.16, "word": " دائما", "probability": 0.8756510416666666}, {"start": 740.16, "end": 740.44, "word": " هو", "probability": 0.88330078125}, {"start": 740.44, "end": 740.84, "word": " الحل", "probability": 0.98681640625}, {"start": 740.84, "end": 741.0, "word": " اللي", "probability": 0.978271484375}, {"start": 741.0, "end": 741.22, "word": " بدي", "probability": 0.748046875}, {"start": 741.22, "end": 741.64, "word": " أصله", "probability": 0.75390625}, {"start": 741.64, "end": 742.18, "word": " جدش", "probability": 0.9611002604166666}, {"start": 742.18, "end": 742.44, "word": " لازم", "probability": 0.9918619791666666}, {"start": 742.44, "end": 742.66, "word": " يكون", "probability": 0.97998046875}, {"start": 742.66, "end": 742.88, "word": " فيه", "probability": 0.762451171875}, {"start": 742.88, "end": 743.14, "word": " عندي", "probability": 0.847900390625}, {"start": 743.14, "end": 743.56, "word": " دائما", "probability": 0.82421875}, {"start": 743.56, "end": 744.72, "word": " number", "probability": 0.986328125}, {"start": 744.72, "end": 745.14, "word": " of", "probability": 0.9873046875}, {"start": 745.14, "end": 745.82, "word": " spare", "probability": 0.94921875}, {"start": 745.82, "end": 746.38, "word": " parts", "probability": 0.890625}], "temperature": 1.0}, {"id": 34, "seek": 76960, "start": 747.44, "end": 769.6, "text": "الأن حددنا تقريبا معظم الأمور اللي بدنا إياها في عندي three variables اللي هي ال waiting time ال utilization أو ال repair utilization factor وعندي ال number of servers والنتج اللي بديها اللي هو ال end أو ال spare parts اللي لازم دايما تكون متوفرة", "tokens": [6027, 33456, 11331, 3215, 3215, 8315, 6055, 4587, 16572, 3555, 995, 20449, 19913, 2304, 16247, 2304, 13063, 13672, 1829, 47525, 8315, 11933, 25528, 11296, 8978, 18871, 16254, 1045, 9102, 13672, 1829, 39896, 2423, 3806, 565, 2423, 37074, 34051, 2423, 10535, 37074, 5952, 4032, 3615, 1863, 16254, 2423, 1230, 295, 15909, 16070, 29399, 7435, 13672, 1829, 4724, 16254, 11296, 13672, 1829, 31439, 2423, 917, 34051, 2423, 13798, 3166, 13672, 1829, 5296, 31377, 2304, 11778, 47302, 15042, 6055, 30544, 44650, 38688, 25720], "avg_logprob": -0.20794753675107602, "compression_ratio": 1.6484018264840183, "no_speech_prob": 0.0, "words": [{"start": 747.44, "end": 748.2, "word": "الأن", "probability": 0.5008544921875}, {"start": 748.2, "end": 748.7, "word": " حددنا", "probability": 0.927001953125}, {"start": 748.7, "end": 749.26, "word": " تقريبا", "probability": 0.97333984375}, {"start": 749.26, "end": 749.9, "word": " معظم", "probability": 0.9456380208333334}, {"start": 749.9, "end": 750.18, "word": " الأمور", "probability": 0.9855143229166666}, {"start": 750.18, "end": 750.3, "word": " اللي", "probability": 0.841552734375}, {"start": 750.3, "end": 750.48, "word": " بدنا", "probability": 0.90234375}, {"start": 750.48, "end": 750.7, "word": " إياها", "probability": 0.7005615234375}, {"start": 750.7, "end": 750.82, "word": " في", "probability": 0.3427734375}, {"start": 750.82, "end": 751.1, "word": " عندي", "probability": 0.751708984375}, {"start": 751.1, "end": 751.48, "word": " three", "probability": 0.498291015625}, {"start": 751.48, "end": 752.08, "word": " variables", "probability": 0.94580078125}, {"start": 752.08, "end": 753.06, "word": " اللي", "probability": 0.94287109375}, {"start": 753.06, "end": 753.36, "word": " هي", "probability": 0.91748046875}, {"start": 753.36, "end": 754.1, "word": " ال", "probability": 0.98876953125}, {"start": 754.1, "end": 754.52, "word": " waiting", "probability": 0.429443359375}, {"start": 754.52, "end": 755.04, "word": " time", "probability": 0.8232421875}, {"start": 755.04, "end": 756.12, "word": " ال", "probability": 0.88818359375}, {"start": 756.12, "end": 757.66, "word": " utilization", "probability": 0.501953125}, {"start": 757.66, "end": 757.98, "word": " أو", "probability": 0.66455078125}, {"start": 757.98, "end": 758.46, "word": " ال", "probability": 0.951171875}, {"start": 758.46, "end": 759.02, "word": " repair", "probability": 0.921875}, {"start": 759.02, "end": 760.06, "word": " utilization", "probability": 0.771484375}, {"start": 760.06, "end": 760.76, "word": " factor", "probability": 0.94287109375}, {"start": 760.76, "end": 762.06, "word": " وعندي", "probability": 0.9310302734375}, {"start": 762.06, "end": 762.2, "word": " ال", "probability": 0.8076171875}, {"start": 762.2, "end": 762.44, "word": " number", "probability": 0.97509765625}, {"start": 762.44, "end": 762.72, "word": " of", "probability": 0.98583984375}, {"start": 762.72, "end": 763.52, "word": " servers", "probability": 0.9169921875}, {"start": 763.52, "end": 765.32, "word": " والنتج", "probability": 0.7132161458333334}, {"start": 765.32, "end": 765.46, "word": " اللي", "probability": 0.926513671875}, {"start": 765.46, "end": 765.86, "word": " بديها", "probability": 0.6400146484375}, {"start": 765.86, "end": 766.06, "word": " اللي", "probability": 0.953857421875}, {"start": 766.06, "end": 766.24, "word": " هو", "probability": 0.97509765625}, {"start": 766.24, "end": 766.38, "word": " ال", "probability": 0.92724609375}, {"start": 766.38, "end": 766.58, "word": " end", "probability": 0.2479248046875}, {"start": 766.58, "end": 767.04, "word": " أو", "probability": 0.869140625}, {"start": 767.04, "end": 767.16, "word": " ال", "probability": 0.9111328125}, {"start": 767.16, "end": 767.46, "word": " spare", "probability": 0.916015625}, {"start": 767.46, "end": 768.1, "word": " parts", "probability": 0.876953125}, {"start": 768.1, "end": 768.34, "word": " اللي", "probability": 0.9873046875}, {"start": 768.34, "end": 768.58, "word": " لازم", "probability": 0.96435546875}, {"start": 768.58, "end": 768.8, "word": " دايما", "probability": 0.86181640625}, {"start": 768.8, "end": 769.08, "word": " تكون", "probability": 0.8828125}, {"start": 769.08, "end": 769.6, "word": " متوفرة", "probability": 0.984375}], "temperature": 1.0}, {"id": 35, "seek": 79581, "start": 770.11, "end": 795.81, "text": "بنحطلها الشغل التاني اللي هي linguistic variables و ال ranges تبعتها ال range من إلى فبنبدأ نحط ال values حددنا ال linguistic ال variables لأ ال variables لسه جواها بنحط ال linguistic value نقول والله للجزء الأول اللي هو ال time أو ال waiting time هيكون في عندي very short في عندي short و في عندي medium", "tokens": [3555, 1863, 5016, 9566, 1211, 11296, 25124, 17082, 1211, 16712, 7649, 1829, 13672, 1829, 39896, 43002, 9102, 4032, 2423, 22526, 6055, 3555, 34268, 11296, 2423, 3613, 9154, 30731, 6156, 3555, 1863, 44510, 10721, 8717, 5016, 9566, 2423, 4190, 11331, 3215, 3215, 8315, 2423, 43002, 2423, 9102, 5296, 10721, 2423, 9102, 5296, 3794, 3224, 10874, 14407, 11296, 44945, 5016, 9566, 2423, 43002, 2158, 8717, 39648, 16070, 43761, 24976, 7435, 11622, 38207, 16247, 12610, 13672, 1829, 31439, 2423, 565, 34051, 2423, 3806, 565, 39896, 30544, 8978, 18871, 16254, 588, 2099, 8978, 18871, 16254, 2099, 4032, 8978, 18871, 16254, 6399], "avg_logprob": -0.14708226949584727, "compression_ratio": 1.871244635193133, "no_speech_prob": 0.0, "words": [{"start": 770.11, "end": 770.99, "word": "بنحطلها", "probability": 0.91259765625}, {"start": 770.99, "end": 771.65, "word": " الشغل", "probability": 0.83740234375}, {"start": 771.65, "end": 771.97, "word": " التاني", "probability": 0.9641927083333334}, {"start": 771.97, "end": 772.09, "word": " اللي", "probability": 0.938232421875}, {"start": 772.09, "end": 772.19, "word": " هي", "probability": 0.8896484375}, {"start": 772.19, "end": 772.55, "word": " linguistic", "probability": 0.46826171875}, {"start": 772.55, "end": 773.15, "word": " variables", "probability": 0.9375}, {"start": 773.15, "end": 773.47, "word": " و", "probability": 0.81591796875}, {"start": 773.47, "end": 773.99, "word": " ال", "probability": 0.76904296875}, {"start": 773.99, "end": 774.33, "word": " ranges", "probability": 0.7275390625}, {"start": 774.33, "end": 774.93, "word": " تبعتها", "probability": 0.8544921875}, {"start": 774.93, "end": 775.59, "word": " ال", "probability": 0.81201171875}, {"start": 775.59, "end": 775.85, "word": " range", "probability": 0.9111328125}, {"start": 775.85, "end": 776.07, "word": " من", "probability": 0.98583984375}, {"start": 776.07, "end": 776.37, "word": " إلى", "probability": 0.5400390625}, {"start": 776.37, "end": 777.07, "word": " فبنبدأ", "probability": 0.90634765625}, {"start": 777.07, "end": 777.45, "word": " نحط", "probability": 0.9816080729166666}, {"start": 777.45, "end": 777.75, "word": " ال", "probability": 0.98583984375}, {"start": 777.75, "end": 778.29, "word": " values", "probability": 0.974609375}, {"start": 778.29, "end": 779.47, "word": " حددنا", "probability": 0.98388671875}, {"start": 779.47, "end": 779.91, "word": " ال", "probability": 0.91015625}, {"start": 779.91, "end": 780.33, "word": " linguistic", "probability": 0.58349609375}, {"start": 780.33, "end": 780.67, "word": " ال", "probability": 0.505859375}, {"start": 780.67, "end": 781.45, "word": " variables", "probability": 0.77392578125}, {"start": 781.45, "end": 781.89, "word": " لأ", "probability": 0.94970703125}, {"start": 781.89, "end": 782.05, "word": " ال", "probability": 0.9599609375}, {"start": 782.05, "end": 782.41, "word": " variables", "probability": 0.9775390625}, {"start": 782.41, "end": 782.81, "word": " لسه", "probability": 0.951171875}, {"start": 782.81, "end": 783.17, "word": " جواها", "probability": 0.8829752604166666}, {"start": 783.17, "end": 783.69, "word": " بنحط", "probability": 0.8338216145833334}, {"start": 783.69, "end": 784.29, "word": " ال", "probability": 0.8955078125}, {"start": 784.29, "end": 784.85, "word": " linguistic", "probability": 0.94775390625}, {"start": 784.85, "end": 785.73, "word": " value", "probability": 0.96337890625}, {"start": 785.73, "end": 787.11, "word": " نقول", "probability": 0.748779296875}, {"start": 787.11, "end": 787.45, "word": " والله", "probability": 0.89794921875}, {"start": 787.45, "end": 787.93, "word": " للجزء", "probability": 0.8829345703125}, {"start": 787.93, "end": 788.43, "word": " الأول", "probability": 0.95556640625}, {"start": 788.43, "end": 789.17, "word": " اللي", "probability": 0.96728515625}, {"start": 789.17, "end": 789.49, "word": " هو", "probability": 0.99462890625}, {"start": 789.49, "end": 790.13, "word": " ال", "probability": 0.982421875}, {"start": 790.13, "end": 790.57, "word": " time", "probability": 0.8349609375}, {"start": 790.57, "end": 791.21, "word": " أو", "probability": 0.70703125}, {"start": 791.21, "end": 791.35, "word": " ال", "probability": 0.98779296875}, {"start": 791.35, "end": 791.67, "word": " waiting", "probability": 0.93359375}, {"start": 791.67, "end": 792.23, "word": " time", "probability": 0.9189453125}, {"start": 792.23, "end": 792.83, "word": " هيكون", "probability": 0.7294921875}, {"start": 792.83, "end": 792.97, "word": " في", "probability": 0.9736328125}, {"start": 792.97, "end": 793.17, "word": " عندي", "probability": 0.802978515625}, {"start": 793.17, "end": 793.41, "word": " very", "probability": 0.8984375}, {"start": 793.41, "end": 793.91, "word": " short", "probability": 0.97265625}, {"start": 793.91, "end": 794.31, "word": " في", "probability": 0.461181640625}, {"start": 794.31, "end": 794.55, "word": " عندي", "probability": 0.928955078125}, {"start": 794.55, "end": 794.95, "word": " short", "probability": 0.9765625}, {"start": 794.95, "end": 795.09, "word": " و", "probability": 0.5263671875}, {"start": 795.09, "end": 795.21, "word": " في", "probability": 0.7998046875}, {"start": 795.21, "end": 795.43, "word": " عندي", "probability": 0.96728515625}, {"start": 795.43, "end": 795.81, "word": " medium", "probability": 0.9375}], "temperature": 1.0}, {"id": 36, "seek": 81136, "start": 796.62, "end": 811.36, "text": "في عندي medium طبعا لاحظوا أن أنا ماحطتش large أو الكتاب ماكنش متكلم عن ال large لأنه غير مسموح أصلا أنه ييجي ال user و يستنى كتير معناه ذلك أن ال center تبعي مش هيطول كتير", "tokens": [41185, 18871, 16254, 6399, 23032, 3555, 3615, 995, 20193, 5016, 19913, 14407, 14739, 41850, 19446, 5016, 9566, 2655, 8592, 2416, 34051, 33251, 2655, 16758, 19446, 19452, 8592, 44650, 4117, 19528, 18871, 2423, 2416, 5296, 33456, 3224, 32771, 13546, 3714, 38251, 2407, 5016, 5551, 9381, 15040, 14739, 3224, 7251, 1829, 7435, 1829, 2423, 4195, 4032, 7251, 14851, 1863, 7578, 9122, 2655, 13546, 20449, 8315, 3224, 29910, 23275, 14739, 2423, 3056, 6055, 3555, 3615, 1829, 37893, 39896, 9566, 12610, 9122, 2655, 13546], "avg_logprob": -0.1547067842365783, "compression_ratio": 1.5810055865921788, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 796.62, "end": 796.82, "word": "في", "probability": 0.599609375}, {"start": 796.82, "end": 797.1, "word": " عندي", "probability": 0.7003173828125}, {"start": 797.1, "end": 797.52, "word": " medium", "probability": 0.50244140625}, {"start": 797.52, "end": 798.1, "word": " طبعا", "probability": 0.908203125}, {"start": 798.1, "end": 798.44, "word": " لاحظوا", "probability": 0.84814453125}, {"start": 798.44, "end": 798.54, "word": " أن", "probability": 0.45751953125}, {"start": 798.54, "end": 798.66, "word": " أنا", "probability": 0.69140625}, {"start": 798.66, "end": 799.06, "word": " ماحطتش", "probability": 0.89267578125}, {"start": 799.06, "end": 799.4, "word": " large", "probability": 0.900390625}, {"start": 799.4, "end": 800.18, "word": " أو", "probability": 0.74267578125}, {"start": 800.18, "end": 800.48, "word": " الكتاب", "probability": 0.94287109375}, {"start": 800.48, "end": 800.82, "word": " ماكنش", "probability": 0.7897135416666666}, {"start": 800.82, "end": 801.42, "word": " متكلم", "probability": 0.8976236979166666}, {"start": 801.42, "end": 801.62, "word": " عن", "probability": 0.99658203125}, {"start": 801.62, "end": 801.74, "word": " ال", "probability": 0.96240234375}, {"start": 801.74, "end": 802.02, "word": " large", "probability": 0.95263671875}, {"start": 802.02, "end": 802.56, "word": " لأنه", "probability": 0.8992513020833334}, {"start": 802.56, "end": 802.74, "word": " غير", "probability": 0.995361328125}, {"start": 802.74, "end": 803.12, "word": " مسموح", "probability": 0.947509765625}, {"start": 803.12, "end": 803.46, "word": " أصلا", "probability": 0.90771484375}, {"start": 803.46, "end": 803.9, "word": " أنه", "probability": 0.840576171875}, {"start": 803.9, "end": 804.68, "word": " ييجي", "probability": 0.918212890625}, {"start": 804.68, "end": 805.16, "word": " ال", "probability": 0.96240234375}, {"start": 805.16, "end": 805.52, "word": " user", "probability": 0.9609375}, {"start": 805.52, "end": 805.78, "word": " و", "probability": 0.9658203125}, {"start": 805.78, "end": 806.16, "word": " يستنى", "probability": 0.8485107421875}, {"start": 806.16, "end": 807.14, "word": " كتير", "probability": 0.98828125}, {"start": 807.14, "end": 808.64, "word": " معناه", "probability": 0.8478190104166666}, {"start": 808.64, "end": 808.84, "word": " ذلك", "probability": 0.978271484375}, {"start": 808.84, "end": 808.96, "word": " أن", "probability": 0.66943359375}, {"start": 808.96, "end": 809.04, "word": " ال", "probability": 0.9072265625}, {"start": 809.04, "end": 809.26, "word": " center", "probability": 0.734375}, {"start": 809.26, "end": 809.68, "word": " تبعي", "probability": 0.828125}, {"start": 809.68, "end": 810.6, "word": " مش", "probability": 0.89453125}, {"start": 810.6, "end": 811.02, "word": " هيطول", "probability": 0.830078125}, {"start": 811.02, "end": 811.36, "word": " كتير", "probability": 0.9905598958333334}], "temperature": 1.0}, {"id": 37, "seek": 82891, "start": 812.23, "end": 828.91, "text": "و هيسكر .. هنضطر يسكر لإن ماحدش هيجيني .. كويس فبنعمله notation و بنحدد و أهم شغل نحط ال range تبعها ال range تبعنا أول value ال linguistic value ال very short من صفر ل 0.3", "tokens": [2407, 8032, 1829, 3794, 37983, 4386, 8032, 1863, 11242, 9566, 2288, 7251, 3794, 37983, 5296, 28814, 1863, 19446, 24401, 8592, 39896, 7435, 9957, 1829, 4386, 9122, 45865, 3794, 6156, 3555, 1863, 25957, 43761, 24657, 4032, 44945, 24401, 3215, 4032, 5551, 16095, 13412, 17082, 1211, 8717, 5016, 9566, 2423, 3613, 6055, 3555, 3615, 11296, 2423, 3613, 6055, 3555, 3615, 8315, 5551, 12610, 2158, 2423, 43002, 2158, 2423, 588, 2099, 9154, 20328, 5172, 2288, 5296, 1958, 13, 18], "avg_logprob": -0.277800338608878, "compression_ratio": 1.457142857142857, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 812.23, "end": 812.41, "word": "و", "probability": 0.298095703125}, {"start": 812.41, "end": 812.89, "word": " هيسكر", "probability": 0.554412841796875}, {"start": 812.89, "end": 812.97, "word": " ..", "probability": 0.438720703125}, {"start": 812.97, "end": 813.35, "word": " هنضطر", "probability": 0.771435546875}, {"start": 813.35, "end": 813.63, "word": " يسكر", "probability": 0.9248046875}, {"start": 813.63, "end": 813.75, "word": " لإن", "probability": 0.7376302083333334}, {"start": 813.75, "end": 814.03, "word": " ماحدش", "probability": 0.775390625}, {"start": 814.03, "end": 814.53, "word": " هيجيني", "probability": 0.666015625}, {"start": 814.53, "end": 814.97, "word": " ..", "probability": 0.263671875}, {"start": 814.97, "end": 815.29, "word": " كويس", "probability": 0.9202473958333334}, {"start": 815.29, "end": 816.39, "word": " فبنعمله", "probability": 0.83291015625}, {"start": 816.39, "end": 816.83, "word": " notation", "probability": 0.8994140625}, {"start": 816.83, "end": 817.19, "word": " و", "probability": 0.495849609375}, {"start": 817.19, "end": 817.75, "word": " بنحدد", "probability": 0.9220377604166666}, {"start": 817.75, "end": 817.81, "word": " و", "probability": 0.359375}, {"start": 817.81, "end": 818.01, "word": " أهم", "probability": 0.9501953125}, {"start": 818.01, "end": 818.29, "word": " شغل", "probability": 0.9051106770833334}, {"start": 818.29, "end": 818.63, "word": " نحط", "probability": 0.7451985677083334}, {"start": 818.63, "end": 818.77, "word": " ال", "probability": 0.96923828125}, {"start": 818.77, "end": 819.09, "word": " range", "probability": 0.93994140625}, {"start": 819.09, "end": 819.61, "word": " تبعها", "probability": 0.9466552734375}, {"start": 819.61, "end": 820.13, "word": " ال", "probability": 0.87109375}, {"start": 820.13, "end": 820.35, "word": " range", "probability": 0.95849609375}, {"start": 820.35, "end": 820.77, "word": " تبعنا", "probability": 0.968994140625}, {"start": 820.77, "end": 821.73, "word": " أول", "probability": 0.88623046875}, {"start": 821.73, "end": 823.69, "word": " value", "probability": 0.98193359375}, {"start": 823.69, "end": 824.47, "word": " ال", "probability": 0.501953125}, {"start": 824.47, "end": 825.09, "word": " linguistic", "probability": 0.95947265625}, {"start": 825.09, "end": 825.55, "word": " value", "probability": 0.99462890625}, {"start": 825.55, "end": 825.67, "word": " ال", "probability": 0.87451171875}, {"start": 825.67, "end": 825.89, "word": " very", "probability": 0.87353515625}, {"start": 825.89, "end": 826.47, "word": " short", "probability": 0.974609375}, {"start": 826.47, "end": 826.91, "word": " من", "probability": 0.9765625}, {"start": 826.91, "end": 827.33, "word": " صفر", "probability": 0.92041015625}, {"start": 827.33, "end": 827.69, "word": " ل", "probability": 0.9423828125}, {"start": 827.69, "end": 827.91, "word": " 0", "probability": 0.1739501953125}, {"start": 827.91, "end": 828.91, "word": ".3", "probability": 0.9609375}], "temperature": 1.0}, {"id": 38, "seek": 85640, "start": 830.4, "end": 856.4, "text": "كويس و بنعملها Normalize Normalization 0.3 هذه ممكن تكون بال second بال hour بالساعة باليوم حسب طبيعة الشغل نفسه و ايش ال items اللي بتم تصليحها هذه تمام و بنعملها معاملة Normalize بحيث انه تكون موحدة كلها طيب نلاحظ ان ال short اللي تحتها ابتداش من 0.3", "tokens": [4117, 45865, 3794, 4032, 44945, 25957, 1211, 11296, 21277, 1125, 21277, 2144, 1958, 13, 18, 29538, 3714, 43020, 6055, 30544, 20666, 1150, 20666, 1773, 20666, 3794, 995, 27884, 20666, 1829, 20498, 11331, 35457, 23032, 21292, 27884, 25124, 17082, 1211, 8717, 36178, 3224, 4032, 1975, 1829, 8592, 2423, 4754, 13672, 1829, 39894, 2304, 6055, 9381, 20292, 5016, 11296, 29538, 46811, 10943, 4032, 44945, 25957, 1211, 11296, 20449, 10943, 37977, 21277, 1125, 4724, 5016, 1829, 12984, 16472, 3224, 6055, 30544, 3714, 2407, 24401, 3660, 28242, 11296, 23032, 1829, 3555, 8717, 15040, 5016, 19913, 16472, 2423, 2099, 13672, 1829, 6055, 33753, 11296, 48127, 2655, 28259, 8592, 9154, 1958, 13, 18], "avg_logprob": -0.20688657034878377, "compression_ratio": 1.6919831223628692, "no_speech_prob": 0.0, "words": [{"start": 830.4, "end": 830.86, "word": "كويس", "probability": 0.6709493001302084}, {"start": 830.86, "end": 831.14, "word": " و", "probability": 0.7666015625}, {"start": 831.14, "end": 831.5, "word": " بنعملها", "probability": 0.81512451171875}, {"start": 831.5, "end": 832.14, "word": " Normalize", "probability": 0.34716796875}, {"start": 832.14, "end": 833.06, "word": " Normalization", "probability": 0.803955078125}, {"start": 833.06, "end": 833.58, "word": " 0", "probability": 0.19873046875}, {"start": 833.58, "end": 834.32, "word": ".3", "probability": 0.99169921875}, {"start": 834.32, "end": 834.72, "word": " هذه", "probability": 0.76904296875}, {"start": 834.72, "end": 836.0, "word": " ممكن", "probability": 0.974365234375}, {"start": 836.0, "end": 836.32, "word": " تكون", "probability": 0.982177734375}, {"start": 836.32, "end": 836.68, "word": " بال", "probability": 0.7294921875}, {"start": 836.68, "end": 836.96, "word": " second", "probability": 0.57470703125}, {"start": 836.96, "end": 837.3, "word": " بال", "probability": 0.61376953125}, {"start": 837.3, "end": 837.68, "word": " hour", "probability": 0.9267578125}, {"start": 837.68, "end": 838.44, "word": " بالساعة", "probability": 0.9027099609375}, {"start": 838.44, "end": 839.14, "word": " باليوم", "probability": 0.94677734375}, {"start": 839.14, "end": 840.12, "word": " حسب", "probability": 0.98486328125}, {"start": 840.12, "end": 840.84, "word": " طبيعة", "probability": 0.9646809895833334}, {"start": 840.84, "end": 841.26, "word": " الشغل", "probability": 0.99169921875}, {"start": 841.26, "end": 841.72, "word": " نفسه", "probability": 0.9972330729166666}, {"start": 841.72, "end": 841.98, "word": " و", "probability": 0.97021484375}, {"start": 841.98, "end": 842.16, "word": " ايش", "probability": 0.6844075520833334}, {"start": 842.16, "end": 842.38, "word": " ال", "probability": 0.95361328125}, {"start": 842.38, "end": 842.82, "word": " items", "probability": 0.6826171875}, {"start": 842.82, "end": 843.0, "word": " اللي", "probability": 0.937255859375}, {"start": 843.0, "end": 843.28, "word": " بتم", "probability": 0.596923828125}, {"start": 843.28, "end": 843.84, "word": " تصليحها", "probability": 0.89755859375}, {"start": 843.84, "end": 844.06, "word": " هذه", "probability": 0.40087890625}, {"start": 844.06, "end": 845.42, "word": " تمام", "probability": 0.905029296875}, {"start": 845.42, "end": 845.76, "word": " و", "probability": 0.84619140625}, {"start": 845.76, "end": 846.14, "word": " بنعملها", "probability": 0.9488525390625}, {"start": 846.14, "end": 846.42, "word": " معاملة", "probability": 0.93701171875}, {"start": 846.42, "end": 847.1, "word": " Normalize", "probability": 0.88427734375}, {"start": 847.1, "end": 848.26, "word": " بحيث", "probability": 0.9791259765625}, {"start": 848.26, "end": 848.68, "word": " انه", "probability": 0.769775390625}, {"start": 848.68, "end": 849.48, "word": " تكون", "probability": 0.972900390625}, {"start": 849.48, "end": 850.96, "word": " موحدة", "probability": 0.9512939453125}, {"start": 850.96, "end": 851.28, "word": " كلها", "probability": 0.978759765625}, {"start": 851.28, "end": 851.86, "word": " طيب", "probability": 0.9676106770833334}, {"start": 851.86, "end": 852.9, "word": " نلاحظ", "probability": 0.902587890625}, {"start": 852.9, "end": 853.08, "word": " ان", "probability": 0.6787109375}, {"start": 853.08, "end": 853.26, "word": " ال", "probability": 0.6220703125}, {"start": 853.26, "end": 853.68, "word": " short", "probability": 0.9072265625}, {"start": 853.68, "end": 854.24, "word": " اللي", "probability": 0.96337890625}, {"start": 854.24, "end": 854.78, "word": " تحتها", "probability": 0.9962565104166666}, {"start": 854.78, "end": 855.6, "word": " ابتداش", "probability": 0.677764892578125}, {"start": 855.6, "end": 855.72, "word": " من", "probability": 0.9912109375}, {"start": 855.72, "end": 855.88, "word": " 0", "probability": 0.9150390625}, {"start": 855.88, "end": 856.4, "word": ".3", "probability": 0.998046875}], "temperature": 1.0}, {"id": 39, "seek": 88506, "start": 857.7, "end": 885.06, "text": "بتبدأ من 0.1 ليش؟ عشان يكون فيه overlapped area ال overlapped area هذه هي المهمة هي ال .. ال .. ال fuzzyness part او الجزء المضبب .. الضباب اللي في النص وهذا هو اللي فيه كل الشغل كويس لعند 0.5 medium هتبدأ من 0.4 ل 0.7 و نفس القلية بنكملها لكل ال variables اللي موجودة عندى", "tokens": [3555, 2655, 44510, 10721, 9154, 1958, 13, 16, 32239, 8592, 22807, 6225, 8592, 7649, 7251, 30544, 8978, 3224, 19959, 3452, 1859, 2423, 19959, 3452, 1859, 29538, 39896, 9673, 16095, 3660, 39896, 2423, 4386, 2423, 4386, 2423, 34710, 1287, 644, 1975, 2407, 25724, 11622, 38207, 9673, 11242, 3555, 3555, 4386, 6024, 114, 3555, 16758, 13672, 1829, 8978, 28239, 9381, 37037, 15730, 31439, 13672, 1829, 8978, 3224, 28242, 25124, 17082, 1211, 9122, 45865, 3794, 5296, 3615, 41260, 1958, 13, 20, 6399, 8032, 2655, 44510, 10721, 9154, 1958, 13, 19, 5296, 1958, 13, 22, 4032, 8717, 36178, 25062, 1211, 10632, 44945, 24793, 1211, 11296, 5296, 28820, 2423, 9102, 13672, 1829, 3714, 29245, 23328, 3660, 43242, 7578], "avg_logprob": -0.22697368290340691, "compression_ratio": 1.6814516129032258, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 857.7, "end": 858.02, "word": "بتبدأ", "probability": 0.79937744140625}, {"start": 858.02, "end": 858.14, "word": " من", "probability": 0.982421875}, {"start": 858.14, "end": 858.34, "word": " 0", "probability": 0.443359375}, {"start": 858.34, "end": 858.88, "word": ".1", "probability": 0.988037109375}, {"start": 858.88, "end": 860.16, "word": " ليش؟", "probability": 0.7062174479166666}, {"start": 860.16, "end": 860.32, "word": " عشان", "probability": 0.9344075520833334}, {"start": 860.32, "end": 860.56, "word": " يكون", "probability": 0.975341796875}, {"start": 860.56, "end": 860.88, "word": " فيه", "probability": 0.7314453125}, {"start": 860.88, "end": 861.9, "word": " overlapped", "probability": 0.4404296875}, {"start": 861.9, "end": 862.26, "word": " area", "probability": 0.8486328125}, {"start": 862.26, "end": 862.64, "word": " ال", "probability": 0.47119140625}, {"start": 862.64, "end": 863.08, "word": " overlapped", "probability": 0.741455078125}, {"start": 863.08, "end": 863.28, "word": " area", "probability": 0.8896484375}, {"start": 863.28, "end": 863.48, "word": " هذه", "probability": 0.246826171875}, {"start": 863.48, "end": 863.66, "word": " هي", "probability": 0.60986328125}, {"start": 863.66, "end": 864.08, "word": " المهمة", "probability": 0.978515625}, {"start": 864.08, "end": 864.24, "word": " هي", "probability": 0.6513671875}, {"start": 864.24, "end": 864.56, "word": " ال", "probability": 0.6318359375}, {"start": 864.56, "end": 864.68, "word": " ..", "probability": 0.2626953125}, {"start": 864.68, "end": 865.14, "word": " ال", "probability": 0.68994140625}, {"start": 865.14, "end": 865.32, "word": " ..", "probability": 0.72509765625}, {"start": 865.32, "end": 865.58, "word": " ال", "probability": 0.58154296875}, {"start": 865.58, "end": 866.44, "word": " fuzzyness", "probability": 0.45965576171875}, {"start": 866.44, "end": 867.4, "word": " part", "probability": 0.810546875}, {"start": 867.4, "end": 867.64, "word": " او", "probability": 0.7149658203125}, {"start": 867.64, "end": 868.52, "word": " الجزء", "probability": 0.9300130208333334}, {"start": 868.52, "end": 869.32, "word": " المضبب", "probability": 0.8873291015625}, {"start": 869.32, "end": 869.74, "word": " ..", "probability": 0.4423828125}, {"start": 869.74, "end": 870.18, "word": " الضباب", "probability": 0.93017578125}, {"start": 870.18, "end": 870.32, "word": " اللي", "probability": 0.92724609375}, {"start": 870.32, "end": 870.42, "word": " في", "probability": 0.93798828125}, {"start": 870.42, "end": 870.68, "word": " النص", "probability": 0.90283203125}, {"start": 870.68, "end": 870.94, "word": " وهذا", "probability": 0.626708984375}, {"start": 870.94, "end": 871.18, "word": " هو", "probability": 0.98193359375}, {"start": 871.18, "end": 871.52, "word": " اللي", "probability": 0.97802734375}, {"start": 871.52, "end": 871.8, "word": " فيه", "probability": 0.918701171875}, {"start": 871.8, "end": 871.92, "word": " كل", "probability": 0.98828125}, {"start": 871.92, "end": 872.34, "word": " الشغل", "probability": 0.99267578125}, {"start": 872.34, "end": 873.08, "word": " كويس", "probability": 0.8440755208333334}, {"start": 873.08, "end": 873.68, "word": " لعند", "probability": 0.7801106770833334}, {"start": 873.68, "end": 873.88, "word": " 0", "probability": 0.9208984375}, {"start": 873.88, "end": 876.6, "word": ".5", "probability": 0.813720703125}, {"start": 876.6, "end": 877.7, "word": " medium", "probability": 0.466796875}, {"start": 877.7, "end": 878.12, "word": " هتبدأ", "probability": 0.9227294921875}, {"start": 878.12, "end": 878.24, "word": " من", "probability": 0.9814453125}, {"start": 878.24, "end": 878.48, "word": " 0", "probability": 0.9892578125}, {"start": 878.48, "end": 879.3, "word": ".4", "probability": 0.9970703125}, {"start": 879.3, "end": 879.48, "word": " ل", "probability": 0.87744140625}, {"start": 879.48, "end": 879.64, "word": " 0", "probability": 0.77783203125}, {"start": 879.64, "end": 880.3, "word": ".7", "probability": 0.998046875}, {"start": 880.3, "end": 881.5, "word": " و", "probability": 0.87939453125}, {"start": 881.5, "end": 881.76, "word": " نفس", "probability": 0.853515625}, {"start": 881.76, "end": 882.46, "word": " القلية", "probability": 0.7627766927083334}, {"start": 882.46, "end": 882.98, "word": " بنكملها", "probability": 0.947021484375}, {"start": 882.98, "end": 883.5, "word": " لكل", "probability": 0.984130859375}, {"start": 883.5, "end": 883.94, "word": " ال", "probability": 0.85693359375}, {"start": 883.94, "end": 884.24, "word": " variables", "probability": 0.95703125}, {"start": 884.24, "end": 884.42, "word": " اللي", "probability": 0.962646484375}, {"start": 884.42, "end": 884.74, "word": " موجودة", "probability": 0.982666015625}, {"start": 884.74, "end": 885.06, "word": " عندى", "probability": 0.763427734375}], "temperature": 1.0}, {"id": 40, "seek": 91272, "start": 886.02, "end": 912.72, "text": "في عند ال number of servers هيكون في عندي small, medium, large في عند ال utilization factor هيكون في عندي low, medium و high low, medium و high و أخيرا ال output اللي أنا محتاجه و عشان هيك يمكن ال values تبعته فرضنا فيها أكتر اللي هي ال number of spheres في عندي very small في small في rather small في medium في rather large في large و في very large", "tokens": [41185, 43242, 2423, 1230, 295, 15909, 39896, 30544, 8978, 43242, 1829, 1359, 11, 6399, 11, 2416, 8978, 43242, 2423, 37074, 5952, 39896, 30544, 8978, 43242, 1829, 2295, 11, 6399, 4032, 1090, 2295, 11, 6399, 4032, 1090, 4032, 5551, 9778, 13546, 995, 2423, 5598, 13672, 1829, 41850, 3714, 33753, 26108, 3224, 4032, 6225, 8592, 7649, 39896, 4117, 7251, 43020, 2423, 4190, 6055, 3555, 34268, 3224, 6156, 43042, 8315, 8978, 11296, 5551, 4117, 2655, 2288, 13672, 1829, 39896, 2423, 1230, 295, 41225, 8978, 43242, 1829, 588, 1359, 8978, 1359, 8978, 2831, 1359, 8978, 6399, 8978, 2831, 2416, 8978, 2416, 4032, 8978, 588, 2416], "avg_logprob": -0.15211397044214547, "compression_ratio": 1.970464135021097, "no_speech_prob": 0.0, "words": [{"start": 886.02, "end": 886.22, "word": "في", "probability": 0.45947265625}, {"start": 886.22, "end": 886.38, "word": " عند", "probability": 0.86669921875}, {"start": 886.38, "end": 886.5, "word": " ال", "probability": 0.59326171875}, {"start": 886.5, "end": 886.72, "word": " number", "probability": 0.81884765625}, {"start": 886.72, "end": 887.02, "word": " of", "probability": 0.98291015625}, {"start": 887.02, "end": 888.0, "word": " servers", "probability": 0.9169921875}, {"start": 888.0, "end": 888.62, "word": " هيكون", "probability": 0.6983642578125}, {"start": 888.62, "end": 888.72, "word": " في", "probability": 0.86279296875}, {"start": 888.72, "end": 888.92, "word": " عندي", "probability": 0.766845703125}, {"start": 888.92, "end": 889.18, "word": " small,", "probability": 0.94140625}, {"start": 889.28, "end": 889.5, "word": " medium,", "probability": 0.89501953125}, {"start": 889.6, "end": 889.92, "word": " large", "probability": 0.95849609375}, {"start": 889.92, "end": 890.42, "word": " في", "probability": 0.59765625}, {"start": 890.42, "end": 890.66, "word": " عند", "probability": 0.9541015625}, {"start": 890.66, "end": 890.88, "word": " ال", "probability": 0.9580078125}, {"start": 890.88, "end": 892.28, "word": " utilization", "probability": 0.96435546875}, {"start": 892.28, "end": 893.06, "word": " factor", "probability": 0.92431640625}, {"start": 893.06, "end": 893.56, "word": " هيكون", "probability": 0.9638671875}, {"start": 893.56, "end": 893.68, "word": " في", "probability": 0.90380859375}, {"start": 893.68, "end": 893.94, "word": " عندي", "probability": 0.601806640625}, {"start": 893.94, "end": 894.08, "word": " low,", "probability": 0.98095703125}, {"start": 894.22, "end": 894.62, "word": " medium", "probability": 0.94873046875}, {"start": 894.62, "end": 895.0, "word": " و", "probability": 0.6767578125}, {"start": 895.0, "end": 895.7, "word": " high", "probability": 0.86474609375}, {"start": 895.7, "end": 896.3, "word": " low,", "probability": 0.56689453125}, {"start": 896.42, "end": 896.72, "word": " medium", "probability": 0.94287109375}, {"start": 896.72, "end": 896.96, "word": " و", "probability": 0.83935546875}, {"start": 896.96, "end": 897.18, "word": " high", "probability": 0.904296875}, {"start": 897.18, "end": 897.66, "word": " و", "probability": 0.75439453125}, {"start": 897.66, "end": 898.1, "word": " أخيرا", "probability": 0.9049072265625}, {"start": 898.1, "end": 898.22, "word": " ال", "probability": 0.6953125}, {"start": 898.22, "end": 898.44, "word": " output", "probability": 0.9951171875}, {"start": 898.44, "end": 898.6, "word": " اللي", "probability": 0.93896484375}, {"start": 898.6, "end": 898.7, "word": " أنا", "probability": 0.587890625}, {"start": 898.7, "end": 899.28, "word": " محتاجه", "probability": 0.99462890625}, {"start": 899.28, "end": 899.82, "word": " و", "probability": 0.8642578125}, {"start": 899.82, "end": 900.08, "word": " عشان", "probability": 0.9718424479166666}, {"start": 900.08, "end": 900.28, "word": " هيك", "probability": 0.947998046875}, {"start": 900.28, "end": 900.64, "word": " يمكن", "probability": 0.8603515625}, {"start": 900.64, "end": 900.98, "word": " ال", "probability": 0.99267578125}, {"start": 900.98, "end": 901.82, "word": " values", "probability": 0.68701171875}, {"start": 901.82, "end": 902.22, "word": " تبعته", "probability": 0.8685302734375}, {"start": 902.22, "end": 902.62, "word": " فرضنا", "probability": 0.9313151041666666}, {"start": 902.62, "end": 902.84, "word": " فيها", "probability": 0.992919921875}, {"start": 902.84, "end": 903.28, "word": " أكتر", "probability": 0.97021484375}, {"start": 903.28, "end": 903.9, "word": " اللي", "probability": 0.97998046875}, {"start": 903.9, "end": 904.18, "word": " هي", "probability": 0.93798828125}, {"start": 904.18, "end": 904.66, "word": " ال", "probability": 0.7724609375}, {"start": 904.66, "end": 904.94, "word": " number", "probability": 0.97119140625}, {"start": 904.94, "end": 905.16, "word": " of", "probability": 0.984375}, {"start": 905.16, "end": 905.58, "word": " spheres", "probability": 0.313232421875}, {"start": 905.58, "end": 905.86, "word": " في", "probability": 0.92919921875}, {"start": 905.86, "end": 906.1, "word": " عندي", "probability": 0.748046875}, {"start": 906.1, "end": 906.28, "word": " very", "probability": 0.89990234375}, {"start": 906.28, "end": 906.72, "word": " small", "probability": 0.951171875}, {"start": 906.72, "end": 906.94, "word": " في", "probability": 0.7373046875}, {"start": 906.94, "end": 907.34, "word": " small", "probability": 0.94140625}, {"start": 907.34, "end": 907.56, "word": " في", "probability": 0.92529296875}, {"start": 907.56, "end": 907.88, "word": " rather", "probability": 0.974609375}, {"start": 907.88, "end": 908.36, "word": " small", "probability": 0.96826171875}, {"start": 908.36, "end": 908.54, "word": " في", "probability": 0.93798828125}, {"start": 908.54, "end": 908.94, "word": " medium", "probability": 0.919921875}, {"start": 908.94, "end": 909.16, "word": " في", "probability": 0.9404296875}, {"start": 909.16, "end": 909.42, "word": " rather", "probability": 0.97314453125}, {"start": 909.42, "end": 910.06, "word": " large", "probability": 0.9638671875}, {"start": 910.06, "end": 910.66, "word": " في", "probability": 0.89599609375}, {"start": 910.66, "end": 911.46, "word": " large", "probability": 0.94775390625}, {"start": 911.46, "end": 911.6, "word": " و", "probability": 0.94482421875}, {"start": 911.6, "end": 911.72, "word": " في", "probability": 0.9501953125}, {"start": 911.72, "end": 912.02, "word": " very", "probability": 0.88623046875}, {"start": 912.02, "end": 912.72, "word": " large", "probability": 0.97900390625}], "temperature": 1.0}, {"id": 41, "seek": 93676, "start": 913.9, "end": 936.76, "text": "وكلهم نحط لهم تقسيمته لاحظوا أن التقسيمات اللي بتتم هنا قيم ال range اللي بيحطه هذا بيتغير من من system ل system وبيرجع عادة للخبراء للباحث اللي بده يشتغل ال system هذا بده يكون هو على إدراك و وعي كيف عملته التقسيم بس ماينساش جزء ال overlapped area كويس ال fuzzy set", "tokens": [2407, 28820, 16095, 8717, 5016, 9566, 5296, 16095, 6055, 4587, 3794, 32640, 47395, 20193, 5016, 19913, 14407, 14739, 16712, 4587, 3794, 32640, 9307, 13672, 1829, 39894, 39237, 34105, 12174, 32640, 2423, 3613, 13672, 1829, 4724, 1829, 5016, 9566, 3224, 23758, 4724, 36081, 17082, 13546, 9154, 9154, 1185, 5296, 1185, 4032, 21292, 47341, 3615, 6225, 18513, 3660, 24976, 9778, 26890, 16606, 24976, 3555, 39319, 12984, 13672, 1829, 47525, 3224, 7251, 8592, 2655, 17082, 1211, 2423, 1185, 23758, 47525, 3224, 7251, 30544, 31439, 15844, 11933, 3215, 23557, 4117, 4032, 4032, 3615, 1829, 9122, 33911, 6225, 42213, 47395, 16712, 4587, 3794, 32640, 4724, 3794, 19446, 9957, 3794, 33599, 10874, 11622, 38207, 2423, 670, 875, 3320, 1859, 9122, 45865, 3794, 2423, 34710, 992], "avg_logprob": -0.2119791725029548, "compression_ratio": 1.7233201581027668, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 913.9, "end": 914.38, "word": "وكلهم", "probability": 0.65966796875}, {"start": 914.38, "end": 914.68, "word": " نحط", "probability": 0.5126953125}, {"start": 914.68, "end": 914.84, "word": " لهم", "probability": 0.77001953125}, {"start": 914.84, "end": 915.38, "word": " تقسيمته", "probability": 0.8732421875}, {"start": 915.38, "end": 915.94, "word": " لاحظوا", "probability": 0.78765869140625}, {"start": 915.94, "end": 916.08, "word": " أن", "probability": 0.52197265625}, {"start": 916.08, "end": 916.68, "word": " التقسيمات", "probability": 0.9513671875}, {"start": 916.68, "end": 916.78, "word": " اللي", "probability": 0.862548828125}, {"start": 916.78, "end": 917.28, "word": " بتتم", "probability": 0.882080078125}, {"start": 917.28, "end": 917.5, "word": " هنا", "probability": 0.97119140625}, {"start": 917.5, "end": 917.88, "word": " قيم", "probability": 0.88671875}, {"start": 917.88, "end": 918.22, "word": " ال", "probability": 0.95751953125}, {"start": 918.22, "end": 918.7, "word": " range", "probability": 0.300537109375}, {"start": 918.7, "end": 919.18, "word": " اللي", "probability": 0.973388671875}, {"start": 919.18, "end": 919.8, "word": " بيحطه", "probability": 0.783203125}, {"start": 919.8, "end": 920.18, "word": " هذا", "probability": 0.736328125}, {"start": 920.18, "end": 920.74, "word": " بيتغير", "probability": 0.8875732421875}, {"start": 920.74, "end": 921.04, "word": " من", "probability": 0.9951171875}, {"start": 921.04, "end": 922.06, "word": " من", "probability": 0.45458984375}, {"start": 922.06, "end": 922.4, "word": " system", "probability": 0.8818359375}, {"start": 922.4, "end": 922.52, "word": " ل", "probability": 0.93310546875}, {"start": 922.52, "end": 922.88, "word": " system", "probability": 0.9541015625}, {"start": 922.88, "end": 924.04, "word": " وبيرجع", "probability": 0.90283203125}, {"start": 924.04, "end": 924.46, "word": " عادة", "probability": 0.9143880208333334}, {"start": 924.46, "end": 925.04, "word": " للخبراء", "probability": 0.9537353515625}, {"start": 925.04, "end": 925.78, "word": " للباحث", "probability": 0.951904296875}, {"start": 925.78, "end": 926.28, "word": " اللي", "probability": 0.976806640625}, {"start": 926.28, "end": 926.48, "word": " بده", "probability": 0.41845703125}, {"start": 926.48, "end": 926.98, "word": " يشتغل", "probability": 0.99580078125}, {"start": 926.98, "end": 927.32, "word": " ال", "probability": 0.96630859375}, {"start": 927.32, "end": 927.6, "word": " system", "probability": 0.958984375}, {"start": 927.6, "end": 927.8, "word": " هذا", "probability": 0.8115234375}, {"start": 927.8, "end": 928.02, "word": " بده", "probability": 0.615478515625}, {"start": 928.02, "end": 928.2, "word": " يكون", "probability": 0.988525390625}, {"start": 928.2, "end": 928.4, "word": " هو", "probability": 0.9609375}, {"start": 928.4, "end": 928.66, "word": " على", "probability": 0.91162109375}, {"start": 928.66, "end": 929.26, "word": " إدراك", "probability": 0.9737548828125}, {"start": 929.26, "end": 929.54, "word": " و", "probability": 0.88720703125}, {"start": 929.54, "end": 929.98, "word": " وعي", "probability": 0.7369791666666666}, {"start": 929.98, "end": 930.42, "word": " كيف", "probability": 0.96142578125}, {"start": 930.42, "end": 930.72, "word": " عملته", "probability": 0.776611328125}, {"start": 930.72, "end": 931.44, "word": " التقسيم", "probability": 0.9869384765625}, {"start": 931.44, "end": 931.84, "word": " بس", "probability": 0.949462890625}, {"start": 931.84, "end": 932.5, "word": " ماينساش", "probability": 0.9556884765625}, {"start": 932.5, "end": 932.92, "word": " جزء", "probability": 0.8557942708333334}, {"start": 932.92, "end": 933.1, "word": " ال", "probability": 0.2069091796875}, {"start": 933.1, "end": 933.64, "word": " overlapped", "probability": 0.793212890625}, {"start": 933.64, "end": 934.1, "word": " area", "probability": 0.78857421875}, {"start": 934.1, "end": 935.12, "word": " كويس", "probability": 0.8505859375}, {"start": 935.12, "end": 936.16, "word": " ال", "probability": 0.8349609375}, {"start": 936.16, "end": 936.4, "word": " fuzzy", "probability": 0.90283203125}, {"start": 936.4, "end": 936.76, "word": " set", "probability": 0.94970703125}], "temperature": 1.0}, {"id": 42, "seek": 96021, "start": 937.73, "end": 960.21, "text": "الان بعد ما حطينا ال range هذا كله بنبدأ نحط ال sets تبعتنا بنرسم ال sets تبعتنا و نمثلها و بنمثلها دايما بال triangle و ال trapezoid اللي هو شبه المنحرف اللي بتكون عادة في الأطراف بتكون عادة في الأطراف فحنلاجس هنا شبه منحرف هنا و شبه منحرف هنا لكن في النصف الغالب ال triangle", "tokens": [6027, 7649, 39182, 19446, 11331, 9566, 1829, 8315, 2423, 3613, 23758, 28242, 3224, 44945, 44510, 10721, 8717, 5016, 9566, 2423, 6352, 6055, 3555, 34268, 8315, 44945, 2288, 38251, 2423, 6352, 6055, 3555, 34268, 8315, 4032, 8717, 2304, 12984, 1211, 11296, 4032, 44945, 2304, 12984, 1211, 11296, 11778, 47302, 15042, 20666, 13369, 4032, 2423, 944, 494, 4765, 327, 13672, 1829, 31439, 13412, 3555, 3224, 9673, 1863, 5016, 28480, 13672, 1829, 39894, 30544, 6225, 18513, 3660, 8978, 16247, 9566, 23557, 5172, 39894, 30544, 6225, 18513, 3660, 8978, 16247, 9566, 23557, 5172, 6156, 5016, 1863, 15040, 7435, 3794, 34105, 13412, 3555, 3224, 9154, 5016, 28480, 34105, 4032, 13412, 3555, 3224, 9154, 5016, 28480, 34105, 44381, 8978, 28239, 9381, 5172, 6024, 118, 6027, 3555, 2423, 13369], "avg_logprob": -0.15116869264501867, "compression_ratio": 2.090909090909091, "no_speech_prob": 0.0, "words": [{"start": 937.73, "end": 938.27, "word": "الان", "probability": 0.69384765625}, {"start": 938.27, "end": 938.77, "word": " بعد", "probability": 0.94384765625}, {"start": 938.77, "end": 938.91, "word": " ما", "probability": 0.92041015625}, {"start": 938.91, "end": 939.27, "word": " حطينا", "probability": 0.9273681640625}, {"start": 939.27, "end": 939.37, "word": " ال", "probability": 0.9169921875}, {"start": 939.37, "end": 939.53, "word": " range", "probability": 0.84619140625}, {"start": 939.53, "end": 939.67, "word": " هذا", "probability": 0.52099609375}, {"start": 939.67, "end": 939.97, "word": " كله", "probability": 0.987060546875}, {"start": 939.97, "end": 940.31, "word": " بنبدأ", "probability": 0.8330078125}, {"start": 940.31, "end": 940.67, "word": " نحط", "probability": 0.9676106770833334}, {"start": 940.67, "end": 940.91, "word": " ال", "probability": 0.94189453125}, {"start": 940.91, "end": 941.13, "word": " sets", "probability": 0.95849609375}, {"start": 941.13, "end": 941.71, "word": " تبعتنا", "probability": 0.8944091796875}, {"start": 941.71, "end": 942.61, "word": " بنرسم", "probability": 0.8850911458333334}, {"start": 942.61, "end": 943.13, "word": " ال", "probability": 0.97412109375}, {"start": 943.13, "end": 943.33, "word": " sets", "probability": 0.95556640625}, {"start": 943.33, "end": 943.85, "word": " تبعتنا", "probability": 0.87646484375}, {"start": 943.85, "end": 944.23, "word": " و", "probability": 0.94140625}, {"start": 944.23, "end": 944.95, "word": " نمثلها", "probability": 0.841650390625}, {"start": 944.95, "end": 945.29, "word": " و", "probability": 0.50439453125}, {"start": 945.29, "end": 945.81, "word": " بنمثلها", "probability": 0.96533203125}, {"start": 945.81, "end": 946.13, "word": " دايما", "probability": 0.8269856770833334}, {"start": 946.13, "end": 946.57, "word": " بال", "probability": 0.95654296875}, {"start": 946.57, "end": 947.37, "word": " triangle", "probability": 0.7216796875}, {"start": 947.37, "end": 947.85, "word": " و", "probability": 0.96533203125}, {"start": 947.85, "end": 948.51, "word": " ال", "probability": 0.350341796875}, {"start": 948.51, "end": 949.15, "word": " trapezoid", "probability": 0.7926025390625}, {"start": 949.15, "end": 949.39, "word": " اللي", "probability": 0.78955078125}, {"start": 949.39, "end": 949.59, "word": " هو", "probability": 0.9287109375}, {"start": 949.59, "end": 949.97, "word": " شبه", "probability": 0.9609375}, {"start": 949.97, "end": 950.67, "word": " المنحرف", "probability": 0.9681396484375}, {"start": 950.67, "end": 951.29, "word": " اللي", "probability": 0.94140625}, {"start": 951.29, "end": 951.61, "word": " بتكون", "probability": 0.928955078125}, {"start": 951.61, "end": 952.03, "word": " عادة", "probability": 0.9768880208333334}, {"start": 952.03, "end": 952.15, "word": " في", "probability": 0.91943359375}, {"start": 952.15, "end": 952.69, "word": " الأطراف", "probability": 0.9744873046875}, {"start": 952.69, "end": 953.29, "word": " بتكون", "probability": 0.582275390625}, {"start": 953.29, "end": 953.73, "word": " عادة", "probability": 0.97998046875}, {"start": 953.73, "end": 954.21, "word": " في", "probability": 0.9853515625}, {"start": 954.21, "end": 954.87, "word": " الأطراف", "probability": 0.9881591796875}, {"start": 954.87, "end": 955.71, "word": " فحنلاجس", "probability": 0.7586669921875}, {"start": 955.71, "end": 956.01, "word": " هنا", "probability": 0.931640625}, {"start": 956.01, "end": 957.07, "word": " شبه", "probability": 0.95263671875}, {"start": 957.07, "end": 957.47, "word": " منحرف", "probability": 0.93701171875}, {"start": 957.47, "end": 957.67, "word": " هنا", "probability": 0.99560546875}, {"start": 957.67, "end": 957.77, "word": " و", "probability": 0.95458984375}, {"start": 957.77, "end": 957.93, "word": " شبه", "probability": 0.8802083333333334}, {"start": 957.93, "end": 958.23, "word": " منحرف", "probability": 0.98876953125}, {"start": 958.23, "end": 958.37, "word": " هنا", "probability": 0.998046875}, {"start": 958.37, "end": 958.65, "word": " لكن", "probability": 0.80419921875}, {"start": 958.65, "end": 958.83, "word": " في", "probability": 0.884765625}, {"start": 958.83, "end": 959.23, "word": " النصف", "probability": 0.7666015625}, {"start": 959.23, "end": 959.63, "word": " الغالب", "probability": 0.9393310546875}, {"start": 959.63, "end": 959.81, "word": " ال", "probability": 0.94970703125}, {"start": 959.81, "end": 960.21, "word": " triangle", "probability": 0.8427734375}], "temperature": 1.0}, {"id": 43, "seek": 97798, "start": 961.74, "end": 977.98, "text": "فالـ trapezoid بيكون في الأطراف كويس لو ايجينا رسمنا القيم اللى موجودة عندى ال range اللى موجودة عندى على ال sets هنجد هذا الرسم ل ال waiting time هنجد هذه ال relation", "tokens": [5172, 6027, 39184, 944, 494, 4765, 327, 4724, 1829, 30544, 8978, 16247, 9566, 23557, 5172, 9122, 45865, 3794, 45164, 1975, 1829, 7435, 1829, 8315, 12602, 38251, 8315, 25062, 32640, 13672, 7578, 3714, 29245, 23328, 3660, 43242, 7578, 2423, 3613, 13672, 7578, 3714, 29245, 23328, 3660, 43242, 7578, 15844, 2423, 6352, 8032, 1863, 7435, 3215, 23758, 34892, 38251, 5296, 2423, 3806, 565, 8032, 1863, 7435, 3215, 29538, 2423, 9721], "avg_logprob": -0.20697463681732398, "compression_ratio": 1.6219512195121952, "no_speech_prob": 0.0, "words": [{"start": 961.74, "end": 962.14, "word": "فالـ", "probability": 0.6820475260416666}, {"start": 962.14, "end": 962.62, "word": " trapezoid", "probability": 0.8023681640625}, {"start": 962.62, "end": 963.06, "word": " بيكون", "probability": 0.7799479166666666}, {"start": 963.06, "end": 963.16, "word": " في", "probability": 0.90771484375}, {"start": 963.16, "end": 963.62, "word": " الأطراف", "probability": 0.883056640625}, {"start": 963.62, "end": 964.2, "word": " كويس", "probability": 0.71728515625}, {"start": 964.2, "end": 964.62, "word": " لو", "probability": 0.7099609375}, {"start": 964.62, "end": 964.9, "word": " ايجينا", "probability": 0.722412109375}, {"start": 964.9, "end": 965.36, "word": " رسمنا", "probability": 0.9666341145833334}, {"start": 965.36, "end": 965.8, "word": " القيم", "probability": 0.936767578125}, {"start": 965.8, "end": 965.92, "word": " اللى", "probability": 0.72021484375}, {"start": 965.92, "end": 966.28, "word": " موجودة", "probability": 0.971923828125}, {"start": 966.28, "end": 966.5, "word": " عندى", "probability": 0.86083984375}, {"start": 966.5, "end": 966.58, "word": " ال", "probability": 0.837890625}, {"start": 966.58, "end": 966.76, "word": " range", "probability": 0.6845703125}, {"start": 966.76, "end": 966.92, "word": " اللى", "probability": 0.9853515625}, {"start": 966.92, "end": 967.26, "word": " موجودة", "probability": 0.900146484375}, {"start": 967.26, "end": 967.92, "word": " عندى", "probability": 0.829833984375}, {"start": 967.92, "end": 968.2, "word": " على", "probability": 0.9365234375}, {"start": 968.2, "end": 968.94, "word": " ال", "probability": 0.9853515625}, {"start": 968.94, "end": 969.62, "word": " sets", "probability": 0.482177734375}, {"start": 969.62, "end": 971.0, "word": " هنجد", "probability": 0.8846435546875}, {"start": 971.0, "end": 971.46, "word": " هذا", "probability": 0.95068359375}, {"start": 971.46, "end": 972.72, "word": " الرسم", "probability": 0.958251953125}, {"start": 972.72, "end": 973.36, "word": " ل", "probability": 0.529296875}, {"start": 973.36, "end": 973.98, "word": " ال", "probability": 0.73828125}, {"start": 973.98, "end": 974.3, "word": " waiting", "probability": 0.8544921875}, {"start": 974.3, "end": 975.12, "word": " time", "probability": 0.90380859375}, {"start": 975.12, "end": 976.72, "word": " هنجد", "probability": 0.96923828125}, {"start": 976.72, "end": 977.44, "word": " هذه", "probability": 0.90234375}, {"start": 977.44, "end": 977.58, "word": " ال", "probability": 0.92529296875}, {"start": 977.58, "end": 977.98, "word": " relation", "probability": 0.990234375}], "temperature": 1.0}, {"id": 44, "seek": 99803, "start": 979.31, "end": 998.03, "text": "لـ number of servers هنجد ال relations اللي عندي أو ال degree of relationship ل ال utilization factor و أخيراً ل number of spares N لقيمة ال N اللي موجودة عندي ال N elect and construct fuzzy", "tokens": [1211, 39184, 1230, 295, 15909, 8032, 1863, 7435, 3215, 2423, 2299, 13672, 1829, 18871, 16254, 34051, 2423, 4314, 295, 2480, 5296, 2423, 37074, 5952, 4032, 5551, 9778, 13546, 995, 14111, 5296, 1230, 295, 637, 8643, 426, 5296, 4587, 32640, 3660, 2423, 426, 13672, 1829, 3714, 29245, 23328, 3660, 18871, 16254, 2423, 426, 2185, 293, 7690, 34710], "avg_logprob": -0.28056468043410987, "compression_ratio": 1.4352941176470588, "no_speech_prob": 0.0, "words": [{"start": 979.31, "end": 979.75, "word": "لـ", "probability": 0.33349609375}, {"start": 979.75, "end": 980.21, "word": " number", "probability": 0.76806640625}, {"start": 980.21, "end": 980.59, "word": " of", "probability": 0.9775390625}, {"start": 980.59, "end": 981.57, "word": " servers", "probability": 0.890625}, {"start": 981.57, "end": 982.59, "word": " هنجد", "probability": 0.78778076171875}, {"start": 982.59, "end": 982.81, "word": " ال", "probability": 0.81005859375}, {"start": 982.81, "end": 983.31, "word": " relations", "probability": 0.71435546875}, {"start": 983.31, "end": 983.93, "word": " اللي", "probability": 0.865478515625}, {"start": 983.93, "end": 984.25, "word": " عندي", "probability": 0.6988525390625}, {"start": 984.25, "end": 984.41, "word": " أو", "probability": 0.77392578125}, {"start": 984.41, "end": 984.51, "word": " ال", "probability": 0.50244140625}, {"start": 984.51, "end": 984.73, "word": " degree", "probability": 0.98583984375}, {"start": 984.73, "end": 984.91, "word": " of", "probability": 0.9072265625}, {"start": 984.91, "end": 986.51, "word": " relationship", "probability": 0.89599609375}, {"start": 986.51, "end": 987.11, "word": " ل", "probability": 0.7998046875}, {"start": 987.11, "end": 987.91, "word": " ال", "probability": 0.41015625}, {"start": 987.91, "end": 988.35, "word": " utilization", "probability": 0.9453125}, {"start": 988.35, "end": 989.09, "word": " factor", "probability": 0.92919921875}, {"start": 989.09, "end": 989.61, "word": " و", "probability": 0.82421875}, {"start": 989.61, "end": 990.23, "word": " أخيراً", "probability": 0.8017578125}, {"start": 990.23, "end": 990.45, "word": " ل", "probability": 0.76904296875}, {"start": 990.45, "end": 991.33, "word": " number", "probability": 0.75341796875}, {"start": 991.33, "end": 991.59, "word": " of", "probability": 0.97705078125}, {"start": 991.59, "end": 992.79, "word": " spares", "probability": 0.6497802734375}, {"start": 992.79, "end": 993.49, "word": " N", "probability": 0.428466796875}, {"start": 993.49, "end": 994.37, "word": " لقيمة", "probability": 0.9593505859375}, {"start": 994.37, "end": 994.47, "word": " ال", "probability": 0.873046875}, {"start": 994.47, "end": 994.61, "word": " N", "probability": 0.6826171875}, {"start": 994.61, "end": 994.75, "word": " اللي", "probability": 0.9697265625}, {"start": 994.75, "end": 995.07, "word": " موجودة", "probability": 0.957275390625}, {"start": 995.07, "end": 995.31, "word": " عندي", "probability": 0.909912109375}, {"start": 995.31, "end": 995.63, "word": " ال", "probability": 0.68408203125}, {"start": 995.63, "end": 995.87, "word": " N", "probability": 0.497802734375}, {"start": 995.87, "end": 996.55, "word": " elect", "probability": 0.286376953125}, {"start": 996.55, "end": 996.99, "word": " and", "probability": 0.9580078125}, {"start": 996.99, "end": 997.69, "word": " construct", "probability": 0.97021484375}, {"start": 997.69, "end": 998.03, "word": " fuzzy", "probability": 0.96337890625}], "temperature": 1.0}, {"id": 45, "seek": 101930, "start": 999.18, "end": 1019.3, "text": "rules كيف أنا بعمل ال rules نفسها ال rules نفسها الطبيعي عشان أعمل rules و أنا بدي أشتغل بحث و بدنا نشتغل بشكل عملي الطبيعي جدا عشان ننجح في هذا الموضوع محتاجين ال expert to describe how the problem can be solved using fuzzy linguistic variable defined previously", "tokens": [894, 904, 9122, 33911, 41850, 4724, 25957, 1211, 2423, 4474, 8717, 36178, 11296, 2423, 4474, 8717, 36178, 11296, 41950, 21292, 3615, 1829, 6225, 8592, 7649, 5551, 25957, 1211, 4474, 4032, 41850, 4724, 16254, 5551, 8592, 2655, 17082, 1211, 4724, 5016, 12984, 4032, 47525, 8315, 8717, 8592, 2655, 17082, 1211, 4724, 8592, 28820, 6225, 2304, 20292, 41950, 21292, 3615, 1829, 10874, 28259, 6225, 8592, 7649, 8717, 1863, 7435, 5016, 8978, 23758, 9673, 2407, 11242, 45367, 3714, 33753, 26108, 9957, 2423, 5844, 281, 6786, 577, 264, 1154, 393, 312, 13041, 1228, 34710, 43002, 7006, 7642, 8046], "avg_logprob": -0.10213815585563057, "compression_ratio": 1.6120689655172413, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 999.18, "end": 999.64, "word": "rules", "probability": 0.5877685546875}, {"start": 999.64, "end": 1000.1, "word": " كيف", "probability": 0.908935546875}, {"start": 1000.1, "end": 1000.2, "word": " أنا", "probability": 0.59912109375}, {"start": 1000.2, "end": 1000.6, "word": " بعمل", "probability": 0.85009765625}, {"start": 1000.6, "end": 1001.14, "word": " ال", "probability": 0.9482421875}, {"start": 1001.14, "end": 1001.5, "word": " rules", "probability": 0.75439453125}, {"start": 1001.5, "end": 1001.98, "word": " نفسها", "probability": 0.9925130208333334}, {"start": 1001.98, "end": 1002.34, "word": " ال", "probability": 0.76708984375}, {"start": 1002.34, "end": 1002.56, "word": " rules", "probability": 0.8349609375}, {"start": 1002.56, "end": 1003.04, "word": " نفسها", "probability": 0.9886067708333334}, {"start": 1003.04, "end": 1003.52, "word": " الطبيعي", "probability": 0.9600830078125}, {"start": 1003.52, "end": 1003.74, "word": " عشان", "probability": 0.9698893229166666}, {"start": 1003.74, "end": 1004.02, "word": " أعمل", "probability": 0.8135579427083334}, {"start": 1004.02, "end": 1004.46, "word": " rules", "probability": 0.875}, {"start": 1004.46, "end": 1004.84, "word": " و", "probability": 0.8525390625}, {"start": 1004.84, "end": 1004.94, "word": " أنا", "probability": 0.57666015625}, {"start": 1004.94, "end": 1005.16, "word": " بدي", "probability": 0.782470703125}, {"start": 1005.16, "end": 1005.48, "word": " أشتغل", "probability": 0.9642578125}, {"start": 1005.48, "end": 1005.86, "word": " بحث", "probability": 0.9895833333333334}, {"start": 1005.86, "end": 1006.02, "word": " و", "probability": 0.94677734375}, {"start": 1006.02, "end": 1006.22, "word": " بدنا", "probability": 0.7802734375}, {"start": 1006.22, "end": 1006.84, "word": " نشتغل", "probability": 0.995703125}, {"start": 1006.84, "end": 1007.6, "word": " بشكل", "probability": 0.9910481770833334}, {"start": 1007.6, "end": 1008.0, "word": " عملي", "probability": 0.9646809895833334}, {"start": 1008.0, "end": 1008.86, "word": " الطبيعي", "probability": 0.9649658203125}, {"start": 1008.86, "end": 1009.18, "word": " جدا", "probability": 0.9912109375}, {"start": 1009.18, "end": 1009.56, "word": " عشان", "probability": 0.9890950520833334}, {"start": 1009.56, "end": 1010.0, "word": " ننجح", "probability": 0.9937744140625}, {"start": 1010.0, "end": 1010.16, "word": " في", "probability": 0.9501953125}, {"start": 1010.16, "end": 1010.3, "word": " هذا", "probability": 0.9375}, {"start": 1010.3, "end": 1010.82, "word": " الموضوع", "probability": 0.998779296875}, {"start": 1010.82, "end": 1011.8, "word": " محتاجين", "probability": 0.9893798828125}, {"start": 1011.8, "end": 1012.52, "word": " ال", "probability": 0.67138671875}, {"start": 1012.52, "end": 1013.1, "word": " expert", "probability": 0.88037109375}, {"start": 1013.1, "end": 1013.54, "word": " to", "probability": 0.89501953125}, {"start": 1013.54, "end": 1014.28, "word": " describe", "probability": 0.90380859375}, {"start": 1014.28, "end": 1014.84, "word": " how", "probability": 0.95166015625}, {"start": 1014.84, "end": 1015.0, "word": " the", "probability": 0.8818359375}, {"start": 1015.0, "end": 1015.34, "word": " problem", "probability": 0.9130859375}, {"start": 1015.34, "end": 1015.6, "word": " can", "probability": 0.96240234375}, {"start": 1015.6, "end": 1015.76, "word": " be", "probability": 0.96240234375}, {"start": 1015.76, "end": 1016.24, "word": " solved", "probability": 0.8974609375}, {"start": 1016.24, "end": 1016.82, "word": " using", "probability": 0.9296875}, {"start": 1016.82, "end": 1017.24, "word": " fuzzy", "probability": 0.7001953125}, {"start": 1017.24, "end": 1018.04, "word": " linguistic", "probability": 0.76953125}, {"start": 1018.04, "end": 1018.42, "word": " variable", "probability": 0.82958984375}, {"start": 1018.42, "end": 1018.8, "word": " defined", "probability": 0.90869140625}, {"start": 1018.8, "end": 1019.3, "word": " previously", "probability": 0.8525390625}], "temperature": 1.0}, {"id": 46, "seek": 103580, "start": 1019.72, "end": 1035.8, "text": "محتاجين expert محتاجين خبير في هذا الموضوع ممكن نعمل استبانة ممكن نعمل interview المهم أنه محتاج حد أعرف منه ال application هذا كيف بحله وإيش علاقة ال parameters مع بعضها؟", "tokens": [2304, 33753, 26108, 9957, 5844, 3714, 33753, 26108, 9957, 16490, 3555, 13546, 8978, 23758, 9673, 2407, 11242, 45367, 3714, 43020, 8717, 25957, 1211, 44713, 3555, 7649, 3660, 3714, 43020, 8717, 25957, 1211, 4049, 9673, 16095, 14739, 3224, 3714, 33753, 26108, 11331, 3215, 5551, 3615, 28480, 9154, 3224, 2423, 3861, 23758, 9122, 33911, 4724, 5016, 43761, 4032, 28814, 1829, 8592, 11203, 995, 28671, 2423, 9834, 20449, 45030, 11242, 11296, 22807], "avg_logprob": -0.09933035916515759, "compression_ratio": 1.521978021978022, "no_speech_prob": 0.0, "words": [{"start": 1019.72, "end": 1020.52, "word": "محتاجين", "probability": 0.9796142578125}, {"start": 1020.52, "end": 1021.54, "word": " expert", "probability": 0.88232421875}, {"start": 1021.54, "end": 1022.6, "word": " محتاجين", "probability": 0.9329833984375}, {"start": 1022.6, "end": 1023.1, "word": " خبير", "probability": 0.9560546875}, {"start": 1023.1, "end": 1023.44, "word": " في", "probability": 0.95654296875}, {"start": 1023.44, "end": 1023.64, "word": " هذا", "probability": 0.9794921875}, {"start": 1023.64, "end": 1023.98, "word": " الموضوع", "probability": 0.997314453125}, {"start": 1023.98, "end": 1024.22, "word": " ممكن", "probability": 0.888427734375}, {"start": 1024.22, "end": 1024.54, "word": " نعمل", "probability": 0.9943033854166666}, {"start": 1024.54, "end": 1025.12, "word": " استبانة", "probability": 0.924072265625}, {"start": 1025.12, "end": 1025.4, "word": " ممكن", "probability": 0.89404296875}, {"start": 1025.4, "end": 1025.94, "word": " نعمل", "probability": 0.9964192708333334}, {"start": 1025.94, "end": 1027.06, "word": " interview", "probability": 0.9794921875}, {"start": 1027.06, "end": 1027.86, "word": " المهم", "probability": 0.96435546875}, {"start": 1027.86, "end": 1028.02, "word": " أنه", "probability": 0.6939697265625}, {"start": 1028.02, "end": 1028.5, "word": " محتاج", "probability": 0.9895833333333334}, {"start": 1028.5, "end": 1028.78, "word": " حد", "probability": 0.863037109375}, {"start": 1028.78, "end": 1029.24, "word": " أعرف", "probability": 0.9322916666666666}, {"start": 1029.24, "end": 1029.66, "word": " منه", "probability": 0.98583984375}, {"start": 1029.66, "end": 1030.28, "word": " ال", "probability": 0.9345703125}, {"start": 1030.28, "end": 1031.56, "word": " application", "probability": 0.80126953125}, {"start": 1031.56, "end": 1031.94, "word": " هذا", "probability": 0.472412109375}, {"start": 1031.94, "end": 1032.36, "word": " كيف", "probability": 0.9736328125}, {"start": 1032.36, "end": 1032.9, "word": " بحله", "probability": 0.7928059895833334}, {"start": 1032.9, "end": 1033.48, "word": " وإيش", "probability": 0.7891845703125}, {"start": 1033.48, "end": 1033.94, "word": " علاقة", "probability": 0.9825846354166666}, {"start": 1033.94, "end": 1034.14, "word": " ال", "probability": 0.95947265625}, {"start": 1034.14, "end": 1034.6, "word": " parameters", "probability": 0.96337890625}, {"start": 1034.6, "end": 1035.2, "word": " مع", "probability": 0.9921875}, {"start": 1035.2, "end": 1035.8, "word": " بعضها؟", "probability": 0.98828125}], "temperature": 1.0}, {"id": 47, "seek": 105208, "start": 1036.51, "end": 1052.09, "text": "عشان نقول والله إذا كان أنا بدي ال output هذا، طب هو بيعتمد على إيش؟ if this then this، فإذا كان في تحقق ايه فأكيد هتتحقق بيه، طبعا بنسب في النهاية وبناء على ال relationships اللي احنا بنتكلم عنها", "tokens": [3615, 8592, 7649, 8717, 39648, 16070, 43761, 11933, 15730, 25961, 41850, 4724, 16254, 2423, 5598, 23758, 12399, 23032, 3555, 31439, 4724, 1829, 34268, 2304, 3215, 15844, 11933, 1829, 8592, 22807, 498, 341, 550, 341, 12399, 6156, 28814, 15730, 25961, 8978, 6055, 5016, 4587, 4587, 1975, 1829, 3224, 6156, 10721, 4117, 25708, 8032, 2655, 2655, 5016, 4587, 4587, 4724, 1829, 3224, 12399, 23032, 3555, 3615, 995, 44945, 35457, 8978, 28239, 11296, 10632, 46599, 1863, 16606, 15844, 2423, 6159, 13672, 1829, 1975, 5016, 8315, 44945, 2655, 4117, 19528, 18871, 11296], "avg_logprob": -0.20523174291246393, "compression_ratio": 1.5970149253731343, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1036.51, "end": 1036.91, "word": "عشان", "probability": 0.9716796875}, {"start": 1036.91, "end": 1037.17, "word": " نقول", "probability": 0.9677734375}, {"start": 1037.17, "end": 1037.47, "word": " والله", "probability": 0.639404296875}, {"start": 1037.47, "end": 1037.71, "word": " إذا", "probability": 0.836669921875}, {"start": 1037.71, "end": 1037.85, "word": " كان", "probability": 0.88232421875}, {"start": 1037.85, "end": 1037.99, "word": " أنا", "probability": 0.58154296875}, {"start": 1037.99, "end": 1038.29, "word": " بدي", "probability": 0.7069091796875}, {"start": 1038.29, "end": 1038.65, "word": " ال", "probability": 0.93603515625}, {"start": 1038.65, "end": 1038.91, "word": " output", "probability": 0.95751953125}, {"start": 1038.91, "end": 1039.23, "word": " هذا،", "probability": 0.5484619140625}, {"start": 1039.23, "end": 1039.31, "word": " طب", "probability": 0.7322998046875}, {"start": 1039.31, "end": 1039.41, "word": " هو", "probability": 0.95458984375}, {"start": 1039.41, "end": 1039.79, "word": " بيعتمد", "probability": 0.92744140625}, {"start": 1039.79, "end": 1039.95, "word": " على", "probability": 0.469970703125}, {"start": 1039.95, "end": 1040.51, "word": " إيش؟", "probability": 0.915771484375}, {"start": 1040.51, "end": 1040.77, "word": " if", "probability": 0.6279296875}, {"start": 1040.77, "end": 1041.51, "word": " this", "probability": 0.9580078125}, {"start": 1041.51, "end": 1041.93, "word": " then", "probability": 0.60791015625}, {"start": 1041.93, "end": 1042.75, "word": " this،", "probability": 0.7099609375}, {"start": 1042.75, "end": 1043.09, "word": " فإذا", "probability": 0.9669596354166666}, {"start": 1043.09, "end": 1043.79, "word": " كان", "probability": 0.79541015625}, {"start": 1043.79, "end": 1044.01, "word": " في", "probability": 0.87841796875}, {"start": 1044.01, "end": 1044.73, "word": " تحقق", "probability": 0.76226806640625}, {"start": 1044.73, "end": 1045.19, "word": " ايه", "probability": 0.73388671875}, {"start": 1045.19, "end": 1045.89, "word": " فأكيد", "probability": 0.838134765625}, {"start": 1045.89, "end": 1046.51, "word": " هتتحقق", "probability": 0.9610188802083334}, {"start": 1046.51, "end": 1046.95, "word": " بيه،", "probability": 0.918212890625}, {"start": 1046.95, "end": 1047.19, "word": " طبعا", "probability": 0.957275390625}, {"start": 1047.19, "end": 1047.55, "word": " بنسب", "probability": 0.740478515625}, {"start": 1047.55, "end": 1047.69, "word": " في", "probability": 0.7294921875}, {"start": 1047.69, "end": 1048.15, "word": " النهاية", "probability": 0.9737955729166666}, {"start": 1048.15, "end": 1048.79, "word": " وبناء", "probability": 0.7377115885416666}, {"start": 1048.79, "end": 1049.03, "word": " على", "probability": 0.8447265625}, {"start": 1049.03, "end": 1049.47, "word": " ال", "probability": 0.96240234375}, {"start": 1049.47, "end": 1050.85, "word": " relationships", "probability": 0.462158203125}, {"start": 1050.85, "end": 1051.21, "word": " اللي", "probability": 0.9638671875}, {"start": 1051.21, "end": 1051.35, "word": " احنا", "probability": 0.7886555989583334}, {"start": 1051.35, "end": 1051.75, "word": " بنتكلم", "probability": 0.88720703125}, {"start": 1051.75, "end": 1052.09, "word": " عنها", "probability": 0.9921875}], "temperature": 1.0}, {"id": 48, "seek": 107226, "start": 1053.76, "end": 1072.26, "text": "كويس ممكن نحصل عليها من other sources زي الكتب من كتب من أبحاث من computer databases من flow diagrams من observed human behavior من سلوك ال human المراقبة اللي براقبه و اللي بيشوفه", "tokens": [4117, 45865, 3794, 3714, 43020, 8717, 5016, 36520, 25894, 11296, 9154, 661, 7139, 30767, 1829, 33251, 2655, 3555, 9154, 9122, 2655, 3555, 9154, 5551, 49628, 5718, 104, 9154, 3820, 22380, 9154, 3095, 36709, 9154, 13095, 1952, 5223, 9154, 8608, 1211, 2407, 4117, 2423, 1952, 9673, 23557, 4587, 49401, 13672, 1829, 4724, 23557, 4587, 3555, 3224, 4032, 13672, 1829, 4724, 1829, 8592, 38688, 3224], "avg_logprob": -0.15869140229187906, "compression_ratio": 1.4662921348314606, "no_speech_prob": 0.0, "words": [{"start": 1053.76, "end": 1054.76, "word": "كويس", "probability": 0.6711222330729166}, {"start": 1054.76, "end": 1055.58, "word": " ممكن", "probability": 0.764892578125}, {"start": 1055.58, "end": 1055.94, "word": " نحصل", "probability": 0.9777018229166666}, {"start": 1055.94, "end": 1056.28, "word": " عليها", "probability": 0.98828125}, {"start": 1056.28, "end": 1056.4, "word": " من", "probability": 0.9736328125}, {"start": 1056.4, "end": 1056.66, "word": " other", "probability": 0.34375}, {"start": 1056.66, "end": 1058.1, "word": " sources", "probability": 0.95068359375}, {"start": 1058.1, "end": 1058.4, "word": " زي", "probability": 0.88037109375}, {"start": 1058.4, "end": 1058.92, "word": " الكتب", "probability": 0.9820963541666666}, {"start": 1058.92, "end": 1059.26, "word": " من", "probability": 0.7001953125}, {"start": 1059.26, "end": 1059.72, "word": " كتب", "probability": 0.91650390625}, {"start": 1059.72, "end": 1060.04, "word": " من", "probability": 0.88232421875}, {"start": 1060.04, "end": 1060.54, "word": " أبحاث", "probability": 0.955322265625}, {"start": 1060.54, "end": 1060.72, "word": " من", "probability": 0.95947265625}, {"start": 1060.72, "end": 1061.12, "word": " computer", "probability": 0.9033203125}, {"start": 1061.12, "end": 1061.7, "word": " databases", "probability": 0.96875}, {"start": 1061.7, "end": 1062.48, "word": " من", "probability": 0.97998046875}, {"start": 1062.48, "end": 1063.08, "word": " flow", "probability": 0.91064453125}, {"start": 1063.08, "end": 1063.66, "word": " diagrams", "probability": 0.919921875}, {"start": 1063.66, "end": 1064.32, "word": " من", "probability": 0.974609375}, {"start": 1064.32, "end": 1066.12, "word": " observed", "probability": 0.78662109375}, {"start": 1066.12, "end": 1066.88, "word": " human", "probability": 0.9150390625}, {"start": 1066.88, "end": 1067.98, "word": " behavior", "probability": 0.77099609375}, {"start": 1067.98, "end": 1068.5, "word": " من", "probability": 0.95703125}, {"start": 1068.5, "end": 1069.1, "word": " سلوك", "probability": 0.9647216796875}, {"start": 1069.1, "end": 1069.22, "word": " ال", "probability": 0.90380859375}, {"start": 1069.22, "end": 1069.56, "word": " human", "probability": 0.66796875}, {"start": 1069.56, "end": 1070.26, "word": " المراقبة", "probability": 0.874755859375}, {"start": 1070.26, "end": 1070.54, "word": " اللي", "probability": 0.90771484375}, {"start": 1070.54, "end": 1071.14, "word": " براقبه", "probability": 0.88232421875}, {"start": 1071.14, "end": 1071.5, "word": " و", "probability": 0.7412109375}, {"start": 1071.5, "end": 1071.68, "word": " اللي", "probability": 0.964599609375}, {"start": 1071.68, "end": 1072.26, "word": " بيشوفه", "probability": 0.90732421875}], "temperature": 1.0}, {"id": 49, "seek": 109402, "start": 1072.66, "end": 1094.02, "text": "على الـ الـ problem تبعته طيب في شغلة مهمة كمان بنقدر نعملها اللي هي ال ال fuzzy association map ال FAM representation هذه ممكن نبدأ نحددها و نرسم علاقة ال relations أو ال variables مع بعضها ممكن نرسم الآن مثلا تحت", "tokens": [3615, 23942, 2423, 39184, 2423, 39184, 1154, 6055, 3555, 34268, 3224, 23032, 1829, 3555, 8978, 13412, 17082, 37977, 3714, 16095, 3660, 9122, 2304, 7649, 44945, 28543, 2288, 8717, 25957, 1211, 11296, 13672, 1829, 39896, 2423, 2423, 34710, 14598, 4471, 2423, 479, 2865, 10290, 29538, 3714, 43020, 8717, 44510, 10721, 8717, 24401, 3215, 11296, 4032, 8717, 2288, 38251, 11203, 995, 28671, 2423, 2299, 34051, 2423, 9102, 20449, 45030, 11242, 11296, 3714, 43020, 8717, 2288, 38251, 6024, 48506, 50113, 15040, 6055, 33753], "avg_logprob": -0.14988425337238076, "compression_ratio": 1.4598214285714286, "no_speech_prob": 0.0, "words": [{"start": 1072.66, "end": 1073.12, "word": "على", "probability": 0.88232421875}, {"start": 1073.12, "end": 1073.4, "word": " الـ", "probability": 0.65625}, {"start": 1073.4, "end": 1074.02, "word": " الـ", "probability": 0.41650390625}, {"start": 1074.02, "end": 1074.92, "word": " problem", "probability": 0.62060546875}, {"start": 1074.92, "end": 1075.48, "word": " تبعته", "probability": 0.900146484375}, {"start": 1075.48, "end": 1076.2, "word": " طيب", "probability": 0.8723958333333334}, {"start": 1076.2, "end": 1076.66, "word": " في", "probability": 0.494873046875}, {"start": 1076.66, "end": 1077.0, "word": " شغلة", "probability": 0.8396809895833334}, {"start": 1077.0, "end": 1077.4, "word": " مهمة", "probability": 0.9910481770833334}, {"start": 1077.4, "end": 1077.64, "word": " كمان", "probability": 0.9837239583333334}, {"start": 1077.64, "end": 1078.06, "word": " بنقدر", "probability": 0.88134765625}, {"start": 1078.06, "end": 1078.46, "word": " نعملها", "probability": 0.983642578125}, {"start": 1078.46, "end": 1078.62, "word": " اللي", "probability": 0.9169921875}, {"start": 1078.62, "end": 1078.92, "word": " هي", "probability": 0.916015625}, {"start": 1078.92, "end": 1079.76, "word": " ال", "probability": 0.94091796875}, {"start": 1079.76, "end": 1080.24, "word": " ال", "probability": 0.544921875}, {"start": 1080.24, "end": 1080.6, "word": " fuzzy", "probability": 0.87939453125}, {"start": 1080.6, "end": 1081.54, "word": " association", "probability": 0.9248046875}, {"start": 1081.54, "end": 1082.88, "word": " map", "probability": 0.87939453125}, {"start": 1082.88, "end": 1083.6, "word": " ال", "probability": 0.7265625}, {"start": 1083.6, "end": 1083.94, "word": " FAM", "probability": 0.5670166015625}, {"start": 1083.94, "end": 1084.92, "word": " representation", "probability": 0.89453125}, {"start": 1084.92, "end": 1085.44, "word": " هذه", "probability": 0.69189453125}, {"start": 1085.44, "end": 1085.7, "word": " ممكن", "probability": 0.993408203125}, {"start": 1085.7, "end": 1086.0, "word": " نبدأ", "probability": 0.9832356770833334}, {"start": 1086.0, "end": 1086.76, "word": " نحددها", "probability": 0.9932861328125}, {"start": 1086.76, "end": 1087.12, "word": " و", "probability": 0.98095703125}, {"start": 1087.12, "end": 1087.56, "word": " نرسم", "probability": 0.8883463541666666}, {"start": 1087.56, "end": 1088.18, "word": " علاقة", "probability": 0.9856770833333334}, {"start": 1088.18, "end": 1088.7, "word": " ال", "probability": 0.98486328125}, {"start": 1088.7, "end": 1089.28, "word": " relations", "probability": 0.90087890625}, {"start": 1089.28, "end": 1089.84, "word": " أو", "probability": 0.80712890625}, {"start": 1089.84, "end": 1090.16, "word": " ال", "probability": 0.97412109375}, {"start": 1090.16, "end": 1090.8, "word": " variables", "probability": 0.9501953125}, {"start": 1090.8, "end": 1091.04, "word": " مع", "probability": 0.99658203125}, {"start": 1091.04, "end": 1091.54, "word": " بعضها", "probability": 0.9978841145833334}, {"start": 1091.54, "end": 1092.32, "word": " ممكن", "probability": 0.97705078125}, {"start": 1092.32, "end": 1092.66, "word": " نرسم", "probability": 0.9930013020833334}, {"start": 1092.66, "end": 1092.92, "word": " الآن", "probability": 0.696533203125}, {"start": 1092.92, "end": 1093.26, "word": " مثلا", "probability": 0.945556640625}, {"start": 1093.26, "end": 1094.02, "word": " تحت", "probability": 0.990966796875}], "temperature": 1.0}, {"id": 50, "seek": 112331, "start": 1095.15, "end": 1123.31, "text": "الـ time مع ال number of servers نرسمهم مع بعض طيب طبعا هذه ممكن ببساطة جدا هذه تعطيني map لل rules كمان ليش؟ لأن إذا قلت if time is very short and number of servers is small then number in very large", "tokens": [6027, 39184, 565, 20449, 2423, 1230, 295, 15909, 8717, 2288, 38251, 16095, 20449, 45030, 11242, 23032, 1829, 3555, 23032, 3555, 3615, 995, 29538, 3714, 43020, 4724, 3555, 3794, 41193, 3660, 10874, 28259, 29538, 6055, 3615, 9566, 9957, 1829, 4471, 24976, 4474, 9122, 2304, 7649, 32239, 8592, 22807, 5296, 33456, 11933, 15730, 12174, 1211, 2655, 498, 565, 307, 588, 2099, 293, 1230, 295, 15909, 307, 1359, 550, 1230, 294, 588, 2416], "avg_logprob": -0.18144805876302048, "compression_ratio": 1.4308510638297873, "no_speech_prob": 0.0, "words": [{"start": 1095.15, "end": 1095.47, "word": "الـ", "probability": 0.63330078125}, {"start": 1095.47, "end": 1095.75, "word": " time", "probability": 0.42724609375}, {"start": 1095.75, "end": 1096.65, "word": " مع", "probability": 0.97802734375}, {"start": 1096.65, "end": 1097.37, "word": " ال", "probability": 0.50634765625}, {"start": 1097.37, "end": 1097.61, "word": " number", "probability": 0.93603515625}, {"start": 1097.61, "end": 1097.99, "word": " of", "probability": 0.98291015625}, {"start": 1097.99, "end": 1098.83, "word": " servers", "probability": 0.9111328125}, {"start": 1098.83, "end": 1100.19, "word": " نرسمهم", "probability": 0.886962890625}, {"start": 1100.19, "end": 1100.59, "word": " مع", "probability": 0.99365234375}, {"start": 1100.59, "end": 1100.91, "word": " بعض", "probability": 0.98974609375}, {"start": 1100.91, "end": 1101.43, "word": " طيب", "probability": 0.8546549479166666}, {"start": 1101.43, "end": 1101.93, "word": " طبعا", "probability": 0.954345703125}, {"start": 1101.93, "end": 1102.17, "word": " هذه", "probability": 0.56591796875}, {"start": 1102.17, "end": 1102.63, "word": " ممكن", "probability": 0.957275390625}, {"start": 1102.63, "end": 1103.11, "word": " ببساطة", "probability": 0.9580078125}, {"start": 1103.11, "end": 1103.51, "word": " جدا", "probability": 0.989990234375}, {"start": 1103.51, "end": 1105.47, "word": " هذه", "probability": 0.56005859375}, {"start": 1105.47, "end": 1105.99, "word": " تعطيني", "probability": 0.785302734375}, {"start": 1105.99, "end": 1106.29, "word": " map", "probability": 0.80224609375}, {"start": 1106.29, "end": 1106.59, "word": " لل", "probability": 0.7021484375}, {"start": 1106.59, "end": 1107.55, "word": " rules", "probability": 0.6630859375}, {"start": 1107.55, "end": 1107.91, "word": " كمان", "probability": 0.953125}, {"start": 1107.91, "end": 1108.75, "word": " ليش؟", "probability": 0.7742513020833334}, {"start": 1108.75, "end": 1108.93, "word": " لأن", "probability": 0.8408203125}, {"start": 1108.93, "end": 1109.17, "word": " إذا", "probability": 0.57366943359375}, {"start": 1109.17, "end": 1109.61, "word": " قلت", "probability": 0.96484375}, {"start": 1109.61, "end": 1110.19, "word": " if", "probability": 0.9169921875}, {"start": 1110.19, "end": 1111.27, "word": " time", "probability": 0.87353515625}, {"start": 1111.27, "end": 1112.61, "word": " is", "probability": 0.96435546875}, {"start": 1112.61, "end": 1113.03, "word": " very", "probability": 0.89404296875}, {"start": 1113.03, "end": 1113.53, "word": " short", "probability": 0.97216796875}, {"start": 1113.53, "end": 1114.65, "word": " and", "probability": 0.94921875}, {"start": 1114.65, "end": 1115.45, "word": " number", "probability": 0.96728515625}, {"start": 1115.45, "end": 1116.15, "word": " of", "probability": 0.98193359375}, {"start": 1116.15, "end": 1117.49, "word": " servers", "probability": 0.86083984375}, {"start": 1117.49, "end": 1117.91, "word": " is", "probability": 0.96484375}, {"start": 1117.91, "end": 1118.49, "word": " small", "probability": 0.90234375}, {"start": 1118.49, "end": 1119.65, "word": " then", "probability": 0.771484375}, {"start": 1119.65, "end": 1121.67, "word": " number", "probability": 0.96044921875}, {"start": 1121.67, "end": 1122.01, "word": " in", "probability": 0.6640625}, {"start": 1122.01, "end": 1122.91, "word": " very", "probability": 0.8408203125}, {"start": 1122.91, "end": 1123.31, "word": " large", "probability": 0.96875}], "temperature": 1.0}, {"id": 51, "seek": 114822, "start": 1124.9, "end": 1148.22, "text": "very large لأنه إذا كان very short فمعنى ذلك إنه الزمن قصير لازم يكون كتير قصير مايقعدش حد عندي مايطولش عندي لكن عدد ال servers أو اللي بيشتغلوا small لأ معنى ذلك إن ال spheres لازم تكون عندي عددها كبير ف very large لازم يكون دايما كبيرة فهذه ممكن تمثل لنا", "tokens": [448, 2416, 5296, 33456, 3224, 11933, 15730, 25961, 588, 2099, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 36145, 3224, 6024, 110, 27842, 12174, 9381, 13546, 5296, 31377, 2304, 7251, 30544, 9122, 2655, 13546, 12174, 9381, 13546, 19446, 1829, 4587, 22488, 8592, 11331, 3215, 18871, 16254, 19446, 1829, 9566, 12610, 8592, 18871, 16254, 44381, 6225, 3215, 3215, 2423, 15909, 34051, 13672, 1829, 4724, 1829, 8592, 2655, 17082, 1211, 14407, 1359, 5296, 10721, 20449, 1863, 7578, 29910, 23275, 36145, 2423, 41225, 5296, 31377, 2304, 6055, 30544, 18871, 16254, 6225, 3215, 3215, 11296, 9122, 3555, 13546, 6156, 588, 2416, 5296, 31377, 2304, 7251, 30544, 11778, 47302, 15042, 9122, 3555, 48923, 6156, 3224, 24192, 3714, 43020, 6055, 2304, 12984, 1211, 5296, 8315], "avg_logprob": -0.13524159062810304, "compression_ratio": 1.808695652173913, "no_speech_prob": 3.516674041748047e-06, "words": [{"start": 1124.9, "end": 1125.22, "word": "very", "probability": 0.8310546875}, {"start": 1125.22, "end": 1125.86, "word": " large", "probability": 0.95361328125}, {"start": 1125.86, "end": 1126.42, "word": " لأنه", "probability": 0.8515625}, {"start": 1126.42, "end": 1126.52, "word": " إذا", "probability": 0.904052734375}, {"start": 1126.52, "end": 1126.8, "word": " كان", "probability": 0.9951171875}, {"start": 1126.8, "end": 1127.04, "word": " very", "probability": 0.91015625}, {"start": 1127.04, "end": 1127.56, "word": " short", "probability": 0.97705078125}, {"start": 1127.56, "end": 1129.2, "word": " فمعنى", "probability": 0.9611328125}, {"start": 1129.2, "end": 1129.44, "word": " ذلك", "probability": 0.9912109375}, {"start": 1129.44, "end": 1129.72, "word": " إنه", "probability": 0.6204833984375}, {"start": 1129.72, "end": 1130.4, "word": " الزمن", "probability": 0.9392903645833334}, {"start": 1130.4, "end": 1130.88, "word": " قصير", "probability": 0.9964192708333334}, {"start": 1130.88, "end": 1131.16, "word": " لازم", "probability": 0.9537760416666666}, {"start": 1131.16, "end": 1131.34, "word": " يكون", "probability": 0.980224609375}, {"start": 1131.34, "end": 1131.66, "word": " كتير", "probability": 0.96337890625}, {"start": 1131.66, "end": 1132.22, "word": " قصير", "probability": 0.9977213541666666}, {"start": 1132.22, "end": 1133.08, "word": " مايقعدش", "probability": 0.90625}, {"start": 1133.08, "end": 1133.28, "word": " حد", "probability": 0.8701171875}, {"start": 1133.28, "end": 1133.52, "word": " عندي", "probability": 0.7744140625}, {"start": 1133.52, "end": 1134.1, "word": " مايطولش", "probability": 0.85458984375}, {"start": 1134.1, "end": 1134.44, "word": " عندي", "probability": 0.7705078125}, {"start": 1134.44, "end": 1134.94, "word": " لكن", "probability": 0.85400390625}, {"start": 1134.94, "end": 1136.02, "word": " عدد", "probability": 0.9900716145833334}, {"start": 1136.02, "end": 1136.5, "word": " ال", "probability": 0.955078125}, {"start": 1136.5, "end": 1137.48, "word": " servers", "probability": 0.77294921875}, {"start": 1137.48, "end": 1137.74, "word": " أو", "probability": 0.62646484375}, {"start": 1137.74, "end": 1137.82, "word": " اللي", "probability": 0.959716796875}, {"start": 1137.82, "end": 1138.42, "word": " بيشتغلوا", "probability": 0.9410574776785714}, {"start": 1138.42, "end": 1139.12, "word": " small", "probability": 0.95166015625}, {"start": 1139.12, "end": 1140.1, "word": " لأ", "probability": 0.970947265625}, {"start": 1140.1, "end": 1140.38, "word": " معنى", "probability": 0.8282877604166666}, {"start": 1140.38, "end": 1140.58, "word": " ذلك", "probability": 0.98388671875}, {"start": 1140.58, "end": 1140.72, "word": " إن", "probability": 0.69580078125}, {"start": 1140.72, "end": 1140.84, "word": " ال", "probability": 0.9443359375}, {"start": 1140.84, "end": 1141.64, "word": " spheres", "probability": 0.1375732421875}, {"start": 1141.64, "end": 1142.04, "word": " لازم", "probability": 0.88232421875}, {"start": 1142.04, "end": 1142.26, "word": " تكون", "probability": 0.875732421875}, {"start": 1142.26, "end": 1142.46, "word": " عندي", "probability": 0.69921875}, {"start": 1142.46, "end": 1142.76, "word": " عددها", "probability": 0.9769287109375}, {"start": 1142.76, "end": 1143.14, "word": " كبير", "probability": 0.9967447916666666}, {"start": 1143.14, "end": 1143.6, "word": " ف", "probability": 0.94140625}, {"start": 1143.6, "end": 1143.96, "word": " very", "probability": 0.6708984375}, {"start": 1143.96, "end": 1144.36, "word": " large", "probability": 0.978515625}, {"start": 1144.36, "end": 1144.64, "word": " لازم", "probability": 0.9921875}, {"start": 1144.64, "end": 1144.86, "word": " يكون", "probability": 0.91357421875}, {"start": 1144.86, "end": 1145.18, "word": " دايما", "probability": 0.8221028645833334}, {"start": 1145.18, "end": 1146.08, "word": " كبيرة", "probability": 0.9778645833333334}, {"start": 1146.08, "end": 1146.86, "word": " فهذه", "probability": 0.8732096354166666}, {"start": 1146.86, "end": 1147.34, "word": " ممكن", "probability": 0.990478515625}, {"start": 1147.34, "end": 1147.92, "word": " تمثل", "probability": 0.81689453125}, {"start": 1147.92, "end": 1148.22, "word": " لنا", "probability": 0.7193603515625}], "temperature": 1.0}, {"id": 52, "seek": 116420, "start": 1148.88, "end": 1164.2, "text": "ال inputs مع ال outputs هدول بيمثله outputs هنا مع outputs لو قلنا عندي و خلينا نقول هنا medium .. medium هو أسوأ اشي ممكن نفترضه في حالة ال waiting time لكن في النهاية في عندي ال servers عددهم كبير", "tokens": [6027, 15743, 20449, 2423, 23930, 8032, 3215, 12610, 4724, 1829, 2304, 12984, 43761, 23930, 34105, 20449, 23930, 45164, 12174, 1211, 8315, 18871, 16254, 4032, 16490, 1211, 9957, 995, 8717, 39648, 34105, 6399, 4386, 6399, 31439, 5551, 3794, 2407, 10721, 1975, 8592, 1829, 3714, 43020, 8717, 5172, 2655, 43042, 3224, 8978, 11331, 6027, 3660, 2423, 3806, 565, 44381, 8978, 28239, 11296, 10632, 8978, 18871, 16254, 2423, 15909, 6225, 3215, 3215, 16095, 9122, 3555, 13546], "avg_logprob": -0.2328969530157141, "compression_ratio": 1.5851063829787233, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1148.88, "end": 1149.1, "word": "ال", "probability": 0.42578125}, {"start": 1149.1, "end": 1149.52, "word": " inputs", "probability": 0.15673828125}, {"start": 1149.52, "end": 1149.9, "word": " مع", "probability": 0.96044921875}, {"start": 1149.9, "end": 1150.04, "word": " ال", "probability": 0.89501953125}, {"start": 1150.04, "end": 1150.42, "word": " outputs", "probability": 0.78515625}, {"start": 1150.42, "end": 1150.68, "word": " هدول", "probability": 0.80322265625}, {"start": 1150.68, "end": 1151.02, "word": " بيمثله", "probability": 0.67646484375}, {"start": 1151.02, "end": 1151.38, "word": " outputs", "probability": 0.8427734375}, {"start": 1151.38, "end": 1151.64, "word": " هنا", "probability": 0.94091796875}, {"start": 1151.64, "end": 1152.26, "word": " مع", "probability": 0.5986328125}, {"start": 1152.26, "end": 1152.84, "word": " outputs", "probability": 0.90673828125}, {"start": 1152.84, "end": 1153.18, "word": " لو", "probability": 0.9189453125}, {"start": 1153.18, "end": 1153.58, "word": " قلنا", "probability": 0.8352864583333334}, {"start": 1153.58, "end": 1154.28, "word": " عندي", "probability": 0.6629638671875}, {"start": 1154.28, "end": 1154.58, "word": " و", "probability": 0.487548828125}, {"start": 1154.58, "end": 1154.92, "word": " خلينا", "probability": 0.638671875}, {"start": 1154.92, "end": 1155.12, "word": " نقول", "probability": 0.989013671875}, {"start": 1155.12, "end": 1155.32, "word": " هنا", "probability": 0.9267578125}, {"start": 1155.32, "end": 1155.8, "word": " medium", "probability": 0.716796875}, {"start": 1155.8, "end": 1156.26, "word": " ..", "probability": 0.266845703125}, {"start": 1156.26, "end": 1157.16, "word": " medium", "probability": 0.8154296875}, {"start": 1157.16, "end": 1157.4, "word": " هو", "probability": 0.92919921875}, {"start": 1157.4, "end": 1157.72, "word": " أسوأ", "probability": 0.9534912109375}, {"start": 1157.72, "end": 1157.92, "word": " اشي", "probability": 0.7172037760416666}, {"start": 1157.92, "end": 1158.24, "word": " ممكن", "probability": 0.971435546875}, {"start": 1158.24, "end": 1159.16, "word": " نفترضه", "probability": 0.98935546875}, {"start": 1159.16, "end": 1159.6, "word": " في", "probability": 0.93896484375}, {"start": 1159.6, "end": 1159.98, "word": " حالة", "probability": 0.9973958333333334}, {"start": 1159.98, "end": 1160.16, "word": " ال", "probability": 0.98486328125}, {"start": 1160.16, "end": 1160.42, "word": " waiting", "probability": 0.880859375}, {"start": 1160.42, "end": 1160.92, "word": " time", "probability": 0.87548828125}, {"start": 1160.92, "end": 1161.56, "word": " لكن", "probability": 0.89501953125}, {"start": 1161.56, "end": 1161.74, "word": " في", "probability": 0.89990234375}, {"start": 1161.74, "end": 1162.06, "word": " النهاية", "probability": 0.95263671875}, {"start": 1162.06, "end": 1162.18, "word": " في", "probability": 0.7880859375}, {"start": 1162.18, "end": 1162.5, "word": " عندي", "probability": 0.779541015625}, {"start": 1162.5, "end": 1162.74, "word": " ال", "probability": 0.85888671875}, {"start": 1162.74, "end": 1163.18, "word": " servers", "probability": 0.93212890625}, {"start": 1163.18, "end": 1163.68, "word": " عددهم", "probability": 0.9705810546875}, {"start": 1163.68, "end": 1164.2, "word": " كبير", "probability": 0.9903971354166666}], "temperature": 1.0}, {"id": 53, "seek": 119423, "start": 1165.13, "end": 1194.23, "text": "فلأ أكيد في الآخر عدد ال items اللي هتيجي هيقدر يصلحوها لأنه عددهم كبير فاحتمالية إن أنا محتاج items جديدة أو spares جديدة very small .. very short أو very small فاجدش عدد N اللي أنا محتاج أشتري very small مش محتاج يكون على ال shelf حاجة كتير كمية كبيرة ليش لأن في عند الأعمال عددهم كبير كويس", "tokens": [5172, 1211, 10721, 5551, 4117, 25708, 8978, 6024, 95, 34740, 6225, 3215, 3215, 2423, 4754, 13672, 1829, 8032, 31371, 7435, 1829, 39896, 28543, 2288, 7251, 36520, 5016, 2407, 11296, 5296, 33456, 3224, 6225, 3215, 3215, 16095, 9122, 3555, 13546, 6156, 995, 33753, 2304, 6027, 10632, 36145, 41850, 3714, 33753, 26108, 4754, 10874, 16254, 41891, 34051, 637, 8643, 10874, 16254, 41891, 588, 1359, 4386, 588, 2099, 34051, 588, 1359, 6156, 26108, 3215, 8592, 6225, 3215, 3215, 426, 13672, 1829, 41850, 3714, 33753, 26108, 5551, 8592, 2655, 16572, 588, 1359, 37893, 3714, 33753, 26108, 7251, 30544, 15844, 2423, 15222, 11331, 26108, 3660, 9122, 2655, 13546, 9122, 2304, 10632, 9122, 3555, 48923, 32239, 8592, 5296, 33456, 8978, 43242, 16247, 25957, 6027, 6225, 3215, 3215, 16095, 9122, 3555, 13546, 9122, 45865, 3794], "avg_logprob": -0.14183624031007752, "compression_ratio": 1.8531746031746033, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1165.13, "end": 1165.51, "word": "فلأ", "probability": 0.9646809895833334}, {"start": 1165.51, "end": 1166.17, "word": " أكيد", "probability": 0.8990885416666666}, {"start": 1166.17, "end": 1166.33, "word": " في", "probability": 0.9248046875}, {"start": 1166.33, "end": 1166.79, "word": " الآخر", "probability": 0.89306640625}, {"start": 1166.79, "end": 1167.55, "word": " عدد", "probability": 0.9593098958333334}, {"start": 1167.55, "end": 1167.93, "word": " ال", "probability": 0.982421875}, {"start": 1167.93, "end": 1168.39, "word": " items", "probability": 0.5771484375}, {"start": 1168.39, "end": 1168.59, "word": " اللي", "probability": 0.852294921875}, {"start": 1168.59, "end": 1169.03, "word": " هتيجي", "probability": 0.9302978515625}, {"start": 1169.03, "end": 1169.43, "word": " هيقدر", "probability": 0.9192708333333334}, {"start": 1169.43, "end": 1169.91, "word": " يصلحوها", "probability": 0.91103515625}, {"start": 1169.91, "end": 1170.17, "word": " لأنه", "probability": 0.72802734375}, {"start": 1170.17, "end": 1170.47, "word": " عددهم", "probability": 0.9888916015625}, {"start": 1170.47, "end": 1170.85, "word": " كبير", "probability": 0.9951171875}, {"start": 1170.85, "end": 1172.39, "word": " فاحتمالية", "probability": 0.8977864583333334}, {"start": 1172.39, "end": 1172.53, "word": " إن", "probability": 0.325439453125}, {"start": 1172.53, "end": 1172.67, "word": " أنا", "probability": 0.8583984375}, {"start": 1172.67, "end": 1173.57, "word": " محتاج", "probability": 0.99365234375}, {"start": 1173.57, "end": 1175.65, "word": " items", "probability": 0.8212890625}, {"start": 1175.65, "end": 1176.09, "word": " جديدة", "probability": 0.9752604166666666}, {"start": 1176.09, "end": 1176.35, "word": " أو", "probability": 0.5576171875}, {"start": 1176.35, "end": 1177.23, "word": " spares", "probability": 0.831298828125}, {"start": 1177.23, "end": 1177.81, "word": " جديدة", "probability": 0.98095703125}, {"start": 1177.81, "end": 1178.57, "word": " very", "probability": 0.88623046875}, {"start": 1178.57, "end": 1179.93, "word": " small", "probability": 0.9609375}, {"start": 1179.93, "end": 1180.39, "word": " ..", "probability": 0.32763671875}, {"start": 1180.39, "end": 1180.65, "word": " very", "probability": 0.7509765625}, {"start": 1180.65, "end": 1181.67, "word": " short", "probability": 0.990234375}, {"start": 1181.67, "end": 1181.81, "word": " أو", "probability": 0.75}, {"start": 1181.81, "end": 1182.01, "word": " very", "probability": 0.8974609375}, {"start": 1182.01, "end": 1182.35, "word": " small", "probability": 0.96875}, {"start": 1182.35, "end": 1183.83, "word": " فاجدش", "probability": 0.73193359375}, {"start": 1183.83, "end": 1184.13, "word": " عدد", "probability": 0.9944661458333334}, {"start": 1184.13, "end": 1184.35, "word": " N", "probability": 0.41796875}, {"start": 1184.35, "end": 1184.73, "word": " اللي", "probability": 0.990234375}, {"start": 1184.73, "end": 1184.83, "word": " أنا", "probability": 0.72265625}, {"start": 1184.83, "end": 1185.17, "word": " محتاج", "probability": 0.9881184895833334}, {"start": 1185.17, "end": 1185.55, "word": " أشتري", "probability": 0.945556640625}, {"start": 1185.55, "end": 1185.87, "word": " very", "probability": 0.5947265625}, {"start": 1185.87, "end": 1186.19, "word": " small", "probability": 0.96044921875}, {"start": 1186.19, "end": 1186.49, "word": " مش", "probability": 0.76806640625}, {"start": 1186.49, "end": 1186.81, "word": " محتاج", "probability": 0.9949544270833334}, {"start": 1186.81, "end": 1187.03, "word": " يكون", "probability": 0.986083984375}, {"start": 1187.03, "end": 1187.23, "word": " على", "probability": 0.8740234375}, {"start": 1187.23, "end": 1187.57, "word": " ال", "probability": 0.466064453125}, {"start": 1187.57, "end": 1187.87, "word": " shelf", "probability": 0.865234375}, {"start": 1187.87, "end": 1188.31, "word": " حاجة", "probability": 0.845703125}, {"start": 1188.31, "end": 1188.75, "word": " كتير", "probability": 0.9602864583333334}, {"start": 1188.75, "end": 1190.03, "word": " كمية", "probability": 0.9189453125}, {"start": 1190.03, "end": 1190.43, "word": " كبيرة", "probability": 0.9864908854166666}, {"start": 1190.43, "end": 1190.93, "word": " ليش", "probability": 0.78076171875}, {"start": 1190.93, "end": 1191.13, "word": " لأن", "probability": 0.645263671875}, {"start": 1191.13, "end": 1191.29, "word": " في", "probability": 0.89306640625}, {"start": 1191.29, "end": 1191.45, "word": " عند", "probability": 0.91259765625}, {"start": 1191.45, "end": 1191.99, "word": " الأعمال", "probability": 0.8356119791666666}, {"start": 1191.99, "end": 1192.43, "word": " عددهم", "probability": 0.99609375}, {"start": 1192.43, "end": 1192.93, "word": " كبير", "probability": 0.9939778645833334}, {"start": 1192.93, "end": 1194.23, "word": " كويس", "probability": 0.85791015625}], "temperature": 1.0}, {"id": 54, "seek": 122232, "start": 1194.92, "end": 1222.32, "text": "و بيشتغلوا بيخلصوا بيخلصوا الشغل طيب طبعا هذه ال rules مش بالضروري ان احنا كتبناها يعني منطقيا ان هي خلاص صح هذه اللي جدام هنعمل عليها tuning يعني هنعمل عليها تعديلات ممكن نضطر نعمل عليها تعديلات الان ممكن نكتبه بشكل جدول كامل زي اللي احنا شايفينه ال rule مع ال output تبعها فهنا ممكن نقول ال rule هذه if time small and", "tokens": [2407, 4724, 1829, 8592, 2655, 17082, 1211, 14407, 4724, 1829, 9778, 1211, 9381, 14407, 4724, 1829, 9778, 1211, 9381, 14407, 25124, 17082, 1211, 23032, 1829, 3555, 23032, 3555, 3615, 995, 29538, 2423, 4474, 37893, 20666, 11242, 2288, 13063, 1829, 16472, 1975, 5016, 8315, 9122, 2655, 3555, 8315, 11296, 37495, 22653, 9154, 9566, 4587, 25528, 16472, 39896, 16490, 1211, 33546, 20328, 5016, 29538, 13672, 1829, 10874, 3215, 10943, 8032, 1863, 25957, 1211, 25894, 11296, 15164, 37495, 22653, 8032, 1863, 25957, 1211, 25894, 11296, 37279, 16254, 1211, 9307, 3714, 43020, 8717, 11242, 9566, 2288, 8717, 25957, 1211, 25894, 11296, 37279, 16254, 1211, 9307, 2423, 7649, 3714, 43020, 8717, 4117, 2655, 3555, 3224, 4724, 8592, 28820, 10874, 3215, 12610, 9122, 10943, 1211, 30767, 1829, 13672, 1829, 1975, 5016, 8315, 13412, 995, 33911, 9957, 3224, 2423, 4978, 20449, 2423, 5598, 6055, 3555, 3615, 11296, 6156, 3224, 8315, 3714, 43020, 8717, 39648, 2423, 4978, 29538, 498, 565, 1359, 293], "avg_logprob": -0.15544355030982726, "compression_ratio": 2.037878787878788, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1194.92, "end": 1195.1, "word": "و", "probability": 0.52392578125}, {"start": 1195.1, "end": 1195.56, "word": " بيشتغلوا", "probability": 0.893798828125}, {"start": 1195.56, "end": 1196.08, "word": " بيخلصوا", "probability": 0.8658854166666666}, {"start": 1196.08, "end": 1197.34, "word": " بيخلصوا", "probability": 0.8777669270833334}, {"start": 1197.34, "end": 1198.08, "word": " الشغل", "probability": 0.6834309895833334}, {"start": 1198.08, "end": 1198.7, "word": " طيب", "probability": 0.9013671875}, {"start": 1198.7, "end": 1199.6, "word": " طبعا", "probability": 0.94921875}, {"start": 1199.6, "end": 1199.8, "word": " هذه", "probability": 0.8623046875}, {"start": 1199.8, "end": 1199.92, "word": " ال", "probability": 0.900390625}, {"start": 1199.92, "end": 1200.2, "word": " rules", "probability": 0.78173828125}, {"start": 1200.2, "end": 1201.04, "word": " مش", "probability": 0.8642578125}, {"start": 1201.04, "end": 1201.52, "word": " بالضروري", "probability": 0.8283203125}, {"start": 1201.52, "end": 1201.58, "word": " ان", "probability": 0.380859375}, {"start": 1201.58, "end": 1201.78, "word": " احنا", "probability": 0.8733723958333334}, {"start": 1201.78, "end": 1202.42, "word": " كتبناها", "probability": 0.95791015625}, {"start": 1202.42, "end": 1202.6, "word": " يعني", "probability": 0.6956787109375}, {"start": 1202.6, "end": 1203.08, "word": " منطقيا", "probability": 0.80517578125}, {"start": 1203.08, "end": 1203.24, "word": " ان", "probability": 0.76171875}, {"start": 1203.24, "end": 1203.38, "word": " هي", "probability": 0.7392578125}, {"start": 1203.38, "end": 1203.68, "word": " خلاص", "probability": 0.7532552083333334}, {"start": 1203.68, "end": 1203.98, "word": " صح", "probability": 0.98046875}, {"start": 1203.98, "end": 1204.64, "word": " هذه", "probability": 0.68603515625}, {"start": 1204.64, "end": 1205.1, "word": " اللي", "probability": 0.86572265625}, {"start": 1205.1, "end": 1205.42, "word": " جدام", "probability": 0.7556966145833334}, {"start": 1205.42, "end": 1205.78, "word": " هنعمل", "probability": 0.872314453125}, {"start": 1205.78, "end": 1205.98, "word": " عليها", "probability": 0.9716796875}, {"start": 1205.98, "end": 1206.34, "word": " tuning", "probability": 0.9482421875}, {"start": 1206.34, "end": 1206.6, "word": " يعني", "probability": 0.7139892578125}, {"start": 1206.6, "end": 1206.88, "word": " هنعمل", "probability": 0.96435546875}, {"start": 1206.88, "end": 1207.08, "word": " عليها", "probability": 0.9814453125}, {"start": 1207.08, "end": 1207.64, "word": " تعديلات", "probability": 0.9251708984375}, {"start": 1207.64, "end": 1208.24, "word": " ممكن", "probability": 0.966552734375}, {"start": 1208.24, "end": 1208.54, "word": " نضطر", "probability": 0.89697265625}, {"start": 1208.54, "end": 1208.74, "word": " نعمل", "probability": 0.9918619791666666}, {"start": 1208.74, "end": 1208.94, "word": " عليها", "probability": 0.98193359375}, {"start": 1208.94, "end": 1209.42, "word": " تعديلات", "probability": 0.9918212890625}, {"start": 1209.42, "end": 1210.0, "word": " الان", "probability": 0.6375732421875}, {"start": 1210.0, "end": 1210.54, "word": " ممكن", "probability": 0.9931640625}, {"start": 1210.54, "end": 1210.96, "word": " نكتبه", "probability": 0.9732421875}, {"start": 1210.96, "end": 1211.26, "word": " بشكل", "probability": 0.9814453125}, {"start": 1211.26, "end": 1211.6, "word": " جدول", "probability": 0.9361979166666666}, {"start": 1211.6, "end": 1213.02, "word": " كامل", "probability": 0.9949544270833334}, {"start": 1213.02, "end": 1213.34, "word": " زي", "probability": 0.965576171875}, {"start": 1213.34, "end": 1213.44, "word": " اللي", "probability": 0.9736328125}, {"start": 1213.44, "end": 1213.58, "word": " احنا", "probability": 0.9080403645833334}, {"start": 1213.58, "end": 1214.14, "word": " شايفينه", "probability": 0.98359375}, {"start": 1214.14, "end": 1214.7, "word": " ال", "probability": 0.97998046875}, {"start": 1214.7, "end": 1215.0, "word": " rule", "probability": 0.8896484375}, {"start": 1215.0, "end": 1215.48, "word": " مع", "probability": 0.97314453125}, {"start": 1215.48, "end": 1215.6, "word": " ال", "probability": 0.9384765625}, {"start": 1215.6, "end": 1215.78, "word": " output", "probability": 0.98486328125}, {"start": 1215.78, "end": 1216.34, "word": " تبعها", "probability": 0.66583251953125}, {"start": 1216.34, "end": 1216.8, "word": " فهنا", "probability": 0.96533203125}, {"start": 1216.8, "end": 1217.02, "word": " ممكن", "probability": 0.989990234375}, {"start": 1217.02, "end": 1217.32, "word": " نقول", "probability": 0.9892578125}, {"start": 1217.32, "end": 1217.44, "word": " ال", "probability": 0.95263671875}, {"start": 1217.44, "end": 1217.58, "word": " rule", "probability": 0.94384765625}, {"start": 1217.58, "end": 1217.86, "word": " هذه", "probability": 0.343505859375}, {"start": 1217.86, "end": 1218.48, "word": " if", "probability": 0.75}, {"start": 1218.48, "end": 1220.48, "word": " time", "probability": 0.75927734375}, {"start": 1220.48, "end": 1221.26, "word": " small", "probability": 0.466796875}, {"start": 1221.26, "end": 1222.32, "word": " and", "probability": 0.95458984375}], "temperature": 1.0}, {"id": 55, "seek": 124904, "start": 1223.0, "end": 1249.04, "text": "الـ number of servers large and ال utilization اللي هي raw is large then number of spares is small فهذه rule هذه كمان rule فإذا في عندي الآن هنا في جداش عندي 27 rule ممكنة في عندي 27 rule ممكنة ممكن نكتبها كتابة زي ما أخدناها قبل ذلك if", "tokens": [6027, 39184, 1230, 295, 15909, 2416, 293, 2423, 37074, 13672, 1829, 39896, 8936, 307, 2416, 550, 1230, 295, 637, 8643, 307, 1359, 6156, 3224, 24192, 4978, 29538, 9122, 2304, 7649, 4978, 6156, 28814, 15730, 8978, 18871, 16254, 6024, 48506, 34105, 8978, 10874, 3215, 33599, 18871, 16254, 7634, 4978, 3714, 43020, 3660, 8978, 18871, 16254, 7634, 4978, 3714, 43020, 3660, 3714, 43020, 8717, 4117, 2655, 3555, 11296, 9122, 2655, 16758, 3660, 30767, 1829, 19446, 5551, 9778, 3215, 8315, 11296, 12174, 36150, 29910, 23275, 498], "avg_logprob": -0.25167410501411985, "compression_ratio": 1.5933014354066986, "no_speech_prob": 0.0, "words": [{"start": 1223.0, "end": 1223.24, "word": "الـ", "probability": 0.2620849609375}, {"start": 1223.24, "end": 1223.52, "word": " number", "probability": 0.7919921875}, {"start": 1223.52, "end": 1223.82, "word": " of", "probability": 0.97998046875}, {"start": 1223.82, "end": 1224.88, "word": " servers", "probability": 0.90087890625}, {"start": 1224.88, "end": 1225.56, "word": " large", "probability": 0.82177734375}, {"start": 1225.56, "end": 1226.44, "word": " and", "probability": 0.86279296875}, {"start": 1226.44, "end": 1226.68, "word": " ال", "probability": 0.91357421875}, {"start": 1226.68, "end": 1227.32, "word": " utilization", "probability": 0.51806640625}, {"start": 1227.32, "end": 1229.3, "word": " اللي", "probability": 0.617431640625}, {"start": 1229.3, "end": 1229.5, "word": " هي", "probability": 0.7578125}, {"start": 1229.5, "end": 1229.7, "word": " raw", "probability": 0.475341796875}, {"start": 1229.7, "end": 1229.94, "word": " is", "probability": 0.90771484375}, {"start": 1229.94, "end": 1230.52, "word": " large", "probability": 0.96923828125}, {"start": 1230.52, "end": 1231.34, "word": " then", "probability": 0.666015625}, {"start": 1231.34, "end": 1232.4, "word": " number", "probability": 0.92236328125}, {"start": 1232.4, "end": 1232.86, "word": " of", "probability": 0.9833984375}, {"start": 1232.86, "end": 1233.46, "word": " spares", "probability": 0.6336669921875}, {"start": 1233.46, "end": 1233.74, "word": " is", "probability": 0.95068359375}, {"start": 1233.74, "end": 1234.2, "word": " small", "probability": 0.95751953125}, {"start": 1234.2, "end": 1235.66, "word": " فهذه", "probability": 0.7376302083333334}, {"start": 1235.66, "end": 1235.94, "word": " rule", "probability": 0.489501953125}, {"start": 1235.94, "end": 1237.44, "word": " هذه", "probability": 0.443359375}, {"start": 1237.44, "end": 1237.76, "word": " كمان", "probability": 0.974609375}, {"start": 1237.76, "end": 1238.06, "word": " rule", "probability": 0.96728515625}, {"start": 1238.06, "end": 1238.58, "word": " فإذا", "probability": 0.826171875}, {"start": 1238.58, "end": 1238.74, "word": " في", "probability": 0.7265625}, {"start": 1238.74, "end": 1239.0, "word": " عندي", "probability": 0.621826171875}, {"start": 1239.0, "end": 1239.2, "word": " الآن", "probability": 0.6446533203125}, {"start": 1239.2, "end": 1239.4, "word": " هنا", "probability": 0.8134765625}, {"start": 1239.4, "end": 1239.56, "word": " في", "probability": 0.69970703125}, {"start": 1239.56, "end": 1240.0, "word": " جداش", "probability": 0.6682942708333334}, {"start": 1240.0, "end": 1240.36, "word": " عندي", "probability": 0.6708984375}, {"start": 1240.36, "end": 1240.82, "word": " 27", "probability": 0.61474609375}, {"start": 1240.82, "end": 1241.16, "word": " rule", "probability": 0.826171875}, {"start": 1241.16, "end": 1241.96, "word": " ممكنة", "probability": 0.9793294270833334}, {"start": 1241.96, "end": 1242.2, "word": " في", "probability": 0.54150390625}, {"start": 1242.2, "end": 1242.38, "word": " عندي", "probability": 0.971435546875}, {"start": 1242.38, "end": 1243.0, "word": " 27", "probability": 0.9443359375}, {"start": 1243.0, "end": 1243.6, "word": " rule", "probability": 0.96826171875}, {"start": 1243.6, "end": 1244.68, "word": " ممكنة", "probability": 0.9879557291666666}, {"start": 1244.68, "end": 1245.14, "word": " ممكن", "probability": 0.972412109375}, {"start": 1245.14, "end": 1245.56, "word": " نكتبها", "probability": 0.98798828125}, {"start": 1245.56, "end": 1246.32, "word": " كتابة", "probability": 0.9969482421875}, {"start": 1246.32, "end": 1246.64, "word": " زي", "probability": 0.9736328125}, {"start": 1246.64, "end": 1246.74, "word": " ما", "probability": 0.974609375}, {"start": 1246.74, "end": 1247.12, "word": " أخدناها", "probability": 0.8626953125}, {"start": 1247.12, "end": 1247.58, "word": " قبل", "probability": 0.97900390625}, {"start": 1247.58, "end": 1248.56, "word": " ذلك", "probability": 0.97509765625}, {"start": 1248.56, "end": 1249.04, "word": " if", "probability": 0.56494140625}], "temperature": 1.0}, {"id": 56, "seek": 126367, "start": 1250.37, "end": 1263.67, "text": "then كذا if كذا then كذا if كذا and كذا then كذا و هكذا فإذا في كذا طريقة لتمثيل ال rules نفسها هي كمان طريقة فصار في عندي مجال هذه الطريقة", "tokens": [19096, 9122, 15730, 498, 9122, 15730, 550, 9122, 15730, 498, 9122, 15730, 293, 9122, 15730, 550, 9122, 15730, 4032, 8032, 4117, 15730, 6156, 28814, 15730, 8978, 9122, 15730, 23032, 16572, 28671, 5296, 39237, 12984, 26895, 2423, 4474, 8717, 36178, 11296, 39896, 9122, 2304, 7649, 23032, 16572, 28671, 6156, 9381, 9640, 8978, 18871, 16254, 3714, 7435, 6027, 29538, 41950, 16572, 28671], "avg_logprob": -0.12653688915440295, "compression_ratio": 1.7364341085271318, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 1250.37, "end": 1250.83, "word": "then", "probability": 0.791015625}, {"start": 1250.83, "end": 1251.53, "word": " كذا", "probability": 0.90869140625}, {"start": 1251.53, "end": 1252.11, "word": " if", "probability": 0.609375}, {"start": 1252.11, "end": 1252.45, "word": " كذا", "probability": 0.9755859375}, {"start": 1252.45, "end": 1252.79, "word": " then", "probability": 0.8623046875}, {"start": 1252.79, "end": 1253.19, "word": " كذا", "probability": 0.962158203125}, {"start": 1253.19, "end": 1253.57, "word": " if", "probability": 0.85498046875}, {"start": 1253.57, "end": 1253.91, "word": " كذا", "probability": 0.9755859375}, {"start": 1253.91, "end": 1254.23, "word": " and", "probability": 0.9658203125}, {"start": 1254.23, "end": 1254.61, "word": " كذا", "probability": 0.977783203125}, {"start": 1254.61, "end": 1254.95, "word": " then", "probability": 0.80517578125}, {"start": 1254.95, "end": 1255.21, "word": " كذا", "probability": 0.73828125}, {"start": 1255.21, "end": 1255.47, "word": " و", "probability": 0.497802734375}, {"start": 1255.47, "end": 1255.87, "word": " هكذا", "probability": 0.8645833333333334}, {"start": 1255.87, "end": 1256.43, "word": " فإذا", "probability": 0.7255859375}, {"start": 1256.43, "end": 1256.79, "word": " في", "probability": 0.81640625}, {"start": 1256.79, "end": 1257.05, "word": " كذا", "probability": 0.921630859375}, {"start": 1257.05, "end": 1257.45, "word": " طريقة", "probability": 0.9912109375}, {"start": 1257.45, "end": 1258.11, "word": " لتمثيل", "probability": 0.9764404296875}, {"start": 1258.11, "end": 1258.57, "word": " ال", "probability": 0.94384765625}, {"start": 1258.57, "end": 1258.83, "word": " rules", "probability": 0.8740234375}, {"start": 1258.83, "end": 1259.39, "word": " نفسها", "probability": 0.99658203125}, {"start": 1259.39, "end": 1259.73, "word": " هي", "probability": 0.38427734375}, {"start": 1259.73, "end": 1260.09, "word": " كمان", "probability": 0.9928385416666666}, {"start": 1260.09, "end": 1261.49, "word": " طريقة", "probability": 0.9908854166666666}, {"start": 1261.49, "end": 1262.39, "word": " فصار", "probability": 0.93310546875}, {"start": 1262.39, "end": 1262.49, "word": " في", "probability": 0.96923828125}, {"start": 1262.49, "end": 1262.71, "word": " عندي", "probability": 0.932861328125}, {"start": 1262.71, "end": 1263.01, "word": " مجال", "probability": 0.9967447916666666}, {"start": 1263.01, "end": 1263.19, "word": " هذه", "probability": 0.77783203125}, {"start": 1263.19, "end": 1263.67, "word": " الطريقة", "probability": 0.8347981770833334}], "temperature": 1.0}, {"id": 57, "seek": 129423, "start": 1264.53, "end": 1294.23, "text": "الـ Fuzzy Association Map فيه عندي rule أني أكتبها بالجدول اللي إحنا شايفينه و ممكن نكتبها كتابة عادية بالشكل هذا و ممكن نمثلها بأكتر من FAM أو Fuzzy Association Map زي إنه نعملهم إذا كان في variable زيادة لأن احنا تو كان عندي متغيرين و هم اللي أشتغلت عليهم بينما أخفلت إنه في متغير تالت فممكن أحطهم ك cube في الحالة دي", "tokens": [6027, 39184, 479, 30601, 10734, 22053, 8978, 3224, 18871, 16254, 4978, 14739, 1829, 5551, 4117, 2655, 3555, 11296, 20666, 7435, 3215, 12610, 13672, 1829, 11933, 5016, 8315, 13412, 995, 33911, 9957, 3224, 4032, 3714, 43020, 8717, 4117, 2655, 3555, 11296, 9122, 2655, 16758, 3660, 6225, 18513, 10632, 20666, 8592, 28820, 23758, 4032, 3714, 43020, 8717, 2304, 12984, 1211, 11296, 4724, 10721, 4117, 2655, 2288, 9154, 479, 2865, 34051, 479, 30601, 10734, 22053, 30767, 1829, 36145, 3224, 8717, 25957, 1211, 16095, 11933, 15730, 25961, 8978, 7006, 30767, 1829, 18513, 3660, 5296, 33456, 1975, 5016, 8315, 33427, 25961, 18871, 16254, 44650, 17082, 13546, 9957, 4032, 8032, 2304, 13672, 1829, 5551, 8592, 2655, 17082, 1211, 2655, 25894, 16095, 49374, 15042, 5551, 9778, 5172, 1211, 2655, 36145, 3224, 8978, 44650, 17082, 13546, 6055, 6027, 2655, 6156, 2304, 43020, 5551, 5016, 9566, 16095, 9122, 13728, 8978, 21542, 6027, 3660, 11778, 1829], "avg_logprob": -0.15943877409104587, "compression_ratio": 1.8181818181818181, "no_speech_prob": 0.284912109375, "words": [{"start": 1264.53, "end": 1265.27, "word": "الـ", "probability": 0.86328125}, {"start": 1265.27, "end": 1265.79, "word": " Fuzzy", "probability": 0.637451171875}, {"start": 1265.79, "end": 1266.69, "word": " Association", "probability": 0.802734375}, {"start": 1266.69, "end": 1267.11, "word": " Map", "probability": 0.9375}, {"start": 1267.11, "end": 1268.83, "word": " فيه", "probability": 0.3299560546875}, {"start": 1268.83, "end": 1269.09, "word": " عندي", "probability": 0.7105712890625}, {"start": 1269.09, "end": 1269.47, "word": " rule", "probability": 0.5712890625}, {"start": 1269.47, "end": 1269.69, "word": " أني", "probability": 0.5028076171875}, {"start": 1269.69, "end": 1269.99, "word": " أكتبها", "probability": 0.953125}, {"start": 1269.99, "end": 1270.39, "word": " بالجدول", "probability": 0.9503173828125}, {"start": 1270.39, "end": 1270.53, "word": " اللي", "probability": 0.970703125}, {"start": 1270.53, "end": 1270.71, "word": " إحنا", "probability": 0.8317057291666666}, {"start": 1270.71, "end": 1271.27, "word": " شايفينه", "probability": 0.98359375}, {"start": 1271.27, "end": 1271.87, "word": " و", "probability": 0.85107421875}, {"start": 1271.87, "end": 1272.23, "word": " ممكن", "probability": 0.75}, {"start": 1272.23, "end": 1272.61, "word": " نكتبها", "probability": 0.9880859375}, {"start": 1272.61, "end": 1272.99, "word": " كتابة", "probability": 0.9906005859375}, {"start": 1272.99, "end": 1273.39, "word": " عادية", "probability": 0.9617513020833334}, {"start": 1273.39, "end": 1274.37, "word": " بالشكل", "probability": 0.9599609375}, {"start": 1274.37, "end": 1274.59, "word": " هذا", "probability": 0.75341796875}, {"start": 1274.59, "end": 1274.89, "word": " و", "probability": 0.93408203125}, {"start": 1274.89, "end": 1275.15, "word": " ممكن", "probability": 0.94921875}, {"start": 1275.15, "end": 1275.83, "word": " نمثلها", "probability": 0.9583984375}, {"start": 1275.83, "end": 1276.63, "word": " بأكتر", "probability": 0.96201171875}, {"start": 1276.63, "end": 1277.67, "word": " من", "probability": 0.99365234375}, {"start": 1277.67, "end": 1279.05, "word": " FAM", "probability": 0.5504150390625}, {"start": 1279.05, "end": 1279.49, "word": " أو", "probability": 0.85009765625}, {"start": 1279.49, "end": 1280.61, "word": " Fuzzy", "probability": 0.830810546875}, {"start": 1280.61, "end": 1281.43, "word": " Association", "probability": 0.947265625}, {"start": 1281.43, "end": 1282.13, "word": " Map", "probability": 0.94677734375}, {"start": 1282.13, "end": 1282.69, "word": " زي", "probability": 0.971923828125}, {"start": 1282.69, "end": 1282.89, "word": " إنه", "probability": 0.8310546875}, {"start": 1282.89, "end": 1283.43, "word": " نعملهم", "probability": 0.9852294921875}, {"start": 1283.43, "end": 1283.65, "word": " إذا", "probability": 0.9775390625}, {"start": 1283.65, "end": 1283.81, "word": " كان", "probability": 0.994140625}, {"start": 1283.81, "end": 1283.95, "word": " في", "probability": 0.95703125}, {"start": 1283.95, "end": 1284.27, "word": " variable", "probability": 0.685546875}, {"start": 1284.27, "end": 1285.37, "word": " زيادة", "probability": 0.96630859375}, {"start": 1285.37, "end": 1285.85, "word": " لأن", "probability": 0.728271484375}, {"start": 1285.85, "end": 1286.03, "word": " احنا", "probability": 0.80078125}, {"start": 1286.03, "end": 1286.25, "word": " تو", "probability": 0.295166015625}, {"start": 1286.25, "end": 1286.45, "word": " كان", "probability": 0.3037109375}, {"start": 1286.45, "end": 1287.39, "word": " عندي", "probability": 0.7890625}, {"start": 1287.39, "end": 1288.55, "word": " متغيرين", "probability": 0.981201171875}, {"start": 1288.55, "end": 1289.07, "word": " و", "probability": 0.81884765625}, {"start": 1289.07, "end": 1289.17, "word": " هم", "probability": 0.94677734375}, {"start": 1289.17, "end": 1289.29, "word": " اللي", "probability": 0.969482421875}, {"start": 1289.29, "end": 1289.63, "word": " أشتغلت", "probability": 0.9114583333333334}, {"start": 1289.63, "end": 1289.91, "word": " عليهم", "probability": 0.985595703125}, {"start": 1289.91, "end": 1290.33, "word": " بينما", "probability": 0.87646484375}, {"start": 1290.33, "end": 1291.15, "word": " أخفلت", "probability": 0.9013671875}, {"start": 1291.15, "end": 1291.33, "word": " إنه", "probability": 0.72119140625}, {"start": 1291.33, "end": 1291.39, "word": " في", "probability": 0.9521484375}, {"start": 1291.39, "end": 1291.81, "word": " متغير", "probability": 0.9405924479166666}, {"start": 1291.81, "end": 1292.15, "word": " تالت", "probability": 0.8907877604166666}, {"start": 1292.15, "end": 1292.63, "word": " فممكن", "probability": 0.89453125}, {"start": 1292.63, "end": 1293.05, "word": " أحطهم", "probability": 0.9007568359375}, {"start": 1293.05, "end": 1293.21, "word": " ك", "probability": 0.9970703125}, {"start": 1293.21, "end": 1293.49, "word": " cube", "probability": 0.61279296875}, {"start": 1293.49, "end": 1293.65, "word": " في", "probability": 0.95556640625}, {"start": 1293.65, "end": 1293.95, "word": " الحالة", "probability": 0.9773763020833334}, {"start": 1293.95, "end": 1294.23, "word": " دي", "probability": 0.74462890625}], "temperature": 1.0}, {"id": 58, "seek": 132115, "start": 1294.61, "end": 1321.15, "text": "بصيروا تلاتة في الحالة اللي عندي ففي عندي map في حالة ال raw ال utilization large ال utilization medium و ال utilization high تمام بنرسمهم و بنحدد بنكون مثلنا جميع ال rules الممكنين و اللي دورنا عليهم جيبناهم إما من expert أو من الكتب أو من ال journals أو من databases أو من أي مكان", "tokens": [3555, 9381, 13546, 14407, 6055, 1211, 9307, 3660, 8978, 21542, 6027, 3660, 13672, 1829, 18871, 16254, 6156, 41185, 18871, 16254, 4471, 8978, 11331, 6027, 3660, 2423, 8936, 2423, 37074, 2416, 2423, 37074, 6399, 4032, 2423, 37074, 1090, 46811, 10943, 44945, 2288, 38251, 16095, 4032, 44945, 24401, 3215, 44945, 30544, 50113, 1211, 8315, 10874, 2304, 40228, 2423, 4474, 9673, 43020, 9957, 4032, 13672, 1829, 11778, 13063, 8315, 25894, 16095, 10874, 1829, 3555, 8315, 16095, 11933, 15042, 9154, 5844, 34051, 9154, 33251, 2655, 3555, 34051, 9154, 2423, 29621, 34051, 9154, 22380, 34051, 9154, 36632, 3714, 41361], "avg_logprob": -0.1480263092015919, "compression_ratio": 1.852813852813853, "no_speech_prob": 0.0, "words": [{"start": 1294.61, "end": 1295.21, "word": "بصيروا", "probability": 0.796142578125}, {"start": 1295.21, "end": 1295.65, "word": " تلاتة", "probability": 0.935302734375}, {"start": 1295.65, "end": 1296.09, "word": " في", "probability": 0.896484375}, {"start": 1296.09, "end": 1296.37, "word": " الحالة", "probability": 0.9679361979166666}, {"start": 1296.37, "end": 1296.45, "word": " اللي", "probability": 0.84375}, {"start": 1296.45, "end": 1296.73, "word": " عندي", "probability": 0.7529296875}, {"start": 1296.73, "end": 1297.09, "word": " ففي", "probability": 0.83056640625}, {"start": 1297.09, "end": 1297.41, "word": " عندي", "probability": 0.79052734375}, {"start": 1297.41, "end": 1298.09, "word": " map", "probability": 0.52001953125}, {"start": 1298.09, "end": 1298.85, "word": " في", "probability": 0.84814453125}, {"start": 1298.85, "end": 1299.21, "word": " حالة", "probability": 0.97802734375}, {"start": 1299.21, "end": 1299.63, "word": " ال", "probability": 0.99072265625}, {"start": 1299.63, "end": 1300.29, "word": " raw", "probability": 0.287109375}, {"start": 1300.29, "end": 1300.89, "word": " ال", "probability": 0.90283203125}, {"start": 1300.89, "end": 1301.45, "word": " utilization", "probability": 0.9560546875}, {"start": 1301.45, "end": 1305.09, "word": " large", "probability": 0.76171875}, {"start": 1305.09, "end": 1305.55, "word": " ال", "probability": 0.8701171875}, {"start": 1305.55, "end": 1306.07, "word": " utilization", "probability": 0.974609375}, {"start": 1306.07, "end": 1306.53, "word": " medium", "probability": 0.90771484375}, {"start": 1306.53, "end": 1306.71, "word": " و", "probability": 0.68212890625}, {"start": 1306.71, "end": 1306.79, "word": " ال", "probability": 0.6669921875}, {"start": 1306.79, "end": 1307.23, "word": " utilization", "probability": 0.9208984375}, {"start": 1307.23, "end": 1308.17, "word": " high", "probability": 0.91650390625}, {"start": 1308.17, "end": 1309.09, "word": " تمام", "probability": 0.8837890625}, {"start": 1309.09, "end": 1310.95, "word": " بنرسمهم", "probability": 0.947021484375}, {"start": 1310.95, "end": 1311.09, "word": " و", "probability": 0.6796875}, {"start": 1311.09, "end": 1311.47, "word": " بنحدد", "probability": 0.9436848958333334}, {"start": 1311.47, "end": 1311.77, "word": " بنكون", "probability": 0.73779296875}, {"start": 1311.77, "end": 1312.75, "word": " مثلنا", "probability": 0.8307291666666666}, {"start": 1312.75, "end": 1313.41, "word": " جميع", "probability": 0.9840494791666666}, {"start": 1313.41, "end": 1313.55, "word": " ال", "probability": 0.92724609375}, {"start": 1313.55, "end": 1313.81, "word": " rules", "probability": 0.82177734375}, {"start": 1313.81, "end": 1314.55, "word": " الممكنين", "probability": 0.9568684895833334}, {"start": 1314.55, "end": 1314.63, "word": " و", "probability": 0.88232421875}, {"start": 1314.63, "end": 1314.73, "word": " اللي", "probability": 0.93798828125}, {"start": 1314.73, "end": 1315.13, "word": " دورنا", "probability": 0.9680989583333334}, {"start": 1315.13, "end": 1315.53, "word": " عليهم", "probability": 0.98388671875}, {"start": 1315.53, "end": 1316.19, "word": " جيبناهم", "probability": 0.874365234375}, {"start": 1316.19, "end": 1316.35, "word": " إما", "probability": 0.658447265625}, {"start": 1316.35, "end": 1316.53, "word": " من", "probability": 0.98681640625}, {"start": 1316.53, "end": 1316.91, "word": " expert", "probability": 0.67626953125}, {"start": 1316.91, "end": 1317.13, "word": " أو", "probability": 0.9052734375}, {"start": 1317.13, "end": 1317.27, "word": " من", "probability": 0.962890625}, {"start": 1317.27, "end": 1317.67, "word": " الكتب", "probability": 0.9856770833333334}, {"start": 1317.67, "end": 1317.83, "word": " أو", "probability": 0.96728515625}, {"start": 1317.83, "end": 1317.97, "word": " من", "probability": 0.9482421875}, {"start": 1317.97, "end": 1318.11, "word": " ال", "probability": 0.8701171875}, {"start": 1318.11, "end": 1318.51, "word": " journals", "probability": 0.79345703125}, {"start": 1318.51, "end": 1318.79, "word": " أو", "probability": 0.94921875}, {"start": 1318.79, "end": 1318.97, "word": " من", "probability": 0.9453125}, {"start": 1318.97, "end": 1319.45, "word": " databases", "probability": 0.78271484375}, {"start": 1319.45, "end": 1320.15, "word": " أو", "probability": 0.92724609375}, {"start": 1320.15, "end": 1320.69, "word": " من", "probability": 0.9892578125}, {"start": 1320.69, "end": 1320.87, "word": " أي", "probability": 0.8916015625}, {"start": 1320.87, "end": 1321.15, "word": " مكان", "probability": 0.99560546875}], "temperature": 1.0}, {"id": 59, "seek": 133754, "start": 1322.32, "end": 1337.54, "text": "عشان نروح لجزء التالت هو الـ Encoding كيف انا ممكن امثل كل الكلام هذا؟ طبعا ان اتمثله في عندى طريقتين اما ان انا برمج و برمجة بالنسبة للمبرمجين يستخدموا الـ C أو الـ C++ أو يطبقوا اي لغة بدهم إياها", "tokens": [3615, 8592, 7649, 8717, 32887, 5016, 5296, 7435, 11622, 38207, 16712, 6027, 2655, 31439, 2423, 39184, 29584, 8616, 9122, 33911, 1975, 8315, 3714, 43020, 1975, 2304, 12984, 1211, 28242, 2423, 28820, 10943, 23758, 22807, 23032, 3555, 3615, 995, 16472, 1975, 39237, 12984, 43761, 8978, 43242, 7578, 23032, 16572, 38149, 9957, 1975, 15042, 16472, 1975, 8315, 4724, 2288, 2304, 7435, 4032, 4724, 2288, 2304, 7435, 3660, 20666, 1863, 35457, 3660, 5296, 19528, 26890, 2304, 7435, 9957, 7251, 14851, 9778, 40448, 14407, 2423, 39184, 383, 34051, 2423, 39184, 383, 25472, 34051, 7251, 9566, 3555, 4587, 14407, 1975, 1829, 5296, 17082, 3660, 47525, 16095, 11933, 25528, 11296], "avg_logprob": -0.14955357369922456, "compression_ratio": 1.6650485436893203, "no_speech_prob": 0.0, "words": [{"start": 1322.32, "end": 1322.78, "word": "عشان", "probability": 0.96435546875}, {"start": 1322.78, "end": 1323.14, "word": " نروح", "probability": 0.92138671875}, {"start": 1323.14, "end": 1323.74, "word": " لجزء", "probability": 0.9368896484375}, {"start": 1323.74, "end": 1324.16, "word": " التالت", "probability": 0.8631184895833334}, {"start": 1324.16, "end": 1324.36, "word": " هو", "probability": 0.77294921875}, {"start": 1324.36, "end": 1324.48, "word": " الـ", "probability": 0.650146484375}, {"start": 1324.48, "end": 1325.0, "word": " Encoding", "probability": 0.796630859375}, {"start": 1325.0, "end": 1325.68, "word": " كيف", "probability": 0.830078125}, {"start": 1325.68, "end": 1325.88, "word": " انا", "probability": 0.7166748046875}, {"start": 1325.88, "end": 1326.14, "word": " ممكن", "probability": 0.97119140625}, {"start": 1326.14, "end": 1326.54, "word": " امثل", "probability": 0.90673828125}, {"start": 1326.54, "end": 1326.74, "word": " كل", "probability": 0.97412109375}, {"start": 1326.74, "end": 1327.08, "word": " الكلام", "probability": 0.9020182291666666}, {"start": 1327.08, "end": 1327.28, "word": " هذا؟", "probability": 0.76025390625}, {"start": 1327.28, "end": 1327.54, "word": " طبعا", "probability": 0.9605712890625}, {"start": 1327.54, "end": 1327.74, "word": " ان", "probability": 0.66650390625}, {"start": 1327.74, "end": 1328.36, "word": " اتمثله", "probability": 0.8438720703125}, {"start": 1328.36, "end": 1328.48, "word": " في", "probability": 0.69140625}, {"start": 1328.48, "end": 1328.72, "word": " عندى", "probability": 0.6424560546875}, {"start": 1328.72, "end": 1329.22, "word": " طريقتين", "probability": 0.9876708984375}, {"start": 1329.22, "end": 1329.66, "word": " اما", "probability": 0.8623046875}, {"start": 1329.66, "end": 1329.8, "word": " ان", "probability": 0.81396484375}, {"start": 1329.8, "end": 1329.94, "word": " انا", "probability": 0.95654296875}, {"start": 1329.94, "end": 1330.28, "word": " برمج", "probability": 0.9212646484375}, {"start": 1330.28, "end": 1330.38, "word": " و", "probability": 0.701171875}, {"start": 1330.38, "end": 1330.86, "word": " برمجة", "probability": 0.97470703125}, {"start": 1330.86, "end": 1331.52, "word": " بالنسبة", "probability": 0.9393310546875}, {"start": 1331.52, "end": 1332.3, "word": " للمبرمجين", "probability": 0.9667154947916666}, {"start": 1332.3, "end": 1333.12, "word": " يستخدموا", "probability": 0.96904296875}, {"start": 1333.12, "end": 1333.22, "word": " الـ", "probability": 0.672119140625}, {"start": 1333.22, "end": 1333.3, "word": " C", "probability": 0.75146484375}, {"start": 1333.3, "end": 1333.42, "word": " أو", "probability": 0.6953125}, {"start": 1333.42, "end": 1333.58, "word": " الـ", "probability": 0.82763671875}, {"start": 1333.58, "end": 1334.06, "word": " C++", "probability": 0.8759765625}, {"start": 1334.06, "end": 1334.78, "word": " أو", "probability": 0.45751953125}, {"start": 1334.78, "end": 1335.28, "word": " يطبقوا", "probability": 0.87158203125}, {"start": 1335.28, "end": 1335.56, "word": " اي", "probability": 0.7666015625}, {"start": 1335.56, "end": 1336.8, "word": " لغة", "probability": 0.9903971354166666}, {"start": 1336.8, "end": 1337.12, "word": " بدهم", "probability": 0.919921875}, {"start": 1337.12, "end": 1337.54, "word": " إياها", "probability": 0.7666829427083334}], "temperature": 1.0}, {"id": 60, "seek": 135379, "start": 1337.85, "end": 1353.79, "text": "لكن الحقيقة مش محتاجين لأنه الأنسب الان أنه نستخدم الـ fuzzy logic development tool فيه tools كتيرة صارت موجودة ومنتشرة فيه مثلا من الـ MATLAB الـ MATLAB في عنده toolbox مميزة جدا للـ fuzzy logic", "tokens": [1211, 19452, 21542, 38436, 28671, 37893, 3714, 33753, 26108, 9957, 5296, 33456, 3224, 16247, 1863, 35457, 2423, 7649, 14739, 3224, 8717, 14851, 9778, 40448, 2423, 39184, 34710, 9952, 3250, 2290, 8978, 3224, 3873, 9122, 2655, 48923, 20328, 9640, 2655, 3714, 29245, 23328, 3660, 4032, 27842, 2655, 8592, 25720, 8978, 3224, 50113, 15040, 9154, 2423, 39184, 5904, 11435, 33, 2423, 39184, 5904, 11435, 33, 8978, 43242, 3224, 44593, 3714, 2304, 1829, 11622, 3660, 10874, 28259, 24976, 39184, 34710, 9952], "avg_logprob": -0.2045094989523103, "compression_ratio": 1.523076923076923, "no_speech_prob": 0.0, "words": [{"start": 1337.85, "end": 1338.61, "word": "لكن", "probability": 0.79345703125}, {"start": 1338.61, "end": 1339.21, "word": " الحقيقة", "probability": 0.9820963541666666}, {"start": 1339.21, "end": 1339.55, "word": " مش", "probability": 0.7548828125}, {"start": 1339.55, "end": 1340.09, "word": " محتاجين", "probability": 0.9930419921875}, {"start": 1340.09, "end": 1340.53, "word": " لأنه", "probability": 0.85205078125}, {"start": 1340.53, "end": 1341.09, "word": " الأنسب", "probability": 0.9529622395833334}, {"start": 1341.09, "end": 1341.43, "word": " الان", "probability": 0.533355712890625}, {"start": 1341.43, "end": 1341.67, "word": " أنه", "probability": 0.4815673828125}, {"start": 1341.67, "end": 1342.25, "word": " نستخدم", "probability": 0.9932861328125}, {"start": 1342.25, "end": 1342.69, "word": " الـ", "probability": 0.656005859375}, {"start": 1342.69, "end": 1342.81, "word": " fuzzy", "probability": 0.470703125}, {"start": 1342.81, "end": 1343.17, "word": " logic", "probability": 0.96533203125}, {"start": 1343.17, "end": 1343.97, "word": " development", "probability": 0.9541015625}, {"start": 1343.97, "end": 1344.41, "word": " tool", "probability": 0.947265625}, {"start": 1344.41, "end": 1345.33, "word": " فيه", "probability": 0.578369140625}, {"start": 1345.33, "end": 1345.51, "word": " tools", "probability": 0.87353515625}, {"start": 1345.51, "end": 1345.85, "word": " كتيرة", "probability": 0.9169921875}, {"start": 1345.85, "end": 1346.13, "word": " صارت", "probability": 0.98046875}, {"start": 1346.13, "end": 1346.49, "word": " موجودة", "probability": 0.9766845703125}, {"start": 1346.49, "end": 1346.97, "word": " ومنتشرة", "probability": 0.861328125}, {"start": 1346.97, "end": 1347.53, "word": " فيه", "probability": 0.703857421875}, {"start": 1347.53, "end": 1347.79, "word": " مثلا", "probability": 0.977294921875}, {"start": 1347.79, "end": 1347.95, "word": " من", "probability": 0.87646484375}, {"start": 1347.95, "end": 1348.15, "word": " الـ", "probability": 0.4912109375}, {"start": 1348.15, "end": 1348.53, "word": " MATLAB", "probability": 0.810546875}, {"start": 1348.53, "end": 1348.75, "word": " الـ", "probability": 0.451416015625}, {"start": 1348.75, "end": 1348.99, "word": " MATLAB", "probability": 0.95458984375}, {"start": 1348.99, "end": 1349.11, "word": " في", "probability": 0.86669921875}, {"start": 1349.11, "end": 1349.43, "word": " عنده", "probability": 0.951416015625}, {"start": 1349.43, "end": 1350.13, "word": " toolbox", "probability": 0.79833984375}, {"start": 1350.13, "end": 1350.93, "word": " مميزة", "probability": 0.99013671875}, {"start": 1350.93, "end": 1351.29, "word": " جدا", "probability": 0.989990234375}, {"start": 1351.29, "end": 1351.73, "word": " للـ", "probability": 0.654296875}, {"start": 1351.73, "end": 1352.31, "word": " fuzzy", "probability": 0.8115234375}, {"start": 1352.31, "end": 1353.79, "word": " logic", "probability": 0.97998046875}], "temperature": 1.0}, {"id": 61, "seek": 136757, "start": 1354.81, "end": 1367.57, "text": "والكل بيستخدمها كل الباحثين والطلاب في الدراسات اللي بيستخدموها وفي عند الـ fuzzy knowledge builder برضه tool تانية ممكن استخدامها النقطة اللي بعد ذلك", "tokens": [2407, 6027, 28820, 4724, 1829, 14851, 9778, 40448, 11296, 28242, 29739, 39319, 12984, 9957, 16070, 9566, 15040, 3555, 8978, 32748, 23557, 3794, 9307, 13672, 1829, 4724, 1829, 14851, 9778, 40448, 2407, 11296, 4032, 41185, 43242, 2423, 39184, 34710, 3601, 27377, 4724, 43042, 3224, 2290, 6055, 7649, 10632, 3714, 43020, 44713, 9778, 3215, 10943, 11296, 28239, 47432, 3660, 13672, 1829, 39182, 29910, 23275], "avg_logprob": -0.17559523194555252, "compression_ratio": 1.5180722891566265, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1354.81, "end": 1355.47, "word": "والكل", "probability": 0.504150390625}, {"start": 1355.47, "end": 1355.97, "word": " بيستخدمها", "probability": 0.9298502604166666}, {"start": 1355.97, "end": 1356.13, "word": " كل", "probability": 0.234619140625}, {"start": 1356.13, "end": 1356.67, "word": " الباحثين", "probability": 0.9852294921875}, {"start": 1356.67, "end": 1357.59, "word": " والطلاب", "probability": 0.873291015625}, {"start": 1357.59, "end": 1357.81, "word": " في", "probability": 0.87109375}, {"start": 1357.81, "end": 1358.73, "word": " الدراسات", "probability": 0.9727783203125}, {"start": 1358.73, "end": 1358.85, "word": " اللي", "probability": 0.6669921875}, {"start": 1358.85, "end": 1359.63, "word": " بيستخدموها", "probability": 0.9244559151785714}, {"start": 1359.63, "end": 1360.23, "word": " وفي", "probability": 0.766357421875}, {"start": 1360.23, "end": 1360.53, "word": " عند", "probability": 0.8994140625}, {"start": 1360.53, "end": 1361.15, "word": " الـ", "probability": 0.4742431640625}, {"start": 1361.15, "end": 1361.31, "word": " fuzzy", "probability": 0.35595703125}, {"start": 1361.31, "end": 1361.71, "word": " knowledge", "probability": 0.931640625}, {"start": 1361.71, "end": 1362.49, "word": " builder", "probability": 0.97021484375}, {"start": 1362.49, "end": 1363.37, "word": " برضه", "probability": 0.9212239583333334}, {"start": 1363.37, "end": 1364.25, "word": " tool", "probability": 0.9072265625}, {"start": 1364.25, "end": 1364.63, "word": " تانية", "probability": 0.9695638020833334}, {"start": 1364.63, "end": 1364.89, "word": " ممكن", "probability": 0.982666015625}, {"start": 1364.89, "end": 1365.65, "word": " استخدامها", "probability": 0.9630859375}, {"start": 1365.65, "end": 1366.85, "word": " النقطة", "probability": 0.93359375}, {"start": 1366.85, "end": 1366.91, "word": " اللي", "probability": 0.93505859375}, {"start": 1366.91, "end": 1367.11, "word": " بعد", "probability": 0.94970703125}, {"start": 1367.11, "end": 1367.57, "word": " ذلك", "probability": 0.995361328125}], "temperature": 1.0}, {"id": 62, "seek": 138869, "start": 1368.51, "end": 1388.69, "text": "اللي ممكن نتحدث عنها هي جزئية ال evaluation عملية ال evaluation و let you on the system طيب ال evaluation بكل بساطة ممكن بعد ما نعمل نبني البناء تبعنا كله نيجي نرسم ال relations هذه مع بعضها أو نرسم ال variables مع بعضها بحيث أنه نرسمهم نشوفهم كيف شكلهم مع بعض", "tokens": [6027, 20292, 3714, 43020, 8717, 2655, 24401, 12984, 18871, 11296, 39896, 10874, 11622, 19986, 10632, 2423, 13344, 6225, 42213, 10632, 2423, 13344, 4032, 718, 291, 322, 264, 1185, 23032, 1829, 3555, 2423, 13344, 4724, 28820, 4724, 3794, 41193, 3660, 3714, 43020, 39182, 19446, 8717, 25957, 1211, 8717, 3555, 22653, 29739, 1863, 16606, 6055, 3555, 3615, 8315, 28242, 3224, 8717, 1829, 7435, 1829, 8717, 2288, 38251, 2423, 2299, 29538, 20449, 45030, 11242, 11296, 34051, 8717, 2288, 38251, 2423, 9102, 20449, 45030, 11242, 11296, 4724, 5016, 1829, 12984, 14739, 3224, 8717, 2288, 38251, 16095, 8717, 8592, 38688, 16095, 9122, 33911, 13412, 28820, 16095, 20449, 45030, 11242], "avg_logprob": -0.12462798300243559, "compression_ratio": 1.7920353982300885, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1368.51, "end": 1368.75, "word": "اللي", "probability": 0.670654296875}, {"start": 1368.75, "end": 1368.89, "word": " ممكن", "probability": 0.958984375}, {"start": 1368.89, "end": 1369.31, "word": " نتحدث", "probability": 0.9296875}, {"start": 1369.31, "end": 1369.69, "word": " عنها", "probability": 0.99462890625}, {"start": 1369.69, "end": 1370.17, "word": " هي", "probability": 0.85302734375}, {"start": 1370.17, "end": 1370.67, "word": " جزئية", "probability": 0.9251708984375}, {"start": 1370.67, "end": 1370.85, "word": " ال", "probability": 0.7626953125}, {"start": 1370.85, "end": 1371.35, "word": " evaluation", "probability": 0.7578125}, {"start": 1371.35, "end": 1372.03, "word": " عملية", "probability": 0.9153645833333334}, {"start": 1372.03, "end": 1372.17, "word": " ال", "probability": 0.9716796875}, {"start": 1372.17, "end": 1372.69, "word": " evaluation", "probability": 0.97216796875}, {"start": 1372.69, "end": 1373.17, "word": " و", "probability": 0.69384765625}, {"start": 1373.17, "end": 1373.69, "word": " let", "probability": 0.299072265625}, {"start": 1373.69, "end": 1373.97, "word": " you", "probability": 0.748046875}, {"start": 1373.97, "end": 1374.23, "word": " on", "probability": 0.32666015625}, {"start": 1374.23, "end": 1374.47, "word": " the", "probability": 0.61376953125}, {"start": 1374.47, "end": 1374.89, "word": " system", "probability": 0.97021484375}, {"start": 1374.89, "end": 1375.43, "word": " طيب", "probability": 0.8253580729166666}, {"start": 1375.43, "end": 1375.71, "word": " ال", "probability": 0.9658203125}, {"start": 1375.71, "end": 1376.17, "word": " evaluation", "probability": 0.98486328125}, {"start": 1376.17, "end": 1376.73, "word": " بكل", "probability": 0.95849609375}, {"start": 1376.73, "end": 1377.19, "word": " بساطة", "probability": 0.987060546875}, {"start": 1377.19, "end": 1377.59, "word": " ممكن", "probability": 0.990234375}, {"start": 1377.59, "end": 1378.79, "word": " بعد", "probability": 0.958984375}, {"start": 1378.79, "end": 1378.95, "word": " ما", "probability": 0.939453125}, {"start": 1378.95, "end": 1379.29, "word": " نعمل", "probability": 0.9547526041666666}, {"start": 1379.29, "end": 1379.65, "word": " نبني", "probability": 0.7867838541666666}, {"start": 1379.65, "end": 1380.03, "word": " البناء", "probability": 0.9402669270833334}, {"start": 1380.03, "end": 1380.37, "word": " تبعنا", "probability": 0.864013671875}, {"start": 1380.37, "end": 1381.25, "word": " كله", "probability": 0.993408203125}, {"start": 1381.25, "end": 1381.73, "word": " نيجي", "probability": 0.8934326171875}, {"start": 1381.73, "end": 1382.05, "word": " نرسم", "probability": 0.9781901041666666}, {"start": 1382.05, "end": 1382.19, "word": " ال", "probability": 0.98193359375}, {"start": 1382.19, "end": 1382.53, "word": " relations", "probability": 0.8828125}, {"start": 1382.53, "end": 1382.79, "word": " هذه", "probability": 0.5009765625}, {"start": 1382.79, "end": 1382.95, "word": " مع", "probability": 0.99462890625}, {"start": 1382.95, "end": 1383.29, "word": " بعضها", "probability": 0.9944661458333334}, {"start": 1383.29, "end": 1383.67, "word": " أو", "probability": 0.88720703125}, {"start": 1383.67, "end": 1384.01, "word": " نرسم", "probability": 0.9903971354166666}, {"start": 1384.01, "end": 1384.15, "word": " ال", "probability": 0.97265625}, {"start": 1384.15, "end": 1384.49, "word": " variables", "probability": 0.95263671875}, {"start": 1384.49, "end": 1384.71, "word": " مع", "probability": 0.9951171875}, {"start": 1384.71, "end": 1385.17, "word": " بعضها", "probability": 0.99755859375}, {"start": 1385.17, "end": 1386.15, "word": " بحيث", "probability": 0.9705810546875}, {"start": 1386.15, "end": 1386.49, "word": " أنه", "probability": 0.7135009765625}, {"start": 1386.49, "end": 1387.25, "word": " نرسمهم", "probability": 0.962158203125}, {"start": 1387.25, "end": 1387.69, "word": " نشوفهم", "probability": 0.7696533203125}, {"start": 1387.69, "end": 1387.85, "word": " كيف", "probability": 0.966064453125}, {"start": 1387.85, "end": 1388.23, "word": " شكلهم", "probability": 0.97705078125}, {"start": 1388.23, "end": 1388.37, "word": " مع", "probability": 0.9951171875}, {"start": 1388.37, "end": 1388.69, "word": " بعض", "probability": 0.996337890625}], "temperature": 1.0}, {"id": 63, "seek": 140648, "start": 1389.32, "end": 1406.48, "text": "بعد ما عملنا ال evaluation و استخدمنا البرنامج أو أي برنامج استخدمته زي ال fuzzy logic toolbox و لازم كلهم يكونوا قادرين ان هم يعملوا لك generation لشكل ال outputs او ال performance ال systems performance اللي هتكون بهذا الشكل", "tokens": [3555, 22488, 19446, 6225, 42213, 8315, 2423, 13344, 4032, 44713, 9778, 40448, 8315, 2423, 26890, 8315, 2304, 7435, 34051, 36632, 4724, 2288, 8315, 2304, 7435, 44713, 9778, 40448, 47395, 30767, 1829, 2423, 34710, 9952, 44593, 4032, 5296, 31377, 2304, 28242, 16095, 7251, 30544, 14407, 12174, 18513, 2288, 9957, 16472, 8032, 2304, 7251, 25957, 1211, 14407, 5296, 4117, 5125, 5296, 8592, 28820, 2423, 23930, 1975, 2407, 2423, 3389, 2423, 3652, 3389, 13672, 1829, 8032, 2655, 30544, 39627, 15730, 25124, 28820], "avg_logprob": -0.13417968358844518, "compression_ratio": 1.642512077294686, "no_speech_prob": 0.0, "words": [{"start": 1389.32, "end": 1389.64, "word": "بعد", "probability": 0.905029296875}, {"start": 1389.64, "end": 1390.12, "word": " ما", "probability": 0.796875}, {"start": 1390.12, "end": 1391.18, "word": " عملنا", "probability": 0.7401936848958334}, {"start": 1391.18, "end": 1391.26, "word": " ال", "probability": 0.62158203125}, {"start": 1391.26, "end": 1391.66, "word": " evaluation", "probability": 0.84814453125}, {"start": 1391.66, "end": 1391.92, "word": " و", "probability": 0.74072265625}, {"start": 1391.92, "end": 1392.54, "word": " استخدمنا", "probability": 0.92236328125}, {"start": 1392.54, "end": 1393.26, "word": " البرنامج", "probability": 0.93642578125}, {"start": 1393.26, "end": 1393.46, "word": " أو", "probability": 0.7177734375}, {"start": 1393.46, "end": 1393.66, "word": " أي", "probability": 0.71630859375}, {"start": 1393.66, "end": 1394.04, "word": " برنامج", "probability": 0.99287109375}, {"start": 1394.04, "end": 1394.68, "word": " استخدمته", "probability": 0.9537353515625}, {"start": 1394.68, "end": 1395.12, "word": " زي", "probability": 0.8955078125}, {"start": 1395.12, "end": 1395.24, "word": " ال", "probability": 0.84228515625}, {"start": 1395.24, "end": 1395.44, "word": " fuzzy", "probability": 0.669921875}, {"start": 1395.44, "end": 1395.88, "word": " logic", "probability": 0.9658203125}, {"start": 1395.88, "end": 1397.66, "word": " toolbox", "probability": 0.86962890625}, {"start": 1397.66, "end": 1397.86, "word": " و", "probability": 0.728515625}, {"start": 1397.86, "end": 1398.08, "word": " لازم", "probability": 0.9695638020833334}, {"start": 1398.08, "end": 1398.44, "word": " كلهم", "probability": 0.910888671875}, {"start": 1398.44, "end": 1398.74, "word": " يكونوا", "probability": 0.9910481770833334}, {"start": 1398.74, "end": 1399.1, "word": " قادرين", "probability": 0.9893798828125}, {"start": 1399.1, "end": 1399.22, "word": " ان", "probability": 0.5390625}, {"start": 1399.22, "end": 1399.36, "word": " هم", "probability": 0.795654296875}, {"start": 1399.36, "end": 1399.72, "word": " يعملوا", "probability": 0.8896484375}, {"start": 1399.72, "end": 1400.12, "word": " لك", "probability": 0.90283203125}, {"start": 1400.12, "end": 1400.84, "word": " generation", "probability": 0.9306640625}, {"start": 1400.84, "end": 1402.16, "word": " لشكل", "probability": 0.9757486979166666}, {"start": 1402.16, "end": 1402.3, "word": " ال", "probability": 0.95068359375}, {"start": 1402.3, "end": 1402.78, "word": " outputs", "probability": 0.6064453125}, {"start": 1402.78, "end": 1403.12, "word": " او", "probability": 0.805908203125}, {"start": 1403.12, "end": 1403.24, "word": " ال", "probability": 0.98291015625}, {"start": 1403.24, "end": 1403.86, "word": " performance", "probability": 0.9462890625}, {"start": 1403.86, "end": 1404.08, "word": " ال", "probability": 0.89453125}, {"start": 1404.08, "end": 1404.44, "word": " systems", "probability": 0.9296875}, {"start": 1404.44, "end": 1405.12, "word": " performance", "probability": 0.9228515625}, {"start": 1405.12, "end": 1405.52, "word": " اللي", "probability": 0.5997314453125}, {"start": 1405.52, "end": 1405.84, "word": " هتكون", "probability": 0.9661458333333334}, {"start": 1405.84, "end": 1406.14, "word": " بهذا", "probability": 0.97119140625}, {"start": 1406.14, "end": 1406.48, "word": " الشكل", "probability": 0.99365234375}], "temperature": 1.0}, {"id": 64, "seek": 142435, "start": 1407.27, "end": 1424.35, "text": "بنرسمها بهذا الشكل بحيث اني احقق ال rules فممكن يكون عندى for rule base number one بمثلها جدامي و بتطلع عليها و بدقيق فيها كويس هل هي منطقية ولا مش منطقية فلما اقول هنا ال skill هذا", "tokens": [3555, 1863, 2288, 38251, 11296, 39627, 15730, 25124, 28820, 4724, 5016, 1829, 12984, 16472, 1829, 1975, 5016, 4587, 4587, 2423, 4474, 6156, 2304, 43020, 7251, 30544, 43242, 7578, 337, 4978, 3096, 1230, 472, 4724, 2304, 12984, 1211, 11296, 10874, 3215, 10943, 1829, 4032, 39894, 9566, 1211, 3615, 25894, 11296, 4032, 47525, 38436, 4587, 8978, 11296, 9122, 45865, 3794, 8032, 1211, 39896, 9154, 9566, 4587, 10632, 49429, 37893, 9154, 9566, 4587, 10632, 6156, 1211, 15042, 1975, 39648, 34105, 2423, 5389, 23758], "avg_logprob": -0.14843749411312152, "compression_ratio": 1.5578947368421052, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1407.27, "end": 1407.93, "word": "بنرسمها", "probability": 0.91845703125}, {"start": 1407.93, "end": 1408.17, "word": " بهذا", "probability": 0.9697265625}, {"start": 1408.17, "end": 1408.57, "word": " الشكل", "probability": 0.993896484375}, {"start": 1408.57, "end": 1409.15, "word": " بحيث", "probability": 0.9578857421875}, {"start": 1409.15, "end": 1409.51, "word": " اني", "probability": 0.46875}, {"start": 1409.51, "end": 1410.49, "word": " احقق", "probability": 0.8681640625}, {"start": 1410.49, "end": 1410.83, "word": " ال", "probability": 0.91845703125}, {"start": 1410.83, "end": 1411.19, "word": " rules", "probability": 0.85400390625}, {"start": 1411.19, "end": 1412.09, "word": " فممكن", "probability": 0.9171549479166666}, {"start": 1412.09, "end": 1412.31, "word": " يكون", "probability": 0.93408203125}, {"start": 1412.31, "end": 1412.99, "word": " عندى", "probability": 0.619873046875}, {"start": 1412.99, "end": 1413.17, "word": " for", "probability": 0.58642578125}, {"start": 1413.17, "end": 1413.37, "word": " rule", "probability": 0.716796875}, {"start": 1413.37, "end": 1413.83, "word": " base", "probability": 0.76904296875}, {"start": 1413.83, "end": 1414.33, "word": " number", "probability": 0.9501953125}, {"start": 1414.33, "end": 1414.73, "word": " one", "probability": 0.92529296875}, {"start": 1414.73, "end": 1415.91, "word": " بمثلها", "probability": 0.9529296875}, {"start": 1415.91, "end": 1416.47, "word": " جدامي", "probability": 0.8316650390625}, {"start": 1416.47, "end": 1416.75, "word": " و", "probability": 0.74365234375}, {"start": 1416.75, "end": 1417.23, "word": " بتطلع", "probability": 0.884765625}, {"start": 1417.23, "end": 1417.51, "word": " عليها", "probability": 0.9912109375}, {"start": 1417.51, "end": 1417.59, "word": " و", "probability": 0.935546875}, {"start": 1417.59, "end": 1418.09, "word": " بدقيق", "probability": 0.8079427083333334}, {"start": 1418.09, "end": 1418.33, "word": " فيها", "probability": 0.991943359375}, {"start": 1418.33, "end": 1418.79, "word": " كويس", "probability": 0.9884440104166666}, {"start": 1418.79, "end": 1419.27, "word": " هل", "probability": 0.865478515625}, {"start": 1419.27, "end": 1419.41, "word": " هي", "probability": 0.89892578125}, {"start": 1419.41, "end": 1419.97, "word": " منطقية", "probability": 0.9620361328125}, {"start": 1419.97, "end": 1420.13, "word": " ولا", "probability": 0.7265625}, {"start": 1420.13, "end": 1420.31, "word": " مش", "probability": 0.98095703125}, {"start": 1420.31, "end": 1420.91, "word": " منطقية", "probability": 0.988037109375}, {"start": 1420.91, "end": 1421.45, "word": " فلما", "probability": 0.810546875}, {"start": 1421.45, "end": 1421.77, "word": " اقول", "probability": 0.880126953125}, {"start": 1421.77, "end": 1422.09, "word": " هنا", "probability": 0.98876953125}, {"start": 1422.09, "end": 1423.67, "word": " ال", "probability": 0.90625}, {"start": 1423.67, "end": 1423.99, "word": " skill", "probability": 0.54052734375}, {"start": 1423.99, "end": 1424.35, "word": " هذا", "probability": 0.546875}], "temperature": 1.0}, {"id": 65, "seek": 144211, "start": 1425.21, "end": 1442.11, "text": "أو الـ access هذا بتاع الـ waiting time الـ access هذا تبع عدد ال servers ال .. ال .. ال weight هنا تبعت عدد ال .. ال spares أو ليقيمة N هل فعلا كل ما بتزيد .. بزيد عدد العمال", "tokens": [10721, 2407, 2423, 39184, 2105, 23758, 39894, 45761, 2423, 39184, 3806, 565, 2423, 39184, 2105, 23758, 6055, 3555, 3615, 6225, 3215, 3215, 2423, 15909, 2423, 4386, 2423, 4386, 2423, 3364, 34105, 6055, 3555, 34268, 6225, 3215, 3215, 2423, 4386, 2423, 637, 8643, 34051, 32239, 4587, 32640, 3660, 426, 8032, 1211, 6156, 3615, 15040, 28242, 19446, 39894, 11622, 25708, 4386, 4724, 11622, 25708, 6225, 3215, 3215, 18863, 2304, 6027], "avg_logprob": -0.20720108263734457, "compression_ratio": 1.6560509554140128, "no_speech_prob": 0.0, "words": [{"start": 1425.21, "end": 1425.45, "word": "أو", "probability": 0.859619140625}, {"start": 1425.45, "end": 1425.63, "word": " الـ", "probability": 0.7431640625}, {"start": 1425.63, "end": 1425.89, "word": " access", "probability": 0.4921875}, {"start": 1425.89, "end": 1426.29, "word": " هذا", "probability": 0.61474609375}, {"start": 1426.29, "end": 1426.99, "word": " بتاع", "probability": 0.7451171875}, {"start": 1426.99, "end": 1427.33, "word": " الـ", "probability": 0.674072265625}, {"start": 1427.33, "end": 1427.49, "word": " waiting", "probability": 0.7822265625}, {"start": 1427.49, "end": 1428.01, "word": " time", "probability": 0.8544921875}, {"start": 1428.01, "end": 1428.45, "word": " الـ", "probability": 0.616943359375}, {"start": 1428.45, "end": 1428.71, "word": " access", "probability": 0.8994140625}, {"start": 1428.71, "end": 1429.11, "word": " هذا", "probability": 0.90380859375}, {"start": 1429.11, "end": 1429.95, "word": " تبع", "probability": 0.9440104166666666}, {"start": 1429.95, "end": 1430.81, "word": " عدد", "probability": 0.9892578125}, {"start": 1430.81, "end": 1431.11, "word": " ال", "probability": 0.8203125}, {"start": 1431.11, "end": 1431.59, "word": " servers", "probability": 0.76123046875}, {"start": 1431.59, "end": 1432.47, "word": " ال", "probability": 0.951171875}, {"start": 1432.47, "end": 1432.53, "word": " ..", "probability": 0.354248046875}, {"start": 1432.53, "end": 1432.85, "word": " ال", "probability": 0.98828125}, {"start": 1432.85, "end": 1433.21, "word": " ..", "probability": 0.8994140625}, {"start": 1433.21, "end": 1433.53, "word": " ال", "probability": 0.984375}, {"start": 1433.53, "end": 1434.19, "word": " weight", "probability": 0.78369140625}, {"start": 1434.19, "end": 1434.43, "word": " هنا", "probability": 0.99072265625}, {"start": 1434.43, "end": 1434.87, "word": " تبعت", "probability": 0.8154296875}, {"start": 1434.87, "end": 1435.25, "word": " عدد", "probability": 0.9920247395833334}, {"start": 1435.25, "end": 1435.35, "word": " ال", "probability": 0.978515625}, {"start": 1435.35, "end": 1435.57, "word": " ..", "probability": 0.50439453125}, {"start": 1435.57, "end": 1435.73, "word": " ال", "probability": 0.97265625}, {"start": 1435.73, "end": 1436.17, "word": " spares", "probability": 0.56927490234375}, {"start": 1436.17, "end": 1436.65, "word": " أو", "probability": 0.8486328125}, {"start": 1436.65, "end": 1437.33, "word": " ليقيمة", "probability": 0.72479248046875}, {"start": 1437.33, "end": 1437.53, "word": " N", "probability": 0.40771484375}, {"start": 1437.53, "end": 1438.03, "word": " هل", "probability": 0.929443359375}, {"start": 1438.03, "end": 1438.45, "word": " فعلا", "probability": 0.9334309895833334}, {"start": 1438.45, "end": 1439.17, "word": " كل", "probability": 0.89453125}, {"start": 1439.17, "end": 1439.49, "word": " ما", "probability": 0.94384765625}, {"start": 1439.49, "end": 1440.53, "word": " بتزيد", "probability": 0.9039713541666666}, {"start": 1440.53, "end": 1440.93, "word": " ..", "probability": 0.919921875}, {"start": 1440.93, "end": 1441.23, "word": " بزيد", "probability": 0.9568684895833334}, {"start": 1441.23, "end": 1441.53, "word": " عدد", "probability": 0.9972330729166666}, {"start": 1441.53, "end": 1442.11, "word": " العمال", "probability": 0.9568684895833334}], "temperature": 1.0}, {"id": 66, "seek": 147294, "start": 1443.52, "end": 1472.94, "text": "و ممكن نحسبها واحدة واحدة هل بيزيد عدد العمال معناه ذلك انه عدد ال service تبعتي هذا بتقل اللي انا محتاج .. او عدد ال units اللي انا محتاج اشتريها بتقل منطقي كل ما بيزيد معناته بده يقل ال curve تبعنا طيب في المقابل ال time هل كل ما بيزيد بتزيد معه فال relation هذه اللي بترتسم من خلالها بتتم عملية ال evaluation لل system تبعنا هل هو مقنع و طبعا ال expert او ال human expert مناسب يكون موجود و انطابق", "tokens": [2407, 3714, 43020, 8717, 5016, 35457, 11296, 36764, 24401, 3660, 36764, 24401, 3660, 8032, 1211, 4724, 1829, 11622, 25708, 6225, 3215, 3215, 18863, 2304, 6027, 20449, 8315, 3224, 29910, 23275, 16472, 3224, 6225, 3215, 3215, 2423, 2643, 6055, 3555, 3615, 31371, 23758, 39894, 4587, 1211, 13672, 1829, 1975, 8315, 3714, 33753, 26108, 4386, 1975, 2407, 6225, 3215, 3215, 2423, 6815, 13672, 1829, 1975, 8315, 3714, 33753, 26108, 1975, 8592, 2655, 16572, 11296, 39894, 4587, 1211, 9154, 9566, 38436, 28242, 19446, 4724, 1829, 11622, 25708, 20449, 8315, 47395, 47525, 3224, 7251, 4587, 1211, 2423, 7605, 6055, 3555, 3615, 8315, 23032, 1829, 3555, 8978, 9673, 4587, 16758, 1211, 2423, 565, 8032, 1211, 28242, 19446, 4724, 1829, 11622, 25708, 39894, 11622, 25708, 20449, 3224, 6156, 6027, 9721, 29538, 13672, 1829, 39894, 43500, 38251, 9154, 16490, 1211, 6027, 11296, 39894, 39237, 6225, 42213, 10632, 2423, 13344, 24976, 1185, 6055, 3555, 3615, 8315, 8032, 1211, 31439, 3714, 4587, 1863, 3615, 4032, 23032, 3555, 3615, 995, 2423, 5844, 1975, 2407, 2423, 1952, 5844, 3714, 8315, 35457, 7251, 30544, 3714, 29245, 23328, 4032, 16472, 9566, 16758, 4587], "avg_logprob": -0.12638121349376868, "compression_ratio": 2.0092024539877302, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1443.52, "end": 1443.94, "word": "و", "probability": 0.51513671875}, {"start": 1443.94, "end": 1444.66, "word": " ممكن", "probability": 0.81884765625}, {"start": 1444.66, "end": 1445.36, "word": " نحسبها", "probability": 0.9813232421875}, {"start": 1445.36, "end": 1445.64, "word": " واحدة", "probability": 0.9640299479166666}, {"start": 1445.64, "end": 1445.94, "word": " واحدة", "probability": 0.9422200520833334}, {"start": 1445.94, "end": 1446.18, "word": " هل", "probability": 0.744384765625}, {"start": 1446.18, "end": 1446.44, "word": " بيزيد", "probability": 0.960693359375}, {"start": 1446.44, "end": 1446.7, "word": " عدد", "probability": 0.9847005208333334}, {"start": 1446.7, "end": 1447.08, "word": " العمال", "probability": 0.9581705729166666}, {"start": 1447.08, "end": 1447.38, "word": " معناه", "probability": 0.7425130208333334}, {"start": 1447.38, "end": 1447.62, "word": " ذلك", "probability": 0.97509765625}, {"start": 1447.62, "end": 1447.96, "word": " انه", "probability": 0.7099609375}, {"start": 1447.96, "end": 1448.5, "word": " عدد", "probability": 0.990234375}, {"start": 1448.5, "end": 1448.64, "word": " ال", "probability": 0.880859375}, {"start": 1448.64, "end": 1448.86, "word": " service", "probability": 0.79541015625}, {"start": 1448.86, "end": 1449.26, "word": " تبعتي", "probability": 0.85888671875}, {"start": 1449.26, "end": 1449.4, "word": " هذا", "probability": 0.2122802734375}, {"start": 1449.4, "end": 1449.94, "word": " بتقل", "probability": 0.9659830729166666}, {"start": 1449.94, "end": 1450.44, "word": " اللي", "probability": 0.771240234375}, {"start": 1450.44, "end": 1450.56, "word": " انا", "probability": 0.78564453125}, {"start": 1450.56, "end": 1450.88, "word": " محتاج", "probability": 0.814453125}, {"start": 1450.88, "end": 1450.88, "word": " ..", "probability": 0.45849609375}, {"start": 1450.88, "end": 1451.0, "word": " او", "probability": 0.894775390625}, {"start": 1451.0, "end": 1451.26, "word": " عدد", "probability": 0.9889322916666666}, {"start": 1451.26, "end": 1451.48, "word": " ال", "probability": 0.9921875}, {"start": 1451.48, "end": 1451.98, "word": " units", "probability": 0.80859375}, {"start": 1451.98, "end": 1452.16, "word": " اللي", "probability": 0.9912109375}, {"start": 1452.16, "end": 1452.26, "word": " انا", "probability": 0.853515625}, {"start": 1452.26, "end": 1452.54, "word": " محتاج", "probability": 0.9873046875}, {"start": 1452.54, "end": 1452.92, "word": " اشتريها", "probability": 0.8859375}, {"start": 1452.92, "end": 1453.32, "word": " بتقل", "probability": 0.9630533854166666}, {"start": 1453.32, "end": 1454.2, "word": " منطقي", "probability": 0.725830078125}, {"start": 1454.2, "end": 1454.6, "word": " كل", "probability": 0.74169921875}, {"start": 1454.6, "end": 1454.7, "word": " ما", "probability": 0.833984375}, {"start": 1454.7, "end": 1455.08, "word": " بيزيد", "probability": 0.9849853515625}, {"start": 1455.08, "end": 1455.42, "word": " معناته", "probability": 0.93115234375}, {"start": 1455.42, "end": 1455.66, "word": " بده", "probability": 0.749267578125}, {"start": 1455.66, "end": 1456.04, "word": " يقل", "probability": 0.9923502604166666}, {"start": 1456.04, "end": 1456.36, "word": " ال", "probability": 0.8935546875}, {"start": 1456.36, "end": 1456.6, "word": " curve", "probability": 0.9736328125}, {"start": 1456.6, "end": 1456.94, "word": " تبعنا", "probability": 0.9361572265625}, {"start": 1456.94, "end": 1457.38, "word": " طيب", "probability": 0.9230143229166666}, {"start": 1457.38, "end": 1457.5, "word": " في", "probability": 0.8369140625}, {"start": 1457.5, "end": 1457.98, "word": " المقابل", "probability": 0.9898681640625}, {"start": 1457.98, "end": 1458.18, "word": " ال", "probability": 0.982421875}, {"start": 1458.18, "end": 1458.5, "word": " time", "probability": 0.83544921875}, {"start": 1458.5, "end": 1459.1, "word": " هل", "probability": 0.928955078125}, {"start": 1459.1, "end": 1459.3, "word": " كل", "probability": 0.99072265625}, {"start": 1459.3, "end": 1459.42, "word": " ما", "probability": 0.9208984375}, {"start": 1459.42, "end": 1459.82, "word": " بيزيد", "probability": 0.9844970703125}, {"start": 1459.82, "end": 1460.68, "word": " بتزيد", "probability": 0.8772786458333334}, {"start": 1460.68, "end": 1461.04, "word": " معه", "probability": 0.812744140625}, {"start": 1461.04, "end": 1461.78, "word": " فال", "probability": 0.688232421875}, {"start": 1461.78, "end": 1462.1, "word": " relation", "probability": 0.994140625}, {"start": 1462.1, "end": 1462.5, "word": " هذه", "probability": 0.65673828125}, {"start": 1462.5, "end": 1463.12, "word": " اللي", "probability": 0.981201171875}, {"start": 1463.12, "end": 1463.66, "word": " بترتسم", "probability": 0.7737630208333334}, {"start": 1463.66, "end": 1464.2, "word": " من", "probability": 0.99169921875}, {"start": 1464.2, "end": 1464.58, "word": " خلالها", "probability": 0.9884033203125}, {"start": 1464.58, "end": 1464.9, "word": " بتتم", "probability": 0.6405029296875}, {"start": 1464.9, "end": 1465.22, "word": " عملية", "probability": 0.9881184895833334}, {"start": 1465.22, "end": 1465.36, "word": " ال", "probability": 0.5361328125}, {"start": 1465.36, "end": 1465.72, "word": " evaluation", "probability": 0.984375}, {"start": 1465.72, "end": 1466.02, "word": " لل", "probability": 0.80029296875}, {"start": 1466.02, "end": 1466.32, "word": " system", "probability": 0.9736328125}, {"start": 1466.32, "end": 1466.7, "word": " تبعنا", "probability": 0.9720458984375}, {"start": 1466.7, "end": 1466.9, "word": " هل", "probability": 0.96484375}, {"start": 1466.9, "end": 1467.02, "word": " هو", "probability": 0.99658203125}, {"start": 1467.02, "end": 1467.38, "word": " مقنع", "probability": 0.993896484375}, {"start": 1467.38, "end": 1467.62, "word": " و", "probability": 0.6875}, {"start": 1467.62, "end": 1467.86, "word": " طبعا", "probability": 0.9498291015625}, {"start": 1467.86, "end": 1468.32, "word": " ال", "probability": 0.98583984375}, {"start": 1468.32, "end": 1469.34, "word": " expert", "probability": 0.654296875}, {"start": 1469.34, "end": 1469.54, "word": " او", "probability": 0.871826171875}, {"start": 1469.54, "end": 1469.64, "word": " ال", "probability": 0.96728515625}, {"start": 1469.64, "end": 1469.86, "word": " human", "probability": 0.9365234375}, {"start": 1469.86, "end": 1470.3, "word": " expert", "probability": 0.96044921875}, {"start": 1470.3, "end": 1470.94, "word": " مناسب", "probability": 0.9495442708333334}, {"start": 1470.94, "end": 1471.2, "word": " يكون", "probability": 0.99267578125}, {"start": 1471.2, "end": 1471.7, "word": " موجود", "probability": 0.9835611979166666}, {"start": 1471.7, "end": 1472.18, "word": " و", "probability": 0.98876953125}, {"start": 1472.18, "end": 1472.94, "word": " انطابق", "probability": 0.89208984375}], "temperature": 1.0}, {"id": 67, "seek": 149381, "start": 1473.35, "end": 1493.81, "text": "الكلام هذا كله مع الشغل تبعنا طبعا هذا بيتكرر لكل ال services تبعتنا اللي موجودة لكل ال services اللي موجودة و ال relations ممكن تتغير هنا صار في ال utilization factor مع ال time و لقياس ال number of spears", "tokens": [6027, 28820, 10943, 23758, 28242, 3224, 20449, 25124, 17082, 1211, 6055, 3555, 3615, 8315, 23032, 3555, 3615, 995, 23758, 4724, 36081, 37983, 2288, 5296, 28820, 2423, 3328, 6055, 3555, 34268, 8315, 13672, 1829, 3714, 29245, 23328, 3660, 5296, 28820, 2423, 3328, 13672, 1829, 3714, 29245, 23328, 3660, 4032, 2423, 2299, 3714, 43020, 6055, 2655, 17082, 13546, 34105, 20328, 9640, 8978, 2423, 37074, 5952, 20449, 2423, 565, 4032, 5296, 4587, 25528, 3794, 2423, 1230, 295, 768, 685], "avg_logprob": -0.14630681895590447, "compression_ratio": 1.656084656084656, "no_speech_prob": 0.0, "words": [{"start": 1473.35, "end": 1473.81, "word": "الكلام", "probability": 0.9443359375}, {"start": 1473.81, "end": 1474.01, "word": " هذا", "probability": 0.8095703125}, {"start": 1474.01, "end": 1474.51, "word": " كله", "probability": 0.98828125}, {"start": 1474.51, "end": 1475.03, "word": " مع", "probability": 0.96044921875}, {"start": 1475.03, "end": 1475.51, "word": " الشغل", "probability": 0.9775390625}, {"start": 1475.51, "end": 1475.91, "word": " تبعنا", "probability": 0.8955078125}, {"start": 1475.91, "end": 1476.73, "word": " طبعا", "probability": 0.83343505859375}, {"start": 1476.73, "end": 1476.89, "word": " هذا", "probability": 0.430908203125}, {"start": 1476.89, "end": 1477.45, "word": " بيتكرر", "probability": 0.9312744140625}, {"start": 1477.45, "end": 1478.15, "word": " لكل", "probability": 0.929931640625}, {"start": 1478.15, "end": 1479.41, "word": " ال", "probability": 0.958984375}, {"start": 1479.41, "end": 1480.53, "word": " services", "probability": 0.250732421875}, {"start": 1480.53, "end": 1481.09, "word": " تبعتنا", "probability": 0.93359375}, {"start": 1481.09, "end": 1481.29, "word": " اللي", "probability": 0.8671875}, {"start": 1481.29, "end": 1481.77, "word": " موجودة", "probability": 0.9901123046875}, {"start": 1481.77, "end": 1482.35, "word": " لكل", "probability": 0.879638671875}, {"start": 1482.35, "end": 1482.95, "word": " ال", "probability": 0.9619140625}, {"start": 1482.95, "end": 1483.25, "word": " services", "probability": 0.50927734375}, {"start": 1483.25, "end": 1483.47, "word": " اللي", "probability": 0.98779296875}, {"start": 1483.47, "end": 1484.03, "word": " موجودة", "probability": 0.991455078125}, {"start": 1484.03, "end": 1484.33, "word": " و", "probability": 0.471435546875}, {"start": 1484.33, "end": 1484.39, "word": " ال", "probability": 0.78955078125}, {"start": 1484.39, "end": 1484.75, "word": " relations", "probability": 0.83984375}, {"start": 1484.75, "end": 1485.49, "word": " ممكن", "probability": 0.926513671875}, {"start": 1485.49, "end": 1485.93, "word": " تتغير", "probability": 0.9927978515625}, {"start": 1485.93, "end": 1486.09, "word": " هنا", "probability": 0.93359375}, {"start": 1486.09, "end": 1486.35, "word": " صار", "probability": 0.9697265625}, {"start": 1486.35, "end": 1486.51, "word": " في", "probability": 0.9306640625}, {"start": 1486.51, "end": 1486.89, "word": " ال", "probability": 0.78564453125}, {"start": 1486.89, "end": 1487.27, "word": " utilization", "probability": 0.91162109375}, {"start": 1487.27, "end": 1487.99, "word": " factor", "probability": 0.94091796875}, {"start": 1487.99, "end": 1488.53, "word": " مع", "probability": 0.96533203125}, {"start": 1488.53, "end": 1489.79, "word": " ال", "probability": 0.97900390625}, {"start": 1489.79, "end": 1490.15, "word": " time", "probability": 0.8515625}, {"start": 1490.15, "end": 1490.93, "word": " و", "probability": 0.78515625}, {"start": 1490.93, "end": 1492.45, "word": " لقياس", "probability": 0.8358154296875}, {"start": 1492.45, "end": 1492.73, "word": " ال", "probability": 0.76953125}, {"start": 1492.73, "end": 1492.99, "word": " number", "probability": 0.97265625}, {"start": 1492.99, "end": 1493.25, "word": " of", "probability": 0.9853515625}, {"start": 1493.25, "end": 1493.81, "word": " spears", "probability": 0.630615234375}], "temperature": 1.0}, {"id": 68, "seek": 151818, "start": 1495.36, "end": 1518.18, "text": "هنا صار في عندى ال number of surface مع ال delay وبيعطينى ال number of spheres و هكذا فهدول هم العناصر اللى بيخلونى او ال surfaces اللى بتخلينى اشتغل على عملية ال evaluation بنقيمها سواء الباحث هو خبير في الموضوع فبقدر يقيمها هل هي مناسبة و مش مناسبة و بشتغل عليها عشان في الآخر", "tokens": [3224, 8315, 20328, 9640, 8978, 43242, 7578, 2423, 1230, 295, 3753, 20449, 2423, 8577, 4032, 21292, 3615, 9566, 9957, 7578, 2423, 1230, 295, 41225, 4032, 8032, 4117, 15730, 6156, 3224, 3215, 12610, 8032, 2304, 18863, 1863, 33546, 2288, 13672, 7578, 4724, 1829, 9778, 1211, 11536, 7578, 1975, 2407, 2423, 16130, 13672, 7578, 39894, 9778, 1211, 9957, 7578, 1975, 8592, 2655, 17082, 1211, 15844, 6225, 42213, 10632, 2423, 13344, 44945, 4587, 32640, 11296, 8608, 2407, 16606, 29739, 39319, 12984, 31439, 16490, 3555, 13546, 8978, 9673, 2407, 11242, 45367, 6156, 3555, 28543, 2288, 7251, 4587, 32640, 11296, 8032, 1211, 39896, 3714, 8315, 35457, 3660, 4032, 37893, 3714, 8315, 35457, 3660, 4032, 4724, 8592, 2655, 17082, 1211, 25894, 11296, 6225, 8592, 7649, 8978, 6024, 95, 34740], "avg_logprob": -0.14352318163841002, "compression_ratio": 1.792828685258964, "no_speech_prob": 0.0, "words": [{"start": 1495.36, "end": 1495.66, "word": "هنا", "probability": 0.83740234375}, {"start": 1495.66, "end": 1495.88, "word": " صار", "probability": 0.840576171875}, {"start": 1495.88, "end": 1496.0, "word": " في", "probability": 0.37939453125}, {"start": 1496.0, "end": 1496.42, "word": " عندى", "probability": 0.5594482421875}, {"start": 1496.42, "end": 1496.64, "word": " ال", "probability": 0.84130859375}, {"start": 1496.64, "end": 1496.88, "word": " number", "probability": 0.46630859375}, {"start": 1496.88, "end": 1497.08, "word": " of", "probability": 0.970703125}, {"start": 1497.08, "end": 1497.38, "word": " surface", "probability": 0.285400390625}, {"start": 1497.38, "end": 1497.68, "word": " مع", "probability": 0.89501953125}, {"start": 1497.68, "end": 1498.18, "word": " ال", "probability": 0.9130859375}, {"start": 1498.18, "end": 1498.66, "word": " delay", "probability": 0.904296875}, {"start": 1498.66, "end": 1499.58, "word": " وبيعطينى", "probability": 0.7051595052083334}, {"start": 1499.58, "end": 1499.68, "word": " ال", "probability": 0.77294921875}, {"start": 1499.68, "end": 1499.9, "word": " number", "probability": 0.9541015625}, {"start": 1499.9, "end": 1500.06, "word": " of", "probability": 0.98095703125}, {"start": 1500.06, "end": 1500.52, "word": " spheres", "probability": 0.560546875}, {"start": 1500.52, "end": 1501.12, "word": " و", "probability": 0.73583984375}, {"start": 1501.12, "end": 1501.52, "word": " هكذا", "probability": 0.8321940104166666}, {"start": 1501.52, "end": 1502.2, "word": " فهدول", "probability": 0.949462890625}, {"start": 1502.2, "end": 1502.46, "word": " هم", "probability": 0.891845703125}, {"start": 1502.46, "end": 1503.06, "word": " العناصر", "probability": 0.941162109375}, {"start": 1503.06, "end": 1503.16, "word": " اللى", "probability": 0.822509765625}, {"start": 1503.16, "end": 1503.92, "word": " بيخلونى", "probability": 0.9632161458333334}, {"start": 1503.92, "end": 1504.7, "word": " او", "probability": 0.8408203125}, {"start": 1504.7, "end": 1504.98, "word": " ال", "probability": 0.9833984375}, {"start": 1504.98, "end": 1505.34, "word": " surfaces", "probability": 0.900390625}, {"start": 1505.34, "end": 1505.56, "word": " اللى", "probability": 0.951904296875}, {"start": 1505.56, "end": 1506.16, "word": " بتخلينى", "probability": 0.95556640625}, {"start": 1506.16, "end": 1506.9, "word": " اشتغل", "probability": 0.9623046875}, {"start": 1506.9, "end": 1508.06, "word": " على", "probability": 0.7490234375}, {"start": 1508.06, "end": 1508.4, "word": " عملية", "probability": 0.9913736979166666}, {"start": 1508.4, "end": 1508.54, "word": " ال", "probability": 0.98046875}, {"start": 1508.54, "end": 1508.98, "word": " evaluation", "probability": 0.978515625}, {"start": 1508.98, "end": 1510.04, "word": " بنقيمها", "probability": 0.800048828125}, {"start": 1510.04, "end": 1510.92, "word": " سواء", "probability": 0.9811197916666666}, {"start": 1510.92, "end": 1512.18, "word": " الباحث", "probability": 0.8494466145833334}, {"start": 1512.18, "end": 1512.36, "word": " هو", "probability": 0.91796875}, {"start": 1512.36, "end": 1512.78, "word": " خبير", "probability": 0.9689127604166666}, {"start": 1512.78, "end": 1512.94, "word": " في", "probability": 0.68408203125}, {"start": 1512.94, "end": 1513.4, "word": " الموضوع", "probability": 0.9990234375}, {"start": 1513.4, "end": 1513.86, "word": " فبقدر", "probability": 0.90087890625}, {"start": 1513.86, "end": 1514.34, "word": " يقيمها", "probability": 0.9412841796875}, {"start": 1514.34, "end": 1514.5, "word": " هل", "probability": 0.914306640625}, {"start": 1514.5, "end": 1514.58, "word": " هي", "probability": 0.8916015625}, {"start": 1514.58, "end": 1514.98, "word": " مناسبة", "probability": 0.9622802734375}, {"start": 1514.98, "end": 1515.08, "word": " و", "probability": 0.86279296875}, {"start": 1515.08, "end": 1515.14, "word": " مش", "probability": 0.75634765625}, {"start": 1515.14, "end": 1515.84, "word": " مناسبة", "probability": 0.9786376953125}, {"start": 1515.84, "end": 1516.18, "word": " و", "probability": 0.73828125}, {"start": 1516.18, "end": 1516.7, "word": " بشتغل", "probability": 0.9287109375}, {"start": 1516.7, "end": 1517.1, "word": " عليها", "probability": 0.98388671875}, {"start": 1517.1, "end": 1517.64, "word": " عشان", "probability": 0.9593098958333334}, {"start": 1517.64, "end": 1517.78, "word": " في", "probability": 0.90185546875}, {"start": 1517.78, "end": 1518.18, "word": " الآخر", "probability": 0.9519856770833334}], "temperature": 1.0}, {"id": 69, "seek": 153452, "start": 1519.14, "end": 1534.52, "text": "نروح نعمل عملية ممكن نغير و نقول لأ والله أنا محتاج أعمل improvement مثلا محتاج أعمل improvement لإيش؟ يمكن أنه نزود sets إضافية لحاجة معينة لل number of service مثلا", "tokens": [1863, 32887, 5016, 8717, 25957, 1211, 6225, 42213, 10632, 3714, 43020, 8717, 17082, 13546, 4032, 8717, 39648, 5296, 10721, 16070, 43761, 41850, 3714, 33753, 26108, 5551, 25957, 1211, 10444, 50113, 15040, 3714, 33753, 26108, 5551, 25957, 1211, 10444, 5296, 28814, 1829, 8592, 22807, 7251, 43020, 14739, 3224, 8717, 11622, 23328, 6352, 11933, 11242, 31845, 10632, 5296, 5016, 26108, 3660, 20449, 9957, 3660, 24976, 1230, 295, 2643, 50113, 15040], "avg_logprob": -0.11933876811594203, "compression_ratio": 1.607361963190184, "no_speech_prob": 0.0, "words": [{"start": 1519.14, "end": 1519.54, "word": "نروح", "probability": 0.9363606770833334}, {"start": 1519.54, "end": 1519.86, "word": " نعمل", "probability": 0.9930013020833334}, {"start": 1519.86, "end": 1520.4, "word": " عملية", "probability": 0.9807942708333334}, {"start": 1520.4, "end": 1522.04, "word": " ممكن", "probability": 0.888671875}, {"start": 1522.04, "end": 1522.64, "word": " نغير", "probability": 0.96142578125}, {"start": 1522.64, "end": 1523.04, "word": " و", "probability": 0.955078125}, {"start": 1523.04, "end": 1523.4, "word": " نقول", "probability": 0.795654296875}, {"start": 1523.4, "end": 1523.82, "word": " لأ", "probability": 0.9560546875}, {"start": 1523.82, "end": 1524.12, "word": " والله", "probability": 0.77490234375}, {"start": 1524.12, "end": 1524.28, "word": " أنا", "probability": 0.56494140625}, {"start": 1524.28, "end": 1524.62, "word": " محتاج", "probability": 0.9913736979166666}, {"start": 1524.62, "end": 1524.94, "word": " أعمل", "probability": 0.9142252604166666}, {"start": 1524.94, "end": 1525.48, "word": " improvement", "probability": 0.97412109375}, {"start": 1525.48, "end": 1526.12, "word": " مثلا", "probability": 0.988525390625}, {"start": 1526.12, "end": 1526.94, "word": " محتاج", "probability": 0.8450520833333334}, {"start": 1526.94, "end": 1527.18, "word": " أعمل", "probability": 0.9539388020833334}, {"start": 1527.18, "end": 1527.62, "word": " improvement", "probability": 0.97802734375}, {"start": 1527.62, "end": 1528.5, "word": " لإيش؟", "probability": 0.854296875}, {"start": 1528.5, "end": 1529.08, "word": " يمكن", "probability": 0.964111328125}, {"start": 1529.08, "end": 1529.44, "word": " أنه", "probability": 0.585205078125}, {"start": 1529.44, "end": 1530.12, "word": " نزود", "probability": 0.9716796875}, {"start": 1530.12, "end": 1531.0, "word": " sets", "probability": 0.830078125}, {"start": 1531.0, "end": 1531.58, "word": " إضافية", "probability": 0.982666015625}, {"start": 1531.58, "end": 1533.0, "word": " لحاجة", "probability": 0.9566650390625}, {"start": 1533.0, "end": 1533.3, "word": " معينة", "probability": 0.9871419270833334}, {"start": 1533.3, "end": 1533.42, "word": " لل", "probability": 0.51708984375}, {"start": 1533.42, "end": 1533.64, "word": " number", "probability": 0.96923828125}, {"start": 1533.64, "end": 1533.86, "word": " of", "probability": 0.98388671875}, {"start": 1533.86, "end": 1534.14, "word": " service", "probability": 0.29638671875}, {"start": 1534.14, "end": 1534.52, "word": " مثلا", "probability": 0.984375}], "temperature": 1.0}, {"id": 70, "seek": 156333, "start": 1535.37, "end": 1563.33, "text": "إنقول والله هي كانت small و medium و large لأ محتاج أضيف كمان two sets إضافية أقول rather small و rather large يمكن تكون أكثر دقة الأمور بحيث أنه تصير ال modification ل ال fuzzy sets ل number of servers بالشكل اللي إحنا شايفينه في and small في rather small في medium في rather large و في large", "tokens": [28814, 1863, 39648, 16070, 43761, 39896, 25961, 2655, 1359, 4032, 6399, 4032, 2416, 5296, 10721, 3714, 33753, 26108, 5551, 11242, 33911, 9122, 2304, 7649, 732, 6352, 11933, 11242, 31845, 10632, 5551, 39648, 2831, 1359, 4032, 2831, 2416, 7251, 43020, 6055, 30544, 5551, 4117, 49115, 11778, 28671, 16247, 2304, 13063, 4724, 5016, 1829, 12984, 14739, 3224, 6055, 9381, 13546, 2423, 26747, 5296, 2423, 34710, 6352, 5296, 1230, 295, 15909, 20666, 8592, 28820, 13672, 1829, 11933, 5016, 8315, 13412, 995, 33911, 9957, 3224, 8978, 293, 1359, 8978, 2831, 1359, 8978, 6399, 8978, 2831, 2416, 4032, 8978, 2416], "avg_logprob": -0.1538899797014892, "compression_ratio": 1.6544715447154472, "no_speech_prob": 0.0, "words": [{"start": 1535.37, "end": 1535.79, "word": "إنقول", "probability": 0.4566243489583333}, {"start": 1535.79, "end": 1536.09, "word": " والله", "probability": 0.77001953125}, {"start": 1536.09, "end": 1536.45, "word": " هي", "probability": 0.77734375}, {"start": 1536.45, "end": 1536.99, "word": " كانت", "probability": 0.7252197265625}, {"start": 1536.99, "end": 1537.45, "word": " small", "probability": 0.7900390625}, {"start": 1537.45, "end": 1538.31, "word": " و", "probability": 0.9541015625}, {"start": 1538.31, "end": 1538.85, "word": " medium", "probability": 0.87548828125}, {"start": 1538.85, "end": 1539.09, "word": " و", "probability": 0.99072265625}, {"start": 1539.09, "end": 1539.37, "word": " large", "probability": 0.9228515625}, {"start": 1539.37, "end": 1539.59, "word": " لأ", "probability": 0.6927490234375}, {"start": 1539.59, "end": 1540.01, "word": " محتاج", "probability": 0.9842122395833334}, {"start": 1540.01, "end": 1540.39, "word": " أضيف", "probability": 0.9588216145833334}, {"start": 1540.39, "end": 1540.85, "word": " كمان", "probability": 0.9900716145833334}, {"start": 1540.85, "end": 1541.39, "word": " two", "probability": 0.91748046875}, {"start": 1541.39, "end": 1541.89, "word": " sets", "probability": 0.94970703125}, {"start": 1541.89, "end": 1542.45, "word": " إضافية", "probability": 0.9761962890625}, {"start": 1542.45, "end": 1543.13, "word": " أقول", "probability": 0.8740234375}, {"start": 1543.13, "end": 1543.53, "word": " rather", "probability": 0.9794921875}, {"start": 1543.53, "end": 1543.99, "word": " small", "probability": 0.95556640625}, {"start": 1543.99, "end": 1544.41, "word": " و", "probability": 0.96044921875}, {"start": 1544.41, "end": 1544.61, "word": " rather", "probability": 0.9560546875}, {"start": 1544.61, "end": 1545.39, "word": " large", "probability": 0.9833984375}, {"start": 1545.39, "end": 1545.89, "word": " يمكن", "probability": 0.884033203125}, {"start": 1545.89, "end": 1546.17, "word": " تكون", "probability": 0.947265625}, {"start": 1546.17, "end": 1546.45, "word": " أكثر", "probability": 0.8733723958333334}, {"start": 1546.45, "end": 1546.71, "word": " دقة", "probability": 0.923095703125}, {"start": 1546.71, "end": 1547.17, "word": " الأمور", "probability": 0.9807942708333334}, {"start": 1547.17, "end": 1548.29, "word": " بحيث", "probability": 0.9676513671875}, {"start": 1548.29, "end": 1548.51, "word": " أنه", "probability": 0.719482421875}, {"start": 1548.51, "end": 1548.83, "word": " تصير", "probability": 0.9788411458333334}, {"start": 1548.83, "end": 1549.53, "word": " ال", "probability": 0.9267578125}, {"start": 1549.53, "end": 1550.31, "word": " modification", "probability": 0.9375}, {"start": 1550.31, "end": 1550.71, "word": " ل", "probability": 0.77685546875}, {"start": 1550.71, "end": 1550.91, "word": " ال", "probability": 0.6533203125}, {"start": 1550.91, "end": 1551.13, "word": " fuzzy", "probability": 0.951171875}, {"start": 1551.13, "end": 1551.49, "word": " sets", "probability": 0.90380859375}, {"start": 1551.49, "end": 1551.71, "word": " ل", "probability": 0.76123046875}, {"start": 1551.71, "end": 1552.07, "word": " number", "probability": 0.61962890625}, {"start": 1552.07, "end": 1552.39, "word": " of", "probability": 0.984375}, {"start": 1552.39, "end": 1553.13, "word": " servers", "probability": 0.475341796875}, {"start": 1553.13, "end": 1555.97, "word": " بالشكل", "probability": 0.9169921875}, {"start": 1555.97, "end": 1556.07, "word": " اللي", "probability": 0.975830078125}, {"start": 1556.07, "end": 1556.21, "word": " إحنا", "probability": 0.7843424479166666}, {"start": 1556.21, "end": 1556.79, "word": " شايفينه", "probability": 0.98662109375}, {"start": 1556.79, "end": 1556.99, "word": " في", "probability": 0.91845703125}, {"start": 1556.99, "end": 1557.15, "word": " and", "probability": 0.8505859375}, {"start": 1557.15, "end": 1557.53, "word": " small", "probability": 0.95556640625}, {"start": 1557.53, "end": 1557.75, "word": " في", "probability": 0.84814453125}, {"start": 1557.75, "end": 1558.61, "word": " rather", "probability": 0.9833984375}, {"start": 1558.61, "end": 1559.07, "word": " small", "probability": 0.95947265625}, {"start": 1559.07, "end": 1559.29, "word": " في", "probability": 0.77197265625}, {"start": 1559.29, "end": 1559.83, "word": " medium", "probability": 0.9423828125}, {"start": 1559.83, "end": 1560.19, "word": " في", "probability": 0.91943359375}, {"start": 1560.19, "end": 1561.31, "word": " rather", "probability": 0.98095703125}, {"start": 1561.31, "end": 1562.27, "word": " large", "probability": 0.95068359375}, {"start": 1562.27, "end": 1562.61, "word": " و", "probability": 0.88330078125}, {"start": 1562.61, "end": 1562.79, "word": " في", "probability": 0.68310546875}, {"start": 1562.79, "end": 1563.33, "word": " large", "probability": 0.9677734375}], "temperature": 1.0}, {"id": 71, "seek": 158203, "start": 1564.31, "end": 1582.03, "text": "هد ايش هتغير؟ هتغير طبعا في كل الـ structure اللي احنا اشتغلناه لأنه هيصير فيه تعديل على كل الجداول اللي اشتغلناها و أهمها يمكن اللي هي ال fuzzy association map هتتغير بدل ما كانت تلاتة في تلاتة هتصير لأ هتصير خمسة في تلاتة", "tokens": [3224, 3215, 1975, 1829, 8592, 8032, 2655, 17082, 13546, 22807, 8032, 2655, 17082, 13546, 23032, 3555, 3615, 995, 8978, 28242, 2423, 39184, 3877, 13672, 1829, 1975, 5016, 8315, 1975, 8592, 2655, 17082, 1211, 8315, 3224, 5296, 33456, 3224, 8032, 1829, 9381, 13546, 8978, 3224, 37279, 16254, 1211, 15844, 28242, 25724, 28259, 12610, 13672, 1829, 1975, 8592, 2655, 17082, 1211, 8315, 11296, 4032, 5551, 16095, 11296, 7251, 43020, 13672, 1829, 39896, 2423, 34710, 14598, 4471, 8032, 2655, 2655, 17082, 13546, 47525, 1211, 19446, 25961, 2655, 6055, 1211, 9307, 3660, 8978, 6055, 1211, 9307, 3660, 8032, 2655, 9381, 13546, 5296, 10721, 8032, 2655, 9381, 13546, 16490, 2304, 3794, 3660, 8978, 6055, 1211, 9307, 3660], "avg_logprob": -0.15210176569170655, "compression_ratio": 1.7904761904761906, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1564.31, "end": 1564.57, "word": "هد", "probability": 0.52044677734375}, {"start": 1564.57, "end": 1564.71, "word": " ايش", "probability": 0.755859375}, {"start": 1564.71, "end": 1565.39, "word": " هتغير؟", "probability": 0.93828125}, {"start": 1565.39, "end": 1565.83, "word": " هتغير", "probability": 0.9691162109375}, {"start": 1565.83, "end": 1566.13, "word": " طبعا", "probability": 0.949462890625}, {"start": 1566.13, "end": 1566.27, "word": " في", "probability": 0.80419921875}, {"start": 1566.27, "end": 1566.61, "word": " كل", "probability": 0.98876953125}, {"start": 1566.61, "end": 1566.99, "word": " الـ", "probability": 0.7880859375}, {"start": 1566.99, "end": 1567.35, "word": " structure", "probability": 0.55029296875}, {"start": 1567.35, "end": 1567.51, "word": " اللي", "probability": 0.91943359375}, {"start": 1567.51, "end": 1567.65, "word": " احنا", "probability": 0.8815104166666666}, {"start": 1567.65, "end": 1568.29, "word": " اشتغلناه", "probability": 0.9371512276785714}, {"start": 1568.29, "end": 1568.67, "word": " لأنه", "probability": 0.7428385416666666}, {"start": 1568.67, "end": 1568.93, "word": " هيصير", "probability": 0.7119140625}, {"start": 1568.93, "end": 1569.11, "word": " فيه", "probability": 0.888916015625}, {"start": 1569.11, "end": 1569.51, "word": " تعديل", "probability": 0.9619140625}, {"start": 1569.51, "end": 1569.67, "word": " على", "probability": 0.93798828125}, {"start": 1569.67, "end": 1570.09, "word": " كل", "probability": 0.98046875}, {"start": 1570.09, "end": 1570.75, "word": " الجداول", "probability": 0.7890625}, {"start": 1570.75, "end": 1570.87, "word": " اللي", "probability": 0.964599609375}, {"start": 1570.87, "end": 1571.49, "word": " اشتغلناها", "probability": 0.9709123883928571}, {"start": 1571.49, "end": 1572.25, "word": " و", "probability": 0.51904296875}, {"start": 1572.25, "end": 1572.65, "word": " أهمها", "probability": 0.8037923177083334}, {"start": 1572.65, "end": 1572.95, "word": " يمكن", "probability": 0.926025390625}, {"start": 1572.95, "end": 1573.23, "word": " اللي", "probability": 0.97265625}, {"start": 1573.23, "end": 1573.45, "word": " هي", "probability": 0.9013671875}, {"start": 1573.45, "end": 1573.71, "word": " ال", "probability": 0.9443359375}, {"start": 1573.71, "end": 1574.63, "word": " fuzzy", "probability": 0.367431640625}, {"start": 1574.63, "end": 1575.79, "word": " association", "probability": 0.92138671875}, {"start": 1575.79, "end": 1576.93, "word": " map", "probability": 0.85205078125}, {"start": 1576.93, "end": 1577.87, "word": " هتتغير", "probability": 0.970703125}, {"start": 1577.87, "end": 1578.31, "word": " بدل", "probability": 0.962158203125}, {"start": 1578.31, "end": 1578.43, "word": " ما", "probability": 0.96533203125}, {"start": 1578.43, "end": 1578.67, "word": " كانت", "probability": 0.95068359375}, {"start": 1578.67, "end": 1578.91, "word": " تلاتة", "probability": 0.77435302734375}, {"start": 1578.91, "end": 1578.95, "word": " في", "probability": 0.91748046875}, {"start": 1578.95, "end": 1579.21, "word": " تلاتة", "probability": 0.9854736328125}, {"start": 1579.21, "end": 1579.59, "word": " هتصير", "probability": 0.8834228515625}, {"start": 1579.59, "end": 1579.85, "word": " لأ", "probability": 0.77587890625}, {"start": 1579.85, "end": 1580.51, "word": " هتصير", "probability": 0.906005859375}, {"start": 1580.51, "end": 1581.17, "word": " خمسة", "probability": 0.9697265625}, {"start": 1581.17, "end": 1581.61, "word": " في", "probability": 0.98583984375}, {"start": 1581.61, "end": 1582.03, "word": " تلاتة", "probability": 0.9716796875}], "temperature": 1.0}, {"id": 72, "seek": 160796, "start": 1583.5, "end": 1607.96, "text": "Okay هنجي نتطلع كيف اتغيرت ال behavior تبعت أو السلوك لل relations مع بعضها إذا والله التغير مناسب معناته صار تعديل بناء عليها بنبدأ ان اعدل بحيث انه اقول في النهاية ان هذا ال system هيك خالص جاهز بيدخل حيث التنفيذ التنفيذ من أي ناحية؟ من ناحية انه بصير ياخد input من ال user و automatically بيعطي output", "tokens": [8297, 8032, 1863, 7435, 1829, 8717, 2655, 9566, 1211, 3615, 9122, 33911, 1975, 2655, 17082, 13546, 2655, 2423, 5223, 6055, 3555, 34268, 34051, 21136, 1211, 2407, 4117, 24976, 2299, 20449, 45030, 11242, 11296, 11933, 15730, 16070, 43761, 16712, 17082, 13546, 3714, 8315, 35457, 20449, 8315, 47395, 20328, 9640, 37279, 16254, 1211, 44945, 16606, 25894, 11296, 44945, 44510, 10721, 16472, 1975, 22488, 1211, 4724, 5016, 1829, 12984, 16472, 3224, 1975, 39648, 8978, 28239, 11296, 10632, 16472, 23758, 2423, 1185, 39896, 4117, 16490, 6027, 9381, 10874, 40294, 11622, 4724, 25708, 9778, 1211, 11331, 1829, 12984, 16712, 1863, 41185, 8848, 16712, 1863, 41185, 8848, 9154, 36632, 8717, 39319, 10632, 22807, 9154, 8717, 39319, 10632, 16472, 3224, 4724, 9381, 13546, 7251, 47283, 3215, 4846, 9154, 2423, 4195, 4032, 6772, 4724, 40228, 9566, 1829, 5598], "avg_logprob": -0.16066317453639198, "compression_ratio": 1.6870748299319729, "no_speech_prob": 0.0, "words": [{"start": 1583.5, "end": 1583.86, "word": "Okay", "probability": 0.57861328125}, {"start": 1583.86, "end": 1584.46, "word": " هنجي", "probability": 0.63507080078125}, {"start": 1584.46, "end": 1584.88, "word": " نتطلع", "probability": 0.85634765625}, {"start": 1584.88, "end": 1585.14, "word": " كيف", "probability": 0.9814453125}, {"start": 1585.14, "end": 1585.84, "word": " اتغيرت", "probability": 0.94609375}, {"start": 1585.84, "end": 1586.02, "word": " ال", "probability": 0.93798828125}, {"start": 1586.02, "end": 1586.36, "word": " behavior", "probability": 0.72216796875}, {"start": 1586.36, "end": 1586.76, "word": " تبعت", "probability": 0.7117513020833334}, {"start": 1586.76, "end": 1587.0, "word": " أو", "probability": 0.7763671875}, {"start": 1587.0, "end": 1588.02, "word": " السلوك", "probability": 0.95361328125}, {"start": 1588.02, "end": 1588.26, "word": " لل", "probability": 0.482177734375}, {"start": 1588.26, "end": 1589.04, "word": " relations", "probability": 0.7841796875}, {"start": 1589.04, "end": 1589.26, "word": " مع", "probability": 0.994140625}, {"start": 1589.26, "end": 1589.7, "word": " بعضها", "probability": 0.99853515625}, {"start": 1589.7, "end": 1590.24, "word": " إذا", "probability": 0.876953125}, {"start": 1590.24, "end": 1590.48, "word": " والله", "probability": 0.9453125}, {"start": 1590.48, "end": 1590.96, "word": " التغير", "probability": 0.9690755208333334}, {"start": 1590.96, "end": 1591.54, "word": " مناسب", "probability": 0.9697265625}, {"start": 1591.54, "end": 1592.34, "word": " معناته", "probability": 0.8014322916666666}, {"start": 1592.34, "end": 1592.56, "word": " صار", "probability": 0.910400390625}, {"start": 1592.56, "end": 1593.1, "word": " تعديل", "probability": 0.8829752604166666}, {"start": 1593.1, "end": 1593.64, "word": " بناء", "probability": 0.802978515625}, {"start": 1593.64, "end": 1593.86, "word": " عليها", "probability": 0.95751953125}, {"start": 1593.86, "end": 1594.52, "word": " بنبدأ", "probability": 0.9197591145833334}, {"start": 1594.52, "end": 1594.74, "word": " ان", "probability": 0.357666015625}, {"start": 1594.74, "end": 1595.3, "word": " اعدل", "probability": 0.8375651041666666}, {"start": 1595.3, "end": 1595.78, "word": " بحيث", "probability": 0.927734375}, {"start": 1595.78, "end": 1595.96, "word": " انه", "probability": 0.82177734375}, {"start": 1595.96, "end": 1596.16, "word": " اقول", "probability": 0.80810546875}, {"start": 1596.16, "end": 1596.3, "word": " في", "probability": 0.93359375}, {"start": 1596.3, "end": 1596.7, "word": " النهاية", "probability": 0.9622395833333334}, {"start": 1596.7, "end": 1596.84, "word": " ان", "probability": 0.80517578125}, {"start": 1596.84, "end": 1597.04, "word": " هذا", "probability": 0.4990234375}, {"start": 1597.04, "end": 1597.18, "word": " ال", "probability": 0.9130859375}, {"start": 1597.18, "end": 1597.4, "word": " system", "probability": 0.91015625}, {"start": 1597.4, "end": 1597.64, "word": " هيك", "probability": 0.528564453125}, {"start": 1597.64, "end": 1598.24, "word": " خالص", "probability": 0.99755859375}, {"start": 1598.24, "end": 1599.22, "word": " جاهز", "probability": 0.9855143229166666}, {"start": 1599.22, "end": 1600.68, "word": " بيدخل", "probability": 0.9266357421875}, {"start": 1600.68, "end": 1601.3, "word": " حيث", "probability": 0.8155924479166666}, {"start": 1601.3, "end": 1601.86, "word": " التنفيذ", "probability": 0.9638671875}, {"start": 1601.86, "end": 1602.6, "word": " التنفيذ", "probability": 0.9664306640625}, {"start": 1602.6, "end": 1602.7, "word": " من", "probability": 0.974609375}, {"start": 1602.7, "end": 1602.84, "word": " أي", "probability": 0.70654296875}, {"start": 1602.84, "end": 1603.54, "word": " ناحية؟", "probability": 0.8681640625}, {"start": 1603.54, "end": 1603.62, "word": " من", "probability": 0.9716796875}, {"start": 1603.62, "end": 1603.9, "word": " ناحية", "probability": 0.9912109375}, {"start": 1603.9, "end": 1604.14, "word": " انه", "probability": 0.864013671875}, {"start": 1604.14, "end": 1604.38, "word": " بصير", "probability": 0.7041829427083334}, {"start": 1604.38, "end": 1604.72, "word": " ياخد", "probability": 0.9708658854166666}, {"start": 1604.72, "end": 1605.12, "word": " input", "probability": 0.98486328125}, {"start": 1605.12, "end": 1605.42, "word": " من", "probability": 0.994140625}, {"start": 1605.42, "end": 1605.86, "word": " ال", "probability": 0.9365234375}, {"start": 1605.86, "end": 1606.26, "word": " user", "probability": 0.83544921875}, {"start": 1606.26, "end": 1606.5, "word": " و", "probability": 0.75732421875}, {"start": 1606.5, "end": 1606.9, "word": " automatically", "probability": 0.6865234375}, {"start": 1606.9, "end": 1607.38, "word": " بيعطي", "probability": 0.861572265625}, {"start": 1607.38, "end": 1607.96, "word": " output", "probability": 0.97998046875}], "temperature": 1.0}, {"id": 73, "seek": 163453, "start": 1608.95, "end": 1634.53, "text": "لأن ال user طبعا مش هيشوف ال relations اللي احنا شايفينها هذه ال relations لل test عشان انا اتأكد ان هو ال relation صحيحة فبصير هو بس بيعطي قيم بيعطي قيم ل ال time بيعطي قيم ل ال servers بيعطي قيم ل ال utilization factor و بتوقع مني اطبقهم على المعادلات اللي جدامي هنا او ال curves اللي جدامي عشان انا اعطيه فقط قيمة n مش اكتر", "tokens": [1211, 33456, 2423, 4195, 23032, 3555, 3615, 995, 37893, 39896, 8592, 38688, 2423, 2299, 13672, 1829, 1975, 5016, 8315, 13412, 995, 33911, 9957, 11296, 29538, 2423, 2299, 24976, 1500, 6225, 8592, 7649, 1975, 8315, 1975, 2655, 10721, 4117, 3215, 16472, 31439, 2423, 9721, 20328, 5016, 1829, 5016, 3660, 6156, 3555, 9381, 13546, 31439, 4724, 3794, 4724, 40228, 9566, 1829, 12174, 32640, 4724, 40228, 9566, 1829, 12174, 32640, 5296, 2423, 565, 4724, 40228, 9566, 1829, 12174, 32640, 5296, 2423, 15909, 4724, 40228, 9566, 1829, 12174, 32640, 5296, 2423, 37074, 5952, 4032, 39894, 30543, 3615, 9154, 1829, 1975, 9566, 3555, 4587, 16095, 15844, 9673, 3615, 18513, 1211, 9307, 13672, 1829, 10874, 3215, 10943, 1829, 34105, 1975, 2407, 2423, 19490, 13672, 1829, 10874, 3215, 10943, 1829, 6225, 8592, 7649, 1975, 8315, 1975, 3615, 9566, 1829, 3224, 6156, 47432, 12174, 32640, 3660, 297, 37893, 1975, 4117, 2655, 2288], "avg_logprob": -0.14946121018508385, "compression_ratio": 2.003875968992248, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1608.95, "end": 1609.37, "word": "لأن", "probability": 0.855224609375}, {"start": 1609.37, "end": 1609.57, "word": " ال", "probability": 0.66455078125}, {"start": 1609.57, "end": 1609.79, "word": " user", "probability": 0.3984375}, {"start": 1609.79, "end": 1610.07, "word": " طبعا", "probability": 0.865478515625}, {"start": 1610.07, "end": 1610.17, "word": " مش", "probability": 0.35546875}, {"start": 1610.17, "end": 1610.49, "word": " هيشوف", "probability": 0.8388671875}, {"start": 1610.49, "end": 1610.69, "word": " ال", "probability": 0.96435546875}, {"start": 1610.69, "end": 1611.35, "word": " relations", "probability": 0.67919921875}, {"start": 1611.35, "end": 1611.53, "word": " اللي", "probability": 0.91796875}, {"start": 1611.53, "end": 1611.69, "word": " احنا", "probability": 0.7784016927083334}, {"start": 1611.69, "end": 1612.19, "word": " شايفينها", "probability": 0.98193359375}, {"start": 1612.19, "end": 1612.67, "word": " هذه", "probability": 0.391845703125}, {"start": 1612.67, "end": 1612.77, "word": " ال", "probability": 0.80810546875}, {"start": 1612.77, "end": 1613.09, "word": " relations", "probability": 0.8896484375}, {"start": 1613.09, "end": 1613.45, "word": " لل", "probability": 0.72412109375}, {"start": 1613.45, "end": 1613.89, "word": " test", "probability": 0.89990234375}, {"start": 1613.89, "end": 1614.67, "word": " عشان", "probability": 0.9293619791666666}, {"start": 1614.67, "end": 1614.81, "word": " انا", "probability": 0.800537109375}, {"start": 1614.81, "end": 1615.19, "word": " اتأكد", "probability": 0.89140625}, {"start": 1615.19, "end": 1615.29, "word": " ان", "probability": 0.669921875}, {"start": 1615.29, "end": 1615.47, "word": " هو", "probability": 0.40185546875}, {"start": 1615.47, "end": 1615.61, "word": " ال", "probability": 0.74560546875}, {"start": 1615.61, "end": 1616.01, "word": " relation", "probability": 0.619140625}, {"start": 1616.01, "end": 1617.01, "word": " صحيحة", "probability": 0.97001953125}, {"start": 1617.01, "end": 1617.69, "word": " فبصير", "probability": 0.8992919921875}, {"start": 1617.69, "end": 1617.85, "word": " هو", "probability": 0.93359375}, {"start": 1617.85, "end": 1618.05, "word": " بس", "probability": 0.98681640625}, {"start": 1618.05, "end": 1618.43, "word": " بيعطي", "probability": 0.82568359375}, {"start": 1618.43, "end": 1618.69, "word": " قيم", "probability": 0.975341796875}, {"start": 1618.69, "end": 1619.47, "word": " بيعطي", "probability": 0.9205322265625}, {"start": 1619.47, "end": 1619.67, "word": " قيم", "probability": 0.983154296875}, {"start": 1619.67, "end": 1619.89, "word": " ل", "probability": 0.5703125}, {"start": 1619.89, "end": 1620.35, "word": " ال", "probability": 0.91162109375}, {"start": 1620.35, "end": 1620.67, "word": " time", "probability": 0.818359375}, {"start": 1620.67, "end": 1621.33, "word": " بيعطي", "probability": 0.927001953125}, {"start": 1621.33, "end": 1621.53, "word": " قيم", "probability": 0.988037109375}, {"start": 1621.53, "end": 1621.83, "word": " ل", "probability": 0.65283203125}, {"start": 1621.83, "end": 1622.21, "word": " ال", "probability": 0.91357421875}, {"start": 1622.21, "end": 1622.85, "word": " servers", "probability": 0.9365234375}, {"start": 1622.85, "end": 1623.51, "word": " بيعطي", "probability": 0.9783935546875}, {"start": 1623.51, "end": 1623.71, "word": " قيم", "probability": 0.989501953125}, {"start": 1623.71, "end": 1624.01, "word": " ل", "probability": 0.8212890625}, {"start": 1624.01, "end": 1624.47, "word": " ال", "probability": 0.92919921875}, {"start": 1624.47, "end": 1624.93, "word": " utilization", "probability": 0.94287109375}, {"start": 1624.93, "end": 1625.65, "word": " factor", "probability": 0.9072265625}, {"start": 1625.65, "end": 1626.27, "word": " و", "probability": 0.61279296875}, {"start": 1626.27, "end": 1627.03, "word": " بتوقع", "probability": 0.8192545572916666}, {"start": 1627.03, "end": 1627.49, "word": " مني", "probability": 0.92822265625}, {"start": 1627.49, "end": 1628.25, "word": " اطبقهم", "probability": 0.91962890625}, {"start": 1628.25, "end": 1628.55, "word": " على", "probability": 0.93505859375}, {"start": 1628.55, "end": 1630.17, "word": " المعادلات", "probability": 0.96279296875}, {"start": 1630.17, "end": 1630.29, "word": " اللي", "probability": 0.96240234375}, {"start": 1630.29, "end": 1630.63, "word": " جدامي", "probability": 0.8096923828125}, {"start": 1630.63, "end": 1630.75, "word": " هنا", "probability": 0.962890625}, {"start": 1630.75, "end": 1630.89, "word": " او", "probability": 0.78173828125}, {"start": 1630.89, "end": 1630.99, "word": " ال", "probability": 0.7001953125}, {"start": 1630.99, "end": 1631.23, "word": " curves", "probability": 0.9697265625}, {"start": 1631.23, "end": 1631.39, "word": " اللي", "probability": 0.994384765625}, {"start": 1631.39, "end": 1631.87, "word": " جدامي", "probability": 0.971923828125}, {"start": 1631.87, "end": 1632.33, "word": " عشان", "probability": 0.9871419270833334}, {"start": 1632.33, "end": 1632.49, "word": " انا", "probability": 0.94970703125}, {"start": 1632.49, "end": 1632.91, "word": " اعطيه", "probability": 0.88349609375}, {"start": 1632.91, "end": 1633.15, "word": " فقط", "probability": 0.984619140625}, {"start": 1633.15, "end": 1633.55, "word": " قيمة", "probability": 0.9954427083333334}, {"start": 1633.55, "end": 1633.79, "word": " n", "probability": 0.49462890625}, {"start": 1633.79, "end": 1634.21, "word": " مش", "probability": 0.9013671875}, {"start": 1634.21, "end": 1634.53, "word": " اكتر", "probability": 0.9013671875}], "temperature": 1.0}, {"id": 74, "seek": 166314, "start": 1635.34, "end": 1663.14, "text": "بنعطيه قيمة n فبنعمل modeling في هذه الحالة بالشكل اللي احنا .. اللي احنا شايفينه الجزء الأخير ضال ان اعمل tuning للـ fuzzy system بنعمل review model input output variables و بنغير حسب ال range بتاعتنا فممكن ال range اللي كان موجود عندى اعملها اعادة تعريف من أول و جديد و نغيرها في الحالة اللي عندنا ممكن نعمل review لل fuzzy sets", "tokens": [3555, 1863, 3615, 9566, 1829, 3224, 12174, 32640, 3660, 297, 6156, 3555, 1863, 25957, 1211, 15983, 8978, 29538, 21542, 6027, 3660, 20666, 8592, 28820, 13672, 1829, 1975, 5016, 8315, 4386, 13672, 1829, 1975, 5016, 8315, 13412, 995, 33911, 9957, 3224, 25724, 11622, 38207, 16247, 9778, 13546, 48812, 6027, 16472, 1975, 25957, 1211, 15164, 24976, 39184, 34710, 1185, 44945, 25957, 1211, 3131, 2316, 4846, 5598, 9102, 4032, 44945, 17082, 13546, 11331, 35457, 2423, 3613, 39894, 995, 34268, 8315, 6156, 2304, 43020, 2423, 3613, 13672, 1829, 25961, 3714, 29245, 23328, 43242, 7578, 1975, 25957, 1211, 11296, 1975, 3615, 18513, 3660, 37279, 16572, 5172, 9154, 5551, 12610, 4032, 10874, 16254, 3215, 4032, 8717, 17082, 13546, 11296, 8978, 21542, 6027, 3660, 13672, 1829, 43242, 8315, 3714, 43020, 8717, 25957, 1211, 3131, 24976, 34710, 6352], "avg_logprob": -0.17724236231723814, "compression_ratio": 1.8133802816901408, "no_speech_prob": 0.0, "words": [{"start": 1635.34, "end": 1635.82, "word": "بنعطيه", "probability": 0.868408203125}, {"start": 1635.82, "end": 1636.06, "word": " قيمة", "probability": 0.9930013020833334}, {"start": 1636.06, "end": 1636.24, "word": " n", "probability": 0.1688232421875}, {"start": 1636.24, "end": 1636.72, "word": " فبنعمل", "probability": 0.9298828125}, {"start": 1636.72, "end": 1637.02, "word": " modeling", "probability": 0.62548828125}, {"start": 1637.02, "end": 1637.3, "word": " في", "probability": 0.912109375}, {"start": 1637.3, "end": 1637.5, "word": " هذه", "probability": 0.407470703125}, {"start": 1637.5, "end": 1637.9, "word": " الحالة", "probability": 0.9913736979166666}, {"start": 1637.9, "end": 1638.7, "word": " بالشكل", "probability": 0.89013671875}, {"start": 1638.7, "end": 1638.86, "word": " اللي", "probability": 0.939453125}, {"start": 1638.86, "end": 1639.12, "word": " احنا", "probability": 0.86669921875}, {"start": 1639.12, "end": 1639.26, "word": " ..", "probability": 0.3291015625}, {"start": 1639.26, "end": 1639.82, "word": " اللي", "probability": 0.970458984375}, {"start": 1639.82, "end": 1639.96, "word": " احنا", "probability": 0.8899739583333334}, {"start": 1639.96, "end": 1640.4, "word": " شايفينه", "probability": 0.9751953125}, {"start": 1640.4, "end": 1641.44, "word": " الجزء", "probability": 0.9529622395833334}, {"start": 1641.44, "end": 1642.2, "word": " الأخير", "probability": 0.7958984375}, {"start": 1642.2, "end": 1642.56, "word": " ضال", "probability": 0.59228515625}, {"start": 1642.56, "end": 1642.92, "word": " ان", "probability": 0.56689453125}, {"start": 1642.92, "end": 1643.44, "word": " اعمل", "probability": 0.83154296875}, {"start": 1643.44, "end": 1644.54, "word": " tuning", "probability": 0.93994140625}, {"start": 1644.54, "end": 1644.88, "word": " للـ", "probability": 0.612548828125}, {"start": 1644.88, "end": 1645.04, "word": " fuzzy", "probability": 0.568359375}, {"start": 1645.04, "end": 1645.48, "word": " system", "probability": 0.96142578125}, {"start": 1645.48, "end": 1646.22, "word": " بنعمل", "probability": 0.85107421875}, {"start": 1646.22, "end": 1646.74, "word": " review", "probability": 0.58447265625}, {"start": 1646.74, "end": 1647.12, "word": " model", "probability": 0.935546875}, {"start": 1647.12, "end": 1647.48, "word": " input", "probability": 0.9423828125}, {"start": 1647.48, "end": 1647.98, "word": " output", "probability": 0.8603515625}, {"start": 1647.98, "end": 1648.76, "word": " variables", "probability": 0.90478515625}, {"start": 1648.76, "end": 1649.32, "word": " و", "probability": 0.58349609375}, {"start": 1649.32, "end": 1651.04, "word": " بنغير", "probability": 0.84912109375}, {"start": 1651.04, "end": 1652.62, "word": " حسب", "probability": 0.981689453125}, {"start": 1652.62, "end": 1653.96, "word": " ال", "probability": 0.96533203125}, {"start": 1653.96, "end": 1654.22, "word": " range", "probability": 0.469482421875}, {"start": 1654.22, "end": 1654.84, "word": " بتاعتنا", "probability": 0.694793701171875}, {"start": 1654.84, "end": 1655.28, "word": " فممكن", "probability": 0.9474283854166666}, {"start": 1655.28, "end": 1655.46, "word": " ال", "probability": 0.96240234375}, {"start": 1655.46, "end": 1655.66, "word": " range", "probability": 0.955078125}, {"start": 1655.66, "end": 1655.82, "word": " اللي", "probability": 0.905517578125}, {"start": 1655.82, "end": 1655.96, "word": " كان", "probability": 0.99072265625}, {"start": 1655.96, "end": 1656.22, "word": " موجود", "probability": 0.9249674479166666}, {"start": 1656.22, "end": 1656.48, "word": " عندى", "probability": 0.8076171875}, {"start": 1656.48, "end": 1656.84, "word": " اعملها", "probability": 0.865966796875}, {"start": 1656.84, "end": 1657.4, "word": " اعادة", "probability": 0.86474609375}, {"start": 1657.4, "end": 1657.96, "word": " تعريف", "probability": 0.9899088541666666}, {"start": 1657.96, "end": 1658.08, "word": " من", "probability": 0.98681640625}, {"start": 1658.08, "end": 1658.26, "word": " أول", "probability": 0.847900390625}, {"start": 1658.26, "end": 1658.38, "word": " و", "probability": 0.81201171875}, {"start": 1658.38, "end": 1658.66, "word": " جديد", "probability": 0.9366861979166666}, {"start": 1658.66, "end": 1658.76, "word": " و", "probability": 0.96337890625}, {"start": 1658.76, "end": 1659.32, "word": " نغيرها", "probability": 0.912841796875}, {"start": 1659.32, "end": 1660.38, "word": " في", "probability": 0.9306640625}, {"start": 1660.38, "end": 1660.64, "word": " الحالة", "probability": 0.9708658854166666}, {"start": 1660.64, "end": 1660.74, "word": " اللي", "probability": 0.96240234375}, {"start": 1660.74, "end": 1661.06, "word": " عندنا", "probability": 0.881103515625}, {"start": 1661.06, "end": 1661.46, "word": " ممكن", "probability": 0.96484375}, {"start": 1661.46, "end": 1661.78, "word": " نعمل", "probability": 0.9954427083333334}, {"start": 1661.78, "end": 1662.04, "word": " review", "probability": 0.84814453125}, {"start": 1662.04, "end": 1662.24, "word": " لل", "probability": 0.64111328125}, {"start": 1662.24, "end": 1662.58, "word": " fuzzy", "probability": 0.84619140625}, {"start": 1662.58, "end": 1663.14, "word": " sets", "probability": 0.86376953125}], "temperature": 1.0}, {"id": 75, "seek": 168704, "start": 1664.08, "end": 1687.04, "text": "الـ Fuzzy sets برضه ممكن نغيرها زي ما عملنا تاوي قبل شوية اضفنا rather small و rather large ممكن نعدل في ال .. ال range نفسه ل ال universe of discourse ممكن نعمل overlapped أكتر بين ال sets و بعضها نزود ال .. ال overlapped area", "tokens": [6027, 39184, 479, 30601, 6352, 4724, 43042, 3224, 3714, 43020, 8717, 17082, 13546, 11296, 30767, 1829, 19446, 6225, 42213, 8315, 6055, 995, 45865, 12174, 36150, 13412, 2407, 10632, 1975, 11242, 5172, 8315, 2831, 1359, 4032, 2831, 2416, 3714, 43020, 8717, 22488, 1211, 8978, 2423, 4386, 2423, 3613, 8717, 36178, 3224, 5296, 2423, 6445, 295, 23938, 3714, 43020, 8717, 25957, 1211, 670, 875, 3320, 5551, 4117, 2655, 2288, 49374, 2423, 6352, 4032, 45030, 11242, 11296, 8717, 11622, 23328, 2423, 4386, 2423, 670, 875, 3320, 1859], "avg_logprob": -0.19007352590560914, "compression_ratio": 1.5406698564593302, "no_speech_prob": 0.0, "words": [{"start": 1664.08, "end": 1664.38, "word": "الـ", "probability": 0.9150390625}, {"start": 1664.38, "end": 1664.56, "word": " Fuzzy", "probability": 0.7109375}, {"start": 1664.56, "end": 1664.8, "word": " sets", "probability": 0.568359375}, {"start": 1664.8, "end": 1665.1, "word": " برضه", "probability": 0.9599609375}, {"start": 1665.1, "end": 1665.36, "word": " ممكن", "probability": 0.98291015625}, {"start": 1665.36, "end": 1665.82, "word": " نغيرها", "probability": 0.8983154296875}, {"start": 1665.82, "end": 1665.98, "word": " زي", "probability": 0.938232421875}, {"start": 1665.98, "end": 1666.08, "word": " ما", "probability": 0.97216796875}, {"start": 1666.08, "end": 1666.36, "word": " عملنا", "probability": 0.9801432291666666}, {"start": 1666.36, "end": 1666.6, "word": " تاوي", "probability": 0.4403483072916667}, {"start": 1666.6, "end": 1666.78, "word": " قبل", "probability": 0.969970703125}, {"start": 1666.78, "end": 1667.12, "word": " شوية", "probability": 0.9495442708333334}, {"start": 1667.12, "end": 1667.96, "word": " اضفنا", "probability": 0.68841552734375}, {"start": 1667.96, "end": 1668.5, "word": " rather", "probability": 0.8818359375}, {"start": 1668.5, "end": 1668.86, "word": " small", "probability": 0.94482421875}, {"start": 1668.86, "end": 1669.0, "word": " و", "probability": 0.9365234375}, {"start": 1669.0, "end": 1669.22, "word": " rather", "probability": 0.94873046875}, {"start": 1669.22, "end": 1670.24, "word": " large", "probability": 0.96630859375}, {"start": 1670.24, "end": 1671.64, "word": " ممكن", "probability": 0.96484375}, {"start": 1671.64, "end": 1673.44, "word": " نعدل", "probability": 0.9324544270833334}, {"start": 1673.44, "end": 1674.0, "word": " في", "probability": 0.9423828125}, {"start": 1674.0, "end": 1674.62, "word": " ال", "probability": 0.98388671875}, {"start": 1674.62, "end": 1675.68, "word": " ..", "probability": 0.495361328125}, {"start": 1675.68, "end": 1676.64, "word": " ال", "probability": 0.9140625}, {"start": 1676.64, "end": 1676.92, "word": " range", "probability": 0.771484375}, {"start": 1676.92, "end": 1677.54, "word": " نفسه", "probability": 0.99609375}, {"start": 1677.54, "end": 1678.02, "word": " ل", "probability": 0.61572265625}, {"start": 1678.02, "end": 1678.48, "word": " ال", "probability": 0.552734375}, {"start": 1678.48, "end": 1678.86, "word": " universe", "probability": 0.79736328125}, {"start": 1678.86, "end": 1679.06, "word": " of", "probability": 0.9697265625}, {"start": 1679.06, "end": 1679.52, "word": " discourse", "probability": 0.268310546875}, {"start": 1679.52, "end": 1680.68, "word": " ممكن", "probability": 0.981689453125}, {"start": 1680.68, "end": 1681.42, "word": " نعمل", "probability": 0.9931640625}, {"start": 1681.42, "end": 1682.08, "word": " overlapped", "probability": 0.7528483072916666}, {"start": 1682.08, "end": 1682.86, "word": " أكتر", "probability": 0.943603515625}, {"start": 1682.86, "end": 1683.72, "word": " بين", "probability": 0.974609375}, {"start": 1683.72, "end": 1684.12, "word": " ال", "probability": 0.9794921875}, {"start": 1684.12, "end": 1684.32, "word": " sets", "probability": 0.9326171875}, {"start": 1684.32, "end": 1684.46, "word": " و", "probability": 0.61279296875}, {"start": 1684.46, "end": 1684.84, "word": " بعضها", "probability": 0.9959309895833334}, {"start": 1684.84, "end": 1685.74, "word": " نزود", "probability": 0.90234375}, {"start": 1685.74, "end": 1685.92, "word": " ال", "probability": 0.947265625}, {"start": 1685.92, "end": 1685.92, "word": " ..", "probability": 0.453857421875}, {"start": 1685.92, "end": 1686.22, "word": " ال", "probability": 0.90234375}, {"start": 1686.22, "end": 1686.68, "word": " overlapped", "probability": 0.770751953125}, {"start": 1686.68, "end": 1687.04, "word": " area", "probability": 0.86767578125}], "temperature": 1.0}, {"id": 76, "seek": 171702, "start": 1688.24, "end": 1717.02, "text": "طبعاً عادة بيستخدم أن يكون 25% بين ال .. ال .. Trapezoid و ال triangle و بين ال triangle و بعضها ممكن يكون من .. من 25% ل 50% overlapped ممكن نراجع ال existing rules ممكن ال existing rules نفسها فيها مشكلة إذا وجدنا أن ال behavior ال curves اللي احنا شوفناها فيها مشكلة ممكن نراجع ال .. ال rules نفسها ممكن نعمل", "tokens": [9566, 3555, 3615, 995, 14111, 6225, 18513, 3660, 4724, 1829, 14851, 9778, 40448, 14739, 7251, 30544, 3552, 4, 49374, 2423, 4386, 2423, 4386, 5403, 494, 4765, 327, 4032, 2423, 13369, 4032, 49374, 2423, 13369, 4032, 45030, 11242, 11296, 3714, 43020, 7251, 30544, 9154, 4386, 9154, 3552, 4, 5296, 2625, 4, 670, 875, 3320, 3714, 43020, 8717, 2288, 26108, 3615, 2423, 6741, 4474, 3714, 43020, 2423, 6741, 4474, 8717, 36178, 11296, 8978, 11296, 37893, 28820, 3660, 11933, 15730, 49610, 3215, 8315, 14739, 2423, 5223, 2423, 19490, 13672, 1829, 1975, 5016, 8315, 13412, 38688, 8315, 11296, 8978, 11296, 37893, 28820, 3660, 3714, 43020, 8717, 2288, 26108, 3615, 2423, 4386, 2423, 4474, 8717, 36178, 11296, 3714, 43020, 8717, 25957, 1211], "avg_logprob": -0.16565147964125973, "compression_ratio": 1.9211618257261411, "no_speech_prob": 0.0, "words": [{"start": 1688.24, "end": 1688.72, "word": "طبعاً", "probability": 0.815771484375}, {"start": 1688.72, "end": 1689.34, "word": " عادة", "probability": 0.9685872395833334}, {"start": 1689.34, "end": 1690.18, "word": " بيستخدم", "probability": 0.91259765625}, {"start": 1690.18, "end": 1690.48, "word": " أن", "probability": 0.5634765625}, {"start": 1690.48, "end": 1690.82, "word": " يكون", "probability": 0.8115234375}, {"start": 1690.82, "end": 1691.4, "word": " 25", "probability": 0.75341796875}, {"start": 1691.4, "end": 1691.9, "word": "%", "probability": 0.93505859375}, {"start": 1691.9, "end": 1692.32, "word": " بين", "probability": 0.95654296875}, {"start": 1692.32, "end": 1693.24, "word": " ال", "probability": 0.712890625}, {"start": 1693.24, "end": 1693.24, "word": " ..", "probability": 0.349609375}, {"start": 1693.24, "end": 1694.44, "word": " ال", "probability": 0.77783203125}, {"start": 1694.44, "end": 1694.44, "word": " ..", "probability": 0.69970703125}, {"start": 1694.44, "end": 1695.86, "word": " Trapezoid", "probability": 0.71820068359375}, {"start": 1695.86, "end": 1696.24, "word": " و", "probability": 0.6181640625}, {"start": 1696.24, "end": 1696.5, "word": " ال", "probability": 0.406494140625}, {"start": 1696.5, "end": 1697.04, "word": " triangle", "probability": 0.5732421875}, {"start": 1697.04, "end": 1697.48, "word": " و", "probability": 0.7490234375}, {"start": 1697.48, "end": 1697.64, "word": " بين", "probability": 0.9853515625}, {"start": 1697.64, "end": 1697.78, "word": " ال", "probability": 0.9833984375}, {"start": 1697.78, "end": 1698.18, "word": " triangle", "probability": 0.58154296875}, {"start": 1698.18, "end": 1698.34, "word": " و", "probability": 0.7509765625}, {"start": 1698.34, "end": 1698.74, "word": " بعضها", "probability": 0.998046875}, {"start": 1698.74, "end": 1699.12, "word": " ممكن", "probability": 0.982421875}, {"start": 1699.12, "end": 1699.38, "word": " يكون", "probability": 0.982666015625}, {"start": 1699.38, "end": 1699.54, "word": " من", "probability": 0.98486328125}, {"start": 1699.54, "end": 1699.66, "word": " ..", "probability": 0.43701171875}, {"start": 1699.66, "end": 1699.76, "word": " من", "probability": 0.97509765625}, {"start": 1699.76, "end": 1700.24, "word": " 25", "probability": 0.92822265625}, {"start": 1700.24, "end": 1700.84, "word": "%", "probability": 0.76416015625}, {"start": 1700.84, "end": 1701.1, "word": " ل", "probability": 0.9677734375}, {"start": 1701.1, "end": 1701.58, "word": " 50", "probability": 0.5302734375}, {"start": 1701.58, "end": 1702.12, "word": "%", "probability": 0.998046875}, {"start": 1702.12, "end": 1702.9, "word": " overlapped", "probability": 0.7183430989583334}, {"start": 1702.9, "end": 1705.16, "word": " ممكن", "probability": 0.970703125}, {"start": 1705.16, "end": 1705.8, "word": " نراجع", "probability": 0.905517578125}, {"start": 1705.8, "end": 1706.04, "word": " ال", "probability": 0.9853515625}, {"start": 1706.04, "end": 1706.52, "word": " existing", "probability": 0.94091796875}, {"start": 1706.52, "end": 1707.48, "word": " rules", "probability": 0.86328125}, {"start": 1707.48, "end": 1708.1, "word": " ممكن", "probability": 0.935302734375}, {"start": 1708.1, "end": 1708.68, "word": " ال", "probability": 0.970703125}, {"start": 1708.68, "end": 1709.06, "word": " existing", "probability": 0.97216796875}, {"start": 1709.06, "end": 1709.44, "word": " rules", "probability": 0.87841796875}, {"start": 1709.44, "end": 1709.78, "word": " نفسها", "probability": 0.9908854166666666}, {"start": 1709.78, "end": 1709.98, "word": " فيها", "probability": 0.983154296875}, {"start": 1709.98, "end": 1710.4, "word": " مشكلة", "probability": 0.9890950520833334}, {"start": 1710.4, "end": 1710.62, "word": " إذا", "probability": 0.875}, {"start": 1710.62, "end": 1710.98, "word": " وجدنا", "probability": 0.9461263020833334}, {"start": 1710.98, "end": 1711.12, "word": " أن", "probability": 0.7607421875}, {"start": 1711.12, "end": 1711.22, "word": " ال", "probability": 0.91259765625}, {"start": 1711.22, "end": 1711.58, "word": " behavior", "probability": 0.92041015625}, {"start": 1711.58, "end": 1711.92, "word": " ال", "probability": 0.8759765625}, {"start": 1711.92, "end": 1712.3, "word": " curves", "probability": 0.94873046875}, {"start": 1712.3, "end": 1712.44, "word": " اللي", "probability": 0.97021484375}, {"start": 1712.44, "end": 1712.58, "word": " احنا", "probability": 0.81787109375}, {"start": 1712.58, "end": 1713.04, "word": " شوفناها", "probability": 0.8802490234375}, {"start": 1713.04, "end": 1713.3, "word": " فيها", "probability": 0.99169921875}, {"start": 1713.3, "end": 1713.78, "word": " مشكلة", "probability": 0.98876953125}, {"start": 1713.78, "end": 1714.28, "word": " ممكن", "probability": 0.985107421875}, {"start": 1714.28, "end": 1714.66, "word": " نراجع", "probability": 0.8924560546875}, {"start": 1714.66, "end": 1714.86, "word": " ال", "probability": 0.98876953125}, {"start": 1714.86, "end": 1714.86, "word": " ..", "probability": 0.84912109375}, {"start": 1714.86, "end": 1715.42, "word": " ال", "probability": 0.98681640625}, {"start": 1715.42, "end": 1715.66, "word": " rules", "probability": 0.7529296875}, {"start": 1715.66, "end": 1716.16, "word": " نفسها", "probability": 0.99462890625}, {"start": 1716.16, "end": 1716.6, "word": " ممكن", "probability": 0.920166015625}, {"start": 1716.6, "end": 1717.02, "word": " نعمل", "probability": 0.998046875}], "temperature": 1.0}, {"id": 77, "seek": 174348, "start": 1717.94, "end": 1743.48, "text": "بعد هيك مراجعة لل rule based for opportunities to write hedge متذكرين الهدج؟ الهدج هي اللي اتكلمنا عنها اللي هي الأطراف ال edges تبعتنا ممكن نعدل فيها كمان و نغير مش بضروري تكون linear كلها فبصير فيه تعديلات ممكن نعمل ال tools نفسها ال execution weight ممكن نعدل برضه في", "tokens": [3555, 22488, 39896, 4117, 3714, 2288, 26108, 27884, 24976, 4978, 2361, 337, 4786, 281, 2464, 25304, 44650, 8848, 37983, 9957, 2423, 3224, 3215, 7435, 22807, 2423, 3224, 3215, 7435, 39896, 13672, 1829, 1975, 2655, 4117, 19528, 8315, 18871, 11296, 13672, 1829, 39896, 16247, 9566, 23557, 5172, 2423, 8819, 6055, 3555, 34268, 8315, 3714, 43020, 8717, 22488, 1211, 8978, 11296, 9122, 2304, 7649, 4032, 8717, 17082, 13546, 37893, 4724, 11242, 2288, 13063, 1829, 6055, 30544, 8213, 28242, 11296, 6156, 3555, 9381, 13546, 8978, 3224, 37279, 16254, 1211, 9307, 3714, 43020, 8717, 25957, 1211, 2423, 3873, 8717, 36178, 11296, 2423, 15058, 3364, 3714, 43020, 8717, 22488, 1211, 4724, 43042, 3224, 8978], "avg_logprob": -0.15710226663134313, "compression_ratio": 1.6785714285714286, "no_speech_prob": 0.0, "words": [{"start": 1717.94, "end": 1718.36, "word": "بعد", "probability": 0.919677734375}, {"start": 1718.36, "end": 1718.7, "word": " هيك", "probability": 0.919921875}, {"start": 1718.7, "end": 1719.46, "word": " مراجعة", "probability": 0.8902587890625}, {"start": 1719.46, "end": 1719.68, "word": " لل", "probability": 0.5390625}, {"start": 1719.68, "end": 1719.82, "word": " rule", "probability": 0.275390625}, {"start": 1719.82, "end": 1720.24, "word": " based", "probability": 0.85107421875}, {"start": 1720.24, "end": 1720.56, "word": " for", "probability": 0.7138671875}, {"start": 1720.56, "end": 1721.42, "word": " opportunities", "probability": 0.8837890625}, {"start": 1721.42, "end": 1722.1, "word": " to", "probability": 0.931640625}, {"start": 1722.1, "end": 1722.5, "word": " write", "probability": 0.90185546875}, {"start": 1722.5, "end": 1723.52, "word": " hedge", "probability": 0.327880859375}, {"start": 1723.52, "end": 1724.32, "word": " متذكرين", "probability": 0.8343505859375}, {"start": 1724.32, "end": 1724.82, "word": " الهدج؟", "probability": 0.6531494140625}, {"start": 1724.82, "end": 1725.26, "word": " الهدج", "probability": 0.9063720703125}, {"start": 1725.26, "end": 1725.4, "word": " هي", "probability": 0.416259765625}, {"start": 1725.4, "end": 1725.52, "word": " اللي", "probability": 0.742431640625}, {"start": 1725.52, "end": 1725.98, "word": " اتكلمنا", "probability": 0.90244140625}, {"start": 1725.98, "end": 1726.36, "word": " عنها", "probability": 0.99658203125}, {"start": 1726.36, "end": 1726.74, "word": " اللي", "probability": 0.928955078125}, {"start": 1726.74, "end": 1727.02, "word": " هي", "probability": 0.96044921875}, {"start": 1727.02, "end": 1728.26, "word": " الأطراف", "probability": 0.968994140625}, {"start": 1728.26, "end": 1728.68, "word": " ال", "probability": 0.9794921875}, {"start": 1728.68, "end": 1728.92, "word": " edges", "probability": 0.96630859375}, {"start": 1728.92, "end": 1729.48, "word": " تبعتنا", "probability": 0.89990234375}, {"start": 1729.48, "end": 1729.76, "word": " ممكن", "probability": 0.95556640625}, {"start": 1729.76, "end": 1730.36, "word": " نعدل", "probability": 0.93896484375}, {"start": 1730.36, "end": 1730.66, "word": " فيها", "probability": 0.993408203125}, {"start": 1730.66, "end": 1731.08, "word": " كمان", "probability": 0.9912109375}, {"start": 1731.08, "end": 1731.52, "word": " و", "probability": 0.97802734375}, {"start": 1731.52, "end": 1732.04, "word": " نغير", "probability": 0.8811848958333334}, {"start": 1732.04, "end": 1732.44, "word": " مش", "probability": 0.884765625}, {"start": 1732.44, "end": 1732.88, "word": " بضروري", "probability": 0.8130859375}, {"start": 1732.88, "end": 1733.08, "word": " تكون", "probability": 0.977294921875}, {"start": 1733.08, "end": 1733.44, "word": " linear", "probability": 0.8837890625}, {"start": 1733.44, "end": 1733.88, "word": " كلها", "probability": 0.99072265625}, {"start": 1733.88, "end": 1734.76, "word": " فبصير", "probability": 0.87255859375}, {"start": 1734.76, "end": 1734.94, "word": " فيه", "probability": 0.668212890625}, {"start": 1734.94, "end": 1735.42, "word": " تعديلات", "probability": 0.9515380859375}, {"start": 1735.42, "end": 1736.0, "word": " ممكن", "probability": 0.95654296875}, {"start": 1736.0, "end": 1737.04, "word": " نعمل", "probability": 0.99755859375}, {"start": 1737.04, "end": 1738.7, "word": " ال", "probability": 0.97802734375}, {"start": 1738.7, "end": 1739.0, "word": " tools", "probability": 0.93994140625}, {"start": 1739.0, "end": 1739.58, "word": " نفسها", "probability": 0.9928385416666666}, {"start": 1739.58, "end": 1739.76, "word": " ال", "probability": 0.79296875}, {"start": 1739.76, "end": 1740.6, "word": " execution", "probability": 0.958984375}, {"start": 1740.6, "end": 1741.68, "word": " weight", "probability": 0.77392578125}, {"start": 1741.68, "end": 1741.98, "word": " ممكن", "probability": 0.9853515625}, {"start": 1741.98, "end": 1742.46, "word": " نعدل", "probability": 0.9816080729166666}, {"start": 1742.46, "end": 1742.88, "word": " برضه", "probability": 0.95068359375}, {"start": 1742.88, "end": 1743.48, "word": " في", "probability": 0.98779296875}], "temperature": 1.0}, {"id": 78, "seek": 176659, "start": 1744.95, "end": 1766.59, "text": "نغير في ال multiplier و ال weight multiplier إذا كان محتاج أعمل عملية normalization أو مش محتاج أو أضرب في weight معين في الآخر ممكن نغير ال shapes of fuzzy set ال triangle ممكن لأ أعملها قطع من فوق مش بضروري تكون triangle و زاوية ممكن نعدلها بدل ما تكون في النص", "tokens": [1863, 17082, 13546, 8978, 2423, 44106, 4032, 2423, 3364, 44106, 11933, 15730, 25961, 3714, 33753, 26108, 5551, 25957, 1211, 6225, 42213, 10632, 2710, 2144, 34051, 37893, 3714, 33753, 26108, 34051, 5551, 11242, 25513, 8978, 3364, 20449, 9957, 8978, 6024, 95, 34740, 3714, 43020, 8717, 17082, 13546, 2423, 10854, 295, 34710, 992, 2423, 13369, 3714, 43020, 5296, 10721, 5551, 25957, 1211, 11296, 12174, 9566, 3615, 9154, 6156, 30543, 37893, 4724, 11242, 2288, 13063, 1829, 6055, 30544, 13369, 4032, 30767, 995, 2407, 10632, 3714, 43020, 8717, 22488, 1211, 11296, 47525, 1211, 19446, 6055, 30544, 8978, 28239, 9381], "avg_logprob": -0.12076823002037902, "compression_ratio": 1.7142857142857142, "no_speech_prob": 0.0, "words": [{"start": 1744.95, "end": 1745.73, "word": "نغير", "probability": 0.76025390625}, {"start": 1745.73, "end": 1745.93, "word": " في", "probability": 0.923828125}, {"start": 1745.93, "end": 1746.13, "word": " ال", "probability": 0.73876953125}, {"start": 1746.13, "end": 1746.63, "word": " multiplier", "probability": 0.38427734375}, {"start": 1746.63, "end": 1746.83, "word": " و", "probability": 0.65869140625}, {"start": 1746.83, "end": 1747.07, "word": " ال", "probability": 0.93994140625}, {"start": 1747.07, "end": 1747.25, "word": " weight", "probability": 0.9658203125}, {"start": 1747.25, "end": 1747.79, "word": " multiplier", "probability": 0.90478515625}, {"start": 1747.79, "end": 1748.01, "word": " إذا", "probability": 0.841064453125}, {"start": 1748.01, "end": 1748.17, "word": " كان", "probability": 0.98193359375}, {"start": 1748.17, "end": 1748.57, "word": " محتاج", "probability": 0.98486328125}, {"start": 1748.57, "end": 1748.89, "word": " أعمل", "probability": 0.8878580729166666}, {"start": 1748.89, "end": 1749.17, "word": " عملية", "probability": 0.9905598958333334}, {"start": 1749.17, "end": 1749.91, "word": " normalization", "probability": 0.876708984375}, {"start": 1749.91, "end": 1750.17, "word": " أو", "probability": 0.89892578125}, {"start": 1750.17, "end": 1750.31, "word": " مش", "probability": 0.9599609375}, {"start": 1750.31, "end": 1750.83, "word": " محتاج", "probability": 0.9951171875}, {"start": 1750.83, "end": 1751.01, "word": " أو", "probability": 0.81884765625}, {"start": 1751.01, "end": 1751.31, "word": " أضرب", "probability": 0.78125}, {"start": 1751.31, "end": 1751.45, "word": " في", "probability": 0.97216796875}, {"start": 1751.45, "end": 1751.59, "word": " weight", "probability": 0.9599609375}, {"start": 1751.59, "end": 1752.09, "word": " معين", "probability": 0.980712890625}, {"start": 1752.09, "end": 1752.97, "word": " في", "probability": 0.68310546875}, {"start": 1752.97, "end": 1753.35, "word": " الآخر", "probability": 0.9080403645833334}, {"start": 1753.35, "end": 1753.87, "word": " ممكن", "probability": 0.97998046875}, {"start": 1753.87, "end": 1754.39, "word": " نغير", "probability": 0.9715169270833334}, {"start": 1754.39, "end": 1755.21, "word": " ال", "probability": 0.7978515625}, {"start": 1755.21, "end": 1755.73, "word": " shapes", "probability": 0.94189453125}, {"start": 1755.73, "end": 1756.11, "word": " of", "probability": 0.9716796875}, {"start": 1756.11, "end": 1756.81, "word": " fuzzy", "probability": 0.80078125}, {"start": 1756.81, "end": 1757.35, "word": " set", "probability": 0.94287109375}, {"start": 1757.35, "end": 1758.23, "word": " ال", "probability": 0.7275390625}, {"start": 1758.23, "end": 1758.75, "word": " triangle", "probability": 0.77490234375}, {"start": 1758.75, "end": 1759.35, "word": " ممكن", "probability": 0.9482421875}, {"start": 1759.35, "end": 1759.61, "word": " لأ", "probability": 0.93603515625}, {"start": 1759.61, "end": 1759.95, "word": " أعملها", "probability": 0.93798828125}, {"start": 1759.95, "end": 1760.21, "word": " قطع", "probability": 0.98779296875}, {"start": 1760.21, "end": 1760.33, "word": " من", "probability": 0.982421875}, {"start": 1760.33, "end": 1760.57, "word": " فوق", "probability": 0.897705078125}, {"start": 1760.57, "end": 1760.73, "word": " مش", "probability": 0.84521484375}, {"start": 1760.73, "end": 1761.15, "word": " بضروري", "probability": 0.75107421875}, {"start": 1761.15, "end": 1761.45, "word": " تكون", "probability": 0.984619140625}, {"start": 1761.45, "end": 1762.37, "word": " triangle", "probability": 0.650390625}, {"start": 1762.37, "end": 1762.83, "word": " و", "probability": 0.9365234375}, {"start": 1762.83, "end": 1763.59, "word": " زاوية", "probability": 0.946533203125}, {"start": 1763.59, "end": 1763.89, "word": " ممكن", "probability": 0.980224609375}, {"start": 1763.89, "end": 1764.61, "word": " نعدلها", "probability": 0.967529296875}, {"start": 1764.61, "end": 1765.17, "word": " بدل", "probability": 0.987548828125}, {"start": 1765.17, "end": 1765.27, "word": " ما", "probability": 0.87841796875}, {"start": 1765.27, "end": 1765.67, "word": " تكون", "probability": 0.989990234375}, {"start": 1765.67, "end": 1766.15, "word": " في", "probability": 0.9453125}, {"start": 1766.15, "end": 1766.59, "word": " النص", "probability": 0.93310546875}], "temperature": 1.0}, {"id": 79, "seek": 179979, "start": 1774.81, "end": 1799.79, "text": "ممكن بهذا الشكل؟ لأ ممكن نعدل هنا و نعملها بهذا الشكل فال shape نفسه كله يتغير تمام؟ ممكن نفس ال shape هو هو كله نغيره بهذا الشكل بدل ما كانت هيك لأ نعدلها نخليها زي اللون الأحمر بأنها نفس ال range هيها و من نفس البداية و من نفس النهاية لكن بهذا الشكل", "tokens": [2304, 43020, 39627, 15730, 25124, 28820, 22807, 5296, 10721, 3714, 43020, 8717, 22488, 1211, 34105, 4032, 8717, 25957, 1211, 11296, 39627, 15730, 25124, 28820, 6156, 6027, 3909, 8717, 36178, 3224, 28242, 3224, 7251, 2655, 17082, 13546, 46811, 10943, 22807, 3714, 43020, 8717, 36178, 2423, 3909, 31439, 31439, 28242, 3224, 8717, 17082, 13546, 3224, 39627, 15730, 25124, 28820, 47525, 1211, 19446, 25961, 2655, 39896, 4117, 5296, 10721, 8717, 22488, 1211, 11296, 8717, 9778, 20292, 11296, 30767, 1829, 13672, 11536, 16247, 5016, 29973, 4724, 33456, 11296, 8717, 36178, 2423, 3613, 39896, 11296, 4032, 9154, 8717, 36178, 29739, 28259, 10632, 4032, 9154, 8717, 36178, 28239, 11296, 10632, 44381, 39627, 15730, 25124, 28820], "avg_logprob": -0.08671874857761643, "compression_ratio": 2.1323529411764706, "no_speech_prob": 0.0, "words": [{"start": 1774.81, "end": 1775.17, "word": "ممكن", "probability": 0.954833984375}, {"start": 1775.17, "end": 1775.43, "word": " بهذا", "probability": 0.9423828125}, {"start": 1775.43, "end": 1775.87, "word": " الشكل؟", "probability": 0.7970377604166666}, {"start": 1775.87, "end": 1776.01, "word": " لأ", "probability": 0.91162109375}, {"start": 1776.01, "end": 1776.29, "word": " ممكن", "probability": 0.84912109375}, {"start": 1776.29, "end": 1776.79, "word": " نعدل", "probability": 0.927734375}, {"start": 1776.79, "end": 1777.09, "word": " هنا", "probability": 0.9912109375}, {"start": 1777.09, "end": 1778.13, "word": " و", "probability": 0.93212890625}, {"start": 1778.13, "end": 1778.63, "word": " نعملها", "probability": 0.9271240234375}, {"start": 1778.63, "end": 1778.95, "word": " بهذا", "probability": 0.98876953125}, {"start": 1778.95, "end": 1779.33, "word": " الشكل", "probability": 0.98828125}, {"start": 1779.33, "end": 1779.99, "word": " فال", "probability": 0.739990234375}, {"start": 1779.99, "end": 1780.13, "word": " shape", "probability": 0.89013671875}, {"start": 1780.13, "end": 1780.45, "word": " نفسه", "probability": 0.9943033854166666}, {"start": 1780.45, "end": 1780.63, "word": " كله", "probability": 0.834228515625}, {"start": 1780.63, "end": 1781.13, "word": " يتغير", "probability": 0.993408203125}, {"start": 1781.13, "end": 1782.77, "word": " تمام؟", "probability": 0.8606770833333334}, {"start": 1782.77, "end": 1783.09, "word": " ممكن", "probability": 0.980712890625}, {"start": 1783.09, "end": 1783.35, "word": " نفس", "probability": 0.971435546875}, {"start": 1783.35, "end": 1783.81, "word": " ال", "probability": 0.79296875}, {"start": 1783.81, "end": 1784.01, "word": " shape", "probability": 0.95849609375}, {"start": 1784.01, "end": 1784.21, "word": " هو", "probability": 0.98046875}, {"start": 1784.21, "end": 1784.47, "word": " هو", "probability": 0.94873046875}, {"start": 1784.47, "end": 1785.17, "word": " كله", "probability": 0.94970703125}, {"start": 1785.17, "end": 1785.87, "word": " نغيره", "probability": 0.951416015625}, {"start": 1785.87, "end": 1786.55, "word": " بهذا", "probability": 0.947509765625}, {"start": 1786.55, "end": 1786.93, "word": " الشكل", "probability": 0.98876953125}, {"start": 1786.93, "end": 1787.41, "word": " بدل", "probability": 0.953369140625}, {"start": 1787.41, "end": 1787.55, "word": " ما", "probability": 0.95947265625}, {"start": 1787.55, "end": 1787.91, "word": " كانت", "probability": 0.97021484375}, {"start": 1787.91, "end": 1788.41, "word": " هيك", "probability": 0.943115234375}, {"start": 1788.41, "end": 1790.81, "word": " لأ", "probability": 0.856201171875}, {"start": 1790.81, "end": 1791.59, "word": " نعدلها", "probability": 0.9332275390625}, {"start": 1791.59, "end": 1792.59, "word": " نخليها", "probability": 0.896240234375}, {"start": 1792.59, "end": 1793.35, "word": " زي", "probability": 0.96435546875}, {"start": 1793.35, "end": 1794.19, "word": " اللون", "probability": 0.9892578125}, {"start": 1794.19, "end": 1794.77, "word": " الأحمر", "probability": 0.9674479166666666}, {"start": 1794.77, "end": 1795.55, "word": " بأنها", "probability": 0.6648763020833334}, {"start": 1795.55, "end": 1795.75, "word": " نفس", "probability": 0.996826171875}, {"start": 1795.75, "end": 1795.93, "word": " ال", "probability": 0.99072265625}, {"start": 1795.93, "end": 1796.15, "word": " range", "probability": 0.962890625}, {"start": 1796.15, "end": 1796.57, "word": " هيها", "probability": 0.8984375}, {"start": 1796.57, "end": 1796.89, "word": " و", "probability": 0.607421875}, {"start": 1796.89, "end": 1797.07, "word": " من", "probability": 0.96533203125}, {"start": 1797.07, "end": 1797.31, "word": " نفس", "probability": 0.995361328125}, {"start": 1797.31, "end": 1797.75, "word": " البداية", "probability": 0.9651692708333334}, {"start": 1797.75, "end": 1797.85, "word": " و", "probability": 0.9970703125}, {"start": 1797.85, "end": 1797.93, "word": " من", "probability": 0.86865234375}, {"start": 1797.93, "end": 1798.11, "word": " نفس", "probability": 0.993408203125}, {"start": 1798.11, "end": 1798.55, "word": " النهاية", "probability": 0.9308268229166666}, {"start": 1798.55, "end": 1799.09, "word": " لكن", "probability": 0.8056640625}, {"start": 1799.09, "end": 1799.43, "word": " بهذا", "probability": 0.978759765625}, {"start": 1799.43, "end": 1799.79, "word": " الشكل", "probability": 0.9921875}], "temperature": 1.0}, {"id": 80, "seek": 182375, "start": 1801.61, "end": 1823.75, "text": "ففي عندي options كتيرة لحقيقة أنه نعدل و نطور في ال shape تبعتنا عشان نصل ل ال highly accuracy في الفuzzy فبذلك بنكون احنا خلصنا تقريبا المثال اللي احنا درسناها الآن", "tokens": [5172, 41185, 18871, 16254, 3956, 9122, 2655, 48923, 5296, 5016, 38436, 28671, 14739, 3224, 8717, 22488, 1211, 4032, 8717, 9566, 13063, 8978, 2423, 3909, 6055, 3555, 34268, 8315, 6225, 8592, 7649, 8717, 36520, 5296, 2423, 5405, 14170, 8978, 27188, 30601, 6156, 3555, 8848, 23275, 44945, 30544, 1975, 5016, 8315, 16490, 1211, 9381, 8315, 6055, 4587, 16572, 3555, 995, 9673, 12984, 6027, 13672, 1829, 1975, 5016, 8315, 11778, 2288, 3794, 8315, 11296, 6024, 48506], "avg_logprob": -0.15012668979329033, "compression_ratio": 1.4673913043478262, "no_speech_prob": 0.0, "words": [{"start": 1801.61, "end": 1802.39, "word": "ففي", "probability": 0.80517578125}, {"start": 1802.39, "end": 1802.65, "word": " عندي", "probability": 0.84716796875}, {"start": 1802.65, "end": 1802.97, "word": " options", "probability": 0.93359375}, {"start": 1802.97, "end": 1803.37, "word": " كتيرة", "probability": 0.8712565104166666}, {"start": 1803.37, "end": 1803.79, "word": " لحقيقة", "probability": 0.9449462890625}, {"start": 1803.79, "end": 1803.99, "word": " أنه", "probability": 0.4454345703125}, {"start": 1803.99, "end": 1804.49, "word": " نعدل", "probability": 0.9728190104166666}, {"start": 1804.49, "end": 1804.89, "word": " و", "probability": 0.99462890625}, {"start": 1804.89, "end": 1805.43, "word": " نطور", "probability": 0.8042805989583334}, {"start": 1805.43, "end": 1806.41, "word": " في", "probability": 0.9658203125}, {"start": 1806.41, "end": 1807.95, "word": " ال", "probability": 0.93408203125}, {"start": 1807.95, "end": 1809.29, "word": " shape", "probability": 0.822265625}, {"start": 1809.29, "end": 1810.23, "word": " تبعتنا", "probability": 0.9588623046875}, {"start": 1810.23, "end": 1810.85, "word": " عشان", "probability": 0.9708658854166666}, {"start": 1810.85, "end": 1811.21, "word": " نصل", "probability": 0.97265625}, {"start": 1811.21, "end": 1811.71, "word": " ل", "probability": 0.42138671875}, {"start": 1811.71, "end": 1812.17, "word": " ال", "probability": 0.70751953125}, {"start": 1812.17, "end": 1813.09, "word": " highly", "probability": 0.4091796875}, {"start": 1813.09, "end": 1816.45, "word": " accuracy", "probability": 0.81640625}, {"start": 1816.45, "end": 1817.39, "word": " في", "probability": 0.9501953125}, {"start": 1817.39, "end": 1818.31, "word": " الفuzzy", "probability": 0.5616455078125}, {"start": 1818.31, "end": 1819.31, "word": " فبذلك", "probability": 0.9312744140625}, {"start": 1819.31, "end": 1819.65, "word": " بنكون", "probability": 0.806884765625}, {"start": 1819.65, "end": 1819.95, "word": " احنا", "probability": 0.90625}, {"start": 1819.95, "end": 1821.13, "word": " خلصنا", "probability": 0.993408203125}, {"start": 1821.13, "end": 1821.67, "word": " تقريبا", "probability": 0.9951171875}, {"start": 1821.67, "end": 1822.57, "word": " المثال", "probability": 0.9716796875}, {"start": 1822.57, "end": 1822.77, "word": " اللي", "probability": 0.904052734375}, {"start": 1822.77, "end": 1822.91, "word": " احنا", "probability": 0.8810221354166666}, {"start": 1822.91, "end": 1823.43, "word": " درسناها", "probability": 0.96689453125}, {"start": 1823.43, "end": 1823.75, "word": " الآن", "probability": 0.7890625}], "temperature": 1.0}, {"id": 81, "seek": 184756, "start": 1824.56, "end": 1847.56, "text": "واللي ممكن تطبيقها بشكل عملي من خلال نصيحة يمكن تكون الـ Matlab كتير أفضل لأن الـ Matlab Tool قوية جداً وفي مجال الـ Fuzzy كتير مميزة فممكن تكون اللي بيحبوا يشتغلوا في هذا الموضوع يطبقوا الـ Fuzzy بذلك بنكون خلصنا جزئية الـ Fuzzy وكل ما يتعلق بالـ Fuzzy Rules و الـ Fuzzy Logic و الـ Fuzzy Inference الحقيقة", "tokens": [2407, 6027, 20292, 3714, 43020, 6055, 9566, 21292, 4587, 11296, 4724, 8592, 28820, 6225, 2304, 20292, 9154, 16490, 1211, 6027, 8717, 9381, 1829, 5016, 3660, 7251, 43020, 6055, 30544, 2423, 39184, 6789, 44990, 9122, 2655, 13546, 5551, 5172, 11242, 1211, 5296, 33456, 2423, 39184, 6789, 44990, 15934, 12174, 2407, 10632, 10874, 28259, 14111, 4032, 41185, 3714, 7435, 6027, 2423, 39184, 479, 30601, 9122, 2655, 13546, 3714, 2304, 1829, 11622, 3660, 6156, 2304, 43020, 6055, 30544, 13672, 1829, 4724, 1829, 5016, 3555, 14407, 7251, 8592, 2655, 17082, 1211, 14407, 8978, 23758, 9673, 2407, 11242, 45367, 7251, 9566, 3555, 4587, 14407, 2423, 39184, 479, 30601, 4724, 8848, 23275, 44945, 30544, 16490, 1211, 9381, 8315, 10874, 11622, 19986, 10632, 2423, 39184, 479, 30601, 4032, 28820, 19446, 7251, 2655, 30241, 4587, 20666, 39184, 479, 30601, 38897, 4032, 2423, 39184, 479, 30601, 49898, 4032, 2423, 39184, 479, 30601, 682, 5158, 21542, 38436, 28671], "avg_logprob": -0.10722525367800821, "compression_ratio": 1.8088235294117647, "no_speech_prob": 0.0, "words": [{"start": 1824.56, "end": 1824.88, "word": "واللي", "probability": 0.7594401041666666}, {"start": 1824.88, "end": 1825.12, "word": " ممكن", "probability": 0.986328125}, {"start": 1825.12, "end": 1825.62, "word": " تطبيقها", "probability": 0.9705078125}, {"start": 1825.62, "end": 1825.96, "word": " بشكل", "probability": 0.9397786458333334}, {"start": 1825.96, "end": 1826.26, "word": " عملي", "probability": 0.873046875}, {"start": 1826.26, "end": 1826.42, "word": " من", "probability": 0.8857421875}, {"start": 1826.42, "end": 1826.8, "word": " خلال", "probability": 0.9947916666666666}, {"start": 1826.8, "end": 1827.74, "word": " نصيحة", "probability": 0.99091796875}, {"start": 1827.74, "end": 1827.98, "word": " يمكن", "probability": 0.686279296875}, {"start": 1827.98, "end": 1828.3, "word": " تكون", "probability": 0.74462890625}, {"start": 1828.3, "end": 1828.48, "word": " الـ", "probability": 0.872314453125}, {"start": 1828.48, "end": 1828.82, "word": " Matlab", "probability": 0.52972412109375}, {"start": 1828.82, "end": 1829.16, "word": " كتير", "probability": 0.8234049479166666}, {"start": 1829.16, "end": 1829.48, "word": " أفضل", "probability": 0.98779296875}, {"start": 1829.48, "end": 1829.68, "word": " لأن", "probability": 0.79443359375}, {"start": 1829.68, "end": 1829.8, "word": " الـ", "probability": 0.75634765625}, {"start": 1829.8, "end": 1830.08, "word": " Matlab", "probability": 0.829833984375}, {"start": 1830.08, "end": 1830.3, "word": " Tool", "probability": 0.386474609375}, {"start": 1830.3, "end": 1830.72, "word": " قوية", "probability": 0.9798177083333334}, {"start": 1830.72, "end": 1831.58, "word": " جداً", "probability": 0.8240559895833334}, {"start": 1831.58, "end": 1831.96, "word": " وفي", "probability": 0.92578125}, {"start": 1831.96, "end": 1832.28, "word": " مجال", "probability": 0.9973958333333334}, {"start": 1832.28, "end": 1832.48, "word": " الـ", "probability": 0.951904296875}, {"start": 1832.48, "end": 1832.68, "word": " Fuzzy", "probability": 0.842529296875}, {"start": 1832.68, "end": 1833.4, "word": " كتير", "probability": 0.9752604166666666}, {"start": 1833.4, "end": 1834.0, "word": " مميزة", "probability": 0.9935546875}, {"start": 1834.0, "end": 1834.44, "word": " فممكن", "probability": 0.92333984375}, {"start": 1834.44, "end": 1834.72, "word": " تكون", "probability": 0.955078125}, {"start": 1834.72, "end": 1834.86, "word": " اللي", "probability": 0.89501953125}, {"start": 1834.86, "end": 1835.48, "word": " بيحبوا", "probability": 0.88544921875}, {"start": 1835.48, "end": 1835.78, "word": " يشتغلوا", "probability": 0.9756673177083334}, {"start": 1835.78, "end": 1835.86, "word": " في", "probability": 0.97607421875}, {"start": 1835.86, "end": 1835.98, "word": " هذا", "probability": 0.96826171875}, {"start": 1835.98, "end": 1836.42, "word": " الموضوع", "probability": 0.9989013671875}, {"start": 1836.42, "end": 1837.54, "word": " يطبقوا", "probability": 0.978515625}, {"start": 1837.54, "end": 1838.12, "word": " الـ", "probability": 0.951904296875}, {"start": 1838.12, "end": 1838.66, "word": " Fuzzy", "probability": 0.8876953125}, {"start": 1838.66, "end": 1839.84, "word": " بذلك", "probability": 0.9044596354166666}, {"start": 1839.84, "end": 1840.16, "word": " بنكون", "probability": 0.6788330078125}, {"start": 1840.16, "end": 1840.66, "word": " خلصنا", "probability": 0.9842529296875}, {"start": 1840.66, "end": 1841.22, "word": " جزئية", "probability": 0.9794921875}, {"start": 1841.22, "end": 1841.64, "word": " الـ", "probability": 0.95458984375}, {"start": 1841.64, "end": 1841.86, "word": " Fuzzy", "probability": 0.935546875}, {"start": 1841.86, "end": 1842.74, "word": " وكل", "probability": 0.94091796875}, {"start": 1842.74, "end": 1842.86, "word": " ما", "probability": 0.98388671875}, {"start": 1842.86, "end": 1843.34, "word": " يتعلق", "probability": 0.9915771484375}, {"start": 1843.34, "end": 1843.52, "word": " بالـ", "probability": 0.96875}, {"start": 1843.52, "end": 1843.76, "word": " Fuzzy", "probability": 0.94775390625}, {"start": 1843.76, "end": 1844.14, "word": " Rules", "probability": 0.73193359375}, {"start": 1844.14, "end": 1844.56, "word": " و", "probability": 0.7978515625}, {"start": 1844.56, "end": 1844.7, "word": " الـ", "probability": 0.780517578125}, {"start": 1844.7, "end": 1844.9, "word": " Fuzzy", "probability": 0.95703125}, {"start": 1844.9, "end": 1845.4, "word": " Logic", "probability": 0.96923828125}, {"start": 1845.4, "end": 1845.56, "word": " و", "probability": 0.96533203125}, {"start": 1845.56, "end": 1845.72, "word": " الـ", "probability": 0.9013671875}, {"start": 1845.72, "end": 1845.94, "word": " Fuzzy", "probability": 0.973388671875}, {"start": 1845.94, "end": 1846.74, "word": " Inference", "probability": 0.907470703125}, {"start": 1846.74, "end": 1847.56, "word": " الحقيقة", "probability": 0.9383138020833334}], "temperature": 1.0}, {"id": 82, "seek": 185887, "start": 1849.63, "end": 1858.87, "text": "المرة القادمة هنبدأ ونشوف الـ Classifiers أخرى نوع أخر من أنواع الـ Classifiers ضمن مصاقنا للـ Artificial Intelligence يعطيكم العافية وبرك الله فيكم", "tokens": [45340, 25720, 25062, 18513, 46007, 8032, 1863, 44510, 10721, 4032, 1863, 8592, 38688, 2423, 39184, 9471, 23463, 5551, 34740, 7578, 8717, 45367, 5551, 34740, 9154, 14739, 14407, 3615, 2423, 39184, 9471, 23463, 48812, 27842, 3714, 9381, 995, 4587, 8315, 24976, 39184, 5735, 10371, 27274, 37495, 9566, 1829, 24793, 18863, 31845, 10632, 4032, 26890, 4117, 21984, 8978, 24793], "avg_logprob": -0.1893857709806541, "compression_ratio": 1.4110429447852761, "no_speech_prob": 0.0, "words": [{"start": 1849.63, "end": 1850.01, "word": "المرة", "probability": 0.754150390625}, {"start": 1850.01, "end": 1850.49, "word": " القادمة", "probability": 0.9899088541666666}, {"start": 1850.49, "end": 1851.05, "word": " هنبدأ", "probability": 0.8690185546875}, {"start": 1851.05, "end": 1851.35, "word": " ونشوف", "probability": 0.82470703125}, {"start": 1851.35, "end": 1851.47, "word": " الـ", "probability": 0.808349609375}, {"start": 1851.47, "end": 1851.89, "word": " Classifiers", "probability": 0.4437255859375}, {"start": 1851.89, "end": 1852.63, "word": " أخرى", "probability": 0.86328125}, {"start": 1852.63, "end": 1853.17, "word": " نوع", "probability": 0.8251953125}, {"start": 1853.17, "end": 1853.41, "word": " أخر", "probability": 0.854248046875}, {"start": 1853.41, "end": 1853.55, "word": " من", "probability": 0.9931640625}, {"start": 1853.55, "end": 1853.79, "word": " أنواع", "probability": 0.9627278645833334}, {"start": 1853.79, "end": 1853.89, "word": " الـ", "probability": 0.990966796875}, {"start": 1853.89, "end": 1854.43, "word": " Classifiers", "probability": 0.77880859375}, {"start": 1854.43, "end": 1855.05, "word": " ضمن", "probability": 0.946533203125}, {"start": 1855.05, "end": 1855.71, "word": " مصاقنا", "probability": 0.8013671875}, {"start": 1855.71, "end": 1856.19, "word": " للـ", "probability": 0.9619140625}, {"start": 1856.19, "end": 1856.57, "word": " Artificial", "probability": 0.887451171875}, {"start": 1856.57, "end": 1857.17, "word": " Intelligence", "probability": 0.86181640625}, {"start": 1857.17, "end": 1857.75, "word": " يعطيكم", "probability": 0.7845458984375}, {"start": 1857.75, "end": 1858.13, "word": " العافية", "probability": 0.80322265625}, {"start": 1858.13, "end": 1858.47, "word": " وبرك", "probability": 0.8678385416666666}, {"start": 1858.47, "end": 1858.57, "word": " الله", "probability": 0.779296875}, {"start": 1858.57, "end": 1858.87, "word": " فيكم", "probability": 0.84228515625}], "temperature": 1.0}], "language": "ar", "language_probability": 1.0, "duration": 1858.9895625, "duration_after_vad": 1809.904374999995}
\ No newline at end of file
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/L_hfpEITPM8_raw.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/L_hfpEITPM8_raw.srt
new file mode 100644
index 0000000000000000000000000000000000000000..a3a77dcea0676f6732435c6311e4b16d68a78473
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/L_hfpEITPM8_raw.srt
@@ -0,0 +1,1576 @@
+1
+00:00:06,110 --> 00:00:11,350
+سجنه .. سجنه fuzzy inference ماتغيرش كتير إشي يعني
+
+2
+00:00:11,350 --> 00:00:16,730
+هو نفسه تماما نفس فكرة ممداني ولكن التكرارات اللي
+
+3
+00:00:16,730 --> 00:00:20,450
+كنا بنكررها و لما كنت بقول O.1 زاد O.1 زاد O.1
+
+4
+00:00:20,450 --> 00:00:28,250
+بنجمع هذه كلها مدام أنا عند شي بواحدة أوrange
+
+5
+00:00:28,250 --> 00:00:31,850
+واحدة أو relation واحدة بعطيها قيمة واحدة و بس
+
+6
+00:00:31,850 --> 00:00:35,410
+discrete value نعطيها قيمة ممكن تكون عند ال center
+
+7
+00:00:35,410 --> 00:00:39,970
+تبعها و بضرب فيها ي لحالها و بس نضرب فيها لحالها و
+
+8
+00:00:39,970 --> 00:00:45,330
+بس يعني الحالة اللي عندي هنا ليش أعمل واحدة اتنين
+
+9
+00:00:45,330 --> 00:00:50,850
+تلاتة فلأ كلهم هدولة بفترض ان لأ انا عندي قيمة
+
+10
+00:00:50,850 --> 00:00:56,060
+واحدة بس موجودة هناو فقط ممكن تكون من صفر لتلاتين
+
+11
+00:00:56,060 --> 00:01:01,480
+او ممكن تكون لخمستاش و خلاص بتصير خمستاش في 0.1 بس
+
+12
+00:01:01,480 --> 00:01:03,960
+و بجمعها على ال center الهادي و بجمعها على ال
+
+13
+00:01:03,960 --> 00:01:08,260
+center الهادي فصارت تلت عملية جمعه بس هي التبسيط
+
+14
+00:01:08,260 --> 00:01:13,040
+في الموضوع فهو بسط الموضوع اما ما قبل ذلك هو هو كل
+
+15
+00:01:13,040 --> 00:01:16,320
+من عملية ال classification عملية ال evaluation
+
+16
+00:01:16,320 --> 00:01:20,940
+عملية ال aggregation كما هي فاختلفوا بس في جزئية
+
+17
+00:01:20,940 --> 00:01:23,120
+ال diversification
+
+18
+00:01:25,170 --> 00:01:29,430
+فهذا signal اشتغل على الموضوع هذا فقط مش اكتر من
+
+19
+00:01:29,430 --> 00:01:37,790
+هيك فخلينا نشوف كيف اتغيرت شكل النتائج هل بتبعد
+
+20
+00:01:37,790 --> 00:01:43,830
+كتير او بتظل قريبة فهنا
+
+21
+00:01:43,830 --> 00:01:52,170
+هي a3 b1 المفروض الناتج يكون على c1 فc1 لأ هو مش
+
+22
+00:01:52,170 --> 00:01:59,820
+هيتعامل معاه ان c1 كانتبهذا الشكل فهو أخد شكل كامل
+
+23
+00:01:59,820 --> 00:02:04,380
+continuous area ويرسم ليها بهذا الشكل لأ هو مش
+
+24
+00:02:04,380 --> 00:02:07,140
+هيشتغل ال continuous area ال continuous area كانت
+
+25
+00:02:07,140 --> 00:02:10,500
+مناسبة لما كنت بشتغل على integration لأن عشان هي
+
+26
+00:02:10,500 --> 00:02:13,280
+كانت ال integration في ممداني لإن بشتغل على area
+
+27
+00:02:13,280 --> 00:02:16,260
+under the curve فانا كنت باخد ال curve كامل و ال
+
+28
+00:02:16,260 --> 00:02:19,620
+area تحته كل المنطقة المضللة هنا لأ هنا بيقول أنا
+
+29
+00:02:19,620 --> 00:02:26,280
+بدي ال center بس فحقول في K واحدهذه قيمة ممثلة لـ
+
+30
+00:02:26,280 --> 00:02:32,700
+C1 وخلاص وانت حر حط طويل ما بدك الـ K1 هذه وفي عند
+
+31
+00:02:32,700 --> 00:02:40,240
+K2 و K3 حسب كان عند C1 C2 C3 تمام إذا الناتج هنا
+
+32
+00:02:40,240 --> 00:02:47,180
+عند K1 فباجي عند K1 و باخد pulse على جد ال degree
+
+33
+00:02:47,180 --> 00:02:51,320
+of membership بس على جد degree of membership خلصنا
+
+34
+00:02:51,320 --> 00:02:56,940
+degree تانيةبرضه هناخد منها pulse ل ال rule
+
+35
+00:02:56,940 --> 00:03:00,780
+التانية و كذلك ال rule التالتة فصار عندى الناتج
+
+36
+00:03:00,780 --> 00:03:07,160
+تجميحهم كله على بعضه بهذا الشكل pulse اتنين تلاتة
+
+37
+00:03:07,160 --> 00:03:15,100
+فقط فصارت العملية الحسابية كتير أخف و أبسط فبنرجع
+
+38
+00:03:15,100 --> 00:03:19,540
+لل center of gravity تماما زى ما اشتغلنا قبل ذلك
+
+39
+00:03:19,540 --> 00:03:26,950
+هيطلع عندى التلاتة هدولهذه واحدة وهذه تنتين وهذه
+
+40
+00:03:26,950 --> 00:03:34,490
+تلاتة okay هذه ال aggregation هيها وماغيرناش عن
+
+41
+00:03:34,490 --> 00:03:37,370
+الباقية يعني ال aggregation نفس الفكرة هي هي ال
+
+42
+00:03:37,370 --> 00:03:43,370
+okay الآن أخر شغلة هناخد ال degree of relationship
+
+43
+00:03:43,370 --> 00:03:47,850
+عند K واحد أنا جديش اخترتها مضروبة في ال K واحد
+
+44
+00:03:47,850 --> 00:04:00,080
+فجديش القيمة اللي هنا بما هي مرسومة هناK1 K2 و K3
+
+45
+00:04:00,080 --> 00:04:08,600
+K1 قداش ممكن نقول مثلا نكون مجسمينها من صفرلواحد
+
+46
+00:04:08,600 --> 00:04:16,540
+انجسمهم ربع مثلا نص و تلات تربع يجوز ممكن نغير 0.2
+
+47
+00:04:16,540 --> 00:04:22,820
+0.5 0.8 ممكن بصير اتفاق عليا جدش احنا هنا المثال
+
+48
+00:04:22,820 --> 00:04:31,700
+عاملها 0.20.5 و 0.8 فإذا عشرين تمانين خمسين و
+
+49
+00:04:31,700 --> 00:04:36,140
+تمانين عشرين خمسين تمانين العشرين هندربها في جداش
+
+50
+00:04:36,140 --> 00:04:40,460
+ال amplitude تبع ال pulse head اللي هي كانت 0.1
+
+51
+00:04:40,460 --> 00:04:48,930
+هنا 0.2 و 0.3five خلاص فترت قيم على مجموع ال
+
+52
+00:04:48,930 --> 00:04:54,250
+degree of membership فعلى مجموع 0.1 0.2 0.5 0.8
+
+53
+00:04:54,250 --> 00:05:00,370
+كله مجموحهم بتطلع جديش خمسة و ستين خمسة و ستين ال
+
+54
+00:05:00,370 --> 00:05:06,590
+degree الناتج هناك كانت جديش سبعة و ستين فاصلة
+
+55
+00:05:06,590 --> 00:05:12,200
+أربعة طبعا هذه more accurateهذه أكثر دقة لكن هذه
+
+56
+00:05:12,200 --> 00:05:17,840
+كتير أسرع هذه كتير أسرع في الحل فممكن تحللنا مشاكل
+
+57
+00:05:17,840 --> 00:05:25,020
+بشكل سريع لأن مافيش فيها حسابات كتيرة ف ال center
+
+58
+00:05:25,020 --> 00:05:31,320
+of gravity هتكون سريعة في إيجاد الحل و بتكون أنسب
+
+59
+00:05:31,320 --> 00:05:35,740
+لأمثلة أو لل applications اللي محتاجة إنجاز سريع
+
+60
+00:05:35,740 --> 00:05:37,060
+تمام
+
+61
+00:05:40,470 --> 00:05:46,170
+كيف بدنا نقرر أنا بدي ممداني ولا بدي سجنه؟ أكيد
+
+62
+00:05:46,170 --> 00:05:49,990
+طبيعي ممداني لو أنا بدي accuracy عالية و هي يمكن
+
+63
+00:05:49,990 --> 00:05:56,910
+المقبولة أكثر في .. في كتير من الحالات إذا بدي ال
+
+64
+00:05:56,910 --> 00:06:01,780
+more accurate بروح لهالكن بتكون على حساب الحسابات
+
+65
+00:06:01,780 --> 00:06:06,280
+على حساب الحسابات إذا كان عنده complicated system
+
+66
+00:06:06,280 --> 00:06:09,780
+و فيه حسابات كتير و فيه outputs كتير و فيه قرارات
+
+67
+00:06:09,780 --> 00:06:14,380
+كتير طبعا هتكون هنا عملية الحسابات في ممداني كتير
+
+68
+00:06:14,380 --> 00:06:20,990
+عالية في المقابل Cyganoصحيح بسهللي في شغل الحسابات
+
+69
+00:06:20,990 --> 00:06:27,690
+ولكن على حساب شوية ال accuracy فبكون شوية أصعب لكن
+
+70
+00:06:27,690 --> 00:06:33,130
+في الحالة لما بكون عندى أمثلة أو تطبيقات فيها
+
+71
+00:06:33,130 --> 00:06:37,390
+تعقدات كتير وانا بدي أحاول أبسط الشغل تبعها فممكن
+
+72
+00:06:37,390 --> 00:06:41,890
+يكون سجنهمناسب زي الحالات اللي بيستخدم فيها في ال
+
+73
+00:06:41,890 --> 00:06:45,590
+control بيستخدم في ال dynamic nonlinear systems ال
+
+74
+00:06:45,590 --> 00:06:50,230
+systems ال nonlinear لأنه في سرعة فيهفي الشغل و في
+
+75
+00:06:50,230 --> 00:06:55,190
+إنجاز الشغل تبعها طيب أخر شغلة هنتكلم عنها في
+
+76
+00:06:55,190 --> 00:07:00,570
+الفزي هي case study ال case study هذه بشكل رئيسي
+
+77
+00:07:00,570 --> 00:07:05,430
+هنتكلم من خلالها لو أنا عندي system زي اللي هنوصفه
+
+78
+00:07:05,430 --> 00:07:10,730
+الآن و بدي أشتغله على ال computer كيف بقدر أشتغله؟
+
+79
+00:07:10,730 --> 00:07:15,220
+يعني كيف بقدر أشتغله؟ كل اللي فات كان الموضوعحسابي
+
+80
+00:07:15,220 --> 00:07:18,800
+لأن الموضوع ممكن يكون مناسب للامتحانات لو واحد بده
+
+81
+00:07:18,800 --> 00:07:22,820
+يحل على إيده أسئلة بسيطة خفيفة لكن لما الأمور
+
+82
+00:07:22,820 --> 00:07:26,340
+بتكون أكتر صعوبة بيصير محتاجين أدوات و tools
+
+83
+00:07:26,340 --> 00:07:31,220
+نستخدمها للحل ف building a fuzzy expert system
+
+84
+00:07:31,220 --> 00:07:34,260
+case study ال case study هذه ببساطة هيكون عبارة عن
+
+85
+00:07:35,170 --> 00:07:40,890
+مركز الصيانة مركز الصيانة هذا بياخد دايما بيكون
+
+86
+00:07:40,890 --> 00:07:46,130
+عنده spare parts دايما عنده أجزاء spare احتياطية
+
+87
+00:07:46,130 --> 00:07:51,550
+موجودة على ال shelf على الرفوف عنده جاهزة بحيث انه
+
+88
+00:07:51,550 --> 00:07:56,410
+يصلح تكون دايما بيصلح فيها ال failed ones أو
+
+89
+00:07:56,410 --> 00:08:01,430
+repairs failed ones بيصلح فيها أي واحدة بتجي فبيجي
+
+90
+00:08:01,430 --> 00:08:07,540
+قطعة خربانةبسلم بدلها قطعة سليمة و بحاول يصلح
+
+91
+00:08:07,540 --> 00:08:11,200
+الخربانة .. بحاول يصلح الخربانة فال customer بيجي
+
+92
+00:08:11,200 --> 00:08:16,340
+بال .. بال failed item و إيش بيسويه كمان؟ receives
+
+93
+00:08:16,340 --> 00:08:22,960
+a spare of the same type بياخد نفس النوعية و ال
+
+94
+00:08:22,960 --> 00:08:27,720
+failed parts are repairedبتم إصلاحها واضحها على
+
+95
+00:08:27,720 --> 00:08:33,240
+الـ shelf على أساس إنه تصبح spare تصبح spare لأن
+
+96
+00:08:33,240 --> 00:08:38,640
+ال objective بدنا system نعمله بحيث إنه يكون ك
+
+97
+00:08:38,640 --> 00:08:43,000
+advisor لـ manager لهذا ال .. لهذا ال center أو ال
+
+98
+00:08:43,000 --> 00:08:48,580
+service center بحيث إنه يقوله قرار إمتى محتاج
+
+99
+00:08:48,580 --> 00:08:54,830
+يشتري spares إضافيةأمتى بيقدر يحتاج يشتري spares
+
+100
+00:08:54,830 --> 00:08:59,130
+إضافية و أمتى لأ هو مش محتاج و طبعا الكلام هذا
+
+101
+00:08:59,130 --> 00:09:03,610
+ممكن نعمله كل نوع أو كل type على حدا، كل واحد
+
+102
+00:09:03,610 --> 00:09:09,140
+ينعمله لحالهcode خاص فيه أو algorithm خاص فيه أو
+
+103
+00:09:09,140 --> 00:09:13,700
+system خاص فيه بحيث انه يقول امتى محتاج النوعية
+
+104
+00:09:13,700 --> 00:09:18,500
+هذه من ال .. من ال spare parts او مش محتاجه الكلام
+
+105
+00:09:18,500 --> 00:09:22,640
+هذا عشان نبدأ نشتغل عليه محتاجين نحقق مجموعة أشياء
+
+106
+00:09:22,640 --> 00:09:27,680
+ضرورية جدامحتاج أحدد المشكلة ونحدد ال linguistic
+
+107
+00:09:27,680 --> 00:09:31,920
+variables ما أنا إيش محتاج عشان أقرر عشان أقول
+
+108
+00:09:31,920 --> 00:09:34,820
+والله أنا محتاج ال spear هذه أو مش محتاجها لازم
+
+109
+00:09:34,820 --> 00:09:37,780
+أروح أشتري مجموعة أو مش لازم أشتري مجموعة هنكون
+
+110
+00:09:37,780 --> 00:09:43,020
+أكيد محتاجين نحدد ال variables تبعتنا محتاجين نعمل
+
+111
+00:09:43,020 --> 00:09:48,420
+determine fuzzy sets ال sets تبعتنا بدنا نحددهاإيش
+
+112
+00:09:48,420 --> 00:09:52,240
+ال sets اللي موجودة عندى؟ هل محتاج أجسم كل
+
+113
+00:09:52,240 --> 00:09:56,320
+variable ل low, high, medium ولا إيش بالظبط؟ يعني
+
+114
+00:09:56,320 --> 00:09:58,300
+إيش المسميات اللي بدنا نجسمها؟ ال sets اللي بدنا
+
+115
+00:09:58,300 --> 00:10:03,080
+نجسمها؟ elect and construct fuzzy rules محتاجين
+
+116
+00:10:03,080 --> 00:10:06,780
+نبني ال fuzzy rules سبعتنا ننشئ و نبني ال fuzzy
+
+117
+00:10:06,780 --> 00:10:11,240
+rules محتاجين نحط rules ال rules هذهأنا عندي
+
+118
+00:10:11,240 --> 00:10:13,260
+موجودة على الورق لكن أنا بدي أعطيها للحاسوب
+
+119
+00:10:13,260 --> 00:10:16,120
+للكمبيوتر لإن هو هذا اللي بدي يبدأ يشتغل عليها
+
+120
+00:10:16,120 --> 00:10:20,220
+بعدين عملية ال encoding ال encoding لل fuzzy sets
+
+121
+00:10:20,220 --> 00:10:24,960
+وهذه برضه هنتكلم عنها من خلال إنه بدي code يعملي
+
+122
+00:10:24,960 --> 00:10:28,840
+inference لل expert system تبعي الاستدلال وكيف
+
+123
+00:10:28,840 --> 00:10:32,380
+ممكن يوصلني للحل في الآخر بنعمل evaluation لل
+
+124
+00:10:32,380 --> 00:10:35,610
+system ككلالـ system اللي هنعمله مثلا على ال
+
+125
+00:10:35,610 --> 00:10:39,810
+MATLAB نعمله على C++ نعمله على Java whatever على
+
+126
+00:10:39,810 --> 00:10:45,250
+Pythonبنعمله evaluation و tuning إذا كان محتاج ي
+
+127
+00:10:45,250 --> 00:10:48,450
+tune the system بنعمله تعديل إذا كان محتاج تعديل و
+
+128
+00:10:48,450 --> 00:10:51,730
+هنتكلم عن كل خطوة لحالة عملية ال specification لل
+
+129
+00:10:51,730 --> 00:10:56,310
+problem نفسها و تحديد ال variables أكيد واحدة من
+
+130
+00:10:56,310 --> 00:10:58,970
+الحيوانات المهمة جدا هل أنا مهتم فيها ولا لأ اللي
+
+131
+00:10:58,970 --> 00:11:05,230
+هي ال mean delay هل ال delay مهم؟ أكيد مهم لأنه
+
+132
+00:11:05,230 --> 00:11:09,010
+أنا بهمني أن ال user ييجي مايطولش، مايقعدشعلى طول
+
+133
+00:11:09,010 --> 00:11:14,850
+أكون موفر له ال spare part أو إذا كان بده تصليح
+
+134
+00:11:14,850 --> 00:11:20,760
+يكون زمن التصليح كتيرقليل فإذا في عندى ال waiting
+
+135
+00:11:20,760 --> 00:11:23,860
+time ال average waiting time مهم جدا في عندى ال
+
+136
+00:11:23,860 --> 00:11:28,260
+repair utilization factor جداش معامل استخدام
+
+137
+00:11:28,260 --> 00:11:34,020
+التصليح أو اللى هو بتام تصليحه هل لو جاتنى خمسين
+
+138
+00:11:34,020 --> 00:11:41,400
+قطعة filled items جداش بتطلع منهمrepaired items هل
+
+139
+00:11:41,400 --> 00:11:46,500
+ممكن من الخمسين أصلح أربعين فهذا معامل الإصلاح أو
+
+140
+00:11:46,500 --> 00:11:50,740
+استخدام اللي بده يتم إصلاحه ال surface center طبعا
+
+141
+00:11:50,740 --> 00:11:53,360
+في surface center هذه هتسميها raw ال number of
+
+142
+00:11:53,360 --> 00:11:56,780
+servers هذه برضه حاجة مهمة كده عدد الناس اللي
+
+143
+00:11:56,780 --> 00:12:00,900
+بيستخدوا اللي بيشتغلوا هل عددهم كبير فمعنى ذلك
+
+144
+00:12:00,900 --> 00:12:05,860
+انهم ممكن يشهلوا يحلواالمشاكل بشكل سريع و كل واحد
+
+145
+00:12:05,860 --> 00:12:09,780
+ممكن يمسكله part و يخلصوها مع بعض ال initial
+
+146
+00:12:09,780 --> 00:12:13,000
+number of spare parts ال spare parts اللي موجودة
+
+147
+00:12:13,000 --> 00:12:16,380
+على ال shelf عندي جدش عددها اصلا initially عددهم
+
+148
+00:12:16,380 --> 00:12:20,160
+in و أنا جدش بدي يكون عددهم لأن هذا بيهمني دائما
+
+149
+00:12:20,160 --> 00:12:23,560
+هو الحل اللي بدي أصله جدش لازم يكون فيه عندي دائما
+
+150
+00:12:23,560 --> 00:12:30,180
+number of spare partsالأن حددنا تقريبا معظم الأمور
+
+151
+00:12:30,180 --> 00:12:34,100
+اللي بدنا إياها في عندي three variables اللي هي ال
+
+152
+00:12:34,100 --> 00:12:39,020
+waiting time ال utilization أو ال repair
+
+153
+00:12:39,020 --> 00:12:43,520
+utilization factor وعندي ال number of servers
+
+154
+00:12:43,520 --> 00:12:48,100
+والنتج اللي بديها اللي هو ال end أو ال spare parts
+
+155
+00:12:48,100 --> 00:12:51,970
+اللي لازم دايما تكون متوفرةبنحطلها الشغل التاني
+
+156
+00:12:51,970 --> 00:12:55,590
+اللي هي linguistic variables و ال ranges تبعتها ال
+
+157
+00:12:55,590 --> 00:12:59,910
+range من إلى فبنبدأ نحط ال values حددنا ال
+
+158
+00:12:59,910 --> 00:13:03,170
+linguistic ال variables لأ ال variables لسه جواها
+
+159
+00:13:03,170 --> 00:13:08,430
+بنحط ال linguistic value نقول والله للجزء الأول
+
+160
+00:13:08,430 --> 00:13:13,170
+اللي هو ال time أو ال waiting time هيكون في عندي
+
+161
+00:13:13,170 --> 00:13:17,100
+very short في عندي short و في عندي mediumفي عندي
+
+162
+00:13:17,100 --> 00:13:20,480
+medium طبعا لاحظوا أن أنا ماحطتش large أو الكتاب
+
+163
+00:13:20,480 --> 00:13:23,900
+ماكنش متكلم عن ال large لأنه غير مسموح أصلا أنه
+
+164
+00:13:23,900 --> 00:13:29,260
+ييجي ال user و يستنى كتير معناه ذلك أن ال center
+
+165
+00:13:29,260 --> 00:13:34,030
+تبعي مش هيطول كتيرو هيسكر .. هنضطر يسكر لإن ماحدش
+
+166
+00:13:34,030 --> 00:13:38,290
+هيجيني .. كويس فبنعمله notation و بنحدد و أهم شغل
+
+167
+00:13:38,290 --> 00:13:44,470
+نحط ال range تبعها ال range تبعنا أول value ال
+
+168
+00:13:44,470 --> 00:13:51,140
+linguistic value ال very short من صفر ل 0.3كويس و
+
+169
+00:13:51,140 --> 00:13:56,320
+بنعملها Normalize Normalization 0.3 هذه ممكن تكون
+
+170
+00:13:56,320 --> 00:14:01,260
+بال second بال hour بالساعة باليوم حسب طبيعة الشغل
+
+171
+00:14:01,260 --> 00:14:05,760
+نفسه و ايش ال items اللي بتم تصليحها هذه تمام و
+
+172
+00:14:05,760 --> 00:14:11,280
+بنعملها معاملة Normalize بحيث انه تكون موحدة كلها
+
+173
+00:14:11,280 --> 00:14:16,400
+طيب نلاحظ ان ال short اللي تحتها ابتداش من 0.3
+
+174
+00:14:17,700 --> 00:14:22,640
+بتبدأ من 0.1 ليش؟ عشان يكون فيه overlapped area ال
+
+175
+00:14:22,640 --> 00:14:25,580
+overlapped area هذه هي المهمة هي ال .. ال .. ال
+
+176
+00:14:25,580 --> 00:14:30,420
+fuzzyness part او الجزء المضبب .. الضباب اللي في
+
+177
+00:14:30,420 --> 00:14:36,600
+النص وهذا هو اللي فيه كل الشغل كويس لعند 0.5
+
+178
+00:14:36,600 --> 00:14:43,500
+medium هتبدأ من 0.4 ل 0.7 و نفس القلية بنكملها لكل
+
+179
+00:14:43,500 --> 00:14:47,020
+ال variables اللي موجودة عندىفي عند ال number of
+
+180
+00:14:47,020 --> 00:14:50,660
+servers هيكون في عندي small, medium, large في عند
+
+181
+00:14:50,660 --> 00:14:55,000
+ال utilization factor هيكون في عندي low, medium و
+
+182
+00:14:55,000 --> 00:14:58,700
+high low, medium و high و أخيرا ال output اللي أنا
+
+183
+00:14:58,700 --> 00:15:02,840
+محتاجه و عشان هيك يمكن ال values تبعته فرضنا فيها
+
+184
+00:15:02,840 --> 00:15:06,280
+أكتر اللي هي ال number of spheres في عندي very
+
+185
+00:15:06,280 --> 00:15:09,420
+small في small في rather small في medium في rather
+
+186
+00:15:09,420 --> 00:15:14,840
+large في large و في very largeوكلهم نحط لهم
+
+187
+00:15:14,840 --> 00:15:18,220
+تقسيمته لاحظوا أن التقسيمات اللي بتتم هنا قيم ال
+
+188
+00:15:18,220 --> 00:15:22,880
+range اللي بيحطه هذا بيتغير من من system ل system
+
+189
+00:15:22,880 --> 00:15:27,320
+وبيرجع عادة للخبراء للباحث اللي بده يشتغل ال
+
+190
+00:15:27,320 --> 00:15:30,720
+system هذا بده يكون هو على إدراك و وعي كيف عملته
+
+191
+00:15:30,720 --> 00:15:36,160
+التقسيم بس ماينساش جزء ال overlapped area كويس ال
+
+192
+00:15:36,160 --> 00:15:40,310
+fuzzy setالان بعد ما حطينا ال range هذا كله بنبدأ
+
+193
+00:15:40,310 --> 00:15:45,290
+نحط ال sets تبعتنا بنرسم ال sets تبعتنا و نمثلها و
+
+194
+00:15:45,290 --> 00:15:49,590
+بنمثلها دايما بال triangle و ال trapezoid اللي هو
+
+195
+00:15:49,590 --> 00:15:53,730
+شبه المنحرف اللي بتكون عادة في الأطراف بتكون عادة
+
+196
+00:15:53,730 --> 00:15:58,230
+في الأطراف فحنلاجس هنا شبه منحرف هنا و شبه منحرف
+
+197
+00:15:58,230 --> 00:16:02,620
+هنا لكن في النصف الغالب ال triangleفالـ trapezoid
+
+198
+00:16:02,620 --> 00:16:05,920
+بيكون في الأطراف كويس لو ايجينا رسمنا القيم اللى
+
+199
+00:16:05,920 --> 00:16:09,620
+موجودة عندى ال range اللى موجودة عندى على ال sets
+
+200
+00:16:09,620 --> 00:16:17,580
+هنجد هذا الرسم ل ال waiting time هنجد هذه ال
+
+201
+00:16:17,580 --> 00:16:23,310
+relationلـ number of servers هنجد ال relations
+
+202
+00:16:23,310 --> 00:16:27,910
+اللي عندي أو ال degree of relationship ل ال
+
+203
+00:16:27,910 --> 00:16:33,490
+utilization factor و أخيراً ل number of spares N
+
+204
+00:16:33,490 --> 00:16:36,990
+لقيمة ال N اللي موجودة عندي ال N elect and
+
+205
+00:16:36,990 --> 00:16:41,980
+construct fuzzyrules كيف أنا بعمل ال rules نفسها
+
+206
+00:16:41,980 --> 00:16:45,160
+ال rules نفسها الطبيعي عشان أعمل rules و أنا بدي
+
+207
+00:16:45,160 --> 00:16:49,560
+أشتغل بحث و بدنا نشتغل بشكل عملي الطبيعي جدا عشان
+
+208
+00:16:49,560 --> 00:16:54,280
+ننجح في هذا الموضوع محتاجين ال expert to describe
+
+209
+00:16:54,280 --> 00:16:57,240
+how the problem can be solved using fuzzy
+
+210
+00:16:57,240 --> 00:17:00,520
+linguistic variable defined previouslyمحتاجين
+
+211
+00:17:00,520 --> 00:17:04,540
+expert محتاجين خبير في هذا الموضوع ممكن نعمل
+
+212
+00:17:04,540 --> 00:17:08,780
+استبانة ممكن نعمل interview المهم أنه محتاج حد
+
+213
+00:17:08,780 --> 00:17:14,140
+أعرف منه ال application هذا كيف بحله وإيش علاقة ال
+
+214
+00:17:14,140 --> 00:17:17,990
+parameters مع بعضها؟عشان نقول والله إذا كان أنا
+
+215
+00:17:17,990 --> 00:17:21,510
+بدي ال output هذا، طب هو بيعتمد على إيش؟ if this
+
+216
+00:17:21,510 --> 00:17:26,950
+then this، فإذا كان في تحقق ايه فأكيد هتتحقق بيه،
+
+217
+00:17:26,950 --> 00:17:30,850
+طبعا بنسب في النهاية وبناء على ال relationships
+
+218
+00:17:30,850 --> 00:17:36,660
+اللي احنا بنتكلم عنهاكويس ممكن نحصل عليها من other
+
+219
+00:17:36,660 --> 00:17:41,120
+sources زي الكتب من كتب من أبحاث من computer
+
+220
+00:17:41,120 --> 00:17:46,880
+databases من flow diagrams من observed human
+
+221
+00:17:46,880 --> 00:17:51,500
+behavior من سلوك ال human المراقبة اللي براقبه و
+
+222
+00:17:51,500 --> 00:17:57,000
+اللي بيشوفهعلى الـ الـ problem تبعته طيب في شغلة
+
+223
+00:17:57,000 --> 00:18:00,600
+مهمة كمان بنقدر نعملها اللي هي ال ال fuzzy
+
+224
+00:18:00,600 --> 00:18:05,700
+association map ال FAM representation هذه ممكن
+
+225
+00:18:05,700 --> 00:18:10,160
+نبدأ نحددها و نرسم علاقة ال relations أو ال
+
+226
+00:18:10,160 --> 00:18:15,750
+variables مع بعضها ممكن نرسم الآن مثلا تحتالـ time
+
+227
+00:18:15,750 --> 00:18:22,170
+مع ال number of servers نرسمهم مع بعض طيب طبعا هذه
+
+228
+00:18:22,170 --> 00:18:28,750
+ممكن ببساطة جدا هذه تعطيني map لل rules كمان ليش؟
+
+229
+00:18:28,750 --> 00:18:36,150
+لأن إذا قلت if time is very short and number of
+
+230
+00:18:36,150 --> 00:18:45,220
+servers is small then number in very largevery
+
+231
+00:18:45,220 --> 00:18:50,400
+large لأنه إذا كان very short فمعنى ذلك إنه الزمن
+
+232
+00:18:50,400 --> 00:18:54,100
+قصير لازم يكون كتير قصير مايقعدش حد عندي مايطولش
+
+233
+00:18:54,100 --> 00:19:00,100
+عندي لكن عدد ال servers أو اللي بيشتغلوا small لأ
+
+234
+00:19:00,100 --> 00:19:03,600
+معنى ذلك إن ال spheres لازم تكون عندي عددها كبير ف
+
+235
+00:19:03,600 --> 00:19:07,920
+very large لازم يكون دايما كبيرة فهذه ممكن تمثل
+
+236
+00:19:07,920 --> 00:19:11,640
+لناال inputs مع ال outputs هدول بيمثله outputs هنا
+
+237
+00:19:11,640 --> 00:19:16,260
+مع outputs لو قلنا عندي و خلينا نقول هنا medium ..
+
+238
+00:19:16,260 --> 00:19:20,420
+medium هو أسوأ اشي ممكن نفترضه في حالة ال waiting
+
+239
+00:19:20,420 --> 00:19:24,200
+time لكن في النهاية في عندي ال servers عددهم كبير
+
+240
+00:19:25,130 --> 00:19:29,430
+فلأ أكيد في الآخر عدد ال items اللي هتيجي هيقدر
+
+241
+00:19:29,430 --> 00:19:33,570
+يصلحوها لأنه عددهم كبير فاحتمالية إن أنا محتاج
+
+242
+00:19:33,570 --> 00:19:40,650
+items جديدة أو spares جديدة very small .. very
+
+243
+00:19:40,650 --> 00:19:45,170
+short أو very small فاجدش عدد N اللي أنا محتاج
+
+244
+00:19:45,170 --> 00:19:48,310
+أشتري very small مش محتاج يكون على ال shelf حاجة
+
+245
+00:19:48,310 --> 00:19:52,930
+كتير كمية كبيرة ليش لأن في عند الأعمال عددهم كبير
+
+246
+00:19:52,930 --> 00:19:59,800
+كويسو بيشتغلوا بيخلصوا بيخلصوا الشغل طيب طبعا هذه
+
+247
+00:19:59,800 --> 00:20:03,080
+ال rules مش بالضروري ان احنا كتبناها يعني منطقيا
+
+248
+00:20:03,080 --> 00:20:06,340
+ان هي خلاص صح هذه اللي جدام هنعمل عليها tuning
+
+249
+00:20:06,340 --> 00:20:08,940
+يعني هنعمل عليها تعديلات ممكن نضطر نعمل عليها
+
+250
+00:20:08,940 --> 00:20:13,440
+تعديلات الان ممكن نكتبه بشكل جدول كامل زي اللي
+
+251
+00:20:13,440 --> 00:20:17,020
+احنا شايفينه ال rule مع ال output تبعها فهنا ممكن
+
+252
+00:20:17,020 --> 00:20:23,820
+نقول ال rule هذه if time small andالـ number of
+
+253
+00:20:23,820 --> 00:20:29,940
+servers large and ال utilization اللي هي raw is
+
+254
+00:20:29,940 --> 00:20:37,440
+large then number of spares is small فهذه rule هذه
+
+255
+00:20:37,440 --> 00:20:40,820
+كمان rule فإذا في عندي الآن هنا في جداش عندي 27
+
+256
+00:20:40,820 --> 00:20:46,320
+rule ممكنة في عندي 27 rule ممكنة ممكن نكتبها كتابة
+
+257
+00:20:46,320 --> 00:20:53,190
+زي ما أخدناها قبل ذلك ifthen كذا if كذا then كذا
+
+258
+00:20:53,190 --> 00:20:57,450
+if كذا and كذا then كذا و هكذا فإذا في كذا طريقة
+
+259
+00:20:57,450 --> 00:21:02,710
+لتمثيل ال rules نفسها هي كمان طريقة فصار في عندي
+
+260
+00:21:02,710 --> 00:21:09,090
+مجال هذه الطريقةالـ Fuzzy Association Map فيه عندي
+
+261
+00:21:09,090 --> 00:21:12,230
+rule أني أكتبها بالجدول اللي إحنا شايفينه و ممكن
+
+262
+00:21:12,230 --> 00:21:16,630
+نكتبها كتابة عادية بالشكل هذا و ممكن نمثلها بأكتر
+
+263
+00:21:16,630 --> 00:21:23,650
+من FAM أو Fuzzy Association Map زي إنه نعملهم إذا
+
+264
+00:21:23,650 --> 00:21:28,550
+كان في variable زيادة لأن احنا تو كان عندي متغيرين
+
+265
+00:21:28,550 --> 00:21:31,810
+و هم اللي أشتغلت عليهم بينما أخفلت إنه في متغير
+
+266
+00:21:31,810 --> 00:21:35,650
+تالت فممكن أحطهم ك cube في الحالة ديبصيروا تلاتة
+
+267
+00:21:35,650 --> 00:21:40,890
+في الحالة اللي عندي ففي عندي map في حالة ال raw ال
+
+268
+00:21:40,890 --> 00:21:45,090
+utilization large
+
+269
+00:21:45,090 --> 00:21:49,090
+ال utilization medium و ال utilization high تمام
+
+270
+00:21:49,090 --> 00:21:54,550
+بنرسمهم و بنحدد بنكون مثلنا جميع ال rules الممكنين
+
+271
+00:21:54,550 --> 00:21:57,270
+و اللي دورنا عليهم جيبناهم إما من expert أو من
+
+272
+00:21:57,270 --> 00:22:00,870
+الكتب أو من ال journals أو من databases أو من أي
+
+273
+00:22:00,870 --> 00:22:05,880
+مكانعشان نروح لجزء التالت هو الـ Encoding كيف انا
+
+274
+00:22:05,880 --> 00:22:08,720
+ممكن امثل كل الكلام هذا؟ طبعا ان اتمثله في عندى
+
+275
+00:22:08,720 --> 00:22:12,300
+طريقتين اما ان انا برمج و برمجة بالنسبة للمبرمجين
+
+276
+00:22:12,300 --> 00:22:17,120
+يستخدموا الـ C أو الـ C++ أو يطبقوا اي لغة بدهم
+
+277
+00:22:17,120 --> 00:22:21,670
+إياهالكن الحقيقة مش محتاجين لأنه الأنسب الان أنه
+
+278
+00:22:21,670 --> 00:22:25,510
+نستخدم الـ fuzzy logic development tool فيه tools
+
+279
+00:22:25,510 --> 00:22:28,530
+كتيرة صارت موجودة ومنتشرة فيه مثلا من الـ MATLAB
+
+280
+00:22:28,530 --> 00:22:32,310
+الـ MATLAB في عنده toolbox مميزة جدا للـ fuzzy
+
+281
+00:22:32,310 --> 00:22:37,810
+logicوالكل بيستخدمها كل الباحثين والطلاب في
+
+282
+00:22:37,810 --> 00:22:41,310
+الدراسات اللي بيستخدموها وفي عند الـ fuzzy
+
+283
+00:22:41,310 --> 00:22:45,650
+knowledge builder برضه tool تانية ممكن استخدامها
+
+284
+00:22:45,650 --> 00:22:50,670
+النقطة اللي بعد ذلكاللي ممكن نتحدث عنها هي جزئية
+
+285
+00:22:50,670 --> 00:22:54,470
+ال evaluation عملية ال evaluation و let you on the
+
+286
+00:22:54,470 --> 00:22:58,950
+system طيب ال evaluation بكل بساطة ممكن بعد ما
+
+287
+00:22:58,950 --> 00:23:02,530
+نعمل نبني البناء تبعنا كله نيجي نرسم ال relations
+
+288
+00:23:02,530 --> 00:23:06,150
+هذه مع بعضها أو نرسم ال variables مع بعضها بحيث
+
+289
+00:23:06,150 --> 00:23:11,260
+أنه نرسمهم نشوفهم كيف شكلهم مع بعضبعد ما عملنا ال
+
+290
+00:23:11,260 --> 00:23:14,040
+evaluation و استخدمنا البرنامج أو أي برنامج
+
+291
+00:23:14,040 --> 00:23:18,440
+استخدمته زي ال fuzzy logic toolbox و لازم كلهم
+
+292
+00:23:18,440 --> 00:23:22,300
+يكونوا قادرين ان هم يعملوا لك generation لشكل ال
+
+293
+00:23:22,300 --> 00:23:25,120
+outputs او ال performance ال systems performance
+
+294
+00:23:25,120 --> 00:23:29,510
+اللي هتكون بهذا الشكلبنرسمها بهذا الشكل بحيث اني
+
+295
+00:23:29,510 --> 00:23:34,330
+احقق ال rules فممكن يكون عندى for rule base number
+
+296
+00:23:34,330 --> 00:23:38,790
+one بمثلها جدامي و بتطلع عليها و بدقيق فيها كويس
+
+297
+00:23:38,790 --> 00:23:43,990
+هل هي منطقية ولا مش منطقية فلما اقول هنا ال skill
+
+298
+00:23:43,990 --> 00:23:48,450
+هذاأو الـ access هذا بتاع الـ waiting time الـ
+
+299
+00:23:48,450 --> 00:23:53,530
+access هذا تبع عدد ال servers ال .. ال .. ال
+
+300
+00:23:53,530 --> 00:23:58,030
+weight هنا تبعت عدد ال .. ال spares أو ليقيمة N هل
+
+301
+00:23:58,030 --> 00:24:05,360
+فعلا كل ما بتزيد .. بزيد عدد العمالو ممكن نحسبها
+
+302
+00:24:05,360 --> 00:24:08,500
+واحدة واحدة هل بيزيد عدد العمال معناه ذلك انه عدد
+
+303
+00:24:08,500 --> 00:24:11,260
+ال service تبعتي هذا بتقل اللي انا محتاج .. او عدد
+
+304
+00:24:11,260 --> 00:24:14,700
+ال units اللي انا محتاج اشتريها بتقل منطقي كل ما
+
+305
+00:24:14,700 --> 00:24:17,980
+بيزيد معناته بده يقل ال curve تبعنا طيب في المقابل
+
+306
+00:24:17,980 --> 00:24:22,500
+ال time هل كل ما بيزيد بتزيد معه فال relation هذه
+
+307
+00:24:22,500 --> 00:24:26,020
+اللي بترتسم من خلالها بتتم عملية ال evaluation لل
+
+308
+00:24:26,020 --> 00:24:29,640
+system تبعنا هل هو مقنع و طبعا ال expert او ال
+
+309
+00:24:29,640 --> 00:24:34,010
+human expert مناسب يكون موجود و انطابقالكلام هذا
+
+310
+00:24:34,010 --> 00:24:40,530
+كله مع الشغل تبعنا طبعا هذا بيتكرر لكل ال services
+
+311
+00:24:40,530 --> 00:24:44,330
+تبعتنا اللي موجودة لكل ال services اللي موجودة و
+
+312
+00:24:44,330 --> 00:24:47,270
+ال relations ممكن تتغير هنا صار في ال utilization
+
+313
+00:24:47,270 --> 00:24:55,660
+factor مع ال time و لقياس ال number of spearsهنا
+
+314
+00:24:55,660 --> 00:24:58,660
+صار في عندى ال number of surface مع ال delay
+
+315
+00:24:58,660 --> 00:25:02,460
+وبيعطينى ال number of spheres و هكذا فهدول هم
+
+316
+00:25:02,460 --> 00:25:06,160
+العناصر اللى بيخلونى او ال surfaces اللى بتخلينى
+
+317
+00:25:06,160 --> 00:25:12,180
+اشتغل على عملية ال evaluation بنقيمها سواء الباحث
+
+318
+00:25:12,180 --> 00:25:15,140
+هو خبير في الموضوع فبقدر يقيمها هل هي مناسبة و مش
+
+319
+00:25:15,140 --> 00:25:20,400
+مناسبة و بشتغل عليها عشان في الآخرنروح نعمل عملية
+
+320
+00:25:20,400 --> 00:25:24,940
+ممكن نغير و نقول لأ والله أنا محتاج أعمل
+
+321
+00:25:24,940 --> 00:25:29,080
+improvement مثلا محتاج أعمل improvement لإيش؟ يمكن
+
+322
+00:25:29,080 --> 00:25:33,860
+أنه نزود sets إضافية لحاجة معينة لل number of
+
+323
+00:25:33,860 --> 00:25:39,090
+service مثلاإنقول والله هي كانت small و medium و
+
+324
+00:25:39,090 --> 00:25:43,130
+large لأ محتاج أضيف كمان two sets إضافية أقول
+
+325
+00:25:43,130 --> 00:25:46,710
+rather small و rather large يمكن تكون أكثر دقة
+
+326
+00:25:46,710 --> 00:25:51,130
+الأمور بحيث أنه تصير ال modification ل ال fuzzy
+
+327
+00:25:51,130 --> 00:25:56,790
+sets ل number of servers بالشكل اللي إحنا شايفينه
+
+328
+00:25:56,790 --> 00:26:01,310
+في and small في rather small في medium في rather
+
+329
+00:26:01,310 --> 00:26:06,990
+large و في largeهد ايش هتغير؟ هتغير طبعا في كل الـ
+
+330
+00:26:06,990 --> 00:26:09,510
+structure اللي احنا اشتغلناه لأنه هيصير فيه تعديل
+
+331
+00:26:09,510 --> 00:26:13,450
+على كل الجداول اللي اشتغلناها و أهمها يمكن اللي هي
+
+332
+00:26:13,450 --> 00:26:18,910
+ال fuzzy association map هتتغير بدل ما كانت تلاتة
+
+333
+00:26:18,910 --> 00:26:24,460
+في تلاتة هتصير لأ هتصير خمسة في تلاتةOkay هنجي
+
+334
+00:26:24,460 --> 00:26:28,260
+نتطلع كيف اتغيرت ال behavior تبعت أو السلوك لل
+
+335
+00:26:28,260 --> 00:26:32,340
+relations مع بعضها إذا والله التغير مناسب معناته
+
+336
+00:26:32,340 --> 00:26:36,160
+صار تعديل بناء عليها بنبدأ ان اعدل بحيث انه اقول
+
+337
+00:26:36,160 --> 00:26:40,680
+في النهاية ان هذا ال system هيك خالص جاهز بيدخل
+
+338
+00:26:40,680 --> 00:26:44,380
+حيث التنفيذ التنفيذ من أي ناحية؟ من ناحية انه بصير
+
+339
+00:26:44,380 --> 00:26:47,960
+ياخد input من ال user و automatically بيعطي output
+
+340
+00:26:48,950 --> 00:26:51,690
+لأن ال user طبعا مش هيشوف ال relations اللي احنا
+
+341
+00:26:51,690 --> 00:26:55,190
+شايفينها هذه ال relations لل test عشان انا اتأكد
+
+342
+00:26:55,190 --> 00:26:58,690
+ان هو ال relation صحيحة فبصير هو بس بيعطي قيم
+
+343
+00:26:58,690 --> 00:27:03,510
+بيعطي قيم ل ال time بيعطي قيم ل ال servers بيعطي
+
+344
+00:27:03,510 --> 00:27:08,550
+قيم ل ال utilization factor و بتوقع مني اطبقهم على
+
+345
+00:27:08,550 --> 00:27:11,870
+المعادلات اللي جدامي هنا او ال curves اللي جدامي
+
+346
+00:27:11,870 --> 00:27:16,240
+عشان انا اعطيه فقط قيمة n مش اكتربنعطيه قيمة n
+
+347
+00:27:16,240 --> 00:27:19,260
+فبنعمل modeling في هذه الحالة بالشكل اللي احنا ..
+
+348
+00:27:19,260 --> 00:27:24,540
+اللي احنا شايفينه الجزء الأخير ضال ان اعمل tuning
+
+349
+00:27:24,540 --> 00:27:27,980
+للـ fuzzy system بنعمل review model input output
+
+350
+00:27:27,980 --> 00:27:35,460
+variables و بنغير حسب ال range بتاعتنا فممكن ال
+
+351
+00:27:35,460 --> 00:27:38,080
+range اللي كان موجود عندى اعملها اعادة تعريف من
+
+352
+00:27:38,080 --> 00:27:41,780
+أول و جديد و نغيرها في الحالة اللي عندنا ممكن نعمل
+
+353
+00:27:41,780 --> 00:27:45,360
+review لل fuzzy setsالـ Fuzzy sets برضه ممكن
+
+354
+00:27:45,360 --> 00:27:48,500
+نغيرها زي ما عملنا تاوي قبل شوية اضفنا rather
+
+355
+00:27:48,500 --> 00:27:56,920
+small و rather large ممكن نعدل في ال .. ال range
+
+356
+00:27:56,920 --> 00:28:01,420
+نفسه ل ال universe of discourse ممكن نعمل
+
+357
+00:28:01,420 --> 00:28:06,220
+overlapped أكتر بين ال sets و بعضها نزود ال .. ال
+
+358
+00:28:06,220 --> 00:28:12,320
+overlapped areaطبعاً عادة بيستخدم أن يكون 25% بين
+
+359
+00:28:12,320 --> 00:28:17,780
+ال .. ال .. Trapezoid و ال triangle و بين ال
+
+360
+00:28:17,780 --> 00:28:22,120
+triangle و بعضها ممكن يكون من .. من 25% ل 50%
+
+361
+00:28:22,120 --> 00:28:28,680
+overlapped ممكن نراجع ال existing rules ممكن ال
+
+362
+00:28:28,680 --> 00:28:31,220
+existing rules نفسها فيها مشكلة إذا وجدنا أن ال
+
+363
+00:28:31,220 --> 00:28:33,780
+behavior ال curves اللي احنا شوفناها فيها مشكلة
+
+364
+00:28:33,780 --> 00:28:38,700
+ممكن نراجع ال .. ال rules نفسها ممكن نعملبعد هيك
+
+365
+00:28:38,700 --> 00:28:42,500
+مراجعة لل rule based for opportunities to write
+
+366
+00:28:42,500 --> 00:28:46,360
+hedge متذكرين الهدج؟ الهدج هي اللي اتكلمنا عنها
+
+367
+00:28:46,360 --> 00:28:50,660
+اللي هي الأطراف ال edges تبعتنا ممكن نعدل فيها
+
+368
+00:28:50,660 --> 00:28:54,940
+كمان و نغير مش بضروري تكون linear كلها فبصير فيه
+
+369
+00:28:54,940 --> 00:29:00,600
+تعديلات ممكن نعمل ال tools نفسها ال execution
+
+370
+00:29:00,600 --> 00:29:07,070
+weight ممكن نعدل برضه فينغير في ال multiplier و ال
+
+371
+00:29:07,070 --> 00:29:09,170
+weight multiplier إذا كان محتاج أعمل عملية
+
+372
+00:29:09,170 --> 00:29:12,090
+normalization أو مش محتاج أو أضرب في weight معين
+
+373
+00:29:12,090 --> 00:29:18,230
+في الآخر ممكن نغير ال shapes of fuzzy set ال
+
+374
+00:29:18,230 --> 00:29:21,450
+triangle ممكن لأ أعملها قطع من فوق مش بضروري تكون
+
+375
+00:29:21,450 --> 00:29:26,590
+triangle و زاوية ممكن نعدلها بدل ما تكون في النص
+
+376
+00:29:34,810 --> 00:29:38,950
+ممكن بهذا الشكل؟ لأ ممكن نعدل هنا و نعملها بهذا
+
+377
+00:29:38,950 --> 00:29:43,810
+الشكل فال shape نفسه كله يتغير تمام؟ ممكن نفس ال
+
+378
+00:29:43,810 --> 00:29:48,410
+shape هو هو كله نغيره بهذا الشكل بدل ما كانت هيك
+
+379
+00:29:48,410 --> 00:29:55,930
+لأ نعدلها نخليها زي اللون الأحمر بأنها نفس ال
+
+380
+00:29:55,930 --> 00:29:59,090
+range هيها و من نفس البداية و من نفس النهاية لكن
+
+381
+00:29:59,090 --> 00:30:04,890
+بهذا الشكلففي عندي options كتيرة لحقيقة أنه نعدل و
+
+382
+00:30:04,890 --> 00:30:13,090
+نطور في ال shape تبعتنا عشان نصل ل ال highly
+
+383
+00:30:13,090 --> 00:30:16,450
+accuracy
+
+384
+00:30:16,450 --> 00:30:22,570
+في الفuzzy فبذلك بنكون احنا خلصنا تقريبا المثال
+
+385
+00:30:22,570 --> 00:30:26,260
+اللي احنا درسناها الآنواللي ممكن تطبيقها بشكل عملي
+
+386
+00:30:26,260 --> 00:30:29,680
+من خلال نصيحة يمكن تكون الـ Matlab كتير أفضل لأن
+
+387
+00:30:29,680 --> 00:30:33,400
+الـ Matlab Tool قوية جداً وفي مجال الـ Fuzzy كتير
+
+388
+00:30:33,400 --> 00:30:35,980
+مميزة فممكن تكون اللي بيحبوا يشتغلوا في هذا
+
+389
+00:30:35,980 --> 00:30:41,220
+الموضوع يطبقوا الـ Fuzzy بذلك بنكون خلصنا جزئية
+
+390
+00:30:41,220 --> 00:30:44,700
+الـ Fuzzy وكل ما يتعلق بالـ Fuzzy Rules و الـ
+
+391
+00:30:44,700 --> 00:30:50,010
+Fuzzy Logic و الـ Fuzzy Inference الحقيقةالمرة
+
+392
+00:30:50,010 --> 00:30:53,410
+القادمة هنبدأ ونشوف الـ Classifiers أخرى نوع أخر
+
+393
+00:30:53,410 --> 00:30:56,570
+من أنواع الـ Classifiers ضمن مصاقنا للـ Artificial
+
+394
+00:30:56,570 --> 00:30:58,870
+Intelligence يعطيكم العافية وبرك الله فيكم
+
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/MDSw9MK-SC4.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/MDSw9MK-SC4.srt
new file mode 100644
index 0000000000000000000000000000000000000000..4f15e1e90c3eecf4cd586bc6550361f35c9229df
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/MDSw9MK-SC4.srt
@@ -0,0 +1,2733 @@
+1
+00:00:04,990 --> 00:00:06,950
+بسم الله الرحمن الرحيم والصلاة والسلام على أشرف
+
+2
+00:00:06,950 --> 00:00:09,910
+الأنبياء والمرسلين سيدنا محمد وعلى آله وصحبه
+
+3
+00:00:09,910 --> 00:00:15,290
+أجمعين إن شاء الله نبدأ اليوم في موضوعنا الجديد
+
+4
+00:00:15,290 --> 00:00:19,650
+الحقيقي أو التكنولوجي الجديد من أدوات الـ genetic
+
+5
+00:00:19,650 --> 00:00:23,650
+algorithm اللي هي الـ expert systems و التي هي
+
+6
+00:00:23,650 --> 00:00:28,850
+genetic algorithm.  تحدثنا عن الـ fuzzy ثم الـ neural
+
+7
+00:00:28,850 --> 00:00:32,110
+network، واليوم محاضرتنا ستكون عن الـ genetic
+
+8
+00:00:32,110 --> 00:00:37,120
+algorithms أو الخوارزمية الجينية. سنتحدث
+
+9
+00:00:37,120 --> 00:00:40,820
+عن introduction و الـ evolution.  ما معنى
+
+10
+00:00:40,820 --> 00:00:45,100
+evolution؟ وما علاقتها بـ الـ
+
+11
+00:00:45,100 --> 00:00:48,800
+intelligent؟ وما علاقتها بالـ genetic algorithm
+
+12
+00:00:48,800 --> 00:00:53,180
+كـ genetic algorithm في الـ evolution؟ وكلاهما
+
+13
+00:00:53,180 --> 00:00:55,760
+ما علاقتهما بالـ AI أساسًا أو بالـ expert system
+
+14
+00:00:55,760 --> 00:01:00,440
+تبعنا؟ هناخد simulation لـ natural evolution.
+
+15
+00:01:00,440 --> 00:01:03,340
+سنتحدث عن الـ genetic algorithm كـ genetic algorithm
+
+16
+00:01:03,340 --> 00:01:08,840
+الذي هو الـ algorithm نفسه، كيف يعمل؟ وسنأخذ case
+
+17
+00:01:08,840 --> 00:01:13,720
+study لهذا الموضوع على الـ genetic algorithm وما
+
+18
+00:01:13,720 --> 00:01:17,120
+الممكن من مسائل أو problems  الممكن حلها بالـ genetic
+
+19
+00:01:17,120 --> 00:01:20,780
+algorithm.  إنها في الحقيقة من الأدوات القوية جدا في
+
+20
+00:01:20,780 --> 00:01:25,470
+علم الـ AI، وممكن تستخدم كـ expert system قوي جدا.
+
+21
+00:01:25,470 --> 00:01:32,090
+فلنبدأ برضه بنبذة تاريخية، من أين بدأ، وما الذي جاء
+
+22
+00:01:32,090 --> 00:01:36,550
+على بال الرياضيين والمهندسين بفكرة إنه يستخدموا
+
+23
+00:01:36,550 --> 00:01:39,970
+شيئًا مثل الـ genetic algorithm في علمهم، بالنسبة
+
+24
+00:01:39,970 --> 00:01:43,670
+لما نيجي نتكلم عن الـ natural evolution أو التطور
+
+25
+00:01:43,670 --> 00:01:48,810
+الطبيعي. أول ما بدأ، بدأ في 1858 من خلال Charles
+
+26
+00:01:48,810 --> 00:01:53,730
+Darwin، وكلنا نسمع عنه، يعني الحقيقة ما أحد .. ما ..
+
+27
+00:01:53,730 --> 00:01:58,210
+لا يعرف من هو داروين وعملية النشوء والارتقاء التي
+
+28
+00:01:58,210 --> 00:02:04,390
+قدمها كنظرية وفكرة الارتقاء في الكائن
+
+29
+00:02:04,390 --> 00:02:08,450
+البشري أو الكائن الحي بشكل عام. جاء مكملها
+
+30
+00:02:08,450 --> 00:02:13,010
+الحقيقة من هو Darwin's classical theory of
+
+31
+00:02:13,010 --> 00:02:16,910
+evolution، كانت هي النظرية التقليدية للتطور، و
+
+32
+00:02:16,910 --> 00:02:21,710
+بعدين هذه مع Weismann،  ويسمان، ما الذي كان لديه؟ كان لديه
+
+33
+00:02:21,710 --> 00:02:25,890
+نظرية الـ natural selection أو الانتقاء الطبيعي،
+
+34
+00:02:25,890 --> 00:02:30,030
+الانتقاء أو الاختيار الطبيعي للأشياء، طبعًا كمل
+
+35
+00:02:30,030 --> 00:02:33,990
+معهم في نفس هذا المجال من هو Mendel،  وممكن كثير
+
+36
+00:02:33,990 --> 00:02:37,170
+من الطلاب يعرفون Mendel ويعرفون أنه يدرس
+
+37
+00:02:37,170 --> 00:02:41,150
+في الحقيقة في النباتات، قانون Mendel، الذي هو الذي
+
+38
+00:02:41,150 --> 00:02:46,590
+له علاقة بالـ genetics أو الجينات، ما علاقته
+
+39
+00:02:46,590 --> 00:02:50,170
+بالتكاثر، وكيف يمكن للجيل القادم أن يأخذ جيناته من
+
+40
+00:02:50,170 --> 00:02:54,950
+الجيل السابق؟  في الحقيقة، هذه النظريات الثلاث مع بعضها
+
+41
+00:02:54,950 --> 00:02:58,610
+أعطتنا أو قدمت لنا شيئًا يسمى a new Darwinian
+
+42
+00:02:58,610 --> 00:03:04,530
+paradigm، بمعنى النموذج الدارويني الجديد، النموذج
+
+43
+00:03:04,530 --> 00:03:08,430
+الدارويني الجديد. كل طريقة لها علاقة و تعتمد
+
+44
+00:03:08,430 --> 00:03:11,250
+بشكل أساسي في process  بتاعتها على الـ
+
+45
+00:03:11,250 --> 00:03:16,370
+reproduction والـ mutation والـ competition والـ
+
+46
+00:03:16,370 --> 00:03:21,270
+selection. هذه العمليات الحيوية الأساسية، التي هي
+
+47
+00:03:21,270 --> 00:03:27,490
+الانتشار أو التكاثر، الـ mutation التي هي الطفرات، الـ
+
+48
+00:03:27,490 --> 00:03:31,130
+competition الصراع أو المنافسة، والـ selection
+
+49
+00:03:31,130 --> 00:03:35,290
+الانتقاء أو الاختيار. هذه كلها في الحقيقة عملت لنا
+
+50
+00:03:35,290 --> 00:03:42,100
+حركة سموها الـ New Darwinism أو الداروينية الجديدة،
+
+51
+00:03:42,100 --> 00:03:44,760
+أو الأفكار الداروينية الجديدة. ليس بالضرورة أن هي
+
+52
+00:03:44,760 --> 00:03:47,920
+نفس فكرة داروين الكلاسيكية، داروين الذي هو النشوء
+
+53
+00:03:47,920 --> 00:03:51,820
+بالطريقة التي هو فكر فيها، ولكن بفكرة أن البقاء
+
+54
+00:03:51,820 --> 00:03:55,440
+للأصلح. البقاء للأصلح.  في الحقيقة هذه نلاحظها في
+
+55
+00:03:55,440 --> 00:03:59,600
+كثير من الشواهد، ويمكن من أهمها عملية الـ competition
+
+56
+00:03:59,600 --> 00:04:02,220
+التي نلاحظها بشكل كبير في معظم المخلوقات.
+
+57
+00:04:02,220 --> 00:04:07,350
+سنجد أنه يوجد تنافس دائمًا في مواسم التكاثر عند
+
+58
+00:04:07,350 --> 00:04:10,270
+الحيوانات، في الغالب يحدث فيه منافسة، وهذه نشاهدها
+
+59
+00:04:10,270 --> 00:04:13,290
+في الأفلام الوثائقية. معظمنا الحقيقة يعرفها.  فهذه واحدة من
+
+60
+00:04:13,290 --> 00:04:17,110
+العمليات التي يحدث فيها صراع. ما هدف
+
+61
+00:04:17,110 --> 00:04:20,890
+هذا الصراع؟ الحقيقة، هدفه هو البقاء للأصلح، فالأقوى في
+
+62
+00:04:20,890 --> 00:04:24,970
+الغالب هو الذي يبقى مع القطيع. هذه أحد أشكال
+
+63
+00:04:24,970 --> 00:04:29,690
+المنافسة، أو أحد أشكال التفكير الدارويني أو التطور
+
+64
+00:04:29,690 --> 00:04:33,730
+الذي حدث بأفكار من أفكار داروين السابقة القديمة،
+
+65
+00:04:33,730 --> 00:04:38,110
+التي هي الكلاسيكية، والتي كانت تحتاج إلى إعادة
+
+66
+00:04:38,110 --> 00:04:46,300
+صياغة. الآن قدرة التكاثر أو التوالد هذه تظهر
+
+67
+00:04:46,300 --> 00:04:50,520
+في الحقيقة، أو تظهر لنا طبيعة الحياة فعلًا. هي الحياة
+
+68
+00:04:50,520 --> 00:04:53,800
+تحتاج إلى أجيال، جيل يعطي لجيل،
+
+69
+00:04:53,800 --> 00:04:57,470
+جيل يعطي للثاني، للثالث، للرابع،الخامس،  يوجد
+
+70
+00:04:57,470 --> 00:05:01,390
+تغيرات تحدث، تغيرات تحدث كونية حتى، كلنا
+
+71
+00:05:01,390 --> 00:05:04,070
+نعيش تغيرات كونية. هذه التغيرات الكونية، إذا كان
+
+72
+00:05:04,070 --> 00:05:09,450
+الكائن الحي غير قادر على التكيف أو التأقلم معها،
+
+73
+00:05:09,450 --> 00:05:11,790
+والتأقلم معها هذا يجب أن يتم من خلال شيء يسمى
+
+74
+00:05:11,790 --> 00:05:16,780
+mutation، طفرات. إذا لم يتمكن، هذا يعني أنه لا يستطيع
+
+75
+00:05:16,780 --> 00:05:21,780
+أن يكمل. ولو لاحظنا معظم البرامج التي تكون عن
+
+76
+00:05:21,780 --> 00:05:26,000
+الديناصورات وغيرها، سنجد أنها لم تستطع التكيف مع
+
+77
+00:05:26,000 --> 00:05:29,700
+عالم جديد، لهذا انقرضت، لهذا انقرضت، لم يكن
+
+78
+00:05:29,700 --> 00:05:33,760
+لها حق في الحياة، في الاستمرارية.  فإننا نتحدث
+
+79
+00:05:33,760 --> 00:05:38,640
+هنا عن الأجيال،  نتحدث عن الـ
+
+80
+00:05:38,640 --> 00:05:41,540
+mutation، الـ mutation هي الطفرات التي يمكن أن تحدث.
+
+81
+00:05:41,540 --> 00:05:48,160
+سنتحدث عن الـ mating أو المزاوجة، التي هي
+
+82
+00:05:48,160 --> 00:05:51,600
+الكروموزومات مع بعضها. ما الهدف منها؟ هو أن تعطينا
+
+83
+00:05:52,180 --> 00:05:58,080
+جيلًا قويًا قادرًا على تحمل العصر القادم أو التغيرات
+
+84
+00:05:58,080 --> 00:06:02,400
+البيئية. في الغالب، التغيرات التي يمكن أن تحدث في
+
+85
+00:06:02,400 --> 00:06:04,720
+البيئة،  الـ changing أو الـ continuously
+
+86
+00:06:04,720 --> 00:06:08,920
+changing environment. يجب أن يكون الكائن الحي قادرًا
+
+87
+00:06:08,920 --> 00:06:14,920
+على أن يتحرك معها.  كل ما يخص هذه الدراسات سموه
+
+88
+00:06:14,920 --> 00:06:22,020
+الـ new Darwinian research، تمامًا. والتي طبعًا جزء منها
+
+89
+00:06:22,020 --> 00:06:25,440
+هو الـ genetic algorithm.  في الحقيقة، لأنها مبنية على جزئية
+
+90
+00:06:25,440 --> 00:06:28,920
+التي لها علاقة بـ Mendel، جزئية الكروموزومات، في الحقيقة
+
+91
+00:06:28,920 --> 00:06:34,050
+والجينات. سنتحدث عنها. شيء مهم جدًا، لكي نقيس
+
+92
+00:06:34,050 --> 00:06:37,190
+في الحقيقة الـ evolution تبعي، هل هو جيد أم لا؟
+
+93
+00:06:37,190 --> 00:06:39,910
+بقدر أعرف، على أساس أنه هو الذي يقودني إلى الـ
+
+94
+00:06:39,910 --> 00:06:44,410
+maintenance of population، الـ populations ability
+
+95
+00:06:44,410 --> 00:06:49,710
+to survive،  التي هي قدرة السكان أو المجتمع على
+
+96
+00:06:49,710 --> 00:06:55,680
+البقاء، و reproduce،  إعادة الإنتاج،
+
+97
+00:06:55,680 --> 00:06:59,700
+الذي هو يخرج لنا جيلًا جديدًا in a specific environment.
+
+98
+00:06:59,700 --> 00:07:03,760
+ومهم جدًا أن نكون في بيئة حاليًا موجودة. أما
+
+99
+00:07:03,760 --> 00:07:08,020
+فلا أستطيع أن أقول والله أنا قوي ولكن لا أتحمل البرد. فنلاحظ
+
+100
+00:07:08,020 --> 00:07:12,520
+أنه والله مناخنا ذاهب إلى البرد، هذا يعني طبيعيًا أنا
+
+101
+00:07:12,520 --> 00:07:15,000
+لا أستطيع التكيف معه، إذا كنت أقول لا أستطيع العيش
+
+102
+00:07:15,000 --> 00:07:18,490
+ولا أستطيع ترتيب أموري.  ألاحظ أن طبيعي جدًا أن يحدث شيء
+
+103
+00:07:18,490 --> 00:07:21,950
+يسمى evolutionary fitness.  الـ fitness هذه هي
+
+104
+00:07:21,950 --> 00:07:26,530
+اللياقة التطورية،  إلى أي مدى أستطيع التطور؟ هذه تحتاج إلى
+
+105
+00:07:26,530 --> 00:07:31,130
+قياس.  في الحقيقة، علم كبير،  ممكن ليس مجالي، ولكن نحن
+
+106
+00:07:31,130 --> 00:07:35,850
+نريد أن نأخذ منه ما يخص كيف نطوعه لشكل رياضي
+
+107
+00:07:35,850 --> 00:07:38,970
+يحلل لنا مسائل، لا أكثر ولا أقل.  فأستطيع أن اسميه expert
+
+108
+00:07:38,970 --> 00:07:44,090
+system.  لا نريد أن نغوص كثيرًا في الحقيقة في تفاصيل الـ
+
+109
+00:07:44,090 --> 00:07:47,430
+الـ fitness، بقدر ما هو أن هذه objective
+
+110
+00:07:47,430 --> 00:07:50,650
+function.  الـ fitness هذا يعني أنني أريد أن أقيس ما هو
+
+111
+00:07:50,650 --> 00:07:53,950
+اللياقة، المقصود فيها، هل اللياقة هي القوة؟ هل
+
+112
+00:07:53,950 --> 00:07:58,690
+اللياقة هي الذكاء؟ هل اللياقة هي التكييف؟  ماذا بالضبط
+
+113
+00:07:58,690 --> 00:08:01,950
+تعني كلمة fitness هذه؟  سنأخذها على أنها الـ
+
+114
+00:08:01,950 --> 00:08:04,610
+objective function، ليس أكثر من ذلك.  الـ function التي
+
+115
+00:08:04,610 --> 00:08:07,690
+أريدها أن تكون أفضل ما يمكن، ونحن نعرف أن الـ
+
+116
+00:08:07,690 --> 00:08:11,550
+expert systems بشكل أساسي هدفها أن أحصل
+
+117
+00:08:11,550 --> 00:08:16,030
+على الـ optimal solution.  يكون لدي مشكلة فيها حلول،
+
+118
+00:08:16,950 --> 00:08:20,730
+أريد أن أحصل على الأفضل. هذه هي الـ fitness. كيف يمكن
+
+119
+00:08:20,730 --> 00:08:24,770
+أن أعرف الـ optimality هذه كمعادلة؟ أسميها fitness بكل
+
+120
+00:08:24,770 --> 00:08:27,990
+بساطة، فقط لا أكثر ولا أقل. فالـ fitness أستطيع أن أسميها
+
+121
+00:08:27,990 --> 00:08:32,230
+quantitative measure لـ ability to predict
+
+122
+00:08:32,230 --> 00:08:39,470
+environmental change. فإذا هي فعليًا قياس كمي لقدرة
+
+123
+00:08:39,470 --> 00:08:44,770
+على توقع التغيرات البيئية أو التوقع في المحيط البيئي
+
+124
+00:08:44,770 --> 00:08:50,490
+المحيط، والذي يجعلني أكون adequately أو respond
+
+125
+00:08:50,490 --> 00:08:54,390
+adequately، بشكل مناسب، أتكيف بشكل مناسب معها.
+
+126
+00:08:54,390 --> 00:08:57,550
+يمكننا أن نكون متكيفين بشكل مناسب، وهذه في الحقيقة هي
+
+127
+00:08:57,550 --> 00:09:02,370
+طبيعة الحياة، وهذه فعلاً هي طبيعة الحياة، أنني
+
+128
+00:09:02,370 --> 00:09:06,990
+أستطيع أن أتكيف. هذا الكلام يمكن أن نرى له أمثلة كثيرة.
+
+129
+00:09:06,990 --> 00:09:09,730
+هذه الأمثلة الكثيرة، لو افترضنا أن الـ population
+
+130
+00:09:09,730 --> 00:09:13,270
+تبعنا هي الـ rabbits أو الأرانب، فسنجد أن بعض
+
+131
+00:09:13,270 --> 00:09:17,570
+الأرانب أسرع من غيرها. طالما
+
+132
+00:09:17,570 --> 00:09:20,970
+هي أسرع من غيرها، فالقانون يقول أن الـ fitness
+
+133
+00:09:20,970 --> 00:09:25,290
+بتاعتها أعلى. الـ fitness  بتاعتها أعلى، لماذا؟ لأن السرعة
+
+134
+00:09:25,290 --> 00:09:29,670
+هي العامل المهم للأرنب في البرية، للأرنب في البرية
+
+135
+00:09:29,670 --> 00:09:32,910
+أعداء كثيرون، إذا لم تكن سريعة، هذا يعني أنها لا
+
+136
+00:09:32,910 --> 00:09:37,190
+ستعيش أصلًا، لن تكمل، لن تستطيع أن تكمل. فالـ
+
+137
+00:09:37,190 --> 00:09:40,620
+superior fitness بتاعتها أعلى، الأرانب السريعة،
+
+138
+00:09:40,620 --> 00:09:45,560
+والسريعة هذه، من المفروض أن الطبيعة تجعلها تمرر
+
+139
+00:09:45,560 --> 00:09:48,800
+جيناتها للأجيال القادمة، لماذا؟ لأنها سريعة،
+
+140
+00:09:48,800 --> 00:09:52,160
+فالأجيال القادمة منها ستأخذ من جيناتها، من
+
+141
+00:09:52,160 --> 00:09:55,600
+الكروموزومات بتاعتها، كروموزومات السرعة أو جينات
+
+142
+00:09:55,600 --> 00:09:58,880
+السرعة. فالمفروض أنها تمرر شيئًا إيجابيًا بين
+
+143
+00:09:58,880 --> 00:10:03,580
+جنسها، الذي هو جنس الأرانب هذا. شيء جيد، فتكون  مررت
+
+144
+00:10:03,580 --> 00:10:07,220
+لها شيئًا جيدًا، وهذه في الحقيقة تحدي وفرصة كبيرة تعطي
+
+145
+00:10:07,220 --> 00:10:14,040
+للجيل القادم لتجنب الـ foxes مثلاً، و surviving and
+
+146
+00:10:14,040 --> 00:10:18,260
+them breeding.  بمعنى أنها تعطيها فرصة أن تتجنب
+
+147
+00:10:18,260 --> 00:10:21,460
+الثعالب. الثعالب هذه التي هي كل شيء يمكن
+
+148
+00:10:21,460 --> 00:10:25,780
+أن يأكلها أو كل شيء يمكن أن يكون خطرًا عليها. فتتجنب
+
+149
+00:10:25,780 --> 00:10:29,100
+الثعالب لأنها ستكون أسرع، وهذا سيجعلها surviving،
+
+150
+00:10:29,100 --> 00:10:34,680
+التي هي تنجو، وإذا نجت، هذا يعني أنها ستستمر وستتطور و
+
+151
+00:10:34,680 --> 00:10:40,380
+ستتكاثر وتتولد لتعطينا جيلًا جديدًا. فإذا
+
+152
+00:10:40,380 --> 00:10:44,800
+اتفقنا على هذا المفهوم بالنسبة للأرنب البرية،
+
+153
+00:10:44,800 --> 00:10:48,800
+هذا يعني أن المتوقع أن الـ parents سيكونوا أرنبين
+
+154
+00:10:48,800 --> 00:10:51,660
+استمرا في الحياة، يعني كانوا أقوياء، كانوا سريعين
+
+155
+00:10:51,660 --> 00:10:54,860
+بما فيه الكفاية ليظلوا على قيد الحياة،  عندما يحدث بينهما
+
+156
+00:10:54,860 --> 00:11:00,260
+التزاوج، لكروموزوماتهم مع بعض، فالأصل أو المتوقع
+
+157
+00:11:00,260 --> 00:11:04,940
+هكذا، أن جيناتهما ستنقل صفة السرعة و صفة البقاء و
+
+158
+00:11:04,940 --> 00:11:08,520
+التكييف مع هذه البيئة. وهذا الجزء الذي نحن في الحقيقة
+
+159
+00:11:08,520 --> 00:11:12,700
+نريد أن نأخذه ونحاول أن نطوعه بشكل هندسي، لكي نفهم كيف
+
+160
+00:11:12,700 --> 00:11:15,620
+يمكنني أن أحل منه معادلات رياضية في النهاية، كيف يمكن
+
+161
+00:11:15,620 --> 00:11:21,190
+أن نحلها أو نستخدمه لمعادلات رياضية عندنا.  فلنتحدث عن الـ
+
+162
+00:11:21,190 --> 00:11:24,550
+genetic algorithms الآن بالشكل الرياضي، بشكلها
+
+163
+00:11:24,550 --> 00:11:27,550
+الرياضي أو بشكلها الهندسي، لكي نصنع شيئًا يسمى
+
+164
+00:11:27,550 --> 00:11:30,410
+expert system.  كانت في بداية السبعينات، في الحقيقة، من
+
+165
+00:11:30,410 --> 00:11:34,490
+خلال John Holland، الذي قدم لنا أول concept لفكرة
+
+166
+00:11:34,490 --> 00:11:38,930
+الـ genetic algorithms أو الخوارزميات الجينية.  الفكرة كانت مبسطة، أنه يريد أن يجعل الـ computers
+
+167
+00:11:38,930 --> 00:11:43,510
+تعمل نفس الـ nature أو الطبيعة، تعمل بنفس آلية
+
+168
+00:11:44,220 --> 00:11:49,080
+الطبيعة. كيف؟ يعني تعمل بنفس آلية الطبيعة؟ أن
+
+169
+00:11:49,080 --> 00:11:52,220
+والله تتطور حالها، أو تتطور الحلول التي عندها. عندها
+
+170
+00:11:52,220 --> 00:11:56,720
+حل معين، تحاول أن تعدل عليه بحيث يتطور إلى حل أفضل،
+
+171
+00:11:56,720 --> 00:12:01,580
+إلى حل أفضل، من خلال عملية iterations متلاحقة، وراء بعضها
+
+172
+00:12:01,580 --> 00:12:06,100
+تمشي فيها في اتجاه أنها تحصل على الحل الأمثل أو
+
+173
+00:12:06,100 --> 00:12:10,500
+الحل الأفضل. هولند قدم هذه الفكرة، وقدمها من خلال
+
+174
+00:12:15,040 --> 00:12:18,220
+أن ال
+
+223
+00:15:37,810 --> 00:15:40,730
+هذا اللي احنا نعكس فيه شوية طبيعة أن هنا لأ احنا
+
+224
+00:15:40,730 --> 00:15:44,150
+بدنا يكون عندنا ثابت عشان ما ندخلش في غلطة أكثر في
+
+225
+00:15:44,150 --> 00:15:47,410
+الحل فهتكون ثابت الشغل الثاني من ال initialization
+
+226
+00:15:47,410 --> 00:15:49,050
+اللي أنا محتاجه اللي هو ال size of the chromosome
+
+227
+00:15:49,050 --> 00:15:55,030
+population، الـ population تبعتنا N، فمعناته في كل
+
+228
+00:15:55,030 --> 00:16:00,130
+جيل بده يكون عنده N population، وهذه برضه مش طبيعية
+
+229
+00:16:00,130 --> 00:16:04,750
+أو مختلفة عن الـ natural أو الطبيعي، الـ natural
+
+230
+00:16:04,750 --> 00:16:09,390
+الطبيعي لأ، هي الـ population تبعتنا بتزيد، بتزيد
+
+231
+00:16:09,390 --> 00:16:13,290
+وهذه عاملة أحد المشاكل في العالم، إن الزيادة ممكن
+
+232
+00:16:13,290 --> 00:16:18,090
+تكون معادلات شوية صعبة، فالكوكب مش عارفين أن أي
+
+233
+00:16:18,090 --> 00:16:21,330
+زيادة ممكن يظل متحمل عدد البشر في بعض الأماكن
+
+234
+00:16:21,330 --> 00:16:25,400
+أحيانا، خصوصا بالنسبة للدول اللي مغلقة، مسكرة حدود أو
+
+235
+00:16:25,400 --> 00:16:30,840
+شيء، فالزيادات دي عندنا هندسيا أو رياضيا هنقول أن
+
+236
+00:16:30,840 --> 00:16:34,620
+هي قيمتها دائما N، فانا هعمل generation بقيمة N فقط
+
+237
+00:16:34,620 --> 00:16:38,200
+مش حاجة، وده ازود، مش هنجب إن ازود بعدين، هنعمل
+
+238
+00:16:38,200 --> 00:16:41,340
+عملية crossover probability، برضه parameter مهم جدا
+
+239
+00:16:41,340 --> 00:16:45,820
+جدًا، احتمالية أن يصير فيه المزاوجة دي، بمعنى أنّه
+
+240
+00:16:45,820 --> 00:16:50,640
+جدًا، احتمالية نقل الجينات للجيل القادم، ممكن يكون
+
+241
+00:16:50,640 --> 00:16:55,820
+مثلا تصير عملية استنساخ كامل؟ ما حدش بيعرف، هنشوف
+
+242
+00:16:55,820 --> 00:16:59,520
+هذه كلها الـ probabilities، هذه بدنا ناخدها في
+
+243
+00:16:59,520 --> 00:17:02,860
+الحساب، بس هذه كلها parameters أنا محتاج أكون
+
+244
+00:17:02,860 --> 00:17:06,400
+محددها مسبقا، محددينها مسبقا، زائد probability
+
+245
+00:17:06,400 --> 00:17:09,200
+مهمة جدا في الآخر، اللي هي الـ mutation probability
+
+246
+00:17:09,200 --> 00:17:14,350
+أو احتمالية الطفرة، برضه هذه القيمة بدي أعطيها بحيث
+
+247
+00:17:14,350 --> 00:17:17,830
+أنّه بناء عليها أشوف امتى فيه احتمالية أنّه يصير
+
+248
+00:17:17,830 --> 00:17:21,030
+طفرة وامتى لأ، أنا مش محتاج أعمل طفرة، هذه الخطوة
+
+249
+00:17:21,030 --> 00:17:24,430
+الأولى أن نعمل initialization لكل الـ parameters
+
+250
+00:17:24,430 --> 00:17:28,970
+الممكنة، بعد ذلك step number two أن أعمل fitness
+
+251
+00:17:28,970 --> 00:17:31,710
+function، أعرف الـ fitness function هي إيش، الـ
+
+252
+00:17:31,710 --> 00:17:33,630
+fitness function اللي بدي إياها، هل أنا بدي أعمل
+
+253
+00:17:33,630 --> 00:17:39,670
+minimize للـ cost مثلا، أو كل شكل الـ cost، كل الـ
+
+254
+00:17:39,670 --> 00:17:43,550
+parameters أو كل المتغيرات، الـ quantities اللي ممكن
+
+255
+00:17:43,550 --> 00:17:47,700
+أحطها مع كلمة cost، فكلّه بدي أعمله minimize أو بدي
+
+256
+00:17:47,700 --> 00:17:50,800
+أحطها مع كيس الـ performance، فبدي أعملها maximize
+
+257
+00:17:50,800 --> 00:17:55,040
+فهذه محتاجة أعرفها بشكل دقيق، الشكل، المعادلة هذه
+
+258
+00:17:55,040 --> 00:17:59,140
+اللي بدي أعملها maximize or minimize أو أحصل على
+
+259
+00:17:59,140 --> 00:18:02,640
+الـ optimal solution بتاعتها، طبعا لقياس الـ
+
+260
+00:18:02,640 --> 00:18:05,700
+performance، عشان أقيس الـ performance، طبعا عشان أقيس
+
+261
+00:18:05,700 --> 00:18:08,520
+الـ performance، يعني هنا الفرضية أن أنا بدي أعمل
+
+262
+00:18:08,520 --> 00:18:13,080
+maximize للـ performance، كويس، أو الـ fitness
+
+263
+00:18:13,080 --> 00:18:17,300
+بنسميها إما الـ fitness function أو measure of
+
+264
+00:18:17,300 --> 00:18:20,540
+performance أو fitness اختصارًا وخلاص، وهدى من
+
+265
+00:18:20,540 --> 00:18:25,440
+خلالها بنعمل الـ fitness هدى، وبنقيسها لكل الـ
+
+266
+00:18:25,440 --> 00:18:29,540
+individual chromosome in the problem domain، لكل الـ
+
+267
+00:18:30,470 --> 00:18:33,790
+الـ population بتاعتنا، عددهم سبعة، ثمانية، عشر، عشرين
+
+268
+00:18:33,790 --> 00:18:37,070
+ألف، ألفين، ثلاثة كلهم بدنا نقيس لهم الـ fitness
+
+269
+00:18:37,070 --> 00:18:40,150
+بتاعتهم، فالـ fitness function هذه هي الأساس، وهذه
+
+270
+00:18:40,150 --> 00:18:44,210
+اللي بتعملنا الأساس في فكرة الـ selection، بعدين مين
+
+271
+00:18:44,210 --> 00:18:50,270
+اللي اختاره يعمل mating أو مين اللي اختاره أحسس إنه
+
+272
+00:18:50,270 --> 00:18:54,070
+يعمل عملية المزاوجة، فلازم يكون اللي هو الأعلى
+
+273
+00:18:54,070 --> 00:18:59,210
+performance أو الأفضل fitness، الأفضل fitness،
+
+274
+00:18:59,210 --> 00:19:01,990
+الأكثر لائقة يعني، كويس، هذا الخطوة الثانية
+
+275
+00:19:01,990 --> 00:19:05,430
+الخطوة الثالثة، Randomly بنعمل generation للـ
+
+276
+00:19:05,430 --> 00:19:10,420
+population of chromosomes، لمين؟ للـ size اللي أنا
+
+277
+00:19:10,420 --> 00:19:14,180
+حاطه له قيمة N، خمسة، ستة، عشرة، بمعنى ذلك بدي
+
+278
+00:19:14,180 --> 00:19:17,460
+أكون في عندي كروموزوم أول، ثاني، ثالث، رابع، خامس،
+
+279
+00:19:17,460 --> 00:19:22,660
+ثم كروموزوم N، فبقول أن والله الـ generation اكتمل،
+
+280
+00:19:22,660 --> 00:19:26,700
+الجيل اكتمل، هي العدد كامل، فالـ population كاملة
+
+281
+00:19:27,440 --> 00:19:31,800
+هدول النقاط أو الـ chromosomes، خطوة رقم أربعة، مدام
+
+282
+00:19:31,800 --> 00:19:34,440
+عندي الـ fitness، عرفناها مسبقا، الـ fitness function
+
+283
+00:19:34,440 --> 00:19:37,800
+الآن بنقيس الـ fitness function اللي قلناهم، فبتصير
+
+284
+00:19:37,800 --> 00:19:41,680
+الـ F of X واحد، جدًّا الـ fitness function أو الـ
+
+285
+00:19:41,680 --> 00:19:46,120
+fitness value للكروموزوم الأول، fitness value لكروموزوم
+
+286
+00:19:46,120 --> 00:19:50,360
+الثاني، الثالث، الرابع، الخامس to كروموزوم N، ده كروموزوم
+
+287
+00:19:50,360 --> 00:19:52,800
+N، اللي هو خلصنا هيك الـ population
+
+288
+00:20:00,060 --> 00:20:05,940
+بنعمل تبادل في قيم الكروموزومات، عملية التبادل اللي
+
+289
+00:20:05,940 --> 00:20:10,180
+هي cross-over اللاحق، بدنا نختارهم الأول، مين
+
+290
+00:20:10,180 --> 00:20:13,860
+اللي يحق له أن يعمل cross-over لاحقا، فهذه برضه
+
+291
+00:20:13,860 --> 00:20:18,040
+هتكون من خلال probability، الـ probability لمين؟
+
+292
+00:20:18,040 --> 00:20:22,560
+لعدنا، هنقيسها لـ probability لـ fitness بالنسبة
+
+293
+00:20:22,560 --> 00:20:26,840
+للـ fitness بالنسبة للكل، هتلاحظ أن هي Stochastic
+
+294
+00:20:26,840 --> 00:20:29,840
+Model، هذا، هذا Stochastic Model، بمعنى هو عشوائي
+
+295
+00:20:29,840 --> 00:20:35,070
+شوية، هو عشوائي، ومدام عشوائي، كلها probability في
+
+296
+00:20:35,070 --> 00:20:38,110
+الغالب، كلها هتكون معتمدة على الـ probability
+
+297
+00:20:38,110 --> 00:20:42,910
+الحقيقة في شغلها، create a pair of offspring
+
+298
+00:20:42,910 --> 00:20:47,850
+chromosomes، الآن بنبدأ نعمل creation للكروموزوم
+
+299
+00:20:47,850 --> 00:20:52,710
+القادم، الكروموزوم القادم من خلال عملية الـ crossover
+
+300
+00:20:52,710 --> 00:20:57,170
+الـ crossover هاي، في عندي gene أول و gene ثاني
+
+301
+00:20:57,170 --> 00:21:02,500
+بنجسهم وبنبدلهم، بصير جيل كروموزوم وكروموزوم بس
+
+302
+00:21:02,500 --> 00:21:05,400
+مختلفة عن الكروموزومات الأولانية، كويس، هذه هي
+
+303
+00:21:05,400 --> 00:21:08,920
+الفكرة crossover، ثم بنعمل عملية mutation،
+
+304
+00:21:08,920 --> 00:21:12,600
+هنشوفهم، كل واحدة من المراحل هذه، بس إحنا قاعدين
+
+305
+00:21:12,600 --> 00:21:14,660
+بنقول الـ algorithm الآن، على اعتبار أن اسمه
+
+306
+00:21:14,660 --> 00:21:17,280
+genetic algorithm، قاعدين بنبدأ من خلال مثال
+
+307
+00:21:17,280 --> 00:21:23,330
+نشرحهم، الآن بنحط الـ created offspring chromosomes
+
+308
+00:21:23,330 --> 00:21:29,050
+in a new population، الـ population هذه لازم عدد الـ
+
+309
+00:21:29,050 --> 00:21:35,510
+chromosomes فيها نوصله لـ N، in new chromosomes، عشان
+
+310
+00:21:35,510 --> 00:21:43,150
+أقوله والله صار عندي عدد كافي للجيل القادم، ثم بعد
+
+311
+00:21:43,150 --> 00:21:46,770
+ذلك بنرجع للخطوة رقم خمسة، الخطوة رقم خمسة، عشان
+
+312
+00:21:46,770 --> 00:21:52,110
+أرجع أعمل كمان مرة، أحدد مين اللي الآن بيحق له، أنا
+
+313
+00:21:52,110 --> 00:21:55,630
+في الأول عملت probability وعملنا selection لإثنين
+
+314
+00:21:55,630 --> 00:22:02,050
+إثنين هدول، عملنا crossover وخلصناه تمام، بس الآن
+
+315
+00:22:02,050 --> 00:22:07,150
+لـ new generation، جدًّا صار عدد الـ chromosomes فيه
+
+316
+00:22:07,150 --> 00:22:09,850
+إثنين، يمكن أن أنا الـ N أكبر من إثنين، أكثر من إثنين
+
+317
+00:22:09,850 --> 00:22:12,570
+فبعد ما أكون عملت لهم generation، برجع ثاني كمان
+
+318
+00:22:12,570 --> 00:22:16,910
+مرة، أعمل كمان selection لها chromosomes، كمان مرة، و
+
+319
+00:22:16,910 --> 00:22:20,310
+قد يكون من الـ chromosomes الإثنين هدول، واحد من الـ
+
+320
+00:22:20,310 --> 00:22:22,550
+chromosomes اللي في الأول اتكرر معايا كمان مرة، الـ
+
+321
+00:22:22,550 --> 00:22:25,460
+probability دي اللي بتقول، الاحتمالية هي اللي بتقول
+
+322
+00:22:25,460 --> 00:22:29,500
+فبخليها احتمالية تختار له واحد من الكروموزومات حسب
+
+323
+00:22:29,500 --> 00:22:33,600
+الـ fitness value تبعه، كويس، عملنا selection كمان
+
+324
+00:22:33,600 --> 00:22:38,340
+مرة، هنستمر كل مرة نرجع نعمل selection، selection لعدّ
+
+325
+00:22:38,340 --> 00:22:42,180
+ما نوصل لـ size of a new chromosome population
+
+326
+00:22:42,180 --> 00:22:46,920
+فالـ population اكتفت، خلاص حددنا الـ N تبعتنا، بنوقف
+
+327
+00:22:46,920 --> 00:22:51,180
+فبيصبح equal لـ size تبع الـ initial population size
+
+328
+00:22:51,180 --> 00:22:55,340
+اللي هو إيش N، اللي هو قيمة N، الآن بعد ما خلصنا
+
+329
+00:22:55,340 --> 00:22:59,160
+الجيل كله على بعضه، خلصناه كامل، بنروح للـ step رقم 9
+
+330
+00:22:59,160 --> 00:23:05,280
+عشان نستبدل كل الـ initial chromosome population بالـ
+
+331
+00:23:05,280 --> 00:23:10,260
+population الجديد تبع من؟ تبع الـ offspring، بعد ذلك
+
+332
+00:23:10,260 --> 00:23:16,080
+بنروح للخطوة رقم أربعة، عشان نرجع نعمل الـ
+
+333
+00:23:16,080 --> 00:23:19,280
+offspring هدول، نعمل لهم، نحسب لهم قيمة الـ fitness
+
+334
+00:23:19,280 --> 00:23:24,870
+بتاعتهم، محسب قيمة الـ fitness، نرجع حسب قيم الـ fitness
+
+335
+00:23:24,870 --> 00:23:28,810
+نرجع نبني للجيل اللي وراه، للـ generation اللي ..
+
+336
+00:23:28,810 --> 00:23:32,570
+اللي بعده، للـ generation اللي بعده، بهذا الشكل بتكون
+
+337
+00:23:32,570 --> 00:23:37,170
+اشتغلنا عليها، الآن في حاجات مهمة جدا اللي هي قد إيش
+
+338
+00:23:37,170 --> 00:23:41,770
+عدد الـ iterations، بمعنى كم جيل لأ بدي أبني قبل ما
+
+339
+00:23:41,770 --> 00:23:46,840
+أقول أنّه حلت المشكلة، هي عندي معادلة، والمعادلة شوية
+
+340
+00:23:46,840 --> 00:23:52,420
+معقدة وفيها function، يعني هي multi objective
+
+341
+00:23:52,420 --> 00:23:55,600
+function، فيها أكثر من متغير بيحكمه أكثر من output
+
+342
+00:23:55,600 --> 00:24:02,340
+ممكن، بدي أحلها، كم iteration؟ لأ هنا مش هنسميها a book،
+
+343
+00:24:02,340 --> 00:24:06,720
+هنسميها كم generation بدنا، كم generation بدنا،
+
+344
+00:24:06,720 --> 00:24:10,060
+فكم generation يعني الـ generation عادة typically
+
+345
+00:24:10,060 --> 00:24:13,520
+من خمسين لخمسمائة generation، في الغالب، يعني معظم
+
+346
+00:24:13,520 --> 00:24:16,000
+الـ problems إزاي بتشتغل، طيب، الـ process كلها على
+
+347
+00:24:16,000 --> 00:24:19,960
+بعض، لو بدي أقول خمسمائة generation، الخمسمائة
+
+348
+00:24:19,960 --> 00:24:25,310
+generation كلهم على بعض هدول بسميهم run، تنفيذة
+
+349
+00:24:25,310 --> 00:24:28,230
+خلاص أنا نفذت مرة الـ genetic algorithm، عملت تنفيذ
+
+350
+00:24:28,230 --> 00:24:32,050
+كامل لـ genetic algorithm، تمام، الـ stochastic زي ما
+
+351
+00:24:32,050 --> 00:24:36,050
+قلنا، الـ stochastic search method هذه هي الأساس في
+
+352
+00:24:36,050 --> 00:24:39,010
+شغل الـ genetic algorithm، فالـ fitness من خلال الـ
+
+353
+00:24:39,010 --> 00:24:46,450
+fitness للـ population وبتخليها دائما stable لعدد
+
+354
+00:24:46,450 --> 00:24:49,870
+الـ generations، فلازم تكون عدد الـ generations
+
+355
+00:24:49,870 --> 00:24:54,450
+stable لعند ما .. يعني ما يكونش في عندي إشكاليات
+
+356
+00:24:54,450 --> 00:24:59,010
+فأول شغلة اللي هتختلف عن الواقع هي أنّه الـ
+
+357
+00:24:59,010 --> 00:25:06,330
+chromosome ثابت، الـ population ثابتة، in، بدنا نشتغل
+
+358
+00:25:06,330 --> 00:25:11,090
+على عدد generation محدد، بعد عدد generation محدد
+
+359
+00:25:11,090 --> 00:25:16,610
+بدنا نوقف، Stochastic كل شغلها هيكون عشوائي، شغلها
+
+360
+00:25:16,610 --> 00:25:21,010
+معظمه هيكون عشوائي، بمعنى أنّه كل مرة بنفذ فيها الـ
+
+361
+00:25:21,010 --> 00:25:24,690
+genetic algorithm هتطلع نتاج قد تكون مختلفة، إذا
+
+362
+00:25:24,690 --> 00:25:28,390
+عدد الـ generation موصلنيش للـ optimal solution، كويس
+
+363
+00:25:28,390 --> 00:25:32,090
+ففي
+
+364
+00:25:32,090 --> 00:25:35,850
+الحالة هذه، okay، بنكون بنوقف، امتى بنقدر نوقف؟ هنوقف
+
+365
+00:25:35,850 --> 00:25:42,210
+إما بعد العدد كله هذا على بعضه، وبنقيس، أفضل حالة من
+
+366
+00:25:42,210 --> 00:25:47,870
+الخمسمائة، نفترض أفضل حالة أو حل من الخمسمائة
+
+367
+00:25:47,870 --> 00:25:52,230
+generation، هدول أفضل حل فيهم، أجيت طبقته ووجدت أنّه
+
+368
+00:25:52,230 --> 00:25:55,490
+لأ، مش مرضي، بنرجع بنعيدها كمان مرة، بنرجع بنعيدها
+
+369
+00:25:55,490 --> 00:26:01,210
+كمان مرة، لما نوقف، فممكن جدًا إذا ماوصلتش لـ
+
+370
+00:26:01,210 --> 00:26:06,470
+satisfactory solution، ما وصلتش للحل المرضي، الـ
+
+371
+00:26:06,470 --> 00:26:10,050
+Genetic algorithm is restarted، نرجع نقيّتها من أول
+
+372
+00:26:10,050 --> 00:26:15,840
+وجديد، بكافة الكلام النظري، ناخد أمثلة عشان نشوف، نطبق
+
+373
+00:26:15,840 --> 00:26:19,840
+شوية الكلام هذا، كيف ممكن نطبقه بشكل حقيقي، لأن زي
+
+374
+00:26:19,840 --> 00:26:23,320
+ما قلنا، Stochastic Model، قبل هيك ما كانش في مجال
+
+375
+00:26:23,320 --> 00:26:26,900
+نكتب شيء، لأنّه معتمد بشكل كثير على الـ probability
+
+376
+00:26:26,900 --> 00:26:29,980
+فالآن لأ، بدنا من خلال مثال عشان نتبين الأمور أكثر
+
+377
+00:26:29,980 --> 00:26:33,200
+هفترض أن الـ genetic algorithm كـ case study بدأ
+
+378
+00:26:33,200 --> 00:26:39,120
+تحليلنا، بشكل أساسي المعادلة 15x ناقص x تربيع، بدنا
+
+379
+00:26:39,120 --> 00:26:43,500
+نعملها Maximize، Maximize يعني بتجيب أعلى نقطة لـ x
+
+380
+00:26:43,500 --> 00:26:50,260
+بتعطيني أعلى قيمة أو بتاخد قيمة x الأفضل، مش أعلى
+
+381
+00:26:50,260 --> 00:26:54,940
+هي optimal x عشان تعطيني أعلى قيمة للـ f of x، للـ
+
+382
+00:26:54,940 --> 00:26:59,580
+functional value هذه، تمام، مبدئيًا هقول أن الحل من 0
+
+383
+00:26:59,580 --> 00:27:04,780
+لـ 15، فابدأ أحدد الـ interval تبعتي اللي بقاشي أتعمل
+
+384
+00:27:04,780 --> 00:27:07,280
+فيها، فالـ interval، الـ initial interval بتاعتنا من 0
+
+385
+00:27:07,280 --> 00:27:12,800
+لـ 15، نبدأ منها، وهقول أن عدد الـ bits للـ
+
+386
+00:27:12,800 --> 00:27:17,060
+chromosome أربعة، عدد الـ bits أربعة، وبدي أتعامل
+
+387
+00:27:17,060 --> 00:27:20,760
+على أساس أن الحل integer، بدنا نتعامل معه على أساس
+
+388
+00:27:20,760 --> 00:27:27,080
+أنّه الحل integer، فـ 1، 2، 3، 4، 5، 6، 7، 8، 9، 10، 11، 12، 13
+
+389
+00:27:27,080 --> 00:27:31,940
+14، 15، هذه الحلول الممكنة، هذه الحلول الممكنة، تمام
+
+390
+00:27:31,940 --> 00:27:36,000
+الـ population تبعتنا ستة، بمعنى أنّه في كل جيل بيكون
+
+391
+00:27:36,000 --> 00:27:40,220
+فيه ستة حلول فقط، ستة حلول فقط، وهذا الـ coding تبعهم
+
+392
+00:27:40,220 --> 00:27:43,520
+عملناه معاملة conic binary code، لكل حل ممكن من
+
+445
+00:32:05,000 --> 00:32:07,440
+أنت بتشتغل على function مش عارف شكلها أو ال
+
+446
+00:32:07,440 --> 00:32:11,660
+problem أعقد من أنك أنت تشوف ترسمها بشكلها الأمامي
+
+447
+00:32:11,660 --> 00:32:14,080
+يعني ممكن تكون هذه الـ 2D مثلا أنا حدد بالعكس
+
+448
+00:32:14,080 --> 00:32:19,680
+حتى الـ 1D هذه عبارة عن one dimension two dimension
+
+449
+00:32:19,680 --> 00:32:25,040
+برضه لسه مقبولة بتقدر ترسمها بالـ 3D space و بمشي
+
+450
+00:32:25,040 --> 00:32:27,620
+الحال لكن لو الـ dimension .. عفوا الـ
+
+451
+00:32:27,620 --> 00:32:32,270
+dimensionality بتاعتها كبيرة كتير عالية ما بتقدر
+
+452
+00:32:32,270 --> 00:32:37,670
+ترسمها و تشوف شكلها فبدك تضطر تصدق الأرقام كأرقامها
+
+453
+00:32:37,670 --> 00:32:42,830
+بس أما كـ visualization مش قادر أنت تعرضها بشكل
+
+454
+00:32:42,830 --> 00:32:47,870
+visualization كويس فمبدأيا هذا هيك الشكل اللي إحنا
+
+455
+00:32:47,870 --> 00:32:51,690
+شايفينه و شايفين القيم كيف جبناها عملية الـ
+
+456
+00:32:51,690 --> 00:32:56,590
+selection الآن وهذه هي الأهم الحقيقة في الـ
+
+457
+00:32:56,590 --> 00:33:00,550
+selection بدنا نأخذ بالنا أن مين اللي منهم هيكون
+
+458
+00:33:00,550 --> 00:33:06,690
+ناجي هينجو بمعنى أنه هنعمل له selection كويس خليني
+
+459
+00:33:06,690 --> 00:33:11,010
+أرجع شوية لـ الـ selections تبعتنا إحنا عارفين أنه
+
+460
+00:33:11,010 --> 00:33:17,160
+هدول ينطبق عليهم الـ 100% هدول الأرقام كلهم مجمعة
+
+461
+00:33:17,160 --> 00:33:26,220
+100% فبجسم الـ by هذه حسب قيمهم بقول والله من 0 ل
+
+462
+00:33:26,220 --> 00:33:40,660
+16.5 هذه x1 طيب زود على الـ 16.5 كمان 20.2 هيصير في
+
+463
+00:33:40,660 --> 00:33:42,400
+عندي 36
+
+464
+00:33:45,030 --> 00:33:52,610
+فاصلة سبعة فهذه هقول X2 تمام و هكذا هنزود ستة
+
+465
+00:33:52,610 --> 00:33:56,250
+معناه ذلك أنه هقول هاي في عندي هنا القيمة قد إيش
+
+466
+00:33:56,250 --> 00:33:59,890
+بتصير وين ستة فاصلة أربعة فبيصير عندي تلاتة و
+
+467
+00:33:59,890 --> 00:34:08,460
+أربعين فاصلة تلاتة فاصلة واحد 1 and so on بنجسمها
+
+468
+00:34:08,460 --> 00:34:14,780
+هذه طبعا x3 بنجسمها بنكمل لـ x4 و x5 .. آه ما فيش
+
+469
+00:34:14,780 --> 00:34:22,500
+سبعة خليني أعملها هيك أظن x5 و 6 كبار شوية كبار
+
+470
+00:34:22,500 --> 00:34:28,080
+فحقول أنه هي بالشكل هذا x6 تمام جسمناهم على الـ by
+
+471
+00:34:28,080 --> 00:34:33,860
+الـ by هذه يسموها أو يستوحوا من فكرة الـ Roulette
+
+472
+00:34:33,860 --> 00:34:40,840
+Selection أو Roulette Wheel اللي هي عجلة الروليت الـ
+
+473
+00:34:40,840 --> 00:34:44,240
+Roulette اللي بيستخدموها عادة في اللعب هنستخدم نفس
+
+474
+00:34:44,240 --> 00:34:49,700
+الفكرة هقول بدي أعمل برنامج يعملي sub routine يعني
+
+475
+00:34:49,700 --> 00:34:58,430
+برنامج يعملي generation لرقم من واحد لمئة من واحد
+
+476
+00:34:58,430 --> 00:35:02,710
+لمئة أو من صفر لتسعة وتسعين زي ما بتحب مش هتفرق
+
+477
+00:35:02,710 --> 00:35:06,630
+كتير يعني المعنى المهم أنه عددهم مئة عددهم مئة
+
+478
+00:35:06,630 --> 00:35:12,290
+بحيث أنه تعمل generation الـ generation هذا نفترض
+
+479
+00:35:12,290 --> 00:35:19,310
+طلع الرقم نفترض مين نفترض رقم ثلاثين طلع ثلاثين
+
+480
+00:35:19,310 --> 00:35:23,130
+ثلاثين بيجي هنا معناته هختار X2
+
+481
+00:35:25,610 --> 00:35:29,330
+هنختار نعمل عملية selection لـ X2 في الحالة دي طيب
+
+482
+00:35:29,330 --> 00:35:35,250
+كمان مرة اعمل generation randomly لرقم من 0 أو من
+
+483
+00:35:35,250 --> 00:35:41,790
+0 ل 99 أو من 1 ل 100 كويس؟ Randomly بشكل عشوائي
+
+484
+00:35:41,790 --> 00:35:49,810
+طلع رقم افترض 50 أو 55 مش عارف 55 ممكن تيجي هنا مع
+
+485
+00:35:49,810 --> 00:35:56,360
+X4 معناه ذلك أنه صار عندي X2 و X4 هدول اللي عملتهم
+
+486
+00:35:56,360 --> 00:36:00,080
+عملت selection فبروح بمسكهم و بقول أنتو إلكم
+
+487
+00:36:00,080 --> 00:36:05,980
+الأحقية تعملوا crossover يعني تتورثوا جيناتكم
+
+488
+00:36:05,980 --> 00:36:12,790
+للجيل القادم تمام؟ بهذا الشكل كويس عشان نعمل الكلام
+
+489
+00:36:12,790 --> 00:36:15,270
+هذا حاجة .. حاجة أمسك الـ .. الـ .. الـ chromosome
+
+490
+00:36:15,270 --> 00:36:18,930
+لكل واحد منهم و أبدله فصار في عندي اثنين
+
+491
+00:36:18,930 --> 00:36:22,050
+chromosome جديد هدول هيروحوا لمين؟ للـ new
+
+492
+00:36:22,050 --> 00:36:26,610
+population كويس لكن ضاع اثنين الحقيقة صار الـ
+
+493
+00:36:26,610 --> 00:36:29,810
+chromosome في الـ .. في الجيل القادم أنا محتاج ستة
+
+494
+00:36:30,410 --> 00:36:33,250
+محتاجين ستة، قلنا أنه فيه الآن ستة، مع أن ذلك
+
+495
+00:36:33,250 --> 00:36:36,810
+برجع بعيد كمان مرة عملت الـ selection مرة أخرى، من
+
+496
+00:36:36,810 --> 00:36:39,210
+خلال أنه برضه نفس الـ code بقوله عمل لي generation
+
+497
+00:36:39,210 --> 00:36:43,730
+لرقم، و بشوف الرقم هذا وين بيقع على الـ roulette،
+
+498
+00:36:43,730 --> 00:36:46,490
+عشان نختار، مش أختار من هيك، فعملت الـ probability
+
+499
+00:36:46,490 --> 00:36:51,310
+بسيطة جدا، عملت الـ selection، و بنقدر نعملها من
+
+500
+00:36:51,310 --> 00:36:54,790
+خلال الـ roulette wheel selection، بالشكل اللي إحنا
+
+501
+00:36:54,790 --> 00:36:59,270
+شايفينه تماما زي ما إحنا افترضناه أو اشتغلنا عليه
+
+502
+00:37:01,860 --> 00:37:07,400
+فهيهم حطيناهم كنسب وهذا هو الـ code أو الـ sub
+
+503
+00:37:07,400 --> 00:37:10,840
+routine أو الـ function اللي المفروض هتعمل ليه
+
+504
+00:37:10,840 --> 00:37:15,300
+عملية generation لـ random value لـ Random Value
+
+505
+00:37:15,300 --> 00:37:18,300
+بنعمل بعد هيك عملية crossover فالـ crossover هنا
+
+506
+00:37:18,300 --> 00:37:22,120
+بتعمل عملية المزاوجة للكروموزومات زي ما قلنا اللي
+
+507
+00:37:22,120 --> 00:37:27,340
+تم اختيارهم اللي تم اختيارهم هناخد كل الأنواع
+
+508
+00:37:27,340 --> 00:37:32,960
+اللي يمكن اللي يهمني هنا الـ .. أن هو بيصير
+
+509
+00:37:32,960 --> 00:37:38,970
+crossover ولا cloning ولا Cloning بناء على إيش؟
+
+510
+00:37:38,970 --> 00:37:42,390
+بناء على Probability فالآن هنا بناخد أي
+
+511
+00:37:42,390 --> 00:37:47,290
+Probability لـ Probability تاعة الـ crossover فبجي
+
+512
+00:37:47,290 --> 00:37:49,750
+بمسك الـ Probability تاعة الـ crossover و بطبقها
+
+513
+00:37:49,750 --> 00:37:56,570
+قد إيش احتمالية أنه لازم أعمل crossover لـ X2 و X4
+
+514
+00:37:56,570 --> 00:38:03,040
+اللي تم اختيارهم طيب قد إيش 0.7 طيب كيف بدي أطلع
+
+515
+00:38:03,040 --> 00:38:08,120
+احتمالية هذه بـ code هقوله اعملي generation برضه
+
+516
+00:38:08,120 --> 00:38:13,460
+للوحد واحد من واحد للمئة هذه أو من صفر لتسعة
+
+517
+00:38:13,460 --> 00:38:19,900
+وتسعين إذا والله الرقم أقل من سبعين معناته بدنا
+
+518
+00:38:19,900 --> 00:38:24,880
+نعمل crossover إذا أكبر من سبعين بدناش نعمل
+
+519
+00:38:24,880 --> 00:38:29,400
+crossover بس إذا ما عملناش crossover صار اسمها
+
+520
+00:38:29,400 --> 00:38:34,140
+cloning استنساخ بيصير اسم العملية هنا استنساخ يعني
+
+521
+00:38:34,140 --> 00:38:37,840
+بدنا نمسك الكروموزوم زي ما هو و نمرره للجيل اللي
+
+522
+00:38:37,840 --> 00:38:41,960
+وراها كما هو بدون تغيير زي ما هو بدون تغيير فهذا
+
+523
+00:38:41,960 --> 00:38:47,480
+بنسميها cloning كويس هيها بنفس القيمة الآن في بعض
+
+524
+00:38:47,480 --> 00:38:52,020
+الـ algorithms بتقول بدنا نجسم من نص الكروموزوم
+
+525
+00:38:52,020 --> 00:38:55,340
+بالضبط و في بعضهم بيقولوا لأ أنا برضه بدي أعمل
+
+526
+00:38:55,340 --> 00:39:00,990
+احتمالية من وين بالضبط فإذا كان الـ code تبعنا
+
+527
+00:39:00,990 --> 00:39:06,310
+كان بهذا الشكل فعليا الـ code عبارة عن أربعة معنى
+
+528
+00:39:06,310 --> 00:39:11,710
+ذلك أنه في عنده واحد اثنين ثلاثة واحد اثنين ثلاثة
+
+529
+00:39:11,710 --> 00:39:16,870
+check ممكن نعمل برضه algorithm اختار لي واحد اثنين
+
+530
+00:39:16,870 --> 00:39:21,790
+ثلاثة randomly اختار واحد من الثلاثة أرقام خل الـ
+
+531
+00:39:21,790 --> 00:39:25,970
+code هو اللي عشوائيا يطلع لك يا عشوائيا بطلّي علاقة
+
+532
+00:39:25,970 --> 00:39:31,770
+فممكن تعمله الـ 100 بس بدك طبعا تعمل عملية تحويل من
+
+533
+00:39:31,770 --> 00:39:36,790
+الرقم اللي بيطلع من 100 لأرقام صحيحة وبعدين تقسم
+
+534
+00:39:36,790 --> 00:39:42,860
+بحيث أن الـ ratio بتاعة 100 تروح للثلاثة تروح لثلاثة زي
+
+535
+00:39:42,860 --> 00:39:45,000
+مثلا من صفر لتسعة وتسعين تسعة وتسعين تقسم على
+
+536
+00:39:45,000 --> 00:39:48,560
+ثلاثة تقسم على ثلاثة و ثلاثين فتطلع واحد من الأرقام
+
+537
+00:39:48,560 --> 00:39:51,580
+أو between them وبعدين تعمل كأنه threshold إذا مش
+
+538
+00:39:51,580 --> 00:39:55,940
+حابب تعمل code آخر طبعا المهندسين الحاسوب فاهميني
+
+539
+00:39:56,570 --> 00:40:00,470
+إذا بدكاش تقدر تعمل code آخر غير الـ .. الـ code
+
+540
+00:40:00,470 --> 00:40:04,250
+اللي أنت خلاص معتمده كـ sub routine بس فتقدر تطلع
+
+541
+00:40:04,250 --> 00:40:07,410
+حتى نتاج تحت الـ sub routine تبعك تقدر تطلعها بدكاش
+
+542
+00:40:07,410 --> 00:40:10,170
+خلاص فش مشكلة اعمل sub routine ثاني أو function
+
+543
+00:40:10,170 --> 00:40:13,190
+ثانية تعمل لك generation لرقم يا واحد يا اثنين يا
+
+544
+00:40:13,190 --> 00:40:17,110
+ثلاثة إذا طلع واحد معناته بدنا نعمل crossover هنا
+
+545
+00:40:19,480 --> 00:40:24,560
+فالاثنين اللي عندي هدول بدي أجسم بهذا الشكل أجسمهم
+
+546
+00:40:24,560 --> 00:40:29,100
+من هنا أخذ هذه مكان هذه وهذه مكان هذه و خلاص صار
+
+547
+00:40:29,100 --> 00:40:34,500
+chromosomes جديدة لكن لو طلع الرقم اثنين لأ بدنا
+
+548
+00:40:34,500 --> 00:40:38,260
+نجسم بعد البيت الثانية رقم ثلاثة بدي أجسم بعد البيت
+
+549
+00:40:38,260 --> 00:40:43,550
+الثالثة and so on و أبدل و أبدل فكلها Stochastic
+
+550
+00:40:43,550 --> 00:40:46,250
+واضح أن هي Stochastic Model Stochastic Model كلها
+
+551
+00:40:46,250 --> 00:40:48,750
+Probability مبنية على الـ Probability فقط على الـ
+
+552
+00:40:48,750 --> 00:40:51,250
+Probability عشان تقول لك كل مرة بتنفس فيها الـ
+
+553
+00:40:51,250 --> 00:40:54,370
+genetic algorithm هتطلع نتائج مختلفة بتطلع نتائج
+
+554
+00:40:54,370 --> 00:40:59,780
+مختلفة تماما فهي الفكرة بالضبط هنا مثلا جسم عند
+
+555
+00:40:59,780 --> 00:41:04,780
+الرقم 2 بمعنى عند الاثنين بيبدل فأخذنا هدول
+
+556
+00:41:04,780 --> 00:41:08,780
+بدلناهم مع هدول هنا بعد واحد فاستخدمنا هدول
+
+557
+00:41:08,780 --> 00:41:13,220
+بدلناهم مع هدول هنا إيش عملنا؟ ما بدلناش شيء إيش
+
+558
+00:41:13,220 --> 00:41:17,820
+اسمها؟ Cloning زي ما هم بينزلوا زي ما هم بيروحوا
+
+559
+00:41:17,820 --> 00:41:23,730
+الجيل اللي وراه تمام فإذا أول مرة اخترنا ستة مع
+
+560
+00:41:23,730 --> 00:41:28,510
+اثنين و بدلنا هيصير فيه اثنين اجداد offspring
+
+561
+00:41:28,510 --> 00:41:32,830
+أجداد واحد مع خمسة و هيصير فيه اثنين و هدول ما
+
+562
+00:41:32,830 --> 00:41:36,650
+اتغيرش فيصير الستة كاملين بشكل كامل اللي أنا الـ
+
+563
+00:41:36,650 --> 00:41:41,380
+mutation عملية الـ mutation إيش بدنا نعمل فيها؟ الـ
+
+564
+00:41:41,380 --> 00:41:45,300
+mutation إحنا قلنا من تقريبا كقيمة من واحد من ألف
+
+565
+00:41:45,300 --> 00:41:49,360
+لواحد من مئة، إيش يعني؟ إذا من واحد من مئة، كل
+
+566
+00:41:49,360 --> 00:41:53,300
+الموضوع بسيط، هنا، هنا بتصير، هنا بتقول له من واحد
+
+567
+00:41:53,300 --> 00:41:57,340
+لمئة، أنت اختار لك أي رقم، قول له إذا طلع رقم ثلاثين،
+
+568
+00:41:57,340 --> 00:41:59,580
+بالضبط ثلاثين، لا أكبر ولا أقل، بدنا نعمل الـ
+
+569
+00:41:59,580 --> 00:42:02,640
+mutation، قول له إذا طلع الرقم واحد، بدنا نعمل الـ
+
+570
+00:42:02,640 --> 00:42:05,280
+mutation، إذا طلعت تسعة وتسعين، بدنا نعمل الـ
+
+571
+00:42:05,280 --> 00:42:09,450
+mutation، أنت ممكن تختار عشوائيا أي رقم بحيث أن الـ
+
+572
+00:42:09,450 --> 00:42:13,510
+chance تبع الرقم هو واحد من المئة الـ chance تبعه
+
+573
+00:42:13,510 --> 00:42:17,850
+هي كإنه احتمالية واحد من المئة كويس إذا طلع معناته
+
+574
+00:42:17,850 --> 00:42:21,650
+بدنا نعمل الـ mutation تمام؟ وهذا الكلام بتعمله
+
+575
+00:42:21,650 --> 00:42:26,610
+للكروموزومات الستة اللي طلعوا جداد تفحصهم للأول اعمل
+
+576
+00:42:26,610 --> 00:42:32,130
+ولا ما تعملش طيب فبتعمل generation لمين لرقم عشوائي
+
+577
+00:42:32,130 --> 00:42:35,350
+من واحد لمئة ما طلعش خلاص معناته هو ده ما بديش اعمل
+
+578
+00:42:35,350 --> 00:42:39,150
+فيه للثاني اعمل كمان مرة ما طلعش للثالث للرابع
+
+579
+00:42:39,150 --> 00:42:44,370
+للخامس أفرض السادس طلع الرقم اللي أنت حاطه إذا طلع
+
+580
+00:42:44,370 --> 00:42:48,960
+رقم واحد بدنا نعمل mutation طلع رقم واحد فالـ
+
+581
+00:42:48,960 --> 00:42:53,620
+mutation إيش بدك تسوي هنا بدك ترجع كمان مرة ترجع
+
+582
+00:42:53,620 --> 00:42:56,300
+للـ code اللي هنا واحد ولا اثنين ولا ثلاثة تقول
+
+583
+00:42:56,300 --> 00:43:00,940
+بعد واحد ولا بعد اثنين ولا بعد ثلاثة بدنا نغير
+
+584
+00:43:00,940 --> 00:43:05,020
+عشان تيجي أنه bit من الـ bits هدول أو الـ digits
+
+585
+00:43:05,020 --> 00:43:08,320
+هدول اللي بدك تغيرها إيش هنتغيرها يعني إذا كانت
+
+586
+00:43:08,320 --> 00:43:13,300
+واحد اجلبها صفر و إذا كانت صفر اجلبها واحد شايف
+
+587
+00:43:13,300 --> 00:43:18,200
+قد إيش كمية الـ randomization كمية randomization عالية
+
+588
+00:43:18,200 --> 00:43:21,000
+جدا عشان هيك واضح أن genetic algorithm هي تشخيص
+
+589
+00:43:21,000 --> 00:43:24,680
+كامل واضح تماما لحاجة اسمها stochastic model
+
+590
+00:43:24,680 --> 00:43:30,200
+للموديل العشوائي طبعا لاحظ إذا كان أنا بتكلم عن
+
+591
+00:43:30,200 --> 00:43:34,460
+واحد من ألف إيش يعني يعني الأرقام اللي متاحة لإني
+
+592
+00:43:34,460 --> 00:43:39,620
+أختار منها هي من واحد لألف من واحد لألف إذا كان
+
+593
+00:43:39,620 --> 00:43:44,040
+طلع say مثلا أنت حط أي رقم من عندك المهم أنه أعطيته
+
+594
+00:43:44,040 --> 00:43:47,420
+chance أنه رقم من ألف رقم ممكن يعملهم generation
+
+595
+00:43:47,420 --> 00:43:52,840
+يمكن يعملهم generation فبهذا الشكل بتتم إذا كان
+
+596
+00:43:52,840 --> 00:43:58,080
+واحد من ألف أو واحد من مئة واحد من مئة تمام فافترض
+
+597
+00:43:58,080 --> 00:44:00,620
+أنه عند ستة ما طلعش
+
+598
+00:44:02,780 --> 00:44:07,100
+ما طلعش معناته مش هنعمل له أي mutation أي طفرة ولا
+
+599
+00:44:07,100 --> 00:44:11,580
+اثنين في ثلاثة عمل في ثلاثة عمل فأعطيته code اختار
+
+600
+00:44:11,580 --> 00:44:16,580
+له من واحد لأربعة اختار لنا اثنين خلاص ما دام اختار
+
+601
+00:44:16,580 --> 00:44:21,590
+اثنين باشي بتطلع قد إيش قيمة اثنين واحد بجلبها صفر هي
+
+602
+00:44:21,590 --> 00:44:26,130
+الـ mutation هي الطفرة الرابع ما غيرش فيه شيء
+
+603
+00:44:26,130 --> 00:44:29,890
+الخامس صدفة أنه والله أه بده يعمل الـ mutation باجي
+
+604
+00:44:29,890 --> 00:44:33,230
+برضه نفس الكلام بعمله اختار لك الـ code طبعا الـ code
+
+605
+00:44:33,230 --> 00:44:36,370
+اللي برمجي هو اللي بقول له اختار لك واحد اثنين ثلاثة
+
+606
+00:44:36,370 --> 00:44:39,730
+أربعة واحد منهم اختار فاختار ثلاثة باجي بتطلع على
+
+607
+00:44:39,730 --> 00:44:44,890
+ثلاثة قد إيش قيمة الـ الـ الـ gene الثالث في الـ
+
+608
+00:44:44,890 --> 00:44:51,090
+chromosome صفر بجلبها لواحد السادس قيمتها ما تغيرتش
+
+609
+00:44:51,090 --> 00:44:54,570
+فخلاص هي الأكواد الجديدة أو هي الـ chromosome
+
+610
+00:44:54,570 --> 00:44:59,150
+الجديد الـ population عفوا الجديد أو الجيل الجديد
+
+611
+00:44:59,150 --> 00:45:03,210
+بالستة chromosomes الجديدة تبعه وهيهم واحدة اثنتين
+
+612
+00:45:03,210 --> 00:45:08,690
+ثلاثة أربعة خمسة ستة هذه الستة اللي بدنا نشتغل
+
+613
+00:45:08,690 --> 00:45:14,190
+عليهم للجيل القادم للجيل القادم فإذن بنقدر نجمّل
+
+614
+00:45:14,190 --> 00:45:19,0
+
+667
+00:49:10,430 --> 00:49:13,690
+تبعنا كويس الـ range داخل الـ range هذا أنا جسمت الـ
+
+668
+00:49:13,690 --> 00:49:19,210
+accuracy بثمانية جسمنا الحل بثمانية كل واحد منهم
+
+669
+00:49:20,260 --> 00:49:24,140
+بثمانية يعني لو كله أصفار يعني الأصل أنه أنا موجود
+
+670
+00:49:24,140 --> 00:49:27,580
+عند أقل قيمة اللي هي minus 3 ولو كله ones
+
+671
+00:49:27,580 --> 00:49:31,840
+الـثمانية هدول لـ X معناته أنا المفروض عند الـثلاثة،
+
+672
+00:49:31,840 --> 00:49:36,240
+هيك معناها، هيك المعنى تبعها، كويسة أقدا كيف بدنا
+
+673
+00:49:36,240 --> 00:49:41,980
+نعمله، كالتالي أنه مبدئيا بدنا نفترض أنه هنا عدد
+
+674
+00:49:41,980 --> 00:49:47,380
+الـ population برضه هنقول أنه هنستخدمه 6 الـ .. الـ
+
+675
+00:49:47,380 --> 00:49:54,100
+population size 6 و8 bit string لكل متغير فيكون
+
+676
+00:49:54,100 --> 00:49:58,760
+هنا هذا الجزء تبع X وهذا الجزء تبع Y ولكن مع بعضهم
+
+677
+00:49:58,760 --> 00:50:03,100
+مع بعضهم هيكونوا مبدئيا عشان نعمل عملية الـ
+
+678
+00:50:03,100 --> 00:50:06,320
+evaluation أنا المعادلة اللي عندي كانت decimal
+
+679
+00:50:06,320 --> 00:50:10,500
+عشان نعمل عملية الـ evaluation محتاج أحول كل واحد
+
+680
+00:50:10,500 --> 00:50:16,240
+منهم هذه X أنحوله لـ decimal بهالفش فيها مشكلة
+
+681
+00:50:16,240 --> 00:50:20,300
+عملية التحويل مش هيكلسنة خامسة مش مش مش مشكلة
+
+682
+00:50:20,300 --> 00:50:25,980
+كبيرة أو لمجستير أو لرابع مش هتكون إشكالية أن احنا
+
+683
+00:50:25,980 --> 00:50:31,940
+نحولها من binary لـ mean لـ decimal ونفس الكلام
+
+684
+00:50:31,940 --> 00:50:37,700
+للجزء الثاني اللي هو قيمة y فنفس الشيء y بتتحول لـ
+
+685
+00:50:37,700 --> 00:50:45,640
+decimal هذه 138 decimal وهذه 59 decimal طيب الرقمين
+
+686
+00:50:45,640 --> 00:50:49,340
+دول الحقيقة خارج الـ range تبعنا اللي هو من minus 3
+
+687
+00:50:49,340 --> 00:50:55,060
+لـ 3 خارج تماما الـ range تبعنا ليش؟ لأنه لازم خطوة
+
+688
+00:50:55,060 --> 00:51:00,600
+نعمل الآن خطوة أن الـ 138 لازم تضرب في step size أو
+
+689
+00:51:00,600 --> 00:51:05,910
+في الـ accuracy تبعت الـ .. أو الـ sensitivity تبعت الـ
+
+690
+00:51:05,910 --> 00:51:09,390
+one digit في كل واحدة منهم كل digit من هدول لما
+
+691
+00:51:09,390 --> 00:51:13,250
+بتتغير جدش المفروض بتتغير على أرض الواقع من minus
+
+692
+00:51:13,250 --> 00:51:20,650
+3 لـ 3 عشان هيك هنقول أن من minus 3 لـ 3 هي 6 فعليا
+
+693
+00:51:20,650 --> 00:51:32,160
+المسافة 6، 6 على 256 ناقص 1 على 256 ناقص 1 كويسة 256
+
+694
+00:51:32,160 --> 00:51:36,480
+ناقص واحد لأن الـ range تبعي فعليا هو من صفر لـ 2 to
+
+695
+00:51:36,480 --> 00:51:42,920
+the power 8 ناقص واحد، ناقص واحد عادة احنا لما
+
+696
+00:51:42,920 --> 00:51:50,620
+نقول مثلا من صفر لـ 2 to the power 3 ناقص واحد هيك
+
+697
+00:51:50,620 --> 00:51:54,500
+بنقولها ليش؟ لأن هذه الأرقام اللي تمثل بالـ digits
+
+698
+00:51:54,500 --> 00:52:01,420
+ثلاثة فالـ digits عددهم ثلاثة ممكن أمثل فيهم صفر
+
+699
+00:52:01,420 --> 00:52:07,300
+واحد لعند مين؟ لعند سبعة بس اللي هي إيش؟ 2 to
+
+700
+00:52:07,300 --> 00:52:10,680
+the power ثمانية ناقص واحد، to the power ثلاثة عفوا
+
+701
+00:52:10,680 --> 00:52:15,560
+ناقص واحد يعني ثمانية ناقص واحد، نفس الكلام هنا من
+
+702
+00:52:15,560 --> 00:52:19,240
+صفر لـ 2 to the power ثمانية ناقص واحد، فإذا
+
+703
+00:52:19,240 --> 00:52:26,940
+بتكلم كـ accuracy كل digit كل digit في الـ binary
+
+704
+00:52:26,940 --> 00:52:32,200
+اللي مكون من string الـ length تبعه ثمانية جدش
+
+705
+00:52:32,200 --> 00:52:40,190
+يمثل في الـ decimal يمثل decimal في الـ range من 6 من
+
+706
+00:52:40,190 --> 00:52:46,250
+سالب 3 لـ 3 يمثل 0.0235294
+
+707
+00:52:46,250 --> 00:52:50,090
+مثلا، فمعنى ذلك أن الـ 138 اللي جلبناها قبل شوية
+
+708
+00:52:50,090 --> 00:52:54,990
+لازم تنطبق في الـ size هذا عشان يطلع عندي كم رقم
+
+709
+00:52:54,990 --> 00:53:00,330
+الرقم هيطلع فوق الثلاثة، أه فوق الثلاثة طب ما هو غلط
+
+710
+00:53:00,330 --> 00:53:02,730
+فيك فوق الثلاثة أنا قاعد بقول من minus ثلاثة
+
+711
+00:53:02,730 --> 00:53:08,790
+لثلاثة بس أنا لما جسمت جسمت ستة صح ستة ستة لما
+
+712
+00:53:08,790 --> 00:53:16,970
+أكون بادئ من صفر لستة فالـ .. التشفيرة تبعتي هذا والـ
+
+713
+00:53:16,970 --> 00:53:19,730
+الـ encoding .. الـ decoding تبعي هذا أعطاني قيمة
+
+714
+00:53:19,730 --> 00:53:26,400
+هنا يعني الـ range نفسه الـ interval نفسها صحيحة هي
+
+715
+00:53:26,400 --> 00:53:31,060
+حجمها 6 لكن بدها shift موقعها غلط موقعها لازم
+
+716
+00:53:31,060 --> 00:53:36,700
+تتشفت هنا ثلاثة فتجيني هيك من سالب ثلاثة لثلاثة
+
+717
+00:53:36,700 --> 00:53:42,350
+عشان هيكيه بدنا نطرح من كل رقم ثلاثة، Shake تمام
+
+718
+00:53:42,350 --> 00:53:47,210
+عشان هيك بعد ما ضربنا ناقص ثلاثة نعمل ناقص ثلاثة
+
+719
+00:53:47,210 --> 00:53:50,930
+تاخدوا بالكم الجزئية هذه لأن هي أهم جزئية الحقيقة
+
+720
+00:53:50,930 --> 00:53:55,850
+في عملية الـ coding والـ decoding للأرقام اللي
+
+721
+00:53:55,850 --> 00:53:59,890
+تمثلها الـ chromosomes في الـ genetic algorithm نفس
+
+722
+00:53:59,890 --> 00:54:03,170
+الكلام، الـ 59 في نفس الـ step size أو الـ accuracy
+
+723
+00:54:03,170 --> 00:54:08,580
+بتاعتنا هذه في قيمة الـ accuracy بتاعتنا ناقص ثلاثة
+
+724
+00:54:08,580 --> 00:54:13,000
+هتطلع هنا سالب واحد فاصلة ستة وهنا هتطلع فعليا 0
+
+725
+00:54:13,000 --> 00:54:17,920
+point two four، 0 point two four وليس المفروض
+
+726
+00:54:17,920 --> 00:54:20,460
+القيمة الكبيرة اللي كانت المفروض as in ثلاثة فاصلة
+
+727
+00:54:20,460 --> 00:54:23,020
+اثنين بتطلع هدول هيك نضربهم في بعض ثلاثة فاصلة
+
+728
+00:54:23,020 --> 00:54:29,190
+اثنين، خارج الـ range تبعنا تماما، بعد ذلك بنكمل كل
+
+729
+00:54:29,190 --> 00:54:33,810
+شغلنا زي ما اشتغلناه عادي بحدد الـ cross over
+
+730
+00:54:33,810 --> 00:54:39,790
+probability 0.7 هنحدد الـ mutation واحد من ألف
+
+731
+00:54:39,790 --> 00:54:46,950
+هنحدد إيش؟ في عندي كمان حاجات بدها تحديد الـ desired
+
+732
+00:54:46,950 --> 00:54:50,730
+number of generations عدد الـ generations مئة فبعد
+
+733
+00:54:50,730 --> 00:54:53,270
+مئة generation بده يوقف نوقف ونشوف كيف شكل
+
+734
+00:54:53,270 --> 00:54:55,810
+النتائج، في إيش كمان بدنا
+
+735
+00:54:59,470 --> 00:55:06,650
+بعد هيك بدنا نجرب الـ .. هيكون في عنده عددهم معناه
+
+736
+00:55:06,650 --> 00:55:09,070
+ذلك أن الـ algorithm هتعمل creation لـ 100
+
+737
+00:55:09,070 --> 00:55:13,510
+generation كل generation فيه 6 chromosomes قبل ما
+
+738
+00:55:13,510 --> 00:55:17,250
+تتوقف، قبل ما اشتغل ما تتوقف، هذا الكلام هيقودنا
+
+739
+00:55:17,250 --> 00:55:20,690
+للتالي، لأ، الشكل اللي احنا شايفينه هيله النتائج لو
+
+740
+00:55:20,690 --> 00:55:24,230
+كل هذه المعادلات حطناها لـ code على الكمبيوتر و
+
+741
+00:55:24,230 --> 00:55:32,990
+عملنا له run نفذنا هذا، هيك الشكل أو الـ surface لـ
+
+742
+00:55:32,990 --> 00:55:36,910
+الـ function اللي احنا اتكلمنا عنها بهذا الشكل وهي
+
+743
+00:55:36,910 --> 00:55:41,110
+الـ chromosomes initially في البداية، الحل في بداية
+
+744
+00:55:41,110 --> 00:55:46,750
+الحل، طيب الناس طبعا اللي درسوا معانا سابقا الـ
+
+745
+00:55:46,750 --> 00:55:51,190
+optimization عارفين أن احنا هنا بنمثلها بشكل
+
+746
+00:55:51,190 --> 00:55:54,610
+contours والـ contours هذه كل خط له level غير
+
+747
+00:55:54,610 --> 00:55:58,050
+الثاني، كل خط له قيمة غير الثانية كـ functional
+
+748
+00:55:58,050 --> 00:56:02,830
+value كويس، وممكن برضه وضع الرسم عليها، فممكن نرسم
+
+749
+00:56:02,830 --> 00:56:08,850
+2D أو 3D على 2D، كويس، هذه هيك initially بعد ما نطبق
+
+750
+00:56:08,850 --> 00:56:15,290
+وننفذ هنبدأ يعطينا هنا هدى هدى يعني أثناء الحل
+
+751
+00:56:15,290 --> 00:56:18,950
+تبدأ الأمور تتغير في الـ first generation بعد ما
+
+752
+00:56:18,950 --> 00:56:22,810
+خلصنا الـ first generation القيم لحظة اتغيرت شوية
+
+753
+00:56:22,810 --> 00:56:28,950
+بدأت تجرب من بعض بعد مجموعة generations وجدنا أن
+
+754
+00:56:28,950 --> 00:56:34,250
+كلهم جمعوا نقطة هنا، النقطة هدى، عارفين لما تطلع
+
+755
+00:56:34,250 --> 00:56:37,150
+النقطة هدى بهذا الشكل، اللي بفهمه أن معناته ما صارش
+
+756
+00:56:37,150 --> 00:56:41,860
+فيه mutation نفهم أنه معناته ما كانش فيه mutation
+
+757
+00:56:41,860 --> 00:56:45,420
+كبيرة، ما صارتش عملية mutation كبيرة، فهذا إيش عمل
+
+758
+00:56:45,420 --> 00:56:48,740
+ليه؟ وجّعنا في حاجة اسمها local maximum في الـ
+
+759
+00:56:48,740 --> 00:56:53,480
+local maximum أو الـ local maximum بشكل عام هي قيم
+
+760
+00:56:53,480 --> 00:56:58,200
+عالية ولكن مش هي الـ global لكل الـ function
+
+761
+00:56:58,200 --> 00:57:03,330
+وإنما هي قيمة أعلى لكل اللي حواليها بس واللي
+
+762
+00:57:03,330 --> 00:57:06,650
+حواليها بمسافة قد إيش؟ epsilon بمسافة قصيرة جدا
+
+763
+00:57:06,650 --> 00:57:10,290
+بنسميها local فهي فعلا أتت على تلة مش على الجبل
+
+764
+00:57:10,290 --> 00:57:16,950
+على تلة أو على beak في أعلى منها في الأعلى منها
+
+765
+00:57:16,950 --> 00:57:22,560
+اللي هي عند النقطة هذه، كويسة هذه بهذا الشكل صار في
+
+766
+00:57:22,560 --> 00:57:27,300
+عندي local لكن لو حركناها أكتر أو عملنا a mutation
+
+767
+00:57:27,300 --> 00:57:33,280
+هنجد أنه لأ بتتحرك وهذه فائدة الـ mutation رياضيا هنا
+
+768
+00:57:33,280 --> 00:57:37,380
+فائدة الـ mutation رياضيا أن الـ mutation بتحافظ على
+
+769
+00:57:37,380 --> 00:57:42,120
+الحل أنه يقع في الـ localization أنه يقع في local
+
+770
+00:57:42,120 --> 00:57:48,400
+minimum أو local maximum فعملية الطفرة هذه بنغير
+
+771
+00:57:48,400 --> 00:57:53,280
+فجأة عشان يرمي لنقطة في مكان بعيد، يرمينا هيك نقطة
+
+772
+00:57:53,280 --> 00:57:56,900
+نتيجة تغيير بس gene واحد، الـ gene واحد هذا إذا كان
+
+773
+00:57:56,900 --> 00:57:59,240
+في الـ most significant pet ما هو هيغير بشكل كبير
+
+774
+00:57:59,240 --> 00:58:04,580
+كبير، فهينجله بمكان بعيد فنتطر نبدأ بحث من أول وجديد، Okay
+
+775
+00:58:04,580 --> 00:58:10,160
+فالآن هي الشكل الـ graph تبعها بشكل أساسي
+
+776
+00:58:10,160 --> 00:58:12,660
+هذا لو كان في عندي 100 generation و6 chromosomes
+
+777
+00:58:12,660 --> 00:58:18,180
+ونفس الحل اللي احنا اشتغلناها هي في عندي 0.7 للـ
+
+778
+00:58:18,180 --> 00:58:21,960
+BC اللي هي الـ crossover probability ولـ mutation
+
+779
+00:58:21,960 --> 00:58:24,540
+probability واحد من ألف، واحد من ألف زي ما قلنا
+
+780
+00:58:24,540 --> 00:58:27,900
+التفرط جليلة عشان هي قلت لكم هنقع في الـ
+
+781
+00:58:27,900 --> 00:58:31,220
+localization فالـ localization هنا في عندي رسمين
+
+782
+00:58:31,220 --> 00:58:36,820
+عادة بتطلع واحد منهم الـ Maximum Value لكل
+
+783
+00:58:36,820 --> 00:58:41,300
+الـ chromosomes الأعلى منهم، والثانية الأسود هو المتوسط
+
+784
+00:58:41,300 --> 00:58:47,740
+قيم كل الـ chromosomes متوسط قيم كل الـ chromosomes فهنوجد هذا
+
+785
+00:58:47,740 --> 00:58:50,460
+بالأزرق .. بالأسود عفوا أنه بالأسود هذا ممكن يكون
+
+786
+00:58:50,460 --> 00:58:52,960
+في isolation كتيرة الحقيقة ممكن يحصل في isolation
+
+787
+00:58:52,960 --> 00:58:57,820
+كتيرة فهنوجد أنه بتحسن الأحمر لأ هذا بتلاقوه دائما
+
+788
+00:58:57,820 --> 00:59:02,500
+straight line في الغالب، ليش؟ لأن هذه أفضل قيمة كانت
+
+789
+00:59:02,500 --> 00:59:07,840
+موجودة، مش كل chromosomes ولكن دائما في كل جيل في قيمة
+
+790
+00:59:07,840 --> 00:59:10,680
+هي الأفضل فهي هي اللي بياخدها باللون الأحمر عشان
+
+791
+00:59:10,680 --> 00:59:14,680
+نجد أن أفضل قيمة بعد ما خلصنا 100 iteration في 6
+
+792
+00:59:14,680 --> 00:59:20,160
+chromosomes في كل iteration في probability 0.7 في الـ
+
+793
+00:59:20,160 --> 00:59:24,240
+cross over في mutation واحد من ألف هي الخط الأحمر
+
+794
+00:59:24,240 --> 00:59:29,550
+هذا، واللي كانت قيمته أقل من 0.7 أقل من 0.7، Local
+
+795
+00:59:29,550 --> 00:59:32,570
+هذه الـ Local هذه التلة الصغيرة اللي شفناها على
+
+796
+00:59:32,570 --> 00:59:34,990
+الرسم، هذه القيمة الصغيرة اللي شفناها على الرسم لكن
+
+797
+00:59:34,990 --> 00:59:40,510
+لو عدلنا الرسم أن نزود الـ mutation لحظة الـ mutation
+
+798
+00:59:40,510 --> 00:59:45,330
+هنا جدش اتغيرت لـ mutation لواحد من مئة، واحد من مئة
+
+799
+00:59:45,330 --> 00:59:49,970
+هذه مؤثرة بشكل جدا كبير، ليش؟ لأنه صارت احتمالية
+
+800
+00:59:49,970 --> 00:59:54,170
+الـ mutation عالية، معنى ذلك أن كل جيل من ثلاثة هيصير
+
+801
+00:59:54,170 --> 00:59:57,670
+فيه طفرة، حاجة أن الحل فجأة اتغير، رماه في مكان
+
+802
+00:59:57,670 --> 01:00:01,430
+ثاني بعيد، المكان الثاني اللي بعيد هذا ممكن يجربه
+
+803
+01:00:01,430 --> 01:00:04,690
+للـ peak اللي كانت أعلى، يجربه للـ peak الأعلى لكن
+
+804
+01:00:04,690 --> 01:00:09,410
+عملية الطفرات هذه إيش سوت؟ لاحظوا أن الخط الأحمر
+
+805
+01:00:09,410 --> 01:00:14,450
+ثابت، الخط الأحمر ثابت، ليش؟ لأن أنا بقول دائما إيش
+
+806
+01:00:14,450 --> 01:00:22,170
+أعلى قيمة chromosome أو أعلى قيمة للـ functional
+
+807
+01:00:22,170 --> 01:00:26,630
+value لأفضل chromosome، طبعا لاحظوا في الجيل الأول
+
+808
+01:00:26,630 --> 01:00:31,510
+أفضل قيمة بحطها على جنب وبجيب الجيل الثاني، الجيل
+
+809
+01:00:31,510 --> 01:00:34,810
+الثاني أفضل قيمة بقارنها باللي مخزنها عندي إذا
+
+810
+01:00:34,810 --> 01:00:38,940
+أحسن منها برمي هذه وبحط هذه، لاحظتوا؟ طيب إذا لأ مش
+
+811
+01:00:38,940 --> 01:00:43,140
+أحسن منها، بنزلش، بقولها بروح لهاش، بنساها، بخليها
+
+812
+01:00:43,140 --> 01:00:46,920
+تروح للجيل الثالث، بس بنضل نـخزن أفضل قيمة كانت
+
+813
+01:00:46,920 --> 01:00:51,420
+موجودة، عشان هي كده بطلع، بنزلش، ولو بعمل minimize
+
+814
+01:00:51,420 --> 01:00:55,520
+هينزل، بطلعش، هذا الأحمر هذا اللي هو الأحمر، أما
+
+815
+01:00:55,520 --> 01:01:00,160
+الأسود اللي هو متوسط مجموع الـ chromosomes لأ هذا
+
+816
+01:01:00,160 --> 01:01:04,680
+هصير فيه عشوائية أو فيه oscillation كتيرة إذا كان
+
+817
+01:01:04,680 --> 01:01:10,120
+حدث أن الـ mutation زادت، إذا الـ mutation زادت لكن
+
+818
+01:01:10,120 --> 01:01:14,300
+في المقابل إيش اللي صار؟ أن التفرط الكثير هذه
+
+819
+01:01:14,300 --> 01:01:17,980
+جربتني أو خلت واحد من الحلول اللي بتطلع في الـ meet
+
+820
+01:01:17,980 --> 01:01:24,180
+iteration أحسن من اللي طلع من الأول بحيث أن الـ peak
+
+821
+01:01:24,180 --> 01:01:28,720
+هنا جدش وصلت حوالي أعلى من الـ 1.7، طب هناك كانت أقل
+
+822
+01:01:28,720 --> 01:01:34,500
+من 1.7 هنا صارت أعلى من 1.7، طيب نفس الكلام لو قلنا
+
+823
+01:01:34,500 --> 01:01:38,940
+بدنا نعمله الـ performance هنا للـ graph لعشرين
+
+824
+01:01:38,940 --> 01:01:43,860
+generation لاحظوا فقط عشرين generation ما كانوا ..
+
+825
+01:01:43,860 --> 01:01:47,260
+مش مئة، لكن في المقابل أكام chromosomes في الجيل
+
+826
+01:01:47,260 --> 01:01:54,390
+الواحد، ستين (60) هناك كنا بنقول 600، 600 يعني عدد الـ
+
+827
+01:01:54,390 --> 01:01:58,970
+evaluation اللي .. اللي .. اللي بدنا نعملها عملية
+
+828
+01:01:58,970 --> 01:02:02,910
+الـ evaluation اللي بدنا نعملها 600 ماشي، هنا نفس
+
+829
+01:02:02,910 --> 01:02:08,130
+الكلام زيها زيها، هنا اللي اختلف عندي أنه في الحالة
+
+830
+01:02:08,130 --> 01:02:12,450
+الواحدة في الجيل الواحد في عدد chromosomes أكبر يعني
+
+831
+01:02:12,450 --> 01:02:16,630
+أنا غطيت بمعنى غطيت الـ surface بشكل أكبر أو الـ surface
+
+832
+01:02:16,630 --> 01:02:20,340
+بشكل أكبر اللي ببحث فيه، فبيصير فيه إمكانية أنه أقول
+
+833
+01:02:20,340 --> 01:02:24,060
+أه هذه أحسن واحدة غير ما يكونوا ثلاثة أربعة خمسة و
+
+834
+01:02:24,060 --> 01:02:28,700
+كلهم كانوا بعاد، بعاد عن الـ peaks تماما، فهذه
+
+835
+01:02:28,700 --> 01:02:34,920
+متوقعة أنه هتوصلني كويس وبشكل smoothly أكتر، بشكل
+
+836
+01:02:34,920 --> 01:02:38,1
\ No newline at end of file
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/MDSw9MK-SC4_raw.json b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/MDSw9MK-SC4_raw.json
new file mode 100644
index 0000000000000000000000000000000000000000..21ba3ecbcffa8fe390836adf13c2c3d01822fbc7
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/MDSw9MK-SC4_raw.json
@@ -0,0 +1 @@
+{"segments": [{"id": 1, "seek": 3269, "start": 4.99, "end": 32.69, "text": "بسم الله الرحمن الرحيم والصلاة والسلام على أشرف الأنبياء والمرسلين سيدنا محمد وعلى آله وصحبه أجمعين ان شاء الله نبدأ اليوم في موضوعنا الجديد الحقيقي أو التكنيكي الجديد من إدوات ال genetic algorithm اللي هي ال expert systems و اللي هي genetic algorithm اتكلمنا عن ال fuzzy ثم neural network و اليوم محاضرتنا هتكون عن ال genetic algorithms", "tokens": [3555, 38251, 21984, 34892, 5016, 27842, 34892, 5016, 32640, 16070, 9381, 15040, 3660, 16070, 3794, 37440, 15844, 5551, 8592, 28480, 16247, 1863, 21292, 16606, 4032, 45340, 2288, 3794, 1211, 9957, 8608, 25708, 8315, 3714, 35571, 3215, 4032, 3615, 23942, 19753, 43761, 4032, 9381, 5016, 3555, 3224, 5551, 7435, 2304, 3615, 9957, 16472, 13412, 16606, 21984, 8717, 44510, 10721, 45595, 20498, 8978, 3714, 2407, 11242, 45367, 8315, 25724, 16254, 3215, 21542, 38436, 38436, 34051, 16712, 19452, 1829, 4117, 1829, 25724, 16254, 3215, 9154, 11933, 3215, 2407, 9307, 2423, 12462, 9284, 13672, 1829, 39896, 2423, 5844, 3652, 4032, 13672, 1829, 39896, 12462, 9284, 1975, 2655, 4117, 19528, 8315, 18871, 2423, 34710, 38637, 2304, 18161, 3209, 4032, 45595, 20498, 3714, 5016, 46958, 43500, 8315, 8032, 2655, 30544, 18871, 2423, 12462, 14642], "avg_logprob": -0.1280281007751938, "compression_ratio": 1.8908450704225352, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 4.99, "end": 5.25, "word": "بسم", "probability": 0.749755859375}, {"start": 5.25, "end": 5.35, "word": " الله", "probability": 0.92333984375}, {"start": 5.35, "end": 5.65, "word": " الرحمن", "probability": 0.9684244791666666}, {"start": 5.65, "end": 5.95, "word": " الرحيم", "probability": 0.9943033854166666}, {"start": 5.95, "end": 6.25, "word": " والصلاة", "probability": 0.881103515625}, {"start": 6.25, "end": 6.57, "word": " والسلام", "probability": 0.9274088541666666}, {"start": 6.57, "end": 6.71, "word": " على", "probability": 0.376708984375}, {"start": 6.71, "end": 6.95, "word": " أشرف", "probability": 0.9860026041666666}, {"start": 6.95, "end": 7.25, "word": " الأنبياء", "probability": 0.96484375}, {"start": 7.25, "end": 7.67, "word": " والمرسلين", "probability": 0.8321126302083334}, {"start": 7.67, "end": 7.95, "word": " سيدنا", "probability": 0.9588216145833334}, {"start": 7.95, "end": 8.47, "word": " محمد", "probability": 0.97900390625}, {"start": 8.47, "end": 9.13, "word": " وعلى", "probability": 0.92529296875}, {"start": 9.13, "end": 9.41, "word": " آله", "probability": 0.979248046875}, {"start": 9.41, "end": 9.91, "word": " وصحبه", "probability": 0.92470703125}, {"start": 9.91, "end": 10.49, "word": " أجمعين", "probability": 0.9705078125}, {"start": 10.49, "end": 10.83, "word": " ان", "probability": 0.334716796875}, {"start": 10.83, "end": 10.99, "word": " شاء", "probability": 0.98095703125}, {"start": 10.99, "end": 11.09, "word": " الله", "probability": 0.9482421875}, {"start": 11.09, "end": 12.09, "word": " نبدأ", "probability": 0.9490559895833334}, {"start": 12.09, "end": 12.49, "word": " اليوم", "probability": 0.9755859375}, {"start": 12.49, "end": 13.11, "word": " في", "probability": 0.9560546875}, {"start": 13.11, "end": 13.83, "word": " موضوعنا", "probability": 0.9939453125}, {"start": 13.83, "end": 15.29, "word": " الجديد", "probability": 0.9729817708333334}, {"start": 15.29, "end": 15.93, "word": " الحقيقي", "probability": 0.7390950520833334}, {"start": 15.93, "end": 16.47, "word": " أو", "probability": 0.83056640625}, {"start": 16.47, "end": 17.19, "word": " التكنيكي", "probability": 0.8841796875}, {"start": 17.19, "end": 17.71, "word": " الجديد", "probability": 0.990234375}, {"start": 17.71, "end": 17.95, "word": " من", "probability": 0.994140625}, {"start": 17.95, "end": 18.61, "word": " إدوات", "probability": 0.73260498046875}, {"start": 18.61, "end": 18.99, "word": " ال", "probability": 0.97509765625}, {"start": 18.99, "end": 19.65, "word": " genetic", "probability": 0.583984375}, {"start": 19.65, "end": 20.19, "word": " algorithm", "probability": 0.84033203125}, {"start": 20.19, "end": 20.45, "word": " اللي", "probability": 0.813720703125}, {"start": 20.45, "end": 20.75, "word": " هي", "probability": 0.89453125}, {"start": 20.75, "end": 21.35, "word": " ال", "probability": 0.87939453125}, {"start": 21.35, "end": 21.85, "word": " expert", "probability": 0.68798828125}, {"start": 21.85, "end": 22.43, "word": " systems", "probability": 0.84619140625}, {"start": 22.43, "end": 22.95, "word": " و", "probability": 0.64892578125}, {"start": 22.95, "end": 23.07, "word": " اللي", "probability": 0.788818359375}, {"start": 23.07, "end": 23.65, "word": " هي", "probability": 0.9423828125}, {"start": 23.65, "end": 23.95, "word": " genetic", "probability": 0.475830078125}, {"start": 23.95, "end": 24.51, "word": " algorithm", "probability": 0.8193359375}, {"start": 24.51, "end": 25.43, "word": " اتكلمنا", "probability": 0.9021484375}, {"start": 25.43, "end": 25.71, "word": " عن", "probability": 0.99560546875}, {"start": 25.71, "end": 26.11, "word": " ال", "probability": 0.77978515625}, {"start": 26.11, "end": 27.69, "word": " fuzzy", "probability": 0.748046875}, {"start": 27.69, "end": 28.33, "word": " ثم", "probability": 0.987548828125}, {"start": 28.33, "end": 28.85, "word": " neural", "probability": 0.91455078125}, {"start": 28.85, "end": 29.37, "word": " network", "probability": 0.95458984375}, {"start": 29.37, "end": 29.91, "word": " و", "probability": 0.748046875}, {"start": 29.91, "end": 30.61, "word": " اليوم", "probability": 0.97607421875}, {"start": 30.61, "end": 31.19, "word": " محاضرتنا", "probability": 0.95263671875}, {"start": 31.19, "end": 31.55, "word": " هتكون", "probability": 0.9287109375}, {"start": 31.55, "end": 31.73, "word": " عن", "probability": 0.9921875}, {"start": 31.73, "end": 31.85, "word": " ال", "probability": 0.96337890625}, {"start": 31.85, "end": 32.11, "word": " genetic", "probability": 0.95703125}, {"start": 32.11, "end": 32.69, "word": " algorithms", "probability": 0.80908203125}], "temperature": 1.0}, {"id": 2, "seek": 5178, "start": 33.14, "end": 51.78, "text": "أو الخوارزمية الجينية هنتحدث introduction و ال evolution ال evolution إيش معنى evolution؟ و إيش علاقتها ال .. ال .. بي ال intelligent؟ و إيش علاقتها في ال genetic algorithm ك genetic algorithm في ال evolution؟", "tokens": [10721, 2407, 33962, 2407, 9640, 11622, 2304, 10632, 25724, 9957, 10632, 8032, 29399, 24401, 12984, 9339, 4032, 2423, 9303, 2423, 9303, 11933, 1829, 8592, 20449, 1863, 7578, 9303, 22807, 4032, 11933, 1829, 8592, 11203, 995, 38149, 11296, 2423, 4386, 2423, 4386, 4724, 1829, 2423, 13232, 22807, 4032, 11933, 1829, 8592, 11203, 995, 38149, 11296, 8978, 2423, 12462, 9284, 9122, 12462, 9284, 8978, 2423, 9303, 22807], "avg_logprob": -0.13541666960174387, "compression_ratio": 1.7888198757763976, "no_speech_prob": 0.0, "words": [{"start": 33.14, "end": 33.78, "word": "أو", "probability": 0.900634765625}, {"start": 33.78, "end": 35.26, "word": " الخوارزمية", "probability": 0.9297688802083334}, {"start": 35.26, "end": 36.24, "word": " الجينية", "probability": 0.9728190104166666}, {"start": 36.24, "end": 37.12, "word": " هنتحدث", "probability": 0.84307861328125}, {"start": 37.12, "end": 37.8, "word": " introduction", "probability": 0.91357421875}, {"start": 37.8, "end": 38.38, "word": " و", "probability": 0.5634765625}, {"start": 38.38, "end": 38.6, "word": " ال", "probability": 0.66455078125}, {"start": 38.6, "end": 39.12, "word": " evolution", "probability": 0.9345703125}, {"start": 39.12, "end": 39.8, "word": " ال", "probability": 0.6865234375}, {"start": 39.8, "end": 40.36, "word": " evolution", "probability": 0.94580078125}, {"start": 40.36, "end": 40.6, "word": " إيش", "probability": 0.7989095052083334}, {"start": 40.6, "end": 40.82, "word": " معنى", "probability": 0.9523111979166666}, {"start": 40.82, "end": 41.86, "word": " evolution؟", "probability": 0.6748046875}, {"start": 41.86, "end": 41.88, "word": " و", "probability": 0.96826171875}, {"start": 41.88, "end": 42.04, "word": " إيش", "probability": 0.94482421875}, {"start": 42.04, "end": 42.64, "word": " علاقتها", "probability": 0.989013671875}, {"start": 42.64, "end": 43.8, "word": " ال", "probability": 0.783203125}, {"start": 43.8, "end": 43.92, "word": " ..", "probability": 0.56005859375}, {"start": 43.92, "end": 44.2, "word": " ال", "probability": 0.94287109375}, {"start": 44.2, "end": 44.58, "word": " ..", "probability": 0.935546875}, {"start": 44.58, "end": 44.9, "word": " بي", "probability": 0.834228515625}, {"start": 44.9, "end": 45.1, "word": " ال", "probability": 0.5380859375}, {"start": 45.1, "end": 46.36, "word": " intelligent؟", "probability": 0.8681640625}, {"start": 46.36, "end": 46.42, "word": " و", "probability": 0.9853515625}, {"start": 46.42, "end": 46.6, "word": " إيش", "probability": 0.9554036458333334}, {"start": 46.6, "end": 47.2, "word": " علاقتها", "probability": 0.994873046875}, {"start": 47.2, "end": 47.62, "word": " في", "probability": 0.9814453125}, {"start": 47.62, "end": 47.88, "word": " ال", "probability": 0.9794921875}, {"start": 47.88, "end": 48.18, "word": " genetic", "probability": 0.98388671875}, {"start": 48.18, "end": 48.8, "word": " algorithm", "probability": 0.94140625}, {"start": 48.8, "end": 49.26, "word": " ك", "probability": 0.90380859375}, {"start": 49.26, "end": 49.58, "word": " genetic", "probability": 0.83447265625}, {"start": 49.58, "end": 50.14, "word": " algorithm", "probability": 0.94775390625}, {"start": 50.14, "end": 50.84, "word": " في", "probability": 0.71875}, {"start": 50.84, "end": 50.98, "word": " ال", "probability": 0.99267578125}, {"start": 50.98, "end": 51.78, "word": " evolution؟", "probability": 0.951171875}], "temperature": 1.0}, {"id": 3, "seek": 8150, "start": 52.28, "end": 81.5, "text": "و هم كلا هما إيش علاقتهم في ال AI أساسا أو ال expert system تبعنا هناخد simulation لها ال natural evolution هنتكلم عن genetic algorithm كgenetic algorithm اللي هو ال algorithm نفسه كيف بده يتم و هناخد case study لهذا الموضوع على ال genetic algorithm و إيش ممكن في مسائل أو problems ممكن نحلها بال genetic algorithm كأداية الحقيقة من الأدوات القوية جدا في علم ال AI", "tokens": [2407, 8032, 2304, 9122, 15040, 8032, 15042, 11933, 1829, 8592, 11203, 995, 38149, 16095, 8978, 2423, 7318, 5551, 3794, 32277, 995, 34051, 2423, 5844, 1185, 6055, 3555, 3615, 8315, 8032, 1863, 47283, 3215, 16575, 5296, 11296, 2423, 3303, 9303, 8032, 29399, 4117, 19528, 18871, 12462, 9284, 9122, 1766, 3532, 9284, 13672, 1829, 31439, 2423, 9284, 8717, 36178, 3224, 9122, 33911, 47525, 3224, 7251, 39237, 4032, 8032, 1863, 47283, 3215, 1389, 2979, 46740, 15730, 9673, 2407, 11242, 45367, 15844, 2423, 12462, 9284, 4032, 11933, 1829, 8592, 3714, 43020, 8978, 47524, 16373, 1211, 34051, 2740, 3714, 43020, 8717, 5016, 1211, 11296, 20666, 12462, 9284, 9122, 10721, 28259, 10632, 21542, 38436, 28671, 9154, 16247, 3215, 2407, 9307, 25062, 2407, 10632, 10874, 28259, 8978, 11203, 2304, 2423, 7318], "avg_logprob": -0.12568749284744263, "compression_ratio": 1.8275862068965518, "no_speech_prob": 0.0, "words": [{"start": 52.28, "end": 52.48, "word": "و", "probability": 0.5068359375}, {"start": 52.48, "end": 52.66, "word": " هم", "probability": 0.645263671875}, {"start": 52.66, "end": 52.94, "word": " كلا", "probability": 0.851806640625}, {"start": 52.94, "end": 53.18, "word": " هما", "probability": 0.781982421875}, {"start": 53.18, "end": 53.38, "word": " إيش", "probability": 0.7772623697916666}, {"start": 53.38, "end": 53.82, "word": " علاقتهم", "probability": 0.9737548828125}, {"start": 53.82, "end": 53.96, "word": " في", "probability": 0.9140625}, {"start": 53.96, "end": 54.06, "word": " ال", "probability": 0.95263671875}, {"start": 54.06, "end": 54.3, "word": " AI", "probability": 0.908203125}, {"start": 54.3, "end": 54.82, "word": " أساسا", "probability": 0.9688720703125}, {"start": 54.82, "end": 54.98, "word": " أو", "probability": 0.56787109375}, {"start": 54.98, "end": 55.06, "word": " ال", "probability": 0.955078125}, {"start": 55.06, "end": 55.32, "word": " expert", "probability": 0.6318359375}, {"start": 55.32, "end": 55.76, "word": " system", "probability": 0.9638671875}, {"start": 55.76, "end": 56.98, "word": " تبعنا", "probability": 0.8814697265625}, {"start": 56.98, "end": 57.58, "word": " هناخد", "probability": 0.83984375}, {"start": 57.58, "end": 58.06, "word": " simulation", "probability": 0.9130859375}, {"start": 58.06, "end": 58.42, "word": " لها", "probability": 0.701416015625}, {"start": 58.42, "end": 58.86, "word": " ال", "probability": 0.9111328125}, {"start": 58.86, "end": 59.24, "word": " natural", "probability": 0.90087890625}, {"start": 59.24, "end": 60.44, "word": " evolution", "probability": 0.93798828125}, {"start": 60.44, "end": 61.32, "word": " هنتكلم", "probability": 0.9666748046875}, {"start": 61.32, "end": 61.44, "word": " عن", "probability": 0.98876953125}, {"start": 61.44, "end": 61.7, "word": " genetic", "probability": 0.69091796875}, {"start": 61.7, "end": 62.2, "word": " algorithm", "probability": 0.90771484375}, {"start": 62.2, "end": 62.82, "word": " كgenetic", "probability": 0.5879313151041666}, {"start": 62.82, "end": 63.34, "word": " algorithm", "probability": 0.93505859375}, {"start": 63.34, "end": 63.72, "word": " اللي", "probability": 0.945068359375}, {"start": 63.72, "end": 63.84, "word": " هو", "probability": 0.98974609375}, {"start": 63.84, "end": 63.94, "word": " ال", "probability": 0.9443359375}, {"start": 63.94, "end": 64.24, "word": " algorithm", "probability": 0.95703125}, {"start": 64.24, "end": 64.64, "word": " نفسه", "probability": 0.9860026041666666}, {"start": 64.64, "end": 64.8, "word": " كيف", "probability": 0.97607421875}, {"start": 64.8, "end": 65.04, "word": " بده", "probability": 0.926025390625}, {"start": 65.04, "end": 65.3, "word": " يتم", "probability": 0.985595703125}, {"start": 65.3, "end": 66.36, "word": " و", "probability": 0.7978515625}, {"start": 66.36, "end": 68.64, "word": " هناخد", "probability": 0.9100341796875}, {"start": 68.64, "end": 68.84, "word": " case", "probability": 0.95654296875}, {"start": 68.84, "end": 69.24, "word": " study", "probability": 0.958984375}, {"start": 69.24, "end": 70.06, "word": " لهذا", "probability": 0.936279296875}, {"start": 70.06, "end": 70.6, "word": " الموضوع", "probability": 0.999267578125}, {"start": 70.6, "end": 71.16, "word": " على", "probability": 0.86962890625}, {"start": 71.16, "end": 71.64, "word": " ال", "probability": 0.98974609375}, {"start": 71.64, "end": 72.0, "word": " genetic", "probability": 0.96044921875}, {"start": 72.0, "end": 73.02, "word": " algorithm", "probability": 0.92626953125}, {"start": 73.02, "end": 73.42, "word": " و", "probability": 0.982421875}, {"start": 73.42, "end": 73.72, "word": " إيش", "probability": 0.8787434895833334}, {"start": 73.72, "end": 74.1, "word": " ممكن", "probability": 0.98828125}, {"start": 74.1, "end": 74.3, "word": " في", "probability": 0.97265625}, {"start": 74.3, "end": 74.94, "word": " مسائل", "probability": 0.8056640625}, {"start": 74.94, "end": 75.2, "word": " أو", "probability": 0.86328125}, {"start": 75.2, "end": 75.82, "word": " problems", "probability": 0.8681640625}, {"start": 75.82, "end": 76.14, "word": " ممكن", "probability": 0.98583984375}, {"start": 76.14, "end": 76.66, "word": " نحلها", "probability": 0.95166015625}, {"start": 76.66, "end": 76.82, "word": " بال", "probability": 0.9599609375}, {"start": 76.82, "end": 77.12, "word": " genetic", "probability": 0.91748046875}, {"start": 77.12, "end": 77.56, "word": " algorithm", "probability": 0.9208984375}, {"start": 77.56, "end": 78.32, "word": " كأداية", "probability": 0.7691650390625}, {"start": 78.32, "end": 78.8, "word": " الحقيقة", "probability": 0.9122721354166666}, {"start": 78.8, "end": 78.98, "word": " من", "probability": 0.99169921875}, {"start": 78.98, "end": 79.38, "word": " الأدوات", "probability": 0.983154296875}, {"start": 79.38, "end": 79.8, "word": " القوية", "probability": 0.986328125}, {"start": 79.8, "end": 80.18, "word": " جدا", "probability": 0.99560546875}, {"start": 80.18, "end": 80.78, "word": " في", "probability": 0.97021484375}, {"start": 80.78, "end": 81.12, "word": " علم", "probability": 0.91357421875}, {"start": 81.12, "end": 81.22, "word": " ال", "probability": 0.98486328125}, {"start": 81.22, "end": 81.5, "word": " AI", "probability": 0.97802734375}], "temperature": 1.0}, {"id": 4, "seek": 11129, "start": 81.89, "end": 111.29, "text": "و ممكن تستخدم ك expert system قوي جدا فنبدأ برضه بنبذة تاريخية من وين بدأ و إيش اللي جاب على بال الرياضيين و المهندسين فكرة إنه يستخدموا حاجة زي genetic algorithm في العلم تبعهم بالنسبة لما نيجي نتكلم عن ال natural evolution أو التطور الطبيعي أول ما بدأ .. بدأ في 1858 من خلال Charles Darwin و كلنا بنسمع عنه يعني", "tokens": [2407, 3714, 43020, 6055, 14851, 9778, 40448, 9122, 5844, 1185, 12174, 45865, 10874, 28259, 6156, 1863, 44510, 10721, 4724, 43042, 3224, 44945, 3555, 8848, 3660, 6055, 9640, 1829, 9778, 10632, 9154, 4032, 9957, 47525, 10721, 4032, 11933, 1829, 8592, 13672, 1829, 10874, 16758, 15844, 20666, 2423, 16572, 46958, 1829, 9957, 4032, 9673, 3224, 41260, 3794, 9957, 6156, 4117, 25720, 36145, 3224, 7251, 14851, 9778, 40448, 14407, 11331, 26108, 3660, 30767, 1829, 12462, 9284, 8978, 18863, 19528, 6055, 3555, 3615, 16095, 20666, 1863, 35457, 3660, 5296, 15042, 8717, 1829, 7435, 1829, 8717, 2655, 4117, 19528, 18871, 2423, 3303, 9303, 34051, 16712, 9566, 13063, 41950, 21292, 3615, 1829, 5551, 12610, 19446, 47525, 10721, 4386, 47525, 10721, 8978, 2443, 20419, 9154, 16490, 1211, 6027, 10523, 30233, 4032, 28242, 8315, 44945, 38251, 3615, 18871, 3224, 37495, 22653], "avg_logprob": -0.10068796686272123, "compression_ratio": 1.627831715210356, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 81.89, "end": 82.31, "word": "و", "probability": 0.5146484375}, {"start": 82.31, "end": 83.07, "word": " ممكن", "probability": 0.927734375}, {"start": 83.07, "end": 83.53, "word": " تستخدم", "probability": 0.9925537109375}, {"start": 83.53, "end": 83.69, "word": " ك", "probability": 0.98583984375}, {"start": 83.69, "end": 83.95, "word": " expert", "probability": 0.72021484375}, {"start": 83.95, "end": 84.49, "word": " system", "probability": 0.96728515625}, {"start": 84.49, "end": 85.13, "word": " قوي", "probability": 0.74072265625}, {"start": 85.13, "end": 85.47, "word": " جدا", "probability": 0.991455078125}, {"start": 85.47, "end": 87.33, "word": " فنبدأ", "probability": 0.962890625}, {"start": 87.33, "end": 87.79, "word": " برضه", "probability": 0.9695638020833334}, {"start": 87.79, "end": 88.99, "word": " بنبذة", "probability": 0.8819580078125}, {"start": 88.99, "end": 89.59, "word": " تاريخية", "probability": 0.9951171875}, {"start": 89.59, "end": 90.43, "word": " من", "probability": 0.79931640625}, {"start": 90.43, "end": 90.61, "word": " وين", "probability": 0.93798828125}, {"start": 90.61, "end": 90.91, "word": " بدأ", "probability": 0.9931640625}, {"start": 90.91, "end": 91.11, "word": " و", "probability": 0.8662109375}, {"start": 91.11, "end": 91.33, "word": " إيش", "probability": 0.7923990885416666}, {"start": 91.33, "end": 91.61, "word": " اللي", "probability": 0.972900390625}, {"start": 91.61, "end": 92.09, "word": " جاب", "probability": 0.96923828125}, {"start": 92.09, "end": 92.27, "word": " على", "probability": 0.8564453125}, {"start": 92.27, "end": 92.53, "word": " بال", "probability": 0.94873046875}, {"start": 92.53, "end": 93.41, "word": " الرياضيين", "probability": 0.87861328125}, {"start": 93.41, "end": 93.53, "word": " و", "probability": 0.80859375}, {"start": 93.53, "end": 94.21, "word": " المهندسين", "probability": 0.98720703125}, {"start": 94.21, "end": 95.25, "word": " فكرة", "probability": 0.9832356770833334}, {"start": 95.25, "end": 95.71, "word": " إنه", "probability": 0.642822265625}, {"start": 95.71, "end": 96.55, "word": " يستخدموا", "probability": 0.991015625}, {"start": 96.55, "end": 96.87, "word": " حاجة", "probability": 0.99658203125}, {"start": 96.87, "end": 97.03, "word": " زي", "probability": 0.971435546875}, {"start": 97.03, "end": 97.35, "word": " genetic", "probability": 0.8671875}, {"start": 97.35, "end": 97.83, "word": " algorithm", "probability": 0.9189453125}, {"start": 97.83, "end": 98.31, "word": " في", "probability": 0.87744140625}, {"start": 98.31, "end": 98.53, "word": " العلم", "probability": 0.96337890625}, {"start": 98.53, "end": 98.99, "word": " تبعهم", "probability": 0.9212646484375}, {"start": 98.99, "end": 99.97, "word": " بالنسبة", "probability": 0.930419921875}, {"start": 99.97, "end": 100.13, "word": " لما", "probability": 0.938720703125}, {"start": 100.13, "end": 100.35, "word": " نيجي", "probability": 0.88916015625}, {"start": 100.35, "end": 100.69, "word": " نتكلم", "probability": 0.9931640625}, {"start": 100.69, "end": 100.91, "word": " عن", "probability": 0.97119140625}, {"start": 100.91, "end": 101.09, "word": " ال", "probability": 0.73681640625}, {"start": 101.09, "end": 101.47, "word": " natural", "probability": 0.8173828125}, {"start": 101.47, "end": 102.29, "word": " evolution", "probability": 0.94384765625}, {"start": 102.29, "end": 102.87, "word": " أو", "probability": 0.8359375}, {"start": 102.87, "end": 103.67, "word": " التطور", "probability": 0.9781901041666666}, {"start": 103.67, "end": 104.33, "word": " الطبيعي", "probability": 0.979736328125}, {"start": 104.33, "end": 104.97, "word": " أول", "probability": 0.909423828125}, {"start": 104.97, "end": 105.07, "word": " ما", "probability": 0.96630859375}, {"start": 105.07, "end": 105.33, "word": " بدأ", "probability": 0.988037109375}, {"start": 105.33, "end": 105.37, "word": " ..", "probability": 0.389892578125}, {"start": 105.37, "end": 105.59, "word": " بدأ", "probability": 0.909423828125}, {"start": 105.59, "end": 105.71, "word": " في", "probability": 0.9716796875}, {"start": 105.71, "end": 106.99, "word": " 1858", "probability": 0.864501953125}, {"start": 106.99, "end": 107.21, "word": " من", "probability": 0.98779296875}, {"start": 107.21, "end": 107.95, "word": " خلال", "probability": 0.9952799479166666}, {"start": 107.95, "end": 108.81, "word": " Charles", "probability": 0.46044921875}, {"start": 108.81, "end": 109.51, "word": " Darwin", "probability": 0.94873046875}, {"start": 109.51, "end": 109.81, "word": " و", "probability": 0.85107421875}, {"start": 109.81, "end": 110.09, "word": " كلنا", "probability": 0.92724609375}, {"start": 110.09, "end": 110.51, "word": " بنسمع", "probability": 0.974609375}, {"start": 110.51, "end": 110.79, "word": " عنه", "probability": 0.99560546875}, {"start": 110.79, "end": 111.29, "word": " يعني", "probability": 0.863037109375}], "temperature": 1.0}, {"id": 5, "seek": 13965, "start": 111.59, "end": 139.65, "text": "الحقيقة ماحدش .. ما .. ما بعرفش مين داروين و عملية النشوء والارتقاء اللي قدمنا إياها كنظرية و فكرة الارتقاء في الكائن البشري أو الكائن الحي بالصفة عامة إجا كملها الحقيقة اللي هو Darwin's classical theory of evolution كانت اللي هي النظرية التقليدية للتطور و بعدين هادي مع Wiesmann", "tokens": [6027, 5016, 38436, 28671, 19446, 24401, 8592, 4386, 19446, 4386, 19446, 45030, 28480, 8592, 3714, 9957, 11778, 9640, 2407, 9957, 4032, 6225, 42213, 10632, 28239, 8592, 2407, 38207, 16070, 9640, 2655, 4587, 16606, 13672, 1829, 12174, 40448, 8315, 11933, 25528, 11296, 9122, 1863, 19913, 2288, 10632, 4032, 6156, 4117, 25720, 2423, 9640, 2655, 4587, 16606, 8978, 33251, 16373, 1863, 29739, 8592, 16572, 34051, 33251, 16373, 1863, 21542, 1829, 20666, 9381, 5172, 3660, 6225, 10943, 3660, 11933, 7435, 995, 9122, 42213, 11296, 21542, 38436, 28671, 13672, 1829, 31439, 30233, 311, 13735, 5261, 295, 9303, 25961, 2655, 13672, 1829, 39896, 28239, 19913, 2288, 10632, 16712, 4587, 20292, 3215, 10632, 24976, 2655, 9566, 13063, 4032, 39182, 9957, 8032, 995, 16254, 20449, 343, 530, 14912], "avg_logprob": -0.1472848366762771, "compression_ratio": 1.7313432835820894, "no_speech_prob": 0.0, "words": [{"start": 111.59, "end": 112.25, "word": "الحقيقة", "probability": 0.9906005859375}, {"start": 112.25, "end": 112.95, "word": " ماحدش", "probability": 0.7262369791666666}, {"start": 112.95, "end": 113.39, "word": " ..", "probability": 0.5322265625}, {"start": 113.39, "end": 113.69, "word": " ما", "probability": 0.63720703125}, {"start": 113.69, "end": 113.73, "word": " ..", "probability": 0.80712890625}, {"start": 113.73, "end": 113.85, "word": " ما", "probability": 0.72412109375}, {"start": 113.85, "end": 114.27, "word": " بعرفش", "probability": 0.8751627604166666}, {"start": 114.27, "end": 114.65, "word": " مين", "probability": 0.97119140625}, {"start": 114.65, "end": 115.67, "word": " داروين", "probability": 0.914794921875}, {"start": 115.67, "end": 116.29, "word": " و", "probability": 0.90283203125}, {"start": 116.29, "end": 116.99, "word": " عملية", "probability": 0.777587890625}, {"start": 116.99, "end": 117.37, "word": " النشوء", "probability": 0.90283203125}, {"start": 117.37, "end": 117.83, "word": " والارتقاء", "probability": 0.90576171875}, {"start": 117.83, "end": 118.21, "word": " اللي", "probability": 0.756591796875}, {"start": 118.21, "end": 119.05, "word": " قدمنا", "probability": 0.75048828125}, {"start": 119.05, "end": 119.47, "word": " إياها", "probability": 0.7596028645833334}, {"start": 119.47, "end": 120.49, "word": " كنظرية", "probability": 0.97607421875}, {"start": 120.49, "end": 121.67, "word": " و", "probability": 0.9482421875}, {"start": 121.67, "end": 122.23, "word": " فكرة", "probability": 0.95556640625}, {"start": 122.23, "end": 123.37, "word": " الارتقاء", "probability": 0.9884765625}, {"start": 123.37, "end": 123.95, "word": " في", "probability": 0.962890625}, {"start": 123.95, "end": 124.39, "word": " الكائن", "probability": 0.9466145833333334}, {"start": 124.39, "end": 124.85, "word": " البشري", "probability": 0.9630533854166666}, {"start": 124.85, "end": 125.33, "word": " أو", "probability": 0.8720703125}, {"start": 125.33, "end": 125.79, "word": " الكائن", "probability": 0.9677734375}, {"start": 125.79, "end": 126.11, "word": " الحي", "probability": 0.966796875}, {"start": 126.11, "end": 126.51, "word": " بالصفة", "probability": 0.9205322265625}, {"start": 126.51, "end": 127.25, "word": " عامة", "probability": 0.8157552083333334}, {"start": 127.25, "end": 128.01, "word": " إجا", "probability": 0.64111328125}, {"start": 128.01, "end": 128.45, "word": " كملها", "probability": 0.8727213541666666}, {"start": 128.45, "end": 129.01, "word": " الحقيقة", "probability": 0.9931640625}, {"start": 129.01, "end": 129.23, "word": " اللي", "probability": 0.985107421875}, {"start": 129.23, "end": 129.57, "word": " هو", "probability": 0.98486328125}, {"start": 129.57, "end": 130.87, "word": " Darwin's", "probability": 0.86572265625}, {"start": 130.87, "end": 131.51, "word": " classical", "probability": 0.74658203125}, {"start": 131.51, "end": 132.81, "word": " theory", "probability": 0.8876953125}, {"start": 132.81, "end": 133.01, "word": " of", "probability": 0.970703125}, {"start": 133.01, "end": 133.51, "word": " evolution", "probability": 0.947265625}, {"start": 133.51, "end": 134.19, "word": " كانت", "probability": 0.974365234375}, {"start": 134.19, "end": 134.27, "word": " اللي", "probability": 0.9716796875}, {"start": 134.27, "end": 134.39, "word": " هي", "probability": 0.90185546875}, {"start": 134.39, "end": 134.89, "word": " النظرية", "probability": 0.9561767578125}, {"start": 134.89, "end": 135.63, "word": " التقليدية", "probability": 0.97060546875}, {"start": 135.63, "end": 136.45, "word": " للتطور", "probability": 0.9342041015625}, {"start": 136.45, "end": 136.91, "word": " و", "probability": 0.5625}, {"start": 136.91, "end": 137.31, "word": " بعدين", "probability": 0.950439453125}, {"start": 137.31, "end": 137.63, "word": " هادي", "probability": 0.6886393229166666}, {"start": 137.63, "end": 137.95, "word": " مع", "probability": 0.98974609375}, {"start": 137.95, "end": 139.65, "word": " Wiesmann", "probability": 0.5541178385416666}], "temperature": 1.0}, {"id": 6, "seek": 16391, "start": 140.35, "end": 163.91, "text": "وزمان إيش كان إله؟ كان إله نظرية ال natural selection أو الانتقاء الطبيعي الانتقاء أو الاختيار الطبيعي للأشياء طبعا كمل معاهم في نفس هذا المجال اللي هو Mendel ويمكن كتير من الطلاب بعرفوا Mendel وبيعرفوا لأنه بيتدرس الحقيقة في النباتات كقانون Mendel اللي هو اللي علاقة بال genetics أو الجينات", "tokens": [2407, 11622, 2304, 7649, 11933, 1829, 8592, 25961, 11933, 43761, 22807, 25961, 11933, 43761, 8717, 19913, 2288, 10632, 2423, 3303, 9450, 34051, 2423, 7649, 2655, 4587, 16606, 41950, 21292, 3615, 1829, 2423, 7649, 2655, 4587, 16606, 34051, 2423, 47283, 31371, 9640, 41950, 21292, 3615, 1829, 24976, 10721, 8592, 1829, 16606, 23032, 3555, 3615, 995, 9122, 42213, 20449, 995, 16095, 8978, 8717, 36178, 23758, 9673, 7435, 6027, 13672, 1829, 31439, 40887, 338, 4032, 32640, 19452, 9122, 2655, 13546, 9154, 41950, 15040, 3555, 45030, 28480, 14407, 40887, 338, 4032, 21292, 3615, 28480, 14407, 5296, 33456, 3224, 4724, 36081, 3215, 2288, 3794, 21542, 38436, 28671, 8978, 28239, 3555, 9307, 9307, 9122, 4587, 7649, 11536, 40887, 338, 13672, 1829, 31439, 13672, 1829, 11203, 995, 28671, 20666, 26516, 34051, 25724, 1829, 8315, 2655], "avg_logprob": -0.14607558139534885, "compression_ratio": 1.8598484848484849, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 140.35, "end": 140.81, "word": "وزمان", "probability": 0.66949462890625}, {"start": 140.81, "end": 140.99, "word": " إيش", "probability": 0.8636067708333334}, {"start": 140.99, "end": 141.17, "word": " كان", "probability": 0.98681640625}, {"start": 141.17, "end": 141.47, "word": " إله؟", "probability": 0.5514322916666666}, {"start": 141.47, "end": 141.55, "word": " كان", "probability": 0.9599609375}, {"start": 141.55, "end": 141.71, "word": " إله", "probability": 0.836669921875}, {"start": 141.71, "end": 142.25, "word": " نظرية", "probability": 0.9459228515625}, {"start": 142.25, "end": 142.55, "word": " ال", "probability": 0.966796875}, {"start": 142.55, "end": 142.97, "word": " natural", "probability": 0.57421875}, {"start": 142.97, "end": 144.01, "word": " selection", "probability": 0.9619140625}, {"start": 144.01, "end": 144.29, "word": " أو", "probability": 0.88525390625}, {"start": 144.29, "end": 144.99, "word": " الانتقاء", "probability": 0.9263671875}, {"start": 144.99, "end": 145.89, "word": " الطبيعي", "probability": 0.97705078125}, {"start": 145.89, "end": 146.55, "word": " الانتقاء", "probability": 0.89345703125}, {"start": 146.55, "end": 146.65, "word": " أو", "probability": 0.3115234375}, {"start": 146.65, "end": 147.15, "word": " الاختيار", "probability": 0.9267578125}, {"start": 147.15, "end": 148.15, "word": " الطبيعي", "probability": 0.9920654296875}, {"start": 148.15, "end": 148.83, "word": " للأشياء", "probability": 0.976171875}, {"start": 148.83, "end": 149.35, "word": " طبعا", "probability": 0.9490966796875}, {"start": 149.35, "end": 150.03, "word": " كمل", "probability": 0.843994140625}, {"start": 150.03, "end": 150.45, "word": " معاهم", "probability": 0.9674479166666666}, {"start": 150.45, "end": 150.63, "word": " في", "probability": 0.9697265625}, {"start": 150.63, "end": 150.85, "word": " نفس", "probability": 0.989501953125}, {"start": 150.85, "end": 151.09, "word": " هذا", "probability": 0.9775390625}, {"start": 151.09, "end": 151.63, "word": " المجال", "probability": 0.9949544270833334}, {"start": 151.63, "end": 151.97, "word": " اللي", "probability": 0.937744140625}, {"start": 151.97, "end": 152.19, "word": " هو", "probability": 0.9833984375}, {"start": 152.19, "end": 152.59, "word": " Mendel", "probability": 0.6199951171875}, {"start": 152.59, "end": 153.37, "word": " ويمكن", "probability": 0.9615885416666666}, {"start": 153.37, "end": 153.99, "word": " كتير", "probability": 0.8123372395833334}, {"start": 153.99, "end": 154.17, "word": " من", "probability": 0.9921875}, {"start": 154.17, "end": 154.51, "word": " الطلاب", "probability": 0.9806315104166666}, {"start": 154.51, "end": 154.91, "word": " بعرفوا", "probability": 0.795166015625}, {"start": 154.91, "end": 155.25, "word": " Mendel", "probability": 0.887451171875}, {"start": 155.25, "end": 155.71, "word": " وبيعرفوا", "probability": 0.78720703125}, {"start": 155.71, "end": 156.15, "word": " لأنه", "probability": 0.8370768229166666}, {"start": 156.15, "end": 157.17, "word": " بيتدرس", "probability": 0.88515625}, {"start": 157.17, "end": 157.75, "word": " الحقيقة", "probability": 0.9944661458333334}, {"start": 157.75, "end": 158.43, "word": " في", "probability": 0.98193359375}, {"start": 158.43, "end": 159.57, "word": " النباتات", "probability": 0.9827880859375}, {"start": 159.57, "end": 160.39, "word": " كقانون", "probability": 0.994873046875}, {"start": 160.39, "end": 160.75, "word": " Mendel", "probability": 0.87255859375}, {"start": 160.75, "end": 160.89, "word": " اللي", "probability": 0.9716796875}, {"start": 160.89, "end": 161.03, "word": " هو", "probability": 0.9228515625}, {"start": 161.03, "end": 161.15, "word": " اللي", "probability": 0.722900390625}, {"start": 161.15, "end": 161.41, "word": " علاقة", "probability": 0.9259440104166666}, {"start": 161.41, "end": 161.65, "word": " بال", "probability": 0.97900390625}, {"start": 161.65, "end": 162.33, "word": " genetics", "probability": 0.85546875}, {"start": 162.33, "end": 163.01, "word": " أو", "probability": 0.7998046875}, {"start": 163.01, "end": 163.91, "word": " الجينات", "probability": 0.803955078125}], "temperature": 1.0}, {"id": 7, "seek": 19169, "start": 164.65, "end": 191.69, "text": "و إيش علاقتها في التكاثر و كيف ممكن الجيل القادم ياخد جيناته من الجيل السابق فالحقيقة تلت نظريات هدول مع بعض عملولنا أو قدمولنا حاجة اسمها a new Darwinian paradigm بمعنى النموذج الدروني الجديد النموذج الدروني الجديد هذا كل طريقة إلها علاقة و بتعتمد بشكل أساسي في ال process بتاعتها على ال reproduction", "tokens": [2407, 11933, 1829, 8592, 11203, 995, 38149, 11296, 8978, 16712, 4117, 5718, 104, 2288, 4032, 9122, 33911, 3714, 43020, 25724, 26895, 25062, 18513, 2304, 7251, 47283, 3215, 10874, 1829, 8315, 47395, 9154, 25724, 26895, 21136, 16758, 4587, 6156, 6027, 5016, 38436, 28671, 6055, 1211, 2655, 8717, 19913, 16572, 9307, 8032, 3215, 12610, 20449, 45030, 11242, 6225, 42213, 12610, 8315, 34051, 12174, 40448, 12610, 8315, 11331, 26108, 3660, 24525, 2304, 11296, 257, 777, 30233, 952, 24709, 4724, 2304, 3615, 1863, 7578, 28239, 2304, 2407, 8848, 7435, 32748, 2288, 11536, 1829, 25724, 16254, 3215, 28239, 2304, 2407, 8848, 7435, 32748, 2288, 11536, 1829, 25724, 16254, 3215, 23758, 28242, 23032, 16572, 28671, 11933, 1211, 11296, 11203, 995, 28671, 4032, 39894, 34268, 2304, 3215, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 8978, 2423, 1399, 39894, 995, 34268, 11296, 15844, 2423, 33934], "avg_logprob": -0.10133605401801027, "compression_ratio": 1.8279569892473118, "no_speech_prob": 0.0, "words": [{"start": 164.65, "end": 164.99, "word": "و", "probability": 0.9638671875}, {"start": 164.99, "end": 165.47, "word": " إيش", "probability": 0.72998046875}, {"start": 165.47, "end": 166.05, "word": " علاقتها", "probability": 0.9869384765625}, {"start": 166.05, "end": 166.59, "word": " في", "probability": 0.966796875}, {"start": 166.59, "end": 167.27, "word": " التكاثر", "probability": 0.9755859375}, {"start": 167.27, "end": 167.45, "word": " و", "probability": 0.9013671875}, {"start": 167.45, "end": 167.65, "word": " كيف", "probability": 0.935791015625}, {"start": 167.65, "end": 168.15, "word": " ممكن", "probability": 0.986083984375}, {"start": 168.15, "end": 168.87, "word": " الجيل", "probability": 0.966552734375}, {"start": 168.87, "end": 169.33, "word": " القادم", "probability": 0.99267578125}, {"start": 169.33, "end": 169.59, "word": " ياخد", "probability": 0.9835611979166666}, {"start": 169.59, "end": 170.01, "word": " جيناته", "probability": 0.9375}, {"start": 170.01, "end": 170.17, "word": " من", "probability": 0.98974609375}, {"start": 170.17, "end": 170.49, "word": " الجيل", "probability": 0.9775390625}, {"start": 170.49, "end": 170.97, "word": " السابق", "probability": 0.99658203125}, {"start": 170.97, "end": 172.13, "word": " فالحقيقة", "probability": 0.86171875}, {"start": 172.13, "end": 172.73, "word": " تلت", "probability": 0.8313802083333334}, {"start": 172.73, "end": 174.15, "word": " نظريات", "probability": 0.98828125}, {"start": 174.15, "end": 174.39, "word": " هدول", "probability": 0.8904622395833334}, {"start": 174.39, "end": 174.59, "word": " مع", "probability": 0.9951171875}, {"start": 174.59, "end": 174.95, "word": " بعض", "probability": 0.99658203125}, {"start": 174.95, "end": 175.85, "word": " عملولنا", "probability": 0.920654296875}, {"start": 175.85, "end": 176.01, "word": " أو", "probability": 0.75341796875}, {"start": 176.01, "end": 176.55, "word": " قدمولنا", "probability": 0.8720703125}, {"start": 176.55, "end": 176.81, "word": " حاجة", "probability": 0.9775390625}, {"start": 176.81, "end": 177.23, "word": " اسمها", "probability": 0.93994140625}, {"start": 177.23, "end": 177.63, "word": " a", "probability": 0.61376953125}, {"start": 177.63, "end": 177.79, "word": " new", "probability": 0.70654296875}, {"start": 177.79, "end": 178.61, "word": " Darwinian", "probability": 0.6973876953125}, {"start": 178.61, "end": 179.47, "word": " paradigm", "probability": 0.9267578125}, {"start": 179.47, "end": 180.33, "word": " بمعنى", "probability": 0.974609375}, {"start": 180.33, "end": 181.41, "word": " النموذج", "probability": 0.98017578125}, {"start": 181.41, "end": 182.99, "word": " الدروني", "probability": 0.64910888671875}, {"start": 182.99, "end": 183.87, "word": " الجديد", "probability": 0.8727213541666666}, {"start": 183.87, "end": 184.53, "word": " النموذج", "probability": 0.96689453125}, {"start": 184.53, "end": 184.95, "word": " الدروني", "probability": 0.9556884765625}, {"start": 184.95, "end": 185.29, "word": " الجديد", "probability": 0.9884440104166666}, {"start": 185.29, "end": 185.53, "word": " هذا", "probability": 0.798828125}, {"start": 185.53, "end": 186.17, "word": " كل", "probability": 0.87353515625}, {"start": 186.17, "end": 186.73, "word": " طريقة", "probability": 0.9915364583333334}, {"start": 186.73, "end": 187.43, "word": " إلها", "probability": 0.7008463541666666}, {"start": 187.43, "end": 187.79, "word": " علاقة", "probability": 0.9889322916666666}, {"start": 187.79, "end": 187.91, "word": " و", "probability": 0.79248046875}, {"start": 187.91, "end": 188.43, "word": " بتعتمد", "probability": 0.9609375}, {"start": 188.43, "end": 188.85, "word": " بشكل", "probability": 0.9781901041666666}, {"start": 188.85, "end": 189.27, "word": " أساسي", "probability": 0.985107421875}, {"start": 189.27, "end": 189.39, "word": " في", "probability": 0.9658203125}, {"start": 189.39, "end": 189.49, "word": " ال", "probability": 0.96142578125}, {"start": 189.49, "end": 189.77, "word": " process", "probability": 0.95166015625}, {"start": 189.77, "end": 190.29, "word": " بتاعتها", "probability": 0.86053466796875}, {"start": 190.29, "end": 190.75, "word": " على", "probability": 0.9140625}, {"start": 190.75, "end": 191.25, "word": " ال", "probability": 0.9755859375}, {"start": 191.25, "end": 191.69, "word": " reproduction", "probability": 0.94384765625}], "temperature": 1.0}, {"id": 8, "seek": 21615, "start": 192.39, "end": 216.15, "text": "و ال mutation و ال competition و ال selection هذه العمليات الحيوية الأساسية اللي هي الانتشار أو التكاثر ال mutation اللي هي الطفرات ال competition الصراع أو المنافسة و ال selection الانتقاء أو الاختيار هذه الحقيقة كلها عملت لنا حركة", "tokens": [2407, 2423, 27960, 4032, 2423, 6211, 4032, 2423, 9450, 29538, 18863, 2304, 20292, 9307, 21542, 1829, 2407, 10632, 16247, 3794, 32277, 10632, 13672, 1829, 39896, 2423, 7649, 2655, 8592, 9640, 34051, 16712, 4117, 5718, 104, 2288, 2423, 27960, 13672, 1829, 39896, 41950, 5172, 2288, 9307, 2423, 6211, 31767, 23557, 3615, 34051, 9673, 8315, 36178, 3660, 4032, 2423, 9450, 2423, 7649, 2655, 4587, 16606, 34051, 2423, 47283, 31371, 9640, 29538, 21542, 38436, 28671, 28242, 11296, 6225, 42213, 2655, 5296, 8315, 11331, 31747, 3660], "avg_logprob": -0.10137424968093274, "compression_ratio": 1.9732620320855614, "no_speech_prob": 8.940696716308594e-07, "words": [{"start": 192.39, "end": 193.41, "word": "و", "probability": 0.689453125}, {"start": 193.41, "end": 193.81, "word": " ال", "probability": 0.70166015625}, {"start": 193.81, "end": 194.31, "word": " mutation", "probability": 0.634765625}, {"start": 194.31, "end": 194.87, "word": " و", "probability": 0.89501953125}, {"start": 194.87, "end": 195.13, "word": " ال", "probability": 0.93701171875}, {"start": 195.13, "end": 195.63, "word": " competition", "probability": 0.9873046875}, {"start": 195.63, "end": 196.19, "word": " و", "probability": 0.984375}, {"start": 196.19, "end": 196.37, "word": " ال", "probability": 0.8671875}, {"start": 196.37, "end": 196.83, "word": " selection", "probability": 0.96337890625}, {"start": 196.83, "end": 197.63, "word": " هذه", "probability": 0.88330078125}, {"start": 197.63, "end": 198.31, "word": " العمليات", "probability": 0.921875}, {"start": 198.31, "end": 199.33, "word": " الحيوية", "probability": 0.9791259765625}, {"start": 199.33, "end": 200.01, "word": " الأساسية", "probability": 0.98779296875}, {"start": 200.01, "end": 201.03, "word": " اللي", "probability": 0.84912109375}, {"start": 201.03, "end": 201.27, "word": " هي", "probability": 0.86376953125}, {"start": 201.27, "end": 203.19, "word": " الانتشار", "probability": 0.8896484375}, {"start": 203.19, "end": 203.35, "word": " أو", "probability": 0.76416015625}, {"start": 203.35, "end": 203.93, "word": " التكاثر", "probability": 0.9638671875}, {"start": 203.93, "end": 204.41, "word": " ال", "probability": 0.7880859375}, {"start": 204.41, "end": 204.91, "word": " mutation", "probability": 0.99365234375}, {"start": 204.91, "end": 205.51, "word": " اللي", "probability": 0.931396484375}, {"start": 205.51, "end": 205.81, "word": " هي", "probability": 0.9609375}, {"start": 205.81, "end": 207.05, "word": " الطفرات", "probability": 0.81719970703125}, {"start": 207.05, "end": 207.49, "word": " ال", "probability": 0.95166015625}, {"start": 207.49, "end": 208.03, "word": " competition", "probability": 0.986328125}, {"start": 208.03, "end": 208.99, "word": " الصراع", "probability": 0.96826171875}, {"start": 208.99, "end": 209.13, "word": " أو", "probability": 0.7509765625}, {"start": 209.13, "end": 210.05, "word": " المنافسة", "probability": 0.9937744140625}, {"start": 210.05, "end": 210.41, "word": " و", "probability": 0.80859375}, {"start": 210.41, "end": 210.65, "word": " ال", "probability": 0.884765625}, {"start": 210.65, "end": 211.13, "word": " selection", "probability": 0.95751953125}, {"start": 211.13, "end": 211.97, "word": " الانتقاء", "probability": 0.91484375}, {"start": 211.97, "end": 212.09, "word": " أو", "probability": 0.5791015625}, {"start": 212.09, "end": 212.77, "word": " الاختيار", "probability": 0.9149169921875}, {"start": 212.77, "end": 213.37, "word": " هذه", "probability": 0.93505859375}, {"start": 213.37, "end": 213.81, "word": " الحقيقة", "probability": 0.9951171875}, {"start": 213.81, "end": 214.39, "word": " كلها", "probability": 0.99658203125}, {"start": 214.39, "end": 215.01, "word": " عملت", "probability": 0.9908854166666666}, {"start": 215.01, "end": 215.29, "word": " لنا", "probability": 0.735595703125}, {"start": 215.29, "end": 216.15, "word": " حركة", "probability": 0.99658203125}], "temperature": 1.0}, {"id": 9, "seek": 24548, "start": 216.3, "end": 245.48, "text": "سموها الـ New Darwinism أو الداروينية الجديدة أو الأفكار الداروينية الجديدة مش بالضروري إن هي نفس فكرة داروين ال classical داروين اللي هو النشوء بالطريقة اللي هو فكر فيها ولكن بفكرة أنه البقاء للأصلح البقاء للأصلح الحقيقة هذه احنا بنلاحظها في كتير شواهد ويمكن من أهمها عملية ال competition اللي احنا بنلاحظها بشكل كبير في معظم المخلوقات بناجي أنه في تنافس دائما في مواسم", "tokens": [38251, 2407, 11296, 2423, 39184, 1873, 30233, 1434, 34051, 32748, 9640, 2407, 9957, 10632, 25724, 16254, 41891, 34051, 16247, 5172, 4117, 9640, 32748, 9640, 2407, 9957, 10632, 25724, 16254, 41891, 37893, 20666, 11242, 2288, 13063, 1829, 36145, 39896, 8717, 36178, 6156, 4117, 25720, 11778, 9640, 2407, 9957, 2423, 13735, 11778, 9640, 2407, 9957, 13672, 1829, 31439, 28239, 8592, 2407, 38207, 20666, 9566, 16572, 28671, 13672, 1829, 31439, 6156, 37983, 8978, 11296, 35525, 19452, 4724, 5172, 4117, 25720, 14739, 3224, 29739, 4587, 16606, 24976, 10721, 36520, 5016, 29739, 4587, 16606, 24976, 10721, 36520, 5016, 21542, 38436, 28671, 29538, 1975, 5016, 8315, 44945, 15040, 5016, 19913, 11296, 8978, 9122, 2655, 13546, 13412, 14407, 3224, 3215, 4032, 32640, 19452, 9154, 5551, 16095, 11296, 6225, 42213, 10632, 2423, 6211, 13672, 1829, 1975, 5016, 8315, 44945, 15040, 5016, 19913, 11296, 4724, 8592, 28820, 9122, 3555, 13546, 8978, 20449, 19913, 2304, 9673, 9778, 1211, 30543, 9307, 44945, 26108, 1829, 14739, 3224, 8978, 6055, 8315, 36178, 11778, 16373, 15042, 8978, 3714, 14407, 38251], "avg_logprob": -0.1093749991077149, "compression_ratio": 2.087378640776699, "no_speech_prob": 1.8477439880371094e-06, "words": [{"start": 216.3, "end": 216.9, "word": "سموها", "probability": 0.90966796875}, {"start": 216.9, "end": 218.12, "word": " الـ", "probability": 0.8623046875}, {"start": 218.12, "end": 218.46, "word": " New", "probability": 0.350341796875}, {"start": 218.46, "end": 219.72, "word": " Darwinism", "probability": 0.9189453125}, {"start": 219.72, "end": 220.36, "word": " أو", "probability": 0.873046875}, {"start": 220.36, "end": 221.4, "word": " الداروينية", "probability": 0.77490234375}, {"start": 221.4, "end": 222.1, "word": " الجديدة", "probability": 0.9807942708333334}, {"start": 222.1, "end": 222.38, "word": " أو", "probability": 0.888671875}, {"start": 222.38, "end": 222.74, "word": " الأفكار", "probability": 0.977294921875}, {"start": 222.74, "end": 223.3, "word": " الداروينية", "probability": 0.97783203125}, {"start": 223.3, "end": 223.76, "word": " الجديدة", "probability": 0.9889322916666666}, {"start": 223.76, "end": 224.08, "word": " مش", "probability": 0.81103515625}, {"start": 224.08, "end": 224.52, "word": " بالضروري", "probability": 0.788525390625}, {"start": 224.52, "end": 224.62, "word": " إن", "probability": 0.5}, {"start": 224.62, "end": 224.76, "word": " هي", "probability": 0.662109375}, {"start": 224.76, "end": 224.98, "word": " نفس", "probability": 0.9814453125}, {"start": 224.98, "end": 225.26, "word": " فكرة", "probability": 0.9541015625}, {"start": 225.26, "end": 225.62, "word": " داروين", "probability": 0.82666015625}, {"start": 225.62, "end": 225.74, "word": " ال", "probability": 0.90771484375}, {"start": 225.74, "end": 226.14, "word": " classical", "probability": 0.58056640625}, {"start": 226.14, "end": 226.64, "word": " داروين", "probability": 0.925537109375}, {"start": 226.64, "end": 226.82, "word": " اللي", "probability": 0.919677734375}, {"start": 226.82, "end": 227.06, "word": " هو", "probability": 0.99072265625}, {"start": 227.06, "end": 227.92, "word": " النشوء", "probability": 0.931396484375}, {"start": 227.92, "end": 228.34, "word": " بالطريقة", "probability": 0.98193359375}, {"start": 228.34, "end": 228.44, "word": " اللي", "probability": 0.978271484375}, {"start": 228.44, "end": 228.54, "word": " هو", "probability": 0.966796875}, {"start": 228.54, "end": 228.8, "word": " فكر", "probability": 0.98291015625}, {"start": 228.8, "end": 229.12, "word": " فيها", "probability": 0.993408203125}, {"start": 229.12, "end": 229.92, "word": " ولكن", "probability": 0.830078125}, {"start": 229.92, "end": 230.94, "word": " بفكرة", "probability": 0.983642578125}, {"start": 230.94, "end": 231.42, "word": " أنه", "probability": 0.670654296875}, {"start": 231.42, "end": 231.82, "word": " البقاء", "probability": 0.9864908854166666}, {"start": 231.82, "end": 232.36, "word": " للأصلح", "probability": 0.9439697265625}, {"start": 232.36, "end": 233.08, "word": " البقاء", "probability": 0.9656575520833334}, {"start": 233.08, "end": 233.44, "word": " للأصلح", "probability": 0.9775390625}, {"start": 233.44, "end": 233.84, "word": " الحقيقة", "probability": 0.9814453125}, {"start": 233.84, "end": 234.04, "word": " هذه", "probability": 0.2705078125}, {"start": 234.04, "end": 234.24, "word": " احنا", "probability": 0.8062337239583334}, {"start": 234.24, "end": 234.8, "word": " بنلاحظها", "probability": 0.960546875}, {"start": 234.8, "end": 235.44, "word": " في", "probability": 0.9853515625}, {"start": 235.44, "end": 236.04, "word": " كتير", "probability": 0.931640625}, {"start": 236.04, "end": 236.56, "word": " شواهد", "probability": 0.991943359375}, {"start": 236.56, "end": 237.78, "word": " ويمكن", "probability": 0.8660481770833334}, {"start": 237.78, "end": 237.96, "word": " من", "probability": 0.98583984375}, {"start": 237.96, "end": 238.54, "word": " أهمها", "probability": 0.9783528645833334}, {"start": 238.54, "end": 239.06, "word": " عملية", "probability": 0.9791666666666666}, {"start": 239.06, "end": 239.2, "word": " ال", "probability": 0.98095703125}, {"start": 239.2, "end": 239.6, "word": " competition", "probability": 0.91357421875}, {"start": 239.6, "end": 239.82, "word": " اللي", "probability": 0.975830078125}, {"start": 239.82, "end": 239.96, "word": " احنا", "probability": 0.9290364583333334}, {"start": 239.96, "end": 240.38, "word": " بنلاحظها", "probability": 0.9841796875}, {"start": 240.38, "end": 240.62, "word": " بشكل", "probability": 0.9591471354166666}, {"start": 240.62, "end": 240.94, "word": " كبير", "probability": 0.9951171875}, {"start": 240.94, "end": 241.34, "word": " في", "probability": 0.814453125}, {"start": 241.34, "end": 241.64, "word": " معظم", "probability": 0.9967447916666666}, {"start": 241.64, "end": 242.22, "word": " المخلوقات", "probability": 0.9916015625}, {"start": 242.22, "end": 242.66, "word": " بناجي", "probability": 0.6383463541666666}, {"start": 242.66, "end": 243.06, "word": " أنه", "probability": 0.7138671875}, {"start": 243.06, "end": 243.38, "word": " في", "probability": 0.951171875}, {"start": 243.38, "end": 243.88, "word": " تنافس", "probability": 0.97021484375}, {"start": 243.88, "end": 244.4, "word": " دائما", "probability": 0.9246419270833334}, {"start": 244.4, "end": 244.88, "word": " في", "probability": 0.8310546875}, {"start": 244.88, "end": 245.48, "word": " مواسم", "probability": 0.8992513020833334}], "temperature": 1.0}, {"id": 10, "seek": 26270, "start": 246.59, "end": 262.71, "text": "التكاثر عند الحيوانات في الغالب بيصير فيه منافسة وهذه بنشوفها في الأفلام الوثائقية بمعظمنا الحقيقة فهذه واحدة من العمليات اللي بيصير فيها صراع الصراع هذا إيش الهدف منه الحقيقة الهدف منه أنه البقاء للأصلح فالأقوى في الغالب هو اللي بيضل مع القطيع", "tokens": [6027, 2655, 4117, 5718, 104, 2288, 43242, 21542, 1829, 2407, 7649, 9307, 8978, 6024, 118, 6027, 3555, 4724, 1829, 9381, 13546, 8978, 3224, 3714, 8315, 36178, 3660, 37037, 24192, 44945, 8592, 38688, 11296, 8978, 16247, 5172, 37440, 2423, 2407, 12984, 16373, 4587, 10632, 4724, 2304, 3615, 19913, 2304, 8315, 21542, 38436, 28671, 6156, 3224, 24192, 36764, 24401, 3660, 9154, 18863, 2304, 20292, 9307, 13672, 1829, 4724, 1829, 9381, 13546, 8978, 11296, 20328, 23557, 3615, 31767, 23557, 3615, 23758, 11933, 1829, 8592, 2423, 3224, 3215, 5172, 9154, 3224, 21542, 38436, 28671, 2423, 3224, 3215, 5172, 9154, 3224, 14739, 3224, 29739, 4587, 16606, 24976, 10721, 36520, 5016, 6156, 6027, 10721, 4587, 2407, 7578, 8978, 6024, 118, 6027, 3555, 31439, 13672, 1829, 4724, 1829, 11242, 1211, 20449, 25062, 9566, 40228], "avg_logprob": -0.09594726422801614, "compression_ratio": 2.108490566037736, "no_speech_prob": 1.3709068298339844e-06, "words": [{"start": 246.59, "end": 247.21, "word": "التكاثر", "probability": 0.9449055989583334}, {"start": 247.21, "end": 247.35, "word": " عند", "probability": 0.9228515625}, {"start": 247.35, "end": 247.69, "word": " الحيوانات", "probability": 0.90732421875}, {"start": 247.69, "end": 247.79, "word": " في", "probability": 0.634765625}, {"start": 247.79, "end": 248.03, "word": " الغالب", "probability": 0.9815673828125}, {"start": 248.03, "end": 248.35, "word": " بيصير", "probability": 0.8133544921875}, {"start": 248.35, "end": 248.77, "word": " فيه", "probability": 0.956787109375}, {"start": 248.77, "end": 249.55, "word": " منافسة", "probability": 0.983642578125}, {"start": 249.55, "end": 249.91, "word": " وهذه", "probability": 0.734619140625}, {"start": 249.91, "end": 250.27, "word": " بنشوفها", "probability": 0.8802490234375}, {"start": 250.27, "end": 250.35, "word": " في", "probability": 0.974609375}, {"start": 250.35, "end": 250.67, "word": " الأفلام", "probability": 0.98291015625}, {"start": 250.67, "end": 251.29, "word": " الوثائقية", "probability": 0.980224609375}, {"start": 251.29, "end": 251.85, "word": " بمعظمنا", "probability": 0.8482259114583334}, {"start": 251.85, "end": 252.37, "word": " الحقيقة", "probability": 0.9705403645833334}, {"start": 252.37, "end": 252.91, "word": " فهذه", "probability": 0.9137369791666666}, {"start": 252.91, "end": 253.19, "word": " واحدة", "probability": 0.9820963541666666}, {"start": 253.19, "end": 253.29, "word": " من", "probability": 0.9921875}, {"start": 253.29, "end": 253.71, "word": " العمليات", "probability": 0.8489990234375}, {"start": 253.71, "end": 253.81, "word": " اللي", "probability": 0.943603515625}, {"start": 253.81, "end": 254.11, "word": " بيصير", "probability": 0.9227294921875}, {"start": 254.11, "end": 254.69, "word": " فيها", "probability": 0.97021484375}, {"start": 254.69, "end": 256.11, "word": " صراع", "probability": 0.951171875}, {"start": 256.11, "end": 256.51, "word": " الصراع", "probability": 0.93212890625}, {"start": 256.51, "end": 256.63, "word": " هذا", "probability": 0.6552734375}, {"start": 256.63, "end": 256.83, "word": " إيش", "probability": 0.7720540364583334}, {"start": 256.83, "end": 257.11, "word": " الهدف", "probability": 0.9864501953125}, {"start": 257.11, "end": 257.39, "word": " منه", "probability": 0.990478515625}, {"start": 257.39, "end": 257.77, "word": " الحقيقة", "probability": 0.9285481770833334}, {"start": 257.77, "end": 258.07, "word": " الهدف", "probability": 0.9342041015625}, {"start": 258.07, "end": 258.29, "word": " منه", "probability": 0.986328125}, {"start": 258.29, "end": 258.61, "word": " أنه", "probability": 0.728271484375}, {"start": 258.61, "end": 259.23, "word": " البقاء", "probability": 0.9920247395833334}, {"start": 259.23, "end": 259.77, "word": " للأصلح", "probability": 0.9130859375}, {"start": 259.77, "end": 260.67, "word": " فالأقوى", "probability": 0.9720052083333334}, {"start": 260.67, "end": 260.89, "word": " في", "probability": 0.95361328125}, {"start": 260.89, "end": 261.25, "word": " الغالب", "probability": 0.9949951171875}, {"start": 261.25, "end": 261.39, "word": " هو", "probability": 0.9951171875}, {"start": 261.39, "end": 261.53, "word": " اللي", "probability": 0.9833984375}, {"start": 261.53, "end": 261.93, "word": " بيضل", "probability": 0.82568359375}, {"start": 261.93, "end": 262.25, "word": " مع", "probability": 0.98974609375}, {"start": 262.25, "end": 262.71, "word": " القطيع", "probability": 0.9124348958333334}], "temperature": 1.0}, {"id": 11, "seek": 27863, "start": 263.03, "end": 278.63, "text": "هذه أحد أشكال المنافسة أو أحد أشكال التفكير الدارويني أو التطور اللي صار بأفكار من أفكار داروين السابقة القديمة اللي هي classical و اللي شوية كانت بدها شوية إعادة صياغات", "tokens": [3224, 24192, 5551, 24401, 5551, 8592, 4117, 6027, 9673, 8315, 36178, 3660, 34051, 5551, 24401, 5551, 8592, 4117, 6027, 16712, 5172, 4117, 13546, 32748, 9640, 2407, 9957, 1829, 34051, 16712, 9566, 13063, 13672, 1829, 20328, 9640, 4724, 10721, 5172, 4117, 9640, 9154, 5551, 5172, 4117, 9640, 11778, 9640, 2407, 9957, 21136, 16758, 28671, 25062, 16254, 46007, 13672, 1829, 39896, 13735, 4032, 13672, 1829, 13412, 2407, 10632, 25961, 2655, 47525, 11296, 13412, 2407, 10632, 11933, 3615, 18513, 3660, 20328, 1829, 5718, 118, 9307], "avg_logprob": -0.09902108559407384, "compression_ratio": 1.8181818181818181, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 263.03, "end": 264.15, "word": "هذه", "probability": 0.975341796875}, {"start": 264.15, "end": 264.57, "word": " أحد", "probability": 0.708740234375}, {"start": 264.57, "end": 264.97, "word": " أشكال", "probability": 0.9931640625}, {"start": 264.97, "end": 265.61, "word": " المنافسة", "probability": 0.9913330078125}, {"start": 265.61, "end": 265.77, "word": " أو", "probability": 0.8837890625}, {"start": 265.77, "end": 266.03, "word": " أحد", "probability": 0.964111328125}, {"start": 266.03, "end": 266.59, "word": " أشكال", "probability": 0.9974365234375}, {"start": 266.59, "end": 267.35, "word": " التفكير", "probability": 0.9957275390625}, {"start": 267.35, "end": 268.07, "word": " الدارويني", "probability": 0.85888671875}, {"start": 268.07, "end": 268.55, "word": " أو", "probability": 0.66455078125}, {"start": 268.55, "end": 269.69, "word": " التطور", "probability": 0.9446614583333334}, {"start": 269.69, "end": 269.87, "word": " اللي", "probability": 0.788818359375}, {"start": 269.87, "end": 270.13, "word": " صار", "probability": 0.956787109375}, {"start": 270.13, "end": 270.75, "word": " بأفكار", "probability": 0.92109375}, {"start": 270.75, "end": 271.21, "word": " من", "probability": 0.82568359375}, {"start": 271.21, "end": 272.01, "word": " أفكار", "probability": 0.974365234375}, {"start": 272.01, "end": 272.71, "word": " داروين", "probability": 0.9730224609375}, {"start": 272.71, "end": 273.21, "word": " السابقة", "probability": 0.9890950520833334}, {"start": 273.21, "end": 273.73, "word": " القديمة", "probability": 0.9840494791666666}, {"start": 273.73, "end": 274.25, "word": " اللي", "probability": 0.959228515625}, {"start": 274.25, "end": 274.43, "word": " هي", "probability": 0.92333984375}, {"start": 274.43, "end": 274.95, "word": " classical", "probability": 0.880859375}, {"start": 274.95, "end": 275.17, "word": " و", "probability": 0.62158203125}, {"start": 275.17, "end": 275.25, "word": " اللي", "probability": 0.739990234375}, {"start": 275.25, "end": 275.67, "word": " شوية", "probability": 0.86962890625}, {"start": 275.67, "end": 276.67, "word": " كانت", "probability": 0.87451171875}, {"start": 276.67, "end": 277.15, "word": " بدها", "probability": 0.949462890625}, {"start": 277.15, "end": 277.49, "word": " شوية", "probability": 0.9021809895833334}, {"start": 277.49, "end": 278.11, "word": " إعادة", "probability": 0.83319091796875}, {"start": 278.11, "end": 278.63, "word": " صياغات", "probability": 0.93564453125}], "temperature": 1.0}, {"id": 12, "seek": 29610, "start": 279.48, "end": 296.1, "text": "الان قدرة التكاثر او التوالد هذه بتظهر الحقيقة او بتظهر لنا طبيعة الحياة فعلا، هي الحياة محتاجة generations، generation بيعطي ل generation، generation بيعطي للتاني للتالت للربع للخمس،", "tokens": [6027, 7649, 12174, 3215, 25720, 16712, 4117, 5718, 104, 2288, 1975, 2407, 16712, 2407, 6027, 3215, 29538, 39894, 19913, 3224, 2288, 21542, 38436, 28671, 1975, 2407, 39894, 19913, 3224, 2288, 5296, 8315, 23032, 21292, 27884, 21542, 25528, 3660, 6156, 3615, 15040, 12399, 39896, 21542, 25528, 3660, 3714, 33753, 26108, 3660, 10593, 12399, 5125, 4724, 40228, 9566, 1829, 5296, 5125, 12399, 5125, 4724, 40228, 9566, 1829, 24976, 2655, 7649, 1829, 24976, 2655, 6027, 2655, 24976, 25513, 3615, 24976, 9778, 2304, 3794, 12399], "avg_logprob": -0.19931401966548548, "compression_ratio": 1.8509316770186335, "no_speech_prob": 0.0, "words": [{"start": 279.48, "end": 279.98, "word": "الان", "probability": 0.8662109375}, {"start": 279.98, "end": 281.32, "word": " قدرة", "probability": 0.95703125}, {"start": 281.32, "end": 283.92, "word": " التكاثر", "probability": 0.912109375}, {"start": 283.92, "end": 284.2, "word": " او", "probability": 0.7249755859375}, {"start": 284.2, "end": 285.6, "word": " التوالد", "probability": 0.86578369140625}, {"start": 285.6, "end": 285.82, "word": " هذه", "probability": 0.4677734375}, {"start": 285.82, "end": 286.3, "word": " بتظهر", "probability": 0.9466552734375}, {"start": 286.3, "end": 286.84, "word": " الحقيقة", "probability": 0.9640299479166666}, {"start": 286.84, "end": 287.22, "word": " او", "probability": 0.763427734375}, {"start": 287.22, "end": 287.76, "word": " بتظهر", "probability": 0.9698486328125}, {"start": 287.76, "end": 288.1, "word": " لنا", "probability": 0.791015625}, {"start": 288.1, "end": 288.78, "word": " طبيعة", "probability": 0.9754231770833334}, {"start": 288.78, "end": 289.16, "word": " الحياة", "probability": 0.9969075520833334}, {"start": 289.16, "end": 289.74, "word": " فعلا،", "probability": 0.7960205078125}, {"start": 289.74, "end": 289.9, "word": " هي", "probability": 0.69873046875}, {"start": 289.9, "end": 290.52, "word": " الحياة", "probability": 0.9939778645833334}, {"start": 290.52, "end": 291.06, "word": " محتاجة", "probability": 0.9820556640625}, {"start": 291.06, "end": 292.3, "word": " generations،", "probability": 0.56005859375}, {"start": 292.3, "end": 292.92, "word": " generation", "probability": 0.931640625}, {"start": 292.92, "end": 293.22, "word": " بيعطي", "probability": 0.64404296875}, {"start": 293.22, "end": 293.28, "word": " ل", "probability": 0.478271484375}, {"start": 293.28, "end": 293.8, "word": " generation،", "probability": 0.6943359375}, {"start": 293.8, "end": 294.18, "word": " generation", "probability": 0.9765625}, {"start": 294.18, "end": 294.5, "word": " بيعطي", "probability": 0.93994140625}, {"start": 294.5, "end": 294.88, "word": " للتاني", "probability": 0.72357177734375}, {"start": 294.88, "end": 295.28, "word": " للتالت", "probability": 0.85528564453125}, {"start": 295.28, "end": 295.62, "word": " للربع", "probability": 0.8614908854166666}, {"start": 295.62, "end": 296.1, "word": " للخمس،", "probability": 0.871875}], "temperature": 1.0}, {"id": 13, "seek": 31369, "start": 297.23, "end": 313.69, "text": "في تغيرات بتحصل، في تغيرات بتحصل كونية حتى، كلنا بنعيش تغيرات كونية، التغيرات الكونية هذه إذا كان الكائن الحي غير قادر على التكيف أو التأقلم معها، والتأقلم معها هذا لازم يتم من خلال حاجة بتسميها mutation، طفرات", "tokens": [41185, 6055, 17082, 13546, 9307, 39894, 5016, 36520, 12399, 8978, 6055, 17082, 13546, 9307, 39894, 5016, 36520, 9122, 11536, 10632, 11331, 49975, 12399, 28242, 8315, 44945, 3615, 1829, 8592, 6055, 17082, 13546, 9307, 9122, 11536, 10632, 12399, 16712, 17082, 13546, 9307, 33251, 11536, 10632, 29538, 11933, 15730, 25961, 33251, 16373, 1863, 21542, 1829, 32771, 13546, 12174, 18513, 2288, 15844, 16712, 4117, 33911, 34051, 16712, 10721, 4587, 19528, 20449, 11296, 12399, 16070, 2655, 10721, 4587, 19528, 20449, 11296, 23758, 5296, 31377, 2304, 7251, 39237, 9154, 16490, 1211, 6027, 11331, 26108, 3660, 39894, 38251, 1829, 11296, 27960, 12399, 23032, 5172, 2288, 9307], "avg_logprob": -0.12414912776191636, "compression_ratio": 1.9183673469387754, "no_speech_prob": 1.0132789611816406e-06, "words": [{"start": 297.23, "end": 297.47, "word": "في", "probability": 0.6640625}, {"start": 297.47, "end": 297.93, "word": " تغيرات", "probability": 0.8521728515625}, {"start": 297.93, "end": 298.99, "word": " بتحصل،", "probability": 0.78424072265625}, {"start": 298.99, "end": 299.17, "word": " في", "probability": 0.8720703125}, {"start": 299.17, "end": 299.57, "word": " تغيرات", "probability": 0.9886474609375}, {"start": 299.57, "end": 299.91, "word": " بتحصل", "probability": 0.9645182291666666}, {"start": 299.91, "end": 300.35, "word": " كونية", "probability": 0.8977864583333334}, {"start": 300.35, "end": 301.15, "word": " حتى،", "probability": 0.8898111979166666}, {"start": 301.15, "end": 301.39, "word": " كلنا", "probability": 0.899658203125}, {"start": 301.39, "end": 301.89, "word": " بنعيش", "probability": 0.8521728515625}, {"start": 301.89, "end": 302.43, "word": " تغيرات", "probability": 0.98828125}, {"start": 302.43, "end": 302.85, "word": " كونية،", "probability": 0.9627685546875}, {"start": 302.85, "end": 303.17, "word": " التغيرات", "probability": 0.981201171875}, {"start": 303.17, "end": 303.53, "word": " الكونية", "probability": 0.9327799479166666}, {"start": 303.53, "end": 303.67, "word": " هذه", "probability": 0.1541748046875}, {"start": 303.67, "end": 303.89, "word": " إذا", "probability": 0.91259765625}, {"start": 303.89, "end": 304.07, "word": " كان", "probability": 0.994140625}, {"start": 304.07, "end": 304.41, "word": " الكائن", "probability": 0.96337890625}, {"start": 304.41, "end": 304.77, "word": " الحي", "probability": 0.90869140625}, {"start": 304.77, "end": 305.33, "word": " غير", "probability": 0.99658203125}, {"start": 305.33, "end": 305.85, "word": " قادر", "probability": 0.9903971354166666}, {"start": 305.85, "end": 306.11, "word": " على", "probability": 0.94482421875}, {"start": 306.11, "end": 307.57, "word": " التكيف", "probability": 0.8455403645833334}, {"start": 307.57, "end": 307.95, "word": " أو", "probability": 0.95263671875}, {"start": 307.95, "end": 308.63, "word": " التأقلم", "probability": 0.9708251953125}, {"start": 308.63, "end": 309.45, "word": " معها،", "probability": 0.9396158854166666}, {"start": 309.45, "end": 309.95, "word": " والتأقلم", "probability": 0.9369140625}, {"start": 309.95, "end": 310.19, "word": " معها", "probability": 0.992431640625}, {"start": 310.19, "end": 310.37, "word": " هذا", "probability": 0.459228515625}, {"start": 310.37, "end": 310.59, "word": " لازم", "probability": 0.9943033854166666}, {"start": 310.59, "end": 310.81, "word": " يتم", "probability": 0.970703125}, {"start": 310.81, "end": 310.91, "word": " من", "probability": 0.76611328125}, {"start": 310.91, "end": 311.11, "word": " خلال", "probability": 0.9915364583333334}, {"start": 311.11, "end": 311.29, "word": " حاجة", "probability": 0.9853515625}, {"start": 311.29, "end": 311.79, "word": " بتسميها", "probability": 0.87744140625}, {"start": 311.79, "end": 313.19, "word": " mutation،", "probability": 0.6727294921875}, {"start": 313.19, "end": 313.69, "word": " طفرات", "probability": 0.83056640625}], "temperature": 1.0}, {"id": 14, "seek": 33130, "start": 314.24, "end": 331.3, "text": "إذا لم يتمكن، معنى ذلك إنه مش هيقدر يكمل، وبرضه لو لاحظنا معظم البرامج اللي بتكون عن الديناصورات وغيرها، وجدنا إن هي لم تستطعت تكيف مع عالم جديد، عشان هيك انقرضت، عشان هيك انقرضت، ماكنش إلها الحق في الحياة، في الاستمرارية", "tokens": [28814, 15730, 32767, 7251, 39237, 19452, 12399, 20449, 1863, 7578, 29910, 23275, 36145, 3224, 37893, 39896, 28543, 2288, 7251, 24793, 1211, 12399, 4032, 26890, 11242, 3224, 45164, 20193, 5016, 19913, 8315, 20449, 19913, 2304, 2423, 26890, 10943, 7435, 13672, 1829, 39894, 30544, 18871, 32748, 9957, 33546, 13063, 9307, 4032, 17082, 13546, 11296, 12399, 49610, 3215, 8315, 36145, 39896, 32767, 6055, 14851, 9566, 34268, 6055, 4117, 33911, 20449, 6225, 45340, 10874, 16254, 3215, 12399, 6225, 8592, 7649, 39896, 4117, 16472, 4587, 43042, 2655, 12399, 6225, 8592, 7649, 39896, 4117, 16472, 4587, 43042, 2655, 12399, 19446, 19452, 8592, 11933, 1211, 11296, 21542, 4587, 8978, 21542, 25528, 3660, 12399, 8978, 42963, 14851, 29973, 9640, 10632], "avg_logprob": -0.10750829435027806, "compression_ratio": 1.8873239436619718, "no_speech_prob": 2.1457672119140625e-06, "words": [{"start": 314.24, "end": 314.48, "word": "إذا", "probability": 0.9326171875}, {"start": 314.48, "end": 314.62, "word": " لم", "probability": 0.9697265625}, {"start": 314.62, "end": 315.66, "word": " يتمكن،", "probability": 0.8367919921875}, {"start": 315.66, "end": 316.06, "word": " معنى", "probability": 0.8341471354166666}, {"start": 316.06, "end": 316.24, "word": " ذلك", "probability": 0.993408203125}, {"start": 316.24, "end": 316.38, "word": " إنه", "probability": 0.7403564453125}, {"start": 316.38, "end": 316.48, "word": " مش", "probability": 0.96240234375}, {"start": 316.48, "end": 316.78, "word": " هيقدر", "probability": 0.9168294270833334}, {"start": 316.78, "end": 317.54, "word": " يكمل،", "probability": 0.874755859375}, {"start": 317.54, "end": 318.94, "word": " وبرضه", "probability": 0.8916015625}, {"start": 318.94, "end": 319.64, "word": " لو", "probability": 0.91455078125}, {"start": 319.64, "end": 320.32, "word": " لاحظنا", "probability": 0.980712890625}, {"start": 320.32, "end": 320.66, "word": " معظم", "probability": 0.99169921875}, {"start": 320.66, "end": 321.1, "word": " البرامج", "probability": 0.9615478515625}, {"start": 321.1, "end": 321.2, "word": " اللي", "probability": 0.936279296875}, {"start": 321.2, "end": 321.5, "word": " بتكون", "probability": 0.987060546875}, {"start": 321.5, "end": 321.78, "word": " عن", "probability": 0.9873046875}, {"start": 321.78, "end": 322.64, "word": " الديناصورات", "probability": 0.86025390625}, {"start": 322.64, "end": 323.88, "word": " وغيرها،", "probability": 0.93779296875}, {"start": 323.88, "end": 324.24, "word": " وجدنا", "probability": 0.93505859375}, {"start": 324.24, "end": 324.4, "word": " إن", "probability": 0.76806640625}, {"start": 324.4, "end": 324.58, "word": " هي", "probability": 0.4033203125}, {"start": 324.58, "end": 324.78, "word": " لم", "probability": 0.9443359375}, {"start": 324.78, "end": 325.26, "word": " تستطعت", "probability": 0.9058837890625}, {"start": 325.26, "end": 325.7, "word": " تكيف", "probability": 0.830078125}, {"start": 325.7, "end": 326.0, "word": " مع", "probability": 0.98974609375}, {"start": 326.0, "end": 326.28, "word": " عالم", "probability": 0.9521484375}, {"start": 326.28, "end": 327.04, "word": " جديد،", "probability": 0.971923828125}, {"start": 327.04, "end": 327.26, "word": " عشان", "probability": 0.9698893229166666}, {"start": 327.26, "end": 327.46, "word": " هيك", "probability": 0.745849609375}, {"start": 327.46, "end": 328.26, "word": " انقرضت،", "probability": 0.95126953125}, {"start": 328.26, "end": 328.52, "word": " عشان", "probability": 0.9607747395833334}, {"start": 328.52, "end": 328.68, "word": " هيك", "probability": 0.99267578125}, {"start": 328.68, "end": 329.3, "word": " انقرضت،", "probability": 0.97451171875}, {"start": 329.3, "end": 329.7, "word": " ماكنش", "probability": 0.7952473958333334}, {"start": 329.7, "end": 329.84, "word": " إلها", "probability": 0.745849609375}, {"start": 329.84, "end": 330.12, "word": " الحق", "probability": 0.993408203125}, {"start": 330.12, "end": 330.26, "word": " في", "probability": 0.95849609375}, {"start": 330.26, "end": 330.64, "word": " الحياة،", "probability": 0.9803466796875}, {"start": 330.64, "end": 330.66, "word": " في", "probability": 0.96875}, {"start": 330.66, "end": 331.3, "word": " الاستمرارية", "probability": 0.95283203125}], "temperature": 1.0}, {"id": 15, "seek": 35160, "start": 332.38, "end": 351.6, "text": "فهذه .. بنتكلم هنا عن ال generations الأجيال بنتكلم عن ال mutation ال mutation هي التفارات اللي ممكن تحدث بنتكلم عن ال .. ال mating او المزاوجة اللي هي الكرموزومات مع بعضها ايش الهدف منها؟ انه يعطونا", "tokens": [5172, 3224, 24192, 4386, 4724, 29399, 4117, 19528, 34105, 18871, 2423, 10593, 16247, 7435, 1829, 6027, 4724, 29399, 4117, 19528, 18871, 2423, 27960, 2423, 27960, 39896, 16712, 5172, 9640, 9307, 13672, 1829, 3714, 43020, 6055, 24401, 12984, 4724, 29399, 4117, 19528, 18871, 2423, 4386, 2423, 49955, 1975, 2407, 9673, 11622, 995, 29245, 3660, 13672, 1829, 39896, 33251, 2288, 2304, 2407, 11622, 20498, 9307, 20449, 45030, 11242, 11296, 1975, 1829, 8592, 2423, 3224, 3215, 5172, 9154, 11296, 22807, 16472, 3224, 37495, 9566, 2407, 8315], "avg_logprob": -0.20721726775878951, "compression_ratio": 1.7195767195767195, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 332.38000000000005, "end": 333.22, "word": "فهذه", "probability": 0.6719563802083334}, {"start": 333.22, "end": 333.34, "word": " ..", "probability": 0.33203125}, {"start": 333.34, "end": 333.76, "word": " بنتكلم", "probability": 0.7672119140625}, {"start": 333.76, "end": 333.94, "word": " هنا", "probability": 0.8310546875}, {"start": 333.94, "end": 334.18, "word": " عن", "probability": 0.98291015625}, {"start": 334.18, "end": 334.94, "word": " ال", "probability": 0.92724609375}, {"start": 334.94, "end": 335.96, "word": " generations", "probability": 0.50537109375}, {"start": 335.96, "end": 336.82, "word": " الأجيال", "probability": 0.9600830078125}, {"start": 336.82, "end": 337.96, "word": " بنتكلم", "probability": 0.83868408203125}, {"start": 337.96, "end": 338.24, "word": " عن", "probability": 0.99072265625}, {"start": 338.24, "end": 338.64, "word": " ال", "probability": 0.96435546875}, {"start": 338.64, "end": 339.2, "word": " mutation", "probability": 0.93896484375}, {"start": 339.2, "end": 339.76, "word": " ال", "probability": 0.53369140625}, {"start": 339.76, "end": 340.02, "word": " mutation", "probability": 0.90966796875}, {"start": 340.02, "end": 340.24, "word": " هي", "probability": 0.69580078125}, {"start": 340.24, "end": 340.72, "word": " التفارات", "probability": 0.81103515625}, {"start": 340.72, "end": 340.82, "word": " اللي", "probability": 0.81201171875}, {"start": 340.82, "end": 341.06, "word": " ممكن", "probability": 0.982421875}, {"start": 341.06, "end": 341.54, "word": " تحدث", "probability": 0.9881184895833334}, {"start": 341.54, "end": 342.22, "word": " بنتكلم", "probability": 0.92578125}, {"start": 342.22, "end": 342.44, "word": " عن", "probability": 0.98876953125}, {"start": 342.44, "end": 343.18, "word": " ال", "probability": 0.9853515625}, {"start": 343.18, "end": 343.44, "word": " ..", "probability": 0.3857421875}, {"start": 343.44, "end": 344.36, "word": " ال", "probability": 0.9619140625}, {"start": 344.36, "end": 344.74, "word": " mating", "probability": 0.96435546875}, {"start": 344.74, "end": 345.52, "word": " او", "probability": 0.768310546875}, {"start": 345.52, "end": 347.4, "word": " المزاوجة", "probability": 0.9728515625}, {"start": 347.4, "end": 348.02, "word": " اللي", "probability": 0.938720703125}, {"start": 348.02, "end": 348.16, "word": " هي", "probability": 0.93017578125}, {"start": 348.16, "end": 348.84, "word": " الكرموزومات", "probability": 0.7784249441964286}, {"start": 348.84, "end": 349.0, "word": " مع", "probability": 0.99755859375}, {"start": 349.0, "end": 349.42, "word": " بعضها", "probability": 0.9982096354166666}, {"start": 349.42, "end": 349.76, "word": " ايش", "probability": 0.645751953125}, {"start": 349.76, "end": 350.02, "word": " الهدف", "probability": 0.965087890625}, {"start": 350.02, "end": 350.4, "word": " منها؟", "probability": 0.8963216145833334}, {"start": 350.4, "end": 350.72, "word": " انه", "probability": 0.877685546875}, {"start": 350.72, "end": 351.6, "word": " يعطونا", "probability": 0.8702392578125}], "temperature": 1.0}, {"id": 16, "seek": 37974, "start": 352.18, "end": 379.74, "text": "generation قوي قادر على العصر القادم أو التغيرات البيئية في الغالب التغيرات اللي ممكن تصير في ال environment تبعتنا ال changing أو ال continuously changing environment لازم يكون الكائن الحي قادر انه يتحرك معاها فهذه كل ما يخص هذه الدراسات سموها ال new Darwinian research تمام", "tokens": [30372, 12174, 45865, 12174, 18513, 2288, 15844, 18863, 9381, 2288, 25062, 18513, 2304, 34051, 16712, 17082, 13546, 9307, 2423, 21292, 19986, 10632, 8978, 6024, 118, 6027, 3555, 16712, 17082, 13546, 9307, 13672, 1829, 3714, 43020, 6055, 9381, 13546, 8978, 2423, 2823, 6055, 3555, 34268, 8315, 2423, 4473, 34051, 2423, 15684, 4473, 2823, 5296, 31377, 2304, 7251, 30544, 33251, 16373, 1863, 21542, 1829, 12174, 18513, 2288, 16472, 3224, 7251, 2655, 5016, 31747, 20449, 995, 11296, 6156, 3224, 24192, 28242, 19446, 7251, 9778, 9381, 29538, 32748, 23557, 3794, 9307, 8608, 2304, 2407, 11296, 2423, 777, 30233, 952, 2132, 46811, 10943], "avg_logprob": -0.12255366402443009, "compression_ratio": 1.7, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 352.18, "end": 352.74, "word": "generation", "probability": 0.455810546875}, {"start": 352.74, "end": 353.3, "word": " قوي", "probability": 0.885986328125}, {"start": 353.3, "end": 354.0, "word": " قادر", "probability": 0.9573567708333334}, {"start": 354.0, "end": 354.24, "word": " على", "probability": 0.94287109375}, {"start": 354.24, "end": 356.28, "word": " العصر", "probability": 0.9754231770833334}, {"start": 356.28, "end": 356.92, "word": " القادم", "probability": 0.9921875}, {"start": 356.92, "end": 357.2, "word": " أو", "probability": 0.873046875}, {"start": 357.2, "end": 358.08, "word": " التغيرات", "probability": 0.936767578125}, {"start": 358.08, "end": 358.64, "word": " البيئية", "probability": 0.9530029296875}, {"start": 358.64, "end": 358.78, "word": " في", "probability": 0.85400390625}, {"start": 358.78, "end": 359.14, "word": " الغالب", "probability": 0.984619140625}, {"start": 359.14, "end": 360.48, "word": " التغيرات", "probability": 0.899169921875}, {"start": 360.48, "end": 360.56, "word": " اللي", "probability": 0.837646484375}, {"start": 360.56, "end": 360.8, "word": " ممكن", "probability": 0.992431640625}, {"start": 360.8, "end": 361.16, "word": " تصير", "probability": 0.9134114583333334}, {"start": 361.16, "end": 362.2, "word": " في", "probability": 0.9560546875}, {"start": 362.2, "end": 362.4, "word": " ال", "probability": 0.77001953125}, {"start": 362.4, "end": 362.88, "word": " environment", "probability": 0.89892578125}, {"start": 362.88, "end": 363.4, "word": " تبعتنا", "probability": 0.8690185546875}, {"start": 363.4, "end": 363.5, "word": " ال", "probability": 0.7802734375}, {"start": 363.5, "end": 363.88, "word": " changing", "probability": 0.79296875}, {"start": 363.88, "end": 364.16, "word": " أو", "probability": 0.791015625}, {"start": 364.16, "end": 364.28, "word": " ال", "probability": 0.456298828125}, {"start": 364.28, "end": 364.72, "word": " continuously", "probability": 0.9296875}, {"start": 364.72, "end": 365.78, "word": " changing", "probability": 0.8046875}, {"start": 365.78, "end": 366.58, "word": " environment", "probability": 0.95068359375}, {"start": 366.58, "end": 367.72, "word": " لازم", "probability": 0.9835611979166666}, {"start": 367.72, "end": 367.9, "word": " يكون", "probability": 0.995361328125}, {"start": 367.9, "end": 368.2, "word": " الكائن", "probability": 0.865234375}, {"start": 368.2, "end": 368.46, "word": " الحي", "probability": 0.77490234375}, {"start": 368.46, "end": 368.92, "word": " قادر", "probability": 0.9913736979166666}, {"start": 368.92, "end": 369.12, "word": " انه", "probability": 0.61572265625}, {"start": 369.12, "end": 369.52, "word": " يتحرك", "probability": 0.991455078125}, {"start": 369.52, "end": 369.88, "word": " معاها", "probability": 0.9267578125}, {"start": 369.88, "end": 370.52, "word": " فهذه", "probability": 0.8064778645833334}, {"start": 370.52, "end": 371.22, "word": " كل", "probability": 0.8583984375}, {"start": 371.22, "end": 371.82, "word": " ما", "probability": 0.97021484375}, {"start": 371.82, "end": 372.4, "word": " يخص", "probability": 0.9905598958333334}, {"start": 372.4, "end": 373.18, "word": " هذه", "probability": 0.98486328125}, {"start": 373.18, "end": 373.96, "word": " الدراسات", "probability": 0.990966796875}, {"start": 373.96, "end": 374.92, "word": " سموها", "probability": 0.957275390625}, {"start": 374.92, "end": 375.3, "word": " ال", "probability": 0.78173828125}, {"start": 375.3, "end": 375.52, "word": " new", "probability": 0.479248046875}, {"start": 375.52, "end": 377.3, "word": " Darwinian", "probability": 0.737060546875}, {"start": 377.3, "end": 378.78, "word": " research", "probability": 0.7900390625}, {"start": 378.78, "end": 379.74, "word": " تمام", "probability": 0.966796875}], "temperature": 1.0}, {"id": 17, "seek": 39118, "start": 380.7, "end": 391.18, "text": "واللي طبعا جزء منها هي genetic algorithm الحقيقة لأنها مبنية على جزئية اللي لها علاقة ب Mendel جزئية الكروموزومات الحقيقة والجينات هنتحدث عنها", "tokens": [2407, 6027, 20292, 23032, 3555, 3615, 995, 10874, 11622, 38207, 9154, 11296, 39896, 12462, 9284, 21542, 38436, 28671, 5296, 33456, 11296, 3714, 3555, 1863, 10632, 15844, 10874, 11622, 19986, 10632, 13672, 1829, 5296, 11296, 11203, 995, 28671, 4724, 40887, 338, 10874, 11622, 19986, 10632, 33251, 2288, 20498, 2407, 11622, 20498, 9307, 21542, 38436, 28671, 16070, 7435, 1829, 8315, 2655, 8032, 29399, 24401, 12984, 18871, 11296], "avg_logprob": -0.21010889587077228, "compression_ratio": 1.5286624203821657, "no_speech_prob": 0.0, "words": [{"start": 380.7, "end": 381.08, "word": "واللي", "probability": 0.9347330729166666}, {"start": 381.08, "end": 381.4, "word": " طبعا", "probability": 0.9384765625}, {"start": 381.4, "end": 381.78, "word": " جزء", "probability": 0.9573567708333334}, {"start": 381.78, "end": 382.02, "word": " منها", "probability": 0.98388671875}, {"start": 382.02, "end": 382.18, "word": " هي", "probability": 0.5263671875}, {"start": 382.18, "end": 382.46, "word": " genetic", "probability": 0.75439453125}, {"start": 382.46, "end": 382.92, "word": " algorithm", "probability": 0.93212890625}, {"start": 382.92, "end": 383.32, "word": " الحقيقة", "probability": 0.8968098958333334}, {"start": 383.32, "end": 383.62, "word": " لأنها", "probability": 0.6739908854166666}, {"start": 383.62, "end": 384.24, "word": " مبنية", "probability": 0.9449462890625}, {"start": 384.24, "end": 384.64, "word": " على", "probability": 0.7900390625}, {"start": 384.64, "end": 385.44, "word": " جزئية", "probability": 0.935791015625}, {"start": 385.44, "end": 386.12, "word": " اللي", "probability": 0.7069091796875}, {"start": 386.12, "end": 386.22, "word": " لها", "probability": 0.60980224609375}, {"start": 386.22, "end": 386.48, "word": " علاقة", "probability": 0.9807942708333334}, {"start": 386.48, "end": 386.58, "word": " ب", "probability": 0.76220703125}, {"start": 386.58, "end": 386.94, "word": " Mendel", "probability": 0.5797119140625}, {"start": 386.94, "end": 387.64, "word": " جزئية", "probability": 0.8896484375}, {"start": 387.64, "end": 388.4, "word": " الكروموزومات", "probability": 0.7785295758928571}, {"start": 388.4, "end": 388.92, "word": " الحقيقة", "probability": 0.8680013020833334}, {"start": 388.92, "end": 390.1, "word": " والجينات", "probability": 0.7771484375}, {"start": 390.1, "end": 390.9, "word": " هنتحدث", "probability": 0.82598876953125}, {"start": 390.9, "end": 391.18, "word": " عنها", "probability": 0.99462890625}], "temperature": 1.0}, {"id": 18, "seek": 41189, "start": 392.09, "end": 411.89, "text": "حاجة مهمة جدا عشان اقيس الحقيقة ال evolution تبعي هل هو كويس ولا مش كويس بقدر اعرفه عساس ان هو اللي هيقودني له ال maintenance of population ال populations ability to survive اللي هي قدرة السكان او المجتمع على البقاء و reproduce", "tokens": [5016, 26108, 3660, 3714, 16095, 3660, 10874, 28259, 6225, 8592, 7649, 1975, 38436, 3794, 21542, 38436, 28671, 2423, 9303, 6055, 3555, 3615, 1829, 8032, 1211, 31439, 9122, 45865, 3794, 49429, 37893, 9122, 45865, 3794, 4724, 28543, 2288, 1975, 3615, 28480, 3224, 6225, 3794, 32277, 16472, 31439, 13672, 1829, 39896, 4587, 23328, 22653, 46740, 2423, 11258, 295, 4415, 2423, 12822, 3485, 281, 7867, 13672, 1829, 39896, 12174, 3215, 25720, 21136, 41361, 1975, 2407, 9673, 7435, 39237, 3615, 15844, 29739, 4587, 16606, 4032, 29501], "avg_logprob": -0.11859939489738051, "compression_ratio": 1.5825688073394495, "no_speech_prob": 0.0, "words": [{"start": 392.09, "end": 392.43, "word": "حاجة", "probability": 0.9052734375}, {"start": 392.43, "end": 392.79, "word": " مهمة", "probability": 0.9392903645833334}, {"start": 392.79, "end": 393.01, "word": " جدا", "probability": 0.97119140625}, {"start": 393.01, "end": 393.57, "word": " عشان", "probability": 0.8492838541666666}, {"start": 393.57, "end": 394.05, "word": " اقيس", "probability": 0.7815755208333334}, {"start": 394.05, "end": 394.51, "word": " الحقيقة", "probability": 0.9850260416666666}, {"start": 394.51, "end": 394.61, "word": " ال", "probability": 0.81591796875}, {"start": 394.61, "end": 395.01, "word": " evolution", "probability": 0.6865234375}, {"start": 395.01, "end": 395.55, "word": " تبعي", "probability": 0.9185791015625}, {"start": 395.55, "end": 395.99, "word": " هل", "probability": 0.766357421875}, {"start": 395.99, "end": 396.15, "word": " هو", "probability": 0.99267578125}, {"start": 396.15, "end": 396.57, "word": " كويس", "probability": 0.9851888020833334}, {"start": 396.57, "end": 396.71, "word": " ولا", "probability": 0.71728515625}, {"start": 396.71, "end": 396.87, "word": " مش", "probability": 0.986328125}, {"start": 396.87, "end": 397.19, "word": " كويس", "probability": 0.9967447916666666}, {"start": 397.19, "end": 397.53, "word": " بقدر", "probability": 0.91748046875}, {"start": 397.53, "end": 397.99, "word": " اعرفه", "probability": 0.942626953125}, {"start": 397.99, "end": 398.43, "word": " عساس", "probability": 0.6431477864583334}, {"start": 398.43, "end": 398.51, "word": " ان", "probability": 0.79638671875}, {"start": 398.51, "end": 398.67, "word": " هو", "probability": 0.92919921875}, {"start": 398.67, "end": 398.79, "word": " اللي", "probability": 0.94873046875}, {"start": 398.79, "end": 399.37, "word": " هيقودني", "probability": 0.93212890625}, {"start": 399.37, "end": 399.53, "word": " له", "probability": 0.58349609375}, {"start": 399.53, "end": 399.91, "word": " ال", "probability": 0.5693359375}, {"start": 399.91, "end": 400.37, "word": " maintenance", "probability": 0.767578125}, {"start": 400.37, "end": 400.77, "word": " of", "probability": 0.9384765625}, {"start": 400.77, "end": 401.89, "word": " population", "probability": 0.77099609375}, {"start": 401.89, "end": 402.51, "word": " ال", "probability": 0.8525390625}, {"start": 402.51, "end": 403.27, "word": " populations", "probability": 0.806640625}, {"start": 403.27, "end": 404.41, "word": " ability", "probability": 0.92041015625}, {"start": 404.41, "end": 404.73, "word": " to", "probability": 0.97998046875}, {"start": 404.73, "end": 405.33, "word": " survive", "probability": 0.94287109375}, {"start": 405.33, "end": 405.83, "word": " اللي", "probability": 0.91650390625}, {"start": 405.83, "end": 406.09, "word": " هي", "probability": 0.8564453125}, {"start": 406.09, "end": 407.37, "word": " قدرة", "probability": 0.9794921875}, {"start": 407.37, "end": 408.41, "word": " السكان", "probability": 0.987060546875}, {"start": 408.41, "end": 408.95, "word": " او", "probability": 0.851806640625}, {"start": 408.95, "end": 409.53, "word": " المجتمع", "probability": 0.9942626953125}, {"start": 409.53, "end": 409.71, "word": " على", "probability": 0.8994140625}, {"start": 409.71, "end": 410.29, "word": " البقاء", "probability": 0.9913736979166666}, {"start": 410.29, "end": 410.73, "word": " و", "probability": 0.9599609375}, {"start": 410.73, "end": 411.89, "word": " reproduce", "probability": 0.97802734375}], "temperature": 1.0}, {"id": 19, "seek": 43646, "start": 413.7, "end": 436.46, "text": "reproduce اللي هي إعادة الإنتاج اللي هو يطلع لنا جيل جديد in specific environment ومهم جدا أن نكون في environment حاليا موجود أما بقدرش أقول والله أنا قوي لكن بتحملش البرد فنلاحظ أنه والله المناخ تبعنا رايح للبرد معناته طبيعي أنا مش هقدر أتكيف معاه إذا كان أنا بقول أنا بقدرش أعيش و بقدرش أرتب أموري بقدرش", "tokens": [265, 14314, 384, 13672, 1829, 39896, 11933, 3615, 18513, 3660, 33688, 29399, 26108, 13672, 1829, 31439, 7251, 9566, 1211, 3615, 5296, 8315, 10874, 26895, 10874, 16254, 3215, 294, 2685, 2823, 4032, 2304, 16095, 10874, 28259, 14739, 8717, 30544, 8978, 2823, 11331, 6027, 25528, 3714, 29245, 23328, 5551, 15042, 4724, 28543, 2288, 8592, 5551, 39648, 16070, 43761, 41850, 12174, 45865, 44381, 39894, 35571, 1211, 8592, 2423, 26890, 3215, 6156, 1863, 15040, 5016, 19913, 14739, 3224, 16070, 43761, 9673, 1863, 47283, 6055, 3555, 3615, 8315, 12602, 47302, 5016, 24976, 26890, 3215, 20449, 8315, 47395, 23032, 21292, 3615, 1829, 41850, 37893, 8032, 28543, 2288, 5551, 2655, 4117, 33911, 20449, 40294, 11933, 15730, 25961, 41850, 4724, 39648, 41850, 4724, 28543, 2288, 8592, 5551, 3615, 1829, 8592, 4032, 4724, 28543, 2288, 8592, 5551, 43500, 3555, 5551, 2304, 13063, 1829, 4724, 28543, 2288, 8592], "avg_logprob": -0.14736960431654678, "compression_ratio": 1.8654545454545455, "no_speech_prob": 1.1920928955078125e-06, "words": [{"start": 413.7, "end": 414.34, "word": "reproduce", "probability": 0.6392415364583334}, {"start": 414.34, "end": 414.46, "word": " اللي", "probability": 0.671875}, {"start": 414.46, "end": 414.64, "word": " هي", "probability": 0.9248046875}, {"start": 414.64, "end": 415.1, "word": " إعادة", "probability": 0.971923828125}, {"start": 415.1, "end": 415.68, "word": " الإنتاج", "probability": 0.9781901041666666}, {"start": 415.68, "end": 416.06, "word": " اللي", "probability": 0.82177734375}, {"start": 416.06, "end": 416.22, "word": " هو", "probability": 0.90283203125}, {"start": 416.22, "end": 417.0, "word": " يطلع", "probability": 0.9127197265625}, {"start": 417.0, "end": 417.2, "word": " لنا", "probability": 0.869140625}, {"start": 417.2, "end": 417.4, "word": " جيل", "probability": 0.960693359375}, {"start": 417.4, "end": 417.96, "word": " جديد", "probability": 0.9939778645833334}, {"start": 417.96, "end": 418.46, "word": " in", "probability": 0.53857421875}, {"start": 418.46, "end": 418.94, "word": " specific", "probability": 0.5576171875}, {"start": 418.94, "end": 419.7, "word": " environment", "probability": 0.94287109375}, {"start": 419.7, "end": 420.22, "word": " ومهم", "probability": 0.9130859375}, {"start": 420.22, "end": 420.48, "word": " جدا", "probability": 0.969970703125}, {"start": 420.48, "end": 420.62, "word": " أن", "probability": 0.59228515625}, {"start": 420.62, "end": 420.88, "word": " نكون", "probability": 0.881591796875}, {"start": 420.88, "end": 421.1, "word": " في", "probability": 0.96337890625}, {"start": 421.1, "end": 422.24, "word": " environment", "probability": 0.91748046875}, {"start": 422.24, "end": 422.98, "word": " حاليا", "probability": 0.9435221354166666}, {"start": 422.98, "end": 423.44, "word": " موجود", "probability": 0.9812825520833334}, {"start": 423.44, "end": 423.76, "word": " أما", "probability": 0.852783203125}, {"start": 423.76, "end": 424.16, "word": " بقدرش", "probability": 0.9224853515625}, {"start": 424.16, "end": 424.32, "word": " أقول", "probability": 0.955078125}, {"start": 424.32, "end": 424.54, "word": " والله", "probability": 0.76708984375}, {"start": 424.54, "end": 424.74, "word": " أنا", "probability": 0.88427734375}, {"start": 424.74, "end": 425.0, "word": " قوي", "probability": 0.934814453125}, {"start": 425.0, "end": 425.22, "word": " لكن", "probability": 0.970703125}, {"start": 425.22, "end": 425.84, "word": " بتحملش", "probability": 0.873291015625}, {"start": 425.84, "end": 426.44, "word": " البرد", "probability": 0.8059895833333334}, {"start": 426.44, "end": 428.02, "word": " فنلاحظ", "probability": 0.9658203125}, {"start": 428.02, "end": 428.3, "word": " أنه", "probability": 0.763427734375}, {"start": 428.3, "end": 428.66, "word": " والله", "probability": 0.8701171875}, {"start": 428.66, "end": 429.84, "word": " المناخ", "probability": 0.8836263020833334}, {"start": 429.84, "end": 430.62, "word": " تبعنا", "probability": 0.9066162109375}, {"start": 430.62, "end": 431.0, "word": " رايح", "probability": 0.9041341145833334}, {"start": 431.0, "end": 431.52, "word": " للبرد", "probability": 0.9456380208333334}, {"start": 431.52, "end": 432.1, "word": " معناته", "probability": 0.94189453125}, {"start": 432.1, "end": 432.4, "word": " طبيعي", "probability": 0.9642333984375}, {"start": 432.4, "end": 432.52, "word": " أنا", "probability": 0.7548828125}, {"start": 432.52, "end": 432.64, "word": " مش", "probability": 0.9755859375}, {"start": 432.64, "end": 432.86, "word": " هقدر", "probability": 0.9524739583333334}, {"start": 432.86, "end": 433.22, "word": " أتكيف", "probability": 0.8468017578125}, {"start": 433.22, "end": 433.54, "word": " معاه", "probability": 0.837890625}, {"start": 433.54, "end": 433.84, "word": " إذا", "probability": 0.85546875}, {"start": 433.84, "end": 434.0, "word": " كان", "probability": 0.7373046875}, {"start": 434.0, "end": 434.08, "word": " أنا", "probability": 0.372314453125}, {"start": 434.08, "end": 434.28, "word": " بقول", "probability": 0.95361328125}, {"start": 434.28, "end": 434.42, "word": " أنا", "probability": 0.5244140625}, {"start": 434.42, "end": 434.8, "word": " بقدرش", "probability": 0.9439697265625}, {"start": 434.8, "end": 435.0, "word": " أعيش", "probability": 0.980224609375}, {"start": 435.0, "end": 435.06, "word": " و", "probability": 0.467041015625}, {"start": 435.06, "end": 435.38, "word": " بقدرش", "probability": 0.8780517578125}, {"start": 435.38, "end": 435.9, "word": " أرتب", "probability": 0.8037109375}, {"start": 435.9, "end": 436.18, "word": " أموري", "probability": 0.986328125}, {"start": 436.18, "end": 436.46, "word": " بقدرش", "probability": 0.912353515625}], "temperature": 1.0}, {"id": 20, "seek": 46219, "start": 436.69, "end": 462.19, "text": "فطبيعي جدا يصير فيه حاجة اسمها evolutionary fitness ال fitness هذه اللي هيقى التطورية جدش أنا قادر على التطور فهذه بدها قياس الحقيقة و علم كبير يمكن مش مجالي ولكن احنا بدنا ناخد منه ما يخص انه كيف نطوعه لشكل رياضي يحللنا مسائل لا اكثر ولا اقل فبقدر اسميه expert system فبدناش كتير للحقيقة نغوص في تفاصيل", "tokens": [5172, 9566, 21292, 3615, 1829, 10874, 28259, 7251, 9381, 13546, 8978, 3224, 11331, 26108, 3660, 24525, 2304, 11296, 27567, 15303, 2423, 15303, 29538, 13672, 1829, 39896, 4587, 7578, 16712, 9566, 13063, 10632, 10874, 3215, 8592, 41850, 12174, 18513, 2288, 15844, 16712, 9566, 13063, 6156, 3224, 24192, 47525, 11296, 12174, 25528, 3794, 21542, 38436, 28671, 4032, 11203, 2304, 9122, 3555, 13546, 7251, 43020, 37893, 3714, 7435, 6027, 1829, 35525, 19452, 1975, 5016, 8315, 47525, 8315, 8717, 47283, 3215, 9154, 3224, 19446, 7251, 9778, 9381, 16472, 3224, 9122, 33911, 8717, 9566, 45367, 3224, 5296, 8592, 28820, 12602, 1829, 46958, 1829, 7251, 5016, 1211, 1211, 8315, 47524, 16373, 1211, 20193, 1975, 4117, 49115, 49429, 1975, 4587, 1211, 6156, 3555, 28543, 2288, 24525, 2304, 1829, 3224, 5844, 1185, 6156, 44510, 8315, 8592, 9122, 2655, 13546, 24976, 5016, 38436, 28671, 8717, 17082, 2407, 9381, 8978, 6055, 5172, 33546, 26895], "avg_logprob": -0.15053879968051254, "compression_ratio": 1.7534246575342465, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 436.69, "end": 437.65, "word": "فطبيعي", "probability": 0.91796875}, {"start": 437.65, "end": 437.89, "word": " جدا", "probability": 0.979248046875}, {"start": 437.89, "end": 438.19, "word": " يصير", "probability": 0.7718098958333334}, {"start": 438.19, "end": 438.35, "word": " فيه", "probability": 0.6376953125}, {"start": 438.35, "end": 438.49, "word": " حاجة", "probability": 0.9778645833333334}, {"start": 438.49, "end": 438.83, "word": " اسمها", "probability": 0.9641927083333334}, {"start": 438.83, "end": 439.51, "word": " evolutionary", "probability": 0.47998046875}, {"start": 439.51, "end": 440.87, "word": " fitness", "probability": 0.9013671875}, {"start": 440.87, "end": 441.25, "word": " ال", "probability": 0.459716796875}, {"start": 441.25, "end": 441.57, "word": " fitness", "probability": 0.8818359375}, {"start": 441.57, "end": 441.79, "word": " هذه", "probability": 0.62841796875}, {"start": 441.79, "end": 441.95, "word": " اللي", "probability": 0.8935546875}, {"start": 441.95, "end": 442.41, "word": " هيقى", "probability": 0.6025797526041666}, {"start": 442.41, "end": 443.65, "word": " التطورية", "probability": 0.8741455078125}, {"start": 443.65, "end": 444.17, "word": " جدش", "probability": 0.626708984375}, {"start": 444.17, "end": 444.33, "word": " أنا", "probability": 0.662109375}, {"start": 444.33, "end": 444.87, "word": " قادر", "probability": 0.9856770833333334}, {"start": 444.87, "end": 445.03, "word": " على", "probability": 0.92724609375}, {"start": 445.03, "end": 445.57, "word": " التطور", "probability": 0.99072265625}, {"start": 445.57, "end": 446.29, "word": " فهذه", "probability": 0.86181640625}, {"start": 446.29, "end": 446.53, "word": " بدها", "probability": 0.832275390625}, {"start": 446.53, "end": 446.93, "word": " قياس", "probability": 0.9684244791666666}, {"start": 446.93, "end": 447.71, "word": " الحقيقة", "probability": 0.9288736979166666}, {"start": 447.71, "end": 448.03, "word": " و", "probability": 0.87890625}, {"start": 448.03, "end": 448.31, "word": " علم", "probability": 0.7320556640625}, {"start": 448.31, "end": 448.83, "word": " كبير", "probability": 0.95166015625}, {"start": 448.83, "end": 449.03, "word": " يمكن", "probability": 0.6968994140625}, {"start": 449.03, "end": 449.21, "word": " مش", "probability": 0.85986328125}, {"start": 449.21, "end": 449.71, "word": " مجالي", "probability": 0.9791259765625}, {"start": 449.71, "end": 450.93, "word": " ولكن", "probability": 0.78857421875}, {"start": 450.93, "end": 451.13, "word": " احنا", "probability": 0.8955078125}, {"start": 451.13, "end": 451.35, "word": " بدنا", "probability": 0.958740234375}, {"start": 451.35, "end": 451.71, "word": " ناخد", "probability": 0.9954427083333334}, {"start": 451.71, "end": 452.11, "word": " منه", "probability": 0.987548828125}, {"start": 452.11, "end": 452.59, "word": " ما", "probability": 0.9052734375}, {"start": 452.59, "end": 453.11, "word": " يخص", "probability": 0.98486328125}, {"start": 453.11, "end": 453.63, "word": " انه", "probability": 0.7294921875}, {"start": 453.63, "end": 453.79, "word": " كيف", "probability": 0.974853515625}, {"start": 453.79, "end": 454.45, "word": " نطوعه", "probability": 0.7960205078125}, {"start": 454.45, "end": 455.21, "word": " لشكل", "probability": 0.9615885416666666}, {"start": 455.21, "end": 455.85, "word": " رياضي", "probability": 0.9798583984375}, {"start": 455.85, "end": 456.53, "word": " يحللنا", "probability": 0.9888671875}, {"start": 456.53, "end": 456.95, "word": " مسائل", "probability": 0.9217122395833334}, {"start": 456.95, "end": 457.09, "word": " لا", "probability": 0.77685546875}, {"start": 457.09, "end": 457.31, "word": " اكثر", "probability": 0.8273111979166666}, {"start": 457.31, "end": 457.45, "word": " ولا", "probability": 0.93310546875}, {"start": 457.45, "end": 457.77, "word": " اقل", "probability": 0.951171875}, {"start": 457.77, "end": 458.39, "word": " فبقدر", "probability": 0.939453125}, {"start": 458.39, "end": 458.77, "word": " اسميه", "probability": 0.8443603515625}, {"start": 458.77, "end": 458.97, "word": " expert", "probability": 0.888671875}, {"start": 458.97, "end": 459.41, "word": " system", "probability": 0.9677734375}, {"start": 459.41, "end": 460.45, "word": " فبدناش", "probability": 0.765380859375}, {"start": 460.45, "end": 460.73, "word": " كتير", "probability": 0.9308268229166666}, {"start": 460.73, "end": 461.15, "word": " للحقيقة", "probability": 0.8819580078125}, {"start": 461.15, "end": 461.51, "word": " نغوص", "probability": 0.9139404296875}, {"start": 461.51, "end": 461.61, "word": " في", "probability": 0.9384765625}, {"start": 461.61, "end": 462.19, "word": " تفاصيل", "probability": 0.98876953125}], "temperature": 1.0}, {"id": 21, "seek": 48871, "start": 462.49, "end": 488.71, "text": "ال .. ال .. ال fitness بقدر ما هو ان والله هذه objective function ال fitness معناته انا بدي اقيس ايش هو اللياقة اللي مقصود فيها هل اللياقة القوة؟ هل اللياقة الذكاء؟ هل اللياقة التكييف؟ ايش بالظبط كلمة fitness هذه؟ فاحنا هناخدها عسى ان هي ال objective function مش اكتر من هيك ال function اللي انا بدي .. بديها افضل ما يمكن واحنا عارفين ان احنا ال expert systems", "tokens": [6027, 4386, 2423, 4386, 2423, 15303, 4724, 28543, 2288, 19446, 31439, 16472, 16070, 43761, 29538, 10024, 2445, 2423, 15303, 20449, 8315, 47395, 1975, 8315, 4724, 16254, 1975, 38436, 3794, 1975, 1829, 8592, 31439, 13672, 1829, 995, 28671, 13672, 1829, 3714, 4587, 9381, 23328, 8978, 11296, 8032, 1211, 13672, 25528, 28671, 25062, 2407, 3660, 22807, 8032, 1211, 13672, 25528, 28671, 32545, 4117, 16606, 22807, 8032, 1211, 13672, 25528, 28671, 16712, 4117, 1829, 33911, 22807, 1975, 1829, 8592, 20666, 19913, 3555, 9566, 9122, 19528, 3660, 15303, 29538, 22807, 6156, 39319, 8315, 8032, 1863, 47283, 3215, 11296, 6225, 3794, 7578, 16472, 39896, 2423, 10024, 2445, 37893, 1975, 4117, 2655, 2288, 9154, 39896, 4117, 2423, 2445, 13672, 1829, 1975, 8315, 4724, 16254, 4386, 4724, 16254, 11296, 1975, 5172, 11242, 1211, 19446, 7251, 43020, 36764, 5016, 8315, 6225, 9640, 5172, 9957, 16472, 1975, 5016, 8315, 2423, 5844, 3652], "avg_logprob": -0.16145833985259136, "compression_ratio": 2.0727272727272728, "no_speech_prob": 8.344650268554688e-07, "words": [{"start": 462.49, "end": 463.35, "word": "ال", "probability": 0.85498046875}, {"start": 463.35, "end": 463.35, "word": " ..", "probability": 0.2159423828125}, {"start": 463.35, "end": 464.09, "word": " ال", "probability": 0.80224609375}, {"start": 464.09, "end": 464.09, "word": " ..", "probability": 0.873046875}, {"start": 464.09, "end": 464.27, "word": " ال", "probability": 0.95263671875}, {"start": 464.27, "end": 464.61, "word": " fitness", "probability": 0.78564453125}, {"start": 464.61, "end": 465.63, "word": " بقدر", "probability": 0.9593098958333334}, {"start": 465.63, "end": 465.75, "word": " ما", "probability": 0.96435546875}, {"start": 465.75, "end": 466.13, "word": " هو", "probability": 0.99658203125}, {"start": 466.13, "end": 466.59, "word": " ان", "probability": 0.62255859375}, {"start": 466.59, "end": 466.91, "word": " والله", "probability": 0.6583251953125}, {"start": 466.91, "end": 467.07, "word": " هذه", "probability": 0.2318115234375}, {"start": 467.07, "end": 467.43, "word": " objective", "probability": 0.84228515625}, {"start": 467.43, "end": 467.89, "word": " function", "probability": 0.9658203125}, {"start": 467.89, "end": 468.41, "word": " ال", "probability": 0.54443359375}, {"start": 468.41, "end": 468.79, "word": " fitness", "probability": 0.9814453125}, {"start": 468.79, "end": 469.19, "word": " معناته", "probability": 0.943359375}, {"start": 469.19, "end": 469.33, "word": " انا", "probability": 0.79736328125}, {"start": 469.33, "end": 469.57, "word": " بدي", "probability": 0.831298828125}, {"start": 469.57, "end": 469.95, "word": " اقيس", "probability": 0.8357747395833334}, {"start": 469.95, "end": 470.35, "word": " ايش", "probability": 0.9314778645833334}, {"start": 470.35, "end": 470.65, "word": " هو", "probability": 0.91162109375}, {"start": 470.65, "end": 471.05, "word": " اللياقة", "probability": 0.73590087890625}, {"start": 471.05, "end": 471.17, "word": " اللي", "probability": 0.941650390625}, {"start": 471.17, "end": 471.51, "word": " مقصود", "probability": 0.9415283203125}, {"start": 471.51, "end": 471.83, "word": " فيها", "probability": 0.980224609375}, {"start": 471.83, "end": 472.51, "word": " هل", "probability": 0.752685546875}, {"start": 472.51, "end": 472.87, "word": " اللياقة", "probability": 0.8943684895833334}, {"start": 472.87, "end": 473.77, "word": " القوة؟", "probability": 0.870361328125}, {"start": 473.77, "end": 473.95, "word": " هل", "probability": 0.93017578125}, {"start": 473.95, "end": 474.29, "word": " اللياقة", "probability": 0.9723307291666666}, {"start": 474.29, "end": 475.09, "word": " الذكاء؟", "probability": 0.987060546875}, {"start": 475.09, "end": 475.27, "word": " هل", "probability": 0.9814453125}, {"start": 475.27, "end": 475.73, "word": " اللياقة", "probability": 0.9736328125}, {"start": 475.73, "end": 478.13, "word": " التكييف؟", "probability": 0.767431640625}, {"start": 478.13, "end": 478.29, "word": " ايش", "probability": 0.9129231770833334}, {"start": 478.29, "end": 478.69, "word": " بالظبط", "probability": 0.976806640625}, {"start": 478.69, "end": 479.07, "word": " كلمة", "probability": 0.99072265625}, {"start": 479.07, "end": 479.55, "word": " fitness", "probability": 0.955078125}, {"start": 479.55, "end": 480.21, "word": " هذه؟", "probability": 0.75732421875}, {"start": 480.21, "end": 480.61, "word": " فاحنا", "probability": 0.9715169270833334}, {"start": 480.61, "end": 481.27, "word": " هناخدها", "probability": 0.889453125}, {"start": 481.27, "end": 481.69, "word": " عسى", "probability": 0.5320638020833334}, {"start": 481.69, "end": 481.79, "word": " ان", "probability": 0.8310546875}, {"start": 481.79, "end": 481.87, "word": " هي", "probability": 0.77587890625}, {"start": 481.87, "end": 481.95, "word": " ال", "probability": 0.65234375}, {"start": 481.95, "end": 482.27, "word": " objective", "probability": 0.7724609375}, {"start": 482.27, "end": 482.77, "word": " function", "probability": 0.9775390625}, {"start": 482.77, "end": 483.01, "word": " مش", "probability": 0.9375}, {"start": 483.01, "end": 483.29, "word": " اكتر", "probability": 0.92724609375}, {"start": 483.29, "end": 483.45, "word": " من", "probability": 0.99609375}, {"start": 483.45, "end": 483.69, "word": " هيك", "probability": 0.955810546875}, {"start": 483.69, "end": 483.99, "word": " ال", "probability": 0.8466796875}, {"start": 483.99, "end": 484.45, "word": " function", "probability": 0.97998046875}, {"start": 484.45, "end": 484.61, "word": " اللي", "probability": 0.98388671875}, {"start": 484.61, "end": 484.75, "word": " انا", "probability": 0.91357421875}, {"start": 484.75, "end": 485.03, "word": " بدي", "probability": 0.879150390625}, {"start": 485.03, "end": 485.35, "word": " ..", "probability": 0.65966796875}, {"start": 485.35, "end": 485.77, "word": " بديها", "probability": 0.9314778645833334}, {"start": 485.77, "end": 486.13, "word": " افضل", "probability": 0.9755859375}, {"start": 486.13, "end": 486.23, "word": " ما", "probability": 0.94580078125}, {"start": 486.23, "end": 486.57, "word": " يمكن", "probability": 0.81591796875}, {"start": 486.57, "end": 487.05, "word": " واحنا", "probability": 0.7947591145833334}, {"start": 487.05, "end": 487.37, "word": " عارفين", "probability": 0.9903564453125}, {"start": 487.37, "end": 487.49, "word": " ان", "probability": 0.78466796875}, {"start": 487.49, "end": 487.69, "word": " احنا", "probability": 0.9518229166666666}, {"start": 487.69, "end": 487.79, "word": " ال", "probability": 0.93505859375}, {"start": 487.79, "end": 488.11, "word": " expert", "probability": 0.69091796875}, {"start": 488.11, "end": 488.71, "word": " systems", "probability": 0.9189453125}], "temperature": 1.0}, {"id": 22, "seek": 49603, "start": 489.05, "end": 496.03, "text": "بشكل أساسي الهدف منها أني أحصل على ال optimal solution بكون عندي مشكلة فيها حلول", "tokens": [3555, 8592, 28820, 5551, 3794, 32277, 1829, 2423, 3224, 3215, 5172, 9154, 11296, 14739, 1829, 5551, 5016, 36520, 15844, 2423, 16252, 3827, 4724, 30544, 18871, 16254, 37893, 28820, 3660, 8978, 11296, 11331, 1211, 12610], "avg_logprob": -0.16841518538338798, "compression_ratio": 1.201834862385321, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 489.05, "end": 489.43, "word": "بشكل", "probability": 0.93017578125}, {"start": 489.43, "end": 489.97, "word": " أساسي", "probability": 0.9613037109375}, {"start": 489.97, "end": 490.49, "word": " الهدف", "probability": 0.9595947265625}, {"start": 490.49, "end": 490.75, "word": " منها", "probability": 0.976318359375}, {"start": 490.75, "end": 491.09, "word": " أني", "probability": 0.5546875}, {"start": 491.09, "end": 491.55, "word": " أحصل", "probability": 0.9226888020833334}, {"start": 491.55, "end": 491.73, "word": " على", "probability": 0.88525390625}, {"start": 491.73, "end": 491.83, "word": " ال", "probability": 0.84326171875}, {"start": 491.83, "end": 492.11, "word": " optimal", "probability": 0.37548828125}, {"start": 492.11, "end": 492.71, "word": " solution", "probability": 0.96826171875}, {"start": 492.71, "end": 493.79, "word": " بكون", "probability": 0.6697998046875}, {"start": 493.79, "end": 493.99, "word": " عندي", "probability": 0.643310546875}, {"start": 493.99, "end": 494.49, "word": " مشكلة", "probability": 0.98583984375}, {"start": 494.49, "end": 495.25, "word": " فيها", "probability": 0.960205078125}, {"start": 495.25, "end": 496.03, "word": " حلول", "probability": 0.9923502604166666}], "temperature": 1.0}, {"id": 23, "seek": 52535, "start": 496.95, "end": 525.35, "text": "بدي أحصل على الأفضل فهذه هي ال fitness كيف ممكن أعرف ال optimality هذه كمعادلة بسميها fitness بكل بساطة فقط لا أكثر ولا أقل فال fitness بقدر اسميها quantitative measure ل ال ability to predict environmental change فإذا هي فعليا قياس كم لقدرة على توقع التغيرات البيئية أو التوقع المحيط البيئة المحيطة", "tokens": [3555, 16254, 5551, 5016, 36520, 15844, 16247, 5172, 11242, 1211, 6156, 3224, 24192, 39896, 2423, 15303, 9122, 33911, 3714, 43020, 5551, 3615, 28480, 2423, 5028, 1860, 29538, 9122, 2304, 3615, 18513, 37977, 4724, 38251, 1829, 11296, 15303, 4724, 28820, 4724, 3794, 41193, 3660, 6156, 47432, 20193, 5551, 4117, 49115, 49429, 5551, 4587, 1211, 6156, 6027, 15303, 4724, 28543, 2288, 24525, 2304, 1829, 11296, 27778, 3481, 5296, 2423, 3485, 281, 6069, 8303, 1319, 6156, 28814, 15730, 39896, 6156, 3615, 20292, 995, 12174, 25528, 3794, 9122, 2304, 5296, 28543, 25720, 15844, 6055, 30543, 3615, 16712, 17082, 13546, 9307, 2423, 21292, 19986, 10632, 34051, 16712, 30543, 3615, 9673, 5016, 1829, 9566, 2423, 21292, 19986, 3660, 9673, 5016, 1829, 9566, 3660], "avg_logprob": -0.11890890045186221, "compression_ratio": 1.6618705035971224, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 496.95, "end": 497.31, "word": "بدي", "probability": 0.6453857421875}, {"start": 497.31, "end": 497.61, "word": " أحصل", "probability": 0.8694661458333334}, {"start": 497.61, "end": 497.73, "word": " على", "probability": 0.90478515625}, {"start": 497.73, "end": 498.09, "word": " الأفضل", "probability": 0.9925537109375}, {"start": 498.09, "end": 499.21, "word": " فهذه", "probability": 0.7215169270833334}, {"start": 499.21, "end": 499.49, "word": " هي", "probability": 0.79248046875}, {"start": 499.49, "end": 499.85, "word": " ال", "probability": 0.88232421875}, {"start": 499.85, "end": 500.21, "word": " fitness", "probability": 0.81689453125}, {"start": 500.21, "end": 500.45, "word": " كيف", "probability": 0.89892578125}, {"start": 500.45, "end": 500.73, "word": " ممكن", "probability": 0.986328125}, {"start": 500.73, "end": 501.37, "word": " أعرف", "probability": 0.8776041666666666}, {"start": 501.37, "end": 501.81, "word": " ال", "probability": 0.96337890625}, {"start": 501.81, "end": 502.45, "word": " optimality", "probability": 0.790771484375}, {"start": 502.45, "end": 502.73, "word": " هذه", "probability": 0.62255859375}, {"start": 502.73, "end": 503.47, "word": " كمعادلة", "probability": 0.97119140625}, {"start": 503.47, "end": 504.07, "word": " بسميها", "probability": 0.9146728515625}, {"start": 504.07, "end": 504.43, "word": " fitness", "probability": 0.91162109375}, {"start": 504.43, "end": 504.77, "word": " بكل", "probability": 0.970703125}, {"start": 504.77, "end": 505.45, "word": " بساطة", "probability": 0.9937744140625}, {"start": 505.45, "end": 505.93, "word": " فقط", "probability": 0.96240234375}, {"start": 505.93, "end": 506.03, "word": " لا", "probability": 0.6015625}, {"start": 506.03, "end": 506.27, "word": " أكثر", "probability": 0.9451497395833334}, {"start": 506.27, "end": 506.41, "word": " ولا", "probability": 0.9267578125}, {"start": 506.41, "end": 506.69, "word": " أقل", "probability": 0.9910481770833334}, {"start": 506.69, "end": 507.11, "word": " فال", "probability": 0.946044921875}, {"start": 507.11, "end": 507.37, "word": " fitness", "probability": 0.95849609375}, {"start": 507.37, "end": 507.69, "word": " بقدر", "probability": 0.9812825520833334}, {"start": 507.69, "end": 507.99, "word": " اسميها", "probability": 0.8563232421875}, {"start": 507.99, "end": 508.45, "word": " quantitative", "probability": 0.93701171875}, {"start": 508.45, "end": 509.53, "word": " measure", "probability": 0.89453125}, {"start": 509.53, "end": 510.17, "word": " ل", "probability": 0.6640625}, {"start": 510.17, "end": 510.35, "word": " ال", "probability": 0.6142578125}, {"start": 510.35, "end": 510.75, "word": " ability", "probability": 0.83349609375}, {"start": 510.75, "end": 511.09, "word": " to", "probability": 0.97705078125}, {"start": 511.09, "end": 512.23, "word": " predict", "probability": 0.90625}, {"start": 512.23, "end": 513.01, "word": " environmental", "probability": 0.716796875}, {"start": 513.01, "end": 513.97, "word": " change", "probability": 0.791015625}, {"start": 513.97, "end": 514.79, "word": " فإذا", "probability": 0.83837890625}, {"start": 514.79, "end": 515.23, "word": " هي", "probability": 0.88818359375}, {"start": 515.23, "end": 515.85, "word": " فعليا", "probability": 0.91064453125}, {"start": 515.85, "end": 516.83, "word": " قياس", "probability": 0.9773763020833334}, {"start": 516.83, "end": 517.43, "word": " كم", "probability": 0.92333984375}, {"start": 517.43, "end": 519.47, "word": " لقدرة", "probability": 0.7779134114583334}, {"start": 519.47, "end": 519.77, "word": " على", "probability": 0.9248046875}, {"start": 519.77, "end": 520.79, "word": " توقع", "probability": 0.9728190104166666}, {"start": 520.79, "end": 521.81, "word": " التغيرات", "probability": 0.9593505859375}, {"start": 521.81, "end": 522.33, "word": " البيئية", "probability": 0.9508056640625}, {"start": 522.33, "end": 522.57, "word": " أو", "probability": 0.7373046875}, {"start": 522.57, "end": 523.21, "word": " التوقع", "probability": 0.8538411458333334}, {"start": 523.21, "end": 524.07, "word": " المحيط", "probability": 0.989990234375}, {"start": 524.07, "end": 524.77, "word": " البيئة", "probability": 0.8463134765625}, {"start": 524.77, "end": 525.35, "word": " المحيطة", "probability": 0.9970703125}], "temperature": 1.0}, {"id": 24, "seek": 54137, "start": 526.01, "end": 541.37, "text": "و اللي بيخليني اكون adequately او respond adequately بشكل مناسب اتكيف بشكل مناسب معاها بيمكننا نكون متكيفين بشكل مناسب وهذه الحقيقة اللي هي طبيعة الحياة وهذه فعلا هي طبيعة الحياة", "tokens": [2407, 13672, 1829, 4724, 1829, 9778, 1211, 9957, 1829, 1975, 30544, 41822, 1975, 2407, 4196, 41822, 4724, 8592, 28820, 3714, 8315, 35457, 1975, 2655, 4117, 33911, 4724, 8592, 28820, 3714, 8315, 35457, 20449, 995, 11296, 4724, 1829, 43020, 8315, 8717, 30544, 44650, 4117, 33911, 9957, 4724, 8592, 28820, 3714, 8315, 35457, 37037, 24192, 21542, 38436, 28671, 13672, 1829, 39896, 23032, 21292, 27884, 21542, 25528, 3660, 37037, 24192, 6156, 3615, 15040, 39896, 23032, 21292, 27884, 21542, 25528, 3660], "avg_logprob": -0.1381209869033251, "compression_ratio": 1.910828025477707, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 526.01, "end": 526.31, "word": "و", "probability": 0.6220703125}, {"start": 526.31, "end": 526.53, "word": " اللي", "probability": 0.65966796875}, {"start": 526.53, "end": 527.41, "word": " بيخليني", "probability": 0.8606770833333334}, {"start": 527.41, "end": 528.11, "word": " اكون", "probability": 0.494384765625}, {"start": 528.11, "end": 528.71, "word": " adequately", "probability": 0.8681640625}, {"start": 528.71, "end": 529.75, "word": " او", "probability": 0.7447509765625}, {"start": 529.75, "end": 530.49, "word": " respond", "probability": 0.888671875}, {"start": 530.49, "end": 531.17, "word": " adequately", "probability": 0.92431640625}, {"start": 531.17, "end": 531.79, "word": " بشكل", "probability": 0.9373372395833334}, {"start": 531.79, "end": 532.17, "word": " مناسب", "probability": 0.94384765625}, {"start": 532.17, "end": 532.71, "word": " اتكيف", "probability": 0.8275146484375}, {"start": 532.71, "end": 533.19, "word": " بشكل", "probability": 0.9861653645833334}, {"start": 533.19, "end": 533.97, "word": " مناسب", "probability": 0.9479166666666666}, {"start": 533.97, "end": 534.39, "word": " معاها", "probability": 0.9016927083333334}, {"start": 534.39, "end": 535.53, "word": " بيمكننا", "probability": 0.785400390625}, {"start": 535.53, "end": 535.81, "word": " نكون", "probability": 0.788818359375}, {"start": 535.81, "end": 536.29, "word": " متكيفين", "probability": 0.9754638671875}, {"start": 536.29, "end": 536.55, "word": " بشكل", "probability": 0.9886067708333334}, {"start": 536.55, "end": 536.81, "word": " مناسب", "probability": 0.9280598958333334}, {"start": 536.81, "end": 537.07, "word": " وهذه", "probability": 0.627197265625}, {"start": 537.07, "end": 537.43, "word": " الحقيقة", "probability": 0.9820963541666666}, {"start": 537.43, "end": 537.55, "word": " اللي", "probability": 0.90185546875}, {"start": 537.55, "end": 537.85, "word": " هي", "probability": 0.9091796875}, {"start": 537.85, "end": 538.93, "word": " طبيعة", "probability": 0.96337890625}, {"start": 538.93, "end": 539.67, "word": " الحياة", "probability": 0.9969075520833334}, {"start": 539.67, "end": 540.09, "word": " وهذه", "probability": 0.883544921875}, {"start": 540.09, "end": 540.49, "word": " فعلا", "probability": 0.908203125}, {"start": 540.49, "end": 540.63, "word": " هي", "probability": 0.90234375}, {"start": 540.63, "end": 541.01, "word": " طبيعة", "probability": 0.9763997395833334}, {"start": 541.01, "end": 541.37, "word": " الحياة", "probability": 0.9949544270833334}], "temperature": 1.0}, {"id": 25, "seek": 56169, "start": 541.87, "end": 561.69, "text": "إن أنا أقدر أتكيف هذا الكلام ممكن نشوف له أمثلة كتير الأمثلة الكتير هذه لو افترضنا إن ال population تبعتنا هي ال rabbits أو الأرانب فهنجد إن بعض الأرانب faster than others أو أسرع من غيرها مدام هي أسرع من غيرها فالقانون بيقول إن ال fitness بتاعتها أعلى", "tokens": [28814, 1863, 41850, 5551, 28543, 2288, 5551, 2655, 4117, 33911, 23758, 2423, 28820, 10943, 3714, 43020, 8717, 8592, 38688, 46740, 5551, 2304, 12984, 37977, 9122, 2655, 13546, 16247, 2304, 12984, 37977, 33251, 2655, 13546, 29538, 45164, 1975, 5172, 2655, 43042, 8315, 36145, 2423, 4415, 6055, 3555, 34268, 8315, 39896, 2423, 38752, 34051, 16247, 2288, 7649, 3555, 6156, 3224, 1863, 7435, 3215, 36145, 45030, 11242, 16247, 2288, 7649, 3555, 4663, 813, 2357, 34051, 5551, 3794, 2288, 3615, 9154, 32771, 13546, 11296, 3714, 3215, 10943, 39896, 5551, 3794, 2288, 3615, 9154, 32771, 13546, 11296, 6156, 6027, 4587, 7649, 11536, 4724, 1829, 39648, 36145, 2423, 15303, 39894, 995, 34268, 11296, 5551, 3615, 23942], "avg_logprob": -0.09881756931274861, "compression_ratio": 1.7669491525423728, "no_speech_prob": 2.8073787689208984e-05, "words": [{"start": 541.87, "end": 542.13, "word": "إن", "probability": 0.6962890625}, {"start": 542.13, "end": 542.37, "word": " أنا", "probability": 0.54541015625}, {"start": 542.37, "end": 542.77, "word": " أقدر", "probability": 0.9417317708333334}, {"start": 542.77, "end": 543.37, "word": " أتكيف", "probability": 0.900146484375}, {"start": 543.37, "end": 543.95, "word": " هذا", "probability": 0.58349609375}, {"start": 543.95, "end": 544.63, "word": " الكلام", "probability": 0.9734700520833334}, {"start": 544.63, "end": 545.41, "word": " ممكن", "probability": 0.985595703125}, {"start": 545.41, "end": 546.21, "word": " نشوف", "probability": 0.9353841145833334}, {"start": 546.21, "end": 546.31, "word": " له", "probability": 0.587890625}, {"start": 546.31, "end": 546.61, "word": " أمثلة", "probability": 0.9715576171875}, {"start": 546.61, "end": 546.99, "word": " كتير", "probability": 0.9767252604166666}, {"start": 546.99, "end": 547.79, "word": " الأمثلة", "probability": 0.9527587890625}, {"start": 547.79, "end": 548.11, "word": " الكتير", "probability": 0.8748372395833334}, {"start": 548.11, "end": 548.35, "word": " هذه", "probability": 0.5654296875}, {"start": 548.35, "end": 548.59, "word": " لو", "probability": 0.75439453125}, {"start": 548.59, "end": 549.07, "word": " افترضنا", "probability": 0.9712890625}, {"start": 549.07, "end": 549.19, "word": " إن", "probability": 0.60400390625}, {"start": 549.19, "end": 549.29, "word": " ال", "probability": 0.92236328125}, {"start": 549.29, "end": 549.73, "word": " population", "probability": 0.98193359375}, {"start": 549.73, "end": 550.39, "word": " تبعتنا", "probability": 0.9720458984375}, {"start": 550.39, "end": 550.75, "word": " هي", "probability": 0.8779296875}, {"start": 550.75, "end": 550.89, "word": " ال", "probability": 0.958984375}, {"start": 550.89, "end": 551.17, "word": " rabbits", "probability": 0.94482421875}, {"start": 551.17, "end": 551.39, "word": " أو", "probability": 0.8427734375}, {"start": 551.39, "end": 552.01, "word": " الأرانب", "probability": 0.9620361328125}, {"start": 552.01, "end": 552.75, "word": " فهنجد", "probability": 0.892578125}, {"start": 552.75, "end": 552.91, "word": " إن", "probability": 0.69482421875}, {"start": 552.91, "end": 553.27, "word": " بعض", "probability": 0.96044921875}, {"start": 553.27, "end": 553.87, "word": " الأرانب", "probability": 0.992431640625}, {"start": 553.87, "end": 554.45, "word": " faster", "probability": 0.91796875}, {"start": 554.45, "end": 554.71, "word": " than", "probability": 0.96044921875}, {"start": 554.71, "end": 555.13, "word": " others", "probability": 0.857421875}, {"start": 555.13, "end": 555.71, "word": " أو", "probability": 0.884765625}, {"start": 555.71, "end": 556.19, "word": " أسرع", "probability": 0.992919921875}, {"start": 556.19, "end": 556.35, "word": " من", "probability": 0.99755859375}, {"start": 556.35, "end": 556.77, "word": " غيرها", "probability": 0.9988606770833334}, {"start": 556.77, "end": 557.57, "word": " مدام", "probability": 0.7801106770833334}, {"start": 557.57, "end": 557.69, "word": " هي", "probability": 0.923828125}, {"start": 557.69, "end": 557.99, "word": " أسرع", "probability": 0.9881591796875}, {"start": 557.99, "end": 558.13, "word": " من", "probability": 0.99560546875}, {"start": 558.13, "end": 558.57, "word": " غيرها", "probability": 0.9988606770833334}, {"start": 558.57, "end": 559.51, "word": " فالقانون", "probability": 0.983984375}, {"start": 559.51, "end": 559.89, "word": " بيقول", "probability": 0.9646809895833334}, {"start": 559.89, "end": 560.19, "word": " إن", "probability": 0.79541015625}, {"start": 560.19, "end": 560.65, "word": " ال", "probability": 0.8310546875}, {"start": 560.65, "end": 560.97, "word": " fitness", "probability": 0.96875}, {"start": 560.97, "end": 561.37, "word": " بتاعتها", "probability": 0.82666015625}, {"start": 561.37, "end": 561.69, "word": " أعلى", "probability": 0.9462890625}], "temperature": 1.0}, {"id": 26, "seek": 57863, "start": 562.53, "end": 578.63, "text": "ال fitness تعتقق أعلى ليش؟ لأن السرعة هي العامل المهم للأرنب في البرية، الأرنب في البرية لها أعداء كتير، إذا لم تكن سريعة فمعنى ذلك أنها مش هتعيش أصلا، مش هتكمل، لن تستطيع أن تكمل، فال superior fitness تبعتنا", "tokens": [6027, 15303, 37279, 2655, 4587, 4587, 5551, 3615, 23942, 32239, 8592, 22807, 5296, 33456, 21136, 2288, 27884, 39896, 18863, 10943, 1211, 9673, 16095, 24976, 10721, 2288, 1863, 3555, 8978, 2423, 26890, 10632, 12399, 16247, 2288, 1863, 3555, 8978, 2423, 26890, 10632, 5296, 11296, 5551, 22488, 16606, 9122, 2655, 13546, 12399, 11933, 15730, 32767, 6055, 19452, 8608, 16572, 27884, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 14739, 11296, 37893, 8032, 2655, 3615, 1829, 8592, 5551, 9381, 15040, 12399, 37893, 8032, 2655, 24793, 1211, 12399, 5296, 1863, 6055, 14851, 9566, 40228, 14739, 6055, 24793, 1211, 12399, 6156, 6027, 13028, 15303, 6055, 3555, 34268, 8315], "avg_logprob": -0.19645024069304606, "compression_ratio": 1.7365853658536585, "no_speech_prob": 1.0728836059570312e-06, "words": [{"start": 562.53, "end": 562.73, "word": "ال", "probability": 0.8642578125}, {"start": 562.73, "end": 562.93, "word": " fitness", "probability": 0.269775390625}, {"start": 562.93, "end": 563.31, "word": " تعتقق", "probability": 0.55419921875}, {"start": 563.31, "end": 563.51, "word": " أعلى", "probability": 0.7804361979166666}, {"start": 563.51, "end": 564.11, "word": " ليش؟", "probability": 0.6971842447916666}, {"start": 564.11, "end": 564.51, "word": " لأن", "probability": 0.878662109375}, {"start": 564.51, "end": 565.29, "word": " السرعة", "probability": 0.8113606770833334}, {"start": 565.29, "end": 565.49, "word": " هي", "probability": 0.9677734375}, {"start": 565.49, "end": 565.85, "word": " العامل", "probability": 0.9319661458333334}, {"start": 565.85, "end": 566.27, "word": " المهم", "probability": 0.99609375}, {"start": 566.27, "end": 567.69, "word": " للأرنب", "probability": 0.865625}, {"start": 567.69, "end": 567.83, "word": " في", "probability": 0.9189453125}, {"start": 567.83, "end": 568.79, "word": " البرية،", "probability": 0.6990966796875}, {"start": 568.79, "end": 569.23, "word": " الأرنب", "probability": 0.8795166015625}, {"start": 569.23, "end": 569.35, "word": " في", "probability": 0.990234375}, {"start": 569.35, "end": 569.67, "word": " البرية", "probability": 0.9130859375}, {"start": 569.67, "end": 569.87, "word": " لها", "probability": 0.6549072265625}, {"start": 569.87, "end": 570.13, "word": " أعداء", "probability": 0.9207356770833334}, {"start": 570.13, "end": 570.69, "word": " كتير،", "probability": 0.9444580078125}, {"start": 570.69, "end": 570.87, "word": " إذا", "probability": 0.910400390625}, {"start": 570.87, "end": 570.99, "word": " لم", "probability": 0.96484375}, {"start": 570.99, "end": 571.27, "word": " تكن", "probability": 0.99267578125}, {"start": 571.27, "end": 571.73, "word": " سريعة", "probability": 0.9573567708333334}, {"start": 571.73, "end": 572.31, "word": " فمعنى", "probability": 0.9072265625}, {"start": 572.31, "end": 572.51, "word": " ذلك", "probability": 0.990966796875}, {"start": 572.51, "end": 572.75, "word": " أنها", "probability": 0.51220703125}, {"start": 572.75, "end": 572.91, "word": " مش", "probability": 0.70361328125}, {"start": 572.91, "end": 573.33, "word": " هتعيش", "probability": 0.9876953125}, {"start": 573.33, "end": 573.81, "word": " أصلا،", "probability": 0.915283203125}, {"start": 573.81, "end": 573.93, "word": " مش", "probability": 0.95654296875}, {"start": 573.93, "end": 574.95, "word": " هتكمل،", "probability": 0.96552734375}, {"start": 574.95, "end": 575.17, "word": " لن", "probability": 0.5960693359375}, {"start": 575.17, "end": 575.61, "word": " تستطيع", "probability": 0.945556640625}, {"start": 575.61, "end": 575.89, "word": " أن", "probability": 0.61474609375}, {"start": 575.89, "end": 576.61, "word": " تكمل،", "probability": 0.8619384765625}, {"start": 576.61, "end": 577.19, "word": " فال", "probability": 0.87451171875}, {"start": 577.19, "end": 577.53, "word": " superior", "probability": 0.74658203125}, {"start": 577.53, "end": 578.01, "word": " fitness", "probability": 0.96337890625}, {"start": 578.01, "end": 578.63, "word": " تبعتنا", "probability": 0.9102783203125}], "temperature": 1.0}, {"id": 27, "seek": 60140, "start": 579.16, "end": 601.4, "text": "لأ، الأرانب السريعة والسريعة هذه المفروض ان هي الطبيعة تخليها هي لتمرر جيناتها لأجيال القادمة، ليش؟ عشان هي سريعة فالأجيال القادمة منها هتاخد من جيناتها، من الكرموزومات بتاعتها كرموزومات السرعة أو جينات السرعة فالمفروض ان هي بتكون مررت اشي إيجابل بين جنسها اللي هو جنس الأرانب هذا", "tokens": [1211, 10721, 12399, 16247, 2288, 7649, 3555, 21136, 16572, 27884, 16070, 3794, 16572, 27884, 29538, 9673, 5172, 32887, 11242, 16472, 39896, 41950, 21292, 27884, 6055, 9778, 20292, 11296, 39896, 5296, 39237, 2288, 2288, 10874, 1829, 8315, 2655, 11296, 5296, 10721, 7435, 1829, 6027, 25062, 18513, 46007, 12399, 32239, 8592, 22807, 6225, 8592, 7649, 39896, 8608, 16572, 27884, 6156, 6027, 10721, 7435, 1829, 6027, 25062, 18513, 46007, 9154, 11296, 8032, 2655, 47283, 3215, 9154, 10874, 1829, 8315, 2655, 11296, 12399, 9154, 33251, 2288, 2304, 2407, 11622, 20498, 9307, 39894, 995, 34268, 11296, 9122, 2288, 2304, 2407, 11622, 20498, 9307, 21136, 2288, 27884, 34051, 10874, 1829, 8315, 2655, 21136, 2288, 27884, 6156, 45340, 5172, 32887, 11242, 16472, 39896, 39894, 30544, 3714, 2288, 43500, 1975, 8592, 1829, 11933, 1829, 7435, 16758, 1211, 49374, 10874, 1863, 3794, 11296, 13672, 1829, 31439, 10874, 1863, 3794, 16247, 2288, 7649, 3555, 23758], "avg_logprob": -0.145654961568852, "compression_ratio": 2.34703196347032, "no_speech_prob": 1.0132789611816406e-06, "words": [{"start": 579.16, "end": 579.64, "word": "لأ،", "probability": 0.6158854166666666}, {"start": 579.64, "end": 580.08, "word": " الأرانب", "probability": 0.972412109375}, {"start": 580.08, "end": 580.62, "word": " السريعة", "probability": 0.9783528645833334}, {"start": 580.62, "end": 581.38, "word": " والسريعة", "probability": 0.84466552734375}, {"start": 581.38, "end": 581.64, "word": " هذه", "probability": 0.7529296875}, {"start": 581.64, "end": 582.04, "word": " المفروض", "probability": 0.991455078125}, {"start": 582.04, "end": 582.18, "word": " ان", "probability": 0.3291015625}, {"start": 582.18, "end": 582.7, "word": " هي", "probability": 0.84375}, {"start": 582.7, "end": 584.16, "word": " الطبيعة", "probability": 0.9471028645833334}, {"start": 584.16, "end": 584.66, "word": " تخليها", "probability": 0.92578125}, {"start": 584.66, "end": 584.82, "word": " هي", "probability": 0.67822265625}, {"start": 584.82, "end": 585.56, "word": " لتمرر", "probability": 0.8154296875}, {"start": 585.56, "end": 586.14, "word": " جيناتها", "probability": 0.97041015625}, {"start": 586.14, "end": 586.84, "word": " لأجيال", "probability": 0.82822265625}, {"start": 586.84, "end": 587.4, "word": " القادمة،", "probability": 0.8885498046875}, {"start": 587.4, "end": 587.8, "word": " ليش؟", "probability": 0.9510091145833334}, {"start": 587.8, "end": 588.2, "word": " عشان", "probability": 0.94580078125}, {"start": 588.2, "end": 588.36, "word": " هي", "probability": 0.95263671875}, {"start": 588.36, "end": 588.8, "word": " سريعة", "probability": 0.9869791666666666}, {"start": 588.8, "end": 589.52, "word": " فالأجيال", "probability": 0.869140625}, {"start": 589.52, "end": 589.98, "word": " القادمة", "probability": 0.9903971354166666}, {"start": 589.98, "end": 590.18, "word": " منها", "probability": 0.95361328125}, {"start": 590.18, "end": 590.6, "word": " هتاخد", "probability": 0.96728515625}, {"start": 590.6, "end": 590.84, "word": " من", "probability": 0.9873046875}, {"start": 590.84, "end": 592.06, "word": " جيناتها،", "probability": 0.8770345052083334}, {"start": 592.06, "end": 592.16, "word": " من", "probability": 0.9189453125}, {"start": 592.16, "end": 593.1, "word": " الكرموزومات", "probability": 0.7274693080357143}, {"start": 593.1, "end": 593.52, "word": " بتاعتها", "probability": 0.966552734375}, {"start": 593.52, "end": 594.78, "word": " كرموزومات", "probability": 0.9220842633928571}, {"start": 594.78, "end": 595.14, "word": " السرعة", "probability": 0.8938802083333334}, {"start": 595.14, "end": 595.28, "word": " أو", "probability": 0.419189453125}, {"start": 595.28, "end": 595.6, "word": " جينات", "probability": 0.9918212890625}, {"start": 595.6, "end": 596.06, "word": " السرعة", "probability": 0.9754231770833334}, {"start": 596.06, "end": 596.82, "word": " فالمفروض", "probability": 0.928125}, {"start": 596.82, "end": 596.9, "word": " ان", "probability": 0.489501953125}, {"start": 596.9, "end": 596.98, "word": " هي", "probability": 0.708984375}, {"start": 596.98, "end": 597.3, "word": " بتكون", "probability": 0.92138671875}, {"start": 597.3, "end": 597.84, "word": " مررت", "probability": 0.9375}, {"start": 597.84, "end": 598.12, "word": " اشي", "probability": 0.75146484375}, {"start": 598.12, "end": 598.68, "word": " إيجابل", "probability": 0.771435546875}, {"start": 598.68, "end": 598.88, "word": " بين", "probability": 0.98876953125}, {"start": 598.88, "end": 599.42, "word": " جنسها", "probability": 0.9793701171875}, {"start": 599.42, "end": 599.88, "word": " اللي", "probability": 0.79638671875}, {"start": 599.88, "end": 600.16, "word": " هو", "probability": 0.9892578125}, {"start": 600.16, "end": 600.74, "word": " جنس", "probability": 0.986328125}, {"start": 600.74, "end": 601.2, "word": " الأرانب", "probability": 0.9761962890625}, {"start": 601.2, "end": 601.4, "word": " هذا", "probability": 0.89794921875}], "temperature": 1.0}, {"id": 28, "seek": 61879, "start": 602.2, "end": 618.8, "text": "كويس فبتكون مرارات لها إشي منيح و هذه الحقيقة تحدي و فرصة كبيرة بتعطي للجيل القادم لتجنب ال foxes مثلا و surviving and them breeding بمعنى أنه بتعطيها فرصة أن هي تتجنب الثعالب", "tokens": [4117, 45865, 3794, 6156, 3555, 2655, 30544, 3714, 2288, 9640, 9307, 5296, 11296, 11933, 8592, 1829, 9154, 1829, 5016, 4032, 29538, 21542, 38436, 28671, 6055, 5016, 16254, 4032, 6156, 2288, 9381, 3660, 9122, 3555, 48923, 39894, 3615, 9566, 1829, 24976, 7435, 26895, 25062, 18513, 2304, 5296, 2655, 7435, 1863, 3555, 2423, 21026, 279, 50113, 15040, 4032, 24948, 293, 552, 26051, 4724, 2304, 3615, 1863, 7578, 14739, 3224, 39894, 3615, 9566, 1829, 11296, 6156, 2288, 9381, 3660, 14739, 39896, 6055, 2655, 7435, 1863, 3555, 6024, 104, 3615, 6027, 3555], "avg_logprob": -0.13527036784739976, "compression_ratio": 1.529100529100529, "no_speech_prob": 1.9073486328125e-06, "words": [{"start": 602.2, "end": 602.62, "word": "كويس", "probability": 0.783447265625}, {"start": 602.62, "end": 603.18, "word": " فبتكون", "probability": 0.87841796875}, {"start": 603.18, "end": 603.58, "word": " مرارات", "probability": 0.8953857421875}, {"start": 603.58, "end": 603.74, "word": " لها", "probability": 0.6483154296875}, {"start": 603.74, "end": 604.16, "word": " إشي", "probability": 0.8134765625}, {"start": 604.16, "end": 604.56, "word": " منيح", "probability": 0.8206380208333334}, {"start": 604.56, "end": 604.82, "word": " و", "probability": 0.364013671875}, {"start": 604.82, "end": 605.02, "word": " هذه", "probability": 0.68408203125}, {"start": 605.02, "end": 605.36, "word": " الحقيقة", "probability": 0.97216796875}, {"start": 605.36, "end": 605.82, "word": " تحدي", "probability": 0.8567708333333334}, {"start": 605.82, "end": 605.98, "word": " و", "probability": 0.98046875}, {"start": 605.98, "end": 606.4, "word": " فرصة", "probability": 0.98974609375}, {"start": 606.4, "end": 606.82, "word": " كبيرة", "probability": 0.98388671875}, {"start": 606.82, "end": 607.22, "word": " بتعطي", "probability": 0.93310546875}, {"start": 607.22, "end": 607.56, "word": " للجيل", "probability": 0.9464518229166666}, {"start": 607.56, "end": 608.44, "word": " القادم", "probability": 0.9915364583333334}, {"start": 608.44, "end": 610.76, "word": " لتجنب", "probability": 0.860498046875}, {"start": 610.76, "end": 611.18, "word": " ال", "probability": 0.79736328125}, {"start": 611.18, "end": 612.1, "word": " foxes", "probability": 0.66748046875}, {"start": 612.1, "end": 612.5, "word": " مثلا", "probability": 0.9775390625}, {"start": 612.5, "end": 613.04, "word": " و", "probability": 0.958984375}, {"start": 613.04, "end": 613.54, "word": " surviving", "probability": 0.96728515625}, {"start": 613.54, "end": 614.04, "word": " and", "probability": 0.86962890625}, {"start": 614.04, "end": 614.3, "word": " them", "probability": 0.73388671875}, {"start": 614.3, "end": 615.28, "word": " breeding", "probability": 0.904296875}, {"start": 615.28, "end": 616.02, "word": " بمعنى", "probability": 0.93623046875}, {"start": 616.02, "end": 616.38, "word": " أنه", "probability": 0.729736328125}, {"start": 616.38, "end": 617.1, "word": " بتعطيها", "probability": 0.9880859375}, {"start": 617.1, "end": 617.42, "word": " فرصة", "probability": 0.9971923828125}, {"start": 617.42, "end": 617.52, "word": " أن", "probability": 0.77880859375}, {"start": 617.52, "end": 617.62, "word": " هي", "probability": 0.77392578125}, {"start": 617.62, "end": 618.26, "word": " تتجنب", "probability": 0.99443359375}, {"start": 618.26, "end": 618.8, "word": " الثعالب", "probability": 0.92744140625}], "temperature": 1.0}, {"id": 29, "seek": 63822, "start": 619.34, "end": 638.22, "text": "التعالب هذا اللي هي كناها يعني كل إشي ممكن ياكلها أو كل إشي ممكن يكون خطر عليها فهتتجنب التعالب لأنها هتكون أسرع وهذا هيخليها surviving اللي هي تنجو وإذا نجت معناته هتستمر و هتتطور و هتتكثر و تتولد عشان تعطينا generation جديدة", "tokens": [6027, 2655, 3615, 6027, 3555, 23758, 13672, 1829, 39896, 9122, 8315, 11296, 37495, 22653, 28242, 11933, 8592, 1829, 3714, 43020, 7251, 995, 28820, 11296, 34051, 28242, 11933, 8592, 1829, 3714, 43020, 7251, 30544, 16490, 9566, 2288, 25894, 11296, 6156, 3224, 2655, 2655, 7435, 1863, 3555, 16712, 3615, 6027, 3555, 5296, 33456, 11296, 8032, 2655, 30544, 5551, 3794, 2288, 3615, 37037, 15730, 39896, 9778, 20292, 11296, 24948, 13672, 1829, 39896, 6055, 1863, 7435, 2407, 4032, 28814, 15730, 8717, 7435, 2655, 20449, 8315, 47395, 8032, 2655, 14851, 29973, 4032, 8032, 2655, 2655, 9566, 13063, 4032, 8032, 2655, 2655, 4117, 49115, 4032, 6055, 2655, 12610, 3215, 6225, 8592, 7649, 37279, 9566, 1829, 8315, 5125, 10874, 16254, 41891], "avg_logprob": -0.1349864151166833, "compression_ratio": 1.84037558685446, "no_speech_prob": 1.4901161193847656e-06, "words": [{"start": 619.34, "end": 619.98, "word": "التعالب", "probability": 0.86611328125}, {"start": 619.98, "end": 620.16, "word": " هذا", "probability": 0.419677734375}, {"start": 620.16, "end": 620.26, "word": " اللي", "probability": 0.939208984375}, {"start": 620.26, "end": 620.38, "word": " هي", "probability": 0.77783203125}, {"start": 620.38, "end": 620.64, "word": " كناها", "probability": 0.508056640625}, {"start": 620.64, "end": 620.82, "word": " يعني", "probability": 0.829833984375}, {"start": 620.82, "end": 621.02, "word": " كل", "probability": 0.9462890625}, {"start": 621.02, "end": 621.26, "word": " إشي", "probability": 0.6715494791666666}, {"start": 621.26, "end": 621.46, "word": " ممكن", "probability": 0.989013671875}, {"start": 621.46, "end": 621.86, "word": " ياكلها", "probability": 0.8873291015625}, {"start": 621.86, "end": 622.0, "word": " أو", "probability": 0.822265625}, {"start": 622.0, "end": 622.14, "word": " كل", "probability": 0.96630859375}, {"start": 622.14, "end": 622.36, "word": " إشي", "probability": 0.994140625}, {"start": 622.36, "end": 622.66, "word": " ممكن", "probability": 0.984619140625}, {"start": 622.66, "end": 623.48, "word": " يكون", "probability": 0.994873046875}, {"start": 623.48, "end": 623.8, "word": " خطر", "probability": 0.9881184895833334}, {"start": 623.8, "end": 624.18, "word": " عليها", "probability": 0.991455078125}, {"start": 624.18, "end": 625.78, "word": " فهتتجنب", "probability": 0.7882254464285714}, {"start": 625.78, "end": 626.18, "word": " التعالب", "probability": 0.9930419921875}, {"start": 626.18, "end": 626.4, "word": " لأنها", "probability": 0.8932291666666666}, {"start": 626.4, "end": 626.68, "word": " هتكون", "probability": 0.9816080729166666}, {"start": 626.68, "end": 627.16, "word": " أسرع", "probability": 0.9908447265625}, {"start": 627.16, "end": 627.7, "word": " وهذا", "probability": 0.766357421875}, {"start": 627.7, "end": 628.28, "word": " هيخليها", "probability": 0.8355712890625}, {"start": 628.28, "end": 629.1, "word": " surviving", "probability": 0.92138671875}, {"start": 629.1, "end": 629.74, "word": " اللي", "probability": 0.97216796875}, {"start": 629.74, "end": 629.94, "word": " هي", "probability": 0.9052734375}, {"start": 629.94, "end": 630.46, "word": " تنجو", "probability": 0.9324951171875}, {"start": 630.46, "end": 631.68, "word": " وإذا", "probability": 0.837890625}, {"start": 631.68, "end": 631.98, "word": " نجت", "probability": 0.98828125}, {"start": 631.98, "end": 632.28, "word": " معناته", "probability": 0.9806315104166666}, {"start": 632.28, "end": 632.88, "word": " هتستمر", "probability": 0.97216796875}, {"start": 632.88, "end": 633.58, "word": " و", "probability": 0.8603515625}, {"start": 633.58, "end": 634.22, "word": " هتتطور", "probability": 0.9341796875}, {"start": 634.22, "end": 634.68, "word": " و", "probability": 0.80712890625}, {"start": 634.68, "end": 635.3, "word": " هتتكثر", "probability": 0.878271484375}, {"start": 635.3, "end": 635.42, "word": " و", "probability": 0.615234375}, {"start": 635.42, "end": 635.96, "word": " تتولد", "probability": 0.8753662109375}, {"start": 635.96, "end": 636.44, "word": " عشان", "probability": 0.9861653645833334}, {"start": 636.44, "end": 636.82, "word": " تعطينا", "probability": 0.84661865234375}, {"start": 636.82, "end": 637.36, "word": " generation", "probability": 0.91357421875}, {"start": 637.36, "end": 638.22, "word": " جديدة", "probability": 0.984375}], "temperature": 1.0}, {"id": 30, "seek": 66226, "start": 639.54, "end": 662.26, "text": "فإذا اتفقنا على هذا المفهوم بالنسبة للأرنب البرية، معناه ذلك أن المتوقع أن ال parents هيكونوا أرنبين استمروا في الحياة، يعني كانوا أقوياء، كانوا سريعين بما فيه الكفاية أن يظلوا عايشين، لما يصير بينهم التزاوج لكرموزومات تعتهم مع بعض، فالأصل أو المتوقع هيك أن الجينات تعتهم هتنقل", "tokens": [5172, 28814, 15730, 1975, 2655, 5172, 4587, 8315, 15844, 23758, 9673, 5172, 3224, 20498, 20666, 1863, 35457, 3660, 24976, 10721, 2288, 1863, 3555, 2423, 26890, 10632, 12399, 20449, 8315, 3224, 29910, 23275, 14739, 9673, 2655, 30543, 3615, 14739, 2423, 3152, 8032, 1829, 30544, 14407, 5551, 2288, 1863, 3555, 9957, 44713, 29973, 14407, 8978, 21542, 25528, 3660, 12399, 37495, 22653, 25961, 14407, 5551, 4587, 45865, 16606, 12399, 25961, 14407, 8608, 16572, 3615, 9957, 4724, 15042, 8978, 3224, 33251, 5172, 995, 10632, 14739, 7251, 19913, 1211, 14407, 6225, 47302, 8592, 9957, 12399, 5296, 15042, 7251, 9381, 13546, 49374, 16095, 16712, 11622, 995, 29245, 5296, 4117, 2288, 2304, 2407, 11622, 20498, 9307, 6055, 34268, 16095, 20449, 45030, 11242, 12399, 6156, 6027, 10721, 36520, 34051, 9673, 2655, 30543, 3615, 39896, 4117, 14739, 25724, 1829, 8315, 2655, 6055, 34268, 16095, 8032, 2655, 1863, 4587, 1211], "avg_logprob": -0.13054077929638802, "compression_ratio": 1.9195402298850575, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 639.54, "end": 640.38, "word": "فإذا", "probability": 0.94970703125}, {"start": 640.38, "end": 641.22, "word": " اتفقنا", "probability": 0.96328125}, {"start": 641.22, "end": 641.36, "word": " على", "probability": 0.92822265625}, {"start": 641.36, "end": 641.68, "word": " هذا", "probability": 0.96240234375}, {"start": 641.68, "end": 642.86, "word": " المفهوم", "probability": 0.993896484375}, {"start": 642.86, "end": 643.44, "word": " بالنسبة", "probability": 0.9844970703125}, {"start": 643.44, "end": 643.9, "word": " للأرنب", "probability": 0.834765625}, {"start": 643.9, "end": 644.8, "word": " البرية،", "probability": 0.71966552734375}, {"start": 644.8, "end": 645.04, "word": " معناه", "probability": 0.7711588541666666}, {"start": 645.04, "end": 645.24, "word": " ذلك", "probability": 0.982666015625}, {"start": 645.24, "end": 645.4, "word": " أن", "probability": 0.4833984375}, {"start": 645.4, "end": 646.14, "word": " المتوقع", "probability": 0.9700927734375}, {"start": 646.14, "end": 646.64, "word": " أن", "probability": 0.78125}, {"start": 646.64, "end": 646.94, "word": " ال", "probability": 0.9189453125}, {"start": 646.94, "end": 647.48, "word": " parents", "probability": 0.6787109375}, {"start": 647.48, "end": 648.26, "word": " هيكونوا", "probability": 0.83099365234375}, {"start": 648.26, "end": 648.8, "word": " أرنبين", "probability": 0.95634765625}, {"start": 648.8, "end": 649.72, "word": " استمروا", "probability": 0.95458984375}, {"start": 649.72, "end": 649.82, "word": " في", "probability": 0.96728515625}, {"start": 649.82, "end": 650.22, "word": " الحياة،", "probability": 0.9398193359375}, {"start": 650.22, "end": 650.32, "word": " يعني", "probability": 0.949951171875}, {"start": 650.32, "end": 650.6, "word": " كانوا", "probability": 0.96533203125}, {"start": 650.6, "end": 651.1, "word": " أقوياء،", "probability": 0.9048828125}, {"start": 651.1, "end": 651.3, "word": " كانوا", "probability": 0.983642578125}, {"start": 651.3, "end": 651.66, "word": " سريعين", "probability": 0.9864501953125}, {"start": 651.66, "end": 651.86, "word": " بما", "probability": 0.98388671875}, {"start": 651.86, "end": 652.04, "word": " فيه", "probability": 0.959716796875}, {"start": 652.04, "end": 652.34, "word": " الكفاية", "probability": 0.9769287109375}, {"start": 652.34, "end": 652.5, "word": " أن", "probability": 0.63134765625}, {"start": 652.5, "end": 652.86, "word": " يظلوا", "probability": 0.92041015625}, {"start": 652.86, "end": 653.78, "word": " عايشين،", "probability": 0.910546875}, {"start": 653.78, "end": 654.06, "word": " لما", "probability": 0.8798828125}, {"start": 654.06, "end": 654.44, "word": " يصير", "probability": 0.9825846354166666}, {"start": 654.44, "end": 654.86, "word": " بينهم", "probability": 0.987060546875}, {"start": 654.86, "end": 656.46, "word": " التزاوج", "probability": 0.979736328125}, {"start": 656.46, "end": 657.82, "word": " لكرموزومات", "probability": 0.706695556640625}, {"start": 657.82, "end": 658.24, "word": " تعتهم", "probability": 0.59375}, {"start": 658.24, "end": 658.42, "word": " مع", "probability": 0.994140625}, {"start": 658.42, "end": 658.92, "word": " بعض،", "probability": 0.9391276041666666}, {"start": 658.92, "end": 659.38, "word": " فالأصل", "probability": 0.87255859375}, {"start": 659.38, "end": 659.6, "word": " أو", "probability": 0.8232421875}, {"start": 659.6, "end": 660.26, "word": " المتوقع", "probability": 0.9951171875}, {"start": 660.26, "end": 660.54, "word": " هيك", "probability": 0.937255859375}, {"start": 660.54, "end": 660.7, "word": " أن", "probability": 0.458984375}, {"start": 660.7, "end": 661.18, "word": " الجينات", "probability": 0.8853759765625}, {"start": 661.18, "end": 661.6, "word": " تعتهم", "probability": 0.8943684895833334}, {"start": 661.6, "end": 662.26, "word": " هتنقل", "probability": 0.9779296875}], "temperature": 1.0}, {"id": 31, "seek": 67878, "start": 662.76, "end": 678.78, "text": "صفة السرعة وصفة البقاء و التكييف مع هذه البيئة وهذا الجزء اللي احنا الحقيقة بدنا ناخده ونحاول انطوعه بشكل هندسي عشان نفهم كيف انا ممكن احل منه معادلات رياضية في الآخر كيف ممكن انحله او نستخدمه لمعادلات رياضية", "tokens": [9381, 5172, 3660, 21136, 2288, 27884, 4032, 9381, 5172, 3660, 29739, 4587, 16606, 4032, 16712, 4117, 1829, 33911, 20449, 29538, 2423, 21292, 19986, 3660, 37037, 15730, 25724, 11622, 38207, 13672, 1829, 1975, 5016, 8315, 21542, 38436, 28671, 47525, 8315, 8717, 47283, 3215, 3224, 4032, 1863, 5016, 995, 12610, 16472, 9566, 2407, 3615, 3224, 4724, 8592, 28820, 8032, 41260, 3794, 1829, 6225, 8592, 7649, 8717, 5172, 16095, 9122, 33911, 1975, 8315, 3714, 43020, 1975, 5016, 1211, 9154, 3224, 20449, 18513, 1211, 9307, 12602, 1829, 46958, 10632, 8978, 6024, 95, 34740, 9122, 33911, 3714, 43020, 16472, 5016, 43761, 1975, 2407, 8717, 14851, 9778, 40448, 3224, 32767, 3615, 18513, 1211, 9307, 12602, 1829, 46958, 10632], "avg_logprob": -0.11345409397530344, "compression_ratio": 1.9045226130653266, "no_speech_prob": 1.1980533599853516e-05, "words": [{"start": 662.76, "end": 663.12, "word": "صفة", "probability": 0.9669596354166666}, {"start": 663.12, "end": 663.52, "word": " السرعة", "probability": 0.7737630208333334}, {"start": 663.52, "end": 663.94, "word": " وصفة", "probability": 0.911376953125}, {"start": 663.94, "end": 664.6, "word": " البقاء", "probability": 0.99267578125}, {"start": 664.6, "end": 664.94, "word": " و", "probability": 0.51318359375}, {"start": 664.94, "end": 665.5, "word": " التكييف", "probability": 0.7884521484375}, {"start": 665.5, "end": 665.74, "word": " مع", "probability": 0.97900390625}, {"start": 665.74, "end": 666.24, "word": " هذه", "probability": 0.98193359375}, {"start": 666.24, "end": 666.68, "word": " البيئة", "probability": 0.9713134765625}, {"start": 666.68, "end": 667.16, "word": " وهذا", "probability": 0.861572265625}, {"start": 667.16, "end": 667.86, "word": " الجزء", "probability": 0.9842122395833334}, {"start": 667.86, "end": 668.0, "word": " اللي", "probability": 0.9404296875}, {"start": 668.0, "end": 668.16, "word": " احنا", "probability": 0.8865559895833334}, {"start": 668.16, "end": 668.52, "word": " الحقيقة", "probability": 0.89501953125}, {"start": 668.52, "end": 668.78, "word": " بدنا", "probability": 0.7177734375}, {"start": 668.78, "end": 669.32, "word": " ناخده", "probability": 0.994384765625}, {"start": 669.32, "end": 670.2, "word": " ونحاول", "probability": 0.888671875}, {"start": 670.2, "end": 670.68, "word": " انطوعه", "probability": 0.701318359375}, {"start": 670.68, "end": 671.02, "word": " بشكل", "probability": 0.9869791666666666}, {"start": 671.02, "end": 671.58, "word": " هندسي", "probability": 0.9825439453125}, {"start": 671.58, "end": 672.12, "word": " عشان", "probability": 0.9842122395833334}, {"start": 672.12, "end": 672.5, "word": " نفهم", "probability": 0.9947916666666666}, {"start": 672.5, "end": 672.7, "word": " كيف", "probability": 0.96923828125}, {"start": 672.7, "end": 672.8, "word": " انا", "probability": 0.79931640625}, {"start": 672.8, "end": 673.02, "word": " ممكن", "probability": 0.98583984375}, {"start": 673.02, "end": 673.24, "word": " احل", "probability": 0.7921549479166666}, {"start": 673.24, "end": 673.56, "word": " منه", "probability": 0.98291015625}, {"start": 673.56, "end": 674.22, "word": " معادلات", "probability": 0.959228515625}, {"start": 674.22, "end": 674.64, "word": " رياضية", "probability": 0.9873046875}, {"start": 674.64, "end": 674.74, "word": " في", "probability": 0.888671875}, {"start": 674.74, "end": 675.04, "word": " الآخر", "probability": 0.9388020833333334}, {"start": 675.04, "end": 675.44, "word": " كيف", "probability": 0.833251953125}, {"start": 675.44, "end": 675.62, "word": " ممكن", "probability": 0.988525390625}, {"start": 675.62, "end": 676.06, "word": " انحله", "probability": 0.7056477864583334}, {"start": 676.06, "end": 676.58, "word": " او", "probability": 0.911865234375}, {"start": 676.58, "end": 677.14, "word": " نستخدمه", "probability": 0.99267578125}, {"start": 677.14, "end": 677.78, "word": " لمعادلات", "probability": 0.9232421875}, {"start": 677.78, "end": 678.78, "word": " رياضية", "probability": 0.990478515625}], "temperature": 1.0}, {"id": 32, "seek": 70351, "start": 679.59, "end": 703.51, "text": "عنا فنتكلم عن ال genetic algorithms الآن بالشكل الرياضي تبعه بشكلها الرياضي أو بشكلها الهندسي عشان نعمل حاجة اسمها expert system كانت في بداية السبعينات الحقيقة من خلال John Holland اللي قدم لنا أول concept لفكرة ال genetic algorithms أو الجينات الخوارزميات الجينية الفكرة كانت مبسطة أنه بدو يخل ال computers", "tokens": [3615, 8315, 6156, 29399, 4117, 19528, 18871, 2423, 12462, 14642, 6024, 48506, 20666, 8592, 28820, 2423, 16572, 46958, 1829, 6055, 3555, 3615, 3224, 4724, 8592, 28820, 11296, 2423, 16572, 46958, 1829, 34051, 4724, 8592, 28820, 11296, 2423, 3224, 41260, 3794, 1829, 6225, 8592, 7649, 8717, 25957, 1211, 11331, 26108, 3660, 24525, 2304, 11296, 5844, 1185, 25961, 2655, 8978, 4724, 28259, 10632, 21136, 3555, 3615, 1829, 8315, 2655, 21542, 38436, 28671, 9154, 16490, 1211, 6027, 2619, 27201, 13672, 1829, 12174, 40448, 5296, 8315, 5551, 12610, 3410, 5296, 5172, 4117, 25720, 2423, 12462, 14642, 34051, 25724, 1829, 8315, 2655, 33962, 2407, 9640, 11622, 2304, 1829, 9307, 25724, 9957, 10632, 27188, 4117, 25720, 25961, 2655, 3714, 3555, 3794, 9566, 3660, 14739, 3224, 47525, 2407, 7251, 9778, 1211, 2423, 10807], "avg_logprob": -0.1334891666577557, "compression_ratio": 1.8058608058608059, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 679.59, "end": 680.05, "word": "عنا", "probability": 0.76806640625}, {"start": 680.05, "end": 680.97, "word": " فنتكلم", "probability": 0.86083984375}, {"start": 680.97, "end": 681.11, "word": " عن", "probability": 0.9794921875}, {"start": 681.11, "end": 681.19, "word": " ال", "probability": 0.85986328125}, {"start": 681.19, "end": 681.37, "word": " genetic", "probability": 0.341796875}, {"start": 681.37, "end": 681.95, "word": " algorithms", "probability": 0.78759765625}, {"start": 681.95, "end": 682.49, "word": " الآن", "probability": 0.636474609375}, {"start": 682.49, "end": 683.01, "word": " بالشكل", "probability": 0.8704427083333334}, {"start": 683.01, "end": 683.57, "word": " الرياضي", "probability": 0.945556640625}, {"start": 683.57, "end": 683.99, "word": " تبعه", "probability": 0.917236328125}, {"start": 683.99, "end": 684.55, "word": " بشكلها", "probability": 0.924072265625}, {"start": 684.55, "end": 684.93, "word": " الرياضي", "probability": 0.9810791015625}, {"start": 684.93, "end": 685.01, "word": " أو", "probability": 0.67431640625}, {"start": 685.01, "end": 685.41, "word": " بشكلها", "probability": 0.928955078125}, {"start": 685.41, "end": 685.99, "word": " الهندسي", "probability": 0.94853515625}, {"start": 685.99, "end": 686.71, "word": " عشان", "probability": 0.9645182291666666}, {"start": 686.71, "end": 687.11, "word": " نعمل", "probability": 0.99169921875}, {"start": 687.11, "end": 687.31, "word": " حاجة", "probability": 0.9899088541666666}, {"start": 687.31, "end": 687.55, "word": " اسمها", "probability": 0.92138671875}, {"start": 687.55, "end": 687.79, "word": " expert", "probability": 0.71875}, {"start": 687.79, "end": 688.23, "word": " system", "probability": 0.9541015625}, {"start": 688.23, "end": 688.83, "word": " كانت", "probability": 0.962890625}, {"start": 688.83, "end": 688.95, "word": " في", "probability": 0.94921875}, {"start": 688.95, "end": 689.31, "word": " بداية", "probability": 0.9619140625}, {"start": 689.31, "end": 689.85, "word": " السبعينات", "probability": 0.9239908854166666}, {"start": 689.85, "end": 690.25, "word": " الحقيقة", "probability": 0.9811197916666666}, {"start": 690.25, "end": 690.41, "word": " من", "probability": 0.99609375}, {"start": 690.41, "end": 690.81, "word": " خلال", "probability": 0.9930013020833334}, {"start": 690.81, "end": 691.19, "word": " John", "probability": 0.46826171875}, {"start": 691.19, "end": 691.55, "word": " Holland", "probability": 0.83203125}, {"start": 691.55, "end": 692.09, "word": " اللي", "probability": 0.937744140625}, {"start": 692.09, "end": 692.43, "word": " قدم", "probability": 0.906494140625}, {"start": 692.43, "end": 692.63, "word": " لنا", "probability": 0.7196044921875}, {"start": 692.63, "end": 693.13, "word": " أول", "probability": 0.855224609375}, {"start": 693.13, "end": 693.99, "word": " concept", "probability": 0.89111328125}, {"start": 693.99, "end": 694.49, "word": " لفكرة", "probability": 0.96533203125}, {"start": 694.49, "end": 694.77, "word": " ال", "probability": 0.9873046875}, {"start": 694.77, "end": 695.11, "word": " genetic", "probability": 0.9267578125}, {"start": 695.11, "end": 695.89, "word": " algorithms", "probability": 0.89599609375}, {"start": 695.89, "end": 696.61, "word": " أو", "probability": 0.7802734375}, {"start": 696.61, "end": 697.35, "word": " الجينات", "probability": 0.84735107421875}, {"start": 697.35, "end": 698.93, "word": " الخوارزميات", "probability": 0.9506138392857143}, {"start": 698.93, "end": 699.43, "word": " الجينية", "probability": 0.9754231770833334}, {"start": 699.43, "end": 700.37, "word": " الفكرة", "probability": 0.9757486979166666}, {"start": 700.37, "end": 700.65, "word": " كانت", "probability": 0.98779296875}, {"start": 700.65, "end": 701.09, "word": " مبسطة", "probability": 0.87197265625}, {"start": 701.09, "end": 701.27, "word": " أنه", "probability": 0.74462890625}, {"start": 701.27, "end": 701.49, "word": " بدو", "probability": 0.55419921875}, {"start": 701.49, "end": 701.89, "word": " يخل", "probability": 0.8484700520833334}, {"start": 701.89, "end": 702.07, "word": " ال", "probability": 0.70947265625}, {"start": 702.07, "end": 703.51, "word": " computers", "probability": 0.418212890625}], "temperature": 1.0}, {"id": 33, "seek": 72396, "start": 704.22, "end": 723.96, "text": "تعمل نفس الـ nature أو الطبيعة تشتغل بنفس آلية الطبيعة كيف يعني بتشتغل بنفس آلية الطبيعة؟ انه والله تطور حالها أو تطور الحلول اللي عندها، عندها حل معين تحاول تعدل عليه بحيث انه يتطور لحل أفضل، لحل أفضل من خلال عملية iterations", "tokens": [2655, 25957, 1211, 8717, 36178, 2423, 39184, 3687, 34051, 41950, 21292, 27884, 6055, 8592, 2655, 17082, 1211, 44945, 36178, 19753, 1211, 10632, 41950, 21292, 27884, 9122, 33911, 37495, 22653, 39894, 8592, 2655, 17082, 1211, 44945, 36178, 19753, 1211, 10632, 41950, 21292, 27884, 22807, 16472, 3224, 16070, 43761, 6055, 9566, 13063, 11331, 6027, 11296, 34051, 6055, 9566, 13063, 21542, 1211, 12610, 13672, 1829, 43242, 11296, 12399, 43242, 11296, 11331, 1211, 20449, 9957, 6055, 5016, 995, 12610, 6055, 22488, 1211, 47356, 4724, 5016, 1829, 12984, 16472, 3224, 7251, 2655, 9566, 13063, 5296, 5016, 1211, 5551, 5172, 11242, 1211, 12399, 5296, 5016, 1211, 5551, 5172, 11242, 1211, 9154, 16490, 1211, 6027, 6225, 42213, 10632, 36540], "avg_logprob": -0.14629424356781276, "compression_ratio": 1.984924623115578, "no_speech_prob": 2.3245811462402344e-06, "words": [{"start": 704.22, "end": 704.62, "word": "تعمل", "probability": 0.8777669270833334}, {"start": 704.62, "end": 704.86, "word": " نفس", "probability": 0.99169921875}, {"start": 704.86, "end": 706.14, "word": " الـ", "probability": 0.821533203125}, {"start": 706.14, "end": 706.28, "word": " nature", "probability": 0.275390625}, {"start": 706.28, "end": 706.84, "word": " أو", "probability": 0.80615234375}, {"start": 706.84, "end": 707.46, "word": " الطبيعة", "probability": 0.9856770833333334}, {"start": 707.46, "end": 708.26, "word": " تشتغل", "probability": 0.9}, {"start": 708.26, "end": 708.68, "word": " بنفس", "probability": 0.9921875}, {"start": 708.68, "end": 709.08, "word": " آلية", "probability": 0.6404622395833334}, {"start": 709.08, "end": 709.64, "word": " الطبيعة", "probability": 0.9871419270833334}, {"start": 709.64, "end": 710.36, "word": " كيف", "probability": 0.830078125}, {"start": 710.36, "end": 710.52, "word": " يعني", "probability": 0.93798828125}, {"start": 710.52, "end": 710.96, "word": " بتشتغل", "probability": 0.796923828125}, {"start": 710.96, "end": 711.16, "word": " بنفس", "probability": 0.984619140625}, {"start": 711.16, "end": 711.34, "word": " آلية", "probability": 0.97802734375}, {"start": 711.34, "end": 711.92, "word": " الطبيعة؟", "probability": 0.82659912109375}, {"start": 711.92, "end": 712.22, "word": " انه", "probability": 0.5853271484375}, {"start": 712.22, "end": 712.42, "word": " والله", "probability": 0.822509765625}, {"start": 712.42, "end": 712.84, "word": " تطور", "probability": 0.8221028645833334}, {"start": 712.84, "end": 713.3, "word": " حالها", "probability": 0.9830729166666666}, {"start": 713.3, "end": 714.26, "word": " أو", "probability": 0.5009765625}, {"start": 714.26, "end": 714.8, "word": " تطور", "probability": 0.97119140625}, {"start": 714.8, "end": 715.3, "word": " الحلول", "probability": 0.9951171875}, {"start": 715.3, "end": 715.44, "word": " اللي", "probability": 0.913330078125}, {"start": 715.44, "end": 716.2, "word": " عندها،", "probability": 0.8302408854166666}, {"start": 716.2, "end": 716.72, "word": " عندها", "probability": 0.98876953125}, {"start": 716.72, "end": 716.9, "word": " حل", "probability": 0.87939453125}, {"start": 716.9, "end": 717.36, "word": " معين", "probability": 0.971435546875}, {"start": 717.36, "end": 718.12, "word": " تحاول", "probability": 0.8665771484375}, {"start": 718.12, "end": 718.8, "word": " تعدل", "probability": 0.73681640625}, {"start": 718.8, "end": 719.14, "word": " عليه", "probability": 0.990234375}, {"start": 719.14, "end": 719.66, "word": " بحيث", "probability": 0.9488525390625}, {"start": 719.66, "end": 719.82, "word": " انه", "probability": 0.777587890625}, {"start": 719.82, "end": 720.26, "word": " يتطور", "probability": 0.98681640625}, {"start": 720.26, "end": 720.6, "word": " لحل", "probability": 0.9140625}, {"start": 720.6, "end": 721.58, "word": " أفضل،", "probability": 0.8658203125}, {"start": 721.58, "end": 721.9, "word": " لحل", "probability": 0.9671223958333334}, {"start": 721.9, "end": 722.5, "word": " أفضل", "probability": 0.9884033203125}, {"start": 722.5, "end": 722.76, "word": " من", "probability": 0.72607421875}, {"start": 722.76, "end": 723.02, "word": " خلال", "probability": 0.99462890625}, {"start": 723.02, "end": 723.44, "word": " عملية", "probability": 0.9881184895833334}, {"start": 723.44, "end": 723.96, "word": " iterations", "probability": 0.89599609375}], "temperature": 1.0}, {"id": 34, "seek": 75340, "start": 724.86, "end": 753.4, "text": "متلاحقة ورا بعض تمشي فيها في اتجاه انها تحصل على الحل الأمثل او الحل الأفضل فهولند قدم الفكرة هذه وقدمها من خلال ان ال string تبعه او تمثيل المعلومة لازم يكون عبارة عن bit string عبارة عن bit string او مجموعة bit digits المجموعة هذه كاملة على بعضها كلها اللي هي ال word كاملة هيك على بعضها هذه تمثل chromosome تمثل chromosome", "tokens": [2304, 2655, 15040, 5016, 28671, 4032, 23557, 45030, 11242, 6055, 2304, 8592, 1829, 8978, 11296, 8978, 1975, 2655, 7435, 40294, 16472, 11296, 6055, 5016, 36520, 15844, 21542, 1211, 16247, 2304, 12984, 1211, 1975, 2407, 21542, 1211, 16247, 5172, 11242, 1211, 6156, 3224, 12610, 1863, 3215, 12174, 40448, 27188, 4117, 25720, 29538, 4032, 28543, 2304, 11296, 9154, 16490, 1211, 6027, 16472, 2423, 6798, 6055, 3555, 3615, 3224, 1975, 2407, 46811, 12984, 26895, 9673, 30241, 20498, 3660, 5296, 31377, 2304, 7251, 30544, 6225, 3555, 9640, 3660, 18871, 857, 6798, 6225, 3555, 9640, 3660, 18871, 857, 6798, 1975, 2407, 3714, 7435, 2304, 2407, 27884, 857, 27011, 9673, 7435, 2304, 2407, 27884, 29538, 9122, 10943, 37977, 15844, 45030, 11242, 11296, 28242, 11296, 13672, 1829, 39896, 2423, 1349, 9122, 10943, 37977, 39896, 4117, 15844, 45030, 11242, 11296, 29538, 46811, 12984, 1211, 42896, 46811, 12984, 1211, 42896], "avg_logprob": -0.11333626765810267, "compression_ratio": 2.015151515151515, "no_speech_prob": 8.940696716308594e-07, "words": [{"start": 724.86, "end": 725.56, "word": "متلاحقة", "probability": 0.88310546875}, {"start": 725.56, "end": 725.76, "word": " ورا", "probability": 0.942138671875}, {"start": 725.76, "end": 726.1, "word": " بعض", "probability": 0.990234375}, {"start": 726.1, "end": 727.26, "word": " تمشي", "probability": 0.77386474609375}, {"start": 727.26, "end": 727.64, "word": " فيها", "probability": 0.97265625}, {"start": 727.64, "end": 727.98, "word": " في", "probability": 0.77587890625}, {"start": 727.98, "end": 728.44, "word": " اتجاه", "probability": 0.9847412109375}, {"start": 728.44, "end": 728.64, "word": " انها", "probability": 0.88525390625}, {"start": 728.64, "end": 729.0, "word": " تحصل", "probability": 0.984375}, {"start": 729.0, "end": 729.24, "word": " على", "probability": 0.88525390625}, {"start": 729.24, "end": 729.9, "word": " الحل", "probability": 0.9208984375}, {"start": 729.9, "end": 730.36, "word": " الأمثل", "probability": 0.947998046875}, {"start": 730.36, "end": 730.5, "word": " او", "probability": 0.78564453125}, {"start": 730.5, "end": 730.82, "word": " الحل", "probability": 0.932373046875}, {"start": 730.82, "end": 731.96, "word": " الأفضل", "probability": 0.958251953125}, {"start": 731.96, "end": 732.8, "word": " فهولند", "probability": 0.78017578125}, {"start": 732.8, "end": 733.1, "word": " قدم", "probability": 0.950927734375}, {"start": 733.1, "end": 733.5, "word": " الفكرة", "probability": 0.9835611979166666}, {"start": 733.5, "end": 733.8, "word": " هذه", "probability": 0.81640625}, {"start": 733.8, "end": 734.58, "word": " وقدمها", "probability": 0.8748779296875}, {"start": 734.58, "end": 734.72, "word": " من", "probability": 0.9921875}, {"start": 734.72, "end": 735.04, "word": " خلال", "probability": 0.9952799479166666}, {"start": 735.04, "end": 735.26, "word": " ان", "probability": 0.81396484375}, {"start": 735.26, "end": 735.78, "word": " ال", "probability": 0.625}, {"start": 735.78, "end": 736.14, "word": " string", "probability": 0.5859375}, {"start": 736.14, "end": 736.52, "word": " تبعه", "probability": 0.8974609375}, {"start": 736.52, "end": 736.66, "word": " او", "probability": 0.851806640625}, {"start": 736.66, "end": 737.12, "word": " تمثيل", "probability": 0.97412109375}, {"start": 737.12, "end": 737.54, "word": " المعلومة", "probability": 0.944091796875}, {"start": 737.54, "end": 737.74, "word": " لازم", "probability": 0.9641927083333334}, {"start": 737.74, "end": 738.22, "word": " يكون", "probability": 0.986572265625}, {"start": 738.22, "end": 738.62, "word": " عبارة", "probability": 0.969482421875}, {"start": 738.62, "end": 738.92, "word": " عن", "probability": 0.9140625}, {"start": 738.92, "end": 739.44, "word": " bit", "probability": 0.6767578125}, {"start": 739.44, "end": 740.08, "word": " string", "probability": 0.73095703125}, {"start": 740.08, "end": 740.62, "word": " عبارة", "probability": 0.9503173828125}, {"start": 740.62, "end": 740.72, "word": " عن", "probability": 0.9130859375}, {"start": 740.72, "end": 740.96, "word": " bit", "probability": 0.91748046875}, {"start": 740.96, "end": 741.38, "word": " string", "probability": 0.861328125}, {"start": 741.38, "end": 741.64, "word": " او", "probability": 0.943603515625}, {"start": 741.64, "end": 742.2, "word": " مجموعة", "probability": 0.952734375}, {"start": 742.2, "end": 742.54, "word": " bit", "probability": 0.86865234375}, {"start": 742.54, "end": 743.26, "word": " digits", "probability": 0.8955078125}, {"start": 743.26, "end": 744.46, "word": " المجموعة", "probability": 0.91552734375}, {"start": 744.46, "end": 744.64, "word": " هذه", "probability": 0.81787109375}, {"start": 744.64, "end": 744.92, "word": " كاملة", "probability": 0.9807942708333334}, {"start": 744.92, "end": 745.14, "word": " على", "probability": 0.74267578125}, {"start": 745.14, "end": 745.78, "word": " بعضها", "probability": 0.9908854166666666}, {"start": 745.78, "end": 746.82, "word": " كلها", "probability": 0.970947265625}, {"start": 746.82, "end": 747.22, "word": " اللي", "probability": 0.867919921875}, {"start": 747.22, "end": 747.44, "word": " هي", "probability": 0.94482421875}, {"start": 747.44, "end": 748.14, "word": " ال", "probability": 0.953125}, {"start": 748.14, "end": 748.9, "word": " word", "probability": 0.822265625}, {"start": 748.9, "end": 749.3, "word": " كاملة", "probability": 0.9646809895833334}, {"start": 749.3, "end": 749.48, "word": " هيك", "probability": 0.657958984375}, {"start": 749.48, "end": 749.6, "word": " على", "probability": 0.66357421875}, {"start": 749.6, "end": 749.88, "word": " بعضها", "probability": 0.9964192708333334}, {"start": 749.88, "end": 750.08, "word": " هذه", "probability": 0.54736328125}, {"start": 750.08, "end": 750.68, "word": " تمثل", "probability": 0.9542643229166666}, {"start": 750.68, "end": 751.4, "word": " chromosome", "probability": 0.82470703125}, {"start": 751.4, "end": 752.68, "word": " تمثل", "probability": 0.9480794270833334}, {"start": 752.68, "end": 753.4, "word": " chromosome", "probability": 0.9853515625}], "temperature": 1.0}, {"id": 35, "seek": 76808, "start": 755.36, "end": 768.08, "text": "digit جواها اللي هو binary يا واحد يا صفر كل واحد جواها بنسميه gene بنسميه هذا ال gene تبعها فهتكون متكونة من مجموعة genes كل gene هو عبارة عن يا صفر يا إما واحد", "tokens": [25259, 270, 10874, 14407, 11296, 13672, 1829, 31439, 17434, 35186, 36764, 24401, 35186, 20328, 5172, 2288, 28242, 36764, 24401, 10874, 14407, 11296, 44945, 38251, 1829, 3224, 12186, 44945, 38251, 1829, 3224, 23758, 2423, 12186, 6055, 3555, 3615, 11296, 6156, 3224, 2655, 30544, 44650, 30544, 3660, 9154, 3714, 7435, 2304, 2407, 27884, 14424, 28242, 12186, 31439, 6225, 3555, 9640, 3660, 18871, 35186, 20328, 5172, 2288, 35186, 11933, 15042, 36764, 24401], "avg_logprob": -0.1770089341061456, "compression_ratio": 1.7171052631578947, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 755.36, "end": 755.88, "word": "digit", "probability": 0.56329345703125}, {"start": 755.88, "end": 756.5, "word": " جواها", "probability": 0.7833658854166666}, {"start": 756.5, "end": 757.08, "word": " اللي", "probability": 0.669677734375}, {"start": 757.08, "end": 757.24, "word": " هو", "probability": 0.92529296875}, {"start": 757.24, "end": 757.6, "word": " binary", "probability": 0.857421875}, {"start": 757.6, "end": 757.74, "word": " يا", "probability": 0.2744140625}, {"start": 757.74, "end": 758.0, "word": " واحد", "probability": 0.843017578125}, {"start": 758.0, "end": 758.1, "word": " يا", "probability": 0.806640625}, {"start": 758.1, "end": 758.4, "word": " صفر", "probability": 0.974609375}, {"start": 758.4, "end": 758.8, "word": " كل", "probability": 0.6962890625}, {"start": 758.8, "end": 759.02, "word": " واحد", "probability": 0.997314453125}, {"start": 759.02, "end": 759.3, "word": " جواها", "probability": 0.9733072916666666}, {"start": 759.3, "end": 759.96, "word": " بنسميه", "probability": 0.9178466796875}, {"start": 759.96, "end": 760.38, "word": " gene", "probability": 0.80224609375}, {"start": 760.38, "end": 761.82, "word": " بنسميه", "probability": 0.6866455078125}, {"start": 761.82, "end": 762.06, "word": " هذا", "probability": 0.892578125}, {"start": 762.06, "end": 762.2, "word": " ال", "probability": 0.8125}, {"start": 762.2, "end": 762.4, "word": " gene", "probability": 0.92919921875}, {"start": 762.4, "end": 762.88, "word": " تبعها", "probability": 0.935791015625}, {"start": 762.88, "end": 763.48, "word": " فهتكون", "probability": 0.880126953125}, {"start": 763.48, "end": 763.86, "word": " متكونة", "probability": 0.9109700520833334}, {"start": 763.86, "end": 763.94, "word": " من", "probability": 0.984375}, {"start": 763.94, "end": 764.3, "word": " مجموعة", "probability": 0.90556640625}, {"start": 764.3, "end": 764.72, "word": " genes", "probability": 0.890625}, {"start": 764.72, "end": 765.2, "word": " كل", "probability": 0.87109375}, {"start": 765.2, "end": 765.5, "word": " gene", "probability": 0.9052734375}, {"start": 765.5, "end": 765.68, "word": " هو", "probability": 0.86181640625}, {"start": 765.68, "end": 766.04, "word": " عبارة", "probability": 0.992431640625}, {"start": 766.04, "end": 766.16, "word": " عن", "probability": 0.97216796875}, {"start": 766.16, "end": 766.28, "word": " يا", "probability": 0.740234375}, {"start": 766.28, "end": 766.62, "word": " صفر", "probability": 0.9884440104166666}, {"start": 766.62, "end": 767.02, "word": " يا", "probability": 0.81103515625}, {"start": 767.02, "end": 767.3, "word": " إما", "probability": 0.74365234375}, {"start": 767.3, "end": 768.08, "word": " واحد", "probability": 0.98583984375}], "temperature": 1.0}, {"id": 36, "seek": 78792, "start": 768.98, "end": 787.92, "text": "كويس العملية كيف ممكن احصل على هذا ال sequence او هذا ال bit string الحقيقة بدنا ناخد بالنا من حاجة اسمها encoding ال encoding تبعنا ان كيف انا ممكن اعمل encoding لل input تبع السؤال احاوله اعمله encoding ل", "tokens": [4117, 45865, 3794, 18863, 42213, 10632, 9122, 33911, 3714, 43020, 1975, 5016, 36520, 15844, 23758, 2423, 8310, 1975, 2407, 23758, 2423, 857, 6798, 21542, 38436, 28671, 47525, 8315, 8717, 47283, 3215, 20666, 8315, 9154, 11331, 26108, 3660, 24525, 2304, 11296, 43430, 2423, 43430, 6055, 3555, 3615, 8315, 16472, 9122, 33911, 1975, 8315, 3714, 43020, 1975, 25957, 1211, 43430, 24976, 4846, 6055, 3555, 3615, 21136, 33604, 6027, 1975, 5016, 995, 12610, 3224, 1975, 25957, 43761, 43430, 5296], "avg_logprob": -0.1534090940054361, "compression_ratio": 1.7777777777777777, "no_speech_prob": 2.8014183044433594e-06, "words": [{"start": 768.98, "end": 769.4, "word": "كويس", "probability": 0.76220703125}, {"start": 769.4, "end": 770.5, "word": " العملية", "probability": 0.751953125}, {"start": 770.5, "end": 771.6, "word": " كيف", "probability": 0.6817626953125}, {"start": 771.6, "end": 771.82, "word": " ممكن", "probability": 0.859130859375}, {"start": 771.82, "end": 772.14, "word": " احصل", "probability": 0.8352864583333334}, {"start": 772.14, "end": 772.3, "word": " على", "probability": 0.767578125}, {"start": 772.3, "end": 772.6, "word": " هذا", "probability": 0.82080078125}, {"start": 772.6, "end": 773.1, "word": " ال", "probability": 0.9638671875}, {"start": 773.1, "end": 773.84, "word": " sequence", "probability": 0.8486328125}, {"start": 773.84, "end": 774.32, "word": " او", "probability": 0.7734375}, {"start": 774.32, "end": 774.64, "word": " هذا", "probability": 0.76708984375}, {"start": 774.64, "end": 775.06, "word": " ال", "probability": 0.95361328125}, {"start": 775.06, "end": 775.32, "word": " bit", "probability": 0.88623046875}, {"start": 775.32, "end": 776.04, "word": " string", "probability": 0.71337890625}, {"start": 776.04, "end": 776.98, "word": " الحقيقة", "probability": 0.9659830729166666}, {"start": 776.98, "end": 777.92, "word": " بدنا", "probability": 0.8408203125}, {"start": 777.92, "end": 778.8, "word": " ناخد", "probability": 0.9881184895833334}, {"start": 778.8, "end": 779.16, "word": " بالنا", "probability": 0.840087890625}, {"start": 779.16, "end": 779.3, "word": " من", "probability": 0.9814453125}, {"start": 779.3, "end": 779.62, "word": " حاجة", "probability": 0.99267578125}, {"start": 779.62, "end": 780.08, "word": " اسمها", "probability": 0.9749348958333334}, {"start": 780.08, "end": 780.96, "word": " encoding", "probability": 0.91015625}, {"start": 780.96, "end": 781.58, "word": " ال", "probability": 0.7724609375}, {"start": 781.58, "end": 781.96, "word": " encoding", "probability": 0.96728515625}, {"start": 781.96, "end": 782.48, "word": " تبعنا", "probability": 0.9310302734375}, {"start": 782.48, "end": 782.76, "word": " ان", "probability": 0.83837890625}, {"start": 782.76, "end": 783.02, "word": " كيف", "probability": 0.808837890625}, {"start": 783.02, "end": 783.12, "word": " انا", "probability": 0.944091796875}, {"start": 783.12, "end": 783.38, "word": " ممكن", "probability": 0.94775390625}, {"start": 783.38, "end": 783.7, "word": " اعمل", "probability": 0.9759114583333334}, {"start": 783.7, "end": 784.04, "word": " encoding", "probability": 0.98388671875}, {"start": 784.04, "end": 784.26, "word": " لل", "probability": 0.7353515625}, {"start": 784.26, "end": 784.6, "word": " input", "probability": 0.9833984375}, {"start": 784.6, "end": 784.88, "word": " تبع", "probability": 0.8736979166666666}, {"start": 784.88, "end": 785.5, "word": " السؤال", "probability": 0.99169921875}, {"start": 785.5, "end": 786.76, "word": " احاوله", "probability": 0.86416015625}, {"start": 786.76, "end": 787.24, "word": " اعمله", "probability": 0.9586588541666666}, {"start": 787.24, "end": 787.64, "word": " encoding", "probability": 0.98193359375}, {"start": 787.64, "end": 787.92, "word": " ل", "probability": 0.8291015625}], "temperature": 1.0}, {"id": 37, "seek": 81503, "start": 788.75, "end": 815.03, "text": "01 01 بال accuracy كمان بال بال precise المطلوبة أو بال accuracy المطلوبة بال resolution المطلوبة للحل كمان جيد و نعمله evaluation من خلال ال fitness ما احنا قلنا لازم يكون في عندى fitness فمعنى ذلك ان كيف بدي استطيع اعمله evaluation انا في النهاية عندى one و zeros فهم هدول العملية المهمات عشان نحل اي مشكلة انه نعمل encoding لها و نعمل", "tokens": [10607, 23185, 20666, 14170, 9122, 2304, 7649, 20666, 20666, 13600, 9673, 9566, 1211, 37746, 3660, 34051, 20666, 14170, 9673, 9566, 1211, 37746, 3660, 20666, 8669, 9673, 9566, 1211, 37746, 3660, 24976, 5016, 1211, 9122, 2304, 7649, 10874, 25708, 4032, 8717, 25957, 43761, 13344, 9154, 16490, 1211, 6027, 2423, 15303, 19446, 1975, 5016, 8315, 12174, 1211, 8315, 5296, 31377, 2304, 7251, 30544, 8978, 43242, 7578, 15303, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 16472, 9122, 33911, 4724, 16254, 44713, 9566, 40228, 1975, 25957, 43761, 13344, 1975, 8315, 8978, 28239, 11296, 10632, 43242, 7578, 472, 4032, 35193, 6156, 16095, 8032, 3215, 12610, 18863, 42213, 10632, 9673, 16095, 9307, 6225, 8592, 7649, 8717, 5016, 1211, 1975, 1829, 37893, 28820, 3660, 16472, 3224, 8717, 25957, 1211, 43430, 5296, 11296, 4032, 8717, 25957, 1211], "avg_logprob": -0.14627404167101934, "compression_ratio": 1.9090909090909092, "no_speech_prob": 6.020069122314453e-06, "words": [{"start": 788.75, "end": 789.33, "word": "01", "probability": 0.192138671875}, {"start": 789.33, "end": 790.77, "word": " 01", "probability": 0.483154296875}, {"start": 790.77, "end": 791.21, "word": " بال", "probability": 0.890625}, {"start": 791.21, "end": 791.77, "word": " accuracy", "probability": 0.54736328125}, {"start": 791.77, "end": 792.17, "word": " كمان", "probability": 0.9705403645833334}, {"start": 792.17, "end": 792.47, "word": " بال", "probability": 0.91455078125}, {"start": 792.47, "end": 793.37, "word": " بال", "probability": 0.66552734375}, {"start": 793.37, "end": 793.93, "word": " precise", "probability": 0.69384765625}, {"start": 793.93, "end": 794.57, "word": " المطلوبة", "probability": 0.97138671875}, {"start": 794.57, "end": 794.71, "word": " أو", "probability": 0.6904296875}, {"start": 794.71, "end": 794.87, "word": " بال", "probability": 0.95263671875}, {"start": 794.87, "end": 795.27, "word": " accuracy", "probability": 0.59521484375}, {"start": 795.27, "end": 795.69, "word": " المطلوبة", "probability": 0.97333984375}, {"start": 795.69, "end": 795.79, "word": " بال", "probability": 0.7333984375}, {"start": 795.79, "end": 796.23, "word": " resolution", "probability": 0.87060546875}, {"start": 796.23, "end": 796.87, "word": " المطلوبة", "probability": 0.97568359375}, {"start": 796.87, "end": 797.29, "word": " للحل", "probability": 0.90234375}, {"start": 797.29, "end": 798.01, "word": " كمان", "probability": 0.9505208333333334}, {"start": 798.01, "end": 798.79, "word": " جيد", "probability": 0.95751953125}, {"start": 798.79, "end": 799.23, "word": " و", "probability": 0.9521484375}, {"start": 799.23, "end": 799.55, "word": " نعمله", "probability": 0.7125651041666666}, {"start": 799.55, "end": 800.13, "word": " evaluation", "probability": 0.97802734375}, {"start": 800.13, "end": 800.97, "word": " من", "probability": 0.99072265625}, {"start": 800.97, "end": 801.39, "word": " خلال", "probability": 0.9957682291666666}, {"start": 801.39, "end": 801.59, "word": " ال", "probability": 0.9287109375}, {"start": 801.59, "end": 802.01, "word": " fitness", "probability": 0.96337890625}, {"start": 802.01, "end": 802.41, "word": " ما", "probability": 0.5400390625}, {"start": 802.41, "end": 802.49, "word": " احنا", "probability": 0.89111328125}, {"start": 802.49, "end": 802.73, "word": " قلنا", "probability": 0.9055989583333334}, {"start": 802.73, "end": 802.95, "word": " لازم", "probability": 0.97412109375}, {"start": 802.95, "end": 803.09, "word": " يكون", "probability": 0.980224609375}, {"start": 803.09, "end": 803.21, "word": " في", "probability": 0.9306640625}, {"start": 803.21, "end": 803.39, "word": " عندى", "probability": 0.502685546875}, {"start": 803.39, "end": 803.69, "word": " fitness", "probability": 0.9541015625}, {"start": 803.69, "end": 804.29, "word": " فمعنى", "probability": 0.882763671875}, {"start": 804.29, "end": 804.47, "word": " ذلك", "probability": 0.954345703125}, {"start": 804.47, "end": 804.57, "word": " ان", "probability": 0.583984375}, {"start": 804.57, "end": 804.77, "word": " كيف", "probability": 0.915283203125}, {"start": 804.77, "end": 805.05, "word": " بدي", "probability": 0.81005859375}, {"start": 805.05, "end": 806.09, "word": " استطيع", "probability": 0.86328125}, {"start": 806.09, "end": 806.81, "word": " اعمله", "probability": 0.9309895833333334}, {"start": 806.81, "end": 807.29, "word": " evaluation", "probability": 0.9765625}, {"start": 807.29, "end": 807.49, "word": " انا", "probability": 0.85205078125}, {"start": 807.49, "end": 807.59, "word": " في", "probability": 0.853515625}, {"start": 807.59, "end": 807.79, "word": " النهاية", "probability": 0.921875}, {"start": 807.79, "end": 808.43, "word": " عندى", "probability": 0.78271484375}, {"start": 808.43, "end": 808.69, "word": " one", "probability": 0.70458984375}, {"start": 808.69, "end": 808.83, "word": " و", "probability": 0.92724609375}, {"start": 808.83, "end": 809.17, "word": " zeros", "probability": 0.5830078125}, {"start": 809.17, "end": 809.71, "word": " فهم", "probability": 0.919921875}, {"start": 809.71, "end": 809.97, "word": " هدول", "probability": 0.9703776041666666}, {"start": 809.97, "end": 810.43, "word": " العملية", "probability": 0.7418619791666666}, {"start": 810.43, "end": 811.13, "word": " المهمات", "probability": 0.9928385416666666}, {"start": 811.13, "end": 811.83, "word": " عشان", "probability": 0.9752604166666666}, {"start": 811.83, "end": 812.11, "word": " نحل", "probability": 0.9923502604166666}, {"start": 812.11, "end": 812.25, "word": " اي", "probability": 0.753662109375}, {"start": 812.25, "end": 812.77, "word": " مشكلة", "probability": 0.9912109375}, {"start": 812.77, "end": 813.11, "word": " انه", "probability": 0.73095703125}, {"start": 813.11, "end": 813.37, "word": " نعمل", "probability": 0.9977213541666666}, {"start": 813.37, "end": 813.89, "word": " encoding", "probability": 0.95068359375}, {"start": 813.89, "end": 814.31, "word": " لها", "probability": 0.861328125}, {"start": 814.31, "end": 814.65, "word": " و", "probability": 0.9912109375}, {"start": 814.65, "end": 815.03, "word": " نعمل", "probability": 0.9495442708333334}], "temperature": 1.0}, {"id": 38, "seek": 82278, "start": 815.8, "end": 822.78, "text": "Evaluation فالـ Evolution الـ Genetic Algorithm بيستخدم الـ measure of fitness لكل individual chromosomes", "tokens": [36, 46504, 6156, 6027, 39184, 40800, 2423, 39184, 3632, 3532, 35014, 6819, 76, 4724, 1829, 14851, 9778, 40448, 2423, 39184, 3481, 295, 15303, 5296, 28820, 2609, 45228], "avg_logprob": -0.32700891686337336, "compression_ratio": 1.0869565217391304, "no_speech_prob": 0.0, "words": [{"start": 815.8, "end": 816.42, "word": "Evaluation", "probability": 0.674560546875}, {"start": 816.42, "end": 817.02, "word": " فالـ", "probability": 0.6958821614583334}, {"start": 817.02, "end": 817.32, "word": " Evolution", "probability": 0.17236328125}, {"start": 817.32, "end": 817.74, "word": " الـ", "probability": 0.622802734375}, {"start": 817.74, "end": 817.98, "word": " Genetic", "probability": 0.647216796875}, {"start": 817.98, "end": 818.3, "word": " Algorithm", "probability": 0.9222005208333334}, {"start": 818.3, "end": 818.78, "word": " بيستخدم", "probability": 0.82109375}, {"start": 818.78, "end": 819.2, "word": " الـ", "probability": 0.7822265625}, {"start": 819.2, "end": 819.4, "word": " measure", "probability": 0.5458984375}, {"start": 819.4, "end": 819.68, "word": " of", "probability": 0.966796875}, {"start": 819.68, "end": 820.42, "word": " fitness", "probability": 0.87646484375}, {"start": 820.42, "end": 821.14, "word": " لكل", "probability": 0.969970703125}, {"start": 821.14, "end": 821.84, "word": " individual", "probability": 0.8916015625}, {"start": 821.84, "end": 822.78, "word": " chromosomes", "probability": 0.916015625}], "temperature": 1.0}, {"id": 39, "seek": 84957, "start": 824.27, "end": 849.57, "text": "تمام فإذا بعمل قياس لكل كرومزوم على حدا و بدنا ناخد بالنا إنه في حاجة اسمها population ال population هذه جدش عدد الكرومزوم اللي فيها يعني بمعنى جدش عدد الأشخاص اللي عايشين كل واحد إله كرومزوم .. كل واحد إله كرومزوم فهذه ال population size لازم تكون كافية إن والله تم جواها بحث مين الأفضل .. مين أفضل حل ممكن", "tokens": [39237, 10943, 6156, 28814, 15730, 4724, 25957, 1211, 12174, 25528, 3794, 5296, 28820, 9122, 2288, 20498, 11622, 20498, 15844, 11331, 28259, 4032, 47525, 8315, 8717, 47283, 3215, 20666, 8315, 36145, 3224, 8978, 11331, 26108, 3660, 24525, 2304, 11296, 4415, 2423, 4415, 29538, 10874, 3215, 8592, 6225, 3215, 3215, 33251, 2288, 20498, 11622, 20498, 13672, 1829, 8978, 11296, 37495, 22653, 4724, 2304, 3615, 1863, 7578, 10874, 3215, 8592, 6225, 3215, 3215, 16247, 8592, 9778, 33546, 13672, 1829, 6225, 47302, 8592, 9957, 28242, 36764, 24401, 11933, 43761, 9122, 2288, 20498, 11622, 20498, 4386, 28242, 36764, 24401, 11933, 43761, 9122, 2288, 20498, 11622, 20498, 6156, 3224, 24192, 2423, 4415, 2744, 5296, 31377, 2304, 6055, 30544, 9122, 31845, 10632, 36145, 16070, 43761, 46811, 10874, 14407, 11296, 4724, 5016, 12984, 3714, 9957, 16247, 5172, 11242, 1211, 4386, 3714, 9957, 5551, 5172, 11242, 1211, 11331, 1211, 3714, 43020], "avg_logprob": -0.13450611721385608, "compression_ratio": 1.9732824427480915, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 824.27, "end": 824.65, "word": "تمام", "probability": 0.80859375}, {"start": 824.65, "end": 825.17, "word": " فإذا", "probability": 0.8125}, {"start": 825.17, "end": 825.63, "word": " بعمل", "probability": 0.9339192708333334}, {"start": 825.63, "end": 826.13, "word": " قياس", "probability": 0.9837239583333334}, {"start": 826.13, "end": 826.49, "word": " لكل", "probability": 0.976806640625}, {"start": 826.49, "end": 827.09, "word": " كرومزوم", "probability": 0.77685546875}, {"start": 827.09, "end": 827.27, "word": " على", "probability": 0.68359375}, {"start": 827.27, "end": 827.63, "word": " حدا", "probability": 0.5706787109375}, {"start": 827.63, "end": 828.15, "word": " و", "probability": 0.7373046875}, {"start": 828.15, "end": 828.37, "word": " بدنا", "probability": 0.796630859375}, {"start": 828.37, "end": 828.63, "word": " ناخد", "probability": 0.9931640625}, {"start": 828.63, "end": 828.93, "word": " بالنا", "probability": 0.96533203125}, {"start": 828.93, "end": 829.15, "word": " إنه", "probability": 0.5804443359375}, {"start": 829.15, "end": 829.23, "word": " في", "probability": 0.8642578125}, {"start": 829.23, "end": 829.43, "word": " حاجة", "probability": 0.9646809895833334}, {"start": 829.43, "end": 829.71, "word": " اسمها", "probability": 0.779052734375}, {"start": 829.71, "end": 830.25, "word": " population", "probability": 0.7783203125}, {"start": 830.25, "end": 830.79, "word": " ال", "probability": 0.7138671875}, {"start": 830.79, "end": 831.37, "word": " population", "probability": 0.9736328125}, {"start": 831.37, "end": 832.55, "word": " هذه", "probability": 0.6337890625}, {"start": 832.55, "end": 833.67, "word": " جدش", "probability": 0.7726236979166666}, {"start": 833.67, "end": 833.93, "word": " عدد", "probability": 0.9918619791666666}, {"start": 833.93, "end": 834.41, "word": " الكرومزوم", "probability": 0.91669921875}, {"start": 834.41, "end": 834.65, "word": " اللي", "probability": 0.812255859375}, {"start": 834.65, "end": 834.97, "word": " فيها", "probability": 0.9892578125}, {"start": 834.97, "end": 835.57, "word": " يعني", "probability": 0.862548828125}, {"start": 835.57, "end": 835.91, "word": " بمعنى", "probability": 0.97099609375}, {"start": 835.91, "end": 836.17, "word": " جدش", "probability": 0.97705078125}, {"start": 836.17, "end": 836.39, "word": " عدد", "probability": 0.9939778645833334}, {"start": 836.39, "end": 836.73, "word": " الأشخاص", "probability": 0.9908447265625}, {"start": 836.73, "end": 836.85, "word": " اللي", "probability": 0.994384765625}, {"start": 836.85, "end": 837.33, "word": " عايشين", "probability": 0.98583984375}, {"start": 837.33, "end": 838.03, "word": " كل", "probability": 0.63232421875}, {"start": 838.03, "end": 838.23, "word": " واحد", "probability": 0.99462890625}, {"start": 838.23, "end": 838.37, "word": " إله", "probability": 0.49267578125}, {"start": 838.37, "end": 838.89, "word": " كرومزوم", "probability": 0.9859375}, {"start": 838.89, "end": 839.17, "word": " ..", "probability": 0.36767578125}, {"start": 839.17, "end": 839.31, "word": " كل", "probability": 0.73974609375}, {"start": 839.31, "end": 839.51, "word": " واحد", "probability": 0.981201171875}, {"start": 839.51, "end": 839.73, "word": " إله", "probability": 0.86865234375}, {"start": 839.73, "end": 840.55, "word": " كرومزوم", "probability": 0.9857421875}, {"start": 840.55, "end": 841.11, "word": " فهذه", "probability": 0.8746744791666666}, {"start": 841.11, "end": 841.21, "word": " ال", "probability": 0.57568359375}, {"start": 841.21, "end": 841.59, "word": " population", "probability": 0.9853515625}, {"start": 841.59, "end": 842.17, "word": " size", "probability": 0.8662109375}, {"start": 842.17, "end": 842.69, "word": " لازم", "probability": 0.9952799479166666}, {"start": 842.69, "end": 843.03, "word": " تكون", "probability": 0.98291015625}, {"start": 843.03, "end": 844.13, "word": " كافية", "probability": 0.9889322916666666}, {"start": 844.13, "end": 844.73, "word": " إن", "probability": 0.6904296875}, {"start": 844.73, "end": 845.15, "word": " والله", "probability": 0.709716796875}, {"start": 845.15, "end": 845.63, "word": " تم", "probability": 0.931640625}, {"start": 845.63, "end": 846.61, "word": " جواها", "probability": 0.9768880208333334}, {"start": 846.61, "end": 847.07, "word": " بحث", "probability": 0.9905598958333334}, {"start": 847.07, "end": 847.33, "word": " مين", "probability": 0.828125}, {"start": 847.33, "end": 847.85, "word": " الأفضل", "probability": 0.9952392578125}, {"start": 847.85, "end": 848.45, "word": " ..", "probability": 0.615234375}, {"start": 848.45, "end": 848.65, "word": " مين", "probability": 0.907470703125}, {"start": 848.65, "end": 849.01, "word": " أفضل", "probability": 0.988037109375}, {"start": 849.01, "end": 849.23, "word": " حل", "probability": 0.906494140625}, {"start": 849.23, "end": 849.57, "word": " ممكن", "probability": 0.99072265625}], "temperature": 1.0}, {"id": 40, "seek": 86802, "start": 850.38, "end": 868.02, "text": "بحيث إنه نعمل لأفضل حلول ممكنة individual بنجيسهم أفضل حلول ممكنة بنعمل بينهم crossover operation crossover اللي هي عملية المزاوجة بينهم بناخد نص لكرمزوم الأول مع نص لكرمزوم التاني و بنعمل منهم كرمزوم جديد", "tokens": [49628, 1829, 12984, 36145, 3224, 8717, 25957, 1211, 5296, 10721, 5172, 11242, 1211, 11331, 1211, 12610, 3714, 43020, 3660, 2609, 44945, 7435, 1829, 3794, 16095, 5551, 5172, 11242, 1211, 11331, 1211, 12610, 3714, 43020, 3660, 44945, 25957, 1211, 49374, 16095, 33837, 6916, 33837, 13672, 1829, 39896, 6225, 42213, 10632, 9673, 11622, 995, 29245, 3660, 49374, 16095, 44945, 47283, 3215, 8717, 9381, 5296, 4117, 2288, 2304, 11622, 20498, 16247, 12610, 20449, 8717, 9381, 5296, 37983, 2304, 11622, 20498, 16712, 7649, 1829, 4032, 44945, 25957, 1211, 9154, 16095, 9122, 2288, 2304, 11622, 20498, 10874, 16254, 3215], "avg_logprob": -0.1189967078597922, "compression_ratio": 1.8478260869565217, "no_speech_prob": 1.0132789611816406e-06, "words": [{"start": 850.38, "end": 850.8, "word": "بحيث", "probability": 0.8079427083333334}, {"start": 850.8, "end": 850.98, "word": " إنه", "probability": 0.5892333984375}, {"start": 850.98, "end": 851.32, "word": " نعمل", "probability": 0.9925130208333334}, {"start": 851.32, "end": 852.18, "word": " لأفضل", "probability": 0.98349609375}, {"start": 852.18, "end": 853.02, "word": " حلول", "probability": 0.9947916666666666}, {"start": 853.02, "end": 853.86, "word": " ممكنة", "probability": 0.9397786458333334}, {"start": 853.86, "end": 854.36, "word": " individual", "probability": 0.6259765625}, {"start": 854.36, "end": 855.06, "word": " بنجيسهم", "probability": 0.88505859375}, {"start": 855.06, "end": 855.58, "word": " أفضل", "probability": 0.876708984375}, {"start": 855.58, "end": 855.84, "word": " حلول", "probability": 0.9952799479166666}, {"start": 855.84, "end": 856.18, "word": " ممكنة", "probability": 0.9611002604166666}, {"start": 856.18, "end": 856.52, "word": " بنعمل", "probability": 0.9615885416666666}, {"start": 856.52, "end": 857.26, "word": " بينهم", "probability": 0.933349609375}, {"start": 857.26, "end": 858.12, "word": " crossover", "probability": 0.724609375}, {"start": 858.12, "end": 858.9, "word": " operation", "probability": 0.83447265625}, {"start": 858.9, "end": 859.54, "word": " crossover", "probability": 0.436767578125}, {"start": 859.54, "end": 860.2, "word": " اللي", "probability": 0.90869140625}, {"start": 860.2, "end": 860.3, "word": " هي", "probability": 0.86572265625}, {"start": 860.3, "end": 860.56, "word": " عملية", "probability": 0.9933268229166666}, {"start": 860.56, "end": 861.12, "word": " المزاوجة", "probability": 0.92099609375}, {"start": 861.12, "end": 861.4, "word": " بينهم", "probability": 0.97607421875}, {"start": 861.4, "end": 862.02, "word": " بناخد", "probability": 0.8829752604166666}, {"start": 862.02, "end": 862.32, "word": " نص", "probability": 0.98583984375}, {"start": 862.32, "end": 863.1, "word": " لكرمزوم", "probability": 0.7439778645833334}, {"start": 863.1, "end": 863.64, "word": " الأول", "probability": 0.985107421875}, {"start": 863.64, "end": 864.14, "word": " مع", "probability": 0.93212890625}, {"start": 864.14, "end": 864.58, "word": " نص", "probability": 0.99560546875}, {"start": 864.58, "end": 865.22, "word": " لكرمزوم", "probability": 0.93701171875}, {"start": 865.22, "end": 865.82, "word": " التاني", "probability": 0.92724609375}, {"start": 865.82, "end": 866.48, "word": " و", "probability": 0.537109375}, {"start": 866.48, "end": 866.86, "word": " بنعمل", "probability": 0.9161783854166666}, {"start": 866.86, "end": 867.1, "word": " منهم", "probability": 0.963134765625}, {"start": 867.1, "end": 867.52, "word": " كرمزوم", "probability": 0.99423828125}, {"start": 867.52, "end": 868.02, "word": " جديد", "probability": 0.98583984375}], "temperature": 1.0}, {"id": 41, "seek": 88721, "start": 868.61, "end": 887.21, "text": "بنعمل منهم كرمزوم جديد و بنعكس النص التاني من الكرمزوم الأول مع النص الأول من الكرمزوم التاني صار حل جديد لأنه صار sequence من ال digits من ال bits هذه مختلف مختلف تماما فحل المفروض مختلف فهذه هي العملية اللي بيستخدمها ال genetic algorithm على أساس انه يحصل على", "tokens": [3555, 1863, 25957, 1211, 9154, 16095, 9122, 2288, 2304, 11622, 20498, 10874, 16254, 3215, 4032, 44945, 3615, 4117, 3794, 28239, 9381, 16712, 7649, 1829, 9154, 33251, 2288, 2304, 11622, 20498, 16247, 12610, 20449, 28239, 9381, 16247, 12610, 9154, 33251, 2288, 2304, 11622, 20498, 16712, 7649, 1829, 20328, 9640, 11331, 1211, 10874, 16254, 3215, 5296, 33456, 3224, 20328, 9640, 8310, 9154, 2423, 27011, 9154, 2423, 9239, 29538, 3714, 46456, 46538, 3714, 46456, 46538, 46811, 10943, 995, 6156, 5016, 1211, 9673, 5172, 32887, 11242, 3714, 46456, 46538, 6156, 3224, 24192, 39896, 18863, 42213, 10632, 13672, 1829, 4724, 1829, 14851, 9778, 40448, 11296, 2423, 12462, 9284, 15844, 5551, 3794, 32277, 16472, 3224, 7251, 5016, 36520, 15844], "avg_logprob": -0.09717653593734692, "compression_ratio": 1.9298245614035088, "no_speech_prob": 7.94529914855957e-05, "words": [{"start": 868.61, "end": 868.97, "word": "بنعمل", "probability": 0.85235595703125}, {"start": 868.97, "end": 869.21, "word": " منهم", "probability": 0.94482421875}, {"start": 869.21, "end": 869.63, "word": " كرمزوم", "probability": 0.82890625}, {"start": 869.63, "end": 869.97, "word": " جديد", "probability": 0.9881184895833334}, {"start": 869.97, "end": 870.17, "word": " و", "probability": 0.450927734375}, {"start": 870.17, "end": 870.63, "word": " بنعكس", "probability": 0.9044189453125}, {"start": 870.63, "end": 871.67, "word": " النص", "probability": 0.78857421875}, {"start": 871.67, "end": 872.11, "word": " التاني", "probability": 0.9423828125}, {"start": 872.11, "end": 872.25, "word": " من", "probability": 0.97119140625}, {"start": 872.25, "end": 872.73, "word": " الكرمزوم", "probability": 0.955859375}, {"start": 872.73, "end": 873.05, "word": " الأول", "probability": 0.920654296875}, {"start": 873.05, "end": 873.21, "word": " مع", "probability": 0.9716796875}, {"start": 873.21, "end": 873.57, "word": " النص", "probability": 0.8994140625}, {"start": 873.57, "end": 873.87, "word": " الأول", "probability": 0.91455078125}, {"start": 873.87, "end": 873.99, "word": " من", "probability": 0.982421875}, {"start": 873.99, "end": 874.43, "word": " الكرمزوم", "probability": 0.98095703125}, {"start": 874.43, "end": 874.99, "word": " التاني", "probability": 0.9544270833333334}, {"start": 874.99, "end": 875.43, "word": " صار", "probability": 0.947265625}, {"start": 875.43, "end": 875.65, "word": " حل", "probability": 0.955810546875}, {"start": 875.65, "end": 875.93, "word": " جديد", "probability": 0.9938151041666666}, {"start": 875.93, "end": 876.19, "word": " لأنه", "probability": 0.84814453125}, {"start": 876.19, "end": 876.35, "word": " صار", "probability": 0.9794921875}, {"start": 876.35, "end": 876.87, "word": " sequence", "probability": 0.85009765625}, {"start": 876.87, "end": 877.09, "word": " من", "probability": 0.994140625}, {"start": 877.09, "end": 877.21, "word": " ال", "probability": 0.98193359375}, {"start": 877.21, "end": 877.55, "word": " digits", "probability": 0.89892578125}, {"start": 877.55, "end": 878.21, "word": " من", "probability": 0.978515625}, {"start": 878.21, "end": 878.41, "word": " ال", "probability": 0.98828125}, {"start": 878.41, "end": 878.65, "word": " bits", "probability": 0.89453125}, {"start": 878.65, "end": 878.91, "word": " هذه", "probability": 0.666015625}, {"start": 878.91, "end": 879.41, "word": " مختلف", "probability": 0.9930013020833334}, {"start": 879.41, "end": 880.01, "word": " مختلف", "probability": 0.7764485677083334}, {"start": 880.01, "end": 880.57, "word": " تماما", "probability": 0.9851888020833334}, {"start": 880.57, "end": 881.75, "word": " فحل", "probability": 0.9514973958333334}, {"start": 881.75, "end": 882.19, "word": " المفروض", "probability": 0.9969482421875}, {"start": 882.19, "end": 882.63, "word": " مختلف", "probability": 0.9930013020833334}, {"start": 882.63, "end": 883.63, "word": " فهذه", "probability": 0.9544270833333334}, {"start": 883.63, "end": 883.77, "word": " هي", "probability": 0.84130859375}, {"start": 883.77, "end": 884.17, "word": " العملية", "probability": 0.9508463541666666}, {"start": 884.17, "end": 884.27, "word": " اللي", "probability": 0.7802734375}, {"start": 884.27, "end": 884.69, "word": " بيستخدمها", "probability": 0.966796875}, {"start": 884.69, "end": 884.75, "word": " ال", "probability": 0.97216796875}, {"start": 884.75, "end": 884.99, "word": " genetic", "probability": 0.74365234375}, {"start": 884.99, "end": 885.49, "word": " algorithm", "probability": 0.91259765625}, {"start": 885.49, "end": 886.23, "word": " على", "probability": 0.92333984375}, {"start": 886.23, "end": 886.47, "word": " أساس", "probability": 0.9453125}, {"start": 886.47, "end": 886.65, "word": " انه", "probability": 0.6895751953125}, {"start": 886.65, "end": 886.97, "word": " يحصل", "probability": 0.98828125}, {"start": 886.97, "end": 887.21, "word": " على", "probability": 0.93994140625}], "temperature": 1.0}, {"id": 42, "seek": 90734, "start": 888.38, "end": 907.34, "text": "chromosomes للجيل القادم للجيل القادم وهذا اللي هنشوفه الحقيقة في ال process بتاعتنا طيب ال ال basic genetic algorithms نبدأ ب represent the problem variable domain لازم أعرف أيش المتغيرات تبعتي عندي متغير ولا اتنين ولا تلت ولا خمسة ولا عشرة لأن كل متغير", "tokens": [339, 4397, 329, 18168, 24976, 7435, 26895, 25062, 18513, 2304, 24976, 7435, 26895, 25062, 18513, 2304, 37037, 15730, 13672, 1829, 8032, 1863, 8592, 38688, 3224, 21542, 38436, 28671, 8978, 2423, 1399, 39894, 995, 34268, 8315, 23032, 1829, 3555, 2423, 2423, 3875, 12462, 14642, 8717, 44510, 10721, 4724, 2906, 264, 1154, 7006, 9274, 5296, 31377, 2304, 5551, 3615, 28480, 36632, 8592, 9673, 2655, 17082, 13546, 9307, 6055, 3555, 3615, 31371, 18871, 16254, 44650, 17082, 13546, 49429, 1975, 2655, 1863, 9957, 49429, 6055, 1211, 2655, 49429, 16490, 2304, 3794, 3660, 49429, 6225, 8592, 25720, 5296, 33456, 28242, 44650, 17082, 13546], "avg_logprob": -0.17092803361439945, "compression_ratio": 1.6401673640167365, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 888.38, "end": 889.14, "word": "chromosomes", "probability": 0.7093276977539062}, {"start": 889.14, "end": 889.9, "word": " للجيل", "probability": 0.90625}, {"start": 889.9, "end": 890.72, "word": " القادم", "probability": 0.9931640625}, {"start": 890.72, "end": 891.42, "word": " للجيل", "probability": 0.8844401041666666}, {"start": 891.42, "end": 891.88, "word": " القادم", "probability": 0.9884440104166666}, {"start": 891.88, "end": 892.06, "word": " وهذا", "probability": 0.5888671875}, {"start": 892.06, "end": 892.14, "word": " اللي", "probability": 0.87158203125}, {"start": 892.14, "end": 892.5, "word": " هنشوفه", "probability": 0.7876953125}, {"start": 892.5, "end": 892.82, "word": " الحقيقة", "probability": 0.9777018229166666}, {"start": 892.82, "end": 892.94, "word": " في", "probability": 0.892578125}, {"start": 892.94, "end": 893.0, "word": " ال", "probability": 0.8740234375}, {"start": 893.0, "end": 893.26, "word": " process", "probability": 0.8447265625}, {"start": 893.26, "end": 893.72, "word": " بتاعتنا", "probability": 0.874755859375}, {"start": 893.72, "end": 894.38, "word": " طيب", "probability": 0.8150227864583334}, {"start": 894.38, "end": 894.96, "word": " ال", "probability": 0.9814453125}, {"start": 894.96, "end": 895.14, "word": " ال", "probability": 0.5576171875}, {"start": 895.14, "end": 895.36, "word": " basic", "probability": 0.78564453125}, {"start": 895.36, "end": 895.74, "word": " genetic", "probability": 0.79296875}, {"start": 895.74, "end": 896.34, "word": " algorithms", "probability": 0.791015625}, {"start": 896.34, "end": 897.12, "word": " نبدأ", "probability": 0.9658203125}, {"start": 897.12, "end": 897.26, "word": " ب", "probability": 0.95263671875}, {"start": 897.26, "end": 897.84, "word": " represent", "probability": 0.76953125}, {"start": 897.84, "end": 898.68, "word": " the", "probability": 0.63232421875}, {"start": 898.68, "end": 899.04, "word": " problem", "probability": 0.91748046875}, {"start": 899.04, "end": 899.54, "word": " variable", "probability": 0.90966796875}, {"start": 899.54, "end": 900.1, "word": " domain", "probability": 0.93994140625}, {"start": 900.1, "end": 900.66, "word": " لازم", "probability": 0.9864908854166666}, {"start": 900.66, "end": 900.92, "word": " أعرف", "probability": 0.8377278645833334}, {"start": 900.92, "end": 901.08, "word": " أيش", "probability": 0.708740234375}, {"start": 901.08, "end": 901.64, "word": " المتغيرات", "probability": 0.9876953125}, {"start": 901.64, "end": 902.08, "word": " تبعتي", "probability": 0.87353515625}, {"start": 902.08, "end": 902.7, "word": " عندي", "probability": 0.760009765625}, {"start": 902.7, "end": 903.12, "word": " متغير", "probability": 0.9832356770833334}, {"start": 903.12, "end": 903.26, "word": " ولا", "probability": 0.84912109375}, {"start": 903.26, "end": 903.52, "word": " اتنين", "probability": 0.87548828125}, {"start": 903.52, "end": 903.64, "word": " ولا", "probability": 0.9765625}, {"start": 903.64, "end": 903.9, "word": " تلت", "probability": 0.96630859375}, {"start": 903.9, "end": 904.08, "word": " ولا", "probability": 0.94873046875}, {"start": 904.08, "end": 904.36, "word": " خمسة", "probability": 0.8916015625}, {"start": 904.36, "end": 904.48, "word": " ولا", "probability": 0.9501953125}, {"start": 904.48, "end": 904.84, "word": " عشرة", "probability": 0.9197591145833334}, {"start": 904.84, "end": 905.3, "word": " لأن", "probability": 0.85009765625}, {"start": 905.3, "end": 905.68, "word": " كل", "probability": 0.5986328125}, {"start": 905.68, "end": 907.34, "word": " متغير", "probability": 0.9825846354166666}], "temperature": 1.0}, {"id": 43, "seek": 93203, "start": 908.23, "end": 932.03, "text": "بده ينحط ويتحول لمجموعة bit string او bit digits مع التاني مع التالت مع الرابع X1 X2 X3 X4 كل هدولة المفروض انه نقدر نعملهم كstring واحد كرمزوم كامل الكرمزوم الكامل هذا بيحتوي على متغيراتنا كلها و لازم الكرمزوم يكون fixed length", "tokens": [44510, 3224, 7251, 1863, 5016, 9566, 4032, 36081, 5016, 12610, 32767, 7435, 2304, 45367, 3660, 857, 6798, 1975, 2407, 857, 27011, 20449, 16712, 7649, 1829, 20449, 16712, 6027, 2655, 20449, 34892, 16758, 3615, 1783, 16, 1783, 17, 1783, 18, 1783, 19, 28242, 8032, 3215, 12610, 3660, 9673, 5172, 32887, 11242, 16472, 3224, 8717, 28543, 2288, 8717, 25957, 1211, 16095, 9122, 37045, 36764, 24401, 9122, 2288, 2304, 11622, 20498, 9122, 10943, 1211, 33251, 2288, 2304, 11622, 20498, 33251, 10943, 1211, 23758, 4724, 1829, 33753, 45865, 15844, 44650, 17082, 13546, 9307, 8315, 28242, 11296, 4032, 5296, 31377, 2304, 33251, 2288, 2304, 11622, 20498, 7251, 30544, 6806, 4641], "avg_logprob": -0.16037736369191474, "compression_ratio": 1.6244541484716157, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 908.23, "end": 908.63, "word": "بده", "probability": 0.189483642578125}, {"start": 908.63, "end": 909.11, "word": " ينحط", "probability": 0.9091796875}, {"start": 909.11, "end": 909.71, "word": " ويتحول", "probability": 0.901611328125}, {"start": 909.71, "end": 910.33, "word": " لمجموعة", "probability": 0.8244140625}, {"start": 910.33, "end": 911.03, "word": " bit", "probability": 0.285400390625}, {"start": 911.03, "end": 911.87, "word": " string", "probability": 0.406005859375}, {"start": 911.87, "end": 912.17, "word": " او", "probability": 0.798095703125}, {"start": 912.17, "end": 912.55, "word": " bit", "probability": 0.8349609375}, {"start": 912.55, "end": 913.15, "word": " digits", "probability": 0.94287109375}, {"start": 913.15, "end": 914.23, "word": " مع", "probability": 0.85693359375}, {"start": 914.23, "end": 914.79, "word": " التاني", "probability": 0.93408203125}, {"start": 914.79, "end": 914.91, "word": " مع", "probability": 0.7841796875}, {"start": 914.91, "end": 915.31, "word": " التالت", "probability": 0.9840494791666666}, {"start": 915.31, "end": 915.45, "word": " مع", "probability": 0.98095703125}, {"start": 915.45, "end": 916.03, "word": " الرابع", "probability": 0.9749348958333334}, {"start": 916.03, "end": 916.41, "word": " X1", "probability": 0.572265625}, {"start": 916.41, "end": 916.77, "word": " X2", "probability": 0.8876953125}, {"start": 916.77, "end": 917.09, "word": " X3", "probability": 0.97900390625}, {"start": 917.09, "end": 917.49, "word": " X4", "probability": 0.981689453125}, {"start": 917.49, "end": 918.05, "word": " كل", "probability": 0.62353515625}, {"start": 918.05, "end": 919.61, "word": " هدولة", "probability": 0.8248291015625}, {"start": 919.61, "end": 920.51, "word": " المفروض", "probability": 0.9942626953125}, {"start": 920.51, "end": 920.77, "word": " انه", "probability": 0.855712890625}, {"start": 920.77, "end": 921.17, "word": " نقدر", "probability": 0.9889322916666666}, {"start": 921.17, "end": 921.95, "word": " نعملهم", "probability": 0.9879150390625}, {"start": 921.95, "end": 923.27, "word": " كstring", "probability": 0.7197265625}, {"start": 923.27, "end": 923.81, "word": " واحد", "probability": 0.992919921875}, {"start": 923.81, "end": 925.17, "word": " كرمزوم", "probability": 0.8763671875}, {"start": 925.17, "end": 926.01, "word": " كامل", "probability": 0.9933268229166666}, {"start": 926.01, "end": 926.87, "word": " الكرمزوم", "probability": 0.8818359375}, {"start": 926.87, "end": 927.27, "word": " الكامل", "probability": 0.9514973958333334}, {"start": 927.27, "end": 927.51, "word": " هذا", "probability": 0.81396484375}, {"start": 927.51, "end": 928.25, "word": " بيحتوي", "probability": 0.9193115234375}, {"start": 928.25, "end": 928.41, "word": " على", "probability": 0.88330078125}, {"start": 928.41, "end": 929.13, "word": " متغيراتنا", "probability": 0.9564453125}, {"start": 929.13, "end": 929.57, "word": " كلها", "probability": 0.995361328125}, {"start": 929.57, "end": 930.01, "word": " و", "probability": 0.7109375}, {"start": 930.01, "end": 930.33, "word": " لازم", "probability": 0.9254557291666666}, {"start": 930.33, "end": 930.85, "word": " الكرمزوم", "probability": 0.95830078125}, {"start": 930.85, "end": 931.11, "word": " يكون", "probability": 0.990478515625}, {"start": 931.11, "end": 931.47, "word": " fixed", "probability": 0.83837890625}, {"start": 931.47, "end": 932.03, "word": " length", "probability": 0.78271484375}], "temperature": 1.0}, {"id": 44, "seek": 95381, "start": 932.95, "end": 953.81, "text": "الطول تبعه ثابت يكون طوله ثابت وهذا اللي احنا نعكس فيها شوية طبيعة هذا اللي احنا نعكس فيها شوية طبيعة ان هنا لأ احنا بدنا يكون عندنا ثابت عشان ما ندخلش في غلبة اكتر في الحل فهتكون ثابت الشغل التاني من ال initialization اللي انا محتاجه اللي هو ال size of chromosome population ال population تبعتنا n فانا معناته", "tokens": [6027, 9566, 12610, 6055, 3555, 3615, 3224, 38637, 16758, 2655, 7251, 30544, 23032, 12610, 3224, 38637, 16758, 2655, 37037, 15730, 13672, 1829, 1975, 5016, 8315, 8717, 3615, 4117, 3794, 8978, 11296, 13412, 2407, 10632, 23032, 21292, 27884, 23758, 13672, 1829, 1975, 5016, 8315, 8717, 3615, 4117, 3794, 8978, 11296, 13412, 2407, 10632, 23032, 21292, 27884, 16472, 34105, 5296, 10721, 1975, 5016, 8315, 47525, 8315, 7251, 30544, 43242, 8315, 38637, 16758, 2655, 6225, 8592, 7649, 19446, 8717, 3215, 9778, 1211, 8592, 8978, 32771, 46152, 3660, 1975, 4117, 2655, 2288, 8978, 21542, 1211, 6156, 3224, 2655, 30544, 38637, 16758, 2655, 25124, 17082, 1211, 16712, 7649, 1829, 9154, 2423, 5883, 2144, 13672, 1829, 1975, 8315, 3714, 33753, 26108, 3224, 13672, 1829, 31439, 2423, 2744, 295, 42896, 4415, 2423, 4415, 6055, 3555, 34268, 8315, 297, 6156, 7649, 995, 20449, 8315, 47395], "avg_logprob": -0.19576539336771204, "compression_ratio": 2.085714285714286, "no_speech_prob": 6.318092346191406e-06, "words": [{"start": 932.95, "end": 933.39, "word": "الطول", "probability": 0.8357747395833334}, {"start": 933.39, "end": 933.77, "word": " تبعه", "probability": 0.8037109375}, {"start": 933.77, "end": 934.43, "word": " ثابت", "probability": 0.99267578125}, {"start": 934.43, "end": 934.97, "word": " يكون", "probability": 0.748291015625}, {"start": 934.97, "end": 935.35, "word": " طوله", "probability": 0.9895833333333334}, {"start": 935.35, "end": 935.97, "word": " ثابت", "probability": 0.9954427083333334}, {"start": 935.97, "end": 936.29, "word": " وهذا", "probability": 0.687744140625}, {"start": 936.29, "end": 936.39, "word": " اللي", "probability": 0.693603515625}, {"start": 936.39, "end": 936.51, "word": " احنا", "probability": 0.6911214192708334}, {"start": 936.51, "end": 936.87, "word": " نعكس", "probability": 0.8558349609375}, {"start": 936.87, "end": 937.07, "word": " فيها", "probability": 0.885009765625}, {"start": 937.07, "end": 937.37, "word": " شوية", "probability": 0.7257486979166666}, {"start": 937.37, "end": 937.81, "word": " طبيعة", "probability": 0.8849283854166666}, {"start": 937.81, "end": 938.57, "word": " هذا", "probability": 0.08709716796875}, {"start": 938.57, "end": 938.67, "word": " اللي", "probability": 0.94287109375}, {"start": 938.67, "end": 938.75, "word": " احنا", "probability": 0.8868815104166666}, {"start": 938.75, "end": 939.01, "word": " نعكس", "probability": 0.9903564453125}, {"start": 939.01, "end": 939.15, "word": " فيها", "probability": 0.892578125}, {"start": 939.15, "end": 939.37, "word": " شوية", "probability": 0.9606119791666666}, {"start": 939.37, "end": 939.79, "word": " طبيعة", "probability": 0.9404296875}, {"start": 939.79, "end": 940.21, "word": " ان", "probability": 0.4501953125}, {"start": 940.21, "end": 940.45, "word": " هنا", "probability": 0.666015625}, {"start": 940.45, "end": 940.61, "word": " لأ", "probability": 0.6949462890625}, {"start": 940.61, "end": 940.73, "word": " احنا", "probability": 0.8544921875}, {"start": 940.73, "end": 940.93, "word": " بدنا", "probability": 0.835693359375}, {"start": 940.93, "end": 941.15, "word": " يكون", "probability": 0.814697265625}, {"start": 941.15, "end": 941.35, "word": " عندنا", "probability": 0.6998291015625}, {"start": 941.35, "end": 941.67, "word": " ثابت", "probability": 0.9933268229166666}, {"start": 941.67, "end": 941.93, "word": " عشان", "probability": 0.9547526041666666}, {"start": 941.93, "end": 942.05, "word": " ما", "probability": 0.78466796875}, {"start": 942.05, "end": 942.43, "word": " ندخلش", "probability": 0.95869140625}, {"start": 942.43, "end": 942.61, "word": " في", "probability": 0.96240234375}, {"start": 942.61, "end": 943.35, "word": " غلبة", "probability": 0.8258463541666666}, {"start": 943.35, "end": 943.75, "word": " اكتر", "probability": 0.904541015625}, {"start": 943.75, "end": 944.15, "word": " في", "probability": 0.76416015625}, {"start": 944.15, "end": 944.41, "word": " الحل", "probability": 0.920654296875}, {"start": 944.41, "end": 945.11, "word": " فهتكون", "probability": 0.77978515625}, {"start": 945.11, "end": 945.71, "word": " ثابت", "probability": 0.9951171875}, {"start": 945.71, "end": 946.25, "word": " الشغل", "probability": 0.85986328125}, {"start": 946.25, "end": 946.55, "word": " التاني", "probability": 0.95556640625}, {"start": 946.55, "end": 946.69, "word": " من", "probability": 0.9638671875}, {"start": 946.69, "end": 946.77, "word": " ال", "probability": 0.91259765625}, {"start": 946.77, "end": 947.41, "word": " initialization", "probability": 0.736572265625}, {"start": 947.41, "end": 947.53, "word": " اللي", "probability": 0.9619140625}, {"start": 947.53, "end": 947.61, "word": " انا", "probability": 0.694091796875}, {"start": 947.61, "end": 947.97, "word": " محتاجه", "probability": 0.97509765625}, {"start": 947.97, "end": 948.05, "word": " اللي", "probability": 0.81787109375}, {"start": 948.05, "end": 948.17, "word": " هو", "probability": 0.98681640625}, {"start": 948.17, "end": 948.29, "word": " ال", "probability": 0.42724609375}, {"start": 948.29, "end": 948.47, "word": " size", "probability": 0.77294921875}, {"start": 948.47, "end": 948.65, "word": " of", "probability": 0.966796875}, {"start": 948.65, "end": 949.05, "word": " chromosome", "probability": 0.395263671875}, {"start": 949.05, "end": 949.73, "word": " population", "probability": 0.94189453125}, {"start": 949.73, "end": 950.67, "word": " ال", "probability": 0.7275390625}, {"start": 950.67, "end": 951.43, "word": " population", "probability": 0.9814453125}, {"start": 951.43, "end": 952.27, "word": " تبعتنا", "probability": 0.9202880859375}, {"start": 952.27, "end": 952.81, "word": " n", "probability": 0.37744140625}, {"start": 952.81, "end": 953.43, "word": " فانا", "probability": 0.8919270833333334}, {"start": 953.43, "end": 953.81, "word": " معناته", "probability": 0.9864908854166666}], "temperature": 1.0}, {"id": 45, "seek": 98369, "start": 954.51, "end": 983.69, "text": "في كل جيل بده يكون عنده N population وهذه برضه مش طبيعية أو مختلفة عن الـnatural أو الطبيعي الـnatural الطبيعي لأ هي ال population تبعتنا بتزيد .. بتزيد وهذه عاملة أحد المشاكل في العالم إن الزيادة ممكن تكون معادلات شوية صعبة فالكوكب مش عارفين أن أي زيادة ممكن يظل متحمل عدد البشر في بعض الأماكن أحيانا خصوصا بالنسبة للدول اللي مغلقة", "tokens": [41185, 28242, 10874, 26895, 47525, 3224, 7251, 30544, 43242, 3224, 426, 4415, 37037, 24192, 4724, 43042, 3224, 37893, 23032, 21292, 3615, 10632, 34051, 3714, 46456, 46538, 3660, 18871, 2423, 39184, 16296, 34051, 41950, 21292, 3615, 1829, 2423, 39184, 16296, 41950, 21292, 3615, 1829, 5296, 10721, 39896, 2423, 4415, 6055, 3555, 34268, 8315, 39894, 11622, 25708, 4386, 39894, 11622, 25708, 37037, 24192, 6225, 10943, 37977, 5551, 24401, 9673, 8592, 995, 28820, 8978, 18863, 45340, 36145, 6024, 110, 1829, 18513, 3660, 3714, 43020, 6055, 30544, 20449, 18513, 1211, 9307, 13412, 2407, 10632, 20328, 3615, 49401, 6156, 6027, 4117, 2407, 4117, 3555, 37893, 6225, 9640, 5172, 9957, 14739, 36632, 30767, 1829, 18513, 3660, 3714, 43020, 7251, 19913, 1211, 44650, 35571, 1211, 6225, 3215, 3215, 29739, 46309, 8978, 45030, 11242, 16247, 15042, 19452, 5551, 5016, 1829, 7649, 995, 16490, 9381, 2407, 9381, 995, 20666, 1863, 35457, 3660, 24976, 3215, 12610, 13672, 1829, 3714, 17082, 1211, 28671], "avg_logprob": -0.15951797229791778, "compression_ratio": 1.9417808219178083, "no_speech_prob": 1.1324882507324219e-06, "words": [{"start": 954.51, "end": 954.79, "word": "في", "probability": 0.80078125}, {"start": 954.79, "end": 955.03, "word": " كل", "probability": 0.982421875}, {"start": 955.03, "end": 955.25, "word": " جيل", "probability": 0.960693359375}, {"start": 955.25, "end": 955.45, "word": " بده", "probability": 0.2672119140625}, {"start": 955.45, "end": 955.61, "word": " يكون", "probability": 0.97705078125}, {"start": 955.61, "end": 956.11, "word": " عنده", "probability": 0.79931640625}, {"start": 956.11, "end": 956.49, "word": " N", "probability": 0.13623046875}, {"start": 956.49, "end": 957.21, "word": " population", "probability": 0.84375}, {"start": 957.21, "end": 958.21, "word": " وهذه", "probability": 0.52490234375}, {"start": 958.21, "end": 958.69, "word": " برضه", "probability": 0.8507486979166666}, {"start": 958.69, "end": 959.45, "word": " مش", "probability": 0.958984375}, {"start": 959.45, "end": 960.13, "word": " طبيعية", "probability": 0.9866943359375}, {"start": 960.13, "end": 960.95, "word": " أو", "probability": 0.6484375}, {"start": 960.95, "end": 961.75, "word": " مختلفة", "probability": 0.9859619140625}, {"start": 961.75, "end": 961.91, "word": " عن", "probability": 0.9609375}, {"start": 961.91, "end": 962.75, "word": " الـnatural", "probability": 0.582275390625}, {"start": 962.75, "end": 963.29, "word": " أو", "probability": 0.798828125}, {"start": 963.29, "end": 963.85, "word": " الطبيعي", "probability": 0.9774169921875}, {"start": 963.85, "end": 964.75, "word": " الـnatural", "probability": 0.85009765625}, {"start": 964.75, "end": 965.27, "word": " الطبيعي", "probability": 0.9599609375}, {"start": 965.27, "end": 965.51, "word": " لأ", "probability": 0.9169921875}, {"start": 965.51, "end": 965.69, "word": " هي", "probability": 0.80029296875}, {"start": 965.69, "end": 965.91, "word": " ال", "probability": 0.92431640625}, {"start": 965.91, "end": 967.17, "word": " population", "probability": 0.82763671875}, {"start": 967.17, "end": 967.87, "word": " تبعتنا", "probability": 0.8250732421875}, {"start": 967.87, "end": 968.69, "word": " بتزيد", "probability": 0.966796875}, {"start": 968.69, "end": 968.97, "word": " ..", "probability": 0.367431640625}, {"start": 968.97, "end": 969.39, "word": " بتزيد", "probability": 0.8562825520833334}, {"start": 969.39, "end": 969.63, "word": " وهذه", "probability": 0.762451171875}, {"start": 969.63, "end": 970.05, "word": " عاملة", "probability": 0.9361979166666666}, {"start": 970.05, "end": 970.29, "word": " أحد", "probability": 0.93017578125}, {"start": 970.29, "end": 970.77, "word": " المشاكل", "probability": 0.9892578125}, {"start": 970.77, "end": 970.97, "word": " في", "probability": 0.7197265625}, {"start": 970.97, "end": 971.43, "word": " العالم", "probability": 0.993408203125}, {"start": 971.43, "end": 971.81, "word": " إن", "probability": 0.3232421875}, {"start": 971.81, "end": 972.37, "word": " الزيادة", "probability": 0.9169921875}, {"start": 972.37, "end": 973.29, "word": " ممكن", "probability": 0.9765625}, {"start": 973.29, "end": 973.77, "word": " تكون", "probability": 0.991943359375}, {"start": 973.77, "end": 974.75, "word": " معادلات", "probability": 0.981689453125}, {"start": 974.75, "end": 975.41, "word": " شوية", "probability": 0.8152669270833334}, {"start": 975.41, "end": 975.81, "word": " صعبة", "probability": 0.9969075520833334}, {"start": 975.81, "end": 977.07, "word": " فالكوكب", "probability": 0.9545084635416666}, {"start": 977.07, "end": 977.45, "word": " مش", "probability": 0.9697265625}, {"start": 977.45, "end": 977.77, "word": " عارفين", "probability": 0.8267822265625}, {"start": 977.77, "end": 977.87, "word": " أن", "probability": 0.1900634765625}, {"start": 977.87, "end": 978.09, "word": " أي", "probability": 0.564453125}, {"start": 978.09, "end": 978.53, "word": " زيادة", "probability": 0.99365234375}, {"start": 978.53, "end": 978.81, "word": " ممكن", "probability": 0.972412109375}, {"start": 978.81, "end": 979.05, "word": " يظل", "probability": 0.805419921875}, {"start": 979.05, "end": 979.61, "word": " متحمل", "probability": 0.9542643229166666}, {"start": 979.61, "end": 980.13, "word": " عدد", "probability": 0.9905598958333334}, {"start": 980.13, "end": 980.47, "word": " البشر", "probability": 0.99560546875}, {"start": 980.47, "end": 980.65, "word": " في", "probability": 0.953125}, {"start": 980.65, "end": 980.85, "word": " بعض", "probability": 0.985595703125}, {"start": 980.85, "end": 981.33, "word": " الأماكن", "probability": 0.99365234375}, {"start": 981.33, "end": 981.79, "word": " أحيانا", "probability": 0.95712890625}, {"start": 981.79, "end": 982.19, "word": " خصوصا", "probability": 0.96689453125}, {"start": 982.19, "end": 982.57, "word": " بالنسبة", "probability": 0.9434814453125}, {"start": 982.57, "end": 982.87, "word": " للدول", "probability": 0.9734700520833334}, {"start": 982.87, "end": 983.01, "word": " اللي", "probability": 0.911865234375}, {"start": 983.01, "end": 983.69, "word": " مغلقة", "probability": 0.8717041015625}], "temperature": 1.0}, {"id": 46, "seek": 100912, "start": 984.06, "end": 1009.12, "text": "مسكرة حدود او اشي فالزيادات دي عندنا هندسيا او رياضيا هنقول ان هي قيمتها دايما N فانا هعمل generation بقيمة N فقط مش حاجة و ده ازود مش هنجب ان ازود بعدين هنعمل عملية crossover probability برضه parameter مهم جدا جداش احتمالية ان يصير فيه المزاوجة دي بمعنى انه جداش احتمالية نقل الجينات للجيل القادم", "tokens": [2304, 3794, 4117, 25720, 11331, 3215, 23328, 1975, 2407, 1975, 8592, 1829, 6156, 6027, 11622, 1829, 18513, 9307, 11778, 1829, 43242, 8315, 8032, 41260, 3794, 25528, 1975, 2407, 12602, 1829, 46958, 25528, 8032, 1863, 39648, 16472, 39896, 12174, 32640, 2655, 11296, 11778, 47302, 15042, 426, 6156, 7649, 995, 8032, 25957, 1211, 5125, 4724, 4587, 32640, 3660, 426, 6156, 47432, 37893, 11331, 26108, 3660, 4032, 11778, 3224, 1975, 11622, 23328, 37893, 8032, 1863, 7435, 3555, 16472, 1975, 11622, 23328, 39182, 9957, 8032, 1863, 25957, 1211, 6225, 42213, 10632, 33837, 8482, 4724, 43042, 3224, 13075, 3714, 16095, 10874, 28259, 10874, 3215, 33599, 1975, 33753, 2304, 6027, 10632, 16472, 7251, 9381, 13546, 8978, 3224, 9673, 11622, 995, 29245, 3660, 11778, 1829, 4724, 2304, 3615, 1863, 7578, 16472, 3224, 10874, 3215, 33599, 1975, 33753, 2304, 6027, 10632, 8717, 4587, 1211, 25724, 1829, 8315, 2655, 24976, 7435, 26895, 25062, 18513, 2304], "avg_logprob": -0.13573554442042396, "compression_ratio": 1.7949640287769784, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 984.06, "end": 984.88, "word": "مسكرة", "probability": 0.5933837890625}, {"start": 984.88, "end": 985.2, "word": " حدود", "probability": 0.9778645833333334}, {"start": 985.2, "end": 985.4, "word": " او", "probability": 0.764404296875}, {"start": 985.4, "end": 985.76, "word": " اشي", "probability": 0.74560546875}, {"start": 985.76, "end": 986.88, "word": " فالزيادات", "probability": 0.8870442708333334}, {"start": 986.88, "end": 987.58, "word": " دي", "probability": 0.729736328125}, {"start": 987.58, "end": 988.88, "word": " عندنا", "probability": 0.819580078125}, {"start": 988.88, "end": 989.78, "word": " هندسيا", "probability": 0.9580078125}, {"start": 989.78, "end": 989.94, "word": " او", "probability": 0.96533203125}, {"start": 989.94, "end": 990.38, "word": " رياضيا", "probability": 0.98291015625}, {"start": 990.38, "end": 990.72, "word": " هنقول", "probability": 0.7599283854166666}, {"start": 990.72, "end": 990.84, "word": " ان", "probability": 0.8759765625}, {"start": 990.84, "end": 990.96, "word": " هي", "probability": 0.50341796875}, {"start": 990.96, "end": 991.34, "word": " قيمتها", "probability": 0.973876953125}, {"start": 991.34, "end": 991.56, "word": " دايما", "probability": 0.833984375}, {"start": 991.56, "end": 991.82, "word": " N", "probability": 0.59619140625}, {"start": 991.82, "end": 992.64, "word": " فانا", "probability": 0.9169921875}, {"start": 992.64, "end": 992.9, "word": " هعمل", "probability": 0.9822591145833334}, {"start": 992.9, "end": 993.42, "word": " generation", "probability": 0.84912109375}, {"start": 993.42, "end": 993.94, "word": " بقيمة", "probability": 0.9583740234375}, {"start": 993.94, "end": 994.1, "word": " N", "probability": 0.921875}, {"start": 994.1, "end": 994.62, "word": " فقط", "probability": 0.991455078125}, {"start": 994.62, "end": 994.96, "word": " مش", "probability": 0.9384765625}, {"start": 994.96, "end": 995.14, "word": " حاجة", "probability": 0.9856770833333334}, {"start": 995.14, "end": 995.2, "word": " و", "probability": 0.27734375}, {"start": 995.2, "end": 995.24, "word": " ده", "probability": 0.6319580078125}, {"start": 995.24, "end": 995.62, "word": " ازود", "probability": 0.8575846354166666}, {"start": 995.62, "end": 996.64, "word": " مش", "probability": 0.8935546875}, {"start": 996.64, "end": 996.8, "word": " هنجب", "probability": 0.74066162109375}, {"start": 996.8, "end": 996.88, "word": " ان", "probability": 0.83447265625}, {"start": 996.88, "end": 997.16, "word": " ازود", "probability": 0.9656575520833334}, {"start": 997.16, "end": 997.82, "word": " بعدين", "probability": 0.878662109375}, {"start": 997.82, "end": 998.2, "word": " هنعمل", "probability": 0.9830322265625}, {"start": 998.2, "end": 998.46, "word": " عملية", "probability": 0.98876953125}, {"start": 998.46, "end": 998.92, "word": " crossover", "probability": 0.70751953125}, {"start": 998.92, "end": 999.74, "word": " probability", "probability": 0.95751953125}, {"start": 999.74, "end": 1000.28, "word": " برضه", "probability": 0.9599609375}, {"start": 1000.28, "end": 1000.7, "word": " parameter", "probability": 0.76220703125}, {"start": 1000.7, "end": 1000.98, "word": " مهم", "probability": 0.986572265625}, {"start": 1000.98, "end": 1001.34, "word": " جدا", "probability": 0.998046875}, {"start": 1001.34, "end": 1001.9, "word": " جداش", "probability": 0.7347005208333334}, {"start": 1001.9, "end": 1002.52, "word": " احتمالية", "probability": 0.98525390625}, {"start": 1002.52, "end": 1002.68, "word": " ان", "probability": 0.8935546875}, {"start": 1002.68, "end": 1002.98, "word": " يصير", "probability": 0.90771484375}, {"start": 1002.98, "end": 1003.5, "word": " فيه", "probability": 0.712646484375}, {"start": 1003.5, "end": 1004.26, "word": " المزاوجة", "probability": 0.95185546875}, {"start": 1004.26, "end": 1004.74, "word": " دي", "probability": 0.78125}, {"start": 1004.74, "end": 1005.34, "word": " بمعنى", "probability": 0.96298828125}, {"start": 1005.34, "end": 1005.82, "word": " انه", "probability": 0.927490234375}, {"start": 1005.82, "end": 1006.22, "word": " جداش", "probability": 0.982421875}, {"start": 1006.22, "end": 1006.74, "word": " احتمالية", "probability": 0.99501953125}, {"start": 1006.74, "end": 1007.18, "word": " نقل", "probability": 0.9728190104166666}, {"start": 1007.18, "end": 1007.9, "word": " الجينات", "probability": 0.9254150390625}, {"start": 1007.9, "end": 1008.6, "word": " للجيل", "probability": 0.958984375}, {"start": 1008.6, "end": 1009.12, "word": " القادم", "probability": 0.9943033854166666}], "temperature": 1.0}, {"id": 47, "seek": 103114, "start": 1009.78, "end": 1031.14, "text": "هل ممكن يكون مثلا تصير عملية استنساخ كامل؟ ماحدش بيعرف، هنشوف هذه كلها ال probabilities هذه بدنا ناخدها في الحساب، بس هذه كلها parameters أنا محتاج أكون محددها مسبقا، محددينها مسبقا، زائد probability مهمة جدا في الآخر، اللي هي ال mutation probability أو احتمالية الطفرة", "tokens": [3224, 1211, 3714, 43020, 7251, 30544, 50113, 15040, 6055, 9381, 13546, 6225, 42213, 10632, 44713, 1863, 3794, 47283, 9122, 10943, 1211, 22807, 19446, 24401, 8592, 4724, 40228, 28480, 12399, 8032, 1863, 8592, 38688, 29538, 28242, 11296, 2423, 33783, 29538, 47525, 8315, 8717, 47283, 3215, 11296, 8978, 21542, 3794, 16758, 12399, 4724, 3794, 29538, 28242, 11296, 9834, 41850, 3714, 33753, 26108, 5551, 30544, 3714, 24401, 3215, 11296, 3714, 35457, 4587, 995, 12399, 3714, 24401, 3215, 9957, 11296, 3714, 35457, 4587, 995, 12399, 30767, 16373, 3215, 8482, 3714, 16095, 3660, 10874, 28259, 8978, 6024, 95, 34740, 12399, 13672, 1829, 39896, 2423, 27960, 8482, 34051, 1975, 33753, 2304, 6027, 10632, 41950, 5172, 25720], "avg_logprob": -0.10508164360716536, "compression_ratio": 1.7569721115537849, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1009.78, "end": 1010.12, "word": "هل", "probability": 0.95166015625}, {"start": 1010.12, "end": 1010.36, "word": " ممكن", "probability": 0.956787109375}, {"start": 1010.36, "end": 1010.64, "word": " يكون", "probability": 0.9482421875}, {"start": 1010.64, "end": 1011.0, "word": " مثلا", "probability": 0.86962890625}, {"start": 1011.0, "end": 1012.46, "word": " تصير", "probability": 0.84521484375}, {"start": 1012.46, "end": 1012.9, "word": " عملية", "probability": 0.9788411458333334}, {"start": 1012.9, "end": 1013.98, "word": " استنساخ", "probability": 0.8936767578125}, {"start": 1013.98, "end": 1014.66, "word": " كامل؟", "probability": 0.850830078125}, {"start": 1014.66, "end": 1014.94, "word": " ماحدش", "probability": 0.9085286458333334}, {"start": 1014.94, "end": 1015.46, "word": " بيعرف،", "probability": 0.773193359375}, {"start": 1015.46, "end": 1015.82, "word": " هنشوف", "probability": 0.9583740234375}, {"start": 1015.82, "end": 1015.96, "word": " هذه", "probability": 0.6591796875}, {"start": 1015.96, "end": 1016.48, "word": " كلها", "probability": 0.973876953125}, {"start": 1016.48, "end": 1016.94, "word": " ال", "probability": 0.94677734375}, {"start": 1016.94, "end": 1017.42, "word": " probabilities", "probability": 0.712890625}, {"start": 1017.42, "end": 1017.88, "word": " هذه", "probability": 0.783203125}, {"start": 1017.88, "end": 1019.02, "word": " بدنا", "probability": 0.88720703125}, {"start": 1019.02, "end": 1019.4, "word": " ناخدها", "probability": 0.98779296875}, {"start": 1019.4, "end": 1019.52, "word": " في", "probability": 0.95361328125}, {"start": 1019.52, "end": 1019.88, "word": " الحساب،", "probability": 0.9119873046875}, {"start": 1019.88, "end": 1020.0, "word": " بس", "probability": 0.993896484375}, {"start": 1020.0, "end": 1020.18, "word": " هذه", "probability": 0.8642578125}, {"start": 1020.18, "end": 1020.58, "word": " كلها", "probability": 0.98681640625}, {"start": 1020.58, "end": 1022.04, "word": " parameters", "probability": 0.85986328125}, {"start": 1022.04, "end": 1022.28, "word": " أنا", "probability": 0.7529296875}, {"start": 1022.28, "end": 1022.64, "word": " محتاج", "probability": 0.9928385416666666}, {"start": 1022.64, "end": 1022.86, "word": " أكون", "probability": 0.920166015625}, {"start": 1022.86, "end": 1023.3, "word": " محددها", "probability": 0.9813232421875}, {"start": 1023.3, "end": 1023.98, "word": " مسبقا،", "probability": 0.85888671875}, {"start": 1023.98, "end": 1024.48, "word": " محددينها", "probability": 0.919921875}, {"start": 1024.48, "end": 1025.16, "word": " مسبقا،", "probability": 0.9380859375}, {"start": 1025.16, "end": 1025.6, "word": " زائد", "probability": 0.8346354166666666}, {"start": 1025.6, "end": 1026.4, "word": " probability", "probability": 0.84716796875}, {"start": 1026.4, "end": 1026.82, "word": " مهمة", "probability": 0.8592122395833334}, {"start": 1026.82, "end": 1027.06, "word": " جدا", "probability": 0.990234375}, {"start": 1027.06, "end": 1027.18, "word": " في", "probability": 0.97802734375}, {"start": 1027.18, "end": 1027.58, "word": " الآخر،", "probability": 0.866455078125}, {"start": 1027.58, "end": 1027.64, "word": " اللي", "probability": 0.98583984375}, {"start": 1027.64, "end": 1027.72, "word": " هي", "probability": 0.9365234375}, {"start": 1027.72, "end": 1028.02, "word": " ال", "probability": 0.89208984375}, {"start": 1028.02, "end": 1028.48, "word": " mutation", "probability": 0.95166015625}, {"start": 1028.48, "end": 1029.2, "word": " probability", "probability": 0.9755859375}, {"start": 1029.2, "end": 1029.78, "word": " أو", "probability": 0.68017578125}, {"start": 1029.78, "end": 1030.62, "word": " احتمالية", "probability": 0.9685546875}, {"start": 1030.62, "end": 1031.14, "word": " الطفرة", "probability": 0.9314778645833334}], "temperature": 1.0}, {"id": 48, "seek": 104505, "start": 1031.73, "end": 1045.05, "text": "برضه هذه القيمة بدي أعطيها بحيث انه بناء عليها اشوف امتى فيه احتمالية انه يصير طفرة وامتى لا انا مش محتاج اعمل طفرة هذا الخطوة الأولى ان نعمل initialization لكل ال parameters الممكنة", "tokens": [3555, 43042, 3224, 29538, 25062, 32640, 3660, 4724, 16254, 5551, 3615, 9566, 1829, 11296, 4724, 5016, 1829, 12984, 16472, 3224, 44945, 16606, 25894, 11296, 1975, 8592, 38688, 1975, 2304, 49975, 8978, 3224, 1975, 33753, 2304, 6027, 10632, 16472, 3224, 7251, 9381, 13546, 23032, 5172, 25720, 4032, 10943, 49975, 20193, 1975, 8315, 37893, 3714, 33753, 26108, 1975, 25957, 1211, 23032, 5172, 25720, 23758, 33962, 9566, 2407, 3660, 16247, 12610, 7578, 16472, 8717, 25957, 1211, 5883, 2144, 5296, 28820, 2423, 9834, 9673, 43020, 3660], "avg_logprob": -0.24454065762370467, "compression_ratio": 1.5323383084577114, "no_speech_prob": 1.1920928955078125e-06, "words": [{"start": 1031.73, "end": 1032.05, "word": "برضه", "probability": 0.689453125}, {"start": 1032.05, "end": 1032.21, "word": " هذه", "probability": 0.630859375}, {"start": 1032.21, "end": 1032.53, "word": " القيمة", "probability": 0.9080403645833334}, {"start": 1032.53, "end": 1032.67, "word": " بدي", "probability": 0.4180908203125}, {"start": 1032.67, "end": 1033.63, "word": " أعطيها", "probability": 0.762841796875}, {"start": 1033.63, "end": 1034.35, "word": " بحيث", "probability": 0.9437255859375}, {"start": 1034.35, "end": 1034.71, "word": " انه", "probability": 0.6441650390625}, {"start": 1034.71, "end": 1035.29, "word": " بناء", "probability": 0.865966796875}, {"start": 1035.29, "end": 1035.59, "word": " عليها", "probability": 0.906005859375}, {"start": 1035.59, "end": 1036.15, "word": " اشوف", "probability": 0.7472330729166666}, {"start": 1036.15, "end": 1036.85, "word": " امتى", "probability": 0.8935546875}, {"start": 1036.85, "end": 1037.07, "word": " فيه", "probability": 0.5855712890625}, {"start": 1037.07, "end": 1037.43, "word": " احتمالية", "probability": 0.9646484375}, {"start": 1037.43, "end": 1037.63, "word": " انه", "probability": 0.6070556640625}, {"start": 1037.63, "end": 1037.83, "word": " يصير", "probability": 0.8072916666666666}, {"start": 1037.83, "end": 1038.31, "word": " طفرة", "probability": 0.8199869791666666}, {"start": 1038.31, "end": 1038.85, "word": " وامتى", "probability": 0.7325846354166666}, {"start": 1038.85, "end": 1038.95, "word": " لا", "probability": 0.4541015625}, {"start": 1038.95, "end": 1039.07, "word": " انا", "probability": 0.841796875}, {"start": 1039.07, "end": 1039.19, "word": " مش", "probability": 0.9345703125}, {"start": 1039.19, "end": 1039.49, "word": " محتاج", "probability": 0.9835611979166666}, {"start": 1039.49, "end": 1039.71, "word": " اعمل", "probability": 0.8463541666666666}, {"start": 1039.71, "end": 1040.01, "word": " طفرة", "probability": 0.9933268229166666}, {"start": 1040.01, "end": 1040.67, "word": " هذا", "probability": 0.2464599609375}, {"start": 1040.67, "end": 1041.03, "word": " الخطوة", "probability": 0.9051513671875}, {"start": 1041.03, "end": 1041.33, "word": " الأولى", "probability": 0.9207356770833334}, {"start": 1041.33, "end": 1041.45, "word": " ان", "probability": 0.476318359375}, {"start": 1041.45, "end": 1041.71, "word": " نعمل", "probability": 0.8935546875}, {"start": 1041.71, "end": 1043.55, "word": " initialization", "probability": 0.85498046875}, {"start": 1043.55, "end": 1043.93, "word": " لكل", "probability": 0.7216796875}, {"start": 1043.93, "end": 1044.05, "word": " ال", "probability": 0.9326171875}, {"start": 1044.05, "end": 1044.43, "word": " parameters", "probability": 0.91064453125}, {"start": 1044.43, "end": 1045.05, "word": " الممكنة", "probability": 0.9754231770833334}], "temperature": 1.0}, {"id": 49, "seek": 106429, "start": 1045.71, "end": 1064.29, "text": "بعد ذلك step number two ان اعمل fitness function اعرف ال fitness function هي ايش ال fitness function اللي بديها هل انا بدي اعمل minimize لل cost مثلا او كل شكلة ال cost كل ال parameter او كل المتغير ال ال quantities اللي ممكن احطها مع", "tokens": [3555, 22488, 29910, 23275, 1823, 1230, 732, 16472, 1975, 25957, 1211, 15303, 2445, 1975, 3615, 28480, 2423, 15303, 2445, 39896, 1975, 1829, 8592, 2423, 15303, 2445, 13672, 1829, 4724, 16254, 11296, 8032, 1211, 1975, 8315, 4724, 16254, 1975, 25957, 1211, 17522, 24976, 2063, 50113, 15040, 1975, 2407, 28242, 13412, 28820, 3660, 2423, 2063, 28242, 2423, 13075, 1975, 2407, 28242, 9673, 2655, 17082, 13546, 2423, 2423, 22927, 13672, 1829, 3714, 43020, 1975, 5016, 9566, 11296, 20449], "avg_logprob": -0.17351973311681496, "compression_ratio": 1.6923076923076923, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 1045.71, "end": 1046.09, "word": "بعد", "probability": 0.891845703125}, {"start": 1046.09, "end": 1046.39, "word": " ذلك", "probability": 0.992431640625}, {"start": 1046.39, "end": 1047.05, "word": " step", "probability": 0.7763671875}, {"start": 1047.05, "end": 1047.29, "word": " number", "probability": 0.8740234375}, {"start": 1047.29, "end": 1047.57, "word": " two", "probability": 0.78857421875}, {"start": 1047.57, "end": 1047.95, "word": " ان", "probability": 0.460205078125}, {"start": 1047.95, "end": 1048.43, "word": " اعمل", "probability": 0.8570963541666666}, {"start": 1048.43, "end": 1048.97, "word": " fitness", "probability": 0.9736328125}, {"start": 1048.97, "end": 1049.41, "word": " function", "probability": 0.9677734375}, {"start": 1049.41, "end": 1050.05, "word": " اعرف", "probability": 0.7596028645833334}, {"start": 1050.05, "end": 1050.17, "word": " ال", "probability": 0.70556640625}, {"start": 1050.17, "end": 1050.41, "word": " fitness", "probability": 0.97705078125}, {"start": 1050.41, "end": 1050.85, "word": " function", "probability": 0.958984375}, {"start": 1050.85, "end": 1051.27, "word": " هي", "probability": 0.81396484375}, {"start": 1051.27, "end": 1051.59, "word": " ايش", "probability": 0.7955729166666666}, {"start": 1051.59, "end": 1051.71, "word": " ال", "probability": 0.9345703125}, {"start": 1051.71, "end": 1051.95, "word": " fitness", "probability": 0.99072265625}, {"start": 1051.95, "end": 1052.27, "word": " function", "probability": 0.94873046875}, {"start": 1052.27, "end": 1052.39, "word": " اللي", "probability": 0.90087890625}, {"start": 1052.39, "end": 1052.81, "word": " بديها", "probability": 0.7906901041666666}, {"start": 1052.81, "end": 1053.15, "word": " هل", "probability": 0.849853515625}, {"start": 1053.15, "end": 1053.23, "word": " انا", "probability": 0.881591796875}, {"start": 1053.23, "end": 1053.43, "word": " بدي", "probability": 0.87060546875}, {"start": 1053.43, "end": 1053.63, "word": " اعمل", "probability": 0.9599609375}, {"start": 1053.63, "end": 1054.41, "word": " minimize", "probability": 0.7041015625}, {"start": 1054.41, "end": 1055.39, "word": " لل", "probability": 0.625}, {"start": 1055.39, "end": 1055.81, "word": " cost", "probability": 0.85693359375}, {"start": 1055.81, "end": 1056.23, "word": " مثلا", "probability": 0.973388671875}, {"start": 1056.23, "end": 1056.83, "word": " او", "probability": 0.805908203125}, {"start": 1056.83, "end": 1057.17, "word": " كل", "probability": 0.9873046875}, {"start": 1057.17, "end": 1058.05, "word": " شكلة", "probability": 0.86669921875}, {"start": 1058.05, "end": 1058.21, "word": " ال", "probability": 0.9736328125}, {"start": 1058.21, "end": 1058.59, "word": " cost", "probability": 0.9189453125}, {"start": 1058.59, "end": 1059.51, "word": " كل", "probability": 0.85888671875}, {"start": 1059.51, "end": 1059.67, "word": " ال", "probability": 0.94921875}, {"start": 1059.67, "end": 1060.13, "word": " parameter", "probability": 0.94384765625}, {"start": 1060.13, "end": 1060.43, "word": " او", "probability": 0.828369140625}, {"start": 1060.43, "end": 1060.63, "word": " كل", "probability": 0.9033203125}, {"start": 1060.63, "end": 1061.11, "word": " المتغير", "probability": 0.78070068359375}, {"start": 1061.11, "end": 1061.43, "word": " ال", "probability": 0.89404296875}, {"start": 1061.43, "end": 1062.29, "word": " ال", "probability": 0.62744140625}, {"start": 1062.29, "end": 1062.97, "word": " quantities", "probability": 0.399658203125}, {"start": 1062.97, "end": 1063.29, "word": " اللي", "probability": 0.946533203125}, {"start": 1063.29, "end": 1063.55, "word": " ممكن", "probability": 0.98388671875}, {"start": 1063.55, "end": 1064.05, "word": " احطها", "probability": 0.9493408203125}, {"start": 1064.05, "end": 1064.29, "word": " مع", "probability": 0.99560546875}], "temperature": 1.0}, {"id": 50, "seek": 108032, "start": 1064.94, "end": 1080.32, "text": "كلمة cost فكله بدي أعمله minimize أو بدي أحطها مع كيس ال performance فبدي أعملها maximize فهذه محتاجة أعرفها بشكل دقيق الشكل المعادلة هذه اللي بدي أعملها maximize or minimize أو أحصل على ال optimal solution بتاعتها", "tokens": [4117, 19528, 3660, 2063, 6156, 28820, 3224, 4724, 16254, 5551, 25957, 43761, 17522, 34051, 4724, 16254, 5551, 5016, 9566, 11296, 20449, 9122, 1829, 3794, 2423, 3389, 6156, 3555, 16254, 5551, 25957, 1211, 11296, 19874, 6156, 3224, 24192, 3714, 33753, 26108, 3660, 5551, 3615, 28480, 11296, 4724, 8592, 28820, 11778, 38436, 4587, 25124, 28820, 9673, 3615, 18513, 37977, 29538, 13672, 1829, 4724, 16254, 5551, 25957, 1211, 11296, 19874, 420, 17522, 34051, 5551, 5016, 36520, 15844, 2423, 16252, 3827, 39894, 995, 34268, 11296], "avg_logprob": -0.17216081899113772, "compression_ratio": 1.7172774869109948, "no_speech_prob": 8.344650268554688e-07, "words": [{"start": 1064.94, "end": 1065.32, "word": "كلمة", "probability": 0.79638671875}, {"start": 1065.32, "end": 1065.62, "word": " cost", "probability": 0.8037109375}, {"start": 1065.62, "end": 1066.0, "word": " فكله", "probability": 0.7236328125}, {"start": 1066.0, "end": 1066.18, "word": " بدي", "probability": 0.566162109375}, {"start": 1066.18, "end": 1066.5, "word": " أعمله", "probability": 0.771484375}, {"start": 1066.5, "end": 1066.94, "word": " minimize", "probability": 0.3447265625}, {"start": 1066.94, "end": 1067.52, "word": " أو", "probability": 0.82373046875}, {"start": 1067.52, "end": 1067.7, "word": " بدي", "probability": 0.933837890625}, {"start": 1067.7, "end": 1068.0, "word": " أحطها", "probability": 0.9339599609375}, {"start": 1068.0, "end": 1068.16, "word": " مع", "probability": 0.732421875}, {"start": 1068.16, "end": 1068.58, "word": " كيس", "probability": 0.9679361979166666}, {"start": 1068.58, "end": 1068.82, "word": " ال", "probability": 0.88427734375}, {"start": 1068.82, "end": 1069.64, "word": " performance", "probability": 0.9111328125}, {"start": 1069.64, "end": 1070.1, "word": " فبدي", "probability": 0.76171875}, {"start": 1070.1, "end": 1070.3, "word": " أعملها", "probability": 0.9449462890625}, {"start": 1070.3, "end": 1070.8, "word": " maximize", "probability": 0.433837890625}, {"start": 1070.8, "end": 1072.0, "word": " فهذه", "probability": 0.736572265625}, {"start": 1072.0, "end": 1072.48, "word": " محتاجة", "probability": 0.93115234375}, {"start": 1072.48, "end": 1072.9, "word": " أعرفها", "probability": 0.893310546875}, {"start": 1072.9, "end": 1073.22, "word": " بشكل", "probability": 0.98486328125}, {"start": 1073.22, "end": 1073.72, "word": " دقيق", "probability": 0.9908854166666666}, {"start": 1073.72, "end": 1074.18, "word": " الشكل", "probability": 0.96240234375}, {"start": 1074.18, "end": 1074.72, "word": " المعادلة", "probability": 0.986572265625}, {"start": 1074.72, "end": 1075.04, "word": " هذه", "probability": 0.88330078125}, {"start": 1075.04, "end": 1075.42, "word": " اللي", "probability": 0.963134765625}, {"start": 1075.42, "end": 1075.56, "word": " بدي", "probability": 0.908447265625}, {"start": 1075.56, "end": 1075.8, "word": " أعملها", "probability": 0.953125}, {"start": 1075.8, "end": 1076.26, "word": " maximize", "probability": 0.483642578125}, {"start": 1076.26, "end": 1076.54, "word": " or", "probability": 0.6337890625}, {"start": 1076.54, "end": 1077.24, "word": " minimize", "probability": 0.6884765625}, {"start": 1077.24, "end": 1078.14, "word": " أو", "probability": 0.759765625}, {"start": 1078.14, "end": 1078.96, "word": " أحصل", "probability": 0.9606119791666666}, {"start": 1078.96, "end": 1079.14, "word": " على", "probability": 0.93603515625}, {"start": 1079.14, "end": 1079.22, "word": " ال", "probability": 0.8583984375}, {"start": 1079.22, "end": 1079.46, "word": " optimal", "probability": 0.8779296875}, {"start": 1079.46, "end": 1079.86, "word": " solution", "probability": 0.978515625}, {"start": 1079.86, "end": 1080.32, "word": " بتاعتها", "probability": 0.9384765625}], "temperature": 1.0}, {"id": 51, "seek": 110954, "start": 1081.3, "end": 1109.54, "text": "طبعا لقياس ال performance عشان اقيس ال performance طبعا مدن اقيس ال performance يعني هنا الفرضية ان انا بدى اعمل maximize مدن performance كويس او ال fitness بنسميها اما ال fitness function او measure of performance او fitness اختصارا و خلاص وهدى من خلالها بنعمل ال fitness هدى و بنقيسها لكل ال individual chromosome in the problem domain لكل ال", "tokens": [9566, 3555, 3615, 995, 5296, 38436, 32277, 2423, 3389, 6225, 8592, 7649, 1975, 4587, 1829, 3794, 2423, 3389, 23032, 3555, 3615, 995, 3714, 3215, 1863, 1975, 4587, 1829, 3794, 2423, 3389, 37495, 22653, 34105, 27188, 43042, 10632, 16472, 1975, 8315, 47525, 7578, 1975, 25957, 1211, 19874, 3714, 3215, 1863, 3389, 9122, 45865, 3794, 1975, 2407, 2423, 15303, 44945, 38251, 1829, 11296, 1975, 15042, 2423, 15303, 2445, 1975, 2407, 3481, 295, 3389, 1975, 2407, 15303, 1975, 46456, 9381, 9640, 995, 4032, 16490, 1211, 33546, 37037, 3215, 7578, 9154, 16490, 1211, 6027, 11296, 44945, 25957, 1211, 2423, 15303, 8032, 3215, 7578, 4032, 44945, 38436, 3794, 11296, 5296, 28820, 2423, 2609, 42896, 294, 264, 1154, 9274, 5296, 28820, 2423], "avg_logprob": -0.22008547365155995, "compression_ratio": 1.932, "no_speech_prob": 0.0, "words": [{"start": 1081.3, "end": 1081.68, "word": "طبعا", "probability": 0.733612060546875}, {"start": 1081.68, "end": 1082.5, "word": " لقياس", "probability": 0.7945963541666666}, {"start": 1082.5, "end": 1082.64, "word": " ال", "probability": 0.96484375}, {"start": 1082.64, "end": 1083.2, "word": " performance", "probability": 0.9208984375}, {"start": 1083.2, "end": 1083.84, "word": " عشان", "probability": 0.91259765625}, {"start": 1083.84, "end": 1084.1, "word": " اقيس", "probability": 0.66259765625}, {"start": 1084.1, "end": 1084.2, "word": " ال", "probability": 0.95361328125}, {"start": 1084.2, "end": 1084.7, "word": " performance", "probability": 0.96240234375}, {"start": 1084.7, "end": 1085.18, "word": " طبعا", "probability": 0.94140625}, {"start": 1085.18, "end": 1085.32, "word": " مدن", "probability": 0.4624430338541667}, {"start": 1085.32, "end": 1085.7, "word": " اقيس", "probability": 0.59686279296875}, {"start": 1085.7, "end": 1085.78, "word": " ال", "probability": 0.96337890625}, {"start": 1085.78, "end": 1086.12, "word": " performance", "probability": 0.96142578125}, {"start": 1086.12, "end": 1086.36, "word": " يعني", "probability": 0.874755859375}, {"start": 1086.36, "end": 1086.56, "word": " هنا", "probability": 0.83740234375}, {"start": 1086.56, "end": 1087.54, "word": " الفرضية", "probability": 0.9715169270833334}, {"start": 1087.54, "end": 1088.0, "word": " ان", "probability": 0.73388671875}, {"start": 1088.0, "end": 1088.12, "word": " انا", "probability": 0.8740234375}, {"start": 1088.12, "end": 1088.36, "word": " بدى", "probability": 0.451904296875}, {"start": 1088.36, "end": 1088.52, "word": " اعمل", "probability": 0.9324544270833334}, {"start": 1088.52, "end": 1089.08, "word": " maximize", "probability": 0.356201171875}, {"start": 1089.08, "end": 1090.2, "word": " مدن", "probability": 0.7213541666666666}, {"start": 1090.2, "end": 1090.8, "word": " performance", "probability": 0.88720703125}, {"start": 1090.8, "end": 1091.6, "word": " كويس", "probability": 0.81396484375}, {"start": 1091.6, "end": 1092.34, "word": " او", "probability": 0.895751953125}, {"start": 1092.34, "end": 1092.62, "word": " ال", "probability": 0.84619140625}, {"start": 1092.62, "end": 1093.08, "word": " fitness", "probability": 0.97802734375}, {"start": 1093.08, "end": 1094.26, "word": " بنسميها", "probability": 0.95263671875}, {"start": 1094.26, "end": 1094.54, "word": " اما", "probability": 0.8994140625}, {"start": 1094.54, "end": 1095.16, "word": " ال", "probability": 0.9306640625}, {"start": 1095.16, "end": 1095.46, "word": " fitness", "probability": 0.99169921875}, {"start": 1095.46, "end": 1095.96, "word": " function", "probability": 0.97216796875}, {"start": 1095.96, "end": 1096.4, "word": " او", "probability": 0.942626953125}, {"start": 1096.4, "end": 1096.98, "word": " measure", "probability": 0.9248046875}, {"start": 1096.98, "end": 1097.3, "word": " of", "probability": 0.96435546875}, {"start": 1097.3, "end": 1098.14, "word": " performance", "probability": 0.90478515625}, {"start": 1098.14, "end": 1098.36, "word": " او", "probability": 0.966552734375}, {"start": 1098.36, "end": 1098.64, "word": " fitness", "probability": 0.90966796875}, {"start": 1098.64, "end": 1099.14, "word": " اختصارا", "probability": 0.959765625}, {"start": 1099.14, "end": 1099.24, "word": " و", "probability": 0.7939453125}, {"start": 1099.24, "end": 1099.46, "word": " خلاص", "probability": 0.86376953125}, {"start": 1099.46, "end": 1100.28, "word": " وهدى", "probability": 0.5390625}, {"start": 1100.28, "end": 1100.54, "word": " من", "probability": 0.98681640625}, {"start": 1100.54, "end": 1101.12, "word": " خلالها", "probability": 0.99267578125}, {"start": 1101.12, "end": 1102.72, "word": " بنعمل", "probability": 0.9884440104166666}, {"start": 1102.72, "end": 1103.84, "word": " ال", "probability": 0.44189453125}, {"start": 1103.84, "end": 1104.2, "word": " fitness", "probability": 0.9501953125}, {"start": 1104.2, "end": 1104.42, "word": " هدى", "probability": 0.69287109375}, {"start": 1104.42, "end": 1104.5, "word": " و", "probability": 0.84228515625}, {"start": 1104.5, "end": 1104.94, "word": " بنقيسها", "probability": 0.867431640625}, {"start": 1104.94, "end": 1105.32, "word": " لكل", "probability": 0.967041015625}, {"start": 1105.32, "end": 1105.44, "word": " ال", "probability": 0.91455078125}, {"start": 1105.44, "end": 1105.86, "word": " individual", "probability": 0.9521484375}, {"start": 1105.86, "end": 1107.06, "word": " chromosome", "probability": 0.955078125}, {"start": 1107.06, "end": 1107.62, "word": " in", "probability": 0.9423828125}, {"start": 1107.62, "end": 1107.74, "word": " the", "probability": 0.85302734375}, {"start": 1107.74, "end": 1108.06, "word": " problem", "probability": 0.9287109375}, {"start": 1108.06, "end": 1108.44, "word": " domain", "probability": 0.96435546875}, {"start": 1108.44, "end": 1109.26, "word": " لكل", "probability": 0.928466796875}, {"start": 1109.26, "end": 1109.54, "word": " ال", "probability": 0.93017578125}], "temperature": 1.0}, {"id": 52, "seek": 112893, "start": 1110.47, "end": 1128.93, "text": "ال population بتاعتنا عددهم سبعة تمانية عشر عشرين الف الفين تلاتة كلهم بدنا نقصلهم ال fitness بتاعتهم فال fitness function هذه هي الأساس وهذه اللي بتعملنا الأساس في فكرة ال selection بعدين مين اللي اختاره يعمل mating او مين اللي اختاره", "tokens": [6027, 4415, 39894, 995, 34268, 8315, 6225, 3215, 3215, 16095, 8608, 3555, 27884, 46811, 7649, 10632, 6225, 46309, 6225, 46309, 9957, 27188, 27188, 9957, 6055, 1211, 9307, 3660, 28242, 16095, 47525, 8315, 8717, 4587, 9381, 1211, 16095, 2423, 15303, 39894, 995, 34268, 16095, 6156, 6027, 15303, 2445, 29538, 39896, 16247, 3794, 32277, 37037, 24192, 13672, 1829, 39894, 25957, 1211, 8315, 16247, 3794, 32277, 8978, 6156, 4117, 25720, 2423, 9450, 39182, 9957, 3714, 9957, 13672, 1829, 1975, 46456, 9640, 3224, 7251, 25957, 1211, 49955, 1975, 2407, 3714, 9957, 13672, 1829, 1975, 46456, 9640, 3224], "avg_logprob": -0.15940824008368432, "compression_ratio": 1.8502415458937198, "no_speech_prob": 1.531839370727539e-05, "words": [{"start": 1110.47, "end": 1110.65, "word": "ال", "probability": 0.406005859375}, {"start": 1110.65, "end": 1111.13, "word": " population", "probability": 0.7255859375}, {"start": 1111.13, "end": 1111.69, "word": " بتاعتنا", "probability": 0.878662109375}, {"start": 1111.69, "end": 1112.33, "word": " عددهم", "probability": 0.923095703125}, {"start": 1112.33, "end": 1112.63, "word": " سبعة", "probability": 0.7904459635416666}, {"start": 1112.63, "end": 1113.05, "word": " تمانية", "probability": 0.896484375}, {"start": 1113.05, "end": 1113.35, "word": " عشر", "probability": 0.917724609375}, {"start": 1113.35, "end": 1113.79, "word": " عشرين", "probability": 0.9646809895833334}, {"start": 1113.79, "end": 1114.07, "word": " الف", "probability": 0.459228515625}, {"start": 1114.07, "end": 1114.47, "word": " الفين", "probability": 0.7734375}, {"start": 1114.47, "end": 1114.93, "word": " تلاتة", "probability": 0.962158203125}, {"start": 1114.93, "end": 1115.43, "word": " كلهم", "probability": 0.919677734375}, {"start": 1115.43, "end": 1115.73, "word": " بدنا", "probability": 0.942138671875}, {"start": 1115.73, "end": 1116.51, "word": " نقصلهم", "probability": 0.69951171875}, {"start": 1116.51, "end": 1116.81, "word": " ال", "probability": 0.87451171875}, {"start": 1116.81, "end": 1117.07, "word": " fitness", "probability": 0.9423828125}, {"start": 1117.07, "end": 1117.55, "word": " بتاعتهم", "probability": 0.990234375}, {"start": 1117.55, "end": 1118.05, "word": " فال", "probability": 0.79833984375}, {"start": 1118.05, "end": 1118.27, "word": " fitness", "probability": 0.978515625}, {"start": 1118.27, "end": 1118.71, "word": " function", "probability": 0.8955078125}, {"start": 1118.71, "end": 1119.27, "word": " هذه", "probability": 0.50146484375}, {"start": 1119.27, "end": 1119.47, "word": " هي", "probability": 0.83642578125}, {"start": 1119.47, "end": 1119.89, "word": " الأساس", "probability": 0.962890625}, {"start": 1119.89, "end": 1120.15, "word": " وهذه", "probability": 0.806884765625}, {"start": 1120.15, "end": 1120.25, "word": " اللي", "probability": 0.90966796875}, {"start": 1120.25, "end": 1120.73, "word": " بتعملنا", "probability": 0.92578125}, {"start": 1120.73, "end": 1121.49, "word": " الأساس", "probability": 0.9568684895833334}, {"start": 1121.49, "end": 1122.07, "word": " في", "probability": 0.875}, {"start": 1122.07, "end": 1122.37, "word": " فكرة", "probability": 0.9853515625}, {"start": 1122.37, "end": 1122.55, "word": " ال", "probability": 0.92529296875}, {"start": 1122.55, "end": 1122.87, "word": " selection", "probability": 0.9423828125}, {"start": 1122.87, "end": 1123.41, "word": " بعدين", "probability": 0.711181640625}, {"start": 1123.41, "end": 1124.21, "word": " مين", "probability": 0.78515625}, {"start": 1124.21, "end": 1124.33, "word": " اللي", "probability": 0.97119140625}, {"start": 1124.33, "end": 1124.85, "word": " اختاره", "probability": 0.81512451171875}, {"start": 1124.85, "end": 1125.31, "word": " يعمل", "probability": 0.9602864583333334}, {"start": 1125.31, "end": 1125.93, "word": " mating", "probability": 0.93701171875}, {"start": 1125.93, "end": 1126.65, "word": " او", "probability": 0.839111328125}, {"start": 1126.65, "end": 1126.87, "word": " مين", "probability": 0.9541015625}, {"start": 1126.87, "end": 1127.03, "word": " اللي", "probability": 0.982177734375}, {"start": 1127.03, "end": 1128.93, "word": " اختاره", "probability": 0.8746337890625}], "temperature": 1.0}, {"id": 53, "seek": 114836, "start": 1129.71, "end": 1148.37, "text": "أحسس إنه يعمل عملية المزاوجة فلازم يكون اللي هو الأعلى performance أو الأفضل fitness .. الأفضل fitness .. الأكثر لايقة يعني .. كويس .. هذا الخطوة التانية الخطوة التالتة Randomly بنعمل generation لل population of chromosomes", "tokens": [10721, 5016, 3794, 3794, 36145, 3224, 7251, 25957, 1211, 6225, 42213, 10632, 9673, 11622, 995, 29245, 3660, 6156, 1211, 31377, 2304, 7251, 30544, 13672, 1829, 31439, 16247, 3615, 23942, 3389, 34051, 16247, 5172, 11242, 1211, 15303, 4386, 16247, 5172, 11242, 1211, 15303, 4386, 16247, 4117, 49115, 20193, 1829, 28671, 37495, 22653, 4386, 9122, 45865, 3794, 4386, 23758, 33962, 9566, 2407, 3660, 16712, 7649, 10632, 33962, 9566, 2407, 3660, 16712, 6027, 2655, 3660, 37603, 356, 44945, 25957, 1211, 5125, 24976, 4415, 295, 45228], "avg_logprob": -0.24679969161389823, "compression_ratio": 1.6201923076923077, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 1129.71, "end": 1130.11, "word": "أحسس", "probability": 0.480224609375}, {"start": 1130.11, "end": 1130.27, "word": " إنه", "probability": 0.656494140625}, {"start": 1130.27, "end": 1130.69, "word": " يعمل", "probability": 0.97998046875}, {"start": 1130.69, "end": 1131.37, "word": " عملية", "probability": 0.9710286458333334}, {"start": 1131.37, "end": 1132.35, "word": " المزاوجة", "probability": 0.9833984375}, {"start": 1132.35, "end": 1133.05, "word": " فلازم", "probability": 0.802978515625}, {"start": 1133.05, "end": 1133.25, "word": " يكون", "probability": 0.98974609375}, {"start": 1133.25, "end": 1133.37, "word": " اللي", "probability": 0.921630859375}, {"start": 1133.37, "end": 1133.53, "word": " هو", "probability": 0.9873046875}, {"start": 1133.53, "end": 1134.07, "word": " الأعلى", "probability": 0.9215494791666666}, {"start": 1134.07, "end": 1134.77, "word": " performance", "probability": 0.91357421875}, {"start": 1134.77, "end": 1136.23, "word": " أو", "probability": 0.31591796875}, {"start": 1136.23, "end": 1137.35, "word": " الأفضل", "probability": 0.9788818359375}, {"start": 1137.35, "end": 1138.29, "word": " fitness", "probability": 0.814453125}, {"start": 1138.29, "end": 1138.49, "word": " ..", "probability": 0.2191162109375}, {"start": 1138.49, "end": 1138.91, "word": " الأفضل", "probability": 0.843505859375}, {"start": 1138.91, "end": 1139.15, "word": " fitness", "probability": 0.923828125}, {"start": 1139.15, "end": 1139.21, "word": " ..", "probability": 0.5615234375}, {"start": 1139.21, "end": 1139.49, "word": " الأكثر", "probability": 0.88037109375}, {"start": 1139.49, "end": 1139.89, "word": " لايقة", "probability": 0.6486002604166666}, {"start": 1139.89, "end": 1140.19, "word": " يعني", "probability": 0.876220703125}, {"start": 1140.19, "end": 1140.59, "word": " ..", "probability": 0.55126953125}, {"start": 1140.59, "end": 1140.89, "word": " كويس", "probability": 0.92822265625}, {"start": 1140.89, "end": 1141.37, "word": " ..", "probability": 0.46533203125}, {"start": 1141.37, "end": 1141.53, "word": " هذا", "probability": 0.47998046875}, {"start": 1141.53, "end": 1141.79, "word": " الخطوة", "probability": 0.9208984375}, {"start": 1141.79, "end": 1141.99, "word": " التانية", "probability": 0.7916666666666666}, {"start": 1141.99, "end": 1142.31, "word": " الخطوة", "probability": 0.82470703125}, {"start": 1142.31, "end": 1142.85, "word": " التالتة", "probability": 0.9866943359375}, {"start": 1142.85, "end": 1143.75, "word": " Randomly", "probability": 0.58392333984375}, {"start": 1143.75, "end": 1144.13, "word": " بنعمل", "probability": 0.8806966145833334}, {"start": 1144.13, "end": 1144.77, "word": " generation", "probability": 0.83642578125}, {"start": 1144.77, "end": 1145.43, "word": " لل", "probability": 0.73828125}, {"start": 1145.43, "end": 1146.51, "word": " population", "probability": 0.60205078125}, {"start": 1146.51, "end": 1147.79, "word": " of", "probability": 0.9150390625}, {"start": 1147.79, "end": 1148.37, "word": " chromosomes", "probability": 0.97314453125}], "temperature": 1.0}, {"id": 54, "seek": 116670, "start": 1149.08, "end": 1166.7, "text": "لمين؟ للـ size اللي أنا حاطه ليه قيمة N، خمسة، ستة، عشرة، بمعنى ذلك بدي أكون في عندي كرموزوم أول، تاني، تالت، رابع، خامس، ثم كرموزوم N فبقول إن والله ال generation اكتمل، الجيل اكتمل، هي العدد كامل فال population كاملة", "tokens": [1211, 2304, 9957, 22807, 24976, 39184, 2744, 13672, 1829, 41850, 11331, 41193, 3224, 32239, 3224, 12174, 32640, 3660, 426, 12399, 16490, 2304, 3794, 3660, 12399, 8608, 2655, 3660, 12399, 6225, 8592, 25720, 12399, 4724, 2304, 3615, 1863, 7578, 29910, 23275, 4724, 16254, 5551, 30544, 8978, 43242, 1829, 9122, 2288, 2304, 2407, 11622, 20498, 5551, 12610, 12399, 6055, 7649, 1829, 12399, 6055, 6027, 2655, 12399, 12602, 16758, 3615, 12399, 16490, 10943, 3794, 12399, 38637, 2304, 9122, 2288, 2304, 2407, 11622, 20498, 426, 6156, 3555, 39648, 36145, 16070, 43761, 2423, 5125, 1975, 4117, 39237, 1211, 12399, 25724, 26895, 1975, 4117, 39237, 1211, 12399, 39896, 18863, 3215, 3215, 9122, 10943, 1211, 6156, 6027, 4415, 9122, 10943, 37977], "avg_logprob": -0.2085597846819007, "compression_ratio": 1.6517857142857142, "no_speech_prob": 1.5497207641601562e-06, "words": [{"start": 1149.08, "end": 1149.68, "word": "لمين؟", "probability": 0.6121826171875}, {"start": 1149.68, "end": 1149.96, "word": " للـ", "probability": 0.68994140625}, {"start": 1149.96, "end": 1150.16, "word": " size", "probability": 0.423583984375}, {"start": 1150.16, "end": 1150.3, "word": " اللي", "probability": 0.839111328125}, {"start": 1150.3, "end": 1150.42, "word": " أنا", "probability": 0.52294921875}, {"start": 1150.42, "end": 1151.08, "word": " حاطه", "probability": 0.8800455729166666}, {"start": 1151.08, "end": 1151.4, "word": " ليه", "probability": 0.4796142578125}, {"start": 1151.4, "end": 1151.66, "word": " قيمة", "probability": 0.9920247395833334}, {"start": 1151.66, "end": 1152.1, "word": " N،", "probability": 0.404541015625}, {"start": 1152.1, "end": 1152.56, "word": " خمسة،", "probability": 0.837255859375}, {"start": 1152.56, "end": 1152.9, "word": " ستة،", "probability": 0.9759521484375}, {"start": 1152.9, "end": 1153.52, "word": " عشرة،", "probability": 0.8896484375}, {"start": 1153.52, "end": 1153.8, "word": " بمعنى", "probability": 0.9078125}, {"start": 1153.8, "end": 1154.0, "word": " ذلك", "probability": 0.98583984375}, {"start": 1154.0, "end": 1154.18, "word": " بدي", "probability": 0.5379638671875}, {"start": 1154.18, "end": 1154.34, "word": " أكون", "probability": 0.819580078125}, {"start": 1154.34, "end": 1154.46, "word": " في", "probability": 0.8251953125}, {"start": 1154.46, "end": 1154.92, "word": " عندي", "probability": 0.548828125}, {"start": 1154.92, "end": 1155.44, "word": " كرموزوم", "probability": 0.8251139322916666}, {"start": 1155.44, "end": 1155.86, "word": " أول،", "probability": 0.9093424479166666}, {"start": 1155.86, "end": 1156.2, "word": " تاني،", "probability": 0.9415283203125}, {"start": 1156.2, "end": 1156.52, "word": " تالت،", "probability": 0.991455078125}, {"start": 1156.52, "end": 1156.82, "word": " رابع،", "probability": 0.9901123046875}, {"start": 1156.82, "end": 1157.46, "word": " خامس،", "probability": 0.8863525390625}, {"start": 1157.46, "end": 1157.5, "word": " ثم", "probability": 0.53466796875}, {"start": 1157.5, "end": 1157.96, "word": " كرموزوم", "probability": 0.9458821614583334}, {"start": 1157.96, "end": 1158.18, "word": " N", "probability": 0.92333984375}, {"start": 1158.18, "end": 1158.94, "word": " فبقول", "probability": 0.8741861979166666}, {"start": 1158.94, "end": 1159.1, "word": " إن", "probability": 0.423583984375}, {"start": 1159.1, "end": 1159.46, "word": " والله", "probability": 0.90234375}, {"start": 1159.46, "end": 1160.12, "word": " ال", "probability": 0.86572265625}, {"start": 1160.12, "end": 1161.22, "word": " generation", "probability": 0.80322265625}, {"start": 1161.22, "end": 1162.66, "word": " اكتمل،", "probability": 0.878125}, {"start": 1162.66, "end": 1163.14, "word": " الجيل", "probability": 0.9130859375}, {"start": 1163.14, "end": 1163.9, "word": " اكتمل،", "probability": 0.95927734375}, {"start": 1163.9, "end": 1164.02, "word": " هي", "probability": 0.529296875}, {"start": 1164.02, "end": 1164.34, "word": " العدد", "probability": 0.9801432291666666}, {"start": 1164.34, "end": 1164.66, "word": " كامل", "probability": 0.9873046875}, {"start": 1164.66, "end": 1165.12, "word": " فال", "probability": 0.5672607421875}, {"start": 1165.12, "end": 1165.82, "word": " population", "probability": 0.978515625}, {"start": 1165.82, "end": 1166.7, "word": " كاملة", "probability": 0.9892578125}], "temperature": 1.0}, {"id": 55, "seek": 119280, "start": 1167.44, "end": 1192.8, "text": "هدول النقاط أو ال chromosomes خطوة رقم أربعة مدام عندي ال fitness عرفناها مسبقا ال fitness function الآن بنقيس ال fitness function اللي قايلهم فبتصير ال F of X واحد جدش ال fitness function أو ال fitness value للكرمزوم الأول fitness value لكرمزوم التاني التاريث الرابع الخامس to كرمزوم N ده كرمزوم N اللي هو خلصنا هيك ال population", "tokens": [3224, 3215, 12610, 28239, 4587, 41193, 34051, 2423, 45228, 16490, 9566, 2407, 3660, 12602, 4587, 2304, 5551, 25513, 27884, 3714, 3215, 10943, 18871, 16254, 2423, 15303, 6225, 28480, 8315, 11296, 3714, 35457, 4587, 995, 2423, 15303, 2445, 6024, 48506, 44945, 4587, 1829, 3794, 2423, 15303, 2445, 13672, 1829, 12174, 995, 26895, 16095, 6156, 3555, 2655, 9381, 13546, 2423, 479, 295, 1783, 36764, 24401, 10874, 3215, 8592, 2423, 15303, 2445, 34051, 2423, 15303, 2158, 5296, 23275, 2288, 2304, 11622, 20498, 16247, 12610, 15303, 2158, 5296, 37983, 2304, 11622, 20498, 16712, 7649, 1829, 16712, 9640, 1829, 12984, 34892, 16758, 3615, 33962, 10943, 3794, 281, 9122, 2288, 2304, 11622, 20498, 426, 11778, 3224, 9122, 2288, 2304, 11622, 20498, 426, 13672, 1829, 31439, 16490, 1211, 9381, 8315, 39896, 4117, 2423, 4415], "avg_logprob": -0.202636725618504, "compression_ratio": 1.9042145593869733, "no_speech_prob": 0.0, "words": [{"start": 1167.44, "end": 1167.84, "word": "هدول", "probability": 0.8507486979166666}, {"start": 1167.84, "end": 1168.5, "word": " النقاط", "probability": 0.7667643229166666}, {"start": 1168.5, "end": 1169.2, "word": " أو", "probability": 0.7451171875}, {"start": 1169.2, "end": 1169.32, "word": " ال", "probability": 0.6923828125}, {"start": 1169.32, "end": 1169.8, "word": " chromosomes", "probability": 0.432373046875}, {"start": 1169.8, "end": 1170.78, "word": " خطوة", "probability": 0.9505615234375}, {"start": 1170.78, "end": 1171.02, "word": " رقم", "probability": 0.9588216145833334}, {"start": 1171.02, "end": 1171.44, "word": " أربعة", "probability": 0.6946614583333334}, {"start": 1171.44, "end": 1171.8, "word": " مدام", "probability": 0.5430501302083334}, {"start": 1171.8, "end": 1172.02, "word": " عندي", "probability": 0.931396484375}, {"start": 1172.02, "end": 1172.12, "word": " ال", "probability": 0.91015625}, {"start": 1172.12, "end": 1172.38, "word": " fitness", "probability": 0.9208984375}, {"start": 1172.38, "end": 1172.9, "word": " عرفناها", "probability": 0.95263671875}, {"start": 1172.9, "end": 1173.4, "word": " مسبقا", "probability": 0.924560546875}, {"start": 1173.4, "end": 1173.7, "word": " ال", "probability": 0.67822265625}, {"start": 1173.7, "end": 1173.96, "word": " fitness", "probability": 0.98486328125}, {"start": 1173.96, "end": 1174.44, "word": " function", "probability": 0.96826171875}, {"start": 1174.44, "end": 1175.34, "word": " الآن", "probability": 0.56787109375}, {"start": 1175.34, "end": 1175.74, "word": " بنقيس", "probability": 0.7996826171875}, {"start": 1175.74, "end": 1175.84, "word": " ال", "probability": 0.97998046875}, {"start": 1175.84, "end": 1176.06, "word": " fitness", "probability": 0.99462890625}, {"start": 1176.06, "end": 1176.42, "word": " function", "probability": 0.9716796875}, {"start": 1176.42, "end": 1176.56, "word": " اللي", "probability": 0.97607421875}, {"start": 1176.56, "end": 1176.9, "word": " قايلهم", "probability": 0.7977294921875}, {"start": 1176.9, "end": 1177.8, "word": " فبتصير", "probability": 0.94658203125}, {"start": 1177.8, "end": 1178.22, "word": " ال", "probability": 0.85595703125}, {"start": 1178.22, "end": 1178.42, "word": " F", "probability": 0.333984375}, {"start": 1178.42, "end": 1178.62, "word": " of", "probability": 0.73291015625}, {"start": 1178.62, "end": 1178.84, "word": " X", "probability": 0.9453125}, {"start": 1178.84, "end": 1179.32, "word": " واحد", "probability": 0.886474609375}, {"start": 1179.32, "end": 1180.2, "word": " جدش", "probability": 0.8486328125}, {"start": 1180.2, "end": 1180.34, "word": " ال", "probability": 0.97802734375}, {"start": 1180.34, "end": 1180.6, "word": " fitness", "probability": 0.99462890625}, {"start": 1180.6, "end": 1181.2, "word": " function", "probability": 0.97509765625}, {"start": 1181.2, "end": 1181.56, "word": " أو", "probability": 0.7060546875}, {"start": 1181.56, "end": 1181.68, "word": " ال", "probability": 0.9423828125}, {"start": 1181.68, "end": 1181.96, "word": " fitness", "probability": 0.9921875}, {"start": 1181.96, "end": 1182.54, "word": " value", "probability": 0.99365234375}, {"start": 1182.54, "end": 1183.92, "word": " للكرمزوم", "probability": 0.7495320638020834}, {"start": 1183.92, "end": 1184.28, "word": " الأول", "probability": 0.970947265625}, {"start": 1184.28, "end": 1184.9, "word": " fitness", "probability": 0.599609375}, {"start": 1184.9, "end": 1185.2, "word": " value", "probability": 0.98779296875}, {"start": 1185.2, "end": 1186.12, "word": " لكرمزوم", "probability": 0.92333984375}, {"start": 1186.12, "end": 1186.42, "word": " التاني", "probability": 0.8219401041666666}, {"start": 1186.42, "end": 1186.72, "word": " التاريث", "probability": 0.50860595703125}, {"start": 1186.72, "end": 1186.98, "word": " الرابع", "probability": 0.97119140625}, {"start": 1186.98, "end": 1187.42, "word": " الخامس", "probability": 0.9192708333333334}, {"start": 1187.42, "end": 1187.84, "word": " to", "probability": 0.7978515625}, {"start": 1187.84, "end": 1188.76, "word": " كرمزوم", "probability": 0.877490234375}, {"start": 1188.76, "end": 1189.6, "word": " N", "probability": 0.76416015625}, {"start": 1189.6, "end": 1189.98, "word": " ده", "probability": 0.579345703125}, {"start": 1189.98, "end": 1190.36, "word": " كرمزوم", "probability": 0.95234375}, {"start": 1190.36, "end": 1190.54, "word": " N", "probability": 0.646484375}, {"start": 1190.54, "end": 1190.68, "word": " اللي", "probability": 0.96875}, {"start": 1190.68, "end": 1190.82, "word": " هو", "probability": 0.8037109375}, {"start": 1190.82, "end": 1191.22, "word": " خلصنا", "probability": 0.9840087890625}, {"start": 1191.22, "end": 1191.44, "word": " هيك", "probability": 0.93505859375}, {"start": 1191.44, "end": 1191.86, "word": " ال", "probability": 0.95654296875}, {"start": 1191.86, "end": 1192.8, "word": " population", "probability": 0.78857421875}], "temperature": 1.0}, {"id": 56, "seek": 121561, "start": 1200.06, "end": 1215.62, "text": "بنعمل تبادل في قيم الكرومزومات، عملية التبادل اللي هي cross-over اللاحقا، بدنا نختارهم الأول، مين اللي يحق له ان يعمل cross-over لاحقا، فهذه برضه هتكون من خلال probability", "tokens": [3555, 1863, 25957, 1211, 6055, 3555, 18513, 1211, 8978, 12174, 32640, 33251, 2288, 20498, 11622, 20498, 9307, 12399, 6225, 42213, 10632, 16712, 3555, 18513, 1211, 13672, 1829, 39896, 3278, 12, 3570, 13672, 39319, 4587, 995, 12399, 47525, 8315, 8717, 46456, 9640, 16095, 16247, 12610, 12399, 3714, 9957, 13672, 1829, 7251, 5016, 4587, 46740, 16472, 7251, 25957, 1211, 3278, 12, 3570, 5296, 39319, 4587, 995, 12399, 6156, 3224, 24192, 4724, 43042, 3224, 8032, 2655, 30544, 9154, 16490, 1211, 6027, 8482], "avg_logprob": -0.44882812798023225, "compression_ratio": 1.595505617977528, "no_speech_prob": 0.0, "words": [{"start": 1200.0599999999997, "end": 1200.9399999999998, "word": "بنعمل", "probability": 0.523834228515625}, {"start": 1200.9399999999998, "end": 1201.82, "word": " تبادل", "probability": 0.71429443359375}, {"start": 1201.82, "end": 1202.28, "word": " في", "probability": 0.291015625}, {"start": 1202.28, "end": 1202.68, "word": " قيم", "probability": 0.96044921875}, {"start": 1202.68, "end": 1203.76, "word": " الكرومزومات،", "probability": 0.6423688616071429}, {"start": 1203.76, "end": 1204.84, "word": " عملية", "probability": 0.6844482421875}, {"start": 1204.84, "end": 1205.34, "word": " التبادل", "probability": 0.9521484375}, {"start": 1205.34, "end": 1205.94, "word": " اللي", "probability": 0.36968994140625}, {"start": 1205.94, "end": 1206.08, "word": " هي", "probability": 0.376708984375}, {"start": 1206.08, "end": 1206.94, "word": " cross", "probability": 0.31884765625}, {"start": 1206.94, "end": 1207.38, "word": "-over", "probability": 0.5799560546875}, {"start": 1207.38, "end": 1208.08, "word": " اللاحقا،", "probability": 0.548193359375}, {"start": 1208.08, "end": 1208.44, "word": " بدنا", "probability": 0.54107666015625}, {"start": 1208.44, "end": 1209.02, "word": " نختارهم", "probability": 0.82037353515625}, {"start": 1209.02, "end": 1209.88, "word": " الأول،", "probability": 0.86279296875}, {"start": 1209.88, "end": 1210.18, "word": " مين", "probability": 0.669921875}, {"start": 1210.18, "end": 1210.32, "word": " اللي", "probability": 0.914306640625}, {"start": 1210.32, "end": 1210.62, "word": " يحق", "probability": 0.9632161458333334}, {"start": 1210.62, "end": 1210.78, "word": " له", "probability": 0.26513671875}, {"start": 1210.78, "end": 1210.88, "word": " ان", "probability": 0.50146484375}, {"start": 1210.88, "end": 1211.2, "word": " يعمل", "probability": 0.88818359375}, {"start": 1211.2, "end": 1211.46, "word": " cross", "probability": 0.80078125}, {"start": 1211.46, "end": 1211.88, "word": "-over", "probability": 0.91259765625}, {"start": 1211.88, "end": 1212.78, "word": " لاحقا،", "probability": 0.7861328125}, {"start": 1212.78, "end": 1213.22, "word": " فهذه", "probability": 0.8826497395833334}, {"start": 1213.22, "end": 1213.86, "word": " برضه", "probability": 0.86181640625}, {"start": 1213.86, "end": 1214.22, "word": " هتكون", "probability": 0.777587890625}, {"start": 1214.22, "end": 1214.38, "word": " من", "probability": 0.98779296875}, {"start": 1214.38, "end": 1214.78, "word": " خلال", "probability": 0.9931640625}, {"start": 1214.78, "end": 1215.62, "word": " probability", "probability": 0.37890625}], "temperature": 1.0}, {"id": 57, "seek": 123102, "start": 1216.58, "end": 1231.02, "text": "الـ Probability لمين؟ عدنا هنقيسها لـ Probability لـ Fitness بالنسبة للكل Fitness بالنسبة للكل هتلاحظ أن هي Stochastic Model هذا هذا Stochastic Model بمعنى هو عشوائي شوية هو", "tokens": [6027, 39184, 8736, 2310, 32767, 9957, 22807, 6225, 3215, 8315, 8032, 1863, 38436, 3794, 11296, 5296, 39184, 8736, 2310, 5296, 39184, 45750, 20666, 1863, 35457, 3660, 5296, 23275, 1211, 45750, 20666, 1863, 35457, 3660, 5296, 23275, 1211, 8032, 2655, 15040, 5016, 19913, 14739, 39896, 745, 8997, 2750, 17105, 23758, 23758, 745, 8997, 2750, 17105, 4724, 2304, 3615, 1863, 7578, 31439, 6225, 8592, 2407, 16373, 1829, 13412, 2407, 10632, 31439], "avg_logprob": -0.28392856248787474, "compression_ratio": 1.5521472392638036, "no_speech_prob": 5.960464477539062e-07, "words": [{"start": 1216.58, "end": 1216.76, "word": "الـ", "probability": 0.29693603515625}, {"start": 1216.76, "end": 1217.2, "word": " Probability", "probability": 0.8701171875}, {"start": 1217.2, "end": 1218.04, "word": " لمين؟", "probability": 0.553466796875}, {"start": 1218.04, "end": 1218.32, "word": " عدنا", "probability": 0.7559407552083334}, {"start": 1218.32, "end": 1219.06, "word": " هنقيسها", "probability": 0.7826171875}, {"start": 1219.06, "end": 1219.6, "word": " لـ", "probability": 0.5426025390625}, {"start": 1219.6, "end": 1220.24, "word": " Probability", "probability": 0.983154296875}, {"start": 1220.24, "end": 1221.14, "word": " لـ", "probability": 0.611328125}, {"start": 1221.14, "end": 1221.74, "word": " Fitness", "probability": 0.6708984375}, {"start": 1221.74, "end": 1222.56, "word": " بالنسبة", "probability": 0.98291015625}, {"start": 1222.56, "end": 1223.08, "word": " للكل", "probability": 0.76416015625}, {"start": 1223.08, "end": 1223.7, "word": " Fitness", "probability": 0.307861328125}, {"start": 1223.7, "end": 1224.12, "word": " بالنسبة", "probability": 0.99755859375}, {"start": 1224.12, "end": 1224.46, "word": " للكل", "probability": 0.8961588541666666}, {"start": 1224.46, "end": 1225.28, "word": " هتلاحظ", "probability": 0.9486328125}, {"start": 1225.28, "end": 1225.4, "word": " أن", "probability": 0.497314453125}, {"start": 1225.4, "end": 1225.68, "word": " هي", "probability": 0.3486328125}, {"start": 1225.68, "end": 1226.84, "word": " Stochastic", "probability": 0.8515625}, {"start": 1226.84, "end": 1227.3, "word": " Model", "probability": 0.8779296875}, {"start": 1227.3, "end": 1227.62, "word": " هذا", "probability": 0.53271484375}, {"start": 1227.62, "end": 1228.1, "word": " هذا", "probability": 0.64013671875}, {"start": 1228.1, "end": 1228.52, "word": " Stochastic", "probability": 0.8385416666666666}, {"start": 1228.52, "end": 1228.72, "word": " Model", "probability": 0.97607421875}, {"start": 1228.72, "end": 1228.92, "word": " بمعنى", "probability": 0.8958984375}, {"start": 1228.92, "end": 1229.18, "word": " هو", "probability": 0.51953125}, {"start": 1229.18, "end": 1229.84, "word": " عشوائي", "probability": 0.96572265625}, {"start": 1229.84, "end": 1230.2, "word": " شوية", "probability": 0.8818359375}, {"start": 1230.2, "end": 1231.02, "word": " هو", "probability": 0.71630859375}], "temperature": 1.0}, {"id": 58, "seek": 125908, "start": 1232.01, "end": 1259.09, "text": "عشوائي ومدام عشوائي كلها probability في الغالب كلها هتكون معتمدة على ال probability الحقيقة في شغلها create a pair of offspring chromosomes الان بنبدأ نعمل creation للكرمزوم القادم الكرمزوم القادم من خلال عملية ال crossover ال crossover هاي في عندي gene أول و gene تاني بنجسهم و بنبدلهم", "tokens": [3615, 8592, 2407, 16373, 1829, 4032, 2304, 3215, 10943, 6225, 8592, 2407, 16373, 1829, 28242, 11296, 8482, 8978, 6024, 118, 6027, 3555, 28242, 11296, 8032, 2655, 30544, 3714, 34268, 2304, 41891, 15844, 2423, 8482, 21542, 38436, 28671, 8978, 13412, 17082, 1211, 11296, 1884, 257, 6119, 295, 36857, 45228, 2423, 7649, 44945, 44510, 10721, 8717, 25957, 1211, 8016, 5296, 23275, 2288, 2304, 11622, 20498, 25062, 18513, 2304, 33251, 2288, 2304, 11622, 20498, 25062, 18513, 2304, 9154, 16490, 1211, 6027, 6225, 42213, 10632, 2423, 33837, 2423, 33837, 8032, 47302, 8978, 18871, 16254, 12186, 5551, 12610, 4032, 12186, 6055, 7649, 1829, 44945, 7435, 3794, 16095, 4032, 44945, 44510, 1211, 16095], "avg_logprob": -0.17983217302847793, "compression_ratio": 1.751004016064257, "no_speech_prob": 0.0, "words": [{"start": 1232.01, "end": 1232.69, "word": "عشوائي", "probability": 0.962890625}, {"start": 1232.69, "end": 1233.29, "word": " ومدام", "probability": 0.6959228515625}, {"start": 1233.29, "end": 1233.65, "word": " عشوائي", "probability": 0.99208984375}, {"start": 1233.65, "end": 1233.91, "word": " كلها", "probability": 0.924072265625}, {"start": 1233.91, "end": 1234.35, "word": " probability", "probability": 0.74365234375}, {"start": 1234.35, "end": 1235.07, "word": " في", "probability": 0.67578125}, {"start": 1235.07, "end": 1235.51, "word": " الغالب", "probability": 0.9873046875}, {"start": 1235.51, "end": 1236.31, "word": " كلها", "probability": 0.86328125}, {"start": 1236.31, "end": 1237.05, "word": " هتكون", "probability": 0.8662109375}, {"start": 1237.05, "end": 1237.41, "word": " معتمدة", "probability": 0.8892822265625}, {"start": 1237.41, "end": 1237.57, "word": " على", "probability": 0.8173828125}, {"start": 1237.57, "end": 1237.69, "word": " ال", "probability": 0.88232421875}, {"start": 1237.69, "end": 1238.11, "word": " probability", "probability": 0.78759765625}, {"start": 1238.11, "end": 1238.69, "word": " الحقيقة", "probability": 0.96875}, {"start": 1238.69, "end": 1239.01, "word": " في", "probability": 0.93310546875}, {"start": 1239.01, "end": 1239.45, "word": " شغلها", "probability": 0.9949951171875}, {"start": 1239.45, "end": 1240.79, "word": " create", "probability": 0.62841796875}, {"start": 1240.79, "end": 1241.39, "word": " a", "probability": 0.7529296875}, {"start": 1241.39, "end": 1241.57, "word": " pair", "probability": 0.71337890625}, {"start": 1241.57, "end": 1241.93, "word": " of", "probability": 0.955078125}, {"start": 1241.93, "end": 1242.91, "word": " offspring", "probability": 0.9619140625}, {"start": 1242.91, "end": 1244.33, "word": " chromosomes", "probability": 0.96435546875}, {"start": 1244.33, "end": 1245.17, "word": " الان", "probability": 0.59417724609375}, {"start": 1245.17, "end": 1245.65, "word": " بنبدأ", "probability": 0.9357096354166666}, {"start": 1245.65, "end": 1245.95, "word": " نعمل", "probability": 0.9925130208333334}, {"start": 1245.95, "end": 1246.57, "word": " creation", "probability": 0.78857421875}, {"start": 1246.57, "end": 1247.85, "word": " للكرمزوم", "probability": 0.7273356119791666}, {"start": 1247.85, "end": 1249.17, "word": " القادم", "probability": 0.9938151041666666}, {"start": 1249.17, "end": 1249.97, "word": " الكرمزوم", "probability": 0.83837890625}, {"start": 1249.97, "end": 1250.65, "word": " القادم", "probability": 0.9895833333333334}, {"start": 1250.65, "end": 1251.47, "word": " من", "probability": 0.9853515625}, {"start": 1251.47, "end": 1251.75, "word": " خلال", "probability": 0.99462890625}, {"start": 1251.75, "end": 1252.09, "word": " عملية", "probability": 0.8976236979166666}, {"start": 1252.09, "end": 1252.21, "word": " ال", "probability": 0.70654296875}, {"start": 1252.21, "end": 1252.71, "word": " crossover", "probability": 0.54345703125}, {"start": 1252.71, "end": 1253.41, "word": " ال", "probability": 0.64013671875}, {"start": 1253.41, "end": 1254.03, "word": " crossover", "probability": 0.837890625}, {"start": 1254.03, "end": 1254.49, "word": " هاي", "probability": 0.547607421875}, {"start": 1254.49, "end": 1254.59, "word": " في", "probability": 0.7470703125}, {"start": 1254.59, "end": 1254.89, "word": " عندي", "probability": 0.720458984375}, {"start": 1254.89, "end": 1255.39, "word": " gene", "probability": 0.83251953125}, {"start": 1255.39, "end": 1255.79, "word": " أول", "probability": 0.78857421875}, {"start": 1255.79, "end": 1256.47, "word": " و", "probability": 0.44775390625}, {"start": 1256.47, "end": 1256.69, "word": " gene", "probability": 0.9482421875}, {"start": 1256.69, "end": 1257.17, "word": " تاني", "probability": 0.9576822916666666}, {"start": 1257.17, "end": 1258.13, "word": " بنجسهم", "probability": 0.7789306640625}, {"start": 1258.13, "end": 1258.43, "word": " و", "probability": 0.66259765625}, {"start": 1258.43, "end": 1259.09, "word": " بنبدلهم", "probability": 0.9666748046875}], "temperature": 1.0}, {"id": 59, "seek": 127826, "start": 1260.0, "end": 1278.26, "text": "بصير جيل كروموزوم و كروموزوم بس مختلفة عن الكروموزومات الأولانية، كويس، هذه هي الفكرة cross over، ثم بنعمل عملية mutation، هنشوفهم كل واحدة من المراحل هذه، بس إحنا قاعدين بنقول ال algorithm الآن، على اعتبار أن اسمه genetic algorithm، قاعدين بنبدأ من خلال مثال نشرحهم", "tokens": [3555, 9381, 13546, 10874, 26895, 9122, 2288, 20498, 2407, 11622, 20498, 4032, 9122, 2288, 20498, 2407, 11622, 20498, 4724, 3794, 3714, 46456, 46538, 3660, 18871, 33251, 2288, 20498, 2407, 11622, 20498, 9307, 16247, 12610, 7649, 10632, 12399, 9122, 45865, 3794, 12399, 29538, 39896, 27188, 4117, 25720, 3278, 670, 12399, 38637, 2304, 44945, 25957, 1211, 6225, 42213, 10632, 27960, 12399, 8032, 1863, 8592, 38688, 16095, 28242, 36764, 24401, 3660, 9154, 9673, 23557, 5016, 1211, 29538, 12399, 4724, 3794, 11933, 5016, 8315, 12174, 995, 22488, 9957, 44945, 39648, 2423, 9284, 6024, 48506, 12399, 15844, 1975, 34268, 3555, 9640, 14739, 24525, 2304, 3224, 12462, 9284, 12399, 12174, 995, 22488, 9957, 44945, 44510, 10721, 9154, 16490, 1211, 6027, 50113, 6027, 8717, 46309, 5016, 16095], "avg_logprob": -0.18737086087218985, "compression_ratio": 1.7421875, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 1260.0, "end": 1260.38, "word": "بصير", "probability": 0.9140625}, {"start": 1260.38, "end": 1260.7, "word": " جيل", "probability": 0.796875}, {"start": 1260.7, "end": 1261.7, "word": " كروموزوم", "probability": 0.7074381510416666}, {"start": 1261.7, "end": 1261.88, "word": " و", "probability": 0.87255859375}, {"start": 1261.88, "end": 1262.32, "word": " كروموزوم", "probability": 0.9235026041666666}, {"start": 1262.32, "end": 1262.5, "word": " بس", "probability": 0.96142578125}, {"start": 1262.5, "end": 1262.94, "word": " مختلفة", "probability": 0.8175048828125}, {"start": 1262.94, "end": 1263.04, "word": " عن", "probability": 0.9541015625}, {"start": 1263.04, "end": 1263.62, "word": " الكروموزومات", "probability": 0.9221540178571429}, {"start": 1263.62, "end": 1264.54, "word": " الأولانية،", "probability": 0.740283203125}, {"start": 1264.54, "end": 1265.06, "word": " كويس،", "probability": 0.8822021484375}, {"start": 1265.06, "end": 1265.26, "word": " هذه", "probability": 0.54931640625}, {"start": 1265.26, "end": 1265.4, "word": " هي", "probability": 0.8759765625}, {"start": 1265.4, "end": 1265.68, "word": " الفكرة", "probability": 0.8486328125}, {"start": 1265.68, "end": 1265.94, "word": " cross", "probability": 0.318359375}, {"start": 1265.94, "end": 1266.56, "word": " over،", "probability": 0.5489501953125}, {"start": 1266.56, "end": 1266.92, "word": " ثم", "probability": 0.98974609375}, {"start": 1266.92, "end": 1267.28, "word": " بنعمل", "probability": 0.9300130208333334}, {"start": 1267.28, "end": 1267.52, "word": " عملية", "probability": 0.9930013020833334}, {"start": 1267.52, "end": 1268.92, "word": " mutation،", "probability": 0.93505859375}, {"start": 1268.92, "end": 1269.68, "word": " هنشوفهم", "probability": 0.89521484375}, {"start": 1269.68, "end": 1269.92, "word": " كل", "probability": 0.97119140625}, {"start": 1269.92, "end": 1270.6, "word": " واحدة", "probability": 0.9930013020833334}, {"start": 1270.6, "end": 1270.7, "word": " من", "probability": 0.98974609375}, {"start": 1270.7, "end": 1271.6, "word": " المراحل", "probability": 0.8302001953125}, {"start": 1271.6, "end": 1272.14, "word": " هذه،", "probability": 0.954345703125}, {"start": 1272.14, "end": 1272.28, "word": " بس", "probability": 0.99560546875}, {"start": 1272.28, "end": 1272.42, "word": " إحنا", "probability": 0.7939453125}, {"start": 1272.42, "end": 1272.6, "word": " قاعدين", "probability": 0.8675537109375}, {"start": 1272.6, "end": 1272.78, "word": " بنقول", "probability": 0.7066650390625}, {"start": 1272.78, "end": 1272.92, "word": " ال", "probability": 0.64013671875}, {"start": 1272.92, "end": 1273.28, "word": " algorithm", "probability": 0.71044921875}, {"start": 1273.28, "end": 1274.0, "word": " الآن،", "probability": 0.6294759114583334}, {"start": 1274.0, "end": 1274.1, "word": " على", "probability": 0.8466796875}, {"start": 1274.1, "end": 1274.36, "word": " اعتبار", "probability": 0.91064453125}, {"start": 1274.36, "end": 1274.44, "word": " أن", "probability": 0.59033203125}, {"start": 1274.44, "end": 1274.66, "word": " اسمه", "probability": 0.9422200520833334}, {"start": 1274.66, "end": 1274.96, "word": " genetic", "probability": 0.9189453125}, {"start": 1274.96, "end": 1275.76, "word": " algorithm،", "probability": 0.94189453125}, {"start": 1275.76, "end": 1276.0, "word": " قاعدين", "probability": 0.7884521484375}, {"start": 1276.0, "end": 1276.48, "word": " بنبدأ", "probability": 0.9195963541666666}, {"start": 1276.48, "end": 1276.66, "word": " من", "probability": 0.99365234375}, {"start": 1276.66, "end": 1276.94, "word": " خلال", "probability": 0.9856770833333334}, {"start": 1276.94, "end": 1277.28, "word": " مثال", "probability": 0.9443359375}, {"start": 1277.28, "end": 1278.26, "word": " نشرحهم", "probability": 0.8929443359375}], "temperature": 1.0}, {"id": 60, "seek": 129225, "start": 1279.11, "end": 1292.25, "text": "الان بنحط ال created offspring chromosomes in a new population ال population هذه لازم عدد ال chromosomes فيها نوصله ل N", "tokens": [6027, 7649, 44945, 5016, 9566, 2423, 2942, 36857, 45228, 294, 257, 777, 4415, 2423, 4415, 29538, 5296, 31377, 2304, 6225, 3215, 3215, 2423, 45228, 8978, 11296, 8717, 2407, 36520, 3224, 5296, 426], "avg_logprob": -0.2138967803030303, "compression_ratio": 1.2338709677419355, "no_speech_prob": 0.0, "words": [{"start": 1279.11, "end": 1279.55, "word": "الان", "probability": 0.75634765625}, {"start": 1279.55, "end": 1280.53, "word": " بنحط", "probability": 0.9246419270833334}, {"start": 1280.53, "end": 1280.93, "word": " ال", "probability": 0.8037109375}, {"start": 1280.93, "end": 1281.33, "word": " created", "probability": 0.446044921875}, {"start": 1281.33, "end": 1282.23, "word": " offspring", "probability": 0.96044921875}, {"start": 1282.23, "end": 1283.33, "word": " chromosomes", "probability": 0.8359375}, {"start": 1283.33, "end": 1283.93, "word": " in", "probability": 0.8994140625}, {"start": 1283.93, "end": 1284.05, "word": " a", "probability": 0.908203125}, {"start": 1284.05, "end": 1284.31, "word": " new", "probability": 0.90771484375}, {"start": 1284.31, "end": 1285.17, "word": " population", "probability": 0.95361328125}, {"start": 1285.17, "end": 1285.77, "word": " ال", "probability": 0.398193359375}, {"start": 1285.77, "end": 1286.31, "word": " population", "probability": 0.9697265625}, {"start": 1286.31, "end": 1286.85, "word": " هذه", "probability": 0.7451171875}, {"start": 1286.85, "end": 1288.19, "word": " لازم", "probability": 0.96826171875}, {"start": 1288.19, "end": 1288.93, "word": " عدد", "probability": 0.9832356770833334}, {"start": 1288.93, "end": 1289.05, "word": " ال", "probability": 0.352783203125}, {"start": 1289.05, "end": 1289.49, "word": " chromosomes", "probability": 0.98095703125}, {"start": 1289.49, "end": 1290.13, "word": " فيها", "probability": 0.978271484375}, {"start": 1290.13, "end": 1291.53, "word": " نوصله", "probability": 0.812744140625}, {"start": 1291.53, "end": 1291.79, "word": " ل", "probability": 0.9267578125}, {"start": 1291.79, "end": 1292.25, "word": " N", "probability": 0.396240234375}], "temperature": 1.0}, {"id": 61, "seek": 131743, "start": 1293.25, "end": 1317.43, "text": "in new chromosomes عشان أقوله والله صار عندي عدد كافي للجيل القادم ثم بعد ذلك بنرجع للخطوة رقم خمسة الخطوة رقم خمسة عشان أرجع أعمل كمان مرة أحدد مين اللي الآن بيحقله أنا في الأول عملت probability وعملنا selection لاتنين لاتنين هدولة", "tokens": [259, 777, 45228, 6225, 8592, 7649, 5551, 39648, 3224, 16070, 43761, 20328, 9640, 18871, 16254, 6225, 3215, 3215, 9122, 31845, 1829, 24976, 7435, 26895, 25062, 18513, 2304, 38637, 2304, 39182, 29910, 23275, 44945, 47341, 3615, 24976, 9778, 9566, 2407, 3660, 12602, 4587, 2304, 16490, 2304, 3794, 3660, 33962, 9566, 2407, 3660, 12602, 4587, 2304, 16490, 2304, 3794, 3660, 6225, 8592, 7649, 5551, 47341, 3615, 5551, 25957, 1211, 9122, 2304, 7649, 3714, 25720, 5551, 24401, 3215, 3714, 9957, 13672, 1829, 6024, 48506, 4724, 1829, 5016, 4587, 43761, 41850, 8978, 16247, 12610, 6225, 42213, 2655, 8482, 4032, 25957, 1211, 8315, 9450, 5296, 9307, 1863, 9957, 5296, 9307, 1863, 9957, 8032, 3215, 12610, 3660], "avg_logprob": -0.1234654001891613, "compression_ratio": 1.6753246753246753, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 1293.25, "end": 1293.61, "word": "in", "probability": 0.6572265625}, {"start": 1293.61, "end": 1294.11, "word": " new", "probability": 0.417724609375}, {"start": 1294.11, "end": 1294.87, "word": " chromosomes", "probability": 0.9580078125}, {"start": 1294.87, "end": 1295.51, "word": " عشان", "probability": 0.8380533854166666}, {"start": 1295.51, "end": 1295.79, "word": " أقوله", "probability": 0.6935221354166666}, {"start": 1295.79, "end": 1295.99, "word": " والله", "probability": 0.6661376953125}, {"start": 1295.99, "end": 1296.19, "word": " صار", "probability": 0.95263671875}, {"start": 1296.19, "end": 1296.53, "word": " عندي", "probability": 0.726806640625}, {"start": 1296.53, "end": 1299.05, "word": " عدد", "probability": 0.8859049479166666}, {"start": 1299.05, "end": 1299.77, "word": " كافي", "probability": 0.97998046875}, {"start": 1299.77, "end": 1300.71, "word": " للجيل", "probability": 0.9656575520833334}, {"start": 1300.71, "end": 1301.93, "word": " القادم", "probability": 0.9943033854166666}, {"start": 1301.93, "end": 1302.59, "word": " ثم", "probability": 0.960205078125}, {"start": 1302.59, "end": 1303.15, "word": " بعد", "probability": 0.9130859375}, {"start": 1303.15, "end": 1303.43, "word": " ذلك", "probability": 0.994384765625}, {"start": 1303.43, "end": 1303.91, "word": " بنرجع", "probability": 0.9676106770833334}, {"start": 1303.91, "end": 1304.31, "word": " للخطوة", "probability": 0.908984375}, {"start": 1304.31, "end": 1304.69, "word": " رقم", "probability": 0.9446614583333334}, {"start": 1304.69, "end": 1305.51, "word": " خمسة", "probability": 0.8468017578125}, {"start": 1305.51, "end": 1305.97, "word": " الخطوة", "probability": 0.97509765625}, {"start": 1305.97, "end": 1306.23, "word": " رقم", "probability": 0.9768880208333334}, {"start": 1306.23, "end": 1306.53, "word": " خمسة", "probability": 0.9716796875}, {"start": 1306.53, "end": 1306.77, "word": " عشان", "probability": 0.98828125}, {"start": 1306.77, "end": 1307.09, "word": " أرجع", "probability": 0.8849283854166666}, {"start": 1307.09, "end": 1307.37, "word": " أعمل", "probability": 0.9697265625}, {"start": 1307.37, "end": 1307.69, "word": " كمان", "probability": 0.97900390625}, {"start": 1307.69, "end": 1308.07, "word": " مرة", "probability": 0.98974609375}, {"start": 1308.07, "end": 1309.37, "word": " أحدد", "probability": 0.9767252604166666}, {"start": 1309.37, "end": 1309.93, "word": " مين", "probability": 0.974853515625}, {"start": 1309.93, "end": 1310.11, "word": " اللي", "probability": 0.984375}, {"start": 1310.11, "end": 1310.43, "word": " الآن", "probability": 0.717041015625}, {"start": 1310.43, "end": 1311.19, "word": " بيحقله", "probability": 0.973828125}, {"start": 1311.19, "end": 1312.11, "word": " أنا", "probability": 0.57177734375}, {"start": 1312.11, "end": 1312.41, "word": " في", "probability": 0.95654296875}, {"start": 1312.41, "end": 1312.83, "word": " الأول", "probability": 0.988525390625}, {"start": 1312.83, "end": 1313.67, "word": " عملت", "probability": 0.9765625}, {"start": 1313.67, "end": 1314.23, "word": " probability", "probability": 0.8564453125}, {"start": 1314.23, "end": 1314.61, "word": " وعملنا", "probability": 0.9302978515625}, {"start": 1314.61, "end": 1315.07, "word": " selection", "probability": 0.9580078125}, {"start": 1315.07, "end": 1315.63, "word": " لاتنين", "probability": 0.822021484375}, {"start": 1315.63, "end": 1316.91, "word": " لاتنين", "probability": 0.766632080078125}, {"start": 1316.91, "end": 1317.43, "word": " هدولة", "probability": 0.945556640625}], "temperature": 1.0}, {"id": 62, "seek": 134355, "start": 1318.49, "end": 1343.55, "text": "عملنا crossover و خلصناه تمام بس الان لـ new generation جدش صار عدد ال chromosomes فيه اتنين يمكن ان انا ال N اكبر من اتنين اكتر من اتنين فبعد ما اكون عملت لهم generation برجع تاني كمان مرة اعمل كمان selection لها chromosomes كمان مرة و قد يكون من ال chromosomes التانين هدولة واحد من ال chromosomes اللي في الأول اتكرر معايا كمان مرة ال probability دي اللي بتقول", "tokens": [25957, 1211, 8315, 33837, 4032, 16490, 1211, 9381, 8315, 3224, 46811, 10943, 4724, 3794, 2423, 7649, 5296, 39184, 777, 5125, 10874, 3215, 8592, 20328, 9640, 6225, 3215, 3215, 2423, 45228, 8978, 3224, 1975, 2655, 1863, 9957, 7251, 43020, 16472, 1975, 8315, 2423, 426, 1975, 4117, 26890, 9154, 1975, 2655, 1863, 9957, 1975, 4117, 2655, 2288, 9154, 1975, 2655, 1863, 9957, 6156, 3555, 22488, 19446, 1975, 30544, 6225, 42213, 2655, 5296, 16095, 5125, 4724, 47341, 3615, 6055, 7649, 1829, 9122, 2304, 7649, 3714, 25720, 1975, 25957, 1211, 9122, 2304, 7649, 9450, 5296, 11296, 45228, 9122, 2304, 7649, 3714, 25720, 4032, 12174, 3215, 7251, 30544, 9154, 2423, 45228, 16712, 7649, 9957, 8032, 3215, 12610, 3660, 36764, 24401, 9154, 2423, 45228, 13672, 1829, 8978, 16247, 12610, 1975, 2655, 37983, 2288, 20449, 995, 25528, 9122, 2304, 7649, 3714, 25720, 2423, 8482, 11778, 1829, 13672, 1829, 39894, 39648], "avg_logprob": -0.17426215163949463, "compression_ratio": 1.982332155477032, "no_speech_prob": 0.0, "words": [{"start": 1318.49, "end": 1319.01, "word": "عملنا", "probability": 0.8328450520833334}, {"start": 1319.01, "end": 1319.51, "word": " crossover", "probability": 0.66357421875}, {"start": 1319.51, "end": 1319.93, "word": " و", "probability": 0.89013671875}, {"start": 1319.93, "end": 1320.85, "word": " خلصناه", "probability": 0.86650390625}, {"start": 1320.85, "end": 1321.29, "word": " تمام", "probability": 0.857666015625}, {"start": 1321.29, "end": 1321.69, "word": " بس", "probability": 0.765869140625}, {"start": 1321.69, "end": 1322.05, "word": " الان", "probability": 0.68408203125}, {"start": 1322.05, "end": 1322.45, "word": " لـ", "probability": 0.5057373046875}, {"start": 1322.45, "end": 1322.77, "word": " new", "probability": 0.448486328125}, {"start": 1322.77, "end": 1325.35, "word": " generation", "probability": 0.853515625}, {"start": 1325.35, "end": 1325.99, "word": " جدش", "probability": 0.6226399739583334}, {"start": 1325.99, "end": 1326.17, "word": " صار", "probability": 0.970703125}, {"start": 1326.17, "end": 1326.43, "word": " عدد", "probability": 0.982421875}, {"start": 1326.43, "end": 1326.53, "word": " ال", "probability": 0.52978515625}, {"start": 1326.53, "end": 1326.81, "word": " chromosomes", "probability": 0.86767578125}, {"start": 1326.81, "end": 1327.15, "word": " فيه", "probability": 0.91162109375}, {"start": 1327.15, "end": 1327.43, "word": " اتنين", "probability": 0.8983154296875}, {"start": 1327.43, "end": 1327.99, "word": " يمكن", "probability": 0.818359375}, {"start": 1327.99, "end": 1328.13, "word": " ان", "probability": 0.4072265625}, {"start": 1328.13, "end": 1328.21, "word": " انا", "probability": 0.8310546875}, {"start": 1328.21, "end": 1328.29, "word": " ال", "probability": 0.63671875}, {"start": 1328.29, "end": 1328.37, "word": " N", "probability": 0.360107421875}, {"start": 1328.37, "end": 1328.67, "word": " اكبر", "probability": 0.7831217447916666}, {"start": 1328.67, "end": 1328.83, "word": " من", "probability": 0.9619140625}, {"start": 1328.83, "end": 1329.11, "word": " اتنين", "probability": 0.957763671875}, {"start": 1329.11, "end": 1329.41, "word": " اكتر", "probability": 0.946533203125}, {"start": 1329.41, "end": 1329.55, "word": " من", "probability": 0.98828125}, {"start": 1329.55, "end": 1329.85, "word": " اتنين", "probability": 0.9923095703125}, {"start": 1329.85, "end": 1330.39, "word": " فبعد", "probability": 0.9586588541666666}, {"start": 1330.39, "end": 1330.51, "word": " ما", "probability": 0.96728515625}, {"start": 1330.51, "end": 1330.67, "word": " اكون", "probability": 0.599365234375}, {"start": 1330.67, "end": 1330.97, "word": " عملت", "probability": 0.8990885416666666}, {"start": 1330.97, "end": 1331.13, "word": " لهم", "probability": 0.799560546875}, {"start": 1331.13, "end": 1331.47, "word": " generation", "probability": 0.95458984375}, {"start": 1331.47, "end": 1331.97, "word": " برجع", "probability": 0.9680989583333334}, {"start": 1331.97, "end": 1332.31, "word": " تاني", "probability": 0.9637044270833334}, {"start": 1332.31, "end": 1332.57, "word": " كمان", "probability": 0.8904622395833334}, {"start": 1332.57, "end": 1332.81, "word": " مرة", "probability": 0.979736328125}, {"start": 1332.81, "end": 1333.15, "word": " اعمل", "probability": 0.9303385416666666}, {"start": 1333.15, "end": 1333.41, "word": " كمان", "probability": 0.9236653645833334}, {"start": 1333.41, "end": 1333.85, "word": " selection", "probability": 0.9326171875}, {"start": 1333.85, "end": 1334.33, "word": " لها", "probability": 0.51947021484375}, {"start": 1334.33, "end": 1335.57, "word": " chromosomes", "probability": 0.32861328125}, {"start": 1335.57, "end": 1335.99, "word": " كمان", "probability": 0.9873046875}, {"start": 1335.99, "end": 1336.31, "word": " مرة", "probability": 0.988037109375}, {"start": 1336.31, "end": 1336.91, "word": " و", "probability": 0.97900390625}, {"start": 1336.91, "end": 1337.11, "word": " قد", "probability": 0.819580078125}, {"start": 1337.11, "end": 1337.61, "word": " يكون", "probability": 0.98974609375}, {"start": 1337.61, "end": 1337.81, "word": " من", "probability": 0.98583984375}, {"start": 1337.81, "end": 1337.91, "word": " ال", "probability": 0.90234375}, {"start": 1337.91, "end": 1338.33, "word": " chromosomes", "probability": 0.9921875}, {"start": 1338.33, "end": 1338.77, "word": " التانين", "probability": 0.9508463541666666}, {"start": 1338.77, "end": 1339.21, "word": " هدولة", "probability": 0.8616943359375}, {"start": 1339.21, "end": 1340.09, "word": " واحد", "probability": 0.988525390625}, {"start": 1340.09, "end": 1340.23, "word": " من", "probability": 0.9765625}, {"start": 1340.23, "end": 1340.31, "word": " ال", "probability": 0.87841796875}, {"start": 1340.31, "end": 1340.63, "word": " chromosomes", "probability": 0.98876953125}, {"start": 1340.63, "end": 1340.81, "word": " اللي", "probability": 0.947265625}, {"start": 1340.81, "end": 1340.89, "word": " في", "probability": 0.88623046875}, {"start": 1340.89, "end": 1341.11, "word": " الأول", "probability": 0.8603515625}, {"start": 1341.11, "end": 1341.51, "word": " اتكرر", "probability": 0.9683837890625}, {"start": 1341.51, "end": 1341.71, "word": " معايا", "probability": 0.8780924479166666}, {"start": 1341.71, "end": 1341.93, "word": " كمان", "probability": 0.9881184895833334}, {"start": 1341.93, "end": 1342.17, "word": " مرة", "probability": 0.99169921875}, {"start": 1342.17, "end": 1342.55, "word": " ال", "probability": 0.63623046875}, {"start": 1342.55, "end": 1342.89, "word": " probability", "probability": 0.9482421875}, {"start": 1342.89, "end": 1343.15, "word": " دي", "probability": 0.5792236328125}, {"start": 1343.15, "end": 1343.21, "word": " اللي", "probability": 0.908447265625}, {"start": 1343.21, "end": 1343.55, "word": " بتقول", "probability": 0.970703125}], "temperature": 1.0}, {"id": 63, "seek": 135386, "start": 1344.16, "end": 1353.86, "text": "الاحتمالية هي اللي بتقول فبخليها احتمالية تختار ليه واحد من الكرموزومات حسب ال fitness value تبعته كويس اعملنا selection كمان مرة", "tokens": [6027, 995, 33753, 2304, 6027, 10632, 39896, 13672, 1829, 39894, 39648, 6156, 3555, 9778, 20292, 11296, 1975, 33753, 2304, 6027, 10632, 6055, 46456, 9640, 32239, 3224, 36764, 24401, 9154, 33251, 2288, 2304, 2407, 11622, 20498, 9307, 11331, 35457, 2423, 15303, 2158, 6055, 3555, 34268, 3224, 9122, 45865, 3794, 1975, 25957, 1211, 8315, 9450, 9122, 2304, 7649, 3714, 25720], "avg_logprob": -0.1549258403858896, "compression_ratio": 1.4370860927152318, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 1344.16, "end": 1344.92, "word": "الاحتمالية", "probability": 0.8822428385416666}, {"start": 1344.92, "end": 1345.06, "word": " هي", "probability": 0.8955078125}, {"start": 1345.06, "end": 1345.18, "word": " اللي", "probability": 0.877685546875}, {"start": 1345.18, "end": 1345.46, "word": " بتقول", "probability": 0.872802734375}, {"start": 1345.46, "end": 1346.14, "word": " فبخليها", "probability": 0.7599609375}, {"start": 1346.14, "end": 1346.6, "word": " احتمالية", "probability": 0.98544921875}, {"start": 1346.6, "end": 1347.02, "word": " تختار", "probability": 0.9913736979166666}, {"start": 1347.02, "end": 1347.5, "word": " ليه", "probability": 0.557373046875}, {"start": 1347.5, "end": 1347.82, "word": " واحد", "probability": 0.986328125}, {"start": 1347.82, "end": 1347.96, "word": " من", "probability": 0.98974609375}, {"start": 1347.96, "end": 1348.68, "word": " الكرموزومات", "probability": 0.7592075892857143}, {"start": 1348.68, "end": 1349.5, "word": " حسب", "probability": 0.96630859375}, {"start": 1349.5, "end": 1349.86, "word": " ال", "probability": 0.8984375}, {"start": 1349.86, "end": 1350.16, "word": " fitness", "probability": 0.87646484375}, {"start": 1350.16, "end": 1350.94, "word": " value", "probability": 0.9482421875}, {"start": 1350.94, "end": 1351.56, "word": " تبعته", "probability": 0.86962890625}, {"start": 1351.56, "end": 1352.62, "word": " كويس", "probability": 0.8556315104166666}, {"start": 1352.62, "end": 1352.96, "word": " اعملنا", "probability": 0.90673828125}, {"start": 1352.96, "end": 1353.28, "word": " selection", "probability": 0.85107421875}, {"start": 1353.28, "end": 1353.6, "word": " كمان", "probability": 0.896484375}, {"start": 1353.6, "end": 1353.86, "word": " مرة", "probability": 0.983154296875}], "temperature": 1.0}, {"id": 64, "seek": 138006, "start": 1355.0, "end": 1380.06, "text": "هنستمر كل مرة نرجع نعمل selection selection لعد ما نسلميه لل size of a new chromosome population فال population اكتفت خلاص حددنا ال N تبعتنا بنوقف فبيصبح equal ل size تبع ال initial population size اللي هو إيش N اللي هو قيمة N الآن بعد ما خلصنا الجيل كله على بعضه خلصناه كامل بنروح لل step رقم 9 عشان", "tokens": [3224, 1863, 14851, 29973, 28242, 3714, 25720, 8717, 47341, 3615, 8717, 25957, 1211, 9450, 9450, 5296, 22488, 19446, 8717, 3794, 19528, 1829, 3224, 24976, 2744, 295, 257, 777, 42896, 4415, 6156, 6027, 4415, 1975, 4117, 2655, 5172, 2655, 16490, 1211, 33546, 11331, 3215, 3215, 8315, 2423, 426, 6055, 3555, 34268, 8315, 44945, 30543, 5172, 6156, 21292, 9381, 49628, 2681, 5296, 2744, 6055, 3555, 3615, 2423, 5883, 4415, 2744, 13672, 1829, 31439, 11933, 1829, 8592, 426, 13672, 1829, 31439, 12174, 32640, 3660, 426, 6024, 48506, 39182, 19446, 16490, 1211, 9381, 8315, 25724, 26895, 28242, 3224, 15844, 45030, 11242, 3224, 16490, 1211, 9381, 8315, 3224, 9122, 10943, 1211, 44945, 32887, 5016, 24976, 1823, 12602, 4587, 2304, 1722, 6225, 8592, 7649], "avg_logprob": -0.1569065191164738, "compression_ratio": 1.6766917293233083, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 1355.0, "end": 1355.72, "word": "هنستمر", "probability": 0.8338623046875}, {"start": 1355.72, "end": 1356.44, "word": " كل", "probability": 0.94140625}, {"start": 1356.44, "end": 1356.62, "word": " مرة", "probability": 0.98681640625}, {"start": 1356.62, "end": 1356.98, "word": " نرجع", "probability": 0.8387044270833334}, {"start": 1356.98, "end": 1357.26, "word": " نعمل", "probability": 0.9894205729166666}, {"start": 1357.26, "end": 1357.64, "word": " selection", "probability": 0.88623046875}, {"start": 1357.64, "end": 1358.02, "word": " selection", "probability": 0.312255859375}, {"start": 1358.02, "end": 1358.34, "word": " لعد", "probability": 0.6060791015625}, {"start": 1358.34, "end": 1358.44, "word": " ما", "probability": 0.9521484375}, {"start": 1358.44, "end": 1359.04, "word": " نسلميه", "probability": 0.7658203125}, {"start": 1359.04, "end": 1359.16, "word": " لل", "probability": 0.70751953125}, {"start": 1359.16, "end": 1359.5, "word": " size", "probability": 0.66748046875}, {"start": 1359.5, "end": 1359.72, "word": " of", "probability": 0.95703125}, {"start": 1359.72, "end": 1359.88, "word": " a", "probability": 0.7314453125}, {"start": 1359.88, "end": 1360.14, "word": " new", "probability": 0.71728515625}, {"start": 1360.14, "end": 1360.96, "word": " chromosome", "probability": 0.96826171875}, {"start": 1360.96, "end": 1362.18, "word": " population", "probability": 0.966796875}, {"start": 1362.18, "end": 1363.16, "word": " فال", "probability": 0.765869140625}, {"start": 1363.16, "end": 1363.54, "word": " population", "probability": 0.97509765625}, {"start": 1363.54, "end": 1364.36, "word": " اكتفت", "probability": 0.9501953125}, {"start": 1364.36, "end": 1364.86, "word": " خلاص", "probability": 0.9417317708333334}, {"start": 1364.86, "end": 1365.64, "word": " حددنا", "probability": 0.97998046875}, {"start": 1365.64, "end": 1365.76, "word": " ال", "probability": 0.9619140625}, {"start": 1365.76, "end": 1365.88, "word": " N", "probability": 0.489990234375}, {"start": 1365.88, "end": 1366.34, "word": " تبعتنا", "probability": 0.9439697265625}, {"start": 1366.34, "end": 1366.92, "word": " بنوقف", "probability": 0.921875}, {"start": 1366.92, "end": 1367.62, "word": " فبيصبح", "probability": 0.853759765625}, {"start": 1367.62, "end": 1367.94, "word": " equal", "probability": 0.94384765625}, {"start": 1367.94, "end": 1368.22, "word": " ل", "probability": 0.544921875}, {"start": 1368.22, "end": 1369.42, "word": " size", "probability": 0.505859375}, {"start": 1369.42, "end": 1369.68, "word": " تبع", "probability": 0.8605143229166666}, {"start": 1369.68, "end": 1369.8, "word": " ال", "probability": 0.96337890625}, {"start": 1369.8, "end": 1370.18, "word": " initial", "probability": 0.93017578125}, {"start": 1370.18, "end": 1370.76, "word": " population", "probability": 0.96826171875}, {"start": 1370.76, "end": 1371.18, "word": " size", "probability": 0.83349609375}, {"start": 1371.18, "end": 1371.34, "word": " اللي", "probability": 0.9208984375}, {"start": 1371.34, "end": 1371.54, "word": " هو", "probability": 0.97705078125}, {"start": 1371.54, "end": 1371.74, "word": " إيش", "probability": 0.6597086588541666}, {"start": 1371.74, "end": 1372.12, "word": " N", "probability": 0.833984375}, {"start": 1372.12, "end": 1372.68, "word": " اللي", "probability": 0.81201171875}, {"start": 1372.68, "end": 1372.78, "word": " هو", "probability": 0.98779296875}, {"start": 1372.78, "end": 1373.08, "word": " قيمة", "probability": 0.9949544270833334}, {"start": 1373.08, "end": 1373.26, "word": " N", "probability": 0.77001953125}, {"start": 1373.26, "end": 1373.86, "word": " الآن", "probability": 0.6146240234375}, {"start": 1373.86, "end": 1374.84, "word": " بعد", "probability": 0.9794921875}, {"start": 1374.84, "end": 1374.96, "word": " ما", "probability": 0.93359375}, {"start": 1374.96, "end": 1375.34, "word": " خلصنا", "probability": 0.9962158203125}, {"start": 1375.34, "end": 1375.74, "word": " الجيل", "probability": 0.96923828125}, {"start": 1375.74, "end": 1376.06, "word": " كله", "probability": 0.9921875}, {"start": 1376.06, "end": 1376.2, "word": " على", "probability": 0.89013671875}, {"start": 1376.2, "end": 1376.7, "word": " بعضه", "probability": 0.9894205729166666}, {"start": 1376.7, "end": 1377.28, "word": " خلصناه", "probability": 0.91875}, {"start": 1377.28, "end": 1377.6, "word": " كامل", "probability": 0.9944661458333334}, {"start": 1377.6, "end": 1378.1, "word": " بنروح", "probability": 0.9713541666666666}, {"start": 1378.1, "end": 1378.26, "word": " لل", "probability": 0.7626953125}, {"start": 1378.26, "end": 1378.54, "word": " step", "probability": 0.95166015625}, {"start": 1378.54, "end": 1378.82, "word": " رقم", "probability": 0.9737955729166666}, {"start": 1378.82, "end": 1379.16, "word": " 9", "probability": 0.68408203125}, {"start": 1379.16, "end": 1380.06, "word": " عشان", "probability": 0.9694010416666666}], "temperature": 1.0}, {"id": 65, "seek": 139978, "start": 1380.74, "end": 1399.78, "text": "نستبدل كل ال initial chromosome population بال population الجديد تبع من؟ تبع ال offspring بعد ذلك بنروح للخطوة الرقم أربعة عشان نرجع نعمل ال offspring هدول نعمل لهم نحسب لهم قيمة ال fitness بتاعتهم", "tokens": [1863, 14851, 44510, 1211, 28242, 2423, 5883, 42896, 4415, 20666, 4415, 25724, 16254, 3215, 6055, 3555, 3615, 9154, 22807, 6055, 3555, 3615, 2423, 36857, 39182, 29910, 23275, 44945, 32887, 5016, 24976, 9778, 9566, 2407, 3660, 34892, 4587, 2304, 5551, 25513, 27884, 6225, 8592, 7649, 8717, 47341, 3615, 8717, 25957, 1211, 2423, 36857, 8032, 3215, 12610, 8717, 25957, 1211, 5296, 16095, 8717, 5016, 35457, 5296, 16095, 12174, 32640, 3660, 2423, 15303, 39894, 995, 34268, 16095], "avg_logprob": -0.16145833174387614, "compression_ratio": 1.5572916666666667, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1380.74, "end": 1381.64, "word": "نستبدل", "probability": 0.902587890625}, {"start": 1381.64, "end": 1382.18, "word": " كل", "probability": 0.9248046875}, {"start": 1382.18, "end": 1382.32, "word": " ال", "probability": 0.892578125}, {"start": 1382.32, "end": 1382.82, "word": " initial", "probability": 0.380615234375}, {"start": 1382.82, "end": 1383.7, "word": " chromosome", "probability": 0.953125}, {"start": 1383.7, "end": 1384.54, "word": " population", "probability": 0.953125}, {"start": 1384.54, "end": 1385.28, "word": " بال", "probability": 0.87255859375}, {"start": 1385.28, "end": 1386.14, "word": " population", "probability": 0.72607421875}, {"start": 1386.14, "end": 1386.82, "word": " الجديد", "probability": 0.8821614583333334}, {"start": 1386.82, "end": 1387.02, "word": " تبع", "probability": 0.7796223958333334}, {"start": 1387.02, "end": 1387.28, "word": " من؟", "probability": 0.49609375}, {"start": 1387.28, "end": 1387.48, "word": " تبع", "probability": 0.8894856770833334}, {"start": 1387.48, "end": 1387.58, "word": " ال", "probability": 0.8115234375}, {"start": 1387.58, "end": 1388.2, "word": " offspring", "probability": 0.57421875}, {"start": 1388.2, "end": 1389.8, "word": " بعد", "probability": 0.6259765625}, {"start": 1389.8, "end": 1390.26, "word": " ذلك", "probability": 0.994384765625}, {"start": 1390.26, "end": 1391.1, "word": " بنروح", "probability": 0.8893229166666666}, {"start": 1391.1, "end": 1391.86, "word": " للخطوة", "probability": 0.90634765625}, {"start": 1391.86, "end": 1392.14, "word": " الرقم", "probability": 0.8359375}, {"start": 1392.14, "end": 1392.6, "word": " أربعة", "probability": 0.7538248697916666}, {"start": 1392.6, "end": 1393.9, "word": " عشان", "probability": 0.9645182291666666}, {"start": 1393.9, "end": 1394.88, "word": " نرجع", "probability": 0.9488932291666666}, {"start": 1394.88, "end": 1395.42, "word": " نعمل", "probability": 0.9943033854166666}, {"start": 1395.42, "end": 1396.08, "word": " ال", "probability": 0.9560546875}, {"start": 1396.08, "end": 1396.46, "word": " offspring", "probability": 0.896484375}, {"start": 1396.46, "end": 1397.04, "word": " هدول", "probability": 0.94580078125}, {"start": 1397.04, "end": 1397.58, "word": " نعمل", "probability": 0.9549153645833334}, {"start": 1397.58, "end": 1397.76, "word": " لهم", "probability": 0.77734375}, {"start": 1397.76, "end": 1398.14, "word": " نحسب", "probability": 0.8894856770833334}, {"start": 1398.14, "end": 1398.48, "word": " لهم", "probability": 0.94091796875}, {"start": 1398.48, "end": 1398.94, "word": " قيمة", "probability": 0.9967447916666666}, {"start": 1398.94, "end": 1399.02, "word": " ال", "probability": 0.88525390625}, {"start": 1399.02, "end": 1399.28, "word": " fitness", "probability": 0.95166015625}, {"start": 1399.28, "end": 1399.78, "word": " بتاعتهم", "probability": 0.8804931640625}], "temperature": 1.0}, {"id": 66, "seek": 142453, "start": 1400.81, "end": 1424.53, "text": "حسب قيمة ال fitness نرجع حسب قيم ال fitness نرجع نبني للجيل اللي وراه لل generation اللي .. اللي بعده لل generation اللي بعده بهذا الشكل بتكون أشتغلنا عليها الآن في حاجات مهمة جدا اللي هي قداش عدد ال iterations بمعنى أكم جيل لأ بدي أبني قبل ما أقول أنه حلت المشكلة هي عندي معادلة", "tokens": [5016, 35457, 12174, 32640, 3660, 2423, 15303, 8717, 47341, 3615, 11331, 35457, 12174, 32640, 2423, 15303, 8717, 47341, 3615, 8717, 3555, 22653, 24976, 7435, 26895, 13672, 1829, 4032, 23557, 3224, 24976, 5125, 13672, 1829, 4386, 13672, 1829, 39182, 3224, 24976, 5125, 13672, 1829, 39182, 3224, 39627, 15730, 25124, 28820, 39894, 30544, 5551, 8592, 2655, 17082, 1211, 8315, 25894, 11296, 6024, 48506, 8978, 11331, 26108, 9307, 3714, 16095, 3660, 10874, 28259, 13672, 1829, 39896, 12174, 3215, 33599, 6225, 3215, 3215, 2423, 36540, 4724, 2304, 3615, 1863, 7578, 5551, 24793, 10874, 26895, 5296, 10721, 4724, 16254, 5551, 3555, 22653, 12174, 36150, 19446, 5551, 39648, 14739, 3224, 11331, 1211, 2655, 9673, 8592, 28820, 3660, 39896, 18871, 16254, 20449, 18513, 37977], "avg_logprob": -0.16287075854459052, "compression_ratio": 1.8925619834710743, "no_speech_prob": 0.0, "words": [{"start": 1400.81, "end": 1401.11, "word": "حسب", "probability": 0.918701171875}, {"start": 1401.11, "end": 1401.49, "word": " قيمة", "probability": 0.8299153645833334}, {"start": 1401.49, "end": 1401.55, "word": " ال", "probability": 0.87158203125}, {"start": 1401.55, "end": 1401.81, "word": " fitness", "probability": 0.2607421875}, {"start": 1401.81, "end": 1402.53, "word": " نرجع", "probability": 0.8746744791666666}, {"start": 1402.53, "end": 1403.79, "word": " حسب", "probability": 0.68408203125}, {"start": 1403.79, "end": 1404.13, "word": " قيم", "probability": 0.982666015625}, {"start": 1404.13, "end": 1404.27, "word": " ال", "probability": 0.8076171875}, {"start": 1404.27, "end": 1404.87, "word": " fitness", "probability": 0.96630859375}, {"start": 1404.87, "end": 1405.63, "word": " نرجع", "probability": 0.9431966145833334}, {"start": 1405.63, "end": 1406.43, "word": " نبني", "probability": 0.9661458333333334}, {"start": 1406.43, "end": 1407.19, "word": " للجيل", "probability": 0.90625}, {"start": 1407.19, "end": 1407.33, "word": " اللي", "probability": 0.85400390625}, {"start": 1407.33, "end": 1407.69, "word": " وراه", "probability": 0.93701171875}, {"start": 1407.69, "end": 1407.93, "word": " لل", "probability": 0.87060546875}, {"start": 1407.93, "end": 1408.39, "word": " generation", "probability": 0.91162109375}, {"start": 1408.39, "end": 1408.65, "word": " اللي", "probability": 0.966796875}, {"start": 1408.65, "end": 1408.81, "word": " ..", "probability": 0.21923828125}, {"start": 1408.81, "end": 1409.33, "word": " اللي", "probability": 0.9404296875}, {"start": 1409.33, "end": 1409.67, "word": " بعده", "probability": 0.921630859375}, {"start": 1409.67, "end": 1410.17, "word": " لل", "probability": 0.791015625}, {"start": 1410.17, "end": 1410.49, "word": " generation", "probability": 0.9599609375}, {"start": 1410.49, "end": 1410.63, "word": " اللي", "probability": 0.9892578125}, {"start": 1410.63, "end": 1410.93, "word": " بعده", "probability": 0.87890625}, {"start": 1410.93, "end": 1411.51, "word": " بهذا", "probability": 0.761962890625}, {"start": 1411.51, "end": 1411.91, "word": " الشكل", "probability": 0.99365234375}, {"start": 1411.91, "end": 1412.57, "word": " بتكون", "probability": 0.95654296875}, {"start": 1412.57, "end": 1413.05, "word": " أشتغلنا", "probability": 0.8816731770833334}, {"start": 1413.05, "end": 1413.37, "word": " عليها", "probability": 0.9921875}, {"start": 1413.37, "end": 1413.93, "word": " الآن", "probability": 0.609375}, {"start": 1413.93, "end": 1415.69, "word": " في", "probability": 0.68896484375}, {"start": 1415.69, "end": 1416.05, "word": " حاجات", "probability": 0.9962565104166666}, {"start": 1416.05, "end": 1416.39, "word": " مهمة", "probability": 0.9853515625}, {"start": 1416.39, "end": 1416.61, "word": " جدا", "probability": 0.985107421875}, {"start": 1416.61, "end": 1416.77, "word": " اللي", "probability": 0.776123046875}, {"start": 1416.77, "end": 1416.91, "word": " هي", "probability": 0.947265625}, {"start": 1416.91, "end": 1417.17, "word": " قداش", "probability": 0.5978190104166666}, {"start": 1417.17, "end": 1417.39, "word": " عدد", "probability": 0.98046875}, {"start": 1417.39, "end": 1417.47, "word": " ال", "probability": 0.9453125}, {"start": 1417.47, "end": 1417.91, "word": " iterations", "probability": 0.9453125}, {"start": 1417.91, "end": 1419.09, "word": " بمعنى", "probability": 0.9458984375}, {"start": 1419.09, "end": 1419.41, "word": " أكم", "probability": 0.802734375}, {"start": 1419.41, "end": 1419.95, "word": " جيل", "probability": 0.981689453125}, {"start": 1419.95, "end": 1420.23, "word": " لأ", "probability": 0.75341796875}, {"start": 1420.23, "end": 1420.53, "word": " بدي", "probability": 0.764404296875}, {"start": 1420.53, "end": 1420.99, "word": " أبني", "probability": 0.93017578125}, {"start": 1420.99, "end": 1421.61, "word": " قبل", "probability": 0.772216796875}, {"start": 1421.61, "end": 1421.77, "word": " ما", "probability": 0.8876953125}, {"start": 1421.77, "end": 1421.91, "word": " أقول", "probability": 0.881591796875}, {"start": 1421.91, "end": 1422.11, "word": " أنه", "probability": 0.55029296875}, {"start": 1422.11, "end": 1422.47, "word": " حلت", "probability": 0.93505859375}, {"start": 1422.47, "end": 1423.43, "word": " المشكلة", "probability": 0.997314453125}, {"start": 1423.43, "end": 1423.81, "word": " هي", "probability": 0.6396484375}, {"start": 1423.81, "end": 1424.05, "word": " عندي", "probability": 0.955810546875}, {"start": 1424.05, "end": 1424.53, "word": " معادلة", "probability": 0.99462890625}], "temperature": 1.0}, {"id": 67, "seek": 144034, "start": 1425.5, "end": 1440.34, "text": "والمعادلة شويه معقدة وفيها function يعني هي multi objective function فيها أكتر من متغير بيحكمه أكتر من output ممكن بدي أحلها أكم EBOC", "tokens": [2407, 45340, 3615, 18513, 37977, 13412, 45865, 3224, 20449, 28543, 3660, 4032, 41185, 11296, 2445, 37495, 22653, 39896, 4825, 10024, 2445, 8978, 11296, 5551, 4117, 2655, 2288, 9154, 44650, 17082, 13546, 4724, 1829, 5016, 24793, 3224, 5551, 4117, 2655, 2288, 9154, 5598, 3714, 43020, 4724, 16254, 5551, 5016, 1211, 11296, 5551, 24793, 462, 15893, 34], "avg_logprob": -0.22586495216403688, "compression_ratio": 1.3691275167785235, "no_speech_prob": 0.0, "words": [{"start": 1425.5, "end": 1426.1, "word": "والمعادلة", "probability": 0.7458984375}, {"start": 1426.1, "end": 1426.84, "word": " شويه", "probability": 0.6333821614583334}, {"start": 1426.84, "end": 1427.54, "word": " معقدة", "probability": 0.93896484375}, {"start": 1427.54, "end": 1428.36, "word": " وفيها", "probability": 0.77734375}, {"start": 1428.36, "end": 1430.56, "word": " function", "probability": 0.49609375}, {"start": 1430.56, "end": 1431.46, "word": " يعني", "probability": 0.8193359375}, {"start": 1431.46, "end": 1431.62, "word": " هي", "probability": 0.67724609375}, {"start": 1431.62, "end": 1431.98, "word": " multi", "probability": 0.73974609375}, {"start": 1431.98, "end": 1432.42, "word": " objective", "probability": 0.66845703125}, {"start": 1432.42, "end": 1432.94, "word": " function", "probability": 0.9775390625}, {"start": 1432.94, "end": 1433.46, "word": " فيها", "probability": 0.91650390625}, {"start": 1433.46, "end": 1433.76, "word": " أكتر", "probability": 0.918701171875}, {"start": 1433.76, "end": 1433.88, "word": " من", "probability": 0.98681640625}, {"start": 1433.88, "end": 1434.4, "word": " متغير", "probability": 0.9529622395833334}, {"start": 1434.4, "end": 1434.9, "word": " بيحكمه", "probability": 0.8978515625}, {"start": 1434.9, "end": 1435.16, "word": " أكتر", "probability": 0.9715576171875}, {"start": 1435.16, "end": 1435.28, "word": " من", "probability": 0.9912109375}, {"start": 1435.28, "end": 1435.6, "word": " output", "probability": 0.978515625}, {"start": 1435.6, "end": 1436.0, "word": " ممكن", "probability": 0.98291015625}, {"start": 1436.0, "end": 1436.7, "word": " بدي", "probability": 0.680419921875}, {"start": 1436.7, "end": 1437.26, "word": " أحلها", "probability": 0.9493408203125}, {"start": 1437.26, "end": 1438.04, "word": " أكم", "probability": 0.917236328125}, {"start": 1438.04, "end": 1440.34, "word": " EBOC", "probability": 0.4757486979166667}], "temperature": 1.0}, {"id": 68, "seek": 146386, "start": 1440.9, "end": 1463.86, "text": "لأ هنا مش هنسميها a book، هنسميها أكم generation بدنا، أكم generation بدنا، فأكم generation يعني ال generation عادة typically من خمسين لخمسمية generation، في الغالب، يعني معظم ال problem إزاي بتشتغل، طيب، ال process كلها على بعض، لو بدي أقول خمسمية generation، الخمسمية generation كلهم على بعض هدولة بسميهم run", "tokens": [1211, 10721, 34105, 37893, 8032, 1863, 38251, 1829, 11296, 257, 1446, 12399, 8032, 1863, 38251, 1829, 11296, 5551, 24793, 5125, 47525, 8315, 12399, 5551, 24793, 5125, 47525, 8315, 12399, 6156, 10721, 24793, 5125, 37495, 22653, 2423, 5125, 6225, 18513, 3660, 5850, 9154, 16490, 2304, 3794, 9957, 5296, 9778, 2304, 38251, 10632, 5125, 12399, 8978, 6024, 118, 6027, 3555, 12399, 37495, 22653, 20449, 19913, 2304, 2423, 1154, 11933, 11622, 47302, 39894, 8592, 2655, 17082, 1211, 12399, 23032, 1829, 3555, 12399, 2423, 1399, 28242, 11296, 15844, 45030, 11242, 12399, 45164, 4724, 16254, 5551, 39648, 16490, 2304, 38251, 10632, 5125, 12399, 33962, 2304, 38251, 10632, 5125, 28242, 16095, 15844, 45030, 11242, 8032, 3215, 12610, 3660, 4724, 38251, 1829, 16095, 1190], "avg_logprob": -0.1794226726485511, "compression_ratio": 1.995744680851064, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1440.9, "end": 1441.16, "word": "لأ", "probability": 0.84033203125}, {"start": 1441.16, "end": 1441.3, "word": " هنا", "probability": 0.54052734375}, {"start": 1441.3, "end": 1441.44, "word": " مش", "probability": 0.85498046875}, {"start": 1441.44, "end": 1441.94, "word": " هنسميها", "probability": 0.88955078125}, {"start": 1441.94, "end": 1442.06, "word": " a", "probability": 0.12164306640625}, {"start": 1442.06, "end": 1442.34, "word": " book،", "probability": 0.53851318359375}, {"start": 1442.34, "end": 1442.8, "word": " هنسميها", "probability": 0.951953125}, {"start": 1442.8, "end": 1443.24, "word": " أكم", "probability": 0.873046875}, {"start": 1443.24, "end": 1444.28, "word": " generation", "probability": 0.92822265625}, {"start": 1444.28, "end": 1445.58, "word": " بدنا،", "probability": 0.7571614583333334}, {"start": 1445.58, "end": 1445.78, "word": " أكم", "probability": 0.862548828125}, {"start": 1445.78, "end": 1446.2, "word": " generation", "probability": 0.9677734375}, {"start": 1446.2, "end": 1446.72, "word": " بدنا،", "probability": 0.8572591145833334}, {"start": 1446.72, "end": 1447.04, "word": " فأكم", "probability": 0.9521484375}, {"start": 1447.04, "end": 1447.54, "word": " generation", "probability": 0.97412109375}, {"start": 1447.54, "end": 1448.2, "word": " يعني", "probability": 0.95849609375}, {"start": 1448.2, "end": 1448.7, "word": " ال", "probability": 0.84814453125}, {"start": 1448.7, "end": 1449.14, "word": " generation", "probability": 0.9462890625}, {"start": 1449.14, "end": 1449.58, "word": " عادة", "probability": 0.8968098958333334}, {"start": 1449.58, "end": 1450.06, "word": " typically", "probability": 0.498046875}, {"start": 1450.06, "end": 1450.52, "word": " من", "probability": 0.98681640625}, {"start": 1450.52, "end": 1451.0, "word": " خمسين", "probability": 0.9473876953125}, {"start": 1451.0, "end": 1451.68, "word": " لخمسمية", "probability": 0.84990234375}, {"start": 1451.68, "end": 1452.7, "word": " generation،", "probability": 0.800048828125}, {"start": 1452.7, "end": 1452.76, "word": " في", "probability": 0.6630859375}, {"start": 1452.76, "end": 1453.2, "word": " الغالب،", "probability": 0.869970703125}, {"start": 1453.2, "end": 1453.22, "word": " يعني", "probability": 0.970458984375}, {"start": 1453.22, "end": 1453.52, "word": " معظم", "probability": 0.8365885416666666}, {"start": 1453.52, "end": 1453.62, "word": " ال", "probability": 0.97412109375}, {"start": 1453.62, "end": 1453.86, "word": " problem", "probability": 0.57080078125}, {"start": 1453.86, "end": 1454.04, "word": " إزاي", "probability": 0.791748046875}, {"start": 1454.04, "end": 1454.72, "word": " بتشتغل،", "probability": 0.8938802083333334}, {"start": 1454.72, "end": 1455.22, "word": " طيب،", "probability": 0.85504150390625}, {"start": 1455.22, "end": 1455.32, "word": " ال", "probability": 0.9775390625}, {"start": 1455.32, "end": 1455.58, "word": " process", "probability": 0.9853515625}, {"start": 1455.58, "end": 1455.86, "word": " كلها", "probability": 0.986572265625}, {"start": 1455.86, "end": 1456.0, "word": " على", "probability": 0.84521484375}, {"start": 1456.0, "end": 1456.9, "word": " بعض،", "probability": 0.9462890625}, {"start": 1456.9, "end": 1457.12, "word": " لو", "probability": 0.98876953125}, {"start": 1457.12, "end": 1457.3, "word": " بدي", "probability": 0.60888671875}, {"start": 1457.3, "end": 1457.42, "word": " أقول", "probability": 0.942138671875}, {"start": 1457.42, "end": 1457.92, "word": " خمسمية", "probability": 0.9317626953125}, {"start": 1457.92, "end": 1459.44, "word": " generation،", "probability": 0.884521484375}, {"start": 1459.44, "end": 1459.96, "word": " الخمسمية", "probability": 0.90576171875}, {"start": 1459.96, "end": 1461.34, "word": " generation", "probability": 0.92333984375}, {"start": 1461.34, "end": 1461.92, "word": " كلهم", "probability": 0.872802734375}, {"start": 1461.92, "end": 1462.1, "word": " على", "probability": 0.93017578125}, {"start": 1462.1, "end": 1462.4, "word": " بعض", "probability": 0.993896484375}, {"start": 1462.4, "end": 1462.82, "word": " هدولة", "probability": 0.7784423828125}, {"start": 1462.82, "end": 1463.34, "word": " بسميهم", "probability": 0.884765625}, {"start": 1463.34, "end": 1463.86, "word": " run", "probability": 0.931640625}], "temperature": 1.0}, {"id": 69, "seek": 148325, "start": 1464.63, "end": 1483.25, "text": "تنفيذة خلاص أنا نفذت مرة ال genetic algorithm عملت تنفيذ كامل ل genetic algorithm تمام ال stochastic زي ما قلنا ال stochastic search method هذه هي الأساس في شغل ال genetic algorithm فال fitness من خلال ال fitness ل ال population و بتخليها دائما", "tokens": [2655, 1863, 41185, 8848, 3660, 16490, 1211, 33546, 41850, 8717, 5172, 8848, 2655, 3714, 25720, 2423, 12462, 9284, 6225, 42213, 2655, 6055, 1863, 41185, 8848, 9122, 10943, 1211, 5296, 12462, 9284, 46811, 10943, 2423, 342, 8997, 2750, 30767, 1829, 19446, 12174, 1211, 8315, 2423, 342, 8997, 2750, 3164, 3170, 29538, 39896, 16247, 3794, 32277, 8978, 13412, 17082, 1211, 2423, 12462, 9284, 6156, 6027, 15303, 9154, 16490, 1211, 6027, 2423, 15303, 5296, 2423, 4415, 4032, 39894, 9778, 20292, 11296, 11778, 16373, 15042], "avg_logprob": -0.1542492332618411, "compression_ratio": 1.6965174129353233, "no_speech_prob": 1.4901161193847656e-06, "words": [{"start": 1464.63, "end": 1465.31, "word": "تنفيذة", "probability": 0.7841796875}, {"start": 1465.31, "end": 1465.61, "word": " خلاص", "probability": 0.7871907552083334}, {"start": 1465.61, "end": 1465.75, "word": " أنا", "probability": 0.68896484375}, {"start": 1465.75, "end": 1466.21, "word": " نفذت", "probability": 0.97705078125}, {"start": 1466.21, "end": 1466.39, "word": " مرة", "probability": 0.96044921875}, {"start": 1466.39, "end": 1466.49, "word": " ال", "probability": 0.8994140625}, {"start": 1466.49, "end": 1466.65, "word": " genetic", "probability": 0.342041015625}, {"start": 1466.65, "end": 1467.11, "word": " algorithm", "probability": 0.93017578125}, {"start": 1467.11, "end": 1467.93, "word": " عملت", "probability": 0.9220377604166666}, {"start": 1467.93, "end": 1468.23, "word": " تنفيذ", "probability": 0.9815673828125}, {"start": 1468.23, "end": 1468.61, "word": " كامل", "probability": 0.9856770833333334}, {"start": 1468.61, "end": 1468.81, "word": " ل", "probability": 0.79833984375}, {"start": 1468.81, "end": 1469.35, "word": " genetic", "probability": 0.74755859375}, {"start": 1469.35, "end": 1469.85, "word": " algorithm", "probability": 0.9169921875}, {"start": 1469.85, "end": 1471.01, "word": " تمام", "probability": 0.932861328125}, {"start": 1471.01, "end": 1471.29, "word": " ال", "probability": 0.70556640625}, {"start": 1471.29, "end": 1471.81, "word": " stochastic", "probability": 0.750244140625}, {"start": 1471.81, "end": 1471.99, "word": " زي", "probability": 0.912353515625}, {"start": 1471.99, "end": 1472.05, "word": " ما", "probability": 0.95849609375}, {"start": 1472.05, "end": 1472.27, "word": " قلنا", "probability": 0.9443359375}, {"start": 1472.27, "end": 1472.35, "word": " ال", "probability": 0.88525390625}, {"start": 1472.35, "end": 1472.83, "word": " stochastic", "probability": 0.7515462239583334}, {"start": 1472.83, "end": 1473.45, "word": " search", "probability": 0.93408203125}, {"start": 1473.45, "end": 1473.85, "word": " method", "probability": 0.98681640625}, {"start": 1473.85, "end": 1474.81, "word": " هذه", "probability": 0.5673828125}, {"start": 1474.81, "end": 1475.17, "word": " هي", "probability": 0.96484375}, {"start": 1475.17, "end": 1475.93, "word": " الأساس", "probability": 0.9441731770833334}, {"start": 1475.93, "end": 1476.05, "word": " في", "probability": 0.96826171875}, {"start": 1476.05, "end": 1476.41, "word": " شغل", "probability": 0.9513346354166666}, {"start": 1476.41, "end": 1476.59, "word": " ال", "probability": 0.9873046875}, {"start": 1476.59, "end": 1476.83, "word": " genetic", "probability": 0.96337890625}, {"start": 1476.83, "end": 1477.33, "word": " algorithm", "probability": 0.9267578125}, {"start": 1477.33, "end": 1477.83, "word": " فال", "probability": 0.965576171875}, {"start": 1477.83, "end": 1478.21, "word": " fitness", "probability": 0.931640625}, {"start": 1478.21, "end": 1478.61, "word": " من", "probability": 0.9755859375}, {"start": 1478.61, "end": 1478.87, "word": " خلال", "probability": 0.98828125}, {"start": 1478.87, "end": 1479.01, "word": " ال", "probability": 0.5859375}, {"start": 1479.01, "end": 1479.43, "word": " fitness", "probability": 0.9716796875}, {"start": 1479.43, "end": 1479.85, "word": " ل", "probability": 0.72314453125}, {"start": 1479.85, "end": 1480.19, "word": " ال", "probability": 0.78369140625}, {"start": 1480.19, "end": 1480.93, "word": " population", "probability": 0.9794921875}, {"start": 1480.93, "end": 1481.71, "word": " و", "probability": 0.47900390625}, {"start": 1481.71, "end": 1482.65, "word": " بتخليها", "probability": 0.9666748046875}, {"start": 1482.65, "end": 1483.25, "word": " دائما", "probability": 0.9158528645833334}], "temperature": 1.0}, {"id": 70, "seek": 151183, "start": 1484.53, "end": 1511.83, "text": "Stable لعدد ال generations فلازم تكون عدد ال generations stable لعند ما .. يعني مايكونش في عندي إشكاليات فأول شغلة اللي هتختلف عن الواقع هي أنه ال chromosome ثابت ال population ثابتة in بدنا نشتغل على عدد generation محدد بعد عدد generation محدد بدنا نوقف", "tokens": [4520, 712, 5296, 22488, 3215, 2423, 10593, 6156, 1211, 31377, 2304, 6055, 30544, 6225, 3215, 3215, 2423, 10593, 8351, 5296, 3615, 41260, 19446, 4386, 37495, 22653, 19446, 1829, 30544, 8592, 8978, 18871, 16254, 11933, 8592, 4117, 6027, 1829, 9307, 6156, 10721, 12610, 13412, 17082, 37977, 13672, 1829, 8032, 2655, 46456, 46538, 18871, 2423, 14407, 4587, 3615, 39896, 14739, 3224, 2423, 42896, 38637, 16758, 2655, 2423, 4415, 38637, 16758, 2655, 3660, 294, 47525, 8315, 8717, 8592, 2655, 17082, 1211, 15844, 6225, 3215, 3215, 5125, 3714, 24401, 3215, 39182, 6225, 3215, 3215, 5125, 3714, 24401, 3215, 47525, 8315, 8717, 30543, 5172], "avg_logprob": -0.16203125283122063, "compression_ratio": 1.7953488372093023, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1484.53, "end": 1485.49, "word": "Stable", "probability": 0.72412109375}, {"start": 1485.49, "end": 1486.45, "word": " لعدد", "probability": 0.9830729166666666}, {"start": 1486.45, "end": 1486.85, "word": " ال", "probability": 0.7392578125}, {"start": 1486.85, "end": 1487.43, "word": " generations", "probability": 0.67626953125}, {"start": 1487.43, "end": 1488.65, "word": " فلازم", "probability": 0.7047119140625}, {"start": 1488.65, "end": 1488.91, "word": " تكون", "probability": 0.7081298828125}, {"start": 1488.91, "end": 1489.21, "word": " عدد", "probability": 0.9772135416666666}, {"start": 1489.21, "end": 1489.31, "word": " ال", "probability": 0.88427734375}, {"start": 1489.31, "end": 1489.87, "word": " generations", "probability": 0.8779296875}, {"start": 1489.87, "end": 1490.61, "word": " stable", "probability": 0.69677734375}, {"start": 1490.61, "end": 1491.37, "word": " لعند", "probability": 0.80810546875}, {"start": 1491.37, "end": 1491.59, "word": " ما", "probability": 0.96044921875}, {"start": 1491.59, "end": 1492.13, "word": " ..", "probability": 0.418701171875}, {"start": 1492.13, "end": 1493.31, "word": " يعني", "probability": 0.876708984375}, {"start": 1493.31, "end": 1493.71, "word": " مايكونش", "probability": 0.8377685546875}, {"start": 1493.71, "end": 1493.83, "word": " في", "probability": 0.92431640625}, {"start": 1493.83, "end": 1493.99, "word": " عندي", "probability": 0.6416015625}, {"start": 1493.99, "end": 1494.45, "word": " إشكاليات", "probability": 0.87353515625}, {"start": 1494.45, "end": 1495.11, "word": " فأول", "probability": 0.9695638020833334}, {"start": 1495.11, "end": 1495.51, "word": " شغلة", "probability": 0.9072265625}, {"start": 1495.51, "end": 1495.91, "word": " اللي", "probability": 0.928955078125}, {"start": 1495.91, "end": 1496.51, "word": " هتختلف", "probability": 0.9405517578125}, {"start": 1496.51, "end": 1496.79, "word": " عن", "probability": 0.99169921875}, {"start": 1496.79, "end": 1497.61, "word": " الواقع", "probability": 0.97705078125}, {"start": 1497.61, "end": 1498.09, "word": " هي", "probability": 0.916015625}, {"start": 1498.09, "end": 1498.53, "word": " أنه", "probability": 0.451904296875}, {"start": 1498.53, "end": 1499.01, "word": " ال", "probability": 0.64111328125}, {"start": 1499.01, "end": 1499.45, "word": " chromosome", "probability": 0.9111328125}, {"start": 1499.45, "end": 1500.39, "word": " ثابت", "probability": 0.99609375}, {"start": 1500.39, "end": 1501.71, "word": " ال", "probability": 0.86572265625}, {"start": 1501.71, "end": 1502.45, "word": " population", "probability": 0.98974609375}, {"start": 1502.45, "end": 1503.67, "word": " ثابتة", "probability": 0.8994140625}, {"start": 1503.67, "end": 1503.89, "word": " in", "probability": 0.41943359375}, {"start": 1503.89, "end": 1505.89, "word": " بدنا", "probability": 0.896728515625}, {"start": 1505.89, "end": 1506.33, "word": " نشتغل", "probability": 0.99521484375}, {"start": 1506.33, "end": 1506.61, "word": " على", "probability": 0.900390625}, {"start": 1506.61, "end": 1507.23, "word": " عدد", "probability": 0.99365234375}, {"start": 1507.23, "end": 1507.83, "word": " generation", "probability": 0.931640625}, {"start": 1507.83, "end": 1508.73, "word": " محدد", "probability": 0.9938151041666666}, {"start": 1508.73, "end": 1510.09, "word": " بعد", "probability": 0.93994140625}, {"start": 1510.09, "end": 1510.39, "word": " عدد", "probability": 0.9938151041666666}, {"start": 1510.39, "end": 1510.73, "word": " generation", "probability": 0.9541015625}, {"start": 1510.73, "end": 1511.09, "word": " محدد", "probability": 0.9933268229166666}, {"start": 1511.09, "end": 1511.33, "word": " بدنا", "probability": 0.96337890625}, {"start": 1511.33, "end": 1511.83, "word": " نوقف", "probability": 0.7767740885416666}], "temperature": 1.0}, {"id": 71, "seek": 153969, "start": 1512.69, "end": 1539.69, "text": "Stochastic كل شغلها هيكون عشوائي شغلها معظمه هيكون عشوائي بمعنى انه كل مرة بنفذ فيها ال genetic algorithm هتطلع نتاج قد تكون مختلفة إذا عدد ال generation موصلنيش لل optimal solution كويس ففي الحالة هذه okay بنكون بنوقف امتى بنقدر نوقف هنوقف اما بعد العدد كله هذا على بعض وبنقيس", "tokens": [4520, 8997, 2750, 28242, 13412, 17082, 1211, 11296, 39896, 30544, 6225, 8592, 2407, 16373, 1829, 13412, 17082, 1211, 11296, 20449, 19913, 2304, 3224, 39896, 30544, 6225, 8592, 2407, 16373, 1829, 4724, 2304, 3615, 1863, 7578, 16472, 3224, 28242, 3714, 25720, 44945, 5172, 8848, 8978, 11296, 2423, 12462, 9284, 8032, 2655, 9566, 1211, 3615, 8717, 2655, 26108, 12174, 3215, 6055, 30544, 3714, 46456, 46538, 3660, 11933, 15730, 6225, 3215, 3215, 2423, 5125, 3714, 2407, 36520, 22653, 8592, 24976, 16252, 3827, 9122, 45865, 3794, 6156, 41185, 21542, 6027, 3660, 29538, 1392, 44945, 30544, 44945, 30543, 5172, 1975, 2304, 49975, 44945, 28543, 2288, 8717, 30543, 5172, 8032, 1863, 30543, 5172, 1975, 15042, 39182, 18863, 3215, 3215, 28242, 3224, 23758, 15844, 45030, 11242, 46599, 1863, 38436, 3794], "avg_logprob": -0.16570060940519457, "compression_ratio": 1.717557251908397, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 1512.69, "end": 1513.45, "word": "Stochastic", "probability": 0.7445475260416666}, {"start": 1513.45, "end": 1514.19, "word": " كل", "probability": 0.57666015625}, {"start": 1514.19, "end": 1514.71, "word": " شغلها", "probability": 0.887939453125}, {"start": 1514.71, "end": 1514.97, "word": " هيكون", "probability": 0.630859375}, {"start": 1514.97, "end": 1515.47, "word": " عشوائي", "probability": 0.9806640625}, {"start": 1515.47, "end": 1516.61, "word": " شغلها", "probability": 0.8807373046875}, {"start": 1516.61, "end": 1517.25, "word": " معظمه", "probability": 0.8714599609375}, {"start": 1517.25, "end": 1517.49, "word": " هيكون", "probability": 0.9189453125}, {"start": 1517.49, "end": 1517.83, "word": " عشوائي", "probability": 0.9892578125}, {"start": 1517.83, "end": 1518.17, "word": " بمعنى", "probability": 0.9537109375}, {"start": 1518.17, "end": 1518.49, "word": " انه", "probability": 0.6146240234375}, {"start": 1518.49, "end": 1518.67, "word": " كل", "probability": 0.966796875}, {"start": 1518.67, "end": 1518.95, "word": " مرة", "probability": 0.993896484375}, {"start": 1518.95, "end": 1519.55, "word": " بنفذ", "probability": 0.90283203125}, {"start": 1519.55, "end": 1520.33, "word": " فيها", "probability": 0.986083984375}, {"start": 1520.33, "end": 1521.01, "word": " ال", "probability": 0.96533203125}, {"start": 1521.01, "end": 1521.31, "word": " genetic", "probability": 0.61328125}, {"start": 1521.31, "end": 1521.75, "word": " algorithm", "probability": 0.90673828125}, {"start": 1521.75, "end": 1522.15, "word": " هتطلع", "probability": 0.88154296875}, {"start": 1522.15, "end": 1522.49, "word": " نتاج", "probability": 0.9523111979166666}, {"start": 1522.49, "end": 1523.43, "word": " قد", "probability": 0.949462890625}, {"start": 1523.43, "end": 1523.71, "word": " تكون", "probability": 0.9853515625}, {"start": 1523.71, "end": 1524.41, "word": " مختلفة", "probability": 0.9931640625}, {"start": 1524.41, "end": 1524.69, "word": " إذا", "probability": 0.7337646484375}, {"start": 1524.69, "end": 1525.23, "word": " عدد", "probability": 0.9908854166666666}, {"start": 1525.23, "end": 1525.37, "word": " ال", "probability": 0.904296875}, {"start": 1525.37, "end": 1525.85, "word": " generation", "probability": 0.92822265625}, {"start": 1525.85, "end": 1526.65, "word": " موصلنيش", "probability": 0.76318359375}, {"start": 1526.65, "end": 1526.79, "word": " لل", "probability": 0.8974609375}, {"start": 1526.79, "end": 1527.07, "word": " optimal", "probability": 0.802734375}, {"start": 1527.07, "end": 1527.61, "word": " solution", "probability": 0.9697265625}, {"start": 1527.61, "end": 1528.39, "word": " كويس", "probability": 0.7838541666666666}, {"start": 1528.39, "end": 1532.09, "word": " ففي", "probability": 0.5478515625}, {"start": 1532.09, "end": 1532.39, "word": " الحالة", "probability": 0.9728190104166666}, {"start": 1532.39, "end": 1532.59, "word": " هذه", "probability": 0.79345703125}, {"start": 1532.59, "end": 1532.81, "word": " okay", "probability": 0.66796875}, {"start": 1532.81, "end": 1533.27, "word": " بنكون", "probability": 0.8818359375}, {"start": 1533.27, "end": 1534.19, "word": " بنوقف", "probability": 0.6747233072916666}, {"start": 1534.19, "end": 1534.43, "word": " امتى", "probability": 0.7684733072916666}, {"start": 1534.43, "end": 1534.77, "word": " بنقدر", "probability": 0.9241536458333334}, {"start": 1534.77, "end": 1535.25, "word": " نوقف", "probability": 0.9850260416666666}, {"start": 1535.25, "end": 1535.85, "word": " هنوقف", "probability": 0.8321533203125}, {"start": 1535.85, "end": 1536.03, "word": " اما", "probability": 0.86083984375}, {"start": 1536.03, "end": 1536.31, "word": " بعد", "probability": 0.97998046875}, {"start": 1536.31, "end": 1536.75, "word": " العدد", "probability": 0.9855143229166666}, {"start": 1536.75, "end": 1537.11, "word": " كله", "probability": 0.968994140625}, {"start": 1537.11, "end": 1537.27, "word": " هذا", "probability": 0.79296875}, {"start": 1537.27, "end": 1537.43, "word": " على", "probability": 0.9033203125}, {"start": 1537.43, "end": 1537.77, "word": " بعض", "probability": 0.990478515625}, {"start": 1537.77, "end": 1539.69, "word": " وبنقيس", "probability": 0.771484375}], "temperature": 1.0}, {"id": 72, "seek": 156299, "start": 1540.55, "end": 1562.99, "text": "أفضل حالة من الخمسمائية نفترض أفضل حالة أو حل من الخمسمائية generation هدول أفضل حل فيهم أجيت طبقته وجدت أنه لأ مش مرضى بنرجع بنعيدها كمان مرة بنرجع بنعيدها كمان مرة لما نوقف فممكن جدا إذا ماوصلتش ل satisfactory solution", "tokens": [10721, 5172, 11242, 1211, 11331, 6027, 3660, 9154, 33962, 2304, 38251, 16373, 10632, 8717, 5172, 2655, 43042, 5551, 5172, 11242, 1211, 11331, 6027, 3660, 34051, 11331, 1211, 9154, 33962, 2304, 38251, 16373, 10632, 5125, 8032, 3215, 12610, 5551, 5172, 11242, 1211, 11331, 1211, 8978, 16095, 5551, 7435, 36081, 23032, 3555, 38149, 3224, 49610, 3215, 2655, 14739, 3224, 5296, 10721, 37893, 3714, 43042, 7578, 44945, 47341, 3615, 44945, 3615, 25708, 11296, 9122, 2304, 7649, 3714, 25720, 44945, 47341, 3615, 44945, 3615, 25708, 11296, 9122, 2304, 7649, 3714, 25720, 5296, 15042, 8717, 30543, 5172, 6156, 2304, 43020, 10874, 28259, 11933, 15730, 19446, 2407, 36520, 2655, 8592, 5296, 48614, 3827], "avg_logprob": -0.2009548544883728, "compression_ratio": 1.7751196172248804, "no_speech_prob": 0.0, "words": [{"start": 1540.55, "end": 1541.53, "word": "أفضل", "probability": 0.8992919921875}, {"start": 1541.53, "end": 1542.09, "word": " حالة", "probability": 0.9461263020833334}, {"start": 1542.09, "end": 1542.21, "word": " من", "probability": 0.79833984375}, {"start": 1542.21, "end": 1542.83, "word": " الخمسمائية", "probability": 0.6623291015625}, {"start": 1542.83, "end": 1543.29, "word": " نفترض", "probability": 0.75506591796875}, {"start": 1543.29, "end": 1545.51, "word": " أفضل", "probability": 0.731231689453125}, {"start": 1545.51, "end": 1545.93, "word": " حالة", "probability": 0.7159830729166666}, {"start": 1545.93, "end": 1546.45, "word": " أو", "probability": 0.63232421875}, {"start": 1546.45, "end": 1546.87, "word": " حل", "probability": 0.8857421875}, {"start": 1546.87, "end": 1547.21, "word": " من", "probability": 0.947265625}, {"start": 1547.21, "end": 1547.87, "word": " الخمسمائية", "probability": 0.9509765625}, {"start": 1547.87, "end": 1548.63, "word": " generation", "probability": 0.630859375}, {"start": 1548.63, "end": 1549.07, "word": " هدول", "probability": 0.8650716145833334}, {"start": 1549.07, "end": 1549.81, "word": " أفضل", "probability": 0.951416015625}, {"start": 1549.81, "end": 1550.05, "word": " حل", "probability": 0.879150390625}, {"start": 1550.05, "end": 1550.35, "word": " فيهم", "probability": 0.945068359375}, {"start": 1550.35, "end": 1550.69, "word": " أجيت", "probability": 0.6702473958333334}, {"start": 1550.69, "end": 1551.45, "word": " طبقته", "probability": 0.95166015625}, {"start": 1551.45, "end": 1552.01, "word": " وجدت", "probability": 0.8933919270833334}, {"start": 1552.01, "end": 1552.23, "word": " أنه", "probability": 0.784912109375}, {"start": 1552.23, "end": 1552.39, "word": " لأ", "probability": 0.93505859375}, {"start": 1552.39, "end": 1552.65, "word": " مش", "probability": 0.94677734375}, {"start": 1552.65, "end": 1553.11, "word": " مرضى", "probability": 0.8824869791666666}, {"start": 1553.11, "end": 1553.71, "word": " بنرجع", "probability": 0.8650716145833334}, {"start": 1553.71, "end": 1554.11, "word": " بنعيدها", "probability": 0.9093017578125}, {"start": 1554.11, "end": 1554.33, "word": " كمان", "probability": 0.9588216145833334}, {"start": 1554.33, "end": 1554.57, "word": " مرة", "probability": 0.956298828125}, {"start": 1554.57, "end": 1554.95, "word": " بنرجع", "probability": 0.7742513020833334}, {"start": 1554.95, "end": 1555.49, "word": " بنعيدها", "probability": 0.960205078125}, {"start": 1555.49, "end": 1556.13, "word": " كمان", "probability": 0.9617513020833334}, {"start": 1556.13, "end": 1556.33, "word": " مرة", "probability": 0.986572265625}, {"start": 1556.33, "end": 1556.77, "word": " لما", "probability": 0.875244140625}, {"start": 1556.77, "end": 1559.31, "word": " نوقف", "probability": 0.7257486979166666}, {"start": 1559.31, "end": 1559.87, "word": " فممكن", "probability": 0.94921875}, {"start": 1559.87, "end": 1560.33, "word": " جدا", "probability": 0.98681640625}, {"start": 1560.33, "end": 1560.59, "word": " إذا", "probability": 0.959228515625}, {"start": 1560.59, "end": 1561.09, "word": " ماوصلتش", "probability": 0.9302734375}, {"start": 1561.09, "end": 1561.21, "word": " ل", "probability": 0.810546875}, {"start": 1561.21, "end": 1561.67, "word": " satisfactory", "probability": 0.2017822265625}, {"start": 1561.67, "end": 1562.99, "word": " solution", "probability": 0.94384765625}], "temperature": 1.0}, {"id": 73, "seek": 157055, "start": 1563.91, "end": 1570.55, "text": "ماوصلتش لأ الحل المرضى الـ Genetic algorithm is restarted نرجع نقيتها من أول و جديد", "tokens": [15042, 2407, 36520, 2655, 8592, 5296, 10721, 21542, 1211, 9673, 43042, 7578, 2423, 39184, 3632, 3532, 9284, 307, 21022, 292, 8717, 47341, 3615, 8717, 4587, 36081, 11296, 9154, 5551, 12610, 4032, 10874, 16254, 3215], "avg_logprob": -0.23504464626312255, "compression_ratio": 1.0775862068965518, "no_speech_prob": 0.0, "words": [{"start": 1563.91, "end": 1564.59, "word": "ماوصلتش", "probability": 0.8004638671875}, {"start": 1564.59, "end": 1564.77, "word": " لأ", "probability": 0.89013671875}, {"start": 1564.77, "end": 1565.09, "word": " الحل", "probability": 0.85302734375}, {"start": 1565.09, "end": 1565.65, "word": " المرضى", "probability": 0.9329427083333334}, {"start": 1565.65, "end": 1566.47, "word": " الـ", "probability": 0.71240234375}, {"start": 1566.47, "end": 1566.73, "word": " Genetic", "probability": 0.534423828125}, {"start": 1566.73, "end": 1567.11, "word": " algorithm", "probability": 0.496826171875}, {"start": 1567.11, "end": 1567.61, "word": " is", "probability": 0.93408203125}, {"start": 1567.61, "end": 1568.83, "word": " restarted", "probability": 0.93994140625}, {"start": 1568.83, "end": 1569.37, "word": " نرجع", "probability": 0.8250325520833334}, {"start": 1569.37, "end": 1569.67, "word": " نقيتها", "probability": 0.8099365234375}, {"start": 1569.67, "end": 1569.77, "word": " من", "probability": 0.97998046875}, {"start": 1569.77, "end": 1570.05, "word": " أول", "probability": 0.943359375}, {"start": 1570.05, "end": 1570.17, "word": " و", "probability": 0.79296875}, {"start": 1570.17, "end": 1570.55, "word": " جديد", "probability": 0.8603515625}], "temperature": 1.0}, {"id": 74, "seek": 159384, "start": 1572.68, "end": 1593.84, "text": "بكافة كلام نظري ناخد أمثلة عشان نشوف نطبق شوية الكلام هذا كيف ممكن نطبقه بشكل حقيقي لأن زي ما قلنا Stochastic Model قبل هيك ماكنش في مجال نكتب إشي لأنه معتمد بشكل كتير على ال probability فالأن لأ بدنا من خلال مثال عشان نتبين الأمور أكتر هفترض أن ال genetic algorithm ك case study بدأ تحللنا", "tokens": [3555, 4117, 31845, 3660, 28242, 10943, 8717, 19913, 16572, 8717, 47283, 3215, 5551, 2304, 12984, 37977, 6225, 8592, 7649, 8717, 8592, 38688, 8717, 9566, 3555, 4587, 13412, 2407, 10632, 2423, 28820, 10943, 23758, 9122, 33911, 3714, 43020, 8717, 9566, 3555, 4587, 3224, 4724, 8592, 28820, 11331, 38436, 38436, 5296, 33456, 30767, 1829, 19446, 12174, 1211, 8315, 745, 8997, 2750, 17105, 12174, 36150, 39896, 4117, 19446, 19452, 8592, 8978, 3714, 7435, 6027, 8717, 4117, 2655, 3555, 11933, 8592, 1829, 5296, 33456, 3224, 20449, 39237, 3215, 4724, 8592, 28820, 9122, 2655, 13546, 15844, 2423, 8482, 6156, 6027, 33456, 5296, 10721, 47525, 8315, 9154, 16490, 1211, 6027, 50113, 6027, 6225, 8592, 7649, 8717, 2655, 3555, 9957, 16247, 2304, 13063, 5551, 4117, 2655, 2288, 8032, 5172, 2655, 43042, 14739, 2423, 12462, 9284, 9122, 1389, 2979, 47525, 10721, 6055, 5016, 1211, 1211, 8315], "avg_logprob": -0.1590602490112936, "compression_ratio": 1.6808510638297873, "no_speech_prob": 4.649162292480469e-06, "words": [{"start": 1572.68, "end": 1573.26, "word": "بكافة", "probability": 0.61370849609375}, {"start": 1573.26, "end": 1573.48, "word": " كلام", "probability": 0.953857421875}, {"start": 1573.48, "end": 1573.86, "word": " نظري", "probability": 0.9832356770833334}, {"start": 1573.86, "end": 1574.56, "word": " ناخد", "probability": 0.8629557291666666}, {"start": 1574.56, "end": 1574.94, "word": " أمثلة", "probability": 0.8963623046875}, {"start": 1574.94, "end": 1575.2, "word": " عشان", "probability": 0.9264322916666666}, {"start": 1575.2, "end": 1575.44, "word": " نشوف", "probability": 0.7823893229166666}, {"start": 1575.44, "end": 1575.84, "word": " نطبق", "probability": 0.9158935546875}, {"start": 1575.84, "end": 1576.12, "word": " شوية", "probability": 0.8582356770833334}, {"start": 1576.12, "end": 1576.54, "word": " الكلام", "probability": 0.9490559895833334}, {"start": 1576.54, "end": 1576.9, "word": " هذا", "probability": 0.8583984375}, {"start": 1576.9, "end": 1577.64, "word": " كيف", "probability": 0.918212890625}, {"start": 1577.64, "end": 1577.92, "word": " ممكن", "probability": 0.98193359375}, {"start": 1577.92, "end": 1578.4, "word": " نطبقه", "probability": 0.97509765625}, {"start": 1578.4, "end": 1578.78, "word": " بشكل", "probability": 0.98779296875}, {"start": 1578.78, "end": 1579.4, "word": " حقيقي", "probability": 0.98193359375}, {"start": 1579.4, "end": 1579.76, "word": " لأن", "probability": 0.5826416015625}, {"start": 1579.76, "end": 1579.84, "word": " زي", "probability": 0.6875}, {"start": 1579.84, "end": 1579.94, "word": " ما", "probability": 0.984375}, {"start": 1579.94, "end": 1580.14, "word": " قلنا", "probability": 0.7937825520833334}, {"start": 1580.14, "end": 1580.78, "word": " Stochastic", "probability": 0.6901448567708334}, {"start": 1580.78, "end": 1581.12, "word": " Model", "probability": 0.6494140625}, {"start": 1581.12, "end": 1582.3, "word": " قبل", "probability": 0.747802734375}, {"start": 1582.3, "end": 1582.5, "word": " هيك", "probability": 0.8056640625}, {"start": 1582.5, "end": 1582.78, "word": " ماكنش", "probability": 0.8528645833333334}, {"start": 1582.78, "end": 1582.9, "word": " في", "probability": 0.89697265625}, {"start": 1582.9, "end": 1583.32, "word": " مجال", "probability": 0.9176432291666666}, {"start": 1583.32, "end": 1584.46, "word": " نكتب", "probability": 0.9874267578125}, {"start": 1584.46, "end": 1584.66, "word": " إشي", "probability": 0.7660319010416666}, {"start": 1584.66, "end": 1584.88, "word": " لأنه", "probability": 0.8385416666666666}, {"start": 1584.88, "end": 1585.24, "word": " معتمد", "probability": 0.9490559895833334}, {"start": 1585.24, "end": 1585.58, "word": " بشكل", "probability": 0.9851888020833334}, {"start": 1585.58, "end": 1585.88, "word": " كتير", "probability": 0.9710286458333334}, {"start": 1585.88, "end": 1586.24, "word": " على", "probability": 0.365478515625}, {"start": 1586.24, "end": 1586.42, "word": " ال", "probability": 0.767578125}, {"start": 1586.42, "end": 1586.9, "word": " probability", "probability": 0.60595703125}, {"start": 1586.9, "end": 1587.52, "word": " فالأن", "probability": 0.783447265625}, {"start": 1587.52, "end": 1587.72, "word": " لأ", "probability": 0.966064453125}, {"start": 1587.72, "end": 1587.96, "word": " بدنا", "probability": 0.8876953125}, {"start": 1587.96, "end": 1588.08, "word": " من", "probability": 0.9921875}, {"start": 1588.08, "end": 1588.36, "word": " خلال", "probability": 0.9918619791666666}, {"start": 1588.36, "end": 1588.7, "word": " مثال", "probability": 0.95751953125}, {"start": 1588.7, "end": 1588.98, "word": " عشان", "probability": 0.9827473958333334}, {"start": 1588.98, "end": 1589.4, "word": " نتبين", "probability": 0.8560791015625}, {"start": 1589.4, "end": 1589.7, "word": " الأمور", "probability": 0.9659830729166666}, {"start": 1589.7, "end": 1589.98, "word": " أكتر", "probability": 0.976318359375}, {"start": 1589.98, "end": 1590.72, "word": " هفترض", "probability": 0.884521484375}, {"start": 1590.72, "end": 1590.86, "word": " أن", "probability": 0.64794921875}, {"start": 1590.86, "end": 1590.96, "word": " ال", "probability": 0.888671875}, {"start": 1590.96, "end": 1591.2, "word": " genetic", "probability": 0.47216796875}, {"start": 1591.2, "end": 1591.7, "word": " algorithm", "probability": 0.90478515625}, {"start": 1591.7, "end": 1592.14, "word": " ك", "probability": 0.947265625}, {"start": 1592.14, "end": 1592.34, "word": " case", "probability": 0.89453125}, {"start": 1592.34, "end": 1592.76, "word": " study", "probability": 0.96240234375}, {"start": 1592.76, "end": 1593.2, "word": " بدأ", "probability": 0.870849609375}, {"start": 1593.2, "end": 1593.84, "word": " تحللنا", "probability": 0.93916015625}], "temperature": 1.0}, {"id": 75, "seek": 162022, "start": 1594.48, "end": 1620.22, "text": "بشكل أساسي المعادلة 15x ناقص x تربيع بدا نعملها Maximize Maximize يعني بتجيب أعلى نقطة ل x بتعطيني أعلى قيمة أو بتاخد قيمة x الأفضل مش أعلى هي optimal x عشان تعطيني أعلى قيمة لل f of x لل functional value هذه تمام مبدأيا هقول أن الحل من 0 ل 15", "tokens": [3555, 8592, 28820, 5551, 3794, 32277, 1829, 9673, 3615, 18513, 37977, 2119, 87, 8717, 995, 4587, 9381, 2031, 6055, 2288, 21292, 3615, 4724, 28259, 8717, 25957, 1211, 11296, 29076, 1125, 29076, 1125, 37495, 22653, 39894, 7435, 1829, 3555, 5551, 3615, 23942, 8717, 47432, 3660, 5296, 2031, 39894, 3615, 9566, 9957, 1829, 5551, 3615, 23942, 12174, 32640, 3660, 34051, 39894, 47283, 3215, 12174, 32640, 3660, 2031, 16247, 5172, 11242, 1211, 37893, 5551, 3615, 23942, 39896, 16252, 2031, 6225, 8592, 7649, 6055, 3615, 9566, 9957, 1829, 5551, 3615, 23942, 12174, 32640, 3660, 24976, 283, 295, 2031, 24976, 11745, 2158, 29538, 46811, 10943, 3714, 44510, 10721, 25528, 8032, 39648, 14739, 21542, 1211, 9154, 1958, 5296, 2119], "avg_logprob": -0.18516995862387775, "compression_ratio": 1.648068669527897, "no_speech_prob": 2.3245811462402344e-06, "words": [{"start": 1594.48, "end": 1594.82, "word": "بشكل", "probability": 0.9191080729166666}, {"start": 1594.82, "end": 1595.18, "word": " أساسي", "probability": 0.9549560546875}, {"start": 1595.18, "end": 1595.74, "word": " المعادلة", "probability": 0.944091796875}, {"start": 1595.74, "end": 1596.76, "word": " 15x", "probability": 0.614013671875}, {"start": 1596.76, "end": 1597.72, "word": " ناقص", "probability": 0.7583465576171875}, {"start": 1597.72, "end": 1598.02, "word": " x", "probability": 0.82568359375}, {"start": 1598.02, "end": 1598.7, "word": " تربيع", "probability": 0.83837890625}, {"start": 1598.7, "end": 1599.12, "word": " بدا", "probability": 0.21112060546875}, {"start": 1599.12, "end": 1599.5, "word": " نعملها", "probability": 0.966552734375}, {"start": 1599.5, "end": 1600.74, "word": " Maximize", "probability": 0.6832275390625}, {"start": 1600.74, "end": 1601.44, "word": " Maximize", "probability": 0.862060546875}, {"start": 1601.44, "end": 1601.56, "word": " يعني", "probability": 0.959716796875}, {"start": 1601.56, "end": 1601.96, "word": " بتجيب", "probability": 0.77142333984375}, {"start": 1601.96, "end": 1602.42, "word": " أعلى", "probability": 0.9602864583333334}, {"start": 1602.42, "end": 1603.1, "word": " نقطة", "probability": 0.9855143229166666}, {"start": 1603.1, "end": 1603.2, "word": " ل", "probability": 0.92822265625}, {"start": 1603.2, "end": 1603.5, "word": " x", "probability": 0.51123046875}, {"start": 1603.5, "end": 1605.42, "word": " بتعطيني", "probability": 0.8892578125}, {"start": 1605.42, "end": 1605.94, "word": " أعلى", "probability": 0.9742838541666666}, {"start": 1605.94, "end": 1606.92, "word": " قيمة", "probability": 0.99169921875}, {"start": 1606.92, "end": 1607.22, "word": " أو", "probability": 0.72216796875}, {"start": 1607.22, "end": 1607.72, "word": " بتاخد", "probability": 0.7862141927083334}, {"start": 1607.72, "end": 1608.34, "word": " قيمة", "probability": 0.9873046875}, {"start": 1608.34, "end": 1608.62, "word": " x", "probability": 0.939453125}, {"start": 1608.62, "end": 1609.32, "word": " الأفضل", "probability": 0.9935302734375}, {"start": 1609.32, "end": 1609.94, "word": " مش", "probability": 0.90185546875}, {"start": 1609.94, "end": 1610.26, "word": " أعلى", "probability": 0.93701171875}, {"start": 1610.26, "end": 1610.64, "word": " هي", "probability": 0.88916015625}, {"start": 1610.64, "end": 1611.14, "word": " optimal", "probability": 0.837890625}, {"start": 1611.14, "end": 1612.0, "word": " x", "probability": 0.91259765625}, {"start": 1612.0, "end": 1612.56, "word": " عشان", "probability": 0.98046875}, {"start": 1612.56, "end": 1612.98, "word": " تعطيني", "probability": 0.871337890625}, {"start": 1612.98, "end": 1613.3, "word": " أعلى", "probability": 0.9807942708333334}, {"start": 1613.3, "end": 1613.66, "word": " قيمة", "probability": 0.9933268229166666}, {"start": 1613.66, "end": 1613.8, "word": " لل", "probability": 0.7783203125}, {"start": 1613.8, "end": 1613.94, "word": " f", "probability": 0.4306640625}, {"start": 1613.94, "end": 1614.12, "word": " of", "probability": 0.546875}, {"start": 1614.12, "end": 1614.4, "word": " x", "probability": 0.96923828125}, {"start": 1614.4, "end": 1614.94, "word": " لل", "probability": 0.8779296875}, {"start": 1614.94, "end": 1615.36, "word": " functional", "probability": 0.8515625}, {"start": 1615.36, "end": 1615.78, "word": " value", "probability": 0.99072265625}, {"start": 1615.78, "end": 1616.1, "word": " هذه", "probability": 0.4169921875}, {"start": 1616.1, "end": 1616.74, "word": " تمام", "probability": 0.883056640625}, {"start": 1616.74, "end": 1618.38, "word": " مبدأيا", "probability": 0.874755859375}, {"start": 1618.38, "end": 1618.74, "word": " هقول", "probability": 0.837158203125}, {"start": 1618.74, "end": 1618.86, "word": " أن", "probability": 0.55859375}, {"start": 1618.86, "end": 1619.14, "word": " الحل", "probability": 0.7076416015625}, {"start": 1619.14, "end": 1619.28, "word": " من", "probability": 0.96240234375}, {"start": 1619.28, "end": 1619.58, "word": " 0", "probability": 0.5556640625}, {"start": 1619.58, "end": 1619.8, "word": " ل", "probability": 0.75830078125}, {"start": 1619.8, "end": 1620.22, "word": " 15", "probability": 0.568359375}], "temperature": 1.0}, {"id": 76, "seek": 163872, "start": 1621.42, "end": 1638.72, "text": "فابد أحدد ال interval تبعتي اللي بقاشي أتعمل فيها فال interval ال initial interval بتاعتنا من 0 ل 15 نبدأ منها و هقول أنه عدد ال bits ل ال chromosome أربعة عدد ال bits أربعة و بدي أتعامل على أساس أن الحل integer", "tokens": [5172, 16758, 3215, 5551, 24401, 3215, 2423, 15035, 6055, 3555, 3615, 31371, 13672, 1829, 4724, 4587, 33599, 1829, 5551, 2655, 25957, 1211, 8978, 11296, 6156, 6027, 15035, 2423, 5883, 15035, 39894, 995, 34268, 8315, 9154, 1958, 5296, 2119, 8717, 44510, 10721, 9154, 11296, 4032, 8032, 39648, 14739, 3224, 6225, 3215, 3215, 2423, 9239, 5296, 2423, 42896, 5551, 25513, 27884, 6225, 3215, 3215, 2423, 9239, 5551, 25513, 27884, 4032, 4724, 16254, 5551, 2655, 3615, 10943, 1211, 15844, 5551, 3794, 32277, 14739, 21542, 1211, 24922], "avg_logprob": -0.26097469599474044, "compression_ratio": 1.7074468085106382, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 1621.42, "end": 1621.76, "word": "فابد", "probability": 0.5383707682291666}, {"start": 1621.76, "end": 1622.36, "word": " أحدد", "probability": 0.808837890625}, {"start": 1622.36, "end": 1623.04, "word": " ال", "probability": 0.9345703125}, {"start": 1623.04, "end": 1624.04, "word": " interval", "probability": 0.5966796875}, {"start": 1624.04, "end": 1624.44, "word": " تبعتي", "probability": 0.691650390625}, {"start": 1624.44, "end": 1624.5, "word": " اللي", "probability": 0.81103515625}, {"start": 1624.5, "end": 1624.66, "word": " بقاشي", "probability": 0.5380859375}, {"start": 1624.66, "end": 1624.78, "word": " أتعمل", "probability": 0.7303466796875}, {"start": 1624.78, "end": 1625.12, "word": " فيها", "probability": 0.9423828125}, {"start": 1625.12, "end": 1625.52, "word": " فال", "probability": 0.59033203125}, {"start": 1625.52, "end": 1625.88, "word": " interval", "probability": 0.8916015625}, {"start": 1625.88, "end": 1626.02, "word": " ال", "probability": 0.58154296875}, {"start": 1626.02, "end": 1626.16, "word": " initial", "probability": 0.81201171875}, {"start": 1626.16, "end": 1626.54, "word": " interval", "probability": 0.7734375}, {"start": 1626.54, "end": 1626.82, "word": " بتاعتنا", "probability": 0.921630859375}, {"start": 1626.82, "end": 1626.98, "word": " من", "probability": 0.962890625}, {"start": 1626.98, "end": 1627.28, "word": " 0", "probability": 0.52783203125}, {"start": 1627.28, "end": 1627.58, "word": " ل", "probability": 0.4521484375}, {"start": 1627.58, "end": 1627.92, "word": " 15", "probability": 0.6318359375}, {"start": 1627.92, "end": 1628.44, "word": " نبدأ", "probability": 0.9567057291666666}, {"start": 1628.44, "end": 1628.8, "word": " منها", "probability": 0.98876953125}, {"start": 1628.8, "end": 1629.36, "word": " و", "probability": 0.88037109375}, {"start": 1629.36, "end": 1630.02, "word": " هقول", "probability": 0.806884765625}, {"start": 1630.02, "end": 1630.32, "word": " أنه", "probability": 0.730712890625}, {"start": 1630.32, "end": 1630.78, "word": " عدد", "probability": 0.9837239583333334}, {"start": 1630.78, "end": 1631.06, "word": " ال", "probability": 0.986328125}, {"start": 1631.06, "end": 1631.42, "word": " bits", "probability": 0.91357421875}, {"start": 1631.42, "end": 1632.14, "word": " ل", "probability": 0.912109375}, {"start": 1632.14, "end": 1632.8, "word": " ال", "probability": 0.372314453125}, {"start": 1632.8, "end": 1633.26, "word": " chromosome", "probability": 0.9462890625}, {"start": 1633.26, "end": 1634.56, "word": " أربعة", "probability": 0.8058268229166666}, {"start": 1634.56, "end": 1635.22, "word": " عدد", "probability": 0.95751953125}, {"start": 1635.22, "end": 1635.32, "word": " ال", "probability": 0.984375}, {"start": 1635.32, "end": 1635.54, "word": " bits", "probability": 0.8994140625}, {"start": 1635.54, "end": 1636.06, "word": " أربعة", "probability": 0.966796875}, {"start": 1636.06, "end": 1636.36, "word": " و", "probability": 0.80224609375}, {"start": 1636.36, "end": 1636.54, "word": " بدي", "probability": 0.83837890625}, {"start": 1636.54, "end": 1637.06, "word": " أتعامل", "probability": 0.93056640625}, {"start": 1637.06, "end": 1637.3, "word": " على", "probability": 0.93359375}, {"start": 1637.3, "end": 1637.54, "word": " أساس", "probability": 0.9318033854166666}, {"start": 1637.54, "end": 1637.68, "word": " أن", "probability": 0.64208984375}, {"start": 1637.68, "end": 1638.16, "word": " الحل", "probability": 0.598876953125}, {"start": 1638.16, "end": 1638.72, "word": " integer", "probability": 0.953125}], "temperature": 1.0}, {"id": 77, "seek": 166754, "start": 1639.62, "end": 1667.54, "text": "بدنا نتعامل معاه على أساس انه الحل integer ف 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 هذه الحلول الممكنة هذه الحلول الممكنة تمام ال population تبعتنا ستة بمعنى انه في كل جيل بيكون فيه ست حلول فقط ست حلول فقط وهذا ال coding تبعهم عملناه معاملة conic binary code لكل حل ممكن من الحلول بهذا الشكل اللي احنا شايفينه من صفر لخمس عشر", "tokens": [44510, 8315, 8717, 2655, 3615, 10943, 1211, 20449, 40294, 15844, 5551, 3794, 32277, 16472, 3224, 21542, 1211, 24922, 6156, 502, 568, 805, 1017, 1025, 1386, 1614, 1649, 1722, 1266, 2975, 2272, 3705, 3499, 2119, 29538, 21542, 1211, 12610, 9673, 43020, 3660, 29538, 21542, 1211, 12610, 9673, 43020, 3660, 46811, 10943, 2423, 4415, 6055, 3555, 34268, 8315, 8608, 2655, 3660, 4724, 2304, 3615, 1863, 7578, 16472, 3224, 8978, 28242, 10874, 26895, 4724, 1829, 30544, 8978, 3224, 8608, 2655, 11331, 1211, 12610, 6156, 47432, 8608, 2655, 11331, 1211, 12610, 6156, 47432, 37037, 15730, 2423, 17720, 6055, 3555, 3615, 16095, 6225, 42213, 8315, 3224, 20449, 10943, 37977, 416, 299, 17434, 3089, 5296, 28820, 11331, 1211, 3714, 43020, 9154, 21542, 1211, 12610, 39627, 15730, 25124, 28820, 13672, 1829, 1975, 5016, 8315, 13412, 995, 33911, 9957, 3224, 9154, 20328, 5172, 2288, 5296, 9778, 2304, 3794, 6225, 46309], "avg_logprob": -0.17406030759944782, "compression_ratio": 1.7881944444444444, "no_speech_prob": 3.516674041748047e-06, "words": [{"start": 1639.62, "end": 1639.94, "word": "بدنا", "probability": 0.528961181640625}, {"start": 1639.94, "end": 1640.28, "word": " نتعامل", "probability": 0.983984375}, {"start": 1640.28, "end": 1640.5, "word": " معاه", "probability": 0.75244140625}, {"start": 1640.5, "end": 1640.62, "word": " على", "probability": 0.86181640625}, {"start": 1640.62, "end": 1640.76, "word": " أساس", "probability": 0.8411458333333334}, {"start": 1640.76, "end": 1640.94, "word": " انه", "probability": 0.4256591796875}, {"start": 1640.94, "end": 1641.12, "word": " الحل", "probability": 0.775634765625}, {"start": 1641.12, "end": 1641.46, "word": " integer", "probability": 0.66796875}, {"start": 1641.46, "end": 1642.12, "word": " ف", "probability": 0.82275390625}, {"start": 1642.12, "end": 1642.84, "word": " 1", "probability": 0.1962890625}, {"start": 1642.84, "end": 1643.28, "word": " 2", "probability": 0.66650390625}, {"start": 1643.28, "end": 1643.66, "word": " 3", "probability": 0.95654296875}, {"start": 1643.66, "end": 1644.24, "word": " 4", "probability": 0.951171875}, {"start": 1644.24, "end": 1644.58, "word": " 5", "probability": 0.95751953125}, {"start": 1644.58, "end": 1645.04, "word": " 6", "probability": 0.9775390625}, {"start": 1645.04, "end": 1645.4, "word": " 7", "probability": 0.97021484375}, {"start": 1645.4, "end": 1645.76, "word": " 8", "probability": 0.978515625}, {"start": 1645.76, "end": 1646.04, "word": " 9", "probability": 0.9853515625}, {"start": 1646.04, "end": 1646.36, "word": " 10", "probability": 0.939453125}, {"start": 1646.36, "end": 1646.6, "word": " 11", "probability": 0.98046875}, {"start": 1646.6, "end": 1646.8, "word": " 12", "probability": 0.9287109375}, {"start": 1646.8, "end": 1647.08, "word": " 13", "probability": 0.98388671875}, {"start": 1647.08, "end": 1647.32, "word": " 14", "probability": 0.96923828125}, {"start": 1647.32, "end": 1647.72, "word": " 15", "probability": 0.9677734375}, {"start": 1647.72, "end": 1647.94, "word": " هذه", "probability": 0.56787109375}, {"start": 1647.94, "end": 1648.36, "word": " الحلول", "probability": 0.99169921875}, {"start": 1648.36, "end": 1649.32, "word": " الممكنة", "probability": 0.9773763020833334}, {"start": 1649.32, "end": 1649.8, "word": " هذه", "probability": 0.3818359375}, {"start": 1649.8, "end": 1650.26, "word": " الحلول", "probability": 0.9913736979166666}, {"start": 1650.26, "end": 1651.22, "word": " الممكنة", "probability": 0.9895833333333334}, {"start": 1651.22, "end": 1651.94, "word": " تمام", "probability": 0.953369140625}, {"start": 1651.94, "end": 1652.5, "word": " ال", "probability": 0.98095703125}, {"start": 1652.5, "end": 1653.16, "word": " population", "probability": 0.93212890625}, {"start": 1653.16, "end": 1653.72, "word": " تبعتنا", "probability": 0.952392578125}, {"start": 1653.72, "end": 1654.32, "word": " ستة", "probability": 0.7736002604166666}, {"start": 1654.32, "end": 1654.8, "word": " بمعنى", "probability": 0.95947265625}, {"start": 1654.8, "end": 1655.0, "word": " انه", "probability": 0.75341796875}, {"start": 1655.0, "end": 1655.12, "word": " في", "probability": 0.9658203125}, {"start": 1655.12, "end": 1655.32, "word": " كل", "probability": 0.978515625}, {"start": 1655.32, "end": 1655.66, "word": " جيل", "probability": 0.962646484375}, {"start": 1655.66, "end": 1656.0, "word": " بيكون", "probability": 0.6349283854166666}, {"start": 1656.0, "end": 1656.2, "word": " فيه", "probability": 0.878662109375}, {"start": 1656.2, "end": 1656.36, "word": " ست", "probability": 0.946533203125}, {"start": 1656.36, "end": 1656.64, "word": " حلول", "probability": 0.9884440104166666}, {"start": 1656.64, "end": 1657.02, "word": " فقط", "probability": 0.990966796875}, {"start": 1657.02, "end": 1657.48, "word": " ست", "probability": 0.873291015625}, {"start": 1657.48, "end": 1657.8, "word": " حلول", "probability": 0.9949544270833334}, {"start": 1657.8, "end": 1658.14, "word": " فقط", "probability": 0.996337890625}, {"start": 1658.14, "end": 1659.22, "word": " وهذا", "probability": 0.739013671875}, {"start": 1659.22, "end": 1659.38, "word": " ال", "probability": 0.95458984375}, {"start": 1659.38, "end": 1659.64, "word": " coding", "probability": 0.98193359375}, {"start": 1659.64, "end": 1660.22, "word": " تبعهم", "probability": 0.9483642578125}, {"start": 1660.22, "end": 1660.6, "word": " عملناه", "probability": 0.7965087890625}, {"start": 1660.6, "end": 1660.88, "word": " معاملة", "probability": 0.6820475260416666}, {"start": 1660.88, "end": 1661.24, "word": " conic", "probability": 0.5931396484375}, {"start": 1661.24, "end": 1661.56, "word": " binary", "probability": 0.82080078125}, {"start": 1661.56, "end": 1661.84, "word": " code", "probability": 0.91845703125}, {"start": 1661.84, "end": 1662.24, "word": " لكل", "probability": 0.943603515625}, {"start": 1662.24, "end": 1662.9, "word": " حل", "probability": 0.94580078125}, {"start": 1662.9, "end": 1663.34, "word": " ممكن", "probability": 0.889892578125}, {"start": 1663.34, "end": 1663.52, "word": " من", "probability": 0.99072265625}, {"start": 1663.52, "end": 1664.02, "word": " الحلول", "probability": 0.9959309895833334}, {"start": 1664.02, "end": 1664.86, "word": " بهذا", "probability": 0.97412109375}, {"start": 1664.86, "end": 1665.26, "word": " الشكل", "probability": 0.98828125}, {"start": 1665.26, "end": 1665.34, "word": " اللي", "probability": 0.916259765625}, {"start": 1665.34, "end": 1665.42, "word": " احنا", "probability": 0.84619140625}, {"start": 1665.42, "end": 1665.74, "word": " شايفينه", "probability": 0.9234375}, {"start": 1665.74, "end": 1665.82, "word": " من", "probability": 0.9482421875}, {"start": 1665.82, "end": 1666.08, "word": " صفر", "probability": 0.9207356770833334}, {"start": 1666.08, "end": 1666.98, "word": " لخمس", "probability": 0.8099365234375}, {"start": 1666.98, "end": 1667.54, "word": " عشر", "probability": 0.582763671875}], "temperature": 1.0}, {"id": 78, "seek": 168655, "start": 1668.43, "end": 1686.55, "text": "عشان نجي نقول الان هي شكل المعادلة مجموعة ال parameters اللي انا محتاجها محتاج اول شغلة ال N بتساوي 6 فال population تبعتي او ال population size هو 6 ال crossover probability هنسميها", "tokens": [3615, 8592, 7649, 8717, 7435, 1829, 8717, 39648, 2423, 7649, 39896, 13412, 28820, 9673, 3615, 18513, 37977, 3714, 7435, 2304, 2407, 27884, 2423, 9834, 13672, 1829, 1975, 8315, 3714, 33753, 26108, 11296, 3714, 33753, 26108, 1975, 12610, 13412, 17082, 37977, 2423, 426, 39894, 3794, 995, 45865, 1386, 6156, 6027, 4415, 6055, 3555, 3615, 31371, 1975, 2407, 2423, 4415, 2744, 31439, 1386, 2423, 33837, 8482, 8032, 1863, 38251, 1829, 11296], "avg_logprob": -0.20736606972558158, "compression_ratio": 1.510989010989011, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 1668.43, "end": 1668.83, "word": "عشان", "probability": 0.9327799479166666}, {"start": 1668.83, "end": 1669.21, "word": " نجي", "probability": 0.7625325520833334}, {"start": 1669.21, "end": 1669.89, "word": " نقول", "probability": 0.841064453125}, {"start": 1669.89, "end": 1670.33, "word": " الان", "probability": 0.5623779296875}, {"start": 1670.33, "end": 1670.79, "word": " هي", "probability": 0.47802734375}, {"start": 1670.79, "end": 1671.05, "word": " شكل", "probability": 0.9580078125}, {"start": 1671.05, "end": 1671.65, "word": " المعادلة", "probability": 0.98779296875}, {"start": 1671.65, "end": 1672.37, "word": " مجموعة", "probability": 0.91982421875}, {"start": 1672.37, "end": 1672.57, "word": " ال", "probability": 0.970703125}, {"start": 1672.57, "end": 1674.21, "word": " parameters", "probability": 0.8251953125}, {"start": 1674.21, "end": 1674.43, "word": " اللي", "probability": 0.9287109375}, {"start": 1674.43, "end": 1674.55, "word": " انا", "probability": 0.6705322265625}, {"start": 1674.55, "end": 1675.23, "word": " محتاجها", "probability": 0.98828125}, {"start": 1675.23, "end": 1676.09, "word": " محتاج", "probability": 0.7862955729166666}, {"start": 1676.09, "end": 1677.03, "word": " اول", "probability": 0.8330078125}, {"start": 1677.03, "end": 1677.49, "word": " شغلة", "probability": 0.9169921875}, {"start": 1677.49, "end": 1677.71, "word": " ال", "probability": 0.94384765625}, {"start": 1677.71, "end": 1677.99, "word": " N", "probability": 0.44580078125}, {"start": 1677.99, "end": 1679.43, "word": " بتساوي", "probability": 0.73486328125}, {"start": 1679.43, "end": 1679.85, "word": " 6", "probability": 0.763671875}, {"start": 1679.85, "end": 1680.89, "word": " فال", "probability": 0.71923828125}, {"start": 1680.89, "end": 1681.47, "word": " population", "probability": 0.97802734375}, {"start": 1681.47, "end": 1682.05, "word": " تبعتي", "probability": 0.82879638671875}, {"start": 1682.05, "end": 1682.47, "word": " او", "probability": 0.84375}, {"start": 1682.47, "end": 1682.53, "word": " ال", "probability": 0.77294921875}, {"start": 1682.53, "end": 1682.87, "word": " population", "probability": 0.98193359375}, {"start": 1682.87, "end": 1683.23, "word": " size", "probability": 0.77001953125}, {"start": 1683.23, "end": 1683.43, "word": " هو", "probability": 0.96337890625}, {"start": 1683.43, "end": 1683.77, "word": " 6", "probability": 0.94775390625}, {"start": 1683.77, "end": 1684.21, "word": " ال", "probability": 0.51025390625}, {"start": 1684.21, "end": 1684.73, "word": " crossover", "probability": 0.72265625}, {"start": 1684.73, "end": 1685.61, "word": " probability", "probability": 0.9736328125}, {"start": 1685.61, "end": 1686.55, "word": " هنسميها", "probability": 0.91357421875}], "temperature": 1.0}, {"id": 79, "seek": 171346, "start": 1688.46, "end": 1713.46, "text": "PC او probability of crossover فPC هتكون 0.7 هذا ال standards عادة طبعا في بعض applications اذا كان صرت خبير فيها و بتشطل عليها بإمكانك حسب ال sensitivity تبعتك تغير في القيم هذه بس هي المتوسط او ال standard عادة 0.7 ل probability لا لمutation ام", "tokens": [12986, 1975, 2407, 8482, 295, 33837, 6156, 12986, 8032, 2655, 30544, 1958, 13, 22, 23758, 2423, 7787, 6225, 18513, 3660, 23032, 3555, 3615, 995, 8978, 45030, 11242, 5821, 1975, 15730, 25961, 20328, 43500, 16490, 3555, 13546, 8978, 11296, 4032, 39894, 8592, 9566, 1211, 25894, 11296, 4724, 28814, 2304, 41361, 4117, 11331, 35457, 2423, 19392, 6055, 3555, 34268, 4117, 6055, 17082, 13546, 8978, 25062, 32640, 29538, 4724, 3794, 39896, 9673, 2655, 41779, 9566, 1975, 2407, 2423, 3832, 6225, 18513, 3660, 1958, 13, 22, 5296, 8482, 20193, 32767, 11380, 1975, 2304], "avg_logprob": -0.19999999652306238, "compression_ratio": 1.5256410256410255, "no_speech_prob": 1.1324882507324219e-06, "words": [{"start": 1688.4599999999998, "end": 1689.3799999999999, "word": "PC", "probability": 0.339599609375}, {"start": 1689.3799999999999, "end": 1690.3, "word": " او", "probability": 0.554595947265625}, {"start": 1690.3, "end": 1690.76, "word": " probability", "probability": 0.7529296875}, {"start": 1690.76, "end": 1691.04, "word": " of", "probability": 0.9775390625}, {"start": 1691.04, "end": 1691.7, "word": " crossover", "probability": 0.72216796875}, {"start": 1691.7, "end": 1693.36, "word": " فPC", "probability": 0.4317626953125}, {"start": 1693.36, "end": 1694.4, "word": " هتكون", "probability": 0.8837890625}, {"start": 1694.4, "end": 1695.04, "word": " 0", "probability": 0.63525390625}, {"start": 1695.04, "end": 1696.0, "word": ".7", "probability": 0.98779296875}, {"start": 1696.0, "end": 1696.66, "word": " هذا", "probability": 0.8251953125}, {"start": 1696.66, "end": 1696.8, "word": " ال", "probability": 0.826171875}, {"start": 1696.8, "end": 1697.2, "word": " standards", "probability": 0.66357421875}, {"start": 1697.2, "end": 1697.58, "word": " عادة", "probability": 0.9627278645833334}, {"start": 1697.58, "end": 1698.2, "word": " طبعا", "probability": 0.94970703125}, {"start": 1698.2, "end": 1698.54, "word": " في", "probability": 0.8583984375}, {"start": 1698.54, "end": 1698.84, "word": " بعض", "probability": 0.996826171875}, {"start": 1698.84, "end": 1699.4, "word": " applications", "probability": 0.609375}, {"start": 1699.4, "end": 1699.64, "word": " اذا", "probability": 0.7393798828125}, {"start": 1699.64, "end": 1699.92, "word": " كان", "probability": 0.873046875}, {"start": 1699.92, "end": 1700.32, "word": " صرت", "probability": 0.927001953125}, {"start": 1700.32, "end": 1700.7, "word": " خبير", "probability": 0.95068359375}, {"start": 1700.7, "end": 1701.16, "word": " فيها", "probability": 0.982177734375}, {"start": 1701.16, "end": 1701.64, "word": " و", "probability": 0.666015625}, {"start": 1701.64, "end": 1702.08, "word": " بتشطل", "probability": 0.8211669921875}, {"start": 1702.08, "end": 1702.32, "word": " عليها", "probability": 0.991455078125}, {"start": 1702.32, "end": 1702.86, "word": " بإمكانك", "probability": 0.89365234375}, {"start": 1702.86, "end": 1703.18, "word": " حسب", "probability": 0.974609375}, {"start": 1703.18, "end": 1703.76, "word": " ال", "probability": 0.794921875}, {"start": 1703.76, "end": 1704.1, "word": " sensitivity", "probability": 0.97900390625}, {"start": 1704.1, "end": 1704.68, "word": " تبعتك", "probability": 0.850830078125}, {"start": 1704.68, "end": 1705.58, "word": " تغير", "probability": 0.88330078125}, {"start": 1705.58, "end": 1705.7, "word": " في", "probability": 0.95166015625}, {"start": 1705.7, "end": 1706.02, "word": " القيم", "probability": 0.928955078125}, {"start": 1706.02, "end": 1706.36, "word": " هذه", "probability": 0.84912109375}, {"start": 1706.36, "end": 1706.92, "word": " بس", "probability": 0.98193359375}, {"start": 1706.92, "end": 1707.14, "word": " هي", "probability": 0.73046875}, {"start": 1707.14, "end": 1707.88, "word": " المتوسط", "probability": 0.980224609375}, {"start": 1707.88, "end": 1708.14, "word": " او", "probability": 0.924072265625}, {"start": 1708.14, "end": 1708.6, "word": " ال", "probability": 0.89697265625}, {"start": 1708.6, "end": 1709.0, "word": " standard", "probability": 0.94287109375}, {"start": 1709.0, "end": 1709.46, "word": " عادة", "probability": 0.9718424479166666}, {"start": 1709.46, "end": 1709.64, "word": " 0", "probability": 0.95361328125}, {"start": 1709.64, "end": 1710.26, "word": ".7", "probability": 0.997314453125}, {"start": 1710.26, "end": 1710.76, "word": " ل", "probability": 0.57373046875}, {"start": 1710.76, "end": 1711.38, "word": " probability", "probability": 0.56005859375}, {"start": 1711.38, "end": 1712.1, "word": " لا", "probability": 0.2398681640625}, {"start": 1712.1, "end": 1712.98, "word": " لمutation", "probability": 0.79833984375}, {"start": 1712.98, "end": 1713.46, "word": " ام", "probability": 0.83251953125}], "temperature": 1.0}, {"id": 80, "seek": 171807, "start": 1714.23, "end": 1718.07, "text": "هتكون قيمة منخفضة في الغالب 101", "tokens": [3224, 2655, 30544, 12174, 32640, 3660, 9154, 9778, 5172, 11242, 3660, 8978, 6024, 118, 6027, 3555, 21055], "avg_logprob": -0.2992621461550395, "compression_ratio": 0.9152542372881356, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 1714.23, "end": 1714.71, "word": "هتكون", "probability": 0.7225748697916666}, {"start": 1714.71, "end": 1715.25, "word": " قيمة", "probability": 0.90283203125}, {"start": 1715.25, "end": 1715.91, "word": " منخفضة", "probability": 0.9009765625}, {"start": 1715.91, "end": 1716.25, "word": " في", "probability": 0.75537109375}, {"start": 1716.25, "end": 1716.87, "word": " الغالب", "probability": 0.9869384765625}, {"start": 1716.87, "end": 1718.07, "word": " 101", "probability": 0.1668701171875}], "temperature": 1.0}, {"id": 81, "seek": 174776, "start": 1720.62, "end": 1747.76, "text": "لأنه ما اتوقعش يصير طفرات كتير الحقيقة انه تصير طفرة حد يتغير او جنس معين من المخلوقات انه يتفاجأ انه يتغير بشكل كتير كبير فهذه الطفرات بتظل احتماليتها منخفضة وعشان هيك مناسبة ان حتى ال probability بتاعتها تكون منخفضة فال probability عادة بتكون من 0.01 ل 0.001 فواحد من مية", "tokens": [1211, 33456, 3224, 19446, 1975, 2655, 30543, 3615, 8592, 7251, 9381, 13546, 23032, 5172, 2288, 9307, 9122, 2655, 13546, 21542, 38436, 28671, 16472, 3224, 6055, 9381, 13546, 23032, 5172, 25720, 11331, 3215, 7251, 2655, 17082, 13546, 1975, 2407, 10874, 1863, 3794, 20449, 9957, 9154, 9673, 9778, 1211, 30543, 9307, 16472, 3224, 7251, 2655, 5172, 26108, 10721, 16472, 3224, 7251, 2655, 17082, 13546, 4724, 8592, 28820, 9122, 2655, 13546, 9122, 3555, 13546, 6156, 3224, 24192, 41950, 5172, 2288, 9307, 39894, 19913, 1211, 1975, 33753, 2304, 6027, 36081, 11296, 9154, 9778, 5172, 11242, 3660, 4032, 3615, 8592, 7649, 39896, 4117, 3714, 8315, 35457, 3660, 16472, 11331, 49975, 2423, 8482, 39894, 995, 34268, 11296, 6055, 30544, 9154, 9778, 5172, 11242, 3660, 6156, 6027, 8482, 6225, 18513, 3660, 39894, 30544, 9154, 1958, 13, 10607, 5296, 1958, 13, 628, 16, 6156, 14407, 24401, 9154, 3714, 10632], "avg_logprob": -0.13710387785669784, "compression_ratio": 1.8943089430894309, "no_speech_prob": 0.0, "words": [{"start": 1720.62, "end": 1721.42, "word": "لأنه", "probability": 0.841796875}, {"start": 1721.42, "end": 1721.58, "word": " ما", "probability": 0.73486328125}, {"start": 1721.58, "end": 1722.08, "word": " اتوقعش", "probability": 0.8330078125}, {"start": 1722.08, "end": 1722.28, "word": " يصير", "probability": 0.6808268229166666}, {"start": 1722.28, "end": 1722.72, "word": " طفرات", "probability": 0.9483642578125}, {"start": 1722.72, "end": 1723.1, "word": " كتير", "probability": 0.9607747395833334}, {"start": 1723.1, "end": 1723.66, "word": " الحقيقة", "probability": 0.9475911458333334}, {"start": 1723.66, "end": 1725.3, "word": " انه", "probability": 0.701904296875}, {"start": 1725.3, "end": 1725.56, "word": " تصير", "probability": 0.97119140625}, {"start": 1725.56, "end": 1726.06, "word": " طفرة", "probability": 0.9689127604166666}, {"start": 1726.06, "end": 1726.68, "word": " حد", "probability": 0.76953125}, {"start": 1726.68, "end": 1727.3, "word": " يتغير", "probability": 0.9891357421875}, {"start": 1727.3, "end": 1727.56, "word": " او", "probability": 0.797607421875}, {"start": 1727.56, "end": 1727.88, "word": " جنس", "probability": 0.9855143229166666}, {"start": 1727.88, "end": 1728.44, "word": " معين", "probability": 0.980224609375}, {"start": 1728.44, "end": 1729.32, "word": " من", "probability": 0.8076171875}, {"start": 1729.32, "end": 1730.66, "word": " المخلوقات", "probability": 0.99248046875}, {"start": 1730.66, "end": 1730.9, "word": " انه", "probability": 0.78955078125}, {"start": 1730.9, "end": 1731.18, "word": " يتفاجأ", "probability": 0.86572265625}, {"start": 1731.18, "end": 1731.32, "word": " انه", "probability": 0.91162109375}, {"start": 1731.32, "end": 1731.64, "word": " يتغير", "probability": 0.9090576171875}, {"start": 1731.64, "end": 1732.0, "word": " بشكل", "probability": 0.87939453125}, {"start": 1732.0, "end": 1732.3, "word": " كتير", "probability": 0.8854166666666666}, {"start": 1732.3, "end": 1732.76, "word": " كبير", "probability": 0.9939778645833334}, {"start": 1732.76, "end": 1734.2, "word": " فهذه", "probability": 0.9217122395833334}, {"start": 1734.2, "end": 1734.64, "word": " الطفرات", "probability": 0.9775390625}, {"start": 1734.64, "end": 1735.22, "word": " بتظل", "probability": 0.6974283854166666}, {"start": 1735.22, "end": 1736.26, "word": " احتماليتها", "probability": 0.9041341145833334}, {"start": 1736.26, "end": 1736.94, "word": " منخفضة", "probability": 0.9650390625}, {"start": 1736.94, "end": 1737.22, "word": " وعشان", "probability": 0.844970703125}, {"start": 1737.22, "end": 1737.42, "word": " هيك", "probability": 0.916748046875}, {"start": 1737.42, "end": 1737.84, "word": " مناسبة", "probability": 0.8563232421875}, {"start": 1737.84, "end": 1737.98, "word": " ان", "probability": 0.4345703125}, {"start": 1737.98, "end": 1738.32, "word": " حتى", "probability": 0.92041015625}, {"start": 1738.32, "end": 1738.42, "word": " ال", "probability": 0.81298828125}, {"start": 1738.42, "end": 1738.82, "word": " probability", "probability": 0.9296875}, {"start": 1738.82, "end": 1739.2, "word": " بتاعتها", "probability": 0.8594970703125}, {"start": 1739.2, "end": 1739.4, "word": " تكون", "probability": 0.9716796875}, {"start": 1739.4, "end": 1739.9, "word": " منخفضة", "probability": 0.99150390625}, {"start": 1739.9, "end": 1740.28, "word": " فال", "probability": 0.720703125}, {"start": 1740.28, "end": 1740.78, "word": " probability", "probability": 0.94580078125}, {"start": 1740.78, "end": 1742.06, "word": " عادة", "probability": 0.9812825520833334}, {"start": 1742.06, "end": 1743.18, "word": " بتكون", "probability": 0.87158203125}, {"start": 1743.18, "end": 1743.3, "word": " من", "probability": 0.97119140625}, {"start": 1743.3, "end": 1743.56, "word": " 0", "probability": 0.7705078125}, {"start": 1743.56, "end": 1744.26, "word": ".01", "probability": 0.966064453125}, {"start": 1744.26, "end": 1744.7, "word": " ل", "probability": 0.77734375}, {"start": 1744.7, "end": 1744.98, "word": " 0", "probability": 0.8203125}, {"start": 1744.98, "end": 1746.3, "word": ".001", "probability": 0.787841796875}, {"start": 1746.3, "end": 1746.96, "word": " فواحد", "probability": 0.9156901041666666}, {"start": 1746.96, "end": 1747.26, "word": " من", "probability": 0.99267578125}, {"start": 1747.26, "end": 1747.76, "word": " مية", "probability": 0.75048828125}], "temperature": 1.0}, {"id": 82, "seek": 176133, "start": 1748.15, "end": 1761.33, "text": "في المية واحد من الف في المتوسط واحد من الف او واحد من مية بينهم كويس اش كمان وهي عند ال fitness function معطاه given المفروض نبدأ نشتغل", "tokens": [41185, 9673, 10632, 36764, 24401, 9154, 27188, 8978, 9673, 2655, 41779, 9566, 36764, 24401, 9154, 27188, 1975, 2407, 36764, 24401, 9154, 3714, 10632, 49374, 16095, 9122, 45865, 3794, 1975, 8592, 9122, 2304, 7649, 37037, 1829, 43242, 2423, 15303, 2445, 20449, 9566, 40294, 2212, 9673, 5172, 32887, 11242, 8717, 44510, 10721, 8717, 8592, 2655, 17082, 1211], "avg_logprob": -0.16964285634458065, "compression_ratio": 1.5410958904109588, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 1748.15, "end": 1748.51, "word": "في", "probability": 0.58740234375}, {"start": 1748.51, "end": 1748.93, "word": " المية", "probability": 0.804931640625}, {"start": 1748.93, "end": 1749.75, "word": " واحد", "probability": 0.89697265625}, {"start": 1749.75, "end": 1749.99, "word": " من", "probability": 0.9853515625}, {"start": 1749.99, "end": 1750.59, "word": " الف", "probability": 0.71484375}, {"start": 1750.59, "end": 1751.03, "word": " في", "probability": 0.467529296875}, {"start": 1751.03, "end": 1751.73, "word": " المتوسط", "probability": 0.9940185546875}, {"start": 1751.73, "end": 1752.21, "word": " واحد", "probability": 0.951416015625}, {"start": 1752.21, "end": 1752.39, "word": " من", "probability": 0.99169921875}, {"start": 1752.39, "end": 1752.75, "word": " الف", "probability": 0.86376953125}, {"start": 1752.75, "end": 1752.97, "word": " او", "probability": 0.83203125}, {"start": 1752.97, "end": 1753.29, "word": " واحد", "probability": 0.991455078125}, {"start": 1753.29, "end": 1753.61, "word": " من", "probability": 0.9970703125}, {"start": 1753.61, "end": 1754.15, "word": " مية", "probability": 0.873779296875}, {"start": 1754.15, "end": 1754.81, "word": " بينهم", "probability": 0.90283203125}, {"start": 1754.81, "end": 1756.79, "word": " كويس", "probability": 0.8346354166666666}, {"start": 1756.79, "end": 1757.09, "word": " اش", "probability": 0.5029296875}, {"start": 1757.09, "end": 1757.41, "word": " كمان", "probability": 0.9632161458333334}, {"start": 1757.41, "end": 1757.63, "word": " وهي", "probability": 0.5350341796875}, {"start": 1757.63, "end": 1757.81, "word": " عند", "probability": 0.986328125}, {"start": 1757.81, "end": 1757.91, "word": " ال", "probability": 0.91455078125}, {"start": 1757.91, "end": 1758.17, "word": " fitness", "probability": 0.97021484375}, {"start": 1758.17, "end": 1758.57, "word": " function", "probability": 0.95361328125}, {"start": 1758.57, "end": 1759.01, "word": " معطاه", "probability": 0.646240234375}, {"start": 1759.01, "end": 1759.43, "word": " given", "probability": 0.6201171875}, {"start": 1759.43, "end": 1760.13, "word": " المفروض", "probability": 0.989990234375}, {"start": 1760.13, "end": 1760.57, "word": " نبدأ", "probability": 0.9900716145833334}, {"start": 1760.57, "end": 1761.33, "word": " نشتغل", "probability": 0.994140625}], "temperature": 1.0}, {"id": 83, "seek": 179141, "start": 1762.31, "end": 1791.41, "text": "أول شغلة Initially بنختار ست حلول ست حلول نفترض أن الحلول الستة X1 X2 X3 X4 X5 X6 اختارنا الكرمزومات اللي موجودة قدامنا 1 1 0 0 1 0 1 0 0 0 0 0 1 1 1 0 و 0 1 1 1 1 0 1 هدولة لما نعملهم decoding لل integers هنجد أنه كأنه هدولة أنا أخدت الحل 12", "tokens": [10721, 12610, 13412, 17082, 37977, 29446, 44945, 46456, 9640, 8608, 2655, 11331, 1211, 12610, 8608, 2655, 11331, 1211, 12610, 8717, 5172, 2655, 43042, 14739, 21542, 1211, 12610, 21136, 2655, 3660, 1783, 16, 1783, 17, 1783, 18, 1783, 19, 1783, 20, 1783, 21, 1975, 46456, 9640, 8315, 33251, 2288, 2304, 11622, 20498, 9307, 13672, 1829, 3714, 29245, 23328, 3660, 12174, 3215, 10943, 8315, 502, 502, 1958, 1958, 502, 1958, 502, 1958, 1958, 1958, 1958, 1958, 502, 502, 502, 1958, 4032, 1958, 502, 502, 502, 502, 1958, 502, 8032, 3215, 12610, 3660, 5296, 15042, 8717, 25957, 1211, 16095, 979, 8616, 24976, 41674, 8032, 1863, 7435, 3215, 14739, 3224, 9122, 33456, 3224, 8032, 3215, 12610, 3660, 41850, 5551, 9778, 3215, 2655, 21542, 1211, 2272], "avg_logprob": -0.21631659225362246, "compression_ratio": 1.5947136563876652, "no_speech_prob": 0.0, "words": [{"start": 1762.31, "end": 1762.65, "word": "أول", "probability": 0.949951171875}, {"start": 1762.65, "end": 1762.93, "word": " شغلة", "probability": 0.6177571614583334}, {"start": 1762.93, "end": 1763.43, "word": " Initially", "probability": 0.157470703125}, {"start": 1763.43, "end": 1764.01, "word": " بنختار", "probability": 0.8780924479166666}, {"start": 1764.01, "end": 1764.39, "word": " ست", "probability": 0.7203369140625}, {"start": 1764.39, "end": 1765.89, "word": " حلول", "probability": 0.9200846354166666}, {"start": 1765.89, "end": 1766.93, "word": " ست", "probability": 0.55157470703125}, {"start": 1766.93, "end": 1767.35, "word": " حلول", "probability": 0.9860026041666666}, {"start": 1767.35, "end": 1767.97, "word": " نفترض", "probability": 0.9603271484375}, {"start": 1767.97, "end": 1768.09, "word": " أن", "probability": 0.52392578125}, {"start": 1768.09, "end": 1768.41, "word": " الحلول", "probability": 0.9847005208333334}, {"start": 1768.41, "end": 1768.99, "word": " الستة", "probability": 0.8525390625}, {"start": 1768.99, "end": 1769.57, "word": " X1", "probability": 0.743408203125}, {"start": 1769.57, "end": 1769.87, "word": " X2", "probability": 0.831298828125}, {"start": 1769.87, "end": 1770.23, "word": " X3", "probability": 0.9873046875}, {"start": 1770.23, "end": 1770.61, "word": " X4", "probability": 0.982177734375}, {"start": 1770.61, "end": 1771.05, "word": " X5", "probability": 0.974853515625}, {"start": 1771.05, "end": 1771.83, "word": " X6", "probability": 0.979248046875}, {"start": 1771.83, "end": 1772.59, "word": " اختارنا", "probability": 0.74798583984375}, {"start": 1772.59, "end": 1773.49, "word": " الكرمزومات", "probability": 0.7128499348958334}, {"start": 1773.49, "end": 1774.33, "word": " اللي", "probability": 0.917236328125}, {"start": 1774.33, "end": 1774.69, "word": " موجودة", "probability": 0.986083984375}, {"start": 1774.69, "end": 1775.21, "word": " قدامنا", "probability": 0.9522705078125}, {"start": 1775.21, "end": 1775.59, "word": " 1", "probability": 0.087646484375}, {"start": 1775.59, "end": 1775.81, "word": " 1", "probability": 0.80126953125}, {"start": 1775.81, "end": 1776.05, "word": " 0", "probability": 0.81884765625}, {"start": 1776.05, "end": 1776.37, "word": " 0", "probability": 0.984375}, {"start": 1776.37, "end": 1776.87, "word": " 1", "probability": 0.4814453125}, {"start": 1776.87, "end": 1777.55, "word": " 0", "probability": 0.75634765625}, {"start": 1777.55, "end": 1777.89, "word": " 1", "probability": 0.93701171875}, {"start": 1777.89, "end": 1778.39, "word": " 0", "probability": 0.88671875}, {"start": 1778.39, "end": 1778.77, "word": " 0", "probability": 0.97802734375}, {"start": 1778.77, "end": 1779.19, "word": " 0", "probability": 0.8359375}, {"start": 1779.19, "end": 1779.45, "word": " 0", "probability": 0.91552734375}, {"start": 1779.45, "end": 1779.69, "word": " 0", "probability": 0.73291015625}, {"start": 1779.69, "end": 1780.05, "word": " 1", "probability": 0.82763671875}, {"start": 1780.05, "end": 1780.45, "word": " 1", "probability": 0.9501953125}, {"start": 1780.45, "end": 1780.83, "word": " 1", "probability": 0.96826171875}, {"start": 1780.83, "end": 1781.17, "word": " 0", "probability": 0.986328125}, {"start": 1781.17, "end": 1781.61, "word": " و", "probability": 0.33203125}, {"start": 1781.61, "end": 1781.91, "word": " 0", "probability": 0.73388671875}, {"start": 1781.91, "end": 1782.27, "word": " 1", "probability": 0.79296875}, {"start": 1782.27, "end": 1782.57, "word": " 1", "probability": 0.9697265625}, {"start": 1782.57, "end": 1782.95, "word": " 1", "probability": 0.98486328125}, {"start": 1782.95, "end": 1783.41, "word": " 1", "probability": 0.7236328125}, {"start": 1783.41, "end": 1783.65, "word": " 0", "probability": 0.93603515625}, {"start": 1783.65, "end": 1784.13, "word": " 1", "probability": 0.3759765625}, {"start": 1784.13, "end": 1785.09, "word": " هدولة", "probability": 0.869140625}, {"start": 1785.09, "end": 1785.61, "word": " لما", "probability": 0.951904296875}, {"start": 1785.61, "end": 1786.35, "word": " نعملهم", "probability": 0.9720458984375}, {"start": 1786.35, "end": 1786.99, "word": " decoding", "probability": 0.782958984375}, {"start": 1786.99, "end": 1787.31, "word": " لل", "probability": 0.86376953125}, {"start": 1787.31, "end": 1787.75, "word": " integers", "probability": 0.7021484375}, {"start": 1787.75, "end": 1788.45, "word": " هنجد", "probability": 0.9302978515625}, {"start": 1788.45, "end": 1788.71, "word": " أنه", "probability": 0.6282958984375}, {"start": 1788.71, "end": 1789.05, "word": " كأنه", "probability": 0.9402669270833334}, {"start": 1789.05, "end": 1789.57, "word": " هدولة", "probability": 0.9798583984375}, {"start": 1789.57, "end": 1789.85, "word": " أنا", "probability": 0.66162109375}, {"start": 1789.85, "end": 1790.17, "word": " أخدت", "probability": 0.9783935546875}, {"start": 1790.17, "end": 1790.49, "word": " الحل", "probability": 0.984619140625}, {"start": 1790.49, "end": 1791.41, "word": " 12", "probability": 0.517578125}], "temperature": 1.0}, {"id": 84, "seek": 181843, "start": 1791.89, "end": 1818.43, "text": "4 1 14 7 9 جيد ليش هدول مضطر أحسنهم ب هذا الشكل عشان أجيب ال fitness عشان أرجع أعوض فيهم في ال fitness فعشان هيك يقولنا لما اتكلمنا عن ال encoding و ال evaluation مهمين جدا لأنه كل مرة هحتاج أعمل coding و decoding عشان أرجع أستخدم ال fitness أو أعمل evaluation لإلها عملنا ال evaluation لما أعوض بالاطماعش هنا", "tokens": [19, 502, 3499, 1614, 1722, 10874, 25708, 32239, 8592, 8032, 3215, 12610, 3714, 11242, 9566, 2288, 5551, 5016, 3794, 1863, 16095, 4724, 23758, 25124, 28820, 6225, 8592, 7649, 5551, 7435, 1829, 3555, 2423, 15303, 6225, 8592, 7649, 5551, 47341, 3615, 5551, 3615, 2407, 11242, 8978, 16095, 8978, 2423, 15303, 6156, 3615, 8592, 7649, 39896, 4117, 7251, 39648, 8315, 5296, 15042, 1975, 2655, 4117, 19528, 8315, 18871, 2423, 43430, 4032, 2423, 13344, 3714, 16095, 9957, 10874, 28259, 5296, 33456, 3224, 28242, 3714, 25720, 8032, 33753, 26108, 5551, 25957, 1211, 17720, 4032, 979, 8616, 6225, 8592, 7649, 5551, 47341, 3615, 5551, 14851, 9778, 40448, 2423, 15303, 34051, 5551, 25957, 1211, 13344, 5296, 28814, 1211, 11296, 6225, 42213, 8315, 2423, 13344, 5296, 15042, 5551, 3615, 2407, 11242, 20666, 41193, 15042, 3615, 8592, 34105], "avg_logprob": -0.15469942611592416, "compression_ratio": 1.8565891472868217, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 1791.89, "end": 1792.23, "word": "4", "probability": 0.4853515625}, {"start": 1792.23, "end": 1792.83, "word": " 1", "probability": 0.41015625}, {"start": 1792.83, "end": 1793.63, "word": " 14", "probability": 0.9443359375}, {"start": 1793.63, "end": 1794.11, "word": " 7", "probability": 0.94482421875}, {"start": 1794.11, "end": 1794.91, "word": " 9", "probability": 0.724609375}, {"start": 1794.91, "end": 1796.17, "word": " جيد", "probability": 0.878173828125}, {"start": 1796.17, "end": 1796.73, "word": " ليش", "probability": 0.76806640625}, {"start": 1796.73, "end": 1796.91, "word": " هدول", "probability": 0.90673828125}, {"start": 1796.91, "end": 1797.25, "word": " مضطر", "probability": 0.7745361328125}, {"start": 1797.25, "end": 1797.61, "word": " أحسنهم", "probability": 0.79453125}, {"start": 1797.61, "end": 1797.69, "word": " ب", "probability": 0.65576171875}, {"start": 1797.69, "end": 1797.83, "word": " هذا", "probability": 0.171142578125}, {"start": 1797.83, "end": 1798.05, "word": " الشكل", "probability": 0.9921875}, {"start": 1798.05, "end": 1798.29, "word": " عشان", "probability": 0.8772786458333334}, {"start": 1798.29, "end": 1798.57, "word": " أجيب", "probability": 0.9345703125}, {"start": 1798.57, "end": 1798.69, "word": " ال", "probability": 0.9326171875}, {"start": 1798.69, "end": 1798.99, "word": " fitness", "probability": 0.94482421875}, {"start": 1798.99, "end": 1799.59, "word": " عشان", "probability": 0.9690755208333334}, {"start": 1799.59, "end": 1799.91, "word": " أرجع", "probability": 0.9073893229166666}, {"start": 1799.91, "end": 1800.45, "word": " أعوض", "probability": 0.9189453125}, {"start": 1800.45, "end": 1801.03, "word": " فيهم", "probability": 0.985595703125}, {"start": 1801.03, "end": 1801.63, "word": " في", "probability": 0.9248046875}, {"start": 1801.63, "end": 1801.73, "word": " ال", "probability": 0.9775390625}, {"start": 1801.73, "end": 1802.09, "word": " fitness", "probability": 0.98291015625}, {"start": 1802.09, "end": 1803.11, "word": " فعشان", "probability": 0.93701171875}, {"start": 1803.11, "end": 1803.33, "word": " هيك", "probability": 0.802978515625}, {"start": 1803.33, "end": 1803.63, "word": " يقولنا", "probability": 0.765625}, {"start": 1803.63, "end": 1803.79, "word": " لما", "probability": 0.835693359375}, {"start": 1803.79, "end": 1804.17, "word": " اتكلمنا", "probability": 0.890576171875}, {"start": 1804.17, "end": 1804.27, "word": " عن", "probability": 0.98583984375}, {"start": 1804.27, "end": 1804.37, "word": " ال", "probability": 0.98388671875}, {"start": 1804.37, "end": 1804.85, "word": " encoding", "probability": 0.884765625}, {"start": 1804.85, "end": 1805.27, "word": " و", "probability": 0.6904296875}, {"start": 1805.27, "end": 1805.69, "word": " ال", "probability": 0.85595703125}, {"start": 1805.69, "end": 1806.51, "word": " evaluation", "probability": 0.9853515625}, {"start": 1806.51, "end": 1808.01, "word": " مهمين", "probability": 0.9793294270833334}, {"start": 1808.01, "end": 1808.35, "word": " جدا", "probability": 0.994873046875}, {"start": 1808.35, "end": 1808.69, "word": " لأنه", "probability": 0.71826171875}, {"start": 1808.69, "end": 1808.79, "word": " كل", "probability": 0.986328125}, {"start": 1808.79, "end": 1808.95, "word": " مرة", "probability": 0.991455078125}, {"start": 1808.95, "end": 1809.43, "word": " هحتاج", "probability": 0.8273111979166666}, {"start": 1809.43, "end": 1809.81, "word": " أعمل", "probability": 0.9186197916666666}, {"start": 1809.81, "end": 1810.65, "word": " coding", "probability": 0.97314453125}, {"start": 1810.65, "end": 1810.85, "word": " و", "probability": 0.98681640625}, {"start": 1810.85, "end": 1811.31, "word": " decoding", "probability": 0.963134765625}, {"start": 1811.31, "end": 1812.03, "word": " عشان", "probability": 0.99609375}, {"start": 1812.03, "end": 1812.37, "word": " أرجع", "probability": 0.97509765625}, {"start": 1812.37, "end": 1812.97, "word": " أستخدم", "probability": 0.921142578125}, {"start": 1812.97, "end": 1813.31, "word": " ال", "probability": 0.9677734375}, {"start": 1813.31, "end": 1813.71, "word": " fitness", "probability": 0.9873046875}, {"start": 1813.71, "end": 1814.01, "word": " أو", "probability": 0.7158203125}, {"start": 1814.01, "end": 1814.33, "word": " أعمل", "probability": 0.9513346354166666}, {"start": 1814.33, "end": 1815.15, "word": " evaluation", "probability": 0.9267578125}, {"start": 1815.15, "end": 1815.67, "word": " لإلها", "probability": 0.856201171875}, {"start": 1815.67, "end": 1816.25, "word": " عملنا", "probability": 0.84521484375}, {"start": 1816.25, "end": 1816.33, "word": " ال", "probability": 0.9345703125}, {"start": 1816.33, "end": 1816.77, "word": " evaluation", "probability": 0.9892578125}, {"start": 1816.77, "end": 1817.27, "word": " لما", "probability": 0.953125}, {"start": 1817.27, "end": 1817.61, "word": " أعوض", "probability": 0.930908203125}, {"start": 1817.61, "end": 1818.19, "word": " بالاطماعش", "probability": 0.76376953125}, {"start": 1818.19, "end": 1818.43, "word": " هنا", "probability": 0.9951171875}], "temperature": 1.0}, {"id": 85, "seek": 184666, "start": 1819.24, "end": 1846.66, "text": "خمستاشر فى اتناش ناقص اتناش تربيع هاجد ان الناتج بتطلع ستة و تلاتين لما نعوض فى الأربعة هنجد انه بتطلع اربعة و اربعين فى الواحد اربعتاشر اربعتاشر بتطلع اربعتاشر سبعة تطلع ستة و خمسين تسعة تطلع اربعة و خمسين فهى جبنا ال chromosome fitness اللى هى ال functional value للكرمزوم نفسه للكرمزوم نفسه الان كيف بدي اقول مين الأقوى كنسبة", "tokens": [9778, 2304, 14851, 33599, 2288, 6156, 7578, 1975, 2655, 1863, 33599, 8717, 995, 4587, 9381, 1975, 2655, 1863, 33599, 6055, 2288, 21292, 3615, 8032, 26108, 3215, 16472, 28239, 9307, 7435, 39894, 9566, 1211, 3615, 8608, 2655, 3660, 4032, 6055, 1211, 9307, 9957, 5296, 15042, 8717, 3615, 2407, 11242, 6156, 7578, 16247, 25513, 27884, 8032, 1863, 7435, 3215, 16472, 3224, 39894, 9566, 1211, 3615, 1975, 25513, 27884, 4032, 1975, 25513, 3615, 9957, 6156, 7578, 2423, 14407, 24401, 1975, 25513, 34268, 33599, 2288, 1975, 25513, 34268, 33599, 2288, 39894, 9566, 1211, 3615, 1975, 25513, 34268, 33599, 2288, 8608, 3555, 27884, 6055, 9566, 1211, 3615, 8608, 2655, 3660, 4032, 16490, 2304, 3794, 9957, 6055, 3794, 27884, 6055, 9566, 1211, 3615, 1975, 25513, 27884, 4032, 16490, 2304, 3794, 9957, 6156, 3224, 7578, 10874, 3555, 8315, 2423, 42896, 15303, 13672, 7578, 8032, 7578, 2423, 11745, 2158, 5296, 23275, 2288, 2304, 11622, 20498, 8717, 36178, 3224, 5296, 23275, 2288, 2304, 11622, 20498, 8717, 36178, 3224, 2423, 7649, 9122, 33911, 4724, 16254, 1975, 39648, 3714, 9957, 16247, 4587, 2407, 7578, 9122, 1863, 35457, 3660], "avg_logprob": -0.15774227126260823, "compression_ratio": 2.1482889733840302, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 1819.24, "end": 1819.86, "word": "خمستاشر", "probability": 0.6927978515625}, {"start": 1819.86, "end": 1820.02, "word": " فى", "probability": 0.60791015625}, {"start": 1820.02, "end": 1820.22, "word": " اتناش", "probability": 0.7904052734375}, {"start": 1820.22, "end": 1820.58, "word": " ناقص", "probability": 0.896240234375}, {"start": 1820.58, "end": 1820.84, "word": " اتناش", "probability": 0.931640625}, {"start": 1820.84, "end": 1821.36, "word": " تربيع", "probability": 0.8583984375}, {"start": 1821.36, "end": 1821.92, "word": " هاجد", "probability": 0.734375}, {"start": 1821.92, "end": 1822.06, "word": " ان", "probability": 0.75146484375}, {"start": 1822.06, "end": 1822.4, "word": " الناتج", "probability": 0.6473795572916666}, {"start": 1822.4, "end": 1822.66, "word": " بتطلع", "probability": 0.9110107421875}, {"start": 1822.66, "end": 1822.92, "word": " ستة", "probability": 0.8885091145833334}, {"start": 1822.92, "end": 1823.0, "word": " و", "probability": 0.64208984375}, {"start": 1823.0, "end": 1823.38, "word": " تلاتين", "probability": 0.9447021484375}, {"start": 1823.38, "end": 1823.98, "word": " لما", "probability": 0.8857421875}, {"start": 1823.98, "end": 1824.3, "word": " نعوض", "probability": 0.83221435546875}, {"start": 1824.3, "end": 1824.44, "word": " فى", "probability": 0.91162109375}, {"start": 1824.44, "end": 1824.88, "word": " الأربعة", "probability": 0.9363606770833334}, {"start": 1824.88, "end": 1825.48, "word": " هنجد", "probability": 0.8604736328125}, {"start": 1825.48, "end": 1825.7, "word": " انه", "probability": 0.733642578125}, {"start": 1825.7, "end": 1826.0, "word": " بتطلع", "probability": 0.980712890625}, {"start": 1826.0, "end": 1826.22, "word": " اربعة", "probability": 0.80078125}, {"start": 1826.22, "end": 1826.32, "word": " و", "probability": 0.9345703125}, {"start": 1826.32, "end": 1826.66, "word": " اربعين", "probability": 0.845458984375}, {"start": 1826.66, "end": 1827.1, "word": " فى", "probability": 0.957763671875}, {"start": 1827.1, "end": 1827.58, "word": " الواحد", "probability": 0.9811197916666666}, {"start": 1827.58, "end": 1828.44, "word": " اربعتاشر", "probability": 0.80166015625}, {"start": 1828.44, "end": 1829.3, "word": " اربعتاشر", "probability": 0.9080078125}, {"start": 1829.3, "end": 1829.6, "word": " بتطلع", "probability": 0.88818359375}, {"start": 1829.6, "end": 1830.26, "word": " اربعتاشر", "probability": 0.930859375}, {"start": 1830.26, "end": 1830.8, "word": " سبعة", "probability": 0.8663736979166666}, {"start": 1830.8, "end": 1831.4, "word": " تطلع", "probability": 0.90380859375}, {"start": 1831.4, "end": 1831.64, "word": " ستة", "probability": 0.92333984375}, {"start": 1831.64, "end": 1831.68, "word": " و", "probability": 0.9951171875}, {"start": 1831.68, "end": 1832.08, "word": " خمسين", "probability": 0.9600830078125}, {"start": 1832.08, "end": 1832.72, "word": " تسعة", "probability": 0.9658203125}, {"start": 1832.72, "end": 1833.32, "word": " تطلع", "probability": 0.98779296875}, {"start": 1833.32, "end": 1833.78, "word": " اربعة", "probability": 0.9274088541666666}, {"start": 1833.78, "end": 1834.0, "word": " و", "probability": 0.994140625}, {"start": 1834.0, "end": 1834.54, "word": " خمسين", "probability": 0.9488525390625}, {"start": 1834.54, "end": 1835.06, "word": " فهى", "probability": 0.82080078125}, {"start": 1835.06, "end": 1835.36, "word": " جبنا", "probability": 0.8592122395833334}, {"start": 1835.36, "end": 1835.5, "word": " ال", "probability": 0.42822265625}, {"start": 1835.5, "end": 1835.86, "word": " chromosome", "probability": 0.8583984375}, {"start": 1835.86, "end": 1836.44, "word": " fitness", "probability": 0.92529296875}, {"start": 1836.44, "end": 1837.54, "word": " اللى", "probability": 0.920166015625}, {"start": 1837.54, "end": 1837.72, "word": " هى", "probability": 0.92431640625}, {"start": 1837.72, "end": 1837.86, "word": " ال", "probability": 0.9287109375}, {"start": 1837.86, "end": 1838.16, "word": " functional", "probability": 0.888671875}, {"start": 1838.16, "end": 1838.62, "word": " value", "probability": 0.99169921875}, {"start": 1838.62, "end": 1839.22, "word": " للكرمزوم", "probability": 0.8074544270833334}, {"start": 1839.22, "end": 1839.86, "word": " نفسه", "probability": 0.9860026041666666}, {"start": 1839.86, "end": 1840.84, "word": " للكرمزوم", "probability": 0.91552734375}, {"start": 1840.84, "end": 1841.28, "word": " نفسه", "probability": 0.9969075520833334}, {"start": 1841.28, "end": 1841.78, "word": " الان", "probability": 0.6669921875}, {"start": 1841.78, "end": 1843.12, "word": " كيف", "probability": 0.97216796875}, {"start": 1843.12, "end": 1843.38, "word": " بدي", "probability": 0.763916015625}, {"start": 1843.38, "end": 1843.84, "word": " اقول", "probability": 0.881591796875}, {"start": 1843.84, "end": 1844.38, "word": " مين", "probability": 0.904052734375}, {"start": 1844.38, "end": 1845.62, "word": " الأقوى", "probability": 0.8865966796875}, {"start": 1845.62, "end": 1846.66, "word": " كنسبة", "probability": 0.9521484375}], "temperature": 1.0}, {"id": 86, "seek": 187239, "start": 1847.63, "end": 1872.39, "text": "هو هنا حاسب اليوم كنسبة و أنا محتاج فعل انت نسبة عشان اعمل عملتي ال selection لاحقا انا مين اختار منهم لل crossover للمرحلة القادمة عشان نشتغل الكلام هذا محتاج اعمل كالتالي اجمعهم كلهم نجمعهم بشكل كامل فهيطلع كنت جمعهم سابقا 128", "tokens": [3224, 2407, 34105, 11331, 32277, 3555, 45595, 20498, 9122, 1863, 35457, 3660, 4032, 41850, 3714, 33753, 26108, 6156, 30241, 16472, 2655, 8717, 35457, 3660, 6225, 8592, 7649, 1975, 25957, 1211, 6225, 42213, 31371, 2423, 9450, 20193, 5016, 4587, 995, 1975, 8315, 3714, 9957, 1975, 46456, 9640, 9154, 16095, 24976, 33837, 5296, 19528, 2288, 5016, 37977, 25062, 18513, 46007, 6225, 8592, 7649, 8717, 8592, 2655, 17082, 1211, 2423, 28820, 10943, 23758, 3714, 33753, 26108, 1975, 25957, 1211, 9122, 6027, 2655, 6027, 1829, 1975, 7435, 2304, 3615, 16095, 28242, 16095, 8717, 7435, 2304, 3615, 16095, 4724, 8592, 28820, 9122, 10943, 1211, 6156, 3224, 1829, 9566, 1211, 3615, 9122, 29399, 10874, 2304, 3615, 16095, 8608, 16758, 4587, 995, 29810], "avg_logprob": -0.1250000061132969, "compression_ratio": 1.790909090909091, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1847.63, "end": 1847.89, "word": "هو", "probability": 0.888671875}, {"start": 1847.89, "end": 1848.01, "word": " هنا", "probability": 0.93115234375}, {"start": 1848.01, "end": 1848.25, "word": " حاسب", "probability": 0.7246907552083334}, {"start": 1848.25, "end": 1848.49, "word": " اليوم", "probability": 0.7548828125}, {"start": 1848.49, "end": 1849.03, "word": " كنسبة", "probability": 0.941162109375}, {"start": 1849.03, "end": 1850.69, "word": " و", "probability": 0.152099609375}, {"start": 1850.69, "end": 1850.81, "word": " أنا", "probability": 0.466552734375}, {"start": 1850.81, "end": 1851.13, "word": " محتاج", "probability": 0.8671875}, {"start": 1851.13, "end": 1851.39, "word": " فعل", "probability": 0.4825439453125}, {"start": 1851.39, "end": 1851.59, "word": " انت", "probability": 0.614501953125}, {"start": 1851.59, "end": 1852.01, "word": " نسبة", "probability": 0.9280598958333334}, {"start": 1852.01, "end": 1852.53, "word": " عشان", "probability": 0.9397786458333334}, {"start": 1852.53, "end": 1852.79, "word": " اعمل", "probability": 0.90185546875}, {"start": 1852.79, "end": 1853.05, "word": " عملتي", "probability": 0.9140625}, {"start": 1853.05, "end": 1853.15, "word": " ال", "probability": 0.70703125}, {"start": 1853.15, "end": 1853.49, "word": " selection", "probability": 0.890625}, {"start": 1853.49, "end": 1854.07, "word": " لاحقا", "probability": 0.9451904296875}, {"start": 1854.07, "end": 1854.57, "word": " انا", "probability": 0.8583984375}, {"start": 1854.57, "end": 1854.71, "word": " مين", "probability": 0.973388671875}, {"start": 1854.71, "end": 1855.15, "word": " اختار", "probability": 0.9632161458333334}, {"start": 1855.15, "end": 1855.65, "word": " منهم", "probability": 0.99609375}, {"start": 1855.65, "end": 1856.85, "word": " لل", "probability": 0.354736328125}, {"start": 1856.85, "end": 1857.49, "word": " crossover", "probability": 0.6494140625}, {"start": 1857.49, "end": 1858.27, "word": " للمرحلة", "probability": 0.9046875}, {"start": 1858.27, "end": 1858.85, "word": " القادمة", "probability": 0.99267578125}, {"start": 1858.85, "end": 1859.39, "word": " عشان", "probability": 0.9801432291666666}, {"start": 1859.39, "end": 1859.79, "word": " نشتغل", "probability": 0.98662109375}, {"start": 1859.79, "end": 1860.15, "word": " الكلام", "probability": 0.9664713541666666}, {"start": 1860.15, "end": 1860.45, "word": " هذا", "probability": 0.90478515625}, {"start": 1860.45, "end": 1861.07, "word": " محتاج", "probability": 0.9801432291666666}, {"start": 1861.07, "end": 1861.49, "word": " اعمل", "probability": 0.95556640625}, {"start": 1861.49, "end": 1862.33, "word": " كالتالي", "probability": 0.95322265625}, {"start": 1862.33, "end": 1863.75, "word": " اجمعهم", "probability": 0.94072265625}, {"start": 1863.75, "end": 1864.33, "word": " كلهم", "probability": 0.989501953125}, {"start": 1864.33, "end": 1866.81, "word": " نجمعهم", "probability": 0.95390625}, {"start": 1866.81, "end": 1867.45, "word": " بشكل", "probability": 0.99365234375}, {"start": 1867.45, "end": 1868.17, "word": " كامل", "probability": 0.9967447916666666}, {"start": 1868.17, "end": 1869.37, "word": " فهيطلع", "probability": 0.9584147135416666}, {"start": 1869.37, "end": 1870.37, "word": " كنت", "probability": 0.873046875}, {"start": 1870.37, "end": 1870.85, "word": " جمعهم", "probability": 0.9383544921875}, {"start": 1870.85, "end": 1871.63, "word": " سابقا", "probability": 0.9918212890625}, {"start": 1871.63, "end": 1872.39, "word": " 128", "probability": 0.87255859375}], "temperature": 1.0}, {"id": 87, "seek": 189637, "start": 1874.89, "end": 1896.37, "text": "كويس؟ 128، الآن بشوف نسبة كل واحد بالنسبة لـ 128 فـ 36 على 128 في 100 بيطلع 16.5 44 على 128 في 100 بيطلع 20.2 and so on المفروض مجموح هذا كله يساوي الـ 100%", "tokens": [4117, 45865, 3794, 22807, 29810, 12399, 6024, 48506, 4724, 8592, 38688, 8717, 35457, 3660, 28242, 36764, 24401, 20666, 1863, 35457, 3660, 5296, 39184, 29810, 6156, 39184, 8652, 15844, 29810, 8978, 2319, 4724, 1829, 9566, 1211, 3615, 3165, 13, 20, 16408, 15844, 29810, 8978, 2319, 4724, 1829, 9566, 1211, 3615, 945, 13, 17, 293, 370, 322, 9673, 5172, 32887, 11242, 3714, 7435, 2304, 2407, 5016, 23758, 28242, 3224, 7251, 3794, 995, 45865, 2423, 39184, 2319, 4], "avg_logprob": -0.2337582213313956, "compression_ratio": 1.4720496894409938, "no_speech_prob": 1.4901161193847656e-06, "words": [{"start": 1874.8899999999999, "end": 1875.81, "word": "كويس؟", "probability": 0.78851318359375}, {"start": 1875.81, "end": 1876.73, "word": " 128،", "probability": 0.53253173828125}, {"start": 1876.73, "end": 1877.21, "word": " الآن", "probability": 0.7110595703125}, {"start": 1877.21, "end": 1877.83, "word": " بشوف", "probability": 0.9860026041666666}, {"start": 1877.83, "end": 1878.25, "word": " نسبة", "probability": 0.9951171875}, {"start": 1878.25, "end": 1878.49, "word": " كل", "probability": 0.99072265625}, {"start": 1878.49, "end": 1878.89, "word": " واحد", "probability": 0.996826171875}, {"start": 1878.89, "end": 1879.25, "word": " بالنسبة", "probability": 0.9793701171875}, {"start": 1879.25, "end": 1879.39, "word": " لـ", "probability": 0.541259765625}, {"start": 1879.39, "end": 1879.81, "word": " 128", "probability": 0.7265625}, {"start": 1879.81, "end": 1881.15, "word": " فـ", "probability": 0.5146484375}, {"start": 1881.15, "end": 1882.21, "word": " 36", "probability": 0.9326171875}, {"start": 1882.21, "end": 1882.75, "word": " على", "probability": 0.417724609375}, {"start": 1882.75, "end": 1883.51, "word": " 128", "probability": 0.97265625}, {"start": 1883.51, "end": 1883.87, "word": " في", "probability": 0.6689453125}, {"start": 1883.87, "end": 1884.17, "word": " 100", "probability": 0.87060546875}, {"start": 1884.17, "end": 1885.47, "word": " بيطلع", "probability": 0.739453125}, {"start": 1885.47, "end": 1885.91, "word": " 16", "probability": 0.951171875}, {"start": 1885.91, "end": 1886.31, "word": ".5", "probability": 0.920166015625}, {"start": 1886.31, "end": 1888.13, "word": " 44", "probability": 0.76025390625}, {"start": 1888.13, "end": 1888.69, "word": " على", "probability": 0.79833984375}, {"start": 1888.69, "end": 1889.23, "word": " 128", "probability": 0.97705078125}, {"start": 1889.23, "end": 1890.59, "word": " في", "probability": 0.9853515625}, {"start": 1890.59, "end": 1890.91, "word": " 100", "probability": 0.92626953125}, {"start": 1890.91, "end": 1891.51, "word": " بيطلع", "probability": 0.9576171875}, {"start": 1891.51, "end": 1891.87, "word": " 20", "probability": 0.978515625}, {"start": 1891.87, "end": 1892.51, "word": ".2", "probability": 0.975830078125}, {"start": 1892.51, "end": 1892.99, "word": " and", "probability": 0.5791015625}, {"start": 1892.99, "end": 1893.17, "word": " so", "probability": 0.89599609375}, {"start": 1893.17, "end": 1893.43, "word": " on", "probability": 0.962890625}, {"start": 1893.43, "end": 1894.13, "word": " المفروض", "probability": 0.947265625}, {"start": 1894.13, "end": 1894.49, "word": " مجموح", "probability": 0.93505859375}, {"start": 1894.49, "end": 1894.65, "word": " هذا", "probability": 0.2369384765625}, {"start": 1894.65, "end": 1895.23, "word": " كله", "probability": 0.7470703125}, {"start": 1895.23, "end": 1895.77, "word": " يساوي", "probability": 0.881591796875}, {"start": 1895.77, "end": 1896.01, "word": " الـ", "probability": 0.615478515625}, {"start": 1896.01, "end": 1896.13, "word": " 100", "probability": 0.75146484375}, {"start": 1896.13, "end": 1896.37, "word": "%", "probability": 0.41796875}], "temperature": 1.0}, {"id": 88, "seek": 192417, "start": 1898.25, "end": 1924.17, "text": "ك ratio ك ratio يساوي المية في المية تمام في إيش بستفيد من ال ratio هذهك؟ هذهك اللي هستخدمها الآن في عملية ال selection من الست هدول طبعا واضح على الرسم إحنا مسبقا عارفين إنه هيك شكل ال function إحنا مسبقا عارفينها ليش؟ لأنها بسيطة بس اتخيل إن أنت بتشتغل على function أنت مش عارف شكلها", "tokens": [4117, 8509, 9122, 8509, 7251, 3794, 995, 45865, 9673, 10632, 8978, 9673, 10632, 46811, 10943, 8978, 11933, 1829, 8592, 4724, 14851, 5172, 25708, 9154, 2423, 8509, 29538, 4117, 22807, 29538, 4117, 13672, 1829, 8032, 14851, 9778, 40448, 11296, 6024, 48506, 8978, 6225, 42213, 10632, 2423, 9450, 9154, 2423, 14851, 8032, 3215, 12610, 23032, 3555, 3615, 995, 4032, 46958, 5016, 15844, 34892, 38251, 11933, 5016, 8315, 3714, 35457, 4587, 995, 6225, 9640, 5172, 9957, 36145, 3224, 39896, 4117, 13412, 28820, 2423, 2445, 11933, 5016, 8315, 3714, 35457, 4587, 995, 6225, 9640, 5172, 9957, 11296, 32239, 8592, 22807, 5296, 33456, 11296, 4724, 3794, 1829, 9566, 3660, 4724, 3794, 1975, 2655, 9778, 26895, 36145, 14739, 2655, 39894, 8592, 2655, 17082, 1211, 15844, 2445, 14739, 2655, 37893, 6225, 9640, 5172, 13412, 28820, 11296], "avg_logprob": -0.15829326338492908, "compression_ratio": 1.9467213114754098, "no_speech_prob": 1.0728836059570312e-06, "words": [{"start": 1898.25, "end": 1898.43, "word": "ك", "probability": 0.6826171875}, {"start": 1898.43, "end": 1898.83, "word": " ratio", "probability": 0.77734375}, {"start": 1898.83, "end": 1899.55, "word": " ك", "probability": 0.2376708984375}, {"start": 1899.55, "end": 1900.19, "word": " ratio", "probability": 0.935546875}, {"start": 1900.19, "end": 1900.93, "word": " يساوي", "probability": 0.9228515625}, {"start": 1900.93, "end": 1901.53, "word": " المية", "probability": 0.6776123046875}, {"start": 1901.53, "end": 1901.67, "word": " في", "probability": 0.8427734375}, {"start": 1901.67, "end": 1901.97, "word": " المية", "probability": 0.9765625}, {"start": 1901.97, "end": 1902.55, "word": " تمام", "probability": 0.848388671875}, {"start": 1902.55, "end": 1902.93, "word": " في", "probability": 0.6181640625}, {"start": 1902.93, "end": 1903.07, "word": " إيش", "probability": 0.7842610677083334}, {"start": 1903.07, "end": 1903.51, "word": " بستفيد", "probability": 0.9254150390625}, {"start": 1903.51, "end": 1903.67, "word": " من", "probability": 0.994140625}, {"start": 1903.67, "end": 1903.79, "word": " ال", "probability": 0.9755859375}, {"start": 1903.79, "end": 1904.05, "word": " ratio", "probability": 0.98779296875}, {"start": 1904.05, "end": 1904.79, "word": " هذهك؟", "probability": 0.5126139322916666}, {"start": 1904.79, "end": 1905.09, "word": " هذهك", "probability": 0.7529296875}, {"start": 1905.09, "end": 1905.17, "word": " اللي", "probability": 0.95458984375}, {"start": 1905.17, "end": 1905.65, "word": " هستخدمها", "probability": 0.9623046875}, {"start": 1905.65, "end": 1905.91, "word": " الآن", "probability": 0.765380859375}, {"start": 1905.91, "end": 1906.21, "word": " في", "probability": 0.95703125}, {"start": 1906.21, "end": 1906.83, "word": " عملية", "probability": 0.9894205729166666}, {"start": 1906.83, "end": 1907.61, "word": " ال", "probability": 0.98388671875}, {"start": 1907.61, "end": 1909.25, "word": " selection", "probability": 0.480224609375}, {"start": 1909.25, "end": 1910.73, "word": " من", "probability": 0.939453125}, {"start": 1910.73, "end": 1911.29, "word": " الست", "probability": 0.5953369140625}, {"start": 1911.29, "end": 1911.83, "word": " هدول", "probability": 0.8662109375}, {"start": 1911.83, "end": 1913.09, "word": " طبعا", "probability": 0.9415283203125}, {"start": 1913.09, "end": 1913.39, "word": " واضح", "probability": 0.9708658854166666}, {"start": 1913.39, "end": 1913.55, "word": " على", "probability": 0.8935546875}, {"start": 1913.55, "end": 1913.87, "word": " الرسم", "probability": 0.935791015625}, {"start": 1913.87, "end": 1914.13, "word": " إحنا", "probability": 0.810791015625}, {"start": 1914.13, "end": 1914.61, "word": " مسبقا", "probability": 0.9447021484375}, {"start": 1914.61, "end": 1914.93, "word": " عارفين", "probability": 0.9837646484375}, {"start": 1914.93, "end": 1915.13, "word": " إنه", "probability": 0.644775390625}, {"start": 1915.13, "end": 1915.27, "word": " هيك", "probability": 0.92724609375}, {"start": 1915.27, "end": 1915.51, "word": " شكل", "probability": 0.9814453125}, {"start": 1915.51, "end": 1915.65, "word": " ال", "probability": 0.982421875}, {"start": 1915.65, "end": 1916.01, "word": " function", "probability": 0.95849609375}, {"start": 1916.01, "end": 1917.43, "word": " إحنا", "probability": 0.8738606770833334}, {"start": 1917.43, "end": 1917.85, "word": " مسبقا", "probability": 0.9886474609375}, {"start": 1917.85, "end": 1918.63, "word": " عارفينها", "probability": 0.9939453125}, {"start": 1918.63, "end": 1919.73, "word": " ليش؟", "probability": 0.8719075520833334}, {"start": 1919.73, "end": 1920.01, "word": " لأنها", "probability": 0.7188313802083334}, {"start": 1920.01, "end": 1920.69, "word": " بسيطة", "probability": 0.9953125}, {"start": 1920.69, "end": 1921.15, "word": " بس", "probability": 0.870849609375}, {"start": 1921.15, "end": 1922.01, "word": " اتخيل", "probability": 0.93212890625}, {"start": 1922.01, "end": 1922.19, "word": " إن", "probability": 0.70947265625}, {"start": 1922.19, "end": 1922.39, "word": " أنت", "probability": 0.789794921875}, {"start": 1922.39, "end": 1922.83, "word": " بتشتغل", "probability": 0.9654296875}, {"start": 1922.83, "end": 1922.97, "word": " على", "probability": 0.8994140625}, {"start": 1922.97, "end": 1923.25, "word": " function", "probability": 0.96728515625}, {"start": 1923.25, "end": 1923.45, "word": " أنت", "probability": 0.469970703125}, {"start": 1923.45, "end": 1923.59, "word": " مش", "probability": 0.99072265625}, {"start": 1923.59, "end": 1923.79, "word": " عارف", "probability": 0.9923502604166666}, {"start": 1923.79, "end": 1924.17, "word": " شكلها", "probability": 0.9928385416666666}], "temperature": 1.0}, {"id": 89, "seek": 194972, "start": 1925.0, "end": 1949.72, "text": "انت بتشتغل على function مش عارف شكلها أو ال problem أعقد من انك انت تشوف ترسمها بشكلها الامامي يعني ممكن تكون هذه اللي انا 2D مثلا انا حد بالعكس حتى 1D هذه عبارة عن one dimension two dimension برضه لسه مقبولة بتقدر ترسمها بال 3D space و بمشي الحال لكن لو ال dimension .. عفوا ال dimensionality بتاعتها كبيرة كتير", "tokens": [7649, 2655, 39894, 8592, 2655, 17082, 1211, 15844, 2445, 37893, 6225, 9640, 5172, 13412, 28820, 11296, 34051, 2423, 1154, 5551, 3615, 28543, 9154, 16472, 4117, 16472, 2655, 6055, 8592, 38688, 6055, 2288, 38251, 11296, 4724, 8592, 28820, 11296, 2423, 10943, 10943, 1829, 37495, 22653, 3714, 43020, 6055, 30544, 29538, 13672, 1829, 1975, 8315, 568, 35, 50113, 15040, 1975, 8315, 11331, 3215, 20666, 3615, 4117, 3794, 11331, 49975, 502, 35, 29538, 6225, 3555, 9640, 3660, 18871, 472, 10139, 732, 10139, 4724, 43042, 3224, 5296, 3794, 3224, 3714, 4587, 3555, 12610, 3660, 39894, 28543, 2288, 6055, 2288, 38251, 11296, 20666, 805, 35, 1901, 4032, 4724, 2304, 8592, 1829, 21542, 6027, 44381, 45164, 2423, 10139, 4386, 6225, 5172, 14407, 2423, 10139, 1860, 39894, 995, 34268, 11296, 9122, 3555, 48923, 9122, 2655, 13546], "avg_logprob": -0.20444711676010718, "compression_ratio": 1.7132867132867133, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1925.0, "end": 1925.3, "word": "انت", "probability": 0.6357421875}, {"start": 1925.3, "end": 1925.7, "word": " بتشتغل", "probability": 0.9486328125}, {"start": 1925.7, "end": 1925.82, "word": " على", "probability": 0.78662109375}, {"start": 1925.82, "end": 1926.14, "word": " function", "probability": 0.8486328125}, {"start": 1926.14, "end": 1926.32, "word": " مش", "probability": 0.9853515625}, {"start": 1926.32, "end": 1926.56, "word": " عارف", "probability": 0.9952799479166666}, {"start": 1926.56, "end": 1926.98, "word": " شكلها", "probability": 0.98291015625}, {"start": 1926.98, "end": 1927.32, "word": " أو", "probability": 0.63330078125}, {"start": 1927.32, "end": 1927.44, "word": " ال", "probability": 0.3486328125}, {"start": 1927.44, "end": 1927.84, "word": " problem", "probability": 0.7021484375}, {"start": 1927.84, "end": 1928.48, "word": " أعقد", "probability": 0.90087890625}, {"start": 1928.48, "end": 1928.58, "word": " من", "probability": 0.88671875}, {"start": 1928.58, "end": 1928.78, "word": " انك", "probability": 0.702880859375}, {"start": 1928.78, "end": 1928.92, "word": " انت", "probability": 0.6732177734375}, {"start": 1928.92, "end": 1929.32, "word": " تشوف", "probability": 0.86181640625}, {"start": 1929.32, "end": 1929.82, "word": " ترسمها", "probability": 0.89697265625}, {"start": 1929.82, "end": 1930.34, "word": " بشكلها", "probability": 0.82861328125}, {"start": 1930.34, "end": 1931.66, "word": " الامامي", "probability": 0.74517822265625}, {"start": 1931.66, "end": 1931.92, "word": " يعني", "probability": 0.816650390625}, {"start": 1931.92, "end": 1932.16, "word": " ممكن", "probability": 0.97216796875}, {"start": 1932.16, "end": 1932.38, "word": " تكون", "probability": 0.7880859375}, {"start": 1932.38, "end": 1932.56, "word": " هذه", "probability": 0.481201171875}, {"start": 1932.56, "end": 1932.66, "word": " اللي", "probability": 0.941650390625}, {"start": 1932.66, "end": 1932.78, "word": " انا", "probability": 0.65380859375}, {"start": 1932.78, "end": 1933.22, "word": " 2D", "probability": 0.7119140625}, {"start": 1933.22, "end": 1933.56, "word": " مثلا", "probability": 0.968505859375}, {"start": 1933.56, "end": 1933.68, "word": " انا", "probability": 0.37335205078125}, {"start": 1933.68, "end": 1933.8, "word": " حد", "probability": 0.779052734375}, {"start": 1933.8, "end": 1934.08, "word": " بالعكس", "probability": 0.9822998046875}, {"start": 1934.08, "end": 1934.3, "word": " حتى", "probability": 0.9052734375}, {"start": 1934.3, "end": 1934.68, "word": " 1D", "probability": 0.855712890625}, {"start": 1934.68, "end": 1936.2, "word": " هذه", "probability": 0.415283203125}, {"start": 1936.2, "end": 1936.86, "word": " عبارة", "probability": 0.86688232421875}, {"start": 1936.86, "end": 1937.08, "word": " عن", "probability": 0.9970703125}, {"start": 1937.08, "end": 1937.98, "word": " one", "probability": 0.8251953125}, {"start": 1937.98, "end": 1938.48, "word": " dimension", "probability": 0.8642578125}, {"start": 1938.48, "end": 1939.2, "word": " two", "probability": 0.55908203125}, {"start": 1939.2, "end": 1939.68, "word": " dimension", "probability": 0.79052734375}, {"start": 1939.68, "end": 1940.2, "word": " برضه", "probability": 0.9571940104166666}, {"start": 1940.2, "end": 1940.46, "word": " لسه", "probability": 0.94873046875}, {"start": 1940.46, "end": 1940.94, "word": " مقبولة", "probability": 0.9873046875}, {"start": 1940.94, "end": 1941.28, "word": " بتقدر", "probability": 0.86572265625}, {"start": 1941.28, "end": 1941.82, "word": " ترسمها", "probability": 0.9822998046875}, {"start": 1941.82, "end": 1942.26, "word": " بال", "probability": 0.89404296875}, {"start": 1942.26, "end": 1942.78, "word": " 3D", "probability": 0.72900390625}, {"start": 1942.78, "end": 1943.7, "word": " space", "probability": 0.74072265625}, {"start": 1943.7, "end": 1944.66, "word": " و", "probability": 0.7119140625}, {"start": 1944.66, "end": 1945.04, "word": " بمشي", "probability": 0.84716796875}, {"start": 1945.04, "end": 1945.3, "word": " الحال", "probability": 0.946044921875}, {"start": 1945.3, "end": 1945.88, "word": " لكن", "probability": 0.8251953125}, {"start": 1945.88, "end": 1946.2, "word": " لو", "probability": 0.9794921875}, {"start": 1946.2, "end": 1946.54, "word": " ال", "probability": 0.65283203125}, {"start": 1946.54, "end": 1946.78, "word": " dimension", "probability": 0.79345703125}, {"start": 1946.78, "end": 1947.12, "word": " ..", "probability": 0.396240234375}, {"start": 1947.12, "end": 1947.5, "word": " عفوا", "probability": 0.7848307291666666}, {"start": 1947.5, "end": 1947.62, "word": " ال", "probability": 0.443115234375}, {"start": 1947.62, "end": 1948.2, "word": " dimensionality", "probability": 0.885009765625}, {"start": 1948.2, "end": 1948.66, "word": " بتاعتها", "probability": 0.9383544921875}, {"start": 1948.66, "end": 1949.32, "word": " كبيرة", "probability": 0.98681640625}, {"start": 1949.32, "end": 1949.72, "word": " كتير", "probability": 0.9532877604166666}], "temperature": 1.0}, {"id": 90, "seek": 196595, "start": 1950.41, "end": 1965.95, "text": "عالية مابتقدر ترسمها و تشوف شكلها فبدك تضطر تصدق الأرقام كأرقامه بس أما ك visualization مش جادر انت تعرضها بشكل visualization كويس فمبدأيا", "tokens": [3615, 6027, 10632, 3714, 16758, 2655, 28543, 2288, 6055, 2288, 38251, 11296, 4032, 6055, 8592, 38688, 13412, 28820, 11296, 6156, 44510, 4117, 6055, 11242, 9566, 2288, 6055, 9381, 3215, 4587, 16247, 2288, 4587, 10943, 9122, 10721, 2288, 4587, 10943, 3224, 4724, 3794, 5551, 15042, 9122, 25801, 37893, 10874, 18513, 2288, 16472, 2655, 37279, 43042, 11296, 4724, 8592, 28820, 25801, 9122, 45865, 3794, 6156, 2304, 44510, 10721, 25528], "avg_logprob": -0.2335707652656471, "compression_ratio": 1.4615384615384615, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 1950.41, "end": 1951.05, "word": "عالية", "probability": 0.7777506510416666}, {"start": 1951.05, "end": 1952.27, "word": " مابتقدر", "probability": 0.819384765625}, {"start": 1952.27, "end": 1953.09, "word": " ترسمها", "probability": 0.8795166015625}, {"start": 1953.09, "end": 1953.17, "word": " و", "probability": 0.4697265625}, {"start": 1953.17, "end": 1953.43, "word": " تشوف", "probability": 0.9899088541666666}, {"start": 1953.43, "end": 1953.77, "word": " شكلها", "probability": 0.98388671875}, {"start": 1953.77, "end": 1954.15, "word": " فبدك", "probability": 0.7435709635416666}, {"start": 1954.15, "end": 1954.65, "word": " تضطر", "probability": 0.9898681640625}, {"start": 1954.65, "end": 1955.99, "word": " تصدق", "probability": 0.9339599609375}, {"start": 1955.99, "end": 1956.95, "word": " الأرقام", "probability": 0.9656982421875}, {"start": 1956.95, "end": 1957.67, "word": " كأرقامه", "probability": 0.9200846354166666}, {"start": 1957.67, "end": 1958.43, "word": " بس", "probability": 0.985107421875}, {"start": 1958.43, "end": 1959.03, "word": " أما", "probability": 0.5726318359375}, {"start": 1959.03, "end": 1959.61, "word": " ك", "probability": 0.8974609375}, {"start": 1959.61, "end": 1960.47, "word": " visualization", "probability": 0.38671875}, {"start": 1960.47, "end": 1960.87, "word": " مش", "probability": 0.94189453125}, {"start": 1960.87, "end": 1961.17, "word": " جادر", "probability": 0.79833984375}, {"start": 1961.17, "end": 1961.31, "word": " انت", "probability": 0.4703369140625}, {"start": 1961.31, "end": 1961.87, "word": " تعرضها", "probability": 0.98046875}, {"start": 1961.87, "end": 1962.83, "word": " بشكل", "probability": 0.7789713541666666}, {"start": 1962.83, "end": 1963.63, "word": " visualization", "probability": 0.87548828125}, {"start": 1963.63, "end": 1964.83, "word": " كويس", "probability": 0.7540690104166666}, {"start": 1964.83, "end": 1965.95, "word": " فمبدأيا", "probability": 0.8458984375}], "temperature": 1.0}, {"id": 91, "seek": 199339, "start": 1966.91, "end": 1993.39, "text": "هذا هيك الشكل اللي احنا شايفينه وشايفين القيم كيف جبناها عملية ال selection الآن وهذه هي الأهم الحقيقة في ال selection بدنا ناخد بالنا ان مين اللي منهم هيكون ناجي هينجو بمعنى انه هنعمله selection كويس خليني ارجع شوية ل ال selections تبعتنا احنا عارفين انه هدول ينطبق عليهم ال 100%", "tokens": [3224, 15730, 39896, 4117, 25124, 28820, 13672, 1829, 1975, 5016, 8315, 13412, 995, 33911, 9957, 3224, 4032, 8592, 995, 33911, 9957, 25062, 32640, 9122, 33911, 10874, 3555, 8315, 11296, 6225, 42213, 10632, 2423, 9450, 6024, 48506, 37037, 24192, 39896, 16247, 16095, 21542, 38436, 28671, 8978, 2423, 9450, 47525, 8315, 8717, 47283, 3215, 20666, 8315, 16472, 3714, 9957, 13672, 1829, 9154, 16095, 39896, 30544, 8717, 26108, 1829, 8032, 9957, 7435, 2407, 4724, 2304, 3615, 1863, 7578, 16472, 3224, 8032, 1863, 25957, 43761, 9450, 9122, 45865, 3794, 16490, 1211, 9957, 1829, 1975, 47341, 3615, 13412, 2407, 10632, 5296, 2423, 47829, 6055, 3555, 34268, 8315, 1975, 5016, 8315, 6225, 9640, 5172, 9957, 16472, 3224, 8032, 3215, 12610, 7251, 1863, 9566, 3555, 4587, 25894, 16095, 2423, 2319, 4], "avg_logprob": -0.18137499332427978, "compression_ratio": 1.93801652892562, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1966.91, "end": 1967.19, "word": "هذا", "probability": 0.844482421875}, {"start": 1967.19, "end": 1967.39, "word": " هيك", "probability": 0.3985595703125}, {"start": 1967.39, "end": 1967.69, "word": " الشكل", "probability": 0.976318359375}, {"start": 1967.69, "end": 1967.79, "word": " اللي", "probability": 0.853271484375}, {"start": 1967.79, "end": 1967.87, "word": " احنا", "probability": 0.772216796875}, {"start": 1967.87, "end": 1968.39, "word": " شايفينه", "probability": 0.97021484375}, {"start": 1968.39, "end": 1968.87, "word": " وشايفين", "probability": 0.88447265625}, {"start": 1968.87, "end": 1969.19, "word": " القيم", "probability": 0.8095703125}, {"start": 1969.19, "end": 1969.39, "word": " كيف", "probability": 0.93798828125}, {"start": 1969.39, "end": 1970.01, "word": " جبناها", "probability": 0.9375}, {"start": 1970.01, "end": 1971.53, "word": " عملية", "probability": 0.9495442708333334}, {"start": 1971.53, "end": 1971.69, "word": " ال", "probability": 0.95849609375}, {"start": 1971.69, "end": 1972.05, "word": " selection", "probability": 0.75390625}, {"start": 1972.05, "end": 1972.55, "word": " الآن", "probability": 0.6148681640625}, {"start": 1972.55, "end": 1972.87, "word": " وهذه", "probability": 0.625244140625}, {"start": 1972.87, "end": 1973.07, "word": " هي", "probability": 0.429443359375}, {"start": 1973.07, "end": 1973.57, "word": " الأهم", "probability": 0.957763671875}, {"start": 1973.57, "end": 1974.63, "word": " الحقيقة", "probability": 0.9861653645833334}, {"start": 1974.63, "end": 1976.31, "word": " في", "probability": 0.86474609375}, {"start": 1976.31, "end": 1976.59, "word": " ال", "probability": 0.92431640625}, {"start": 1976.59, "end": 1977.13, "word": " selection", "probability": 0.96044921875}, {"start": 1977.13, "end": 1977.75, "word": " بدنا", "probability": 0.87890625}, {"start": 1977.75, "end": 1978.05, "word": " ناخد", "probability": 0.9912109375}, {"start": 1978.05, "end": 1978.41, "word": " بالنا", "probability": 0.92431640625}, {"start": 1978.41, "end": 1978.59, "word": " ان", "probability": 0.37255859375}, {"start": 1978.59, "end": 1978.83, "word": " مين", "probability": 0.860107421875}, {"start": 1978.83, "end": 1979.01, "word": " اللي", "probability": 0.981201171875}, {"start": 1979.01, "end": 1979.55, "word": " منهم", "probability": 0.991943359375}, {"start": 1979.55, "end": 1980.55, "word": " هيكون", "probability": 0.812255859375}, {"start": 1980.55, "end": 1981.45, "word": " ناجي", "probability": 0.9619140625}, {"start": 1981.45, "end": 1982.59, "word": " هينجو", "probability": 0.649017333984375}, {"start": 1982.59, "end": 1982.95, "word": " بمعنى", "probability": 0.946875}, {"start": 1982.95, "end": 1983.11, "word": " انه", "probability": 0.734619140625}, {"start": 1983.11, "end": 1983.55, "word": " هنعمله", "probability": 0.7962646484375}, {"start": 1983.55, "end": 1984.13, "word": " selection", "probability": 0.95849609375}, {"start": 1984.13, "end": 1985.77, "word": " كويس", "probability": 0.82275390625}, {"start": 1985.77, "end": 1986.69, "word": " خليني", "probability": 0.946533203125}, {"start": 1986.69, "end": 1987.05, "word": " ارجع", "probability": 0.857421875}, {"start": 1987.05, "end": 1987.59, "word": " شوية", "probability": 0.9313151041666666}, {"start": 1987.59, "end": 1988.37, "word": " ل", "probability": 0.587890625}, {"start": 1988.37, "end": 1989.31, "word": " ال", "probability": 0.541015625}, {"start": 1989.31, "end": 1989.71, "word": " selections", "probability": 0.92431640625}, {"start": 1989.71, "end": 1990.17, "word": " تبعتنا", "probability": 0.83447265625}, {"start": 1990.17, "end": 1990.33, "word": " احنا", "probability": 0.9161783854166666}, {"start": 1990.33, "end": 1990.67, "word": " عارفين", "probability": 0.98779296875}, {"start": 1990.67, "end": 1991.01, "word": " انه", "probability": 0.668212890625}, {"start": 1991.01, "end": 1991.81, "word": " هدول", "probability": 0.8640950520833334}, {"start": 1991.81, "end": 1992.29, "word": " ينطبق", "probability": 0.976953125}, {"start": 1992.29, "end": 1992.75, "word": " عليهم", "probability": 0.970947265625}, {"start": 1992.75, "end": 1992.99, "word": " ال", "probability": 0.6298828125}, {"start": 1992.99, "end": 1993.13, "word": " 100", "probability": 0.7734375}, {"start": 1993.13, "end": 1993.39, "word": "%", "probability": 0.92822265625}], "temperature": 1.0}, {"id": 92, "seek": 202240, "start": 1995.06, "end": 2022.4, "text": "هدول الأرقام كلهم مجموحة 100% فبجسم ال by هذه حسب قيمهم بقول والله من 0 ل 16.5 هذه x1 طيب زود على ال 16.5 كمان 20.2 هيصير في عندى 36", "tokens": [3224, 3215, 12610, 16247, 2288, 4587, 10943, 28242, 16095, 3714, 7435, 2304, 2407, 5016, 3660, 2319, 4, 6156, 3555, 7435, 38251, 2423, 538, 29538, 11331, 35457, 12174, 32640, 16095, 4724, 39648, 16070, 43761, 9154, 1958, 5296, 3165, 13, 20, 29538, 2031, 16, 23032, 1829, 3555, 30767, 23328, 15844, 2423, 3165, 13, 20, 9122, 2304, 7649, 945, 13, 17, 8032, 1829, 9381, 13546, 8978, 43242, 7578, 8652], "avg_logprob": -0.2665578384897602, "compression_ratio": 1.358974358974359, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 1995.06, "end": 1995.48, "word": "هدول", "probability": 0.89404296875}, {"start": 1995.48, "end": 1996.34, "word": " الأرقام", "probability": 0.8233642578125}, {"start": 1996.34, "end": 1996.7, "word": " كلهم", "probability": 0.944580078125}, {"start": 1996.7, "end": 1997.16, "word": " مجموحة", "probability": 0.8611653645833334}, {"start": 1997.16, "end": 1997.34, "word": " 100", "probability": 0.479248046875}, {"start": 1997.34, "end": 1997.72, "word": "%", "probability": 0.875}, {"start": 1997.72, "end": 1998.52, "word": " فبجسم", "probability": 0.9417724609375}, {"start": 1998.52, "end": 1999.56, "word": " ال", "probability": 0.95947265625}, {"start": 1999.56, "end": 1999.82, "word": " by", "probability": 0.13232421875}, {"start": 1999.82, "end": 2000.3, "word": " هذه", "probability": 0.59619140625}, {"start": 2000.3, "end": 2001.64, "word": " حسب", "probability": 0.977294921875}, {"start": 2001.64, "end": 2002.54, "word": " قيمهم", "probability": 0.87548828125}, {"start": 2002.54, "end": 2003.6, "word": " بقول", "probability": 0.954833984375}, {"start": 2003.6, "end": 2003.92, "word": " والله", "probability": 0.80810546875}, {"start": 2003.92, "end": 2004.94, "word": " من", "probability": 0.9501953125}, {"start": 2004.94, "end": 2005.6, "word": " 0", "probability": 0.408447265625}, {"start": 2005.6, "end": 2006.22, "word": " ل", "probability": 0.8876953125}, {"start": 2006.22, "end": 2007.34, "word": " 16", "probability": 0.8193359375}, {"start": 2007.34, "end": 2007.88, "word": ".5", "probability": 0.906005859375}, {"start": 2007.88, "end": 2010.5, "word": " هذه", "probability": 0.57080078125}, {"start": 2010.5, "end": 2011.9, "word": " x1", "probability": 0.577392578125}, {"start": 2011.9, "end": 2013.28, "word": " طيب", "probability": 0.8702799479166666}, {"start": 2013.28, "end": 2013.86, "word": " زود", "probability": 0.912109375}, {"start": 2013.86, "end": 2014.0, "word": " على", "probability": 0.59619140625}, {"start": 2014.0, "end": 2014.14, "word": " ال", "probability": 0.53125}, {"start": 2014.14, "end": 2015.76, "word": " 16", "probability": 0.5908203125}, {"start": 2015.76, "end": 2016.18, "word": ".5", "probability": 0.986572265625}, {"start": 2016.18, "end": 2016.74, "word": " كمان", "probability": 0.8515625}, {"start": 2016.74, "end": 2017.1, "word": " 20", "probability": 0.88525390625}, {"start": 2017.1, "end": 2019.68, "word": ".2", "probability": 0.69873046875}, {"start": 2019.68, "end": 2020.54, "word": " هيصير", "probability": 0.81298828125}, {"start": 2020.54, "end": 2020.66, "word": " في", "probability": 0.95068359375}, {"start": 2020.66, "end": 2021.14, "word": " عندى", "probability": 0.5093994140625}, {"start": 2021.14, "end": 2022.4, "word": " 36", "probability": 0.9541015625}], "temperature": 1.0}, {"id": 93, "seek": 204403, "start": 2025.03, "end": 2044.03, "text": "فاصلة سبعة فهذه هقول X2 تمام و هكذا هنزود ستة معناه ذلك انه هقول هاي في عندي هنا القيمة جدش بتصير وين ستة فاصلة أربعة فبصير عندي تلاتة و أربعين فاصلة تلاتة فاصلة واحد", "tokens": [5172, 33546, 37977, 8608, 3555, 27884, 6156, 3224, 24192, 8032, 39648, 1783, 17, 46811, 10943, 4032, 8032, 4117, 15730, 8032, 1863, 11622, 23328, 8608, 2655, 3660, 20449, 8315, 3224, 29910, 23275, 16472, 3224, 8032, 39648, 8032, 47302, 8978, 18871, 16254, 34105, 25062, 32640, 3660, 10874, 3215, 8592, 39894, 9381, 13546, 4032, 9957, 8608, 2655, 3660, 6156, 33546, 37977, 5551, 25513, 27884, 6156, 3555, 9381, 13546, 18871, 16254, 6055, 1211, 9307, 3660, 4032, 5551, 25513, 3615, 9957, 6156, 33546, 37977, 6055, 1211, 9307, 3660, 6156, 33546, 37977, 36764, 24401], "avg_logprob": -0.22050561395923743, "compression_ratio": 1.85625, "no_speech_prob": 2.7835369110107422e-05, "words": [{"start": 2025.03, "end": 2025.47, "word": "فاصلة", "probability": 0.6851399739583334}, {"start": 2025.47, "end": 2025.91, "word": " سبعة", "probability": 0.8806966145833334}, {"start": 2025.91, "end": 2026.53, "word": " فهذه", "probability": 0.7184244791666666}, {"start": 2026.53, "end": 2026.81, "word": " هقول", "probability": 0.5013427734375}, {"start": 2026.81, "end": 2027.43, "word": " X2", "probability": 0.537841796875}, {"start": 2027.43, "end": 2029.93, "word": " تمام", "probability": 0.763916015625}, {"start": 2029.93, "end": 2030.41, "word": " و", "probability": 0.37890625}, {"start": 2030.41, "end": 2030.79, "word": " هكذا", "probability": 0.9373372395833334}, {"start": 2030.79, "end": 2031.65, "word": " هنزود", "probability": 0.8729248046875}, {"start": 2031.65, "end": 2032.61, "word": " ستة", "probability": 0.8572591145833334}, {"start": 2032.61, "end": 2033.83, "word": " معناه", "probability": 0.81884765625}, {"start": 2033.83, "end": 2034.07, "word": " ذلك", "probability": 0.971923828125}, {"start": 2034.07, "end": 2034.27, "word": " انه", "probability": 0.708984375}, {"start": 2034.27, "end": 2034.69, "word": " هقول", "probability": 0.94775390625}, {"start": 2034.69, "end": 2034.97, "word": " هاي", "probability": 0.441162109375}, {"start": 2034.97, "end": 2035.07, "word": " في", "probability": 0.798828125}, {"start": 2035.07, "end": 2035.43, "word": " عندي", "probability": 0.801513671875}, {"start": 2035.43, "end": 2035.61, "word": " هنا", "probability": 0.43212890625}, {"start": 2035.61, "end": 2035.99, "word": " القيمة", "probability": 0.78369140625}, {"start": 2035.99, "end": 2036.25, "word": " جدش", "probability": 0.7342122395833334}, {"start": 2036.25, "end": 2036.59, "word": " بتصير", "probability": 0.9503580729166666}, {"start": 2036.59, "end": 2036.83, "word": " وين", "probability": 0.6568603515625}, {"start": 2036.83, "end": 2037.37, "word": " ستة", "probability": 0.869140625}, {"start": 2037.37, "end": 2037.67, "word": " فاصلة", "probability": 0.9759114583333334}, {"start": 2037.67, "end": 2038.19, "word": " أربعة", "probability": 0.8818359375}, {"start": 2038.19, "end": 2039.17, "word": " فبصير", "probability": 0.8358154296875}, {"start": 2039.17, "end": 2039.37, "word": " عندي", "probability": 0.9609375}, {"start": 2039.37, "end": 2039.85, "word": " تلاتة", "probability": 0.9866943359375}, {"start": 2039.85, "end": 2039.89, "word": " و", "probability": 0.61572265625}, {"start": 2039.89, "end": 2040.65, "word": " أربعين", "probability": 0.9359130859375}, {"start": 2040.65, "end": 2041.85, "word": " فاصلة", "probability": 0.9812825520833334}, {"start": 2041.85, "end": 2042.61, "word": " تلاتة", "probability": 0.9451904296875}, {"start": 2042.61, "end": 2043.49, "word": " فاصلة", "probability": 0.9287109375}, {"start": 2043.49, "end": 2044.03, "word": " واحد", "probability": 0.969970703125}], "temperature": 1.0}, {"id": 94, "seek": 206923, "start": 2045.82, "end": 2069.24, "text": "1 and so on بنجسمها هذه طبعا x3 بنجسمها بنكمل ل x4 و x5 .. آه مافيش سبعة خليني أعملها هيك أظن x5 و 6 كبار شوية كبار فحقول أنه هي بالشكل هذا x6 تمام جسمناهم على ال by ال by هذه", "tokens": [16, 293, 370, 322, 44945, 7435, 38251, 11296, 29538, 23032, 3555, 3615, 995, 2031, 18, 44945, 7435, 38251, 11296, 44945, 24793, 1211, 5296, 2031, 19, 4032, 2031, 20, 4386, 19753, 3224, 19446, 41185, 8592, 8608, 3555, 27884, 16490, 1211, 9957, 1829, 5551, 25957, 1211, 11296, 39896, 4117, 5551, 19913, 1863, 2031, 20, 4032, 1386, 9122, 3555, 9640, 13412, 2407, 10632, 9122, 3555, 9640, 6156, 5016, 39648, 14739, 3224, 39896, 20666, 8592, 28820, 23758, 2031, 21, 46811, 10943, 10874, 38251, 8315, 16095, 15844, 2423, 538, 2423, 538, 29538], "avg_logprob": -0.2901278314265338, "compression_ratio": 1.5519125683060109, "no_speech_prob": 1.8477439880371094e-06, "words": [{"start": 2045.82, "end": 2046.32, "word": "1", "probability": 0.1600341796875}, {"start": 2046.32, "end": 2046.82, "word": " and", "probability": 0.54443359375}, {"start": 2046.82, "end": 2047.0, "word": " so", "probability": 0.9052734375}, {"start": 2047.0, "end": 2047.22, "word": " on", "probability": 0.9521484375}, {"start": 2047.22, "end": 2048.46, "word": " بنجسمها", "probability": 0.8643798828125}, {"start": 2048.46, "end": 2049.14, "word": " هذه", "probability": 0.170166015625}, {"start": 2049.14, "end": 2049.42, "word": " طبعا", "probability": 0.944580078125}, {"start": 2049.42, "end": 2049.94, "word": " x3", "probability": 0.66064453125}, {"start": 2049.94, "end": 2051.2, "word": " بنجسمها", "probability": 0.828369140625}, {"start": 2051.2, "end": 2051.72, "word": " بنكمل", "probability": 0.8972981770833334}, {"start": 2051.72, "end": 2051.82, "word": " ل", "probability": 0.62890625}, {"start": 2051.82, "end": 2052.34, "word": " x4", "probability": 0.826904296875}, {"start": 2052.34, "end": 2052.72, "word": " و", "probability": 0.259521484375}, {"start": 2052.72, "end": 2053.64, "word": " x5", "probability": 0.88134765625}, {"start": 2053.64, "end": 2054.12, "word": " ..", "probability": 0.10064697265625}, {"start": 2054.12, "end": 2054.48, "word": " آه", "probability": 0.66455078125}, {"start": 2054.48, "end": 2054.78, "word": " مافيش", "probability": 0.7731119791666666}, {"start": 2054.78, "end": 2057.22, "word": " سبعة", "probability": 0.7447102864583334}, {"start": 2057.22, "end": 2058.18, "word": " خليني", "probability": 0.85595703125}, {"start": 2058.18, "end": 2058.68, "word": " أعملها", "probability": 0.8721923828125}, {"start": 2058.68, "end": 2058.94, "word": " هيك", "probability": 0.7646484375}, {"start": 2058.94, "end": 2059.32, "word": " أظن", "probability": 0.8326822916666666}, {"start": 2059.32, "end": 2060.02, "word": " x5", "probability": 0.90478515625}, {"start": 2060.02, "end": 2060.74, "word": " و", "probability": 0.89013671875}, {"start": 2060.74, "end": 2061.0, "word": " 6", "probability": 0.80029296875}, {"start": 2061.0, "end": 2061.38, "word": " كبار", "probability": 0.9781901041666666}, {"start": 2061.38, "end": 2061.84, "word": " شوية", "probability": 0.8777669270833334}, {"start": 2061.84, "end": 2062.5, "word": " كبار", "probability": 0.8859049479166666}, {"start": 2062.5, "end": 2063.02, "word": " فحقول", "probability": 0.81396484375}, {"start": 2063.02, "end": 2063.24, "word": " أنه", "probability": 0.4825439453125}, {"start": 2063.24, "end": 2063.34, "word": " هي", "probability": 0.70849609375}, {"start": 2063.34, "end": 2063.74, "word": " بالشكل", "probability": 0.9635416666666666}, {"start": 2063.74, "end": 2064.0, "word": " هذا", "probability": 0.87841796875}, {"start": 2064.0, "end": 2065.46, "word": " x6", "probability": 0.90771484375}, {"start": 2065.46, "end": 2066.18, "word": " تمام", "probability": 0.98095703125}, {"start": 2066.18, "end": 2067.52, "word": " جسمناهم", "probability": 0.9521484375}, {"start": 2067.52, "end": 2067.7, "word": " على", "probability": 0.955078125}, {"start": 2067.7, "end": 2067.84, "word": " ال", "probability": 0.9697265625}, {"start": 2067.84, "end": 2068.08, "word": " by", "probability": 0.1123046875}, {"start": 2068.08, "end": 2068.64, "word": " ال", "probability": 0.88232421875}, {"start": 2068.64, "end": 2068.84, "word": " by", "probability": 0.85791015625}, {"start": 2068.84, "end": 2069.24, "word": " هذه", "probability": 0.546875}], "temperature": 1.0}, {"id": 95, "seek": 209616, "start": 2070.24, "end": 2096.16, "text": "هيسموها أو هيستوحوا من فكرة الـ Roulette Selection أو Roulette Wheel اللي هي عجلة رلاء الـ Roulette اللي بيستخدموها عادة في اللعب هنستخدم نفس الفكرة هقول بدي أعمل برنامج يعملي sub routine يعني برنامج يعملي generation لرقم من واحد لمية", "tokens": [3224, 1829, 38251, 2407, 11296, 34051, 8032, 1829, 14851, 2407, 5016, 14407, 9154, 6156, 4117, 25720, 2423, 39184, 28392, 36563, 1100, 5450, 34051, 28392, 36563, 31392, 13672, 1829, 39896, 6225, 7435, 37977, 12602, 1211, 16606, 2423, 39184, 28392, 36563, 13672, 1829, 4724, 1829, 14851, 9778, 40448, 2407, 11296, 6225, 18513, 3660, 8978, 13672, 3615, 3555, 8032, 1863, 14851, 9778, 40448, 8717, 36178, 27188, 4117, 25720, 8032, 39648, 4724, 16254, 5551, 25957, 1211, 4724, 2288, 8315, 2304, 7435, 7251, 25957, 20292, 1422, 9927, 37495, 22653, 4724, 2288, 8315, 2304, 7435, 7251, 25957, 20292, 5125, 5296, 2288, 4587, 2304, 9154, 36764, 24401, 5296, 2304, 10632], "avg_logprob": -0.13356370607820842, "compression_ratio": 1.7255813953488373, "no_speech_prob": 0.0, "words": [{"start": 2070.24, "end": 2071.2, "word": "هيسموها", "probability": 0.8859375}, {"start": 2071.2, "end": 2071.8, "word": " أو", "probability": 0.72265625}, {"start": 2071.8, "end": 2072.54, "word": " هيستوحوا", "probability": 0.8609212239583334}, {"start": 2072.54, "end": 2072.68, "word": " من", "probability": 0.98779296875}, {"start": 2072.68, "end": 2073.02, "word": " فكرة", "probability": 0.984375}, {"start": 2073.02, "end": 2073.4, "word": " الـ", "probability": 0.7275390625}, {"start": 2073.4, "end": 2073.86, "word": " Roulette", "probability": 0.74462890625}, {"start": 2073.86, "end": 2075.56, "word": " Selection", "probability": 0.64892578125}, {"start": 2075.56, "end": 2075.9, "word": " أو", "probability": 0.8212890625}, {"start": 2075.9, "end": 2076.28, "word": " Roulette", "probability": 0.861572265625}, {"start": 2076.28, "end": 2079.12, "word": " Wheel", "probability": 0.87158203125}, {"start": 2079.12, "end": 2079.72, "word": " اللي", "probability": 0.865234375}, {"start": 2079.72, "end": 2079.9, "word": " هي", "probability": 0.904296875}, {"start": 2079.9, "end": 2080.26, "word": " عجلة", "probability": 0.9851888020833334}, {"start": 2080.26, "end": 2080.68, "word": " رلاء", "probability": 0.6758626302083334}, {"start": 2080.68, "end": 2080.84, "word": " الـ", "probability": 0.702392578125}, {"start": 2080.84, "end": 2081.1, "word": " Roulette", "probability": 0.908447265625}, {"start": 2081.1, "end": 2081.28, "word": " اللي", "probability": 0.952392578125}, {"start": 2081.28, "end": 2081.78, "word": " بيستخدموها", "probability": 0.96923828125}, {"start": 2081.78, "end": 2082.1, "word": " عادة", "probability": 0.9820963541666666}, {"start": 2082.1, "end": 2082.24, "word": " في", "probability": 0.9130859375}, {"start": 2082.24, "end": 2082.66, "word": " اللعب", "probability": 0.99169921875}, {"start": 2082.66, "end": 2084.0, "word": " هنستخدم", "probability": 0.887109375}, {"start": 2084.0, "end": 2084.24, "word": " نفس", "probability": 0.997802734375}, {"start": 2084.24, "end": 2084.76, "word": " الفكرة", "probability": 0.9918619791666666}, {"start": 2084.76, "end": 2085.5, "word": " هقول", "probability": 0.73876953125}, {"start": 2085.5, "end": 2086.34, "word": " بدي", "probability": 0.7066650390625}, {"start": 2086.34, "end": 2086.8, "word": " أعمل", "probability": 0.9222005208333334}, {"start": 2086.8, "end": 2087.52, "word": " برنامج", "probability": 0.994921875}, {"start": 2087.52, "end": 2088.3, "word": " يعملي", "probability": 0.7688802083333334}, {"start": 2088.3, "end": 2089.06, "word": " sub", "probability": 0.791015625}, {"start": 2089.06, "end": 2089.38, "word": " routine", "probability": 0.73828125}, {"start": 2089.38, "end": 2089.7, "word": " يعني", "probability": 0.84033203125}, {"start": 2089.7, "end": 2090.24, "word": " برنامج", "probability": 0.98037109375}, {"start": 2090.24, "end": 2090.58, "word": " يعملي", "probability": 0.96337890625}, {"start": 2090.58, "end": 2091.24, "word": " generation", "probability": 0.88427734375}, {"start": 2091.24, "end": 2092.2, "word": " لرقم", "probability": 0.9896240234375}, {"start": 2092.2, "end": 2093.34, "word": " من", "probability": 0.9892578125}, {"start": 2093.34, "end": 2095.58, "word": " واحد", "probability": 0.828369140625}, {"start": 2095.58, "end": 2096.16, "word": " لمية", "probability": 0.8805338541666666}], "temperature": 1.0}, {"id": 96, "seek": 212313, "start": 2097.81, "end": 2123.13, "text": "من واحد لمية أو من صفر لتسعة وتسعين زي ما بتحب مش هتفرج كتير يعني المعنى المهم انه عددهم مية عددهم مية بحيث انه تعمل generation ال generation هذا نفترض طلع الرقم نفترض مين نفترض رقم تلاتين طلع تلاتين تلاتين بيجي هنا معناته هختار X2", "tokens": [27842, 36764, 24401, 5296, 2304, 10632, 34051, 9154, 20328, 5172, 2288, 5296, 2655, 3794, 27884, 34683, 3794, 3615, 9957, 30767, 1829, 19446, 39894, 5016, 3555, 37893, 8032, 2655, 5172, 47341, 9122, 2655, 13546, 37495, 22653, 9673, 3615, 1863, 7578, 9673, 16095, 16472, 3224, 6225, 3215, 3215, 16095, 3714, 10632, 6225, 3215, 3215, 16095, 3714, 10632, 4724, 5016, 1829, 12984, 16472, 3224, 6055, 25957, 1211, 5125, 2423, 5125, 23758, 8717, 5172, 2655, 43042, 23032, 1211, 3615, 34892, 4587, 2304, 8717, 5172, 2655, 43042, 3714, 9957, 8717, 5172, 2655, 43042, 12602, 4587, 2304, 6055, 1211, 9307, 9957, 23032, 1211, 3615, 6055, 1211, 9307, 9957, 6055, 1211, 9307, 9957, 4724, 1829, 7435, 1829, 34105, 20449, 8315, 47395, 8032, 46456, 9640, 1783, 17], "avg_logprob": -0.11640625229726236, "compression_ratio": 1.8248847926267282, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2097.81, "end": 2098.05, "word": "من", "probability": 0.94677734375}, {"start": 2098.05, "end": 2098.43, "word": " واحد", "probability": 0.6697998046875}, {"start": 2098.43, "end": 2098.69, "word": " لمية", "probability": 0.6795247395833334}, {"start": 2098.69, "end": 2098.91, "word": " أو", "probability": 0.73828125}, {"start": 2098.91, "end": 2099.23, "word": " من", "probability": 0.962890625}, {"start": 2099.23, "end": 2099.57, "word": " صفر", "probability": 0.9757486979166666}, {"start": 2099.57, "end": 2099.89, "word": " لتسعة", "probability": 0.876708984375}, {"start": 2099.89, "end": 2100.31, "word": " وتسعين", "probability": 0.9527587890625}, {"start": 2100.31, "end": 2100.99, "word": " زي", "probability": 0.89306640625}, {"start": 2100.99, "end": 2101.09, "word": " ما", "probability": 0.939453125}, {"start": 2101.09, "end": 2101.53, "word": " بتحب", "probability": 0.9747721354166666}, {"start": 2101.53, "end": 2102.39, "word": " مش", "probability": 0.86083984375}, {"start": 2102.39, "end": 2102.71, "word": " هتفرج", "probability": 0.85369873046875}, {"start": 2102.71, "end": 2103.03, "word": " كتير", "probability": 0.9580078125}, {"start": 2103.03, "end": 2103.23, "word": " يعني", "probability": 0.894775390625}, {"start": 2103.23, "end": 2103.51, "word": " المعنى", "probability": 0.8521728515625}, {"start": 2103.51, "end": 2103.95, "word": " المهم", "probability": 0.969970703125}, {"start": 2103.95, "end": 2104.13, "word": " انه", "probability": 0.64404296875}, {"start": 2104.13, "end": 2104.51, "word": " عددهم", "probability": 0.9796142578125}, {"start": 2104.51, "end": 2104.85, "word": " مية", "probability": 0.907470703125}, {"start": 2104.85, "end": 2105.51, "word": " عددهم", "probability": 0.9835205078125}, {"start": 2105.51, "end": 2106.63, "word": " مية", "probability": 0.95654296875}, {"start": 2106.63, "end": 2107.39, "word": " بحيث", "probability": 0.9774169921875}, {"start": 2107.39, "end": 2108.05, "word": " انه", "probability": 0.888916015625}, {"start": 2108.05, "end": 2110.13, "word": " تعمل", "probability": 0.9397786458333334}, {"start": 2110.13, "end": 2110.65, "word": " generation", "probability": 0.87109375}, {"start": 2110.65, "end": 2111.07, "word": " ال", "probability": 0.84716796875}, {"start": 2111.07, "end": 2111.39, "word": " generation", "probability": 0.92724609375}, {"start": 2111.39, "end": 2111.63, "word": " هذا", "probability": 0.428466796875}, {"start": 2111.63, "end": 2112.29, "word": " نفترض", "probability": 0.972900390625}, {"start": 2112.29, "end": 2113.17, "word": " طلع", "probability": 0.9361979166666666}, {"start": 2113.17, "end": 2114.15, "word": " الرقم", "probability": 0.9807942708333334}, {"start": 2114.15, "end": 2115.09, "word": " نفترض", "probability": 0.96337890625}, {"start": 2115.09, "end": 2115.45, "word": " مين", "probability": 0.7303466796875}, {"start": 2115.45, "end": 2116.11, "word": " نفترض", "probability": 0.931884765625}, {"start": 2116.11, "end": 2116.35, "word": " رقم", "probability": 0.94140625}, {"start": 2116.35, "end": 2116.85, "word": " تلاتين", "probability": 0.9207763671875}, {"start": 2116.85, "end": 2118.85, "word": " طلع", "probability": 0.9622395833333334}, {"start": 2118.85, "end": 2119.31, "word": " تلاتين", "probability": 0.9842529296875}, {"start": 2119.31, "end": 2119.89, "word": " تلاتين", "probability": 0.9814453125}, {"start": 2119.89, "end": 2120.15, "word": " بيجي", "probability": 0.9549560546875}, {"start": 2120.15, "end": 2120.41, "word": " هنا", "probability": 0.9951171875}, {"start": 2120.41, "end": 2121.75, "word": " معناته", "probability": 0.94091796875}, {"start": 2121.75, "end": 2122.41, "word": " هختار", "probability": 0.8017578125}, {"start": 2122.41, "end": 2123.13, "word": " X2", "probability": 0.658447265625}], "temperature": 1.0}, {"id": 97, "seek": 215457, "start": 2125.61, "end": 2154.57, "text": "هنختار نعمل عملية selection ل X2 في الحالة دي طيب كمان مرة اعمل generation randomly لرقم من 0 او من 0 ل 99 او من 1 ل 100 كويس؟ Randomly بشكل عشوائي طلع رقم افترض 50 او 55 مش عارف 55 ممكن تيجي هنا مع X4 معناه ذلك انه صار عندى X2 و X4 هدولة", "tokens": [3224, 1863, 46456, 9640, 8717, 25957, 1211, 6225, 42213, 10632, 9450, 5296, 1783, 17, 8978, 21542, 6027, 3660, 11778, 1829, 23032, 1829, 3555, 9122, 2304, 7649, 3714, 25720, 1975, 25957, 1211, 5125, 16979, 5296, 2288, 4587, 2304, 9154, 1958, 1975, 2407, 9154, 1958, 5296, 11803, 1975, 2407, 9154, 502, 5296, 2319, 9122, 45865, 3794, 22807, 37603, 356, 4724, 8592, 28820, 6225, 8592, 2407, 16373, 1829, 23032, 1211, 3615, 12602, 4587, 2304, 1975, 5172, 2655, 43042, 2625, 1975, 2407, 12330, 37893, 6225, 9640, 5172, 12330, 3714, 43020, 6055, 1829, 7435, 1829, 34105, 20449, 1783, 19, 20449, 8315, 3224, 29910, 23275, 16472, 3224, 20328, 9640, 43242, 7578, 1783, 17, 4032, 1783, 19, 8032, 3215, 12610, 3660], "avg_logprob": -0.16114131004913992, "compression_ratio": 1.5665236051502145, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 2125.61, "end": 2126.11, "word": "هنختار", "probability": 0.776611328125}, {"start": 2126.11, "end": 2126.35, "word": " نعمل", "probability": 0.95361328125}, {"start": 2126.35, "end": 2126.61, "word": " عملية", "probability": 0.9658203125}, {"start": 2126.61, "end": 2127.15, "word": " selection", "probability": 0.9140625}, {"start": 2127.15, "end": 2127.55, "word": " ل", "probability": 0.884765625}, {"start": 2127.55, "end": 2128.11, "word": " X2", "probability": 0.7353515625}, {"start": 2128.11, "end": 2128.37, "word": " في", "probability": 0.84228515625}, {"start": 2128.37, "end": 2128.65, "word": " الحالة", "probability": 0.904296875}, {"start": 2128.65, "end": 2128.91, "word": " دي", "probability": 0.83740234375}, {"start": 2128.91, "end": 2129.33, "word": " طيب", "probability": 0.9352213541666666}, {"start": 2129.33, "end": 2130.13, "word": " كمان", "probability": 0.8509114583333334}, {"start": 2130.13, "end": 2130.39, "word": " مرة", "probability": 0.9912109375}, {"start": 2130.39, "end": 2130.85, "word": " اعمل", "probability": 0.8955078125}, {"start": 2130.85, "end": 2131.99, "word": " generation", "probability": 0.92919921875}, {"start": 2131.99, "end": 2132.79, "word": " randomly", "probability": 0.4794921875}, {"start": 2132.79, "end": 2133.61, "word": " لرقم", "probability": 0.9873046875}, {"start": 2133.61, "end": 2133.95, "word": " من", "probability": 0.990234375}, {"start": 2133.95, "end": 2134.43, "word": " 0", "probability": 0.5888671875}, {"start": 2134.43, "end": 2134.91, "word": " او", "probability": 0.6990966796875}, {"start": 2134.91, "end": 2135.25, "word": " من", "probability": 0.931640625}, {"start": 2135.25, "end": 2135.47, "word": " 0", "probability": 0.65576171875}, {"start": 2135.47, "end": 2135.59, "word": " ل", "probability": 0.8271484375}, {"start": 2135.59, "end": 2135.99, "word": " 99", "probability": 0.69580078125}, {"start": 2135.99, "end": 2136.15, "word": " او", "probability": 0.93505859375}, {"start": 2136.15, "end": 2136.27, "word": " من", "probability": 0.93896484375}, {"start": 2136.27, "end": 2136.49, "word": " 1", "probability": 0.94677734375}, {"start": 2136.49, "end": 2136.79, "word": " ل", "probability": 0.94140625}, {"start": 2136.79, "end": 2137.75, "word": " 100", "probability": 0.53076171875}, {"start": 2137.75, "end": 2139.79, "word": " كويس؟", "probability": 0.774169921875}, {"start": 2139.79, "end": 2140.55, "word": " Randomly", "probability": 0.65087890625}, {"start": 2140.55, "end": 2141.03, "word": " بشكل", "probability": 0.8338216145833334}, {"start": 2141.03, "end": 2141.79, "word": " عشوائي", "probability": 0.97587890625}, {"start": 2141.79, "end": 2142.63, "word": " طلع", "probability": 0.9752604166666666}, {"start": 2142.63, "end": 2143.75, "word": " رقم", "probability": 0.99609375}, {"start": 2143.75, "end": 2144.37, "word": " افترض", "probability": 0.9468994140625}, {"start": 2144.37, "end": 2144.93, "word": " 50", "probability": 0.82470703125}, {"start": 2144.93, "end": 2145.99, "word": " او", "probability": 0.958740234375}, {"start": 2145.99, "end": 2146.53, "word": " 55", "probability": 0.93359375}, {"start": 2146.53, "end": 2147.79, "word": " مش", "probability": 0.935546875}, {"start": 2147.79, "end": 2147.99, "word": " عارف", "probability": 0.9964192708333334}, {"start": 2147.99, "end": 2148.35, "word": " 55", "probability": 0.84765625}, {"start": 2148.35, "end": 2148.73, "word": " ممكن", "probability": 0.874755859375}, {"start": 2148.73, "end": 2148.99, "word": " تيجي", "probability": 0.98876953125}, {"start": 2148.99, "end": 2149.23, "word": " هنا", "probability": 0.99267578125}, {"start": 2149.23, "end": 2149.81, "word": " مع", "probability": 0.9697265625}, {"start": 2149.81, "end": 2150.73, "word": " X4", "probability": 0.954833984375}, {"start": 2150.73, "end": 2151.29, "word": " معناه", "probability": 0.71826171875}, {"start": 2151.29, "end": 2151.43, "word": " ذلك", "probability": 0.98974609375}, {"start": 2151.43, "end": 2151.61, "word": " انه", "probability": 0.6875}, {"start": 2151.61, "end": 2151.73, "word": " صار", "probability": 0.6475830078125}, {"start": 2151.73, "end": 2151.93, "word": " عندى", "probability": 0.5947265625}, {"start": 2151.93, "end": 2152.53, "word": " X2", "probability": 0.9833984375}, {"start": 2152.53, "end": 2152.69, "word": " و", "probability": 0.9169921875}, {"start": 2152.69, "end": 2153.45, "word": " X4", "probability": 0.857177734375}, {"start": 2153.45, "end": 2154.57, "word": " هدولة", "probability": 0.94677734375}], "temperature": 1.0}, {"id": 98, "seek": 216704, "start": 2155.44, "end": 2167.04, "text": "اللي عملتهم عملت selection فبروح بمسكهم و بقول أنتوا إلكوا الأحقية تعملوا crossover يعني اتورثوا جيناتكوا للجيل القادم", "tokens": [6027, 20292, 6225, 42213, 2655, 16095, 6225, 42213, 2655, 9450, 6156, 26890, 2407, 5016, 4724, 2304, 3794, 4117, 16095, 4032, 4724, 39648, 14739, 2655, 14407, 11933, 23275, 14407, 16247, 5016, 4587, 10632, 6055, 25957, 1211, 14407, 33837, 37495, 22653, 1975, 2655, 13063, 12984, 14407, 10874, 1829, 8315, 2655, 4117, 14407, 24976, 7435, 26895, 25062, 18513, 2304], "avg_logprob": -0.19366776734067684, "compression_ratio": 1.4055944055944056, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2155.44, "end": 2155.72, "word": "اللي", "probability": 0.82373046875}, {"start": 2155.72, "end": 2156.36, "word": " عملتهم", "probability": 0.68572998046875}, {"start": 2156.36, "end": 2156.62, "word": " عملت", "probability": 0.68115234375}, {"start": 2156.62, "end": 2157.28, "word": " selection", "probability": 0.64599609375}, {"start": 2157.28, "end": 2158.2, "word": " فبروح", "probability": 0.869140625}, {"start": 2158.2, "end": 2158.98, "word": " بمسكهم", "probability": 0.944140625}, {"start": 2158.98, "end": 2159.28, "word": " و", "probability": 0.49951171875}, {"start": 2159.28, "end": 2159.54, "word": " بقول", "probability": 0.960693359375}, {"start": 2159.54, "end": 2159.86, "word": " أنتوا", "probability": 0.7569986979166666}, {"start": 2159.86, "end": 2160.08, "word": " إلكوا", "probability": 0.715087890625}, {"start": 2160.08, "end": 2160.7, "word": " الأحقية", "probability": 0.870849609375}, {"start": 2160.7, "end": 2161.94, "word": " تعملوا", "probability": 0.977294921875}, {"start": 2161.94, "end": 2162.7, "word": " crossover", "probability": 0.78515625}, {"start": 2162.7, "end": 2164.12, "word": " يعني", "probability": 0.830810546875}, {"start": 2164.12, "end": 2165.28, "word": " اتورثوا", "probability": 0.94716796875}, {"start": 2165.28, "end": 2165.98, "word": " جيناتكوا", "probability": 0.92626953125}, {"start": 2165.98, "end": 2166.38, "word": " للجيل", "probability": 0.92822265625}, {"start": 2166.38, "end": 2167.04, "word": " القادم", "probability": 0.9957682291666666}], "temperature": 1.0}, {"id": 99, "seek": 218981, "start": 2168.77, "end": 2189.81, "text": "تمام؟ بهذا الشكل كويس عشان نعمل الكلام هذا حاجة .. حاجة أمسك ال .. ال .. ال chromosome لكل واحد منهم و أبدله فصار في عندى اتنين chromosome جديد هدولة هيروحوا لمين؟ لل new population كويس لكن ضالوا اتنين الحقيقة صار ال chromosome في ال .. في الجيل القادم انا محتاج ستة", "tokens": [39237, 10943, 22807, 39627, 15730, 25124, 28820, 9122, 45865, 3794, 6225, 8592, 7649, 8717, 25957, 1211, 2423, 28820, 10943, 23758, 11331, 26108, 3660, 4386, 11331, 26108, 3660, 5551, 2304, 3794, 4117, 2423, 4386, 2423, 4386, 2423, 42896, 5296, 28820, 36764, 24401, 9154, 16095, 4032, 5551, 44510, 43761, 6156, 9381, 9640, 8978, 43242, 7578, 1975, 2655, 1863, 9957, 42896, 10874, 16254, 3215, 8032, 3215, 12610, 3660, 39896, 32887, 5016, 14407, 32767, 9957, 22807, 24976, 777, 4415, 9122, 45865, 3794, 44381, 48812, 6027, 14407, 1975, 2655, 1863, 9957, 21542, 38436, 28671, 20328, 9640, 2423, 42896, 8978, 2423, 4386, 8978, 25724, 26895, 25062, 18513, 2304, 1975, 8315, 3714, 33753, 26108, 8608, 2655, 3660], "avg_logprob": -0.18313625642845222, "compression_ratio": 1.763265306122449, "no_speech_prob": 1.9669532775878906e-06, "words": [{"start": 2168.77, "end": 2169.49, "word": "تمام؟", "probability": 0.59033203125}, {"start": 2169.49, "end": 2169.87, "word": " بهذا", "probability": 0.9072265625}, {"start": 2169.87, "end": 2170.23, "word": " الشكل", "probability": 0.989990234375}, {"start": 2170.23, "end": 2171.05, "word": " كويس", "probability": 0.7672526041666666}, {"start": 2171.05, "end": 2171.97, "word": " عشان", "probability": 0.9075520833333334}, {"start": 2171.97, "end": 2172.31, "word": " نعمل", "probability": 0.9169921875}, {"start": 2172.31, "end": 2172.79, "word": " الكلام", "probability": 0.8419596354166666}, {"start": 2172.79, "end": 2173.01, "word": " هذا", "probability": 0.4072265625}, {"start": 2173.01, "end": 2173.41, "word": " حاجة", "probability": 0.8544921875}, {"start": 2173.41, "end": 2173.43, "word": " ..", "probability": 0.40087890625}, {"start": 2173.43, "end": 2173.71, "word": " حاجة", "probability": 0.96240234375}, {"start": 2173.71, "end": 2174.07, "word": " أمسك", "probability": 0.881591796875}, {"start": 2174.07, "end": 2174.29, "word": " ال", "probability": 0.97021484375}, {"start": 2174.29, "end": 2174.35, "word": " ..", "probability": 0.892578125}, {"start": 2174.35, "end": 2174.71, "word": " ال", "probability": 0.955078125}, {"start": 2174.71, "end": 2174.85, "word": " ..", "probability": 0.84033203125}, {"start": 2174.85, "end": 2174.95, "word": " ال", "probability": 0.56982421875}, {"start": 2174.95, "end": 2175.27, "word": " chromosome", "probability": 0.7138671875}, {"start": 2175.27, "end": 2175.65, "word": " لكل", "probability": 0.977783203125}, {"start": 2175.65, "end": 2175.91, "word": " واحد", "probability": 0.992431640625}, {"start": 2175.91, "end": 2176.21, "word": " منهم", "probability": 0.993896484375}, {"start": 2176.21, "end": 2176.39, "word": " و", "probability": 0.87890625}, {"start": 2176.39, "end": 2176.83, "word": " أبدله", "probability": 0.72265625}, {"start": 2176.83, "end": 2177.87, "word": " فصار", "probability": 0.9386393229166666}, {"start": 2177.87, "end": 2177.99, "word": " في", "probability": 0.94287109375}, {"start": 2177.99, "end": 2178.65, "word": " عندى", "probability": 0.63720703125}, {"start": 2178.65, "end": 2178.93, "word": " اتنين", "probability": 0.93994140625}, {"start": 2178.93, "end": 2179.43, "word": " chromosome", "probability": 0.958984375}, {"start": 2179.43, "end": 2180.01, "word": " جديد", "probability": 0.73828125}, {"start": 2180.01, "end": 2180.51, "word": " هدولة", "probability": 0.8961181640625}, {"start": 2180.51, "end": 2180.91, "word": " هيروحوا", "probability": 0.9144287109375}, {"start": 2180.91, "end": 2181.59, "word": " لمين؟", "probability": 0.7584635416666666}, {"start": 2181.59, "end": 2181.75, "word": " لل", "probability": 0.65380859375}, {"start": 2181.75, "end": 2182.05, "word": " new", "probability": 0.6142578125}, {"start": 2182.05, "end": 2183.75, "word": " population", "probability": 0.96923828125}, {"start": 2183.75, "end": 2184.47, "word": " كويس", "probability": 0.9202473958333334}, {"start": 2184.47, "end": 2184.99, "word": " لكن", "probability": 0.81640625}, {"start": 2184.99, "end": 2185.41, "word": " ضالوا", "probability": 0.6946614583333334}, {"start": 2185.41, "end": 2185.83, "word": " اتنين", "probability": 0.9666748046875}, {"start": 2185.83, "end": 2186.31, "word": " الحقيقة", "probability": 0.8465169270833334}, {"start": 2186.31, "end": 2186.53, "word": " صار", "probability": 0.903564453125}, {"start": 2186.53, "end": 2186.61, "word": " ال", "probability": 0.92822265625}, {"start": 2186.61, "end": 2186.97, "word": " chromosome", "probability": 0.9873046875}, {"start": 2186.97, "end": 2187.23, "word": " في", "probability": 0.78369140625}, {"start": 2187.23, "end": 2187.43, "word": " ال", "probability": 0.71044921875}, {"start": 2187.43, "end": 2187.45, "word": " ..", "probability": 0.95556640625}, {"start": 2187.45, "end": 2187.61, "word": " في", "probability": 0.93603515625}, {"start": 2187.61, "end": 2187.95, "word": " الجيل", "probability": 0.970947265625}, {"start": 2187.95, "end": 2188.69, "word": " القادم", "probability": 0.9860026041666666}, {"start": 2188.69, "end": 2189.09, "word": " انا", "probability": 0.702392578125}, {"start": 2189.09, "end": 2189.37, "word": " محتاج", "probability": 0.9705403645833334}, {"start": 2189.37, "end": 2189.81, "word": " ستة", "probability": 0.947265625}], "temperature": 1.0}, {"id": 100, "seek": 221927, "start": 2190.41, "end": 2219.27, "text": "محتاجين ستة، قولنا إنه فيه الآن ستة، مع أن ذلك برجع بعيد كمان مرة عملتي ال selection مرة أخرى، من خلال إنه برضه نفس ال code بقوله عمللي generation لرقم، و بشوف الرقم هدا وين بيقع على ال roulette، عشان نختار، مش أختار من هيك، فعملتي ال probability بسيطة جدا، عملتي ال selection، و بنقدر نعملها من خلال ال roulette wheel selection، بالشكل اللي احنا شايفينه تماما زي ما احنا افترضناه او اشتغلنا عليه", "tokens": [2304, 33753, 26108, 9957, 8608, 2655, 3660, 12399, 12174, 12610, 8315, 36145, 3224, 8978, 3224, 6024, 48506, 8608, 2655, 3660, 12399, 20449, 14739, 29910, 23275, 4724, 47341, 3615, 45030, 25708, 9122, 2304, 7649, 3714, 25720, 6225, 42213, 31371, 2423, 9450, 3714, 25720, 5551, 34740, 7578, 12399, 9154, 16490, 1211, 6027, 36145, 3224, 4724, 43042, 3224, 8717, 36178, 2423, 3089, 4724, 39648, 3224, 6225, 42213, 20292, 5125, 5296, 2288, 4587, 2304, 12399, 4032, 4724, 8592, 38688, 34892, 4587, 2304, 8032, 28259, 4032, 9957, 4724, 1829, 4587, 3615, 15844, 2423, 18450, 36563, 12399, 6225, 8592, 7649, 8717, 46456, 9640, 12399, 37893, 5551, 46456, 9640, 9154, 39896, 4117, 12399, 6156, 25957, 1211, 31371, 2423, 8482, 4724, 3794, 1829, 9566, 3660, 10874, 28259, 12399, 6225, 42213, 31371, 2423, 9450, 12399, 4032, 44945, 28543, 2288, 8717, 25957, 1211, 11296, 9154, 16490, 1211, 6027, 2423, 18450, 36563, 5589, 9450, 12399, 20666, 8592, 28820, 13672, 1829, 1975, 5016, 8315, 13412, 995, 33911, 9957, 3224, 46811, 10943, 995, 30767, 1829, 19446, 1975, 5016, 8315, 1975, 5172, 2655, 43042, 8315, 3224, 1975, 2407, 1975, 8592, 2655, 17082, 1211, 8315, 47356], "avg_logprob": -0.16620879219128534, "compression_ratio": 1.916913946587537, "no_speech_prob": 9.775161743164062e-06, "words": [{"start": 2190.41, "end": 2190.93, "word": "محتاجين", "probability": 0.9544677734375}, {"start": 2190.93, "end": 2191.61, "word": " ستة،", "probability": 0.665985107421875}, {"start": 2191.61, "end": 2191.87, "word": " قولنا", "probability": 0.71728515625}, {"start": 2191.87, "end": 2192.03, "word": " إنه", "probability": 0.502197265625}, {"start": 2192.03, "end": 2192.19, "word": " فيه", "probability": 0.9267578125}, {"start": 2192.19, "end": 2192.33, "word": " الآن", "probability": 0.57952880859375}, {"start": 2192.33, "end": 2192.87, "word": " ستة،", "probability": 0.85357666015625}, {"start": 2192.87, "end": 2192.99, "word": " مع", "probability": 0.30078125}, {"start": 2192.99, "end": 2193.07, "word": " أن", "probability": 0.638671875}, {"start": 2193.07, "end": 2193.25, "word": " ذلك", "probability": 0.93798828125}, {"start": 2193.25, "end": 2193.55, "word": " برجع", "probability": 0.9148763020833334}, {"start": 2193.55, "end": 2193.93, "word": " بعيد", "probability": 0.808837890625}, {"start": 2193.93, "end": 2194.19, "word": " كمان", "probability": 0.9392903645833334}, {"start": 2194.19, "end": 2194.37, "word": " مرة", "probability": 0.981689453125}, {"start": 2194.37, "end": 2194.67, "word": " عملتي", "probability": 0.9280598958333334}, {"start": 2194.67, "end": 2194.79, "word": " ال", "probability": 0.89453125}, {"start": 2194.79, "end": 2195.19, "word": " selection", "probability": 0.7880859375}, {"start": 2195.19, "end": 2196.09, "word": " مرة", "probability": 0.98486328125}, {"start": 2196.09, "end": 2196.67, "word": " أخرى،", "probability": 0.84716796875}, {"start": 2196.67, "end": 2196.81, "word": " من", "probability": 0.9951171875}, {"start": 2196.81, "end": 2197.15, "word": " خلال", "probability": 0.9967447916666666}, {"start": 2197.15, "end": 2197.39, "word": " إنه", "probability": 0.753173828125}, {"start": 2197.39, "end": 2197.63, "word": " برضه", "probability": 0.94384765625}, {"start": 2197.63, "end": 2197.85, "word": " نفس", "probability": 0.996826171875}, {"start": 2197.85, "end": 2198.01, "word": " ال", "probability": 0.86181640625}, {"start": 2198.01, "end": 2198.15, "word": " code", "probability": 0.91064453125}, {"start": 2198.15, "end": 2198.45, "word": " بقوله", "probability": 0.69482421875}, {"start": 2198.45, "end": 2198.73, "word": " عمللي", "probability": 0.51611328125}, {"start": 2198.73, "end": 2199.21, "word": " generation", "probability": 0.93017578125}, {"start": 2199.21, "end": 2200.89, "word": " لرقم،", "probability": 0.90947265625}, {"start": 2200.89, "end": 2201.01, "word": " و", "probability": 0.52099609375}, {"start": 2201.01, "end": 2201.21, "word": " بشوف", "probability": 0.9571940104166666}, {"start": 2201.21, "end": 2201.45, "word": " الرقم", "probability": 0.9773763020833334}, {"start": 2201.45, "end": 2201.65, "word": " هدا", "probability": 0.452880859375}, {"start": 2201.65, "end": 2201.87, "word": " وين", "probability": 0.89501953125}, {"start": 2201.87, "end": 2202.29, "word": " بيقع", "probability": 0.97802734375}, {"start": 2202.29, "end": 2202.45, "word": " على", "probability": 0.8837890625}, {"start": 2202.45, "end": 2202.55, "word": " ال", "probability": 0.908203125}, {"start": 2202.55, "end": 2203.73, "word": " roulette،", "probability": 0.6355794270833334}, {"start": 2203.73, "end": 2204.03, "word": " عشان", "probability": 0.9755859375}, {"start": 2204.03, "end": 2204.65, "word": " نختار،", "probability": 0.8951416015625}, {"start": 2204.65, "end": 2204.81, "word": " مش", "probability": 0.97021484375}, {"start": 2204.81, "end": 2205.09, "word": " أختار", "probability": 0.8821614583333334}, {"start": 2205.09, "end": 2205.23, "word": " من", "probability": 0.9951171875}, {"start": 2205.23, "end": 2205.73, "word": " هيك،", "probability": 0.9402669270833334}, {"start": 2205.73, "end": 2206.09, "word": " فعملتي", "probability": 0.8377685546875}, {"start": 2206.09, "end": 2206.21, "word": " ال", "probability": 0.7763671875}, {"start": 2206.21, "end": 2206.49, "word": " probability", "probability": 0.9287109375}, {"start": 2206.49, "end": 2207.09, "word": " بسيطة", "probability": 0.9962890625}, {"start": 2207.09, "end": 2208.63, "word": " جدا،", "probability": 0.9235026041666666}, {"start": 2208.63, "end": 2208.85, "word": " عملتي", "probability": 0.9737955729166666}, {"start": 2208.85, "end": 2208.97, "word": " ال", "probability": 0.97998046875}, {"start": 2208.97, "end": 2209.87, "word": " selection،", "probability": 0.846435546875}, {"start": 2209.87, "end": 2210.03, "word": " و", "probability": 0.97412109375}, {"start": 2210.03, "end": 2210.79, "word": " بنقدر", "probability": 0.8986002604166666}, {"start": 2210.79, "end": 2211.17, "word": " نعملها", "probability": 0.9886474609375}, {"start": 2211.17, "end": 2211.31, "word": " من", "probability": 0.99853515625}, {"start": 2211.31, "end": 2211.71, "word": " خلال", "probability": 0.9933268229166666}, {"start": 2211.71, "end": 2211.95, "word": " ال", "probability": 0.9677734375}, {"start": 2211.95, "end": 2212.33, "word": " roulette", "probability": 0.750732421875}, {"start": 2212.33, "end": 2212.75, "word": " wheel", "probability": 0.6171875}, {"start": 2212.75, "end": 2213.93, "word": " selection،", "probability": 0.845703125}, {"start": 2213.93, "end": 2214.53, "word": " بالشكل", "probability": 0.9680989583333334}, {"start": 2214.53, "end": 2214.65, "word": " اللي", "probability": 0.97900390625}, {"start": 2214.65, "end": 2214.79, "word": " احنا", "probability": 0.795166015625}, {"start": 2214.79, "end": 2215.19, "word": " شايفينه", "probability": 0.98369140625}, {"start": 2215.19, "end": 2215.71, "word": " تماما", "probability": 0.9803059895833334}, {"start": 2215.71, "end": 2215.87, "word": " زي", "probability": 0.830810546875}, {"start": 2215.87, "end": 2215.97, "word": " ما", "probability": 0.978515625}, {"start": 2215.97, "end": 2216.29, "word": " احنا", "probability": 0.9095052083333334}, {"start": 2216.29, "end": 2217.31, "word": " افترضناه", "probability": 0.9727376302083334}, {"start": 2217.31, "end": 2217.69, "word": " او", "probability": 0.6036376953125}, {"start": 2217.69, "end": 2219.03, "word": " اشتغلنا", "probability": 0.9525553385416666}, {"start": 2219.03, "end": 2219.27, "word": " عليه", "probability": 0.9736328125}], "temperature": 1.0}, {"id": 101, "seek": 223348, "start": 2221.86, "end": 2233.48, "text": "فهيهم حطيناهم كنسب وهذا هو ال code او ال sub routine او ال function اللي المفروض هتعمل ليه عملية generation ل random value", "tokens": [5172, 3224, 1829, 16095, 11331, 9566, 1829, 8315, 16095, 9122, 1863, 35457, 37037, 15730, 31439, 2423, 3089, 1975, 2407, 2423, 1422, 9927, 1975, 2407, 2423, 2445, 13672, 1829, 9673, 5172, 32887, 11242, 8032, 2655, 25957, 1211, 32239, 3224, 6225, 42213, 10632, 5125, 5296, 4974, 2158], "avg_logprob": -0.23012907284757364, "compression_ratio": 1.335820895522388, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2221.86, "end": 2222.82, "word": "فهيهم", "probability": 0.6754150390625}, {"start": 2222.82, "end": 2223.78, "word": " حطيناهم", "probability": 0.711474609375}, {"start": 2223.78, "end": 2224.32, "word": " كنسب", "probability": 0.9104817708333334}, {"start": 2224.32, "end": 2224.96, "word": " وهذا", "probability": 0.81787109375}, {"start": 2224.96, "end": 2225.4, "word": " هو", "probability": 0.91357421875}, {"start": 2225.4, "end": 2225.82, "word": " ال", "probability": 0.87646484375}, {"start": 2225.82, "end": 2226.4, "word": " code", "probability": 0.916015625}, {"start": 2226.4, "end": 2227.08, "word": " او", "probability": 0.7279052734375}, {"start": 2227.08, "end": 2227.2, "word": " ال", "probability": 0.9189453125}, {"start": 2227.2, "end": 2227.4, "word": " sub", "probability": 0.861328125}, {"start": 2227.4, "end": 2227.9, "word": " routine", "probability": 0.74951171875}, {"start": 2227.9, "end": 2228.58, "word": " او", "probability": 0.946044921875}, {"start": 2228.58, "end": 2228.72, "word": " ال", "probability": 0.9677734375}, {"start": 2228.72, "end": 2229.24, "word": " function", "probability": 0.95166015625}, {"start": 2229.24, "end": 2229.62, "word": " اللي", "probability": 0.75537109375}, {"start": 2229.62, "end": 2229.9, "word": " المفروض", "probability": 0.8782958984375}, {"start": 2229.9, "end": 2230.52, "word": " هتعمل", "probability": 0.8568115234375}, {"start": 2230.52, "end": 2230.84, "word": " ليه", "probability": 0.635498046875}, {"start": 2230.84, "end": 2231.2, "word": " عملية", "probability": 0.8976236979166666}, {"start": 2231.2, "end": 2231.62, "word": " generation", "probability": 0.8955078125}, {"start": 2231.62, "end": 2231.86, "word": " ل", "probability": 0.79248046875}, {"start": 2231.86, "end": 2232.34, "word": " random", "probability": 0.62939453125}, {"start": 2232.34, "end": 2233.48, "word": " value", "probability": 0.98193359375}], "temperature": 1.0}, {"id": 102, "seek": 225488, "start": 2234.52, "end": 2254.88, "text": "لـ Random Value بنعمل بعد هيك عملية crossover فالـ crossover هنا بتعمل عملية المزاوجة للكرومزومات زي ما قلنا اللي تم اختيارهم اللي تم عملية اختيارهم هناخد كل أنواع اللي يمكن اللي بهمنا هنا ال .. ان هو الحصير crossover ولا cloning", "tokens": [1211, 39184, 37603, 39352, 44945, 25957, 1211, 39182, 39896, 4117, 6225, 42213, 10632, 33837, 6156, 6027, 39184, 33837, 34105, 39894, 25957, 1211, 6225, 42213, 10632, 9673, 11622, 995, 29245, 3660, 5296, 23275, 2288, 20498, 11622, 20498, 9307, 30767, 1829, 19446, 12174, 1211, 8315, 13672, 1829, 46811, 1975, 9778, 31371, 9640, 16095, 13672, 1829, 46811, 6225, 42213, 10632, 1975, 9778, 31371, 9640, 16095, 8032, 1863, 47283, 3215, 28242, 14739, 14407, 3615, 13672, 1829, 7251, 43020, 13672, 1829, 4724, 16095, 8315, 34105, 2423, 4386, 16472, 31439, 21542, 9381, 13546, 33837, 49429, 596, 16638], "avg_logprob": -0.20006793575442355, "compression_ratio": 1.7922705314009661, "no_speech_prob": 1.8477439880371094e-06, "words": [{"start": 2234.52, "end": 2234.78, "word": "لـ", "probability": 0.46533203125}, {"start": 2234.78, "end": 2234.96, "word": " Random", "probability": 0.6806640625}, {"start": 2234.96, "end": 2235.3, "word": " Value", "probability": 0.73193359375}, {"start": 2235.3, "end": 2235.94, "word": " بنعمل", "probability": 0.75732421875}, {"start": 2235.94, "end": 2236.14, "word": " بعد", "probability": 0.9228515625}, {"start": 2236.14, "end": 2236.3, "word": " هيك", "probability": 0.814453125}, {"start": 2236.3, "end": 2236.54, "word": " عملية", "probability": 0.9918619791666666}, {"start": 2236.54, "end": 2237.08, "word": " crossover", "probability": 0.25244140625}, {"start": 2237.08, "end": 2237.64, "word": " فالـ", "probability": 0.6946614583333334}, {"start": 2237.64, "end": 2237.96, "word": " crossover", "probability": 0.7666015625}, {"start": 2237.96, "end": 2238.3, "word": " هنا", "probability": 0.90478515625}, {"start": 2238.3, "end": 2238.88, "word": " بتعمل", "probability": 0.9680989583333334}, {"start": 2238.88, "end": 2239.12, "word": " عملية", "probability": 0.9918619791666666}, {"start": 2239.12, "end": 2239.9, "word": " المزاوجة", "probability": 0.98134765625}, {"start": 2239.9, "end": 2241.54, "word": " للكرومزومات", "probability": 0.7573590959821429}, {"start": 2241.54, "end": 2241.66, "word": " زي", "probability": 0.83251953125}, {"start": 2241.66, "end": 2241.72, "word": " ما", "probability": 0.96923828125}, {"start": 2241.72, "end": 2241.96, "word": " قلنا", "probability": 0.8806966145833334}, {"start": 2241.96, "end": 2242.12, "word": " اللي", "probability": 0.89501953125}, {"start": 2242.12, "end": 2242.42, "word": " تم", "probability": 0.99609375}, {"start": 2242.42, "end": 2243.28, "word": " اختيارهم", "probability": 0.9267578125}, {"start": 2243.28, "end": 2243.7, "word": " اللي", "probability": 0.8486328125}, {"start": 2243.7, "end": 2243.94, "word": " تم", "probability": 0.9912109375}, {"start": 2243.94, "end": 2244.44, "word": " عملية", "probability": 0.98974609375}, {"start": 2244.44, "end": 2245.16, "word": " اختيارهم", "probability": 0.93330078125}, {"start": 2245.16, "end": 2246.44, "word": " هناخد", "probability": 0.8707275390625}, {"start": 2246.44, "end": 2246.6, "word": " كل", "probability": 0.98486328125}, {"start": 2246.6, "end": 2247.34, "word": " أنواع", "probability": 0.9444986979166666}, {"start": 2247.34, "end": 2247.82, "word": " اللي", "probability": 0.8701171875}, {"start": 2247.82, "end": 2248.14, "word": " يمكن", "probability": 0.8994140625}, {"start": 2248.14, "end": 2248.3, "word": " اللي", "probability": 0.958984375}, {"start": 2248.3, "end": 2248.9, "word": " بهمنا", "probability": 0.8815104166666666}, {"start": 2248.9, "end": 2249.84, "word": " هنا", "probability": 0.9462890625}, {"start": 2249.84, "end": 2250.44, "word": " ال", "probability": 0.416259765625}, {"start": 2250.44, "end": 2251.96, "word": " ..", "probability": 0.63623046875}, {"start": 2251.96, "end": 2252.38, "word": " ان", "probability": 0.62646484375}, {"start": 2252.38, "end": 2252.48, "word": " هو", "probability": 0.677734375}, {"start": 2252.48, "end": 2252.96, "word": " الحصير", "probability": 0.689453125}, {"start": 2252.96, "end": 2253.48, "word": " crossover", "probability": 0.78076171875}, {"start": 2253.48, "end": 2254.28, "word": " ولا", "probability": 0.74267578125}, {"start": 2254.28, "end": 2254.88, "word": " cloning", "probability": 0.723876953125}], "temperature": 1.0}, {"id": 103, "seek": 227905, "start": 2255.95, "end": 2279.05, "text": "والا Cloning بناء على ايش؟ بناء على Probability فالان هنا بناخد اي Probability ل Probability تاعت ال crossover فبجي بمسك ال Probability تاعة ال crossover و بطبقها جداش احتمالية انه لازم اعمل crossover ل X2 و X4 اللي تم اختيارهم طيب", "tokens": [2407, 6027, 995, 2033, 16638, 44945, 16606, 15844, 1975, 1829, 8592, 22807, 44945, 16606, 15844, 8736, 2310, 6156, 6027, 7649, 34105, 44945, 47283, 3215, 1975, 1829, 8736, 2310, 5296, 8736, 2310, 6055, 995, 34268, 2423, 33837, 6156, 3555, 7435, 1829, 4724, 2304, 3794, 4117, 2423, 8736, 2310, 6055, 995, 27884, 2423, 33837, 4032, 4724, 9566, 3555, 4587, 11296, 10874, 3215, 33599, 1975, 33753, 2304, 6027, 10632, 16472, 3224, 5296, 31377, 2304, 1975, 25957, 1211, 33837, 5296, 1783, 17, 4032, 1783, 19, 13672, 1829, 46811, 1975, 9778, 31371, 9640, 16095, 23032, 1829, 3555], "avg_logprob": -0.21404569764291087, "compression_ratio": 1.7346938775510203, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 2255.95, "end": 2256.39, "word": "والا", "probability": 0.6263834635416666}, {"start": 2256.39, "end": 2256.99, "word": " Cloning", "probability": 0.5672607421875}, {"start": 2256.99, "end": 2257.77, "word": " بناء", "probability": 0.780029296875}, {"start": 2257.77, "end": 2258.09, "word": " على", "probability": 0.46875}, {"start": 2258.09, "end": 2258.97, "word": " ايش؟", "probability": 0.7540283203125}, {"start": 2258.97, "end": 2259.33, "word": " بناء", "probability": 0.9365234375}, {"start": 2259.33, "end": 2259.59, "word": " على", "probability": 0.888671875}, {"start": 2259.59, "end": 2260.31, "word": " Probability", "probability": 0.7457275390625}, {"start": 2260.31, "end": 2261.59, "word": " فالان", "probability": 0.8313802083333334}, {"start": 2261.59, "end": 2261.77, "word": " هنا", "probability": 0.9140625}, {"start": 2261.77, "end": 2262.19, "word": " بناخد", "probability": 0.9230143229166666}, {"start": 2262.19, "end": 2262.39, "word": " اي", "probability": 0.603515625}, {"start": 2262.39, "end": 2263.07, "word": " Probability", "probability": 0.90966796875}, {"start": 2263.07, "end": 2263.49, "word": " ل", "probability": 0.8037109375}, {"start": 2263.49, "end": 2264.01, "word": " Probability", "probability": 0.950439453125}, {"start": 2264.01, "end": 2264.69, "word": " تاعت", "probability": 0.6742350260416666}, {"start": 2264.69, "end": 2266.05, "word": " ال", "probability": 0.6259765625}, {"start": 2266.05, "end": 2266.53, "word": " crossover", "probability": 0.60693359375}, {"start": 2266.53, "end": 2267.29, "word": " فبجي", "probability": 0.7498779296875}, {"start": 2267.29, "end": 2267.61, "word": " بمسك", "probability": 0.939453125}, {"start": 2267.61, "end": 2267.71, "word": " ال", "probability": 0.377197265625}, {"start": 2267.71, "end": 2268.21, "word": " Probability", "probability": 0.97705078125}, {"start": 2268.21, "end": 2268.41, "word": " تاعة", "probability": 0.7716471354166666}, {"start": 2268.41, "end": 2268.53, "word": " ال", "probability": 0.822265625}, {"start": 2268.53, "end": 2268.99, "word": " crossover", "probability": 0.90283203125}, {"start": 2268.99, "end": 2269.17, "word": " و", "probability": 0.7373046875}, {"start": 2269.17, "end": 2269.75, "word": " بطبقها", "probability": 0.93359375}, {"start": 2269.75, "end": 2270.59, "word": " جداش", "probability": 0.77099609375}, {"start": 2270.59, "end": 2271.49, "word": " احتمالية", "probability": 0.98046875}, {"start": 2271.49, "end": 2271.75, "word": " انه", "probability": 0.7919921875}, {"start": 2271.75, "end": 2272.01, "word": " لازم", "probability": 0.9900716145833334}, {"start": 2272.01, "end": 2272.51, "word": " اعمل", "probability": 0.9542643229166666}, {"start": 2272.51, "end": 2274.35, "word": " crossover", "probability": 0.76611328125}, {"start": 2274.35, "end": 2274.89, "word": " ل", "probability": 0.93505859375}, {"start": 2274.89, "end": 2275.57, "word": " X2", "probability": 0.819091796875}, {"start": 2275.57, "end": 2275.77, "word": " و", "probability": 0.95361328125}, {"start": 2275.77, "end": 2276.57, "word": " X4", "probability": 0.955810546875}, {"start": 2276.57, "end": 2276.79, "word": " اللي", "probability": 0.9375}, {"start": 2276.79, "end": 2276.97, "word": " تم", "probability": 0.99365234375}, {"start": 2276.97, "end": 2277.71, "word": " اختيارهم", "probability": 0.95244140625}, {"start": 2277.71, "end": 2279.05, "word": " طيب", "probability": 0.9388020833333334}], "temperature": 1.0}, {"id": 104, "seek": 230628, "start": 2280.28, "end": 2306.28, "text": "جدش 0.7 طيب كيف بدي اطلع احتمالية هذه ب code هقوله اعملي generation برضه للواحد واحد من واحد للمية هذه او من صفر لتسعة وتسعين اذا والله الرقم اقل من سبعين معناته بدنا نعمل crossover اذا اكبر من سبعين بدناش نعمل crossover بس", "tokens": [7435, 3215, 8592, 1958, 13, 22, 23032, 1829, 3555, 9122, 33911, 4724, 16254, 1975, 9566, 1211, 3615, 1975, 33753, 2304, 6027, 10632, 29538, 4724, 3089, 8032, 39648, 3224, 1975, 25957, 20292, 5125, 4724, 43042, 3224, 24976, 14407, 24401, 36764, 24401, 9154, 36764, 24401, 5296, 19528, 10632, 29538, 1975, 2407, 9154, 20328, 5172, 2288, 5296, 2655, 3794, 27884, 34683, 3794, 3615, 9957, 1975, 15730, 16070, 43761, 34892, 4587, 2304, 1975, 4587, 1211, 9154, 8608, 3555, 3615, 9957, 20449, 8315, 47395, 47525, 8315, 8717, 25957, 1211, 33837, 1975, 15730, 1975, 4117, 26890, 9154, 8608, 3555, 3615, 9957, 47525, 8315, 8592, 8717, 25957, 1211, 33837, 4724, 3794], "avg_logprob": -0.18571428571428572, "compression_ratio": 1.740566037735849, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2280.28, "end": 2280.72, "word": "جدش", "probability": 0.5411580403645834}, {"start": 2280.72, "end": 2280.94, "word": " 0", "probability": 0.501953125}, {"start": 2280.94, "end": 2281.44, "word": ".7", "probability": 0.990478515625}, {"start": 2281.44, "end": 2282.34, "word": " طيب", "probability": 0.8914388020833334}, {"start": 2282.34, "end": 2282.54, "word": " كيف", "probability": 0.951904296875}, {"start": 2282.54, "end": 2282.7, "word": " بدي", "probability": 0.770263671875}, {"start": 2282.7, "end": 2283.04, "word": " اطلع", "probability": 0.8294677734375}, {"start": 2283.04, "end": 2283.62, "word": " احتمالية", "probability": 0.93828125}, {"start": 2283.62, "end": 2283.96, "word": " هذه", "probability": 0.76806640625}, {"start": 2283.96, "end": 2284.62, "word": " ب", "probability": 0.8994140625}, {"start": 2284.62, "end": 2285.06, "word": " code", "probability": 0.6240234375}, {"start": 2285.06, "end": 2286.22, "word": " هقوله", "probability": 0.6114095052083334}, {"start": 2286.22, "end": 2286.9, "word": " اعملي", "probability": 0.8489583333333334}, {"start": 2286.9, "end": 2287.7, "word": " generation", "probability": 0.92333984375}, {"start": 2287.7, "end": 2288.12, "word": " برضه", "probability": 0.9007161458333334}, {"start": 2288.12, "end": 2288.72, "word": " للواحد", "probability": 0.8697916666666666}, {"start": 2288.72, "end": 2289.74, "word": " واحد", "probability": 0.5965576171875}, {"start": 2289.74, "end": 2291.64, "word": " من", "probability": 0.9521484375}, {"start": 2291.64, "end": 2291.9, "word": " واحد", "probability": 0.892333984375}, {"start": 2291.9, "end": 2292.36, "word": " للمية", "probability": 0.6873372395833334}, {"start": 2292.36, "end": 2292.62, "word": " هذه", "probability": 0.6953125}, {"start": 2292.62, "end": 2292.76, "word": " او", "probability": 0.88720703125}, {"start": 2292.76, "end": 2292.94, "word": " من", "probability": 0.9765625}, {"start": 2292.94, "end": 2293.16, "word": " صفر", "probability": 0.931640625}, {"start": 2293.16, "end": 2293.46, "word": " لتسعة", "probability": 0.8216552734375}, {"start": 2293.46, "end": 2293.96, "word": " وتسعين", "probability": 0.9730224609375}, {"start": 2293.96, "end": 2294.6, "word": " اذا", "probability": 0.78173828125}, {"start": 2294.6, "end": 2294.92, "word": " والله", "probability": 0.9443359375}, {"start": 2294.92, "end": 2295.46, "word": " الرقم", "probability": 0.9856770833333334}, {"start": 2295.46, "end": 2296.22, "word": " اقل", "probability": 0.9440104166666666}, {"start": 2296.22, "end": 2296.78, "word": " من", "probability": 0.99560546875}, {"start": 2296.78, "end": 2297.54, "word": " سبعين", "probability": 0.9560546875}, {"start": 2297.54, "end": 2299.66, "word": " معناته", "probability": 0.9147135416666666}, {"start": 2299.66, "end": 2299.9, "word": " بدنا", "probability": 0.947265625}, {"start": 2299.9, "end": 2300.22, "word": " نعمل", "probability": 0.9954427083333334}, {"start": 2300.22, "end": 2300.74, "word": " crossover", "probability": 0.71240234375}, {"start": 2300.74, "end": 2302.1, "word": " اذا", "probability": 0.9169921875}, {"start": 2302.1, "end": 2302.44, "word": " اكبر", "probability": 0.9189453125}, {"start": 2302.44, "end": 2302.62, "word": " من", "probability": 0.9931640625}, {"start": 2302.62, "end": 2303.18, "word": " سبعين", "probability": 0.9737548828125}, {"start": 2303.18, "end": 2304.66, "word": " بدناش", "probability": 0.6349283854166666}, {"start": 2304.66, "end": 2304.88, "word": " نعمل", "probability": 0.9959309895833334}, {"start": 2304.88, "end": 2305.38, "word": " crossover", "probability": 0.8505859375}, {"start": 2305.38, "end": 2306.28, "word": " بس", "probability": 0.866455078125}], "temperature": 1.0}, {"id": 105, "seek": 233652, "start": 2307.22, "end": 2336.52, "text": "وإذا ماعملناش crossover صار اسمها cloning استنساخ بصير اسم العملية هنا استنساخ يعني بدنا نمسك الكروموزوم زي ما هو ونمرره للجيل اللي وراه كما هو بدون تغيير زي ما هو بدون تغيير فهذا بنسميها cloning كويس هيها بنفس القالية الآن في بعض ال algorithms بتقول بدنا نجسم من نص الكروموزوم بالظبط وفي بعضهم بيقولوا لأ أنا برضه بدي أعمل احتمالية", "tokens": [2407, 28814, 15730, 19446, 25957, 1211, 1863, 33599, 33837, 20328, 9640, 24525, 2304, 11296, 596, 16638, 44713, 1863, 3794, 47283, 4724, 9381, 13546, 24525, 2304, 18863, 42213, 10632, 34105, 44713, 1863, 3794, 47283, 37495, 22653, 47525, 8315, 8717, 2304, 3794, 4117, 33251, 2288, 20498, 2407, 11622, 20498, 30767, 1829, 19446, 31439, 4032, 1863, 29973, 2288, 3224, 24976, 7435, 26895, 13672, 1829, 4032, 23557, 3224, 9122, 15042, 31439, 47525, 11536, 6055, 17082, 1829, 13546, 30767, 1829, 19446, 31439, 47525, 11536, 6055, 17082, 1829, 13546, 6156, 3224, 15730, 44945, 38251, 1829, 11296, 596, 16638, 9122, 45865, 3794, 39896, 11296, 44945, 36178, 25062, 6027, 10632, 6024, 48506, 8978, 45030, 11242, 2423, 14642, 39894, 39648, 47525, 8315, 8717, 7435, 38251, 9154, 8717, 9381, 33251, 2288, 20498, 2407, 11622, 20498, 20666, 19913, 3555, 9566, 4032, 41185, 45030, 11242, 16095, 4724, 1829, 39648, 14407, 5296, 10721, 41850, 4724, 43042, 3224, 4724, 16254, 5551, 25957, 1211, 1975, 33753, 2304, 6027, 10632], "avg_logprob": -0.12883064496901728, "compression_ratio": 1.9792387543252594, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2307.22, "end": 2307.5, "word": "وإذا", "probability": 0.77197265625}, {"start": 2307.5, "end": 2307.94, "word": " ماعملناش", "probability": 0.82607421875}, {"start": 2307.94, "end": 2308.52, "word": " crossover", "probability": 0.61962890625}, {"start": 2308.52, "end": 2309.14, "word": " صار", "probability": 0.8271484375}, {"start": 2309.14, "end": 2309.4, "word": " اسمها", "probability": 0.9405924479166666}, {"start": 2309.4, "end": 2309.92, "word": " cloning", "probability": 0.784912109375}, {"start": 2309.92, "end": 2311.08, "word": " استنساخ", "probability": 0.8995361328125}, {"start": 2311.08, "end": 2312.22, "word": " بصير", "probability": 0.7206217447916666}, {"start": 2312.22, "end": 2312.42, "word": " اسم", "probability": 0.97802734375}, {"start": 2312.42, "end": 2312.76, "word": " العملية", "probability": 0.9710286458333334}, {"start": 2312.76, "end": 2312.92, "word": " هنا", "probability": 0.7939453125}, {"start": 2312.92, "end": 2313.64, "word": " استنساخ", "probability": 0.9757080078125}, {"start": 2313.64, "end": 2314.14, "word": " يعني", "probability": 0.90966796875}, {"start": 2314.14, "end": 2314.36, "word": " بدنا", "probability": 0.935302734375}, {"start": 2314.36, "end": 2314.76, "word": " نمسك", "probability": 0.9930419921875}, {"start": 2314.76, "end": 2315.28, "word": " الكروموزوم", "probability": 0.6895345052083334}, {"start": 2315.28, "end": 2315.58, "word": " زي", "probability": 0.98779296875}, {"start": 2315.58, "end": 2315.7, "word": " ما", "probability": 0.96142578125}, {"start": 2315.7, "end": 2316.04, "word": " هو", "probability": 0.99609375}, {"start": 2316.04, "end": 2317.32, "word": " ونمرره", "probability": 0.85205078125}, {"start": 2317.32, "end": 2317.68, "word": " للجيل", "probability": 0.8870442708333334}, {"start": 2317.68, "end": 2317.84, "word": " اللي", "probability": 0.95361328125}, {"start": 2317.84, "end": 2318.52, "word": " وراه", "probability": 0.96630859375}, {"start": 2318.52, "end": 2318.76, "word": " كما", "probability": 0.884521484375}, {"start": 2318.76, "end": 2318.9, "word": " هو", "probability": 0.99560546875}, {"start": 2318.9, "end": 2319.12, "word": " بدون", "probability": 0.97998046875}, {"start": 2319.12, "end": 2319.58, "word": " تغيير", "probability": 0.9580078125}, {"start": 2319.58, "end": 2320.38, "word": " زي", "probability": 0.7822265625}, {"start": 2320.38, "end": 2320.48, "word": " ما", "probability": 0.97802734375}, {"start": 2320.48, "end": 2320.62, "word": " هو", "probability": 0.994140625}, {"start": 2320.62, "end": 2320.98, "word": " بدون", "probability": 0.994384765625}, {"start": 2320.98, "end": 2321.7, "word": " تغيير", "probability": 0.98876953125}, {"start": 2321.7, "end": 2321.96, "word": " فهذا", "probability": 0.674560546875}, {"start": 2321.96, "end": 2322.52, "word": " بنسميها", "probability": 0.9300537109375}, {"start": 2322.52, "end": 2323.34, "word": " cloning", "probability": 0.872314453125}, {"start": 2323.34, "end": 2324.26, "word": " كويس", "probability": 0.8740234375}, {"start": 2324.26, "end": 2325.3, "word": " هيها", "probability": 0.708984375}, {"start": 2325.3, "end": 2325.62, "word": " بنفس", "probability": 0.96142578125}, {"start": 2325.62, "end": 2326.08, "word": " القالية", "probability": 0.8614908854166666}, {"start": 2326.08, "end": 2326.56, "word": " الآن", "probability": 0.6905517578125}, {"start": 2326.56, "end": 2327.14, "word": " في", "probability": 0.9072265625}, {"start": 2327.14, "end": 2327.48, "word": " بعض", "probability": 0.992919921875}, {"start": 2327.48, "end": 2327.64, "word": " ال", "probability": 0.96923828125}, {"start": 2327.64, "end": 2328.22, "word": " algorithms", "probability": 0.88671875}, {"start": 2328.22, "end": 2329.98, "word": " بتقول", "probability": 0.9755859375}, {"start": 2329.98, "end": 2330.44, "word": " بدنا", "probability": 0.92822265625}, {"start": 2330.44, "end": 2330.9, "word": " نجسم", "probability": 0.98095703125}, {"start": 2330.9, "end": 2331.28, "word": " من", "probability": 0.99560546875}, {"start": 2331.28, "end": 2331.5, "word": " نص", "probability": 0.97802734375}, {"start": 2331.5, "end": 2332.02, "word": " الكروموزوم", "probability": 0.90966796875}, {"start": 2332.02, "end": 2332.56, "word": " بالظبط", "probability": 0.9913330078125}, {"start": 2332.56, "end": 2332.94, "word": " وفي", "probability": 0.787109375}, {"start": 2332.94, "end": 2333.18, "word": " بعضهم", "probability": 0.9503580729166666}, {"start": 2333.18, "end": 2333.48, "word": " بيقولوا", "probability": 0.9530029296875}, {"start": 2333.48, "end": 2333.76, "word": " لأ", "probability": 0.978759765625}, {"start": 2333.76, "end": 2334.34, "word": " أنا", "probability": 0.6044921875}, {"start": 2334.34, "end": 2334.64, "word": " برضه", "probability": 0.9856770833333334}, {"start": 2334.64, "end": 2334.88, "word": " بدي", "probability": 0.788818359375}, {"start": 2334.88, "end": 2335.34, "word": " أعمل", "probability": 0.8819986979166666}, {"start": 2335.34, "end": 2336.52, "word": " احتمالية", "probability": 0.96220703125}], "temperature": 1.0}, {"id": 106, "seek": 236429, "start": 2337.17, "end": 2364.29, "text": "من وين أكسن بالظبط فإذا كان ال code تبعنا كان بهذا الشكل فعليا ال code عبارة عن أربعة معنى ذلك أنه في عنده واحد اتنين تلاتة واحد اتنين تلاتة check ممكن نعمل برضه algorithm اختارلي واحد اتنين تلاتة randomly اختار واحد من التلاتة أرقام خل ال code هو اللي عشوائيا يطلعلكيا عشوائيا", "tokens": [27842, 4032, 9957, 5551, 4117, 3794, 1863, 20666, 19913, 3555, 9566, 6156, 28814, 15730, 25961, 2423, 3089, 6055, 3555, 3615, 8315, 25961, 39627, 15730, 25124, 28820, 6156, 3615, 20292, 995, 2423, 3089, 6225, 3555, 9640, 3660, 18871, 5551, 25513, 27884, 20449, 1863, 7578, 29910, 23275, 14739, 3224, 8978, 43242, 3224, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 1520, 3714, 43020, 8717, 25957, 1211, 4724, 43042, 3224, 9284, 1975, 46456, 9640, 20292, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 16979, 1975, 46456, 9640, 36764, 24401, 9154, 16712, 1211, 9307, 3660, 5551, 2288, 4587, 10943, 16490, 1211, 2423, 3089, 31439, 13672, 1829, 6225, 8592, 2407, 16373, 25528, 7251, 9566, 1211, 3615, 23275, 25528, 6225, 8592, 2407, 16373, 25528], "avg_logprob": -0.17128760070729077, "compression_ratio": 1.978902953586498, "no_speech_prob": 1.1920928955078125e-06, "words": [{"start": 2337.17, "end": 2337.49, "word": "من", "probability": 0.8876953125}, {"start": 2337.49, "end": 2337.69, "word": " وين", "probability": 0.722412109375}, {"start": 2337.69, "end": 2338.03, "word": " أكسن", "probability": 0.60870361328125}, {"start": 2338.03, "end": 2338.51, "word": " بالظبط", "probability": 0.9779052734375}, {"start": 2338.51, "end": 2339.07, "word": " فإذا", "probability": 0.8837890625}, {"start": 2339.07, "end": 2339.35, "word": " كان", "probability": 0.95947265625}, {"start": 2339.35, "end": 2339.47, "word": " ال", "probability": 0.91259765625}, {"start": 2339.47, "end": 2340.51, "word": " code", "probability": 0.81396484375}, {"start": 2340.51, "end": 2340.99, "word": " تبعنا", "probability": 0.8660888671875}, {"start": 2340.99, "end": 2341.21, "word": " كان", "probability": 0.904296875}, {"start": 2341.21, "end": 2341.55, "word": " بهذا", "probability": 0.977294921875}, {"start": 2341.55, "end": 2342.03, "word": " الشكل", "probability": 0.9931640625}, {"start": 2342.03, "end": 2343.11, "word": " فعليا", "probability": 0.7784423828125}, {"start": 2343.11, "end": 2343.27, "word": " ال", "probability": 0.83642578125}, {"start": 2343.27, "end": 2344.55, "word": " code", "probability": 0.978515625}, {"start": 2344.55, "end": 2345.13, "word": " عبارة", "probability": 0.913818359375}, {"start": 2345.13, "end": 2345.27, "word": " عن", "probability": 0.9921875}, {"start": 2345.27, "end": 2345.73, "word": " أربعة", "probability": 0.8642578125}, {"start": 2345.73, "end": 2346.31, "word": " معنى", "probability": 0.73876953125}, {"start": 2346.31, "end": 2346.53, "word": " ذلك", "probability": 0.986083984375}, {"start": 2346.53, "end": 2346.73, "word": " أنه", "probability": 0.562255859375}, {"start": 2346.73, "end": 2346.81, "word": " في", "probability": 0.81396484375}, {"start": 2346.81, "end": 2347.27, "word": " عنده", "probability": 0.5718994140625}, {"start": 2347.27, "end": 2348.19, "word": " واحد", "probability": 0.7197265625}, {"start": 2348.19, "end": 2348.81, "word": " اتنين", "probability": 0.9393310546875}, {"start": 2348.81, "end": 2349.63, "word": " تلاتة", "probability": 0.954833984375}, {"start": 2349.63, "end": 2350.89, "word": " واحد", "probability": 0.862548828125}, {"start": 2350.89, "end": 2351.11, "word": " اتنين", "probability": 0.967041015625}, {"start": 2351.11, "end": 2351.71, "word": " تلاتة", "probability": 0.98974609375}, {"start": 2351.71, "end": 2352.35, "word": " check", "probability": 0.139404296875}, {"start": 2352.35, "end": 2353.57, "word": " ممكن", "probability": 0.9296875}, {"start": 2353.57, "end": 2353.93, "word": " نعمل", "probability": 0.99365234375}, {"start": 2353.93, "end": 2354.27, "word": " برضه", "probability": 0.94091796875}, {"start": 2354.27, "end": 2354.99, "word": " algorithm", "probability": 0.9248046875}, {"start": 2354.99, "end": 2355.99, "word": " اختارلي", "probability": 0.865478515625}, {"start": 2355.99, "end": 2356.65, "word": " واحد", "probability": 0.9091796875}, {"start": 2356.65, "end": 2356.87, "word": " اتنين", "probability": 0.981201171875}, {"start": 2356.87, "end": 2358.09, "word": " تلاتة", "probability": 0.9913330078125}, {"start": 2358.09, "end": 2358.95, "word": " randomly", "probability": 0.415283203125}, {"start": 2358.95, "end": 2359.37, "word": " اختار", "probability": 0.9680989583333334}, {"start": 2359.37, "end": 2359.57, "word": " واحد", "probability": 0.978271484375}, {"start": 2359.57, "end": 2359.71, "word": " من", "probability": 0.9951171875}, {"start": 2359.71, "end": 2360.01, "word": " التلاتة", "probability": 0.81787109375}, {"start": 2360.01, "end": 2360.37, "word": " أرقام", "probability": 0.9566650390625}, {"start": 2360.37, "end": 2361.69, "word": " خل", "probability": 0.836669921875}, {"start": 2361.69, "end": 2361.79, "word": " ال", "probability": 0.306884765625}, {"start": 2361.79, "end": 2361.95, "word": " code", "probability": 0.978515625}, {"start": 2361.95, "end": 2362.09, "word": " هو", "probability": 0.89111328125}, {"start": 2362.09, "end": 2362.25, "word": " اللي", "probability": 0.775634765625}, {"start": 2362.25, "end": 2362.73, "word": " عشوائيا", "probability": 0.92724609375}, {"start": 2362.73, "end": 2363.39, "word": " يطلعلكيا", "probability": 0.7485758463541666}, {"start": 2363.39, "end": 2364.29, "word": " عشوائيا", "probability": 0.9767578125}], "temperature": 1.0}, {"id": 107, "seek": 238055, "start": 2365.15, "end": 2380.55, "text": "بطلّي علاقية فممكن تعمله ال 100 بس بدك طبعا تعمل عملية تحويل من الرقم اللي بيطلع من 100 لأرقام صحيحة وبعدين تقسم بحيث ان ال ratio بتاعة 100 تروح لل 3", "tokens": [3555, 9566, 1211, 11703, 1829, 11203, 995, 4587, 10632, 6156, 2304, 43020, 6055, 25957, 43761, 2423, 2319, 4724, 3794, 47525, 4117, 23032, 3555, 3615, 995, 6055, 25957, 1211, 6225, 42213, 10632, 6055, 5016, 2407, 26895, 9154, 34892, 4587, 2304, 13672, 1829, 4724, 1829, 9566, 1211, 3615, 9154, 2319, 5296, 10721, 2288, 4587, 10943, 20328, 5016, 1829, 5016, 3660, 46599, 22488, 9957, 6055, 4587, 38251, 4724, 5016, 1829, 12984, 16472, 2423, 8509, 39894, 995, 27884, 2319, 6055, 32887, 5016, 24976, 805], "avg_logprob": -0.18962191946712542, "compression_ratio": 1.5240963855421688, "no_speech_prob": 5.304813385009766e-06, "words": [{"start": 2365.15, "end": 2365.55, "word": "بطلّي", "probability": 0.6417236328125}, {"start": 2365.55, "end": 2365.97, "word": " علاقية", "probability": 0.72308349609375}, {"start": 2365.97, "end": 2367.47, "word": " فممكن", "probability": 0.8190104166666666}, {"start": 2367.47, "end": 2367.87, "word": " تعمله", "probability": 0.88916015625}, {"start": 2367.87, "end": 2368.05, "word": " ال", "probability": 0.4833984375}, {"start": 2368.05, "end": 2368.31, "word": " 100", "probability": 0.7490234375}, {"start": 2368.31, "end": 2369.15, "word": " بس", "probability": 0.841796875}, {"start": 2369.15, "end": 2369.43, "word": " بدك", "probability": 0.7529296875}, {"start": 2369.43, "end": 2369.95, "word": " طبعا", "probability": 0.89208984375}, {"start": 2369.95, "end": 2370.23, "word": " تعمل", "probability": 0.9757486979166666}, {"start": 2370.23, "end": 2370.61, "word": " عملية", "probability": 0.9762369791666666}, {"start": 2370.61, "end": 2371.37, "word": " تحويل", "probability": 0.977294921875}, {"start": 2371.37, "end": 2371.77, "word": " من", "probability": 0.97998046875}, {"start": 2371.77, "end": 2372.11, "word": " الرقم", "probability": 0.9832356770833334}, {"start": 2372.11, "end": 2372.19, "word": " اللي", "probability": 0.90966796875}, {"start": 2372.19, "end": 2372.45, "word": " بيطلع", "probability": 0.802685546875}, {"start": 2372.45, "end": 2372.57, "word": " من", "probability": 0.98828125}, {"start": 2372.57, "end": 2372.85, "word": " 100", "probability": 0.7841796875}, {"start": 2372.85, "end": 2373.69, "word": " لأرقام", "probability": 0.9603515625}, {"start": 2373.69, "end": 2375.81, "word": " صحيحة", "probability": 0.9869140625}, {"start": 2375.81, "end": 2376.31, "word": " وبعدين", "probability": 0.7991536458333334}, {"start": 2376.31, "end": 2376.79, "word": " تقسم", "probability": 0.978515625}, {"start": 2376.79, "end": 2377.15, "word": " بحيث", "probability": 0.9490966796875}, {"start": 2377.15, "end": 2377.29, "word": " ان", "probability": 0.70458984375}, {"start": 2377.29, "end": 2377.77, "word": " ال", "probability": 0.59423828125}, {"start": 2377.77, "end": 2378.83, "word": " ratio", "probability": 0.98583984375}, {"start": 2378.83, "end": 2378.99, "word": " بتاعة", "probability": 0.60400390625}, {"start": 2378.99, "end": 2379.23, "word": " 100", "probability": 0.7939453125}, {"start": 2379.23, "end": 2380.21, "word": " تروح", "probability": 0.9469401041666666}, {"start": 2380.21, "end": 2380.35, "word": " لل", "probability": 0.91455078125}, {"start": 2380.35, "end": 2380.55, "word": " 3", "probability": 0.7158203125}], "temperature": 1.0}, {"id": 108, "seek": 239594, "start": 2381.46, "end": 2395.94, "text": "تروح لتلاتة زي مثلا من صفر لتسعة وتسعين تسعة وتسعين تقسم على تلاتة تقسم على تلاتة وتلاتين فتطلع واحد من الأرقام أو between them وبعدين تعمل كأنه threshold إذا مش حابب تعمل code آخر طبعا المهندسين الحاسوب فاهميني", "tokens": [2655, 32887, 5016, 5296, 2655, 1211, 9307, 3660, 30767, 1829, 50113, 15040, 9154, 20328, 5172, 2288, 5296, 2655, 3794, 27884, 34683, 3794, 3615, 9957, 6055, 3794, 27884, 34683, 3794, 3615, 9957, 6055, 4587, 38251, 15844, 6055, 1211, 9307, 3660, 6055, 4587, 38251, 15844, 6055, 1211, 9307, 3660, 34683, 1211, 9307, 9957, 6156, 2655, 9566, 1211, 3615, 36764, 24401, 9154, 16247, 2288, 4587, 10943, 34051, 1296, 552, 46599, 22488, 9957, 6055, 25957, 1211, 9122, 33456, 3224, 14678, 11933, 15730, 37893, 11331, 16758, 3555, 6055, 25957, 1211, 3089, 19753, 34740, 23032, 3555, 3615, 995, 9673, 3224, 41260, 3794, 9957, 21542, 32277, 37746, 6156, 995, 16095, 9957, 1829], "avg_logprob": -0.1608195760340061, "compression_ratio": 1.805, "no_speech_prob": 9.059906005859375e-06, "words": [{"start": 2381.46, "end": 2381.8, "word": "تروح", "probability": 0.6991373697916666}, {"start": 2381.8, "end": 2382.34, "word": " لتلاتة", "probability": 0.8302734375}, {"start": 2382.34, "end": 2382.86, "word": " زي", "probability": 0.6116943359375}, {"start": 2382.86, "end": 2383.1, "word": " مثلا", "probability": 0.94873046875}, {"start": 2383.1, "end": 2383.28, "word": " من", "probability": 0.9404296875}, {"start": 2383.28, "end": 2383.5, "word": " صفر", "probability": 0.89404296875}, {"start": 2383.5, "end": 2383.74, "word": " لتسعة", "probability": 0.78082275390625}, {"start": 2383.74, "end": 2384.04, "word": " وتسعين", "probability": 0.919677734375}, {"start": 2384.04, "end": 2384.32, "word": " تسعة", "probability": 0.6907552083333334}, {"start": 2384.32, "end": 2384.6, "word": " وتسعين", "probability": 0.9593505859375}, {"start": 2384.6, "end": 2384.9, "word": " تقسم", "probability": 0.8206380208333334}, {"start": 2384.9, "end": 2385.0, "word": " على", "probability": 0.65625}, {"start": 2385.0, "end": 2385.46, "word": " تلاتة", "probability": 0.9832763671875}, {"start": 2385.46, "end": 2386.12, "word": " تقسم", "probability": 0.83349609375}, {"start": 2386.12, "end": 2386.24, "word": " على", "probability": 0.85888671875}, {"start": 2386.24, "end": 2386.48, "word": " تلاتة", "probability": 0.9752197265625}, {"start": 2386.48, "end": 2386.92, "word": " وتلاتين", "probability": 0.8902587890625}, {"start": 2386.92, "end": 2387.7, "word": " فتطلع", "probability": 0.9095703125}, {"start": 2387.7, "end": 2388.04, "word": " واحد", "probability": 0.97119140625}, {"start": 2388.04, "end": 2388.16, "word": " من", "probability": 0.99560546875}, {"start": 2388.16, "end": 2388.56, "word": " الأرقام", "probability": 0.9775390625}, {"start": 2388.56, "end": 2388.72, "word": " أو", "probability": 0.469482421875}, {"start": 2388.72, "end": 2389.04, "word": " between", "probability": 0.9287109375}, {"start": 2389.04, "end": 2389.34, "word": " them", "probability": 0.92236328125}, {"start": 2389.34, "end": 2389.88, "word": " وبعدين", "probability": 0.7986653645833334}, {"start": 2389.88, "end": 2390.18, "word": " تعمل", "probability": 0.9593098958333334}, {"start": 2390.18, "end": 2390.46, "word": " كأنه", "probability": 0.9539388020833334}, {"start": 2390.46, "end": 2390.76, "word": " threshold", "probability": 0.421630859375}, {"start": 2390.76, "end": 2391.4, "word": " إذا", "probability": 0.81787109375}, {"start": 2391.4, "end": 2391.58, "word": " مش", "probability": 0.97607421875}, {"start": 2391.58, "end": 2392.12, "word": " حابب", "probability": 0.9900716145833334}, {"start": 2392.12, "end": 2392.92, "word": " تعمل", "probability": 0.9454752604166666}, {"start": 2392.92, "end": 2393.38, "word": " code", "probability": 0.93359375}, {"start": 2393.38, "end": 2393.84, "word": " آخر", "probability": 0.786376953125}, {"start": 2393.84, "end": 2394.14, "word": " طبعا", "probability": 0.958984375}, {"start": 2394.14, "end": 2394.72, "word": " المهندسين", "probability": 0.90078125}, {"start": 2394.72, "end": 2395.36, "word": " الحاسوب", "probability": 0.721435546875}, {"start": 2395.36, "end": 2395.94, "word": " فاهميني", "probability": 0.90380859375}], "temperature": 1.0}, {"id": 109, "seek": 241711, "start": 2396.57, "end": 2417.11, "text": "إذا بدكاش تقدر تعمل code آخر غير ال .. ال code اللي انت خلاص معتمده ك sub routine بس فتقدر تطوح حتى نتاج تحت ال sub routine تبعك تقدر تطوحها بدكاش خلاص فش مشكلة اعمل sub routine تاني او function تانية تعملك generation لرقم يا واحد يا اتنين يا تلاتة إذا طلع واحد معناته بدنا نعمل crossover هنا", "tokens": [28814, 15730, 47525, 4117, 33599, 6055, 28543, 2288, 6055, 25957, 1211, 3089, 19753, 34740, 32771, 13546, 2423, 4386, 2423, 3089, 13672, 1829, 16472, 2655, 16490, 1211, 33546, 20449, 39237, 3215, 3224, 9122, 1422, 9927, 4724, 3794, 6156, 2655, 28543, 2288, 6055, 9566, 2407, 5016, 11331, 49975, 8717, 2655, 26108, 6055, 33753, 2423, 1422, 9927, 6055, 3555, 3615, 4117, 6055, 28543, 2288, 6055, 9566, 2407, 5016, 11296, 47525, 4117, 33599, 16490, 1211, 33546, 6156, 8592, 37893, 28820, 3660, 1975, 25957, 1211, 1422, 9927, 6055, 7649, 1829, 1975, 2407, 2445, 6055, 7649, 10632, 6055, 25957, 23275, 5125, 5296, 2288, 4587, 2304, 35186, 36764, 24401, 35186, 1975, 2655, 1863, 9957, 35186, 6055, 1211, 9307, 3660, 11933, 15730, 23032, 1211, 3615, 36764, 24401, 20449, 8315, 47395, 47525, 8315, 8717, 25957, 1211, 33837, 34105], "avg_logprob": -0.17728365705563473, "compression_ratio": 1.8181818181818181, "no_speech_prob": 0.0, "words": [{"start": 2396.57, "end": 2396.81, "word": "إذا", "probability": 0.7017822265625}, {"start": 2396.81, "end": 2397.11, "word": " بدكاش", "probability": 0.6658121744791666}, {"start": 2397.11, "end": 2397.47, "word": " تقدر", "probability": 0.87939453125}, {"start": 2397.47, "end": 2398.11, "word": " تعمل", "probability": 0.98779296875}, {"start": 2398.11, "end": 2398.39, "word": " code", "probability": 0.7412109375}, {"start": 2398.39, "end": 2398.77, "word": " آخر", "probability": 0.7152099609375}, {"start": 2398.77, "end": 2399.09, "word": " غير", "probability": 0.93115234375}, {"start": 2399.09, "end": 2399.31, "word": " ال", "probability": 0.89013671875}, {"start": 2399.31, "end": 2399.55, "word": " ..", "probability": 0.226806640625}, {"start": 2399.55, "end": 2400.29, "word": " ال", "probability": 0.8193359375}, {"start": 2400.29, "end": 2400.47, "word": " code", "probability": 0.958984375}, {"start": 2400.47, "end": 2400.59, "word": " اللي", "probability": 0.93798828125}, {"start": 2400.59, "end": 2400.79, "word": " انت", "probability": 0.81396484375}, {"start": 2400.79, "end": 2401.11, "word": " خلاص", "probability": 0.97998046875}, {"start": 2401.11, "end": 2401.77, "word": " معتمده", "probability": 0.883544921875}, {"start": 2401.77, "end": 2401.99, "word": " ك", "probability": 0.96142578125}, {"start": 2401.99, "end": 2402.13, "word": " sub", "probability": 0.6953125}, {"start": 2402.13, "end": 2402.39, "word": " routine", "probability": 0.498046875}, {"start": 2402.39, "end": 2402.73, "word": " بس", "probability": 0.914794921875}, {"start": 2402.73, "end": 2403.79, "word": " فتقدر", "probability": 0.916015625}, {"start": 2403.79, "end": 2404.25, "word": " تطوح", "probability": 0.7589111328125}, {"start": 2404.25, "end": 2404.57, "word": " حتى", "probability": 0.94091796875}, {"start": 2404.57, "end": 2404.95, "word": " نتاج", "probability": 0.7347005208333334}, {"start": 2404.95, "end": 2405.13, "word": " تحت", "probability": 0.6661376953125}, {"start": 2405.13, "end": 2405.27, "word": " ال", "probability": 0.86669921875}, {"start": 2405.27, "end": 2405.41, "word": " sub", "probability": 0.962890625}, {"start": 2405.41, "end": 2405.65, "word": " routine", "probability": 0.9736328125}, {"start": 2405.65, "end": 2405.99, "word": " تبعك", "probability": 0.9466552734375}, {"start": 2405.99, "end": 2406.29, "word": " تقدر", "probability": 0.7532552083333334}, {"start": 2406.29, "end": 2406.83, "word": " تطوحها", "probability": 0.98037109375}, {"start": 2406.83, "end": 2407.41, "word": " بدكاش", "probability": 0.803955078125}, {"start": 2407.41, "end": 2407.69, "word": " خلاص", "probability": 0.9864908854166666}, {"start": 2407.69, "end": 2407.85, "word": " فش", "probability": 0.37744140625}, {"start": 2407.85, "end": 2408.25, "word": " مشكلة", "probability": 0.9845377604166666}, {"start": 2408.25, "end": 2408.63, "word": " اعمل", "probability": 0.9453125}, {"start": 2408.63, "end": 2408.79, "word": " sub", "probability": 0.9765625}, {"start": 2408.79, "end": 2409.05, "word": " routine", "probability": 0.9814453125}, {"start": 2409.05, "end": 2409.31, "word": " تاني", "probability": 0.8502604166666666}, {"start": 2409.31, "end": 2409.51, "word": " او", "probability": 0.831298828125}, {"start": 2409.51, "end": 2410.17, "word": " function", "probability": 0.91064453125}, {"start": 2410.17, "end": 2410.63, "word": " تانية", "probability": 0.9695638020833334}, {"start": 2410.63, "end": 2411.25, "word": " تعملك", "probability": 0.8466796875}, {"start": 2411.25, "end": 2411.73, "word": " generation", "probability": 0.9267578125}, {"start": 2411.73, "end": 2412.45, "word": " لرقم", "probability": 0.9813232421875}, {"start": 2412.45, "end": 2412.57, "word": " يا", "probability": 0.45458984375}, {"start": 2412.57, "end": 2412.79, "word": " واحد", "probability": 0.927734375}, {"start": 2412.79, "end": 2412.93, "word": " يا", "probability": 0.89990234375}, {"start": 2412.93, "end": 2413.09, "word": " اتنين", "probability": 0.9029541015625}, {"start": 2413.09, "end": 2413.19, "word": " يا", "probability": 0.76513671875}, {"start": 2413.19, "end": 2413.55, "word": " تلاتة", "probability": 0.9229736328125}, {"start": 2413.55, "end": 2413.87, "word": " إذا", "probability": 0.812744140625}, {"start": 2413.87, "end": 2414.15, "word": " طلع", "probability": 0.97607421875}, {"start": 2414.15, "end": 2414.67, "word": " واحد", "probability": 0.988037109375}, {"start": 2414.67, "end": 2415.19, "word": " معناته", "probability": 0.9345703125}, {"start": 2415.19, "end": 2415.41, "word": " بدنا", "probability": 0.86669921875}, {"start": 2415.41, "end": 2415.83, "word": " نعمل", "probability": 0.9962565104166666}, {"start": 2415.83, "end": 2416.47, "word": " crossover", "probability": 0.55712890625}, {"start": 2416.47, "end": 2417.11, "word": " هنا", "probability": 0.99365234375}], "temperature": 1.0}, {"id": 110, "seek": 243984, "start": 2419.48, "end": 2439.84, "text": "فالاتنين اللي عندي هدول بدي أجسم بهذا الشكل أجسمهم من هنا أخد هذه مكان هذه وهذه مكان هذه وخلاص صار chromosomes جديدة لكن لو اطلع الرقم اتنين لأ بدنا نجسم بعد البت التانية رقم تلتة بدي أجسم بعد البت التالتة and so on وابدل", "tokens": [5172, 6027, 9307, 1863, 9957, 13672, 1829, 18871, 16254, 8032, 3215, 12610, 4724, 16254, 5551, 7435, 38251, 39627, 15730, 25124, 28820, 5551, 7435, 38251, 16095, 9154, 34105, 5551, 9778, 3215, 29538, 3714, 41361, 29538, 37037, 24192, 3714, 41361, 29538, 4032, 9778, 1211, 33546, 20328, 9640, 45228, 10874, 16254, 41891, 44381, 45164, 1975, 9566, 1211, 3615, 34892, 4587, 2304, 1975, 2655, 1863, 9957, 5296, 10721, 47525, 8315, 8717, 7435, 38251, 39182, 29739, 2655, 16712, 7649, 10632, 12602, 4587, 2304, 6055, 1211, 2655, 3660, 4724, 16254, 5551, 7435, 38251, 39182, 29739, 2655, 16712, 6027, 2655, 3660, 293, 370, 322, 4032, 16758, 3215, 1211], "avg_logprob": -0.20067401697822645, "compression_ratio": 1.905, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2419.4799999999996, "end": 2420.24, "word": "فالاتنين", "probability": 0.84033203125}, {"start": 2420.24, "end": 2420.38, "word": " اللي", "probability": 0.87451171875}, {"start": 2420.38, "end": 2420.7, "word": " عندي", "probability": 0.730224609375}, {"start": 2420.7, "end": 2421.08, "word": " هدول", "probability": 0.9658203125}, {"start": 2421.08, "end": 2421.78, "word": " بدي", "probability": 0.716064453125}, {"start": 2421.78, "end": 2422.36, "word": " أجسم", "probability": 0.8548177083333334}, {"start": 2422.36, "end": 2423.02, "word": " بهذا", "probability": 0.874755859375}, {"start": 2423.02, "end": 2423.38, "word": " الشكل", "probability": 0.98974609375}, {"start": 2423.38, "end": 2424.56, "word": " أجسمهم", "probability": 0.70843505859375}, {"start": 2424.56, "end": 2424.7, "word": " من", "probability": 0.97998046875}, {"start": 2424.7, "end": 2424.88, "word": " هنا", "probability": 0.9921875}, {"start": 2424.88, "end": 2425.88, "word": " أخد", "probability": 0.8665364583333334}, {"start": 2425.88, "end": 2426.26, "word": " هذه", "probability": 0.6318359375}, {"start": 2426.26, "end": 2427.0, "word": " مكان", "probability": 0.977783203125}, {"start": 2427.0, "end": 2427.38, "word": " هذه", "probability": 0.69580078125}, {"start": 2427.38, "end": 2427.9, "word": " وهذه", "probability": 0.675048828125}, {"start": 2427.9, "end": 2428.16, "word": " مكان", "probability": 0.99072265625}, {"start": 2428.16, "end": 2428.5, "word": " هذه", "probability": 0.884765625}, {"start": 2428.5, "end": 2428.92, "word": " وخلاص", "probability": 0.9224853515625}, {"start": 2428.92, "end": 2429.1, "word": " صار", "probability": 0.9228515625}, {"start": 2429.1, "end": 2429.56, "word": " chromosomes", "probability": 0.236328125}, {"start": 2429.56, "end": 2430.68, "word": " جديدة", "probability": 0.9412434895833334}, {"start": 2430.68, "end": 2431.88, "word": " لكن", "probability": 0.85595703125}, {"start": 2431.88, "end": 2432.08, "word": " لو", "probability": 0.9345703125}, {"start": 2432.08, "end": 2432.64, "word": " اطلع", "probability": 0.7833251953125}, {"start": 2432.64, "end": 2432.96, "word": " الرقم", "probability": 0.9407552083333334}, {"start": 2432.96, "end": 2433.46, "word": " اتنين", "probability": 0.8914794921875}, {"start": 2433.46, "end": 2434.3, "word": " لأ", "probability": 0.948974609375}, {"start": 2434.3, "end": 2434.5, "word": " بدنا", "probability": 0.84912109375}, {"start": 2434.5, "end": 2434.92, "word": " نجسم", "probability": 0.97998046875}, {"start": 2434.92, "end": 2435.72, "word": " بعد", "probability": 0.94189453125}, {"start": 2435.72, "end": 2436.06, "word": " البت", "probability": 0.6663818359375}, {"start": 2436.06, "end": 2436.58, "word": " التانية", "probability": 0.93115234375}, {"start": 2436.58, "end": 2437.18, "word": " رقم", "probability": 0.8870442708333334}, {"start": 2437.18, "end": 2437.5, "word": " تلتة", "probability": 0.8817138671875}, {"start": 2437.5, "end": 2437.6, "word": " بدي", "probability": 0.49871826171875}, {"start": 2437.6, "end": 2437.82, "word": " أجسم", "probability": 0.828125}, {"start": 2437.82, "end": 2437.98, "word": " بعد", "probability": 0.9111328125}, {"start": 2437.98, "end": 2438.26, "word": " البت", "probability": 0.9091796875}, {"start": 2438.26, "end": 2438.72, "word": " التالتة", "probability": 0.9500732421875}, {"start": 2438.72, "end": 2438.86, "word": " and", "probability": 0.33447265625}, {"start": 2438.86, "end": 2439.0, "word": " so", "probability": 0.9267578125}, {"start": 2439.0, "end": 2439.18, "word": " on", "probability": 0.955078125}, {"start": 2439.18, "end": 2439.84, "word": " وابدل", "probability": 0.6903076171875}], "temperature": 1.0}, {"id": 111, "seek": 245877, "start": 2441.17, "end": 2458.77, "text": "وانبدل فكلها Stochastic واضح ان هي Stochastic Model Stochastic Model كلها Probability مبنية على ال Probability فقط على ال Probability عشان تقولنا كل مرة بتنفس فيها ال genetic algorithm هتطلع نتائج مختلفة بتطلع نتائج مختلفة تمام فهي الفكرة بالظبط هنا مثلا جسم", "tokens": [2407, 7649, 44510, 1211, 6156, 28820, 11296, 745, 8997, 2750, 4032, 46958, 5016, 16472, 39896, 745, 8997, 2750, 17105, 745, 8997, 2750, 17105, 28242, 11296, 8736, 2310, 3714, 3555, 1863, 10632, 15844, 2423, 8736, 2310, 6156, 47432, 15844, 2423, 8736, 2310, 6225, 8592, 7649, 6055, 39648, 8315, 28242, 3714, 25720, 39894, 1863, 36178, 8978, 11296, 2423, 12462, 9284, 8032, 2655, 9566, 1211, 3615, 8717, 2655, 16373, 7435, 3714, 46456, 46538, 3660, 39894, 9566, 1211, 3615, 8717, 2655, 16373, 7435, 3714, 46456, 46538, 3660, 46811, 10943, 6156, 3224, 1829, 27188, 4117, 25720, 20666, 19913, 3555, 9566, 34105, 50113, 15040, 10874, 38251], "avg_logprob": -0.13211633604351836, "compression_ratio": 1.7953488372093023, "no_speech_prob": 4.863739013671875e-05, "words": [{"start": 2441.1699999999996, "end": 2441.95, "word": "وانبدل", "probability": 0.767578125}, {"start": 2441.95, "end": 2442.73, "word": " فكلها", "probability": 0.8732096354166666}, {"start": 2442.73, "end": 2443.55, "word": " Stochastic", "probability": 0.7798665364583334}, {"start": 2443.55, "end": 2444.19, "word": " واضح", "probability": 0.9103190104166666}, {"start": 2444.19, "end": 2444.27, "word": " ان", "probability": 0.62451171875}, {"start": 2444.27, "end": 2444.37, "word": " هي", "probability": 0.81103515625}, {"start": 2444.37, "end": 2444.77, "word": " Stochastic", "probability": 0.8631184895833334}, {"start": 2444.77, "end": 2445.07, "word": " Model", "probability": 0.71875}, {"start": 2445.07, "end": 2445.73, "word": " Stochastic", "probability": 0.81005859375}, {"start": 2445.73, "end": 2445.93, "word": " Model", "probability": 0.97802734375}, {"start": 2445.93, "end": 2446.25, "word": " كلها", "probability": 0.92822265625}, {"start": 2446.25, "end": 2446.79, "word": " Probability", "probability": 0.877685546875}, {"start": 2446.79, "end": 2447.37, "word": " مبنية", "probability": 0.949462890625}, {"start": 2447.37, "end": 2447.55, "word": " على", "probability": 0.74951171875}, {"start": 2447.55, "end": 2447.67, "word": " ال", "probability": 0.62646484375}, {"start": 2447.67, "end": 2448.09, "word": " Probability", "probability": 0.937255859375}, {"start": 2448.09, "end": 2448.49, "word": " فقط", "probability": 0.986328125}, {"start": 2448.49, "end": 2448.65, "word": " على", "probability": 0.619140625}, {"start": 2448.65, "end": 2448.75, "word": " ال", "probability": 0.70263671875}, {"start": 2448.75, "end": 2449.01, "word": " Probability", "probability": 0.98388671875}, {"start": 2449.01, "end": 2449.21, "word": " عشان", "probability": 0.96044921875}, {"start": 2449.21, "end": 2449.57, "word": " تقولنا", "probability": 0.7858072916666666}, {"start": 2449.57, "end": 2450.17, "word": " كل", "probability": 0.95654296875}, {"start": 2450.17, "end": 2450.65, "word": " مرة", "probability": 0.9912109375}, {"start": 2450.65, "end": 2450.99, "word": " بتنفس", "probability": 0.7364908854166666}, {"start": 2450.99, "end": 2451.19, "word": " فيها", "probability": 0.921142578125}, {"start": 2451.19, "end": 2451.25, "word": " ال", "probability": 0.4404296875}, {"start": 2451.25, "end": 2451.45, "word": " genetic", "probability": 0.70263671875}, {"start": 2451.45, "end": 2451.85, "word": " algorithm", "probability": 0.91650390625}, {"start": 2451.85, "end": 2452.61, "word": " هتطلع", "probability": 0.93486328125}, {"start": 2452.61, "end": 2452.97, "word": " نتائج", "probability": 0.9881591796875}, {"start": 2452.97, "end": 2453.43, "word": " مختلفة", "probability": 0.99365234375}, {"start": 2453.43, "end": 2453.81, "word": " بتطلع", "probability": 0.8875732421875}, {"start": 2453.81, "end": 2454.37, "word": " نتائج", "probability": 0.99267578125}, {"start": 2454.37, "end": 2455.31, "word": " مختلفة", "probability": 0.993896484375}, {"start": 2455.31, "end": 2455.93, "word": " تمام", "probability": 0.935302734375}, {"start": 2455.93, "end": 2456.61, "word": " فهي", "probability": 0.9091796875}, {"start": 2456.61, "end": 2457.27, "word": " الفكرة", "probability": 0.98974609375}, {"start": 2457.27, "end": 2457.75, "word": " بالظبط", "probability": 0.9935302734375}, {"start": 2457.75, "end": 2458.11, "word": " هنا", "probability": 0.92626953125}, {"start": 2458.11, "end": 2458.41, "word": " مثلا", "probability": 0.98046875}, {"start": 2458.41, "end": 2458.77, "word": " جسم", "probability": 0.947998046875}], "temperature": 1.0}, {"id": 112, "seek": 247852, "start": 2459.48, "end": 2478.52, "text": "عند الرقم 2 بمعنى عند الاتنين بيبدل فأخدنا هدول بدلناهم مع هدول هنا بعد واحد فاستخدمنا هدول بدلناهم مع هدول هنا إيش عملنا؟ ماتبدلش شيء إيش اسمها؟ Cloning زي ما هم بينزلوا زي ما هم بروحوا الجيل اللي وراه", "tokens": [3615, 41260, 34892, 4587, 2304, 568, 4724, 2304, 3615, 1863, 7578, 43242, 2423, 9307, 1863, 9957, 4724, 1829, 44510, 1211, 6156, 10721, 9778, 3215, 8315, 8032, 3215, 12610, 47525, 1211, 8315, 16095, 20449, 8032, 3215, 12610, 34105, 39182, 36764, 24401, 6156, 995, 14851, 9778, 40448, 8315, 8032, 3215, 12610, 47525, 1211, 8315, 16095, 20449, 8032, 3215, 12610, 34105, 11933, 1829, 8592, 6225, 42213, 8315, 22807, 3714, 9307, 44510, 1211, 8592, 44049, 38207, 11933, 1829, 8592, 24525, 2304, 11296, 22807, 2033, 16638, 30767, 1829, 19446, 8032, 2304, 4724, 9957, 11622, 1211, 14407, 30767, 1829, 19446, 8032, 2304, 4724, 32887, 5016, 14407, 25724, 26895, 13672, 1829, 4032, 23557, 3224], "avg_logprob": -0.14684605984776108, "compression_ratio": 1.9456521739130435, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2459.48, "end": 2459.78, "word": "عند", "probability": 0.931884765625}, {"start": 2459.78, "end": 2460.08, "word": " الرقم", "probability": 0.9793294270833334}, {"start": 2460.08, "end": 2460.42, "word": " 2", "probability": 0.68701171875}, {"start": 2460.42, "end": 2460.86, "word": " بمعنى", "probability": 0.7298095703125}, {"start": 2460.86, "end": 2461.1, "word": " عند", "probability": 0.85595703125}, {"start": 2461.1, "end": 2461.72, "word": " الاتنين", "probability": 0.7720947265625}, {"start": 2461.72, "end": 2463.64, "word": " بيبدل", "probability": 0.80645751953125}, {"start": 2463.64, "end": 2464.52, "word": " فأخدنا", "probability": 0.91572265625}, {"start": 2464.52, "end": 2464.78, "word": " هدول", "probability": 0.9488932291666666}, {"start": 2464.78, "end": 2465.36, "word": " بدلناهم", "probability": 0.8902587890625}, {"start": 2465.36, "end": 2465.48, "word": " مع", "probability": 0.8369140625}, {"start": 2465.48, "end": 2465.82, "word": " هدول", "probability": 0.9783528645833334}, {"start": 2465.82, "end": 2466.48, "word": " هنا", "probability": 0.79150390625}, {"start": 2466.48, "end": 2467.38, "word": " بعد", "probability": 0.93017578125}, {"start": 2467.38, "end": 2467.86, "word": " واحد", "probability": 0.88720703125}, {"start": 2467.86, "end": 2468.6, "word": " فاستخدمنا", "probability": 0.9502766927083334}, {"start": 2468.6, "end": 2468.78, "word": " هدول", "probability": 0.9874674479166666}, {"start": 2468.78, "end": 2469.3, "word": " بدلناهم", "probability": 0.987060546875}, {"start": 2469.3, "end": 2469.42, "word": " مع", "probability": 0.97021484375}, {"start": 2469.42, "end": 2469.66, "word": " هدول", "probability": 0.9759114583333334}, {"start": 2469.66, "end": 2470.18, "word": " هنا", "probability": 0.89111328125}, {"start": 2470.18, "end": 2470.6, "word": " إيش", "probability": 0.8351236979166666}, {"start": 2470.6, "end": 2471.42, "word": " عملنا؟", "probability": 0.83172607421875}, {"start": 2471.42, "end": 2471.92, "word": " ماتبدلش", "probability": 0.8580078125}, {"start": 2471.92, "end": 2473.02, "word": " شيء", "probability": 0.843994140625}, {"start": 2473.02, "end": 2473.22, "word": " إيش", "probability": 0.9012044270833334}, {"start": 2473.22, "end": 2473.7, "word": " اسمها؟", "probability": 0.906982421875}, {"start": 2473.7, "end": 2474.2, "word": " Cloning", "probability": 0.666015625}, {"start": 2474.2, "end": 2475.1, "word": " زي", "probability": 0.917724609375}, {"start": 2475.1, "end": 2475.34, "word": " ما", "probability": 0.9482421875}, {"start": 2475.34, "end": 2475.68, "word": " هم", "probability": 0.912353515625}, {"start": 2475.68, "end": 2476.42, "word": " بينزلوا", "probability": 0.90927734375}, {"start": 2476.42, "end": 2477.38, "word": " زي", "probability": 0.83203125}, {"start": 2477.38, "end": 2477.44, "word": " ما", "probability": 0.96044921875}, {"start": 2477.44, "end": 2477.56, "word": " هم", "probability": 0.980224609375}, {"start": 2477.56, "end": 2477.82, "word": " بروحوا", "probability": 0.78253173828125}, {"start": 2477.82, "end": 2478.08, "word": " الجيل", "probability": 0.911376953125}, {"start": 2478.08, "end": 2478.18, "word": " اللي", "probability": 0.972412109375}, {"start": 2478.18, "end": 2478.52, "word": " وراه", "probability": 0.9059244791666666}], "temperature": 1.0}, {"id": 113, "seek": 249837, "start": 2479.41, "end": 2498.37, "text": "تمام فإذا أول مرة اختارنا ستة مع اتنين و بدلنا هيصار فيه اتنين اجداد offspring اجداد واحد مع خمسة و هيصار فيه اتنين و هدولة ما اتغيرش فهيصار الستة الكاملين بشكل كامل اللي انا ال mutation عملية ال mutation", "tokens": [39237, 10943, 6156, 28814, 15730, 5551, 12610, 3714, 25720, 1975, 46456, 9640, 8315, 8608, 2655, 3660, 20449, 1975, 2655, 1863, 9957, 4032, 47525, 1211, 8315, 8032, 1829, 9381, 9640, 8978, 3224, 1975, 2655, 1863, 9957, 1975, 7435, 3215, 18513, 36857, 1975, 7435, 3215, 18513, 36764, 24401, 20449, 16490, 2304, 3794, 3660, 4032, 8032, 1829, 9381, 9640, 8978, 3224, 1975, 2655, 1863, 9957, 4032, 8032, 3215, 12610, 3660, 19446, 1975, 2655, 17082, 13546, 8592, 6156, 3224, 1829, 9381, 9640, 21136, 2655, 3660, 33251, 10943, 1211, 9957, 4724, 8592, 28820, 9122, 10943, 1211, 13672, 1829, 1975, 8315, 2423, 27960, 6225, 42213, 10632, 2423, 27960], "avg_logprob": -0.19493325879272905, "compression_ratio": 1.8548387096774193, "no_speech_prob": 8.940696716308594e-07, "words": [{"start": 2479.41, "end": 2479.85, "word": "تمام", "probability": 0.6820068359375}, {"start": 2479.85, "end": 2480.85, "word": " فإذا", "probability": 0.7535807291666666}, {"start": 2480.85, "end": 2481.55, "word": " أول", "probability": 0.907470703125}, {"start": 2481.55, "end": 2481.89, "word": " مرة", "probability": 0.992431640625}, {"start": 2481.89, "end": 2482.43, "word": " اختارنا", "probability": 0.8079833984375}, {"start": 2482.43, "end": 2482.95, "word": " ستة", "probability": 0.8484700520833334}, {"start": 2482.95, "end": 2483.73, "word": " مع", "probability": 0.9658203125}, {"start": 2483.73, "end": 2484.17, "word": " اتنين", "probability": 0.9490966796875}, {"start": 2484.17, "end": 2484.99, "word": " و", "probability": 0.7099609375}, {"start": 2484.99, "end": 2485.57, "word": " بدلنا", "probability": 0.78369140625}, {"start": 2485.57, "end": 2485.99, "word": " هيصار", "probability": 0.6767578125}, {"start": 2485.99, "end": 2486.31, "word": " فيه", "probability": 0.853759765625}, {"start": 2486.31, "end": 2487.01, "word": " اتنين", "probability": 0.9766845703125}, {"start": 2487.01, "end": 2487.47, "word": " اجداد", "probability": 0.822265625}, {"start": 2487.47, "end": 2488.51, "word": " offspring", "probability": 0.2939453125}, {"start": 2488.51, "end": 2489.45, "word": " اجداد", "probability": 0.920654296875}, {"start": 2489.45, "end": 2490.23, "word": " واحد", "probability": 0.926025390625}, {"start": 2490.23, "end": 2490.39, "word": " مع", "probability": 0.96240234375}, {"start": 2490.39, "end": 2490.99, "word": " خمسة", "probability": 0.96044921875}, {"start": 2490.99, "end": 2491.45, "word": " و", "probability": 0.53076171875}, {"start": 2491.45, "end": 2491.77, "word": " هيصار", "probability": 0.8328857421875}, {"start": 2491.77, "end": 2491.93, "word": " فيه", "probability": 0.951904296875}, {"start": 2491.93, "end": 2492.27, "word": " اتنين", "probability": 0.984375}, {"start": 2492.27, "end": 2492.47, "word": " و", "probability": 0.63916015625}, {"start": 2492.47, "end": 2492.75, "word": " هدولة", "probability": 0.806884765625}, {"start": 2492.75, "end": 2492.83, "word": " ما", "probability": 0.658203125}, {"start": 2492.83, "end": 2493.25, "word": " اتغيرش", "probability": 0.841259765625}, {"start": 2493.25, "end": 2493.67, "word": " فهيصار", "probability": 0.95029296875}, {"start": 2493.67, "end": 2494.23, "word": " الستة", "probability": 0.8470052083333334}, {"start": 2494.23, "end": 2495.03, "word": " الكاملين", "probability": 0.8892822265625}, {"start": 2495.03, "end": 2495.75, "word": " بشكل", "probability": 0.99267578125}, {"start": 2495.75, "end": 2496.13, "word": " كامل", "probability": 0.9970703125}, {"start": 2496.13, "end": 2496.41, "word": " اللي", "probability": 0.7303466796875}, {"start": 2496.41, "end": 2496.53, "word": " انا", "probability": 0.44140625}, {"start": 2496.53, "end": 2496.65, "word": " ال", "probability": 0.66943359375}, {"start": 2496.65, "end": 2497.17, "word": " mutation", "probability": 0.97119140625}, {"start": 2497.17, "end": 2497.87, "word": " عملية", "probability": 0.8317057291666666}, {"start": 2497.87, "end": 2497.97, "word": " ال", "probability": 0.95654296875}, {"start": 2497.97, "end": 2498.37, "word": " mutation", "probability": 0.98193359375}], "temperature": 1.0}, {"id": 114, "seek": 252578, "start": 2499.76, "end": 2525.78, "text": "إيش بدنا نعمل فيها؟ الـ mutation إحنا قولنا من تقريبا كقيمة من واحد من ألف لواحد من مية، إيش يعني؟ إذا من واحد من مية، كل الموضوع بسيط، هنا، هنا بتصير، هنا بتقوله من واحد لمية، أنت اختارلك أي رقم، قوله إذا طلع رقم تلاتين، بالظبط تلاتين، لا أكبر ولا أقل، بدنا نعمل ال mutation، قوله إذا طلع الرقم واحد، بدنا نعمل ال mutation، إذا طلعت تسعة وتسعين، بدنا نعمل ال mutation،", "tokens": [28814, 1829, 8592, 47525, 8315, 8717, 25957, 1211, 8978, 11296, 22807, 2423, 39184, 27960, 11933, 5016, 8315, 12174, 12610, 8315, 9154, 6055, 4587, 16572, 3555, 995, 9122, 4587, 32640, 3660, 9154, 36764, 24401, 9154, 5551, 46538, 5296, 14407, 24401, 9154, 3714, 10632, 12399, 11933, 1829, 8592, 37495, 22653, 22807, 11933, 15730, 9154, 36764, 24401, 9154, 3714, 10632, 12399, 28242, 9673, 2407, 11242, 45367, 4724, 3794, 1829, 9566, 12399, 34105, 12399, 34105, 39894, 9381, 13546, 12399, 34105, 39894, 39648, 3224, 9154, 36764, 24401, 5296, 2304, 10632, 12399, 14739, 2655, 1975, 46456, 9640, 23275, 36632, 12602, 4587, 2304, 12399, 12174, 12610, 3224, 11933, 15730, 23032, 1211, 3615, 12602, 4587, 2304, 6055, 1211, 9307, 9957, 12399, 20666, 19913, 3555, 9566, 6055, 1211, 9307, 9957, 12399, 20193, 5551, 4117, 26890, 49429, 5551, 4587, 1211, 12399, 47525, 8315, 8717, 25957, 1211, 2423, 27960, 12399, 12174, 12610, 3224, 11933, 15730, 23032, 1211, 3615, 34892, 4587, 2304, 36764, 24401, 12399, 47525, 8315, 8717, 25957, 1211, 2423, 27960, 12399, 11933, 15730, 23032, 1211, 34268, 6055, 3794, 27884, 34683, 3794, 3615, 9957, 12399, 47525, 8315, 8717, 25957, 1211, 2423, 27960, 12399], "avg_logprob": -0.12081625935484151, "compression_ratio": 2.3962264150943398, "no_speech_prob": 1.3113021850585938e-06, "words": [{"start": 2499.76, "end": 2500.28, "word": "إيش", "probability": 0.6894938151041666}, {"start": 2500.28, "end": 2500.48, "word": " بدنا", "probability": 0.973876953125}, {"start": 2500.48, "end": 2500.74, "word": " نعمل", "probability": 0.9970703125}, {"start": 2500.74, "end": 2501.28, "word": " فيها؟", "probability": 0.810791015625}, {"start": 2501.28, "end": 2501.38, "word": " الـ", "probability": 0.570068359375}, {"start": 2501.38, "end": 2501.62, "word": " mutation", "probability": 0.82177734375}, {"start": 2501.62, "end": 2501.82, "word": " إحنا", "probability": 0.7151692708333334}, {"start": 2501.82, "end": 2502.16, "word": " قولنا", "probability": 0.8439127604166666}, {"start": 2502.16, "end": 2502.72, "word": " من", "probability": 0.62060546875}, {"start": 2502.72, "end": 2503.68, "word": " تقريبا", "probability": 0.96572265625}, {"start": 2503.68, "end": 2504.32, "word": " كقيمة", "probability": 0.870849609375}, {"start": 2504.32, "end": 2504.62, "word": " من", "probability": 0.9453125}, {"start": 2504.62, "end": 2504.92, "word": " واحد", "probability": 0.90283203125}, {"start": 2504.92, "end": 2505.04, "word": " من", "probability": 0.98974609375}, {"start": 2505.04, "end": 2505.3, "word": " ألف", "probability": 0.821533203125}, {"start": 2505.3, "end": 2505.74, "word": " لواحد", "probability": 0.8772786458333334}, {"start": 2505.74, "end": 2505.92, "word": " من", "probability": 0.99609375}, {"start": 2505.92, "end": 2506.82, "word": " مية،", "probability": 0.73388671875}, {"start": 2506.82, "end": 2507.06, "word": " إيش", "probability": 0.9143880208333334}, {"start": 2507.06, "end": 2507.78, "word": " يعني؟", "probability": 0.9440104166666666}, {"start": 2507.78, "end": 2507.92, "word": " إذا", "probability": 0.964111328125}, {"start": 2507.92, "end": 2508.04, "word": " من", "probability": 0.98779296875}, {"start": 2508.04, "end": 2508.3, "word": " واحد", "probability": 0.994873046875}, {"start": 2508.3, "end": 2508.46, "word": " من", "probability": 0.9638671875}, {"start": 2508.46, "end": 2509.18, "word": " مية،", "probability": 0.83642578125}, {"start": 2509.18, "end": 2509.36, "word": " كل", "probability": 0.9775390625}, {"start": 2509.36, "end": 2509.68, "word": " الموضوع", "probability": 0.9986572265625}, {"start": 2509.68, "end": 2510.12, "word": " بسيط،", "probability": 0.946484375}, {"start": 2510.12, "end": 2510.58, "word": " هنا،", "probability": 0.886962890625}, {"start": 2510.58, "end": 2510.78, "word": " هنا", "probability": 0.982421875}, {"start": 2510.78, "end": 2511.7, "word": " بتصير،", "probability": 0.69976806640625}, {"start": 2511.7, "end": 2511.92, "word": " هنا", "probability": 0.9873046875}, {"start": 2511.92, "end": 2512.52, "word": " بتقوله", "probability": 0.9412434895833334}, {"start": 2512.52, "end": 2512.96, "word": " من", "probability": 0.69189453125}, {"start": 2512.96, "end": 2513.3, "word": " واحد", "probability": 0.9951171875}, {"start": 2513.3, "end": 2513.78, "word": " لمية،", "probability": 0.8660888671875}, {"start": 2513.78, "end": 2513.94, "word": " أنت", "probability": 0.7117919921875}, {"start": 2513.94, "end": 2514.32, "word": " اختارلك", "probability": 0.838623046875}, {"start": 2514.32, "end": 2514.48, "word": " أي", "probability": 0.91845703125}, {"start": 2514.48, "end": 2515.62, "word": " رقم،", "probability": 0.989013671875}, {"start": 2515.62, "end": 2515.84, "word": " قوله", "probability": 0.8888346354166666}, {"start": 2515.84, "end": 2516.0, "word": " إذا", "probability": 0.981201171875}, {"start": 2516.0, "end": 2516.24, "word": " طلع", "probability": 0.9822591145833334}, {"start": 2516.24, "end": 2516.52, "word": " رقم", "probability": 0.9827473958333334}, {"start": 2516.52, "end": 2517.34, "word": " تلاتين،", "probability": 0.8517578125}, {"start": 2517.34, "end": 2517.7, "word": " بالظبط", "probability": 0.956787109375}, {"start": 2517.7, "end": 2518.1, "word": " تلاتين،", "probability": 0.97783203125}, {"start": 2518.1, "end": 2518.16, "word": " لا", "probability": 0.8994140625}, {"start": 2518.16, "end": 2518.38, "word": " أكبر", "probability": 0.986328125}, {"start": 2518.38, "end": 2518.52, "word": " ولا", "probability": 0.9404296875}, {"start": 2518.52, "end": 2519.08, "word": " أقل،", "probability": 0.978759765625}, {"start": 2519.08, "end": 2519.3, "word": " بدنا", "probability": 0.961669921875}, {"start": 2519.3, "end": 2519.48, "word": " نعمل", "probability": 0.9930013020833334}, {"start": 2519.48, "end": 2519.58, "word": " ال", "probability": 0.9716796875}, {"start": 2519.58, "end": 2521.0, "word": " mutation،", "probability": 0.826171875}, {"start": 2521.0, "end": 2521.24, "word": " قوله", "probability": 0.9763997395833334}, {"start": 2521.24, "end": 2521.38, "word": " إذا", "probability": 0.987548828125}, {"start": 2521.38, "end": 2521.62, "word": " طلع", "probability": 0.9908854166666666}, {"start": 2521.62, "end": 2521.92, "word": " الرقم", "probability": 0.96435546875}, {"start": 2521.92, "end": 2522.28, "word": " واحد،", "probability": 0.9759114583333334}, {"start": 2522.28, "end": 2522.42, "word": " بدنا", "probability": 0.614501953125}, {"start": 2522.42, "end": 2522.52, "word": " نعمل", "probability": 0.99462890625}, {"start": 2522.52, "end": 2522.64, "word": " ال", "probability": 0.99072265625}, {"start": 2522.64, "end": 2523.58, "word": " mutation،", "probability": 0.977294921875}, {"start": 2523.58, "end": 2523.76, "word": " إذا", "probability": 0.9853515625}, {"start": 2523.76, "end": 2524.14, "word": " طلعت", "probability": 0.98583984375}, {"start": 2524.14, "end": 2524.54, "word": " تسعة", "probability": 0.9459635416666666}, {"start": 2524.54, "end": 2524.9, "word": " وتسعين،", "probability": 0.90556640625}, {"start": 2524.9, "end": 2525.08, "word": " بدنا", "probability": 0.9482421875}, {"start": 2525.08, "end": 2525.16, "word": " نعمل", "probability": 0.9970703125}, {"start": 2525.16, "end": 2525.28, "word": " ال", "probability": 0.9931640625}, {"start": 2525.28, "end": 2525.78, "word": " mutation،", "probability": 0.9091796875}], "temperature": 1.0}, {"id": 115, "seek": 253875, "start": 2526.57, "end": 2538.75, "text": "أنت ممكن تختار عشوائيا أي رقم بحيث ان ال chance تبع الرقم هو واحد من المية ال chance تبعه هي كإنه احتمالية واحد من المية كويس إذا طلع معناته بدنا نعمل ال mutation", "tokens": [10721, 29399, 3714, 43020, 6055, 46456, 9640, 6225, 8592, 2407, 16373, 25528, 36632, 12602, 4587, 2304, 4724, 5016, 1829, 12984, 16472, 2423, 2931, 6055, 3555, 3615, 34892, 4587, 2304, 31439, 36764, 24401, 9154, 9673, 10632, 2423, 2931, 6055, 3555, 3615, 3224, 39896, 9122, 28814, 1863, 3224, 1975, 33753, 2304, 6027, 10632, 36764, 24401, 9154, 9673, 10632, 9122, 45865, 3794, 11933, 15730, 23032, 1211, 3615, 20449, 8315, 47395, 47525, 8315, 8717, 25957, 1211, 2423, 27960], "avg_logprob": -0.17875000556310017, "compression_ratio": 1.6385542168674698, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2526.57, "end": 2526.85, "word": "أنت", "probability": 0.59747314453125}, {"start": 2526.85, "end": 2527.07, "word": " ممكن", "probability": 0.961669921875}, {"start": 2527.07, "end": 2527.39, "word": " تختار", "probability": 0.98876953125}, {"start": 2527.39, "end": 2527.81, "word": " عشوائيا", "probability": 0.894921875}, {"start": 2527.81, "end": 2527.97, "word": " أي", "probability": 0.76416015625}, {"start": 2527.97, "end": 2528.31, "word": " رقم", "probability": 0.9957682291666666}, {"start": 2528.31, "end": 2528.83, "word": " بحيث", "probability": 0.91357421875}, {"start": 2528.83, "end": 2528.99, "word": " ان", "probability": 0.564453125}, {"start": 2528.99, "end": 2529.45, "word": " ال", "probability": 0.70703125}, {"start": 2529.45, "end": 2529.81, "word": " chance", "probability": 0.81591796875}, {"start": 2529.81, "end": 2530.05, "word": " تبع", "probability": 0.763427734375}, {"start": 2530.05, "end": 2530.39, "word": " الرقم", "probability": 0.8583984375}, {"start": 2530.39, "end": 2530.67, "word": " هو", "probability": 0.7333984375}, {"start": 2530.67, "end": 2531.27, "word": " واحد", "probability": 0.767822265625}, {"start": 2531.27, "end": 2531.47, "word": " من", "probability": 0.95556640625}, {"start": 2531.47, "end": 2531.93, "word": " المية", "probability": 0.73828125}, {"start": 2531.93, "end": 2532.79, "word": " ال", "probability": 0.705078125}, {"start": 2532.79, "end": 2533.09, "word": " chance", "probability": 0.9619140625}, {"start": 2533.09, "end": 2533.51, "word": " تبعه", "probability": 0.8568115234375}, {"start": 2533.51, "end": 2533.69, "word": " هي", "probability": 0.728515625}, {"start": 2533.69, "end": 2533.97, "word": " كإنه", "probability": 0.79541015625}, {"start": 2533.97, "end": 2534.37, "word": " احتمالية", "probability": 0.8822265625}, {"start": 2534.37, "end": 2534.69, "word": " واحد", "probability": 0.9560546875}, {"start": 2534.69, "end": 2534.83, "word": " من", "probability": 0.9873046875}, {"start": 2534.83, "end": 2535.23, "word": " المية", "probability": 0.947021484375}, {"start": 2535.23, "end": 2536.25, "word": " كويس", "probability": 0.8603515625}, {"start": 2536.25, "end": 2536.89, "word": " إذا", "probability": 0.772216796875}, {"start": 2536.89, "end": 2537.31, "word": " طلع", "probability": 0.98046875}, {"start": 2537.31, "end": 2537.85, "word": " معناته", "probability": 0.9173177083333334}, {"start": 2537.85, "end": 2538.05, "word": " بدنا", "probability": 0.7164306640625}, {"start": 2538.05, "end": 2538.33, "word": " نعمل", "probability": 0.9947916666666666}, {"start": 2538.33, "end": 2538.43, "word": " ال", "probability": 0.82080078125}, {"start": 2538.43, "end": 2538.75, "word": " mutation", "probability": 0.9873046875}], "temperature": 1.0}, {"id": 116, "seek": 256646, "start": 2539.89, "end": 2566.47, "text": "تمام؟ وهذا الكلام بتعمله للكرمزومز الستة اللي طلعوا لجداد تفحصهم للاول اعمل ولا ماعملش طيب فبتعمل generation لمين لرقم عشوائي من واحد لمية ماطلعش خلاص معناته هو ده بديش اعمل فيه للتاني اعمل كمان مرة ماطلعش للتالت للرابع للخمس افرض السادس طلعت الرقم اللي انت حاطه إذا طلع رقم واحد بدنا نعمل mutation", "tokens": [39237, 10943, 22807, 37037, 15730, 2423, 28820, 10943, 39894, 25957, 43761, 5296, 23275, 2288, 2304, 11622, 20498, 11622, 21136, 2655, 3660, 13672, 1829, 23032, 1211, 3615, 14407, 5296, 7435, 3215, 18513, 6055, 5172, 5016, 9381, 16095, 5296, 15040, 12610, 1975, 25957, 1211, 49429, 19446, 25957, 1211, 8592, 23032, 1829, 3555, 6156, 3555, 2655, 25957, 1211, 5125, 5296, 2304, 9957, 5296, 2288, 4587, 2304, 6225, 8592, 2407, 16373, 1829, 9154, 36764, 24401, 5296, 2304, 10632, 19446, 9566, 1211, 3615, 8592, 16490, 1211, 33546, 20449, 8315, 47395, 31439, 11778, 3224, 4724, 16254, 8592, 1975, 25957, 1211, 8978, 3224, 24976, 2655, 7649, 1829, 1975, 25957, 1211, 9122, 2304, 7649, 3714, 25720, 19446, 9566, 1211, 3615, 8592, 24976, 2655, 6027, 2655, 24976, 2288, 16758, 3615, 24976, 9778, 2304, 3794, 1975, 5172, 43042, 21136, 18513, 3794, 23032, 1211, 34268, 34892, 4587, 2304, 13672, 1829, 16472, 2655, 11331, 41193, 3224, 11933, 15730, 23032, 1211, 3615, 12602, 4587, 2304, 36764, 24401, 47525, 8315, 8717, 25957, 1211, 27960], "avg_logprob": -0.14188664300101145, "compression_ratio": 1.9197080291970803, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2539.89, "end": 2540.61, "word": "تمام؟", "probability": 0.8209635416666666}, {"start": 2540.61, "end": 2540.89, "word": " وهذا", "probability": 0.783935546875}, {"start": 2540.89, "end": 2541.17, "word": " الكلام", "probability": 0.9567057291666666}, {"start": 2541.17, "end": 2541.65, "word": " بتعمله", "probability": 0.8958333333333334}, {"start": 2541.65, "end": 2543.11, "word": " للكرمزومز", "probability": 0.6792340959821429}, {"start": 2543.11, "end": 2543.59, "word": " الستة", "probability": 0.6527506510416666}, {"start": 2543.59, "end": 2543.69, "word": " اللي", "probability": 0.914306640625}, {"start": 2543.69, "end": 2544.15, "word": " طلعوا", "probability": 0.921630859375}, {"start": 2544.15, "end": 2544.81, "word": " لجداد", "probability": 0.857421875}, {"start": 2544.81, "end": 2545.53, "word": " تفحصهم", "probability": 0.9287109375}, {"start": 2545.53, "end": 2546.01, "word": " للاول", "probability": 0.6778971354166666}, {"start": 2546.01, "end": 2546.61, "word": " اعمل", "probability": 0.8828125}, {"start": 2546.61, "end": 2546.73, "word": " ولا", "probability": 0.87646484375}, {"start": 2546.73, "end": 2547.29, "word": " ماعملش", "probability": 0.9208984375}, {"start": 2547.29, "end": 2548.31, "word": " طيب", "probability": 0.9078776041666666}, {"start": 2548.31, "end": 2549.07, "word": " فبتعمل", "probability": 0.89794921875}, {"start": 2549.07, "end": 2549.63, "word": " generation", "probability": 0.87646484375}, {"start": 2549.63, "end": 2550.67, "word": " لمين", "probability": 0.7277018229166666}, {"start": 2550.67, "end": 2551.83, "word": " لرقم", "probability": 0.866943359375}, {"start": 2551.83, "end": 2552.13, "word": " عشوائي", "probability": 0.967578125}, {"start": 2552.13, "end": 2552.25, "word": " من", "probability": 0.98388671875}, {"start": 2552.25, "end": 2552.47, "word": " واحد", "probability": 0.916259765625}, {"start": 2552.47, "end": 2552.85, "word": " لمية", "probability": 0.83203125}, {"start": 2552.85, "end": 2553.79, "word": " ماطلعش", "probability": 0.9107421875}, {"start": 2553.79, "end": 2554.43, "word": " خلاص", "probability": 0.95703125}, {"start": 2554.43, "end": 2554.73, "word": " معناته", "probability": 0.87890625}, {"start": 2554.73, "end": 2554.79, "word": " هو", "probability": 0.71923828125}, {"start": 2554.79, "end": 2554.87, "word": " ده", "probability": 0.94140625}, {"start": 2554.87, "end": 2555.15, "word": " بديش", "probability": 0.7765299479166666}, {"start": 2555.15, "end": 2555.35, "word": " اعمل", "probability": 0.9005533854166666}, {"start": 2555.35, "end": 2555.71, "word": " فيه", "probability": 0.98681640625}, {"start": 2555.71, "end": 2556.29, "word": " للتاني", "probability": 0.83428955078125}, {"start": 2556.29, "end": 2556.59, "word": " اعمل", "probability": 0.9786783854166666}, {"start": 2556.59, "end": 2556.83, "word": " كمان", "probability": 0.9899088541666666}, {"start": 2556.83, "end": 2557.11, "word": " مرة", "probability": 0.984619140625}, {"start": 2557.11, "end": 2558.43, "word": " ماطلعش", "probability": 0.84365234375}, {"start": 2558.43, "end": 2558.83, "word": " للتالت", "probability": 0.934326171875}, {"start": 2558.83, "end": 2559.15, "word": " للرابع", "probability": 0.92236328125}, {"start": 2559.15, "end": 2559.45, "word": " للخمس", "probability": 0.9312744140625}, {"start": 2559.45, "end": 2559.95, "word": " افرض", "probability": 0.9088541666666666}, {"start": 2559.95, "end": 2561.07, "word": " السادس", "probability": 0.9557291666666666}, {"start": 2561.07, "end": 2562.15, "word": " طلعت", "probability": 0.91796875}, {"start": 2562.15, "end": 2562.53, "word": " الرقم", "probability": 0.9833984375}, {"start": 2562.53, "end": 2562.87, "word": " اللي", "probability": 0.93115234375}, {"start": 2562.87, "end": 2563.13, "word": " انت", "probability": 0.798095703125}, {"start": 2563.13, "end": 2563.59, "word": " حاطه", "probability": 0.82763671875}, {"start": 2563.59, "end": 2563.95, "word": " إذا", "probability": 0.747802734375}, {"start": 2563.95, "end": 2564.37, "word": " طلع", "probability": 0.9817708333333334}, {"start": 2564.37, "end": 2564.73, "word": " رقم", "probability": 0.9944661458333334}, {"start": 2564.73, "end": 2565.39, "word": " واحد", "probability": 0.986083984375}, {"start": 2565.39, "end": 2565.91, "word": " بدنا", "probability": 0.97265625}, {"start": 2565.91, "end": 2566.15, "word": " نعمل", "probability": 0.9951171875}, {"start": 2566.15, "end": 2566.47, "word": " mutation", "probability": 0.873046875}], "temperature": 1.0}, {"id": 117, "seek": 259569, "start": 2567.38, "end": 2595.7, "text": "طلع رقم واحد ف ال mutation إيش بدك تسوي هنا بدك ترجع كمان مرة ترجع لل code اللي هنا واحد و لا اتنين و لا تلاتة تقول بعد واحد و لا بعد اتنين و لا بعد تلاتة بدنا نغير عشان تيجي أنه bit من ال bits هدول أو ال digits هدول اللي بدك تغيرها إيش هنتغيرها يعني إذا كانت واحد اجلبها صفر و إذا كانت صفر اجلبها واحد شايف قداش كمية ال randomization", "tokens": [9566, 1211, 3615, 12602, 4587, 2304, 36764, 24401, 6156, 2423, 27960, 11933, 1829, 8592, 47525, 4117, 6055, 3794, 45865, 34105, 47525, 4117, 6055, 47341, 3615, 9122, 2304, 7649, 3714, 25720, 6055, 47341, 3615, 24976, 3089, 13672, 1829, 34105, 36764, 24401, 4032, 20193, 1975, 2655, 1863, 9957, 4032, 20193, 6055, 1211, 9307, 3660, 6055, 39648, 39182, 36764, 24401, 4032, 20193, 39182, 1975, 2655, 1863, 9957, 4032, 20193, 39182, 6055, 1211, 9307, 3660, 47525, 8315, 8717, 17082, 13546, 6225, 8592, 7649, 6055, 1829, 7435, 1829, 14739, 3224, 857, 9154, 2423, 9239, 8032, 3215, 12610, 34051, 2423, 27011, 8032, 3215, 12610, 13672, 1829, 47525, 4117, 6055, 17082, 13546, 11296, 11933, 1829, 8592, 8032, 29399, 17082, 13546, 11296, 37495, 22653, 11933, 15730, 25961, 2655, 36764, 24401, 1975, 7435, 46152, 11296, 20328, 5172, 2288, 4032, 11933, 15730, 25961, 2655, 20328, 5172, 2288, 1975, 7435, 46152, 11296, 36764, 24401, 13412, 995, 33911, 12174, 3215, 33599, 9122, 2304, 10632, 2423, 4974, 2144], "avg_logprob": -0.1396233975314177, "compression_ratio": 2.059040590405904, "no_speech_prob": 7.748603820800781e-07, "words": [{"start": 2567.38, "end": 2567.7, "word": "طلع", "probability": 0.8907877604166666}, {"start": 2567.7, "end": 2568.0, "word": " رقم", "probability": 0.9361979166666666}, {"start": 2568.0, "end": 2568.34, "word": " واحد", "probability": 0.775634765625}, {"start": 2568.34, "end": 2568.88, "word": " ف", "probability": 0.9228515625}, {"start": 2568.88, "end": 2568.96, "word": " ال", "probability": 0.2073974609375}, {"start": 2568.96, "end": 2569.2, "word": " mutation", "probability": 0.57080078125}, {"start": 2569.2, "end": 2569.44, "word": " إيش", "probability": 0.7577311197916666}, {"start": 2569.44, "end": 2569.6, "word": " بدك", "probability": 0.93359375}, {"start": 2569.6, "end": 2569.94, "word": " تسوي", "probability": 0.9493815104166666}, {"start": 2569.94, "end": 2570.22, "word": " هنا", "probability": 0.98974609375}, {"start": 2570.22, "end": 2570.94, "word": " بدك", "probability": 0.743408203125}, {"start": 2570.94, "end": 2571.64, "word": " ترجع", "probability": 0.9910481770833334}, {"start": 2571.64, "end": 2572.22, "word": " كمان", "probability": 0.9495442708333334}, {"start": 2572.22, "end": 2572.66, "word": " مرة", "probability": 0.99462890625}, {"start": 2572.66, "end": 2573.62, "word": " ترجع", "probability": 0.9724934895833334}, {"start": 2573.62, "end": 2573.82, "word": " لل", "probability": 0.342529296875}, {"start": 2573.82, "end": 2574.08, "word": " code", "probability": 0.93017578125}, {"start": 2574.08, "end": 2574.26, "word": " اللي", "probability": 0.9521484375}, {"start": 2574.26, "end": 2574.46, "word": " هنا", "probability": 0.97900390625}, {"start": 2574.46, "end": 2574.86, "word": " واحد", "probability": 0.790283203125}, {"start": 2574.86, "end": 2574.96, "word": " و", "probability": 0.25537109375}, {"start": 2574.96, "end": 2575.0, "word": " لا", "probability": 0.98974609375}, {"start": 2575.0, "end": 2575.16, "word": " اتنين", "probability": 0.9263916015625}, {"start": 2575.16, "end": 2575.28, "word": " و", "probability": 0.95361328125}, {"start": 2575.28, "end": 2575.3, "word": " لا", "probability": 0.99462890625}, {"start": 2575.3, "end": 2575.74, "word": " تلاتة", "probability": 0.9619140625}, {"start": 2575.74, "end": 2576.3, "word": " تقول", "probability": 0.921142578125}, {"start": 2576.3, "end": 2577.6, "word": " بعد", "probability": 0.96923828125}, {"start": 2577.6, "end": 2578.12, "word": " واحد", "probability": 0.989501953125}, {"start": 2578.12, "end": 2578.4, "word": " و", "probability": 0.82763671875}, {"start": 2578.4, "end": 2578.48, "word": " لا", "probability": 0.99169921875}, {"start": 2578.48, "end": 2578.66, "word": " بعد", "probability": 0.951171875}, {"start": 2578.66, "end": 2578.9, "word": " اتنين", "probability": 0.985595703125}, {"start": 2578.9, "end": 2578.98, "word": " و", "probability": 0.98388671875}, {"start": 2578.98, "end": 2579.02, "word": " لا", "probability": 0.99169921875}, {"start": 2579.02, "end": 2579.16, "word": " بعد", "probability": 0.95166015625}, {"start": 2579.16, "end": 2579.72, "word": " تلاتة", "probability": 0.9857177734375}, {"start": 2579.72, "end": 2580.38, "word": " بدنا", "probability": 0.9287109375}, {"start": 2580.38, "end": 2580.94, "word": " نغير", "probability": 0.9503580729166666}, {"start": 2580.94, "end": 2581.56, "word": " عشان", "probability": 0.9812825520833334}, {"start": 2581.56, "end": 2581.84, "word": " تيجي", "probability": 0.95068359375}, {"start": 2581.84, "end": 2582.62, "word": " أنه", "probability": 0.3677978515625}, {"start": 2582.62, "end": 2583.12, "word": " bit", "probability": 0.72509765625}, {"start": 2583.12, "end": 2583.82, "word": " من", "probability": 0.9921875}, {"start": 2583.82, "end": 2584.0, "word": " ال", "probability": 0.98681640625}, {"start": 2584.0, "end": 2584.26, "word": " bits", "probability": 0.88330078125}, {"start": 2584.26, "end": 2584.56, "word": " هدول", "probability": 0.8359375}, {"start": 2584.56, "end": 2584.68, "word": " أو", "probability": 0.5673828125}, {"start": 2584.68, "end": 2584.8, "word": " ال", "probability": 0.9755859375}, {"start": 2584.8, "end": 2585.02, "word": " digits", "probability": 0.9677734375}, {"start": 2585.02, "end": 2585.34, "word": " هدول", "probability": 0.9757486979166666}, {"start": 2585.34, "end": 2585.46, "word": " اللي", "probability": 0.9873046875}, {"start": 2585.46, "end": 2585.74, "word": " بدك", "probability": 0.9287109375}, {"start": 2585.74, "end": 2586.4, "word": " تغيرها", "probability": 0.984619140625}, {"start": 2586.4, "end": 2586.84, "word": " إيش", "probability": 0.85693359375}, {"start": 2586.84, "end": 2587.4, "word": " هنتغيرها", "probability": 0.8744140625}, {"start": 2587.4, "end": 2587.84, "word": " يعني", "probability": 0.7939453125}, {"start": 2587.84, "end": 2588.02, "word": " إذا", "probability": 0.973388671875}, {"start": 2588.02, "end": 2588.32, "word": " كانت", "probability": 0.976806640625}, {"start": 2588.32, "end": 2588.84, "word": " واحد", "probability": 0.984619140625}, {"start": 2588.84, "end": 2589.4, "word": " اجلبها", "probability": 0.8587646484375}, {"start": 2589.4, "end": 2589.72, "word": " صفر", "probability": 0.9759114583333334}, {"start": 2589.72, "end": 2590.04, "word": " و", "probability": 0.94580078125}, {"start": 2590.04, "end": 2590.16, "word": " إذا", "probability": 0.75244140625}, {"start": 2590.16, "end": 2590.4, "word": " كانت", "probability": 0.964111328125}, {"start": 2590.4, "end": 2590.68, "word": " صفر", "probability": 0.98876953125}, {"start": 2590.68, "end": 2591.02, "word": " اجلبها", "probability": 0.9439697265625}, {"start": 2591.02, "end": 2591.44, "word": " واحد", "probability": 0.986328125}, {"start": 2591.44, "end": 2593.3, "word": " شايف", "probability": 0.81884765625}, {"start": 2593.3, "end": 2593.8, "word": " قداش", "probability": 0.6166178385416666}, {"start": 2593.8, "end": 2594.4, "word": " كمية", "probability": 0.9895833333333334}, {"start": 2594.4, "end": 2594.92, "word": " ال", "probability": 0.9541015625}, {"start": 2594.92, "end": 2595.7, "word": " randomization", "probability": 0.845947265625}], "temperature": 1.0}, {"id": 118, "seek": 261994, "start": 2596.86, "end": 2619.94, "text": "كمية randomization عالية جدا عشان هيك واضح ان genetic algorithm هي تشخيص كامل واضح تماما لحاجة اسمها stochastic model لالموديل العشوائي طبعا لاحظ اذا كان انا بتكلم عن واحد من الف ايش يعني يعني الأرقام اللي متاح لإني اختار منها هي من واحد لألف من واحد لألف اذا كان طلع", "tokens": [24793, 10632, 4974, 2144, 6225, 6027, 10632, 10874, 28259, 6225, 8592, 7649, 39896, 4117, 4032, 46958, 5016, 16472, 12462, 9284, 39896, 6055, 8592, 9778, 1829, 9381, 9122, 10943, 1211, 4032, 46958, 5016, 46811, 10943, 995, 5296, 5016, 26108, 3660, 24525, 2304, 11296, 342, 8997, 2750, 2316, 5296, 45340, 2407, 16254, 1211, 18863, 8592, 2407, 16373, 1829, 23032, 3555, 3615, 995, 20193, 5016, 19913, 1975, 15730, 25961, 1975, 8315, 39894, 4117, 19528, 18871, 36764, 24401, 9154, 27188, 1975, 1829, 8592, 37495, 22653, 37495, 22653, 16247, 2288, 4587, 10943, 13672, 1829, 44650, 39319, 5296, 28814, 22653, 1975, 46456, 9640, 9154, 11296, 39896, 9154, 36764, 24401, 5296, 10721, 46538, 9154, 36764, 24401, 5296, 10721, 46538, 1975, 15730, 25961, 23032, 1211, 3615], "avg_logprob": -0.17410714811637623, "compression_ratio": 1.785425101214575, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2596.86, "end": 2597.24, "word": "كمية", "probability": 0.80322265625}, {"start": 2597.24, "end": 2597.84, "word": " randomization", "probability": 0.61572265625}, {"start": 2597.84, "end": 2598.2, "word": " عالية", "probability": 0.953125}, {"start": 2598.2, "end": 2598.48, "word": " جدا", "probability": 0.971923828125}, {"start": 2598.48, "end": 2598.76, "word": " عشان", "probability": 0.7644856770833334}, {"start": 2598.76, "end": 2598.94, "word": " هيك", "probability": 0.887451171875}, {"start": 2598.94, "end": 2599.26, "word": " واضح", "probability": 0.9747721354166666}, {"start": 2599.26, "end": 2599.4, "word": " ان", "probability": 0.650390625}, {"start": 2599.4, "end": 2599.64, "word": " genetic", "probability": 0.246337890625}, {"start": 2599.64, "end": 2599.98, "word": " algorithm", "probability": 0.9453125}, {"start": 2599.98, "end": 2600.38, "word": " هي", "probability": 0.88427734375}, {"start": 2600.38, "end": 2601.0, "word": " تشخيص", "probability": 0.98095703125}, {"start": 2601.0, "end": 2601.6, "word": " كامل", "probability": 0.97705078125}, {"start": 2601.6, "end": 2602.08, "word": " واضح", "probability": 0.955078125}, {"start": 2602.08, "end": 2602.58, "word": " تماما", "probability": 0.99658203125}, {"start": 2602.58, "end": 2603.3, "word": " لحاجة", "probability": 0.9049072265625}, {"start": 2603.3, "end": 2603.58, "word": " اسمها", "probability": 0.9381510416666666}, {"start": 2603.58, "end": 2604.26, "word": " stochastic", "probability": 0.7379150390625}, {"start": 2604.26, "end": 2604.68, "word": " model", "probability": 0.96826171875}, {"start": 2604.68, "end": 2605.9, "word": " لالموديل", "probability": 0.6411865234375}, {"start": 2605.9, "end": 2606.58, "word": " العشوائي", "probability": 0.97890625}, {"start": 2606.58, "end": 2608.58, "word": " طبعا", "probability": 0.88037109375}, {"start": 2608.58, "end": 2609.26, "word": " لاحظ", "probability": 0.8810221354166666}, {"start": 2609.26, "end": 2609.48, "word": " اذا", "probability": 0.74755859375}, {"start": 2609.48, "end": 2609.66, "word": " كان", "probability": 0.6865234375}, {"start": 2609.66, "end": 2609.74, "word": " انا", "probability": 0.780517578125}, {"start": 2609.74, "end": 2610.04, "word": " بتكلم", "probability": 0.9249674479166666}, {"start": 2610.04, "end": 2610.2, "word": " عن", "probability": 0.94580078125}, {"start": 2610.2, "end": 2610.42, "word": " واحد", "probability": 0.97509765625}, {"start": 2610.42, "end": 2610.56, "word": " من", "probability": 0.9873046875}, {"start": 2610.56, "end": 2610.88, "word": " الف", "probability": 0.81396484375}, {"start": 2610.88, "end": 2611.32, "word": " ايش", "probability": 0.7711588541666666}, {"start": 2611.32, "end": 2611.62, "word": " يعني", "probability": 0.909423828125}, {"start": 2611.62, "end": 2612.28, "word": " يعني", "probability": 0.6697998046875}, {"start": 2612.28, "end": 2613.48, "word": " الأرقام", "probability": 0.9085693359375}, {"start": 2613.48, "end": 2613.66, "word": " اللي", "probability": 0.867919921875}, {"start": 2613.66, "end": 2614.1, "word": " متاح", "probability": 0.9072265625}, {"start": 2614.1, "end": 2614.46, "word": " لإني", "probability": 0.8230794270833334}, {"start": 2614.46, "end": 2614.92, "word": " اختار", "probability": 0.9192708333333334}, {"start": 2614.92, "end": 2615.2, "word": " منها", "probability": 0.977294921875}, {"start": 2615.2, "end": 2615.36, "word": " هي", "probability": 0.82177734375}, {"start": 2615.36, "end": 2615.5, "word": " من", "probability": 0.99072265625}, {"start": 2615.5, "end": 2615.78, "word": " واحد", "probability": 0.9599609375}, {"start": 2615.78, "end": 2616.28, "word": " لألف", "probability": 0.7855631510416666}, {"start": 2616.28, "end": 2617.96, "word": " من", "probability": 0.9013671875}, {"start": 2617.96, "end": 2618.26, "word": " واحد", "probability": 0.980712890625}, {"start": 2618.26, "end": 2618.62, "word": " لألف", "probability": 0.9007161458333334}, {"start": 2618.62, "end": 2619.44, "word": " اذا", "probability": 0.76318359375}, {"start": 2619.44, "end": 2619.62, "word": " كان", "probability": 0.99560546875}, {"start": 2619.62, "end": 2619.94, "word": " طلع", "probability": 0.9661458333333334}], "temperature": 1.0}, {"id": 119, "seek": 264062, "start": 2620.74, "end": 2640.62, "text": "say مثلا انت حط اي رقم من عندك المهم انه اعطيته chance انه رقم من الف رقم ممكن يعملهم generation يمكن يعملهم generation فبهذا الشكل بتتم اذا كان واحد من الف او واحد من مية واحد من مية تمام فافترض انه عند ستة ماطلعش", "tokens": [21664, 50113, 15040, 16472, 2655, 11331, 9566, 1975, 1829, 12602, 4587, 2304, 9154, 43242, 4117, 9673, 16095, 16472, 3224, 1975, 3615, 9566, 36081, 3224, 2931, 16472, 3224, 12602, 4587, 2304, 9154, 27188, 12602, 4587, 2304, 3714, 43020, 7251, 25957, 1211, 16095, 5125, 7251, 43020, 7251, 25957, 1211, 16095, 5125, 6156, 3555, 3224, 15730, 25124, 28820, 39894, 39237, 1975, 15730, 25961, 36764, 24401, 9154, 27188, 1975, 2407, 36764, 24401, 9154, 3714, 10632, 36764, 24401, 9154, 3714, 10632, 46811, 10943, 6156, 31845, 2655, 43042, 16472, 3224, 43242, 8608, 2655, 3660, 19446, 9566, 1211, 3615, 8592], "avg_logprob": -0.1465259311681098, "compression_ratio": 1.9037433155080214, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 2620.74, "end": 2621.1, "word": "say", "probability": 0.358154296875}, {"start": 2621.1, "end": 2621.48, "word": " مثلا", "probability": 0.94970703125}, {"start": 2621.48, "end": 2621.76, "word": " انت", "probability": 0.674560546875}, {"start": 2621.76, "end": 2621.98, "word": " حط", "probability": 0.91015625}, {"start": 2621.98, "end": 2622.14, "word": " اي", "probability": 0.684326171875}, {"start": 2622.14, "end": 2622.36, "word": " رقم", "probability": 0.9947916666666666}, {"start": 2622.36, "end": 2622.48, "word": " من", "probability": 0.9365234375}, {"start": 2622.48, "end": 2622.82, "word": " عندك", "probability": 0.996337890625}, {"start": 2622.82, "end": 2623.28, "word": " المهم", "probability": 0.919189453125}, {"start": 2623.28, "end": 2623.58, "word": " انه", "probability": 0.82958984375}, {"start": 2623.58, "end": 2624.04, "word": " اعطيته", "probability": 0.81806640625}, {"start": 2624.04, "end": 2624.4, "word": " chance", "probability": 0.5537109375}, {"start": 2624.4, "end": 2624.68, "word": " انه", "probability": 0.730224609375}, {"start": 2624.68, "end": 2625.1, "word": " رقم", "probability": 0.9775390625}, {"start": 2625.1, "end": 2625.26, "word": " من", "probability": 0.9931640625}, {"start": 2625.26, "end": 2625.48, "word": " الف", "probability": 0.8125}, {"start": 2625.48, "end": 2625.82, "word": " رقم", "probability": 0.9915364583333334}, {"start": 2625.82, "end": 2626.44, "word": " ممكن", "probability": 0.895263671875}, {"start": 2626.44, "end": 2626.94, "word": " يعملهم", "probability": 0.9222412109375}, {"start": 2626.94, "end": 2627.42, "word": " generation", "probability": 0.927734375}, {"start": 2627.42, "end": 2627.82, "word": " يمكن", "probability": 0.615234375}, {"start": 2627.82, "end": 2628.32, "word": " يعملهم", "probability": 0.9385986328125}, {"start": 2628.32, "end": 2629.06, "word": " generation", "probability": 0.9345703125}, {"start": 2629.06, "end": 2630.5, "word": " فبهذا", "probability": 0.890380859375}, {"start": 2630.5, "end": 2630.84, "word": " الشكل", "probability": 0.991455078125}, {"start": 2630.84, "end": 2631.32, "word": " بتتم", "probability": 0.5548095703125}, {"start": 2631.32, "end": 2632.48, "word": " اذا", "probability": 0.8955078125}, {"start": 2632.48, "end": 2632.84, "word": " كان", "probability": 0.99169921875}, {"start": 2632.84, "end": 2633.4, "word": " واحد", "probability": 0.979248046875}, {"start": 2633.4, "end": 2633.54, "word": " من", "probability": 0.9951171875}, {"start": 2633.54, "end": 2633.7, "word": " الف", "probability": 0.8798828125}, {"start": 2633.7, "end": 2634.0, "word": " او", "probability": 0.9345703125}, {"start": 2634.0, "end": 2634.64, "word": " واحد", "probability": 0.9912109375}, {"start": 2634.64, "end": 2635.1, "word": " من", "probability": 0.99462890625}, {"start": 2635.1, "end": 2635.58, "word": " مية", "probability": 0.92431640625}, {"start": 2635.58, "end": 2636.08, "word": " واحد", "probability": 0.802001953125}, {"start": 2636.08, "end": 2636.2, "word": " من", "probability": 0.97509765625}, {"start": 2636.2, "end": 2636.46, "word": " مية", "probability": 0.96240234375}, {"start": 2636.46, "end": 2637.16, "word": " تمام", "probability": 0.86328125}, {"start": 2637.16, "end": 2638.08, "word": " فافترض", "probability": 0.9246826171875}, {"start": 2638.08, "end": 2638.6, "word": " انه", "probability": 0.970458984375}, {"start": 2638.6, "end": 2639.06, "word": " عند", "probability": 0.99169921875}, {"start": 2639.06, "end": 2639.58, "word": " ستة", "probability": 0.9150390625}, {"start": 2639.58, "end": 2640.62, "word": " ماطلعش", "probability": 0.87734375}], "temperature": 1.0}, {"id": 120, "seek": 266072, "start": 2642.78, "end": 2660.72, "text": "ما طلعش معناته مش هنعمله اي mutation اي طفرة ولا اتنين في تلاتة عمل في تلاتة عمل فأعطيته code اختار ليه من واحد لاربعة اختار لنا اتنين خلاص مدام اختار اتنين باشي بتطلع جدش قيمة اتنين واحد بجلبها صفر", "tokens": [15042, 23032, 1211, 3615, 8592, 20449, 8315, 47395, 37893, 8032, 1863, 25957, 43761, 1975, 1829, 27960, 1975, 1829, 23032, 5172, 25720, 49429, 1975, 2655, 1863, 9957, 8978, 6055, 1211, 9307, 3660, 6225, 42213, 8978, 6055, 1211, 9307, 3660, 6225, 42213, 6156, 10721, 3615, 9566, 36081, 3224, 3089, 1975, 46456, 9640, 32239, 3224, 9154, 36764, 24401, 5296, 9640, 3555, 27884, 1975, 46456, 9640, 5296, 8315, 1975, 2655, 1863, 9957, 16490, 1211, 33546, 3714, 3215, 10943, 1975, 46456, 9640, 1975, 2655, 1863, 9957, 4724, 33599, 1829, 39894, 9566, 1211, 3615, 10874, 3215, 8592, 12174, 32640, 3660, 1975, 2655, 1863, 9957, 36764, 24401, 4724, 7435, 46152, 11296, 20328, 5172, 2288], "avg_logprob": -0.14901620411762484, "compression_ratio": 1.8404255319148937, "no_speech_prob": 2.5033950805664062e-06, "words": [{"start": 2642.78, "end": 2643.02, "word": "ما", "probability": 0.403564453125}, {"start": 2643.02, "end": 2643.44, "word": " طلعش", "probability": 0.9425048828125}, {"start": 2643.44, "end": 2643.76, "word": " معناته", "probability": 0.76171875}, {"start": 2643.76, "end": 2643.88, "word": " مش", "probability": 0.9345703125}, {"start": 2643.88, "end": 2644.32, "word": " هنعمله", "probability": 0.9404296875}, {"start": 2644.32, "end": 2644.7, "word": " اي", "probability": 0.6866455078125}, {"start": 2644.7, "end": 2645.9, "word": " mutation", "probability": 0.81640625}, {"start": 2645.9, "end": 2646.3, "word": " اي", "probability": 0.717529296875}, {"start": 2646.3, "end": 2646.62, "word": " طفرة", "probability": 0.9612630208333334}, {"start": 2646.62, "end": 2647.1, "word": " ولا", "probability": 0.951171875}, {"start": 2647.1, "end": 2647.46, "word": " اتنين", "probability": 0.9261474609375}, {"start": 2647.46, "end": 2647.64, "word": " في", "probability": 0.45751953125}, {"start": 2647.64, "end": 2647.96, "word": " تلاتة", "probability": 0.93603515625}, {"start": 2647.96, "end": 2648.22, "word": " عمل", "probability": 0.945068359375}, {"start": 2648.22, "end": 2649.0, "word": " في", "probability": 0.51708984375}, {"start": 2649.0, "end": 2649.38, "word": " تلاتة", "probability": 0.9808349609375}, {"start": 2649.38, "end": 2649.64, "word": " عمل", "probability": 0.958740234375}, {"start": 2649.64, "end": 2650.38, "word": " فأعطيته", "probability": 0.8166910807291666}, {"start": 2650.38, "end": 2650.8, "word": " code", "probability": 0.94287109375}, {"start": 2650.8, "end": 2651.58, "word": " اختار", "probability": 0.9646809895833334}, {"start": 2651.58, "end": 2651.86, "word": " ليه", "probability": 0.775390625}, {"start": 2651.86, "end": 2652.56, "word": " من", "probability": 0.9111328125}, {"start": 2652.56, "end": 2652.86, "word": " واحد", "probability": 0.853759765625}, {"start": 2652.86, "end": 2653.42, "word": " لاربعة", "probability": 0.8973388671875}, {"start": 2653.42, "end": 2654.4, "word": " اختار", "probability": 0.9755859375}, {"start": 2654.4, "end": 2654.58, "word": " لنا", "probability": 0.7166748046875}, {"start": 2654.58, "end": 2654.92, "word": " اتنين", "probability": 0.9849853515625}, {"start": 2654.92, "end": 2655.7, "word": " خلاص", "probability": 0.9689127604166666}, {"start": 2655.7, "end": 2656.24, "word": " مدام", "probability": 0.8173828125}, {"start": 2656.24, "end": 2656.58, "word": " اختار", "probability": 0.9783528645833334}, {"start": 2656.58, "end": 2657.06, "word": " اتنين", "probability": 0.948974609375}, {"start": 2657.06, "end": 2657.5, "word": " باشي", "probability": 0.7638346354166666}, {"start": 2657.5, "end": 2657.86, "word": " بتطلع", "probability": 0.9053955078125}, {"start": 2657.86, "end": 2658.14, "word": " جدش", "probability": 0.6800944010416666}, {"start": 2658.14, "end": 2658.44, "word": " قيمة", "probability": 0.9345703125}, {"start": 2658.44, "end": 2658.82, "word": " اتنين", "probability": 0.9693603515625}, {"start": 2658.82, "end": 2659.88, "word": " واحد", "probability": 0.949951171875}, {"start": 2659.88, "end": 2660.36, "word": " بجلبها", "probability": 0.9248046875}, {"start": 2660.36, "end": 2660.72, "word": " صفر", "probability": 0.9270833333333334}], "temperature": 1.0}, {"id": 121, "seek": 268735, "start": 2661.35, "end": 2687.35, "text": "هي ال mutation هي الطفرة الرابع ما غيرش فيه إشي الخامس صدفت إنه والله أه بده يعمل ال mutation باجي برضه نفس الكلام بعمله اختارلك ال code طبعا ال code اللي برمجي هو اللي بقوله اختارلك واحد اتنين تلاتة أربعة واحد منهم اختار فاختار تلاتة باجي بتطلع على تلاتة جدش قيمة ال ال ال gene التالت فيه ال chromosome صفر بجلبه لواحد", "tokens": [3224, 1829, 2423, 27960, 39896, 41950, 5172, 25720, 34892, 16758, 3615, 19446, 32771, 13546, 8592, 8978, 3224, 11933, 8592, 1829, 33962, 10943, 3794, 20328, 3215, 5172, 2655, 36145, 3224, 16070, 43761, 5551, 3224, 47525, 3224, 7251, 25957, 1211, 2423, 27960, 4724, 26108, 1829, 4724, 43042, 3224, 8717, 36178, 2423, 28820, 10943, 4724, 25957, 43761, 1975, 46456, 9640, 23275, 2423, 3089, 23032, 3555, 3615, 995, 2423, 3089, 13672, 1829, 4724, 2288, 2304, 7435, 1829, 31439, 13672, 1829, 4724, 39648, 3224, 1975, 46456, 9640, 23275, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 5551, 25513, 27884, 36764, 24401, 9154, 16095, 1975, 46456, 9640, 6156, 47283, 2655, 9640, 6055, 1211, 9307, 3660, 4724, 26108, 1829, 39894, 9566, 1211, 3615, 15844, 6055, 1211, 9307, 3660, 10874, 3215, 8592, 12174, 32640, 3660, 2423, 2423, 2423, 12186, 16712, 6027, 2655, 8978, 3224, 2423, 42896, 20328, 5172, 2288, 4724, 7435, 46152, 3224, 5296, 14407, 24401], "avg_logprob": -0.1459023119598035, "compression_ratio": 1.988929889298893, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 2661.35, "end": 2661.59, "word": "هي", "probability": 0.735107421875}, {"start": 2661.59, "end": 2661.69, "word": " ال", "probability": 0.88232421875}, {"start": 2661.69, "end": 2662.05, "word": " mutation", "probability": 0.7978515625}, {"start": 2662.05, "end": 2662.33, "word": " هي", "probability": 0.3994140625}, {"start": 2662.33, "end": 2662.75, "word": " الطفرة", "probability": 0.9363606770833334}, {"start": 2662.75, "end": 2664.57, "word": " الرابع", "probability": 0.8153483072916666}, {"start": 2664.57, "end": 2664.79, "word": " ما", "probability": 0.66796875}, {"start": 2664.79, "end": 2665.69, "word": " غيرش", "probability": 0.8527018229166666}, {"start": 2665.69, "end": 2665.87, "word": " فيه", "probability": 0.72412109375}, {"start": 2665.87, "end": 2666.13, "word": " إشي", "probability": 0.8069661458333334}, {"start": 2666.13, "end": 2666.87, "word": " الخامس", "probability": 0.9671223958333334}, {"start": 2666.87, "end": 2667.73, "word": " صدفت", "probability": 0.8572998046875}, {"start": 2667.73, "end": 2667.91, "word": " إنه", "probability": 0.64404296875}, {"start": 2667.91, "end": 2668.17, "word": " والله", "probability": 0.86962890625}, {"start": 2668.17, "end": 2668.41, "word": " أه", "probability": 0.7900390625}, {"start": 2668.41, "end": 2668.59, "word": " بده", "probability": 0.81787109375}, {"start": 2668.59, "end": 2668.77, "word": " يعمل", "probability": 0.9900716145833334}, {"start": 2668.77, "end": 2668.87, "word": " ال", "probability": 0.8515625}, {"start": 2668.87, "end": 2669.27, "word": " mutation", "probability": 0.9921875}, {"start": 2669.27, "end": 2669.89, "word": " باجي", "probability": 0.9178059895833334}, {"start": 2669.89, "end": 2670.05, "word": " برضه", "probability": 0.9474283854166666}, {"start": 2670.05, "end": 2670.23, "word": " نفس", "probability": 0.99560546875}, {"start": 2670.23, "end": 2670.55, "word": " الكلام", "probability": 0.974609375}, {"start": 2670.55, "end": 2671.05, "word": " بعمله", "probability": 0.9112955729166666}, {"start": 2671.05, "end": 2672.01, "word": " اختارلك", "probability": 0.9248046875}, {"start": 2672.01, "end": 2672.45, "word": " ال", "probability": 0.697265625}, {"start": 2672.45, "end": 2672.63, "word": " code", "probability": 0.95947265625}, {"start": 2672.63, "end": 2672.91, "word": " طبعا", "probability": 0.96435546875}, {"start": 2672.91, "end": 2673.03, "word": " ال", "probability": 0.93896484375}, {"start": 2673.03, "end": 2673.23, "word": " code", "probability": 0.9365234375}, {"start": 2673.23, "end": 2673.41, "word": " اللي", "probability": 0.890625}, {"start": 2673.41, "end": 2673.95, "word": " برمجي", "probability": 0.81142578125}, {"start": 2673.95, "end": 2674.33, "word": " هو", "probability": 0.98828125}, {"start": 2674.33, "end": 2674.45, "word": " اللي", "probability": 0.99609375}, {"start": 2674.45, "end": 2674.77, "word": " بقوله", "probability": 0.9581705729166666}, {"start": 2674.77, "end": 2675.27, "word": " اختارلك", "probability": 0.938720703125}, {"start": 2675.27, "end": 2675.65, "word": " واحد", "probability": 0.865478515625}, {"start": 2675.65, "end": 2676.01, "word": " اتنين", "probability": 0.93359375}, {"start": 2676.01, "end": 2676.37, "word": " تلاتة", "probability": 0.9130859375}, {"start": 2676.37, "end": 2676.61, "word": " أربعة", "probability": 0.7205403645833334}, {"start": 2676.61, "end": 2676.87, "word": " واحد", "probability": 0.94287109375}, {"start": 2676.87, "end": 2677.11, "word": " منهم", "probability": 0.991943359375}, {"start": 2677.11, "end": 2677.47, "word": " اختار", "probability": 0.9685872395833334}, {"start": 2677.47, "end": 2678.23, "word": " فاختار", "probability": 0.9423828125}, {"start": 2678.23, "end": 2678.79, "word": " تلاتة", "probability": 0.97998046875}, {"start": 2678.79, "end": 2679.25, "word": " باجي", "probability": 0.9591471354166666}, {"start": 2679.25, "end": 2679.61, "word": " بتطلع", "probability": 0.84967041015625}, {"start": 2679.61, "end": 2679.73, "word": " على", "probability": 0.61865234375}, {"start": 2679.73, "end": 2680.21, "word": " تلاتة", "probability": 0.9730224609375}, {"start": 2680.21, "end": 2680.81, "word": " جدش", "probability": 0.7063802083333334}, {"start": 2680.81, "end": 2681.13, "word": " قيمة", "probability": 0.9964192708333334}, {"start": 2681.13, "end": 2681.27, "word": " ال", "probability": 0.7626953125}, {"start": 2681.27, "end": 2682.51, "word": " ال", "probability": 0.5947265625}, {"start": 2682.51, "end": 2682.89, "word": " ال", "probability": 0.66943359375}, {"start": 2682.89, "end": 2683.23, "word": " gene", "probability": 0.406982421875}, {"start": 2683.23, "end": 2683.81, "word": " التالت", "probability": 0.9357096354166666}, {"start": 2683.81, "end": 2684.27, "word": " فيه", "probability": 0.80322265625}, {"start": 2684.27, "end": 2684.89, "word": " ال", "probability": 0.395751953125}, {"start": 2684.89, "end": 2685.35, "word": " chromosome", "probability": 0.94921875}, {"start": 2685.35, "end": 2686.27, "word": " صفر", "probability": 0.9630533854166666}, {"start": 2686.27, "end": 2686.91, "word": " بجلبه", "probability": 0.9471435546875}, {"start": 2686.91, "end": 2687.35, "word": " لواحد", "probability": 0.87158203125}], "temperature": 1.0}, {"id": 122, "seek": 270441, "start": 2688.95, "end": 2704.41, "text": "السادس قيمة ماتغيرتش فخلاص هي الأكواد الجديدة أو هي ال chromosome الجديد ال population عفوًا الجديد أو الجيل الجديد بالستة chromosomes الجديد تبعه وهيهم واحدة اتنتين تلاتة", "tokens": [6027, 3794, 18513, 3794, 12174, 32640, 3660, 19446, 2655, 17082, 13546, 2655, 8592, 6156, 9778, 1211, 33546, 39896, 16247, 4117, 14407, 3215, 25724, 16254, 41891, 34051, 39896, 2423, 42896, 25724, 16254, 3215, 2423, 4415, 6225, 5172, 2407, 14111, 995, 25724, 16254, 3215, 34051, 25724, 26895, 25724, 16254, 3215, 20666, 14851, 3660, 45228, 25724, 16254, 3215, 6055, 3555, 3615, 3224, 37037, 1829, 16095, 36764, 24401, 3660, 1975, 2655, 29399, 9957, 6055, 1211, 9307, 3660], "avg_logprob": -0.3084881748702075, "compression_ratio": 1.7065868263473054, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2688.95, "end": 2689.91, "word": "السادس", "probability": 0.714324951171875}, {"start": 2689.91, "end": 2690.55, "word": " قيمة", "probability": 0.72119140625}, {"start": 2690.55, "end": 2691.09, "word": " ماتغيرتش", "probability": 0.8286539713541666}, {"start": 2691.09, "end": 2691.59, "word": " فخلاص", "probability": 0.8038330078125}, {"start": 2691.59, "end": 2692.05, "word": " هي", "probability": 0.5830078125}, {"start": 2692.05, "end": 2692.99, "word": " الأكواد", "probability": 0.8858642578125}, {"start": 2692.99, "end": 2693.59, "word": " الجديدة", "probability": 0.9615885416666666}, {"start": 2693.59, "end": 2693.95, "word": " أو", "probability": 0.6923828125}, {"start": 2693.95, "end": 2694.09, "word": " هي", "probability": 0.6376953125}, {"start": 2694.09, "end": 2694.19, "word": " ال", "probability": 0.6474609375}, {"start": 2694.19, "end": 2694.57, "word": " chromosome", "probability": 0.271240234375}, {"start": 2694.57, "end": 2695.69, "word": " الجديد", "probability": 0.93994140625}, {"start": 2695.69, "end": 2696.17, "word": " ال", "probability": 0.48095703125}, {"start": 2696.17, "end": 2697.27, "word": " population", "probability": 0.8701171875}, {"start": 2697.27, "end": 2697.65, "word": " عفوًا", "probability": 0.6428955078125}, {"start": 2697.65, "end": 2698.07, "word": " الجديد", "probability": 0.9264322916666666}, {"start": 2698.07, "end": 2698.19, "word": " أو", "probability": 0.76123046875}, {"start": 2698.19, "end": 2698.55, "word": " الجيل", "probability": 0.94873046875}, {"start": 2698.55, "end": 2699.15, "word": " الجديد", "probability": 0.9894205729166666}, {"start": 2699.15, "end": 2699.83, "word": " بالستة", "probability": 0.6357421875}, {"start": 2699.83, "end": 2700.29, "word": " chromosomes", "probability": 0.97216796875}, {"start": 2700.29, "end": 2700.75, "word": " الجديد", "probability": 0.80224609375}, {"start": 2700.75, "end": 2700.99, "word": " تبعه", "probability": 0.70318603515625}, {"start": 2700.99, "end": 2701.37, "word": " وهيهم", "probability": 0.7001546223958334}, {"start": 2701.37, "end": 2702.23, "word": " واحدة", "probability": 0.8419596354166666}, {"start": 2702.23, "end": 2703.21, "word": " اتنتين", "probability": 0.675445556640625}, {"start": 2703.21, "end": 2704.41, "word": " تلاتة", "probability": 0.975830078125}], "temperature": 1.0}, {"id": 123, "seek": 272309, "start": 2705.11, "end": 2723.09, "text": "أربعة خمسة ستة هذه الستة اللي بدنا نشتغل عليهم للجيل القادم للجيل القادم فإذن بنقدر نجمل الموضوع كالتالي إنه هنعمل coding طبعا لازم تعمله عملية coding اتحوله الأرقام ل", "tokens": [10721, 25513, 27884, 16490, 2304, 3794, 3660, 8608, 2655, 3660, 29538, 21136, 2655, 3660, 13672, 1829, 47525, 8315, 8717, 8592, 2655, 17082, 1211, 25894, 16095, 24976, 7435, 26895, 25062, 18513, 2304, 24976, 7435, 26895, 25062, 18513, 2304, 6156, 28814, 8848, 1863, 44945, 28543, 2288, 8717, 7435, 42213, 9673, 2407, 11242, 45367, 9122, 6027, 2655, 6027, 1829, 36145, 3224, 8032, 1863, 25957, 1211, 17720, 23032, 3555, 3615, 995, 5296, 31377, 2304, 6055, 25957, 43761, 6225, 42213, 10632, 17720, 1975, 2655, 5016, 12610, 3224, 16247, 2288, 4587, 10943, 5296], "avg_logprob": -0.13689630935815247, "compression_ratio": 1.7093023255813953, "no_speech_prob": 9.256601333618164e-05, "words": [{"start": 2705.11, "end": 2705.69, "word": "أربعة", "probability": 0.723388671875}, {"start": 2705.69, "end": 2706.71, "word": " خمسة", "probability": 0.8790283203125}, {"start": 2706.71, "end": 2707.37, "word": " ستة", "probability": 0.9645182291666666}, {"start": 2707.37, "end": 2707.71, "word": " هذه", "probability": 0.457275390625}, {"start": 2707.71, "end": 2708.13, "word": " الستة", "probability": 0.91650390625}, {"start": 2708.13, "end": 2708.21, "word": " اللي", "probability": 0.8759765625}, {"start": 2708.21, "end": 2708.37, "word": " بدنا", "probability": 0.7110595703125}, {"start": 2708.37, "end": 2708.69, "word": " نشتغل", "probability": 0.98984375}, {"start": 2708.69, "end": 2709.09, "word": " عليهم", "probability": 0.9775390625}, {"start": 2709.09, "end": 2710.21, "word": " للجيل", "probability": 0.7716471354166666}, {"start": 2710.21, "end": 2710.89, "word": " القادم", "probability": 0.9947916666666666}, {"start": 2710.89, "end": 2711.63, "word": " للجيل", "probability": 0.96826171875}, {"start": 2711.63, "end": 2712.11, "word": " القادم", "probability": 0.9915364583333334}, {"start": 2712.11, "end": 2712.69, "word": " فإذن", "probability": 0.789306640625}, {"start": 2712.69, "end": 2713.37, "word": " بنقدر", "probability": 0.90966796875}, {"start": 2713.37, "end": 2714.19, "word": " نجمل", "probability": 0.9724934895833334}, {"start": 2714.19, "end": 2715.37, "word": " الموضوع", "probability": 0.997314453125}, {"start": 2715.37, "end": 2716.53, "word": " كالتالي", "probability": 0.892578125}, {"start": 2716.53, "end": 2717.07, "word": " إنه", "probability": 0.678466796875}, {"start": 2717.07, "end": 2717.39, "word": " هنعمل", "probability": 0.9617919921875}, {"start": 2717.39, "end": 2717.89, "word": " coding", "probability": 0.88916015625}, {"start": 2717.89, "end": 2718.31, "word": " طبعا", "probability": 0.98388671875}, {"start": 2718.31, "end": 2718.61, "word": " لازم", "probability": 0.94482421875}, {"start": 2718.61, "end": 2719.05, "word": " تعمله", "probability": 0.884765625}, {"start": 2719.05, "end": 2719.75, "word": " عملية", "probability": 0.96337890625}, {"start": 2719.75, "end": 2720.83, "word": " coding", "probability": 0.93701171875}, {"start": 2720.83, "end": 2721.79, "word": " اتحوله", "probability": 0.8283203125}, {"start": 2721.79, "end": 2722.33, "word": " الأرقام", "probability": 0.8992919921875}, {"start": 2722.33, "end": 2723.09, "word": " ل", "probability": 0.8994140625}], "temperature": 1.0}, {"id": 124, "seek": 274616, "start": 2725.32, "end": 2746.16, "text": "01 بعدين هنعمل عملية evaluation هذه عملية ال evaluation تمام خلصنا عملية evaluation بنروح لعملية ال selection بناء على ال evaluation يعني ال roulette هذه هتتجسم ك by بناء على القيم بتاعة ال evaluation values هدول أو ال fitness", "tokens": [10607, 39182, 9957, 8032, 1863, 25957, 1211, 6225, 42213, 10632, 13344, 29538, 6225, 42213, 10632, 2423, 13344, 46811, 10943, 16490, 1211, 9381, 8315, 6225, 42213, 10632, 13344, 44945, 32887, 5016, 5296, 25957, 1211, 10632, 2423, 9450, 44945, 16606, 15844, 2423, 13344, 37495, 22653, 2423, 18450, 36563, 29538, 8032, 2655, 2655, 7435, 38251, 9122, 538, 44945, 16606, 15844, 25062, 32640, 39894, 995, 27884, 2423, 13344, 4190, 8032, 3215, 12610, 34051, 2423, 15303], "avg_logprob": -0.23003472781015766, "compression_ratio": 1.8333333333333333, "no_speech_prob": 8.821487426757812e-06, "words": [{"start": 2725.3199999999997, "end": 2726.24, "word": "01", "probability": 0.09637451171875}, {"start": 2726.24, "end": 2727.16, "word": " بعدين", "probability": 0.6317138671875}, {"start": 2727.16, "end": 2727.62, "word": " هنعمل", "probability": 0.9290771484375}, {"start": 2727.62, "end": 2728.12, "word": " عملية", "probability": 0.9676106770833334}, {"start": 2728.12, "end": 2729.5, "word": " evaluation", "probability": 0.9619140625}, {"start": 2729.5, "end": 2730.06, "word": " هذه", "probability": 0.208984375}, {"start": 2730.06, "end": 2730.32, "word": " عملية", "probability": 0.9446614583333334}, {"start": 2730.32, "end": 2730.46, "word": " ال", "probability": 0.77197265625}, {"start": 2730.46, "end": 2730.94, "word": " evaluation", "probability": 0.97412109375}, {"start": 2730.94, "end": 2732.12, "word": " تمام", "probability": 0.83740234375}, {"start": 2732.12, "end": 2732.88, "word": " خلصنا", "probability": 0.9088134765625}, {"start": 2732.88, "end": 2733.1, "word": " عملية", "probability": 0.97802734375}, {"start": 2733.1, "end": 2733.7, "word": " evaluation", "probability": 0.77978515625}, {"start": 2733.7, "end": 2734.38, "word": " بنروح", "probability": 0.9775390625}, {"start": 2734.38, "end": 2735.08, "word": " لعملية", "probability": 0.94677734375}, {"start": 2735.08, "end": 2735.24, "word": " ال", "probability": 0.381591796875}, {"start": 2735.24, "end": 2735.78, "word": " selection", "probability": 0.970703125}, {"start": 2735.78, "end": 2736.6, "word": " بناء", "probability": 0.96142578125}, {"start": 2736.6, "end": 2736.96, "word": " على", "probability": 0.74853515625}, {"start": 2736.96, "end": 2737.14, "word": " ال", "probability": 0.90283203125}, {"start": 2737.14, "end": 2737.7, "word": " evaluation", "probability": 0.986328125}, {"start": 2737.7, "end": 2738.14, "word": " يعني", "probability": 0.90869140625}, {"start": 2738.14, "end": 2738.28, "word": " ال", "probability": 0.87255859375}, {"start": 2738.28, "end": 2738.6, "word": " roulette", "probability": 0.6220703125}, {"start": 2738.6, "end": 2738.94, "word": " هذه", "probability": 0.40966796875}, {"start": 2738.94, "end": 2740.1, "word": " هتتجسم", "probability": 0.9763671875}, {"start": 2740.1, "end": 2740.44, "word": " ك", "probability": 0.92724609375}, {"start": 2740.44, "end": 2740.84, "word": " by", "probability": 0.22412109375}, {"start": 2740.84, "end": 2741.54, "word": " بناء", "probability": 0.970947265625}, {"start": 2741.54, "end": 2741.82, "word": " على", "probability": 0.86474609375}, {"start": 2741.82, "end": 2742.3, "word": " القيم", "probability": 0.791748046875}, {"start": 2742.3, "end": 2742.56, "word": " بتاعة", "probability": 0.7752278645833334}, {"start": 2742.56, "end": 2742.72, "word": " ال", "probability": 0.89306640625}, {"start": 2742.72, "end": 2743.76, "word": " evaluation", "probability": 0.89990234375}, {"start": 2743.76, "end": 2744.7, "word": " values", "probability": 0.80908203125}, {"start": 2744.7, "end": 2744.96, "word": " هدول", "probability": 0.8347981770833334}, {"start": 2744.96, "end": 2745.36, "word": " أو", "probability": 0.419189453125}, {"start": 2745.36, "end": 2745.78, "word": " ال", "probability": 0.84326171875}, {"start": 2745.78, "end": 2746.16, "word": " fitness", "probability": 0.96142578125}], "temperature": 1.0}, {"id": 125, "seek": 276674, "start": 2747.06, "end": 2766.74, "text": "تمام اتجسمت و بدنا نختار عشان نعمل اختيارات نهاية تروح لعملية ال crossover نبدأ نشتغل عملية ال crossover و نعرف من وين و قبلها لازم ما ننساش ال probability بتاعة ال crossover هل أعمل ولا ماعملش إذا ماعملتش معناته بتصير الحالة الأخيرة هنا cloning", "tokens": [39237, 10943, 1975, 2655, 7435, 38251, 2655, 4032, 47525, 8315, 8717, 46456, 9640, 6225, 8592, 7649, 8717, 25957, 1211, 1975, 9778, 31371, 9640, 9307, 8717, 11296, 10632, 6055, 32887, 5016, 5296, 25957, 1211, 10632, 2423, 33837, 8717, 44510, 10721, 8717, 8592, 2655, 17082, 1211, 6225, 42213, 10632, 2423, 33837, 4032, 8717, 3615, 28480, 9154, 4032, 9957, 4032, 12174, 36150, 11296, 5296, 31377, 2304, 19446, 8717, 1863, 3794, 33599, 2423, 8482, 39894, 995, 27884, 2423, 33837, 8032, 1211, 5551, 25957, 1211, 49429, 19446, 25957, 1211, 8592, 11933, 15730, 19446, 25957, 1211, 2655, 8592, 20449, 8315, 47395, 39894, 9381, 13546, 21542, 6027, 3660, 16247, 9778, 48923, 34105, 596, 16638], "avg_logprob": -0.14641203689906332, "compression_ratio": 1.763157894736842, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 2747.06, "end": 2747.48, "word": "تمام", "probability": 0.74658203125}, {"start": 2747.48, "end": 2748.44, "word": " اتجسمت", "probability": 0.89013671875}, {"start": 2748.44, "end": 2748.98, "word": " و", "probability": 0.8232421875}, {"start": 2748.98, "end": 2749.5, "word": " بدنا", "probability": 0.5975341796875}, {"start": 2749.5, "end": 2750.0, "word": " نختار", "probability": 0.9814453125}, {"start": 2750.0, "end": 2750.38, "word": " عشان", "probability": 0.9345703125}, {"start": 2750.38, "end": 2751.1, "word": " نعمل", "probability": 0.99462890625}, {"start": 2751.1, "end": 2752.38, "word": " اختيارات", "probability": 0.95517578125}, {"start": 2752.38, "end": 2752.62, "word": " نهاية", "probability": 0.8157552083333334}, {"start": 2752.62, "end": 2752.94, "word": " تروح", "probability": 0.9646809895833334}, {"start": 2752.94, "end": 2753.32, "word": " لعملية", "probability": 0.9404296875}, {"start": 2753.32, "end": 2753.44, "word": " ال", "probability": 0.6845703125}, {"start": 2753.44, "end": 2753.94, "word": " crossover", "probability": 0.5693359375}, {"start": 2753.94, "end": 2754.72, "word": " نبدأ", "probability": 0.93359375}, {"start": 2754.72, "end": 2755.22, "word": " نشتغل", "probability": 0.99091796875}, {"start": 2755.22, "end": 2755.62, "word": " عملية", "probability": 0.9814453125}, {"start": 2755.62, "end": 2755.76, "word": " ال", "probability": 0.425048828125}, {"start": 2755.76, "end": 2756.18, "word": " crossover", "probability": 0.89599609375}, {"start": 2756.18, "end": 2756.34, "word": " و", "probability": 0.94873046875}, {"start": 2756.34, "end": 2756.6, "word": " نعرف", "probability": 0.9664713541666666}, {"start": 2756.6, "end": 2756.8, "word": " من", "probability": 0.9833984375}, {"start": 2756.8, "end": 2757.78, "word": " وين", "probability": 0.743408203125}, {"start": 2757.78, "end": 2758.28, "word": " و", "probability": 0.6318359375}, {"start": 2758.28, "end": 2758.78, "word": " قبلها", "probability": 0.8075358072916666}, {"start": 2758.78, "end": 2759.32, "word": " لازم", "probability": 0.8504231770833334}, {"start": 2759.32, "end": 2759.64, "word": " ما", "probability": 0.787109375}, {"start": 2759.64, "end": 2760.14, "word": " ننساش", "probability": 0.9425048828125}, {"start": 2760.14, "end": 2760.28, "word": " ال", "probability": 0.476318359375}, {"start": 2760.28, "end": 2760.82, "word": " probability", "probability": 0.9287109375}, {"start": 2760.82, "end": 2761.06, "word": " بتاعة", "probability": 0.7471516927083334}, {"start": 2761.06, "end": 2761.2, "word": " ال", "probability": 0.92138671875}, {"start": 2761.2, "end": 2761.68, "word": " crossover", "probability": 0.89013671875}, {"start": 2761.68, "end": 2762.14, "word": " هل", "probability": 0.95361328125}, {"start": 2762.14, "end": 2762.5, "word": " أعمل", "probability": 0.8341471354166666}, {"start": 2762.5, "end": 2762.64, "word": " ولا", "probability": 0.7451171875}, {"start": 2762.64, "end": 2763.16, "word": " ماعملش", "probability": 0.899169921875}, {"start": 2763.16, "end": 2763.58, "word": " إذا", "probability": 0.72802734375}, {"start": 2763.58, "end": 2764.12, "word": " ماعملتش", "probability": 0.97158203125}, {"start": 2764.12, "end": 2764.42, "word": " معناته", "probability": 0.9246419270833334}, {"start": 2764.42, "end": 2764.78, "word": " بتصير", "probability": 0.9404296875}, {"start": 2764.78, "end": 2765.16, "word": " الحالة", "probability": 0.966796875}, {"start": 2765.16, "end": 2765.5, "word": " الأخيرة", "probability": 0.9637044270833334}, {"start": 2765.5, "end": 2765.8, "word": " هنا", "probability": 0.9443359375}, {"start": 2765.8, "end": 2766.74, "word": " cloning", "probability": 0.683349609375}], "temperature": 1.0}, {"id": 126, "seek": 279301, "start": 2767.67, "end": 2793.01, "text": "استنساخ أما لأ إذا بدي أعمل معناته بنحدد عند أي location بالظبط لازم أعمل عملية ال crossover عند التاني خلاص بنبدل اتنين عند الأول لأ بنبدل التلاتة الأخرانين صار عندي تلاتة الان بنشتغل على ال mutation و برضه باحتمالية اقولكوا احتمال جدا مايطلعش معاكي mutation في الجيل كامل مايطلعش اطلاقا mutation إذا كان اشتغلت مثلا على واحد من الف", "tokens": [995, 14851, 1863, 3794, 47283, 5551, 15042, 5296, 10721, 11933, 15730, 4724, 16254, 5551, 25957, 1211, 20449, 8315, 47395, 44945, 24401, 3215, 43242, 36632, 4914, 20666, 19913, 3555, 9566, 5296, 31377, 2304, 5551, 25957, 1211, 6225, 42213, 10632, 2423, 33837, 43242, 16712, 7649, 1829, 16490, 1211, 33546, 44945, 44510, 1211, 1975, 2655, 1863, 9957, 43242, 16247, 12610, 5296, 10721, 44945, 44510, 1211, 16712, 1211, 9307, 3660, 16247, 34740, 7649, 9957, 20328, 9640, 18871, 16254, 6055, 1211, 9307, 3660, 2423, 7649, 44945, 8592, 2655, 17082, 1211, 15844, 2423, 27960, 4032, 4724, 43042, 3224, 4724, 995, 33753, 2304, 6027, 10632, 1975, 39648, 4117, 14407, 1975, 33753, 2304, 6027, 10874, 28259, 19446, 1829, 9566, 1211, 3615, 8592, 20449, 995, 4117, 1829, 27960, 8978, 25724, 26895, 9122, 10943, 1211, 19446, 1829, 9566, 1211, 3615, 8592, 1975, 9566, 15040, 4587, 995, 27960, 11933, 15730, 25961, 1975, 8592, 2655, 17082, 1211, 2655, 50113, 15040, 15844, 36764, 24401, 9154, 27188], "avg_logprob": -0.14448052567320985, "compression_ratio": 1.9894736842105263, "no_speech_prob": 4.410743713378906e-06, "words": [{"start": 2767.6700000000005, "end": 2768.3500000000004, "word": "استنساخ", "probability": 0.90556640625}, {"start": 2768.3500000000004, "end": 2769.03, "word": " أما", "probability": 0.6956787109375}, {"start": 2769.03, "end": 2769.21, "word": " لأ", "probability": 0.830810546875}, {"start": 2769.21, "end": 2769.29, "word": " إذا", "probability": 0.818603515625}, {"start": 2769.29, "end": 2769.53, "word": " بدي", "probability": 0.693603515625}, {"start": 2769.53, "end": 2769.83, "word": " أعمل", "probability": 0.9563802083333334}, {"start": 2769.83, "end": 2770.15, "word": " معناته", "probability": 0.9111328125}, {"start": 2770.15, "end": 2770.87, "word": " بنحدد", "probability": 0.9246419270833334}, {"start": 2770.87, "end": 2771.43, "word": " عند", "probability": 0.9638671875}, {"start": 2771.43, "end": 2771.75, "word": " أي", "probability": 0.84130859375}, {"start": 2771.75, "end": 2773.09, "word": " location", "probability": 0.9375}, {"start": 2773.09, "end": 2773.49, "word": " بالظبط", "probability": 0.955810546875}, {"start": 2773.49, "end": 2773.73, "word": " لازم", "probability": 0.9943033854166666}, {"start": 2773.73, "end": 2774.03, "word": " أعمل", "probability": 0.9542643229166666}, {"start": 2774.03, "end": 2774.35, "word": " عملية", "probability": 0.9864908854166666}, {"start": 2774.35, "end": 2774.47, "word": " ال", "probability": 0.428955078125}, {"start": 2774.47, "end": 2774.95, "word": " crossover", "probability": 0.477783203125}, {"start": 2774.95, "end": 2775.65, "word": " عند", "probability": 0.89599609375}, {"start": 2775.65, "end": 2776.03, "word": " التاني", "probability": 0.89501953125}, {"start": 2776.03, "end": 2776.31, "word": " خلاص", "probability": 0.986328125}, {"start": 2776.31, "end": 2776.73, "word": " بنبدل", "probability": 0.9689127604166666}, {"start": 2776.73, "end": 2777.01, "word": " اتنين", "probability": 0.89453125}, {"start": 2777.01, "end": 2777.19, "word": " عند", "probability": 0.66845703125}, {"start": 2777.19, "end": 2777.69, "word": " الأول", "probability": 0.805908203125}, {"start": 2777.69, "end": 2777.83, "word": " لأ", "probability": 0.969970703125}, {"start": 2777.83, "end": 2778.39, "word": " بنبدل", "probability": 0.9734700520833334}, {"start": 2778.39, "end": 2779.21, "word": " التلاتة", "probability": 0.897216796875}, {"start": 2779.21, "end": 2779.83, "word": " الأخرانين", "probability": 0.885986328125}, {"start": 2779.83, "end": 2780.69, "word": " صار", "probability": 0.892578125}, {"start": 2780.69, "end": 2780.87, "word": " عندي", "probability": 0.8544921875}, {"start": 2780.87, "end": 2781.25, "word": " تلاتة", "probability": 0.9805908203125}, {"start": 2781.25, "end": 2781.59, "word": " الان", "probability": 0.55682373046875}, {"start": 2781.59, "end": 2782.09, "word": " بنشتغل", "probability": 0.97197265625}, {"start": 2782.09, "end": 2782.23, "word": " على", "probability": 0.79443359375}, {"start": 2782.23, "end": 2782.35, "word": " ال", "probability": 0.97216796875}, {"start": 2782.35, "end": 2782.87, "word": " mutation", "probability": 0.98828125}, {"start": 2782.87, "end": 2783.57, "word": " و", "probability": 0.640625}, {"start": 2783.57, "end": 2783.83, "word": " برضه", "probability": 0.9327799479166666}, {"start": 2783.83, "end": 2784.25, "word": " باحتمالية", "probability": 0.793701171875}, {"start": 2784.25, "end": 2785.09, "word": " اقولكوا", "probability": 0.752685546875}, {"start": 2785.09, "end": 2785.83, "word": " احتمال", "probability": 0.97900390625}, {"start": 2785.83, "end": 2786.33, "word": " جدا", "probability": 0.992919921875}, {"start": 2786.33, "end": 2787.67, "word": " مايطلعش", "probability": 0.8978678385416666}, {"start": 2787.67, "end": 2787.93, "word": " معاكي", "probability": 0.87744140625}, {"start": 2787.93, "end": 2788.25, "word": " mutation", "probability": 0.9833984375}, {"start": 2788.25, "end": 2788.43, "word": " في", "probability": 0.890625}, {"start": 2788.43, "end": 2788.63, "word": " الجيل", "probability": 0.78466796875}, {"start": 2788.63, "end": 2789.07, "word": " كامل", "probability": 0.9443359375}, {"start": 2789.07, "end": 2790.01, "word": " مايطلعش", "probability": 0.9396158854166666}, {"start": 2790.01, "end": 2790.47, "word": " اطلاقا", "probability": 0.8337890625}, {"start": 2790.47, "end": 2790.99, "word": " mutation", "probability": 0.9755859375}, {"start": 2790.99, "end": 2791.23, "word": " إذا", "probability": 0.806396484375}, {"start": 2791.23, "end": 2791.43, "word": " كان", "probability": 0.8623046875}, {"start": 2791.43, "end": 2791.93, "word": " اشتغلت", "probability": 0.8947347005208334}, {"start": 2791.93, "end": 2792.19, "word": " مثلا", "probability": 0.7431640625}, {"start": 2792.19, "end": 2792.35, "word": " على", "probability": 0.92626953125}, {"start": 2792.35, "end": 2792.57, "word": " واحد", "probability": 0.990478515625}, {"start": 2792.57, "end": 2792.71, "word": " من", "probability": 0.994140625}, {"start": 2792.71, "end": 2793.01, "word": " الف", "probability": 0.77490234375}], "temperature": 1.0}, {"id": 127, "seek": 282064, "start": 2793.64, "end": 2820.64, "text": "فاحتمالية قليلة، كويس، هذا الآن عمل generation لمين؟ هيها، لهذه وهذه وهذه، هي رقم تلاتة، أربعة، هي خمسة، ستة، هذا new generation، نحسب لهم ال fitness عشان إيش؟ نقول هذا صار الجيل مش I، هذا الجيل I plus واحد أو كأنه هذه ال Epoch الجديدة", "tokens": [5172, 995, 33753, 2304, 6027, 10632, 12174, 20292, 37977, 12399, 9122, 45865, 3794, 12399, 23758, 6024, 48506, 6225, 42213, 5125, 32767, 9957, 22807, 39896, 11296, 12399, 46740, 24192, 37037, 24192, 37037, 24192, 12399, 39896, 12602, 4587, 2304, 6055, 1211, 9307, 3660, 12399, 5551, 25513, 27884, 12399, 39896, 16490, 2304, 3794, 3660, 12399, 8608, 2655, 3660, 12399, 23758, 777, 5125, 12399, 8717, 5016, 35457, 5296, 16095, 2423, 15303, 6225, 8592, 7649, 11933, 1829, 8592, 22807, 8717, 39648, 23758, 20328, 9640, 25724, 26895, 37893, 286, 12399, 23758, 25724, 26895, 286, 1804, 36764, 24401, 34051, 9122, 33456, 3224, 29538, 2423, 462, 2259, 339, 25724, 16254, 41891], "avg_logprob": -0.24023437686264515, "compression_ratio": 1.6244725738396624, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2793.64, "end": 2794.26, "word": "فاحتمالية", "probability": 0.9204915364583334}, {"start": 2794.26, "end": 2794.96, "word": " قليلة،", "probability": 0.768310546875}, {"start": 2794.96, "end": 2795.52, "word": " كويس،", "probability": 0.79669189453125}, {"start": 2795.52, "end": 2795.8, "word": " هذا", "probability": 0.8798828125}, {"start": 2795.8, "end": 2796.24, "word": " الآن", "probability": 0.6435546875}, {"start": 2796.24, "end": 2797.64, "word": " عمل", "probability": 0.931884765625}, {"start": 2797.64, "end": 2798.22, "word": " generation", "probability": 0.418212890625}, {"start": 2798.22, "end": 2798.88, "word": " لمين؟", "probability": 0.7229817708333334}, {"start": 2798.88, "end": 2799.22, "word": " هيها،", "probability": 0.5623372395833334}, {"start": 2799.22, "end": 2799.62, "word": " لهذه", "probability": 0.814453125}, {"start": 2799.62, "end": 2800.08, "word": " وهذه", "probability": 0.6829833984375}, {"start": 2800.08, "end": 2801.38, "word": " وهذه،", "probability": 0.7618815104166666}, {"start": 2801.38, "end": 2801.58, "word": " هي", "probability": 0.5283203125}, {"start": 2801.58, "end": 2802.24, "word": " رقم", "probability": 0.8600260416666666}, {"start": 2802.24, "end": 2803.16, "word": " تلاتة،", "probability": 0.84716796875}, {"start": 2803.16, "end": 2804.5, "word": " أربعة،", "probability": 0.8121337890625}, {"start": 2804.5, "end": 2804.66, "word": " هي", "probability": 0.5078125}, {"start": 2804.66, "end": 2805.92, "word": " خمسة،", "probability": 0.9767578125}, {"start": 2805.92, "end": 2806.98, "word": " ستة،", "probability": 0.9124755859375}, {"start": 2806.98, "end": 2807.26, "word": " هذا", "probability": 0.78173828125}, {"start": 2807.26, "end": 2807.52, "word": " new", "probability": 0.65087890625}, {"start": 2807.52, "end": 2808.24, "word": " generation،", "probability": 0.6705322265625}, {"start": 2808.24, "end": 2808.84, "word": " نحسب", "probability": 0.9309895833333334}, {"start": 2808.84, "end": 2809.08, "word": " لهم", "probability": 0.9267578125}, {"start": 2809.08, "end": 2809.22, "word": " ال", "probability": 0.9638671875}, {"start": 2809.22, "end": 2809.72, "word": " fitness", "probability": 0.9599609375}, {"start": 2809.72, "end": 2811.76, "word": " عشان", "probability": 0.8636067708333334}, {"start": 2811.76, "end": 2812.22, "word": " إيش؟", "probability": 0.8365478515625}, {"start": 2812.22, "end": 2812.5, "word": " نقول", "probability": 0.693115234375}, {"start": 2812.5, "end": 2812.74, "word": " هذا", "probability": 0.73583984375}, {"start": 2812.74, "end": 2812.98, "word": " صار", "probability": 0.84521484375}, {"start": 2812.98, "end": 2813.5, "word": " الجيل", "probability": 0.97900390625}, {"start": 2813.5, "end": 2813.84, "word": " مش", "probability": 0.91015625}, {"start": 2813.84, "end": 2814.76, "word": " I،", "probability": 0.738525390625}, {"start": 2814.76, "end": 2814.94, "word": " هذا", "probability": 0.953125}, {"start": 2814.94, "end": 2815.26, "word": " الجيل", "probability": 0.961181640625}, {"start": 2815.26, "end": 2815.52, "word": " I", "probability": 0.9794921875}, {"start": 2815.52, "end": 2815.8, "word": " plus", "probability": 0.59375}, {"start": 2815.8, "end": 2816.28, "word": " واحد", "probability": 0.76123046875}, {"start": 2816.28, "end": 2817.42, "word": " أو", "probability": 0.82666015625}, {"start": 2817.42, "end": 2818.22, "word": " كأنه", "probability": 0.8712565104166666}, {"start": 2818.22, "end": 2818.46, "word": " هذه", "probability": 0.419677734375}, {"start": 2818.46, "end": 2819.24, "word": " ال", "probability": 0.94189453125}, {"start": 2819.24, "end": 2819.72, "word": " Epoch", "probability": 0.7308756510416666}, {"start": 2819.72, "end": 2820.64, "word": " الجديدة", "probability": 0.9736328125}], "temperature": 1.0}, {"id": 128, "seek": 283637, "start": 2821.53, "end": 2836.37, "text": "هذه جيل جديد الجيل الجديد هيرجع ينعد كمان مرة على الروليت تتغير بس تقسيم الروليت بناء على القيم الجديدة بجمحهم كلهم وكل واحد بجسمه على المجموع كل واحد بجسمه على المجموع تمام", "tokens": [3224, 24192, 10874, 26895, 10874, 16254, 3215, 25724, 26895, 25724, 16254, 3215, 8032, 13546, 7435, 3615, 7251, 1863, 22488, 9122, 2304, 7649, 3714, 25720, 15844, 2423, 32887, 20292, 2655, 6055, 2655, 17082, 13546, 4724, 3794, 6055, 4587, 3794, 32640, 2423, 32887, 20292, 2655, 44945, 16606, 15844, 25062, 32640, 25724, 16254, 41891, 4724, 7435, 2304, 5016, 16095, 28242, 16095, 4032, 28820, 36764, 24401, 4724, 7435, 38251, 3224, 15844, 9673, 7435, 2304, 45367, 28242, 36764, 24401, 4724, 7435, 38251, 3224, 15844, 9673, 7435, 2304, 45367, 46811, 10943], "avg_logprob": -0.1862281985407652, "compression_ratio": 2.1, "no_speech_prob": 1.1920928955078125e-06, "words": [{"start": 2821.53, "end": 2822.03, "word": "هذه", "probability": 0.76513671875}, {"start": 2822.03, "end": 2823.01, "word": " جيل", "probability": 0.901123046875}, {"start": 2823.01, "end": 2823.51, "word": " جديد", "probability": 0.9345703125}, {"start": 2823.51, "end": 2824.51, "word": " الجيل", "probability": 0.571533203125}, {"start": 2824.51, "end": 2824.79, "word": " الجديد", "probability": 0.9873046875}, {"start": 2824.79, "end": 2825.19, "word": " هيرجع", "probability": 0.7530517578125}, {"start": 2825.19, "end": 2825.51, "word": " ينعد", "probability": 0.689453125}, {"start": 2825.51, "end": 2825.79, "word": " كمان", "probability": 0.8439127604166666}, {"start": 2825.79, "end": 2826.01, "word": " مرة", "probability": 0.9833984375}, {"start": 2826.01, "end": 2826.19, "word": " على", "probability": 0.89013671875}, {"start": 2826.19, "end": 2826.57, "word": " الروليت", "probability": 0.6312255859375}, {"start": 2826.57, "end": 2827.53, "word": " تتغير", "probability": 0.949951171875}, {"start": 2827.53, "end": 2827.81, "word": " بس", "probability": 0.8427734375}, {"start": 2827.81, "end": 2828.25, "word": " تقسيم", "probability": 0.96044921875}, {"start": 2828.25, "end": 2828.81, "word": " الروليت", "probability": 0.8555908203125}, {"start": 2828.81, "end": 2829.33, "word": " بناء", "probability": 0.93408203125}, {"start": 2829.33, "end": 2829.63, "word": " على", "probability": 0.71337890625}, {"start": 2829.63, "end": 2830.07, "word": " القيم", "probability": 0.946533203125}, {"start": 2830.07, "end": 2830.65, "word": " الجديدة", "probability": 0.9684244791666666}, {"start": 2830.65, "end": 2831.65, "word": " بجمحهم", "probability": 0.908984375}, {"start": 2831.65, "end": 2832.11, "word": " كلهم", "probability": 0.986083984375}, {"start": 2832.11, "end": 2832.53, "word": " وكل", "probability": 0.755126953125}, {"start": 2832.53, "end": 2832.75, "word": " واحد", "probability": 0.99609375}, {"start": 2832.75, "end": 2833.13, "word": " بجسمه", "probability": 0.9190673828125}, {"start": 2833.13, "end": 2833.25, "word": " على", "probability": 0.93701171875}, {"start": 2833.25, "end": 2833.71, "word": " المجموع", "probability": 0.9300537109375}, {"start": 2833.71, "end": 2834.03, "word": " كل", "probability": 0.39013671875}, {"start": 2834.03, "end": 2834.21, "word": " واحد", "probability": 0.992919921875}, {"start": 2834.21, "end": 2834.57, "word": " بجسمه", "probability": 0.93896484375}, {"start": 2834.57, "end": 2834.81, "word": " على", "probability": 0.9501953125}, {"start": 2834.81, "end": 2835.71, "word": " المجموع", "probability": 0.9727783203125}, {"start": 2835.71, "end": 2836.37, "word": " تمام", "probability": 0.941162109375}], "temperature": 1.0}, {"id": 129, "seek": 286741, "start": 2839.15, "end": 2867.41, "text": "Okay بالمرة خلّينا ناخد مثال سريع عشان نكون و نوجّف عنده المثال السريع هذا هيضيفلنا كمان إضافتين تلاتة مديش يعني أفصل أن أحنا قاعدين نتكلم في الموضوع ضايلة بس مفهومين تلاتة بدنا نضيفهم عشان خلاص تكتمل كلهم على بعض إن لو كان عندك two variables هايهم و لو كان عندك ال output أو الحل هو مش integer", "tokens": [8297, 20666, 2304, 25720, 16490, 1211, 11703, 9957, 995, 8717, 47283, 3215, 50113, 6027, 8608, 16572, 3615, 6225, 8592, 7649, 8717, 30544, 4032, 8717, 29245, 11703, 5172, 43242, 3224, 9673, 12984, 6027, 21136, 16572, 3615, 23758, 39896, 11242, 33911, 1211, 8315, 9122, 2304, 7649, 11933, 11242, 31845, 2655, 9957, 6055, 1211, 9307, 3660, 3714, 16254, 8592, 37495, 22653, 5551, 5172, 36520, 14739, 5551, 5016, 8315, 12174, 995, 22488, 9957, 8717, 2655, 4117, 19528, 8978, 9673, 2407, 11242, 45367, 48812, 995, 26895, 3660, 4724, 3794, 3714, 5172, 3224, 20498, 9957, 6055, 1211, 9307, 3660, 47525, 8315, 8717, 11242, 33911, 16095, 6225, 8592, 7649, 16490, 1211, 33546, 6055, 4117, 39237, 1211, 28242, 16095, 15844, 45030, 11242, 36145, 45164, 25961, 43242, 4117, 732, 9102, 8032, 47302, 16095, 4032, 45164, 25961, 43242, 4117, 2423, 5598, 34051, 21542, 1211, 31439, 37893, 24922], "avg_logprob": -0.1470787984089575, "compression_ratio": 1.790035587188612, "no_speech_prob": 1.6093254089355469e-06, "words": [{"start": 2839.1499999999996, "end": 2840.0699999999997, "word": "Okay", "probability": 0.91552734375}, {"start": 2840.0699999999997, "end": 2840.99, "word": " بالمرة", "probability": 0.7722981770833334}, {"start": 2840.99, "end": 2841.49, "word": " خلّينا", "probability": 0.746533203125}, {"start": 2841.49, "end": 2841.89, "word": " ناخد", "probability": 0.9803059895833334}, {"start": 2841.89, "end": 2842.45, "word": " مثال", "probability": 0.99609375}, {"start": 2842.45, "end": 2843.01, "word": " سريع", "probability": 0.99462890625}, {"start": 2843.01, "end": 2843.85, "word": " عشان", "probability": 0.8642578125}, {"start": 2843.85, "end": 2844.27, "word": " نكون", "probability": 0.94970703125}, {"start": 2844.27, "end": 2844.69, "word": " و", "probability": 0.5302734375}, {"start": 2844.69, "end": 2845.15, "word": " نوجّف", "probability": 0.7833251953125}, {"start": 2845.15, "end": 2845.51, "word": " عنده", "probability": 0.9931640625}, {"start": 2845.51, "end": 2846.47, "word": " المثال", "probability": 0.9000651041666666}, {"start": 2846.47, "end": 2846.79, "word": " السريع", "probability": 0.9884440104166666}, {"start": 2846.79, "end": 2846.99, "word": " هذا", "probability": 0.51806640625}, {"start": 2846.99, "end": 2847.97, "word": " هيضيفلنا", "probability": 0.81083984375}, {"start": 2847.97, "end": 2848.33, "word": " كمان", "probability": 0.9397786458333334}, {"start": 2848.33, "end": 2849.03, "word": " إضافتين", "probability": 0.96435546875}, {"start": 2849.03, "end": 2849.59, "word": " تلاتة", "probability": 0.922119140625}, {"start": 2849.59, "end": 2850.29, "word": " مديش", "probability": 0.5248616536458334}, {"start": 2850.29, "end": 2851.07, "word": " يعني", "probability": 0.888671875}, {"start": 2851.07, "end": 2851.55, "word": " أفصل", "probability": 0.93310546875}, {"start": 2851.55, "end": 2852.17, "word": " أن", "probability": 0.494873046875}, {"start": 2852.17, "end": 2852.35, "word": " أحنا", "probability": 0.7481282552083334}, {"start": 2852.35, "end": 2852.55, "word": " قاعدين", "probability": 0.8323974609375}, {"start": 2852.55, "end": 2852.93, "word": " نتكلم", "probability": 0.9537353515625}, {"start": 2852.93, "end": 2853.07, "word": " في", "probability": 0.9267578125}, {"start": 2853.07, "end": 2853.57, "word": " الموضوع", "probability": 0.998779296875}, {"start": 2853.57, "end": 2854.41, "word": " ضايلة", "probability": 0.9078369140625}, {"start": 2854.41, "end": 2854.53, "word": " بس", "probability": 0.9765625}, {"start": 2854.53, "end": 2855.03, "word": " مفهومين", "probability": 0.97265625}, {"start": 2855.03, "end": 2855.37, "word": " تلاتة", "probability": 0.991455078125}, {"start": 2855.37, "end": 2855.69, "word": " بدنا", "probability": 0.8076171875}, {"start": 2855.69, "end": 2856.05, "word": " نضيفهم", "probability": 0.9857177734375}, {"start": 2856.05, "end": 2856.27, "word": " عشان", "probability": 0.9736328125}, {"start": 2856.27, "end": 2856.55, "word": " خلاص", "probability": 0.93505859375}, {"start": 2856.55, "end": 2857.05, "word": " تكتمل", "probability": 0.954345703125}, {"start": 2857.05, "end": 2857.57, "word": " كلهم", "probability": 0.97412109375}, {"start": 2857.57, "end": 2857.73, "word": " على", "probability": 0.8388671875}, {"start": 2857.73, "end": 2858.07, "word": " بعض", "probability": 0.994873046875}, {"start": 2858.07, "end": 2858.61, "word": " إن", "probability": 0.52685546875}, {"start": 2858.61, "end": 2858.87, "word": " لو", "probability": 0.6357421875}, {"start": 2858.87, "end": 2859.07, "word": " كان", "probability": 0.99267578125}, {"start": 2859.07, "end": 2859.57, "word": " عندك", "probability": 0.994873046875}, {"start": 2859.57, "end": 2860.13, "word": " two", "probability": 0.72607421875}, {"start": 2860.13, "end": 2860.69, "word": " variables", "probability": 0.94189453125}, {"start": 2860.69, "end": 2862.19, "word": " هايهم", "probability": 0.6650390625}, {"start": 2862.19, "end": 2862.61, "word": " و", "probability": 0.5244140625}, {"start": 2862.61, "end": 2862.79, "word": " لو", "probability": 0.98291015625}, {"start": 2862.79, "end": 2863.01, "word": " كان", "probability": 0.99560546875}, {"start": 2863.01, "end": 2863.51, "word": " عندك", "probability": 0.994384765625}, {"start": 2863.51, "end": 2863.77, "word": " ال", "probability": 0.9658203125}, {"start": 2863.77, "end": 2864.37, "word": " output", "probability": 0.94921875}, {"start": 2864.37, "end": 2865.13, "word": " أو", "probability": 0.8759765625}, {"start": 2865.13, "end": 2866.45, "word": " الحل", "probability": 0.971435546875}, {"start": 2866.45, "end": 2866.83, "word": " هو", "probability": 0.984375}, {"start": 2866.83, "end": 2867.01, "word": " مش", "probability": 0.9931640625}, {"start": 2867.01, "end": 2867.41, "word": " integer", "probability": 0.8701171875}], "temperature": 1.0}, {"id": 130, "seek": 289263, "start": 2868.43, "end": 2892.63, "text": "فالنقطين هدولة بس بدنا نوضحهم في مثلنا هذا عشان تكون اكتملت عندنا الرؤية لل genetic algorithm بكل .. خليني أقول تفاصيلها و بنخلي ال model الكبير اللي بدنا نشتغله ك case study للمرة القادمة مبدأيا لو عند ال .. ال .. ال function اللي بداش تشتغل عليها واضح أن هي function two dimension function فيها X و فيها Y معناه ذلك أنه ال function تبعتنا", "tokens": [5172, 6027, 1863, 47432, 9957, 8032, 3215, 12610, 3660, 4724, 3794, 47525, 8315, 8717, 2407, 11242, 5016, 16095, 8978, 50113, 1211, 8315, 23758, 6225, 8592, 7649, 6055, 30544, 1975, 4117, 39237, 1211, 2655, 43242, 8315, 34892, 33604, 10632, 24976, 12462, 9284, 4724, 28820, 4386, 16490, 1211, 9957, 1829, 5551, 39648, 6055, 5172, 33546, 26895, 11296, 4032, 44945, 9778, 20292, 2423, 2316, 33251, 3555, 13546, 13672, 1829, 47525, 8315, 8717, 8592, 2655, 17082, 43761, 9122, 1389, 2979, 5296, 19528, 25720, 25062, 18513, 46007, 3714, 44510, 10721, 25528, 45164, 43242, 2423, 4386, 2423, 4386, 2423, 2445, 13672, 1829, 47525, 33599, 6055, 8592, 2655, 17082, 1211, 25894, 11296, 4032, 46958, 5016, 14739, 39896, 2445, 732, 10139, 2445, 8978, 11296, 1783, 4032, 8978, 11296, 398, 20449, 8315, 3224, 29910, 23275, 14739, 3224, 2423, 2445, 6055, 3555, 34268, 8315], "avg_logprob": -0.1766203690458227, "compression_ratio": 1.7682119205298013, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2868.4300000000003, "end": 2869.15, "word": "فالنقطين", "probability": 0.8044921875}, {"start": 2869.15, "end": 2869.53, "word": " هدولة", "probability": 0.8350830078125}, {"start": 2869.53, "end": 2869.67, "word": " بس", "probability": 0.884765625}, {"start": 2869.67, "end": 2869.87, "word": " بدنا", "probability": 0.89404296875}, {"start": 2869.87, "end": 2870.31, "word": " نوضحهم", "probability": 0.96201171875}, {"start": 2870.31, "end": 2870.43, "word": " في", "probability": 0.8056640625}, {"start": 2870.43, "end": 2870.83, "word": " مثلنا", "probability": 0.9186197916666666}, {"start": 2870.83, "end": 2871.15, "word": " هذا", "probability": 0.68115234375}, {"start": 2871.15, "end": 2871.97, "word": " عشان", "probability": 0.9441731770833334}, {"start": 2871.97, "end": 2872.29, "word": " تكون", "probability": 0.957275390625}, {"start": 2872.29, "end": 2872.81, "word": " اكتملت", "probability": 0.879296875}, {"start": 2872.81, "end": 2873.51, "word": " عندنا", "probability": 0.81494140625}, {"start": 2873.51, "end": 2873.93, "word": " الرؤية", "probability": 0.96630859375}, {"start": 2873.93, "end": 2874.05, "word": " لل", "probability": 0.71630859375}, {"start": 2874.05, "end": 2874.31, "word": " genetic", "probability": 0.56640625}, {"start": 2874.31, "end": 2874.85, "word": " algorithm", "probability": 0.90673828125}, {"start": 2874.85, "end": 2875.65, "word": " بكل", "probability": 0.865966796875}, {"start": 2875.65, "end": 2876.15, "word": " ..", "probability": 0.162353515625}, {"start": 2876.15, "end": 2876.59, "word": " خليني", "probability": 0.80706787109375}, {"start": 2876.59, "end": 2876.75, "word": " أقول", "probability": 0.7861328125}, {"start": 2876.75, "end": 2877.49, "word": " تفاصيلها", "probability": 0.97919921875}, {"start": 2877.49, "end": 2878.75, "word": " و", "probability": 0.67578125}, {"start": 2878.75, "end": 2879.39, "word": " بنخلي", "probability": 0.6072184244791666}, {"start": 2879.39, "end": 2879.85, "word": " ال", "probability": 0.7490234375}, {"start": 2879.85, "end": 2880.09, "word": " model", "probability": 0.92236328125}, {"start": 2880.09, "end": 2880.67, "word": " الكبير", "probability": 0.97265625}, {"start": 2880.67, "end": 2880.81, "word": " اللي", "probability": 0.951416015625}, {"start": 2880.81, "end": 2881.01, "word": " بدنا", "probability": 0.904052734375}, {"start": 2881.01, "end": 2881.57, "word": " نشتغله", "probability": 0.98955078125}, {"start": 2881.57, "end": 2882.09, "word": " ك", "probability": 0.96337890625}, {"start": 2882.09, "end": 2882.45, "word": " case", "probability": 0.94189453125}, {"start": 2882.45, "end": 2882.81, "word": " study", "probability": 0.96533203125}, {"start": 2882.81, "end": 2883.17, "word": " للمرة", "probability": 0.9710286458333334}, {"start": 2883.17, "end": 2883.61, "word": " القادمة", "probability": 0.9923502604166666}, {"start": 2883.61, "end": 2884.31, "word": " مبدأيا", "probability": 0.8414306640625}, {"start": 2884.31, "end": 2884.43, "word": " لو", "probability": 0.556640625}, {"start": 2884.43, "end": 2884.61, "word": " عند", "probability": 0.77734375}, {"start": 2884.61, "end": 2884.85, "word": " ال", "probability": 0.43505859375}, {"start": 2884.85, "end": 2884.85, "word": " ..", "probability": 0.4404296875}, {"start": 2884.85, "end": 2885.21, "word": " ال", "probability": 0.962890625}, {"start": 2885.21, "end": 2885.21, "word": " ..", "probability": 0.50830078125}, {"start": 2885.21, "end": 2885.31, "word": " ال", "probability": 0.9765625}, {"start": 2885.31, "end": 2885.71, "word": " function", "probability": 0.9345703125}, {"start": 2885.71, "end": 2885.93, "word": " اللي", "probability": 0.9716796875}, {"start": 2885.93, "end": 2886.17, "word": " بداش", "probability": 0.78076171875}, {"start": 2886.17, "end": 2886.39, "word": " تشتغل", "probability": 0.84755859375}, {"start": 2886.39, "end": 2886.67, "word": " عليها", "probability": 0.94140625}, {"start": 2886.67, "end": 2886.93, "word": " واضح", "probability": 0.98388671875}, {"start": 2886.93, "end": 2887.05, "word": " أن", "probability": 0.52978515625}, {"start": 2887.05, "end": 2887.13, "word": " هي", "probability": 0.71728515625}, {"start": 2887.13, "end": 2887.61, "word": " function", "probability": 0.859375}, {"start": 2887.61, "end": 2887.99, "word": " two", "probability": 0.765625}, {"start": 2887.99, "end": 2888.43, "word": " dimension", "probability": 0.74853515625}, {"start": 2888.43, "end": 2889.05, "word": " function", "probability": 0.904296875}, {"start": 2889.05, "end": 2889.61, "word": " فيها", "probability": 0.977294921875}, {"start": 2889.61, "end": 2889.77, "word": " X", "probability": 0.53759765625}, {"start": 2889.77, "end": 2889.87, "word": " و", "probability": 0.95654296875}, {"start": 2889.87, "end": 2890.03, "word": " فيها", "probability": 0.841552734375}, {"start": 2890.03, "end": 2890.33, "word": " Y", "probability": 0.99560546875}, {"start": 2890.33, "end": 2890.81, "word": " معناه", "probability": 0.7025553385416666}, {"start": 2890.81, "end": 2890.99, "word": " ذلك", "probability": 0.9931640625}, {"start": 2890.99, "end": 2891.29, "word": " أنه", "probability": 0.786376953125}, {"start": 2891.29, "end": 2891.71, "word": " ال", "probability": 0.95556640625}, {"start": 2891.71, "end": 2892.07, "word": " function", "probability": 0.96337890625}, {"start": 2892.07, "end": 2892.63, "word": " تبعتنا", "probability": 0.966552734375}], "temperature": 1.0}, {"id": 131, "seek": 290929, "start": 2893.77, "end": 2909.29, "text": "هي فيها متغيرين x و y و معادلة كبيرة هي شايفينها ضخمة بهذا الشكل اللي احنا شايفينه اول شغلة باجي بتطلع جدش عدد ال variable استبعته اتنين x و y", "tokens": [3224, 1829, 8978, 11296, 44650, 17082, 13546, 9957, 2031, 4032, 288, 4032, 20449, 18513, 37977, 9122, 3555, 48923, 39896, 13412, 995, 33911, 9957, 11296, 48812, 9778, 46007, 39627, 15730, 25124, 28820, 13672, 1829, 1975, 5016, 8315, 13412, 995, 33911, 9957, 3224, 1975, 12610, 13412, 17082, 37977, 4724, 26108, 1829, 39894, 9566, 1211, 3615, 10874, 3215, 8592, 6225, 3215, 3215, 2423, 7006, 44713, 3555, 34268, 3224, 1975, 2655, 1863, 9957, 2031, 4032, 288], "avg_logprob": -0.18279108935839508, "compression_ratio": 1.528301886792453, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 2893.77, "end": 2894.55, "word": "هي", "probability": 0.5543212890625}, {"start": 2894.55, "end": 2894.93, "word": " فيها", "probability": 0.9384765625}, {"start": 2894.93, "end": 2895.77, "word": " متغيرين", "probability": 0.978271484375}, {"start": 2895.77, "end": 2896.09, "word": " x", "probability": 0.384521484375}, {"start": 2896.09, "end": 2896.23, "word": " و", "probability": 0.93359375}, {"start": 2896.23, "end": 2896.45, "word": " y", "probability": 0.876953125}, {"start": 2896.45, "end": 2897.49, "word": " و", "probability": 0.86376953125}, {"start": 2897.49, "end": 2898.01, "word": " معادلة", "probability": 0.9365234375}, {"start": 2898.01, "end": 2898.35, "word": " كبيرة", "probability": 0.9733072916666666}, {"start": 2898.35, "end": 2898.53, "word": " هي", "probability": 0.5458984375}, {"start": 2898.53, "end": 2899.17, "word": " شايفينها", "probability": 0.871826171875}, {"start": 2899.17, "end": 2899.83, "word": " ضخمة", "probability": 0.8444010416666666}, {"start": 2899.83, "end": 2901.87, "word": " بهذا", "probability": 0.88818359375}, {"start": 2901.87, "end": 2902.17, "word": " الشكل", "probability": 0.99072265625}, {"start": 2902.17, "end": 2902.31, "word": " اللي", "probability": 0.953857421875}, {"start": 2902.31, "end": 2902.57, "word": " احنا", "probability": 0.8484700520833334}, {"start": 2902.57, "end": 2903.45, "word": " شايفينه", "probability": 0.9849609375}, {"start": 2903.45, "end": 2903.93, "word": " اول", "probability": 0.76318359375}, {"start": 2903.93, "end": 2904.33, "word": " شغلة", "probability": 0.89013671875}, {"start": 2904.33, "end": 2904.87, "word": " باجي", "probability": 0.9060872395833334}, {"start": 2904.87, "end": 2905.29, "word": " بتطلع", "probability": 0.83782958984375}, {"start": 2905.29, "end": 2905.55, "word": " جدش", "probability": 0.72265625}, {"start": 2905.55, "end": 2905.79, "word": " عدد", "probability": 0.9910481770833334}, {"start": 2905.79, "end": 2905.91, "word": " ال", "probability": 0.896484375}, {"start": 2905.91, "end": 2906.21, "word": " variable", "probability": 0.470458984375}, {"start": 2906.21, "end": 2907.09, "word": " استبعته", "probability": 0.6669921875}, {"start": 2907.09, "end": 2907.77, "word": " اتنين", "probability": 0.889404296875}, {"start": 2907.77, "end": 2908.69, "word": " x", "probability": 0.783203125}, {"start": 2908.69, "end": 2909.03, "word": " و", "probability": 0.9541015625}, {"start": 2909.03, "end": 2909.29, "word": " y", "probability": 0.90576171875}], "temperature": 1.0}, {"id": 132, "seek": 293354, "start": 2910.4, "end": 2933.54, "text": "وحسب ال accuracy أنا كدش بدي اكيوريسي .. كدش بدي اكيوريسي هقول والله ال accuracy بديها تمانية digits فهيعملنا تمانية digits لكل مين؟ لكل واحد فصار عندي أول تمانية ل X و تاني تمانية ل Y كل هذا chromosome إيش يعني chromosome؟ يعني هذا حل كامل الحل الكامل عشان أقول أنا في عندي حل لازم يكون نقطة", "tokens": [2407, 5016, 35457, 2423, 14170, 41850, 9122, 3215, 8592, 4724, 16254, 1975, 4117, 1829, 13063, 1829, 3794, 1829, 4386, 9122, 3215, 8592, 4724, 16254, 1975, 4117, 1829, 13063, 1829, 3794, 1829, 8032, 39648, 16070, 43761, 2423, 14170, 4724, 16254, 11296, 46811, 7649, 10632, 27011, 6156, 3224, 1829, 25957, 1211, 8315, 46811, 7649, 10632, 27011, 5296, 28820, 3714, 9957, 22807, 5296, 28820, 36764, 24401, 6156, 9381, 9640, 18871, 16254, 5551, 12610, 46811, 7649, 10632, 5296, 1783, 4032, 6055, 7649, 1829, 46811, 7649, 10632, 5296, 398, 28242, 23758, 42896, 11933, 1829, 8592, 37495, 22653, 42896, 22807, 37495, 22653, 23758, 11331, 1211, 9122, 10943, 1211, 21542, 1211, 33251, 10943, 1211, 6225, 8592, 7649, 5551, 39648, 41850, 8978, 18871, 16254, 11331, 1211, 5296, 31377, 2304, 7251, 30544, 8717, 47432, 3660], "avg_logprob": -0.1872539323145949, "compression_ratio": 1.9588477366255144, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2910.4, "end": 2910.92, "word": "وحسب", "probability": 0.78271484375}, {"start": 2910.92, "end": 2911.02, "word": " ال", "probability": 0.95703125}, {"start": 2911.02, "end": 2911.38, "word": " accuracy", "probability": 0.6669921875}, {"start": 2911.38, "end": 2911.54, "word": " أنا", "probability": 0.45263671875}, {"start": 2911.54, "end": 2911.8, "word": " كدش", "probability": 0.5768229166666666}, {"start": 2911.8, "end": 2911.96, "word": " بدي", "probability": 0.8369140625}, {"start": 2911.96, "end": 2912.6, "word": " اكيوريسي", "probability": 0.6802455357142857}, {"start": 2912.6, "end": 2913.02, "word": " ..", "probability": 0.35400390625}, {"start": 2913.02, "end": 2913.28, "word": " كدش", "probability": 0.8448893229166666}, {"start": 2913.28, "end": 2913.46, "word": " بدي", "probability": 0.9912109375}, {"start": 2913.46, "end": 2913.86, "word": " اكيوريسي", "probability": 0.9284319196428571}, {"start": 2913.86, "end": 2914.1, "word": " هقول", "probability": 0.606201171875}, {"start": 2914.1, "end": 2914.3, "word": " والله", "probability": 0.809326171875}, {"start": 2914.3, "end": 2914.42, "word": " ال", "probability": 0.91015625}, {"start": 2914.42, "end": 2914.68, "word": " accuracy", "probability": 0.95458984375}, {"start": 2914.68, "end": 2915.26, "word": " بديها", "probability": 0.7669270833333334}, {"start": 2915.26, "end": 2916.14, "word": " تمانية", "probability": 0.8743489583333334}, {"start": 2916.14, "end": 2916.56, "word": " digits", "probability": 0.92529296875}, {"start": 2916.56, "end": 2917.66, "word": " فهيعملنا", "probability": 0.9099934895833334}, {"start": 2917.66, "end": 2917.98, "word": " تمانية", "probability": 0.9733072916666666}, {"start": 2917.98, "end": 2918.42, "word": " digits", "probability": 0.9560546875}, {"start": 2918.42, "end": 2919.58, "word": " لكل", "probability": 0.927490234375}, {"start": 2919.58, "end": 2920.56, "word": " مين؟", "probability": 0.7003580729166666}, {"start": 2920.56, "end": 2920.88, "word": " لكل", "probability": 0.958740234375}, {"start": 2920.88, "end": 2921.26, "word": " واحد", "probability": 0.997314453125}, {"start": 2921.26, "end": 2921.88, "word": " فصار", "probability": 0.93212890625}, {"start": 2921.88, "end": 2922.18, "word": " عندي", "probability": 0.7064208984375}, {"start": 2922.18, "end": 2922.56, "word": " أول", "probability": 0.81787109375}, {"start": 2922.56, "end": 2923.06, "word": " تمانية", "probability": 0.9850260416666666}, {"start": 2923.06, "end": 2923.48, "word": " ل", "probability": 0.9111328125}, {"start": 2923.48, "end": 2923.78, "word": " X", "probability": 0.64306640625}, {"start": 2923.78, "end": 2924.02, "word": " و", "probability": 0.73583984375}, {"start": 2924.02, "end": 2924.26, "word": " تاني", "probability": 0.8795572916666666}, {"start": 2924.26, "end": 2924.7, "word": " تمانية", "probability": 0.9934895833333334}, {"start": 2924.7, "end": 2924.88, "word": " ل", "probability": 0.96435546875}, {"start": 2924.88, "end": 2925.08, "word": " Y", "probability": 0.9580078125}, {"start": 2925.08, "end": 2925.44, "word": " كل", "probability": 0.6943359375}, {"start": 2925.44, "end": 2925.66, "word": " هذا", "probability": 0.86865234375}, {"start": 2925.66, "end": 2926.24, "word": " chromosome", "probability": 0.7333984375}, {"start": 2926.24, "end": 2927.12, "word": " إيش", "probability": 0.7266845703125}, {"start": 2927.12, "end": 2927.26, "word": " يعني", "probability": 0.953857421875}, {"start": 2927.26, "end": 2927.8, "word": " chromosome؟", "probability": 0.864013671875}, {"start": 2927.8, "end": 2928.04, "word": " يعني", "probability": 0.984375}, {"start": 2928.04, "end": 2928.28, "word": " هذا", "probability": 0.9287109375}, {"start": 2928.28, "end": 2928.66, "word": " حل", "probability": 0.978271484375}, {"start": 2928.66, "end": 2929.34, "word": " كامل", "probability": 0.9890950520833334}, {"start": 2929.34, "end": 2930.5, "word": " الحل", "probability": 0.928466796875}, {"start": 2930.5, "end": 2930.96, "word": " الكامل", "probability": 0.9762369791666666}, {"start": 2930.96, "end": 2931.16, "word": " عشان", "probability": 0.9716796875}, {"start": 2931.16, "end": 2931.36, "word": " أقول", "probability": 0.868896484375}, {"start": 2931.36, "end": 2931.52, "word": " أنا", "probability": 0.331787109375}, {"start": 2931.52, "end": 2931.62, "word": " في", "probability": 0.92138671875}, {"start": 2931.62, "end": 2931.92, "word": " عندي", "probability": 0.88623046875}, {"start": 2931.92, "end": 2932.24, "word": " حل", "probability": 0.995849609375}, {"start": 2932.24, "end": 2932.78, "word": " لازم", "probability": 0.98876953125}, {"start": 2932.78, "end": 2933.02, "word": " يكون", "probability": 0.994873046875}, {"start": 2933.02, "end": 2933.54, "word": " نقطة", "probability": 0.9837239583333334}], "temperature": 1.0}, {"id": 133, "seek": 295921, "start": 2934.17, "end": 2959.21, "text": "النقطة هذه x y معناه ذلك أن الحل اللي هو كرمزوم لازم يكون فيه x و فيه y مع بعضهم هاي x و y طيب الحل تبعنا من minus three ل three من minus three ل three بدنا ندور على الحل داخل هذا ال range تبعنا كويس ال range داخل ال range هذا أنا جسمت ال accuracy ب تمانية جسمنا الحل ب تمانية كل واحد منهم", "tokens": [6027, 1863, 47432, 3660, 29538, 2031, 288, 20449, 8315, 3224, 29910, 23275, 14739, 21542, 1211, 13672, 1829, 31439, 9122, 2288, 2304, 11622, 20498, 5296, 31377, 2304, 7251, 30544, 8978, 3224, 2031, 4032, 8978, 3224, 288, 20449, 45030, 11242, 16095, 8032, 47302, 2031, 4032, 288, 23032, 1829, 3555, 21542, 1211, 6055, 3555, 3615, 8315, 9154, 3175, 1045, 5296, 1045, 9154, 3175, 1045, 5296, 1045, 47525, 8315, 8717, 3215, 13063, 15844, 21542, 1211, 11778, 47283, 1211, 23758, 2423, 3613, 6055, 3555, 3615, 8315, 9122, 45865, 3794, 2423, 3613, 11778, 47283, 1211, 2423, 3613, 23758, 41850, 10874, 38251, 2655, 2423, 14170, 4724, 46811, 7649, 10632, 10874, 38251, 8315, 21542, 1211, 4724, 46811, 7649, 10632, 28242, 36764, 24401, 9154, 16095], "avg_logprob": -0.17574786426674607, "compression_ratio": 1.9075630252100841, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2934.17, "end": 2934.79, "word": "النقطة", "probability": 0.9266357421875}, {"start": 2934.79, "end": 2935.03, "word": " هذه", "probability": 0.454833984375}, {"start": 2935.03, "end": 2935.27, "word": " x", "probability": 0.281005859375}, {"start": 2935.27, "end": 2935.65, "word": " y", "probability": 0.300537109375}, {"start": 2935.65, "end": 2936.53, "word": " معناه", "probability": 0.8089192708333334}, {"start": 2936.53, "end": 2936.69, "word": " ذلك", "probability": 0.881591796875}, {"start": 2936.69, "end": 2936.83, "word": " أن", "probability": 0.45361328125}, {"start": 2936.83, "end": 2937.25, "word": " الحل", "probability": 0.9443359375}, {"start": 2937.25, "end": 2937.41, "word": " اللي", "probability": 0.82421875}, {"start": 2937.41, "end": 2937.53, "word": " هو", "probability": 0.966796875}, {"start": 2937.53, "end": 2938.03, "word": " كرمزوم", "probability": 0.797265625}, {"start": 2938.03, "end": 2938.29, "word": " لازم", "probability": 0.90771484375}, {"start": 2938.29, "end": 2938.55, "word": " يكون", "probability": 0.9921875}, {"start": 2938.55, "end": 2939.07, "word": " فيه", "probability": 0.7734375}, {"start": 2939.07, "end": 2939.27, "word": " x", "probability": 0.93115234375}, {"start": 2939.27, "end": 2939.41, "word": " و", "probability": 0.9775390625}, {"start": 2939.41, "end": 2939.55, "word": " فيه", "probability": 0.87451171875}, {"start": 2939.55, "end": 2939.77, "word": " y", "probability": 0.984375}, {"start": 2939.77, "end": 2939.93, "word": " مع", "probability": 0.99169921875}, {"start": 2939.93, "end": 2940.45, "word": " بعضهم", "probability": 0.9705403645833334}, {"start": 2940.45, "end": 2941.37, "word": " هاي", "probability": 0.4482421875}, {"start": 2941.37, "end": 2941.57, "word": " x", "probability": 0.751953125}, {"start": 2941.57, "end": 2941.69, "word": " و", "probability": 0.8037109375}, {"start": 2941.69, "end": 2941.85, "word": " y", "probability": 0.9306640625}, {"start": 2941.85, "end": 2942.31, "word": " طيب", "probability": 0.87744140625}, {"start": 2942.31, "end": 2942.81, "word": " الحل", "probability": 0.888916015625}, {"start": 2942.81, "end": 2943.17, "word": " تبعنا", "probability": 0.902099609375}, {"start": 2943.17, "end": 2943.31, "word": " من", "probability": 0.9931640625}, {"start": 2943.31, "end": 2943.65, "word": " minus", "probability": 0.20166015625}, {"start": 2943.65, "end": 2944.05, "word": " three", "probability": 0.3720703125}, {"start": 2944.05, "end": 2944.41, "word": " ل", "probability": 0.93603515625}, {"start": 2944.41, "end": 2944.77, "word": " three", "probability": 0.8671875}, {"start": 2944.77, "end": 2945.85, "word": " من", "probability": 0.8583984375}, {"start": 2945.85, "end": 2946.29, "word": " minus", "probability": 0.9404296875}, {"start": 2946.29, "end": 2946.85, "word": " three", "probability": 0.93505859375}, {"start": 2946.85, "end": 2947.15, "word": " ل", "probability": 0.98583984375}, {"start": 2947.15, "end": 2947.47, "word": " three", "probability": 0.91943359375}, {"start": 2947.47, "end": 2947.99, "word": " بدنا", "probability": 0.907470703125}, {"start": 2947.99, "end": 2948.37, "word": " ندور", "probability": 0.98388671875}, {"start": 2948.37, "end": 2948.63, "word": " على", "probability": 0.92431640625}, {"start": 2948.63, "end": 2949.07, "word": " الحل", "probability": 0.983642578125}, {"start": 2949.07, "end": 2949.41, "word": " داخل", "probability": 0.9729817708333334}, {"start": 2949.41, "end": 2949.67, "word": " هذا", "probability": 0.93701171875}, {"start": 2949.67, "end": 2950.17, "word": " ال", "probability": 0.955078125}, {"start": 2950.17, "end": 2950.43, "word": " range", "probability": 0.958984375}, {"start": 2950.43, "end": 2950.79, "word": " تبعنا", "probability": 0.9166259765625}, {"start": 2950.79, "end": 2951.23, "word": " كويس", "probability": 0.7610677083333334}, {"start": 2951.23, "end": 2951.65, "word": " ال", "probability": 0.921875}, {"start": 2951.65, "end": 2951.97, "word": " range", "probability": 0.96484375}, {"start": 2951.97, "end": 2952.37, "word": " داخل", "probability": 0.9363606770833334}, {"start": 2952.37, "end": 2952.49, "word": " ال", "probability": 0.8857421875}, {"start": 2952.49, "end": 2952.69, "word": " range", "probability": 0.9619140625}, {"start": 2952.69, "end": 2952.93, "word": " هذا", "probability": 0.75390625}, {"start": 2952.93, "end": 2953.15, "word": " أنا", "probability": 0.63427734375}, {"start": 2953.15, "end": 2953.61, "word": " جسمت", "probability": 0.9646809895833334}, {"start": 2953.61, "end": 2953.69, "word": " ال", "probability": 0.951171875}, {"start": 2953.69, "end": 2954.17, "word": " accuracy", "probability": 0.93505859375}, {"start": 2954.17, "end": 2954.71, "word": " ب", "probability": 0.50390625}, {"start": 2954.71, "end": 2955.41, "word": " تمانية", "probability": 0.8767903645833334}, {"start": 2955.41, "end": 2956.79, "word": " جسمنا", "probability": 0.8933919270833334}, {"start": 2956.79, "end": 2957.69, "word": " الحل", "probability": 0.946533203125}, {"start": 2957.69, "end": 2957.89, "word": " ب", "probability": 0.77197265625}, {"start": 2957.89, "end": 2958.25, "word": " تمانية", "probability": 0.93896484375}, {"start": 2958.25, "end": 2958.47, "word": " كل", "probability": 0.8828125}, {"start": 2958.47, "end": 2958.75, "word": " واحد", "probability": 0.995361328125}, {"start": 2958.75, "end": 2959.21, "word": " منهم", "probability": 0.9921875}], "temperature": 1.0}, {"id": 134, "seek": 298590, "start": 2960.26, "end": 2985.9, "text": "بتمانية يعني لو كله أصفار يعني الأصل أنه أنا موجود عند أقل قيمة اللي هي minus 3 و لو كله ones التمانية هدولة ل X معناته أنا المفروض عند التلاتة، هيك معناها، هيك المعنى تبعها، كويسة أقدا كيف بدنا نعمله، كالتالي أنه مبدأيا بدنا نفترض أنه هنا عدد ال population برضه هنقول أنه هنستخدمه 6", "tokens": [3555, 39237, 7649, 10632, 37495, 22653, 45164, 28242, 3224, 5551, 9381, 5172, 9640, 37495, 22653, 16247, 36520, 14739, 3224, 41850, 3714, 29245, 23328, 43242, 5551, 4587, 1211, 12174, 32640, 3660, 13672, 1829, 39896, 3175, 805, 4032, 45164, 28242, 3224, 2306, 16712, 2304, 7649, 10632, 8032, 3215, 12610, 3660, 5296, 1783, 20449, 8315, 47395, 41850, 9673, 5172, 32887, 11242, 43242, 16712, 1211, 9307, 3660, 12399, 39896, 4117, 20449, 8315, 11296, 12399, 39896, 4117, 9673, 3615, 1863, 7578, 6055, 3555, 3615, 11296, 12399, 9122, 45865, 3794, 3660, 5551, 4587, 28259, 9122, 33911, 47525, 8315, 8717, 25957, 43761, 12399, 9122, 6027, 2655, 6027, 1829, 14739, 3224, 3714, 44510, 10721, 25528, 47525, 8315, 8717, 5172, 2655, 43042, 14739, 3224, 34105, 6225, 3215, 3215, 2423, 4415, 4724, 43042, 3224, 8032, 1863, 39648, 14739, 3224, 8032, 1863, 14851, 9778, 40448, 3224, 1386], "avg_logprob": -0.16959397897233058, "compression_ratio": 1.8918918918918919, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2960.26, "end": 2960.9, "word": "بتمانية", "probability": 0.696197509765625}, {"start": 2960.9, "end": 2961.06, "word": " يعني", "probability": 0.84716796875}, {"start": 2961.06, "end": 2961.2, "word": " لو", "probability": 0.6943359375}, {"start": 2961.2, "end": 2961.82, "word": " كله", "probability": 0.825439453125}, {"start": 2961.82, "end": 2962.36, "word": " أصفار", "probability": 0.9285888671875}, {"start": 2962.36, "end": 2962.82, "word": " يعني", "probability": 0.955810546875}, {"start": 2962.82, "end": 2963.28, "word": " الأصل", "probability": 0.883056640625}, {"start": 2963.28, "end": 2963.64, "word": " أنه", "probability": 0.609130859375}, {"start": 2963.64, "end": 2963.78, "word": " أنا", "probability": 0.869140625}, {"start": 2963.78, "end": 2964.14, "word": " موجود", "probability": 0.9773763020833334}, {"start": 2964.14, "end": 2964.4, "word": " عند", "probability": 0.97607421875}, {"start": 2964.4, "end": 2964.68, "word": " أقل", "probability": 0.9777018229166666}, {"start": 2964.68, "end": 2964.96, "word": " قيمة", "probability": 0.9939778645833334}, {"start": 2964.96, "end": 2965.06, "word": " اللي", "probability": 0.787109375}, {"start": 2965.06, "end": 2965.2, "word": " هي", "probability": 0.9716796875}, {"start": 2965.2, "end": 2965.46, "word": " minus", "probability": 0.474853515625}, {"start": 2965.46, "end": 2965.84, "word": " 3", "probability": 0.603515625}, {"start": 2965.84, "end": 2966.64, "word": " و", "probability": 0.603515625}, {"start": 2966.64, "end": 2966.78, "word": " لو", "probability": 0.67919921875}, {"start": 2966.78, "end": 2967.1, "word": " كله", "probability": 0.90283203125}, {"start": 2967.1, "end": 2967.58, "word": " ones", "probability": 0.818359375}, {"start": 2967.58, "end": 2968.68, "word": " التمانية", "probability": 0.8408203125}, {"start": 2968.68, "end": 2969.24, "word": " هدولة", "probability": 0.92724609375}, {"start": 2969.24, "end": 2969.4, "word": " ل", "probability": 0.83349609375}, {"start": 2969.4, "end": 2969.72, "word": " X", "probability": 0.6005859375}, {"start": 2969.72, "end": 2970.32, "word": " معناته", "probability": 0.89404296875}, {"start": 2970.32, "end": 2970.46, "word": " أنا", "probability": 0.6904296875}, {"start": 2970.46, "end": 2970.8, "word": " المفروض", "probability": 0.99560546875}, {"start": 2970.8, "end": 2970.96, "word": " عند", "probability": 0.96533203125}, {"start": 2970.96, "end": 2971.84, "word": " التلاتة،", "probability": 0.7396484375}, {"start": 2971.84, "end": 2972.24, "word": " هيك", "probability": 0.883544921875}, {"start": 2972.24, "end": 2973.1, "word": " معناها،", "probability": 0.9658203125}, {"start": 2973.1, "end": 2973.28, "word": " هيك", "probability": 0.98291015625}, {"start": 2973.28, "end": 2973.58, "word": " المعنى", "probability": 0.9368896484375}, {"start": 2973.58, "end": 2974.22, "word": " تبعها،", "probability": 0.75126953125}, {"start": 2974.22, "end": 2975.56, "word": " كويسة", "probability": 0.9169921875}, {"start": 2975.56, "end": 2975.82, "word": " أقدا", "probability": 0.3671061197916667}, {"start": 2975.82, "end": 2976.02, "word": " كيف", "probability": 0.964599609375}, {"start": 2976.02, "end": 2976.24, "word": " بدنا", "probability": 0.945556640625}, {"start": 2976.24, "end": 2977.2, "word": " نعمله،", "probability": 0.84100341796875}, {"start": 2977.2, "end": 2977.68, "word": " كالتالي", "probability": 0.9697265625}, {"start": 2977.68, "end": 2977.94, "word": " أنه", "probability": 0.735107421875}, {"start": 2977.94, "end": 2978.4, "word": " مبدأيا", "probability": 0.899658203125}, {"start": 2978.4, "end": 2978.64, "word": " بدنا", "probability": 0.95361328125}, {"start": 2978.64, "end": 2979.14, "word": " نفترض", "probability": 0.9937744140625}, {"start": 2979.14, "end": 2979.98, "word": " أنه", "probability": 0.82763671875}, {"start": 2979.98, "end": 2981.74, "word": " هنا", "probability": 0.80810546875}, {"start": 2981.74, "end": 2981.98, "word": " عدد", "probability": 0.99072265625}, {"start": 2981.98, "end": 2982.08, "word": " ال", "probability": 0.9677734375}, {"start": 2982.08, "end": 2982.48, "word": " population", "probability": 0.9892578125}, {"start": 2982.48, "end": 2982.92, "word": " برضه", "probability": 0.98193359375}, {"start": 2982.92, "end": 2983.52, "word": " هنقول", "probability": 0.88232421875}, {"start": 2983.52, "end": 2983.9, "word": " أنه", "probability": 0.901123046875}, {"start": 2983.9, "end": 2984.86, "word": " هنستخدمه", "probability": 0.9486490885416666}, {"start": 2984.86, "end": 2985.9, "word": " 6", "probability": 0.75341796875}], "temperature": 1.0}, {"id": 135, "seek": 298968, "start": 2986.74, "end": 2989.68, "text": "ال .. ال population size 6 و", "tokens": [6027, 4386, 2423, 4415, 2744, 1386, 4032], "avg_logprob": -0.5942382961511612, "compression_ratio": 0.8461538461538461, "no_speech_prob": 7.152557373046875e-07, "words": [{"start": 2986.74, "end": 2987.08, "word": "ال", "probability": 0.5361328125}, {"start": 2987.08, "end": 2987.16, "word": " ..", "probability": 0.2344970703125}, {"start": 2987.16, "end": 2987.38, "word": " ال", "probability": 0.89111328125}, {"start": 2987.38, "end": 2988.06, "word": " population", "probability": 0.82177734375}, {"start": 2988.06, "end": 2988.62, "word": " size", "probability": 0.7080078125}, {"start": 2988.62, "end": 2989.06, "word": " 6", "probability": 0.5849609375}, {"start": 2989.06, "end": 2989.68, "word": " و", "probability": 0.78125}], "temperature": 1.0}, {"id": 136, "seek": 301734, "start": 2990.6, "end": 3017.34, "text": "8 bit string لكل متغير فهيكون هنا هذا الجزء تبع X وهذا الجزء تبع Y ولكن مع بعضهم مع بعضهم هيكونوا مبدأيا عشان نعمل عملية ال evaluation أنا المعادلة اللي عندي كانت decimal عشان نعمل عملية ال evaluation محتاج أحول كل واحد منهم هذه X انحوله ل decimal بتهالفش فيها مشكلة عملية التحويل مش هيك", "tokens": [23, 857, 6798, 5296, 28820, 44650, 17082, 13546, 6156, 3224, 1829, 30544, 34105, 23758, 25724, 11622, 38207, 6055, 3555, 3615, 1783, 37037, 15730, 25724, 11622, 38207, 6055, 3555, 3615, 398, 35525, 19452, 20449, 45030, 11242, 16095, 20449, 45030, 11242, 16095, 39896, 30544, 14407, 3714, 44510, 10721, 25528, 6225, 8592, 7649, 8717, 25957, 1211, 6225, 42213, 10632, 2423, 13344, 41850, 9673, 3615, 18513, 37977, 13672, 1829, 18871, 16254, 25961, 2655, 26601, 6225, 8592, 7649, 8717, 25957, 1211, 6225, 42213, 10632, 2423, 13344, 3714, 33753, 26108, 5551, 5016, 12610, 28242, 36764, 24401, 9154, 16095, 29538, 1783, 16472, 5016, 12610, 3224, 5296, 26601, 39894, 3224, 6027, 5172, 8592, 8978, 11296, 37893, 28820, 3660, 6225, 42213, 10632, 16712, 5016, 2407, 26895, 37893, 39896, 4117], "avg_logprob": -0.1452737603305785, "compression_ratio": 1.9149797570850202, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 2990.6, "end": 2991.0, "word": "8", "probability": 0.441162109375}, {"start": 2991.0, "end": 2991.38, "word": " bit", "probability": 0.52001953125}, {"start": 2991.38, "end": 2991.88, "word": " string", "probability": 0.58984375}, {"start": 2991.88, "end": 2992.46, "word": " لكل", "probability": 0.953125}, {"start": 2992.46, "end": 2993.3, "word": " متغير", "probability": 0.98046875}, {"start": 2993.3, "end": 2994.1, "word": " فهيكون", "probability": 0.8209228515625}, {"start": 2994.1, "end": 2994.36, "word": " هنا", "probability": 0.9794921875}, {"start": 2994.36, "end": 2994.8, "word": " هذا", "probability": 0.79345703125}, {"start": 2994.8, "end": 2995.14, "word": " الجزء", "probability": 0.9855143229166666}, {"start": 2995.14, "end": 2995.42, "word": " تبع", "probability": 0.8277994791666666}, {"start": 2995.42, "end": 2995.74, "word": " X", "probability": 0.6904296875}, {"start": 2995.74, "end": 2996.06, "word": " وهذا", "probability": 0.806884765625}, {"start": 2996.06, "end": 2996.36, "word": " الجزء", "probability": 0.9632161458333334}, {"start": 2996.36, "end": 2996.66, "word": " تبع", "probability": 0.8728841145833334}, {"start": 2996.66, "end": 2996.94, "word": " Y", "probability": 0.986328125}, {"start": 2996.94, "end": 2997.5, "word": " ولكن", "probability": 0.786376953125}, {"start": 2997.5, "end": 2998.14, "word": " مع", "probability": 0.9814453125}, {"start": 2998.14, "end": 2998.76, "word": " بعضهم", "probability": 0.9825846354166666}, {"start": 2998.76, "end": 2998.98, "word": " مع", "probability": 0.48388671875}, {"start": 2998.98, "end": 2999.74, "word": " بعضهم", "probability": 0.9952799479166666}, {"start": 2999.74, "end": 3000.36, "word": " هيكونوا", "probability": 0.781494140625}, {"start": 3000.36, "end": 3002.22, "word": " مبدأيا", "probability": 0.8956298828125}, {"start": 3002.22, "end": 3002.52, "word": " عشان", "probability": 0.966796875}, {"start": 3002.52, "end": 3002.72, "word": " نعمل", "probability": 0.9510091145833334}, {"start": 3002.72, "end": 3002.96, "word": " عملية", "probability": 0.97802734375}, {"start": 3002.96, "end": 3003.1, "word": " ال", "probability": 0.6962890625}, {"start": 3003.1, "end": 3003.68, "word": " evaluation", "probability": 0.96826171875}, {"start": 3003.68, "end": 3004.7, "word": " أنا", "probability": 0.72265625}, {"start": 3004.7, "end": 3005.04, "word": " المعادلة", "probability": 0.88720703125}, {"start": 3005.04, "end": 3005.14, "word": " اللي", "probability": 0.880126953125}, {"start": 3005.14, "end": 3005.26, "word": " عندي", "probability": 0.86181640625}, {"start": 3005.26, "end": 3005.64, "word": " كانت", "probability": 0.977294921875}, {"start": 3005.64, "end": 3006.32, "word": " decimal", "probability": 0.9794921875}, {"start": 3006.32, "end": 3007.02, "word": " عشان", "probability": 0.9845377604166666}, {"start": 3007.02, "end": 3007.2, "word": " نعمل", "probability": 0.9710286458333334}, {"start": 3007.2, "end": 3007.44, "word": " عملية", "probability": 0.9739583333333334}, {"start": 3007.44, "end": 3007.56, "word": " ال", "probability": 0.76513671875}, {"start": 3007.56, "end": 3007.96, "word": " evaluation", "probability": 0.98388671875}, {"start": 3007.96, "end": 3008.66, "word": " محتاج", "probability": 0.984375}, {"start": 3008.66, "end": 3009.22, "word": " أحول", "probability": 0.8777669270833334}, {"start": 3009.22, "end": 3009.78, "word": " كل", "probability": 0.9853515625}, {"start": 3009.78, "end": 3010.5, "word": " واحد", "probability": 0.994140625}, {"start": 3010.5, "end": 3011.1, "word": " منهم", "probability": 0.994140625}, {"start": 3011.1, "end": 3011.36, "word": " هذه", "probability": 0.478271484375}, {"start": 3011.36, "end": 3011.78, "word": " X", "probability": 0.935546875}, {"start": 3011.78, "end": 3013.0, "word": " انحوله", "probability": 0.8369140625}, {"start": 3013.0, "end": 3013.68, "word": " ل", "probability": 0.970703125}, {"start": 3013.68, "end": 3014.74, "word": " decimal", "probability": 0.93994140625}, {"start": 3014.74, "end": 3015.76, "word": " بتهالفش", "probability": 0.67802734375}, {"start": 3015.76, "end": 3015.92, "word": " فيها", "probability": 0.979248046875}, {"start": 3015.92, "end": 3016.24, "word": " مشكلة", "probability": 0.8440755208333334}, {"start": 3016.24, "end": 3016.5, "word": " عملية", "probability": 0.9739583333333334}, {"start": 3016.5, "end": 3016.88, "word": " التحويل", "probability": 0.866943359375}, {"start": 3016.88, "end": 3017.06, "word": " مش", "probability": 0.82958984375}, {"start": 3017.06, "end": 3017.34, "word": " هيك", "probability": 0.87744140625}], "temperature": 1.0}, {"id": 137, "seek": 303922, "start": 3018.38, "end": 3039.22, "text": "لسنة خامسة مش مش مش مشكلة كبيرة او لمجستير او لرابع مش هتكون اشكالية ان احنا نحولها من binary ل mean ل decimal و نفس الكلام للجزء التاني اللي هو قيمة y فنفس الاشي y بتتحول ل decimal هذه 138", "tokens": [1211, 3794, 1863, 3660, 16490, 10943, 3794, 3660, 37893, 37893, 37893, 37893, 28820, 3660, 9122, 3555, 48923, 1975, 2407, 5296, 2304, 7435, 14851, 13546, 1975, 2407, 5296, 2288, 16758, 3615, 37893, 8032, 2655, 30544, 1975, 8592, 4117, 6027, 10632, 16472, 1975, 5016, 8315, 8717, 5016, 12610, 11296, 9154, 17434, 5296, 914, 5296, 26601, 4032, 8717, 36178, 2423, 28820, 10943, 24976, 7435, 11622, 38207, 16712, 7649, 1829, 13672, 1829, 31439, 12174, 32640, 3660, 288, 6156, 1863, 36178, 2423, 33599, 1829, 288, 39894, 2655, 5016, 12610, 5296, 26601, 29538, 3705, 23], "avg_logprob": -0.18125000099341074, "compression_ratio": 1.631578947368421, "no_speech_prob": 9.953975677490234e-06, "words": [{"start": 3018.38, "end": 3019.02, "word": "لسنة", "probability": 0.77362060546875}, {"start": 3019.02, "end": 3019.4, "word": " خامسة", "probability": 0.6983642578125}, {"start": 3019.4, "end": 3019.64, "word": " مش", "probability": 0.74560546875}, {"start": 3019.64, "end": 3019.88, "word": " مش", "probability": 0.9833984375}, {"start": 3019.88, "end": 3020.02, "word": " مش", "probability": 0.990234375}, {"start": 3020.02, "end": 3020.3, "word": " مشكلة", "probability": 0.89306640625}, {"start": 3020.3, "end": 3020.6, "word": " كبيرة", "probability": 0.9830729166666666}, {"start": 3020.6, "end": 3022.04, "word": " او", "probability": 0.750244140625}, {"start": 3022.04, "end": 3023.0, "word": " لمجستير", "probability": 0.779150390625}, {"start": 3023.0, "end": 3023.28, "word": " او", "probability": 0.9501953125}, {"start": 3023.28, "end": 3024.0, "word": " لرابع", "probability": 0.845703125}, {"start": 3024.0, "end": 3024.92, "word": " مش", "probability": 0.93310546875}, {"start": 3024.92, "end": 3025.24, "word": " هتكون", "probability": 0.9822591145833334}, {"start": 3025.24, "end": 3025.68, "word": " اشكالية", "probability": 0.849658203125}, {"start": 3025.68, "end": 3025.8, "word": " ان", "probability": 0.8984375}, {"start": 3025.8, "end": 3025.98, "word": " احنا", "probability": 0.9012044270833334}, {"start": 3025.98, "end": 3026.78, "word": " نحولها", "probability": 0.9100341796875}, {"start": 3026.78, "end": 3027.44, "word": " من", "probability": 0.994140625}, {"start": 3027.44, "end": 3029.28, "word": " binary", "probability": 0.6298828125}, {"start": 3029.28, "end": 3029.78, "word": " ل", "probability": 0.7451171875}, {"start": 3029.78, "end": 3030.02, "word": " mean", "probability": 0.458251953125}, {"start": 3030.02, "end": 3030.58, "word": " ل", "probability": 0.93017578125}, {"start": 3030.58, "end": 3030.98, "word": " decimal", "probability": 0.9755859375}, {"start": 3030.98, "end": 3031.36, "word": " و", "probability": 0.8408203125}, {"start": 3031.36, "end": 3031.58, "word": " نفس", "probability": 0.858642578125}, {"start": 3031.58, "end": 3031.94, "word": " الكلام", "probability": 0.9435221354166666}, {"start": 3031.94, "end": 3032.34, "word": " للجزء", "probability": 0.8870849609375}, {"start": 3032.34, "end": 3032.74, "word": " التاني", "probability": 0.9451497395833334}, {"start": 3032.74, "end": 3032.84, "word": " اللي", "probability": 0.91162109375}, {"start": 3032.84, "end": 3033.1, "word": " هو", "probability": 0.99072265625}, {"start": 3033.1, "end": 3033.92, "word": " قيمة", "probability": 0.9923502604166666}, {"start": 3033.92, "end": 3034.4, "word": " y", "probability": 0.482666015625}, {"start": 3034.4, "end": 3035.42, "word": " فنفس", "probability": 0.9384765625}, {"start": 3035.42, "end": 3035.78, "word": " الاشي", "probability": 0.8577473958333334}, {"start": 3035.78, "end": 3036.28, "word": " y", "probability": 0.59423828125}, {"start": 3036.28, "end": 3037.28, "word": " بتتحول", "probability": 0.974365234375}, {"start": 3037.28, "end": 3037.7, "word": " ل", "probability": 0.96728515625}, {"start": 3037.7, "end": 3038.04, "word": " decimal", "probability": 0.97900390625}, {"start": 3038.04, "end": 3038.48, "word": " هذه", "probability": 0.344970703125}, {"start": 3038.48, "end": 3039.22, "word": " 138", "probability": 0.7445068359375}], "temperature": 1.0}, {"id": 138, "seek": 306148, "start": 3041.04, "end": 3061.48, "text": "decimal وهذه 59 decimal طيب الرقمين دول الحقيقة خارج ال range تبعنا اللي هو من minus 3 ل 3 خارج تماما ال range تبعنا ليش لأنه لازم خطوة نعمل الآن خطوة ان ال 138 لازم تضرب في step size او في ال accuracy", "tokens": [67, 3045, 10650, 37037, 24192, 24624, 26601, 23032, 1829, 3555, 34892, 4587, 2304, 9957, 11778, 12610, 21542, 38436, 28671, 16490, 9640, 7435, 2423, 3613, 6055, 3555, 3615, 8315, 13672, 1829, 31439, 9154, 3175, 805, 5296, 805, 16490, 9640, 7435, 46811, 10943, 995, 2423, 3613, 6055, 3555, 3615, 8315, 32239, 8592, 5296, 33456, 3224, 5296, 31377, 2304, 16490, 9566, 2407, 3660, 8717, 25957, 1211, 6024, 48506, 16490, 9566, 2407, 3660, 16472, 2423, 3705, 23, 5296, 31377, 2304, 6055, 11242, 25513, 8978, 1823, 2744, 1975, 2407, 8978, 2423, 14170], "avg_logprob": -0.21324574100700291, "compression_ratio": 1.5477386934673367, "no_speech_prob": 1.1324882507324219e-06, "words": [{"start": 3041.04, "end": 3041.68, "word": "decimal", "probability": 0.5304158528645834}, {"start": 3041.68, "end": 3042.26, "word": " وهذه", "probability": 0.650146484375}, {"start": 3042.26, "end": 3042.9, "word": " 59", "probability": 0.80419921875}, {"start": 3042.9, "end": 3044.34, "word": " decimal", "probability": 0.88134765625}, {"start": 3044.34, "end": 3045.0, "word": " طيب", "probability": 0.7596028645833334}, {"start": 3045.0, "end": 3045.64, "word": " الرقمين", "probability": 0.9141845703125}, {"start": 3045.64, "end": 3045.84, "word": " دول", "probability": 0.5648193359375}, {"start": 3045.84, "end": 3046.26, "word": " الحقيقة", "probability": 0.8878580729166666}, {"start": 3046.26, "end": 3046.64, "word": " خارج", "probability": 0.9903971354166666}, {"start": 3046.64, "end": 3046.84, "word": " ال", "probability": 0.94580078125}, {"start": 3046.84, "end": 3047.68, "word": " range", "probability": 0.7685546875}, {"start": 3047.68, "end": 3048.1, "word": " تبعنا", "probability": 0.8240966796875}, {"start": 3048.1, "end": 3048.66, "word": " اللي", "probability": 0.856201171875}, {"start": 3048.66, "end": 3048.76, "word": " هو", "probability": 0.71240234375}, {"start": 3048.76, "end": 3048.88, "word": " من", "probability": 0.92431640625}, {"start": 3048.88, "end": 3049.12, "word": " minus", "probability": 0.303955078125}, {"start": 3049.12, "end": 3049.34, "word": " 3", "probability": 0.640625}, {"start": 3049.34, "end": 3049.52, "word": " ل", "probability": 0.58349609375}, {"start": 3049.52, "end": 3049.78, "word": " 3", "probability": 0.72216796875}, {"start": 3049.78, "end": 3050.68, "word": " خارج", "probability": 0.9763997395833334}, {"start": 3050.68, "end": 3051.18, "word": " تماما", "probability": 0.9747721354166666}, {"start": 3051.18, "end": 3051.34, "word": " ال", "probability": 0.9443359375}, {"start": 3051.34, "end": 3051.64, "word": " range", "probability": 0.939453125}, {"start": 3051.64, "end": 3052.0, "word": " تبعنا", "probability": 0.8665771484375}, {"start": 3052.0, "end": 3052.74, "word": " ليش", "probability": 0.84130859375}, {"start": 3052.74, "end": 3053.72, "word": " لأنه", "probability": 0.7822265625}, {"start": 3053.72, "end": 3054.34, "word": " لازم", "probability": 0.9775390625}, {"start": 3054.34, "end": 3055.06, "word": " خطوة", "probability": 0.982421875}, {"start": 3055.06, "end": 3055.44, "word": " نعمل", "probability": 0.8572591145833334}, {"start": 3055.44, "end": 3055.82, "word": " الآن", "probability": 0.832275390625}, {"start": 3055.82, "end": 3056.88, "word": " خطوة", "probability": 0.9840087890625}, {"start": 3056.88, "end": 3057.12, "word": " ان", "probability": 0.444091796875}, {"start": 3057.12, "end": 3057.36, "word": " ال", "probability": 0.364990234375}, {"start": 3057.36, "end": 3058.14, "word": " 138", "probability": 0.9033203125}, {"start": 3058.14, "end": 3058.42, "word": " لازم", "probability": 0.9783528645833334}, {"start": 3058.42, "end": 3058.76, "word": " تضرب", "probability": 0.8719075520833334}, {"start": 3058.76, "end": 3058.92, "word": " في", "probability": 0.92822265625}, {"start": 3058.92, "end": 3059.28, "word": " step", "probability": 0.6796875}, {"start": 3059.28, "end": 3059.9, "word": " size", "probability": 0.82666015625}, {"start": 3059.9, "end": 3060.6, "word": " او", "probability": 0.871826171875}, {"start": 3060.6, "end": 3060.9, "word": " في", "probability": 0.93603515625}, {"start": 3060.9, "end": 3061.0, "word": " ال", "probability": 0.904296875}, {"start": 3061.0, "end": 3061.48, "word": " accuracy", "probability": 0.93798828125}], "temperature": 1.0}, {"id": 139, "seek": 309065, "start": 3062.47, "end": 3090.65, "text": "تبعت ال .. او ال sensitivity تبعت ال one digit في كل واحدة منهم كل digit من هدولة لما بتتغير جدش المفروض بتتغير على أرض الواقع من minus 3 ل 3 عشان هيك هنقول ان من minus 3 ل 3 هي 6 فعليا المسافة 6 6 على 256 ناقص 1 على 256 ناقص 1 كويسة", "tokens": [2655, 3555, 34268, 2423, 4386, 1975, 2407, 2423, 19392, 6055, 3555, 34268, 2423, 472, 14293, 8978, 28242, 36764, 24401, 3660, 9154, 16095, 28242, 14293, 9154, 8032, 3215, 12610, 3660, 5296, 15042, 39894, 2655, 17082, 13546, 10874, 3215, 8592, 9673, 5172, 32887, 11242, 39894, 2655, 17082, 13546, 15844, 5551, 43042, 2423, 14407, 4587, 3615, 9154, 3175, 805, 5296, 805, 6225, 8592, 7649, 39896, 4117, 8032, 1863, 39648, 16472, 9154, 3175, 805, 5296, 805, 39896, 1386, 6156, 3615, 20292, 995, 9673, 3794, 31845, 3660, 1386, 1386, 15844, 38882, 8717, 995, 4587, 9381, 502, 15844, 38882, 8717, 995, 4587, 9381, 502, 9122, 45865, 3794, 3660], "avg_logprob": -0.12151092016002507, "compression_ratio": 1.6869158878504673, "no_speech_prob": 5.7220458984375e-06, "words": [{"start": 3062.47, "end": 3063.03, "word": "تبعت", "probability": 0.658447265625}, {"start": 3063.03, "end": 3063.81, "word": " ال", "probability": 0.83935546875}, {"start": 3063.81, "end": 3063.95, "word": " ..", "probability": 0.65576171875}, {"start": 3063.95, "end": 3064.09, "word": " او", "probability": 0.7432861328125}, {"start": 3064.09, "end": 3064.23, "word": " ال", "probability": 0.5341796875}, {"start": 3064.23, "end": 3064.79, "word": " sensitivity", "probability": 0.94775390625}, {"start": 3064.79, "end": 3065.75, "word": " تبعت", "probability": 0.8971354166666666}, {"start": 3065.75, "end": 3065.91, "word": " ال", "probability": 0.99560546875}, {"start": 3065.91, "end": 3066.15, "word": " one", "probability": 0.89404296875}, {"start": 3066.15, "end": 3066.59, "word": " digit", "probability": 0.94287109375}, {"start": 3066.59, "end": 3066.77, "word": " في", "probability": 0.8525390625}, {"start": 3066.77, "end": 3066.91, "word": " كل", "probability": 0.962890625}, {"start": 3066.91, "end": 3067.17, "word": " واحدة", "probability": 0.9620768229166666}, {"start": 3067.17, "end": 3067.51, "word": " منهم", "probability": 0.99365234375}, {"start": 3067.51, "end": 3068.15, "word": " كل", "probability": 0.8740234375}, {"start": 3068.15, "end": 3068.47, "word": " digit", "probability": 0.97607421875}, {"start": 3068.47, "end": 3068.63, "word": " من", "probability": 0.9970703125}, {"start": 3068.63, "end": 3069.13, "word": " هدولة", "probability": 0.8946533203125}, {"start": 3069.13, "end": 3069.39, "word": " لما", "probability": 0.865234375}, {"start": 3069.39, "end": 3069.83, "word": " بتتغير", "probability": 0.955078125}, {"start": 3069.83, "end": 3070.21, "word": " جدش", "probability": 0.632080078125}, {"start": 3070.21, "end": 3070.57, "word": " المفروض", "probability": 0.9925537109375}, {"start": 3070.57, "end": 3071.01, "word": " بتتغير", "probability": 0.9571533203125}, {"start": 3071.01, "end": 3071.19, "word": " على", "probability": 0.8935546875}, {"start": 3071.19, "end": 3071.43, "word": " أرض", "probability": 0.931640625}, {"start": 3071.43, "end": 3071.95, "word": " الواقع", "probability": 0.986572265625}, {"start": 3071.95, "end": 3072.43, "word": " من", "probability": 0.98876953125}, {"start": 3072.43, "end": 3073.25, "word": " minus", "probability": 0.71826171875}, {"start": 3073.25, "end": 3073.67, "word": " 3", "probability": 0.7236328125}, {"start": 3073.67, "end": 3074.19, "word": " ل", "probability": 0.9736328125}, {"start": 3074.19, "end": 3074.63, "word": " 3", "probability": 0.7109375}, {"start": 3074.63, "end": 3075.63, "word": " عشان", "probability": 0.9757486979166666}, {"start": 3075.63, "end": 3075.83, "word": " هيك", "probability": 0.97607421875}, {"start": 3075.83, "end": 3076.31, "word": " هنقول", "probability": 0.9318033854166666}, {"start": 3076.31, "end": 3077.39, "word": " ان", "probability": 0.55419921875}, {"start": 3077.39, "end": 3077.53, "word": " من", "probability": 0.6533203125}, {"start": 3077.53, "end": 3077.81, "word": " minus", "probability": 0.96435546875}, {"start": 3077.81, "end": 3078.07, "word": " 3", "probability": 0.9814453125}, {"start": 3078.07, "end": 3078.17, "word": " ل", "probability": 0.98291015625}, {"start": 3078.17, "end": 3078.45, "word": " 3", "probability": 0.8515625}, {"start": 3078.45, "end": 3078.65, "word": " هي", "probability": 0.9541015625}, {"start": 3078.65, "end": 3079.03, "word": " 6", "probability": 0.96826171875}, {"start": 3079.03, "end": 3080.65, "word": " فعليا", "probability": 0.948974609375}, {"start": 3080.65, "end": 3081.15, "word": " المسافة", "probability": 0.9532470703125}, {"start": 3081.15, "end": 3081.49, "word": " 6", "probability": 0.9716796875}, {"start": 3081.49, "end": 3082.43, "word": " 6", "probability": 0.74609375}, {"start": 3082.43, "end": 3083.01, "word": " على", "probability": 0.59521484375}, {"start": 3083.01, "end": 3084.49, "word": " 256", "probability": 0.97705078125}, {"start": 3084.49, "end": 3086.77, "word": " ناقص", "probability": 0.83837890625}, {"start": 3086.77, "end": 3087.15, "word": " 1", "probability": 0.89453125}, {"start": 3087.15, "end": 3088.25, "word": " على", "probability": 0.80517578125}, {"start": 3088.25, "end": 3088.61, "word": " 256", "probability": 0.96240234375}, {"start": 3088.61, "end": 3089.47, "word": " ناقص", "probability": 0.99169921875}, {"start": 3089.47, "end": 3089.99, "word": " 1", "probability": 0.9873046875}, {"start": 3089.99, "end": 3090.65, "word": " كويسة", "probability": 0.910888671875}], "temperature": 1.0}, {"id": 140, "seek": 311886, "start": 3091.38, "end": 3118.86, "text": "256 ناقص واحد لأن ال range تبعي فعليا هو من صفر ل 2 to the power 8 ناقص واحد لناقص واحد عادة احنا لما نقول مثلا من صفر ل 2 to the power 3 ناقص واحد هيك بنقولها ليش لأن هذه الأرقام اللي تمثل بال digits تلاتة فال digits عددهم تلاتة", "tokens": [6074, 21, 8717, 995, 4587, 9381, 36764, 24401, 5296, 33456, 2423, 3613, 6055, 3555, 3615, 1829, 6156, 3615, 20292, 995, 31439, 9154, 20328, 5172, 2288, 5296, 568, 281, 264, 1347, 1649, 8717, 995, 4587, 9381, 36764, 24401, 5296, 8315, 4587, 9381, 36764, 24401, 6225, 18513, 3660, 1975, 5016, 8315, 5296, 15042, 8717, 39648, 50113, 15040, 9154, 20328, 5172, 2288, 5296, 568, 281, 264, 1347, 805, 8717, 995, 4587, 9381, 36764, 24401, 39896, 4117, 44945, 39648, 11296, 32239, 8592, 5296, 33456, 29538, 16247, 2288, 4587, 10943, 13672, 1829, 46811, 12984, 1211, 20666, 27011, 6055, 1211, 9307, 3660, 6156, 6027, 27011, 6225, 3215, 3215, 16095, 6055, 1211, 9307, 3660], "avg_logprob": -0.16160300249854723, "compression_ratio": 1.8571428571428572, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3091.38, "end": 3092.16, "word": "256", "probability": 0.751953125}, {"start": 3092.16, "end": 3092.44, "word": " ناقص", "probability": 0.6910972595214844}, {"start": 3092.44, "end": 3092.76, "word": " واحد", "probability": 0.908447265625}, {"start": 3092.76, "end": 3093.22, "word": " لأن", "probability": 0.68359375}, {"start": 3093.22, "end": 3093.32, "word": " ال", "probability": 0.83154296875}, {"start": 3093.32, "end": 3093.52, "word": " range", "probability": 0.912109375}, {"start": 3093.52, "end": 3093.88, "word": " تبعي", "probability": 0.793212890625}, {"start": 3093.88, "end": 3094.24, "word": " فعليا", "probability": 0.7769775390625}, {"start": 3094.24, "end": 3094.38, "word": " هو", "probability": 0.77294921875}, {"start": 3094.38, "end": 3094.6, "word": " من", "probability": 0.9609375}, {"start": 3094.6, "end": 3095.28, "word": " صفر", "probability": 0.8702799479166666}, {"start": 3095.28, "end": 3096.04, "word": " ل", "probability": 0.8720703125}, {"start": 3096.04, "end": 3096.32, "word": " 2", "probability": 0.3984375}, {"start": 3096.32, "end": 3096.48, "word": " to", "probability": 0.69287109375}, {"start": 3096.48, "end": 3096.62, "word": " the", "probability": 0.86767578125}, {"start": 3096.62, "end": 3096.8, "word": " power", "probability": 0.89208984375}, {"start": 3096.8, "end": 3097.14, "word": " 8", "probability": 0.62158203125}, {"start": 3097.14, "end": 3097.9, "word": " ناقص", "probability": 0.9737548828125}, {"start": 3097.9, "end": 3098.48, "word": " واحد", "probability": 0.95556640625}, {"start": 3098.48, "end": 3100.84, "word": " لناقص", "probability": 0.9283447265625}, {"start": 3100.84, "end": 3101.24, "word": " واحد", "probability": 0.979736328125}, {"start": 3101.24, "end": 3102.4, "word": " عادة", "probability": 0.97607421875}, {"start": 3102.4, "end": 3102.7, "word": " احنا", "probability": 0.87353515625}, {"start": 3102.7, "end": 3102.92, "word": " لما", "probability": 0.937255859375}, {"start": 3102.92, "end": 3103.3, "word": " نقول", "probability": 0.945068359375}, {"start": 3103.3, "end": 3104.84, "word": " مثلا", "probability": 0.94677734375}, {"start": 3104.84, "end": 3105.04, "word": " من", "probability": 0.9619140625}, {"start": 3105.04, "end": 3105.48, "word": " صفر", "probability": 0.9777018229166666}, {"start": 3105.48, "end": 3105.86, "word": " ل", "probability": 0.9462890625}, {"start": 3105.86, "end": 3106.56, "word": " 2", "probability": 0.64404296875}, {"start": 3106.56, "end": 3106.76, "word": " to", "probability": 0.9619140625}, {"start": 3106.76, "end": 3106.88, "word": " the", "probability": 0.90869140625}, {"start": 3106.88, "end": 3107.1, "word": " power", "probability": 0.88916015625}, {"start": 3107.1, "end": 3107.5, "word": " 3", "probability": 0.8564453125}, {"start": 3107.5, "end": 3107.96, "word": " ناقص", "probability": 0.9908447265625}, {"start": 3107.96, "end": 3108.54, "word": " واحد", "probability": 0.978759765625}, {"start": 3108.54, "end": 3110.62, "word": " هيك", "probability": 0.86328125}, {"start": 3110.62, "end": 3111.18, "word": " بنقولها", "probability": 0.97509765625}, {"start": 3111.18, "end": 3111.66, "word": " ليش", "probability": 0.7353515625}, {"start": 3111.66, "end": 3112.72, "word": " لأن", "probability": 0.6357421875}, {"start": 3112.72, "end": 3112.94, "word": " هذه", "probability": 0.56787109375}, {"start": 3112.94, "end": 3113.4, "word": " الأرقام", "probability": 0.9691162109375}, {"start": 3113.4, "end": 3113.52, "word": " اللي", "probability": 0.77001953125}, {"start": 3113.52, "end": 3114.02, "word": " تمثل", "probability": 0.9737955729166666}, {"start": 3114.02, "end": 3114.2, "word": " بال", "probability": 0.92138671875}, {"start": 3114.2, "end": 3114.5, "word": " digits", "probability": 0.9189453125}, {"start": 3114.5, "end": 3115.72, "word": " تلاتة", "probability": 0.872802734375}, {"start": 3115.72, "end": 3116.62, "word": " فال", "probability": 0.69482421875}, {"start": 3116.62, "end": 3116.94, "word": " digits", "probability": 0.90966796875}, {"start": 3116.94, "end": 3118.2, "word": " عددهم", "probability": 0.9605712890625}, {"start": 3118.2, "end": 3118.86, "word": " تلاتة", "probability": 0.96044921875}], "temperature": 1.0}, {"id": 141, "seek": 314510, "start": 3119.58, "end": 3145.1, "text": "ممكن امثل فيهم صفر واحد لعند مين لعند سبعة بس اللي هي ايش اتنين to the power تمانية ناقص واحد to the power تلاتة عفوا ناقص واحد يعني تمانية ناقص واحد نفس الكلام هنا من صفر لاتنين to the power تمانية ناقص واحد فإذا بتكلم ك accuracy كل digit كل digit في", "tokens": [2304, 43020, 1975, 2304, 12984, 1211, 8978, 16095, 20328, 5172, 2288, 36764, 24401, 5296, 3615, 41260, 3714, 9957, 5296, 3615, 41260, 8608, 3555, 27884, 4724, 3794, 13672, 1829, 39896, 1975, 1829, 8592, 1975, 2655, 1863, 9957, 281, 264, 1347, 46811, 7649, 10632, 8717, 995, 4587, 9381, 36764, 24401, 281, 264, 1347, 6055, 1211, 9307, 3660, 6225, 5172, 14407, 8717, 995, 4587, 9381, 36764, 24401, 37495, 22653, 46811, 7649, 10632, 8717, 995, 4587, 9381, 36764, 24401, 8717, 36178, 2423, 28820, 10943, 34105, 9154, 20328, 5172, 2288, 5296, 9307, 1863, 9957, 281, 264, 1347, 46811, 7649, 10632, 8717, 995, 4587, 9381, 36764, 24401, 6156, 28814, 15730, 39894, 4117, 19528, 9122, 14170, 28242, 14293, 28242, 14293, 8978], "avg_logprob": -0.1562499948169874, "compression_ratio": 2.077319587628866, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 3119.58, "end": 3120.0, "word": "ممكن", "probability": 0.800537109375}, {"start": 3120.0, "end": 3120.42, "word": " امثل", "probability": 0.858154296875}, {"start": 3120.42, "end": 3120.76, "word": " فيهم", "probability": 0.969482421875}, {"start": 3120.76, "end": 3121.42, "word": " صفر", "probability": 0.7116292317708334}, {"start": 3121.42, "end": 3122.08, "word": " واحد", "probability": 0.933349609375}, {"start": 3122.08, "end": 3122.62, "word": " لعند", "probability": 0.8470052083333334}, {"start": 3122.62, "end": 3123.0, "word": " مين", "probability": 0.8916015625}, {"start": 3123.0, "end": 3124.2, "word": " لعند", "probability": 0.841796875}, {"start": 3124.2, "end": 3124.56, "word": " سبعة", "probability": 0.94384765625}, {"start": 3124.56, "end": 3124.98, "word": " بس", "probability": 0.97998046875}, {"start": 3124.98, "end": 3126.04, "word": " اللي", "probability": 0.709228515625}, {"start": 3126.04, "end": 3126.22, "word": " هي", "probability": 0.75439453125}, {"start": 3126.22, "end": 3126.54, "word": " ايش", "probability": 0.678466796875}, {"start": 3126.54, "end": 3127.16, "word": " اتنين", "probability": 0.924072265625}, {"start": 3127.16, "end": 3127.3, "word": " to", "probability": 0.8994140625}, {"start": 3127.3, "end": 3127.42, "word": " the", "probability": 0.91748046875}, {"start": 3127.42, "end": 3127.62, "word": " power", "probability": 0.90283203125}, {"start": 3127.62, "end": 3128.0, "word": " تمانية", "probability": 0.7471516927083334}, {"start": 3128.0, "end": 3128.3, "word": " ناقص", "probability": 0.943603515625}, {"start": 3128.3, "end": 3128.74, "word": " واحد", "probability": 0.970947265625}, {"start": 3128.74, "end": 3129.74, "word": " to", "probability": 0.4169921875}, {"start": 3129.74, "end": 3129.9, "word": " the", "probability": 0.91455078125}, {"start": 3129.9, "end": 3130.04, "word": " power", "probability": 0.88427734375}, {"start": 3130.04, "end": 3130.44, "word": " تلاتة", "probability": 0.9000244140625}, {"start": 3130.44, "end": 3130.68, "word": " عفوا", "probability": 0.9029947916666666}, {"start": 3130.68, "end": 3131.3, "word": " ناقص", "probability": 0.8209228515625}, {"start": 3131.3, "end": 3131.44, "word": " واحد", "probability": 0.98291015625}, {"start": 3131.44, "end": 3131.62, "word": " يعني", "probability": 0.798583984375}, {"start": 3131.62, "end": 3131.98, "word": " تمانية", "probability": 0.9510091145833334}, {"start": 3131.98, "end": 3132.28, "word": " ناقص", "probability": 0.99462890625}, {"start": 3132.28, "end": 3132.68, "word": " واحد", "probability": 0.993408203125}, {"start": 3132.68, "end": 3133.36, "word": " نفس", "probability": 0.981689453125}, {"start": 3133.36, "end": 3133.76, "word": " الكلام", "probability": 0.978515625}, {"start": 3133.76, "end": 3134.38, "word": " هنا", "probability": 0.9951171875}, {"start": 3134.38, "end": 3135.56, "word": " من", "probability": 0.8583984375}, {"start": 3135.56, "end": 3136.08, "word": " صفر", "probability": 0.98876953125}, {"start": 3136.08, "end": 3137.64, "word": " لاتنين", "probability": 0.79644775390625}, {"start": 3137.64, "end": 3137.78, "word": " to", "probability": 0.97119140625}, {"start": 3137.78, "end": 3137.88, "word": " the", "probability": 0.9326171875}, {"start": 3137.88, "end": 3137.98, "word": " power", "probability": 0.9072265625}, {"start": 3137.98, "end": 3138.26, "word": " تمانية", "probability": 0.9752604166666666}, {"start": 3138.26, "end": 3138.54, "word": " ناقص", "probability": 0.9947509765625}, {"start": 3138.54, "end": 3138.86, "word": " واحد", "probability": 0.992431640625}, {"start": 3138.86, "end": 3139.24, "word": " فإذا", "probability": 0.71142578125}, {"start": 3139.24, "end": 3140.12, "word": " بتكلم", "probability": 0.82373046875}, {"start": 3140.12, "end": 3140.52, "word": " ك", "probability": 0.91162109375}, {"start": 3140.52, "end": 3141.1, "word": " accuracy", "probability": 0.82470703125}, {"start": 3141.1, "end": 3141.96, "word": " كل", "probability": 0.9501953125}, {"start": 3141.96, "end": 3142.72, "word": " digit", "probability": 0.90869140625}, {"start": 3142.72, "end": 3143.7, "word": " كل", "probability": 0.459228515625}, {"start": 3143.7, "end": 3144.24, "word": " digit", "probability": 0.96435546875}, {"start": 3144.24, "end": 3145.1, "word": " في", "probability": 0.9521484375}], "temperature": 1.0}, {"id": 142, "seek": 315770, "start": 3146.02, "end": 3157.7, "text": "الـ binary اللي مكوّن من string ال length تبعه تمانية جدش يمثل في ال decimal يمثل decimal في ال range من", "tokens": [6027, 39184, 17434, 13672, 1829, 3714, 4117, 2407, 11703, 1863, 9154, 6798, 2423, 4641, 6055, 3555, 3615, 3224, 46811, 7649, 10632, 10874, 3215, 8592, 7251, 2304, 12984, 1211, 8978, 2423, 26601, 7251, 2304, 12984, 1211, 26601, 8978, 2423, 3613, 9154], "avg_logprob": -0.3471798722336932, "compression_ratio": 1.26890756302521, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3146.02, "end": 3146.58, "word": "الـ", "probability": 0.5582275390625}, {"start": 3146.58, "end": 3146.94, "word": " binary", "probability": 0.576171875}, {"start": 3146.94, "end": 3147.8, "word": " اللي", "probability": 0.802734375}, {"start": 3147.8, "end": 3148.34, "word": " مكوّن", "probability": 0.81943359375}, {"start": 3148.34, "end": 3148.58, "word": " من", "probability": 0.99462890625}, {"start": 3148.58, "end": 3149.44, "word": " string", "probability": 0.2440185546875}, {"start": 3149.44, "end": 3149.92, "word": " ال", "probability": 0.2459716796875}, {"start": 3149.92, "end": 3150.16, "word": " length", "probability": 0.76171875}, {"start": 3150.16, "end": 3150.68, "word": " تبعه", "probability": 0.9281005859375}, {"start": 3150.68, "end": 3151.58, "word": " تمانية", "probability": 0.8138020833333334}, {"start": 3151.58, "end": 3152.2, "word": " جدش", "probability": 0.44482421875}, {"start": 3152.2, "end": 3152.6, "word": " يمثل", "probability": 0.970947265625}, {"start": 3152.6, "end": 3152.74, "word": " في", "probability": 0.94921875}, {"start": 3152.74, "end": 3152.8, "word": " ال", "probability": 0.77734375}, {"start": 3152.8, "end": 3153.24, "word": " decimal", "probability": 0.984375}, {"start": 3153.24, "end": 3155.56, "word": " يمثل", "probability": 0.9056396484375}, {"start": 3155.56, "end": 3156.74, "word": " decimal", "probability": 0.1217041015625}, {"start": 3156.74, "end": 3157.1, "word": " في", "probability": 0.837890625}, {"start": 3157.1, "end": 3157.22, "word": " ال", "probability": 0.96923828125}, {"start": 3157.22, "end": 3157.46, "word": " range", "probability": 0.92333984375}, {"start": 3157.46, "end": 3157.7, "word": " من", "probability": 0.9794921875}], "temperature": 1.0}, {"id": 143, "seek": 317687, "start": 3158.91, "end": 3176.87, "text": "6 من سلب 3 ل 3 يمثل 0.0235294 مثلا فمعنى ذلك ان ال 138 اللي جلبناها قبل شوية لازم تنطب في ال size هذا عشان يطلع عندى كم رقم الرقم هيطلع فوق التلاتة", "tokens": [21, 9154, 8608, 46152, 805, 5296, 805, 7251, 2304, 12984, 1211, 1958, 13, 15, 9356, 20, 11871, 19, 50113, 15040, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 16472, 2423, 3705, 23, 13672, 1829, 10874, 46152, 8315, 11296, 12174, 36150, 13412, 2407, 10632, 5296, 31377, 2304, 6055, 1863, 9566, 3555, 8978, 2423, 2744, 23758, 6225, 8592, 7649, 7251, 9566, 1211, 3615, 43242, 7578, 9122, 2304, 12602, 4587, 2304, 34892, 4587, 2304, 39896, 9566, 1211, 3615, 6156, 30543, 16712, 1211, 9307, 3660], "avg_logprob": -0.25443671662130474, "compression_ratio": 1.4727272727272727, "no_speech_prob": 1.7642974853515625e-05, "words": [{"start": 3158.91, "end": 3159.51, "word": "6", "probability": 0.41943359375}, {"start": 3159.51, "end": 3160.19, "word": " من", "probability": 0.254150390625}, {"start": 3160.19, "end": 3160.55, "word": " سلب", "probability": 0.31695556640625}, {"start": 3160.55, "end": 3160.89, "word": " 3", "probability": 0.84423828125}, {"start": 3160.89, "end": 3161.01, "word": " ل", "probability": 0.73095703125}, {"start": 3161.01, "end": 3161.43, "word": " 3", "probability": 0.63525390625}, {"start": 3161.43, "end": 3162.09, "word": " يمثل", "probability": 0.920654296875}, {"start": 3162.09, "end": 3162.41, "word": " 0", "probability": 0.8349609375}, {"start": 3162.41, "end": 3166.25, "word": ".0235294", "probability": 0.896728515625}, {"start": 3166.25, "end": 3166.59, "word": " مثلا", "probability": 0.57940673828125}, {"start": 3166.59, "end": 3167.37, "word": " فمعنى", "probability": 0.76865234375}, {"start": 3167.37, "end": 3167.59, "word": " ذلك", "probability": 0.9775390625}, {"start": 3167.59, "end": 3167.75, "word": " ان", "probability": 0.4091796875}, {"start": 3167.75, "end": 3167.87, "word": " ال", "probability": 0.5068359375}, {"start": 3167.87, "end": 3168.91, "word": " 138", "probability": 0.84814453125}, {"start": 3168.91, "end": 3169.03, "word": " اللي", "probability": 0.764892578125}, {"start": 3169.03, "end": 3169.35, "word": " جلبناها", "probability": 0.82940673828125}, {"start": 3169.35, "end": 3169.59, "word": " قبل", "probability": 0.95703125}, {"start": 3169.59, "end": 3170.09, "word": " شوية", "probability": 0.8663736979166666}, {"start": 3170.09, "end": 3170.61, "word": " لازم", "probability": 0.9641927083333334}, {"start": 3170.61, "end": 3170.97, "word": " تنطب", "probability": 0.73974609375}, {"start": 3170.97, "end": 3171.33, "word": " في", "probability": 0.78662109375}, {"start": 3171.33, "end": 3171.43, "word": " ال", "probability": 0.80615234375}, {"start": 3171.43, "end": 3171.71, "word": " size", "probability": 0.75927734375}, {"start": 3171.71, "end": 3172.01, "word": " هذا", "probability": 0.8037109375}, {"start": 3172.01, "end": 3172.91, "word": " عشان", "probability": 0.9578450520833334}, {"start": 3172.91, "end": 3173.37, "word": " يطلع", "probability": 0.9346923828125}, {"start": 3173.37, "end": 3173.73, "word": " عندى", "probability": 0.7373046875}, {"start": 3173.73, "end": 3174.25, "word": " كم", "probability": 0.583251953125}, {"start": 3174.25, "end": 3174.99, "word": " رقم", "probability": 0.9479166666666666}, {"start": 3174.99, "end": 3175.61, "word": " الرقم", "probability": 0.82470703125}, {"start": 3175.61, "end": 3176.01, "word": " هيطلع", "probability": 0.83477783203125}, {"start": 3176.01, "end": 3176.23, "word": " فوق", "probability": 0.802001953125}, {"start": 3176.23, "end": 3176.87, "word": " التلاتة", "probability": 0.8284912109375}], "temperature": 1.0}, {"id": 144, "seek": 319989, "start": 3178.25, "end": 3199.89, "text": "أه فوق التلاتة طب ماهو غلط فيك فوق التلاتة أنا قاعد بقول من minus تلاتة لتلاتة بس أنا لما جسمت جسمت ستة صح ستة ستة لما أكون بادي من صفر لستة فال .. التشفيرة تبعتي هذا و ال encoding .. ال decoding تبعي هذا اعطاني قيمة هنا", "tokens": [10721, 3224, 6156, 30543, 16712, 1211, 9307, 3660, 23032, 3555, 19446, 3224, 2407, 32771, 1211, 9566, 8978, 4117, 6156, 30543, 16712, 1211, 9307, 3660, 41850, 12174, 995, 22488, 4724, 39648, 9154, 3175, 6055, 1211, 9307, 3660, 5296, 2655, 1211, 9307, 3660, 4724, 3794, 41850, 5296, 15042, 10874, 38251, 2655, 10874, 38251, 2655, 8608, 2655, 3660, 20328, 5016, 8608, 2655, 3660, 8608, 2655, 3660, 5296, 15042, 5551, 30544, 4724, 995, 16254, 9154, 20328, 5172, 2288, 5296, 14851, 3660, 6156, 6027, 4386, 16712, 8592, 5172, 48923, 6055, 3555, 3615, 31371, 23758, 4032, 2423, 43430, 4386, 2423, 979, 8616, 6055, 3555, 3615, 1829, 23758, 1975, 3615, 9566, 7649, 1829, 12174, 32640, 3660, 34105], "avg_logprob": -0.15850224876189017, "compression_ratio": 1.8267326732673268, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 3178.25, "end": 3178.63, "word": "أه", "probability": 0.57122802734375}, {"start": 3178.63, "end": 3178.89, "word": " فوق", "probability": 0.75341796875}, {"start": 3178.89, "end": 3179.43, "word": " التلاتة", "probability": 0.892333984375}, {"start": 3179.43, "end": 3179.81, "word": " طب", "probability": 0.6497802734375}, {"start": 3179.81, "end": 3180.05, "word": " ماهو", "probability": 0.7838541666666666}, {"start": 3180.05, "end": 3180.33, "word": " غلط", "probability": 0.9773763020833334}, {"start": 3180.33, "end": 3180.47, "word": " فيك", "probability": 0.62744140625}, {"start": 3180.47, "end": 3180.61, "word": " فوق", "probability": 0.967529296875}, {"start": 3180.61, "end": 3181.11, "word": " التلاتة", "probability": 0.985107421875}, {"start": 3181.11, "end": 3181.43, "word": " أنا", "probability": 0.60693359375}, {"start": 3181.43, "end": 3181.59, "word": " قاعد", "probability": 0.8040364583333334}, {"start": 3181.59, "end": 3181.79, "word": " بقول", "probability": 0.962890625}, {"start": 3181.79, "end": 3181.93, "word": " من", "probability": 0.97265625}, {"start": 3181.93, "end": 3182.19, "word": " minus", "probability": 0.6494140625}, {"start": 3182.19, "end": 3182.73, "word": " تلاتة", "probability": 0.8638916015625}, {"start": 3182.73, "end": 3184.03, "word": " لتلاتة", "probability": 0.94033203125}, {"start": 3184.03, "end": 3184.45, "word": " بس", "probability": 0.946533203125}, {"start": 3184.45, "end": 3184.61, "word": " أنا", "probability": 0.63330078125}, {"start": 3184.61, "end": 3184.77, "word": " لما", "probability": 0.922607421875}, {"start": 3184.77, "end": 3185.11, "word": " جسمت", "probability": 0.9680989583333334}, {"start": 3185.11, "end": 3185.43, "word": " جسمت", "probability": 0.9026692708333334}, {"start": 3185.43, "end": 3185.87, "word": " ستة", "probability": 0.9449869791666666}, {"start": 3185.87, "end": 3186.35, "word": " صح", "probability": 0.9482421875}, {"start": 3186.35, "end": 3187.07, "word": " ستة", "probability": 0.9786783854166666}, {"start": 3187.07, "end": 3187.93, "word": " ستة", "probability": 0.8460286458333334}, {"start": 3187.93, "end": 3188.79, "word": " لما", "probability": 0.978271484375}, {"start": 3188.79, "end": 3189.17, "word": " أكون", "probability": 0.895751953125}, {"start": 3189.17, "end": 3189.71, "word": " بادي", "probability": 0.88037109375}, {"start": 3189.71, "end": 3191.41, "word": " من", "probability": 0.982421875}, {"start": 3191.41, "end": 3191.91, "word": " صفر", "probability": 0.9833984375}, {"start": 3191.91, "end": 3193.89, "word": " لستة", "probability": 0.9466145833333334}, {"start": 3193.89, "end": 3195.03, "word": " فال", "probability": 0.95458984375}, {"start": 3195.03, "end": 3195.03, "word": " ..", "probability": 0.55517578125}, {"start": 3195.03, "end": 3196.37, "word": " التشفيرة", "probability": 0.819091796875}, {"start": 3196.37, "end": 3196.75, "word": " تبعتي", "probability": 0.9210205078125}, {"start": 3196.75, "end": 3196.87, "word": " هذا", "probability": 0.74365234375}, {"start": 3196.87, "end": 3196.97, "word": " و", "probability": 0.481201171875}, {"start": 3196.97, "end": 3197.03, "word": " ال", "probability": 0.93896484375}, {"start": 3197.03, "end": 3197.41, "word": " encoding", "probability": 0.450927734375}, {"start": 3197.41, "end": 3197.51, "word": " ..", "probability": 0.556640625}, {"start": 3197.51, "end": 3197.73, "word": " ال", "probability": 0.9443359375}, {"start": 3197.73, "end": 3198.27, "word": " decoding", "probability": 0.835693359375}, {"start": 3198.27, "end": 3198.65, "word": " تبعي", "probability": 0.9814453125}, {"start": 3198.65, "end": 3198.89, "word": " هذا", "probability": 0.97216796875}, {"start": 3198.89, "end": 3199.45, "word": " اعطاني", "probability": 0.90048828125}, {"start": 3199.45, "end": 3199.73, "word": " قيمة", "probability": 0.98828125}, {"start": 3199.73, "end": 3199.89, "word": " هنا", "probability": 0.9970703125}], "temperature": 1.0}, {"id": 145, "seek": 322052, "start": 3201.54, "end": 3220.52, "text": "يعني ال range نفسه ال interval نفسها صحيحة هي حجمها 6 لكن بدها shift موقعها غلط موقعها لازم تتشفت هنا تلاتة فتجيني هيك من سالب تلاتة لتلاتة عشان هيكيه بدنا نطرح من كل رقم تلاتة", "tokens": [40228, 22653, 2423, 3613, 8717, 36178, 3224, 2423, 15035, 8717, 36178, 11296, 20328, 5016, 1829, 5016, 3660, 39896, 11331, 7435, 2304, 11296, 1386, 44381, 47525, 11296, 5513, 3714, 30543, 3615, 11296, 32771, 1211, 9566, 3714, 30543, 3615, 11296, 5296, 31377, 2304, 6055, 2655, 8592, 5172, 2655, 34105, 6055, 1211, 9307, 3660, 6156, 2655, 7435, 9957, 1829, 39896, 4117, 9154, 8608, 6027, 3555, 6055, 1211, 9307, 3660, 5296, 2655, 1211, 9307, 3660, 6225, 8592, 7649, 39896, 4117, 1829, 3224, 47525, 8315, 8717, 9566, 2288, 5016, 9154, 28242, 12602, 4587, 2304, 6055, 1211, 9307, 3660], "avg_logprob": -0.12799201715499797, "compression_ratio": 1.6611111111111112, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 3201.54, "end": 3201.86, "word": "يعني", "probability": 0.87353515625}, {"start": 3201.86, "end": 3202.1, "word": " ال", "probability": 0.94677734375}, {"start": 3202.1, "end": 3202.38, "word": " range", "probability": 0.86474609375}, {"start": 3202.38, "end": 3202.94, "word": " نفسه", "probability": 0.98583984375}, {"start": 3202.94, "end": 3203.4, "word": " ال", "probability": 0.873046875}, {"start": 3203.4, "end": 3203.92, "word": " interval", "probability": 0.94677734375}, {"start": 3203.92, "end": 3205.1, "word": " نفسها", "probability": 0.9861653645833334}, {"start": 3205.1, "end": 3206.04, "word": " صحيحة", "probability": 0.98515625}, {"start": 3206.04, "end": 3206.4, "word": " هي", "probability": 0.685546875}, {"start": 3206.4, "end": 3206.82, "word": " حجمها", "probability": 0.82830810546875}, {"start": 3206.82, "end": 3207.14, "word": " 6", "probability": 0.81689453125}, {"start": 3207.14, "end": 3207.86, "word": " لكن", "probability": 0.80126953125}, {"start": 3207.86, "end": 3208.8, "word": " بدها", "probability": 0.7432861328125}, {"start": 3208.8, "end": 3209.24, "word": " shift", "probability": 0.970703125}, {"start": 3209.24, "end": 3209.8, "word": " موقعها", "probability": 0.954833984375}, {"start": 3209.8, "end": 3210.22, "word": " غلط", "probability": 0.9861653645833334}, {"start": 3210.22, "end": 3210.9, "word": " موقعها", "probability": 0.8489990234375}, {"start": 3210.9, "end": 3211.06, "word": " لازم", "probability": 0.98779296875}, {"start": 3211.06, "end": 3211.58, "word": " تتشفت", "probability": 0.91484375}, {"start": 3211.58, "end": 3211.76, "word": " هنا", "probability": 0.91357421875}, {"start": 3211.76, "end": 3212.6, "word": " تلاتة", "probability": 0.78045654296875}, {"start": 3212.6, "end": 3213.34, "word": " فتجيني", "probability": 0.8259765625}, {"start": 3213.34, "end": 3214.3, "word": " هيك", "probability": 0.9560546875}, {"start": 3214.3, "end": 3214.68, "word": " من", "probability": 0.939453125}, {"start": 3214.68, "end": 3215.16, "word": " سالب", "probability": 0.7613932291666666}, {"start": 3215.16, "end": 3215.8, "word": " تلاتة", "probability": 0.901123046875}, {"start": 3215.8, "end": 3216.7, "word": " لتلاتة", "probability": 0.954296875}, {"start": 3216.7, "end": 3217.38, "word": " عشان", "probability": 0.9383138020833334}, {"start": 3217.38, "end": 3217.72, "word": " هيكيه", "probability": 0.727783203125}, {"start": 3217.72, "end": 3218.14, "word": " بدنا", "probability": 0.845458984375}, {"start": 3218.14, "end": 3218.62, "word": " نطرح", "probability": 0.96875}, {"start": 3218.62, "end": 3219.38, "word": " من", "probability": 0.5751953125}, {"start": 3219.38, "end": 3219.64, "word": " كل", "probability": 0.97412109375}, {"start": 3219.64, "end": 3219.98, "word": " رقم", "probability": 0.9951171875}, {"start": 3219.98, "end": 3220.52, "word": " تلاتة", "probability": 0.9813232421875}], "temperature": 1.0}, {"id": 146, "seek": 324445, "start": 3221.15, "end": 3244.45, "text": "Shake تمام عشان هيك بعد ما ضربنا ناقص تلاتة نعملنا ناقص تلاتة تاخدوا بالكم الجزئية هذه لإن هي أهم جزئية الحقيقة في عملية ال coding و ال decoding للأرقام اللي تمثلها ال chromosomes في ال genetic algorithm نفس الكلام ال 59 في نفس ال step size أو ال accuracy بتاعتنا هذه", "tokens": [7774, 619, 46811, 10943, 6225, 8592, 7649, 39896, 4117, 39182, 19446, 48812, 25513, 8315, 8717, 995, 4587, 9381, 6055, 1211, 9307, 3660, 8717, 25957, 1211, 8315, 8717, 995, 4587, 9381, 6055, 1211, 9307, 3660, 6055, 47283, 3215, 14407, 20666, 24793, 25724, 11622, 19986, 10632, 29538, 5296, 28814, 1863, 39896, 5551, 16095, 10874, 11622, 19986, 10632, 21542, 38436, 28671, 8978, 6225, 42213, 10632, 2423, 17720, 4032, 2423, 979, 8616, 24976, 10721, 2288, 4587, 10943, 13672, 1829, 46811, 12984, 1211, 11296, 2423, 45228, 8978, 2423, 12462, 9284, 8717, 36178, 2423, 28820, 10943, 2423, 24624, 8978, 8717, 36178, 2423, 1823, 2744, 34051, 2423, 14170, 39894, 995, 34268, 8315, 29538], "avg_logprob": -0.16515770916626832, "compression_ratio": 1.6666666666666667, "no_speech_prob": 9.5367431640625e-07, "words": [{"start": 3221.15, "end": 3221.69, "word": "Shake", "probability": 0.60687255859375}, {"start": 3221.69, "end": 3222.35, "word": " تمام", "probability": 0.937744140625}, {"start": 3222.35, "end": 3222.85, "word": " عشان", "probability": 0.8479817708333334}, {"start": 3222.85, "end": 3223.07, "word": " هيك", "probability": 0.960693359375}, {"start": 3223.07, "end": 3223.81, "word": " بعد", "probability": 0.724609375}, {"start": 3223.81, "end": 3223.99, "word": " ما", "probability": 0.82275390625}, {"start": 3223.99, "end": 3224.53, "word": " ضربنا", "probability": 0.9876302083333334}, {"start": 3224.53, "end": 3225.33, "word": " ناقص", "probability": 0.9183349609375}, {"start": 3225.33, "end": 3226.07, "word": " تلاتة", "probability": 0.918701171875}, {"start": 3226.07, "end": 3226.53, "word": " نعملنا", "probability": 0.7935791015625}, {"start": 3226.53, "end": 3226.81, "word": " ناقص", "probability": 0.990234375}, {"start": 3226.81, "end": 3227.21, "word": " تلاتة", "probability": 0.98583984375}, {"start": 3227.21, "end": 3227.71, "word": " تاخدوا", "probability": 0.9434814453125}, {"start": 3227.71, "end": 3227.97, "word": " بالكم", "probability": 0.9130859375}, {"start": 3227.97, "end": 3228.53, "word": " الجزئية", "probability": 0.80224609375}, {"start": 3228.53, "end": 3228.85, "word": " هذه", "probability": 0.78466796875}, {"start": 3228.85, "end": 3229.27, "word": " لإن", "probability": 0.7423502604166666}, {"start": 3229.27, "end": 3229.43, "word": " هي", "probability": 0.3271484375}, {"start": 3229.43, "end": 3229.71, "word": " أهم", "probability": 0.8623046875}, {"start": 3229.71, "end": 3230.27, "word": " جزئية", "probability": 0.9835205078125}, {"start": 3230.27, "end": 3230.93, "word": " الحقيقة", "probability": 0.9697265625}, {"start": 3230.93, "end": 3231.53, "word": " في", "probability": 0.955078125}, {"start": 3231.53, "end": 3232.41, "word": " عملية", "probability": 0.9876302083333334}, {"start": 3232.41, "end": 3232.69, "word": " ال", "probability": 0.96240234375}, {"start": 3232.69, "end": 3233.75, "word": " coding", "probability": 0.60595703125}, {"start": 3233.75, "end": 3233.93, "word": " و", "probability": 0.78173828125}, {"start": 3233.93, "end": 3233.95, "word": " ال", "probability": 0.77099609375}, {"start": 3233.95, "end": 3234.49, "word": " decoding", "probability": 0.9599609375}, {"start": 3234.49, "end": 3235.29, "word": " للأرقام", "probability": 0.93095703125}, {"start": 3235.29, "end": 3235.85, "word": " اللي", "probability": 0.818603515625}, {"start": 3235.85, "end": 3236.63, "word": " تمثلها", "probability": 0.987060546875}, {"start": 3236.63, "end": 3237.35, "word": " ال", "probability": 0.59912109375}, {"start": 3237.35, "end": 3237.65, "word": " chromosomes", "probability": 0.55126953125}, {"start": 3237.65, "end": 3238.03, "word": " في", "probability": 0.939453125}, {"start": 3238.03, "end": 3238.29, "word": " ال", "probability": 0.93603515625}, {"start": 3238.29, "end": 3238.95, "word": " genetic", "probability": 0.486572265625}, {"start": 3238.95, "end": 3239.43, "word": " algorithm", "probability": 0.92236328125}, {"start": 3239.43, "end": 3239.89, "word": " نفس", "probability": 0.974853515625}, {"start": 3239.89, "end": 3240.15, "word": " الكلام", "probability": 0.90234375}, {"start": 3240.15, "end": 3240.25, "word": " ال", "probability": 0.48974609375}, {"start": 3240.25, "end": 3240.67, "word": " 59", "probability": 0.7998046875}, {"start": 3240.67, "end": 3241.03, "word": " في", "probability": 0.9453125}, {"start": 3241.03, "end": 3241.37, "word": " نفس", "probability": 0.990966796875}, {"start": 3241.37, "end": 3241.51, "word": " ال", "probability": 0.64404296875}, {"start": 3241.51, "end": 3241.73, "word": " step", "probability": 0.80908203125}, {"start": 3241.73, "end": 3242.01, "word": " size", "probability": 0.60693359375}, {"start": 3242.01, "end": 3242.23, "word": " أو", "probability": 0.59912109375}, {"start": 3242.23, "end": 3242.77, "word": " ال", "probability": 0.78515625}, {"start": 3242.77, "end": 3243.17, "word": " accuracy", "probability": 0.85009765625}, {"start": 3243.17, "end": 3244.17, "word": " بتاعتنا", "probability": 0.8900146484375}, {"start": 3244.17, "end": 3244.45, "word": " هذه", "probability": 0.82763671875}], "temperature": 1.0}, {"id": 147, "seek": 326690, "start": 3245.5, "end": 3266.9, "text": "في قيمة ال accuracy بتاعتنا ناقص تلاتة هتطلع هنا سالب واحد فاصلة ستة وهنا هتطلع فعليا O point two four O point two four وليس المفروض القيمة الكبيرة اللي كانت المفروض as in تلاتة فاصلة اتنين بتطلع هدولة هيك تربهم في بعض تلاتة فاصلة اتنين فخارج ال range تبعنا تمام", "tokens": [41185, 12174, 32640, 3660, 2423, 14170, 39894, 995, 34268, 8315, 8717, 995, 4587, 9381, 6055, 1211, 9307, 3660, 8032, 2655, 9566, 1211, 3615, 34105, 8608, 6027, 3555, 36764, 24401, 6156, 33546, 37977, 8608, 2655, 3660, 37037, 8315, 8032, 2655, 9566, 1211, 3615, 6156, 3615, 20292, 995, 422, 935, 732, 1451, 422, 935, 732, 1451, 4032, 20292, 3794, 9673, 5172, 32887, 11242, 25062, 32640, 3660, 33251, 3555, 48923, 13672, 1829, 25961, 2655, 9673, 5172, 32887, 11242, 382, 294, 6055, 1211, 9307, 3660, 6156, 33546, 37977, 1975, 2655, 1863, 9957, 39894, 9566, 1211, 3615, 8032, 3215, 12610, 3660, 39896, 4117, 6055, 25513, 16095, 8978, 45030, 11242, 6055, 1211, 9307, 3660, 6156, 33546, 37977, 1975, 2655, 1863, 9957, 6156, 9778, 9640, 7435, 2423, 3613, 6055, 3555, 3615, 8315, 46811, 10943], "avg_logprob": -0.16992186789866537, "compression_ratio": 1.9115044247787611, "no_speech_prob": 1.8477439880371094e-06, "words": [{"start": 3245.5, "end": 3245.68, "word": "في", "probability": 0.423095703125}, {"start": 3245.68, "end": 3245.96, "word": " قيمة", "probability": 0.9912109375}, {"start": 3245.96, "end": 3246.02, "word": " ال", "probability": 0.9306640625}, {"start": 3246.02, "end": 3246.34, "word": " accuracy", "probability": 0.348388671875}, {"start": 3246.34, "end": 3246.96, "word": " بتاعتنا", "probability": 0.8385009765625}, {"start": 3246.96, "end": 3248.04, "word": " ناقص", "probability": 0.86181640625}, {"start": 3248.04, "end": 3248.58, "word": " تلاتة", "probability": 0.8565673828125}, {"start": 3248.58, "end": 3249.24, "word": " هتطلع", "probability": 0.85283203125}, {"start": 3249.24, "end": 3249.52, "word": " هنا", "probability": 0.955078125}, {"start": 3249.52, "end": 3250.22, "word": " سالب", "probability": 0.786865234375}, {"start": 3250.22, "end": 3250.6, "word": " واحد", "probability": 0.947998046875}, {"start": 3250.6, "end": 3250.94, "word": " فاصلة", "probability": 0.8502604166666666}, {"start": 3250.94, "end": 3251.38, "word": " ستة", "probability": 0.9680989583333334}, {"start": 3251.38, "end": 3251.8, "word": " وهنا", "probability": 0.713623046875}, {"start": 3251.8, "end": 3252.28, "word": " هتطلع", "probability": 0.9634765625}, {"start": 3252.28, "end": 3252.74, "word": " فعليا", "probability": 0.796142578125}, {"start": 3252.74, "end": 3253.0, "word": " O", "probability": 0.16845703125}, {"start": 3253.0, "end": 3253.38, "word": " point", "probability": 0.56787109375}, {"start": 3253.38, "end": 3254.02, "word": " two", "probability": 0.7607421875}, {"start": 3254.02, "end": 3254.94, "word": " four", "probability": 0.892578125}, {"start": 3254.94, "end": 3255.42, "word": " O", "probability": 0.2060546875}, {"start": 3255.42, "end": 3255.66, "word": " point", "probability": 0.94189453125}, {"start": 3255.66, "end": 3255.86, "word": " two", "probability": 0.90478515625}, {"start": 3255.86, "end": 3256.2, "word": " four", "probability": 0.93115234375}, {"start": 3256.2, "end": 3257.22, "word": " وليس", "probability": 0.9280598958333334}, {"start": 3257.22, "end": 3257.92, "word": " المفروض", "probability": 0.89794921875}, {"start": 3257.92, "end": 3258.24, "word": " القيمة", "probability": 0.9542643229166666}, {"start": 3258.24, "end": 3258.54, "word": " الكبيرة", "probability": 0.9791666666666666}, {"start": 3258.54, "end": 3258.68, "word": " اللي", "probability": 0.846923828125}, {"start": 3258.68, "end": 3259.08, "word": " كانت", "probability": 0.787841796875}, {"start": 3259.08, "end": 3259.58, "word": " المفروض", "probability": 0.9281005859375}, {"start": 3259.58, "end": 3259.78, "word": " as", "probability": 0.2000732421875}, {"start": 3259.78, "end": 3259.92, "word": " in", "probability": 0.76708984375}, {"start": 3259.92, "end": 3260.22, "word": " تلاتة", "probability": 0.9622802734375}, {"start": 3260.22, "end": 3260.46, "word": " فاصلة", "probability": 0.9697265625}, {"start": 3260.46, "end": 3260.68, "word": " اتنين", "probability": 0.942626953125}, {"start": 3260.68, "end": 3261.14, "word": " بتطلع", "probability": 0.9063720703125}, {"start": 3261.14, "end": 3261.7, "word": " هدولة", "probability": 0.7890625}, {"start": 3261.7, "end": 3261.9, "word": " هيك", "probability": 0.827392578125}, {"start": 3261.9, "end": 3262.28, "word": " تربهم", "probability": 0.7587076822916666}, {"start": 3262.28, "end": 3262.4, "word": " في", "probability": 0.94580078125}, {"start": 3262.4, "end": 3262.54, "word": " بعض", "probability": 0.99560546875}, {"start": 3262.54, "end": 3262.82, "word": " تلاتة", "probability": 0.9822998046875}, {"start": 3262.82, "end": 3263.02, "word": " فاصلة", "probability": 0.9837239583333334}, {"start": 3263.02, "end": 3263.32, "word": " اتنين", "probability": 0.9783935546875}, {"start": 3263.32, "end": 3264.66, "word": " فخارج", "probability": 0.9215087890625}, {"start": 3264.66, "end": 3264.9, "word": " ال", "probability": 0.9736328125}, {"start": 3264.9, "end": 3265.84, "word": " range", "probability": 0.78369140625}, {"start": 3265.84, "end": 3266.28, "word": " تبعنا", "probability": 0.9290771484375}, {"start": 3266.28, "end": 3266.9, "word": " تمام", "probability": 0.90380859375}], "temperature": 1.0}, {"id": 148, "seek": 329581, "start": 3267.77, "end": 3295.81, "text": "بعد ذلك بنكمل كل شغلنا زي ما اشتغلناه عادي بحدد ال cross over probability 0.7 هنحدد ال mutation واحد من الف هنحدد ايش في عندي كمان حاجات بدها تحديد ال desired number of generations عدد ال generations مية فبعد مية generation بده اوقف نوقف و نشوف كيف شكل النتائج في ايش كمان بدنا", "tokens": [3555, 22488, 29910, 23275, 44945, 24793, 1211, 28242, 13412, 17082, 1211, 8315, 30767, 1829, 19446, 1975, 8592, 2655, 17082, 1211, 8315, 3224, 6225, 995, 16254, 4724, 24401, 3215, 2423, 3278, 670, 8482, 1958, 13, 22, 8032, 1863, 24401, 3215, 2423, 27960, 36764, 24401, 9154, 27188, 8032, 1863, 24401, 3215, 1975, 1829, 8592, 8978, 18871, 16254, 9122, 2304, 7649, 11331, 26108, 9307, 47525, 11296, 6055, 5016, 16254, 3215, 2423, 14721, 1230, 295, 10593, 6225, 3215, 3215, 2423, 10593, 3714, 10632, 6156, 3555, 22488, 3714, 10632, 5125, 47525, 3224, 1975, 30543, 5172, 8717, 30543, 5172, 4032, 8717, 8592, 38688, 9122, 33911, 13412, 28820, 28239, 2655, 16373, 7435, 8978, 1975, 1829, 8592, 9122, 2304, 7649, 47525, 8315], "avg_logprob": -0.20163043374600617, "compression_ratio": 1.7028112449799198, "no_speech_prob": 0.0, "words": [{"start": 3267.77, "end": 3268.17, "word": "بعد", "probability": 0.9375}, {"start": 3268.17, "end": 3268.47, "word": " ذلك", "probability": 0.988037109375}, {"start": 3268.47, "end": 3268.99, "word": " بنكمل", "probability": 0.8302408854166666}, {"start": 3268.99, "end": 3269.19, "word": " كل", "probability": 0.95751953125}, {"start": 3269.19, "end": 3269.75, "word": " شغلنا", "probability": 0.9716796875}, {"start": 3269.75, "end": 3270.29, "word": " زي", "probability": 0.901123046875}, {"start": 3270.29, "end": 3270.37, "word": " ما", "probability": 0.876953125}, {"start": 3270.37, "end": 3270.87, "word": " اشتغلناه", "probability": 0.8700823102678571}, {"start": 3270.87, "end": 3271.01, "word": " عادي", "probability": 0.95263671875}, {"start": 3271.01, "end": 3271.61, "word": " بحدد", "probability": 0.89111328125}, {"start": 3271.61, "end": 3272.43, "word": " ال", "probability": 0.76318359375}, {"start": 3272.43, "end": 3273.39, "word": " cross", "probability": 0.5283203125}, {"start": 3273.39, "end": 3273.81, "word": " over", "probability": 0.712890625}, {"start": 3273.81, "end": 3274.71, "word": " probability", "probability": 0.95166015625}, {"start": 3274.71, "end": 3275.17, "word": " 0", "probability": 0.6142578125}, {"start": 3275.17, "end": 3275.73, "word": ".7", "probability": 0.990966796875}, {"start": 3275.73, "end": 3278.07, "word": " هنحدد", "probability": 0.82586669921875}, {"start": 3278.07, "end": 3278.17, "word": " ال", "probability": 0.85302734375}, {"start": 3278.17, "end": 3278.69, "word": " mutation", "probability": 0.986328125}, {"start": 3278.69, "end": 3279.29, "word": " واحد", "probability": 0.763427734375}, {"start": 3279.29, "end": 3279.43, "word": " من", "probability": 0.986328125}, {"start": 3279.43, "end": 3279.79, "word": " الف", "probability": 0.77685546875}, {"start": 3279.79, "end": 3281.11, "word": " هنحدد", "probability": 0.9075927734375}, {"start": 3281.11, "end": 3281.25, "word": " ايش", "probability": 0.6761881510416666}, {"start": 3281.25, "end": 3281.35, "word": " في", "probability": 0.66162109375}, {"start": 3281.35, "end": 3281.55, "word": " عندي", "probability": 0.650390625}, {"start": 3281.55, "end": 3281.77, "word": " كمان", "probability": 0.8009440104166666}, {"start": 3281.77, "end": 3282.01, "word": " حاجات", "probability": 0.9319661458333334}, {"start": 3282.01, "end": 3282.21, "word": " بدها", "probability": 0.4586181640625}, {"start": 3282.21, "end": 3283.13, "word": " تحديد", "probability": 0.9564208984375}, {"start": 3283.13, "end": 3283.63, "word": " ال", "probability": 0.27490234375}, {"start": 3283.63, "end": 3286.95, "word": " desired", "probability": 0.7958984375}, {"start": 3286.95, "end": 3287.27, "word": " number", "probability": 0.955078125}, {"start": 3287.27, "end": 3287.43, "word": " of", "probability": 0.97216796875}, {"start": 3287.43, "end": 3288.09, "word": " generations", "probability": 0.791015625}, {"start": 3288.09, "end": 3288.65, "word": " عدد", "probability": 0.9563802083333334}, {"start": 3288.65, "end": 3288.75, "word": " ال", "probability": 0.88525390625}, {"start": 3288.75, "end": 3289.35, "word": " generations", "probability": 0.87255859375}, {"start": 3289.35, "end": 3290.11, "word": " مية", "probability": 0.730224609375}, {"start": 3290.11, "end": 3290.73, "word": " فبعد", "probability": 0.9474283854166666}, {"start": 3290.73, "end": 3290.93, "word": " مية", "probability": 0.52587890625}, {"start": 3290.93, "end": 3291.31, "word": " generation", "probability": 0.84716796875}, {"start": 3291.31, "end": 3291.57, "word": " بده", "probability": 0.684326171875}, {"start": 3291.57, "end": 3291.95, "word": " اوقف", "probability": 0.8125}, {"start": 3291.95, "end": 3292.63, "word": " نوقف", "probability": 0.7542317708333334}, {"start": 3292.63, "end": 3292.73, "word": " و", "probability": 0.98681640625}, {"start": 3292.73, "end": 3292.91, "word": " نشوف", "probability": 0.8639322916666666}, {"start": 3292.91, "end": 3293.05, "word": " كيف", "probability": 0.907958984375}, {"start": 3293.05, "end": 3293.27, "word": " شكل", "probability": 0.972900390625}, {"start": 3293.27, "end": 3293.85, "word": " النتائج", "probability": 0.9566650390625}, {"start": 3293.85, "end": 3294.89, "word": " في", "probability": 0.82666015625}, {"start": 3294.89, "end": 3295.17, "word": " ايش", "probability": 0.8704427083333334}, {"start": 3295.17, "end": 3295.43, "word": " كمان", "probability": 0.9817708333333334}, {"start": 3295.43, "end": 3295.81, "word": " بدنا", "probability": 0.9765625}], "temperature": 1.0}, {"id": 149, "seek": 332509, "start": 3299.47, "end": 3325.09, "text": "بعد هيك بدنا نجرب ال .. هيكون في عنده عددهم معناه ذلك انه ال algorithm هتعمل creation ل 100 generation كل generation فيه 6 chromosomes قبل ما تتوقف قبل ما اشت ما تتوقف هذا الكلام هيقودنا للتالي لأ الشكل اللي احنا شايفينه هيله النتائج لو كل هذه المعادلات حطناها ل code على الكمبيوتر و عملنا له run", "tokens": [3555, 22488, 39896, 4117, 47525, 8315, 8717, 7435, 25513, 2423, 4386, 39896, 30544, 8978, 43242, 3224, 6225, 3215, 3215, 16095, 20449, 8315, 3224, 29910, 23275, 16472, 3224, 2423, 9284, 8032, 2655, 25957, 1211, 8016, 5296, 2319, 5125, 28242, 5125, 8978, 3224, 1386, 45228, 12174, 36150, 19446, 6055, 2655, 30543, 5172, 12174, 36150, 19446, 1975, 8592, 2655, 19446, 6055, 2655, 30543, 5172, 23758, 2423, 28820, 10943, 39896, 4587, 23328, 8315, 24976, 2655, 6027, 1829, 5296, 10721, 25124, 28820, 13672, 1829, 1975, 5016, 8315, 13412, 995, 33911, 9957, 3224, 39896, 43761, 28239, 2655, 16373, 7435, 45164, 28242, 29538, 9673, 3615, 18513, 1211, 9307, 11331, 9566, 8315, 11296, 5296, 3089, 15844, 2423, 24793, 21292, 35473, 2288, 4032, 6225, 42213, 8315, 46740, 1190], "avg_logprob": -0.2191406313329935, "compression_ratio": 1.73992673992674, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 3299.47, "end": 3300.23, "word": "بعد", "probability": 0.884033203125}, {"start": 3300.23, "end": 3300.41, "word": " هيك", "probability": 0.6478271484375}, {"start": 3300.41, "end": 3300.63, "word": " بدنا", "probability": 0.894775390625}, {"start": 3300.63, "end": 3301.31, "word": " نجرب", "probability": 0.9884440104166666}, {"start": 3301.31, "end": 3301.93, "word": " ال", "probability": 0.13720703125}, {"start": 3301.93, "end": 3303.29, "word": " ..", "probability": 0.77099609375}, {"start": 3303.29, "end": 3304.31, "word": " هيكون", "probability": 0.760498046875}, {"start": 3304.31, "end": 3304.49, "word": " في", "probability": 0.708984375}, {"start": 3304.49, "end": 3304.99, "word": " عنده", "probability": 0.744140625}, {"start": 3304.99, "end": 3305.85, "word": " عددهم", "probability": 0.97314453125}, {"start": 3305.85, "end": 3306.65, "word": " معناه", "probability": 0.6258138020833334}, {"start": 3306.65, "end": 3306.87, "word": " ذلك", "probability": 0.984619140625}, {"start": 3306.87, "end": 3307.21, "word": " انه", "probability": 0.58056640625}, {"start": 3307.21, "end": 3307.33, "word": " ال", "probability": 0.859375}, {"start": 3307.33, "end": 3307.83, "word": " algorithm", "probability": 0.199951171875}, {"start": 3307.83, "end": 3308.35, "word": " هتعمل", "probability": 0.929931640625}, {"start": 3308.35, "end": 3308.73, "word": " creation", "probability": 0.556640625}, {"start": 3308.73, "end": 3308.93, "word": " ل", "probability": 0.72509765625}, {"start": 3308.93, "end": 3309.07, "word": " 100", "probability": 0.59765625}, {"start": 3309.07, "end": 3309.81, "word": " generation", "probability": 0.7626953125}, {"start": 3309.81, "end": 3310.31, "word": " كل", "probability": 0.77978515625}, {"start": 3310.31, "end": 3310.87, "word": " generation", "probability": 0.9755859375}, {"start": 3310.87, "end": 3311.23, "word": " فيه", "probability": 0.6123046875}, {"start": 3311.23, "end": 3311.59, "word": " 6", "probability": 0.75634765625}, {"start": 3311.59, "end": 3312.51, "word": " chromosomes", "probability": 0.94287109375}, {"start": 3312.51, "end": 3313.31, "word": " قبل", "probability": 0.975341796875}, {"start": 3313.31, "end": 3313.51, "word": " ما", "probability": 0.921875}, {"start": 3313.51, "end": 3314.37, "word": " تتوقف", "probability": 0.97900390625}, {"start": 3314.37, "end": 3314.75, "word": " قبل", "probability": 0.6689453125}, {"start": 3314.75, "end": 3314.91, "word": " ما", "probability": 0.92431640625}, {"start": 3314.91, "end": 3315.11, "word": " اشت", "probability": 0.7372233072916666}, {"start": 3315.11, "end": 3315.23, "word": " ما", "probability": 0.1387939453125}, {"start": 3315.23, "end": 3315.73, "word": " تتوقف", "probability": 0.98388671875}, {"start": 3315.73, "end": 3316.15, "word": " هذا", "probability": 0.896484375}, {"start": 3316.15, "end": 3316.55, "word": " الكلام", "probability": 0.9625651041666666}, {"start": 3316.55, "end": 3317.25, "word": " هيقودنا", "probability": 0.974609375}, {"start": 3317.25, "end": 3318.13, "word": " للتالي", "probability": 0.9581298828125}, {"start": 3318.13, "end": 3318.45, "word": " لأ", "probability": 0.59765625}, {"start": 3318.45, "end": 3318.81, "word": " الشكل", "probability": 0.970458984375}, {"start": 3318.81, "end": 3318.95, "word": " اللي", "probability": 0.906494140625}, {"start": 3318.95, "end": 3319.11, "word": " احنا", "probability": 0.8728841145833334}, {"start": 3319.11, "end": 3319.47, "word": " شايفينه", "probability": 0.97001953125}, {"start": 3319.47, "end": 3319.69, "word": " هيله", "probability": 0.5308837890625}, {"start": 3319.69, "end": 3320.23, "word": " النتائج", "probability": 0.94775390625}, {"start": 3320.23, "end": 3320.69, "word": " لو", "probability": 0.94970703125}, {"start": 3320.69, "end": 3321.25, "word": " كل", "probability": 0.9853515625}, {"start": 3321.25, "end": 3321.51, "word": " هذه", "probability": 0.96923828125}, {"start": 3321.51, "end": 3322.11, "word": " المعادلات", "probability": 0.961328125}, {"start": 3322.11, "end": 3322.83, "word": " حطناها", "probability": 0.866455078125}, {"start": 3322.83, "end": 3322.97, "word": " ل", "probability": 0.90234375}, {"start": 3322.97, "end": 3323.25, "word": " code", "probability": 0.876953125}, {"start": 3323.25, "end": 3323.39, "word": " على", "probability": 0.51708984375}, {"start": 3323.39, "end": 3323.99, "word": " الكمبيوتر", "probability": 0.869384765625}, {"start": 3323.99, "end": 3324.23, "word": " و", "probability": 0.94140625}, {"start": 3324.23, "end": 3324.73, "word": " عملنا", "probability": 0.806396484375}, {"start": 3324.73, "end": 3324.87, "word": " له", "probability": 0.68505859375}, {"start": 3324.87, "end": 3325.09, "word": " run", "probability": 0.9619140625}], "temperature": 1.0}, {"id": 150, "seek": 334543, "start": 3325.93, "end": 3345.43, "text": "ونفذنا هذا هيك الشكل أو ال surface ل ال function اللي احنا اتكلمنا عنها بهذا الشكل وهي ال chromosomes initially في البداية الحل في بداية الحل طيب الناس طبعا اللي درسوا معانا سابقا ال", "tokens": [11536, 5172, 8848, 8315, 23758, 39896, 4117, 25124, 28820, 34051, 2423, 3753, 5296, 2423, 2445, 13672, 1829, 1975, 5016, 8315, 1975, 2655, 4117, 19528, 8315, 18871, 11296, 39627, 15730, 25124, 28820, 37037, 1829, 2423, 45228, 9105, 8978, 29739, 28259, 10632, 21542, 1211, 8978, 4724, 28259, 10632, 21542, 1211, 23032, 1829, 3555, 2423, 8315, 3794, 23032, 3555, 3615, 995, 13672, 1829, 11778, 2288, 3794, 14407, 20449, 7649, 995, 8608, 16758, 4587, 995, 2423], "avg_logprob": -0.15432363666900217, "compression_ratio": 1.6536312849162011, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3325.93, "end": 3326.71, "word": "ونفذنا", "probability": 0.7763671875}, {"start": 3326.71, "end": 3327.29, "word": " هذا", "probability": 0.43505859375}, {"start": 3327.29, "end": 3327.99, "word": " هيك", "probability": 0.857177734375}, {"start": 3327.99, "end": 3329.15, "word": " الشكل", "probability": 0.87158203125}, {"start": 3329.15, "end": 3329.87, "word": " أو", "probability": 0.6123046875}, {"start": 3329.87, "end": 3330.55, "word": " ال", "probability": 0.943359375}, {"start": 3330.55, "end": 3331.25, "word": " surface", "probability": 0.88134765625}, {"start": 3331.25, "end": 3332.99, "word": " ل", "probability": 0.71435546875}, {"start": 3332.99, "end": 3334.09, "word": " ال", "probability": 0.6240234375}, {"start": 3334.09, "end": 3334.47, "word": " function", "probability": 0.87939453125}, {"start": 3334.47, "end": 3334.67, "word": " اللي", "probability": 0.857421875}, {"start": 3334.67, "end": 3334.87, "word": " احنا", "probability": 0.8328450520833334}, {"start": 3334.87, "end": 3335.49, "word": " اتكلمنا", "probability": 0.93515625}, {"start": 3335.49, "end": 3335.69, "word": " عنها", "probability": 0.985595703125}, {"start": 3335.69, "end": 3335.95, "word": " بهذا", "probability": 0.94091796875}, {"start": 3335.95, "end": 3336.29, "word": " الشكل", "probability": 0.992919921875}, {"start": 3336.29, "end": 3336.91, "word": " وهي", "probability": 0.87060546875}, {"start": 3336.91, "end": 3337.83, "word": " ال", "probability": 0.48046875}, {"start": 3337.83, "end": 3338.41, "word": " chromosomes", "probability": 0.974609375}, {"start": 3338.41, "end": 3339.39, "word": " initially", "probability": 0.439697265625}, {"start": 3339.39, "end": 3339.83, "word": " في", "probability": 0.779296875}, {"start": 3339.83, "end": 3340.17, "word": " البداية", "probability": 0.8606770833333334}, {"start": 3340.17, "end": 3340.57, "word": " الحل", "probability": 0.961181640625}, {"start": 3340.57, "end": 3340.81, "word": " في", "probability": 0.54345703125}, {"start": 3340.81, "end": 3341.11, "word": " بداية", "probability": 0.9446614583333334}, {"start": 3341.11, "end": 3341.51, "word": " الحل", "probability": 0.991455078125}, {"start": 3341.51, "end": 3341.99, "word": " طيب", "probability": 0.9285481770833334}, {"start": 3341.99, "end": 3342.43, "word": " الناس", "probability": 0.9794921875}, {"start": 3342.43, "end": 3342.69, "word": " طبعا", "probability": 0.908447265625}, {"start": 3342.69, "end": 3342.85, "word": " اللي", "probability": 0.97265625}, {"start": 3342.85, "end": 3343.23, "word": " درسوا", "probability": 0.981201171875}, {"start": 3343.23, "end": 3343.65, "word": " معانا", "probability": 0.9013671875}, {"start": 3343.65, "end": 3344.91, "word": " سابقا", "probability": 0.991455078125}, {"start": 3344.91, "end": 3345.43, "word": " ال", "probability": 0.88427734375}], "temperature": 1.0}, {"id": 151, "seek": 337095, "start": 3346.31, "end": 3370.95, "text": "ال optimization عارفين ان احنا هنا بنمثلها بشكل contours و ال contours هذه كل خط له level غير التاني كل خط له قيمة غير التانية ك functional value كويس و ممكن برضه وضع الرسم عليها فممكن نرسم 2D او 3D على 2D كويس هذه هيك initially بعد ما نطبق و ننفذ هنبدأ", "tokens": [6027, 19618, 6225, 9640, 5172, 9957, 16472, 1975, 5016, 8315, 34105, 44945, 2304, 12984, 1211, 11296, 4724, 8592, 28820, 660, 5067, 4032, 2423, 660, 5067, 29538, 28242, 16490, 9566, 46740, 1496, 32771, 13546, 16712, 7649, 1829, 28242, 16490, 9566, 46740, 12174, 32640, 3660, 32771, 13546, 16712, 7649, 10632, 9122, 11745, 2158, 9122, 45865, 3794, 4032, 3714, 43020, 4724, 43042, 3224, 4032, 11242, 3615, 34892, 38251, 25894, 11296, 6156, 2304, 43020, 8717, 2288, 38251, 568, 35, 1975, 2407, 805, 35, 15844, 568, 35, 9122, 45865, 3794, 29538, 39896, 4117, 9105, 39182, 19446, 8717, 9566, 3555, 4587, 4032, 8717, 1863, 5172, 8848, 8032, 1863, 44510, 10721], "avg_logprob": -0.1404017789023263, "compression_ratio": 1.6265560165975104, "no_speech_prob": 2.7418136596679688e-06, "words": [{"start": 3346.31, "end": 3346.75, "word": "ال", "probability": 0.397705078125}, {"start": 3346.75, "end": 3347.85, "word": " optimization", "probability": 0.53564453125}, {"start": 3347.85, "end": 3349.17, "word": " عارفين", "probability": 0.9385986328125}, {"start": 3349.17, "end": 3349.73, "word": " ان", "probability": 0.63720703125}, {"start": 3349.73, "end": 3349.93, "word": " احنا", "probability": 0.8723958333333334}, {"start": 3349.93, "end": 3350.11, "word": " هنا", "probability": 0.8974609375}, {"start": 3350.11, "end": 3350.77, "word": " بنمثلها", "probability": 0.93251953125}, {"start": 3350.77, "end": 3351.19, "word": " بشكل", "probability": 0.9762369791666666}, {"start": 3351.19, "end": 3351.87, "word": " contours", "probability": 0.7371826171875}, {"start": 3351.87, "end": 3352.25, "word": " و", "probability": 0.5107421875}, {"start": 3352.25, "end": 3352.33, "word": " ال", "probability": 0.85009765625}, {"start": 3352.33, "end": 3352.63, "word": " contours", "probability": 0.877197265625}, {"start": 3352.63, "end": 3352.81, "word": " هذه", "probability": 0.311279296875}, {"start": 3352.81, "end": 3353.01, "word": " كل", "probability": 0.94189453125}, {"start": 3353.01, "end": 3353.45, "word": " خط", "probability": 0.99462890625}, {"start": 3353.45, "end": 3353.77, "word": " له", "probability": 0.72607421875}, {"start": 3353.77, "end": 3354.35, "word": " level", "probability": 0.97021484375}, {"start": 3354.35, "end": 3354.61, "word": " غير", "probability": 0.9970703125}, {"start": 3354.61, "end": 3355.09, "word": " التاني", "probability": 0.8943684895833334}, {"start": 3355.09, "end": 3355.51, "word": " كل", "probability": 0.457763671875}, {"start": 3355.51, "end": 3355.79, "word": " خط", "probability": 0.994873046875}, {"start": 3355.79, "end": 3355.97, "word": " له", "probability": 0.9013671875}, {"start": 3355.97, "end": 3356.31, "word": " قيمة", "probability": 0.9485677083333334}, {"start": 3356.31, "end": 3356.49, "word": " غير", "probability": 0.9931640625}, {"start": 3356.49, "end": 3356.87, "word": " التانية", "probability": 0.89111328125}, {"start": 3356.87, "end": 3357.07, "word": " ك", "probability": 0.94921875}, {"start": 3357.07, "end": 3358.05, "word": " functional", "probability": 0.6845703125}, {"start": 3358.05, "end": 3358.65, "word": " value", "probability": 0.98681640625}, {"start": 3358.65, "end": 3359.23, "word": " كويس", "probability": 0.8811848958333334}, {"start": 3359.23, "end": 3359.57, "word": " و", "probability": 0.90234375}, {"start": 3359.57, "end": 3360.01, "word": " ممكن", "probability": 0.974365234375}, {"start": 3360.01, "end": 3360.41, "word": " برضه", "probability": 0.97314453125}, {"start": 3360.41, "end": 3360.91, "word": " وضع", "probability": 0.9708658854166666}, {"start": 3360.91, "end": 3361.39, "word": " الرسم", "probability": 0.98291015625}, {"start": 3361.39, "end": 3362.07, "word": " عليها", "probability": 0.9814453125}, {"start": 3362.07, "end": 3362.51, "word": " فممكن", "probability": 0.94384765625}, {"start": 3362.51, "end": 3362.83, "word": " نرسم", "probability": 0.9923502604166666}, {"start": 3362.83, "end": 3363.23, "word": " 2D", "probability": 0.78125}, {"start": 3363.23, "end": 3363.69, "word": " او", "probability": 0.92431640625}, {"start": 3363.69, "end": 3364.23, "word": " 3D", "probability": 0.97900390625}, {"start": 3364.23, "end": 3364.53, "word": " على", "probability": 0.7568359375}, {"start": 3364.53, "end": 3365.47, "word": " 2D", "probability": 0.975341796875}, {"start": 3365.47, "end": 3366.67, "word": " كويس", "probability": 0.8873697916666666}, {"start": 3366.67, "end": 3367.13, "word": " هذه", "probability": 0.49755859375}, {"start": 3367.13, "end": 3367.31, "word": " هيك", "probability": 0.804931640625}, {"start": 3367.31, "end": 3367.71, "word": " initially", "probability": 0.28125}, {"start": 3367.71, "end": 3368.21, "word": " بعد", "probability": 0.9365234375}, {"start": 3368.21, "end": 3368.37, "word": " ما", "probability": 0.85888671875}, {"start": 3368.37, "end": 3368.85, "word": " نطبق", "probability": 0.958251953125}, {"start": 3368.85, "end": 3368.95, "word": " و", "probability": 0.986328125}, {"start": 3368.95, "end": 3369.53, "word": " ننفذ", "probability": 0.968017578125}, {"start": 3369.53, "end": 3370.95, "word": " هنبدأ", "probability": 0.954833984375}], "temperature": 1.0}, {"id": 152, "seek": 339771, "start": 3372.13, "end": 3397.71, "text": "يعطينا هنا هدى هدى يعني أثناء الحل تبدأ الأمور تتغير في ال first generation بعد ما خلصنا ال first generation القيم لحظه اتغيرت شوية بدت تجرب من بعض بعد مجموعة generations وجدنا ان كلهم جمعوا نقطة هنا النقطة هدى عارفين لما تطلع النقطة هدى بهذا الشكل اللي بفهمه أن معناته ماصارش فيه mutation", "tokens": [40228, 9566, 1829, 8315, 34105, 8032, 3215, 7578, 8032, 3215, 7578, 37495, 22653, 5551, 12984, 1863, 16606, 21542, 1211, 6055, 44510, 10721, 16247, 2304, 13063, 6055, 2655, 17082, 13546, 8978, 2423, 700, 5125, 39182, 19446, 16490, 1211, 9381, 8315, 2423, 700, 5125, 25062, 32640, 5296, 5016, 19913, 3224, 1975, 2655, 17082, 13546, 2655, 13412, 2407, 10632, 47525, 2655, 6055, 7435, 25513, 9154, 45030, 11242, 39182, 3714, 7435, 2304, 2407, 27884, 10593, 49610, 3215, 8315, 16472, 28242, 16095, 10874, 2304, 3615, 14407, 8717, 47432, 3660, 34105, 28239, 47432, 3660, 8032, 3215, 7578, 6225, 9640, 5172, 9957, 5296, 15042, 6055, 9566, 1211, 3615, 28239, 47432, 3660, 8032, 3215, 7578, 39627, 15730, 25124, 28820, 13672, 1829, 4724, 5172, 16095, 3224, 14739, 20449, 8315, 47395, 19446, 9381, 9640, 8592, 8978, 3224, 27960], "avg_logprob": -0.13662790697674418, "compression_ratio": 1.8705882352941177, "no_speech_prob": 7.748603820800781e-07, "words": [{"start": 3372.1299999999997, "end": 3372.89, "word": "يعطينا", "probability": 0.6667938232421875}, {"start": 3372.89, "end": 3373.09, "word": " هنا", "probability": 0.9521484375}, {"start": 3373.09, "end": 3373.37, "word": " هدى", "probability": 0.5415852864583334}, {"start": 3373.37, "end": 3373.59, "word": " هدى", "probability": 0.8972981770833334}, {"start": 3373.59, "end": 3374.25, "word": " يعني", "probability": 0.622314453125}, {"start": 3374.25, "end": 3374.91, "word": " أثناء", "probability": 0.9248046875}, {"start": 3374.91, "end": 3375.29, "word": " الحل", "probability": 0.989501953125}, {"start": 3375.29, "end": 3376.03, "word": " تبدأ", "probability": 0.9547526041666666}, {"start": 3376.03, "end": 3376.39, "word": " الأمور", "probability": 0.9597981770833334}, {"start": 3376.39, "end": 3376.89, "word": " تتغير", "probability": 0.99072265625}, {"start": 3376.89, "end": 3377.09, "word": " في", "probability": 0.947265625}, {"start": 3377.09, "end": 3377.31, "word": " ال", "probability": 0.79248046875}, {"start": 3377.31, "end": 3377.57, "word": " first", "probability": 0.82421875}, {"start": 3377.57, "end": 3378.27, "word": " generation", "probability": 0.93603515625}, {"start": 3378.27, "end": 3378.83, "word": " بعد", "probability": 0.90380859375}, {"start": 3378.83, "end": 3378.95, "word": " ما", "probability": 0.89111328125}, {"start": 3378.95, "end": 3379.29, "word": " خلصنا", "probability": 0.9893798828125}, {"start": 3379.29, "end": 3379.39, "word": " ال", "probability": 0.90380859375}, {"start": 3379.39, "end": 3379.61, "word": " first", "probability": 0.91015625}, {"start": 3379.61, "end": 3380.35, "word": " generation", "probability": 0.95751953125}, {"start": 3380.35, "end": 3381.39, "word": " القيم", "probability": 0.9443359375}, {"start": 3381.39, "end": 3381.79, "word": " لحظه", "probability": 0.8673095703125}, {"start": 3381.79, "end": 3382.43, "word": " اتغيرت", "probability": 0.95185546875}, {"start": 3382.43, "end": 3382.81, "word": " شوية", "probability": 0.916015625}, {"start": 3382.81, "end": 3383.15, "word": " بدت", "probability": 0.83837890625}, {"start": 3383.15, "end": 3383.49, "word": " تجرب", "probability": 0.9158528645833334}, {"start": 3383.49, "end": 3383.63, "word": " من", "probability": 0.9765625}, {"start": 3383.63, "end": 3383.93, "word": " بعض", "probability": 0.997314453125}, {"start": 3383.93, "end": 3384.97, "word": " بعد", "probability": 0.87646484375}, {"start": 3384.97, "end": 3386.83, "word": " مجموعة", "probability": 0.96572265625}, {"start": 3386.83, "end": 3388.25, "word": " generations", "probability": 0.853515625}, {"start": 3388.25, "end": 3388.81, "word": " وجدنا", "probability": 0.9684244791666666}, {"start": 3388.81, "end": 3388.95, "word": " ان", "probability": 0.445556640625}, {"start": 3388.95, "end": 3389.33, "word": " كلهم", "probability": 0.85498046875}, {"start": 3389.33, "end": 3389.83, "word": " جمعوا", "probability": 0.931640625}, {"start": 3389.83, "end": 3390.31, "word": " نقطة", "probability": 0.8326822916666666}, {"start": 3390.31, "end": 3390.57, "word": " هنا", "probability": 0.98046875}, {"start": 3390.57, "end": 3391.91, "word": " النقطة", "probability": 0.9490559895833334}, {"start": 3391.91, "end": 3393.11, "word": " هدى", "probability": 0.654296875}, {"start": 3393.11, "end": 3393.79, "word": " عارفين", "probability": 0.9820556640625}, {"start": 3393.79, "end": 3393.93, "word": " لما", "probability": 0.930908203125}, {"start": 3393.93, "end": 3394.25, "word": " تطلع", "probability": 0.9901123046875}, {"start": 3394.25, "end": 3394.59, "word": " النقطة", "probability": 0.9765625}, {"start": 3394.59, "end": 3394.77, "word": " هدى", "probability": 0.9401041666666666}, {"start": 3394.77, "end": 3395.01, "word": " بهذا", "probability": 0.957763671875}, {"start": 3395.01, "end": 3395.35, "word": " الشكل", "probability": 0.98974609375}, {"start": 3395.35, "end": 3395.83, "word": " اللي", "probability": 0.88232421875}, {"start": 3395.83, "end": 3396.27, "word": " بفهمه", "probability": 0.944580078125}, {"start": 3396.27, "end": 3396.39, "word": " أن", "probability": 0.48291015625}, {"start": 3396.39, "end": 3396.79, "word": " معناته", "probability": 0.9736328125}, {"start": 3396.79, "end": 3397.15, "word": " ماصارش", "probability": 0.8184814453125}, {"start": 3397.15, "end": 3397.33, "word": " فيه", "probability": 0.7900390625}, {"start": 3397.33, "end": 3397.71, "word": " mutation", "probability": 0.97021484375}], "temperature": 1.0}, {"id": 153, "seek": 341900, "start": 3398.74, "end": 3419.0, "text": "بنفهم إنه معناته ماكنش في mutation كبيرة، ماصارتش عملية mutation كبيرة، فهذا إيش عمل ليه؟ وجّعنا في حاجة اسمها local maximum في ال local maximum أو ال local maximum بشكل عام هي قيم PX عالية ولكن مش هي ال global لكل ال function وإنما هي", "tokens": [3555, 1863, 5172, 16095, 36145, 3224, 20449, 8315, 47395, 19446, 19452, 8592, 8978, 27960, 9122, 3555, 48923, 12399, 19446, 9381, 9640, 2655, 8592, 6225, 42213, 10632, 27960, 9122, 3555, 48923, 12399, 6156, 3224, 15730, 11933, 1829, 8592, 6225, 42213, 32239, 3224, 22807, 49610, 11703, 3615, 8315, 8978, 11331, 26108, 3660, 24525, 2304, 11296, 2654, 6674, 8978, 2423, 2654, 6674, 34051, 2423, 2654, 6674, 4724, 8592, 28820, 6225, 10943, 39896, 12174, 32640, 430, 55, 6225, 6027, 10632, 35525, 19452, 37893, 39896, 2423, 4338, 5296, 28820, 2423, 2445, 4032, 28814, 1863, 15042, 39896], "avg_logprob": -0.20125679898521173, "compression_ratio": 1.7211538461538463, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 3398.74, "end": 3399.5, "word": "بنفهم", "probability": 0.87646484375}, {"start": 3399.5, "end": 3400.08, "word": " إنه", "probability": 0.38189697265625}, {"start": 3400.08, "end": 3400.46, "word": " معناته", "probability": 0.90380859375}, {"start": 3400.46, "end": 3401.22, "word": " ماكنش", "probability": 0.8916015625}, {"start": 3401.22, "end": 3401.34, "word": " في", "probability": 0.89501953125}, {"start": 3401.34, "end": 3401.86, "word": " mutation", "probability": 0.6435546875}, {"start": 3401.86, "end": 3402.98, "word": " كبيرة،", "probability": 0.85467529296875}, {"start": 3402.98, "end": 3403.46, "word": " ماصارتش", "probability": 0.87724609375}, {"start": 3403.46, "end": 3403.68, "word": " عملية", "probability": 0.96923828125}, {"start": 3403.68, "end": 3404.02, "word": " mutation", "probability": 0.92236328125}, {"start": 3404.02, "end": 3404.64, "word": " كبيرة،", "probability": 0.8701171875}, {"start": 3404.64, "end": 3404.98, "word": " فهذا", "probability": 0.8802083333333334}, {"start": 3404.98, "end": 3405.2, "word": " إيش", "probability": 0.8870442708333334}, {"start": 3405.2, "end": 3405.42, "word": " عمل", "probability": 0.9501953125}, {"start": 3405.42, "end": 3405.96, "word": " ليه؟", "probability": 0.9171549479166666}, {"start": 3405.96, "end": 3406.44, "word": " وجّعنا", "probability": 0.71044921875}, {"start": 3406.44, "end": 3406.56, "word": " في", "probability": 0.96533203125}, {"start": 3406.56, "end": 3406.74, "word": " حاجة", "probability": 0.9892578125}, {"start": 3406.74, "end": 3406.96, "word": " اسمها", "probability": 0.88671875}, {"start": 3406.96, "end": 3407.26, "word": " local", "probability": 0.44580078125}, {"start": 3407.26, "end": 3407.76, "word": " maximum", "probability": 0.931640625}, {"start": 3407.76, "end": 3408.66, "word": " في", "probability": 0.409423828125}, {"start": 3408.66, "end": 3408.74, "word": " ال", "probability": 0.93310546875}, {"start": 3408.74, "end": 3408.96, "word": " local", "probability": 0.51025390625}, {"start": 3408.96, "end": 3409.54, "word": " maximum", "probability": 0.974609375}, {"start": 3409.54, "end": 3410.22, "word": " أو", "probability": 0.88671875}, {"start": 3410.22, "end": 3410.36, "word": " ال", "probability": 0.96142578125}, {"start": 3410.36, "end": 3410.64, "word": " local", "probability": 0.6015625}, {"start": 3410.64, "end": 3411.24, "word": " maximum", "probability": 0.669921875}, {"start": 3411.24, "end": 3411.88, "word": " بشكل", "probability": 0.96533203125}, {"start": 3411.88, "end": 3412.2, "word": " عام", "probability": 0.99365234375}, {"start": 3412.2, "end": 3412.68, "word": " هي", "probability": 0.578125}, {"start": 3412.68, "end": 3413.48, "word": " قيم", "probability": 0.97509765625}, {"start": 3413.48, "end": 3414.14, "word": " PX", "probability": 0.4486083984375}, {"start": 3414.14, "end": 3414.72, "word": " عالية", "probability": 0.9832356770833334}, {"start": 3414.72, "end": 3415.52, "word": " ولكن", "probability": 0.854248046875}, {"start": 3415.52, "end": 3415.76, "word": " مش", "probability": 0.9892578125}, {"start": 3415.76, "end": 3416.08, "word": " هي", "probability": 0.92822265625}, {"start": 3416.08, "end": 3416.44, "word": " ال", "probability": 0.312255859375}, {"start": 3416.44, "end": 3416.94, "word": " global", "probability": 0.814453125}, {"start": 3416.94, "end": 3417.64, "word": " لكل", "probability": 0.954833984375}, {"start": 3417.64, "end": 3417.8, "word": " ال", "probability": 0.9775390625}, {"start": 3417.8, "end": 3418.2, "word": " function", "probability": 0.943359375}, {"start": 3418.2, "end": 3418.76, "word": " وإنما", "probability": 0.81646728515625}, {"start": 3418.76, "end": 3419.0, "word": " هي", "probability": 0.955078125}], "temperature": 1.0}, {"id": 154, "seek": 343889, "start": 3419.89, "end": 3438.89, "text": "قيمة أعلى لكل اللي حواليها بس و اللي حواليها بمسافة قداش epsilon بمسافة قصيرة جدا بنسميها local فهي فعلا اتت على تلة مش على الجبل على تلة او على beak في أعلى منها في الأعلى منها اللي هي عند النقطة هذه كويسة", "tokens": [4587, 32640, 3660, 5551, 3615, 23942, 5296, 28820, 13672, 1829, 11331, 2407, 6027, 1829, 11296, 4724, 3794, 4032, 13672, 1829, 11331, 2407, 6027, 1829, 11296, 4724, 2304, 3794, 31845, 3660, 12174, 3215, 33599, 17889, 4724, 2304, 3794, 31845, 3660, 12174, 9381, 48923, 10874, 28259, 44945, 38251, 1829, 11296, 2654, 6156, 3224, 1829, 6156, 3615, 15040, 1975, 2655, 2655, 15844, 6055, 37977, 37893, 15844, 25724, 36150, 15844, 6055, 37977, 1975, 2407, 15844, 48663, 8978, 5551, 3615, 23942, 9154, 11296, 8978, 16247, 3615, 23942, 9154, 11296, 13672, 1829, 39896, 43242, 28239, 47432, 3660, 29538, 9122, 45865, 3794, 3660], "avg_logprob": -0.17042525281611176, "compression_ratio": 1.8882978723404256, "no_speech_prob": 8.344650268554688e-07, "words": [{"start": 3419.89, "end": 3420.55, "word": "قيمة", "probability": 0.9391276041666666}, {"start": 3420.55, "end": 3421.17, "word": " أعلى", "probability": 0.9231770833333334}, {"start": 3421.17, "end": 3421.81, "word": " لكل", "probability": 0.94287109375}, {"start": 3421.81, "end": 3421.95, "word": " اللي", "probability": 0.921875}, {"start": 3421.95, "end": 3422.45, "word": " حواليها", "probability": 0.8896484375}, {"start": 3422.45, "end": 3422.83, "word": " بس", "probability": 0.92724609375}, {"start": 3422.83, "end": 3423.23, "word": " و", "probability": 0.454345703125}, {"start": 3423.23, "end": 3423.33, "word": " اللي", "probability": 0.8798828125}, {"start": 3423.33, "end": 3423.71, "word": " حواليها", "probability": 0.9765625}, {"start": 3423.71, "end": 3424.13, "word": " بمسافة", "probability": 0.96552734375}, {"start": 3424.13, "end": 3424.53, "word": " قداش", "probability": 0.5420735677083334}, {"start": 3424.53, "end": 3424.99, "word": " epsilon", "probability": 0.1634521484375}, {"start": 3424.99, "end": 3426.01, "word": " بمسافة", "probability": 0.929296875}, {"start": 3426.01, "end": 3426.33, "word": " قصيرة", "probability": 0.99365234375}, {"start": 3426.33, "end": 3426.65, "word": " جدا", "probability": 0.990478515625}, {"start": 3426.65, "end": 3427.29, "word": " بنسميها", "probability": 0.859375}, {"start": 3427.29, "end": 3427.59, "word": " local", "probability": 0.69775390625}, {"start": 3427.59, "end": 3428.17, "word": " فهي", "probability": 0.9518229166666666}, {"start": 3428.17, "end": 3428.43, "word": " فعلا", "probability": 0.9401041666666666}, {"start": 3428.43, "end": 3428.73, "word": " اتت", "probability": 0.564208984375}, {"start": 3428.73, "end": 3428.95, "word": " على", "probability": 0.900390625}, {"start": 3428.95, "end": 3429.61, "word": " تلة", "probability": 0.876708984375}, {"start": 3429.61, "end": 3429.81, "word": " مش", "probability": 0.822265625}, {"start": 3429.81, "end": 3429.97, "word": " على", "probability": 0.36474609375}, {"start": 3429.97, "end": 3430.29, "word": " الجبل", "probability": 0.937744140625}, {"start": 3430.29, "end": 3431.45, "word": " على", "probability": 0.76806640625}, {"start": 3431.45, "end": 3432.39, "word": " تلة", "probability": 0.963623046875}, {"start": 3432.39, "end": 3432.89, "word": " او", "probability": 0.7802734375}, {"start": 3432.89, "end": 3433.45, "word": " على", "probability": 0.87255859375}, {"start": 3433.45, "end": 3433.91, "word": " beak", "probability": 0.498779296875}, {"start": 3433.91, "end": 3434.59, "word": " في", "probability": 0.93115234375}, {"start": 3434.59, "end": 3435.15, "word": " أعلى", "probability": 0.8401692708333334}, {"start": 3435.15, "end": 3435.57, "word": " منها", "probability": 0.99365234375}, {"start": 3435.57, "end": 3436.29, "word": " في", "probability": 0.82666015625}, {"start": 3436.29, "end": 3436.67, "word": " الأعلى", "probability": 0.9430338541666666}, {"start": 3436.67, "end": 3436.95, "word": " منها", "probability": 0.985107421875}, {"start": 3436.95, "end": 3437.07, "word": " اللي", "probability": 0.93798828125}, {"start": 3437.07, "end": 3437.19, "word": " هي", "probability": 0.7587890625}, {"start": 3437.19, "end": 3437.35, "word": " عند", "probability": 0.98583984375}, {"start": 3437.35, "end": 3437.75, "word": " النقطة", "probability": 0.94140625}, {"start": 3437.75, "end": 3437.95, "word": " هذه", "probability": 0.591796875}, {"start": 3437.95, "end": 3438.89, "word": " كويسة", "probability": 0.9227294921875}], "temperature": 1.0}, {"id": 155, "seek": 345094, "start": 3440.24, "end": 3450.94, "text": "هذه بهذا الشكل صار في عندي local لكن لو حركناها اكتر او عملنا a mutation هنجد انه لأ بتتحرك وهذه فايدة لمutation", "tokens": [3224, 24192, 4724, 3224, 15730, 25124, 28820, 20328, 9640, 8978, 43242, 1829, 2654, 44381, 45164, 11331, 31747, 8315, 11296, 1975, 4117, 2655, 2288, 1975, 2407, 6225, 42213, 8315, 257, 27960, 8032, 1863, 7435, 3215, 16472, 3224, 5296, 10721, 39894, 2655, 5016, 31747, 37037, 24192, 6156, 995, 25708, 3660, 32767, 11380], "avg_logprob": -0.3284313807300493, "compression_ratio": 1.3582089552238805, "no_speech_prob": 0.0, "words": [{"start": 3440.24, "end": 3440.74, "word": "هذه", "probability": 0.78466796875}, {"start": 3440.74, "end": 3441.42, "word": " بهذا", "probability": 0.3419189453125}, {"start": 3441.42, "end": 3441.82, "word": " الشكل", "probability": 0.98828125}, {"start": 3441.82, "end": 3442.48, "word": " صار", "probability": 0.625732421875}, {"start": 3442.48, "end": 3442.56, "word": " في", "probability": 0.61279296875}, {"start": 3442.56, "end": 3442.8, "word": " عندي", "probability": 0.3638916015625}, {"start": 3442.8, "end": 3443.08, "word": " local", "probability": 0.61328125}, {"start": 3443.08, "end": 3443.78, "word": " لكن", "probability": 0.58544921875}, {"start": 3443.78, "end": 3444.54, "word": " لو", "probability": 0.97216796875}, {"start": 3444.54, "end": 3445.48, "word": " حركناها", "probability": 0.90869140625}, {"start": 3445.48, "end": 3445.9, "word": " اكتر", "probability": 0.8671875}, {"start": 3445.9, "end": 3446.1, "word": " او", "probability": 0.925048828125}, {"start": 3446.1, "end": 3446.52, "word": " عملنا", "probability": 0.9679361979166666}, {"start": 3446.52, "end": 3446.66, "word": " a", "probability": 0.355712890625}, {"start": 3446.66, "end": 3447.3, "word": " mutation", "probability": 0.982421875}, {"start": 3447.3, "end": 3448.18, "word": " هنجد", "probability": 0.8785400390625}, {"start": 3448.18, "end": 3448.48, "word": " انه", "probability": 0.58221435546875}, {"start": 3448.48, "end": 3448.7, "word": " لأ", "probability": 0.893310546875}, {"start": 3448.7, "end": 3449.48, "word": " بتتحرك", "probability": 0.9368896484375}, {"start": 3449.48, "end": 3449.84, "word": " وهذه", "probability": 0.71435546875}, {"start": 3449.84, "end": 3450.32, "word": " فايدة", "probability": 0.88525390625}, {"start": 3450.32, "end": 3450.94, "word": " لمutation", "probability": 0.5379638671875}], "temperature": 1.0}, {"id": 156, "seek": 347128, "start": 3451.8, "end": 3471.28, "text": "رياضيا هنا فايدة ال mutation رياضيا ان ال mutation بتحافظ على الحل انه يقع في ال localization انه يقع في local minimum او local maximum فعملية الطفرة هذه بنغير فجأة عشان يرمي لنقطة في مكان بعيد", "tokens": [16572, 46958, 25528, 34105, 6156, 995, 25708, 3660, 2423, 27960, 12602, 1829, 46958, 25528, 16472, 2423, 27960, 39894, 5016, 31845, 19913, 15844, 21542, 1211, 16472, 3224, 7251, 4587, 3615, 8978, 2423, 2654, 2144, 16472, 3224, 7251, 4587, 3615, 8978, 2654, 7285, 1975, 2407, 2654, 6674, 6156, 25957, 1211, 10632, 41950, 5172, 25720, 29538, 44945, 17082, 13546, 6156, 7435, 10721, 3660, 6225, 8592, 7649, 7251, 2288, 2304, 1829, 5296, 1863, 47432, 3660, 8978, 3714, 41361, 45030, 25708], "avg_logprob": -0.13139205164723583, "compression_ratio": 1.6611111111111112, "no_speech_prob": 8.344650268554688e-07, "words": [{"start": 3451.8, "end": 3452.52, "word": "رياضيا", "probability": 0.8513997395833334}, {"start": 3452.52, "end": 3453.28, "word": " هنا", "probability": 0.3876953125}, {"start": 3453.28, "end": 3453.64, "word": " فايدة", "probability": 0.8760986328125}, {"start": 3453.64, "end": 3453.72, "word": " ال", "probability": 0.89990234375}, {"start": 3453.72, "end": 3453.96, "word": " mutation", "probability": 0.36962890625}, {"start": 3453.96, "end": 3454.42, "word": " رياضيا", "probability": 0.8359375}, {"start": 3454.42, "end": 3454.86, "word": " ان", "probability": 0.496337890625}, {"start": 3454.86, "end": 3455.0, "word": " ال", "probability": 0.8037109375}, {"start": 3455.0, "end": 3455.48, "word": " mutation", "probability": 0.96142578125}, {"start": 3455.48, "end": 3456.8, "word": " بتحافظ", "probability": 0.9761962890625}, {"start": 3456.8, "end": 3457.38, "word": " على", "probability": 0.89501953125}, {"start": 3457.38, "end": 3457.88, "word": " الحل", "probability": 0.98095703125}, {"start": 3457.88, "end": 3458.3, "word": " انه", "probability": 0.8798828125}, {"start": 3458.3, "end": 3458.82, "word": " يقع", "probability": 0.9912109375}, {"start": 3458.82, "end": 3459.12, "word": " في", "probability": 0.97412109375}, {"start": 3459.12, "end": 3459.8, "word": " ال", "probability": 0.87548828125}, {"start": 3459.8, "end": 3460.46, "word": " localization", "probability": 0.8203125}, {"start": 3460.46, "end": 3461.44, "word": " انه", "probability": 0.89013671875}, {"start": 3461.44, "end": 3461.66, "word": " يقع", "probability": 0.9939778645833334}, {"start": 3461.66, "end": 3461.78, "word": " في", "probability": 0.9599609375}, {"start": 3461.78, "end": 3462.12, "word": " local", "probability": 0.5869140625}, {"start": 3462.12, "end": 3464.44, "word": " minimum", "probability": 0.85009765625}, {"start": 3464.44, "end": 3464.74, "word": " او", "probability": 0.882568359375}, {"start": 3464.74, "end": 3464.98, "word": " local", "probability": 0.8828125}, {"start": 3464.98, "end": 3465.46, "word": " maximum", "probability": 0.96875}, {"start": 3465.46, "end": 3466.7, "word": " فعملية", "probability": 0.928466796875}, {"start": 3466.7, "end": 3467.14, "word": " الطفرة", "probability": 0.9195963541666666}, {"start": 3467.14, "end": 3467.48, "word": " هذه", "probability": 0.6953125}, {"start": 3467.48, "end": 3468.4, "word": " بنغير", "probability": 0.9046223958333334}, {"start": 3468.4, "end": 3468.9, "word": " فجأة", "probability": 0.9443359375}, {"start": 3468.9, "end": 3469.34, "word": " عشان", "probability": 0.9775390625}, {"start": 3469.34, "end": 3469.7, "word": " يرمي", "probability": 0.916015625}, {"start": 3469.7, "end": 3470.3, "word": " لنقطة", "probability": 0.861083984375}, {"start": 3470.3, "end": 3470.56, "word": " في", "probability": 0.95068359375}, {"start": 3470.56, "end": 3470.82, "word": " مكان", "probability": 0.99267578125}, {"start": 3470.82, "end": 3471.28, "word": " بعيد", "probability": 0.99462890625}], "temperature": 1.0}, {"id": 157, "seek": 348496, "start": 3472.1, "end": 3484.96, "text": "يرميلنا هيك نقطة نتيجة تغييرت بس gene واحد ال gene واحد هذا إذا كان في ال most significant pet ما هو هيغير بشكل كبير كبير فهينجلها بمكان بعيد فنتطر نبدأ بحث من أول و جديد", "tokens": [13546, 2304, 26895, 8315, 39896, 4117, 8717, 47432, 3660, 8717, 31371, 7435, 3660, 6055, 17082, 1829, 13546, 2655, 4724, 3794, 12186, 36764, 24401, 2423, 12186, 36764, 24401, 23758, 11933, 15730, 25961, 8978, 2423, 881, 4776, 3817, 19446, 31439, 39896, 17082, 13546, 4724, 8592, 28820, 9122, 3555, 13546, 9122, 3555, 13546, 6156, 3224, 1829, 1863, 7435, 1211, 11296, 4724, 2304, 41361, 45030, 25708, 6156, 29399, 9566, 2288, 8717, 44510, 10721, 4724, 5016, 12984, 9154, 5551, 12610, 4032, 10874, 16254, 3215], "avg_logprob": -0.1875976573675871, "compression_ratio": 1.5469613259668509, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 3472.1, "end": 3472.66, "word": "يرميلنا", "probability": 0.8897705078125}, {"start": 3472.66, "end": 3472.86, "word": " هيك", "probability": 0.896728515625}, {"start": 3472.86, "end": 3473.28, "word": " نقطة", "probability": 0.9840494791666666}, {"start": 3473.28, "end": 3473.7, "word": " نتيجة", "probability": 0.93212890625}, {"start": 3473.7, "end": 3474.24, "word": " تغييرت", "probability": 0.87041015625}, {"start": 3474.24, "end": 3474.62, "word": " بس", "probability": 0.85205078125}, {"start": 3474.62, "end": 3475.24, "word": " gene", "probability": 0.39306640625}, {"start": 3475.24, "end": 3475.72, "word": " واحد", "probability": 0.96142578125}, {"start": 3475.72, "end": 3475.92, "word": " ال", "probability": 0.488525390625}, {"start": 3475.92, "end": 3476.12, "word": " gene", "probability": 0.92529296875}, {"start": 3476.12, "end": 3476.36, "word": " واحد", "probability": 0.96728515625}, {"start": 3476.36, "end": 3476.54, "word": " هذا", "probability": 0.50341796875}, {"start": 3476.54, "end": 3476.76, "word": " إذا", "probability": 0.828369140625}, {"start": 3476.76, "end": 3476.9, "word": " كان", "probability": 0.9931640625}, {"start": 3476.9, "end": 3477.02, "word": " في", "probability": 0.92236328125}, {"start": 3477.02, "end": 3477.08, "word": " ال", "probability": 0.73291015625}, {"start": 3477.08, "end": 3477.26, "word": " most", "probability": 0.8203125}, {"start": 3477.26, "end": 3477.68, "word": " significant", "probability": 0.8359375}, {"start": 3477.68, "end": 3477.96, "word": " pet", "probability": 0.79296875}, {"start": 3477.96, "end": 3478.1, "word": " ما", "probability": 0.259765625}, {"start": 3478.1, "end": 3478.18, "word": " هو", "probability": 0.8955078125}, {"start": 3478.18, "end": 3478.6, "word": " هيغير", "probability": 0.8106282552083334}, {"start": 3478.6, "end": 3478.9, "word": " بشكل", "probability": 0.99072265625}, {"start": 3478.9, "end": 3479.24, "word": " كبير", "probability": 0.9173177083333334}, {"start": 3479.24, "end": 3479.8, "word": " كبير", "probability": 0.7509765625}, {"start": 3479.8, "end": 3480.84, "word": " فهينجلها", "probability": 0.7721819196428571}, {"start": 3480.84, "end": 3481.46, "word": " بمكان", "probability": 0.9485677083333334}, {"start": 3481.46, "end": 3481.88, "word": " بعيد", "probability": 0.995849609375}, {"start": 3481.88, "end": 3482.78, "word": " فنتطر", "probability": 0.74285888671875}, {"start": 3482.78, "end": 3483.94, "word": " نبدأ", "probability": 0.7609049479166666}, {"start": 3483.94, "end": 3484.2, "word": " بحث", "probability": 0.98095703125}, {"start": 3484.2, "end": 3484.32, "word": " من", "probability": 0.978515625}, {"start": 3484.32, "end": 3484.48, "word": " أول", "probability": 0.956787109375}, {"start": 3484.48, "end": 3484.58, "word": " و", "probability": 0.83447265625}, {"start": 3484.58, "end": 3484.96, "word": " جديد", "probability": 0.9444986979166666}], "temperature": 1.0}, {"id": 158, "seek": 351310, "start": 3486.56, "end": 3513.1, "text": "Okay فالان هي الشكل ال graph تبعها بشكل أساسي هذا لو كان في عندي 100 generation و 6 chromosomes و نفس الحل اللي احنا اشتغلناها هي في عندي 0.7 ل ال BC اللي هي ال crossover probability و ل mutation probability واحد من الف واحد من الف زي ما قلنا التفرط جليلة عشان هي قلتلكوا هنجع في ال localization فال localization هنا في عندي رسمين عادة بتطلع واحد منهم", "tokens": [8297, 6156, 6027, 7649, 39896, 25124, 28820, 2423, 4295, 6055, 3555, 3615, 11296, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 23758, 45164, 25961, 8978, 18871, 16254, 2319, 5125, 4032, 1386, 45228, 4032, 8717, 36178, 21542, 1211, 13672, 1829, 1975, 5016, 8315, 1975, 8592, 2655, 17082, 1211, 8315, 11296, 39896, 8978, 18871, 16254, 1958, 13, 22, 5296, 2423, 14359, 13672, 1829, 39896, 2423, 33837, 8482, 4032, 5296, 27960, 8482, 36764, 24401, 9154, 27188, 36764, 24401, 9154, 27188, 30767, 1829, 19446, 12174, 1211, 8315, 16712, 5172, 2288, 9566, 10874, 20292, 37977, 6225, 8592, 7649, 39896, 12174, 1211, 2655, 23275, 14407, 8032, 1863, 7435, 3615, 8978, 2423, 2654, 2144, 6156, 6027, 2654, 2144, 34105, 8978, 18871, 16254, 12602, 38251, 9957, 6225, 18513, 3660, 39894, 9566, 1211, 3615, 36764, 24401, 9154, 16095], "avg_logprob": -0.21451065891472867, "compression_ratio": 1.8156996587030716, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 3486.5600000000004, "end": 3487.2200000000003, "word": "Okay", "probability": 0.708984375}, {"start": 3487.2200000000003, "end": 3487.88, "word": " فالان", "probability": 0.8538411458333334}, {"start": 3487.88, "end": 3488.02, "word": " هي", "probability": 0.396728515625}, {"start": 3488.02, "end": 3488.34, "word": " الشكل", "probability": 0.904541015625}, {"start": 3488.34, "end": 3488.42, "word": " ال", "probability": 0.472900390625}, {"start": 3488.42, "end": 3488.64, "word": " graph", "probability": 0.486572265625}, {"start": 3488.64, "end": 3489.14, "word": " تبعها", "probability": 0.8648681640625}, {"start": 3489.14, "end": 3489.76, "word": " بشكل", "probability": 0.9518229166666666}, {"start": 3489.76, "end": 3490.16, "word": " أساسي", "probability": 0.9158935546875}, {"start": 3490.16, "end": 3490.36, "word": " هذا", "probability": 0.295166015625}, {"start": 3490.36, "end": 3490.5, "word": " لو", "probability": 0.982421875}, {"start": 3490.5, "end": 3490.7, "word": " كان", "probability": 0.9765625}, {"start": 3490.7, "end": 3490.86, "word": " في", "probability": 0.78857421875}, {"start": 3490.86, "end": 3491.08, "word": " عندي", "probability": 0.6724853515625}, {"start": 3491.08, "end": 3491.24, "word": " 100", "probability": 0.435546875}, {"start": 3491.24, "end": 3491.74, "word": " generation", "probability": 0.6552734375}, {"start": 3491.74, "end": 3491.88, "word": " و", "probability": 0.425537109375}, {"start": 3491.88, "end": 3492.06, "word": " 6", "probability": 0.8447265625}, {"start": 3492.06, "end": 3492.66, "word": " chromosomes", "probability": 0.8037109375}, {"start": 3492.66, "end": 3493.28, "word": " و", "probability": 0.9267578125}, {"start": 3493.28, "end": 3493.92, "word": " نفس", "probability": 0.964111328125}, {"start": 3493.92, "end": 3494.22, "word": " الحل", "probability": 0.8291015625}, {"start": 3494.22, "end": 3494.32, "word": " اللي", "probability": 0.776611328125}, {"start": 3494.32, "end": 3494.48, "word": " احنا", "probability": 0.9148763020833334}, {"start": 3494.48, "end": 3495.02, "word": " اشتغلناها", "probability": 0.875}, {"start": 3495.02, "end": 3495.16, "word": " هي", "probability": 0.64990234375}, {"start": 3495.16, "end": 3495.28, "word": " في", "probability": 0.90673828125}, {"start": 3495.28, "end": 3495.62, "word": " عندي", "probability": 0.6865234375}, {"start": 3495.62, "end": 3496.76, "word": " 0", "probability": 0.787109375}, {"start": 3496.76, "end": 3497.36, "word": ".7", "probability": 0.9921875}, {"start": 3497.36, "end": 3497.86, "word": " ل", "probability": 0.7578125}, {"start": 3497.86, "end": 3498.18, "word": " ال", "probability": 0.61767578125}, {"start": 3498.18, "end": 3498.52, "word": " BC", "probability": 0.51318359375}, {"start": 3498.52, "end": 3499.56, "word": " اللي", "probability": 0.86474609375}, {"start": 3499.56, "end": 3499.82, "word": " هي", "probability": 0.76708984375}, {"start": 3499.82, "end": 3500.2, "word": " ال", "probability": 0.73681640625}, {"start": 3500.2, "end": 3500.54, "word": " crossover", "probability": 0.640625}, {"start": 3500.54, "end": 3501.2, "word": " probability", "probability": 0.97216796875}, {"start": 3501.2, "end": 3501.52, "word": " و", "probability": 0.537109375}, {"start": 3501.52, "end": 3501.6, "word": " ل", "probability": 0.6220703125}, {"start": 3501.6, "end": 3501.96, "word": " mutation", "probability": 0.93505859375}, {"start": 3501.96, "end": 3502.88, "word": " probability", "probability": 0.97412109375}, {"start": 3502.88, "end": 3503.16, "word": " واحد", "probability": 0.6826171875}, {"start": 3503.16, "end": 3503.3, "word": " من", "probability": 0.9892578125}, {"start": 3503.3, "end": 3503.52, "word": " الف", "probability": 0.5556640625}, {"start": 3503.52, "end": 3503.88, "word": " واحد", "probability": 0.738037109375}, {"start": 3503.88, "end": 3503.96, "word": " من", "probability": 0.99169921875}, {"start": 3503.96, "end": 3504.08, "word": " الف", "probability": 0.962890625}, {"start": 3504.08, "end": 3504.2, "word": " زي", "probability": 0.93115234375}, {"start": 3504.2, "end": 3504.26, "word": " ما", "probability": 0.96875}, {"start": 3504.26, "end": 3504.54, "word": " قلنا", "probability": 0.8898111979166666}, {"start": 3504.54, "end": 3505.4, "word": " التفرط", "probability": 0.71844482421875}, {"start": 3505.4, "end": 3506.16, "word": " جليلة", "probability": 0.9059244791666666}, {"start": 3506.16, "end": 3506.52, "word": " عشان", "probability": 0.98681640625}, {"start": 3506.52, "end": 3506.62, "word": " هي", "probability": 0.5126953125}, {"start": 3506.62, "end": 3507.04, "word": " قلتلكوا", "probability": 0.9267578125}, {"start": 3507.04, "end": 3507.52, "word": " هنجع", "probability": 0.9136962890625}, {"start": 3507.52, "end": 3507.72, "word": " في", "probability": 0.95263671875}, {"start": 3507.72, "end": 3507.9, "word": " ال", "probability": 0.7705078125}, {"start": 3507.9, "end": 3508.56, "word": " localization", "probability": 0.8623046875}, {"start": 3508.56, "end": 3509.22, "word": " فال", "probability": 0.733154296875}, {"start": 3509.22, "end": 3509.76, "word": " localization", "probability": 0.87060546875}, {"start": 3509.76, "end": 3509.96, "word": " هنا", "probability": 0.9658203125}, {"start": 3509.96, "end": 3510.08, "word": " في", "probability": 0.85888671875}, {"start": 3510.08, "end": 3510.38, "word": " عندي", "probability": 0.9111328125}, {"start": 3510.38, "end": 3511.22, "word": " رسمين", "probability": 0.8732096354166666}, {"start": 3511.22, "end": 3511.58, "word": " عادة", "probability": 0.9749348958333334}, {"start": 3511.58, "end": 3512.06, "word": " بتطلع", "probability": 0.8494873046875}, {"start": 3512.06, "end": 3512.66, "word": " واحد", "probability": 0.912353515625}, {"start": 3512.66, "end": 3513.1, "word": " منهم", "probability": 0.98583984375}], "temperature": 1.0}, {"id": 159, "seek": 354308, "start": 3514.12, "end": 3543.08, "text": "الـ Maximum Value لكل الكرموزوم الأعلى منهم والتانية الأسود هو المتوسط قيم كل الكرموزوم متوسط قيم كل الكرموزوم فحنجد هذا بالأزرج .. بالأسود عفوا أنه بالأسود هذا ممكن يكون في isolation كتيرة الحقيقة ممكن يحصل في isolation كتيرة فحنجد أنه بتحسن الأحمر لأ هذا بتلاقوه دايما street line في الغالب ليش؟ لأن هذه أفضل قيمة كانت موجودة", "tokens": [6027, 39184, 29076, 449, 39352, 5296, 28820, 33251, 2288, 2304, 2407, 11622, 20498, 16247, 3615, 23942, 9154, 16095, 16070, 2655, 7649, 10632, 16247, 3794, 23328, 31439, 9673, 2655, 41779, 9566, 12174, 32640, 28242, 33251, 2288, 2304, 2407, 11622, 20498, 44650, 41779, 9566, 12174, 32640, 28242, 33251, 2288, 2304, 2407, 11622, 20498, 6156, 5016, 1863, 7435, 3215, 23758, 20666, 10721, 11622, 47341, 4386, 20666, 10721, 3794, 23328, 6225, 5172, 14407, 14739, 3224, 20666, 10721, 3794, 23328, 23758, 3714, 43020, 7251, 30544, 8978, 16001, 9122, 2655, 48923, 21542, 38436, 28671, 3714, 43020, 7251, 5016, 36520, 8978, 16001, 9122, 2655, 48923, 6156, 5016, 1863, 7435, 3215, 14739, 3224, 39894, 5016, 3794, 1863, 16247, 5016, 29973, 5296, 10721, 23758, 39894, 15040, 4587, 2407, 3224, 11778, 47302, 15042, 4838, 1622, 8978, 6024, 118, 6027, 3555, 32239, 8592, 22807, 5296, 33456, 29538, 5551, 5172, 11242, 1211, 12174, 32640, 3660, 25961, 2655, 3714, 29245, 23328, 3660], "avg_logprob": -0.19229167371988296, "compression_ratio": 2.0, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 3514.12, "end": 3514.48, "word": "الـ", "probability": 0.477783203125}, {"start": 3514.48, "end": 3514.98, "word": " Maximum", "probability": 0.655029296875}, {"start": 3514.98, "end": 3515.7, "word": " Value", "probability": 0.87060546875}, {"start": 3515.7, "end": 3516.82, "word": " لكل", "probability": 0.853515625}, {"start": 3516.82, "end": 3517.46, "word": " الكرموزوم", "probability": 0.7641194661458334}, {"start": 3517.46, "end": 3517.9, "word": " الأعلى", "probability": 0.95458984375}, {"start": 3517.9, "end": 3518.34, "word": " منهم", "probability": 0.9638671875}, {"start": 3518.34, "end": 3519.3, "word": " والتانية", "probability": 0.7674560546875}, {"start": 3519.3, "end": 3519.9, "word": " الأسود", "probability": 0.9659830729166666}, {"start": 3519.9, "end": 3520.16, "word": " هو", "probability": 0.71826171875}, {"start": 3520.16, "end": 3521.3, "word": " المتوسط", "probability": 0.8516845703125}, {"start": 3521.3, "end": 3522.66, "word": " قيم", "probability": 0.969482421875}, {"start": 3522.66, "end": 3523.98, "word": " كل", "probability": 0.96142578125}, {"start": 3523.98, "end": 3524.6, "word": " الكرموزوم", "probability": 0.9046223958333334}, {"start": 3524.6, "end": 3525.48, "word": " متوسط", "probability": 0.7451578776041666}, {"start": 3525.48, "end": 3525.68, "word": " قيم", "probability": 0.970458984375}, {"start": 3525.68, "end": 3525.98, "word": " كل", "probability": 0.96044921875}, {"start": 3525.98, "end": 3526.86, "word": " الكرموزوم", "probability": 0.981201171875}, {"start": 3526.86, "end": 3527.58, "word": " فحنجد", "probability": 0.7939453125}, {"start": 3527.58, "end": 3527.74, "word": " هذا", "probability": 0.796875}, {"start": 3527.74, "end": 3528.26, "word": " بالأزرج", "probability": 0.6368408203125}, {"start": 3528.26, "end": 3528.54, "word": " ..", "probability": 0.44482421875}, {"start": 3528.54, "end": 3529.16, "word": " بالأسود", "probability": 0.9486083984375}, {"start": 3529.16, "end": 3529.42, "word": " عفوا", "probability": 0.8850911458333334}, {"start": 3529.42, "end": 3529.54, "word": " أنه", "probability": 0.416748046875}, {"start": 3529.54, "end": 3529.84, "word": " بالأسود", "probability": 0.9810791015625}, {"start": 3529.84, "end": 3530.0, "word": " هذا", "probability": 0.68115234375}, {"start": 3530.0, "end": 3530.24, "word": " ممكن", "probability": 0.85791015625}, {"start": 3530.24, "end": 3530.46, "word": " يكون", "probability": 0.983642578125}, {"start": 3530.46, "end": 3530.58, "word": " في", "probability": 0.87548828125}, {"start": 3530.58, "end": 3530.9, "word": " isolation", "probability": 0.755859375}, {"start": 3530.9, "end": 3531.4, "word": " كتيرة", "probability": 0.84423828125}, {"start": 3531.4, "end": 3531.86, "word": " الحقيقة", "probability": 0.8349609375}, {"start": 3531.86, "end": 3532.3, "word": " ممكن", "probability": 0.88037109375}, {"start": 3532.3, "end": 3532.56, "word": " يحصل", "probability": 0.9912109375}, {"start": 3532.56, "end": 3532.72, "word": " في", "probability": 0.9111328125}, {"start": 3532.72, "end": 3532.96, "word": " isolation", "probability": 0.95849609375}, {"start": 3532.96, "end": 3533.48, "word": " كتيرة", "probability": 0.92919921875}, {"start": 3533.48, "end": 3534.3, "word": " فحنجد", "probability": 0.971484375}, {"start": 3534.3, "end": 3534.48, "word": " أنه", "probability": 0.84228515625}, {"start": 3534.48, "end": 3535.12, "word": " بتحسن", "probability": 0.9189453125}, {"start": 3535.12, "end": 3536.4, "word": " الأحمر", "probability": 0.72119140625}, {"start": 3536.4, "end": 3536.74, "word": " لأ", "probability": 0.793701171875}, {"start": 3536.74, "end": 3537.12, "word": " هذا", "probability": 0.76171875}, {"start": 3537.12, "end": 3537.54, "word": " بتلاقوه", "probability": 0.815625}, {"start": 3537.54, "end": 3537.82, "word": " دايما", "probability": 0.7738444010416666}, {"start": 3537.82, "end": 3538.32, "word": " street", "probability": 0.34375}, {"start": 3538.32, "end": 3538.74, "word": " line", "probability": 0.87353515625}, {"start": 3538.74, "end": 3539.42, "word": " في", "probability": 0.81787109375}, {"start": 3539.42, "end": 3539.88, "word": " الغالب", "probability": 0.9820556640625}, {"start": 3539.88, "end": 3540.7, "word": " ليش؟", "probability": 0.7433268229166666}, {"start": 3540.7, "end": 3540.84, "word": " لأن", "probability": 0.8994140625}, {"start": 3540.84, "end": 3541.06, "word": " هذه", "probability": 0.443115234375}, {"start": 3541.06, "end": 3541.82, "word": " أفضل", "probability": 0.9891357421875}, {"start": 3541.82, "end": 3542.24, "word": " قيمة", "probability": 0.9928385416666666}, {"start": 3542.24, "end": 3542.5, "word": " كانت", "probability": 0.98779296875}, {"start": 3542.5, "end": 3543.08, "word": " موجودة", "probability": 0.989501953125}], "temperature": 1.0}, {"id": 160, "seek": 356686, "start": 3543.56, "end": 3566.86, "text": "مش كل كرمزومات ولكن دايما في كل جيل في قيمة هي الأفضل فهي هي اللي بياخدها باللون الأحمر عشان نجد انه أفضل قيمة بعد ما خلصنا 100 iteration في 6 كرمزوم في كل iteration في probability 0.7 في ال cross over في mutation واحد من الف هي الخط الأحمر هذا و اللي كانت قيمته أقل من 0.7", "tokens": [2304, 8592, 28242, 9122, 2288, 2304, 11622, 20498, 9307, 35525, 19452, 11778, 47302, 15042, 8978, 28242, 10874, 26895, 8978, 12174, 32640, 3660, 39896, 16247, 5172, 11242, 1211, 6156, 3224, 1829, 39896, 13672, 1829, 4724, 1829, 47283, 3215, 11296, 20666, 1211, 11536, 16247, 5016, 29973, 6225, 8592, 7649, 8717, 7435, 3215, 16472, 3224, 5551, 5172, 11242, 1211, 12174, 32640, 3660, 39182, 19446, 16490, 1211, 9381, 8315, 2319, 24784, 8978, 1386, 9122, 2288, 2304, 11622, 20498, 8978, 28242, 24784, 8978, 8482, 1958, 13, 22, 8978, 2423, 3278, 670, 8978, 27960, 36764, 24401, 9154, 27188, 39896, 33962, 9566, 16247, 5016, 29973, 23758, 4032, 13672, 1829, 25961, 2655, 12174, 32640, 47395, 5551, 4587, 1211, 9154, 1958, 13, 22], "avg_logprob": -0.16059781908988952, "compression_ratio": 1.786008230452675, "no_speech_prob": 2.0265579223632812e-06, "words": [{"start": 3543.56, "end": 3543.78, "word": "مش", "probability": 0.825439453125}, {"start": 3543.78, "end": 3543.96, "word": " كل", "probability": 0.98095703125}, {"start": 3543.96, "end": 3544.6, "word": " كرمزومات", "probability": 0.7359212239583334}, {"start": 3544.6, "end": 3545.02, "word": " ولكن", "probability": 0.783935546875}, {"start": 3545.02, "end": 3545.32, "word": " دايما", "probability": 0.7683919270833334}, {"start": 3545.32, "end": 3545.74, "word": " في", "probability": 0.8564453125}, {"start": 3545.74, "end": 3546.02, "word": " كل", "probability": 0.9677734375}, {"start": 3546.02, "end": 3546.66, "word": " جيل", "probability": 0.962890625}, {"start": 3546.66, "end": 3547.16, "word": " في", "probability": 0.94384765625}, {"start": 3547.16, "end": 3547.84, "word": " قيمة", "probability": 0.8523763020833334}, {"start": 3547.84, "end": 3547.98, "word": " هي", "probability": 0.9111328125}, {"start": 3547.98, "end": 3548.5, "word": " الأفضل", "probability": 0.9888916015625}, {"start": 3548.5, "end": 3549.02, "word": " فهي", "probability": 0.87353515625}, {"start": 3549.02, "end": 3549.14, "word": " هي", "probability": 0.69189453125}, {"start": 3549.14, "end": 3549.2, "word": " اللي", "probability": 0.9462890625}, {"start": 3549.2, "end": 3549.5, "word": " بياخدها", "probability": 0.96025390625}, {"start": 3549.5, "end": 3549.78, "word": " باللون", "probability": 0.8336588541666666}, {"start": 3549.78, "end": 3550.14, "word": " الأحمر", "probability": 0.9736328125}, {"start": 3550.14, "end": 3550.68, "word": " عشان", "probability": 0.9638671875}, {"start": 3550.68, "end": 3550.94, "word": " نجد", "probability": 0.9938151041666666}, {"start": 3550.94, "end": 3551.12, "word": " انه", "probability": 0.53173828125}, {"start": 3551.12, "end": 3551.42, "word": " أفضل", "probability": 0.962158203125}, {"start": 3551.42, "end": 3551.88, "word": " قيمة", "probability": 0.99169921875}, {"start": 3551.88, "end": 3552.2, "word": " بعد", "probability": 0.9755859375}, {"start": 3552.2, "end": 3552.3, "word": " ما", "probability": 0.837890625}, {"start": 3552.3, "end": 3552.7, "word": " خلصنا", "probability": 0.9879150390625}, {"start": 3552.7, "end": 3552.92, "word": " 100", "probability": 0.485107421875}, {"start": 3552.92, "end": 3553.76, "word": " iteration", "probability": 0.403564453125}, {"start": 3553.76, "end": 3554.26, "word": " في", "probability": 0.91552734375}, {"start": 3554.26, "end": 3554.68, "word": " 6", "probability": 0.93896484375}, {"start": 3554.68, "end": 3555.92, "word": " كرمزوم", "probability": 0.90751953125}, {"start": 3555.92, "end": 3556.18, "word": " في", "probability": 0.7705078125}, {"start": 3556.18, "end": 3556.38, "word": " كل", "probability": 0.943359375}, {"start": 3556.38, "end": 3556.9, "word": " iteration", "probability": 0.87890625}, {"start": 3556.9, "end": 3557.44, "word": " في", "probability": 0.9345703125}, {"start": 3557.44, "end": 3558.16, "word": " probability", "probability": 0.91162109375}, {"start": 3558.16, "end": 3558.64, "word": " 0", "probability": 0.630859375}, {"start": 3558.64, "end": 3559.16, "word": ".7", "probability": 0.991943359375}, {"start": 3559.16, "end": 3559.64, "word": " في", "probability": 0.78173828125}, {"start": 3559.64, "end": 3560.16, "word": " ال", "probability": 0.5478515625}, {"start": 3560.16, "end": 3560.52, "word": " cross", "probability": 0.393798828125}, {"start": 3560.52, "end": 3560.84, "word": " over", "probability": 0.62890625}, {"start": 3560.84, "end": 3561.08, "word": " في", "probability": 0.92724609375}, {"start": 3561.08, "end": 3561.7, "word": " mutation", "probability": 0.93701171875}, {"start": 3561.7, "end": 3562.26, "word": " واحد", "probability": 0.8779296875}, {"start": 3562.26, "end": 3562.44, "word": " من", "probability": 0.98876953125}, {"start": 3562.44, "end": 3562.76, "word": " الف", "probability": 0.4541015625}, {"start": 3562.76, "end": 3563.26, "word": " هي", "probability": 0.79345703125}, {"start": 3563.26, "end": 3563.8, "word": " الخط", "probability": 0.9794921875}, {"start": 3563.8, "end": 3564.24, "word": " الأحمر", "probability": 0.9762369791666666}, {"start": 3564.24, "end": 3564.5, "word": " هذا", "probability": 0.7978515625}, {"start": 3564.5, "end": 3564.62, "word": " و", "probability": 0.71142578125}, {"start": 3564.62, "end": 3564.74, "word": " اللي", "probability": 0.6817626953125}, {"start": 3564.74, "end": 3565.26, "word": " كانت", "probability": 0.722412109375}, {"start": 3565.26, "end": 3565.64, "word": " قيمته", "probability": 0.9921875}, {"start": 3565.64, "end": 3566.04, "word": " أقل", "probability": 0.9475911458333334}, {"start": 3566.04, "end": 3566.2, "word": " من", "probability": 0.9931640625}, {"start": 3566.2, "end": 3566.4, "word": " 0", "probability": 0.95068359375}, {"start": 3566.4, "end": 3566.86, "word": ".7", "probability": 0.997314453125}], "temperature": 1.0}, {"id": 161, "seek": 357847, "start": 3567.69, "end": 3578.47, "text": "أقل من 0.7 Local هذه الـ Local هذه التلة الصغيرة اللي شفناها على الرسم هذه القيمة الصغيرة اللي شفناها على الرسم لكن لو عدلنا الرسم أنه نزود ال mutation", "tokens": [10721, 4587, 1211, 9154, 1958, 13, 22, 22755, 29538, 2423, 39184, 22755, 29538, 16712, 37977, 31767, 17082, 48923, 13672, 1829, 13412, 5172, 8315, 11296, 15844, 34892, 38251, 29538, 25062, 32640, 3660, 31767, 17082, 48923, 13672, 1829, 13412, 5172, 8315, 11296, 15844, 34892, 38251, 44381, 45164, 6225, 3215, 1211, 8315, 34892, 38251, 14739, 3224, 8717, 11622, 23328, 2423, 27960], "avg_logprob": -0.17147776130902564, "compression_ratio": 1.8071428571428572, "no_speech_prob": 1.806020736694336e-05, "words": [{"start": 3567.69, "end": 3567.95, "word": "أقل", "probability": 0.9016927083333334}, {"start": 3567.95, "end": 3568.07, "word": " من", "probability": 0.98828125}, {"start": 3568.07, "end": 3568.21, "word": " 0", "probability": 0.3427734375}, {"start": 3568.21, "end": 3568.65, "word": ".7", "probability": 0.98583984375}, {"start": 3568.65, "end": 3569.55, "word": " Local", "probability": 0.080810546875}, {"start": 3569.55, "end": 3570.21, "word": " هذه", "probability": 0.32958984375}, {"start": 3570.21, "end": 3570.75, "word": " الـ", "probability": 0.88330078125}, {"start": 3570.75, "end": 3571.03, "word": " Local", "probability": 0.833984375}, {"start": 3571.03, "end": 3571.23, "word": " هذه", "probability": 0.58349609375}, {"start": 3571.23, "end": 3571.59, "word": " التلة", "probability": 0.87109375}, {"start": 3571.59, "end": 3571.99, "word": " الصغيرة", "probability": 0.9632161458333334}, {"start": 3571.99, "end": 3572.11, "word": " اللي", "probability": 0.86328125}, {"start": 3572.11, "end": 3572.43, "word": " شفناها", "probability": 0.899658203125}, {"start": 3572.43, "end": 3572.57, "word": " على", "probability": 0.92578125}, {"start": 3572.57, "end": 3572.85, "word": " الرسم", "probability": 0.97998046875}, {"start": 3572.85, "end": 3573.29, "word": " هذه", "probability": 0.5986328125}, {"start": 3573.29, "end": 3573.63, "word": " القيمة", "probability": 0.9812825520833334}, {"start": 3573.63, "end": 3573.91, "word": " الصغيرة", "probability": 0.98583984375}, {"start": 3573.91, "end": 3574.03, "word": " اللي", "probability": 0.959228515625}, {"start": 3574.03, "end": 3574.27, "word": " شفناها", "probability": 0.9754638671875}, {"start": 3574.27, "end": 3574.35, "word": " على", "probability": 0.89306640625}, {"start": 3574.35, "end": 3574.49, "word": " الرسم", "probability": 0.99267578125}, {"start": 3574.49, "end": 3574.99, "word": " لكن", "probability": 0.84521484375}, {"start": 3574.99, "end": 3575.19, "word": " لو", "probability": 0.955078125}, {"start": 3575.19, "end": 3575.85, "word": " عدلنا", "probability": 0.9716796875}, {"start": 3575.85, "end": 3576.43, "word": " الرسم", "probability": 0.9833984375}, {"start": 3576.43, "end": 3577.05, "word": " أنه", "probability": 0.662109375}, {"start": 3577.05, "end": 3577.91, "word": " نزود", "probability": 0.9244791666666666}, {"start": 3577.91, "end": 3578.03, "word": " ال", "probability": 0.8076171875}, {"start": 3578.03, "end": 3578.47, "word": " mutation", "probability": 0.8583984375}], "temperature": 1.0}, {"id": 162, "seek": 360663, "start": 3579.69, "end": 3606.63, "text": "لحظة الميوتيشن هنا جداش اتغيرت لميوتيشن لواحد من مية واحد من مية هذه مؤثرة بشكل جدا كبير ليش لأنه صارت احتمالية الميوتيشن عالية معناه ذلك انه كل جلين تلاتة هيصير فيه طفرة حلاجة ان الحل فجأة اتغير رماه في مكان تاني بعيد المكان التاني اللي بعيد هذا ممكن يجربه لل peak اللي كانت اعلى يجربه لل peak الاعلى لكن عملية الطفرات هذه ايش سوّت؟", "tokens": [1211, 5016, 19913, 3660, 9673, 1829, 35473, 1829, 8592, 1863, 34105, 10874, 3215, 33599, 1975, 2655, 17082, 13546, 2655, 32767, 1829, 35473, 1829, 8592, 1863, 5296, 14407, 24401, 9154, 3714, 10632, 36764, 24401, 9154, 3714, 10632, 29538, 3714, 33604, 12984, 25720, 4724, 8592, 28820, 10874, 28259, 9122, 3555, 13546, 32239, 8592, 5296, 33456, 3224, 20328, 9640, 2655, 1975, 33753, 2304, 6027, 10632, 9673, 1829, 35473, 1829, 8592, 1863, 6225, 6027, 10632, 20449, 8315, 3224, 29910, 23275, 16472, 3224, 28242, 10874, 1211, 9957, 6055, 1211, 9307, 3660, 39896, 9381, 13546, 8978, 3224, 23032, 5172, 25720, 11331, 15040, 7435, 3660, 16472, 21542, 1211, 6156, 7435, 10721, 3660, 1975, 2655, 17082, 13546, 12602, 2304, 40294, 8978, 3714, 41361, 6055, 7649, 1829, 45030, 25708, 9673, 41361, 16712, 7649, 1829, 13672, 1829, 45030, 25708, 23758, 3714, 43020, 7251, 7435, 25513, 3224, 24976, 10651, 13672, 1829, 25961, 2655, 1975, 3615, 23942, 7251, 7435, 25513, 3224, 24976, 10651, 42963, 3615, 23942, 44381, 6225, 42213, 10632, 41950, 5172, 2288, 9307, 29538, 1975, 1829, 8592, 8608, 2407, 11703, 2655, 22807], "avg_logprob": -0.18132267901024154, "compression_ratio": 2.1794871794871793, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 3579.69, "end": 3580.05, "word": "لحظة", "probability": 0.79931640625}, {"start": 3580.05, "end": 3580.51, "word": " الميوتيشن", "probability": 0.6952311197916666}, {"start": 3580.51, "end": 3580.65, "word": " هنا", "probability": 0.87646484375}, {"start": 3580.65, "end": 3581.09, "word": " جداش", "probability": 0.649658203125}, {"start": 3581.09, "end": 3582.19, "word": " اتغيرت", "probability": 0.8373046875}, {"start": 3582.19, "end": 3582.65, "word": " لميوتيشن", "probability": 0.9297688802083334}, {"start": 3582.65, "end": 3583.29, "word": " لواحد", "probability": 0.7056477864583334}, {"start": 3583.29, "end": 3583.47, "word": " من", "probability": 0.97998046875}, {"start": 3583.47, "end": 3583.85, "word": " مية", "probability": 0.8427734375}, {"start": 3583.85, "end": 3584.95, "word": " واحد", "probability": 0.86474609375}, {"start": 3584.95, "end": 3585.09, "word": " من", "probability": 0.9375}, {"start": 3585.09, "end": 3585.33, "word": " مية", "probability": 0.977294921875}, {"start": 3585.33, "end": 3585.57, "word": " هذه", "probability": 0.64697265625}, {"start": 3585.57, "end": 3586.13, "word": " مؤثرة", "probability": 0.912353515625}, {"start": 3586.13, "end": 3586.55, "word": " بشكل", "probability": 0.9869791666666666}, {"start": 3586.55, "end": 3586.91, "word": " جدا", "probability": 0.867431640625}, {"start": 3586.91, "end": 3587.33, "word": " كبير", "probability": 0.9894205729166666}, {"start": 3587.33, "end": 3587.89, "word": " ليش", "probability": 0.8056640625}, {"start": 3587.89, "end": 3588.49, "word": " لأنه", "probability": 0.7425130208333334}, {"start": 3588.49, "end": 3589.55, "word": " صارت", "probability": 0.8445638020833334}, {"start": 3589.55, "end": 3589.97, "word": " احتمالية", "probability": 0.95986328125}, {"start": 3589.97, "end": 3590.49, "word": " الميوتيشن", "probability": 0.906005859375}, {"start": 3590.49, "end": 3590.89, "word": " عالية", "probability": 0.98779296875}, {"start": 3590.89, "end": 3591.41, "word": " معناه", "probability": 0.7672526041666666}, {"start": 3591.41, "end": 3591.61, "word": " ذلك", "probability": 0.96875}, {"start": 3591.61, "end": 3591.99, "word": " انه", "probability": 0.758056640625}, {"start": 3591.99, "end": 3592.29, "word": " كل", "probability": 0.95751953125}, {"start": 3592.29, "end": 3592.81, "word": " جلين", "probability": 0.7408040364583334}, {"start": 3592.81, "end": 3593.41, "word": " تلاتة", "probability": 0.927490234375}, {"start": 3593.41, "end": 3594.17, "word": " هيصير", "probability": 0.8408203125}, {"start": 3594.17, "end": 3594.39, "word": " فيه", "probability": 0.8857421875}, {"start": 3594.39, "end": 3594.73, "word": " طفرة", "probability": 0.9485677083333334}, {"start": 3594.73, "end": 3595.55, "word": " حلاجة", "probability": 0.67071533203125}, {"start": 3595.55, "end": 3595.69, "word": " ان", "probability": 0.677734375}, {"start": 3595.69, "end": 3596.11, "word": " الحل", "probability": 0.842041015625}, {"start": 3596.11, "end": 3596.57, "word": " فجأة", "probability": 0.9693603515625}, {"start": 3596.57, "end": 3596.95, "word": " اتغير", "probability": 0.91845703125}, {"start": 3596.95, "end": 3597.35, "word": " رماه", "probability": 0.75732421875}, {"start": 3597.35, "end": 3597.45, "word": " في", "probability": 0.92041015625}, {"start": 3597.45, "end": 3597.67, "word": " مكان", "probability": 0.99169921875}, {"start": 3597.67, "end": 3597.95, "word": " تاني", "probability": 0.9791666666666666}, {"start": 3597.95, "end": 3598.31, "word": " بعيد", "probability": 0.994140625}, {"start": 3598.31, "end": 3598.95, "word": " المكان", "probability": 0.95751953125}, {"start": 3598.95, "end": 3599.23, "word": " التاني", "probability": 0.9700520833333334}, {"start": 3599.23, "end": 3599.33, "word": " اللي", "probability": 0.827880859375}, {"start": 3599.33, "end": 3599.55, "word": " بعيد", "probability": 0.987060546875}, {"start": 3599.55, "end": 3599.73, "word": " هذا", "probability": 0.8369140625}, {"start": 3599.73, "end": 3600.13, "word": " ممكن", "probability": 0.981201171875}, {"start": 3600.13, "end": 3601.43, "word": " يجربه", "probability": 0.957763671875}, {"start": 3601.43, "end": 3601.93, "word": " لل", "probability": 0.69140625}, {"start": 3601.93, "end": 3602.15, "word": " peak", "probability": 0.371337890625}, {"start": 3602.15, "end": 3602.31, "word": " اللي", "probability": 0.953857421875}, {"start": 3602.31, "end": 3602.59, "word": " كانت", "probability": 0.882080078125}, {"start": 3602.59, "end": 3602.89, "word": " اعلى", "probability": 0.814453125}, {"start": 3602.89, "end": 3603.55, "word": " يجربه", "probability": 0.9190673828125}, {"start": 3603.55, "end": 3603.65, "word": " لل", "probability": 0.7890625}, {"start": 3603.65, "end": 3603.77, "word": " peak", "probability": 0.84033203125}, {"start": 3603.77, "end": 3604.05, "word": " الاعلى", "probability": 0.8922526041666666}, {"start": 3604.05, "end": 3604.69, "word": " لكن", "probability": 0.916015625}, {"start": 3604.69, "end": 3605.23, "word": " عملية", "probability": 0.978515625}, {"start": 3605.23, "end": 3605.67, "word": " الطفرات", "probability": 0.9483642578125}, {"start": 3605.67, "end": 3605.87, "word": " هذه", "probability": 0.662109375}, {"start": 3605.87, "end": 3606.03, "word": " ايش", "probability": 0.7615559895833334}, {"start": 3606.03, "end": 3606.63, "word": " سوّت؟", "probability": 0.742431640625}], "temperature": 1.0}, {"id": 163, "seek": 363655, "start": 3607.33, "end": 3636.55, "text": "لاحظوا إن الخط الأحمر ثابت الخط الأحمر ثابت ليش؟ لأن أنا بقول دايما إيش أعلى قيمة chromosome أو أعلى قيمة لل functional value لأفضل chromosome طبعا لاحظوا في الجيل الأول أفضل قيمة بحطها على جنب و بجيب الجيل التاني الجيل التاني أفضل قيمة بقارنها باللي مخزنها عندى إذا أحسن منها برمي هذه و بحط هذه", "tokens": [1211, 39319, 19913, 14407, 36145, 33962, 9566, 16247, 5016, 29973, 38637, 16758, 2655, 33962, 9566, 16247, 5016, 29973, 38637, 16758, 2655, 32239, 8592, 22807, 5296, 33456, 41850, 4724, 39648, 11778, 47302, 15042, 11933, 1829, 8592, 5551, 3615, 23942, 12174, 32640, 3660, 42896, 34051, 5551, 3615, 23942, 12174, 32640, 3660, 24976, 11745, 2158, 5296, 10721, 5172, 11242, 1211, 42896, 23032, 3555, 3615, 995, 5296, 39319, 19913, 14407, 8978, 25724, 26895, 16247, 12610, 5551, 5172, 11242, 1211, 12174, 32640, 3660, 4724, 5016, 9566, 11296, 15844, 10874, 1863, 3555, 4032, 4724, 7435, 1829, 3555, 25724, 26895, 16712, 7649, 1829, 25724, 26895, 16712, 7649, 1829, 5551, 5172, 11242, 1211, 12174, 32640, 3660, 4724, 4587, 9640, 1863, 11296, 20666, 20292, 3714, 9778, 11622, 1863, 11296, 43242, 7578, 11933, 15730, 5551, 5016, 3794, 1863, 9154, 11296, 4724, 2288, 2304, 1829, 29538, 4032, 4724, 5016, 9566, 29538], "avg_logprob": -0.1044437067305788, "compression_ratio": 2.0448979591836736, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 3607.33, "end": 3607.97, "word": "لاحظوا", "probability": 0.712158203125}, {"start": 3607.97, "end": 3608.31, "word": " إن", "probability": 0.35009765625}, {"start": 3608.31, "end": 3608.87, "word": " الخط", "probability": 0.897705078125}, {"start": 3608.87, "end": 3609.41, "word": " الأحمر", "probability": 0.9505208333333334}, {"start": 3609.41, "end": 3610.09, "word": " ثابت", "probability": 0.9957682291666666}, {"start": 3610.09, "end": 3611.07, "word": " الخط", "probability": 0.727783203125}, {"start": 3611.07, "end": 3611.39, "word": " الأحمر", "probability": 0.9627278645833334}, {"start": 3611.39, "end": 3611.73, "word": " ثابت", "probability": 0.98681640625}, {"start": 3611.73, "end": 3612.03, "word": " ليش؟", "probability": 0.7937825520833334}, {"start": 3612.03, "end": 3612.17, "word": " لأن", "probability": 0.8779296875}, {"start": 3612.17, "end": 3612.67, "word": " أنا", "probability": 0.428466796875}, {"start": 3612.67, "end": 3613.53, "word": " بقول", "probability": 0.68310546875}, {"start": 3613.53, "end": 3613.87, "word": " دايما", "probability": 0.9091796875}, {"start": 3613.87, "end": 3614.45, "word": " إيش", "probability": 0.7608235677083334}, {"start": 3614.45, "end": 3614.91, "word": " أعلى", "probability": 0.9588216145833334}, {"start": 3614.91, "end": 3615.95, "word": " قيمة", "probability": 0.9972330729166666}, {"start": 3615.95, "end": 3617.01, "word": " chromosome", "probability": 0.72607421875}, {"start": 3617.01, "end": 3618.43, "word": " أو", "probability": 0.8154296875}, {"start": 3618.43, "end": 3618.95, "word": " أعلى", "probability": 0.97412109375}, {"start": 3618.95, "end": 3620.87, "word": " قيمة", "probability": 0.994140625}, {"start": 3620.87, "end": 3621.83, "word": " لل", "probability": 0.72900390625}, {"start": 3621.83, "end": 3622.17, "word": " functional", "probability": 0.79296875}, {"start": 3622.17, "end": 3622.75, "word": " value", "probability": 0.98876953125}, {"start": 3622.75, "end": 3623.51, "word": " لأفضل", "probability": 0.9869140625}, {"start": 3623.51, "end": 3624.09, "word": " chromosome", "probability": 0.96533203125}, {"start": 3624.09, "end": 3624.97, "word": " طبعا", "probability": 0.9620361328125}, {"start": 3624.97, "end": 3625.53, "word": " لاحظوا", "probability": 0.819091796875}, {"start": 3625.53, "end": 3625.97, "word": " في", "probability": 0.783203125}, {"start": 3625.97, "end": 3626.21, "word": " الجيل", "probability": 0.96728515625}, {"start": 3626.21, "end": 3626.63, "word": " الأول", "probability": 0.994873046875}, {"start": 3626.63, "end": 3627.47, "word": " أفضل", "probability": 0.98486328125}, {"start": 3627.47, "end": 3627.99, "word": " قيمة", "probability": 0.9943033854166666}, {"start": 3627.99, "end": 3628.53, "word": " بحطها", "probability": 0.97216796875}, {"start": 3628.53, "end": 3628.65, "word": " على", "probability": 0.93115234375}, {"start": 3628.65, "end": 3629.01, "word": " جنب", "probability": 0.9842122395833334}, {"start": 3629.01, "end": 3629.41, "word": " و", "probability": 0.41259765625}, {"start": 3629.41, "end": 3629.69, "word": " بجيب", "probability": 0.9888916015625}, {"start": 3629.69, "end": 3629.95, "word": " الجيل", "probability": 0.974853515625}, {"start": 3629.95, "end": 3630.43, "word": " التاني", "probability": 0.9654947916666666}, {"start": 3630.43, "end": 3631.51, "word": " الجيل", "probability": 0.855224609375}, {"start": 3631.51, "end": 3631.81, "word": " التاني", "probability": 0.9879557291666666}, {"start": 3631.81, "end": 3632.25, "word": " أفضل", "probability": 0.9849853515625}, {"start": 3632.25, "end": 3632.79, "word": " قيمة", "probability": 0.9952799479166666}, {"start": 3632.79, "end": 3633.43, "word": " بقارنها", "probability": 0.98603515625}, {"start": 3633.43, "end": 3633.65, "word": " باللي", "probability": 0.83251953125}, {"start": 3633.65, "end": 3634.09, "word": " مخزنها", "probability": 0.96025390625}, {"start": 3634.09, "end": 3634.43, "word": " عندى", "probability": 0.875}, {"start": 3634.43, "end": 3634.81, "word": " إذا", "probability": 0.956787109375}, {"start": 3634.81, "end": 3635.15, "word": " أحسن", "probability": 0.996337890625}, {"start": 3635.15, "end": 3635.35, "word": " منها", "probability": 0.99462890625}, {"start": 3635.35, "end": 3635.69, "word": " برمي", "probability": 0.9381103515625}, {"start": 3635.69, "end": 3635.89, "word": " هذه", "probability": 0.7392578125}, {"start": 3635.89, "end": 3635.97, "word": " و", "probability": 0.8603515625}, {"start": 3635.97, "end": 3636.23, "word": " بحط", "probability": 0.98193359375}, {"start": 3636.23, "end": 3636.55, "word": " هذه", "probability": 0.921875}], "temperature": 1.0}, {"id": 164, "seek": 364912, "start": 3637.62, "end": 3649.12, "text": "لاحظته؟ طيب إذا لأ مش أحسن منها، بنزلش، بقولها بروح لهاش، بنساها، بخليها تروح للجيل التالت، بس بضلنا نخزن أفضل قيمة كانت موجودة، عشان هي كده بطلع، بنزلش", "tokens": [15040, 5016, 19913, 47395, 22807, 23032, 1829, 3555, 11933, 15730, 5296, 10721, 37893, 5551, 5016, 3794, 1863, 9154, 11296, 12399, 44945, 11622, 1211, 8592, 12399, 4724, 39648, 11296, 4724, 32887, 5016, 5296, 11296, 8592, 12399, 44945, 3794, 995, 11296, 12399, 4724, 9778, 20292, 11296, 6055, 32887, 5016, 24976, 7435, 26895, 16712, 6027, 2655, 12399, 4724, 3794, 4724, 11242, 1211, 8315, 8717, 9778, 11622, 1863, 5551, 5172, 11242, 1211, 12174, 32640, 3660, 25961, 2655, 3714, 29245, 23328, 3660, 12399, 6225, 8592, 7649, 39896, 9122, 3215, 3224, 4724, 9566, 1211, 3615, 12399, 44945, 11622, 1211, 8592], "avg_logprob": -0.16488486120575352, "compression_ratio": 1.6787878787878787, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 3637.62, "end": 3638.26, "word": "لاحظته؟", "probability": 0.82880859375}, {"start": 3638.26, "end": 3638.46, "word": " طيب", "probability": 0.8727213541666666}, {"start": 3638.46, "end": 3638.68, "word": " إذا", "probability": 0.89794921875}, {"start": 3638.68, "end": 3638.8, "word": " لأ", "probability": 0.906982421875}, {"start": 3638.8, "end": 3638.94, "word": " مش", "probability": 0.98681640625}, {"start": 3638.94, "end": 3639.34, "word": " أحسن", "probability": 0.9864501953125}, {"start": 3639.34, "end": 3640.06, "word": " منها،", "probability": 0.8663736979166666}, {"start": 3640.06, "end": 3640.86, "word": " بنزلش،", "probability": 0.90625}, {"start": 3640.86, "end": 3641.18, "word": " بقولها", "probability": 0.4482421875}, {"start": 3641.18, "end": 3641.5, "word": " بروح", "probability": 0.8260091145833334}, {"start": 3641.5, "end": 3642.08, "word": " لهاش،", "probability": 0.77557373046875}, {"start": 3642.08, "end": 3642.8, "word": " بنساها،", "probability": 0.86484375}, {"start": 3642.8, "end": 3643.14, "word": " بخليها", "probability": 0.8505859375}, {"start": 3643.14, "end": 3643.72, "word": " تروح", "probability": 0.9676106770833334}, {"start": 3643.72, "end": 3644.0, "word": " للجيل", "probability": 0.8326822916666666}, {"start": 3644.0, "end": 3644.32, "word": " التالت،", "probability": 0.872314453125}, {"start": 3644.32, "end": 3644.44, "word": " بس", "probability": 0.948974609375}, {"start": 3644.44, "end": 3644.68, "word": " بضلنا", "probability": 0.7681884765625}, {"start": 3644.68, "end": 3645.34, "word": " نخزن", "probability": 0.941650390625}, {"start": 3645.34, "end": 3646.32, "word": " أفضل", "probability": 0.9957275390625}, {"start": 3646.32, "end": 3646.68, "word": " قيمة", "probability": 0.9954427083333334}, {"start": 3646.68, "end": 3646.92, "word": " كانت", "probability": 0.990966796875}, {"start": 3646.92, "end": 3647.64, "word": " موجودة،", "probability": 0.970703125}, {"start": 3647.64, "end": 3647.88, "word": " عشان", "probability": 0.97900390625}, {"start": 3647.88, "end": 3647.98, "word": " هي", "probability": 0.9697265625}, {"start": 3647.98, "end": 3648.12, "word": " كده", "probability": 0.70361328125}, {"start": 3648.12, "end": 3648.6, "word": " بطلع،", "probability": 0.7994140625}, {"start": 3648.6, "end": 3649.12, "word": " بنزلش", "probability": 0.9310302734375}], "temperature": 1.0}, {"id": 165, "seek": 367848, "start": 3650.28, "end": 3678.48, "text": "ولو بعمل minimize هينزل باطلعش هذا الأحمر هذا اللي هو الأحمر أما الأسود اللي هو متوسط مجموع ال chromosomes لأ هذا هصير فيه عشوية أو فيه oscillation كتيرة إذا كان حدث ان ال mutation زادت إذا ال mutation زادت لكن في المقابل إيش اللي صار أنه التفارط الكتير هذه جربتني أو خلت واحد من الحلول اللي بتطلع في ال meet iteration", "tokens": [12610, 2407, 4724, 25957, 1211, 17522, 8032, 9957, 11622, 1211, 4724, 41193, 1211, 3615, 8592, 23758, 16247, 5016, 29973, 23758, 13672, 1829, 31439, 16247, 5016, 29973, 5551, 15042, 16247, 3794, 23328, 13672, 1829, 31439, 44650, 41779, 9566, 3714, 7435, 2304, 45367, 2423, 45228, 5296, 10721, 23758, 8032, 9381, 13546, 8978, 3224, 6225, 8592, 2407, 10632, 34051, 8978, 3224, 18225, 399, 9122, 2655, 48923, 11933, 15730, 25961, 11331, 3215, 12984, 16472, 2423, 27960, 30767, 18513, 2655, 11933, 15730, 2423, 27960, 30767, 18513, 2655, 44381, 8978, 9673, 4587, 16758, 1211, 11933, 1829, 8592, 13672, 1829, 20328, 9640, 14739, 3224, 16712, 5172, 9640, 9566, 33251, 2655, 13546, 29538, 10874, 25513, 2655, 22653, 34051, 16490, 1211, 2655, 36764, 24401, 9154, 21542, 1211, 12610, 13672, 1829, 39894, 9566, 1211, 3615, 8978, 2423, 1677, 24784], "avg_logprob": -0.18774038541775484, "compression_ratio": 1.88, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 3650.28, "end": 3650.58, "word": "ولو", "probability": 0.6937255859375}, {"start": 3650.58, "end": 3650.9, "word": " بعمل", "probability": 0.9176432291666666}, {"start": 3650.9, "end": 3651.42, "word": " minimize", "probability": 0.3857421875}, {"start": 3651.42, "end": 3652.1, "word": " هينزل", "probability": 0.81146240234375}, {"start": 3652.1, "end": 3652.7, "word": " باطلعش", "probability": 0.786669921875}, {"start": 3652.7, "end": 3653.3, "word": " هذا", "probability": 0.50830078125}, {"start": 3653.3, "end": 3653.84, "word": " الأحمر", "probability": 0.9306640625}, {"start": 3653.84, "end": 3654.4, "word": " هذا", "probability": 0.4501953125}, {"start": 3654.4, "end": 3654.5, "word": " اللي", "probability": 0.97607421875}, {"start": 3654.5, "end": 3654.6, "word": " هو", "probability": 0.97998046875}, {"start": 3654.6, "end": 3654.94, "word": " الأحمر", "probability": 0.9768880208333334}, {"start": 3654.94, "end": 3655.52, "word": " أما", "probability": 0.898681640625}, {"start": 3655.52, "end": 3656.68, "word": " الأسود", "probability": 0.97998046875}, {"start": 3656.68, "end": 3656.86, "word": " اللي", "probability": 0.95556640625}, {"start": 3656.86, "end": 3657.0, "word": " هو", "probability": 0.98388671875}, {"start": 3657.0, "end": 3657.96, "word": " متوسط", "probability": 0.94287109375}, {"start": 3657.96, "end": 3658.72, "word": " مجموع", "probability": 0.9462890625}, {"start": 3658.72, "end": 3658.84, "word": " ال", "probability": 0.240966796875}, {"start": 3658.84, "end": 3659.32, "word": " chromosomes", "probability": 0.9033203125}, {"start": 3659.32, "end": 3659.88, "word": " لأ", "probability": 0.9423828125}, {"start": 3659.88, "end": 3660.16, "word": " هذا", "probability": 0.625}, {"start": 3660.16, "end": 3660.96, "word": " هصير", "probability": 0.6141764322916666}, {"start": 3660.96, "end": 3661.38, "word": " فيه", "probability": 0.783935546875}, {"start": 3661.38, "end": 3662.28, "word": " عشوية", "probability": 0.9608154296875}, {"start": 3662.28, "end": 3662.44, "word": " أو", "probability": 0.6923828125}, {"start": 3662.44, "end": 3662.86, "word": " فيه", "probability": 0.6943359375}, {"start": 3662.86, "end": 3663.42, "word": " oscillation", "probability": 0.916748046875}, {"start": 3663.42, "end": 3663.92, "word": " كتيرة", "probability": 0.9488932291666666}, {"start": 3663.92, "end": 3664.46, "word": " إذا", "probability": 0.9306640625}, {"start": 3664.46, "end": 3664.68, "word": " كان", "probability": 0.99365234375}, {"start": 3664.68, "end": 3665.14, "word": " حدث", "probability": 0.9892578125}, {"start": 3665.14, "end": 3666.2, "word": " ان", "probability": 0.468994140625}, {"start": 3666.2, "end": 3666.3, "word": " ال", "probability": 0.7060546875}, {"start": 3666.3, "end": 3666.8, "word": " mutation", "probability": 0.97900390625}, {"start": 3666.8, "end": 3668.74, "word": " زادت", "probability": 0.98486328125}, {"start": 3668.74, "end": 3669.08, "word": " إذا", "probability": 0.78955078125}, {"start": 3669.08, "end": 3669.2, "word": " ال", "probability": 0.8603515625}, {"start": 3669.2, "end": 3669.54, "word": " mutation", "probability": 0.99462890625}, {"start": 3669.54, "end": 3669.9, "word": " زادت", "probability": 0.9874674479166666}, {"start": 3669.9, "end": 3670.12, "word": " لكن", "probability": 0.8720703125}, {"start": 3670.12, "end": 3670.3, "word": " في", "probability": 0.9521484375}, {"start": 3670.3, "end": 3670.98, "word": " المقابل", "probability": 0.9949951171875}, {"start": 3670.98, "end": 3671.4, "word": " إيش", "probability": 0.8251953125}, {"start": 3671.4, "end": 3671.54, "word": " اللي", "probability": 0.99609375}, {"start": 3671.54, "end": 3671.92, "word": " صار", "probability": 0.98291015625}, {"start": 3671.92, "end": 3672.74, "word": " أنه", "probability": 0.626953125}, {"start": 3672.74, "end": 3673.44, "word": " التفارط", "probability": 0.75445556640625}, {"start": 3673.44, "end": 3673.86, "word": " الكتير", "probability": 0.93310546875}, {"start": 3673.86, "end": 3674.3, "word": " هذه", "probability": 0.73046875}, {"start": 3674.3, "end": 3675.74, "word": " جربتني", "probability": 0.976806640625}, {"start": 3675.74, "end": 3675.98, "word": " أو", "probability": 0.8974609375}, {"start": 3675.98, "end": 3676.34, "word": " خلت", "probability": 0.9435221354166666}, {"start": 3676.34, "end": 3676.58, "word": " واحد", "probability": 0.98828125}, {"start": 3676.58, "end": 3676.76, "word": " من", "probability": 0.99072265625}, {"start": 3676.76, "end": 3677.22, "word": " الحلول", "probability": 0.8106282552083334}, {"start": 3677.22, "end": 3677.36, "word": " اللي", "probability": 0.97998046875}, {"start": 3677.36, "end": 3677.64, "word": " بتطلع", "probability": 0.77679443359375}, {"start": 3677.64, "end": 3677.76, "word": " في", "probability": 0.798828125}, {"start": 3677.76, "end": 3677.84, "word": " ال", "probability": 0.77392578125}, {"start": 3677.84, "end": 3677.98, "word": " meet", "probability": 0.4140625}, {"start": 3677.98, "end": 3678.48, "word": " iteration", "probability": 0.84326171875}], "temperature": 1.0}, {"id": 166, "seek": 370236, "start": 3679.22, "end": 3702.36, "text": "أحسن من اللي طلع من الأول بحيث ان ال peak هنا جدش وصلت حوالي أعلى من ال 1.7 طب هناك كانت أقل من 1.7 هنا صارت أعلى من 1.7 طيب نفس الكلام لو قلنا بدنا نعمله ال performance هنا لل graph لعشرين generation لاحظوا فقط عشرين generation", "tokens": [10721, 5016, 3794, 1863, 9154, 13672, 1829, 23032, 1211, 3615, 9154, 16247, 12610, 4724, 5016, 1829, 12984, 16472, 2423, 10651, 34105, 10874, 3215, 8592, 4032, 36520, 2655, 11331, 2407, 6027, 1829, 5551, 3615, 23942, 9154, 2423, 502, 13, 22, 23032, 3555, 34105, 4117, 25961, 2655, 5551, 4587, 1211, 9154, 502, 13, 22, 34105, 20328, 9640, 2655, 5551, 3615, 23942, 9154, 502, 13, 22, 23032, 1829, 3555, 8717, 36178, 2423, 28820, 10943, 45164, 12174, 1211, 8315, 47525, 8315, 8717, 25957, 43761, 2423, 3389, 34105, 24976, 4295, 5296, 3615, 46309, 9957, 5125, 20193, 5016, 19913, 14407, 6156, 47432, 6225, 46309, 9957, 5125], "avg_logprob": -0.16104578971862793, "compression_ratio": 1.6790697674418604, "no_speech_prob": 7.271766662597656e-06, "words": [{"start": 3679.22, "end": 3679.72, "word": "أحسن", "probability": 0.8018798828125}, {"start": 3679.72, "end": 3680.7, "word": " من", "probability": 0.91943359375}, {"start": 3680.7, "end": 3680.86, "word": " اللي", "probability": 0.650634765625}, {"start": 3680.86, "end": 3681.06, "word": " طلع", "probability": 0.9620768229166666}, {"start": 3681.06, "end": 3681.22, "word": " من", "probability": 0.791015625}, {"start": 3681.22, "end": 3681.62, "word": " الأول", "probability": 0.9775390625}, {"start": 3681.62, "end": 3683.18, "word": " بحيث", "probability": 0.9481201171875}, {"start": 3683.18, "end": 3683.34, "word": " ان", "probability": 0.42138671875}, {"start": 3683.34, "end": 3683.86, "word": " ال", "probability": 0.7724609375}, {"start": 3683.86, "end": 3684.18, "word": " peak", "probability": 0.30712890625}, {"start": 3684.18, "end": 3684.5, "word": " هنا", "probability": 0.908203125}, {"start": 3684.5, "end": 3684.92, "word": " جدش", "probability": 0.6666666666666666}, {"start": 3684.92, "end": 3685.46, "word": " وصلت", "probability": 0.9700520833333334}, {"start": 3685.46, "end": 3686.22, "word": " حوالي", "probability": 0.941162109375}, {"start": 3686.22, "end": 3686.54, "word": " أعلى", "probability": 0.8933919270833334}, {"start": 3686.54, "end": 3686.7, "word": " من", "probability": 0.99169921875}, {"start": 3686.7, "end": 3686.82, "word": " ال", "probability": 0.428955078125}, {"start": 3686.82, "end": 3686.96, "word": " 1", "probability": 0.87109375}, {"start": 3686.96, "end": 3687.56, "word": ".7", "probability": 0.9833984375}, {"start": 3687.56, "end": 3687.92, "word": " طب", "probability": 0.71875}, {"start": 3687.92, "end": 3688.16, "word": " هناك", "probability": 0.886474609375}, {"start": 3688.16, "end": 3688.42, "word": " كانت", "probability": 0.95263671875}, {"start": 3688.42, "end": 3688.72, "word": " أقل", "probability": 0.8841145833333334}, {"start": 3688.72, "end": 3688.88, "word": " من", "probability": 0.994140625}, {"start": 3688.88, "end": 3689.06, "word": " 1", "probability": 0.77490234375}, {"start": 3689.06, "end": 3689.5, "word": ".7", "probability": 0.9970703125}, {"start": 3689.5, "end": 3690.12, "word": " هنا", "probability": 0.84765625}, {"start": 3690.12, "end": 3690.46, "word": " صارت", "probability": 0.9249674479166666}, {"start": 3690.46, "end": 3690.8, "word": " أعلى", "probability": 0.9475911458333334}, {"start": 3690.8, "end": 3690.94, "word": " من", "probability": 0.9912109375}, {"start": 3690.94, "end": 3691.12, "word": " 1", "probability": 0.9892578125}, {"start": 3691.12, "end": 3691.8, "word": ".7", "probability": 0.998046875}, {"start": 3691.8, "end": 3693.3, "word": " طيب", "probability": 0.8837890625}, {"start": 3693.3, "end": 3693.72, "word": " نفس", "probability": 0.927490234375}, {"start": 3693.72, "end": 3694.08, "word": " الكلام", "probability": 0.9611002604166666}, {"start": 3694.08, "end": 3694.22, "word": " لو", "probability": 0.9658203125}, {"start": 3694.22, "end": 3694.5, "word": " قلنا", "probability": 0.8889973958333334}, {"start": 3694.5, "end": 3694.76, "word": " بدنا", "probability": 0.892578125}, {"start": 3694.76, "end": 3695.2, "word": " نعمله", "probability": 0.9934895833333334}, {"start": 3695.2, "end": 3696.68, "word": " ال", "probability": 0.97900390625}, {"start": 3696.68, "end": 3697.1, "word": " performance", "probability": 0.9765625}, {"start": 3697.1, "end": 3697.34, "word": " هنا", "probability": 0.81787109375}, {"start": 3697.34, "end": 3697.5, "word": " لل", "probability": 0.87744140625}, {"start": 3697.5, "end": 3697.8, "word": " graph", "probability": 0.86181640625}, {"start": 3697.8, "end": 3698.94, "word": " لعشرين", "probability": 0.78582763671875}, {"start": 3698.94, "end": 3700.28, "word": " generation", "probability": 0.79833984375}, {"start": 3700.28, "end": 3701.1, "word": " لاحظوا", "probability": 0.79254150390625}, {"start": 3701.1, "end": 3701.6, "word": " فقط", "probability": 0.9892578125}, {"start": 3701.6, "end": 3701.94, "word": " عشرين", "probability": 0.9645182291666666}, {"start": 3701.94, "end": 3702.36, "word": " generation", "probability": 0.96533203125}], "temperature": 1.0}, {"id": 167, "seek": 370884, "start": 3703.22, "end": 3708.84, "text": "ما كانوش .. مش مية، لكن في المقابل أكاميك روموزوم في الجيل الواحد، ستين", "tokens": [15042, 25961, 2407, 8592, 4386, 37893, 3714, 10632, 12399, 44381, 8978, 9673, 4587, 16758, 1211, 5551, 4117, 10943, 1829, 4117, 12602, 20498, 2407, 11622, 20498, 8978, 25724, 26895, 2423, 14407, 24401, 12399, 8608, 2655, 9957], "avg_logprob": -0.2777777901954121, "compression_ratio": 1.3229166666666667, "no_speech_prob": 0.0, "words": [{"start": 3703.22, "end": 3703.42, "word": "ما", "probability": 0.52685546875}, {"start": 3703.42, "end": 3703.74, "word": " كانوش", "probability": 0.86279296875}, {"start": 3703.74, "end": 3703.86, "word": " ..", "probability": 0.2252197265625}, {"start": 3703.86, "end": 3704.0, "word": " مش", "probability": 0.8505859375}, {"start": 3704.0, "end": 3705.02, "word": " مية،", "probability": 0.6852213541666666}, {"start": 3705.02, "end": 3705.24, "word": " لكن", "probability": 0.90771484375}, {"start": 3705.24, "end": 3705.38, "word": " في", "probability": 0.9189453125}, {"start": 3705.38, "end": 3705.92, "word": " المقابل", "probability": 0.989013671875}, {"start": 3705.92, "end": 3706.3, "word": " أكاميك", "probability": 0.610009765625}, {"start": 3706.3, "end": 3706.78, "word": " روموزوم", "probability": 0.783544921875}, {"start": 3706.78, "end": 3706.92, "word": " في", "probability": 0.92578125}, {"start": 3706.92, "end": 3707.26, "word": " الجيل", "probability": 0.952392578125}, {"start": 3707.26, "end": 3708.36, "word": " الواحد،", "probability": 0.95556640625}, {"start": 3708.36, "end": 3708.84, "word": " ستين", "probability": 0.8746744791666666}], "temperature": 1.0}, {"id": 168, "seek": 373835, "start": 3709.85, "end": 3738.35, "text": "60 هناك كنا بنقول 600 600 يعني عدد ال evaluation اللي .. اللي .. اللي بدنا نعملها عملية ال evaluation اللي بدنا نعملها 600 ماشي هنا نفس الكلام زيها زيها هنا اللي اختلف عندي أنه في الحالة الواحدة في الجيل الواحد في عدد كرموزومات أكبر يعني أنا غطيت بمعنى غطيت الرقع بشكل أكبر أو ال surface بشكل أكبر اللي ببحث فيه", "tokens": [4550, 34105, 4117, 9122, 8315, 44945, 39648, 11849, 11849, 37495, 22653, 6225, 3215, 3215, 2423, 13344, 13672, 1829, 4386, 13672, 1829, 4386, 13672, 1829, 47525, 8315, 8717, 25957, 1211, 11296, 6225, 42213, 10632, 2423, 13344, 13672, 1829, 47525, 8315, 8717, 25957, 1211, 11296, 11849, 3714, 33599, 1829, 34105, 8717, 36178, 2423, 28820, 10943, 30767, 1829, 11296, 30767, 1829, 11296, 34105, 13672, 1829, 1975, 46456, 46538, 18871, 16254, 14739, 3224, 8978, 21542, 6027, 3660, 2423, 14407, 24401, 3660, 8978, 25724, 26895, 2423, 14407, 24401, 8978, 6225, 3215, 3215, 9122, 2288, 2304, 2407, 11622, 20498, 9307, 5551, 4117, 26890, 37495, 22653, 41850, 32771, 9566, 36081, 4724, 2304, 3615, 1863, 7578, 32771, 9566, 36081, 34892, 4587, 3615, 4724, 8592, 28820, 5551, 4117, 26890, 34051, 2423, 3753, 4724, 8592, 28820, 5551, 4117, 26890, 13672, 1829, 4724, 49628, 12984, 8978, 3224], "avg_logprob": -0.11490647766711938, "compression_ratio": 2.0553359683794468, "no_speech_prob": 6.139278411865234e-06, "words": [{"start": 3709.85, "end": 3710.29, "word": "60", "probability": 0.412353515625}, {"start": 3710.29, "end": 3710.85, "word": " هناك", "probability": 0.5595703125}, {"start": 3710.85, "end": 3710.95, "word": " كنا", "probability": 0.960693359375}, {"start": 3710.95, "end": 3711.23, "word": " بنقول", "probability": 0.912353515625}, {"start": 3711.23, "end": 3711.95, "word": " 600", "probability": 0.59814453125}, {"start": 3711.95, "end": 3713.29, "word": " 600", "probability": 0.2744140625}, {"start": 3713.29, "end": 3713.85, "word": " يعني", "probability": 0.951904296875}, {"start": 3713.85, "end": 3714.23, "word": " عدد", "probability": 0.9921875}, {"start": 3714.23, "end": 3714.39, "word": " ال", "probability": 0.9091796875}, {"start": 3714.39, "end": 3714.93, "word": " evaluation", "probability": 0.95703125}, {"start": 3714.93, "end": 3716.83, "word": " اللي", "probability": 0.87353515625}, {"start": 3716.83, "end": 3716.83, "word": " ..", "probability": 0.384765625}, {"start": 3716.83, "end": 3717.23, "word": " اللي", "probability": 0.93017578125}, {"start": 3717.23, "end": 3717.23, "word": " ..", "probability": 0.79150390625}, {"start": 3717.23, "end": 3717.47, "word": " اللي", "probability": 0.973876953125}, {"start": 3717.47, "end": 3717.71, "word": " بدنا", "probability": 0.927001953125}, {"start": 3717.71, "end": 3718.51, "word": " نعملها", "probability": 0.963623046875}, {"start": 3718.51, "end": 3718.97, "word": " عملية", "probability": 0.9500325520833334}, {"start": 3718.97, "end": 3719.09, "word": " ال", "probability": 0.9658203125}, {"start": 3719.09, "end": 3719.27, "word": " evaluation", "probability": 0.978515625}, {"start": 3719.27, "end": 3719.39, "word": " اللي", "probability": 0.982421875}, {"start": 3719.39, "end": 3719.55, "word": " بدنا", "probability": 0.95263671875}, {"start": 3719.55, "end": 3719.95, "word": " نعملها", "probability": 0.990478515625}, {"start": 3719.95, "end": 3720.71, "word": " 600", "probability": 0.385498046875}, {"start": 3720.71, "end": 3722.19, "word": " ماشي", "probability": 0.94384765625}, {"start": 3722.19, "end": 3722.71, "word": " هنا", "probability": 0.77197265625}, {"start": 3722.71, "end": 3722.91, "word": " نفس", "probability": 0.997314453125}, {"start": 3722.91, "end": 3723.39, "word": " الكلام", "probability": 0.9578450520833334}, {"start": 3723.39, "end": 3724.19, "word": " زيها", "probability": 0.9718424479166666}, {"start": 3724.19, "end": 3724.61, "word": " زيها", "probability": 0.9807942708333334}, {"start": 3724.61, "end": 3725.21, "word": " هنا", "probability": 0.91650390625}, {"start": 3725.21, "end": 3726.47, "word": " اللي", "probability": 0.891845703125}, {"start": 3726.47, "end": 3726.95, "word": " اختلف", "probability": 0.9576822916666666}, {"start": 3726.95, "end": 3727.29, "word": " عندي", "probability": 0.776611328125}, {"start": 3727.29, "end": 3727.55, "word": " أنه", "probability": 0.6141357421875}, {"start": 3727.55, "end": 3727.63, "word": " في", "probability": 0.97900390625}, {"start": 3727.63, "end": 3728.13, "word": " الحالة", "probability": 0.9861653645833334}, {"start": 3728.13, "end": 3728.49, "word": " الواحدة", "probability": 0.9896240234375}, {"start": 3728.49, "end": 3728.61, "word": " في", "probability": 0.8662109375}, {"start": 3728.61, "end": 3728.95, "word": " الجيل", "probability": 0.963623046875}, {"start": 3728.95, "end": 3729.43, "word": " الواحد", "probability": 0.9933268229166666}, {"start": 3729.43, "end": 3729.79, "word": " في", "probability": 0.8740234375}, {"start": 3729.79, "end": 3730.29, "word": " عدد", "probability": 0.9192708333333334}, {"start": 3730.29, "end": 3731.25, "word": " كرموزومات", "probability": 0.7653111049107143}, {"start": 3731.25, "end": 3731.87, "word": " أكبر", "probability": 0.9625651041666666}, {"start": 3731.87, "end": 3732.45, "word": " يعني", "probability": 0.97509765625}, {"start": 3732.45, "end": 3732.67, "word": " أنا", "probability": 0.85205078125}, {"start": 3732.67, "end": 3733.47, "word": " غطيت", "probability": 0.98583984375}, {"start": 3733.47, "end": 3734.23, "word": " بمعنى", "probability": 0.9693359375}, {"start": 3734.23, "end": 3734.87, "word": " غطيت", "probability": 0.9503580729166666}, {"start": 3734.87, "end": 3735.41, "word": " الرقع", "probability": 0.87353515625}, {"start": 3735.41, "end": 3735.81, "word": " بشكل", "probability": 0.9889322916666666}, {"start": 3735.81, "end": 3736.09, "word": " أكبر", "probability": 0.9755859375}, {"start": 3736.09, "end": 3736.27, "word": " أو", "probability": 0.8515625}, {"start": 3736.27, "end": 3736.35, "word": " ال", "probability": 0.67138671875}, {"start": 3736.35, "end": 3736.63, "word": " surface", "probability": 0.91943359375}, {"start": 3736.63, "end": 3737.37, "word": " بشكل", "probability": 0.97802734375}, {"start": 3737.37, "end": 3737.65, "word": " أكبر", "probability": 0.9739583333333334}, {"start": 3737.65, "end": 3737.77, "word": " اللي", "probability": 0.986328125}, {"start": 3737.77, "end": 3738.13, "word": " ببحث", "probability": 0.9309895833333334}, {"start": 3738.13, "end": 3738.35, "word": " فيه", "probability": 0.99169921875}], "temperature": 1.0}, {"id": 169, "seek": 376678, "start": 3738.72, "end": 3766.78, "text": "فبصير فيه إمكانية أنه أقول أه هذه أحسن واحدة غير ما يكونوا تلاتة أربعة خمسة و كلهم كانوا بعادب نطورين بعيد عن ال peaks تمام فهذه متوقعة أنه هتوصلني كويس و بشكل smoothly أكتر بشكل smoothly أكتر لحظوا أفضل قيمة مابدتش من قيمة منخفضة بدأت من قيمة عالية بدأت من قيمة عالية لأنه لما برمي مائة نقطة غير مرمي جتين خمس نقطة", "tokens": [5172, 3555, 9381, 13546, 8978, 3224, 11933, 2304, 41361, 10632, 14739, 3224, 5551, 39648, 5551, 3224, 29538, 5551, 5016, 3794, 1863, 36764, 24401, 3660, 32771, 13546, 19446, 7251, 30544, 14407, 6055, 1211, 9307, 3660, 5551, 25513, 27884, 16490, 2304, 3794, 3660, 4032, 28242, 16095, 25961, 14407, 45030, 18513, 3555, 8717, 9566, 13063, 9957, 45030, 25708, 18871, 2423, 26897, 46811, 10943, 6156, 3224, 24192, 44650, 30543, 27884, 14739, 3224, 8032, 2655, 2407, 36520, 22653, 9122, 45865, 3794, 4032, 4724, 8592, 28820, 19565, 5551, 4117, 2655, 2288, 4724, 8592, 28820, 19565, 5551, 4117, 2655, 2288, 5296, 5016, 19913, 14407, 5551, 5172, 11242, 1211, 12174, 32640, 3660, 3714, 16758, 3215, 2655, 8592, 9154, 12174, 32640, 3660, 9154, 9778, 5172, 11242, 3660, 47525, 10721, 2655, 9154, 12174, 32640, 3660, 6225, 6027, 10632, 47525, 10721, 2655, 9154, 12174, 32640, 3660, 6225, 6027, 10632, 5296, 33456, 3224, 5296, 15042, 4724, 2288, 2304, 1829, 3714, 16373, 3660, 8717, 47432, 3660, 32771, 13546, 3714, 2288, 2304, 1829, 10874, 2655, 9957, 16490, 2304, 3794, 8717, 47432, 3660], "avg_logprob": -0.14654215623641156, "compression_ratio": 1.9783393501805053, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 3738.72, "end": 3739.22, "word": "فبصير", "probability": 0.8658447265625}, {"start": 3739.22, "end": 3739.48, "word": " فيه", "probability": 0.69580078125}, {"start": 3739.48, "end": 3739.92, "word": " إمكانية", "probability": 0.9300537109375}, {"start": 3739.92, "end": 3740.1, "word": " أنه", "probability": 0.58544921875}, {"start": 3740.1, "end": 3740.34, "word": " أقول", "probability": 0.812255859375}, {"start": 3740.34, "end": 3740.54, "word": " أه", "probability": 0.6629638671875}, {"start": 3740.54, "end": 3740.76, "word": " هذه", "probability": 0.64794921875}, {"start": 3740.76, "end": 3741.14, "word": " أحسن", "probability": 0.9896240234375}, {"start": 3741.14, "end": 3741.56, "word": " واحدة", "probability": 0.95751953125}, {"start": 3741.56, "end": 3742.04, "word": " غير", "probability": 0.85791015625}, {"start": 3742.04, "end": 3742.12, "word": " ما", "probability": 0.96923828125}, {"start": 3742.12, "end": 3742.42, "word": " يكونوا", "probability": 0.96923828125}, {"start": 3742.42, "end": 3742.76, "word": " تلاتة", "probability": 0.9141845703125}, {"start": 3742.76, "end": 3743.06, "word": " أربعة", "probability": 0.8341471354166666}, {"start": 3743.06, "end": 3743.62, "word": " خمسة", "probability": 0.91259765625}, {"start": 3743.62, "end": 3744.06, "word": " و", "probability": 0.9287109375}, {"start": 3744.06, "end": 3744.36, "word": " كلهم", "probability": 0.753662109375}, {"start": 3744.36, "end": 3744.6, "word": " كانوا", "probability": 0.982421875}, {"start": 3744.6, "end": 3744.98, "word": " بعادب", "probability": 0.7103678385416666}, {"start": 3744.98, "end": 3745.38, "word": " نطورين", "probability": 0.7833251953125}, {"start": 3745.38, "end": 3745.7, "word": " بعيد", "probability": 0.9931640625}, {"start": 3745.7, "end": 3745.92, "word": " عن", "probability": 0.97900390625}, {"start": 3745.92, "end": 3746.46, "word": " ال", "probability": 0.98486328125}, {"start": 3746.46, "end": 3746.82, "word": " peaks", "probability": 0.67626953125}, {"start": 3746.82, "end": 3748.12, "word": " تمام", "probability": 0.87451171875}, {"start": 3748.12, "end": 3748.7, "word": " فهذه", "probability": 0.8391927083333334}, {"start": 3748.7, "end": 3749.14, "word": " متوقعة", "probability": 0.7655436197916666}, {"start": 3749.14, "end": 3749.3, "word": " أنه", "probability": 0.7841796875}, {"start": 3749.3, "end": 3750.1, "word": " هتوصلني", "probability": 0.810400390625}, {"start": 3750.1, "end": 3751.56, "word": " كويس", "probability": 0.9651692708333334}, {"start": 3751.56, "end": 3751.94, "word": " و", "probability": 0.74169921875}, {"start": 3751.94, "end": 3752.94, "word": " بشكل", "probability": 0.9833984375}, {"start": 3752.94, "end": 3753.52, "word": " smoothly", "probability": 0.76416015625}, {"start": 3753.52, "end": 3754.06, "word": " أكتر", "probability": 0.9820556640625}, {"start": 3754.06, "end": 3754.92, "word": " بشكل", "probability": 0.8792317708333334}, {"start": 3754.92, "end": 3755.38, "word": " smoothly", "probability": 0.8505859375}, {"start": 3755.38, "end": 3755.76, "word": " أكتر", "probability": 0.9854736328125}, {"start": 3755.76, "end": 3756.26, "word": " لحظوا", "probability": 0.62420654296875}, {"start": 3756.26, "end": 3756.66, "word": " أفضل", "probability": 0.9947509765625}, {"start": 3756.66, "end": 3757.12, "word": " قيمة", "probability": 0.9899088541666666}, {"start": 3757.12, "end": 3757.66, "word": " مابدتش", "probability": 0.840576171875}, {"start": 3757.66, "end": 3757.84, "word": " من", "probability": 0.958984375}, {"start": 3757.84, "end": 3758.1, "word": " قيمة", "probability": 0.99267578125}, {"start": 3758.1, "end": 3758.6, "word": " منخفضة", "probability": 0.93134765625}, {"start": 3758.6, "end": 3759.18, "word": " بدأت", "probability": 0.9593098958333334}, {"start": 3759.18, "end": 3759.28, "word": " من", "probability": 0.99365234375}, {"start": 3759.28, "end": 3759.56, "word": " قيمة", "probability": 0.994140625}, {"start": 3759.56, "end": 3759.94, "word": " عالية", "probability": 0.994140625}, {"start": 3759.94, "end": 3760.56, "word": " بدأت", "probability": 0.8912760416666666}, {"start": 3760.56, "end": 3760.68, "word": " من", "probability": 0.99365234375}, {"start": 3760.68, "end": 3761.12, "word": " قيمة", "probability": 0.9928385416666666}, {"start": 3761.12, "end": 3761.76, "word": " عالية", "probability": 0.9954427083333334}, {"start": 3761.76, "end": 3763.76, "word": " لأنه", "probability": 0.89697265625}, {"start": 3763.76, "end": 3764.1, "word": " لما", "probability": 0.94970703125}, {"start": 3764.1, "end": 3764.54, "word": " برمي", "probability": 0.87646484375}, {"start": 3764.54, "end": 3764.98, "word": " مائة", "probability": 0.6866048177083334}, {"start": 3764.98, "end": 3765.34, "word": " نقطة", "probability": 0.9830729166666666}, {"start": 3765.34, "end": 3765.54, "word": " غير", "probability": 0.98876953125}, {"start": 3765.54, "end": 3765.82, "word": " مرمي", "probability": 0.72607421875}, {"start": 3765.82, "end": 3766.14, "word": " جتين", "probability": 0.8662109375}, {"start": 3766.14, "end": 3766.38, "word": " خمس", "probability": 0.9300130208333334}, {"start": 3766.38, "end": 3766.78, "word": " نقطة", "probability": 0.8873697916666666}], "temperature": 1.0}, {"id": 170, "seek": 378921, "start": 3767.49, "end": 3789.21, "text": "على نفس المساحة فال meet نقطة بتغطي بشكل أكبر فبتعطيني من خلال نتائجها بتعطيني رؤية أوسع لوين الأفضل على ال area اللي أنا فيها فحتى متوسط القيم ال evaluation value لل chromosomes فيها smooth أكتر فيها smooth أكتر", "tokens": [3615, 23942, 8717, 36178, 9673, 3794, 39319, 3660, 6156, 6027, 1677, 8717, 47432, 3660, 39894, 17082, 9566, 1829, 4724, 8592, 28820, 5551, 4117, 26890, 6156, 3555, 2655, 3615, 9566, 9957, 1829, 9154, 16490, 1211, 6027, 8717, 2655, 16373, 7435, 11296, 39894, 3615, 9566, 9957, 1829, 12602, 33604, 10632, 34051, 3794, 3615, 5296, 2407, 9957, 16247, 5172, 11242, 1211, 15844, 2423, 1859, 13672, 1829, 41850, 8978, 11296, 6156, 33753, 7578, 44650, 41779, 9566, 25062, 32640, 2423, 13344, 2158, 24976, 45228, 8978, 11296, 5508, 5551, 4117, 2655, 2288, 8978, 11296, 5508, 5551, 4117, 2655, 2288], "avg_logprob": -0.12275598491442964, "compression_ratio": 1.6394230769230769, "no_speech_prob": 1.4781951904296875e-05, "words": [{"start": 3767.49, "end": 3767.91, "word": "على", "probability": 0.899658203125}, {"start": 3767.91, "end": 3768.27, "word": " نفس", "probability": 0.992431640625}, {"start": 3768.27, "end": 3768.95, "word": " المساحة", "probability": 0.979736328125}, {"start": 3768.95, "end": 3769.57, "word": " فال", "probability": 0.4749755859375}, {"start": 3769.57, "end": 3769.69, "word": " meet", "probability": 0.430908203125}, {"start": 3769.69, "end": 3769.95, "word": " نقطة", "probability": 0.9034830729166666}, {"start": 3769.95, "end": 3770.47, "word": " بتغطي", "probability": 0.9473876953125}, {"start": 3770.47, "end": 3770.79, "word": " بشكل", "probability": 0.9728190104166666}, {"start": 3770.79, "end": 3771.15, "word": " أكبر", "probability": 0.8904622395833334}, {"start": 3771.15, "end": 3771.91, "word": " فبتعطيني", "probability": 0.8380998883928571}, {"start": 3771.91, "end": 3772.37, "word": " من", "probability": 0.98095703125}, {"start": 3772.37, "end": 3772.63, "word": " خلال", "probability": 0.9947916666666666}, {"start": 3772.63, "end": 3773.25, "word": " نتائجها", "probability": 0.99130859375}, {"start": 3773.25, "end": 3774.13, "word": " بتعطيني", "probability": 0.92646484375}, {"start": 3774.13, "end": 3774.37, "word": " رؤية", "probability": 0.9775390625}, {"start": 3774.37, "end": 3775.11, "word": " أوسع", "probability": 0.8987630208333334}, {"start": 3775.11, "end": 3776.13, "word": " لوين", "probability": 0.8699544270833334}, {"start": 3776.13, "end": 3777.01, "word": " الأفضل", "probability": 0.99072265625}, {"start": 3777.01, "end": 3777.37, "word": " على", "probability": 0.87744140625}, {"start": 3777.37, "end": 3778.05, "word": " ال", "probability": 0.9296875}, {"start": 3778.05, "end": 3778.31, "word": " area", "probability": 0.828125}, {"start": 3778.31, "end": 3778.41, "word": " اللي", "probability": 0.943603515625}, {"start": 3778.41, "end": 3778.53, "word": " أنا", "probability": 0.6611328125}, {"start": 3778.53, "end": 3778.83, "word": " فيها", "probability": 0.9833984375}, {"start": 3778.83, "end": 3779.57, "word": " فحتى", "probability": 0.9654947916666666}, {"start": 3779.57, "end": 3780.83, "word": " متوسط", "probability": 0.96142578125}, {"start": 3780.83, "end": 3783.39, "word": " القيم", "probability": 0.725830078125}, {"start": 3783.39, "end": 3783.73, "word": " ال", "probability": 0.7724609375}, {"start": 3783.73, "end": 3784.07, "word": " evaluation", "probability": 0.9716796875}, {"start": 3784.07, "end": 3784.53, "word": " value", "probability": 0.9638671875}, {"start": 3784.53, "end": 3784.67, "word": " لل", "probability": 0.3466796875}, {"start": 3784.67, "end": 3785.17, "word": " chromosomes", "probability": 0.8173828125}, {"start": 3785.17, "end": 3785.99, "word": " فيها", "probability": 0.9091796875}, {"start": 3785.99, "end": 3786.97, "word": " smooth", "probability": 0.9208984375}, {"start": 3786.97, "end": 3787.49, "word": " أكتر", "probability": 0.89892578125}, {"start": 3787.49, "end": 3788.25, "word": " فيها", "probability": 0.88720703125}, {"start": 3788.25, "end": 3788.67, "word": " smooth", "probability": 0.86669921875}, {"start": 3788.67, "end": 3789.21, "word": " أكتر", "probability": 0.9776611328125}], "temperature": 1.0}, {"id": 171, "seek": 381293, "start": 3789.89, "end": 3812.93, "text": "رغم أن أنا بتعامل مع mutation واحد من الف، مش من مية، واحد من الف، ليش؟ لأنه أنا مش محتاج أعمل طفرة، أنا الطفرة عندي في الستين chromosome، يعني هذه الطفرة كانت من ستة، واحد منهم بتدرمي بعيد، طب ما هو، لما بكون عامل ستين، اللي بعيد هذا ما .. أنا رامي أصلا حواليه نقطة، مش محتاج أعمل طفرة أرمي عنده نقطة", "tokens": [2288, 17082, 2304, 14739, 41850, 39894, 3615, 10943, 1211, 20449, 27960, 36764, 24401, 9154, 27188, 12399, 37893, 9154, 3714, 10632, 12399, 36764, 24401, 9154, 27188, 12399, 32239, 8592, 22807, 5296, 33456, 3224, 41850, 37893, 3714, 33753, 26108, 5551, 25957, 1211, 23032, 5172, 25720, 12399, 41850, 41950, 5172, 25720, 18871, 16254, 8978, 2423, 14851, 9957, 42896, 12399, 37495, 22653, 29538, 41950, 5172, 25720, 25961, 2655, 9154, 8608, 2655, 3660, 12399, 36764, 24401, 9154, 16095, 39894, 3215, 2288, 2304, 1829, 45030, 25708, 12399, 23032, 3555, 19446, 31439, 12399, 5296, 15042, 4724, 30544, 6225, 10943, 1211, 8608, 2655, 9957, 12399, 13672, 1829, 45030, 25708, 23758, 19446, 4386, 41850, 12602, 10943, 1829, 5551, 9381, 15040, 11331, 2407, 6027, 1829, 3224, 8717, 47432, 3660, 12399, 37893, 3714, 33753, 26108, 5551, 25957, 1211, 23032, 5172, 25720, 5551, 2288, 2304, 1829, 43242, 3224, 8717, 47432, 3660], "avg_logprob": -0.12042410719607557, "compression_ratio": 2.0193798449612403, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 3789.89, "end": 3790.21, "word": "رغم", "probability": 0.8683268229166666}, {"start": 3790.21, "end": 3790.31, "word": " أن", "probability": 0.48681640625}, {"start": 3790.31, "end": 3790.41, "word": " أنا", "probability": 0.81982421875}, {"start": 3790.41, "end": 3790.81, "word": " بتعامل", "probability": 0.9144287109375}, {"start": 3790.81, "end": 3791.05, "word": " مع", "probability": 0.94775390625}, {"start": 3791.05, "end": 3792.05, "word": " mutation", "probability": 0.68310546875}, {"start": 3792.05, "end": 3793.43, "word": " واحد", "probability": 0.957763671875}, {"start": 3793.43, "end": 3793.71, "word": " من", "probability": 0.99169921875}, {"start": 3793.71, "end": 3794.75, "word": " الف،", "probability": 0.44921875}, {"start": 3794.75, "end": 3794.89, "word": " مش", "probability": 0.86767578125}, {"start": 3794.89, "end": 3795.05, "word": " من", "probability": 0.9912109375}, {"start": 3795.05, "end": 3795.75, "word": " مية،", "probability": 0.89990234375}, {"start": 3795.75, "end": 3795.97, "word": " واحد", "probability": 0.96826171875}, {"start": 3795.97, "end": 3796.13, "word": " من", "probability": 0.99658203125}, {"start": 3796.13, "end": 3796.95, "word": " الف،", "probability": 0.702392578125}, {"start": 3796.95, "end": 3797.69, "word": " ليش؟", "probability": 0.9651692708333334}, {"start": 3797.69, "end": 3798.09, "word": " لأنه", "probability": 0.8629557291666666}, {"start": 3798.09, "end": 3798.17, "word": " أنا", "probability": 0.89111328125}, {"start": 3798.17, "end": 3798.31, "word": " مش", "probability": 0.98486328125}, {"start": 3798.31, "end": 3798.59, "word": " محتاج", "probability": 0.9947916666666666}, {"start": 3798.59, "end": 3798.83, "word": " أعمل", "probability": 0.9571940104166666}, {"start": 3798.83, "end": 3799.69, "word": " طفرة،", "probability": 0.9212646484375}, {"start": 3799.69, "end": 3799.87, "word": " أنا", "probability": 0.9326171875}, {"start": 3799.87, "end": 3800.25, "word": " الطفرة", "probability": 0.978515625}, {"start": 3800.25, "end": 3800.55, "word": " عندي", "probability": 0.868408203125}, {"start": 3800.55, "end": 3800.69, "word": " في", "probability": 0.96728515625}, {"start": 3800.69, "end": 3801.25, "word": " الستين", "probability": 0.7911783854166666}, {"start": 3801.25, "end": 3802.45, "word": " chromosome،", "probability": 0.7001953125}, {"start": 3802.45, "end": 3802.61, "word": " يعني", "probability": 0.972412109375}, {"start": 3802.61, "end": 3802.81, "word": " هذه", "probability": 0.51025390625}, {"start": 3802.81, "end": 3803.19, "word": " الطفرة", "probability": 0.9889322916666666}, {"start": 3803.19, "end": 3803.47, "word": " كانت", "probability": 0.96826171875}, {"start": 3803.47, "end": 3803.59, "word": " من", "probability": 0.990234375}, {"start": 3803.59, "end": 3804.35, "word": " ستة،", "probability": 0.8955078125}, {"start": 3804.35, "end": 3804.51, "word": " واحد", "probability": 0.958984375}, {"start": 3804.51, "end": 3804.69, "word": " منهم", "probability": 0.992919921875}, {"start": 3804.69, "end": 3805.05, "word": " بتدرمي", "probability": 0.86728515625}, {"start": 3805.05, "end": 3805.87, "word": " بعيد،", "probability": 0.9501953125}, {"start": 3805.87, "end": 3806.01, "word": " طب", "probability": 0.964111328125}, {"start": 3806.01, "end": 3806.09, "word": " ما", "probability": 0.76806640625}, {"start": 3806.09, "end": 3806.35, "word": " هو،", "probability": 0.6158447265625}, {"start": 3806.35, "end": 3806.53, "word": " لما", "probability": 0.9306640625}, {"start": 3806.53, "end": 3806.81, "word": " بكون", "probability": 0.923095703125}, {"start": 3806.81, "end": 3807.11, "word": " عامل", "probability": 0.99462890625}, {"start": 3807.11, "end": 3808.33, "word": " ستين،", "probability": 0.969970703125}, {"start": 3808.33, "end": 3808.53, "word": " اللي", "probability": 0.9833984375}, {"start": 3808.53, "end": 3808.81, "word": " بعيد", "probability": 0.98779296875}, {"start": 3808.81, "end": 3808.99, "word": " هذا", "probability": 0.763671875}, {"start": 3808.99, "end": 3809.19, "word": " ما", "probability": 0.465087890625}, {"start": 3809.19, "end": 3809.43, "word": " ..", "probability": 0.62939453125}, {"start": 3809.43, "end": 3809.67, "word": " أنا", "probability": 0.70654296875}, {"start": 3809.67, "end": 3809.89, "word": " رامي", "probability": 0.9759114583333334}, {"start": 3809.89, "end": 3810.11, "word": " أصلا", "probability": 0.8972981770833334}, {"start": 3810.11, "end": 3810.43, "word": " حواليه", "probability": 0.8576171875}, {"start": 3810.43, "end": 3810.83, "word": " نقطة،", "probability": 0.9696044921875}, {"start": 3810.83, "end": 3811.01, "word": " مش", "probability": 0.92529296875}, {"start": 3811.01, "end": 3811.41, "word": " محتاج", "probability": 0.9962565104166666}, {"start": 3811.41, "end": 3811.77, "word": " أعمل", "probability": 0.9866536458333334}, {"start": 3811.77, "end": 3812.07, "word": " طفرة", "probability": 0.9967447916666666}, {"start": 3812.07, "end": 3812.29, "word": " أرمي", "probability": 0.968017578125}, {"start": 3812.29, "end": 3812.55, "word": " عنده", "probability": 0.94921875}, {"start": 3812.55, "end": 3812.93, "word": " نقطة", "probability": 0.9876302083333334}], "temperature": 1.0}, {"id": 172, "seek": 383975, "start": 3813.61, "end": 3839.75, "text": "و هكذا بنكون هيك خلصنا الفكرة ال concept المرة القادمة ان شاء الله تعالى هناخد case study ل maintenance scheduling اللي هو جدولة مواعيد صيانة لمحطة كهربا و المولدات اللي عندها هنتكلم عنها للمرة القادمة بنكون هيك أنهينا الجزء الأهم في ال genetic algorithm و أخدنا مثلين مثال بسيط جدا اتعرفنا على ال operation الأساسية كمان مرة co encoding", "tokens": [2407, 8032, 4117, 15730, 44945, 30544, 39896, 4117, 16490, 1211, 9381, 8315, 27188, 4117, 25720, 2423, 3410, 9673, 25720, 25062, 18513, 46007, 16472, 13412, 16606, 21984, 37279, 6027, 7578, 8032, 1863, 47283, 3215, 1389, 2979, 5296, 11258, 29055, 13672, 1829, 31439, 10874, 3215, 12610, 3660, 3714, 14407, 3615, 25708, 20328, 1829, 7649, 3660, 32767, 5016, 9566, 3660, 9122, 3224, 25513, 995, 4032, 9673, 12610, 3215, 9307, 13672, 1829, 43242, 11296, 8032, 29399, 4117, 19528, 18871, 11296, 5296, 19528, 25720, 25062, 18513, 46007, 44945, 30544, 39896, 4117, 14739, 3224, 1829, 8315, 25724, 11622, 38207, 16247, 16095, 8978, 2423, 12462, 9284, 4032, 5551, 9778, 3215, 8315, 50113, 1211, 9957, 50113, 6027, 4724, 3794, 1829, 9566, 10874, 28259, 1975, 2655, 3615, 28480, 8315, 15844, 2423, 6916, 16247, 3794, 32277, 10632, 9122, 2304, 7649, 3714, 25720, 598, 43430], "avg_logprob": -0.10202546241106811, "compression_ratio": 1.8073089700996678, "no_speech_prob": 1.0132789611816406e-06, "words": [{"start": 3813.61, "end": 3813.81, "word": "و", "probability": 0.814453125}, {"start": 3813.81, "end": 3814.19, "word": " هكذا", "probability": 0.740234375}, {"start": 3814.19, "end": 3815.05, "word": " بنكون", "probability": 0.6651611328125}, {"start": 3815.05, "end": 3815.21, "word": " هيك", "probability": 0.6888427734375}, {"start": 3815.21, "end": 3815.75, "word": " خلصنا", "probability": 0.9832763671875}, {"start": 3815.75, "end": 3816.49, "word": " الفكرة", "probability": 0.9788411458333334}, {"start": 3816.49, "end": 3816.61, "word": " ال", "probability": 0.85400390625}, {"start": 3816.61, "end": 3817.05, "word": " concept", "probability": 0.8017578125}, {"start": 3817.05, "end": 3817.53, "word": " المرة", "probability": 0.9326171875}, {"start": 3817.53, "end": 3817.89, "word": " القادمة", "probability": 0.9913736979166666}, {"start": 3817.89, "end": 3818.01, "word": " ان", "probability": 0.81591796875}, {"start": 3818.01, "end": 3818.09, "word": " شاء", "probability": 0.966064453125}, {"start": 3818.09, "end": 3818.15, "word": " الله", "probability": 0.9296875}, {"start": 3818.15, "end": 3818.41, "word": " تعالى", "probability": 0.9109700520833334}, {"start": 3818.41, "end": 3818.75, "word": " هناخد", "probability": 0.8587646484375}, {"start": 3818.75, "end": 3818.93, "word": " case", "probability": 0.908203125}, {"start": 3818.93, "end": 3819.33, "word": " study", "probability": 0.95263671875}, {"start": 3819.33, "end": 3819.85, "word": " ل", "probability": 0.798828125}, {"start": 3819.85, "end": 3820.67, "word": " maintenance", "probability": 0.6982421875}, {"start": 3820.67, "end": 3821.35, "word": " scheduling", "probability": 0.8671875}, {"start": 3821.35, "end": 3822.53, "word": " اللي", "probability": 0.93017578125}, {"start": 3822.53, "end": 3822.77, "word": " هو", "probability": 0.943359375}, {"start": 3822.77, "end": 3823.79, "word": " جدولة", "probability": 0.9896240234375}, {"start": 3823.79, "end": 3824.57, "word": " مواعيد", "probability": 0.946044921875}, {"start": 3824.57, "end": 3825.05, "word": " صيانة", "probability": 0.9647216796875}, {"start": 3825.05, "end": 3825.65, "word": " لمحطة", "probability": 0.9703369140625}, {"start": 3825.65, "end": 3826.11, "word": " كهربا", "probability": 0.943115234375}, {"start": 3826.11, "end": 3826.53, "word": " و", "probability": 0.599609375}, {"start": 3826.53, "end": 3827.07, "word": " المولدات", "probability": 0.9415283203125}, {"start": 3827.07, "end": 3827.19, "word": " اللي", "probability": 0.95458984375}, {"start": 3827.19, "end": 3827.63, "word": " عندها", "probability": 0.995361328125}, {"start": 3827.63, "end": 3828.33, "word": " هنتكلم", "probability": 0.97119140625}, {"start": 3828.33, "end": 3828.53, "word": " عنها", "probability": 0.978515625}, {"start": 3828.53, "end": 3828.85, "word": " للمرة", "probability": 0.9187825520833334}, {"start": 3828.85, "end": 3829.29, "word": " القادمة", "probability": 0.9915364583333334}, {"start": 3829.29, "end": 3829.95, "word": " بنكون", "probability": 0.79296875}, {"start": 3829.95, "end": 3830.13, "word": " هيك", "probability": 0.96875}, {"start": 3830.13, "end": 3830.59, "word": " أنهينا", "probability": 0.8680419921875}, {"start": 3830.59, "end": 3831.31, "word": " الجزء", "probability": 0.9837239583333334}, {"start": 3831.31, "end": 3831.71, "word": " الأهم", "probability": 0.960205078125}, {"start": 3831.71, "end": 3832.07, "word": " في", "probability": 0.947265625}, {"start": 3832.07, "end": 3832.15, "word": " ال", "probability": 0.84765625}, {"start": 3832.15, "end": 3832.39, "word": " genetic", "probability": 0.88037109375}, {"start": 3832.39, "end": 3832.83, "word": " algorithm", "probability": 0.9287109375}, {"start": 3832.83, "end": 3832.99, "word": " و", "probability": 0.701171875}, {"start": 3832.99, "end": 3833.37, "word": " أخدنا", "probability": 0.9593505859375}, {"start": 3833.37, "end": 3833.95, "word": " مثلين", "probability": 0.9641927083333334}, {"start": 3833.95, "end": 3834.25, "word": " مثال", "probability": 0.989501953125}, {"start": 3834.25, "end": 3834.59, "word": " بسيط", "probability": 0.96923828125}, {"start": 3834.59, "end": 3834.93, "word": " جدا", "probability": 0.996337890625}, {"start": 3834.93, "end": 3835.77, "word": " اتعرفنا", "probability": 0.9490234375}, {"start": 3835.77, "end": 3835.97, "word": " على", "probability": 0.8955078125}, {"start": 3835.97, "end": 3836.39, "word": " ال", "probability": 0.982421875}, {"start": 3836.39, "end": 3836.81, "word": " operation", "probability": 0.92138671875}, {"start": 3836.81, "end": 3837.71, "word": " الأساسية", "probability": 0.97802734375}, {"start": 3837.71, "end": 3838.31, "word": " كمان", "probability": 0.8414713541666666}, {"start": 3838.31, "end": 3838.61, "word": " مرة", "probability": 0.990234375}, {"start": 3838.61, "end": 3839.27, "word": " co", "probability": 0.4423828125}, {"start": 3839.27, "end": 3839.75, "word": " encoding", "probability": 0.6865234375}], "temperature": 1.0}, {"id": 173, "seek": 386022, "start": 3841.06, "end": 3860.22, "text": "بدي احدد ال initialization في الأول كل الأرقام اللي انا محتاجها ليها ال probabilities بعدين بنعمل encoding بنعمل ال fitness لازم أكون محددها crossover mutation طبعا crossover بيننا على ال selection ال mutation عشان نطلع بجيل جديد نعيد نفس العملية process كمان مرة و اتكلمنا عن لو في عندي", "tokens": [3555, 16254, 1975, 24401, 3215, 2423, 5883, 2144, 8978, 16247, 12610, 28242, 16247, 2288, 4587, 10943, 13672, 1829, 1975, 8315, 3714, 33753, 26108, 11296, 32239, 11296, 2423, 33783, 39182, 9957, 44945, 25957, 1211, 43430, 44945, 25957, 1211, 2423, 15303, 5296, 31377, 2304, 5551, 30544, 3714, 24401, 3215, 11296, 33837, 27960, 23032, 3555, 3615, 995, 33837, 49374, 8315, 15844, 2423, 9450, 2423, 27960, 6225, 8592, 7649, 8717, 9566, 1211, 3615, 4724, 7435, 26895, 10874, 16254, 3215, 8717, 3615, 25708, 8717, 36178, 18863, 42213, 10632, 1399, 9122, 2304, 7649, 3714, 25720, 4032, 1975, 2655, 4117, 19528, 8315, 18871, 45164, 8978, 18871, 16254], "avg_logprob": -0.2198329213822242, "compression_ratio": 1.7019607843137254, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 3841.0600000000004, "end": 3841.78, "word": "بدي", "probability": 0.23565673828125}, {"start": 3841.78, "end": 3842.08, "word": " احدد", "probability": 0.8346354166666666}, {"start": 3842.08, "end": 3842.24, "word": " ال", "probability": 0.919921875}, {"start": 3842.24, "end": 3842.9, "word": " initialization", "probability": 0.821044921875}, {"start": 3842.9, "end": 3843.02, "word": " في", "probability": 0.83447265625}, {"start": 3843.02, "end": 3843.3, "word": " الأول", "probability": 0.863525390625}, {"start": 3843.3, "end": 3843.54, "word": " كل", "probability": 0.552734375}, {"start": 3843.54, "end": 3844.26, "word": " الأرقام", "probability": 0.983154296875}, {"start": 3844.26, "end": 3844.36, "word": " اللي", "probability": 0.80810546875}, {"start": 3844.36, "end": 3844.44, "word": " انا", "probability": 0.63671875}, {"start": 3844.44, "end": 3844.8, "word": " محتاجها", "probability": 0.9832763671875}, {"start": 3844.8, "end": 3844.94, "word": " ليها", "probability": 0.5950927734375}, {"start": 3844.94, "end": 3845.0, "word": " ال", "probability": 0.66455078125}, {"start": 3845.0, "end": 3845.48, "word": " probabilities", "probability": 0.95849609375}, {"start": 3845.48, "end": 3846.26, "word": " بعدين", "probability": 0.6480712890625}, {"start": 3846.26, "end": 3846.48, "word": " بنعمل", "probability": 0.9689127604166666}, {"start": 3846.48, "end": 3846.88, "word": " encoding", "probability": 0.6943359375}, {"start": 3846.88, "end": 3847.78, "word": " بنعمل", "probability": 0.8624674479166666}, {"start": 3847.78, "end": 3848.28, "word": " ال", "probability": 0.92138671875}, {"start": 3848.28, "end": 3848.68, "word": " fitness", "probability": 0.9794921875}, {"start": 3848.68, "end": 3849.0, "word": " لازم", "probability": 0.9417317708333334}, {"start": 3849.0, "end": 3849.14, "word": " أكون", "probability": 0.7412109375}, {"start": 3849.14, "end": 3849.64, "word": " محددها", "probability": 0.9852294921875}, {"start": 3849.64, "end": 3850.32, "word": " crossover", "probability": 0.41064453125}, {"start": 3850.32, "end": 3851.2, "word": " mutation", "probability": 0.30859375}, {"start": 3851.2, "end": 3852.06, "word": " طبعا", "probability": 0.924072265625}, {"start": 3852.06, "end": 3852.42, "word": " crossover", "probability": 0.70556640625}, {"start": 3852.42, "end": 3852.76, "word": " بيننا", "probability": 0.4173583984375}, {"start": 3852.76, "end": 3852.88, "word": " على", "probability": 0.81494140625}, {"start": 3852.88, "end": 3852.98, "word": " ال", "probability": 0.7431640625}, {"start": 3852.98, "end": 3853.36, "word": " selection", "probability": 0.96728515625}, {"start": 3853.36, "end": 3853.76, "word": " ال", "probability": 0.436279296875}, {"start": 3853.76, "end": 3854.14, "word": " mutation", "probability": 0.99462890625}, {"start": 3854.14, "end": 3854.56, "word": " عشان", "probability": 0.9778645833333334}, {"start": 3854.56, "end": 3854.84, "word": " نطلع", "probability": 0.978271484375}, {"start": 3854.84, "end": 3855.1, "word": " بجيل", "probability": 0.9309895833333334}, {"start": 3855.1, "end": 3855.58, "word": " جديد", "probability": 0.9930013020833334}, {"start": 3855.58, "end": 3856.02, "word": " نعيد", "probability": 0.8228352864583334}, {"start": 3856.02, "end": 3856.26, "word": " نفس", "probability": 0.971435546875}, {"start": 3856.26, "end": 3856.86, "word": " العملية", "probability": 0.9754231770833334}, {"start": 3856.86, "end": 3857.18, "word": " process", "probability": 0.80224609375}, {"start": 3857.18, "end": 3857.44, "word": " كمان", "probability": 0.9493815104166666}, {"start": 3857.44, "end": 3857.7, "word": " مرة", "probability": 0.98876953125}, {"start": 3857.7, "end": 3858.32, "word": " و", "probability": 0.7431640625}, {"start": 3858.32, "end": 3858.96, "word": " اتكلمنا", "probability": 0.862841796875}, {"start": 3858.96, "end": 3859.16, "word": " عن", "probability": 0.98974609375}, {"start": 3859.16, "end": 3859.68, "word": " لو", "probability": 0.9140625}, {"start": 3859.68, "end": 3859.86, "word": " في", "probability": 0.9140625}, {"start": 3859.86, "end": 3860.22, "word": " عندي", "probability": 0.7012939453125}], "temperature": 1.0}, {"id": 174, "seek": 387972, "start": 3861.74, "end": 3879.72, "text": "أكتر من متغير بنحطهم كلهم في كرمزوم واحد الشغلة التانية اللى بتاخدوا بالكوا كويس منها هي ال step accuracy ال accuracy نفسها لما يكون في عندكم الحلول لازم يكون فيها fractions بتكون تحددوا جداش نسبة ال fraction اللى بدكوا إياها لأنه بناء على ذلك يمكن تضطروا تزودوا", "tokens": [10721, 4117, 2655, 2288, 9154, 44650, 17082, 13546, 44945, 5016, 9566, 16095, 28242, 16095, 8978, 9122, 2288, 2304, 11622, 20498, 36764, 24401, 25124, 17082, 37977, 16712, 7649, 10632, 13672, 7578, 39894, 47283, 3215, 14407, 20666, 4117, 14407, 9122, 45865, 3794, 9154, 11296, 39896, 2423, 1823, 14170, 2423, 14170, 8717, 36178, 11296, 5296, 15042, 7251, 30544, 8978, 43242, 24793, 21542, 1211, 12610, 5296, 31377, 2304, 7251, 30544, 8978, 11296, 36058, 39894, 30544, 6055, 24401, 3215, 14407, 10874, 3215, 33599, 8717, 35457, 3660, 2423, 14135, 13672, 7578, 47525, 4117, 14407, 11933, 25528, 11296, 5296, 33456, 3224, 44945, 16606, 15844, 29910, 23275, 7251, 43020, 6055, 11242, 9566, 2288, 14407, 6055, 11622, 23328, 14407], "avg_logprob": -0.17483107678525084, "compression_ratio": 1.8529411764705883, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 3861.7400000000002, "end": 3862.46, "word": "أكتر", "probability": 0.8717041015625}, {"start": 3862.46, "end": 3862.58, "word": " من", "probability": 0.96630859375}, {"start": 3862.58, "end": 3863.12, "word": " متغير", "probability": 0.9475911458333334}, {"start": 3863.12, "end": 3863.6, "word": " بنحطهم", "probability": 0.78253173828125}, {"start": 3863.6, "end": 3863.82, "word": " كلهم", "probability": 0.8955078125}, {"start": 3863.82, "end": 3863.92, "word": " في", "probability": 0.890625}, {"start": 3863.92, "end": 3864.28, "word": " كرمزوم", "probability": 0.839501953125}, {"start": 3864.28, "end": 3864.64, "word": " واحد", "probability": 0.984375}, {"start": 3864.64, "end": 3866.28, "word": " الشغلة", "probability": 0.6456705729166666}, {"start": 3866.28, "end": 3866.64, "word": " التانية", "probability": 0.974609375}, {"start": 3866.64, "end": 3867.18, "word": " اللى", "probability": 0.75439453125}, {"start": 3867.18, "end": 3867.52, "word": " بتاخدوا", "probability": 0.9609375}, {"start": 3867.52, "end": 3867.8, "word": " بالكوا", "probability": 0.7752278645833334}, {"start": 3867.8, "end": 3868.38, "word": " كويس", "probability": 0.8138020833333334}, {"start": 3868.38, "end": 3868.74, "word": " منها", "probability": 0.96923828125}, {"start": 3868.74, "end": 3869.18, "word": " هي", "probability": 0.72607421875}, {"start": 3869.18, "end": 3869.4, "word": " ال", "probability": 0.578125}, {"start": 3869.4, "end": 3869.76, "word": " step", "probability": 0.7119140625}, {"start": 3869.76, "end": 3870.96, "word": " accuracy", "probability": 0.888671875}, {"start": 3870.96, "end": 3871.12, "word": " ال", "probability": 0.414794921875}, {"start": 3871.12, "end": 3871.72, "word": " accuracy", "probability": 0.63623046875}, {"start": 3871.72, "end": 3872.36, "word": " نفسها", "probability": 0.9920247395833334}, {"start": 3872.36, "end": 3872.68, "word": " لما", "probability": 0.818115234375}, {"start": 3872.68, "end": 3872.86, "word": " يكون", "probability": 0.889404296875}, {"start": 3872.86, "end": 3872.98, "word": " في", "probability": 0.75341796875}, {"start": 3872.98, "end": 3873.3, "word": " عندكم", "probability": 0.92138671875}, {"start": 3873.3, "end": 3873.68, "word": " الحلول", "probability": 0.9700520833333334}, {"start": 3873.68, "end": 3873.86, "word": " لازم", "probability": 0.98974609375}, {"start": 3873.86, "end": 3874.0, "word": " يكون", "probability": 0.91943359375}, {"start": 3874.0, "end": 3874.18, "word": " فيها", "probability": 0.971923828125}, {"start": 3874.18, "end": 3874.66, "word": " fractions", "probability": 0.93115234375}, {"start": 3874.66, "end": 3875.1, "word": " بتكون", "probability": 0.5704345703125}, {"start": 3875.1, "end": 3875.5, "word": " تحددوا", "probability": 0.9332275390625}, {"start": 3875.5, "end": 3875.86, "word": " جداش", "probability": 0.7906901041666666}, {"start": 3875.86, "end": 3876.24, "word": " نسبة", "probability": 0.9920247395833334}, {"start": 3876.24, "end": 3876.32, "word": " ال", "probability": 0.875}, {"start": 3876.32, "end": 3876.64, "word": " fraction", "probability": 0.92041015625}, {"start": 3876.64, "end": 3876.78, "word": " اللى", "probability": 0.94873046875}, {"start": 3876.78, "end": 3877.06, "word": " بدكوا", "probability": 0.69970703125}, {"start": 3877.06, "end": 3877.38, "word": " إياها", "probability": 0.708984375}, {"start": 3877.38, "end": 3877.78, "word": " لأنه", "probability": 0.8014322916666666}, {"start": 3877.78, "end": 3877.98, "word": " بناء", "probability": 0.66796875}, {"start": 3877.98, "end": 3878.14, "word": " على", "probability": 0.69091796875}, {"start": 3878.14, "end": 3878.44, "word": " ذلك", "probability": 0.994140625}, {"start": 3878.44, "end": 3878.66, "word": " يمكن", "probability": 0.957275390625}, {"start": 3878.66, "end": 3879.16, "word": " تضطروا", "probability": 0.953515625}, {"start": 3879.16, "end": 3879.72, "word": " تزودوا", "probability": 0.9635009765625}], "temperature": 1.0}, {"id": 175, "seek": 390631, "start": 3880.37, "end": 3906.31, "text": "عدد ال genes داخل الكرمزوم الواحد بمعنى عدد ال bits بدهم يزيدوا في الحالة هذه و طبعا هذا كله مبني على جداش ال interval اللي انتوا بتشتغلوا فيها فالمرة القادمة بناخد مباشرة ال case study و بنروح ان شاء الله تعالى بعدها لل hybrid systems ان شاء الله تعالى اللي هو هنعمل خلط بين مجموعة techniques مع بعض يعطيكوا ألف عافية و بركة الله فيكم", "tokens": [3615, 3215, 3215, 2423, 14424, 11778, 47283, 1211, 33251, 2288, 2304, 11622, 20498, 2423, 14407, 24401, 4724, 2304, 3615, 1863, 7578, 6225, 3215, 3215, 2423, 9239, 47525, 16095, 7251, 11622, 25708, 14407, 8978, 21542, 6027, 3660, 29538, 4032, 23032, 3555, 3615, 995, 23758, 28242, 3224, 3714, 3555, 22653, 15844, 10874, 3215, 33599, 2423, 15035, 13672, 1829, 16472, 2655, 14407, 39894, 8592, 2655, 17082, 1211, 14407, 8978, 11296, 6156, 45340, 25720, 25062, 18513, 46007, 44945, 47283, 3215, 3714, 3555, 33599, 25720, 2423, 1389, 2979, 4032, 44945, 32887, 5016, 16472, 13412, 16606, 21984, 37279, 6027, 7578, 39182, 11296, 24976, 13051, 3652, 16472, 13412, 16606, 21984, 37279, 6027, 7578, 13672, 1829, 31439, 8032, 1863, 25957, 1211, 16490, 1211, 9566, 49374, 3714, 7435, 2304, 2407, 27884, 7512, 20449, 45030, 11242, 37495, 9566, 1829, 4117, 14407, 5551, 46538, 6225, 31845, 10632, 4032, 4724, 31747, 3660, 21984, 8978, 24793], "avg_logprob": -0.15125868314256272, "compression_ratio": 1.8143322475570032, "no_speech_prob": 4.172325134277344e-05, "words": [{"start": 3880.37, "end": 3880.97, "word": "عدد", "probability": 0.7257486979166666}, {"start": 3880.97, "end": 3881.31, "word": " ال", "probability": 0.8095703125}, {"start": 3881.31, "end": 3881.71, "word": " genes", "probability": 0.8369140625}, {"start": 3881.71, "end": 3882.17, "word": " داخل", "probability": 0.9469401041666666}, {"start": 3882.17, "end": 3884.07, "word": " الكرمزوم", "probability": 0.735693359375}, {"start": 3884.07, "end": 3884.41, "word": " الواحد", "probability": 0.9490559895833334}, {"start": 3884.41, "end": 3884.71, "word": " بمعنى", "probability": 0.83837890625}, {"start": 3884.71, "end": 3884.99, "word": " عدد", "probability": 0.9820963541666666}, {"start": 3884.99, "end": 3885.11, "word": " ال", "probability": 0.96875}, {"start": 3885.11, "end": 3885.41, "word": " bits", "probability": 0.81396484375}, {"start": 3885.41, "end": 3886.13, "word": " بدهم", "probability": 0.70654296875}, {"start": 3886.13, "end": 3887.65, "word": " يزيدوا", "probability": 0.9534912109375}, {"start": 3887.65, "end": 3887.71, "word": " في", "probability": 0.86474609375}, {"start": 3887.71, "end": 3888.01, "word": " الحالة", "probability": 0.9384765625}, {"start": 3888.01, "end": 3888.19, "word": " هذه", "probability": 0.4677734375}, {"start": 3888.19, "end": 3888.67, "word": " و", "probability": 0.70458984375}, {"start": 3888.67, "end": 3888.91, "word": " طبعا", "probability": 0.85284423828125}, {"start": 3888.91, "end": 3889.05, "word": " هذا", "probability": 0.8310546875}, {"start": 3889.05, "end": 3889.31, "word": " كله", "probability": 0.922119140625}, {"start": 3889.31, "end": 3889.55, "word": " مبني", "probability": 0.962890625}, {"start": 3889.55, "end": 3889.71, "word": " على", "probability": 0.8564453125}, {"start": 3889.71, "end": 3890.11, "word": " جداش", "probability": 0.935546875}, {"start": 3890.11, "end": 3890.33, "word": " ال", "probability": 0.98486328125}, {"start": 3890.33, "end": 3890.75, "word": " interval", "probability": 0.6953125}, {"start": 3890.75, "end": 3890.91, "word": " اللي", "probability": 0.897216796875}, {"start": 3890.91, "end": 3891.07, "word": " انتوا", "probability": 0.5780436197916666}, {"start": 3891.07, "end": 3891.49, "word": " بتشتغلوا", "probability": 0.9510904947916666}, {"start": 3891.49, "end": 3891.75, "word": " فيها", "probability": 0.970703125}, {"start": 3891.75, "end": 3892.89, "word": " فالمرة", "probability": 0.9161783854166666}, {"start": 3892.89, "end": 3893.27, "word": " القادمة", "probability": 0.99267578125}, {"start": 3893.27, "end": 3893.73, "word": " بناخد", "probability": 0.9495442708333334}, {"start": 3893.73, "end": 3894.27, "word": " مباشرة", "probability": 0.9735107421875}, {"start": 3894.27, "end": 3894.73, "word": " ال", "probability": 0.8525390625}, {"start": 3894.73, "end": 3894.91, "word": " case", "probability": 0.95654296875}, {"start": 3894.91, "end": 3895.29, "word": " study", "probability": 0.9609375}, {"start": 3895.29, "end": 3895.79, "word": " و", "probability": 0.7783203125}, {"start": 3895.79, "end": 3896.81, "word": " بنروح", "probability": 0.9523111979166666}, {"start": 3896.81, "end": 3897.07, "word": " ان", "probability": 0.869140625}, {"start": 3897.07, "end": 3897.27, "word": " شاء", "probability": 0.972900390625}, {"start": 3897.27, "end": 3897.43, "word": " الله", "probability": 0.94482421875}, {"start": 3897.43, "end": 3898.53, "word": " تعالى", "probability": 0.90576171875}, {"start": 3898.53, "end": 3899.29, "word": " بعدها", "probability": 0.919677734375}, {"start": 3899.29, "end": 3900.09, "word": " لل", "probability": 0.515625}, {"start": 3900.09, "end": 3900.47, "word": " hybrid", "probability": 0.87548828125}, {"start": 3900.47, "end": 3901.11, "word": " systems", "probability": 0.859375}, {"start": 3901.11, "end": 3901.33, "word": " ان", "probability": 0.76904296875}, {"start": 3901.33, "end": 3901.53, "word": " شاء", "probability": 0.985595703125}, {"start": 3901.53, "end": 3901.65, "word": " الله", "probability": 0.95556640625}, {"start": 3901.65, "end": 3901.91, "word": " تعالى", "probability": 0.9736328125}, {"start": 3901.91, "end": 3902.03, "word": " اللي", "probability": 0.9697265625}, {"start": 3902.03, "end": 3902.15, "word": " هو", "probability": 0.8681640625}, {"start": 3902.15, "end": 3902.49, "word": " هنعمل", "probability": 0.919921875}, {"start": 3902.49, "end": 3902.81, "word": " خلط", "probability": 0.8440755208333334}, {"start": 3902.81, "end": 3903.07, "word": " بين", "probability": 0.888671875}, {"start": 3903.07, "end": 3903.71, "word": " مجموعة", "probability": 0.93974609375}, {"start": 3903.71, "end": 3904.19, "word": " techniques", "probability": 0.892578125}, {"start": 3904.19, "end": 3904.35, "word": " مع", "probability": 0.99658203125}, {"start": 3904.35, "end": 3904.55, "word": " بعض", "probability": 0.9912109375}, {"start": 3904.55, "end": 3905.13, "word": " يعطيكوا", "probability": 0.83212890625}, {"start": 3905.13, "end": 3905.29, "word": " ألف", "probability": 0.70263671875}, {"start": 3905.29, "end": 3905.51, "word": " عافية", "probability": 0.8346354166666666}, {"start": 3905.51, "end": 3905.61, "word": " و", "probability": 0.66845703125}, {"start": 3905.61, "end": 3905.87, "word": " بركة", "probability": 0.7312825520833334}, {"start": 3905.87, "end": 3905.95, "word": " الله", "probability": 0.85888671875}, {"start": 3905.95, "end": 3906.31, "word": " فيكم", "probability": 0.79150390625}], "temperature": 1.0}], "language": "ar", "language_probability": 1.0, "duration": 3906.85025, "duration_after_vad": 3837.041249999988}
\ No newline at end of file
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/Uj2Qv1-w00Y_postprocess.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/Uj2Qv1-w00Y_postprocess.srt
new file mode 100644
index 0000000000000000000000000000000000000000..9d378d929904abf80809c0c0ab5475bd962aa9f2
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/Uj2Qv1-w00Y_postprocess.srt
@@ -0,0 +1,2328 @@
+1
+00:00:04,930 --> 00:00:06,970
+باسم الله الرحمن الرحيم والصلاة والسلام على أشرف
+
+2
+00:00:06,970 --> 00:00:09,510
+الأنبياء والمرسلين سيدنا محمد وعلى آله وصحبه
+
+3
+00:00:09,510 --> 00:00:12,790
+أجمعين نكمل في ال neural network أو ال artificial
+
+4
+00:00:12,790 --> 00:00:16,490
+neural network اللي بدأناها من تلت محاضرات سابقة
+
+5
+00:00:16,490 --> 00:00:21,710
+أو من الأسبوع الماضي ونكمل الآن في شق آخر أو في
+
+6
+00:00:21,710 --> 00:00:24,970
+category أخرى من ال categories الخاصة بال neural
+
+7
+00:00:24,970 --> 00:00:29,050
+network وهي ال unsupervised learning والفرق البسيط
+
+8
+00:00:29,050 --> 00:00:32,430
+بين ال supervised اللي أخدناها سابقا هو أن كان في
+
+9
+00:00:32,430 --> 00:00:36,850
+teacher أو كان في supervisorال teacher هذا هو اللي
+
+10
+00:00:36,850 --> 00:00:40,670
+بيكون عنده إيش ال output المطلوب ال desired output
+
+11
+00:00:40,670 --> 00:00:45,050
+بمعنى أنا بعطي input و ال output المكافئله أو ال
+
+12
+00:00:45,050 --> 00:00:49,890
+matching معه ال associative المفروض معه هو معروف
+
+13
+00:00:49,890 --> 00:00:54,170
+بمعنى أنا بعطيه ال input و بدرب ال machine أو ال
+
+14
+00:00:54,170 --> 00:00:58,270
+neural network و بطلع ال output الحقيقي تبعها و
+
+15
+00:00:58,270 --> 00:01:02,200
+فيه عندي desiredبحاول من خلال الـ desired way
+
+16
+00:01:02,200 --> 00:01:05,700
+الحقيقي او ال actual أجيب ال error و ال error هذا
+
+17
+00:01:05,700 --> 00:01:10,280
+هو بيت القصيد هو هذا اللي كنا نستخدمه في عملية ال
+
+18
+00:01:10,280 --> 00:01:14,500
+updating ال updating لمين؟ ل ال weight ل ال
+
+19
+00:01:14,500 --> 00:01:17,620
+weights مجموعة ال weights هذه هي اللي تعتبر حقيقة
+
+20
+00:01:17,620 --> 00:01:21,100
+ال neural network هي الشبكة هي الشبكة هي الحاجة
+
+21
+00:01:21,100 --> 00:01:24,040
+الوحيدة اللي محتاجها في الشبكةعشان بعد ذلك في
+
+22
+00:01:24,040 --> 00:01:28,700
+مرحلة ال test نعطي input نضربه في ال weights هذه
+
+23
+00:01:28,700 --> 00:01:31,680
+ال weights بتاعة الشبكة عشان ناخد ال output و اللي
+
+24
+00:01:31,680 --> 00:01:34,800
+منقدر ناخد منه decision خلاص قرر قرر أما في ال
+
+25
+00:01:34,800 --> 00:01:37,700
+unsupervised و اللي هو موضوعنا لهذا اليوم فأنا
+
+26
+00:01:37,700 --> 00:01:42,280
+فعليا ما بعرفش إيش ال output الشبكة عندها input بس
+
+27
+00:01:42,280 --> 00:01:47,440
+و هي من خلال ال input بس بتتحاول تحاول تعمل
+
+28
+00:01:47,440 --> 00:01:51,770
+training training لإيش؟الحقيقة training ل ال
+
+29
+00:01:51,770 --> 00:01:55,830
+attributes المتشابهة مع بعض بحيث أنه كل مجموعة
+
+30
+00:01:55,830 --> 00:01:59,570
+inputs يكاد يكونوا إقراب من بعض في ال
+
+31
+00:01:59,570 --> 00:02:02,090
+characteristics تبعتهم في ال attributes بتاعتهم
+
+32
+00:02:02,090 --> 00:02:06,710
+بتحطهم كأنهم class لحالهم لكن مش عارفة هو ال class
+
+33
+00:02:06,710 --> 00:02:10,190
+هذا إيش بالظبط المهم أن هي بتعملهم class لحالهم
+
+34
+00:02:10,190 --> 00:02:13,930
+طيب بظل التحدي في هذا النوع من أنواع ال learning
+
+35
+00:02:13,930 --> 00:02:18,570
+هو أنه جديش عدد ال classes أساساهذه احنا عادة بدها
+
+36
+00:02:18,570 --> 00:02:22,110
+تكون given عنا لو مش معطاعة الحقيقة الموضوع بيكون
+
+37
+00:02:22,110 --> 00:02:26,630
+كتير أصعب بتكون فيه إشكالية الحقيقة في فكرة أنه
+
+38
+00:02:26,630 --> 00:02:32,390
+أعرف بالظبط ال database أو ال dimension data تبعتي
+
+39
+00:02:32,390 --> 00:02:38,160
+جدش لازم يكون عدد ال classes تبعه منهابكل بساطة
+
+40
+00:02:38,160 --> 00:02:41,220
+اللي بدنا نعمله هدخل مجموعة ال input ومجموعة ال
+
+41
+00:02:41,220 --> 00:02:45,920
+input هذه بتدخل ل neural network تحاول تقيس ال
+
+42
+00:02:45,920 --> 00:02:49,320
+attributes تبعتها و ال attributes هذه هي اللي
+
+43
+00:02:49,320 --> 00:02:54,480
+هتفرج تعمل عملية matching او similarity نشوف وين
+
+44
+00:02:54,480 --> 00:02:57,660
+في similarity و وين في dissimilarity بنقدر بناء
+
+45
+00:02:57,660 --> 00:03:04,270
+عليها نحدد جداش ال group هذا او ال clusterال
+
+46
+00:03:04,270 --> 00:03:07,730
+cluster اللي هو ال group من ال features أو ال
+
+47
+00:03:07,730 --> 00:03:10,610
+group من ال inputs بقدر أقول إن هدولة class واحد
+
+48
+00:03:10,610 --> 00:03:14,950
+cluster واحد cluster واحد أو عنقود واحد فهم ينتموا
+
+49
+00:03:14,950 --> 00:03:18,310
+لنفس ال category فمن خلال موضوع نلاقي ال
+
+50
+00:03:18,310 --> 00:03:21,310
+unsupervised learning وهين عرفنا إيش الاختلاف بينه
+
+51
+00:03:21,310 --> 00:03:24,550
+وبين ال supervised هنتكلم introduction هنتكلم عن
+
+52
+00:03:24,550 --> 00:03:28,830
+ال hippie learning وهذا هوأول واحد فكر في هذا
+
+53
+00:03:28,830 --> 00:03:32,130
+الموضوع اللي هو Donald Hiep، هنتكلم عنه، ثم هنعمل
+
+54
+00:03:32,130 --> 00:03:36,790
+generalizing أو لهيبيان learning algorithm، ال
+
+55
+00:03:36,790 --> 00:03:40,030
+algorithm اللي استخدمه Hiep أو Donald Hiep، بدنا
+
+56
+00:03:40,030 --> 00:03:43,010
+نشوف كيف ممكن نعمله generalization بحيث أنه يكون
+
+57
+00:03:43,010 --> 00:03:47,930
+قادر أنه يشتغل بشكل كامل على معظم أو عدة تطبيقات
+
+58
+00:03:47,930 --> 00:03:52,100
+أخرىبعدين هنروح ل competitive learning أو التعلم
+
+59
+00:03:52,100 --> 00:03:56,900
+التنافسي ثم ال self-organizing computational map
+
+60
+00:03:56,900 --> 00:04:01,420
+أو ال SOM اختصارا self-organizing map اللي هي
+
+61
+00:04:01,420 --> 00:04:05,560
+واحدة من أنواع ال .. او الشكل تبع ال competitive
+
+62
+00:04:05,560 --> 00:04:10,990
+learningهنتكلم عنها ثم نجمل موضوعنا و نكون بذلك
+
+63
+00:04:10,990 --> 00:04:15,650
+يعني تحدثنا عن ال unsupervised learning فال
+
+64
+00:04:15,650 --> 00:04:18,610
+supervised زي ما قولنا سابقا بقدر أسميه supervised
+
+65
+00:04:18,610 --> 00:04:21,910
+أو active learning أو active learning وهذا هو اللي
+
+66
+00:04:21,910 --> 00:04:24,970
+احنا أشتغلنا عليه سابقا لكن في المقابل في نوع آخر
+
+67
+00:04:24,970 --> 00:04:27,890
+هو ال unsupervised اللي احنا الآن بصدده اللي احنا
+
+68
+00:04:27,890 --> 00:04:33,030
+الآنبصددوا طيب في المقابل بالنسبة ل ال supervised
+
+69
+00:04:33,030 --> 00:04:36,490
+يوجد ال unsupervised او ال self-organized learning
+
+70
+00:04:36,490 --> 00:04:43,020
+بمعنى التعلم الذاتي ان مافيش مدرس هو في شواهدجدام
+
+71
+00:04:43,020 --> 00:04:47,620
+أو observations جدام ال neural network جدام هذه ال
+
+72
+00:04:47,620 --> 00:04:50,940
+machine و هي بدأت حاول من خلال ال observation هذه
+
+73
+00:04:50,940 --> 00:04:55,180
+أو مجموعة ال inputs دولة تلاحظهم و تحاول تجيب جديش
+
+74
+00:04:55,180 --> 00:04:58,800
+هم العناصر متقاربة مع بعض أو متباعدة مع بعض بحيث
+
+75
+00:04:58,800 --> 00:05:02,380
+ان المتقاربين مع بعض تعملهم clustering او تفترضوا
+
+76
+00:05:02,380 --> 00:05:08,100
+ان هم classخاص بحث ذاتهم و ال other data اللي هم
+
+77
+00:05:08,100 --> 00:05:11,280
+برضه متشابكين مع بعض أو مترابطين مع بعض في
+
+78
+00:05:11,280 --> 00:05:14,380
+association between them بقدر اقول عنهم ال cluster
+
+79
+00:05:14,380 --> 00:05:18,660
+تاني بس بشرط انه يكونوا نسبيا ال data تعون هدوله
+
+80
+00:05:18,660 --> 00:05:24,200
+شوية بعاد او في dissimilarity عن class التاني فهذه
+
+81
+00:05:24,200 --> 00:05:29,010
+هي الفكرة او كيف ممكنيتم عملية الـ training أو
+
+82
+00:05:29,010 --> 00:05:32,670
+المنهجية اللي ممكن تشتغل على ال similarity على ال
+
+83
+00:05:32,670 --> 00:05:36,290
+similarity بشكل أساسي طيب فال unsupervised الحقيقة
+
+84
+00:05:36,290 --> 00:05:40,950
+هي يعني مبنية بشكل أساسي على ال neurological
+
+85
+00:05:40,950 --> 00:05:48,870
+organization of the brain أو اللي هي العملية
+
+86
+00:05:48,870 --> 00:05:52,230
+الترتيب الدماغي فعليا في الخلايا العصبية الدماغية
+
+87
+00:05:52,230 --> 00:05:56,660
+هيكبيفترضوا العلماء أنه بيشتغل الدماغ وبينما على
+
+88
+00:05:56,660 --> 00:06:00,920
+ذلك إجت الفكرة ل Donald Hebb زي ما هناخد لاحقا
+
+89
+00:06:00,920 --> 00:06:05,360
+الشخص اللي طلع لنا بأول فكرة لهذا النوع من أنواع
+
+90
+00:06:05,360 --> 00:06:07,740
+ال learning .. من أنواع ال learning طيب ال
+
+91
+00:06:07,740 --> 00:06:11,380
+unsupervised learning algorithms aims أو aim to
+
+92
+00:06:11,380 --> 00:06:16,260
+learn rapidly and can be used in real-timeهذه كتير
+
+93
+00:06:16,260 --> 00:06:20,020
+الحقيقة ممكن تستخدم بشكل سريع أو تتعلم بشكل سريع
+
+94
+00:06:20,020 --> 00:06:22,520
+وحنشوف لكيف تتعلم بشكل سريع طبعا من خلال ال
+
+95
+00:06:22,520 --> 00:06:27,500
+algorithm تبعها ويمكن استخدامها في ال real-time أو
+
+96
+00:06:27,500 --> 00:06:31,080
+في ال time الواقعي في التطبيقات الواقعية زي ما
+
+97
+00:06:31,080 --> 00:06:34,560
+قلنا في ال 49 دونالد هيب كان هو أول واحد اقترح هذه
+
+98
+00:06:34,560 --> 00:06:37,860
+الفكرة من ال biological learning من عملية التعلم
+
+99
+00:06:37,860 --> 00:06:41,660
+ال biological فعليا للدماغو حاول على اعتباره ان هو
+
+100
+00:06:41,660 --> 00:06:48,000
+له علاقة بعلم النفس او بالطب النفسي فهو biological
+
+101
+00:06:48,000 --> 00:06:52,340
+اكتر من engineering الحقيقة لكن طلعنا هذه القانون
+
+102
+00:06:52,340 --> 00:06:56,020
+او قانون معين القانون المعين هذا احنا لاحقا او
+
+103
+00:06:56,020 --> 00:07:00,760
+المهندسين لاحقا و العلميين لاحقا ترجموه لمعادلات
+
+104
+00:07:00,760 --> 00:07:03,840
+رياضية لو انا اتكلم عن ال AI الحقيقة هو هندسة على
+
+105
+00:07:03,840 --> 00:07:08,610
+الرياضياتالاتنين اشتغلوا في بعض وإن كانت مقدماتها
+
+106
+00:07:08,610 --> 00:07:12,530
+كانت رياضيات اكتر Mathematics فدونالد هيب بالحقيقة
+
+107
+00:07:12,530 --> 00:07:16,850
+كل الفكرة تبعته او النظرية اللي بناء عليها بدأت كل
+
+108
+00:07:16,850 --> 00:07:19,450
+هذه .. كل هذا الشغل في ال unsupervised كان بيقول
+
+109
+00:07:19,450 --> 00:07:25,870
+انه if neuron I is near enough to excite neuron J
+
+110
+00:07:25,870 --> 00:07:31,330
+and repeatedly بمعنى ان لو عندي نيرون أولى خلينا
+
+111
+00:07:31,330 --> 00:07:37,470
+نسميها I نيرون تانية نسميهاJ بقدر أقول and
+
+112
+00:07:37,470 --> 00:07:42,970
+repeatedly participates in its activation إذا كان
+
+113
+00:07:42,970 --> 00:07:48,770
+والله وجدنا إن ال activation بتاعة I و J هم دائما
+
+114
+00:07:48,770 --> 00:07:56,240
+متساويتين بمعنى كل ما كانت هذه I هيhigh حلجي j
+
+115
+00:07:56,240 --> 00:08:00,240
+high برضه كل ما كانت هذه low هذه حلجيها low بمعنى
+
+116
+00:08:00,240 --> 00:08:07,780
+انه دائما I و J متشابهات فبقدر اقول انه اذا I فعلا
+
+117
+00:08:07,780 --> 00:08:13,840
+قريبة بشكل كافي ان هي دائما تعمل excitation ل J كل
+
+118
+00:08:13,840 --> 00:08:17,740
+ما كانت هي excited بمعنى كل ما كانت هي مخدة
+
+119
+00:08:17,740 --> 00:08:22,790
+activation عاليةبنجد ان ال j برضه ماخدة activation
+
+120
+00:08:22,790 --> 00:08:26,970
+عالية فبنقدر نقول ان هي مشتركين في ال activation
+
+121
+00:08:26,970 --> 00:08:30,950
+بتاعتهم ف ال synaptic connection between these two
+
+122
+00:08:30,950 --> 00:08:34,430
+او them فإذا ال connection between them اللي هي
+
+123
+00:08:34,430 --> 00:08:41,000
+سمنها ال .. ال synaptic connectionزي ال .. ما
+
+124
+00:08:41,000 --> 00:08:44,780
+اتكلمنا في ال biological أنوتومي المرة السابقة ..
+
+125
+00:08:44,780 --> 00:08:47,300
+المرات السابقة فبنقدر نقول ان في الحالة هذه
+
+126
+00:08:47,300 --> 00:08:52,760
+العلاقة بينهم بقدر اقول بين ال two هي strong فبقدر
+
+127
+00:08:52,760 --> 00:08:58,200
+اعليها اقويها ليش؟ لأن في ال observations تبعتنا
+
+128
+00:08:58,200 --> 00:09:05,790
+وجدنا ان كل ما I high J معها high معنا ذلك انهبدي
+
+129
+00:09:05,790 --> 00:09:10,130
+افهم انه دائما الاتنين هدوله اقرب enough انه واحدة
+
+130
+00:09:10,130 --> 00:09:13,790
+منهم excited معناته التانية بده يصيرلها excitation
+
+131
+00:09:13,790 --> 00:09:17,470
+التانية بده يصيرلها excitation او تتفعل كل ما
+
+132
+00:09:17,470 --> 00:09:19,690
+واحدة منهم اتفعلت التانية هتتفعل معناه ذلك ان ال
+
+133
+00:09:19,690 --> 00:09:23,230
+connection between them high عشان اضمن انه لو هذه
+
+134
+00:09:23,230 --> 00:09:27,070
+صارلها excitation لاحقا اكيد j بده يصيرلها
+
+135
+00:09:27,070 --> 00:09:32,410
+excitation فهذه ارتباط حقيقةهذا الكلام بسميه
+
+136
+00:09:32,410 --> 00:09:37,370
+الارتباط واحدة بتعمل ال excitation للتانية فبكونوا
+
+137
+00:09:37,370 --> 00:09:42,190
+مرتبطين ففي علاقة بينهم و العلاقة هذه بتقوى كل ما
+
+138
+00:09:42,190 --> 00:09:47,170
+فعلا المشاهدة هذه بلاحظها بتصير باستمرار طيب ايش
+
+139
+00:09:47,170 --> 00:09:51,590
+علاقة هبفق في نظرية زي هذه؟في حكى موضوع إنه والله
+
+140
+00:09:51,590 --> 00:09:53,810
+يقولنا في الآخر معناته إن الـ J ال sensitivity
+
+141
+00:09:53,810 --> 00:10:00,170
+بتاعتها عالية لـ stimuli from neuron I لـ ال
+
+142
+00:10:00,170 --> 00:10:04,490
+excitation اللي إجت من I بكل بساطة هم كانوا في
+
+143
+00:10:04,490 --> 00:10:07,690
+الزمانات بيعملوا كتير تجارب الحقيقة على الحيوانات
+
+144
+00:10:07,690 --> 00:10:12,630
+و منها سلوك الحيوانات فلو افترضنا إن في عندك كلب و
+
+145
+00:10:12,630 --> 00:10:17,990
+الكلب هذا بتعطيك طعام مع قرع ال bell أو مع الجرس
+
+146
+00:10:19,110 --> 00:10:23,290
+فكل ما بتجيبله الطعام بتقرا الجرس فهو على طول
+
+147
+00:10:23,290 --> 00:10:27,550
+مباشرة بيجي للطعام طيب بعد ذلك بيصير في علاقة بين
+
+148
+00:10:27,550 --> 00:10:32,210
+ال observations زي كبتقول انه بين الطعام ال food و
+
+149
+00:10:32,210 --> 00:10:37,530
+ال bell او الجرس فمعنى ذلك انه لو اي واحد مسك
+
+150
+00:10:37,530 --> 00:10:42,270
+الجرس و خبط الجرس هيجي الكلب مباشرة ليش لأنه صار
+
+151
+00:10:42,270 --> 00:10:46,170
+عنده ارتباط وثيق بين ال two observations او ال two
+
+152
+00:10:46,170 --> 00:10:52,610
+objects هدولةبين ال bell مدام فيه صوت للجرس معناته
+
+153
+00:10:52,610 --> 00:10:57,230
+اكيد فيه food فبنقدر نتعامل او خليني نقول هذا هو
+
+154
+00:10:57,230 --> 00:11:03,590
+السبب اللي صغلنا هذه النظرية بشكل أساسيطيب، نحولها
+
+155
+00:11:03,590 --> 00:11:07,470
+لكلام رياضي شوية ممكن نفهمه أو ممكن نتعامل معاه
+
+156
+00:11:07,470 --> 00:11:11,170
+بحيث أنه نستخدمه هندسيا، بشكل هندسي if two neurons
+
+157
+00:11:11,170 --> 00:11:14,970
+on either side of a connection are activated
+
+158
+00:11:14,970 --> 00:11:21,690
+synchronously بمعنى بشكل متزامن asynchronously،
+
+159
+00:11:21,690 --> 00:11:24,730
+الإتنين بيطلعوا مع بعض، الإتنين بنزلوا مع بعض،
+
+160
+00:11:24,730 --> 00:11:29,320
+كويس؟ هم الطرفين هاي بتاعون ال connectionالـ two
+
+161
+00:11:29,320 --> 00:11:32,640
+sides الـ two sides هدولة بيصيروا لكم بشكل
+
+162
+00:11:32,640 --> 00:11:37,360
+asynchronously activation فإذا ال weight between
+
+163
+00:11:37,360 --> 00:11:43,160
+them إيش لازم يصير لها؟ increased لازم تكون ازدادة
+
+164
+00:11:43,160 --> 00:11:46,300
+لازم تكون صار فيها زيادة بدل ما هدا بيطلع و هدا
+
+165
+00:11:46,300 --> 00:11:49,600
+بيطلع معناته في ارتباط فال weight اللي between
+
+166
+00:11:49,600 --> 00:11:52,760
+them هد اللي احنا بنتكلم عنها انه بدها تزيد هي
+
+167
+00:11:52,760 --> 00:11:56,730
+الحقيقة تعبر عن جداش قيمة الارتباط بينال two
+
+168
+00:11:56,730 --> 00:11:59,430
+neurons هدولة بين ال two neurons طبعا العكس صحيح
+
+169
+00:11:59,430 --> 00:12:06,630
+إذا كان ال neurons on either side of a connection
+
+170
+00:12:06,630 --> 00:12:09,870
+are activated asynchronously asynchronously بمعنى
+
+171
+00:12:09,870 --> 00:12:13,470
+بغير متزامن هد ممكن تزيد لحالها و هد بتنزل لحالها
+
+172
+00:12:13,470 --> 00:12:16,270
+و هد بتطلع لحالها هد بتنزل لحالها مافيش اي ارتباط
+
+173
+00:12:16,270 --> 00:12:18,690
+between them فمعنى ذلك ان ال connection between
+
+174
+00:12:18,690 --> 00:12:22,360
+them هو مش عالية ليش لأنه مافيش ارتباط بينهمهذه
+
+175
+00:12:22,360 --> 00:12:25,800
+بتزيد لحالها و هذه ممكن تكون low هذه ممكن تصير
+
+176
+00:12:25,800 --> 00:12:29,580
+high وهذه تنزل low ففيش ارتباط قد يحدث صدفة ان
+
+177
+00:12:29,580 --> 00:12:33,540
+الاتنين طلعوا مع بعض high لكن مش دائما مش دائما
+
+178
+00:12:33,540 --> 00:12:37,180
+فما بقدر اقول انه في ارتباط او association between
+
+179
+00:12:37,180 --> 00:12:40,680
+them مدينة مافيش association between them فدلك ال
+
+180
+00:12:40,680 --> 00:12:45,920
+.. ال .. ال w هذه المفروض انهاتبدأ تجلب لأن مافيش
+
+181
+00:12:45,920 --> 00:12:50,680
+ارتباط حقيقة مافيش ارتباط تمام فهب صغلنا إياها هذه
+
+182
+00:12:50,680 --> 00:12:57,380
+الفكرة وسماها الظاهرة اللي ممكن تحدث .. تحدث داخل
+
+183
+00:12:57,380 --> 00:13:02,520
+ال .. ال neural network بحيث أنه نقدر نستفيد منها
+
+184
+00:13:03,350 --> 00:13:07,750
+هنجد مثلا هذا for example مثال لو في عندي neural
+
+185
+00:13:07,750 --> 00:13:11,970
+network بهذا الشكل هاجد انه دائما for example طبعا
+
+186
+00:13:11,970 --> 00:13:15,930
+طبعا الأمثلة لاحقا هتوضحلنا الكلام اكتر لكن لو
+
+187
+00:13:15,930 --> 00:13:19,250
+افترضنا ان فعلا ال layer الأولى ال input الأول وال
+
+188
+00:13:19,250 --> 00:13:24,730
+layer التانية كل ما كانتال neuron هادي عالية، هنجد
+
+189
+00:13:24,730 --> 00:13:27,450
+ان ال neuron هادي في المقابل بتصير عالية، كل ما
+
+190
+00:13:27,450 --> 00:13:30,630
+كانت هادي عالية، هادي أصبحت عالية، شوية شوية ل
+
+191
+00:13:30,630 --> 00:13:34,070
+training إيش بيعمل؟ ل training كل اللي بيعملوا،
+
+192
+00:13:34,070 --> 00:13:37,250
+إنه إذا فعلا شوفلي معادلة، شوفلي طريقة، شوفلي
+
+193
+00:13:37,250 --> 00:13:41,330
+آلية، formula، إنه إذا فعلا هادي high و هادي high،
+
+194
+00:13:41,330 --> 00:13:43,350
+هادي low و هادي low، بمعنى مرتبطين دايما،
+
+195
+00:13:43,350 --> 00:13:46,570
+activation بتصير لهم مع بعض، الأصل إنه ال
+
+196
+00:13:46,570 --> 00:13:51,280
+connection between them انزودهابمعنى أن الـ W
+
+197
+00:13:51,280 --> 00:13:55,140
+بينهم المفروض أننا نقوّي الرابط تبعها أو نقوّي
+
+198
+00:13:55,140 --> 00:13:59,620
+قيمتها ال gain تبعها فهذا بشكل أساسي طب كيف بقدر
+
+199
+00:13:59,620 --> 00:14:03,320
+أجوي ال gain بتاعتها عشان أقول والله أنا محتاج
+
+200
+00:14:03,320 --> 00:14:08,740
+فعلا ال delta W هذه قمت ال delta W هي W فإذن قيمة
+
+201
+00:14:08,740 --> 00:14:13,760
+delta Wهى جداش معدل الزيادة او النقصان الحقيقة
+
+202
+00:14:13,760 --> 00:14:17,880
+زيادة او نقصان جداش المعدل المفروض Delta Wi و J
+
+203
+00:14:17,880 --> 00:14:22,520
+بين I و J طبعا اتفقنا ال P هذا اللى هى ال
+
+204
+00:14:22,520 --> 00:14:26,100
+iteration ال iteration فانا فى ال iteration number
+
+205
+00:14:26,100 --> 00:14:31,600
+الاولى مثلا او فى الدورة الاولى الدورة التانية
+
+206
+00:14:31,600 --> 00:14:33,700
+الدورة التالتة فى ال iteration رقم واحد اتنين
+
+207
+00:14:33,700 --> 00:14:36,960
+تلاتة اربعة and so onهذه ال P اللي هي رقم ال
+
+208
+00:14:36,960 --> 00:14:39,360
+iteration هذه المفروض انها تكون معتمدة على
+
+209
+00:14:39,360 --> 00:14:47,700
+function تربط Y ب X الشيء Y هي قيمة ال J اللي هي
+
+210
+00:14:47,700 --> 00:14:56,660
+قيمة ال node J و X هي قيمة ال node I طيب بحيث ان
+
+211
+00:14:56,660 --> 00:15:01,380
+فعلا العلاقة بينهم توضح لنا هل هم مرتبطين بعض او
+
+212
+00:15:01,380 --> 00:15:06,480
+لا هل هم مرتبطين بعض او لا كيف؟بدنا شيء أنه لو هذه
+
+213
+00:15:06,480 --> 00:15:12,320
+زادت و هذه في نفس الوقت زادت الأصل أنه أجوي أو
+
+214
+00:15:12,320 --> 00:15:17,020
+أكبر delta w و لو مافيش ارتباط بينهم بمعنى هذه
+
+215
+00:15:17,020 --> 00:15:21,900
+زادت هذه نقصت هذه نقصت هذه زادت ال delta w اتجلد
+
+216
+00:15:21,900 --> 00:15:26,200
+ال delta w اتجلد فإيش ال function اللي بتربطلي ال
+
+217
+00:15:26,200 --> 00:15:29,640
+two parameters هدول مع بعض بحيث أنها تعطيني هذه
+
+218
+00:15:29,640 --> 00:15:34,190
+الفكرة أن أضربهم في بعضإننا نضربهم في بعض بمعنى
+
+219
+00:15:34,190 --> 00:15:39,870
+إنه إذا كان والله الاتنين بزيده فضربهم بزيد ضربهم
+
+220
+00:15:39,870 --> 00:15:44,670
+بزيد إذا واحدة منهم قليلة واحنا عارفين إنه قيمة W
+
+221
+00:15:44,670 --> 00:15:48,650
+قيمها بناخدها عادة من صفر لواحد فهي fractions في
+
+222
+00:15:48,650 --> 00:15:54,530
+النهاية فإذا قلت العلاقة واحد منهم فالأصل إنه
+
+223
+00:15:54,530 --> 00:16:00,780
+Delta W بتجل تبدأ تجلكويس طبعا في الآخر هنعملهم
+
+224
+00:16:00,780 --> 00:16:03,660
+عملية ضرب عادية multiplication على اعتبار انه هذا
+
+225
+00:16:03,660 --> 00:16:09,480
+أبسط طريقة انه فعلا لو الاتنين بيزيدوا مع بعض نجيب
+
+226
+00:16:09,480 --> 00:16:13,820
+term كبير خلاص بدربهم ضرب في بعض و بنضربهم في
+
+227
+00:16:13,820 --> 00:16:16,860
+الآخر كمان في مين في alpha اللي اتكلمنا عنها سابقا
+
+228
+00:16:16,860 --> 00:16:21,140
+و اللي هي learning rate parameter و بنقدر نقول ان
+
+229
+00:16:21,140 --> 00:16:23,980
+هذه ال equation بتسميها ال activity product rule
+
+230
+00:16:23,980 --> 00:16:28,420
+activity product rule اللي هي عملية الضرب عمليةإيه
+
+231
+00:16:28,420 --> 00:16:36,040
+الدرب؟ تمام، الآن ال two terms هدولة اتفقنا إنه لو
+
+232
+00:16:36,040 --> 00:16:42,460
+عليين لل two neurons عليين، ضربهم بزيد، بزيد،
+
+233
+00:16:42,460 --> 00:16:47,920
+بزيد، طب لإمتى؟ طيب، كمان مشكلة تانية، نفترض إن
+
+234
+00:16:47,920 --> 00:16:52,180
+واحد منهم أقل من التاني، واحد عالي وواحد متخفضتمام
+
+235
+00:16:52,180 --> 00:16:56,680
+ضربناهم القيمة منخفضة صحيح Delta W هتكون أقل من لو
+
+236
+00:16:56,680 --> 00:17:01,690
+الإتنين عليهم لكن في النهاية هو term positiveفإذن
+
+237
+00:17:01,690 --> 00:17:05,030
+iteration ورا التانية ورا التالتة ورا الرابع إيش
+
+238
+00:17:05,030 --> 00:17:08,710
+بزيد؟ بتزيد جاعة دلوقتي ال term ال term جاعة بزيد،
+
+239
+00:17:08,710 --> 00:17:10,010
+بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد،
+
+240
+00:17:10,010 --> 00:17:11,190
+بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد،
+
+241
+00:17:11,190 --> 00:17:14,770
+بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد،
+
+242
+00:17:14,770 --> 00:17:17,670
+بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد،
+
+243
+00:17:17,670 --> 00:17:18,530
+بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد،
+
+244
+00:17:18,530 --> 00:17:22,910
+بزيد، بزيد، بزيد، بزيد
+
+245
+00:17:26,970 --> 00:17:31,610
+محتاجين حاجة اسمها forgetting factor اللي هي معامل
+
+246
+00:17:31,610 --> 00:17:37,130
+النسيان انا مش من الصح اني دايما اضلني بس الذاكرة
+
+247
+00:17:37,130 --> 00:17:41,250
+انه والله او احفظ انه الاتنين زيادة مع بعض بزيدوا
+
+248
+00:17:41,250 --> 00:17:46,250
+مع بعض معناته زود فهذا ال term لحاله هيك هذا ال
+
+249
+00:17:46,250 --> 00:17:50,810
+term تبعت ال product rule ال product rule اللي هو
+
+250
+00:17:50,810 --> 00:17:57,740
+alpha yj في xjكويس هذا اللي احنا اتكلمنا عنه سابقا
+
+251
+00:17:57,740 --> 00:18:03,000
+وقلنا اه مفيد لأنه هيوضح ليه إذا كانت ال Y و X
+
+252
+00:18:03,000 --> 00:18:08,460
+عالينفمعنى ذلك أن ال term بدو يزيد ممتاز تمام بس
+
+253
+00:18:08,460 --> 00:18:11,120
+ماقدرش أقول زي ما قلنا to infinity في حاجة اسمها
+
+254
+00:18:11,120 --> 00:18:16,940
+معامل نسيان الأصل أنه إذا كان واحد منهم قليل الأصل
+
+255
+00:18:16,940 --> 00:18:21,840
+أنه أجلل الموضوع معايا فإذا نقدر نقول أنه هنضيف
+
+256
+00:18:21,840 --> 00:18:25,540
+term تاني ال term التاني هو ال forgetting factor
+
+257
+00:18:25,540 --> 00:18:29,840
+هو ال forgetting factor مضروف في Phi و اللي هي
+
+258
+00:18:29,840 --> 00:18:37,800
+تمثل ال factor هذاهذه مضروبة في term y في w بمعنى
+
+259
+00:18:37,800 --> 00:18:42,840
+انه قيمة ال y عالية او منخفضة مضروبة في قيمة ال w
+
+260
+00:18:42,840 --> 00:18:49,220
+في قيمة w لو ال w قليلة فالاصل انه نطرح term قليل
+
+261
+00:18:49,220 --> 00:18:54,940
+لكن هنلاحظ شغل كتير مهمة انه iteration ورا التانية
+
+262
+00:18:54,940 --> 00:19:02,680
+اذا w بتزيد ال w بتزيد كويس هيهاواحدة ورا التانية
+
+263
+00:19:02,680 --> 00:19:07,600
+قاعدة بتزيد Y بتزيد فالأصل أن ال term هذا هيك
+
+264
+00:19:07,600 --> 00:19:11,720
+بيخفف شوية من الزيادة بيحد من الزيادة بيحد من
+
+265
+00:19:11,720 --> 00:19:18,260
+الزيادة امتى؟ لما Y و X زادوا لدرجة انه خلاص
+
+266
+00:19:18,260 --> 00:19:23,080
+هيعدوا ال limits تاعة القيم المقبولة ل W ل W
+
+267
+00:19:23,080 --> 00:19:26,780
+فكأنها صارت exponential زادت زادت زادت بعدين خلاص
+
+268
+00:19:26,780 --> 00:19:29,900
+الزيادة بتصير خفيفة لأنه كل حاجة بتزيد عالي أنا
+
+269
+00:19:29,900 --> 00:19:33,130
+بانطرح منها عاليال term هذا بده يصير بده ينطرح ال
+
+270
+00:19:33,130 --> 00:19:39,010
+term عالي بيصير لإن y مضروبة في w و w زادت و بتزيد
+
+271
+00:19:39,010 --> 00:19:44,650
+طيب كل ما كانت منخفضة هنا منخفضة معنى ذلك أنه لأ
+
+272
+00:19:44,650 --> 00:19:49,090
+محتاج أزود فال term ال negative بيصير أقل بيصير
+
+273
+00:19:49,090 --> 00:19:52,030
+أقل هذا الكلام انتهى إذا كانوا الإتنين positive
+
+274
+00:19:52,030 --> 00:19:57,770
+الإتنين positive لكن .. لكن إذا كان delta w .. w
+
+275
+00:19:57,770 --> 00:20:03,470
+عالية و مافيش ارتباط بين y و xYUX مافيش الارتباط
+
+276
+00:20:03,470 --> 00:20:07,670
+بينهم فإذا واحد منهم منخفض في واحد منهم منخفض أكيد
+
+277
+00:20:07,670 --> 00:20:12,530
+المنخفض هدا إذا كانت Y فمعنى ذلك أن ال term هدا
+
+278
+00:20:12,530 --> 00:20:19,420
+هينخفض ال term الأول هينزلهينزل كويسة مدام نزل
+
+279
+00:20:19,420 --> 00:20:23,480
+معناه ذلك انه و delta و w هذه عالية نفترض
+
+280
+00:20:23,480 --> 00:20:27,560
+initially بدأت عالية فإذا ال term هذا أقل من ال
+
+281
+00:20:27,560 --> 00:20:30,960
+term التاني معناه ذلك انه delta بال negative فبصير
+
+282
+00:20:30,960 --> 00:20:35,020
+بجلل في ال delta في ال w بيصير نجلل هيك في قيمة w
+
+283
+00:20:35,020 --> 00:20:38,580
+لأن ال delta بال negative لما أروح أجمعها مع ال w
+
+284
+00:20:38,580 --> 00:20:46,240
+نفسها هتجل قيمة w هتجل قيمة w تمامفي الآخر لو كانت
+
+285
+00:20:46,240 --> 00:20:51,480
+X هي اللي منخفضة و Y عالية X منخفضة فمعناه ذلك أنه
+
+286
+00:20:51,480 --> 00:20:54,280
+برضه ال term هذا هيكون أقل بكتير من ال term التاني
+
+287
+00:20:54,280 --> 00:21:03,620
+وهذا هيؤدى أنه delta W بتجل أو بال negative بال
+
+288
+00:21:03,620 --> 00:21:07,000
+negative لأن ال term التاني أكبر بصيرterm التاني
+
+289
+00:21:07,000 --> 00:21:11,140
+بيصبح أكبر فهنا الحقيقة المعادلة هذه اقدرنا نقول
+
+290
+00:21:11,140 --> 00:21:15,520
+انه اعملنا limitation لمعدل الزيادة اعملنا
+
+291
+00:21:15,520 --> 00:21:18,860
+limitation وهذه من الأشياء المهمة جدا ضروري جدا زي
+
+292
+00:21:18,860 --> 00:21:23,060
+ما في ال memory فيه برضه ال forgetting زي ما في
+
+293
+00:21:23,060 --> 00:21:27,080
+الذاكرة او الاستذكار او التذكر فيه برضه النسيان
+
+294
+00:21:27,080 --> 00:21:31,080
+والاتنين الحقيقة مهمين الذاكرة ان اظلني متذكر كل
+
+295
+00:21:31,080 --> 00:21:36,710
+شيء ده مش حقيقة صحيه كتيرحتى بين البشر، كتير كويس
+
+296
+00:21:36,710 --> 00:21:41,510
+إن يكون فيه معامل نسيان بالحقيقة طيب بالنسبة لـ
+
+297
+00:21:41,510 --> 00:21:45,070
+Phi الحقيقة ال forgetting factor هذه بنقدر نقول إن
+
+298
+00:21:45,070 --> 00:21:49,130
+هي قيمة بين الصفر والواحد زيها زي ال alpha ال
+
+299
+00:21:49,130 --> 00:21:51,310
+alpha برضه ال learning rate أخدناها من المحادرات
+
+300
+00:21:51,310 --> 00:21:55,590
+السابقة برضه كنا دايما بنقول إن هي typically 0.1
+
+301
+00:21:56,400 --> 00:22:00,480
+كانت 0.1 فهنا برضه typical بهذا الشكل لكن بدنا
+
+302
+00:22:00,480 --> 00:22:05,260
+نقول إنه في ممكن يكون في نسبة بينهم نقول إنه في
+
+303
+00:22:05,260 --> 00:22:09,440
+بينهم نسبة واحد أكبر من التاني خمس أضعاف عادة يعني
+
+304
+00:22:09,440 --> 00:22:14,300
+التجربة هيك بتقول أن يكون واحد منهم أكبر من التاني
+
+305
+00:22:14,300 --> 00:22:16,560
+حوالي خمس أضعاف زي ما هنشوف المعادلات اللي في ال
+
+306
+00:22:16,560 --> 00:22:19,840
+algorithm الخاص فيها فنبدأ نشوف ال algorithm الآن
+
+307
+00:22:19,840 --> 00:22:25,630
+نراجعالقلية افهمنا المفهوم يعني افهمنا افكار انه
+
+308
+00:22:25,630 --> 00:22:31,390
+هب كيف فكر ال neurons و كل ما بيصير excitation
+
+309
+00:22:31,390 --> 00:22:34,130
+للاتنين مع بعض او واحدة بتعمل excitation للتانية
+
+310
+00:22:34,130 --> 00:22:37,190
+بمعنى ان هذه I كل ما كانت عالية هذه بتصير عالية
+
+311
+00:22:37,190 --> 00:22:41,210
+فإذا ال connection between them عاليمنطقي روحنا
+
+312
+00:22:41,210 --> 00:22:45,450
+أخذنا هذا الكلام هندسيا أو رياضيا و ترجمناه رياضيا
+
+313
+00:22:45,450 --> 00:22:49,110
+و بعدين حددنا كيف أنا بدي أحسب ال function اللي
+
+314
+00:22:49,110 --> 00:22:53,110
+بتربط ليهم مع بعض عشان أقدر من خلالها أحسب delta w
+
+315
+00:22:53,110 --> 00:22:56,490
+ونجحنا كأفكار الآن بدنا نحط ال algorithm ال
+
+316
+00:22:56,490 --> 00:22:59,530
+algorithm هنبدأ بشكل أساسي في الhibian learning
+
+317
+00:22:59,530 --> 00:23:01,770
+algorithm بال step number one اللي هي ال
+
+318
+00:23:01,770 --> 00:23:05,090
+initialization و ال initialization بحط كل ال
+
+319
+00:23:05,090 --> 00:23:11,160
+synaptic weights من صفرلواحد قيم من zero to one و
+
+320
+00:23:11,160 --> 00:23:14,420
+بنبدأ نشتغل عليها عشان ان هي initial values بعدين
+
+321
+00:23:14,420 --> 00:23:16,340
+بنعمل عملية activation ايش هي ال activation
+
+322
+00:23:16,340 --> 00:23:19,680
+activation بكل بساطة بدنا نجيب قيمة ال Y بس مش
+
+323
+00:23:19,680 --> 00:23:22,660
+اكتر انا عندى شبكة neural network
+
+324
+00:23:26,430 --> 00:23:31,730
+هيها كاملة full neural network بدنا نكمل ال neural
+
+325
+00:23:31,730 --> 00:23:36,170
+network دي بالشكل الأساسي هنا عندي Y و هنا عندي ال
+
+326
+00:23:36,170 --> 00:23:41,550
+Xات خلاص بنعطي قيمة ال input عشان ناخد قيمة ال
+
+327
+00:23:41,550 --> 00:23:47,510
+output قيمة ال outputs جبنا ال outputs اللي هي ال
+
+328
+00:23:47,510 --> 00:23:52,590
+Y's اللي هي قيم Y's هاي Y اللي هي زي ما احنا
+
+329
+00:23:52,590 --> 00:23:55,530
+عارفين عبارة عن summation
+
+330
+00:23:57,360 --> 00:24:01,820
+لا طبعا هنا مشتغل على ال perceptron او one layer
+
+331
+00:24:01,820 --> 00:24:05,040
+على one layer مش زي ما احنا عملنا هيك two layer
+
+332
+00:24:05,040 --> 00:24:10,100
+هذا في ال multi اشتغل على one layer مباشرة x to y
+
+333
+00:24:10,100 --> 00:24:20,070
+على طول فبقدر اقول انه x واحد في w1 1 x 2 في w 2 1
+
+334
+00:24:20,070 --> 00:24:26,150
+x 3 في w 3 1 فهنا عملنا ال summation زائد متذكرين
+
+335
+00:24:26,150 --> 00:24:29,450
+ال theta زائد ال theta ال three-should زائد ال
+
+336
+00:24:29,450 --> 00:24:32,930
+three-should او و قولنا ان ال three-should هذه
+
+337
+00:24:32,930 --> 00:24:35,930
+اللي بدنا نجمعها بتكون قيمة ال input تبعها ايش؟
+
+338
+00:24:36,440 --> 00:24:39,780
+minus one minus one فهذه دايما بتكون مضروبة في
+
+339
+00:24:39,780 --> 00:24:43,780
+minus one و theta نفسها بتكون عبارة عن W بتكون
+
+340
+00:24:43,780 --> 00:24:48,020
+عبارة عن W فإذا هيطلع بهذا الشكل المعادل اللي إحنا
+
+341
+00:24:48,020 --> 00:24:52,640
+شايفينها أمامنا summation لل I from one to N N هنا
+
+342
+00:24:52,640 --> 00:25:02,100
+إيش هتمثل عدد ال inputsفإذن هنا X1 X2 to Xn فنتقدر
+
+343
+00:25:02,100 --> 00:25:05,200
+نقول إن هذا هو ال summation تبعنا مضروبة في ال X
+
+344
+00:25:05,200 --> 00:25:11,760
+كل X مضروبة في ال W اللي خاصة بمين بال X مع Y اللي
+
+345
+00:25:11,760 --> 00:25:16,120
+أنا بحسبها لإن هنا ممكن يكون عندي Y1 Y2 Y3 and so
+
+346
+00:25:16,120 --> 00:25:24,370
+on Yj كويس تمام جدا فإذن لكل Yابنضربها في كل ال
+
+347
+00:25:24,370 --> 00:25:28,230
+weights اللي هي مرتبطة فيهم، مع مين؟ مع ال inputs،
+
+348
+00:25:28,230 --> 00:25:32,450
+مع ال inputs، جيد، بنكون هيك عملنا activation ل Y،
+
+349
+00:25:32,450 --> 00:25:39,800
+عشان نلقاه .. الآن نشوف قيم Y مع .. مع Xتمام عملية
+
+350
+00:25:39,800 --> 00:25:43,920
+ال learning اتفقنا سابقا وقولناها يمكن مرارا و
+
+351
+00:25:43,920 --> 00:25:49,000
+تكرارا في ال supervised learning سابقا ان ال W
+
+352
+00:25:49,000 --> 00:25:52,980
+لجديدة لجديدة ايش يعني P plus one يعني ال
+
+353
+00:25:52,980 --> 00:25:58,080
+iteration القادمة هتسوي نفسها ال W القديمة plus
+
+354
+00:25:58,080 --> 00:26:03,920
+delta W القديمة او اللي انحسبت في ال iteration P
+
+355
+00:26:05,330 --> 00:26:09,410
+عشان نجمحهم مع بعض و نجيب ال W الجديد ده اللي هرجع
+
+356
+00:26:09,410 --> 00:26:12,650
+أعمل لهياش كمان مرة activation على نفس ال inputs و
+
+357
+00:26:12,650 --> 00:26:17,910
+أتأكد هل هتثبت ال W بعد هيك و لا لأ هنجي في امتع
+
+358
+00:26:17,910 --> 00:26:19,430
+.. هنجي في امتع لما تثبت ال W
+
+359
+00:26:26,870 --> 00:26:30,110
+صار عندى ال delta w هي نفس المعادلة على فكرة هي
+
+360
+00:26:30,110 --> 00:26:35,010
+نفس المعادلة اللى بشوفها هي نفسها السابقة مع فارق
+
+361
+00:26:35,010 --> 00:26:39,990
+واحد فقط ان احنا lambda هذه هي عبارة عن Alpha على
+
+362
+00:26:39,990 --> 00:26:46,730
+Phi بس لا اكثر ولا اقل Alpha على Phi فحسبها ك
+
+363
+00:26:46,730 --> 00:26:50,670
+lambda بحيث انه دائما تكون خمسة فبيميلوا انه
+
+364
+00:26:50,670 --> 00:26:57,290
+يستخدموها بشكلمتعرف عليه قيمته خمسة قيمة خمسة لأن
+
+365
+00:26:57,290 --> 00:27:02,650
+بعد ما عملنا قيمة خمسة بناخد common عامل مشترك على
+
+366
+00:27:02,650 --> 00:27:07,390
+اعتبار ان انتوا اذا بدنا ناخدها كانت Alpha في X في
+
+367
+00:27:07,390 --> 00:27:13,590
+Y X I في Y J كانت ناقص mean Phi وكنا نضربها في
+
+368
+00:27:13,590 --> 00:27:22,690
+mean Phi في Y J في W I و J هذه كانت قيمة DeltaW I
+
+369
+00:27:22,690 --> 00:27:29,730
+و J لما نقول انه ال Alpha هي عبارة عن Phi في
+
+370
+00:27:29,730 --> 00:27:39,530
+Lambda على Phi Lambda على Phi و ناخد common Phi في
+
+371
+00:27:39,530 --> 00:27:46,330
+Y فخلينا ناخد هنا Phi في Y J ايش بيظل عندى هنا
+
+372
+00:27:46,330 --> 00:27:58,980
+Alpha على Phiفي X I مظبوط ناقص من W خلاص I و J طيب
+
+373
+00:27:58,980 --> 00:28:04,140
+ال term هذا اتفقنا ان هو قيمة Lambda قيمة ال
+
+374
+00:28:04,140 --> 00:28:08,680
+Lambda تمام فما خدناش ولا انخاف منها هي نفس
+
+375
+00:28:08,680 --> 00:28:14,440
+المعادلة هي هي ولكن لإيجاد علاقة بينالـ Alpha و
+
+376
+00:28:14,440 --> 00:28:19,700
+الـ Phi و اللي سمناها Phi الـ forgetting factor
+
+377
+00:28:19,700 --> 00:28:23,900
+فإذن كأنني بجيب معامل التذكر على النسيان معامل
+
+378
+00:28:23,900 --> 00:28:29,300
+التذكر على النسيان طيب ال iteration اللي هو اللفات
+
+379
+00:28:29,300 --> 00:28:31,880
+بتاعتنا في اللفة القادمة هنرجع لمين نعمل
+
+380
+00:28:31,880 --> 00:28:34,780
+activation فال activation كانت رقم اتنين بس ال
+
+381
+00:28:34,780 --> 00:28:40,780
+activation الآن هنعملها عالميا على ال W لجديدة W P
+
+382
+00:28:40,780 --> 00:28:47,740
+plus واحدصارت بي بلس وان بي بلس وان تمام فهذه هي
+
+383
+00:28:47,740 --> 00:28:53,340
+ال iteration هتشوف مثال هتشوف مثال المثال هذا بشكل
+
+384
+00:28:53,340 --> 00:28:59,780
+أساسي هيكون زي ما احنا شايفين عندنا خمسة factors
+
+385
+00:28:59,780 --> 00:29:07,300
+الخمسة factors هدول بدنا
+
+386
+00:29:07,300 --> 00:29:09,520
+انعرف الشبكة عليهم
+
+387
+00:29:20,770 --> 00:29:24,890
+ال fact اللي ال vector الأول من ال five vectors
+
+388
+00:29:24,890 --> 00:29:30,450
+هدول هو x1 فهذا input أول، sample أولى، فيها خمسة
+
+389
+00:29:30,450 --> 00:29:33,950
+vector، خمسة elements في ال vector نفسه، فيه خمسة
+
+390
+00:29:33,950 --> 00:29:36,310
+elements، التانية خمسة elements، تالتة خمسة
+
+391
+00:29:36,310 --> 00:29:39,570
+elements، كله خمسات، فإذا كأنه ال neural network
+
+392
+00:29:39,570 --> 00:29:43,630
+هي عبارة عن خمسة في ال inputما دم انا باعطي ..
+
+393
+00:29:43,630 --> 00:29:48,010
+بنعطي خمسة الهدف منها بتديها تعمل استذكار او
+
+394
+00:29:48,010 --> 00:29:53,070
+matching اتعرف فإذا بدي يكون برضه عنده خمسة في ال
+
+395
+00:29:53,070 --> 00:29:58,450
+output في
+
+396
+00:29:58,450 --> 00:30:04,050
+ال output جيد جدا ممتاز حتى الآن هي ال X وهي ال Y
+
+397
+00:30:04,050 --> 00:30:13,180
+الآن لو مسكناNeuron by Neuron نجد أن الـ Neuron
+
+398
+00:30:13,180 --> 00:30:21,200
+الأول الشكل المدخلات تبعته هي الشكل المدخلاتطيب
+
+399
+00:30:21,200 --> 00:30:24,380
+ليش احنا روحنا ل neuron by neuron؟ لأنه انا قاعد
+
+400
+00:30:24,380 --> 00:30:29,380
+بدي اجسد ال .. ال hippian rule طب hip كان بتكلم عن
+
+401
+00:30:29,380 --> 00:30:33,980
+neuron ماكانش بتكلم عن weights جوا كان بتكلم عن ال
+
+402
+00:30:33,980 --> 00:30:37,620
+neuron نفسها بمعنى انه هل في matching بين two
+
+403
+00:30:37,620 --> 00:30:41,200
+neurons مع بعض عشان اجول علاقة بينهم مش هي كانت
+
+404
+00:30:41,200 --> 00:30:46,230
+الفكرة او مافيش matchingأو ال association معدومة
+
+405
+00:30:46,230 --> 00:30:52,730
+أو قليلة عشان أجلّ ال weight بينهم تمام؟ عشان هيك
+
+406
+00:30:52,730 --> 00:30:56,390
+أنا الآن بدي أحط عيني على مين نيورون by نيورون
+
+407
+00:30:56,390 --> 00:31:01,710
+لنيورون الأول إيش مدخلاته؟ صفر و صفر و صفر و صفر و
+
+408
+00:31:01,710 --> 00:31:08,710
+صفر لكل ال five inputs لكل ال five inputs فإذا
+
+409
+00:31:08,710 --> 00:31:15,890
+المتوقع إيش؟ المتوقع هناهذا التوقع لأنه هو
+
+410
+00:31:15,890 --> 00:31:20,390
+initially إحنا بنعطي ال connection بين كل input و
+
+411
+00:31:20,390 --> 00:31:24,470
+ال output تبعه قيمة عالية و ال other zeros إلى أن
+
+412
+00:31:24,470 --> 00:31:29,690
+يثبت العكس إلى أن يثبت العكس يعني بمبدأيا ال
+
+413
+00:31:29,690 --> 00:31:33,850
+weight بتاعتنا هنا أو مجموعة ال weights matrix
+
+414
+00:31:33,850 --> 00:31:37,970
+بتاعتنا إذا خمسة في خمسة هتكون عبارة عن one one
+
+415
+00:31:37,970 --> 00:31:41,330
+one one one otherwise zeros
+
+416
+00:31:43,670 --> 00:31:49,070
+otherwise هتكون عبارة عن zeros بحيث انه كل input
+
+417
+00:31:49,070 --> 00:31:55,070
+هو قوي لل output تبعه بس هدى by default initially
+
+418
+00:31:55,070 --> 00:32:00,170
+بسمة هل هي الصح؟ لأ مش هي الصح طيب نيجي نتوقع ايش
+
+419
+00:32:00,170 --> 00:32:03,970
+اللى بده يصير فعليا اللى هسير حقيقة انه اذا ال
+
+420
+00:32:03,970 --> 00:32:09,330
+node الأولى zeros معناته هي unactivated معناته هي
+
+421
+00:32:09,330 --> 00:32:15,340
+فعليامش مؤثرة هي دايما صفر هي دايما صفر فمتوقعش
+
+422
+00:32:15,340 --> 00:32:21,040
+انه مجموعة ال ال weights بتاعتها هنا هيكونوا عالين
+
+423
+00:32:21,040 --> 00:32:33,960
+او مؤثرين مش متوقع كتير تمام التانية التانية
+
+424
+00:32:33,960 --> 00:32:43,190
+هتكون عبارة عن إيشصفر واحد صفر صفر واحد تمام
+
+425
+00:32:43,190 --> 00:32:53,970
+التالتة صفر صفر صفر واحد صفر الرابعة صفر صفر واحد
+
+426
+00:32:53,970 --> 00:33:00,530
+صفر صفر الخامسة صفر واحد صفر صفر واحد طب هات
+
+427
+00:33:00,530 --> 00:33:04,350
+نمسكهم ال neurons هدولة مين ممكن يكون مرتبط مع
+
+428
+00:33:04,350 --> 00:33:10,760
+التانيأو مشابه للتاني خمس أصفار، في واحد منهم خمس
+
+429
+00:33:10,760 --> 00:33:17,060
+أصفار؟ أطلاقًا مافيش، طيب هنا واحد صفر واحد صفر
+
+430
+00:33:17,060 --> 00:33:22,860
+صفر واحد هو وخمسة هو وخمسة، هفهم أيش؟ هفهم معناته
+
+431
+00:33:22,860 --> 00:33:27,300
+إنه اتنين النيورون التانية والنيورون الخامسة في
+
+432
+00:33:27,300 --> 00:33:30,980
+association between them مرتبطين ببعض، لما هذه
+
+433
+00:33:30,980 --> 00:33:35,150
+بتزيد هذه بتزيدهذه كل ما بتزيد هذه بتزيد هذه معاها
+
+434
+00:33:35,150 --> 00:33:39,330
+امتى في ال sample رقم اتنين في ال input التاني هذه
+
+435
+00:33:39,330 --> 00:33:44,190
+بتزيد هذه بتزيد برضه في الخامس هذه بتزيد هذه برضه
+
+436
+00:33:44,190 --> 00:33:48,090
+بتزيد ايش هنفهم من هذا الكلام هنفهم من هذا الكلام
+
+437
+00:33:48,090 --> 00:33:55,330
+انه فعليا بين ال neuron التانية و الخامسة في
+
+438
+00:33:55,330 --> 00:34:02,790
+ارتباط في ارتباط بمعنى انه القيمة هناهتكون جوية
+
+439
+00:34:02,790 --> 00:34:11,730
+اتنين مع نفسها و اتنين مع خمسة بحيث انه كل مهادي
+
+440
+00:34:11,730 --> 00:34:15,810
+كانت عالية انا فاهم انه لازم خمسة برضه تكون عالية
+
+441
+00:34:15,810 --> 00:34:19,850
+لان في رتبات بينهم في رتبات بينهم نفس الكلام لمين
+
+442
+00:34:19,850 --> 00:34:25,190
+لخمسة برضه خمسة مع نفسها و خمسة مع اتنين
+
+443
+00:34:28,650 --> 00:34:31,770
+Tamam otherwise لأ مااتوقعش انه هتكون ال
+
+444
+00:34:31,770 --> 00:34:37,410
+connection ذات أهمية أو ذات قيمة عالية مانتوقعش
+
+445
+00:34:37,410 --> 00:34:45,350
+تمام otherwise تلاتة .. تلاتة في الشمال رقم تلاتة
+
+446
+00:34:45,350 --> 00:34:49,210
+neuron التالتة هي مش شبيهة لحده والرابعة مش شبيهة
+
+447
+00:34:49,210 --> 00:34:53,170
+لحده فهم مع نفسهم مع نفسهم بمعنى هي مكتفية بذاتها
+
+448
+00:34:53,170 --> 00:34:57,890
+كل ما بتزيد خلاص بتزيد لحالهاكل ما بتزيد بتزيد
+
+449
+00:34:57,890 --> 00:35:03,530
+لحالها، بعكس واحد اللي هو أصلا بزدش، أساسا بزدش
+
+450
+00:35:03,530 --> 00:35:07,670
+نهائي، ف zeros خلصناه، مافيش إلها معنى أحط هنا
+
+451
+00:35:07,670 --> 00:35:13,770
+connection عالية بين واحد مع واحد هو أصلا zeros،
+
+452
+00:35:13,770 --> 00:35:17,250
+zeros، معناته nothing، خلاص، كويس، نفس الكلام،
+
+453
+00:35:17,250 --> 00:35:21,770
+أربعة مع أربعة، أربعة مع نفسها، في حالة activation
+
+454
+00:35:21,770 --> 00:35:27,510
+واحدة موجودة، and x3لما بتزيد خلاص بتزيد لحالها
+
+455
+00:35:27,510 --> 00:35:31,930
+بتزيد لحالها هذا الكلام كيف هتقدر تشوفوه هتشوفوه
+
+456
+00:35:31,930 --> 00:35:39,450
+الآن هنا واحد مع واحد هنا لأ الواحد اللي اتطلعت له
+
+457
+00:35:39,450 --> 00:35:45,250
+ال neuron الرابع لحالها طلعت مشتركتش مع حدا مافيش
+
+458
+00:35:45,250 --> 00:35:48,990
+أي association بينها وبين اي حد في ال neurons
+
+459
+00:35:48,990 --> 00:35:54,350
+التانية طيب هنا تلاتة هي ال activated فيهملحالها
+
+460
+00:35:54,350 --> 00:35:58,870
+مش مشتركة مع حد طيب اربعة ايه عفوا الخامسة في
+
+461
+00:35:58,870 --> 00:36:04,070
+الحالة الخامسة برضه اتنين مع مع خمسة اتنين مع خمسة
+
+462
+00:36:04,070 --> 00:36:09,070
+معناته في matching في حالتين في matching في حالتين
+
+463
+00:36:09,070 --> 00:36:13,510
+في الحالتين هدولة معناته كل one epochمرحلة كاملة
+
+464
+00:36:13,510 --> 00:36:17,890
+من مجموعة ال input لما بدخل x1 على x2، x3، x4، x5،
+
+465
+00:36:17,890 --> 00:36:21,230
+بسميها one epoch ال one epoch هدولة أكم matchings
+
+466
+00:36:21,230 --> 00:36:28,830
+صار بين 2 و 5 مرتين فيعني توقعا الرقم اللي المفروض
+
+467
+00:36:28,830 --> 00:36:34,210
+لل weight هذي توقعا بيروح لل 2 توقعا، نشوف إيش
+
+468
+00:36:34,210 --> 00:36:41,210
+بيطلع فعليا، تمام بالنسبة لأ، x3 و x4 هي مرة واحدة
+
+469
+00:36:42,050 --> 00:36:46,510
+هي مرة واحدة فقط بيظهروا فيها كويس فهيك الشواهد
+
+470
+00:36:46,510 --> 00:36:50,150
+هيك بتقول الشكل هيكون بهذا الشكل زي ما احنا .. زي
+
+471
+00:36:50,150 --> 00:36:52,350
+ما احنا فعلا توقعناه و رسمناها هنا قدامنا
+
+472
+00:36:52,350 --> 00:37:00,730
+Initially هيكون بالشكل اللي قدامنا الشبكة أو
+
+473
+00:37:00,730 --> 00:37:05,990
+ال neural .. ال neural networks بهذا الشكل حسب ال
+
+474
+00:37:05,990 --> 00:37:12,010
+unsupervised learninginput output فهذه X وهذه Y
+
+475
+00:37:12,010 --> 00:37:17,310
+تمام Initially بنقول انه بين واحد و واحد string
+
+476
+00:37:17,310 --> 00:37:21,490
+عالية بنعطيها قيمة واحد هاي واحد بين واحد و واحد
+
+477
+00:37:21,490 --> 00:37:29,210
+otherwise zerosطيب هيها 0 0 0 0 بين 1 و 2 و 1 3 و
+
+478
+00:37:29,210 --> 00:37:35,550
+1 4 و 1 5 1 2 1 3 1 4 و 1 5 طيب هنا 2 و 2 هيلي 2 و
+
+479
+00:37:35,550 --> 00:37:39,990
+2 3 و 3 4 و 4 5 و 5 Initially بعدين بنبدأ نشتغل
+
+480
+00:37:39,990 --> 00:37:43,110
+على المعدلات اللي أخدناها في ال algorithm نفسه أني
+
+481
+00:37:43,110 --> 00:37:46,790
+أبدأ أعمل activation فبنبدأ نشتغل هنا activation
+
+482
+00:37:46,790 --> 00:37:51,770
+نضرب نضرب ال weight الأولى العالية هذه مع الواحد
+
+483
+00:37:51,770 --> 00:37:57,900
+طبعا هنا لما ندخلسيكوينس ندخل X1 او ال sample
+
+484
+00:37:57,900 --> 00:38:02,860
+يقولها كانت 10001 كويس دخلناها و نعمل activation
+
+485
+00:38:02,860 --> 00:38:05,660
+ضربناها في العالي و هدول ضربناهم في المنخفض قيم
+
+486
+00:38:05,660 --> 00:38:11,420
+منخفضة zeros هيها فضرب عادي جبري مافيش اي مشكلة
+
+487
+00:38:11,420 --> 00:38:15,720
+فيه عشان نحصل على ال output ندخل التاني او التالتة
+
+488
+00:38:15,720 --> 00:38:19,340
+او الرابعة او الخمسة و نبدأ نشتغل على Delta Delta
+
+489
+00:38:19,340 --> 00:38:24,810
+مين؟ Delta W'sDelta W هذه و هذه و هذه و هذه و هذه
+
+490
+00:38:24,810 --> 00:38:29,610
+كل واحدة منهم Delta W حسب قيمة ال I بتاعتها بعد
+
+491
+00:38:29,610 --> 00:38:34,630
+ذلك بعد أكام epoch هنجد أنه بيصير استقرار لقيم ال
+
+492
+00:38:34,630 --> 00:38:38,650
+weights خلاص مابتعدش تتغير كتير مابتعدش تتغير كتير
+
+493
+00:38:38,650 --> 00:38:43,150
+لما نصل لحالة الاستقرار هنجد أنه اللي صار لهم
+
+494
+00:38:43,150 --> 00:38:50,510
+الحقيقة تقوية increasing هم الال weights اللي احنا
+
+495
+00:38:50,510 --> 00:38:53,790
+علمناه منه و اللي كانوا متوقعين الحقيقة .. الحقيقة
+
+496
+00:38:53,790 --> 00:38:56,550
+كانوا متوقعين اللي هم زي ما احنا هنا مشايفينهم
+
+497
+00:38:56,550 --> 00:39:02,370
+اتنين مرتبطة مع اتنين و مرتبطة مع خمسة مع اتنين و
+
+498
+00:39:02,370 --> 00:39:06,790
+مع خمسة .. منطق جدا .. خمسة نفس الكلام اتنين مع
+
+499
+00:39:06,790 --> 00:39:11,540
+خمسةتنين مع خمسة جيد بحيث انه هذي بتزيد هذي بتزيد
+
+500
+00:39:11,540 --> 00:39:14,760
+معها هذي بتزيد هذي بتزيد معها نفس الكلام تلاتة و
+
+501
+00:39:14,760 --> 00:39:17,880
+أربعة لأ هم مش مرتبطين مع حد هو مع حالهم بس بصرا
+
+502
+00:39:17,880 --> 00:39:22,500
+activation معناته مع حالهم كويس فبدأنا بال
+
+503
+00:39:22,500 --> 00:39:28,360
+diagonal ones او ال identity matrix هذه identity
+
+504
+00:39:28,360 --> 00:39:32,540
+matrix وانتهينا نشوف نحلل انتهينا له انتهينا
+
+505
+00:39:32,540 --> 00:39:38,660
+باتنينالواحد أولا zeros اتفقنا لأنه أصلا ماصارلهش
+
+506
+00:39:38,660 --> 00:39:42,980
+أساسا activation طول فترة التعلم طول فترة التعلم
+
+507
+00:39:42,980 --> 00:39:46,140
+ماصارلهش activation فإيش بيصير في العصب هذا
+
+508
+00:39:46,140 --> 00:39:51,340
+بيصيرله biologically دمور بيصيرله دمور خلاص دمور
+
+509
+00:39:51,340 --> 00:39:56,980
+ميت تمام ف zeros اتنين مع اتنين أكام مرة ظهروا
+
+510
+00:39:56,980 --> 00:40:04,120
+متفقين مع بعض مرتين الشيخ ظهر مرتين مع بعضالكويس
+
+511
+00:40:04,120 --> 00:40:09,960
+هيهم زهروا هنا مرة و هنا مرة الاتنين زهرت هنا مرة
+
+512
+00:40:09,960 --> 00:40:15,120
+و هنا مرة ففي كل ابوك هي جاعدة بتزود هنا واحد و
+
+513
+00:40:15,120 --> 00:40:18,660
+بتزود هنا واحد مجموع باتنين فأتوقع أن ال maximum
+
+514
+00:40:18,660 --> 00:40:22,400
+value إلها جاعدة بت limit للاتنين كل ما زودنا بت
+
+515
+00:40:22,400 --> 00:40:26,680
+limit للاتنين نفس الكلام لخمسة حقيقة ل الخمسة تمام
+
+516
+00:40:28,700 --> 00:40:33,040
+فزي ما قلنا هنجي اتنين مع اتنين حوالي الاتنين و
+
+517
+00:40:33,040 --> 00:40:36,120
+الاتنين مع الخمس نفس الكلام بهم زادوا مع بعض كام
+
+518
+00:40:36,120 --> 00:40:41,040
+مرة مرتين كان ماتشنج عمله من الخمس مرات مرتين
+
+519
+00:40:41,040 --> 00:40:45,900
+عملوا ماتشنج مرتين عملوا ماتشنج مع بعض فتوقع برضه
+
+520
+00:40:45,900 --> 00:40:49,920
+توقع انه حسب المعادلات زيادة المعادلة لوين بتهات
+
+521
+00:40:49,920 --> 00:40:54,080
+limit هت limit لاتنين فنفس الكلام برضه من الخمسة و
+
+522
+00:40:54,080 --> 00:40:59,790
+اتنين و الخمسة و خمسة تعالوا نشوف تلاتة مع تلاتةمع
+
+523
+00:40:59,790 --> 00:41:06,510
+نفسها مرة واحدة ظهرت، مش هيك؟ نسبة التلاتة هي ظهرت
+
+524
+00:41:06,510 --> 00:41:09,510
+.. وين التلاتة؟ هي التلاتة، التلاتة مظهرتش اللي هو
+
+525
+00:41:09,510 --> 00:41:13,210
+مرة واحدة فقط، لا أكثر ولا أقل، و مع نفسها،
+
+526
+00:41:13,210 --> 00:41:17,290
+ماشتركتش مع حدا، يعني مش والله الزيادة اللي حصلت
+
+527
+00:41:17,290 --> 00:41:22,010
+عندها تزامنت مع زيادة حصلت مع غيرها، لأ، ماحصلش
+
+528
+00:41:22,010 --> 00:41:27,490
+هذا الكلام، ماحصلش هذا الكلام، تمامفبالضبط هتكون
+
+529
+00:41:27,490 --> 00:41:30,270
+هنا حوالين الواحد وهنا نفس الكلام الأربعة هي نفس
+
+530
+00:41:30,270 --> 00:41:32,950
+الفكرة ترجعوا بتشوفوها هتلاقوها فعلا ظهرت مرة
+
+531
+00:41:32,950 --> 00:41:39,590
+واحدة لا أكثر ولا أقل جيد الآن لو نعطيها input
+
+532
+00:41:39,590 --> 00:41:43,830
+نقول الله بنعمل test ال test هذا لإيش؟ لل term
+
+533
+00:41:43,830 --> 00:41:49,630
+100101 هل هو هذا واحد من ال inputs بتاعنا؟الحقيقة
+
+534
+00:41:49,630 --> 00:41:54,050
+لأ هذا ماكنش من ال inputs اللي اتدربت عليهم 100001
+
+535
+00:41:54,050 --> 00:41:57,210
+يعني 1 تلت أصفر واحد لا هذا ولا هذا ولا هذا ولا
+
+536
+00:41:57,210 --> 00:42:03,750
+هذا كويس فإذن الآن إيش بدها تعمل هتنشوف مبدئيا
+
+537
+00:42:05,930 --> 00:42:10,350
+الواحد اللي في الأول احنا رياضيا ماناش مشكلة ليش؟
+
+538
+00:42:10,350 --> 00:42:13,450
+لأن انت عندك matrix تضرب فيها وخلصنا تضرب فيها
+
+539
+00:42:13,450 --> 00:42:18,610
+وانتهى وخلصت على هيك وفي عندك مجموعة theta ال
+
+540
+00:42:18,610 --> 00:42:21,910
+theta بتكون given عندك فمنتهي الأمور .. منتهي
+
+541
+00:42:21,910 --> 00:42:25,870
+الأمور احنا بدنا نفهمها إيش بده يصير .. نفهمها ..
+
+542
+00:42:25,870 --> 00:42:31,130
+فهم الآن ال node الأولى دخلنا لها واحد بس هي إيش
+
+543
+00:42:31,130 --> 00:42:37,760
+صار لها ضمورأنا عارف إنه في ال training في مرحلة
+
+544
+00:42:37,760 --> 00:42:43,800
+التعلم ال learning في التدريب القيم بتاعتها zeros
+
+545
+00:42:43,800 --> 00:42:50,480
+فلمّا يجيني هنا واحد أكيد بدي أحوله ل zero لإنه
+
+546
+00:42:50,480 --> 00:42:55,340
+هينضرب في weights كلها zeros العصب هذا ضامر فإيش
+
+547
+00:42:55,340 --> 00:43:01,240
+ما تعطي input على الفاضيمش هيعمل أي مشكلة يعني لو
+
+548
+00:43:01,240 --> 00:43:05,200
+لا قدر الله واحد خلينا نقول العين عينه سليمة
+
+549
+00:43:05,200 --> 00:43:08,340
+والشبكية سليمة وكل إش عنده سليم لكن في مشكلة في
+
+550
+00:43:08,340 --> 00:43:13,880
+العصب البصري هو هيشوف ف ال input موجود لكن ماوصلش
+
+551
+00:43:13,880 --> 00:43:19,200
+ماوصلش فالناتج ورا صفر الناتج في الدماغ في مراكز
+
+552
+00:43:19,200 --> 00:43:25,740
+الدماغ Zero تمام كويس التانية صفر خلاص مافيش مشكلة
+
+553
+00:43:25,740 --> 00:43:34,050
+لأ في مشكلة أصبرالتانية مرتبطة مع الخامسة صح صح 2
+
+554
+00:43:34,050 --> 00:43:38,950
+و 5 حسب ال network بتاعتنا هذه تحديدا في مرحلة ال
+
+555
+00:43:38,950 --> 00:43:43,210
+training وجدنا انه 2 و 5 بصيروا in excitation مع
+
+556
+00:43:43,210 --> 00:43:48,630
+بعض بطلعوا مع بعض و بنزلوا مع بعض لكن ان اجد 5 1 و
+
+557
+00:43:48,630 --> 00:43:55,890
+2 0في إيش غلط فهنا كأنها صارت بتلعب دور في بداية
+
+558
+00:43:55,890 --> 00:44:00,130
+الشغل اللي اتكلمناه مع hip بتلعب دور I وهد بتلعب
+
+559
+00:44:00,130 --> 00:44:05,490
+دور J فهد excited فلازم تعمل excitation لل J
+
+560
+00:44:05,490 --> 00:44:09,610
+بمعناه أنه هد هتحولها ل one one ليش لأنه صار لها
+
+561
+00:44:09,610 --> 00:44:14,430
+excitation من الخمسة كلهما بيعمل excitation للتاني
+
+562
+00:44:14,430 --> 00:44:18,310
+كلهما بيعمل excitation للتاني فإنه الرقم اتنين
+
+563
+00:44:18,310 --> 00:44:23,220
+اللي هو كان صفر المتوقعهيروح لوحد إذا فعلا ال
+
+564
+00:44:23,220 --> 00:44:28,040
+training كان صح هنا تمام و طبعا الخمسة أكيد هتظل
+
+565
+00:44:28,040 --> 00:44:31,780
+واحد ما هي بتعمل expectation لنفسها برضه طيب تلاتة
+
+566
+00:44:31,780 --> 00:44:35,080
+و أربعة الحقيقة تلاتة و أربعة مش هيتغير فيهم إشي
+
+567
+00:44:35,080 --> 00:44:39,080
+لإن هم مع نفسهم لكن في النهاية إيجوا zeros zeros
+
+568
+00:44:39,080 --> 00:44:42,700
+فهتطلع zero و zero فالمتوقع أن ال output هيطلع
+
+569
+00:44:43,290 --> 00:44:48,170
+العنصر .. العنصر هي ده بمعنى كأنه عرف ليه او اتعرف
+
+570
+00:44:48,170 --> 00:44:54,090
+على ال input اللي عملنا له test كأنه هو الحالة اني
+
+571
+00:44:54,090 --> 00:45:00,030
+حالة .. الحالة التانية X2 كأنه X2 فهيعمل تعرف ..
+
+572
+00:45:00,030 --> 00:45:05,040
+اتعرف على اللي داخل وصنفه لوحدة منالحالات اللي
+
+573
+00:45:05,040 --> 00:45:08,280
+بتدرب عليها هدول كأنه صاروا يمثلوا ال classes اللي
+
+574
+00:45:08,280 --> 00:45:11,360
+أنا بده أحفظهم .. بده أحفظهم إياه بدهم ي .. بدهوا
+
+575
+00:45:11,360 --> 00:45:16,040
+يحفظهم عشان أي input بده يجيه بده يصنفه ضمن واحد
+
+576
+00:45:16,040 --> 00:45:23,340
+منهم ضمن واحد منهم تمام فهي بشكل أساسي المثال اللي
+
+577
+00:45:23,340 --> 00:45:31,100
+بنقدر نتكلم عنه وبذلك بنكون خلصنا hipطريقة HIP هيك
+
+578
+00:45:31,100 --> 00:45:36,960
+من كون خلصناها عشان ننتقل في ال session القادم
+
+579
+00:45:36,960 --> 00:45:43,000
+لنوع تاني فحتى الآن بنقول انه خلصنا ال HIP أكيد
+
+580
+00:45:43,000 --> 00:45:48,140
+طبعا هيكون في أمثلة عليها و نتحدث بأمثلة عنها إلى
+
+581
+00:45:48,140 --> 00:45:52,360
+هنا بنقولكم سلام عليكم و نلقاكم في المحاضرة
+
+582
+00:45:52,360 --> 00:45:54,460
+القادمة مع ال competitive learning ان شاء الله
+
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/Uj2Qv1-w00Y_raw.json b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/Uj2Qv1-w00Y_raw.json
new file mode 100644
index 0000000000000000000000000000000000000000..e5d00cf3730bd4f5207022aa14588692500c6269
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/Uj2Qv1-w00Y_raw.json
@@ -0,0 +1 @@
+{"segments": [{"id": 1, "seek": 3404, "start": 4.93, "end": 34.05, "text": "باسم الله الرحمن الرحيم والصلاة والسلام على أشرف الأنبياء والمرسلين سيدنا محمد وعلى آله وصحبه أجمعين نكمل في ال neural network أو ال artificial neural network اللي بدأناها من تلت محاضرات سابقة أو من الأسبوع الماضي ونكمل الآن في شق آخر أو في category أخرى من ال categories الخاصة بال neural network وهي ال unsupervised learning والفرق البسيط بين ال supervised اللي أخدناها سابقا هو أن كان في teacher أو كان في supervisor", "tokens": [3555, 32277, 2304, 21984, 34892, 5016, 27842, 34892, 5016, 32640, 16070, 9381, 15040, 3660, 16070, 3794, 37440, 15844, 5551, 8592, 28480, 16247, 1863, 21292, 16606, 16070, 29973, 3794, 1211, 9957, 8608, 25708, 8315, 3714, 35571, 3215, 4032, 3615, 23942, 19753, 43761, 4032, 9381, 5016, 3555, 3224, 5551, 7435, 2304, 3615, 9957, 8717, 24793, 1211, 8978, 2423, 18161, 3209, 34051, 2423, 11677, 18161, 3209, 13672, 1829, 47525, 10721, 8315, 11296, 9154, 6055, 1211, 2655, 3714, 5016, 46958, 2288, 9307, 8608, 16758, 28671, 34051, 9154, 16247, 35457, 45367, 9673, 46958, 1829, 4032, 1863, 24793, 1211, 6024, 48506, 8978, 13412, 4587, 19753, 34740, 34051, 8978, 7719, 5551, 34740, 7578, 9154, 2423, 10479, 33962, 33546, 3660, 20666, 18161, 3209, 37037, 1829, 2423, 2693, 12879, 24420, 2539, 4032, 6027, 5172, 2288, 4587, 29739, 3794, 1829, 9566, 49374, 2423, 46533, 13672, 1829, 5551, 9778, 3215, 8315, 11296, 8608, 16758, 4587, 995, 31439, 14739, 25961, 8978, 5027, 34051, 25961, 8978, 24610], "avg_logprob": -0.11562499971159043, "compression_ratio": 1.963855421686747, "no_speech_prob": 1.7285346984863281e-06, "words": [{"start": 4.93, "end": 5.19, "word": "باسم", "probability": 0.8680013020833334}, {"start": 5.19, "end": 5.31, "word": " الله", "probability": 0.9453125}, {"start": 5.31, "end": 5.61, "word": " الرحمن", "probability": 0.9345703125}, {"start": 5.61, "end": 5.91, "word": " الرحيم", "probability": 0.9921875}, {"start": 5.91, "end": 6.19, "word": " والصلاة", "probability": 0.8441162109375}, {"start": 6.19, "end": 6.53, "word": " والسلام", "probability": 0.9137369791666666}, {"start": 6.53, "end": 6.71, "word": " على", "probability": 0.3916015625}, {"start": 6.71, "end": 6.97, "word": " أشرف", "probability": 0.9822591145833334}, {"start": 6.97, "end": 7.33, "word": " الأنبياء", "probability": 0.9881591796875}, {"start": 7.33, "end": 7.79, "word": " والمرسلين", "probability": 0.8193359375}, {"start": 7.79, "end": 8.13, "word": " سيدنا", "probability": 0.94970703125}, {"start": 8.13, "end": 8.61, "word": " محمد", "probability": 0.9835611979166666}, {"start": 8.61, "end": 8.87, "word": " وعلى", "probability": 0.94091796875}, {"start": 8.87, "end": 9.07, "word": " آله", "probability": 0.5911865234375}, {"start": 9.07, "end": 9.51, "word": " وصحبه", "probability": 0.758056640625}, {"start": 9.51, "end": 9.97, "word": " أجمعين", "probability": 0.9515625}, {"start": 9.97, "end": 11.21, "word": " نكمل", "probability": 0.9759114583333334}, {"start": 11.21, "end": 11.45, "word": " في", "probability": 0.94921875}, {"start": 11.45, "end": 11.59, "word": " ال", "probability": 0.68359375}, {"start": 11.59, "end": 11.81, "word": " neural", "probability": 0.88427734375}, {"start": 11.81, "end": 12.27, "word": " network", "probability": 0.95068359375}, {"start": 12.27, "end": 12.39, "word": " أو", "probability": 0.85546875}, {"start": 12.39, "end": 12.47, "word": " ال", "probability": 0.97802734375}, {"start": 12.47, "end": 12.79, "word": " artificial", "probability": 0.79931640625}, {"start": 12.79, "end": 13.15, "word": " neural", "probability": 0.9736328125}, {"start": 13.15, "end": 13.51, "word": " network", "probability": 0.986328125}, {"start": 13.51, "end": 13.67, "word": " اللي", "probability": 0.85693359375}, {"start": 13.67, "end": 14.25, "word": " بدأناها", "probability": 0.9892578125}, {"start": 14.25, "end": 15.09, "word": " من", "probability": 0.994140625}, {"start": 15.09, "end": 15.51, "word": " تلت", "probability": 0.861328125}, {"start": 15.51, "end": 15.99, "word": " محاضرات", "probability": 0.97548828125}, {"start": 15.99, "end": 16.49, "word": " سابقة", "probability": 0.9912109375}, {"start": 16.49, "end": 17.09, "word": " أو", "probability": 0.8681640625}, {"start": 17.09, "end": 17.21, "word": " من", "probability": 0.990234375}, {"start": 17.21, "end": 17.55, "word": " الأسبوع", "probability": 0.9895833333333334}, {"start": 17.55, "end": 18.21, "word": " الماضي", "probability": 0.98193359375}, {"start": 18.21, "end": 19.69, "word": " ونكمل", "probability": 0.907958984375}, {"start": 19.69, "end": 20.05, "word": " الآن", "probability": 0.843017578125}, {"start": 20.05, "end": 20.35, "word": " في", "probability": 0.97119140625}, {"start": 20.35, "end": 20.75, "word": " شق", "probability": 0.9609375}, {"start": 20.75, "end": 21.21, "word": " آخر", "probability": 0.9111328125}, {"start": 21.21, "end": 21.49, "word": " أو", "probability": 0.892578125}, {"start": 21.49, "end": 21.71, "word": " في", "probability": 0.9677734375}, {"start": 21.71, "end": 22.13, "word": " category", "probability": 0.5048828125}, {"start": 22.13, "end": 22.83, "word": " أخرى", "probability": 0.9588216145833334}, {"start": 22.83, "end": 23.09, "word": " من", "probability": 0.99560546875}, {"start": 23.09, "end": 23.63, "word": " ال", "probability": 0.97216796875}, {"start": 23.63, "end": 24.05, "word": " categories", "probability": 0.99365234375}, {"start": 24.05, "end": 24.59, "word": " الخاصة", "probability": 0.96630859375}, {"start": 24.59, "end": 24.73, "word": " بال", "probability": 0.7421875}, {"start": 24.73, "end": 24.97, "word": " neural", "probability": 0.947265625}, {"start": 24.97, "end": 25.37, "word": " network", "probability": 0.98193359375}, {"start": 25.37, "end": 25.63, "word": " وهي", "probability": 0.821533203125}, {"start": 25.63, "end": 25.75, "word": " ال", "probability": 0.91064453125}, {"start": 25.75, "end": 26.39, "word": " unsupervised", "probability": 0.9187825520833334}, {"start": 26.39, "end": 27.01, "word": " learning", "probability": 0.955078125}, {"start": 27.01, "end": 28.65, "word": " والفرق", "probability": 0.832470703125}, {"start": 28.65, "end": 29.05, "word": " البسيط", "probability": 0.9912109375}, {"start": 29.05, "end": 29.23, "word": " بين", "probability": 0.87451171875}, {"start": 29.23, "end": 29.35, "word": " ال", "probability": 0.78271484375}, {"start": 29.35, "end": 29.77, "word": " supervised", "probability": 0.77001953125}, {"start": 29.77, "end": 29.91, "word": " اللي", "probability": 0.9755859375}, {"start": 29.91, "end": 30.69, "word": " أخدناها", "probability": 0.9091796875}, {"start": 30.69, "end": 31.35, "word": " سابقا", "probability": 0.96533203125}, {"start": 31.35, "end": 31.75, "word": " هو", "probability": 0.896484375}, {"start": 31.75, "end": 31.97, "word": " أن", "probability": 0.64697265625}, {"start": 31.97, "end": 32.25, "word": " كان", "probability": 0.55908203125}, {"start": 32.25, "end": 32.43, "word": " في", "probability": 0.95703125}, {"start": 32.43, "end": 32.85, "word": " teacher", "probability": 0.904296875}, {"start": 32.85, "end": 33.11, "word": " أو", "probability": 0.8828125}, {"start": 33.11, "end": 33.29, "word": " كان", "probability": 0.9814453125}, {"start": 33.29, "end": 33.47, "word": " في", "probability": 0.97314453125}, {"start": 33.47, "end": 34.05, "word": " supervisor", "probability": 0.935546875}], "temperature": 1.0}, {"id": 2, "seek": 5921, "start": 35.01, "end": 59.21, "text": "ال teacher هذا هو اللي بيكون عنده إيش ال output المطلوب ال desired output بمعنى أنا بعطي input و ال output المكافئله أو ال matching معه ال associative المفروض معه هو معروف بمعنى أنا بعطيه ال input و بدرب ال machine أو ال neural network و بطلع ال output الحقيقي تبعها و فيه عندي desired", "tokens": [6027, 5027, 23758, 31439, 13672, 1829, 4724, 1829, 30544, 43242, 3224, 11933, 1829, 8592, 2423, 5598, 9673, 9566, 1211, 37746, 2423, 14721, 5598, 4724, 2304, 3615, 1863, 7578, 41850, 4724, 3615, 9566, 1829, 4846, 4032, 2423, 5598, 9673, 4117, 31845, 19986, 43761, 34051, 2423, 14324, 20449, 3224, 2423, 4180, 1166, 9673, 5172, 32887, 11242, 20449, 3224, 31439, 20449, 32887, 5172, 4724, 2304, 3615, 1863, 7578, 41850, 4724, 3615, 9566, 1829, 3224, 2423, 4846, 4032, 47525, 25513, 2423, 3479, 34051, 2423, 18161, 3209, 4032, 4724, 9566, 1211, 3615, 2423, 5598, 21542, 38436, 38436, 6055, 3555, 3615, 11296, 4032, 8978, 3224, 18871, 16254, 14721], "avg_logprob": -0.10869235596031819, "compression_ratio": 1.8427947598253276, "no_speech_prob": 7.152557373046875e-07, "words": [{"start": 35.01, "end": 35.23, "word": "ال", "probability": 0.96533203125}, {"start": 35.23, "end": 35.53, "word": " teacher", "probability": 0.89013671875}, {"start": 35.53, "end": 35.89, "word": " هذا", "probability": 0.650390625}, {"start": 35.89, "end": 36.43, "word": " هو", "probability": 0.98486328125}, {"start": 36.43, "end": 36.85, "word": " اللي", "probability": 0.9189453125}, {"start": 36.85, "end": 37.23, "word": " بيكون", "probability": 0.8541666666666666}, {"start": 37.23, "end": 37.83, "word": " عنده", "probability": 0.99462890625}, {"start": 37.83, "end": 38.07, "word": " إيش", "probability": 0.8741861979166666}, {"start": 38.07, "end": 38.21, "word": " ال", "probability": 0.97265625}, {"start": 38.21, "end": 38.55, "word": " output", "probability": 0.98583984375}, {"start": 38.55, "end": 39.21, "word": " المطلوب", "probability": 0.9766845703125}, {"start": 39.21, "end": 39.55, "word": " ال", "probability": 0.6201171875}, {"start": 39.55, "end": 39.93, "word": " desired", "probability": 0.94482421875}, {"start": 39.93, "end": 40.67, "word": " output", "probability": 0.98486328125}, {"start": 40.67, "end": 41.21, "word": " بمعنى", "probability": 0.94267578125}, {"start": 41.21, "end": 41.37, "word": " أنا", "probability": 0.8095703125}, {"start": 41.37, "end": 41.69, "word": " بعطي", "probability": 0.81494140625}, {"start": 41.69, "end": 42.07, "word": " input", "probability": 0.99169921875}, {"start": 42.07, "end": 42.63, "word": " و", "probability": 0.681640625}, {"start": 42.63, "end": 42.73, "word": " ال", "probability": 0.96337890625}, {"start": 42.73, "end": 43.07, "word": " output", "probability": 0.94580078125}, {"start": 43.07, "end": 44.69, "word": " المكافئله", "probability": 0.86162109375}, {"start": 44.69, "end": 44.87, "word": " أو", "probability": 0.80224609375}, {"start": 44.87, "end": 45.05, "word": " ال", "probability": 0.9423828125}, {"start": 45.05, "end": 45.49, "word": " matching", "probability": 0.92822265625}, {"start": 45.49, "end": 45.99, "word": " معه", "probability": 0.650390625}, {"start": 45.99, "end": 46.47, "word": " ال", "probability": 0.9482421875}, {"start": 46.47, "end": 47.17, "word": " associative", "probability": 0.97998046875}, {"start": 47.17, "end": 48.11, "word": " المفروض", "probability": 0.9954833984375}, {"start": 48.11, "end": 48.47, "word": " معه", "probability": 0.9560546875}, {"start": 48.47, "end": 49.07, "word": " هو", "probability": 0.966796875}, {"start": 49.07, "end": 49.89, "word": " معروف", "probability": 0.9908854166666666}, {"start": 49.89, "end": 50.55, "word": " بمعنى", "probability": 0.96318359375}, {"start": 50.55, "end": 50.79, "word": " أنا", "probability": 0.86181640625}, {"start": 50.79, "end": 51.55, "word": " بعطيه", "probability": 0.853515625}, {"start": 51.55, "end": 51.61, "word": " ال", "probability": 0.82666015625}, {"start": 51.61, "end": 51.93, "word": " input", "probability": 0.98876953125}, {"start": 51.93, "end": 52.11, "word": " و", "probability": 0.853515625}, {"start": 52.11, "end": 52.51, "word": " بدرب", "probability": 0.914306640625}, {"start": 52.51, "end": 52.81, "word": " ال", "probability": 0.95166015625}, {"start": 52.81, "end": 53.47, "word": " machine", "probability": 0.830078125}, {"start": 53.47, "end": 54.05, "word": " أو", "probability": 0.88427734375}, {"start": 54.05, "end": 54.17, "word": " ال", "probability": 0.9306640625}, {"start": 54.17, "end": 54.39, "word": " neural", "probability": 0.9775390625}, {"start": 54.39, "end": 54.87, "word": " network", "probability": 0.970703125}, {"start": 54.87, "end": 55.29, "word": " و", "probability": 0.93994140625}, {"start": 55.29, "end": 55.91, "word": " بطلع", "probability": 0.9407958984375}, {"start": 55.91, "end": 56.31, "word": " ال", "probability": 0.98828125}, {"start": 56.31, "end": 56.69, "word": " output", "probability": 0.99462890625}, {"start": 56.69, "end": 57.39, "word": " الحقيقي", "probability": 0.97607421875}, {"start": 57.39, "end": 57.97, "word": " تبعها", "probability": 0.93896484375}, {"start": 57.97, "end": 58.27, "word": " و", "probability": 0.98876953125}, {"start": 58.27, "end": 58.43, "word": " فيه", "probability": 0.679931640625}, {"start": 58.43, "end": 58.61, "word": " عندي", "probability": 0.849609375}, {"start": 58.61, "end": 59.21, "word": " desired", "probability": 0.95556640625}], "temperature": 1.0}, {"id": 3, "seek": 8248, "start": 59.92, "end": 82.48, "text": "بحاول من خلال الـ desired way الحقيقي او ال actual أجيب ال error و ال error هذا هو بيت القصيد هو هذا اللي كنا نستخدمه في عملية ال updating ال updating لمين؟ ل ال weight ل ال weights مجموعة ال weights هذه هي اللي تعتبر حقيقة ال neural network هي الشبكة هي الشبكة هي الحاجة الوحيدة اللي محتاجها في الشبكة", "tokens": [49628, 995, 12610, 9154, 16490, 1211, 6027, 2423, 39184, 14721, 636, 21542, 38436, 38436, 1975, 2407, 2423, 3539, 5551, 7435, 1829, 3555, 2423, 6713, 4032, 2423, 6713, 23758, 31439, 4724, 36081, 25062, 9381, 25708, 31439, 23758, 13672, 1829, 9122, 8315, 8717, 14851, 9778, 40448, 3224, 8978, 6225, 42213, 10632, 2423, 25113, 2423, 25113, 32767, 9957, 22807, 5296, 2423, 3364, 5296, 2423, 17443, 3714, 7435, 2304, 2407, 27884, 2423, 17443, 29538, 39896, 13672, 1829, 6055, 34268, 26890, 11331, 38436, 28671, 2423, 18161, 3209, 39896, 25124, 3555, 4117, 3660, 39896, 25124, 3555, 4117, 3660, 39896, 21542, 26108, 3660, 2423, 2407, 5016, 25708, 3660, 13672, 1829, 3714, 33753, 26108, 11296, 8978, 25124, 3555, 4117, 3660], "avg_logprob": -0.15597344710763578, "compression_ratio": 1.88, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 59.92, "end": 60.5, "word": "بحاول", "probability": 0.9899088541666666}, {"start": 60.5, "end": 60.66, "word": " من", "probability": 0.99658203125}, {"start": 60.66, "end": 61.2, "word": " خلال", "probability": 0.99365234375}, {"start": 61.2, "end": 61.5, "word": " الـ", "probability": 0.690673828125}, {"start": 61.5, "end": 61.84, "word": " desired", "probability": 0.58642578125}, {"start": 61.84, "end": 62.2, "word": " way", "probability": 0.9228515625}, {"start": 62.2, "end": 63.26, "word": " الحقيقي", "probability": 0.97900390625}, {"start": 63.26, "end": 63.58, "word": " او", "probability": 0.6651611328125}, {"start": 63.58, "end": 63.7, "word": " ال", "probability": 0.9853515625}, {"start": 63.7, "end": 64.08, "word": " actual", "probability": 0.5966796875}, {"start": 64.08, "end": 64.6, "word": " أجيب", "probability": 0.908203125}, {"start": 64.6, "end": 64.72, "word": " ال", "probability": 0.9501953125}, {"start": 64.72, "end": 64.98, "word": " error", "probability": 0.87158203125}, {"start": 64.98, "end": 65.18, "word": " و", "probability": 0.41796875}, {"start": 65.18, "end": 65.3, "word": " ال", "probability": 0.94384765625}, {"start": 65.3, "end": 65.48, "word": " error", "probability": 0.94677734375}, {"start": 65.48, "end": 65.7, "word": " هذا", "probability": 0.736328125}, {"start": 65.7, "end": 66.12, "word": " هو", "probability": 0.95654296875}, {"start": 66.12, "end": 66.96, "word": " بيت", "probability": 0.689208984375}, {"start": 66.96, "end": 67.32, "word": " القصيد", "probability": 0.99609375}, {"start": 67.32, "end": 67.48, "word": " هو", "probability": 0.486083984375}, {"start": 67.48, "end": 67.68, "word": " هذا", "probability": 0.853515625}, {"start": 67.68, "end": 67.78, "word": " اللي", "probability": 0.935546875}, {"start": 67.78, "end": 67.94, "word": " كنا", "probability": 0.969482421875}, {"start": 67.94, "end": 68.66, "word": " نستخدمه", "probability": 0.9830078125}, {"start": 68.66, "end": 68.8, "word": " في", "probability": 0.95947265625}, {"start": 68.8, "end": 69.54, "word": " عملية", "probability": 0.96923828125}, {"start": 69.54, "end": 70.28, "word": " ال", "probability": 0.8828125}, {"start": 70.28, "end": 71.42, "word": " updating", "probability": 0.97021484375}, {"start": 71.42, "end": 71.82, "word": " ال", "probability": 0.72998046875}, {"start": 71.82, "end": 72.12, "word": " updating", "probability": 0.9951171875}, {"start": 72.12, "end": 73.16, "word": " لمين؟", "probability": 0.74609375}, {"start": 73.16, "end": 73.32, "word": " ل", "probability": 0.45654296875}, {"start": 73.32, "end": 73.6, "word": " ال", "probability": 0.87646484375}, {"start": 73.6, "end": 73.92, "word": " weight", "probability": 0.52587890625}, {"start": 73.92, "end": 74.4, "word": " ل", "probability": 0.211181640625}, {"start": 74.4, "end": 74.5, "word": " ال", "probability": 0.84814453125}, {"start": 74.5, "end": 74.76, "word": " weights", "probability": 0.89501953125}, {"start": 74.76, "end": 75.1, "word": " مجموعة", "probability": 0.80634765625}, {"start": 75.1, "end": 75.22, "word": " ال", "probability": 0.9970703125}, {"start": 75.22, "end": 75.4, "word": " weights", "probability": 0.84375}, {"start": 75.4, "end": 75.74, "word": " هذه", "probability": 0.7607421875}, {"start": 75.74, "end": 76.16, "word": " هي", "probability": 0.95703125}, {"start": 76.16, "end": 76.3, "word": " اللي", "probability": 0.967041015625}, {"start": 76.3, "end": 76.8, "word": " تعتبر", "probability": 0.9514973958333334}, {"start": 76.8, "end": 77.62, "word": " حقيقة", "probability": 0.880859375}, {"start": 77.62, "end": 78.1, "word": " ال", "probability": 0.7783203125}, {"start": 78.1, "end": 78.36, "word": " neural", "probability": 0.9404296875}, {"start": 78.36, "end": 78.78, "word": " network", "probability": 0.97412109375}, {"start": 78.78, "end": 78.96, "word": " هي", "probability": 0.8017578125}, {"start": 78.96, "end": 79.46, "word": " الشبكة", "probability": 0.96630859375}, {"start": 79.46, "end": 79.78, "word": " هي", "probability": 0.6689453125}, {"start": 79.78, "end": 80.5, "word": " الشبكة", "probability": 0.984619140625}, {"start": 80.5, "end": 80.82, "word": " هي", "probability": 0.78564453125}, {"start": 80.82, "end": 81.1, "word": " الحاجة", "probability": 0.9947916666666666}, {"start": 81.1, "end": 81.44, "word": " الوحيدة", "probability": 0.95859375}, {"start": 81.44, "end": 81.48, "word": " اللي", "probability": 0.982177734375}, {"start": 81.48, "end": 81.96, "word": " محتاجها", "probability": 0.787109375}, {"start": 81.96, "end": 82.04, "word": " في", "probability": 0.9521484375}, {"start": 82.04, "end": 82.48, "word": " الشبكة", "probability": 0.995849609375}], "temperature": 1.0}, {"id": 4, "seek": 10908, "start": 83.12, "end": 109.08, "text": "عشان بعد ذلك في مرحلة ال test نعطي input نضربه في ال weights هذه ال weights بتاعة الشبكة عشان ناخد ال output و اللي منقدر ناخد منه decision خلاص قرر قرر أما في ال unsupervised و اللي هو موضوعنا لهذا اليوم فأنا فعليا ما بعرفش إيش ال output الشبكة عندها input بس و هي من خلال ال input بس بتتحاول تحاول تعمل training training لإيش؟", "tokens": [3615, 8592, 7649, 39182, 29910, 23275, 8978, 3714, 2288, 5016, 37977, 2423, 1500, 8717, 3615, 9566, 1829, 4846, 8717, 11242, 25513, 3224, 8978, 2423, 17443, 29538, 2423, 17443, 39894, 995, 27884, 25124, 3555, 4117, 3660, 6225, 8592, 7649, 8717, 47283, 3215, 2423, 5598, 4032, 13672, 1829, 9154, 28543, 2288, 8717, 47283, 3215, 9154, 3224, 3537, 16490, 1211, 33546, 12174, 2288, 2288, 12174, 2288, 2288, 5551, 15042, 8978, 2423, 2693, 12879, 24420, 4032, 13672, 1829, 31439, 3714, 2407, 11242, 45367, 8315, 46740, 15730, 45595, 20498, 6156, 10721, 8315, 6156, 3615, 20292, 995, 19446, 45030, 28480, 8592, 11933, 1829, 8592, 2423, 5598, 25124, 3555, 4117, 3660, 43242, 11296, 4846, 4724, 3794, 4032, 39896, 9154, 16490, 1211, 6027, 2423, 4846, 4724, 3794, 39894, 2655, 5016, 995, 12610, 6055, 5016, 995, 12610, 6055, 25957, 1211, 3097, 3097, 5296, 28814, 1829, 8592, 22807], "avg_logprob": -0.10178731714221213, "compression_ratio": 1.8856088560885609, "no_speech_prob": 2.0265579223632812e-06, "words": [{"start": 83.12, "end": 83.48, "word": "عشان", "probability": 0.9798177083333334}, {"start": 83.48, "end": 83.68, "word": " بعد", "probability": 0.93994140625}, {"start": 83.68, "end": 83.92, "word": " ذلك", "probability": 0.99365234375}, {"start": 83.92, "end": 84.04, "word": " في", "probability": 0.9150390625}, {"start": 84.04, "end": 84.34, "word": " مرحلة", "probability": 0.989990234375}, {"start": 84.34, "end": 84.5, "word": " ال", "probability": 0.92822265625}, {"start": 84.5, "end": 84.74, "word": " test", "probability": 0.9033203125}, {"start": 84.74, "end": 85.9, "word": " نعطي", "probability": 0.9737548828125}, {"start": 85.9, "end": 86.3, "word": " input", "probability": 0.88720703125}, {"start": 86.3, "end": 87.34, "word": " نضربه", "probability": 0.9620361328125}, {"start": 87.34, "end": 87.6, "word": " في", "probability": 0.97265625}, {"start": 87.6, "end": 88.04, "word": " ال", "probability": 0.9638671875}, {"start": 88.04, "end": 88.34, "word": " weights", "probability": 0.85693359375}, {"start": 88.34, "end": 88.7, "word": " هذه", "probability": 0.62548828125}, {"start": 88.7, "end": 89.3, "word": " ال", "probability": 0.8251953125}, {"start": 89.3, "end": 89.48, "word": " weights", "probability": 0.84228515625}, {"start": 89.48, "end": 89.7, "word": " بتاعة", "probability": 0.7044270833333334}, {"start": 89.7, "end": 90.12, "word": " الشبكة", "probability": 0.9857177734375}, {"start": 90.12, "end": 90.42, "word": " عشان", "probability": 0.9873046875}, {"start": 90.42, "end": 90.7, "word": " ناخد", "probability": 0.9923502604166666}, {"start": 90.7, "end": 90.82, "word": " ال", "probability": 0.9453125}, {"start": 90.82, "end": 91.22, "word": " output", "probability": 0.98779296875}, {"start": 91.22, "end": 91.62, "word": " و", "probability": 0.90234375}, {"start": 91.62, "end": 91.68, "word": " اللي", "probability": 0.850341796875}, {"start": 91.68, "end": 92.0, "word": " منقدر", "probability": 0.6934407552083334}, {"start": 92.0, "end": 92.24, "word": " ناخد", "probability": 0.99365234375}, {"start": 92.24, "end": 92.44, "word": " منه", "probability": 0.988525390625}, {"start": 92.44, "end": 92.78, "word": " decision", "probability": 0.97705078125}, {"start": 92.78, "end": 93.18, "word": " خلاص", "probability": 0.9635416666666666}, {"start": 93.18, "end": 93.56, "word": " قرر", "probability": 0.9462890625}, {"start": 93.56, "end": 94.16, "word": " قرر", "probability": 0.83935546875}, {"start": 94.16, "end": 94.56, "word": " أما", "probability": 0.847412109375}, {"start": 94.56, "end": 94.7, "word": " في", "probability": 0.9609375}, {"start": 94.7, "end": 94.8, "word": " ال", "probability": 0.9296875}, {"start": 94.8, "end": 95.62, "word": " unsupervised", "probability": 0.9542643229166666}, {"start": 95.62, "end": 95.78, "word": " و", "probability": 0.7060546875}, {"start": 95.78, "end": 95.88, "word": " اللي", "probability": 0.967041015625}, {"start": 95.88, "end": 96.0, "word": " هو", "probability": 0.98583984375}, {"start": 96.0, "end": 96.42, "word": " موضوعنا", "probability": 0.99326171875}, {"start": 96.42, "end": 96.7, "word": " لهذا", "probability": 0.864501953125}, {"start": 96.7, "end": 97.08, "word": " اليوم", "probability": 0.9775390625}, {"start": 97.08, "end": 97.7, "word": " فأنا", "probability": 0.8795572916666666}, {"start": 97.7, "end": 98.18, "word": " فعليا", "probability": 0.9345703125}, {"start": 98.18, "end": 98.34, "word": " ما", "probability": 0.7041015625}, {"start": 98.34, "end": 98.78, "word": " بعرفش", "probability": 0.90576171875}, {"start": 98.78, "end": 98.9, "word": " إيش", "probability": 0.8090006510416666}, {"start": 98.9, "end": 99.0, "word": " ال", "probability": 0.958984375}, {"start": 99.0, "end": 99.36, "word": " output", "probability": 0.98974609375}, {"start": 99.36, "end": 100.94, "word": " الشبكة", "probability": 0.9700927734375}, {"start": 100.94, "end": 101.24, "word": " عندها", "probability": 0.993896484375}, {"start": 101.24, "end": 101.6, "word": " input", "probability": 0.98876953125}, {"start": 101.6, "end": 102.28, "word": " بس", "probability": 0.9873046875}, {"start": 102.28, "end": 102.84, "word": " و", "probability": 0.60498046875}, {"start": 102.84, "end": 103.0, "word": " هي", "probability": 0.82373046875}, {"start": 103.0, "end": 103.18, "word": " من", "probability": 0.998046875}, {"start": 103.18, "end": 103.54, "word": " خلال", "probability": 0.99658203125}, {"start": 103.54, "end": 103.68, "word": " ال", "probability": 0.9814453125}, {"start": 103.68, "end": 103.96, "word": " input", "probability": 0.98681640625}, {"start": 103.96, "end": 104.36, "word": " بس", "probability": 0.98779296875}, {"start": 104.36, "end": 105.56, "word": " بتتحاول", "probability": 0.8396484375}, {"start": 105.56, "end": 106.78, "word": " تحاول", "probability": 0.8843994140625}, {"start": 106.78, "end": 107.44, "word": " تعمل", "probability": 0.9918619791666666}, {"start": 107.44, "end": 107.92, "word": " training", "probability": 0.94580078125}, {"start": 107.92, "end": 108.28, "word": " training", "probability": 0.603515625}, {"start": 108.28, "end": 109.08, "word": " لإيش؟", "probability": 0.83662109375}], "temperature": 1.0}, {"id": 5, "seek": 13631, "start": 109.45, "end": 136.31, "text": "الحقيقة training ل ال attributes المتشابهة مع بعض بحيث أنه كل مجموعة inputs يكاد يكونوا إقراب من بعض في ال characteristics تبعتهم في ال attributes بتاعتهم بتحطهم كأنهم class لحالهم لكن مش عارفة هو ال class هذا إيش بالظبط المهم أن هي بتعملهم class لحالهم طيب بظل التحدي في هذا النوع من أنواع ال learning هو أنه جديش عدد ال classes أساسا", "tokens": [6027, 5016, 38436, 28671, 3097, 5296, 2423, 17212, 9673, 2655, 8592, 16758, 3224, 3660, 20449, 45030, 11242, 4724, 5016, 1829, 12984, 14739, 3224, 28242, 3714, 7435, 2304, 45367, 3660, 15743, 7251, 4117, 18513, 7251, 30544, 14407, 11933, 4587, 2288, 16758, 9154, 45030, 11242, 8978, 2423, 10891, 6055, 3555, 34268, 16095, 8978, 2423, 17212, 39894, 995, 34268, 16095, 39894, 5016, 9566, 16095, 9122, 33456, 16095, 1508, 5296, 5016, 6027, 16095, 44381, 37893, 6225, 9640, 5172, 3660, 31439, 2423, 1508, 23758, 11933, 1829, 8592, 20666, 19913, 3555, 9566, 9673, 16095, 14739, 39896, 39894, 25957, 1211, 16095, 1508, 5296, 5016, 6027, 16095, 23032, 1829, 3555, 4724, 19913, 1211, 16712, 5016, 16254, 8978, 23758, 28239, 45367, 9154, 14739, 14407, 3615, 2423, 2539, 31439, 14739, 3224, 10874, 16254, 8592, 6225, 3215, 3215, 2423, 5359, 5551, 3794, 32277, 995], "avg_logprob": -0.12884794431391047, "compression_ratio": 1.8275862068965518, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 109.45, "end": 109.99, "word": "الحقيقة", "probability": 0.98974609375}, {"start": 109.99, "end": 110.41, "word": " training", "probability": 0.7763671875}, {"start": 110.41, "end": 111.11, "word": " ل", "probability": 0.7568359375}, {"start": 111.11, "end": 111.77, "word": " ال", "probability": 0.2425537109375}, {"start": 111.77, "end": 112.35, "word": " attributes", "probability": 0.86083984375}, {"start": 112.35, "end": 113.75, "word": " المتشابهة", "probability": 0.93798828125}, {"start": 113.75, "end": 113.87, "word": " مع", "probability": 0.99462890625}, {"start": 113.87, "end": 114.19, "word": " بعض", "probability": 0.996826171875}, {"start": 114.19, "end": 114.75, "word": " بحيث", "probability": 0.9666748046875}, {"start": 114.75, "end": 115.07, "word": " أنه", "probability": 0.44580078125}, {"start": 115.07, "end": 115.31, "word": " كل", "probability": 0.9765625}, {"start": 115.31, "end": 115.83, "word": " مجموعة", "probability": 0.894921875}, {"start": 115.83, "end": 116.33, "word": " inputs", "probability": 0.841796875}, {"start": 116.33, "end": 117.27, "word": " يكاد", "probability": 0.90771484375}, {"start": 117.27, "end": 117.89, "word": " يكونوا", "probability": 0.9913736979166666}, {"start": 117.89, "end": 118.49, "word": " إقراب", "probability": 0.894775390625}, {"start": 118.49, "end": 118.65, "word": " من", "probability": 0.98876953125}, {"start": 118.65, "end": 119.01, "word": " بعض", "probability": 0.997802734375}, {"start": 119.01, "end": 119.23, "word": " في", "probability": 0.97900390625}, {"start": 119.23, "end": 119.57, "word": " ال", "probability": 0.96484375}, {"start": 119.57, "end": 120.21, "word": " characteristics", "probability": 0.9619140625}, {"start": 120.21, "end": 120.73, "word": " تبعتهم", "probability": 0.81494140625}, {"start": 120.73, "end": 120.87, "word": " في", "probability": 0.634765625}, {"start": 120.87, "end": 121.09, "word": " ال", "probability": 0.99169921875}, {"start": 121.09, "end": 121.57, "word": " attributes", "probability": 0.92041015625}, {"start": 121.57, "end": 122.09, "word": " بتاعتهم", "probability": 0.954833984375}, {"start": 122.09, "end": 123.13, "word": " بتحطهم", "probability": 0.9365234375}, {"start": 123.13, "end": 123.77, "word": " كأنهم", "probability": 0.92529296875}, {"start": 123.77, "end": 124.11, "word": " class", "probability": 0.9697265625}, {"start": 124.11, "end": 124.83, "word": " لحالهم", "probability": 0.9886474609375}, {"start": 124.83, "end": 125.57, "word": " لكن", "probability": 0.77685546875}, {"start": 125.57, "end": 125.91, "word": " مش", "probability": 0.98291015625}, {"start": 125.91, "end": 126.25, "word": " عارفة", "probability": 0.947998046875}, {"start": 126.25, "end": 126.37, "word": " هو", "probability": 0.943359375}, {"start": 126.37, "end": 126.49, "word": " ال", "probability": 0.958984375}, {"start": 126.49, "end": 126.71, "word": " class", "probability": 0.9453125}, {"start": 126.71, "end": 126.87, "word": " هذا", "probability": 0.341552734375}, {"start": 126.87, "end": 127.09, "word": " إيش", "probability": 0.7753092447916666}, {"start": 127.09, "end": 127.85, "word": " بالظبط", "probability": 0.986328125}, {"start": 127.85, "end": 128.19, "word": " المهم", "probability": 0.959716796875}, {"start": 128.19, "end": 128.35, "word": " أن", "probability": 0.474609375}, {"start": 128.35, "end": 128.53, "word": " هي", "probability": 0.52880859375}, {"start": 128.53, "end": 129.01, "word": " بتعملهم", "probability": 0.9588623046875}, {"start": 129.01, "end": 129.39, "word": " class", "probability": 0.98828125}, {"start": 129.39, "end": 130.19, "word": " لحالهم", "probability": 0.9947509765625}, {"start": 130.19, "end": 130.73, "word": " طيب", "probability": 0.9192708333333334}, {"start": 130.73, "end": 131.27, "word": " بظل", "probability": 0.5743001302083334}, {"start": 131.27, "end": 131.83, "word": " التحدي", "probability": 0.94970703125}, {"start": 131.83, "end": 132.01, "word": " في", "probability": 0.9765625}, {"start": 132.01, "end": 132.21, "word": " هذا", "probability": 0.98095703125}, {"start": 132.21, "end": 132.47, "word": " النوع", "probability": 0.994140625}, {"start": 132.47, "end": 132.59, "word": " من", "probability": 0.9951171875}, {"start": 132.59, "end": 133.05, "word": " أنواع", "probability": 0.9695638020833334}, {"start": 133.05, "end": 133.49, "word": " ال", "probability": 0.888671875}, {"start": 133.49, "end": 133.93, "word": " learning", "probability": 0.96826171875}, {"start": 133.93, "end": 134.33, "word": " هو", "probability": 0.98779296875}, {"start": 134.33, "end": 134.55, "word": " أنه", "probability": 0.9052734375}, {"start": 134.55, "end": 134.99, "word": " جديش", "probability": 0.762451171875}, {"start": 134.99, "end": 135.29, "word": " عدد", "probability": 0.9910481770833334}, {"start": 135.29, "end": 135.41, "word": " ال", "probability": 0.91796875}, {"start": 135.41, "end": 135.79, "word": " classes", "probability": 0.953125}, {"start": 135.79, "end": 136.31, "word": " أساسا", "probability": 0.9736328125}], "temperature": 1.0}, {"id": 6, "seek": 15593, "start": 136.99, "end": 155.93, "text": "هذه احنا عادة بدها تكون given عنا لو مش معطاعة الحقيقة الموضوع بيكون كتير أصعب بتكون فيه إشكالية الحقيقة في فكرة أنه أعرف بالظبط ال database أو ال dimension data تبعتي جدش لازم يكون عدد ال classes تبعه منها", "tokens": [3224, 24192, 1975, 5016, 8315, 6225, 18513, 3660, 47525, 11296, 6055, 30544, 2212, 6225, 8315, 45164, 37893, 20449, 9566, 995, 27884, 21542, 38436, 28671, 9673, 2407, 11242, 45367, 4724, 1829, 30544, 9122, 2655, 13546, 5551, 9381, 3615, 3555, 39894, 30544, 8978, 3224, 11933, 8592, 4117, 6027, 10632, 21542, 38436, 28671, 8978, 6156, 4117, 25720, 14739, 3224, 5551, 3615, 28480, 20666, 19913, 3555, 9566, 2423, 8149, 34051, 2423, 10139, 1412, 6055, 3555, 3615, 31371, 10874, 3215, 8592, 5296, 31377, 2304, 7251, 30544, 6225, 3215, 3215, 2423, 5359, 6055, 3555, 3615, 3224, 9154, 11296], "avg_logprob": -0.15625000512728127, "compression_ratio": 1.6009389671361502, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 136.99, "end": 137.35, "word": "هذه", "probability": 0.9013671875}, {"start": 137.35, "end": 137.55, "word": " احنا", "probability": 0.8492838541666666}, {"start": 137.55, "end": 137.95, "word": " عادة", "probability": 0.97119140625}, {"start": 137.95, "end": 138.57, "word": " بدها", "probability": 0.7261962890625}, {"start": 138.57, "end": 138.79, "word": " تكون", "probability": 0.990478515625}, {"start": 138.79, "end": 139.13, "word": " given", "probability": 0.783203125}, {"start": 139.13, "end": 139.73, "word": " عنا", "probability": 0.62890625}, {"start": 139.73, "end": 140.23, "word": " لو", "probability": 0.76708984375}, {"start": 140.23, "end": 140.53, "word": " مش", "probability": 0.98583984375}, {"start": 140.53, "end": 141.09, "word": " معطاعة", "probability": 0.57452392578125}, {"start": 141.09, "end": 141.51, "word": " الحقيقة", "probability": 0.8704427083333334}, {"start": 141.51, "end": 141.83, "word": " الموضوع", "probability": 0.9852294921875}, {"start": 141.83, "end": 142.11, "word": " بيكون", "probability": 0.8326822916666666}, {"start": 142.11, "end": 142.39, "word": " كتير", "probability": 0.8203125}, {"start": 142.39, "end": 142.77, "word": " أصعب", "probability": 0.948486328125}, {"start": 142.77, "end": 144.15, "word": " بتكون", "probability": 0.85302734375}, {"start": 144.15, "end": 144.39, "word": " فيه", "probability": 0.84423828125}, {"start": 144.39, "end": 144.93, "word": " إشكالية", "probability": 0.91884765625}, {"start": 144.93, "end": 145.29, "word": " الحقيقة", "probability": 0.896484375}, {"start": 145.29, "end": 145.43, "word": " في", "probability": 0.94140625}, {"start": 145.43, "end": 145.81, "word": " فكرة", "probability": 0.9822591145833334}, {"start": 145.81, "end": 146.63, "word": " أنه", "probability": 0.79052734375}, {"start": 146.63, "end": 147.27, "word": " أعرف", "probability": 0.94384765625}, {"start": 147.27, "end": 148.17, "word": " بالظبط", "probability": 0.982177734375}, {"start": 148.17, "end": 148.73, "word": " ال", "probability": 0.986328125}, {"start": 148.73, "end": 150.29, "word": " database", "probability": 0.55615234375}, {"start": 150.29, "end": 150.57, "word": " أو", "probability": 0.7197265625}, {"start": 150.57, "end": 150.67, "word": " ال", "probability": 0.97900390625}, {"start": 150.67, "end": 151.11, "word": " dimension", "probability": 0.982421875}, {"start": 151.11, "end": 151.87, "word": " data", "probability": 0.484619140625}, {"start": 151.87, "end": 152.39, "word": " تبعتي", "probability": 0.9227294921875}, {"start": 152.39, "end": 153.33, "word": " جدش", "probability": 0.7794596354166666}, {"start": 153.33, "end": 153.59, "word": " لازم", "probability": 0.9850260416666666}, {"start": 153.59, "end": 153.85, "word": " يكون", "probability": 0.995361328125}, {"start": 153.85, "end": 154.53, "word": " عدد", "probability": 0.98681640625}, {"start": 154.53, "end": 154.97, "word": " ال", "probability": 0.970703125}, {"start": 154.97, "end": 155.31, "word": " classes", "probability": 0.953125}, {"start": 155.31, "end": 155.69, "word": " تبعه", "probability": 0.930908203125}, {"start": 155.69, "end": 155.93, "word": " منها", "probability": 0.9853515625}], "temperature": 1.0}, {"id": 7, "seek": 18344, "start": 157.22, "end": 183.44, "text": "بكل بساطة اللي بدنا نعمله هدخل مجموعة ال input ومجموعة ال input هذه بتدخل ل neural network تحاول تقيس ال attributes تبعتها و ال attributes هذه هي اللي هتفرج تعمل عملية matching او similarity نشوف وين في similarity و وين في dissimilarity بنقدر بناء عليها نحدد جداش ال group هذا او ال cluster", "tokens": [3555, 28820, 4724, 3794, 41193, 3660, 13672, 1829, 47525, 8315, 8717, 25957, 43761, 8032, 3215, 9778, 1211, 3714, 7435, 2304, 2407, 27884, 2423, 4846, 4032, 2304, 7435, 2304, 2407, 27884, 2423, 4846, 29538, 39894, 3215, 9778, 1211, 5296, 18161, 3209, 6055, 5016, 995, 12610, 6055, 38436, 3794, 2423, 17212, 6055, 3555, 34268, 11296, 4032, 2423, 17212, 29538, 39896, 13672, 1829, 8032, 2655, 5172, 47341, 6055, 25957, 1211, 6225, 42213, 10632, 14324, 1975, 2407, 32194, 8717, 8592, 38688, 4032, 9957, 8978, 32194, 4032, 4032, 9957, 8978, 7802, 332, 2202, 507, 44945, 28543, 2288, 44945, 16606, 25894, 11296, 8717, 24401, 3215, 10874, 3215, 33599, 2423, 1594, 23758, 1975, 2407, 2423, 13630], "avg_logprob": -0.1494318123568188, "compression_ratio": 1.7349397590361446, "no_speech_prob": 0.0, "words": [{"start": 157.22, "end": 157.64, "word": "بكل", "probability": 0.974365234375}, {"start": 157.64, "end": 158.16, "word": " بساطة", "probability": 0.990234375}, {"start": 158.16, "end": 158.68, "word": " اللي", "probability": 0.7119140625}, {"start": 158.68, "end": 158.9, "word": " بدنا", "probability": 0.94140625}, {"start": 158.9, "end": 159.28, "word": " نعمله", "probability": 0.98046875}, {"start": 159.28, "end": 159.74, "word": " هدخل", "probability": 0.92822265625}, {"start": 159.74, "end": 160.04, "word": " مجموعة", "probability": 0.91328125}, {"start": 160.04, "end": 160.2, "word": " ال", "probability": 0.88134765625}, {"start": 160.2, "end": 160.44, "word": " input", "probability": 0.374755859375}, {"start": 160.44, "end": 161.12, "word": " ومجموعة", "probability": 0.8711751302083334}, {"start": 161.12, "end": 161.22, "word": " ال", "probability": 0.99169921875}, {"start": 161.22, "end": 161.42, "word": " input", "probability": 0.8349609375}, {"start": 161.42, "end": 161.68, "word": " هذه", "probability": 0.47900390625}, {"start": 161.68, "end": 162.08, "word": " بتدخل", "probability": 0.9385986328125}, {"start": 162.08, "end": 162.2, "word": " ل", "probability": 0.426513671875}, {"start": 162.2, "end": 162.78, "word": " neural", "probability": 0.61865234375}, {"start": 162.78, "end": 163.36, "word": " network", "probability": 0.96875}, {"start": 163.36, "end": 164.0, "word": " تحاول", "probability": 0.9727783203125}, {"start": 164.0, "end": 165.42, "word": " تقيس", "probability": 0.8395182291666666}, {"start": 165.42, "end": 165.92, "word": " ال", "probability": 0.98828125}, {"start": 165.92, "end": 166.36, "word": " attributes", "probability": 0.9345703125}, {"start": 166.36, "end": 167.06, "word": " تبعتها", "probability": 0.961669921875}, {"start": 167.06, "end": 167.54, "word": " و", "probability": 0.494140625}, {"start": 167.54, "end": 167.6, "word": " ال", "probability": 0.71630859375}, {"start": 167.6, "end": 168.04, "word": " attributes", "probability": 0.86083984375}, {"start": 168.04, "end": 168.54, "word": " هذه", "probability": 0.79296875}, {"start": 168.54, "end": 169.12, "word": " هي", "probability": 0.91357421875}, {"start": 169.12, "end": 169.32, "word": " اللي", "probability": 0.990478515625}, {"start": 169.32, "end": 169.88, "word": " هتفرج", "probability": 0.84161376953125}, {"start": 169.88, "end": 170.42, "word": " تعمل", "probability": 0.9620768229166666}, {"start": 170.42, "end": 171.24, "word": " عملية", "probability": 0.98828125}, {"start": 171.24, "end": 172.24, "word": " matching", "probability": 0.8896484375}, {"start": 172.24, "end": 172.52, "word": " او", "probability": 0.825439453125}, {"start": 172.52, "end": 173.16, "word": " similarity", "probability": 0.9716796875}, {"start": 173.16, "end": 174.18, "word": " نشوف", "probability": 0.7562662760416666}, {"start": 174.18, "end": 174.48, "word": " وين", "probability": 0.913330078125}, {"start": 174.48, "end": 174.68, "word": " في", "probability": 0.947265625}, {"start": 174.68, "end": 175.3, "word": " similarity", "probability": 0.53759765625}, {"start": 175.3, "end": 175.58, "word": " و", "probability": 0.98486328125}, {"start": 175.58, "end": 175.72, "word": " وين", "probability": 0.787841796875}, {"start": 175.72, "end": 175.88, "word": " في", "probability": 0.96240234375}, {"start": 175.88, "end": 176.64, "word": " dissimilarity", "probability": 0.9674072265625}, {"start": 176.64, "end": 177.4, "word": " بنقدر", "probability": 0.9534505208333334}, {"start": 177.4, "end": 177.66, "word": " بناء", "probability": 0.920654296875}, {"start": 177.66, "end": 178.04, "word": " عليها", "probability": 0.96240234375}, {"start": 178.04, "end": 178.92, "word": " نحدد", "probability": 0.8271484375}, {"start": 178.92, "end": 179.82, "word": " جداش", "probability": 0.7750651041666666}, {"start": 179.82, "end": 181.26, "word": " ال", "probability": 0.716796875}, {"start": 181.26, "end": 182.02, "word": " group", "probability": 0.919921875}, {"start": 182.02, "end": 182.34, "word": " هذا", "probability": 0.68505859375}, {"start": 182.34, "end": 182.58, "word": " او", "probability": 0.858154296875}, {"start": 182.58, "end": 182.92, "word": " ال", "probability": 0.9658203125}, {"start": 182.92, "end": 183.44, "word": " cluster", "probability": 0.970703125}], "temperature": 1.0}, {"id": 8, "seek": 20683, "start": 184.15, "end": 206.83, "text": "ال cluster اللي هو ال group من ال features أو ال group من ال inputs بقدر أقول إن هدولة class واحد cluster واحد cluster واحد أو عنقود واحد فهم ينتموا لنفس ال category فمن خلال موضوع نلاقي ال unsupervised learning وهين عرفنا إيش الاختلاف بينه وبين ال supervised هنتكلم introduction هنتكلم عن ال hippie learning وهذا هو", "tokens": [6027, 13630, 13672, 1829, 31439, 2423, 1594, 9154, 2423, 4122, 34051, 2423, 1594, 9154, 2423, 15743, 4724, 28543, 2288, 5551, 39648, 36145, 8032, 3215, 12610, 3660, 1508, 36764, 24401, 13630, 36764, 24401, 13630, 36764, 24401, 34051, 18871, 4587, 23328, 36764, 24401, 6156, 16095, 7251, 29399, 2304, 14407, 5296, 1863, 36178, 2423, 7719, 6156, 27842, 16490, 1211, 6027, 3714, 2407, 11242, 45367, 8717, 15040, 38436, 2423, 2693, 12879, 24420, 2539, 37037, 9957, 6225, 28480, 8315, 11933, 1829, 8592, 2423, 47283, 2655, 15040, 5172, 49374, 3224, 46599, 9957, 2423, 46533, 8032, 29399, 4117, 19528, 9339, 8032, 29399, 4117, 19528, 18871, 2423, 27745, 414, 2539, 37037, 15730, 31439], "avg_logprob": -0.1807193380762946, "compression_ratio": 1.7976653696498055, "no_speech_prob": 7.748603820800781e-07, "words": [{"start": 184.15, "end": 184.27, "word": "ال", "probability": 0.880859375}, {"start": 184.27, "end": 184.73, "word": " cluster", "probability": 0.79248046875}, {"start": 184.73, "end": 185.19, "word": " اللي", "probability": 0.88427734375}, {"start": 185.19, "end": 185.41, "word": " هو", "probability": 0.98583984375}, {"start": 185.41, "end": 185.59, "word": " ال", "probability": 0.3017578125}, {"start": 185.59, "end": 185.89, "word": " group", "probability": 0.95654296875}, {"start": 185.89, "end": 186.15, "word": " من", "probability": 0.994140625}, {"start": 186.15, "end": 186.77, "word": " ال", "probability": 0.97705078125}, {"start": 186.77, "end": 187.31, "word": " features", "probability": 0.78759765625}, {"start": 187.31, "end": 187.59, "word": " أو", "probability": 0.77294921875}, {"start": 187.59, "end": 187.73, "word": " ال", "probability": 0.74267578125}, {"start": 187.73, "end": 187.89, "word": " group", "probability": 0.97265625}, {"start": 187.89, "end": 188.09, "word": " من", "probability": 0.9951171875}, {"start": 188.09, "end": 188.21, "word": " ال", "probability": 0.97900390625}, {"start": 188.21, "end": 188.57, "word": " inputs", "probability": 0.75}, {"start": 188.57, "end": 189.09, "word": " بقدر", "probability": 0.9480794270833334}, {"start": 189.09, "end": 189.25, "word": " أقول", "probability": 0.846923828125}, {"start": 189.25, "end": 189.37, "word": " إن", "probability": 0.62109375}, {"start": 189.37, "end": 189.73, "word": " هدولة", "probability": 0.88427734375}, {"start": 189.73, "end": 190.09, "word": " class", "probability": 0.955078125}, {"start": 190.09, "end": 190.61, "word": " واحد", "probability": 0.98193359375}, {"start": 190.61, "end": 191.21, "word": " cluster", "probability": 0.37548828125}, {"start": 191.21, "end": 191.77, "word": " واحد", "probability": 0.974609375}, {"start": 191.77, "end": 192.39, "word": " cluster", "probability": 0.72607421875}, {"start": 192.39, "end": 192.81, "word": " واحد", "probability": 0.983154296875}, {"start": 192.81, "end": 192.95, "word": " أو", "probability": 0.74560546875}, {"start": 192.95, "end": 193.45, "word": " عنقود", "probability": 0.8553059895833334}, {"start": 193.45, "end": 193.99, "word": " واحد", "probability": 0.986328125}, {"start": 193.99, "end": 194.53, "word": " فهم", "probability": 0.839111328125}, {"start": 194.53, "end": 194.95, "word": " ينتموا", "probability": 0.97509765625}, {"start": 194.95, "end": 195.25, "word": " لنفس", "probability": 0.9801432291666666}, {"start": 195.25, "end": 195.73, "word": " ال", "probability": 0.681640625}, {"start": 195.73, "end": 196.09, "word": " category", "probability": 0.98486328125}, {"start": 196.09, "end": 197.03, "word": " فمن", "probability": 0.9697265625}, {"start": 197.03, "end": 197.45, "word": " خلال", "probability": 0.9954427083333334}, {"start": 197.45, "end": 197.93, "word": " موضوع", "probability": 0.960693359375}, {"start": 197.93, "end": 198.17, "word": " نلاقي", "probability": 0.9518229166666666}, {"start": 198.17, "end": 198.31, "word": " ال", "probability": 0.37255859375}, {"start": 198.31, "end": 198.95, "word": " unsupervised", "probability": 0.7899576822916666}, {"start": 198.95, "end": 199.83, "word": " learning", "probability": 0.95068359375}, {"start": 199.83, "end": 200.29, "word": " وهين", "probability": 0.668701171875}, {"start": 200.29, "end": 200.63, "word": " عرفنا", "probability": 0.9427083333333334}, {"start": 200.63, "end": 200.73, "word": " إيش", "probability": 0.8016764322916666}, {"start": 200.73, "end": 201.09, "word": " الاختلاف", "probability": 0.88232421875}, {"start": 201.09, "end": 201.31, "word": " بينه", "probability": 0.80322265625}, {"start": 201.31, "end": 201.57, "word": " وبين", "probability": 0.915283203125}, {"start": 201.57, "end": 202.05, "word": " ال", "probability": 0.77392578125}, {"start": 202.05, "end": 202.43, "word": " supervised", "probability": 0.9267578125}, {"start": 202.43, "end": 203.01, "word": " هنتكلم", "probability": 0.9200439453125}, {"start": 203.01, "end": 203.63, "word": " introduction", "probability": 0.890625}, {"start": 203.63, "end": 204.37, "word": " هنتكلم", "probability": 0.9547119140625}, {"start": 204.37, "end": 204.55, "word": " عن", "probability": 0.99169921875}, {"start": 204.55, "end": 204.69, "word": " ال", "probability": 0.98876953125}, {"start": 204.69, "end": 204.97, "word": " hippie", "probability": 0.23345947265625}, {"start": 204.97, "end": 205.97, "word": " learning", "probability": 0.91748046875}, {"start": 205.97, "end": 206.59, "word": " وهذا", "probability": 0.708984375}, {"start": 206.59, "end": 206.83, "word": " هو", "probability": 0.99560546875}], "temperature": 1.0}, {"id": 9, "seek": 22835, "start": 207.65, "end": 228.35, "text": "أول واحد فكر في هذا الموضوع اللي هو Donald Hiep، هنتكلم عنه، ثم هنعمل generalizing أو لهيبيان learning algorithm، ال algorithm اللي استخدمه Hiep أو Donald Hiep، بدنا نشوف كيف ممكن نعمله generalization بحيث أنه يكون قادر أنه يشتغل بشكل كامل على معظم أو عدة تطبيقات أخرى", "tokens": [10721, 12610, 36764, 24401, 6156, 37983, 8978, 23758, 9673, 2407, 11242, 45367, 13672, 1829, 31439, 8632, 389, 414, 79, 12399, 8032, 29399, 4117, 19528, 18871, 3224, 12399, 38637, 2304, 8032, 1863, 25957, 1211, 2674, 3319, 34051, 46740, 1829, 21292, 7649, 2539, 9284, 12399, 2423, 9284, 13672, 1829, 44713, 9778, 40448, 3224, 389, 414, 79, 34051, 8632, 389, 414, 79, 12399, 47525, 8315, 8717, 8592, 38688, 9122, 33911, 3714, 43020, 8717, 25957, 43761, 2674, 2144, 4724, 5016, 1829, 12984, 14739, 3224, 7251, 30544, 12174, 18513, 2288, 14739, 3224, 7251, 8592, 2655, 17082, 1211, 4724, 8592, 28820, 9122, 10943, 1211, 15844, 20449, 19913, 2304, 34051, 6225, 41891, 6055, 9566, 21292, 4587, 9307, 5551, 34740, 7578], "avg_logprob": -0.15090459898898476, "compression_ratio": 1.5984555984555984, "no_speech_prob": 8.344650268554688e-07, "words": [{"start": 207.65, "end": 207.97, "word": "أول", "probability": 0.9814453125}, {"start": 207.97, "end": 208.21, "word": " واحد", "probability": 0.9912109375}, {"start": 208.21, "end": 208.55, "word": " فكر", "probability": 0.977294921875}, {"start": 208.55, "end": 208.67, "word": " في", "probability": 0.97119140625}, {"start": 208.67, "end": 208.83, "word": " هذا", "probability": 0.9365234375}, {"start": 208.83, "end": 209.11, "word": " الموضوع", "probability": 0.9979248046875}, {"start": 209.11, "end": 209.25, "word": " اللي", "probability": 0.912109375}, {"start": 209.25, "end": 209.41, "word": " هو", "probability": 0.98681640625}, {"start": 209.41, "end": 209.99, "word": " Donald", "probability": 0.89990234375}, {"start": 209.99, "end": 210.41, "word": " Hiep،", "probability": 0.45526123046875}, {"start": 210.41, "end": 210.97, "word": " هنتكلم", "probability": 0.86444091796875}, {"start": 210.97, "end": 211.55, "word": " عنه،", "probability": 0.8611653645833334}, {"start": 211.55, "end": 211.79, "word": " ثم", "probability": 0.993896484375}, {"start": 211.79, "end": 212.13, "word": " هنعمل", "probability": 0.97314453125}, {"start": 212.13, "end": 212.93, "word": " generalizing", "probability": 0.803955078125}, {"start": 212.93, "end": 213.25, "word": " أو", "probability": 0.482177734375}, {"start": 213.25, "end": 214.47, "word": " لهيبيان", "probability": 0.577789306640625}, {"start": 214.47, "end": 215.41, "word": " learning", "probability": 0.66845703125}, {"start": 215.41, "end": 216.69, "word": " algorithm،", "probability": 0.721435546875}, {"start": 216.69, "end": 216.79, "word": " ال", "probability": 0.87255859375}, {"start": 216.79, "end": 217.11, "word": " algorithm", "probability": 0.869140625}, {"start": 217.11, "end": 217.27, "word": " اللي", "probability": 0.97705078125}, {"start": 217.27, "end": 217.95, "word": " استخدمه", "probability": 0.927978515625}, {"start": 217.95, "end": 218.69, "word": " Hiep", "probability": 0.7881673177083334}, {"start": 218.69, "end": 218.91, "word": " أو", "probability": 0.71142578125}, {"start": 218.91, "end": 219.19, "word": " Donald", "probability": 0.94580078125}, {"start": 219.19, "end": 219.81, "word": " Hiep،", "probability": 0.8916015625}, {"start": 219.81, "end": 220.03, "word": " بدنا", "probability": 0.93310546875}, {"start": 220.03, "end": 220.25, "word": " نشوف", "probability": 0.9952799479166666}, {"start": 220.25, "end": 220.41, "word": " كيف", "probability": 0.89306640625}, {"start": 220.41, "end": 220.63, "word": " ممكن", "probability": 0.939208984375}, {"start": 220.63, "end": 220.95, "word": " نعمله", "probability": 0.8753255208333334}, {"start": 220.95, "end": 221.81, "word": " generalization", "probability": 0.9541015625}, {"start": 221.81, "end": 222.57, "word": " بحيث", "probability": 0.8411865234375}, {"start": 222.57, "end": 222.77, "word": " أنه", "probability": 0.7076416015625}, {"start": 222.77, "end": 223.01, "word": " يكون", "probability": 0.994384765625}, {"start": 223.01, "end": 223.45, "word": " قادر", "probability": 0.9921875}, {"start": 223.45, "end": 223.71, "word": " أنه", "probability": 0.721435546875}, {"start": 223.71, "end": 224.03, "word": " يشتغل", "probability": 0.996484375}, {"start": 224.03, "end": 224.47, "word": " بشكل", "probability": 0.99169921875}, {"start": 224.47, "end": 225.23, "word": " كامل", "probability": 0.9973958333333334}, {"start": 225.23, "end": 225.43, "word": " على", "probability": 0.93896484375}, {"start": 225.43, "end": 225.93, "word": " معظم", "probability": 0.96337890625}, {"start": 225.93, "end": 226.51, "word": " أو", "probability": 0.69873046875}, {"start": 226.51, "end": 227.29, "word": " عدة", "probability": 0.97216796875}, {"start": 227.29, "end": 227.93, "word": " تطبيقات", "probability": 0.98994140625}, {"start": 227.93, "end": 228.35, "word": " أخرى", "probability": 0.98876953125}], "temperature": 1.0}, {"id": 10, "seek": 24612, "start": 228.54, "end": 246.12, "text": "بعدين هنروح ل competitive learning أو التعلم التنافسي ثم ال self-organizing computational map أو ال SOM اختصارا self-organizing map اللي هي واحدة من أنواع ال .. او الشكل تبع ال competitive learning", "tokens": [3555, 22488, 9957, 8032, 1863, 32887, 5016, 5296, 10043, 2539, 34051, 16712, 3615, 19528, 16712, 8315, 36178, 1829, 38637, 2304, 2423, 2698, 12, 12372, 3319, 28270, 4471, 34051, 2423, 318, 5251, 1975, 46456, 9381, 9640, 995, 2698, 12, 12372, 3319, 4471, 13672, 1829, 39896, 36764, 24401, 3660, 9154, 14739, 14407, 3615, 2423, 4386, 1975, 2407, 25124, 28820, 6055, 3555, 3615, 2423, 10043, 2539], "avg_logprob": -0.13537597353570163, "compression_ratio": 1.489010989010989, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 228.54, "end": 228.9, "word": "بعدين", "probability": 0.9710286458333334}, {"start": 228.9, "end": 229.18, "word": " هنروح", "probability": 0.9791259765625}, {"start": 229.18, "end": 229.26, "word": " ل", "probability": 0.65380859375}, {"start": 229.26, "end": 229.66, "word": " competitive", "probability": 0.77587890625}, {"start": 229.66, "end": 230.88, "word": " learning", "probability": 0.9541015625}, {"start": 230.88, "end": 231.46, "word": " أو", "probability": 0.77880859375}, {"start": 231.46, "end": 232.1, "word": " التعلم", "probability": 0.9529622395833334}, {"start": 232.1, "end": 233.04, "word": " التنافسي", "probability": 0.957763671875}, {"start": 233.04, "end": 233.72, "word": " ثم", "probability": 0.89306640625}, {"start": 233.72, "end": 234.3, "word": " ال", "probability": 0.85693359375}, {"start": 234.3, "end": 234.6, "word": " self", "probability": 0.74365234375}, {"start": 234.6, "end": 235.62, "word": "-organizing", "probability": 0.7902018229166666}, {"start": 235.62, "end": 236.44, "word": " computational", "probability": 0.9482421875}, {"start": 236.44, "end": 236.9, "word": " map", "probability": 0.95654296875}, {"start": 236.9, "end": 237.14, "word": " أو", "probability": 0.63720703125}, {"start": 237.14, "end": 237.68, "word": " ال", "probability": 0.951171875}, {"start": 237.68, "end": 238.12, "word": " SOM", "probability": 0.781005859375}, {"start": 238.12, "end": 239.22, "word": " اختصارا", "probability": 0.9544921875}, {"start": 239.22, "end": 239.68, "word": " self", "probability": 0.5869140625}, {"start": 239.68, "end": 240.34, "word": "-organizing", "probability": 0.88037109375}, {"start": 240.34, "end": 240.68, "word": " map", "probability": 0.8896484375}, {"start": 240.68, "end": 241.1, "word": " اللي", "probability": 0.91650390625}, {"start": 241.1, "end": 241.42, "word": " هي", "probability": 0.90234375}, {"start": 241.42, "end": 242.12, "word": " واحدة", "probability": 0.9425455729166666}, {"start": 242.12, "end": 242.24, "word": " من", "probability": 0.99462890625}, {"start": 242.24, "end": 242.78, "word": " أنواع", "probability": 0.90283203125}, {"start": 242.78, "end": 243.12, "word": " ال", "probability": 0.310791015625}, {"start": 243.12, "end": 243.16, "word": " ..", "probability": 0.70947265625}, {"start": 243.16, "end": 243.46, "word": " او", "probability": 0.7763671875}, {"start": 243.46, "end": 244.44, "word": " الشكل", "probability": 0.96728515625}, {"start": 244.44, "end": 245.1, "word": " تبع", "probability": 0.9759114583333334}, {"start": 245.1, "end": 245.22, "word": " ال", "probability": 0.8544921875}, {"start": 245.22, "end": 245.56, "word": " competitive", "probability": 0.9814453125}, {"start": 245.56, "end": 246.12, "word": " learning", "probability": 0.95751953125}], "temperature": 1.0}, {"id": 11, "seek": 26813, "start": 246.95, "end": 268.13, "text": "هنتكلم عنها ثم نجمل موضوعنا و نكون بذلك يعني تحدثنا عن ال unsupervised learning فال supervised زي ما قولنا سابقا بقدر أسميه supervised أو active learning أو active learning وهذا هو اللي احنا أشتغلنا عليه سابقا لكن في المقابل في نوع آخر هو ال unsupervised اللي احنا الآن بصدده اللي احنا الآن", "tokens": [3224, 29399, 4117, 19528, 18871, 11296, 38637, 2304, 8717, 7435, 42213, 3714, 2407, 11242, 45367, 8315, 4032, 8717, 30544, 4724, 8848, 23275, 37495, 22653, 6055, 24401, 12984, 8315, 18871, 2423, 2693, 12879, 24420, 2539, 6156, 6027, 46533, 30767, 1829, 19446, 12174, 12610, 8315, 8608, 16758, 4587, 995, 4724, 28543, 2288, 5551, 38251, 1829, 3224, 46533, 34051, 4967, 2539, 34051, 4967, 2539, 37037, 15730, 31439, 13672, 1829, 1975, 5016, 8315, 5551, 8592, 2655, 17082, 1211, 8315, 47356, 8608, 16758, 4587, 995, 44381, 8978, 9673, 4587, 16758, 1211, 8978, 8717, 45367, 19753, 34740, 31439, 2423, 2693, 12879, 24420, 13672, 1829, 1975, 5016, 8315, 6024, 48506, 4724, 9381, 3215, 3215, 3224, 13672, 1829, 1975, 5016, 8315, 6024, 48506], "avg_logprob": -0.12143049517582202, "compression_ratio": 1.9437229437229437, "no_speech_prob": 4.470348358154297e-06, "words": [{"start": 246.95, "end": 247.51, "word": "هنتكلم", "probability": 0.844970703125}, {"start": 247.51, "end": 247.83, "word": " عنها", "probability": 0.991943359375}, {"start": 247.83, "end": 248.43, "word": " ثم", "probability": 0.814208984375}, {"start": 248.43, "end": 249.11, "word": " نجمل", "probability": 0.9607747395833334}, {"start": 249.11, "end": 250.09, "word": " موضوعنا", "probability": 0.9953125}, {"start": 250.09, "end": 250.27, "word": " و", "probability": 0.97607421875}, {"start": 250.27, "end": 250.53, "word": " نكون", "probability": 0.8310546875}, {"start": 250.53, "end": 250.99, "word": " بذلك", "probability": 0.8002115885416666}, {"start": 250.99, "end": 251.75, "word": " يعني", "probability": 0.79345703125}, {"start": 251.75, "end": 252.47, "word": " تحدثنا", "probability": 0.900390625}, {"start": 252.47, "end": 252.63, "word": " عن", "probability": 0.998046875}, {"start": 252.63, "end": 252.73, "word": " ال", "probability": 0.9287109375}, {"start": 252.73, "end": 253.37, "word": " unsupervised", "probability": 0.8868815104166666}, {"start": 253.37, "end": 254.09, "word": " learning", "probability": 0.95458984375}, {"start": 254.09, "end": 255.65, "word": " فال", "probability": 0.78076171875}, {"start": 255.65, "end": 256.03, "word": " supervised", "probability": 0.8017578125}, {"start": 256.03, "end": 256.61, "word": " زي", "probability": 0.965087890625}, {"start": 256.61, "end": 256.71, "word": " ما", "probability": 0.943359375}, {"start": 256.71, "end": 256.95, "word": " قولنا", "probability": 0.8909505208333334}, {"start": 256.95, "end": 257.37, "word": " سابقا", "probability": 0.9912109375}, {"start": 257.37, "end": 257.69, "word": " بقدر", "probability": 0.9763997395833334}, {"start": 257.69, "end": 258.03, "word": " أسميه", "probability": 0.77734375}, {"start": 258.03, "end": 258.61, "word": " supervised", "probability": 0.896484375}, {"start": 258.61, "end": 258.89, "word": " أو", "probability": 0.77197265625}, {"start": 258.89, "end": 259.63, "word": " active", "probability": 0.9521484375}, {"start": 259.63, "end": 260.41, "word": " learning", "probability": 0.95654296875}, {"start": 260.41, "end": 260.71, "word": " أو", "probability": 0.58740234375}, {"start": 260.71, "end": 260.97, "word": " active", "probability": 0.92333984375}, {"start": 260.97, "end": 261.37, "word": " learning", "probability": 0.947265625}, {"start": 261.37, "end": 261.61, "word": " وهذا", "probability": 0.666015625}, {"start": 261.61, "end": 261.77, "word": " هو", "probability": 0.970703125}, {"start": 261.77, "end": 261.91, "word": " اللي", "probability": 0.982421875}, {"start": 261.91, "end": 262.05, "word": " احنا", "probability": 0.8595377604166666}, {"start": 262.05, "end": 262.43, "word": " أشتغلنا", "probability": 0.9230143229166666}, {"start": 262.43, "end": 262.63, "word": " عليه", "probability": 0.994140625}, {"start": 262.63, "end": 263.13, "word": " سابقا", "probability": 0.9932861328125}, {"start": 263.13, "end": 263.65, "word": " لكن", "probability": 0.5009765625}, {"start": 263.65, "end": 263.81, "word": " في", "probability": 0.9072265625}, {"start": 263.81, "end": 264.31, "word": " المقابل", "probability": 0.9927978515625}, {"start": 264.31, "end": 264.45, "word": " في", "probability": 0.84619140625}, {"start": 264.45, "end": 264.63, "word": " نوع", "probability": 0.97998046875}, {"start": 264.63, "end": 264.97, "word": " آخر", "probability": 0.756591796875}, {"start": 264.97, "end": 265.17, "word": " هو", "probability": 0.97314453125}, {"start": 265.17, "end": 265.29, "word": " ال", "probability": 0.95849609375}, {"start": 265.29, "end": 265.95, "word": " unsupervised", "probability": 0.97607421875}, {"start": 265.95, "end": 266.51, "word": " اللي", "probability": 0.974853515625}, {"start": 266.51, "end": 266.69, "word": " احنا", "probability": 0.9241536458333334}, {"start": 266.69, "end": 266.89, "word": " الآن", "probability": 0.734130859375}, {"start": 266.89, "end": 267.45, "word": " بصدده", "probability": 0.91875}, {"start": 267.45, "end": 267.75, "word": " اللي", "probability": 0.96044921875}, {"start": 267.75, "end": 267.89, "word": " احنا", "probability": 0.9521484375}, {"start": 267.89, "end": 268.13, "word": " الآن", "probability": 0.823486328125}], "temperature": 1.0}, {"id": 12, "seek": 28155, "start": 268.83, "end": 281.55, "text": "بصددوا طيب في المقابل بالنسبة ل ال supervised يوجد ال unsupervised او ال self-organized learning بمعنى التعلم الذاتي ان مافيش مدرس هو في شواهد", "tokens": [3555, 9381, 3215, 3215, 14407, 23032, 1829, 3555, 8978, 9673, 4587, 16758, 1211, 20666, 1863, 35457, 3660, 5296, 2423, 46533, 7251, 29245, 3215, 2423, 2693, 12879, 24420, 1975, 2407, 2423, 2698, 12, 12372, 1602, 2539, 4724, 2304, 3615, 1863, 7578, 16712, 3615, 19528, 32545, 9307, 1829, 16472, 19446, 41185, 8592, 3714, 3215, 2288, 3794, 31439, 8978, 13412, 14407, 3224, 3215], "avg_logprob": -0.1512551161109424, "compression_ratio": 1.391025641025641, "no_speech_prob": 5.120038986206055e-05, "words": [{"start": 268.83, "end": 269.41, "word": "بصددوا", "probability": 0.742626953125}, {"start": 269.41, "end": 270.03, "word": " طيب", "probability": 0.7779947916666666}, {"start": 270.03, "end": 270.51, "word": " في", "probability": 0.88916015625}, {"start": 270.51, "end": 271.53, "word": " المقابل", "probability": 0.9825439453125}, {"start": 271.53, "end": 272.19, "word": " بالنسبة", "probability": 0.9696044921875}, {"start": 272.19, "end": 272.35, "word": " ل", "probability": 0.68896484375}, {"start": 272.35, "end": 272.49, "word": " ال", "probability": 0.541015625}, {"start": 272.49, "end": 273.03, "word": " supervised", "probability": 0.6767578125}, {"start": 273.03, "end": 273.85, "word": " يوجد", "probability": 0.9646809895833334}, {"start": 273.85, "end": 273.95, "word": " ال", "probability": 0.94580078125}, {"start": 273.95, "end": 274.57, "word": " unsupervised", "probability": 0.8668619791666666}, {"start": 274.57, "end": 274.81, "word": " او", "probability": 0.733154296875}, {"start": 274.81, "end": 275.01, "word": " ال", "probability": 0.83984375}, {"start": 275.01, "end": 275.25, "word": " self", "probability": 0.88232421875}, {"start": 275.25, "end": 275.95, "word": "-organized", "probability": 0.7740885416666666}, {"start": 275.95, "end": 276.49, "word": " learning", "probability": 0.9462890625}, {"start": 276.49, "end": 277.19, "word": " بمعنى", "probability": 0.96689453125}, {"start": 277.19, "end": 277.79, "word": " التعلم", "probability": 0.9348958333333334}, {"start": 277.79, "end": 278.55, "word": " الذاتي", "probability": 0.9562174479166666}, {"start": 278.55, "end": 278.91, "word": " ان", "probability": 0.66015625}, {"start": 278.91, "end": 279.65, "word": " مافيش", "probability": 0.95458984375}, {"start": 279.65, "end": 280.21, "word": " مدرس", "probability": 0.99462890625}, {"start": 280.21, "end": 280.55, "word": " هو", "probability": 0.8671875}, {"start": 280.55, "end": 280.75, "word": " في", "probability": 0.9345703125}, {"start": 280.75, "end": 281.55, "word": " شواهد", "probability": 0.86602783203125}], "temperature": 1.0}, {"id": 13, "seek": 30360, "start": 282.44, "end": 303.6, "text": "جدام أو observations جدام ال neural network جدام هذه ال machine و هي بدأت حاول من خلال ال observation هذه أو مجموعة ال inputs دولة تلاحظهم و تحاول تجيب جديش هم العناصر متقاربة مع بعض أو متباعدة مع بعض بحيث ان المتقاربين مع بعض تعملهم clustering او تفترضوا ان هم class", "tokens": [7435, 3215, 10943, 34051, 18163, 10874, 3215, 10943, 2423, 18161, 3209, 10874, 3215, 10943, 29538, 2423, 3479, 4032, 39896, 47525, 10721, 2655, 11331, 995, 12610, 9154, 16490, 1211, 6027, 2423, 14816, 29538, 34051, 3714, 7435, 2304, 2407, 27884, 2423, 15743, 11778, 12610, 3660, 6055, 15040, 5016, 19913, 16095, 4032, 6055, 5016, 995, 12610, 6055, 7435, 1829, 3555, 10874, 16254, 8592, 8032, 2304, 18863, 1863, 33546, 2288, 44650, 4587, 9640, 49401, 20449, 45030, 11242, 34051, 44650, 3555, 995, 22488, 3660, 20449, 45030, 11242, 4724, 5016, 1829, 12984, 16472, 9673, 2655, 4587, 9640, 3555, 9957, 20449, 45030, 11242, 6055, 25957, 1211, 16095, 596, 48673, 1975, 2407, 6055, 5172, 2655, 43042, 14407, 16472, 8032, 2304, 1508], "avg_logprob": -0.13199013772240856, "compression_ratio": 1.7573221757322175, "no_speech_prob": 8.344650268554688e-07, "words": [{"start": 282.44, "end": 283.02, "word": "جدام", "probability": 0.6357421875}, {"start": 283.02, "end": 283.52, "word": " أو", "probability": 0.71044921875}, {"start": 283.52, "end": 284.24, "word": " observations", "probability": 0.93115234375}, {"start": 284.24, "end": 284.92, "word": " جدام", "probability": 0.8995768229166666}, {"start": 284.92, "end": 285.14, "word": " ال", "probability": 0.9716796875}, {"start": 285.14, "end": 285.6, "word": " neural", "probability": 0.54736328125}, {"start": 285.6, "end": 286.22, "word": " network", "probability": 0.9619140625}, {"start": 286.22, "end": 286.98, "word": " جدام", "probability": 0.861328125}, {"start": 286.98, "end": 287.46, "word": " هذه", "probability": 0.98779296875}, {"start": 287.46, "end": 287.62, "word": " ال", "probability": 0.923828125}, {"start": 287.62, "end": 288.0, "word": " machine", "probability": 0.861328125}, {"start": 288.0, "end": 288.18, "word": " و", "probability": 0.50927734375}, {"start": 288.18, "end": 288.32, "word": " هي", "probability": 0.83251953125}, {"start": 288.32, "end": 288.6, "word": " بدأت", "probability": 0.61083984375}, {"start": 288.6, "end": 289.1, "word": " حاول", "probability": 0.89111328125}, {"start": 289.1, "end": 289.32, "word": " من", "probability": 0.99658203125}, {"start": 289.32, "end": 289.7, "word": " خلال", "probability": 0.9959309895833334}, {"start": 289.7, "end": 290.06, "word": " ال", "probability": 0.982421875}, {"start": 290.06, "end": 290.54, "word": " observation", "probability": 0.84814453125}, {"start": 290.54, "end": 290.94, "word": " هذه", "probability": 0.66552734375}, {"start": 290.94, "end": 291.28, "word": " أو", "probability": 0.5537109375}, {"start": 291.28, "end": 291.7, "word": " مجموعة", "probability": 0.94697265625}, {"start": 291.7, "end": 291.86, "word": " ال", "probability": 0.97802734375}, {"start": 291.86, "end": 292.18, "word": " inputs", "probability": 0.7421875}, {"start": 292.18, "end": 292.66, "word": " دولة", "probability": 0.8601888020833334}, {"start": 292.66, "end": 293.6, "word": " تلاحظهم", "probability": 0.99375}, {"start": 293.6, "end": 293.94, "word": " و", "probability": 0.65869140625}, {"start": 293.94, "end": 294.34, "word": " تحاول", "probability": 0.995849609375}, {"start": 294.34, "end": 294.76, "word": " تجيب", "probability": 0.99169921875}, {"start": 294.76, "end": 295.18, "word": " جديش", "probability": 0.8758138020833334}, {"start": 295.18, "end": 295.42, "word": " هم", "probability": 0.726806640625}, {"start": 295.42, "end": 296.52, "word": " العناصر", "probability": 0.9041748046875}, {"start": 296.52, "end": 297.12, "word": " متقاربة", "probability": 0.993896484375}, {"start": 297.12, "end": 297.28, "word": " مع", "probability": 0.99609375}, {"start": 297.28, "end": 297.52, "word": " بعض", "probability": 0.99560546875}, {"start": 297.52, "end": 297.68, "word": " أو", "probability": 0.81689453125}, {"start": 297.68, "end": 298.28, "word": " متباعدة", "probability": 0.944140625}, {"start": 298.28, "end": 298.38, "word": " مع", "probability": 0.9931640625}, {"start": 298.38, "end": 298.56, "word": " بعض", "probability": 0.9921875}, {"start": 298.56, "end": 298.8, "word": " بحيث", "probability": 0.9403076171875}, {"start": 298.8, "end": 298.9, "word": " ان", "probability": 0.63037109375}, {"start": 298.9, "end": 299.58, "word": " المتقاربين", "probability": 0.9867350260416666}, {"start": 299.58, "end": 299.72, "word": " مع", "probability": 0.9775390625}, {"start": 299.72, "end": 299.92, "word": " بعض", "probability": 0.998046875}, {"start": 299.92, "end": 300.34, "word": " تعملهم", "probability": 0.9713134765625}, {"start": 300.34, "end": 300.88, "word": " clustering", "probability": 0.69580078125}, {"start": 300.88, "end": 301.2, "word": " او", "probability": 0.81201171875}, {"start": 301.2, "end": 302.38, "word": " تفترضوا", "probability": 0.86796875}, {"start": 302.38, "end": 302.46, "word": " ان", "probability": 0.8515625}, {"start": 302.46, "end": 302.74, "word": " هم", "probability": 0.901123046875}, {"start": 302.74, "end": 303.6, "word": " class", "probability": 0.97998046875}], "temperature": 1.0}, {"id": 14, "seek": 32583, "start": 304.22, "end": 325.84, "text": "خاص بحث ذاتهم و ال other data اللي هم برضه متشابكين مع بعض أو مترابطين مع بعض في association between them بقدر اقول عنهم ال cluster تاني بس بشرط انه يكونوا نسبيا ال data تعون هدوله شوية بعاد او في dissimilarity عن class التاني فهذه هي الفكرة او كيف ممكن", "tokens": [9778, 33546, 4724, 5016, 12984, 29910, 9307, 16095, 4032, 2423, 661, 1412, 13672, 1829, 8032, 2304, 4724, 43042, 3224, 44650, 8592, 16758, 4117, 9957, 20449, 45030, 11242, 34051, 44650, 2288, 16758, 9566, 9957, 20449, 45030, 11242, 8978, 14598, 1296, 552, 4724, 28543, 2288, 1975, 39648, 18871, 16095, 2423, 13630, 6055, 7649, 1829, 4724, 3794, 4724, 46309, 9566, 16472, 3224, 7251, 30544, 14407, 8717, 35457, 25528, 2423, 1412, 37279, 11536, 8032, 3215, 12610, 3224, 13412, 2407, 10632, 45030, 18513, 1975, 2407, 8978, 7802, 332, 2202, 507, 18871, 1508, 16712, 7649, 1829, 6156, 3224, 24192, 39896, 27188, 4117, 25720, 1975, 2407, 9122, 33911, 3714, 43020], "avg_logprob": -0.13153545673076922, "compression_ratio": 1.5816733067729083, "no_speech_prob": 1.430511474609375e-05, "words": [{"start": 304.22, "end": 304.54, "word": "خاص", "probability": 0.807373046875}, {"start": 304.54, "end": 305.06, "word": " بحث", "probability": 0.6365966796875}, {"start": 305.06, "end": 305.42, "word": " ذاتهم", "probability": 0.9111328125}, {"start": 305.42, "end": 305.84, "word": " و", "probability": 0.52587890625}, {"start": 305.84, "end": 306.08, "word": " ال", "probability": 0.85791015625}, {"start": 306.08, "end": 306.36, "word": " other", "probability": 0.75927734375}, {"start": 306.36, "end": 307.22, "word": " data", "probability": 0.96533203125}, {"start": 307.22, "end": 307.9, "word": " اللي", "probability": 0.968505859375}, {"start": 307.9, "end": 308.1, "word": " هم", "probability": 0.922607421875}, {"start": 308.1, "end": 308.4, "word": " برضه", "probability": 0.8932291666666666}, {"start": 308.4, "end": 308.96, "word": " متشابكين", "probability": 0.982421875}, {"start": 308.96, "end": 309.08, "word": " مع", "probability": 0.99169921875}, {"start": 309.08, "end": 309.28, "word": " بعض", "probability": 0.9951171875}, {"start": 309.28, "end": 309.42, "word": " أو", "probability": 0.74267578125}, {"start": 309.42, "end": 310.36, "word": " مترابطين", "probability": 0.9169921875}, {"start": 310.36, "end": 310.66, "word": " مع", "probability": 0.98291015625}, {"start": 310.66, "end": 311.0, "word": " بعض", "probability": 0.997314453125}, {"start": 311.0, "end": 311.28, "word": " في", "probability": 0.87841796875}, {"start": 311.28, "end": 311.68, "word": " association", "probability": 0.93310546875}, {"start": 311.68, "end": 312.22, "word": " between", "probability": 0.91943359375}, {"start": 312.22, "end": 312.54, "word": " them", "probability": 0.9423828125}, {"start": 312.54, "end": 313.48, "word": " بقدر", "probability": 0.9713541666666666}, {"start": 313.48, "end": 313.68, "word": " اقول", "probability": 0.802734375}, {"start": 313.68, "end": 313.92, "word": " عنهم", "probability": 0.981689453125}, {"start": 313.92, "end": 314.06, "word": " ال", "probability": 0.814453125}, {"start": 314.06, "end": 314.38, "word": " cluster", "probability": 0.97509765625}, {"start": 314.38, "end": 314.88, "word": " تاني", "probability": 0.9523111979166666}, {"start": 314.88, "end": 315.24, "word": " بس", "probability": 0.989013671875}, {"start": 315.24, "end": 315.62, "word": " بشرط", "probability": 0.93798828125}, {"start": 315.62, "end": 315.84, "word": " انه", "probability": 0.697265625}, {"start": 315.84, "end": 316.24, "word": " يكونوا", "probability": 0.9720052083333334}, {"start": 316.24, "end": 317.34, "word": " نسبيا", "probability": 0.8828125}, {"start": 317.34, "end": 317.72, "word": " ال", "probability": 0.95751953125}, {"start": 317.72, "end": 317.94, "word": " data", "probability": 0.9892578125}, {"start": 317.94, "end": 318.2, "word": " تعون", "probability": 0.5264892578125}, {"start": 318.2, "end": 318.66, "word": " هدوله", "probability": 0.8065185546875}, {"start": 318.66, "end": 319.32, "word": " شوية", "probability": 0.892578125}, {"start": 319.32, "end": 319.74, "word": " بعاد", "probability": 0.806396484375}, {"start": 319.74, "end": 320.0, "word": " او", "probability": 0.90673828125}, {"start": 320.0, "end": 320.2, "word": " في", "probability": 0.9365234375}, {"start": 320.2, "end": 321.6, "word": " dissimilarity", "probability": 0.9498291015625}, {"start": 321.6, "end": 321.86, "word": " عن", "probability": 0.9765625}, {"start": 321.86, "end": 322.7, "word": " class", "probability": 0.52587890625}, {"start": 322.7, "end": 323.34, "word": " التاني", "probability": 0.9679361979166666}, {"start": 323.34, "end": 324.2, "word": " فهذه", "probability": 0.91650390625}, {"start": 324.2, "end": 324.38, "word": " هي", "probability": 0.921875}, {"start": 324.38, "end": 324.8, "word": " الفكرة", "probability": 0.99267578125}, {"start": 324.8, "end": 325.2, "word": " او", "probability": 0.958740234375}, {"start": 325.2, "end": 325.4, "word": " كيف", "probability": 0.974853515625}, {"start": 325.4, "end": 325.84, "word": " ممكن", "probability": 0.992919921875}], "temperature": 1.0}, {"id": 15, "seek": 35289, "start": 326.75, "end": 352.89, "text": "يتم عملية الـ training أو المنهجية اللي ممكن تشتغل على ال similarity على ال similarity بشكل أساسي طيب فال unsupervised الحقيقة هي يعني مبنية بشكل أساسي على ال neurological organization of the brain أو اللي هي العملية الترتيب الدماغي فعليا في الخلايا العصبية الدماغية هيك", "tokens": [36081, 2304, 6225, 42213, 10632, 2423, 39184, 3097, 34051, 9673, 1863, 3224, 7435, 10632, 13672, 1829, 3714, 43020, 6055, 8592, 2655, 17082, 1211, 15844, 2423, 32194, 15844, 2423, 32194, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 23032, 1829, 3555, 6156, 6027, 2693, 12879, 24420, 21542, 38436, 28671, 39896, 37495, 22653, 3714, 3555, 1863, 10632, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 15844, 2423, 48185, 4475, 295, 264, 3567, 34051, 13672, 1829, 39896, 18863, 42213, 10632, 16712, 2288, 31371, 3555, 32748, 2304, 5718, 118, 1829, 6156, 3615, 20292, 995, 8978, 33962, 15040, 25528, 18863, 9381, 3555, 10632, 32748, 2304, 5718, 118, 10632, 39896, 4117], "avg_logprob": -0.13303785326962286, "compression_ratio": 1.7510373443983402, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 326.75, "end": 327.31, "word": "يتم", "probability": 0.804443359375}, {"start": 327.31, "end": 327.89, "word": " عملية", "probability": 0.9768880208333334}, {"start": 327.89, "end": 328.15, "word": " الـ", "probability": 0.5108642578125}, {"start": 328.15, "end": 328.47, "word": " training", "probability": 0.74462890625}, {"start": 328.47, "end": 329.01, "word": " أو", "probability": 0.88671875}, {"start": 329.01, "end": 329.59, "word": " المنهجية", "probability": 0.9662109375}, {"start": 329.59, "end": 329.69, "word": " اللي", "probability": 0.684326171875}, {"start": 329.69, "end": 329.93, "word": " ممكن", "probability": 0.984130859375}, {"start": 329.93, "end": 331.01, "word": " تشتغل", "probability": 0.98671875}, {"start": 331.01, "end": 331.41, "word": " على", "probability": 0.853515625}, {"start": 331.41, "end": 331.63, "word": " ال", "probability": 0.85693359375}, {"start": 331.63, "end": 332.11, "word": " similarity", "probability": 0.79443359375}, {"start": 332.11, "end": 332.47, "word": " على", "probability": 0.278564453125}, {"start": 332.47, "end": 332.67, "word": " ال", "probability": 0.94970703125}, {"start": 332.67, "end": 333.01, "word": " similarity", "probability": 0.93603515625}, {"start": 333.01, "end": 333.39, "word": " بشكل", "probability": 0.9837239583333334}, {"start": 333.39, "end": 333.77, "word": " أساسي", "probability": 0.9691162109375}, {"start": 333.77, "end": 334.55, "word": " طيب", "probability": 0.9205729166666666}, {"start": 334.55, "end": 335.09, "word": " فال", "probability": 0.852294921875}, {"start": 335.09, "end": 335.65, "word": " unsupervised", "probability": 0.7994791666666666}, {"start": 335.65, "end": 336.29, "word": " الحقيقة", "probability": 0.9890950520833334}, {"start": 336.29, "end": 336.83, "word": " هي", "probability": 0.93212890625}, {"start": 336.83, "end": 337.63, "word": " يعني", "probability": 0.837890625}, {"start": 337.63, "end": 338.85, "word": " مبنية", "probability": 0.9661865234375}, {"start": 338.85, "end": 339.21, "word": " بشكل", "probability": 0.99169921875}, {"start": 339.21, "end": 339.63, "word": " أساسي", "probability": 0.9849853515625}, {"start": 339.63, "end": 339.85, "word": " على", "probability": 0.9140625}, {"start": 339.85, "end": 340.47, "word": " ال", "probability": 0.90869140625}, {"start": 340.47, "end": 340.95, "word": " neurological", "probability": 0.39501953125}, {"start": 340.95, "end": 343.41, "word": " organization", "probability": 0.85693359375}, {"start": 343.41, "end": 344.45, "word": " of", "probability": 0.921875}, {"start": 344.45, "end": 344.83, "word": " the", "probability": 0.8740234375}, {"start": 344.83, "end": 345.23, "word": " brain", "probability": 0.9208984375}, {"start": 345.23, "end": 345.75, "word": " أو", "probability": 0.8310546875}, {"start": 345.75, "end": 346.31, "word": " اللي", "probability": 0.98388671875}, {"start": 346.31, "end": 346.69, "word": " هي", "probability": 0.953125}, {"start": 346.69, "end": 348.87, "word": " العملية", "probability": 0.8191731770833334}, {"start": 348.87, "end": 349.61, "word": " الترتيب", "probability": 0.9261474609375}, {"start": 349.61, "end": 350.19, "word": " الدماغي", "probability": 0.9501953125}, {"start": 350.19, "end": 350.71, "word": " فعليا", "probability": 0.7960205078125}, {"start": 350.71, "end": 350.83, "word": " في", "probability": 0.82470703125}, {"start": 350.83, "end": 351.21, "word": " الخلايا", "probability": 0.9635416666666666}, {"start": 351.21, "end": 351.63, "word": " العصبية", "probability": 0.9395751953125}, {"start": 351.63, "end": 352.23, "word": " الدماغية", "probability": 0.96318359375}, {"start": 352.23, "end": 352.89, "word": " هيك", "probability": 0.792236328125}], "temperature": 1.0}, {"id": 16, "seek": 37534, "start": 353.62, "end": 375.34, "text": "بيفترضوا العلماء أنه بيشتغل الدماغ وبينما على ذلك إجت الفكرة ل Donald Hebb زي ما هناخد لاحقا الشخص اللي طلع لنا بأول فكرة لهذا النوع من أنواع ال learning .. من أنواع ال learning طيب ال unsupervised learning algorithms aims أو aim to learn rapidly and can be used in real-time", "tokens": [21292, 5172, 2655, 43042, 14407, 18863, 19528, 16606, 14739, 3224, 4724, 1829, 8592, 2655, 17082, 1211, 32748, 2304, 5718, 118, 46599, 9957, 15042, 15844, 29910, 23275, 11933, 7435, 2655, 27188, 4117, 25720, 5296, 8632, 634, 6692, 30767, 1829, 19446, 8032, 1863, 47283, 3215, 20193, 5016, 4587, 995, 25124, 9778, 9381, 13672, 1829, 23032, 1211, 3615, 5296, 8315, 4724, 10721, 12610, 6156, 4117, 25720, 46740, 15730, 28239, 45367, 9154, 14739, 14407, 3615, 2423, 2539, 4386, 9154, 14739, 14407, 3615, 2423, 2539, 23032, 1829, 3555, 2423, 2693, 12879, 24420, 2539, 14642, 24683, 34051, 5939, 281, 1466, 12910, 293, 393, 312, 1143, 294, 957, 12, 3766], "avg_logprob": -0.16316106399664512, "compression_ratio": 1.5793650793650793, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 353.62, "end": 354.34, "word": "بيفترضوا", "probability": 0.87890625}, {"start": 354.34, "end": 354.6, "word": " العلماء", "probability": 0.947265625}, {"start": 354.6, "end": 354.74, "word": " أنه", "probability": 0.6556396484375}, {"start": 354.74, "end": 355.44, "word": " بيشتغل", "probability": 0.9305826822916666}, {"start": 355.44, "end": 355.86, "word": " الدماغ", "probability": 0.947265625}, {"start": 355.86, "end": 356.5, "word": " وبينما", "probability": 0.415283203125}, {"start": 356.5, "end": 356.66, "word": " على", "probability": 0.8544921875}, {"start": 356.66, "end": 356.98, "word": " ذلك", "probability": 0.96875}, {"start": 356.98, "end": 357.28, "word": " إجت", "probability": 0.79345703125}, {"start": 357.28, "end": 357.78, "word": " الفكرة", "probability": 0.9951171875}, {"start": 357.78, "end": 358.66, "word": " ل", "probability": 0.94482421875}, {"start": 358.66, "end": 359.02, "word": " Donald", "probability": 0.464599609375}, {"start": 359.02, "end": 359.76, "word": " Hebb", "probability": 0.5416259765625}, {"start": 359.76, "end": 360.02, "word": " زي", "probability": 0.95166015625}, {"start": 360.02, "end": 360.1, "word": " ما", "probability": 0.97412109375}, {"start": 360.1, "end": 360.48, "word": " هناخد", "probability": 0.950927734375}, {"start": 360.48, "end": 360.92, "word": " لاحقا", "probability": 0.9346923828125}, {"start": 360.92, "end": 361.7, "word": " الشخص", "probability": 0.9890950520833334}, {"start": 361.7, "end": 361.86, "word": " اللي", "probability": 0.934814453125}, {"start": 361.86, "end": 362.08, "word": " طلع", "probability": 0.8282877604166666}, {"start": 362.08, "end": 362.24, "word": " لنا", "probability": 0.92333984375}, {"start": 362.24, "end": 362.64, "word": " بأول", "probability": 0.9150390625}, {"start": 362.64, "end": 363.08, "word": " فكرة", "probability": 0.9890950520833334}, {"start": 363.08, "end": 363.66, "word": " لهذا", "probability": 0.946533203125}, {"start": 363.66, "end": 363.9, "word": " النوع", "probability": 0.97314453125}, {"start": 363.9, "end": 364.02, "word": " من", "probability": 0.98291015625}, {"start": 364.02, "end": 365.36, "word": " أنواع", "probability": 0.94580078125}, {"start": 365.36, "end": 365.72, "word": " ال", "probability": 0.93994140625}, {"start": 365.72, "end": 366.04, "word": " learning", "probability": 0.9580078125}, {"start": 366.04, "end": 366.16, "word": " ..", "probability": 0.299072265625}, {"start": 366.16, "end": 366.28, "word": " من", "probability": 0.8935546875}, {"start": 366.28, "end": 366.62, "word": " أنواع", "probability": 0.9518229166666666}, {"start": 366.62, "end": 366.74, "word": " ال", "probability": 0.96875}, {"start": 366.74, "end": 367.04, "word": " learning", "probability": 0.974609375}, {"start": 367.04, "end": 367.54, "word": " طيب", "probability": 0.9404296875}, {"start": 367.54, "end": 367.74, "word": " ال", "probability": 0.95458984375}, {"start": 367.74, "end": 368.34, "word": " unsupervised", "probability": 0.8299153645833334}, {"start": 368.34, "end": 369.02, "word": " learning", "probability": 0.9541015625}, {"start": 369.02, "end": 369.66, "word": " algorithms", "probability": 0.90771484375}, {"start": 369.66, "end": 370.56, "word": " aims", "probability": 0.66943359375}, {"start": 370.56, "end": 370.98, "word": " أو", "probability": 0.7041015625}, {"start": 370.98, "end": 371.2, "word": " aim", "probability": 0.305419921875}, {"start": 371.2, "end": 371.38, "word": " to", "probability": 0.97216796875}, {"start": 371.38, "end": 372.0, "word": " learn", "probability": 0.982421875}, {"start": 372.0, "end": 372.76, "word": " rapidly", "probability": 0.6484375}, {"start": 372.76, "end": 373.64, "word": " and", "probability": 0.9560546875}, {"start": 373.64, "end": 374.04, "word": " can", "probability": 0.95947265625}, {"start": 374.04, "end": 374.22, "word": " be", "probability": 0.8291015625}, {"start": 374.22, "end": 374.52, "word": " used", "probability": 0.93359375}, {"start": 374.52, "end": 374.76, "word": " in", "probability": 0.96875}, {"start": 374.76, "end": 374.98, "word": " real", "probability": 0.947265625}, {"start": 374.98, "end": 375.34, "word": "-time", "probability": 0.7080078125}], "temperature": 1.0}, {"id": 17, "seek": 39932, "start": 375.7, "end": 399.32, "text": "هذه كتير الحقيقة ممكن تستخدم بشكل سريع أو تتعلم بشكل سريع وحنشوف لكيف تتعلم بشكل سريع طبعا من خلال ال algorithm تبعها ويمكن استخدامها في ال real-time أو في ال time الواقعي في التطبيقات الواقعية زي ما قلنا في ال 49 دونالد هيب كان هو أول واحد اقترح هذه الفكرة من ال biological learning من عملية التعلم ال biological فعليا للدماغ", "tokens": [3224, 24192, 9122, 2655, 13546, 21542, 38436, 28671, 3714, 43020, 6055, 14851, 9778, 40448, 4724, 8592, 28820, 8608, 16572, 3615, 34051, 6055, 2655, 3615, 19528, 4724, 8592, 28820, 8608, 16572, 3615, 4032, 5016, 1863, 8592, 38688, 5296, 4117, 33911, 6055, 2655, 3615, 19528, 4724, 8592, 28820, 8608, 16572, 3615, 23032, 3555, 3615, 995, 9154, 16490, 1211, 6027, 2423, 9284, 6055, 3555, 3615, 11296, 4032, 32640, 19452, 44713, 9778, 3215, 10943, 11296, 8978, 2423, 957, 12, 3766, 34051, 8978, 2423, 565, 2423, 14407, 4587, 3615, 1829, 8978, 16712, 9566, 21292, 4587, 9307, 2423, 14407, 4587, 3615, 10632, 30767, 1829, 19446, 12174, 1211, 8315, 8978, 2423, 16513, 11778, 11536, 6027, 3215, 8032, 1829, 3555, 25961, 31439, 5551, 12610, 36764, 24401, 1975, 38149, 2288, 5016, 29538, 27188, 4117, 25720, 9154, 2423, 13910, 2539, 9154, 6225, 42213, 10632, 16712, 3615, 19528, 2423, 13910, 6156, 3615, 20292, 995, 24976, 40448, 5718, 118], "avg_logprob": -0.10251266690524849, "compression_ratio": 1.9014084507042253, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 375.7, "end": 375.98, "word": "هذه", "probability": 0.92333984375}, {"start": 375.98, "end": 376.26, "word": " كتير", "probability": 0.8995768229166666}, {"start": 376.26, "end": 376.8, "word": " الحقيقة", "probability": 0.9884440104166666}, {"start": 376.8, "end": 377.38, "word": " ممكن", "probability": 0.992431640625}, {"start": 377.38, "end": 377.86, "word": " تستخدم", "probability": 0.98681640625}, {"start": 377.86, "end": 378.2, "word": " بشكل", "probability": 0.990234375}, {"start": 378.2, "end": 378.4, "word": " سريع", "probability": 0.98828125}, {"start": 378.4, "end": 378.48, "word": " أو", "probability": 0.90625}, {"start": 378.48, "end": 378.88, "word": " تتعلم", "probability": 0.947998046875}, {"start": 378.88, "end": 379.34, "word": " بشكل", "probability": 0.9925130208333334}, {"start": 379.34, "end": 380.02, "word": " سريع", "probability": 0.9934895833333334}, {"start": 380.02, "end": 380.48, "word": " وحنشوف", "probability": 0.828125}, {"start": 380.48, "end": 380.76, "word": " لكيف", "probability": 0.8416341145833334}, {"start": 380.76, "end": 381.12, "word": " تتعلم", "probability": 0.951904296875}, {"start": 381.12, "end": 381.46, "word": " بشكل", "probability": 0.9920247395833334}, {"start": 381.46, "end": 381.76, "word": " سريع", "probability": 0.9873046875}, {"start": 381.76, "end": 382.02, "word": " طبعا", "probability": 0.97998046875}, {"start": 382.02, "end": 382.16, "word": " من", "probability": 0.429931640625}, {"start": 382.16, "end": 382.38, "word": " خلال", "probability": 0.9939778645833334}, {"start": 382.38, "end": 382.52, "word": " ال", "probability": 0.87939453125}, {"start": 382.52, "end": 382.78, "word": " algorithm", "probability": 0.86767578125}, {"start": 382.78, "end": 383.3, "word": " تبعها", "probability": 0.8253173828125}, {"start": 383.3, "end": 384.06, "word": " ويمكن", "probability": 0.9612630208333334}, {"start": 384.06, "end": 384.84, "word": " استخدامها", "probability": 0.97099609375}, {"start": 384.84, "end": 385.52, "word": " في", "probability": 0.96875}, {"start": 385.52, "end": 386.62, "word": " ال", "probability": 0.96044921875}, {"start": 386.62, "end": 386.84, "word": " real", "probability": 0.84716796875}, {"start": 386.84, "end": 387.26, "word": "-time", "probability": 0.85546875}, {"start": 387.26, "end": 387.5, "word": " أو", "probability": 0.66064453125}, {"start": 387.5, "end": 387.68, "word": " في", "probability": 0.93994140625}, {"start": 387.68, "end": 387.86, "word": " ال", "probability": 0.98876953125}, {"start": 387.86, "end": 388.08, "word": " time", "probability": 0.6923828125}, {"start": 388.08, "end": 389.06, "word": " الواقعي", "probability": 0.9478515625}, {"start": 389.06, "end": 389.26, "word": " في", "probability": 0.65478515625}, {"start": 389.26, "end": 390.08, "word": " التطبيقات", "probability": 0.937890625}, {"start": 390.08, "end": 390.58, "word": " الواقعية", "probability": 0.9919921875}, {"start": 390.58, "end": 391.02, "word": " زي", "probability": 0.77392578125}, {"start": 391.02, "end": 391.08, "word": " ما", "probability": 0.98193359375}, {"start": 391.08, "end": 391.22, "word": " قلنا", "probability": 0.9303385416666666}, {"start": 391.22, "end": 391.3, "word": " في", "probability": 0.8623046875}, {"start": 391.3, "end": 391.38, "word": " ال", "probability": 0.59326171875}, {"start": 391.38, "end": 391.76, "word": " 49", "probability": 0.57177734375}, {"start": 391.76, "end": 392.32, "word": " دونالد", "probability": 0.7984619140625}, {"start": 392.32, "end": 392.58, "word": " هيب", "probability": 0.81298828125}, {"start": 392.58, "end": 393.06, "word": " كان", "probability": 0.96240234375}, {"start": 393.06, "end": 393.22, "word": " هو", "probability": 0.99169921875}, {"start": 393.22, "end": 393.44, "word": " أول", "probability": 0.83447265625}, {"start": 393.44, "end": 393.66, "word": " واحد", "probability": 0.99169921875}, {"start": 393.66, "end": 394.12, "word": " اقترح", "probability": 0.95654296875}, {"start": 394.12, "end": 394.56, "word": " هذه", "probability": 0.96728515625}, {"start": 394.56, "end": 395.06, "word": " الفكرة", "probability": 0.994140625}, {"start": 395.06, "end": 395.52, "word": " من", "probability": 0.99560546875}, {"start": 395.52, "end": 395.64, "word": " ال", "probability": 0.9638671875}, {"start": 395.64, "end": 396.02, "word": " biological", "probability": 0.97216796875}, {"start": 396.02, "end": 396.76, "word": " learning", "probability": 0.943359375}, {"start": 396.76, "end": 397.1, "word": " من", "probability": 0.93310546875}, {"start": 397.1, "end": 397.42, "word": " عملية", "probability": 0.97412109375}, {"start": 397.42, "end": 397.86, "word": " التعلم", "probability": 0.9560546875}, {"start": 397.86, "end": 398.02, "word": " ال", "probability": 0.94775390625}, {"start": 398.02, "end": 398.34, "word": " biological", "probability": 0.29296875}, {"start": 398.34, "end": 398.78, "word": " فعليا", "probability": 0.8472900390625}, {"start": 398.78, "end": 399.32, "word": " للدماغ", "probability": 0.91064453125}], "temperature": 1.0}, {"id": 18, "seek": 42440, "start": 399.6, "end": 424.4, "text": "و حاول على اعتباره ان هو له علاقة بعلم النفس او بالطب النفسي فهو biological اكتر من engineering الحقيقة لكن طلعنا هذه القانون او قانون معين القانون المعين هذا احنا لاحقا او المهندسين لاحقا و العلميين لاحقا ترجموه لمعادلات رياضية لو انا اتكلم عن ال AI الحقيقة هو هندسة على الرياضيات", "tokens": [2407, 11331, 995, 12610, 15844, 1975, 34268, 3555, 9640, 3224, 16472, 31439, 46740, 11203, 995, 28671, 45030, 19528, 28239, 36178, 1975, 2407, 20666, 9566, 3555, 28239, 36178, 1829, 6156, 3224, 2407, 13910, 1975, 4117, 2655, 2288, 9154, 7043, 21542, 38436, 28671, 44381, 23032, 1211, 3615, 8315, 29538, 25062, 7649, 11536, 1975, 2407, 12174, 7649, 11536, 20449, 9957, 25062, 7649, 11536, 9673, 3615, 9957, 23758, 1975, 5016, 8315, 20193, 5016, 4587, 995, 1975, 2407, 9673, 3224, 41260, 3794, 9957, 20193, 5016, 4587, 995, 4032, 18863, 19528, 1829, 9957, 20193, 5016, 4587, 995, 6055, 47341, 2304, 2407, 3224, 32767, 3615, 18513, 1211, 9307, 12602, 1829, 46958, 10632, 45164, 1975, 8315, 1975, 2655, 4117, 19528, 18871, 2423, 7318, 21542, 38436, 28671, 31439, 8032, 41260, 3794, 3660, 15844, 2423, 16572, 46958, 1829, 9307], "avg_logprob": -0.13137018841046552, "compression_ratio": 1.956, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 399.6, "end": 400.06, "word": "و", "probability": 0.97216796875}, {"start": 400.06, "end": 400.78, "word": " حاول", "probability": 0.8868815104166666}, {"start": 400.78, "end": 400.96, "word": " على", "probability": 0.904296875}, {"start": 400.96, "end": 401.34, "word": " اعتباره", "probability": 0.90029296875}, {"start": 401.34, "end": 401.38, "word": " ان", "probability": 0.6328125}, {"start": 401.38, "end": 401.66, "word": " هو", "probability": 0.796875}, {"start": 401.66, "end": 403.66, "word": " له", "probability": 0.089111328125}, {"start": 403.66, "end": 403.98, "word": " علاقة", "probability": 0.9720052083333334}, {"start": 403.98, "end": 404.26, "word": " بعلم", "probability": 0.9013671875}, {"start": 404.26, "end": 404.54, "word": " النفس", "probability": 0.953857421875}, {"start": 404.54, "end": 404.74, "word": " او", "probability": 0.79541015625}, {"start": 404.74, "end": 405.4, "word": " بالطب", "probability": 0.8408203125}, {"start": 405.4, "end": 406.0, "word": " النفسي", "probability": 0.8505859375}, {"start": 406.0, "end": 407.46, "word": " فهو", "probability": 0.9427083333333334}, {"start": 407.46, "end": 408.0, "word": " biological", "probability": 0.94091796875}, {"start": 408.0, "end": 408.46, "word": " اكتر", "probability": 0.8912353515625}, {"start": 408.46, "end": 408.62, "word": " من", "probability": 0.99169921875}, {"start": 408.62, "end": 409.22, "word": " engineering", "probability": 0.68115234375}, {"start": 409.22, "end": 409.88, "word": " الحقيقة", "probability": 0.9816080729166666}, {"start": 409.88, "end": 410.82, "word": " لكن", "probability": 0.7685546875}, {"start": 410.82, "end": 411.48, "word": " طلعنا", "probability": 0.8475341796875}, {"start": 411.48, "end": 411.78, "word": " هذه", "probability": 0.96875}, {"start": 411.78, "end": 412.34, "word": " القانون", "probability": 0.9822591145833334}, {"start": 412.34, "end": 412.8, "word": " او", "probability": 0.878173828125}, {"start": 412.8, "end": 413.24, "word": " قانون", "probability": 0.98583984375}, {"start": 413.24, "end": 413.82, "word": " معين", "probability": 0.984619140625}, {"start": 413.82, "end": 414.52, "word": " القانون", "probability": 0.8619791666666666}, {"start": 414.52, "end": 414.84, "word": " المعين", "probability": 0.9816080729166666}, {"start": 414.84, "end": 415.0, "word": " هذا", "probability": 0.312744140625}, {"start": 415.0, "end": 415.28, "word": " احنا", "probability": 0.9580078125}, {"start": 415.28, "end": 415.86, "word": " لاحقا", "probability": 0.9605712890625}, {"start": 415.86, "end": 416.02, "word": " او", "probability": 0.935791015625}, {"start": 416.02, "end": 416.7, "word": " المهندسين", "probability": 0.99111328125}, {"start": 416.7, "end": 417.8, "word": " لاحقا", "probability": 0.9434814453125}, {"start": 417.8, "end": 418.08, "word": " و", "probability": 0.468017578125}, {"start": 418.08, "end": 418.64, "word": " العلميين", "probability": 0.9034423828125}, {"start": 418.64, "end": 419.02, "word": " لاحقا", "probability": 0.9071044921875}, {"start": 419.02, "end": 419.88, "word": " ترجموه", "probability": 0.889794921875}, {"start": 419.88, "end": 420.76, "word": " لمعادلات", "probability": 0.93994140625}, {"start": 420.76, "end": 421.6, "word": " رياضية", "probability": 0.974609375}, {"start": 421.6, "end": 422.16, "word": " لو", "probability": 0.8408203125}, {"start": 422.16, "end": 422.24, "word": " انا", "probability": 0.722412109375}, {"start": 422.24, "end": 422.42, "word": " اتكلم", "probability": 0.9407958984375}, {"start": 422.42, "end": 422.56, "word": " عن", "probability": 0.98779296875}, {"start": 422.56, "end": 422.64, "word": " ال", "probability": 0.93310546875}, {"start": 422.64, "end": 422.84, "word": " AI", "probability": 0.91064453125}, {"start": 422.84, "end": 423.22, "word": " الحقيقة", "probability": 0.9736328125}, {"start": 423.22, "end": 423.36, "word": " هو", "probability": 0.94970703125}, {"start": 423.36, "end": 423.7, "word": " هندسة", "probability": 0.9071044921875}, {"start": 423.7, "end": 423.84, "word": " على", "probability": 0.8701171875}, {"start": 423.84, "end": 424.4, "word": " الرياضيات", "probability": 0.8951171875}], "temperature": 1.0}, {"id": 19, "seek": 45417, "start": 425.49, "end": 454.17, "text": "الاتنين اشتغلوا في بعض وإن كانت مقدماتها كانت رياضيات اكتر Mathematics فدونالد هيب بالحقيقة كل الفكرة تبعته او النظرية اللي بناء عليها بدأت كل هذه .. كل هذا الشغل في ال unsupervised كان بيقول انه if neuron I is near enough to excite neuron J and repeatedly بمعنى ان لو عندي نيرون أولى خلينا نسميها I نيرون تانية نسميها", "tokens": [6027, 9307, 1863, 9957, 1975, 8592, 2655, 17082, 1211, 14407, 8978, 45030, 11242, 4032, 28814, 1863, 25961, 2655, 3714, 28543, 2304, 9307, 11296, 25961, 2655, 12602, 1829, 46958, 1829, 9307, 1975, 4117, 2655, 2288, 15776, 37541, 6156, 3215, 11536, 6027, 3215, 39896, 3555, 20666, 5016, 38436, 28671, 28242, 27188, 4117, 25720, 6055, 3555, 34268, 3224, 1975, 2407, 28239, 19913, 2288, 10632, 13672, 1829, 44945, 16606, 25894, 11296, 47525, 10721, 2655, 28242, 29538, 4386, 28242, 23758, 25124, 17082, 1211, 8978, 2423, 2693, 12879, 24420, 25961, 4724, 1829, 39648, 16472, 3224, 498, 34090, 286, 307, 2651, 1547, 281, 1624, 642, 34090, 508, 293, 18227, 4724, 2304, 3615, 1863, 7578, 16472, 45164, 18871, 16254, 8717, 13546, 11536, 5551, 12610, 7578, 16490, 20292, 8315, 8717, 38251, 1829, 11296, 286, 8717, 13546, 11536, 6055, 7649, 10632, 8717, 38251, 1829, 11296], "avg_logprob": -0.1627987075377913, "compression_ratio": 1.6437908496732025, "no_speech_prob": 3.159046173095703e-06, "words": [{"start": 425.49, "end": 426.33, "word": "الاتنين", "probability": 0.9239501953125}, {"start": 426.33, "end": 426.95, "word": " اشتغلوا", "probability": 0.9364420572916666}, {"start": 426.95, "end": 427.01, "word": " في", "probability": 0.88525390625}, {"start": 427.01, "end": 427.19, "word": " بعض", "probability": 0.97900390625}, {"start": 427.19, "end": 427.41, "word": " وإن", "probability": 0.7967122395833334}, {"start": 427.41, "end": 427.85, "word": " كانت", "probability": 0.969970703125}, {"start": 427.85, "end": 428.61, "word": " مقدماتها", "probability": 0.9154296875}, {"start": 428.61, "end": 428.85, "word": " كانت", "probability": 0.9345703125}, {"start": 428.85, "end": 429.31, "word": " رياضيات", "probability": 0.97998046875}, {"start": 429.31, "end": 429.61, "word": " اكتر", "probability": 0.9012451171875}, {"start": 429.61, "end": 430.47, "word": " Mathematics", "probability": 0.6453857421875}, {"start": 430.47, "end": 431.75, "word": " فدونالد", "probability": 0.7699951171875}, {"start": 431.75, "end": 431.93, "word": " هيب", "probability": 0.81640625}, {"start": 431.93, "end": 432.53, "word": " بالحقيقة", "probability": 0.84552001953125}, {"start": 432.53, "end": 433.03, "word": " كل", "probability": 0.92919921875}, {"start": 433.03, "end": 433.43, "word": " الفكرة", "probability": 0.9845377604166666}, {"start": 433.43, "end": 433.97, "word": " تبعته", "probability": 0.873291015625}, {"start": 433.97, "end": 434.49, "word": " او", "probability": 0.763671875}, {"start": 434.49, "end": 435.11, "word": " النظرية", "probability": 0.9715576171875}, {"start": 435.11, "end": 435.41, "word": " اللي", "probability": 0.737060546875}, {"start": 435.41, "end": 435.67, "word": " بناء", "probability": 0.85205078125}, {"start": 435.67, "end": 435.97, "word": " عليها", "probability": 0.966796875}, {"start": 435.97, "end": 436.49, "word": " بدأت", "probability": 0.98388671875}, {"start": 436.49, "end": 436.85, "word": " كل", "probability": 0.96533203125}, {"start": 436.85, "end": 437.27, "word": " هذه", "probability": 0.410888671875}, {"start": 437.27, "end": 437.45, "word": " ..", "probability": 0.6767578125}, {"start": 437.45, "end": 437.59, "word": " كل", "probability": 0.82958984375}, {"start": 437.59, "end": 437.81, "word": " هذا", "probability": 0.94677734375}, {"start": 437.81, "end": 438.13, "word": " الشغل", "probability": 0.9899088541666666}, {"start": 438.13, "end": 438.23, "word": " في", "probability": 0.798828125}, {"start": 438.23, "end": 438.29, "word": " ال", "probability": 0.86279296875}, {"start": 438.29, "end": 438.85, "word": " unsupervised", "probability": 0.8299153645833334}, {"start": 438.85, "end": 439.11, "word": " كان", "probability": 0.97314453125}, {"start": 439.11, "end": 439.45, "word": " بيقول", "probability": 0.9920247395833334}, {"start": 439.45, "end": 440.67, "word": " انه", "probability": 0.6531982421875}, {"start": 440.67, "end": 441.01, "word": " if", "probability": 0.85791015625}, {"start": 441.01, "end": 441.67, "word": " neuron", "probability": 0.66845703125}, {"start": 441.67, "end": 442.33, "word": " I", "probability": 0.7275390625}, {"start": 442.33, "end": 443.31, "word": " is", "probability": 0.94482421875}, {"start": 443.31, "end": 443.73, "word": " near", "probability": 0.9228515625}, {"start": 443.73, "end": 444.13, "word": " enough", "probability": 0.90576171875}, {"start": 444.13, "end": 444.43, "word": " to", "probability": 0.97998046875}, {"start": 444.43, "end": 445.05, "word": " excite", "probability": 0.9873046875}, {"start": 445.05, "end": 445.49, "word": " neuron", "probability": 0.8779296875}, {"start": 445.49, "end": 445.87, "word": " J", "probability": 0.7939453125}, {"start": 445.87, "end": 446.65, "word": " and", "probability": 0.92236328125}, {"start": 446.65, "end": 447.27, "word": " repeatedly", "probability": 0.70166015625}, {"start": 447.27, "end": 448.57, "word": " بمعنى", "probability": 0.969140625}, {"start": 448.57, "end": 448.93, "word": " ان", "probability": 0.80078125}, {"start": 448.93, "end": 449.13, "word": " لو", "probability": 0.7734375}, {"start": 449.13, "end": 449.49, "word": " عندي", "probability": 0.61553955078125}, {"start": 449.49, "end": 450.39, "word": " نيرون", "probability": 0.66943359375}, {"start": 450.39, "end": 450.93, "word": " أولى", "probability": 0.8543294270833334}, {"start": 450.93, "end": 451.33, "word": " خلينا", "probability": 0.8385416666666666}, {"start": 451.33, "end": 451.73, "word": " نسميها", "probability": 0.965576171875}, {"start": 451.73, "end": 452.03, "word": " I", "probability": 0.98291015625}, {"start": 452.03, "end": 452.83, "word": " نيرون", "probability": 0.9215494791666666}, {"start": 452.83, "end": 453.59, "word": " تانية", "probability": 0.87060546875}, {"start": 453.59, "end": 454.17, "word": " نسميها", "probability": 0.878173828125}], "temperature": 1.0}, {"id": 20, "seek": 47367, "start": 455.07, "end": 473.67, "text": "J بقدر أقول and repeatedly participates in its activation إذا كان والله وجدنا إن ال activation بتاعة I و J هم دائما متساويتين بمعنى كل ما كانت هذه I هي", "tokens": [41, 4724, 28543, 2288, 5551, 39648, 293, 18227, 3421, 1024, 294, 1080, 24433, 11933, 15730, 25961, 16070, 43761, 49610, 3215, 8315, 36145, 2423, 24433, 39894, 995, 27884, 286, 4032, 508, 8032, 2304, 11778, 16373, 15042, 44650, 3794, 995, 45865, 2655, 9957, 4724, 2304, 3615, 1863, 7578, 28242, 19446, 25961, 2655, 29538, 286, 39896], "avg_logprob": -0.18012152943346235, "compression_ratio": 1.311377245508982, "no_speech_prob": 2.4557113647460938e-05, "words": [{"start": 455.07, "end": 455.53, "word": "J", "probability": 0.09722900390625}, {"start": 455.53, "end": 456.53, "word": " بقدر", "probability": 0.9645182291666666}, {"start": 456.53, "end": 456.89, "word": " أقول", "probability": 0.76318359375}, {"start": 456.89, "end": 457.47, "word": " and", "probability": 0.748046875}, {"start": 457.47, "end": 457.95, "word": " repeatedly", "probability": 0.6689453125}, {"start": 457.95, "end": 460.79, "word": " participates", "probability": 0.959716796875}, {"start": 460.79, "end": 461.25, "word": " in", "probability": 0.95556640625}, {"start": 461.25, "end": 461.45, "word": " its", "probability": 0.84912109375}, {"start": 461.45, "end": 462.25, "word": " activation", "probability": 0.9716796875}, {"start": 462.25, "end": 462.75, "word": " إذا", "probability": 0.845703125}, {"start": 462.75, "end": 462.97, "word": " كان", "probability": 0.9677734375}, {"start": 462.97, "end": 463.27, "word": " والله", "probability": 0.80419921875}, {"start": 463.27, "end": 463.91, "word": " وجدنا", "probability": 0.9431966145833334}, {"start": 463.91, "end": 464.45, "word": " إن", "probability": 0.437744140625}, {"start": 464.45, "end": 464.57, "word": " ال", "probability": 0.95166015625}, {"start": 464.57, "end": 465.05, "word": " activation", "probability": 0.96337890625}, {"start": 465.05, "end": 465.49, "word": " بتاعة", "probability": 0.8678385416666666}, {"start": 465.49, "end": 465.89, "word": " I", "probability": 0.9541015625}, {"start": 465.89, "end": 466.33, "word": " و", "probability": 0.88134765625}, {"start": 466.33, "end": 467.03, "word": " J", "probability": 0.5126953125}, {"start": 467.03, "end": 467.73, "word": " هم", "probability": 0.769775390625}, {"start": 467.73, "end": 468.77, "word": " دائما", "probability": 0.9392903645833334}, {"start": 468.77, "end": 470.71, "word": " متساويتين", "probability": 0.9330240885416666}, {"start": 470.71, "end": 471.13, "word": " بمعنى", "probability": 0.91513671875}, {"start": 471.13, "end": 471.33, "word": " كل", "probability": 0.97216796875}, {"start": 471.33, "end": 471.51, "word": " ما", "probability": 0.94189453125}, {"start": 471.51, "end": 471.85, "word": " كانت", "probability": 0.960693359375}, {"start": 471.85, "end": 472.25, "word": " هذه", "probability": 0.875}, {"start": 472.25, "end": 472.97, "word": " I", "probability": 0.986328125}, {"start": 472.97, "end": 473.67, "word": " هي", "probability": 0.916015625}], "temperature": 1.0}, {"id": 21, "seek": 49966, "start": 474.32, "end": 499.66, "text": "high حلجي j high برضه كل ما كانت هذه low هذه حلجيها low بمعنى انه دائما I و J متشابهات فبقدر اقول انه اذا I فعلا قريبة بشكل كافي ان هي دائما تعمل excitation ل J كل ما كانت هي excited بمعنى كل ما كانت هي مخدة activation عالية", "tokens": [21454, 11331, 1211, 7435, 1829, 361, 1090, 4724, 43042, 3224, 28242, 19446, 25961, 2655, 29538, 2295, 29538, 11331, 1211, 7435, 1829, 11296, 2295, 4724, 2304, 3615, 1863, 7578, 16472, 3224, 11778, 16373, 15042, 286, 4032, 508, 44650, 8592, 16758, 3224, 9307, 6156, 3555, 28543, 2288, 1975, 39648, 16472, 3224, 1975, 15730, 286, 6156, 3615, 15040, 12174, 16572, 49401, 4724, 8592, 28820, 9122, 31845, 1829, 16472, 39896, 11778, 16373, 15042, 6055, 25957, 1211, 1624, 4614, 5296, 508, 28242, 19446, 25961, 2655, 39896, 2919, 4724, 2304, 3615, 1863, 7578, 28242, 19446, 25961, 2655, 39896, 3714, 9778, 41891, 24433, 6225, 6027, 10632], "avg_logprob": -0.15421875044703484, "compression_ratio": 1.778894472361809, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 474.32, "end": 474.76, "word": "high", "probability": 0.65380859375}, {"start": 474.76, "end": 475.64, "word": " حلجي", "probability": 0.58001708984375}, {"start": 475.64, "end": 476.24, "word": " j", "probability": 0.3291015625}, {"start": 476.24, "end": 476.74, "word": " high", "probability": 0.880859375}, {"start": 476.74, "end": 477.16, "word": " برضه", "probability": 0.95263671875}, {"start": 477.16, "end": 477.48, "word": " كل", "probability": 0.5634765625}, {"start": 477.48, "end": 477.56, "word": " ما", "probability": 0.6552734375}, {"start": 477.56, "end": 477.82, "word": " كانت", "probability": 0.96533203125}, {"start": 477.82, "end": 478.0, "word": " هذه", "probability": 0.6865234375}, {"start": 478.0, "end": 478.26, "word": " low", "probability": 0.97216796875}, {"start": 478.26, "end": 478.64, "word": " هذه", "probability": 0.5859375}, {"start": 478.64, "end": 479.12, "word": " حلجيها", "probability": 0.9572265625}, {"start": 479.12, "end": 479.36, "word": " low", "probability": 0.984375}, {"start": 479.36, "end": 480.24, "word": " بمعنى", "probability": 0.965625}, {"start": 480.24, "end": 481.08, "word": " انه", "probability": 0.7255859375}, {"start": 481.08, "end": 481.74, "word": " دائما", "probability": 0.9215494791666666}, {"start": 481.74, "end": 483.92, "word": " I", "probability": 0.38330078125}, {"start": 483.92, "end": 484.38, "word": " و", "probability": 0.8291015625}, {"start": 484.38, "end": 484.64, "word": " J", "probability": 0.61181640625}, {"start": 484.64, "end": 485.8, "word": " متشابهات", "probability": 0.986328125}, {"start": 485.8, "end": 486.44, "word": " فبقدر", "probability": 0.96044921875}, {"start": 486.44, "end": 486.6, "word": " اقول", "probability": 0.739990234375}, {"start": 486.6, "end": 486.82, "word": " انه", "probability": 0.7607421875}, {"start": 486.82, "end": 487.0, "word": " اذا", "probability": 0.87158203125}, {"start": 487.0, "end": 487.32, "word": " I", "probability": 0.974609375}, {"start": 487.32, "end": 487.78, "word": " فعلا", "probability": 0.9251302083333334}, {"start": 487.78, "end": 488.98, "word": " قريبة", "probability": 0.9752604166666666}, {"start": 488.98, "end": 489.84, "word": " بشكل", "probability": 0.9939778645833334}, {"start": 489.84, "end": 490.4, "word": " كافي", "probability": 0.9723307291666666}, {"start": 490.4, "end": 490.58, "word": " ان", "probability": 0.88623046875}, {"start": 490.58, "end": 490.8, "word": " هي", "probability": 0.916015625}, {"start": 490.8, "end": 491.26, "word": " دائما", "probability": 0.785888671875}, {"start": 491.26, "end": 491.66, "word": " تعمل", "probability": 0.9778645833333334}, {"start": 491.66, "end": 492.6, "word": " excitation", "probability": 0.7939453125}, {"start": 492.6, "end": 493.06, "word": " ل", "probability": 0.96337890625}, {"start": 493.06, "end": 493.36, "word": " J", "probability": 0.417236328125}, {"start": 493.36, "end": 493.84, "word": " كل", "probability": 0.9296875}, {"start": 493.84, "end": 494.02, "word": " ما", "probability": 0.91943359375}, {"start": 494.02, "end": 494.36, "word": " كانت", "probability": 0.99267578125}, {"start": 494.36, "end": 494.48, "word": " هي", "probability": 0.87255859375}, {"start": 494.48, "end": 495.08, "word": " excited", "probability": 0.97216796875}, {"start": 495.08, "end": 495.92, "word": " بمعنى", "probability": 0.96025390625}, {"start": 495.92, "end": 496.1, "word": " كل", "probability": 0.97021484375}, {"start": 496.1, "end": 496.24, "word": " ما", "probability": 0.9755859375}, {"start": 496.24, "end": 496.48, "word": " كانت", "probability": 0.992919921875}, {"start": 496.48, "end": 496.68, "word": " هي", "probability": 0.93310546875}, {"start": 496.68, "end": 497.74, "word": " مخدة", "probability": 0.8787434895833334}, {"start": 497.74, "end": 498.48, "word": " activation", "probability": 0.958984375}, {"start": 498.48, "end": 499.66, "word": " عالية", "probability": 0.9894205729166666}], "temperature": 1.0}, {"id": 22, "seek": 51771, "start": 500.61, "end": 517.71, "text": "بنجد ان ال j برضه ماخدة activation عالية فبنقدر نقول ان هي مشتركين في ال activation بتاعتهم ف ال synaptic connection between these two او them فإذا ال connection between them اللي هي سمنها ال .. ال synaptic connection", "tokens": [3555, 1863, 7435, 3215, 16472, 2423, 361, 4724, 43042, 3224, 3714, 47283, 41891, 24433, 6225, 6027, 10632, 6156, 3555, 1863, 28543, 2288, 8717, 39648, 16472, 39896, 37893, 2655, 31747, 9957, 8978, 2423, 24433, 39894, 995, 34268, 16095, 6156, 2423, 5451, 2796, 299, 4984, 1296, 613, 732, 1975, 2407, 552, 6156, 28814, 15730, 2423, 4984, 1296, 552, 13672, 1829, 39896, 8608, 27842, 11296, 2423, 4386, 2423, 5451, 2796, 299, 4984], "avg_logprob": -0.17834821215697697, "compression_ratio": 1.6408839779005524, "no_speech_prob": 1.0132789611816406e-06, "words": [{"start": 500.61, "end": 501.13, "word": "بنجد", "probability": 0.9117431640625}, {"start": 501.13, "end": 501.31, "word": " ان", "probability": 0.36962890625}, {"start": 501.31, "end": 501.49, "word": " ال", "probability": 0.759765625}, {"start": 501.49, "end": 501.71, "word": " j", "probability": 0.400634765625}, {"start": 501.71, "end": 502.07, "word": " برضه", "probability": 0.9654947916666666}, {"start": 502.07, "end": 502.37, "word": " ماخدة", "probability": 0.8460286458333334}, {"start": 502.37, "end": 502.79, "word": " activation", "probability": 0.982421875}, {"start": 502.79, "end": 503.35, "word": " عالية", "probability": 0.9860026041666666}, {"start": 503.35, "end": 504.79, "word": " فبنقدر", "probability": 0.9021484375}, {"start": 504.79, "end": 505.01, "word": " نقول", "probability": 0.98974609375}, {"start": 505.01, "end": 505.13, "word": " ان", "probability": 0.5810546875}, {"start": 505.13, "end": 505.29, "word": " هي", "probability": 0.52490234375}, {"start": 505.29, "end": 506.15, "word": " مشتركين", "probability": 0.9036865234375}, {"start": 506.15, "end": 506.37, "word": " في", "probability": 0.96337890625}, {"start": 506.37, "end": 506.49, "word": " ال", "probability": 0.97265625}, {"start": 506.49, "end": 506.97, "word": " activation", "probability": 0.98046875}, {"start": 506.97, "end": 507.61, "word": " بتاعتهم", "probability": 0.9256591796875}, {"start": 507.61, "end": 507.97, "word": " ف", "probability": 0.78369140625}, {"start": 507.97, "end": 508.21, "word": " ال", "probability": 0.6337890625}, {"start": 508.21, "end": 508.81, "word": " synaptic", "probability": 0.8522135416666666}, {"start": 508.81, "end": 509.53, "word": " connection", "probability": 0.89501953125}, {"start": 509.53, "end": 509.95, "word": " between", "probability": 0.9375}, {"start": 509.95, "end": 510.61, "word": " these", "probability": 0.382080078125}, {"start": 510.61, "end": 510.95, "word": " two", "probability": 0.857421875}, {"start": 510.95, "end": 511.23, "word": " او", "probability": 0.8310546875}, {"start": 511.23, "end": 511.63, "word": " them", "probability": 0.94482421875}, {"start": 511.63, "end": 512.69, "word": " فإذا", "probability": 0.7648111979166666}, {"start": 512.69, "end": 512.81, "word": " ال", "probability": 0.9677734375}, {"start": 512.81, "end": 513.21, "word": " connection", "probability": 0.9404296875}, {"start": 513.21, "end": 513.57, "word": " between", "probability": 0.94482421875}, {"start": 513.57, "end": 513.97, "word": " them", "probability": 0.94287109375}, {"start": 513.97, "end": 514.27, "word": " اللي", "probability": 0.936767578125}, {"start": 514.27, "end": 514.43, "word": " هي", "probability": 0.73974609375}, {"start": 514.43, "end": 514.97, "word": " سمنها", "probability": 0.8597005208333334}, {"start": 514.97, "end": 515.69, "word": " ال", "probability": 0.91259765625}, {"start": 515.69, "end": 516.01, "word": " ..", "probability": 0.36865234375}, {"start": 516.01, "end": 516.51, "word": " ال", "probability": 0.833984375}, {"start": 516.51, "end": 517.03, "word": " synaptic", "probability": 0.958984375}, {"start": 517.03, "end": 517.71, "word": " connection", "probability": 0.90966796875}], "temperature": 1.0}, {"id": 23, "seek": 54486, "start": 518.62, "end": 544.86, "text": "زي ال .. ما اتكلمنا في ال biological أنوتومي المرة السابقة .. المرات السابقة فبنقدر نقول ان في الحالة هذه العلاقة بينهم بقدر اقول بين ال two هي strong فبقدر اعليها اقويها ليش؟ لأن في ال observations تبعتنا وجدنا ان كل ما I high J معها high معنا ذلك انه", "tokens": [11622, 1829, 2423, 4386, 19446, 1975, 2655, 4117, 19528, 8315, 8978, 2423, 13910, 14739, 35473, 20498, 1829, 9673, 25720, 21136, 16758, 28671, 4386, 9673, 2288, 9307, 21136, 16758, 28671, 6156, 3555, 1863, 28543, 2288, 8717, 39648, 16472, 8978, 21542, 6027, 3660, 29538, 18863, 15040, 28671, 49374, 16095, 4724, 28543, 2288, 1975, 39648, 49374, 2423, 732, 39896, 2068, 6156, 3555, 28543, 2288, 1975, 3615, 20292, 11296, 1975, 4587, 45865, 11296, 32239, 8592, 22807, 5296, 33456, 8978, 2423, 18163, 6055, 3555, 34268, 8315, 49610, 3215, 8315, 16472, 28242, 19446, 286, 1090, 508, 20449, 11296, 1090, 20449, 8315, 29910, 23275, 16472, 3224], "avg_logprob": -0.17093749433755875, "compression_ratio": 1.7826086956521738, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 518.62, "end": 519.1, "word": "زي", "probability": 0.873046875}, {"start": 519.1, "end": 519.58, "word": " ال", "probability": 0.357666015625}, {"start": 519.58, "end": 520.06, "word": " ..", "probability": 0.79345703125}, {"start": 520.06, "end": 521.0, "word": " ما", "probability": 0.91162109375}, {"start": 521.0, "end": 521.58, "word": " اتكلمنا", "probability": 0.930859375}, {"start": 521.58, "end": 521.76, "word": " في", "probability": 0.93701171875}, {"start": 521.76, "end": 521.82, "word": " ال", "probability": 0.97314453125}, {"start": 521.82, "end": 522.32, "word": " biological", "probability": 0.80908203125}, {"start": 522.32, "end": 523.66, "word": " أنوتومي", "probability": 0.55267333984375}, {"start": 523.66, "end": 523.9, "word": " المرة", "probability": 0.904541015625}, {"start": 523.9, "end": 524.68, "word": " السابقة", "probability": 0.9775390625}, {"start": 524.68, "end": 524.78, "word": " ..", "probability": 0.497314453125}, {"start": 524.78, "end": 525.04, "word": " المرات", "probability": 0.8479817708333334}, {"start": 525.04, "end": 525.56, "word": " السابقة", "probability": 0.9969075520833334}, {"start": 525.56, "end": 526.3, "word": " فبنقدر", "probability": 0.94892578125}, {"start": 526.3, "end": 526.54, "word": " نقول", "probability": 0.947265625}, {"start": 526.54, "end": 526.64, "word": " ان", "probability": 0.426025390625}, {"start": 526.64, "end": 526.74, "word": " في", "probability": 0.7509765625}, {"start": 526.74, "end": 527.06, "word": " الحالة", "probability": 0.9454752604166666}, {"start": 527.06, "end": 527.3, "word": " هذه", "probability": 0.6552734375}, {"start": 527.3, "end": 527.94, "word": " العلاقة", "probability": 0.9529622395833334}, {"start": 527.94, "end": 528.54, "word": " بينهم", "probability": 0.984375}, {"start": 528.54, "end": 529.26, "word": " بقدر", "probability": 0.9661458333333334}, {"start": 529.26, "end": 529.6, "word": " اقول", "probability": 0.861328125}, {"start": 529.6, "end": 529.84, "word": " بين", "probability": 0.8544921875}, {"start": 529.84, "end": 529.98, "word": " ال", "probability": 0.93896484375}, {"start": 529.98, "end": 530.16, "word": " two", "probability": 0.8896484375}, {"start": 530.16, "end": 530.7, "word": " هي", "probability": 0.8564453125}, {"start": 530.7, "end": 531.58, "word": " strong", "probability": 0.955078125}, {"start": 531.58, "end": 532.76, "word": " فبقدر", "probability": 0.9765625}, {"start": 532.76, "end": 533.72, "word": " اعليها", "probability": 0.880615234375}, {"start": 533.72, "end": 534.98, "word": " اقويها", "probability": 0.81402587890625}, {"start": 534.98, "end": 535.8, "word": " ليش؟", "probability": 0.7947591145833334}, {"start": 535.8, "end": 536.1, "word": " لأن", "probability": 0.859375}, {"start": 536.1, "end": 536.78, "word": " في", "probability": 0.60498046875}, {"start": 536.78, "end": 536.88, "word": " ال", "probability": 0.94384765625}, {"start": 536.88, "end": 537.46, "word": " observations", "probability": 0.97265625}, {"start": 537.46, "end": 538.2, "word": " تبعتنا", "probability": 0.9517822265625}, {"start": 538.2, "end": 538.76, "word": " وجدنا", "probability": 0.9246419270833334}, {"start": 538.76, "end": 538.92, "word": " ان", "probability": 0.732421875}, {"start": 538.92, "end": 539.16, "word": " كل", "probability": 0.939453125}, {"start": 539.16, "end": 539.32, "word": " ما", "probability": 0.94580078125}, {"start": 539.32, "end": 539.6, "word": " I", "probability": 0.83251953125}, {"start": 539.6, "end": 540.44, "word": " high", "probability": 0.56201171875}, {"start": 540.44, "end": 541.76, "word": " J", "probability": 0.41845703125}, {"start": 541.76, "end": 542.64, "word": " معها", "probability": 0.934326171875}, {"start": 542.64, "end": 542.98, "word": " high", "probability": 0.916015625}, {"start": 542.98, "end": 543.92, "word": " معنا", "probability": 0.8232421875}, {"start": 543.92, "end": 544.34, "word": " ذلك", "probability": 0.961181640625}, {"start": 544.34, "end": 544.86, "word": " انه", "probability": 0.856201171875}], "temperature": 1.0}, {"id": 24, "seek": 56997, "start": 545.45, "end": 569.97, "text": "بدي افهم انه دائما الاتنين هدوله اقرب enough انه واحدة منهم excited معناته التانية بده يصيرلها excitation التانية بده يصيرلها excitation او تتفعل كل ما واحدة منهم اتفعلت التانية هتتفعل معناه ذلك ان ال connection between them high عشان اضمن انه لو هذه صارلها excitation لاحقا اكيد j بده يصيرلها excitation فهذه ارتباط حقيقة", "tokens": [3555, 16254, 1975, 5172, 16095, 16472, 3224, 11778, 16373, 15042, 2423, 9307, 1863, 9957, 8032, 3215, 12610, 3224, 1975, 4587, 25513, 1547, 16472, 3224, 36764, 24401, 3660, 9154, 16095, 2919, 20449, 8315, 47395, 16712, 7649, 10632, 47525, 3224, 7251, 9381, 13546, 1211, 11296, 1624, 4614, 16712, 7649, 10632, 47525, 3224, 7251, 9381, 13546, 1211, 11296, 1624, 4614, 1975, 2407, 6055, 2655, 5172, 30241, 28242, 19446, 36764, 24401, 3660, 9154, 16095, 1975, 2655, 5172, 30241, 2655, 16712, 7649, 10632, 8032, 2655, 2655, 5172, 30241, 20449, 8315, 3224, 29910, 23275, 16472, 2423, 4984, 1296, 552, 1090, 6225, 8592, 7649, 1975, 11242, 27842, 16472, 3224, 45164, 29538, 20328, 9640, 1211, 11296, 1624, 4614, 20193, 5016, 4587, 995, 1975, 4117, 25708, 361, 47525, 3224, 7251, 9381, 13546, 1211, 11296, 1624, 4614, 6156, 3224, 24192, 1975, 43500, 3555, 41193, 11331, 38436, 28671], "avg_logprob": -0.1471920254221861, "compression_ratio": 2.115702479338843, "no_speech_prob": 8.940696716308594e-07, "words": [{"start": 545.45, "end": 545.79, "word": "بدي", "probability": 0.848388671875}, {"start": 545.79, "end": 546.15, "word": " افهم", "probability": 0.7467447916666666}, {"start": 546.15, "end": 546.49, "word": " انه", "probability": 0.6669921875}, {"start": 546.49, "end": 546.85, "word": " دائما", "probability": 0.9134114583333334}, {"start": 546.85, "end": 547.17, "word": " الاتنين", "probability": 0.82305908203125}, {"start": 547.17, "end": 547.55, "word": " هدوله", "probability": 0.7708740234375}, {"start": 547.55, "end": 548.63, "word": " اقرب", "probability": 0.5616861979166666}, {"start": 548.63, "end": 549.05, "word": " enough", "probability": 0.85595703125}, {"start": 549.05, "end": 549.65, "word": " انه", "probability": 0.77783203125}, {"start": 549.65, "end": 550.13, "word": " واحدة", "probability": 0.8841145833333334}, {"start": 550.13, "end": 550.37, "word": " منهم", "probability": 0.99462890625}, {"start": 550.37, "end": 550.87, "word": " excited", "probability": 0.98095703125}, {"start": 550.87, "end": 552.23, "word": " معناته", "probability": 0.7823893229166666}, {"start": 552.23, "end": 552.55, "word": " التانية", "probability": 0.93994140625}, {"start": 552.55, "end": 552.79, "word": " بده", "probability": 0.644775390625}, {"start": 552.79, "end": 553.11, "word": " يصيرلها", "probability": 0.89072265625}, {"start": 553.11, "end": 553.79, "word": " excitation", "probability": 0.7607421875}, {"start": 553.79, "end": 554.71, "word": " التانية", "probability": 0.8740234375}, {"start": 554.71, "end": 554.91, "word": " بده", "probability": 0.94384765625}, {"start": 554.91, "end": 555.25, "word": " يصيرلها", "probability": 0.99150390625}, {"start": 555.25, "end": 556.07, "word": " excitation", "probability": 0.904541015625}, {"start": 556.07, "end": 556.33, "word": " او", "probability": 0.85205078125}, {"start": 556.33, "end": 557.05, "word": " تتفعل", "probability": 0.96875}, {"start": 557.05, "end": 557.39, "word": " كل", "probability": 0.80126953125}, {"start": 557.39, "end": 557.47, "word": " ما", "probability": 0.69091796875}, {"start": 557.47, "end": 557.71, "word": " واحدة", "probability": 0.9840494791666666}, {"start": 557.71, "end": 557.83, "word": " منهم", "probability": 0.956298828125}, {"start": 557.83, "end": 558.29, "word": " اتفعلت", "probability": 0.88955078125}, {"start": 558.29, "end": 558.49, "word": " التانية", "probability": 0.9495442708333334}, {"start": 558.49, "end": 559.01, "word": " هتتفعل", "probability": 0.97685546875}, {"start": 559.01, "end": 559.33, "word": " معناه", "probability": 0.8357747395833334}, {"start": 559.33, "end": 559.49, "word": " ذلك", "probability": 0.989013671875}, {"start": 559.49, "end": 559.61, "word": " ان", "probability": 0.89453125}, {"start": 559.61, "end": 559.69, "word": " ال", "probability": 0.96923828125}, {"start": 559.69, "end": 559.99, "word": " connection", "probability": 0.921875}, {"start": 559.99, "end": 560.33, "word": " between", "probability": 0.94677734375}, {"start": 560.33, "end": 560.69, "word": " them", "probability": 0.94189453125}, {"start": 560.69, "end": 561.31, "word": " high", "probability": 0.80712890625}, {"start": 561.31, "end": 561.81, "word": " عشان", "probability": 0.98681640625}, {"start": 561.81, "end": 562.19, "word": " اضمن", "probability": 0.92236328125}, {"start": 562.19, "end": 562.61, "word": " انه", "probability": 0.93017578125}, {"start": 562.61, "end": 562.97, "word": " لو", "probability": 0.98828125}, {"start": 562.97, "end": 563.23, "word": " هذه", "probability": 0.294921875}, {"start": 563.23, "end": 563.69, "word": " صارلها", "probability": 0.9691162109375}, {"start": 563.69, "end": 564.33, "word": " excitation", "probability": 0.926513671875}, {"start": 564.33, "end": 565.07, "word": " لاحقا", "probability": 0.918701171875}, {"start": 565.07, "end": 565.73, "word": " اكيد", "probability": 0.92724609375}, {"start": 565.73, "end": 566.01, "word": " j", "probability": 0.352783203125}, {"start": 566.01, "end": 566.75, "word": " بده", "probability": 0.859375}, {"start": 566.75, "end": 567.07, "word": " يصيرلها", "probability": 0.9916015625}, {"start": 567.07, "end": 567.71, "word": " excitation", "probability": 0.93896484375}, {"start": 567.71, "end": 568.43, "word": " فهذه", "probability": 0.93017578125}, {"start": 568.43, "end": 569.43, "word": " ارتباط", "probability": 0.9810791015625}, {"start": 569.43, "end": 569.97, "word": " حقيقة", "probability": 0.9322916666666666}], "temperature": 1.0}, {"id": 25, "seek": 58939, "start": 570.73, "end": 589.39, "text": "هذا الكلام بسميه الارتباط واحدة بتعمل ال excitation للتانية فبكونوا مرتبطين ففي علاقة بينهم و العلاقة هذه بتقوى كل ما فعلا المشاهدة هذه بلاحظها بتصير باستمرار طيب ايش علاقة هبفق في نظرية زي هذه؟", "tokens": [3224, 15730, 2423, 28820, 10943, 4724, 38251, 1829, 3224, 2423, 9640, 2655, 3555, 41193, 36764, 24401, 3660, 39894, 25957, 1211, 2423, 1624, 4614, 24976, 2655, 7649, 10632, 6156, 3555, 30544, 14407, 3714, 43500, 3555, 9566, 9957, 6156, 41185, 11203, 995, 28671, 49374, 16095, 4032, 18863, 15040, 28671, 29538, 39894, 4587, 2407, 7578, 28242, 19446, 6156, 3615, 15040, 9673, 8592, 40294, 41891, 29538, 4724, 15040, 5016, 19913, 11296, 39894, 9381, 13546, 4724, 995, 14851, 29973, 9640, 23032, 1829, 3555, 1975, 1829, 8592, 11203, 995, 28671, 8032, 3555, 5172, 4587, 8978, 8717, 19913, 2288, 10632, 30767, 1829, 29538, 22807], "avg_logprob": -0.16454081875937326, "compression_ratio": 1.7079207920792079, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 570.73, "end": 571.05, "word": "هذا", "probability": 0.954345703125}, {"start": 571.05, "end": 571.47, "word": " الكلام", "probability": 0.9637044270833334}, {"start": 571.47, "end": 572.41, "word": " بسميه", "probability": 0.954345703125}, {"start": 572.41, "end": 573.15, "word": " الارتباط", "probability": 0.8751953125}, {"start": 573.15, "end": 573.85, "word": " واحدة", "probability": 0.8846028645833334}, {"start": 573.85, "end": 574.83, "word": " بتعمل", "probability": 0.8019205729166666}, {"start": 574.83, "end": 575.09, "word": " ال", "probability": 0.1551513671875}, {"start": 575.09, "end": 575.61, "word": " excitation", "probability": 0.6412353515625}, {"start": 575.61, "end": 576.37, "word": " للتانية", "probability": 0.92529296875}, {"start": 576.37, "end": 577.37, "word": " فبكونوا", "probability": 0.727294921875}, {"start": 577.37, "end": 577.95, "word": " مرتبطين", "probability": 0.9927734375}, {"start": 577.95, "end": 578.45, "word": " ففي", "probability": 0.76904296875}, {"start": 578.45, "end": 579.19, "word": " علاقة", "probability": 0.97607421875}, {"start": 579.19, "end": 579.97, "word": " بينهم", "probability": 0.98095703125}, {"start": 579.97, "end": 580.21, "word": " و", "probability": 0.395263671875}, {"start": 580.21, "end": 580.61, "word": " العلاقة", "probability": 0.93505859375}, {"start": 580.61, "end": 580.81, "word": " هذه", "probability": 0.69287109375}, {"start": 580.81, "end": 581.63, "word": " بتقوى", "probability": 0.9732666015625}, {"start": 581.63, "end": 582.05, "word": " كل", "probability": 0.9501953125}, {"start": 582.05, "end": 582.19, "word": " ما", "probability": 0.84423828125}, {"start": 582.19, "end": 582.55, "word": " فعلا", "probability": 0.8831380208333334}, {"start": 582.55, "end": 583.17, "word": " المشاهدة", "probability": 0.964111328125}, {"start": 583.17, "end": 583.59, "word": " هذه", "probability": 0.64697265625}, {"start": 583.59, "end": 584.63, "word": " بلاحظها", "probability": 0.95537109375}, {"start": 584.63, "end": 585.21, "word": " بتصير", "probability": 0.8868815104166666}, {"start": 585.21, "end": 585.97, "word": " باستمرار", "probability": 0.97578125}, {"start": 585.97, "end": 586.79, "word": " طيب", "probability": 0.91015625}, {"start": 586.79, "end": 587.17, "word": " ايش", "probability": 0.7757975260416666}, {"start": 587.17, "end": 587.53, "word": " علاقة", "probability": 0.97802734375}, {"start": 587.53, "end": 588.07, "word": " هبفق", "probability": 0.551788330078125}, {"start": 588.07, "end": 588.23, "word": " في", "probability": 0.92431640625}, {"start": 588.23, "end": 588.71, "word": " نظرية", "probability": 0.9908447265625}, {"start": 588.71, "end": 588.91, "word": " زي", "probability": 0.94482421875}, {"start": 588.91, "end": 589.39, "word": " هذه؟", "probability": 0.9375}], "temperature": 1.0}, {"id": 26, "seek": 61799, "start": 590.05, "end": 617.99, "text": "في حكى موضوع إنه والله يقولنا في الآخر معناته إن الـ J ال sensitivity بتاعتها عالية لـ stimuli from neuron I لـ ال excitation اللي إجت من I بكل بساطة هم كانوا في الزمانات بيعملوا كتير تجارب الحقيقة على الحيوانات و منها سلوك الحيوانات فلو افترضنا إن في عندك كلب و الكلب هذا بتعطيك طعام مع قرع ال bell أو مع الجرس", "tokens": [41185, 11331, 4117, 7578, 3714, 2407, 11242, 45367, 36145, 3224, 16070, 43761, 7251, 39648, 8315, 8978, 6024, 95, 34740, 20449, 8315, 47395, 36145, 2423, 39184, 508, 2423, 19392, 39894, 995, 34268, 11296, 6225, 6027, 10632, 5296, 39184, 47752, 490, 34090, 286, 5296, 39184, 2423, 1624, 4614, 13672, 1829, 11933, 7435, 2655, 9154, 286, 4724, 28820, 4724, 3794, 41193, 3660, 8032, 2304, 25961, 14407, 8978, 6024, 110, 2304, 7649, 9307, 4724, 1829, 25957, 1211, 14407, 9122, 2655, 13546, 6055, 7435, 9640, 3555, 21542, 38436, 28671, 15844, 21542, 1829, 2407, 7649, 9307, 4032, 9154, 11296, 8608, 1211, 2407, 4117, 21542, 1829, 2407, 7649, 9307, 6156, 1211, 2407, 1975, 5172, 2655, 43042, 8315, 36145, 8978, 43242, 4117, 28242, 3555, 4032, 2423, 28820, 3555, 23758, 39894, 3615, 9566, 1829, 4117, 23032, 3615, 10943, 20449, 12174, 2288, 3615, 2423, 4549, 34051, 20449, 25724, 2288, 3794], "avg_logprob": -0.17841312056737588, "compression_ratio": 1.7373737373737375, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 590.05, "end": 590.27, "word": "في", "probability": 0.8720703125}, {"start": 590.27, "end": 590.55, "word": " حكى", "probability": 0.6322428385416666}, {"start": 590.55, "end": 591.03, "word": " موضوع", "probability": 0.9761962890625}, {"start": 591.03, "end": 591.43, "word": " إنه", "probability": 0.398681640625}, {"start": 591.43, "end": 591.59, "word": " والله", "probability": 0.7177734375}, {"start": 591.59, "end": 591.91, "word": " يقولنا", "probability": 0.9685872395833334}, {"start": 591.91, "end": 592.01, "word": " في", "probability": 0.92626953125}, {"start": 592.01, "end": 592.29, "word": " الآخر", "probability": 0.943359375}, {"start": 592.29, "end": 592.61, "word": " معناته", "probability": 0.9664713541666666}, {"start": 592.61, "end": 592.79, "word": " إن", "probability": 0.62451171875}, {"start": 592.79, "end": 593.01, "word": " الـ", "probability": 0.631103515625}, {"start": 593.01, "end": 593.13, "word": " J", "probability": 0.35693359375}, {"start": 593.13, "end": 593.49, "word": " ال", "probability": 0.55322265625}, {"start": 593.49, "end": 593.81, "word": " sensitivity", "probability": 0.75390625}, {"start": 593.81, "end": 594.35, "word": " بتاعتها", "probability": 0.9044189453125}, {"start": 594.35, "end": 595.13, "word": " عالية", "probability": 0.9835611979166666}, {"start": 595.13, "end": 595.85, "word": " لـ", "probability": 0.41387939453125}, {"start": 595.85, "end": 596.37, "word": " stimuli", "probability": 0.556640625}, {"start": 596.37, "end": 597.85, "word": " from", "probability": 0.69970703125}, {"start": 597.85, "end": 598.75, "word": " neuron", "probability": 0.83642578125}, {"start": 598.75, "end": 599.07, "word": " I", "probability": 0.8837890625}, {"start": 599.07, "end": 599.93, "word": " لـ", "probability": 0.619140625}, {"start": 599.93, "end": 600.17, "word": " ال", "probability": 0.5673828125}, {"start": 600.17, "end": 601.19, "word": " excitation", "probability": 0.6185302734375}, {"start": 601.19, "end": 601.41, "word": " اللي", "probability": 0.96337890625}, {"start": 601.41, "end": 601.63, "word": " إجت", "probability": 0.701416015625}, {"start": 601.63, "end": 601.77, "word": " من", "probability": 0.9921875}, {"start": 601.77, "end": 602.07, "word": " I", "probability": 0.96826171875}, {"start": 602.07, "end": 602.83, "word": " بكل", "probability": 0.88671875}, {"start": 602.83, "end": 603.35, "word": " بساطة", "probability": 0.994873046875}, {"start": 603.35, "end": 603.91, "word": " هم", "probability": 0.735595703125}, {"start": 603.91, "end": 604.29, "word": " كانوا", "probability": 0.978759765625}, {"start": 604.29, "end": 604.49, "word": " في", "probability": 0.97119140625}, {"start": 604.49, "end": 604.87, "word": " الزمانات", "probability": 0.800048828125}, {"start": 604.87, "end": 605.25, "word": " بيعملوا", "probability": 0.990234375}, {"start": 605.25, "end": 605.63, "word": " كتير", "probability": 0.9715169270833334}, {"start": 605.63, "end": 606.05, "word": " تجارب", "probability": 0.9925537109375}, {"start": 606.05, "end": 606.47, "word": " الحقيقة", "probability": 0.9318033854166666}, {"start": 606.47, "end": 606.69, "word": " على", "probability": 0.8330078125}, {"start": 606.69, "end": 607.69, "word": " الحيوانات", "probability": 0.98994140625}, {"start": 607.69, "end": 607.79, "word": " و", "probability": 0.9345703125}, {"start": 607.79, "end": 608.05, "word": " منها", "probability": 0.745849609375}, {"start": 608.05, "end": 608.39, "word": " سلوك", "probability": 0.9464111328125}, {"start": 608.39, "end": 608.99, "word": " الحيوانات", "probability": 0.9880859375}, {"start": 608.99, "end": 609.75, "word": " فلو", "probability": 0.9723307291666666}, {"start": 609.75, "end": 610.23, "word": " افترضنا", "probability": 0.96845703125}, {"start": 610.23, "end": 610.39, "word": " إن", "probability": 0.67578125}, {"start": 610.39, "end": 610.57, "word": " في", "probability": 0.69677734375}, {"start": 610.57, "end": 611.29, "word": " عندك", "probability": 0.993408203125}, {"start": 611.29, "end": 612.23, "word": " كلب", "probability": 0.811767578125}, {"start": 612.23, "end": 612.63, "word": " و", "probability": 0.703125}, {"start": 612.63, "end": 612.91, "word": " الكلب", "probability": 0.8805338541666666}, {"start": 612.91, "end": 613.07, "word": " هذا", "probability": 0.60302734375}, {"start": 613.07, "end": 613.57, "word": " بتعطيك", "probability": 0.847216796875}, {"start": 613.57, "end": 614.03, "word": " طعام", "probability": 0.9729817708333334}, {"start": 614.03, "end": 614.81, "word": " مع", "probability": 0.98388671875}, {"start": 614.81, "end": 616.07, "word": " قرع", "probability": 0.943359375}, {"start": 616.07, "end": 616.25, "word": " ال", "probability": 0.9375}, {"start": 616.25, "end": 616.49, "word": " bell", "probability": 0.94140625}, {"start": 616.49, "end": 616.75, "word": " أو", "probability": 0.83251953125}, {"start": 616.75, "end": 617.07, "word": " مع", "probability": 0.84619140625}, {"start": 617.07, "end": 617.99, "word": " الجرس", "probability": 0.9737955729166666}], "temperature": 1.0}, {"id": 27, "seek": 64697, "start": 619.11, "end": 646.97, "text": "فكل ما بتجيبله الطعام بتقرا الجرس فهو على طول مباشرة بيجي للطعام طيب بعد ذلك بيصير في علاقة بين ال observations زي كبتقول انه بين الطعام ال food و ال bell او الجرس فمعنى ذلك انه لو اي واحد مسك الجرس و خبط الجرس هيجي الكلب مباشرة ليش لأنه صار عنده ارتباط وثيق بين ال two observations او ال two objects هدولة", "tokens": [5172, 28820, 19446, 39894, 7435, 1829, 36150, 3224, 41950, 3615, 10943, 39894, 4587, 23557, 25724, 2288, 3794, 6156, 3224, 2407, 15844, 23032, 12610, 3714, 3555, 33599, 25720, 4724, 1829, 7435, 1829, 24976, 9566, 3615, 10943, 23032, 1829, 3555, 39182, 29910, 23275, 4724, 1829, 9381, 13546, 8978, 11203, 995, 28671, 49374, 2423, 18163, 30767, 1829, 9122, 3555, 2655, 39648, 16472, 3224, 49374, 41950, 3615, 10943, 2423, 1755, 4032, 2423, 4549, 1975, 2407, 25724, 2288, 3794, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 16472, 3224, 45164, 1975, 1829, 36764, 24401, 47524, 4117, 25724, 2288, 3794, 4032, 16490, 3555, 9566, 25724, 2288, 3794, 39896, 7435, 1829, 33251, 46152, 3714, 3555, 33599, 25720, 32239, 8592, 5296, 33456, 3224, 20328, 9640, 43242, 3224, 1975, 43500, 3555, 41193, 4032, 12984, 1829, 4587, 49374, 2423, 732, 18163, 1975, 2407, 2423, 732, 6565, 8032, 3215, 12610, 3660], "avg_logprob": -0.1187500027673585, "compression_ratio": 1.9239543726235742, "no_speech_prob": 0.0, "words": [{"start": 619.11, "end": 619.61, "word": "فكل", "probability": 0.96435546875}, {"start": 619.61, "end": 620.29, "word": " ما", "probability": 0.8583984375}, {"start": 620.29, "end": 620.81, "word": " بتجيبله", "probability": 0.87265625}, {"start": 620.81, "end": 621.29, "word": " الطعام", "probability": 0.95654296875}, {"start": 621.29, "end": 621.99, "word": " بتقرا", "probability": 0.8826497395833334}, {"start": 621.99, "end": 622.65, "word": " الجرس", "probability": 0.9588216145833334}, {"start": 622.65, "end": 622.99, "word": " فهو", "probability": 0.943359375}, {"start": 622.99, "end": 623.11, "word": " على", "probability": 0.908203125}, {"start": 623.11, "end": 623.29, "word": " طول", "probability": 0.988525390625}, {"start": 623.29, "end": 623.75, "word": " مباشرة", "probability": 0.9881591796875}, {"start": 623.75, "end": 624.05, "word": " بيجي", "probability": 0.9671630859375}, {"start": 624.05, "end": 624.51, "word": " للطعام", "probability": 0.9755859375}, {"start": 624.51, "end": 625.03, "word": " طيب", "probability": 0.9013671875}, {"start": 625.03, "end": 625.85, "word": " بعد", "probability": 0.84619140625}, {"start": 625.85, "end": 626.17, "word": " ذلك", "probability": 0.993896484375}, {"start": 626.17, "end": 626.55, "word": " بيصير", "probability": 0.849365234375}, {"start": 626.55, "end": 626.69, "word": " في", "probability": 0.80908203125}, {"start": 626.69, "end": 627.17, "word": " علاقة", "probability": 0.9786783854166666}, {"start": 627.17, "end": 627.55, "word": " بين", "probability": 0.96728515625}, {"start": 627.55, "end": 628.83, "word": " ال", "probability": 0.82177734375}, {"start": 628.83, "end": 629.63, "word": " observations", "probability": 0.81640625}, {"start": 629.63, "end": 629.89, "word": " زي", "probability": 0.627685546875}, {"start": 629.89, "end": 630.29, "word": " كبتقول", "probability": 0.67767333984375}, {"start": 630.29, "end": 630.67, "word": " انه", "probability": 0.5364990234375}, {"start": 630.67, "end": 630.87, "word": " بين", "probability": 0.9814453125}, {"start": 630.87, "end": 631.35, "word": " الطعام", "probability": 0.98828125}, {"start": 631.35, "end": 631.55, "word": " ال", "probability": 0.88916015625}, {"start": 631.55, "end": 631.91, "word": " food", "probability": 0.96142578125}, {"start": 631.91, "end": 632.21, "word": " و", "probability": 0.88671875}, {"start": 632.21, "end": 632.47, "word": " ال", "probability": 0.93798828125}, {"start": 632.47, "end": 632.75, "word": " bell", "probability": 0.96923828125}, {"start": 632.75, "end": 633.29, "word": " او", "probability": 0.745361328125}, {"start": 633.29, "end": 634.17, "word": " الجرس", "probability": 0.9879557291666666}, {"start": 634.17, "end": 634.97, "word": " فمعنى", "probability": 0.9521484375}, {"start": 634.97, "end": 635.23, "word": " ذلك", "probability": 0.990478515625}, {"start": 635.23, "end": 635.73, "word": " انه", "probability": 0.8896484375}, {"start": 635.73, "end": 636.09, "word": " لو", "probability": 0.966796875}, {"start": 636.09, "end": 636.89, "word": " اي", "probability": 0.90185546875}, {"start": 636.89, "end": 637.23, "word": " واحد", "probability": 0.995361328125}, {"start": 637.23, "end": 637.53, "word": " مسك", "probability": 0.79052734375}, {"start": 637.53, "end": 638.01, "word": " الجرس", "probability": 0.9851888020833334}, {"start": 638.01, "end": 638.21, "word": " و", "probability": 0.87890625}, {"start": 638.21, "end": 639.55, "word": " خبط", "probability": 0.9651692708333334}, {"start": 639.55, "end": 640.07, "word": " الجرس", "probability": 0.98876953125}, {"start": 640.07, "end": 640.65, "word": " هيجي", "probability": 0.7679036458333334}, {"start": 640.65, "end": 640.93, "word": " الكلب", "probability": 0.76904296875}, {"start": 640.93, "end": 641.47, "word": " مباشرة", "probability": 0.987060546875}, {"start": 641.47, "end": 641.77, "word": " ليش", "probability": 0.81103515625}, {"start": 641.77, "end": 642.09, "word": " لأنه", "probability": 0.68115234375}, {"start": 642.09, "end": 642.27, "word": " صار", "probability": 0.98046875}, {"start": 642.27, "end": 642.57, "word": " عنده", "probability": 0.99462890625}, {"start": 642.57, "end": 643.29, "word": " ارتباط", "probability": 0.9603271484375}, {"start": 643.29, "end": 644.25, "word": " وثيق", "probability": 0.9735107421875}, {"start": 644.25, "end": 644.61, "word": " بين", "probability": 0.990234375}, {"start": 644.61, "end": 645.01, "word": " ال", "probability": 0.94677734375}, {"start": 645.01, "end": 645.19, "word": " two", "probability": 0.9345703125}, {"start": 645.19, "end": 645.79, "word": " observations", "probability": 0.8603515625}, {"start": 645.79, "end": 646.01, "word": " او", "probability": 0.906982421875}, {"start": 646.01, "end": 646.07, "word": " ال", "probability": 0.87109375}, {"start": 646.07, "end": 646.17, "word": " two", "probability": 0.93115234375}, {"start": 646.17, "end": 646.53, "word": " objects", "probability": 0.953125}, {"start": 646.53, "end": 646.97, "word": " هدولة", "probability": 0.930908203125}], "temperature": 1.0}, {"id": 28, "seek": 66105, "start": 647.63, "end": 661.05, "text": "بين ال bell مدام فيه صوت للجرس معناته اكيد فيه food فبنقدر نتعامل او خليني نقول هذا هو السبب اللي صغلنا هذه النظرية بشكل أساسي", "tokens": [3555, 9957, 2423, 4549, 3714, 3215, 10943, 8978, 3224, 20328, 35473, 24976, 7435, 2288, 3794, 20449, 8315, 47395, 1975, 4117, 25708, 8978, 3224, 1755, 6156, 3555, 1863, 28543, 2288, 8717, 2655, 3615, 10943, 1211, 1975, 2407, 16490, 1211, 9957, 1829, 8717, 39648, 23758, 31439, 21136, 3555, 3555, 13672, 1829, 20328, 17082, 1211, 8315, 29538, 28239, 19913, 2288, 10632, 4724, 8592, 28820, 5551, 3794, 32277, 1829], "avg_logprob": -0.16441760979818576, "compression_ratio": 1.4569536423841059, "no_speech_prob": 3.933906555175781e-06, "words": [{"start": 647.63, "end": 648.11, "word": "بين", "probability": 0.783203125}, {"start": 648.11, "end": 648.71, "word": " ال", "probability": 0.87890625}, {"start": 648.71, "end": 649.37, "word": " bell", "probability": 0.9130859375}, {"start": 649.37, "end": 650.43, "word": " مدام", "probability": 0.5413411458333334}, {"start": 650.43, "end": 651.01, "word": " فيه", "probability": 0.65966796875}, {"start": 651.01, "end": 651.53, "word": " صوت", "probability": 0.977294921875}, {"start": 651.53, "end": 652.25, "word": " للجرس", "probability": 0.86712646484375}, {"start": 652.25, "end": 652.61, "word": " معناته", "probability": 0.8837890625}, {"start": 652.61, "end": 652.89, "word": " اكيد", "probability": 0.8155110677083334}, {"start": 652.89, "end": 653.35, "word": " فيه", "probability": 0.82666015625}, {"start": 653.35, "end": 653.75, "word": " food", "probability": 0.97607421875}, {"start": 653.75, "end": 654.77, "word": " فبنقدر", "probability": 0.9515625}, {"start": 654.77, "end": 655.71, "word": " نتعامل", "probability": 0.98818359375}, {"start": 655.71, "end": 656.01, "word": " او", "probability": 0.81298828125}, {"start": 656.01, "end": 656.75, "word": " خليني", "probability": 0.787109375}, {"start": 656.75, "end": 656.93, "word": " نقول", "probability": 0.70703125}, {"start": 656.93, "end": 657.09, "word": " هذا", "probability": 0.634765625}, {"start": 657.09, "end": 657.23, "word": " هو", "probability": 0.9794921875}, {"start": 657.23, "end": 657.55, "word": " السبب", "probability": 0.9734700520833334}, {"start": 657.55, "end": 657.75, "word": " اللي", "probability": 0.933837890625}, {"start": 657.75, "end": 658.47, "word": " صغلنا", "probability": 0.8870849609375}, {"start": 658.47, "end": 659.09, "word": " هذه", "probability": 0.97900390625}, {"start": 659.09, "end": 659.85, "word": " النظرية", "probability": 0.9652099609375}, {"start": 659.85, "end": 660.55, "word": " بشكل", "probability": 0.9855143229166666}, {"start": 660.55, "end": 661.05, "word": " أساسي", "probability": 0.866943359375}], "temperature": 1.0}, {"id": 29, "seek": 68753, "start": 662.41, "end": 687.53, "text": "طيب، نحولها لكلام رياضي شوية ممكن نفهمه أو ممكن نتعامل معاه بحيث أنه نستخدمه هندسيا، بشكل هندسي if two neurons on either side of a connection are activated synchronously بمعنى بشكل متزامن asynchronously، الإتنين بيطلعوا مع بعض، الإتنين بنزلوا مع بعض، كويس؟ هم الطرفين هاي بتاعون ال connection", "tokens": [9566, 1829, 3555, 12399, 8717, 5016, 12610, 11296, 5296, 28820, 10943, 12602, 1829, 46958, 1829, 13412, 2407, 10632, 3714, 43020, 8717, 5172, 16095, 3224, 34051, 3714, 43020, 8717, 2655, 3615, 10943, 1211, 20449, 40294, 4724, 5016, 1829, 12984, 14739, 3224, 8717, 14851, 9778, 40448, 3224, 8032, 41260, 3794, 25528, 12399, 4724, 8592, 28820, 8032, 41260, 3794, 1829, 498, 732, 22027, 322, 2139, 1252, 295, 257, 4984, 366, 18157, 19331, 5098, 4724, 2304, 3615, 1863, 7578, 4724, 8592, 28820, 44650, 11622, 10943, 1863, 42642, 5098, 12399, 33688, 2655, 1863, 9957, 4724, 1829, 9566, 1211, 3615, 14407, 20449, 45030, 11242, 12399, 33688, 2655, 1863, 9957, 44945, 11622, 1211, 14407, 20449, 45030, 11242, 12399, 9122, 45865, 3794, 22807, 8032, 2304, 41950, 28480, 9957, 8032, 47302, 39894, 45761, 11536, 2423, 4984], "avg_logprob": -0.17114258522633463, "compression_ratio": 1.6954887218045114, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 662.41, "end": 662.95, "word": "طيب،", "probability": 0.7918701171875}, {"start": 662.95, "end": 663.59, "word": " نحولها", "probability": 0.8074951171875}, {"start": 663.59, "end": 664.01, "word": " لكلام", "probability": 0.9654947916666666}, {"start": 664.01, "end": 664.43, "word": " رياضي", "probability": 0.9803466796875}, {"start": 664.43, "end": 664.67, "word": " شوية", "probability": 0.8984375}, {"start": 664.67, "end": 665.09, "word": " ممكن", "probability": 0.9345703125}, {"start": 665.09, "end": 665.77, "word": " نفهمه", "probability": 0.9908447265625}, {"start": 665.77, "end": 665.89, "word": " أو", "probability": 0.7529296875}, {"start": 665.89, "end": 666.21, "word": " ممكن", "probability": 0.92919921875}, {"start": 666.21, "end": 667.07, "word": " نتعامل", "probability": 0.98662109375}, {"start": 667.07, "end": 667.47, "word": " معاه", "probability": 0.98388671875}, {"start": 667.47, "end": 668.11, "word": " بحيث", "probability": 0.9171142578125}, {"start": 668.11, "end": 668.39, "word": " أنه", "probability": 0.757568359375}, {"start": 668.39, "end": 669.03, "word": " نستخدمه", "probability": 0.99228515625}, {"start": 669.03, "end": 669.57, "word": " هندسيا،", "probability": 0.82119140625}, {"start": 669.57, "end": 669.79, "word": " بشكل", "probability": 0.9212239583333334}, {"start": 669.79, "end": 670.15, "word": " هندسي", "probability": 0.9737548828125}, {"start": 670.15, "end": 670.55, "word": " if", "probability": 0.444580078125}, {"start": 670.55, "end": 670.75, "word": " two", "probability": 0.9375}, {"start": 670.75, "end": 671.17, "word": " neurons", "probability": 0.9697265625}, {"start": 671.17, "end": 671.87, "word": " on", "probability": 0.93408203125}, {"start": 671.87, "end": 672.51, "word": " either", "probability": 0.95556640625}, {"start": 672.51, "end": 672.99, "word": " side", "probability": 0.8564453125}, {"start": 672.99, "end": 673.39, "word": " of", "probability": 0.97412109375}, {"start": 673.39, "end": 673.51, "word": " a", "probability": 0.8388671875}, {"start": 673.51, "end": 673.95, "word": " connection", "probability": 0.91259765625}, {"start": 673.95, "end": 674.27, "word": " are", "probability": 0.94873046875}, {"start": 674.27, "end": 674.97, "word": " activated", "probability": 0.95556640625}, {"start": 674.97, "end": 676.59, "word": " synchronously", "probability": 0.5936279296875}, {"start": 676.59, "end": 678.07, "word": " بمعنى", "probability": 0.816015625}, {"start": 678.07, "end": 678.67, "word": " بشكل", "probability": 0.9449869791666666}, {"start": 678.67, "end": 680.03, "word": " متزامن", "probability": 0.990234375}, {"start": 680.03, "end": 681.69, "word": " asynchronously،", "probability": 0.4700927734375}, {"start": 681.69, "end": 682.61, "word": " الإتنين", "probability": 0.726776123046875}, {"start": 682.61, "end": 683.01, "word": " بيطلعوا", "probability": 0.8778483072916666}, {"start": 683.01, "end": 683.09, "word": " مع", "probability": 0.98681640625}, {"start": 683.09, "end": 683.37, "word": " بعض،", "probability": 0.9069010416666666}, {"start": 683.37, "end": 683.59, "word": " الإتنين", "probability": 0.8848876953125}, {"start": 683.59, "end": 683.91, "word": " بنزلوا", "probability": 0.8944091796875}, {"start": 683.91, "end": 684.03, "word": " مع", "probability": 0.99560546875}, {"start": 684.03, "end": 684.73, "word": " بعض،", "probability": 0.8844401041666666}, {"start": 684.73, "end": 685.51, "word": " كويس؟", "probability": 0.91259765625}, {"start": 685.51, "end": 685.81, "word": " هم", "probability": 0.914794921875}, {"start": 685.81, "end": 686.57, "word": " الطرفين", "probability": 0.9431966145833334}, {"start": 686.57, "end": 686.73, "word": " هاي", "probability": 0.5452880859375}, {"start": 686.73, "end": 687.05, "word": " بتاعون", "probability": 0.7379557291666666}, {"start": 687.05, "end": 687.15, "word": " ال", "probability": 0.96826171875}, {"start": 687.15, "end": 687.53, "word": " connection", "probability": 0.921875}], "temperature": 1.0}, {"id": 30, "seek": 71548, "start": 688.46, "end": 715.48, "text": "الـ two sides الـ two sides هدولة بيصيروا لكم بشكل asynchronously activation فإذا ال weight between them إيش لازم يصير لها؟ increased لازم تكون ازدادة لازم تكون صار فيها زيادة بدل ما هدا بيطلع و هدا بيطلع معناته في ارتباط فال weight اللي between them هد اللي احنا بنتكلم عنها انه بدها تزيد هي الحقيقة تعبر عن جداش قيمة الارتباط بين", "tokens": [6027, 39184, 732, 4881, 2423, 39184, 732, 4881, 8032, 3215, 12610, 3660, 4724, 1829, 9381, 13546, 14407, 5296, 24793, 4724, 8592, 28820, 42642, 5098, 24433, 6156, 28814, 15730, 2423, 3364, 1296, 552, 11933, 1829, 8592, 5296, 31377, 2304, 7251, 9381, 13546, 5296, 11296, 22807, 6505, 5296, 31377, 2304, 6055, 30544, 1975, 11622, 3215, 18513, 3660, 5296, 31377, 2304, 6055, 30544, 20328, 9640, 8978, 11296, 30767, 1829, 18513, 3660, 47525, 1211, 19446, 8032, 28259, 4724, 1829, 9566, 1211, 3615, 4032, 8032, 28259, 4724, 1829, 9566, 1211, 3615, 20449, 8315, 47395, 8978, 1975, 43500, 3555, 41193, 6156, 6027, 3364, 13672, 1829, 1296, 552, 8032, 3215, 13672, 1829, 1975, 5016, 8315, 44945, 2655, 4117, 19528, 18871, 11296, 16472, 3224, 47525, 11296, 6055, 11622, 25708, 39896, 21542, 38436, 28671, 37279, 26890, 18871, 10874, 3215, 33599, 12174, 32640, 3660, 2423, 9640, 2655, 3555, 41193, 49374], "avg_logprob": -0.2369237516788726, "compression_ratio": 1.8146853146853146, "no_speech_prob": 2.205371856689453e-06, "words": [{"start": 688.46, "end": 688.88, "word": "الـ", "probability": 0.3231201171875}, {"start": 688.88, "end": 689.32, "word": " two", "probability": 0.65673828125}, {"start": 689.32, "end": 690.16, "word": " sides", "probability": 0.91748046875}, {"start": 690.16, "end": 690.72, "word": " الـ", "probability": 0.48492431640625}, {"start": 690.72, "end": 690.82, "word": " two", "probability": 0.87158203125}, {"start": 690.82, "end": 691.1, "word": " sides", "probability": 0.93701171875}, {"start": 691.1, "end": 691.52, "word": " هدولة", "probability": 0.877685546875}, {"start": 691.52, "end": 692.06, "word": " بيصيروا", "probability": 0.7412109375}, {"start": 692.06, "end": 692.26, "word": " لكم", "probability": 0.6224365234375}, {"start": 692.26, "end": 692.64, "word": " بشكل", "probability": 0.9913736979166666}, {"start": 692.64, "end": 693.84, "word": " asynchronously", "probability": 0.7186279296875}, {"start": 693.84, "end": 695.12, "word": " activation", "probability": 0.873046875}, {"start": 695.12, "end": 695.94, "word": " فإذا", "probability": 0.8806966145833334}, {"start": 695.94, "end": 696.24, "word": " ال", "probability": 0.98583984375}, {"start": 696.24, "end": 696.66, "word": " weight", "probability": 0.96142578125}, {"start": 696.66, "end": 697.36, "word": " between", "probability": 0.93603515625}, {"start": 697.36, "end": 697.86, "word": " them", "probability": 0.93994140625}, {"start": 697.86, "end": 698.76, "word": " إيش", "probability": 0.8189290364583334}, {"start": 698.76, "end": 698.98, "word": " لازم", "probability": 0.9939778645833334}, {"start": 698.98, "end": 699.2, "word": " يصير", "probability": 0.9734700520833334}, {"start": 699.2, "end": 699.84, "word": " لها؟", "probability": 0.6935221354166666}, {"start": 699.84, "end": 700.28, "word": " increased", "probability": 0.68896484375}, {"start": 700.28, "end": 701.3, "word": " لازم", "probability": 0.9832356770833334}, {"start": 701.3, "end": 702.44, "word": " تكون", "probability": 0.96337890625}, {"start": 702.44, "end": 703.16, "word": " ازدادة", "probability": 0.7974609375}, {"start": 703.16, "end": 703.56, "word": " لازم", "probability": 0.9222005208333334}, {"start": 703.56, "end": 703.88, "word": " تكون", "probability": 0.973388671875}, {"start": 703.88, "end": 704.74, "word": " صار", "probability": 0.778564453125}, {"start": 704.74, "end": 704.9, "word": " فيها", "probability": 0.96630859375}, {"start": 704.9, "end": 705.42, "word": " زيادة", "probability": 0.9893798828125}, {"start": 705.42, "end": 705.74, "word": " بدل", "probability": 0.53106689453125}, {"start": 705.74, "end": 705.8, "word": " ما", "probability": 0.52490234375}, {"start": 705.8, "end": 705.9, "word": " هدا", "probability": 0.619140625}, {"start": 705.9, "end": 706.14, "word": " بيطلع", "probability": 0.79267578125}, {"start": 706.14, "end": 706.18, "word": " و", "probability": 0.91455078125}, {"start": 706.18, "end": 706.3, "word": " هدا", "probability": 0.80810546875}, {"start": 706.3, "end": 706.58, "word": " بيطلع", "probability": 0.9841796875}, {"start": 706.58, "end": 706.88, "word": " معناته", "probability": 0.5111490885416666}, {"start": 706.88, "end": 707.0, "word": " في", "probability": 0.712890625}, {"start": 707.0, "end": 707.68, "word": " ارتباط", "probability": 0.86578369140625}, {"start": 707.68, "end": 708.88, "word": " فال", "probability": 0.847900390625}, {"start": 708.88, "end": 709.14, "word": " weight", "probability": 0.9541015625}, {"start": 709.14, "end": 709.3, "word": " اللي", "probability": 0.91015625}, {"start": 709.3, "end": 709.6, "word": " between", "probability": 0.91650390625}, {"start": 709.6, "end": 709.9, "word": " them", "probability": 0.9326171875}, {"start": 709.9, "end": 710.06, "word": " هد", "probability": 0.544677734375}, {"start": 710.06, "end": 710.14, "word": " اللي", "probability": 0.7298583984375}, {"start": 710.14, "end": 710.3, "word": " احنا", "probability": 0.821533203125}, {"start": 710.3, "end": 710.76, "word": " بنتكلم", "probability": 0.881103515625}, {"start": 710.76, "end": 711.12, "word": " عنها", "probability": 0.995849609375}, {"start": 711.12, "end": 711.52, "word": " انه", "probability": 0.71533203125}, {"start": 711.52, "end": 711.78, "word": " بدها", "probability": 0.848388671875}, {"start": 711.78, "end": 712.22, "word": " تزيد", "probability": 0.9562174479166666}, {"start": 712.22, "end": 712.76, "word": " هي", "probability": 0.2353515625}, {"start": 712.76, "end": 713.08, "word": " الحقيقة", "probability": 0.9861653645833334}, {"start": 713.08, "end": 713.4, "word": " تعبر", "probability": 0.6357421875}, {"start": 713.4, "end": 713.58, "word": " عن", "probability": 0.96826171875}, {"start": 713.58, "end": 714.3, "word": " جداش", "probability": 0.7493489583333334}, {"start": 714.3, "end": 714.7, "word": " قيمة", "probability": 0.998046875}, {"start": 714.7, "end": 715.24, "word": " الارتباط", "probability": 0.94111328125}, {"start": 715.24, "end": 715.48, "word": " بين", "probability": 0.96630859375}], "temperature": 1.0}, {"id": 31, "seek": 74181, "start": 716.33, "end": 741.81, "text": "ال two neurons هدولة بين ال two neurons طبعا العكس صحيح إذا كان ال neurons on either side of a connection are activated asynchronously asynchronously بمعنى بغير متزامن هد ممكن تزيد لحالها و هد بتنزل لحالها و هد بتطلع لحالها هد بتنزل لحالها مافيش اي ارتباط between them فمعنى ذلك ان ال connection between them هو مش عالية ليش لأنه مافيش ارتباط بينهم", "tokens": [6027, 732, 22027, 8032, 3215, 12610, 3660, 49374, 2423, 732, 22027, 23032, 3555, 3615, 995, 18863, 4117, 3794, 20328, 5016, 1829, 5016, 11933, 15730, 25961, 2423, 22027, 322, 2139, 1252, 295, 257, 4984, 366, 18157, 42642, 5098, 42642, 5098, 4724, 2304, 3615, 1863, 7578, 4724, 17082, 13546, 44650, 11622, 10943, 1863, 8032, 3215, 3714, 43020, 6055, 11622, 25708, 5296, 5016, 6027, 11296, 4032, 8032, 3215, 39894, 1863, 11622, 1211, 5296, 5016, 6027, 11296, 4032, 8032, 3215, 39894, 9566, 1211, 3615, 5296, 5016, 6027, 11296, 8032, 3215, 39894, 1863, 11622, 1211, 5296, 5016, 6027, 11296, 19446, 41185, 8592, 1975, 1829, 1975, 43500, 3555, 41193, 1296, 552, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 16472, 2423, 4984, 1296, 552, 31439, 37893, 6225, 6027, 10632, 32239, 8592, 5296, 33456, 3224, 19446, 41185, 8592, 1975, 43500, 3555, 41193, 49374, 16095], "avg_logprob": -0.10053603710049261, "compression_ratio": 1.9391634980988592, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 716.33, "end": 716.57, "word": "ال", "probability": 0.857421875}, {"start": 716.57, "end": 716.73, "word": " two", "probability": 0.6240234375}, {"start": 716.73, "end": 717.11, "word": " neurons", "probability": 0.94873046875}, {"start": 717.11, "end": 717.53, "word": " هدولة", "probability": 0.859130859375}, {"start": 717.53, "end": 717.65, "word": " بين", "probability": 0.68017578125}, {"start": 717.65, "end": 717.77, "word": " ال", "probability": 0.96142578125}, {"start": 717.77, "end": 717.89, "word": " two", "probability": 0.9228515625}, {"start": 717.89, "end": 718.17, "word": " neurons", "probability": 0.97900390625}, {"start": 718.17, "end": 718.67, "word": " طبعا", "probability": 0.96630859375}, {"start": 718.67, "end": 718.93, "word": " العكس", "probability": 0.9571940104166666}, {"start": 718.93, "end": 719.43, "word": " صحيح", "probability": 0.9903564453125}, {"start": 719.43, "end": 719.77, "word": " إذا", "probability": 0.900146484375}, {"start": 719.77, "end": 720.11, "word": " كان", "probability": 0.994140625}, {"start": 720.11, "end": 721.31, "word": " ال", "probability": 0.91796875}, {"start": 721.31, "end": 721.85, "word": " neurons", "probability": 0.95947265625}, {"start": 721.85, "end": 722.77, "word": " on", "probability": 0.8876953125}, {"start": 722.77, "end": 724.19, "word": " either", "probability": 0.939453125}, {"start": 724.19, "end": 725.03, "word": " side", "probability": 0.875}, {"start": 725.03, "end": 725.95, "word": " of", "probability": 0.96923828125}, {"start": 725.95, "end": 726.07, "word": " a", "probability": 0.9736328125}, {"start": 726.07, "end": 726.63, "word": " connection", "probability": 0.90185546875}, {"start": 726.63, "end": 726.99, "word": " are", "probability": 0.9052734375}, {"start": 726.99, "end": 727.61, "word": " activated", "probability": 0.951171875}, {"start": 727.61, "end": 728.51, "word": " asynchronously", "probability": 0.988525390625}, {"start": 728.51, "end": 729.47, "word": " asynchronously", "probability": 0.5926513671875}, {"start": 729.47, "end": 729.87, "word": " بمعنى", "probability": 0.98486328125}, {"start": 729.87, "end": 730.17, "word": " بغير", "probability": 0.8243815104166666}, {"start": 730.17, "end": 731.11, "word": " متزامن", "probability": 0.912353515625}, {"start": 731.11, "end": 731.49, "word": " هد", "probability": 0.451416015625}, {"start": 731.49, "end": 731.77, "word": " ممكن", "probability": 0.93798828125}, {"start": 731.77, "end": 732.07, "word": " تزيد", "probability": 0.97900390625}, {"start": 732.07, "end": 732.41, "word": " لحالها", "probability": 0.9324951171875}, {"start": 732.41, "end": 732.53, "word": " و", "probability": 0.9189453125}, {"start": 732.53, "end": 732.59, "word": " هد", "probability": 0.949951171875}, {"start": 732.59, "end": 733.19, "word": " بتنزل", "probability": 0.94287109375}, {"start": 733.19, "end": 733.47, "word": " لحالها", "probability": 0.9901123046875}, {"start": 733.47, "end": 733.55, "word": " و", "probability": 0.9404296875}, {"start": 733.55, "end": 733.59, "word": " هد", "probability": 0.989501953125}, {"start": 733.59, "end": 733.87, "word": " بتطلع", "probability": 0.9561767578125}, {"start": 733.87, "end": 734.17, "word": " لحالها", "probability": 0.994384765625}, {"start": 734.17, "end": 734.27, "word": " هد", "probability": 0.841064453125}, {"start": 734.27, "end": 734.59, "word": " بتنزل", "probability": 0.9840087890625}, {"start": 734.59, "end": 734.97, "word": " لحالها", "probability": 0.9921875}, {"start": 734.97, "end": 735.57, "word": " مافيش", "probability": 0.8937174479166666}, {"start": 735.57, "end": 735.73, "word": " اي", "probability": 0.692626953125}, {"start": 735.73, "end": 736.27, "word": " ارتباط", "probability": 0.8895263671875}, {"start": 736.27, "end": 736.57, "word": " between", "probability": 0.95654296875}, {"start": 736.57, "end": 736.95, "word": " them", "probability": 0.94482421875}, {"start": 736.95, "end": 737.69, "word": " فمعنى", "probability": 0.95966796875}, {"start": 737.69, "end": 737.87, "word": " ذلك", "probability": 0.99169921875}, {"start": 737.87, "end": 737.99, "word": " ان", "probability": 0.720703125}, {"start": 737.99, "end": 738.09, "word": " ال", "probability": 0.98046875}, {"start": 738.09, "end": 738.35, "word": " connection", "probability": 0.93505859375}, {"start": 738.35, "end": 738.69, "word": " between", "probability": 0.95458984375}, {"start": 738.69, "end": 738.95, "word": " them", "probability": 0.9375}, {"start": 738.95, "end": 739.11, "word": " هو", "probability": 0.94873046875}, {"start": 739.11, "end": 739.27, "word": " مش", "probability": 0.98779296875}, {"start": 739.27, "end": 739.65, "word": " عالية", "probability": 0.9817708333333334}, {"start": 739.65, "end": 740.21, "word": " ليش", "probability": 0.8671875}, {"start": 740.21, "end": 740.45, "word": " لأنه", "probability": 0.8203125}, {"start": 740.45, "end": 740.81, "word": " مافيش", "probability": 0.87255859375}, {"start": 740.81, "end": 741.35, "word": " ارتباط", "probability": 0.9830322265625}, {"start": 741.35, "end": 741.81, "word": " بينهم", "probability": 0.985107421875}], "temperature": 1.0}, {"id": 32, "seek": 76354, "start": 742.16, "end": 763.54, "text": "هذه بتزيد لحالها و هذه ممكن تكون low هذه ممكن تصير high وهذه تنزل low ففيش ارتباط قد يحدث صدفة ان الاتنين طلعوا مع بعض high لكن مش دائما مش دائما فما بقدر اقول انه في ارتباط او association between them مدينة مافيش association between them فدلك ال .. ال .. ال w هذه المفروض انها", "tokens": [3224, 24192, 39894, 11622, 25708, 5296, 5016, 6027, 11296, 4032, 29538, 3714, 43020, 6055, 30544, 2295, 29538, 3714, 43020, 6055, 9381, 13546, 1090, 37037, 24192, 6055, 1863, 11622, 1211, 2295, 6156, 41185, 8592, 1975, 43500, 3555, 41193, 12174, 3215, 7251, 24401, 12984, 20328, 3215, 5172, 3660, 16472, 2423, 9307, 1863, 9957, 23032, 1211, 3615, 14407, 20449, 45030, 11242, 1090, 44381, 37893, 11778, 16373, 15042, 37893, 11778, 16373, 15042, 6156, 15042, 4724, 28543, 2288, 1975, 39648, 16472, 3224, 8978, 1975, 43500, 3555, 41193, 1975, 2407, 14598, 1296, 552, 3714, 3215, 9957, 3660, 19446, 41185, 8592, 14598, 1296, 552, 6156, 3215, 1211, 4117, 2423, 4386, 2423, 4386, 2423, 261, 29538, 9673, 5172, 32887, 11242, 16472, 11296], "avg_logprob": -0.21644021894620813, "compression_ratio": 1.8319327731092436, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 742.16, "end": 742.36, "word": "هذه", "probability": 0.806396484375}, {"start": 742.36, "end": 742.72, "word": " بتزيد", "probability": 0.7112630208333334}, {"start": 742.72, "end": 743.12, "word": " لحالها", "probability": 0.93994140625}, {"start": 743.12, "end": 743.24, "word": " و", "probability": 0.62451171875}, {"start": 743.24, "end": 743.36, "word": " هذه", "probability": 0.55859375}, {"start": 743.36, "end": 743.58, "word": " ممكن", "probability": 0.8955078125}, {"start": 743.58, "end": 743.98, "word": " تكون", "probability": 0.984619140625}, {"start": 743.98, "end": 744.7, "word": " low", "probability": 0.908203125}, {"start": 744.7, "end": 745.24, "word": " هذه", "probability": 0.42236328125}, {"start": 745.24, "end": 745.5, "word": " ممكن", "probability": 0.981201171875}, {"start": 745.5, "end": 745.8, "word": " تصير", "probability": 0.9724934895833334}, {"start": 745.8, "end": 745.98, "word": " high", "probability": 0.95166015625}, {"start": 745.98, "end": 746.16, "word": " وهذه", "probability": 0.77685546875}, {"start": 746.16, "end": 746.56, "word": " تنزل", "probability": 0.9373779296875}, {"start": 746.56, "end": 746.78, "word": " low", "probability": 0.85693359375}, {"start": 746.78, "end": 747.82, "word": " ففيش", "probability": 0.5831705729166666}, {"start": 747.82, "end": 748.2, "word": " ارتباط", "probability": 0.9371337890625}, {"start": 748.2, "end": 748.44, "word": " قد", "probability": 0.97607421875}, {"start": 748.44, "end": 748.82, "word": " يحدث", "probability": 0.96337890625}, {"start": 748.82, "end": 749.42, "word": " صدفة", "probability": 0.97998046875}, {"start": 749.42, "end": 749.58, "word": " ان", "probability": 0.405029296875}, {"start": 749.58, "end": 749.86, "word": " الاتنين", "probability": 0.76641845703125}, {"start": 749.86, "end": 750.14, "word": " طلعوا", "probability": 0.974853515625}, {"start": 750.14, "end": 750.24, "word": " مع", "probability": 0.97802734375}, {"start": 750.24, "end": 750.54, "word": " بعض", "probability": 0.993896484375}, {"start": 750.54, "end": 750.8, "word": " high", "probability": 0.94970703125}, {"start": 750.8, "end": 751.32, "word": " لكن", "probability": 0.90625}, {"start": 751.32, "end": 751.56, "word": " مش", "probability": 0.97119140625}, {"start": 751.56, "end": 751.98, "word": " دائما", "probability": 0.9638671875}, {"start": 751.98, "end": 752.98, "word": " مش", "probability": 0.46337890625}, {"start": 752.98, "end": 753.54, "word": " دائما", "probability": 0.9697265625}, {"start": 753.54, "end": 753.76, "word": " فما", "probability": 0.82470703125}, {"start": 753.76, "end": 754.1, "word": " بقدر", "probability": 0.8356119791666666}, {"start": 754.1, "end": 754.26, "word": " اقول", "probability": 0.876708984375}, {"start": 754.26, "end": 754.48, "word": " انه", "probability": 0.71533203125}, {"start": 754.48, "end": 754.6, "word": " في", "probability": 0.89013671875}, {"start": 754.6, "end": 755.78, "word": " ارتباط", "probability": 0.9451904296875}, {"start": 755.78, "end": 756.12, "word": " او", "probability": 0.806396484375}, {"start": 756.12, "end": 756.8, "word": " association", "probability": 0.91064453125}, {"start": 756.8, "end": 757.18, "word": " between", "probability": 0.94921875}, {"start": 757.18, "end": 757.52, "word": " them", "probability": 0.94677734375}, {"start": 757.52, "end": 758.02, "word": " مدينة", "probability": 0.51348876953125}, {"start": 758.02, "end": 758.2, "word": " مافيش", "probability": 0.9361979166666666}, {"start": 758.2, "end": 758.68, "word": " association", "probability": 0.92333984375}, {"start": 758.68, "end": 758.94, "word": " between", "probability": 0.93603515625}, {"start": 758.94, "end": 759.26, "word": " them", "probability": 0.94482421875}, {"start": 759.26, "end": 760.34, "word": " فدلك", "probability": 0.686279296875}, {"start": 760.34, "end": 760.68, "word": " ال", "probability": 0.5556640625}, {"start": 760.68, "end": 760.68, "word": " ..", "probability": 0.339111328125}, {"start": 760.68, "end": 761.24, "word": " ال", "probability": 0.92626953125}, {"start": 761.24, "end": 761.24, "word": " ..", "probability": 0.61279296875}, {"start": 761.24, "end": 761.66, "word": " ال", "probability": 0.94580078125}, {"start": 761.66, "end": 762.06, "word": " w", "probability": 0.23291015625}, {"start": 762.06, "end": 762.46, "word": " هذه", "probability": 0.6181640625}, {"start": 762.46, "end": 763.24, "word": " المفروض", "probability": 0.9949951171875}, {"start": 763.24, "end": 763.54, "word": " انها", "probability": 0.875244140625}], "temperature": 1.0}, {"id": 33, "seek": 78252, "start": 764.44, "end": 782.52, "text": "تبدأ تجلب لأن مافيش ارتباط حقيقة مافيش ارتباط تمام فهب صغلنا إياها هذه الفكرة وسماها الظاهرة اللي ممكن تحدث .. تحدث داخل ال .. ال neural network بحيث أنه نقدر نستفيد منها", "tokens": [2655, 44510, 10721, 6055, 7435, 46152, 5296, 33456, 19446, 41185, 8592, 1975, 43500, 3555, 41193, 11331, 38436, 28671, 19446, 41185, 8592, 1975, 43500, 3555, 41193, 46811, 10943, 6156, 3224, 3555, 20328, 17082, 1211, 8315, 11933, 25528, 11296, 29538, 27188, 4117, 25720, 46952, 15042, 11296, 6024, 116, 40294, 25720, 13672, 1829, 3714, 43020, 6055, 24401, 12984, 4386, 6055, 24401, 12984, 11778, 47283, 1211, 2423, 4386, 2423, 18161, 3209, 4724, 5016, 1829, 12984, 14739, 3224, 8717, 28543, 2288, 8717, 14851, 5172, 25708, 9154, 11296], "avg_logprob": -0.18100527144340148, "compression_ratio": 1.6043956043956045, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 764.44, "end": 764.86, "word": "تبدأ", "probability": 0.8736979166666666}, {"start": 764.86, "end": 765.16, "word": " تجلب", "probability": 0.6083170572916666}, {"start": 765.16, "end": 765.58, "word": " لأن", "probability": 0.706787109375}, {"start": 765.58, "end": 765.92, "word": " مافيش", "probability": 0.8933919270833334}, {"start": 765.92, "end": 766.44, "word": " ارتباط", "probability": 0.945068359375}, {"start": 766.44, "end": 766.96, "word": " حقيقة", "probability": 0.90771484375}, {"start": 766.96, "end": 767.68, "word": " مافيش", "probability": 0.6796468098958334}, {"start": 767.68, "end": 768.14, "word": " ارتباط", "probability": 0.986572265625}, {"start": 768.14, "end": 768.86, "word": " تمام", "probability": 0.807861328125}, {"start": 768.86, "end": 769.56, "word": " فهب", "probability": 0.8030598958333334}, {"start": 769.56, "end": 770.14, "word": " صغلنا", "probability": 0.854736328125}, {"start": 770.14, "end": 770.44, "word": " إياها", "probability": 0.6909993489583334}, {"start": 770.44, "end": 770.68, "word": " هذه", "probability": 0.94580078125}, {"start": 770.68, "end": 771.18, "word": " الفكرة", "probability": 0.9930013020833334}, {"start": 771.18, "end": 773.2, "word": " وسماها", "probability": 0.75390625}, {"start": 773.2, "end": 773.76, "word": " الظاهرة", "probability": 0.9412841796875}, {"start": 773.76, "end": 774.82, "word": " اللي", "probability": 0.592529296875}, {"start": 774.82, "end": 775.12, "word": " ممكن", "probability": 0.982666015625}, {"start": 775.12, "end": 775.62, "word": " تحدث", "probability": 0.9832356770833334}, {"start": 775.62, "end": 775.62, "word": " ..", "probability": 0.465087890625}, {"start": 775.62, "end": 776.42, "word": " تحدث", "probability": 0.974609375}, {"start": 776.42, "end": 777.38, "word": " داخل", "probability": 0.9669596354166666}, {"start": 777.38, "end": 777.88, "word": " ال", "probability": 0.97412109375}, {"start": 777.88, "end": 777.98, "word": " ..", "probability": 0.60986328125}, {"start": 777.98, "end": 779.14, "word": " ال", "probability": 0.94921875}, {"start": 779.14, "end": 779.54, "word": " neural", "probability": 0.5107421875}, {"start": 779.54, "end": 780.86, "word": " network", "probability": 0.96630859375}, {"start": 780.86, "end": 781.4, "word": " بحيث", "probability": 0.945068359375}, {"start": 781.4, "end": 781.56, "word": " أنه", "probability": 0.70849609375}, {"start": 781.56, "end": 781.78, "word": " نقدر", "probability": 0.93798828125}, {"start": 781.78, "end": 782.18, "word": " نستفيد", "probability": 0.993408203125}, {"start": 782.18, "end": 782.52, "word": " منها", "probability": 0.996337890625}], "temperature": 1.0}, {"id": 34, "seek": 80159, "start": 783.35, "end": 801.59, "text": "هنجد مثلا هذا for example مثال لو في عندي neural network بهذا الشكل هاجد انه دائما for example طبعا طبعا الأمثلة لاحقا هتوضحلنا الكلام اكتر لكن لو افترضنا ان فعلا ال layer الأولى ال input الأول وال layer التانية كل ما كانت", "tokens": [3224, 1863, 7435, 3215, 50113, 15040, 23758, 337, 1365, 50113, 6027, 45164, 8978, 18871, 16254, 18161, 3209, 39627, 15730, 25124, 28820, 8032, 26108, 3215, 16472, 3224, 11778, 16373, 15042, 337, 1365, 23032, 3555, 3615, 995, 23032, 3555, 3615, 995, 16247, 2304, 12984, 37977, 20193, 5016, 4587, 995, 8032, 2655, 2407, 11242, 5016, 1211, 8315, 2423, 28820, 10943, 1975, 4117, 2655, 2288, 44381, 45164, 1975, 5172, 2655, 43042, 8315, 16472, 6156, 3615, 15040, 2423, 4583, 16247, 12610, 7578, 2423, 4846, 16247, 12610, 16070, 4583, 16712, 7649, 10632, 28242, 19446, 25961, 2655], "avg_logprob": -0.11366758209008437, "compression_ratio": 1.748768472906404, "no_speech_prob": 1.1920928955078125e-05, "words": [{"start": 783.35, "end": 783.85, "word": "هنجد", "probability": 0.9007568359375}, {"start": 783.85, "end": 784.19, "word": " مثلا", "probability": 0.952392578125}, {"start": 784.19, "end": 784.75, "word": " هذا", "probability": 0.82958984375}, {"start": 784.75, "end": 785.11, "word": " for", "probability": 0.7255859375}, {"start": 785.11, "end": 785.49, "word": " example", "probability": 0.966796875}, {"start": 785.49, "end": 786.05, "word": " مثال", "probability": 0.965087890625}, {"start": 786.05, "end": 786.39, "word": " لو", "probability": 0.9775390625}, {"start": 786.39, "end": 786.55, "word": " في", "probability": 0.86962890625}, {"start": 786.55, "end": 786.91, "word": " عندي", "probability": 0.842529296875}, {"start": 786.91, "end": 787.75, "word": " neural", "probability": 0.80517578125}, {"start": 787.75, "end": 788.11, "word": " network", "probability": 0.966796875}, {"start": 788.11, "end": 788.47, "word": " بهذا", "probability": 0.97509765625}, {"start": 788.47, "end": 788.87, "word": " الشكل", "probability": 0.994140625}, {"start": 788.87, "end": 789.59, "word": " هاجد", "probability": 0.75634765625}, {"start": 789.59, "end": 789.91, "word": " انه", "probability": 0.811767578125}, {"start": 789.91, "end": 790.41, "word": " دائما", "probability": 0.9430338541666666}, {"start": 790.41, "end": 791.25, "word": " for", "probability": 0.892578125}, {"start": 791.25, "end": 791.61, "word": " example", "probability": 0.9736328125}, {"start": 791.61, "end": 791.97, "word": " طبعا", "probability": 0.9913330078125}, {"start": 791.97, "end": 792.29, "word": " طبعا", "probability": 0.8997802734375}, {"start": 792.29, "end": 792.81, "word": " الأمثلة", "probability": 0.9512939453125}, {"start": 792.81, "end": 793.19, "word": " لاحقا", "probability": 0.9041748046875}, {"start": 793.19, "end": 794.01, "word": " هتوضحلنا", "probability": 0.9430803571428571}, {"start": 794.01, "end": 794.99, "word": " الكلام", "probability": 0.9715169270833334}, {"start": 794.99, "end": 795.33, "word": " اكتر", "probability": 0.8802490234375}, {"start": 795.33, "end": 795.75, "word": " لكن", "probability": 0.8798828125}, {"start": 795.75, "end": 795.93, "word": " لو", "probability": 0.9619140625}, {"start": 795.93, "end": 796.31, "word": " افترضنا", "probability": 0.98173828125}, {"start": 796.31, "end": 796.41, "word": " ان", "probability": 0.74853515625}, {"start": 796.41, "end": 796.67, "word": " فعلا", "probability": 0.78662109375}, {"start": 796.67, "end": 796.81, "word": " ال", "probability": 0.93994140625}, {"start": 796.81, "end": 797.07, "word": " layer", "probability": 0.927734375}, {"start": 797.07, "end": 797.75, "word": " الأولى", "probability": 0.7820638020833334}, {"start": 797.75, "end": 797.95, "word": " ال", "probability": 0.9140625}, {"start": 797.95, "end": 798.23, "word": " input", "probability": 0.955078125}, {"start": 798.23, "end": 798.71, "word": " الأول", "probability": 0.88330078125}, {"start": 798.71, "end": 799.25, "word": " وال", "probability": 0.43017578125}, {"start": 799.25, "end": 799.79, "word": " layer", "probability": 0.958984375}, {"start": 799.79, "end": 800.37, "word": " التانية", "probability": 0.953125}, {"start": 800.37, "end": 800.85, "word": " كل", "probability": 0.9560546875}, {"start": 800.85, "end": 801.03, "word": " ما", "probability": 0.904296875}, {"start": 801.03, "end": 801.59, "word": " كانت", "probability": 0.980224609375}], "temperature": 1.0}, {"id": 35, "seek": 82939, "start": 802.17, "end": 829.39, "text": "ال neuron هادي عالية، هنجد ان ال neuron هادي في المقابل بتصير عالية، كل ما كانت هادي عالية، هادي أصبحت عالية، شوية شوية ل training إيش بيعمل؟ ل training كل اللي بيعملوا، إنه إذا فعلا شوفلي معادلة، شوفلي طريقة، شوفلي آلية، formula، إنه إذا فعلا هادي high و هادي high، هادي low و هادي low، بمعنى مرتبطين دايما، activation بتصير لهم مع بعض، الأصل إنه ال connection between them انزودها", "tokens": [6027, 34090, 8032, 995, 16254, 6225, 6027, 10632, 12399, 8032, 1863, 7435, 3215, 16472, 2423, 34090, 8032, 995, 16254, 8978, 9673, 4587, 16758, 1211, 39894, 9381, 13546, 6225, 6027, 10632, 12399, 28242, 19446, 25961, 2655, 8032, 995, 16254, 6225, 6027, 10632, 12399, 8032, 995, 16254, 5551, 9381, 3555, 33753, 6225, 6027, 10632, 12399, 13412, 2407, 10632, 13412, 2407, 10632, 5296, 3097, 11933, 1829, 8592, 4724, 1829, 25957, 1211, 22807, 5296, 3097, 28242, 13672, 1829, 4724, 1829, 25957, 1211, 14407, 12399, 36145, 3224, 11933, 15730, 6156, 3615, 15040, 13412, 38688, 20292, 20449, 18513, 37977, 12399, 13412, 38688, 20292, 23032, 16572, 28671, 12399, 13412, 38688, 20292, 19753, 1211, 10632, 12399, 8513, 12399, 36145, 3224, 11933, 15730, 6156, 3615, 15040, 8032, 995, 16254, 1090, 4032, 8032, 995, 16254, 1090, 12399, 8032, 995, 16254, 2295, 4032, 8032, 995, 16254, 2295, 12399, 4724, 2304, 3615, 1863, 7578, 3714, 43500, 3555, 9566, 9957, 11778, 47302, 15042, 12399, 24433, 39894, 9381, 13546, 5296, 16095, 20449, 45030, 11242, 12399, 16247, 36520, 36145, 3224, 2423, 4984, 1296, 552, 16472, 11622, 23328, 11296], "avg_logprob": -0.13308189612352986, "compression_ratio": 2.063758389261745, "no_speech_prob": 5.125999450683594e-06, "words": [{"start": 802.17, "end": 802.43, "word": "ال", "probability": 0.72314453125}, {"start": 802.43, "end": 802.77, "word": " neuron", "probability": 0.177978515625}, {"start": 802.77, "end": 803.23, "word": " هادي", "probability": 0.7457682291666666}, {"start": 803.23, "end": 804.25, "word": " عالية،", "probability": 0.754241943359375}, {"start": 804.25, "end": 804.73, "word": " هنجد", "probability": 0.9202880859375}, {"start": 804.73, "end": 804.85, "word": " ان", "probability": 0.55712890625}, {"start": 804.85, "end": 804.97, "word": " ال", "probability": 0.76953125}, {"start": 804.97, "end": 805.21, "word": " neuron", "probability": 0.96923828125}, {"start": 805.21, "end": 805.43, "word": " هادي", "probability": 0.9192708333333334}, {"start": 805.43, "end": 805.57, "word": " في", "probability": 0.84326171875}, {"start": 805.57, "end": 806.07, "word": " المقابل", "probability": 0.9881591796875}, {"start": 806.07, "end": 806.43, "word": " بتصير", "probability": 0.9588216145833334}, {"start": 806.43, "end": 807.17, "word": " عالية،", "probability": 0.88671875}, {"start": 807.17, "end": 807.31, "word": " كل", "probability": 0.9755859375}, {"start": 807.31, "end": 807.45, "word": " ما", "probability": 0.77392578125}, {"start": 807.45, "end": 807.75, "word": " كانت", "probability": 0.93115234375}, {"start": 807.75, "end": 807.91, "word": " هادي", "probability": 0.8079427083333334}, {"start": 807.91, "end": 808.59, "word": " عالية،", "probability": 0.9459228515625}, {"start": 808.59, "end": 808.77, "word": " هادي", "probability": 0.9599609375}, {"start": 808.77, "end": 809.17, "word": " أصبحت", "probability": 0.96484375}, {"start": 809.17, "end": 809.93, "word": " عالية،", "probability": 0.9339599609375}, {"start": 809.93, "end": 810.19, "word": " شوية", "probability": 0.9256184895833334}, {"start": 810.19, "end": 810.51, "word": " شوية", "probability": 0.9908854166666666}, {"start": 810.51, "end": 810.63, "word": " ل", "probability": 0.556640625}, {"start": 810.63, "end": 810.97, "word": " training", "probability": 0.85498046875}, {"start": 810.97, "end": 811.19, "word": " إيش", "probability": 0.815673828125}, {"start": 811.19, "end": 811.85, "word": " بيعمل؟", "probability": 0.93525390625}, {"start": 811.85, "end": 811.97, "word": " ل", "probability": 0.89453125}, {"start": 811.97, "end": 812.27, "word": " training", "probability": 0.9423828125}, {"start": 812.27, "end": 812.49, "word": " كل", "probability": 0.9736328125}, {"start": 812.49, "end": 812.63, "word": " اللي", "probability": 0.98974609375}, {"start": 812.63, "end": 814.07, "word": " بيعملوا،", "probability": 0.8491617838541666}, {"start": 814.07, "end": 814.37, "word": " إنه", "probability": 0.697265625}, {"start": 814.37, "end": 814.55, "word": " إذا", "probability": 0.97802734375}, {"start": 814.55, "end": 815.07, "word": " فعلا", "probability": 0.9187825520833334}, {"start": 815.07, "end": 815.79, "word": " شوفلي", "probability": 0.7947591145833334}, {"start": 815.79, "end": 816.33, "word": " معادلة،", "probability": 0.97705078125}, {"start": 816.33, "end": 816.55, "word": " شوفلي", "probability": 0.98828125}, {"start": 816.55, "end": 817.01, "word": " طريقة،", "probability": 0.9835205078125}, {"start": 817.01, "end": 817.25, "word": " شوفلي", "probability": 0.9860026041666666}, {"start": 817.25, "end": 818.27, "word": " آلية،", "probability": 0.8626708984375}, {"start": 818.27, "end": 819.03, "word": " formula،", "probability": 0.880615234375}, {"start": 819.03, "end": 819.31, "word": " إنه", "probability": 0.916748046875}, {"start": 819.31, "end": 819.45, "word": " إذا", "probability": 0.983642578125}, {"start": 819.45, "end": 819.77, "word": " فعلا", "probability": 0.96142578125}, {"start": 819.77, "end": 819.99, "word": " هادي", "probability": 0.9254557291666666}, {"start": 819.99, "end": 820.23, "word": " high", "probability": 0.9453125}, {"start": 820.23, "end": 820.33, "word": " و", "probability": 0.82568359375}, {"start": 820.33, "end": 820.53, "word": " هادي", "probability": 0.9482421875}, {"start": 820.53, "end": 821.33, "word": " high،", "probability": 0.840087890625}, {"start": 821.33, "end": 821.59, "word": " هادي", "probability": 0.96630859375}, {"start": 821.59, "end": 821.69, "word": " low", "probability": 0.9873046875}, {"start": 821.69, "end": 821.77, "word": " و", "probability": 0.58837890625}, {"start": 821.77, "end": 821.93, "word": " هادي", "probability": 0.9825846354166666}, {"start": 821.93, "end": 822.11, "word": " low،", "probability": 0.891357421875}, {"start": 822.11, "end": 822.37, "word": " بمعنى", "probability": 0.9296875}, {"start": 822.37, "end": 822.95, "word": " مرتبطين", "probability": 0.99130859375}, {"start": 822.95, "end": 823.35, "word": " دايما،", "probability": 0.7738037109375}, {"start": 823.35, "end": 823.91, "word": " activation", "probability": 0.91455078125}, {"start": 823.91, "end": 824.33, "word": " بتصير", "probability": 0.9729817708333334}, {"start": 824.33, "end": 824.55, "word": " لهم", "probability": 0.745849609375}, {"start": 824.55, "end": 824.69, "word": " مع", "probability": 0.9921875}, {"start": 824.69, "end": 825.27, "word": " بعض،", "probability": 0.9874674479166666}, {"start": 825.27, "end": 825.73, "word": " الأصل", "probability": 0.84716796875}, {"start": 825.73, "end": 826.21, "word": " إنه", "probability": 0.612548828125}, {"start": 826.21, "end": 826.57, "word": " ال", "probability": 0.97216796875}, {"start": 826.57, "end": 826.91, "word": " connection", "probability": 0.94580078125}, {"start": 826.91, "end": 827.25, "word": " between", "probability": 0.9423828125}, {"start": 827.25, "end": 827.63, "word": " them", "probability": 0.9423828125}, {"start": 827.63, "end": 829.39, "word": " انزودها", "probability": 0.84185791015625}], "temperature": 1.0}, {"id": 36, "seek": 84946, "start": 830.18, "end": 849.46, "text": "بمعنى أن الـ W بينهم المفروض أننا نقوّي الرابط تبعها أو نقوّي قيمتها ال gain تبعها فهذا بشكل أساسي طب كيف بقدر أجوي ال gain بتاعتها عشان أقول والله أنا محتاج فعلا ال delta W هذه قمت ال delta W هي W فإذن قيمة delta W", "tokens": [3555, 2304, 3615, 1863, 7578, 14739, 2423, 39184, 343, 49374, 16095, 9673, 5172, 32887, 11242, 14739, 8315, 8717, 4587, 2407, 11703, 1829, 34892, 16758, 9566, 6055, 3555, 3615, 11296, 34051, 8717, 4587, 2407, 11703, 1829, 12174, 32640, 2655, 11296, 2423, 6052, 6055, 3555, 3615, 11296, 6156, 3224, 15730, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 23032, 3555, 9122, 33911, 4724, 28543, 2288, 5551, 7435, 45865, 2423, 6052, 39894, 995, 34268, 11296, 6225, 8592, 7649, 5551, 39648, 16070, 43761, 41850, 3714, 33753, 26108, 6156, 3615, 15040, 2423, 8289, 343, 29538, 12174, 2304, 2655, 2423, 8289, 343, 39896, 343, 6156, 28814, 8848, 1863, 12174, 32640, 3660, 8289, 343], "avg_logprob": -0.1908586459739186, "compression_ratio": 1.75, "no_speech_prob": 1.3113021850585938e-06, "words": [{"start": 830.18, "end": 830.62, "word": "بمعنى", "probability": 0.91494140625}, {"start": 830.62, "end": 830.78, "word": " أن", "probability": 0.2978515625}, {"start": 830.78, "end": 831.02, "word": " الـ", "probability": 0.745361328125}, {"start": 831.02, "end": 831.28, "word": " W", "probability": 0.420166015625}, {"start": 831.28, "end": 832.1, "word": " بينهم", "probability": 0.941162109375}, {"start": 832.1, "end": 832.62, "word": " المفروض", "probability": 0.963623046875}, {"start": 832.62, "end": 832.88, "word": " أننا", "probability": 0.447509765625}, {"start": 832.88, "end": 833.64, "word": " نقوّي", "probability": 0.831640625}, {"start": 833.64, "end": 834.4, "word": " الرابط", "probability": 0.8186848958333334}, {"start": 834.4, "end": 834.66, "word": " تبعها", "probability": 0.79833984375}, {"start": 834.66, "end": 834.74, "word": " أو", "probability": 0.607421875}, {"start": 834.74, "end": 835.14, "word": " نقوّي", "probability": 0.93623046875}, {"start": 835.14, "end": 835.74, "word": " قيمتها", "probability": 0.989501953125}, {"start": 835.74, "end": 836.16, "word": " ال", "probability": 0.3916015625}, {"start": 836.16, "end": 836.44, "word": " gain", "probability": 0.36572265625}, {"start": 836.44, "end": 836.96, "word": " تبعها", "probability": 0.9605712890625}, {"start": 836.96, "end": 837.5, "word": " فهذا", "probability": 0.7229817708333334}, {"start": 837.5, "end": 838.22, "word": " بشكل", "probability": 0.9866536458333334}, {"start": 838.22, "end": 838.82, "word": " أساسي", "probability": 0.953125}, {"start": 838.82, "end": 838.94, "word": " طب", "probability": 0.7666015625}, {"start": 838.94, "end": 839.18, "word": " كيف", "probability": 0.976318359375}, {"start": 839.18, "end": 839.62, "word": " بقدر", "probability": 0.9775390625}, {"start": 839.62, "end": 840.18, "word": " أجوي", "probability": 0.7666015625}, {"start": 840.18, "end": 840.5, "word": " ال", "probability": 0.95458984375}, {"start": 840.5, "end": 840.7, "word": " gain", "probability": 0.89208984375}, {"start": 840.7, "end": 841.26, "word": " بتاعتها", "probability": 0.9027099609375}, {"start": 841.26, "end": 842.06, "word": " عشان", "probability": 0.9602864583333334}, {"start": 842.06, "end": 842.32, "word": " أقول", "probability": 0.927001953125}, {"start": 842.32, "end": 842.6, "word": " والله", "probability": 0.73828125}, {"start": 842.6, "end": 842.8, "word": " أنا", "probability": 0.78564453125}, {"start": 842.8, "end": 843.32, "word": " محتاج", "probability": 0.96044921875}, {"start": 843.32, "end": 843.74, "word": " فعلا", "probability": 0.8893229166666666}, {"start": 843.74, "end": 844.26, "word": " ال", "probability": 0.94775390625}, {"start": 844.26, "end": 844.64, "word": " delta", "probability": 0.498779296875}, {"start": 844.64, "end": 845.28, "word": " W", "probability": 0.7998046875}, {"start": 845.28, "end": 845.66, "word": " هذه", "probability": 0.67919921875}, {"start": 845.66, "end": 846.28, "word": " قمت", "probability": 0.8753255208333334}, {"start": 846.28, "end": 846.38, "word": " ال", "probability": 0.884765625}, {"start": 846.38, "end": 846.6, "word": " delta", "probability": 0.88525390625}, {"start": 846.6, "end": 846.96, "word": " W", "probability": 0.92626953125}, {"start": 846.96, "end": 847.12, "word": " هي", "probability": 0.6171875}, {"start": 847.12, "end": 847.5, "word": " W", "probability": 0.74560546875}, {"start": 847.5, "end": 848.24, "word": " فإذن", "probability": 0.80078125}, {"start": 848.24, "end": 848.74, "word": " قيمة", "probability": 0.99267578125}, {"start": 848.74, "end": 849.02, "word": " delta", "probability": 0.6376953125}, {"start": 849.02, "end": 849.46, "word": " W", "probability": 0.9765625}], "temperature": 1.0}, {"id": 37, "seek": 87482, "start": 850.06, "end": 874.82, "text": "هى جداش معدل الزيادة او النقصان الحقيقة زيادة او نقصان جداش المعدل المفروض Delta Wi و J بين I و J طبعا اتفقنا ال P هذا اللى هى ال iteration ال iteration فانا فى ال iteration number الاولى مثلا او فى الدورة الاولى الدورة التانية الدورة التالتة فى ال iteration رقم واحد اتنين تلاتة اربعة and so on", "tokens": [3224, 7578, 10874, 3215, 33599, 20449, 3215, 1211, 6024, 110, 1829, 18513, 3660, 1975, 2407, 28239, 4587, 9381, 7649, 21542, 38436, 28671, 30767, 1829, 18513, 3660, 1975, 2407, 8717, 4587, 9381, 7649, 10874, 3215, 33599, 9673, 22488, 1211, 9673, 5172, 32887, 11242, 18183, 14035, 4032, 508, 49374, 286, 4032, 508, 23032, 3555, 3615, 995, 1975, 2655, 5172, 4587, 8315, 2423, 430, 23758, 13672, 7578, 8032, 7578, 2423, 24784, 2423, 24784, 6156, 7649, 995, 6156, 7578, 2423, 24784, 1230, 42963, 12610, 7578, 50113, 15040, 1975, 2407, 6156, 7578, 32748, 13063, 3660, 42963, 12610, 7578, 32748, 13063, 3660, 16712, 7649, 10632, 32748, 13063, 3660, 16712, 6027, 2655, 3660, 6156, 7578, 2423, 24784, 12602, 4587, 2304, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 1975, 25513, 27884, 293, 370, 322], "avg_logprob": -0.1734375013754918, "compression_ratio": 2.0213675213675213, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 850.06, "end": 850.68, "word": "هى", "probability": 0.43670654296875}, {"start": 850.68, "end": 851.28, "word": " جداش", "probability": 0.8107096354166666}, {"start": 851.28, "end": 852.14, "word": " معدل", "probability": 0.9181315104166666}, {"start": 852.14, "end": 852.76, "word": " الزيادة", "probability": 0.90673828125}, {"start": 852.76, "end": 852.86, "word": " او", "probability": 0.7154541015625}, {"start": 852.86, "end": 853.28, "word": " النقصان", "probability": 0.974365234375}, {"start": 853.28, "end": 853.76, "word": " الحقيقة", "probability": 0.849609375}, {"start": 853.76, "end": 854.34, "word": " زيادة", "probability": 0.870361328125}, {"start": 854.34, "end": 854.42, "word": " او", "probability": 0.9501953125}, {"start": 854.42, "end": 854.78, "word": " نقصان", "probability": 0.9964599609375}, {"start": 854.78, "end": 855.3, "word": " جداش", "probability": 0.9248046875}, {"start": 855.3, "end": 855.96, "word": " المعدل", "probability": 0.98486328125}, {"start": 855.96, "end": 856.56, "word": " المفروض", "probability": 0.974609375}, {"start": 856.56, "end": 856.78, "word": " Delta", "probability": 0.262939453125}, {"start": 856.78, "end": 857.36, "word": " Wi", "probability": 0.63037109375}, {"start": 857.36, "end": 857.68, "word": " و", "probability": 0.52490234375}, {"start": 857.68, "end": 857.88, "word": " J", "probability": 0.43798828125}, {"start": 857.88, "end": 858.32, "word": " بين", "probability": 0.79833984375}, {"start": 858.32, "end": 858.62, "word": " I", "probability": 0.5595703125}, {"start": 858.62, "end": 858.8, "word": " و", "probability": 0.95458984375}, {"start": 858.8, "end": 859.24, "word": " J", "probability": 0.716796875}, {"start": 859.24, "end": 859.98, "word": " طبعا", "probability": 0.951904296875}, {"start": 859.98, "end": 860.68, "word": " اتفقنا", "probability": 0.96201171875}, {"start": 860.68, "end": 860.92, "word": " ال", "probability": 0.9189453125}, {"start": 860.92, "end": 861.08, "word": " P", "probability": 0.7548828125}, {"start": 861.08, "end": 861.26, "word": " هذا", "probability": 0.11181640625}, {"start": 861.26, "end": 861.38, "word": " اللى", "probability": 0.907470703125}, {"start": 861.38, "end": 862.3, "word": " هى", "probability": 0.940673828125}, {"start": 862.3, "end": 862.52, "word": " ال", "probability": 0.947265625}, {"start": 862.52, "end": 862.92, "word": " iteration", "probability": 0.75341796875}, {"start": 862.92, "end": 863.36, "word": " ال", "probability": 0.436767578125}, {"start": 863.36, "end": 863.66, "word": " iteration", "probability": 0.83642578125}, {"start": 863.66, "end": 864.12, "word": " فانا", "probability": 0.95263671875}, {"start": 864.12, "end": 864.44, "word": " فى", "probability": 0.728271484375}, {"start": 864.44, "end": 864.62, "word": " ال", "probability": 0.9814453125}, {"start": 864.62, "end": 865.14, "word": " iteration", "probability": 0.89501953125}, {"start": 865.14, "end": 866.1, "word": " number", "probability": 0.90087890625}, {"start": 866.1, "end": 867.2, "word": " الاولى", "probability": 0.8019205729166666}, {"start": 867.2, "end": 867.48, "word": " مثلا", "probability": 0.98974609375}, {"start": 867.48, "end": 867.74, "word": " او", "probability": 0.947265625}, {"start": 867.74, "end": 868.26, "word": " فى", "probability": 0.818115234375}, {"start": 868.26, "end": 869.26, "word": " الدورة", "probability": 0.95751953125}, {"start": 869.26, "end": 871.06, "word": " الاولى", "probability": 0.85546875}, {"start": 871.06, "end": 871.36, "word": " الدورة", "probability": 0.912109375}, {"start": 871.36, "end": 871.6, "word": " التانية", "probability": 0.8741861979166666}, {"start": 871.6, "end": 871.86, "word": " الدورة", "probability": 0.9602864583333334}, {"start": 871.86, "end": 872.18, "word": " التالتة", "probability": 0.821533203125}, {"start": 872.18, "end": 872.3, "word": " فى", "probability": 0.886474609375}, {"start": 872.3, "end": 872.38, "word": " ال", "probability": 0.9765625}, {"start": 872.38, "end": 872.76, "word": " iteration", "probability": 0.865234375}, {"start": 872.76, "end": 873.14, "word": " رقم", "probability": 0.96142578125}, {"start": 873.14, "end": 873.42, "word": " واحد", "probability": 0.85888671875}, {"start": 873.42, "end": 873.7, "word": " اتنين", "probability": 0.981201171875}, {"start": 873.7, "end": 874.1, "word": " تلاتة", "probability": 0.9276123046875}, {"start": 874.1, "end": 874.36, "word": " اربعة", "probability": 0.837890625}, {"start": 874.36, "end": 874.52, "word": " and", "probability": 0.8818359375}, {"start": 874.52, "end": 874.68, "word": " so", "probability": 0.93310546875}, {"start": 874.68, "end": 874.82, "word": " on", "probability": 0.962890625}], "temperature": 1.0}, {"id": 38, "seek": 90456, "start": 875.42, "end": 904.56, "text": "هذه ال P اللي هي رقم ال iteration هذه المفروض انها تكون معتمدة على function تربط Y ب X الشيء Y هي قيمة ال J اللي هي قيمة ال node J و X هي قيمة ال node I طيب بحيث ان فعلا العلاقة بينهم توضح لنا هل هم مرتبطين بعض او لا هل هم مرتبطين بعض او لا كيف؟", "tokens": [3224, 24192, 2423, 430, 13672, 1829, 39896, 12602, 4587, 2304, 2423, 24784, 29538, 9673, 5172, 32887, 11242, 16472, 11296, 6055, 30544, 3714, 34268, 2304, 41891, 15844, 2445, 6055, 25513, 9566, 398, 4724, 1783, 25124, 1829, 38207, 398, 39896, 12174, 32640, 3660, 2423, 508, 13672, 1829, 39896, 12174, 32640, 3660, 2423, 9984, 508, 4032, 1783, 39896, 12174, 32640, 3660, 2423, 9984, 286, 23032, 1829, 3555, 4724, 5016, 1829, 12984, 16472, 6156, 3615, 15040, 18863, 15040, 28671, 49374, 16095, 6055, 2407, 11242, 5016, 5296, 8315, 8032, 1211, 8032, 2304, 3714, 43500, 3555, 9566, 9957, 45030, 11242, 1975, 2407, 20193, 8032, 1211, 8032, 2304, 3714, 43500, 3555, 9566, 9957, 45030, 11242, 1975, 2407, 20193, 9122, 33911, 22807], "avg_logprob": -0.18519021998281066, "compression_ratio": 1.8644859813084111, "no_speech_prob": 3.993511199951172e-06, "words": [{"start": 875.42, "end": 875.78, "word": "هذه", "probability": 0.810791015625}, {"start": 875.78, "end": 875.98, "word": " ال", "probability": 0.8427734375}, {"start": 875.98, "end": 876.14, "word": " P", "probability": 0.41015625}, {"start": 876.14, "end": 876.3, "word": " اللي", "probability": 0.633056640625}, {"start": 876.3, "end": 876.54, "word": " هي", "probability": 0.96484375}, {"start": 876.54, "end": 876.9, "word": " رقم", "probability": 0.9347330729166666}, {"start": 876.9, "end": 876.96, "word": " ال", "probability": 0.97216796875}, {"start": 876.96, "end": 877.28, "word": " iteration", "probability": 0.654296875}, {"start": 877.28, "end": 877.96, "word": " هذه", "probability": 0.68212890625}, {"start": 877.96, "end": 878.28, "word": " المفروض", "probability": 0.9952392578125}, {"start": 878.28, "end": 878.42, "word": " انها", "probability": 0.43011474609375}, {"start": 878.42, "end": 878.62, "word": " تكون", "probability": 0.972900390625}, {"start": 878.62, "end": 879.14, "word": " معتمدة", "probability": 0.87353515625}, {"start": 879.14, "end": 879.36, "word": " على", "probability": 0.84912109375}, {"start": 879.36, "end": 880.28, "word": " function", "probability": 0.87353515625}, {"start": 880.28, "end": 881.94, "word": " تربط", "probability": 0.9703776041666666}, {"start": 881.94, "end": 882.8, "word": " Y", "probability": 0.794921875}, {"start": 882.8, "end": 884.12, "word": " ب", "probability": 0.8623046875}, {"start": 884.12, "end": 884.46, "word": " X", "probability": 0.705078125}, {"start": 884.46, "end": 885.1, "word": " الشيء", "probability": 0.71826171875}, {"start": 885.1, "end": 885.4, "word": " Y", "probability": 0.66455078125}, {"start": 885.4, "end": 885.8, "word": " هي", "probability": 0.93701171875}, {"start": 885.8, "end": 886.24, "word": " قيمة", "probability": 0.9951171875}, {"start": 886.24, "end": 886.4, "word": " ال", "probability": 0.7861328125}, {"start": 886.4, "end": 886.64, "word": " J", "probability": 0.8623046875}, {"start": 886.64, "end": 887.4, "word": " اللي", "probability": 0.9296875}, {"start": 887.4, "end": 887.7, "word": " هي", "probability": 0.96630859375}, {"start": 887.7, "end": 888.64, "word": " قيمة", "probability": 0.9921875}, {"start": 888.64, "end": 888.86, "word": " ال", "probability": 0.32080078125}, {"start": 888.86, "end": 889.34, "word": " node", "probability": 0.8349609375}, {"start": 889.34, "end": 889.7, "word": " J", "probability": 0.90869140625}, {"start": 889.7, "end": 890.7, "word": " و", "probability": 0.84619140625}, {"start": 890.7, "end": 891.42, "word": " X", "probability": 0.92919921875}, {"start": 891.42, "end": 891.6, "word": " هي", "probability": 0.98828125}, {"start": 891.6, "end": 892.02, "word": " قيمة", "probability": 0.9954427083333334}, {"start": 892.02, "end": 892.18, "word": " ال", "probability": 0.87060546875}, {"start": 892.18, "end": 892.44, "word": " node", "probability": 0.91796875}, {"start": 892.44, "end": 892.92, "word": " I", "probability": 0.9453125}, {"start": 892.92, "end": 895.06, "word": " طيب", "probability": 0.8658854166666666}, {"start": 895.06, "end": 896.04, "word": " بحيث", "probability": 0.9173583984375}, {"start": 896.04, "end": 896.66, "word": " ان", "probability": 0.70166015625}, {"start": 896.66, "end": 897.2, "word": " فعلا", "probability": 0.71923828125}, {"start": 897.2, "end": 897.98, "word": " العلاقة", "probability": 0.8943684895833334}, {"start": 897.98, "end": 898.64, "word": " بينهم", "probability": 0.98876953125}, {"start": 898.64, "end": 899.7, "word": " توضح", "probability": 0.83984375}, {"start": 899.7, "end": 899.96, "word": " لنا", "probability": 0.9375}, {"start": 899.96, "end": 900.16, "word": " هل", "probability": 0.9169921875}, {"start": 900.16, "end": 900.32, "word": " هم", "probability": 0.88232421875}, {"start": 900.32, "end": 900.92, "word": " مرتبطين", "probability": 0.98486328125}, {"start": 900.92, "end": 901.22, "word": " بعض", "probability": 0.8349609375}, {"start": 901.22, "end": 901.38, "word": " او", "probability": 0.861572265625}, {"start": 901.38, "end": 901.6, "word": " لا", "probability": 0.412841796875}, {"start": 901.6, "end": 902.68, "word": " هل", "probability": 0.623046875}, {"start": 902.68, "end": 902.78, "word": " هم", "probability": 0.971923828125}, {"start": 902.78, "end": 903.1, "word": " مرتبطين", "probability": 0.97802734375}, {"start": 903.1, "end": 903.32, "word": " بعض", "probability": 0.945556640625}, {"start": 903.32, "end": 903.46, "word": " او", "probability": 0.61383056640625}, {"start": 903.46, "end": 903.54, "word": " لا", "probability": 0.91845703125}, {"start": 903.54, "end": 904.56, "word": " كيف؟", "probability": 0.8328450520833334}], "temperature": 1.0}, {"id": 39, "seek": 93194, "start": 904.94, "end": 931.94, "text": "بدنا شيء أنه لو هذه زادت و هذه في نفس الوقت زادت الأصل أنه أجوي أو أكبر delta w و لو مافيش ارتباط بينهم بمعنى هذه زادت هذه نقصت هذه نقصت هذه زادت ال delta w اتجلد ال delta w اتجلد فإيش ال function اللي بتربطلي ال two parameters هدول مع بعض بحيث أنها تعطيني هذه الفكرة أن أضربهم في بعض", "tokens": [44510, 8315, 44049, 38207, 14739, 3224, 45164, 29538, 30767, 18513, 2655, 4032, 29538, 8978, 8717, 36178, 2423, 30543, 2655, 30767, 18513, 2655, 16247, 36520, 14739, 3224, 5551, 7435, 45865, 34051, 5551, 4117, 26890, 8289, 261, 4032, 45164, 19446, 41185, 8592, 1975, 43500, 3555, 41193, 49374, 16095, 4724, 2304, 3615, 1863, 7578, 29538, 30767, 18513, 2655, 29538, 8717, 4587, 9381, 2655, 29538, 8717, 4587, 9381, 2655, 29538, 30767, 18513, 2655, 2423, 8289, 261, 1975, 2655, 7435, 1211, 3215, 2423, 8289, 261, 1975, 2655, 7435, 1211, 3215, 6156, 28814, 1829, 8592, 2423, 2445, 13672, 1829, 39894, 25513, 9566, 20292, 2423, 732, 9834, 8032, 3215, 12610, 20449, 45030, 11242, 4724, 5016, 1829, 12984, 14739, 11296, 37279, 9566, 9957, 1829, 29538, 27188, 4117, 25720, 14739, 5551, 11242, 25513, 16095, 8978, 45030, 11242], "avg_logprob": -0.18059593023255813, "compression_ratio": 1.8987854251012146, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 904.94, "end": 905.34, "word": "بدنا", "probability": 0.6397705078125}, {"start": 905.34, "end": 905.7, "word": " شيء", "probability": 0.7412109375}, {"start": 905.7, "end": 905.94, "word": " أنه", "probability": 0.5447998046875}, {"start": 905.94, "end": 906.14, "word": " لو", "probability": 0.9833984375}, {"start": 906.14, "end": 906.48, "word": " هذه", "probability": 0.7060546875}, {"start": 906.48, "end": 907.38, "word": " زادت", "probability": 0.96875}, {"start": 907.38, "end": 908.26, "word": " و", "probability": 0.64501953125}, {"start": 908.26, "end": 908.54, "word": " هذه", "probability": 0.712890625}, {"start": 908.54, "end": 908.66, "word": " في", "probability": 0.93896484375}, {"start": 908.66, "end": 908.84, "word": " نفس", "probability": 0.998046875}, {"start": 908.84, "end": 909.24, "word": " الوقت", "probability": 0.9908854166666666}, {"start": 909.24, "end": 909.92, "word": " زادت", "probability": 0.9900716145833334}, {"start": 909.92, "end": 910.82, "word": " الأصل", "probability": 0.6204833984375}, {"start": 910.82, "end": 911.18, "word": " أنه", "probability": 0.88134765625}, {"start": 911.18, "end": 911.7, "word": " أجوي", "probability": 0.7473958333333334}, {"start": 911.7, "end": 912.32, "word": " أو", "probability": 0.8828125}, {"start": 912.32, "end": 912.8, "word": " أكبر", "probability": 0.9778645833333334}, {"start": 912.8, "end": 913.2, "word": " delta", "probability": 0.419677734375}, {"start": 913.2, "end": 913.78, "word": " w", "probability": 0.400634765625}, {"start": 913.78, "end": 914.36, "word": " و", "probability": 0.69580078125}, {"start": 914.36, "end": 914.6, "word": " لو", "probability": 0.88671875}, {"start": 914.6, "end": 915.22, "word": " مافيش", "probability": 0.6072591145833334}, {"start": 915.22, "end": 915.74, "word": " ارتباط", "probability": 0.9261474609375}, {"start": 915.74, "end": 916.34, "word": " بينهم", "probability": 0.9814453125}, {"start": 916.34, "end": 916.76, "word": " بمعنى", "probability": 0.92607421875}, {"start": 916.76, "end": 917.02, "word": " هذه", "probability": 0.5634765625}, {"start": 917.02, "end": 917.46, "word": " زادت", "probability": 0.9910481770833334}, {"start": 917.46, "end": 917.64, "word": " هذه", "probability": 0.359375}, {"start": 917.64, "end": 918.14, "word": " نقصت", "probability": 0.929443359375}, {"start": 918.14, "end": 918.5, "word": " هذه", "probability": 0.5263671875}, {"start": 918.5, "end": 918.84, "word": " نقصت", "probability": 0.974365234375}, {"start": 918.84, "end": 919.04, "word": " هذه", "probability": 0.7890625}, {"start": 919.04, "end": 919.62, "word": " زادت", "probability": 0.9918619791666666}, {"start": 919.62, "end": 920.32, "word": " ال", "probability": 0.8681640625}, {"start": 920.32, "end": 920.62, "word": " delta", "probability": 0.833984375}, {"start": 920.62, "end": 921.06, "word": " w", "probability": 0.86669921875}, {"start": 921.06, "end": 921.9, "word": " اتجلد", "probability": 0.86552734375}, {"start": 921.9, "end": 922.1, "word": " ال", "probability": 0.337890625}, {"start": 922.1, "end": 922.38, "word": " delta", "probability": 0.9453125}, {"start": 922.38, "end": 922.72, "word": " w", "probability": 0.9345703125}, {"start": 922.72, "end": 923.66, "word": " اتجلد", "probability": 0.98212890625}, {"start": 923.66, "end": 924.52, "word": " فإيش", "probability": 0.887939453125}, {"start": 924.52, "end": 924.66, "word": " ال", "probability": 0.9755859375}, {"start": 924.66, "end": 925.0, "word": " function", "probability": 0.95166015625}, {"start": 925.0, "end": 925.14, "word": " اللي", "probability": 0.939453125}, {"start": 925.14, "end": 925.84, "word": " بتربطلي", "probability": 0.7769775390625}, {"start": 925.84, "end": 926.2, "word": " ال", "probability": 0.986328125}, {"start": 926.2, "end": 926.5, "word": " two", "probability": 0.86474609375}, {"start": 926.5, "end": 927.32, "word": " parameters", "probability": 0.96728515625}, {"start": 927.32, "end": 927.6, "word": " هدول", "probability": 0.8966471354166666}, {"start": 927.6, "end": 927.82, "word": " مع", "probability": 0.99609375}, {"start": 927.82, "end": 928.26, "word": " بعض", "probability": 0.99169921875}, {"start": 928.26, "end": 928.78, "word": " بحيث", "probability": 0.965576171875}, {"start": 928.78, "end": 928.92, "word": " أنها", "probability": 0.76708984375}, {"start": 928.92, "end": 929.34, "word": " تعطيني", "probability": 0.82177734375}, {"start": 929.34, "end": 929.64, "word": " هذه", "probability": 0.9501953125}, {"start": 929.64, "end": 930.8, "word": " الفكرة", "probability": 0.9943033854166666}, {"start": 930.8, "end": 931.12, "word": " أن", "probability": 0.50244140625}, {"start": 931.12, "end": 931.5, "word": " أضربهم", "probability": 0.8984375}, {"start": 931.5, "end": 931.64, "word": " في", "probability": 0.91650390625}, {"start": 931.64, "end": 931.94, "word": " بعض", "probability": 0.978271484375}], "temperature": 1.0}, {"id": 40, "seek": 95731, "start": 932.37, "end": 957.31, "text": "إننا نضربهم في بعض بمعنى إنه إذا كان والله الاتنين بزيده فضربهم بزيد ضربهم بزيد إذا واحدة منهم قليلة واحنا عارفين إنه قيمة W قيمها بناخدها عادة من صفر لواحد فهي fractions في النهاية فإذا قلت العلاقة واحد منهم فالأصل إنه Delta W بتجل تبدأ تجل", "tokens": [28814, 1863, 8315, 8717, 11242, 25513, 16095, 8978, 45030, 11242, 4724, 2304, 3615, 1863, 7578, 36145, 3224, 11933, 15730, 25961, 16070, 43761, 2423, 9307, 1863, 9957, 4724, 11622, 25708, 3224, 6156, 11242, 25513, 16095, 4724, 11622, 25708, 48812, 25513, 16095, 4724, 11622, 25708, 11933, 15730, 36764, 24401, 3660, 9154, 16095, 12174, 20292, 37977, 4032, 39319, 8315, 6225, 9640, 5172, 9957, 36145, 3224, 12174, 32640, 3660, 343, 12174, 32640, 11296, 44945, 47283, 3215, 11296, 6225, 18513, 3660, 9154, 20328, 5172, 2288, 5296, 14407, 24401, 6156, 3224, 1829, 36058, 8978, 28239, 11296, 10632, 6156, 28814, 15730, 12174, 1211, 2655, 18863, 15040, 28671, 36764, 24401, 9154, 16095, 6156, 6027, 10721, 36520, 36145, 3224, 18183, 343, 39894, 7435, 1211, 6055, 44510, 10721, 6055, 7435, 1211], "avg_logprob": -0.14971823196430675, "compression_ratio": 1.8384279475982532, "no_speech_prob": 1.0967254638671875e-05, "words": [{"start": 932.37, "end": 932.75, "word": "إننا", "probability": 0.509521484375}, {"start": 932.75, "end": 933.13, "word": " نضربهم", "probability": 0.953857421875}, {"start": 933.13, "end": 933.25, "word": " في", "probability": 0.828125}, {"start": 933.25, "end": 933.51, "word": " بعض", "probability": 0.990234375}, {"start": 933.51, "end": 934.19, "word": " بمعنى", "probability": 0.880517578125}, {"start": 934.19, "end": 934.45, "word": " إنه", "probability": 0.8701171875}, {"start": 934.45, "end": 934.61, "word": " إذا", "probability": 0.966552734375}, {"start": 934.61, "end": 934.81, "word": " كان", "probability": 0.99169921875}, {"start": 934.81, "end": 935.03, "word": " والله", "probability": 0.912841796875}, {"start": 935.03, "end": 935.51, "word": " الاتنين", "probability": 0.7852783203125}, {"start": 935.51, "end": 936.53, "word": " بزيده", "probability": 0.80999755859375}, {"start": 936.53, "end": 937.59, "word": " فضربهم", "probability": 0.973388671875}, {"start": 937.59, "end": 938.67, "word": " بزيد", "probability": 0.9679361979166666}, {"start": 938.67, "end": 939.87, "word": " ضربهم", "probability": 0.89208984375}, {"start": 939.87, "end": 940.13, "word": " بزيد", "probability": 0.9754231770833334}, {"start": 940.13, "end": 940.51, "word": " إذا", "probability": 0.9072265625}, {"start": 940.51, "end": 940.77, "word": " واحدة", "probability": 0.9860026041666666}, {"start": 940.77, "end": 941.07, "word": " منهم", "probability": 0.995849609375}, {"start": 941.07, "end": 941.93, "word": " قليلة", "probability": 0.9396158854166666}, {"start": 941.93, "end": 942.77, "word": " واحنا", "probability": 0.7205403645833334}, {"start": 942.77, "end": 943.09, "word": " عارفين", "probability": 0.9901123046875}, {"start": 943.09, "end": 943.43, "word": " إنه", "probability": 0.74853515625}, {"start": 943.43, "end": 944.01, "word": " قيمة", "probability": 0.9949544270833334}, {"start": 944.01, "end": 944.67, "word": " W", "probability": 0.1868896484375}, {"start": 944.67, "end": 945.93, "word": " قيمها", "probability": 0.7201334635416666}, {"start": 945.93, "end": 946.45, "word": " بناخدها", "probability": 0.83343505859375}, {"start": 946.45, "end": 946.75, "word": " عادة", "probability": 0.98388671875}, {"start": 946.75, "end": 946.89, "word": " من", "probability": 0.98681640625}, {"start": 946.89, "end": 947.17, "word": " صفر", "probability": 0.8953450520833334}, {"start": 947.17, "end": 947.61, "word": " لواحد", "probability": 0.8946940104166666}, {"start": 947.61, "end": 948.07, "word": " فهي", "probability": 0.9845377604166666}, {"start": 948.07, "end": 948.47, "word": " fractions", "probability": 0.91650390625}, {"start": 948.47, "end": 948.65, "word": " في", "probability": 0.92138671875}, {"start": 948.65, "end": 949.01, "word": " النهاية", "probability": 0.966796875}, {"start": 949.01, "end": 950.25, "word": " فإذا", "probability": 0.9729817708333334}, {"start": 950.25, "end": 950.87, "word": " قلت", "probability": 0.9781901041666666}, {"start": 950.87, "end": 952.83, "word": " العلاقة", "probability": 0.95458984375}, {"start": 952.83, "end": 953.27, "word": " واحد", "probability": 0.860107421875}, {"start": 953.27, "end": 953.67, "word": " منهم", "probability": 0.99267578125}, {"start": 953.67, "end": 954.27, "word": " فالأصل", "probability": 0.8887939453125}, {"start": 954.27, "end": 954.53, "word": " إنه", "probability": 0.734619140625}, {"start": 954.53, "end": 954.75, "word": " Delta", "probability": 0.48583984375}, {"start": 954.75, "end": 955.17, "word": " W", "probability": 0.884765625}, {"start": 955.17, "end": 955.95, "word": " بتجل", "probability": 0.9212239583333334}, {"start": 955.95, "end": 956.73, "word": " تبدأ", "probability": 0.8702799479166666}, {"start": 956.73, "end": 957.31, "word": " تجل", "probability": 0.80908203125}], "temperature": 1.0}, {"id": 41, "seek": 98706, "start": 958.14, "end": 987.06, "text": "كويس طبعا في الآخر هنعملهم عملية ضرب عادية multiplication على اعتبار انه هذا أبسط طريقة انه فعلا لو الاتنين بيزيدوا مع بعض نجيب term كبير خلاص بدربهم ضرب في بعض و بنضربهم في الآخر كمان في مين في alpha اللي اتكلمنا عنها سابقا و اللي هي learning rate parameter و بنقدر نقول ان هذه ال equation بتسميها ال activity product rule activity product rule اللي هي عملية الضرب عملية", "tokens": [4117, 45865, 3794, 23032, 3555, 3615, 995, 8978, 6024, 95, 34740, 8032, 1863, 25957, 1211, 16095, 6225, 42213, 10632, 48812, 25513, 6225, 18513, 10632, 27290, 15844, 1975, 34268, 3555, 9640, 16472, 3224, 23758, 5551, 3555, 3794, 9566, 23032, 16572, 28671, 16472, 3224, 6156, 3615, 15040, 45164, 2423, 9307, 1863, 9957, 4724, 1829, 11622, 25708, 14407, 20449, 45030, 11242, 8717, 7435, 1829, 3555, 1433, 9122, 3555, 13546, 16490, 1211, 33546, 47525, 25513, 16095, 48812, 25513, 8978, 45030, 11242, 4032, 44945, 11242, 25513, 16095, 8978, 6024, 95, 34740, 9122, 2304, 7649, 8978, 3714, 9957, 8978, 8961, 13672, 1829, 1975, 2655, 4117, 19528, 8315, 18871, 11296, 8608, 16758, 4587, 995, 4032, 13672, 1829, 39896, 2539, 3314, 13075, 4032, 44945, 28543, 2288, 8717, 39648, 16472, 29538, 2423, 5367, 39894, 38251, 1829, 11296, 2423, 5191, 1674, 4978, 5191, 1674, 4978, 13672, 1829, 39896, 6225, 42213, 10632, 6024, 114, 25513, 6225, 42213, 10632], "avg_logprob": -0.1543496674983888, "compression_ratio": 1.8481012658227849, "no_speech_prob": 9.47713851928711e-06, "words": [{"start": 958.14, "end": 958.58, "word": "كويس", "probability": 0.7116292317708334}, {"start": 958.58, "end": 959.68, "word": " طبعا", "probability": 0.880615234375}, {"start": 959.68, "end": 959.88, "word": " في", "probability": 0.8232421875}, {"start": 959.88, "end": 960.2, "word": " الآخر", "probability": 0.8515625}, {"start": 960.2, "end": 960.78, "word": " هنعملهم", "probability": 0.9044921875}, {"start": 960.78, "end": 961.02, "word": " عملية", "probability": 0.9768880208333334}, {"start": 961.02, "end": 961.26, "word": " ضرب", "probability": 0.986572265625}, {"start": 961.26, "end": 961.66, "word": " عادية", "probability": 0.97021484375}, {"start": 961.66, "end": 962.18, "word": " multiplication", "probability": 0.6767578125}, {"start": 962.18, "end": 963.08, "word": " على", "probability": 0.86083984375}, {"start": 963.08, "end": 963.38, "word": " اعتبار", "probability": 0.96240234375}, {"start": 963.38, "end": 963.56, "word": " انه", "probability": 0.578857421875}, {"start": 963.56, "end": 963.66, "word": " هذا", "probability": 0.1776123046875}, {"start": 963.66, "end": 964.14, "word": " أبسط", "probability": 0.9339599609375}, {"start": 964.14, "end": 964.66, "word": " طريقة", "probability": 0.98779296875}, {"start": 964.66, "end": 964.92, "word": " انه", "probability": 0.7802734375}, {"start": 964.92, "end": 965.14, "word": " فعلا", "probability": 0.8955078125}, {"start": 965.14, "end": 965.38, "word": " لو", "probability": 0.97607421875}, {"start": 965.38, "end": 966.2, "word": " الاتنين", "probability": 0.7620849609375}, {"start": 966.2, "end": 967.48, "word": " بيزيدوا", "probability": 0.959375}, {"start": 967.48, "end": 967.62, "word": " مع", "probability": 0.994140625}, {"start": 967.62, "end": 968.06, "word": " بعض", "probability": 0.9931640625}, {"start": 968.06, "end": 969.48, "word": " نجيب", "probability": 0.892333984375}, {"start": 969.48, "end": 969.92, "word": " term", "probability": 0.91943359375}, {"start": 969.92, "end": 970.66, "word": " كبير", "probability": 0.99169921875}, {"start": 970.66, "end": 971.74, "word": " خلاص", "probability": 0.9524739583333334}, {"start": 971.74, "end": 972.16, "word": " بدربهم", "probability": 0.888671875}, {"start": 972.16, "end": 972.36, "word": " ضرب", "probability": 0.965576171875}, {"start": 972.36, "end": 972.5, "word": " في", "probability": 0.92529296875}, {"start": 972.5, "end": 972.7, "word": " بعض", "probability": 0.99267578125}, {"start": 972.7, "end": 973.26, "word": " و", "probability": 0.6376953125}, {"start": 973.26, "end": 973.72, "word": " بنضربهم", "probability": 0.8291015625}, {"start": 973.72, "end": 973.82, "word": " في", "probability": 0.95849609375}, {"start": 973.82, "end": 974.1, "word": " الآخر", "probability": 0.9622395833333334}, {"start": 974.1, "end": 974.38, "word": " كمان", "probability": 0.9070638020833334}, {"start": 974.38, "end": 974.52, "word": " في", "probability": 0.9560546875}, {"start": 974.52, "end": 974.78, "word": " مين", "probability": 0.8876953125}, {"start": 974.78, "end": 975.3, "word": " في", "probability": 0.85009765625}, {"start": 975.3, "end": 975.62, "word": " alpha", "probability": 0.434814453125}, {"start": 975.62, "end": 975.78, "word": " اللي", "probability": 0.5789794921875}, {"start": 975.78, "end": 976.14, "word": " اتكلمنا", "probability": 0.94775390625}, {"start": 976.14, "end": 976.32, "word": " عنها", "probability": 0.96826171875}, {"start": 976.32, "end": 976.86, "word": " سابقا", "probability": 0.99365234375}, {"start": 976.86, "end": 977.16, "word": " و", "probability": 0.67724609375}, {"start": 977.16, "end": 977.26, "word": " اللي", "probability": 0.93505859375}, {"start": 977.26, "end": 977.4, "word": " هي", "probability": 0.88427734375}, {"start": 977.4, "end": 977.76, "word": " learning", "probability": 0.52880859375}, {"start": 977.76, "end": 978.2, "word": " rate", "probability": 0.96630859375}, {"start": 978.2, "end": 978.96, "word": " parameter", "probability": 0.9716796875}, {"start": 978.96, "end": 979.66, "word": " و", "probability": 0.943359375}, {"start": 979.66, "end": 980.76, "word": " بنقدر", "probability": 0.890625}, {"start": 980.76, "end": 981.0, "word": " نقول", "probability": 0.990478515625}, {"start": 981.0, "end": 981.14, "word": " ان", "probability": 0.68017578125}, {"start": 981.14, "end": 981.36, "word": " هذه", "probability": 0.475341796875}, {"start": 981.36, "end": 981.46, "word": " ال", "probability": 0.966796875}, {"start": 981.46, "end": 981.76, "word": " equation", "probability": 0.9873046875}, {"start": 981.76, "end": 982.18, "word": " بتسميها", "probability": 0.9654541015625}, {"start": 982.18, "end": 982.28, "word": " ال", "probability": 0.544921875}, {"start": 982.28, "end": 982.6, "word": " activity", "probability": 0.92724609375}, {"start": 982.6, "end": 983.18, "word": " product", "probability": 0.95751953125}, {"start": 983.18, "end": 983.98, "word": " rule", "probability": 0.90966796875}, {"start": 983.98, "end": 984.44, "word": " activity", "probability": 0.900390625}, {"start": 984.44, "end": 984.9, "word": " product", "probability": 0.97265625}, {"start": 984.9, "end": 985.2, "word": " rule", "probability": 0.95849609375}, {"start": 985.2, "end": 985.54, "word": " اللي", "probability": 0.970947265625}, {"start": 985.54, "end": 985.64, "word": " هي", "probability": 0.484619140625}, {"start": 985.64, "end": 986.02, "word": " عملية", "probability": 0.9832356770833334}, {"start": 986.02, "end": 986.58, "word": " الضرب", "probability": 0.8151041666666666}, {"start": 986.58, "end": 987.06, "word": " عملية", "probability": 0.95458984375}], "temperature": 1.0}, {"id": 42, "seek": 101116, "start": 988.08, "end": 1011.16, "text": "إيه الدرب؟ تمام، الآن ال two terms هدولة اتفقنا إنه لو عليين لل two neurons عليين، ضربهم بزيد، بزيد، بزيد، طب لإمتى؟ طيب، كمان مشكلة تانية، نفترض إن واحد منهم أقل من التاني، واحد عالي وواحد متخفض", "tokens": [28814, 1829, 3224, 32748, 25513, 22807, 46811, 10943, 12399, 6024, 48506, 2423, 732, 2115, 8032, 3215, 12610, 3660, 1975, 2655, 5172, 4587, 8315, 36145, 3224, 45164, 6225, 20292, 9957, 24976, 732, 22027, 6225, 20292, 9957, 12399, 48812, 25513, 16095, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 23032, 3555, 5296, 28814, 2304, 49975, 22807, 23032, 1829, 3555, 12399, 9122, 2304, 7649, 37893, 28820, 3660, 6055, 7649, 10632, 12399, 8717, 5172, 2655, 43042, 36145, 36764, 24401, 9154, 16095, 5551, 4587, 1211, 9154, 16712, 7649, 1829, 12399, 36764, 24401, 6225, 6027, 1829, 4032, 14407, 24401, 44650, 9778, 5172, 11242], "avg_logprob": -0.16130514048478184, "compression_ratio": 1.7230769230769232, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 988.08, "end": 988.42, "word": "إيه", "probability": 0.7378743489583334}, {"start": 988.42, "end": 988.76, "word": " الدرب؟", "probability": 0.77685546875}, {"start": 988.76, "end": 989.72, "word": " تمام،", "probability": 0.8130696614583334}, {"start": 989.72, "end": 990.22, "word": " الآن", "probability": 0.78759765625}, {"start": 990.22, "end": 992.56, "word": " ال", "probability": 0.9140625}, {"start": 992.56, "end": 993.02, "word": " two", "probability": 0.51708984375}, {"start": 993.02, "end": 993.4, "word": " terms", "probability": 0.81982421875}, {"start": 993.4, "end": 994.26, "word": " هدولة", "probability": 0.8780517578125}, {"start": 994.26, "end": 995.56, "word": " اتفقنا", "probability": 0.946875}, {"start": 995.56, "end": 995.82, "word": " إنه", "probability": 0.5556640625}, {"start": 995.82, "end": 996.04, "word": " لو", "probability": 0.98388671875}, {"start": 996.04, "end": 997.34, "word": " عليين", "probability": 0.6986490885416666}, {"start": 997.34, "end": 998.04, "word": " لل", "probability": 0.65869140625}, {"start": 998.04, "end": 998.22, "word": " two", "probability": 0.904296875}, {"start": 998.22, "end": 998.64, "word": " neurons", "probability": 0.97314453125}, {"start": 998.64, "end": 999.9, "word": " عليين،", "probability": 0.78033447265625}, {"start": 999.9, "end": 1000.82, "word": " ضربهم", "probability": 0.9373372395833334}, {"start": 1000.82, "end": 1001.88, "word": " بزيد،", "probability": 0.8294677734375}, {"start": 1001.88, "end": 1002.46, "word": " بزيد،", "probability": 0.9580078125}, {"start": 1002.46, "end": 1003.16, "word": " بزيد،", "probability": 0.9373779296875}, {"start": 1003.16, "end": 1003.34, "word": " طب", "probability": 0.890869140625}, {"start": 1003.34, "end": 1004.5, "word": " لإمتى؟", "probability": 0.757275390625}, {"start": 1004.5, "end": 1005.84, "word": " طيب،", "probability": 0.90283203125}, {"start": 1005.84, "end": 1006.14, "word": " كمان", "probability": 0.9879557291666666}, {"start": 1006.14, "end": 1006.5, "word": " مشكلة", "probability": 0.9866536458333334}, {"start": 1006.5, "end": 1007.5, "word": " تانية،", "probability": 0.9730224609375}, {"start": 1007.5, "end": 1007.8, "word": " نفترض", "probability": 0.984619140625}, {"start": 1007.8, "end": 1007.92, "word": " إن", "probability": 0.796875}, {"start": 1007.92, "end": 1008.1, "word": " واحد", "probability": 0.98876953125}, {"start": 1008.1, "end": 1008.36, "word": " منهم", "probability": 0.994140625}, {"start": 1008.36, "end": 1008.62, "word": " أقل", "probability": 0.9759114583333334}, {"start": 1008.62, "end": 1008.76, "word": " من", "probability": 0.99462890625}, {"start": 1008.76, "end": 1009.88, "word": " التاني،", "probability": 0.9407958984375}, {"start": 1009.88, "end": 1010.12, "word": " واحد", "probability": 0.9775390625}, {"start": 1010.12, "end": 1010.38, "word": " عالي", "probability": 0.9689127604166666}, {"start": 1010.38, "end": 1010.64, "word": " وواحد", "probability": 0.7410481770833334}, {"start": 1010.64, "end": 1011.16, "word": " متخفض", "probability": 0.940673828125}], "temperature": 1.0}, {"id": 43, "seek": 101986, "start": 1011.82, "end": 1019.86, "text": "تمام ضربناهم القيمة منخفضة صحيح Delta W هتكون أقل من لو الإتنين عليهم لكن في النهاية هو term positive", "tokens": [39237, 10943, 48812, 25513, 8315, 16095, 25062, 32640, 3660, 9154, 9778, 5172, 11242, 3660, 20328, 5016, 1829, 5016, 18183, 343, 8032, 2655, 30544, 5551, 4587, 1211, 9154, 45164, 33688, 2655, 1863, 9957, 25894, 16095, 44381, 8978, 28239, 11296, 10632, 31439, 1433, 3353], "avg_logprob": -0.1754178709762041, "compression_ratio": 1.2296296296296296, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 1011.82, "end": 1012.18, "word": "تمام", "probability": 0.878662109375}, {"start": 1012.18, "end": 1013.22, "word": " ضربناهم", "probability": 0.874755859375}, {"start": 1013.22, "end": 1014.22, "word": " القيمة", "probability": 0.9235026041666666}, {"start": 1014.22, "end": 1014.72, "word": " منخفضة", "probability": 0.9578125}, {"start": 1014.72, "end": 1015.18, "word": " صحيح", "probability": 0.975830078125}, {"start": 1015.18, "end": 1015.44, "word": " Delta", "probability": 0.294921875}, {"start": 1015.44, "end": 1015.72, "word": " W", "probability": 0.7978515625}, {"start": 1015.72, "end": 1016.08, "word": " هتكون", "probability": 0.8927408854166666}, {"start": 1016.08, "end": 1016.44, "word": " أقل", "probability": 0.8655598958333334}, {"start": 1016.44, "end": 1016.54, "word": " من", "probability": 0.9765625}, {"start": 1016.54, "end": 1016.68, "word": " لو", "probability": 0.8291015625}, {"start": 1016.68, "end": 1016.98, "word": " الإتنين", "probability": 0.80511474609375}, {"start": 1016.98, "end": 1017.3, "word": " عليهم", "probability": 0.52703857421875}, {"start": 1017.3, "end": 1017.82, "word": " لكن", "probability": 0.80078125}, {"start": 1017.82, "end": 1018.08, "word": " في", "probability": 0.94677734375}, {"start": 1018.08, "end": 1018.46, "word": " النهاية", "probability": 0.95166015625}, {"start": 1018.46, "end": 1018.66, "word": " هو", "probability": 0.97265625}, {"start": 1018.66, "end": 1019.02, "word": " term", "probability": 0.9052734375}, {"start": 1019.02, "end": 1019.86, "word": " positive", "probability": 0.8466796875}], "temperature": 1.0}, {"id": 44, "seek": 104291, "start": 1020.99, "end": 1042.91, "text": "فإذن iteration ورا التانية ورا التالتة ورا الرابع إيش بزيد؟ بتزيد جاعة دلوقتي ال term ال term جاعة بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد", "tokens": [5172, 28814, 8848, 1863, 24784, 4032, 23557, 16712, 7649, 10632, 4032, 23557, 16712, 6027, 2655, 3660, 4032, 23557, 34892, 16758, 3615, 11933, 1829, 8592, 4724, 11622, 25708, 22807, 39894, 11622, 25708, 10874, 995, 27884, 11778, 1211, 30543, 31371, 2423, 1433, 2423, 1433, 10874, 995, 27884, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708], "avg_logprob": -0.10812500105963813, "compression_ratio": 5.598290598290598, "no_speech_prob": 0.0, "words": [{"start": 1020.9899999999999, "end": 1021.6899999999999, "word": "فإذن", "probability": 0.773193359375}, {"start": 1021.6899999999999, "end": 1022.39, "word": " iteration", "probability": 0.456787109375}, {"start": 1022.39, "end": 1022.83, "word": " ورا", "probability": 0.924072265625}, {"start": 1022.83, "end": 1023.35, "word": " التانية", "probability": 0.95458984375}, {"start": 1023.35, "end": 1023.63, "word": " ورا", "probability": 0.923583984375}, {"start": 1023.63, "end": 1024.15, "word": " التالتة", "probability": 0.9732666015625}, {"start": 1024.15, "end": 1024.49, "word": " ورا", "probability": 0.948974609375}, {"start": 1024.49, "end": 1024.85, "word": " الرابع", "probability": 0.8453776041666666}, {"start": 1024.85, "end": 1025.03, "word": " إيش", "probability": 0.7518717447916666}, {"start": 1025.03, "end": 1025.59, "word": " بزيد؟", "probability": 0.7105712890625}, {"start": 1025.59, "end": 1026.49, "word": " بتزيد", "probability": 0.9544270833333334}, {"start": 1026.49, "end": 1026.63, "word": " جاعة", "probability": 0.3611246744791667}, {"start": 1026.63, "end": 1026.91, "word": " دلوقتي", "probability": 0.61883544921875}, {"start": 1026.91, "end": 1027.21, "word": " ال", "probability": 0.77490234375}, {"start": 1027.21, "end": 1027.51, "word": " term", "probability": 0.85986328125}, {"start": 1027.51, "end": 1027.95, "word": " ال", "probability": 0.50146484375}, {"start": 1027.95, "end": 1028.11, "word": " term", "probability": 0.9287109375}, {"start": 1028.11, "end": 1028.29, "word": " جاعة", "probability": 0.8444010416666666}, {"start": 1028.29, "end": 1028.71, "word": " بزيد،", "probability": 0.770355224609375}, {"start": 1028.71, "end": 1029.03, "word": " بزيد،", "probability": 0.9813232421875}, {"start": 1029.03, "end": 1029.29, "word": " بزيد،", "probability": 0.9727783203125}, {"start": 1029.29, "end": 1029.55, "word": " بزيد،", "probability": 0.94384765625}, {"start": 1029.55, "end": 1029.95, "word": " بزيد،", "probability": 0.7525634765625}, {"start": 1029.95, "end": 1029.95, "word": " بزيد،", "probability": 0.8392333984375}, {"start": 1029.95, "end": 1029.95, "word": " بزيد،", "probability": 0.8856201171875}, {"start": 1029.95, "end": 1029.95, "word": " بزيد،", "probability": 0.9097900390625}, {"start": 1029.95, "end": 1030.01, "word": " بزيد،", "probability": 0.9266357421875}, {"start": 1030.01, "end": 1030.01, "word": " بزيد،", "probability": 0.9326171875}, {"start": 1030.01, "end": 1030.03, "word": " بزيد،", "probability": 0.933349609375}, {"start": 1030.03, "end": 1030.05, "word": " بزيد،", "probability": 0.9346923828125}, {"start": 1030.05, "end": 1030.27, "word": " بزيد،", "probability": 0.9320068359375}, {"start": 1030.27, "end": 1030.33, "word": " بزيد،", "probability": 0.9329833984375}, {"start": 1030.33, "end": 1030.41, "word": " بزيد،", "probability": 0.9366455078125}, {"start": 1030.41, "end": 1030.61, "word": " بزيد،", "probability": 0.93896484375}, {"start": 1030.61, "end": 1031.19, "word": " بزيد،", "probability": 0.9422607421875}, {"start": 1031.19, "end": 1031.21, "word": " بزيد،", "probability": 0.947998046875}, {"start": 1031.21, "end": 1031.21, "word": " بزيد،", "probability": 0.9534912109375}, {"start": 1031.21, "end": 1031.53, "word": " بزيد،", "probability": 0.9583740234375}, {"start": 1031.53, "end": 1032.63, "word": " بزيد،", "probability": 0.96240234375}, {"start": 1032.63, "end": 1033.51, "word": " بزيد،", "probability": 0.965576171875}, {"start": 1033.51, "end": 1034.01, "word": " بزيد،", "probability": 0.96875}, {"start": 1034.01, "end": 1034.35, "word": " بزيد،", "probability": 0.9713134765625}, {"start": 1034.35, "end": 1034.77, "word": " بزيد،", "probability": 0.9742431640625}, {"start": 1034.77, "end": 1036.63, "word": " بزيد،", "probability": 0.9765625}, {"start": 1036.63, "end": 1037.41, "word": " بزيد،", "probability": 0.9781494140625}, {"start": 1037.41, "end": 1037.67, "word": " بزيد،", "probability": 0.979248046875}, {"start": 1037.67, "end": 1037.67, "word": " بزيد،", "probability": 0.9805908203125}, {"start": 1037.67, "end": 1037.67, "word": " بزيد،", "probability": 0.98193359375}, {"start": 1037.67, "end": 1037.67, "word": " بزيد،", "probability": 0.982666015625}, {"start": 1037.67, "end": 1037.67, "word": " بزيد،", "probability": 0.9832763671875}, {"start": 1037.67, "end": 1037.67, "word": " بزيد،", "probability": 0.98388671875}, {"start": 1037.67, "end": 1037.67, "word": " بزيد،", "probability": 0.9842529296875}, {"start": 1037.67, "end": 1037.67, "word": " بزيد،", "probability": 0.9847412109375}, {"start": 1037.67, "end": 1037.67, "word": " بزيد،", "probability": 0.9847412109375}, {"start": 1037.67, "end": 1037.67, "word": " بزيد،", "probability": 0.9849853515625}, {"start": 1037.67, "end": 1037.67, "word": " بزيد،", "probability": 0.9852294921875}, {"start": 1037.67, "end": 1037.67, "word": " بزيد،", "probability": 0.9854736328125}, {"start": 1037.67, "end": 1037.67, "word": " بزيد،", "probability": 0.9852294921875}, {"start": 1037.67, "end": 1038.53, "word": " بزيد،", "probability": 0.9854736328125}, {"start": 1038.53, "end": 1039.25, "word": " بزيد،", "probability": 0.985595703125}, {"start": 1039.25, "end": 1039.65, "word": " بزيد،", "probability": 0.9857177734375}, {"start": 1039.65, "end": 1042.43, "word": " بزيد،", "probability": 0.9835205078125}, {"start": 1042.43, "end": 1042.91, "word": " بزيد", "probability": 0.9879557291666666}], "temperature": 1.0}, {"id": 45, "seek": 107439, "start": 1046.97, "end": 1074.39, "text": "محتاجين حاجة اسمها forgetting factor اللي هي معامل النسيان انا مش من الصح اني دايما اضلني بس الذاكرة انه والله او احفظ انه الاتنين زيادة مع بعض بزيدوا مع بعض معناته زود فهذا ال term لحاله هيك هذا ال term تبعت ال product rule ال product rule اللي هو alpha yj في xj", "tokens": [2304, 33753, 26108, 9957, 11331, 26108, 3660, 24525, 2304, 11296, 25428, 5952, 13672, 1829, 39896, 20449, 10943, 1211, 28239, 3794, 1829, 7649, 1975, 8315, 37893, 9154, 31767, 5016, 16472, 1829, 11778, 47302, 15042, 1975, 11242, 1211, 22653, 4724, 3794, 32545, 995, 4117, 25720, 16472, 3224, 16070, 43761, 1975, 2407, 1975, 5016, 5172, 19913, 16472, 3224, 2423, 9307, 1863, 9957, 30767, 1829, 18513, 3660, 20449, 45030, 11242, 4724, 11622, 25708, 14407, 20449, 45030, 11242, 20449, 8315, 47395, 30767, 23328, 6156, 3224, 15730, 2423, 1433, 5296, 5016, 6027, 3224, 39896, 4117, 23758, 2423, 1433, 6055, 3555, 34268, 2423, 1674, 4978, 2423, 1674, 4978, 13672, 1829, 31439, 8961, 288, 73, 8978, 2031, 73], "avg_logprob": -0.167652022194218, "compression_ratio": 1.7605042016806722, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 1046.97, "end": 1047.55, "word": "محتاجين", "probability": 0.917724609375}, {"start": 1047.55, "end": 1047.73, "word": " حاجة", "probability": 0.9680989583333334}, {"start": 1047.73, "end": 1048.07, "word": " اسمها", "probability": 0.9664713541666666}, {"start": 1048.07, "end": 1049.07, "word": " forgetting", "probability": 0.5517578125}, {"start": 1049.07, "end": 1050.05, "word": " factor", "probability": 0.896484375}, {"start": 1050.05, "end": 1050.51, "word": " اللي", "probability": 0.820068359375}, {"start": 1050.51, "end": 1050.83, "word": " هي", "probability": 0.91162109375}, {"start": 1050.83, "end": 1051.61, "word": " معامل", "probability": 0.9345703125}, {"start": 1051.61, "end": 1052.33, "word": " النسيان", "probability": 0.9503173828125}, {"start": 1052.33, "end": 1052.85, "word": " انا", "probability": 0.6595458984375}, {"start": 1052.85, "end": 1052.99, "word": " مش", "probability": 0.98388671875}, {"start": 1052.99, "end": 1053.43, "word": " من", "probability": 0.72509765625}, {"start": 1053.43, "end": 1053.75, "word": " الصح", "probability": 0.982666015625}, {"start": 1053.75, "end": 1053.97, "word": " اني", "probability": 0.796142578125}, {"start": 1053.97, "end": 1054.25, "word": " دايما", "probability": 0.87158203125}, {"start": 1054.25, "end": 1054.93, "word": " اضلني", "probability": 0.759033203125}, {"start": 1054.93, "end": 1056.01, "word": " بس", "probability": 0.861083984375}, {"start": 1056.01, "end": 1057.13, "word": " الذاكرة", "probability": 0.9334716796875}, {"start": 1057.13, "end": 1057.49, "word": " انه", "probability": 0.505859375}, {"start": 1057.49, "end": 1057.81, "word": " والله", "probability": 0.859375}, {"start": 1057.81, "end": 1058.13, "word": " او", "probability": 0.71435546875}, {"start": 1058.13, "end": 1058.79, "word": " احفظ", "probability": 0.974365234375}, {"start": 1058.79, "end": 1059.05, "word": " انه", "probability": 0.68017578125}, {"start": 1059.05, "end": 1059.33, "word": " الاتنين", "probability": 0.81292724609375}, {"start": 1059.33, "end": 1060.47, "word": " زيادة", "probability": 0.96240234375}, {"start": 1060.47, "end": 1060.61, "word": " مع", "probability": 0.8017578125}, {"start": 1060.61, "end": 1060.91, "word": " بعض", "probability": 0.9951171875}, {"start": 1060.91, "end": 1061.25, "word": " بزيدوا", "probability": 0.875732421875}, {"start": 1061.25, "end": 1061.37, "word": " مع", "probability": 0.99658203125}, {"start": 1061.37, "end": 1061.61, "word": " بعض", "probability": 0.99560546875}, {"start": 1061.61, "end": 1062.01, "word": " معناته", "probability": 0.9318033854166666}, {"start": 1062.01, "end": 1062.73, "word": " زود", "probability": 0.91015625}, {"start": 1062.73, "end": 1063.55, "word": " فهذا", "probability": 0.8974609375}, {"start": 1063.55, "end": 1063.67, "word": " ال", "probability": 0.896484375}, {"start": 1063.67, "end": 1063.95, "word": " term", "probability": 0.89990234375}, {"start": 1063.95, "end": 1064.87, "word": " لحاله", "probability": 0.977783203125}, {"start": 1064.87, "end": 1065.19, "word": " هيك", "probability": 0.881591796875}, {"start": 1065.19, "end": 1066.11, "word": " هذا", "probability": 0.447509765625}, {"start": 1066.11, "end": 1066.25, "word": " ال", "probability": 0.974609375}, {"start": 1066.25, "end": 1066.39, "word": " term", "probability": 0.9033203125}, {"start": 1066.39, "end": 1066.69, "word": " تبعت", "probability": 0.7862955729166666}, {"start": 1066.69, "end": 1067.59, "word": " ال", "probability": 0.478515625}, {"start": 1067.59, "end": 1067.95, "word": " product", "probability": 0.97998046875}, {"start": 1067.95, "end": 1068.49, "word": " rule", "probability": 0.92919921875}, {"start": 1068.49, "end": 1069.23, "word": " ال", "probability": 0.85400390625}, {"start": 1069.23, "end": 1069.61, "word": " product", "probability": 0.88671875}, {"start": 1069.61, "end": 1070.15, "word": " rule", "probability": 0.94287109375}, {"start": 1070.15, "end": 1070.43, "word": " اللي", "probability": 0.945068359375}, {"start": 1070.43, "end": 1070.81, "word": " هو", "probability": 0.98095703125}, {"start": 1070.81, "end": 1071.71, "word": " alpha", "probability": 0.377197265625}, {"start": 1071.71, "end": 1073.27, "word": " yj", "probability": 0.56689453125}, {"start": 1073.27, "end": 1073.65, "word": " في", "probability": 0.802734375}, {"start": 1073.65, "end": 1074.39, "word": " xj", "probability": 0.90625}], "temperature": 1.0}, {"id": 46, "seek": 108409, "start": 1075.68, "end": 1084.1, "text": "كويس هذا اللي احنا اتكلمنا عنه سابقا وقلنا اه مفيد لأنه هيوضح ليه إذا كانت ال Y و X عالين", "tokens": [4117, 45865, 3794, 23758, 13672, 1829, 1975, 5016, 8315, 1975, 2655, 4117, 19528, 8315, 18871, 3224, 8608, 16758, 4587, 995, 4032, 4587, 1211, 8315, 1975, 3224, 3714, 5172, 25708, 5296, 33456, 3224, 39896, 2407, 11242, 5016, 32239, 3224, 11933, 15730, 25961, 2655, 2423, 398, 4032, 1783, 6225, 6027, 9957], "avg_logprob": -0.2529687571525574, "compression_ratio": 1.4403669724770642, "no_speech_prob": 8.463859558105469e-06, "words": [{"start": 1075.68, "end": 1076.12, "word": "كويس", "probability": 0.7027587890625}, {"start": 1076.12, "end": 1076.5, "word": " هذا", "probability": 0.650390625}, {"start": 1076.5, "end": 1076.64, "word": " اللي", "probability": 0.91015625}, {"start": 1076.64, "end": 1076.8, "word": " احنا", "probability": 0.8059895833333334}, {"start": 1076.8, "end": 1077.16, "word": " اتكلمنا", "probability": 0.84697265625}, {"start": 1077.16, "end": 1077.32, "word": " عنه", "probability": 0.97412109375}, {"start": 1077.32, "end": 1077.74, "word": " سابقا", "probability": 0.9775390625}, {"start": 1077.74, "end": 1078.14, "word": " وقلنا", "probability": 0.686767578125}, {"start": 1078.14, "end": 1078.36, "word": " اه", "probability": 0.82470703125}, {"start": 1078.36, "end": 1078.72, "word": " مفيد", "probability": 0.9775390625}, {"start": 1078.72, "end": 1079.34, "word": " لأنه", "probability": 0.7842610677083334}, {"start": 1079.34, "end": 1080.14, "word": " هيوضح", "probability": 0.8697509765625}, {"start": 1080.14, "end": 1080.54, "word": " ليه", "probability": 0.542236328125}, {"start": 1080.54, "end": 1080.86, "word": " إذا", "probability": 0.7406005859375}, {"start": 1080.86, "end": 1081.24, "word": " كانت", "probability": 0.87841796875}, {"start": 1081.24, "end": 1081.34, "word": " ال", "probability": 0.962890625}, {"start": 1081.34, "end": 1081.66, "word": " Y", "probability": 0.630859375}, {"start": 1081.66, "end": 1082.16, "word": " و", "probability": 0.94091796875}, {"start": 1082.16, "end": 1083.0, "word": " X", "probability": 0.93310546875}, {"start": 1083.0, "end": 1084.1, "word": " عالين", "probability": 0.6603190104166666}], "temperature": 1.0}, {"id": 47, "seek": 111114, "start": 1084.94, "end": 1111.14, "text": "فمعنى ذلك أن ال term بدو يزيد ممتاز تمام بس ماقدرش أقول زي ما قلنا to infinity في حاجة اسمها معامل نسيان الأصل أنه إذا كان واحد منهم قليل الأصل أنه أجلل الموضوع معايا فإذا نقدر نقول أنه هنضيف term تاني ال term التاني هو ال forgetting factor هو ال forgetting factor مضروف في Phi و اللي هي تمثل ال factor هذا", "tokens": [5172, 2304, 3615, 1863, 7578, 29910, 23275, 14739, 2423, 1433, 47525, 2407, 7251, 11622, 25708, 3714, 2304, 2655, 31377, 46811, 10943, 4724, 3794, 19446, 28543, 2288, 8592, 5551, 39648, 30767, 1829, 19446, 12174, 1211, 8315, 281, 13202, 8978, 11331, 26108, 3660, 24525, 2304, 11296, 20449, 10943, 1211, 8717, 3794, 1829, 7649, 16247, 36520, 14739, 3224, 11933, 15730, 25961, 36764, 24401, 9154, 16095, 12174, 20292, 1211, 16247, 36520, 14739, 3224, 5551, 7435, 1211, 1211, 9673, 2407, 11242, 45367, 20449, 995, 25528, 6156, 28814, 15730, 8717, 28543, 2288, 8717, 39648, 14739, 3224, 8032, 1863, 11242, 33911, 1433, 6055, 7649, 1829, 2423, 1433, 16712, 7649, 1829, 31439, 2423, 25428, 5952, 31439, 2423, 25428, 5952, 3714, 11242, 32887, 5172, 8978, 41435, 4032, 13672, 1829, 39896, 46811, 12984, 1211, 2423, 5952, 23758], "avg_logprob": -0.16650390077847987, "compression_ratio": 1.8697318007662835, "no_speech_prob": 9.5367431640625e-07, "words": [{"start": 1084.94, "end": 1085.48, "word": "فمعنى", "probability": 0.898828125}, {"start": 1085.48, "end": 1085.84, "word": " ذلك", "probability": 0.98486328125}, {"start": 1085.84, "end": 1086.0, "word": " أن", "probability": 0.53662109375}, {"start": 1086.0, "end": 1086.12, "word": " ال", "probability": 0.80126953125}, {"start": 1086.12, "end": 1086.24, "word": " term", "probability": 0.80517578125}, {"start": 1086.24, "end": 1086.52, "word": " بدو", "probability": 0.5489501953125}, {"start": 1086.52, "end": 1086.84, "word": " يزيد", "probability": 0.97900390625}, {"start": 1086.84, "end": 1087.44, "word": " ممتاز", "probability": 0.794586181640625}, {"start": 1087.44, "end": 1087.82, "word": " تمام", "probability": 0.93017578125}, {"start": 1087.82, "end": 1088.46, "word": " بس", "probability": 0.860107421875}, {"start": 1088.46, "end": 1088.84, "word": " ماقدرش", "probability": 0.84600830078125}, {"start": 1088.84, "end": 1089.02, "word": " أقول", "probability": 0.7376708984375}, {"start": 1089.02, "end": 1089.16, "word": " زي", "probability": 0.8759765625}, {"start": 1089.16, "end": 1089.24, "word": " ما", "probability": 0.982421875}, {"start": 1089.24, "end": 1089.48, "word": " قلنا", "probability": 0.8523763020833334}, {"start": 1089.48, "end": 1089.62, "word": " to", "probability": 0.94384765625}, {"start": 1089.62, "end": 1090.06, "word": " infinity", "probability": 0.85693359375}, {"start": 1090.06, "end": 1090.48, "word": " في", "probability": 0.64501953125}, {"start": 1090.48, "end": 1090.7, "word": " حاجة", "probability": 0.9899088541666666}, {"start": 1090.7, "end": 1091.12, "word": " اسمها", "probability": 0.8972981770833334}, {"start": 1091.12, "end": 1092.04, "word": " معامل", "probability": 0.9295247395833334}, {"start": 1092.04, "end": 1093.2, "word": " نسيان", "probability": 0.9703369140625}, {"start": 1093.2, "end": 1093.78, "word": " الأصل", "probability": 0.787841796875}, {"start": 1093.78, "end": 1094.54, "word": " أنه", "probability": 0.693359375}, {"start": 1094.54, "end": 1094.72, "word": " إذا", "probability": 0.889892578125}, {"start": 1094.72, "end": 1094.96, "word": " كان", "probability": 0.9931640625}, {"start": 1094.96, "end": 1095.22, "word": " واحد", "probability": 0.991943359375}, {"start": 1095.22, "end": 1095.6, "word": " منهم", "probability": 0.994873046875}, {"start": 1095.6, "end": 1096.34, "word": " قليل", "probability": 0.9923502604166666}, {"start": 1096.34, "end": 1096.94, "word": " الأصل", "probability": 0.6829833984375}, {"start": 1096.94, "end": 1097.16, "word": " أنه", "probability": 0.873291015625}, {"start": 1097.16, "end": 1097.62, "word": " أجلل", "probability": 0.774169921875}, {"start": 1097.62, "end": 1098.98, "word": " الموضوع", "probability": 0.84588623046875}, {"start": 1098.98, "end": 1099.36, "word": " معايا", "probability": 0.9075520833333334}, {"start": 1099.36, "end": 1100.38, "word": " فإذا", "probability": 0.8668619791666666}, {"start": 1100.38, "end": 1101.04, "word": " نقدر", "probability": 0.96044921875}, {"start": 1101.04, "end": 1101.26, "word": " نقول", "probability": 0.964111328125}, {"start": 1101.26, "end": 1101.46, "word": " أنه", "probability": 0.7529296875}, {"start": 1101.46, "end": 1101.84, "word": " هنضيف", "probability": 0.8907470703125}, {"start": 1101.84, "end": 1102.22, "word": " term", "probability": 0.9716796875}, {"start": 1102.22, "end": 1102.66, "word": " تاني", "probability": 0.97802734375}, {"start": 1102.66, "end": 1102.82, "word": " ال", "probability": 0.619140625}, {"start": 1102.82, "end": 1103.02, "word": " term", "probability": 0.76611328125}, {"start": 1103.02, "end": 1103.34, "word": " التاني", "probability": 0.9737955729166666}, {"start": 1103.34, "end": 1103.7, "word": " هو", "probability": 0.990234375}, {"start": 1103.7, "end": 1104.18, "word": " ال", "probability": 0.7041015625}, {"start": 1104.18, "end": 1104.56, "word": " forgetting", "probability": 0.96875}, {"start": 1104.56, "end": 1105.54, "word": " factor", "probability": 0.9228515625}, {"start": 1105.54, "end": 1105.96, "word": " هو", "probability": 0.95751953125}, {"start": 1105.96, "end": 1106.26, "word": " ال", "probability": 0.7275390625}, {"start": 1106.26, "end": 1106.62, "word": " forgetting", "probability": 0.97705078125}, {"start": 1106.62, "end": 1107.12, "word": " factor", "probability": 0.935546875}, {"start": 1107.12, "end": 1107.7, "word": " مضروف", "probability": 0.956298828125}, {"start": 1107.7, "end": 1107.92, "word": " في", "probability": 0.9794921875}, {"start": 1107.92, "end": 1109.14, "word": " Phi", "probability": 0.1640625}, {"start": 1109.14, "end": 1109.62, "word": " و", "probability": 0.568359375}, {"start": 1109.62, "end": 1109.7, "word": " اللي", "probability": 0.855712890625}, {"start": 1109.7, "end": 1109.84, "word": " هي", "probability": 0.8837890625}, {"start": 1109.84, "end": 1110.32, "word": " تمثل", "probability": 0.9775390625}, {"start": 1110.32, "end": 1110.46, "word": " ال", "probability": 0.83935546875}, {"start": 1110.46, "end": 1110.78, "word": " factor", "probability": 0.94482421875}, {"start": 1110.78, "end": 1111.14, "word": " هذا", "probability": 0.79833984375}], "temperature": 1.0}, {"id": 48, "seek": 114064, "start": 1111.94, "end": 1140.64, "text": "هذه مضروبة في term y في w بمعنى انه قيمة ال y عالية او منخفضة مضروبة في قيمة ال w في قيمة w لو ال w قليلة فالاصل انه نطرح term قليل لكن هنلاحظ شغل كتير مهمة انه iteration ورا التانية اذا w بتزيد ال w بتزيد كويس هيها", "tokens": [3224, 24192, 3714, 11242, 32887, 49401, 8978, 1433, 288, 8978, 261, 4724, 2304, 3615, 1863, 7578, 16472, 3224, 12174, 32640, 3660, 2423, 288, 6225, 6027, 10632, 1975, 2407, 9154, 9778, 5172, 11242, 3660, 3714, 11242, 32887, 49401, 8978, 12174, 32640, 3660, 2423, 261, 8978, 12174, 32640, 3660, 261, 45164, 2423, 261, 12174, 20292, 37977, 6156, 6027, 33546, 1211, 16472, 3224, 8717, 9566, 2288, 5016, 1433, 12174, 20292, 1211, 44381, 8032, 1863, 15040, 5016, 19913, 13412, 17082, 1211, 9122, 2655, 13546, 3714, 16095, 3660, 16472, 3224, 24784, 4032, 23557, 16712, 7649, 10632, 1975, 15730, 261, 39894, 11622, 25708, 2423, 261, 39894, 11622, 25708, 9122, 45865, 3794, 39896, 11296], "avg_logprob": -0.15972221670327363, "compression_ratio": 1.849740932642487, "no_speech_prob": 1.6689300537109375e-06, "words": [{"start": 1111.94, "end": 1112.24, "word": "هذه", "probability": 0.8505859375}, {"start": 1112.24, "end": 1112.56, "word": " مضروبة", "probability": 0.9515380859375}, {"start": 1112.56, "end": 1112.72, "word": " في", "probability": 0.98193359375}, {"start": 1112.72, "end": 1113.02, "word": " term", "probability": 0.806640625}, {"start": 1113.02, "end": 1113.68, "word": " y", "probability": 0.385498046875}, {"start": 1113.68, "end": 1114.08, "word": " في", "probability": 0.73388671875}, {"start": 1114.08, "end": 1114.56, "word": " w", "probability": 0.84521484375}, {"start": 1114.56, "end": 1117.8, "word": " بمعنى", "probability": 0.87890625}, {"start": 1117.8, "end": 1118.38, "word": " انه", "probability": 0.4808349609375}, {"start": 1118.38, "end": 1118.92, "word": " قيمة", "probability": 0.9869791666666666}, {"start": 1118.92, "end": 1119.06, "word": " ال", "probability": 0.94775390625}, {"start": 1119.06, "end": 1119.26, "word": " y", "probability": 0.5439453125}, {"start": 1119.26, "end": 1120.0, "word": " عالية", "probability": 0.9658203125}, {"start": 1120.0, "end": 1120.3, "word": " او", "probability": 0.8876953125}, {"start": 1120.3, "end": 1120.98, "word": " منخفضة", "probability": 0.95625}, {"start": 1120.98, "end": 1121.5, "word": " مضروبة", "probability": 0.9818115234375}, {"start": 1121.5, "end": 1121.74, "word": " في", "probability": 0.9765625}, {"start": 1121.74, "end": 1122.28, "word": " قيمة", "probability": 0.9943033854166666}, {"start": 1122.28, "end": 1122.42, "word": " ال", "probability": 0.91748046875}, {"start": 1122.42, "end": 1122.84, "word": " w", "probability": 0.75341796875}, {"start": 1122.84, "end": 1123.22, "word": " في", "probability": 0.52197265625}, {"start": 1123.22, "end": 1123.78, "word": " قيمة", "probability": 0.99072265625}, {"start": 1123.78, "end": 1124.48, "word": " w", "probability": 0.48095703125}, {"start": 1124.48, "end": 1124.88, "word": " لو", "probability": 0.8720703125}, {"start": 1124.88, "end": 1125.04, "word": " ال", "probability": 0.98828125}, {"start": 1125.04, "end": 1125.34, "word": " w", "probability": 0.74072265625}, {"start": 1125.34, "end": 1126.04, "word": " قليلة", "probability": 0.9373372395833334}, {"start": 1126.04, "end": 1126.78, "word": " فالاصل", "probability": 0.9012451171875}, {"start": 1126.78, "end": 1127.12, "word": " انه", "probability": 0.904541015625}, {"start": 1127.12, "end": 1127.82, "word": " نطرح", "probability": 0.947265625}, {"start": 1127.82, "end": 1128.62, "word": " term", "probability": 0.9697265625}, {"start": 1128.62, "end": 1129.22, "word": " قليل", "probability": 0.9864908854166666}, {"start": 1129.22, "end": 1129.78, "word": " لكن", "probability": 0.88330078125}, {"start": 1129.78, "end": 1130.96, "word": " هنلاحظ", "probability": 0.869921875}, {"start": 1130.96, "end": 1131.54, "word": " شغل", "probability": 0.873046875}, {"start": 1131.54, "end": 1131.84, "word": " كتير", "probability": 0.8971354166666666}, {"start": 1131.84, "end": 1132.48, "word": " مهمة", "probability": 0.921875}, {"start": 1132.48, "end": 1133.36, "word": " انه", "probability": 0.926513671875}, {"start": 1133.36, "end": 1134.22, "word": " iteration", "probability": 0.74609375}, {"start": 1134.22, "end": 1134.52, "word": " ورا", "probability": 0.748046875}, {"start": 1134.52, "end": 1134.94, "word": " التانية", "probability": 0.970703125}, {"start": 1134.94, "end": 1135.12, "word": " اذا", "probability": 0.802001953125}, {"start": 1135.12, "end": 1135.42, "word": " w", "probability": 0.62353515625}, {"start": 1135.42, "end": 1136.0, "word": " بتزيد", "probability": 0.9495442708333334}, {"start": 1136.0, "end": 1137.14, "word": " ال", "probability": 0.347900390625}, {"start": 1137.14, "end": 1137.42, "word": " w", "probability": 0.75146484375}, {"start": 1137.42, "end": 1138.18, "word": " بتزيد", "probability": 0.7696940104166666}, {"start": 1138.18, "end": 1139.58, "word": " كويس", "probability": 0.92529296875}, {"start": 1139.58, "end": 1140.64, "word": " هيها", "probability": 0.6788330078125}], "temperature": 1.0}, {"id": 49, "seek": 117088, "start": 1141.88, "end": 1170.88, "text": "واحدة ورا التانية قاعدة بتزيد Y بتزيد فالأصل أن ال term هذا هيك بيخفف شوية من الزيادة بيحد من الزيادة بيحد من الزيادة امتى؟ لما Y و X زادوا لدرجة انه خلاص هيعدوا ال limits تاعة القيم المقبولة ل W ل W فكأنها صارت exponential زادت زادت زادت بعدين خلاص الزيادة بتصير خفيفة لأنه كل حاجة بتزيد عالي أنا بانطرح منها عالي", "tokens": [14407, 24401, 3660, 4032, 23557, 16712, 7649, 10632, 12174, 995, 22488, 3660, 39894, 11622, 25708, 398, 39894, 11622, 25708, 6156, 6027, 10721, 36520, 14739, 2423, 1433, 23758, 39896, 4117, 4724, 1829, 9778, 5172, 5172, 13412, 2407, 10632, 9154, 6024, 110, 1829, 18513, 3660, 4724, 1829, 24401, 9154, 6024, 110, 1829, 18513, 3660, 4724, 1829, 24401, 9154, 6024, 110, 1829, 18513, 3660, 1975, 2304, 49975, 22807, 5296, 15042, 398, 4032, 1783, 30767, 18513, 14407, 5296, 3215, 47341, 3660, 16472, 3224, 16490, 1211, 33546, 39896, 22488, 14407, 2423, 10406, 6055, 995, 27884, 25062, 32640, 9673, 4587, 3555, 12610, 3660, 5296, 343, 5296, 343, 6156, 4117, 33456, 11296, 20328, 9640, 2655, 21510, 30767, 18513, 2655, 30767, 18513, 2655, 30767, 18513, 2655, 39182, 9957, 16490, 1211, 33546, 6024, 110, 1829, 18513, 3660, 39894, 9381, 13546, 16490, 5172, 33911, 3660, 5296, 33456, 3224, 28242, 11331, 26108, 3660, 39894, 11622, 25708, 6225, 6027, 1829, 41850, 4724, 7649, 9566, 2288, 5016, 9154, 11296, 6225, 6027, 1829], "avg_logprob": -0.14667968675494195, "compression_ratio": 1.9672727272727273, "no_speech_prob": 2.384185791015625e-06, "words": [{"start": 1141.88, "end": 1142.3, "word": "واحدة", "probability": 0.7936197916666666}, {"start": 1142.3, "end": 1142.4, "word": " ورا", "probability": 0.87646484375}, {"start": 1142.4, "end": 1142.68, "word": " التانية", "probability": 0.89306640625}, {"start": 1142.68, "end": 1142.9, "word": " قاعدة", "probability": 0.75616455078125}, {"start": 1142.9, "end": 1143.3, "word": " بتزيد", "probability": 0.9571940104166666}, {"start": 1143.3, "end": 1144.14, "word": " Y", "probability": 0.33203125}, {"start": 1144.14, "end": 1145.34, "word": " بتزيد", "probability": 0.94140625}, {"start": 1145.34, "end": 1146.52, "word": " فالأصل", "probability": 0.833984375}, {"start": 1146.52, "end": 1146.66, "word": " أن", "probability": 0.5107421875}, {"start": 1146.66, "end": 1146.78, "word": " ال", "probability": 0.8515625}, {"start": 1146.78, "end": 1147.0, "word": " term", "probability": 0.77392578125}, {"start": 1147.0, "end": 1147.28, "word": " هذا", "probability": 0.533203125}, {"start": 1147.28, "end": 1147.6, "word": " هيك", "probability": 0.9501953125}, {"start": 1147.6, "end": 1148.5, "word": " بيخفف", "probability": 0.8134765625}, {"start": 1148.5, "end": 1149.02, "word": " شوية", "probability": 0.90380859375}, {"start": 1149.02, "end": 1149.24, "word": " من", "probability": 0.990234375}, {"start": 1149.24, "end": 1149.66, "word": " الزيادة", "probability": 0.95439453125}, {"start": 1149.66, "end": 1150.1, "word": " بيحد", "probability": 0.8409830729166666}, {"start": 1150.1, "end": 1150.34, "word": " من", "probability": 0.89794921875}, {"start": 1150.34, "end": 1151.04, "word": " الزيادة", "probability": 0.979296875}, {"start": 1151.04, "end": 1151.58, "word": " بيحد", "probability": 0.8888346354166666}, {"start": 1151.58, "end": 1151.72, "word": " من", "probability": 0.9892578125}, {"start": 1151.72, "end": 1152.1, "word": " الزيادة", "probability": 0.9783203125}, {"start": 1152.1, "end": 1152.84, "word": " امتى؟", "probability": 0.7108154296875}, {"start": 1152.84, "end": 1153.12, "word": " لما", "probability": 0.940673828125}, {"start": 1153.12, "end": 1153.88, "word": " Y", "probability": 0.94775390625}, {"start": 1153.88, "end": 1154.36, "word": " و", "probability": 0.95751953125}, {"start": 1154.36, "end": 1154.7, "word": " X", "probability": 0.92236328125}, {"start": 1154.7, "end": 1155.74, "word": " زادوا", "probability": 0.9783528645833334}, {"start": 1155.74, "end": 1157.02, "word": " لدرجة", "probability": 0.989990234375}, {"start": 1157.02, "end": 1157.9, "word": " انه", "probability": 0.7078857421875}, {"start": 1157.9, "end": 1158.26, "word": " خلاص", "probability": 0.9503580729166666}, {"start": 1158.26, "end": 1158.76, "word": " هيعدوا", "probability": 0.9044596354166666}, {"start": 1158.76, "end": 1158.86, "word": " ال", "probability": 0.939453125}, {"start": 1158.86, "end": 1159.22, "word": " limits", "probability": 0.98193359375}, {"start": 1159.22, "end": 1159.78, "word": " تاعة", "probability": 0.70947265625}, {"start": 1159.78, "end": 1160.2, "word": " القيم", "probability": 0.9111328125}, {"start": 1160.2, "end": 1161.56, "word": " المقبولة", "probability": 0.99150390625}, {"start": 1161.56, "end": 1161.88, "word": " ل", "probability": 0.9658203125}, {"start": 1161.88, "end": 1162.46, "word": " W", "probability": 0.75390625}, {"start": 1162.46, "end": 1162.76, "word": " ل", "probability": 0.62451171875}, {"start": 1162.76, "end": 1163.08, "word": " W", "probability": 0.7392578125}, {"start": 1163.08, "end": 1163.8, "word": " فكأنها", "probability": 0.8973388671875}, {"start": 1163.8, "end": 1164.64, "word": " صارت", "probability": 0.9856770833333334}, {"start": 1164.64, "end": 1165.26, "word": " exponential", "probability": 0.8623046875}, {"start": 1165.26, "end": 1165.86, "word": " زادت", "probability": 0.931640625}, {"start": 1165.86, "end": 1166.12, "word": " زادت", "probability": 0.9169921875}, {"start": 1166.12, "end": 1166.28, "word": " زادت", "probability": 0.947265625}, {"start": 1166.28, "end": 1166.54, "word": " بعدين", "probability": 0.6573486328125}, {"start": 1166.54, "end": 1166.78, "word": " خلاص", "probability": 0.9895833333333334}, {"start": 1166.78, "end": 1167.32, "word": " الزيادة", "probability": 0.8931640625}, {"start": 1167.32, "end": 1167.6, "word": " بتصير", "probability": 0.8053385416666666}, {"start": 1167.6, "end": 1168.16, "word": " خفيفة", "probability": 0.98779296875}, {"start": 1168.16, "end": 1168.76, "word": " لأنه", "probability": 0.6964518229166666}, {"start": 1168.76, "end": 1168.92, "word": " كل", "probability": 0.98681640625}, {"start": 1168.92, "end": 1169.2, "word": " حاجة", "probability": 0.9969075520833334}, {"start": 1169.2, "end": 1169.5, "word": " بتزيد", "probability": 0.9723307291666666}, {"start": 1169.5, "end": 1169.76, "word": " عالي", "probability": 0.9378255208333334}, {"start": 1169.76, "end": 1169.9, "word": " أنا", "probability": 0.65087890625}, {"start": 1169.9, "end": 1170.3, "word": " بانطرح", "probability": 0.84306640625}, {"start": 1170.3, "end": 1170.52, "word": " منها", "probability": 0.99462890625}, {"start": 1170.52, "end": 1170.88, "word": " عالي", "probability": 0.9697265625}], "temperature": 1.0}, {"id": 50, "seek": 120097, "start": 1171.51, "end": 1200.97, "text": "ال term هذا بده يصير بده ينطرح ال term عالي بيصير لإن y مضروبة في w و w زادت و بتزيد طيب كل ما كانت منخفضة هنا منخفضة معنى ذلك أنه لأ محتاج أزود فال term ال negative بيصير أقل بيصير أقل هذا الكلام انتهى إذا كانوا الإتنين positive الإتنين positive لكن .. لكن إذا كان delta w .. w عالية و مافيش ارتباط بين y و x", "tokens": [6027, 1433, 23758, 47525, 3224, 7251, 9381, 13546, 47525, 3224, 7251, 1863, 9566, 2288, 5016, 2423, 1433, 6225, 6027, 1829, 4724, 1829, 9381, 13546, 5296, 28814, 1863, 288, 3714, 11242, 32887, 49401, 8978, 261, 4032, 261, 30767, 18513, 2655, 4032, 39894, 11622, 25708, 23032, 1829, 3555, 28242, 19446, 25961, 2655, 9154, 9778, 5172, 11242, 3660, 34105, 9154, 9778, 5172, 11242, 3660, 20449, 1863, 7578, 29910, 23275, 14739, 3224, 5296, 10721, 3714, 33753, 26108, 5551, 11622, 23328, 6156, 6027, 1433, 2423, 3671, 4724, 1829, 9381, 13546, 5551, 4587, 1211, 4724, 1829, 9381, 13546, 5551, 4587, 1211, 23758, 2423, 28820, 10943, 16472, 47395, 7578, 11933, 15730, 25961, 14407, 33688, 2655, 1863, 9957, 3353, 33688, 2655, 1863, 9957, 3353, 44381, 4386, 44381, 11933, 15730, 25961, 8289, 261, 4386, 261, 6225, 6027, 10632, 4032, 19446, 41185, 8592, 1975, 43500, 3555, 41193, 49374, 288, 4032, 2031], "avg_logprob": -0.2148987660315675, "compression_ratio": 1.8830188679245283, "no_speech_prob": 3.039836883544922e-06, "words": [{"start": 1171.51, "end": 1171.73, "word": "ال", "probability": 0.794921875}, {"start": 1171.73, "end": 1171.87, "word": " term", "probability": 0.525390625}, {"start": 1171.87, "end": 1171.99, "word": " هذا", "probability": 0.51806640625}, {"start": 1171.99, "end": 1172.21, "word": " بده", "probability": 0.4161376953125}, {"start": 1172.21, "end": 1172.35, "word": " يصير", "probability": 0.8111979166666666}, {"start": 1172.35, "end": 1172.57, "word": " بده", "probability": 0.5877685546875}, {"start": 1172.57, "end": 1172.91, "word": " ينطرح", "probability": 0.92451171875}, {"start": 1172.91, "end": 1173.13, "word": " ال", "probability": 0.9013671875}, {"start": 1173.13, "end": 1173.35, "word": " term", "probability": 0.9404296875}, {"start": 1173.35, "end": 1173.63, "word": " عالي", "probability": 0.9108072916666666}, {"start": 1173.63, "end": 1173.95, "word": " بيصير", "probability": 0.79693603515625}, {"start": 1173.95, "end": 1174.21, "word": " لإن", "probability": 0.790771484375}, {"start": 1174.21, "end": 1174.53, "word": " y", "probability": 0.390380859375}, {"start": 1174.53, "end": 1175.35, "word": " مضروبة", "probability": 0.9342041015625}, {"start": 1175.35, "end": 1175.45, "word": " في", "probability": 0.97802734375}, {"start": 1175.45, "end": 1175.71, "word": " w", "probability": 0.638671875}, {"start": 1175.71, "end": 1175.83, "word": " و", "probability": 0.492431640625}, {"start": 1175.83, "end": 1176.05, "word": " w", "probability": 0.5078125}, {"start": 1176.05, "end": 1177.05, "word": " زادت", "probability": 0.9500325520833334}, {"start": 1177.05, "end": 1178.29, "word": " و", "probability": 0.55224609375}, {"start": 1178.29, "end": 1179.01, "word": " بتزيد", "probability": 0.812255859375}, {"start": 1179.01, "end": 1179.43, "word": " طيب", "probability": 0.9422200520833334}, {"start": 1179.43, "end": 1179.81, "word": " كل", "probability": 0.67919921875}, {"start": 1179.81, "end": 1179.91, "word": " ما", "probability": 0.916015625}, {"start": 1179.91, "end": 1180.17, "word": " كانت", "probability": 0.97607421875}, {"start": 1180.17, "end": 1181.01, "word": " منخفضة", "probability": 0.96494140625}, {"start": 1181.01, "end": 1182.59, "word": " هنا", "probability": 0.96044921875}, {"start": 1182.59, "end": 1183.43, "word": " منخفضة", "probability": 0.97705078125}, {"start": 1183.43, "end": 1183.93, "word": " معنى", "probability": 0.7766927083333334}, {"start": 1183.93, "end": 1184.19, "word": " ذلك", "probability": 0.989990234375}, {"start": 1184.19, "end": 1184.41, "word": " أنه", "probability": 0.6192626953125}, {"start": 1184.41, "end": 1184.65, "word": " لأ", "probability": 0.961181640625}, {"start": 1184.65, "end": 1185.47, "word": " محتاج", "probability": 0.9783528645833334}, {"start": 1185.47, "end": 1185.97, "word": " أزود", "probability": 0.8624674479166666}, {"start": 1185.97, "end": 1186.39, "word": " فال", "probability": 0.77490234375}, {"start": 1186.39, "end": 1186.63, "word": " term", "probability": 0.91796875}, {"start": 1186.63, "end": 1186.83, "word": " ال", "probability": 0.51513671875}, {"start": 1186.83, "end": 1187.33, "word": " negative", "probability": 0.9365234375}, {"start": 1187.33, "end": 1187.83, "word": " بيصير", "probability": 0.8876953125}, {"start": 1187.83, "end": 1188.29, "word": " أقل", "probability": 0.955078125}, {"start": 1188.29, "end": 1189.09, "word": " بيصير", "probability": 0.8897705078125}, {"start": 1189.09, "end": 1189.59, "word": " أقل", "probability": 0.9850260416666666}, {"start": 1189.59, "end": 1189.83, "word": " هذا", "probability": 0.8681640625}, {"start": 1189.83, "end": 1190.11, "word": " الكلام", "probability": 0.97509765625}, {"start": 1190.11, "end": 1190.49, "word": " انتهى", "probability": 0.5703125}, {"start": 1190.49, "end": 1190.75, "word": " إذا", "probability": 0.907470703125}, {"start": 1190.75, "end": 1190.99, "word": " كانوا", "probability": 0.94384765625}, {"start": 1190.99, "end": 1191.31, "word": " الإتنين", "probability": 0.7113037109375}, {"start": 1191.31, "end": 1192.03, "word": " positive", "probability": 0.904296875}, {"start": 1192.03, "end": 1192.69, "word": " الإتنين", "probability": 0.84649658203125}, {"start": 1192.69, "end": 1193.13, "word": " positive", "probability": 0.9072265625}, {"start": 1193.13, "end": 1193.79, "word": " لكن", "probability": 0.9453125}, {"start": 1193.79, "end": 1194.29, "word": " ..", "probability": 0.38671875}, {"start": 1194.29, "end": 1194.63, "word": " لكن", "probability": 0.9443359375}, {"start": 1194.63, "end": 1195.17, "word": " إذا", "probability": 0.92919921875}, {"start": 1195.17, "end": 1195.43, "word": " كان", "probability": 0.9970703125}, {"start": 1195.43, "end": 1195.89, "word": " delta", "probability": 0.469970703125}, {"start": 1195.89, "end": 1197.23, "word": " w", "probability": 0.50048828125}, {"start": 1197.23, "end": 1197.57, "word": " ..", "probability": 0.60400390625}, {"start": 1197.57, "end": 1197.77, "word": " w", "probability": 0.7265625}, {"start": 1197.77, "end": 1198.41, "word": " عالية", "probability": 0.9827473958333334}, {"start": 1198.41, "end": 1198.89, "word": " و", "probability": 0.99462890625}, {"start": 1198.89, "end": 1199.21, "word": " مافيش", "probability": 0.8145345052083334}, {"start": 1199.21, "end": 1199.65, "word": " ارتباط", "probability": 0.88134765625}, {"start": 1199.65, "end": 1199.85, "word": " بين", "probability": 0.93017578125}, {"start": 1199.85, "end": 1200.15, "word": " y", "probability": 0.8623046875}, {"start": 1200.15, "end": 1200.57, "word": " و", "probability": 0.9775390625}, {"start": 1200.57, "end": 1200.97, "word": " x", "probability": 0.8115234375}], "temperature": 1.0}, {"id": 51, "seek": 121575, "start": 1201.77, "end": 1215.75, "text": "YUX مافيش الارتباط بينهم فإذا واحد منهم منخفض في واحد منهم منخفض أكيد المنخفض هدا إذا كانت Y فمعنى ذلك أن ال term هدا هينخفض ال term الأول هينزل", "tokens": [56, 52, 55, 19446, 41185, 8592, 2423, 9640, 2655, 3555, 41193, 49374, 16095, 6156, 28814, 15730, 36764, 24401, 9154, 16095, 9154, 9778, 5172, 11242, 8978, 36764, 24401, 9154, 16095, 9154, 9778, 5172, 11242, 5551, 4117, 25708, 9673, 1863, 9778, 5172, 11242, 8032, 28259, 11933, 15730, 25961, 2655, 398, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 14739, 2423, 1433, 8032, 28259, 8032, 9957, 9778, 5172, 11242, 2423, 1433, 16247, 12610, 8032, 9957, 11622, 1211], "avg_logprob": -0.20038006756756757, "compression_ratio": 1.710344827586207, "no_speech_prob": 6.4373016357421875e-06, "words": [{"start": 1201.77, "end": 1202.45, "word": "YUX", "probability": 0.49664306640625}, {"start": 1202.45, "end": 1202.95, "word": " مافيش", "probability": 0.7744140625}, {"start": 1202.95, "end": 1203.47, "word": " الارتباط", "probability": 0.84560546875}, {"start": 1203.47, "end": 1203.91, "word": " بينهم", "probability": 0.97119140625}, {"start": 1203.91, "end": 1204.37, "word": " فإذا", "probability": 0.8585611979166666}, {"start": 1204.37, "end": 1204.63, "word": " واحد", "probability": 0.982177734375}, {"start": 1204.63, "end": 1204.89, "word": " منهم", "probability": 0.98779296875}, {"start": 1204.89, "end": 1205.39, "word": " منخفض", "probability": 0.94482421875}, {"start": 1205.39, "end": 1206.11, "word": " في", "probability": 0.239501953125}, {"start": 1206.11, "end": 1206.41, "word": " واحد", "probability": 0.9755859375}, {"start": 1206.41, "end": 1206.67, "word": " منهم", "probability": 0.982421875}, {"start": 1206.67, "end": 1207.17, "word": " منخفض", "probability": 0.989013671875}, {"start": 1207.17, "end": 1207.67, "word": " أكيد", "probability": 0.8855794270833334}, {"start": 1207.67, "end": 1209.85, "word": " المنخفض", "probability": 0.889892578125}, {"start": 1209.85, "end": 1210.07, "word": " هدا", "probability": 0.4052734375}, {"start": 1210.07, "end": 1210.29, "word": " إذا", "probability": 0.889892578125}, {"start": 1210.29, "end": 1210.59, "word": " كانت", "probability": 0.892333984375}, {"start": 1210.59, "end": 1210.85, "word": " Y", "probability": 0.88232421875}, {"start": 1210.85, "end": 1211.41, "word": " فمعنى", "probability": 0.91435546875}, {"start": 1211.41, "end": 1211.97, "word": " ذلك", "probability": 0.990966796875}, {"start": 1211.97, "end": 1212.11, "word": " أن", "probability": 0.650390625}, {"start": 1212.11, "end": 1212.23, "word": " ال", "probability": 0.76220703125}, {"start": 1212.23, "end": 1212.37, "word": " term", "probability": 0.84716796875}, {"start": 1212.37, "end": 1212.53, "word": " هدا", "probability": 0.810302734375}, {"start": 1212.53, "end": 1213.21, "word": " هينخفض", "probability": 0.8810546875}, {"start": 1213.21, "end": 1214.01, "word": " ال", "probability": 0.81640625}, {"start": 1214.01, "end": 1214.19, "word": " term", "probability": 0.92626953125}, {"start": 1214.19, "end": 1214.69, "word": " الأول", "probability": 0.9775390625}, {"start": 1214.69, "end": 1215.75, "word": " هينزل", "probability": 0.948974609375}], "temperature": 1.0}, {"id": 52, "seek": 124348, "start": 1217.3, "end": 1243.48, "text": "هينزل كويسة مدام نزل معناه ذلك انه و delta و w هذه عالية نفترض initially بدأت عالية فإذا ال term هذا أقل من ال term التاني معناه ذلك انه delta بال negative فبصير بجلل في ال delta في ال w بيصير نجلل هيك في قيمة w لأن ال delta بال negative لما أروح أجمعها مع ال w نفسها هتجل قيمة w هتجل قيمة w تمام", "tokens": [3224, 9957, 11622, 1211, 9122, 45865, 3794, 3660, 3714, 3215, 10943, 8717, 11622, 1211, 20449, 8315, 3224, 29910, 23275, 16472, 3224, 4032, 8289, 4032, 261, 29538, 6225, 6027, 10632, 8717, 5172, 2655, 43042, 9105, 47525, 10721, 2655, 6225, 6027, 10632, 6156, 28814, 15730, 2423, 1433, 23758, 5551, 4587, 1211, 9154, 2423, 1433, 16712, 7649, 1829, 20449, 8315, 3224, 29910, 23275, 16472, 3224, 8289, 20666, 3671, 6156, 3555, 9381, 13546, 4724, 7435, 1211, 1211, 8978, 2423, 8289, 8978, 2423, 261, 4724, 1829, 9381, 13546, 8717, 7435, 1211, 1211, 39896, 4117, 8978, 12174, 32640, 3660, 261, 5296, 33456, 2423, 8289, 20666, 3671, 5296, 15042, 5551, 32887, 5016, 5551, 7435, 2304, 3615, 11296, 20449, 2423, 261, 8717, 36178, 11296, 8032, 2655, 7435, 1211, 12174, 32640, 3660, 261, 8032, 2655, 7435, 1211, 12174, 32640, 3660, 261, 46811, 10943], "avg_logprob": -0.18703704365977533, "compression_ratio": 1.9623430962343096, "no_speech_prob": 2.6226043701171875e-06, "words": [{"start": 1217.3, "end": 1217.98, "word": "هينزل", "probability": 0.8818359375}, {"start": 1217.98, "end": 1218.66, "word": " كويسة", "probability": 0.7296142578125}, {"start": 1218.66, "end": 1218.92, "word": " مدام", "probability": 0.6249186197916666}, {"start": 1218.92, "end": 1219.42, "word": " نزل", "probability": 0.9905598958333334}, {"start": 1219.42, "end": 1219.98, "word": " معناه", "probability": 0.8170572916666666}, {"start": 1219.98, "end": 1220.24, "word": " ذلك", "probability": 0.96923828125}, {"start": 1220.24, "end": 1220.7, "word": " انه", "probability": 0.699951171875}, {"start": 1220.7, "end": 1221.24, "word": " و", "probability": 0.79052734375}, {"start": 1221.24, "end": 1221.52, "word": " delta", "probability": 0.29296875}, {"start": 1221.52, "end": 1221.72, "word": " و", "probability": 0.80224609375}, {"start": 1221.72, "end": 1222.06, "word": " w", "probability": 0.40869140625}, {"start": 1222.06, "end": 1222.48, "word": " هذه", "probability": 0.697265625}, {"start": 1222.48, "end": 1223.08, "word": " عالية", "probability": 0.93408203125}, {"start": 1223.08, "end": 1223.48, "word": " نفترض", "probability": 0.922119140625}, {"start": 1223.48, "end": 1223.92, "word": " initially", "probability": 0.16943359375}, {"start": 1223.92, "end": 1224.32, "word": " بدأت", "probability": 0.9794921875}, {"start": 1224.32, "end": 1224.76, "word": " عالية", "probability": 0.9905598958333334}, {"start": 1224.76, "end": 1225.48, "word": " فإذا", "probability": 0.7996419270833334}, {"start": 1225.48, "end": 1226.04, "word": " ال", "probability": 0.93212890625}, {"start": 1226.04, "end": 1226.34, "word": " term", "probability": 0.93603515625}, {"start": 1226.34, "end": 1226.66, "word": " هذا", "probability": 0.60693359375}, {"start": 1226.66, "end": 1227.2, "word": " أقل", "probability": 0.8992513020833334}, {"start": 1227.2, "end": 1227.4, "word": " من", "probability": 0.9931640625}, {"start": 1227.4, "end": 1227.56, "word": " ال", "probability": 0.9697265625}, {"start": 1227.56, "end": 1227.76, "word": " term", "probability": 0.92724609375}, {"start": 1227.76, "end": 1228.36, "word": " التاني", "probability": 0.9685872395833334}, {"start": 1228.36, "end": 1228.94, "word": " معناه", "probability": 0.97314453125}, {"start": 1228.94, "end": 1229.12, "word": " ذلك", "probability": 0.97802734375}, {"start": 1229.12, "end": 1229.34, "word": " انه", "probability": 0.753662109375}, {"start": 1229.34, "end": 1229.68, "word": " delta", "probability": 0.7880859375}, {"start": 1229.68, "end": 1229.9, "word": " بال", "probability": 0.9638671875}, {"start": 1229.9, "end": 1230.3, "word": " negative", "probability": 0.75146484375}, {"start": 1230.3, "end": 1230.96, "word": " فبصير", "probability": 0.9632568359375}, {"start": 1230.96, "end": 1231.5, "word": " بجلل", "probability": 0.9765625}, {"start": 1231.5, "end": 1231.62, "word": " في", "probability": 0.9580078125}, {"start": 1231.62, "end": 1231.74, "word": " ال", "probability": 0.91796875}, {"start": 1231.74, "end": 1231.96, "word": " delta", "probability": 0.53125}, {"start": 1231.96, "end": 1232.12, "word": " في", "probability": 0.59033203125}, {"start": 1232.12, "end": 1232.22, "word": " ال", "probability": 0.473876953125}, {"start": 1232.22, "end": 1232.54, "word": " w", "probability": 0.65576171875}, {"start": 1232.54, "end": 1233.74, "word": " بيصير", "probability": 0.68975830078125}, {"start": 1233.74, "end": 1234.14, "word": " نجلل", "probability": 0.9598388671875}, {"start": 1234.14, "end": 1234.28, "word": " هيك", "probability": 0.742431640625}, {"start": 1234.28, "end": 1234.4, "word": " في", "probability": 0.97802734375}, {"start": 1234.4, "end": 1234.74, "word": " قيمة", "probability": 0.9889322916666666}, {"start": 1234.74, "end": 1235.02, "word": " w", "probability": 0.78857421875}, {"start": 1235.02, "end": 1235.26, "word": " لأن", "probability": 0.77783203125}, {"start": 1235.26, "end": 1235.4, "word": " ال", "probability": 0.630859375}, {"start": 1235.4, "end": 1235.64, "word": " delta", "probability": 0.9423828125}, {"start": 1235.64, "end": 1235.82, "word": " بال", "probability": 0.9716796875}, {"start": 1235.82, "end": 1236.34, "word": " negative", "probability": 0.9580078125}, {"start": 1236.34, "end": 1236.9, "word": " لما", "probability": 0.932861328125}, {"start": 1236.9, "end": 1237.1, "word": " أروح", "probability": 0.7618815104166666}, {"start": 1237.1, "end": 1237.48, "word": " أجمعها", "probability": 0.9212890625}, {"start": 1237.48, "end": 1237.64, "word": " مع", "probability": 0.98681640625}, {"start": 1237.64, "end": 1238.24, "word": " ال", "probability": 0.9921875}, {"start": 1238.24, "end": 1238.58, "word": " w", "probability": 0.62939453125}, {"start": 1238.58, "end": 1239.82, "word": " نفسها", "probability": 0.9969075520833334}, {"start": 1239.82, "end": 1240.28, "word": " هتجل", "probability": 0.8380126953125}, {"start": 1240.28, "end": 1240.6, "word": " قيمة", "probability": 0.9869791666666666}, {"start": 1240.6, "end": 1240.92, "word": " w", "probability": 0.888671875}, {"start": 1240.92, "end": 1241.44, "word": " هتجل", "probability": 0.8358154296875}, {"start": 1241.44, "end": 1242.22, "word": " قيمة", "probability": 0.9952799479166666}, {"start": 1242.22, "end": 1242.9, "word": " w", "probability": 0.837890625}, {"start": 1242.9, "end": 1243.48, "word": " تمام", "probability": 0.986083984375}], "temperature": 1.0}, {"id": 53, "seek": 126544, "start": 1244.66, "end": 1265.44, "text": "في الآخر لو كانت X هي اللي منخفضة و Y عالية X منخفضة فمعناه ذلك أنه برضه ال term هذا هيكون أقل بكتير من ال term التاني وهذا هيؤدى أنه delta W بتجل أو بال negative بال negative لأن ال term التاني أكبر بصير", "tokens": [41185, 6024, 95, 34740, 45164, 25961, 2655, 1783, 39896, 13672, 1829, 9154, 9778, 5172, 11242, 3660, 4032, 398, 6225, 6027, 10632, 1783, 9154, 9778, 5172, 11242, 3660, 6156, 2304, 3615, 8315, 3224, 29910, 23275, 14739, 3224, 4724, 43042, 3224, 2423, 1433, 23758, 39896, 30544, 5551, 4587, 1211, 4724, 4117, 2655, 13546, 9154, 2423, 1433, 16712, 7649, 1829, 37037, 15730, 39896, 33604, 3215, 7578, 14739, 3224, 8289, 343, 39894, 7435, 1211, 34051, 20666, 3671, 20666, 3671, 5296, 33456, 2423, 1433, 16712, 7649, 1829, 5551, 4117, 26890, 4724, 9381, 13546], "avg_logprob": -0.20470505617977527, "compression_ratio": 1.7540106951871657, "no_speech_prob": 1.430511474609375e-06, "words": [{"start": 1244.66, "end": 1245.22, "word": "في", "probability": 0.70849609375}, {"start": 1245.22, "end": 1245.62, "word": " الآخر", "probability": 0.9046223958333334}, {"start": 1245.62, "end": 1245.86, "word": " لو", "probability": 0.77978515625}, {"start": 1245.86, "end": 1246.24, "word": " كانت", "probability": 0.931396484375}, {"start": 1246.24, "end": 1246.46, "word": " X", "probability": 0.50634765625}, {"start": 1246.46, "end": 1246.7, "word": " هي", "probability": 0.9296875}, {"start": 1246.7, "end": 1247.6, "word": " اللي", "probability": 0.4302978515625}, {"start": 1247.6, "end": 1248.16, "word": " منخفضة", "probability": 0.9296875}, {"start": 1248.16, "end": 1248.46, "word": " و", "probability": 0.8984375}, {"start": 1248.46, "end": 1248.64, "word": " Y", "probability": 0.7587890625}, {"start": 1248.64, "end": 1249.1, "word": " عالية", "probability": 0.89892578125}, {"start": 1249.1, "end": 1249.62, "word": " X", "probability": 0.259521484375}, {"start": 1249.62, "end": 1250.38, "word": " منخفضة", "probability": 0.98330078125}, {"start": 1250.38, "end": 1251.12, "word": " فمعناه", "probability": 0.80166015625}, {"start": 1251.12, "end": 1251.28, "word": " ذلك", "probability": 0.9736328125}, {"start": 1251.28, "end": 1251.48, "word": " أنه", "probability": 0.5947265625}, {"start": 1251.48, "end": 1251.68, "word": " برضه", "probability": 0.8042805989583334}, {"start": 1251.68, "end": 1251.82, "word": " ال", "probability": 0.78759765625}, {"start": 1251.82, "end": 1252.0, "word": " term", "probability": 0.90771484375}, {"start": 1252.0, "end": 1252.22, "word": " هذا", "probability": 0.67626953125}, {"start": 1252.22, "end": 1252.58, "word": " هيكون", "probability": 0.817138671875}, {"start": 1252.58, "end": 1252.96, "word": " أقل", "probability": 0.9401041666666666}, {"start": 1252.96, "end": 1253.3, "word": " بكتير", "probability": 0.95068359375}, {"start": 1253.3, "end": 1253.42, "word": " من", "probability": 0.9921875}, {"start": 1253.42, "end": 1253.56, "word": " ال", "probability": 0.9697265625}, {"start": 1253.56, "end": 1253.74, "word": " term", "probability": 0.865234375}, {"start": 1253.74, "end": 1254.28, "word": " التاني", "probability": 0.9615885416666666}, {"start": 1254.28, "end": 1255.54, "word": " وهذا", "probability": 0.841552734375}, {"start": 1255.54, "end": 1256.66, "word": " هيؤدى", "probability": 0.7720947265625}, {"start": 1256.66, "end": 1257.34, "word": " أنه", "probability": 0.5546875}, {"start": 1257.34, "end": 1258.98, "word": " delta", "probability": 0.47705078125}, {"start": 1258.98, "end": 1259.5, "word": " W", "probability": 0.791015625}, {"start": 1259.5, "end": 1261.28, "word": " بتجل", "probability": 0.8756510416666666}, {"start": 1261.28, "end": 1261.68, "word": " أو", "probability": 0.83056640625}, {"start": 1261.68, "end": 1262.04, "word": " بال", "probability": 0.95947265625}, {"start": 1262.04, "end": 1262.54, "word": " negative", "probability": 0.85693359375}, {"start": 1262.54, "end": 1263.62, "word": " بال", "probability": 0.301513671875}, {"start": 1263.62, "end": 1263.94, "word": " negative", "probability": 0.91796875}, {"start": 1263.94, "end": 1264.18, "word": " لأن", "probability": 0.8369140625}, {"start": 1264.18, "end": 1264.3, "word": " ال", "probability": 0.86572265625}, {"start": 1264.3, "end": 1264.46, "word": " term", "probability": 0.91796875}, {"start": 1264.46, "end": 1264.76, "word": " التاني", "probability": 0.9749348958333334}, {"start": 1264.76, "end": 1265.06, "word": " أكبر", "probability": 0.9749348958333334}, {"start": 1265.06, "end": 1265.44, "word": " بصير", "probability": 0.8699544270833334}], "temperature": 1.0}, {"id": 54, "seek": 129364, "start": 1266.26, "end": 1293.64, "text": "term التاني بيصبح أكبر فهنا الحقيقة المعادلة هذه اقدرنا نقول انه اعملنا limitation لمعدل الزيادة اعملنا limitation وهذه من الأشياء المهمة جدا ضروري جدا زي ما في ال memory فيه برضه ال forgetting زي ما في الذاكرة او الاستذكار او التذكر فيه برضه النسيان والاتنين الحقيقة مهمين الذاكرة ان اظلني متذكر كل شيء ده مش حقيقة صحيه كتير", "tokens": [7039, 16712, 7649, 1829, 4724, 1829, 9381, 49628, 5551, 4117, 26890, 6156, 3224, 8315, 21542, 38436, 28671, 9673, 3615, 18513, 37977, 29538, 1975, 28543, 2288, 8315, 8717, 39648, 16472, 3224, 1975, 25957, 1211, 8315, 27432, 32767, 22488, 1211, 6024, 110, 1829, 18513, 3660, 1975, 25957, 1211, 8315, 27432, 37037, 24192, 9154, 16247, 8592, 1829, 16606, 9673, 16095, 3660, 10874, 28259, 48812, 2288, 13063, 1829, 10874, 28259, 30767, 1829, 19446, 8978, 2423, 4675, 8978, 3224, 4724, 43042, 3224, 2423, 25428, 30767, 1829, 19446, 8978, 32545, 995, 4117, 25720, 1975, 2407, 42963, 14851, 8848, 4117, 9640, 1975, 2407, 16712, 8848, 37983, 8978, 3224, 4724, 43042, 3224, 28239, 3794, 1829, 7649, 16070, 9307, 1863, 9957, 21542, 38436, 28671, 3714, 16095, 9957, 32545, 995, 4117, 25720, 16472, 1975, 19913, 1211, 22653, 44650, 8848, 37983, 28242, 44049, 38207, 11778, 3224, 37893, 11331, 38436, 28671, 20328, 5016, 1829, 3224, 9122, 2655, 13546], "avg_logprob": -0.1522108809072144, "compression_ratio": 2.0109090909090908, "no_speech_prob": 1.1026859283447266e-05, "words": [{"start": 1266.26, "end": 1266.54, "word": "term", "probability": 0.26904296875}, {"start": 1266.54, "end": 1267.0, "word": " التاني", "probability": 0.9334309895833334}, {"start": 1267.0, "end": 1267.66, "word": " بيصبح", "probability": 0.908203125}, {"start": 1267.66, "end": 1267.96, "word": " أكبر", "probability": 0.9000651041666666}, {"start": 1267.96, "end": 1268.54, "word": " فهنا", "probability": 0.8388671875}, {"start": 1268.54, "end": 1269.4, "word": " الحقيقة", "probability": 0.9892578125}, {"start": 1269.4, "end": 1269.88, "word": " المعادلة", "probability": 0.9715576171875}, {"start": 1269.88, "end": 1270.26, "word": " هذه", "probability": 0.76611328125}, {"start": 1270.26, "end": 1270.9, "word": " اقدرنا", "probability": 0.7864990234375}, {"start": 1270.9, "end": 1271.14, "word": " نقول", "probability": 0.970458984375}, {"start": 1271.14, "end": 1271.46, "word": " انه", "probability": 0.7900390625}, {"start": 1271.46, "end": 1271.82, "word": " اعملنا", "probability": 0.890380859375}, {"start": 1271.82, "end": 1272.48, "word": " limitation", "probability": 0.74755859375}, {"start": 1272.48, "end": 1274.2, "word": " لمعدل", "probability": 0.7503255208333334}, {"start": 1274.2, "end": 1275.1, "word": " الزيادة", "probability": 0.953515625}, {"start": 1275.1, "end": 1275.52, "word": " اعملنا", "probability": 0.9129638671875}, {"start": 1275.52, "end": 1275.98, "word": " limitation", "probability": 0.84765625}, {"start": 1275.98, "end": 1276.68, "word": " وهذه", "probability": 0.72314453125}, {"start": 1276.68, "end": 1277.1, "word": " من", "probability": 0.98095703125}, {"start": 1277.1, "end": 1277.46, "word": " الأشياء", "probability": 0.9852294921875}, {"start": 1277.46, "end": 1277.94, "word": " المهمة", "probability": 0.9684244791666666}, {"start": 1277.94, "end": 1278.14, "word": " جدا", "probability": 0.856689453125}, {"start": 1278.14, "end": 1278.48, "word": " ضروري", "probability": 0.878173828125}, {"start": 1278.48, "end": 1278.68, "word": " جدا", "probability": 0.99462890625}, {"start": 1278.68, "end": 1278.86, "word": " زي", "probability": 0.961181640625}, {"start": 1278.86, "end": 1278.96, "word": " ما", "probability": 0.95849609375}, {"start": 1278.96, "end": 1279.16, "word": " في", "probability": 0.94775390625}, {"start": 1279.16, "end": 1279.82, "word": " ال", "probability": 0.7373046875}, {"start": 1279.82, "end": 1280.36, "word": " memory", "probability": 0.89697265625}, {"start": 1280.36, "end": 1281.38, "word": " فيه", "probability": 0.7841796875}, {"start": 1281.38, "end": 1281.6, "word": " برضه", "probability": 0.9677734375}, {"start": 1281.6, "end": 1281.74, "word": " ال", "probability": 0.82177734375}, {"start": 1281.74, "end": 1282.12, "word": " forgetting", "probability": 0.95556640625}, {"start": 1282.12, "end": 1282.76, "word": " زي", "probability": 0.96337890625}, {"start": 1282.76, "end": 1282.86, "word": " ما", "probability": 0.986328125}, {"start": 1282.86, "end": 1283.06, "word": " في", "probability": 0.9677734375}, {"start": 1283.06, "end": 1283.82, "word": " الذاكرة", "probability": 0.9444580078125}, {"start": 1283.82, "end": 1284.04, "word": " او", "probability": 0.806396484375}, {"start": 1284.04, "end": 1284.82, "word": " الاستذكار", "probability": 0.93642578125}, {"start": 1284.82, "end": 1285.36, "word": " او", "probability": 0.912109375}, {"start": 1285.36, "end": 1285.96, "word": " التذكر", "probability": 0.9768880208333334}, {"start": 1285.96, "end": 1286.3, "word": " فيه", "probability": 0.932861328125}, {"start": 1286.3, "end": 1286.52, "word": " برضه", "probability": 0.9869791666666666}, {"start": 1286.52, "end": 1287.08, "word": " النسيان", "probability": 0.8931884765625}, {"start": 1287.08, "end": 1287.86, "word": " والاتنين", "probability": 0.80047607421875}, {"start": 1287.86, "end": 1288.3, "word": " الحقيقة", "probability": 0.9817708333333334}, {"start": 1288.3, "end": 1288.88, "word": " مهمين", "probability": 0.9934895833333334}, {"start": 1288.88, "end": 1290.18, "word": " الذاكرة", "probability": 0.9158935546875}, {"start": 1290.18, "end": 1290.28, "word": " ان", "probability": 0.68115234375}, {"start": 1290.28, "end": 1290.54, "word": " اظلني", "probability": 0.53814697265625}, {"start": 1290.54, "end": 1290.9, "word": " متذكر", "probability": 0.8063151041666666}, {"start": 1290.9, "end": 1291.08, "word": " كل", "probability": 0.978515625}, {"start": 1291.08, "end": 1291.26, "word": " شيء", "probability": 0.805908203125}, {"start": 1291.26, "end": 1291.4, "word": " ده", "probability": 0.63671875}, {"start": 1291.4, "end": 1291.62, "word": " مش", "probability": 0.97119140625}, {"start": 1291.62, "end": 1292.54, "word": " حقيقة", "probability": 0.793212890625}, {"start": 1292.54, "end": 1293.1, "word": " صحيه", "probability": 0.762451171875}, {"start": 1293.1, "end": 1293.64, "word": " كتير", "probability": 0.94970703125}], "temperature": 1.0}, {"id": 55, "seek": 131559, "start": 1294.41, "end": 1315.59, "text": "حتى بين البشر، كتير كويس إن يكون فيه معامل نسيان بالحقيقة طيب بالنسبة لـ Phi الحقيقة ال forgetting factor هذه بنقدر نقول إن هي قيمة بين الصفر والواحد زيها زي ال alpha ال alpha برضه ال learning rate أخدناها من المحادرات السابقة برضه كنا دايما بنقول إن هي typically 0.1", "tokens": [33753, 7578, 49374, 29739, 46309, 12399, 9122, 2655, 13546, 9122, 45865, 3794, 36145, 7251, 30544, 8978, 3224, 20449, 10943, 1211, 8717, 3794, 1829, 7649, 20666, 5016, 38436, 28671, 23032, 1829, 3555, 20666, 1863, 35457, 3660, 5296, 39184, 41435, 21542, 38436, 28671, 2423, 25428, 5952, 29538, 44945, 28543, 2288, 8717, 39648, 36145, 39896, 12174, 32640, 3660, 49374, 31767, 5172, 2288, 16070, 14407, 24401, 30767, 1829, 11296, 30767, 1829, 2423, 8961, 2423, 8961, 4724, 43042, 3224, 2423, 2539, 3314, 5551, 9778, 3215, 8315, 11296, 9154, 9673, 5016, 18513, 2288, 9307, 21136, 16758, 28671, 4724, 43042, 3224, 9122, 8315, 11778, 47302, 15042, 44945, 39648, 36145, 39896, 5850, 1958, 13, 16], "avg_logprob": -0.19126156703741462, "compression_ratio": 1.6809338521400778, "no_speech_prob": 1.055002212524414e-05, "words": [{"start": 1294.41, "end": 1294.97, "word": "حتى", "probability": 0.932373046875}, {"start": 1294.97, "end": 1295.41, "word": " بين", "probability": 0.59375}, {"start": 1295.41, "end": 1296.15, "word": " البشر،", "probability": 0.7650553385416666}, {"start": 1296.15, "end": 1296.43, "word": " كتير", "probability": 0.8445638020833334}, {"start": 1296.43, "end": 1296.71, "word": " كويس", "probability": 0.9534505208333334}, {"start": 1296.71, "end": 1296.81, "word": " إن", "probability": 0.3544921875}, {"start": 1296.81, "end": 1297.05, "word": " يكون", "probability": 0.9072265625}, {"start": 1297.05, "end": 1297.47, "word": " فيه", "probability": 0.863525390625}, {"start": 1297.47, "end": 1298.09, "word": " معامل", "probability": 0.9694010416666666}, {"start": 1298.09, "end": 1298.51, "word": " نسيان", "probability": 0.98193359375}, {"start": 1298.51, "end": 1299.19, "word": " بالحقيقة", "probability": 0.85308837890625}, {"start": 1299.19, "end": 1299.95, "word": " طيب", "probability": 0.8038736979166666}, {"start": 1299.95, "end": 1301.05, "word": " بالنسبة", "probability": 0.8759765625}, {"start": 1301.05, "end": 1301.51, "word": " لـ", "probability": 0.6591796875}, {"start": 1301.51, "end": 1302.07, "word": " Phi", "probability": 0.2421875}, {"start": 1302.07, "end": 1302.93, "word": " الحقيقة", "probability": 0.8566080729166666}, {"start": 1302.93, "end": 1303.05, "word": " ال", "probability": 0.8251953125}, {"start": 1303.05, "end": 1303.33, "word": " forgetting", "probability": 0.62353515625}, {"start": 1303.33, "end": 1303.97, "word": " factor", "probability": 0.90283203125}, {"start": 1303.97, "end": 1304.41, "word": " هذه", "probability": 0.353759765625}, {"start": 1304.41, "end": 1304.75, "word": " بنقدر", "probability": 0.7860514322916666}, {"start": 1304.75, "end": 1304.97, "word": " نقول", "probability": 0.986572265625}, {"start": 1304.97, "end": 1305.07, "word": " إن", "probability": 0.79345703125}, {"start": 1305.07, "end": 1305.23, "word": " هي", "probability": 0.7626953125}, {"start": 1305.23, "end": 1305.81, "word": " قيمة", "probability": 0.9910481770833334}, {"start": 1305.81, "end": 1306.21, "word": " بين", "probability": 0.98828125}, {"start": 1306.21, "end": 1306.69, "word": " الصفر", "probability": 0.8699544270833334}, {"start": 1306.69, "end": 1307.27, "word": " والواحد", "probability": 0.8522135416666666}, {"start": 1307.27, "end": 1307.99, "word": " زيها", "probability": 0.935546875}, {"start": 1307.99, "end": 1308.23, "word": " زي", "probability": 0.9892578125}, {"start": 1308.23, "end": 1308.45, "word": " ال", "probability": 0.8759765625}, {"start": 1308.45, "end": 1308.75, "word": " alpha", "probability": 0.37451171875}, {"start": 1308.75, "end": 1309.13, "word": " ال", "probability": 0.8193359375}, {"start": 1309.13, "end": 1309.35, "word": " alpha", "probability": 0.90185546875}, {"start": 1309.35, "end": 1309.59, "word": " برضه", "probability": 0.884765625}, {"start": 1309.59, "end": 1309.69, "word": " ال", "probability": 0.5458984375}, {"start": 1309.69, "end": 1309.93, "word": " learning", "probability": 0.9443359375}, {"start": 1309.93, "end": 1310.15, "word": " rate", "probability": 0.98291015625}, {"start": 1310.15, "end": 1310.63, "word": " أخدناها", "probability": 0.8888671875}, {"start": 1310.63, "end": 1310.79, "word": " من", "probability": 0.9931640625}, {"start": 1310.79, "end": 1311.31, "word": " المحادرات", "probability": 0.8802734375}, {"start": 1311.31, "end": 1311.83, "word": " السابقة", "probability": 0.9949544270833334}, {"start": 1311.83, "end": 1312.81, "word": " برضه", "probability": 0.8819986979166666}, {"start": 1312.81, "end": 1313.23, "word": " كنا", "probability": 0.986572265625}, {"start": 1313.23, "end": 1313.47, "word": " دايما", "probability": 0.86865234375}, {"start": 1313.47, "end": 1313.81, "word": " بنقول", "probability": 0.7071533203125}, {"start": 1313.81, "end": 1313.93, "word": " إن", "probability": 0.9208984375}, {"start": 1313.93, "end": 1314.07, "word": " هي", "probability": 0.892578125}, {"start": 1314.07, "end": 1314.49, "word": " typically", "probability": 0.658203125}, {"start": 1314.49, "end": 1315.01, "word": " 0", "probability": 0.62841796875}, {"start": 1315.01, "end": 1315.59, "word": ".1", "probability": 0.99072265625}], "temperature": 1.0}, {"id": 56, "seek": 134046, "start": 1316.4, "end": 1340.46, "text": "كانت 0.1 فهنا برضه typical بهذا الشكل لكن بدنا نقول إنه في ممكن يكون في نسبة بينهم نقول إنه في بينهم نسبة واحد أكبر من التاني خمس أضعاف عادة يعني التجربة هيك بتقول أن يكون واحد منهم أكبر من التاني حوالي خمس أضعاف زي ما هنشوف المعادلات اللي في ال algorithm الخاص فيها فنبدأ نشوف ال algorithm الآن نراجع", "tokens": [41361, 2655, 1958, 13, 16, 6156, 3224, 8315, 4724, 43042, 3224, 7476, 39627, 15730, 25124, 28820, 44381, 47525, 8315, 8717, 39648, 36145, 3224, 8978, 3714, 43020, 7251, 30544, 8978, 8717, 35457, 3660, 49374, 16095, 8717, 39648, 36145, 3224, 8978, 49374, 16095, 8717, 35457, 3660, 36764, 24401, 5551, 4117, 26890, 9154, 16712, 7649, 1829, 16490, 2304, 3794, 5551, 11242, 3615, 31845, 6225, 18513, 3660, 37495, 22653, 16712, 7435, 25513, 3660, 39896, 4117, 39894, 39648, 14739, 7251, 30544, 36764, 24401, 9154, 16095, 5551, 4117, 26890, 9154, 16712, 7649, 1829, 11331, 2407, 6027, 1829, 16490, 2304, 3794, 5551, 11242, 3615, 31845, 30767, 1829, 19446, 8032, 1863, 8592, 38688, 9673, 3615, 18513, 1211, 9307, 13672, 1829, 8978, 2423, 9284, 33962, 33546, 8978, 11296, 6156, 1863, 44510, 10721, 8717, 8592, 38688, 2423, 9284, 6024, 48506, 8717, 2288, 26108, 3615], "avg_logprob": -0.1073495375889319, "compression_ratio": 2.007782101167315, "no_speech_prob": 2.86102294921875e-06, "words": [{"start": 1316.4, "end": 1316.74, "word": "كانت", "probability": 0.888916015625}, {"start": 1316.74, "end": 1316.9, "word": " 0", "probability": 0.55712890625}, {"start": 1316.9, "end": 1317.34, "word": ".1", "probability": 0.986083984375}, {"start": 1317.34, "end": 1317.82, "word": " فهنا", "probability": 0.7989908854166666}, {"start": 1317.82, "end": 1318.06, "word": " برضه", "probability": 0.9539388020833334}, {"start": 1318.06, "end": 1318.34, "word": " typical", "probability": 0.49560546875}, {"start": 1318.34, "end": 1318.68, "word": " بهذا", "probability": 0.60894775390625}, {"start": 1318.68, "end": 1319.04, "word": " الشكل", "probability": 0.994384765625}, {"start": 1319.04, "end": 1319.86, "word": " لكن", "probability": 0.88037109375}, {"start": 1319.86, "end": 1320.48, "word": " بدنا", "probability": 0.895263671875}, {"start": 1320.48, "end": 1320.72, "word": " نقول", "probability": 0.986083984375}, {"start": 1320.72, "end": 1320.98, "word": " إنه", "probability": 0.603759765625}, {"start": 1320.98, "end": 1321.14, "word": " في", "probability": 0.892578125}, {"start": 1321.14, "end": 1322.14, "word": " ممكن", "probability": 0.786376953125}, {"start": 1322.14, "end": 1322.42, "word": " يكون", "probability": 0.9931640625}, {"start": 1322.42, "end": 1322.6, "word": " في", "probability": 0.81005859375}, {"start": 1322.6, "end": 1323.28, "word": " نسبة", "probability": 0.97509765625}, {"start": 1323.28, "end": 1324.02, "word": " بينهم", "probability": 0.985107421875}, {"start": 1324.02, "end": 1324.94, "word": " نقول", "probability": 0.77880859375}, {"start": 1324.94, "end": 1325.18, "word": " إنه", "probability": 0.9375}, {"start": 1325.18, "end": 1325.26, "word": " في", "probability": 0.96435546875}, {"start": 1325.26, "end": 1325.7, "word": " بينهم", "probability": 0.988037109375}, {"start": 1325.7, "end": 1326.48, "word": " نسبة", "probability": 0.99267578125}, {"start": 1326.48, "end": 1326.92, "word": " واحد", "probability": 0.96337890625}, {"start": 1326.92, "end": 1327.26, "word": " أكبر", "probability": 0.9288736979166666}, {"start": 1327.26, "end": 1327.4, "word": " من", "probability": 0.99365234375}, {"start": 1327.4, "end": 1327.74, "word": " التاني", "probability": 0.890625}, {"start": 1327.74, "end": 1328.12, "word": " خمس", "probability": 0.9835611979166666}, {"start": 1328.12, "end": 1328.66, "word": " أضعاف", "probability": 0.9818115234375}, {"start": 1328.66, "end": 1329.14, "word": " عادة", "probability": 0.97900390625}, {"start": 1329.14, "end": 1329.44, "word": " يعني", "probability": 0.934326171875}, {"start": 1329.44, "end": 1330.7, "word": " التجربة", "probability": 0.9617919921875}, {"start": 1330.7, "end": 1330.86, "word": " هيك", "probability": 0.888427734375}, {"start": 1330.86, "end": 1331.28, "word": " بتقول", "probability": 0.975830078125}, {"start": 1331.28, "end": 1332.28, "word": " أن", "probability": 0.48388671875}, {"start": 1332.28, "end": 1332.48, "word": " يكون", "probability": 0.98828125}, {"start": 1332.48, "end": 1332.7, "word": " واحد", "probability": 0.987060546875}, {"start": 1332.7, "end": 1333.06, "word": " منهم", "probability": 0.993408203125}, {"start": 1333.06, "end": 1333.9, "word": " أكبر", "probability": 0.9708658854166666}, {"start": 1333.9, "end": 1334.02, "word": " من", "probability": 0.994140625}, {"start": 1334.02, "end": 1334.3, "word": " التاني", "probability": 0.9513346354166666}, {"start": 1334.3, "end": 1334.6, "word": " حوالي", "probability": 0.9647216796875}, {"start": 1334.6, "end": 1334.84, "word": " خمس", "probability": 0.9908854166666666}, {"start": 1334.84, "end": 1335.18, "word": " أضعاف", "probability": 0.9906005859375}, {"start": 1335.18, "end": 1335.34, "word": " زي", "probability": 0.979248046875}, {"start": 1335.34, "end": 1335.4, "word": " ما", "probability": 0.97900390625}, {"start": 1335.4, "end": 1335.7, "word": " هنشوف", "probability": 0.9368896484375}, {"start": 1335.7, "end": 1336.26, "word": " المعادلات", "probability": 0.87763671875}, {"start": 1336.26, "end": 1336.4, "word": " اللي", "probability": 0.9228515625}, {"start": 1336.4, "end": 1336.46, "word": " في", "probability": 0.958984375}, {"start": 1336.46, "end": 1336.56, "word": " ال", "probability": 0.9443359375}, {"start": 1336.56, "end": 1336.92, "word": " algorithm", "probability": 0.90380859375}, {"start": 1336.92, "end": 1338.18, "word": " الخاص", "probability": 0.848388671875}, {"start": 1338.18, "end": 1338.42, "word": " فيها", "probability": 0.902587890625}, {"start": 1338.42, "end": 1338.84, "word": " فنبدأ", "probability": 0.9654541015625}, {"start": 1338.84, "end": 1339.1, "word": " نشوف", "probability": 0.97314453125}, {"start": 1339.1, "end": 1339.22, "word": " ال", "probability": 0.92626953125}, {"start": 1339.22, "end": 1339.54, "word": " algorithm", "probability": 0.95166015625}, {"start": 1339.54, "end": 1339.84, "word": " الآن", "probability": 0.6953125}, {"start": 1339.84, "end": 1340.46, "word": " نراجع", "probability": 0.82720947265625}], "temperature": 1.0}, {"id": 57, "seek": 135953, "start": 1341.17, "end": 1359.53, "text": "القلية افهمنا المفهوم يعني افهمنا افكار انه هب كيف فكر ال neurons و كل ما بيصير excitation للاتنين مع بعض او واحدة بتعمل excitation للتانية بمعنى ان هذه I كل ما كانت عالية هذه بتصير عالية فإذا ال connection between them عالي", "tokens": [6027, 4587, 1211, 10632, 1975, 5172, 16095, 8315, 9673, 5172, 3224, 20498, 37495, 22653, 1975, 5172, 16095, 8315, 1975, 5172, 4117, 9640, 16472, 3224, 8032, 3555, 9122, 33911, 6156, 37983, 2423, 22027, 4032, 28242, 19446, 4724, 1829, 9381, 13546, 1624, 4614, 24976, 9307, 1863, 9957, 20449, 45030, 11242, 1975, 2407, 36764, 24401, 3660, 39894, 25957, 1211, 1624, 4614, 24976, 2655, 7649, 10632, 4724, 2304, 3615, 1863, 7578, 16472, 29538, 286, 28242, 19446, 25961, 2655, 6225, 6027, 10632, 29538, 39894, 9381, 13546, 6225, 6027, 10632, 6156, 28814, 15730, 2423, 4984, 1296, 552, 6225, 6027, 1829], "avg_logprob": -0.24967103945581537, "compression_ratio": 1.7129186602870814, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 1341.17, "end": 1341.73, "word": "القلية", "probability": 0.596435546875}, {"start": 1341.73, "end": 1342.33, "word": " افهمنا", "probability": 0.75848388671875}, {"start": 1342.33, "end": 1342.89, "word": " المفهوم", "probability": 0.97607421875}, {"start": 1342.89, "end": 1343.29, "word": " يعني", "probability": 0.6815185546875}, {"start": 1343.29, "end": 1343.77, "word": " افهمنا", "probability": 0.9066162109375}, {"start": 1343.77, "end": 1344.47, "word": " افكار", "probability": 0.887939453125}, {"start": 1344.47, "end": 1345.63, "word": " انه", "probability": 0.80810546875}, {"start": 1345.63, "end": 1346.31, "word": " هب", "probability": 0.49700927734375}, {"start": 1346.31, "end": 1346.71, "word": " كيف", "probability": 0.6322021484375}, {"start": 1346.71, "end": 1347.09, "word": " فكر", "probability": 0.964111328125}, {"start": 1347.09, "end": 1348.59, "word": " ال", "probability": 0.458251953125}, {"start": 1348.59, "end": 1349.05, "word": " neurons", "probability": 0.9267578125}, {"start": 1349.05, "end": 1349.87, "word": " و", "probability": 0.9375}, {"start": 1349.87, "end": 1350.07, "word": " كل", "probability": 0.64697265625}, {"start": 1350.07, "end": 1350.27, "word": " ما", "probability": 0.921875}, {"start": 1350.27, "end": 1350.79, "word": " بيصير", "probability": 0.895751953125}, {"start": 1350.79, "end": 1351.39, "word": " excitation", "probability": 0.6708984375}, {"start": 1351.39, "end": 1351.75, "word": " للاتنين", "probability": 0.74163818359375}, {"start": 1351.75, "end": 1351.91, "word": " مع", "probability": 0.99365234375}, {"start": 1351.91, "end": 1352.27, "word": " بعض", "probability": 0.99365234375}, {"start": 1352.27, "end": 1352.71, "word": " او", "probability": 0.7607421875}, {"start": 1352.71, "end": 1352.93, "word": " واحدة", "probability": 0.95849609375}, {"start": 1352.93, "end": 1353.15, "word": " بتعمل", "probability": 0.9612630208333334}, {"start": 1353.15, "end": 1353.55, "word": " excitation", "probability": 0.85107421875}, {"start": 1353.55, "end": 1354.13, "word": " للتانية", "probability": 0.9609375}, {"start": 1354.13, "end": 1354.67, "word": " بمعنى", "probability": 0.95068359375}, {"start": 1354.67, "end": 1354.77, "word": " ان", "probability": 0.86083984375}, {"start": 1354.77, "end": 1354.95, "word": " هذه", "probability": 0.1884765625}, {"start": 1354.95, "end": 1355.37, "word": " I", "probability": 0.469970703125}, {"start": 1355.37, "end": 1355.61, "word": " كل", "probability": 0.9658203125}, {"start": 1355.61, "end": 1355.77, "word": " ما", "probability": 0.9248046875}, {"start": 1355.77, "end": 1356.03, "word": " كانت", "probability": 0.9697265625}, {"start": 1356.03, "end": 1356.23, "word": " عالية", "probability": 0.9752604166666666}, {"start": 1356.23, "end": 1356.37, "word": " هذه", "probability": 0.297607421875}, {"start": 1356.37, "end": 1356.77, "word": " بتصير", "probability": 0.80419921875}, {"start": 1356.77, "end": 1357.19, "word": " عالية", "probability": 0.9861653645833334}, {"start": 1357.19, "end": 1357.61, "word": " فإذا", "probability": 0.59033203125}, {"start": 1357.61, "end": 1357.71, "word": " ال", "probability": 0.9560546875}, {"start": 1357.71, "end": 1357.99, "word": " connection", "probability": 0.896484375}, {"start": 1357.99, "end": 1358.23, "word": " between", "probability": 0.9521484375}, {"start": 1358.23, "end": 1358.59, "word": " them", "probability": 0.93408203125}, {"start": 1358.59, "end": 1359.53, "word": " عالي", "probability": 0.9129231770833334}], "temperature": 1.0}, {"id": 58, "seek": 138763, "start": 1360.11, "end": 1387.63, "text": "منطقي روحنا أخذنا هذا الكلام هندسيا أو رياضيا و ترجمناه رياضيا و بعدين حددنا كيف أنا بدي أحسب ال function اللي بتربط ليهم مع بعض عشان أقدر من خلالها أحسب delta w ونجحنا كأفكار الآن بدنا نحط ال algorithm ال algorithm هنبدأ بشكل أساسي في الhibian learning algorithm بال step number one اللي هي ال initialization و ال initialization بحط كل ال synaptic weights من صفر", "tokens": [27842, 9566, 38436, 12602, 2407, 5016, 8315, 5551, 9778, 8848, 8315, 23758, 2423, 28820, 10943, 8032, 41260, 3794, 25528, 34051, 12602, 1829, 46958, 25528, 4032, 6055, 47341, 2304, 8315, 3224, 12602, 1829, 46958, 25528, 4032, 39182, 9957, 11331, 3215, 3215, 8315, 9122, 33911, 41850, 4724, 16254, 5551, 5016, 35457, 2423, 2445, 13672, 1829, 39894, 25513, 9566, 32239, 16095, 20449, 45030, 11242, 6225, 8592, 7649, 5551, 28543, 2288, 9154, 16490, 1211, 6027, 11296, 5551, 5016, 35457, 8289, 261, 4032, 1863, 7435, 5016, 8315, 9122, 10721, 5172, 4117, 9640, 6024, 48506, 47525, 8315, 8717, 5016, 9566, 2423, 9284, 2423, 9284, 8032, 1863, 44510, 10721, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 8978, 2423, 5455, 952, 2539, 9284, 20666, 1823, 1230, 472, 13672, 1829, 39896, 2423, 5883, 2144, 4032, 2423, 5883, 2144, 4724, 5016, 9566, 28242, 2423, 5451, 2796, 299, 17443, 9154, 20328, 5172, 2288], "avg_logprob": -0.17613636509521857, "compression_ratio": 1.8092105263157894, "no_speech_prob": 2.944469451904297e-05, "words": [{"start": 1360.11, "end": 1360.67, "word": "منطقي", "probability": 0.76025390625}, {"start": 1360.67, "end": 1361.21, "word": " روحنا", "probability": 0.71649169921875}, {"start": 1361.21, "end": 1361.47, "word": " أخذنا", "probability": 0.7945556640625}, {"start": 1361.47, "end": 1361.61, "word": " هذا", "probability": 0.857421875}, {"start": 1361.61, "end": 1361.89, "word": " الكلام", "probability": 0.9768880208333334}, {"start": 1361.89, "end": 1362.39, "word": " هندسيا", "probability": 0.9752197265625}, {"start": 1362.39, "end": 1362.59, "word": " أو", "probability": 0.70556640625}, {"start": 1362.59, "end": 1363.15, "word": " رياضيا", "probability": 0.9820556640625}, {"start": 1363.15, "end": 1363.69, "word": " و", "probability": 0.4130859375}, {"start": 1363.69, "end": 1364.91, "word": " ترجمناه", "probability": 0.9232421875}, {"start": 1364.91, "end": 1365.45, "word": " رياضيا", "probability": 0.9791259765625}, {"start": 1365.45, "end": 1365.77, "word": " و", "probability": 0.72216796875}, {"start": 1365.77, "end": 1366.15, "word": " بعدين", "probability": 0.974609375}, {"start": 1366.15, "end": 1366.97, "word": " حددنا", "probability": 0.980712890625}, {"start": 1366.97, "end": 1367.19, "word": " كيف", "probability": 0.979248046875}, {"start": 1367.19, "end": 1367.29, "word": " أنا", "probability": 0.5390625}, {"start": 1367.29, "end": 1367.51, "word": " بدي", "probability": 0.774658203125}, {"start": 1367.51, "end": 1367.99, "word": " أحسب", "probability": 0.9410807291666666}, {"start": 1367.99, "end": 1368.53, "word": " ال", "probability": 0.97802734375}, {"start": 1368.53, "end": 1368.93, "word": " function", "probability": 0.77490234375}, {"start": 1368.93, "end": 1369.11, "word": " اللي", "probability": 0.888427734375}, {"start": 1369.11, "end": 1369.41, "word": " بتربط", "probability": 0.7701009114583334}, {"start": 1369.41, "end": 1369.69, "word": " ليهم", "probability": 0.586181640625}, {"start": 1369.69, "end": 1369.85, "word": " مع", "probability": 0.99267578125}, {"start": 1369.85, "end": 1370.07, "word": " بعض", "probability": 0.99267578125}, {"start": 1370.07, "end": 1370.31, "word": " عشان", "probability": 0.98193359375}, {"start": 1370.31, "end": 1370.61, "word": " أقدر", "probability": 0.923828125}, {"start": 1370.61, "end": 1370.75, "word": " من", "probability": 0.99462890625}, {"start": 1370.75, "end": 1371.09, "word": " خلالها", "probability": 0.9874267578125}, {"start": 1371.09, "end": 1371.45, "word": " أحسب", "probability": 0.9640299479166666}, {"start": 1371.45, "end": 1372.29, "word": " delta", "probability": 0.474365234375}, {"start": 1372.29, "end": 1373.11, "word": " w", "probability": 0.465087890625}, {"start": 1373.11, "end": 1374.15, "word": " ونجحنا", "probability": 0.90576171875}, {"start": 1374.15, "end": 1374.93, "word": " كأفكار", "probability": 0.901171875}, {"start": 1374.93, "end": 1375.17, "word": " الآن", "probability": 0.5557861328125}, {"start": 1375.17, "end": 1375.37, "word": " بدنا", "probability": 0.781982421875}, {"start": 1375.37, "end": 1375.61, "word": " نحط", "probability": 0.9796549479166666}, {"start": 1375.61, "end": 1375.73, "word": " ال", "probability": 0.94873046875}, {"start": 1375.73, "end": 1376.11, "word": " algorithm", "probability": 0.9501953125}, {"start": 1376.11, "end": 1376.49, "word": " ال", "probability": 0.7333984375}, {"start": 1376.49, "end": 1376.79, "word": " algorithm", "probability": 0.95947265625}, {"start": 1376.79, "end": 1377.35, "word": " هنبدأ", "probability": 0.9376220703125}, {"start": 1377.35, "end": 1377.73, "word": " بشكل", "probability": 0.8562825520833334}, {"start": 1377.73, "end": 1378.25, "word": " أساسي", "probability": 0.96533203125}, {"start": 1378.25, "end": 1378.67, "word": " في", "probability": 0.94677734375}, {"start": 1378.67, "end": 1379.09, "word": " الhibian", "probability": 0.5705159505208334}, {"start": 1379.09, "end": 1379.53, "word": " learning", "probability": 0.93212890625}, {"start": 1379.53, "end": 1380.25, "word": " algorithm", "probability": 0.92529296875}, {"start": 1380.25, "end": 1380.81, "word": " بال", "probability": 0.88037109375}, {"start": 1380.81, "end": 1381.03, "word": " step", "probability": 0.9052734375}, {"start": 1381.03, "end": 1381.27, "word": " number", "probability": 0.94775390625}, {"start": 1381.27, "end": 1381.47, "word": " one", "probability": 0.8173828125}, {"start": 1381.47, "end": 1381.55, "word": " اللي", "probability": 0.896240234375}, {"start": 1381.55, "end": 1381.67, "word": " هي", "probability": 0.84619140625}, {"start": 1381.67, "end": 1381.77, "word": " ال", "probability": 0.83544921875}, {"start": 1381.77, "end": 1382.67, "word": " initialization", "probability": 0.86376953125}, {"start": 1382.67, "end": 1383.03, "word": " و", "probability": 0.407470703125}, {"start": 1383.03, "end": 1383.09, "word": " ال", "probability": 0.85595703125}, {"start": 1383.09, "end": 1384.25, "word": " initialization", "probability": 0.931396484375}, {"start": 1384.25, "end": 1384.59, "word": " بحط", "probability": 0.97705078125}, {"start": 1384.59, "end": 1384.95, "word": " كل", "probability": 0.9873046875}, {"start": 1384.95, "end": 1385.09, "word": " ال", "probability": 0.8984375}, {"start": 1385.09, "end": 1385.63, "word": " synaptic", "probability": 0.8131510416666666}, {"start": 1385.63, "end": 1386.27, "word": " weights", "probability": 0.67578125}, {"start": 1386.27, "end": 1387.05, "word": " من", "probability": 0.990234375}, {"start": 1387.05, "end": 1387.63, "word": " صفر", "probability": 0.9231770833333334}], "temperature": 1.0}, {"id": 59, "seek": 140266, "start": 1388.34, "end": 1402.66, "text": "لواحد قيم من zero to one و بنبدأ نشتغل عليها عشان ان هي initial values بعدين بنعمل عملية activation ايش هي ال activation activation بكل بساطة بدنا نجيب قيمة ال Y بس مش اكتر انا عندى شبكة neural network", "tokens": [1211, 14407, 24401, 12174, 32640, 9154, 4018, 281, 472, 4032, 44945, 44510, 10721, 8717, 8592, 2655, 17082, 1211, 25894, 11296, 6225, 8592, 7649, 16472, 39896, 5883, 4190, 39182, 9957, 44945, 25957, 1211, 6225, 42213, 10632, 24433, 1975, 1829, 8592, 39896, 2423, 24433, 24433, 4724, 28820, 4724, 3794, 41193, 3660, 47525, 8315, 8717, 7435, 1829, 3555, 12174, 32640, 3660, 2423, 398, 4724, 3794, 37893, 1975, 4117, 2655, 2288, 1975, 8315, 43242, 7578, 13412, 3555, 4117, 3660, 18161, 3209], "avg_logprob": -0.19711538155873617, "compression_ratio": 1.4974874371859297, "no_speech_prob": 2.5033950805664062e-06, "words": [{"start": 1388.34, "end": 1389.04, "word": "لواحد", "probability": 0.8214518229166666}, {"start": 1389.04, "end": 1389.52, "word": " قيم", "probability": 0.846435546875}, {"start": 1389.52, "end": 1389.68, "word": " من", "probability": 0.93212890625}, {"start": 1389.68, "end": 1389.96, "word": " zero", "probability": 0.2413330078125}, {"start": 1389.96, "end": 1390.44, "word": " to", "probability": 0.9248046875}, {"start": 1390.44, "end": 1390.7, "word": " one", "probability": 0.93896484375}, {"start": 1390.7, "end": 1391.16, "word": " و", "probability": 0.728515625}, {"start": 1391.16, "end": 1391.62, "word": " بنبدأ", "probability": 0.6978759765625}, {"start": 1391.62, "end": 1392.0, "word": " نشتغل", "probability": 0.971484375}, {"start": 1392.0, "end": 1392.36, "word": " عليها", "probability": 0.992919921875}, {"start": 1392.36, "end": 1392.68, "word": " عشان", "probability": 0.8740234375}, {"start": 1392.68, "end": 1392.78, "word": " ان", "probability": 0.61328125}, {"start": 1392.78, "end": 1392.98, "word": " هي", "probability": 0.5966796875}, {"start": 1392.98, "end": 1393.38, "word": " initial", "probability": 0.83740234375}, {"start": 1393.38, "end": 1393.86, "word": " values", "probability": 0.8916015625}, {"start": 1393.86, "end": 1394.42, "word": " بعدين", "probability": 0.75927734375}, {"start": 1394.42, "end": 1394.64, "word": " بنعمل", "probability": 0.943359375}, {"start": 1394.64, "end": 1394.9, "word": " عملية", "probability": 0.9860026041666666}, {"start": 1394.9, "end": 1395.52, "word": " activation", "probability": 0.9833984375}, {"start": 1395.52, "end": 1395.8, "word": " ايش", "probability": 0.65673828125}, {"start": 1395.8, "end": 1395.92, "word": " هي", "probability": 0.9560546875}, {"start": 1395.92, "end": 1395.96, "word": " ال", "probability": 0.876953125}, {"start": 1395.96, "end": 1396.34, "word": " activation", "probability": 0.97509765625}, {"start": 1396.34, "end": 1396.8, "word": " activation", "probability": 0.1973876953125}, {"start": 1396.8, "end": 1397.16, "word": " بكل", "probability": 0.96142578125}, {"start": 1397.16, "end": 1397.64, "word": " بساطة", "probability": 0.986572265625}, {"start": 1397.64, "end": 1398.16, "word": " بدنا", "probability": 0.900634765625}, {"start": 1398.16, "end": 1398.38, "word": " نجيب", "probability": 0.9954833984375}, {"start": 1398.38, "end": 1398.7, "word": " قيمة", "probability": 0.9957682291666666}, {"start": 1398.7, "end": 1398.8, "word": " ال", "probability": 0.9677734375}, {"start": 1398.8, "end": 1399.0, "word": " Y", "probability": 0.5146484375}, {"start": 1399.0, "end": 1399.52, "word": " بس", "probability": 0.95947265625}, {"start": 1399.52, "end": 1399.68, "word": " مش", "probability": 0.9853515625}, {"start": 1399.68, "end": 1400.02, "word": " اكتر", "probability": 0.861572265625}, {"start": 1400.02, "end": 1400.74, "word": " انا", "probability": 0.7646484375}, {"start": 1400.74, "end": 1401.42, "word": " عندى", "probability": 0.547119140625}, {"start": 1401.42, "end": 1401.84, "word": " شبكة", "probability": 0.96484375}, {"start": 1401.84, "end": 1402.06, "word": " neural", "probability": 0.93310546875}, {"start": 1402.06, "end": 1402.66, "word": " network", "probability": 0.9501953125}], "temperature": 1.0}, {"id": 60, "seek": 143553, "start": 1406.43, "end": 1435.53, "text": "هيها كاملة full neural network بدنا نكمل ال neural network دي بالشكل الأساسي هنا عندي Y و هنا عندي ال Xات خلاص بنعطي قيمة ال input عشان ناخد قيمة ال output قيمة ال outputs جبنا ال outputs اللي هي ال Y's اللي هي قيم Y's هاي Y اللي هي زي ما احنا عارفين عبارة عن summation", "tokens": [3224, 1829, 11296, 9122, 10943, 37977, 1577, 18161, 3209, 47525, 8315, 8717, 24793, 1211, 2423, 18161, 3209, 11778, 1829, 20666, 8592, 28820, 16247, 3794, 32277, 1829, 34105, 18871, 16254, 398, 4032, 34105, 18871, 16254, 2423, 1783, 9307, 16490, 1211, 33546, 44945, 3615, 9566, 1829, 12174, 32640, 3660, 2423, 4846, 6225, 8592, 7649, 8717, 47283, 3215, 12174, 32640, 3660, 2423, 5598, 12174, 32640, 3660, 2423, 23930, 10874, 3555, 8315, 2423, 23930, 13672, 1829, 39896, 2423, 398, 311, 13672, 1829, 39896, 12174, 32640, 398, 311, 8032, 47302, 398, 13672, 1829, 39896, 30767, 1829, 19446, 1975, 5016, 8315, 6225, 9640, 5172, 9957, 6225, 3555, 9640, 3660, 18871, 28811], "avg_logprob": -0.16612618318143882, "compression_ratio": 1.9431279620853081, "no_speech_prob": 4.76837158203125e-06, "words": [{"start": 1406.43, "end": 1406.99, "word": "هيها", "probability": 0.5135904947916666}, {"start": 1406.99, "end": 1407.71, "word": " كاملة", "probability": 0.9578450520833334}, {"start": 1407.71, "end": 1408.17, "word": " full", "probability": 0.36572265625}, {"start": 1408.17, "end": 1408.73, "word": " neural", "probability": 0.94873046875}, {"start": 1408.73, "end": 1409.29, "word": " network", "probability": 0.95654296875}, {"start": 1409.29, "end": 1410.13, "word": " بدنا", "probability": 0.8330078125}, {"start": 1410.13, "end": 1410.59, "word": " نكمل", "probability": 0.9873046875}, {"start": 1410.59, "end": 1410.79, "word": " ال", "probability": 0.7705078125}, {"start": 1410.79, "end": 1411.73, "word": " neural", "probability": 0.79052734375}, {"start": 1411.73, "end": 1412.11, "word": " network", "probability": 0.98291015625}, {"start": 1412.11, "end": 1412.33, "word": " دي", "probability": 0.650390625}, {"start": 1412.33, "end": 1412.73, "word": " بالشكل", "probability": 0.9095052083333334}, {"start": 1412.73, "end": 1413.15, "word": " الأساسي", "probability": 0.94775390625}, {"start": 1413.15, "end": 1413.53, "word": " هنا", "probability": 0.904296875}, {"start": 1413.53, "end": 1413.89, "word": " عندي", "probability": 0.781005859375}, {"start": 1413.89, "end": 1414.45, "word": " Y", "probability": 0.358642578125}, {"start": 1414.45, "end": 1414.95, "word": " و", "probability": 0.75390625}, {"start": 1414.95, "end": 1415.09, "word": " هنا", "probability": 0.79443359375}, {"start": 1415.09, "end": 1415.43, "word": " عندي", "probability": 0.92529296875}, {"start": 1415.43, "end": 1416.17, "word": " ال", "probability": 0.6787109375}, {"start": 1416.17, "end": 1416.71, "word": " Xات", "probability": 0.531494140625}, {"start": 1416.71, "end": 1417.33, "word": " خلاص", "probability": 0.8938802083333334}, {"start": 1417.33, "end": 1417.75, "word": " بنعطي", "probability": 0.8663330078125}, {"start": 1417.75, "end": 1418.03, "word": " قيمة", "probability": 0.9845377604166666}, {"start": 1418.03, "end": 1418.15, "word": " ال", "probability": 0.9150390625}, {"start": 1418.15, "end": 1418.49, "word": " input", "probability": 0.97607421875}, {"start": 1418.49, "end": 1420.33, "word": " عشان", "probability": 0.9747721354166666}, {"start": 1420.33, "end": 1420.67, "word": " ناخد", "probability": 0.9939778645833334}, {"start": 1420.67, "end": 1421.13, "word": " قيمة", "probability": 0.99609375}, {"start": 1421.13, "end": 1421.55, "word": " ال", "probability": 0.97021484375}, {"start": 1421.55, "end": 1422.07, "word": " output", "probability": 0.97509765625}, {"start": 1422.07, "end": 1424.69, "word": " قيمة", "probability": 0.9305013020833334}, {"start": 1424.69, "end": 1424.81, "word": " ال", "probability": 0.984375}, {"start": 1424.81, "end": 1425.23, "word": " outputs", "probability": 0.84716796875}, {"start": 1425.23, "end": 1426.13, "word": " جبنا", "probability": 0.9108072916666666}, {"start": 1426.13, "end": 1426.25, "word": " ال", "probability": 0.98779296875}, {"start": 1426.25, "end": 1426.59, "word": " outputs", "probability": 0.75927734375}, {"start": 1426.59, "end": 1427.01, "word": " اللي", "probability": 0.963134765625}, {"start": 1427.01, "end": 1427.23, "word": " هي", "probability": 0.890625}, {"start": 1427.23, "end": 1427.51, "word": " ال", "probability": 0.98681640625}, {"start": 1427.51, "end": 1428.45, "word": " Y's", "probability": 0.544921875}, {"start": 1428.45, "end": 1428.63, "word": " اللي", "probability": 0.6890869140625}, {"start": 1428.63, "end": 1428.71, "word": " هي", "probability": 0.9775390625}, {"start": 1428.71, "end": 1429.01, "word": " قيم", "probability": 0.95654296875}, {"start": 1429.01, "end": 1429.89, "word": " Y's", "probability": 0.742919921875}, {"start": 1429.89, "end": 1430.37, "word": " هاي", "probability": 0.64794921875}, {"start": 1430.37, "end": 1430.67, "word": " Y", "probability": 0.9619140625}, {"start": 1430.67, "end": 1431.23, "word": " اللي", "probability": 0.967041015625}, {"start": 1431.23, "end": 1431.51, "word": " هي", "probability": 0.97021484375}, {"start": 1431.51, "end": 1432.35, "word": " زي", "probability": 0.96533203125}, {"start": 1432.35, "end": 1432.43, "word": " ما", "probability": 0.98876953125}, {"start": 1432.43, "end": 1432.59, "word": " احنا", "probability": 0.8855794270833334}, {"start": 1432.59, "end": 1433.11, "word": " عارفين", "probability": 0.9818115234375}, {"start": 1433.11, "end": 1433.69, "word": " عبارة", "probability": 0.989501953125}, {"start": 1433.69, "end": 1433.97, "word": " عن", "probability": 0.99658203125}, {"start": 1433.97, "end": 1435.53, "word": " summation", "probability": 0.8544921875}], "temperature": 1.0}, {"id": 61, "seek": 145408, "start": 1437.36, "end": 1454.08, "text": "لا طبعا هنا مشتغل على ال perceptron او one layer على one layer مش زي ما احنا عملنا هيك two layer هذا في ال multi اشتغل على one layer مباشرة x to y على طول فبقدر اقول انه x واحد في w", "tokens": [15040, 23032, 3555, 3615, 995, 34105, 37893, 2655, 17082, 1211, 15844, 2423, 43276, 2044, 1975, 2407, 472, 4583, 15844, 472, 4583, 37893, 30767, 1829, 19446, 1975, 5016, 8315, 6225, 42213, 8315, 39896, 4117, 732, 4583, 23758, 8978, 2423, 4825, 1975, 8592, 2655, 17082, 1211, 15844, 472, 4583, 3714, 3555, 33599, 25720, 2031, 281, 288, 15844, 23032, 12610, 6156, 3555, 28543, 2288, 1975, 39648, 16472, 3224, 2031, 36764, 24401, 8978, 261], "avg_logprob": -0.18232834590992458, "compression_ratio": 1.6144578313253013, "no_speech_prob": 4.649162292480469e-06, "words": [{"start": 1437.3600000000001, "end": 1437.96, "word": "لا", "probability": 0.80517578125}, {"start": 1437.96, "end": 1438.56, "word": " طبعا", "probability": 0.8590087890625}, {"start": 1438.56, "end": 1438.72, "word": " هنا", "probability": 0.87939453125}, {"start": 1438.72, "end": 1439.12, "word": " مشتغل", "probability": 0.786376953125}, {"start": 1439.12, "end": 1439.34, "word": " على", "probability": 0.87744140625}, {"start": 1439.34, "end": 1440.0, "word": " ال", "probability": 0.97900390625}, {"start": 1440.0, "end": 1441.1, "word": " perceptron", "probability": 0.62255859375}, {"start": 1441.1, "end": 1441.32, "word": " او", "probability": 0.721923828125}, {"start": 1441.32, "end": 1441.48, "word": " one", "probability": 0.87744140625}, {"start": 1441.48, "end": 1441.82, "word": " layer", "probability": 0.8779296875}, {"start": 1441.82, "end": 1442.5, "word": " على", "probability": 0.63037109375}, {"start": 1442.5, "end": 1442.7, "word": " one", "probability": 0.9443359375}, {"start": 1442.7, "end": 1442.94, "word": " layer", "probability": 0.96484375}, {"start": 1442.94, "end": 1443.14, "word": " مش", "probability": 0.94677734375}, {"start": 1443.14, "end": 1443.24, "word": " زي", "probability": 0.919921875}, {"start": 1443.24, "end": 1443.34, "word": " ما", "probability": 0.8291015625}, {"start": 1443.34, "end": 1443.52, "word": " احنا", "probability": 0.96533203125}, {"start": 1443.52, "end": 1443.82, "word": " عملنا", "probability": 0.9581705729166666}, {"start": 1443.82, "end": 1444.12, "word": " هيك", "probability": 0.946044921875}, {"start": 1444.12, "end": 1444.72, "word": " two", "probability": 0.54296875}, {"start": 1444.72, "end": 1445.04, "word": " layer", "probability": 0.67724609375}, {"start": 1445.04, "end": 1445.2, "word": " هذا", "probability": 0.2056884765625}, {"start": 1445.2, "end": 1445.34, "word": " في", "probability": 0.921875}, {"start": 1445.34, "end": 1445.44, "word": " ال", "probability": 0.86865234375}, {"start": 1445.44, "end": 1445.74, "word": " multi", "probability": 0.59716796875}, {"start": 1445.74, "end": 1447.1, "word": " اشتغل", "probability": 0.9474609375}, {"start": 1447.1, "end": 1447.2, "word": " على", "probability": 0.9091796875}, {"start": 1447.2, "end": 1447.5, "word": " one", "probability": 0.96484375}, {"start": 1447.5, "end": 1448.06, "word": " layer", "probability": 0.9462890625}, {"start": 1448.06, "end": 1449.12, "word": " مباشرة", "probability": 0.9810791015625}, {"start": 1449.12, "end": 1449.5, "word": " x", "probability": 0.8154296875}, {"start": 1449.5, "end": 1449.84, "word": " to", "probability": 0.81494140625}, {"start": 1449.84, "end": 1450.1, "word": " y", "probability": 0.98291015625}, {"start": 1450.1, "end": 1450.42, "word": " على", "probability": 0.94482421875}, {"start": 1450.42, "end": 1450.68, "word": " طول", "probability": 0.989990234375}, {"start": 1450.68, "end": 1451.22, "word": " فبقدر", "probability": 0.9276123046875}, {"start": 1451.22, "end": 1451.38, "word": " اقول", "probability": 0.8447265625}, {"start": 1451.38, "end": 1451.62, "word": " انه", "probability": 0.838134765625}, {"start": 1451.62, "end": 1452.04, "word": " x", "probability": 0.90576171875}, {"start": 1452.04, "end": 1453.02, "word": " واحد", "probability": 0.6937255859375}, {"start": 1453.02, "end": 1453.7, "word": " في", "probability": 0.95703125}, {"start": 1453.7, "end": 1454.08, "word": " w", "probability": 0.77197265625}], "temperature": 1.0}, {"id": 62, "seek": 147593, "start": 1455.11, "end": 1475.93, "text": "1 1 x 2 في w 2 1 x 3 في w 3 1 فهنا عملنا ال summation زائد متذكرين ال theta زائد ال theta ال three-should زائد ال three-should او و قولنا ان ال three-should هذه اللي بدنا نجمعها بتكون قيمة ال input تبعها ايش؟", "tokens": [16, 502, 2031, 568, 8978, 261, 568, 502, 2031, 805, 8978, 261, 805, 502, 6156, 3224, 8315, 6225, 42213, 8315, 2423, 28811, 30767, 16373, 3215, 44650, 8848, 37983, 9957, 2423, 9725, 30767, 16373, 3215, 2423, 9725, 2423, 1045, 12, 2716, 429, 30767, 16373, 3215, 2423, 1045, 12, 2716, 429, 1975, 2407, 4032, 12174, 12610, 8315, 16472, 2423, 1045, 12, 2716, 429, 29538, 13672, 1829, 47525, 8315, 8717, 7435, 2304, 3615, 11296, 39894, 30544, 12174, 32640, 3660, 2423, 4846, 6055, 3555, 3615, 11296, 1975, 1829, 8592, 22807], "avg_logprob": -0.250897993986634, "compression_ratio": 1.6797752808988764, "no_speech_prob": 5.364418029785156e-06, "words": [{"start": 1455.11, "end": 1455.57, "word": "1", "probability": 0.302978515625}, {"start": 1455.57, "end": 1456.07, "word": " 1", "probability": 0.57177734375}, {"start": 1456.07, "end": 1456.79, "word": " x", "probability": 0.5478515625}, {"start": 1456.79, "end": 1457.25, "word": " 2", "probability": 0.59130859375}, {"start": 1457.25, "end": 1457.67, "word": " في", "probability": 0.5927734375}, {"start": 1457.67, "end": 1458.09, "word": " w", "probability": 0.59033203125}, {"start": 1458.09, "end": 1459.01, "word": " 2", "probability": 0.60107421875}, {"start": 1459.01, "end": 1460.07, "word": " 1", "probability": 0.9033203125}, {"start": 1460.07, "end": 1460.61, "word": " x", "probability": 0.970703125}, {"start": 1460.61, "end": 1461.07, "word": " 3", "probability": 0.84716796875}, {"start": 1461.07, "end": 1461.43, "word": " في", "probability": 0.96484375}, {"start": 1461.43, "end": 1461.89, "word": " w", "probability": 0.921875}, {"start": 1461.89, "end": 1462.55, "word": " 3", "probability": 0.94775390625}, {"start": 1462.55, "end": 1463.37, "word": " 1", "probability": 0.96826171875}, {"start": 1463.37, "end": 1463.73, "word": " فهنا", "probability": 0.8505859375}, {"start": 1463.73, "end": 1463.99, "word": " عملنا", "probability": 0.9830729166666666}, {"start": 1463.99, "end": 1464.11, "word": " ال", "probability": 0.8076171875}, {"start": 1464.11, "end": 1464.43, "word": " summation", "probability": 0.78173828125}, {"start": 1464.43, "end": 1465.49, "word": " زائد", "probability": 0.8103841145833334}, {"start": 1465.49, "end": 1466.15, "word": " متذكرين", "probability": 0.7852783203125}, {"start": 1466.15, "end": 1466.25, "word": " ال", "probability": 0.83935546875}, {"start": 1466.25, "end": 1466.53, "word": " theta", "probability": 0.55859375}, {"start": 1466.53, "end": 1467.57, "word": " زائد", "probability": 0.8961588541666666}, {"start": 1467.57, "end": 1467.69, "word": " ال", "probability": 0.849609375}, {"start": 1467.69, "end": 1467.97, "word": " theta", "probability": 0.82568359375}, {"start": 1467.97, "end": 1468.19, "word": " ال", "probability": 0.21728515625}, {"start": 1468.19, "end": 1468.35, "word": " three", "probability": 0.56005859375}, {"start": 1468.35, "end": 1468.65, "word": "-should", "probability": 0.4009195963541667}, {"start": 1468.65, "end": 1469.33, "word": " زائد", "probability": 0.92578125}, {"start": 1469.33, "end": 1469.45, "word": " ال", "probability": 0.88525390625}, {"start": 1469.45, "end": 1469.67, "word": " three", "probability": 0.9208984375}, {"start": 1469.67, "end": 1470.19, "word": "-should", "probability": 0.8824869791666666}, {"start": 1470.19, "end": 1470.85, "word": " او", "probability": 0.7464599609375}, {"start": 1470.85, "end": 1471.67, "word": " و", "probability": 0.556640625}, {"start": 1471.67, "end": 1471.99, "word": " قولنا", "probability": 0.7166341145833334}, {"start": 1471.99, "end": 1472.11, "word": " ان", "probability": 0.81640625}, {"start": 1472.11, "end": 1472.21, "word": " ال", "probability": 0.93310546875}, {"start": 1472.21, "end": 1472.39, "word": " three", "probability": 0.89892578125}, {"start": 1472.39, "end": 1472.67, "word": "-should", "probability": 0.9300130208333334}, {"start": 1472.67, "end": 1472.93, "word": " هذه", "probability": 0.40869140625}, {"start": 1472.93, "end": 1473.05, "word": " اللي", "probability": 0.91796875}, {"start": 1473.05, "end": 1473.25, "word": " بدنا", "probability": 0.942626953125}, {"start": 1473.25, "end": 1473.79, "word": " نجمعها", "probability": 0.90537109375}, {"start": 1473.79, "end": 1474.53, "word": " بتكون", "probability": 0.892578125}, {"start": 1474.53, "end": 1474.83, "word": " قيمة", "probability": 0.9957682291666666}, {"start": 1474.83, "end": 1474.91, "word": " ال", "probability": 0.96728515625}, {"start": 1474.91, "end": 1475.07, "word": " input", "probability": 0.9912109375}, {"start": 1475.07, "end": 1475.51, "word": " تبعها", "probability": 0.8603515625}, {"start": 1475.51, "end": 1475.93, "word": " ايش؟", "probability": 0.8023681640625}], "temperature": 1.0}, {"id": 63, "seek": 149444, "start": 1476.44, "end": 1494.44, "text": "minus one minus one فهذه دايما بتكون مضروبة في minus one و theta نفسها بتكون عبارة عن W بتكون عبارة عن W فإذا هيطلع بهذا الشكل المعادل اللي إحنا شايفينها أمامنا summation لل I from one to N N هنا إيش هتمثل عدد ال inputs", "tokens": [2367, 301, 472, 3175, 472, 6156, 3224, 24192, 11778, 47302, 15042, 39894, 30544, 3714, 11242, 32887, 49401, 8978, 3175, 472, 4032, 9725, 8717, 36178, 11296, 39894, 30544, 6225, 3555, 9640, 3660, 18871, 343, 39894, 30544, 6225, 3555, 9640, 3660, 18871, 343, 6156, 28814, 15730, 8032, 1829, 9566, 1211, 3615, 39627, 15730, 25124, 28820, 9673, 3615, 18513, 1211, 13672, 1829, 11933, 5016, 8315, 13412, 995, 33911, 9957, 11296, 5551, 2304, 10943, 8315, 28811, 24976, 286, 490, 472, 281, 426, 426, 34105, 11933, 1829, 8592, 8032, 39237, 12984, 1211, 6225, 3215, 3215, 2423, 15743], "avg_logprob": -0.20060484063240788, "compression_ratio": 1.6310679611650485, "no_speech_prob": 0.00017142295837402344, "words": [{"start": 1476.44, "end": 1476.86, "word": "minus", "probability": 0.5235443115234375}, {"start": 1476.86, "end": 1477.12, "word": " one", "probability": 0.73095703125}, {"start": 1477.12, "end": 1477.96, "word": " minus", "probability": 0.278564453125}, {"start": 1477.96, "end": 1478.5, "word": " one", "probability": 0.95068359375}, {"start": 1478.5, "end": 1478.88, "word": " فهذه", "probability": 0.7058919270833334}, {"start": 1478.88, "end": 1479.04, "word": " دايما", "probability": 0.8138834635416666}, {"start": 1479.04, "end": 1479.32, "word": " بتكون", "probability": 0.83349609375}, {"start": 1479.32, "end": 1479.66, "word": " مضروبة", "probability": 0.8944091796875}, {"start": 1479.66, "end": 1479.78, "word": " في", "probability": 0.90087890625}, {"start": 1479.78, "end": 1480.0, "word": " minus", "probability": 0.94873046875}, {"start": 1480.0, "end": 1480.24, "word": " one", "probability": 0.9580078125}, {"start": 1480.24, "end": 1480.58, "word": " و", "probability": 0.92724609375}, {"start": 1480.58, "end": 1480.82, "word": " theta", "probability": 0.421875}, {"start": 1480.82, "end": 1481.3, "word": " نفسها", "probability": 0.98828125}, {"start": 1481.3, "end": 1481.9, "word": " بتكون", "probability": 0.950927734375}, {"start": 1481.9, "end": 1482.24, "word": " عبارة", "probability": 0.9910888671875}, {"start": 1482.24, "end": 1482.5, "word": " عن", "probability": 0.9892578125}, {"start": 1482.5, "end": 1483.24, "word": " W", "probability": 0.441162109375}, {"start": 1483.24, "end": 1483.78, "word": " بتكون", "probability": 0.7188720703125}, {"start": 1483.78, "end": 1484.1, "word": " عبارة", "probability": 0.99609375}, {"start": 1484.1, "end": 1484.38, "word": " عن", "probability": 0.9755859375}, {"start": 1484.38, "end": 1485.5, "word": " W", "probability": 0.96240234375}, {"start": 1485.5, "end": 1486.38, "word": " فإذا", "probability": 0.80078125}, {"start": 1486.38, "end": 1486.84, "word": " هيطلع", "probability": 0.812646484375}, {"start": 1486.84, "end": 1487.12, "word": " بهذا", "probability": 0.94091796875}, {"start": 1487.12, "end": 1487.38, "word": " الشكل", "probability": 0.986572265625}, {"start": 1487.38, "end": 1487.76, "word": " المعادل", "probability": 0.937744140625}, {"start": 1487.76, "end": 1487.88, "word": " اللي", "probability": 0.96826171875}, {"start": 1487.88, "end": 1488.02, "word": " إحنا", "probability": 0.766845703125}, {"start": 1488.02, "end": 1488.4, "word": " شايفينها", "probability": 0.973046875}, {"start": 1488.4, "end": 1488.82, "word": " أمامنا", "probability": 0.9552001953125}, {"start": 1488.82, "end": 1489.64, "word": " summation", "probability": 0.76416015625}, {"start": 1489.64, "end": 1490.48, "word": " لل", "probability": 0.87109375}, {"start": 1490.48, "end": 1490.8, "word": " I", "probability": 0.869140625}, {"start": 1490.8, "end": 1491.32, "word": " from", "probability": 0.861328125}, {"start": 1491.32, "end": 1491.58, "word": " one", "probability": 0.908203125}, {"start": 1491.58, "end": 1491.8, "word": " to", "probability": 0.97119140625}, {"start": 1491.8, "end": 1492.04, "word": " N", "probability": 0.61181640625}, {"start": 1492.04, "end": 1492.42, "word": " N", "probability": 0.1470947265625}, {"start": 1492.42, "end": 1492.64, "word": " هنا", "probability": 0.9765625}, {"start": 1492.64, "end": 1492.74, "word": " إيش", "probability": 0.9523111979166666}, {"start": 1492.74, "end": 1493.38, "word": " هتمثل", "probability": 0.9696044921875}, {"start": 1493.38, "end": 1493.96, "word": " عدد", "probability": 0.8497721354166666}, {"start": 1493.96, "end": 1494.1, "word": " ال", "probability": 0.9873046875}, {"start": 1494.1, "end": 1494.44, "word": " inputs", "probability": 0.74951171875}], "temperature": 1.0}, {"id": 64, "seek": 152146, "start": 1495.14, "end": 1521.46, "text": "فإذن هنا X1 X2 to Xn فنتقدر نقول إن هذا هو ال summation تبعنا مضروبة في ال X كل X مضروبة في ال W اللي خاصة بمين بال X مع Y اللي أنا بحسبها لإن هنا ممكن يكون عندي Y1 Y2 Y3 and so on Yj كويس تمام جدا فإذن لكل Y", "tokens": [5172, 28814, 8848, 1863, 34105, 1783, 16, 1783, 17, 281, 1783, 77, 6156, 29399, 28543, 2288, 8717, 39648, 36145, 23758, 31439, 2423, 28811, 6055, 3555, 3615, 8315, 3714, 11242, 32887, 49401, 8978, 2423, 1783, 28242, 1783, 3714, 11242, 32887, 49401, 8978, 2423, 343, 13672, 1829, 16490, 33546, 3660, 4724, 2304, 9957, 20666, 1783, 20449, 398, 13672, 1829, 41850, 4724, 5016, 35457, 11296, 5296, 28814, 1863, 34105, 3714, 43020, 7251, 30544, 18871, 16254, 398, 16, 398, 17, 398, 18, 293, 370, 322, 398, 73, 9122, 45865, 3794, 46811, 10943, 10874, 28259, 6156, 28814, 8848, 1863, 5296, 28820, 398], "avg_logprob": -0.18191964909130212, "compression_ratio": 1.5951219512195123, "no_speech_prob": 2.205371856689453e-06, "words": [{"start": 1495.14, "end": 1495.5, "word": "فإذن", "probability": 0.76031494140625}, {"start": 1495.5, "end": 1495.78, "word": " هنا", "probability": 0.978515625}, {"start": 1495.78, "end": 1497.06, "word": " X1", "probability": 0.555908203125}, {"start": 1497.06, "end": 1498.42, "word": " X2", "probability": 0.89697265625}, {"start": 1498.42, "end": 1498.88, "word": " to", "probability": 0.437744140625}, {"start": 1498.88, "end": 1500.92, "word": " Xn", "probability": 0.84326171875}, {"start": 1500.92, "end": 1502.1, "word": " فنتقدر", "probability": 0.64288330078125}, {"start": 1502.1, "end": 1502.28, "word": " نقول", "probability": 0.959716796875}, {"start": 1502.28, "end": 1502.38, "word": " إن", "probability": 0.7333984375}, {"start": 1502.38, "end": 1502.6, "word": " هذا", "probability": 0.77197265625}, {"start": 1502.6, "end": 1502.9, "word": " هو", "probability": 0.9833984375}, {"start": 1502.9, "end": 1503.08, "word": " ال", "probability": 0.62451171875}, {"start": 1503.08, "end": 1503.36, "word": " summation", "probability": 0.463134765625}, {"start": 1503.36, "end": 1503.82, "word": " تبعنا", "probability": 0.875}, {"start": 1503.82, "end": 1504.7, "word": " مضروبة", "probability": 0.937744140625}, {"start": 1504.7, "end": 1504.84, "word": " في", "probability": 0.982421875}, {"start": 1504.84, "end": 1504.96, "word": " ال", "probability": 0.78662109375}, {"start": 1504.96, "end": 1505.2, "word": " X", "probability": 0.90234375}, {"start": 1505.2, "end": 1505.72, "word": " كل", "probability": 0.81884765625}, {"start": 1505.72, "end": 1506.06, "word": " X", "probability": 0.98876953125}, {"start": 1506.06, "end": 1506.4, "word": " مضروبة", "probability": 0.9859619140625}, {"start": 1506.4, "end": 1506.52, "word": " في", "probability": 0.98291015625}, {"start": 1506.52, "end": 1506.62, "word": " ال", "probability": 0.95556640625}, {"start": 1506.62, "end": 1506.92, "word": " W", "probability": 0.89990234375}, {"start": 1506.92, "end": 1507.3, "word": " اللي", "probability": 0.886474609375}, {"start": 1507.3, "end": 1508.38, "word": " خاصة", "probability": 0.9807942708333334}, {"start": 1508.38, "end": 1509.26, "word": " بمين", "probability": 0.7587890625}, {"start": 1509.26, "end": 1509.74, "word": " بال", "probability": 0.71533203125}, {"start": 1509.74, "end": 1510.2, "word": " X", "probability": 0.97900390625}, {"start": 1510.2, "end": 1510.9, "word": " مع", "probability": 0.990234375}, {"start": 1510.9, "end": 1511.58, "word": " Y", "probability": 0.9765625}, {"start": 1511.58, "end": 1511.76, "word": " اللي", "probability": 0.989013671875}, {"start": 1511.76, "end": 1511.88, "word": " أنا", "probability": 0.8271484375}, {"start": 1511.88, "end": 1512.5, "word": " بحسبها", "probability": 0.989501953125}, {"start": 1512.5, "end": 1513.0, "word": " لإن", "probability": 0.8694661458333334}, {"start": 1513.0, "end": 1513.16, "word": " هنا", "probability": 0.92138671875}, {"start": 1513.16, "end": 1513.36, "word": " ممكن", "probability": 0.66845703125}, {"start": 1513.36, "end": 1513.54, "word": " يكون", "probability": 0.939208984375}, {"start": 1513.54, "end": 1513.72, "word": " عندي", "probability": 0.8212890625}, {"start": 1513.72, "end": 1514.12, "word": " Y1", "probability": 0.87744140625}, {"start": 1514.12, "end": 1514.74, "word": " Y2", "probability": 0.90087890625}, {"start": 1514.74, "end": 1515.46, "word": " Y3", "probability": 0.975341796875}, {"start": 1515.46, "end": 1515.94, "word": " and", "probability": 0.5751953125}, {"start": 1515.94, "end": 1516.12, "word": " so", "probability": 0.93701171875}, {"start": 1516.12, "end": 1516.44, "word": " on", "probability": 0.9609375}, {"start": 1516.44, "end": 1517.24, "word": " Yj", "probability": 0.589599609375}, {"start": 1517.24, "end": 1518.56, "word": " كويس", "probability": 0.8714192708333334}, {"start": 1518.56, "end": 1519.12, "word": " تمام", "probability": 0.953857421875}, {"start": 1519.12, "end": 1519.46, "word": " جدا", "probability": 0.989013671875}, {"start": 1519.46, "end": 1520.32, "word": " فإذن", "probability": 0.8297119140625}, {"start": 1520.32, "end": 1520.88, "word": " لكل", "probability": 0.986083984375}, {"start": 1520.88, "end": 1521.46, "word": " Y", "probability": 0.9892578125}], "temperature": 1.0}, {"id": 65, "seek": 153721, "start": 1522.65, "end": 1537.21, "text": "ابنضربها في كل ال weights اللي هي مرتبطة فيهم، مع مين؟ مع ال inputs، مع ال inputs، جيد، بنكون هيك عملنا activation ل Y، عشان نلقاه .. الآن نشوف قيم Y مع .. مع X", "tokens": [16758, 1863, 11242, 25513, 11296, 8978, 28242, 2423, 17443, 13672, 1829, 39896, 3714, 43500, 3555, 9566, 3660, 8978, 16095, 12399, 20449, 3714, 9957, 22807, 20449, 2423, 15743, 12399, 20449, 2423, 15743, 12399, 10874, 25708, 12399, 44945, 30544, 39896, 4117, 6225, 42213, 8315, 24433, 5296, 398, 12399, 6225, 8592, 7649, 8717, 1211, 4587, 40294, 4386, 6024, 48506, 8717, 8592, 38688, 12174, 32640, 398, 20449, 4386, 20449, 1783], "avg_logprob": -0.23449159736063943, "compression_ratio": 1.4619883040935673, "no_speech_prob": 5.960464477539062e-07, "words": [{"start": 1522.6499999999999, "end": 1523.33, "word": "ابنضربها", "probability": 0.79288330078125}, {"start": 1523.33, "end": 1523.85, "word": " في", "probability": 0.8544921875}, {"start": 1523.85, "end": 1524.17, "word": " كل", "probability": 0.98583984375}, {"start": 1524.17, "end": 1524.37, "word": " ال", "probability": 0.9873046875}, {"start": 1524.37, "end": 1524.73, "word": " weights", "probability": 0.7421875}, {"start": 1524.73, "end": 1524.93, "word": " اللي", "probability": 0.8994140625}, {"start": 1524.93, "end": 1525.09, "word": " هي", "probability": 0.76708984375}, {"start": 1525.09, "end": 1525.61, "word": " مرتبطة", "probability": 0.97763671875}, {"start": 1525.61, "end": 1526.37, "word": " فيهم،", "probability": 0.7662760416666666}, {"start": 1526.37, "end": 1526.59, "word": " مع", "probability": 0.970703125}, {"start": 1526.59, "end": 1527.13, "word": " مين؟", "probability": 0.9207356770833334}, {"start": 1527.13, "end": 1527.29, "word": " مع", "probability": 0.92578125}, {"start": 1527.29, "end": 1527.43, "word": " ال", "probability": 0.986328125}, {"start": 1527.43, "end": 1528.23, "word": " inputs،", "probability": 0.649169921875}, {"start": 1528.23, "end": 1528.41, "word": " مع", "probability": 0.64599609375}, {"start": 1528.41, "end": 1528.55, "word": " ال", "probability": 0.9892578125}, {"start": 1528.55, "end": 1529.45, "word": " inputs،", "probability": 0.816650390625}, {"start": 1529.45, "end": 1530.31, "word": " جيد،", "probability": 0.8990885416666666}, {"start": 1530.31, "end": 1530.63, "word": " بنكون", "probability": 0.813720703125}, {"start": 1530.63, "end": 1530.81, "word": " هيك", "probability": 0.928955078125}, {"start": 1530.81, "end": 1531.05, "word": " عملنا", "probability": 0.888671875}, {"start": 1531.05, "end": 1531.49, "word": " activation", "probability": 0.96533203125}, {"start": 1531.49, "end": 1531.87, "word": " ل", "probability": 0.8828125}, {"start": 1531.87, "end": 1532.45, "word": " Y،", "probability": 0.60205078125}, {"start": 1532.45, "end": 1532.79, "word": " عشان", "probability": 0.9609375}, {"start": 1532.79, "end": 1533.19, "word": " نلقاه", "probability": 0.582061767578125}, {"start": 1533.19, "end": 1533.23, "word": " ..", "probability": 0.248046875}, {"start": 1533.23, "end": 1533.47, "word": " الآن", "probability": 0.5682373046875}, {"start": 1533.47, "end": 1533.85, "word": " نشوف", "probability": 0.9910481770833334}, {"start": 1533.85, "end": 1534.19, "word": " قيم", "probability": 0.982666015625}, {"start": 1534.19, "end": 1535.01, "word": " Y", "probability": 0.953125}, {"start": 1535.01, "end": 1536.37, "word": " مع", "probability": 0.9189453125}, {"start": 1536.37, "end": 1536.71, "word": " ..", "probability": 0.603515625}, {"start": 1536.71, "end": 1536.89, "word": " مع", "probability": 0.98193359375}, {"start": 1536.89, "end": 1537.21, "word": " X", "probability": 0.9677734375}], "temperature": 1.0}, {"id": 66, "seek": 156392, "start": 1538.88, "end": 1563.92, "text": "تمام عملية ال learning اتفقنا سابقا وقولناها يمكن مرارا و تكرارا في ال supervised learning سابقا ان ال W لجديدة لجديدة ايش يعني P plus one يعني ال iteration القادمة هتسوي نفسها ال W القديمة plus delta W القديمة او اللي انحسبت في ال iteration P", "tokens": [39237, 10943, 6225, 42213, 10632, 2423, 2539, 1975, 2655, 5172, 4587, 8315, 8608, 16758, 4587, 995, 4032, 39648, 8315, 11296, 7251, 43020, 3714, 2288, 9640, 995, 4032, 6055, 37983, 9640, 995, 8978, 2423, 46533, 2539, 8608, 16758, 4587, 995, 16472, 2423, 343, 5296, 7435, 16254, 41891, 5296, 7435, 16254, 41891, 1975, 1829, 8592, 37495, 22653, 430, 1804, 472, 37495, 22653, 2423, 24784, 25062, 18513, 46007, 8032, 2655, 3794, 45865, 8717, 36178, 11296, 2423, 343, 25062, 16254, 46007, 1804, 8289, 343, 25062, 16254, 46007, 1975, 2407, 13672, 1829, 16472, 5016, 35457, 2655, 8978, 2423, 24784, 430], "avg_logprob": -0.19270832960804304, "compression_ratio": 1.7904761904761906, "no_speech_prob": 0.0, "words": [{"start": 1538.88, "end": 1539.3, "word": "تمام", "probability": 0.6798095703125}, {"start": 1539.3, "end": 1539.8, "word": " عملية", "probability": 0.8943684895833334}, {"start": 1539.8, "end": 1539.96, "word": " ال", "probability": 0.94384765625}, {"start": 1539.96, "end": 1540.38, "word": " learning", "probability": 0.79052734375}, {"start": 1540.38, "end": 1541.16, "word": " اتفقنا", "probability": 0.9603515625}, {"start": 1541.16, "end": 1541.76, "word": " سابقا", "probability": 0.97998046875}, {"start": 1541.76, "end": 1542.28, "word": " وقولناها", "probability": 0.79833984375}, {"start": 1542.28, "end": 1542.64, "word": " يمكن", "probability": 0.68798828125}, {"start": 1542.64, "end": 1543.82, "word": " مرارا", "probability": 0.9727783203125}, {"start": 1543.82, "end": 1543.92, "word": " و", "probability": 0.71142578125}, {"start": 1543.92, "end": 1544.32, "word": " تكرارا", "probability": 0.8197021484375}, {"start": 1544.32, "end": 1545.46, "word": " في", "probability": 0.4814453125}, {"start": 1545.46, "end": 1545.56, "word": " ال", "probability": 0.54296875}, {"start": 1545.56, "end": 1545.9, "word": " supervised", "probability": 0.91162109375}, {"start": 1545.9, "end": 1546.56, "word": " learning", "probability": 0.93310546875}, {"start": 1546.56, "end": 1547.62, "word": " سابقا", "probability": 0.873291015625}, {"start": 1547.62, "end": 1548.26, "word": " ان", "probability": 0.5751953125}, {"start": 1548.26, "end": 1548.6, "word": " ال", "probability": 0.91064453125}, {"start": 1548.6, "end": 1549.0, "word": " W", "probability": 0.465087890625}, {"start": 1549.0, "end": 1550.22, "word": " لجديدة", "probability": 0.8175048828125}, {"start": 1550.22, "end": 1551.18, "word": " لجديدة", "probability": 0.84674072265625}, {"start": 1551.18, "end": 1551.36, "word": " ايش", "probability": 0.7579752604166666}, {"start": 1551.36, "end": 1551.6, "word": " يعني", "probability": 0.89599609375}, {"start": 1551.6, "end": 1551.86, "word": " P", "probability": 0.53076171875}, {"start": 1551.86, "end": 1552.18, "word": " plus", "probability": 0.175048828125}, {"start": 1552.18, "end": 1552.48, "word": " one", "probability": 0.56396484375}, {"start": 1552.48, "end": 1552.86, "word": " يعني", "probability": 0.9326171875}, {"start": 1552.86, "end": 1552.98, "word": " ال", "probability": 0.97265625}, {"start": 1552.98, "end": 1553.38, "word": " iteration", "probability": 0.80615234375}, {"start": 1553.38, "end": 1554.48, "word": " القادمة", "probability": 0.9913736979166666}, {"start": 1554.48, "end": 1555.16, "word": " هتسوي", "probability": 0.720947265625}, {"start": 1555.16, "end": 1555.7, "word": " نفسها", "probability": 0.8115234375}, {"start": 1555.7, "end": 1556.14, "word": " ال", "probability": 0.95849609375}, {"start": 1556.14, "end": 1556.46, "word": " W", "probability": 0.9248046875}, {"start": 1556.46, "end": 1557.24, "word": " القديمة", "probability": 0.94140625}, {"start": 1557.24, "end": 1558.08, "word": " plus", "probability": 0.859375}, {"start": 1558.08, "end": 1558.82, "word": " delta", "probability": 0.429443359375}, {"start": 1558.82, "end": 1560.08, "word": " W", "probability": 0.921875}, {"start": 1560.08, "end": 1561.14, "word": " القديمة", "probability": 0.97119140625}, {"start": 1561.14, "end": 1562.0, "word": " او", "probability": 0.871826171875}, {"start": 1562.0, "end": 1562.1, "word": " اللي", "probability": 0.896240234375}, {"start": 1562.1, "end": 1562.68, "word": " انحسبت", "probability": 0.970947265625}, {"start": 1562.68, "end": 1562.78, "word": " في", "probability": 0.96044921875}, {"start": 1562.78, "end": 1562.88, "word": " ال", "probability": 0.98388671875}, {"start": 1562.88, "end": 1563.34, "word": " iteration", "probability": 0.85791015625}, {"start": 1563.34, "end": 1563.92, "word": " P", "probability": 0.9736328125}], "temperature": 1.0}, {"id": 67, "seek": 157943, "start": 1565.33, "end": 1579.43, "text": "عشان نجمحهم مع بعض و نجيب ال W الجديد ده اللي هرجع أعمل لهياش كمان مرة activation على نفس ال inputs و أتأكد هل هتثبت ال W بعد هيك و لا لأ هنجي في امتع .. هنجي في امتع لما تثبت ال W", "tokens": [3615, 8592, 7649, 8717, 7435, 2304, 5016, 16095, 20449, 45030, 11242, 4032, 8717, 7435, 1829, 3555, 2423, 343, 25724, 16254, 3215, 11778, 3224, 13672, 1829, 8032, 47341, 3615, 5551, 25957, 1211, 46740, 1829, 33599, 9122, 2304, 7649, 3714, 25720, 24433, 15844, 8717, 36178, 2423, 15743, 4032, 5551, 2655, 10721, 4117, 3215, 8032, 1211, 8032, 2655, 12984, 3555, 2655, 2423, 343, 39182, 39896, 4117, 4032, 20193, 5296, 10721, 8032, 1863, 7435, 1829, 8978, 1975, 2304, 2655, 3615, 4386, 8032, 1863, 7435, 1829, 8978, 1975, 2304, 2655, 3615, 5296, 15042, 6055, 12984, 3555, 2655, 2423, 343], "avg_logprob": -0.22746710118494537, "compression_ratio": 1.6318681318681318, "no_speech_prob": 1.5497207641601562e-06, "words": [{"start": 1565.3300000000002, "end": 1565.89, "word": "عشان", "probability": 0.679290771484375}, {"start": 1565.89, "end": 1566.33, "word": " نجمحهم", "probability": 0.915625}, {"start": 1566.33, "end": 1566.45, "word": " مع", "probability": 0.97314453125}, {"start": 1566.45, "end": 1566.77, "word": " بعض", "probability": 0.9931640625}, {"start": 1566.77, "end": 1567.01, "word": " و", "probability": 0.9248046875}, {"start": 1567.01, "end": 1567.39, "word": " نجيب", "probability": 0.9500732421875}, {"start": 1567.39, "end": 1567.95, "word": " ال", "probability": 0.94580078125}, {"start": 1567.95, "end": 1568.29, "word": " W", "probability": 0.387451171875}, {"start": 1568.29, "end": 1568.77, "word": " الجديد", "probability": 0.685791015625}, {"start": 1568.77, "end": 1568.93, "word": " ده", "probability": 0.83642578125}, {"start": 1568.93, "end": 1569.11, "word": " اللي", "probability": 0.88818359375}, {"start": 1569.11, "end": 1569.41, "word": " هرجع", "probability": 0.9012044270833334}, {"start": 1569.41, "end": 1569.69, "word": " أعمل", "probability": 0.8453776041666666}, {"start": 1569.69, "end": 1570.09, "word": " لهياش", "probability": 0.5642903645833334}, {"start": 1570.09, "end": 1570.55, "word": " كمان", "probability": 0.85107421875}, {"start": 1570.55, "end": 1570.75, "word": " مرة", "probability": 0.979736328125}, {"start": 1570.75, "end": 1571.25, "word": " activation", "probability": 0.94482421875}, {"start": 1571.25, "end": 1571.51, "word": " على", "probability": 0.8310546875}, {"start": 1571.51, "end": 1571.75, "word": " نفس", "probability": 0.992919921875}, {"start": 1571.75, "end": 1571.91, "word": " ال", "probability": 0.98095703125}, {"start": 1571.91, "end": 1572.23, "word": " inputs", "probability": 0.6494140625}, {"start": 1572.23, "end": 1572.65, "word": " و", "probability": 0.8330078125}, {"start": 1572.65, "end": 1573.45, "word": " أتأكد", "probability": 0.9328125}, {"start": 1573.45, "end": 1574.33, "word": " هل", "probability": 0.96875}, {"start": 1574.33, "end": 1575.01, "word": " هتثبت", "probability": 0.9466796875}, {"start": 1575.01, "end": 1575.13, "word": " ال", "probability": 0.98974609375}, {"start": 1575.13, "end": 1575.37, "word": " W", "probability": 0.9130859375}, {"start": 1575.37, "end": 1575.63, "word": " بعد", "probability": 0.92822265625}, {"start": 1575.63, "end": 1575.89, "word": " هيك", "probability": 0.785888671875}, {"start": 1575.89, "end": 1575.95, "word": " و", "probability": 0.423583984375}, {"start": 1575.95, "end": 1576.03, "word": " لا", "probability": 0.990234375}, {"start": 1576.03, "end": 1576.53, "word": " لأ", "probability": 0.93310546875}, {"start": 1576.53, "end": 1577.53, "word": " هنجي", "probability": 0.742431640625}, {"start": 1577.53, "end": 1577.63, "word": " في", "probability": 0.79248046875}, {"start": 1577.63, "end": 1577.91, "word": " امتع", "probability": 0.546661376953125}, {"start": 1577.91, "end": 1577.99, "word": " ..", "probability": 0.4248046875}, {"start": 1577.99, "end": 1578.11, "word": " هنجي", "probability": 0.929931640625}, {"start": 1578.11, "end": 1578.21, "word": " في", "probability": 0.95751953125}, {"start": 1578.21, "end": 1578.29, "word": " امتع", "probability": 0.932373046875}, {"start": 1578.29, "end": 1578.73, "word": " لما", "probability": 0.797607421875}, {"start": 1578.73, "end": 1579.09, "word": " تثبت", "probability": 0.9534912109375}, {"start": 1579.09, "end": 1579.19, "word": " ال", "probability": 0.9931640625}, {"start": 1579.19, "end": 1579.43, "word": " W", "probability": 0.95458984375}], "temperature": 1.0}, {"id": 68, "seek": 161231, "start": 1586.87, "end": 1612.31, "text": "صار عندى ال delta w هي نفس المعادلة على فكرة هي نفس المعادلة اللى بشوفها هي نفسها السابقة مع فارق واحد فقط ان احنا lambda هذه هي عبارة عن Alpha على Phi بس لا اكثر ولا اقل Alpha على Phi فحسبها ك lambda بحيث انه دائما تكون خمسة فبيميلوا انه يستخدموها بشكل", "tokens": [9381, 9640, 43242, 7578, 2423, 8289, 261, 39896, 8717, 36178, 9673, 3615, 18513, 37977, 15844, 6156, 4117, 25720, 39896, 8717, 36178, 9673, 3615, 18513, 37977, 13672, 7578, 4724, 8592, 38688, 11296, 39896, 8717, 36178, 11296, 21136, 16758, 28671, 20449, 6156, 9640, 4587, 36764, 24401, 6156, 47432, 16472, 1975, 5016, 8315, 13607, 29538, 39896, 6225, 3555, 9640, 3660, 18871, 20588, 15844, 41435, 4724, 3794, 20193, 1975, 4117, 49115, 49429, 1975, 4587, 1211, 20588, 15844, 41435, 6156, 5016, 35457, 11296, 9122, 13607, 4724, 5016, 1829, 12984, 16472, 3224, 11778, 16373, 15042, 6055, 30544, 16490, 2304, 3794, 3660, 6156, 21292, 2304, 26895, 14407, 16472, 3224, 7251, 14851, 9778, 40448, 2407, 11296, 4724, 8592, 28820], "avg_logprob": -0.1565290242433548, "compression_ratio": 1.7615062761506277, "no_speech_prob": 8.165836334228516e-06, "words": [{"start": 1586.87, "end": 1587.23, "word": "صار", "probability": 0.5709228515625}, {"start": 1587.23, "end": 1587.53, "word": " عندى", "probability": 0.802001953125}, {"start": 1587.53, "end": 1587.67, "word": " ال", "probability": 0.90966796875}, {"start": 1587.67, "end": 1587.95, "word": " delta", "probability": 0.29541015625}, {"start": 1587.95, "end": 1588.35, "word": " w", "probability": 0.5283203125}, {"start": 1588.35, "end": 1588.65, "word": " هي", "probability": 0.78515625}, {"start": 1588.65, "end": 1588.81, "word": " نفس", "probability": 0.99169921875}, {"start": 1588.81, "end": 1589.21, "word": " المعادلة", "probability": 0.979248046875}, {"start": 1589.21, "end": 1589.35, "word": " على", "probability": 0.2264404296875}, {"start": 1589.35, "end": 1589.67, "word": " فكرة", "probability": 0.9716796875}, {"start": 1589.67, "end": 1590.11, "word": " هي", "probability": 0.76953125}, {"start": 1590.11, "end": 1590.29, "word": " نفس", "probability": 0.996337890625}, {"start": 1590.29, "end": 1590.87, "word": " المعادلة", "probability": 0.9862060546875}, {"start": 1590.87, "end": 1591.31, "word": " اللى", "probability": 0.971923828125}, {"start": 1591.31, "end": 1591.91, "word": " بشوفها", "probability": 0.9427490234375}, {"start": 1591.91, "end": 1592.81, "word": " هي", "probability": 0.771484375}, {"start": 1592.81, "end": 1593.41, "word": " نفسها", "probability": 0.9912109375}, {"start": 1593.41, "end": 1594.07, "word": " السابقة", "probability": 0.9811197916666666}, {"start": 1594.07, "end": 1594.59, "word": " مع", "probability": 0.98095703125}, {"start": 1594.59, "end": 1595.01, "word": " فارق", "probability": 0.9762369791666666}, {"start": 1595.01, "end": 1595.35, "word": " واحد", "probability": 0.99169921875}, {"start": 1595.35, "end": 1595.67, "word": " فقط", "probability": 0.995849609375}, {"start": 1595.67, "end": 1595.83, "word": " ان", "probability": 0.413818359375}, {"start": 1595.83, "end": 1596.13, "word": " احنا", "probability": 0.9093424479166666}, {"start": 1596.13, "end": 1597.41, "word": " lambda", "probability": 0.51513671875}, {"start": 1597.41, "end": 1597.89, "word": " هذه", "probability": 0.376708984375}, {"start": 1597.89, "end": 1598.33, "word": " هي", "probability": 0.82373046875}, {"start": 1598.33, "end": 1598.63, "word": " عبارة", "probability": 0.9947509765625}, {"start": 1598.63, "end": 1598.83, "word": " عن", "probability": 0.9892578125}, {"start": 1598.83, "end": 1599.27, "word": " Alpha", "probability": 0.326904296875}, {"start": 1599.27, "end": 1599.99, "word": " على", "probability": 0.8564453125}, {"start": 1599.99, "end": 1601.11, "word": " Phi", "probability": 0.60302734375}, {"start": 1601.11, "end": 1601.79, "word": " بس", "probability": 0.958740234375}, {"start": 1601.79, "end": 1601.99, "word": " لا", "probability": 0.62353515625}, {"start": 1601.99, "end": 1602.45, "word": " اكثر", "probability": 0.798828125}, {"start": 1602.45, "end": 1602.89, "word": " ولا", "probability": 0.95703125}, {"start": 1602.89, "end": 1603.31, "word": " اقل", "probability": 0.96240234375}, {"start": 1603.31, "end": 1604.17, "word": " Alpha", "probability": 0.91455078125}, {"start": 1604.17, "end": 1604.63, "word": " على", "probability": 0.9111328125}, {"start": 1604.63, "end": 1604.95, "word": " Phi", "probability": 0.876953125}, {"start": 1604.95, "end": 1606.33, "word": " فحسبها", "probability": 0.9796142578125}, {"start": 1606.33, "end": 1606.73, "word": " ك", "probability": 0.97705078125}, {"start": 1606.73, "end": 1606.93, "word": " lambda", "probability": 0.50244140625}, {"start": 1606.93, "end": 1607.27, "word": " بحيث", "probability": 0.9522705078125}, {"start": 1607.27, "end": 1607.45, "word": " انه", "probability": 0.9091796875}, {"start": 1607.45, "end": 1607.67, "word": " دائما", "probability": 0.8759765625}, {"start": 1607.67, "end": 1608.03, "word": " تكون", "probability": 0.965087890625}, {"start": 1608.03, "end": 1609.31, "word": " خمسة", "probability": 0.8980712890625}, {"start": 1609.31, "end": 1610.51, "word": " فبيميلوا", "probability": 0.9171875}, {"start": 1610.51, "end": 1610.67, "word": " انه", "probability": 0.7197265625}, {"start": 1610.67, "end": 1611.27, "word": " يستخدموها", "probability": 0.984619140625}, {"start": 1611.27, "end": 1612.31, "word": " بشكل", "probability": 0.98486328125}], "temperature": 1.0}, {"id": 69, "seek": 164057, "start": 1613.65, "end": 1640.57, "text": "متعرف عليه قيمته خمسة قيمة خمسة لأن بعد ما عملنا قيمة خمسة بناخد common عامل مشترك على اعتبار ان انتوا اذا بدنا ناخدها كانت Alpha في X في Y X I في Y J كانت ناقص mean Phi وكنا نضربها في mean Phi في Y J في W I و J هذه كانت قيمة Delta", "tokens": [2304, 2655, 3615, 28480, 47356, 12174, 32640, 47395, 16490, 2304, 3794, 3660, 12174, 32640, 3660, 16490, 2304, 3794, 3660, 5296, 33456, 39182, 19446, 6225, 42213, 8315, 12174, 32640, 3660, 16490, 2304, 3794, 3660, 44945, 47283, 3215, 2689, 6225, 10943, 1211, 37893, 2655, 31747, 15844, 1975, 34268, 3555, 9640, 16472, 16472, 2655, 14407, 1975, 15730, 47525, 8315, 8717, 47283, 3215, 11296, 25961, 2655, 20588, 8978, 1783, 8978, 398, 1783, 286, 8978, 398, 508, 25961, 2655, 8717, 995, 4587, 9381, 914, 41435, 4032, 4117, 8315, 8717, 11242, 25513, 11296, 8978, 914, 41435, 8978, 398, 508, 8978, 343, 286, 4032, 508, 29538, 25961, 2655, 12174, 32640, 3660, 18183], "avg_logprob": -0.16420990509806938, "compression_ratio": 1.7729468599033817, "no_speech_prob": 1.0073184967041016e-05, "words": [{"start": 1613.65, "end": 1614.37, "word": "متعرف", "probability": 0.814697265625}, {"start": 1614.37, "end": 1614.67, "word": " عليه", "probability": 0.91552734375}, {"start": 1614.67, "end": 1615.09, "word": " قيمته", "probability": 0.95751953125}, {"start": 1615.09, "end": 1615.55, "word": " خمسة", "probability": 0.8682861328125}, {"start": 1615.55, "end": 1616.11, "word": " قيمة", "probability": 0.7498372395833334}, {"start": 1616.11, "end": 1616.91, "word": " خمسة", "probability": 0.972900390625}, {"start": 1616.91, "end": 1617.29, "word": " لأن", "probability": 0.772705078125}, {"start": 1617.29, "end": 1618.07, "word": " بعد", "probability": 0.9482421875}, {"start": 1618.07, "end": 1618.21, "word": " ما", "probability": 0.9521484375}, {"start": 1618.21, "end": 1618.67, "word": " عملنا", "probability": 0.9814453125}, {"start": 1618.67, "end": 1619.09, "word": " قيمة", "probability": 0.9671223958333334}, {"start": 1619.09, "end": 1620.11, "word": " خمسة", "probability": 0.973876953125}, {"start": 1620.11, "end": 1620.97, "word": " بناخد", "probability": 0.87890625}, {"start": 1620.97, "end": 1621.33, "word": " common", "probability": 0.95703125}, {"start": 1621.33, "end": 1621.87, "word": " عامل", "probability": 0.9586588541666666}, {"start": 1621.87, "end": 1622.31, "word": " مشترك", "probability": 0.9578450520833334}, {"start": 1622.31, "end": 1622.65, "word": " على", "probability": 0.85302734375}, {"start": 1622.65, "end": 1622.99, "word": " اعتبار", "probability": 0.966064453125}, {"start": 1622.99, "end": 1623.11, "word": " ان", "probability": 0.6064453125}, {"start": 1623.11, "end": 1623.29, "word": " انتوا", "probability": 0.6824544270833334}, {"start": 1623.29, "end": 1623.69, "word": " اذا", "probability": 0.757568359375}, {"start": 1623.69, "end": 1624.13, "word": " بدنا", "probability": 0.935302734375}, {"start": 1624.13, "end": 1624.55, "word": " ناخدها", "probability": 0.994384765625}, {"start": 1624.55, "end": 1624.89, "word": " كانت", "probability": 0.96240234375}, {"start": 1624.89, "end": 1625.19, "word": " Alpha", "probability": 0.5771484375}, {"start": 1625.19, "end": 1625.87, "word": " في", "probability": 0.953125}, {"start": 1625.87, "end": 1626.25, "word": " X", "probability": 0.8125}, {"start": 1626.25, "end": 1627.39, "word": " في", "probability": 0.97509765625}, {"start": 1627.39, "end": 1627.69, "word": " Y", "probability": 0.9833984375}, {"start": 1627.69, "end": 1628.59, "word": " X", "probability": 0.233642578125}, {"start": 1628.59, "end": 1628.97, "word": " I", "probability": 0.35205078125}, {"start": 1628.97, "end": 1629.49, "word": " في", "probability": 0.98193359375}, {"start": 1629.49, "end": 1629.75, "word": " Y", "probability": 0.96484375}, {"start": 1629.75, "end": 1630.15, "word": " J", "probability": 0.65283203125}, {"start": 1630.15, "end": 1630.91, "word": " كانت", "probability": 0.978515625}, {"start": 1630.91, "end": 1631.53, "word": " ناقص", "probability": 0.9869384765625}, {"start": 1631.53, "end": 1631.85, "word": " mean", "probability": 0.279296875}, {"start": 1631.85, "end": 1632.37, "word": " Phi", "probability": 0.6572265625}, {"start": 1632.37, "end": 1633.15, "word": " وكنا", "probability": 0.8271484375}, {"start": 1633.15, "end": 1633.47, "word": " نضربها", "probability": 0.8226318359375}, {"start": 1633.47, "end": 1633.59, "word": " في", "probability": 0.96337890625}, {"start": 1633.59, "end": 1633.75, "word": " mean", "probability": 0.7294921875}, {"start": 1633.75, "end": 1634.07, "word": " Phi", "probability": 0.9423828125}, {"start": 1634.07, "end": 1634.59, "word": " في", "probability": 0.97998046875}, {"start": 1634.59, "end": 1635.15, "word": " Y", "probability": 0.94189453125}, {"start": 1635.15, "end": 1635.77, "word": " J", "probability": 0.86474609375}, {"start": 1635.77, "end": 1636.19, "word": " في", "probability": 0.908203125}, {"start": 1636.19, "end": 1636.65, "word": " W", "probability": 0.9716796875}, {"start": 1636.65, "end": 1637.37, "word": " I", "probability": 0.97265625}, {"start": 1637.37, "end": 1637.91, "word": " و", "probability": 0.74072265625}, {"start": 1637.91, "end": 1638.11, "word": " J", "probability": 0.50390625}, {"start": 1638.11, "end": 1639.11, "word": " هذه", "probability": 0.63525390625}, {"start": 1639.11, "end": 1639.41, "word": " كانت", "probability": 0.9833984375}, {"start": 1639.41, "end": 1639.85, "word": " قيمة", "probability": 0.9954427083333334}, {"start": 1639.85, "end": 1640.57, "word": " Delta", "probability": 0.72265625}], "temperature": 1.0}, {"id": 70, "seek": 166989, "start": 1641.77, "end": 1669.89, "text": "W I و J لما نقول انه ال Alpha هي عبارة عن Phi في Lambda على Phi Lambda على Phi و ناخد common Phi في Y فخلينا ناخد هنا Phi في Y J ايش بيظل عندى هنا Alpha على Phi", "tokens": [54, 286, 4032, 508, 5296, 15042, 8717, 39648, 16472, 3224, 2423, 20588, 39896, 6225, 3555, 9640, 3660, 18871, 41435, 8978, 45691, 15844, 41435, 45691, 15844, 41435, 4032, 8717, 47283, 3215, 2689, 41435, 8978, 398, 6156, 9778, 1211, 9957, 995, 8717, 47283, 3215, 34105, 41435, 8978, 398, 508, 1975, 1829, 8592, 4724, 1829, 19913, 1211, 43242, 7578, 34105, 20588, 15844, 41435], "avg_logprob": -0.2863729488654215, "compression_ratio": 1.5369127516778522, "no_speech_prob": 8.940696716308594e-06, "words": [{"start": 1641.77, "end": 1642.21, "word": "W", "probability": 0.350341796875}, {"start": 1642.21, "end": 1642.69, "word": " I", "probability": 0.568359375}, {"start": 1642.69, "end": 1643.05, "word": " و", "probability": 0.79052734375}, {"start": 1643.05, "end": 1643.27, "word": " J", "probability": 0.75634765625}, {"start": 1643.27, "end": 1645.23, "word": " لما", "probability": 0.57550048828125}, {"start": 1645.23, "end": 1645.51, "word": " نقول", "probability": 0.975830078125}, {"start": 1645.51, "end": 1646.03, "word": " انه", "probability": 0.33209228515625}, {"start": 1646.03, "end": 1646.75, "word": " ال", "probability": 0.76123046875}, {"start": 1646.75, "end": 1647.07, "word": " Alpha", "probability": 0.381591796875}, {"start": 1647.07, "end": 1647.35, "word": " هي", "probability": 0.89892578125}, {"start": 1647.35, "end": 1647.67, "word": " عبارة", "probability": 0.901123046875}, {"start": 1647.67, "end": 1647.85, "word": " عن", "probability": 0.98779296875}, {"start": 1647.85, "end": 1648.23, "word": " Phi", "probability": 0.29150390625}, {"start": 1648.23, "end": 1649.73, "word": " في", "probability": 0.460205078125}, {"start": 1649.73, "end": 1652.05, "word": " Lambda", "probability": 0.79052734375}, {"start": 1652.05, "end": 1652.67, "word": " على", "probability": 0.75048828125}, {"start": 1652.67, "end": 1654.13, "word": " Phi", "probability": 0.7783203125}, {"start": 1654.13, "end": 1654.59, "word": " Lambda", "probability": 0.7490234375}, {"start": 1654.59, "end": 1654.87, "word": " على", "probability": 0.8330078125}, {"start": 1654.87, "end": 1655.53, "word": " Phi", "probability": 0.951171875}, {"start": 1655.53, "end": 1655.83, "word": " و", "probability": 0.8603515625}, {"start": 1655.83, "end": 1656.39, "word": " ناخد", "probability": 0.9366861979166666}, {"start": 1656.39, "end": 1657.03, "word": " common", "probability": 0.8046875}, {"start": 1657.03, "end": 1658.55, "word": " Phi", "probability": 0.90625}, {"start": 1658.55, "end": 1659.53, "word": " في", "probability": 0.98046875}, {"start": 1659.53, "end": 1659.83, "word": " Y", "probability": 0.94970703125}, {"start": 1659.83, "end": 1660.99, "word": " فخلينا", "probability": 0.8005859375}, {"start": 1660.99, "end": 1661.31, "word": " ناخد", "probability": 0.9925130208333334}, {"start": 1661.31, "end": 1661.57, "word": " هنا", "probability": 0.96337890625}, {"start": 1661.57, "end": 1662.43, "word": " Phi", "probability": 0.9638671875}, {"start": 1662.43, "end": 1663.65, "word": " في", "probability": 0.98095703125}, {"start": 1663.65, "end": 1664.05, "word": " Y", "probability": 0.96923828125}, {"start": 1664.05, "end": 1664.95, "word": " J", "probability": 0.56884765625}, {"start": 1664.95, "end": 1665.51, "word": " ايش", "probability": 0.7291666666666666}, {"start": 1665.51, "end": 1665.79, "word": " بيظل", "probability": 0.82293701171875}, {"start": 1665.79, "end": 1666.11, "word": " عندى", "probability": 0.660400390625}, {"start": 1666.11, "end": 1666.33, "word": " هنا", "probability": 0.98291015625}, {"start": 1666.33, "end": 1667.33, "word": " Alpha", "probability": 0.93994140625}, {"start": 1667.33, "end": 1667.97, "word": " على", "probability": 0.84716796875}, {"start": 1667.97, "end": 1669.89, "word": " Phi", "probability": 0.95703125}], "temperature": 1.0}, {"id": 71, "seek": 169218, "start": 1670.84, "end": 1692.18, "text": "في X I مظبوط ناقص من W خلاص I و J طيب ال term هذا اتفقنا ان هو قيمة Lambda قيمة ال Lambda تمام فما خدناش ولا انخاف منها هي نفس المعادلة هي هي ولكن لإيجاد علاقة بين", "tokens": [41185, 1783, 286, 3714, 19913, 3555, 2407, 9566, 8717, 995, 4587, 9381, 9154, 343, 16490, 1211, 33546, 286, 4032, 508, 23032, 1829, 3555, 2423, 1433, 23758, 1975, 2655, 5172, 4587, 8315, 16472, 31439, 12174, 32640, 3660, 45691, 12174, 32640, 3660, 2423, 45691, 46811, 10943, 6156, 15042, 16490, 3215, 1863, 33599, 49429, 16472, 9778, 31845, 9154, 11296, 39896, 8717, 36178, 9673, 3615, 18513, 37977, 39896, 39896, 35525, 19452, 5296, 28814, 1829, 7435, 18513, 11203, 995, 28671, 49374], "avg_logprob": -0.18060065167290823, "compression_ratio": 1.5056179775280898, "no_speech_prob": 5.4836273193359375e-06, "words": [{"start": 1670.84, "end": 1671.14, "word": "في", "probability": 0.64013671875}, {"start": 1671.14, "end": 1671.58, "word": " X", "probability": 0.251220703125}, {"start": 1671.58, "end": 1672.54, "word": " I", "probability": 0.365234375}, {"start": 1672.54, "end": 1673.22, "word": " مظبوط", "probability": 0.847119140625}, {"start": 1673.22, "end": 1674.02, "word": " ناقص", "probability": 0.9315185546875}, {"start": 1674.02, "end": 1674.72, "word": " من", "probability": 0.97119140625}, {"start": 1674.72, "end": 1675.28, "word": " W", "probability": 0.87158203125}, {"start": 1675.28, "end": 1676.58, "word": " خلاص", "probability": 0.8653971354166666}, {"start": 1676.58, "end": 1677.18, "word": " I", "probability": 0.89501953125}, {"start": 1677.18, "end": 1677.56, "word": " و", "probability": 0.74658203125}, {"start": 1677.56, "end": 1677.76, "word": " J", "probability": 0.63427734375}, {"start": 1677.76, "end": 1678.98, "word": " طيب", "probability": 0.8932291666666666}, {"start": 1678.98, "end": 1679.28, "word": " ال", "probability": 0.94091796875}, {"start": 1679.28, "end": 1679.48, "word": " term", "probability": 0.90478515625}, {"start": 1679.48, "end": 1679.64, "word": " هذا", "probability": 0.716796875}, {"start": 1679.64, "end": 1680.04, "word": " اتفقنا", "probability": 0.9607421875}, {"start": 1680.04, "end": 1680.14, "word": " ان", "probability": 0.63134765625}, {"start": 1680.14, "end": 1680.3, "word": " هو", "probability": 0.50146484375}, {"start": 1680.3, "end": 1680.92, "word": " قيمة", "probability": 0.9931640625}, {"start": 1680.92, "end": 1682.14, "word": " Lambda", "probability": 0.394287109375}, {"start": 1682.14, "end": 1683.02, "word": " قيمة", "probability": 0.8241373697916666}, {"start": 1683.02, "end": 1684.14, "word": " ال", "probability": 0.796875}, {"start": 1684.14, "end": 1684.44, "word": " Lambda", "probability": 0.82177734375}, {"start": 1684.44, "end": 1684.96, "word": " تمام", "probability": 0.901123046875}, {"start": 1684.96, "end": 1686.7, "word": " فما", "probability": 0.889404296875}, {"start": 1686.7, "end": 1687.38, "word": " خدناش", "probability": 0.733642578125}, {"start": 1687.38, "end": 1687.6, "word": " ولا", "probability": 0.71435546875}, {"start": 1687.6, "end": 1688.04, "word": " انخاف", "probability": 0.80126953125}, {"start": 1688.04, "end": 1688.32, "word": " منها", "probability": 0.98828125}, {"start": 1688.32, "end": 1688.48, "word": " هي", "probability": 0.82861328125}, {"start": 1688.48, "end": 1688.68, "word": " نفس", "probability": 0.995361328125}, {"start": 1688.68, "end": 1689.18, "word": " المعادلة", "probability": 0.9908447265625}, {"start": 1689.18, "end": 1689.4, "word": " هي", "probability": 0.91748046875}, {"start": 1689.4, "end": 1689.7, "word": " هي", "probability": 0.8818359375}, {"start": 1689.7, "end": 1690.5, "word": " ولكن", "probability": 0.865234375}, {"start": 1690.5, "end": 1691.4, "word": " لإيجاد", "probability": 0.9455078125}, {"start": 1691.4, "end": 1691.88, "word": " علاقة", "probability": 0.9913736979166666}, {"start": 1691.88, "end": 1692.18, "word": " بين", "probability": 0.970703125}], "temperature": 1.0}, {"id": 72, "seek": 172178, "start": 1693.02, "end": 1721.78, "text": "الـ Alpha و الـ Phi و اللي سمناها Phi الـ forgetting factor فإذن كأنني بجيب معامل التذكر على النسيان معامل التذكر على النسيان طيب ال iteration اللي هو اللفات بتاعتنا في اللفة القادمة هنرجع لمين نعمل activation فال activation كانت رقم اتنين بس ال activation الآن هنعملها عالميا على ال W لجديدة W P plus واحد", "tokens": [6027, 39184, 20588, 4032, 2423, 39184, 41435, 4032, 13672, 1829, 8608, 2304, 8315, 11296, 41435, 2423, 39184, 25428, 5952, 6156, 28814, 8848, 1863, 9122, 33456, 22653, 4724, 7435, 1829, 3555, 20449, 10943, 1211, 16712, 8848, 37983, 15844, 28239, 3794, 1829, 7649, 20449, 10943, 1211, 16712, 8848, 37983, 15844, 28239, 3794, 1829, 7649, 23032, 1829, 3555, 2423, 24784, 13672, 1829, 31439, 13672, 5172, 9307, 39894, 995, 34268, 8315, 8978, 13672, 5172, 3660, 25062, 18513, 46007, 8032, 1863, 47341, 3615, 32767, 9957, 8717, 25957, 1211, 24433, 6156, 6027, 24433, 25961, 2655, 12602, 4587, 2304, 1975, 2655, 1863, 9957, 4724, 3794, 2423, 24433, 6024, 48506, 8032, 1863, 25957, 1211, 11296, 6225, 45340, 25528, 15844, 2423, 343, 5296, 7435, 16254, 41891, 343, 430, 1804, 36764, 24401], "avg_logprob": -0.16603150382274534, "compression_ratio": 1.8473282442748091, "no_speech_prob": 2.205371856689453e-06, "words": [{"start": 1693.02, "end": 1693.44, "word": "الـ", "probability": 0.852783203125}, {"start": 1693.44, "end": 1693.76, "word": " Alpha", "probability": 0.39111328125}, {"start": 1693.76, "end": 1694.44, "word": " و", "probability": 0.8564453125}, {"start": 1694.44, "end": 1695.46, "word": " الـ", "probability": 0.71826171875}, {"start": 1695.46, "end": 1695.88, "word": " Phi", "probability": 0.77685546875}, {"start": 1695.88, "end": 1696.34, "word": " و", "probability": 0.78125}, {"start": 1696.34, "end": 1696.5, "word": " اللي", "probability": 0.8544921875}, {"start": 1696.5, "end": 1697.16, "word": " سمناها", "probability": 0.8345947265625}, {"start": 1697.16, "end": 1697.54, "word": " Phi", "probability": 0.5322265625}, {"start": 1697.54, "end": 1697.76, "word": " الـ", "probability": 0.7333984375}, {"start": 1697.76, "end": 1698.04, "word": " forgetting", "probability": 0.256591796875}, {"start": 1698.04, "end": 1699.7, "word": " factor", "probability": 0.873046875}, {"start": 1699.7, "end": 1700.1, "word": " فإذن", "probability": 0.7115478515625}, {"start": 1700.1, "end": 1700.38, "word": " كأنني", "probability": 0.663330078125}, {"start": 1700.38, "end": 1700.64, "word": " بجيب", "probability": 0.9287109375}, {"start": 1700.64, "end": 1701.26, "word": " معامل", "probability": 0.9580078125}, {"start": 1701.26, "end": 1702.72, "word": " التذكر", "probability": 0.9557291666666666}, {"start": 1702.72, "end": 1702.94, "word": " على", "probability": 0.83349609375}, {"start": 1702.94, "end": 1703.48, "word": " النسيان", "probability": 0.9345703125}, {"start": 1703.48, "end": 1703.9, "word": " معامل", "probability": 0.83984375}, {"start": 1703.9, "end": 1704.42, "word": " التذكر", "probability": 0.9680989583333334}, {"start": 1704.42, "end": 1704.7, "word": " على", "probability": 0.9404296875}, {"start": 1704.7, "end": 1705.54, "word": " النسيان", "probability": 0.90771484375}, {"start": 1705.54, "end": 1706.4, "word": " طيب", "probability": 0.9248046875}, {"start": 1706.4, "end": 1706.92, "word": " ال", "probability": 0.966796875}, {"start": 1706.92, "end": 1707.36, "word": " iteration", "probability": 0.73828125}, {"start": 1707.36, "end": 1707.78, "word": " اللي", "probability": 0.97216796875}, {"start": 1707.78, "end": 1708.0, "word": " هو", "probability": 0.98681640625}, {"start": 1708.0, "end": 1709.3, "word": " اللفات", "probability": 0.9825846354166666}, {"start": 1709.3, "end": 1709.78, "word": " بتاعتنا", "probability": 0.9515380859375}, {"start": 1709.78, "end": 1709.98, "word": " في", "probability": 0.859375}, {"start": 1709.98, "end": 1710.3, "word": " اللفة", "probability": 0.9899088541666666}, {"start": 1710.3, "end": 1710.72, "word": " القادمة", "probability": 0.9915364583333334}, {"start": 1710.72, "end": 1711.26, "word": " هنرجع", "probability": 0.93798828125}, {"start": 1711.26, "end": 1711.6, "word": " لمين", "probability": 0.795166015625}, {"start": 1711.6, "end": 1711.88, "word": " نعمل", "probability": 0.9625651041666666}, {"start": 1711.88, "end": 1712.42, "word": " activation", "probability": 0.92529296875}, {"start": 1712.42, "end": 1712.96, "word": " فال", "probability": 0.94775390625}, {"start": 1712.96, "end": 1713.24, "word": " activation", "probability": 0.97900390625}, {"start": 1713.24, "end": 1713.64, "word": " كانت", "probability": 0.98486328125}, {"start": 1713.64, "end": 1713.88, "word": " رقم", "probability": 0.98486328125}, {"start": 1713.88, "end": 1714.28, "word": " اتنين", "probability": 0.85968017578125}, {"start": 1714.28, "end": 1714.68, "word": " بس", "probability": 0.98291015625}, {"start": 1714.68, "end": 1714.78, "word": " ال", "probability": 0.9775390625}, {"start": 1714.78, "end": 1715.12, "word": " activation", "probability": 0.9638671875}, {"start": 1715.12, "end": 1715.56, "word": " الآن", "probability": 0.59423828125}, {"start": 1715.56, "end": 1716.02, "word": " هنعملها", "probability": 0.98154296875}, {"start": 1716.02, "end": 1716.42, "word": " عالميا", "probability": 0.685546875}, {"start": 1716.42, "end": 1717.1, "word": " على", "probability": 0.72900390625}, {"start": 1717.1, "end": 1717.26, "word": " ال", "probability": 0.92041015625}, {"start": 1717.26, "end": 1717.7, "word": " W", "probability": 0.5888671875}, {"start": 1717.7, "end": 1718.76, "word": " لجديدة", "probability": 0.9090576171875}, {"start": 1718.76, "end": 1719.88, "word": " W", "probability": 0.73681640625}, {"start": 1719.88, "end": 1720.78, "word": " P", "probability": 0.68701171875}, {"start": 1720.78, "end": 1721.18, "word": " plus", "probability": 0.201171875}, {"start": 1721.18, "end": 1721.78, "word": " واحد", "probability": 0.903076171875}], "temperature": 1.0}, {"id": 73, "seek": 174952, "start": 1722.58, "end": 1749.52, "text": "صارت بي بلس وان بي بلس وان تمام فهذه هي ال iteration هتشوف مثال هتشوف مثال المثال هذا بشكل أساسي هيكون زي ما احنا شايفين عندنا خمسة factors الخمسة factors هدول بدنا انعرف الشبكة عليهم", "tokens": [9381, 9640, 2655, 4724, 1829, 4724, 1211, 3794, 4032, 7649, 4724, 1829, 4724, 1211, 3794, 4032, 7649, 46811, 10943, 6156, 3224, 24192, 39896, 2423, 24784, 8032, 2655, 8592, 38688, 50113, 6027, 8032, 2655, 8592, 38688, 50113, 6027, 9673, 12984, 6027, 23758, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 39896, 30544, 30767, 1829, 19446, 1975, 5016, 8315, 13412, 995, 33911, 9957, 43242, 8315, 16490, 2304, 3794, 3660, 6771, 33962, 2304, 3794, 3660, 6771, 8032, 3215, 12610, 47525, 8315, 16472, 3615, 28480, 25124, 3555, 4117, 3660, 25894, 16095], "avg_logprob": -0.20905172071237674, "compression_ratio": 1.7359550561797752, "no_speech_prob": 1.3709068298339844e-06, "words": [{"start": 1722.58, "end": 1723.16, "word": "صارت", "probability": 0.8185221354166666}, {"start": 1723.16, "end": 1724.36, "word": " بي", "probability": 0.6005859375}, {"start": 1724.36, "end": 1724.76, "word": " بلس", "probability": 0.6776529947916666}, {"start": 1724.76, "end": 1725.06, "word": " وان", "probability": 0.78076171875}, {"start": 1725.06, "end": 1725.6, "word": " بي", "probability": 0.6937255859375}, {"start": 1725.6, "end": 1725.92, "word": " بلس", "probability": 0.85546875}, {"start": 1725.92, "end": 1726.14, "word": " وان", "probability": 0.906982421875}, {"start": 1726.14, "end": 1726.54, "word": " تمام", "probability": 0.88232421875}, {"start": 1726.54, "end": 1727.62, "word": " فهذه", "probability": 0.7586263020833334}, {"start": 1727.62, "end": 1727.74, "word": " هي", "probability": 0.92626953125}, {"start": 1727.74, "end": 1727.8, "word": " ال", "probability": 0.73486328125}, {"start": 1727.8, "end": 1728.18, "word": " iteration", "probability": 0.59814453125}, {"start": 1728.18, "end": 1728.98, "word": " هتشوف", "probability": 0.8428955078125}, {"start": 1728.98, "end": 1729.34, "word": " مثال", "probability": 0.8486328125}, {"start": 1729.34, "end": 1731.24, "word": " هتشوف", "probability": 0.8994140625}, {"start": 1731.24, "end": 1731.64, "word": " مثال", "probability": 0.9375}, {"start": 1731.64, "end": 1732.24, "word": " المثال", "probability": 0.8551432291666666}, {"start": 1732.24, "end": 1732.38, "word": " هذا", "probability": 0.6572265625}, {"start": 1732.38, "end": 1733.34, "word": " بشكل", "probability": 0.9749348958333334}, {"start": 1733.34, "end": 1733.9, "word": " أساسي", "probability": 0.9586181640625}, {"start": 1733.9, "end": 1734.44, "word": " هيكون", "probability": 0.791748046875}, {"start": 1734.44, "end": 1734.58, "word": " زي", "probability": 0.87890625}, {"start": 1734.58, "end": 1734.64, "word": " ما", "probability": 0.94140625}, {"start": 1734.64, "end": 1734.78, "word": " احنا", "probability": 0.7770182291666666}, {"start": 1734.78, "end": 1735.06, "word": " شايفين", "probability": 0.8717041015625}, {"start": 1735.06, "end": 1735.56, "word": " عندنا", "probability": 0.536590576171875}, {"start": 1735.56, "end": 1736.6, "word": " خمسة", "probability": 0.962158203125}, {"start": 1736.6, "end": 1739.78, "word": " factors", "probability": 0.91357421875}, {"start": 1739.78, "end": 1741.76, "word": " الخمسة", "probability": 0.82537841796875}, {"start": 1741.76, "end": 1742.12, "word": " factors", "probability": 0.98779296875}, {"start": 1742.12, "end": 1743.06, "word": " هدول", "probability": 0.9435221354166666}, {"start": 1743.06, "end": 1747.3, "word": " بدنا", "probability": 0.95654296875}, {"start": 1747.3, "end": 1748.04, "word": " انعرف", "probability": 0.7283528645833334}, {"start": 1748.04, "end": 1749.06, "word": " الشبكة", "probability": 0.98486328125}, {"start": 1749.06, "end": 1749.52, "word": " عليهم", "probability": 0.98046875}], "temperature": 1.0}, {"id": 74, "seek": 178091, "start": 1760.77, "end": 1780.91, "text": "ال fact اللي ال vector الأول من ال five vectors هدول هو x1 فهذا input أول، sample أولى، فيها خمسة vector، خمسة elements في ال vector نفسه، فيه خمسة elements، التانية خمسة elements، تالتة خمسة elements، كله خمسات، فإذا كأنه ال neural network هي عبارة عن خمسة في ال input", "tokens": [6027, 1186, 13672, 1829, 2423, 8062, 16247, 12610, 9154, 2423, 1732, 18875, 8032, 3215, 12610, 31439, 2031, 16, 6156, 3224, 15730, 4846, 5551, 12610, 12399, 6889, 5551, 12610, 7578, 12399, 8978, 11296, 16490, 2304, 3794, 3660, 8062, 12399, 16490, 2304, 3794, 3660, 4959, 8978, 2423, 8062, 8717, 36178, 3224, 12399, 8978, 3224, 16490, 2304, 3794, 3660, 4959, 12399, 16712, 7649, 10632, 16490, 2304, 3794, 3660, 4959, 12399, 6055, 6027, 2655, 3660, 16490, 2304, 3794, 3660, 4959, 12399, 28242, 3224, 16490, 2304, 3794, 9307, 12399, 6156, 28814, 15730, 9122, 33456, 3224, 2423, 18161, 3209, 39896, 6225, 3555, 9640, 3660, 18871, 16490, 2304, 3794, 3660, 8978, 2423, 4846], "avg_logprob": -0.16910046450445584, "compression_ratio": 1.8894230769230769, "no_speech_prob": 1.430511474609375e-06, "words": [{"start": 1760.77, "end": 1761.07, "word": "ال", "probability": 0.91357421875}, {"start": 1761.07, "end": 1761.47, "word": " fact", "probability": 0.163330078125}, {"start": 1761.47, "end": 1761.81, "word": " اللي", "probability": 0.6529541015625}, {"start": 1761.81, "end": 1762.19, "word": " ال", "probability": 0.73046875}, {"start": 1762.19, "end": 1762.51, "word": " vector", "probability": 0.90478515625}, {"start": 1762.51, "end": 1763.05, "word": " الأول", "probability": 0.948486328125}, {"start": 1763.05, "end": 1764.13, "word": " من", "probability": 0.5263671875}, {"start": 1764.13, "end": 1764.29, "word": " ال", "probability": 0.96826171875}, {"start": 1764.29, "end": 1764.47, "word": " five", "probability": 0.7109375}, {"start": 1764.47, "end": 1764.89, "word": " vectors", "probability": 0.95703125}, {"start": 1764.89, "end": 1765.25, "word": " هدول", "probability": 0.9602864583333334}, {"start": 1765.25, "end": 1765.75, "word": " هو", "probability": 0.939453125}, {"start": 1765.75, "end": 1766.27, "word": " x1", "probability": 0.673583984375}, {"start": 1766.27, "end": 1766.63, "word": " فهذا", "probability": 0.7139485677083334}, {"start": 1766.63, "end": 1767.03, "word": " input", "probability": 0.94921875}, {"start": 1767.03, "end": 1768.29, "word": " أول،", "probability": 0.706787109375}, {"start": 1768.29, "end": 1768.65, "word": " sample", "probability": 0.59521484375}, {"start": 1768.65, "end": 1769.65, "word": " أولى،", "probability": 0.77593994140625}, {"start": 1769.65, "end": 1769.97, "word": " فيها", "probability": 0.95654296875}, {"start": 1769.97, "end": 1770.45, "word": " خمسة", "probability": 0.9393310546875}, {"start": 1770.45, "end": 1771.25, "word": " vector،", "probability": 0.61865234375}, {"start": 1771.25, "end": 1771.65, "word": " خمسة", "probability": 0.876953125}, {"start": 1771.65, "end": 1772.01, "word": " elements", "probability": 0.91162109375}, {"start": 1772.01, "end": 1772.41, "word": " في", "probability": 0.83544921875}, {"start": 1772.41, "end": 1772.51, "word": " ال", "probability": 0.9619140625}, {"start": 1772.51, "end": 1772.75, "word": " vector", "probability": 0.98486328125}, {"start": 1772.75, "end": 1773.51, "word": " نفسه،", "probability": 0.9595947265625}, {"start": 1773.51, "end": 1773.67, "word": " فيه", "probability": 0.68017578125}, {"start": 1773.67, "end": 1773.95, "word": " خمسة", "probability": 0.960693359375}, {"start": 1773.95, "end": 1774.63, "word": " elements،", "probability": 0.896484375}, {"start": 1774.63, "end": 1775.03, "word": " التانية", "probability": 0.9361979166666666}, {"start": 1775.03, "end": 1775.35, "word": " خمسة", "probability": 0.984619140625}, {"start": 1775.35, "end": 1775.77, "word": " elements،", "probability": 0.94970703125}, {"start": 1775.77, "end": 1776.01, "word": " تالتة", "probability": 0.8929443359375}, {"start": 1776.01, "end": 1776.31, "word": " خمسة", "probability": 0.992919921875}, {"start": 1776.31, "end": 1776.67, "word": " elements،", "probability": 0.910400390625}, {"start": 1776.67, "end": 1777.51, "word": " كله", "probability": 0.94580078125}, {"start": 1777.51, "end": 1778.01, "word": " خمسات،", "probability": 0.91826171875}, {"start": 1778.01, "end": 1778.25, "word": " فإذا", "probability": 0.83984375}, {"start": 1778.25, "end": 1778.73, "word": " كأنه", "probability": 0.91259765625}, {"start": 1778.73, "end": 1778.81, "word": " ال", "probability": 0.474853515625}, {"start": 1778.81, "end": 1779.07, "word": " neural", "probability": 0.96630859375}, {"start": 1779.07, "end": 1779.57, "word": " network", "probability": 0.96875}, {"start": 1779.57, "end": 1779.75, "word": " هي", "probability": 0.451904296875}, {"start": 1779.75, "end": 1780.01, "word": " عبارة", "probability": 0.990966796875}, {"start": 1780.01, "end": 1780.15, "word": " عن", "probability": 0.99609375}, {"start": 1780.15, "end": 1780.55, "word": " خمسة", "probability": 0.989501953125}, {"start": 1780.55, "end": 1780.63, "word": " في", "probability": 0.96630859375}, {"start": 1780.63, "end": 1780.71, "word": " ال", "probability": 0.90478515625}, {"start": 1780.71, "end": 1780.91, "word": " input", "probability": 0.953125}], "temperature": 1.0}, {"id": 75, "seek": 180661, "start": 1781.93, "end": 1806.61, "text": "ما دم انا باعطي .. بنعطي خمسة الهدف منها بتديها تعمل استذكار او matching اتعرف فإذا بدي يكون برضه عنده خمسة في ال output في ال output جيد جدا ممتاز حتى الآن هي ال X وهي ال Y الآن لو مسكنا", "tokens": [15042, 11778, 2304, 1975, 8315, 4724, 45761, 9566, 1829, 4386, 44945, 3615, 9566, 1829, 16490, 2304, 3794, 3660, 2423, 3224, 3215, 5172, 9154, 11296, 39894, 16254, 11296, 6055, 25957, 1211, 44713, 8848, 4117, 9640, 1975, 2407, 14324, 1975, 2655, 3615, 28480, 6156, 28814, 15730, 4724, 16254, 7251, 30544, 4724, 43042, 3224, 43242, 3224, 16490, 2304, 3794, 3660, 8978, 2423, 5598, 8978, 2423, 5598, 10874, 25708, 10874, 28259, 3714, 2304, 2655, 31377, 11331, 49975, 6024, 48506, 39896, 2423, 1783, 37037, 1829, 2423, 398, 6024, 48506, 45164, 47524, 4117, 8315], "avg_logprob": -0.29424156499712656, "compression_ratio": 1.6230366492146597, "no_speech_prob": 2.205371856689453e-06, "words": [{"start": 1781.93, "end": 1782.25, "word": "ما", "probability": 0.1572265625}, {"start": 1782.25, "end": 1782.37, "word": " دم", "probability": 0.71826171875}, {"start": 1782.37, "end": 1782.51, "word": " انا", "probability": 0.6746826171875}, {"start": 1782.51, "end": 1782.83, "word": " باعطي", "probability": 0.7470703125}, {"start": 1782.83, "end": 1783.63, "word": " ..", "probability": 0.196044921875}, {"start": 1783.63, "end": 1784.09, "word": " بنعطي", "probability": 0.775665283203125}, {"start": 1784.09, "end": 1784.43, "word": " خمسة", "probability": 0.9144287109375}, {"start": 1784.43, "end": 1785.23, "word": " الهدف", "probability": 0.963623046875}, {"start": 1785.23, "end": 1785.43, "word": " منها", "probability": 0.9501953125}, {"start": 1785.43, "end": 1785.99, "word": " بتديها", "probability": 0.5327962239583334}, {"start": 1785.99, "end": 1787.15, "word": " تعمل", "probability": 0.9241536458333334}, {"start": 1787.15, "end": 1787.77, "word": " استذكار", "probability": 0.818359375}, {"start": 1787.77, "end": 1788.01, "word": " او", "probability": 0.818359375}, {"start": 1788.01, "end": 1788.61, "word": " matching", "probability": 0.736328125}, {"start": 1788.61, "end": 1789.45, "word": " اتعرف", "probability": 0.781097412109375}, {"start": 1789.45, "end": 1790.19, "word": " فإذا", "probability": 0.7545572916666666}, {"start": 1790.19, "end": 1790.45, "word": " بدي", "probability": 0.714111328125}, {"start": 1790.45, "end": 1790.71, "word": " يكون", "probability": 0.6234130859375}, {"start": 1790.71, "end": 1791.21, "word": " برضه", "probability": 0.9430338541666666}, {"start": 1791.21, "end": 1792.51, "word": " عنده", "probability": 0.3822021484375}, {"start": 1792.51, "end": 1792.87, "word": " خمسة", "probability": 0.9788818359375}, {"start": 1792.87, "end": 1792.99, "word": " في", "probability": 0.95703125}, {"start": 1792.99, "end": 1793.07, "word": " ال", "probability": 0.96728515625}, {"start": 1793.07, "end": 1793.55, "word": " output", "probability": 0.9716796875}, {"start": 1793.55, "end": 1798.45, "word": " في", "probability": 0.744140625}, {"start": 1798.45, "end": 1798.67, "word": " ال", "probability": 0.98583984375}, {"start": 1798.67, "end": 1799.07, "word": " output", "probability": 0.99072265625}, {"start": 1799.07, "end": 1799.51, "word": " جيد", "probability": 0.881591796875}, {"start": 1799.51, "end": 1799.77, "word": " جدا", "probability": 0.995361328125}, {"start": 1799.77, "end": 1800.49, "word": " ممتاز", "probability": 0.825439453125}, {"start": 1800.49, "end": 1800.85, "word": " حتى", "probability": 0.858154296875}, {"start": 1800.85, "end": 1801.15, "word": " الآن", "probability": 0.796142578125}, {"start": 1801.15, "end": 1801.41, "word": " هي", "probability": 0.35400390625}, {"start": 1801.41, "end": 1801.57, "word": " ال", "probability": 0.8525390625}, {"start": 1801.57, "end": 1801.87, "word": " X", "probability": 0.6904296875}, {"start": 1801.87, "end": 1803.17, "word": " وهي", "probability": 0.788330078125}, {"start": 1803.17, "end": 1803.81, "word": " ال", "probability": 0.96728515625}, {"start": 1803.81, "end": 1804.05, "word": " Y", "probability": 0.9658203125}, {"start": 1804.05, "end": 1805.77, "word": " الآن", "probability": 0.650390625}, {"start": 1805.77, "end": 1806.13, "word": " لو", "probability": 0.9580078125}, {"start": 1806.13, "end": 1806.61, "word": " مسكنا", "probability": 0.83984375}], "temperature": 1.0}, {"id": 76, "seek": 181898, "start": 1808.08, "end": 1818.98, "text": "Neuron by Neuron نجد أن الـ Neuron الأول الشكل المدخلات تبعته هي الشكل المدخلات", "tokens": [45, 13629, 266, 538, 1734, 374, 266, 8717, 7435, 3215, 14739, 2423, 39184, 1734, 374, 266, 16247, 12610, 25124, 28820, 9673, 3215, 9778, 1211, 9307, 6055, 3555, 34268, 3224, 39896, 25124, 28820, 9673, 3215, 9778, 1211, 9307], "avg_logprob": -0.3238075532411274, "compression_ratio": 1.4367816091954022, "no_speech_prob": 0.0, "words": [{"start": 1808.08, "end": 1809.22, "word": "Neuron", "probability": 0.724853515625}, {"start": 1809.22, "end": 1809.4, "word": " by", "probability": 0.8515625}, {"start": 1809.4, "end": 1810.4, "word": " Neuron", "probability": 0.8225911458333334}, {"start": 1810.4, "end": 1812.56, "word": " نجد", "probability": 0.7015787760416666}, {"start": 1812.56, "end": 1812.74, "word": " أن", "probability": 0.5390625}, {"start": 1812.74, "end": 1812.96, "word": " الـ", "probability": 0.5157470703125}, {"start": 1812.96, "end": 1813.18, "word": " Neuron", "probability": 0.7854817708333334}, {"start": 1813.18, "end": 1813.8, "word": " الأول", "probability": 0.986572265625}, {"start": 1813.8, "end": 1815.08, "word": " الشكل", "probability": 0.648193359375}, {"start": 1815.08, "end": 1815.6, "word": " المدخلات", "probability": 0.94052734375}, {"start": 1815.6, "end": 1816.32, "word": " تبعته", "probability": 0.744476318359375}, {"start": 1816.32, "end": 1818.2, "word": " هي", "probability": 0.4033203125}, {"start": 1818.2, "end": 1818.48, "word": " الشكل", "probability": 0.764404296875}, {"start": 1818.48, "end": 1818.98, "word": " المدخلات", "probability": 0.97119140625}], "temperature": 1.0}, {"id": 77, "seek": 184366, "start": 1820.86, "end": 1843.66, "text": "طيب ليش احنا روحنا ل neuron by neuron؟ لأنه انا قاعد بدي اجسد ال .. ال hippian rule طب hip كان بتكلم عن neuron ماكانش بتكلم عن weights جوا كان بتكلم عن ال neuron نفسها بمعنى انه هل في matching بين two neurons مع بعض عشان اجول علاقة بينهم مش هي كانت الفكرة او مافيش matching", "tokens": [9566, 1829, 3555, 32239, 8592, 1975, 5016, 8315, 12602, 2407, 5016, 8315, 5296, 34090, 538, 34090, 22807, 5296, 33456, 3224, 1975, 8315, 12174, 995, 22488, 4724, 16254, 1975, 7435, 3794, 3215, 2423, 4386, 2423, 27745, 952, 4978, 23032, 3555, 8103, 25961, 39894, 4117, 19528, 18871, 34090, 19446, 41361, 8592, 39894, 4117, 19528, 18871, 17443, 10874, 14407, 25961, 39894, 4117, 19528, 18871, 2423, 34090, 8717, 36178, 11296, 4724, 2304, 3615, 1863, 7578, 16472, 3224, 8032, 1211, 8978, 14324, 49374, 732, 22027, 20449, 45030, 11242, 6225, 8592, 7649, 1975, 7435, 12610, 11203, 995, 28671, 49374, 16095, 37893, 39896, 25961, 2655, 27188, 4117, 25720, 1975, 2407, 19446, 41185, 8592, 14324], "avg_logprob": -0.17867476865649223, "compression_ratio": 1.71900826446281, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1820.86, "end": 1821.2, "word": "طيب", "probability": 0.9560546875}, {"start": 1821.2, "end": 1821.48, "word": " ليش", "probability": 0.8974609375}, {"start": 1821.48, "end": 1821.68, "word": " احنا", "probability": 0.9052734375}, {"start": 1821.68, "end": 1821.94, "word": " روحنا", "probability": 0.9453125}, {"start": 1821.94, "end": 1822.06, "word": " ل", "probability": 0.8916015625}, {"start": 1822.06, "end": 1822.34, "word": " neuron", "probability": 0.77880859375}, {"start": 1822.34, "end": 1822.62, "word": " by", "probability": 0.96044921875}, {"start": 1822.62, "end": 1823.64, "word": " neuron؟", "probability": 0.771728515625}, {"start": 1823.64, "end": 1824.02, "word": " لأنه", "probability": 0.8185221354166666}, {"start": 1824.02, "end": 1824.16, "word": " انا", "probability": 0.6456298828125}, {"start": 1824.16, "end": 1824.38, "word": " قاعد", "probability": 0.8216959635416666}, {"start": 1824.38, "end": 1824.66, "word": " بدي", "probability": 0.7440185546875}, {"start": 1824.66, "end": 1825.84, "word": " اجسد", "probability": 0.8978271484375}, {"start": 1825.84, "end": 1826.7, "word": " ال", "probability": 0.9912109375}, {"start": 1826.7, "end": 1826.7, "word": " ..", "probability": 0.6767578125}, {"start": 1826.7, "end": 1826.88, "word": " ال", "probability": 0.97412109375}, {"start": 1826.88, "end": 1827.2, "word": " hippian", "probability": 0.270294189453125}, {"start": 1827.2, "end": 1827.5, "word": " rule", "probability": 0.86865234375}, {"start": 1827.5, "end": 1828.16, "word": " طب", "probability": 0.74755859375}, {"start": 1828.16, "end": 1828.46, "word": " hip", "probability": 0.548828125}, {"start": 1828.46, "end": 1828.76, "word": " كان", "probability": 0.8408203125}, {"start": 1828.76, "end": 1829.16, "word": " بتكلم", "probability": 0.9488932291666666}, {"start": 1829.16, "end": 1829.38, "word": " عن", "probability": 0.9970703125}, {"start": 1829.38, "end": 1830.06, "word": " neuron", "probability": 0.65234375}, {"start": 1830.06, "end": 1831.12, "word": " ماكانش", "probability": 0.75048828125}, {"start": 1831.12, "end": 1831.52, "word": " بتكلم", "probability": 0.9274088541666666}, {"start": 1831.52, "end": 1831.74, "word": " عن", "probability": 0.98681640625}, {"start": 1831.74, "end": 1832.02, "word": " weights", "probability": 0.7451171875}, {"start": 1832.02, "end": 1832.38, "word": " جوا", "probability": 0.8720703125}, {"start": 1832.38, "end": 1833.12, "word": " كان", "probability": 0.4296875}, {"start": 1833.12, "end": 1833.46, "word": " بتكلم", "probability": 0.9485677083333334}, {"start": 1833.46, "end": 1833.66, "word": " عن", "probability": 0.99853515625}, {"start": 1833.66, "end": 1833.98, "word": " ال", "probability": 0.90771484375}, {"start": 1833.98, "end": 1834.38, "word": " neuron", "probability": 0.98095703125}, {"start": 1834.38, "end": 1834.9, "word": " نفسها", "probability": 0.9518229166666666}, {"start": 1834.9, "end": 1835.32, "word": " بمعنى", "probability": 0.9064453125}, {"start": 1835.32, "end": 1835.6, "word": " انه", "probability": 0.775146484375}, {"start": 1835.6, "end": 1835.92, "word": " هل", "probability": 0.978515625}, {"start": 1835.92, "end": 1836.04, "word": " في", "probability": 0.92919921875}, {"start": 1836.04, "end": 1836.54, "word": " matching", "probability": 0.884765625}, {"start": 1836.54, "end": 1836.96, "word": " بين", "probability": 0.98974609375}, {"start": 1836.96, "end": 1837.62, "word": " two", "probability": 0.9501953125}, {"start": 1837.62, "end": 1838.0, "word": " neurons", "probability": 0.98095703125}, {"start": 1838.0, "end": 1838.2, "word": " مع", "probability": 0.99658203125}, {"start": 1838.2, "end": 1838.52, "word": " بعض", "probability": 0.997802734375}, {"start": 1838.52, "end": 1839.0, "word": " عشان", "probability": 0.9698893229166666}, {"start": 1839.0, "end": 1839.66, "word": " اجول", "probability": 0.8077799479166666}, {"start": 1839.66, "end": 1840.18, "word": " علاقة", "probability": 0.9793294270833334}, {"start": 1840.18, "end": 1840.64, "word": " بينهم", "probability": 0.99072265625}, {"start": 1840.64, "end": 1840.86, "word": " مش", "probability": 0.7548828125}, {"start": 1840.86, "end": 1840.96, "word": " هي", "probability": 0.96337890625}, {"start": 1840.96, "end": 1841.2, "word": " كانت", "probability": 0.96630859375}, {"start": 1841.2, "end": 1841.54, "word": " الفكرة", "probability": 0.9931640625}, {"start": 1841.54, "end": 1842.42, "word": " او", "probability": 0.6925048828125}, {"start": 1842.42, "end": 1843.14, "word": " مافيش", "probability": 0.8606770833333334}, {"start": 1843.14, "end": 1843.66, "word": " matching", "probability": 0.8974609375}], "temperature": 1.0}, {"id": 78, "seek": 187259, "start": 1844.23, "end": 1872.59, "text": "أو ال association معدومة أو قليلة عشان أجلّ ال weight بينهم تمام؟ عشان هيك أنا الآن بدي أحط عيني على مين نيورون by نيورون لنيورون الأول إيش مدخلاته؟ صفر و صفر و صفر و صفر و صفر لكل ال five inputs لكل ال five inputs فإذا المتوقع إيش؟ المتوقع هنا", "tokens": [10721, 2407, 2423, 14598, 20449, 3215, 20498, 3660, 34051, 12174, 20292, 37977, 6225, 8592, 7649, 5551, 7435, 1211, 11703, 2423, 3364, 49374, 16095, 46811, 10943, 22807, 6225, 8592, 7649, 39896, 4117, 41850, 6024, 48506, 4724, 16254, 5551, 5016, 9566, 6225, 9957, 1829, 15844, 3714, 9957, 8717, 1829, 13063, 11536, 538, 8717, 1829, 13063, 11536, 5296, 1863, 1829, 13063, 11536, 16247, 12610, 11933, 1829, 8592, 3714, 3215, 9778, 1211, 9307, 3224, 22807, 20328, 5172, 2288, 4032, 20328, 5172, 2288, 4032, 20328, 5172, 2288, 4032, 20328, 5172, 2288, 4032, 20328, 5172, 2288, 5296, 28820, 2423, 1732, 15743, 5296, 28820, 2423, 1732, 15743, 6156, 28814, 15730, 9673, 2655, 30543, 3615, 11933, 1829, 8592, 22807, 9673, 2655, 30543, 3615, 34105], "avg_logprob": -0.1562499928678203, "compression_ratio": 1.8518518518518519, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 1844.23, "end": 1844.41, "word": "أو", "probability": 0.8857421875}, {"start": 1844.41, "end": 1844.49, "word": " ال", "probability": 0.9453125}, {"start": 1844.49, "end": 1845.03, "word": " association", "probability": 0.81103515625}, {"start": 1845.03, "end": 1846.23, "word": " معدومة", "probability": 0.924072265625}, {"start": 1846.23, "end": 1846.71, "word": " أو", "probability": 0.8759765625}, {"start": 1846.71, "end": 1847.57, "word": " قليلة", "probability": 0.9650065104166666}, {"start": 1847.57, "end": 1848.35, "word": " عشان", "probability": 0.9524739583333334}, {"start": 1848.35, "end": 1849.07, "word": " أجلّ", "probability": 0.7584228515625}, {"start": 1849.07, "end": 1849.25, "word": " ال", "probability": 0.61083984375}, {"start": 1849.25, "end": 1851.09, "word": " weight", "probability": 0.64013671875}, {"start": 1851.09, "end": 1851.81, "word": " بينهم", "probability": 0.978759765625}, {"start": 1851.81, "end": 1852.27, "word": " تمام؟", "probability": 0.6468912760416666}, {"start": 1852.27, "end": 1852.61, "word": " عشان", "probability": 0.9539388020833334}, {"start": 1852.61, "end": 1852.73, "word": " هيك", "probability": 0.662353515625}, {"start": 1852.73, "end": 1852.85, "word": " أنا", "probability": 0.68017578125}, {"start": 1852.85, "end": 1853.05, "word": " الآن", "probability": 0.5689697265625}, {"start": 1853.05, "end": 1853.27, "word": " بدي", "probability": 0.6392822265625}, {"start": 1853.27, "end": 1853.63, "word": " أحط", "probability": 0.9337565104166666}, {"start": 1853.63, "end": 1853.93, "word": " عيني", "probability": 0.9783528645833334}, {"start": 1853.93, "end": 1854.07, "word": " على", "probability": 0.75634765625}, {"start": 1854.07, "end": 1854.37, "word": " مين", "probability": 0.80029296875}, {"start": 1854.37, "end": 1855.67, "word": " نيورون", "probability": 0.6943359375}, {"start": 1855.67, "end": 1855.91, "word": " by", "probability": 0.759765625}, {"start": 1855.91, "end": 1856.39, "word": " نيورون", "probability": 0.978515625}, {"start": 1856.39, "end": 1857.07, "word": " لنيورون", "probability": 0.8505859375}, {"start": 1857.07, "end": 1857.65, "word": " الأول", "probability": 0.983154296875}, {"start": 1857.65, "end": 1857.91, "word": " إيش", "probability": 0.81396484375}, {"start": 1857.91, "end": 1858.91, "word": " مدخلاته؟", "probability": 0.9234793526785714}, {"start": 1858.91, "end": 1859.29, "word": " صفر", "probability": 0.9420572916666666}, {"start": 1859.29, "end": 1859.69, "word": " و", "probability": 0.83740234375}, {"start": 1859.69, "end": 1860.01, "word": " صفر", "probability": 0.8746744791666666}, {"start": 1860.01, "end": 1860.39, "word": " و", "probability": 0.9462890625}, {"start": 1860.39, "end": 1860.77, "word": " صفر", "probability": 0.97021484375}, {"start": 1860.77, "end": 1861.09, "word": " و", "probability": 0.84521484375}, {"start": 1861.09, "end": 1861.43, "word": " صفر", "probability": 0.9552408854166666}, {"start": 1861.43, "end": 1861.71, "word": " و", "probability": 0.95703125}, {"start": 1861.71, "end": 1862.07, "word": " صفر", "probability": 0.9612630208333334}, {"start": 1862.07, "end": 1863.03, "word": " لكل", "probability": 0.956298828125}, {"start": 1863.03, "end": 1864.19, "word": " ال", "probability": 0.95361328125}, {"start": 1864.19, "end": 1864.63, "word": " five", "probability": 0.89794921875}, {"start": 1864.63, "end": 1866.11, "word": " inputs", "probability": 0.859375}, {"start": 1866.11, "end": 1867.17, "word": " لكل", "probability": 0.927978515625}, {"start": 1867.17, "end": 1867.29, "word": " ال", "probability": 0.96044921875}, {"start": 1867.29, "end": 1867.51, "word": " five", "probability": 0.91650390625}, {"start": 1867.51, "end": 1867.87, "word": " inputs", "probability": 0.912109375}, {"start": 1867.87, "end": 1868.71, "word": " فإذا", "probability": 0.849609375}, {"start": 1868.71, "end": 1870.85, "word": " المتوقع", "probability": 0.9810791015625}, {"start": 1870.85, "end": 1871.41, "word": " إيش؟", "probability": 0.8824462890625}, {"start": 1871.41, "end": 1872.35, "word": " المتوقع", "probability": 0.9920654296875}, {"start": 1872.35, "end": 1872.59, "word": " هنا", "probability": 0.99609375}], "temperature": 1.0}, {"id": 79, "seek": 190133, "start": 1874.47, "end": 1901.33, "text": "هذا التوقع لأنه هو initially إحنا بنعطي ال connection بين كل input و ال output تبعه قيمة عالية و ال other zeros إلى أن يثبت العكس إلى أن يثبت العكس يعني بمبدأيا ال weight بتاعتنا هنا أو مجموعة ال weights matrix بتاعتنا إذا خمسة في خمسة هتكون عبارة عن one one one one one otherwise zeros", "tokens": [3224, 15730, 16712, 30543, 3615, 5296, 33456, 3224, 31439, 9105, 11933, 5016, 8315, 44945, 3615, 9566, 1829, 2423, 4984, 49374, 28242, 4846, 4032, 2423, 5598, 6055, 3555, 3615, 3224, 12174, 32640, 3660, 6225, 6027, 10632, 4032, 2423, 661, 35193, 30731, 14739, 7251, 12984, 3555, 2655, 18863, 4117, 3794, 30731, 14739, 7251, 12984, 3555, 2655, 18863, 4117, 3794, 37495, 22653, 4724, 2304, 44510, 10721, 25528, 2423, 3364, 39894, 995, 34268, 8315, 34105, 34051, 3714, 7435, 2304, 2407, 27884, 2423, 17443, 8141, 39894, 995, 34268, 8315, 11933, 15730, 16490, 2304, 3794, 3660, 8978, 16490, 2304, 3794, 3660, 8032, 2655, 30544, 6225, 3555, 9640, 3660, 18871, 472, 472, 472, 472, 472, 5911, 35193], "avg_logprob": -0.13689470586476024, "compression_ratio": 1.7439024390243902, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 1874.47, "end": 1874.75, "word": "هذا", "probability": 0.904541015625}, {"start": 1874.75, "end": 1875.25, "word": " التوقع", "probability": 0.9345703125}, {"start": 1875.25, "end": 1875.71, "word": " لأنه", "probability": 0.8318684895833334}, {"start": 1875.71, "end": 1875.89, "word": " هو", "probability": 0.73583984375}, {"start": 1875.89, "end": 1876.39, "word": " initially", "probability": 0.2000732421875}, {"start": 1876.39, "end": 1877.11, "word": " إحنا", "probability": 0.75732421875}, {"start": 1877.11, "end": 1877.87, "word": " بنعطي", "probability": 0.956787109375}, {"start": 1877.87, "end": 1878.15, "word": " ال", "probability": 0.9853515625}, {"start": 1878.15, "end": 1878.63, "word": " connection", "probability": 0.86865234375}, {"start": 1878.63, "end": 1879.23, "word": " بين", "probability": 0.9609375}, {"start": 1879.23, "end": 1879.57, "word": " كل", "probability": 0.98876953125}, {"start": 1879.57, "end": 1880.15, "word": " input", "probability": 0.97216796875}, {"start": 1880.15, "end": 1880.39, "word": " و", "probability": 0.6279296875}, {"start": 1880.39, "end": 1880.47, "word": " ال", "probability": 0.62353515625}, {"start": 1880.47, "end": 1880.73, "word": " output", "probability": 0.9736328125}, {"start": 1880.73, "end": 1881.31, "word": " تبعه", "probability": 0.9127197265625}, {"start": 1881.31, "end": 1881.97, "word": " قيمة", "probability": 0.9873046875}, {"start": 1881.97, "end": 1882.37, "word": " عالية", "probability": 0.9947916666666666}, {"start": 1882.37, "end": 1882.69, "word": " و", "probability": 0.796875}, {"start": 1882.69, "end": 1882.79, "word": " ال", "probability": 0.94873046875}, {"start": 1882.79, "end": 1883.03, "word": " other", "probability": 0.5703125}, {"start": 1883.03, "end": 1883.57, "word": " zeros", "probability": 0.70556640625}, {"start": 1883.57, "end": 1884.19, "word": " إلى", "probability": 0.703125}, {"start": 1884.19, "end": 1884.47, "word": " أن", "probability": 0.919921875}, {"start": 1884.47, "end": 1884.91, "word": " يثبت", "probability": 0.9959716796875}, {"start": 1884.91, "end": 1885.45, "word": " العكس", "probability": 0.9944661458333334}, {"start": 1885.45, "end": 1885.89, "word": " إلى", "probability": 0.2025146484375}, {"start": 1885.89, "end": 1886.03, "word": " أن", "probability": 0.93115234375}, {"start": 1886.03, "end": 1886.51, "word": " يثبت", "probability": 0.9971923828125}, {"start": 1886.51, "end": 1887.35, "word": " العكس", "probability": 0.9967447916666666}, {"start": 1887.35, "end": 1888.41, "word": " يعني", "probability": 0.888427734375}, {"start": 1888.41, "end": 1889.15, "word": " بمبدأيا", "probability": 0.8173828125}, {"start": 1889.15, "end": 1889.69, "word": " ال", "probability": 0.99169921875}, {"start": 1889.69, "end": 1889.99, "word": " weight", "probability": 0.94580078125}, {"start": 1889.99, "end": 1890.49, "word": " بتاعتنا", "probability": 0.9366455078125}, {"start": 1890.49, "end": 1890.81, "word": " هنا", "probability": 0.99169921875}, {"start": 1890.81, "end": 1892.23, "word": " أو", "probability": 0.69091796875}, {"start": 1892.23, "end": 1892.55, "word": " مجموعة", "probability": 0.98642578125}, {"start": 1892.55, "end": 1892.71, "word": " ال", "probability": 0.9951171875}, {"start": 1892.71, "end": 1892.99, "word": " weights", "probability": 0.61572265625}, {"start": 1892.99, "end": 1893.85, "word": " matrix", "probability": 0.79248046875}, {"start": 1893.85, "end": 1894.71, "word": " بتاعتنا", "probability": 0.971923828125}, {"start": 1894.71, "end": 1895.07, "word": " إذا", "probability": 0.94873046875}, {"start": 1895.07, "end": 1895.39, "word": " خمسة", "probability": 0.876708984375}, {"start": 1895.39, "end": 1895.49, "word": " في", "probability": 0.89111328125}, {"start": 1895.49, "end": 1895.97, "word": " خمسة", "probability": 0.992919921875}, {"start": 1895.97, "end": 1896.45, "word": " هتكون", "probability": 0.88720703125}, {"start": 1896.45, "end": 1896.79, "word": " عبارة", "probability": 0.974609375}, {"start": 1896.79, "end": 1896.95, "word": " عن", "probability": 0.99169921875}, {"start": 1896.95, "end": 1897.23, "word": " one", "probability": 0.8720703125}, {"start": 1897.23, "end": 1897.97, "word": " one", "probability": 0.68603515625}, {"start": 1897.97, "end": 1898.71, "word": " one", "probability": 0.9345703125}, {"start": 1898.71, "end": 1899.47, "word": " one", "probability": 0.94482421875}, {"start": 1899.47, "end": 1899.93, "word": " one", "probability": 0.83203125}, {"start": 1899.93, "end": 1900.57, "word": " otherwise", "probability": 0.65478515625}, {"start": 1900.57, "end": 1901.33, "word": " zeros", "probability": 0.7744140625}], "temperature": 1.0}, {"id": 80, "seek": 193021, "start": 1903.67, "end": 1930.21, "text": "otherwise هتكون عبارة عن zeros بحيث انه كل input هو قوي لل output تبعه بس هدى by default initially بسمة هل هي الصح؟ لأ مش هي الصح طيب نيجي نتوقع ايش اللى بده يصير فعليا اللى هسير حقيقة انه اذا ال node الأولى zeros معناته هي unactivated معناته هي فعليا", "tokens": [802, 3711, 8032, 2655, 30544, 6225, 3555, 9640, 3660, 18871, 35193, 4724, 5016, 1829, 12984, 16472, 3224, 28242, 4846, 31439, 12174, 45865, 24976, 5598, 6055, 3555, 3615, 3224, 4724, 3794, 8032, 3215, 7578, 538, 7576, 9105, 4724, 38251, 3660, 8032, 1211, 39896, 31767, 5016, 22807, 5296, 10721, 37893, 39896, 31767, 5016, 23032, 1829, 3555, 8717, 1829, 7435, 1829, 8717, 2655, 30543, 3615, 1975, 1829, 8592, 13672, 7578, 47525, 3224, 7251, 9381, 13546, 6156, 3615, 20292, 995, 13672, 7578, 8032, 3794, 13546, 11331, 38436, 28671, 16472, 3224, 1975, 15730, 2423, 9984, 16247, 12610, 7578, 35193, 20449, 8315, 47395, 39896, 517, 23397, 770, 20449, 8315, 47395, 39896, 6156, 3615, 20292, 995], "avg_logprob": -0.20042613311247393, "compression_ratio": 1.5918367346938775, "no_speech_prob": 2.384185791015625e-06, "words": [{"start": 1903.67, "end": 1904.47, "word": "otherwise", "probability": 0.6824951171875}, {"start": 1904.47, "end": 1905.05, "word": " هتكون", "probability": 0.8795572916666666}, {"start": 1905.05, "end": 1905.43, "word": " عبارة", "probability": 0.9906005859375}, {"start": 1905.43, "end": 1905.67, "word": " عن", "probability": 0.9951171875}, {"start": 1905.67, "end": 1906.77, "word": " zeros", "probability": 0.75146484375}, {"start": 1906.77, "end": 1907.55, "word": " بحيث", "probability": 0.9776611328125}, {"start": 1907.55, "end": 1907.95, "word": " انه", "probability": 0.656982421875}, {"start": 1907.95, "end": 1908.29, "word": " كل", "probability": 0.970703125}, {"start": 1908.29, "end": 1909.07, "word": " input", "probability": 0.97412109375}, {"start": 1909.07, "end": 1909.63, "word": " هو", "probability": 0.98388671875}, {"start": 1909.63, "end": 1910.11, "word": " قوي", "probability": 0.81689453125}, {"start": 1910.11, "end": 1910.45, "word": " لل", "probability": 0.90673828125}, {"start": 1910.45, "end": 1910.73, "word": " output", "probability": 0.98388671875}, {"start": 1910.73, "end": 1911.17, "word": " تبعه", "probability": 0.9395751953125}, {"start": 1911.17, "end": 1911.65, "word": " بس", "probability": 0.966796875}, {"start": 1911.65, "end": 1912.99, "word": " هدى", "probability": 0.433349609375}, {"start": 1912.99, "end": 1913.23, "word": " by", "probability": 0.9150390625}, {"start": 1913.23, "end": 1913.81, "word": " default", "probability": 0.98486328125}, {"start": 1913.81, "end": 1915.07, "word": " initially", "probability": 0.52294921875}, {"start": 1915.07, "end": 1915.61, "word": " بسمة", "probability": 0.4888509114583333}, {"start": 1915.61, "end": 1915.77, "word": " هل", "probability": 0.799560546875}, {"start": 1915.77, "end": 1915.89, "word": " هي", "probability": 0.90234375}, {"start": 1915.89, "end": 1916.33, "word": " الصح؟", "probability": 0.7981770833333334}, {"start": 1916.33, "end": 1916.47, "word": " لأ", "probability": 0.85302734375}, {"start": 1916.47, "end": 1916.57, "word": " مش", "probability": 0.8935546875}, {"start": 1916.57, "end": 1916.69, "word": " هي", "probability": 0.8994140625}, {"start": 1916.69, "end": 1917.05, "word": " الصح", "probability": 0.988525390625}, {"start": 1917.05, "end": 1917.65, "word": " طيب", "probability": 0.8548177083333334}, {"start": 1917.65, "end": 1919.49, "word": " نيجي", "probability": 0.7313232421875}, {"start": 1919.49, "end": 1920.01, "word": " نتوقع", "probability": 0.984130859375}, {"start": 1920.01, "end": 1920.17, "word": " ايش", "probability": 0.7984212239583334}, {"start": 1920.17, "end": 1920.29, "word": " اللى", "probability": 0.783447265625}, {"start": 1920.29, "end": 1920.47, "word": " بده", "probability": 0.5718994140625}, {"start": 1920.47, "end": 1920.79, "word": " يصير", "probability": 0.9833984375}, {"start": 1920.79, "end": 1921.37, "word": " فعليا", "probability": 0.9117431640625}, {"start": 1921.37, "end": 1921.69, "word": " اللى", "probability": 0.941162109375}, {"start": 1921.69, "end": 1922.01, "word": " هسير", "probability": 0.6797688802083334}, {"start": 1922.01, "end": 1922.51, "word": " حقيقة", "probability": 0.91650390625}, {"start": 1922.51, "end": 1923.23, "word": " انه", "probability": 0.92138671875}, {"start": 1923.23, "end": 1923.77, "word": " اذا", "probability": 0.84326171875}, {"start": 1923.77, "end": 1923.97, "word": " ال", "probability": 0.88916015625}, {"start": 1923.97, "end": 1924.19, "word": " node", "probability": 0.9140625}, {"start": 1924.19, "end": 1924.95, "word": " الأولى", "probability": 0.7884928385416666}, {"start": 1924.95, "end": 1925.87, "word": " zeros", "probability": 0.8916015625}, {"start": 1925.87, "end": 1927.21, "word": " معناته", "probability": 0.9581705729166666}, {"start": 1927.21, "end": 1927.41, "word": " هي", "probability": 0.6103515625}, {"start": 1927.41, "end": 1928.13, "word": " unactivated", "probability": 0.7473958333333334}, {"start": 1928.13, "end": 1929.01, "word": " معناته", "probability": 0.9591471354166666}, {"start": 1929.01, "end": 1929.33, "word": " هي", "probability": 0.90380859375}, {"start": 1929.33, "end": 1930.21, "word": " فعليا", "probability": 0.9456787109375}], "temperature": 1.0}, {"id": 81, "seek": 195498, "start": 1930.92, "end": 1954.98, "text": "مش مؤثرة هي دايما صفر هي دايما صفر فمتوقعش انه مجموعة ال ال weights بتاعتها هنا هيكونوا عالين او مؤثرين مش متوقع كتير تمام التانية التانية هتكون عبارة عن إيش", "tokens": [2304, 8592, 3714, 33604, 12984, 25720, 39896, 11778, 47302, 15042, 20328, 5172, 2288, 39896, 11778, 47302, 15042, 20328, 5172, 2288, 6156, 2304, 2655, 30543, 3615, 8592, 16472, 3224, 3714, 7435, 2304, 2407, 27884, 2423, 2423, 17443, 39894, 995, 34268, 11296, 34105, 39896, 30544, 14407, 6225, 6027, 9957, 1975, 2407, 3714, 33604, 49115, 9957, 37893, 44650, 30543, 3615, 9122, 2655, 13546, 46811, 10943, 16712, 7649, 10632, 16712, 7649, 10632, 8032, 2655, 30544, 6225, 3555, 9640, 3660, 18871, 11933, 1829, 8592], "avg_logprob": -0.15390625335276126, "compression_ratio": 1.7267080745341614, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 1930.92, "end": 1931.26, "word": "مش", "probability": 0.9443359375}, {"start": 1931.26, "end": 1931.86, "word": " مؤثرة", "probability": 0.888671875}, {"start": 1931.86, "end": 1932.4, "word": " هي", "probability": 0.513671875}, {"start": 1932.4, "end": 1932.66, "word": " دايما", "probability": 0.9348958333333334}, {"start": 1932.66, "end": 1933.1, "word": " صفر", "probability": 0.9676106770833334}, {"start": 1933.1, "end": 1933.74, "word": " هي", "probability": 0.288330078125}, {"start": 1933.74, "end": 1933.98, "word": " دايما", "probability": 0.9573567708333334}, {"start": 1933.98, "end": 1934.38, "word": " صفر", "probability": 0.9939778645833334}, {"start": 1934.38, "end": 1935.34, "word": " فمتوقعش", "probability": 0.8788248697916666}, {"start": 1935.34, "end": 1935.8, "word": " انه", "probability": 0.679443359375}, {"start": 1935.8, "end": 1936.64, "word": " مجموعة", "probability": 0.91044921875}, {"start": 1936.64, "end": 1936.88, "word": " ال", "probability": 0.99609375}, {"start": 1936.88, "end": 1937.94, "word": " ال", "probability": 0.25439453125}, {"start": 1937.94, "end": 1938.2, "word": " weights", "probability": 0.83837890625}, {"start": 1938.2, "end": 1938.78, "word": " بتاعتها", "probability": 0.83819580078125}, {"start": 1938.78, "end": 1939.08, "word": " هنا", "probability": 0.98486328125}, {"start": 1939.08, "end": 1940.66, "word": " هيكونوا", "probability": 0.8274739583333334}, {"start": 1940.66, "end": 1941.04, "word": " عالين", "probability": 0.7491861979166666}, {"start": 1941.04, "end": 1941.18, "word": " او", "probability": 0.91357421875}, {"start": 1941.18, "end": 1942.02, "word": " مؤثرين", "probability": 0.9471435546875}, {"start": 1942.02, "end": 1944.3, "word": " مش", "probability": 0.91845703125}, {"start": 1944.3, "end": 1944.78, "word": " متوقع", "probability": 0.95849609375}, {"start": 1944.78, "end": 1945.22, "word": " كتير", "probability": 0.9903971354166666}, {"start": 1945.22, "end": 1946.02, "word": " تمام", "probability": 0.876708984375}, {"start": 1946.02, "end": 1947.0, "word": " التانية", "probability": 0.9529622395833334}, {"start": 1947.0, "end": 1953.96, "word": " التانية", "probability": 0.953125}, {"start": 1953.96, "end": 1954.26, "word": " هتكون", "probability": 0.943359375}, {"start": 1954.26, "end": 1954.54, "word": " عبارة", "probability": 0.977783203125}, {"start": 1954.54, "end": 1954.7, "word": " عن", "probability": 0.9873046875}, {"start": 1954.7, "end": 1954.98, "word": " إيش", "probability": 0.7757975260416666}], "temperature": 1.0}, {"id": 82, "seek": 198489, "start": 1956.69, "end": 1984.89, "text": "صفر واحد صفر صفر واحد تمام التالتة صفر صفر صفر واحد صفر الرابعة صفر صفر واحد صفر صفر الخامسة صفر واحد صفر صفر واحد طب هات نمسكهم ال neurons هدولة مين ممكن يكون مرتبط مع التاني", "tokens": [9381, 5172, 2288, 36764, 24401, 20328, 5172, 2288, 20328, 5172, 2288, 36764, 24401, 46811, 10943, 16712, 6027, 2655, 3660, 20328, 5172, 2288, 20328, 5172, 2288, 20328, 5172, 2288, 36764, 24401, 20328, 5172, 2288, 34892, 16758, 27884, 20328, 5172, 2288, 20328, 5172, 2288, 36764, 24401, 20328, 5172, 2288, 20328, 5172, 2288, 33962, 10943, 3794, 3660, 20328, 5172, 2288, 36764, 24401, 20328, 5172, 2288, 20328, 5172, 2288, 36764, 24401, 23032, 3555, 8032, 9307, 8717, 2304, 3794, 4117, 16095, 2423, 22027, 8032, 3215, 12610, 3660, 3714, 9957, 3714, 43020, 7251, 30544, 3714, 43500, 3555, 9566, 20449, 16712, 7649, 1829], "avg_logprob": -0.06435245091153174, "compression_ratio": 2.2, "no_speech_prob": 0.0, "words": [{"start": 1956.69, "end": 1957.27, "word": "صفر", "probability": 0.754638671875}, {"start": 1957.27, "end": 1958.37, "word": " واحد", "probability": 0.907470703125}, {"start": 1958.37, "end": 1959.07, "word": " صفر", "probability": 0.97607421875}, {"start": 1959.07, "end": 1959.83, "word": " صفر", "probability": 0.9894205729166666}, {"start": 1959.83, "end": 1960.95, "word": " واحد", "probability": 0.989501953125}, {"start": 1960.95, "end": 1963.19, "word": " تمام", "probability": 0.931640625}, {"start": 1963.19, "end": 1965.01, "word": " التالتة", "probability": 0.9573974609375}, {"start": 1965.01, "end": 1967.07, "word": " صفر", "probability": 0.9607747395833334}, {"start": 1967.07, "end": 1967.63, "word": " صفر", "probability": 0.9957682291666666}, {"start": 1967.63, "end": 1968.27, "word": " صفر", "probability": 0.9964192708333334}, {"start": 1968.27, "end": 1969.17, "word": " واحد", "probability": 0.987548828125}, {"start": 1969.17, "end": 1969.89, "word": " صفر", "probability": 0.9894205729166666}, {"start": 1969.89, "end": 1971.07, "word": " الرابعة", "probability": 0.8302408854166666}, {"start": 1971.07, "end": 1972.33, "word": " صفر", "probability": 0.9742838541666666}, {"start": 1972.33, "end": 1972.81, "word": " صفر", "probability": 0.99658203125}, {"start": 1972.81, "end": 1973.97, "word": " واحد", "probability": 0.994384765625}, {"start": 1973.97, "end": 1974.71, "word": " صفر", "probability": 0.994140625}, {"start": 1974.71, "end": 1975.37, "word": " صفر", "probability": 0.97705078125}, {"start": 1975.37, "end": 1977.09, "word": " الخامسة", "probability": 0.974609375}, {"start": 1977.09, "end": 1977.85, "word": " صفر", "probability": 0.99169921875}, {"start": 1977.85, "end": 1978.53, "word": " واحد", "probability": 0.9921875}, {"start": 1978.53, "end": 1978.89, "word": " صفر", "probability": 0.9970703125}, {"start": 1978.89, "end": 1979.21, "word": " صفر", "probability": 0.9933268229166666}, {"start": 1979.21, "end": 1979.63, "word": " واحد", "probability": 0.994873046875}, {"start": 1979.63, "end": 1980.39, "word": " طب", "probability": 0.840087890625}, {"start": 1980.39, "end": 1980.53, "word": " هات", "probability": 0.884521484375}, {"start": 1980.53, "end": 1981.01, "word": " نمسكهم", "probability": 0.8880859375}, {"start": 1981.01, "end": 1981.11, "word": " ال", "probability": 0.685546875}, {"start": 1981.11, "end": 1981.43, "word": " neurons", "probability": 0.91796875}, {"start": 1981.43, "end": 1982.13, "word": " هدولة", "probability": 0.9110107421875}, {"start": 1982.13, "end": 1982.41, "word": " مين", "probability": 0.80224609375}, {"start": 1982.41, "end": 1982.69, "word": " ممكن", "probability": 0.983642578125}, {"start": 1982.69, "end": 1983.05, "word": " يكون", "probability": 0.994140625}, {"start": 1983.05, "end": 1984.21, "word": " مرتبط", "probability": 0.991943359375}, {"start": 1984.21, "end": 1984.35, "word": " مع", "probability": 0.99609375}, {"start": 1984.35, "end": 1984.89, "word": " التاني", "probability": 0.9754231770833334}], "temperature": 1.0}, {"id": 83, "seek": 201198, "start": 1986.24, "end": 2011.98, "text": "أو مشابه للتاني خمس أصفار، في واحد منهم خمس أصفار؟ أطلاقًا مافيش، طيب هنا واحد صفر واحد صفر صفر واحد هو وخمسة هو وخمسة، هفهم أيش؟ هفهم معناته إنه اتنين النيورون التانية والنيورون الخامسة في association between them مرتبطين ببعض، لما هذه بتزيد هذه بتزيد", "tokens": [10721, 2407, 37893, 16758, 3224, 24976, 2655, 7649, 1829, 16490, 2304, 3794, 5551, 9381, 5172, 9640, 12399, 8978, 36764, 24401, 9154, 16095, 16490, 2304, 3794, 5551, 9381, 5172, 9640, 22807, 5551, 9566, 15040, 4587, 14111, 995, 19446, 41185, 8592, 12399, 23032, 1829, 3555, 34105, 36764, 24401, 20328, 5172, 2288, 36764, 24401, 20328, 5172, 2288, 20328, 5172, 2288, 36764, 24401, 31439, 4032, 9778, 2304, 3794, 3660, 31439, 4032, 9778, 2304, 3794, 3660, 12399, 8032, 5172, 16095, 36632, 8592, 22807, 8032, 5172, 16095, 20449, 8315, 47395, 36145, 3224, 1975, 2655, 1863, 9957, 2423, 22653, 13063, 11536, 16712, 7649, 10632, 4032, 6027, 22653, 13063, 11536, 33962, 10943, 3794, 3660, 8978, 14598, 1296, 552, 3714, 43500, 3555, 9566, 9957, 4724, 3555, 3615, 11242, 12399, 5296, 15042, 29538, 39894, 11622, 25708, 29538, 39894, 11622, 25708], "avg_logprob": -0.19239026171560505, "compression_ratio": 1.9380530973451326, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 1986.24, "end": 1986.5, "word": "أو", "probability": 0.89013671875}, {"start": 1986.5, "end": 1987.1, "word": " مشابه", "probability": 0.9742838541666666}, {"start": 1987.1, "end": 1987.82, "word": " للتاني", "probability": 0.93310546875}, {"start": 1987.82, "end": 1989.42, "word": " خمس", "probability": 0.86328125}, {"start": 1989.42, "end": 1989.96, "word": " أصفار،", "probability": 0.722998046875}, {"start": 1989.96, "end": 1990.0, "word": " في", "probability": 0.5458984375}, {"start": 1990.0, "end": 1990.24, "word": " واحد", "probability": 0.989990234375}, {"start": 1990.24, "end": 1990.44, "word": " منهم", "probability": 0.986083984375}, {"start": 1990.44, "end": 1990.76, "word": " خمس", "probability": 0.9889322916666666}, {"start": 1990.76, "end": 1991.76, "word": " أصفار؟", "probability": 0.97119140625}, {"start": 1991.76, "end": 1992.92, "word": " أطلاقًا", "probability": 0.7240397135416666}, {"start": 1992.92, "end": 1993.9, "word": " مافيش،", "probability": 0.6365966796875}, {"start": 1993.9, "end": 1994.18, "word": " طيب", "probability": 0.9794921875}, {"start": 1994.18, "end": 1994.76, "word": " هنا", "probability": 0.7080078125}, {"start": 1994.76, "end": 1995.68, "word": " واحد", "probability": 0.6243896484375}, {"start": 1995.68, "end": 1996.28, "word": " صفر", "probability": 0.8328450520833334}, {"start": 1996.28, "end": 1996.8, "word": " واحد", "probability": 0.709716796875}, {"start": 1996.8, "end": 1997.06, "word": " صفر", "probability": 0.9851888020833334}, {"start": 1997.06, "end": 1997.32, "word": " صفر", "probability": 0.9912109375}, {"start": 1997.32, "end": 1997.76, "word": " واحد", "probability": 0.97119140625}, {"start": 1997.76, "end": 1998.34, "word": " هو", "probability": 0.71484375}, {"start": 1998.34, "end": 1998.96, "word": " وخمسة", "probability": 0.91396484375}, {"start": 1998.96, "end": 2000.42, "word": " هو", "probability": 0.80859375}, {"start": 2000.42, "end": 2001.32, "word": " وخمسة،", "probability": 0.9104817708333334}, {"start": 2001.32, "end": 2001.68, "word": " هفهم", "probability": 0.9222005208333334}, {"start": 2001.68, "end": 2002.2, "word": " أيش؟", "probability": 0.8004557291666666}, {"start": 2002.2, "end": 2002.5, "word": " هفهم", "probability": 0.98486328125}, {"start": 2002.5, "end": 2002.86, "word": " معناته", "probability": 0.97216796875}, {"start": 2002.86, "end": 2003.3, "word": " إنه", "probability": 0.6014404296875}, {"start": 2003.3, "end": 2004.22, "word": " اتنين", "probability": 0.8599853515625}, {"start": 2004.22, "end": 2005.0, "word": " النيورون", "probability": 0.53289794921875}, {"start": 2005.0, "end": 2005.54, "word": " التانية", "probability": 0.9313151041666666}, {"start": 2005.54, "end": 2006.22, "word": " والنيورون", "probability": 0.812451171875}, {"start": 2006.22, "end": 2007.0, "word": " الخامسة", "probability": 0.9306640625}, {"start": 2007.0, "end": 2007.3, "word": " في", "probability": 0.89794921875}, {"start": 2007.3, "end": 2007.76, "word": " association", "probability": 0.87939453125}, {"start": 2007.76, "end": 2008.04, "word": " between", "probability": 0.95068359375}, {"start": 2008.04, "end": 2008.38, "word": " them", "probability": 0.94091796875}, {"start": 2008.38, "end": 2009.82, "word": " مرتبطين", "probability": 0.97197265625}, {"start": 2009.82, "end": 2010.56, "word": " ببعض،", "probability": 0.84228515625}, {"start": 2010.56, "end": 2010.8, "word": " لما", "probability": 0.932373046875}, {"start": 2010.8, "end": 2010.98, "word": " هذه", "probability": 0.280517578125}, {"start": 2010.98, "end": 2011.3, "word": " بتزيد", "probability": 0.9529622395833334}, {"start": 2011.3, "end": 2011.44, "word": " هذه", "probability": 0.552734375}, {"start": 2011.44, "end": 2011.98, "word": " بتزيد", "probability": 0.9777018229166666}], "temperature": 1.0}, {"id": 84, "seek": 203995, "start": 2013.05, "end": 2039.95, "text": "هذه كل ما بتزيد هذه بتزيد هذه معاها امتى في ال sample رقم اتنين في ال input التاني هذه بتزيد هذه بتزيد برضه في الخامس هذه بتزيد هذه برضه بتزيد ايش هنفهم من هذا الكلام هنفهم من هذا الكلام انه فعليا بين ال neuron التانية و الخامسة في ارتباط في ارتباط بمعنى انه القيمة هنا", "tokens": [3224, 24192, 28242, 19446, 39894, 11622, 25708, 29538, 39894, 11622, 25708, 29538, 20449, 995, 11296, 1975, 2304, 49975, 8978, 2423, 6889, 12602, 4587, 2304, 1975, 2655, 1863, 9957, 8978, 2423, 4846, 16712, 7649, 1829, 29538, 39894, 11622, 25708, 29538, 39894, 11622, 25708, 4724, 43042, 3224, 8978, 33962, 10943, 3794, 29538, 39894, 11622, 25708, 29538, 4724, 43042, 3224, 39894, 11622, 25708, 1975, 1829, 8592, 8032, 1863, 5172, 16095, 9154, 23758, 2423, 28820, 10943, 8032, 1863, 5172, 16095, 9154, 23758, 2423, 28820, 10943, 16472, 3224, 6156, 3615, 20292, 995, 49374, 2423, 34090, 16712, 7649, 10632, 4032, 33962, 10943, 3794, 3660, 8978, 1975, 43500, 3555, 41193, 8978, 1975, 43500, 3555, 41193, 4724, 2304, 3615, 1863, 7578, 16472, 3224, 25062, 32640, 3660, 34105], "avg_logprob": -0.13867188058793545, "compression_ratio": 2.3004926108374386, "no_speech_prob": 1.6093254089355469e-06, "words": [{"start": 2013.05, "end": 2013.35, "word": "هذه", "probability": 0.696044921875}, {"start": 2013.35, "end": 2013.53, "word": " كل", "probability": 0.91943359375}, {"start": 2013.53, "end": 2013.63, "word": " ما", "probability": 0.73095703125}, {"start": 2013.63, "end": 2014.03, "word": " بتزيد", "probability": 0.7509765625}, {"start": 2014.03, "end": 2014.25, "word": " هذه", "probability": 0.830078125}, {"start": 2014.25, "end": 2014.61, "word": " بتزيد", "probability": 0.9197591145833334}, {"start": 2014.61, "end": 2014.81, "word": " هذه", "probability": 0.93212890625}, {"start": 2014.81, "end": 2015.15, "word": " معاها", "probability": 0.9220377604166666}, {"start": 2015.15, "end": 2015.91, "word": " امتى", "probability": 0.7293294270833334}, {"start": 2015.91, "end": 2016.43, "word": " في", "probability": 0.90576171875}, {"start": 2016.43, "end": 2016.65, "word": " ال", "probability": 0.41259765625}, {"start": 2016.65, "end": 2016.89, "word": " sample", "probability": 0.79296875}, {"start": 2016.89, "end": 2017.25, "word": " رقم", "probability": 0.8824869791666666}, {"start": 2017.25, "end": 2017.63, "word": " اتنين", "probability": 0.87646484375}, {"start": 2017.63, "end": 2017.83, "word": " في", "probability": 0.75341796875}, {"start": 2017.83, "end": 2017.91, "word": " ال", "probability": 0.96435546875}, {"start": 2017.91, "end": 2018.13, "word": " input", "probability": 0.9228515625}, {"start": 2018.13, "end": 2018.69, "word": " التاني", "probability": 0.8933919270833334}, {"start": 2018.69, "end": 2019.33, "word": " هذه", "probability": 0.796875}, {"start": 2019.33, "end": 2020.15, "word": " بتزيد", "probability": 0.9441731770833334}, {"start": 2020.15, "end": 2020.35, "word": " هذه", "probability": 0.7041015625}, {"start": 2020.35, "end": 2020.75, "word": " بتزيد", "probability": 0.9459635416666666}, {"start": 2020.75, "end": 2021.37, "word": " برضه", "probability": 0.9469401041666666}, {"start": 2021.37, "end": 2021.69, "word": " في", "probability": 0.78271484375}, {"start": 2021.69, "end": 2023.07, "word": " الخامس", "probability": 0.86865234375}, {"start": 2023.07, "end": 2023.47, "word": " هذه", "probability": 0.9140625}, {"start": 2023.47, "end": 2023.83, "word": " بتزيد", "probability": 0.9715169270833334}, {"start": 2023.83, "end": 2023.97, "word": " هذه", "probability": 0.71484375}, {"start": 2023.97, "end": 2024.19, "word": " برضه", "probability": 0.9495442708333334}, {"start": 2024.19, "end": 2024.63, "word": " بتزيد", "probability": 0.9747721354166666}, {"start": 2024.63, "end": 2025.71, "word": " ايش", "probability": 0.6329752604166666}, {"start": 2025.71, "end": 2026.09, "word": " هنفهم", "probability": 0.90625}, {"start": 2026.09, "end": 2026.27, "word": " من", "probability": 0.9853515625}, {"start": 2026.27, "end": 2026.43, "word": " هذا", "probability": 0.97216796875}, {"start": 2026.43, "end": 2026.81, "word": " الكلام", "probability": 0.9611002604166666}, {"start": 2026.81, "end": 2027.43, "word": " هنفهم", "probability": 0.8709716796875}, {"start": 2027.43, "end": 2027.55, "word": " من", "probability": 0.95556640625}, {"start": 2027.55, "end": 2027.67, "word": " هذا", "probability": 0.98876953125}, {"start": 2027.67, "end": 2028.09, "word": " الكلام", "probability": 0.9794921875}, {"start": 2028.09, "end": 2028.67, "word": " انه", "probability": 0.78369140625}, {"start": 2028.67, "end": 2029.27, "word": " فعليا", "probability": 0.920166015625}, {"start": 2029.27, "end": 2030.35, "word": " بين", "probability": 0.97216796875}, {"start": 2030.35, "end": 2031.11, "word": " ال", "probability": 0.8505859375}, {"start": 2031.11, "end": 2031.49, "word": " neuron", "probability": 0.91455078125}, {"start": 2031.49, "end": 2032.27, "word": " التانية", "probability": 0.9339192708333334}, {"start": 2032.27, "end": 2033.41, "word": " و", "probability": 0.63232421875}, {"start": 2033.41, "end": 2034.49, "word": " الخامسة", "probability": 0.8765869140625}, {"start": 2034.49, "end": 2035.33, "word": " في", "probability": 0.9638671875}, {"start": 2035.33, "end": 2036.09, "word": " ارتباط", "probability": 0.96923828125}, {"start": 2036.09, "end": 2036.67, "word": " في", "probability": 0.70166015625}, {"start": 2036.67, "end": 2037.17, "word": " ارتباط", "probability": 0.984130859375}, {"start": 2037.17, "end": 2037.79, "word": " بمعنى", "probability": 0.97177734375}, {"start": 2037.79, "end": 2038.69, "word": " انه", "probability": 0.908203125}, {"start": 2038.69, "end": 2039.77, "word": " القيمة", "probability": 0.9147135416666666}, {"start": 2039.77, "end": 2039.95, "word": " هنا", "probability": 0.99609375}], "temperature": 1.0}, {"id": 85, "seek": 206519, "start": 2041.47, "end": 2065.19, "text": "هتكون جوية اتنين مع نفسها و اتنين مع خمسة بحيث انه كل مهادي كانت عالية انا فاهم انه لازم خمسة برضه تكون عالية لان في رتبات بينهم في رتبات بينهم نفس الكلام لمين لخمسة برضه خمسة مع نفسها و خمسة مع اتنين", "tokens": [3224, 2655, 30544, 10874, 2407, 10632, 1975, 2655, 1863, 9957, 20449, 8717, 36178, 11296, 4032, 1975, 2655, 1863, 9957, 20449, 16490, 2304, 3794, 3660, 4724, 5016, 1829, 12984, 16472, 3224, 28242, 3714, 11296, 16254, 25961, 2655, 6225, 6027, 10632, 1975, 8315, 6156, 995, 16095, 16472, 3224, 5296, 31377, 2304, 16490, 2304, 3794, 3660, 4724, 43042, 3224, 6055, 30544, 6225, 6027, 10632, 5296, 7649, 8978, 12602, 2655, 3555, 9307, 49374, 16095, 8978, 12602, 2655, 3555, 9307, 49374, 16095, 8717, 36178, 2423, 28820, 10943, 32767, 9957, 5296, 9778, 2304, 3794, 3660, 4724, 43042, 3224, 16490, 2304, 3794, 3660, 20449, 8717, 36178, 11296, 4032, 16490, 2304, 3794, 3660, 20449, 1975, 2655, 1863, 9957], "avg_logprob": -0.10965653032332927, "compression_ratio": 2.301282051282051, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 2041.47, "end": 2042.03, "word": "هتكون", "probability": 0.9148763020833334}, {"start": 2042.03, "end": 2042.79, "word": " جوية", "probability": 0.9016927083333334}, {"start": 2042.79, "end": 2044.89, "word": " اتنين", "probability": 0.86004638671875}, {"start": 2044.89, "end": 2045.11, "word": " مع", "probability": 0.99365234375}, {"start": 2045.11, "end": 2045.71, "word": " نفسها", "probability": 0.9972330729166666}, {"start": 2045.71, "end": 2046.79, "word": " و", "probability": 0.8388671875}, {"start": 2046.79, "end": 2047.59, "word": " اتنين", "probability": 0.9112548828125}, {"start": 2047.59, "end": 2047.95, "word": " مع", "probability": 0.990234375}, {"start": 2047.95, "end": 2048.99, "word": " خمسة", "probability": 0.9603271484375}, {"start": 2048.99, "end": 2051.03, "word": " بحيث", "probability": 0.7789306640625}, {"start": 2051.03, "end": 2051.25, "word": " انه", "probability": 0.73779296875}, {"start": 2051.25, "end": 2051.37, "word": " كل", "probability": 0.97705078125}, {"start": 2051.37, "end": 2051.73, "word": " مهادي", "probability": 0.6896158854166666}, {"start": 2051.73, "end": 2052.09, "word": " كانت", "probability": 0.97900390625}, {"start": 2052.09, "end": 2052.75, "word": " عالية", "probability": 0.97802734375}, {"start": 2052.75, "end": 2053.61, "word": " انا", "probability": 0.8330078125}, {"start": 2053.61, "end": 2053.91, "word": " فاهم", "probability": 0.986328125}, {"start": 2053.91, "end": 2054.13, "word": " انه", "probability": 0.909912109375}, {"start": 2054.13, "end": 2054.49, "word": " لازم", "probability": 0.9708658854166666}, {"start": 2054.49, "end": 2055.03, "word": " خمسة", "probability": 0.9749755859375}, {"start": 2055.03, "end": 2055.23, "word": " برضه", "probability": 0.8408203125}, {"start": 2055.23, "end": 2055.51, "word": " تكون", "probability": 0.982421875}, {"start": 2055.51, "end": 2055.81, "word": " عالية", "probability": 0.9869791666666666}, {"start": 2055.81, "end": 2056.01, "word": " لان", "probability": 0.73291015625}, {"start": 2056.01, "end": 2056.15, "word": " في", "probability": 0.494384765625}, {"start": 2056.15, "end": 2056.57, "word": " رتبات", "probability": 0.8028564453125}, {"start": 2056.57, "end": 2057.17, "word": " بينهم", "probability": 0.984130859375}, {"start": 2057.17, "end": 2058.11, "word": " في", "probability": 0.4443359375}, {"start": 2058.11, "end": 2058.45, "word": " رتبات", "probability": 0.9853515625}, {"start": 2058.45, "end": 2058.69, "word": " بينهم", "probability": 0.991455078125}, {"start": 2058.69, "end": 2059.25, "word": " نفس", "probability": 0.925537109375}, {"start": 2059.25, "end": 2059.59, "word": " الكلام", "probability": 0.9736328125}, {"start": 2059.59, "end": 2059.85, "word": " لمين", "probability": 0.812744140625}, {"start": 2059.85, "end": 2060.31, "word": " لخمسة", "probability": 0.92255859375}, {"start": 2060.31, "end": 2060.65, "word": " برضه", "probability": 0.9918619791666666}, {"start": 2060.65, "end": 2061.45, "word": " خمسة", "probability": 0.9598388671875}, {"start": 2061.45, "end": 2061.59, "word": " مع", "probability": 0.9951171875}, {"start": 2061.59, "end": 2062.31, "word": " نفسها", "probability": 0.9982096354166666}, {"start": 2062.31, "end": 2064.11, "word": " و", "probability": 0.97705078125}, {"start": 2064.11, "end": 2064.57, "word": " خمسة", "probability": 0.9451904296875}, {"start": 2064.57, "end": 2064.71, "word": " مع", "probability": 0.99658203125}, {"start": 2064.71, "end": 2065.19, "word": " اتنين", "probability": 0.9906005859375}], "temperature": 1.0}, {"id": 86, "seek": 209615, "start": 2068.65, "end": 2096.15, "text": "Tamam otherwise لأ مااتوقعش انه هتكون ال connection ذات أهمية أو ذات قيمة عالية مانتوقعش تمام otherwise تلاتة .. تلاتة في الشمال رقم تلاتة neuron التالتة هي مش شبيهة لحده والرابعة مش شبيهة لحده فهم مع نفسهم مع نفسهم بمعنى هي مكتفية بذاتها كل ما بتزيد خلاص بتزيد لحالها", "tokens": [51, 31608, 5911, 5296, 10721, 19446, 9307, 30543, 3615, 8592, 16472, 3224, 8032, 2655, 30544, 2423, 4984, 29910, 9307, 5551, 16095, 10632, 34051, 29910, 9307, 12174, 32640, 3660, 6225, 6027, 10632, 19446, 29399, 30543, 3615, 8592, 46811, 10943, 5911, 6055, 1211, 9307, 3660, 4386, 6055, 1211, 9307, 3660, 8978, 25124, 2304, 6027, 12602, 4587, 2304, 6055, 1211, 9307, 3660, 34090, 16712, 6027, 2655, 3660, 39896, 37893, 13412, 21292, 3224, 3660, 5296, 24401, 3224, 16070, 2288, 16758, 27884, 37893, 13412, 21292, 3224, 3660, 5296, 24401, 3224, 6156, 16095, 20449, 8717, 36178, 16095, 20449, 8717, 36178, 16095, 4724, 2304, 3615, 1863, 7578, 39896, 3714, 4117, 2655, 5172, 10632, 4724, 8848, 9307, 11296, 28242, 19446, 39894, 11622, 25708, 16490, 1211, 33546, 39894, 11622, 25708, 5296, 5016, 6027, 11296], "avg_logprob": -0.1681547552820236, "compression_ratio": 1.8781512605042017, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 2068.65, "end": 2069.01, "word": "Tamam", "probability": 0.3853759765625}, {"start": 2069.01, "end": 2069.73, "word": " otherwise", "probability": 0.5791015625}, {"start": 2069.73, "end": 2070.39, "word": " لأ", "probability": 0.795166015625}, {"start": 2070.39, "end": 2071.07, "word": " مااتوقعش", "probability": 0.801123046875}, {"start": 2071.07, "end": 2071.23, "word": " انه", "probability": 0.71142578125}, {"start": 2071.23, "end": 2071.57, "word": " هتكون", "probability": 0.8543294270833334}, {"start": 2071.57, "end": 2071.77, "word": " ال", "probability": 0.9794921875}, {"start": 2071.77, "end": 2072.59, "word": " connection", "probability": 0.66845703125}, {"start": 2072.59, "end": 2073.37, "word": " ذات", "probability": 0.9970703125}, {"start": 2073.37, "end": 2074.07, "word": " أهمية", "probability": 0.9044596354166666}, {"start": 2074.07, "end": 2074.39, "word": " أو", "probability": 0.65966796875}, {"start": 2074.39, "end": 2074.61, "word": " ذات", "probability": 0.99169921875}, {"start": 2074.61, "end": 2074.99, "word": " قيمة", "probability": 0.9903971354166666}, {"start": 2074.99, "end": 2075.49, "word": " عالية", "probability": 0.9918619791666666}, {"start": 2075.49, "end": 2077.41, "word": " مانتوقعش", "probability": 0.88056640625}, {"start": 2077.41, "end": 2078.77, "word": " تمام", "probability": 0.781005859375}, {"start": 2078.77, "end": 2080.23, "word": " otherwise", "probability": 0.740234375}, {"start": 2080.23, "end": 2081.41, "word": " تلاتة", "probability": 0.8831787109375}, {"start": 2081.41, "end": 2082.17, "word": " ..", "probability": 0.38134765625}, {"start": 2082.17, "end": 2082.49, "word": " تلاتة", "probability": 0.92041015625}, {"start": 2082.49, "end": 2082.63, "word": " في", "probability": 0.57373046875}, {"start": 2082.63, "end": 2083.15, "word": " الشمال", "probability": 0.58544921875}, {"start": 2083.15, "end": 2084.95, "word": " رقم", "probability": 0.9152018229166666}, {"start": 2084.95, "end": 2085.35, "word": " تلاتة", "probability": 0.9556884765625}, {"start": 2085.35, "end": 2085.61, "word": " neuron", "probability": 0.3994140625}, {"start": 2085.61, "end": 2086.35, "word": " التالتة", "probability": 0.9661865234375}, {"start": 2086.35, "end": 2086.89, "word": " هي", "probability": 0.83447265625}, {"start": 2086.89, "end": 2087.07, "word": " مش", "probability": 0.9931640625}, {"start": 2087.07, "end": 2087.39, "word": " شبيهة", "probability": 0.8572998046875}, {"start": 2087.39, "end": 2087.71, "word": " لحده", "probability": 0.7916666666666666}, {"start": 2087.71, "end": 2088.49, "word": " والرابعة", "probability": 0.795166015625}, {"start": 2088.49, "end": 2088.81, "word": " مش", "probability": 0.537109375}, {"start": 2088.81, "end": 2089.21, "word": " شبيهة", "probability": 0.9171142578125}, {"start": 2089.21, "end": 2089.47, "word": " لحده", "probability": 0.9806315104166666}, {"start": 2089.47, "end": 2089.75, "word": " فهم", "probability": 0.84912109375}, {"start": 2089.75, "end": 2089.93, "word": " مع", "probability": 0.98583984375}, {"start": 2089.93, "end": 2090.37, "word": " نفسهم", "probability": 0.9905598958333334}, {"start": 2090.37, "end": 2090.89, "word": " مع", "probability": 0.86767578125}, {"start": 2090.89, "end": 2091.19, "word": " نفسهم", "probability": 0.9969075520833334}, {"start": 2091.19, "end": 2091.53, "word": " بمعنى", "probability": 0.94853515625}, {"start": 2091.53, "end": 2091.87, "word": " هي", "probability": 0.603515625}, {"start": 2091.87, "end": 2092.61, "word": " مكتفية", "probability": 0.9546875}, {"start": 2092.61, "end": 2093.17, "word": " بذاتها", "probability": 0.85284423828125}, {"start": 2093.17, "end": 2094.13, "word": " كل", "probability": 0.9560546875}, {"start": 2094.13, "end": 2094.23, "word": " ما", "probability": 0.91845703125}, {"start": 2094.23, "end": 2094.75, "word": " بتزيد", "probability": 0.9581705729166666}, {"start": 2094.75, "end": 2095.15, "word": " خلاص", "probability": 0.9591471354166666}, {"start": 2095.15, "end": 2095.61, "word": " بتزيد", "probability": 0.9371744791666666}, {"start": 2095.61, "end": 2096.15, "word": " لحالها", "probability": 0.986328125}], "temperature": 1.0}, {"id": 87, "seek": 212405, "start": 2096.95, "end": 2124.05, "text": "كل ما بتزيد بتزيد لحالها، بعكس واحد اللي هو أصلا بزدش، أساسا بزدش نهائي، ف zeros خلصناه، مافيش إلها معنى أحط هنا connection عالية بين واحد مع واحد هو أصلا zeros، zeros، معناته nothing، خلاص، كويس، نفس الكلام، أربعة مع أربعة، أربعة مع نفسها، في حالة activation واحدة موجودة، and x3", "tokens": [28820, 19446, 39894, 11622, 25708, 39894, 11622, 25708, 5296, 5016, 6027, 11296, 12399, 45030, 4117, 3794, 36764, 24401, 13672, 1829, 31439, 5551, 9381, 15040, 4724, 11622, 3215, 8592, 12399, 5551, 3794, 32277, 995, 4724, 11622, 3215, 8592, 8717, 3224, 16373, 1829, 12399, 6156, 35193, 16490, 1211, 9381, 8315, 3224, 12399, 19446, 41185, 8592, 11933, 1211, 11296, 20449, 1863, 7578, 5551, 5016, 9566, 34105, 4984, 6225, 6027, 10632, 49374, 36764, 24401, 20449, 36764, 24401, 31439, 5551, 9381, 15040, 35193, 12399, 35193, 12399, 20449, 8315, 47395, 1825, 12399, 16490, 1211, 33546, 12399, 9122, 45865, 3794, 12399, 8717, 36178, 2423, 28820, 10943, 12399, 5551, 25513, 27884, 20449, 5551, 25513, 27884, 12399, 5551, 25513, 27884, 20449, 8717, 36178, 11296, 12399, 8978, 11331, 6027, 3660, 24433, 36764, 24401, 3660, 3714, 29245, 23328, 3660, 12399, 293, 2031, 18], "avg_logprob": -0.16623590270379432, "compression_ratio": 1.8300395256916997, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2096.95, "end": 2097.17, "word": "كل", "probability": 0.83740234375}, {"start": 2097.17, "end": 2097.25, "word": " ما", "probability": 0.728515625}, {"start": 2097.25, "end": 2097.51, "word": " بتزيد", "probability": 0.8297526041666666}, {"start": 2097.51, "end": 2097.89, "word": " بتزيد", "probability": 0.9637044270833334}, {"start": 2097.89, "end": 2098.79, "word": " لحالها،", "probability": 0.870703125}, {"start": 2098.79, "end": 2099.31, "word": " بعكس", "probability": 0.9314778645833334}, {"start": 2099.31, "end": 2100.11, "word": " واحد", "probability": 0.8310546875}, {"start": 2100.11, "end": 2100.65, "word": " اللي", "probability": 0.89111328125}, {"start": 2100.65, "end": 2100.81, "word": " هو", "probability": 0.93994140625}, {"start": 2100.81, "end": 2101.25, "word": " أصلا", "probability": 0.9622395833333334}, {"start": 2101.25, "end": 2102.29, "word": " بزدش،", "probability": 0.66552734375}, {"start": 2102.29, "end": 2102.73, "word": " أساسا", "probability": 0.97607421875}, {"start": 2102.73, "end": 2103.53, "word": " بزدش", "probability": 0.8670654296875}, {"start": 2103.53, "end": 2104.31, "word": " نهائي،", "probability": 0.939453125}, {"start": 2104.31, "end": 2104.45, "word": " ف", "probability": 0.9638671875}, {"start": 2104.45, "end": 2105.01, "word": " zeros", "probability": 0.73876953125}, {"start": 2105.01, "end": 2106.33, "word": " خلصناه،", "probability": 0.8527018229166666}, {"start": 2106.33, "end": 2106.67, "word": " مافيش", "probability": 0.9261067708333334}, {"start": 2106.67, "end": 2106.89, "word": " إلها", "probability": 0.5647379557291666}, {"start": 2106.89, "end": 2107.15, "word": " معنى", "probability": 0.91796875}, {"start": 2107.15, "end": 2107.51, "word": " أحط", "probability": 0.92431640625}, {"start": 2107.51, "end": 2107.67, "word": " هنا", "probability": 0.9775390625}, {"start": 2107.67, "end": 2108.09, "word": " connection", "probability": 0.6904296875}, {"start": 2108.09, "end": 2108.77, "word": " عالية", "probability": 0.9892578125}, {"start": 2108.77, "end": 2109.45, "word": " بين", "probability": 0.90478515625}, {"start": 2109.45, "end": 2110.17, "word": " واحد", "probability": 0.991943359375}, {"start": 2110.17, "end": 2110.75, "word": " مع", "probability": 0.92529296875}, {"start": 2110.75, "end": 2111.31, "word": " واحد", "probability": 0.991943359375}, {"start": 2111.31, "end": 2111.61, "word": " هو", "probability": 0.4013671875}, {"start": 2111.61, "end": 2112.19, "word": " أصلا", "probability": 0.9825846354166666}, {"start": 2112.19, "end": 2113.77, "word": " zeros،", "probability": 0.869140625}, {"start": 2113.77, "end": 2114.39, "word": " zeros،", "probability": 0.675537109375}, {"start": 2114.39, "end": 2114.81, "word": " معناته", "probability": 0.8533528645833334}, {"start": 2114.81, "end": 2115.15, "word": " nothing،", "probability": 0.5721435546875}, {"start": 2115.15, "end": 2116.03, "word": " خلاص،", "probability": 0.9212646484375}, {"start": 2116.03, "end": 2116.53, "word": " كويس،", "probability": 0.9608154296875}, {"start": 2116.53, "end": 2116.81, "word": " نفس", "probability": 0.994873046875}, {"start": 2116.81, "end": 2117.25, "word": " الكلام،", "probability": 0.83575439453125}, {"start": 2117.25, "end": 2117.53, "word": " أربعة", "probability": 0.90966796875}, {"start": 2117.53, "end": 2117.71, "word": " مع", "probability": 0.98291015625}, {"start": 2117.71, "end": 2119.43, "word": " أربعة،", "probability": 0.96923828125}, {"start": 2119.43, "end": 2119.75, "word": " أربعة", "probability": 0.9685872395833334}, {"start": 2119.75, "end": 2119.89, "word": " مع", "probability": 0.994140625}, {"start": 2119.89, "end": 2120.51, "word": " نفسها،", "probability": 0.980712890625}, {"start": 2120.51, "end": 2120.65, "word": " في", "probability": 0.876953125}, {"start": 2120.65, "end": 2121.37, "word": " حالة", "probability": 0.7412516276041666}, {"start": 2121.37, "end": 2121.77, "word": " activation", "probability": 0.93212890625}, {"start": 2121.77, "end": 2122.31, "word": " واحدة", "probability": 0.9765625}, {"start": 2122.31, "end": 2123.45, "word": " موجودة،", "probability": 0.84384765625}, {"start": 2123.45, "end": 2123.63, "word": " and", "probability": 0.78759765625}, {"start": 2123.63, "end": 2124.05, "word": " x3", "probability": 0.4549560546875}], "temperature": 1.0}, {"id": 88, "seek": 215273, "start": 2125.07, "end": 2152.73, "text": "لما بتزيد خلاص بتزيد لحالها بتزيد لحالها هذا الكلام كيف هتقدر تشوفوه هتشوفوه الآن هنا واحد مع واحد هنا لأ الواحد اللي اتطلعت له ال neuron الرابع لحالها طلعت مشتركتش مع حدا مافيش أي association بينها وبين اي حد في ال neurons التانية طيب هنا تلاتة هي ال activated فيهم", "tokens": [1211, 15042, 39894, 11622, 25708, 16490, 1211, 33546, 39894, 11622, 25708, 5296, 5016, 6027, 11296, 39894, 11622, 25708, 5296, 5016, 6027, 11296, 23758, 2423, 28820, 10943, 9122, 33911, 8032, 2655, 28543, 2288, 6055, 8592, 38688, 2407, 3224, 8032, 2655, 8592, 38688, 2407, 3224, 6024, 48506, 34105, 36764, 24401, 20449, 36764, 24401, 34105, 5296, 10721, 2423, 14407, 24401, 13672, 1829, 1975, 2655, 9566, 1211, 34268, 46740, 2423, 34090, 34892, 16758, 3615, 5296, 5016, 6027, 11296, 23032, 1211, 34268, 37893, 2655, 31747, 2655, 8592, 20449, 11331, 28259, 19446, 41185, 8592, 36632, 14598, 49374, 11296, 46599, 9957, 1975, 1829, 11331, 3215, 8978, 2423, 22027, 16712, 7649, 10632, 23032, 1829, 3555, 34105, 6055, 1211, 9307, 3660, 39896, 2423, 18157, 8978, 16095], "avg_logprob": -0.1549258474576271, "compression_ratio": 1.9396551724137931, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2125.07, "end": 2125.43, "word": "لما", "probability": 0.798583984375}, {"start": 2125.43, "end": 2125.95, "word": " بتزيد", "probability": 0.9052734375}, {"start": 2125.95, "end": 2126.27, "word": " خلاص", "probability": 0.8396809895833334}, {"start": 2126.27, "end": 2126.55, "word": " بتزيد", "probability": 0.8351236979166666}, {"start": 2126.55, "end": 2127.51, "word": " لحالها", "probability": 0.9041748046875}, {"start": 2127.51, "end": 2128.75, "word": " بتزيد", "probability": 0.8968098958333334}, {"start": 2128.75, "end": 2129.57, "word": " لحالها", "probability": 0.9959716796875}, {"start": 2129.57, "end": 2129.91, "word": " هذا", "probability": 0.86328125}, {"start": 2129.91, "end": 2130.21, "word": " الكلام", "probability": 0.9601236979166666}, {"start": 2130.21, "end": 2130.39, "word": " كيف", "probability": 0.982421875}, {"start": 2130.39, "end": 2130.77, "word": " هتقدر", "probability": 0.955078125}, {"start": 2130.77, "end": 2131.27, "word": " تشوفوه", "probability": 0.876611328125}, {"start": 2131.27, "end": 2131.93, "word": " هتشوفوه", "probability": 0.9099934895833334}, {"start": 2131.93, "end": 2132.19, "word": " الآن", "probability": 0.625}, {"start": 2132.19, "end": 2132.51, "word": " هنا", "probability": 0.98779296875}, {"start": 2132.51, "end": 2134.25, "word": " واحد", "probability": 0.928466796875}, {"start": 2134.25, "end": 2134.51, "word": " مع", "probability": 0.98828125}, {"start": 2134.51, "end": 2135.07, "word": " واحد", "probability": 0.98486328125}, {"start": 2135.07, "end": 2137.23, "word": " هنا", "probability": 0.9423828125}, {"start": 2137.23, "end": 2137.81, "word": " لأ", "probability": 0.840087890625}, {"start": 2137.81, "end": 2138.57, "word": " الواحد", "probability": 0.9586588541666666}, {"start": 2138.57, "end": 2138.73, "word": " اللي", "probability": 0.97705078125}, {"start": 2138.73, "end": 2139.27, "word": " اتطلعت", "probability": 0.750146484375}, {"start": 2139.27, "end": 2139.45, "word": " له", "probability": 0.465087890625}, {"start": 2139.45, "end": 2139.61, "word": " ال", "probability": 0.7216796875}, {"start": 2139.61, "end": 2139.93, "word": " neuron", "probability": 0.73974609375}, {"start": 2139.93, "end": 2141.01, "word": " الرابع", "probability": 0.72998046875}, {"start": 2141.01, "end": 2141.77, "word": " لحالها", "probability": 0.96923828125}, {"start": 2141.77, "end": 2142.13, "word": " طلعت", "probability": 0.9817708333333334}, {"start": 2142.13, "end": 2143.71, "word": " مشتركتش", "probability": 0.8318359375}, {"start": 2143.71, "end": 2143.81, "word": " مع", "probability": 0.98828125}, {"start": 2143.81, "end": 2144.09, "word": " حدا", "probability": 0.7666015625}, {"start": 2144.09, "end": 2145.25, "word": " مافيش", "probability": 0.8253580729166666}, {"start": 2145.25, "end": 2145.45, "word": " أي", "probability": 0.7158203125}, {"start": 2145.45, "end": 2146.09, "word": " association", "probability": 0.95947265625}, {"start": 2146.09, "end": 2146.51, "word": " بينها", "probability": 0.954345703125}, {"start": 2146.51, "end": 2146.71, "word": " وبين", "probability": 0.75146484375}, {"start": 2146.71, "end": 2146.91, "word": " اي", "probability": 0.65380859375}, {"start": 2146.91, "end": 2147.59, "word": " حد", "probability": 0.80224609375}, {"start": 2147.59, "end": 2148.15, "word": " في", "probability": 0.7392578125}, {"start": 2148.15, "end": 2148.27, "word": " ال", "probability": 0.93505859375}, {"start": 2148.27, "end": 2148.99, "word": " neurons", "probability": 0.97412109375}, {"start": 2148.99, "end": 2149.81, "word": " التانية", "probability": 0.9638671875}, {"start": 2149.81, "end": 2150.45, "word": " طيب", "probability": 0.96240234375}, {"start": 2150.45, "end": 2150.83, "word": " هنا", "probability": 0.94677734375}, {"start": 2150.83, "end": 2151.55, "word": " تلاتة", "probability": 0.9415283203125}, {"start": 2151.55, "end": 2151.77, "word": " هي", "probability": 0.8740234375}, {"start": 2151.77, "end": 2151.87, "word": " ال", "probability": 0.52783203125}, {"start": 2151.87, "end": 2152.29, "word": " activated", "probability": 0.794921875}, {"start": 2152.29, "end": 2152.73, "word": " فيهم", "probability": 0.986083984375}], "temperature": 1.0}, {"id": 89, "seek": 217219, "start": 2153.75, "end": 2172.19, "text": "لحالها مش مشتركة مع حد طيب اربعة ايه عفوا الخامسة في الحالة الخامسة برضه اتنين مع مع خمسة اتنين مع خمسة معناته في matching في حالتين في matching في حالتين في الحالتين هدولة معناته كل one epoch", "tokens": [1211, 5016, 6027, 11296, 37893, 37893, 2655, 31747, 3660, 20449, 11331, 3215, 23032, 1829, 3555, 1975, 25513, 27884, 1975, 1829, 3224, 6225, 5172, 14407, 33962, 10943, 3794, 3660, 8978, 21542, 6027, 3660, 33962, 10943, 3794, 3660, 4724, 43042, 3224, 1975, 2655, 1863, 9957, 20449, 20449, 16490, 2304, 3794, 3660, 1975, 2655, 1863, 9957, 20449, 16490, 2304, 3794, 3660, 20449, 8315, 47395, 8978, 14324, 8978, 11331, 6027, 2655, 9957, 8978, 14324, 8978, 11331, 6027, 2655, 9957, 8978, 21542, 6027, 2655, 9957, 8032, 3215, 12610, 3660, 20449, 8315, 47395, 28242, 472, 30992, 339], "avg_logprob": -0.14317256147446838, "compression_ratio": 1.9877300613496933, "no_speech_prob": 8.702278137207031e-06, "words": [{"start": 2153.75, "end": 2154.35, "word": "لحالها", "probability": 0.8648681640625}, {"start": 2154.35, "end": 2155.21, "word": " مش", "probability": 0.73291015625}, {"start": 2155.21, "end": 2155.61, "word": " مشتركة", "probability": 0.9290771484375}, {"start": 2155.61, "end": 2155.73, "word": " مع", "probability": 0.9443359375}, {"start": 2155.73, "end": 2155.97, "word": " حد", "probability": 0.977783203125}, {"start": 2155.97, "end": 2156.69, "word": " طيب", "probability": 0.8883463541666666}, {"start": 2156.69, "end": 2157.41, "word": " اربعة", "probability": 0.7176106770833334}, {"start": 2157.41, "end": 2157.83, "word": " ايه", "probability": 0.771484375}, {"start": 2157.83, "end": 2158.07, "word": " عفوا", "probability": 0.8499348958333334}, {"start": 2158.07, "end": 2158.75, "word": " الخامسة", "probability": 0.8271484375}, {"start": 2158.75, "end": 2158.87, "word": " في", "probability": 0.87255859375}, {"start": 2158.87, "end": 2159.13, "word": " الحالة", "probability": 0.9524739583333334}, {"start": 2159.13, "end": 2159.79, "word": " الخامسة", "probability": 0.9747314453125}, {"start": 2159.79, "end": 2160.23, "word": " برضه", "probability": 0.9650065104166666}, {"start": 2160.23, "end": 2160.67, "word": " اتنين", "probability": 0.9691162109375}, {"start": 2160.67, "end": 2161.21, "word": " مع", "probability": 0.98193359375}, {"start": 2161.21, "end": 2162.39, "word": " مع", "probability": 0.2142333984375}, {"start": 2162.39, "end": 2163.19, "word": " خمسة", "probability": 0.9810791015625}, {"start": 2163.19, "end": 2163.55, "word": " اتنين", "probability": 0.9326171875}, {"start": 2163.55, "end": 2163.69, "word": " مع", "probability": 0.986328125}, {"start": 2163.69, "end": 2164.07, "word": " خمسة", "probability": 0.9915771484375}, {"start": 2164.07, "end": 2164.57, "word": " معناته", "probability": 0.89013671875}, {"start": 2164.57, "end": 2164.73, "word": " في", "probability": 0.8994140625}, {"start": 2164.73, "end": 2165.27, "word": " matching", "probability": 0.58837890625}, {"start": 2165.27, "end": 2165.81, "word": " في", "probability": 0.95458984375}, {"start": 2165.81, "end": 2166.43, "word": " حالتين", "probability": 0.9354248046875}, {"start": 2166.43, "end": 2167.53, "word": " في", "probability": 0.97021484375}, {"start": 2167.53, "end": 2167.95, "word": " matching", "probability": 0.56298828125}, {"start": 2167.95, "end": 2168.51, "word": " في", "probability": 0.9765625}, {"start": 2168.51, "end": 2169.07, "word": " حالتين", "probability": 0.988037109375}, {"start": 2169.07, "end": 2169.51, "word": " في", "probability": 0.92578125}, {"start": 2169.51, "end": 2170.03, "word": " الحالتين", "probability": 0.9913330078125}, {"start": 2170.03, "end": 2170.39, "word": " هدولة", "probability": 0.7117919921875}, {"start": 2170.39, "end": 2170.77, "word": " معناته", "probability": 0.947265625}, {"start": 2170.77, "end": 2171.15, "word": " كل", "probability": 0.97119140625}, {"start": 2171.15, "end": 2171.49, "word": " one", "probability": 0.931640625}, {"start": 2171.49, "end": 2172.19, "word": " epoch", "probability": 0.6044921875}], "temperature": 1.0}, {"id": 90, "seek": 220121, "start": 2172.55, "end": 2201.21, "text": "مرحلة كاملة من مجموعة ال input لما بدخل x1 على x2، x3، x4، x5، بسميها one epoch ال one epoch هدولة أكم matchings صار بين 2 و 5 مرتين فيعني توقعا الرقم اللي المفروض لل weight هذي توقعا بيروح لل 2 توقعا، نشوف إيش بيطلع فعليا، تمام بالنسبة لأ، x3 و x4 هي مرة واحدة", "tokens": [2304, 2288, 5016, 37977, 9122, 10943, 37977, 9154, 3714, 7435, 2304, 2407, 27884, 2423, 4846, 5296, 15042, 47525, 9778, 1211, 2031, 16, 15844, 2031, 17, 12399, 2031, 18, 12399, 2031, 19, 12399, 2031, 20, 12399, 4724, 38251, 1829, 11296, 472, 30992, 339, 2423, 472, 30992, 339, 8032, 3215, 12610, 3660, 5551, 24793, 2995, 1109, 20328, 9640, 49374, 568, 4032, 1025, 3714, 43500, 9957, 6156, 40228, 22653, 6055, 30543, 3615, 995, 34892, 4587, 2304, 13672, 1829, 9673, 5172, 32887, 11242, 24976, 3364, 8032, 8848, 1829, 6055, 30543, 3615, 995, 4724, 1829, 32887, 5016, 24976, 568, 6055, 30543, 3615, 995, 12399, 8717, 8592, 38688, 11933, 1829, 8592, 4724, 1829, 9566, 1211, 3615, 6156, 3615, 20292, 995, 12399, 46811, 10943, 20666, 1863, 35457, 3660, 5296, 10721, 12399, 2031, 18, 4032, 2031, 19, 39896, 3714, 25720, 36764, 24401, 3660], "avg_logprob": -0.22024356321815183, "compression_ratio": 1.5900383141762453, "no_speech_prob": 9.655952453613281e-06, "words": [{"start": 2172.55, "end": 2173.09, "word": "مرحلة", "probability": 0.834716796875}, {"start": 2173.09, "end": 2173.51, "word": " كاملة", "probability": 0.9873046875}, {"start": 2173.51, "end": 2173.69, "word": " من", "probability": 0.9716796875}, {"start": 2173.69, "end": 2174.03, "word": " مجموعة", "probability": 0.91455078125}, {"start": 2174.03, "end": 2174.21, "word": " ال", "probability": 0.95849609375}, {"start": 2174.21, "end": 2174.43, "word": " input", "probability": 0.361572265625}, {"start": 2174.43, "end": 2175.09, "word": " لما", "probability": 0.82421875}, {"start": 2175.09, "end": 2175.37, "word": " بدخل", "probability": 0.80322265625}, {"start": 2175.37, "end": 2175.67, "word": " x1", "probability": 0.668701171875}, {"start": 2175.67, "end": 2175.81, "word": " على", "probability": 0.60400390625}, {"start": 2175.81, "end": 2176.27, "word": " x2،", "probability": 0.7365315755208334}, {"start": 2176.27, "end": 2176.71, "word": " x3،", "probability": 0.927734375}, {"start": 2176.71, "end": 2177.11, "word": " x4،", "probability": 0.9664713541666666}, {"start": 2177.11, "end": 2177.89, "word": " x5،", "probability": 0.7313639322916666}, {"start": 2177.89, "end": 2178.33, "word": " بسميها", "probability": 0.906982421875}, {"start": 2178.33, "end": 2178.53, "word": " one", "probability": 0.7861328125}, {"start": 2178.53, "end": 2179.11, "word": " epoch", "probability": 0.826171875}, {"start": 2179.11, "end": 2179.41, "word": " ال", "probability": 0.73583984375}, {"start": 2179.41, "end": 2179.57, "word": " one", "probability": 0.72314453125}, {"start": 2179.57, "end": 2179.83, "word": " epoch", "probability": 0.9677734375}, {"start": 2179.83, "end": 2180.29, "word": " هدولة", "probability": 0.8533935546875}, {"start": 2180.29, "end": 2180.59, "word": " أكم", "probability": 0.820556640625}, {"start": 2180.59, "end": 2181.23, "word": " matchings", "probability": 0.181427001953125}, {"start": 2181.23, "end": 2181.53, "word": " صار", "probability": 0.913818359375}, {"start": 2181.53, "end": 2181.89, "word": " بين", "probability": 0.96435546875}, {"start": 2181.89, "end": 2182.77, "word": " 2", "probability": 0.74951171875}, {"start": 2182.77, "end": 2183.39, "word": " و", "probability": 0.982421875}, {"start": 2183.39, "end": 2183.81, "word": " 5", "probability": 0.75830078125}, {"start": 2183.81, "end": 2185.19, "word": " مرتين", "probability": 0.986328125}, {"start": 2185.19, "end": 2186.39, "word": " فيعني", "probability": 0.7310384114583334}, {"start": 2186.39, "end": 2187.37, "word": " توقعا", "probability": 0.891845703125}, {"start": 2187.37, "end": 2188.25, "word": " الرقم", "probability": 0.92919921875}, {"start": 2188.25, "end": 2188.39, "word": " اللي", "probability": 0.921875}, {"start": 2188.39, "end": 2188.83, "word": " المفروض", "probability": 0.9927978515625}, {"start": 2188.83, "end": 2188.99, "word": " لل", "probability": 0.69775390625}, {"start": 2188.99, "end": 2189.25, "word": " weight", "probability": 0.9482421875}, {"start": 2189.25, "end": 2189.67, "word": " هذي", "probability": 0.5756022135416666}, {"start": 2189.67, "end": 2190.29, "word": " توقعا", "probability": 0.8812255859375}, {"start": 2190.29, "end": 2190.91, "word": " بيروح", "probability": 0.735107421875}, {"start": 2190.91, "end": 2191.07, "word": " لل", "probability": 0.76416015625}, {"start": 2191.07, "end": 2191.41, "word": " 2", "probability": 0.66943359375}, {"start": 2191.41, "end": 2193.01, "word": " توقعا،", "probability": 0.789794921875}, {"start": 2193.01, "end": 2193.35, "word": " نشوف", "probability": 0.8046875}, {"start": 2193.35, "end": 2194.21, "word": " إيش", "probability": 0.7498372395833334}, {"start": 2194.21, "end": 2194.47, "word": " بيطلع", "probability": 0.83076171875}, {"start": 2194.47, "end": 2195.61, "word": " فعليا،", "probability": 0.8046875}, {"start": 2195.61, "end": 2196.01, "word": " تمام", "probability": 0.971923828125}, {"start": 2196.01, "end": 2196.95, "word": " بالنسبة", "probability": 0.9073486328125}, {"start": 2196.95, "end": 2197.37, "word": " لأ،", "probability": 0.7859700520833334}, {"start": 2197.37, "end": 2198.47, "word": " x3", "probability": 0.95361328125}, {"start": 2198.47, "end": 2199.49, "word": " و", "probability": 0.9267578125}, {"start": 2199.49, "end": 2200.19, "word": " x4", "probability": 0.919921875}, {"start": 2200.19, "end": 2200.65, "word": " هي", "probability": 0.8564453125}, {"start": 2200.65, "end": 2200.85, "word": " مرة", "probability": 0.98974609375}, {"start": 2200.85, "end": 2201.21, "word": " واحدة", "probability": 0.9715169270833334}], "temperature": 1.0}, {"id": 91, "seek": 222721, "start": 2202.05, "end": 2227.21, "text": "هي مرة واحدة فقط بيظهروا فيها كويس فهيك الشواهد هيك بتقول الشكل هيكون بهذا الشكل زي ما احنا .. زي ما احنا فعلا توقعناه و رسمناها هنا قدامنا Initially هيكون بالشكل اللي قدامنا الشبكة أو ال neural .. ال neural networks بهذا الشكل حسب ال unsupervised learning", "tokens": [3224, 1829, 3714, 25720, 36764, 24401, 3660, 6156, 47432, 4724, 1829, 19913, 3224, 2288, 14407, 8978, 11296, 9122, 45865, 3794, 6156, 3224, 1829, 4117, 25124, 14407, 3224, 3215, 39896, 4117, 39894, 39648, 25124, 28820, 39896, 30544, 39627, 15730, 25124, 28820, 30767, 1829, 19446, 1975, 5016, 8315, 4386, 30767, 1829, 19446, 1975, 5016, 8315, 6156, 3615, 15040, 6055, 30543, 3615, 8315, 3224, 4032, 12602, 38251, 8315, 11296, 34105, 12174, 3215, 10943, 8315, 29446, 39896, 30544, 20666, 8592, 28820, 13672, 1829, 12174, 3215, 10943, 8315, 25124, 3555, 4117, 3660, 34051, 2423, 18161, 4386, 2423, 18161, 9590, 39627, 15730, 25124, 28820, 11331, 35457, 2423, 2693, 12879, 24420, 2539], "avg_logprob": -0.12632664433627758, "compression_ratio": 1.8355555555555556, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2202.05, "end": 2202.33, "word": "هي", "probability": 0.770751953125}, {"start": 2202.33, "end": 2202.59, "word": " مرة", "probability": 0.977783203125}, {"start": 2202.59, "end": 2203.35, "word": " واحدة", "probability": 0.984375}, {"start": 2203.35, "end": 2203.57, "word": " فقط", "probability": 0.983154296875}, {"start": 2203.57, "end": 2203.97, "word": " بيظهروا", "probability": 0.9085286458333334}, {"start": 2203.97, "end": 2204.23, "word": " فيها", "probability": 0.982421875}, {"start": 2204.23, "end": 2204.99, "word": " كويس", "probability": 0.7982584635416666}, {"start": 2204.99, "end": 2205.79, "word": " فهيك", "probability": 0.808349609375}, {"start": 2205.79, "end": 2206.51, "word": " الشواهد", "probability": 0.9786376953125}, {"start": 2206.51, "end": 2206.65, "word": " هيك", "probability": 0.768310546875}, {"start": 2206.65, "end": 2207.09, "word": " بتقول", "probability": 0.9619140625}, {"start": 2207.09, "end": 2208.39, "word": " الشكل", "probability": 0.94580078125}, {"start": 2208.39, "end": 2208.95, "word": " هيكون", "probability": 0.89501953125}, {"start": 2208.95, "end": 2209.21, "word": " بهذا", "probability": 0.941650390625}, {"start": 2209.21, "end": 2209.47, "word": " الشكل", "probability": 0.989990234375}, {"start": 2209.47, "end": 2209.63, "word": " زي", "probability": 0.961669921875}, {"start": 2209.63, "end": 2209.71, "word": " ما", "probability": 0.9189453125}, {"start": 2209.71, "end": 2209.85, "word": " احنا", "probability": 0.8899739583333334}, {"start": 2209.85, "end": 2209.91, "word": " ..", "probability": 0.3388671875}, {"start": 2209.91, "end": 2210.15, "word": " زي", "probability": 0.95703125}, {"start": 2210.15, "end": 2210.27, "word": " ما", "probability": 0.984375}, {"start": 2210.27, "end": 2210.39, "word": " احنا", "probability": 0.9772135416666666}, {"start": 2210.39, "end": 2210.61, "word": " فعلا", "probability": 0.92236328125}, {"start": 2210.61, "end": 2211.13, "word": " توقعناه", "probability": 0.843359375}, {"start": 2211.13, "end": 2211.17, "word": " و", "probability": 0.978515625}, {"start": 2211.17, "end": 2211.57, "word": " رسمناها", "probability": 0.911376953125}, {"start": 2211.57, "end": 2211.71, "word": " هنا", "probability": 0.92431640625}, {"start": 2211.71, "end": 2212.35, "word": " قدامنا", "probability": 0.935302734375}, {"start": 2212.35, "end": 2214.17, "word": " Initially", "probability": 0.260009765625}, {"start": 2214.17, "end": 2214.83, "word": " هيكون", "probability": 0.923583984375}, {"start": 2214.83, "end": 2215.71, "word": " بالشكل", "probability": 0.9462890625}, {"start": 2215.71, "end": 2216.21, "word": " اللي", "probability": 0.960205078125}, {"start": 2216.21, "end": 2216.71, "word": " قدامنا", "probability": 0.982177734375}, {"start": 2216.71, "end": 2217.61, "word": " الشبكة", "probability": 0.9832763671875}, {"start": 2217.61, "end": 2220.73, "word": " أو", "probability": 0.55078125}, {"start": 2220.73, "end": 2220.97, "word": " ال", "probability": 0.5927734375}, {"start": 2220.97, "end": 2221.33, "word": " neural", "probability": 0.85009765625}, {"start": 2221.33, "end": 2221.53, "word": " ..", "probability": 0.7880859375}, {"start": 2221.53, "end": 2221.87, "word": " ال", "probability": 0.92236328125}, {"start": 2221.87, "end": 2222.23, "word": " neural", "probability": 0.9580078125}, {"start": 2222.23, "end": 2223.67, "word": " networks", "probability": 0.83740234375}, {"start": 2223.67, "end": 2223.97, "word": " بهذا", "probability": 0.962646484375}, {"start": 2223.97, "end": 2224.37, "word": " الشكل", "probability": 0.992431640625}, {"start": 2224.37, "end": 2225.03, "word": " حسب", "probability": 0.951416015625}, {"start": 2225.03, "end": 2225.99, "word": " ال", "probability": 0.94677734375}, {"start": 2225.99, "end": 2226.71, "word": " unsupervised", "probability": 0.8611653645833334}, {"start": 2226.71, "end": 2227.21, "word": " learning", "probability": 0.544921875}], "temperature": 1.0}, {"id": 92, "seek": 224296, "start": 2229.07, "end": 2242.97, "text": "input output فهذه X وهذه Y تمام Initially بنقول انه بين واحد و واحد string عالية بنعطيها قيمة واحد هاي واحد بين واحد و واحد otherwise zeros", "tokens": [259, 2582, 5598, 6156, 3224, 24192, 1783, 37037, 24192, 398, 46811, 10943, 29446, 44945, 39648, 16472, 3224, 49374, 36764, 24401, 4032, 36764, 24401, 6798, 6225, 6027, 10632, 44945, 3615, 9566, 1829, 11296, 12174, 32640, 3660, 36764, 24401, 8032, 47302, 36764, 24401, 49374, 36764, 24401, 4032, 36764, 24401, 5911, 35193], "avg_logprob": -0.2657812583446503, "compression_ratio": 1.4788732394366197, "no_speech_prob": 2.562999725341797e-06, "words": [{"start": 2229.07, "end": 2229.65, "word": "input", "probability": 0.811767578125}, {"start": 2229.65, "end": 2230.45, "word": " output", "probability": 0.458984375}, {"start": 2230.45, "end": 2230.97, "word": " فهذه", "probability": 0.6376139322916666}, {"start": 2230.97, "end": 2231.29, "word": " X", "probability": 0.485595703125}, {"start": 2231.29, "end": 2231.67, "word": " وهذه", "probability": 0.819091796875}, {"start": 2231.67, "end": 2232.01, "word": " Y", "probability": 0.9599609375}, {"start": 2232.01, "end": 2232.79, "word": " تمام", "probability": 0.9462890625}, {"start": 2232.79, "end": 2233.59, "word": " Initially", "probability": 0.318115234375}, {"start": 2233.59, "end": 2234.31, "word": " بنقول", "probability": 0.6441650390625}, {"start": 2234.31, "end": 2234.75, "word": " انه", "probability": 0.674560546875}, {"start": 2234.75, "end": 2235.03, "word": " بين", "probability": 0.962890625}, {"start": 2235.03, "end": 2235.43, "word": " واحد", "probability": 0.925048828125}, {"start": 2235.43, "end": 2235.57, "word": " و", "probability": 0.8369140625}, {"start": 2235.57, "end": 2236.07, "word": " واحد", "probability": 0.7578125}, {"start": 2236.07, "end": 2237.31, "word": " string", "probability": 0.38232421875}, {"start": 2237.31, "end": 2237.85, "word": " عالية", "probability": 0.9767252604166666}, {"start": 2237.85, "end": 2238.53, "word": " بنعطيها", "probability": 0.910546875}, {"start": 2238.53, "end": 2238.83, "word": " قيمة", "probability": 0.9905598958333334}, {"start": 2238.83, "end": 2239.17, "word": " واحد", "probability": 0.960693359375}, {"start": 2239.17, "end": 2239.49, "word": " هاي", "probability": 0.4930419921875}, {"start": 2239.49, "end": 2239.87, "word": " واحد", "probability": 0.989990234375}, {"start": 2239.87, "end": 2240.57, "word": " بين", "probability": 0.8466796875}, {"start": 2240.57, "end": 2240.97, "word": " واحد", "probability": 0.99365234375}, {"start": 2240.97, "end": 2241.11, "word": " و", "probability": 0.90625}, {"start": 2241.11, "end": 2241.49, "word": " واحد", "probability": 0.9609375}, {"start": 2241.49, "end": 2242.37, "word": " otherwise", "probability": 0.78173828125}, {"start": 2242.37, "end": 2242.97, "word": " zeros", "probability": 0.66259765625}], "temperature": 1.0}, {"id": 93, "seek": 227321, "start": 2245.07, "end": 2273.21, "text": "طيب هيها 0 0 0 0 بين 1 و 2 و 1 3 و 1 4 و 1 5 1 2 1 3 1 4 و 1 5 طيب هنا 2 و 2 هيلي 2 و 2 3 و 3 4 و 4 5 و 5 Initially بعدين بنبدأ نشتغل على المعدلات اللي أخدناها في ال algorithm نفسه أني أبدأ أعمل activation فبنبدأ نشتغل هنا activation نضرب نضرب ال weight الأولى العالية هذه مع الواحد طبعا هنا لما ندخل", "tokens": [9566, 1829, 3555, 39896, 11296, 1958, 1958, 1958, 1958, 49374, 502, 4032, 568, 4032, 502, 805, 4032, 502, 1017, 4032, 502, 1025, 502, 568, 502, 805, 502, 1017, 4032, 502, 1025, 23032, 1829, 3555, 34105, 568, 4032, 568, 39896, 20292, 568, 4032, 568, 805, 4032, 805, 1017, 4032, 1017, 1025, 4032, 1025, 29446, 39182, 9957, 44945, 44510, 10721, 8717, 8592, 2655, 17082, 1211, 15844, 9673, 22488, 1211, 9307, 13672, 1829, 5551, 9778, 3215, 8315, 11296, 8978, 2423, 9284, 8717, 36178, 3224, 14739, 1829, 5551, 44510, 10721, 5551, 25957, 1211, 24433, 6156, 3555, 1863, 44510, 10721, 8717, 8592, 2655, 17082, 1211, 34105, 24433, 8717, 11242, 25513, 8717, 11242, 25513, 2423, 3364, 16247, 12610, 7578, 18863, 6027, 10632, 29538, 20449, 2423, 14407, 24401, 23032, 3555, 3615, 995, 34105, 5296, 15042, 8717, 3215, 9778, 1211], "avg_logprob": -0.15812970372967253, "compression_ratio": 1.7777777777777777, "no_speech_prob": 1.6033649444580078e-05, "words": [{"start": 2245.07, "end": 2245.41, "word": "طيب", "probability": 0.7693684895833334}, {"start": 2245.41, "end": 2245.77, "word": " هيها", "probability": 0.593505859375}, {"start": 2245.77, "end": 2246.17, "word": " 0", "probability": 0.1871337890625}, {"start": 2246.17, "end": 2246.67, "word": " 0", "probability": 0.4345703125}, {"start": 2246.67, "end": 2247.13, "word": " 0", "probability": 0.9599609375}, {"start": 2247.13, "end": 2247.61, "word": " 0", "probability": 0.96826171875}, {"start": 2247.61, "end": 2248.11, "word": " بين", "probability": 0.7509765625}, {"start": 2248.11, "end": 2248.35, "word": " 1", "probability": 0.861328125}, {"start": 2248.35, "end": 2248.47, "word": " و", "probability": 0.884765625}, {"start": 2248.47, "end": 2248.65, "word": " 2", "probability": 0.84814453125}, {"start": 2248.65, "end": 2248.79, "word": " و", "probability": 0.4736328125}, {"start": 2248.79, "end": 2248.89, "word": " 1", "probability": 0.88916015625}, {"start": 2248.89, "end": 2249.09, "word": " 3", "probability": 0.6484375}, {"start": 2249.09, "end": 2249.21, "word": " و", "probability": 0.71826171875}, {"start": 2249.21, "end": 2249.31, "word": " 1", "probability": 0.8759765625}, {"start": 2249.31, "end": 2249.51, "word": " 4", "probability": 0.966796875}, {"start": 2249.51, "end": 2249.63, "word": " و", "probability": 0.9921875}, {"start": 2249.63, "end": 2249.69, "word": " 1", "probability": 0.728515625}, {"start": 2249.69, "end": 2249.89, "word": " 5", "probability": 0.98583984375}, {"start": 2249.89, "end": 2250.55, "word": " 1", "probability": 0.43359375}, {"start": 2250.55, "end": 2250.99, "word": " 2", "probability": 0.94140625}, {"start": 2250.99, "end": 2251.21, "word": " 1", "probability": 0.845703125}, {"start": 2251.21, "end": 2251.53, "word": " 3", "probability": 0.98095703125}, {"start": 2251.53, "end": 2251.71, "word": " 1", "probability": 0.86279296875}, {"start": 2251.71, "end": 2252.07, "word": " 4", "probability": 0.982421875}, {"start": 2252.07, "end": 2252.21, "word": " و", "probability": 0.7509765625}, {"start": 2252.21, "end": 2252.29, "word": " 1", "probability": 0.91748046875}, {"start": 2252.29, "end": 2252.61, "word": " 5", "probability": 0.986328125}, {"start": 2252.61, "end": 2253.23, "word": " طيب", "probability": 0.9495442708333334}, {"start": 2253.23, "end": 2253.93, "word": " هنا", "probability": 0.94091796875}, {"start": 2253.93, "end": 2254.33, "word": " 2", "probability": 0.9423828125}, {"start": 2254.33, "end": 2254.49, "word": " و", "probability": 0.8974609375}, {"start": 2254.49, "end": 2254.81, "word": " 2", "probability": 0.93359375}, {"start": 2254.81, "end": 2255.21, "word": " هيلي", "probability": 0.50494384765625}, {"start": 2255.21, "end": 2255.35, "word": " 2", "probability": 0.96484375}, {"start": 2255.35, "end": 2255.55, "word": " و", "probability": 0.96142578125}, {"start": 2255.55, "end": 2255.79, "word": " 2", "probability": 0.87158203125}, {"start": 2255.79, "end": 2256.17, "word": " 3", "probability": 0.56982421875}, {"start": 2256.17, "end": 2256.31, "word": " و", "probability": 0.990234375}, {"start": 2256.31, "end": 2256.63, "word": " 3", "probability": 0.892578125}, {"start": 2256.63, "end": 2256.99, "word": " 4", "probability": 0.96826171875}, {"start": 2256.99, "end": 2257.11, "word": " و", "probability": 0.96728515625}, {"start": 2257.11, "end": 2257.27, "word": " 4", "probability": 0.908203125}, {"start": 2257.27, "end": 2257.53, "word": " 5", "probability": 0.86669921875}, {"start": 2257.53, "end": 2257.65, "word": " و", "probability": 0.99609375}, {"start": 2257.65, "end": 2257.81, "word": " 5", "probability": 0.9189453125}, {"start": 2257.81, "end": 2258.33, "word": " Initially", "probability": 0.324462890625}, {"start": 2258.33, "end": 2259.27, "word": " بعدين", "probability": 0.893798828125}, {"start": 2259.27, "end": 2259.65, "word": " بنبدأ", "probability": 0.9309895833333334}, {"start": 2259.65, "end": 2259.99, "word": " نشتغل", "probability": 0.99384765625}, {"start": 2259.99, "end": 2260.15, "word": " على", "probability": 0.85107421875}, {"start": 2260.15, "end": 2260.83, "word": " المعدلات", "probability": 0.89501953125}, {"start": 2260.83, "end": 2261.37, "word": " اللي", "probability": 0.92724609375}, {"start": 2261.37, "end": 2261.81, "word": " أخدناها", "probability": 0.95927734375}, {"start": 2261.81, "end": 2261.93, "word": " في", "probability": 0.93408203125}, {"start": 2261.93, "end": 2261.99, "word": " ال", "probability": 0.9345703125}, {"start": 2261.99, "end": 2262.29, "word": " algorithm", "probability": 0.88720703125}, {"start": 2262.29, "end": 2262.77, "word": " نفسه", "probability": 0.9962565104166666}, {"start": 2262.77, "end": 2263.11, "word": " أني", "probability": 0.5186767578125}, {"start": 2263.11, "end": 2263.41, "word": " أبدأ", "probability": 0.9222005208333334}, {"start": 2263.41, "end": 2263.69, "word": " أعمل", "probability": 0.9659830729166666}, {"start": 2263.69, "end": 2264.57, "word": " activation", "probability": 0.8779296875}, {"start": 2264.57, "end": 2265.69, "word": " فبنبدأ", "probability": 0.92548828125}, {"start": 2265.69, "end": 2266.15, "word": " نشتغل", "probability": 0.99375}, {"start": 2266.15, "end": 2266.29, "word": " هنا", "probability": 0.76123046875}, {"start": 2266.29, "end": 2266.79, "word": " activation", "probability": 0.94384765625}, {"start": 2266.79, "end": 2267.71, "word": " نضرب", "probability": 0.96826171875}, {"start": 2267.71, "end": 2268.93, "word": " نضرب", "probability": 0.9246419270833334}, {"start": 2268.93, "end": 2269.07, "word": " ال", "probability": 0.98876953125}, {"start": 2269.07, "end": 2269.29, "word": " weight", "probability": 0.95458984375}, {"start": 2269.29, "end": 2270.07, "word": " الأولى", "probability": 0.9425455729166666}, {"start": 2270.07, "end": 2270.47, "word": " العالية", "probability": 0.7782389322916666}, {"start": 2270.47, "end": 2270.79, "word": " هذه", "probability": 0.78271484375}, {"start": 2270.79, "end": 2271.15, "word": " مع", "probability": 0.98876953125}, {"start": 2271.15, "end": 2271.77, "word": " الواحد", "probability": 0.8191731770833334}, {"start": 2271.77, "end": 2272.39, "word": " طبعا", "probability": 0.9747314453125}, {"start": 2272.39, "end": 2272.53, "word": " هنا", "probability": 0.97314453125}, {"start": 2272.53, "end": 2272.69, "word": " لما", "probability": 0.9716796875}, {"start": 2272.69, "end": 2273.21, "word": " ندخل", "probability": 0.9854736328125}], "temperature": 1.0}, {"id": 94, "seek": 230052, "start": 2274.02, "end": 2300.52, "text": "سيكوينس ندخل X1 او ال sample يقولها كانت 10001 كويس دخلناها و نعمل activation ضربناها في العالي و هدول ضربناهم في المنخفض قيم منخفضة zeros هيها فضرب عادي جبري مافيش اي مشكلة فيه عشان نحصل على ال output ندخل التاني او التالتة او الرابعة او الخمسة و نبدأ نشتغل على Delta Delta مين؟ Delta W's", "tokens": [3794, 1829, 4117, 2407, 9957, 3794, 8717, 3215, 9778, 1211, 1783, 16, 1975, 2407, 2423, 6889, 7251, 39648, 11296, 25961, 2655, 9714, 16, 9122, 45865, 3794, 11778, 9778, 1211, 8315, 11296, 4032, 8717, 25957, 1211, 24433, 48812, 25513, 8315, 11296, 8978, 18863, 6027, 1829, 4032, 8032, 3215, 12610, 48812, 25513, 8315, 16095, 8978, 9673, 1863, 9778, 5172, 11242, 12174, 32640, 9154, 9778, 5172, 11242, 3660, 35193, 39896, 11296, 6156, 11242, 25513, 6225, 995, 16254, 10874, 3555, 16572, 19446, 41185, 8592, 1975, 1829, 37893, 28820, 3660, 8978, 3224, 6225, 8592, 7649, 8717, 5016, 36520, 15844, 2423, 5598, 8717, 3215, 9778, 1211, 16712, 7649, 1829, 1975, 2407, 16712, 6027, 2655, 3660, 1975, 2407, 34892, 16758, 27884, 1975, 2407, 33962, 2304, 3794, 3660, 4032, 8717, 44510, 10721, 8717, 8592, 2655, 17082, 1211, 15844, 18183, 18183, 3714, 9957, 22807, 18183, 343, 311], "avg_logprob": -0.22976618404868696, "compression_ratio": 1.7677902621722847, "no_speech_prob": 1.245737075805664e-05, "words": [{"start": 2274.02, "end": 2274.6, "word": "سيكوينس", "probability": 0.6205037434895834}, {"start": 2274.6, "end": 2275.06, "word": " ندخل", "probability": 0.8612060546875}, {"start": 2275.06, "end": 2276.12, "word": " X1", "probability": 0.58203125}, {"start": 2276.12, "end": 2277.64, "word": " او", "probability": 0.610595703125}, {"start": 2277.64, "end": 2277.72, "word": " ال", "probability": 0.72314453125}, {"start": 2277.72, "end": 2277.9, "word": " sample", "probability": 0.433837890625}, {"start": 2277.9, "end": 2278.22, "word": " يقولها", "probability": 0.5400390625}, {"start": 2278.22, "end": 2279.04, "word": " كانت", "probability": 0.77294921875}, {"start": 2279.04, "end": 2279.8, "word": " 10001", "probability": 0.4520263671875}, {"start": 2279.8, "end": 2280.44, "word": " كويس", "probability": 0.792724609375}, {"start": 2280.44, "end": 2281.58, "word": " دخلناها", "probability": 0.9408203125}, {"start": 2281.58, "end": 2282.28, "word": " و", "probability": 0.96484375}, {"start": 2282.28, "end": 2282.48, "word": " نعمل", "probability": 0.9044596354166666}, {"start": 2282.48, "end": 2282.86, "word": " activation", "probability": 0.94873046875}, {"start": 2282.86, "end": 2283.28, "word": " ضربناها", "probability": 0.9061279296875}, {"start": 2283.28, "end": 2283.36, "word": " في", "probability": 0.89111328125}, {"start": 2283.36, "end": 2283.76, "word": " العالي", "probability": 0.9386393229166666}, {"start": 2283.76, "end": 2284.06, "word": " و", "probability": 0.77490234375}, {"start": 2284.06, "end": 2284.26, "word": " هدول", "probability": 0.9293619791666666}, {"start": 2284.26, "end": 2284.68, "word": " ضربناهم", "probability": 0.8795166015625}, {"start": 2284.68, "end": 2284.8, "word": " في", "probability": 0.94140625}, {"start": 2284.8, "end": 2285.28, "word": " المنخفض", "probability": 0.80693359375}, {"start": 2285.28, "end": 2285.66, "word": " قيم", "probability": 0.896240234375}, {"start": 2285.66, "end": 2286.72, "word": " منخفضة", "probability": 0.9861328125}, {"start": 2286.72, "end": 2287.2, "word": " zeros", "probability": 0.172119140625}, {"start": 2287.2, "end": 2287.74, "word": " هيها", "probability": 0.9208984375}, {"start": 2287.74, "end": 2288.98, "word": " فضرب", "probability": 0.9796549479166666}, {"start": 2288.98, "end": 2289.88, "word": " عادي", "probability": 0.9488932291666666}, {"start": 2289.88, "end": 2290.28, "word": " جبري", "probability": 0.8968098958333334}, {"start": 2290.28, "end": 2290.94, "word": " مافيش", "probability": 0.9181315104166666}, {"start": 2290.94, "end": 2291.06, "word": " اي", "probability": 0.73681640625}, {"start": 2291.06, "end": 2291.42, "word": " مشكلة", "probability": 0.9811197916666666}, {"start": 2291.42, "end": 2291.74, "word": " فيه", "probability": 0.9814453125}, {"start": 2291.74, "end": 2292.1, "word": " عشان", "probability": 0.9835611979166666}, {"start": 2292.1, "end": 2292.46, "word": " نحصل", "probability": 0.9903971354166666}, {"start": 2292.46, "end": 2292.7, "word": " على", "probability": 0.91015625}, {"start": 2292.7, "end": 2293.16, "word": " ال", "probability": 0.6806640625}, {"start": 2293.16, "end": 2293.8, "word": " output", "probability": 0.97021484375}, {"start": 2293.8, "end": 2294.8, "word": " ندخل", "probability": 0.974365234375}, {"start": 2294.8, "end": 2295.2, "word": " التاني", "probability": 0.8396809895833334}, {"start": 2295.2, "end": 2295.3, "word": " او", "probability": 0.785400390625}, {"start": 2295.3, "end": 2295.72, "word": " التالتة", "probability": 0.906982421875}, {"start": 2295.72, "end": 2295.82, "word": " او", "probability": 0.82177734375}, {"start": 2295.82, "end": 2296.12, "word": " الرابعة", "probability": 0.9471028645833334}, {"start": 2296.12, "end": 2296.2, "word": " او", "probability": 0.9443359375}, {"start": 2296.2, "end": 2296.54, "word": " الخمسة", "probability": 0.8914794921875}, {"start": 2296.54, "end": 2296.6, "word": " و", "probability": 0.9521484375}, {"start": 2296.6, "end": 2296.9, "word": " نبدأ", "probability": 0.9124348958333334}, {"start": 2296.9, "end": 2297.38, "word": " نشتغل", "probability": 0.99580078125}, {"start": 2297.38, "end": 2297.62, "word": " على", "probability": 0.95947265625}, {"start": 2297.62, "end": 2298.24, "word": " Delta", "probability": 0.302490234375}, {"start": 2298.24, "end": 2299.34, "word": " Delta", "probability": 0.7275390625}, {"start": 2299.34, "end": 2299.7, "word": " مين؟", "probability": 0.5486653645833334}, {"start": 2299.7, "end": 2299.88, "word": " Delta", "probability": 0.7294921875}, {"start": 2299.88, "end": 2300.52, "word": " W's", "probability": 0.6279296875}], "temperature": 1.0}, {"id": 95, "seek": 232821, "start": 2302.69, "end": 2328.21, "text": "Delta W هذه و هذه و هذه و هذه و هذه كل واحدة منهم Delta W حسب قيمة ال I بتاعتها بعد ذلك بعد أكام epoch هنجد أنه بيصير استقرار لقيم ال weights خلاص مابتعدش تتغير كتير مابتعدش تتغير كتير لما نصل لحالة الاستقرار هنجد أنه اللي صار لهم الحقيقة تقوية increasing هم ال", "tokens": [40848, 1328, 343, 29538, 4032, 29538, 4032, 29538, 4032, 29538, 4032, 29538, 28242, 36764, 24401, 3660, 9154, 16095, 18183, 343, 11331, 35457, 12174, 32640, 3660, 2423, 286, 39894, 995, 34268, 11296, 39182, 29910, 23275, 39182, 5551, 4117, 10943, 30992, 339, 8032, 1863, 7435, 3215, 14739, 3224, 4724, 1829, 9381, 13546, 44713, 4587, 2288, 9640, 5296, 4587, 32640, 2423, 17443, 16490, 1211, 33546, 3714, 16758, 2655, 22488, 8592, 6055, 2655, 17082, 13546, 9122, 2655, 13546, 3714, 16758, 2655, 22488, 8592, 6055, 2655, 17082, 13546, 9122, 2655, 13546, 5296, 15042, 8717, 36520, 5296, 5016, 6027, 3660, 42963, 14851, 4587, 2288, 9640, 8032, 1863, 7435, 3215, 14739, 3224, 13672, 1829, 20328, 9640, 5296, 16095, 21542, 38436, 28671, 6055, 4587, 2407, 10632, 5662, 8032, 2304, 2423], "avg_logprob": -0.17212907230950952, "compression_ratio": 1.9375, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 2302.69, "end": 2303.11, "word": "Delta", "probability": 0.5823974609375}, {"start": 2303.11, "end": 2303.39, "word": " W", "probability": 0.493408203125}, {"start": 2303.39, "end": 2303.65, "word": " هذه", "probability": 0.428955078125}, {"start": 2303.65, "end": 2303.77, "word": " و", "probability": 0.43896484375}, {"start": 2303.77, "end": 2304.01, "word": " هذه", "probability": 0.92822265625}, {"start": 2304.01, "end": 2304.15, "word": " و", "probability": 0.912109375}, {"start": 2304.15, "end": 2304.35, "word": " هذه", "probability": 0.96630859375}, {"start": 2304.35, "end": 2304.45, "word": " و", "probability": 0.92822265625}, {"start": 2304.45, "end": 2304.61, "word": " هذه", "probability": 0.94189453125}, {"start": 2304.61, "end": 2304.69, "word": " و", "probability": 0.86865234375}, {"start": 2304.69, "end": 2304.81, "word": " هذه", "probability": 0.9345703125}, {"start": 2304.81, "end": 2305.01, "word": " كل", "probability": 0.44482421875}, {"start": 2305.01, "end": 2305.25, "word": " واحدة", "probability": 0.9869791666666666}, {"start": 2305.25, "end": 2305.51, "word": " منهم", "probability": 0.974609375}, {"start": 2305.51, "end": 2306.07, "word": " Delta", "probability": 0.74853515625}, {"start": 2306.07, "end": 2306.47, "word": " W", "probability": 0.9736328125}, {"start": 2306.47, "end": 2307.27, "word": " حسب", "probability": 0.96337890625}, {"start": 2307.27, "end": 2307.67, "word": " قيمة", "probability": 0.99609375}, {"start": 2307.67, "end": 2307.81, "word": " ال", "probability": 0.5595703125}, {"start": 2307.81, "end": 2308.03, "word": " I", "probability": 0.407958984375}, {"start": 2308.03, "end": 2308.55, "word": " بتاعتها", "probability": 0.9005126953125}, {"start": 2308.55, "end": 2309.61, "word": " بعد", "probability": 0.9052734375}, {"start": 2309.61, "end": 2309.93, "word": " ذلك", "probability": 0.9765625}, {"start": 2309.93, "end": 2310.17, "word": " بعد", "probability": 0.763671875}, {"start": 2310.17, "end": 2310.53, "word": " أكام", "probability": 0.65576171875}, {"start": 2310.53, "end": 2311.43, "word": " epoch", "probability": 0.50347900390625}, {"start": 2311.43, "end": 2312.21, "word": " هنجد", "probability": 0.888427734375}, {"start": 2312.21, "end": 2312.51, "word": " أنه", "probability": 0.78173828125}, {"start": 2312.51, "end": 2312.77, "word": " بيصير", "probability": 0.8211669921875}, {"start": 2312.77, "end": 2313.45, "word": " استقرار", "probability": 0.9747314453125}, {"start": 2313.45, "end": 2314.05, "word": " لقيم", "probability": 0.83642578125}, {"start": 2314.05, "end": 2314.63, "word": " ال", "probability": 0.99267578125}, {"start": 2314.63, "end": 2314.99, "word": " weights", "probability": 0.78564453125}, {"start": 2314.99, "end": 2315.67, "word": " خلاص", "probability": 0.958984375}, {"start": 2315.67, "end": 2316.53, "word": " مابتعدش", "probability": 0.7453369140625}, {"start": 2316.53, "end": 2316.93, "word": " تتغير", "probability": 0.983154296875}, {"start": 2316.93, "end": 2317.29, "word": " كتير", "probability": 0.9825846354166666}, {"start": 2317.29, "end": 2318.01, "word": " مابتعدش", "probability": 0.866552734375}, {"start": 2318.01, "end": 2318.37, "word": " تتغير", "probability": 0.9949951171875}, {"start": 2318.37, "end": 2318.65, "word": " كتير", "probability": 0.9921875}, {"start": 2318.65, "end": 2319.65, "word": " لما", "probability": 0.941162109375}, {"start": 2319.65, "end": 2320.23, "word": " نصل", "probability": 0.926513671875}, {"start": 2320.23, "end": 2320.81, "word": " لحالة", "probability": 0.9119873046875}, {"start": 2320.81, "end": 2321.39, "word": " الاستقرار", "probability": 0.98486328125}, {"start": 2321.39, "end": 2321.97, "word": " هنجد", "probability": 0.9779052734375}, {"start": 2321.97, "end": 2322.39, "word": " أنه", "probability": 0.738037109375}, {"start": 2322.39, "end": 2322.75, "word": " اللي", "probability": 0.97998046875}, {"start": 2322.75, "end": 2322.97, "word": " صار", "probability": 0.974853515625}, {"start": 2322.97, "end": 2323.15, "word": " لهم", "probability": 0.773193359375}, {"start": 2323.15, "end": 2323.81, "word": " الحقيقة", "probability": 0.99267578125}, {"start": 2323.81, "end": 2325.37, "word": " تقوية", "probability": 0.956787109375}, {"start": 2325.37, "end": 2326.33, "word": " increasing", "probability": 0.91552734375}, {"start": 2326.33, "end": 2327.23, "word": " هم", "probability": 0.92041015625}, {"start": 2327.23, "end": 2328.21, "word": " ال", "probability": 0.89306640625}], "temperature": 1.0}, {"id": 96, "seek": 234723, "start": 2329.49, "end": 2347.23, "text": "ال weights اللي احنا علمناه منه و اللي كانوا متوقعين الحقيقة .. الحقيقة كانوا متوقعين اللي هم زي ما احنا هنا مشايفينهم اتنين مرتبطة مع اتنين و مرتبطة مع خمسة مع اتنين و مع خمسة .. منطق جدا .. خمسة نفس الكلام اتنين مع خمسة", "tokens": [6027, 17443, 13672, 1829, 1975, 5016, 8315, 11203, 2304, 8315, 3224, 9154, 3224, 4032, 13672, 1829, 25961, 14407, 44650, 30543, 3615, 9957, 21542, 38436, 28671, 4386, 21542, 38436, 28671, 25961, 14407, 44650, 30543, 3615, 9957, 13672, 1829, 8032, 2304, 30767, 1829, 19446, 1975, 5016, 8315, 34105, 37893, 995, 33911, 9957, 16095, 1975, 2655, 1863, 9957, 3714, 43500, 3555, 9566, 3660, 20449, 1975, 2655, 1863, 9957, 4032, 3714, 43500, 3555, 9566, 3660, 20449, 16490, 2304, 3794, 3660, 20449, 1975, 2655, 1863, 9957, 4032, 20449, 16490, 2304, 3794, 3660, 4386, 9154, 9566, 4587, 10874, 28259, 4386, 16490, 2304, 3794, 3660, 8717, 36178, 2423, 28820, 10943, 1975, 2655, 1863, 9957, 20449, 16490, 2304, 3794, 3660], "avg_logprob": -0.10916758744062575, "compression_ratio": 2.2126436781609193, "no_speech_prob": 3.0994415283203125e-06, "words": [{"start": 2329.49, "end": 2329.75, "word": "ال", "probability": 0.841796875}, {"start": 2329.75, "end": 2330.13, "word": " weights", "probability": 0.65966796875}, {"start": 2330.13, "end": 2330.31, "word": " اللي", "probability": 0.824462890625}, {"start": 2330.31, "end": 2330.51, "word": " احنا", "probability": 0.88330078125}, {"start": 2330.51, "end": 2331.01, "word": " علمناه", "probability": 0.8360595703125}, {"start": 2331.01, "end": 2331.25, "word": " منه", "probability": 0.695556640625}, {"start": 2331.25, "end": 2331.31, "word": " و", "probability": 0.294189453125}, {"start": 2331.31, "end": 2331.41, "word": " اللي", "probability": 0.93603515625}, {"start": 2331.41, "end": 2331.63, "word": " كانوا", "probability": 0.986328125}, {"start": 2331.63, "end": 2332.19, "word": " متوقعين", "probability": 0.990234375}, {"start": 2332.19, "end": 2332.71, "word": " الحقيقة", "probability": 0.9825846354166666}, {"start": 2332.71, "end": 2332.81, "word": " ..", "probability": 0.53955078125}, {"start": 2332.81, "end": 2333.79, "word": " الحقيقة", "probability": 0.8815104166666666}, {"start": 2333.79, "end": 2334.01, "word": " كانوا", "probability": 0.957763671875}, {"start": 2334.01, "end": 2334.63, "word": " متوقعين", "probability": 0.9903564453125}, {"start": 2334.63, "end": 2335.25, "word": " اللي", "probability": 0.94775390625}, {"start": 2335.25, "end": 2335.43, "word": " هم", "probability": 0.924072265625}, {"start": 2335.43, "end": 2335.65, "word": " زي", "probability": 0.953369140625}, {"start": 2335.65, "end": 2335.73, "word": " ما", "probability": 0.96484375}, {"start": 2335.73, "end": 2335.85, "word": " احنا", "probability": 0.9303385416666666}, {"start": 2335.85, "end": 2336.01, "word": " هنا", "probability": 0.419677734375}, {"start": 2336.01, "end": 2336.55, "word": " مشايفينهم", "probability": 0.835546875}, {"start": 2336.55, "end": 2337.15, "word": " اتنين", "probability": 0.8773193359375}, {"start": 2337.15, "end": 2338.53, "word": " مرتبطة", "probability": 0.97978515625}, {"start": 2338.53, "end": 2338.63, "word": " مع", "probability": 0.99658203125}, {"start": 2338.63, "end": 2339.07, "word": " اتنين", "probability": 0.98974609375}, {"start": 2339.07, "end": 2339.61, "word": " و", "probability": 0.9853515625}, {"start": 2339.61, "end": 2340.09, "word": " مرتبطة", "probability": 0.97470703125}, {"start": 2340.09, "end": 2340.21, "word": " مع", "probability": 0.9951171875}, {"start": 2340.21, "end": 2340.97, "word": " خمسة", "probability": 0.9852294921875}, {"start": 2340.97, "end": 2342.03, "word": " مع", "probability": 0.60888671875}, {"start": 2342.03, "end": 2342.31, "word": " اتنين", "probability": 0.98583984375}, {"start": 2342.31, "end": 2342.37, "word": " و", "probability": 0.994140625}, {"start": 2342.37, "end": 2342.45, "word": " مع", "probability": 0.9306640625}, {"start": 2342.45, "end": 2343.27, "word": " خمسة", "probability": 0.99609375}, {"start": 2343.27, "end": 2343.61, "word": " ..", "probability": 0.74609375}, {"start": 2343.61, "end": 2343.89, "word": " منطق", "probability": 0.814453125}, {"start": 2343.89, "end": 2344.25, "word": " جدا", "probability": 0.918701171875}, {"start": 2344.25, "end": 2344.89, "word": " ..", "probability": 0.73046875}, {"start": 2344.89, "end": 2345.53, "word": " خمسة", "probability": 0.9547119140625}, {"start": 2345.53, "end": 2345.75, "word": " نفس", "probability": 0.9921875}, {"start": 2345.75, "end": 2346.21, "word": " الكلام", "probability": 0.9671223958333334}, {"start": 2346.21, "end": 2346.67, "word": " اتنين", "probability": 0.8922119140625}, {"start": 2346.67, "end": 2346.79, "word": " مع", "probability": 0.98876953125}, {"start": 2346.79, "end": 2347.23, "word": " خمسة", "probability": 0.9969482421875}], "temperature": 1.0}, {"id": 97, "seek": 237336, "start": 2347.92, "end": 2373.36, "text": "تنين مع خمسة جيد بحيث انه هذي بتزيد هذي بتزيد معها هذي بتزيد هذي بتزيد معها نفس الكلام تلاتة و أربعة لأ هم مش مرتبطين مع حد هو مع حالهم بس بصرا activation معناته مع حالهم كويس فبدأنا بال diagonal ones او ال identity matrix هذه identity matrix وانتهينا نشوف نحلل انتهينا له انتهينا باتنين", "tokens": [2655, 1863, 9957, 20449, 16490, 2304, 3794, 3660, 10874, 25708, 4724, 5016, 1829, 12984, 16472, 3224, 8032, 8848, 1829, 39894, 11622, 25708, 8032, 8848, 1829, 39894, 11622, 25708, 20449, 11296, 8032, 8848, 1829, 39894, 11622, 25708, 8032, 8848, 1829, 39894, 11622, 25708, 20449, 11296, 8717, 36178, 2423, 28820, 10943, 6055, 1211, 9307, 3660, 4032, 5551, 25513, 27884, 5296, 10721, 8032, 2304, 37893, 3714, 43500, 3555, 9566, 9957, 20449, 11331, 3215, 31439, 20449, 11331, 6027, 16095, 4724, 3794, 4724, 9381, 23557, 24433, 20449, 8315, 47395, 20449, 11331, 6027, 16095, 9122, 45865, 3794, 6156, 44510, 10721, 8315, 20666, 21539, 2306, 1975, 2407, 2423, 6575, 8141, 29538, 6575, 8141, 4032, 7649, 47395, 1829, 8315, 8717, 8592, 38688, 8717, 5016, 1211, 1211, 16472, 47395, 1829, 8315, 46740, 16472, 47395, 1829, 8315, 4724, 9307, 1863, 9957], "avg_logprob": -0.18596118011257864, "compression_ratio": 1.9831223628691983, "no_speech_prob": 3.814697265625e-06, "words": [{"start": 2347.92, "end": 2348.26, "word": "تنين", "probability": 0.5096435546875}, {"start": 2348.26, "end": 2348.72, "word": " مع", "probability": 0.939453125}, {"start": 2348.72, "end": 2349.32, "word": " خمسة", "probability": 0.968505859375}, {"start": 2349.32, "end": 2349.76, "word": " جيد", "probability": 0.84912109375}, {"start": 2349.76, "end": 2350.42, "word": " بحيث", "probability": 0.9525146484375}, {"start": 2350.42, "end": 2350.6, "word": " انه", "probability": 0.4354248046875}, {"start": 2350.6, "end": 2350.76, "word": " هذي", "probability": 0.52001953125}, {"start": 2350.76, "end": 2351.1, "word": " بتزيد", "probability": 0.9601236979166666}, {"start": 2351.1, "end": 2351.28, "word": " هذي", "probability": 0.7915852864583334}, {"start": 2351.28, "end": 2351.54, "word": " بتزيد", "probability": 0.96435546875}, {"start": 2351.54, "end": 2351.78, "word": " معها", "probability": 0.824951171875}, {"start": 2351.78, "end": 2352.0, "word": " هذي", "probability": 0.8255208333333334}, {"start": 2352.0, "end": 2352.54, "word": " بتزيد", "probability": 0.9739583333333334}, {"start": 2352.54, "end": 2352.68, "word": " هذي", "probability": 0.943359375}, {"start": 2352.68, "end": 2352.96, "word": " بتزيد", "probability": 0.98583984375}, {"start": 2352.96, "end": 2353.32, "word": " معها", "probability": 0.9208984375}, {"start": 2353.32, "end": 2354.0, "word": " نفس", "probability": 0.982666015625}, {"start": 2354.0, "end": 2354.32, "word": " الكلام", "probability": 0.9617513020833334}, {"start": 2354.32, "end": 2354.68, "word": " تلاتة", "probability": 0.9439697265625}, {"start": 2354.68, "end": 2354.76, "word": " و", "probability": 0.685546875}, {"start": 2354.76, "end": 2355.0, "word": " أربعة", "probability": 0.7654622395833334}, {"start": 2355.0, "end": 2355.18, "word": " لأ", "probability": 0.927490234375}, {"start": 2355.18, "end": 2355.32, "word": " هم", "probability": 0.7166748046875}, {"start": 2355.32, "end": 2355.44, "word": " مش", "probability": 0.9814453125}, {"start": 2355.44, "end": 2355.78, "word": " مرتبطين", "probability": 0.958203125}, {"start": 2355.78, "end": 2355.92, "word": " مع", "probability": 0.96484375}, {"start": 2355.92, "end": 2356.1, "word": " حد", "probability": 0.968994140625}, {"start": 2356.1, "end": 2356.22, "word": " هو", "probability": 0.5546875}, {"start": 2356.22, "end": 2356.38, "word": " مع", "probability": 0.94287109375}, {"start": 2356.38, "end": 2356.74, "word": " حالهم", "probability": 0.97216796875}, {"start": 2356.74, "end": 2357.48, "word": " بس", "probability": 0.994140625}, {"start": 2357.48, "end": 2357.88, "word": " بصرا", "probability": 0.8631184895833334}, {"start": 2357.88, "end": 2358.42, "word": " activation", "probability": 0.240478515625}, {"start": 2358.42, "end": 2359.0, "word": " معناته", "probability": 0.84130859375}, {"start": 2359.0, "end": 2359.12, "word": " مع", "probability": 0.98828125}, {"start": 2359.12, "end": 2359.48, "word": " حالهم", "probability": 0.98388671875}, {"start": 2359.48, "end": 2360.5, "word": " كويس", "probability": 0.9280598958333334}, {"start": 2360.5, "end": 2361.44, "word": " فبدأنا", "probability": 0.9835205078125}, {"start": 2361.44, "end": 2362.5, "word": " بال", "probability": 0.89697265625}, {"start": 2362.5, "end": 2363.84, "word": " diagonal", "probability": 0.70751953125}, {"start": 2363.84, "end": 2364.8, "word": " ones", "probability": 0.73291015625}, {"start": 2364.8, "end": 2365.3, "word": " او", "probability": 0.855224609375}, {"start": 2365.3, "end": 2365.5, "word": " ال", "probability": 0.97509765625}, {"start": 2365.5, "end": 2366.12, "word": " identity", "probability": 0.94189453125}, {"start": 2366.12, "end": 2366.9, "word": " matrix", "probability": 0.93115234375}, {"start": 2366.9, "end": 2367.72, "word": " هذه", "probability": 0.2158203125}, {"start": 2367.72, "end": 2368.36, "word": " identity", "probability": 0.59765625}, {"start": 2368.36, "end": 2368.86, "word": " matrix", "probability": 0.96337890625}, {"start": 2368.86, "end": 2369.72, "word": " وانتهينا", "probability": 0.947265625}, {"start": 2369.72, "end": 2370.7, "word": " نشوف", "probability": 0.66796875}, {"start": 2370.7, "end": 2371.16, "word": " نحلل", "probability": 0.8560791015625}, {"start": 2371.16, "end": 2371.6, "word": " انتهينا", "probability": 0.84423828125}, {"start": 2371.6, "end": 2371.78, "word": " له", "probability": 0.82177734375}, {"start": 2371.78, "end": 2372.54, "word": " انتهينا", "probability": 0.9498291015625}, {"start": 2372.54, "end": 2373.36, "word": " باتنين", "probability": 0.78955078125}], "temperature": 1.0}, {"id": 98, "seek": 240230, "start": 2374.78, "end": 2402.3, "text": "الواحد أولا zeros اتفقنا لأنه أصلا ماصارلهش أساسا activation طول فترة التعلم طول فترة التعلم ماصارلهش activation فإيش بيصير في العصب هذا بيصيرله biologically دمور بيصيرله دمور خلاص دمور ميت تمام ف zeros اتنين مع اتنين أكام مرة ظهروا متفقين مع بعض مرتين الشيخ ظهر مرتين مع بعض", "tokens": [6027, 14407, 24401, 5551, 12610, 995, 35193, 1975, 2655, 5172, 4587, 8315, 5296, 33456, 3224, 5551, 9381, 15040, 19446, 9381, 9640, 43761, 8592, 5551, 3794, 32277, 995, 24433, 23032, 12610, 6156, 2655, 25720, 16712, 3615, 19528, 23032, 12610, 6156, 2655, 25720, 16712, 3615, 19528, 19446, 9381, 9640, 43761, 8592, 24433, 6156, 28814, 1829, 8592, 4724, 1829, 9381, 13546, 8978, 18863, 9381, 3555, 23758, 4724, 1829, 9381, 13546, 43761, 3228, 17157, 11778, 2304, 13063, 4724, 1829, 9381, 13546, 43761, 11778, 2304, 13063, 16490, 1211, 33546, 11778, 2304, 13063, 3714, 36081, 46811, 10943, 6156, 35193, 1975, 2655, 1863, 9957, 20449, 1975, 2655, 1863, 9957, 5551, 4117, 10943, 3714, 25720, 1357, 116, 3224, 2288, 14407, 44650, 5172, 4587, 9957, 20449, 45030, 11242, 3714, 43500, 9957, 25124, 1829, 9778, 1357, 116, 3224, 2288, 3714, 43500, 9957, 20449, 45030, 11242], "avg_logprob": -0.1539522102650474, "compression_ratio": 2.0219298245614037, "no_speech_prob": 0.0, "words": [{"start": 2374.78, "end": 2375.48, "word": "الواحد", "probability": 0.93994140625}, {"start": 2375.48, "end": 2375.82, "word": " أولا", "probability": 0.86962890625}, {"start": 2375.82, "end": 2376.22, "word": " zeros", "probability": 0.33544921875}, {"start": 2376.22, "end": 2377.32, "word": " اتفقنا", "probability": 0.9279296875}, {"start": 2377.32, "end": 2377.8, "word": " لأنه", "probability": 0.7088216145833334}, {"start": 2377.8, "end": 2378.18, "word": " أصلا", "probability": 0.9280598958333334}, {"start": 2378.18, "end": 2378.66, "word": " ماصارلهش", "probability": 0.653515625}, {"start": 2378.66, "end": 2379.42, "word": " أساسا", "probability": 0.9085693359375}, {"start": 2379.42, "end": 2379.76, "word": " activation", "probability": 0.8994140625}, {"start": 2379.76, "end": 2380.12, "word": " طول", "probability": 0.9912109375}, {"start": 2380.12, "end": 2380.5, "word": " فترة", "probability": 0.99658203125}, {"start": 2380.5, "end": 2381.6, "word": " التعلم", "probability": 0.9143880208333334}, {"start": 2381.6, "end": 2382.54, "word": " طول", "probability": 0.947509765625}, {"start": 2382.54, "end": 2382.76, "word": " فترة", "probability": 0.9913736979166666}, {"start": 2382.76, "end": 2382.98, "word": " التعلم", "probability": 0.9246419270833334}, {"start": 2382.98, "end": 2383.38, "word": " ماصارلهش", "probability": 0.9181640625}, {"start": 2383.38, "end": 2384.1, "word": " activation", "probability": 0.99267578125}, {"start": 2384.1, "end": 2385.12, "word": " فإيش", "probability": 0.882568359375}, {"start": 2385.12, "end": 2385.44, "word": " بيصير", "probability": 0.9547119140625}, {"start": 2385.44, "end": 2385.56, "word": " في", "probability": 0.912109375}, {"start": 2385.56, "end": 2385.92, "word": " العصب", "probability": 0.994140625}, {"start": 2385.92, "end": 2386.14, "word": " هذا", "probability": 0.80908203125}, {"start": 2386.14, "end": 2386.82, "word": " بيصيرله", "probability": 0.89248046875}, {"start": 2386.82, "end": 2387.94, "word": " biologically", "probability": 0.53643798828125}, {"start": 2387.94, "end": 2388.78, "word": " دمور", "probability": 0.8478190104166666}, {"start": 2388.78, "end": 2389.84, "word": " بيصيرله", "probability": 0.93818359375}, {"start": 2389.84, "end": 2390.14, "word": " دمور", "probability": 0.9685872395833334}, {"start": 2390.14, "end": 2390.48, "word": " خلاص", "probability": 0.9640299479166666}, {"start": 2390.48, "end": 2391.34, "word": " دمور", "probability": 0.8155924479166666}, {"start": 2391.34, "end": 2392.08, "word": " ميت", "probability": 0.954833984375}, {"start": 2392.08, "end": 2393.4, "word": " تمام", "probability": 0.955078125}, {"start": 2393.4, "end": 2393.54, "word": " ف", "probability": 0.88916015625}, {"start": 2393.54, "end": 2394.0, "word": " zeros", "probability": 0.72265625}, {"start": 2394.0, "end": 2394.86, "word": " اتنين", "probability": 0.89453125}, {"start": 2394.86, "end": 2395.0, "word": " مع", "probability": 0.98291015625}, {"start": 2395.0, "end": 2395.8, "word": " اتنين", "probability": 0.9617919921875}, {"start": 2395.8, "end": 2396.3, "word": " أكام", "probability": 0.5010579427083334}, {"start": 2396.3, "end": 2396.46, "word": " مرة", "probability": 0.979736328125}, {"start": 2396.46, "end": 2396.98, "word": " ظهروا", "probability": 0.875146484375}, {"start": 2396.98, "end": 2397.68, "word": " متفقين", "probability": 0.962890625}, {"start": 2397.68, "end": 2397.82, "word": " مع", "probability": 0.9951171875}, {"start": 2397.82, "end": 2398.0, "word": " بعض", "probability": 0.99609375}, {"start": 2398.0, "end": 2398.54, "word": " مرتين", "probability": 0.9894205729166666}, {"start": 2398.54, "end": 2400.1, "word": " الشيخ", "probability": 0.5763346354166666}, {"start": 2400.1, "end": 2401.46, "word": " ظهر", "probability": 0.920166015625}, {"start": 2401.46, "end": 2401.86, "word": " مرتين", "probability": 0.8733723958333334}, {"start": 2401.86, "end": 2402.0, "word": " مع", "probability": 0.99609375}, {"start": 2402.0, "end": 2402.3, "word": " بعض", "probability": 0.996826171875}], "temperature": 1.0}, {"id": 99, "seek": 242667, "start": 2403.38, "end": 2426.68, "text": "الكويس هيهم زهروا هنا مرة و هنا مرة الاتنين زهرت هنا مرة و هنا مرة ففي كل ابوك هي جاعدة بتزود هنا واحد و بتزود هنا واحد مجموع باتنين فأتوقع أن ال maximum value إلها جاعدة بت limit للاتنين كل ما زودنا بت limit للاتنين نفس الكلام لخمسة حقيقة ل الخمسة تمام", "tokens": [6027, 4117, 45865, 3794, 39896, 16095, 30767, 3224, 2288, 14407, 34105, 3714, 25720, 4032, 34105, 3714, 25720, 2423, 9307, 1863, 9957, 30767, 3224, 43500, 34105, 3714, 25720, 4032, 34105, 3714, 25720, 6156, 41185, 28242, 48127, 2407, 4117, 39896, 10874, 995, 22488, 3660, 39894, 11622, 23328, 34105, 36764, 24401, 4032, 39894, 11622, 23328, 34105, 36764, 24401, 3714, 7435, 2304, 45367, 4724, 9307, 1863, 9957, 6156, 10721, 2655, 30543, 3615, 14739, 2423, 6674, 2158, 11933, 1211, 11296, 10874, 995, 22488, 3660, 39894, 4948, 24976, 9307, 1863, 9957, 28242, 19446, 30767, 23328, 8315, 39894, 4948, 24976, 9307, 1863, 9957, 8717, 36178, 2423, 28820, 10943, 5296, 9778, 2304, 3794, 3660, 11331, 38436, 28671, 5296, 33962, 2304, 3794, 3660, 46811, 10943], "avg_logprob": -0.19951923484476203, "compression_ratio": 2.081730769230769, "no_speech_prob": 4.827976226806641e-06, "words": [{"start": 2403.3800000000006, "end": 2404.1200000000003, "word": "الكويس", "probability": 0.73419189453125}, {"start": 2404.1200000000003, "end": 2404.86, "word": " هيهم", "probability": 0.617431640625}, {"start": 2404.86, "end": 2405.66, "word": " زهروا", "probability": 0.72381591796875}, {"start": 2405.66, "end": 2405.8, "word": " هنا", "probability": 0.9580078125}, {"start": 2405.8, "end": 2406.16, "word": " مرة", "probability": 0.986083984375}, {"start": 2406.16, "end": 2407.5, "word": " و", "probability": 0.54443359375}, {"start": 2407.5, "end": 2407.62, "word": " هنا", "probability": 0.94921875}, {"start": 2407.62, "end": 2407.88, "word": " مرة", "probability": 0.994140625}, {"start": 2407.88, "end": 2408.28, "word": " الاتنين", "probability": 0.71630859375}, {"start": 2408.28, "end": 2409.6, "word": " زهرت", "probability": 0.7606608072916666}, {"start": 2409.6, "end": 2409.72, "word": " هنا", "probability": 0.958984375}, {"start": 2409.72, "end": 2409.96, "word": " مرة", "probability": 0.994384765625}, {"start": 2409.96, "end": 2410.04, "word": " و", "probability": 0.90869140625}, {"start": 2410.04, "end": 2410.12, "word": " هنا", "probability": 0.9775390625}, {"start": 2410.12, "end": 2410.36, "word": " مرة", "probability": 0.993408203125}, {"start": 2410.36, "end": 2410.86, "word": " ففي", "probability": 0.88232421875}, {"start": 2410.86, "end": 2411.08, "word": " كل", "probability": 0.986328125}, {"start": 2411.08, "end": 2411.76, "word": " ابوك", "probability": 0.5099283854166666}, {"start": 2411.76, "end": 2412.2, "word": " هي", "probability": 0.80810546875}, {"start": 2412.2, "end": 2412.68, "word": " جاعدة", "probability": 0.8199462890625}, {"start": 2412.68, "end": 2413.46, "word": " بتزود", "probability": 0.9090169270833334}, {"start": 2413.46, "end": 2414.44, "word": " هنا", "probability": 0.974609375}, {"start": 2414.44, "end": 2415.0, "word": " واحد", "probability": 0.974853515625}, {"start": 2415.0, "end": 2415.12, "word": " و", "probability": 0.859375}, {"start": 2415.12, "end": 2415.4, "word": " بتزود", "probability": 0.9539388020833334}, {"start": 2415.4, "end": 2415.58, "word": " هنا", "probability": 0.98583984375}, {"start": 2415.58, "end": 2415.9, "word": " واحد", "probability": 0.984130859375}, {"start": 2415.9, "end": 2416.34, "word": " مجموع", "probability": 0.9420166015625}, {"start": 2416.34, "end": 2417.1, "word": " باتنين", "probability": 0.7843017578125}, {"start": 2417.1, "end": 2418.08, "word": " فأتوقع", "probability": 0.8740234375}, {"start": 2418.08, "end": 2418.18, "word": " أن", "probability": 0.43603515625}, {"start": 2418.18, "end": 2418.28, "word": " ال", "probability": 0.90478515625}, {"start": 2418.28, "end": 2418.66, "word": " maximum", "probability": 0.96142578125}, {"start": 2418.66, "end": 2419.06, "word": " value", "probability": 0.99267578125}, {"start": 2419.06, "end": 2419.34, "word": " إلها", "probability": 0.6131591796875}, {"start": 2419.34, "end": 2419.84, "word": " جاعدة", "probability": 0.9315185546875}, {"start": 2419.84, "end": 2419.98, "word": " بت", "probability": 0.95654296875}, {"start": 2419.98, "end": 2420.24, "word": " limit", "probability": 0.97802734375}, {"start": 2420.24, "end": 2421.06, "word": " للاتنين", "probability": 0.8316650390625}, {"start": 2421.06, "end": 2421.86, "word": " كل", "probability": 0.94384765625}, {"start": 2421.86, "end": 2421.96, "word": " ما", "probability": 0.76904296875}, {"start": 2421.96, "end": 2422.28, "word": " زودنا", "probability": 0.9462890625}, {"start": 2422.28, "end": 2422.4, "word": " بت", "probability": 0.89990234375}, {"start": 2422.4, "end": 2422.54, "word": " limit", "probability": 0.984375}, {"start": 2422.54, "end": 2422.82, "word": " للاتنين", "probability": 0.80078125}, {"start": 2422.82, "end": 2423.12, "word": " نفس", "probability": 0.90087890625}, {"start": 2423.12, "end": 2423.42, "word": " الكلام", "probability": 0.9661458333333334}, {"start": 2423.42, "end": 2423.82, "word": " لخمسة", "probability": 0.93974609375}, {"start": 2423.82, "end": 2424.96, "word": " حقيقة", "probability": 0.85302734375}, {"start": 2424.96, "end": 2425.4, "word": " ل", "probability": 0.7587890625}, {"start": 2425.4, "end": 2426.16, "word": " الخمسة", "probability": 0.949462890625}, {"start": 2426.16, "end": 2426.68, "word": " تمام", "probability": 0.9697265625}], "temperature": 1.0}, {"id": 100, "seek": 245816, "start": 2428.7, "end": 2458.16, "text": "فزي ما قلنا هنجي اتنين مع اتنين حوالي الاتنين و الاتنين مع الخمس نفس الكلام بهم زادوا مع بعض كام مرة مرتين كان ماتشنج عمله من الخمس مرات مرتين عملوا ماتشنج مرتين عملوا ماتشنج مع بعض فتوقع برضه توقع انه حسب المعادلات زيادة المعادلة لوين بتهات limit هت limit لاتنين فنفس الكلام برضه من الخمسة و اتنين و الخمسة و خمسة تعالوا نشوف تلاتة مع تلاتة", "tokens": [5172, 11622, 1829, 19446, 12174, 1211, 8315, 8032, 1863, 7435, 1829, 1975, 2655, 1863, 9957, 20449, 1975, 2655, 1863, 9957, 11331, 2407, 6027, 1829, 2423, 9307, 1863, 9957, 4032, 2423, 9307, 1863, 9957, 20449, 33962, 2304, 3794, 8717, 36178, 2423, 28820, 10943, 4724, 16095, 30767, 18513, 14407, 20449, 45030, 11242, 9122, 10943, 3714, 25720, 3714, 43500, 9957, 25961, 3714, 9307, 8592, 1863, 7435, 6225, 42213, 3224, 9154, 33962, 2304, 3794, 3714, 2288, 9307, 3714, 43500, 9957, 6225, 42213, 14407, 3714, 9307, 8592, 1863, 7435, 3714, 43500, 9957, 6225, 42213, 14407, 3714, 9307, 8592, 1863, 7435, 20449, 45030, 11242, 6156, 2655, 30543, 3615, 4724, 43042, 3224, 6055, 30543, 3615, 16472, 3224, 11331, 35457, 9673, 3615, 18513, 1211, 9307, 30767, 1829, 18513, 3660, 9673, 3615, 18513, 37977, 5296, 2407, 9957, 39894, 3224, 9307, 4948, 8032, 2655, 4948, 5296, 9307, 1863, 9957, 6156, 1863, 36178, 2423, 28820, 10943, 4724, 43042, 3224, 9154, 33962, 2304, 3794, 3660, 4032, 1975, 2655, 1863, 9957, 4032, 33962, 2304, 3794, 3660, 4032, 16490, 2304, 3794, 3660, 37279, 6027, 14407, 8717, 8592, 38688, 6055, 1211, 9307, 3660, 20449, 6055, 1211, 9307, 3660], "avg_logprob": -0.1649965979968724, "compression_ratio": 2.5720338983050848, "no_speech_prob": 1.1920928955078125e-06, "words": [{"start": 2428.7, "end": 2429.54, "word": "فزي", "probability": 0.8849283854166666}, {"start": 2429.54, "end": 2429.66, "word": " ما", "probability": 0.97021484375}, {"start": 2429.66, "end": 2430.02, "word": " قلنا", "probability": 0.9205729166666666}, {"start": 2430.02, "end": 2430.78, "word": " هنجي", "probability": 0.71173095703125}, {"start": 2430.78, "end": 2431.3, "word": " اتنين", "probability": 0.8265380859375}, {"start": 2431.3, "end": 2431.54, "word": " مع", "probability": 0.97509765625}, {"start": 2431.54, "end": 2432.0, "word": " اتنين", "probability": 0.85260009765625}, {"start": 2432.0, "end": 2432.46, "word": " حوالي", "probability": 0.891357421875}, {"start": 2432.46, "end": 2432.88, "word": " الاتنين", "probability": 0.80419921875}, {"start": 2432.88, "end": 2433.04, "word": " و", "probability": 0.43701171875}, {"start": 2433.04, "end": 2433.4, "word": " الاتنين", "probability": 0.8577880859375}, {"start": 2433.4, "end": 2433.56, "word": " مع", "probability": 0.97705078125}, {"start": 2433.56, "end": 2433.92, "word": " الخمس", "probability": 0.9716796875}, {"start": 2433.92, "end": 2434.14, "word": " نفس", "probability": 0.900390625}, {"start": 2434.14, "end": 2434.64, "word": " الكلام", "probability": 0.97265625}, {"start": 2434.64, "end": 2435.14, "word": " بهم", "probability": 0.631103515625}, {"start": 2435.14, "end": 2435.5, "word": " زادوا", "probability": 0.9576822916666666}, {"start": 2435.5, "end": 2435.62, "word": " مع", "probability": 0.9892578125}, {"start": 2435.62, "end": 2435.88, "word": " بعض", "probability": 0.991943359375}, {"start": 2435.88, "end": 2436.12, "word": " كام", "probability": 0.42498779296875}, {"start": 2436.12, "end": 2436.4, "word": " مرة", "probability": 0.95849609375}, {"start": 2436.4, "end": 2437.22, "word": " مرتين", "probability": 0.93017578125}, {"start": 2437.22, "end": 2438.12, "word": " كان", "probability": 0.298583984375}, {"start": 2438.12, "end": 2438.56, "word": " ماتشنج", "probability": 0.734521484375}, {"start": 2438.56, "end": 2438.78, "word": " عمله", "probability": 0.9026692708333334}, {"start": 2438.78, "end": 2438.9, "word": " من", "probability": 0.78515625}, {"start": 2438.9, "end": 2439.46, "word": " الخمس", "probability": 0.9490559895833334}, {"start": 2439.46, "end": 2439.92, "word": " مرات", "probability": 0.9646809895833334}, {"start": 2439.92, "end": 2441.04, "word": " مرتين", "probability": 0.8948567708333334}, {"start": 2441.04, "end": 2442.04, "word": " عملوا", "probability": 0.9295247395833334}, {"start": 2442.04, "end": 2442.5, "word": " ماتشنج", "probability": 0.85595703125}, {"start": 2442.5, "end": 2443.3, "word": " مرتين", "probability": 0.8388671875}, {"start": 2443.3, "end": 2443.72, "word": " عملوا", "probability": 0.9715169270833334}, {"start": 2443.72, "end": 2444.3, "word": " ماتشنج", "probability": 0.8828125}, {"start": 2444.3, "end": 2444.44, "word": " مع", "probability": 0.99267578125}, {"start": 2444.44, "end": 2444.74, "word": " بعض", "probability": 0.997314453125}, {"start": 2444.74, "end": 2445.46, "word": " فتوقع", "probability": 0.9241943359375}, {"start": 2445.46, "end": 2445.9, "word": " برضه", "probability": 0.9767252604166666}, {"start": 2445.9, "end": 2446.62, "word": " توقع", "probability": 0.8409830729166666}, {"start": 2446.62, "end": 2447.26, "word": " انه", "probability": 0.87353515625}, {"start": 2447.26, "end": 2447.58, "word": " حسب", "probability": 0.990966796875}, {"start": 2447.58, "end": 2448.42, "word": " المعادلات", "probability": 0.9703125}, {"start": 2448.42, "end": 2449.02, "word": " زيادة", "probability": 0.9849853515625}, {"start": 2449.02, "end": 2449.4, "word": " المعادلة", "probability": 0.9678955078125}, {"start": 2449.4, "end": 2449.7, "word": " لوين", "probability": 0.5653483072916666}, {"start": 2449.7, "end": 2449.92, "word": " بتهات", "probability": 0.4390462239583333}, {"start": 2449.92, "end": 2450.1, "word": " limit", "probability": 0.6337890625}, {"start": 2450.1, "end": 2450.62, "word": " هت", "probability": 0.575439453125}, {"start": 2450.62, "end": 2450.74, "word": " limit", "probability": 0.95458984375}, {"start": 2450.74, "end": 2451.72, "word": " لاتنين", "probability": 0.7567138671875}, {"start": 2451.72, "end": 2452.46, "word": " فنفس", "probability": 0.9710286458333334}, {"start": 2452.46, "end": 2452.82, "word": " الكلام", "probability": 0.9747721354166666}, {"start": 2452.82, "end": 2453.06, "word": " برضه", "probability": 0.947265625}, {"start": 2453.06, "end": 2453.22, "word": " من", "probability": 0.91552734375}, {"start": 2453.22, "end": 2453.84, "word": " الخمسة", "probability": 0.9605712890625}, {"start": 2453.84, "end": 2454.08, "word": " و", "probability": 0.91943359375}, {"start": 2454.08, "end": 2454.5, "word": " اتنين", "probability": 0.91845703125}, {"start": 2454.5, "end": 2454.78, "word": " و", "probability": 0.90576171875}, {"start": 2454.78, "end": 2455.26, "word": " الخمسة", "probability": 0.9803466796875}, {"start": 2455.26, "end": 2455.38, "word": " و", "probability": 0.9970703125}, {"start": 2455.38, "end": 2455.8, "word": " خمسة", "probability": 0.9102783203125}, {"start": 2455.8, "end": 2456.24, "word": " تعالوا", "probability": 0.788330078125}, {"start": 2456.24, "end": 2456.48, "word": " نشوف", "probability": 0.9964192708333334}, {"start": 2456.48, "end": 2457.1, "word": " تلاتة", "probability": 0.955322265625}, {"start": 2457.1, "end": 2457.56, "word": " مع", "probability": 0.99658203125}, {"start": 2457.56, "end": 2458.16, "word": " تلاتة", "probability": 0.9931640625}], "temperature": 1.0}, {"id": 101, "seek": 248409, "start": 2459.51, "end": 2484.09, "text": "مع نفسها مرة واحدة ظهرت، مش هيك؟ نسبة التلاتة هي ظهرت .. وين التلاتة؟ هي التلاتة، التلاتة مظهرتش اللي هو مرة واحدة فقط، لا أكثر ولا أقل، و مع نفسها، ماشتركتش مع حدا، يعني مش والله الزيادة اللي حصلت عندها تزامنت مع زيادة حصلت مع غيرها، لأ، ماحصلش هذا الكلام، ماحصلش هذا الكلام، تمام", "tokens": [2304, 3615, 8717, 36178, 11296, 3714, 25720, 36764, 24401, 3660, 1357, 116, 3224, 43500, 12399, 37893, 39896, 4117, 22807, 8717, 35457, 3660, 16712, 1211, 9307, 3660, 39896, 1357, 116, 3224, 43500, 4386, 4032, 9957, 16712, 1211, 9307, 3660, 22807, 39896, 16712, 1211, 9307, 3660, 12399, 16712, 1211, 9307, 3660, 3714, 19913, 3224, 43500, 8592, 13672, 1829, 31439, 3714, 25720, 36764, 24401, 3660, 6156, 47432, 12399, 20193, 5551, 4117, 49115, 49429, 5551, 4587, 1211, 12399, 4032, 20449, 8717, 36178, 11296, 12399, 19446, 8592, 2655, 31747, 2655, 8592, 20449, 11331, 28259, 12399, 37495, 22653, 37893, 16070, 43761, 6024, 110, 1829, 18513, 3660, 13672, 1829, 11331, 36520, 2655, 43242, 11296, 6055, 11622, 10943, 29399, 20449, 30767, 1829, 18513, 3660, 11331, 36520, 2655, 20449, 32771, 13546, 11296, 12399, 5296, 10721, 12399, 19446, 5016, 36520, 8592, 23758, 2423, 28820, 10943, 12399, 19446, 5016, 36520, 8592, 23758, 2423, 28820, 10943, 12399, 46811, 10943], "avg_logprob": -0.1040434951113688, "compression_ratio": 2.2837837837837838, "no_speech_prob": 2.682209014892578e-06, "words": [{"start": 2459.51, "end": 2459.79, "word": "مع", "probability": 0.9775390625}, {"start": 2459.79, "end": 2460.35, "word": " نفسها", "probability": 0.99658203125}, {"start": 2460.35, "end": 2461.63, "word": " مرة", "probability": 0.85888671875}, {"start": 2461.63, "end": 2461.93, "word": " واحدة", "probability": 0.9837239583333334}, {"start": 2461.93, "end": 2462.67, "word": " ظهرت،", "probability": 0.7931640625}, {"start": 2462.67, "end": 2462.85, "word": " مش", "probability": 0.87451171875}, {"start": 2462.85, "end": 2463.87, "word": " هيك؟", "probability": 0.8264973958333334}, {"start": 2463.87, "end": 2464.19, "word": " نسبة", "probability": 0.8873697916666666}, {"start": 2464.19, "end": 2465.37, "word": " التلاتة", "probability": 0.83892822265625}, {"start": 2465.37, "end": 2466.05, "word": " هي", "probability": 0.654296875}, {"start": 2466.05, "end": 2466.51, "word": " ظهرت", "probability": 0.96533203125}, {"start": 2466.51, "end": 2466.83, "word": " ..", "probability": 0.59228515625}, {"start": 2466.83, "end": 2467.11, "word": " وين", "probability": 0.814453125}, {"start": 2467.11, "end": 2467.51, "word": " التلاتة؟", "probability": 0.95634765625}, {"start": 2467.51, "end": 2467.65, "word": " هي", "probability": 0.625}, {"start": 2467.65, "end": 2468.73, "word": " التلاتة،", "probability": 0.8712890625}, {"start": 2468.73, "end": 2468.99, "word": " التلاتة", "probability": 0.9605712890625}, {"start": 2468.99, "end": 2469.35, "word": " مظهرتش", "probability": 0.86298828125}, {"start": 2469.35, "end": 2469.45, "word": " اللي", "probability": 0.951416015625}, {"start": 2469.45, "end": 2469.51, "word": " هو", "probability": 0.84765625}, {"start": 2469.51, "end": 2469.65, "word": " مرة", "probability": 0.984130859375}, {"start": 2469.65, "end": 2469.95, "word": " واحدة", "probability": 0.994140625}, {"start": 2469.95, "end": 2471.13, "word": " فقط،", "probability": 0.9361979166666666}, {"start": 2471.13, "end": 2471.23, "word": " لا", "probability": 0.90478515625}, {"start": 2471.23, "end": 2471.49, "word": " أكثر", "probability": 0.95703125}, {"start": 2471.49, "end": 2471.63, "word": " ولا", "probability": 0.9013671875}, {"start": 2471.63, "end": 2472.49, "word": " أقل،", "probability": 0.8812255859375}, {"start": 2472.49, "end": 2472.65, "word": " و", "probability": 0.9931640625}, {"start": 2472.65, "end": 2472.77, "word": " مع", "probability": 0.53955078125}, {"start": 2472.77, "end": 2473.21, "word": " نفسها،", "probability": 0.9677734375}, {"start": 2473.21, "end": 2473.73, "word": " ماشتركتش", "probability": 0.866943359375}, {"start": 2473.73, "end": 2473.89, "word": " مع", "probability": 0.9931640625}, {"start": 2473.89, "end": 2474.63, "word": " حدا،", "probability": 0.8623046875}, {"start": 2474.63, "end": 2474.89, "word": " يعني", "probability": 0.972412109375}, {"start": 2474.89, "end": 2475.41, "word": " مش", "probability": 0.927734375}, {"start": 2475.41, "end": 2475.69, "word": " والله", "probability": 0.927001953125}, {"start": 2475.69, "end": 2476.29, "word": " الزيادة", "probability": 0.92119140625}, {"start": 2476.29, "end": 2476.87, "word": " اللي", "probability": 0.96142578125}, {"start": 2476.87, "end": 2477.29, "word": " حصلت", "probability": 0.99560546875}, {"start": 2477.29, "end": 2477.71, "word": " عندها", "probability": 0.9970703125}, {"start": 2477.71, "end": 2478.67, "word": " تزامنت", "probability": 0.979248046875}, {"start": 2478.67, "end": 2478.93, "word": " مع", "probability": 0.99462890625}, {"start": 2478.93, "end": 2479.43, "word": " زيادة", "probability": 0.9912109375}, {"start": 2479.43, "end": 2479.91, "word": " حصلت", "probability": 0.9949544270833334}, {"start": 2479.91, "end": 2480.25, "word": " مع", "probability": 0.9970703125}, {"start": 2480.25, "end": 2480.95, "word": " غيرها،", "probability": 0.9853515625}, {"start": 2480.95, "end": 2481.31, "word": " لأ،", "probability": 0.8458658854166666}, {"start": 2481.31, "end": 2482.01, "word": " ماحصلش", "probability": 0.9649658203125}, {"start": 2482.01, "end": 2482.15, "word": " هذا", "probability": 0.96435546875}, {"start": 2482.15, "end": 2482.71, "word": " الكلام،", "probability": 0.9432373046875}, {"start": 2482.71, "end": 2483.13, "word": " ماحصلش", "probability": 0.89208984375}, {"start": 2483.13, "end": 2483.27, "word": " هذا", "probability": 0.9912109375}, {"start": 2483.27, "end": 2483.81, "word": " الكلام،", "probability": 0.93994140625}, {"start": 2483.81, "end": 2484.09, "word": " تمام", "probability": 0.98583984375}], "temperature": 1.0}, {"id": 102, "seek": 250815, "start": 2486.41, "end": 2508.15, "text": "فبالضبط هتكون هنا حوالين الواحد وهنا نفس الكلام الأربعة هي نفس الفكرة ترجعوا بتشوفوها هتلاقوها فعلا ظهرت مرة واحدة لا أكثر ولا أقل جيد الآن لو نعطيها input نقول الله بنعمل test ال test هذا لإيش؟ لل term 100101 هل هو هذا واحد من ال inputs بتاعنا؟", "tokens": [5172, 3555, 6027, 11242, 3555, 9566, 8032, 2655, 30544, 34105, 11331, 2407, 6027, 9957, 2423, 14407, 24401, 37037, 8315, 8717, 36178, 2423, 28820, 10943, 16247, 25513, 27884, 39896, 8717, 36178, 27188, 4117, 25720, 6055, 47341, 3615, 14407, 39894, 8592, 38688, 2407, 11296, 8032, 2655, 15040, 4587, 2407, 11296, 6156, 3615, 15040, 1357, 116, 3224, 43500, 3714, 25720, 36764, 24401, 3660, 20193, 5551, 4117, 49115, 49429, 5551, 4587, 1211, 10874, 25708, 6024, 48506, 45164, 8717, 3615, 9566, 1829, 11296, 4846, 8717, 39648, 21984, 44945, 25957, 1211, 1500, 2423, 1500, 23758, 5296, 28814, 1829, 8592, 22807, 24976, 1433, 2319, 47520, 8032, 1211, 31439, 23758, 36764, 24401, 9154, 2423, 15743, 39894, 45761, 8315, 22807], "avg_logprob": -0.16434151958674192, "compression_ratio": 1.7364016736401673, "no_speech_prob": 1.6808509826660156e-05, "words": [{"start": 2486.4100000000003, "end": 2487.13, "word": "فبالضبط", "probability": 0.92822265625}, {"start": 2487.13, "end": 2487.49, "word": " هتكون", "probability": 0.89013671875}, {"start": 2487.49, "end": 2487.67, "word": " هنا", "probability": 0.84765625}, {"start": 2487.67, "end": 2488.03, "word": " حوالين", "probability": 0.9677734375}, {"start": 2488.03, "end": 2488.51, "word": " الواحد", "probability": 0.87548828125}, {"start": 2488.51, "end": 2488.79, "word": " وهنا", "probability": 0.6815185546875}, {"start": 2488.79, "end": 2488.97, "word": " نفس", "probability": 0.9775390625}, {"start": 2488.97, "end": 2489.33, "word": " الكلام", "probability": 0.9386393229166666}, {"start": 2489.33, "end": 2489.81, "word": " الأربعة", "probability": 0.8465169270833334}, {"start": 2489.81, "end": 2490.05, "word": " هي", "probability": 0.8671875}, {"start": 2490.05, "end": 2490.27, "word": " نفس", "probability": 0.99072265625}, {"start": 2490.27, "end": 2490.67, "word": " الفكرة", "probability": 0.9921875}, {"start": 2490.67, "end": 2491.33, "word": " ترجعوا", "probability": 0.815673828125}, {"start": 2491.33, "end": 2491.73, "word": " بتشوفوها", "probability": 0.84365234375}, {"start": 2491.73, "end": 2492.09, "word": " هتلاقوها", "probability": 0.9276529947916666}, {"start": 2492.09, "end": 2492.45, "word": " فعلا", "probability": 0.927734375}, {"start": 2492.45, "end": 2492.75, "word": " ظهرت", "probability": 0.8570556640625}, {"start": 2492.75, "end": 2492.95, "word": " مرة", "probability": 0.970703125}, {"start": 2492.95, "end": 2493.29, "word": " واحدة", "probability": 0.9661458333333334}, {"start": 2493.29, "end": 2493.35, "word": " لا", "probability": 0.81982421875}, {"start": 2493.35, "end": 2493.65, "word": " أكثر", "probability": 0.8899739583333334}, {"start": 2493.65, "end": 2494.15, "word": " ولا", "probability": 0.9326171875}, {"start": 2494.15, "end": 2494.81, "word": " أقل", "probability": 0.9705403645833334}, {"start": 2494.81, "end": 2497.05, "word": " جيد", "probability": 0.904296875}, {"start": 2497.05, "end": 2497.59, "word": " الآن", "probability": 0.6072998046875}, {"start": 2497.59, "end": 2497.75, "word": " لو", "probability": 0.98681640625}, {"start": 2497.75, "end": 2498.43, "word": " نعطيها", "probability": 0.99111328125}, {"start": 2498.43, "end": 2499.59, "word": " input", "probability": 0.98193359375}, {"start": 2499.59, "end": 2500.49, "word": " نقول", "probability": 0.814208984375}, {"start": 2500.49, "end": 2500.65, "word": " الله", "probability": 0.56982421875}, {"start": 2500.65, "end": 2501.03, "word": " بنعمل", "probability": 0.8533528645833334}, {"start": 2501.03, "end": 2501.43, "word": " test", "probability": 0.9599609375}, {"start": 2501.43, "end": 2501.87, "word": " ال", "probability": 0.8330078125}, {"start": 2501.87, "end": 2502.07, "word": " test", "probability": 0.970703125}, {"start": 2502.07, "end": 2502.29, "word": " هذا", "probability": 0.6845703125}, {"start": 2502.29, "end": 2503.37, "word": " لإيش؟", "probability": 0.642236328125}, {"start": 2503.37, "end": 2503.59, "word": " لل", "probability": 0.642578125}, {"start": 2503.59, "end": 2503.83, "word": " term", "probability": 0.89013671875}, {"start": 2503.83, "end": 2505.81, "word": " 100101", "probability": 0.50244140625}, {"start": 2505.81, "end": 2506.43, "word": " هل", "probability": 0.914306640625}, {"start": 2506.43, "end": 2506.57, "word": " هو", "probability": 0.9814453125}, {"start": 2506.57, "end": 2506.77, "word": " هذا", "probability": 0.8720703125}, {"start": 2506.77, "end": 2507.01, "word": " واحد", "probability": 0.991943359375}, {"start": 2507.01, "end": 2507.19, "word": " من", "probability": 0.9921875}, {"start": 2507.19, "end": 2507.31, "word": " ال", "probability": 0.89013671875}, {"start": 2507.31, "end": 2507.57, "word": " inputs", "probability": 0.74560546875}, {"start": 2507.57, "end": 2508.15, "word": " بتاعنا؟", "probability": 0.768798828125}], "temperature": 1.0}, {"id": 103, "seek": 252375, "start": 2509.11, "end": 2523.75, "text": "الحقيقة لأ هذا ماكنش من ال inputs اللي اتدربت عليهم 100001 يعني 1 تلت أصفر واحد لا هذا ولا هذا ولا هذا ولا هذا كويس فإذن الآن إيش بدها تعمل هتنشوف مبدئيا", "tokens": [6027, 5016, 38436, 28671, 5296, 10721, 23758, 19446, 19452, 8592, 9154, 2423, 15743, 13672, 1829, 1975, 2655, 3215, 25513, 2655, 25894, 16095, 1266, 1360, 16, 37495, 22653, 502, 6055, 1211, 2655, 5551, 9381, 5172, 2288, 36764, 24401, 20193, 23758, 49429, 23758, 49429, 23758, 49429, 23758, 9122, 45865, 3794, 6156, 28814, 8848, 1863, 6024, 48506, 11933, 1829, 8592, 47525, 11296, 6055, 25957, 1211, 8032, 2655, 1863, 8592, 38688, 3714, 44510, 19986, 25528], "avg_logprob": -0.2988281113406022, "compression_ratio": 1.6375, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 2509.11, "end": 2509.63, "word": "الحقيقة", "probability": 0.9591064453125}, {"start": 2509.63, "end": 2509.81, "word": " لأ", "probability": 0.80078125}, {"start": 2509.81, "end": 2510.01, "word": " هذا", "probability": 0.40380859375}, {"start": 2510.01, "end": 2510.39, "word": " ماكنش", "probability": 0.7613932291666666}, {"start": 2510.39, "end": 2510.57, "word": " من", "probability": 0.97802734375}, {"start": 2510.57, "end": 2510.67, "word": " ال", "probability": 0.9619140625}, {"start": 2510.67, "end": 2510.95, "word": " inputs", "probability": 0.445556640625}, {"start": 2510.95, "end": 2511.11, "word": " اللي", "probability": 0.87060546875}, {"start": 2511.11, "end": 2511.53, "word": " اتدربت", "probability": 0.87265625}, {"start": 2511.53, "end": 2511.91, "word": " عليهم", "probability": 0.978759765625}, {"start": 2511.91, "end": 2514.05, "word": " 100001", "probability": 0.5110270182291666}, {"start": 2514.05, "end": 2514.27, "word": " يعني", "probability": 0.79833984375}, {"start": 2514.27, "end": 2514.51, "word": " 1", "probability": 0.251220703125}, {"start": 2514.51, "end": 2514.77, "word": " تلت", "probability": 0.85009765625}, {"start": 2514.77, "end": 2515.03, "word": " أصفر", "probability": 0.70025634765625}, {"start": 2515.03, "end": 2515.43, "word": " واحد", "probability": 0.8388671875}, {"start": 2515.43, "end": 2516.03, "word": " لا", "probability": 0.411376953125}, {"start": 2516.03, "end": 2516.29, "word": " هذا", "probability": 0.5849609375}, {"start": 2516.29, "end": 2516.45, "word": " ولا", "probability": 0.7236328125}, {"start": 2516.45, "end": 2516.71, "word": " هذا", "probability": 0.943359375}, {"start": 2516.71, "end": 2516.87, "word": " ولا", "probability": 0.75244140625}, {"start": 2516.87, "end": 2517.11, "word": " هذا", "probability": 0.96826171875}, {"start": 2517.11, "end": 2517.21, "word": " ولا", "probability": 0.65283203125}, {"start": 2517.21, "end": 2517.43, "word": " هذا", "probability": 0.97265625}, {"start": 2517.43, "end": 2517.91, "word": " كويس", "probability": 0.7733561197916666}, {"start": 2517.91, "end": 2518.71, "word": " فإذن", "probability": 0.700439453125}, {"start": 2518.71, "end": 2519.87, "word": " الآن", "probability": 0.7098388671875}, {"start": 2519.87, "end": 2520.21, "word": " إيش", "probability": 0.8855794270833334}, {"start": 2520.21, "end": 2520.39, "word": " بدها", "probability": 0.4859619140625}, {"start": 2520.39, "end": 2521.27, "word": " تعمل", "probability": 0.9700520833333334}, {"start": 2521.27, "end": 2523.21, "word": " هتنشوف", "probability": 0.829638671875}, {"start": 2523.21, "end": 2523.75, "word": " مبدئيا", "probability": 0.8702392578125}], "temperature": 1.0}, {"id": 104, "seek": 255313, "start": 2525.93, "end": 2553.13, "text": "الواحد اللي في الأول احنا رياضيا ماناش مشكلة ليش؟ لأن انت عندك matrix تضرب فيها وخلصنا تضرب فيها وانتهى وخلصت على هيك وفي عندك مجموعة theta ال theta بتكون given عندك فمنتهي الأمور .. منتهي الأمور احنا بدنا نفهمها إيش بده يصير .. نفهمها .. فهم الآن ال node الأولى دخلنا لها واحد بس هي إيش صار لها ضمور", "tokens": [6027, 14407, 24401, 13672, 1829, 8978, 16247, 12610, 1975, 5016, 8315, 12602, 1829, 46958, 25528, 3714, 7649, 33599, 37893, 28820, 3660, 32239, 8592, 22807, 5296, 33456, 16472, 2655, 43242, 4117, 8141, 6055, 11242, 25513, 8978, 11296, 4032, 9778, 1211, 9381, 8315, 6055, 11242, 25513, 8978, 11296, 4032, 7649, 47395, 7578, 4032, 9778, 1211, 9381, 2655, 15844, 39896, 4117, 4032, 41185, 43242, 4117, 3714, 7435, 2304, 2407, 27884, 9725, 2423, 9725, 39894, 30544, 2212, 43242, 4117, 6156, 27842, 47395, 1829, 16247, 2304, 13063, 4386, 9154, 47395, 1829, 16247, 2304, 13063, 1975, 5016, 8315, 47525, 8315, 8717, 5172, 16095, 11296, 11933, 1829, 8592, 47525, 3224, 7251, 9381, 13546, 4386, 8717, 5172, 16095, 11296, 4386, 6156, 16095, 6024, 48506, 2423, 9984, 16247, 12610, 7578, 11778, 9778, 1211, 8315, 5296, 11296, 36764, 24401, 4724, 3794, 39896, 11933, 1829, 8592, 20328, 9640, 5296, 11296, 48812, 2304, 13063], "avg_logprob": -0.16619317973410333, "compression_ratio": 1.9806201550387597, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 2525.93, "end": 2526.33, "word": "الواحد", "probability": 0.9357096354166666}, {"start": 2526.33, "end": 2526.43, "word": " اللي", "probability": 0.805908203125}, {"start": 2526.43, "end": 2526.51, "word": " في", "probability": 0.87158203125}, {"start": 2526.51, "end": 2526.87, "word": " الأول", "probability": 0.967041015625}, {"start": 2526.87, "end": 2527.75, "word": " احنا", "probability": 0.7489420572916666}, {"start": 2527.75, "end": 2528.63, "word": " رياضيا", "probability": 0.92431640625}, {"start": 2528.63, "end": 2529.35, "word": " ماناش", "probability": 0.62548828125}, {"start": 2529.35, "end": 2529.79, "word": " مشكلة", "probability": 0.9783528645833334}, {"start": 2529.79, "end": 2530.35, "word": " ليش؟", "probability": 0.660888671875}, {"start": 2530.35, "end": 2530.51, "word": " لأن", "probability": 0.795166015625}, {"start": 2530.51, "end": 2530.75, "word": " انت", "probability": 0.7041015625}, {"start": 2530.75, "end": 2531.05, "word": " عندك", "probability": 0.992431640625}, {"start": 2531.05, "end": 2531.43, "word": " matrix", "probability": 0.681640625}, {"start": 2531.43, "end": 2531.71, "word": " تضرب", "probability": 0.9571940104166666}, {"start": 2531.71, "end": 2531.91, "word": " فيها", "probability": 0.99072265625}, {"start": 2531.91, "end": 2532.43, "word": " وخلصنا", "probability": 0.89150390625}, {"start": 2532.43, "end": 2533.13, "word": " تضرب", "probability": 0.90087890625}, {"start": 2533.13, "end": 2533.45, "word": " فيها", "probability": 0.992919921875}, {"start": 2533.45, "end": 2534.25, "word": " وانتهى", "probability": 0.9520263671875}, {"start": 2534.25, "end": 2535.37, "word": " وخلصت", "probability": 0.96689453125}, {"start": 2535.37, "end": 2535.49, "word": " على", "probability": 0.6240234375}, {"start": 2535.49, "end": 2535.81, "word": " هيك", "probability": 0.953125}, {"start": 2535.81, "end": 2536.13, "word": " وفي", "probability": 0.86572265625}, {"start": 2536.13, "end": 2536.41, "word": " عندك", "probability": 0.96826171875}, {"start": 2536.41, "end": 2536.93, "word": " مجموعة", "probability": 0.95537109375}, {"start": 2536.93, "end": 2538.05, "word": " theta", "probability": 0.274658203125}, {"start": 2538.05, "end": 2538.61, "word": " ال", "probability": 0.7998046875}, {"start": 2538.61, "end": 2538.77, "word": " theta", "probability": 0.59423828125}, {"start": 2538.77, "end": 2539.03, "word": " بتكون", "probability": 0.9677734375}, {"start": 2539.03, "end": 2539.25, "word": " given", "probability": 0.85205078125}, {"start": 2539.25, "end": 2539.63, "word": " عندك", "probability": 0.990966796875}, {"start": 2539.63, "end": 2540.67, "word": " فمنتهي", "probability": 0.9005126953125}, {"start": 2540.67, "end": 2541.13, "word": " الأمور", "probability": 0.9519856770833334}, {"start": 2541.13, "end": 2541.53, "word": " ..", "probability": 0.37548828125}, {"start": 2541.53, "end": 2541.91, "word": " منتهي", "probability": 0.8841145833333334}, {"start": 2541.91, "end": 2542.29, "word": " الأمور", "probability": 0.9890950520833334}, {"start": 2542.29, "end": 2542.73, "word": " احنا", "probability": 0.88671875}, {"start": 2542.73, "end": 2542.91, "word": " بدنا", "probability": 0.889892578125}, {"start": 2542.91, "end": 2543.51, "word": " نفهمها", "probability": 0.990234375}, {"start": 2543.51, "end": 2544.01, "word": " إيش", "probability": 0.7903645833333334}, {"start": 2544.01, "end": 2544.23, "word": " بده", "probability": 0.66015625}, {"start": 2544.23, "end": 2544.59, "word": " يصير", "probability": 0.97900390625}, {"start": 2544.59, "end": 2545.07, "word": " ..", "probability": 0.4658203125}, {"start": 2545.07, "end": 2545.49, "word": " نفهمها", "probability": 0.966064453125}, {"start": 2545.49, "end": 2545.87, "word": " ..", "probability": 0.70068359375}, {"start": 2545.87, "end": 2546.13, "word": " فهم", "probability": 0.96435546875}, {"start": 2546.13, "end": 2546.97, "word": " الآن", "probability": 0.5799560546875}, {"start": 2546.97, "end": 2548.11, "word": " ال", "probability": 0.92041015625}, {"start": 2548.11, "end": 2548.29, "word": " node", "probability": 0.94873046875}, {"start": 2548.29, "end": 2548.93, "word": " الأولى", "probability": 0.9695638020833334}, {"start": 2548.93, "end": 2549.39, "word": " دخلنا", "probability": 0.970947265625}, {"start": 2549.39, "end": 2549.51, "word": " لها", "probability": 0.9052734375}, {"start": 2549.51, "end": 2549.97, "word": " واحد", "probability": 0.991943359375}, {"start": 2549.97, "end": 2550.49, "word": " بس", "probability": 0.90185546875}, {"start": 2550.49, "end": 2550.67, "word": " هي", "probability": 0.84765625}, {"start": 2550.67, "end": 2551.13, "word": " إيش", "probability": 0.8712565104166666}, {"start": 2551.13, "end": 2552.63, "word": " صار", "probability": 0.69091796875}, {"start": 2552.63, "end": 2552.75, "word": " لها", "probability": 0.918701171875}, {"start": 2552.75, "end": 2553.13, "word": " ضمور", "probability": 0.8372395833333334}], "temperature": 1.0}, {"id": 105, "seek": 257688, "start": 2554.72, "end": 2576.88, "text": "أنا عارف إنه في ال training في مرحلة التعلم ال learning في التدريب القيم بتاعتها zeros فلمّا يجيني هنا واحد أكيد بدي أحوله ل zero لإنه هينضرب في weights كلها zeros العصب هذا ضامر فإيش ما تعطي input على الفاضي", "tokens": [10721, 8315, 6225, 9640, 5172, 36145, 3224, 8978, 2423, 3097, 8978, 3714, 2288, 5016, 37977, 16712, 3615, 19528, 2423, 2539, 8978, 16712, 3215, 16572, 3555, 25062, 32640, 39894, 995, 34268, 11296, 35193, 6156, 19528, 11703, 995, 7251, 7435, 9957, 1829, 34105, 36764, 24401, 5551, 4117, 25708, 4724, 16254, 5551, 5016, 12610, 3224, 5296, 4018, 5296, 28814, 1863, 3224, 8032, 9957, 11242, 25513, 8978, 17443, 28242, 11296, 35193, 18863, 9381, 3555, 23758, 48812, 10943, 2288, 6156, 28814, 1829, 8592, 19446, 37279, 9566, 1829, 4846, 15844, 27188, 46958, 1829], "avg_logprob": -0.15465199456296183, "compression_ratio": 1.5654205607476634, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 2554.72, "end": 2555.0, "word": "أنا", "probability": 0.75390625}, {"start": 2555.0, "end": 2555.42, "word": " عارف", "probability": 0.9903971354166666}, {"start": 2555.42, "end": 2555.88, "word": " إنه", "probability": 0.684814453125}, {"start": 2555.88, "end": 2556.22, "word": " في", "probability": 0.92724609375}, {"start": 2556.22, "end": 2556.32, "word": " ال", "probability": 0.9462890625}, {"start": 2556.32, "end": 2556.76, "word": " training", "probability": 0.85595703125}, {"start": 2556.76, "end": 2557.38, "word": " في", "probability": 0.478759765625}, {"start": 2557.38, "end": 2557.76, "word": " مرحلة", "probability": 0.9932861328125}, {"start": 2557.76, "end": 2558.58, "word": " التعلم", "probability": 0.8787434895833334}, {"start": 2558.58, "end": 2559.3, "word": " ال", "probability": 0.8671875}, {"start": 2559.3, "end": 2559.82, "word": " learning", "probability": 0.96044921875}, {"start": 2559.82, "end": 2560.96, "word": " في", "probability": 0.8447265625}, {"start": 2560.96, "end": 2561.64, "word": " التدريب", "probability": 0.9937744140625}, {"start": 2561.64, "end": 2562.98, "word": " القيم", "probability": 0.91552734375}, {"start": 2562.98, "end": 2563.34, "word": " بتاعتها", "probability": 0.975341796875}, {"start": 2563.34, "end": 2563.8, "word": " zeros", "probability": 0.82177734375}, {"start": 2563.8, "end": 2564.92, "word": " فلمّا", "probability": 0.851318359375}, {"start": 2564.92, "end": 2565.4, "word": " يجيني", "probability": 0.89892578125}, {"start": 2565.4, "end": 2565.62, "word": " هنا", "probability": 0.98291015625}, {"start": 2565.62, "end": 2566.36, "word": " واحد", "probability": 0.99658203125}, {"start": 2566.36, "end": 2567.92, "word": " أكيد", "probability": 0.9700520833333334}, {"start": 2567.92, "end": 2568.16, "word": " بدي", "probability": 0.866943359375}, {"start": 2568.16, "end": 2568.58, "word": " أحوله", "probability": 0.947998046875}, {"start": 2568.58, "end": 2568.68, "word": " ل", "probability": 0.93603515625}, {"start": 2568.68, "end": 2568.96, "word": " zero", "probability": 0.53564453125}, {"start": 2568.96, "end": 2570.48, "word": " لإنه", "probability": 0.8245849609375}, {"start": 2570.48, "end": 2570.86, "word": " هينضرب", "probability": 0.7645263671875}, {"start": 2570.86, "end": 2571.06, "word": " في", "probability": 0.97705078125}, {"start": 2571.06, "end": 2571.4, "word": " weights", "probability": 0.814453125}, {"start": 2571.4, "end": 2571.68, "word": " كلها", "probability": 0.961669921875}, {"start": 2571.68, "end": 2572.38, "word": " zeros", "probability": 0.89111328125}, {"start": 2572.38, "end": 2573.8, "word": " العصب", "probability": 0.845703125}, {"start": 2573.8, "end": 2574.04, "word": " هذا", "probability": 0.71923828125}, {"start": 2574.04, "end": 2574.86, "word": " ضامر", "probability": 0.9300130208333334}, {"start": 2574.86, "end": 2575.34, "word": " فإيش", "probability": 0.801025390625}, {"start": 2575.34, "end": 2575.42, "word": " ما", "probability": 0.62646484375}, {"start": 2575.42, "end": 2575.7, "word": " تعطي", "probability": 0.89794921875}, {"start": 2575.7, "end": 2576.04, "word": " input", "probability": 0.841796875}, {"start": 2576.04, "end": 2576.4, "word": " على", "probability": 0.57763671875}, {"start": 2576.4, "end": 2576.88, "word": " الفاضي", "probability": 0.96240234375}], "temperature": 1.0}, {"id": 106, "seek": 260692, "start": 2578.32, "end": 2606.92, "text": "مش هيعمل أي مشكلة يعني لو لا قدر الله واحد خلينا نقول العين عينه سليمة والشبكية سليمة وكل إش عنده سليم لكن في مشكلة في العصب البصري هو هيشوف ف ال input موجود لكن ماوصلش ماوصلش فالناتج ورا صفر الناتج في الدماغ في مراكز الدماغ Zero تمام كويس التانية صفر خلاص مافيش مشكلة لأ في مشكلة أصبر", "tokens": [2304, 8592, 39896, 25957, 1211, 36632, 37893, 28820, 3660, 37495, 22653, 45164, 20193, 12174, 3215, 2288, 21984, 36764, 24401, 16490, 20292, 8315, 8717, 39648, 18863, 9957, 6225, 9957, 3224, 8608, 20292, 46007, 16070, 8592, 3555, 4117, 10632, 8608, 20292, 46007, 4032, 28820, 11933, 8592, 43242, 3224, 8608, 20292, 2304, 44381, 8978, 37893, 28820, 3660, 8978, 18863, 9381, 3555, 29739, 9381, 16572, 31439, 39896, 8592, 38688, 6156, 2423, 4846, 3714, 29245, 23328, 44381, 19446, 2407, 36520, 8592, 19446, 2407, 36520, 8592, 6156, 6027, 8315, 2655, 7435, 4032, 23557, 20328, 5172, 2288, 2423, 8315, 2655, 7435, 8978, 32748, 2304, 5718, 118, 8978, 3714, 23557, 4117, 11622, 32748, 2304, 5718, 118, 17182, 46811, 10943, 9122, 45865, 3794, 16712, 7649, 10632, 20328, 5172, 2288, 16490, 1211, 33546, 19446, 41185, 8592, 37893, 28820, 3660, 5296, 10721, 8978, 37893, 28820, 3660, 5551, 9381, 26890], "avg_logprob": -0.15613758413911724, "compression_ratio": 2.003968253968254, "no_speech_prob": 1.1146068572998047e-05, "words": [{"start": 2578.3199999999997, "end": 2579.12, "word": "مش", "probability": 0.861572265625}, {"start": 2579.12, "end": 2579.48, "word": " هيعمل", "probability": 0.96337890625}, {"start": 2579.48, "end": 2579.62, "word": " أي", "probability": 0.67529296875}, {"start": 2579.62, "end": 2580.08, "word": " مشكلة", "probability": 0.9895833333333334}, {"start": 2580.08, "end": 2580.46, "word": " يعني", "probability": 0.7783203125}, {"start": 2580.46, "end": 2581.24, "word": " لو", "probability": 0.91015625}, {"start": 2581.24, "end": 2582.5, "word": " لا", "probability": 0.172119140625}, {"start": 2582.5, "end": 2582.78, "word": " قدر", "probability": 0.8439127604166666}, {"start": 2582.78, "end": 2582.96, "word": " الله", "probability": 0.9462890625}, {"start": 2582.96, "end": 2583.54, "word": " واحد", "probability": 0.88720703125}, {"start": 2583.54, "end": 2583.82, "word": " خلينا", "probability": 0.764404296875}, {"start": 2583.82, "end": 2584.1, "word": " نقول", "probability": 0.993408203125}, {"start": 2584.1, "end": 2584.62, "word": " العين", "probability": 0.884765625}, {"start": 2584.62, "end": 2584.92, "word": " عينه", "probability": 0.7548828125}, {"start": 2584.92, "end": 2585.2, "word": " سليمة", "probability": 0.9055989583333334}, {"start": 2585.2, "end": 2585.7, "word": " والشبكية", "probability": 0.784375}, {"start": 2585.7, "end": 2586.02, "word": " سليمة", "probability": 0.9695638020833334}, {"start": 2586.02, "end": 2586.26, "word": " وكل", "probability": 0.88818359375}, {"start": 2586.26, "end": 2586.4, "word": " إش", "probability": 0.6328125}, {"start": 2586.4, "end": 2586.62, "word": " عنده", "probability": 0.95263671875}, {"start": 2586.62, "end": 2586.92, "word": " سليم", "probability": 0.9903971354166666}, {"start": 2586.92, "end": 2587.32, "word": " لكن", "probability": 0.900390625}, {"start": 2587.32, "end": 2587.5, "word": " في", "probability": 0.9306640625}, {"start": 2587.5, "end": 2588.0, "word": " مشكلة", "probability": 0.9708658854166666}, {"start": 2588.0, "end": 2588.34, "word": " في", "probability": 0.9833984375}, {"start": 2588.34, "end": 2589.0, "word": " العصب", "probability": 0.99658203125}, {"start": 2589.0, "end": 2589.7, "word": " البصري", "probability": 0.9947916666666666}, {"start": 2589.7, "end": 2590.9, "word": " هو", "probability": 0.931640625}, {"start": 2590.9, "end": 2591.4, "word": " هيشوف", "probability": 0.9072265625}, {"start": 2591.4, "end": 2591.52, "word": " ف", "probability": 0.68798828125}, {"start": 2591.52, "end": 2591.6, "word": " ال", "probability": 0.689453125}, {"start": 2591.6, "end": 2591.8, "word": " input", "probability": 0.93408203125}, {"start": 2591.8, "end": 2592.4, "word": " موجود", "probability": 0.9861653645833334}, {"start": 2592.4, "end": 2592.94, "word": " لكن", "probability": 0.96240234375}, {"start": 2592.94, "end": 2593.88, "word": " ماوصلش", "probability": 0.802978515625}, {"start": 2593.88, "end": 2595.04, "word": " ماوصلش", "probability": 0.8548583984375}, {"start": 2595.04, "end": 2596.06, "word": " فالناتج", "probability": 0.89140625}, {"start": 2596.06, "end": 2596.42, "word": " ورا", "probability": 0.98291015625}, {"start": 2596.42, "end": 2597.0, "word": " صفر", "probability": 0.9718424479166666}, {"start": 2597.0, "end": 2597.9, "word": " الناتج", "probability": 0.8624267578125}, {"start": 2597.9, "end": 2598.02, "word": " في", "probability": 0.9677734375}, {"start": 2598.02, "end": 2598.36, "word": " الدماغ", "probability": 0.7808837890625}, {"start": 2598.36, "end": 2598.5, "word": " في", "probability": 0.8837890625}, {"start": 2598.5, "end": 2599.2, "word": " مراكز", "probability": 0.9019775390625}, {"start": 2599.2, "end": 2599.92, "word": " الدماغ", "probability": 0.885986328125}, {"start": 2599.92, "end": 2600.56, "word": " Zero", "probability": 0.4482421875}, {"start": 2600.56, "end": 2601.44, "word": " تمام", "probability": 0.931884765625}, {"start": 2601.44, "end": 2602.46, "word": " كويس", "probability": 0.823486328125}, {"start": 2602.46, "end": 2603.5, "word": " التانية", "probability": 0.8951822916666666}, {"start": 2603.5, "end": 2604.62, "word": " صفر", "probability": 0.9772135416666666}, {"start": 2604.62, "end": 2605.06, "word": " خلاص", "probability": 0.9814453125}, {"start": 2605.06, "end": 2605.28, "word": " مافيش", "probability": 0.7562662760416666}, {"start": 2605.28, "end": 2605.74, "word": " مشكلة", "probability": 0.9892578125}, {"start": 2605.74, "end": 2606.12, "word": " لأ", "probability": 0.91015625}, {"start": 2606.12, "end": 2606.22, "word": " في", "probability": 0.91845703125}, {"start": 2606.22, "end": 2606.6, "word": " مشكلة", "probability": 0.9523111979166666}, {"start": 2606.6, "end": 2606.92, "word": " أصبر", "probability": 0.8518880208333334}], "temperature": 1.0}, {"id": 107, "seek": 263069, "start": 2607.69, "end": 2630.69, "text": "التانية مرتبطة مع الخامسة صح صح 2 و 5 حسب ال network بتاعتنا هذه تحديدا في مرحلة ال training وجدنا انه 2 و 5 بصيروا in excitation مع بعض بطلعوا مع بعض و بنزلوا مع بعض لكن ان اجد 5 1 و 2 0", "tokens": [6027, 2655, 7649, 10632, 3714, 43500, 3555, 9566, 3660, 20449, 33962, 10943, 3794, 3660, 20328, 5016, 20328, 5016, 568, 4032, 1025, 11331, 35457, 2423, 3209, 39894, 995, 34268, 8315, 29538, 6055, 5016, 16254, 28259, 8978, 3714, 2288, 5016, 37977, 2423, 3097, 49610, 3215, 8315, 16472, 3224, 568, 4032, 1025, 4724, 9381, 13546, 14407, 294, 1624, 4614, 20449, 45030, 11242, 4724, 9566, 1211, 3615, 14407, 20449, 45030, 11242, 4032, 44945, 11622, 1211, 14407, 20449, 45030, 11242, 44381, 16472, 1975, 7435, 3215, 1025, 502, 4032, 568, 1958], "avg_logprob": -0.19567587607821754, "compression_ratio": 1.574468085106383, "no_speech_prob": 2.6226043701171875e-06, "words": [{"start": 2607.69, "end": 2608.63, "word": "التانية", "probability": 0.9521484375}, {"start": 2608.63, "end": 2610.13, "word": " مرتبطة", "probability": 0.97158203125}, {"start": 2610.13, "end": 2610.25, "word": " مع", "probability": 0.9765625}, {"start": 2610.25, "end": 2611.23, "word": " الخامسة", "probability": 0.9403076171875}, {"start": 2611.23, "end": 2612.43, "word": " صح", "probability": 0.788330078125}, {"start": 2612.43, "end": 2613.71, "word": " صح", "probability": 0.641357421875}, {"start": 2613.71, "end": 2614.05, "word": " 2", "probability": 0.357421875}, {"start": 2614.05, "end": 2614.19, "word": " و", "probability": 0.77978515625}, {"start": 2614.19, "end": 2614.49, "word": " 5", "probability": 0.75830078125}, {"start": 2614.49, "end": 2615.35, "word": " حسب", "probability": 0.958984375}, {"start": 2615.35, "end": 2615.49, "word": " ال", "probability": 0.91943359375}, {"start": 2615.49, "end": 2615.89, "word": " network", "probability": 0.8916015625}, {"start": 2615.89, "end": 2616.33, "word": " بتاعتنا", "probability": 0.9097900390625}, {"start": 2616.33, "end": 2616.71, "word": " هذه", "probability": 0.71435546875}, {"start": 2616.71, "end": 2617.51, "word": " تحديدا", "probability": 0.88916015625}, {"start": 2617.51, "end": 2618.29, "word": " في", "probability": 0.73388671875}, {"start": 2618.29, "end": 2618.83, "word": " مرحلة", "probability": 0.97412109375}, {"start": 2618.83, "end": 2618.95, "word": " ال", "probability": 0.845703125}, {"start": 2618.95, "end": 2619.47, "word": " training", "probability": 0.9521484375}, {"start": 2619.47, "end": 2620.15, "word": " وجدنا", "probability": 0.94189453125}, {"start": 2620.15, "end": 2620.39, "word": " انه", "probability": 0.46044921875}, {"start": 2620.39, "end": 2620.69, "word": " 2", "probability": 0.94677734375}, {"start": 2620.69, "end": 2621.21, "word": " و", "probability": 0.98486328125}, {"start": 2621.21, "end": 2621.79, "word": " 5", "probability": 0.88671875}, {"start": 2621.79, "end": 2622.49, "word": " بصيروا", "probability": 0.5281982421875}, {"start": 2622.49, "end": 2622.53, "word": " in", "probability": 0.2607421875}, {"start": 2622.53, "end": 2623.03, "word": " excitation", "probability": 0.789306640625}, {"start": 2623.03, "end": 2623.21, "word": " مع", "probability": 0.99365234375}, {"start": 2623.21, "end": 2623.57, "word": " بعض", "probability": 0.992919921875}, {"start": 2623.57, "end": 2624.05, "word": " بطلعوا", "probability": 0.85390625}, {"start": 2624.05, "end": 2624.17, "word": " مع", "probability": 0.9609375}, {"start": 2624.17, "end": 2624.37, "word": " بعض", "probability": 0.995849609375}, {"start": 2624.37, "end": 2624.45, "word": " و", "probability": 0.7744140625}, {"start": 2624.45, "end": 2624.69, "word": " بنزلوا", "probability": 0.87744140625}, {"start": 2624.69, "end": 2624.81, "word": " مع", "probability": 0.994140625}, {"start": 2624.81, "end": 2625.09, "word": " بعض", "probability": 0.99365234375}, {"start": 2625.09, "end": 2625.69, "word": " لكن", "probability": 0.88623046875}, {"start": 2625.69, "end": 2626.27, "word": " ان", "probability": 0.65771484375}, {"start": 2626.27, "end": 2626.61, "word": " اجد", "probability": 0.8819986979166666}, {"start": 2626.61, "end": 2626.99, "word": " 5", "probability": 0.740234375}, {"start": 2626.99, "end": 2627.43, "word": " 1", "probability": 0.429443359375}, {"start": 2627.43, "end": 2628.63, "word": " و", "probability": 0.96435546875}, {"start": 2628.63, "end": 2630.21, "word": " 2", "probability": 0.91259765625}, {"start": 2630.21, "end": 2630.69, "word": " 0", "probability": 0.6123046875}], "temperature": 1.0}, {"id": 108, "seek": 266023, "start": 2631.89, "end": 2660.23, "text": "في إيش غلط فهنا كأنها صارت بتلعب دور في بداية الشغل اللي اتكلمناه مع hip بتلعب دور I وهد بتلعب دور J فهد excited فلازم تعمل excitation لل J بمعناه أنه هد هتحولها ل one one ليش لأنه صار لها excitation من الخمسة كلهما بيعمل excitation للتاني كلهما بيعمل excitation للتاني فإنه الرقم اتنين اللي هو كان صفر المتوقع", "tokens": [41185, 11933, 1829, 8592, 32771, 1211, 9566, 6156, 3224, 8315, 9122, 33456, 11296, 20328, 9640, 2655, 39894, 1211, 3615, 3555, 11778, 13063, 8978, 4724, 28259, 10632, 25124, 17082, 1211, 13672, 1829, 1975, 2655, 4117, 19528, 8315, 3224, 20449, 8103, 39894, 1211, 3615, 3555, 11778, 13063, 286, 37037, 3215, 39894, 1211, 3615, 3555, 11778, 13063, 508, 6156, 3224, 3215, 2919, 6156, 1211, 31377, 2304, 6055, 25957, 1211, 1624, 4614, 24976, 508, 4724, 2304, 3615, 8315, 3224, 14739, 3224, 8032, 3215, 8032, 2655, 5016, 12610, 11296, 5296, 472, 472, 32239, 8592, 5296, 33456, 3224, 20328, 9640, 5296, 11296, 1624, 4614, 9154, 33962, 2304, 3794, 3660, 28242, 3224, 15042, 4724, 1829, 25957, 1211, 1624, 4614, 24976, 2655, 7649, 1829, 28242, 3224, 15042, 4724, 1829, 25957, 1211, 1624, 4614, 24976, 2655, 7649, 1829, 6156, 28814, 1863, 3224, 34892, 4587, 2304, 1975, 2655, 1863, 9957, 13672, 1829, 31439, 25961, 20328, 5172, 2288, 9673, 2655, 30543, 3615], "avg_logprob": -0.13589637922613243, "compression_ratio": 2.00398406374502, "no_speech_prob": 1.2218952178955078e-05, "words": [{"start": 2631.89, "end": 2632.05, "word": "في", "probability": 0.49609375}, {"start": 2632.05, "end": 2632.21, "word": " إيش", "probability": 0.7095540364583334}, {"start": 2632.21, "end": 2632.57, "word": " غلط", "probability": 0.990234375}, {"start": 2632.57, "end": 2633.21, "word": " فهنا", "probability": 0.8570963541666666}, {"start": 2633.21, "end": 2633.63, "word": " كأنها", "probability": 0.9264322916666666}, {"start": 2633.63, "end": 2633.95, "word": " صارت", "probability": 0.7698567708333334}, {"start": 2633.95, "end": 2634.77, "word": " بتلعب", "probability": 0.96044921875}, {"start": 2634.77, "end": 2635.09, "word": " دور", "probability": 0.881103515625}, {"start": 2635.09, "end": 2635.53, "word": " في", "probability": 0.89501953125}, {"start": 2635.53, "end": 2635.89, "word": " بداية", "probability": 0.96826171875}, {"start": 2635.89, "end": 2636.33, "word": " الشغل", "probability": 0.9869791666666666}, {"start": 2636.33, "end": 2636.53, "word": " اللي", "probability": 0.864013671875}, {"start": 2636.53, "end": 2637.19, "word": " اتكلمناه", "probability": 0.9132486979166666}, {"start": 2637.19, "end": 2637.31, "word": " مع", "probability": 0.921875}, {"start": 2637.31, "end": 2637.67, "word": " hip", "probability": 0.468017578125}, {"start": 2637.67, "end": 2638.53, "word": " بتلعب", "probability": 0.97119140625}, {"start": 2638.53, "end": 2638.83, "word": " دور", "probability": 0.99169921875}, {"start": 2638.83, "end": 2639.19, "word": " I", "probability": 0.78173828125}, {"start": 2639.19, "end": 2639.73, "word": " وهد", "probability": 0.45452880859375}, {"start": 2639.73, "end": 2640.13, "word": " بتلعب", "probability": 0.974853515625}, {"start": 2640.13, "end": 2640.45, "word": " دور", "probability": 0.992919921875}, {"start": 2640.45, "end": 2641.09, "word": " J", "probability": 0.82177734375}, {"start": 2641.09, "end": 2642.29, "word": " فهد", "probability": 0.9065755208333334}, {"start": 2642.29, "end": 2642.81, "word": " excited", "probability": 0.9677734375}, {"start": 2642.81, "end": 2643.25, "word": " فلازم", "probability": 0.956298828125}, {"start": 2643.25, "end": 2643.47, "word": " تعمل", "probability": 0.9611002604166666}, {"start": 2643.47, "end": 2644.41, "word": " excitation", "probability": 0.780517578125}, {"start": 2644.41, "end": 2645.13, "word": " لل", "probability": 0.76806640625}, {"start": 2645.13, "end": 2645.49, "word": " J", "probability": 0.66943359375}, {"start": 2645.49, "end": 2646.67, "word": " بمعناه", "probability": 0.90908203125}, {"start": 2646.67, "end": 2646.85, "word": " أنه", "probability": 0.53076171875}, {"start": 2646.85, "end": 2646.97, "word": " هد", "probability": 0.882080078125}, {"start": 2646.97, "end": 2647.43, "word": " هتحولها", "probability": 0.91298828125}, {"start": 2647.43, "end": 2647.53, "word": " ل", "probability": 0.8115234375}, {"start": 2647.53, "end": 2647.87, "word": " one", "probability": 0.66943359375}, {"start": 2647.87, "end": 2648.43, "word": " one", "probability": 0.66845703125}, {"start": 2648.43, "end": 2648.83, "word": " ليش", "probability": 0.951171875}, {"start": 2648.83, "end": 2649.35, "word": " لأنه", "probability": 0.75927734375}, {"start": 2649.35, "end": 2649.49, "word": " صار", "probability": 0.978515625}, {"start": 2649.49, "end": 2649.61, "word": " لها", "probability": 0.924072265625}, {"start": 2649.61, "end": 2650.13, "word": " excitation", "probability": 0.912109375}, {"start": 2650.13, "end": 2650.39, "word": " من", "probability": 0.99365234375}, {"start": 2650.39, "end": 2651.65, "word": " الخمسة", "probability": 0.94775390625}, {"start": 2651.65, "end": 2652.81, "word": " كلهما", "probability": 0.7667643229166666}, {"start": 2652.81, "end": 2653.35, "word": " بيعمل", "probability": 0.8951416015625}, {"start": 2653.35, "end": 2653.87, "word": " excitation", "probability": 0.8515625}, {"start": 2653.87, "end": 2654.43, "word": " للتاني", "probability": 0.8353271484375}, {"start": 2654.43, "end": 2655.25, "word": " كلهما", "probability": 0.8916015625}, {"start": 2655.25, "end": 2655.67, "word": " بيعمل", "probability": 0.994384765625}, {"start": 2655.67, "end": 2656.07, "word": " excitation", "probability": 0.944091796875}, {"start": 2656.07, "end": 2656.45, "word": " للتاني", "probability": 0.980224609375}, {"start": 2656.45, "end": 2657.49, "word": " فإنه", "probability": 0.8583984375}, {"start": 2657.49, "end": 2658.03, "word": " الرقم", "probability": 0.9708658854166666}, {"start": 2658.03, "end": 2658.31, "word": " اتنين", "probability": 0.85791015625}, {"start": 2658.31, "end": 2658.43, "word": " اللي", "probability": 0.97607421875}, {"start": 2658.43, "end": 2658.55, "word": " هو", "probability": 0.9443359375}, {"start": 2658.55, "end": 2658.75, "word": " كان", "probability": 0.97412109375}, {"start": 2658.75, "end": 2659.15, "word": " صفر", "probability": 0.9596354166666666}, {"start": 2659.15, "end": 2660.23, "word": " المتوقع", "probability": 0.9915771484375}], "temperature": 1.0}, {"id": 109, "seek": 268270, "start": 2661.56, "end": 2682.7, "text": "هيروح لوحد إذا فعلا ال training كان صح هنا تمام و طبعا الخمسة أكيد هتظل واحد ما هي بتعمل expectation لنفسها برضه طيب تلاتة و أربعة الحقيقة تلاتة و أربعة مش هيتغير فيهم إشي لإن هم مع نفسهم لكن في النهاية إيجوا zeros zeros فهتطلع zero و zero فالمتوقع أن ال output هيطلع", "tokens": [3224, 13546, 2407, 5016, 45164, 24401, 11933, 15730, 6156, 3615, 15040, 2423, 3097, 25961, 20328, 5016, 34105, 46811, 10943, 4032, 23032, 3555, 3615, 995, 33962, 2304, 3794, 3660, 5551, 4117, 25708, 8032, 2655, 19913, 1211, 36764, 24401, 19446, 39896, 39894, 25957, 1211, 14334, 5296, 1863, 36178, 11296, 4724, 43042, 3224, 23032, 1829, 3555, 6055, 1211, 9307, 3660, 4032, 5551, 25513, 27884, 21542, 38436, 28671, 6055, 1211, 9307, 3660, 4032, 5551, 25513, 27884, 37893, 8032, 36081, 17082, 13546, 8978, 16095, 11933, 8592, 1829, 5296, 28814, 1863, 8032, 2304, 20449, 8717, 36178, 16095, 44381, 8978, 28239, 11296, 10632, 11933, 1829, 7435, 14407, 35193, 35193, 6156, 3224, 2655, 9566, 1211, 3615, 4018, 4032, 4018, 6156, 45340, 2655, 30543, 3615, 14739, 2423, 5598, 8032, 1829, 9566, 1211, 3615], "avg_logprob": -0.17387500047683715, "compression_ratio": 1.694980694980695, "no_speech_prob": 0.00010323524475097656, "words": [{"start": 2661.56, "end": 2662.04, "word": "هيروح", "probability": 0.83306884765625}, {"start": 2662.04, "end": 2662.62, "word": " لوحد", "probability": 0.73779296875}, {"start": 2662.62, "end": 2662.84, "word": " إذا", "probability": 0.73681640625}, {"start": 2662.84, "end": 2663.1, "word": " فعلا", "probability": 0.8585611979166666}, {"start": 2663.1, "end": 2663.22, "word": " ال", "probability": 0.8447265625}, {"start": 2663.22, "end": 2663.5, "word": " training", "probability": 0.91552734375}, {"start": 2663.5, "end": 2663.78, "word": " كان", "probability": 0.97900390625}, {"start": 2663.78, "end": 2664.14, "word": " صح", "probability": 0.9833984375}, {"start": 2664.14, "end": 2664.38, "word": " هنا", "probability": 0.8173828125}, {"start": 2664.38, "end": 2664.98, "word": " تمام", "probability": 0.870361328125}, {"start": 2664.98, "end": 2666.24, "word": " و", "probability": 0.75439453125}, {"start": 2666.24, "end": 2666.82, "word": " طبعا", "probability": 0.8778076171875}, {"start": 2666.82, "end": 2667.28, "word": " الخمسة", "probability": 0.777587890625}, {"start": 2667.28, "end": 2667.58, "word": " أكيد", "probability": 0.86767578125}, {"start": 2667.58, "end": 2668.04, "word": " هتظل", "probability": 0.840576171875}, {"start": 2668.04, "end": 2668.44, "word": " واحد", "probability": 0.978759765625}, {"start": 2668.44, "end": 2668.56, "word": " ما", "probability": 0.6201171875}, {"start": 2668.56, "end": 2668.66, "word": " هي", "probability": 0.85009765625}, {"start": 2668.66, "end": 2669.02, "word": " بتعمل", "probability": 0.9690755208333334}, {"start": 2669.02, "end": 2669.42, "word": " expectation", "probability": 0.27294921875}, {"start": 2669.42, "end": 2669.88, "word": " لنفسها", "probability": 0.9805908203125}, {"start": 2669.88, "end": 2670.36, "word": " برضه", "probability": 0.9816080729166666}, {"start": 2670.36, "end": 2670.8, "word": " طيب", "probability": 0.9505208333333334}, {"start": 2670.8, "end": 2671.78, "word": " تلاتة", "probability": 0.939697265625}, {"start": 2671.78, "end": 2671.84, "word": " و", "probability": 0.61083984375}, {"start": 2671.84, "end": 2672.3, "word": " أربعة", "probability": 0.8976236979166666}, {"start": 2672.3, "end": 2673.36, "word": " الحقيقة", "probability": 0.9578450520833334}, {"start": 2673.36, "end": 2673.6, "word": " تلاتة", "probability": 0.9774169921875}, {"start": 2673.6, "end": 2673.7, "word": " و", "probability": 0.93603515625}, {"start": 2673.7, "end": 2673.84, "word": " أربعة", "probability": 0.947265625}, {"start": 2673.84, "end": 2674.0, "word": " مش", "probability": 0.978515625}, {"start": 2674.0, "end": 2674.38, "word": " هيتغير", "probability": 0.954345703125}, {"start": 2674.38, "end": 2674.6, "word": " فيهم", "probability": 0.986572265625}, {"start": 2674.6, "end": 2675.08, "word": " إشي", "probability": 0.8968098958333334}, {"start": 2675.08, "end": 2675.54, "word": " لإن", "probability": 0.7984212239583334}, {"start": 2675.54, "end": 2676.14, "word": " هم", "probability": 0.5482177734375}, {"start": 2676.14, "end": 2676.3, "word": " مع", "probability": 0.46728515625}, {"start": 2676.3, "end": 2677.0, "word": " نفسهم", "probability": 0.9835611979166666}, {"start": 2677.0, "end": 2677.22, "word": " لكن", "probability": 0.92724609375}, {"start": 2677.22, "end": 2677.38, "word": " في", "probability": 0.9560546875}, {"start": 2677.38, "end": 2677.56, "word": " النهاية", "probability": 0.9169921875}, {"start": 2677.56, "end": 2677.86, "word": " إيجوا", "probability": 0.713623046875}, {"start": 2677.86, "end": 2678.28, "word": " zeros", "probability": 0.85205078125}, {"start": 2678.28, "end": 2679.08, "word": " zeros", "probability": 0.150390625}, {"start": 2679.08, "end": 2679.88, "word": " فهتطلع", "probability": 0.9446614583333334}, {"start": 2679.88, "end": 2680.2, "word": " zero", "probability": 0.7333984375}, {"start": 2680.2, "end": 2680.46, "word": " و", "probability": 0.92333984375}, {"start": 2680.46, "end": 2680.72, "word": " zero", "probability": 0.9013671875}, {"start": 2680.72, "end": 2681.6, "word": " فالمتوقع", "probability": 0.98623046875}, {"start": 2681.6, "end": 2681.7, "word": " أن", "probability": 0.57666015625}, {"start": 2681.7, "end": 2681.82, "word": " ال", "probability": 0.9375}, {"start": 2681.82, "end": 2682.1, "word": " output", "probability": 0.99169921875}, {"start": 2682.1, "end": 2682.7, "word": " هيطلع", "probability": 0.84697265625}], "temperature": 1.0}, {"id": 110, "seek": 270349, "start": 2683.29, "end": 2703.49, "text": "العنصر .. العنصر هي ده بمعنى كأنه عرف ليه او اتعرف على ال input اللي عملنا له test كأنه هو الحالة اني حالة .. الحالة التانية X2 كأنه X2 فهيعمل تعرف .. اتعرف على اللي داخل وصنفه لوحدة من", "tokens": [6027, 3615, 1863, 9381, 2288, 4386, 18863, 1863, 9381, 2288, 39896, 11778, 3224, 4724, 2304, 3615, 1863, 7578, 9122, 33456, 3224, 6225, 28480, 32239, 3224, 1975, 2407, 1975, 2655, 3615, 28480, 15844, 2423, 4846, 13672, 1829, 6225, 42213, 8315, 46740, 1500, 9122, 33456, 3224, 31439, 21542, 6027, 3660, 16472, 1829, 11331, 6027, 3660, 4386, 21542, 6027, 3660, 16712, 7649, 10632, 1783, 17, 9122, 33456, 3224, 1783, 17, 6156, 3224, 1829, 25957, 1211, 37279, 28480, 4386, 1975, 2655, 3615, 28480, 15844, 13672, 1829, 11778, 47283, 1211, 4032, 9381, 1863, 5172, 3224, 45164, 24401, 3660, 9154], "avg_logprob": -0.17269736810734398, "compression_ratio": 1.819767441860465, "no_speech_prob": 1.6748905181884766e-05, "words": [{"start": 2683.29, "end": 2684.01, "word": "العنصر", "probability": 0.9013671875}, {"start": 2684.01, "end": 2684.27, "word": " ..", "probability": 0.32958984375}, {"start": 2684.27, "end": 2684.73, "word": " العنصر", "probability": 0.953369140625}, {"start": 2684.73, "end": 2684.87, "word": " هي", "probability": 0.50146484375}, {"start": 2684.87, "end": 2685.09, "word": " ده", "probability": 0.959716796875}, {"start": 2685.09, "end": 2685.81, "word": " بمعنى", "probability": 0.867333984375}, {"start": 2685.81, "end": 2686.19, "word": " كأنه", "probability": 0.8453776041666666}, {"start": 2686.19, "end": 2686.63, "word": " عرف", "probability": 0.846435546875}, {"start": 2686.63, "end": 2687.19, "word": " ليه", "probability": 0.802001953125}, {"start": 2687.19, "end": 2687.75, "word": " او", "probability": 0.7398681640625}, {"start": 2687.75, "end": 2688.17, "word": " اتعرف", "probability": 0.893798828125}, {"start": 2688.17, "end": 2688.43, "word": " على", "probability": 0.80615234375}, {"start": 2688.43, "end": 2688.73, "word": " ال", "probability": 0.96337890625}, {"start": 2688.73, "end": 2689.21, "word": " input", "probability": 0.94091796875}, {"start": 2689.21, "end": 2689.45, "word": " اللي", "probability": 0.8984375}, {"start": 2689.45, "end": 2689.69, "word": " عملنا", "probability": 0.73486328125}, {"start": 2689.69, "end": 2689.79, "word": " له", "probability": 0.64013671875}, {"start": 2689.79, "end": 2690.15, "word": " test", "probability": 0.8447265625}, {"start": 2690.15, "end": 2690.89, "word": " كأنه", "probability": 0.9098307291666666}, {"start": 2690.89, "end": 2691.13, "word": " هو", "probability": 0.87548828125}, {"start": 2691.13, "end": 2692.33, "word": " الحالة", "probability": 0.96337890625}, {"start": 2692.33, "end": 2694.09, "word": " اني", "probability": 0.48931884765625}, {"start": 2694.09, "end": 2694.31, "word": " حالة", "probability": 0.7682291666666666}, {"start": 2694.31, "end": 2694.35, "word": " ..", "probability": 0.67333984375}, {"start": 2694.35, "end": 2694.67, "word": " الحالة", "probability": 0.98388671875}, {"start": 2694.67, "end": 2694.99, "word": " التانية", "probability": 0.9860026041666666}, {"start": 2694.99, "end": 2695.51, "word": " X2", "probability": 0.6895751953125}, {"start": 2695.51, "end": 2696.67, "word": " كأنه", "probability": 0.8870442708333334}, {"start": 2696.67, "end": 2697.15, "word": " X2", "probability": 0.9833984375}, {"start": 2697.15, "end": 2698.75, "word": " فهيعمل", "probability": 0.9095703125}, {"start": 2698.75, "end": 2699.49, "word": " تعرف", "probability": 0.9755859375}, {"start": 2699.49, "end": 2700.03, "word": " ..", "probability": 0.80224609375}, {"start": 2700.03, "end": 2700.69, "word": " اتعرف", "probability": 0.9530029296875}, {"start": 2700.69, "end": 2701.23, "word": " على", "probability": 0.90576171875}, {"start": 2701.23, "end": 2701.41, "word": " اللي", "probability": 0.978515625}, {"start": 2701.41, "end": 2702.07, "word": " داخل", "probability": 0.9778645833333334}, {"start": 2702.07, "end": 2702.91, "word": " وصنفه", "probability": 0.9419921875}, {"start": 2702.91, "end": 2703.29, "word": " لوحدة", "probability": 0.7607421875}, {"start": 2703.29, "end": 2703.49, "word": " من", "probability": 0.99462890625}], "temperature": 1.0}, {"id": 111, "seek": 272918, "start": 2704.3, "end": 2729.18, "text": "الحالات اللي بتدرب عليها هدول كأنه صاروا يمثلوا ال classes اللي أنا بده أحفظهم .. بده أحفظهم إياه بدهم ي .. بدهوا يحفظهم عشان أي input بده يجيه بده يصنفه ضمن واحد منهم ضمن واحد منهم تمام فهي بشكل أساسي المثال اللي بنقدر نتكلم عنه وبذلك بنكون خلصنا hip", "tokens": [6027, 5016, 6027, 9307, 13672, 1829, 39894, 3215, 25513, 25894, 11296, 8032, 3215, 12610, 9122, 33456, 3224, 20328, 9640, 14407, 7251, 2304, 12984, 1211, 14407, 2423, 5359, 13672, 1829, 41850, 47525, 3224, 5551, 5016, 5172, 19913, 16095, 4386, 47525, 3224, 5551, 5016, 5172, 19913, 16095, 11933, 25528, 3224, 47525, 16095, 7251, 4386, 47525, 3224, 14407, 7251, 5016, 5172, 19913, 16095, 6225, 8592, 7649, 36632, 4846, 47525, 3224, 7251, 7435, 1829, 3224, 47525, 3224, 7251, 9381, 1863, 5172, 3224, 48812, 27842, 36764, 24401, 9154, 16095, 48812, 27842, 36764, 24401, 9154, 16095, 46811, 10943, 6156, 3224, 1829, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 9673, 12984, 6027, 13672, 1829, 44945, 28543, 2288, 8717, 2655, 4117, 19528, 18871, 3224, 46599, 8848, 23275, 44945, 30544, 16490, 1211, 9381, 8315, 8103], "avg_logprob": -0.12746063156390752, "compression_ratio": 1.8995633187772927, "no_speech_prob": 8.940696716308594e-07, "words": [{"start": 2704.3, "end": 2704.9, "word": "الحالات", "probability": 0.9326171875}, {"start": 2704.9, "end": 2705.04, "word": " اللي", "probability": 0.868896484375}, {"start": 2705.04, "end": 2705.42, "word": " بتدرب", "probability": 0.94384765625}, {"start": 2705.42, "end": 2705.86, "word": " عليها", "probability": 0.994873046875}, {"start": 2705.86, "end": 2706.76, "word": " هدول", "probability": 0.8234049479166666}, {"start": 2706.76, "end": 2707.1, "word": " كأنه", "probability": 0.84521484375}, {"start": 2707.1, "end": 2707.3, "word": " صاروا", "probability": 0.8777669270833334}, {"start": 2707.3, "end": 2707.62, "word": " يمثلوا", "probability": 0.96962890625}, {"start": 2707.62, "end": 2707.72, "word": " ال", "probability": 0.9365234375}, {"start": 2707.72, "end": 2708.08, "word": " classes", "probability": 0.8447265625}, {"start": 2708.08, "end": 2708.28, "word": " اللي", "probability": 0.974853515625}, {"start": 2708.28, "end": 2708.38, "word": " أنا", "probability": 0.54931640625}, {"start": 2708.38, "end": 2708.54, "word": " بده", "probability": 0.579345703125}, {"start": 2708.54, "end": 2708.96, "word": " أحفظهم", "probability": 0.91884765625}, {"start": 2708.96, "end": 2709.04, "word": " ..", "probability": 0.310302734375}, {"start": 2709.04, "end": 2709.26, "word": " بده", "probability": 0.78369140625}, {"start": 2709.26, "end": 2709.7, "word": " أحفظهم", "probability": 0.967578125}, {"start": 2709.7, "end": 2710.26, "word": " إياه", "probability": 0.756591796875}, {"start": 2710.26, "end": 2710.86, "word": " بدهم", "probability": 0.6741943359375}, {"start": 2710.86, "end": 2711.0, "word": " ي", "probability": 0.74072265625}, {"start": 2711.0, "end": 2711.1, "word": " ..", "probability": 0.7314453125}, {"start": 2711.1, "end": 2711.36, "word": " بدهوا", "probability": 0.8116861979166666}, {"start": 2711.36, "end": 2711.86, "word": " يحفظهم", "probability": 0.9943359375}, {"start": 2711.86, "end": 2712.38, "word": " عشان", "probability": 0.962890625}, {"start": 2712.38, "end": 2712.74, "word": " أي", "probability": 0.8779296875}, {"start": 2712.74, "end": 2713.4, "word": " input", "probability": 0.97705078125}, {"start": 2713.4, "end": 2713.82, "word": " بده", "probability": 0.9130859375}, {"start": 2713.82, "end": 2714.28, "word": " يجيه", "probability": 0.8177490234375}, {"start": 2714.28, "end": 2714.52, "word": " بده", "probability": 0.86767578125}, {"start": 2714.52, "end": 2715.5, "word": " يصنفه", "probability": 0.92919921875}, {"start": 2715.5, "end": 2715.7, "word": " ضمن", "probability": 0.99267578125}, {"start": 2715.7, "end": 2716.04, "word": " واحد", "probability": 0.9951171875}, {"start": 2716.04, "end": 2716.46, "word": " منهم", "probability": 0.995361328125}, {"start": 2716.46, "end": 2717.1, "word": " ضمن", "probability": 0.723388671875}, {"start": 2717.1, "end": 2717.52, "word": " واحد", "probability": 0.994384765625}, {"start": 2717.52, "end": 2718.3, "word": " منهم", "probability": 0.989013671875}, {"start": 2718.3, "end": 2718.84, "word": " تمام", "probability": 0.820556640625}, {"start": 2718.84, "end": 2720.9, "word": " فهي", "probability": 0.9246419270833334}, {"start": 2720.9, "end": 2721.74, "word": " بشكل", "probability": 0.9803059895833334}, {"start": 2721.74, "end": 2722.16, "word": " أساسي", "probability": 0.9891357421875}, {"start": 2722.16, "end": 2722.62, "word": " المثال", "probability": 0.9816080729166666}, {"start": 2722.62, "end": 2723.34, "word": " اللي", "probability": 0.968017578125}, {"start": 2723.34, "end": 2723.84, "word": " بنقدر", "probability": 0.8977864583333334}, {"start": 2723.84, "end": 2724.36, "word": " نتكلم", "probability": 0.9940185546875}, {"start": 2724.36, "end": 2725.16, "word": " عنه", "probability": 0.9951171875}, {"start": 2725.16, "end": 2726.38, "word": " وبذلك", "probability": 0.89501953125}, {"start": 2726.38, "end": 2727.06, "word": " بنكون", "probability": 0.88525390625}, {"start": 2727.06, "end": 2727.94, "word": " خلصنا", "probability": 0.9937744140625}, {"start": 2727.94, "end": 2729.18, "word": " hip", "probability": 0.382080078125}], "temperature": 1.0}, {"id": 112, "seek": 275446, "start": 2730.24, "end": 2754.46, "text": "طريقة HIP هيك من كون خلصناها عشان ننتقل في ال session القادم لنوع تاني فحتى الآن بنقول انه خلصنا ال HIP أكيد طبعا هيكون في أمثلة عليها و نتحدث بأمثلة عنها إلى هنا بنقولكم سلام عليكم و نلقاكم في المحاضرة القادمة مع ال competitive learning ان شاء الله", "tokens": [9566, 16572, 28671, 389, 9139, 39896, 4117, 9154, 9122, 11536, 16490, 1211, 9381, 8315, 11296, 6225, 8592, 7649, 8717, 29399, 4587, 1211, 8978, 2423, 5481, 25062, 18513, 2304, 5296, 1863, 45367, 6055, 7649, 1829, 6156, 33753, 7578, 6024, 48506, 44945, 39648, 16472, 3224, 16490, 1211, 9381, 8315, 2423, 389, 9139, 5551, 4117, 25708, 23032, 3555, 3615, 995, 39896, 30544, 8978, 5551, 2304, 12984, 37977, 25894, 11296, 4032, 8717, 2655, 24401, 12984, 4724, 10721, 2304, 12984, 37977, 18871, 11296, 30731, 34105, 44945, 39648, 24793, 8608, 37440, 25894, 24793, 4032, 8717, 1211, 4587, 995, 24793, 8978, 9673, 5016, 46958, 25720, 25062, 18513, 46007, 20449, 2423, 10043, 2539, 16472, 13412, 16606, 21984], "avg_logprob": -0.1418323810804974, "compression_ratio": 1.6827309236947792, "no_speech_prob": 1.1920928955078125e-06, "words": [{"start": 2730.24, "end": 2730.68, "word": "طريقة", "probability": 0.9913736979166666}, {"start": 2730.68, "end": 2730.88, "word": " HIP", "probability": 0.410400390625}, {"start": 2730.88, "end": 2731.1, "word": " هيك", "probability": 0.769775390625}, {"start": 2731.1, "end": 2731.18, "word": " من", "probability": 0.505859375}, {"start": 2731.18, "end": 2731.38, "word": " كون", "probability": 0.4530029296875}, {"start": 2731.38, "end": 2732.12, "word": " خلصناها", "probability": 0.9875}, {"start": 2732.12, "end": 2733.02, "word": " عشان", "probability": 0.97802734375}, {"start": 2733.02, "end": 2734.48, "word": " ننتقل", "probability": 0.9752197265625}, {"start": 2734.48, "end": 2734.84, "word": " في", "probability": 0.9111328125}, {"start": 2734.84, "end": 2736.0, "word": " ال", "probability": 0.80859375}, {"start": 2736.0, "end": 2736.24, "word": " session", "probability": 0.9462890625}, {"start": 2736.24, "end": 2736.96, "word": " القادم", "probability": 0.853515625}, {"start": 2736.96, "end": 2737.92, "word": " لنوع", "probability": 0.99072265625}, {"start": 2737.92, "end": 2739.02, "word": " تاني", "probability": 0.9547526041666666}, {"start": 2739.02, "end": 2740.22, "word": " فحتى", "probability": 0.9189453125}, {"start": 2740.22, "end": 2740.4, "word": " الآن", "probability": 0.75537109375}, {"start": 2740.4, "end": 2740.8, "word": " بنقول", "probability": 0.96044921875}, {"start": 2740.8, "end": 2741.12, "word": " انه", "probability": 0.61669921875}, {"start": 2741.12, "end": 2741.48, "word": " خلصنا", "probability": 0.996826171875}, {"start": 2741.48, "end": 2741.6, "word": " ال", "probability": 0.99365234375}, {"start": 2741.6, "end": 2741.88, "word": " HIP", "probability": 0.8095703125}, {"start": 2741.88, "end": 2743.0, "word": " أكيد", "probability": 0.84619140625}, {"start": 2743.0, "end": 2743.24, "word": " طبعا", "probability": 0.990966796875}, {"start": 2743.24, "end": 2744.2, "word": " هيكون", "probability": 0.841064453125}, {"start": 2744.2, "end": 2744.36, "word": " في", "probability": 0.9443359375}, {"start": 2744.36, "end": 2744.72, "word": " أمثلة", "probability": 0.799560546875}, {"start": 2744.72, "end": 2745.16, "word": " عليها", "probability": 0.982666015625}, {"start": 2745.16, "end": 2745.5, "word": " و", "probability": 0.97021484375}, {"start": 2745.5, "end": 2746.12, "word": " نتحدث", "probability": 0.887451171875}, {"start": 2746.12, "end": 2746.68, "word": " بأمثلة", "probability": 0.93740234375}, {"start": 2746.68, "end": 2747.14, "word": " عنها", "probability": 0.99658203125}, {"start": 2747.14, "end": 2748.14, "word": " إلى", "probability": 0.60302734375}, {"start": 2748.14, "end": 2748.38, "word": " هنا", "probability": 0.9951171875}, {"start": 2748.38, "end": 2748.9, "word": " بنقولكم", "probability": 0.9031575520833334}, {"start": 2748.9, "end": 2749.12, "word": " سلام", "probability": 0.739990234375}, {"start": 2749.12, "end": 2749.46, "word": " عليكم", "probability": 0.94140625}, {"start": 2749.46, "end": 2750.5, "word": " و", "probability": 0.92236328125}, {"start": 2750.5, "end": 2751.22, "word": " نلقاكم", "probability": 0.90810546875}, {"start": 2751.22, "end": 2751.5, "word": " في", "probability": 0.98388671875}, {"start": 2751.5, "end": 2752.36, "word": " المحاضرة", "probability": 0.97265625}, {"start": 2752.36, "end": 2752.8, "word": " القادمة", "probability": 0.9913736979166666}, {"start": 2752.8, "end": 2753.06, "word": " مع", "probability": 0.955078125}, {"start": 2753.06, "end": 2753.26, "word": " ال", "probability": 0.66357421875}, {"start": 2753.26, "end": 2753.62, "word": " competitive", "probability": 0.96728515625}, {"start": 2753.62, "end": 2754.04, "word": " learning", "probability": 0.9521484375}, {"start": 2754.04, "end": 2754.24, "word": " ان", "probability": 0.671875}, {"start": 2754.24, "end": 2754.4, "word": " شاء", "probability": 0.9736328125}, {"start": 2754.4, "end": 2754.46, "word": " الله", "probability": 0.94921875}], "temperature": 1.0}], "language": "ar", "language_probability": 1.0, "duration": 2755.070875, "duration_after_vad": 2682.786249999993}
\ No newline at end of file
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/Uj2Qv1-w00Y_raw.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/Uj2Qv1-w00Y_raw.srt
new file mode 100644
index 0000000000000000000000000000000000000000..9d378d929904abf80809c0c0ab5475bd962aa9f2
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/Uj2Qv1-w00Y_raw.srt
@@ -0,0 +1,2328 @@
+1
+00:00:04,930 --> 00:00:06,970
+باسم الله الرحمن الرحيم والصلاة والسلام على أشرف
+
+2
+00:00:06,970 --> 00:00:09,510
+الأنبياء والمرسلين سيدنا محمد وعلى آله وصحبه
+
+3
+00:00:09,510 --> 00:00:12,790
+أجمعين نكمل في ال neural network أو ال artificial
+
+4
+00:00:12,790 --> 00:00:16,490
+neural network اللي بدأناها من تلت محاضرات سابقة
+
+5
+00:00:16,490 --> 00:00:21,710
+أو من الأسبوع الماضي ونكمل الآن في شق آخر أو في
+
+6
+00:00:21,710 --> 00:00:24,970
+category أخرى من ال categories الخاصة بال neural
+
+7
+00:00:24,970 --> 00:00:29,050
+network وهي ال unsupervised learning والفرق البسيط
+
+8
+00:00:29,050 --> 00:00:32,430
+بين ال supervised اللي أخدناها سابقا هو أن كان في
+
+9
+00:00:32,430 --> 00:00:36,850
+teacher أو كان في supervisorال teacher هذا هو اللي
+
+10
+00:00:36,850 --> 00:00:40,670
+بيكون عنده إيش ال output المطلوب ال desired output
+
+11
+00:00:40,670 --> 00:00:45,050
+بمعنى أنا بعطي input و ال output المكافئله أو ال
+
+12
+00:00:45,050 --> 00:00:49,890
+matching معه ال associative المفروض معه هو معروف
+
+13
+00:00:49,890 --> 00:00:54,170
+بمعنى أنا بعطيه ال input و بدرب ال machine أو ال
+
+14
+00:00:54,170 --> 00:00:58,270
+neural network و بطلع ال output الحقيقي تبعها و
+
+15
+00:00:58,270 --> 00:01:02,200
+فيه عندي desiredبحاول من خلال الـ desired way
+
+16
+00:01:02,200 --> 00:01:05,700
+الحقيقي او ال actual أجيب ال error و ال error هذا
+
+17
+00:01:05,700 --> 00:01:10,280
+هو بيت القصيد هو هذا اللي كنا نستخدمه في عملية ال
+
+18
+00:01:10,280 --> 00:01:14,500
+updating ال updating لمين؟ ل ال weight ل ال
+
+19
+00:01:14,500 --> 00:01:17,620
+weights مجموعة ال weights هذه هي اللي تعتبر حقيقة
+
+20
+00:01:17,620 --> 00:01:21,100
+ال neural network هي الشبكة هي الشبكة هي الحاجة
+
+21
+00:01:21,100 --> 00:01:24,040
+الوحيدة اللي محتاجها في الشبكةعشان بعد ذلك في
+
+22
+00:01:24,040 --> 00:01:28,700
+مرحلة ال test نعطي input نضربه في ال weights هذه
+
+23
+00:01:28,700 --> 00:01:31,680
+ال weights بتاعة الشبكة عشان ناخد ال output و اللي
+
+24
+00:01:31,680 --> 00:01:34,800
+منقدر ناخد منه decision خلاص قرر قرر أما في ال
+
+25
+00:01:34,800 --> 00:01:37,700
+unsupervised و اللي هو موضوعنا لهذا اليوم فأنا
+
+26
+00:01:37,700 --> 00:01:42,280
+فعليا ما بعرفش إيش ال output الشبكة عندها input بس
+
+27
+00:01:42,280 --> 00:01:47,440
+و هي من خلال ال input بس بتتحاول تحاول تعمل
+
+28
+00:01:47,440 --> 00:01:51,770
+training training لإيش؟الحقيقة training ل ال
+
+29
+00:01:51,770 --> 00:01:55,830
+attributes المتشابهة مع بعض بحيث أنه كل مجموعة
+
+30
+00:01:55,830 --> 00:01:59,570
+inputs يكاد يكونوا إقراب من بعض في ال
+
+31
+00:01:59,570 --> 00:02:02,090
+characteristics تبعتهم في ال attributes بتاعتهم
+
+32
+00:02:02,090 --> 00:02:06,710
+بتحطهم كأنهم class لحالهم لكن مش عارفة هو ال class
+
+33
+00:02:06,710 --> 00:02:10,190
+هذا إيش بالظبط المهم أن هي بتعملهم class لحالهم
+
+34
+00:02:10,190 --> 00:02:13,930
+طيب بظل التحدي في هذا النوع من أنواع ال learning
+
+35
+00:02:13,930 --> 00:02:18,570
+هو أنه جديش عدد ال classes أساساهذه احنا عادة بدها
+
+36
+00:02:18,570 --> 00:02:22,110
+تكون given عنا لو مش معطاعة الحقيقة الموضوع بيكون
+
+37
+00:02:22,110 --> 00:02:26,630
+كتير أصعب بتكون فيه إشكالية الحقيقة في فكرة أنه
+
+38
+00:02:26,630 --> 00:02:32,390
+أعرف بالظبط ال database أو ال dimension data تبعتي
+
+39
+00:02:32,390 --> 00:02:38,160
+جدش لازم يكون عدد ال classes تبعه منهابكل بساطة
+
+40
+00:02:38,160 --> 00:02:41,220
+اللي بدنا نعمله هدخل مجموعة ال input ومجموعة ال
+
+41
+00:02:41,220 --> 00:02:45,920
+input هذه بتدخل ل neural network تحاول تقيس ال
+
+42
+00:02:45,920 --> 00:02:49,320
+attributes تبعتها و ال attributes هذه هي اللي
+
+43
+00:02:49,320 --> 00:02:54,480
+هتفرج تعمل عملية matching او similarity نشوف وين
+
+44
+00:02:54,480 --> 00:02:57,660
+في similarity و وين في dissimilarity بنقدر بناء
+
+45
+00:02:57,660 --> 00:03:04,270
+عليها نحدد جداش ال group هذا او ال clusterال
+
+46
+00:03:04,270 --> 00:03:07,730
+cluster اللي هو ال group من ال features أو ال
+
+47
+00:03:07,730 --> 00:03:10,610
+group من ال inputs بقدر أقول إن هدولة class واحد
+
+48
+00:03:10,610 --> 00:03:14,950
+cluster واحد cluster واحد أو عنقود واحد فهم ينتموا
+
+49
+00:03:14,950 --> 00:03:18,310
+لنفس ال category فمن خلال موضوع نلاقي ال
+
+50
+00:03:18,310 --> 00:03:21,310
+unsupervised learning وهين عرفنا إيش الاختلاف بينه
+
+51
+00:03:21,310 --> 00:03:24,550
+وبين ال supervised هنتكلم introduction هنتكلم عن
+
+52
+00:03:24,550 --> 00:03:28,830
+ال hippie learning وهذا هوأول واحد فكر في هذا
+
+53
+00:03:28,830 --> 00:03:32,130
+الموضوع اللي هو Donald Hiep، هنتكلم عنه، ثم هنعمل
+
+54
+00:03:32,130 --> 00:03:36,790
+generalizing أو لهيبيان learning algorithm، ال
+
+55
+00:03:36,790 --> 00:03:40,030
+algorithm اللي استخدمه Hiep أو Donald Hiep، بدنا
+
+56
+00:03:40,030 --> 00:03:43,010
+نشوف كيف ممكن نعمله generalization بحيث أنه يكون
+
+57
+00:03:43,010 --> 00:03:47,930
+قادر أنه يشتغل بشكل كامل على معظم أو عدة تطبيقات
+
+58
+00:03:47,930 --> 00:03:52,100
+أخرىبعدين هنروح ل competitive learning أو التعلم
+
+59
+00:03:52,100 --> 00:03:56,900
+التنافسي ثم ال self-organizing computational map
+
+60
+00:03:56,900 --> 00:04:01,420
+أو ال SOM اختصارا self-organizing map اللي هي
+
+61
+00:04:01,420 --> 00:04:05,560
+واحدة من أنواع ال .. او الشكل تبع ال competitive
+
+62
+00:04:05,560 --> 00:04:10,990
+learningهنتكلم عنها ثم نجمل موضوعنا و نكون بذلك
+
+63
+00:04:10,990 --> 00:04:15,650
+يعني تحدثنا عن ال unsupervised learning فال
+
+64
+00:04:15,650 --> 00:04:18,610
+supervised زي ما قولنا سابقا بقدر أسميه supervised
+
+65
+00:04:18,610 --> 00:04:21,910
+أو active learning أو active learning وهذا هو اللي
+
+66
+00:04:21,910 --> 00:04:24,970
+احنا أشتغلنا عليه سابقا لكن في المقابل في نوع آخر
+
+67
+00:04:24,970 --> 00:04:27,890
+هو ال unsupervised اللي احنا الآن بصدده اللي احنا
+
+68
+00:04:27,890 --> 00:04:33,030
+الآنبصددوا طيب في المقابل بالنسبة ل ال supervised
+
+69
+00:04:33,030 --> 00:04:36,490
+يوجد ال unsupervised او ال self-organized learning
+
+70
+00:04:36,490 --> 00:04:43,020
+بمعنى التعلم الذاتي ان مافيش مدرس هو في شواهدجدام
+
+71
+00:04:43,020 --> 00:04:47,620
+أو observations جدام ال neural network جدام هذه ال
+
+72
+00:04:47,620 --> 00:04:50,940
+machine و هي بدأت حاول من خلال ال observation هذه
+
+73
+00:04:50,940 --> 00:04:55,180
+أو مجموعة ال inputs دولة تلاحظهم و تحاول تجيب جديش
+
+74
+00:04:55,180 --> 00:04:58,800
+هم العناصر متقاربة مع بعض أو متباعدة مع بعض بحيث
+
+75
+00:04:58,800 --> 00:05:02,380
+ان المتقاربين مع بعض تعملهم clustering او تفترضوا
+
+76
+00:05:02,380 --> 00:05:08,100
+ان هم classخاص بحث ذاتهم و ال other data اللي هم
+
+77
+00:05:08,100 --> 00:05:11,280
+برضه متشابكين مع بعض أو مترابطين مع بعض في
+
+78
+00:05:11,280 --> 00:05:14,380
+association between them بقدر اقول عنهم ال cluster
+
+79
+00:05:14,380 --> 00:05:18,660
+تاني بس بشرط انه يكونوا نسبيا ال data تعون هدوله
+
+80
+00:05:18,660 --> 00:05:24,200
+شوية بعاد او في dissimilarity عن class التاني فهذه
+
+81
+00:05:24,200 --> 00:05:29,010
+هي الفكرة او كيف ممكنيتم عملية الـ training أو
+
+82
+00:05:29,010 --> 00:05:32,670
+المنهجية اللي ممكن تشتغل على ال similarity على ال
+
+83
+00:05:32,670 --> 00:05:36,290
+similarity بشكل أساسي طيب فال unsupervised الحقيقة
+
+84
+00:05:36,290 --> 00:05:40,950
+هي يعني مبنية بشكل أساسي على ال neurological
+
+85
+00:05:40,950 --> 00:05:48,870
+organization of the brain أو اللي هي العملية
+
+86
+00:05:48,870 --> 00:05:52,230
+الترتيب الدماغي فعليا في الخلايا العصبية الدماغية
+
+87
+00:05:52,230 --> 00:05:56,660
+هيكبيفترضوا العلماء أنه بيشتغل الدماغ وبينما على
+
+88
+00:05:56,660 --> 00:06:00,920
+ذلك إجت الفكرة ل Donald Hebb زي ما هناخد لاحقا
+
+89
+00:06:00,920 --> 00:06:05,360
+الشخص اللي طلع لنا بأول فكرة لهذا النوع من أنواع
+
+90
+00:06:05,360 --> 00:06:07,740
+ال learning .. من أنواع ال learning طيب ال
+
+91
+00:06:07,740 --> 00:06:11,380
+unsupervised learning algorithms aims أو aim to
+
+92
+00:06:11,380 --> 00:06:16,260
+learn rapidly and can be used in real-timeهذه كتير
+
+93
+00:06:16,260 --> 00:06:20,020
+الحقيقة ممكن تستخدم بشكل سريع أو تتعلم بشكل سريع
+
+94
+00:06:20,020 --> 00:06:22,520
+وحنشوف لكيف تتعلم بشكل سريع طبعا من خلال ال
+
+95
+00:06:22,520 --> 00:06:27,500
+algorithm تبعها ويمكن استخدامها في ال real-time أو
+
+96
+00:06:27,500 --> 00:06:31,080
+في ال time الواقعي في التطبيقات الواقعية زي ما
+
+97
+00:06:31,080 --> 00:06:34,560
+قلنا في ال 49 دونالد هيب كان هو أول واحد اقترح هذه
+
+98
+00:06:34,560 --> 00:06:37,860
+الفكرة من ال biological learning من عملية التعلم
+
+99
+00:06:37,860 --> 00:06:41,660
+ال biological فعليا للدماغو حاول على اعتباره ان هو
+
+100
+00:06:41,660 --> 00:06:48,000
+له علاقة بعلم النفس او بالطب النفسي فهو biological
+
+101
+00:06:48,000 --> 00:06:52,340
+اكتر من engineering الحقيقة لكن طلعنا هذه القانون
+
+102
+00:06:52,340 --> 00:06:56,020
+او قانون معين القانون المعين هذا احنا لاحقا او
+
+103
+00:06:56,020 --> 00:07:00,760
+المهندسين لاحقا و العلميين لاحقا ترجموه لمعادلات
+
+104
+00:07:00,760 --> 00:07:03,840
+رياضية لو انا اتكلم عن ال AI الحقيقة هو هندسة على
+
+105
+00:07:03,840 --> 00:07:08,610
+الرياضياتالاتنين اشتغلوا في بعض وإن كانت مقدماتها
+
+106
+00:07:08,610 --> 00:07:12,530
+كانت رياضيات اكتر Mathematics فدونالد هيب بالحقيقة
+
+107
+00:07:12,530 --> 00:07:16,850
+كل الفكرة تبعته او النظرية اللي بناء عليها بدأت كل
+
+108
+00:07:16,850 --> 00:07:19,450
+هذه .. كل هذا الشغل في ال unsupervised كان بيقول
+
+109
+00:07:19,450 --> 00:07:25,870
+انه if neuron I is near enough to excite neuron J
+
+110
+00:07:25,870 --> 00:07:31,330
+and repeatedly بمعنى ان لو عندي نيرون أولى خلينا
+
+111
+00:07:31,330 --> 00:07:37,470
+نسميها I نيرون تانية نسميهاJ بقدر أقول and
+
+112
+00:07:37,470 --> 00:07:42,970
+repeatedly participates in its activation إذا كان
+
+113
+00:07:42,970 --> 00:07:48,770
+والله وجدنا إن ال activation بتاعة I و J هم دائما
+
+114
+00:07:48,770 --> 00:07:56,240
+متساويتين بمعنى كل ما كانت هذه I هيhigh حلجي j
+
+115
+00:07:56,240 --> 00:08:00,240
+high برضه كل ما كانت هذه low هذه حلجيها low بمعنى
+
+116
+00:08:00,240 --> 00:08:07,780
+انه دائما I و J متشابهات فبقدر اقول انه اذا I فعلا
+
+117
+00:08:07,780 --> 00:08:13,840
+قريبة بشكل كافي ان هي دائما تعمل excitation ل J كل
+
+118
+00:08:13,840 --> 00:08:17,740
+ما كانت هي excited بمعنى كل ما كانت هي مخدة
+
+119
+00:08:17,740 --> 00:08:22,790
+activation عاليةبنجد ان ال j برضه ماخدة activation
+
+120
+00:08:22,790 --> 00:08:26,970
+عالية فبنقدر نقول ان هي مشتركين في ال activation
+
+121
+00:08:26,970 --> 00:08:30,950
+بتاعتهم ف ال synaptic connection between these two
+
+122
+00:08:30,950 --> 00:08:34,430
+او them فإذا ال connection between them اللي هي
+
+123
+00:08:34,430 --> 00:08:41,000
+سمنها ال .. ال synaptic connectionزي ال .. ما
+
+124
+00:08:41,000 --> 00:08:44,780
+اتكلمنا في ال biological أنوتومي المرة السابقة ..
+
+125
+00:08:44,780 --> 00:08:47,300
+المرات السابقة فبنقدر نقول ان في الحالة هذه
+
+126
+00:08:47,300 --> 00:08:52,760
+العلاقة بينهم بقدر اقول بين ال two هي strong فبقدر
+
+127
+00:08:52,760 --> 00:08:58,200
+اعليها اقويها ليش؟ لأن في ال observations تبعتنا
+
+128
+00:08:58,200 --> 00:09:05,790
+وجدنا ان كل ما I high J معها high معنا ذلك انهبدي
+
+129
+00:09:05,790 --> 00:09:10,130
+افهم انه دائما الاتنين هدوله اقرب enough انه واحدة
+
+130
+00:09:10,130 --> 00:09:13,790
+منهم excited معناته التانية بده يصيرلها excitation
+
+131
+00:09:13,790 --> 00:09:17,470
+التانية بده يصيرلها excitation او تتفعل كل ما
+
+132
+00:09:17,470 --> 00:09:19,690
+واحدة منهم اتفعلت التانية هتتفعل معناه ذلك ان ال
+
+133
+00:09:19,690 --> 00:09:23,230
+connection between them high عشان اضمن انه لو هذه
+
+134
+00:09:23,230 --> 00:09:27,070
+صارلها excitation لاحقا اكيد j بده يصيرلها
+
+135
+00:09:27,070 --> 00:09:32,410
+excitation فهذه ارتباط حقيقةهذا الكلام بسميه
+
+136
+00:09:32,410 --> 00:09:37,370
+الارتباط واحدة بتعمل ال excitation للتانية فبكونوا
+
+137
+00:09:37,370 --> 00:09:42,190
+مرتبطين ففي علاقة بينهم و العلاقة هذه بتقوى كل ما
+
+138
+00:09:42,190 --> 00:09:47,170
+فعلا المشاهدة هذه بلاحظها بتصير باستمرار طيب ايش
+
+139
+00:09:47,170 --> 00:09:51,590
+علاقة هبفق في نظرية زي هذه؟في حكى موضوع إنه والله
+
+140
+00:09:51,590 --> 00:09:53,810
+يقولنا في الآخر معناته إن الـ J ال sensitivity
+
+141
+00:09:53,810 --> 00:10:00,170
+بتاعتها عالية لـ stimuli from neuron I لـ ال
+
+142
+00:10:00,170 --> 00:10:04,490
+excitation اللي إجت من I بكل بساطة هم كانوا في
+
+143
+00:10:04,490 --> 00:10:07,690
+الزمانات بيعملوا كتير تجارب الحقيقة على الحيوانات
+
+144
+00:10:07,690 --> 00:10:12,630
+و منها سلوك الحيوانات فلو افترضنا إن في عندك كلب و
+
+145
+00:10:12,630 --> 00:10:17,990
+الكلب هذا بتعطيك طعام مع قرع ال bell أو مع الجرس
+
+146
+00:10:19,110 --> 00:10:23,290
+فكل ما بتجيبله الطعام بتقرا الجرس فهو على طول
+
+147
+00:10:23,290 --> 00:10:27,550
+مباشرة بيجي للطعام طيب بعد ذلك بيصير في علاقة بين
+
+148
+00:10:27,550 --> 00:10:32,210
+ال observations زي كبتقول انه بين الطعام ال food و
+
+149
+00:10:32,210 --> 00:10:37,530
+ال bell او الجرس فمعنى ذلك انه لو اي واحد مسك
+
+150
+00:10:37,530 --> 00:10:42,270
+الجرس و خبط الجرس هيجي الكلب مباشرة ليش لأنه صار
+
+151
+00:10:42,270 --> 00:10:46,170
+عنده ارتباط وثيق بين ال two observations او ال two
+
+152
+00:10:46,170 --> 00:10:52,610
+objects هدولةبين ال bell مدام فيه صوت للجرس معناته
+
+153
+00:10:52,610 --> 00:10:57,230
+اكيد فيه food فبنقدر نتعامل او خليني نقول هذا هو
+
+154
+00:10:57,230 --> 00:11:03,590
+السبب اللي صغلنا هذه النظرية بشكل أساسيطيب، نحولها
+
+155
+00:11:03,590 --> 00:11:07,470
+لكلام رياضي شوية ممكن نفهمه أو ممكن نتعامل معاه
+
+156
+00:11:07,470 --> 00:11:11,170
+بحيث أنه نستخدمه هندسيا، بشكل هندسي if two neurons
+
+157
+00:11:11,170 --> 00:11:14,970
+on either side of a connection are activated
+
+158
+00:11:14,970 --> 00:11:21,690
+synchronously بمعنى بشكل متزامن asynchronously،
+
+159
+00:11:21,690 --> 00:11:24,730
+الإتنين بيطلعوا مع بعض، الإتنين بنزلوا مع بعض،
+
+160
+00:11:24,730 --> 00:11:29,320
+كويس؟ هم الطرفين هاي بتاعون ال connectionالـ two
+
+161
+00:11:29,320 --> 00:11:32,640
+sides الـ two sides هدولة بيصيروا لكم بشكل
+
+162
+00:11:32,640 --> 00:11:37,360
+asynchronously activation فإذا ال weight between
+
+163
+00:11:37,360 --> 00:11:43,160
+them إيش لازم يصير لها؟ increased لازم تكون ازدادة
+
+164
+00:11:43,160 --> 00:11:46,300
+لازم تكون صار فيها زيادة بدل ما هدا بيطلع و هدا
+
+165
+00:11:46,300 --> 00:11:49,600
+بيطلع معناته في ارتباط فال weight اللي between
+
+166
+00:11:49,600 --> 00:11:52,760
+them هد اللي احنا بنتكلم عنها انه بدها تزيد هي
+
+167
+00:11:52,760 --> 00:11:56,730
+الحقيقة تعبر عن جداش قيمة الارتباط بينال two
+
+168
+00:11:56,730 --> 00:11:59,430
+neurons هدولة بين ال two neurons طبعا العكس صحيح
+
+169
+00:11:59,430 --> 00:12:06,630
+إذا كان ال neurons on either side of a connection
+
+170
+00:12:06,630 --> 00:12:09,870
+are activated asynchronously asynchronously بمعنى
+
+171
+00:12:09,870 --> 00:12:13,470
+بغير متزامن هد ممكن تزيد لحالها و هد بتنزل لحالها
+
+172
+00:12:13,470 --> 00:12:16,270
+و هد بتطلع لحالها هد بتنزل لحالها مافيش اي ارتباط
+
+173
+00:12:16,270 --> 00:12:18,690
+between them فمعنى ذلك ان ال connection between
+
+174
+00:12:18,690 --> 00:12:22,360
+them هو مش عالية ليش لأنه مافيش ارتباط بينهمهذه
+
+175
+00:12:22,360 --> 00:12:25,800
+بتزيد لحالها و هذه ممكن تكون low هذه ممكن تصير
+
+176
+00:12:25,800 --> 00:12:29,580
+high وهذه تنزل low ففيش ارتباط قد يحدث صدفة ان
+
+177
+00:12:29,580 --> 00:12:33,540
+الاتنين طلعوا مع بعض high لكن مش دائما مش دائما
+
+178
+00:12:33,540 --> 00:12:37,180
+فما بقدر اقول انه في ارتباط او association between
+
+179
+00:12:37,180 --> 00:12:40,680
+them مدينة مافيش association between them فدلك ال
+
+180
+00:12:40,680 --> 00:12:45,920
+.. ال .. ال w هذه المفروض انهاتبدأ تجلب لأن مافيش
+
+181
+00:12:45,920 --> 00:12:50,680
+ارتباط حقيقة مافيش ارتباط تمام فهب صغلنا إياها هذه
+
+182
+00:12:50,680 --> 00:12:57,380
+الفكرة وسماها الظاهرة اللي ممكن تحدث .. تحدث داخل
+
+183
+00:12:57,380 --> 00:13:02,520
+ال .. ال neural network بحيث أنه نقدر نستفيد منها
+
+184
+00:13:03,350 --> 00:13:07,750
+هنجد مثلا هذا for example مثال لو في عندي neural
+
+185
+00:13:07,750 --> 00:13:11,970
+network بهذا الشكل هاجد انه دائما for example طبعا
+
+186
+00:13:11,970 --> 00:13:15,930
+طبعا الأمثلة لاحقا هتوضحلنا الكلام اكتر لكن لو
+
+187
+00:13:15,930 --> 00:13:19,250
+افترضنا ان فعلا ال layer الأولى ال input الأول وال
+
+188
+00:13:19,250 --> 00:13:24,730
+layer التانية كل ما كانتال neuron هادي عالية، هنجد
+
+189
+00:13:24,730 --> 00:13:27,450
+ان ال neuron هادي في المقابل بتصير عالية، كل ما
+
+190
+00:13:27,450 --> 00:13:30,630
+كانت هادي عالية، هادي أصبحت عالية، شوية شوية ل
+
+191
+00:13:30,630 --> 00:13:34,070
+training إيش بيعمل؟ ل training كل اللي بيعملوا،
+
+192
+00:13:34,070 --> 00:13:37,250
+إنه إذا فعلا شوفلي معادلة، شوفلي طريقة، شوفلي
+
+193
+00:13:37,250 --> 00:13:41,330
+آلية، formula، إنه إذا فعلا هادي high و هادي high،
+
+194
+00:13:41,330 --> 00:13:43,350
+هادي low و هادي low، بمعنى مرتبطين دايما،
+
+195
+00:13:43,350 --> 00:13:46,570
+activation بتصير لهم مع بعض، الأصل إنه ال
+
+196
+00:13:46,570 --> 00:13:51,280
+connection between them انزودهابمعنى أن الـ W
+
+197
+00:13:51,280 --> 00:13:55,140
+بينهم المفروض أننا نقوّي الرابط تبعها أو نقوّي
+
+198
+00:13:55,140 --> 00:13:59,620
+قيمتها ال gain تبعها فهذا بشكل أساسي طب كيف بقدر
+
+199
+00:13:59,620 --> 00:14:03,320
+أجوي ال gain بتاعتها عشان أقول والله أنا محتاج
+
+200
+00:14:03,320 --> 00:14:08,740
+فعلا ال delta W هذه قمت ال delta W هي W فإذن قيمة
+
+201
+00:14:08,740 --> 00:14:13,760
+delta Wهى جداش معدل الزيادة او النقصان الحقيقة
+
+202
+00:14:13,760 --> 00:14:17,880
+زيادة او نقصان جداش المعدل المفروض Delta Wi و J
+
+203
+00:14:17,880 --> 00:14:22,520
+بين I و J طبعا اتفقنا ال P هذا اللى هى ال
+
+204
+00:14:22,520 --> 00:14:26,100
+iteration ال iteration فانا فى ال iteration number
+
+205
+00:14:26,100 --> 00:14:31,600
+الاولى مثلا او فى الدورة الاولى الدورة التانية
+
+206
+00:14:31,600 --> 00:14:33,700
+الدورة التالتة فى ال iteration رقم واحد اتنين
+
+207
+00:14:33,700 --> 00:14:36,960
+تلاتة اربعة and so onهذه ال P اللي هي رقم ال
+
+208
+00:14:36,960 --> 00:14:39,360
+iteration هذه المفروض انها تكون معتمدة على
+
+209
+00:14:39,360 --> 00:14:47,700
+function تربط Y ب X الشيء Y هي قيمة ال J اللي هي
+
+210
+00:14:47,700 --> 00:14:56,660
+قيمة ال node J و X هي قيمة ال node I طيب بحيث ان
+
+211
+00:14:56,660 --> 00:15:01,380
+فعلا العلاقة بينهم توضح لنا هل هم مرتبطين بعض او
+
+212
+00:15:01,380 --> 00:15:06,480
+لا هل هم مرتبطين بعض او لا كيف؟بدنا شيء أنه لو هذه
+
+213
+00:15:06,480 --> 00:15:12,320
+زادت و هذه في نفس الوقت زادت الأصل أنه أجوي أو
+
+214
+00:15:12,320 --> 00:15:17,020
+أكبر delta w و لو مافيش ارتباط بينهم بمعنى هذه
+
+215
+00:15:17,020 --> 00:15:21,900
+زادت هذه نقصت هذه نقصت هذه زادت ال delta w اتجلد
+
+216
+00:15:21,900 --> 00:15:26,200
+ال delta w اتجلد فإيش ال function اللي بتربطلي ال
+
+217
+00:15:26,200 --> 00:15:29,640
+two parameters هدول مع بعض بحيث أنها تعطيني هذه
+
+218
+00:15:29,640 --> 00:15:34,190
+الفكرة أن أضربهم في بعضإننا نضربهم في بعض بمعنى
+
+219
+00:15:34,190 --> 00:15:39,870
+إنه إذا كان والله الاتنين بزيده فضربهم بزيد ضربهم
+
+220
+00:15:39,870 --> 00:15:44,670
+بزيد إذا واحدة منهم قليلة واحنا عارفين إنه قيمة W
+
+221
+00:15:44,670 --> 00:15:48,650
+قيمها بناخدها عادة من صفر لواحد فهي fractions في
+
+222
+00:15:48,650 --> 00:15:54,530
+النهاية فإذا قلت العلاقة واحد منهم فالأصل إنه
+
+223
+00:15:54,530 --> 00:16:00,780
+Delta W بتجل تبدأ تجلكويس طبعا في الآخر هنعملهم
+
+224
+00:16:00,780 --> 00:16:03,660
+عملية ضرب عادية multiplication على اعتبار انه هذا
+
+225
+00:16:03,660 --> 00:16:09,480
+أبسط طريقة انه فعلا لو الاتنين بيزيدوا مع بعض نجيب
+
+226
+00:16:09,480 --> 00:16:13,820
+term كبير خلاص بدربهم ضرب في بعض و بنضربهم في
+
+227
+00:16:13,820 --> 00:16:16,860
+الآخر كمان في مين في alpha اللي اتكلمنا عنها سابقا
+
+228
+00:16:16,860 --> 00:16:21,140
+و اللي هي learning rate parameter و بنقدر نقول ان
+
+229
+00:16:21,140 --> 00:16:23,980
+هذه ال equation بتسميها ال activity product rule
+
+230
+00:16:23,980 --> 00:16:28,420
+activity product rule اللي هي عملية الضرب عمليةإيه
+
+231
+00:16:28,420 --> 00:16:36,040
+الدرب؟ تمام، الآن ال two terms هدولة اتفقنا إنه لو
+
+232
+00:16:36,040 --> 00:16:42,460
+عليين لل two neurons عليين، ضربهم بزيد، بزيد،
+
+233
+00:16:42,460 --> 00:16:47,920
+بزيد، طب لإمتى؟ طيب، كمان مشكلة تانية، نفترض إن
+
+234
+00:16:47,920 --> 00:16:52,180
+واحد منهم أقل من التاني، واحد عالي وواحد متخفضتمام
+
+235
+00:16:52,180 --> 00:16:56,680
+ضربناهم القيمة منخفضة صحيح Delta W هتكون أقل من لو
+
+236
+00:16:56,680 --> 00:17:01,690
+الإتنين عليهم لكن في النهاية هو term positiveفإذن
+
+237
+00:17:01,690 --> 00:17:05,030
+iteration ورا التانية ورا التالتة ورا الرابع إيش
+
+238
+00:17:05,030 --> 00:17:08,710
+بزيد؟ بتزيد جاعة دلوقتي ال term ال term جاعة بزيد،
+
+239
+00:17:08,710 --> 00:17:10,010
+بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد،
+
+240
+00:17:10,010 --> 00:17:11,190
+بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد،
+
+241
+00:17:11,190 --> 00:17:14,770
+بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد،
+
+242
+00:17:14,770 --> 00:17:17,670
+بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد،
+
+243
+00:17:17,670 --> 00:17:18,530
+بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد، بزيد،
+
+244
+00:17:18,530 --> 00:17:22,910
+بزيد، بزيد، بزيد، بزيد
+
+245
+00:17:26,970 --> 00:17:31,610
+محتاجين حاجة اسمها forgetting factor اللي هي معامل
+
+246
+00:17:31,610 --> 00:17:37,130
+النسيان انا مش من الصح اني دايما اضلني بس الذاكرة
+
+247
+00:17:37,130 --> 00:17:41,250
+انه والله او احفظ انه الاتنين زيادة مع بعض بزيدوا
+
+248
+00:17:41,250 --> 00:17:46,250
+مع بعض معناته زود فهذا ال term لحاله هيك هذا ال
+
+249
+00:17:46,250 --> 00:17:50,810
+term تبعت ال product rule ال product rule اللي هو
+
+250
+00:17:50,810 --> 00:17:57,740
+alpha yj في xjكويس هذا اللي احنا اتكلمنا عنه سابقا
+
+251
+00:17:57,740 --> 00:18:03,000
+وقلنا اه مفيد لأنه هيوضح ليه إذا كانت ال Y و X
+
+252
+00:18:03,000 --> 00:18:08,460
+عالينفمعنى ذلك أن ال term بدو يزيد ممتاز تمام بس
+
+253
+00:18:08,460 --> 00:18:11,120
+ماقدرش أقول زي ما قلنا to infinity في حاجة اسمها
+
+254
+00:18:11,120 --> 00:18:16,940
+معامل نسيان الأصل أنه إذا كان واحد منهم قليل الأصل
+
+255
+00:18:16,940 --> 00:18:21,840
+أنه أجلل الموضوع معايا فإذا نقدر نقول أنه هنضيف
+
+256
+00:18:21,840 --> 00:18:25,540
+term تاني ال term التاني هو ال forgetting factor
+
+257
+00:18:25,540 --> 00:18:29,840
+هو ال forgetting factor مضروف في Phi و اللي هي
+
+258
+00:18:29,840 --> 00:18:37,800
+تمثل ال factor هذاهذه مضروبة في term y في w بمعنى
+
+259
+00:18:37,800 --> 00:18:42,840
+انه قيمة ال y عالية او منخفضة مضروبة في قيمة ال w
+
+260
+00:18:42,840 --> 00:18:49,220
+في قيمة w لو ال w قليلة فالاصل انه نطرح term قليل
+
+261
+00:18:49,220 --> 00:18:54,940
+لكن هنلاحظ شغل كتير مهمة انه iteration ورا التانية
+
+262
+00:18:54,940 --> 00:19:02,680
+اذا w بتزيد ال w بتزيد كويس هيهاواحدة ورا التانية
+
+263
+00:19:02,680 --> 00:19:07,600
+قاعدة بتزيد Y بتزيد فالأصل أن ال term هذا هيك
+
+264
+00:19:07,600 --> 00:19:11,720
+بيخفف شوية من الزيادة بيحد من الزيادة بيحد من
+
+265
+00:19:11,720 --> 00:19:18,260
+الزيادة امتى؟ لما Y و X زادوا لدرجة انه خلاص
+
+266
+00:19:18,260 --> 00:19:23,080
+هيعدوا ال limits تاعة القيم المقبولة ل W ل W
+
+267
+00:19:23,080 --> 00:19:26,780
+فكأنها صارت exponential زادت زادت زادت بعدين خلاص
+
+268
+00:19:26,780 --> 00:19:29,900
+الزيادة بتصير خفيفة لأنه كل حاجة بتزيد عالي أنا
+
+269
+00:19:29,900 --> 00:19:33,130
+بانطرح منها عاليال term هذا بده يصير بده ينطرح ال
+
+270
+00:19:33,130 --> 00:19:39,010
+term عالي بيصير لإن y مضروبة في w و w زادت و بتزيد
+
+271
+00:19:39,010 --> 00:19:44,650
+طيب كل ما كانت منخفضة هنا منخفضة معنى ذلك أنه لأ
+
+272
+00:19:44,650 --> 00:19:49,090
+محتاج أزود فال term ال negative بيصير أقل بيصير
+
+273
+00:19:49,090 --> 00:19:52,030
+أقل هذا الكلام انتهى إذا كانوا الإتنين positive
+
+274
+00:19:52,030 --> 00:19:57,770
+الإتنين positive لكن .. لكن إذا كان delta w .. w
+
+275
+00:19:57,770 --> 00:20:03,470
+عالية و مافيش ارتباط بين y و xYUX مافيش الارتباط
+
+276
+00:20:03,470 --> 00:20:07,670
+بينهم فإذا واحد منهم منخفض في واحد منهم منخفض أكيد
+
+277
+00:20:07,670 --> 00:20:12,530
+المنخفض هدا إذا كانت Y فمعنى ذلك أن ال term هدا
+
+278
+00:20:12,530 --> 00:20:19,420
+هينخفض ال term الأول هينزلهينزل كويسة مدام نزل
+
+279
+00:20:19,420 --> 00:20:23,480
+معناه ذلك انه و delta و w هذه عالية نفترض
+
+280
+00:20:23,480 --> 00:20:27,560
+initially بدأت عالية فإذا ال term هذا أقل من ال
+
+281
+00:20:27,560 --> 00:20:30,960
+term التاني معناه ذلك انه delta بال negative فبصير
+
+282
+00:20:30,960 --> 00:20:35,020
+بجلل في ال delta في ال w بيصير نجلل هيك في قيمة w
+
+283
+00:20:35,020 --> 00:20:38,580
+لأن ال delta بال negative لما أروح أجمعها مع ال w
+
+284
+00:20:38,580 --> 00:20:46,240
+نفسها هتجل قيمة w هتجل قيمة w تمامفي الآخر لو كانت
+
+285
+00:20:46,240 --> 00:20:51,480
+X هي اللي منخفضة و Y عالية X منخفضة فمعناه ذلك أنه
+
+286
+00:20:51,480 --> 00:20:54,280
+برضه ال term هذا هيكون أقل بكتير من ال term التاني
+
+287
+00:20:54,280 --> 00:21:03,620
+وهذا هيؤدى أنه delta W بتجل أو بال negative بال
+
+288
+00:21:03,620 --> 00:21:07,000
+negative لأن ال term التاني أكبر بصيرterm التاني
+
+289
+00:21:07,000 --> 00:21:11,140
+بيصبح أكبر فهنا الحقيقة المعادلة هذه اقدرنا نقول
+
+290
+00:21:11,140 --> 00:21:15,520
+انه اعملنا limitation لمعدل الزيادة اعملنا
+
+291
+00:21:15,520 --> 00:21:18,860
+limitation وهذه من الأشياء المهمة جدا ضروري جدا زي
+
+292
+00:21:18,860 --> 00:21:23,060
+ما في ال memory فيه برضه ال forgetting زي ما في
+
+293
+00:21:23,060 --> 00:21:27,080
+الذاكرة او الاستذكار او التذكر فيه برضه النسيان
+
+294
+00:21:27,080 --> 00:21:31,080
+والاتنين الحقيقة مهمين الذاكرة ان اظلني متذكر كل
+
+295
+00:21:31,080 --> 00:21:36,710
+شيء ده مش حقيقة صحيه كتيرحتى بين البشر، كتير كويس
+
+296
+00:21:36,710 --> 00:21:41,510
+إن يكون فيه معامل نسيان بالحقيقة طيب بالنسبة لـ
+
+297
+00:21:41,510 --> 00:21:45,070
+Phi الحقيقة ال forgetting factor هذه بنقدر نقول إن
+
+298
+00:21:45,070 --> 00:21:49,130
+هي قيمة بين الصفر والواحد زيها زي ال alpha ال
+
+299
+00:21:49,130 --> 00:21:51,310
+alpha برضه ال learning rate أخدناها من المحادرات
+
+300
+00:21:51,310 --> 00:21:55,590
+السابقة برضه كنا دايما بنقول إن هي typically 0.1
+
+301
+00:21:56,400 --> 00:22:00,480
+كانت 0.1 فهنا برضه typical بهذا الشكل لكن بدنا
+
+302
+00:22:00,480 --> 00:22:05,260
+نقول إنه في ممكن يكون في نسبة بينهم نقول إنه في
+
+303
+00:22:05,260 --> 00:22:09,440
+بينهم نسبة واحد أكبر من التاني خمس أضعاف عادة يعني
+
+304
+00:22:09,440 --> 00:22:14,300
+التجربة هيك بتقول أن يكون واحد منهم أكبر من التاني
+
+305
+00:22:14,300 --> 00:22:16,560
+حوالي خمس أضعاف زي ما هنشوف المعادلات اللي في ال
+
+306
+00:22:16,560 --> 00:22:19,840
+algorithm الخاص فيها فنبدأ نشوف ال algorithm الآن
+
+307
+00:22:19,840 --> 00:22:25,630
+نراجعالقلية افهمنا المفهوم يعني افهمنا افكار انه
+
+308
+00:22:25,630 --> 00:22:31,390
+هب كيف فكر ال neurons و كل ما بيصير excitation
+
+309
+00:22:31,390 --> 00:22:34,130
+للاتنين مع بعض او واحدة بتعمل excitation للتانية
+
+310
+00:22:34,130 --> 00:22:37,190
+بمعنى ان هذه I كل ما كانت عالية هذه بتصير عالية
+
+311
+00:22:37,190 --> 00:22:41,210
+فإذا ال connection between them عاليمنطقي روحنا
+
+312
+00:22:41,210 --> 00:22:45,450
+أخذنا هذا الكلام هندسيا أو رياضيا و ترجمناه رياضيا
+
+313
+00:22:45,450 --> 00:22:49,110
+و بعدين حددنا كيف أنا بدي أحسب ال function اللي
+
+314
+00:22:49,110 --> 00:22:53,110
+بتربط ليهم مع بعض عشان أقدر من خلالها أحسب delta w
+
+315
+00:22:53,110 --> 00:22:56,490
+ونجحنا كأفكار الآن بدنا نحط ال algorithm ال
+
+316
+00:22:56,490 --> 00:22:59,530
+algorithm هنبدأ بشكل أساسي في الhibian learning
+
+317
+00:22:59,530 --> 00:23:01,770
+algorithm بال step number one اللي هي ال
+
+318
+00:23:01,770 --> 00:23:05,090
+initialization و ال initialization بحط كل ال
+
+319
+00:23:05,090 --> 00:23:11,160
+synaptic weights من صفرلواحد قيم من zero to one و
+
+320
+00:23:11,160 --> 00:23:14,420
+بنبدأ نشتغل عليها عشان ان هي initial values بعدين
+
+321
+00:23:14,420 --> 00:23:16,340
+بنعمل عملية activation ايش هي ال activation
+
+322
+00:23:16,340 --> 00:23:19,680
+activation بكل بساطة بدنا نجيب قيمة ال Y بس مش
+
+323
+00:23:19,680 --> 00:23:22,660
+اكتر انا عندى شبكة neural network
+
+324
+00:23:26,430 --> 00:23:31,730
+هيها كاملة full neural network بدنا نكمل ال neural
+
+325
+00:23:31,730 --> 00:23:36,170
+network دي بالشكل الأساسي هنا عندي Y و هنا عندي ال
+
+326
+00:23:36,170 --> 00:23:41,550
+Xات خلاص بنعطي قيمة ال input عشان ناخد قيمة ال
+
+327
+00:23:41,550 --> 00:23:47,510
+output قيمة ال outputs جبنا ال outputs اللي هي ال
+
+328
+00:23:47,510 --> 00:23:52,590
+Y's اللي هي قيم Y's هاي Y اللي هي زي ما احنا
+
+329
+00:23:52,590 --> 00:23:55,530
+عارفين عبارة عن summation
+
+330
+00:23:57,360 --> 00:24:01,820
+لا طبعا هنا مشتغل على ال perceptron او one layer
+
+331
+00:24:01,820 --> 00:24:05,040
+على one layer مش زي ما احنا عملنا هيك two layer
+
+332
+00:24:05,040 --> 00:24:10,100
+هذا في ال multi اشتغل على one layer مباشرة x to y
+
+333
+00:24:10,100 --> 00:24:20,070
+على طول فبقدر اقول انه x واحد في w1 1 x 2 في w 2 1
+
+334
+00:24:20,070 --> 00:24:26,150
+x 3 في w 3 1 فهنا عملنا ال summation زائد متذكرين
+
+335
+00:24:26,150 --> 00:24:29,450
+ال theta زائد ال theta ال three-should زائد ال
+
+336
+00:24:29,450 --> 00:24:32,930
+three-should او و قولنا ان ال three-should هذه
+
+337
+00:24:32,930 --> 00:24:35,930
+اللي بدنا نجمعها بتكون قيمة ال input تبعها ايش؟
+
+338
+00:24:36,440 --> 00:24:39,780
+minus one minus one فهذه دايما بتكون مضروبة في
+
+339
+00:24:39,780 --> 00:24:43,780
+minus one و theta نفسها بتكون عبارة عن W بتكون
+
+340
+00:24:43,780 --> 00:24:48,020
+عبارة عن W فإذا هيطلع بهذا الشكل المعادل اللي إحنا
+
+341
+00:24:48,020 --> 00:24:52,640
+شايفينها أمامنا summation لل I from one to N N هنا
+
+342
+00:24:52,640 --> 00:25:02,100
+إيش هتمثل عدد ال inputsفإذن هنا X1 X2 to Xn فنتقدر
+
+343
+00:25:02,100 --> 00:25:05,200
+نقول إن هذا هو ال summation تبعنا مضروبة في ال X
+
+344
+00:25:05,200 --> 00:25:11,760
+كل X مضروبة في ال W اللي خاصة بمين بال X مع Y اللي
+
+345
+00:25:11,760 --> 00:25:16,120
+أنا بحسبها لإن هنا ممكن يكون عندي Y1 Y2 Y3 and so
+
+346
+00:25:16,120 --> 00:25:24,370
+on Yj كويس تمام جدا فإذن لكل Yابنضربها في كل ال
+
+347
+00:25:24,370 --> 00:25:28,230
+weights اللي هي مرتبطة فيهم، مع مين؟ مع ال inputs،
+
+348
+00:25:28,230 --> 00:25:32,450
+مع ال inputs، جيد، بنكون هيك عملنا activation ل Y،
+
+349
+00:25:32,450 --> 00:25:39,800
+عشان نلقاه .. الآن نشوف قيم Y مع .. مع Xتمام عملية
+
+350
+00:25:39,800 --> 00:25:43,920
+ال learning اتفقنا سابقا وقولناها يمكن مرارا و
+
+351
+00:25:43,920 --> 00:25:49,000
+تكرارا في ال supervised learning سابقا ان ال W
+
+352
+00:25:49,000 --> 00:25:52,980
+لجديدة لجديدة ايش يعني P plus one يعني ال
+
+353
+00:25:52,980 --> 00:25:58,080
+iteration القادمة هتسوي نفسها ال W القديمة plus
+
+354
+00:25:58,080 --> 00:26:03,920
+delta W القديمة او اللي انحسبت في ال iteration P
+
+355
+00:26:05,330 --> 00:26:09,410
+عشان نجمحهم مع بعض و نجيب ال W الجديد ده اللي هرجع
+
+356
+00:26:09,410 --> 00:26:12,650
+أعمل لهياش كمان مرة activation على نفس ال inputs و
+
+357
+00:26:12,650 --> 00:26:17,910
+أتأكد هل هتثبت ال W بعد هيك و لا لأ هنجي في امتع
+
+358
+00:26:17,910 --> 00:26:19,430
+.. هنجي في امتع لما تثبت ال W
+
+359
+00:26:26,870 --> 00:26:30,110
+صار عندى ال delta w هي نفس المعادلة على فكرة هي
+
+360
+00:26:30,110 --> 00:26:35,010
+نفس المعادلة اللى بشوفها هي نفسها السابقة مع فارق
+
+361
+00:26:35,010 --> 00:26:39,990
+واحد فقط ان احنا lambda هذه هي عبارة عن Alpha على
+
+362
+00:26:39,990 --> 00:26:46,730
+Phi بس لا اكثر ولا اقل Alpha على Phi فحسبها ك
+
+363
+00:26:46,730 --> 00:26:50,670
+lambda بحيث انه دائما تكون خمسة فبيميلوا انه
+
+364
+00:26:50,670 --> 00:26:57,290
+يستخدموها بشكلمتعرف عليه قيمته خمسة قيمة خمسة لأن
+
+365
+00:26:57,290 --> 00:27:02,650
+بعد ما عملنا قيمة خمسة بناخد common عامل مشترك على
+
+366
+00:27:02,650 --> 00:27:07,390
+اعتبار ان انتوا اذا بدنا ناخدها كانت Alpha في X في
+
+367
+00:27:07,390 --> 00:27:13,590
+Y X I في Y J كانت ناقص mean Phi وكنا نضربها في
+
+368
+00:27:13,590 --> 00:27:22,690
+mean Phi في Y J في W I و J هذه كانت قيمة DeltaW I
+
+369
+00:27:22,690 --> 00:27:29,730
+و J لما نقول انه ال Alpha هي عبارة عن Phi في
+
+370
+00:27:29,730 --> 00:27:39,530
+Lambda على Phi Lambda على Phi و ناخد common Phi في
+
+371
+00:27:39,530 --> 00:27:46,330
+Y فخلينا ناخد هنا Phi في Y J ايش بيظل عندى هنا
+
+372
+00:27:46,330 --> 00:27:58,980
+Alpha على Phiفي X I مظبوط ناقص من W خلاص I و J طيب
+
+373
+00:27:58,980 --> 00:28:04,140
+ال term هذا اتفقنا ان هو قيمة Lambda قيمة ال
+
+374
+00:28:04,140 --> 00:28:08,680
+Lambda تمام فما خدناش ولا انخاف منها هي نفس
+
+375
+00:28:08,680 --> 00:28:14,440
+المعادلة هي هي ولكن لإيجاد علاقة بينالـ Alpha و
+
+376
+00:28:14,440 --> 00:28:19,700
+الـ Phi و اللي سمناها Phi الـ forgetting factor
+
+377
+00:28:19,700 --> 00:28:23,900
+فإذن كأنني بجيب معامل التذكر على النسيان معامل
+
+378
+00:28:23,900 --> 00:28:29,300
+التذكر على النسيان طيب ال iteration اللي هو اللفات
+
+379
+00:28:29,300 --> 00:28:31,880
+بتاعتنا في اللفة القادمة هنرجع لمين نعمل
+
+380
+00:28:31,880 --> 00:28:34,780
+activation فال activation كانت رقم اتنين بس ال
+
+381
+00:28:34,780 --> 00:28:40,780
+activation الآن هنعملها عالميا على ال W لجديدة W P
+
+382
+00:28:40,780 --> 00:28:47,740
+plus واحدصارت بي بلس وان بي بلس وان تمام فهذه هي
+
+383
+00:28:47,740 --> 00:28:53,340
+ال iteration هتشوف مثال هتشوف مثال المثال هذا بشكل
+
+384
+00:28:53,340 --> 00:28:59,780
+أساسي هيكون زي ما احنا شايفين عندنا خمسة factors
+
+385
+00:28:59,780 --> 00:29:07,300
+الخمسة factors هدول بدنا
+
+386
+00:29:07,300 --> 00:29:09,520
+انعرف الشبكة عليهم
+
+387
+00:29:20,770 --> 00:29:24,890
+ال fact اللي ال vector الأول من ال five vectors
+
+388
+00:29:24,890 --> 00:29:30,450
+هدول هو x1 فهذا input أول، sample أولى، فيها خمسة
+
+389
+00:29:30,450 --> 00:29:33,950
+vector، خمسة elements في ال vector نفسه، فيه خمسة
+
+390
+00:29:33,950 --> 00:29:36,310
+elements، التانية خمسة elements، تالتة خمسة
+
+391
+00:29:36,310 --> 00:29:39,570
+elements، كله خمسات، فإذا كأنه ال neural network
+
+392
+00:29:39,570 --> 00:29:43,630
+هي عبارة عن خمسة في ال inputما دم انا باعطي ..
+
+393
+00:29:43,630 --> 00:29:48,010
+بنعطي خمسة الهدف منها بتديها تعمل استذكار او
+
+394
+00:29:48,010 --> 00:29:53,070
+matching اتعرف فإذا بدي يكون برضه عنده خمسة في ال
+
+395
+00:29:53,070 --> 00:29:58,450
+output في
+
+396
+00:29:58,450 --> 00:30:04,050
+ال output جيد جدا ممتاز حتى الآن هي ال X وهي ال Y
+
+397
+00:30:04,050 --> 00:30:13,180
+الآن لو مسكناNeuron by Neuron نجد أن الـ Neuron
+
+398
+00:30:13,180 --> 00:30:21,200
+الأول الشكل المدخلات تبعته هي الشكل المدخلاتطيب
+
+399
+00:30:21,200 --> 00:30:24,380
+ليش احنا روحنا ل neuron by neuron؟ لأنه انا قاعد
+
+400
+00:30:24,380 --> 00:30:29,380
+بدي اجسد ال .. ال hippian rule طب hip كان بتكلم عن
+
+401
+00:30:29,380 --> 00:30:33,980
+neuron ماكانش بتكلم عن weights جوا كان بتكلم عن ال
+
+402
+00:30:33,980 --> 00:30:37,620
+neuron نفسها بمعنى انه هل في matching بين two
+
+403
+00:30:37,620 --> 00:30:41,200
+neurons مع بعض عشان اجول علاقة بينهم مش هي كانت
+
+404
+00:30:41,200 --> 00:30:46,230
+الفكرة او مافيش matchingأو ال association معدومة
+
+405
+00:30:46,230 --> 00:30:52,730
+أو قليلة عشان أجلّ ال weight بينهم تمام؟ عشان هيك
+
+406
+00:30:52,730 --> 00:30:56,390
+أنا الآن بدي أحط عيني على مين نيورون by نيورون
+
+407
+00:30:56,390 --> 00:31:01,710
+لنيورون الأول إيش مدخلاته؟ صفر و صفر و صفر و صفر و
+
+408
+00:31:01,710 --> 00:31:08,710
+صفر لكل ال five inputs لكل ال five inputs فإذا
+
+409
+00:31:08,710 --> 00:31:15,890
+المتوقع إيش؟ المتوقع هناهذا التوقع لأنه هو
+
+410
+00:31:15,890 --> 00:31:20,390
+initially إحنا بنعطي ال connection بين كل input و
+
+411
+00:31:20,390 --> 00:31:24,470
+ال output تبعه قيمة عالية و ال other zeros إلى أن
+
+412
+00:31:24,470 --> 00:31:29,690
+يثبت العكس إلى أن يثبت العكس يعني بمبدأيا ال
+
+413
+00:31:29,690 --> 00:31:33,850
+weight بتاعتنا هنا أو مجموعة ال weights matrix
+
+414
+00:31:33,850 --> 00:31:37,970
+بتاعتنا إذا خمسة في خمسة هتكون عبارة عن one one
+
+415
+00:31:37,970 --> 00:31:41,330
+one one one otherwise zeros
+
+416
+00:31:43,670 --> 00:31:49,070
+otherwise هتكون عبارة عن zeros بحيث انه كل input
+
+417
+00:31:49,070 --> 00:31:55,070
+هو قوي لل output تبعه بس هدى by default initially
+
+418
+00:31:55,070 --> 00:32:00,170
+بسمة هل هي الصح؟ لأ مش هي الصح طيب نيجي نتوقع ايش
+
+419
+00:32:00,170 --> 00:32:03,970
+اللى بده يصير فعليا اللى هسير حقيقة انه اذا ال
+
+420
+00:32:03,970 --> 00:32:09,330
+node الأولى zeros معناته هي unactivated معناته هي
+
+421
+00:32:09,330 --> 00:32:15,340
+فعليامش مؤثرة هي دايما صفر هي دايما صفر فمتوقعش
+
+422
+00:32:15,340 --> 00:32:21,040
+انه مجموعة ال ال weights بتاعتها هنا هيكونوا عالين
+
+423
+00:32:21,040 --> 00:32:33,960
+او مؤثرين مش متوقع كتير تمام التانية التانية
+
+424
+00:32:33,960 --> 00:32:43,190
+هتكون عبارة عن إيشصفر واحد صفر صفر واحد تمام
+
+425
+00:32:43,190 --> 00:32:53,970
+التالتة صفر صفر صفر واحد صفر الرابعة صفر صفر واحد
+
+426
+00:32:53,970 --> 00:33:00,530
+صفر صفر الخامسة صفر واحد صفر صفر واحد طب هات
+
+427
+00:33:00,530 --> 00:33:04,350
+نمسكهم ال neurons هدولة مين ممكن يكون مرتبط مع
+
+428
+00:33:04,350 --> 00:33:10,760
+التانيأو مشابه للتاني خمس أصفار، في واحد منهم خمس
+
+429
+00:33:10,760 --> 00:33:17,060
+أصفار؟ أطلاقًا مافيش، طيب هنا واحد صفر واحد صفر
+
+430
+00:33:17,060 --> 00:33:22,860
+صفر واحد هو وخمسة هو وخمسة، هفهم أيش؟ هفهم معناته
+
+431
+00:33:22,860 --> 00:33:27,300
+إنه اتنين النيورون التانية والنيورون الخامسة في
+
+432
+00:33:27,300 --> 00:33:30,980
+association between them مرتبطين ببعض، لما هذه
+
+433
+00:33:30,980 --> 00:33:35,150
+بتزيد هذه بتزيدهذه كل ما بتزيد هذه بتزيد هذه معاها
+
+434
+00:33:35,150 --> 00:33:39,330
+امتى في ال sample رقم اتنين في ال input التاني هذه
+
+435
+00:33:39,330 --> 00:33:44,190
+بتزيد هذه بتزيد برضه في الخامس هذه بتزيد هذه برضه
+
+436
+00:33:44,190 --> 00:33:48,090
+بتزيد ايش هنفهم من هذا الكلام هنفهم من هذا الكلام
+
+437
+00:33:48,090 --> 00:33:55,330
+انه فعليا بين ال neuron التانية و الخامسة في
+
+438
+00:33:55,330 --> 00:34:02,790
+ارتباط في ارتباط بمعنى انه القيمة هناهتكون جوية
+
+439
+00:34:02,790 --> 00:34:11,730
+اتنين مع نفسها و اتنين مع خمسة بحيث انه كل مهادي
+
+440
+00:34:11,730 --> 00:34:15,810
+كانت عالية انا فاهم انه لازم خمسة برضه تكون عالية
+
+441
+00:34:15,810 --> 00:34:19,850
+لان في رتبات بينهم في رتبات بينهم نفس الكلام لمين
+
+442
+00:34:19,850 --> 00:34:25,190
+لخمسة برضه خمسة مع نفسها و خمسة مع اتنين
+
+443
+00:34:28,650 --> 00:34:31,770
+Tamam otherwise لأ مااتوقعش انه هتكون ال
+
+444
+00:34:31,770 --> 00:34:37,410
+connection ذات أهمية أو ذات قيمة عالية مانتوقعش
+
+445
+00:34:37,410 --> 00:34:45,350
+تمام otherwise تلاتة .. تلاتة في الشمال رقم تلاتة
+
+446
+00:34:45,350 --> 00:34:49,210
+neuron التالتة هي مش شبيهة لحده والرابعة مش شبيهة
+
+447
+00:34:49,210 --> 00:34:53,170
+لحده فهم مع نفسهم مع نفسهم بمعنى هي مكتفية بذاتها
+
+448
+00:34:53,170 --> 00:34:57,890
+كل ما بتزيد خلاص بتزيد لحالهاكل ما بتزيد بتزيد
+
+449
+00:34:57,890 --> 00:35:03,530
+لحالها، بعكس واحد اللي هو أصلا بزدش، أساسا بزدش
+
+450
+00:35:03,530 --> 00:35:07,670
+نهائي، ف zeros خلصناه، مافيش إلها معنى أحط هنا
+
+451
+00:35:07,670 --> 00:35:13,770
+connection عالية بين واحد مع واحد هو أصلا zeros،
+
+452
+00:35:13,770 --> 00:35:17,250
+zeros، معناته nothing، خلاص، كويس، نفس الكلام،
+
+453
+00:35:17,250 --> 00:35:21,770
+أربعة مع أربعة، أربعة مع نفسها، في حالة activation
+
+454
+00:35:21,770 --> 00:35:27,510
+واحدة موجودة، and x3لما بتزيد خلاص بتزيد لحالها
+
+455
+00:35:27,510 --> 00:35:31,930
+بتزيد لحالها هذا الكلام كيف هتقدر تشوفوه هتشوفوه
+
+456
+00:35:31,930 --> 00:35:39,450
+الآن هنا واحد مع واحد هنا لأ الواحد اللي اتطلعت له
+
+457
+00:35:39,450 --> 00:35:45,250
+ال neuron الرابع لحالها طلعت مشتركتش مع حدا مافيش
+
+458
+00:35:45,250 --> 00:35:48,990
+أي association بينها وبين اي حد في ال neurons
+
+459
+00:35:48,990 --> 00:35:54,350
+التانية طيب هنا تلاتة هي ال activated فيهملحالها
+
+460
+00:35:54,350 --> 00:35:58,870
+مش مشتركة مع حد طيب اربعة ايه عفوا الخامسة في
+
+461
+00:35:58,870 --> 00:36:04,070
+الحالة الخامسة برضه اتنين مع مع خمسة اتنين مع خمسة
+
+462
+00:36:04,070 --> 00:36:09,070
+معناته في matching في حالتين في matching في حالتين
+
+463
+00:36:09,070 --> 00:36:13,510
+في الحالتين هدولة معناته كل one epochمرحلة كاملة
+
+464
+00:36:13,510 --> 00:36:17,890
+من مجموعة ال input لما بدخل x1 على x2، x3، x4، x5،
+
+465
+00:36:17,890 --> 00:36:21,230
+بسميها one epoch ال one epoch هدولة أكم matchings
+
+466
+00:36:21,230 --> 00:36:28,830
+صار بين 2 و 5 مرتين فيعني توقعا الرقم اللي المفروض
+
+467
+00:36:28,830 --> 00:36:34,210
+لل weight هذي توقعا بيروح لل 2 توقعا، نشوف إيش
+
+468
+00:36:34,210 --> 00:36:41,210
+بيطلع فعليا، تمام بالنسبة لأ، x3 و x4 هي مرة واحدة
+
+469
+00:36:42,050 --> 00:36:46,510
+هي مرة واحدة فقط بيظهروا فيها كويس فهيك الشواهد
+
+470
+00:36:46,510 --> 00:36:50,150
+هيك بتقول الشكل هيكون بهذا الشكل زي ما احنا .. زي
+
+471
+00:36:50,150 --> 00:36:52,350
+ما احنا فعلا توقعناه و رسمناها هنا قدامنا
+
+472
+00:36:52,350 --> 00:37:00,730
+Initially هيكون بالشكل اللي قدامنا الشبكة أو
+
+473
+00:37:00,730 --> 00:37:05,990
+ال neural .. ال neural networks بهذا الشكل حسب ال
+
+474
+00:37:05,990 --> 00:37:12,010
+unsupervised learninginput output فهذه X وهذه Y
+
+475
+00:37:12,010 --> 00:37:17,310
+تمام Initially بنقول انه بين واحد و واحد string
+
+476
+00:37:17,310 --> 00:37:21,490
+عالية بنعطيها قيمة واحد هاي واحد بين واحد و واحد
+
+477
+00:37:21,490 --> 00:37:29,210
+otherwise zerosطيب هيها 0 0 0 0 بين 1 و 2 و 1 3 و
+
+478
+00:37:29,210 --> 00:37:35,550
+1 4 و 1 5 1 2 1 3 1 4 و 1 5 طيب هنا 2 و 2 هيلي 2 و
+
+479
+00:37:35,550 --> 00:37:39,990
+2 3 و 3 4 و 4 5 و 5 Initially بعدين بنبدأ نشتغل
+
+480
+00:37:39,990 --> 00:37:43,110
+على المعدلات اللي أخدناها في ال algorithm نفسه أني
+
+481
+00:37:43,110 --> 00:37:46,790
+أبدأ أعمل activation فبنبدأ نشتغل هنا activation
+
+482
+00:37:46,790 --> 00:37:51,770
+نضرب نضرب ال weight الأولى العالية هذه مع الواحد
+
+483
+00:37:51,770 --> 00:37:57,900
+طبعا هنا لما ندخلسيكوينس ندخل X1 او ال sample
+
+484
+00:37:57,900 --> 00:38:02,860
+يقولها كانت 10001 كويس دخلناها و نعمل activation
+
+485
+00:38:02,860 --> 00:38:05,660
+ضربناها في العالي و هدول ضربناهم في المنخفض قيم
+
+486
+00:38:05,660 --> 00:38:11,420
+منخفضة zeros هيها فضرب عادي جبري مافيش اي مشكلة
+
+487
+00:38:11,420 --> 00:38:15,720
+فيه عشان نحصل على ال output ندخل التاني او التالتة
+
+488
+00:38:15,720 --> 00:38:19,340
+او الرابعة او الخمسة و نبدأ نشتغل على Delta Delta
+
+489
+00:38:19,340 --> 00:38:24,810
+مين؟ Delta W'sDelta W هذه و هذه و هذه و هذه و هذه
+
+490
+00:38:24,810 --> 00:38:29,610
+كل واحدة منهم Delta W حسب قيمة ال I بتاعتها بعد
+
+491
+00:38:29,610 --> 00:38:34,630
+ذلك بعد أكام epoch هنجد أنه بيصير استقرار لقيم ال
+
+492
+00:38:34,630 --> 00:38:38,650
+weights خلاص مابتعدش تتغير كتير مابتعدش تتغير كتير
+
+493
+00:38:38,650 --> 00:38:43,150
+لما نصل لحالة الاستقرار هنجد أنه اللي صار لهم
+
+494
+00:38:43,150 --> 00:38:50,510
+الحقيقة تقوية increasing هم الال weights اللي احنا
+
+495
+00:38:50,510 --> 00:38:53,790
+علمناه منه و اللي كانوا متوقعين الحقيقة .. الحقيقة
+
+496
+00:38:53,790 --> 00:38:56,550
+كانوا متوقعين اللي هم زي ما احنا هنا مشايفينهم
+
+497
+00:38:56,550 --> 00:39:02,370
+اتنين مرتبطة مع اتنين و مرتبطة مع خمسة مع اتنين و
+
+498
+00:39:02,370 --> 00:39:06,790
+مع خمسة .. منطق جدا .. خمسة نفس الكلام اتنين مع
+
+499
+00:39:06,790 --> 00:39:11,540
+خمسةتنين مع خمسة جيد بحيث انه هذي بتزيد هذي بتزيد
+
+500
+00:39:11,540 --> 00:39:14,760
+معها هذي بتزيد هذي بتزيد معها نفس الكلام تلاتة و
+
+501
+00:39:14,760 --> 00:39:17,880
+أربعة لأ هم مش مرتبطين مع حد هو مع حالهم بس بصرا
+
+502
+00:39:17,880 --> 00:39:22,500
+activation معناته مع حالهم كويس فبدأنا بال
+
+503
+00:39:22,500 --> 00:39:28,360
+diagonal ones او ال identity matrix هذه identity
+
+504
+00:39:28,360 --> 00:39:32,540
+matrix وانتهينا نشوف نحلل انتهينا له انتهينا
+
+505
+00:39:32,540 --> 00:39:38,660
+باتنينالواحد أولا zeros اتفقنا لأنه أصلا ماصارلهش
+
+506
+00:39:38,660 --> 00:39:42,980
+أساسا activation طول فترة التعلم طول فترة التعلم
+
+507
+00:39:42,980 --> 00:39:46,140
+ماصارلهش activation فإيش بيصير في العصب هذا
+
+508
+00:39:46,140 --> 00:39:51,340
+بيصيرله biologically دمور بيصيرله دمور خلاص دمور
+
+509
+00:39:51,340 --> 00:39:56,980
+ميت تمام ف zeros اتنين مع اتنين أكام مرة ظهروا
+
+510
+00:39:56,980 --> 00:40:04,120
+متفقين مع بعض مرتين الشيخ ظهر مرتين مع بعضالكويس
+
+511
+00:40:04,120 --> 00:40:09,960
+هيهم زهروا هنا مرة و هنا مرة الاتنين زهرت هنا مرة
+
+512
+00:40:09,960 --> 00:40:15,120
+و هنا مرة ففي كل ابوك هي جاعدة بتزود هنا واحد و
+
+513
+00:40:15,120 --> 00:40:18,660
+بتزود هنا واحد مجموع باتنين فأتوقع أن ال maximum
+
+514
+00:40:18,660 --> 00:40:22,400
+value إلها جاعدة بت limit للاتنين كل ما زودنا بت
+
+515
+00:40:22,400 --> 00:40:26,680
+limit للاتنين نفس الكلام لخمسة حقيقة ل الخمسة تمام
+
+516
+00:40:28,700 --> 00:40:33,040
+فزي ما قلنا هنجي اتنين مع اتنين حوالي الاتنين و
+
+517
+00:40:33,040 --> 00:40:36,120
+الاتنين مع الخمس نفس الكلام بهم زادوا مع بعض كام
+
+518
+00:40:36,120 --> 00:40:41,040
+مرة مرتين كان ماتشنج عمله من الخمس مرات مرتين
+
+519
+00:40:41,040 --> 00:40:45,900
+عملوا ماتشنج مرتين عملوا ماتشنج مع بعض فتوقع برضه
+
+520
+00:40:45,900 --> 00:40:49,920
+توقع انه حسب المعادلات زيادة المعادلة لوين بتهات
+
+521
+00:40:49,920 --> 00:40:54,080
+limit هت limit لاتنين فنفس الكلام برضه من الخمسة و
+
+522
+00:40:54,080 --> 00:40:59,790
+اتنين و الخمسة و خمسة تعالوا نشوف تلاتة مع تلاتةمع
+
+523
+00:40:59,790 --> 00:41:06,510
+نفسها مرة واحدة ظهرت، مش هيك؟ نسبة التلاتة هي ظهرت
+
+524
+00:41:06,510 --> 00:41:09,510
+.. وين التلاتة؟ هي التلاتة، التلاتة مظهرتش اللي هو
+
+525
+00:41:09,510 --> 00:41:13,210
+مرة واحدة فقط، لا أكثر ولا أقل، و مع نفسها،
+
+526
+00:41:13,210 --> 00:41:17,290
+ماشتركتش مع حدا، يعني مش والله الزيادة اللي حصلت
+
+527
+00:41:17,290 --> 00:41:22,010
+عندها تزامنت مع زيادة حصلت مع غيرها، لأ، ماحصلش
+
+528
+00:41:22,010 --> 00:41:27,490
+هذا الكلام، ماحصلش هذا الكلام، تمامفبالضبط هتكون
+
+529
+00:41:27,490 --> 00:41:30,270
+هنا حوالين الواحد وهنا نفس الكلام الأربعة هي نفس
+
+530
+00:41:30,270 --> 00:41:32,950
+الفكرة ترجعوا بتشوفوها هتلاقوها فعلا ظهرت مرة
+
+531
+00:41:32,950 --> 00:41:39,590
+واحدة لا أكثر ولا أقل جيد الآن لو نعطيها input
+
+532
+00:41:39,590 --> 00:41:43,830
+نقول الله بنعمل test ال test هذا لإيش؟ لل term
+
+533
+00:41:43,830 --> 00:41:49,630
+100101 هل هو هذا واحد من ال inputs بتاعنا؟الحقيقة
+
+534
+00:41:49,630 --> 00:41:54,050
+لأ هذا ماكنش من ال inputs اللي اتدربت عليهم 100001
+
+535
+00:41:54,050 --> 00:41:57,210
+يعني 1 تلت أصفر واحد لا هذا ولا هذا ولا هذا ولا
+
+536
+00:41:57,210 --> 00:42:03,750
+هذا كويس فإذن الآن إيش بدها تعمل هتنشوف مبدئيا
+
+537
+00:42:05,930 --> 00:42:10,350
+الواحد اللي في الأول احنا رياضيا ماناش مشكلة ليش؟
+
+538
+00:42:10,350 --> 00:42:13,450
+لأن انت عندك matrix تضرب فيها وخلصنا تضرب فيها
+
+539
+00:42:13,450 --> 00:42:18,610
+وانتهى وخلصت على هيك وفي عندك مجموعة theta ال
+
+540
+00:42:18,610 --> 00:42:21,910
+theta بتكون given عندك فمنتهي الأمور .. منتهي
+
+541
+00:42:21,910 --> 00:42:25,870
+الأمور احنا بدنا نفهمها إيش بده يصير .. نفهمها ..
+
+542
+00:42:25,870 --> 00:42:31,130
+فهم الآن ال node الأولى دخلنا لها واحد بس هي إيش
+
+543
+00:42:31,130 --> 00:42:37,760
+صار لها ضمورأنا عارف إنه في ال training في مرحلة
+
+544
+00:42:37,760 --> 00:42:43,800
+التعلم ال learning في التدريب القيم بتاعتها zeros
+
+545
+00:42:43,800 --> 00:42:50,480
+فلمّا يجيني هنا واحد أكيد بدي أحوله ل zero لإنه
+
+546
+00:42:50,480 --> 00:42:55,340
+هينضرب في weights كلها zeros العصب هذا ضامر فإيش
+
+547
+00:42:55,340 --> 00:43:01,240
+ما تعطي input على الفاضيمش هيعمل أي مشكلة يعني لو
+
+548
+00:43:01,240 --> 00:43:05,200
+لا قدر الله واحد خلينا نقول العين عينه سليمة
+
+549
+00:43:05,200 --> 00:43:08,340
+والشبكية سليمة وكل إش عنده سليم لكن في مشكلة في
+
+550
+00:43:08,340 --> 00:43:13,880
+العصب البصري هو هيشوف ف ال input موجود لكن ماوصلش
+
+551
+00:43:13,880 --> 00:43:19,200
+ماوصلش فالناتج ورا صفر الناتج في الدماغ في مراكز
+
+552
+00:43:19,200 --> 00:43:25,740
+الدماغ Zero تمام كويس التانية صفر خلاص مافيش مشكلة
+
+553
+00:43:25,740 --> 00:43:34,050
+لأ في مشكلة أصبرالتانية مرتبطة مع الخامسة صح صح 2
+
+554
+00:43:34,050 --> 00:43:38,950
+و 5 حسب ال network بتاعتنا هذه تحديدا في مرحلة ال
+
+555
+00:43:38,950 --> 00:43:43,210
+training وجدنا انه 2 و 5 بصيروا in excitation مع
+
+556
+00:43:43,210 --> 00:43:48,630
+بعض بطلعوا مع بعض و بنزلوا مع بعض لكن ان اجد 5 1 و
+
+557
+00:43:48,630 --> 00:43:55,890
+2 0في إيش غلط فهنا كأنها صارت بتلعب دور في بداية
+
+558
+00:43:55,890 --> 00:44:00,130
+الشغل اللي اتكلمناه مع hip بتلعب دور I وهد بتلعب
+
+559
+00:44:00,130 --> 00:44:05,490
+دور J فهد excited فلازم تعمل excitation لل J
+
+560
+00:44:05,490 --> 00:44:09,610
+بمعناه أنه هد هتحولها ل one one ليش لأنه صار لها
+
+561
+00:44:09,610 --> 00:44:14,430
+excitation من الخمسة كلهما بيعمل excitation للتاني
+
+562
+00:44:14,430 --> 00:44:18,310
+كلهما بيعمل excitation للتاني فإنه الرقم اتنين
+
+563
+00:44:18,310 --> 00:44:23,220
+اللي هو كان صفر المتوقعهيروح لوحد إذا فعلا ال
+
+564
+00:44:23,220 --> 00:44:28,040
+training كان صح هنا تمام و طبعا الخمسة أكيد هتظل
+
+565
+00:44:28,040 --> 00:44:31,780
+واحد ما هي بتعمل expectation لنفسها برضه طيب تلاتة
+
+566
+00:44:31,780 --> 00:44:35,080
+و أربعة الحقيقة تلاتة و أربعة مش هيتغير فيهم إشي
+
+567
+00:44:35,080 --> 00:44:39,080
+لإن هم مع نفسهم لكن في النهاية إيجوا zeros zeros
+
+568
+00:44:39,080 --> 00:44:42,700
+فهتطلع zero و zero فالمتوقع أن ال output هيطلع
+
+569
+00:44:43,290 --> 00:44:48,170
+العنصر .. العنصر هي ده بمعنى كأنه عرف ليه او اتعرف
+
+570
+00:44:48,170 --> 00:44:54,090
+على ال input اللي عملنا له test كأنه هو الحالة اني
+
+571
+00:44:54,090 --> 00:45:00,030
+حالة .. الحالة التانية X2 كأنه X2 فهيعمل تعرف ..
+
+572
+00:45:00,030 --> 00:45:05,040
+اتعرف على اللي داخل وصنفه لوحدة منالحالات اللي
+
+573
+00:45:05,040 --> 00:45:08,280
+بتدرب عليها هدول كأنه صاروا يمثلوا ال classes اللي
+
+574
+00:45:08,280 --> 00:45:11,360
+أنا بده أحفظهم .. بده أحفظهم إياه بدهم ي .. بدهوا
+
+575
+00:45:11,360 --> 00:45:16,040
+يحفظهم عشان أي input بده يجيه بده يصنفه ضمن واحد
+
+576
+00:45:16,040 --> 00:45:23,340
+منهم ضمن واحد منهم تمام فهي بشكل أساسي المثال اللي
+
+577
+00:45:23,340 --> 00:45:31,100
+بنقدر نتكلم عنه وبذلك بنكون خلصنا hipطريقة HIP هيك
+
+578
+00:45:31,100 --> 00:45:36,960
+من كون خلصناها عشان ننتقل في ال session القادم
+
+579
+00:45:36,960 --> 00:45:43,000
+لنوع تاني فحتى الآن بنقول انه خلصنا ال HIP أكيد
+
+580
+00:45:43,000 --> 00:45:48,140
+طبعا هيكون في أمثلة عليها و نتحدث بأمثلة عنها إلى
+
+581
+00:45:48,140 --> 00:45:52,360
+هنا بنقولكم سلام عليكم و نلقاكم في المحاضرة
+
+582
+00:45:52,360 --> 00:45:54,460
+القادمة مع ال competitive learning ان شاء الله
+
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/XMPbuU8mSd8_postprocess.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/XMPbuU8mSd8_postprocess.srt
new file mode 100644
index 0000000000000000000000000000000000000000..50d422177f22019e415029d81939c342191638f9
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/XMPbuU8mSd8_postprocess.srt
@@ -0,0 +1,2220 @@
+1
+00:00:04,930 --> 00:00:06,910
+بسم الله الرحمن الرحيم والصلاة والسلام على أشرف
+
+2
+00:00:06,910 --> 00:00:09,350
+الأنبياء وإنرسالين سيدنا محمد وعلى أله وصحبه
+
+3
+00:00:09,350 --> 00:00:13,390
+أجمعين طلابنا الأعزاء نتابع مع ال unsupervised
+
+4
+00:00:13,390 --> 00:00:17,890
+learning والمرة السابقة أكملنا الhibian learning
+
+5
+00:00:17,890 --> 00:00:22,390
+واتحدثنا عن نظرية hip وعملنا لها generalization
+
+6
+00:00:22,390 --> 00:00:25,750
+بمعنى أن أحنا حطيناها ضمن قالب algorithm وحلينا
+
+7
+00:00:25,750 --> 00:00:29,410
+عليها السؤال وشفنا بعض الملاحظات الحقيقة كيف أنا
+
+8
+00:00:29,410 --> 00:00:34,060
+ممكن أعملروابط بين ال neurons وبعضها طبعا اللي
+
+9
+00:00:34,060 --> 00:00:36,100
+بتكون في ال input و ال input هو نفسه ال output
+
+10
+00:00:36,100 --> 00:00:39,400
+المجموعة ال input هذه اللي بدنا نعملها عملية تحفيف
+
+11
+00:00:39,400 --> 00:00:44,620
+او classification الان بدنا ندخل على النوع التاني
+
+12
+00:00:44,620 --> 00:00:46,700
+في ال unsupervised learning و هو ال competitive
+
+13
+00:00:46,700 --> 00:00:52,660
+learning فنبدأ بال competitivelearning في ال
+
+14
+00:00:52,660 --> 00:00:55,540
+competitive learning الحقيقة ال neurons هي المفروض
+
+15
+00:00:55,540 --> 00:00:59,700
+ان هي بتتنافس مع الكل ايه نوع ال neurons؟ ال
+
+16
+00:00:59,700 --> 00:01:02,640
+output الحقيقة هنا احنا بنتكلم عن ال output فال
+
+17
+00:01:02,640 --> 00:01:07,260
+output بتنافس مع الكل و لما بقول output الحقيقة
+
+18
+00:01:07,260 --> 00:01:11,700
+بدنا نوضح شغلة مهمة هالواجهة اللي افترضنا ان فيها
+
+19
+00:01:11,700 --> 00:01:18,290
+فرضا three inputs بهذا الشكلبهذا الشكل في عندي
+
+20
+00:01:18,290 --> 00:01:22,230
+full connection neural network ايش ضال عندي خلاص
+
+21
+00:01:22,230 --> 00:01:30,850
+هنا بالنسبالي هذه output neuron أولى كويس وهذه
+
+22
+00:01:30,850 --> 00:01:37,670
+output neuron تانية رقم اتنينو لما أقول الأولى
+
+23
+00:01:37,670 --> 00:01:42,130
+بتتنافس مع التانية كإني بقول بالظبط إيش كإني بقول
+
+24
+00:01:42,130 --> 00:01:44,750
+أن ال weights بتاعتها بتتنافس مع ال weights بتاعت
+
+25
+00:01:44,750 --> 00:01:50,190
+التانية وهذا هنتكلم عنها الحقيقة لاحقا هذا الموضوع
+
+26
+00:01:51,040 --> 00:01:55,080
+كويس فإذا كأن كل اللي بنعمله أنه هذه بالنسبالنا
+
+27
+00:01:55,080 --> 00:01:58,300
+فيها مجموعة weights كل ما كانت ال weights هذه أعلى
+
+28
+00:01:58,300 --> 00:02:01,400
+أو أقل فاحنا بنعمل منافسة لأنه في النهاية مجموعة
+
+29
+00:02:01,400 --> 00:02:04,600
+ال weights هذه هي اللي هتزود القيمة هنا ومجموعة ال
+
+30
+00:02:04,600 --> 00:02:07,120
+weights هذه عالية أو متخفضة هي اللي هتزود أو يتجلر
+
+31
+00:02:07,120 --> 00:02:10,440
+القيمة هنا فالعملية الحقيقة وجدت منها كلمة
+
+32
+00:02:10,440 --> 00:02:15,100
+competitive تنافسي التعليم التنافسي بالضبط زي لما
+
+33
+00:02:15,100 --> 00:02:19,780
+نقول والله يلا اتعلموا و هنعطي جائزة فقط للأول
+
+34
+00:02:20,360 --> 00:02:26,040
+فبصير فيه منافسة طيب لكن إيش مفهوم كلمة للأول بس؟
+
+35
+00:02:26,040 --> 00:02:30,640
+للأول بس معناه ذلك إنه حتى التاني ملششييعني بمعنى
+
+36
+00:02:30,640 --> 00:02:35,020
+أن المنافسة فقط winner واحد بس فال winner takes
+
+37
+00:02:35,020 --> 00:02:38,540
+all ف ال competition بتاعتنا هنا المنافسة بتاعتنا
+
+38
+00:02:38,540 --> 00:02:43,660
+فقط لمين ل neuron واحدة ل نيرون واحدة هذه اللي
+
+39
+00:02:43,660 --> 00:02:47,340
+هتفوز و بس و إجت منها كلمة competitive learning و
+
+40
+00:02:47,340 --> 00:02:50,840
+اللي هنتكلم عنها لاحقا طيب هذه الحقيقة قدمت في
+
+41
+00:02:50,840 --> 00:02:55,460
+بداية ال 1977 في السبعينات تقريبا و بدأنا نشطل
+
+42
+00:02:55,460 --> 00:03:01,560
+عليها و يمكنCohen كان أول واحد صاغها بشكل
+
+43
+00:03:01,560 --> 00:03:04,560
+algorithm في بداية التمانينات أو في أواخر
+
+44
+00:03:04,560 --> 00:03:06,680
+التمانينات الحقيقة في أواخر التمانينات وكان
+
+45
+00:03:06,680 --> 00:03:11,000
+بيسميها self-organizing feature maps أو عادة كتير
+
+46
+00:03:11,000 --> 00:03:15,300
+بتسمعوها كلمة SOM اللي هي self-organizing map كتير
+
+47
+00:03:15,300 --> 00:03:18,060
+بيستخدموها كلمة SOM وبيشتغلوا عليها والحقيقة اللي
+
+48
+00:03:18,060 --> 00:03:22,100
+لها نتائج كتير ممتازة في بعض المجالات اللي علاقة
+
+49
+00:03:22,100 --> 00:03:27,310
+بال AIو ال expert system ك expert systems okay لان
+
+50
+00:03:27,310 --> 00:03:31,410
+ال self-organizing feature map ايش يعني؟ و من وين
+
+51
+00:03:31,410 --> 00:03:35,790
+اجت؟ احنا لعندي لان لاحظوا ان كل اشي احنا بندرسه
+
+52
+00:03:35,790 --> 00:03:40,740
+في ال neural network فيه مرجعية بيولوجيةفيه له
+
+53
+00:03:40,740 --> 00:03:43,920
+مرجعية من ال anatomy نفسه، من ال physiology نفسه
+
+54
+00:03:43,920 --> 00:03:47,680
+للجسم، من طبيعة تفكيئ الجسم نفسه كيف بيشتغل،
+
+55
+00:03:47,680 --> 00:03:50,400
+وتحديدا يمكن على neural network أو الدماغ، على
+
+56
+00:03:50,400 --> 00:03:54,060
+حركة الدماغ نفسها، فلو جينا اتكلمنا عن برضه ال
+
+57
+00:03:54,060 --> 00:03:58,620
+self organizing map، من وين اجت؟ اجت بشكل أساسي من
+
+58
+00:03:58,620 --> 00:04:04,700
+فكرة ال cerebral .. ال cerebral .. cerebral cortex
+
+59
+00:04:04,700 --> 00:04:11,110
+هذهاللي هي ال cerebral cortex أو القشرة الدماغية
+
+60
+00:04:11,110 --> 00:04:14,950
+.. القشرة الدماغية عاملة بالضبط زي الورقة ومجعدة
+
+61
+00:04:14,950 --> 00:04:19,990
+بحيث انها يعني تطلع بشكل كاراوي و .. أجال طبعا من
+
+62
+00:04:19,990 --> 00:04:23,910
+الشكل العظم .. العظم تحته مباشرة هذه فعليا هي
+
+63
+00:04:23,910 --> 00:04:28,310
+مراكز تخزين أو مراكز إحساس فعليا لأن كلها أعصاب
+
+64
+00:04:28,310 --> 00:04:33,430
+وكل حاسة من حواسنا بيكون لها مركز لل .. لل ..
+
+65
+00:04:33,430 --> 00:04:43,130
+للإحساس فيهاعلى هذه ال cerebral cortex هذه تمام
+
+66
+00:04:43,130 --> 00:04:48,310
+القشرة الدماغية هنجد مثلا ان في مكان معين الإحساس
+
+67
+00:04:48,310 --> 00:04:53,610
+بالبصر مكان آخر إحساس السمع مكان آخر إحساس اللامس
+
+68
+00:04:53,610 --> 00:04:58,350
+مثلا and so on زي ال motion الحركة ال visual ال
+
+69
+00:04:58,350 --> 00:05:01,510
+visual هذه فيه human activities اللي خاصة بال
+
+70
+00:05:01,510 --> 00:05:08,000
+visual في الصوتاللي جام ال audio، ال .. ال
+
+71
+00:05:08,000 --> 00:05:11,080
+somatosensory .. ال somatosensory اللي هي لها
+
+72
+00:05:11,080 --> 00:05:16,260
+علاقة بالحركة، بالحركة فعليا، كل هذه خلينا نسميهم
+
+73
+00:05:16,260 --> 00:05:21,280
+الأدوات الحسية للإنسان، فيها لها مركز للإحساسيعني
+
+74
+00:05:21,280 --> 00:05:24,980
+بمعنى لما نتكلم عن النظر البصر البصر العين نفسها
+
+75
+00:05:24,980 --> 00:05:29,320
+هدا هي ال sensor هدا هي الأداء اللي هتنقل الإشارة
+
+76
+00:05:29,320 --> 00:05:35,180
+من إشارة مرئية أو إشارة ضوئية لإيش لإشارة كهربائية
+
+77
+00:05:35,180 --> 00:05:40,790
+صغيرة جدا بال microVolt في العصب .. في العصب
+
+78
+00:05:40,790 --> 00:05:44,370
+البصري عشان تنتقل وين ما مصدر الإحساس فيها أو
+
+79
+00:05:44,370 --> 00:05:48,990
+القرار تبعها في مركز محدد داخل على القشرة مركز
+
+80
+00:05:48,990 --> 00:05:53,990
+محدد على القشرة الجانبية الدماغية كويس و هذه عبارة
+
+81
+00:05:53,990 --> 00:05:58,190
+عن .. طبعا بتحتوي القشرة نفسها على مليارات لـ
+
+82
+00:05:58,190 --> 00:06:01,830
+neurons و ال connections between them بتصل لمئات
+
+83
+00:06:01,830 --> 00:06:05,750
+المليارات من التواصلات أو ال .. ال synapses
+
+84
+00:06:05,750 --> 00:06:10,000
+between thembetween them منها إجت فكرة الحقيقة ال
+
+85
+00:06:10,000 --> 00:06:14,380
+self-organizing computational map انه في عند هنا
+
+86
+00:06:14,380 --> 00:06:19,740
+ال input ال input هده خلاص هده X واحد X واحد جويس
+
+87
+00:06:19,740 --> 00:06:26,240
+اللي هي خليني نقول العصب البصري هنا
+
+88
+00:06:26,240 --> 00:06:35,480
+في عصب بصري X واحد طيب في العصب السمعياللي بده
+
+89
+00:06:35,480 --> 00:06:39,860
+يوصل إشارة السماعة خانلينا نقول X2 هذه وين هتروح؟
+
+90
+00:06:39,860 --> 00:06:44,080
+هتروح الحقيقة على القشرة القشرة الدماغية اللي
+
+91
+00:06:44,080 --> 00:06:47,960
+موجودة في الدماغ في الدماغ وخلينا نفترض أنها حاجة
+
+92
+00:06:47,960 --> 00:06:52,720
+بهذا الشكل مثلا هذه هيك القشرة جزء من القشرة
+
+93
+00:06:52,720 --> 00:06:57,970
+الدماغية هنجد أن هذه بتروح بتوصل مجموعةالـ neurons
+
+94
+00:06:57,970 --> 00:07:02,910
+هنا فبقول إنه المركز هدد على القشرة الدماغية يمثل
+
+95
+00:07:02,910 --> 00:07:08,730
+مركز الإحساس بالبصر أو المركز البصري السمعة هتكون
+
+96
+00:07:08,730 --> 00:07:14,570
+إلها برضه مكان موجود فهدي توصيلها للجزء هدول بمعنى
+
+97
+00:07:14,570 --> 00:07:18,570
+هتكون بهذا الشكل لمجموعة الخلايا أو مجموعة الأعصاب
+
+98
+00:07:18,570 --> 00:07:21,930
+اللي حوالين بعضها هنا حوالين بعضها عشان توطيني
+
+99
+00:07:21,930 --> 00:07:28,130
+مركزالسمع داخل الدماغ مركز السمع للبصر داخل الدماغ
+
+100
+00:07:28,130 --> 00:07:31,290
+فهذه هتكون بهذا الشكل طبعا ممكن يكون اكتر من
+
+101
+00:07:31,290 --> 00:07:35,150
+feature لل input بحيث انه في النهاية هذه بتجسم على
+
+102
+00:07:35,150 --> 00:07:39,770
+مجموعة بتوصل لمجموعة ال neurons هدول بتوصل لمجموعة
+
+103
+00:07:39,770 --> 00:07:43,550
+neurons فهذه الفكرة الحقيقة اللي برضه طبية
+
+104
+00:07:43,550 --> 00:07:48,130
+استوردناها و جبناها لل mathematics و منها لل
+
+105
+00:07:48,130 --> 00:07:52,660
+engineering عشان نطلعبحاجة اسمها الصوم و اللي
+
+106
+00:07:52,660 --> 00:07:55,780
+هنتكلم عنها لاحقا هي بيبقى شكل أساسي و شكل أوضح
+
+107
+00:07:55,780 --> 00:08:02,240
+هنجدها هنا فهنجد
+
+108
+00:08:02,240 --> 00:08:06,420
+لو قولنا العصب
+
+109
+00:08:06,420 --> 00:08:12,470
+البصري فرضا و العصب السماعي هذا هيؤديبطبعا بيعمل
+
+110
+00:08:12,470 --> 00:08:17,950
+connection مع كل ال neurons على القشرة لكن بعض
+
+111
+00:08:17,950 --> 00:08:21,450
+الأعصاب هذه ممكن أو بعض ال connections ال synapses
+
+112
+00:08:21,450 --> 00:08:25,640
+ممكن تكونصار لها ضمور لأنه مش محتاجينها هو فعليا
+
+113
+00:08:25,640 --> 00:08:29,960
+المركز اللي بتحكم أو بيحس بالبصر مركز في الجبهة
+
+114
+00:08:29,960 --> 00:08:34,680
+غالبا في الجبهة فمعنى ذلك أن العصاب بين العصب
+
+115
+00:08:34,680 --> 00:08:39,620
+البصري و في مؤخرة الرأس هتكون يعني ضامرة مالهاش
+
+116
+00:08:39,620 --> 00:08:44,320
+فائدة هتستخدم فيها في حواس أخرى في حواس أخرى لكن
+
+117
+00:08:44,320 --> 00:08:49,640
+هذه هتكون بتعطي عادة لل center و اللي هو هنا هاي
+
+118
+00:08:49,640 --> 00:08:57,290
+عادة ال centerواللي حواليها بدرجة اقل شوية منها ..
+
+119
+00:08:57,290 --> 00:09:00,490
+بدرجة شوية اقل منها عشان اقول ان هذا هو مركز
+
+120
+00:09:00,490 --> 00:09:05,600
+الاحساس بالبصر على القشرة مثلاهذا طبعا تمثيل الـ
+
+121
+00:09:05,600 --> 00:09:09,680
+2D أو الـ two dimensional representation للفكرة
+
+122
+00:09:09,680 --> 00:09:13,460
+طيب هذا لو صار activation فهيصير activation لهذا
+
+123
+00:09:13,460 --> 00:09:17,800
+الموضوع واحد مسكرا و دانا و بتطلع بس بتفرج بس
+
+124
+00:09:17,800 --> 00:09:21,480
+بتفرج بس فهذه هي اللي هيكون بجهها الإحساس بالرؤية
+
+125
+00:09:21,480 --> 00:09:26,280
+البصر zero طيب لو عكسنا غمطنا عينيه و خلناه يسمع
+
+126
+00:09:27,080 --> 00:09:33,000
+فقط هنلاقي انه بعض ال nodes هصيرها deactivation او
+
+127
+00:09:33,000 --> 00:09:36,100
+لأ مش هصيرها activation وجزء اخر اللي هو المراكز
+
+128
+00:09:36,100 --> 00:09:39,660
+الاحساس بهذا ال input تحديدا هي اللي بتصيرها
+
+129
+00:09:39,660 --> 00:09:42,740
+activation هي اللي هصيرها activation فهنجد انه هذا
+
+130
+00:09:42,740 --> 00:09:47,060
+بهذا الشكل وهي هدولة هي طيب ايش فكرتها في ال
+
+131
+00:09:47,060 --> 00:09:51,280
+competitive الحقيقة اللي احنا شوفنا انه لما بدخل
+
+132
+00:09:51,280 --> 00:09:55,580
+ال input الأول input الأول ال winner بيصير هو ال
+
+133
+00:09:55,580 --> 00:10:01,570
+node هذههي هذه ال node اللي إذا كان والله يكفي
+
+134
+00:10:01,570 --> 00:10:06,810
+نيرون واحدة انها تأدي الغرض في البصر فهي لحالها
+
+135
+00:10:06,810 --> 00:10:12,270
+أما إذا لم تكفي ومحتاجة مساعدات معاها فستعطي ولكن
+
+136
+00:10:12,270 --> 00:10:15,910
+بدرجة أقل اللي حولها ال neighbors تبعونها ال
+
+137
+00:10:15,910 --> 00:10:20,090
+neighbors تبعونها كويسة بالنسبة لل input التاني لو
+
+138
+00:10:20,090 --> 00:10:23,090
+دخلنا ال input التاني ال winner هنا هيكون هي ال
+
+139
+00:10:23,090 --> 00:10:27,810
+nodeالـ Center بتاعت الـ Center الـ Area بتاعتنا
+
+140
+00:10:27,810 --> 00:10:33,670
+واللي برضه ممكن تعطي ولكن بدرجات أقل لاللي حواليها
+
+141
+00:10:33,670 --> 00:10:39,210
+هذا بشكل مبسط طيب زي ما قلنا لعند الآن هذه الفكرة
+
+142
+00:10:39,210 --> 00:10:45,030
+هي الفكرة البيولوجية لكن كوهنان إجا عمل لنا
+
+143
+00:10:45,030 --> 00:10:50,270
+Network خاصة فيه وبدأ يحاول يعمل نفس الكلام بنفس
+
+144
+00:10:50,270 --> 00:10:57,160
+الفكرة بحيث أنهكيف بده يفكر يخلّي ال winner هو
+
+145
+00:10:57,160 --> 00:11:00,940
+اللي يكون ال high أو يعمل activation بشكل عالي
+
+146
+00:11:00,940 --> 00:11:05,460
+وممكن إذا كان بده يزود ال size فبده يكون في عنده
+
+147
+00:11:05,460 --> 00:11:08,800
+large size لل area اللي بدها تتحكم في هذا ال input
+
+148
+00:11:08,800 --> 00:11:11,180
+أو بدها تتفاعل مع حد اللي هو أو بيصير لها
+
+149
+00:11:11,180 --> 00:11:16,540
+activation من هذا ال input بيخلّي ال neighbors أقل
+
+150
+00:11:16,540 --> 00:11:21,130
+قيمةأقل قيمة أنه هناخد برضه ال free shoulder اللي
+
+151
+00:11:21,130 --> 00:11:23,950
+بيستخدمها أو ال equation اللي بيستخدمها لهذا
+
+152
+00:11:23,950 --> 00:11:31,070
+الموضوع طيب كهنان .. كهنان لما إيجى اشتغل اشتغل
+
+153
+00:11:31,070 --> 00:11:35,010
+لنا ال neural network اللي إحنا شايفينها برضه
+
+154
+00:11:35,010 --> 00:11:38,250
+اعتمد على اتنين input تلاتة outputs
+
+155
+00:11:43,580 --> 00:11:47,500
+input أول input تاني هدول بيوزعوا على ال three
+
+156
+00:11:47,500 --> 00:11:50,340
+outputs و هدول بيوزعوا على ال three outputs و في
+
+157
+00:11:50,340 --> 00:11:55,880
+connection between them ليش؟ لأن نفس الفكرة في ال
+
+158
+00:11:55,880 --> 00:12:01,480
+.. في القشرة الدماغية كل عصب موجود مهو متصل باللي
+
+159
+00:12:01,480 --> 00:12:05,400
+حواليه هي مش والله منعزل لحاله لأ هو متصل باللي
+
+160
+00:12:05,400 --> 00:12:09,940
+حواليه فأنا من ال .. for example من العصب البصري
+
+161
+00:12:09,940 --> 00:12:15,140
+اعطيتلكن هم في النهاية متصلين مع بعض عملية الاتصال
+
+162
+00:12:15,140 --> 00:12:19,880
+مع بعضهم هذه هي الحقيقة اللي هتعطي عملية المنافسة
+
+163
+00:12:19,880 --> 00:12:22,300
+هي اللي هتعطي عملية المنافسة لأن كل واحد هيعمل
+
+164
+00:12:22,300 --> 00:12:25,960
+accumulation من التاني كل واحد هيصير يعطي للتاني
+
+165
+00:12:25,960 --> 00:12:31,000
+ونشوف مين اللي بده يفوز فال associativeeffect
+
+166
+00:12:31,000 --> 00:12:35,440
+موجود في association between them بحيث ان نشوف مين
+
+167
+00:12:35,440 --> 00:12:39,800
+اللي هيفوز في النهاية من الكل من الكل ما تكونش
+
+168
+00:12:39,800 --> 00:12:43,440
+موجهة عملية ال competition هذه بمعنى انه اقول
+
+169
+00:12:43,440 --> 00:12:48,400
+والله انا دخلت input و ال input هذا انا موصله بس ب
+
+170
+00:12:48,400 --> 00:12:53,340
+y واحد فقط و y اتنين و y تلاته هدول مش متصلين مع
+
+171
+00:12:53,340 --> 00:12:56,380
+بعض ولا شايفين بعض فانا ممكن اعطي ال W هنا عالية
+
+172
+00:12:56,380 --> 00:13:00,140
+فخلاص سار هذا ال winner انتهىبينتهي خلصت هذا هو ال
+
+173
+00:13:00,140 --> 00:13:03,260
+winner خلاص لكن عملية ال competitive الحقيقة
+
+174
+00:13:03,260 --> 00:13:07,200
+محتاجة يكون في association between them فضروري ال
+
+175
+00:13:07,200 --> 00:13:13,560
+associative process هذه نشتغل عليها تمام الآن ال
+
+176
+00:13:13,560 --> 00:13:16,520
+.. ال .. ال .. ال ..خلّيني أقول الـ connection
+
+177
+00:13:16,520 --> 00:13:19,600
+الجانبية هذه الـ connection الجانبية الحقيقة
+
+178
+00:13:19,600 --> 00:13:23,880
+بتعتمد في فكرتها أن الـ center أو ال winner ممكن
+
+179
+00:13:23,880 --> 00:13:26,260
+أعطيه القيمة الأعلى و اللي ممكن تكون هي الواحد
+
+180
+00:13:26,260 --> 00:13:32,340
+normalised one و اللي حواليها بعطيهم قيم بس أقل
+
+181
+00:13:32,340 --> 00:13:35,260
+شوية هذا إذا أنا محتاج فعلا أعمل هيك إذا احنا
+
+182
+00:13:35,260 --> 00:13:39,760
+محتاجين نعمل هيك وهذا في الغالب بنحتاجها لما بكون
+
+183
+00:13:39,760 --> 00:13:45,830
+بأشتغل على ال 2Dيعني بمعنى أن أنا بجثّت تماما فكرة
+
+184
+00:13:45,830 --> 00:13:51,300
+القشرة الدماغية2D و بدى يكون في عندى هذه ال
+
+185
+00:13:51,300 --> 00:13:55,460
+connections بناء على معادلة و المعادلة هدى هي
+
+186
+00:13:55,460 --> 00:13:59,240
+عبارة عن ال Mexican hat function ال Mexican hat
+
+187
+00:13:59,240 --> 00:14:01,940
+function او اللى هى الطاقية اللى عاملة زى الطاقية
+
+188
+00:14:01,940 --> 00:14:06,180
+المكسيكية و اللى هى شكلها هدى هيك شكل الطاقية
+
+189
+00:14:06,180 --> 00:14:09,760
+الطاقية المكسيكية اللى لو أخدنا الطاقية المكسيكية
+
+190
+00:14:09,760 --> 00:14:12,840
+جسيتها هيك من النص هتجد ان حوافها عاملة بهذا الشكل
+
+191
+00:14:13,520 --> 00:14:18,820
+طالع من النص و بعدين نازلة و بعدين طالعة مجموعة ال
+
+192
+00:14:18,820 --> 00:14:23,960
+edges بتاعتها okay بمعنى انه عند الصفر عند الصفر
+
+193
+00:14:23,960 --> 00:14:27,560
+معناته انا بالظبط عند ال center عند ال center يعني
+
+194
+00:14:27,560 --> 00:14:30,940
+عند ال winner center يعني انا عند ال winner
+
+195
+00:14:30,940 --> 00:14:34,020
+المسافة بيني و بين ال winner zero فبعطي لل winner
+
+196
+00:14:34,020 --> 00:14:37,440
+هذه ال node هذه او لل neuron هذه بعطيها قيمة واحد
+
+197
+00:14:37,440 --> 00:14:45,410
+طيب جدش انا بعيد عنهاجداش بعيد عنها ناخد المثال
+
+198
+00:14:45,410 --> 00:14:48,670
+اللي كنا ماخدينه طوا فيه عندى واحدة هنا و حواليها
+
+199
+00:14:48,670 --> 00:14:54,290
+مجموعة هي 2D مثلا طبعا الكلام ده ممكن 3D و 4D و 5D
+
+200
+00:14:54,290 --> 00:14:59,070
+عادي بيشتغل بكل الطرق بحيث انه باشي بحسب مسافات لو
+
+201
+00:14:59,070 --> 00:15:04,210
+جينا هنا قولنا هذا صفر فإذا هي ال node طيب على
+
+202
+00:15:04,210 --> 00:15:09,940
+مسافة واحدمسافة واحد بمعنى هي مسافة واحد جدش
+
+203
+00:15:09,940 --> 00:15:14,380
+القيمة هتيجي القيمة هنا جدش قيمتها هنا نفترض او
+
+204
+00:15:14,380 --> 00:15:17,900
+point مش عارف هنا هنعطيها واحد هذه مثلا او point
+
+205
+00:15:17,900 --> 00:15:21,860
+four five for example لإن هي أقل شوية من النص هذه
+
+206
+00:15:21,860 --> 00:15:25,960
+واحد معناته او point four five او point four five
+
+207
+00:15:25,960 --> 00:15:30,800
+كلهم نفس المسافة تبعد عن ال winner او point four
+
+208
+00:15:30,800 --> 00:15:35,600
+five كويس المسافة هذهإذا هذه المسافة واحد فهذه
+
+209
+00:15:35,600 --> 00:15:42,340
+المسافة 1.4 شكل في ثغورث المثلث القائم الزاوية هذا
+
+210
+00:15:42,340 --> 00:15:47,860
+واحد وهذه واحد فجدش ال water 1.4 1.4 معنا ذلك إن
+
+211
+00:15:47,860 --> 00:15:50,280
+هنا الانتنين هنا الواحد ونص بتيجي تقريبا هنا
+
+212
+00:15:50,280 --> 00:15:54,840
+فهيكون قيمة أقل شوية خلينا نقول نص يعني حوالي ربع
+
+213
+00:15:54,840 --> 00:16:02,140
+فهذه القيمة 0.25 0.25 تقريبا طبعا الأرقام لتوضيح
+
+214
+00:16:02,140 --> 00:16:08,510
+فقط المعنىتمام فهي بشكل أساسي كيف استخدمنا ال ..
+
+215
+00:16:08,510 --> 00:16:12,610
+ال Mexican .. ال Mexican hat function بهذا الشكل
+
+216
+00:16:12,610 --> 00:16:16,490
+اللي بنشتغلها كل واحدة من ال neurons جداش بعيدة
+
+217
+00:16:17,520 --> 00:16:24,460
+Topology 2D بمعنى أنه الترتيب الهندسي تبعها نفترض
+
+218
+00:16:24,460 --> 00:16:27,420
+بهذا الشكل طبعا إذا كان لها ترتيب آخر لأ بتصير
+
+219
+00:16:27,420 --> 00:16:30,920
+برضه المسافات بتتقاسب تتنارب بالظبط كده المسافات
+
+220
+00:16:30,920 --> 00:16:33,620
+بناء على ال function بناء على ال function اللي
+
+221
+00:16:33,620 --> 00:16:39,760
+إحنا شايفينها تمام؟ الآن كيف بقى أبدأ أشتغل عملية
+
+222
+00:16:39,760 --> 00:16:43,850
+فكرة ال competitive learning؟الـ Rule اللي بدي
+
+223
+00:16:43,850 --> 00:16:48,210
+استخدمها عشان أعرف التعلم هذا التعلم هذا عشان
+
+224
+00:16:48,210 --> 00:16:52,650
+أعرفه معناه ذلك إن أنا بدي أحسب Delta W قولنا تعلم
+
+225
+00:16:52,650 --> 00:16:58,010
+يعني معناته W أفضل قيمة لـ W بدي أعمل optimization
+
+226
+00:16:58,010 --> 00:17:02,390
+ل W optimal value ل W هي هذا التعلم لا أكثر ولا
+
+227
+00:17:02,390 --> 00:17:09,710
+أقل جبت W علمت ماجبناش W ماتعلمناش تمام فإذن
+
+228
+00:17:10,610 --> 00:17:16,010
+Initially بحط قيم عشوائية ل W Randomly الآن مين
+
+229
+00:17:16,010 --> 00:17:21,910
+اللي هيحدد ليه كيف أروح لل optimal W هي ال delta W
+
+230
+00:17:21,910 --> 00:17:25,910
+اللي بدها تطلع من ال algorithm تبعنا الآن من طريقة
+
+231
+00:17:25,910 --> 00:17:31,350
+التفكير على أساس إن هي فعلا اتعدل W في اتجاه ال
+
+232
+00:17:31,350 --> 00:17:35,050
+optimal value في اتجاه optimal value فdelta W هقول
+
+233
+00:17:35,050 --> 00:17:39,020
+إن هي بتساويطبعا إذا كانت ال neuron هي ال winner
+
+234
+00:17:39,020 --> 00:17:45,120
+ال neuron هي ال winner معناه ذلك أنه في ال delta W
+
+235
+00:17:45,120 --> 00:17:52,020
+اللي لسه ما حسبتهاش بتعتمد على الفرق الفرق بين ال
+
+236
+00:17:52,020 --> 00:17:57,600
+Xات ال input و ال W اللي موجودة أصلا ال W موجودة
+
+237
+00:17:57,600 --> 00:18:02,170
+أصلا ليش؟لأنه يمكن كلمة قلتها في بداية المحاضرة
+
+238
+00:18:02,170 --> 00:18:06,270
+قلنا أنه لما بدي أقول competitive ل ال output هو
+
+239
+00:18:06,270 --> 00:18:09,290
+ال output عبارة عن إيش؟ ال output الحقيقة هو عبارة
+
+240
+00:18:09,290 --> 00:18:15,770
+عن ال W's تبعته هي عبارة عن ال W's تبعته فلما يكون
+
+241
+00:18:15,770 --> 00:18:20,490
+عندي اتنين في ال input هنا
+
+242
+00:18:21,820 --> 00:18:25,260
+وهي كمان نفترض كمان output تاني وكمان output تالت
+
+243
+00:18:25,260 --> 00:18:30,440
+فهذا فعليا كان neuron output ال neuron رقم واحد
+
+244
+00:18:30,440 --> 00:18:36,760
+كيف بدى اعرفها باعرفها من خلال ال W11 و W21 هدول
+
+245
+00:18:36,760 --> 00:18:44,340
+القيمهم اللي يمثلوا بالنسبالي ال W ال node بتاعتهم
+
+246
+00:18:44,340 --> 00:18:48,300
+ال node الخاصة فيهم أو ال output الخاص فيهم تمام
+
+247
+00:18:48,300 --> 00:18:52,120
+فإذا كل اللي أنا محتاجه أحسب فقط ال difference
+
+248
+00:18:52,120 --> 00:18:55,800
+between wij
+
+249
+00:18:55,800 --> 00:19:04,990
+و xi هذا هيأثر على مين؟ على ال node jفكأنه الـ J
+
+250
+00:19:04,990 --> 00:19:07,830
+هي اللي بدنا نقول هل هي winner ولا مش winner فهي
+
+251
+00:19:07,830 --> 00:19:13,370
+الـ Neuron J Neuron J wins the competition فإذا
+
+252
+00:19:13,370 --> 00:19:16,790
+فازت في ال competition بنطبق المعادلة هذه المعادلة
+
+253
+00:19:16,790 --> 00:19:24,390
+هذه بتقول ليه أنه قداش أنت ال input جريب منك مدام
+
+254
+00:19:24,390 --> 00:19:30,690
+جريب مني فإذا هذه هي ال W اللي بتتعدل مثال
+
+255
+00:19:32,170 --> 00:19:39,730
+ناخد مثال واقع شوية لو
+
+256
+00:19:39,730 --> 00:19:48,190
+افترضنا انه عندي مجموعة بيانات بهذا الشكل هدولة
+
+257
+00:19:48,190 --> 00:19:53,570
+نفترض ال class أول و هدولة كمان ال class تاني
+
+258
+00:20:02,580 --> 00:20:05,580
+طبعا أنا مش عارف جدش عدده من ال class فعليا لكن
+
+259
+00:20:05,580 --> 00:20:14,560
+هيها مجموعة بيانات مجسمة بهذا الشكل كويس
+
+260
+00:20:14,560 --> 00:20:19,080
+تمام .. تمام و خلّينا شغالين بالضبط على نفس ال
+
+261
+00:20:19,080 --> 00:20:22,940
+neural network اللي كنا رسمينها تلاتة و اتنين بهذا
+
+262
+00:20:22,940 --> 00:20:30,420
+الشكل2 input 3 output 2 input 3 output ال 2 input
+
+263
+00:20:30,420 --> 00:20:40,040
+هدولة يمثل x1 و x2 هي x2 و x1 كأنه إحداثيات النقطة
+
+264
+00:20:40,040 --> 00:20:49,180
+هذه تمثل x1 1 و x2 1 للنقطة الأولى ف x1 و x2 هدولة
+
+265
+00:20:49,180 --> 00:20:55,330
+بندخلهم هنا و الأن بدي أحسبهم ال outputبنحسب قيم
+
+266
+00:20:55,330 --> 00:20:57,990
+output بس كيف بدي أشتغل على هذا الكلام و أحسب قيم
+
+267
+00:20:57,990 --> 00:21:01,030
+output المعادلة مش فيها output المعادلة فعليا مش
+
+268
+00:21:01,030 --> 00:21:06,350
+output فالمعادلة فعليا عشان أقول أنا بدي أجسم ال
+
+269
+00:21:06,350 --> 00:21:12,290
+space هذا لأكم output معناته كأنه بدي أقول اعطيني
+
+270
+00:21:12,290 --> 00:21:18,510
+نفترض تلاتة تلاتة معناته اعطيني تلاتة weights بس
+
+271
+00:21:18,510 --> 00:21:21,870
+من التلاتة ال weights هدولة هي ال weight الأولى
+
+272
+00:21:25,050 --> 00:21:36,590
+W11 W21 في هذه نقطة تمثل بالنسبالي كنقطة W12 لمين؟
+
+273
+00:21:36,590 --> 00:21:44,310
+للنيورون الأولى طب نفس الكلام هنا W12 W22 طب
+
+274
+00:21:44,310 --> 00:21:53,340
+ماهدياش؟ W12 برضه بس لمين لنيورون رقم 2؟هنا w13
+
+275
+00:21:53,340 --> 00:22:03,940
+وw23 برضه نفس الكلام w1 وw2 لمن؟ لل weight رقم او
+
+276
+00:22:03,940 --> 00:22:09,380
+لل output رقم 3 يعني ال output نقدر نمثله
+
+277
+00:22:09,380 --> 00:22:13,200
+بإحداثيات ال weights تبعته بإحداثيات ال weights
+
+278
+00:22:13,200 --> 00:22:19,880
+فلو قلنا جدلا هي أولى هي تانية
+
+279
+00:22:23,480 --> 00:22:28,120
+هي التالتة عشوائيا بهذا
+
+280
+00:22:28,120 --> 00:22:31,860
+الشكل بشكل عشوائي ما احنا قلنا بداية بتكون بشكل
+
+281
+00:22:31,860 --> 00:22:37,160
+عشوائي هيها هي التلاتة الـ Whistle في الأول و بدنا
+
+282
+00:22:37,160 --> 00:22:41,040
+نبدأ نعمل activation معناته بده ندخل input بدنا
+
+283
+00:22:41,040 --> 00:22:45,540
+ندخل ال input هاي ال input اعطيه input يلّا هاته
+
+284
+00:22:45,540 --> 00:22:48,960
+اعطيه input اي واحد بدنا input اي واحد خليني اخد
+
+285
+00:22:48,960 --> 00:22:51,920
+مثلا أميل الأحمر أوضح على الصبورة خليني اقول
+
+286
+00:22:51,920 --> 00:22:52,540
+النقطة هذه
+
+287
+00:22:56,210 --> 00:23:01,230
+تمام النقطة هذه بدنا نجيس الآن مين مسافات هيها X
+
+288
+00:23:01,230 --> 00:23:05,210
+جديش بتبعد عن ال W X جديش بتبعد عن ال W فبدي أحسب
+
+289
+00:23:05,210 --> 00:23:15,870
+X I جديش بتبعد عن Wi كويس لمين لل node J كأنها لل
+
+290
+00:23:15,870 --> 00:23:18,610
+node J طبعا بالنسبة لل X I مش هتفرج معاها ال node
+
+291
+00:23:18,610 --> 00:23:21,110
+J واحد ولا اتنين ولا تلاتة مين اللي بيفرج معاه ال
+
+292
+00:23:21,110 --> 00:23:25,370
+W ال W لأنه الآن بدي أحسب بالنسبة لل node الأولى
+
+293
+00:23:25,370 --> 00:23:31,810
+هناجدّاش المسافة طيب هنا جدّاش المسافة هنا جدّاش
+
+294
+00:23:31,810 --> 00:23:37,830
+المسافة ما هي الفروقات هيها فرق هي في النهاية فرق
+
+295
+00:23:37,830 --> 00:23:40,590
+صحيح مش هي هذه المعادلة اللي هنستخدمها في النهاية
+
+296
+00:23:40,590 --> 00:23:46,910
+بشكل نهائي لكن احنا بدنا نوضح فكرة ايش ال output
+
+297
+00:23:46,910 --> 00:23:51,250
+يمثل يمثل بإحداث بإحداثيات ال weights تبعته كويس
+
+298
+00:23:51,250 --> 00:23:56,950
+الآن مين الأقرب الأقرب هيالنقطة هذه أو الـ W هذه
+
+299
+00:23:56,950 --> 00:24:02,430
+أو ال node هذه ك output ال node هذه ك output فكل
+
+300
+00:24:02,430 --> 00:24:06,690
+اللي حيصير إنه هذه ال node اللي هي ال weight بدي
+
+301
+00:24:06,690 --> 00:24:13,170
+أقربها لمين؟ للنقطة النقطة بتتغيرش احنا أعطينا
+
+302
+00:24:13,170 --> 00:24:16,690
+نقطة و أنا متأكد إنها صحيحة ك input بس أنا مش عارف
+
+303
+00:24:16,690 --> 00:24:19,370
+إيش ال output تبعها بس هي ك input هي observation
+
+304
+00:24:19,370 --> 00:24:22,710
+صحيحة فبروح بجرب ال weight اللي ال weight هذه إلها
+
+305
+00:24:23,480 --> 00:24:28,200
+بنجرب هيها فبتيجي هدا بتجرب هنا شوية بنكون هيك
+
+306
+00:24:28,200 --> 00:24:33,620
+عملنا إيش تعديل على ال weights فاحنا هيك عدلنا ال
+
+307
+00:24:33,620 --> 00:24:37,860
+weight بس هناخد بالنا أنه مش كل ال weights اتعدلت
+
+308
+00:24:37,860 --> 00:24:42,420
+هذه البعيدة وهذه اللي أبعد بجربش عليهم ماليش علاقة
+
+309
+00:24:42,420 --> 00:24:47,120
+فيهم لكن عدلت الأقرب بقى ليش؟ لأن هي اللي بقدر
+
+310
+00:24:47,120 --> 00:24:52,240
+أسميها winner فهو نفس الكلام إذا ال J هي ال winner
+
+311
+00:24:53,470 --> 00:24:59,770
+فهي اللي بتطبق عليها عملية Delta W Delta W بجيب
+
+312
+00:24:59,770 --> 00:25:03,790
+الفرق بينهم جدش الفرق بينهم هنا و هنتكلم في عملية
+
+313
+00:25:03,790 --> 00:25:06,350
+الفرق اللي بنحسبها بس في النهاية بجيب الفرق بينهم
+
+314
+00:25:06,350 --> 00:25:09,250
+هي و احنا فعلا هنا كنا جايبين فرق لأننا كنا بنحسب
+
+315
+00:25:09,250 --> 00:25:14,190
+مسافات الفرق بينهم بضربه في مين في Alpha نضربه في
+
+316
+00:25:14,190 --> 00:25:16,790
+قيمة Alpha ال learning rate هو نفسه ال learning
+
+317
+00:25:16,790 --> 00:25:21,580
+rate لا راح ولا اجه هو هو كما هو كويسةفال learning
+
+318
+00:25:21,580 --> 00:25:25,500
+rate اللي بنضربه فيها عشان نجيب Delta W اللي فقط
+
+319
+00:25:25,500 --> 00:25:29,980
+من حق ال winner طيب أما إذا كانت ال J loses the
+
+320
+00:25:29,980 --> 00:25:34,700
+competition صفر إيش يعني صفر؟ يعني Delta W Zero
+
+321
+00:25:34,700 --> 00:25:39,100
+ومدام Delta W Zero معناته ال W مش هتتغير ففعلا هذه
+
+322
+00:25:39,100 --> 00:25:45,050
+مش هتتغير و هذه مش هتتغيرخلاص واحدة فقط اللي حد
+
+323
+00:25:45,050 --> 00:25:49,310
+تتغير هي الفكرة بشكل .. بشكل أساسي تمام هي عملية
+
+324
+00:25:49,310 --> 00:25:52,570
+ال .. ال Euclidean distance ف Euclidean distance
+
+325
+00:25:52,570 --> 00:25:55,270
+هنحسبها بهذا الشكل ك vectors لإن احنا في النهاية
+
+326
+00:25:55,270 --> 00:25:59,810
+بنتعامل مع .. مع vectors فلما يكون عندكم يعني
+
+327
+00:25:59,810 --> 00:26:03,530
+بمعنى بنحسب حاجة اسمها norm ال norm هذا كل اللي
+
+328
+00:26:03,530 --> 00:26:11,390
+بعمله إذا كانت هنا النقطة هذه X1 X2 وال weight هذه
+
+329
+00:26:12,560 --> 00:26:20,060
+W1 وW2 كنقاط فلما بدّي أحسب أهجي أحسب الفرق بينهم
+
+330
+00:26:20,060 --> 00:26:29,480
+هتكون عبارة عن X1-W1 كله تربيع plus X2-W2 كله
+
+331
+00:26:29,480 --> 00:26:36,100
+تربيع وكله تحت الجذر فهذه النورمnorm operation
+
+332
+00:26:36,100 --> 00:26:40,560
+فبنعملها بهذا الشكل إذا والله عندي أكتر من X1 و X2
+
+333
+00:26:40,560 --> 00:26:44,140
+في X3 أو X4 أو X5 أو X6 أو X7 كلهم بنرجع بنعملهم
+
+334
+00:26:44,140 --> 00:26:51,620
+نفس الكلام X1-W1 X2-W2 X3-W3 X4-W4 dimensionality
+
+335
+00:26:51,620 --> 00:26:54,980
+هي اللي بتتحكم فينا لا أكتر ولا أقل وفي الآخر كله
+
+336
+00:26:54,980 --> 00:27:00,720
+تتبار نص يعني كله تحت الجذر زي ما قلنا في معادلتنا
+
+337
+00:27:00,720 --> 00:27:10,160
+زي ما المعادلة واضحة أنهاتمام الان عشان اعرف ال
+
+338
+00:27:10,160 --> 00:27:14,720
+identification لل winner بدنا نعرف مين الأقل مسافة
+
+339
+00:27:14,720 --> 00:27:19,300
+مين الأقل مسافة فكل اللي هيحصل كالتالي انه هنقول
+
+340
+00:27:19,300 --> 00:27:26,160
+مين ال j و ال j هنا ظهرت معانا قبل شوية و عرفناها
+
+341
+00:27:26,160 --> 00:27:30,140
+ان ال j ده هي ال neuron رقم ال neuron اللي بعتبرها
+
+342
+00:27:30,140 --> 00:27:36,730
+winner رقم ال neuron ال winner لمين لل input xفإذن
+
+343
+00:27:36,730 --> 00:27:40,230
+هي مش دايما هتظل winner طول عمرها حسب ال input
+
+344
+00:27:40,230 --> 00:27:43,950
+ممكن تتغير ال winners ممكن تتغير ال winners و ال
+
+345
+00:27:43,950 --> 00:27:46,770
+winner إيش الميزة اللي إله؟ الميزة الوحيدة اللي
+
+346
+00:27:46,770 --> 00:27:51,390
+هتكون إله أن أنت اللي غير ال weight تبعك عدل اعمل
+
+347
+00:27:51,390 --> 00:27:57,290
+updating لل weight هذه مكافأة ال winner أنه عدل
+
+348
+00:27:57,290 --> 00:28:02,580
+حالك الباجين بتعدلوش تمامفهنا بنعرفه على أساس ان
+
+349
+00:28:02,580 --> 00:28:09,520
+هي هي حسبنا ال norm لاحظ ال norm ل X ناقص W J وهدي
+
+350
+00:28:09,520 --> 00:28:13,060
+J واحد اتنين تلاتة to M M الشم هدولة عدد ال
+
+351
+00:28:13,060 --> 00:28:19,100
+outputs هنا تلاتة هنا تلاتة فكأني بقول J هي عبارة
+
+352
+00:28:19,100 --> 00:28:23,660
+عن واحد اتنين او تلاتة في المثال تبعنا فبحسب X ال
+
+353
+00:28:23,660 --> 00:28:30,720
+input المحدد بنطرحه بنطرح منه W واحدبنخزنها على
+
+354
+00:28:30,720 --> 00:28:34,700
+جنب و بنطرح منه w2 على جنب و w3 على جنب وباجي
+
+355
+00:28:34,700 --> 00:28:37,700
+بقارنهم عشان .. طبعا بعد ال norm .. بقارنهم عشان
+
+356
+00:28:37,700 --> 00:28:42,760
+أخد ال minimum فال minimum لصالح ال j فبتصير ال j
+
+357
+00:28:42,760 --> 00:28:46,270
+ده هي ال winnerفإذا الـ Minimum ممكن يكون رقم
+
+358
+00:28:46,270 --> 00:28:49,950
+اتنين فإذا الاتنين هي ال winner الاتنين هي ال
+
+359
+00:28:49,950 --> 00:28:53,930
+winner اللي بيحقلها تعدل أوزانها اللي بيحقلها تعدل
+
+360
+00:28:53,930 --> 00:28:59,750
+الوزن تبعها هتناخد مثال يعني مثالي اتوقع الفكرة
+
+361
+00:28:59,750 --> 00:29:04,110
+واضحة متحت المثال بتوجه الوضوح إن شاء الله لو
+
+362
+00:29:04,110 --> 00:29:09,030
+افترضنا إنه عندي ال input هي 0.52 اللي هو ال X ال
+
+363
+00:29:09,030 --> 00:29:15,140
+input تبعنا و الحدث التاني له 0.12الـ weights
+
+364
+00:29:15,140 --> 00:29:28,720
+تبعونه 27% و 81% و W2 42.7% و W3.43.21% الحقيقة من
+
+365
+00:29:28,720 --> 00:29:32,970
+الشكل هذا بقدر أرسم ال inputأو ال network تبرجي لل
+
+366
+00:29:32,970 --> 00:29:38,490
+network وبسيطة جدا ليش بسيطة جدا لأن ال input فيه
+
+367
+00:29:38,490 --> 00:29:42,910
+احداثين يعني معناه ذلك ان ال input سبعتنا اتنين
+
+368
+00:29:42,910 --> 00:29:53,850
+هاي واحد و هاي اتنين هاي
+
+369
+00:29:53,850 --> 00:29:58,280
+واحد و هاي اتنين هاي X واحد و X اتنينهذه جيبناها
+
+370
+00:29:58,280 --> 00:30:02,000
+عرفناها مباشرة من قيمة X واحد قيمتين هي اتنين طيب
+
+371
+00:30:02,000 --> 00:30:05,500
+ال output اه ال W's عندي W واحد و W اتنين و W
+
+372
+00:30:05,500 --> 00:30:09,760
+تلاتة معناته في عندي output تلاتة واحد اتنين تلاتة
+
+373
+00:30:09,760 --> 00:30:16,280
+خلاص هاي ال network تبعتك خلصناها طيب القيم تتوزع
+
+374
+00:30:16,280 --> 00:30:18,460
+عليها اه بنقدر نوزع عليها هنقول انه في الحالة اللي
+
+375
+00:30:18,460 --> 00:30:22,540
+بدي اجربها الآن ال input الأول 0.52 ال input
+
+376
+00:30:22,540 --> 00:30:40,980
+التاني 0.12 هنا ال weights.27.81.0.42.0.7.0.43.0
+
+377
+00:30:40,980 --> 00:30:49,220
+.21 تمام خلصنا الآن نبدأ نشتغل و نعرف أو نعمل
+
+378
+00:30:49,220 --> 00:30:54,040
+updating للحالة اللي عندنا نحسب ال distancesبس لا
+
+379
+00:30:54,040 --> 00:30:59,280
+أكثر ولا أقل عندك هي قيمة ال input X هذه بنطرح
+
+380
+00:30:59,280 --> 00:31:04,860
+منها W1 و بنحسب norm و بنطرح منها W2 و بنحسب منها
+
+381
+00:31:04,860 --> 00:31:09,940
+W3 لا أكثر ولا أقل بس هاي المعادلات بتاعتنا W1 W2
+
+382
+00:31:09,940 --> 00:31:21,560
+و W3 هاي D1 هي O point 52 ناقص 27
+
+383
+00:31:22,690 --> 00:31:28,570
+كله تربيع plus ال input التاني فاصل اتناش ناجس
+
+384
+00:31:28,570 --> 00:31:32,910
+جداش فاصل تمانية واحد فاصل تمانية واحد تربيع كله
+
+385
+00:31:32,910 --> 00:31:36,430
+تحت جذر فطلع عندي تلاتة و سبعين في المية بنحسب نفس
+
+386
+00:31:36,430 --> 00:31:39,910
+الكلام لمين لل weight التانية نفس ال input هو هو
+
+387
+00:31:39,910 --> 00:31:42,750
+هطرح منه ال ال ال ال ال ال ال ال ال ال ال ال ال ال
+
+388
+00:31:42,750 --> 00:31:43,730
+ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال
+
+389
+00:31:43,730 --> 00:31:47,370
+ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال
+
+390
+00:31:47,370 --> 00:31:48,110
+ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال
+
+391
+00:31:48,110 --> 00:31:49,630
+ال ال ال ال ال ال ال ال ال ال البرضه نفس ال input
+
+392
+00:31:49,630 --> 00:31:53,290
+مع ال weight رقم تلاتة عشان يطلع عندى فاصلة تلاتة
+
+393
+00:31:53,290 --> 00:31:58,150
+واحد الان من ال winner ال minimumأنا عندي تلات قيم
+
+394
+00:31:58,150 --> 00:32:04,830
+هي ال .. ال .. المسافات مسافة ال input بالنسبة ل
+
+395
+00:32:04,830 --> 00:32:08,390
+W1 مسافة ال input بالنسبة ل W2 مسافة ال input
+
+396
+00:32:08,390 --> 00:32:13,350
+بالنسبة ل W3 مين اللي يحققله ال updating أو
+
+397
+00:32:13,350 --> 00:32:17,590
+التعديل هو الأقرب لل input الأقرب لل input مين؟ دي
+
+398
+00:32:17,590 --> 00:32:23,230
+تلاتة خلاص مدام دي تلاتة هات قيمة الطرح بينهم قيمة
+
+399
+00:32:23,230 --> 00:32:30,630
+الطرح بينهم عنديالـ 0.27 هدي بتتعدل وعند ال 0.81
+
+400
+00:32:30,630 --> 00:32:38,390
+بتتعدل ممتاز مافيش أسهل من هيك فباجي بامسك ال 0.27
+
+401
+00:32:38,390 --> 00:32:44,470
+هدي 0.27 أو بلاش ال 0.27 مباشرة خليني أعملها على
+
+402
+00:32:44,470 --> 00:32:51,350
+الخطوطين عشان ما تتخربطوش ال 0.52 ال input ناقص ال
+
+403
+00:32:51,350 --> 00:32:53,390
+weight نفسها ناقص
+
+404
+00:32:56,010 --> 00:32:59,050
+اه احنا بنعدلش رقم واحد احنا بنعدل ال winner ال
+
+405
+00:32:59,050 --> 00:33:03,810
+winner اللي هو مين تلاتة فبنطرح O point أربعة
+
+406
+00:33:03,810 --> 00:33:09,190
+تلاتة عشان نضربها بعدين في Alpha Alpha جدش
+
+407
+00:33:09,190 --> 00:33:12,150
+ماخدينها عادة O point one في الغالب O point one
+
+408
+00:33:12,150 --> 00:33:18,770
+مصبوط O point one هذا بيساوي Delta W مين Delta W
+
+409
+00:33:18,770 --> 00:33:22,170
+اللي هي تاعة الأربعة تلاتة فاصلة أربعة تلاتة هذه
+
+410
+00:33:22,170 --> 00:33:29,970
+إيش اسمها واحد تلاتة1 3 و بنطلع قيمة طيب .. طيب
+
+411
+00:33:29,970 --> 00:33:35,370
+Delta W 2 3 هتسوى برضه الـ O point 1 اللي هي Alpha
+
+412
+00:33:35,370 --> 00:33:45,850
+مضروبة في مين؟ O point 1 2 minus 2 1 برضه
+
+413
+00:33:45,850 --> 00:33:54,210
+عشان نطلع قيمة جهدش طلع القيام0.01 و 0.01 هذا
+
+414
+00:33:54,210 --> 00:33:59,470
+القيمة هذه الـ 0.01 المفروض أنها تروح تنجمع مع مين
+
+415
+00:33:59,470 --> 00:34:04,370
+كـ Delta لأن في نهاية Delta هتنجمع مع الـ W نفسها
+
+416
+00:34:04,370 --> 00:34:13,200
+فالـ W نفسها كانت 43 من 100 زائد 1 من 100والاحداث
+
+417
+00:34:13,200 --> 00:34:19,260
+التاني 21 من 100 زائد 1 من 100 عشان يحصل .. نحصل
+
+418
+00:34:19,260 --> 00:34:23,160
+طبعا التاني هنا هتكون بالسالب ال term الأول ناجس
+
+419
+00:34:23,160 --> 00:34:28,160
+عن التاني بالسالب عشان يطلع عندي weight جديد لمين؟
+
+420
+00:34:28,160 --> 00:34:33,640
+ل W3 بس طب إيش حكاية W1 و W2؟ ملهومش هدول losers
+
+421
+00:34:33,640 --> 00:34:39,930
+هدول خسرانين لا يحقلهم إنه يتعدلواتمام and so on و
+
+422
+00:34:39,930 --> 00:34:43,350
+بهذا الشكل و بهذا الشكل طيب انلخص ال algorithm
+
+423
+00:34:43,350 --> 00:34:48,090
+نفسه ك algorithm مبدأيا بنعمل initialization لاقى
+
+424
+00:34:48,090 --> 00:34:52,590
+ال weights مش مشكلة بعدك بنعمل عملية ال activation
+
+425
+00:34:52,590 --> 00:34:56,350
+and similarity matching عملية ال matching لل
+
+426
+00:34:56,350 --> 00:35:00,210
+similarities بتاعتنا فال activation كل اللي بنعمله
+
+427
+00:35:00,210 --> 00:35:04,130
+انه اعمل اجيب ال output بس انه output انا ماعنديش
+
+428
+00:35:04,130 --> 00:35:09,200
+outputعرفت ليش؟ ماعنديش حاجة واضحة اسمها Y أنا
+
+429
+00:35:09,200 --> 00:35:12,540
+ماعنديش حاجة اسمها Y أنا كل اللي بقوله مين ال Y
+
+430
+00:35:12,540 --> 00:35:18,060
+اللي عدلها بس أنا مش عارف وين لازم تروح وين لازم
+
+431
+00:35:18,060 --> 00:35:22,220
+تروح فكل اللي بشتغله ان ال X هذه المفروض ان هي من
+
+432
+00:35:22,220 --> 00:35:28,040
+نصيب ال class اللي هي أقربله واحد ولا اتنين ولا
+
+433
+00:35:28,040 --> 00:35:31,100
+تلاتة ومين اللي حددلي ال class هنا اللي حددلي ال
+
+434
+00:35:31,100 --> 00:35:34,780
+class الحقيقة ال W بتاعت الجيالـ W بتاعت الـ J
+
+435
+00:35:34,780 --> 00:35:39,380
+فبنجيب نحسب المسافات لل input اللي احنا بنعطيه زي
+
+436
+00:35:39,380 --> 00:35:42,600
+ما حللنا هو في المثال بالظبط عشان نحصل في الآخر
+
+437
+00:35:42,600 --> 00:35:46,800
+على مين ال minimum value منهم من الأقرب، الأقرب
+
+438
+00:35:46,800 --> 00:35:52,750
+هذابكل بساطة هو اللي بنضربه في .. بنضرب الفرق
+
+439
+00:35:52,750 --> 00:35:57,710
+بينهم .. بين ال winner و ال input بنضربه في Alpha
+
+440
+00:35:57,710 --> 00:36:01,990
+عشان نعمل عملية تعديل إذا كان هو ال winner إذا كان
+
+441
+00:36:01,990 --> 00:36:05,810
+هو ال winner طيب و Zero إذا ماكنش هو ال winner
+
+442
+00:36:05,810 --> 00:36:08,890
+Zero إذا ماكنش هو ال winner و زي ما توشفناها طيب
+
+443
+00:36:08,890 --> 00:36:13,030
+بعد Delta W هذه بروح باشر بعد Delta W على ال W
+
+444
+00:36:13,030 --> 00:36:18,050
+عشان نحصل على ال W ل .. ل new iterationلجديدة لأ
+
+445
+00:36:18,050 --> 00:36:21,930
+لجديدة فال alpha هي ال learning rate مش مشكلة الآن
+
+446
+00:36:21,930 --> 00:36:28,250
+نجي نشوف ال AJ هذي هنا عدلنا شوية الحقيقة عدلنا
+
+447
+00:36:28,250 --> 00:36:32,570
+شوية قولنا أن هذا مش بس winner لأ إذا كانت ال J
+
+448
+00:36:32,570 --> 00:36:35,070
+تنتمي إلى set of
+
+449
+00:36:38,100 --> 00:36:44,120
+الست ها دي function عبارة عن function هنسميها اللي
+
+450
+00:36:44,120 --> 00:36:48,560
+هي لها علاقة بال neighborhoods أو ال neighborhood
+
+451
+00:36:48,560 --> 00:36:52,740
+function ال neighborhood function إيش هنستخدمها؟
+
+452
+00:36:54,250 --> 00:37:00,150
+طبعا حكيناها ال Mexican hat فال Mexican hat جداش
+
+453
+00:37:00,150 --> 00:37:06,670
+النقد بعيد عن ال winner بنعطيله قيمة إضافية القيمة
+
+454
+00:37:06,670 --> 00:37:09,650
+الإضافية طبعا هتكون أقل من واحد فال term اللي طلع
+
+455
+00:37:09,650 --> 00:37:13,210
+هنا بنضربه في القيمة حسب جداش هو بعيد عن ال center
+
+456
+00:37:15,920 --> 00:37:19,120
+وبنرجع بنعيد بنكرر الكلام بعد ما جيبنا W بنرجع
+
+457
+00:37:19,120 --> 00:37:21,800
+نعمل activation كمان مرة ل input تاني و تالت و
+
+458
+00:37:21,800 --> 00:37:25,120
+رابع و خامس عشان نخلصهم كله بنعمل one Epoch و نرجع
+
+459
+00:37:25,120 --> 00:37:28,300
+نعيد Epoch تاني Epoch تالت Epoch رابع او short
+
+460
+00:37:28,300 --> 00:37:31,620
+short اول short تاني ال short لازم نخلص فيه كل ال
+
+461
+00:37:31,620 --> 00:37:37,180
+inputs بسميه Epoch تمام فال competitive بهذا الشكل
+
+462
+00:37:37,180 --> 00:37:39,620
+طيب هداك المثال اللي احنا خدناه كان competitive ل
+
+463
+00:37:39,620 --> 00:37:44,620
+.. ل إيش ل vectorلـ vector بمعنى كنت بتتكلم عن one
+
+464
+00:37:44,620 --> 00:37:47,600
+dimension ال one dimension ماكنش فيه مشكلة و
+
+465
+00:37:47,600 --> 00:37:50,720
+اتحركنا معاه بشكل لكن ممكن نتعامل مع two dimension
+
+466
+00:37:50,720 --> 00:37:54,680
+لو .. هناخد هنا مثال توضيحي سريع هيك .. لو أخدنا
+
+467
+00:37:54,680 --> 00:37:59,060
+مثلا competitive learning in cohenian network و ال
+
+468
+00:37:59,060 --> 00:38:02,960
+cohenian network هذه هفترض ان في عندى 100 neurons
+
+469
+00:38:02,960 --> 00:38:10,960
+مرتبين form او شكلtwo-dimensional network بشكل two
+
+470
+00:38:10,960 --> 00:38:15,760
+-dimensional بحيث إن هي امرتبة عشرة في عشرة يعني
+
+471
+00:38:15,760 --> 00:38:21,300
+حدد لهيو كمان امرتبة عشرة rows and عشرة columns
+
+472
+00:38:21,300 --> 00:38:25,640
+كويس المطلوب إن احنا بدنا نصنف مجموعة ال inputs
+
+473
+00:38:25,640 --> 00:38:28,700
+ومجموعة ال inputs هذه اللي بدنا نعطيله إياها هي
+
+474
+00:38:28,700 --> 00:38:33,520
+عبارة عن inputs vectors امرتبة كالف input vector
+
+475
+00:38:34,390 --> 00:38:39,310
+الف input vectors هدولة بدنا ندخلهم لهم قيم
+
+476
+00:38:39,310 --> 00:38:43,410
+uniformal بمعنى ان هم موزعين بشكل uniform على
+
+477
+00:38:43,410 --> 00:38:49,310
+الشبكة اللي هي عشرة في عشرة ف initially بهذا الشكل
+
+478
+00:38:49,310 --> 00:38:55,920
+هنفترض هنرمي 100 nodeال meet node هدول بمثله إيش؟
+
+479
+00:38:55,920 --> 00:38:59,520
+meet output .. meet node بمعنى meet output .. كل w
+
+480
+00:38:59,520 --> 00:39:02,780
+من هدول هي output .. هي تمثل output .. هي حالة
+
+481
+00:39:02,780 --> 00:39:07,740
+لحالها .. هي class لحالها .. هي cluster لحالها ..
+
+482
+00:39:07,740 --> 00:39:10,600
+فده cluster خاص بحاله .. كويس يعتبر كأنه cluster
+
+483
+00:39:10,600 --> 00:39:13,820
+بده يتحرك .. الآن هدولة initially بدأناهم بهذا
+
+484
+00:39:13,820 --> 00:39:17,600
+الشكلو هدولة كل النقاط هدولة هي ال connections
+
+485
+00:39:17,600 --> 00:39:20,480
+الجانبية احنا قلنا ال output ففي connections
+
+486
+00:39:20,480 --> 00:39:25,080
+جانبية بينهم هي مش لحاله منفرد و مش لحاله منفرد
+
+487
+00:39:25,080 --> 00:39:28,240
+عشان احدد من خلال ال .. ال .. ال .. ال robot
+
+488
+00:39:28,240 --> 00:39:32,560
+الجانبية هذه قيمها بتتحدد بناء على ال Mexican hat
+
+489
+00:39:32,560 --> 00:39:37,260
+بناء على ال Mexican hatتمام هذه ال initial random
+
+490
+00:39:37,260 --> 00:39:41,220
+weights بعد 100 iterations هتبدأ شوية بهذا الشكل
+
+491
+00:39:41,220 --> 00:39:45,220
+بعد 1000 iterations هتبدأ شوية شوية تترتب لعند ما
+
+492
+00:39:45,220 --> 00:39:49,900
+نصل انه بعد 10,000 iterations هنصل لهذا الشكل بحيث
+
+493
+00:39:49,900 --> 00:39:56,140
+انه توزعت ال outputs بهذا الشكل يعني اتوزعت ال
+
+494
+00:39:56,140 --> 00:40:00,820
+weights بهذا الشكل يعني عدد ال classes اتوزعوا
+
+495
+00:40:00,820 --> 00:40:06,370
+بالشكل اللي احنا شايفينه بحيث انههذا ال cluster
+
+496
+00:40:06,370 --> 00:40:09,650
+الأول أو ال class الأول اللي ممكن يكون حوالي
+
+497
+00:40:09,650 --> 00:40:13,170
+مجموعة النقاط هذه طيب هذا ال cluster التالت اللي
+
+498
+00:40:13,170 --> 00:40:16,850
+حوالي مجموعة النقاط هذه فهتكون المجموعة النقاط
+
+499
+00:40:16,850 --> 00:40:20,610
+اللي هنا حركتهم لعند ما وصلوا بالشكل اللي احنا
+
+500
+00:40:20,610 --> 00:40:24,150
+شايفينه بالضبط زي المثال اللي احنا كنا رسمينه هنا
+
+501
+00:40:24,150 --> 00:40:29,560
+و اللي قلنا انه في مجموعة حلاتأولى ومجموعة حالات
+
+502
+00:40:29,560 --> 00:40:33,440
+تانية أو states تانية تمثل cluster أول و cluster
+
+503
+00:40:33,440 --> 00:40:38,920
+تانى ل X1 و X2 وقلنا إن إذا أنا من الأساس عارف و
+
+504
+00:40:38,920 --> 00:40:44,040
+هذا كان بيبين معانا في أول .. أول رسمة في أول رسمة
+
+505
+00:40:44,040 --> 00:40:46,740
+هنا هيهم عشوائيين أنا عارف إن هم عددهم كان هنا 100
+
+506
+00:40:46,740 --> 00:40:51,400
+هنا بدأوا يقولوا عددهم 2 فهي node أولى وهي واحدة
+
+507
+00:40:51,400 --> 00:40:57,320
+تانية نفترض بهذا الشكلتنتين هدول بدخل أول input ال
+
+508
+00:40:57,320 --> 00:41:00,340
+input الأول نفترض هي ال input الأول زي ما أخدنا
+
+509
+00:41:00,340 --> 00:41:05,260
+مثال توه بحسب مسافات الأقرب هي اللي بيكون للحق أنه
+
+510
+00:41:05,260 --> 00:41:14,060
+تجرب شوية طبعا بنسبة حسب الفرق و بمقدار ال alpha
+
+511
+00:41:14,060 --> 00:41:20,280
+فبتيجي بتجرب هنا وهديكي خلاص اتعدلت أصبحت هنا
+
+512
+00:41:20,280 --> 00:41:25,740
+مكانهاهي صار تعديل طيب input تانية ندخل ال input
+
+513
+00:41:25,740 --> 00:41:29,040
+اللي وراها لسه هذه iteration وراها لما تخلص كل
+
+514
+00:41:29,040 --> 00:41:31,820
+حالة بحالتها من ال input ستقول بيصير one epoch one
+
+515
+00:41:31,820 --> 00:41:35,900
+epoch كويس هفترض أنه هذه اللي دخلناها التانية لأ
+
+516
+00:41:35,900 --> 00:41:39,200
+هذه أجربلها فإذا هذه اللي بتتجرب تيجي قريب منها
+
+517
+00:41:39,200 --> 00:41:44,180
+عشان يصبح عند الجديد هذه واحدة و هذه واحدة بهذا
+
+518
+00:41:44,180 --> 00:41:48,880
+الشكل صاروا
+
+519
+00:41:48,880 --> 00:41:51,730
+الجداد هذه واحدة هنا و واحدة هنا جربواكل واحد
+
+520
+00:41:51,730 --> 00:41:55,450
+قاعدة بتجرب عشان نصل في الآخر بعد ما تخلص كل ال
+
+521
+00:41:55,450 --> 00:42:01,590
+iteration تبعك انه عندك حالتين حالة واحدة هنا
+
+522
+00:42:01,590 --> 00:42:09,750
+هتكون و حالة هنا هاي ال two classes تبعونك بحيث ان
+
+523
+00:42:09,750 --> 00:42:15,350
+هذه صنفة المجموعة هذه و هذه صنفة المجموعة هذه طيب
+
+524
+00:42:15,350 --> 00:42:19,250
+خلصناهيك خلصنا مرحلة ل training فى عملية ال test
+
+525
+00:42:19,250 --> 00:42:23,230
+إيش بنسويه عملية ال test بخزن بس القيمتين بتاع ال
+
+526
+00:42:23,230 --> 00:42:27,070
+V ال W لا أكثر ولا أقل بمعنى إن أنا خلص خلصت
+
+527
+00:42:27,070 --> 00:42:32,550
+التعلم هدول كلهم مش محتاجهم هدهم هدول كله انا ال
+
+528
+00:42:32,550 --> 00:42:37,020
+two classes او ال two inputsماكنتش .. كلهم مش
+
+529
+00:42:37,020 --> 00:42:41,560
+محتاج .. هدخل فقط w1 و w2 لا أكثر ولا أقل في عندي
+
+530
+00:42:41,560 --> 00:42:46,080
+w1 و w2 هدول تمثل ال classes الاقل لما بدخل input
+
+531
+00:42:46,080 --> 00:42:52,240
+من عندى ال input افرض اجه هنا نفترض input اجه هنا
+
+532
+00:42:52,240 --> 00:42:56,280
+بهذا الشكل ال input اللي بهذا الشكل بروح بحسب
+
+533
+00:42:56,280 --> 00:43:02,400
+مسافته بالنسبة ل w1 و ل w2مين الأقرب؟ هفترض أنه
+
+534
+00:43:02,400 --> 00:43:06,340
+هنا مثلا يعني عشان تكون بمجرد نظر أوضح لك نجربها
+
+535
+00:43:06,340 --> 00:43:10,220
+لوحد منهم طبعا بالنسبالي حاسوبه بيحسبها بال ..
+
+536
+00:43:10,220 --> 00:43:14,560
+بالظبط هنفترض أنه أقرب ل W2 فبيصنفها مع ال class
+
+537
+00:43:14,560 --> 00:43:17,480
+التاني أو مع ال cluster التاني فبيقولك أه هذه
+
+538
+00:43:17,480 --> 00:43:21,720
+تصنيف cluster رقم 2أو مع مجموعة ال inputs اللي
+
+539
+00:43:21,720 --> 00:43:25,940
+كانوا تحت هنا و اتصنفت خلاص هيصنفها و هكذا هدول
+
+540
+00:43:25,940 --> 00:43:29,360
+اللي بنغيرهمش في مرحلة ال test بتغيروا في مرحلة ال
+
+541
+00:43:29,360 --> 00:43:34,520
+training أما في ال test لأ بتغيروش ما بتغيروا تمام
+
+542
+00:43:34,520 --> 00:43:41,100
+هيك بنكون احنا خلصنا supervised و خلصنا ال
+
+543
+00:43:41,100 --> 00:43:43,980
+competitive الحقيقة فهذه الطريقة التانية كانت في
+
+544
+00:43:43,980 --> 00:43:48,250
+ال unsupervised learning خلصناسابقا ال supervised
+
+545
+00:43:48,250 --> 00:43:52,610
+و هيخلصنا ال unsupervised و بنكون أنهينا موضوعنا
+
+546
+00:43:52,610 --> 00:43:58,910
+لل neural network بشكل كاملالمفروض الموضوع القادم
+
+547
+00:43:58,910 --> 00:44:01,250
+اللي هيكون هنبدأ نشتغل عليه هو الـ Genetic
+
+548
+00:44:01,250 --> 00:44:04,330
+Algorithm وهذا طريقة إضافية طريقة جديدة تماما
+
+549
+00:44:04,330 --> 00:44:07,330
+أخدنا fuzzy و أخدنا neural network بشقيها
+
+550
+00:44:07,330 --> 00:44:09,950
+supervised and supervised المرة القادمة ان شاء
+
+551
+00:44:09,950 --> 00:44:13,590
+الله تعالى هناخد ال genetic algorithm ك technology
+
+552
+00:44:13,590 --> 00:44:17,270
+تالتة مختلفة تماما في آلية تفكيرها و في عملية ال
+
+553
+00:44:17,270 --> 00:44:21,290
+training بتاعتها و في فلسفتها الحقيقة فإلى لقاءنا
+
+554
+00:44:21,290 --> 00:44:23,650
+القادم ان شاء الله تعالى نترككم في رعاية الله سلام
+
+555
+00:44:23,650 --> 00:44:23,970
+عليكم
+
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/XMPbuU8mSd8_raw.json b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/XMPbuU8mSd8_raw.json
new file mode 100644
index 0000000000000000000000000000000000000000..10c464efbe7ab8e922026e9cf21469c1e41482b0
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/XMPbuU8mSd8_raw.json
@@ -0,0 +1 @@
+{"segments": [{"id": 1, "seek": 3011, "start": 4.93, "end": 30.11, "text": "بسم الله الرحمن الرحيم والصلاة والسلام على أشرف الأنبياء وإنرسالين سيدنا محمد وعلى أله وصحبه أجمعين طلابنا الأعزاء نتابع مع ال unsupervised learning والمرة السابقة أكملنا الhibian learning واتحدثنا عن نظرية hip وعملنا لها generalization بمعنى أن أحنا حطيناها ضمن قالب algorithm وحلينا عليها السؤال وشفنا بعض الملاحظات الحقيقة كيف أنا ممكن أعمل", "tokens": [3555, 38251, 21984, 34892, 5016, 27842, 34892, 5016, 32640, 16070, 9381, 15040, 3660, 16070, 3794, 37440, 15844, 5551, 8592, 28480, 16247, 1863, 21292, 16606, 4032, 28814, 1863, 2288, 3794, 6027, 9957, 8608, 25708, 8315, 3714, 35571, 3215, 4032, 3615, 23942, 5551, 43761, 4032, 9381, 5016, 3555, 3224, 5551, 7435, 2304, 3615, 9957, 23032, 15040, 3555, 8315, 16247, 3615, 11622, 16606, 8717, 2655, 16758, 3615, 20449, 2423, 2693, 12879, 24420, 2539, 4032, 45340, 25720, 21136, 16758, 28671, 5551, 24793, 1211, 8315, 2423, 5455, 952, 2539, 4032, 9307, 24401, 12984, 8315, 18871, 8717, 19913, 2288, 10632, 8103, 4032, 25957, 1211, 8315, 5296, 11296, 2674, 2144, 4724, 2304, 3615, 1863, 7578, 14739, 5551, 5016, 8315, 11331, 9566, 1829, 8315, 11296, 48812, 27842, 12174, 6027, 3555, 9284, 4032, 5016, 20292, 8315, 25894, 11296, 21136, 33604, 6027, 4032, 8592, 5172, 8315, 45030, 11242, 9673, 15040, 5016, 19913, 9307, 21542, 38436, 28671, 9122, 33911, 41850, 3714, 43020, 5551, 25957, 1211], "avg_logprob": -0.15040322407599419, "compression_ratio": 1.8280254777070064, "no_speech_prob": 8.940696716308594e-07, "words": [{"start": 4.93, "end": 5.19, "word": "بسم", "probability": 0.722412109375}, {"start": 5.19, "end": 5.29, "word": " الله", "probability": 0.94091796875}, {"start": 5.29, "end": 5.55, "word": " الرحمن", "probability": 0.9591471354166666}, {"start": 5.55, "end": 5.85, "word": " الرحيم", "probability": 0.9943033854166666}, {"start": 5.85, "end": 6.17, "word": " والصلاة", "probability": 0.8504638671875}, {"start": 6.17, "end": 6.53, "word": " والسلام", "probability": 0.93994140625}, {"start": 6.53, "end": 6.65, "word": " على", "probability": 0.4873046875}, {"start": 6.65, "end": 6.91, "word": " أشرف", "probability": 0.98291015625}, {"start": 6.91, "end": 7.23, "word": " الأنبياء", "probability": 0.9923095703125}, {"start": 7.23, "end": 7.67, "word": " وإنرسالين", "probability": 0.6667829241071429}, {"start": 7.67, "end": 7.99, "word": " سيدنا", "probability": 0.97509765625}, {"start": 7.99, "end": 8.41, "word": " محمد", "probability": 0.9827473958333334}, {"start": 8.41, "end": 8.67, "word": " وعلى", "probability": 0.8816731770833334}, {"start": 8.67, "end": 8.87, "word": " أله", "probability": 0.513671875}, {"start": 8.87, "end": 9.35, "word": " وصحبه", "probability": 0.9361328125}, {"start": 9.35, "end": 9.85, "word": " أجمعين", "probability": 0.97353515625}, {"start": 9.85, "end": 11.17, "word": " طلابنا", "probability": 0.8599853515625}, {"start": 11.17, "end": 11.59, "word": " الأعزاء", "probability": 0.786376953125}, {"start": 11.59, "end": 12.19, "word": " نتابع", "probability": 0.9639892578125}, {"start": 12.19, "end": 12.65, "word": " مع", "probability": 0.88525390625}, {"start": 12.65, "end": 12.77, "word": " ال", "probability": 0.97265625}, {"start": 12.77, "end": 13.39, "word": " unsupervised", "probability": 0.7328287760416666}, {"start": 13.39, "end": 13.99, "word": " learning", "probability": 0.9482421875}, {"start": 13.99, "end": 15.01, "word": " والمرة", "probability": 0.8123372395833334}, {"start": 15.01, "end": 15.75, "word": " السابقة", "probability": 0.9894205729166666}, {"start": 15.75, "end": 16.87, "word": " أكملنا", "probability": 0.9788818359375}, {"start": 16.87, "end": 17.39, "word": " الhibian", "probability": 0.6245930989583334}, {"start": 17.39, "end": 17.89, "word": " learning", "probability": 0.95166015625}, {"start": 17.89, "end": 18.97, "word": " واتحدثنا", "probability": 0.93623046875}, {"start": 18.97, "end": 19.13, "word": " عن", "probability": 0.986328125}, {"start": 19.13, "end": 19.51, "word": " نظرية", "probability": 0.937744140625}, {"start": 19.51, "end": 19.81, "word": " hip", "probability": 0.323486328125}, {"start": 19.81, "end": 21.41, "word": " وعملنا", "probability": 0.9456787109375}, {"start": 21.41, "end": 21.57, "word": " لها", "probability": 0.93505859375}, {"start": 21.57, "end": 22.39, "word": " generalization", "probability": 0.9033203125}, {"start": 22.39, "end": 22.79, "word": " بمعنى", "probability": 0.97451171875}, {"start": 22.79, "end": 22.91, "word": " أن", "probability": 0.65087890625}, {"start": 22.91, "end": 23.09, "word": " أحنا", "probability": 0.7395833333333334}, {"start": 23.09, "end": 23.59, "word": " حطيناها", "probability": 0.8779296875}, {"start": 23.59, "end": 23.83, "word": " ضمن", "probability": 0.931884765625}, {"start": 23.83, "end": 24.23, "word": " قالب", "probability": 0.9449869791666666}, {"start": 24.23, "end": 24.75, "word": " algorithm", "probability": 0.8408203125}, {"start": 24.75, "end": 25.75, "word": " وحلينا", "probability": 0.861328125}, {"start": 25.75, "end": 25.99, "word": " عليها", "probability": 0.990966796875}, {"start": 25.99, "end": 26.39, "word": " السؤال", "probability": 0.88720703125}, {"start": 26.39, "end": 27.23, "word": " وشفنا", "probability": 0.8614501953125}, {"start": 27.23, "end": 27.81, "word": " بعض", "probability": 0.96533203125}, {"start": 27.81, "end": 28.45, "word": " الملاحظات", "probability": 0.9740234375}, {"start": 28.45, "end": 28.95, "word": " الحقيقة", "probability": 0.9541015625}, {"start": 28.95, "end": 29.29, "word": " كيف", "probability": 0.973388671875}, {"start": 29.29, "end": 29.41, "word": " أنا", "probability": 0.64453125}, {"start": 29.41, "end": 29.69, "word": " ممكن", "probability": 0.979248046875}, {"start": 29.69, "end": 30.11, "word": " أعمل", "probability": 0.966796875}], "temperature": 1.0}, {"id": 2, "seek": 5004, "start": 30.66, "end": 50.04, "text": "روابط بين ال neurons وبعضها طبعا اللي بتكون في ال input و ال input هو نفسه ال output المجموعة ال input هذه اللي بدنا نعملها عملية تحفيف او classification الان بدنا ندخل على النوع التاني في ال unsupervised learning و هو ال competitive learning فنبدأ بال competitive", "tokens": [2288, 14407, 3555, 9566, 49374, 2423, 22027, 46599, 3615, 11242, 11296, 23032, 3555, 3615, 995, 13672, 1829, 39894, 30544, 8978, 2423, 4846, 4032, 2423, 4846, 31439, 8717, 36178, 3224, 2423, 5598, 9673, 7435, 2304, 2407, 27884, 2423, 4846, 29538, 13672, 1829, 47525, 8315, 8717, 25957, 1211, 11296, 6225, 42213, 10632, 6055, 5016, 5172, 33911, 1975, 2407, 21538, 2423, 7649, 47525, 8315, 8717, 3215, 9778, 1211, 15844, 28239, 45367, 16712, 7649, 1829, 8978, 2423, 2693, 12879, 24420, 2539, 4032, 31439, 2423, 10043, 2539, 6156, 1863, 44510, 10721, 20666, 10043], "avg_logprob": -0.15765448768487136, "compression_ratio": 1.748878923766816, "no_speech_prob": 4.5299530029296875e-06, "words": [{"start": 30.66, "end": 31.18, "word": "روابط", "probability": 0.89892578125}, {"start": 31.18, "end": 31.44, "word": " بين", "probability": 0.9765625}, {"start": 31.44, "end": 31.76, "word": " ال", "probability": 0.9453125}, {"start": 31.76, "end": 32.16, "word": " neurons", "probability": 0.779296875}, {"start": 32.16, "end": 32.86, "word": " وبعضها", "probability": 0.889404296875}, {"start": 32.86, "end": 33.5, "word": " طبعا", "probability": 0.9144287109375}, {"start": 33.5, "end": 34.06, "word": " اللي", "probability": 0.76416015625}, {"start": 34.06, "end": 34.26, "word": " بتكون", "probability": 0.91552734375}, {"start": 34.26, "end": 34.38, "word": " في", "probability": 0.81640625}, {"start": 34.38, "end": 34.46, "word": " ال", "probability": 0.8818359375}, {"start": 34.46, "end": 34.7, "word": " input", "probability": 0.97119140625}, {"start": 34.7, "end": 34.84, "word": " و", "probability": 0.494873046875}, {"start": 34.84, "end": 34.88, "word": " ال", "probability": 0.810546875}, {"start": 34.88, "end": 35.1, "word": " input", "probability": 0.95068359375}, {"start": 35.1, "end": 35.26, "word": " هو", "probability": 0.9853515625}, {"start": 35.26, "end": 35.62, "word": " نفسه", "probability": 0.9959309895833334}, {"start": 35.62, "end": 35.74, "word": " ال", "probability": 0.923828125}, {"start": 35.74, "end": 36.1, "word": " output", "probability": 0.9765625}, {"start": 36.1, "end": 37.3, "word": " المجموعة", "probability": 0.82021484375}, {"start": 37.3, "end": 37.4, "word": " ال", "probability": 0.92333984375}, {"start": 37.4, "end": 37.6, "word": " input", "probability": 0.984375}, {"start": 37.6, "end": 37.82, "word": " هذه", "probability": 0.2196044921875}, {"start": 37.82, "end": 38.0, "word": " اللي", "probability": 0.955322265625}, {"start": 38.0, "end": 38.16, "word": " بدنا", "probability": 0.76025390625}, {"start": 38.16, "end": 38.48, "word": " نعملها", "probability": 0.953857421875}, {"start": 38.48, "end": 38.8, "word": " عملية", "probability": 0.9874674479166666}, {"start": 38.8, "end": 39.4, "word": " تحفيف", "probability": 0.841064453125}, {"start": 39.4, "end": 39.62, "word": " او", "probability": 0.7166748046875}, {"start": 39.62, "end": 40.92, "word": " classification", "probability": 0.85986328125}, {"start": 40.92, "end": 42.46, "word": " الان", "probability": 0.58807373046875}, {"start": 42.46, "end": 43.42, "word": " بدنا", "probability": 0.95166015625}, {"start": 43.42, "end": 43.76, "word": " ندخل", "probability": 0.998046875}, {"start": 43.76, "end": 43.9, "word": " على", "probability": 0.927734375}, {"start": 43.9, "end": 44.14, "word": " النوع", "probability": 0.991455078125}, {"start": 44.14, "end": 44.62, "word": " التاني", "probability": 0.9453125}, {"start": 44.62, "end": 44.78, "word": " في", "probability": 0.79638671875}, {"start": 44.78, "end": 44.86, "word": " ال", "probability": 0.751953125}, {"start": 44.86, "end": 45.48, "word": " unsupervised", "probability": 0.951171875}, {"start": 45.48, "end": 45.86, "word": " learning", "probability": 0.9580078125}, {"start": 45.86, "end": 45.98, "word": " و", "probability": 0.466552734375}, {"start": 45.98, "end": 46.14, "word": " هو", "probability": 0.96142578125}, {"start": 46.14, "end": 46.26, "word": " ال", "probability": 0.85498046875}, {"start": 46.26, "end": 46.7, "word": " competitive", "probability": 0.97607421875}, {"start": 46.7, "end": 47.82, "word": " learning", "probability": 0.9599609375}, {"start": 47.82, "end": 49.4, "word": " فنبدأ", "probability": 0.9764404296875}, {"start": 49.4, "end": 49.56, "word": " بال", "probability": 0.95654296875}, {"start": 49.56, "end": 50.04, "word": " competitive", "probability": 0.90673828125}], "temperature": 1.0}, {"id": 3, "seek": 7486, "start": 51.7, "end": 74.86, "text": "learning في ال competitive learning الحقيقة ال neurons هي المفروض ان هي بتتنافس مع الكل ايه نوع ال neurons؟ ال output الحقيقة هنا احنا بنتكلم عن ال output فال output بتنافس مع الكل و لما بقول output الحقيقة بدنا نوضح شغلة مهمة هالواجهة اللي افترضنا ان فيها فرضا three inputs بهذا الشكل", "tokens": [47204, 8978, 2423, 10043, 2539, 21542, 38436, 28671, 2423, 22027, 39896, 9673, 5172, 32887, 11242, 16472, 39896, 39894, 2655, 8315, 36178, 20449, 2423, 28820, 1975, 1829, 3224, 8717, 45367, 2423, 22027, 22807, 2423, 5598, 21542, 38436, 28671, 34105, 1975, 5016, 8315, 44945, 2655, 4117, 19528, 18871, 2423, 5598, 6156, 6027, 5598, 39894, 8315, 36178, 20449, 2423, 28820, 4032, 5296, 15042, 4724, 39648, 5598, 21542, 38436, 28671, 47525, 8315, 8717, 2407, 11242, 5016, 13412, 17082, 37977, 3714, 16095, 3660, 8032, 6027, 2407, 26108, 3224, 3660, 13672, 1829, 1975, 5172, 2655, 43042, 8315, 16472, 8978, 11296, 6156, 43042, 995, 1045, 15743, 39627, 15730, 25124, 28820], "avg_logprob": -0.21784856070119601, "compression_ratio": 1.893162393162393, "no_speech_prob": 3.993511199951172e-06, "words": [{"start": 51.7, "end": 52.22, "word": "learning", "probability": 0.258544921875}, {"start": 52.22, "end": 52.58, "word": " في", "probability": 0.68212890625}, {"start": 52.58, "end": 52.66, "word": " ال", "probability": 0.7236328125}, {"start": 52.66, "end": 52.92, "word": " competitive", "probability": 0.9326171875}, {"start": 52.92, "end": 53.38, "word": " learning", "probability": 0.94775390625}, {"start": 53.38, "end": 53.78, "word": " الحقيقة", "probability": 0.978515625}, {"start": 53.78, "end": 53.88, "word": " ال", "probability": 0.50439453125}, {"start": 53.88, "end": 54.24, "word": " neurons", "probability": 0.77392578125}, {"start": 54.24, "end": 55.12, "word": " هي", "probability": 0.87451171875}, {"start": 55.12, "end": 55.54, "word": " المفروض", "probability": 0.99609375}, {"start": 55.54, "end": 55.66, "word": " ان", "probability": 0.56884765625}, {"start": 55.66, "end": 56.0, "word": " هي", "probability": 0.68408203125}, {"start": 56.0, "end": 57.24, "word": " بتتنافس", "probability": 0.9442138671875}, {"start": 57.24, "end": 57.66, "word": " مع", "probability": 0.99267578125}, {"start": 57.66, "end": 58.08, "word": " الكل", "probability": 0.8818359375}, {"start": 58.08, "end": 58.68, "word": " ايه", "probability": 0.63671875}, {"start": 58.68, "end": 58.88, "word": " نوع", "probability": 0.390869140625}, {"start": 58.88, "end": 59.0, "word": " ال", "probability": 0.9052734375}, {"start": 59.0, "end": 59.58, "word": " neurons؟", "probability": 0.736083984375}, {"start": 59.58, "end": 59.7, "word": " ال", "probability": 0.79931640625}, {"start": 59.7, "end": 60.2, "word": " output", "probability": 0.98876953125}, {"start": 60.2, "end": 60.92, "word": " الحقيقة", "probability": 0.7919108072916666}, {"start": 60.92, "end": 61.1, "word": " هنا", "probability": 0.63720703125}, {"start": 61.1, "end": 61.26, "word": " احنا", "probability": 0.84765625}, {"start": 61.26, "end": 61.6, "word": " بنتكلم", "probability": 0.84027099609375}, {"start": 61.6, "end": 61.72, "word": " عن", "probability": 0.984375}, {"start": 61.72, "end": 61.82, "word": " ال", "probability": 0.93994140625}, {"start": 61.82, "end": 62.16, "word": " output", "probability": 0.986328125}, {"start": 62.16, "end": 62.64, "word": " فال", "probability": 0.9384765625}, {"start": 62.64, "end": 63.08, "word": " output", "probability": 0.9892578125}, {"start": 63.08, "end": 63.86, "word": " بتنافس", "probability": 0.9737955729166666}, {"start": 63.86, "end": 64.06, "word": " مع", "probability": 0.99560546875}, {"start": 64.06, "end": 64.5, "word": " الكل", "probability": 0.888671875}, {"start": 64.5, "end": 65.5, "word": " و", "probability": 0.5576171875}, {"start": 65.5, "end": 65.64, "word": " لما", "probability": 0.8251953125}, {"start": 65.64, "end": 65.94, "word": " بقول", "probability": 0.978271484375}, {"start": 65.94, "end": 66.54, "word": " output", "probability": 0.98681640625}, {"start": 66.54, "end": 67.26, "word": " الحقيقة", "probability": 0.9881184895833334}, {"start": 67.26, "end": 67.64, "word": " بدنا", "probability": 0.953125}, {"start": 67.64, "end": 68.14, "word": " نوضح", "probability": 0.9378662109375}, {"start": 68.14, "end": 68.62, "word": " شغلة", "probability": 0.9070638020833334}, {"start": 68.62, "end": 70.42, "word": " مهمة", "probability": 0.9920247395833334}, {"start": 70.42, "end": 70.8, "word": " هالواجهة", "probability": 0.6459554036458334}, {"start": 70.8, "end": 70.92, "word": " اللي", "probability": 0.6510009765625}, {"start": 70.92, "end": 71.34, "word": " افترضنا", "probability": 0.8962890625}, {"start": 71.34, "end": 71.46, "word": " ان", "probability": 0.671875}, {"start": 71.46, "end": 71.7, "word": " فيها", "probability": 0.796142578125}, {"start": 71.7, "end": 72.78, "word": " فرضا", "probability": 0.714599609375}, {"start": 72.78, "end": 73.42, "word": " three", "probability": 0.7099609375}, {"start": 73.42, "end": 73.92, "word": " inputs", "probability": 0.95458984375}, {"start": 73.92, "end": 74.5, "word": " بهذا", "probability": 0.906005859375}, {"start": 74.5, "end": 74.86, "word": " الشكل", "probability": 0.99365234375}], "temperature": 1.0}, {"id": 4, "seek": 9415, "start": 76.81, "end": 94.15, "text": "بهذا الشكل في عندي full connection neural network ايش ضال عندي خلاص هنا بالنسبالي هذه output neuron أولى كويس وهذه output neuron تانية رقم اتنين", "tokens": [3555, 3224, 15730, 25124, 28820, 8978, 18871, 16254, 1577, 4984, 18161, 3209, 1975, 1829, 8592, 48812, 6027, 18871, 16254, 16490, 1211, 33546, 34105, 20666, 1863, 35457, 6027, 1829, 29538, 5598, 34090, 5551, 12610, 7578, 9122, 45865, 3794, 37037, 24192, 5598, 34090, 6055, 7649, 10632, 12602, 4587, 2304, 1975, 2655, 1863, 9957], "avg_logprob": -0.22295673392139947, "compression_ratio": 1.4013157894736843, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 76.81, "end": 77.31, "word": "بهذا", "probability": 0.8841145833333334}, {"start": 77.31, "end": 77.77, "word": " الشكل", "probability": 0.989990234375}, {"start": 77.77, "end": 78.05, "word": " في", "probability": 0.583984375}, {"start": 78.05, "end": 78.29, "word": " عندي", "probability": 0.6917724609375}, {"start": 78.29, "end": 78.43, "word": " full", "probability": 0.81689453125}, {"start": 78.43, "end": 78.97, "word": " connection", "probability": 0.89453125}, {"start": 78.97, "end": 79.47, "word": " neural", "probability": 0.5126953125}, {"start": 79.47, "end": 80.07, "word": " network", "probability": 0.9775390625}, {"start": 80.07, "end": 81.15, "word": " ايش", "probability": 0.6165771484375}, {"start": 81.15, "end": 81.39, "word": " ضال", "probability": 0.688720703125}, {"start": 81.39, "end": 81.75, "word": " عندي", "probability": 0.943603515625}, {"start": 81.75, "end": 82.23, "word": " خلاص", "probability": 0.8146158854166666}, {"start": 82.23, "end": 83.21, "word": " هنا", "probability": 0.74609375}, {"start": 83.21, "end": 83.91, "word": " بالنسبالي", "probability": 0.9736328125}, {"start": 83.91, "end": 84.27, "word": " هذه", "probability": 0.71240234375}, {"start": 84.27, "end": 86.83, "word": " output", "probability": 0.98779296875}, {"start": 86.83, "end": 88.41, "word": " neuron", "probability": 0.25634765625}, {"start": 88.41, "end": 89.07, "word": " أولى", "probability": 0.87939453125}, {"start": 89.07, "end": 90.55, "word": " كويس", "probability": 0.8046875}, {"start": 90.55, "end": 90.85, "word": " وهذه", "probability": 0.6044921875}, {"start": 90.85, "end": 91.17, "word": " output", "probability": 0.986328125}, {"start": 91.17, "end": 91.57, "word": " neuron", "probability": 0.9111328125}, {"start": 91.57, "end": 92.09, "word": " تانية", "probability": 0.9710286458333334}, {"start": 92.09, "end": 93.75, "word": " رقم", "probability": 0.9772135416666666}, {"start": 93.75, "end": 94.15, "word": " اتنين", "probability": 0.91552734375}], "temperature": 1.0}, {"id": 5, "seek": 11019, "start": 95.29, "end": 110.19, "text": "و لما أقول الأولى بتتنافس مع التانية كإني بقول بالظبط إيش كإني بقول أن ال weights بتاعتها بتتنافس مع ال weights بتاعت التانية وهذا هنتكلم عنها الحقيقة لاحقا هذا الموضوع", "tokens": [2407, 5296, 15042, 5551, 39648, 16247, 12610, 7578, 39894, 2655, 8315, 36178, 20449, 16712, 7649, 10632, 9122, 28814, 22653, 4724, 39648, 20666, 19913, 3555, 9566, 11933, 1829, 8592, 9122, 28814, 22653, 4724, 39648, 14739, 2423, 17443, 39894, 995, 34268, 11296, 39894, 2655, 8315, 36178, 20449, 2423, 17443, 39894, 995, 34268, 16712, 7649, 10632, 37037, 15730, 8032, 29399, 4117, 19528, 18871, 11296, 21542, 38436, 28671, 20193, 5016, 4587, 995, 23758, 9673, 2407, 11242, 45367], "avg_logprob": -0.11159206141491194, "compression_ratio": 1.8662420382165605, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 95.29, "end": 95.57, "word": "و", "probability": 0.904296875}, {"start": 95.57, "end": 95.89, "word": " لما", "probability": 0.806884765625}, {"start": 95.89, "end": 96.29, "word": " أقول", "probability": 0.842529296875}, {"start": 96.29, "end": 97.67, "word": " الأولى", "probability": 0.96875}, {"start": 97.67, "end": 98.27, "word": " بتتنافس", "probability": 0.967529296875}, {"start": 98.27, "end": 98.47, "word": " مع", "probability": 0.99658203125}, {"start": 98.47, "end": 99.15, "word": " التانية", "probability": 0.9728190104166666}, {"start": 99.15, "end": 100.17, "word": " كإني", "probability": 0.7574869791666666}, {"start": 100.17, "end": 100.51, "word": " بقول", "probability": 0.970703125}, {"start": 100.51, "end": 101.15, "word": " بالظبط", "probability": 0.988525390625}, {"start": 101.15, "end": 101.51, "word": " إيش", "probability": 0.8873697916666666}, {"start": 101.51, "end": 101.87, "word": " كإني", "probability": 0.7870279947916666}, {"start": 101.87, "end": 102.13, "word": " بقول", "probability": 0.98974609375}, {"start": 102.13, "end": 102.29, "word": " أن", "probability": 0.4609375}, {"start": 102.29, "end": 102.41, "word": " ال", "probability": 0.98681640625}, {"start": 102.41, "end": 102.67, "word": " weights", "probability": 0.80419921875}, {"start": 102.67, "end": 103.07, "word": " بتاعتها", "probability": 0.9207763671875}, {"start": 103.07, "end": 103.71, "word": " بتتنافس", "probability": 0.962646484375}, {"start": 103.71, "end": 103.99, "word": " مع", "probability": 0.94921875}, {"start": 103.99, "end": 104.19, "word": " ال", "probability": 0.9931640625}, {"start": 104.19, "end": 104.47, "word": " weights", "probability": 0.875}, {"start": 104.47, "end": 104.75, "word": " بتاعت", "probability": 0.861328125}, {"start": 104.75, "end": 105.33, "word": " التانية", "probability": 0.97705078125}, {"start": 105.33, "end": 106.25, "word": " وهذا", "probability": 0.4571533203125}, {"start": 106.25, "end": 107.03, "word": " هنتكلم", "probability": 0.90234375}, {"start": 107.03, "end": 107.27, "word": " عنها", "probability": 0.98681640625}, {"start": 107.27, "end": 108.43, "word": " الحقيقة", "probability": 0.994140625}, {"start": 108.43, "end": 109.53, "word": " لاحقا", "probability": 0.952392578125}, {"start": 109.53, "end": 109.73, "word": " هذا", "probability": 0.95361328125}, {"start": 109.73, "end": 110.19, "word": " الموضوع", "probability": 0.9989013671875}], "temperature": 1.0}, {"id": 6, "seek": 13978, "start": 111.04, "end": 139.78, "text": "كويس فإذا كأن كل اللي بنعمله أنه هذه بالنسبالنا فيها مجموعة weights كل ما كانت ال weights هذه أعلى أو أقل فاحنا بنعمل منافسة لأنه في النهاية مجموعة ال weights هذه هي اللي هتزود القيمة هنا ومجموعة ال weights هذه عالية أو متخفضة هي اللي هتزود أو يتجلر القيمة هنا فالعملية الحقيقة وجدت منها كلمة competitive تنافسي التعليم التنافسي بالضبط زي لما نقول والله يلا اتعلموا و هنعطي جائزة فقط للأول", "tokens": [4117, 45865, 3794, 6156, 28814, 15730, 9122, 33456, 28242, 13672, 1829, 44945, 25957, 43761, 14739, 3224, 29538, 20666, 1863, 35457, 6027, 8315, 8978, 11296, 3714, 7435, 2304, 2407, 27884, 17443, 28242, 19446, 25961, 2655, 2423, 17443, 29538, 5551, 3615, 23942, 34051, 5551, 4587, 1211, 6156, 39319, 8315, 44945, 25957, 1211, 3714, 8315, 36178, 3660, 5296, 33456, 3224, 8978, 28239, 11296, 10632, 3714, 7435, 2304, 2407, 27884, 2423, 17443, 29538, 39896, 13672, 1829, 8032, 2655, 11622, 23328, 25062, 32640, 3660, 34105, 4032, 2304, 7435, 2304, 2407, 27884, 2423, 17443, 29538, 6225, 6027, 10632, 34051, 44650, 9778, 5172, 11242, 3660, 39896, 13672, 1829, 8032, 2655, 11622, 23328, 34051, 7251, 2655, 7435, 1211, 2288, 25062, 32640, 3660, 34105, 6156, 6027, 25957, 1211, 10632, 21542, 38436, 28671, 49610, 3215, 2655, 9154, 11296, 9122, 19528, 3660, 10043, 6055, 8315, 36178, 1829, 16712, 3615, 20292, 2304, 16712, 8315, 36178, 1829, 20666, 11242, 3555, 9566, 30767, 1829, 5296, 15042, 8717, 39648, 16070, 43761, 7251, 15040, 1975, 2655, 3615, 19528, 14407, 4032, 8032, 1863, 3615, 9566, 1829, 10874, 16373, 11622, 3660, 6156, 47432, 24976, 10721, 12610], "avg_logprob": -0.10422486141740277, "compression_ratio": 2.1580645161290324, "no_speech_prob": 1.3113021850585938e-06, "words": [{"start": 111.04, "end": 111.42, "word": "كويس", "probability": 0.91015625}, {"start": 111.42, "end": 112.08, "word": " فإذا", "probability": 0.68896484375}, {"start": 112.08, "end": 112.68, "word": " كأن", "probability": 0.871337890625}, {"start": 112.68, "end": 112.9, "word": " كل", "probability": 0.71435546875}, {"start": 112.9, "end": 113.02, "word": " اللي", "probability": 0.93798828125}, {"start": 113.02, "end": 113.56, "word": " بنعمله", "probability": 0.943359375}, {"start": 113.56, "end": 114.0, "word": " أنه", "probability": 0.503662109375}, {"start": 114.0, "end": 114.28, "word": " هذه", "probability": 0.794921875}, {"start": 114.28, "end": 115.08, "word": " بالنسبالنا", "probability": 0.99306640625}, {"start": 115.08, "end": 115.6, "word": " فيها", "probability": 0.70751953125}, {"start": 115.6, "end": 116.1, "word": " مجموعة", "probability": 0.9087890625}, {"start": 116.1, "end": 116.6, "word": " weights", "probability": 0.765625}, {"start": 116.6, "end": 117.1, "word": " كل", "probability": 0.83837890625}, {"start": 117.1, "end": 117.22, "word": " ما", "probability": 0.89501953125}, {"start": 117.22, "end": 117.5, "word": " كانت", "probability": 0.986572265625}, {"start": 117.5, "end": 117.6, "word": " ال", "probability": 0.9921875}, {"start": 117.6, "end": 117.8, "word": " weights", "probability": 0.7998046875}, {"start": 117.8, "end": 118.04, "word": " هذه", "probability": 0.74609375}, {"start": 118.04, "end": 118.3, "word": " أعلى", "probability": 0.9402669270833334}, {"start": 118.3, "end": 118.42, "word": " أو", "probability": 0.86328125}, {"start": 118.42, "end": 118.74, "word": " أقل", "probability": 0.9845377604166666}, {"start": 118.74, "end": 119.02, "word": " فاحنا", "probability": 0.8753255208333334}, {"start": 119.02, "end": 119.34, "word": " بنعمل", "probability": 0.9708658854166666}, {"start": 119.34, "end": 119.68, "word": " منافسة", "probability": 0.956298828125}, {"start": 119.68, "end": 119.96, "word": " لأنه", "probability": 0.73583984375}, {"start": 119.96, "end": 120.04, "word": " في", "probability": 0.86767578125}, {"start": 120.04, "end": 120.62, "word": " النهاية", "probability": 0.9078776041666666}, {"start": 120.62, "end": 121.4, "word": " مجموعة", "probability": 0.9685546875}, {"start": 121.4, "end": 121.52, "word": " ال", "probability": 0.9970703125}, {"start": 121.52, "end": 121.68, "word": " weights", "probability": 0.7421875}, {"start": 121.68, "end": 121.86, "word": " هذه", "probability": 0.69677734375}, {"start": 121.86, "end": 122.02, "word": " هي", "probability": 0.97705078125}, {"start": 122.02, "end": 122.14, "word": " اللي", "probability": 0.97705078125}, {"start": 122.14, "end": 122.78, "word": " هتزود", "probability": 0.937255859375}, {"start": 122.78, "end": 123.54, "word": " القيمة", "probability": 0.96923828125}, {"start": 123.54, "end": 123.74, "word": " هنا", "probability": 0.99609375}, {"start": 123.74, "end": 124.46, "word": " ومجموعة", "probability": 0.9055989583333334}, {"start": 124.46, "end": 124.6, "word": " ال", "probability": 0.9970703125}, {"start": 124.6, "end": 124.8, "word": " weights", "probability": 0.8017578125}, {"start": 124.8, "end": 125.08, "word": " هذه", "probability": 0.9482421875}, {"start": 125.08, "end": 125.44, "word": " عالية", "probability": 0.9853515625}, {"start": 125.44, "end": 125.56, "word": " أو", "probability": 0.75244140625}, {"start": 125.56, "end": 125.94, "word": " متخفضة", "probability": 0.96259765625}, {"start": 125.94, "end": 126.06, "word": " هي", "probability": 0.95703125}, {"start": 126.06, "end": 126.18, "word": " اللي", "probability": 0.993408203125}, {"start": 126.18, "end": 126.66, "word": " هتزود", "probability": 0.9571533203125}, {"start": 126.66, "end": 126.8, "word": " أو", "probability": 0.68896484375}, {"start": 126.8, "end": 127.12, "word": " يتجلر", "probability": 0.7541015625}, {"start": 127.12, "end": 127.46, "word": " القيمة", "probability": 0.9759114583333334}, {"start": 127.46, "end": 127.62, "word": " هنا", "probability": 0.99365234375}, {"start": 127.62, "end": 128.96, "word": " فالعملية", "probability": 0.95615234375}, {"start": 128.96, "end": 129.48, "word": " الحقيقة", "probability": 0.9855143229166666}, {"start": 129.48, "end": 130.0, "word": " وجدت", "probability": 0.9436848958333334}, {"start": 130.0, "end": 130.16, "word": " منها", "probability": 0.9931640625}, {"start": 130.16, "end": 130.44, "word": " كلمة", "probability": 0.9915364583333334}, {"start": 130.44, "end": 131.0, "word": " competitive", "probability": 0.9501953125}, {"start": 131.0, "end": 131.68, "word": " تنافسي", "probability": 0.8770751953125}, {"start": 131.68, "end": 132.1, "word": " التعليم", "probability": 0.835205078125}, {"start": 132.1, "end": 133.88, "word": " التنافسي", "probability": 0.9412841796875}, {"start": 133.88, "end": 134.62, "word": " بالضبط", "probability": 0.924072265625}, {"start": 134.62, "end": 134.92, "word": " زي", "probability": 0.988037109375}, {"start": 134.92, "end": 135.1, "word": " لما", "probability": 0.970947265625}, {"start": 135.1, "end": 135.36, "word": " نقول", "probability": 0.98388671875}, {"start": 135.36, "end": 135.8, "word": " والله", "probability": 0.85546875}, {"start": 135.8, "end": 136.88, "word": " يلا", "probability": 0.871337890625}, {"start": 136.88, "end": 137.96, "word": " اتعلموا", "probability": 0.9623046875}, {"start": 137.96, "end": 138.2, "word": " و", "probability": 0.9736328125}, {"start": 138.2, "end": 138.66, "word": " هنعطي", "probability": 0.849072265625}, {"start": 138.66, "end": 139.02, "word": " جائزة", "probability": 0.990234375}, {"start": 139.02, "end": 139.3, "word": " فقط", "probability": 0.9873046875}, {"start": 139.3, "end": 139.78, "word": " للأول", "probability": 0.9685872395833334}], "temperature": 1.0}, {"id": 7, "seek": 14912, "start": 140.36, "end": 149.12, "text": "فبصير فيه منافسة طيب لكن إيش مفهوم كلمة للأول بس؟ للأول بس معناه ذلك إنه حتى التاني ملششي", "tokens": [5172, 3555, 9381, 13546, 8978, 3224, 3714, 8315, 36178, 3660, 23032, 1829, 3555, 44381, 11933, 1829, 8592, 3714, 5172, 3224, 20498, 9122, 19528, 3660, 24976, 10721, 12610, 4724, 3794, 22807, 24976, 10721, 12610, 4724, 3794, 20449, 8315, 3224, 29910, 23275, 36145, 3224, 11331, 49975, 16712, 7649, 1829, 3714, 1211, 8592, 8592, 1829], "avg_logprob": -0.13126474056603774, "compression_ratio": 1.424778761061947, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 140.36, "end": 140.78, "word": "فبصير", "probability": 0.961181640625}, {"start": 140.78, "end": 140.96, "word": " فيه", "probability": 0.8486328125}, {"start": 140.96, "end": 141.6, "word": " منافسة", "probability": 0.984130859375}, {"start": 141.6, "end": 142.6, "word": " طيب", "probability": 0.8416341145833334}, {"start": 142.6, "end": 142.98, "word": " لكن", "probability": 0.73974609375}, {"start": 142.98, "end": 143.36, "word": " إيش", "probability": 0.83349609375}, {"start": 143.36, "end": 143.98, "word": " مفهوم", "probability": 0.928955078125}, {"start": 143.98, "end": 144.52, "word": " كلمة", "probability": 0.9664713541666666}, {"start": 144.52, "end": 145.16, "word": " للأول", "probability": 0.90185546875}, {"start": 145.16, "end": 146.04, "word": " بس؟", "probability": 0.8590494791666666}, {"start": 146.04, "end": 146.38, "word": " للأول", "probability": 0.9524739583333334}, {"start": 146.38, "end": 146.68, "word": " بس", "probability": 0.995361328125}, {"start": 146.68, "end": 147.02, "word": " معناه", "probability": 0.8829752604166666}, {"start": 147.02, "end": 147.26, "word": " ذلك", "probability": 0.98583984375}, {"start": 147.26, "end": 147.58, "word": " إنه", "probability": 0.69921875}, {"start": 147.58, "end": 148.2, "word": " حتى", "probability": 0.93603515625}, {"start": 148.2, "end": 148.6, "word": " التاني", "probability": 0.9842122395833334}, {"start": 148.6, "end": 149.12, "word": " ملششي", "probability": 0.73427734375}], "temperature": 1.0}, {"id": 8, "seek": 17652, "start": 150.0, "end": 176.52, "text": "يعني بمعنى أن المنافسة فقط winner واحد بس فال winner takes all ف ال competition بتاعتنا هنا المنافسة بتاعتنا فقط لمين ل neuron واحدة ل نيرون واحدة هذه اللي هتفوز و بس و إجت منها كلمة competitive learning و اللي هنتكلم عنها لاحقا طيب هذه الحقيقة قدمت في بداية ال 1977 في السبعينات تقريبا و بدأنا نشطل عليها و يمكن", "tokens": [40228, 22653, 4724, 2304, 3615, 1863, 7578, 14739, 9673, 8315, 36178, 3660, 6156, 47432, 8507, 36764, 24401, 4724, 3794, 6156, 6027, 8507, 2516, 439, 6156, 2423, 6211, 39894, 995, 34268, 8315, 34105, 9673, 8315, 36178, 3660, 39894, 995, 34268, 8315, 6156, 47432, 32767, 9957, 5296, 34090, 36764, 24401, 3660, 5296, 8717, 13546, 11536, 36764, 24401, 3660, 29538, 13672, 1829, 8032, 2655, 5172, 2407, 11622, 4032, 4724, 3794, 4032, 11933, 7435, 2655, 9154, 11296, 9122, 19528, 3660, 10043, 2539, 4032, 13672, 1829, 8032, 29399, 4117, 19528, 18871, 11296, 20193, 5016, 4587, 995, 23032, 1829, 3555, 29538, 21542, 38436, 28671, 12174, 40448, 2655, 8978, 4724, 28259, 10632, 2423, 35092, 8978, 21136, 3555, 3615, 1829, 8315, 2655, 6055, 4587, 16572, 3555, 995, 4032, 47525, 10721, 8315, 8717, 8592, 9566, 1211, 25894, 11296, 4032, 7251, 43020], "avg_logprob": -0.15566259712204897, "compression_ratio": 1.8035714285714286, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 150.0, "end": 150.3, "word": "يعني", "probability": 0.927490234375}, {"start": 150.3, "end": 150.64, "word": " بمعنى", "probability": 0.9779296875}, {"start": 150.64, "end": 150.78, "word": " أن", "probability": 0.389892578125}, {"start": 150.78, "end": 151.4, "word": " المنافسة", "probability": 0.9814453125}, {"start": 151.4, "end": 152.08, "word": " فقط", "probability": 0.9794921875}, {"start": 152.08, "end": 152.6, "word": " winner", "probability": 0.82177734375}, {"start": 152.6, "end": 153.34, "word": " واحد", "probability": 0.992919921875}, {"start": 153.34, "end": 153.68, "word": " بس", "probability": 0.96923828125}, {"start": 153.68, "end": 154.1, "word": " فال", "probability": 0.759033203125}, {"start": 154.1, "end": 154.34, "word": " winner", "probability": 0.91943359375}, {"start": 154.34, "end": 155.02, "word": " takes", "probability": 0.79443359375}, {"start": 155.02, "end": 155.74, "word": " all", "probability": 0.94091796875}, {"start": 155.74, "end": 156.26, "word": " ف", "probability": 0.87890625}, {"start": 156.26, "end": 156.48, "word": " ال", "probability": 0.45166015625}, {"start": 156.48, "end": 156.94, "word": " competition", "probability": 0.9775390625}, {"start": 156.94, "end": 157.4, "word": " بتاعتنا", "probability": 0.9053955078125}, {"start": 157.4, "end": 157.54, "word": " هنا", "probability": 0.966796875}, {"start": 157.54, "end": 158.02, "word": " المنافسة", "probability": 0.9024658203125}, {"start": 158.02, "end": 158.54, "word": " بتاعتنا", "probability": 0.9615478515625}, {"start": 158.54, "end": 159.5, "word": " فقط", "probability": 0.99072265625}, {"start": 159.5, "end": 159.98, "word": " لمين", "probability": 0.854736328125}, {"start": 159.98, "end": 160.9, "word": " ل", "probability": 0.65234375}, {"start": 160.9, "end": 162.06, "word": " neuron", "probability": 0.38818359375}, {"start": 162.06, "end": 162.5, "word": " واحدة", "probability": 0.9680989583333334}, {"start": 162.5, "end": 162.74, "word": " ل", "probability": 0.67431640625}, {"start": 162.74, "end": 163.0, "word": " نيرون", "probability": 0.6266276041666666}, {"start": 163.0, "end": 163.28, "word": " واحدة", "probability": 0.9200846354166666}, {"start": 163.28, "end": 163.48, "word": " هذه", "probability": 0.29052734375}, {"start": 163.48, "end": 163.66, "word": " اللي", "probability": 0.82861328125}, {"start": 163.66, "end": 164.12, "word": " هتفوز", "probability": 0.94853515625}, {"start": 164.12, "end": 164.44, "word": " و", "probability": 0.70947265625}, {"start": 164.44, "end": 164.68, "word": " بس", "probability": 0.98828125}, {"start": 164.68, "end": 164.82, "word": " و", "probability": 0.88232421875}, {"start": 164.82, "end": 165.0, "word": " إجت", "probability": 0.7340494791666666}, {"start": 165.0, "end": 165.24, "word": " منها", "probability": 0.989013671875}, {"start": 165.24, "end": 165.58, "word": " كلمة", "probability": 0.98681640625}, {"start": 165.58, "end": 166.16, "word": " competitive", "probability": 0.9521484375}, {"start": 166.16, "end": 166.76, "word": " learning", "probability": 0.94189453125}, {"start": 166.76, "end": 167.34, "word": " و", "probability": 0.57421875}, {"start": 167.34, "end": 167.52, "word": " اللي", "probability": 0.972900390625}, {"start": 167.52, "end": 167.94, "word": " هنتكلم", "probability": 0.9786376953125}, {"start": 167.94, "end": 168.18, "word": " عنها", "probability": 0.995361328125}, {"start": 168.18, "end": 168.56, "word": " لاحقا", "probability": 0.966796875}, {"start": 168.56, "end": 169.2, "word": " طيب", "probability": 0.9181315104166666}, {"start": 169.2, "end": 169.54, "word": " هذه", "probability": 0.74609375}, {"start": 169.54, "end": 169.88, "word": " الحقيقة", "probability": 0.9933268229166666}, {"start": 169.88, "end": 170.54, "word": " قدمت", "probability": 0.8883463541666666}, {"start": 170.54, "end": 170.84, "word": " في", "probability": 0.91748046875}, {"start": 170.84, "end": 171.2, "word": " بداية", "probability": 0.951171875}, {"start": 171.2, "end": 171.32, "word": " ال", "probability": 0.334228515625}, {"start": 171.32, "end": 172.14, "word": " 1977", "probability": 0.09197998046875}, {"start": 172.14, "end": 172.82, "word": " في", "probability": 0.6611328125}, {"start": 172.82, "end": 173.4, "word": " السبعينات", "probability": 0.9271647135416666}, {"start": 173.4, "end": 174.22, "word": " تقريبا", "probability": 0.99580078125}, {"start": 174.22, "end": 174.68, "word": " و", "probability": 0.9609375}, {"start": 174.68, "end": 175.08, "word": " بدأنا", "probability": 0.9827473958333334}, {"start": 175.08, "end": 175.46, "word": " نشطل", "probability": 0.853271484375}, {"start": 175.46, "end": 175.86, "word": " عليها", "probability": 0.985107421875}, {"start": 175.86, "end": 176.16, "word": " و", "probability": 0.9912109375}, {"start": 176.16, "end": 176.52, "word": " يمكن", "probability": 0.74365234375}], "temperature": 1.0}, {"id": 9, "seek": 20250, "start": 177.34, "end": 202.5, "text": "Cohen كان أول واحد صاغها بشكل algorithm في بداية التمانينات أو في أواخر التمانينات الحقيقة في أواخر التمانينات وكان بيسميها self-organizing feature maps أو عادة كتير بتسمعوها كلمة SOM اللي هي self-organizing map كتير بيستخدموها كلمة SOM وبيشتغلوا عليها والحقيقة اللي لها نتائج كتير ممتازة في بعض المجالات اللي علاقة بال AI", "tokens": [34, 1445, 268, 25961, 5551, 12610, 36764, 24401, 20328, 5718, 118, 11296, 4724, 8592, 28820, 9284, 8978, 4724, 28259, 10632, 16712, 2304, 7649, 9957, 9307, 34051, 8978, 34051, 47283, 2288, 16712, 2304, 7649, 9957, 9307, 21542, 38436, 28671, 8978, 34051, 47283, 2288, 16712, 2304, 7649, 9957, 9307, 4032, 41361, 4724, 1829, 38251, 1829, 11296, 2698, 12, 12372, 3319, 4111, 11317, 34051, 6225, 18513, 3660, 9122, 2655, 13546, 39894, 38251, 3615, 2407, 11296, 9122, 19528, 3660, 318, 5251, 13672, 1829, 39896, 2698, 12, 12372, 3319, 4471, 9122, 2655, 13546, 4724, 1829, 14851, 9778, 40448, 2407, 11296, 9122, 19528, 3660, 318, 5251, 4032, 21292, 8592, 2655, 17082, 1211, 14407, 25894, 11296, 16070, 5016, 38436, 28671, 13672, 1829, 5296, 11296, 8717, 2655, 16373, 7435, 9122, 2655, 13546, 3714, 2304, 2655, 31377, 3660, 8978, 45030, 11242, 9673, 7435, 6027, 9307, 13672, 1829, 11203, 995, 28671, 20666, 7318], "avg_logprob": -0.13726129041363797, "compression_ratio": 1.89568345323741, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 177.34, "end": 178.06, "word": "Cohen", "probability": 0.6702473958333334}, {"start": 178.06, "end": 178.58, "word": " كان", "probability": 0.375244140625}, {"start": 178.58, "end": 178.92, "word": " أول", "probability": 0.89013671875}, {"start": 178.92, "end": 179.36, "word": " واحد", "probability": 0.984619140625}, {"start": 179.36, "end": 180.4, "word": " صاغها", "probability": 0.9271240234375}, {"start": 180.4, "end": 181.56, "word": " بشكل", "probability": 0.9889322916666666}, {"start": 181.56, "end": 182.52, "word": " algorithm", "probability": 0.7548828125}, {"start": 182.52, "end": 183.02, "word": " في", "probability": 0.95166015625}, {"start": 183.02, "end": 183.48, "word": " بداية", "probability": 0.8854166666666666}, {"start": 183.48, "end": 184.02, "word": " التمانينات", "probability": 0.712158203125}, {"start": 184.02, "end": 184.12, "word": " أو", "probability": 0.91455078125}, {"start": 184.12, "end": 184.24, "word": " في", "probability": 0.95947265625}, {"start": 184.24, "end": 184.56, "word": " أواخر", "probability": 0.8968098958333334}, {"start": 184.56, "end": 184.94, "word": " التمانينات", "probability": 0.96953125}, {"start": 184.94, "end": 185.38, "word": " الحقيقة", "probability": 0.9391276041666666}, {"start": 185.38, "end": 185.76, "word": " في", "probability": 0.54248046875}, {"start": 185.76, "end": 186.08, "word": " أواخر", "probability": 0.986328125}, {"start": 186.08, "end": 186.5, "word": " التمانينات", "probability": 0.96865234375}, {"start": 186.5, "end": 186.68, "word": " وكان", "probability": 0.913330078125}, {"start": 186.68, "end": 187.2, "word": " بيسميها", "probability": 0.803515625}, {"start": 187.2, "end": 187.46, "word": " self", "probability": 0.79833984375}, {"start": 187.46, "end": 188.1, "word": "-organizing", "probability": 0.7902018229166666}, {"start": 188.1, "end": 188.56, "word": " feature", "probability": 0.92626953125}, {"start": 188.56, "end": 189.22, "word": " maps", "probability": 0.935546875}, {"start": 189.22, "end": 189.68, "word": " أو", "probability": 0.71875}, {"start": 189.68, "end": 190.7, "word": " عادة", "probability": 0.9910481770833334}, {"start": 190.7, "end": 191.0, "word": " كتير", "probability": 0.8361002604166666}, {"start": 191.0, "end": 191.6, "word": " بتسمعوها", "probability": 0.9490234375}, {"start": 191.6, "end": 192.04, "word": " كلمة", "probability": 0.9855143229166666}, {"start": 192.04, "end": 192.34, "word": " SOM", "probability": 0.71630859375}, {"start": 192.34, "end": 193.08, "word": " اللي", "probability": 0.89404296875}, {"start": 193.08, "end": 193.34, "word": " هي", "probability": 0.947265625}, {"start": 193.34, "end": 193.64, "word": " self", "probability": 0.88623046875}, {"start": 193.64, "end": 194.24, "word": "-organizing", "probability": 0.8873697916666666}, {"start": 194.24, "end": 194.58, "word": " map", "probability": 0.87744140625}, {"start": 194.58, "end": 195.3, "word": " كتير", "probability": 0.9627278645833334}, {"start": 195.3, "end": 195.86, "word": " بيستخدموها", "probability": 0.98681640625}, {"start": 195.86, "end": 196.16, "word": " كلمة", "probability": 0.9918619791666666}, {"start": 196.16, "end": 196.44, "word": " SOM", "probability": 0.961181640625}, {"start": 196.44, "end": 197.32, "word": " وبيشتغلوا", "probability": 0.9266880580357143}, {"start": 197.32, "end": 197.6, "word": " عليها", "probability": 0.987548828125}, {"start": 197.6, "end": 197.96, "word": " والحقيقة", "probability": 0.81243896484375}, {"start": 197.96, "end": 198.06, "word": " اللي", "probability": 0.626220703125}, {"start": 198.06, "end": 198.12, "word": " لها", "probability": 0.672119140625}, {"start": 198.12, "end": 198.48, "word": " نتائج", "probability": 0.9808349609375}, {"start": 198.48, "end": 198.88, "word": " كتير", "probability": 0.9679361979166666}, {"start": 198.88, "end": 200.06, "word": " ممتازة", "probability": 0.97890625}, {"start": 200.06, "end": 200.2, "word": " في", "probability": 0.97412109375}, {"start": 200.2, "end": 200.48, "word": " بعض", "probability": 0.964599609375}, {"start": 200.48, "end": 201.22, "word": " المجالات", "probability": 0.9959716796875}, {"start": 201.22, "end": 201.7, "word": " اللي", "probability": 0.981201171875}, {"start": 201.7, "end": 202.1, "word": " علاقة", "probability": 0.679443359375}, {"start": 202.1, "end": 202.24, "word": " بال", "probability": 0.98828125}, {"start": 202.24, "end": 202.5, "word": " AI", "probability": 0.849609375}], "temperature": 1.0}, {"id": 10, "seek": 21973, "start": 203.33, "end": 219.73, "text": "و ال expert system ك expert systems okay لان ال self-organizing feature map ايش يعني؟ و من وين اجت؟ احنا لعندي لان لاحظوا ان كل اشي احنا بندرسه في ال neural network فيه مرجعية بيولوجية", "tokens": [2407, 2423, 5844, 1185, 9122, 5844, 3652, 1392, 5296, 7649, 2423, 2698, 12, 12372, 3319, 4111, 4471, 1975, 1829, 8592, 37495, 22653, 22807, 4032, 9154, 4032, 9957, 1975, 7435, 2655, 22807, 1975, 5016, 8315, 5296, 3615, 1863, 16254, 5296, 7649, 20193, 5016, 19913, 14407, 16472, 28242, 1975, 8592, 1829, 1975, 5016, 8315, 44945, 3215, 2288, 3794, 3224, 8978, 2423, 18161, 3209, 8978, 3224, 3714, 47341, 3615, 10632, 4724, 1829, 12610, 29245, 10632], "avg_logprob": -0.2326626728658807, "compression_ratio": 1.451086956521739, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 203.33, "end": 204.05, "word": "و", "probability": 0.935546875}, {"start": 204.05, "end": 204.15, "word": " ال", "probability": 0.6240234375}, {"start": 204.15, "end": 204.37, "word": " expert", "probability": 0.6669921875}, {"start": 204.37, "end": 204.79, "word": " system", "probability": 0.81640625}, {"start": 204.79, "end": 204.95, "word": " ك", "probability": 0.78271484375}, {"start": 204.95, "end": 205.31, "word": " expert", "probability": 0.63671875}, {"start": 205.31, "end": 206.11, "word": " systems", "probability": 0.6806640625}, {"start": 206.11, "end": 206.67, "word": " okay", "probability": 0.390625}, {"start": 206.67, "end": 207.31, "word": " لان", "probability": 0.5714111328125}, {"start": 207.31, "end": 207.45, "word": " ال", "probability": 0.5166015625}, {"start": 207.45, "end": 207.61, "word": " self", "probability": 0.83984375}, {"start": 207.61, "end": 208.29, "word": "-organizing", "probability": 0.7379557291666666}, {"start": 208.29, "end": 208.87, "word": " feature", "probability": 0.93310546875}, {"start": 208.87, "end": 209.43, "word": " map", "probability": 0.515625}, {"start": 209.43, "end": 209.95, "word": " ايش", "probability": 0.7623697916666666}, {"start": 209.95, "end": 211.01, "word": " يعني؟", "probability": 0.7932942708333334}, {"start": 211.01, "end": 211.13, "word": " و", "probability": 0.92724609375}, {"start": 211.13, "end": 211.23, "word": " من", "probability": 0.95654296875}, {"start": 211.23, "end": 211.41, "word": " وين", "probability": 0.826171875}, {"start": 211.41, "end": 212.35, "word": " اجت؟", "probability": 0.8817138671875}, {"start": 212.35, "end": 212.61, "word": " احنا", "probability": 0.8893229166666666}, {"start": 212.61, "end": 213.29, "word": " لعندي", "probability": 0.813720703125}, {"start": 213.29, "end": 213.53, "word": " لان", "probability": 0.74560546875}, {"start": 213.53, "end": 214.01, "word": " لاحظوا", "probability": 0.9200439453125}, {"start": 214.01, "end": 214.35, "word": " ان", "probability": 0.84130859375}, {"start": 214.35, "end": 214.67, "word": " كل", "probability": 0.97265625}, {"start": 214.67, "end": 214.97, "word": " اشي", "probability": 0.8605143229166666}, {"start": 214.97, "end": 215.17, "word": " احنا", "probability": 0.9680989583333334}, {"start": 215.17, "end": 215.79, "word": " بندرسه", "probability": 0.8568359375}, {"start": 215.79, "end": 216.09, "word": " في", "probability": 0.8955078125}, {"start": 216.09, "end": 216.19, "word": " ال", "probability": 0.87451171875}, {"start": 216.19, "end": 216.45, "word": " neural", "probability": 0.7861328125}, {"start": 216.45, "end": 217.05, "word": " network", "probability": 0.95556640625}, {"start": 217.05, "end": 217.41, "word": " فيه", "probability": 0.86669921875}, {"start": 217.41, "end": 218.67, "word": " مرجعية", "probability": 0.765533447265625}, {"start": 218.67, "end": 219.73, "word": " بيولوجية", "probability": 0.96650390625}], "temperature": 1.0}, {"id": 11, "seek": 24512, "start": 220.4, "end": 245.12, "text": "فيه له مرجعية من ال anatomy نفسه، من ال physiology نفسه للجسم، من طبيعة تفكيئ الجسم نفسه كيف بيشتغل، وتحديدا يمكن على neural network أو الدماغ، على حركة الدماغ نفسها، فلو جينا اتكلمنا عن برضه ال self organizing map، من وين اجت؟ اجت بشكل أساسي من فكرة ال cerebral .. ال cerebral .. cerebral cortex هذه", "tokens": [41185, 3224, 46740, 3714, 47341, 3615, 10632, 9154, 2423, 31566, 8717, 36178, 3224, 12399, 9154, 2423, 43585, 8717, 36178, 3224, 24976, 7435, 38251, 12399, 9154, 23032, 21292, 27884, 6055, 5172, 4117, 1829, 19986, 25724, 38251, 8717, 36178, 3224, 9122, 33911, 4724, 1829, 8592, 2655, 17082, 1211, 12399, 34683, 5016, 16254, 28259, 7251, 43020, 15844, 18161, 3209, 34051, 32748, 2304, 5718, 118, 12399, 15844, 11331, 31747, 3660, 32748, 2304, 5718, 118, 8717, 36178, 11296, 12399, 6156, 1211, 2407, 10874, 1829, 8315, 1975, 2655, 4117, 19528, 8315, 18871, 4724, 43042, 3224, 2423, 2698, 17608, 4471, 12399, 9154, 4032, 9957, 1975, 7435, 2655, 22807, 1975, 7435, 2655, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 9154, 6156, 4117, 25720, 2423, 43561, 4386, 2423, 43561, 4386, 43561, 33312, 29538], "avg_logprob": -0.15262499856948852, "compression_ratio": 1.6934306569343065, "no_speech_prob": 0.0, "words": [{"start": 220.4, "end": 220.64, "word": "فيه", "probability": 0.86376953125}, {"start": 220.64, "end": 220.74, "word": " له", "probability": 0.454345703125}, {"start": 220.74, "end": 221.38, "word": " مرجعية", "probability": 0.94482421875}, {"start": 221.38, "end": 221.86, "word": " من", "probability": 0.9921875}, {"start": 221.86, "end": 222.12, "word": " ال", "probability": 0.94189453125}, {"start": 222.12, "end": 222.42, "word": " anatomy", "probability": 0.2783203125}, {"start": 222.42, "end": 222.82, "word": " نفسه،", "probability": 0.86102294921875}, {"start": 222.82, "end": 222.9, "word": " من", "probability": 0.98779296875}, {"start": 222.9, "end": 223.08, "word": " ال", "probability": 0.8271484375}, {"start": 223.08, "end": 223.42, "word": " physiology", "probability": 0.966796875}, {"start": 223.42, "end": 223.92, "word": " نفسه", "probability": 0.9886067708333334}, {"start": 223.92, "end": 224.7, "word": " للجسم،", "probability": 0.9686279296875}, {"start": 224.7, "end": 224.88, "word": " من", "probability": 0.9921875}, {"start": 224.88, "end": 225.42, "word": " طبيعة", "probability": 0.8683268229166666}, {"start": 225.42, "end": 225.86, "word": " تفكيئ", "probability": 0.831494140625}, {"start": 225.86, "end": 226.56, "word": " الجسم", "probability": 0.96240234375}, {"start": 226.56, "end": 226.84, "word": " نفسه", "probability": 0.94482421875}, {"start": 226.84, "end": 226.96, "word": " كيف", "probability": 0.9033203125}, {"start": 226.96, "end": 227.68, "word": " بيشتغل،", "probability": 0.89208984375}, {"start": 227.68, "end": 228.1, "word": " وتحديدا", "probability": 0.787109375}, {"start": 228.1, "end": 228.36, "word": " يمكن", "probability": 0.6834716796875}, {"start": 228.36, "end": 228.54, "word": " على", "probability": 0.87744140625}, {"start": 228.54, "end": 228.8, "word": " neural", "probability": 0.89111328125}, {"start": 228.8, "end": 229.2, "word": " network", "probability": 0.9638671875}, {"start": 229.2, "end": 229.36, "word": " أو", "probability": 0.79931640625}, {"start": 229.36, "end": 230.24, "word": " الدماغ،", "probability": 0.8712890625}, {"start": 230.24, "end": 230.4, "word": " على", "probability": 0.8779296875}, {"start": 230.4, "end": 231.0, "word": " حركة", "probability": 0.9886067708333334}, {"start": 231.0, "end": 231.34, "word": " الدماغ", "probability": 0.98876953125}, {"start": 231.34, "end": 232.08, "word": " نفسها،", "probability": 0.84039306640625}, {"start": 232.08, "end": 232.28, "word": " فلو", "probability": 0.9796549479166666}, {"start": 232.28, "end": 232.46, "word": " جينا", "probability": 0.9729817708333334}, {"start": 232.46, "end": 233.02, "word": " اتكلمنا", "probability": 0.915625}, {"start": 233.02, "end": 233.2, "word": " عن", "probability": 0.97705078125}, {"start": 233.2, "end": 233.6, "word": " برضه", "probability": 0.9093424479166666}, {"start": 233.6, "end": 234.06, "word": " ال", "probability": 0.85986328125}, {"start": 234.06, "end": 234.26, "word": " self", "probability": 0.78759765625}, {"start": 234.26, "end": 235.06, "word": " organizing", "probability": 0.48828125}, {"start": 235.06, "end": 236.46, "word": " map،", "probability": 0.763671875}, {"start": 236.46, "end": 236.62, "word": " من", "probability": 0.9775390625}, {"start": 236.62, "end": 236.8, "word": " وين", "probability": 0.89453125}, {"start": 236.8, "end": 237.32, "word": " اجت؟", "probability": 0.81817626953125}, {"start": 237.32, "end": 237.56, "word": " اجت", "probability": 0.97314453125}, {"start": 237.56, "end": 238.12, "word": " بشكل", "probability": 0.8966471354166666}, {"start": 238.12, "end": 238.5, "word": " أساسي", "probability": 0.925048828125}, {"start": 238.5, "end": 238.62, "word": " من", "probability": 0.99267578125}, {"start": 238.62, "end": 239.04, "word": " فكرة", "probability": 0.9889322916666666}, {"start": 239.04, "end": 239.66, "word": " ال", "probability": 0.91064453125}, {"start": 239.66, "end": 240.82, "word": " cerebral", "probability": 0.50830078125}, {"start": 240.82, "end": 240.88, "word": " ..", "probability": 0.453369140625}, {"start": 240.88, "end": 241.1, "word": " ال", "probability": 0.689453125}, {"start": 241.1, "end": 241.52, "word": " cerebral", "probability": 0.8125}, {"start": 241.52, "end": 242.32, "word": " ..", "probability": 0.88916015625}, {"start": 242.32, "end": 243.22, "word": " cerebral", "probability": 0.728515625}, {"start": 243.22, "end": 244.7, "word": " cortex", "probability": 0.9384765625}, {"start": 244.7, "end": 245.12, "word": " هذه", "probability": 0.6708984375}], "temperature": 1.0}, {"id": 12, "seek": 27423, "start": 246.07, "end": 274.23, "text": "اللي هي ال cerebral cortex أو القشرة الدماغية .. القشرة الدماغية عاملة بالضبط زي الورقة ومجعدة بحيث انها يعني تطلع بشكل كاراوي و .. أجال طبعا من الشكل العظم .. العظم تحته مباشرة هذه فعليا هي مراكز تخزين أو مراكز إحساس فعليا لأن كلها أعصاب وكل حاسة من حواسنا بيكون لها مركز لل .. لل .. للإحساس فيها", "tokens": [6027, 20292, 39896, 2423, 43561, 33312, 34051, 25062, 8592, 25720, 32748, 2304, 5718, 118, 10632, 4386, 25062, 8592, 25720, 32748, 2304, 5718, 118, 10632, 6225, 10943, 37977, 20666, 11242, 3555, 9566, 30767, 1829, 2423, 13063, 28671, 4032, 2304, 7435, 3615, 41891, 4724, 5016, 1829, 12984, 16472, 11296, 37495, 22653, 6055, 9566, 1211, 3615, 4724, 8592, 28820, 9122, 9640, 995, 45865, 4032, 4386, 5551, 7435, 6027, 23032, 3555, 3615, 995, 9154, 25124, 28820, 18863, 19913, 2304, 4386, 18863, 19913, 2304, 6055, 33753, 3224, 3714, 3555, 33599, 25720, 29538, 6156, 3615, 20292, 995, 39896, 3714, 23557, 4117, 11622, 6055, 9778, 11622, 9957, 34051, 3714, 23557, 4117, 11622, 11933, 5016, 3794, 32277, 6156, 3615, 20292, 995, 5296, 33456, 28242, 11296, 5551, 3615, 9381, 16758, 4032, 28820, 11331, 32277, 3660, 9154, 11331, 14407, 3794, 8315, 4724, 1829, 30544, 5296, 11296, 3714, 31747, 11622, 24976, 4386, 24976, 4386, 24976, 28814, 5016, 3794, 32277, 8978, 11296], "avg_logprob": -0.14383277750962617, "compression_ratio": 1.914179104477612, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 246.07, "end": 246.39, "word": "اللي", "probability": 0.966796875}, {"start": 246.39, "end": 246.67, "word": " هي", "probability": 0.896484375}, {"start": 246.67, "end": 247.37, "word": " ال", "probability": 0.818359375}, {"start": 247.37, "end": 247.75, "word": " cerebral", "probability": 0.345703125}, {"start": 247.75, "end": 248.79, "word": " cortex", "probability": 0.93505859375}, {"start": 248.79, "end": 249.19, "word": " أو", "probability": 0.8037109375}, {"start": 249.19, "end": 249.99, "word": " القشرة", "probability": 0.9801432291666666}, {"start": 249.99, "end": 251.11, "word": " الدماغية", "probability": 0.94248046875}, {"start": 251.11, "end": 251.55, "word": " ..", "probability": 0.2467041015625}, {"start": 251.55, "end": 251.87, "word": " القشرة", "probability": 0.9757486979166666}, {"start": 251.87, "end": 252.27, "word": " الدماغية", "probability": 0.985546875}, {"start": 252.27, "end": 252.55, "word": " عاملة", "probability": 0.99267578125}, {"start": 252.55, "end": 252.85, "word": " بالضبط", "probability": 0.967041015625}, {"start": 252.85, "end": 253.07, "word": " زي", "probability": 0.97021484375}, {"start": 253.07, "end": 253.53, "word": " الورقة", "probability": 0.97119140625}, {"start": 253.53, "end": 254.95, "word": " ومجعدة", "probability": 0.795263671875}, {"start": 254.95, "end": 255.45, "word": " بحيث", "probability": 0.934326171875}, {"start": 255.45, "end": 255.63, "word": " انها", "probability": 0.7314453125}, {"start": 255.63, "end": 256.27, "word": " يعني", "probability": 0.69677734375}, {"start": 256.27, "end": 256.63, "word": " تطلع", "probability": 0.978515625}, {"start": 256.63, "end": 256.97, "word": " بشكل", "probability": 0.96875}, {"start": 256.97, "end": 257.61, "word": " كاراوي", "probability": 0.6202392578125}, {"start": 257.61, "end": 258.37, "word": " و", "probability": 0.6689453125}, {"start": 258.37, "end": 258.75, "word": " ..", "probability": 0.19189453125}, {"start": 258.75, "end": 259.55, "word": " أجال", "probability": 0.7068684895833334}, {"start": 259.55, "end": 259.83, "word": " طبعا", "probability": 0.9866943359375}, {"start": 259.83, "end": 259.99, "word": " من", "probability": 0.96533203125}, {"start": 259.99, "end": 260.43, "word": " الشكل", "probability": 0.933837890625}, {"start": 260.43, "end": 260.89, "word": " العظم", "probability": 0.9840494791666666}, {"start": 260.89, "end": 260.97, "word": " ..", "probability": 0.70458984375}, {"start": 260.97, "end": 261.35, "word": " العظم", "probability": 0.9886067708333334}, {"start": 261.35, "end": 261.99, "word": " تحته", "probability": 0.95458984375}, {"start": 261.99, "end": 262.71, "word": " مباشرة", "probability": 0.99267578125}, {"start": 262.71, "end": 263.27, "word": " هذه", "probability": 0.270263671875}, {"start": 263.27, "end": 263.77, "word": " فعليا", "probability": 0.9156494140625}, {"start": 263.77, "end": 263.91, "word": " هي", "probability": 0.486083984375}, {"start": 263.91, "end": 264.31, "word": " مراكز", "probability": 0.9874267578125}, {"start": 264.31, "end": 264.81, "word": " تخزين", "probability": 0.99365234375}, {"start": 264.81, "end": 265.17, "word": " أو", "probability": 0.56103515625}, {"start": 265.17, "end": 265.77, "word": " مراكز", "probability": 0.9923095703125}, {"start": 265.77, "end": 266.57, "word": " إحساس", "probability": 0.945556640625}, {"start": 266.57, "end": 267.29, "word": " فعليا", "probability": 0.938232421875}, {"start": 267.29, "end": 267.49, "word": " لأن", "probability": 0.71240234375}, {"start": 267.49, "end": 267.77, "word": " كلها", "probability": 0.979736328125}, {"start": 267.77, "end": 268.31, "word": " أعصاب", "probability": 0.9781494140625}, {"start": 268.31, "end": 269.11, "word": " وكل", "probability": 0.864013671875}, {"start": 269.11, "end": 270.25, "word": " حاسة", "probability": 0.9840494791666666}, {"start": 270.25, "end": 270.51, "word": " من", "probability": 0.99658203125}, {"start": 270.51, "end": 271.35, "word": " حواسنا", "probability": 0.843505859375}, {"start": 271.35, "end": 271.97, "word": " بيكون", "probability": 0.8688151041666666}, {"start": 271.97, "end": 272.17, "word": " لها", "probability": 0.894775390625}, {"start": 272.17, "end": 272.63, "word": " مركز", "probability": 0.9881184895833334}, {"start": 272.63, "end": 272.85, "word": " لل", "probability": 0.7685546875}, {"start": 272.85, "end": 272.97, "word": " ..", "probability": 0.6767578125}, {"start": 272.97, "end": 273.23, "word": " لل", "probability": 0.94482421875}, {"start": 273.23, "end": 273.43, "word": " ..", "probability": 0.366943359375}, {"start": 273.43, "end": 273.95, "word": " للإحساس", "probability": 0.958984375}, {"start": 273.95, "end": 274.23, "word": " فيها", "probability": 0.992431640625}], "temperature": 1.0}, {"id": 13, "seek": 30369, "start": 274.77, "end": 303.69, "text": "على هذه ال cerebral cortex هذه تمام القشرة الدماغية هنجد مثلا ان في مكان معين الإحساس بالبصر مكان آخر إحساس السمع مكان آخر إحساس اللامس مثلا and so on زي ال motion الحركة ال visual ال visual هذه فيه human activities اللي خاصة بال visual في الصوت", "tokens": [3615, 23942, 29538, 2423, 43561, 33312, 29538, 46811, 10943, 25062, 8592, 25720, 32748, 2304, 5718, 118, 10632, 8032, 1863, 7435, 3215, 50113, 15040, 16472, 8978, 3714, 41361, 20449, 9957, 33688, 5016, 3794, 32277, 20666, 3555, 9381, 2288, 3714, 41361, 19753, 34740, 11933, 5016, 3794, 32277, 21136, 2304, 3615, 3714, 41361, 19753, 34740, 11933, 5016, 3794, 32277, 13672, 10943, 3794, 50113, 15040, 293, 370, 322, 30767, 1829, 2423, 5394, 21542, 31747, 3660, 2423, 5056, 2423, 5056, 29538, 8978, 3224, 1952, 5354, 13672, 1829, 16490, 33546, 3660, 20666, 5056, 8978, 31767, 35473], "avg_logprob": -0.1358173083473038, "compression_ratio": 1.786046511627907, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 274.77, "end": 275.13, "word": "على", "probability": 0.944580078125}, {"start": 275.13, "end": 275.55, "word": " هذه", "probability": 0.96142578125}, {"start": 275.55, "end": 277.11, "word": " ال", "probability": 0.88427734375}, {"start": 277.11, "end": 279.61, "word": " cerebral", "probability": 0.351318359375}, {"start": 279.61, "end": 281.23, "word": " cortex", "probability": 0.60986328125}, {"start": 281.23, "end": 281.65, "word": " هذه", "probability": 0.455078125}, {"start": 281.65, "end": 283.13, "word": " تمام", "probability": 0.826904296875}, {"start": 283.13, "end": 284.51, "word": " القشرة", "probability": 0.9503580729166666}, {"start": 284.51, "end": 285.15, "word": " الدماغية", "probability": 0.95341796875}, {"start": 285.15, "end": 285.71, "word": " هنجد", "probability": 0.822021484375}, {"start": 285.71, "end": 286.07, "word": " مثلا", "probability": 0.971923828125}, {"start": 286.07, "end": 286.45, "word": " ان", "probability": 0.47021484375}, {"start": 286.45, "end": 286.63, "word": " في", "probability": 0.85888671875}, {"start": 286.63, "end": 287.17, "word": " مكان", "probability": 0.95849609375}, {"start": 287.17, "end": 287.59, "word": " معين", "probability": 0.987060546875}, {"start": 287.59, "end": 288.31, "word": " الإحساس", "probability": 0.8681640625}, {"start": 288.31, "end": 288.87, "word": " بالبصر", "probability": 0.983642578125}, {"start": 288.87, "end": 289.33, "word": " مكان", "probability": 0.809814453125}, {"start": 289.33, "end": 289.69, "word": " آخر", "probability": 0.684326171875}, {"start": 289.69, "end": 290.31, "word": " إحساس", "probability": 0.973876953125}, {"start": 290.31, "end": 290.75, "word": " السمع", "probability": 0.8483072916666666}, {"start": 290.75, "end": 291.25, "word": " مكان", "probability": 0.86279296875}, {"start": 291.25, "end": 291.57, "word": " آخر", "probability": 0.9560546875}, {"start": 291.57, "end": 292.05, "word": " إحساس", "probability": 0.985107421875}, {"start": 292.05, "end": 293.61, "word": " اللامس", "probability": 0.8434244791666666}, {"start": 293.61, "end": 294.03, "word": " مثلا", "probability": 0.990966796875}, {"start": 294.03, "end": 294.43, "word": " and", "probability": 0.93115234375}, {"start": 294.43, "end": 294.61, "word": " so", "probability": 0.94677734375}, {"start": 294.61, "end": 294.83, "word": " on", "probability": 0.95263671875}, {"start": 294.83, "end": 295.27, "word": " زي", "probability": 0.906494140625}, {"start": 295.27, "end": 295.47, "word": " ال", "probability": 0.943359375}, {"start": 295.47, "end": 295.81, "word": " motion", "probability": 0.9755859375}, {"start": 295.81, "end": 296.67, "word": " الحركة", "probability": 0.94189453125}, {"start": 296.67, "end": 297.19, "word": " ال", "probability": 0.9560546875}, {"start": 297.19, "end": 297.95, "word": " visual", "probability": 0.96923828125}, {"start": 297.95, "end": 298.35, "word": " ال", "probability": 0.66943359375}, {"start": 298.35, "end": 298.61, "word": " visual", "probability": 0.97314453125}, {"start": 298.61, "end": 298.89, "word": " هذه", "probability": 0.8173828125}, {"start": 298.89, "end": 299.09, "word": " فيه", "probability": 0.858154296875}, {"start": 299.09, "end": 299.29, "word": " human", "probability": 0.8486328125}, {"start": 299.29, "end": 299.91, "word": " activities", "probability": 0.943359375}, {"start": 299.91, "end": 301.11, "word": " اللي", "probability": 0.815673828125}, {"start": 301.11, "end": 301.41, "word": " خاصة", "probability": 0.94921875}, {"start": 301.41, "end": 301.51, "word": " بال", "probability": 0.94677734375}, {"start": 301.51, "end": 301.85, "word": " visual", "probability": 0.9365234375}, {"start": 301.85, "end": 302.29, "word": " في", "probability": 0.7744140625}, {"start": 302.29, "end": 303.69, "word": " الصوت", "probability": 0.93017578125}], "temperature": 1.0}, {"id": 14, "seek": 32058, "start": 304.14, "end": 320.58, "text": "اللي جام ال audio، ال .. ال somatosensory .. ال somatosensory اللي هي لها علاقة بالحركة، بالحركة فعليا، كل هذه خلينا نسميهم الأدوات الحسية للإنسان، فيها لها مركز للإحساس", "tokens": [6027, 20292, 10874, 10943, 2423, 6278, 12399, 2423, 4386, 2423, 3307, 26818, 694, 827, 4386, 2423, 3307, 26818, 694, 827, 13672, 1829, 39896, 5296, 11296, 11203, 995, 28671, 20666, 5016, 31747, 3660, 12399, 20666, 5016, 31747, 3660, 6156, 3615, 20292, 995, 12399, 28242, 29538, 16490, 20292, 8315, 8717, 38251, 1829, 16095, 16247, 3215, 2407, 9307, 21542, 3794, 10632, 24976, 28814, 1863, 3794, 7649, 12399, 8978, 11296, 5296, 11296, 3714, 31747, 11622, 24976, 28814, 5016, 3794, 32277], "avg_logprob": -0.20231330472153503, "compression_ratio": 1.6272189349112427, "no_speech_prob": 1.9669532775878906e-06, "words": [{"start": 304.14, "end": 304.38, "word": "اللي", "probability": 0.791015625}, {"start": 304.38, "end": 304.52, "word": " جام", "probability": 0.802734375}, {"start": 304.52, "end": 304.62, "word": " ال", "probability": 0.492919921875}, {"start": 304.62, "end": 305.48, "word": " audio،", "probability": 0.53765869140625}, {"start": 305.48, "end": 305.84, "word": " ال", "probability": 0.89599609375}, {"start": 305.84, "end": 306.62, "word": " ..", "probability": 0.51123046875}, {"start": 306.62, "end": 308.0, "word": " ال", "probability": 0.490478515625}, {"start": 308.0, "end": 309.34, "word": " somatosensory", "probability": 0.85223388671875}, {"start": 309.34, "end": 309.56, "word": " ..", "probability": 0.3037109375}, {"start": 309.56, "end": 309.76, "word": " ال", "probability": 0.70068359375}, {"start": 309.76, "end": 310.44, "word": " somatosensory", "probability": 0.916015625}, {"start": 310.44, "end": 310.72, "word": " اللي", "probability": 0.90869140625}, {"start": 310.72, "end": 310.9, "word": " هي", "probability": 0.76806640625}, {"start": 310.9, "end": 311.08, "word": " لها", "probability": 0.574951171875}, {"start": 311.08, "end": 311.3, "word": " علاقة", "probability": 0.9671223958333334}, {"start": 311.3, "end": 312.34, "word": " بالحركة،", "probability": 0.88212890625}, {"start": 312.34, "end": 313.16, "word": " بالحركة", "probability": 0.9832763671875}, {"start": 313.16, "end": 314.16, "word": " فعليا،", "probability": 0.8150390625}, {"start": 314.16, "end": 314.38, "word": " كل", "probability": 0.95751953125}, {"start": 314.38, "end": 314.78, "word": " هذه", "probability": 0.97314453125}, {"start": 314.78, "end": 315.86, "word": " خلينا", "probability": 0.705322265625}, {"start": 315.86, "end": 316.26, "word": " نسميهم", "probability": 0.9832763671875}, {"start": 316.26, "end": 316.96, "word": " الأدوات", "probability": 0.97802734375}, {"start": 316.96, "end": 317.72, "word": " الحسية", "probability": 0.9462890625}, {"start": 317.72, "end": 319.26, "word": " للإنسان،", "probability": 0.9440104166666666}, {"start": 319.26, "end": 319.42, "word": " فيها", "probability": 0.77685546875}, {"start": 319.42, "end": 319.52, "word": " لها", "probability": 0.810791015625}, {"start": 319.52, "end": 319.9, "word": " مركز", "probability": 0.99072265625}, {"start": 319.9, "end": 320.58, "word": " للإحساس", "probability": 0.9626953125}], "temperature": 1.0}, {"id": 15, "seek": 33636, "start": 321.04, "end": 336.36, "text": "يعني بمعنى لما نتكلم عن النظر البصر البصر العين نفسها هدا هي ال sensor هدا هي الأداء اللي هتنقل الإشارة من إشارة مرئية أو إشارة ضوئية لإيش لإشارة كهربائية صغيرة جدا بال micro", "tokens": [40228, 22653, 4724, 2304, 3615, 1863, 7578, 5296, 15042, 8717, 2655, 4117, 19528, 18871, 28239, 19913, 2288, 29739, 9381, 2288, 29739, 9381, 2288, 18863, 9957, 8717, 36178, 11296, 8032, 28259, 39896, 2423, 10200, 8032, 28259, 39896, 16247, 3215, 16606, 13672, 1829, 8032, 2655, 1863, 4587, 1211, 33688, 8592, 9640, 3660, 9154, 11933, 8592, 9640, 3660, 3714, 2288, 19986, 10632, 34051, 11933, 8592, 9640, 3660, 48812, 2407, 19986, 10632, 5296, 28814, 1829, 8592, 5296, 28814, 8592, 9640, 3660, 9122, 3224, 25513, 16373, 10632, 20328, 17082, 48923, 10874, 28259, 20666, 4532], "avg_logprob": -0.1389756926231914, "compression_ratio": 1.8154761904761905, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 321.04, "end": 321.28, "word": "يعني", "probability": 0.85888671875}, {"start": 321.28, "end": 321.54, "word": " بمعنى", "probability": 0.93037109375}, {"start": 321.54, "end": 321.68, "word": " لما", "probability": 0.685302734375}, {"start": 321.68, "end": 321.96, "word": " نتكلم", "probability": 0.875732421875}, {"start": 321.96, "end": 322.1, "word": " عن", "probability": 0.869140625}, {"start": 322.1, "end": 322.52, "word": " النظر", "probability": 0.7523600260416666}, {"start": 322.52, "end": 322.94, "word": " البصر", "probability": 0.9388020833333334}, {"start": 322.94, "end": 323.7, "word": " البصر", "probability": 0.88427734375}, {"start": 323.7, "end": 324.6, "word": " العين", "probability": 0.957275390625}, {"start": 324.6, "end": 324.98, "word": " نفسها", "probability": 0.9571940104166666}, {"start": 324.98, "end": 325.12, "word": " هدا", "probability": 0.32470703125}, {"start": 325.12, "end": 325.24, "word": " هي", "probability": 0.74267578125}, {"start": 325.24, "end": 325.36, "word": " ال", "probability": 0.9306640625}, {"start": 325.36, "end": 325.7, "word": " sensor", "probability": 0.830078125}, {"start": 325.7, "end": 326.12, "word": " هدا", "probability": 0.7373046875}, {"start": 326.12, "end": 326.22, "word": " هي", "probability": 0.93505859375}, {"start": 326.22, "end": 326.76, "word": " الأداء", "probability": 0.8642578125}, {"start": 326.76, "end": 327.22, "word": " اللي", "probability": 0.754150390625}, {"start": 327.22, "end": 328.28, "word": " هتنقل", "probability": 0.976953125}, {"start": 328.28, "end": 329.32, "word": " الإشارة", "probability": 0.9862060546875}, {"start": 329.32, "end": 329.62, "word": " من", "probability": 0.92041015625}, {"start": 329.62, "end": 330.46, "word": " إشارة", "probability": 0.991943359375}, {"start": 330.46, "end": 331.26, "word": " مرئية", "probability": 0.8955078125}, {"start": 331.26, "end": 331.44, "word": " أو", "probability": 0.94677734375}, {"start": 331.44, "end": 331.72, "word": " إشارة", "probability": 0.9873046875}, {"start": 331.72, "end": 332.7, "word": " ضوئية", "probability": 0.8492431640625}, {"start": 332.7, "end": 333.78, "word": " لإيش", "probability": 0.7923583984375}, {"start": 333.78, "end": 334.6, "word": " لإشارة", "probability": 0.91689453125}, {"start": 334.6, "end": 335.18, "word": " كهربائية", "probability": 0.9853515625}, {"start": 335.18, "end": 335.6, "word": " صغيرة", "probability": 0.9954427083333334}, {"start": 335.6, "end": 335.88, "word": " جدا", "probability": 0.9931640625}, {"start": 335.88, "end": 336.06, "word": " بال", "probability": 0.984375}, {"start": 336.06, "end": 336.36, "word": " micro", "probability": 0.91943359375}], "temperature": 1.0}, {"id": 16, "seek": 36647, "start": 337.21, "end": 366.47, "text": "Volt في العصب .. في العصب البصري عشان تنتقل وين ما مصدر الإحساس فيها أو القرار تبعها في مركز محدد داخل على القشرة مركز محدد على القشرة الجانبية الدماغية كويس و هذه عبارة عن .. طبعا بتحتوي القشرة نفسها على مليارات لـ neurons و ال connections between them بتصل لمئات المليارات من التواصلات أو ال .. ال synapses between them", "tokens": [53, 4837, 8978, 18863, 9381, 3555, 4386, 8978, 18863, 9381, 3555, 29739, 9381, 16572, 6225, 8592, 7649, 6055, 29399, 4587, 1211, 4032, 9957, 19446, 3714, 9381, 3215, 2288, 33688, 5016, 3794, 32277, 8978, 11296, 34051, 25062, 2288, 9640, 6055, 3555, 3615, 11296, 8978, 3714, 31747, 11622, 3714, 24401, 3215, 11778, 47283, 1211, 15844, 25062, 8592, 25720, 3714, 31747, 11622, 3714, 24401, 3215, 15844, 25062, 8592, 25720, 25724, 7649, 3555, 10632, 32748, 2304, 5718, 118, 10632, 9122, 45865, 3794, 4032, 29538, 6225, 3555, 9640, 3660, 18871, 4386, 23032, 3555, 3615, 995, 39894, 33753, 45865, 25062, 8592, 25720, 8717, 36178, 11296, 15844, 3714, 20292, 9640, 9307, 5296, 39184, 22027, 4032, 2423, 9271, 1296, 552, 39894, 36520, 32767, 19986, 9307, 9673, 20292, 9640, 9307, 9154, 16712, 2407, 33546, 1211, 9307, 34051, 2423, 4386, 2423, 5451, 2382, 279, 1296, 552], "avg_logprob": -0.12009580465998963, "compression_ratio": 1.8551236749116609, "no_speech_prob": 0.269287109375, "words": [{"start": 337.21, "end": 337.69, "word": "Volt", "probability": 0.47119140625}, {"start": 337.69, "end": 338.29, "word": " في", "probability": 0.869140625}, {"start": 338.29, "end": 338.83, "word": " العصب", "probability": 0.9830729166666666}, {"start": 338.83, "end": 338.97, "word": " ..", "probability": 0.4140625}, {"start": 338.97, "end": 339.15, "word": " في", "probability": 0.865234375}, {"start": 339.15, "end": 340.79, "word": " العصب", "probability": 0.8893229166666666}, {"start": 340.79, "end": 341.23, "word": " البصري", "probability": 0.9951171875}, {"start": 341.23, "end": 341.75, "word": " عشان", "probability": 0.87255859375}, {"start": 341.75, "end": 342.35, "word": " تنتقل", "probability": 0.9932861328125}, {"start": 342.35, "end": 342.97, "word": " وين", "probability": 0.93603515625}, {"start": 342.97, "end": 343.15, "word": " ما", "probability": 0.716796875}, {"start": 343.15, "end": 343.63, "word": " مصدر", "probability": 0.99462890625}, {"start": 343.63, "end": 344.07, "word": " الإحساس", "probability": 0.86236572265625}, {"start": 344.07, "end": 344.27, "word": " فيها", "probability": 0.97802734375}, {"start": 344.27, "end": 344.37, "word": " أو", "probability": 0.69580078125}, {"start": 344.37, "end": 344.81, "word": " القرار", "probability": 0.982421875}, {"start": 344.81, "end": 345.33, "word": " تبعها", "probability": 0.917724609375}, {"start": 345.33, "end": 345.83, "word": " في", "probability": 0.9365234375}, {"start": 345.83, "end": 346.43, "word": " مركز", "probability": 0.9938151041666666}, {"start": 346.43, "end": 346.97, "word": " محدد", "probability": 0.9938151041666666}, {"start": 346.97, "end": 347.49, "word": " داخل", "probability": 0.9736328125}, {"start": 347.49, "end": 347.85, "word": " على", "probability": 0.8779296875}, {"start": 347.85, "end": 348.31, "word": " القشرة", "probability": 0.9830729166666666}, {"start": 348.31, "end": 348.99, "word": " مركز", "probability": 0.85107421875}, {"start": 348.99, "end": 349.75, "word": " محدد", "probability": 0.9825846354166666}, {"start": 349.75, "end": 349.91, "word": " على", "probability": 0.6484375}, {"start": 349.91, "end": 350.79, "word": " القشرة", "probability": 0.9921875}, {"start": 350.79, "end": 351.39, "word": " الجانبية", "probability": 0.9915771484375}, {"start": 351.39, "end": 351.93, "word": " الدماغية", "probability": 0.96845703125}, {"start": 351.93, "end": 352.57, "word": " كويس", "probability": 0.8291015625}, {"start": 352.57, "end": 353.07, "word": " و", "probability": 0.398193359375}, {"start": 353.07, "end": 353.67, "word": " هذه", "probability": 0.5322265625}, {"start": 353.67, "end": 353.99, "word": " عبارة", "probability": 0.996337890625}, {"start": 353.99, "end": 354.21, "word": " عن", "probability": 0.99267578125}, {"start": 354.21, "end": 354.53, "word": " ..", "probability": 0.55712890625}, {"start": 354.53, "end": 354.83, "word": " طبعا", "probability": 0.9735107421875}, {"start": 354.83, "end": 355.27, "word": " بتحتوي", "probability": 0.8912760416666666}, {"start": 355.27, "end": 355.67, "word": " القشرة", "probability": 0.98583984375}, {"start": 355.67, "end": 356.29, "word": " نفسها", "probability": 0.9970703125}, {"start": 356.29, "end": 356.63, "word": " على", "probability": 0.84716796875}, {"start": 356.63, "end": 357.91, "word": " مليارات", "probability": 0.9935302734375}, {"start": 357.91, "end": 358.19, "word": " لـ", "probability": 0.4896240234375}, {"start": 358.19, "end": 358.55, "word": " neurons", "probability": 0.62744140625}, {"start": 358.55, "end": 359.27, "word": " و", "probability": 0.966796875}, {"start": 359.27, "end": 359.61, "word": " ال", "probability": 0.97509765625}, {"start": 359.61, "end": 359.99, "word": " connections", "probability": 0.95654296875}, {"start": 359.99, "end": 360.41, "word": " between", "probability": 0.95849609375}, {"start": 360.41, "end": 360.73, "word": " them", "probability": 0.93359375}, {"start": 360.73, "end": 361.23, "word": " بتصل", "probability": 0.86083984375}, {"start": 361.23, "end": 361.83, "word": " لمئات", "probability": 0.8610026041666666}, {"start": 361.83, "end": 362.47, "word": " المليارات", "probability": 0.9908447265625}, {"start": 362.47, "end": 362.67, "word": " من", "probability": 0.9873046875}, {"start": 362.67, "end": 364.03, "word": " التواصلات", "probability": 0.96923828125}, {"start": 364.03, "end": 364.35, "word": " أو", "probability": 0.71826171875}, {"start": 364.35, "end": 364.79, "word": " ال", "probability": 0.9384765625}, {"start": 364.79, "end": 364.79, "word": " ..", "probability": 0.6416015625}, {"start": 364.79, "end": 365.15, "word": " ال", "probability": 0.791015625}, {"start": 365.15, "end": 365.75, "word": " synapses", "probability": 0.8053385416666666}, {"start": 365.75, "end": 366.23, "word": " between", "probability": 0.962890625}, {"start": 366.23, "end": 366.47, "word": " them", "probability": 0.9375}], "temperature": 1.0}, {"id": 17, "seek": 39392, "start": 367.28, "end": 393.92, "text": "between them منها إجت فكرة الحقيقة ال self-organizing computational map انه في عند هنا ال input ال input هده خلاص هده X واحد X واحد جويس اللي هي خليني نقول العصب البصري هنا في عصب بصري X واحد طيب في العصب السمعي", "tokens": [32387, 552, 9154, 11296, 11933, 7435, 2655, 6156, 4117, 25720, 21542, 38436, 28671, 2423, 2698, 12, 12372, 3319, 28270, 4471, 16472, 3224, 8978, 43242, 34105, 2423, 4846, 2423, 4846, 8032, 3215, 3224, 16490, 1211, 33546, 8032, 3215, 3224, 1783, 36764, 24401, 1783, 36764, 24401, 10874, 45865, 3794, 13672, 1829, 39896, 16490, 1211, 9957, 1829, 8717, 39648, 18863, 9381, 3555, 29739, 9381, 16572, 34105, 8978, 6225, 9381, 3555, 4724, 9381, 16572, 1783, 36764, 24401, 23032, 1829, 3555, 8978, 18863, 9381, 3555, 21136, 2304, 3615, 1829], "avg_logprob": -0.19669117717181936, "compression_ratio": 1.63, "no_speech_prob": 2.562999725341797e-06, "words": [{"start": 367.28, "end": 367.58, "word": "between", "probability": 0.912109375}, {"start": 367.58, "end": 368.32, "word": " them", "probability": 0.9267578125}, {"start": 368.32, "end": 368.96, "word": " منها", "probability": 0.9208984375}, {"start": 368.96, "end": 369.18, "word": " إجت", "probability": 0.6666666666666666}, {"start": 369.18, "end": 369.48, "word": " فكرة", "probability": 0.9825846354166666}, {"start": 369.48, "end": 369.88, "word": " الحقيقة", "probability": 0.7932942708333334}, {"start": 369.88, "end": 370.0, "word": " ال", "probability": 0.57861328125}, {"start": 370.0, "end": 370.12, "word": " self", "probability": 0.45068359375}, {"start": 370.12, "end": 370.8, "word": "-organizing", "probability": 0.7115071614583334}, {"start": 370.8, "end": 371.64, "word": " computational", "probability": 0.9384765625}, {"start": 371.64, "end": 372.54, "word": " map", "probability": 0.9267578125}, {"start": 372.54, "end": 373.44, "word": " انه", "probability": 0.6610107421875}, {"start": 373.44, "end": 373.88, "word": " في", "probability": 0.794921875}, {"start": 373.88, "end": 374.06, "word": " عند", "probability": 0.91796875}, {"start": 374.06, "end": 374.38, "word": " هنا", "probability": 0.685546875}, {"start": 374.38, "end": 374.7, "word": " ال", "probability": 0.87451171875}, {"start": 374.7, "end": 375.12, "word": " input", "probability": 0.98291015625}, {"start": 375.12, "end": 375.54, "word": " ال", "probability": 0.787109375}, {"start": 375.54, "end": 375.74, "word": " input", "probability": 0.99267578125}, {"start": 375.74, "end": 376.18, "word": " هده", "probability": 0.511474609375}, {"start": 376.18, "end": 376.56, "word": " خلاص", "probability": 0.9619140625}, {"start": 376.56, "end": 376.84, "word": " هده", "probability": 0.6774088541666666}, {"start": 376.84, "end": 377.06, "word": " X", "probability": 0.427734375}, {"start": 377.06, "end": 377.9, "word": " واحد", "probability": 0.7344970703125}, {"start": 377.9, "end": 378.52, "word": " X", "probability": 0.7177734375}, {"start": 378.52, "end": 379.12, "word": " واحد", "probability": 0.97216796875}, {"start": 379.12, "end": 379.74, "word": " جويس", "probability": 0.8282877604166666}, {"start": 379.74, "end": 380.18, "word": " اللي", "probability": 0.910888671875}, {"start": 380.18, "end": 380.34, "word": " هي", "probability": 0.81787109375}, {"start": 380.34, "end": 380.74, "word": " خليني", "probability": 0.728759765625}, {"start": 380.74, "end": 381.14, "word": " نقول", "probability": 0.810546875}, {"start": 381.14, "end": 381.94, "word": " العصب", "probability": 0.9822591145833334}, {"start": 381.94, "end": 382.58, "word": " البصري", "probability": 0.9931640625}, {"start": 382.58, "end": 386.24, "word": " هنا", "probability": 0.966796875}, {"start": 386.24, "end": 386.48, "word": " في", "probability": 0.96484375}, {"start": 386.48, "end": 387.4, "word": " عصب", "probability": 0.9851888020833334}, {"start": 387.4, "end": 388.02, "word": " بصري", "probability": 0.9947916666666666}, {"start": 388.02, "end": 389.38, "word": " X", "probability": 0.984375}, {"start": 389.38, "end": 389.88, "word": " واحد", "probability": 0.9658203125}, {"start": 389.88, "end": 391.2, "word": " طيب", "probability": 0.9464518229166666}, {"start": 391.2, "end": 391.72, "word": " في", "probability": 0.9384765625}, {"start": 391.72, "end": 393.18, "word": " العصب", "probability": 0.99560546875}, {"start": 393.18, "end": 393.92, "word": " السمعي", "probability": 0.9024658203125}], "temperature": 1.0}, {"id": 18, "seek": 41658, "start": 395.04, "end": 416.58, "text": "اللي بده يوصل إشارة السماعة خانلينا نقول X2 هذه وين هتروح؟ هتروح الحقيقة على القشرة القشرة الدماغية اللي موجودة في الدماغ في الدماغ وخلينا نفترض أنها حاجة بهذا الشكل مثلا هذه هيك القشرة جزء من القشرة الدماغية هنجد أن هذه بتروح بتوصل مجموعة", "tokens": [6027, 20292, 47525, 3224, 7251, 2407, 36520, 11933, 8592, 9640, 3660, 21136, 15042, 27884, 16490, 7649, 20292, 8315, 8717, 39648, 1783, 17, 29538, 4032, 9957, 8032, 2655, 32887, 5016, 22807, 8032, 2655, 32887, 5016, 21542, 38436, 28671, 15844, 25062, 8592, 25720, 25062, 8592, 25720, 32748, 2304, 5718, 118, 10632, 13672, 1829, 3714, 29245, 23328, 3660, 8978, 32748, 2304, 5718, 118, 8978, 32748, 2304, 5718, 118, 4032, 9778, 20292, 8315, 8717, 5172, 2655, 43042, 14739, 11296, 11331, 26108, 3660, 39627, 15730, 25124, 28820, 50113, 15040, 29538, 39896, 4117, 25062, 8592, 25720, 10874, 11622, 38207, 9154, 25062, 8592, 25720, 32748, 2304, 5718, 118, 10632, 8032, 1863, 7435, 3215, 14739, 29538, 39894, 32887, 5016, 39894, 2407, 36520, 3714, 7435, 2304, 2407, 27884], "avg_logprob": -0.18359375198682149, "compression_ratio": 2.0865384615384617, "no_speech_prob": 9.894371032714844e-06, "words": [{"start": 395.04, "end": 395.26, "word": "اللي", "probability": 0.611572265625}, {"start": 395.26, "end": 395.48, "word": " بده", "probability": 0.4998779296875}, {"start": 395.48, "end": 395.72, "word": " يوصل", "probability": 0.9244791666666666}, {"start": 395.72, "end": 396.34, "word": " إشارة", "probability": 0.9521484375}, {"start": 396.34, "end": 397.2, "word": " السماعة", "probability": 0.7937825520833334}, {"start": 397.2, "end": 397.76, "word": " خانلينا", "probability": 0.590118408203125}, {"start": 397.76, "end": 397.9, "word": " نقول", "probability": 0.986328125}, {"start": 397.9, "end": 398.52, "word": " X2", "probability": 0.791748046875}, {"start": 398.52, "end": 398.98, "word": " هذه", "probability": 0.303466796875}, {"start": 398.98, "end": 399.16, "word": " وين", "probability": 0.6888427734375}, {"start": 399.16, "end": 399.86, "word": " هتروح؟", "probability": 0.816064453125}, {"start": 399.86, "end": 400.22, "word": " هتروح", "probability": 0.975830078125}, {"start": 400.22, "end": 400.64, "word": " الحقيقة", "probability": 0.9698893229166666}, {"start": 400.64, "end": 400.82, "word": " على", "probability": 0.89892578125}, {"start": 400.82, "end": 401.44, "word": " القشرة", "probability": 0.986328125}, {"start": 401.44, "end": 402.94, "word": " القشرة", "probability": 0.9720052083333334}, {"start": 402.94, "end": 403.62, "word": " الدماغية", "probability": 0.9498046875}, {"start": 403.62, "end": 404.08, "word": " اللي", "probability": 0.930419921875}, {"start": 404.08, "end": 404.6, "word": " موجودة", "probability": 0.9874267578125}, {"start": 404.6, "end": 404.86, "word": " في", "probability": 0.96875}, {"start": 404.86, "end": 405.46, "word": " الدماغ", "probability": 0.943359375}, {"start": 405.46, "end": 405.68, "word": " في", "probability": 0.27099609375}, {"start": 405.68, "end": 406.16, "word": " الدماغ", "probability": 0.9766845703125}, {"start": 406.16, "end": 406.66, "word": " وخلينا", "probability": 0.6629638671875}, {"start": 406.66, "end": 407.04, "word": " نفترض", "probability": 0.9921875}, {"start": 407.04, "end": 407.4, "word": " أنها", "probability": 0.4361572265625}, {"start": 407.4, "end": 407.96, "word": " حاجة", "probability": 0.9873046875}, {"start": 407.96, "end": 408.22, "word": " بهذا", "probability": 0.959228515625}, {"start": 408.22, "end": 408.6, "word": " الشكل", "probability": 0.990966796875}, {"start": 408.6, "end": 409.04, "word": " مثلا", "probability": 0.981201171875}, {"start": 409.04, "end": 411.06, "word": " هذه", "probability": 0.48486328125}, {"start": 411.06, "end": 411.4, "word": " هيك", "probability": 0.5283203125}, {"start": 411.4, "end": 411.98, "word": " القشرة", "probability": 0.85498046875}, {"start": 411.98, "end": 412.3, "word": " جزء", "probability": 0.9427083333333334}, {"start": 412.3, "end": 412.42, "word": " من", "probability": 0.99169921875}, {"start": 412.42, "end": 412.72, "word": " القشرة", "probability": 0.9903971354166666}, {"start": 412.72, "end": 413.24, "word": " الدماغية", "probability": 0.98642578125}, {"start": 413.24, "end": 413.82, "word": " هنجد", "probability": 0.892822265625}, {"start": 413.82, "end": 413.98, "word": " أن", "probability": 0.7890625}, {"start": 413.98, "end": 414.24, "word": " هذه", "probability": 0.603515625}, {"start": 414.24, "end": 414.58, "word": " بتروح", "probability": 0.9441731770833334}, {"start": 414.58, "end": 415.32, "word": " بتوصل", "probability": 0.7596028645833334}, {"start": 415.32, "end": 416.58, "word": " مجموعة", "probability": 0.97236328125}], "temperature": 1.0}, {"id": 19, "seek": 44235, "start": 417.27, "end": 442.35, "text": "الـ neurons هنا فبقول إنه المركز هدد على القشرة الدماغية يمثل مركز الإحساس بالبصر أو المركز البصري السمعة هتكون إلها برضه مكان موجود فهدي توصيلها للجزء هدول بمعنى هتكون بهذا الشكل لمجموعة الخلايا أو مجموعة الأعصاب اللي حوالين بعضها هنا حوالين بعضها عشان توطيني مركز", "tokens": [6027, 39184, 22027, 34105, 6156, 3555, 39648, 36145, 3224, 9673, 31747, 11622, 8032, 3215, 3215, 15844, 25062, 8592, 25720, 32748, 2304, 5718, 118, 10632, 7251, 2304, 12984, 1211, 3714, 31747, 11622, 33688, 5016, 3794, 32277, 20666, 3555, 9381, 2288, 34051, 9673, 31747, 11622, 29739, 9381, 16572, 21136, 2304, 27884, 8032, 2655, 30544, 11933, 1211, 11296, 4724, 43042, 3224, 3714, 41361, 3714, 29245, 23328, 6156, 3224, 16254, 33427, 9381, 26895, 11296, 24976, 7435, 11622, 38207, 8032, 3215, 12610, 4724, 2304, 3615, 1863, 7578, 8032, 2655, 30544, 39627, 15730, 25124, 28820, 5296, 2304, 7435, 2304, 2407, 27884, 33962, 15040, 25528, 34051, 3714, 7435, 2304, 2407, 27884, 16247, 3615, 9381, 16758, 13672, 1829, 11331, 2407, 6027, 9957, 45030, 11242, 11296, 34105, 11331, 2407, 6027, 9957, 45030, 11242, 11296, 6225, 8592, 7649, 6055, 2407, 9566, 9957, 1829, 3714, 31747, 11622], "avg_logprob": -0.11119981447275537, "compression_ratio": 1.9314516129032258, "no_speech_prob": 5.4836273193359375e-06, "words": [{"start": 417.27, "end": 417.49, "word": "الـ", "probability": 0.753173828125}, {"start": 417.49, "end": 417.97, "word": " neurons", "probability": 0.84228515625}, {"start": 417.97, "end": 418.53, "word": " هنا", "probability": 0.96728515625}, {"start": 418.53, "end": 419.57, "word": " فبقول", "probability": 0.876953125}, {"start": 419.57, "end": 419.77, "word": " إنه", "probability": 0.4556884765625}, {"start": 419.77, "end": 420.15, "word": " المركز", "probability": 0.92626953125}, {"start": 420.15, "end": 420.51, "word": " هدد", "probability": 0.8116048177083334}, {"start": 420.51, "end": 420.77, "word": " على", "probability": 0.91357421875}, {"start": 420.77, "end": 421.27, "word": " القشرة", "probability": 0.9314778645833334}, {"start": 421.27, "end": 421.97, "word": " الدماغية", "probability": 0.9017578125}, {"start": 421.97, "end": 422.91, "word": " يمثل", "probability": 0.973388671875}, {"start": 422.91, "end": 423.69, "word": " مركز", "probability": 0.9915364583333334}, {"start": 423.69, "end": 424.43, "word": " الإحساس", "probability": 0.8907470703125}, {"start": 424.43, "end": 424.93, "word": " بالبصر", "probability": 0.983642578125}, {"start": 424.93, "end": 425.37, "word": " أو", "probability": 0.9404296875}, {"start": 425.37, "end": 425.79, "word": " المركز", "probability": 0.9646809895833334}, {"start": 425.79, "end": 426.25, "word": " البصري", "probability": 0.9939778645833334}, {"start": 426.25, "end": 428.11, "word": " السمعة", "probability": 0.734375}, {"start": 428.11, "end": 428.73, "word": " هتكون", "probability": 0.8649088541666666}, {"start": 428.73, "end": 429.01, "word": " إلها", "probability": 0.7166341145833334}, {"start": 429.01, "end": 429.41, "word": " برضه", "probability": 0.97705078125}, {"start": 429.41, "end": 430.09, "word": " مكان", "probability": 0.99267578125}, {"start": 430.09, "end": 430.95, "word": " موجود", "probability": 0.9855143229166666}, {"start": 430.95, "end": 431.93, "word": " فهدي", "probability": 0.7376302083333334}, {"start": 431.93, "end": 432.71, "word": " توصيلها", "probability": 0.95703125}, {"start": 432.71, "end": 433.93, "word": " للجزء", "probability": 0.940185546875}, {"start": 433.93, "end": 434.23, "word": " هدول", "probability": 0.92431640625}, {"start": 434.23, "end": 434.57, "word": " بمعنى", "probability": 0.92119140625}, {"start": 434.57, "end": 434.89, "word": " هتكون", "probability": 0.9609375}, {"start": 434.89, "end": 435.17, "word": " بهذا", "probability": 0.9326171875}, {"start": 435.17, "end": 435.91, "word": " الشكل", "probability": 0.993896484375}, {"start": 435.91, "end": 436.71, "word": " لمجموعة", "probability": 0.8767903645833334}, {"start": 436.71, "end": 437.25, "word": " الخلايا", "probability": 0.9383138020833334}, {"start": 437.25, "end": 437.37, "word": " أو", "probability": 0.94970703125}, {"start": 437.37, "end": 437.69, "word": " مجموعة", "probability": 0.91630859375}, {"start": 437.69, "end": 438.57, "word": " الأعصاب", "probability": 0.9674072265625}, {"start": 438.57, "end": 439.13, "word": " اللي", "probability": 0.968994140625}, {"start": 439.13, "end": 439.53, "word": " حوالين", "probability": 0.976806640625}, {"start": 439.53, "end": 439.89, "word": " بعضها", "probability": 0.9890950520833334}, {"start": 439.89, "end": 440.11, "word": " هنا", "probability": 0.95263671875}, {"start": 440.11, "end": 440.97, "word": " حوالين", "probability": 0.9541015625}, {"start": 440.97, "end": 441.29, "word": " بعضها", "probability": 0.9949544270833334}, {"start": 441.29, "end": 441.51, "word": " عشان", "probability": 0.9697265625}, {"start": 441.51, "end": 441.93, "word": " توطيني", "probability": 0.73330078125}, {"start": 441.93, "end": 442.35, "word": " مركز", "probability": 0.9928385416666666}], "temperature": 1.0}, {"id": 20, "seek": 47011, "start": 442.83, "end": 470.11, "text": "السمع داخل الدماغ مركز السمع للبصر داخل الدماغ فهذه هتكون بهذا الشكل طبعا ممكن يكون اكتر من feature لل input بحيث انه في النهاية هذه بتجسم على مجموعة بتوصل لمجموعة ال neurons هدول بتوصل لمجموعة neurons فهذه الفكرة الحقيقة اللي برضه طبية استوردناها و جبناها لل mathematics و منها لل engineering عشان نطلع", "tokens": [6027, 38251, 3615, 11778, 47283, 1211, 32748, 2304, 5718, 118, 3714, 31747, 11622, 21136, 2304, 3615, 24976, 3555, 9381, 2288, 11778, 47283, 1211, 32748, 2304, 5718, 118, 6156, 3224, 24192, 8032, 2655, 30544, 39627, 15730, 25124, 28820, 23032, 3555, 3615, 995, 3714, 43020, 7251, 30544, 1975, 4117, 2655, 2288, 9154, 4111, 24976, 4846, 4724, 5016, 1829, 12984, 16472, 3224, 8978, 28239, 11296, 10632, 29538, 39894, 7435, 38251, 15844, 3714, 7435, 2304, 2407, 27884, 39894, 2407, 36520, 32767, 7435, 2304, 2407, 27884, 2423, 22027, 8032, 3215, 12610, 39894, 2407, 36520, 32767, 7435, 2304, 2407, 27884, 22027, 6156, 3224, 24192, 27188, 4117, 25720, 21542, 38436, 28671, 13672, 1829, 4724, 43042, 3224, 23032, 3555, 10632, 44713, 13063, 3215, 8315, 11296, 4032, 10874, 3555, 8315, 11296, 24976, 18666, 4032, 9154, 11296, 24976, 7043, 6225, 8592, 7649, 8717, 9566, 1211, 3615], "avg_logprob": -0.12157846845849588, "compression_ratio": 1.867158671586716, "no_speech_prob": 3.844499588012695e-05, "words": [{"start": 442.83, "end": 443.31, "word": "السمع", "probability": 0.6962890625}, {"start": 443.31, "end": 444.15, "word": " داخل", "probability": 0.9344075520833334}, {"start": 444.15, "end": 444.53, "word": " الدماغ", "probability": 0.970947265625}, {"start": 444.53, "end": 445.51, "word": " مركز", "probability": 0.9124348958333334}, {"start": 445.51, "end": 446.17, "word": " السمع", "probability": 0.8917643229166666}, {"start": 446.17, "end": 447.23, "word": " للبصر", "probability": 0.81268310546875}, {"start": 447.23, "end": 447.69, "word": " داخل", "probability": 0.9679361979166666}, {"start": 447.69, "end": 448.13, "word": " الدماغ", "probability": 0.9837646484375}, {"start": 448.13, "end": 448.75, "word": " فهذه", "probability": 0.8430989583333334}, {"start": 448.75, "end": 449.33, "word": " هتكون", "probability": 0.841796875}, {"start": 449.33, "end": 449.63, "word": " بهذا", "probability": 0.931396484375}, {"start": 449.63, "end": 449.99, "word": " الشكل", "probability": 0.9931640625}, {"start": 449.99, "end": 450.43, "word": " طبعا", "probability": 0.930908203125}, {"start": 450.43, "end": 450.65, "word": " ممكن", "probability": 0.869873046875}, {"start": 450.65, "end": 450.87, "word": " يكون", "probability": 0.947998046875}, {"start": 450.87, "end": 451.15, "word": " اكتر", "probability": 0.8836669921875}, {"start": 451.15, "end": 451.29, "word": " من", "probability": 0.95654296875}, {"start": 451.29, "end": 451.59, "word": " feature", "probability": 0.83837890625}, {"start": 451.59, "end": 451.85, "word": " لل", "probability": 0.93212890625}, {"start": 451.85, "end": 452.19, "word": " input", "probability": 0.97509765625}, {"start": 452.19, "end": 452.69, "word": " بحيث", "probability": 0.944580078125}, {"start": 452.69, "end": 452.87, "word": " انه", "probability": 0.83349609375}, {"start": 452.87, "end": 452.93, "word": " في", "probability": 0.8671875}, {"start": 452.93, "end": 453.35, "word": " النهاية", "probability": 0.9401041666666666}, {"start": 453.35, "end": 453.95, "word": " هذه", "probability": 0.91650390625}, {"start": 453.95, "end": 454.87, "word": " بتجسم", "probability": 0.9147135416666666}, {"start": 454.87, "end": 455.15, "word": " على", "probability": 0.8994140625}, {"start": 455.15, "end": 455.73, "word": " مجموعة", "probability": 0.95791015625}, {"start": 455.73, "end": 456.63, "word": " بتوصل", "probability": 0.8011067708333334}, {"start": 456.63, "end": 457.31, "word": " لمجموعة", "probability": 0.9046875}, {"start": 457.31, "end": 458.03, "word": " ال", "probability": 0.77685546875}, {"start": 458.03, "end": 458.61, "word": " neurons", "probability": 0.7685546875}, {"start": 458.61, "end": 459.01, "word": " هدول", "probability": 0.8098958333333334}, {"start": 459.01, "end": 459.47, "word": " بتوصل", "probability": 0.83154296875}, {"start": 459.47, "end": 459.77, "word": " لمجموعة", "probability": 0.9171875}, {"start": 459.77, "end": 460.15, "word": " neurons", "probability": 0.66845703125}, {"start": 460.15, "end": 461.13, "word": " فهذه", "probability": 0.9293619791666666}, {"start": 461.13, "end": 461.51, "word": " الفكرة", "probability": 0.9930013020833334}, {"start": 461.51, "end": 461.95, "word": " الحقيقة", "probability": 0.9611002604166666}, {"start": 461.95, "end": 462.17, "word": " اللي", "probability": 0.93603515625}, {"start": 462.17, "end": 462.79, "word": " برضه", "probability": 0.9749348958333334}, {"start": 462.79, "end": 463.55, "word": " طبية", "probability": 0.8758138020833334}, {"start": 463.55, "end": 465.51, "word": " استوردناها", "probability": 0.97529296875}, {"start": 465.51, "end": 465.69, "word": " و", "probability": 0.59130859375}, {"start": 465.69, "end": 466.05, "word": " جبناها", "probability": 0.8177490234375}, {"start": 466.05, "end": 466.49, "word": " لل", "probability": 0.379638671875}, {"start": 466.49, "end": 467.01, "word": " mathematics", "probability": 0.69384765625}, {"start": 467.01, "end": 467.65, "word": " و", "probability": 0.98583984375}, {"start": 467.65, "end": 467.87, "word": " منها", "probability": 0.841552734375}, {"start": 467.87, "end": 468.13, "word": " لل", "probability": 0.9267578125}, {"start": 468.13, "end": 468.71, "word": " engineering", "probability": 0.94189453125}, {"start": 468.71, "end": 469.25, "word": " عشان", "probability": 0.9733072916666666}, {"start": 469.25, "end": 470.11, "word": " نطلع", "probability": 0.995849609375}], "temperature": 1.0}, {"id": 21, "seek": 49078, "start": 470.84, "end": 490.78, "text": "بحاجة اسمها الصوم و اللي هنتكلم عنها لاحقا هي بيبقى شكل أساسي و شكل أوضح هنجدها هنا فهنجد لو قولنا العصب البصري فرضا و العصب السماعي هذا هيؤدي", "tokens": [3555, 5016, 26108, 3660, 24525, 2304, 11296, 31767, 20498, 4032, 13672, 1829, 8032, 29399, 4117, 19528, 18871, 11296, 20193, 5016, 4587, 995, 39896, 4724, 1829, 3555, 4587, 7578, 13412, 28820, 5551, 3794, 32277, 1829, 4032, 13412, 28820, 34051, 11242, 5016, 8032, 1863, 7435, 3215, 11296, 34105, 6156, 3224, 1863, 7435, 3215, 45164, 12174, 12610, 8315, 18863, 9381, 3555, 29739, 9381, 16572, 6156, 43042, 995, 4032, 18863, 9381, 3555, 21136, 15042, 3615, 1829, 23758, 39896, 33604, 16254], "avg_logprob": -0.16680194418151656, "compression_ratio": 1.7364864864864864, "no_speech_prob": 6.4373016357421875e-06, "words": [{"start": 470.84, "end": 471.42, "word": "بحاجة", "probability": 0.852783203125}, {"start": 471.42, "end": 471.7, "word": " اسمها", "probability": 0.9671223958333334}, {"start": 471.7, "end": 472.08, "word": " الصوم", "probability": 0.560302734375}, {"start": 472.08, "end": 472.56, "word": " و", "probability": 0.50634765625}, {"start": 472.56, "end": 472.66, "word": " اللي", "probability": 0.7666015625}, {"start": 472.66, "end": 473.08, "word": " هنتكلم", "probability": 0.9073486328125}, {"start": 473.08, "end": 473.32, "word": " عنها", "probability": 0.98876953125}, {"start": 473.32, "end": 473.64, "word": " لاحقا", "probability": 0.7972412109375}, {"start": 473.64, "end": 473.78, "word": " هي", "probability": 0.282470703125}, {"start": 473.78, "end": 473.96, "word": " بيبقى", "probability": 0.84091796875}, {"start": 473.96, "end": 474.28, "word": " شكل", "probability": 0.90478515625}, {"start": 474.28, "end": 475.0, "word": " أساسي", "probability": 0.944091796875}, {"start": 475.0, "end": 475.08, "word": " و", "probability": 0.90283203125}, {"start": 475.08, "end": 475.32, "word": " شكل", "probability": 0.73974609375}, {"start": 475.32, "end": 475.78, "word": " أوضح", "probability": 0.9694010416666666}, {"start": 475.78, "end": 476.8, "word": " هنجدها", "probability": 0.9076171875}, {"start": 476.8, "end": 478.6, "word": " هنا", "probability": 0.9716796875}, {"start": 478.6, "end": 482.24, "word": " فهنجد", "probability": 0.925390625}, {"start": 482.24, "end": 482.84, "word": " لو", "probability": 0.93798828125}, {"start": 482.84, "end": 483.28, "word": " قولنا", "probability": 0.8317057291666666}, {"start": 483.28, "end": 486.42, "word": " العصب", "probability": 0.8600260416666666}, {"start": 486.42, "end": 486.86, "word": " البصري", "probability": 0.9921875}, {"start": 486.86, "end": 487.84, "word": " فرضا", "probability": 0.9651692708333334}, {"start": 487.84, "end": 488.12, "word": " و", "probability": 0.783203125}, {"start": 488.12, "end": 488.7, "word": " العصب", "probability": 0.953125}, {"start": 488.7, "end": 489.2, "word": " السماعي", "probability": 0.892578125}, {"start": 489.2, "end": 489.76, "word": " هذا", "probability": 0.79345703125}, {"start": 489.76, "end": 490.78, "word": " هيؤدي", "probability": 0.7703450520833334}], "temperature": 1.0}, {"id": 22, "seek": 50209, "start": 491.75, "end": 502.09, "text": "بطبعا بيعمل connection مع كل ال neurons على القشرة لكن بعض الأعصاب هذه ممكن أو بعض ال connections ال synapses ممكن تكون", "tokens": [3555, 9566, 3555, 3615, 995, 4724, 1829, 25957, 1211, 4984, 20449, 28242, 2423, 22027, 15844, 25062, 8592, 25720, 44381, 45030, 11242, 16247, 3615, 9381, 16758, 29538, 3714, 43020, 34051, 45030, 11242, 2423, 9271, 2423, 5451, 2382, 279, 3714, 43020, 6055, 30544], "avg_logprob": -0.1806175545567558, "compression_ratio": 1.4031007751937985, "no_speech_prob": 5.602836608886719e-06, "words": [{"start": 491.75, "end": 492.21, "word": "بطبعا", "probability": 0.78046875}, {"start": 492.21, "end": 492.47, "word": " بيعمل", "probability": 0.908935546875}, {"start": 492.47, "end": 492.81, "word": " connection", "probability": 0.72412109375}, {"start": 492.81, "end": 493.05, "word": " مع", "probability": 0.982421875}, {"start": 493.05, "end": 493.81, "word": " كل", "probability": 0.9462890625}, {"start": 493.81, "end": 494.87, "word": " ال", "probability": 0.64111328125}, {"start": 494.87, "end": 495.23, "word": " neurons", "probability": 0.90625}, {"start": 495.23, "end": 495.47, "word": " على", "probability": 0.8251953125}, {"start": 495.47, "end": 495.93, "word": " القشرة", "probability": 0.97802734375}, {"start": 495.93, "end": 497.01, "word": " لكن", "probability": 0.787109375}, {"start": 497.01, "end": 497.95, "word": " بعض", "probability": 0.97216796875}, {"start": 497.95, "end": 499.29, "word": " الأعصاب", "probability": 0.8890380859375}, {"start": 499.29, "end": 499.47, "word": " هذه", "probability": 0.533203125}, {"start": 499.47, "end": 499.73, "word": " ممكن", "probability": 0.788818359375}, {"start": 499.73, "end": 499.91, "word": " أو", "probability": 0.83251953125}, {"start": 499.91, "end": 500.11, "word": " بعض", "probability": 0.9931640625}, {"start": 500.11, "end": 500.21, "word": " ال", "probability": 0.93505859375}, {"start": 500.21, "end": 500.75, "word": " connections", "probability": 0.9541015625}, {"start": 500.75, "end": 501.01, "word": " ال", "probability": 0.47998046875}, {"start": 501.01, "end": 501.45, "word": " synapses", "probability": 0.7482096354166666}, {"start": 501.45, "end": 501.69, "word": " ممكن", "probability": 0.975830078125}, {"start": 501.69, "end": 502.09, "word": " تكون", "probability": 0.96875}], "temperature": 1.0}, {"id": 23, "seek": 53116, "start": 502.92, "end": 531.16, "text": "صار لها ضمور لأنه مش محتاجينها هو فعليا المركز اللي بتحكم أو بيحس بالبصر مركز في الجبهة غالبا في الجبهة فمعنى ذلك أن العصاب بين العصب البصري و في مؤخرة الرأس هتكون يعني ضامرة مالهاش فائدة هتستخدم فيها في حواس أخرى في حواس أخرى لكن هذه هتكون بتعطي عادة لل center و اللي هو هنا هاي عادة ال center", "tokens": [9381, 9640, 5296, 11296, 48812, 2304, 13063, 5296, 33456, 3224, 37893, 3714, 33753, 26108, 9957, 11296, 31439, 6156, 3615, 20292, 995, 9673, 31747, 11622, 13672, 1829, 39894, 5016, 24793, 34051, 4724, 1829, 5016, 3794, 20666, 3555, 9381, 2288, 3714, 31747, 11622, 8978, 25724, 3555, 3224, 3660, 32771, 6027, 3555, 995, 8978, 25724, 3555, 3224, 3660, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 14739, 18863, 9381, 16758, 49374, 18863, 9381, 3555, 29739, 9381, 16572, 4032, 8978, 3714, 33604, 34740, 3660, 34892, 10721, 3794, 8032, 2655, 30544, 37495, 22653, 48812, 10943, 25720, 3714, 6027, 3224, 33599, 6156, 16373, 41891, 8032, 2655, 14851, 9778, 40448, 8978, 11296, 8978, 11331, 14407, 3794, 5551, 34740, 7578, 8978, 11331, 14407, 3794, 5551, 34740, 7578, 44381, 29538, 8032, 2655, 30544, 39894, 3615, 9566, 1829, 6225, 18513, 3660, 24976, 3056, 4032, 13672, 1829, 31439, 34105, 8032, 47302, 6225, 18513, 3660, 2423, 3056], "avg_logprob": -0.11217672167153193, "compression_ratio": 1.9846743295019158, "no_speech_prob": 1.4901161193847656e-06, "words": [{"start": 502.92, "end": 503.28, "word": "صار", "probability": 0.9130859375}, {"start": 503.28, "end": 503.42, "word": " لها", "probability": 0.837890625}, {"start": 503.42, "end": 503.68, "word": " ضمور", "probability": 0.811279296875}, {"start": 503.68, "end": 503.98, "word": " لأنه", "probability": 0.826171875}, {"start": 503.98, "end": 504.12, "word": " مش", "probability": 0.96240234375}, {"start": 504.12, "end": 504.84, "word": " محتاجينها", "probability": 0.9900390625}, {"start": 504.84, "end": 505.2, "word": " هو", "probability": 0.78173828125}, {"start": 505.2, "end": 505.64, "word": " فعليا", "probability": 0.907958984375}, {"start": 505.64, "end": 506.18, "word": " المركز", "probability": 0.9659830729166666}, {"start": 506.18, "end": 506.6, "word": " اللي", "probability": 0.881591796875}, {"start": 506.6, "end": 507.16, "word": " بتحكم", "probability": 0.9479166666666666}, {"start": 507.16, "end": 507.32, "word": " أو", "probability": 0.78564453125}, {"start": 507.32, "end": 507.78, "word": " بيحس", "probability": 0.9666748046875}, {"start": 507.78, "end": 508.44, "word": " بالبصر", "probability": 0.97998046875}, {"start": 508.44, "end": 509.44, "word": " مركز", "probability": 0.9851888020833334}, {"start": 509.44, "end": 509.58, "word": " في", "probability": 0.9453125}, {"start": 509.58, "end": 509.96, "word": " الجبهة", "probability": 0.936279296875}, {"start": 509.96, "end": 510.68, "word": " غالبا", "probability": 0.9833984375}, {"start": 510.68, "end": 510.9, "word": " في", "probability": 0.62744140625}, {"start": 510.9, "end": 511.28, "word": " الجبهة", "probability": 0.9903564453125}, {"start": 511.28, "end": 511.94, "word": " فمعنى", "probability": 0.8935546875}, {"start": 511.94, "end": 512.12, "word": " ذلك", "probability": 0.98681640625}, {"start": 512.12, "end": 512.28, "word": " أن", "probability": 0.5126953125}, {"start": 512.28, "end": 512.82, "word": " العصاب", "probability": 0.9523111979166666}, {"start": 512.82, "end": 513.04, "word": " بين", "probability": 0.86083984375}, {"start": 513.04, "end": 514.68, "word": " العصب", "probability": 0.94873046875}, {"start": 514.68, "end": 515.22, "word": " البصري", "probability": 0.9921875}, {"start": 515.22, "end": 515.7, "word": " و", "probability": 0.98095703125}, {"start": 515.7, "end": 515.94, "word": " في", "probability": 0.68359375}, {"start": 515.94, "end": 516.52, "word": " مؤخرة", "probability": 0.8875732421875}, {"start": 516.52, "end": 516.98, "word": " الرأس", "probability": 0.9552408854166666}, {"start": 516.98, "end": 517.98, "word": " هتكون", "probability": 0.8992513020833334}, {"start": 517.98, "end": 518.52, "word": " يعني", "probability": 0.91943359375}, {"start": 518.52, "end": 519.2, "word": " ضامرة", "probability": 0.9388020833333334}, {"start": 519.2, "end": 519.62, "word": " مالهاش", "probability": 0.8492431640625}, {"start": 519.62, "end": 520.1, "word": " فائدة", "probability": 0.9845377604166666}, {"start": 520.1, "end": 520.7, "word": " هتستخدم", "probability": 0.93291015625}, {"start": 520.7, "end": 521.22, "word": " فيها", "probability": 0.79150390625}, {"start": 521.22, "end": 521.48, "word": " في", "probability": 0.6875}, {"start": 521.48, "end": 522.4, "word": " حواس", "probability": 0.8079427083333334}, {"start": 522.4, "end": 522.8, "word": " أخرى", "probability": 0.9664713541666666}, {"start": 522.8, "end": 522.94, "word": " في", "probability": 0.76611328125}, {"start": 522.94, "end": 523.38, "word": " حواس", "probability": 0.9339192708333334}, {"start": 523.38, "end": 523.98, "word": " أخرى", "probability": 0.9894205729166666}, {"start": 523.98, "end": 524.32, "word": " لكن", "probability": 0.91748046875}, {"start": 524.32, "end": 524.7, "word": " هذه", "probability": 0.587890625}, {"start": 524.7, "end": 525.28, "word": " هتكون", "probability": 0.97119140625}, {"start": 525.28, "end": 526.1, "word": " بتعطي", "probability": 0.9464111328125}, {"start": 526.1, "end": 526.96, "word": " عادة", "probability": 0.9796549479166666}, {"start": 526.96, "end": 527.18, "word": " لل", "probability": 0.9345703125}, {"start": 527.18, "end": 527.64, "word": " center", "probability": 0.72216796875}, {"start": 527.64, "end": 527.98, "word": " و", "probability": 0.328125}, {"start": 527.98, "end": 528.08, "word": " اللي", "probability": 0.96923828125}, {"start": 528.08, "end": 528.26, "word": " هو", "probability": 0.93896484375}, {"start": 528.26, "end": 528.62, "word": " هنا", "probability": 0.9931640625}, {"start": 528.62, "end": 529.64, "word": " هاي", "probability": 0.4864501953125}, {"start": 529.64, "end": 530.54, "word": " عادة", "probability": 0.97802734375}, {"start": 530.54, "end": 530.74, "word": " ال", "probability": 0.97802734375}, {"start": 530.74, "end": 531.16, "word": " center", "probability": 0.892578125}], "temperature": 1.0}, {"id": 24, "seek": 54335, "start": 532.25, "end": 543.35, "text": "واللي حواليها بدرجة اقل شوية منها .. بدرجة شوية اقل منها عشان اقول ان هذا هو مركز الاحساس بالبصر على القشرة مثلا", "tokens": [2407, 6027, 20292, 11331, 2407, 6027, 1829, 11296, 47525, 47341, 3660, 1975, 4587, 1211, 13412, 2407, 10632, 9154, 11296, 4386, 47525, 47341, 3660, 13412, 2407, 10632, 1975, 4587, 1211, 9154, 11296, 6225, 8592, 7649, 1975, 39648, 16472, 23758, 31439, 3714, 31747, 11622, 2423, 39319, 3794, 32277, 20666, 3555, 9381, 2288, 15844, 25062, 8592, 25720, 50113, 15040], "avg_logprob": -0.12520559210526316, "compression_ratio": 1.6209677419354838, "no_speech_prob": 1.0728836059570312e-06, "words": [{"start": 532.25, "end": 532.67, "word": "واللي", "probability": 0.9200846354166666}, {"start": 532.67, "end": 533.45, "word": " حواليها", "probability": 0.91923828125}, {"start": 533.45, "end": 535.89, "word": " بدرجة", "probability": 0.8888346354166666}, {"start": 535.89, "end": 536.29, "word": " اقل", "probability": 0.779296875}, {"start": 536.29, "end": 536.69, "word": " شوية", "probability": 0.8538411458333334}, {"start": 536.69, "end": 537.05, "word": " منها", "probability": 0.9501953125}, {"start": 537.05, "end": 537.29, "word": " ..", "probability": 0.32080078125}, {"start": 537.29, "end": 537.71, "word": " بدرجة", "probability": 0.86474609375}, {"start": 537.71, "end": 537.95, "word": " شوية", "probability": 0.84716796875}, {"start": 537.95, "end": 538.23, "word": " اقل", "probability": 0.9671223958333334}, {"start": 538.23, "end": 538.51, "word": " منها", "probability": 0.985595703125}, {"start": 538.51, "end": 538.91, "word": " عشان", "probability": 0.91650390625}, {"start": 538.91, "end": 539.11, "word": " اقول", "probability": 0.927978515625}, {"start": 539.11, "end": 539.25, "word": " ان", "probability": 0.8115234375}, {"start": 539.25, "end": 539.61, "word": " هذا", "probability": 0.79736328125}, {"start": 539.61, "end": 539.83, "word": " هو", "probability": 0.97314453125}, {"start": 539.83, "end": 540.49, "word": " مركز", "probability": 0.9912109375}, {"start": 540.49, "end": 541.13, "word": " الاحساس", "probability": 0.9190673828125}, {"start": 541.13, "end": 541.77, "word": " بالبصر", "probability": 0.986572265625}, {"start": 541.77, "end": 542.63, "word": " على", "probability": 0.6796875}, {"start": 542.63, "end": 543.03, "word": " القشرة", "probability": 0.9674479166666666}, {"start": 543.03, "end": 543.35, "word": " مثلا", "probability": 0.979736328125}], "temperature": 1.0}, {"id": 25, "seek": 56628, "start": 544.1, "end": 566.28, "text": "هذا طبعا تمثيل الـ 2D أو الـ two dimensional representation للفكرة طيب هذا لو صار activation فهيصير activation لهذا الموضوع واحد مسكرا و دانا و بتطلع بس بتفرج بس بتفرج بس فهذه هي اللي هيكون بجهها الإحساس بالرؤية البصر zero طيب لو عكسنا غمطنا عينيه و خلناه يسمع", "tokens": [3224, 15730, 23032, 3555, 3615, 995, 46811, 12984, 26895, 2423, 39184, 568, 35, 34051, 2423, 39184, 732, 18795, 10290, 24976, 5172, 4117, 25720, 23032, 1829, 3555, 23758, 45164, 20328, 9640, 24433, 6156, 3224, 1829, 9381, 13546, 24433, 46740, 15730, 9673, 2407, 11242, 45367, 36764, 24401, 47524, 4117, 23557, 4032, 11778, 7649, 995, 4032, 39894, 9566, 1211, 3615, 4724, 3794, 39894, 5172, 47341, 4724, 3794, 39894, 5172, 47341, 4724, 3794, 6156, 3224, 24192, 39896, 13672, 1829, 39896, 30544, 4724, 7435, 3224, 11296, 33688, 5016, 3794, 32277, 20666, 2288, 33604, 10632, 29739, 9381, 2288, 4018, 23032, 1829, 3555, 45164, 6225, 4117, 3794, 8315, 32771, 2304, 9566, 8315, 6225, 9957, 1829, 3224, 4032, 16490, 1211, 8315, 3224, 7251, 38251, 3615], "avg_logprob": -0.190015892356129, "compression_ratio": 1.6693227091633467, "no_speech_prob": 2.1457672119140625e-06, "words": [{"start": 544.1, "end": 544.4, "word": "هذا", "probability": 0.831787109375}, {"start": 544.4, "end": 544.66, "word": " طبعا", "probability": 0.9022216796875}, {"start": 544.66, "end": 545.08, "word": " تمثيل", "probability": 0.8076171875}, {"start": 545.08, "end": 545.6, "word": " الـ", "probability": 0.698486328125}, {"start": 545.6, "end": 545.88, "word": " 2D", "probability": 0.72119140625}, {"start": 545.88, "end": 546.28, "word": " أو", "probability": 0.7138671875}, {"start": 546.28, "end": 546.66, "word": " الـ", "probability": 0.9375}, {"start": 546.66, "end": 546.8, "word": " two", "probability": 0.463134765625}, {"start": 546.8, "end": 547.32, "word": " dimensional", "probability": 0.49267578125}, {"start": 547.32, "end": 548.96, "word": " representation", "probability": 0.8564453125}, {"start": 548.96, "end": 549.68, "word": " للفكرة", "probability": 0.968017578125}, {"start": 549.68, "end": 550.46, "word": " طيب", "probability": 0.9033203125}, {"start": 550.46, "end": 550.96, "word": " هذا", "probability": 0.424560546875}, {"start": 550.96, "end": 551.14, "word": " لو", "probability": 0.96044921875}, {"start": 551.14, "end": 551.32, "word": " صار", "probability": 0.94580078125}, {"start": 551.32, "end": 551.84, "word": " activation", "probability": 0.9833984375}, {"start": 551.84, "end": 552.46, "word": " فهيصير", "probability": 0.87900390625}, {"start": 552.46, "end": 552.76, "word": " activation", "probability": 0.97705078125}, {"start": 552.76, "end": 553.46, "word": " لهذا", "probability": 0.91064453125}, {"start": 553.46, "end": 553.98, "word": " الموضوع", "probability": 0.9989013671875}, {"start": 553.98, "end": 554.8, "word": " واحد", "probability": 0.960205078125}, {"start": 554.8, "end": 555.68, "word": " مسكرا", "probability": 0.59716796875}, {"start": 555.68, "end": 555.78, "word": " و", "probability": 0.57958984375}, {"start": 555.78, "end": 556.12, "word": " دانا", "probability": 0.7115885416666666}, {"start": 556.12, "end": 556.4, "word": " و", "probability": 0.75732421875}, {"start": 556.4, "end": 556.84, "word": " بتطلع", "probability": 0.904052734375}, {"start": 556.84, "end": 557.0, "word": " بس", "probability": 0.930419921875}, {"start": 557.0, "end": 557.42, "word": " بتفرج", "probability": 0.6780598958333334}, {"start": 557.42, "end": 557.8, "word": " بس", "probability": 0.984130859375}, {"start": 557.8, "end": 558.46, "word": " بتفرج", "probability": 0.7591959635416666}, {"start": 558.46, "end": 558.76, "word": " بس", "probability": 0.98974609375}, {"start": 558.76, "end": 559.28, "word": " فهذه", "probability": 0.8175455729166666}, {"start": 559.28, "end": 559.4, "word": " هي", "probability": 0.646484375}, {"start": 559.4, "end": 559.46, "word": " اللي", "probability": 0.912841796875}, {"start": 559.46, "end": 559.72, "word": " هيكون", "probability": 0.684814453125}, {"start": 559.72, "end": 560.04, "word": " بجهها", "probability": 0.7822265625}, {"start": 560.04, "end": 560.54, "word": " الإحساس", "probability": 0.84417724609375}, {"start": 560.54, "end": 561.48, "word": " بالرؤية", "probability": 0.977783203125}, {"start": 561.48, "end": 562.32, "word": " البصر", "probability": 0.9763997395833334}, {"start": 562.32, "end": 562.98, "word": " zero", "probability": 0.354248046875}, {"start": 562.98, "end": 563.46, "word": " طيب", "probability": 0.9716796875}, {"start": 563.46, "end": 563.78, "word": " لو", "probability": 0.96240234375}, {"start": 563.78, "end": 564.36, "word": " عكسنا", "probability": 0.98095703125}, {"start": 564.36, "end": 564.92, "word": " غمطنا", "probability": 0.8360595703125}, {"start": 564.92, "end": 565.3, "word": " عينيه", "probability": 0.8782958984375}, {"start": 565.3, "end": 565.4, "word": " و", "probability": 0.986328125}, {"start": 565.4, "end": 565.8, "word": " خلناه", "probability": 0.8453369140625}, {"start": 565.8, "end": 566.28, "word": " يسمع", "probability": 0.9972330729166666}], "temperature": 1.0}, {"id": 26, "seek": 59604, "start": 567.08, "end": 596.04, "text": "فقط هنلاقي انه بعض ال nodes هصيرها deactivation او لأ مش هصيرها activation وجزء اخر اللي هو المراكز الاحساس بهذا ال input تحديدا هي اللي بتصيرها activation هي اللي هصيرها activation فهنجد انه هذا بهذا الشكل وهي هدولة هي طيب ايش فكرتها في ال competitive الحقيقة اللي احنا شوفنا انه لما بدخل ال input الأول input الأول ال winner بيصير هو ال node هذه", "tokens": [5172, 47432, 8032, 1863, 15040, 38436, 16472, 3224, 45030, 11242, 2423, 13891, 8032, 9381, 13546, 11296, 45428, 399, 1975, 2407, 5296, 10721, 37893, 8032, 9381, 13546, 11296, 24433, 49610, 11622, 38207, 1975, 34740, 13672, 1829, 31439, 9673, 23557, 4117, 11622, 2423, 39319, 3794, 32277, 39627, 15730, 2423, 4846, 6055, 5016, 16254, 28259, 39896, 13672, 1829, 39894, 9381, 13546, 11296, 24433, 39896, 13672, 1829, 8032, 9381, 13546, 11296, 24433, 6156, 3224, 1863, 7435, 3215, 16472, 3224, 23758, 39627, 15730, 25124, 28820, 37037, 1829, 8032, 3215, 12610, 3660, 39896, 23032, 1829, 3555, 1975, 1829, 8592, 6156, 4117, 43500, 11296, 8978, 2423, 10043, 21542, 38436, 28671, 13672, 1829, 1975, 5016, 8315, 13412, 38688, 8315, 16472, 3224, 5296, 15042, 47525, 9778, 1211, 2423, 4846, 16247, 12610, 4846, 16247, 12610, 2423, 8507, 4724, 1829, 9381, 13546, 31439, 2423, 9984, 29538], "avg_logprob": -0.17945772529963186, "compression_ratio": 2.022140221402214, "no_speech_prob": 5.602836608886719e-06, "words": [{"start": 567.08, "end": 567.6, "word": "فقط", "probability": 0.96533203125}, {"start": 567.6, "end": 568.32, "word": " هنلاقي", "probability": 0.71478271484375}, {"start": 568.32, "end": 568.82, "word": " انه", "probability": 0.5667724609375}, {"start": 568.82, "end": 569.58, "word": " بعض", "probability": 0.977783203125}, {"start": 569.58, "end": 569.92, "word": " ال", "probability": 0.98388671875}, {"start": 569.92, "end": 570.36, "word": " nodes", "probability": 0.86865234375}, {"start": 570.36, "end": 571.2, "word": " هصيرها", "probability": 0.63714599609375}, {"start": 571.2, "end": 572.52, "word": " deactivation", "probability": 0.6192626953125}, {"start": 572.52, "end": 573.0, "word": " او", "probability": 0.888916015625}, {"start": 573.0, "end": 573.16, "word": " لأ", "probability": 0.888916015625}, {"start": 573.16, "end": 573.3, "word": " مش", "probability": 0.95751953125}, {"start": 573.3, "end": 573.66, "word": " هصيرها", "probability": 0.9619140625}, {"start": 573.66, "end": 574.08, "word": " activation", "probability": 0.9697265625}, {"start": 574.08, "end": 574.76, "word": " وجزء", "probability": 0.6982421875}, {"start": 574.76, "end": 575.2, "word": " اخر", "probability": 0.85693359375}, {"start": 575.2, "end": 575.54, "word": " اللي", "probability": 0.880615234375}, {"start": 575.54, "end": 575.66, "word": " هو", "probability": 0.97900390625}, {"start": 575.66, "end": 576.1, "word": " المراكز", "probability": 0.97412109375}, {"start": 576.1, "end": 576.64, "word": " الاحساس", "probability": 0.8287353515625}, {"start": 576.64, "end": 577.16, "word": " بهذا", "probability": 0.9501953125}, {"start": 577.16, "end": 577.36, "word": " ال", "probability": 0.9560546875}, {"start": 577.36, "end": 577.72, "word": " input", "probability": 0.93310546875}, {"start": 577.72, "end": 578.6, "word": " تحديدا", "probability": 0.88623046875}, {"start": 578.6, "end": 579.06, "word": " هي", "probability": 0.81298828125}, {"start": 579.06, "end": 579.2, "word": " اللي", "probability": 0.972412109375}, {"start": 579.2, "end": 579.66, "word": " بتصيرها", "probability": 0.72589111328125}, {"start": 579.66, "end": 580.2, "word": " activation", "probability": 0.9873046875}, {"start": 580.2, "end": 580.6, "word": " هي", "probability": 0.8486328125}, {"start": 580.6, "end": 581.04, "word": " اللي", "probability": 0.8330078125}, {"start": 581.04, "end": 581.26, "word": " هصيرها", "probability": 0.9075927734375}, {"start": 581.26, "end": 581.58, "word": " activation", "probability": 0.7529296875}, {"start": 581.58, "end": 582.36, "word": " فهنجد", "probability": 0.91318359375}, {"start": 582.36, "end": 582.58, "word": " انه", "probability": 0.831298828125}, {"start": 582.58, "end": 582.74, "word": " هذا", "probability": 0.8232421875}, {"start": 582.74, "end": 583.0, "word": " بهذا", "probability": 0.978759765625}, {"start": 583.0, "end": 583.34, "word": " الشكل", "probability": 0.99365234375}, {"start": 583.34, "end": 583.92, "word": " وهي", "probability": 0.6904296875}, {"start": 583.92, "end": 584.48, "word": " هدولة", "probability": 0.8193359375}, {"start": 584.48, "end": 584.66, "word": " هي", "probability": 0.8017578125}, {"start": 584.66, "end": 585.84, "word": " طيب", "probability": 0.8875325520833334}, {"start": 585.84, "end": 586.48, "word": " ايش", "probability": 0.7671712239583334}, {"start": 586.48, "end": 586.86, "word": " فكرتها", "probability": 0.8846435546875}, {"start": 586.86, "end": 586.98, "word": " في", "probability": 0.91162109375}, {"start": 586.98, "end": 587.06, "word": " ال", "probability": 0.91455078125}, {"start": 587.06, "end": 587.48, "word": " competitive", "probability": 0.9697265625}, {"start": 587.48, "end": 588.5, "word": " الحقيقة", "probability": 0.8507486979166666}, {"start": 588.5, "end": 588.88, "word": " اللي", "probability": 0.96630859375}, {"start": 588.88, "end": 589.06, "word": " احنا", "probability": 0.966796875}, {"start": 589.06, "end": 589.54, "word": " شوفنا", "probability": 0.8434244791666666}, {"start": 589.54, "end": 590.32, "word": " انه", "probability": 0.807373046875}, {"start": 590.32, "end": 590.86, "word": " لما", "probability": 0.958740234375}, {"start": 590.86, "end": 591.28, "word": " بدخل", "probability": 0.9178059895833334}, {"start": 591.28, "end": 591.4, "word": " ال", "probability": 0.99658203125}, {"start": 591.4, "end": 591.68, "word": " input", "probability": 0.97802734375}, {"start": 591.68, "end": 592.28, "word": " الأول", "probability": 0.79736328125}, {"start": 592.28, "end": 594.04, "word": " input", "probability": 0.413818359375}, {"start": 594.04, "end": 594.48, "word": " الأول", "probability": 0.959228515625}, {"start": 594.48, "end": 594.72, "word": " ال", "probability": 0.98681640625}, {"start": 594.72, "end": 594.94, "word": " winner", "probability": 0.97607421875}, {"start": 594.94, "end": 595.3, "word": " بيصير", "probability": 0.8623046875}, {"start": 595.3, "end": 595.46, "word": " هو", "probability": 0.9775390625}, {"start": 595.46, "end": 595.58, "word": " ال", "probability": 0.9091796875}, {"start": 595.58, "end": 595.74, "word": " node", "probability": 0.9677734375}, {"start": 595.74, "end": 596.04, "word": " هذه", "probability": 0.46142578125}], "temperature": 1.0}, {"id": 27, "seek": 62341, "start": 598.35, "end": 623.41, "text": "هي هذه ال node اللي إذا كان والله يكفي نيرون واحدة انها تأدي الغرض في البصر فهي لحالها أما إذا لم تكفي ومحتاجة مساعدات معاها فستعطي ولكن بدرجة أقل اللي حولها ال neighbors تبعونها ال neighbors تبعونها كويسة بالنسبة لل input التاني لو دخلنا ال input التاني ال winner هنا هيكون هي ال node", "tokens": [3224, 1829, 29538, 2423, 9984, 13672, 1829, 11933, 15730, 25961, 16070, 43761, 7251, 4117, 41185, 8717, 13546, 11536, 36764, 24401, 3660, 16472, 11296, 6055, 10721, 16254, 6024, 118, 43042, 8978, 29739, 9381, 2288, 6156, 3224, 1829, 5296, 5016, 6027, 11296, 5551, 15042, 11933, 15730, 32767, 6055, 4117, 41185, 4032, 2304, 33753, 26108, 3660, 47524, 995, 22488, 9307, 20449, 995, 11296, 6156, 14851, 3615, 9566, 1829, 35525, 19452, 47525, 47341, 3660, 5551, 4587, 1211, 13672, 1829, 11331, 12610, 11296, 2423, 12512, 6055, 3555, 3615, 11536, 11296, 2423, 12512, 6055, 3555, 3615, 11536, 11296, 9122, 45865, 3794, 3660, 20666, 1863, 35457, 3660, 24976, 4846, 16712, 7649, 1829, 45164, 11778, 9778, 1211, 8315, 2423, 4846, 16712, 7649, 1829, 2423, 8507, 34105, 39896, 30544, 39896, 2423, 9984], "avg_logprob": -0.1990927442187263, "compression_ratio": 1.8924302788844622, "no_speech_prob": 1.7285346984863281e-06, "words": [{"start": 598.35, "end": 598.63, "word": "هي", "probability": 0.676513671875}, {"start": 598.63, "end": 598.81, "word": " هذه", "probability": 0.66064453125}, {"start": 598.81, "end": 598.91, "word": " ال", "probability": 0.626953125}, {"start": 598.91, "end": 599.13, "word": " node", "probability": 0.7490234375}, {"start": 599.13, "end": 600.03, "word": " اللي", "probability": 0.62060546875}, {"start": 600.03, "end": 600.43, "word": " إذا", "probability": 0.87451171875}, {"start": 600.43, "end": 600.69, "word": " كان", "probability": 0.98779296875}, {"start": 600.69, "end": 600.99, "word": " والله", "probability": 0.6312255859375}, {"start": 600.99, "end": 601.57, "word": " يكفي", "probability": 0.97705078125}, {"start": 601.57, "end": 602.85, "word": " نيرون", "probability": 0.5706380208333334}, {"start": 602.85, "end": 603.35, "word": " واحدة", "probability": 0.9700520833333334}, {"start": 603.35, "end": 603.71, "word": " انها", "probability": 0.6705322265625}, {"start": 603.71, "end": 604.29, "word": " تأدي", "probability": 0.7161458333333334}, {"start": 604.29, "end": 605.17, "word": " الغرض", "probability": 0.9549153645833334}, {"start": 605.17, "end": 605.31, "word": " في", "probability": 0.92724609375}, {"start": 605.31, "end": 605.73, "word": " البصر", "probability": 0.9830729166666666}, {"start": 605.73, "end": 606.13, "word": " فهي", "probability": 0.73681640625}, {"start": 606.13, "end": 606.81, "word": " لحالها", "probability": 0.8980712890625}, {"start": 606.81, "end": 607.31, "word": " أما", "probability": 0.8046875}, {"start": 607.31, "end": 607.47, "word": " إذا", "probability": 0.907470703125}, {"start": 607.47, "end": 607.59, "word": " لم", "probability": 0.34814453125}, {"start": 607.59, "end": 607.87, "word": " تكفي", "probability": 0.8094075520833334}, {"start": 607.87, "end": 608.67, "word": " ومحتاجة", "probability": 0.747802734375}, {"start": 608.67, "end": 610.23, "word": " مساعدات", "probability": 0.9515380859375}, {"start": 610.23, "end": 610.65, "word": " معاها", "probability": 0.87890625}, {"start": 610.65, "end": 611.93, "word": " فستعطي", "probability": 0.80244140625}, {"start": 611.93, "end": 612.27, "word": " ولكن", "probability": 0.7958984375}, {"start": 612.27, "end": 612.73, "word": " بدرجة", "probability": 0.9290364583333334}, {"start": 612.73, "end": 613.05, "word": " أقل", "probability": 0.9617513020833334}, {"start": 613.05, "end": 613.27, "word": " اللي", "probability": 0.94189453125}, {"start": 613.27, "end": 613.97, "word": " حولها", "probability": 0.8260091145833334}, {"start": 613.97, "end": 614.25, "word": " ال", "probability": 0.51318359375}, {"start": 614.25, "end": 614.53, "word": " neighbors", "probability": 0.751953125}, {"start": 614.53, "end": 615.19, "word": " تبعونها", "probability": 0.858203125}, {"start": 615.19, "end": 615.91, "word": " ال", "probability": 0.6796875}, {"start": 615.91, "end": 616.17, "word": " neighbors", "probability": 0.9150390625}, {"start": 616.17, "end": 616.77, "word": " تبعونها", "probability": 0.95439453125}, {"start": 616.77, "end": 617.59, "word": " كويسة", "probability": 0.8134765625}, {"start": 617.59, "end": 618.11, "word": " بالنسبة", "probability": 0.9478759765625}, {"start": 618.11, "end": 618.39, "word": " لل", "probability": 0.65087890625}, {"start": 618.39, "end": 618.71, "word": " input", "probability": 0.96337890625}, {"start": 618.71, "end": 619.85, "word": " التاني", "probability": 0.9466145833333334}, {"start": 619.85, "end": 620.09, "word": " لو", "probability": 0.888671875}, {"start": 620.09, "end": 620.43, "word": " دخلنا", "probability": 0.9866943359375}, {"start": 620.43, "end": 620.51, "word": " ال", "probability": 0.86376953125}, {"start": 620.51, "end": 620.73, "word": " input", "probability": 0.9873046875}, {"start": 620.73, "end": 621.27, "word": " التاني", "probability": 0.9861653645833334}, {"start": 621.27, "end": 621.69, "word": " ال", "probability": 0.92919921875}, {"start": 621.69, "end": 621.95, "word": " winner", "probability": 0.96923828125}, {"start": 621.95, "end": 622.29, "word": " هنا", "probability": 0.9580078125}, {"start": 622.29, "end": 622.79, "word": " هيكون", "probability": 0.8974609375}, {"start": 622.79, "end": 622.95, "word": " هي", "probability": 0.69189453125}, {"start": 622.95, "end": 623.09, "word": " ال", "probability": 0.931640625}, {"start": 623.09, "end": 623.41, "word": " node", "probability": 0.95458984375}], "temperature": 1.0}, {"id": 28, "seek": 65185, "start": 624.47, "end": 651.85, "text": "الـ Center بتاعت الـ Center الـ Area بتاعتنا واللي برضه ممكن تعطي ولكن بدرجات أقل لاللي حواليها هذا بشكل مبسط طيب زي ما قلنا لعند الآن هذه الفكرة هي الفكرة البيولوجية لكن كوهنان إجا عمل لنا Network خاصة فيه وبدأ يحاول يعمل نفس الكلام بنفس الفكرة بحيث أنه", "tokens": [6027, 39184, 5169, 39894, 995, 34268, 2423, 39184, 5169, 2423, 39184, 19405, 39894, 995, 34268, 8315, 16070, 20292, 4724, 43042, 3224, 3714, 43020, 6055, 3615, 9566, 1829, 35525, 19452, 47525, 47341, 9307, 5551, 4587, 1211, 5296, 6027, 20292, 11331, 2407, 6027, 1829, 11296, 23758, 4724, 8592, 28820, 3714, 3555, 3794, 9566, 23032, 1829, 3555, 30767, 1829, 19446, 12174, 1211, 8315, 5296, 3615, 41260, 6024, 48506, 29538, 27188, 4117, 25720, 39896, 27188, 4117, 25720, 2423, 21292, 12610, 29245, 10632, 44381, 9122, 2407, 3224, 1863, 7649, 11933, 7435, 995, 6225, 42213, 5296, 8315, 12640, 16490, 33546, 3660, 8978, 3224, 4032, 44510, 10721, 7251, 5016, 995, 12610, 7251, 25957, 1211, 8717, 36178, 2423, 28820, 10943, 44945, 36178, 27188, 4117, 25720, 4724, 5016, 1829, 12984, 14739, 3224], "avg_logprob": -0.16809476034775858, "compression_ratio": 1.7661290322580645, "no_speech_prob": 1.430511474609375e-06, "words": [{"start": 624.47, "end": 624.77, "word": "الـ", "probability": 0.656494140625}, {"start": 624.77, "end": 625.05, "word": " Center", "probability": 0.6005859375}, {"start": 625.05, "end": 625.31, "word": " بتاعت", "probability": 0.6661783854166666}, {"start": 625.31, "end": 625.51, "word": " الـ", "probability": 0.791015625}, {"start": 625.51, "end": 625.77, "word": " Center", "probability": 0.861328125}, {"start": 625.77, "end": 627.07, "word": " الـ", "probability": 0.4984130859375}, {"start": 627.07, "end": 627.31, "word": " Area", "probability": 0.5595703125}, {"start": 627.31, "end": 627.81, "word": " بتاعتنا", "probability": 0.925537109375}, {"start": 627.81, "end": 628.57, "word": " واللي", "probability": 0.759765625}, {"start": 628.57, "end": 628.95, "word": " برضه", "probability": 0.9788411458333334}, {"start": 628.95, "end": 629.41, "word": " ممكن", "probability": 0.98828125}, {"start": 629.41, "end": 630.51, "word": " تعطي", "probability": 0.9326171875}, {"start": 630.51, "end": 631.07, "word": " ولكن", "probability": 0.85693359375}, {"start": 631.07, "end": 631.61, "word": " بدرجات", "probability": 0.76513671875}, {"start": 631.61, "end": 632.19, "word": " أقل", "probability": 0.9464518229166666}, {"start": 632.19, "end": 633.15, "word": " لاللي", "probability": 0.6642252604166666}, {"start": 633.15, "end": 633.67, "word": " حواليها", "probability": 0.87587890625}, {"start": 633.67, "end": 634.13, "word": " هذا", "probability": 0.57470703125}, {"start": 634.13, "end": 634.59, "word": " بشكل", "probability": 0.97021484375}, {"start": 634.59, "end": 635.71, "word": " مبسط", "probability": 0.9969482421875}, {"start": 635.71, "end": 636.29, "word": " طيب", "probability": 0.9440104166666666}, {"start": 636.29, "end": 637.55, "word": " زي", "probability": 0.906005859375}, {"start": 637.55, "end": 637.61, "word": " ما", "probability": 0.9814453125}, {"start": 637.61, "end": 637.85, "word": " قلنا", "probability": 0.9471028645833334}, {"start": 637.85, "end": 638.15, "word": " لعند", "probability": 0.85595703125}, {"start": 638.15, "end": 638.47, "word": " الآن", "probability": 0.67578125}, {"start": 638.47, "end": 638.77, "word": " هذه", "probability": 0.90869140625}, {"start": 638.77, "end": 639.21, "word": " الفكرة", "probability": 0.9923502604166666}, {"start": 639.21, "end": 639.41, "word": " هي", "probability": 0.93798828125}, {"start": 639.41, "end": 639.95, "word": " الفكرة", "probability": 0.9835611979166666}, {"start": 639.95, "end": 640.67, "word": " البيولوجية", "probability": 0.88095703125}, {"start": 640.67, "end": 641.25, "word": " لكن", "probability": 0.93359375}, {"start": 641.25, "end": 641.99, "word": " كوهنان", "probability": 0.724609375}, {"start": 641.99, "end": 644.57, "word": " إجا", "probability": 0.5335286458333334}, {"start": 644.57, "end": 644.81, "word": " عمل", "probability": 0.92431640625}, {"start": 644.81, "end": 645.03, "word": " لنا", "probability": 0.7412109375}, {"start": 645.03, "end": 645.41, "word": " Network", "probability": 0.603515625}, {"start": 645.41, "end": 645.85, "word": " خاصة", "probability": 0.9845377604166666}, {"start": 645.85, "end": 646.19, "word": " فيه", "probability": 0.982666015625}, {"start": 646.19, "end": 647.11, "word": " وبدأ", "probability": 0.8704427083333334}, {"start": 647.11, "end": 647.99, "word": " يحاول", "probability": 0.9945068359375}, {"start": 647.99, "end": 648.57, "word": " يعمل", "probability": 0.9812825520833334}, {"start": 648.57, "end": 648.81, "word": " نفس", "probability": 0.997802734375}, {"start": 648.81, "end": 649.39, "word": " الكلام", "probability": 0.9609375}, {"start": 649.39, "end": 650.27, "word": " بنفس", "probability": 0.98388671875}, {"start": 650.27, "end": 650.85, "word": " الفكرة", "probability": 0.9912109375}, {"start": 650.85, "end": 651.45, "word": " بحيث", "probability": 0.9815673828125}, {"start": 651.45, "end": 651.85, "word": " أنه", "probability": 0.723388671875}], "temperature": 1.0}, {"id": 29, "seek": 67752, "start": 652.96, "end": 677.52, "text": "كيف بده يفكر يخلّي ال winner هو اللي يكون ال high أو يعمل activation بشكل عالي وممكن إذا كان بده يزود ال size فبده يكون في عنده large size لل area اللي بدها تتحكم في هذا ال input أو بدها تتفاعل مع حد اللي هو أو بيصير لها activation من هذا ال input بيخلّي ال neighbors أقل قيمة", "tokens": [4117, 33911, 47525, 3224, 7251, 5172, 37983, 7251, 9778, 1211, 11703, 1829, 2423, 8507, 31439, 13672, 1829, 7251, 30544, 2423, 1090, 34051, 7251, 25957, 1211, 24433, 4724, 8592, 28820, 6225, 6027, 1829, 4032, 2304, 43020, 11933, 15730, 25961, 47525, 3224, 7251, 11622, 23328, 2423, 2744, 6156, 44510, 3224, 7251, 30544, 8978, 43242, 3224, 2416, 2744, 24976, 1859, 13672, 1829, 47525, 11296, 6055, 2655, 5016, 24793, 8978, 23758, 2423, 4846, 34051, 47525, 11296, 6055, 2655, 5172, 995, 30241, 20449, 11331, 3215, 13672, 1829, 31439, 34051, 4724, 1829, 9381, 13546, 5296, 11296, 24433, 9154, 23758, 2423, 4846, 4724, 1829, 9778, 1211, 11703, 1829, 2423, 12512, 5551, 4587, 1211, 12174, 32640, 3660], "avg_logprob": -0.18167613541538066, "compression_ratio": 1.7800829875518671, "no_speech_prob": 1.1920928955078125e-06, "words": [{"start": 652.96, "end": 653.38, "word": "كيف", "probability": 0.957763671875}, {"start": 653.38, "end": 653.98, "word": " بده", "probability": 0.82275390625}, {"start": 653.98, "end": 654.48, "word": " يفكر", "probability": 0.9860026041666666}, {"start": 654.48, "end": 655.34, "word": " يخلّي", "probability": 0.823193359375}, {"start": 655.34, "end": 656.24, "word": " ال", "probability": 0.96240234375}, {"start": 656.24, "end": 656.54, "word": " winner", "probability": 0.3818359375}, {"start": 656.54, "end": 657.16, "word": " هو", "probability": 0.94384765625}, {"start": 657.16, "end": 657.34, "word": " اللي", "probability": 0.8056640625}, {"start": 657.34, "end": 657.56, "word": " يكون", "probability": 0.985107421875}, {"start": 657.56, "end": 657.84, "word": " ال", "probability": 0.97119140625}, {"start": 657.84, "end": 658.2, "word": " high", "probability": 0.72265625}, {"start": 658.2, "end": 658.6, "word": " أو", "probability": 0.796875}, {"start": 658.6, "end": 658.82, "word": " يعمل", "probability": 0.8885091145833334}, {"start": 658.82, "end": 659.26, "word": " activation", "probability": 0.80078125}, {"start": 659.26, "end": 660.12, "word": " بشكل", "probability": 0.9879557291666666}, {"start": 660.12, "end": 660.94, "word": " عالي", "probability": 0.982421875}, {"start": 660.94, "end": 661.8, "word": " وممكن", "probability": 0.7952473958333334}, {"start": 661.8, "end": 662.48, "word": " إذا", "probability": 0.899658203125}, {"start": 662.48, "end": 662.66, "word": " كان", "probability": 0.9931640625}, {"start": 662.66, "end": 662.86, "word": " بده", "probability": 0.904296875}, {"start": 662.86, "end": 663.48, "word": " يزود", "probability": 0.9524739583333334}, {"start": 663.48, "end": 663.86, "word": " ال", "probability": 0.9677734375}, {"start": 663.86, "end": 664.46, "word": " size", "probability": 0.8154296875}, {"start": 664.46, "end": 665.0, "word": " فبده", "probability": 0.7408040364583334}, {"start": 665.0, "end": 665.14, "word": " يكون", "probability": 0.978759765625}, {"start": 665.14, "end": 665.26, "word": " في", "probability": 0.364501953125}, {"start": 665.26, "end": 665.46, "word": " عنده", "probability": 0.966796875}, {"start": 665.46, "end": 665.76, "word": " large", "probability": 0.89013671875}, {"start": 665.76, "end": 666.16, "word": " size", "probability": 0.86181640625}, {"start": 666.16, "end": 666.36, "word": " لل", "probability": 0.845703125}, {"start": 666.36, "end": 666.76, "word": " area", "probability": 0.84765625}, {"start": 666.76, "end": 667.0, "word": " اللي", "probability": 0.9287109375}, {"start": 667.0, "end": 667.16, "word": " بدها", "probability": 0.720703125}, {"start": 667.16, "end": 667.72, "word": " تتحكم", "probability": 0.9873046875}, {"start": 667.72, "end": 668.32, "word": " في", "probability": 0.9375}, {"start": 668.32, "end": 668.52, "word": " هذا", "probability": 0.96142578125}, {"start": 668.52, "end": 668.62, "word": " ال", "probability": 0.95703125}, {"start": 668.62, "end": 668.8, "word": " input", "probability": 0.96826171875}, {"start": 668.8, "end": 668.92, "word": " أو", "probability": 0.84130859375}, {"start": 668.92, "end": 669.12, "word": " بدها", "probability": 0.854736328125}, {"start": 669.12, "end": 670.04, "word": " تتفاعل", "probability": 0.97529296875}, {"start": 670.04, "end": 670.22, "word": " مع", "probability": 0.98486328125}, {"start": 670.22, "end": 670.4, "word": " حد", "probability": 0.595458984375}, {"start": 670.4, "end": 670.5, "word": " اللي", "probability": 0.7086181640625}, {"start": 670.5, "end": 670.58, "word": " هو", "probability": 0.7509765625}, {"start": 670.58, "end": 670.74, "word": " أو", "probability": 0.10980224609375}, {"start": 670.74, "end": 671.02, "word": " بيصير", "probability": 0.5941162109375}, {"start": 671.02, "end": 671.18, "word": " لها", "probability": 0.6666259765625}, {"start": 671.18, "end": 672.2, "word": " activation", "probability": 0.98974609375}, {"start": 672.2, "end": 672.52, "word": " من", "probability": 0.9892578125}, {"start": 672.52, "end": 672.72, "word": " هذا", "probability": 0.97119140625}, {"start": 672.72, "end": 672.88, "word": " ال", "probability": 0.986328125}, {"start": 672.88, "end": 673.28, "word": " input", "probability": 0.978515625}, {"start": 673.28, "end": 674.38, "word": " بيخلّي", "probability": 0.90771484375}, {"start": 674.38, "end": 674.82, "word": " ال", "probability": 0.966796875}, {"start": 674.82, "end": 675.3, "word": " neighbors", "probability": 0.662109375}, {"start": 675.3, "end": 676.54, "word": " أقل", "probability": 0.9801432291666666}, {"start": 676.54, "end": 677.52, "word": " قيمة", "probability": 0.9952799479166666}], "temperature": 1.0}, {"id": 30, "seek": 69825, "start": 678.39, "end": 698.25, "text": "أقل قيمة أنه هناخد برضه ال free shoulder اللي بيستخدمها أو ال equation اللي بيستخدمها لهذا الموضوع طيب كهنان .. كهنان لما إيجى اشتغل اشتغل لنا ال neural network اللي إحنا شايفينها برضه اعتمد على اتنين input تلاتة outputs", "tokens": [10721, 4587, 1211, 12174, 32640, 3660, 14739, 3224, 8032, 1863, 47283, 3215, 4724, 43042, 3224, 2423, 1737, 7948, 13672, 1829, 4724, 1829, 14851, 9778, 40448, 11296, 34051, 2423, 5367, 13672, 1829, 4724, 1829, 14851, 9778, 40448, 11296, 46740, 15730, 9673, 2407, 11242, 45367, 23032, 1829, 3555, 9122, 3224, 1863, 7649, 4386, 9122, 3224, 1863, 7649, 5296, 15042, 11933, 1829, 7435, 7578, 1975, 8592, 2655, 17082, 1211, 1975, 8592, 2655, 17082, 1211, 5296, 8315, 2423, 18161, 3209, 13672, 1829, 11933, 5016, 8315, 13412, 995, 33911, 9957, 11296, 4724, 43042, 3224, 1975, 34268, 2304, 3215, 15844, 1975, 2655, 1863, 9957, 4846, 6055, 1211, 9307, 3660, 23930], "avg_logprob": -0.18095237754640126, "compression_ratio": 1.6824644549763033, "no_speech_prob": 1.9669532775878906e-06, "words": [{"start": 678.39, "end": 678.87, "word": "أقل", "probability": 0.8976236979166666}, {"start": 678.87, "end": 679.49, "word": " قيمة", "probability": 0.9886067708333334}, {"start": 679.49, "end": 679.65, "word": " أنه", "probability": 0.45538330078125}, {"start": 679.65, "end": 680.01, "word": " هناخد", "probability": 0.888671875}, {"start": 680.01, "end": 680.33, "word": " برضه", "probability": 0.9622395833333334}, {"start": 680.33, "end": 680.53, "word": " ال", "probability": 0.7783203125}, {"start": 680.53, "end": 680.67, "word": " free", "probability": 0.2384033203125}, {"start": 680.67, "end": 680.93, "word": " shoulder", "probability": 0.338134765625}, {"start": 680.93, "end": 681.13, "word": " اللي", "probability": 0.9130859375}, {"start": 681.13, "end": 681.83, "word": " بيستخدمها", "probability": 0.9557291666666666}, {"start": 681.83, "end": 681.97, "word": " أو", "probability": 0.85546875}, {"start": 681.97, "end": 682.11, "word": " ال", "probability": 0.90771484375}, {"start": 682.11, "end": 682.69, "word": " equation", "probability": 0.87060546875}, {"start": 682.69, "end": 683.25, "word": " اللي", "probability": 0.974609375}, {"start": 683.25, "end": 683.71, "word": " بيستخدمها", "probability": 0.9886067708333334}, {"start": 683.71, "end": 683.95, "word": " لهذا", "probability": 0.93408203125}, {"start": 683.95, "end": 684.35, "word": " الموضوع", "probability": 0.9989013671875}, {"start": 684.35, "end": 685.21, "word": " طيب", "probability": 0.9495442708333334}, {"start": 685.21, "end": 686.93, "word": " كهنان", "probability": 0.571533203125}, {"start": 686.93, "end": 687.45, "word": " ..", "probability": 0.4501953125}, {"start": 687.45, "end": 689.13, "word": " كهنان", "probability": 0.953857421875}, {"start": 689.13, "end": 689.73, "word": " لما", "probability": 0.87109375}, {"start": 689.73, "end": 690.03, "word": " إيجى", "probability": 0.688232421875}, {"start": 690.03, "end": 690.49, "word": " اشتغل", "probability": 0.871533203125}, {"start": 690.49, "end": 691.07, "word": " اشتغل", "probability": 0.87197265625}, {"start": 691.07, "end": 691.35, "word": " لنا", "probability": 0.6707763671875}, {"start": 691.35, "end": 691.53, "word": " ال", "probability": 0.89404296875}, {"start": 691.53, "end": 691.77, "word": " neural", "probability": 0.875}, {"start": 691.77, "end": 692.29, "word": " network", "probability": 0.958984375}, {"start": 692.29, "end": 692.65, "word": " اللي", "probability": 0.98876953125}, {"start": 692.65, "end": 692.81, "word": " إحنا", "probability": 0.8008626302083334}, {"start": 692.81, "end": 693.51, "word": " شايفينها", "probability": 0.9853515625}, {"start": 693.51, "end": 695.01, "word": " برضه", "probability": 0.9710286458333334}, {"start": 695.01, "end": 695.61, "word": " اعتمد", "probability": 0.9739990234375}, {"start": 695.61, "end": 695.79, "word": " على", "probability": 0.8818359375}, {"start": 695.79, "end": 696.31, "word": " اتنين", "probability": 0.8848876953125}, {"start": 696.31, "end": 696.75, "word": " input", "probability": 0.95263671875}, {"start": 696.75, "end": 697.71, "word": " تلاتة", "probability": 0.886962890625}, {"start": 697.71, "end": 698.25, "word": " outputs", "probability": 0.73486328125}], "temperature": 1.0}, {"id": 31, "seek": 73086, "start": 703.58, "end": 730.86, "text": "input أول input تاني هدول بيوزعوا على ال three outputs و هدول بيوزعوا على ال three outputs و في connection between them ليش؟ لأن نفس الفكرة في ال .. في القشرة الدماغية كل عصب موجود مهو متصل باللي حواليه هي مش والله منعزل لحاله لأ هو متصل باللي حواليه فأنا من ال .. for example من العصب البصري اعطيت", "tokens": [259, 2582, 5551, 12610, 4846, 6055, 7649, 1829, 8032, 3215, 12610, 4724, 1829, 2407, 11622, 3615, 14407, 15844, 2423, 1045, 23930, 4032, 8032, 3215, 12610, 4724, 1829, 2407, 11622, 3615, 14407, 15844, 2423, 1045, 23930, 4032, 8978, 4984, 1296, 552, 32239, 8592, 22807, 5296, 33456, 8717, 36178, 27188, 4117, 25720, 8978, 2423, 4386, 8978, 25062, 8592, 25720, 32748, 2304, 5718, 118, 10632, 28242, 6225, 9381, 3555, 3714, 29245, 23328, 3714, 3224, 2407, 44650, 36520, 20666, 20292, 11331, 2407, 6027, 1829, 3224, 39896, 37893, 16070, 43761, 9154, 3615, 11622, 1211, 5296, 5016, 6027, 3224, 5296, 10721, 31439, 44650, 36520, 20666, 20292, 11331, 2407, 6027, 1829, 3224, 6156, 10721, 8315, 9154, 2423, 4386, 337, 1365, 9154, 18863, 9381, 3555, 29739, 9381, 16572, 1975, 3615, 9566, 36081], "avg_logprob": -0.15637500238418578, "compression_ratio": 1.9065040650406504, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 703.58, "end": 703.96, "word": "input", "probability": 0.861328125}, {"start": 703.96, "end": 704.32, "word": " أول", "probability": 0.8115234375}, {"start": 704.32, "end": 705.08, "word": " input", "probability": 0.6767578125}, {"start": 705.08, "end": 705.58, "word": " تاني", "probability": 0.9010416666666666}, {"start": 705.58, "end": 706.44, "word": " هدول", "probability": 0.927734375}, {"start": 706.44, "end": 707.02, "word": " بيوزعوا", "probability": 0.9483235677083334}, {"start": 707.02, "end": 707.22, "word": " على", "probability": 0.82958984375}, {"start": 707.22, "end": 707.38, "word": " ال", "probability": 0.40234375}, {"start": 707.38, "end": 707.5, "word": " three", "probability": 0.74072265625}, {"start": 707.5, "end": 708.06, "word": " outputs", "probability": 0.8486328125}, {"start": 708.06, "end": 708.28, "word": " و", "probability": 0.57666015625}, {"start": 708.28, "end": 708.4, "word": " هدول", "probability": 0.776123046875}, {"start": 708.4, "end": 708.76, "word": " بيوزعوا", "probability": 0.9884440104166666}, {"start": 708.76, "end": 708.9, "word": " على", "probability": 0.94921875}, {"start": 708.9, "end": 709.02, "word": " ال", "probability": 0.95556640625}, {"start": 709.02, "end": 709.2, "word": " three", "probability": 0.92138671875}, {"start": 709.2, "end": 709.7, "word": " outputs", "probability": 0.921875}, {"start": 709.7, "end": 710.1, "word": " و", "probability": 0.94189453125}, {"start": 710.1, "end": 710.34, "word": " في", "probability": 0.65625}, {"start": 710.34, "end": 711.2, "word": " connection", "probability": 0.68798828125}, {"start": 711.2, "end": 711.74, "word": " between", "probability": 0.947265625}, {"start": 711.74, "end": 712.36, "word": " them", "probability": 0.9443359375}, {"start": 712.36, "end": 713.52, "word": " ليش؟", "probability": 0.8121744791666666}, {"start": 713.52, "end": 713.8, "word": " لأن", "probability": 0.889404296875}, {"start": 713.8, "end": 714.14, "word": " نفس", "probability": 0.934326171875}, {"start": 714.14, "end": 714.68, "word": " الفكرة", "probability": 0.99267578125}, {"start": 714.68, "end": 715.36, "word": " في", "probability": 0.9375}, {"start": 715.36, "end": 715.88, "word": " ال", "probability": 0.262939453125}, {"start": 715.88, "end": 716.14, "word": " ..", "probability": 0.9140625}, {"start": 716.14, "end": 717.84, "word": " في", "probability": 0.91015625}, {"start": 717.84, "end": 718.16, "word": " القشرة", "probability": 0.8961588541666666}, {"start": 718.16, "end": 718.88, "word": " الدماغية", "probability": 0.94892578125}, {"start": 718.88, "end": 719.82, "word": " كل", "probability": 0.873046875}, {"start": 719.82, "end": 720.34, "word": " عصب", "probability": 0.9910481770833334}, {"start": 720.34, "end": 720.8, "word": " موجود", "probability": 0.98486328125}, {"start": 720.8, "end": 720.98, "word": " مهو", "probability": 0.6011149088541666}, {"start": 720.98, "end": 721.28, "word": " متصل", "probability": 0.94287109375}, {"start": 721.28, "end": 721.48, "word": " باللي", "probability": 0.93896484375}, {"start": 721.48, "end": 722.34, "word": " حواليه", "probability": 0.92021484375}, {"start": 722.34, "end": 722.8, "word": " هي", "probability": 0.30419921875}, {"start": 722.8, "end": 723.24, "word": " مش", "probability": 0.96337890625}, {"start": 723.24, "end": 723.5, "word": " والله", "probability": 0.796630859375}, {"start": 723.5, "end": 723.96, "word": " منعزل", "probability": 0.957275390625}, {"start": 723.96, "end": 724.4, "word": " لحاله", "probability": 0.9852294921875}, {"start": 724.4, "end": 724.76, "word": " لأ", "probability": 0.54193115234375}, {"start": 724.76, "end": 724.82, "word": " هو", "probability": 0.51806640625}, {"start": 724.82, "end": 725.16, "word": " متصل", "probability": 0.959716796875}, {"start": 725.16, "end": 725.4, "word": " باللي", "probability": 0.98876953125}, {"start": 725.4, "end": 725.88, "word": " حواليه", "probability": 0.980859375}, {"start": 725.88, "end": 726.78, "word": " فأنا", "probability": 0.8382161458333334}, {"start": 726.78, "end": 727.02, "word": " من", "probability": 0.9521484375}, {"start": 727.02, "end": 727.26, "word": " ال", "probability": 0.9755859375}, {"start": 727.26, "end": 727.84, "word": " ..", "probability": 0.56591796875}, {"start": 727.84, "end": 728.06, "word": " for", "probability": 0.95166015625}, {"start": 728.06, "end": 728.52, "word": " example", "probability": 0.97802734375}, {"start": 728.52, "end": 728.94, "word": " من", "probability": 0.97900390625}, {"start": 728.94, "end": 729.44, "word": " العصب", "probability": 0.9951171875}, {"start": 729.44, "end": 729.94, "word": " البصري", "probability": 0.9938151041666666}, {"start": 729.94, "end": 730.86, "word": " اعطيت", "probability": 0.86572265625}], "temperature": 1.0}, {"id": 32, "seek": 74960, "start": 731.8, "end": 749.6, "text": "لكن هم في النهاية متصلين مع بعض عملية الاتصال مع بعضهم هذه هي الحقيقة اللي هتعطي عملية المنافسة هي اللي هتعطي عملية المنافسة لأن كل واحد هيعمل accumulation من التاني كل واحد هيصير يعطي للتاني ونشوف مين اللي بده يفوز فال associative", "tokens": [1211, 19452, 8032, 2304, 8978, 28239, 11296, 10632, 44650, 36520, 9957, 20449, 45030, 11242, 6225, 42213, 10632, 2423, 9307, 9381, 6027, 20449, 45030, 11242, 16095, 29538, 39896, 21542, 38436, 28671, 13672, 1829, 8032, 2655, 3615, 9566, 1829, 6225, 42213, 10632, 9673, 8315, 36178, 3660, 39896, 13672, 1829, 8032, 2655, 3615, 9566, 1829, 6225, 42213, 10632, 9673, 8315, 36178, 3660, 5296, 33456, 28242, 36764, 24401, 39896, 25957, 1211, 35647, 9154, 16712, 7649, 1829, 28242, 36764, 24401, 39896, 9381, 13546, 37495, 9566, 1829, 24976, 2655, 7649, 1829, 4032, 1863, 8592, 38688, 3714, 9957, 13672, 1829, 47525, 3224, 7251, 5172, 2407, 11622, 6156, 6027, 4180, 1166], "avg_logprob": -0.1379957928393896, "compression_ratio": 1.9605911330049262, "no_speech_prob": 7.450580596923828e-06, "words": [{"start": 731.8, "end": 732.16, "word": "لكن", "probability": 0.766845703125}, {"start": 732.16, "end": 732.32, "word": " هم", "probability": 0.729736328125}, {"start": 732.32, "end": 732.46, "word": " في", "probability": 0.75634765625}, {"start": 732.46, "end": 732.78, "word": " النهاية", "probability": 0.96484375}, {"start": 732.78, "end": 733.3, "word": " متصلين", "probability": 0.8678385416666666}, {"start": 733.3, "end": 733.44, "word": " مع", "probability": 0.99365234375}, {"start": 733.44, "end": 733.84, "word": " بعض", "probability": 0.996337890625}, {"start": 733.84, "end": 734.62, "word": " عملية", "probability": 0.7814127604166666}, {"start": 734.62, "end": 735.14, "word": " الاتصال", "probability": 0.9407958984375}, {"start": 735.14, "end": 735.28, "word": " مع", "probability": 0.9775390625}, {"start": 735.28, "end": 735.72, "word": " بعضهم", "probability": 0.9202473958333334}, {"start": 735.72, "end": 736.06, "word": " هذه", "probability": 0.67626953125}, {"start": 736.06, "end": 736.54, "word": " هي", "probability": 0.89404296875}, {"start": 736.54, "end": 737.16, "word": " الحقيقة", "probability": 0.98583984375}, {"start": 737.16, "end": 737.76, "word": " اللي", "probability": 0.80859375}, {"start": 737.76, "end": 738.28, "word": " هتعطي", "probability": 0.91796875}, {"start": 738.28, "end": 738.58, "word": " عملية", "probability": 0.97119140625}, {"start": 738.58, "end": 739.88, "word": " المنافسة", "probability": 0.9871826171875}, {"start": 739.88, "end": 740.0, "word": " هي", "probability": 0.390625}, {"start": 740.0, "end": 740.1, "word": " اللي", "probability": 0.975341796875}, {"start": 740.1, "end": 740.42, "word": " هتعطي", "probability": 0.98935546875}, {"start": 740.42, "end": 740.68, "word": " عملية", "probability": 0.9557291666666666}, {"start": 740.68, "end": 741.24, "word": " المنافسة", "probability": 0.99169921875}, {"start": 741.24, "end": 741.58, "word": " لأن", "probability": 0.6959228515625}, {"start": 741.58, "end": 741.76, "word": " كل", "probability": 0.92041015625}, {"start": 741.76, "end": 741.96, "word": " واحد", "probability": 0.994873046875}, {"start": 741.96, "end": 742.3, "word": " هيعمل", "probability": 0.8546549479166666}, {"start": 742.3, "end": 742.8, "word": " accumulation", "probability": 0.96240234375}, {"start": 742.8, "end": 743.04, "word": " من", "probability": 0.96826171875}, {"start": 743.04, "end": 743.52, "word": " التاني", "probability": 0.9597981770833334}, {"start": 743.52, "end": 744.54, "word": " كل", "probability": 0.63232421875}, {"start": 744.54, "end": 744.76, "word": " واحد", "probability": 0.995361328125}, {"start": 744.76, "end": 745.12, "word": " هيصير", "probability": 0.8761393229166666}, {"start": 745.12, "end": 745.4, "word": " يعطي", "probability": 0.71875}, {"start": 745.4, "end": 745.96, "word": " للتاني", "probability": 0.9281005859375}, {"start": 745.96, "end": 746.86, "word": " ونشوف", "probability": 0.8031005859375}, {"start": 746.86, "end": 747.04, "word": " مين", "probability": 0.864013671875}, {"start": 747.04, "end": 747.14, "word": " اللي", "probability": 0.979248046875}, {"start": 747.14, "end": 747.38, "word": " بده", "probability": 0.7353515625}, {"start": 747.38, "end": 747.68, "word": " يفوز", "probability": 0.9796142578125}, {"start": 747.68, "end": 748.5, "word": " فال", "probability": 0.56005859375}, {"start": 748.5, "end": 749.6, "word": " associative", "probability": 0.927490234375}], "temperature": 1.0}, {"id": 33, "seek": 77770, "start": 750.12, "end": 777.7, "text": "effect موجود في association between them بحيث ان نشوف مين اللي هيفوز في النهاية من الكل من الكل ما تكونش موجهة عملية ال competition هذه بمعنى انه اقول والله انا دخلت input و ال input هذا انا موصله بس ب y واحد فقط و y اتنين و y تلاته هدول مش متصلين مع بعض ولا شايفين بعض فانا ممكن اعطي ال W هنا عالية فخلاص سار هذا ال winner انتهى", "tokens": [46168, 3714, 29245, 23328, 8978, 14598, 1296, 552, 4724, 5016, 1829, 12984, 16472, 8717, 8592, 38688, 3714, 9957, 13672, 1829, 39896, 5172, 2407, 11622, 8978, 28239, 11296, 10632, 9154, 2423, 28820, 9154, 2423, 28820, 19446, 6055, 30544, 8592, 3714, 29245, 3224, 3660, 6225, 42213, 10632, 2423, 6211, 29538, 4724, 2304, 3615, 1863, 7578, 16472, 3224, 1975, 39648, 16070, 43761, 1975, 8315, 11778, 9778, 1211, 2655, 4846, 4032, 2423, 4846, 23758, 1975, 8315, 3714, 2407, 36520, 3224, 4724, 3794, 4724, 288, 36764, 24401, 6156, 47432, 4032, 288, 1975, 2655, 1863, 9957, 4032, 288, 6055, 1211, 9307, 3224, 8032, 3215, 12610, 37893, 44650, 36520, 9957, 20449, 45030, 11242, 49429, 13412, 995, 33911, 9957, 45030, 11242, 6156, 7649, 995, 3714, 43020, 1975, 3615, 9566, 1829, 2423, 343, 34105, 6225, 6027, 10632, 6156, 9778, 1211, 33546, 8608, 9640, 23758, 2423, 8507, 16472, 47395, 7578], "avg_logprob": -0.15636081391192497, "compression_ratio": 1.7966101694915255, "no_speech_prob": 1.615285873413086e-05, "words": [{"start": 750.12, "end": 751.0, "word": "effect", "probability": 0.16943359375}, {"start": 751.0, "end": 751.72, "word": " موجود", "probability": 0.986328125}, {"start": 751.72, "end": 752.26, "word": " في", "probability": 0.8525390625}, {"start": 752.26, "end": 752.82, "word": " association", "probability": 0.787109375}, {"start": 752.82, "end": 753.32, "word": " between", "probability": 0.92822265625}, {"start": 753.32, "end": 753.82, "word": " them", "probability": 0.8125}, {"start": 753.82, "end": 754.44, "word": " بحيث", "probability": 0.963134765625}, {"start": 754.44, "end": 754.6, "word": " ان", "probability": 0.48291015625}, {"start": 754.6, "end": 755.0, "word": " نشوف", "probability": 0.8733723958333334}, {"start": 755.0, "end": 755.44, "word": " مين", "probability": 0.900146484375}, {"start": 755.44, "end": 755.86, "word": " اللي", "probability": 0.813720703125}, {"start": 755.86, "end": 756.36, "word": " هيفوز", "probability": 0.9310302734375}, {"start": 756.36, "end": 756.48, "word": " في", "probability": 0.9130859375}, {"start": 756.48, "end": 757.0, "word": " النهاية", "probability": 0.9666341145833334}, {"start": 757.0, "end": 757.64, "word": " من", "probability": 0.986328125}, {"start": 757.64, "end": 758.06, "word": " الكل", "probability": 0.9150390625}, {"start": 758.06, "end": 758.4, "word": " من", "probability": 0.5458984375}, {"start": 758.4, "end": 759.08, "word": " الكل", "probability": 0.911376953125}, {"start": 759.08, "end": 759.4, "word": " ما", "probability": 0.5947265625}, {"start": 759.4, "end": 759.8, "word": " تكونش", "probability": 0.7293294270833334}, {"start": 759.8, "end": 760.68, "word": " موجهة", "probability": 0.9200439453125}, {"start": 760.68, "end": 761.36, "word": " عملية", "probability": 0.9724934895833334}, {"start": 761.36, "end": 761.56, "word": " ال", "probability": 0.96484375}, {"start": 761.56, "end": 761.94, "word": " competition", "probability": 0.9716796875}, {"start": 761.94, "end": 762.36, "word": " هذه", "probability": 0.63720703125}, {"start": 762.36, "end": 763.0, "word": " بمعنى", "probability": 0.97177734375}, {"start": 763.0, "end": 763.2, "word": " انه", "probability": 0.75537109375}, {"start": 763.2, "end": 763.44, "word": " اقول", "probability": 0.880859375}, {"start": 763.44, "end": 763.84, "word": " والله", "probability": 0.833984375}, {"start": 763.84, "end": 764.44, "word": " انا", "probability": 0.901123046875}, {"start": 764.44, "end": 764.88, "word": " دخلت", "probability": 0.971435546875}, {"start": 764.88, "end": 765.24, "word": " input", "probability": 0.9892578125}, {"start": 765.24, "end": 765.54, "word": " و", "probability": 0.62841796875}, {"start": 765.54, "end": 765.64, "word": " ال", "probability": 0.78662109375}, {"start": 765.64, "end": 765.86, "word": " input", "probability": 0.98876953125}, {"start": 765.86, "end": 766.08, "word": " هذا", "probability": 0.459228515625}, {"start": 766.08, "end": 766.3, "word": " انا", "probability": 0.80859375}, {"start": 766.3, "end": 767.04, "word": " موصله", "probability": 0.871337890625}, {"start": 767.04, "end": 768.16, "word": " بس", "probability": 0.97802734375}, {"start": 768.16, "end": 768.4, "word": " ب", "probability": 0.93310546875}, {"start": 768.4, "end": 768.92, "word": " y", "probability": 0.36572265625}, {"start": 768.92, "end": 769.52, "word": " واحد", "probability": 0.76416015625}, {"start": 769.52, "end": 771.0, "word": " فقط", "probability": 0.959716796875}, {"start": 771.0, "end": 771.7, "word": " و", "probability": 0.85595703125}, {"start": 771.7, "end": 771.88, "word": " y", "probability": 0.85791015625}, {"start": 771.88, "end": 772.1, "word": " اتنين", "probability": 0.83251953125}, {"start": 772.1, "end": 772.16, "word": " و", "probability": 0.98193359375}, {"start": 772.16, "end": 772.26, "word": " y", "probability": 0.947265625}, {"start": 772.26, "end": 772.54, "word": " تلاته", "probability": 0.8133544921875}, {"start": 772.54, "end": 772.72, "word": " هدول", "probability": 0.9026692708333334}, {"start": 772.72, "end": 772.86, "word": " مش", "probability": 0.9912109375}, {"start": 772.86, "end": 773.24, "word": " متصلين", "probability": 0.9064127604166666}, {"start": 773.24, "end": 773.34, "word": " مع", "probability": 0.97900390625}, {"start": 773.34, "end": 773.5, "word": " بعض", "probability": 0.99560546875}, {"start": 773.5, "end": 773.62, "word": " ولا", "probability": 0.87646484375}, {"start": 773.62, "end": 773.92, "word": " شايفين", "probability": 0.9735107421875}, {"start": 773.92, "end": 774.18, "word": " بعض", "probability": 0.994140625}, {"start": 774.18, "end": 774.66, "word": " فانا", "probability": 0.9568684895833334}, {"start": 774.66, "end": 774.88, "word": " ممكن", "probability": 0.98779296875}, {"start": 774.88, "end": 775.2, "word": " اعطي", "probability": 0.943603515625}, {"start": 775.2, "end": 775.24, "word": " ال", "probability": 0.666015625}, {"start": 775.24, "end": 775.46, "word": " W", "probability": 0.473876953125}, {"start": 775.46, "end": 775.76, "word": " هنا", "probability": 0.98193359375}, {"start": 775.76, "end": 776.38, "word": " عالية", "probability": 0.97119140625}, {"start": 776.38, "end": 776.78, "word": " فخلاص", "probability": 0.97412109375}, {"start": 776.78, "end": 776.98, "word": " سار", "probability": 0.625244140625}, {"start": 776.98, "end": 777.12, "word": " هذا", "probability": 0.430908203125}, {"start": 777.12, "end": 777.24, "word": " ال", "probability": 0.98486328125}, {"start": 777.24, "end": 777.32, "word": " winner", "probability": 0.97314453125}, {"start": 777.32, "end": 777.7, "word": " انتهى", "probability": 0.9404296875}], "temperature": 1.0}, {"id": 34, "seek": 79536, "start": 778.8, "end": 795.36, "text": "بينتهي خلصت هذا هو ال winner خلاص لكن عملية ال competitive الحقيقة محتاجة يكون في association between them فضروري ال associative process هذه نشتغل عليها تمام الآن ال .. ال .. ال .. ال ..", "tokens": [3555, 9957, 47395, 1829, 16490, 1211, 9381, 2655, 23758, 31439, 2423, 8507, 16490, 1211, 33546, 44381, 6225, 42213, 10632, 2423, 10043, 21542, 38436, 28671, 3714, 33753, 26108, 3660, 7251, 30544, 8978, 14598, 1296, 552, 6156, 11242, 2288, 13063, 1829, 2423, 4180, 1166, 1399, 29538, 8717, 8592, 2655, 17082, 1211, 25894, 11296, 46811, 10943, 6024, 48506, 2423, 4386, 2423, 4386, 2423, 4386, 2423, 4386], "avg_logprob": -0.15307617466896772, "compression_ratio": 1.4756756756756757, "no_speech_prob": 7.12275505065918e-05, "words": [{"start": 778.8, "end": 779.34, "word": "بينتهي", "probability": 0.79486083984375}, {"start": 779.34, "end": 779.78, "word": " خلصت", "probability": 0.883056640625}, {"start": 779.78, "end": 779.92, "word": " هذا", "probability": 0.55712890625}, {"start": 779.92, "end": 780.06, "word": " هو", "probability": 0.9833984375}, {"start": 780.06, "end": 780.14, "word": " ال", "probability": 0.93994140625}, {"start": 780.14, "end": 780.28, "word": " winner", "probability": 0.6494140625}, {"start": 780.28, "end": 780.66, "word": " خلاص", "probability": 0.9599609375}, {"start": 780.66, "end": 781.62, "word": " لكن", "probability": 0.65478515625}, {"start": 781.62, "end": 782.26, "word": " عملية", "probability": 0.9698893229166666}, {"start": 782.26, "end": 782.36, "word": " ال", "probability": 0.955078125}, {"start": 782.36, "end": 782.76, "word": " competitive", "probability": 0.943359375}, {"start": 782.76, "end": 783.26, "word": " الحقيقة", "probability": 0.9117838541666666}, {"start": 783.26, "end": 783.78, "word": " محتاجة", "probability": 0.9759521484375}, {"start": 783.78, "end": 784.0, "word": " يكون", "probability": 0.976318359375}, {"start": 784.0, "end": 784.12, "word": " في", "probability": 0.85693359375}, {"start": 784.12, "end": 784.72, "word": " association", "probability": 0.818359375}, {"start": 784.72, "end": 785.46, "word": " between", "probability": 0.92822265625}, {"start": 785.46, "end": 785.82, "word": " them", "probability": 0.947265625}, {"start": 785.82, "end": 787.14, "word": " فضروري", "probability": 0.96328125}, {"start": 787.14, "end": 787.2, "word": " ال", "probability": 0.9755859375}, {"start": 787.2, "end": 787.82, "word": " associative", "probability": 0.934814453125}, {"start": 787.82, "end": 788.5, "word": " process", "probability": 0.96923828125}, {"start": 788.5, "end": 788.86, "word": " هذه", "probability": 0.60595703125}, {"start": 788.86, "end": 790.0, "word": " نشتغل", "probability": 0.98740234375}, {"start": 790.0, "end": 790.48, "word": " عليها", "probability": 0.993408203125}, {"start": 790.48, "end": 791.64, "word": " تمام", "probability": 0.84814453125}, {"start": 791.64, "end": 792.54, "word": " الآن", "probability": 0.6300048828125}, {"start": 792.54, "end": 793.56, "word": " ال", "probability": 0.88623046875}, {"start": 793.56, "end": 793.98, "word": " ..", "probability": 0.47412109375}, {"start": 793.98, "end": 794.68, "word": " ال", "probability": 0.90625}, {"start": 794.68, "end": 794.68, "word": " ..", "probability": 0.9833984375}, {"start": 794.68, "end": 794.92, "word": " ال", "probability": 0.94921875}, {"start": 794.92, "end": 794.92, "word": " ..", "probability": 0.99169921875}, {"start": 794.92, "end": 795.2, "word": " ال", "probability": 0.92724609375}, {"start": 795.2, "end": 795.36, "word": " ..", "probability": 0.990234375}], "temperature": 1.0}, {"id": 35, "seek": 82114, "start": 795.42, "end": 821.14, "text": "خلّيني أقول الـ connection الجانبية هذه الـ connection الجانبية الحقيقة بتعتمد في فكرتها أن الـ center أو ال winner ممكن أعطيه القيمة الأعلى و اللي ممكن تكون هي الواحد normalised one و اللي حواليها بعطيهم قيم بس أقل شوية هذا إذا أنا محتاج فعلا أعمل هيك إذا احنا محتاجين نعمل هيك وهذا في الغالب بنحتاجها لما بكون بأشتغل على ال 2D", "tokens": [9778, 1211, 11703, 9957, 1829, 5551, 39648, 2423, 39184, 4984, 25724, 7649, 3555, 10632, 29538, 2423, 39184, 4984, 25724, 7649, 3555, 10632, 21542, 38436, 28671, 39894, 34268, 2304, 3215, 8978, 6156, 4117, 43500, 11296, 14739, 2423, 39184, 3056, 34051, 2423, 8507, 3714, 43020, 5551, 3615, 9566, 1829, 3224, 25062, 32640, 3660, 16247, 3615, 23942, 4032, 13672, 1829, 3714, 43020, 6055, 30544, 39896, 2423, 14407, 24401, 2710, 2640, 472, 4032, 13672, 1829, 11331, 2407, 6027, 1829, 11296, 4724, 3615, 9566, 1829, 16095, 12174, 32640, 4724, 3794, 5551, 4587, 1211, 13412, 2407, 10632, 23758, 11933, 15730, 41850, 3714, 33753, 26108, 6156, 3615, 15040, 5551, 25957, 1211, 39896, 4117, 11933, 15730, 1975, 5016, 8315, 3714, 33753, 26108, 9957, 8717, 25957, 1211, 39896, 4117, 37037, 15730, 8978, 6024, 118, 6027, 3555, 44945, 33753, 26108, 11296, 5296, 15042, 4724, 30544, 4724, 10721, 8592, 2655, 17082, 1211, 15844, 2423, 568, 35], "avg_logprob": -0.19595462573717717, "compression_ratio": 1.9399293286219081, "no_speech_prob": 5.960464477539062e-07, "words": [{"start": 795.42, "end": 795.8, "word": "خلّيني", "probability": 0.862109375}, {"start": 795.8, "end": 796.04, "word": " أقول", "probability": 0.852783203125}, {"start": 796.04, "end": 796.26, "word": " الـ", "probability": 0.3560791015625}, {"start": 796.26, "end": 796.52, "word": " connection", "probability": 0.5908203125}, {"start": 796.52, "end": 797.3, "word": " الجانبية", "probability": 0.972900390625}, {"start": 797.3, "end": 797.64, "word": " هذه", "probability": 0.55712890625}, {"start": 797.64, "end": 798.02, "word": " الـ", "probability": 0.5782470703125}, {"start": 798.02, "end": 798.2, "word": " connection", "probability": 0.78173828125}, {"start": 798.2, "end": 799.0, "word": " الجانبية", "probability": 0.992431640625}, {"start": 799.0, "end": 799.6, "word": " الحقيقة", "probability": 0.9694010416666666}, {"start": 799.6, "end": 800.24, "word": " بتعتمد", "probability": 0.94775390625}, {"start": 800.24, "end": 800.46, "word": " في", "probability": 0.84130859375}, {"start": 800.46, "end": 801.08, "word": " فكرتها", "probability": 0.8748779296875}, {"start": 801.08, "end": 801.68, "word": " أن", "probability": 0.5126953125}, {"start": 801.68, "end": 802.04, "word": " الـ", "probability": 0.646240234375}, {"start": 802.04, "end": 802.38, "word": " center", "probability": 0.3837890625}, {"start": 802.38, "end": 802.96, "word": " أو", "probability": 0.94921875}, {"start": 802.96, "end": 803.08, "word": " ال", "probability": 0.9638671875}, {"start": 803.08, "end": 803.36, "word": " winner", "probability": 0.53125}, {"start": 803.36, "end": 803.88, "word": " ممكن", "probability": 0.973388671875}, {"start": 803.88, "end": 804.18, "word": " أعطيه", "probability": 0.853173828125}, {"start": 804.18, "end": 804.48, "word": " القيمة", "probability": 0.94482421875}, {"start": 804.48, "end": 804.82, "word": " الأعلى", "probability": 0.9783528645833334}, {"start": 804.82, "end": 805.18, "word": " و", "probability": 0.732421875}, {"start": 805.18, "end": 805.26, "word": " اللي", "probability": 0.813232421875}, {"start": 805.26, "end": 805.46, "word": " ممكن", "probability": 0.980712890625}, {"start": 805.46, "end": 805.72, "word": " تكون", "probability": 0.94384765625}, {"start": 805.72, "end": 805.84, "word": " هي", "probability": 0.7890625}, {"start": 805.84, "end": 806.26, "word": " الواحد", "probability": 0.95751953125}, {"start": 806.26, "end": 806.94, "word": " normalised", "probability": 0.367919921875}, {"start": 806.94, "end": 808.22, "word": " one", "probability": 0.3701171875}, {"start": 808.22, "end": 808.86, "word": " و", "probability": 0.8369140625}, {"start": 808.86, "end": 809.32, "word": " اللي", "probability": 0.93115234375}, {"start": 809.32, "end": 810.4, "word": " حواليها", "probability": 0.781640625}, {"start": 810.4, "end": 811.36, "word": " بعطيهم", "probability": 0.79599609375}, {"start": 811.36, "end": 811.62, "word": " قيم", "probability": 0.9736328125}, {"start": 811.62, "end": 811.9, "word": " بس", "probability": 0.867919921875}, {"start": 811.9, "end": 812.34, "word": " أقل", "probability": 0.9513346354166666}, {"start": 812.34, "end": 812.8, "word": " شوية", "probability": 0.9000651041666666}, {"start": 812.8, "end": 813.0, "word": " هذا", "probability": 0.64013671875}, {"start": 813.0, "end": 813.14, "word": " إذا", "probability": 0.93017578125}, {"start": 813.14, "end": 813.3, "word": " أنا", "probability": 0.53076171875}, {"start": 813.3, "end": 813.74, "word": " محتاج", "probability": 0.97509765625}, {"start": 813.74, "end": 814.0, "word": " فعلا", "probability": 0.9609375}, {"start": 814.0, "end": 814.28, "word": " أعمل", "probability": 0.8859049479166666}, {"start": 814.28, "end": 814.58, "word": " هيك", "probability": 0.897705078125}, {"start": 814.58, "end": 815.12, "word": " إذا", "probability": 0.887939453125}, {"start": 815.12, "end": 815.26, "word": " احنا", "probability": 0.8099772135416666}, {"start": 815.26, "end": 815.88, "word": " محتاجين", "probability": 0.9920654296875}, {"start": 815.88, "end": 816.42, "word": " نعمل", "probability": 0.9498697916666666}, {"start": 816.42, "end": 816.6, "word": " هيك", "probability": 0.982177734375}, {"start": 816.6, "end": 816.96, "word": " وهذا", "probability": 0.6748046875}, {"start": 816.96, "end": 817.18, "word": " في", "probability": 0.791015625}, {"start": 817.18, "end": 817.74, "word": " الغالب", "probability": 0.98681640625}, {"start": 817.74, "end": 818.76, "word": " بنحتاجها", "probability": 0.8983154296875}, {"start": 818.76, "end": 819.44, "word": " لما", "probability": 0.95654296875}, {"start": 819.44, "end": 819.76, "word": " بكون", "probability": 0.849609375}, {"start": 819.76, "end": 820.32, "word": " بأشتغل", "probability": 0.8247477213541666}, {"start": 820.32, "end": 820.54, "word": " على", "probability": 0.970703125}, {"start": 820.54, "end": 820.8, "word": " ال", "probability": 0.96728515625}, {"start": 820.8, "end": 821.14, "word": " 2D", "probability": 0.5753173828125}], "temperature": 1.0}, {"id": 36, "seek": 82755, "start": 821.83, "end": 827.55, "text": "يعني بمعنى أن أنا بجثّت تماما فكرة القشرة الدماغية", "tokens": [40228, 22653, 4724, 2304, 3615, 1863, 7578, 14739, 41850, 4724, 7435, 12984, 11703, 2655, 46811, 10943, 995, 6156, 4117, 25720, 25062, 8592, 25720, 32748, 2304, 5718, 118, 10632], "avg_logprob": -0.15072737480032034, "compression_ratio": 1.1794871794871795, "no_speech_prob": 0.0, "words": [{"start": 821.83, "end": 822.17, "word": "يعني", "probability": 0.90087890625}, {"start": 822.17, "end": 822.85, "word": " بمعنى", "probability": 0.92783203125}, {"start": 822.85, "end": 822.93, "word": " أن", "probability": 0.48828125}, {"start": 822.93, "end": 823.05, "word": " أنا", "probability": 0.82421875}, {"start": 823.05, "end": 823.95, "word": " بجثّت", "probability": 0.716552734375}, {"start": 823.95, "end": 824.85, "word": " تماما", "probability": 0.9127604166666666}, {"start": 824.85, "end": 825.83, "word": " فكرة", "probability": 0.9640299479166666}, {"start": 825.83, "end": 826.95, "word": " القشرة", "probability": 0.9607747395833334}, {"start": 826.95, "end": 827.55, "word": " الدماغية", "probability": 0.96689453125}], "temperature": 1.0}, {"id": 37, "seek": 85284, "start": 828.36, "end": 852.84, "text": "2D و بدى يكون في عندى هذه ال connections بناء على معادلة و المعادلة هدى هي عبارة عن ال Mexican hat function ال Mexican hat function او اللى هى الطاقية اللى عاملة زى الطاقية المكسيكية و اللى هى شكلها هدى هيك شكل الطاقية الطاقية المكسيكية اللى لو أخدنا الطاقية المكسيكية جسيتها هيك من النص هتجد ان حوافها عاملة بهذا الشكل", "tokens": [17, 35, 4032, 47525, 7578, 7251, 30544, 8978, 43242, 7578, 29538, 2423, 9271, 44945, 16606, 15844, 20449, 18513, 37977, 4032, 9673, 3615, 18513, 37977, 8032, 3215, 7578, 39896, 6225, 3555, 9640, 3660, 18871, 2423, 16164, 2385, 2445, 2423, 16164, 2385, 2445, 1975, 2407, 13672, 7578, 8032, 7578, 41950, 995, 4587, 10632, 13672, 7578, 6225, 10943, 37977, 30767, 7578, 41950, 995, 4587, 10632, 9673, 4117, 3794, 1829, 4117, 10632, 4032, 13672, 7578, 8032, 7578, 13412, 28820, 11296, 8032, 3215, 7578, 39896, 4117, 13412, 28820, 41950, 995, 4587, 10632, 41950, 995, 4587, 10632, 9673, 4117, 3794, 1829, 4117, 10632, 13672, 7578, 45164, 5551, 9778, 3215, 8315, 41950, 995, 4587, 10632, 9673, 4117, 3794, 1829, 4117, 10632, 10874, 3794, 36081, 11296, 39896, 4117, 9154, 28239, 9381, 8032, 2655, 7435, 3215, 16472, 11331, 14407, 5172, 11296, 6225, 10943, 37977, 39627, 15730, 25124, 28820], "avg_logprob": -0.15569197077836308, "compression_ratio": 2.2844827586206895, "no_speech_prob": 8.940696716308594e-07, "words": [{"start": 828.36, "end": 828.86, "word": "2D", "probability": 0.662841796875}, {"start": 828.86, "end": 829.46, "word": " و", "probability": 0.86181640625}, {"start": 829.46, "end": 829.8, "word": " بدى", "probability": 0.3189697265625}, {"start": 829.8, "end": 830.0, "word": " يكون", "probability": 0.95458984375}, {"start": 830.0, "end": 830.18, "word": " في", "probability": 0.7841796875}, {"start": 830.18, "end": 830.84, "word": " عندى", "probability": 0.76220703125}, {"start": 830.84, "end": 831.12, "word": " هذه", "probability": 0.92822265625}, {"start": 831.12, "end": 831.3, "word": " ال", "probability": 0.984375}, {"start": 831.3, "end": 831.78, "word": " connections", "probability": 0.96240234375}, {"start": 831.78, "end": 833.44, "word": " بناء", "probability": 0.9423828125}, {"start": 833.44, "end": 833.64, "word": " على", "probability": 0.80078125}, {"start": 833.64, "end": 834.4, "word": " معادلة", "probability": 0.9931640625}, {"start": 834.4, "end": 834.68, "word": " و", "probability": 0.60791015625}, {"start": 834.68, "end": 835.06, "word": " المعادلة", "probability": 0.973388671875}, {"start": 835.06, "end": 835.26, "word": " هدى", "probability": 0.5887858072916666}, {"start": 835.26, "end": 835.46, "word": " هي", "probability": 0.64111328125}, {"start": 835.46, "end": 835.84, "word": " عبارة", "probability": 0.990478515625}, {"start": 835.84, "end": 836.08, "word": " عن", "probability": 0.99267578125}, {"start": 836.08, "end": 836.48, "word": " ال", "probability": 0.775390625}, {"start": 836.48, "end": 836.92, "word": " Mexican", "probability": 0.8837890625}, {"start": 836.92, "end": 837.68, "word": " hat", "probability": 0.75}, {"start": 837.68, "end": 838.36, "word": " function", "probability": 0.9482421875}, {"start": 838.36, "end": 838.72, "word": " ال", "probability": 0.405517578125}, {"start": 838.72, "end": 839.0, "word": " Mexican", "probability": 0.79345703125}, {"start": 839.0, "end": 839.24, "word": " hat", "probability": 0.96435546875}, {"start": 839.24, "end": 839.56, "word": " function", "probability": 0.966796875}, {"start": 839.56, "end": 839.82, "word": " او", "probability": 0.79638671875}, {"start": 839.82, "end": 840.18, "word": " اللى", "probability": 0.938720703125}, {"start": 840.18, "end": 840.32, "word": " هى", "probability": 0.89892578125}, {"start": 840.32, "end": 840.76, "word": " الطاقية", "probability": 0.7545166015625}, {"start": 840.76, "end": 841.2, "word": " اللى", "probability": 0.983154296875}, {"start": 841.2, "end": 841.38, "word": " عاملة", "probability": 0.94384765625}, {"start": 841.38, "end": 841.52, "word": " زى", "probability": 0.949462890625}, {"start": 841.52, "end": 841.94, "word": " الطاقية", "probability": 0.991455078125}, {"start": 841.94, "end": 842.82, "word": " المكسيكية", "probability": 0.9335123697916666}, {"start": 842.82, "end": 843.24, "word": " و", "probability": 0.53125}, {"start": 843.24, "end": 843.34, "word": " اللى", "probability": 0.920654296875}, {"start": 843.34, "end": 843.7, "word": " هى", "probability": 0.516357421875}, {"start": 843.7, "end": 844.32, "word": " شكلها", "probability": 0.8834635416666666}, {"start": 844.32, "end": 844.8, "word": " هدى", "probability": 0.72607421875}, {"start": 844.8, "end": 845.1, "word": " هيك", "probability": 0.930419921875}, {"start": 845.1, "end": 845.66, "word": " شكل", "probability": 0.975830078125}, {"start": 845.66, "end": 846.18, "word": " الطاقية", "probability": 0.9893798828125}, {"start": 846.18, "end": 846.72, "word": " الطاقية", "probability": 0.78167724609375}, {"start": 846.72, "end": 847.38, "word": " المكسيكية", "probability": 0.9922688802083334}, {"start": 847.38, "end": 848.26, "word": " اللى", "probability": 0.979248046875}, {"start": 848.26, "end": 848.48, "word": " لو", "probability": 0.98779296875}, {"start": 848.48, "end": 849.02, "word": " أخدنا", "probability": 0.943603515625}, {"start": 849.02, "end": 849.3, "word": " الطاقية", "probability": 0.972900390625}, {"start": 849.3, "end": 849.76, "word": " المكسيكية", "probability": 0.9951985677083334}, {"start": 849.76, "end": 850.22, "word": " جسيتها", "probability": 0.8253173828125}, {"start": 850.22, "end": 850.36, "word": " هيك", "probability": 0.79150390625}, {"start": 850.36, "end": 850.5, "word": " من", "probability": 0.9970703125}, {"start": 850.5, "end": 850.84, "word": " النص", "probability": 0.9365234375}, {"start": 850.84, "end": 851.32, "word": " هتجد", "probability": 0.9498291015625}, {"start": 851.32, "end": 851.46, "word": " ان", "probability": 0.56396484375}, {"start": 851.46, "end": 851.96, "word": " حوافها", "probability": 0.9710693359375}, {"start": 851.96, "end": 852.2, "word": " عاملة", "probability": 0.99560546875}, {"start": 852.2, "end": 852.46, "word": " بهذا", "probability": 0.97119140625}, {"start": 852.46, "end": 852.84, "word": " الشكل", "probability": 0.9931640625}], "temperature": 1.0}, {"id": 38, "seek": 87972, "start": 853.52, "end": 879.72, "text": "طالع من النص و بعدين نازلة و بعدين طالعة مجموعة ال edges بتاعتها okay بمعنى انه عند الصفر عند الصفر معناته انا بالظبط عند ال center عند ال center يعني عند ال winner center يعني انا عند ال winner المسافة بيني و بين ال winner zero فبعطي لل winner هذه ال node هذه او لل neuron هذه بعطيها قيمة واحد طيب جدش انا بعيد عنها", "tokens": [9566, 6027, 3615, 9154, 28239, 9381, 4032, 39182, 9957, 8717, 31377, 37977, 4032, 39182, 9957, 23032, 6027, 27884, 3714, 7435, 2304, 2407, 27884, 2423, 8819, 39894, 995, 34268, 11296, 1392, 4724, 2304, 3615, 1863, 7578, 16472, 3224, 43242, 31767, 5172, 2288, 43242, 31767, 5172, 2288, 20449, 8315, 47395, 1975, 8315, 20666, 19913, 3555, 9566, 43242, 2423, 3056, 43242, 2423, 3056, 37495, 22653, 43242, 2423, 8507, 3056, 37495, 22653, 1975, 8315, 43242, 2423, 8507, 9673, 3794, 31845, 3660, 49374, 1829, 4032, 49374, 2423, 8507, 4018, 6156, 3555, 3615, 9566, 1829, 24976, 8507, 29538, 2423, 9984, 29538, 1975, 2407, 24976, 34090, 29538, 4724, 3615, 9566, 1829, 11296, 12174, 32640, 3660, 36764, 24401, 23032, 1829, 3555, 10874, 3215, 8592, 1975, 8315, 45030, 25708, 18871, 11296], "avg_logprob": -0.16209350223463725, "compression_ratio": 2.095833333333333, "no_speech_prob": 1.7881393432617188e-06, "words": [{"start": 853.52, "end": 853.84, "word": "طالع", "probability": 0.7859700520833334}, {"start": 853.84, "end": 854.0, "word": " من", "probability": 0.99267578125}, {"start": 854.0, "end": 854.36, "word": " النص", "probability": 0.946044921875}, {"start": 854.36, "end": 854.54, "word": " و", "probability": 0.373291015625}, {"start": 854.54, "end": 855.0, "word": " بعدين", "probability": 0.938232421875}, {"start": 855.0, "end": 855.7, "word": " نازلة", "probability": 0.8191731770833334}, {"start": 855.7, "end": 855.8, "word": " و", "probability": 0.8955078125}, {"start": 855.8, "end": 856.12, "word": " بعدين", "probability": 0.96923828125}, {"start": 856.12, "end": 857.5, "word": " طالعة", "probability": 0.8543294270833334}, {"start": 857.5, "end": 858.42, "word": " مجموعة", "probability": 0.91416015625}, {"start": 858.42, "end": 858.82, "word": " ال", "probability": 0.95458984375}, {"start": 858.82, "end": 859.06, "word": " edges", "probability": 0.857421875}, {"start": 859.06, "end": 859.68, "word": " بتاعتها", "probability": 0.8397216796875}, {"start": 859.68, "end": 860.28, "word": " okay", "probability": 0.298095703125}, {"start": 860.28, "end": 861.06, "word": " بمعنى", "probability": 0.95068359375}, {"start": 861.06, "end": 861.28, "word": " انه", "probability": 0.600830078125}, {"start": 861.28, "end": 861.44, "word": " عند", "probability": 0.9775390625}, {"start": 861.44, "end": 862.02, "word": " الصفر", "probability": 0.9420572916666666}, {"start": 862.02, "end": 863.52, "word": " عند", "probability": 0.67626953125}, {"start": 863.52, "end": 863.96, "word": " الصفر", "probability": 0.97412109375}, {"start": 863.96, "end": 864.36, "word": " معناته", "probability": 0.9319661458333334}, {"start": 864.36, "end": 864.74, "word": " انا", "probability": 0.719970703125}, {"start": 864.74, "end": 865.64, "word": " بالظبط", "probability": 0.970703125}, {"start": 865.64, "end": 865.88, "word": " عند", "probability": 0.97314453125}, {"start": 865.88, "end": 866.04, "word": " ال", "probability": 0.9619140625}, {"start": 866.04, "end": 866.36, "word": " center", "probability": 0.73681640625}, {"start": 866.36, "end": 867.02, "word": " عند", "probability": 0.9248046875}, {"start": 867.02, "end": 867.16, "word": " ال", "probability": 0.98583984375}, {"start": 867.16, "end": 867.36, "word": " center", "probability": 0.845703125}, {"start": 867.36, "end": 867.56, "word": " يعني", "probability": 0.96728515625}, {"start": 867.56, "end": 867.74, "word": " عند", "probability": 0.46875}, {"start": 867.74, "end": 868.26, "word": " ال", "probability": 0.93212890625}, {"start": 868.26, "end": 868.56, "word": " winner", "probability": 0.93212890625}, {"start": 868.56, "end": 869.76, "word": " center", "probability": 0.38623046875}, {"start": 869.76, "end": 870.06, "word": " يعني", "probability": 0.9765625}, {"start": 870.06, "end": 870.18, "word": " انا", "probability": 0.818115234375}, {"start": 870.18, "end": 870.6, "word": " عند", "probability": 0.87890625}, {"start": 870.6, "end": 870.74, "word": " ال", "probability": 0.98779296875}, {"start": 870.74, "end": 870.94, "word": " winner", "probability": 0.97802734375}, {"start": 870.94, "end": 871.62, "word": " المسافة", "probability": 0.9718017578125}, {"start": 871.62, "end": 871.88, "word": " بيني", "probability": 0.96240234375}, {"start": 871.88, "end": 871.92, "word": " و", "probability": 0.69091796875}, {"start": 871.92, "end": 872.08, "word": " بين", "probability": 0.9814453125}, {"start": 872.08, "end": 872.18, "word": " ال", "probability": 0.984375}, {"start": 872.18, "end": 872.36, "word": " winner", "probability": 0.984375}, {"start": 872.36, "end": 872.7, "word": " zero", "probability": 0.1961669921875}, {"start": 872.7, "end": 873.46, "word": " فبعطي", "probability": 0.92646484375}, {"start": 873.46, "end": 873.76, "word": " لل", "probability": 0.7939453125}, {"start": 873.76, "end": 874.02, "word": " winner", "probability": 0.9794921875}, {"start": 874.02, "end": 874.28, "word": " هذه", "probability": 0.5048828125}, {"start": 874.28, "end": 874.42, "word": " ال", "probability": 0.5751953125}, {"start": 874.42, "end": 874.56, "word": " node", "probability": 0.93994140625}, {"start": 874.56, "end": 874.86, "word": " هذه", "probability": 0.87158203125}, {"start": 874.86, "end": 875.42, "word": " او", "probability": 0.932861328125}, {"start": 875.42, "end": 875.56, "word": " لل", "probability": 0.52587890625}, {"start": 875.56, "end": 875.84, "word": " neuron", "probability": 0.86328125}, {"start": 875.84, "end": 876.06, "word": " هذه", "probability": 0.89794921875}, {"start": 876.06, "end": 876.44, "word": " بعطيها", "probability": 0.9263671875}, {"start": 876.44, "end": 876.84, "word": " قيمة", "probability": 0.9820963541666666}, {"start": 876.84, "end": 877.44, "word": " واحد", "probability": 0.962890625}, {"start": 877.44, "end": 878.32, "word": " طيب", "probability": 0.9723307291666666}, {"start": 878.32, "end": 878.98, "word": " جدش", "probability": 0.68994140625}, {"start": 878.98, "end": 879.1, "word": " انا", "probability": 0.879150390625}, {"start": 879.1, "end": 879.36, "word": " بعيد", "probability": 0.989501953125}, {"start": 879.36, "end": 879.72, "word": " عنها", "probability": 0.995849609375}], "temperature": 1.0}, {"id": 39, "seek": 90529, "start": 881.23, "end": 905.29, "text": "جداش بعيد عنها ناخد المثال اللي كنا ماخدينه طوا فيه عندى واحدة هنا و حواليها مجموعة هي 2D مثلا طبعا الكلام ده ممكن 3D و 4D و 5D عادي بيشتغل بكل الطرق بحيث انه باشي بحسب مسافات لو جينا هنا قولنا هذا صفر فإذا هي ال node طيب على مسافة واحد", "tokens": [7435, 3215, 33599, 45030, 25708, 18871, 11296, 8717, 47283, 3215, 9673, 12984, 6027, 13672, 1829, 9122, 8315, 3714, 47283, 3215, 9957, 3224, 23032, 14407, 8978, 3224, 43242, 7578, 36764, 24401, 3660, 34105, 4032, 11331, 2407, 6027, 1829, 11296, 3714, 7435, 2304, 2407, 27884, 39896, 568, 35, 50113, 15040, 23032, 3555, 3615, 995, 2423, 28820, 10943, 11778, 3224, 3714, 43020, 805, 35, 4032, 1017, 35, 4032, 1025, 35, 6225, 995, 16254, 4724, 1829, 8592, 2655, 17082, 1211, 4724, 28820, 41950, 2288, 4587, 4724, 5016, 1829, 12984, 16472, 3224, 4724, 33599, 1829, 4724, 5016, 35457, 47524, 31845, 9307, 45164, 10874, 1829, 8315, 34105, 12174, 12610, 8315, 23758, 20328, 5172, 2288, 6156, 28814, 15730, 39896, 2423, 9984, 23032, 1829, 3555, 15844, 47524, 31845, 3660, 36764, 24401], "avg_logprob": -0.17716733234063273, "compression_ratio": 1.7446808510638299, "no_speech_prob": 3.159046173095703e-06, "words": [{"start": 881.23, "end": 881.57, "word": "جداش", "probability": 0.4852294921875}, {"start": 881.57, "end": 881.87, "word": " بعيد", "probability": 0.9638671875}, {"start": 881.87, "end": 882.25, "word": " عنها", "probability": 0.99267578125}, {"start": 882.25, "end": 883.39, "word": " ناخد", "probability": 0.9405924479166666}, {"start": 883.39, "end": 885.41, "word": " المثال", "probability": 0.8990885416666666}, {"start": 885.41, "end": 885.55, "word": " اللي", "probability": 0.86962890625}, {"start": 885.55, "end": 885.71, "word": " كنا", "probability": 0.95849609375}, {"start": 885.71, "end": 886.11, "word": " ماخدينه", "probability": 0.9134765625}, {"start": 886.11, "end": 886.33, "word": " طوا", "probability": 0.3494873046875}, {"start": 886.33, "end": 886.55, "word": " فيه", "probability": 0.5863037109375}, {"start": 886.55, "end": 886.77, "word": " عندى", "probability": 0.6378173828125}, {"start": 886.77, "end": 887.07, "word": " واحدة", "probability": 0.90234375}, {"start": 887.07, "end": 887.33, "word": " هنا", "probability": 0.9873046875}, {"start": 887.33, "end": 888.01, "word": " و", "probability": 0.9541015625}, {"start": 888.01, "end": 888.67, "word": " حواليها", "probability": 0.8693359375}, {"start": 888.67, "end": 889.81, "word": " مجموعة", "probability": 0.95576171875}, {"start": 889.81, "end": 890.07, "word": " هي", "probability": 0.45849609375}, {"start": 890.07, "end": 890.41, "word": " 2D", "probability": 0.800537109375}, {"start": 890.41, "end": 890.77, "word": " مثلا", "probability": 0.954833984375}, {"start": 890.77, "end": 891.33, "word": " طبعا", "probability": 0.914306640625}, {"start": 891.33, "end": 891.53, "word": " الكلام", "probability": 0.7978515625}, {"start": 891.53, "end": 891.65, "word": " ده", "probability": 0.924560546875}, {"start": 891.65, "end": 891.93, "word": " ممكن", "probability": 0.980224609375}, {"start": 891.93, "end": 892.55, "word": " 3D", "probability": 0.943115234375}, {"start": 892.55, "end": 892.85, "word": " و", "probability": 0.84912109375}, {"start": 892.85, "end": 893.65, "word": " 4D", "probability": 0.9033203125}, {"start": 893.65, "end": 893.77, "word": " و", "probability": 0.69775390625}, {"start": 893.77, "end": 894.29, "word": " 5D", "probability": 0.882568359375}, {"start": 894.29, "end": 894.97, "word": " عادي", "probability": 0.8221028645833334}, {"start": 894.97, "end": 895.35, "word": " بيشتغل", "probability": 0.9352213541666666}, {"start": 895.35, "end": 895.73, "word": " بكل", "probability": 0.934814453125}, {"start": 895.73, "end": 896.51, "word": " الطرق", "probability": 0.87890625}, {"start": 896.51, "end": 897.09, "word": " بحيث", "probability": 0.9783935546875}, {"start": 897.09, "end": 897.25, "word": " انه", "probability": 0.7220458984375}, {"start": 897.25, "end": 897.45, "word": " باشي", "probability": 0.7462565104166666}, {"start": 897.45, "end": 897.69, "word": " بحسب", "probability": 0.9729817708333334}, {"start": 897.69, "end": 898.27, "word": " مسافات", "probability": 0.9925130208333334}, {"start": 898.27, "end": 899.07, "word": " لو", "probability": 0.93408203125}, {"start": 899.07, "end": 899.31, "word": " جينا", "probability": 0.9860026041666666}, {"start": 899.31, "end": 899.47, "word": " هنا", "probability": 0.98583984375}, {"start": 899.47, "end": 899.77, "word": " قولنا", "probability": 0.82275390625}, {"start": 899.77, "end": 899.95, "word": " هذا", "probability": 0.654296875}, {"start": 899.95, "end": 900.41, "word": " صفر", "probability": 0.8434244791666666}, {"start": 900.41, "end": 901.11, "word": " فإذا", "probability": 0.9099934895833334}, {"start": 901.11, "end": 901.43, "word": " هي", "probability": 0.35546875}, {"start": 901.43, "end": 901.87, "word": " ال", "probability": 0.7294921875}, {"start": 901.87, "end": 902.23, "word": " node", "probability": 0.89697265625}, {"start": 902.23, "end": 903.83, "word": " طيب", "probability": 0.9322916666666666}, {"start": 903.83, "end": 904.21, "word": " على", "probability": 0.83447265625}, {"start": 904.21, "end": 904.73, "word": " مسافة", "probability": 0.9951171875}, {"start": 904.73, "end": 905.29, "word": " واحد", "probability": 0.9072265625}], "temperature": 1.0}, {"id": 40, "seek": 93322, "start": 906.54, "end": 933.22, "text": "مسافة واحد بمعنى هي مسافة واحد جدش القيمة هتيجي القيمة هنا جدش قيمتها هنا نفترض او point مش عارف هنا هنعطيها واحد هذه مثلا او point four five for example لإن هي أقل شوية من النص هذه واحد معناته او point four five او point four five كلهم نفس المسافة تبعد عن ال winner او point four five كويس المسافة هذه", "tokens": [2304, 3794, 31845, 3660, 36764, 24401, 4724, 2304, 3615, 1863, 7578, 39896, 47524, 31845, 3660, 36764, 24401, 10874, 3215, 8592, 25062, 32640, 3660, 8032, 31371, 7435, 1829, 25062, 32640, 3660, 34105, 10874, 3215, 8592, 12174, 32640, 2655, 11296, 34105, 8717, 5172, 2655, 43042, 1975, 2407, 935, 37893, 6225, 9640, 5172, 34105, 8032, 1863, 3615, 9566, 1829, 11296, 36764, 24401, 29538, 50113, 15040, 1975, 2407, 935, 1451, 1732, 337, 1365, 5296, 28814, 1863, 39896, 5551, 4587, 1211, 13412, 2407, 10632, 9154, 28239, 9381, 29538, 36764, 24401, 20449, 8315, 47395, 1975, 2407, 935, 1451, 1732, 1975, 2407, 935, 1451, 1732, 28242, 16095, 8717, 36178, 9673, 3794, 31845, 3660, 6055, 3555, 22488, 18871, 2423, 8507, 1975, 2407, 935, 1451, 1732, 9122, 45865, 3794, 9673, 3794, 31845, 3660, 29538], "avg_logprob": -0.11935763593230929, "compression_ratio": 2.084070796460177, "no_speech_prob": 1.7285346984863281e-06, "words": [{"start": 906.54, "end": 907.26, "word": "مسافة", "probability": 0.97314453125}, {"start": 907.26, "end": 907.98, "word": " واحد", "probability": 0.896484375}, {"start": 907.98, "end": 908.36, "word": " بمعنى", "probability": 0.8822265625}, {"start": 908.36, "end": 908.5, "word": " هي", "probability": 0.6171875}, {"start": 908.5, "end": 908.86, "word": " مسافة", "probability": 0.9905598958333334}, {"start": 908.86, "end": 909.24, "word": " واحد", "probability": 0.98681640625}, {"start": 909.24, "end": 909.94, "word": " جدش", "probability": 0.7294108072916666}, {"start": 909.94, "end": 910.6, "word": " القيمة", "probability": 0.9619140625}, {"start": 910.6, "end": 911.44, "word": " هتيجي", "probability": 0.88330078125}, {"start": 911.44, "end": 911.78, "word": " القيمة", "probability": 0.9659830729166666}, {"start": 911.78, "end": 912.06, "word": " هنا", "probability": 0.9814453125}, {"start": 912.06, "end": 912.62, "word": " جدش", "probability": 0.8953450520833334}, {"start": 912.62, "end": 912.98, "word": " قيمتها", "probability": 0.9859619140625}, {"start": 912.98, "end": 913.24, "word": " هنا", "probability": 0.9921875}, {"start": 913.24, "end": 914.12, "word": " نفترض", "probability": 0.9659423828125}, {"start": 914.12, "end": 914.38, "word": " او", "probability": 0.6065673828125}, {"start": 914.38, "end": 914.64, "word": " point", "probability": 0.7568359375}, {"start": 914.64, "end": 915.44, "word": " مش", "probability": 0.90234375}, {"start": 915.44, "end": 915.72, "word": " عارف", "probability": 0.9939778645833334}, {"start": 915.72, "end": 915.88, "word": " هنا", "probability": 0.88818359375}, {"start": 915.88, "end": 916.38, "word": " هنعطيها", "probability": 0.85400390625}, {"start": 916.38, "end": 916.76, "word": " واحد", "probability": 0.98681640625}, {"start": 916.76, "end": 917.12, "word": " هذه", "probability": 0.435791015625}, {"start": 917.12, "end": 917.42, "word": " مثلا", "probability": 0.963134765625}, {"start": 917.42, "end": 917.7, "word": " او", "probability": 0.758544921875}, {"start": 917.7, "end": 917.9, "word": " point", "probability": 0.9560546875}, {"start": 917.9, "end": 918.2, "word": " four", "probability": 0.755859375}, {"start": 918.2, "end": 918.64, "word": " five", "probability": 0.82177734375}, {"start": 918.64, "end": 919.12, "word": " for", "probability": 0.8955078125}, {"start": 919.12, "end": 919.52, "word": " example", "probability": 0.97607421875}, {"start": 919.52, "end": 919.76, "word": " لإن", "probability": 0.7967936197916666}, {"start": 919.76, "end": 919.92, "word": " هي", "probability": 0.51123046875}, {"start": 919.92, "end": 920.2, "word": " أقل", "probability": 0.8444010416666666}, {"start": 920.2, "end": 920.5, "word": " شوية", "probability": 0.91162109375}, {"start": 920.5, "end": 920.66, "word": " من", "probability": 0.99169921875}, {"start": 920.66, "end": 921.02, "word": " النص", "probability": 0.945556640625}, {"start": 921.02, "end": 921.86, "word": " هذه", "probability": 0.7578125}, {"start": 921.86, "end": 922.22, "word": " واحد", "probability": 0.974853515625}, {"start": 922.22, "end": 922.58, "word": " معناته", "probability": 0.9661458333333334}, {"start": 922.58, "end": 922.86, "word": " او", "probability": 0.93701171875}, {"start": 922.86, "end": 923.06, "word": " point", "probability": 0.97802734375}, {"start": 923.06, "end": 923.42, "word": " four", "probability": 0.94384765625}, {"start": 923.42, "end": 923.94, "word": " five", "probability": 0.943359375}, {"start": 923.94, "end": 924.6, "word": " او", "probability": 0.875732421875}, {"start": 924.6, "end": 924.86, "word": " point", "probability": 0.98486328125}, {"start": 924.86, "end": 925.52, "word": " four", "probability": 0.9296875}, {"start": 925.52, "end": 925.96, "word": " five", "probability": 0.9384765625}, {"start": 925.96, "end": 926.26, "word": " كلهم", "probability": 0.94384765625}, {"start": 926.26, "end": 926.46, "word": " نفس", "probability": 0.995361328125}, {"start": 926.46, "end": 926.94, "word": " المسافة", "probability": 0.89990234375}, {"start": 926.94, "end": 927.24, "word": " تبعد", "probability": 0.9508463541666666}, {"start": 927.24, "end": 927.54, "word": " عن", "probability": 0.98095703125}, {"start": 927.54, "end": 928.76, "word": " ال", "probability": 0.96435546875}, {"start": 928.76, "end": 929.0, "word": " winner", "probability": 0.91015625}, {"start": 929.0, "end": 930.32, "word": " او", "probability": 0.90673828125}, {"start": 930.32, "end": 930.5, "word": " point", "probability": 0.98388671875}, {"start": 930.5, "end": 930.8, "word": " four", "probability": 0.94873046875}, {"start": 930.8, "end": 931.24, "word": " five", "probability": 0.93115234375}, {"start": 931.24, "end": 931.96, "word": " كويس", "probability": 0.8444010416666666}, {"start": 931.96, "end": 932.92, "word": " المسافة", "probability": 0.952392578125}, {"start": 932.92, "end": 933.22, "word": " هذه", "probability": 0.8701171875}], "temperature": 1.0}, {"id": 41, "seek": 96314, "start": 934.28, "end": 963.14, "text": "إذا هذه المسافة واحد فهذه المسافة 1.4 شكل في ثغورث المثلث القائم الزاوية هذا واحد وهذه واحد فجدش ال water 1.4 1.4 معنا ذلك إن هنا الانتنين هنا الواحد ونص بتيجي تقريبا هنا فهيكون قيمة أقل شوية خلينا نقول نص يعني حوالي ربع فهذه القيمة 0.25 0.25 تقريبا طبعا الأرقام لتوضيح فقط المعنى", "tokens": [28814, 15730, 29538, 9673, 3794, 31845, 3660, 36764, 24401, 6156, 3224, 24192, 9673, 3794, 31845, 3660, 502, 13, 19, 13412, 28820, 8978, 38637, 17082, 13063, 12984, 9673, 12984, 1211, 12984, 25062, 16373, 2304, 6024, 110, 995, 2407, 10632, 23758, 36764, 24401, 37037, 24192, 36764, 24401, 6156, 7435, 3215, 8592, 2423, 1281, 502, 13, 19, 502, 13, 19, 20449, 8315, 29910, 23275, 36145, 34105, 2423, 7649, 2655, 1863, 9957, 34105, 2423, 14407, 24401, 4032, 1863, 9381, 39894, 1829, 7435, 1829, 6055, 4587, 16572, 3555, 995, 34105, 6156, 3224, 1829, 30544, 12174, 32640, 3660, 5551, 4587, 1211, 13412, 2407, 10632, 16490, 20292, 8315, 8717, 39648, 8717, 9381, 37495, 22653, 11331, 2407, 6027, 1829, 12602, 3555, 3615, 6156, 3224, 24192, 25062, 32640, 3660, 1958, 13, 6074, 1958, 13, 6074, 6055, 4587, 16572, 3555, 995, 23032, 3555, 3615, 995, 16247, 2288, 4587, 10943, 5296, 2655, 2407, 11242, 1829, 5016, 6156, 47432, 9673, 3615, 1863, 7578], "avg_logprob": -0.17537007265185056, "compression_ratio": 1.9209486166007905, "no_speech_prob": 3.159046173095703e-06, "words": [{"start": 934.28, "end": 934.52, "word": "إذا", "probability": 0.765625}, {"start": 934.52, "end": 934.72, "word": " هذه", "probability": 0.7861328125}, {"start": 934.72, "end": 935.1, "word": " المسافة", "probability": 0.96728515625}, {"start": 935.1, "end": 935.34, "word": " واحد", "probability": 0.725341796875}, {"start": 935.34, "end": 935.6, "word": " فهذه", "probability": 0.89599609375}, {"start": 935.6, "end": 935.98, "word": " المسافة", "probability": 0.8701171875}, {"start": 935.98, "end": 936.18, "word": " 1", "probability": 0.58203125}, {"start": 936.18, "end": 936.92, "word": ".4", "probability": 0.97998046875}, {"start": 936.92, "end": 938.66, "word": " شكل", "probability": 0.358642578125}, {"start": 938.66, "end": 939.32, "word": " في", "probability": 0.85693359375}, {"start": 939.32, "end": 939.76, "word": " ثغورث", "probability": 0.7398681640625}, {"start": 939.76, "end": 940.78, "word": " المثلث", "probability": 0.8577880859375}, {"start": 940.78, "end": 941.06, "word": " القائم", "probability": 0.8362630208333334}, {"start": 941.06, "end": 941.48, "word": " الزاوية", "probability": 0.94794921875}, {"start": 941.48, "end": 942.34, "word": " هذا", "probability": 0.58642578125}, {"start": 942.34, "end": 943.12, "word": " واحد", "probability": 0.893310546875}, {"start": 943.12, "end": 943.42, "word": " وهذه", "probability": 0.600341796875}, {"start": 943.42, "end": 943.78, "word": " واحد", "probability": 0.984130859375}, {"start": 943.78, "end": 944.26, "word": " فجدش", "probability": 0.8087158203125}, {"start": 944.26, "end": 944.48, "word": " ال", "probability": 0.95458984375}, {"start": 944.48, "end": 944.74, "word": " water", "probability": 0.75732421875}, {"start": 944.74, "end": 945.18, "word": " 1", "probability": 0.6328125}, {"start": 945.18, "end": 945.82, "word": ".4", "probability": 0.994873046875}, {"start": 945.82, "end": 946.3, "word": " 1", "probability": 0.6083984375}, {"start": 946.3, "end": 946.98, "word": ".4", "probability": 0.996826171875}, {"start": 946.98, "end": 947.5, "word": " معنا", "probability": 0.82080078125}, {"start": 947.5, "end": 947.72, "word": " ذلك", "probability": 0.840087890625}, {"start": 947.72, "end": 947.86, "word": " إن", "probability": 0.30615234375}, {"start": 947.86, "end": 948.06, "word": " هنا", "probability": 0.814453125}, {"start": 948.06, "end": 948.5, "word": " الانتنين", "probability": 0.74580078125}, {"start": 948.5, "end": 948.68, "word": " هنا", "probability": 0.734375}, {"start": 948.68, "end": 949.0, "word": " الواحد", "probability": 0.9275716145833334}, {"start": 949.0, "end": 949.28, "word": " ونص", "probability": 0.8590494791666666}, {"start": 949.28, "end": 949.62, "word": " بتيجي", "probability": 0.7862548828125}, {"start": 949.62, "end": 950.04, "word": " تقريبا", "probability": 0.98466796875}, {"start": 950.04, "end": 950.28, "word": " هنا", "probability": 0.99169921875}, {"start": 950.28, "end": 951.06, "word": " فهيكون", "probability": 0.9189453125}, {"start": 951.06, "end": 951.7, "word": " قيمة", "probability": 0.9876302083333334}, {"start": 951.7, "end": 952.08, "word": " أقل", "probability": 0.9537760416666666}, {"start": 952.08, "end": 952.54, "word": " شوية", "probability": 0.9169921875}, {"start": 952.54, "end": 953.32, "word": " خلينا", "probability": 0.7493489583333334}, {"start": 953.32, "end": 953.58, "word": " نقول", "probability": 0.849853515625}, {"start": 953.58, "end": 953.96, "word": " نص", "probability": 0.986328125}, {"start": 953.96, "end": 954.18, "word": " يعني", "probability": 0.954833984375}, {"start": 954.18, "end": 954.54, "word": " حوالي", "probability": 0.864501953125}, {"start": 954.54, "end": 954.84, "word": " ربع", "probability": 0.9158528645833334}, {"start": 954.84, "end": 955.92, "word": " فهذه", "probability": 0.8854166666666666}, {"start": 955.92, "end": 956.34, "word": " القيمة", "probability": 0.951171875}, {"start": 956.34, "end": 956.56, "word": " 0", "probability": 0.498291015625}, {"start": 956.56, "end": 957.68, "word": ".25", "probability": 0.991943359375}, {"start": 957.68, "end": 958.22, "word": " 0", "probability": 0.364013671875}, {"start": 958.22, "end": 958.94, "word": ".25", "probability": 0.987548828125}, {"start": 958.94, "end": 959.46, "word": " تقريبا", "probability": 0.89580078125}, {"start": 959.46, "end": 959.68, "word": " طبعا", "probability": 0.9046630859375}, {"start": 959.68, "end": 960.16, "word": " الأرقام", "probability": 0.992431640625}, {"start": 960.16, "end": 962.14, "word": " لتوضيح", "probability": 0.9623209635416666}, {"start": 962.14, "end": 962.58, "word": " فقط", "probability": 0.98681640625}, {"start": 962.58, "end": 963.14, "word": " المعنى", "probability": 0.9820556640625}], "temperature": 1.0}, {"id": 42, "seek": 97649, "start": 964.15, "end": 976.49, "text": "تمام فهي بشكل أساسي كيف استخدمنا ال .. ال Mexican .. ال Mexican hat function بهذا الشكل اللي بنشتغلها كل واحدة من ال neurons جداش بعيدة", "tokens": [39237, 10943, 6156, 3224, 1829, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 9122, 33911, 44713, 9778, 40448, 8315, 2423, 4386, 2423, 16164, 4386, 2423, 16164, 2385, 2445, 39627, 15730, 25124, 28820, 13672, 1829, 44945, 8592, 2655, 17082, 1211, 11296, 28242, 36764, 24401, 3660, 9154, 2423, 22027, 10874, 3215, 33599, 45030, 25708, 3660], "avg_logprob": -0.15698703504958242, "compression_ratio": 1.375, "no_speech_prob": 0.0, "words": [{"start": 964.15, "end": 964.57, "word": "تمام", "probability": 0.7210693359375}, {"start": 964.57, "end": 965.23, "word": " فهي", "probability": 0.8553059895833334}, {"start": 965.23, "end": 965.95, "word": " بشكل", "probability": 0.9734700520833334}, {"start": 965.95, "end": 966.51, "word": " أساسي", "probability": 0.93603515625}, {"start": 966.51, "end": 966.83, "word": " كيف", "probability": 0.97998046875}, {"start": 966.83, "end": 967.69, "word": " استخدمنا", "probability": 0.9205322265625}, {"start": 967.69, "end": 968.23, "word": " ال", "probability": 0.90576171875}, {"start": 968.23, "end": 968.51, "word": " ..", "probability": 0.264892578125}, {"start": 968.51, "end": 968.83, "word": " ال", "probability": 0.8173828125}, {"start": 968.83, "end": 969.13, "word": " Mexican", "probability": 0.69677734375}, {"start": 969.13, "end": 969.89, "word": " ..", "probability": 0.51708984375}, {"start": 969.89, "end": 970.33, "word": " ال", "probability": 0.91357421875}, {"start": 970.33, "end": 970.65, "word": " Mexican", "probability": 0.9541015625}, {"start": 970.65, "end": 971.01, "word": " hat", "probability": 0.89453125}, {"start": 971.01, "end": 971.57, "word": " function", "probability": 0.95263671875}, {"start": 971.57, "end": 972.27, "word": " بهذا", "probability": 0.949462890625}, {"start": 972.27, "end": 972.61, "word": " الشكل", "probability": 0.99365234375}, {"start": 972.61, "end": 972.67, "word": " اللي", "probability": 0.963134765625}, {"start": 972.67, "end": 973.21, "word": " بنشتغلها", "probability": 0.958984375}, {"start": 973.21, "end": 973.75, "word": " كل", "probability": 0.72265625}, {"start": 973.75, "end": 974.31, "word": " واحدة", "probability": 0.9879557291666666}, {"start": 974.31, "end": 974.75, "word": " من", "probability": 0.99609375}, {"start": 974.75, "end": 974.91, "word": " ال", "probability": 0.826171875}, {"start": 974.91, "end": 975.31, "word": " neurons", "probability": 0.8701171875}, {"start": 975.31, "end": 975.71, "word": " جداش", "probability": 0.5590006510416666}, {"start": 975.71, "end": 976.49, "word": " بعيدة", "probability": 0.9529622395833334}], "temperature": 1.0}, {"id": 43, "seek": 100274, "start": 977.52, "end": 1002.74, "text": "Topology 2D بمعنى أنه الترتيب الهندسي تبعها نفترض بهذا الشكل طبعا إذا كان لها ترتيب آخر لأ بتصير برضه المسافات بتتقاسب تتنارب بالظبط كده المسافات بناء على ال function بناء على ال function اللي إحنا شايفينها تمام؟ الآن كيف بقى أبدأ أشتغل عملية فكرة ال competitive learning؟", "tokens": [50118, 1793, 568, 35, 4724, 2304, 3615, 1863, 7578, 14739, 3224, 16712, 2288, 31371, 3555, 2423, 3224, 41260, 3794, 1829, 6055, 3555, 3615, 11296, 8717, 5172, 2655, 43042, 39627, 15730, 25124, 28820, 23032, 3555, 3615, 995, 11933, 15730, 25961, 5296, 11296, 6055, 2288, 31371, 3555, 19753, 34740, 5296, 10721, 39894, 9381, 13546, 4724, 43042, 3224, 9673, 3794, 31845, 9307, 39894, 2655, 4587, 32277, 3555, 6055, 2655, 1863, 9640, 3555, 20666, 19913, 3555, 9566, 9122, 3215, 3224, 9673, 3794, 31845, 9307, 44945, 16606, 15844, 2423, 2445, 44945, 16606, 15844, 2423, 2445, 13672, 1829, 11933, 5016, 8315, 13412, 995, 33911, 9957, 11296, 46811, 10943, 22807, 6024, 48506, 9122, 33911, 4724, 4587, 7578, 5551, 44510, 10721, 5551, 8592, 2655, 17082, 1211, 6225, 42213, 10632, 6156, 4117, 25720, 2423, 10043, 2539, 22807], "avg_logprob": -0.2238372093023256, "compression_ratio": 1.696629213483146, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 977.52, "end": 978.12, "word": "Topology", "probability": 0.75146484375}, {"start": 978.12, "end": 978.98, "word": " 2D", "probability": 0.74560546875}, {"start": 978.98, "end": 979.74, "word": " بمعنى", "probability": 0.875390625}, {"start": 979.74, "end": 980.0, "word": " أنه", "probability": 0.458984375}, {"start": 980.0, "end": 980.42, "word": " الترتيب", "probability": 0.9273681640625}, {"start": 980.42, "end": 983.36, "word": " الهندسي", "probability": 0.812255859375}, {"start": 983.36, "end": 983.72, "word": " تبعها", "probability": 0.75634765625}, {"start": 983.72, "end": 984.46, "word": " نفترض", "probability": 0.791900634765625}, {"start": 984.46, "end": 984.74, "word": " بهذا", "probability": 0.894775390625}, {"start": 984.74, "end": 985.08, "word": " الشكل", "probability": 0.993896484375}, {"start": 985.08, "end": 985.7, "word": " طبعا", "probability": 0.925537109375}, {"start": 985.7, "end": 985.86, "word": " إذا", "probability": 0.95068359375}, {"start": 985.86, "end": 985.98, "word": " كان", "probability": 0.380126953125}, {"start": 985.98, "end": 986.04, "word": " لها", "probability": 0.6165771484375}, {"start": 986.04, "end": 986.38, "word": " ترتيب", "probability": 0.9725341796875}, {"start": 986.38, "end": 986.76, "word": " آخر", "probability": 0.8935546875}, {"start": 986.76, "end": 987.06, "word": " لأ", "probability": 0.837646484375}, {"start": 987.06, "end": 987.42, "word": " بتصير", "probability": 0.8610026041666666}, {"start": 987.42, "end": 987.82, "word": " برضه", "probability": 0.8766276041666666}, {"start": 987.82, "end": 988.68, "word": " المسافات", "probability": 0.969482421875}, {"start": 988.68, "end": 989.36, "word": " بتتقاسب", "probability": 0.7771484375}, {"start": 989.36, "end": 989.88, "word": " تتنارب", "probability": 0.57099609375}, {"start": 989.88, "end": 990.22, "word": " بالظبط", "probability": 0.864013671875}, {"start": 990.22, "end": 990.42, "word": " كده", "probability": 0.8221028645833334}, {"start": 990.42, "end": 990.92, "word": " المسافات", "probability": 0.91162109375}, {"start": 990.92, "end": 991.32, "word": " بناء", "probability": 0.95751953125}, {"start": 991.32, "end": 991.62, "word": " على", "probability": 0.8076171875}, {"start": 991.62, "end": 991.78, "word": " ال", "probability": 0.92724609375}, {"start": 991.78, "end": 992.22, "word": " function", "probability": 0.71826171875}, {"start": 992.22, "end": 992.66, "word": " بناء", "probability": 0.6663818359375}, {"start": 992.66, "end": 992.84, "word": " على", "probability": 0.90966796875}, {"start": 992.84, "end": 993.26, "word": " ال", "probability": 0.95556640625}, {"start": 993.26, "end": 993.5, "word": " function", "probability": 0.8837890625}, {"start": 993.5, "end": 993.62, "word": " اللي", "probability": 0.933837890625}, {"start": 993.62, "end": 993.82, "word": " إحنا", "probability": 0.7278238932291666}, {"start": 993.82, "end": 995.04, "word": " شايفينها", "probability": 0.97177734375}, {"start": 995.04, "end": 996.6, "word": " تمام؟", "probability": 0.6805826822916666}, {"start": 996.6, "end": 997.14, "word": " الآن", "probability": 0.675537109375}, {"start": 997.14, "end": 998.38, "word": " كيف", "probability": 0.915283203125}, {"start": 998.38, "end": 998.54, "word": " بقى", "probability": 0.791748046875}, {"start": 998.54, "end": 998.78, "word": " أبدأ", "probability": 0.82373046875}, {"start": 998.78, "end": 999.26, "word": " أشتغل", "probability": 0.9701171875}, {"start": 999.26, "end": 999.76, "word": " عملية", "probability": 0.9401041666666666}, {"start": 999.76, "end": 1000.4, "word": " فكرة", "probability": 0.8868815104166666}, {"start": 1000.4, "end": 1000.7, "word": " ال", "probability": 0.70947265625}, {"start": 1000.7, "end": 1001.22, "word": " competitive", "probability": 0.92578125}, {"start": 1001.22, "end": 1002.74, "word": " learning؟", "probability": 0.931884765625}], "temperature": 1.0}, {"id": 44, "seek": 102971, "start": 1002.81, "end": 1029.71, "text": "الـ Rule اللي بدي استخدمها عشان أعرف التعلم هذا التعلم هذا عشان أعرفه معناه ذلك إن أنا بدي أحسب Delta W قولنا تعلم يعني معناته W أفضل قيمة لـ W بدي أعمل optimization ل W optimal value ل W هي هذا التعلم لا أكثر ولا أقل جبت W علمت ماجبناش W ماتعلمناش تمام فإذن", "tokens": [6027, 39184, 27533, 13672, 1829, 4724, 16254, 44713, 9778, 40448, 11296, 6225, 8592, 7649, 5551, 3615, 28480, 16712, 3615, 19528, 23758, 16712, 3615, 19528, 23758, 6225, 8592, 7649, 5551, 3615, 28480, 3224, 20449, 8315, 3224, 29910, 23275, 36145, 41850, 4724, 16254, 5551, 5016, 35457, 18183, 343, 12174, 12610, 8315, 37279, 19528, 37495, 22653, 20449, 8315, 47395, 343, 5551, 5172, 11242, 1211, 12174, 32640, 3660, 5296, 39184, 343, 4724, 16254, 5551, 25957, 1211, 19618, 5296, 343, 16252, 2158, 5296, 343, 39896, 23758, 16712, 3615, 19528, 20193, 5551, 4117, 49115, 49429, 5551, 4587, 1211, 10874, 3555, 2655, 343, 11203, 2304, 2655, 19446, 7435, 3555, 1863, 33599, 343, 19446, 2655, 3615, 19528, 1863, 33599, 46811, 10943, 6156, 28814, 8848, 1863], "avg_logprob": -0.19663664913278514, "compression_ratio": 1.8232758620689655, "no_speech_prob": 8.761882781982422e-06, "words": [{"start": 1002.81, "end": 1003.17, "word": "الـ", "probability": 0.727783203125}, {"start": 1003.17, "end": 1003.61, "word": " Rule", "probability": 0.25634765625}, {"start": 1003.61, "end": 1003.71, "word": " اللي", "probability": 0.795166015625}, {"start": 1003.71, "end": 1003.85, "word": " بدي", "probability": 0.535888671875}, {"start": 1003.85, "end": 1004.27, "word": " استخدمها", "probability": 0.8956298828125}, {"start": 1004.27, "end": 1004.63, "word": " عشان", "probability": 0.9739583333333334}, {"start": 1004.63, "end": 1005.67, "word": " أعرف", "probability": 0.7919921875}, {"start": 1005.67, "end": 1006.93, "word": " التعلم", "probability": 0.8274739583333334}, {"start": 1006.93, "end": 1007.19, "word": " هذا", "probability": 0.8779296875}, {"start": 1007.19, "end": 1007.81, "word": " التعلم", "probability": 0.9267578125}, {"start": 1007.81, "end": 1007.99, "word": " هذا", "probability": 0.9521484375}, {"start": 1007.99, "end": 1008.21, "word": " عشان", "probability": 0.9825846354166666}, {"start": 1008.21, "end": 1008.75, "word": " أعرفه", "probability": 0.9508056640625}, {"start": 1008.75, "end": 1009.55, "word": " معناه", "probability": 0.8084309895833334}, {"start": 1009.55, "end": 1009.75, "word": " ذلك", "probability": 0.966552734375}, {"start": 1009.75, "end": 1009.89, "word": " إن", "probability": 0.3134765625}, {"start": 1009.89, "end": 1010.03, "word": " أنا", "probability": 0.80224609375}, {"start": 1010.03, "end": 1010.21, "word": " بدي", "probability": 0.818603515625}, {"start": 1010.21, "end": 1010.53, "word": " أحسب", "probability": 0.9744466145833334}, {"start": 1010.53, "end": 1010.85, "word": " Delta", "probability": 0.46142578125}, {"start": 1010.85, "end": 1011.29, "word": " W", "probability": 0.77685546875}, {"start": 1011.29, "end": 1012.05, "word": " قولنا", "probability": 0.6815592447916666}, {"start": 1012.05, "end": 1012.65, "word": " تعلم", "probability": 0.838623046875}, {"start": 1012.65, "end": 1013.17, "word": " يعني", "probability": 0.960693359375}, {"start": 1013.17, "end": 1013.73, "word": " معناته", "probability": 0.98681640625}, {"start": 1013.73, "end": 1014.81, "word": " W", "probability": 0.830078125}, {"start": 1014.81, "end": 1015.99, "word": " أفضل", "probability": 0.9697265625}, {"start": 1015.99, "end": 1016.35, "word": " قيمة", "probability": 0.9910481770833334}, {"start": 1016.35, "end": 1016.55, "word": " لـ", "probability": 0.85888671875}, {"start": 1016.55, "end": 1016.75, "word": " W", "probability": 0.70556640625}, {"start": 1016.75, "end": 1017.19, "word": " بدي", "probability": 0.63232421875}, {"start": 1017.19, "end": 1017.35, "word": " أعمل", "probability": 0.9365234375}, {"start": 1017.35, "end": 1018.01, "word": " optimization", "probability": 0.462646484375}, {"start": 1018.01, "end": 1018.75, "word": " ل", "probability": 0.97265625}, {"start": 1018.75, "end": 1019.03, "word": " W", "probability": 0.389404296875}, {"start": 1019.03, "end": 1019.57, "word": " optimal", "probability": 0.7880859375}, {"start": 1019.57, "end": 1020.19, "word": " value", "probability": 0.990234375}, {"start": 1020.19, "end": 1020.43, "word": " ل", "probability": 0.986328125}, {"start": 1020.43, "end": 1020.75, "word": " W", "probability": 0.8974609375}, {"start": 1020.75, "end": 1021.11, "word": " هي", "probability": 0.8818359375}, {"start": 1021.11, "end": 1021.31, "word": " هذا", "probability": 0.615234375}, {"start": 1021.31, "end": 1021.73, "word": " التعلم", "probability": 0.93408203125}, {"start": 1021.73, "end": 1021.95, "word": " لا", "probability": 0.7314453125}, {"start": 1021.95, "end": 1022.21, "word": " أكثر", "probability": 0.9630533854166666}, {"start": 1022.21, "end": 1022.39, "word": " ولا", "probability": 0.93603515625}, {"start": 1022.39, "end": 1022.73, "word": " أقل", "probability": 0.9949544270833334}, {"start": 1022.73, "end": 1023.91, "word": " جبت", "probability": 0.9044596354166666}, {"start": 1023.91, "end": 1024.27, "word": " W", "probability": 0.85693359375}, {"start": 1024.27, "end": 1025.03, "word": " علمت", "probability": 0.822265625}, {"start": 1025.03, "end": 1026.55, "word": " ماجبناش", "probability": 0.7412109375}, {"start": 1026.55, "end": 1026.83, "word": " W", "probability": 0.83544921875}, {"start": 1026.83, "end": 1027.53, "word": " ماتعلمناش", "probability": 0.835693359375}, {"start": 1027.53, "end": 1028.21, "word": " تمام", "probability": 0.924072265625}, {"start": 1028.21, "end": 1029.71, "word": " فإذن", "probability": 0.8056640625}], "temperature": 1.0}, {"id": 45, "seek": 105601, "start": 1030.61, "end": 1056.01, "text": "Initially بحط قيم عشوائية ل W Randomly الآن مين اللي هيحدد ليه كيف أروح لل optimal W هي ال delta W اللي بدها تطلع من ال algorithm تبعنا الآن من طريقة التفكير على أساس إن هي فعلا اتعدل W في اتجاه ال optimal value في اتجاه optimal value فdelta W هقول إن هي بتساوي", "tokens": [4575, 270, 2270, 4724, 5016, 9566, 12174, 32640, 6225, 8592, 2407, 16373, 10632, 5296, 343, 37603, 356, 6024, 48506, 3714, 9957, 13672, 1829, 39896, 24401, 3215, 32239, 3224, 9122, 33911, 5551, 32887, 5016, 24976, 16252, 343, 39896, 2423, 8289, 343, 13672, 1829, 47525, 11296, 6055, 9566, 1211, 3615, 9154, 2423, 9284, 6055, 3555, 3615, 8315, 6024, 48506, 9154, 23032, 16572, 28671, 16712, 5172, 4117, 13546, 15844, 5551, 3794, 32277, 36145, 39896, 6156, 3615, 15040, 1975, 2655, 22488, 1211, 343, 8978, 1975, 2655, 7435, 40294, 2423, 16252, 2158, 8978, 1975, 2655, 7435, 40294, 16252, 2158, 6156, 18105, 1328, 343, 8032, 39648, 36145, 39896, 39894, 3794, 995, 45865], "avg_logprob": -0.17654790109563095, "compression_ratio": 1.6610878661087867, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 1030.61, "end": 1031.25, "word": "Initially", "probability": 0.7413736979166666}, {"start": 1031.25, "end": 1031.71, "word": " بحط", "probability": 0.8082682291666666}, {"start": 1031.71, "end": 1031.93, "word": " قيم", "probability": 0.97314453125}, {"start": 1031.93, "end": 1032.93, "word": " عشوائية", "probability": 0.98701171875}, {"start": 1032.93, "end": 1033.07, "word": " ل", "probability": 0.95849609375}, {"start": 1033.07, "end": 1033.37, "word": " W", "probability": 0.357666015625}, {"start": 1033.37, "end": 1034.43, "word": " Randomly", "probability": 0.62646484375}, {"start": 1034.43, "end": 1035.47, "word": " الآن", "probability": 0.57568359375}, {"start": 1035.47, "end": 1036.01, "word": " مين", "probability": 0.787353515625}, {"start": 1036.01, "end": 1036.09, "word": " اللي", "probability": 0.96923828125}, {"start": 1036.09, "end": 1036.61, "word": " هيحدد", "probability": 0.8966471354166666}, {"start": 1036.61, "end": 1036.93, "word": " ليه", "probability": 0.980224609375}, {"start": 1036.93, "end": 1037.39, "word": " كيف", "probability": 0.667236328125}, {"start": 1037.39, "end": 1037.71, "word": " أروح", "probability": 0.8772786458333334}, {"start": 1037.71, "end": 1038.01, "word": " لل", "probability": 0.791015625}, {"start": 1038.01, "end": 1038.59, "word": " optimal", "probability": 0.80810546875}, {"start": 1038.59, "end": 1040.57, "word": " W", "probability": 0.56884765625}, {"start": 1040.57, "end": 1040.99, "word": " هي", "probability": 0.66552734375}, {"start": 1040.99, "end": 1041.19, "word": " ال", "probability": 0.84912109375}, {"start": 1041.19, "end": 1041.51, "word": " delta", "probability": 0.354736328125}, {"start": 1041.51, "end": 1041.91, "word": " W", "probability": 0.8173828125}, {"start": 1041.91, "end": 1042.23, "word": " اللي", "probability": 0.959716796875}, {"start": 1042.23, "end": 1042.43, "word": " بدها", "probability": 0.863525390625}, {"start": 1042.43, "end": 1043.07, "word": " تطلع", "probability": 0.9794921875}, {"start": 1043.07, "end": 1043.49, "word": " من", "probability": 0.994140625}, {"start": 1043.49, "end": 1043.65, "word": " ال", "probability": 0.93603515625}, {"start": 1043.65, "end": 1044.09, "word": " algorithm", "probability": 0.90966796875}, {"start": 1044.09, "end": 1044.55, "word": " تبعنا", "probability": 0.9093017578125}, {"start": 1044.55, "end": 1044.89, "word": " الآن", "probability": 0.906005859375}, {"start": 1044.89, "end": 1045.37, "word": " من", "probability": 0.93310546875}, {"start": 1045.37, "end": 1045.91, "word": " طريقة", "probability": 0.9794921875}, {"start": 1045.91, "end": 1046.59, "word": " التفكير", "probability": 0.99755859375}, {"start": 1046.59, "end": 1047.09, "word": " على", "probability": 0.9609375}, {"start": 1047.09, "end": 1047.33, "word": " أساس", "probability": 0.92529296875}, {"start": 1047.33, "end": 1047.45, "word": " إن", "probability": 0.70263671875}, {"start": 1047.45, "end": 1047.61, "word": " هي", "probability": 0.74365234375}, {"start": 1047.61, "end": 1047.93, "word": " فعلا", "probability": 0.9000651041666666}, {"start": 1047.93, "end": 1048.71, "word": " اتعدل", "probability": 0.89306640625}, {"start": 1048.71, "end": 1049.35, "word": " W", "probability": 0.92822265625}, {"start": 1049.35, "end": 1049.69, "word": " في", "probability": 0.85546875}, {"start": 1049.69, "end": 1050.55, "word": " اتجاه", "probability": 0.9716796875}, {"start": 1050.55, "end": 1051.35, "word": " ال", "probability": 0.91748046875}, {"start": 1051.35, "end": 1051.67, "word": " optimal", "probability": 0.9267578125}, {"start": 1051.67, "end": 1052.43, "word": " value", "probability": 0.97998046875}, {"start": 1052.43, "end": 1052.57, "word": " في", "probability": 0.35791015625}, {"start": 1052.57, "end": 1052.81, "word": " اتجاه", "probability": 0.940673828125}, {"start": 1052.81, "end": 1053.01, "word": " optimal", "probability": 0.83935546875}, {"start": 1053.01, "end": 1053.41, "word": " value", "probability": 0.9833984375}, {"start": 1053.41, "end": 1054.11, "word": " فdelta", "probability": 0.7474772135416666}, {"start": 1054.11, "end": 1054.47, "word": " W", "probability": 0.9453125}, {"start": 1054.47, "end": 1055.05, "word": " هقول", "probability": 0.744384765625}, {"start": 1055.05, "end": 1055.19, "word": " إن", "probability": 0.83251953125}, {"start": 1055.19, "end": 1055.43, "word": " هي", "probability": 0.6337890625}, {"start": 1055.43, "end": 1056.01, "word": " بتساوي", "probability": 0.9459228515625}], "temperature": 1.0}, {"id": 46, "seek": 107902, "start": 1056.88, "end": 1079.02, "text": "طبعا إذا كانت ال neuron هي ال winner ال neuron هي ال winner معناه ذلك أنه في ال delta W اللي لسه ما حسبتهاش بتعتمد على الفرق الفرق بين ال Xات ال input و ال W اللي موجودة أصلا ال W موجودة أصلا ليش؟", "tokens": [9566, 3555, 3615, 995, 11933, 15730, 25961, 2655, 2423, 34090, 39896, 2423, 8507, 2423, 34090, 39896, 2423, 8507, 20449, 8315, 3224, 29910, 23275, 14739, 3224, 8978, 2423, 8289, 343, 13672, 1829, 5296, 3794, 3224, 19446, 11331, 35457, 2655, 11296, 8592, 39894, 34268, 2304, 3215, 15844, 27188, 2288, 4587, 27188, 2288, 4587, 49374, 2423, 1783, 9307, 2423, 4846, 4032, 2423, 343, 13672, 1829, 3714, 29245, 23328, 3660, 5551, 9381, 15040, 2423, 343, 3714, 29245, 23328, 3660, 5551, 9381, 15040, 32239, 8592, 22807], "avg_logprob": -0.19331174125758613, "compression_ratio": 1.7374301675977655, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 1056.88, "end": 1057.24, "word": "طبعا", "probability": 0.9442138671875}, {"start": 1057.24, "end": 1057.42, "word": " إذا", "probability": 0.87841796875}, {"start": 1057.42, "end": 1057.74, "word": " كانت", "probability": 0.978271484375}, {"start": 1057.74, "end": 1057.84, "word": " ال", "probability": 0.89453125}, {"start": 1057.84, "end": 1058.14, "word": " neuron", "probability": 0.40771484375}, {"start": 1058.14, "end": 1058.64, "word": " هي", "probability": 0.93798828125}, {"start": 1058.64, "end": 1058.78, "word": " ال", "probability": 0.80224609375}, {"start": 1058.78, "end": 1059.02, "word": " winner", "probability": 0.96240234375}, {"start": 1059.02, "end": 1059.6, "word": " ال", "probability": 0.1544189453125}, {"start": 1059.6, "end": 1059.86, "word": " neuron", "probability": 0.98095703125}, {"start": 1059.86, "end": 1060.04, "word": " هي", "probability": 0.9365234375}, {"start": 1060.04, "end": 1060.16, "word": " ال", "probability": 0.98974609375}, {"start": 1060.16, "end": 1060.4, "word": " winner", "probability": 0.98583984375}, {"start": 1060.4, "end": 1061.14, "word": " معناه", "probability": 0.8113606770833334}, {"start": 1061.14, "end": 1061.32, "word": " ذلك", "probability": 0.977783203125}, {"start": 1061.32, "end": 1061.66, "word": " أنه", "probability": 0.6939697265625}, {"start": 1061.66, "end": 1061.9, "word": " في", "probability": 0.95458984375}, {"start": 1061.9, "end": 1062.1, "word": " ال", "probability": 0.90625}, {"start": 1062.1, "end": 1062.68, "word": " delta", "probability": 0.66552734375}, {"start": 1062.68, "end": 1065.12, "word": " W", "probability": 0.3349609375}, {"start": 1065.12, "end": 1065.72, "word": " اللي", "probability": 0.902099609375}, {"start": 1065.72, "end": 1065.96, "word": " لسه", "probability": 0.9322916666666666}, {"start": 1065.96, "end": 1066.08, "word": " ما", "probability": 0.70361328125}, {"start": 1066.08, "end": 1066.9, "word": " حسبتهاش", "probability": 0.79482421875}, {"start": 1066.9, "end": 1068.08, "word": " بتعتمد", "probability": 0.7913818359375}, {"start": 1068.08, "end": 1068.62, "word": " على", "probability": 0.8720703125}, {"start": 1068.62, "end": 1069.58, "word": " الفرق", "probability": 0.98681640625}, {"start": 1069.58, "end": 1070.96, "word": " الفرق", "probability": 0.8972981770833334}, {"start": 1070.96, "end": 1071.28, "word": " بين", "probability": 0.97900390625}, {"start": 1071.28, "end": 1072.02, "word": " ال", "probability": 0.62451171875}, {"start": 1072.02, "end": 1072.42, "word": " Xات", "probability": 0.3746337890625}, {"start": 1072.42, "end": 1072.54, "word": " ال", "probability": 0.83544921875}, {"start": 1072.54, "end": 1072.94, "word": " input", "probability": 0.978515625}, {"start": 1072.94, "end": 1073.52, "word": " و", "probability": 0.70849609375}, {"start": 1073.52, "end": 1075.06, "word": " ال", "probability": 0.93017578125}, {"start": 1075.06, "end": 1075.42, "word": " W", "probability": 0.91162109375}, {"start": 1075.42, "end": 1075.74, "word": " اللي", "probability": 0.928466796875}, {"start": 1075.74, "end": 1076.2, "word": " موجودة", "probability": 0.9783935546875}, {"start": 1076.2, "end": 1076.6, "word": " أصلا", "probability": 0.9138997395833334}, {"start": 1076.6, "end": 1077.02, "word": " ال", "probability": 0.81298828125}, {"start": 1077.02, "end": 1077.26, "word": " W", "probability": 0.9345703125}, {"start": 1077.26, "end": 1077.6, "word": " موجودة", "probability": 0.9478759765625}, {"start": 1077.6, "end": 1077.88, "word": " أصلا", "probability": 0.9747721354166666}, {"start": 1077.88, "end": 1079.02, "word": " ليش؟", "probability": 0.8587239583333334}], "temperature": 1.0}, {"id": 47, "seek": 110049, "start": 1079.51, "end": 1100.49, "text": "لأنه يمكن كلمة قلتها في بداية المحاضرة قلنا أنه لما بدي أقول competitive ل ال output هو ال output عبارة عن إيش؟ ال output الحقيقة هو عبارة عن ال W's تبعته هي عبارة عن ال W's تبعته فلما يكون عندي اتنين في ال input هنا", "tokens": [1211, 33456, 3224, 7251, 43020, 9122, 19528, 3660, 12174, 1211, 2655, 11296, 8978, 4724, 28259, 10632, 9673, 5016, 46958, 25720, 12174, 1211, 8315, 14739, 3224, 5296, 15042, 4724, 16254, 5551, 39648, 10043, 5296, 2423, 5598, 31439, 2423, 5598, 6225, 3555, 9640, 3660, 18871, 11933, 1829, 8592, 22807, 2423, 5598, 21542, 38436, 28671, 31439, 6225, 3555, 9640, 3660, 18871, 2423, 343, 311, 6055, 3555, 34268, 3224, 39896, 6225, 3555, 9640, 3660, 18871, 2423, 343, 311, 6055, 3555, 34268, 3224, 6156, 1211, 15042, 7251, 30544, 18871, 16254, 1975, 2655, 1863, 9957, 8978, 2423, 4846, 34105], "avg_logprob": -0.15849401960347562, "compression_ratio": 1.8219895287958114, "no_speech_prob": 4.649162292480469e-06, "words": [{"start": 1079.51, "end": 1080.03, "word": "لأنه", "probability": 0.8717447916666666}, {"start": 1080.03, "end": 1080.33, "word": " يمكن", "probability": 0.802734375}, {"start": 1080.33, "end": 1080.93, "word": " كلمة", "probability": 0.8629557291666666}, {"start": 1080.93, "end": 1081.19, "word": " قلتها", "probability": 0.838623046875}, {"start": 1081.19, "end": 1081.31, "word": " في", "probability": 0.943359375}, {"start": 1081.31, "end": 1081.53, "word": " بداية", "probability": 0.9759114583333334}, {"start": 1081.53, "end": 1082.17, "word": " المحاضرة", "probability": 0.986328125}, {"start": 1082.17, "end": 1082.93, "word": " قلنا", "probability": 0.9033203125}, {"start": 1082.93, "end": 1083.19, "word": " أنه", "probability": 0.7012939453125}, {"start": 1083.19, "end": 1083.29, "word": " لما", "probability": 0.93408203125}, {"start": 1083.29, "end": 1083.49, "word": " بدي", "probability": 0.43359375}, {"start": 1083.49, "end": 1083.65, "word": " أقول", "probability": 0.877197265625}, {"start": 1083.65, "end": 1084.43, "word": " competitive", "probability": 0.93798828125}, {"start": 1084.43, "end": 1085.07, "word": " ل", "probability": 0.60791015625}, {"start": 1085.07, "end": 1085.31, "word": " ال", "probability": 0.28857421875}, {"start": 1085.31, "end": 1085.95, "word": " output", "probability": 0.9560546875}, {"start": 1085.95, "end": 1086.27, "word": " هو", "probability": 0.912109375}, {"start": 1086.27, "end": 1086.43, "word": " ال", "probability": 0.91015625}, {"start": 1086.43, "end": 1086.69, "word": " output", "probability": 0.99267578125}, {"start": 1086.69, "end": 1087.05, "word": " عبارة", "probability": 0.9932861328125}, {"start": 1087.05, "end": 1087.23, "word": " عن", "probability": 0.98583984375}, {"start": 1087.23, "end": 1087.73, "word": " إيش؟", "probability": 0.7318115234375}, {"start": 1087.73, "end": 1087.83, "word": " ال", "probability": 0.97021484375}, {"start": 1087.83, "end": 1088.09, "word": " output", "probability": 0.99072265625}, {"start": 1088.09, "end": 1088.61, "word": " الحقيقة", "probability": 0.978515625}, {"start": 1088.61, "end": 1088.81, "word": " هو", "probability": 0.94873046875}, {"start": 1088.81, "end": 1089.29, "word": " عبارة", "probability": 0.997314453125}, {"start": 1089.29, "end": 1089.59, "word": " عن", "probability": 0.99755859375}, {"start": 1089.59, "end": 1090.81, "word": " ال", "probability": 0.98828125}, {"start": 1090.81, "end": 1091.29, "word": " W's", "probability": 0.53369140625}, {"start": 1091.29, "end": 1091.75, "word": " تبعته", "probability": 0.9189453125}, {"start": 1091.75, "end": 1093.67, "word": " هي", "probability": 0.724609375}, {"start": 1093.67, "end": 1093.91, "word": " عبارة", "probability": 0.996826171875}, {"start": 1093.91, "end": 1094.03, "word": " عن", "probability": 0.99658203125}, {"start": 1094.03, "end": 1094.15, "word": " ال", "probability": 0.998046875}, {"start": 1094.15, "end": 1094.55, "word": " W's", "probability": 0.952392578125}, {"start": 1094.55, "end": 1094.93, "word": " تبعته", "probability": 0.9842529296875}, {"start": 1094.93, "end": 1095.53, "word": " فلما", "probability": 0.8390299479166666}, {"start": 1095.53, "end": 1095.77, "word": " يكون", "probability": 0.98388671875}, {"start": 1095.77, "end": 1096.15, "word": " عندي", "probability": 0.630859375}, {"start": 1096.15, "end": 1096.69, "word": " اتنين", "probability": 0.743408203125}, {"start": 1096.69, "end": 1096.81, "word": " في", "probability": 0.9755859375}, {"start": 1096.81, "end": 1096.91, "word": " ال", "probability": 0.97802734375}, {"start": 1096.91, "end": 1097.31, "word": " input", "probability": 0.97412109375}, {"start": 1097.31, "end": 1100.49, "word": " هنا", "probability": 0.8857421875}], "temperature": 1.0}, {"id": 48, "seek": 111732, "start": 1101.82, "end": 1117.32, "text": "وهي كمان نفترض كمان output تاني وكمان output تالت فهذا فعليا كان neuron output ال neuron رقم واحد كيف بدى اعرفها باعرفها من خلال ال W11 و W21 هدول القيم", "tokens": [2407, 3224, 1829, 9122, 2304, 7649, 8717, 5172, 2655, 43042, 9122, 2304, 7649, 5598, 6055, 7649, 1829, 4032, 4117, 2304, 7649, 5598, 6055, 6027, 2655, 6156, 3224, 15730, 6156, 3615, 20292, 995, 25961, 34090, 5598, 2423, 34090, 12602, 4587, 2304, 36764, 24401, 9122, 33911, 47525, 7578, 1975, 3615, 28480, 11296, 4724, 45761, 28480, 11296, 9154, 16490, 1211, 6027, 2423, 343, 5348, 4032, 343, 4436, 8032, 3215, 12610, 25062, 32640], "avg_logprob": -0.2363839272941862, "compression_ratio": 1.614864864864865, "no_speech_prob": 2.8312206268310547e-05, "words": [{"start": 1101.82, "end": 1102.16, "word": "وهي", "probability": 0.4999186197916667}, {"start": 1102.16, "end": 1102.44, "word": " كمان", "probability": 0.8440755208333334}, {"start": 1102.44, "end": 1102.82, "word": " نفترض", "probability": 0.90576171875}, {"start": 1102.82, "end": 1103.1, "word": " كمان", "probability": 0.7997233072916666}, {"start": 1103.1, "end": 1103.36, "word": " output", "probability": 0.982421875}, {"start": 1103.36, "end": 1103.9, "word": " تاني", "probability": 0.921875}, {"start": 1103.9, "end": 1104.44, "word": " وكمان", "probability": 0.753753662109375}, {"start": 1104.44, "end": 1104.76, "word": " output", "probability": 0.9833984375}, {"start": 1104.76, "end": 1105.26, "word": " تالت", "probability": 0.9734700520833334}, {"start": 1105.26, "end": 1106.0, "word": " فهذا", "probability": 0.8688151041666666}, {"start": 1106.0, "end": 1106.62, "word": " فعليا", "probability": 0.904052734375}, {"start": 1106.62, "end": 1107.1, "word": " كان", "probability": 0.603515625}, {"start": 1107.1, "end": 1107.54, "word": " neuron", "probability": 0.4931640625}, {"start": 1107.54, "end": 1108.26, "word": " output", "probability": 0.93896484375}, {"start": 1108.26, "end": 1108.74, "word": " ال", "probability": 0.1759033203125}, {"start": 1108.74, "end": 1109.16, "word": " neuron", "probability": 0.98486328125}, {"start": 1109.16, "end": 1109.82, "word": " رقم", "probability": 0.98681640625}, {"start": 1109.82, "end": 1110.44, "word": " واحد", "probability": 0.923095703125}, {"start": 1110.44, "end": 1111.36, "word": " كيف", "probability": 0.926025390625}, {"start": 1111.36, "end": 1111.6, "word": " بدى", "probability": 0.548828125}, {"start": 1111.6, "end": 1112.22, "word": " اعرفها", "probability": 0.8489990234375}, {"start": 1112.22, "end": 1112.78, "word": " باعرفها", "probability": 0.658935546875}, {"start": 1112.78, "end": 1112.9, "word": " من", "probability": 0.99462890625}, {"start": 1112.9, "end": 1113.2, "word": " خلال", "probability": 0.9931640625}, {"start": 1113.2, "end": 1113.34, "word": " ال", "probability": 0.966796875}, {"start": 1113.34, "end": 1114.16, "word": " W11", "probability": 0.5771484375}, {"start": 1114.16, "end": 1114.88, "word": " و", "probability": 0.94287109375}, {"start": 1114.88, "end": 1115.76, "word": " W21", "probability": 0.83251953125}, {"start": 1115.76, "end": 1116.76, "word": " هدول", "probability": 0.92578125}, {"start": 1116.76, "end": 1117.32, "word": " القيم", "probability": 0.863037109375}], "temperature": 1.0}, {"id": 49, "seek": 114238, "start": 1118.08, "end": 1142.38, "text": "هم اللي يمثلوا بالنسبالي ال W ال node بتاعتهم ال node الخاصة فيهم أو ال output الخاص فيهم تمام فإذا كل اللي أنا محتاجه أحسب فقط ال difference between wij و xi هذا هيأثر على مين؟ على ال node j", "tokens": [16095, 13672, 1829, 7251, 2304, 12984, 1211, 14407, 20666, 1863, 35457, 6027, 1829, 2423, 343, 2423, 9984, 39894, 995, 34268, 16095, 2423, 9984, 33962, 33546, 3660, 8978, 16095, 34051, 2423, 5598, 33962, 33546, 8978, 16095, 46811, 10943, 6156, 28814, 15730, 28242, 13672, 1829, 41850, 3714, 33753, 26108, 3224, 5551, 5016, 35457, 6156, 47432, 2423, 2649, 1296, 24770, 4032, 36800, 23758, 39896, 10721, 49115, 15844, 3714, 9957, 22807, 15844, 2423, 9984, 361], "avg_logprob": -0.1885850622008244, "compression_ratio": 1.601063829787234, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 1118.08, "end": 1118.34, "word": "هم", "probability": 0.60107421875}, {"start": 1118.34, "end": 1118.48, "word": " اللي", "probability": 0.904296875}, {"start": 1118.48, "end": 1118.96, "word": " يمثلوا", "probability": 0.9447265625}, {"start": 1118.96, "end": 1119.66, "word": " بالنسبالي", "probability": 0.98359375}, {"start": 1119.66, "end": 1121.24, "word": " ال", "probability": 0.9716796875}, {"start": 1121.24, "end": 1121.5, "word": " W", "probability": 0.2174072265625}, {"start": 1121.5, "end": 1122.24, "word": " ال", "probability": 0.28173828125}, {"start": 1122.24, "end": 1123.84, "word": " node", "probability": 0.78369140625}, {"start": 1123.84, "end": 1124.34, "word": " بتاعتهم", "probability": 0.857421875}, {"start": 1124.34, "end": 1124.84, "word": " ال", "probability": 0.68896484375}, {"start": 1124.84, "end": 1125.12, "word": " node", "probability": 0.9541015625}, {"start": 1125.12, "end": 1126.22, "word": " الخاصة", "probability": 0.9334309895833334}, {"start": 1126.22, "end": 1126.44, "word": " فيهم", "probability": 0.811279296875}, {"start": 1126.44, "end": 1126.62, "word": " أو", "probability": 0.79638671875}, {"start": 1126.62, "end": 1126.72, "word": " ال", "probability": 0.9619140625}, {"start": 1126.72, "end": 1127.02, "word": " output", "probability": 0.984375}, {"start": 1127.02, "end": 1127.38, "word": " الخاص", "probability": 0.9521484375}, {"start": 1127.38, "end": 1127.76, "word": " فيهم", "probability": 0.769775390625}, {"start": 1127.76, "end": 1128.3, "word": " تمام", "probability": 0.838623046875}, {"start": 1128.3, "end": 1129.12, "word": " فإذا", "probability": 0.8660481770833334}, {"start": 1129.12, "end": 1130.04, "word": " كل", "probability": 0.9755859375}, {"start": 1130.04, "end": 1130.14, "word": " اللي", "probability": 0.93017578125}, {"start": 1130.14, "end": 1130.22, "word": " أنا", "probability": 0.4296875}, {"start": 1130.22, "end": 1130.76, "word": " محتاجه", "probability": 0.992431640625}, {"start": 1130.76, "end": 1131.32, "word": " أحسب", "probability": 0.9150390625}, {"start": 1131.32, "end": 1131.64, "word": " فقط", "probability": 0.9892578125}, {"start": 1131.64, "end": 1131.8, "word": " ال", "probability": 0.94921875}, {"start": 1131.8, "end": 1132.12, "word": " difference", "probability": 0.9140625}, {"start": 1132.12, "end": 1132.62, "word": " between", "probability": 0.8212890625}, {"start": 1132.62, "end": 1135.8, "word": " wij", "probability": 0.4521484375}, {"start": 1135.8, "end": 1138.28, "word": " و", "probability": 0.912109375}, {"start": 1138.28, "end": 1139.24, "word": " xi", "probability": 0.73583984375}, {"start": 1139.24, "end": 1139.96, "word": " هذا", "probability": 0.6982421875}, {"start": 1139.96, "end": 1140.4, "word": " هيأثر", "probability": 0.8111979166666666}, {"start": 1140.4, "end": 1140.6, "word": " على", "probability": 0.8779296875}, {"start": 1140.6, "end": 1141.16, "word": " مين؟", "probability": 0.7532552083333334}, {"start": 1141.16, "end": 1141.34, "word": " على", "probability": 0.8427734375}, {"start": 1141.34, "end": 1141.5, "word": " ال", "probability": 0.85693359375}, {"start": 1141.5, "end": 1141.9, "word": " node", "probability": 0.95458984375}, {"start": 1141.9, "end": 1142.38, "word": " j", "probability": 0.634765625}], "temperature": 1.0}, {"id": 50, "seek": 117069, "start": 1143.43, "end": 1170.69, "text": "فكأنه الـ J هي اللي بدنا نقول هل هي winner ولا مش winner فهي الـ Neuron J Neuron J wins the competition فإذا فازت في ال competition بنطبق المعادلة هذه المعادلة هذه بتقول ليه أنه قداش أنت ال input جريب منك مدام جريب مني فإذا هذه هي ال W اللي بتتعدل مثال", "tokens": [5172, 4117, 33456, 3224, 2423, 39184, 508, 39896, 13672, 1829, 47525, 8315, 8717, 39648, 8032, 1211, 39896, 8507, 49429, 37893, 8507, 6156, 3224, 1829, 2423, 39184, 1734, 374, 266, 508, 1734, 374, 266, 508, 10641, 264, 6211, 6156, 28814, 15730, 6156, 31377, 2655, 8978, 2423, 6211, 44945, 9566, 3555, 4587, 9673, 3615, 18513, 37977, 29538, 9673, 3615, 18513, 37977, 29538, 39894, 39648, 32239, 3224, 14739, 3224, 12174, 3215, 33599, 14739, 2655, 2423, 4846, 10874, 16572, 3555, 9154, 4117, 3714, 3215, 10943, 10874, 16572, 3555, 9154, 1829, 6156, 28814, 15730, 29538, 39896, 2423, 343, 13672, 1829, 39894, 2655, 22488, 1211, 50113, 6027], "avg_logprob": -0.1930147036910057, "compression_ratio": 1.8271028037383177, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1143.4299999999998, "end": 1144.1499999999999, "word": "فكأنه", "probability": 0.8424072265625}, {"start": 1144.1499999999999, "end": 1144.87, "word": " الـ", "probability": 0.661376953125}, {"start": 1144.87, "end": 1144.99, "word": " J", "probability": 0.419189453125}, {"start": 1144.99, "end": 1145.25, "word": " هي", "probability": 0.91015625}, {"start": 1145.25, "end": 1145.37, "word": " اللي", "probability": 0.93212890625}, {"start": 1145.37, "end": 1145.57, "word": " بدنا", "probability": 0.7958984375}, {"start": 1145.57, "end": 1146.03, "word": " نقول", "probability": 0.920654296875}, {"start": 1146.03, "end": 1146.27, "word": " هل", "probability": 0.9267578125}, {"start": 1146.27, "end": 1146.43, "word": " هي", "probability": 0.88916015625}, {"start": 1146.43, "end": 1146.67, "word": " winner", "probability": 0.84619140625}, {"start": 1146.67, "end": 1146.87, "word": " ولا", "probability": 0.708984375}, {"start": 1146.87, "end": 1147.03, "word": " مش", "probability": 0.9853515625}, {"start": 1147.03, "end": 1147.27, "word": " winner", "probability": 0.96044921875}, {"start": 1147.27, "end": 1147.83, "word": " فهي", "probability": 0.8990885416666666}, {"start": 1147.83, "end": 1148.19, "word": " الـ", "probability": 0.434814453125}, {"start": 1148.19, "end": 1148.45, "word": " Neuron", "probability": 0.7638346354166666}, {"start": 1148.45, "end": 1148.63, "word": " J", "probability": 0.865234375}, {"start": 1148.63, "end": 1150.35, "word": " Neuron", "probability": 0.6936848958333334}, {"start": 1150.35, "end": 1150.57, "word": " J", "probability": 0.97314453125}, {"start": 1150.57, "end": 1151.29, "word": " wins", "probability": 0.464599609375}, {"start": 1151.29, "end": 1152.05, "word": " the", "probability": 0.78515625}, {"start": 1152.05, "end": 1152.57, "word": " competition", "probability": 0.9443359375}, {"start": 1152.57, "end": 1153.37, "word": " فإذا", "probability": 0.9773763020833334}, {"start": 1153.37, "end": 1153.73, "word": " فازت", "probability": 0.9744466145833334}, {"start": 1153.73, "end": 1153.81, "word": " في", "probability": 0.962890625}, {"start": 1153.81, "end": 1153.89, "word": " ال", "probability": 0.9677734375}, {"start": 1153.89, "end": 1154.33, "word": " competition", "probability": 0.9697265625}, {"start": 1154.33, "end": 1155.31, "word": " بنطبق", "probability": 0.9073486328125}, {"start": 1155.31, "end": 1155.79, "word": " المعادلة", "probability": 0.9832763671875}, {"start": 1155.79, "end": 1156.09, "word": " هذه", "probability": 0.91357421875}, {"start": 1156.09, "end": 1156.79, "word": " المعادلة", "probability": 0.978515625}, {"start": 1156.79, "end": 1157.11, "word": " هذه", "probability": 0.95654296875}, {"start": 1157.11, "end": 1158.57, "word": " بتقول", "probability": 0.982421875}, {"start": 1158.57, "end": 1158.89, "word": " ليه", "probability": 0.9716796875}, {"start": 1158.89, "end": 1159.35, "word": " أنه", "probability": 0.45391845703125}, {"start": 1159.35, "end": 1159.95, "word": " قداش", "probability": 0.572021484375}, {"start": 1159.95, "end": 1160.53, "word": " أنت", "probability": 0.739501953125}, {"start": 1160.53, "end": 1161.43, "word": " ال", "probability": 0.9775390625}, {"start": 1161.43, "end": 1161.79, "word": " input", "probability": 0.97314453125}, {"start": 1161.79, "end": 1162.39, "word": " جريب", "probability": 0.8984375}, {"start": 1162.39, "end": 1163.23, "word": " منك", "probability": 0.993896484375}, {"start": 1163.23, "end": 1164.39, "word": " مدام", "probability": 0.8644205729166666}, {"start": 1164.39, "end": 1164.73, "word": " جريب", "probability": 0.9964192708333334}, {"start": 1164.73, "end": 1165.09, "word": " مني", "probability": 0.955810546875}, {"start": 1165.09, "end": 1165.61, "word": " فإذا", "probability": 0.9054361979166666}, {"start": 1165.61, "end": 1165.91, "word": " هذه", "probability": 0.58935546875}, {"start": 1165.91, "end": 1166.11, "word": " هي", "probability": 0.83544921875}, {"start": 1166.11, "end": 1166.25, "word": " ال", "probability": 0.99072265625}, {"start": 1166.25, "end": 1166.47, "word": " W", "probability": 0.71923828125}, {"start": 1166.47, "end": 1166.63, "word": " اللي", "probability": 0.97998046875}, {"start": 1166.63, "end": 1167.37, "word": " بتتعدل", "probability": 0.8314208984375}, {"start": 1167.37, "end": 1170.69, "word": " مثال", "probability": 0.761474609375}], "temperature": 1.0}, {"id": 51, "seek": 119357, "start": 1172.17, "end": 1193.57, "text": "ناخد مثال واقع شوية لو افترضنا انه عندي مجموعة بيانات بهذا الشكل هدولة نفترض ال class أول و هدولة كمان ال class تاني", "tokens": [1863, 47283, 3215, 50113, 6027, 36764, 4587, 3615, 13412, 2407, 10632, 45164, 1975, 5172, 2655, 43042, 8315, 16472, 3224, 18871, 16254, 3714, 7435, 2304, 2407, 27884, 4724, 1829, 7649, 9307, 39627, 15730, 25124, 28820, 8032, 3215, 12610, 3660, 8717, 5172, 2655, 43042, 2423, 1508, 5551, 12610, 4032, 8032, 3215, 12610, 3660, 9122, 2304, 7649, 2423, 1508, 6055, 7649, 1829], "avg_logprob": -0.12174479365348816, "compression_ratio": 1.5151515151515151, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 1172.17, "end": 1173.19, "word": "ناخد", "probability": 0.9640299479166666}, {"start": 1173.19, "end": 1174.71, "word": " مثال", "probability": 0.994140625}, {"start": 1174.71, "end": 1175.75, "word": " واقع", "probability": 0.94384765625}, {"start": 1175.75, "end": 1176.29, "word": " شوية", "probability": 0.8798828125}, {"start": 1176.29, "end": 1179.73, "word": " لو", "probability": 0.79150390625}, {"start": 1179.73, "end": 1180.55, "word": " افترضنا", "probability": 0.97666015625}, {"start": 1180.55, "end": 1182.65, "word": " انه", "probability": 0.819580078125}, {"start": 1182.65, "end": 1182.87, "word": " عندي", "probability": 0.755126953125}, {"start": 1182.87, "end": 1183.25, "word": " مجموعة", "probability": 0.92666015625}, {"start": 1183.25, "end": 1183.99, "word": " بيانات", "probability": 0.988037109375}, {"start": 1183.99, "end": 1185.29, "word": " بهذا", "probability": 0.97509765625}, {"start": 1185.29, "end": 1185.77, "word": " الشكل", "probability": 0.989501953125}, {"start": 1185.77, "end": 1188.19, "word": " هدولة", "probability": 0.83935546875}, {"start": 1188.19, "end": 1188.63, "word": " نفترض", "probability": 0.9473876953125}, {"start": 1188.63, "end": 1189.67, "word": " ال", "probability": 0.277587890625}, {"start": 1189.67, "end": 1189.97, "word": " class", "probability": 0.951171875}, {"start": 1189.97, "end": 1191.05, "word": " أول", "probability": 0.8544921875}, {"start": 1191.05, "end": 1192.23, "word": " و", "probability": 0.55859375}, {"start": 1192.23, "end": 1192.55, "word": " هدولة", "probability": 0.9871826171875}, {"start": 1192.55, "end": 1192.81, "word": " كمان", "probability": 0.8929036458333334}, {"start": 1192.81, "end": 1192.91, "word": " ال", "probability": 0.63671875}, {"start": 1192.91, "end": 1193.15, "word": " class", "probability": 0.9736328125}, {"start": 1193.15, "end": 1193.57, "word": " تاني", "probability": 0.8701171875}], "temperature": 1.0}, {"id": 52, "seek": 122330, "start": 1202.58, "end": 1223.3, "text": "طبعا أنا مش عارف جدش عدده من ال class فعليا لكن هيها مجموعة بيانات مجسمة بهذا الشكل كويس تمام .. تمام و خلّينا شغالين بالضبط على نفس ال neural network اللي كنا رسمينها تلاتة و اتنين بهذا الشكل", "tokens": [9566, 3555, 3615, 995, 41850, 37893, 6225, 9640, 5172, 10874, 3215, 8592, 6225, 3215, 3215, 3224, 9154, 2423, 1508, 6156, 3615, 20292, 995, 44381, 39896, 11296, 3714, 7435, 2304, 2407, 27884, 4724, 1829, 7649, 9307, 3714, 7435, 38251, 3660, 39627, 15730, 25124, 28820, 9122, 45865, 3794, 46811, 10943, 4386, 46811, 10943, 4032, 16490, 1211, 11703, 1829, 8315, 13412, 17082, 6027, 9957, 20666, 11242, 3555, 9566, 15844, 8717, 36178, 2423, 18161, 3209, 13672, 1829, 9122, 8315, 12602, 38251, 9957, 11296, 6055, 1211, 9307, 3660, 4032, 1975, 2655, 1863, 9957, 39627, 15730, 25124, 28820], "avg_logprob": -0.21202956540610202, "compression_ratio": 1.64321608040201, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 1202.58, "end": 1202.88, "word": "طبعا", "probability": 0.92822265625}, {"start": 1202.88, "end": 1202.98, "word": " أنا", "probability": 0.5712890625}, {"start": 1202.98, "end": 1203.1, "word": " مش", "probability": 0.9873046875}, {"start": 1203.1, "end": 1203.3, "word": " عارف", "probability": 0.9954427083333334}, {"start": 1203.3, "end": 1203.54, "word": " جدش", "probability": 0.7164713541666666}, {"start": 1203.54, "end": 1203.84, "word": " عدده", "probability": 0.79052734375}, {"start": 1203.84, "end": 1203.88, "word": " من", "probability": 0.78466796875}, {"start": 1203.88, "end": 1203.96, "word": " ال", "probability": 0.80224609375}, {"start": 1203.96, "end": 1204.12, "word": " class", "probability": 0.45751953125}, {"start": 1204.12, "end": 1204.74, "word": " فعليا", "probability": 0.7193603515625}, {"start": 1204.74, "end": 1205.58, "word": " لكن", "probability": 0.53466796875}, {"start": 1205.58, "end": 1205.88, "word": " هيها", "probability": 0.5191650390625}, {"start": 1205.88, "end": 1206.26, "word": " مجموعة", "probability": 0.901953125}, {"start": 1206.26, "end": 1206.76, "word": " بيانات", "probability": 0.9827880859375}, {"start": 1206.76, "end": 1207.16, "word": " مجسمة", "probability": 0.9302978515625}, {"start": 1207.16, "end": 1207.4, "word": " بهذا", "probability": 0.95361328125}, {"start": 1207.4, "end": 1207.78, "word": " الشكل", "probability": 0.988525390625}, {"start": 1207.78, "end": 1214.56, "word": " كويس", "probability": 0.84326171875}, {"start": 1214.56, "end": 1215.98, "word": " تمام", "probability": 0.83203125}, {"start": 1215.98, "end": 1216.18, "word": " ..", "probability": 0.25927734375}, {"start": 1216.18, "end": 1216.56, "word": " تمام", "probability": 0.911865234375}, {"start": 1216.56, "end": 1216.96, "word": " و", "probability": 0.85791015625}, {"start": 1216.96, "end": 1217.56, "word": " خلّينا", "probability": 0.705712890625}, {"start": 1217.56, "end": 1218.02, "word": " شغالين", "probability": 0.950439453125}, {"start": 1218.02, "end": 1218.48, "word": " بالضبط", "probability": 0.9473876953125}, {"start": 1218.48, "end": 1218.72, "word": " على", "probability": 0.86376953125}, {"start": 1218.72, "end": 1218.98, "word": " نفس", "probability": 0.993896484375}, {"start": 1218.98, "end": 1219.08, "word": " ال", "probability": 0.45654296875}, {"start": 1219.08, "end": 1219.32, "word": " neural", "probability": 0.9423828125}, {"start": 1219.32, "end": 1219.72, "word": " network", "probability": 0.97119140625}, {"start": 1219.72, "end": 1219.86, "word": " اللي", "probability": 0.80810546875}, {"start": 1219.86, "end": 1220.2, "word": " كنا", "probability": 0.55548095703125}, {"start": 1220.2, "end": 1220.7, "word": " رسمينها", "probability": 0.9193115234375}, {"start": 1220.7, "end": 1221.34, "word": " تلاتة", "probability": 0.843017578125}, {"start": 1221.34, "end": 1221.8, "word": " و", "probability": 0.9580078125}, {"start": 1221.8, "end": 1222.18, "word": " اتنين", "probability": 0.9283447265625}, {"start": 1222.18, "end": 1222.94, "word": " بهذا", "probability": 0.946044921875}, {"start": 1222.94, "end": 1223.3, "word": " الشكل", "probability": 0.989990234375}], "temperature": 1.0}, {"id": 53, "seek": 125309, "start": 1225.16, "end": 1253.1, "text": "2 input 3 output 2 input 3 output ال 2 input هدولة يمثل x1 و x2 هي x2 و x1 كأنه إحداثيات النقطة هذه تمثل x1 1 و x2 1 للنقطة الأولى ف x1 و x2 هدولة بندخلهم هنا و الأن بدي أحسبهم ال output", "tokens": [17, 4846, 805, 5598, 568, 4846, 805, 5598, 2423, 568, 4846, 8032, 3215, 12610, 3660, 7251, 2304, 12984, 1211, 2031, 16, 4032, 2031, 17, 39896, 2031, 17, 4032, 2031, 16, 9122, 33456, 3224, 11933, 24401, 5718, 104, 1829, 9307, 28239, 47432, 3660, 29538, 46811, 12984, 1211, 2031, 16, 502, 4032, 2031, 17, 502, 24976, 1863, 47432, 3660, 16247, 12610, 7578, 6156, 2031, 16, 4032, 2031, 17, 8032, 3215, 12610, 3660, 44945, 3215, 9778, 1211, 16095, 34105, 4032, 16247, 1863, 4724, 16254, 5551, 5016, 35457, 16095, 2423, 5598], "avg_logprob": -0.1817294071343812, "compression_ratio": 1.7, "no_speech_prob": 1.430511474609375e-06, "words": [{"start": 1225.16, "end": 1225.54, "word": "2", "probability": 0.3837890625}, {"start": 1225.54, "end": 1225.98, "word": " input", "probability": 0.94384765625}, {"start": 1225.98, "end": 1226.64, "word": " 3", "probability": 0.458984375}, {"start": 1226.64, "end": 1227.56, "word": " output", "probability": 0.9599609375}, {"start": 1227.56, "end": 1227.92, "word": " 2", "probability": 0.305908203125}, {"start": 1227.92, "end": 1228.24, "word": " input", "probability": 0.97412109375}, {"start": 1228.24, "end": 1228.88, "word": " 3", "probability": 0.93310546875}, {"start": 1228.88, "end": 1229.42, "word": " output", "probability": 0.9697265625}, {"start": 1229.42, "end": 1229.92, "word": " ال", "probability": 0.457275390625}, {"start": 1229.92, "end": 1230.14, "word": " 2", "probability": 0.35546875}, {"start": 1230.14, "end": 1230.42, "word": " input", "probability": 0.9365234375}, {"start": 1230.42, "end": 1230.94, "word": " هدولة", "probability": 0.761962890625}, {"start": 1230.94, "end": 1231.54, "word": " يمثل", "probability": 0.96044921875}, {"start": 1231.54, "end": 1232.1, "word": " x1", "probability": 0.714599609375}, {"start": 1232.1, "end": 1232.74, "word": " و", "probability": 0.95458984375}, {"start": 1232.74, "end": 1233.3, "word": " x2", "probability": 0.896240234375}, {"start": 1233.3, "end": 1233.64, "word": " هي", "probability": 0.488037109375}, {"start": 1233.64, "end": 1235.3, "word": " x2", "probability": 0.8994140625}, {"start": 1235.3, "end": 1235.46, "word": " و", "probability": 0.97412109375}, {"start": 1235.46, "end": 1236.02, "word": " x1", "probability": 0.955810546875}, {"start": 1236.02, "end": 1238.26, "word": " كأنه", "probability": 0.82080078125}, {"start": 1238.26, "end": 1238.96, "word": " إحداثيات", "probability": 0.9383138020833334}, {"start": 1238.96, "end": 1240.04, "word": " النقطة", "probability": 0.9742838541666666}, {"start": 1240.04, "end": 1240.38, "word": " هذه", "probability": 0.52587890625}, {"start": 1240.38, "end": 1241.64, "word": " تمثل", "probability": 0.9680989583333334}, {"start": 1241.64, "end": 1243.44, "word": " x1", "probability": 0.958740234375}, {"start": 1243.44, "end": 1244.84, "word": " 1", "probability": 0.54443359375}, {"start": 1244.84, "end": 1245.56, "word": " و", "probability": 0.9599609375}, {"start": 1245.56, "end": 1246.42, "word": " x2", "probability": 0.964111328125}, {"start": 1246.42, "end": 1246.98, "word": " 1", "probability": 0.970703125}, {"start": 1246.98, "end": 1247.46, "word": " للنقطة", "probability": 0.902099609375}, {"start": 1247.46, "end": 1247.96, "word": " الأولى", "probability": 0.974609375}, {"start": 1247.96, "end": 1248.3, "word": " ف", "probability": 0.97509765625}, {"start": 1248.3, "end": 1248.66, "word": " x1", "probability": 0.6474609375}, {"start": 1248.66, "end": 1248.74, "word": " و", "probability": 0.9921875}, {"start": 1248.74, "end": 1248.96, "word": " x2", "probability": 0.984375}, {"start": 1248.96, "end": 1249.18, "word": " هدولة", "probability": 0.9049072265625}, {"start": 1249.18, "end": 1249.74, "word": " بندخلهم", "probability": 0.8685546875}, {"start": 1249.74, "end": 1250.04, "word": " هنا", "probability": 0.99609375}, {"start": 1250.04, "end": 1251.62, "word": " و", "probability": 0.6142578125}, {"start": 1251.62, "end": 1251.92, "word": " الأن", "probability": 0.697265625}, {"start": 1251.92, "end": 1252.18, "word": " بدي", "probability": 0.80419921875}, {"start": 1252.18, "end": 1252.66, "word": " أحسبهم", "probability": 0.9024658203125}, {"start": 1252.66, "end": 1252.78, "word": " ال", "probability": 0.95166015625}, {"start": 1252.78, "end": 1253.1, "word": " output", "probability": 0.974609375}], "temperature": 1.0}, {"id": 54, "seek": 128186, "start": 1254.11, "end": 1281.87, "text": "بنحسب قيم output بس كيف بدي أشتغل على هذا الكلام و أحسب قيم output المعادلة مش فيها output المعادلة فعليا مش output فالمعادلة فعليا عشان أقول أنا بدي أجسم ال space هذا لأكم output معناته كأنه بدي أقول اعطيني نفترض تلاتة تلاتة معناته اعطيني تلاتة weights بس من التلاتة ال weights هدولة هي ال weight الأولى", "tokens": [3555, 1863, 5016, 35457, 12174, 32640, 5598, 4724, 3794, 9122, 33911, 4724, 16254, 5551, 8592, 2655, 17082, 1211, 15844, 23758, 2423, 28820, 10943, 4032, 5551, 5016, 35457, 12174, 32640, 5598, 9673, 3615, 18513, 37977, 37893, 8978, 11296, 5598, 9673, 3615, 18513, 37977, 6156, 3615, 20292, 995, 37893, 5598, 6156, 45340, 3615, 18513, 37977, 6156, 3615, 20292, 995, 6225, 8592, 7649, 5551, 39648, 41850, 4724, 16254, 5551, 7435, 38251, 2423, 1901, 23758, 5296, 10721, 24793, 5598, 20449, 8315, 47395, 9122, 33456, 3224, 4724, 16254, 5551, 39648, 1975, 3615, 9566, 9957, 1829, 8717, 5172, 2655, 43042, 6055, 1211, 9307, 3660, 6055, 1211, 9307, 3660, 20449, 8315, 47395, 1975, 3615, 9566, 9957, 1829, 6055, 1211, 9307, 3660, 17443, 4724, 3794, 9154, 16712, 1211, 9307, 3660, 2423, 17443, 8032, 3215, 12610, 3660, 39896, 2423, 3364, 16247, 12610, 7578], "avg_logprob": -0.1119791633552975, "compression_ratio": 2.128205128205128, "no_speech_prob": 1.1324882507324219e-06, "words": [{"start": 1254.11, "end": 1254.75, "word": "بنحسب", "probability": 0.82940673828125}, {"start": 1254.75, "end": 1255.33, "word": " قيم", "probability": 0.97265625}, {"start": 1255.33, "end": 1255.67, "word": " output", "probability": 0.9296875}, {"start": 1255.67, "end": 1256.15, "word": " بس", "probability": 0.847412109375}, {"start": 1256.15, "end": 1256.33, "word": " كيف", "probability": 0.971435546875}, {"start": 1256.33, "end": 1256.51, "word": " بدي", "probability": 0.81787109375}, {"start": 1256.51, "end": 1256.89, "word": " أشتغل", "probability": 0.910546875}, {"start": 1256.89, "end": 1257.05, "word": " على", "probability": 0.9150390625}, {"start": 1257.05, "end": 1257.25, "word": " هذا", "probability": 0.9609375}, {"start": 1257.25, "end": 1257.53, "word": " الكلام", "probability": 0.93896484375}, {"start": 1257.53, "end": 1257.63, "word": " و", "probability": 0.79931640625}, {"start": 1257.63, "end": 1257.77, "word": " أحسب", "probability": 0.93359375}, {"start": 1257.77, "end": 1257.99, "word": " قيم", "probability": 0.980712890625}, {"start": 1257.99, "end": 1258.33, "word": " output", "probability": 0.9599609375}, {"start": 1258.33, "end": 1258.73, "word": " المعادلة", "probability": 0.83648681640625}, {"start": 1258.73, "end": 1258.91, "word": " مش", "probability": 0.48486328125}, {"start": 1258.91, "end": 1259.13, "word": " فيها", "probability": 0.947021484375}, {"start": 1259.13, "end": 1259.59, "word": " output", "probability": 0.9912109375}, {"start": 1259.59, "end": 1260.53, "word": " المعادلة", "probability": 0.9560546875}, {"start": 1260.53, "end": 1260.89, "word": " فعليا", "probability": 0.887451171875}, {"start": 1260.89, "end": 1261.03, "word": " مش", "probability": 0.95068359375}, {"start": 1261.03, "end": 1261.51, "word": " output", "probability": 0.97802734375}, {"start": 1261.51, "end": 1263.27, "word": " فالمعادلة", "probability": 0.97939453125}, {"start": 1263.27, "end": 1263.93, "word": " فعليا", "probability": 0.9722900390625}, {"start": 1263.93, "end": 1264.41, "word": " عشان", "probability": 0.98046875}, {"start": 1264.41, "end": 1264.77, "word": " أقول", "probability": 0.85888671875}, {"start": 1264.77, "end": 1264.97, "word": " أنا", "probability": 0.5458984375}, {"start": 1264.97, "end": 1265.23, "word": " بدي", "probability": 0.897705078125}, {"start": 1265.23, "end": 1265.91, "word": " أجسم", "probability": 0.9401041666666666}, {"start": 1265.91, "end": 1266.35, "word": " ال", "probability": 0.9287109375}, {"start": 1266.35, "end": 1266.83, "word": " space", "probability": 0.95654296875}, {"start": 1266.83, "end": 1267.27, "word": " هذا", "probability": 0.73974609375}, {"start": 1267.27, "end": 1268.15, "word": " لأكم", "probability": 0.8829752604166666}, {"start": 1268.15, "end": 1269.03, "word": " output", "probability": 0.982421875}, {"start": 1269.03, "end": 1269.77, "word": " معناته", "probability": 0.8282877604166666}, {"start": 1269.77, "end": 1270.05, "word": " كأنه", "probability": 0.8946940104166666}, {"start": 1270.05, "end": 1270.27, "word": " بدي", "probability": 0.92626953125}, {"start": 1270.27, "end": 1270.71, "word": " أقول", "probability": 0.917724609375}, {"start": 1270.71, "end": 1272.29, "word": " اعطيني", "probability": 0.93408203125}, {"start": 1272.29, "end": 1273.03, "word": " نفترض", "probability": 0.85443115234375}, {"start": 1273.03, "end": 1274.03, "word": " تلاتة", "probability": 0.934814453125}, {"start": 1274.03, "end": 1275.33, "word": " تلاتة", "probability": 0.9019775390625}, {"start": 1275.33, "end": 1275.63, "word": " معناته", "probability": 0.9617513020833334}, {"start": 1275.63, "end": 1276.15, "word": " اعطيني", "probability": 0.9791015625}, {"start": 1276.15, "end": 1276.99, "word": " تلاتة", "probability": 0.9862060546875}, {"start": 1276.99, "end": 1277.33, "word": " weights", "probability": 0.83447265625}, {"start": 1277.33, "end": 1278.51, "word": " بس", "probability": 0.948486328125}, {"start": 1278.51, "end": 1279.49, "word": " من", "probability": 0.5439453125}, {"start": 1279.49, "end": 1279.89, "word": " التلاتة", "probability": 0.92626953125}, {"start": 1279.89, "end": 1279.95, "word": " ال", "probability": 0.9912109375}, {"start": 1279.95, "end": 1280.13, "word": " weights", "probability": 0.78076171875}, {"start": 1280.13, "end": 1280.63, "word": " هدولة", "probability": 0.93359375}, {"start": 1280.63, "end": 1281.07, "word": " هي", "probability": 0.294677734375}, {"start": 1281.07, "end": 1281.21, "word": " ال", "probability": 0.99072265625}, {"start": 1281.21, "end": 1281.39, "word": " weight", "probability": 0.9111328125}, {"start": 1281.39, "end": 1281.87, "word": " الأولى", "probability": 0.9529622395833334}], "temperature": 1.0}, {"id": 55, "seek": 131099, "start": 1285.05, "end": 1310.99, "text": "W11 W21 في هذه نقطة تمثل بالنسبالي كنقطة W12 لمين؟ للنيورون الأولى طب نفس الكلام هنا W12 W22 طب ماهدياش؟ W12 برضه بس لمين لنيورون رقم 2؟", "tokens": [54, 5348, 343, 4436, 8978, 29538, 8717, 47432, 3660, 46811, 12984, 1211, 20666, 1863, 35457, 6027, 1829, 9122, 1863, 47432, 3660, 343, 4762, 32767, 9957, 22807, 24976, 1863, 1829, 13063, 11536, 16247, 12610, 7578, 23032, 3555, 8717, 36178, 2423, 28820, 10943, 34105, 343, 4762, 343, 7490, 23032, 3555, 19446, 3224, 16254, 33599, 22807, 343, 4762, 4724, 43042, 3224, 4724, 3794, 32767, 9957, 5296, 22653, 13063, 11536, 12602, 4587, 2304, 568, 22807], "avg_logprob": -0.2398003466013405, "compression_ratio": 1.5763888888888888, "no_speech_prob": 8.344650268554688e-07, "words": [{"start": 1285.0499999999997, "end": 1286.4499999999998, "word": "W11", "probability": 0.479736328125}, {"start": 1286.4499999999998, "end": 1287.85, "word": " W21", "probability": 0.814453125}, {"start": 1287.85, "end": 1288.85, "word": " في", "probability": 0.439453125}, {"start": 1288.85, "end": 1289.11, "word": " هذه", "probability": 0.77001953125}, {"start": 1289.11, "end": 1290.29, "word": " نقطة", "probability": 0.9173177083333334}, {"start": 1290.29, "end": 1291.03, "word": " تمثل", "probability": 0.8933919270833334}, {"start": 1291.03, "end": 1291.49, "word": " بالنسبالي", "probability": 0.94990234375}, {"start": 1291.49, "end": 1292.09, "word": " كنقطة", "probability": 0.921630859375}, {"start": 1292.09, "end": 1293.91, "word": " W12", "probability": 0.887451171875}, {"start": 1293.91, "end": 1296.59, "word": " لمين؟", "probability": 0.62890625}, {"start": 1296.59, "end": 1297.49, "word": " للنيورون", "probability": 0.630126953125}, {"start": 1297.49, "end": 1298.87, "word": " الأولى", "probability": 0.95947265625}, {"start": 1298.87, "end": 1299.29, "word": " طب", "probability": 0.650146484375}, {"start": 1299.29, "end": 1299.51, "word": " نفس", "probability": 0.99462890625}, {"start": 1299.51, "end": 1299.85, "word": " الكلام", "probability": 0.9757486979166666}, {"start": 1299.85, "end": 1300.13, "word": " هنا", "probability": 0.9853515625}, {"start": 1300.13, "end": 1301.97, "word": " W12", "probability": 0.9091796875}, {"start": 1301.97, "end": 1303.67, "word": " W22", "probability": 0.73681640625}, {"start": 1303.67, "end": 1304.31, "word": " طب", "probability": 0.95556640625}, {"start": 1304.31, "end": 1305.01, "word": " ماهدياش؟", "probability": 0.49287109375}, {"start": 1305.01, "end": 1306.83, "word": " W12", "probability": 0.94873046875}, {"start": 1306.83, "end": 1308.09, "word": " برضه", "probability": 0.98095703125}, {"start": 1308.09, "end": 1308.53, "word": " بس", "probability": 0.84423828125}, {"start": 1308.53, "end": 1309.05, "word": " لمين", "probability": 0.946044921875}, {"start": 1309.05, "end": 1309.89, "word": " لنيورون", "probability": 0.7445068359375}, {"start": 1309.89, "end": 1310.29, "word": " رقم", "probability": 0.9798177083333334}, {"start": 1310.29, "end": 1310.99, "word": " 2؟", "probability": 0.850830078125}], "temperature": 1.0}, {"id": 56, "seek": 133988, "start": 1311.3, "end": 1339.88, "text": "هنا w13 وw23 برضه نفس الكلام w1 وw2 لمن؟ لل weight رقم او لل output رقم 3 يعني ال output نقدر نمثله بإحداثيات ال weights تبعته بإحداثيات ال weights فلو قلنا جدلا هي أولى هي تانية", "tokens": [3224, 8315, 261, 7668, 4032, 86, 9356, 4724, 43042, 3224, 8717, 36178, 2423, 28820, 10943, 261, 16, 4032, 86, 17, 5296, 27842, 22807, 24976, 3364, 12602, 4587, 2304, 1975, 2407, 24976, 5598, 12602, 4587, 2304, 805, 37495, 22653, 2423, 5598, 8717, 28543, 2288, 8717, 2304, 12984, 43761, 4724, 28814, 24401, 5718, 104, 1829, 9307, 2423, 17443, 6055, 3555, 34268, 3224, 4724, 28814, 24401, 5718, 104, 1829, 9307, 2423, 17443, 6156, 1211, 2407, 12174, 1211, 8315, 10874, 3215, 15040, 39896, 5551, 12610, 7578, 39896, 6055, 7649, 10632], "avg_logprob": -0.22557471709689875, "compression_ratio": 1.6352941176470588, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 1311.3, "end": 1311.76, "word": "هنا", "probability": 0.7327880859375}, {"start": 1311.76, "end": 1313.34, "word": " w13", "probability": 0.231201171875}, {"start": 1313.34, "end": 1316.14, "word": " وw23", "probability": 0.693115234375}, {"start": 1316.14, "end": 1317.32, "word": " برضه", "probability": 0.8028971354166666}, {"start": 1317.32, "end": 1317.52, "word": " نفس", "probability": 0.9873046875}, {"start": 1317.52, "end": 1317.98, "word": " الكلام", "probability": 0.9552408854166666}, {"start": 1317.98, "end": 1319.1, "word": " w1", "probability": 0.563720703125}, {"start": 1319.1, "end": 1319.86, "word": " وw2", "probability": 0.8995768229166666}, {"start": 1319.86, "end": 1321.92, "word": " لمن؟", "probability": 0.6121419270833334}, {"start": 1321.92, "end": 1322.38, "word": " لل", "probability": 0.379638671875}, {"start": 1322.38, "end": 1323.44, "word": " weight", "probability": 0.572265625}, {"start": 1323.44, "end": 1323.78, "word": " رقم", "probability": 0.9046223958333334}, {"start": 1323.78, "end": 1323.94, "word": " او", "probability": 0.756103515625}, {"start": 1323.94, "end": 1324.12, "word": " لل", "probability": 0.84765625}, {"start": 1324.12, "end": 1324.36, "word": " output", "probability": 0.98876953125}, {"start": 1324.36, "end": 1324.7, "word": " رقم", "probability": 0.9876302083333334}, {"start": 1324.7, "end": 1325.1, "word": " 3", "probability": 0.779296875}, {"start": 1325.1, "end": 1326.62, "word": " يعني", "probability": 0.866943359375}, {"start": 1326.62, "end": 1327.34, "word": " ال", "probability": 0.8876953125}, {"start": 1327.34, "end": 1327.88, "word": " output", "probability": 0.982421875}, {"start": 1327.88, "end": 1328.74, "word": " نقدر", "probability": 0.9635416666666666}, {"start": 1328.74, "end": 1329.38, "word": " نمثله", "probability": 0.8907470703125}, {"start": 1329.38, "end": 1330.4, "word": " بإحداثيات", "probability": 0.9042271205357143}, {"start": 1330.4, "end": 1330.56, "word": " ال", "probability": 0.98828125}, {"start": 1330.56, "end": 1330.74, "word": " weights", "probability": 0.8193359375}, {"start": 1330.74, "end": 1331.28, "word": " تبعته", "probability": 0.766845703125}, {"start": 1331.28, "end": 1332.54, "word": " بإحداثيات", "probability": 0.9630301339285714}, {"start": 1332.54, "end": 1332.92, "word": " ال", "probability": 0.99658203125}, {"start": 1332.92, "end": 1333.2, "word": " weights", "probability": 0.81689453125}, {"start": 1333.2, "end": 1333.68, "word": " فلو", "probability": 0.9840494791666666}, {"start": 1333.68, "end": 1334.1, "word": " قلنا", "probability": 0.88720703125}, {"start": 1334.1, "end": 1335.02, "word": " جدلا", "probability": 0.9689127604166666}, {"start": 1335.02, "end": 1335.88, "word": " هي", "probability": 0.229248046875}, {"start": 1335.88, "end": 1337.64, "word": " أولى", "probability": 0.7769368489583334}, {"start": 1337.64, "end": 1339.36, "word": " هي", "probability": 0.83056640625}, {"start": 1339.36, "end": 1339.88, "word": " تانية", "probability": 0.9454752604166666}], "temperature": 1.0}, {"id": 57, "seek": 137254, "start": 1343.48, "end": 1372.54, "text": "هي التالتة عشوائيا بهذا الشكل بشكل عشوائي ما احنا قلنا بداية بتكون بشكل عشوائي هيها هي التلاتة الـ Whistle في الأول و بدنا نبدأ نعمل activation معناته بده ندخل input بدنا ندخل ال input هاي ال input اعطيه input يلّا هاته اعطيه input اي واحد بدنا input اي واحد خليني اخد مثلا أميل الأحمر أوضح على الصبورة خليني اقول النقطة هذه", "tokens": [3224, 1829, 16712, 6027, 2655, 3660, 6225, 8592, 2407, 16373, 25528, 39627, 15730, 25124, 28820, 4724, 8592, 28820, 6225, 8592, 2407, 16373, 1829, 19446, 1975, 5016, 8315, 12174, 1211, 8315, 4724, 28259, 10632, 39894, 30544, 4724, 8592, 28820, 6225, 8592, 2407, 16373, 1829, 39896, 11296, 39896, 16712, 1211, 9307, 3660, 2423, 39184, 506, 16088, 8978, 16247, 12610, 4032, 47525, 8315, 8717, 44510, 10721, 8717, 25957, 1211, 24433, 20449, 8315, 47395, 47525, 3224, 8717, 3215, 9778, 1211, 4846, 47525, 8315, 8717, 3215, 9778, 1211, 2423, 4846, 8032, 47302, 2423, 4846, 1975, 3615, 9566, 1829, 3224, 4846, 7251, 1211, 11703, 995, 8032, 9307, 3224, 1975, 3615, 9566, 1829, 3224, 4846, 1975, 1829, 36764, 24401, 47525, 8315, 4846, 1975, 1829, 36764, 24401, 16490, 1211, 9957, 1829, 1975, 9778, 3215, 50113, 15040, 5551, 2304, 26895, 16247, 5016, 29973, 34051, 11242, 5016, 15844, 31767, 3555, 13063, 3660, 16490, 1211, 9957, 1829, 1975, 39648, 28239, 47432, 3660, 29538], "avg_logprob": -0.21119280422435088, "compression_ratio": 2.0262172284644193, "no_speech_prob": 5.602836608886719e-06, "words": [{"start": 1343.48, "end": 1343.74, "word": "هي", "probability": 0.594970703125}, {"start": 1343.74, "end": 1344.26, "word": " التالتة", "probability": 0.9271240234375}, {"start": 1344.26, "end": 1345.1, "word": " عشوائيا", "probability": 0.8962890625}, {"start": 1345.1, "end": 1348.12, "word": " بهذا", "probability": 0.7880859375}, {"start": 1348.12, "end": 1349.06, "word": " الشكل", "probability": 0.984130859375}, {"start": 1349.06, "end": 1349.96, "word": " بشكل", "probability": 0.89404296875}, {"start": 1349.96, "end": 1350.22, "word": " عشوائي", "probability": 0.9865234375}, {"start": 1350.22, "end": 1350.32, "word": " ما", "probability": 0.427001953125}, {"start": 1350.32, "end": 1350.4, "word": " احنا", "probability": 0.8221028645833334}, {"start": 1350.4, "end": 1350.62, "word": " قلنا", "probability": 0.8377278645833334}, {"start": 1350.62, "end": 1351.24, "word": " بداية", "probability": 0.88427734375}, {"start": 1351.24, "end": 1351.58, "word": " بتكون", "probability": 0.9052734375}, {"start": 1351.58, "end": 1351.86, "word": " بشكل", "probability": 0.9305013020833334}, {"start": 1351.86, "end": 1352.4, "word": " عشوائي", "probability": 0.9919921875}, {"start": 1352.4, "end": 1353.0, "word": " هيها", "probability": 0.624267578125}, {"start": 1353.0, "end": 1353.82, "word": " هي", "probability": 0.52880859375}, {"start": 1353.82, "end": 1354.46, "word": " التلاتة", "probability": 0.963134765625}, {"start": 1354.46, "end": 1355.08, "word": " الـ", "probability": 0.635498046875}, {"start": 1355.08, "end": 1355.3, "word": " Whistle", "probability": 0.56976318359375}, {"start": 1355.3, "end": 1355.44, "word": " في", "probability": 0.86572265625}, {"start": 1355.44, "end": 1355.78, "word": " الأول", "probability": 0.96923828125}, {"start": 1355.78, "end": 1356.5, "word": " و", "probability": 0.75732421875}, {"start": 1356.5, "end": 1357.16, "word": " بدنا", "probability": 0.840087890625}, {"start": 1357.16, "end": 1357.56, "word": " نبدأ", "probability": 0.9832356770833334}, {"start": 1357.56, "end": 1357.84, "word": " نعمل", "probability": 0.9401041666666666}, {"start": 1357.84, "end": 1358.26, "word": " activation", "probability": 0.7509765625}, {"start": 1358.26, "end": 1358.62, "word": " معناته", "probability": 0.7779947916666666}, {"start": 1358.62, "end": 1358.82, "word": " بده", "probability": 0.6884765625}, {"start": 1358.82, "end": 1359.06, "word": " ندخل", "probability": 0.8045654296875}, {"start": 1359.06, "end": 1359.5, "word": " input", "probability": 0.88037109375}, {"start": 1359.5, "end": 1361.04, "word": " بدنا", "probability": 0.957275390625}, {"start": 1361.04, "end": 1361.42, "word": " ندخل", "probability": 0.994140625}, {"start": 1361.42, "end": 1361.54, "word": " ال", "probability": 0.94580078125}, {"start": 1361.54, "end": 1361.88, "word": " input", "probability": 0.978515625}, {"start": 1361.88, "end": 1362.52, "word": " هاي", "probability": 0.5228271484375}, {"start": 1362.52, "end": 1362.6, "word": " ال", "probability": 0.9892578125}, {"start": 1362.6, "end": 1362.9, "word": " input", "probability": 0.9931640625}, {"start": 1362.9, "end": 1364.02, "word": " اعطيه", "probability": 0.79599609375}, {"start": 1364.02, "end": 1364.24, "word": " input", "probability": 0.994140625}, {"start": 1364.24, "end": 1364.6, "word": " يلّا", "probability": 0.69732666015625}, {"start": 1364.6, "end": 1365.54, "word": " هاته", "probability": 0.656005859375}, {"start": 1365.54, "end": 1365.76, "word": " اعطيه", "probability": 0.905859375}, {"start": 1365.76, "end": 1366.08, "word": " input", "probability": 0.9912109375}, {"start": 1366.08, "end": 1366.66, "word": " اي", "probability": 0.5120849609375}, {"start": 1366.66, "end": 1366.96, "word": " واحد", "probability": 0.992431640625}, {"start": 1366.96, "end": 1367.22, "word": " بدنا", "probability": 0.975341796875}, {"start": 1367.22, "end": 1367.62, "word": " input", "probability": 0.82080078125}, {"start": 1367.62, "end": 1368.12, "word": " اي", "probability": 0.758056640625}, {"start": 1368.12, "end": 1368.36, "word": " واحد", "probability": 0.992919921875}, {"start": 1368.36, "end": 1368.66, "word": " خليني", "probability": 0.8724365234375}, {"start": 1368.66, "end": 1368.96, "word": " اخد", "probability": 0.645263671875}, {"start": 1368.96, "end": 1369.24, "word": " مثلا", "probability": 0.921875}, {"start": 1369.24, "end": 1369.5, "word": " أميل", "probability": 0.625}, {"start": 1369.5, "end": 1369.92, "word": " الأحمر", "probability": 0.6807454427083334}, {"start": 1369.92, "end": 1370.54, "word": " أوضح", "probability": 0.9150390625}, {"start": 1370.54, "end": 1370.7, "word": " على", "probability": 0.9501953125}, {"start": 1370.7, "end": 1371.2, "word": " الصبورة", "probability": 0.8516845703125}, {"start": 1371.2, "end": 1371.76, "word": " خليني", "probability": 0.96630859375}, {"start": 1371.76, "end": 1371.92, "word": " اقول", "probability": 0.840087890625}, {"start": 1371.92, "end": 1372.3, "word": " النقطة", "probability": 0.9791666666666666}, {"start": 1372.3, "end": 1372.54, "word": " هذه", "probability": 0.67919921875}], "temperature": 1.0}, {"id": 58, "seek": 140555, "start": 1376.21, "end": 1405.55, "text": "تمام النقطة هذه بدنا نجيس الآن مين مسافات هيها X جديش بتبعد عن ال W X جديش بتبعد عن ال W فبدي أحسب X I جديش بتبعد عن Wi كويس لمين لل node J كأنها لل node J طبعا بالنسبة لل X I مش هتفرج معاها ال node J واحد ولا اتنين ولا تلاتة مين اللي بيفرج معاه ال W ال W لأنه الآن بدي أحسب بالنسبة لل node الأولى هنا", "tokens": [39237, 10943, 28239, 47432, 3660, 29538, 47525, 8315, 8717, 7435, 1829, 3794, 6024, 48506, 3714, 9957, 47524, 31845, 9307, 39896, 11296, 1783, 10874, 16254, 8592, 39894, 3555, 22488, 18871, 2423, 343, 1783, 10874, 16254, 8592, 39894, 3555, 22488, 18871, 2423, 343, 6156, 3555, 16254, 5551, 5016, 35457, 1783, 286, 10874, 16254, 8592, 39894, 3555, 22488, 18871, 14035, 9122, 45865, 3794, 32767, 9957, 24976, 9984, 508, 9122, 33456, 11296, 24976, 9984, 508, 23032, 3555, 3615, 995, 20666, 1863, 35457, 3660, 24976, 1783, 286, 37893, 8032, 2655, 5172, 47341, 20449, 995, 11296, 2423, 9984, 508, 36764, 24401, 49429, 1975, 2655, 1863, 9957, 49429, 6055, 1211, 9307, 3660, 3714, 9957, 13672, 1829, 4724, 33911, 47341, 20449, 40294, 2423, 343, 2423, 343, 5296, 33456, 3224, 6024, 48506, 4724, 16254, 5551, 5016, 35457, 20666, 1863, 35457, 3660, 24976, 9984, 16247, 12610, 7578, 34105], "avg_logprob": -0.19177158509227013, "compression_ratio": 2.1139240506329116, "no_speech_prob": 7.152557373046875e-07, "words": [{"start": 1376.21, "end": 1376.61, "word": "تمام", "probability": 0.701416015625}, {"start": 1376.61, "end": 1377.25, "word": " النقطة", "probability": 0.8763020833333334}, {"start": 1377.25, "end": 1377.57, "word": " هذه", "probability": 0.544921875}, {"start": 1377.57, "end": 1378.29, "word": " بدنا", "probability": 0.798828125}, {"start": 1378.29, "end": 1378.63, "word": " نجيس", "probability": 0.93603515625}, {"start": 1378.63, "end": 1378.93, "word": " الآن", "probability": 0.5472412109375}, {"start": 1378.93, "end": 1379.21, "word": " مين", "probability": 0.7042236328125}, {"start": 1379.21, "end": 1379.79, "word": " مسافات", "probability": 0.95703125}, {"start": 1379.79, "end": 1380.27, "word": " هيها", "probability": 0.847412109375}, {"start": 1380.27, "end": 1381.23, "word": " X", "probability": 0.51416015625}, {"start": 1381.23, "end": 1382.07, "word": " جديش", "probability": 0.8172200520833334}, {"start": 1382.07, "end": 1382.29, "word": " بتبعد", "probability": 0.8733723958333334}, {"start": 1382.29, "end": 1382.41, "word": " عن", "probability": 0.966796875}, {"start": 1382.41, "end": 1382.55, "word": " ال", "probability": 0.6396484375}, {"start": 1382.55, "end": 1382.81, "word": " W", "probability": 0.677734375}, {"start": 1382.81, "end": 1383.55, "word": " X", "probability": 0.1717529296875}, {"start": 1383.55, "end": 1383.77, "word": " جديش", "probability": 0.8776041666666666}, {"start": 1383.77, "end": 1383.97, "word": " بتبعد", "probability": 0.970703125}, {"start": 1383.97, "end": 1384.07, "word": " عن", "probability": 0.9521484375}, {"start": 1384.07, "end": 1384.13, "word": " ال", "probability": 0.93896484375}, {"start": 1384.13, "end": 1384.33, "word": " W", "probability": 0.96630859375}, {"start": 1384.33, "end": 1384.91, "word": " فبدي", "probability": 0.7262369791666666}, {"start": 1384.91, "end": 1385.21, "word": " أحسب", "probability": 0.9041341145833334}, {"start": 1385.21, "end": 1385.95, "word": " X", "probability": 0.47509765625}, {"start": 1385.95, "end": 1387.25, "word": " I", "probability": 0.541015625}, {"start": 1387.25, "end": 1388.29, "word": " جديش", "probability": 0.9464518229166666}, {"start": 1388.29, "end": 1388.63, "word": " بتبعد", "probability": 0.9508463541666666}, {"start": 1388.63, "end": 1388.99, "word": " عن", "probability": 0.9541015625}, {"start": 1388.99, "end": 1389.91, "word": " Wi", "probability": 0.61572265625}, {"start": 1389.91, "end": 1392.29, "word": " كويس", "probability": 0.9020182291666666}, {"start": 1392.29, "end": 1392.91, "word": " لمين", "probability": 0.7279052734375}, {"start": 1392.91, "end": 1393.81, "word": " لل", "probability": 0.4111328125}, {"start": 1393.81, "end": 1394.21, "word": " node", "probability": 0.7373046875}, {"start": 1394.21, "end": 1394.73, "word": " J", "probability": 0.84716796875}, {"start": 1394.73, "end": 1395.71, "word": " كأنها", "probability": 0.90380859375}, {"start": 1395.71, "end": 1395.87, "word": " لل", "probability": 0.91943359375}, {"start": 1395.87, "end": 1396.01, "word": " node", "probability": 0.89453125}, {"start": 1396.01, "end": 1396.25, "word": " J", "probability": 0.96240234375}, {"start": 1396.25, "end": 1396.89, "word": " طبعا", "probability": 0.9705810546875}, {"start": 1396.89, "end": 1397.19, "word": " بالنسبة", "probability": 0.9793701171875}, {"start": 1397.19, "end": 1397.35, "word": " لل", "probability": 0.82763671875}, {"start": 1397.35, "end": 1397.53, "word": " X", "probability": 0.93798828125}, {"start": 1397.53, "end": 1397.73, "word": " I", "probability": 0.7119140625}, {"start": 1397.73, "end": 1397.87, "word": " مش", "probability": 0.8701171875}, {"start": 1397.87, "end": 1398.19, "word": " هتفرج", "probability": 0.9044189453125}, {"start": 1398.19, "end": 1398.39, "word": " معاها", "probability": 0.7469075520833334}, {"start": 1398.39, "end": 1398.49, "word": " ال", "probability": 0.40625}, {"start": 1398.49, "end": 1398.61, "word": " node", "probability": 0.92041015625}, {"start": 1398.61, "end": 1398.75, "word": " J", "probability": 0.90087890625}, {"start": 1398.75, "end": 1399.05, "word": " واحد", "probability": 0.7469482421875}, {"start": 1399.05, "end": 1399.19, "word": " ولا", "probability": 0.67822265625}, {"start": 1399.19, "end": 1399.37, "word": " اتنين", "probability": 0.9434814453125}, {"start": 1399.37, "end": 1399.49, "word": " ولا", "probability": 0.96435546875}, {"start": 1399.49, "end": 1399.83, "word": " تلاتة", "probability": 0.76806640625}, {"start": 1399.83, "end": 1400.11, "word": " مين", "probability": 0.92041015625}, {"start": 1400.11, "end": 1400.21, "word": " اللي", "probability": 0.9716796875}, {"start": 1400.21, "end": 1400.41, "word": " بيفرج", "probability": 0.88623046875}, {"start": 1400.41, "end": 1400.65, "word": " معاه", "probability": 0.89013671875}, {"start": 1400.65, "end": 1401.11, "word": " ال", "probability": 0.98291015625}, {"start": 1401.11, "end": 1401.51, "word": " W", "probability": 0.9462890625}, {"start": 1401.51, "end": 1402.41, "word": " ال", "probability": 0.87255859375}, {"start": 1402.41, "end": 1402.69, "word": " W", "probability": 0.92822265625}, {"start": 1402.69, "end": 1403.73, "word": " لأنه", "probability": 0.9150390625}, {"start": 1403.73, "end": 1403.89, "word": " الآن", "probability": 0.769775390625}, {"start": 1403.89, "end": 1404.09, "word": " بدي", "probability": 0.884033203125}, {"start": 1404.09, "end": 1404.39, "word": " أحسب", "probability": 0.95849609375}, {"start": 1404.39, "end": 1404.75, "word": " بالنسبة", "probability": 0.9971923828125}, {"start": 1404.75, "end": 1404.89, "word": " لل", "probability": 0.9501953125}, {"start": 1404.89, "end": 1405.05, "word": " node", "probability": 0.95849609375}, {"start": 1405.05, "end": 1405.37, "word": " الأولى", "probability": 0.90771484375}, {"start": 1405.37, "end": 1405.55, "word": " هنا", "probability": 0.99560546875}], "temperature": 1.0}, {"id": 59, "seek": 143405, "start": 1406.51, "end": 1434.05, "text": "جدّاش المسافة طيب هنا جدّاش المسافة هنا جدّاش المسافة ما هي الفروقات هيها فرق هي في النهاية فرق صحيح مش هي هذه المعادلة اللي هنستخدمها في النهاية بشكل نهائي لكن احنا بدنا نوضح فكرة ايش ال output يمثل يمثل بإحداث بإحداثيات ال weights تبعته كويس الآن مين الأقرب الأقرب هي", "tokens": [7435, 3215, 11703, 33599, 9673, 3794, 31845, 3660, 23032, 1829, 3555, 34105, 10874, 3215, 11703, 33599, 9673, 3794, 31845, 3660, 34105, 10874, 3215, 11703, 33599, 9673, 3794, 31845, 3660, 19446, 39896, 27188, 2288, 30543, 9307, 39896, 11296, 6156, 2288, 4587, 39896, 8978, 28239, 11296, 10632, 6156, 2288, 4587, 20328, 5016, 1829, 5016, 37893, 39896, 29538, 9673, 3615, 18513, 37977, 13672, 1829, 8032, 1863, 14851, 9778, 40448, 11296, 8978, 28239, 11296, 10632, 4724, 8592, 28820, 8717, 3224, 16373, 1829, 44381, 1975, 5016, 8315, 47525, 8315, 8717, 2407, 11242, 5016, 6156, 4117, 25720, 1975, 1829, 8592, 2423, 5598, 7251, 2304, 12984, 1211, 7251, 2304, 12984, 1211, 4724, 28814, 24401, 5718, 104, 4724, 28814, 24401, 5718, 104, 1829, 9307, 2423, 17443, 6055, 3555, 34268, 3224, 9122, 45865, 3794, 6024, 48506, 3714, 9957, 16247, 4587, 25513, 16247, 4587, 25513, 39896], "avg_logprob": -0.140853097839077, "compression_ratio": 2.016949152542373, "no_speech_prob": 2.205371856689453e-05, "words": [{"start": 1406.51, "end": 1406.91, "word": "جدّاش", "probability": 0.6544189453125}, {"start": 1406.91, "end": 1408.07, "word": " المسافة", "probability": 0.9656982421875}, {"start": 1408.07, "end": 1408.97, "word": " طيب", "probability": 0.7505696614583334}, {"start": 1408.97, "end": 1409.39, "word": " هنا", "probability": 0.8603515625}, {"start": 1409.39, "end": 1409.87, "word": " جدّاش", "probability": 0.9586181640625}, {"start": 1409.87, "end": 1410.71, "word": " المسافة", "probability": 0.9935302734375}, {"start": 1410.71, "end": 1411.27, "word": " هنا", "probability": 0.49658203125}, {"start": 1411.27, "end": 1411.81, "word": " جدّاش", "probability": 0.9820556640625}, {"start": 1411.81, "end": 1412.71, "word": " المسافة", "probability": 0.9951171875}, {"start": 1412.71, "end": 1413.05, "word": " ما", "probability": 0.82275390625}, {"start": 1413.05, "end": 1413.15, "word": " هي", "probability": 0.7724609375}, {"start": 1413.15, "end": 1413.69, "word": " الفروقات", "probability": 0.938232421875}, {"start": 1413.69, "end": 1414.03, "word": " هيها", "probability": 0.753173828125}, {"start": 1414.03, "end": 1414.55, "word": " فرق", "probability": 0.8922526041666666}, {"start": 1414.55, "end": 1417.03, "word": " هي", "probability": 0.66845703125}, {"start": 1417.03, "end": 1417.17, "word": " في", "probability": 0.78466796875}, {"start": 1417.17, "end": 1417.43, "word": " النهاية", "probability": 0.9630533854166666}, {"start": 1417.43, "end": 1417.83, "word": " فرق", "probability": 0.9970703125}, {"start": 1417.83, "end": 1418.71, "word": " صحيح", "probability": 0.975341796875}, {"start": 1418.71, "end": 1418.85, "word": " مش", "probability": 0.951171875}, {"start": 1418.85, "end": 1418.99, "word": " هي", "probability": 0.8134765625}, {"start": 1418.99, "end": 1419.15, "word": " هذه", "probability": 0.7001953125}, {"start": 1419.15, "end": 1419.45, "word": " المعادلة", "probability": 0.9793701171875}, {"start": 1419.45, "end": 1419.55, "word": " اللي", "probability": 0.919921875}, {"start": 1419.55, "end": 1420.09, "word": " هنستخدمها", "probability": 0.8552652994791666}, {"start": 1420.09, "end": 1420.19, "word": " في", "probability": 0.91455078125}, {"start": 1420.19, "end": 1420.59, "word": " النهاية", "probability": 0.9534505208333334}, {"start": 1420.59, "end": 1421.25, "word": " بشكل", "probability": 0.9567057291666666}, {"start": 1421.25, "end": 1421.77, "word": " نهائي", "probability": 0.9857177734375}, {"start": 1421.77, "end": 1422.45, "word": " لكن", "probability": 0.900390625}, {"start": 1422.45, "end": 1423.23, "word": " احنا", "probability": 0.9127604166666666}, {"start": 1423.23, "end": 1423.49, "word": " بدنا", "probability": 0.8916015625}, {"start": 1423.49, "end": 1423.87, "word": " نوضح", "probability": 0.9398193359375}, {"start": 1423.87, "end": 1424.43, "word": " فكرة", "probability": 0.9853515625}, {"start": 1424.43, "end": 1426.25, "word": " ايش", "probability": 0.8133138020833334}, {"start": 1426.25, "end": 1426.57, "word": " ال", "probability": 0.97216796875}, {"start": 1426.57, "end": 1426.91, "word": " output", "probability": 0.9716796875}, {"start": 1426.91, "end": 1427.53, "word": " يمثل", "probability": 0.98046875}, {"start": 1427.53, "end": 1428.27, "word": " يمثل", "probability": 0.937255859375}, {"start": 1428.27, "end": 1428.75, "word": " بإحداث", "probability": 0.79326171875}, {"start": 1428.75, "end": 1429.35, "word": " بإحداثيات", "probability": 0.8396344866071429}, {"start": 1429.35, "end": 1429.67, "word": " ال", "probability": 0.99169921875}, {"start": 1429.67, "end": 1429.87, "word": " weights", "probability": 0.65673828125}, {"start": 1429.87, "end": 1430.35, "word": " تبعته", "probability": 0.8314208984375}, {"start": 1430.35, "end": 1431.25, "word": " كويس", "probability": 0.87060546875}, {"start": 1431.25, "end": 1431.93, "word": " الآن", "probability": 0.6356201171875}, {"start": 1431.93, "end": 1432.13, "word": " مين", "probability": 0.913818359375}, {"start": 1432.13, "end": 1432.77, "word": " الأقرب", "probability": 0.97998046875}, {"start": 1432.77, "end": 1433.77, "word": " الأقرب", "probability": 0.7753092447916666}, {"start": 1433.77, "end": 1434.05, "word": " هي", "probability": 0.93408203125}], "temperature": 1.0}, {"id": 60, "seek": 146271, "start": 1434.93, "end": 1462.71, "text": "النقطة هذه أو الـ W هذه أو ال node هذه ك output ال node هذه ك output فكل اللي حيصير إنه هذه ال node اللي هي ال weight بدي أقربها لمين؟ للنقطة النقطة بتتغيرش احنا أعطينا نقطة و أنا متأكد إنها صحيحة ك input بس أنا مش عارف إيش ال output تبعها بس هي ك input هي observation صحيحة فبروح بجرب ال weight اللي ال weight هذه إلها", "tokens": [6027, 1863, 47432, 3660, 29538, 34051, 2423, 39184, 343, 29538, 34051, 2423, 9984, 29538, 9122, 5598, 2423, 9984, 29538, 9122, 5598, 6156, 28820, 13672, 1829, 11331, 1829, 9381, 13546, 36145, 3224, 29538, 2423, 9984, 13672, 1829, 39896, 2423, 3364, 4724, 16254, 5551, 4587, 25513, 11296, 32767, 9957, 22807, 5296, 1211, 1863, 47432, 3660, 28239, 47432, 3660, 39894, 2655, 17082, 13546, 8592, 1975, 5016, 8315, 5551, 3615, 9566, 1829, 8315, 8717, 47432, 3660, 4032, 41850, 44650, 10721, 4117, 3215, 36145, 11296, 20328, 5016, 1829, 5016, 3660, 9122, 4846, 4724, 3794, 41850, 37893, 6225, 9640, 5172, 11933, 1829, 8592, 2423, 5598, 6055, 3555, 3615, 11296, 4724, 3794, 39896, 9122, 4846, 39896, 14816, 20328, 5016, 1829, 5016, 3660, 6156, 26890, 2407, 5016, 4724, 7435, 25513, 2423, 3364, 13672, 1829, 2423, 3364, 29538, 11933, 1211, 11296], "avg_logprob": -0.19572368241790541, "compression_ratio": 2.0120481927710845, "no_speech_prob": 7.152557373046875e-06, "words": [{"start": 1434.93, "end": 1435.41, "word": "النقطة", "probability": 0.9439697265625}, {"start": 1435.41, "end": 1435.71, "word": " هذه", "probability": 0.68505859375}, {"start": 1435.71, "end": 1436.11, "word": " أو", "probability": 0.7998046875}, {"start": 1436.11, "end": 1436.39, "word": " الـ", "probability": 0.76513671875}, {"start": 1436.39, "end": 1436.59, "word": " W", "probability": 0.467041015625}, {"start": 1436.59, "end": 1436.95, "word": " هذه", "probability": 0.8876953125}, {"start": 1436.95, "end": 1437.39, "word": " أو", "probability": 0.8388671875}, {"start": 1437.39, "end": 1438.61, "word": " ال", "probability": 0.479248046875}, {"start": 1438.61, "end": 1438.87, "word": " node", "probability": 0.69775390625}, {"start": 1438.87, "end": 1439.33, "word": " هذه", "probability": 0.802734375}, {"start": 1439.33, "end": 1439.69, "word": " ك", "probability": 0.94287109375}, {"start": 1439.69, "end": 1440.13, "word": " output", "probability": 0.94921875}, {"start": 1440.13, "end": 1440.61, "word": " ال", "probability": 0.41796875}, {"start": 1440.61, "end": 1440.79, "word": " node", "probability": 0.95458984375}, {"start": 1440.79, "end": 1440.97, "word": " هذه", "probability": 0.8662109375}, {"start": 1440.97, "end": 1441.13, "word": " ك", "probability": 0.93896484375}, {"start": 1441.13, "end": 1441.41, "word": " output", "probability": 0.98486328125}, {"start": 1441.41, "end": 1442.43, "word": " فكل", "probability": 0.927978515625}, {"start": 1442.43, "end": 1442.53, "word": " اللي", "probability": 0.9658203125}, {"start": 1442.53, "end": 1443.11, "word": " حيصير", "probability": 0.80865478515625}, {"start": 1443.11, "end": 1443.59, "word": " إنه", "probability": 0.413330078125}, {"start": 1443.59, "end": 1443.81, "word": " هذه", "probability": 0.44921875}, {"start": 1443.81, "end": 1443.99, "word": " ال", "probability": 0.9384765625}, {"start": 1443.99, "end": 1444.41, "word": " node", "probability": 0.947265625}, {"start": 1444.41, "end": 1445.25, "word": " اللي", "probability": 0.912353515625}, {"start": 1445.25, "end": 1445.41, "word": " هي", "probability": 0.92822265625}, {"start": 1445.41, "end": 1445.57, "word": " ال", "probability": 0.9921875}, {"start": 1445.57, "end": 1446.03, "word": " weight", "probability": 0.93359375}, {"start": 1446.03, "end": 1446.69, "word": " بدي", "probability": 0.7451171875}, {"start": 1446.69, "end": 1447.61, "word": " أقربها", "probability": 0.965576171875}, {"start": 1447.61, "end": 1448.89, "word": " لمين؟", "probability": 0.6194661458333334}, {"start": 1448.89, "end": 1451.05, "word": " للنقطة", "probability": 0.78828125}, {"start": 1451.05, "end": 1451.97, "word": " النقطة", "probability": 0.8977864583333334}, {"start": 1451.97, "end": 1452.61, "word": " بتتغيرش", "probability": 0.95517578125}, {"start": 1452.61, "end": 1452.91, "word": " احنا", "probability": 0.77734375}, {"start": 1452.91, "end": 1453.17, "word": " أعطينا", "probability": 0.9095703125}, {"start": 1453.17, "end": 1453.67, "word": " نقطة", "probability": 0.8544921875}, {"start": 1453.67, "end": 1453.93, "word": " و", "probability": 0.84228515625}, {"start": 1453.93, "end": 1454.03, "word": " أنا", "probability": 0.61083984375}, {"start": 1454.03, "end": 1454.47, "word": " متأكد", "probability": 0.96728515625}, {"start": 1454.47, "end": 1454.63, "word": " إنها", "probability": 0.62548828125}, {"start": 1454.63, "end": 1455.41, "word": " صحيحة", "probability": 0.93525390625}, {"start": 1455.41, "end": 1455.67, "word": " ك", "probability": 0.9765625}, {"start": 1455.67, "end": 1455.99, "word": " input", "probability": 0.9697265625}, {"start": 1455.99, "end": 1456.33, "word": " بس", "probability": 0.957275390625}, {"start": 1456.33, "end": 1456.41, "word": " أنا", "probability": 0.888671875}, {"start": 1456.41, "end": 1456.51, "word": " مش", "probability": 0.99462890625}, {"start": 1456.51, "end": 1456.69, "word": " عارف", "probability": 0.9972330729166666}, {"start": 1456.69, "end": 1456.79, "word": " إيش", "probability": 0.6961263020833334}, {"start": 1456.79, "end": 1456.89, "word": " ال", "probability": 0.54345703125}, {"start": 1456.89, "end": 1457.07, "word": " output", "probability": 0.99072265625}, {"start": 1457.07, "end": 1457.49, "word": " تبعها", "probability": 0.8818359375}, {"start": 1457.49, "end": 1457.89, "word": " بس", "probability": 0.975830078125}, {"start": 1457.89, "end": 1458.07, "word": " هي", "probability": 0.740234375}, {"start": 1458.07, "end": 1458.39, "word": " ك", "probability": 0.90478515625}, {"start": 1458.39, "end": 1458.67, "word": " input", "probability": 0.947265625}, {"start": 1458.67, "end": 1458.95, "word": " هي", "probability": 0.77490234375}, {"start": 1458.95, "end": 1459.37, "word": " observation", "probability": 0.88134765625}, {"start": 1459.37, "end": 1460.29, "word": " صحيحة", "probability": 0.89443359375}, {"start": 1460.29, "end": 1460.79, "word": " فبروح", "probability": 0.92236328125}, {"start": 1460.79, "end": 1461.19, "word": " بجرب", "probability": 0.97216796875}, {"start": 1461.19, "end": 1461.37, "word": " ال", "probability": 0.984375}, {"start": 1461.37, "end": 1461.55, "word": " weight", "probability": 0.81298828125}, {"start": 1461.55, "end": 1461.85, "word": " اللي", "probability": 0.7098388671875}, {"start": 1461.85, "end": 1461.97, "word": " ال", "probability": 0.7939453125}, {"start": 1461.97, "end": 1462.15, "word": " weight", "probability": 0.9677734375}, {"start": 1462.15, "end": 1462.37, "word": " هذه", "probability": 0.6845703125}, {"start": 1462.37, "end": 1462.71, "word": " إلها", "probability": 0.7587890625}], "temperature": 1.0}, {"id": 61, "seek": 149224, "start": 1463.48, "end": 1492.24, "text": "بنجرب هيها فبتيجي هدا بتجرب هنا شوية بنكون هيك عملنا إيش تعديل على ال weights فاحنا هيك عدلنا ال weight بس هناخد بالنا أنه مش كل ال weights اتعدلت هذه البعيدة وهذه اللي أبعد بجربش عليهم ماليش علاقة فيهم لكن عدلت الأقرب بقى ليش؟ لأن هي اللي بقدر أسميها winner فهو نفس الكلام إذا ال J هي ال winner", "tokens": [3555, 1863, 7435, 25513, 39896, 11296, 6156, 3555, 31371, 7435, 1829, 8032, 28259, 39894, 7435, 25513, 34105, 13412, 2407, 10632, 44945, 30544, 39896, 4117, 6225, 42213, 8315, 11933, 1829, 8592, 37279, 16254, 1211, 15844, 2423, 17443, 6156, 39319, 8315, 39896, 4117, 6225, 3215, 1211, 8315, 2423, 3364, 4724, 3794, 8032, 1863, 47283, 3215, 20666, 8315, 14739, 3224, 37893, 28242, 2423, 17443, 1975, 2655, 22488, 1211, 2655, 29538, 29739, 3615, 25708, 3660, 37037, 24192, 13672, 1829, 5551, 3555, 22488, 4724, 7435, 25513, 8592, 25894, 16095, 19446, 20292, 8592, 11203, 995, 28671, 8978, 16095, 44381, 6225, 3215, 1211, 2655, 16247, 4587, 25513, 4724, 4587, 7578, 32239, 8592, 22807, 5296, 33456, 39896, 13672, 1829, 4724, 28543, 2288, 5551, 38251, 1829, 11296, 8507, 6156, 3224, 2407, 8717, 36178, 2423, 28820, 10943, 11933, 15730, 2423, 508, 39896, 2423, 8507], "avg_logprob": -0.15601852514125683, "compression_ratio": 1.934108527131783, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 1463.48, "end": 1463.96, "word": "بنجرب", "probability": 0.9305419921875}, {"start": 1463.96, "end": 1464.46, "word": " هيها", "probability": 0.6231689453125}, {"start": 1464.46, "end": 1465.34, "word": " فبتيجي", "probability": 0.8822265625}, {"start": 1465.34, "end": 1465.5, "word": " هدا", "probability": 0.2899169921875}, {"start": 1465.5, "end": 1465.9, "word": " بتجرب", "probability": 0.9612630208333334}, {"start": 1465.9, "end": 1466.06, "word": " هنا", "probability": 0.9599609375}, {"start": 1466.06, "end": 1466.42, "word": " شوية", "probability": 0.93701171875}, {"start": 1466.42, "end": 1468.04, "word": " بنكون", "probability": 0.75341796875}, {"start": 1468.04, "end": 1468.2, "word": " هيك", "probability": 0.909912109375}, {"start": 1468.2, "end": 1468.56, "word": " عملنا", "probability": 0.8230794270833334}, {"start": 1468.56, "end": 1468.98, "word": " إيش", "probability": 0.8333333333333334}, {"start": 1468.98, "end": 1470.5, "word": " تعديل", "probability": 0.7833658854166666}, {"start": 1470.5, "end": 1470.78, "word": " على", "probability": 0.85986328125}, {"start": 1470.78, "end": 1470.94, "word": " ال", "probability": 0.99658203125}, {"start": 1470.94, "end": 1471.3, "word": " weights", "probability": 0.75341796875}, {"start": 1471.3, "end": 1472.22, "word": " فاحنا", "probability": 0.9122721354166666}, {"start": 1472.22, "end": 1472.56, "word": " هيك", "probability": 0.929931640625}, {"start": 1472.56, "end": 1473.48, "word": " عدلنا", "probability": 0.956787109375}, {"start": 1473.48, "end": 1473.62, "word": " ال", "probability": 0.99560546875}, {"start": 1473.62, "end": 1473.96, "word": " weight", "probability": 0.88720703125}, {"start": 1473.96, "end": 1474.52, "word": " بس", "probability": 0.973876953125}, {"start": 1474.52, "end": 1475.06, "word": " هناخد", "probability": 0.916015625}, {"start": 1475.06, "end": 1475.52, "word": " بالنا", "probability": 0.943603515625}, {"start": 1475.52, "end": 1475.96, "word": " أنه", "probability": 0.5958251953125}, {"start": 1475.96, "end": 1476.1, "word": " مش", "probability": 0.98876953125}, {"start": 1476.1, "end": 1476.4, "word": " كل", "probability": 0.98779296875}, {"start": 1476.4, "end": 1476.56, "word": " ال", "probability": 0.99853515625}, {"start": 1476.56, "end": 1476.82, "word": " weights", "probability": 0.81298828125}, {"start": 1476.82, "end": 1477.86, "word": " اتعدلت", "probability": 0.93251953125}, {"start": 1477.86, "end": 1479.16, "word": " هذه", "probability": 0.40234375}, {"start": 1479.16, "end": 1479.8, "word": " البعيدة", "probability": 0.8466796875}, {"start": 1479.8, "end": 1480.36, "word": " وهذه", "probability": 0.677734375}, {"start": 1480.36, "end": 1480.5, "word": " اللي", "probability": 0.786865234375}, {"start": 1480.5, "end": 1480.88, "word": " أبعد", "probability": 0.9456380208333334}, {"start": 1480.88, "end": 1481.58, "word": " بجربش", "probability": 0.870849609375}, {"start": 1481.58, "end": 1481.92, "word": " عليهم", "probability": 0.9775390625}, {"start": 1481.92, "end": 1482.18, "word": " ماليش", "probability": 0.7945963541666666}, {"start": 1482.18, "end": 1482.42, "word": " علاقة", "probability": 0.9837239583333334}, {"start": 1482.42, "end": 1482.8, "word": " فيهم", "probability": 0.962158203125}, {"start": 1482.8, "end": 1483.54, "word": " لكن", "probability": 0.85986328125}, {"start": 1483.54, "end": 1484.04, "word": " عدلت", "probability": 0.98876953125}, {"start": 1484.04, "end": 1484.56, "word": " الأقرب", "probability": 0.9860026041666666}, {"start": 1484.56, "end": 1485.56, "word": " بقى", "probability": 0.9736328125}, {"start": 1485.56, "end": 1486.34, "word": " ليش؟", "probability": 0.7267252604166666}, {"start": 1486.34, "end": 1486.6, "word": " لأن", "probability": 0.8984375}, {"start": 1486.6, "end": 1486.78, "word": " هي", "probability": 0.51904296875}, {"start": 1486.78, "end": 1486.88, "word": " اللي", "probability": 0.978759765625}, {"start": 1486.88, "end": 1487.12, "word": " بقدر", "probability": 0.9724934895833334}, {"start": 1487.12, "end": 1487.5, "word": " أسميها", "probability": 0.8377685546875}, {"start": 1487.5, "end": 1487.98, "word": " winner", "probability": 0.89990234375}, {"start": 1487.98, "end": 1489.48, "word": " فهو", "probability": 0.9889322916666666}, {"start": 1489.48, "end": 1489.72, "word": " نفس", "probability": 0.997802734375}, {"start": 1489.72, "end": 1490.26, "word": " الكلام", "probability": 0.9777018229166666}, {"start": 1490.26, "end": 1490.64, "word": " إذا", "probability": 0.956787109375}, {"start": 1490.64, "end": 1490.82, "word": " ال", "probability": 0.94384765625}, {"start": 1490.82, "end": 1491.1, "word": " J", "probability": 0.48974609375}, {"start": 1491.1, "end": 1491.68, "word": " هي", "probability": 0.923828125}, {"start": 1491.68, "end": 1491.86, "word": " ال", "probability": 0.9794921875}, {"start": 1491.86, "end": 1492.24, "word": " winner", "probability": 0.98681640625}], "temperature": 1.0}, {"id": 62, "seek": 152039, "start": 1493.47, "end": 1520.39, "text": "فهي اللي بتطبق عليها عملية Delta W Delta W بجيب الفرق بينهم جدش الفرق بينهم هنا و هنتكلم في عملية الفرق اللي بنحسبها بس في النهاية بجيب الفرق بينهم هي و احنا فعلا هنا كنا جايبين فرق لأننا كنا بنحسب مسافات الفرق بينهم بضربه في مين في Alpha نضربه في قيمة Alpha ال learning rate هو نفسه ال learning rate لا راح ولا اجه هو هو كما هو كويسة", "tokens": [5172, 3224, 1829, 13672, 1829, 39894, 9566, 3555, 4587, 25894, 11296, 6225, 42213, 10632, 18183, 343, 18183, 343, 4724, 7435, 1829, 3555, 27188, 2288, 4587, 49374, 16095, 10874, 3215, 8592, 27188, 2288, 4587, 49374, 16095, 34105, 4032, 8032, 29399, 4117, 19528, 8978, 6225, 42213, 10632, 27188, 2288, 4587, 13672, 1829, 44945, 5016, 35457, 11296, 4724, 3794, 8978, 28239, 11296, 10632, 4724, 7435, 1829, 3555, 27188, 2288, 4587, 49374, 16095, 39896, 4032, 1975, 5016, 8315, 6156, 3615, 15040, 34105, 9122, 8315, 10874, 47302, 3555, 9957, 6156, 2288, 4587, 5296, 33456, 8315, 9122, 8315, 44945, 5016, 35457, 47524, 31845, 9307, 27188, 2288, 4587, 49374, 16095, 4724, 11242, 25513, 3224, 8978, 3714, 9957, 8978, 20588, 8717, 11242, 25513, 3224, 8978, 12174, 32640, 3660, 20588, 2423, 2539, 3314, 31439, 8717, 36178, 3224, 2423, 2539, 3314, 20193, 12602, 39319, 49429, 1975, 7435, 3224, 31439, 31439, 9122, 15042, 31439, 9122, 45865, 3794, 3660], "avg_logprob": -0.14083615056163556, "compression_ratio": 2.2248995983935744, "no_speech_prob": 3.2186508178710938e-06, "words": [{"start": 1493.47, "end": 1493.89, "word": "فهي", "probability": 0.9119466145833334}, {"start": 1493.89, "end": 1493.99, "word": " اللي", "probability": 0.78564453125}, {"start": 1493.99, "end": 1495.03, "word": " بتطبق", "probability": 0.8736572265625}, {"start": 1495.03, "end": 1495.53, "word": " عليها", "probability": 0.9853515625}, {"start": 1495.53, "end": 1496.25, "word": " عملية", "probability": 0.9765625}, {"start": 1496.25, "end": 1497.37, "word": " Delta", "probability": 0.25634765625}, {"start": 1497.37, "end": 1497.85, "word": " W", "probability": 0.7265625}, {"start": 1497.85, "end": 1498.75, "word": " Delta", "probability": 0.58837890625}, {"start": 1498.75, "end": 1499.19, "word": " W", "probability": 0.9794921875}, {"start": 1499.19, "end": 1499.77, "word": " بجيب", "probability": 0.97119140625}, {"start": 1499.77, "end": 1500.17, "word": " الفرق", "probability": 0.9443359375}, {"start": 1500.17, "end": 1500.75, "word": " بينهم", "probability": 0.985595703125}, {"start": 1500.75, "end": 1501.37, "word": " جدش", "probability": 0.7882486979166666}, {"start": 1501.37, "end": 1501.71, "word": " الفرق", "probability": 0.9794921875}, {"start": 1501.71, "end": 1502.07, "word": " بينهم", "probability": 0.991455078125}, {"start": 1502.07, "end": 1502.33, "word": " هنا", "probability": 0.9931640625}, {"start": 1502.33, "end": 1503.01, "word": " و", "probability": 0.70068359375}, {"start": 1503.01, "end": 1503.43, "word": " هنتكلم", "probability": 0.81298828125}, {"start": 1503.43, "end": 1503.53, "word": " في", "probability": 0.767578125}, {"start": 1503.53, "end": 1503.79, "word": " عملية", "probability": 0.9892578125}, {"start": 1503.79, "end": 1504.07, "word": " الفرق", "probability": 0.98828125}, {"start": 1504.07, "end": 1504.15, "word": " اللي", "probability": 0.880859375}, {"start": 1504.15, "end": 1504.61, "word": " بنحسبها", "probability": 0.9102783203125}, {"start": 1504.61, "end": 1505.03, "word": " بس", "probability": 0.964111328125}, {"start": 1505.03, "end": 1505.15, "word": " في", "probability": 0.69140625}, {"start": 1505.15, "end": 1505.31, "word": " النهاية", "probability": 0.9485677083333334}, {"start": 1505.31, "end": 1505.57, "word": " بجيب", "probability": 0.9771728515625}, {"start": 1505.57, "end": 1505.89, "word": " الفرق", "probability": 0.9939778645833334}, {"start": 1505.89, "end": 1506.35, "word": " بينهم", "probability": 0.9921875}, {"start": 1506.35, "end": 1506.89, "word": " هي", "probability": 0.380859375}, {"start": 1506.89, "end": 1507.21, "word": " و", "probability": 0.5458984375}, {"start": 1507.21, "end": 1507.35, "word": " احنا", "probability": 0.900390625}, {"start": 1507.35, "end": 1507.59, "word": " فعلا", "probability": 0.9261067708333334}, {"start": 1507.59, "end": 1507.75, "word": " هنا", "probability": 0.927734375}, {"start": 1507.75, "end": 1508.03, "word": " كنا", "probability": 0.987060546875}, {"start": 1508.03, "end": 1508.33, "word": " جايبين", "probability": 0.951904296875}, {"start": 1508.33, "end": 1508.61, "word": " فرق", "probability": 0.9283854166666666}, {"start": 1508.61, "end": 1508.87, "word": " لأننا", "probability": 0.6521809895833334}, {"start": 1508.87, "end": 1508.99, "word": " كنا", "probability": 0.9814453125}, {"start": 1508.99, "end": 1509.25, "word": " بنحسب", "probability": 0.9324544270833334}, {"start": 1509.25, "end": 1509.77, "word": " مسافات", "probability": 0.9884440104166666}, {"start": 1509.77, "end": 1510.61, "word": " الفرق", "probability": 0.9835611979166666}, {"start": 1510.61, "end": 1511.17, "word": " بينهم", "probability": 0.99560546875}, {"start": 1511.17, "end": 1511.99, "word": " بضربه", "probability": 0.84613037109375}, {"start": 1511.99, "end": 1512.15, "word": " في", "probability": 0.93115234375}, {"start": 1512.15, "end": 1512.41, "word": " مين", "probability": 0.78173828125}, {"start": 1512.41, "end": 1512.65, "word": " في", "probability": 0.494384765625}, {"start": 1512.65, "end": 1512.97, "word": " Alpha", "probability": 0.75341796875}, {"start": 1512.97, "end": 1513.89, "word": " نضربه", "probability": 0.9530029296875}, {"start": 1513.89, "end": 1514.19, "word": " في", "probability": 0.97705078125}, {"start": 1514.19, "end": 1514.45, "word": " قيمة", "probability": 0.9918619791666666}, {"start": 1514.45, "end": 1514.61, "word": " Alpha", "probability": 0.94677734375}, {"start": 1514.61, "end": 1514.73, "word": " ال", "probability": 0.48486328125}, {"start": 1514.73, "end": 1514.95, "word": " learning", "probability": 0.73095703125}, {"start": 1514.95, "end": 1515.33, "word": " rate", "probability": 0.96044921875}, {"start": 1515.33, "end": 1516.21, "word": " هو", "probability": 0.9833984375}, {"start": 1516.21, "end": 1516.53, "word": " نفسه", "probability": 0.9412434895833334}, {"start": 1516.53, "end": 1516.61, "word": " ال", "probability": 0.74658203125}, {"start": 1516.61, "end": 1516.79, "word": " learning", "probability": 0.93701171875}, {"start": 1516.79, "end": 1517.05, "word": " rate", "probability": 0.982421875}, {"start": 1517.05, "end": 1517.95, "word": " لا", "probability": 0.415771484375}, {"start": 1517.95, "end": 1518.17, "word": " راح", "probability": 0.949951171875}, {"start": 1518.17, "end": 1518.31, "word": " ولا", "probability": 0.87060546875}, {"start": 1518.31, "end": 1518.51, "word": " اجه", "probability": 0.6215006510416666}, {"start": 1518.51, "end": 1518.69, "word": " هو", "probability": 0.9453125}, {"start": 1518.69, "end": 1518.97, "word": " هو", "probability": 0.87158203125}, {"start": 1518.97, "end": 1519.49, "word": " كما", "probability": 0.951171875}, {"start": 1519.49, "end": 1519.69, "word": " هو", "probability": 0.99755859375}, {"start": 1519.69, "end": 1520.39, "word": " كويسة", "probability": 0.909912109375}], "temperature": 1.0}, {"id": 63, "seek": 154160, "start": 1521.08, "end": 1541.6, "text": "فال learning rate اللي بنضربه فيها عشان نجيب Delta W اللي فقط من حق ال winner طيب أما إذا كانت ال J loses the competition صفر إيش يعني صفر؟ يعني Delta W Zero ومدام Delta W Zero معناته ال W مش هتتغير ففعلا هذه مش هتتغير و هذه مش هتتغير", "tokens": [5172, 6027, 2539, 3314, 13672, 1829, 44945, 11242, 25513, 3224, 8978, 11296, 6225, 8592, 7649, 8717, 7435, 1829, 3555, 18183, 343, 13672, 1829, 6156, 47432, 9154, 11331, 4587, 2423, 8507, 23032, 1829, 3555, 5551, 15042, 11933, 15730, 25961, 2655, 2423, 508, 18293, 264, 6211, 20328, 5172, 2288, 11933, 1829, 8592, 37495, 22653, 20328, 5172, 2288, 22807, 37495, 22653, 18183, 343, 17182, 4032, 2304, 3215, 10943, 18183, 343, 17182, 20449, 8315, 47395, 2423, 343, 37893, 8032, 2655, 2655, 17082, 13546, 6156, 5172, 3615, 15040, 29538, 37893, 8032, 2655, 2655, 17082, 13546, 4032, 29538, 37893, 8032, 2655, 2655, 17082, 13546], "avg_logprob": -0.17755681095701276, "compression_ratio": 1.6090909090909091, "no_speech_prob": 1.2218952178955078e-05, "words": [{"start": 1521.08, "end": 1521.36, "word": "فال", "probability": 0.570556640625}, {"start": 1521.36, "end": 1521.58, "word": " learning", "probability": 0.78564453125}, {"start": 1521.58, "end": 1521.84, "word": " rate", "probability": 0.97412109375}, {"start": 1521.84, "end": 1521.92, "word": " اللي", "probability": 0.78564453125}, {"start": 1521.92, "end": 1522.26, "word": " بنضربه", "probability": 0.8548583984375}, {"start": 1522.26, "end": 1522.56, "word": " فيها", "probability": 0.973876953125}, {"start": 1522.56, "end": 1523.18, "word": " عشان", "probability": 0.9412434895833334}, {"start": 1523.18, "end": 1523.54, "word": " نجيب", "probability": 0.99169921875}, {"start": 1523.54, "end": 1523.9, "word": " Delta", "probability": 0.2020263671875}, {"start": 1523.9, "end": 1524.4, "word": " W", "probability": 0.6904296875}, {"start": 1524.4, "end": 1525.04, "word": " اللي", "probability": 0.931640625}, {"start": 1525.04, "end": 1525.5, "word": " فقط", "probability": 0.9296875}, {"start": 1525.5, "end": 1525.88, "word": " من", "probability": 0.9921875}, {"start": 1525.88, "end": 1526.28, "word": " حق", "probability": 0.992919921875}, {"start": 1526.28, "end": 1526.46, "word": " ال", "probability": 0.99462890625}, {"start": 1526.46, "end": 1526.76, "word": " winner", "probability": 0.90673828125}, {"start": 1526.76, "end": 1527.4, "word": " طيب", "probability": 0.9632161458333334}, {"start": 1527.4, "end": 1527.64, "word": " أما", "probability": 0.792724609375}, {"start": 1527.64, "end": 1527.82, "word": " إذا", "probability": 0.90966796875}, {"start": 1527.82, "end": 1528.1, "word": " كانت", "probability": 0.898193359375}, {"start": 1528.1, "end": 1528.26, "word": " ال", "probability": 0.85009765625}, {"start": 1528.26, "end": 1528.54, "word": " J", "probability": 0.4921875}, {"start": 1528.54, "end": 1529.46, "word": " loses", "probability": 0.73486328125}, {"start": 1529.46, "end": 1529.98, "word": " the", "probability": 0.6240234375}, {"start": 1529.98, "end": 1530.54, "word": " competition", "probability": 0.93701171875}, {"start": 1530.54, "end": 1531.4, "word": " صفر", "probability": 0.9080403645833334}, {"start": 1531.4, "end": 1532.96, "word": " إيش", "probability": 0.7736002604166666}, {"start": 1532.96, "end": 1533.08, "word": " يعني", "probability": 0.917724609375}, {"start": 1533.08, "end": 1533.62, "word": " صفر؟", "probability": 0.890380859375}, {"start": 1533.62, "end": 1533.78, "word": " يعني", "probability": 0.936279296875}, {"start": 1533.78, "end": 1534.06, "word": " Delta", "probability": 0.705078125}, {"start": 1534.06, "end": 1534.36, "word": " W", "probability": 0.962890625}, {"start": 1534.36, "end": 1534.7, "word": " Zero", "probability": 0.09197998046875}, {"start": 1534.7, "end": 1535.42, "word": " ومدام", "probability": 0.7626953125}, {"start": 1535.42, "end": 1535.68, "word": " Delta", "probability": 0.560546875}, {"start": 1535.68, "end": 1536.24, "word": " W", "probability": 0.9873046875}, {"start": 1536.24, "end": 1536.68, "word": " Zero", "probability": 0.91259765625}, {"start": 1536.68, "end": 1537.2, "word": " معناته", "probability": 0.9205729166666666}, {"start": 1537.2, "end": 1537.34, "word": " ال", "probability": 0.97265625}, {"start": 1537.34, "end": 1537.6, "word": " W", "probability": 0.8466796875}, {"start": 1537.6, "end": 1537.78, "word": " مش", "probability": 0.9794921875}, {"start": 1537.78, "end": 1538.34, "word": " هتتغير", "probability": 0.99443359375}, {"start": 1538.34, "end": 1538.9, "word": " ففعلا", "probability": 0.886474609375}, {"start": 1538.9, "end": 1539.1, "word": " هذه", "probability": 0.331787109375}, {"start": 1539.1, "end": 1539.24, "word": " مش", "probability": 0.97900390625}, {"start": 1539.24, "end": 1539.84, "word": " هتتغير", "probability": 0.99677734375}, {"start": 1539.84, "end": 1540.7, "word": " و", "probability": 0.59765625}, {"start": 1540.7, "end": 1540.88, "word": " هذه", "probability": 0.7265625}, {"start": 1540.88, "end": 1541.02, "word": " مش", "probability": 0.97802734375}, {"start": 1541.02, "end": 1541.6, "word": " هتتغير", "probability": 0.99755859375}], "temperature": 1.0}, {"id": 64, "seek": 157139, "start": 1543.47, "end": 1571.39, "text": "خلاص واحدة فقط اللي حد تتغير هي الفكرة بشكل .. بشكل أساسي تمام هي عملية ال .. ال Euclidean distance ف Euclidean distance هنحسبها بهذا الشكل ك vectors لإن احنا في النهاية بنتعامل مع .. مع vectors فلما يكون عندكم يعني بمعنى بنحسب حاجة اسمها norm ال norm هذا كل اللي بعمله إذا كانت هنا النقطة هذه X1 X2 وال weight هذه", "tokens": [9778, 1211, 33546, 36764, 24401, 3660, 6156, 47432, 13672, 1829, 11331, 3215, 6055, 2655, 17082, 13546, 39896, 27188, 4117, 25720, 4724, 8592, 28820, 4386, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 46811, 10943, 39896, 6225, 42213, 10632, 2423, 4386, 2423, 462, 1311, 31264, 282, 4560, 6156, 462, 1311, 31264, 282, 4560, 8032, 1863, 5016, 35457, 11296, 39627, 15730, 25124, 28820, 9122, 18875, 5296, 28814, 1863, 1975, 5016, 8315, 8978, 28239, 11296, 10632, 44945, 2655, 3615, 10943, 1211, 20449, 4386, 20449, 18875, 6156, 1211, 15042, 7251, 30544, 43242, 24793, 37495, 22653, 4724, 2304, 3615, 1863, 7578, 44945, 5016, 35457, 11331, 26108, 3660, 24525, 2304, 11296, 2026, 2423, 2026, 23758, 28242, 13672, 1829, 4724, 25957, 43761, 11933, 15730, 25961, 2655, 34105, 28239, 47432, 3660, 29538, 1783, 16, 1783, 17, 16070, 3364, 29538], "avg_logprob": -0.16197518765471364, "compression_ratio": 1.7678571428571428, "no_speech_prob": 1.6093254089355469e-06, "words": [{"start": 1543.47, "end": 1543.89, "word": "خلاص", "probability": 0.9054361979166666}, {"start": 1543.89, "end": 1544.65, "word": " واحدة", "probability": 0.7500813802083334}, {"start": 1544.65, "end": 1544.83, "word": " فقط", "probability": 0.9775390625}, {"start": 1544.83, "end": 1544.95, "word": " اللي", "probability": 0.87548828125}, {"start": 1544.95, "end": 1545.05, "word": " حد", "probability": 0.709228515625}, {"start": 1545.05, "end": 1545.37, "word": " تتغير", "probability": 0.9228515625}, {"start": 1545.37, "end": 1545.79, "word": " هي", "probability": 0.26123046875}, {"start": 1545.79, "end": 1546.11, "word": " الفكرة", "probability": 0.9807942708333334}, {"start": 1546.11, "end": 1546.59, "word": " بشكل", "probability": 0.84375}, {"start": 1546.59, "end": 1546.75, "word": " ..", "probability": 0.419921875}, {"start": 1546.75, "end": 1547.27, "word": " بشكل", "probability": 0.9580078125}, {"start": 1547.27, "end": 1547.71, "word": " أساسي", "probability": 0.9656982421875}, {"start": 1547.71, "end": 1548.49, "word": " تمام", "probability": 0.940185546875}, {"start": 1548.49, "end": 1548.97, "word": " هي", "probability": 0.58740234375}, {"start": 1548.97, "end": 1549.31, "word": " عملية", "probability": 0.9759114583333334}, {"start": 1549.31, "end": 1549.61, "word": " ال", "probability": 0.88720703125}, {"start": 1549.61, "end": 1549.61, "word": " ..", "probability": 0.472900390625}, {"start": 1549.61, "end": 1549.87, "word": " ال", "probability": 0.95166015625}, {"start": 1549.87, "end": 1550.35, "word": " Euclidean", "probability": 0.79949951171875}, {"start": 1550.35, "end": 1551.05, "word": " distance", "probability": 0.880859375}, {"start": 1551.05, "end": 1551.47, "word": " ف", "probability": 0.9248046875}, {"start": 1551.47, "end": 1552.13, "word": " Euclidean", "probability": 0.8553466796875}, {"start": 1552.13, "end": 1552.57, "word": " distance", "probability": 0.95947265625}, {"start": 1552.57, "end": 1553.21, "word": " هنحسبها", "probability": 0.856640625}, {"start": 1553.21, "end": 1553.47, "word": " بهذا", "probability": 0.977783203125}, {"start": 1553.47, "end": 1553.81, "word": " الشكل", "probability": 0.993896484375}, {"start": 1553.81, "end": 1554.15, "word": " ك", "probability": 0.98876953125}, {"start": 1554.15, "end": 1554.53, "word": " vectors", "probability": 0.7939453125}, {"start": 1554.53, "end": 1554.85, "word": " لإن", "probability": 0.8185221354166666}, {"start": 1554.85, "end": 1555.01, "word": " احنا", "probability": 0.7808430989583334}, {"start": 1555.01, "end": 1555.11, "word": " في", "probability": 0.9033203125}, {"start": 1555.11, "end": 1555.27, "word": " النهاية", "probability": 0.87744140625}, {"start": 1555.27, "end": 1555.67, "word": " بنتعامل", "probability": 0.8381103515625}, {"start": 1555.67, "end": 1555.87, "word": " مع", "probability": 0.99365234375}, {"start": 1555.87, "end": 1556.63, "word": " ..", "probability": 0.8671875}, {"start": 1556.63, "end": 1556.87, "word": " مع", "probability": 0.9873046875}, {"start": 1556.87, "end": 1557.27, "word": " vectors", "probability": 0.98193359375}, {"start": 1557.27, "end": 1557.81, "word": " فلما", "probability": 0.9241536458333334}, {"start": 1557.81, "end": 1558.03, "word": " يكون", "probability": 0.95849609375}, {"start": 1558.03, "end": 1558.47, "word": " عندكم", "probability": 0.978271484375}, {"start": 1558.47, "end": 1559.81, "word": " يعني", "probability": 0.765380859375}, {"start": 1559.81, "end": 1560.09, "word": " بمعنى", "probability": 0.9708984375}, {"start": 1560.09, "end": 1560.41, "word": " بنحسب", "probability": 0.8986002604166666}, {"start": 1560.41, "end": 1560.63, "word": " حاجة", "probability": 0.9930013020833334}, {"start": 1560.63, "end": 1560.87, "word": " اسمها", "probability": 0.94921875}, {"start": 1560.87, "end": 1561.21, "word": " norm", "probability": 0.88330078125}, {"start": 1561.21, "end": 1562.11, "word": " ال", "probability": 0.83203125}, {"start": 1562.11, "end": 1562.39, "word": " norm", "probability": 0.9521484375}, {"start": 1562.39, "end": 1562.73, "word": " هذا", "probability": 0.71044921875}, {"start": 1562.73, "end": 1563.39, "word": " كل", "probability": 0.9033203125}, {"start": 1563.39, "end": 1563.53, "word": " اللي", "probability": 0.98388671875}, {"start": 1563.53, "end": 1563.97, "word": " بعمله", "probability": 0.9283854166666666}, {"start": 1563.97, "end": 1564.23, "word": " إذا", "probability": 0.8935546875}, {"start": 1564.23, "end": 1564.61, "word": " كانت", "probability": 0.97705078125}, {"start": 1564.61, "end": 1564.83, "word": " هنا", "probability": 0.9970703125}, {"start": 1564.83, "end": 1566.73, "word": " النقطة", "probability": 0.9723307291666666}, {"start": 1566.73, "end": 1566.95, "word": " هذه", "probability": 0.52978515625}, {"start": 1566.95, "end": 1568.09, "word": " X1", "probability": 0.626708984375}, {"start": 1568.09, "end": 1569.81, "word": " X2", "probability": 0.8173828125}, {"start": 1569.81, "end": 1570.59, "word": " وال", "probability": 0.64794921875}, {"start": 1570.59, "end": 1570.97, "word": " weight", "probability": 0.9091796875}, {"start": 1570.97, "end": 1571.39, "word": " هذه", "probability": 0.62744140625}], "temperature": 1.0}, {"id": 65, "seek": 159422, "start": 1572.56, "end": 1594.22, "text": "W1 وW2 كنقاط فلما بدّي أحسب أهجي أحسب الفرق بينهم هتكون عبارة عن X1-W1 كله تربيع plus X2-W2 كله تربيع وكله تحت الجذر فهذه النورم", "tokens": [54, 16, 4032, 54, 17, 9122, 1863, 4587, 41193, 6156, 1211, 15042, 47525, 11703, 1829, 5551, 5016, 35457, 5551, 3224, 7435, 1829, 5551, 5016, 35457, 27188, 2288, 4587, 49374, 16095, 8032, 2655, 30544, 6225, 3555, 9640, 3660, 18871, 1783, 16, 12, 54, 16, 28242, 3224, 6055, 2288, 21292, 3615, 1804, 1783, 17, 12, 54, 17, 28242, 3224, 6055, 2288, 21292, 3615, 4032, 28820, 3224, 6055, 33753, 25724, 8848, 2288, 6156, 3224, 24192, 28239, 13063, 2304], "avg_logprob": -0.19860197544882172, "compression_ratio": 1.4266666666666667, "no_speech_prob": 8.285045623779297e-06, "words": [{"start": 1572.56, "end": 1573.58, "word": "W1", "probability": 0.5286865234375}, {"start": 1573.58, "end": 1575.92, "word": " وW2", "probability": 0.7677408854166666}, {"start": 1575.92, "end": 1576.92, "word": " كنقاط", "probability": 0.7801513671875}, {"start": 1576.92, "end": 1578.4, "word": " فلما", "probability": 0.631103515625}, {"start": 1578.4, "end": 1578.6, "word": " بدّي", "probability": 0.5525716145833334}, {"start": 1578.6, "end": 1578.8, "word": " أحسب", "probability": 0.7278645833333334}, {"start": 1578.8, "end": 1579.14, "word": " أهجي", "probability": 0.65167236328125}, {"start": 1579.14, "end": 1579.36, "word": " أحسب", "probability": 0.9593098958333334}, {"start": 1579.36, "end": 1579.74, "word": " الفرق", "probability": 0.9837239583333334}, {"start": 1579.74, "end": 1580.06, "word": " بينهم", "probability": 0.97705078125}, {"start": 1580.06, "end": 1580.38, "word": " هتكون", "probability": 0.8763020833333334}, {"start": 1580.38, "end": 1580.66, "word": " عبارة", "probability": 0.9654541015625}, {"start": 1580.66, "end": 1580.82, "word": " عن", "probability": 0.9814453125}, {"start": 1580.82, "end": 1581.42, "word": " X1", "probability": 0.839599609375}, {"start": 1581.42, "end": 1582.78, "word": "-W1", "probability": 0.756591796875}, {"start": 1582.78, "end": 1583.52, "word": " كله", "probability": 0.896728515625}, {"start": 1583.52, "end": 1584.38, "word": " تربيع", "probability": 0.9483642578125}, {"start": 1584.38, "end": 1585.4, "word": " plus", "probability": 0.64892578125}, {"start": 1585.4, "end": 1586.98, "word": " X2", "probability": 0.984619140625}, {"start": 1586.98, "end": 1588.92, "word": "-W2", "probability": 0.9627278645833334}, {"start": 1588.92, "end": 1589.48, "word": " كله", "probability": 0.968994140625}, {"start": 1589.48, "end": 1590.14, "word": " تربيع", "probability": 0.9730224609375}, {"start": 1590.14, "end": 1590.88, "word": " وكله", "probability": 0.87548828125}, {"start": 1590.88, "end": 1591.2, "word": " تحت", "probability": 0.9951171875}, {"start": 1591.2, "end": 1592.24, "word": " الجذر", "probability": 0.9786783854166666}, {"start": 1592.24, "end": 1593.76, "word": " فهذه", "probability": 0.892578125}, {"start": 1593.76, "end": 1594.22, "word": " النورم", "probability": 0.7371419270833334}], "temperature": 1.0}, {"id": 66, "seek": 162382, "start": 1595.18, "end": 1623.82, "text": "norm operation فبنعملها بهذا الشكل إذا والله عندي أكتر من X1 و X2 في X3 أو X4 أو X5 أو X6 أو X7 كلهم بنرجع بنعملهم نفس الكلام X1-W1 X2-W2 X3-W3 X4-W4 dimensionality هي اللي بتتحكم فينا لا أكتر ولا أقل وفي الآخر كله تتبار نص يعني كله تحت الجذر زي ما قلنا في معادلتنا زي ما المعادلة واضحة أنها", "tokens": [13403, 6916, 6156, 3555, 1863, 25957, 1211, 11296, 39627, 15730, 25124, 28820, 11933, 15730, 16070, 43761, 18871, 16254, 5551, 4117, 2655, 2288, 9154, 1783, 16, 4032, 1783, 17, 8978, 1783, 18, 34051, 1783, 19, 34051, 1783, 20, 34051, 1783, 21, 34051, 1783, 22, 28242, 16095, 44945, 47341, 3615, 44945, 25957, 1211, 16095, 8717, 36178, 2423, 28820, 10943, 1783, 16, 12, 54, 16, 1783, 17, 12, 54, 17, 1783, 18, 12, 54, 18, 1783, 19, 12, 54, 19, 10139, 1860, 39896, 13672, 1829, 39894, 2655, 5016, 24793, 8978, 8315, 20193, 5551, 4117, 2655, 2288, 49429, 5551, 4587, 1211, 4032, 41185, 6024, 95, 34740, 28242, 3224, 6055, 2655, 3555, 9640, 8717, 9381, 37495, 22653, 28242, 3224, 6055, 33753, 25724, 8848, 2288, 30767, 1829, 19446, 12174, 1211, 8315, 8978, 20449, 18513, 1211, 2655, 8315, 30767, 1829, 19446, 9673, 3615, 18513, 37977, 4032, 46958, 5016, 3660, 14739, 11296], "avg_logprob": -0.10748922660433013, "compression_ratio": 1.686131386861314, "no_speech_prob": 3.457069396972656e-05, "words": [{"start": 1595.18, "end": 1595.54, "word": "norm", "probability": 0.50390625}, {"start": 1595.54, "end": 1596.1, "word": " operation", "probability": 0.72705078125}, {"start": 1596.1, "end": 1597.18, "word": " فبنعملها", "probability": 0.901123046875}, {"start": 1597.18, "end": 1597.44, "word": " بهذا", "probability": 0.968017578125}, {"start": 1597.44, "end": 1597.8, "word": " الشكل", "probability": 0.9931640625}, {"start": 1597.8, "end": 1598.14, "word": " إذا", "probability": 0.917236328125}, {"start": 1598.14, "end": 1598.48, "word": " والله", "probability": 0.824462890625}, {"start": 1598.48, "end": 1598.8, "word": " عندي", "probability": 0.813232421875}, {"start": 1598.8, "end": 1599.22, "word": " أكتر", "probability": 0.9749755859375}, {"start": 1599.22, "end": 1599.7, "word": " من", "probability": 0.98388671875}, {"start": 1599.7, "end": 1600.12, "word": " X1", "probability": 0.624755859375}, {"start": 1600.12, "end": 1600.22, "word": " و", "probability": 0.95068359375}, {"start": 1600.22, "end": 1600.56, "word": " X2", "probability": 0.90869140625}, {"start": 1600.56, "end": 1600.8, "word": " في", "probability": 0.9169921875}, {"start": 1600.8, "end": 1601.22, "word": " X3", "probability": 0.984375}, {"start": 1601.22, "end": 1601.32, "word": " أو", "probability": 0.39697265625}, {"start": 1601.32, "end": 1601.68, "word": " X4", "probability": 0.995361328125}, {"start": 1601.68, "end": 1601.78, "word": " أو", "probability": 0.9140625}, {"start": 1601.78, "end": 1602.06, "word": " X5", "probability": 0.990478515625}, {"start": 1602.06, "end": 1602.18, "word": " أو", "probability": 0.95166015625}, {"start": 1602.18, "end": 1602.5, "word": " X6", "probability": 0.995849609375}, {"start": 1602.5, "end": 1602.58, "word": " أو", "probability": 0.8935546875}, {"start": 1602.58, "end": 1602.92, "word": " X7", "probability": 0.995361328125}, {"start": 1602.92, "end": 1603.5, "word": " كلهم", "probability": 0.868408203125}, {"start": 1603.5, "end": 1603.82, "word": " بنرجع", "probability": 0.8455403645833334}, {"start": 1603.82, "end": 1604.14, "word": " بنعملهم", "probability": 0.876220703125}, {"start": 1604.14, "end": 1604.34, "word": " نفس", "probability": 0.994140625}, {"start": 1604.34, "end": 1604.7, "word": " الكلام", "probability": 0.9744466145833334}, {"start": 1604.7, "end": 1605.86, "word": " X1", "probability": 0.96337890625}, {"start": 1605.86, "end": 1606.72, "word": "-W1", "probability": 0.6815999348958334}, {"start": 1606.72, "end": 1607.26, "word": " X2", "probability": 0.8896484375}, {"start": 1607.26, "end": 1607.96, "word": "-W2", "probability": 0.9680989583333334}, {"start": 1607.96, "end": 1608.42, "word": " X3", "probability": 0.963623046875}, {"start": 1608.42, "end": 1609.34, "word": "-W3", "probability": 0.974609375}, {"start": 1609.34, "end": 1609.78, "word": " X4", "probability": 0.950927734375}, {"start": 1609.78, "end": 1610.52, "word": "-W4", "probability": 0.9895833333333334}, {"start": 1610.52, "end": 1611.62, "word": " dimensionality", "probability": 0.752197265625}, {"start": 1611.62, "end": 1611.76, "word": " هي", "probability": 0.9404296875}, {"start": 1611.76, "end": 1611.88, "word": " اللي", "probability": 0.9580078125}, {"start": 1611.88, "end": 1612.78, "word": " بتتحكم", "probability": 0.98291015625}, {"start": 1612.78, "end": 1613.04, "word": " فينا", "probability": 0.97998046875}, {"start": 1613.04, "end": 1613.14, "word": " لا", "probability": 0.7822265625}, {"start": 1613.14, "end": 1613.38, "word": " أكتر", "probability": 0.955810546875}, {"start": 1613.38, "end": 1613.5, "word": " ولا", "probability": 0.96923828125}, {"start": 1613.5, "end": 1613.78, "word": " أقل", "probability": 0.9930013020833334}, {"start": 1613.78, "end": 1614.38, "word": " وفي", "probability": 0.830322265625}, {"start": 1614.38, "end": 1614.68, "word": " الآخر", "probability": 0.8990885416666666}, {"start": 1614.68, "end": 1614.98, "word": " كله", "probability": 0.9375}, {"start": 1614.98, "end": 1615.34, "word": " تتبار", "probability": 0.7969970703125}, {"start": 1615.34, "end": 1616.02, "word": " نص", "probability": 0.87841796875}, {"start": 1616.02, "end": 1617.38, "word": " يعني", "probability": 0.93115234375}, {"start": 1617.38, "end": 1617.66, "word": " كله", "probability": 0.976806640625}, {"start": 1617.66, "end": 1618.5, "word": " تحت", "probability": 0.995849609375}, {"start": 1618.5, "end": 1619.32, "word": " الجذر", "probability": 0.9479166666666666}, {"start": 1619.32, "end": 1619.6, "word": " زي", "probability": 0.955810546875}, {"start": 1619.6, "end": 1619.66, "word": " ما", "probability": 0.97998046875}, {"start": 1619.66, "end": 1619.9, "word": " قلنا", "probability": 0.82373046875}, {"start": 1619.9, "end": 1620.04, "word": " في", "probability": 0.9677734375}, {"start": 1620.04, "end": 1620.72, "word": " معادلتنا", "probability": 0.96611328125}, {"start": 1620.72, "end": 1621.16, "word": " زي", "probability": 0.9638671875}, {"start": 1621.16, "end": 1621.5, "word": " ما", "probability": 0.9775390625}, {"start": 1621.5, "end": 1622.66, "word": " المعادلة", "probability": 0.9881591796875}, {"start": 1622.66, "end": 1623.58, "word": " واضحة", "probability": 0.94384765625}, {"start": 1623.58, "end": 1623.82, "word": " أنها", "probability": 0.4859619140625}], "temperature": 1.0}, {"id": 67, "seek": 165498, "start": 1626.56, "end": 1654.98, "text": "تمام الان عشان اعرف ال identification لل winner بدنا نعرف مين الأقل مسافة مين الأقل مسافة فكل اللي هيحصل كالتالي انه هنقول مين ال j و ال j هنا ظهرت معانا قبل شوية و عرفناها ان ال j ده هي ال neuron رقم ال neuron اللي بعتبرها winner رقم ال neuron ال winner لمين لل input x", "tokens": [39237, 10943, 2423, 7649, 6225, 8592, 7649, 1975, 3615, 28480, 2423, 22065, 24976, 8507, 47525, 8315, 8717, 3615, 28480, 3714, 9957, 16247, 4587, 1211, 47524, 31845, 3660, 3714, 9957, 16247, 4587, 1211, 47524, 31845, 3660, 6156, 28820, 13672, 1829, 39896, 5016, 36520, 9122, 6027, 2655, 6027, 1829, 16472, 3224, 8032, 1863, 39648, 3714, 9957, 2423, 361, 4032, 2423, 361, 34105, 1357, 116, 3224, 43500, 20449, 7649, 995, 12174, 36150, 13412, 2407, 10632, 4032, 6225, 28480, 8315, 11296, 16472, 2423, 361, 11778, 3224, 39896, 2423, 34090, 12602, 4587, 2304, 2423, 34090, 13672, 1829, 4724, 34268, 26890, 11296, 8507, 12602, 4587, 2304, 2423, 34090, 2423, 8507, 5296, 2304, 9957, 24976, 4846, 2031], "avg_logprob": -0.1753941393113351, "compression_ratio": 1.9144144144144144, "no_speech_prob": 1.4901161193847656e-06, "words": [{"start": 1626.56, "end": 1627.0, "word": "تمام", "probability": 0.69384765625}, {"start": 1627.0, "end": 1628.3, "word": " الان", "probability": 0.55859375}, {"start": 1628.3, "end": 1629.08, "word": " عشان", "probability": 0.96630859375}, {"start": 1629.08, "end": 1629.7, "word": " اعرف", "probability": 0.8800455729166666}, {"start": 1629.7, "end": 1630.16, "word": " ال", "probability": 0.492919921875}, {"start": 1630.16, "end": 1630.76, "word": " identification", "probability": 0.88134765625}, {"start": 1630.76, "end": 1631.2, "word": " لل", "probability": 0.705078125}, {"start": 1631.2, "end": 1631.54, "word": " winner", "probability": 0.90234375}, {"start": 1631.54, "end": 1632.64, "word": " بدنا", "probability": 0.863525390625}, {"start": 1632.64, "end": 1632.92, "word": " نعرف", "probability": 0.974609375}, {"start": 1632.92, "end": 1633.22, "word": " مين", "probability": 0.8857421875}, {"start": 1633.22, "end": 1633.94, "word": " الأقل", "probability": 0.9239908854166666}, {"start": 1633.94, "end": 1634.72, "word": " مسافة", "probability": 0.9928385416666666}, {"start": 1634.72, "end": 1635.24, "word": " مين", "probability": 0.63916015625}, {"start": 1635.24, "end": 1635.68, "word": " الأقل", "probability": 0.9775390625}, {"start": 1635.68, "end": 1636.46, "word": " مسافة", "probability": 0.9912109375}, {"start": 1636.46, "end": 1637.02, "word": " فكل", "probability": 0.945068359375}, {"start": 1637.02, "end": 1637.12, "word": " اللي", "probability": 0.933349609375}, {"start": 1637.12, "end": 1637.68, "word": " هيحصل", "probability": 0.8619791666666666}, {"start": 1637.68, "end": 1638.5, "word": " كالتالي", "probability": 0.86103515625}, {"start": 1638.5, "end": 1638.94, "word": " انه", "probability": 0.65185546875}, {"start": 1638.94, "end": 1639.3, "word": " هنقول", "probability": 0.9365234375}, {"start": 1639.3, "end": 1641.02, "word": " مين", "probability": 0.956298828125}, {"start": 1641.02, "end": 1641.44, "word": " ال", "probability": 0.87890625}, {"start": 1641.44, "end": 1641.76, "word": " j", "probability": 0.50439453125}, {"start": 1641.76, "end": 1642.3, "word": " و", "probability": 0.50634765625}, {"start": 1642.3, "end": 1642.44, "word": " ال", "probability": 0.76416015625}, {"start": 1642.44, "end": 1642.6, "word": " j", "probability": 0.962890625}, {"start": 1642.6, "end": 1642.9, "word": " هنا", "probability": 0.98388671875}, {"start": 1642.9, "end": 1644.7, "word": " ظهرت", "probability": 0.8807373046875}, {"start": 1644.7, "end": 1644.98, "word": " معانا", "probability": 0.9119466145833334}, {"start": 1644.98, "end": 1645.2, "word": " قبل", "probability": 0.921142578125}, {"start": 1645.2, "end": 1645.6, "word": " شوية", "probability": 0.9495442708333334}, {"start": 1645.6, "end": 1645.76, "word": " و", "probability": 0.95263671875}, {"start": 1645.76, "end": 1646.16, "word": " عرفناها", "probability": 0.90869140625}, {"start": 1646.16, "end": 1646.26, "word": " ان", "probability": 0.72314453125}, {"start": 1646.26, "end": 1646.38, "word": " ال", "probability": 0.79638671875}, {"start": 1646.38, "end": 1646.52, "word": " j", "probability": 0.921875}, {"start": 1646.52, "end": 1646.68, "word": " ده", "probability": 0.854248046875}, {"start": 1646.68, "end": 1647.04, "word": " هي", "probability": 0.85693359375}, {"start": 1647.04, "end": 1647.38, "word": " ال", "probability": 0.354736328125}, {"start": 1647.38, "end": 1647.86, "word": " neuron", "probability": 0.96728515625}, {"start": 1647.86, "end": 1648.38, "word": " رقم", "probability": 0.96337890625}, {"start": 1648.38, "end": 1648.52, "word": " ال", "probability": 0.9140625}, {"start": 1648.52, "end": 1648.92, "word": " neuron", "probability": 0.98974609375}, {"start": 1648.92, "end": 1649.42, "word": " اللي", "probability": 0.95068359375}, {"start": 1649.42, "end": 1650.14, "word": " بعتبرها", "probability": 0.72137451171875}, {"start": 1650.14, "end": 1650.5, "word": " winner", "probability": 0.98046875}, {"start": 1650.5, "end": 1651.44, "word": " رقم", "probability": 0.9734700520833334}, {"start": 1651.44, "end": 1651.56, "word": " ال", "probability": 0.97998046875}, {"start": 1651.56, "end": 1651.86, "word": " neuron", "probability": 0.98046875}, {"start": 1651.86, "end": 1652.08, "word": " ال", "probability": 0.98583984375}, {"start": 1652.08, "end": 1652.36, "word": " winner", "probability": 0.990234375}, {"start": 1652.36, "end": 1653.36, "word": " لمين", "probability": 0.85205078125}, {"start": 1653.36, "end": 1653.9, "word": " لل", "probability": 0.363037109375}, {"start": 1653.9, "end": 1654.42, "word": " input", "probability": 0.86474609375}, {"start": 1654.42, "end": 1654.98, "word": " x", "probability": 0.65185546875}], "temperature": 1.0}, {"id": 68, "seek": 167997, "start": 1656.23, "end": 1679.97, "text": "فإذن هي مش دايما هتظل winner طول عمرها حسب ال input ممكن تتغير ال winners ممكن تتغير ال winners و ال winner إيش الميزة اللي إله؟ الميزة الوحيدة اللي هتكون إله أن أنت اللي غير ال weight تبعك عدل اعمل updating لل weight هذه مكافأة ال winner أنه عدل حالك الباجين بتعدلوش تمام", "tokens": [5172, 28814, 8848, 1863, 39896, 37893, 11778, 47302, 15042, 8032, 2655, 19913, 1211, 8507, 23032, 12610, 6225, 29973, 11296, 11331, 35457, 2423, 4846, 3714, 43020, 6055, 2655, 17082, 13546, 2423, 17193, 3714, 43020, 6055, 2655, 17082, 13546, 2423, 17193, 4032, 2423, 8507, 11933, 1829, 8592, 9673, 1829, 11622, 3660, 13672, 1829, 11933, 43761, 22807, 9673, 1829, 11622, 3660, 2423, 2407, 5016, 25708, 3660, 13672, 1829, 8032, 2655, 30544, 11933, 43761, 14739, 14739, 2655, 13672, 1829, 32771, 13546, 2423, 3364, 6055, 3555, 3615, 4117, 6225, 3215, 1211, 1975, 25957, 1211, 25113, 24976, 3364, 29538, 3714, 4117, 31845, 10721, 3660, 2423, 8507, 14739, 3224, 6225, 3215, 1211, 11331, 6027, 4117, 29739, 26108, 9957, 39894, 22488, 1211, 2407, 8592, 46811, 10943], "avg_logprob": -0.15743172995182647, "compression_ratio": 1.8995633187772927, "no_speech_prob": 0.0, "words": [{"start": 1656.23, "end": 1656.73, "word": "فإذن", "probability": 0.82763671875}, {"start": 1656.73, "end": 1657.23, "word": " هي", "probability": 0.6640625}, {"start": 1657.23, "end": 1657.43, "word": " مش", "probability": 0.9736328125}, {"start": 1657.43, "end": 1657.73, "word": " دايما", "probability": 0.8821614583333334}, {"start": 1657.73, "end": 1658.11, "word": " هتظل", "probability": 0.730712890625}, {"start": 1658.11, "end": 1658.33, "word": " winner", "probability": 0.6875}, {"start": 1658.33, "end": 1658.53, "word": " طول", "probability": 0.991455078125}, {"start": 1658.53, "end": 1658.91, "word": " عمرها", "probability": 0.9964192708333334}, {"start": 1658.91, "end": 1659.59, "word": " حسب", "probability": 0.78466796875}, {"start": 1659.59, "end": 1659.75, "word": " ال", "probability": 0.98095703125}, {"start": 1659.75, "end": 1660.23, "word": " input", "probability": 0.9677734375}, {"start": 1660.23, "end": 1660.69, "word": " ممكن", "probability": 0.96533203125}, {"start": 1660.69, "end": 1661.11, "word": " تتغير", "probability": 0.994140625}, {"start": 1661.11, "end": 1661.23, "word": " ال", "probability": 0.96630859375}, {"start": 1661.23, "end": 1661.55, "word": " winners", "probability": 0.93359375}, {"start": 1661.55, "end": 1662.21, "word": " ممكن", "probability": 0.7452392578125}, {"start": 1662.21, "end": 1662.71, "word": " تتغير", "probability": 0.995849609375}, {"start": 1662.71, "end": 1663.09, "word": " ال", "probability": 0.990234375}, {"start": 1663.09, "end": 1663.43, "word": " winners", "probability": 0.95166015625}, {"start": 1663.43, "end": 1663.83, "word": " و", "probability": 0.6044921875}, {"start": 1663.83, "end": 1663.95, "word": " ال", "probability": 0.9423828125}, {"start": 1663.95, "end": 1664.17, "word": " winner", "probability": 0.81298828125}, {"start": 1664.17, "end": 1664.47, "word": " إيش", "probability": 0.7559407552083334}, {"start": 1664.47, "end": 1665.21, "word": " الميزة", "probability": 0.940673828125}, {"start": 1665.21, "end": 1665.35, "word": " اللي", "probability": 0.916748046875}, {"start": 1665.35, "end": 1665.97, "word": " إله؟", "probability": 0.4608561197916667}, {"start": 1665.97, "end": 1666.29, "word": " الميزة", "probability": 0.966552734375}, {"start": 1666.29, "end": 1666.69, "word": " الوحيدة", "probability": 0.9587890625}, {"start": 1666.69, "end": 1666.77, "word": " اللي", "probability": 0.989013671875}, {"start": 1666.77, "end": 1667.07, "word": " هتكون", "probability": 0.96337890625}, {"start": 1667.07, "end": 1667.33, "word": " إله", "probability": 0.879638671875}, {"start": 1667.33, "end": 1667.67, "word": " أن", "probability": 0.51806640625}, {"start": 1667.67, "end": 1667.91, "word": " أنت", "probability": 0.75830078125}, {"start": 1667.91, "end": 1668.05, "word": " اللي", "probability": 0.973876953125}, {"start": 1668.05, "end": 1668.43, "word": " غير", "probability": 0.958984375}, {"start": 1668.43, "end": 1669.09, "word": " ال", "probability": 0.9853515625}, {"start": 1669.09, "end": 1669.27, "word": " weight", "probability": 0.96484375}, {"start": 1669.27, "end": 1670.13, "word": " تبعك", "probability": 0.969970703125}, {"start": 1670.13, "end": 1670.99, "word": " عدل", "probability": 0.9296875}, {"start": 1670.99, "end": 1671.39, "word": " اعمل", "probability": 0.8090006510416666}, {"start": 1671.39, "end": 1672.31, "word": " updating", "probability": 0.98046875}, {"start": 1672.31, "end": 1672.55, "word": " لل", "probability": 0.63330078125}, {"start": 1672.55, "end": 1672.85, "word": " weight", "probability": 0.97021484375}, {"start": 1672.85, "end": 1673.61, "word": " هذه", "probability": 0.50830078125}, {"start": 1673.61, "end": 1675.43, "word": " مكافأة", "probability": 0.92333984375}, {"start": 1675.43, "end": 1675.71, "word": " ال", "probability": 0.386474609375}, {"start": 1675.71, "end": 1676.03, "word": " winner", "probability": 0.982421875}, {"start": 1676.03, "end": 1676.71, "word": " أنه", "probability": 0.666259765625}, {"start": 1676.71, "end": 1677.29, "word": " عدل", "probability": 0.9230143229166666}, {"start": 1677.29, "end": 1677.83, "word": " حالك", "probability": 0.9939778645833334}, {"start": 1677.83, "end": 1678.67, "word": " الباجين", "probability": 0.7645670572916666}, {"start": 1678.67, "end": 1679.43, "word": " بتعدلوش", "probability": 0.92919921875}, {"start": 1679.43, "end": 1679.97, "word": " تمام", "probability": 0.9619140625}], "temperature": 1.0}, {"id": 69, "seek": 170868, "start": 1681.12, "end": 1708.68, "text": "فهنا بنعرفه على أساس ان هي هي حسبنا ال norm لاحظ ال norm ل X ناقص W J وهدي J واحد اتنين تلاتة to M M الشم هدولة عدد ال outputs هنا تلاتة هنا تلاتة فكأني بقول J هي عبارة عن واحد اتنين او تلاتة في المثال تبعنا فبحسب X ال input المحدد بنطرحه بنطرح منه W واحد", "tokens": [5172, 3224, 8315, 44945, 3615, 28480, 3224, 15844, 5551, 3794, 32277, 16472, 39896, 39896, 11331, 35457, 8315, 2423, 2026, 20193, 5016, 19913, 2423, 2026, 5296, 1783, 8717, 995, 4587, 9381, 343, 508, 37037, 16254, 508, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 281, 376, 376, 25124, 2304, 8032, 3215, 12610, 3660, 6225, 3215, 3215, 2423, 23930, 34105, 6055, 1211, 9307, 3660, 34105, 6055, 1211, 9307, 3660, 6156, 4117, 33456, 1829, 4724, 39648, 508, 39896, 6225, 3555, 9640, 3660, 18871, 36764, 24401, 1975, 2655, 1863, 9957, 1975, 2407, 6055, 1211, 9307, 3660, 8978, 9673, 12984, 6027, 6055, 3555, 3615, 8315, 6156, 49628, 35457, 1783, 2423, 4846, 9673, 24401, 3215, 44945, 9566, 2288, 5016, 3224, 44945, 9566, 2288, 5016, 9154, 3224, 343, 36764, 24401], "avg_logprob": -0.14843750331136915, "compression_ratio": 1.8508771929824561, "no_speech_prob": 2.3245811462402344e-06, "words": [{"start": 1681.12, "end": 1681.5, "word": "فهنا", "probability": 0.93603515625}, {"start": 1681.5, "end": 1682.24, "word": " بنعرفه", "probability": 0.951904296875}, {"start": 1682.24, "end": 1682.3, "word": " على", "probability": 0.6875}, {"start": 1682.3, "end": 1682.46, "word": " أساس", "probability": 0.8728841145833334}, {"start": 1682.46, "end": 1682.58, "word": " ان", "probability": 0.29736328125}, {"start": 1682.58, "end": 1682.7, "word": " هي", "probability": 0.7744140625}, {"start": 1682.7, "end": 1682.9, "word": " هي", "probability": 0.495849609375}, {"start": 1682.9, "end": 1683.28, "word": " حسبنا", "probability": 0.9705403645833334}, {"start": 1683.28, "end": 1683.42, "word": " ال", "probability": 0.7236328125}, {"start": 1683.42, "end": 1683.74, "word": " norm", "probability": 0.74560546875}, {"start": 1683.74, "end": 1684.42, "word": " لاحظ", "probability": 0.7772623697916666}, {"start": 1684.42, "end": 1684.62, "word": " ال", "probability": 0.921875}, {"start": 1684.62, "end": 1684.96, "word": " norm", "probability": 0.93701171875}, {"start": 1684.96, "end": 1685.52, "word": " ل", "probability": 0.880859375}, {"start": 1685.52, "end": 1685.88, "word": " X", "probability": 0.53369140625}, {"start": 1685.88, "end": 1687.66, "word": " ناقص", "probability": 0.9044189453125}, {"start": 1687.66, "end": 1688.34, "word": " W", "probability": 0.68505859375}, {"start": 1688.34, "end": 1689.02, "word": " J", "probability": 0.3876953125}, {"start": 1689.02, "end": 1689.52, "word": " وهدي", "probability": 0.5472412109375}, {"start": 1689.52, "end": 1689.7, "word": " J", "probability": 0.744140625}, {"start": 1689.7, "end": 1689.98, "word": " واحد", "probability": 0.6846923828125}, {"start": 1689.98, "end": 1690.2, "word": " اتنين", "probability": 0.950927734375}, {"start": 1690.2, "end": 1690.54, "word": " تلاتة", "probability": 0.9156494140625}, {"start": 1690.54, "end": 1690.72, "word": " to", "probability": 0.47119140625}, {"start": 1690.72, "end": 1690.94, "word": " M", "probability": 0.958984375}, {"start": 1690.94, "end": 1691.36, "word": " M", "probability": 0.607421875}, {"start": 1691.36, "end": 1691.7, "word": " الشم", "probability": 0.801025390625}, {"start": 1691.7, "end": 1692.18, "word": " هدولة", "probability": 0.7513427734375}, {"start": 1692.18, "end": 1692.86, "word": " عدد", "probability": 0.9827473958333334}, {"start": 1692.86, "end": 1693.06, "word": " ال", "probability": 0.98193359375}, {"start": 1693.06, "end": 1693.64, "word": " outputs", "probability": 0.71923828125}, {"start": 1693.64, "end": 1695.58, "word": " هنا", "probability": 0.91650390625}, {"start": 1695.58, "end": 1696.14, "word": " تلاتة", "probability": 0.9820556640625}, {"start": 1696.14, "end": 1696.7, "word": " هنا", "probability": 0.67041015625}, {"start": 1696.7, "end": 1697.5, "word": " تلاتة", "probability": 0.9931640625}, {"start": 1697.5, "end": 1697.94, "word": " فكأني", "probability": 0.85205078125}, {"start": 1697.94, "end": 1698.16, "word": " بقول", "probability": 0.973876953125}, {"start": 1698.16, "end": 1698.6, "word": " J", "probability": 0.90478515625}, {"start": 1698.6, "end": 1698.86, "word": " هي", "probability": 0.91748046875}, {"start": 1698.86, "end": 1699.1, "word": " عبارة", "probability": 0.9937744140625}, {"start": 1699.1, "end": 1699.22, "word": " عن", "probability": 0.9609375}, {"start": 1699.22, "end": 1699.42, "word": " واحد", "probability": 0.97216796875}, {"start": 1699.42, "end": 1699.72, "word": " اتنين", "probability": 0.96923828125}, {"start": 1699.72, "end": 1699.82, "word": " او", "probability": 0.936767578125}, {"start": 1699.82, "end": 1700.26, "word": " تلاتة", "probability": 0.9600830078125}, {"start": 1700.26, "end": 1700.68, "word": " في", "probability": 0.8310546875}, {"start": 1700.68, "end": 1701.2, "word": " المثال", "probability": 0.9676106770833334}, {"start": 1701.2, "end": 1701.54, "word": " تبعنا", "probability": 0.887451171875}, {"start": 1701.54, "end": 1702.28, "word": " فبحسب", "probability": 0.9866536458333334}, {"start": 1702.28, "end": 1703.28, "word": " X", "probability": 0.97705078125}, {"start": 1703.28, "end": 1703.66, "word": " ال", "probability": 0.97900390625}, {"start": 1703.66, "end": 1704.12, "word": " input", "probability": 0.97998046875}, {"start": 1704.12, "end": 1705.34, "word": " المحدد", "probability": 0.9521484375}, {"start": 1705.34, "end": 1706.26, "word": " بنطرحه", "probability": 0.93779296875}, {"start": 1706.26, "end": 1706.98, "word": " بنطرح", "probability": 0.84033203125}, {"start": 1706.98, "end": 1707.36, "word": " منه", "probability": 0.990234375}, {"start": 1707.36, "end": 1708.1, "word": " W", "probability": 0.96826171875}, {"start": 1708.1, "end": 1708.68, "word": " واحد", "probability": 0.913818359375}], "temperature": 1.0}, {"id": 70, "seek": 172344, "start": 1710.04, "end": 1723.44, "text": "بنخزنها على جنب و بنطرح منه w2 على جنب و w3 على جنب وباجي بقارنهم عشان .. طبعا بعد ال norm .. بقارنهم عشان أخد ال minimum فال minimum لصالح ال j فبتصير ال j ده هي ال winner", "tokens": [3555, 1863, 9778, 11622, 1863, 11296, 15844, 10874, 1863, 3555, 4032, 44945, 9566, 2288, 5016, 9154, 3224, 261, 17, 15844, 10874, 1863, 3555, 4032, 261, 18, 15844, 10874, 1863, 3555, 46599, 26108, 1829, 4724, 4587, 9640, 1863, 16095, 6225, 8592, 7649, 4386, 23032, 3555, 3615, 995, 39182, 2423, 2026, 4386, 4724, 4587, 9640, 1863, 16095, 6225, 8592, 7649, 5551, 9778, 3215, 2423, 7285, 6156, 6027, 7285, 5296, 9381, 6027, 5016, 2423, 361, 6156, 3555, 2655, 9381, 13546, 2423, 361, 11778, 3224, 39896, 2423, 8507], "avg_logprob": -0.1670036799767438, "compression_ratio": 1.7, "no_speech_prob": 3.325939178466797e-05, "words": [{"start": 1710.04, "end": 1710.56, "word": "بنخزنها", "probability": 0.73309326171875}, {"start": 1710.56, "end": 1710.72, "word": " على", "probability": 0.8662109375}, {"start": 1710.72, "end": 1711.04, "word": " جنب", "probability": 0.9212239583333334}, {"start": 1711.04, "end": 1711.48, "word": " و", "probability": 0.60791015625}, {"start": 1711.48, "end": 1711.88, "word": " بنطرح", "probability": 0.8577880859375}, {"start": 1711.88, "end": 1712.1, "word": " منه", "probability": 0.955810546875}, {"start": 1712.1, "end": 1712.7, "word": " w2", "probability": 0.620849609375}, {"start": 1712.7, "end": 1712.92, "word": " على", "probability": 0.82421875}, {"start": 1712.92, "end": 1713.24, "word": " جنب", "probability": 0.9886067708333334}, {"start": 1713.24, "end": 1713.36, "word": " و", "probability": 0.984375}, {"start": 1713.36, "end": 1713.88, "word": " w3", "probability": 0.90869140625}, {"start": 1713.88, "end": 1714.12, "word": " على", "probability": 0.9091796875}, {"start": 1714.12, "end": 1714.38, "word": " جنب", "probability": 0.9913736979166666}, {"start": 1714.38, "end": 1714.7, "word": " وباجي", "probability": 0.7609049479166666}, {"start": 1714.7, "end": 1715.32, "word": " بقارنهم", "probability": 0.97978515625}, {"start": 1715.32, "end": 1715.86, "word": " عشان", "probability": 0.935546875}, {"start": 1715.86, "end": 1715.96, "word": " ..", "probability": 0.41455078125}, {"start": 1715.96, "end": 1716.34, "word": " طبعا", "probability": 0.8953857421875}, {"start": 1716.34, "end": 1716.5, "word": " بعد", "probability": 0.9521484375}, {"start": 1716.5, "end": 1716.64, "word": " ال", "probability": 0.77734375}, {"start": 1716.64, "end": 1716.86, "word": " norm", "probability": 0.794921875}, {"start": 1716.86, "end": 1717.14, "word": " ..", "probability": 0.44482421875}, {"start": 1717.14, "end": 1717.52, "word": " بقارنهم", "probability": 0.98193359375}, {"start": 1717.52, "end": 1717.7, "word": " عشان", "probability": 0.9807942708333334}, {"start": 1717.7, "end": 1717.94, "word": " أخد", "probability": 0.7919921875}, {"start": 1717.94, "end": 1718.06, "word": " ال", "probability": 0.9560546875}, {"start": 1718.06, "end": 1718.64, "word": " minimum", "probability": 0.970703125}, {"start": 1718.64, "end": 1719.74, "word": " فال", "probability": 0.812255859375}, {"start": 1719.74, "end": 1720.12, "word": " minimum", "probability": 0.9560546875}, {"start": 1720.12, "end": 1721.32, "word": " لصالح", "probability": 0.9920654296875}, {"start": 1721.32, "end": 1721.52, "word": " ال", "probability": 0.9052734375}, {"start": 1721.52, "end": 1721.78, "word": " j", "probability": 0.537109375}, {"start": 1721.78, "end": 1722.52, "word": " فبتصير", "probability": 0.9228515625}, {"start": 1722.52, "end": 1722.62, "word": " ال", "probability": 0.86962890625}, {"start": 1722.62, "end": 1722.76, "word": " j", "probability": 0.84521484375}, {"start": 1722.76, "end": 1723.0, "word": " ده", "probability": 0.77783203125}, {"start": 1723.0, "end": 1723.12, "word": " هي", "probability": 0.475830078125}, {"start": 1723.12, "end": 1723.24, "word": " ال", "probability": 0.92724609375}, {"start": 1723.24, "end": 1723.44, "word": " winner", "probability": 0.97998046875}], "temperature": 1.0}, {"id": 71, "seek": 175407, "start": 1724.35, "end": 1754.07, "text": "فإذا الـ Minimum ممكن يكون رقم اتنين فإذا الاتنين هي ال winner الاتنين هي ال winner اللي بيحقلها تعدل أوزانها اللي بيحقلها تعدل الوزن تبعها هتناخد مثال يعني مثالي اتوقع الفكرة واضحة متحت المثال بتوجه الوضوح إن شاء الله لو افترضنا إنه عندي ال input هي 0.52 اللي هو ال X ال input تبعنا و الحدث التاني له 0.12", "tokens": [5172, 28814, 15730, 2423, 39184, 2829, 332, 449, 3714, 43020, 7251, 30544, 12602, 4587, 2304, 1975, 2655, 1863, 9957, 6156, 28814, 15730, 2423, 9307, 1863, 9957, 39896, 2423, 8507, 2423, 9307, 1863, 9957, 39896, 2423, 8507, 13672, 1829, 4724, 1829, 5016, 4587, 1211, 11296, 37279, 3215, 1211, 34051, 11622, 7649, 11296, 13672, 1829, 4724, 1829, 5016, 4587, 1211, 11296, 37279, 3215, 1211, 2423, 2407, 11622, 1863, 6055, 3555, 3615, 11296, 8032, 2655, 1863, 47283, 3215, 50113, 6027, 37495, 22653, 50113, 6027, 1829, 1975, 2655, 30543, 3615, 27188, 4117, 25720, 4032, 46958, 5016, 3660, 44650, 33753, 9673, 12984, 6027, 39894, 29245, 3224, 2423, 2407, 11242, 2407, 5016, 36145, 13412, 16606, 21984, 45164, 1975, 5172, 2655, 43042, 8315, 36145, 3224, 18871, 16254, 2423, 4846, 39896, 1958, 13, 17602, 13672, 1829, 31439, 2423, 1783, 2423, 4846, 6055, 3555, 3615, 8315, 4032, 21542, 3215, 12984, 16712, 7649, 1829, 46740, 1958, 13, 4762], "avg_logprob": -0.19588926894552755, "compression_ratio": 1.9694656488549618, "no_speech_prob": 0.2080078125, "words": [{"start": 1724.35, "end": 1724.81, "word": "فإذا", "probability": 0.796875}, {"start": 1724.81, "end": 1725.35, "word": " الـ", "probability": 0.68994140625}, {"start": 1725.35, "end": 1725.55, "word": " Minimum", "probability": 0.6156412760416666}, {"start": 1725.55, "end": 1725.83, "word": " ممكن", "probability": 0.912353515625}, {"start": 1725.83, "end": 1726.03, "word": " يكون", "probability": 0.977783203125}, {"start": 1726.03, "end": 1726.27, "word": " رقم", "probability": 0.9807942708333334}, {"start": 1726.27, "end": 1726.61, "word": " اتنين", "probability": 0.75946044921875}, {"start": 1726.61, "end": 1727.47, "word": " فإذا", "probability": 0.8673502604166666}, {"start": 1727.47, "end": 1728.33, "word": " الاتنين", "probability": 0.8463134765625}, {"start": 1728.33, "end": 1728.51, "word": " هي", "probability": 0.873046875}, {"start": 1728.51, "end": 1728.63, "word": " ال", "probability": 0.93701171875}, {"start": 1728.63, "end": 1728.83, "word": " winner", "probability": 0.8251953125}, {"start": 1728.83, "end": 1729.69, "word": " الاتنين", "probability": 0.8094482421875}, {"start": 1729.69, "end": 1729.85, "word": " هي", "probability": 0.9404296875}, {"start": 1729.85, "end": 1729.95, "word": " ال", "probability": 0.98583984375}, {"start": 1729.95, "end": 1730.11, "word": " winner", "probability": 0.9814453125}, {"start": 1730.11, "end": 1730.49, "word": " اللي", "probability": 0.938720703125}, {"start": 1730.49, "end": 1731.23, "word": " بيحقلها", "probability": 0.8868408203125}, {"start": 1731.23, "end": 1732.01, "word": " تعدل", "probability": 0.6742350260416666}, {"start": 1732.01, "end": 1732.61, "word": " أوزانها", "probability": 0.9102783203125}, {"start": 1732.61, "end": 1733.05, "word": " اللي", "probability": 0.93017578125}, {"start": 1733.05, "end": 1733.43, "word": " بيحقلها", "probability": 0.9891764322916666}, {"start": 1733.43, "end": 1733.93, "word": " تعدل", "probability": 0.9178059895833334}, {"start": 1733.93, "end": 1734.83, "word": " الوزن", "probability": 0.9932861328125}, {"start": 1734.83, "end": 1736.05, "word": " تبعها", "probability": 0.9488525390625}, {"start": 1736.05, "end": 1737.03, "word": " هتناخد", "probability": 0.75810546875}, {"start": 1737.03, "end": 1737.37, "word": " مثال", "probability": 0.973388671875}, {"start": 1737.37, "end": 1738.07, "word": " يعني", "probability": 0.63232421875}, {"start": 1738.07, "end": 1738.55, "word": " مثالي", "probability": 0.884765625}, {"start": 1738.55, "end": 1739.15, "word": " اتوقع", "probability": 0.797149658203125}, {"start": 1739.15, "end": 1739.75, "word": " الفكرة", "probability": 0.9855143229166666}, {"start": 1739.75, "end": 1740.55, "word": " واضحة", "probability": 0.978515625}, {"start": 1740.55, "end": 1741.01, "word": " متحت", "probability": 0.525634765625}, {"start": 1741.01, "end": 1741.93, "word": " المثال", "probability": 0.91015625}, {"start": 1741.93, "end": 1742.77, "word": " بتوجه", "probability": 0.8128255208333334}, {"start": 1742.77, "end": 1743.07, "word": " الوضوح", "probability": 0.91767578125}, {"start": 1743.07, "end": 1743.23, "word": " إن", "probability": 0.5166015625}, {"start": 1743.23, "end": 1743.37, "word": " شاء", "probability": 0.98095703125}, {"start": 1743.37, "end": 1743.57, "word": " الله", "probability": 0.962890625}, {"start": 1743.57, "end": 1744.11, "word": " لو", "probability": 0.8740234375}, {"start": 1744.11, "end": 1744.51, "word": " افترضنا", "probability": 0.97392578125}, {"start": 1744.51, "end": 1744.71, "word": " إنه", "probability": 0.6102294921875}, {"start": 1744.71, "end": 1744.99, "word": " عندي", "probability": 0.822265625}, {"start": 1744.99, "end": 1745.15, "word": " ال", "probability": 0.93310546875}, {"start": 1745.15, "end": 1745.53, "word": " input", "probability": 0.97802734375}, {"start": 1745.53, "end": 1745.97, "word": " هي", "probability": 0.81640625}, {"start": 1745.97, "end": 1746.25, "word": " 0", "probability": 0.560546875}, {"start": 1746.25, "end": 1747.45, "word": ".52", "probability": 0.949951171875}, {"start": 1747.45, "end": 1748.17, "word": " اللي", "probability": 0.905029296875}, {"start": 1748.17, "end": 1748.29, "word": " هو", "probability": 0.98779296875}, {"start": 1748.29, "end": 1748.43, "word": " ال", "probability": 0.892578125}, {"start": 1748.43, "end": 1748.69, "word": " X", "probability": 0.7734375}, {"start": 1748.69, "end": 1749.03, "word": " ال", "probability": 0.7568359375}, {"start": 1749.03, "end": 1749.23, "word": " input", "probability": 0.986328125}, {"start": 1749.23, "end": 1749.71, "word": " تبعنا", "probability": 0.929931640625}, {"start": 1749.71, "end": 1750.35, "word": " و", "probability": 0.63330078125}, {"start": 1750.35, "end": 1752.19, "word": " الحدث", "probability": 0.3697102864583333}, {"start": 1752.19, "end": 1752.59, "word": " التاني", "probability": 0.97021484375}, {"start": 1752.59, "end": 1752.83, "word": " له", "probability": 0.86767578125}, {"start": 1752.83, "end": 1753.19, "word": " 0", "probability": 0.93701171875}, {"start": 1753.19, "end": 1754.07, "word": ".12", "probability": 0.98779296875}], "temperature": 1.0}, {"id": 72, "seek": 177056, "start": 1754.44, "end": 1770.56, "text": "الـ weights تبعونه 27% و 81% و W2 42.7% و W3.43.21% الحقيقة من الشكل هذا بقدر أرسم ال input", "tokens": [6027, 39184, 17443, 6055, 3555, 3615, 11536, 3224, 7634, 4, 4032, 30827, 4, 4032, 343, 17, 14034, 13, 22, 4, 4032, 343, 18, 13, 17201, 13, 4436, 4, 21542, 38436, 28671, 9154, 25124, 28820, 23758, 4724, 28543, 2288, 5551, 2288, 38251, 2423, 4846], "avg_logprob": -0.20738636058839885, "compression_ratio": 1.0743801652892562, "no_speech_prob": 0.0, "words": [{"start": 1754.44, "end": 1754.78, "word": "الـ", "probability": 0.710693359375}, {"start": 1754.78, "end": 1755.14, "word": " weights", "probability": 0.359375}, {"start": 1755.14, "end": 1756.44, "word": " تبعونه", "probability": 0.764404296875}, {"start": 1756.44, "end": 1758.08, "word": " 27", "probability": 0.87451171875}, {"start": 1758.08, "end": 1758.74, "word": "%", "probability": 0.787109375}, {"start": 1758.74, "end": 1759.38, "word": " و", "probability": 0.85595703125}, {"start": 1759.38, "end": 1759.94, "word": " 81", "probability": 0.85595703125}, {"start": 1759.94, "end": 1760.7, "word": "%", "probability": 0.91650390625}, {"start": 1760.7, "end": 1761.56, "word": " و", "probability": 0.49462890625}, {"start": 1761.56, "end": 1761.94, "word": " W2", "probability": 0.785400390625}, {"start": 1761.94, "end": 1762.54, "word": " 42", "probability": 0.8984375}, {"start": 1762.54, "end": 1763.7, "word": ".7", "probability": 0.922607421875}, {"start": 1763.7, "end": 1763.7, "word": "%", "probability": 0.796875}, {"start": 1763.7, "end": 1764.14, "word": " و", "probability": 0.9619140625}, {"start": 1764.14, "end": 1764.74, "word": " W3", "probability": 0.952880859375}, {"start": 1764.74, "end": 1765.54, "word": ".43", "probability": 0.7861328125}, {"start": 1765.54, "end": 1766.78, "word": ".21", "probability": 0.979248046875}, {"start": 1766.78, "end": 1767.9, "word": "%", "probability": 0.5048828125}, {"start": 1767.9, "end": 1768.56, "word": " الحقيقة", "probability": 0.9034830729166666}, {"start": 1768.56, "end": 1768.72, "word": " من", "probability": 0.951171875}, {"start": 1768.72, "end": 1769.1, "word": " الشكل", "probability": 0.79296875}, {"start": 1769.1, "end": 1769.32, "word": " هذا", "probability": 0.85498046875}, {"start": 1769.32, "end": 1769.66, "word": " بقدر", "probability": 0.8937174479166666}, {"start": 1769.66, "end": 1769.98, "word": " أرسم", "probability": 0.8308919270833334}, {"start": 1769.98, "end": 1770.26, "word": " ال", "probability": 0.8759765625}, {"start": 1770.26, "end": 1770.56, "word": " input", "probability": 0.92431640625}], "temperature": 1.0}, {"id": 73, "seek": 179689, "start": 1771.49, "end": 1796.89, "text": "أو ال network تبرجي لل network وبسيطة جدا ليش بسيطة جدا لأن ال input فيه احداثين يعني معناه ذلك ان ال input سبعتنا اتنين هاي واحد و هاي اتنين هاي واحد و هاي اتنين هاي X واحد و X اتنين", "tokens": [10721, 2407, 2423, 3209, 6055, 26890, 7435, 1829, 24976, 3209, 46599, 3794, 1829, 9566, 3660, 10874, 28259, 32239, 8592, 4724, 3794, 1829, 9566, 3660, 10874, 28259, 5296, 33456, 2423, 4846, 8978, 3224, 1975, 24401, 5718, 104, 9957, 37495, 22653, 20449, 8315, 3224, 29910, 23275, 16472, 2423, 4846, 8608, 3555, 34268, 8315, 1975, 2655, 1863, 9957, 8032, 47302, 36764, 24401, 4032, 8032, 47302, 1975, 2655, 1863, 9957, 8032, 47302, 36764, 24401, 4032, 8032, 47302, 1975, 2655, 1863, 9957, 8032, 47302, 1783, 36764, 24401, 4032, 1783, 1975, 2655, 1863, 9957], "avg_logprob": -0.17731741974862775, "compression_ratio": 2.006666666666667, "no_speech_prob": 9.5367431640625e-07, "words": [{"start": 1771.49, "end": 1771.73, "word": "أو", "probability": 0.79052734375}, {"start": 1771.73, "end": 1771.85, "word": " ال", "probability": 0.7626953125}, {"start": 1771.85, "end": 1772.31, "word": " network", "probability": 0.83154296875}, {"start": 1772.31, "end": 1772.89, "word": " تبرجي", "probability": 0.800537109375}, {"start": 1772.89, "end": 1772.97, "word": " لل", "probability": 0.84521484375}, {"start": 1772.97, "end": 1773.31, "word": " network", "probability": 0.88916015625}, {"start": 1773.31, "end": 1774.07, "word": " وبسيطة", "probability": 0.899609375}, {"start": 1774.07, "end": 1774.33, "word": " جدا", "probability": 0.9892578125}, {"start": 1774.33, "end": 1775.11, "word": " ليش", "probability": 0.796142578125}, {"start": 1775.11, "end": 1775.49, "word": " بسيطة", "probability": 0.96279296875}, {"start": 1775.49, "end": 1775.77, "word": " جدا", "probability": 0.987548828125}, {"start": 1775.77, "end": 1776.57, "word": " لأن", "probability": 0.851318359375}, {"start": 1776.57, "end": 1777.65, "word": " ال", "probability": 0.73583984375}, {"start": 1777.65, "end": 1778.03, "word": " input", "probability": 0.947265625}, {"start": 1778.03, "end": 1778.49, "word": " فيه", "probability": 0.895751953125}, {"start": 1778.49, "end": 1779.07, "word": " احداثين", "probability": 0.77470703125}, {"start": 1779.07, "end": 1779.85, "word": " يعني", "probability": 0.90625}, {"start": 1779.85, "end": 1780.13, "word": " معناه", "probability": 0.8115234375}, {"start": 1780.13, "end": 1780.35, "word": " ذلك", "probability": 0.983642578125}, {"start": 1780.35, "end": 1780.55, "word": " ان", "probability": 0.6826171875}, {"start": 1780.55, "end": 1781.33, "word": " ال", "probability": 0.87158203125}, {"start": 1781.33, "end": 1781.65, "word": " input", "probability": 0.9404296875}, {"start": 1781.65, "end": 1782.31, "word": " سبعتنا", "probability": 0.75}, {"start": 1782.31, "end": 1782.91, "word": " اتنين", "probability": 0.956787109375}, {"start": 1782.91, "end": 1783.41, "word": " هاي", "probability": 0.720947265625}, {"start": 1783.41, "end": 1783.81, "word": " واحد", "probability": 0.95849609375}, {"start": 1783.81, "end": 1783.99, "word": " و", "probability": 0.390869140625}, {"start": 1783.99, "end": 1784.11, "word": " هاي", "probability": 0.78564453125}, {"start": 1784.11, "end": 1784.43, "word": " اتنين", "probability": 0.98876953125}, {"start": 1784.43, "end": 1793.85, "word": " هاي", "probability": 0.35546875}, {"start": 1793.85, "end": 1794.37, "word": " واحد", "probability": 0.96533203125}, {"start": 1794.37, "end": 1794.85, "word": " و", "probability": 0.77587890625}, {"start": 1794.85, "end": 1794.95, "word": " هاي", "probability": 0.90869140625}, {"start": 1794.95, "end": 1795.29, "word": " اتنين", "probability": 0.9945068359375}, {"start": 1795.29, "end": 1795.69, "word": " هاي", "probability": 0.85888671875}, {"start": 1795.69, "end": 1795.91, "word": " X", "probability": 0.51513671875}, {"start": 1795.91, "end": 1796.31, "word": " واحد", "probability": 0.887939453125}, {"start": 1796.31, "end": 1796.41, "word": " و", "probability": 0.95263671875}, {"start": 1796.41, "end": 1796.57, "word": " X", "probability": 0.95751953125}, {"start": 1796.57, "end": 1796.89, "word": " اتنين", "probability": 0.9791259765625}], "temperature": 1.0}, {"id": 74, "seek": 182528, "start": 1797.66, "end": 1825.28, "text": "هذه جيبناها عرفناها مباشرة من قيمة X واحد قيمتين هي اتنين طيب ال output اه ال W's عندي W واحد و W اتنين و W تلاتة معناته في عندي output تلاتة واحد اتنين تلاتة خلاص هاي ال network تبعتك خلصناها طيب القيم تتوزع عليها اه بنقدر نوزع عليها هنقول انه في الحالة اللي بدي اجربها الآن ال input الأول 0.52 ال input التاني 0.12 هنا ال weights", "tokens": [3224, 24192, 10874, 1829, 3555, 8315, 11296, 6225, 28480, 8315, 11296, 3714, 3555, 33599, 25720, 9154, 12174, 32640, 3660, 1783, 36764, 24401, 12174, 32640, 2655, 9957, 39896, 1975, 2655, 1863, 9957, 23032, 1829, 3555, 2423, 5598, 1975, 3224, 2423, 343, 311, 18871, 16254, 343, 36764, 24401, 4032, 343, 1975, 2655, 1863, 9957, 4032, 343, 6055, 1211, 9307, 3660, 20449, 8315, 47395, 8978, 18871, 16254, 5598, 6055, 1211, 9307, 3660, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 16490, 1211, 33546, 8032, 47302, 2423, 3209, 6055, 3555, 34268, 4117, 16490, 1211, 9381, 8315, 11296, 23032, 1829, 3555, 25062, 32640, 6055, 2655, 2407, 11622, 3615, 25894, 11296, 1975, 3224, 44945, 28543, 2288, 8717, 2407, 11622, 3615, 25894, 11296, 8032, 1863, 39648, 16472, 3224, 8978, 21542, 6027, 3660, 13672, 1829, 4724, 16254, 1975, 7435, 25513, 11296, 6024, 48506, 2423, 4846, 16247, 12610, 1958, 13, 17602, 2423, 4846, 16712, 7649, 1829, 1958, 13, 4762, 34105, 2423, 17443], "avg_logprob": -0.15735176081458727, "compression_ratio": 1.960431654676259, "no_speech_prob": 3.933906555175781e-06, "words": [{"start": 1797.66, "end": 1797.94, "word": "هذه", "probability": 0.820556640625}, {"start": 1797.94, "end": 1798.28, "word": " جيبناها", "probability": 0.8873046875}, {"start": 1798.28, "end": 1798.62, "word": " عرفناها", "probability": 0.90673828125}, {"start": 1798.62, "end": 1799.04, "word": " مباشرة", "probability": 0.96435546875}, {"start": 1799.04, "end": 1799.22, "word": " من", "probability": 0.97509765625}, {"start": 1799.22, "end": 1799.54, "word": " قيمة", "probability": 0.9889322916666666}, {"start": 1799.54, "end": 1799.8, "word": " X", "probability": 0.63818359375}, {"start": 1799.8, "end": 1800.26, "word": " واحد", "probability": 0.76904296875}, {"start": 1800.26, "end": 1800.82, "word": " قيمتين", "probability": 0.654510498046875}, {"start": 1800.82, "end": 1801.24, "word": " هي", "probability": 0.32177734375}, {"start": 1801.24, "end": 1801.54, "word": " اتنين", "probability": 0.9525146484375}, {"start": 1801.54, "end": 1802.0, "word": " طيب", "probability": 0.8689778645833334}, {"start": 1802.0, "end": 1802.12, "word": " ال", "probability": 0.970703125}, {"start": 1802.12, "end": 1802.64, "word": " output", "probability": 0.89794921875}, {"start": 1802.64, "end": 1803.1, "word": " اه", "probability": 0.48309326171875}, {"start": 1803.1, "end": 1803.2, "word": " ال", "probability": 0.9873046875}, {"start": 1803.2, "end": 1803.94, "word": " W's", "probability": 0.614990234375}, {"start": 1803.94, "end": 1804.18, "word": " عندي", "probability": 0.600341796875}, {"start": 1804.18, "end": 1804.4, "word": " W", "probability": 0.84912109375}, {"start": 1804.4, "end": 1804.74, "word": " واحد", "probability": 0.88818359375}, {"start": 1804.74, "end": 1804.84, "word": " و", "probability": 0.97509765625}, {"start": 1804.84, "end": 1805.02, "word": " W", "probability": 0.80712890625}, {"start": 1805.02, "end": 1805.26, "word": " اتنين", "probability": 0.9000244140625}, {"start": 1805.26, "end": 1805.36, "word": " و", "probability": 0.9677734375}, {"start": 1805.36, "end": 1805.5, "word": " W", "probability": 0.90478515625}, {"start": 1805.5, "end": 1805.78, "word": " تلاتة", "probability": 0.884033203125}, {"start": 1805.78, "end": 1806.06, "word": " معناته", "probability": 0.86376953125}, {"start": 1806.06, "end": 1806.2, "word": " في", "probability": 0.5390625}, {"start": 1806.2, "end": 1806.38, "word": " عندي", "probability": 0.947021484375}, {"start": 1806.38, "end": 1806.8, "word": " output", "probability": 0.97314453125}, {"start": 1806.8, "end": 1807.72, "word": " تلاتة", "probability": 0.9620361328125}, {"start": 1807.72, "end": 1808.44, "word": " واحد", "probability": 0.868408203125}, {"start": 1808.44, "end": 1808.98, "word": " اتنين", "probability": 0.955322265625}, {"start": 1808.98, "end": 1809.76, "word": " تلاتة", "probability": 0.9796142578125}, {"start": 1809.76, "end": 1810.26, "word": " خلاص", "probability": 0.98681640625}, {"start": 1810.26, "end": 1810.66, "word": " هاي", "probability": 0.697509765625}, {"start": 1810.66, "end": 1810.76, "word": " ال", "probability": 0.9453125}, {"start": 1810.76, "end": 1811.06, "word": " network", "probability": 0.95361328125}, {"start": 1811.06, "end": 1812.24, "word": " تبعتك", "probability": 0.8409423828125}, {"start": 1812.24, "end": 1813.56, "word": " خلصناها", "probability": 0.98193359375}, {"start": 1813.56, "end": 1814.88, "word": " طيب", "probability": 0.9710286458333334}, {"start": 1814.88, "end": 1815.54, "word": " القيم", "probability": 0.908447265625}, {"start": 1815.54, "end": 1816.28, "word": " تتوزع", "probability": 0.91494140625}, {"start": 1816.28, "end": 1816.62, "word": " عليها", "probability": 0.990966796875}, {"start": 1816.62, "end": 1816.8, "word": " اه", "probability": 0.6563720703125}, {"start": 1816.8, "end": 1817.06, "word": " بنقدر", "probability": 0.8981119791666666}, {"start": 1817.06, "end": 1817.4, "word": " نوزع", "probability": 0.9794921875}, {"start": 1817.4, "end": 1817.58, "word": " عليها", "probability": 0.910888671875}, {"start": 1817.58, "end": 1817.88, "word": " هنقول", "probability": 0.8199869791666666}, {"start": 1817.88, "end": 1818.04, "word": " انه", "probability": 0.75927734375}, {"start": 1818.04, "end": 1818.1, "word": " في", "probability": 0.8662109375}, {"start": 1818.1, "end": 1818.38, "word": " الحالة", "probability": 0.9796549479166666}, {"start": 1818.38, "end": 1818.46, "word": " اللي", "probability": 0.904052734375}, {"start": 1818.46, "end": 1818.62, "word": " بدي", "probability": 0.6956787109375}, {"start": 1818.62, "end": 1819.1, "word": " اجربها", "probability": 0.9364013671875}, {"start": 1819.1, "end": 1819.44, "word": " الآن", "probability": 0.768310546875}, {"start": 1819.44, "end": 1819.92, "word": " ال", "probability": 0.9873046875}, {"start": 1819.92, "end": 1820.16, "word": " input", "probability": 0.966796875}, {"start": 1820.16, "end": 1820.44, "word": " الأول", "probability": 0.759521484375}, {"start": 1820.44, "end": 1820.72, "word": " 0", "probability": 0.6015625}, {"start": 1820.72, "end": 1821.64, "word": ".52", "probability": 0.947998046875}, {"start": 1821.64, "end": 1822.36, "word": " ال", "probability": 0.8935546875}, {"start": 1822.36, "end": 1822.54, "word": " input", "probability": 0.98828125}, {"start": 1822.54, "end": 1822.96, "word": " التاني", "probability": 0.9713541666666666}, {"start": 1822.96, "end": 1823.26, "word": " 0", "probability": 0.98291015625}, {"start": 1823.26, "end": 1824.02, "word": ".12", "probability": 0.992431640625}, {"start": 1824.02, "end": 1824.68, "word": " هنا", "probability": 0.96630859375}, {"start": 1824.68, "end": 1824.94, "word": " ال", "probability": 0.99853515625}, {"start": 1824.94, "end": 1825.28, "word": " weights", "probability": 0.80908203125}], "temperature": 1.0}, {"id": 75, "seek": 185232, "start": 1826.58, "end": 1852.32, "text": ".27.81.0.42.0.7.0.43.0.21 تمام خلصنا الآن نبدأ نشتغل و نعرف أو نعمل updating للحالة اللي عندنا نحسب ال distances", "tokens": [13, 10076, 13, 32875, 13, 15, 13, 15628, 13, 15, 13, 22, 13, 15, 13, 17201, 13, 15, 13, 4436, 46811, 10943, 16490, 1211, 9381, 8315, 6024, 48506, 8717, 44510, 10721, 8717, 8592, 2655, 17082, 1211, 4032, 8717, 3615, 28480, 34051, 8717, 25957, 1211, 25113, 24976, 5016, 6027, 3660, 13672, 1829, 43242, 8315, 8717, 5016, 35457, 2423, 22182], "avg_logprob": -0.19584216101694915, "compression_ratio": 1.1857142857142857, "no_speech_prob": 8.940696716308594e-07, "words": [{"start": 1826.58, "end": 1828.0, "word": ".27", "probability": 0.663330078125}, {"start": 1828.0, "end": 1830.44, "word": ".81", "probability": 0.859619140625}, {"start": 1830.44, "end": 1832.16, "word": ".0", "probability": 0.8037109375}, {"start": 1832.16, "end": 1833.08, "word": ".42", "probability": 0.951416015625}, {"start": 1833.08, "end": 1834.46, "word": ".0", "probability": 0.66259765625}, {"start": 1834.46, "end": 1835.2, "word": ".7", "probability": 0.936279296875}, {"start": 1835.2, "end": 1837.76, "word": ".0", "probability": 0.5408935546875}, {"start": 1837.76, "end": 1840.12, "word": ".43", "probability": 0.9482421875}, {"start": 1840.12, "end": 1840.98, "word": ".0", "probability": 0.94189453125}, {"start": 1840.98, "end": 1841.96, "word": ".21", "probability": 0.98828125}, {"start": 1841.96, "end": 1843.96, "word": " تمام", "probability": 0.660888671875}, {"start": 1843.96, "end": 1844.64, "word": " خلصنا", "probability": 0.9552001953125}, {"start": 1844.64, "end": 1845.22, "word": " الآن", "probability": 0.59832763671875}, {"start": 1845.22, "end": 1846.74, "word": " نبدأ", "probability": 0.96484375}, {"start": 1846.74, "end": 1847.3, "word": " نشتغل", "probability": 0.98427734375}, {"start": 1847.3, "end": 1847.76, "word": " و", "probability": 0.96240234375}, {"start": 1847.76, "end": 1848.6, "word": " نعرف", "probability": 0.615966796875}, {"start": 1848.6, "end": 1848.86, "word": " أو", "probability": 0.5673828125}, {"start": 1848.86, "end": 1849.22, "word": " نعمل", "probability": 0.9749348958333334}, {"start": 1849.22, "end": 1849.74, "word": " updating", "probability": 0.95654296875}, {"start": 1849.74, "end": 1850.56, "word": " للحالة", "probability": 0.92431640625}, {"start": 1850.56, "end": 1850.66, "word": " اللي", "probability": 0.838623046875}, {"start": 1850.66, "end": 1851.08, "word": " عندنا", "probability": 0.8896484375}, {"start": 1851.08, "end": 1851.84, "word": " نحسب", "probability": 0.9606119791666666}, {"start": 1851.84, "end": 1851.96, "word": " ال", "probability": 0.9111328125}, {"start": 1851.96, "end": 1852.32, "word": " distances", "probability": 0.80322265625}], "temperature": 1.0}, {"id": 76, "seek": 188156, "start": 1853.48, "end": 1881.56, "text": "بس لا أكثر ولا أقل عندك هي قيمة ال input X هذه بنطرح منها W1 و بنحسب norm و بنطرح منها W2 و بنحسب منها W3 لا أكثر ولا أقل بس هاي المعادلات بتاعتنا W1 W2 و W3 هاي D1 هي O point 52 ناقص 27", "tokens": [3555, 3794, 20193, 5551, 4117, 49115, 49429, 5551, 4587, 1211, 43242, 4117, 39896, 12174, 32640, 3660, 2423, 4846, 1783, 29538, 44945, 9566, 2288, 5016, 9154, 11296, 343, 16, 4032, 44945, 5016, 35457, 2026, 4032, 44945, 9566, 2288, 5016, 9154, 11296, 343, 17, 4032, 44945, 5016, 35457, 9154, 11296, 343, 18, 20193, 5551, 4117, 49115, 49429, 5551, 4587, 1211, 4724, 3794, 8032, 47302, 9673, 3615, 18513, 1211, 9307, 39894, 995, 34268, 8315, 343, 16, 343, 17, 4032, 343, 18, 8032, 47302, 413, 16, 39896, 422, 935, 18079, 8717, 995, 4587, 9381, 7634], "avg_logprob": -0.14699388862304066, "compression_ratio": 1.7034883720930232, "no_speech_prob": 4.947185516357422e-06, "words": [{"start": 1853.48, "end": 1853.84, "word": "بس", "probability": 0.911865234375}, {"start": 1853.84, "end": 1854.04, "word": " لا", "probability": 0.6220703125}, {"start": 1854.04, "end": 1854.48, "word": " أكثر", "probability": 0.8473307291666666}, {"start": 1854.48, "end": 1854.72, "word": " ولا", "probability": 0.89111328125}, {"start": 1854.72, "end": 1855.14, "word": " أقل", "probability": 0.9900716145833334}, {"start": 1855.14, "end": 1855.82, "word": " عندك", "probability": 0.972412109375}, {"start": 1855.82, "end": 1855.92, "word": " هي", "probability": 0.56640625}, {"start": 1855.92, "end": 1856.34, "word": " قيمة", "probability": 0.9811197916666666}, {"start": 1856.34, "end": 1856.52, "word": " ال", "probability": 0.712890625}, {"start": 1856.52, "end": 1856.88, "word": " input", "probability": 0.96484375}, {"start": 1856.88, "end": 1857.54, "word": " X", "probability": 0.49951171875}, {"start": 1857.54, "end": 1858.72, "word": " هذه", "probability": 0.434326171875}, {"start": 1858.72, "end": 1859.28, "word": " بنطرح", "probability": 0.9503173828125}, {"start": 1859.28, "end": 1859.64, "word": " منها", "probability": 0.995849609375}, {"start": 1859.64, "end": 1860.7, "word": " W1", "probability": 0.802978515625}, {"start": 1860.7, "end": 1861.4, "word": " و", "probability": 0.7451171875}, {"start": 1861.4, "end": 1861.74, "word": " بنحسب", "probability": 0.9013671875}, {"start": 1861.74, "end": 1862.06, "word": " norm", "probability": 0.73681640625}, {"start": 1862.06, "end": 1862.58, "word": " و", "probability": 0.81982421875}, {"start": 1862.58, "end": 1862.92, "word": " بنطرح", "probability": 0.9678955078125}, {"start": 1862.92, "end": 1863.16, "word": " منها", "probability": 0.99462890625}, {"start": 1863.16, "end": 1863.84, "word": " W2", "probability": 0.95654296875}, {"start": 1863.84, "end": 1864.36, "word": " و", "probability": 0.984375}, {"start": 1864.36, "end": 1864.68, "word": " بنحسب", "probability": 0.9471028645833334}, {"start": 1864.68, "end": 1864.86, "word": " منها", "probability": 0.991943359375}, {"start": 1864.86, "end": 1865.52, "word": " W3", "probability": 0.975341796875}, {"start": 1865.52, "end": 1865.9, "word": " لا", "probability": 0.86328125}, {"start": 1865.9, "end": 1866.22, "word": " أكثر", "probability": 0.953125}, {"start": 1866.22, "end": 1866.36, "word": " ولا", "probability": 0.96484375}, {"start": 1866.36, "end": 1866.68, "word": " أقل", "probability": 0.9923502604166666}, {"start": 1866.68, "end": 1867.1, "word": " بس", "probability": 0.92724609375}, {"start": 1867.1, "end": 1867.78, "word": " هاي", "probability": 0.78125}, {"start": 1867.78, "end": 1868.44, "word": " المعادلات", "probability": 0.9470703125}, {"start": 1868.44, "end": 1868.84, "word": " بتاعتنا", "probability": 0.8863525390625}, {"start": 1868.84, "end": 1869.44, "word": " W1", "probability": 0.922119140625}, {"start": 1869.44, "end": 1869.94, "word": " W2", "probability": 0.722900390625}, {"start": 1869.94, "end": 1870.24, "word": " و", "probability": 0.97216796875}, {"start": 1870.24, "end": 1871.58, "word": " W3", "probability": 0.918212890625}, {"start": 1871.58, "end": 1873.36, "word": " هاي", "probability": 0.607177734375}, {"start": 1873.36, "end": 1873.82, "word": " D1", "probability": 0.809326171875}, {"start": 1873.82, "end": 1875.1, "word": " هي", "probability": 0.341064453125}, {"start": 1875.1, "end": 1875.5, "word": " O", "probability": 0.4404296875}, {"start": 1875.5, "end": 1875.96, "word": " point", "probability": 0.58203125}, {"start": 1875.96, "end": 1878.02, "word": " 52", "probability": 0.814453125}, {"start": 1878.02, "end": 1879.48, "word": " ناقص", "probability": 0.9342041015625}, {"start": 1879.48, "end": 1881.56, "word": " 27", "probability": 0.95654296875}], "temperature": 1.0}, {"id": 77, "seek": 190811, "start": 1882.69, "end": 1908.11, "text": "كله تربيع plus ال input التاني فاصل اتناش ناجس جداش فاصل تمانية واحد فاصل تمانية واحد تربيع كله تحت جذر فطلع عندي تلاتة و سبعين في المية بنحسب نفس الكلام لمين لل weight التانية نفس ال input هو هو هطرح منه ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال", "tokens": [28820, 3224, 6055, 2288, 21292, 3615, 1804, 2423, 4846, 16712, 7649, 1829, 6156, 33546, 1211, 1975, 2655, 1863, 33599, 8717, 26108, 3794, 10874, 3215, 33599, 6156, 33546, 1211, 46811, 7649, 10632, 36764, 24401, 6156, 33546, 1211, 46811, 7649, 10632, 36764, 24401, 6055, 2288, 21292, 3615, 28242, 3224, 6055, 33753, 10874, 8848, 2288, 6156, 9566, 1211, 3615, 18871, 16254, 6055, 1211, 9307, 3660, 4032, 8608, 3555, 3615, 9957, 8978, 9673, 10632, 44945, 5016, 35457, 8717, 36178, 2423, 28820, 10943, 32767, 9957, 24976, 3364, 16712, 7649, 10632, 8717, 36178, 2423, 4846, 31439, 31439, 8032, 9566, 2288, 5016, 9154, 3224, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423, 2423], "avg_logprob": -0.11229166666666666, "compression_ratio": 4.9646464646464645, "no_speech_prob": 1.6093254089355469e-06, "words": [{"start": 1882.69, "end": 1883.03, "word": "كله", "probability": 0.843994140625}, {"start": 1883.03, "end": 1883.51, "word": " تربيع", "probability": 0.8927001953125}, {"start": 1883.51, "end": 1884.21, "word": " plus", "probability": 0.52197265625}, {"start": 1884.21, "end": 1885.05, "word": " ال", "probability": 0.8505859375}, {"start": 1885.05, "end": 1885.27, "word": " input", "probability": 0.916015625}, {"start": 1885.27, "end": 1885.85, "word": " التاني", "probability": 0.8805338541666666}, {"start": 1885.85, "end": 1887.27, "word": " فاصل", "probability": 0.6544596354166666}, {"start": 1887.27, "end": 1887.77, "word": " اتناش", "probability": 0.727783203125}, {"start": 1887.77, "end": 1888.57, "word": " ناجس", "probability": 0.83349609375}, {"start": 1888.57, "end": 1889.03, "word": " جداش", "probability": 0.6238606770833334}, {"start": 1889.03, "end": 1889.79, "word": " فاصل", "probability": 0.8419596354166666}, {"start": 1889.79, "end": 1890.23, "word": " تمانية", "probability": 0.9083658854166666}, {"start": 1890.23, "end": 1890.75, "word": " واحد", "probability": 0.983154296875}, {"start": 1890.75, "end": 1891.51, "word": " فاصل", "probability": 0.8225911458333334}, {"start": 1891.51, "end": 1891.83, "word": " تمانية", "probability": 0.9763997395833334}, {"start": 1891.83, "end": 1892.11, "word": " واحد", "probability": 0.984619140625}, {"start": 1892.11, "end": 1892.65, "word": " تربيع", "probability": 0.9111328125}, {"start": 1892.65, "end": 1892.91, "word": " كله", "probability": 0.948974609375}, {"start": 1892.91, "end": 1893.07, "word": " تحت", "probability": 0.9951171875}, {"start": 1893.07, "end": 1893.41, "word": " جذر", "probability": 0.9689127604166666}, {"start": 1893.41, "end": 1894.05, "word": " فطلع", "probability": 0.93994140625}, {"start": 1894.05, "end": 1894.33, "word": " عندي", "probability": 0.754150390625}, {"start": 1894.33, "end": 1894.83, "word": " تلاتة", "probability": 0.9150390625}, {"start": 1894.83, "end": 1894.93, "word": " و", "probability": 0.9033203125}, {"start": 1894.93, "end": 1895.11, "word": " سبعين", "probability": 0.8726806640625}, {"start": 1895.11, "end": 1895.25, "word": " في", "probability": 0.340576171875}, {"start": 1895.25, "end": 1895.51, "word": " المية", "probability": 0.881591796875}, {"start": 1895.51, "end": 1896.21, "word": " بنحسب", "probability": 0.8841145833333334}, {"start": 1896.21, "end": 1896.43, "word": " نفس", "probability": 0.9931640625}, {"start": 1896.43, "end": 1896.77, "word": " الكلام", "probability": 0.9737955729166666}, {"start": 1896.77, "end": 1897.11, "word": " لمين", "probability": 0.810791015625}, {"start": 1897.11, "end": 1897.43, "word": " لل", "probability": 0.6728515625}, {"start": 1897.43, "end": 1897.71, "word": " weight", "probability": 0.947265625}, {"start": 1897.71, "end": 1898.35, "word": " التانية", "probability": 0.8761393229166666}, {"start": 1898.35, "end": 1899.01, "word": " نفس", "probability": 0.97998046875}, {"start": 1899.01, "end": 1899.15, "word": " ال", "probability": 0.96875}, {"start": 1899.15, "end": 1899.39, "word": " input", "probability": 0.98828125}, {"start": 1899.39, "end": 1899.61, "word": " هو", "probability": 0.92578125}, {"start": 1899.61, "end": 1899.91, "word": " هو", "probability": 0.857421875}, {"start": 1899.91, "end": 1900.51, "word": " هطرح", "probability": 0.7542724609375}, {"start": 1900.51, "end": 1901.03, "word": " منه", "probability": 0.990478515625}, {"start": 1901.03, "end": 1901.69, "word": " ال", "probability": 0.98828125}, {"start": 1901.69, "end": 1901.77, "word": " ال", "probability": 0.88818359375}, {"start": 1901.77, "end": 1902.13, "word": " ال", "probability": 0.6240234375}, {"start": 1902.13, "end": 1902.23, "word": " ال", "probability": 0.43603515625}, {"start": 1902.23, "end": 1902.41, "word": " ال", "probability": 0.39404296875}, {"start": 1902.41, "end": 1902.53, "word": " ال", "probability": 0.52001953125}, {"start": 1902.53, "end": 1902.59, "word": " ال", "probability": 0.7275390625}, {"start": 1902.59, "end": 1902.59, "word": " ال", "probability": 0.8623046875}, {"start": 1902.59, "end": 1902.71, "word": " ال", "probability": 0.91845703125}, {"start": 1902.71, "end": 1902.71, "word": " ال", "probability": 0.94482421875}, {"start": 1902.71, "end": 1902.75, "word": " ال", "probability": 0.955078125}, {"start": 1902.75, "end": 1902.75, "word": " ال", "probability": 0.96044921875}, {"start": 1902.75, "end": 1902.75, "word": " ال", "probability": 0.9638671875}, {"start": 1902.75, "end": 1902.75, "word": " ال", "probability": 0.96630859375}, {"start": 1902.75, "end": 1902.89, "word": " ال", "probability": 0.9677734375}, {"start": 1902.89, "end": 1902.89, "word": " ال", "probability": 0.96875}, {"start": 1902.89, "end": 1902.93, "word": " ال", "probability": 0.97021484375}, {"start": 1902.93, "end": 1902.99, "word": " ال", "probability": 0.970703125}, {"start": 1902.99, "end": 1902.99, "word": " ال", "probability": 0.9716796875}, {"start": 1902.99, "end": 1902.99, "word": " ال", "probability": 0.97216796875}, {"start": 1902.99, "end": 1902.99, "word": " ال", "probability": 0.97314453125}, {"start": 1902.99, "end": 1902.99, "word": " ال", "probability": 0.97314453125}, {"start": 1902.99, "end": 1903.41, "word": " ال", "probability": 0.9736328125}, {"start": 1903.41, "end": 1903.41, "word": " ال", "probability": 0.9736328125}, {"start": 1903.41, "end": 1903.45, "word": " ال", "probability": 0.97412109375}, {"start": 1903.45, "end": 1903.45, "word": " ال", "probability": 0.974609375}, {"start": 1903.45, "end": 1903.45, "word": " ال", "probability": 0.97412109375}, {"start": 1903.45, "end": 1903.73, "word": " ال", "probability": 0.97509765625}, {"start": 1903.73, "end": 1903.73, "word": " ال", "probability": 0.97509765625}, {"start": 1903.73, "end": 1903.73, "word": " ال", "probability": 0.97509765625}, {"start": 1903.73, "end": 1903.73, "word": " ال", "probability": 0.97509765625}, {"start": 1903.73, "end": 1903.73, "word": " ال", "probability": 0.9755859375}, {"start": 1903.73, "end": 1903.73, "word": " ال", "probability": 0.9755859375}, {"start": 1903.73, "end": 1903.85, "word": " ال", "probability": 0.9755859375}, {"start": 1903.85, "end": 1903.85, "word": " ال", "probability": 0.97607421875}, {"start": 1903.85, "end": 1903.85, "word": " ال", "probability": 0.97607421875}, {"start": 1903.85, "end": 1904.19, "word": " ال", "probability": 0.97607421875}, {"start": 1904.19, "end": 1904.19, "word": " ال", "probability": 0.9765625}, {"start": 1904.19, "end": 1907.15, "word": " ال", "probability": 0.9765625}, {"start": 1907.15, "end": 1907.15, "word": " ال", "probability": 0.97705078125}, {"start": 1907.15, "end": 1907.19, "word": " ال", "probability": 0.97705078125}, {"start": 1907.19, "end": 1907.19, "word": " ال", "probability": 0.9775390625}, {"start": 1907.19, "end": 1907.19, "word": " ال", "probability": 0.97705078125}, {"start": 1907.19, "end": 1907.19, "word": " ال", "probability": 0.9775390625}, {"start": 1907.19, "end": 1907.19, "word": " ال", "probability": 0.97705078125}, {"start": 1907.19, "end": 1907.37, "word": " ال", "probability": 0.9775390625}, {"start": 1907.37, "end": 1907.37, "word": " ال", "probability": 0.9775390625}, {"start": 1907.37, "end": 1907.37, "word": " ال", "probability": 0.97802734375}, {"start": 1907.37, "end": 1907.37, "word": " ال", "probability": 0.97802734375}, {"start": 1907.37, "end": 1907.37, "word": " ال", "probability": 0.97802734375}, {"start": 1907.37, "end": 1907.37, "word": " ال", "probability": 0.97802734375}, {"start": 1907.37, "end": 1908.11, "word": " ال", "probability": 0.978515625}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.978515625}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.978515625}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.978515625}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.978515625}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.97802734375}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.97802734375}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.97802734375}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.9775390625}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.9775390625}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.97705078125}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.9775390625}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.9775390625}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.9765625}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.97705078125}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.9765625}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.9765625}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.9765625}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.9765625}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.97607421875}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.97607421875}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.97607421875}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.974609375}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.97509765625}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.974609375}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.974609375}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.97314453125}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.974609375}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.97314453125}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.97314453125}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.97216796875}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.9716796875}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.970703125}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.97021484375}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.97021484375}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.96923828125}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.9677734375}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.966796875}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.96484375}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.96630859375}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.96630859375}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.96435546875}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.9638671875}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.96435546875}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.96142578125}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.96044921875}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.95751953125}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.9560546875}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.9541015625}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.9521484375}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.953125}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.95166015625}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.951171875}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.947265625}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.94482421875}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.9443359375}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.94189453125}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.93798828125}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.93212890625}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.93310546875}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.92578125}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.9287109375}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.9189453125}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.919921875}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.9150390625}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.91162109375}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.90576171875}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.908203125}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.9013671875}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.8828125}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.908203125}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.8154296875}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.728515625}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.841796875}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.8095703125}, {"start": 1908.11, "end": 1908.11, "word": " ال", "probability": 0.884765625}], "temperature": 1.0}, {"id": 78, "seek": 191635, "start": 1908.39, "end": 1916.35, "text": "برضه نفس ال input مع ال weight رقم تلاتة عشان يطلع عندى فاصلة تلاتة واحد الان من ال winner ال minimum", "tokens": [3555, 43042, 3224, 8717, 36178, 2423, 4846, 20449, 2423, 3364, 12602, 4587, 2304, 6055, 1211, 9307, 3660, 6225, 8592, 7649, 7251, 9566, 1211, 3615, 43242, 7578, 6156, 33546, 37977, 6055, 1211, 9307, 3660, 36764, 24401, 2423, 7649, 9154, 2423, 8507, 2423, 7285], "avg_logprob": -0.15443313260411107, "compression_ratio": 1.2950819672131149, "no_speech_prob": 2.086162567138672e-06, "words": [{"start": 1908.39, "end": 1908.81, "word": "برضه", "probability": 0.8367513020833334}, {"start": 1908.81, "end": 1909.07, "word": " نفس", "probability": 0.986083984375}, {"start": 1909.07, "end": 1909.21, "word": " ال", "probability": 0.98486328125}, {"start": 1909.21, "end": 1909.63, "word": " input", "probability": 0.91845703125}, {"start": 1909.63, "end": 1910.01, "word": " مع", "probability": 0.97021484375}, {"start": 1910.01, "end": 1910.15, "word": " ال", "probability": 0.96484375}, {"start": 1910.15, "end": 1910.33, "word": " weight", "probability": 0.9599609375}, {"start": 1910.33, "end": 1910.59, "word": " رقم", "probability": 0.9609375}, {"start": 1910.59, "end": 1911.15, "word": " تلاتة", "probability": 0.78668212890625}, {"start": 1911.15, "end": 1911.83, "word": " عشان", "probability": 0.9544270833333334}, {"start": 1911.83, "end": 1912.11, "word": " يطلع", "probability": 0.9822998046875}, {"start": 1912.11, "end": 1912.55, "word": " عندى", "probability": 0.7998046875}, {"start": 1912.55, "end": 1912.97, "word": " فاصلة", "probability": 0.81689453125}, {"start": 1912.97, "end": 1913.29, "word": " تلاتة", "probability": 0.87548828125}, {"start": 1913.29, "end": 1913.61, "word": " واحد", "probability": 0.952880859375}, {"start": 1913.61, "end": 1914.17, "word": " الان", "probability": 0.6163330078125}, {"start": 1914.17, "end": 1914.33, "word": " من", "probability": 0.5244140625}, {"start": 1914.33, "end": 1914.47, "word": " ال", "probability": 0.9716796875}, {"start": 1914.47, "end": 1914.77, "word": " winner", "probability": 0.95751953125}, {"start": 1914.77, "end": 1915.99, "word": " ال", "probability": 0.73388671875}, {"start": 1915.99, "end": 1916.35, "word": " minimum", "probability": 0.97802734375}], "temperature": 1.0}, {"id": 79, "seek": 194475, "start": 1917.25, "end": 1944.75, "text": "أنا عندي تلات قيم هي ال .. ال .. المسافات مسافة ال input بالنسبة ل W1 مسافة ال input بالنسبة ل W2 مسافة ال input بالنسبة ل W3 مين اللي يحققله ال updating أو التعديل هو الأقرب لل input الأقرب لل input مين؟ دي تلاتة خلاص مدام دي تلاتة هات قيمة الطرح بينهم قيمة الطرح بينهم عندي", "tokens": [10721, 8315, 18871, 16254, 6055, 1211, 9307, 12174, 32640, 39896, 2423, 4386, 2423, 4386, 9673, 3794, 31845, 9307, 47524, 31845, 3660, 2423, 4846, 20666, 1863, 35457, 3660, 5296, 343, 16, 47524, 31845, 3660, 2423, 4846, 20666, 1863, 35457, 3660, 5296, 343, 17, 47524, 31845, 3660, 2423, 4846, 20666, 1863, 35457, 3660, 5296, 343, 18, 3714, 9957, 13672, 1829, 7251, 5016, 4587, 4587, 43761, 2423, 25113, 34051, 16712, 3615, 16254, 1211, 31439, 16247, 4587, 25513, 24976, 4846, 16247, 4587, 25513, 24976, 4846, 3714, 9957, 22807, 11778, 1829, 6055, 1211, 9307, 3660, 16490, 1211, 33546, 3714, 3215, 10943, 11778, 1829, 6055, 1211, 9307, 3660, 8032, 9307, 12174, 32640, 3660, 41950, 2288, 5016, 49374, 16095, 12174, 32640, 3660, 41950, 2288, 5016, 49374, 16095, 18871, 16254], "avg_logprob": -0.14748475948969522, "compression_ratio": 2.3247422680412373, "no_speech_prob": 2.6226043701171875e-06, "words": [{"start": 1917.25, "end": 1917.51, "word": "أنا", "probability": 0.703369140625}, {"start": 1917.51, "end": 1917.71, "word": " عندي", "probability": 0.85302734375}, {"start": 1917.71, "end": 1917.95, "word": " تلات", "probability": 0.7776692708333334}, {"start": 1917.95, "end": 1918.15, "word": " قيم", "probability": 0.8271484375}, {"start": 1918.15, "end": 1919.11, "word": " هي", "probability": 0.34423828125}, {"start": 1919.11, "end": 1920.77, "word": " ال", "probability": 0.337646484375}, {"start": 1920.77, "end": 1920.77, "word": " ..", "probability": 0.83154296875}, {"start": 1920.77, "end": 1921.03, "word": " ال", "probability": 0.8994140625}, {"start": 1921.03, "end": 1921.03, "word": " ..", "probability": 0.97265625}, {"start": 1921.03, "end": 1921.75, "word": " المسافات", "probability": 0.8896484375}, {"start": 1921.75, "end": 1923.23, "word": " مسافة", "probability": 0.98583984375}, {"start": 1923.23, "end": 1923.35, "word": " ال", "probability": 0.9873046875}, {"start": 1923.35, "end": 1923.69, "word": " input", "probability": 0.931640625}, {"start": 1923.69, "end": 1924.75, "word": " بالنسبة", "probability": 0.983642578125}, {"start": 1924.75, "end": 1924.83, "word": " ل", "probability": 0.90576171875}, {"start": 1924.83, "end": 1925.57, "word": " W1", "probability": 0.598388671875}, {"start": 1925.57, "end": 1926.27, "word": " مسافة", "probability": 0.9573567708333334}, {"start": 1926.27, "end": 1926.37, "word": " ال", "probability": 0.97607421875}, {"start": 1926.37, "end": 1926.59, "word": " input", "probability": 0.97509765625}, {"start": 1926.59, "end": 1926.97, "word": " بالنسبة", "probability": 0.990966796875}, {"start": 1926.97, "end": 1927.05, "word": " ل", "probability": 0.982421875}, {"start": 1927.05, "end": 1927.57, "word": " W2", "probability": 0.977783203125}, {"start": 1927.57, "end": 1928.15, "word": " مسافة", "probability": 0.9547526041666666}, {"start": 1928.15, "end": 1928.23, "word": " ال", "probability": 0.99169921875}, {"start": 1928.23, "end": 1928.39, "word": " input", "probability": 0.98388671875}, {"start": 1928.39, "end": 1928.77, "word": " بالنسبة", "probability": 0.99560546875}, {"start": 1928.77, "end": 1928.85, "word": " ل", "probability": 0.98681640625}, {"start": 1928.85, "end": 1930.01, "word": " W3", "probability": 0.909912109375}, {"start": 1930.01, "end": 1930.63, "word": " مين", "probability": 0.80224609375}, {"start": 1930.63, "end": 1930.77, "word": " اللي", "probability": 0.968017578125}, {"start": 1930.77, "end": 1931.33, "word": " يحققله", "probability": 0.6458251953125}, {"start": 1931.33, "end": 1931.79, "word": " ال", "probability": 0.94970703125}, {"start": 1931.79, "end": 1933.07, "word": " updating", "probability": 0.7314453125}, {"start": 1933.07, "end": 1933.35, "word": " أو", "probability": 0.77587890625}, {"start": 1933.35, "end": 1933.99, "word": " التعديل", "probability": 0.9471435546875}, {"start": 1933.99, "end": 1934.29, "word": " هو", "probability": 0.91162109375}, {"start": 1934.29, "end": 1934.89, "word": " الأقرب", "probability": 0.9728190104166666}, {"start": 1934.89, "end": 1935.23, "word": " لل", "probability": 0.79443359375}, {"start": 1935.23, "end": 1935.71, "word": " input", "probability": 0.9814453125}, {"start": 1935.71, "end": 1936.69, "word": " الأقرب", "probability": 0.9327799479166666}, {"start": 1936.69, "end": 1936.85, "word": " لل", "probability": 0.896484375}, {"start": 1936.85, "end": 1937.09, "word": " input", "probability": 0.98779296875}, {"start": 1937.09, "end": 1937.45, "word": " مين؟", "probability": 0.8365885416666666}, {"start": 1937.45, "end": 1937.59, "word": " دي", "probability": 0.96240234375}, {"start": 1937.59, "end": 1938.47, "word": " تلاتة", "probability": 0.9071044921875}, {"start": 1938.47, "end": 1938.95, "word": " خلاص", "probability": 0.9697265625}, {"start": 1938.95, "end": 1939.29, "word": " مدام", "probability": 0.7431640625}, {"start": 1939.29, "end": 1939.43, "word": " دي", "probability": 0.9853515625}, {"start": 1939.43, "end": 1940.11, "word": " تلاتة", "probability": 0.99267578125}, {"start": 1940.11, "end": 1940.47, "word": " هات", "probability": 0.795166015625}, {"start": 1940.47, "end": 1940.75, "word": " قيمة", "probability": 0.9944661458333334}, {"start": 1940.75, "end": 1941.07, "word": " الطرح", "probability": 0.865234375}, {"start": 1941.07, "end": 1941.63, "word": " بينهم", "probability": 0.989501953125}, {"start": 1941.63, "end": 1943.23, "word": " قيمة", "probability": 0.89892578125}, {"start": 1943.23, "end": 1943.49, "word": " الطرح", "probability": 0.9830729166666666}, {"start": 1943.49, "end": 1943.91, "word": " بينهم", "probability": 0.994873046875}, {"start": 1943.91, "end": 1944.75, "word": " عندي", "probability": 0.6253662109375}], "temperature": 1.0}, {"id": 80, "seek": 197339, "start": 1946.23, "end": 1973.39, "text": "الـ 0.27 هدي بتتعدل وعند ال 0.81 بتتعدل ممتاز مافيش أسهل من هيك فباجي بامسك ال 0.27 هدي 0.27 أو بلاش ال 0.27 مباشرة خليني أعملها على الخطوطين عشان ما تتخربطوش ال 0.52 ال input ناقص ال weight نفسها ناقص", "tokens": [6027, 39184, 1958, 13, 10076, 8032, 16254, 39894, 2655, 22488, 1211, 4032, 3615, 41260, 2423, 1958, 13, 32875, 39894, 2655, 22488, 1211, 3714, 2304, 2655, 31377, 19446, 41185, 8592, 5551, 3794, 3224, 1211, 9154, 39896, 4117, 6156, 3555, 26108, 1829, 4724, 10943, 3794, 4117, 2423, 1958, 13, 10076, 8032, 16254, 1958, 13, 10076, 34051, 4724, 1211, 33599, 2423, 1958, 13, 10076, 3714, 3555, 33599, 25720, 16490, 1211, 9957, 1829, 5551, 25957, 1211, 11296, 15844, 33962, 9566, 2407, 9566, 9957, 6225, 8592, 7649, 19446, 6055, 2655, 9778, 25513, 9566, 2407, 8592, 2423, 1958, 13, 17602, 2423, 4846, 8717, 995, 4587, 9381, 2423, 3364, 8717, 36178, 11296, 8717, 995, 4587, 9381], "avg_logprob": -0.1978693199428645, "compression_ratio": 1.6237623762376239, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 1946.23, "end": 1946.63, "word": "الـ", "probability": 0.580322265625}, {"start": 1946.63, "end": 1946.77, "word": " 0", "probability": 0.75146484375}, {"start": 1946.77, "end": 1947.61, "word": ".27", "probability": 0.97265625}, {"start": 1947.61, "end": 1948.01, "word": " هدي", "probability": 0.33099365234375}, {"start": 1948.01, "end": 1948.77, "word": " بتتعدل", "probability": 0.748291015625}, {"start": 1948.77, "end": 1949.69, "word": " وعند", "probability": 0.81494140625}, {"start": 1949.69, "end": 1949.81, "word": " ال", "probability": 0.5693359375}, {"start": 1949.81, "end": 1949.95, "word": " 0", "probability": 0.54443359375}, {"start": 1949.95, "end": 1950.63, "word": ".81", "probability": 0.873046875}, {"start": 1950.63, "end": 1952.03, "word": " بتتعدل", "probability": 0.93017578125}, {"start": 1952.03, "end": 1953.33, "word": " ممتاز", "probability": 0.914306640625}, {"start": 1953.33, "end": 1955.33, "word": " مافيش", "probability": 0.6173095703125}, {"start": 1955.33, "end": 1955.51, "word": " أسهل", "probability": 0.90771484375}, {"start": 1955.51, "end": 1955.65, "word": " من", "probability": 0.95947265625}, {"start": 1955.65, "end": 1955.97, "word": " هيك", "probability": 0.6612548828125}, {"start": 1955.97, "end": 1956.47, "word": " فباجي", "probability": 0.7244873046875}, {"start": 1956.47, "end": 1956.87, "word": " بامسك", "probability": 0.85064697265625}, {"start": 1956.87, "end": 1957.27, "word": " ال", "probability": 0.904296875}, {"start": 1957.27, "end": 1957.43, "word": " 0", "probability": 0.74169921875}, {"start": 1957.43, "end": 1958.39, "word": ".27", "probability": 0.9951171875}, {"start": 1958.39, "end": 1959.27, "word": " هدي", "probability": 0.876220703125}, {"start": 1959.27, "end": 1960.09, "word": " 0", "probability": 0.27197265625}, {"start": 1960.09, "end": 1961.37, "word": ".27", "probability": 0.94580078125}, {"start": 1961.37, "end": 1961.95, "word": " أو", "probability": 0.728515625}, {"start": 1961.95, "end": 1962.29, "word": " بلاش", "probability": 0.9112955729166666}, {"start": 1962.29, "end": 1962.47, "word": " ال", "probability": 0.7236328125}, {"start": 1962.47, "end": 1962.65, "word": " 0", "probability": 0.456298828125}, {"start": 1962.65, "end": 1962.85, "word": ".27", "probability": 0.990966796875}, {"start": 1962.85, "end": 1963.45, "word": " مباشرة", "probability": 0.951171875}, {"start": 1963.45, "end": 1964.07, "word": " خليني", "probability": 0.8289794921875}, {"start": 1964.07, "end": 1964.37, "word": " أعملها", "probability": 0.877685546875}, {"start": 1964.37, "end": 1964.47, "word": " على", "probability": 0.876953125}, {"start": 1964.47, "end": 1964.91, "word": " الخطوطين", "probability": 0.9408203125}, {"start": 1964.91, "end": 1965.11, "word": " عشان", "probability": 0.9583333333333334}, {"start": 1965.11, "end": 1965.19, "word": " ما", "probability": 0.55224609375}, {"start": 1965.19, "end": 1965.81, "word": " تتخربطوش", "probability": 0.9045061383928571}, {"start": 1965.81, "end": 1966.45, "word": " ال", "probability": 0.8896484375}, {"start": 1966.45, "end": 1966.71, "word": " 0", "probability": 0.94873046875}, {"start": 1966.71, "end": 1968.13, "word": ".52", "probability": 0.928466796875}, {"start": 1968.13, "end": 1969.33, "word": " ال", "probability": 0.814453125}, {"start": 1969.33, "end": 1969.71, "word": " input", "probability": 0.98828125}, {"start": 1969.71, "end": 1971.03, "word": " ناقص", "probability": 0.972900390625}, {"start": 1971.03, "end": 1971.35, "word": " ال", "probability": 0.9892578125}, {"start": 1971.35, "end": 1971.57, "word": " weight", "probability": 0.9384765625}, {"start": 1971.57, "end": 1972.23, "word": " نفسها", "probability": 0.98974609375}, {"start": 1972.23, "end": 1973.39, "word": " ناقص", "probability": 0.9942626953125}], "temperature": 1.0}, {"id": 81, "seek": 200451, "start": 1976.01, "end": 2004.51, "text": "اه احنا بنعدلش رقم واحد احنا بنعدل ال winner ال winner اللي هو مين تلاتة فبنطرح O point أربعة تلاتة عشان نضربها بعدين في Alpha Alpha جدش ماخدينها عادة O point one في الغالب O point one مصبوط O point one هذا بيساوي Delta W مين Delta W اللي هي تاعة الأربعة تلاتة فاصلة أربعة تلاتة هذه إيش اسمها واحد تلاتة", "tokens": [40294, 1975, 5016, 8315, 44945, 22488, 1211, 8592, 12602, 4587, 2304, 36764, 24401, 1975, 5016, 8315, 44945, 22488, 1211, 2423, 8507, 2423, 8507, 13672, 1829, 31439, 3714, 9957, 6055, 1211, 9307, 3660, 6156, 3555, 1863, 9566, 2288, 5016, 422, 935, 5551, 25513, 27884, 6055, 1211, 9307, 3660, 6225, 8592, 7649, 8717, 11242, 25513, 11296, 39182, 9957, 8978, 20588, 20588, 10874, 3215, 8592, 3714, 47283, 3215, 9957, 11296, 6225, 18513, 3660, 422, 935, 472, 8978, 6024, 118, 6027, 3555, 422, 935, 472, 3714, 9381, 3555, 2407, 9566, 422, 935, 472, 23758, 4724, 1829, 3794, 995, 45865, 18183, 343, 3714, 9957, 18183, 343, 13672, 1829, 39896, 6055, 995, 27884, 16247, 25513, 27884, 6055, 1211, 9307, 3660, 6156, 33546, 37977, 5551, 25513, 27884, 6055, 1211, 9307, 3660, 29538, 11933, 1829, 8592, 24525, 2304, 11296, 36764, 24401, 6055, 1211, 9307, 3660], "avg_logprob": -0.18478260977544647, "compression_ratio": 1.97119341563786, "no_speech_prob": 9.179115295410156e-06, "words": [{"start": 1976.01, "end": 1976.61, "word": "اه", "probability": 0.09979248046875}, {"start": 1976.61, "end": 1976.79, "word": " احنا", "probability": 0.8751627604166666}, {"start": 1976.79, "end": 1977.33, "word": " بنعدلش", "probability": 0.7669677734375}, {"start": 1977.33, "end": 1977.59, "word": " رقم", "probability": 0.9181315104166666}, {"start": 1977.59, "end": 1977.87, "word": " واحد", "probability": 0.84716796875}, {"start": 1977.87, "end": 1978.09, "word": " احنا", "probability": 0.8346354166666666}, {"start": 1978.09, "end": 1978.49, "word": " بنعدل", "probability": 0.95947265625}, {"start": 1978.49, "end": 1978.61, "word": " ال", "probability": 0.9775390625}, {"start": 1978.61, "end": 1978.81, "word": " winner", "probability": 0.9052734375}, {"start": 1978.81, "end": 1979.05, "word": " ال", "probability": 0.93408203125}, {"start": 1979.05, "end": 1979.25, "word": " winner", "probability": 0.98193359375}, {"start": 1979.25, "end": 1979.39, "word": " اللي", "probability": 0.923583984375}, {"start": 1979.39, "end": 1979.57, "word": " هو", "probability": 0.97216796875}, {"start": 1979.57, "end": 1979.83, "word": " مين", "probability": 0.735107421875}, {"start": 1979.83, "end": 1980.93, "word": " تلاتة", "probability": 0.81683349609375}, {"start": 1980.93, "end": 1982.53, "word": " فبنطرح", "probability": 0.910400390625}, {"start": 1982.53, "end": 1983.07, "word": " O", "probability": 0.26953125}, {"start": 1983.07, "end": 1983.35, "word": " point", "probability": 0.432373046875}, {"start": 1983.35, "end": 1983.81, "word": " أربعة", "probability": 0.7511393229166666}, {"start": 1983.81, "end": 1984.39, "word": " تلاتة", "probability": 0.9796142578125}, {"start": 1984.39, "end": 1987.15, "word": " عشان", "probability": 0.9889322916666666}, {"start": 1987.15, "end": 1988.03, "word": " نضربها", "probability": 0.987060546875}, {"start": 1988.03, "end": 1988.31, "word": " بعدين", "probability": 0.8544921875}, {"start": 1988.31, "end": 1988.43, "word": " في", "probability": 0.95556640625}, {"start": 1988.43, "end": 1988.63, "word": " Alpha", "probability": 0.56494140625}, {"start": 1988.63, "end": 1988.85, "word": " Alpha", "probability": 0.53076171875}, {"start": 1988.85, "end": 1989.19, "word": " جدش", "probability": 0.7605794270833334}, {"start": 1989.19, "end": 1989.67, "word": " ماخدينها", "probability": 0.8791015625}, {"start": 1989.67, "end": 1989.99, "word": " عادة", "probability": 0.9874674479166666}, {"start": 1989.99, "end": 1990.17, "word": " O", "probability": 0.8876953125}, {"start": 1990.17, "end": 1990.39, "word": " point", "probability": 0.88818359375}, {"start": 1990.39, "end": 1990.57, "word": " one", "probability": 0.89404296875}, {"start": 1990.57, "end": 1990.71, "word": " في", "probability": 0.85107421875}, {"start": 1990.71, "end": 1991.21, "word": " الغالب", "probability": 0.990234375}, {"start": 1991.21, "end": 1991.79, "word": " O", "probability": 0.751953125}, {"start": 1991.79, "end": 1991.95, "word": " point", "probability": 0.9462890625}, {"start": 1991.95, "end": 1992.15, "word": " one", "probability": 0.958984375}, {"start": 1992.15, "end": 1992.69, "word": " مصبوط", "probability": 0.86552734375}, {"start": 1992.69, "end": 1993.37, "word": " O", "probability": 0.61328125}, {"start": 1993.37, "end": 1993.63, "word": " point", "probability": 0.9580078125}, {"start": 1993.63, "end": 1993.87, "word": " one", "probability": 0.96875}, {"start": 1993.87, "end": 1994.11, "word": " هذا", "probability": 0.81689453125}, {"start": 1994.11, "end": 1994.57, "word": " بيساوي", "probability": 0.91708984375}, {"start": 1994.57, "end": 1995.39, "word": " Delta", "probability": 0.6904296875}, {"start": 1995.39, "end": 1996.63, "word": " W", "probability": 0.90283203125}, {"start": 1996.63, "end": 1997.25, "word": " مين", "probability": 0.621826171875}, {"start": 1997.25, "end": 1998.47, "word": " Delta", "probability": 0.615234375}, {"start": 1998.47, "end": 1998.77, "word": " W", "probability": 0.97216796875}, {"start": 1998.77, "end": 1998.89, "word": " اللي", "probability": 0.949462890625}, {"start": 1998.89, "end": 1999.03, "word": " هي", "probability": 0.9140625}, {"start": 1999.03, "end": 1999.23, "word": " تاعة", "probability": 0.508056640625}, {"start": 1999.23, "end": 1999.87, "word": " الأربعة", "probability": 0.8623046875}, {"start": 1999.87, "end": 2000.77, "word": " تلاتة", "probability": 0.9871826171875}, {"start": 2000.77, "end": 2001.13, "word": " فاصلة", "probability": 0.8984375}, {"start": 2001.13, "end": 2001.39, "word": " أربعة", "probability": 0.9345703125}, {"start": 2001.39, "end": 2001.81, "word": " تلاتة", "probability": 0.990966796875}, {"start": 2001.81, "end": 2002.17, "word": " هذه", "probability": 0.48486328125}, {"start": 2002.17, "end": 2002.35, "word": " إيش", "probability": 0.8069661458333334}, {"start": 2002.35, "end": 2002.79, "word": " اسمها", "probability": 0.939453125}, {"start": 2002.79, "end": 2003.73, "word": " واحد", "probability": 0.904541015625}, {"start": 2003.73, "end": 2004.51, "word": " تلاتة", "probability": 0.9896240234375}], "temperature": 1.0}, {"id": 82, "seek": 202781, "start": 2005.69, "end": 2027.81, "text": "1 3 و بنطلع قيمة طيب .. طيب Delta W 2 3 هتسوى برضه الـ O point 1 اللي هي Alpha مضروبة في مين؟ O point 1 2 minus 2 1 برضه عشان نطلع قيمة جهدش طلع القيام", "tokens": [16, 805, 4032, 44945, 9566, 1211, 3615, 12174, 32640, 3660, 23032, 1829, 3555, 4386, 23032, 1829, 3555, 18183, 343, 568, 805, 8032, 2655, 3794, 2407, 7578, 4724, 43042, 3224, 2423, 39184, 422, 935, 502, 13672, 1829, 39896, 20588, 3714, 11242, 32887, 49401, 8978, 3714, 9957, 22807, 422, 935, 502, 568, 3175, 568, 502, 4724, 43042, 3224, 6225, 8592, 7649, 8717, 9566, 1211, 3615, 12174, 32640, 3660, 10874, 3224, 3215, 8592, 23032, 1211, 3615, 25062, 1829, 10943], "avg_logprob": -0.3003246768728479, "compression_ratio": 1.4037267080745341, "no_speech_prob": 8.106231689453125e-06, "words": [{"start": 2005.69, "end": 2006.13, "word": "1", "probability": 0.30029296875}, {"start": 2006.13, "end": 2006.63, "word": " 3", "probability": 0.294189453125}, {"start": 2006.63, "end": 2007.31, "word": " و", "probability": 0.69091796875}, {"start": 2007.31, "end": 2007.75, "word": " بنطلع", "probability": 0.820556640625}, {"start": 2007.75, "end": 2008.35, "word": " قيمة", "probability": 0.853515625}, {"start": 2008.35, "end": 2008.97, "word": " طيب", "probability": 0.762451171875}, {"start": 2008.97, "end": 2009.07, "word": " ..", "probability": 0.52880859375}, {"start": 2009.07, "end": 2009.97, "word": " طيب", "probability": 0.9288736979166666}, {"start": 2009.97, "end": 2010.95, "word": " Delta", "probability": 0.150146484375}, {"start": 2010.95, "end": 2011.61, "word": " W", "probability": 0.5947265625}, {"start": 2011.61, "end": 2012.01, "word": " 2", "probability": 0.5908203125}, {"start": 2012.01, "end": 2012.49, "word": " 3", "probability": 0.9736328125}, {"start": 2012.49, "end": 2012.99, "word": " هتسوى", "probability": 0.78095703125}, {"start": 2012.99, "end": 2013.23, "word": " برضه", "probability": 0.92919921875}, {"start": 2013.23, "end": 2013.41, "word": " الـ", "probability": 0.566650390625}, {"start": 2013.41, "end": 2013.53, "word": " O", "probability": 0.50537109375}, {"start": 2013.53, "end": 2013.79, "word": " point", "probability": 0.50390625}, {"start": 2013.79, "end": 2014.11, "word": " 1", "probability": 0.71875}, {"start": 2014.11, "end": 2014.83, "word": " اللي", "probability": 0.902587890625}, {"start": 2014.83, "end": 2014.97, "word": " هي", "probability": 0.66796875}, {"start": 2014.97, "end": 2015.37, "word": " Alpha", "probability": 0.6845703125}, {"start": 2015.37, "end": 2017.39, "word": " مضروبة", "probability": 0.87060546875}, {"start": 2017.39, "end": 2017.53, "word": " في", "probability": 0.92822265625}, {"start": 2017.53, "end": 2018.11, "word": " مين؟", "probability": 0.7665201822916666}, {"start": 2018.11, "end": 2018.33, "word": " O", "probability": 0.88525390625}, {"start": 2018.33, "end": 2018.87, "word": " point", "probability": 0.83935546875}, {"start": 2018.87, "end": 2020.09, "word": " 1", "probability": 0.422607421875}, {"start": 2020.09, "end": 2020.57, "word": " 2", "probability": 0.82763671875}, {"start": 2020.57, "end": 2021.53, "word": " minus", "probability": 0.301025390625}, {"start": 2021.53, "end": 2022.21, "word": " 2", "probability": 0.91064453125}, {"start": 2022.21, "end": 2022.63, "word": " 1", "probability": 0.95556640625}, {"start": 2022.63, "end": 2025.85, "word": " برضه", "probability": 0.9635416666666666}, {"start": 2025.85, "end": 2026.05, "word": " عشان", "probability": 0.97705078125}, {"start": 2026.05, "end": 2026.41, "word": " نطلع", "probability": 0.9925537109375}, {"start": 2026.41, "end": 2026.81, "word": " قيمة", "probability": 0.9788411458333334}, {"start": 2026.81, "end": 2027.25, "word": " جهدش", "probability": 0.453887939453125}, {"start": 2027.25, "end": 2027.45, "word": " طلع", "probability": 0.9269205729166666}, {"start": 2027.45, "end": 2027.81, "word": " القيام", "probability": 0.84912109375}], "temperature": 1.0}, {"id": 83, "seek": 205067, "start": 2030.13, "end": 2050.67, "text": "0.01 و 0.01 هذا القيمة هذه الـ 0.01 المفروض أنها تروح تنجمع مع مين كـ Delta لأن في نهاية Delta هتنجمع مع الـ W نفسها فالـ W نفسها كانت 43 من 100 زائد 1 من 100", "tokens": [15, 13, 10607, 4032, 1958, 13, 10607, 23758, 25062, 32640, 3660, 29538, 2423, 39184, 1958, 13, 10607, 9673, 5172, 32887, 11242, 14739, 11296, 6055, 32887, 5016, 6055, 1863, 7435, 2304, 3615, 20449, 3714, 9957, 9122, 39184, 18183, 5296, 33456, 8978, 8717, 11296, 10632, 18183, 8032, 2655, 1863, 7435, 2304, 3615, 20449, 2423, 39184, 343, 8717, 36178, 11296, 6156, 6027, 39184, 343, 8717, 36178, 11296, 25961, 2655, 17914, 9154, 2319, 30767, 16373, 3215, 502, 9154, 2319], "avg_logprob": -0.2053865084522649, "compression_ratio": 1.6209150326797386, "no_speech_prob": 5.0067901611328125e-06, "words": [{"start": 2030.13, "end": 2030.39, "word": "0", "probability": 0.54296875}, {"start": 2030.39, "end": 2031.21, "word": ".01", "probability": 0.958251953125}, {"start": 2031.21, "end": 2031.73, "word": " و", "probability": 0.3017578125}, {"start": 2031.73, "end": 2031.89, "word": " 0", "probability": 0.62890625}, {"start": 2031.89, "end": 2033.15, "word": ".01", "probability": 0.91845703125}, {"start": 2033.15, "end": 2034.21, "word": " هذا", "probability": 0.5400390625}, {"start": 2034.21, "end": 2034.79, "word": " القيمة", "probability": 0.9083658854166666}, {"start": 2034.79, "end": 2035.03, "word": " هذه", "probability": 0.42822265625}, {"start": 2035.03, "end": 2035.17, "word": " الـ", "probability": 0.6025390625}, {"start": 2035.17, "end": 2035.27, "word": " 0", "probability": 0.75048828125}, {"start": 2035.27, "end": 2036.71, "word": ".01", "probability": 0.985107421875}, {"start": 2036.71, "end": 2037.79, "word": " المفروض", "probability": 0.9886474609375}, {"start": 2037.79, "end": 2037.95, "word": " أنها", "probability": 0.447998046875}, {"start": 2037.95, "end": 2038.23, "word": " تروح", "probability": 0.8528645833333334}, {"start": 2038.23, "end": 2038.85, "word": " تنجمع", "probability": 0.9716796875}, {"start": 2038.85, "end": 2039.15, "word": " مع", "probability": 0.9912109375}, {"start": 2039.15, "end": 2039.47, "word": " مين", "probability": 0.95068359375}, {"start": 2039.47, "end": 2040.69, "word": " كـ", "probability": 0.4217529296875}, {"start": 2040.69, "end": 2040.91, "word": " Delta", "probability": 0.55224609375}, {"start": 2040.91, "end": 2041.29, "word": " لأن", "probability": 0.84716796875}, {"start": 2041.29, "end": 2041.45, "word": " في", "probability": 0.62451171875}, {"start": 2041.45, "end": 2041.75, "word": " نهاية", "probability": 0.8053385416666666}, {"start": 2041.75, "end": 2042.07, "word": " Delta", "probability": 0.5810546875}, {"start": 2042.07, "end": 2042.85, "word": " هتنجمع", "probability": 0.8724772135416666}, {"start": 2042.85, "end": 2043.09, "word": " مع", "probability": 0.96875}, {"start": 2043.09, "end": 2043.69, "word": " الـ", "probability": 0.9091796875}, {"start": 2043.69, "end": 2043.87, "word": " W", "probability": 0.685546875}, {"start": 2043.87, "end": 2044.37, "word": " نفسها", "probability": 0.9895833333333334}, {"start": 2044.37, "end": 2045.05, "word": " فالـ", "probability": 0.8977864583333334}, {"start": 2045.05, "end": 2045.21, "word": " W", "probability": 0.92919921875}, {"start": 2045.21, "end": 2045.53, "word": " نفسها", "probability": 0.966796875}, {"start": 2045.53, "end": 2045.93, "word": " كانت", "probability": 0.965087890625}, {"start": 2045.93, "end": 2046.75, "word": " 43", "probability": 0.87451171875}, {"start": 2046.75, "end": 2047.17, "word": " من", "probability": 0.65234375}, {"start": 2047.17, "end": 2047.45, "word": " 100", "probability": 0.80224609375}, {"start": 2047.45, "end": 2049.05, "word": " زائد", "probability": 0.7691243489583334}, {"start": 2049.05, "end": 2050.09, "word": " 1", "probability": 0.8759765625}, {"start": 2050.09, "end": 2050.39, "word": " من", "probability": 0.9853515625}, {"start": 2050.39, "end": 2050.67, "word": " 100", "probability": 0.89306640625}], "temperature": 1.0}, {"id": 84, "seek": 207800, "start": 2052.28, "end": 2078.0, "text": "والاحداث التاني 21 من 100 زائد 1 من 100 عشان يحصل .. نحصل طبعا التاني هنا هتكون بالسالب ال term الأول ناجس عن التاني بالسالب عشان يطلع عندي weight جديد لمين؟ ل W3 بس طب إيش حكاية W1 و W2؟ ملهومش هدول losers هدول خسرانين لا يحقلهم إنه يتعدلوا", "tokens": [2407, 6027, 995, 24401, 5718, 104, 16712, 7649, 1829, 5080, 9154, 2319, 30767, 16373, 3215, 502, 9154, 2319, 6225, 8592, 7649, 7251, 5016, 36520, 4386, 8717, 5016, 36520, 23032, 3555, 3615, 995, 16712, 7649, 1829, 34105, 8032, 2655, 30544, 20666, 3794, 6027, 3555, 2423, 1433, 16247, 12610, 8717, 26108, 3794, 18871, 16712, 7649, 1829, 20666, 3794, 6027, 3555, 6225, 8592, 7649, 7251, 9566, 1211, 3615, 18871, 16254, 3364, 10874, 16254, 3215, 32767, 9957, 22807, 5296, 343, 18, 4724, 3794, 23032, 3555, 11933, 1829, 8592, 11331, 4117, 995, 10632, 343, 16, 4032, 343, 17, 22807, 3714, 43761, 20498, 8592, 8032, 3215, 12610, 37713, 8032, 3215, 12610, 16490, 3794, 2288, 7649, 9957, 20193, 7251, 5016, 4587, 1211, 16095, 36145, 3224, 7251, 2655, 22488, 1211, 14407], "avg_logprob": -0.1852318555597336, "compression_ratio": 1.6778242677824269, "no_speech_prob": 1.7881393432617188e-06, "words": [{"start": 2052.2799999999997, "end": 2053.2, "word": "والاحداث", "probability": 0.7845052083333334}, {"start": 2053.2, "end": 2053.66, "word": " التاني", "probability": 0.8570963541666666}, {"start": 2053.66, "end": 2054.68, "word": " 21", "probability": 0.8193359375}, {"start": 2054.68, "end": 2055.32, "word": " من", "probability": 0.8251953125}, {"start": 2055.32, "end": 2055.84, "word": " 100", "probability": 0.8046875}, {"start": 2055.84, "end": 2057.18, "word": " زائد", "probability": 0.6857096354166666}, {"start": 2057.18, "end": 2057.42, "word": " 1", "probability": 0.78955078125}, {"start": 2057.42, "end": 2057.64, "word": " من", "probability": 0.97900390625}, {"start": 2057.64, "end": 2057.96, "word": " 100", "probability": 0.8798828125}, {"start": 2057.96, "end": 2058.54, "word": " عشان", "probability": 0.9401041666666666}, {"start": 2058.54, "end": 2058.84, "word": " يحصل", "probability": 0.8069661458333334}, {"start": 2058.84, "end": 2058.92, "word": " ..", "probability": 0.475341796875}, {"start": 2058.92, "end": 2059.26, "word": " نحصل", "probability": 0.8631184895833334}, {"start": 2059.26, "end": 2060.22, "word": " طبعا", "probability": 0.8350830078125}, {"start": 2060.22, "end": 2060.5, "word": " التاني", "probability": 0.9518229166666666}, {"start": 2060.5, "end": 2060.62, "word": " هنا", "probability": 0.515625}, {"start": 2060.62, "end": 2060.9, "word": " هتكون", "probability": 0.94677734375}, {"start": 2060.9, "end": 2061.56, "word": " بالسالب", "probability": 0.9111328125}, {"start": 2061.56, "end": 2062.32, "word": " ال", "probability": 0.5869140625}, {"start": 2062.32, "end": 2062.54, "word": " term", "probability": 0.87939453125}, {"start": 2062.54, "end": 2062.8, "word": " الأول", "probability": 0.9306640625}, {"start": 2062.8, "end": 2063.16, "word": " ناجس", "probability": 0.9055989583333334}, {"start": 2063.16, "end": 2063.3, "word": " عن", "probability": 0.92724609375}, {"start": 2063.3, "end": 2063.76, "word": " التاني", "probability": 0.9812825520833334}, {"start": 2063.76, "end": 2065.12, "word": " بالسالب", "probability": 0.94580078125}, {"start": 2065.12, "end": 2065.96, "word": " عشان", "probability": 0.9910481770833334}, {"start": 2065.96, "end": 2066.26, "word": " يطلع", "probability": 0.98876953125}, {"start": 2066.26, "end": 2066.5, "word": " عندي", "probability": 0.644775390625}, {"start": 2066.5, "end": 2066.68, "word": " weight", "probability": 0.8818359375}, {"start": 2066.68, "end": 2067.2, "word": " جديد", "probability": 0.9833984375}, {"start": 2067.2, "end": 2068.16, "word": " لمين؟", "probability": 0.669921875}, {"start": 2068.16, "end": 2068.28, "word": " ل", "probability": 0.94287109375}, {"start": 2068.28, "end": 2068.9, "word": " W3", "probability": 0.564697265625}, {"start": 2068.9, "end": 2069.5, "word": " بس", "probability": 0.952880859375}, {"start": 2069.5, "end": 2069.86, "word": " طب", "probability": 0.84814453125}, {"start": 2069.86, "end": 2070.08, "word": " إيش", "probability": 0.748291015625}, {"start": 2070.08, "end": 2070.42, "word": " حكاية", "probability": 0.8822021484375}, {"start": 2070.42, "end": 2070.88, "word": " W1", "probability": 0.887451171875}, {"start": 2070.88, "end": 2071.04, "word": " و", "probability": 0.98095703125}, {"start": 2071.04, "end": 2071.5, "word": " W2؟", "probability": 0.756591796875}, {"start": 2071.5, "end": 2072.08, "word": " ملهومش", "probability": 0.79736328125}, {"start": 2072.08, "end": 2073.18, "word": " هدول", "probability": 0.8291015625}, {"start": 2073.18, "end": 2073.64, "word": " losers", "probability": 0.97021484375}, {"start": 2073.64, "end": 2074.72, "word": " هدول", "probability": 0.9088541666666666}, {"start": 2074.72, "end": 2075.4, "word": " خسرانين", "probability": 0.9015625}, {"start": 2075.4, "end": 2076.12, "word": " لا", "probability": 0.3271484375}, {"start": 2076.12, "end": 2076.98, "word": " يحقلهم", "probability": 0.882421875}, {"start": 2076.98, "end": 2077.42, "word": " إنه", "probability": 0.5948486328125}, {"start": 2077.42, "end": 2078.0, "word": " يتعدلوا", "probability": 0.940234375}], "temperature": 1.0}, {"id": 85, "seek": 210446, "start": 2078.73, "end": 2104.47, "text": "تمام and so on و بهذا الشكل و بهذا الشكل طيب انلخص ال algorithm نفسه ك algorithm مبدأيا بنعمل initialization لاقى ال weights مش مشكلة بعدك بنعمل عملية ال activation and similarity matching عملية ال matching لل similarities بتاعتنا فال activation كل اللي بنعمله انه اعمل اجيب ال output بس انه output انا ماعنديش output", "tokens": [39237, 10943, 293, 370, 322, 4032, 39627, 15730, 25124, 28820, 4032, 39627, 15730, 25124, 28820, 23032, 1829, 3555, 16472, 1211, 9778, 9381, 2423, 9284, 8717, 36178, 3224, 9122, 9284, 3714, 44510, 10721, 25528, 44945, 25957, 1211, 5883, 2144, 20193, 4587, 7578, 2423, 17443, 37893, 37893, 28820, 3660, 39182, 4117, 44945, 25957, 1211, 6225, 42213, 10632, 2423, 24433, 293, 32194, 14324, 6225, 42213, 10632, 2423, 14324, 24976, 24197, 39894, 995, 34268, 8315, 6156, 6027, 24433, 28242, 13672, 1829, 44945, 25957, 43761, 16472, 3224, 1975, 25957, 1211, 1975, 7435, 1829, 3555, 2423, 5598, 4724, 3794, 16472, 3224, 5598, 1975, 8315, 19446, 3615, 1863, 16254, 8592, 5598], "avg_logprob": -0.1538690442130679, "compression_ratio": 1.8724279835390947, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2078.73, "end": 2079.19, "word": "تمام", "probability": 0.7264404296875}, {"start": 2079.19, "end": 2079.65, "word": " and", "probability": 0.446533203125}, {"start": 2079.65, "end": 2079.75, "word": " so", "probability": 0.75732421875}, {"start": 2079.75, "end": 2079.87, "word": " on", "probability": 0.93212890625}, {"start": 2079.87, "end": 2079.93, "word": " و", "probability": 0.375732421875}, {"start": 2079.93, "end": 2080.17, "word": " بهذا", "probability": 0.940185546875}, {"start": 2080.17, "end": 2080.51, "word": " الشكل", "probability": 0.986083984375}, {"start": 2080.51, "end": 2080.87, "word": " و", "probability": 0.62548828125}, {"start": 2080.87, "end": 2081.25, "word": " بهذا", "probability": 0.943115234375}, {"start": 2081.25, "end": 2081.77, "word": " الشكل", "probability": 0.98291015625}, {"start": 2081.77, "end": 2082.31, "word": " طيب", "probability": 0.9207356770833334}, {"start": 2082.31, "end": 2082.95, "word": " انلخص", "probability": 0.8446044921875}, {"start": 2082.95, "end": 2083.03, "word": " ال", "probability": 0.94677734375}, {"start": 2083.03, "end": 2083.35, "word": " algorithm", "probability": 0.8095703125}, {"start": 2083.35, "end": 2083.99, "word": " نفسه", "probability": 0.9962565104166666}, {"start": 2083.99, "end": 2084.25, "word": " ك", "probability": 0.88818359375}, {"start": 2084.25, "end": 2084.69, "word": " algorithm", "probability": 0.74365234375}, {"start": 2084.69, "end": 2085.79, "word": " مبدأيا", "probability": 0.8115234375}, {"start": 2085.79, "end": 2086.31, "word": " بنعمل", "probability": 0.9357096354166666}, {"start": 2086.31, "end": 2087.49, "word": " initialization", "probability": 0.9423828125}, {"start": 2087.49, "end": 2088.09, "word": " لاقى", "probability": 0.562255859375}, {"start": 2088.09, "end": 2088.15, "word": " ال", "probability": 0.99365234375}, {"start": 2088.15, "end": 2088.51, "word": " weights", "probability": 0.822265625}, {"start": 2088.51, "end": 2088.83, "word": " مش", "probability": 0.73388671875}, {"start": 2088.83, "end": 2089.91, "word": " مشكلة", "probability": 0.9835611979166666}, {"start": 2089.91, "end": 2091.45, "word": " بعدك", "probability": 0.571044921875}, {"start": 2091.45, "end": 2091.83, "word": " بنعمل", "probability": 0.9694010416666666}, {"start": 2091.83, "end": 2092.07, "word": " عملية", "probability": 0.9921875}, {"start": 2092.07, "end": 2092.17, "word": " ال", "probability": 0.94775390625}, {"start": 2092.17, "end": 2092.59, "word": " activation", "probability": 0.97998046875}, {"start": 2092.59, "end": 2093.11, "word": " and", "probability": 0.92529296875}, {"start": 2093.11, "end": 2093.87, "word": " similarity", "probability": 0.94580078125}, {"start": 2093.87, "end": 2095.13, "word": " matching", "probability": 0.68359375}, {"start": 2095.13, "end": 2095.45, "word": " عملية", "probability": 0.96337890625}, {"start": 2095.45, "end": 2095.79, "word": " ال", "probability": 0.9404296875}, {"start": 2095.79, "end": 2096.17, "word": " matching", "probability": 0.8408203125}, {"start": 2096.17, "end": 2096.35, "word": " لل", "probability": 0.50244140625}, {"start": 2096.35, "end": 2096.87, "word": " similarities", "probability": 0.962890625}, {"start": 2096.87, "end": 2097.59, "word": " بتاعتنا", "probability": 0.9873046875}, {"start": 2097.59, "end": 2097.93, "word": " فال", "probability": 0.888916015625}, {"start": 2097.93, "end": 2098.35, "word": " activation", "probability": 0.9755859375}, {"start": 2098.35, "end": 2099.61, "word": " كل", "probability": 0.96484375}, {"start": 2099.61, "end": 2099.73, "word": " اللي", "probability": 0.947021484375}, {"start": 2099.73, "end": 2100.21, "word": " بنعمله", "probability": 0.9521484375}, {"start": 2100.21, "end": 2100.87, "word": " انه", "probability": 0.747802734375}, {"start": 2100.87, "end": 2101.41, "word": " اعمل", "probability": 0.8421223958333334}, {"start": 2101.41, "end": 2102.19, "word": " اجيب", "probability": 0.9208984375}, {"start": 2102.19, "end": 2102.29, "word": " ال", "probability": 0.95166015625}, {"start": 2102.29, "end": 2102.53, "word": " output", "probability": 0.9912109375}, {"start": 2102.53, "end": 2102.79, "word": " بس", "probability": 0.965087890625}, {"start": 2102.79, "end": 2103.01, "word": " انه", "probability": 0.74365234375}, {"start": 2103.01, "end": 2103.49, "word": " output", "probability": 0.9892578125}, {"start": 2103.49, "end": 2103.73, "word": " انا", "probability": 0.8349609375}, {"start": 2103.73, "end": 2104.13, "word": " ماعنديش", "probability": 0.9734375}, {"start": 2104.13, "end": 2104.47, "word": " output", "probability": 0.99072265625}], "temperature": 1.0}, {"id": 86, "seek": 213284, "start": 2105.68, "end": 2132.84, "text": "عرفت ليش؟ ماعنديش حاجة واضحة اسمها Y أنا ماعنديش حاجة اسمها Y أنا كل اللي بقوله مين ال Y اللي عدلها بس أنا مش عارف وين لازم تروح وين لازم تروح فكل اللي بشتغله ان ال X هذه المفروض ان هي من نصيب ال class اللي هي أقربله واحد ولا اتنين ولا تلاتة ومين اللي حددلي ال class هنا اللي حددلي ال class الحقيقة ال W بتاعت الجي", "tokens": [3615, 28480, 2655, 32239, 8592, 22807, 19446, 3615, 1863, 16254, 8592, 11331, 26108, 3660, 4032, 46958, 5016, 3660, 24525, 2304, 11296, 398, 41850, 19446, 3615, 1863, 16254, 8592, 11331, 26108, 3660, 24525, 2304, 11296, 398, 41850, 28242, 13672, 1829, 4724, 39648, 3224, 3714, 9957, 2423, 398, 13672, 1829, 6225, 3215, 1211, 11296, 4724, 3794, 41850, 37893, 6225, 9640, 5172, 4032, 9957, 5296, 31377, 2304, 6055, 32887, 5016, 4032, 9957, 5296, 31377, 2304, 6055, 32887, 5016, 6156, 28820, 13672, 1829, 4724, 8592, 2655, 17082, 43761, 16472, 2423, 1783, 29538, 9673, 5172, 32887, 11242, 16472, 39896, 9154, 8717, 9381, 1829, 3555, 2423, 1508, 13672, 1829, 39896, 5551, 4587, 25513, 43761, 36764, 24401, 49429, 1975, 2655, 1863, 9957, 49429, 6055, 1211, 9307, 3660, 4032, 2304, 9957, 13672, 1829, 11331, 3215, 3215, 20292, 2423, 1508, 34105, 13672, 1829, 11331, 3215, 3215, 20292, 2423, 1508, 21542, 38436, 28671, 2423, 343, 39894, 995, 34268, 25724, 1829], "avg_logprob": -0.15149006977776028, "compression_ratio": 2.164, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 2105.68, "end": 2106.12, "word": "عرفت", "probability": 0.91162109375}, {"start": 2106.12, "end": 2106.54, "word": " ليش؟", "probability": 0.6603190104166666}, {"start": 2106.54, "end": 2106.92, "word": " ماعنديش", "probability": 0.87998046875}, {"start": 2106.92, "end": 2107.2, "word": " حاجة", "probability": 0.98486328125}, {"start": 2107.2, "end": 2107.6, "word": " واضحة", "probability": 0.9554443359375}, {"start": 2107.6, "end": 2108.0, "word": " اسمها", "probability": 0.9195963541666666}, {"start": 2108.0, "end": 2108.32, "word": " Y", "probability": 0.79052734375}, {"start": 2108.32, "end": 2109.2, "word": " أنا", "probability": 0.369873046875}, {"start": 2109.2, "end": 2109.56, "word": " ماعنديش", "probability": 0.9677734375}, {"start": 2109.56, "end": 2109.78, "word": " حاجة", "probability": 0.9967447916666666}, {"start": 2109.78, "end": 2110.04, "word": " اسمها", "probability": 0.95068359375}, {"start": 2110.04, "end": 2110.28, "word": " Y", "probability": 0.98046875}, {"start": 2110.28, "end": 2110.7, "word": " أنا", "probability": 0.59912109375}, {"start": 2110.7, "end": 2110.86, "word": " كل", "probability": 0.9814453125}, {"start": 2110.86, "end": 2110.96, "word": " اللي", "probability": 0.956787109375}, {"start": 2110.96, "end": 2111.5, "word": " بقوله", "probability": 0.9853515625}, {"start": 2111.5, "end": 2112.02, "word": " مين", "probability": 0.635498046875}, {"start": 2112.02, "end": 2112.18, "word": " ال", "probability": 0.99267578125}, {"start": 2112.18, "end": 2112.54, "word": " Y", "probability": 0.72802734375}, {"start": 2112.54, "end": 2112.7, "word": " اللي", "probability": 0.97998046875}, {"start": 2112.7, "end": 2113.28, "word": " عدلها", "probability": 0.737060546875}, {"start": 2113.28, "end": 2114.8, "word": " بس", "probability": 0.86767578125}, {"start": 2114.8, "end": 2114.94, "word": " أنا", "probability": 0.80078125}, {"start": 2114.94, "end": 2115.06, "word": " مش", "probability": 0.990234375}, {"start": 2115.06, "end": 2115.36, "word": " عارف", "probability": 0.99658203125}, {"start": 2115.36, "end": 2116.46, "word": " وين", "probability": 0.752685546875}, {"start": 2116.46, "end": 2116.66, "word": " لازم", "probability": 0.9928385416666666}, {"start": 2116.66, "end": 2117.14, "word": " تروح", "probability": 0.91015625}, {"start": 2117.14, "end": 2117.86, "word": " وين", "probability": 0.6944580078125}, {"start": 2117.86, "end": 2118.06, "word": " لازم", "probability": 0.9962565104166666}, {"start": 2118.06, "end": 2118.46, "word": " تروح", "probability": 0.9962565104166666}, {"start": 2118.46, "end": 2118.98, "word": " فكل", "probability": 0.90869140625}, {"start": 2118.98, "end": 2119.08, "word": " اللي", "probability": 0.9951171875}, {"start": 2119.08, "end": 2119.54, "word": " بشتغله", "probability": 0.98125}, {"start": 2119.54, "end": 2119.7, "word": " ان", "probability": 0.316162109375}, {"start": 2119.7, "end": 2119.84, "word": " ال", "probability": 0.6884765625}, {"start": 2119.84, "end": 2120.1, "word": " X", "probability": 0.9404296875}, {"start": 2120.1, "end": 2120.5, "word": " هذه", "probability": 0.5244140625}, {"start": 2120.5, "end": 2121.7, "word": " المفروض", "probability": 0.993896484375}, {"start": 2121.7, "end": 2121.82, "word": " ان", "probability": 0.681640625}, {"start": 2121.82, "end": 2122.0, "word": " هي", "probability": 0.89501953125}, {"start": 2122.0, "end": 2122.22, "word": " من", "probability": 0.99365234375}, {"start": 2122.22, "end": 2123.0, "word": " نصيب", "probability": 0.9947509765625}, {"start": 2123.0, "end": 2123.78, "word": " ال", "probability": 0.5439453125}, {"start": 2123.78, "end": 2124.14, "word": " class", "probability": 0.953125}, {"start": 2124.14, "end": 2124.32, "word": " اللي", "probability": 0.9775390625}, {"start": 2124.32, "end": 2124.46, "word": " هي", "probability": 0.84716796875}, {"start": 2124.46, "end": 2124.94, "word": " أقربله", "probability": 0.7943115234375}, {"start": 2124.94, "end": 2127.42, "word": " واحد", "probability": 0.764892578125}, {"start": 2127.42, "end": 2127.6, "word": " ولا", "probability": 0.78662109375}, {"start": 2127.6, "end": 2127.88, "word": " اتنين", "probability": 0.96435546875}, {"start": 2127.88, "end": 2128.04, "word": " ولا", "probability": 0.97607421875}, {"start": 2128.04, "end": 2128.42, "word": " تلاتة", "probability": 0.94091796875}, {"start": 2128.42, "end": 2128.66, "word": " ومين", "probability": 0.8297526041666666}, {"start": 2128.66, "end": 2128.8, "word": " اللي", "probability": 0.97705078125}, {"start": 2128.8, "end": 2129.24, "word": " حددلي", "probability": 0.8592529296875}, {"start": 2129.24, "end": 2129.34, "word": " ال", "probability": 0.97900390625}, {"start": 2129.34, "end": 2129.6, "word": " class", "probability": 0.98046875}, {"start": 2129.6, "end": 2129.92, "word": " هنا", "probability": 0.99267578125}, {"start": 2129.92, "end": 2130.68, "word": " اللي", "probability": 0.971435546875}, {"start": 2130.68, "end": 2131.06, "word": " حددلي", "probability": 0.989501953125}, {"start": 2131.06, "end": 2131.1, "word": " ال", "probability": 0.9130859375}, {"start": 2131.1, "end": 2131.28, "word": " class", "probability": 0.98388671875}, {"start": 2131.28, "end": 2131.72, "word": " الحقيقة", "probability": 0.9501953125}, {"start": 2131.72, "end": 2131.94, "word": " ال", "probability": 0.9833984375}, {"start": 2131.94, "end": 2132.18, "word": " W", "probability": 0.9130859375}, {"start": 2132.18, "end": 2132.5, "word": " بتاعت", "probability": 0.5433146158854166}, {"start": 2132.5, "end": 2132.84, "word": " الجي", "probability": 0.66748046875}], "temperature": 1.0}, {"id": 87, "seek": 214712, "start": 2133.86, "end": 2147.12, "text": "الـ W بتاعت الـ J فبنجيب نحسب المسافات لل input اللي احنا بنعطيه زي ما حللنا هو في المثال بالظبط عشان نحصل في الآخر على مين ال minimum value منهم من الأقرب، الأقرب هذا", "tokens": [6027, 39184, 343, 39894, 995, 34268, 2423, 39184, 508, 6156, 3555, 1863, 7435, 1829, 3555, 8717, 5016, 35457, 9673, 3794, 31845, 9307, 24976, 4846, 13672, 1829, 1975, 5016, 8315, 44945, 3615, 9566, 1829, 3224, 30767, 1829, 19446, 11331, 1211, 1211, 8315, 31439, 8978, 9673, 12984, 6027, 20666, 19913, 3555, 9566, 6225, 8592, 7649, 8717, 5016, 36520, 8978, 6024, 95, 34740, 15844, 3714, 9957, 2423, 7285, 2158, 9154, 16095, 9154, 16247, 4587, 25513, 12399, 16247, 4587, 25513, 23758], "avg_logprob": -0.2191506421718842, "compression_ratio": 1.5666666666666667, "no_speech_prob": 0.0005030632019042969, "words": [{"start": 2133.86, "end": 2134.16, "word": "الـ", "probability": 0.49267578125}, {"start": 2134.16, "end": 2134.32, "word": " W", "probability": 0.521484375}, {"start": 2134.32, "end": 2134.52, "word": " بتاعت", "probability": 0.576171875}, {"start": 2134.52, "end": 2134.7, "word": " الـ", "probability": 0.603759765625}, {"start": 2134.7, "end": 2134.78, "word": " J", "probability": 0.40283203125}, {"start": 2134.78, "end": 2135.7, "word": " فبنجيب", "probability": 0.788330078125}, {"start": 2135.7, "end": 2136.02, "word": " نحسب", "probability": 0.9059244791666666}, {"start": 2136.02, "end": 2136.68, "word": " المسافات", "probability": 0.983642578125}, {"start": 2136.68, "end": 2137.14, "word": " لل", "probability": 0.83447265625}, {"start": 2137.14, "end": 2137.6, "word": " input", "probability": 0.94287109375}, {"start": 2137.6, "end": 2138.1, "word": " اللي", "probability": 0.913818359375}, {"start": 2138.1, "end": 2138.26, "word": " احنا", "probability": 0.8201497395833334}, {"start": 2138.26, "end": 2139.0, "word": " بنعطيه", "probability": 0.97138671875}, {"start": 2139.0, "end": 2139.38, "word": " زي", "probability": 0.96826171875}, {"start": 2139.38, "end": 2139.52, "word": " ما", "probability": 0.9462890625}, {"start": 2139.52, "end": 2140.16, "word": " حللنا", "probability": 0.69866943359375}, {"start": 2140.16, "end": 2140.32, "word": " هو", "probability": 0.1541748046875}, {"start": 2140.32, "end": 2140.42, "word": " في", "probability": 0.8125}, {"start": 2140.42, "end": 2140.72, "word": " المثال", "probability": 0.9864908854166666}, {"start": 2140.72, "end": 2141.18, "word": " بالظبط", "probability": 0.98779296875}, {"start": 2141.18, "end": 2141.8, "word": " عشان", "probability": 0.9791666666666666}, {"start": 2141.8, "end": 2142.2, "word": " نحصل", "probability": 0.9912109375}, {"start": 2142.2, "end": 2142.32, "word": " في", "probability": 0.90771484375}, {"start": 2142.32, "end": 2142.6, "word": " الآخر", "probability": 0.9285481770833334}, {"start": 2142.6, "end": 2142.82, "word": " على", "probability": 0.8681640625}, {"start": 2142.82, "end": 2143.22, "word": " مين", "probability": 0.840087890625}, {"start": 2143.22, "end": 2143.38, "word": " ال", "probability": 0.94775390625}, {"start": 2143.38, "end": 2143.84, "word": " minimum", "probability": 0.95458984375}, {"start": 2143.84, "end": 2144.42, "word": " value", "probability": 0.98486328125}, {"start": 2144.42, "end": 2144.86, "word": " منهم", "probability": 0.96142578125}, {"start": 2144.86, "end": 2145.26, "word": " من", "probability": 0.8701171875}, {"start": 2145.26, "end": 2146.26, "word": " الأقرب،", "probability": 0.79559326171875}, {"start": 2146.26, "end": 2146.8, "word": " الأقرب", "probability": 0.9436848958333334}, {"start": 2146.8, "end": 2147.12, "word": " هذا", "probability": 0.8125}], "temperature": 1.0}, {"id": 88, "seek": 217623, "start": 2147.93, "end": 2176.23, "text": "بكل بساطة هو اللي بنضربه في .. بنضرب الفرق بينهم .. بين ال winner و ال input بنضربه في Alpha عشان نعمل عملية تعديل إذا كان هو ال winner إذا كان هو ال winner طيب و Zero إذا ماكنش هو ال winner Zero إذا ماكنش هو ال winner و زي ما توشفناها طيب بعد Delta W هذه بروح باشر بعد Delta W على ال W عشان نحصل على ال W ل .. ل new iteration", "tokens": [3555, 28820, 4724, 3794, 41193, 3660, 31439, 13672, 1829, 44945, 11242, 25513, 3224, 8978, 4386, 44945, 11242, 25513, 27188, 2288, 4587, 49374, 16095, 4386, 49374, 2423, 8507, 4032, 2423, 4846, 44945, 11242, 25513, 3224, 8978, 20588, 6225, 8592, 7649, 8717, 25957, 1211, 6225, 42213, 10632, 37279, 16254, 1211, 11933, 15730, 25961, 31439, 2423, 8507, 11933, 15730, 25961, 31439, 2423, 8507, 23032, 1829, 3555, 4032, 17182, 11933, 15730, 19446, 19452, 8592, 31439, 2423, 8507, 17182, 11933, 15730, 19446, 19452, 8592, 31439, 2423, 8507, 4032, 30767, 1829, 19446, 33427, 8592, 5172, 8315, 11296, 23032, 1829, 3555, 39182, 18183, 343, 29538, 4724, 32887, 5016, 4724, 33599, 2288, 39182, 18183, 343, 15844, 2423, 343, 6225, 8592, 7649, 8717, 5016, 36520, 15844, 2423, 343, 5296, 4386, 5296, 777, 24784], "avg_logprob": -0.16374999904632567, "compression_ratio": 2.0080645161290325, "no_speech_prob": 4.708766937255859e-06, "words": [{"start": 2147.93, "end": 2148.35, "word": "بكل", "probability": 0.9072265625}, {"start": 2148.35, "end": 2148.91, "word": " بساطة", "probability": 0.9837646484375}, {"start": 2148.91, "end": 2149.43, "word": " هو", "probability": 0.94287109375}, {"start": 2149.43, "end": 2149.61, "word": " اللي", "probability": 0.844482421875}, {"start": 2149.61, "end": 2150.43, "word": " بنضربه", "probability": 0.8612060546875}, {"start": 2150.43, "end": 2150.91, "word": " في", "probability": 0.544921875}, {"start": 2150.91, "end": 2151.09, "word": " ..", "probability": 0.39013671875}, {"start": 2151.09, "end": 2151.55, "word": " بنضرب", "probability": 0.8984375}, {"start": 2151.55, "end": 2152.75, "word": " الفرق", "probability": 0.9822591145833334}, {"start": 2152.75, "end": 2154.25, "word": " بينهم", "probability": 0.901123046875}, {"start": 2154.25, "end": 2154.85, "word": " ..", "probability": 0.42626953125}, {"start": 2154.85, "end": 2154.99, "word": " بين", "probability": 0.96484375}, {"start": 2154.99, "end": 2155.15, "word": " ال", "probability": 0.98876953125}, {"start": 2155.15, "end": 2155.37, "word": " winner", "probability": 0.87060546875}, {"start": 2155.37, "end": 2156.23, "word": " و", "probability": 0.68896484375}, {"start": 2156.23, "end": 2156.35, "word": " ال", "probability": 0.90283203125}, {"start": 2156.35, "end": 2156.75, "word": " input", "probability": 0.97021484375}, {"start": 2156.75, "end": 2157.33, "word": " بنضربه", "probability": 0.881591796875}, {"start": 2157.33, "end": 2157.43, "word": " في", "probability": 0.91943359375}, {"start": 2157.43, "end": 2157.71, "word": " Alpha", "probability": 0.30712890625}, {"start": 2157.71, "end": 2158.35, "word": " عشان", "probability": 0.9658203125}, {"start": 2158.35, "end": 2158.63, "word": " نعمل", "probability": 0.99560546875}, {"start": 2158.63, "end": 2158.89, "word": " عملية", "probability": 0.9690755208333334}, {"start": 2158.89, "end": 2159.21, "word": " تعديل", "probability": 0.8795572916666666}, {"start": 2159.21, "end": 2159.43, "word": " إذا", "probability": 0.845947265625}, {"start": 2159.43, "end": 2159.75, "word": " كان", "probability": 0.9951171875}, {"start": 2159.75, "end": 2160.03, "word": " هو", "probability": 0.99267578125}, {"start": 2160.03, "end": 2160.91, "word": " ال", "probability": 0.97705078125}, {"start": 2160.91, "end": 2161.23, "word": " winner", "probability": 0.97802734375}, {"start": 2161.23, "end": 2161.81, "word": " إذا", "probability": 0.75}, {"start": 2161.81, "end": 2161.99, "word": " كان", "probability": 0.99560546875}, {"start": 2161.99, "end": 2162.19, "word": " هو", "probability": 0.9892578125}, {"start": 2162.19, "end": 2162.49, "word": " ال", "probability": 0.9921875}, {"start": 2162.49, "end": 2162.79, "word": " winner", "probability": 0.98681640625}, {"start": 2162.79, "end": 2163.59, "word": " طيب", "probability": 0.9117838541666666}, {"start": 2163.59, "end": 2163.95, "word": " و", "probability": 0.841796875}, {"start": 2163.95, "end": 2164.27, "word": " Zero", "probability": 0.5087890625}, {"start": 2164.27, "end": 2164.81, "word": " إذا", "probability": 0.979248046875}, {"start": 2164.81, "end": 2165.31, "word": " ماكنش", "probability": 0.8855794270833334}, {"start": 2165.31, "end": 2165.43, "word": " هو", "probability": 0.9921875}, {"start": 2165.43, "end": 2165.55, "word": " ال", "probability": 0.9892578125}, {"start": 2165.55, "end": 2165.81, "word": " winner", "probability": 0.98779296875}, {"start": 2165.81, "end": 2166.57, "word": " Zero", "probability": 0.75732421875}, {"start": 2166.57, "end": 2166.69, "word": " إذا", "probability": 0.978515625}, {"start": 2166.69, "end": 2166.97, "word": " ماكنش", "probability": 0.9734700520833334}, {"start": 2166.97, "end": 2167.05, "word": " هو", "probability": 0.5966796875}, {"start": 2167.05, "end": 2167.05, "word": " ال", "probability": 0.966796875}, {"start": 2167.05, "end": 2167.21, "word": " winner", "probability": 0.9853515625}, {"start": 2167.21, "end": 2167.33, "word": " و", "probability": 0.8056640625}, {"start": 2167.33, "end": 2167.39, "word": " زي", "probability": 0.819091796875}, {"start": 2167.39, "end": 2167.49, "word": " ما", "probability": 0.91943359375}, {"start": 2167.49, "end": 2168.17, "word": " توشفناها", "probability": 0.8626953125}, {"start": 2168.17, "end": 2168.89, "word": " طيب", "probability": 0.96728515625}, {"start": 2168.89, "end": 2169.37, "word": " بعد", "probability": 0.75634765625}, {"start": 2169.37, "end": 2169.71, "word": " Delta", "probability": 0.35107421875}, {"start": 2169.71, "end": 2170.03, "word": " W", "probability": 0.71728515625}, {"start": 2170.03, "end": 2170.39, "word": " هذه", "probability": 0.76513671875}, {"start": 2170.39, "end": 2170.79, "word": " بروح", "probability": 0.9710286458333334}, {"start": 2170.79, "end": 2171.03, "word": " باشر", "probability": 0.5668538411458334}, {"start": 2171.03, "end": 2171.17, "word": " بعد", "probability": 0.89794921875}, {"start": 2171.17, "end": 2171.45, "word": " Delta", "probability": 0.80224609375}, {"start": 2171.45, "end": 2171.77, "word": " W", "probability": 0.98095703125}, {"start": 2171.77, "end": 2171.97, "word": " على", "probability": 0.78125}, {"start": 2171.97, "end": 2172.67, "word": " ال", "probability": 0.9853515625}, {"start": 2172.67, "end": 2173.03, "word": " W", "probability": 0.7509765625}, {"start": 2173.03, "end": 2173.35, "word": " عشان", "probability": 0.98388671875}, {"start": 2173.35, "end": 2173.65, "word": " نحصل", "probability": 0.8346354166666666}, {"start": 2173.65, "end": 2173.83, "word": " على", "probability": 0.91552734375}, {"start": 2173.83, "end": 2174.01, "word": " ال", "probability": 0.8798828125}, {"start": 2174.01, "end": 2174.45, "word": " W", "probability": 0.93359375}, {"start": 2174.45, "end": 2174.85, "word": " ل", "probability": 0.91162109375}, {"start": 2174.85, "end": 2175.15, "word": " ..", "probability": 0.57470703125}, {"start": 2175.15, "end": 2175.45, "word": " ل", "probability": 0.91650390625}, {"start": 2175.45, "end": 2175.71, "word": " new", "probability": 0.6015625}, {"start": 2175.71, "end": 2176.23, "word": " iteration", "probability": 0.88427734375}], "temperature": 1.0}, {"id": 89, "seek": 219507, "start": 2176.91, "end": 2195.07, "text": "لجديدة لأ لجديدة فال alpha هي ال learning rate مش مشكلة الآن نجي نشوف ال AJ هذي هنا عدلنا شوية الحقيقة عدلنا شوية قولنا أن هذا مش بس winner لأ إذا كانت ال J تنتمي إلى set of", "tokens": [1211, 7435, 16254, 41891, 5296, 10721, 5296, 7435, 16254, 41891, 6156, 6027, 8961, 39896, 2423, 2539, 3314, 37893, 37893, 28820, 3660, 6024, 48506, 8717, 7435, 1829, 8717, 8592, 38688, 2423, 32759, 8032, 8848, 1829, 34105, 6225, 3215, 1211, 8315, 13412, 2407, 10632, 21542, 38436, 28671, 6225, 3215, 1211, 8315, 13412, 2407, 10632, 12174, 12610, 8315, 14739, 23758, 37893, 4724, 3794, 8507, 5296, 10721, 11933, 15730, 25961, 2655, 2423, 508, 6055, 29399, 2304, 1829, 30731, 992, 295], "avg_logprob": -0.20312500464451777, "compression_ratio": 1.5617977528089888, "no_speech_prob": 1.3113021850585938e-06, "words": [{"start": 2176.91, "end": 2177.51, "word": "لجديدة", "probability": 0.77874755859375}, {"start": 2177.51, "end": 2178.05, "word": " لأ", "probability": 0.3841552734375}, {"start": 2178.05, "end": 2178.73, "word": " لجديدة", "probability": 0.96728515625}, {"start": 2178.73, "end": 2179.49, "word": " فال", "probability": 0.929931640625}, {"start": 2179.49, "end": 2179.77, "word": " alpha", "probability": 0.57958984375}, {"start": 2179.77, "end": 2179.99, "word": " هي", "probability": 0.94140625}, {"start": 2179.99, "end": 2180.09, "word": " ال", "probability": 0.7509765625}, {"start": 2180.09, "end": 2180.35, "word": " learning", "probability": 0.9501953125}, {"start": 2180.35, "end": 2180.63, "word": " rate", "probability": 0.9677734375}, {"start": 2180.63, "end": 2180.77, "word": " مش", "probability": 0.416259765625}, {"start": 2180.77, "end": 2181.27, "word": " مشكلة", "probability": 0.9873046875}, {"start": 2181.27, "end": 2181.93, "word": " الآن", "probability": 0.6090087890625}, {"start": 2181.93, "end": 2182.25, "word": " نجي", "probability": 0.8365885416666666}, {"start": 2182.25, "end": 2183.39, "word": " نشوف", "probability": 0.9928385416666666}, {"start": 2183.39, "end": 2183.81, "word": " ال", "probability": 0.84423828125}, {"start": 2183.81, "end": 2184.15, "word": " AJ", "probability": 0.279296875}, {"start": 2184.15, "end": 2185.03, "word": " هذي", "probability": 0.6121419270833334}, {"start": 2185.03, "end": 2185.47, "word": " هنا", "probability": 0.79150390625}, {"start": 2185.47, "end": 2186.47, "word": " عدلنا", "probability": 0.942626953125}, {"start": 2186.47, "end": 2186.79, "word": " شوية", "probability": 0.94580078125}, {"start": 2186.79, "end": 2187.31, "word": " الحقيقة", "probability": 0.95703125}, {"start": 2187.31, "end": 2188.25, "word": " عدلنا", "probability": 0.9576416015625}, {"start": 2188.25, "end": 2188.67, "word": " شوية", "probability": 0.9715169270833334}, {"start": 2188.67, "end": 2189.93, "word": " قولنا", "probability": 0.86669921875}, {"start": 2189.93, "end": 2190.09, "word": " أن", "probability": 0.32763671875}, {"start": 2190.09, "end": 2190.23, "word": " هذا", "probability": 0.407470703125}, {"start": 2190.23, "end": 2190.41, "word": " مش", "probability": 0.95556640625}, {"start": 2190.41, "end": 2190.63, "word": " بس", "probability": 0.953369140625}, {"start": 2190.63, "end": 2190.89, "word": " winner", "probability": 0.9345703125}, {"start": 2190.89, "end": 2191.37, "word": " لأ", "probability": 0.8720703125}, {"start": 2191.37, "end": 2191.71, "word": " إذا", "probability": 0.916015625}, {"start": 2191.71, "end": 2192.03, "word": " كانت", "probability": 0.91943359375}, {"start": 2192.03, "end": 2192.23, "word": " ال", "probability": 0.75341796875}, {"start": 2192.23, "end": 2192.57, "word": " J", "probability": 0.6689453125}, {"start": 2192.57, "end": 2193.63, "word": " تنتمي", "probability": 0.9783935546875}, {"start": 2193.63, "end": 2193.93, "word": " إلى", "probability": 0.857421875}, {"start": 2193.93, "end": 2194.71, "word": " set", "probability": 0.92333984375}, {"start": 2194.71, "end": 2195.07, "word": " of", "probability": 0.904296875}], "temperature": 1.0}, {"id": 90, "seek": 221273, "start": 2198.1, "end": 2212.74, "text": "الست ها دي function عبارة عن function هنسميها اللي هي لها علاقة بال neighborhoods أو ال neighborhood function ال neighborhood function إيش هنستخدمها؟", "tokens": [6027, 14851, 8032, 995, 11778, 1829, 2445, 6225, 3555, 9640, 3660, 18871, 2445, 8032, 1863, 38251, 1829, 11296, 13672, 1829, 39896, 5296, 11296, 11203, 995, 28671, 20666, 20052, 34051, 2423, 7630, 2445, 2423, 7630, 2445, 11933, 1829, 8592, 8032, 1863, 14851, 9778, 40448, 11296, 22807], "avg_logprob": -0.29840353714383167, "compression_ratio": 1.5801526717557253, "no_speech_prob": 9.119510650634766e-06, "words": [{"start": 2198.1, "end": 2199.1, "word": "الست", "probability": 0.5462646484375}, {"start": 2199.1, "end": 2199.48, "word": " ها", "probability": 0.34503173828125}, {"start": 2199.48, "end": 2199.74, "word": " دي", "probability": 0.732421875}, {"start": 2199.74, "end": 2200.84, "word": " function", "probability": 0.7236328125}, {"start": 2200.84, "end": 2201.46, "word": " عبارة", "probability": 0.9169921875}, {"start": 2201.46, "end": 2201.58, "word": " عن", "probability": 0.9970703125}, {"start": 2201.58, "end": 2201.86, "word": " function", "probability": 0.93017578125}, {"start": 2201.86, "end": 2202.86, "word": " هنسميها", "probability": 0.8103515625}, {"start": 2202.86, "end": 2204.12, "word": " اللي", "probability": 0.902587890625}, {"start": 2204.12, "end": 2204.36, "word": " هي", "probability": 0.5302734375}, {"start": 2204.36, "end": 2204.56, "word": " لها", "probability": 0.571533203125}, {"start": 2204.56, "end": 2204.88, "word": " علاقة", "probability": 0.9767252604166666}, {"start": 2204.88, "end": 2205.06, "word": " بال", "probability": 0.84814453125}, {"start": 2205.06, "end": 2206.52, "word": " neighborhoods", "probability": 0.1767578125}, {"start": 2206.52, "end": 2207.34, "word": " أو", "probability": 0.70947265625}, {"start": 2207.34, "end": 2207.68, "word": " ال", "probability": 0.88671875}, {"start": 2207.68, "end": 2208.56, "word": " neighborhood", "probability": 0.826171875}, {"start": 2208.56, "end": 2210.02, "word": " function", "probability": 0.97412109375}, {"start": 2210.02, "end": 2210.48, "word": " ال", "probability": 0.73486328125}, {"start": 2210.48, "end": 2210.78, "word": " neighborhood", "probability": 0.88134765625}, {"start": 2210.78, "end": 2211.36, "word": " function", "probability": 0.978515625}, {"start": 2211.36, "end": 2211.86, "word": " إيش", "probability": 0.79150390625}, {"start": 2211.86, "end": 2212.74, "word": " هنستخدمها؟", "probability": 0.978515625}], "temperature": 1.0}, {"id": 91, "seek": 223321, "start": 2214.25, "end": 2233.21, "text": "طبعا حكيناها ال Mexican hat فال Mexican hat جداش النقد بعيد عن ال winner بنعطيله قيمة إضافية القيمة الإضافية طبعا هتكون أقل من واحد فال term اللي طلع هنا بنضربه في القيمة حسب جداش هو بعيد عن ال center", "tokens": [9566, 3555, 3615, 995, 11331, 4117, 1829, 8315, 11296, 2423, 16164, 2385, 6156, 6027, 16164, 2385, 10874, 3215, 33599, 28239, 4587, 3215, 45030, 25708, 18871, 2423, 8507, 44945, 3615, 9566, 26895, 3224, 12174, 32640, 3660, 11933, 11242, 31845, 10632, 25062, 32640, 3660, 33688, 11242, 31845, 10632, 23032, 3555, 3615, 995, 8032, 2655, 30544, 5551, 4587, 1211, 9154, 36764, 24401, 6156, 6027, 1433, 13672, 1829, 23032, 1211, 3615, 34105, 44945, 11242, 25513, 3224, 8978, 25062, 32640, 3660, 11331, 35457, 10874, 3215, 33599, 31439, 45030, 25708, 18871, 2423, 3056], "avg_logprob": -0.23366477899253368, "compression_ratio": 1.7526881720430108, "no_speech_prob": 8.344650268554688e-07, "words": [{"start": 2214.25, "end": 2214.53, "word": "طبعا", "probability": 0.6374664306640625}, {"start": 2214.53, "end": 2215.03, "word": " حكيناها", "probability": 0.6962890625}, {"start": 2215.03, "end": 2215.89, "word": " ال", "probability": 0.41357421875}, {"start": 2215.89, "end": 2216.21, "word": " Mexican", "probability": 0.35546875}, {"start": 2216.21, "end": 2216.61, "word": " hat", "probability": 0.779296875}, {"start": 2216.61, "end": 2218.97, "word": " فال", "probability": 0.3294677734375}, {"start": 2218.97, "end": 2219.31, "word": " Mexican", "probability": 0.6884765625}, {"start": 2219.31, "end": 2219.59, "word": " hat", "probability": 0.94677734375}, {"start": 2219.59, "end": 2220.15, "word": " جداش", "probability": 0.7937825520833334}, {"start": 2220.15, "end": 2220.89, "word": " النقد", "probability": 0.593505859375}, {"start": 2220.89, "end": 2221.17, "word": " بعيد", "probability": 0.98876953125}, {"start": 2221.17, "end": 2221.39, "word": " عن", "probability": 0.9033203125}, {"start": 2221.39, "end": 2221.75, "word": " ال", "probability": 0.93505859375}, {"start": 2221.75, "end": 2222.09, "word": " winner", "probability": 0.89794921875}, {"start": 2222.09, "end": 2223.35, "word": " بنعطيله", "probability": 0.8115234375}, {"start": 2223.35, "end": 2224.89, "word": " قيمة", "probability": 0.97265625}, {"start": 2224.89, "end": 2226.13, "word": " إضافية", "probability": 0.966796875}, {"start": 2226.13, "end": 2226.67, "word": " القيمة", "probability": 0.8942057291666666}, {"start": 2226.67, "end": 2226.97, "word": " الإضافية", "probability": 0.9541015625}, {"start": 2226.97, "end": 2227.19, "word": " طبعا", "probability": 0.792755126953125}, {"start": 2227.19, "end": 2227.53, "word": " هتكون", "probability": 0.9241536458333334}, {"start": 2227.53, "end": 2227.77, "word": " أقل", "probability": 0.8401692708333334}, {"start": 2227.77, "end": 2227.95, "word": " من", "probability": 0.99462890625}, {"start": 2227.95, "end": 2228.35, "word": " واحد", "probability": 0.827880859375}, {"start": 2228.35, "end": 2229.03, "word": " فال", "probability": 0.9111328125}, {"start": 2229.03, "end": 2229.23, "word": " term", "probability": 0.90478515625}, {"start": 2229.23, "end": 2229.37, "word": " اللي", "probability": 0.94775390625}, {"start": 2229.37, "end": 2229.65, "word": " طلع", "probability": 0.9417317708333334}, {"start": 2229.65, "end": 2229.95, "word": " هنا", "probability": 0.99267578125}, {"start": 2229.95, "end": 2230.67, "word": " بنضربه", "probability": 0.9193115234375}, {"start": 2230.67, "end": 2230.75, "word": " في", "probability": 0.9541015625}, {"start": 2230.75, "end": 2231.53, "word": " القيمة", "probability": 0.97509765625}, {"start": 2231.53, "end": 2231.91, "word": " حسب", "probability": 0.987060546875}, {"start": 2231.91, "end": 2232.21, "word": " جداش", "probability": 0.94140625}, {"start": 2232.21, "end": 2232.35, "word": " هو", "probability": 0.96826171875}, {"start": 2232.35, "end": 2232.59, "word": " بعيد", "probability": 0.98681640625}, {"start": 2232.59, "end": 2232.77, "word": " عن", "probability": 0.98974609375}, {"start": 2232.77, "end": 2232.91, "word": " ال", "probability": 0.9482421875}, {"start": 2232.91, "end": 2233.21, "word": " center", "probability": 0.78173828125}], "temperature": 1.0}, {"id": 92, "seek": 226117, "start": 2235.92, "end": 2261.18, "text": "وبنرجع بنعيد بنكرر الكلام بعد ما جيبنا W بنرجع نعمل activation كمان مرة ل input تاني و تالت و رابع و خامس عشان نخلصهم كله بنعمل one Epoch و نرجع نعيد Epoch تاني Epoch تالت Epoch رابع او short short اول short تاني ال short لازم نخلص فيه كل ال inputs بسميه Epoch تمام فال competitive بهذا الشكل طيب هداك المثال اللي احنا خدناه كان competitive ل .. ل إيش ل vector", "tokens": [37746, 1863, 47341, 3615, 44945, 3615, 25708, 44945, 37983, 2288, 2423, 28820, 10943, 39182, 19446, 10874, 1829, 3555, 8315, 343, 44945, 47341, 3615, 8717, 25957, 1211, 24433, 9122, 2304, 7649, 3714, 25720, 5296, 4846, 6055, 7649, 1829, 4032, 6055, 6027, 2655, 4032, 12602, 16758, 3615, 4032, 16490, 10943, 3794, 6225, 8592, 7649, 8717, 9778, 1211, 9381, 16095, 28242, 3224, 44945, 25957, 1211, 472, 462, 2259, 339, 4032, 8717, 47341, 3615, 8717, 3615, 25708, 462, 2259, 339, 6055, 7649, 1829, 462, 2259, 339, 6055, 6027, 2655, 462, 2259, 339, 12602, 16758, 3615, 1975, 2407, 2099, 2099, 1975, 12610, 2099, 6055, 7649, 1829, 2423, 2099, 5296, 31377, 2304, 8717, 9778, 1211, 9381, 8978, 3224, 28242, 2423, 15743, 4724, 38251, 1829, 3224, 462, 2259, 339, 46811, 10943, 6156, 6027, 10043, 39627, 15730, 25124, 28820, 23032, 1829, 3555, 8032, 28259, 4117, 9673, 12984, 6027, 13672, 1829, 1975, 5016, 8315, 16490, 3215, 8315, 3224, 25961, 10043, 5296, 4386, 5296, 11933, 1829, 8592, 5296, 8062], "avg_logprob": -0.1506836000829935, "compression_ratio": 1.90625, "no_speech_prob": 1.2516975402832031e-06, "words": [{"start": 2235.92, "end": 2236.46, "word": "وبنرجع", "probability": 0.872802734375}, {"start": 2236.46, "end": 2236.76, "word": " بنعيد", "probability": 0.9026692708333334}, {"start": 2236.76, "end": 2237.16, "word": " بنكرر", "probability": 0.7950846354166666}, {"start": 2237.16, "end": 2237.5, "word": " الكلام", "probability": 0.93310546875}, {"start": 2237.5, "end": 2237.66, "word": " بعد", "probability": 0.86865234375}, {"start": 2237.66, "end": 2237.8, "word": " ما", "probability": 0.87158203125}, {"start": 2237.8, "end": 2238.02, "word": " جيبنا", "probability": 0.8807373046875}, {"start": 2238.02, "end": 2238.34, "word": " W", "probability": 0.364501953125}, {"start": 2238.34, "end": 2239.12, "word": " بنرجع", "probability": 0.7430013020833334}, {"start": 2239.12, "end": 2239.28, "word": " نعمل", "probability": 0.9148763020833334}, {"start": 2239.28, "end": 2239.7, "word": " activation", "probability": 0.88623046875}, {"start": 2239.7, "end": 2240.06, "word": " كمان", "probability": 0.9200846354166666}, {"start": 2240.06, "end": 2240.38, "word": " مرة", "probability": 0.98681640625}, {"start": 2240.38, "end": 2240.82, "word": " ل", "probability": 0.91943359375}, {"start": 2240.82, "end": 2241.06, "word": " input", "probability": 0.8212890625}, {"start": 2241.06, "end": 2241.38, "word": " تاني", "probability": 0.9431966145833334}, {"start": 2241.38, "end": 2241.5, "word": " و", "probability": 0.89501953125}, {"start": 2241.5, "end": 2241.74, "word": " تالت", "probability": 0.9541015625}, {"start": 2241.74, "end": 2241.8, "word": " و", "probability": 0.9716796875}, {"start": 2241.8, "end": 2241.98, "word": " رابع", "probability": 0.94482421875}, {"start": 2241.98, "end": 2242.08, "word": " و", "probability": 0.99365234375}, {"start": 2242.08, "end": 2242.42, "word": " خامس", "probability": 0.9220377604166666}, {"start": 2242.42, "end": 2242.94, "word": " عشان", "probability": 0.9744466145833334}, {"start": 2242.94, "end": 2243.4, "word": " نخلصهم", "probability": 0.9845703125}, {"start": 2243.4, "end": 2243.58, "word": " كله", "probability": 0.78662109375}, {"start": 2243.58, "end": 2243.86, "word": " بنعمل", "probability": 0.795654296875}, {"start": 2243.86, "end": 2244.08, "word": " one", "probability": 0.80126953125}, {"start": 2244.08, "end": 2244.56, "word": " Epoch", "probability": 0.6461181640625}, {"start": 2244.56, "end": 2244.8, "word": " و", "probability": 0.9306640625}, {"start": 2244.8, "end": 2245.12, "word": " نرجع", "probability": 0.782470703125}, {"start": 2245.12, "end": 2245.42, "word": " نعيد", "probability": 0.97509765625}, {"start": 2245.42, "end": 2245.74, "word": " Epoch", "probability": 0.9127604166666666}, {"start": 2245.74, "end": 2246.08, "word": " تاني", "probability": 0.98046875}, {"start": 2246.08, "end": 2246.46, "word": " Epoch", "probability": 0.8426106770833334}, {"start": 2246.46, "end": 2246.82, "word": " تالت", "probability": 0.99462890625}, {"start": 2246.82, "end": 2247.18, "word": " Epoch", "probability": 0.93603515625}, {"start": 2247.18, "end": 2247.56, "word": " رابع", "probability": 0.9925130208333334}, {"start": 2247.56, "end": 2247.94, "word": " او", "probability": 0.772216796875}, {"start": 2247.94, "end": 2248.3, "word": " short", "probability": 0.646484375}, {"start": 2248.3, "end": 2248.84, "word": " short", "probability": 0.1732177734375}, {"start": 2248.84, "end": 2249.12, "word": " اول", "probability": 0.787353515625}, {"start": 2249.12, "end": 2249.3, "word": " short", "probability": 0.91552734375}, {"start": 2249.3, "end": 2249.56, "word": " تاني", "probability": 0.9736328125}, {"start": 2249.56, "end": 2249.84, "word": " ال", "probability": 0.67578125}, {"start": 2249.84, "end": 2250.12, "word": " short", "probability": 0.9501953125}, {"start": 2250.12, "end": 2250.4, "word": " لازم", "probability": 0.9900716145833334}, {"start": 2250.4, "end": 2250.82, "word": " نخلص", "probability": 0.972900390625}, {"start": 2250.82, "end": 2251.0, "word": " فيه", "probability": 0.979248046875}, {"start": 2251.0, "end": 2251.48, "word": " كل", "probability": 0.966796875}, {"start": 2251.48, "end": 2251.62, "word": " ال", "probability": 0.978515625}, {"start": 2251.62, "end": 2252.0, "word": " inputs", "probability": 0.81884765625}, {"start": 2252.0, "end": 2253.06, "word": " بسميه", "probability": 0.916015625}, {"start": 2253.06, "end": 2254.3, "word": " Epoch", "probability": 0.939453125}, {"start": 2254.3, "end": 2254.68, "word": " تمام", "probability": 0.874267578125}, {"start": 2254.68, "end": 2255.74, "word": " فال", "probability": 0.780029296875}, {"start": 2255.74, "end": 2256.16, "word": " competitive", "probability": 0.91845703125}, {"start": 2256.16, "end": 2256.84, "word": " بهذا", "probability": 0.952392578125}, {"start": 2256.84, "end": 2257.18, "word": " الشكل", "probability": 0.99365234375}, {"start": 2257.18, "end": 2257.52, "word": " طيب", "probability": 0.9430338541666666}, {"start": 2257.52, "end": 2257.96, "word": " هداك", "probability": 0.7882486979166666}, {"start": 2257.96, "end": 2258.26, "word": " المثال", "probability": 0.8914388020833334}, {"start": 2258.26, "end": 2258.32, "word": " اللي", "probability": 0.948486328125}, {"start": 2258.32, "end": 2258.46, "word": " احنا", "probability": 0.9178059895833334}, {"start": 2258.46, "end": 2258.78, "word": " خدناه", "probability": 0.879150390625}, {"start": 2258.78, "end": 2258.92, "word": " كان", "probability": 0.97119140625}, {"start": 2258.92, "end": 2259.34, "word": " competitive", "probability": 0.97216796875}, {"start": 2259.34, "end": 2259.62, "word": " ل", "probability": 0.6396484375}, {"start": 2259.62, "end": 2259.84, "word": " ..", "probability": 0.6044921875}, {"start": 2259.84, "end": 2260.08, "word": " ل", "probability": 0.70703125}, {"start": 2260.08, "end": 2260.34, "word": " إيش", "probability": 0.7569173177083334}, {"start": 2260.34, "end": 2260.74, "word": " ل", "probability": 0.5048828125}, {"start": 2260.74, "end": 2261.18, "word": " vector", "probability": 0.90576171875}], "temperature": 1.0}, {"id": 93, "seek": 228716, "start": 2262.38, "end": 2287.16, "text": "لـ vector بمعنى كنت بتتكلم عن one dimension ال one dimension ماكنش فيه مشكلة و اتحركنا معاه بشكل لكن ممكن نتعامل مع two dimension لو .. هناخد هنا مثال توضيحي سريع هيك .. لو أخدنا مثلا competitive learning in cohenian network و ال cohenian network هذه هفترض ان في عندى 100 neurons مرتبين form او شكل", "tokens": [1211, 39184, 8062, 4724, 2304, 3615, 1863, 7578, 9122, 29399, 39894, 2655, 4117, 19528, 18871, 472, 10139, 2423, 472, 10139, 19446, 19452, 8592, 8978, 3224, 37893, 28820, 3660, 4032, 1975, 2655, 5016, 31747, 8315, 20449, 40294, 4724, 8592, 28820, 44381, 3714, 43020, 8717, 2655, 3615, 10943, 1211, 20449, 732, 10139, 45164, 4386, 8032, 1863, 47283, 3215, 34105, 50113, 6027, 33427, 11242, 1829, 5016, 1829, 8608, 16572, 3615, 39896, 4117, 4386, 45164, 5551, 9778, 3215, 8315, 50113, 15040, 10043, 2539, 294, 598, 2932, 952, 3209, 4032, 2423, 598, 2932, 952, 3209, 29538, 8032, 5172, 2655, 43042, 16472, 8978, 43242, 7578, 2319, 22027, 3714, 43500, 3555, 9957, 1254, 1975, 2407, 13412, 28820], "avg_logprob": -0.18172860011324152, "compression_ratio": 1.6538461538461537, "no_speech_prob": 0.0, "words": [{"start": 2262.38, "end": 2262.68, "word": "لـ", "probability": 0.635986328125}, {"start": 2262.68, "end": 2262.92, "word": " vector", "probability": 0.7822265625}, {"start": 2262.92, "end": 2263.24, "word": " بمعنى", "probability": 0.96259765625}, {"start": 2263.24, "end": 2263.5, "word": " كنت", "probability": 0.830078125}, {"start": 2263.5, "end": 2264.12, "word": " بتتكلم", "probability": 0.8150634765625}, {"start": 2264.12, "end": 2264.38, "word": " عن", "probability": 0.99560546875}, {"start": 2264.38, "end": 2264.62, "word": " one", "probability": 0.84033203125}, {"start": 2264.62, "end": 2265.06, "word": " dimension", "probability": 0.93115234375}, {"start": 2265.06, "end": 2265.56, "word": " ال", "probability": 0.638671875}, {"start": 2265.56, "end": 2265.74, "word": " one", "probability": 0.68798828125}, {"start": 2265.74, "end": 2266.12, "word": " dimension", "probability": 0.9619140625}, {"start": 2266.12, "end": 2266.6, "word": " ماكنش", "probability": 0.7762044270833334}, {"start": 2266.6, "end": 2266.74, "word": " فيه", "probability": 0.961181640625}, {"start": 2266.74, "end": 2267.18, "word": " مشكلة", "probability": 0.98779296875}, {"start": 2267.18, "end": 2267.6, "word": " و", "probability": 0.857421875}, {"start": 2267.6, "end": 2268.16, "word": " اتحركنا", "probability": 0.871630859375}, {"start": 2268.16, "end": 2268.36, "word": " معاه", "probability": 0.84716796875}, {"start": 2268.36, "end": 2268.88, "word": " بشكل", "probability": 0.8819986979166666}, {"start": 2268.88, "end": 2269.22, "word": " لكن", "probability": 0.78271484375}, {"start": 2269.22, "end": 2269.52, "word": " ممكن", "probability": 0.985595703125}, {"start": 2269.52, "end": 2269.9, "word": " نتعامل", "probability": 0.97958984375}, {"start": 2269.9, "end": 2270.02, "word": " مع", "probability": 0.9892578125}, {"start": 2270.02, "end": 2270.18, "word": " two", "probability": 0.80029296875}, {"start": 2270.18, "end": 2270.72, "word": " dimension", "probability": 0.76708984375}, {"start": 2270.72, "end": 2271.46, "word": " لو", "probability": 0.9560546875}, {"start": 2271.46, "end": 2271.66, "word": " ..", "probability": 0.4736328125}, {"start": 2271.66, "end": 2272.06, "word": " هناخد", "probability": 0.9185791015625}, {"start": 2272.06, "end": 2272.2, "word": " هنا", "probability": 0.97216796875}, {"start": 2272.2, "end": 2272.62, "word": " مثال", "probability": 0.981201171875}, {"start": 2272.62, "end": 2273.26, "word": " توضيحي", "probability": 0.881396484375}, {"start": 2273.26, "end": 2273.54, "word": " سريع", "probability": 0.9459635416666666}, {"start": 2273.54, "end": 2273.8, "word": " هيك", "probability": 0.91064453125}, {"start": 2273.8, "end": 2274.04, "word": " ..", "probability": 0.54345703125}, {"start": 2274.04, "end": 2274.28, "word": " لو", "probability": 0.95703125}, {"start": 2274.28, "end": 2274.68, "word": " أخدنا", "probability": 0.975830078125}, {"start": 2274.68, "end": 2275.02, "word": " مثلا", "probability": 0.96923828125}, {"start": 2275.02, "end": 2275.96, "word": " competitive", "probability": 0.84033203125}, {"start": 2275.96, "end": 2276.58, "word": " learning", "probability": 0.96240234375}, {"start": 2276.58, "end": 2276.92, "word": " in", "probability": 0.84814453125}, {"start": 2276.92, "end": 2277.78, "word": " cohenian", "probability": 0.4371744791666667}, {"start": 2277.78, "end": 2278.82, "word": " network", "probability": 0.94482421875}, {"start": 2278.82, "end": 2278.98, "word": " و", "probability": 0.611328125}, {"start": 2278.98, "end": 2279.06, "word": " ال", "probability": 0.88720703125}, {"start": 2279.06, "end": 2279.38, "word": " cohenian", "probability": 0.7586263020833334}, {"start": 2279.38, "end": 2279.78, "word": " network", "probability": 0.98193359375}, {"start": 2279.78, "end": 2280.08, "word": " هذه", "probability": 0.56640625}, {"start": 2280.08, "end": 2280.9, "word": " هفترض", "probability": 0.9227294921875}, {"start": 2280.9, "end": 2281.16, "word": " ان", "probability": 0.3935546875}, {"start": 2281.16, "end": 2281.38, "word": " في", "probability": 0.67626953125}, {"start": 2281.38, "end": 2281.8, "word": " عندى", "probability": 0.67333984375}, {"start": 2281.8, "end": 2282.14, "word": " 100", "probability": 0.619140625}, {"start": 2282.14, "end": 2282.96, "word": " neurons", "probability": 0.7509765625}, {"start": 2282.96, "end": 2284.4, "word": " مرتبين", "probability": 0.9454345703125}, {"start": 2284.4, "end": 2286.5, "word": " form", "probability": 0.83642578125}, {"start": 2286.5, "end": 2286.72, "word": " او", "probability": 0.75634765625}, {"start": 2286.72, "end": 2287.16, "word": " شكل", "probability": 0.981689453125}], "temperature": 1.0}, {"id": 94, "seek": 231352, "start": 2287.74, "end": 2313.52, "text": "two-dimensional network بشكل two-dimensional بحيث إن هي امرتبة عشرة في عشرة يعني حدد لهيو كمان امرتبة عشرة rows and عشرة columns كويس المطلوب إن احنا بدنا نصنف مجموعة ال inputs ومجموعة ال inputs هذه اللي بدنا نعطيله إياها هي عبارة عن inputs vectors امرتبة كالف input vector", "tokens": [20534, 12, 18759, 3209, 4724, 8592, 28820, 732, 12, 18759, 4724, 5016, 1829, 12984, 36145, 39896, 1975, 29973, 2655, 49401, 6225, 8592, 25720, 8978, 6225, 8592, 25720, 37495, 22653, 11331, 3215, 3215, 46740, 1829, 2407, 9122, 2304, 7649, 1975, 29973, 2655, 49401, 6225, 8592, 25720, 13241, 293, 6225, 8592, 25720, 13766, 9122, 45865, 3794, 9673, 9566, 1211, 37746, 36145, 1975, 5016, 8315, 47525, 8315, 8717, 9381, 1863, 5172, 3714, 7435, 2304, 2407, 27884, 2423, 15743, 4032, 2304, 7435, 2304, 2407, 27884, 2423, 15743, 29538, 13672, 1829, 47525, 8315, 8717, 3615, 9566, 26895, 3224, 11933, 25528, 11296, 39896, 6225, 3555, 9640, 3660, 18871, 15743, 18875, 1975, 29973, 2655, 49401, 9122, 6027, 5172, 4846, 8062], "avg_logprob": -0.19174890873724953, "compression_ratio": 1.8114035087719298, "no_speech_prob": 4.172325134277344e-06, "words": [{"start": 2287.74, "end": 2288.04, "word": "two", "probability": 0.09063720703125}, {"start": 2288.04, "end": 2288.96, "word": "-dimensional", "probability": 0.708740234375}, {"start": 2288.96, "end": 2290.06, "word": " network", "probability": 0.88720703125}, {"start": 2290.06, "end": 2290.8, "word": " بشكل", "probability": 0.9684244791666666}, {"start": 2290.8, "end": 2290.96, "word": " two", "probability": 0.7900390625}, {"start": 2290.96, "end": 2291.44, "word": "-dimensional", "probability": 0.749755859375}, {"start": 2291.44, "end": 2292.02, "word": " بحيث", "probability": 0.96923828125}, {"start": 2292.02, "end": 2292.14, "word": " إن", "probability": 0.472900390625}, {"start": 2292.14, "end": 2292.46, "word": " هي", "probability": 0.666015625}, {"start": 2292.46, "end": 2293.4, "word": " امرتبة", "probability": 0.7991943359375}, {"start": 2293.4, "end": 2294.0, "word": " عشرة", "probability": 0.8994140625}, {"start": 2294.0, "end": 2294.22, "word": " في", "probability": 0.92578125}, {"start": 2294.22, "end": 2294.64, "word": " عشرة", "probability": 0.9754231770833334}, {"start": 2294.64, "end": 2295.76, "word": " يعني", "probability": 0.900634765625}, {"start": 2295.76, "end": 2296.12, "word": " حدد", "probability": 0.9322916666666666}, {"start": 2296.12, "end": 2296.4, "word": " لهيو", "probability": 0.552001953125}, {"start": 2296.4, "end": 2296.72, "word": " كمان", "probability": 0.8419596354166666}, {"start": 2296.72, "end": 2297.38, "word": " امرتبة", "probability": 0.965087890625}, {"start": 2297.38, "end": 2298.96, "word": " عشرة", "probability": 0.9134114583333334}, {"start": 2298.96, "end": 2299.36, "word": " rows", "probability": 0.8291015625}, {"start": 2299.36, "end": 2299.94, "word": " and", "probability": 0.73486328125}, {"start": 2299.94, "end": 2300.66, "word": " عشرة", "probability": 0.9728190104166666}, {"start": 2300.66, "end": 2301.3, "word": " columns", "probability": 0.9521484375}, {"start": 2301.3, "end": 2301.98, "word": " كويس", "probability": 0.7456868489583334}, {"start": 2301.98, "end": 2302.86, "word": " المطلوب", "probability": 0.9293212890625}, {"start": 2302.86, "end": 2302.98, "word": " إن", "probability": 0.472900390625}, {"start": 2302.98, "end": 2303.16, "word": " احنا", "probability": 0.7832845052083334}, {"start": 2303.16, "end": 2303.38, "word": " بدنا", "probability": 0.936767578125}, {"start": 2303.38, "end": 2304.02, "word": " نصنف", "probability": 0.9832763671875}, {"start": 2304.02, "end": 2305.2, "word": " مجموعة", "probability": 0.93271484375}, {"start": 2305.2, "end": 2305.36, "word": " ال", "probability": 0.98486328125}, {"start": 2305.36, "end": 2305.64, "word": " inputs", "probability": 0.4189453125}, {"start": 2305.64, "end": 2306.3, "word": " ومجموعة", "probability": 0.9390462239583334}, {"start": 2306.3, "end": 2306.44, "word": " ال", "probability": 0.9892578125}, {"start": 2306.44, "end": 2306.68, "word": " inputs", "probability": 0.83349609375}, {"start": 2306.68, "end": 2307.08, "word": " هذه", "probability": 0.7724609375}, {"start": 2307.08, "end": 2307.2, "word": " اللي", "probability": 0.9716796875}, {"start": 2307.2, "end": 2307.36, "word": " بدنا", "probability": 0.97705078125}, {"start": 2307.36, "end": 2307.78, "word": " نعطيله", "probability": 0.774560546875}, {"start": 2307.78, "end": 2308.28, "word": " إياها", "probability": 0.7430826822916666}, {"start": 2308.28, "end": 2308.7, "word": " هي", "probability": 0.8916015625}, {"start": 2308.7, "end": 2309.06, "word": " عبارة", "probability": 0.9984130859375}, {"start": 2309.06, "end": 2309.24, "word": " عن", "probability": 0.9951171875}, {"start": 2309.24, "end": 2309.58, "word": " inputs", "probability": 0.67431640625}, {"start": 2309.58, "end": 2310.18, "word": " vectors", "probability": 0.9462890625}, {"start": 2310.18, "end": 2311.14, "word": " امرتبة", "probability": 0.9658203125}, {"start": 2311.14, "end": 2312.22, "word": " كالف", "probability": 0.7574055989583334}, {"start": 2312.22, "end": 2312.96, "word": " input", "probability": 0.96044921875}, {"start": 2312.96, "end": 2313.52, "word": " vector", "probability": 0.86279296875}], "temperature": 1.0}, {"id": 95, "seek": 233317, "start": 2314.39, "end": 2333.17, "text": "الف input vectors هدولة بدنا ندخلهم لهم قيم uniformal بمعنى ان هم موزعين بشكل uniform على الشبكة اللي هي عشرة في عشرة ف initially بهذا الشكل هنفترض هنرمي 100 node", "tokens": [6027, 5172, 4846, 18875, 8032, 3215, 12610, 3660, 47525, 8315, 8717, 3215, 9778, 1211, 16095, 5296, 16095, 12174, 32640, 517, 351, 24440, 4724, 2304, 3615, 1863, 7578, 16472, 8032, 2304, 3714, 2407, 11622, 3615, 9957, 4724, 8592, 28820, 9452, 15844, 25124, 3555, 4117, 3660, 13672, 1829, 39896, 6225, 8592, 25720, 8978, 6225, 8592, 25720, 6156, 9105, 39627, 15730, 25124, 28820, 8032, 1863, 5172, 2655, 43042, 8032, 1863, 2288, 2304, 1829, 2319, 9984], "avg_logprob": -0.18493150684931506, "compression_ratio": 1.4342857142857144, "no_speech_prob": 3.159046173095703e-06, "words": [{"start": 2314.39, "end": 2314.77, "word": "الف", "probability": 0.644775390625}, {"start": 2314.77, "end": 2315.09, "word": " input", "probability": 0.8681640625}, {"start": 2315.09, "end": 2315.57, "word": " vectors", "probability": 0.93115234375}, {"start": 2315.57, "end": 2316.21, "word": " هدولة", "probability": 0.8984375}, {"start": 2316.21, "end": 2316.53, "word": " بدنا", "probability": 0.96533203125}, {"start": 2316.53, "end": 2317.47, "word": " ندخلهم", "probability": 0.96298828125}, {"start": 2317.47, "end": 2318.97, "word": " لهم", "probability": 0.56475830078125}, {"start": 2318.97, "end": 2319.31, "word": " قيم", "probability": 0.96923828125}, {"start": 2319.31, "end": 2320.33, "word": " uniformal", "probability": 0.6553955078125}, {"start": 2320.33, "end": 2320.69, "word": " بمعنى", "probability": 0.94169921875}, {"start": 2320.69, "end": 2320.79, "word": " ان", "probability": 0.46826171875}, {"start": 2320.79, "end": 2320.95, "word": " هم", "probability": 0.87158203125}, {"start": 2320.95, "end": 2321.63, "word": " موزعين", "probability": 0.977734375}, {"start": 2321.63, "end": 2322.33, "word": " بشكل", "probability": 0.9775390625}, {"start": 2322.33, "end": 2322.77, "word": " uniform", "probability": 0.8154296875}, {"start": 2322.77, "end": 2323.41, "word": " على", "probability": 0.70947265625}, {"start": 2323.41, "end": 2324.15, "word": " الشبكة", "probability": 0.9683837890625}, {"start": 2324.15, "end": 2324.35, "word": " اللي", "probability": 0.84375}, {"start": 2324.35, "end": 2324.55, "word": " هي", "probability": 0.94580078125}, {"start": 2324.55, "end": 2324.99, "word": " عشرة", "probability": 0.8465169270833334}, {"start": 2324.99, "end": 2325.35, "word": " في", "probability": 0.8447265625}, {"start": 2325.35, "end": 2325.75, "word": " عشرة", "probability": 0.9734700520833334}, {"start": 2325.75, "end": 2327.25, "word": " ف", "probability": 0.88232421875}, {"start": 2327.25, "end": 2328.09, "word": " initially", "probability": 0.420654296875}, {"start": 2328.09, "end": 2328.91, "word": " بهذا", "probability": 0.96240234375}, {"start": 2328.91, "end": 2329.31, "word": " الشكل", "probability": 0.991943359375}, {"start": 2329.31, "end": 2330.31, "word": " هنفترض", "probability": 0.8921875}, {"start": 2330.31, "end": 2330.95, "word": " هنرمي", "probability": 0.84228515625}, {"start": 2330.95, "end": 2332.35, "word": " 100", "probability": 0.29541015625}, {"start": 2332.35, "end": 2333.17, "word": " node", "probability": 0.7265625}], "temperature": 1.0}, {"id": 96, "seek": 235417, "start": 2334.42, "end": 2354.18, "text": "ال meet node هدول بمثله إيش؟ meet output .. meet node بمعنى meet output .. كل w من هدول هي output .. هي تمثل output .. هي حالة لحالها .. هي class لحالها .. هي cluster لحالها .. فده cluster خاص بحاله .. كويس يعتبر كأنه cluster بده يتحرك .. الآن هدولة initially بدأناهم بهذا الشكل", "tokens": [6027, 1677, 9984, 8032, 3215, 12610, 4724, 2304, 12984, 43761, 11933, 1829, 8592, 22807, 1677, 5598, 4386, 1677, 9984, 4724, 2304, 3615, 1863, 7578, 1677, 5598, 4386, 28242, 261, 9154, 8032, 3215, 12610, 39896, 5598, 4386, 39896, 46811, 12984, 1211, 5598, 4386, 39896, 11331, 6027, 3660, 5296, 5016, 6027, 11296, 4386, 39896, 1508, 5296, 5016, 6027, 11296, 4386, 39896, 13630, 5296, 5016, 6027, 11296, 4386, 6156, 3215, 3224, 13630, 16490, 33546, 4724, 5016, 6027, 3224, 4386, 9122, 45865, 3794, 7251, 34268, 26890, 9122, 33456, 3224, 13630, 47525, 3224, 7251, 2655, 5016, 31747, 4386, 6024, 48506, 8032, 3215, 12610, 3660, 9105, 47525, 10721, 8315, 16095, 39627, 15730, 25124, 28820], "avg_logprob": -0.18119266328461672, "compression_ratio": 1.9275362318840579, "no_speech_prob": 2.562999725341797e-06, "words": [{"start": 2334.42, "end": 2334.66, "word": "ال", "probability": 0.44140625}, {"start": 2334.66, "end": 2334.82, "word": " meet", "probability": 0.428955078125}, {"start": 2334.82, "end": 2334.98, "word": " node", "probability": 0.8359375}, {"start": 2334.98, "end": 2335.18, "word": " هدول", "probability": 0.7613932291666666}, {"start": 2335.18, "end": 2335.52, "word": " بمثله", "probability": 0.77197265625}, {"start": 2335.52, "end": 2335.92, "word": " إيش؟", "probability": 0.64508056640625}, {"start": 2335.92, "end": 2336.12, "word": " meet", "probability": 0.7802734375}, {"start": 2336.12, "end": 2336.52, "word": " output", "probability": 0.9716796875}, {"start": 2336.52, "end": 2337.2, "word": " ..", "probability": 0.22705078125}, {"start": 2337.2, "end": 2337.42, "word": " meet", "probability": 0.6845703125}, {"start": 2337.42, "end": 2337.68, "word": " node", "probability": 0.93017578125}, {"start": 2337.68, "end": 2337.98, "word": " بمعنى", "probability": 0.89912109375}, {"start": 2337.98, "end": 2338.12, "word": " meet", "probability": 0.9365234375}, {"start": 2338.12, "end": 2338.48, "word": " output", "probability": 0.9873046875}, {"start": 2338.48, "end": 2338.8, "word": " ..", "probability": 0.5322265625}, {"start": 2338.8, "end": 2339.04, "word": " كل", "probability": 0.8095703125}, {"start": 2339.04, "end": 2339.52, "word": " w", "probability": 0.46142578125}, {"start": 2339.52, "end": 2339.68, "word": " من", "probability": 0.98876953125}, {"start": 2339.68, "end": 2339.92, "word": " هدول", "probability": 0.9763997395833334}, {"start": 2339.92, "end": 2340.06, "word": " هي", "probability": 0.79150390625}, {"start": 2340.06, "end": 2340.42, "word": " output", "probability": 0.97802734375}, {"start": 2340.42, "end": 2340.94, "word": " ..", "probability": 0.734375}, {"start": 2340.94, "end": 2341.04, "word": " هي", "probability": 0.8544921875}, {"start": 2341.04, "end": 2341.42, "word": " تمثل", "probability": 0.9309895833333334}, {"start": 2341.42, "end": 2341.74, "word": " output", "probability": 0.9892578125}, {"start": 2341.74, "end": 2342.28, "word": " ..", "probability": 0.86669921875}, {"start": 2342.28, "end": 2342.38, "word": " هي", "probability": 0.8837890625}, {"start": 2342.38, "end": 2342.78, "word": " حالة", "probability": 0.9905598958333334}, {"start": 2342.78, "end": 2343.16, "word": " لحالها", "probability": 0.9906005859375}, {"start": 2343.16, "end": 2343.44, "word": " ..", "probability": 0.9140625}, {"start": 2343.44, "end": 2343.6, "word": " هي", "probability": 0.96240234375}, {"start": 2343.6, "end": 2344.46, "word": " class", "probability": 0.9873046875}, {"start": 2344.46, "end": 2344.9, "word": " لحالها", "probability": 0.995849609375}, {"start": 2344.9, "end": 2345.12, "word": " ..", "probability": 0.9775390625}, {"start": 2345.12, "end": 2345.32, "word": " هي", "probability": 0.95166015625}, {"start": 2345.32, "end": 2346.5, "word": " cluster", "probability": 0.9541015625}, {"start": 2346.5, "end": 2347.4, "word": " لحالها", "probability": 0.9969482421875}, {"start": 2347.4, "end": 2347.74, "word": " ..", "probability": 0.71337890625}, {"start": 2347.74, "end": 2347.96, "word": " فده", "probability": 0.8466796875}, {"start": 2347.96, "end": 2348.38, "word": " cluster", "probability": 0.9560546875}, {"start": 2348.38, "end": 2348.76, "word": " خاص", "probability": 0.99462890625}, {"start": 2348.76, "end": 2349.16, "word": " بحاله", "probability": 0.947265625}, {"start": 2349.16, "end": 2349.42, "word": " ..", "probability": 0.8671875}, {"start": 2349.42, "end": 2349.66, "word": " كويس", "probability": 0.9777018229166666}, {"start": 2349.66, "end": 2349.94, "word": " يعتبر", "probability": 0.7962239583333334}, {"start": 2349.94, "end": 2350.22, "word": " كأنه", "probability": 0.9850260416666666}, {"start": 2350.22, "end": 2350.6, "word": " cluster", "probability": 0.9658203125}, {"start": 2350.6, "end": 2351.38, "word": " بده", "probability": 0.840087890625}, {"start": 2351.38, "end": 2351.78, "word": " يتحرك", "probability": 0.992431640625}, {"start": 2351.78, "end": 2352.16, "word": " ..", "probability": 0.8896484375}, {"start": 2352.16, "end": 2352.4, "word": " الآن", "probability": 0.6566162109375}, {"start": 2352.4, "end": 2352.76, "word": " هدولة", "probability": 0.81402587890625}, {"start": 2352.76, "end": 2353.16, "word": " initially", "probability": 0.26025390625}, {"start": 2353.16, "end": 2353.58, "word": " بدأناهم", "probability": 0.942626953125}, {"start": 2353.58, "end": 2353.82, "word": " بهذا", "probability": 0.927978515625}, {"start": 2353.82, "end": 2354.18, "word": " الشكل", "probability": 0.994384765625}], "temperature": 1.0}, {"id": 97, "seek": 237414, "start": 2354.96, "end": 2374.14, "text": "و هدولة كل النقاط هدولة هي ال connections الجانبية احنا قلنا ال output ففي connections جانبية بينهم هي مش لحاله منفرد و مش لحاله منفرد عشان احدد من خلال ال .. ال .. ال .. ال robot الجانبية هذه قيمها بتتحدد بناء على ال Mexican hat بناء على ال Mexican hat", "tokens": [2407, 8032, 3215, 12610, 3660, 28242, 28239, 4587, 41193, 8032, 3215, 12610, 3660, 39896, 2423, 9271, 25724, 7649, 3555, 10632, 1975, 5016, 8315, 12174, 1211, 8315, 2423, 5598, 6156, 41185, 9271, 10874, 7649, 3555, 10632, 49374, 16095, 39896, 37893, 5296, 5016, 6027, 3224, 9154, 5172, 2288, 3215, 4032, 37893, 5296, 5016, 6027, 3224, 9154, 5172, 2288, 3215, 6225, 8592, 7649, 1975, 24401, 3215, 9154, 16490, 1211, 6027, 2423, 4386, 2423, 4386, 2423, 4386, 2423, 7881, 25724, 7649, 3555, 10632, 29538, 12174, 32640, 11296, 39894, 2655, 24401, 3215, 44945, 16606, 15844, 2423, 16164, 2385, 44945, 16606, 15844, 2423, 16164, 2385], "avg_logprob": -0.16046874940395356, "compression_ratio": 1.9653465346534653, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2354.96, "end": 2355.16, "word": "و", "probability": 0.8447265625}, {"start": 2355.16, "end": 2355.54, "word": " هدولة", "probability": 0.73406982421875}, {"start": 2355.54, "end": 2355.72, "word": " كل", "probability": 0.7587890625}, {"start": 2355.72, "end": 2356.12, "word": " النقاط", "probability": 0.9436848958333334}, {"start": 2356.12, "end": 2356.4, "word": " هدولة", "probability": 0.975830078125}, {"start": 2356.4, "end": 2356.62, "word": " هي", "probability": 0.916015625}, {"start": 2356.62, "end": 2357.16, "word": " ال", "probability": 0.90478515625}, {"start": 2357.16, "end": 2357.6, "word": " connections", "probability": 0.95068359375}, {"start": 2357.6, "end": 2358.34, "word": " الجانبية", "probability": 0.9764404296875}, {"start": 2358.34, "end": 2359.12, "word": " احنا", "probability": 0.7215169270833334}, {"start": 2359.12, "end": 2359.32, "word": " قلنا", "probability": 0.77197265625}, {"start": 2359.32, "end": 2359.42, "word": " ال", "probability": 0.91748046875}, {"start": 2359.42, "end": 2359.78, "word": " output", "probability": 0.96826171875}, {"start": 2359.78, "end": 2360.14, "word": " ففي", "probability": 0.558349609375}, {"start": 2360.14, "end": 2360.48, "word": " connections", "probability": 0.89794921875}, {"start": 2360.48, "end": 2361.4, "word": " جانبية", "probability": 0.94873046875}, {"start": 2361.4, "end": 2362.28, "word": " بينهم", "probability": 0.899169921875}, {"start": 2362.28, "end": 2362.82, "word": " هي", "probability": 0.6533203125}, {"start": 2362.82, "end": 2363.04, "word": " مش", "probability": 0.982421875}, {"start": 2363.04, "end": 2363.48, "word": " لحاله", "probability": 0.986328125}, {"start": 2363.48, "end": 2363.98, "word": " منفرد", "probability": 0.8817138671875}, {"start": 2363.98, "end": 2364.18, "word": " و", "probability": 0.369873046875}, {"start": 2364.18, "end": 2364.3, "word": " مش", "probability": 0.8447265625}, {"start": 2364.3, "end": 2364.62, "word": " لحاله", "probability": 0.99658203125}, {"start": 2364.62, "end": 2365.08, "word": " منفرد", "probability": 0.9842529296875}, {"start": 2365.08, "end": 2365.7, "word": " عشان", "probability": 0.9866536458333334}, {"start": 2365.7, "end": 2366.42, "word": " احدد", "probability": 0.9226888020833334}, {"start": 2366.42, "end": 2366.56, "word": " من", "probability": 0.998046875}, {"start": 2366.56, "end": 2366.94, "word": " خلال", "probability": 0.9943033854166666}, {"start": 2366.94, "end": 2367.16, "word": " ال", "probability": 0.97509765625}, {"start": 2367.16, "end": 2367.16, "word": " ..", "probability": 0.7080078125}, {"start": 2367.16, "end": 2367.8, "word": " ال", "probability": 0.9501953125}, {"start": 2367.8, "end": 2367.8, "word": " ..", "probability": 0.95166015625}, {"start": 2367.8, "end": 2367.94, "word": " ال", "probability": 0.9580078125}, {"start": 2367.94, "end": 2368.04, "word": " ..", "probability": 0.62451171875}, {"start": 2368.04, "end": 2368.04, "word": " ال", "probability": 0.921875}, {"start": 2368.04, "end": 2368.24, "word": " robot", "probability": 0.253662109375}, {"start": 2368.24, "end": 2368.86, "word": " الجانبية", "probability": 0.9884033203125}, {"start": 2368.86, "end": 2369.18, "word": " هذه", "probability": 0.66650390625}, {"start": 2369.18, "end": 2370.2, "word": " قيمها", "probability": 0.84130859375}, {"start": 2370.2, "end": 2370.82, "word": " بتتحدد", "probability": 0.856689453125}, {"start": 2370.82, "end": 2371.14, "word": " بناء", "probability": 0.938720703125}, {"start": 2371.14, "end": 2371.38, "word": " على", "probability": 0.78857421875}, {"start": 2371.38, "end": 2371.78, "word": " ال", "probability": 0.8203125}, {"start": 2371.78, "end": 2372.14, "word": " Mexican", "probability": 0.857421875}, {"start": 2372.14, "end": 2372.56, "word": " hat", "probability": 0.91015625}, {"start": 2372.56, "end": 2373.3, "word": " بناء", "probability": 0.804443359375}, {"start": 2373.3, "end": 2373.48, "word": " على", "probability": 0.9287109375}, {"start": 2373.48, "end": 2373.58, "word": " ال", "probability": 0.8291015625}, {"start": 2373.58, "end": 2373.86, "word": " Mexican", "probability": 0.90087890625}, {"start": 2373.86, "end": 2374.14, "word": " hat", "probability": 0.9755859375}], "temperature": 1.0}, {"id": 98, "seek": 240338, "start": 2374.66, "end": 2403.38, "text": "تمام هذه ال initial random weights بعد 100 iterations هتبدأ شوية بهذا الشكل بعد 1000 iterations هتبدأ شوية شوية تترتب لعند ما نصل انه بعد 10,000 iterations هنصل لهذا الشكل بحيث انه توزعت ال outputs بهذا الشكل يعني اتوزعت ال weights بهذا الشكل يعني عدد ال classes اتوزعوا بالشكل اللي احنا شايفينه بحيث انه", "tokens": [39237, 10943, 29538, 2423, 5883, 4974, 17443, 39182, 2319, 36540, 8032, 2655, 44510, 10721, 13412, 2407, 10632, 39627, 15730, 25124, 28820, 39182, 9714, 36540, 8032, 2655, 44510, 10721, 13412, 2407, 10632, 13412, 2407, 10632, 6055, 2655, 43500, 3555, 5296, 3615, 41260, 19446, 8717, 36520, 16472, 3224, 39182, 1266, 11, 1360, 36540, 8032, 1863, 36520, 46740, 15730, 25124, 28820, 4724, 5016, 1829, 12984, 16472, 3224, 33427, 11622, 34268, 2423, 23930, 39627, 15730, 25124, 28820, 37495, 22653, 1975, 2655, 2407, 11622, 34268, 2423, 17443, 39627, 15730, 25124, 28820, 37495, 22653, 6225, 3215, 3215, 2423, 5359, 1975, 2655, 2407, 11622, 3615, 14407, 20666, 8592, 28820, 13672, 1829, 1975, 5016, 8315, 13412, 995, 33911, 9957, 3224, 4724, 5016, 1829, 12984, 16472, 3224], "avg_logprob": -0.11344537790082082, "compression_ratio": 2.140909090909091, "no_speech_prob": 1.0132789611816406e-06, "words": [{"start": 2374.66, "end": 2375.04, "word": "تمام", "probability": 0.76025390625}, {"start": 2375.04, "end": 2375.78, "word": " هذه", "probability": 0.6416015625}, {"start": 2375.78, "end": 2376.16, "word": " ال", "probability": 0.94287109375}, {"start": 2376.16, "end": 2376.5, "word": " initial", "probability": 0.52685546875}, {"start": 2376.5, "end": 2377.26, "word": " random", "probability": 0.83447265625}, {"start": 2377.26, "end": 2377.68, "word": " weights", "probability": 0.8359375}, {"start": 2377.68, "end": 2378.58, "word": " بعد", "probability": 0.8916015625}, {"start": 2378.58, "end": 2379.0, "word": " 100", "probability": 0.73095703125}, {"start": 2379.0, "end": 2379.66, "word": " iterations", "probability": 0.87548828125}, {"start": 2379.66, "end": 2380.28, "word": " هتبدأ", "probability": 0.81573486328125}, {"start": 2380.28, "end": 2380.58, "word": " شوية", "probability": 0.8873697916666666}, {"start": 2380.58, "end": 2380.86, "word": " بهذا", "probability": 0.958984375}, {"start": 2380.86, "end": 2381.22, "word": " الشكل", "probability": 0.9921875}, {"start": 2381.22, "end": 2381.9, "word": " بعد", "probability": 0.8134765625}, {"start": 2381.9, "end": 2382.52, "word": " 1000", "probability": 0.429931640625}, {"start": 2382.52, "end": 2383.08, "word": " iterations", "probability": 0.6806640625}, {"start": 2383.08, "end": 2383.54, "word": " هتبدأ", "probability": 0.9681396484375}, {"start": 2383.54, "end": 2383.8, "word": " شوية", "probability": 0.9529622395833334}, {"start": 2383.8, "end": 2384.06, "word": " شوية", "probability": 0.9768880208333334}, {"start": 2384.06, "end": 2384.6, "word": " تترتب", "probability": 0.96142578125}, {"start": 2384.6, "end": 2385.14, "word": " لعند", "probability": 0.86962890625}, {"start": 2385.14, "end": 2385.22, "word": " ما", "probability": 0.88671875}, {"start": 2385.22, "end": 2385.52, "word": " نصل", "probability": 0.95703125}, {"start": 2385.52, "end": 2385.76, "word": " انه", "probability": 0.624267578125}, {"start": 2385.76, "end": 2386.0, "word": " بعد", "probability": 0.93798828125}, {"start": 2386.0, "end": 2386.42, "word": " 10", "probability": 0.658203125}, {"start": 2386.42, "end": 2386.82, "word": ",000", "probability": 0.79541015625}, {"start": 2386.82, "end": 2387.5, "word": " iterations", "probability": 0.8994140625}, {"start": 2387.5, "end": 2388.36, "word": " هنصل", "probability": 0.8956705729166666}, {"start": 2388.36, "end": 2388.84, "word": " لهذا", "probability": 0.970947265625}, {"start": 2388.84, "end": 2389.3, "word": " الشكل", "probability": 0.9912109375}, {"start": 2389.3, "end": 2389.9, "word": " بحيث", "probability": 0.9776611328125}, {"start": 2389.9, "end": 2390.1, "word": " انه", "probability": 0.8857421875}, {"start": 2390.1, "end": 2390.9, "word": " توزعت", "probability": 0.8439127604166666}, {"start": 2390.9, "end": 2392.58, "word": " ال", "probability": 0.95068359375}, {"start": 2392.58, "end": 2393.04, "word": " outputs", "probability": 0.445556640625}, {"start": 2393.04, "end": 2393.58, "word": " بهذا", "probability": 0.986083984375}, {"start": 2393.58, "end": 2393.98, "word": " الشكل", "probability": 0.990234375}, {"start": 2393.98, "end": 2394.8, "word": " يعني", "probability": 0.93115234375}, {"start": 2394.8, "end": 2395.82, "word": " اتوزعت", "probability": 0.9494140625}, {"start": 2395.82, "end": 2396.14, "word": " ال", "probability": 0.998046875}, {"start": 2396.14, "end": 2396.52, "word": " weights", "probability": 0.8232421875}, {"start": 2396.52, "end": 2396.98, "word": " بهذا", "probability": 0.9931640625}, {"start": 2396.98, "end": 2397.38, "word": " الشكل", "probability": 0.98974609375}, {"start": 2397.38, "end": 2398.04, "word": " يعني", "probability": 0.96142578125}, {"start": 2398.04, "end": 2398.62, "word": " عدد", "probability": 0.9900716145833334}, {"start": 2398.62, "end": 2398.78, "word": " ال", "probability": 0.90234375}, {"start": 2398.78, "end": 2399.48, "word": " classes", "probability": 0.95458984375}, {"start": 2399.48, "end": 2400.82, "word": " اتوزعوا", "probability": 0.9258626302083334}, {"start": 2400.82, "end": 2401.18, "word": " بالشكل", "probability": 0.9537760416666666}, {"start": 2401.18, "end": 2401.3, "word": " اللي", "probability": 0.964599609375}, {"start": 2401.3, "end": 2401.48, "word": " احنا", "probability": 0.89208984375}, {"start": 2401.48, "end": 2402.1, "word": " شايفينه", "probability": 0.9833984375}, {"start": 2402.1, "end": 2402.84, "word": " بحيث", "probability": 0.988037109375}, {"start": 2402.84, "end": 2403.38, "word": " انه", "probability": 0.922607421875}], "temperature": 1.0}, {"id": 99, "seek": 242673, "start": 2405.23, "end": 2426.73, "text": "هذا ال cluster الأول أو ال class الأول اللي ممكن يكون حوالي مجموعة النقاط هذه طيب هذا ال cluster التالت اللي حوالي مجموعة النقاط هذه فهتكون المجموعة النقاط اللي هنا حركتهم لعند ما وصلوا بالشكل اللي احنا شايفينه بالضبط زي المثال اللي احنا كنا رسمينه هنا و اللي قلنا انه في مجموعة حلات", "tokens": [3224, 15730, 2423, 13630, 16247, 12610, 34051, 2423, 1508, 16247, 12610, 13672, 1829, 3714, 43020, 7251, 30544, 11331, 2407, 6027, 1829, 3714, 7435, 2304, 2407, 27884, 28239, 4587, 41193, 29538, 23032, 1829, 3555, 23758, 2423, 13630, 16712, 6027, 2655, 13672, 1829, 11331, 2407, 6027, 1829, 3714, 7435, 2304, 2407, 27884, 28239, 4587, 41193, 29538, 6156, 3224, 2655, 30544, 9673, 7435, 2304, 2407, 27884, 28239, 4587, 41193, 13672, 1829, 34105, 11331, 31747, 2655, 16095, 5296, 3615, 41260, 19446, 4032, 36520, 14407, 20666, 8592, 28820, 13672, 1829, 1975, 5016, 8315, 13412, 995, 33911, 9957, 3224, 20666, 11242, 3555, 9566, 30767, 1829, 9673, 12984, 6027, 13672, 1829, 1975, 5016, 8315, 9122, 8315, 12602, 38251, 9957, 3224, 34105, 4032, 13672, 1829, 12174, 1211, 8315, 16472, 3224, 8978, 3714, 7435, 2304, 2407, 27884, 11331, 1211, 9307], "avg_logprob": -0.08913352419481133, "compression_ratio": 2.28110599078341, "no_speech_prob": 3.933906555175781e-06, "words": [{"start": 2405.23, "end": 2405.57, "word": "هذا", "probability": 0.884765625}, {"start": 2405.57, "end": 2405.67, "word": " ال", "probability": 0.95263671875}, {"start": 2405.67, "end": 2406.37, "word": " cluster", "probability": 0.8818359375}, {"start": 2406.37, "end": 2406.91, "word": " الأول", "probability": 0.783203125}, {"start": 2406.91, "end": 2407.09, "word": " أو", "probability": 0.69677734375}, {"start": 2407.09, "end": 2407.21, "word": " ال", "probability": 0.9765625}, {"start": 2407.21, "end": 2407.45, "word": " class", "probability": 0.92236328125}, {"start": 2407.45, "end": 2407.97, "word": " الأول", "probability": 0.966796875}, {"start": 2407.97, "end": 2408.45, "word": " اللي", "probability": 0.826904296875}, {"start": 2408.45, "end": 2408.73, "word": " ممكن", "probability": 0.9755859375}, {"start": 2408.73, "end": 2409.15, "word": " يكون", "probability": 0.992431640625}, {"start": 2409.15, "end": 2409.65, "word": " حوالي", "probability": 0.9305419921875}, {"start": 2409.65, "end": 2410.07, "word": " مجموعة", "probability": 0.938671875}, {"start": 2410.07, "end": 2410.47, "word": " النقاط", "probability": 0.9189453125}, {"start": 2410.47, "end": 2410.77, "word": " هذه", "probability": 0.80859375}, {"start": 2410.77, "end": 2411.37, "word": " طيب", "probability": 0.9251302083333334}, {"start": 2411.37, "end": 2411.59, "word": " هذا", "probability": 0.65673828125}, {"start": 2411.59, "end": 2411.71, "word": " ال", "probability": 0.9892578125}, {"start": 2411.71, "end": 2412.09, "word": " cluster", "probability": 0.98828125}, {"start": 2412.09, "end": 2413.03, "word": " التالت", "probability": 0.9689127604166666}, {"start": 2413.03, "end": 2413.17, "word": " اللي", "probability": 0.949951171875}, {"start": 2413.17, "end": 2413.43, "word": " حوالي", "probability": 0.9815673828125}, {"start": 2413.43, "end": 2413.69, "word": " مجموعة", "probability": 0.9728515625}, {"start": 2413.69, "end": 2414.05, "word": " النقاط", "probability": 0.9825846354166666}, {"start": 2414.05, "end": 2414.35, "word": " هذه", "probability": 0.94775390625}, {"start": 2414.35, "end": 2415.67, "word": " فهتكون", "probability": 0.79132080078125}, {"start": 2415.67, "end": 2416.37, "word": " المجموعة", "probability": 0.90107421875}, {"start": 2416.37, "end": 2416.85, "word": " النقاط", "probability": 0.9791666666666666}, {"start": 2416.85, "end": 2417.05, "word": " اللي", "probability": 0.9833984375}, {"start": 2417.05, "end": 2417.37, "word": " هنا", "probability": 0.99267578125}, {"start": 2417.37, "end": 2418.63, "word": " حركتهم", "probability": 0.9912109375}, {"start": 2418.63, "end": 2419.15, "word": " لعند", "probability": 0.8758138020833334}, {"start": 2419.15, "end": 2419.25, "word": " ما", "probability": 0.92236328125}, {"start": 2419.25, "end": 2419.69, "word": " وصلوا", "probability": 0.91796875}, {"start": 2419.69, "end": 2420.33, "word": " بالشكل", "probability": 0.97509765625}, {"start": 2420.33, "end": 2420.45, "word": " اللي", "probability": 0.9921875}, {"start": 2420.45, "end": 2420.61, "word": " احنا", "probability": 0.84521484375}, {"start": 2420.61, "end": 2421.25, "word": " شايفينه", "probability": 0.98291015625}, {"start": 2421.25, "end": 2422.13, "word": " بالضبط", "probability": 0.9647216796875}, {"start": 2422.13, "end": 2422.47, "word": " زي", "probability": 0.964599609375}, {"start": 2422.47, "end": 2422.85, "word": " المثال", "probability": 0.96044921875}, {"start": 2422.85, "end": 2422.97, "word": " اللي", "probability": 0.989501953125}, {"start": 2422.97, "end": 2423.13, "word": " احنا", "probability": 0.94091796875}, {"start": 2423.13, "end": 2423.35, "word": " كنا", "probability": 0.937744140625}, {"start": 2423.35, "end": 2423.85, "word": " رسمينه", "probability": 0.9781494140625}, {"start": 2423.85, "end": 2424.15, "word": " هنا", "probability": 0.99462890625}, {"start": 2424.15, "end": 2425.19, "word": " و", "probability": 0.541015625}, {"start": 2425.19, "end": 2425.27, "word": " اللي", "probability": 0.938720703125}, {"start": 2425.27, "end": 2425.47, "word": " قلنا", "probability": 0.8790690104166666}, {"start": 2425.47, "end": 2425.71, "word": " انه", "probability": 0.604248046875}, {"start": 2425.71, "end": 2425.79, "word": " في", "probability": 0.94091796875}, {"start": 2425.79, "end": 2426.21, "word": " مجموعة", "probability": 0.9259765625}, {"start": 2426.21, "end": 2426.73, "word": " حلات", "probability": 0.8455403645833334}], "temperature": 1.0}, {"id": 100, "seek": 245284, "start": 2427.94, "end": 2452.84, "text": "أولى ومجموعة حالات تانية أو states تانية تمثل cluster أول و cluster تانى ل X1 و X2 وقلنا إن إذا أنا من الأساس عارف و هذا كان بيبين معانا في أول .. أول رسمة في أول رسمة هنا هيهم عشوائيين أنا عارف إن هم عددهم كان هنا 100 هنا بدأوا يقولوا عددهم 2 فهي node أولى وهي واحدة تانية نفترض بهذا الشكل", "tokens": [10721, 12610, 7578, 4032, 2304, 7435, 2304, 2407, 27884, 11331, 6027, 9307, 6055, 7649, 10632, 34051, 4368, 6055, 7649, 10632, 46811, 12984, 1211, 13630, 5551, 12610, 4032, 13630, 6055, 7649, 7578, 5296, 1783, 16, 4032, 1783, 17, 4032, 4587, 1211, 8315, 36145, 11933, 15730, 41850, 9154, 16247, 3794, 32277, 6225, 9640, 5172, 4032, 23758, 25961, 4724, 1829, 3555, 9957, 20449, 7649, 995, 8978, 5551, 12610, 4386, 5551, 12610, 12602, 38251, 3660, 8978, 5551, 12610, 12602, 38251, 3660, 34105, 39896, 16095, 6225, 8592, 2407, 16373, 1829, 9957, 41850, 6225, 9640, 5172, 36145, 8032, 2304, 6225, 3215, 3215, 16095, 25961, 34105, 2319, 34105, 47525, 10721, 14407, 7251, 39648, 14407, 6225, 3215, 3215, 16095, 568, 6156, 3224, 1829, 9984, 5551, 12610, 7578, 37037, 1829, 36764, 24401, 3660, 6055, 7649, 10632, 8717, 5172, 2655, 43042, 39627, 15730, 25124, 28820], "avg_logprob": -0.1754365861415863, "compression_ratio": 1.8582375478927202, "no_speech_prob": 2.1636486053466797e-05, "words": [{"start": 2427.94, "end": 2428.44, "word": "أولى", "probability": 0.75927734375}, {"start": 2428.44, "end": 2429.14, "word": " ومجموعة", "probability": 0.8470052083333334}, {"start": 2429.14, "end": 2429.56, "word": " حالات", "probability": 0.9029947916666666}, {"start": 2429.56, "end": 2430.0, "word": " تانية", "probability": 0.9806315104166666}, {"start": 2430.0, "end": 2430.38, "word": " أو", "probability": 0.5859375}, {"start": 2430.38, "end": 2430.8, "word": " states", "probability": 0.90625}, {"start": 2430.8, "end": 2431.32, "word": " تانية", "probability": 0.9905598958333334}, {"start": 2431.32, "end": 2432.3, "word": " تمثل", "probability": 0.9016927083333334}, {"start": 2432.3, "end": 2432.74, "word": " cluster", "probability": 0.869140625}, {"start": 2432.74, "end": 2433.0, "word": " أول", "probability": 0.767578125}, {"start": 2433.0, "end": 2433.1, "word": " و", "probability": 0.92724609375}, {"start": 2433.1, "end": 2433.44, "word": " cluster", "probability": 0.70703125}, {"start": 2433.44, "end": 2433.94, "word": " تانى", "probability": 0.8600260416666666}, {"start": 2433.94, "end": 2434.3, "word": " ل", "probability": 0.94580078125}, {"start": 2434.3, "end": 2434.9, "word": " X1", "probability": 0.603759765625}, {"start": 2434.9, "end": 2435.26, "word": " و", "probability": 0.951171875}, {"start": 2435.26, "end": 2435.96, "word": " X2", "probability": 0.91650390625}, {"start": 2435.96, "end": 2436.9, "word": " وقلنا", "probability": 0.8304443359375}, {"start": 2436.9, "end": 2437.04, "word": " إن", "probability": 0.375732421875}, {"start": 2437.04, "end": 2437.28, "word": " إذا", "probability": 0.75927734375}, {"start": 2437.28, "end": 2437.52, "word": " أنا", "probability": 0.79345703125}, {"start": 2437.52, "end": 2437.72, "word": " من", "probability": 0.99169921875}, {"start": 2437.72, "end": 2438.24, "word": " الأساس", "probability": 0.9739583333333334}, {"start": 2438.24, "end": 2438.78, "word": " عارف", "probability": 0.9947916666666666}, {"start": 2438.78, "end": 2438.92, "word": " و", "probability": 0.5224609375}, {"start": 2438.92, "end": 2439.06, "word": " هذا", "probability": 0.343505859375}, {"start": 2439.06, "end": 2439.24, "word": " كان", "probability": 0.951171875}, {"start": 2439.24, "end": 2439.76, "word": " بيبين", "probability": 0.802001953125}, {"start": 2439.76, "end": 2440.12, "word": " معانا", "probability": 0.8141276041666666}, {"start": 2440.12, "end": 2440.28, "word": " في", "probability": 0.89208984375}, {"start": 2440.28, "end": 2440.8, "word": " أول", "probability": 0.965087890625}, {"start": 2440.8, "end": 2441.0, "word": " ..", "probability": 0.40673828125}, {"start": 2441.0, "end": 2441.8, "word": " أول", "probability": 0.908935546875}, {"start": 2441.8, "end": 2442.38, "word": " رسمة", "probability": 0.93798828125}, {"start": 2442.38, "end": 2443.58, "word": " في", "probability": 0.58935546875}, {"start": 2443.58, "end": 2443.76, "word": " أول", "probability": 0.987060546875}, {"start": 2443.76, "end": 2444.04, "word": " رسمة", "probability": 0.9866536458333334}, {"start": 2444.04, "end": 2444.18, "word": " هنا", "probability": 0.9140625}, {"start": 2444.18, "end": 2444.4, "word": " هيهم", "probability": 0.4649658203125}, {"start": 2444.4, "end": 2445.04, "word": " عشوائيين", "probability": 0.9744466145833334}, {"start": 2445.04, "end": 2445.36, "word": " أنا", "probability": 0.8857421875}, {"start": 2445.36, "end": 2445.6, "word": " عارف", "probability": 0.9933268229166666}, {"start": 2445.6, "end": 2445.7, "word": " إن", "probability": 0.56201171875}, {"start": 2445.7, "end": 2445.86, "word": " هم", "probability": 0.69970703125}, {"start": 2445.86, "end": 2446.18, "word": " عددهم", "probability": 0.9661865234375}, {"start": 2446.18, "end": 2446.34, "word": " كان", "probability": 0.97998046875}, {"start": 2446.34, "end": 2446.52, "word": " هنا", "probability": 0.94140625}, {"start": 2446.52, "end": 2446.74, "word": " 100", "probability": 0.5791015625}, {"start": 2446.74, "end": 2447.12, "word": " هنا", "probability": 0.841796875}, {"start": 2447.12, "end": 2447.38, "word": " بدأوا", "probability": 0.6170247395833334}, {"start": 2447.38, "end": 2447.46, "word": " يقولوا", "probability": 0.8440755208333334}, {"start": 2447.46, "end": 2447.76, "word": " عددهم", "probability": 0.9881591796875}, {"start": 2447.76, "end": 2448.08, "word": " 2", "probability": 0.568359375}, {"start": 2448.08, "end": 2448.72, "word": " فهي", "probability": 0.9205729166666666}, {"start": 2448.72, "end": 2449.46, "word": " node", "probability": 0.818359375}, {"start": 2449.46, "end": 2449.98, "word": " أولى", "probability": 0.9729817708333334}, {"start": 2449.98, "end": 2450.92, "word": " وهي", "probability": 0.85302734375}, {"start": 2450.92, "end": 2451.4, "word": " واحدة", "probability": 0.9860026041666666}, {"start": 2451.4, "end": 2451.62, "word": " تانية", "probability": 0.9890950520833334}, {"start": 2451.62, "end": 2452.04, "word": " نفترض", "probability": 0.83636474609375}, {"start": 2452.04, "end": 2452.52, "word": " بهذا", "probability": 0.93701171875}, {"start": 2452.52, "end": 2452.84, "word": " الشكل", "probability": 0.991943359375}], "temperature": 1.0}, {"id": 101, "seek": 248071, "start": 2454.72, "end": 2480.72, "text": "تنتين هدول بدخل أول input ال input الأول نفترض هي ال input الأول زي ما أخدنا مثال توه بحسب مسافات الأقرب هي اللي بيكون للحق أنه تجرب شوية طبعا بنسبة حسب الفرق و بمقدار ال alpha فبتيجي بتجرب هنا وهديكي خلاص اتعدلت أصبحت هنا مكانها", "tokens": [2655, 29399, 9957, 8032, 3215, 12610, 47525, 9778, 1211, 5551, 12610, 4846, 2423, 4846, 16247, 12610, 8717, 5172, 2655, 43042, 39896, 2423, 4846, 16247, 12610, 30767, 1829, 19446, 5551, 9778, 3215, 8315, 50113, 6027, 33427, 3224, 4724, 5016, 35457, 47524, 31845, 9307, 16247, 4587, 25513, 39896, 13672, 1829, 4724, 1829, 30544, 5296, 1211, 5016, 4587, 14739, 3224, 6055, 7435, 25513, 13412, 2407, 10632, 23032, 3555, 3615, 995, 44945, 35457, 3660, 11331, 35457, 27188, 2288, 4587, 4032, 4724, 2304, 28543, 9640, 2423, 8961, 6156, 3555, 31371, 7435, 1829, 39894, 7435, 25513, 34105, 37037, 16254, 4117, 1829, 16490, 1211, 33546, 1975, 2655, 22488, 1211, 2655, 5551, 9381, 3555, 33753, 34105, 3714, 41361, 11296], "avg_logprob": -0.15931919376764977, "compression_ratio": 1.8073394495412844, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2454.72, "end": 2455.1, "word": "تنتين", "probability": 0.6744791666666666}, {"start": 2455.1, "end": 2455.46, "word": " هدول", "probability": 0.884765625}, {"start": 2455.46, "end": 2456.16, "word": " بدخل", "probability": 0.6563313802083334}, {"start": 2456.16, "end": 2456.36, "word": " أول", "probability": 0.8994140625}, {"start": 2456.36, "end": 2456.8, "word": " input", "probability": 0.96484375}, {"start": 2456.8, "end": 2457.32, "word": " ال", "probability": 0.537109375}, {"start": 2457.32, "end": 2457.56, "word": " input", "probability": 0.96435546875}, {"start": 2457.56, "end": 2457.88, "word": " الأول", "probability": 0.9775390625}, {"start": 2457.88, "end": 2458.2, "word": " نفترض", "probability": 0.9476318359375}, {"start": 2458.2, "end": 2458.38, "word": " هي", "probability": 0.716796875}, {"start": 2458.38, "end": 2458.48, "word": " ال", "probability": 0.955078125}, {"start": 2458.48, "end": 2458.68, "word": " input", "probability": 0.990234375}, {"start": 2458.68, "end": 2459.06, "word": " الأول", "probability": 0.974365234375}, {"start": 2459.06, "end": 2459.68, "word": " زي", "probability": 0.955078125}, {"start": 2459.68, "end": 2459.8, "word": " ما", "probability": 0.935546875}, {"start": 2459.8, "end": 2460.34, "word": " أخدنا", "probability": 0.77752685546875}, {"start": 2460.34, "end": 2460.66, "word": " مثال", "probability": 0.9228515625}, {"start": 2460.66, "end": 2461.06, "word": " توه", "probability": 0.4114990234375}, {"start": 2461.06, "end": 2461.66, "word": " بحسب", "probability": 0.75830078125}, {"start": 2461.66, "end": 2462.34, "word": " مسافات", "probability": 0.97998046875}, {"start": 2462.34, "end": 2464.22, "word": " الأقرب", "probability": 0.9767252604166666}, {"start": 2464.22, "end": 2464.4, "word": " هي", "probability": 0.935546875}, {"start": 2464.4, "end": 2464.54, "word": " اللي", "probability": 0.95068359375}, {"start": 2464.54, "end": 2464.72, "word": " بيكون", "probability": 0.9386393229166666}, {"start": 2464.72, "end": 2465.1, "word": " للحق", "probability": 0.66778564453125}, {"start": 2465.1, "end": 2465.26, "word": " أنه", "probability": 0.76513671875}, {"start": 2465.26, "end": 2465.56, "word": " تجرب", "probability": 0.9812825520833334}, {"start": 2465.56, "end": 2466.0, "word": " شوية", "probability": 0.9222005208333334}, {"start": 2466.0, "end": 2466.9, "word": " طبعا", "probability": 0.966796875}, {"start": 2466.9, "end": 2468.12, "word": " بنسبة", "probability": 0.8883463541666666}, {"start": 2468.12, "end": 2469.14, "word": " حسب", "probability": 0.966064453125}, {"start": 2469.14, "end": 2470.12, "word": " الفرق", "probability": 0.9874674479166666}, {"start": 2470.12, "end": 2470.9, "word": " و", "probability": 0.775390625}, {"start": 2470.9, "end": 2473.56, "word": " بمقدار", "probability": 0.8212890625}, {"start": 2473.56, "end": 2473.76, "word": " ال", "probability": 0.86474609375}, {"start": 2473.76, "end": 2474.06, "word": " alpha", "probability": 0.72412109375}, {"start": 2474.06, "end": 2474.76, "word": " فبتيجي", "probability": 0.958203125}, {"start": 2474.76, "end": 2475.16, "word": " بتجرب", "probability": 0.9554036458333334}, {"start": 2475.16, "end": 2475.5, "word": " هنا", "probability": 0.99609375}, {"start": 2475.5, "end": 2478.2, "word": " وهديكي", "probability": 0.760498046875}, {"start": 2478.2, "end": 2478.66, "word": " خلاص", "probability": 0.9908854166666666}, {"start": 2478.66, "end": 2479.58, "word": " اتعدلت", "probability": 0.9056640625}, {"start": 2479.58, "end": 2480.1, "word": " أصبحت", "probability": 0.9183349609375}, {"start": 2480.1, "end": 2480.28, "word": " هنا", "probability": 0.97607421875}, {"start": 2480.28, "end": 2480.72, "word": " مكانها", "probability": 0.9925130208333334}], "temperature": 1.0}, {"id": 102, "seek": 251058, "start": 2481.96, "end": 2510.58, "text": "هي صار تعديل طيب input تانية ندخل ال input اللي وراها لسه هذه iteration وراها لما تخلص كل حالة بحالتها من ال input ستقول بيصير one epoch one epoch كويس هفترض أنه هذه اللي دخلناها التانية لأ هذه أجربلها فإذا هذه اللي بتتجرب تيجي قريب منها عشان يصبح عند الجديد هذه واحدة و هذه واحدة بهذا الشكل صاروا الجداد هذه واحدة هنا و واحدة هنا جربوا", "tokens": [3224, 1829, 20328, 9640, 37279, 16254, 1211, 23032, 1829, 3555, 4846, 6055, 7649, 10632, 8717, 3215, 9778, 1211, 2423, 4846, 13672, 1829, 4032, 23557, 11296, 5296, 3794, 3224, 29538, 24784, 4032, 23557, 11296, 5296, 15042, 6055, 9778, 1211, 9381, 28242, 11331, 6027, 3660, 4724, 5016, 6027, 2655, 11296, 9154, 2423, 4846, 8608, 2655, 39648, 4724, 1829, 9381, 13546, 472, 30992, 339, 472, 30992, 339, 9122, 45865, 3794, 8032, 5172, 2655, 43042, 14739, 3224, 29538, 13672, 1829, 11778, 9778, 1211, 8315, 11296, 16712, 7649, 10632, 5296, 10721, 29538, 5551, 7435, 25513, 1211, 11296, 6156, 28814, 15730, 29538, 13672, 1829, 39894, 2655, 7435, 25513, 6055, 1829, 7435, 1829, 12174, 16572, 3555, 9154, 11296, 6225, 8592, 7649, 7251, 9381, 49628, 43242, 25724, 16254, 3215, 29538, 36764, 24401, 3660, 4032, 29538, 36764, 24401, 3660, 39627, 15730, 25124, 28820, 20328, 9640, 14407, 25724, 3215, 18513, 29538, 36764, 24401, 3660, 34105, 4032, 36764, 24401, 3660, 34105, 10874, 25513, 14407], "avg_logprob": -0.155945615915509, "compression_ratio": 2.0693430656934306, "no_speech_prob": 1.1682510375976562e-05, "words": [{"start": 2481.96, "end": 2482.2, "word": "هي", "probability": 0.5352783203125}, {"start": 2482.2, "end": 2482.4, "word": " صار", "probability": 0.906982421875}, {"start": 2482.4, "end": 2482.96, "word": " تعديل", "probability": 0.8849283854166666}, {"start": 2482.96, "end": 2483.74, "word": " طيب", "probability": 0.85302734375}, {"start": 2483.74, "end": 2484.18, "word": " input", "probability": 0.75048828125}, {"start": 2484.18, "end": 2484.66, "word": " تانية", "probability": 0.9619140625}, {"start": 2484.66, "end": 2485.48, "word": " ندخل", "probability": 0.890380859375}, {"start": 2485.48, "end": 2485.54, "word": " ال", "probability": 0.98095703125}, {"start": 2485.54, "end": 2485.74, "word": " input", "probability": 0.970703125}, {"start": 2485.74, "end": 2485.9, "word": " اللي", "probability": 0.931396484375}, {"start": 2485.9, "end": 2486.28, "word": " وراها", "probability": 0.9951171875}, {"start": 2486.28, "end": 2486.74, "word": " لسه", "probability": 0.943359375}, {"start": 2486.74, "end": 2486.9, "word": " هذه", "probability": 0.4208984375}, {"start": 2486.9, "end": 2487.22, "word": " iteration", "probability": 0.705078125}, {"start": 2487.22, "end": 2487.7, "word": " وراها", "probability": 0.9939778645833334}, {"start": 2487.7, "end": 2488.28, "word": " لما", "probability": 0.947998046875}, {"start": 2488.28, "end": 2488.68, "word": " تخلص", "probability": 0.9063720703125}, {"start": 2488.68, "end": 2489.04, "word": " كل", "probability": 0.98388671875}, {"start": 2489.04, "end": 2489.5, "word": " حالة", "probability": 0.9900716145833334}, {"start": 2489.5, "end": 2489.9, "word": " بحالتها", "probability": 0.89111328125}, {"start": 2489.9, "end": 2490.02, "word": " من", "probability": 0.9921875}, {"start": 2490.02, "end": 2490.1, "word": " ال", "probability": 0.978515625}, {"start": 2490.1, "end": 2490.28, "word": " input", "probability": 0.95556640625}, {"start": 2490.28, "end": 2490.54, "word": " ستقول", "probability": 0.6497395833333334}, {"start": 2490.54, "end": 2490.82, "word": " بيصير", "probability": 0.811767578125}, {"start": 2490.82, "end": 2491.02, "word": " one", "probability": 0.9052734375}, {"start": 2491.02, "end": 2491.52, "word": " epoch", "probability": 0.64501953125}, {"start": 2491.52, "end": 2491.82, "word": " one", "probability": 0.318359375}, {"start": 2491.82, "end": 2492.54, "word": " epoch", "probability": 0.979248046875}, {"start": 2492.54, "end": 2493.24, "word": " كويس", "probability": 0.93896484375}, {"start": 2493.24, "end": 2493.84, "word": " هفترض", "probability": 0.897705078125}, {"start": 2493.84, "end": 2494.04, "word": " أنه", "probability": 0.4898681640625}, {"start": 2494.04, "end": 2494.18, "word": " هذه", "probability": 0.380615234375}, {"start": 2494.18, "end": 2494.28, "word": " اللي", "probability": 0.9580078125}, {"start": 2494.28, "end": 2494.72, "word": " دخلناها", "probability": 0.98310546875}, {"start": 2494.72, "end": 2495.14, "word": " التانية", "probability": 0.91796875}, {"start": 2495.14, "end": 2495.9, "word": " لأ", "probability": 0.90625}, {"start": 2495.9, "end": 2496.1, "word": " هذه", "probability": 0.95458984375}, {"start": 2496.1, "end": 2496.62, "word": " أجربلها", "probability": 0.83359375}, {"start": 2496.62, "end": 2496.92, "word": " فإذا", "probability": 0.7819010416666666}, {"start": 2496.92, "end": 2497.14, "word": " هذه", "probability": 0.90673828125}, {"start": 2497.14, "end": 2497.22, "word": " اللي", "probability": 0.98193359375}, {"start": 2497.22, "end": 2497.68, "word": " بتتجرب", "probability": 0.8973388671875}, {"start": 2497.68, "end": 2498.08, "word": " تيجي", "probability": 0.804931640625}, {"start": 2498.08, "end": 2498.86, "word": " قريب", "probability": 0.99169921875}, {"start": 2498.86, "end": 2499.2, "word": " منها", "probability": 0.9951171875}, {"start": 2499.2, "end": 2500.1, "word": " عشان", "probability": 0.9405924479166666}, {"start": 2500.1, "end": 2500.44, "word": " يصبح", "probability": 0.9930013020833334}, {"start": 2500.44, "end": 2500.66, "word": " عند", "probability": 0.9853515625}, {"start": 2500.66, "end": 2501.22, "word": " الجديد", "probability": 0.8898111979166666}, {"start": 2501.22, "end": 2501.52, "word": " هذه", "probability": 0.9150390625}, {"start": 2501.52, "end": 2501.94, "word": " واحدة", "probability": 0.9557291666666666}, {"start": 2501.94, "end": 2502.12, "word": " و", "probability": 0.51953125}, {"start": 2502.12, "end": 2502.28, "word": " هذه", "probability": 0.87646484375}, {"start": 2502.28, "end": 2503.16, "word": " واحدة", "probability": 0.9781901041666666}, {"start": 2503.16, "end": 2504.18, "word": " بهذا", "probability": 0.828369140625}, {"start": 2504.18, "end": 2505.34, "word": " الشكل", "probability": 0.99365234375}, {"start": 2505.34, "end": 2508.88, "word": " صاروا", "probability": 0.837890625}, {"start": 2508.88, "end": 2509.22, "word": " الجداد", "probability": 0.71240234375}, {"start": 2509.22, "end": 2509.36, "word": " هذه", "probability": 0.399169921875}, {"start": 2509.36, "end": 2509.6, "word": " واحدة", "probability": 0.98681640625}, {"start": 2509.6, "end": 2509.74, "word": " هنا", "probability": 0.97265625}, {"start": 2509.74, "end": 2509.84, "word": " و", "probability": 0.7587890625}, {"start": 2509.84, "end": 2509.98, "word": " واحدة", "probability": 0.9508463541666666}, {"start": 2509.98, "end": 2510.14, "word": " هنا", "probability": 0.99560546875}, {"start": 2510.14, "end": 2510.58, "word": " جربوا", "probability": 0.9697265625}], "temperature": 1.0}, {"id": 103, "seek": 253609, "start": 2511.35, "end": 2536.09, "text": "كل واحد قاعدة بتجرب عشان نصل في الآخر بعد ما تخلص كل ال iteration تبعك انه عندك حالتين حالة واحدة هنا هتكون و حالة هنا هاي ال two classes تبعونك بحيث ان هذه صنفة المجموعة هذه و هذه صنفة المجموعة هذه طيب خلصنا", "tokens": [28820, 36764, 24401, 12174, 995, 22488, 3660, 39894, 7435, 25513, 6225, 8592, 7649, 8717, 36520, 8978, 6024, 95, 34740, 39182, 19446, 6055, 9778, 1211, 9381, 28242, 2423, 24784, 6055, 3555, 3615, 4117, 16472, 3224, 43242, 4117, 11331, 6027, 2655, 9957, 11331, 6027, 3660, 36764, 24401, 3660, 34105, 8032, 2655, 30544, 4032, 11331, 6027, 3660, 34105, 8032, 47302, 2423, 732, 5359, 6055, 3555, 3615, 11536, 4117, 4724, 5016, 1829, 12984, 16472, 29538, 20328, 1863, 5172, 3660, 9673, 7435, 2304, 2407, 27884, 29538, 4032, 29538, 20328, 1863, 5172, 3660, 9673, 7435, 2304, 2407, 27884, 29538, 23032, 1829, 3555, 16490, 1211, 9381, 8315], "avg_logprob": -0.15068068952843694, "compression_ratio": 1.775, "no_speech_prob": 3.635883331298828e-06, "words": [{"start": 2511.35, "end": 2511.59, "word": "كل", "probability": 0.93603515625}, {"start": 2511.59, "end": 2511.73, "word": " واحد", "probability": 0.992919921875}, {"start": 2511.73, "end": 2511.97, "word": " قاعدة", "probability": 0.5813446044921875}, {"start": 2511.97, "end": 2512.45, "word": " بتجرب", "probability": 0.95947265625}, {"start": 2512.45, "end": 2513.31, "word": " عشان", "probability": 0.9075520833333334}, {"start": 2513.31, "end": 2513.61, "word": " نصل", "probability": 0.8916015625}, {"start": 2513.61, "end": 2513.77, "word": " في", "probability": 0.92626953125}, {"start": 2513.77, "end": 2514.21, "word": " الآخر", "probability": 0.9384765625}, {"start": 2514.21, "end": 2514.45, "word": " بعد", "probability": 0.9375}, {"start": 2514.45, "end": 2514.57, "word": " ما", "probability": 0.7861328125}, {"start": 2514.57, "end": 2514.95, "word": " تخلص", "probability": 0.99462890625}, {"start": 2514.95, "end": 2515.31, "word": " كل", "probability": 0.92333984375}, {"start": 2515.31, "end": 2515.45, "word": " ال", "probability": 0.95849609375}, {"start": 2515.45, "end": 2515.75, "word": " iteration", "probability": 0.7099609375}, {"start": 2515.75, "end": 2516.41, "word": " تبعك", "probability": 0.962646484375}, {"start": 2516.41, "end": 2518.05, "word": " انه", "probability": 0.7724609375}, {"start": 2518.05, "end": 2519.37, "word": " عندك", "probability": 0.989501953125}, {"start": 2519.37, "end": 2520.11, "word": " حالتين", "probability": 0.9136962890625}, {"start": 2520.11, "end": 2521.01, "word": " حالة", "probability": 0.966796875}, {"start": 2521.01, "end": 2521.35, "word": " واحدة", "probability": 0.9401041666666666}, {"start": 2521.35, "end": 2521.59, "word": " هنا", "probability": 0.9794921875}, {"start": 2521.59, "end": 2522.59, "word": " هتكون", "probability": 0.8312174479166666}, {"start": 2522.59, "end": 2524.97, "word": " و", "probability": 0.67041015625}, {"start": 2524.97, "end": 2525.27, "word": " حالة", "probability": 0.8756510416666666}, {"start": 2525.27, "end": 2525.53, "word": " هنا", "probability": 0.994140625}, {"start": 2525.53, "end": 2527.77, "word": " هاي", "probability": 0.689453125}, {"start": 2527.77, "end": 2527.85, "word": " ال", "probability": 0.9697265625}, {"start": 2527.85, "end": 2527.95, "word": " two", "probability": 0.91015625}, {"start": 2527.95, "end": 2528.41, "word": " classes", "probability": 0.93603515625}, {"start": 2528.41, "end": 2529.37, "word": " تبعونك", "probability": 0.93232421875}, {"start": 2529.37, "end": 2529.65, "word": " بحيث", "probability": 0.9583740234375}, {"start": 2529.65, "end": 2529.75, "word": " ان", "probability": 0.783203125}, {"start": 2529.75, "end": 2530.25, "word": " هذه", "probability": 0.10565185546875}, {"start": 2530.25, "end": 2531.47, "word": " صنفة", "probability": 0.9339599609375}, {"start": 2531.47, "end": 2531.97, "word": " المجموعة", "probability": 0.9078125}, {"start": 2531.97, "end": 2532.27, "word": " هذه", "probability": 0.80419921875}, {"start": 2532.27, "end": 2532.75, "word": " و", "probability": 0.63427734375}, {"start": 2532.75, "end": 2532.95, "word": " هذه", "probability": 0.72998046875}, {"start": 2532.95, "end": 2533.37, "word": " صنفة", "probability": 0.99072265625}, {"start": 2533.37, "end": 2533.79, "word": " المجموعة", "probability": 0.93720703125}, {"start": 2533.79, "end": 2534.33, "word": " هذه", "probability": 0.90185546875}, {"start": 2534.33, "end": 2535.35, "word": " طيب", "probability": 0.9186197916666666}, {"start": 2535.35, "end": 2536.09, "word": " خلصنا", "probability": 0.9566650390625}], "temperature": 1.0}, {"id": 104, "seek": 255475, "start": 2536.95, "end": 2554.75, "text": "هيك خلصنا مرحلة ل training فى عملية ال test إيش بنسويه عملية ال test بخزن بس القيمتين بتاع ال V ال W لا أكثر ولا أقل بمعنى إن أنا خلص خلصت التعلم هدول كلهم مش محتاجهم هدهم هدول كله انا ال two classes او ال two inputs", "tokens": [3224, 1829, 4117, 16490, 1211, 9381, 8315, 3714, 2288, 5016, 37977, 5296, 3097, 6156, 7578, 6225, 42213, 10632, 2423, 1500, 11933, 1829, 8592, 44945, 3794, 45865, 3224, 6225, 42213, 10632, 2423, 1500, 4724, 9778, 11622, 1863, 4724, 3794, 25062, 32640, 2655, 9957, 39894, 45761, 2423, 691, 2423, 343, 20193, 5551, 4117, 49115, 49429, 5551, 4587, 1211, 4724, 2304, 3615, 1863, 7578, 36145, 41850, 16490, 1211, 9381, 16490, 1211, 9381, 2655, 16712, 3615, 19528, 8032, 3215, 12610, 28242, 16095, 37893, 3714, 33753, 26108, 16095, 8032, 3215, 16095, 8032, 3215, 12610, 28242, 3224, 1975, 8315, 2423, 732, 5359, 1975, 2407, 2423, 732, 15743], "avg_logprob": -0.2066482863589829, "compression_ratio": 1.6778846153846154, "no_speech_prob": 1.0132789611816406e-06, "words": [{"start": 2536.95, "end": 2537.31, "word": "هيك", "probability": 0.621826171875}, {"start": 2537.31, "end": 2537.73, "word": " خلصنا", "probability": 0.9801025390625}, {"start": 2537.73, "end": 2538.03, "word": " مرحلة", "probability": 0.9869384765625}, {"start": 2538.03, "end": 2538.15, "word": " ل", "probability": 0.33984375}, {"start": 2538.15, "end": 2538.55, "word": " training", "probability": 0.42333984375}, {"start": 2538.55, "end": 2538.79, "word": " فى", "probability": 0.607421875}, {"start": 2538.79, "end": 2539.01, "word": " عملية", "probability": 0.9791666666666666}, {"start": 2539.01, "end": 2539.13, "word": " ال", "probability": 0.9140625}, {"start": 2539.13, "end": 2539.25, "word": " test", "probability": 0.95458984375}, {"start": 2539.25, "end": 2539.41, "word": " إيش", "probability": 0.7876790364583334}, {"start": 2539.41, "end": 2540.17, "word": " بنسويه", "probability": 0.80810546875}, {"start": 2540.17, "end": 2540.61, "word": " عملية", "probability": 0.8507486979166666}, {"start": 2540.61, "end": 2540.79, "word": " ال", "probability": 0.9423828125}, {"start": 2540.79, "end": 2541.15, "word": " test", "probability": 0.9697265625}, {"start": 2541.15, "end": 2542.27, "word": " بخزن", "probability": 0.9346923828125}, {"start": 2542.27, "end": 2542.53, "word": " بس", "probability": 0.95654296875}, {"start": 2542.53, "end": 2542.93, "word": " القيمتين", "probability": 0.9163818359375}, {"start": 2542.93, "end": 2543.09, "word": " بتاع", "probability": 0.701904296875}, {"start": 2543.09, "end": 2543.23, "word": " ال", "probability": 0.38671875}, {"start": 2543.23, "end": 2543.43, "word": " V", "probability": 0.6494140625}, {"start": 2543.43, "end": 2543.71, "word": " ال", "probability": 0.428955078125}, {"start": 2543.71, "end": 2544.35, "word": " W", "probability": 0.603515625}, {"start": 2544.35, "end": 2544.89, "word": " لا", "probability": 0.65234375}, {"start": 2544.89, "end": 2545.19, "word": " أكثر", "probability": 0.93310546875}, {"start": 2545.19, "end": 2545.33, "word": " ولا", "probability": 0.94482421875}, {"start": 2545.33, "end": 2545.61, "word": " أقل", "probability": 0.9920247395833334}, {"start": 2545.61, "end": 2546.19, "word": " بمعنى", "probability": 0.97548828125}, {"start": 2546.19, "end": 2546.31, "word": " إن", "probability": 0.422119140625}, {"start": 2546.31, "end": 2546.45, "word": " أنا", "probability": 0.7275390625}, {"start": 2546.45, "end": 2546.71, "word": " خلص", "probability": 0.95947265625}, {"start": 2546.71, "end": 2547.07, "word": " خلصت", "probability": 0.81549072265625}, {"start": 2547.07, "end": 2547.49, "word": " التعلم", "probability": 0.92724609375}, {"start": 2547.49, "end": 2548.15, "word": " هدول", "probability": 0.9178059895833334}, {"start": 2548.15, "end": 2548.39, "word": " كلهم", "probability": 0.90283203125}, {"start": 2548.39, "end": 2548.83, "word": " مش", "probability": 0.265380859375}, {"start": 2548.83, "end": 2549.49, "word": " محتاجهم", "probability": 0.9791259765625}, {"start": 2549.49, "end": 2551.09, "word": " هدهم", "probability": 0.7591145833333334}, {"start": 2551.09, "end": 2551.47, "word": " هدول", "probability": 0.94091796875}, {"start": 2551.47, "end": 2551.79, "word": " كله", "probability": 0.9287109375}, {"start": 2551.79, "end": 2552.35, "word": " انا", "probability": 0.753662109375}, {"start": 2552.35, "end": 2552.55, "word": " ال", "probability": 0.91357421875}, {"start": 2552.55, "end": 2553.31, "word": " two", "probability": 0.857421875}, {"start": 2553.31, "end": 2553.73, "word": " classes", "probability": 0.9111328125}, {"start": 2553.73, "end": 2553.99, "word": " او", "probability": 0.818115234375}, {"start": 2553.99, "end": 2554.13, "word": " ال", "probability": 0.716796875}, {"start": 2554.13, "end": 2554.31, "word": " two", "probability": 0.9150390625}, {"start": 2554.31, "end": 2554.75, "word": " inputs", "probability": 0.9111328125}], "temperature": 1.0}, {"id": 105, "seek": 257942, "start": 2555.92, "end": 2579.42, "text": "ماكنتش .. كلهم مش محتاج .. هدخل فقط w1 و w2 لا أكثر ولا أقل في عندي w1 و w2 هدول تمثل ال classes الاقل لما بدخل input من عندى ال input افرض اجه هنا نفترض input اجه هنا بهذا الشكل ال input اللي بهذا الشكل بروح بحسب مسافته بالنسبة ل w1 و ل w2", "tokens": [15042, 19452, 2655, 8592, 4386, 28242, 16095, 37893, 3714, 33753, 26108, 4386, 8032, 3215, 9778, 1211, 6156, 47432, 261, 16, 4032, 261, 17, 20193, 5551, 4117, 49115, 49429, 5551, 4587, 1211, 8978, 43242, 1829, 261, 16, 4032, 261, 17, 8032, 3215, 12610, 46811, 12984, 1211, 2423, 5359, 42963, 4587, 1211, 5296, 15042, 47525, 9778, 1211, 4846, 9154, 43242, 7578, 2423, 4846, 1975, 5172, 43042, 1975, 7435, 3224, 34105, 8717, 5172, 2655, 43042, 4846, 1975, 7435, 3224, 34105, 39627, 15730, 25124, 28820, 2423, 4846, 13672, 1829, 39627, 15730, 25124, 28820, 4724, 32887, 5016, 4724, 5016, 35457, 47524, 31845, 47395, 20666, 1863, 35457, 3660, 5296, 261, 16, 4032, 5296, 261, 17], "avg_logprob": -0.16036932454867797, "compression_ratio": 1.7897196261682242, "no_speech_prob": 1.728534698486328e-05, "words": [{"start": 2555.92, "end": 2556.44, "word": "ماكنتش", "probability": 0.82574462890625}, {"start": 2556.44, "end": 2556.6, "word": " ..", "probability": 0.29150390625}, {"start": 2556.6, "end": 2556.9, "word": " كلهم", "probability": 0.90234375}, {"start": 2556.9, "end": 2557.02, "word": " مش", "probability": 0.9853515625}, {"start": 2557.02, "end": 2557.36, "word": " محتاج", "probability": 0.9947916666666666}, {"start": 2557.36, "end": 2557.68, "word": " ..", "probability": 0.28271484375}, {"start": 2557.68, "end": 2558.24, "word": " هدخل", "probability": 0.9605712890625}, {"start": 2558.24, "end": 2558.62, "word": " فقط", "probability": 0.98095703125}, {"start": 2558.62, "end": 2559.7, "word": " w1", "probability": 0.6505126953125}, {"start": 2559.7, "end": 2559.84, "word": " و", "probability": 0.994140625}, {"start": 2559.84, "end": 2560.32, "word": " w2", "probability": 0.8681640625}, {"start": 2560.32, "end": 2560.52, "word": " لا", "probability": 0.3642578125}, {"start": 2560.52, "end": 2560.8, "word": " أكثر", "probability": 0.9104817708333334}, {"start": 2560.8, "end": 2560.94, "word": " ولا", "probability": 0.94384765625}, {"start": 2560.94, "end": 2561.22, "word": " أقل", "probability": 0.99169921875}, {"start": 2561.22, "end": 2561.36, "word": " في", "probability": 0.354736328125}, {"start": 2561.36, "end": 2561.56, "word": " عندي", "probability": 0.654541015625}, {"start": 2561.56, "end": 2562.12, "word": " w1", "probability": 0.869140625}, {"start": 2562.12, "end": 2562.38, "word": " و", "probability": 0.9951171875}, {"start": 2562.38, "end": 2563.1, "word": " w2", "probability": 0.913818359375}, {"start": 2563.1, "end": 2563.58, "word": " هدول", "probability": 0.93994140625}, {"start": 2563.58, "end": 2563.92, "word": " تمثل", "probability": 0.9612630208333334}, {"start": 2563.92, "end": 2563.98, "word": " ال", "probability": 0.9150390625}, {"start": 2563.98, "end": 2564.26, "word": " classes", "probability": 0.88525390625}, {"start": 2564.26, "end": 2564.98, "word": " الاقل", "probability": 0.6315511067708334}, {"start": 2564.98, "end": 2565.08, "word": " لما", "probability": 0.933349609375}, {"start": 2565.08, "end": 2565.56, "word": " بدخل", "probability": 0.9046223958333334}, {"start": 2565.56, "end": 2566.08, "word": " input", "probability": 0.99169921875}, {"start": 2566.08, "end": 2566.26, "word": " من", "probability": 0.98974609375}, {"start": 2566.26, "end": 2566.74, "word": " عندى", "probability": 0.72314453125}, {"start": 2566.74, "end": 2567.64, "word": " ال", "probability": 0.845703125}, {"start": 2567.64, "end": 2567.88, "word": " input", "probability": 0.9931640625}, {"start": 2567.88, "end": 2568.26, "word": " افرض", "probability": 0.8938802083333334}, {"start": 2568.26, "end": 2568.54, "word": " اجه", "probability": 0.6839192708333334}, {"start": 2568.54, "end": 2568.76, "word": " هنا", "probability": 0.91357421875}, {"start": 2568.76, "end": 2571.38, "word": " نفترض", "probability": 0.9410400390625}, {"start": 2571.38, "end": 2571.84, "word": " input", "probability": 0.99462890625}, {"start": 2571.84, "end": 2572.12, "word": " اجه", "probability": 0.9479166666666666}, {"start": 2572.12, "end": 2572.24, "word": " هنا", "probability": 0.98291015625}, {"start": 2572.24, "end": 2572.5, "word": " بهذا", "probability": 0.91796875}, {"start": 2572.5, "end": 2572.84, "word": " الشكل", "probability": 0.994140625}, {"start": 2572.84, "end": 2574.26, "word": " ال", "probability": 0.958984375}, {"start": 2574.26, "end": 2574.44, "word": " input", "probability": 0.98095703125}, {"start": 2574.44, "end": 2574.56, "word": " اللي", "probability": 0.827392578125}, {"start": 2574.56, "end": 2574.74, "word": " بهذا", "probability": 0.967529296875}, {"start": 2574.74, "end": 2575.08, "word": " الشكل", "probability": 0.990966796875}, {"start": 2575.08, "end": 2575.88, "word": " بروح", "probability": 0.9674479166666666}, {"start": 2575.88, "end": 2576.28, "word": " بحسب", "probability": 0.98095703125}, {"start": 2576.28, "end": 2576.98, "word": " مسافته", "probability": 0.8611653645833334}, {"start": 2576.98, "end": 2578.18, "word": " بالنسبة", "probability": 0.9385986328125}, {"start": 2578.18, "end": 2578.26, "word": " ل", "probability": 0.951171875}, {"start": 2578.26, "end": 2578.78, "word": " w1", "probability": 0.820556640625}, {"start": 2578.78, "end": 2578.88, "word": " و", "probability": 0.896484375}, {"start": 2578.88, "end": 2578.92, "word": " ل", "probability": 0.82373046875}, {"start": 2578.92, "end": 2579.42, "word": " w2", "probability": 0.846923828125}], "temperature": 1.0}, {"id": 106, "seek": 259873, "start": 2580.5, "end": 2598.74, "text": "مين الأقرب؟ هفترض أنه هنا مثلا يعني عشان تكون بمجرد نظر أوضح لك نجربها لوحد منهم طبعا بالنسبالي حاسوبه بيحسبها بال .. بالظبط هنفترض أنه أقرب ل W2 فبيصنفها مع ال class التاني أو مع ال cluster التاني فبيقولك أه هذه تصنيف cluster رقم 2", "tokens": [2304, 9957, 16247, 4587, 25513, 22807, 8032, 5172, 2655, 43042, 14739, 3224, 34105, 50113, 15040, 37495, 22653, 6225, 8592, 7649, 6055, 30544, 4724, 2304, 7435, 2288, 3215, 8717, 19913, 2288, 34051, 11242, 5016, 5296, 4117, 8717, 7435, 25513, 11296, 45164, 24401, 9154, 16095, 23032, 3555, 3615, 995, 20666, 1863, 35457, 6027, 1829, 11331, 32277, 37746, 3224, 4724, 1829, 5016, 35457, 11296, 20666, 4386, 20666, 19913, 3555, 9566, 8032, 1863, 5172, 2655, 43042, 14739, 3224, 5551, 4587, 25513, 5296, 343, 17, 6156, 21292, 9381, 1863, 5172, 11296, 20449, 2423, 1508, 16712, 7649, 1829, 34051, 20449, 2423, 13630, 16712, 7649, 1829, 6156, 21292, 39648, 4117, 5551, 3224, 29538, 6055, 9381, 22653, 5172, 13630, 12602, 4587, 2304, 568], "avg_logprob": -0.15113147232553054, "compression_ratio": 1.752212389380531, "no_speech_prob": 7.748603820800781e-07, "words": [{"start": 2580.5000000000005, "end": 2581.1800000000003, "word": "مين", "probability": 0.441314697265625}, {"start": 2581.1800000000003, "end": 2581.86, "word": " الأقرب؟", "probability": 0.82586669921875}, {"start": 2581.86, "end": 2582.2, "word": " هفترض", "probability": 0.8587646484375}, {"start": 2582.2, "end": 2582.4, "word": " أنه", "probability": 0.6258544921875}, {"start": 2582.4, "end": 2582.54, "word": " هنا", "probability": 0.9169921875}, {"start": 2582.54, "end": 2582.92, "word": " مثلا", "probability": 0.9560546875}, {"start": 2582.92, "end": 2583.64, "word": " يعني", "probability": 0.77734375}, {"start": 2583.64, "end": 2583.9, "word": " عشان", "probability": 0.9602864583333334}, {"start": 2583.9, "end": 2584.12, "word": " تكون", "probability": 0.959716796875}, {"start": 2584.12, "end": 2584.46, "word": " بمجرد", "probability": 0.96533203125}, {"start": 2584.46, "end": 2584.74, "word": " نظر", "probability": 0.9724934895833334}, {"start": 2584.74, "end": 2585.36, "word": " أوضح", "probability": 0.9052734375}, {"start": 2585.36, "end": 2585.62, "word": " لك", "probability": 0.91748046875}, {"start": 2585.62, "end": 2586.34, "word": " نجربها", "probability": 0.910888671875}, {"start": 2586.34, "end": 2586.66, "word": " لوحد", "probability": 0.7353515625}, {"start": 2586.66, "end": 2587.08, "word": " منهم", "probability": 0.989990234375}, {"start": 2587.08, "end": 2588.28, "word": " طبعا", "probability": 0.9376220703125}, {"start": 2588.28, "end": 2588.6, "word": " بالنسبالي", "probability": 0.87412109375}, {"start": 2588.6, "end": 2589.02, "word": " حاسوبه", "probability": 0.812744140625}, {"start": 2589.02, "end": 2589.42, "word": " بيحسبها", "probability": 0.9580078125}, {"start": 2589.42, "end": 2589.66, "word": " بال", "probability": 0.99609375}, {"start": 2589.66, "end": 2590.22, "word": " ..", "probability": 0.56201171875}, {"start": 2590.22, "end": 2591.22, "word": " بالظبط", "probability": 0.9864501953125}, {"start": 2591.22, "end": 2592.38, "word": " هنفترض", "probability": 0.8775390625}, {"start": 2592.38, "end": 2592.54, "word": " أنه", "probability": 0.86083984375}, {"start": 2592.54, "end": 2592.9, "word": " أقرب", "probability": 0.8844401041666666}, {"start": 2592.9, "end": 2593.04, "word": " ل", "probability": 0.95849609375}, {"start": 2593.04, "end": 2593.52, "word": " W2", "probability": 0.6705322265625}, {"start": 2593.52, "end": 2594.14, "word": " فبيصنفها", "probability": 0.87841796875}, {"start": 2594.14, "end": 2594.24, "word": " مع", "probability": 0.990234375}, {"start": 2594.24, "end": 2594.36, "word": " ال", "probability": 0.97509765625}, {"start": 2594.36, "end": 2594.56, "word": " class", "probability": 0.9228515625}, {"start": 2594.56, "end": 2594.98, "word": " التاني", "probability": 0.95703125}, {"start": 2594.98, "end": 2595.38, "word": " أو", "probability": 0.72607421875}, {"start": 2595.38, "end": 2595.52, "word": " مع", "probability": 0.9853515625}, {"start": 2595.52, "end": 2595.64, "word": " ال", "probability": 0.986328125}, {"start": 2595.64, "end": 2595.98, "word": " cluster", "probability": 0.984375}, {"start": 2595.98, "end": 2596.44, "word": " التاني", "probability": 0.9803059895833334}, {"start": 2596.44, "end": 2597.16, "word": " فبيقولك", "probability": 0.7926025390625}, {"start": 2597.16, "end": 2597.32, "word": " أه", "probability": 0.786865234375}, {"start": 2597.32, "end": 2597.48, "word": " هذه", "probability": 0.48095703125}, {"start": 2597.48, "end": 2597.9, "word": " تصنيف", "probability": 0.9774169921875}, {"start": 2597.9, "end": 2598.22, "word": " cluster", "probability": 0.900390625}, {"start": 2598.22, "end": 2598.54, "word": " رقم", "probability": 0.962890625}, {"start": 2598.54, "end": 2598.74, "word": " 2", "probability": 0.798828125}], "temperature": 1.0}, {"id": 107, "seek": 262612, "start": 2599.76, "end": 2626.12, "text": "أو مع مجموعة ال inputs اللي كانوا تحت هنا و اتصنفت خلاص هيصنفها و هكذا هدول اللي بنغيرهمش في مرحلة ال test بتغيروا في مرحلة ال training أما في ال test لأ بتغيروش ما بتغيروا تمام هيك بنكون احنا خلصنا supervised و خلصنا ال competitive الحقيقة فهذه الطريقة التانية كانت في ال unsupervised learning خلصنا", "tokens": [10721, 2407, 20449, 3714, 7435, 2304, 2407, 27884, 2423, 15743, 13672, 1829, 25961, 14407, 6055, 33753, 34105, 4032, 1975, 2655, 9381, 1863, 5172, 2655, 16490, 1211, 33546, 39896, 9381, 1863, 5172, 11296, 4032, 8032, 4117, 15730, 8032, 3215, 12610, 13672, 1829, 44945, 17082, 13546, 16095, 8592, 8978, 3714, 2288, 5016, 37977, 2423, 1500, 39894, 17082, 13546, 14407, 8978, 3714, 2288, 5016, 37977, 2423, 3097, 5551, 15042, 8978, 2423, 1500, 5296, 10721, 39894, 17082, 13546, 2407, 8592, 19446, 39894, 17082, 13546, 14407, 46811, 10943, 39896, 4117, 44945, 30544, 1975, 5016, 8315, 16490, 1211, 9381, 8315, 46533, 4032, 16490, 1211, 9381, 8315, 2423, 10043, 21542, 38436, 28671, 6156, 3224, 24192, 41950, 16572, 28671, 16712, 7649, 10632, 25961, 2655, 8978, 2423, 2693, 12879, 24420, 2539, 16490, 1211, 9381, 8315], "avg_logprob": -0.1026697835818989, "compression_ratio": 1.9015748031496063, "no_speech_prob": 1.1324882507324219e-06, "words": [{"start": 2599.76, "end": 2600.12, "word": "أو", "probability": 0.907470703125}, {"start": 2600.12, "end": 2600.52, "word": " مع", "probability": 0.95166015625}, {"start": 2600.52, "end": 2600.92, "word": " مجموعة", "probability": 0.93271484375}, {"start": 2600.92, "end": 2601.28, "word": " ال", "probability": 0.9697265625}, {"start": 2601.28, "end": 2601.54, "word": " inputs", "probability": 0.39990234375}, {"start": 2601.54, "end": 2601.72, "word": " اللي", "probability": 0.912841796875}, {"start": 2601.72, "end": 2601.92, "word": " كانوا", "probability": 0.95068359375}, {"start": 2601.92, "end": 2602.16, "word": " تحت", "probability": 0.949462890625}, {"start": 2602.16, "end": 2602.38, "word": " هنا", "probability": 0.9833984375}, {"start": 2602.38, "end": 2602.96, "word": " و", "probability": 0.483154296875}, {"start": 2602.96, "end": 2603.4, "word": " اتصنفت", "probability": 0.9076334635416666}, {"start": 2603.4, "end": 2603.7, "word": " خلاص", "probability": 0.9290364583333334}, {"start": 2603.7, "end": 2604.8, "word": " هيصنفها", "probability": 0.9095703125}, {"start": 2604.8, "end": 2605.08, "word": " و", "probability": 0.67724609375}, {"start": 2605.08, "end": 2605.44, "word": " هكذا", "probability": 0.9352213541666666}, {"start": 2605.44, "end": 2605.94, "word": " هدول", "probability": 0.83544921875}, {"start": 2605.94, "end": 2606.02, "word": " اللي", "probability": 0.73193359375}, {"start": 2606.02, "end": 2606.58, "word": " بنغيرهمش", "probability": 0.90986328125}, {"start": 2606.58, "end": 2606.7, "word": " في", "probability": 0.88134765625}, {"start": 2606.7, "end": 2606.98, "word": " مرحلة", "probability": 0.9781494140625}, {"start": 2606.98, "end": 2607.12, "word": " ال", "probability": 0.9013671875}, {"start": 2607.12, "end": 2607.38, "word": " test", "probability": 0.9638671875}, {"start": 2607.38, "end": 2608.44, "word": " بتغيروا", "probability": 0.82568359375}, {"start": 2608.44, "end": 2608.72, "word": " في", "probability": 0.93115234375}, {"start": 2608.72, "end": 2609.16, "word": " مرحلة", "probability": 0.99169921875}, {"start": 2609.16, "end": 2609.36, "word": " ال", "probability": 0.72412109375}, {"start": 2609.36, "end": 2609.88, "word": " training", "probability": 0.9677734375}, {"start": 2609.88, "end": 2610.1, "word": " أما", "probability": 0.843505859375}, {"start": 2610.1, "end": 2610.24, "word": " في", "probability": 0.955078125}, {"start": 2610.24, "end": 2610.3, "word": " ال", "probability": 0.974609375}, {"start": 2610.3, "end": 2610.52, "word": " test", "probability": 0.97119140625}, {"start": 2610.52, "end": 2610.72, "word": " لأ", "probability": 0.928955078125}, {"start": 2610.72, "end": 2611.42, "word": " بتغيروش", "probability": 0.92802734375}, {"start": 2611.42, "end": 2612.02, "word": " ما", "probability": 0.85498046875}, {"start": 2612.02, "end": 2612.8, "word": " بتغيروا", "probability": 0.9210205078125}, {"start": 2612.8, "end": 2614.52, "word": " تمام", "probability": 0.873779296875}, {"start": 2614.52, "end": 2615.96, "word": " هيك", "probability": 0.934814453125}, {"start": 2615.96, "end": 2616.3, "word": " بنكون", "probability": 0.975341796875}, {"start": 2616.3, "end": 2616.64, "word": " احنا", "probability": 0.8653971354166666}, {"start": 2616.64, "end": 2617.98, "word": " خلصنا", "probability": 0.9927978515625}, {"start": 2617.98, "end": 2619.44, "word": " supervised", "probability": 0.6953125}, {"start": 2619.44, "end": 2620.56, "word": " و", "probability": 0.982421875}, {"start": 2620.56, "end": 2621.0, "word": " خلصنا", "probability": 0.9500732421875}, {"start": 2621.0, "end": 2621.1, "word": " ال", "probability": 0.80810546875}, {"start": 2621.1, "end": 2621.56, "word": " competitive", "probability": 0.9443359375}, {"start": 2621.56, "end": 2622.4, "word": " الحقيقة", "probability": 0.9803059895833334}, {"start": 2622.4, "end": 2622.92, "word": " فهذه", "probability": 0.9075520833333334}, {"start": 2622.92, "end": 2623.28, "word": " الطريقة", "probability": 0.9903971354166666}, {"start": 2623.28, "end": 2623.58, "word": " التانية", "probability": 0.9700520833333334}, {"start": 2623.58, "end": 2623.86, "word": " كانت", "probability": 0.969970703125}, {"start": 2623.86, "end": 2623.98, "word": " في", "probability": 0.8564453125}, {"start": 2623.98, "end": 2624.02, "word": " ال", "probability": 0.93017578125}, {"start": 2624.02, "end": 2624.74, "word": " unsupervised", "probability": 0.9303385416666666}, {"start": 2624.74, "end": 2625.44, "word": " learning", "probability": 0.95166015625}, {"start": 2625.44, "end": 2626.12, "word": " خلصنا", "probability": 0.9913330078125}], "temperature": 1.0}, {"id": 108, "seek": 263585, "start": 2627.05, "end": 2635.85, "text": "سابقا ال supervised و هيخلصنا ال unsupervised و بنكون أنهينا موضوعنا لل neural network بشكل كامل", "tokens": [3794, 16758, 4587, 995, 2423, 46533, 4032, 39896, 9778, 1211, 9381, 8315, 2423, 2693, 12879, 24420, 4032, 44945, 30544, 14739, 3224, 1829, 8315, 3714, 2407, 11242, 45367, 8315, 24976, 18161, 3209, 4724, 8592, 28820, 9122, 10943, 1211], "avg_logprob": -0.18708881853442444, "compression_ratio": 1.2241379310344827, "no_speech_prob": 2.2649765014648438e-06, "words": [{"start": 2627.05, "end": 2627.69, "word": "سابقا", "probability": 0.8570556640625}, {"start": 2627.69, "end": 2627.81, "word": " ال", "probability": 0.281494140625}, {"start": 2627.81, "end": 2628.25, "word": " supervised", "probability": 0.78662109375}, {"start": 2628.25, "end": 2628.39, "word": " و", "probability": 0.6064453125}, {"start": 2628.39, "end": 2628.91, "word": " هيخلصنا", "probability": 0.82236328125}, {"start": 2628.91, "end": 2629.39, "word": " ال", "probability": 0.96044921875}, {"start": 2629.39, "end": 2630.11, "word": " unsupervised", "probability": 0.9392903645833334}, {"start": 2630.11, "end": 2630.45, "word": " و", "probability": 0.52490234375}, {"start": 2630.45, "end": 2630.85, "word": " بنكون", "probability": 0.7366943359375}, {"start": 2630.85, "end": 2631.39, "word": " أنهينا", "probability": 0.9061279296875}, {"start": 2631.39, "end": 2632.61, "word": " موضوعنا", "probability": 0.99150390625}, {"start": 2632.61, "end": 2633.01, "word": " لل", "probability": 0.59423828125}, {"start": 2633.01, "end": 2633.71, "word": " neural", "probability": 0.96484375}, {"start": 2633.71, "end": 2634.31, "word": " network", "probability": 0.9765625}, {"start": 2634.31, "end": 2635.35, "word": " بشكل", "probability": 0.9659830729166666}, {"start": 2635.35, "end": 2635.85, "word": " كامل", "probability": 0.99755859375}], "temperature": 1.0}, {"id": 109, "seek": 266397, "start": 2637.05, "end": 2663.97, "text": "المفروض الموضوع القادم اللي هيكون هنبدأ نشتغل عليه هو الـ Genetic Algorithm وهذا طريقة إضافية طريقة جديدة تماما أخدنا fuzzy و أخدنا neural network بشقيها supervised and supervised المرة القادمة ان شاء الله تعالى هناخد ال genetic algorithm ك technology تالتة مختلفة تماما في آلية تفكيرها و في عملية ال training بتاعتها و في فلسفتها الحقيقة فإلى لقاءنا القادم ان شاء الله تعالى نترككم في رعاية الله سلام عليكم", "tokens": [45340, 5172, 32887, 11242, 9673, 2407, 11242, 45367, 25062, 18513, 2304, 13672, 1829, 39896, 30544, 8032, 1863, 44510, 10721, 8717, 8592, 2655, 17082, 1211, 47356, 31439, 2423, 39184, 3632, 3532, 35014, 6819, 76, 37037, 15730, 23032, 16572, 28671, 11933, 11242, 31845, 10632, 23032, 16572, 28671, 10874, 16254, 41891, 46811, 10943, 995, 5551, 9778, 3215, 8315, 34710, 4032, 5551, 9778, 3215, 8315, 18161, 3209, 4724, 8592, 38436, 11296, 46533, 293, 46533, 9673, 25720, 25062, 18513, 46007, 16472, 13412, 16606, 21984, 37279, 6027, 7578, 8032, 1863, 47283, 3215, 2423, 12462, 9284, 9122, 2899, 6055, 6027, 2655, 3660, 3714, 46456, 46538, 3660, 46811, 10943, 995, 8978, 19753, 1211, 10632, 6055, 5172, 4117, 13546, 11296, 4032, 8978, 6225, 42213, 10632, 2423, 3097, 39894, 995, 34268, 11296, 4032, 8978, 6156, 1211, 3794, 5172, 2655, 11296, 21542, 38436, 28671, 6156, 28814, 23942, 5296, 4587, 16606, 8315, 25062, 18513, 2304, 16472, 13412, 16606, 21984, 37279, 6027, 7578, 8717, 2655, 31747, 24793, 8978, 12602, 3615, 995, 10632, 21984, 8608, 37440, 6225, 20292, 24793], "avg_logprob": -0.12820029743464598, "compression_ratio": 1.9152046783625731, "no_speech_prob": 0.0004794597625732422, "words": [{"start": 2637.0499999999997, "end": 2637.81, "word": "المفروض", "probability": 0.9923095703125}, {"start": 2637.81, "end": 2638.43, "word": " الموضوع", "probability": 0.9952392578125}, {"start": 2638.43, "end": 2638.91, "word": " القادم", "probability": 0.9938151041666666}, {"start": 2638.91, "end": 2639.03, "word": " اللي", "probability": 0.805908203125}, {"start": 2639.03, "end": 2639.45, "word": " هيكون", "probability": 0.6480712890625}, {"start": 2639.45, "end": 2640.11, "word": " هنبدأ", "probability": 0.8531494140625}, {"start": 2640.11, "end": 2640.45, "word": " نشتغل", "probability": 0.97119140625}, {"start": 2640.45, "end": 2640.67, "word": " عليه", "probability": 0.984375}, {"start": 2640.67, "end": 2640.83, "word": " هو", "probability": 0.96875}, {"start": 2640.83, "end": 2641.01, "word": " الـ", "probability": 0.94873046875}, {"start": 2641.01, "end": 2641.25, "word": " Genetic", "probability": 0.7646484375}, {"start": 2641.25, "end": 2641.67, "word": " Algorithm", "probability": 0.9140625}, {"start": 2641.67, "end": 2641.85, "word": " وهذا", "probability": 0.66259765625}, {"start": 2641.85, "end": 2642.23, "word": " طريقة", "probability": 0.9899088541666666}, {"start": 2642.23, "end": 2642.75, "word": " إضافية", "probability": 0.982177734375}, {"start": 2642.75, "end": 2643.11, "word": " طريقة", "probability": 0.8114420572916666}, {"start": 2643.11, "end": 2643.85, "word": " جديدة", "probability": 0.9733072916666666}, {"start": 2643.85, "end": 2644.33, "word": " تماما", "probability": 0.9640299479166666}, {"start": 2644.33, "end": 2644.93, "word": " أخدنا", "probability": 0.8558349609375}, {"start": 2644.93, "end": 2645.23, "word": " fuzzy", "probability": 0.69970703125}, {"start": 2645.23, "end": 2645.61, "word": " و", "probability": 0.6103515625}, {"start": 2645.61, "end": 2645.89, "word": " أخدنا", "probability": 0.901123046875}, {"start": 2645.89, "end": 2646.11, "word": " neural", "probability": 0.87744140625}, {"start": 2646.11, "end": 2646.57, "word": " network", "probability": 0.9306640625}, {"start": 2646.57, "end": 2647.33, "word": " بشقيها", "probability": 0.8929443359375}, {"start": 2647.33, "end": 2648.13, "word": " supervised", "probability": 0.53271484375}, {"start": 2648.13, "end": 2648.31, "word": " and", "probability": 0.9169921875}, {"start": 2648.31, "end": 2648.85, "word": " supervised", "probability": 0.6982421875}, {"start": 2648.85, "end": 2649.25, "word": " المرة", "probability": 0.902587890625}, {"start": 2649.25, "end": 2649.63, "word": " القادمة", "probability": 0.98974609375}, {"start": 2649.63, "end": 2649.81, "word": " ان", "probability": 0.461669921875}, {"start": 2649.81, "end": 2649.95, "word": " شاء", "probability": 0.972412109375}, {"start": 2649.95, "end": 2650.07, "word": " الله", "probability": 0.94873046875}, {"start": 2650.07, "end": 2650.33, "word": " تعالى", "probability": 0.8846028645833334}, {"start": 2650.33, "end": 2650.83, "word": " هناخد", "probability": 0.9453125}, {"start": 2650.83, "end": 2651.19, "word": " ال", "probability": 0.97705078125}, {"start": 2651.19, "end": 2651.49, "word": " genetic", "probability": 0.322021484375}, {"start": 2651.49, "end": 2651.99, "word": " algorithm", "probability": 0.9189453125}, {"start": 2651.99, "end": 2652.55, "word": " ك", "probability": 0.9658203125}, {"start": 2652.55, "end": 2653.59, "word": " technology", "probability": 0.487060546875}, {"start": 2653.59, "end": 2654.09, "word": " تالتة", "probability": 0.975341796875}, {"start": 2654.09, "end": 2654.67, "word": " مختلفة", "probability": 0.9771728515625}, {"start": 2654.67, "end": 2655.07, "word": " تماما", "probability": 0.9938151041666666}, {"start": 2655.07, "end": 2655.33, "word": " في", "probability": 0.86328125}, {"start": 2655.33, "end": 2655.77, "word": " آلية", "probability": 0.6035970052083334}, {"start": 2655.77, "end": 2656.45, "word": " تفكيرها", "probability": 0.99619140625}, {"start": 2656.45, "end": 2656.55, "word": " و", "probability": 0.93798828125}, {"start": 2656.55, "end": 2656.63, "word": " في", "probability": 0.7998046875}, {"start": 2656.63, "end": 2657.01, "word": " عملية", "probability": 0.9793294270833334}, {"start": 2657.01, "end": 2657.27, "word": " ال", "probability": 0.93994140625}, {"start": 2657.27, "end": 2657.91, "word": " training", "probability": 0.92626953125}, {"start": 2657.91, "end": 2658.43, "word": " بتاعتها", "probability": 0.9310302734375}, {"start": 2658.43, "end": 2658.89, "word": " و", "probability": 0.98681640625}, {"start": 2658.89, "end": 2659.09, "word": " في", "probability": 0.87353515625}, {"start": 2659.09, "end": 2659.71, "word": " فلسفتها", "probability": 0.9886067708333334}, {"start": 2659.71, "end": 2660.21, "word": " الحقيقة", "probability": 0.91162109375}, {"start": 2660.21, "end": 2660.75, "word": " فإلى", "probability": 0.8600260416666666}, {"start": 2660.75, "end": 2661.29, "word": " لقاءنا", "probability": 0.9034423828125}, {"start": 2661.29, "end": 2661.69, "word": " القادم", "probability": 0.994140625}, {"start": 2661.69, "end": 2661.81, "word": " ان", "probability": 0.68310546875}, {"start": 2661.81, "end": 2661.93, "word": " شاء", "probability": 0.9912109375}, {"start": 2661.93, "end": 2662.03, "word": " الله", "probability": 0.96484375}, {"start": 2662.03, "end": 2662.33, "word": " تعالى", "probability": 0.8876953125}, {"start": 2662.33, "end": 2662.75, "word": " نترككم", "probability": 0.8878173828125}, {"start": 2662.75, "end": 2662.89, "word": " في", "probability": 0.9482421875}, {"start": 2662.89, "end": 2663.13, "word": " رعاية", "probability": 0.9595947265625}, {"start": 2663.13, "end": 2663.31, "word": " الله", "probability": 0.94775390625}, {"start": 2663.31, "end": 2663.65, "word": " سلام", "probability": 0.784423828125}, {"start": 2663.65, "end": 2663.97, "word": " عليكم", "probability": 0.7078450520833334}], "temperature": 1.0}], "language": "ar", "language_probability": 1.0, "duration": 2664.1415, "duration_after_vad": 2587.8831249999917}
\ No newline at end of file
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/XMPbuU8mSd8_raw.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/XMPbuU8mSd8_raw.srt
new file mode 100644
index 0000000000000000000000000000000000000000..8d95fb4c7a09fe9e0651601064deeee9d2f9a81a
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/XMPbuU8mSd8_raw.srt
@@ -0,0 +1,2232 @@
+1
+00:00:04,930 --> 00:00:06,910
+بسم الله الرحمن الرحيم والصلاة والسلام على أشرف
+
+2
+00:00:06,910 --> 00:00:09,350
+الأنبياء وإنرسالين سيدنا محمد وعلى أله وصحبه
+
+3
+00:00:09,350 --> 00:00:13,390
+أجمعين طلابنا الأعزاء نتابع مع ال unsupervised
+
+4
+00:00:13,390 --> 00:00:17,890
+learning والمرة السابقة أكملنا الhibian learning
+
+5
+00:00:17,890 --> 00:00:22,390
+واتحدثنا عن نظرية hip وعملنا لها generalization
+
+6
+00:00:22,390 --> 00:00:25,750
+بمعنى أن أحنا حطيناها ضمن قالب algorithm وحلينا
+
+7
+00:00:25,750 --> 00:00:29,410
+عليها السؤال وشفنا بعض الملاحظات الحقيقة كيف أنا
+
+8
+00:00:29,410 --> 00:00:34,060
+ممكن أعملروابط بين ال neurons وبعضها طبعا اللي
+
+9
+00:00:34,060 --> 00:00:36,100
+بتكون في ال input و ال input هو نفسه ال output
+
+10
+00:00:36,100 --> 00:00:39,400
+المجموعة ال input هذه اللي بدنا نعملها عملية تحفيف
+
+11
+00:00:39,400 --> 00:00:44,620
+او classification الان بدنا ندخل على النوع التاني
+
+12
+00:00:44,620 --> 00:00:46,700
+في ال unsupervised learning و هو ال competitive
+
+13
+00:00:46,700 --> 00:00:52,660
+learning فنبدأ بال competitivelearning في ال
+
+14
+00:00:52,660 --> 00:00:55,540
+competitive learning الحقيقة ال neurons هي المفروض
+
+15
+00:00:55,540 --> 00:00:59,700
+ان هي بتتنافس مع الكل ايه نوع ال neurons؟ ال
+
+16
+00:00:59,700 --> 00:01:02,640
+output الحقيقة هنا احنا بنتكلم عن ال output فال
+
+17
+00:01:02,640 --> 00:01:07,260
+output بتنافس مع الكل و لما بقول output الحقيقة
+
+18
+00:01:07,260 --> 00:01:11,700
+بدنا نوضح شغلة مهمة هالواجهة اللي افترضنا ان فيها
+
+19
+00:01:11,700 --> 00:01:18,290
+فرضا three inputs بهذا الشكلبهذا الشكل في عندي
+
+20
+00:01:18,290 --> 00:01:22,230
+full connection neural network ايش ضال عندي خلاص
+
+21
+00:01:22,230 --> 00:01:30,850
+هنا بالنسبالي هذه output neuron أولى كويس وهذه
+
+22
+00:01:30,850 --> 00:01:37,670
+output neuron تانية رقم اتنينو لما أقول الأولى
+
+23
+00:01:37,670 --> 00:01:42,130
+بتتنافس مع التانية كإني بقول بالظبط إيش كإني بقول
+
+24
+00:01:42,130 --> 00:01:44,750
+أن ال weights بتاعتها بتتنافس مع ال weights بتاعت
+
+25
+00:01:44,750 --> 00:01:50,190
+التانية وهذا هنتكلم عنها الحقيقة لاحقا هذا الموضوع
+
+26
+00:01:51,040 --> 00:01:55,080
+كويس فإذا كأن كل اللي بنعمله أنه هذه بالنسبالنا
+
+27
+00:01:55,080 --> 00:01:58,300
+فيها مجموعة weights كل ما كانت ال weights هذه أعلى
+
+28
+00:01:58,300 --> 00:02:01,400
+أو أقل فاحنا بنعمل منافسة لأنه في النهاية مجموعة
+
+29
+00:02:01,400 --> 00:02:04,600
+ال weights هذه هي اللي هتزود القيمة هنا ومجموعة ال
+
+30
+00:02:04,600 --> 00:02:07,120
+weights هذه عالية أو متخفضة هي اللي هتزود أو يتجلر
+
+31
+00:02:07,120 --> 00:02:10,440
+القيمة هنا فالعملية الحقيقة وجدت منها كلمة
+
+32
+00:02:10,440 --> 00:02:15,100
+competitive تنافسي التعليم التنافسي بالضبط زي لما
+
+33
+00:02:15,100 --> 00:02:19,780
+نقول والله يلا اتعلموا و هنعطي جائزة فقط للأول
+
+34
+00:02:20,360 --> 00:02:26,040
+فبصير فيه منافسة طيب لكن إيش مفهوم كلمة للأول بس؟
+
+35
+00:02:26,040 --> 00:02:30,640
+للأول بس معناه ذلك إنه حتى التاني ملششييعني بمعنى
+
+36
+00:02:30,640 --> 00:02:35,020
+أن المنافسة فقط winner واحد بس فال winner takes
+
+37
+00:02:35,020 --> 00:02:38,540
+all ف ال competition بتاعتنا هنا المنافسة بتاعتنا
+
+38
+00:02:38,540 --> 00:02:43,660
+فقط لمين ل neuron واحدة ل نيرون واحدة هذه اللي
+
+39
+00:02:43,660 --> 00:02:47,340
+هتفوز و بس و إجت منها كلمة competitive learning و
+
+40
+00:02:47,340 --> 00:02:50,840
+اللي هنتكلم عنها لاحقا طيب هذه الحقيقة قدمت في
+
+41
+00:02:50,840 --> 00:02:55,460
+بداية ال 1977 في السبعينات تقريبا و بدأنا نشطل
+
+42
+00:02:55,460 --> 00:03:01,560
+عليها و يمكنCohen كان أول واحد صاغها بشكل
+
+43
+00:03:01,560 --> 00:03:04,560
+algorithm في بداية التمانينات أو في أواخر
+
+44
+00:03:04,560 --> 00:03:06,680
+التمانينات الحقيقة في أواخر التمانينات وكان
+
+45
+00:03:06,680 --> 00:03:11,000
+بيسميها self-organizing feature maps أو عادة كتير
+
+46
+00:03:11,000 --> 00:03:15,300
+بتسمعوها كلمة SOM اللي هي self-organizing map كتير
+
+47
+00:03:15,300 --> 00:03:18,060
+بيستخدموها كلمة SOM وبيشتغلوا عليها والحقيقة اللي
+
+48
+00:03:18,060 --> 00:03:22,100
+لها نتائج كتير ممتازة في بعض المجالات اللي علاقة
+
+49
+00:03:22,100 --> 00:03:27,310
+بال AIو ال expert system ك expert systems okay لان
+
+50
+00:03:27,310 --> 00:03:31,410
+ال self-organizing feature map ايش يعني؟ و من وين
+
+51
+00:03:31,410 --> 00:03:35,790
+اجت؟ احنا لعندي لان لاحظوا ان كل اشي احنا بندرسه
+
+52
+00:03:35,790 --> 00:03:40,740
+في ال neural network فيه مرجعية بيولوجيةفيه له
+
+53
+00:03:40,740 --> 00:03:43,920
+مرجعية من ال anatomy نفسه، من ال physiology نفسه
+
+54
+00:03:43,920 --> 00:03:47,680
+للجسم، من طبيعة تفكيئ الجسم نفسه كيف بيشتغل،
+
+55
+00:03:47,680 --> 00:03:50,400
+وتحديدا يمكن على neural network أو الدماغ، على
+
+56
+00:03:50,400 --> 00:03:54,060
+حركة الدماغ نفسها، فلو جينا اتكلمنا عن برضه ال
+
+57
+00:03:54,060 --> 00:03:58,620
+self organizing map، من وين اجت؟ اجت بشكل أساسي من
+
+58
+00:03:58,620 --> 00:04:04,700
+فكرة ال cerebral .. ال cerebral .. cerebral cortex
+
+59
+00:04:04,700 --> 00:04:11,110
+هذهاللي هي ال cerebral cortex أو القشرة الدماغية
+
+60
+00:04:11,110 --> 00:04:14,950
+.. القشرة الدماغية عاملة بالضبط زي الورقة ومجعدة
+
+61
+00:04:14,950 --> 00:04:19,990
+بحيث انها يعني تطلع بشكل كاراوي و .. أجال طبعا من
+
+62
+00:04:19,990 --> 00:04:23,910
+الشكل العظم .. العظم تحته مباشرة هذه فعليا هي
+
+63
+00:04:23,910 --> 00:04:28,310
+مراكز تخزين أو مراكز إحساس فعليا لأن كلها أعصاب
+
+64
+00:04:28,310 --> 00:04:33,430
+وكل حاسة من حواسنا بيكون لها مركز لل .. لل ..
+
+65
+00:04:33,430 --> 00:04:43,130
+للإحساس فيهاعلى هذه ال cerebral cortex هذه تمام
+
+66
+00:04:43,130 --> 00:04:48,310
+القشرة الدماغية هنجد مثلا ان في مكان معين الإحساس
+
+67
+00:04:48,310 --> 00:04:53,610
+بالبصر مكان آخر إحساس السمع مكان آخر إحساس اللامس
+
+68
+00:04:53,610 --> 00:04:58,350
+مثلا and so on زي ال motion الحركة ال visual ال
+
+69
+00:04:58,350 --> 00:05:01,510
+visual هذه فيه human activities اللي خاصة بال
+
+70
+00:05:01,510 --> 00:05:08,000
+visual في الصوتاللي جام ال audio، ال .. ال
+
+71
+00:05:08,000 --> 00:05:11,080
+somatosensory .. ال somatosensory اللي هي لها
+
+72
+00:05:11,080 --> 00:05:16,260
+علاقة بالحركة، بالحركة فعليا، كل هذه خلينا نسميهم
+
+73
+00:05:16,260 --> 00:05:21,280
+الأدوات الحسية للإنسان، فيها لها مركز للإحساسيعني
+
+74
+00:05:21,280 --> 00:05:24,980
+بمعنى لما نتكلم عن النظر البصر البصر العين نفسها
+
+75
+00:05:24,980 --> 00:05:29,320
+هدا هي ال sensor هدا هي الأداء اللي هتنقل الإشارة
+
+76
+00:05:29,320 --> 00:05:35,180
+من إشارة مرئية أو إشارة ضوئية لإيش لإشارة كهربائية
+
+77
+00:05:35,180 --> 00:05:40,790
+صغيرة جدا بال microVolt في العصب .. في العصب
+
+78
+00:05:40,790 --> 00:05:44,370
+البصري عشان تنتقل وين ما مصدر الإحساس فيها أو
+
+79
+00:05:44,370 --> 00:05:48,990
+القرار تبعها في مركز محدد داخل على القشرة مركز
+
+80
+00:05:48,990 --> 00:05:53,990
+محدد على القشرة الجانبية الدماغية كويس و هذه عبارة
+
+81
+00:05:53,990 --> 00:05:58,190
+عن .. طبعا بتحتوي القشرة نفسها على مليارات لـ
+
+82
+00:05:58,190 --> 00:06:01,830
+neurons و ال connections between them بتصل لمئات
+
+83
+00:06:01,830 --> 00:06:05,750
+المليارات من التواصلات أو ال .. ال synapses
+
+84
+00:06:05,750 --> 00:06:10,000
+between thembetween them منها إجت فكرة الحقيقة ال
+
+85
+00:06:10,000 --> 00:06:14,380
+self-organizing computational map انه في عند هنا
+
+86
+00:06:14,380 --> 00:06:19,740
+ال input ال input هده خلاص هده X واحد X واحد جويس
+
+87
+00:06:19,740 --> 00:06:26,240
+اللي هي خليني نقول العصب البصري هنا
+
+88
+00:06:26,240 --> 00:06:35,480
+في عصب بصري X واحد طيب في العصب السمعياللي بده
+
+89
+00:06:35,480 --> 00:06:39,860
+يوصل إشارة السماعة خانلينا نقول X2 هذه وين هتروح؟
+
+90
+00:06:39,860 --> 00:06:44,080
+هتروح الحقيقة على القشرة القشرة الدماغية اللي
+
+91
+00:06:44,080 --> 00:06:47,960
+موجودة في الدماغ في الدماغ وخلينا نفترض أنها حاجة
+
+92
+00:06:47,960 --> 00:06:52,720
+بهذا الشكل مثلا هذه هيك القشرة جزء من القشرة
+
+93
+00:06:52,720 --> 00:06:57,970
+الدماغية هنجد أن هذه بتروح بتوصل مجموعةالـ neurons
+
+94
+00:06:57,970 --> 00:07:02,910
+هنا فبقول إنه المركز هدد على القشرة الدماغية يمثل
+
+95
+00:07:02,910 --> 00:07:08,730
+مركز الإحساس بالبصر أو المركز البصري السمعة هتكون
+
+96
+00:07:08,730 --> 00:07:14,570
+إلها برضه مكان موجود فهدي توصيلها للجزء هدول بمعنى
+
+97
+00:07:14,570 --> 00:07:18,570
+هتكون بهذا الشكل لمجموعة الخلايا أو مجموعة الأعصاب
+
+98
+00:07:18,570 --> 00:07:21,930
+اللي حوالين بعضها هنا حوالين بعضها عشان توطيني
+
+99
+00:07:21,930 --> 00:07:28,130
+مركزالسمع داخل الدماغ مركز السمع للبصر داخل الدماغ
+
+100
+00:07:28,130 --> 00:07:31,290
+فهذه هتكون بهذا الشكل طبعا ممكن يكون اكتر من
+
+101
+00:07:31,290 --> 00:07:35,150
+feature لل input بحيث انه في النهاية هذه بتجسم على
+
+102
+00:07:35,150 --> 00:07:39,770
+مجموعة بتوصل لمجموعة ال neurons هدول بتوصل لمجموعة
+
+103
+00:07:39,770 --> 00:07:43,550
+neurons فهذه الفكرة الحقيقة اللي برضه طبية
+
+104
+00:07:43,550 --> 00:07:48,130
+استوردناها و جبناها لل mathematics و منها لل
+
+105
+00:07:48,130 --> 00:07:52,660
+engineering عشان نطلعبحاجة اسمها الصوم و اللي
+
+106
+00:07:52,660 --> 00:07:55,780
+هنتكلم عنها لاحقا هي بيبقى شكل أساسي و شكل أوضح
+
+107
+00:07:55,780 --> 00:08:02,240
+هنجدها هنا فهنجد
+
+108
+00:08:02,240 --> 00:08:06,420
+لو قولنا العصب
+
+109
+00:08:06,420 --> 00:08:12,470
+البصري فرضا و العصب السماعي هذا هيؤديبطبعا بيعمل
+
+110
+00:08:12,470 --> 00:08:17,950
+connection مع كل ال neurons على القشرة لكن بعض
+
+111
+00:08:17,950 --> 00:08:21,450
+الأعصاب هذه ممكن أو بعض ال connections ال synapses
+
+112
+00:08:21,450 --> 00:08:25,640
+ممكن تكونصار لها ضمور لأنه مش محتاجينها هو فعليا
+
+113
+00:08:25,640 --> 00:08:29,960
+المركز اللي بتحكم أو بيحس بالبصر مركز في الجبهة
+
+114
+00:08:29,960 --> 00:08:34,680
+غالبا في الجبهة فمعنى ذلك أن العصاب بين العصب
+
+115
+00:08:34,680 --> 00:08:39,620
+البصري و في مؤخرة الرأس هتكون يعني ضامرة مالهاش
+
+116
+00:08:39,620 --> 00:08:44,320
+فائدة هتستخدم فيها في حواس أخرى في حواس أخرى لكن
+
+117
+00:08:44,320 --> 00:08:49,640
+هذه هتكون بتعطي عادة لل center و اللي هو هنا هاي
+
+118
+00:08:49,640 --> 00:08:57,290
+عادة ال centerواللي حواليها بدرجة اقل شوية منها ..
+
+119
+00:08:57,290 --> 00:09:00,490
+بدرجة شوية اقل منها عشان اقول ان هذا هو مركز
+
+120
+00:09:00,490 --> 00:09:05,600
+الاحساس بالبصر على القشرة مثلاهذا طبعا تمثيل الـ
+
+121
+00:09:05,600 --> 00:09:09,680
+2D أو الـ two dimensional representation للفكرة
+
+122
+00:09:09,680 --> 00:09:13,460
+طيب هذا لو صار activation فهيصير activation لهذا
+
+123
+00:09:13,460 --> 00:09:17,800
+الموضوع واحد مسكرا و دانا و بتطلع بس بتفرج بس
+
+124
+00:09:17,800 --> 00:09:21,480
+بتفرج بس فهذه هي اللي هيكون بجهها الإحساس بالرؤية
+
+125
+00:09:21,480 --> 00:09:26,280
+البصر zero طيب لو عكسنا غمطنا عينيه و خلناه يسمع
+
+126
+00:09:27,080 --> 00:09:33,000
+فقط هنلاقي انه بعض ال nodes هصيرها deactivation او
+
+127
+00:09:33,000 --> 00:09:36,100
+لأ مش هصيرها activation وجزء اخر اللي هو المراكز
+
+128
+00:09:36,100 --> 00:09:39,660
+الاحساس بهذا ال input تحديدا هي اللي بتصيرها
+
+129
+00:09:39,660 --> 00:09:42,740
+activation هي اللي هصيرها activation فهنجد انه هذا
+
+130
+00:09:42,740 --> 00:09:47,060
+بهذا الشكل وهي هدولة هي طيب ايش فكرتها في ال
+
+131
+00:09:47,060 --> 00:09:51,280
+competitive الحقيقة اللي احنا شوفنا انه لما بدخل
+
+132
+00:09:51,280 --> 00:09:55,580
+ال input الأول input الأول ال winner بيصير هو ال
+
+133
+00:09:55,580 --> 00:10:01,570
+node هذههي هذه ال node اللي إذا كان والله يكفي
+
+134
+00:10:01,570 --> 00:10:06,810
+نيرون واحدة انها تأدي الغرض في البصر فهي لحالها
+
+135
+00:10:06,810 --> 00:10:12,270
+أما إذا لم تكفي ومحتاجة مساعدات معاها فستعطي ولكن
+
+136
+00:10:12,270 --> 00:10:15,910
+بدرجة أقل اللي حولها ال neighbors تبعونها ال
+
+137
+00:10:15,910 --> 00:10:20,090
+neighbors تبعونها كويسة بالنسبة لل input التاني لو
+
+138
+00:10:20,090 --> 00:10:23,090
+دخلنا ال input التاني ال winner هنا هيكون هي ال
+
+139
+00:10:23,090 --> 00:10:27,810
+nodeالـ Center بتاعت الـ Center الـ Area بتاعتنا
+
+140
+00:10:27,810 --> 00:10:33,670
+واللي برضه ممكن تعطي ولكن بدرجات أقل لاللي حواليها
+
+141
+00:10:33,670 --> 00:10:39,210
+هذا بشكل مبسط طيب زي ما قلنا لعند الآن هذه الفكرة
+
+142
+00:10:39,210 --> 00:10:45,030
+هي الفكرة البيولوجية لكن كوهنان إجا عمل لنا
+
+143
+00:10:45,030 --> 00:10:50,270
+Network خاصة فيه وبدأ يحاول يعمل نفس الكلام بنفس
+
+144
+00:10:50,270 --> 00:10:57,160
+الفكرة بحيث أنهكيف بده يفكر يخلّي ال winner هو
+
+145
+00:10:57,160 --> 00:11:00,940
+اللي يكون ال high أو يعمل activation بشكل عالي
+
+146
+00:11:00,940 --> 00:11:05,460
+وممكن إذا كان بده يزود ال size فبده يكون في عنده
+
+147
+00:11:05,460 --> 00:11:08,800
+large size لل area اللي بدها تتحكم في هذا ال input
+
+148
+00:11:08,800 --> 00:11:11,180
+أو بدها تتفاعل مع حد اللي هو أو بيصير لها
+
+149
+00:11:11,180 --> 00:11:16,540
+activation من هذا ال input بيخلّي ال neighbors أقل
+
+150
+00:11:16,540 --> 00:11:21,130
+قيمةأقل قيمة أنه هناخد برضه ال free shoulder اللي
+
+151
+00:11:21,130 --> 00:11:23,950
+بيستخدمها أو ال equation اللي بيستخدمها لهذا
+
+152
+00:11:23,950 --> 00:11:31,070
+الموضوع طيب كهنان .. كهنان لما إيجى اشتغل اشتغل
+
+153
+00:11:31,070 --> 00:11:35,010
+لنا ال neural network اللي إحنا شايفينها برضه
+
+154
+00:11:35,010 --> 00:11:38,250
+اعتمد على اتنين input تلاتة outputs
+
+155
+00:11:43,580 --> 00:11:47,500
+input أول input تاني هدول بيوزعوا على ال three
+
+156
+00:11:47,500 --> 00:11:50,340
+outputs و هدول بيوزعوا على ال three outputs و في
+
+157
+00:11:50,340 --> 00:11:55,880
+connection between them ليش؟ لأن نفس الفكرة في ال
+
+158
+00:11:55,880 --> 00:12:01,480
+.. في القشرة الدماغية كل عصب موجود مهو متصل باللي
+
+159
+00:12:01,480 --> 00:12:05,400
+حواليه هي مش والله منعزل لحاله لأ هو متصل باللي
+
+160
+00:12:05,400 --> 00:12:09,940
+حواليه فأنا من ال .. for example من العصب البصري
+
+161
+00:12:09,940 --> 00:12:15,140
+اعطيتلكن هم في النهاية متصلين مع بعض عملية الاتصال
+
+162
+00:12:15,140 --> 00:12:19,880
+مع بعضهم هذه هي الحقيقة اللي هتعطي عملية المنافسة
+
+163
+00:12:19,880 --> 00:12:22,300
+هي اللي هتعطي عملية المنافسة لأن كل واحد هيعمل
+
+164
+00:12:22,300 --> 00:12:25,960
+accumulation من التاني كل واحد هيصير يعطي للتاني
+
+165
+00:12:25,960 --> 00:12:31,000
+ونشوف مين اللي بده يفوز فال associativeeffect
+
+166
+00:12:31,000 --> 00:12:35,440
+موجود في association between them بحيث ان نشوف مين
+
+167
+00:12:35,440 --> 00:12:39,800
+اللي هيفوز في النهاية من الكل من الكل ما تكونش
+
+168
+00:12:39,800 --> 00:12:43,440
+موجهة عملية ال competition هذه بمعنى انه اقول
+
+169
+00:12:43,440 --> 00:12:48,400
+والله انا دخلت input و ال input هذا انا موصله بس ب
+
+170
+00:12:48,400 --> 00:12:53,340
+y واحد فقط و y اتنين و y تلاته هدول مش متصلين مع
+
+171
+00:12:53,340 --> 00:12:56,380
+بعض ولا شايفين بعض فانا ممكن اعطي ال W هنا عالية
+
+172
+00:12:56,380 --> 00:13:00,140
+فخلاص سار هذا ال winner انتهىبينتهي خلصت هذا هو ال
+
+173
+00:13:00,140 --> 00:13:03,260
+winner خلاص لكن عملية ال competitive الحقيقة
+
+174
+00:13:03,260 --> 00:13:07,200
+محتاجة يكون في association between them فضروري ال
+
+175
+00:13:07,200 --> 00:13:13,560
+associative process هذه نشتغل عليها تمام الآن ال
+
+176
+00:13:13,560 --> 00:13:16,520
+.. ال .. ال .. ال ..خلّيني أقول الـ connection
+
+177
+00:13:16,520 --> 00:13:19,600
+الجانبية هذه الـ connection الجانبية الحقيقة
+
+178
+00:13:19,600 --> 00:13:23,880
+بتعتمد في فكرتها أن الـ center أو ال winner ممكن
+
+179
+00:13:23,880 --> 00:13:26,260
+أعطيه القيمة الأعلى و اللي ممكن تكون هي الواحد
+
+180
+00:13:26,260 --> 00:13:32,340
+normalised one و اللي حواليها بعطيهم قيم بس أقل
+
+181
+00:13:32,340 --> 00:13:35,260
+شوية هذا إذا أنا محتاج فعلا أعمل هيك إذا احنا
+
+182
+00:13:35,260 --> 00:13:39,760
+محتاجين نعمل هيك وهذا في الغالب بنحتاجها لما بكون
+
+183
+00:13:39,760 --> 00:13:45,830
+بأشتغل على ال 2Dيعني بمعنى أن أنا بجثّت تماما فكرة
+
+184
+00:13:45,830 --> 00:13:51,300
+القشرة الدماغية2D و بدى يكون في عندى هذه ال
+
+185
+00:13:51,300 --> 00:13:55,460
+connections بناء على معادلة و المعادلة هدى هي
+
+186
+00:13:55,460 --> 00:13:59,240
+عبارة عن ال Mexican hat function ال Mexican hat
+
+187
+00:13:59,240 --> 00:14:01,940
+function او اللى هى الطاقية اللى عاملة زى الطاقية
+
+188
+00:14:01,940 --> 00:14:06,180
+المكسيكية و اللى هى شكلها هدى هيك شكل الطاقية
+
+189
+00:14:06,180 --> 00:14:09,760
+الطاقية المكسيكية اللى لو أخدنا الطاقية المكسيكية
+
+190
+00:14:09,760 --> 00:14:12,840
+جسيتها هيك من النص هتجد ان حوافها عاملة بهذا الشكل
+
+191
+00:14:13,520 --> 00:14:18,820
+طالع من النص و بعدين نازلة و بعدين طالعة مجموعة ال
+
+192
+00:14:18,820 --> 00:14:23,960
+edges بتاعتها okay بمعنى انه عند الصفر عند الصفر
+
+193
+00:14:23,960 --> 00:14:27,560
+معناته انا بالظبط عند ال center عند ال center يعني
+
+194
+00:14:27,560 --> 00:14:30,940
+عند ال winner center يعني انا عند ال winner
+
+195
+00:14:30,940 --> 00:14:34,020
+المسافة بيني و بين ال winner zero فبعطي لل winner
+
+196
+00:14:34,020 --> 00:14:37,440
+هذه ال node هذه او لل neuron هذه بعطيها قيمة واحد
+
+197
+00:14:37,440 --> 00:14:45,410
+طيب جدش انا بعيد عنهاجداش بعيد عنها ناخد المثال
+
+198
+00:14:45,410 --> 00:14:48,670
+اللي كنا ماخدينه طوا فيه عندى واحدة هنا و حواليها
+
+199
+00:14:48,670 --> 00:14:54,290
+مجموعة هي 2D مثلا طبعا الكلام ده ممكن 3D و 4D و 5D
+
+200
+00:14:54,290 --> 00:14:59,070
+عادي بيشتغل بكل الطرق بحيث انه باشي بحسب مسافات لو
+
+201
+00:14:59,070 --> 00:15:04,210
+جينا هنا قولنا هذا صفر فإذا هي ال node طيب على
+
+202
+00:15:04,210 --> 00:15:09,940
+مسافة واحدمسافة واحد بمعنى هي مسافة واحد جدش
+
+203
+00:15:09,940 --> 00:15:14,380
+القيمة هتيجي القيمة هنا جدش قيمتها هنا نفترض او
+
+204
+00:15:14,380 --> 00:15:17,900
+point مش عارف هنا هنعطيها واحد هذه مثلا او point
+
+205
+00:15:17,900 --> 00:15:21,860
+four five for example لإن هي أقل شوية من النص هذه
+
+206
+00:15:21,860 --> 00:15:25,960
+واحد معناته او point four five او point four five
+
+207
+00:15:25,960 --> 00:15:30,800
+كلهم نفس المسافة تبعد عن ال winner او point four
+
+208
+00:15:30,800 --> 00:15:35,600
+five كويس المسافة هذهإذا هذه المسافة واحد فهذه
+
+209
+00:15:35,600 --> 00:15:42,340
+المسافة 1.4 شكل في ثغورث المثلث القائم الزاوية هذا
+
+210
+00:15:42,340 --> 00:15:47,860
+واحد وهذه واحد فجدش ال water 1.4 1.4 معنا ذلك إن
+
+211
+00:15:47,860 --> 00:15:50,280
+هنا الانتنين هنا الواحد ونص بتيجي تقريبا هنا
+
+212
+00:15:50,280 --> 00:15:54,840
+فهيكون قيمة أقل شوية خلينا نقول نص يعني حوالي ربع
+
+213
+00:15:54,840 --> 00:16:02,140
+فهذه القيمة 0.25 0.25 تقريبا طبعا الأرقام لتوضيح
+
+214
+00:16:02,140 --> 00:16:08,510
+فقط المعنىتمام فهي بشكل أساسي كيف استخدمنا ال ..
+
+215
+00:16:08,510 --> 00:16:12,610
+ال Mexican .. ال Mexican hat function بهذا الشكل
+
+216
+00:16:12,610 --> 00:16:16,490
+اللي بنشتغلها كل واحدة من ال neurons جداش بعيدة
+
+217
+00:16:17,520 --> 00:16:24,460
+Topology 2D بمعنى أنه الترتيب الهندسي تبعها نفترض
+
+218
+00:16:24,460 --> 00:16:27,420
+بهذا الشكل طبعا إذا كان لها ترتيب آخر لأ بتصير
+
+219
+00:16:27,420 --> 00:16:30,920
+برضه المسافات بتتقاسب تتنارب بالظبط كده المسافات
+
+220
+00:16:30,920 --> 00:16:33,620
+بناء على ال function بناء على ال function اللي
+
+221
+00:16:33,620 --> 00:16:39,760
+إحنا شايفينها تمام؟ الآن كيف بقى أبدأ أشتغل عملية
+
+222
+00:16:39,760 --> 00:16:43,850
+فكرة ال competitive learning؟الـ Rule اللي بدي
+
+223
+00:16:43,850 --> 00:16:48,210
+استخدمها عشان أعرف التعلم هذا التعلم هذا عشان
+
+224
+00:16:48,210 --> 00:16:52,650
+أعرفه معناه ذلك إن أنا بدي أحسب Delta W قولنا تعلم
+
+225
+00:16:52,650 --> 00:16:58,010
+يعني معناته W أفضل قيمة لـ W بدي أعمل optimization
+
+226
+00:16:58,010 --> 00:17:02,390
+ل W optimal value ل W هي هذا التعلم لا أكثر ولا
+
+227
+00:17:02,390 --> 00:17:09,710
+أقل جبت W علمت ماجبناش W ماتعلمناش تمام فإذن
+
+228
+00:17:10,610 --> 00:17:16,010
+Initially بحط قيم عشوائية ل W Randomly الآن مين
+
+229
+00:17:16,010 --> 00:17:21,910
+اللي هيحدد ليه كيف أروح لل optimal W هي ال delta W
+
+230
+00:17:21,910 --> 00:17:25,910
+اللي بدها تطلع من ال algorithm تبعنا الآن من طريقة
+
+231
+00:17:25,910 --> 00:17:31,350
+التفكير على أساس إن هي فعلا اتعدل W في اتجاه ال
+
+232
+00:17:31,350 --> 00:17:35,050
+optimal value في اتجاه optimal value فdelta W هقول
+
+233
+00:17:35,050 --> 00:17:39,020
+إن هي بتساويطبعا إذا كانت ال neuron هي ال winner
+
+234
+00:17:39,020 --> 00:17:45,120
+ال neuron هي ال winner معناه ذلك أنه في ال delta W
+
+235
+00:17:45,120 --> 00:17:52,020
+اللي لسه ما حسبتهاش بتعتمد على الفرق الفرق بين ال
+
+236
+00:17:52,020 --> 00:17:57,600
+Xات ال input و ال W اللي موجودة أصلا ال W موجودة
+
+237
+00:17:57,600 --> 00:18:02,170
+أصلا ليش؟لأنه يمكن كلمة قلتها في بداية المحاضرة
+
+238
+00:18:02,170 --> 00:18:06,270
+قلنا أنه لما بدي أقول competitive ل ال output هو
+
+239
+00:18:06,270 --> 00:18:09,290
+ال output عبارة عن إيش؟ ال output الحقيقة هو عبارة
+
+240
+00:18:09,290 --> 00:18:15,770
+عن ال W's تبعته هي عبارة عن ال W's تبعته فلما يكون
+
+241
+00:18:15,770 --> 00:18:20,490
+عندي اتنين في ال input هنا
+
+242
+00:18:21,820 --> 00:18:25,260
+وهي كمان نفترض كمان output تاني وكمان output تالت
+
+243
+00:18:25,260 --> 00:18:30,440
+فهذا فعليا كان neuron output ال neuron رقم واحد
+
+244
+00:18:30,440 --> 00:18:36,760
+كيف بدى اعرفها باعرفها من خلال ال W11 و W21 هدول
+
+245
+00:18:36,760 --> 00:18:44,340
+القيمهم اللي يمثلوا بالنسبالي ال W ال node بتاعتهم
+
+246
+00:18:44,340 --> 00:18:48,300
+ال node الخاصة فيهم أو ال output الخاص فيهم تمام
+
+247
+00:18:48,300 --> 00:18:52,120
+فإذا كل اللي أنا محتاجه أحسب فقط ال difference
+
+248
+00:18:52,120 --> 00:18:55,800
+between wij
+
+249
+00:18:55,800 --> 00:19:04,990
+و xi هذا هيأثر على مين؟ على ال node jفكأنه الـ J
+
+250
+00:19:04,990 --> 00:19:07,830
+هي اللي بدنا نقول هل هي winner ولا مش winner فهي
+
+251
+00:19:07,830 --> 00:19:13,370
+الـ Neuron J Neuron J wins the competition فإذا
+
+252
+00:19:13,370 --> 00:19:16,790
+فازت في ال competition بنطبق المعادلة هذه المعادلة
+
+253
+00:19:16,790 --> 00:19:24,390
+هذه بتقول ليه أنه قداش أنت ال input جريب منك مدام
+
+254
+00:19:24,390 --> 00:19:30,690
+جريب مني فإذا هذه هي ال W اللي بتتعدل مثال
+
+255
+00:19:32,170 --> 00:19:39,730
+ناخد مثال واقع شوية لو
+
+256
+00:19:39,730 --> 00:19:48,190
+افترضنا انه عندي مجموعة بيانات بهذا الشكل هدولة
+
+257
+00:19:48,190 --> 00:19:53,570
+نفترض ال class أول و هدولة كمان ال class تاني
+
+258
+00:20:02,580 --> 00:20:05,580
+طبعا أنا مش عارف جدش عدده من ال class فعليا لكن
+
+259
+00:20:05,580 --> 00:20:14,560
+هيها مجموعة بيانات مجسمة بهذا الشكل كويس
+
+260
+00:20:14,560 --> 00:20:19,080
+تمام .. تمام و خلّينا شغالين بالضبط على نفس ال
+
+261
+00:20:19,080 --> 00:20:22,940
+neural network اللي كنا رسمينها تلاتة و اتنين بهذا
+
+262
+00:20:22,940 --> 00:20:30,420
+الشكل2 input 3 output 2 input 3 output ال 2 input
+
+263
+00:20:30,420 --> 00:20:40,040
+هدولة يمثل x1 و x2 هي x2 و x1 كأنه إحداثيات النقطة
+
+264
+00:20:40,040 --> 00:20:49,180
+هذه تمثل x1 1 و x2 1 للنقطة الأولى ف x1 و x2 هدولة
+
+265
+00:20:49,180 --> 00:20:55,330
+بندخلهم هنا و الأن بدي أحسبهم ال outputبنحسب قيم
+
+266
+00:20:55,330 --> 00:20:57,990
+output بس كيف بدي أشتغل على هذا الكلام و أحسب قيم
+
+267
+00:20:57,990 --> 00:21:01,030
+output المعادلة مش فيها output المعادلة فعليا مش
+
+268
+00:21:01,030 --> 00:21:06,350
+output فالمعادلة فعليا عشان أقول أنا بدي أجسم ال
+
+269
+00:21:06,350 --> 00:21:12,290
+space هذا لأكم output معناته كأنه بدي أقول اعطيني
+
+270
+00:21:12,290 --> 00:21:18,510
+نفترض تلاتة تلاتة معناته اعطيني تلاتة weights بس
+
+271
+00:21:18,510 --> 00:21:21,870
+من التلاتة ال weights هدولة هي ال weight الأولى
+
+272
+00:21:25,050 --> 00:21:36,590
+W11 W21 في هذه نقطة تمثل بالنسبالي كنقطة W12 لمين؟
+
+273
+00:21:36,590 --> 00:21:44,310
+للنيورون الأولى طب نفس الكلام هنا W12 W22 طب
+
+274
+00:21:44,310 --> 00:21:53,340
+ماهدياش؟ W12 برضه بس لمين لنيورون رقم 2؟هنا w13
+
+275
+00:21:53,340 --> 00:22:03,940
+وw23 برضه نفس الكلام w1 وw2 لمن؟ لل weight رقم او
+
+276
+00:22:03,940 --> 00:22:09,380
+لل output رقم 3 يعني ال output نقدر نمثله
+
+277
+00:22:09,380 --> 00:22:13,200
+بإحداثيات ال weights تبعته بإحداثيات ال weights
+
+278
+00:22:13,200 --> 00:22:19,880
+فلو قلنا جدلا هي أولى هي تانية
+
+279
+00:22:23,480 --> 00:22:28,120
+هي التالتة عشوائيا بهذا
+
+280
+00:22:28,120 --> 00:22:31,860
+الشكل بشكل عشوائي ما احنا قلنا بداية بتكون بشكل
+
+281
+00:22:31,860 --> 00:22:37,160
+عشوائي هيها هي التلاتة الـ Whistle في الأول و بدنا
+
+282
+00:22:37,160 --> 00:22:41,040
+نبدأ نعمل activation معناته بده ندخل input بدنا
+
+283
+00:22:41,040 --> 00:22:45,540
+ندخل ال input هاي ال input اعطيه input يلّا هاته
+
+284
+00:22:45,540 --> 00:22:48,960
+اعطيه input اي واحد بدنا input اي واحد خليني اخد
+
+285
+00:22:48,960 --> 00:22:51,920
+مثلا أميل الأحمر أوضح على الصبورة خليني اقول
+
+286
+00:22:51,920 --> 00:22:52,540
+النقطة هذه
+
+287
+00:22:56,210 --> 00:23:01,230
+تمام النقطة هذه بدنا نجيس الآن مين مسافات هيها X
+
+288
+00:23:01,230 --> 00:23:05,210
+جديش بتبعد عن ال W X جديش بتبعد عن ال W فبدي أحسب
+
+289
+00:23:05,210 --> 00:23:15,870
+X I جديش بتبعد عن Wi كويس لمين لل node J كأنها لل
+
+290
+00:23:15,870 --> 00:23:18,610
+node J طبعا بالنسبة لل X I مش هتفرج معاها ال node
+
+291
+00:23:18,610 --> 00:23:21,110
+J واحد ولا اتنين ولا تلاتة مين اللي بيفرج معاه ال
+
+292
+00:23:21,110 --> 00:23:25,370
+W ال W لأنه الآن بدي أحسب بالنسبة لل node الأولى
+
+293
+00:23:25,370 --> 00:23:31,810
+هناجدّاش المسافة طيب هنا جدّاش المسافة هنا جدّاش
+
+294
+00:23:31,810 --> 00:23:37,830
+المسافة ما هي الفروقات هيها فرق هي في النهاية فرق
+
+295
+00:23:37,830 --> 00:23:40,590
+صحيح مش هي هذه المعادلة اللي هنستخدمها في النهاية
+
+296
+00:23:40,590 --> 00:23:46,910
+بشكل نهائي لكن احنا بدنا نوضح فكرة ايش ال output
+
+297
+00:23:46,910 --> 00:23:51,250
+يمثل يمثل بإحداث بإحداثيات ال weights تبعته كويس
+
+298
+00:23:51,250 --> 00:23:56,950
+الآن مين الأقرب الأقرب هيالنقطة هذه أو الـ W هذه
+
+299
+00:23:56,950 --> 00:24:02,430
+أو ال node هذه ك output ال node هذه ك output فكل
+
+300
+00:24:02,430 --> 00:24:06,690
+اللي حيصير إنه هذه ال node اللي هي ال weight بدي
+
+301
+00:24:06,690 --> 00:24:13,170
+أقربها لمين؟ للنقطة النقطة بتتغيرش احنا أعطينا
+
+302
+00:24:13,170 --> 00:24:16,690
+نقطة و أنا متأكد إنها صحيحة ك input بس أنا مش عارف
+
+303
+00:24:16,690 --> 00:24:19,370
+إيش ال output تبعها بس هي ك input هي observation
+
+304
+00:24:19,370 --> 00:24:22,710
+صحيحة فبروح بجرب ال weight اللي ال weight هذه إلها
+
+305
+00:24:23,480 --> 00:24:28,200
+بنجرب هيها فبتيجي هدا بتجرب هنا شوية بنكون هيك
+
+306
+00:24:28,200 --> 00:24:33,620
+عملنا إيش تعديل على ال weights فاحنا هيك عدلنا ال
+
+307
+00:24:33,620 --> 00:24:37,860
+weight بس هناخد بالنا أنه مش كل ال weights اتعدلت
+
+308
+00:24:37,860 --> 00:24:42,420
+هذه البعيدة وهذه اللي أبعد بجربش عليهم ماليش علاقة
+
+309
+00:24:42,420 --> 00:24:47,120
+فيهم لكن عدلت الأقرب بقى ليش؟ لأن هي اللي بقدر
+
+310
+00:24:47,120 --> 00:24:52,240
+أسميها winner فهو نفس الكلام إذا ال J هي ال winner
+
+311
+00:24:53,470 --> 00:24:59,770
+فهي اللي بتطبق عليها عملية Delta W Delta W بجيب
+
+312
+00:24:59,770 --> 00:25:03,790
+الفرق بينهم جدش الفرق بينهم هنا و هنتكلم في عملية
+
+313
+00:25:03,790 --> 00:25:06,350
+الفرق اللي بنحسبها بس في النهاية بجيب الفرق بينهم
+
+314
+00:25:06,350 --> 00:25:09,250
+هي و احنا فعلا هنا كنا جايبين فرق لأننا كنا بنحسب
+
+315
+00:25:09,250 --> 00:25:14,190
+مسافات الفرق بينهم بضربه في مين في Alpha نضربه في
+
+316
+00:25:14,190 --> 00:25:16,790
+قيمة Alpha ال learning rate هو نفسه ال learning
+
+317
+00:25:16,790 --> 00:25:21,580
+rate لا راح ولا اجه هو هو كما هو كويسةفال learning
+
+318
+00:25:21,580 --> 00:25:25,500
+rate اللي بنضربه فيها عشان نجيب Delta W اللي فقط
+
+319
+00:25:25,500 --> 00:25:29,980
+من حق ال winner طيب أما إذا كانت ال J loses the
+
+320
+00:25:29,980 --> 00:25:34,700
+competition صفر إيش يعني صفر؟ يعني Delta W Zero
+
+321
+00:25:34,700 --> 00:25:39,100
+ومدام Delta W Zero معناته ال W مش هتتغير ففعلا هذه
+
+322
+00:25:39,100 --> 00:25:45,050
+مش هتتغير و هذه مش هتتغيرخلاص واحدة فقط اللي حد
+
+323
+00:25:45,050 --> 00:25:49,310
+تتغير هي الفكرة بشكل .. بشكل أساسي تمام هي عملية
+
+324
+00:25:49,310 --> 00:25:52,570
+ال .. ال Euclidean distance ف Euclidean distance
+
+325
+00:25:52,570 --> 00:25:55,270
+هنحسبها بهذا الشكل ك vectors لإن احنا في النهاية
+
+326
+00:25:55,270 --> 00:25:59,810
+بنتعامل مع .. مع vectors فلما يكون عندكم يعني
+
+327
+00:25:59,810 --> 00:26:03,530
+بمعنى بنحسب حاجة اسمها norm ال norm هذا كل اللي
+
+328
+00:26:03,530 --> 00:26:11,390
+بعمله إذا كانت هنا النقطة هذه X1 X2 وال weight هذه
+
+329
+00:26:12,560 --> 00:26:20,060
+W1 وW2 كنقاط فلما بدّي أحسب أهجي أحسب الفرق بينهم
+
+330
+00:26:20,060 --> 00:26:29,480
+هتكون عبارة عن X1-W1 كله تربيع plus X2-W2 كله
+
+331
+00:26:29,480 --> 00:26:36,100
+تربيع وكله تحت الجذر فهذه النورمnorm operation
+
+332
+00:26:36,100 --> 00:26:40,560
+فبنعملها بهذا الشكل إذا والله عندي أكتر من X1 و X2
+
+333
+00:26:40,560 --> 00:26:44,140
+في X3 أو X4 أو X5 أو X6 أو X7 كلهم بنرجع بنعملهم
+
+334
+00:26:44,140 --> 00:26:51,620
+نفس الكلام X1-W1 X2-W2 X3-W3 X4-W4 dimensionality
+
+335
+00:26:51,620 --> 00:26:54,980
+هي اللي بتتحكم فينا لا أكتر ولا أقل وفي الآخر كله
+
+336
+00:26:54,980 --> 00:27:00,720
+تتبار نص يعني كله تحت الجذر زي ما قلنا في معادلتنا
+
+337
+00:27:00,720 --> 00:27:10,160
+زي ما المعادلة واضحة أنهاتمام الان عشان اعرف ال
+
+338
+00:27:10,160 --> 00:27:14,720
+identification لل winner بدنا نعرف مين الأقل مسافة
+
+339
+00:27:14,720 --> 00:27:19,300
+مين الأقل مسافة فكل اللي هيحصل كالتالي انه هنقول
+
+340
+00:27:19,300 --> 00:27:26,160
+مين ال j و ال j هنا ظهرت معانا قبل شوية و عرفناها
+
+341
+00:27:26,160 --> 00:27:30,140
+ان ال j ده هي ال neuron رقم ال neuron اللي بعتبرها
+
+342
+00:27:30,140 --> 00:27:36,730
+winner رقم ال neuron ال winner لمين لل input xفإذن
+
+343
+00:27:36,730 --> 00:27:40,230
+هي مش دايما هتظل winner طول عمرها حسب ال input
+
+344
+00:27:40,230 --> 00:27:43,950
+ممكن تتغير ال winners ممكن تتغير ال winners و ال
+
+345
+00:27:43,950 --> 00:27:46,770
+winner إيش الميزة اللي إله؟ الميزة الوحيدة اللي
+
+346
+00:27:46,770 --> 00:27:51,390
+هتكون إله أن أنت اللي غير ال weight تبعك عدل اعمل
+
+347
+00:27:51,390 --> 00:27:57,290
+updating لل weight هذه مكافأة ال winner أنه عدل
+
+348
+00:27:57,290 --> 00:28:02,580
+حالك الباجين بتعدلوش تمامفهنا بنعرفه على أساس ان
+
+349
+00:28:02,580 --> 00:28:09,520
+هي هي حسبنا ال norm لاحظ ال norm ل X ناقص W J وهدي
+
+350
+00:28:09,520 --> 00:28:13,060
+J واحد اتنين تلاتة to M M الشم هدولة عدد ال
+
+351
+00:28:13,060 --> 00:28:19,100
+outputs هنا تلاتة هنا تلاتة فكأني بقول J هي عبارة
+
+352
+00:28:19,100 --> 00:28:23,660
+عن واحد اتنين او تلاتة في المثال تبعنا فبحسب X ال
+
+353
+00:28:23,660 --> 00:28:30,720
+input المحدد بنطرحه بنطرح منه W واحدبنخزنها على
+
+354
+00:28:30,720 --> 00:28:34,700
+جنب و بنطرح منه w2 على جنب و w3 على جنب وباجي
+
+355
+00:28:34,700 --> 00:28:37,700
+بقارنهم عشان .. طبعا بعد ال norm .. بقارنهم عشان
+
+356
+00:28:37,700 --> 00:28:42,760
+أخد ال minimum فال minimum لصالح ال j فبتصير ال j
+
+357
+00:28:42,760 --> 00:28:46,270
+ده هي ال winnerفإذا الـ Minimum ممكن يكون رقم
+
+358
+00:28:46,270 --> 00:28:49,950
+اتنين فإذا الاتنين هي ال winner الاتنين هي ال
+
+359
+00:28:49,950 --> 00:28:53,930
+winner اللي بيحقلها تعدل أوزانها اللي بيحقلها تعدل
+
+360
+00:28:53,930 --> 00:28:59,750
+الوزن تبعها هتناخد مثال يعني مثالي اتوقع الفكرة
+
+361
+00:28:59,750 --> 00:29:04,110
+واضحة متحت المثال بتوجه الوضوح إن شاء الله لو
+
+362
+00:29:04,110 --> 00:29:09,030
+افترضنا إنه عندي ال input هي 0.52 اللي هو ال X ال
+
+363
+00:29:09,030 --> 00:29:15,140
+input تبعنا و الحدث التاني له 0.12الـ weights
+
+364
+00:29:15,140 --> 00:29:28,720
+تبعونه 27% و 81% و W2 42.7% و W3.43.21% الحقيقة من
+
+365
+00:29:28,720 --> 00:29:32,970
+الشكل هذا بقدر أرسم ال inputأو ال network تبرجي لل
+
+366
+00:29:32,970 --> 00:29:38,490
+network وبسيطة جدا ليش بسيطة جدا لأن ال input فيه
+
+367
+00:29:38,490 --> 00:29:42,910
+احداثين يعني معناه ذلك ان ال input سبعتنا اتنين
+
+368
+00:29:42,910 --> 00:29:53,850
+هاي واحد و هاي اتنين هاي
+
+369
+00:29:53,850 --> 00:29:58,280
+واحد و هاي اتنين هاي X واحد و X اتنينهذه جيبناها
+
+370
+00:29:58,280 --> 00:30:02,000
+عرفناها مباشرة من قيمة X واحد قيمتين هي اتنين طيب
+
+371
+00:30:02,000 --> 00:30:05,500
+ال output اه ال W's عندي W واحد و W اتنين و W
+
+372
+00:30:05,500 --> 00:30:09,760
+تلاتة معناته في عندي output تلاتة واحد اتنين تلاتة
+
+373
+00:30:09,760 --> 00:30:16,280
+خلاص هاي ال network تبعتك خلصناها طيب القيم تتوزع
+
+374
+00:30:16,280 --> 00:30:18,460
+عليها اه بنقدر نوزع عليها هنقول انه في الحالة اللي
+
+375
+00:30:18,460 --> 00:30:22,540
+بدي اجربها الآن ال input الأول 0.52 ال input
+
+376
+00:30:22,540 --> 00:30:40,980
+التاني 0.12 هنا ال weights.27.81.0.42.0.7.0.43.0
+
+377
+00:30:40,980 --> 00:30:49,220
+.21 تمام خلصنا الآن نبدأ نشتغل و نعرف أو نعمل
+
+378
+00:30:49,220 --> 00:30:54,040
+updating للحالة اللي عندنا نحسب ال distancesبس لا
+
+379
+00:30:54,040 --> 00:30:59,280
+أكثر ولا أقل عندك هي قيمة ال input X هذه بنطرح
+
+380
+00:30:59,280 --> 00:31:04,860
+منها W1 و بنحسب norm و بنطرح منها W2 و بنحسب منها
+
+381
+00:31:04,860 --> 00:31:09,940
+W3 لا أكثر ولا أقل بس هاي المعادلات بتاعتنا W1 W2
+
+382
+00:31:09,940 --> 00:31:21,560
+و W3 هاي D1 هي O point 52 ناقص 27
+
+383
+00:31:22,690 --> 00:31:28,570
+كله تربيع plus ال input التاني فاصل اتناش ناجس
+
+384
+00:31:28,570 --> 00:31:32,910
+جداش فاصل تمانية واحد فاصل تمانية واحد تربيع كله
+
+385
+00:31:32,910 --> 00:31:36,430
+تحت جذر فطلع عندي تلاتة و سبعين في المية بنحسب نفس
+
+386
+00:31:36,430 --> 00:31:39,910
+الكلام لمين لل weight التانية نفس ال input هو هو
+
+387
+00:31:39,910 --> 00:31:42,750
+هطرح منه ال ال ال ال ال ال ال ال ال ال ال ال ال ال
+
+388
+00:31:42,750 --> 00:31:43,730
+ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال
+
+389
+00:31:43,730 --> 00:31:47,370
+ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال
+
+390
+00:31:47,370 --> 00:31:48,110
+ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال
+
+391
+00:31:48,110 --> 00:31:48,110
+ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال
+
+392
+00:31:48,110 --> 00:31:48,110
+ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال
+
+393
+00:31:48,110 --> 00:31:48,110
+ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال ال
+
+394
+00:31:48,110 --> 00:31:49,630
+ال ال ال ال ال ال ال ال ال ال البرضه نفس ال input
+
+395
+00:31:49,630 --> 00:31:53,290
+مع ال weight رقم تلاتة عشان يطلع عندى فاصلة تلاتة
+
+396
+00:31:53,290 --> 00:31:58,150
+واحد الان من ال winner ال minimumأنا عندي تلات قيم
+
+397
+00:31:58,150 --> 00:32:04,830
+هي ال .. ال .. المسافات مسافة ال input بالنسبة ل
+
+398
+00:32:04,830 --> 00:32:08,390
+W1 مسافة ال input بالنسبة ل W2 مسافة ال input
+
+399
+00:32:08,390 --> 00:32:13,350
+بالنسبة ل W3 مين اللي يحققله ال updating أو
+
+400
+00:32:13,350 --> 00:32:17,590
+التعديل هو الأقرب لل input الأقرب لل input مين؟ دي
+
+401
+00:32:17,590 --> 00:32:23,230
+تلاتة خلاص مدام دي تلاتة هات قيمة الطرح بينهم قيمة
+
+402
+00:32:23,230 --> 00:32:30,630
+الطرح بينهم عنديالـ 0.27 هدي بتتعدل وعند ال 0.81
+
+403
+00:32:30,630 --> 00:32:38,390
+بتتعدل ممتاز مافيش أسهل من هيك فباجي بامسك ال 0.27
+
+404
+00:32:38,390 --> 00:32:44,470
+هدي 0.27 أو بلاش ال 0.27 مباشرة خليني أعملها على
+
+405
+00:32:44,470 --> 00:32:51,350
+الخطوطين عشان ما تتخربطوش ال 0.52 ال input ناقص ال
+
+406
+00:32:51,350 --> 00:32:53,390
+weight نفسها ناقص
+
+407
+00:32:56,010 --> 00:32:59,050
+اه احنا بنعدلش رقم واحد احنا بنعدل ال winner ال
+
+408
+00:32:59,050 --> 00:33:03,810
+winner اللي هو مين تلاتة فبنطرح O point أربعة
+
+409
+00:33:03,810 --> 00:33:09,190
+تلاتة عشان نضربها بعدين في Alpha Alpha جدش
+
+410
+00:33:09,190 --> 00:33:12,150
+ماخدينها عادة O point one في الغالب O point one
+
+411
+00:33:12,150 --> 00:33:18,770
+مصبوط O point one هذا بيساوي Delta W مين Delta W
+
+412
+00:33:18,770 --> 00:33:22,170
+اللي هي تاعة الأربعة تلاتة فاصلة أربعة تلاتة هذه
+
+413
+00:33:22,170 --> 00:33:29,970
+إيش اسمها واحد تلاتة1 3 و بنطلع قيمة طيب .. طيب
+
+414
+00:33:29,970 --> 00:33:35,370
+Delta W 2 3 هتسوى برضه الـ O point 1 اللي هي Alpha
+
+415
+00:33:35,370 --> 00:33:45,850
+مضروبة في مين؟ O point 1 2 minus 2 1 برضه
+
+416
+00:33:45,850 --> 00:33:54,210
+عشان نطلع قيمة جهدش طلع القيام0.01 و 0.01 هذا
+
+417
+00:33:54,210 --> 00:33:59,470
+القيمة هذه الـ 0.01 المفروض أنها تروح تنجمع مع مين
+
+418
+00:33:59,470 --> 00:34:04,370
+كـ Delta لأن في نهاية Delta هتنجمع مع الـ W نفسها
+
+419
+00:34:04,370 --> 00:34:13,200
+فالـ W نفسها كانت 43 من 100 زائد 1 من 100والاحداث
+
+420
+00:34:13,200 --> 00:34:19,260
+التاني 21 من 100 زائد 1 من 100 عشان يحصل .. نحصل
+
+421
+00:34:19,260 --> 00:34:23,160
+طبعا التاني هنا هتكون بالسالب ال term الأول ناجس
+
+422
+00:34:23,160 --> 00:34:28,160
+عن التاني بالسالب عشان يطلع عندي weight جديد لمين؟
+
+423
+00:34:28,160 --> 00:34:33,640
+ل W3 بس طب إيش حكاية W1 و W2؟ ملهومش هدول losers
+
+424
+00:34:33,640 --> 00:34:39,930
+هدول خسرانين لا يحقلهم إنه يتعدلواتمام and so on و
+
+425
+00:34:39,930 --> 00:34:43,350
+بهذا الشكل و بهذا الشكل طيب انلخص ال algorithm
+
+426
+00:34:43,350 --> 00:34:48,090
+نفسه ك algorithm مبدأيا بنعمل initialization لاقى
+
+427
+00:34:48,090 --> 00:34:52,590
+ال weights مش مشكلة بعدك بنعمل عملية ال activation
+
+428
+00:34:52,590 --> 00:34:56,350
+and similarity matching عملية ال matching لل
+
+429
+00:34:56,350 --> 00:35:00,210
+similarities بتاعتنا فال activation كل اللي بنعمله
+
+430
+00:35:00,210 --> 00:35:04,130
+انه اعمل اجيب ال output بس انه output انا ماعنديش
+
+431
+00:35:04,130 --> 00:35:09,200
+outputعرفت ليش؟ ماعنديش حاجة واضحة اسمها Y أنا
+
+432
+00:35:09,200 --> 00:35:12,540
+ماعنديش حاجة اسمها Y أنا كل اللي بقوله مين ال Y
+
+433
+00:35:12,540 --> 00:35:18,060
+اللي عدلها بس أنا مش عارف وين لازم تروح وين لازم
+
+434
+00:35:18,060 --> 00:35:22,220
+تروح فكل اللي بشتغله ان ال X هذه المفروض ان هي من
+
+435
+00:35:22,220 --> 00:35:28,040
+نصيب ال class اللي هي أقربله واحد ولا اتنين ولا
+
+436
+00:35:28,040 --> 00:35:31,100
+تلاتة ومين اللي حددلي ال class هنا اللي حددلي ال
+
+437
+00:35:31,100 --> 00:35:34,780
+class الحقيقة ال W بتاعت الجيالـ W بتاعت الـ J
+
+438
+00:35:34,780 --> 00:35:39,380
+فبنجيب نحسب المسافات لل input اللي احنا بنعطيه زي
+
+439
+00:35:39,380 --> 00:35:42,600
+ما حللنا هو في المثال بالظبط عشان نحصل في الآخر
+
+440
+00:35:42,600 --> 00:35:46,800
+على مين ال minimum value منهم من الأقرب، الأقرب
+
+441
+00:35:46,800 --> 00:35:52,750
+هذابكل بساطة هو اللي بنضربه في .. بنضرب الفرق
+
+442
+00:35:52,750 --> 00:35:57,710
+بينهم .. بين ال winner و ال input بنضربه في Alpha
+
+443
+00:35:57,710 --> 00:36:01,990
+عشان نعمل عملية تعديل إذا كان هو ال winner إذا كان
+
+444
+00:36:01,990 --> 00:36:05,810
+هو ال winner طيب و Zero إذا ماكنش هو ال winner
+
+445
+00:36:05,810 --> 00:36:08,890
+Zero إذا ماكنش هو ال winner و زي ما توشفناها طيب
+
+446
+00:36:08,890 --> 00:36:13,030
+بعد Delta W هذه بروح باشر بعد Delta W على ال W
+
+447
+00:36:13,030 --> 00:36:18,050
+عشان نحصل على ال W ل .. ل new iterationلجديدة لأ
+
+448
+00:36:18,050 --> 00:36:21,930
+لجديدة فال alpha هي ال learning rate مش مشكلة الآن
+
+449
+00:36:21,930 --> 00:36:28,250
+نجي نشوف ال AJ هذي هنا عدلنا شوية الحقيقة عدلنا
+
+450
+00:36:28,250 --> 00:36:32,570
+شوية قولنا أن هذا مش بس winner لأ إذا كانت ال J
+
+451
+00:36:32,570 --> 00:36:35,070
+تنتمي إلى set of
+
+452
+00:36:38,100 --> 00:36:44,120
+الست ها دي function عبارة عن function هنسميها اللي
+
+453
+00:36:44,120 --> 00:36:48,560
+هي لها علاقة بال neighborhoods أو ال neighborhood
+
+454
+00:36:48,560 --> 00:36:52,740
+function ال neighborhood function إيش هنستخدمها؟
+
+455
+00:36:54,250 --> 00:37:00,150
+طبعا حكيناها ال Mexican hat فال Mexican hat جداش
+
+456
+00:37:00,150 --> 00:37:06,670
+النقد بعيد عن ال winner بنعطيله قيمة إضافية القيمة
+
+457
+00:37:06,670 --> 00:37:09,650
+الإضافية طبعا هتكون أقل من واحد فال term اللي طلع
+
+458
+00:37:09,650 --> 00:37:13,210
+هنا بنضربه في القيمة حسب جداش هو بعيد عن ال center
+
+459
+00:37:15,920 --> 00:37:19,120
+وبنرجع بنعيد بنكرر الكلام بعد ما جيبنا W بنرجع
+
+460
+00:37:19,120 --> 00:37:21,800
+نعمل activation كمان مرة ل input تاني و تالت و
+
+461
+00:37:21,800 --> 00:37:25,120
+رابع و خامس عشان نخلصهم كله بنعمل one Epoch و نرجع
+
+462
+00:37:25,120 --> 00:37:28,300
+نعيد Epoch تاني Epoch تالت Epoch رابع او short
+
+463
+00:37:28,300 --> 00:37:31,620
+short اول short تاني ال short لازم نخلص فيه كل ال
+
+464
+00:37:31,620 --> 00:37:37,180
+inputs بسميه Epoch تمام فال competitive بهذا الشكل
+
+465
+00:37:37,180 --> 00:37:39,620
+طيب هداك المثال اللي احنا خدناه كان competitive ل
+
+466
+00:37:39,620 --> 00:37:44,620
+.. ل إيش ل vectorلـ vector بمعنى كنت بتتكلم عن one
+
+467
+00:37:44,620 --> 00:37:47,600
+dimension ال one dimension ماكنش فيه مشكلة و
+
+468
+00:37:47,600 --> 00:37:50,720
+اتحركنا معاه بشكل لكن ممكن نتعامل مع two dimension
+
+469
+00:37:50,720 --> 00:37:54,680
+لو .. هناخد هنا مثال توضيحي سريع هيك .. لو أخدنا
+
+470
+00:37:54,680 --> 00:37:59,060
+مثلا competitive learning in cohenian network و ال
+
+471
+00:37:59,060 --> 00:38:02,960
+cohenian network هذه هفترض ان في عندى 100 neurons
+
+472
+00:38:02,960 --> 00:38:10,960
+مرتبين form او شكلtwo-dimensional network بشكل two
+
+473
+00:38:10,960 --> 00:38:15,760
+-dimensional بحيث إن هي امرتبة عشرة في عشرة يعني
+
+474
+00:38:15,760 --> 00:38:21,300
+حدد لهيو كمان امرتبة عشرة rows and عشرة columns
+
+475
+00:38:21,300 --> 00:38:25,640
+كويس المطلوب إن احنا بدنا نصنف مجموعة ال inputs
+
+476
+00:38:25,640 --> 00:38:28,700
+ومجموعة ال inputs هذه اللي بدنا نعطيله إياها هي
+
+477
+00:38:28,700 --> 00:38:33,520
+عبارة عن inputs vectors امرتبة كالف input vector
+
+478
+00:38:34,390 --> 00:38:39,310
+الف input vectors هدولة بدنا ندخلهم لهم قيم
+
+479
+00:38:39,310 --> 00:38:43,410
+uniformal بمعنى ان هم موزعين بشكل uniform على
+
+480
+00:38:43,410 --> 00:38:49,310
+الشبكة اللي هي عشرة في عشرة ف initially بهذا الشكل
+
+481
+00:38:49,310 --> 00:38:55,920
+هنفترض هنرمي 100 nodeال meet node هدول بمثله إيش؟
+
+482
+00:38:55,920 --> 00:38:59,520
+meet output .. meet node بمعنى meet output .. كل w
+
+483
+00:38:59,520 --> 00:39:02,780
+من هدول هي output .. هي تمثل output .. هي حالة
+
+484
+00:39:02,780 --> 00:39:07,740
+لحالها .. هي class لحالها .. هي cluster لحالها ..
+
+485
+00:39:07,740 --> 00:39:10,600
+فده cluster خاص بحاله .. كويس يعتبر كأنه cluster
+
+486
+00:39:10,600 --> 00:39:13,820
+بده يتحرك .. الآن هدولة initially بدأناهم بهذا
+
+487
+00:39:13,820 --> 00:39:17,600
+الشكلو هدولة كل النقاط هدولة هي ال connections
+
+488
+00:39:17,600 --> 00:39:20,480
+الجانبية احنا قلنا ال output ففي connections
+
+489
+00:39:20,480 --> 00:39:25,080
+جانبية بينهم هي مش لحاله منفرد و مش لحاله منفرد
+
+490
+00:39:25,080 --> 00:39:28,240
+عشان احدد من خلال ال .. ال .. ال .. ال robot
+
+491
+00:39:28,240 --> 00:39:32,560
+الجانبية هذه قيمها بتتحدد بناء على ال Mexican hat
+
+492
+00:39:32,560 --> 00:39:37,260
+بناء على ال Mexican hatتمام هذه ال initial random
+
+493
+00:39:37,260 --> 00:39:41,220
+weights بعد 100 iterations هتبدأ شوية بهذا الشكل
+
+494
+00:39:41,220 --> 00:39:45,220
+بعد 1000 iterations هتبدأ شوية شوية تترتب لعند ما
+
+495
+00:39:45,220 --> 00:39:49,900
+نصل انه بعد 10,000 iterations هنصل لهذا الشكل بحيث
+
+496
+00:39:49,900 --> 00:39:56,140
+انه توزعت ال outputs بهذا الشكل يعني اتوزعت ال
+
+497
+00:39:56,140 --> 00:40:00,820
+weights بهذا الشكل يعني عدد ال classes اتوزعوا
+
+498
+00:40:00,820 --> 00:40:06,370
+بالشكل اللي احنا شايفينه بحيث انههذا ال cluster
+
+499
+00:40:06,370 --> 00:40:09,650
+الأول أو ال class الأول اللي ممكن يكون حوالي
+
+500
+00:40:09,650 --> 00:40:13,170
+مجموعة النقاط هذه طيب هذا ال cluster التالت اللي
+
+501
+00:40:13,170 --> 00:40:16,850
+حوالي مجموعة النقاط هذه فهتكون المجموعة النقاط
+
+502
+00:40:16,850 --> 00:40:20,610
+اللي هنا حركتهم لعند ما وصلوا بالشكل اللي احنا
+
+503
+00:40:20,610 --> 00:40:24,150
+شايفينه بالضبط زي المثال اللي احنا كنا رسمينه هنا
+
+504
+00:40:24,150 --> 00:40:29,560
+و اللي قلنا انه في مجموعة حلاتأولى ومجموعة حالات
+
+505
+00:40:29,560 --> 00:40:33,440
+تانية أو states تانية تمثل cluster أول و cluster
+
+506
+00:40:33,440 --> 00:40:38,920
+تانى ل X1 و X2 وقلنا إن إذا أنا من الأساس عارف و
+
+507
+00:40:38,920 --> 00:40:44,040
+هذا كان بيبين معانا في أول .. أول رسمة في أول رسمة
+
+508
+00:40:44,040 --> 00:40:46,740
+هنا هيهم عشوائيين أنا عارف إن هم عددهم كان هنا 100
+
+509
+00:40:46,740 --> 00:40:51,400
+هنا بدأوا يقولوا عددهم 2 فهي node أولى وهي واحدة
+
+510
+00:40:51,400 --> 00:40:57,320
+تانية نفترض بهذا الشكلتنتين هدول بدخل أول input ال
+
+511
+00:40:57,320 --> 00:41:00,340
+input الأول نفترض هي ال input الأول زي ما أخدنا
+
+512
+00:41:00,340 --> 00:41:05,260
+مثال توه بحسب مسافات الأقرب هي اللي بيكون للحق أنه
+
+513
+00:41:05,260 --> 00:41:14,060
+تجرب شوية طبعا بنسبة حسب الفرق و بمقدار ال alpha
+
+514
+00:41:14,060 --> 00:41:20,280
+فبتيجي بتجرب هنا وهديكي خلاص اتعدلت أصبحت هنا
+
+515
+00:41:20,280 --> 00:41:25,740
+مكانهاهي صار تعديل طيب input تانية ندخل ال input
+
+516
+00:41:25,740 --> 00:41:29,040
+اللي وراها لسه هذه iteration وراها لما تخلص كل
+
+517
+00:41:29,040 --> 00:41:31,820
+حالة بحالتها من ال input ستقول بيصير one epoch one
+
+518
+00:41:31,820 --> 00:41:35,900
+epoch كويس هفترض أنه هذه اللي دخلناها التانية لأ
+
+519
+00:41:35,900 --> 00:41:39,200
+هذه أجربلها فإذا هذه اللي بتتجرب تيجي قريب منها
+
+520
+00:41:39,200 --> 00:41:44,180
+عشان يصبح عند الجديد هذه واحدة و هذه واحدة بهذا
+
+521
+00:41:44,180 --> 00:41:48,880
+الشكل صاروا
+
+522
+00:41:48,880 --> 00:41:51,730
+الجداد هذه واحدة هنا و واحدة هنا جربواكل واحد
+
+523
+00:41:51,730 --> 00:41:55,450
+قاعدة بتجرب عشان نصل في الآخر بعد ما تخلص كل ال
+
+524
+00:41:55,450 --> 00:42:01,590
+iteration تبعك انه عندك حالتين حالة واحدة هنا
+
+525
+00:42:01,590 --> 00:42:09,750
+هتكون و حالة هنا هاي ال two classes تبعونك بحيث ان
+
+526
+00:42:09,750 --> 00:42:15,350
+هذه صنفة المجموعة هذه و هذه صنفة المجموعة هذه طيب
+
+527
+00:42:15,350 --> 00:42:19,250
+خلصناهيك خلصنا مرحلة ل training فى عملية ال test
+
+528
+00:42:19,250 --> 00:42:23,230
+إيش بنسويه عملية ال test بخزن بس القيمتين بتاع ال
+
+529
+00:42:23,230 --> 00:42:27,070
+V ال W لا أكثر ولا أقل بمعنى إن أنا خلص خلصت
+
+530
+00:42:27,070 --> 00:42:32,550
+التعلم هدول كلهم مش محتاجهم هدهم هدول كله انا ال
+
+531
+00:42:32,550 --> 00:42:37,020
+two classes او ال two inputsماكنتش .. كلهم مش
+
+532
+00:42:37,020 --> 00:42:41,560
+محتاج .. هدخل فقط w1 و w2 لا أكثر ولا أقل في عندي
+
+533
+00:42:41,560 --> 00:42:46,080
+w1 و w2 هدول تمثل ال classes الاقل لما بدخل input
+
+534
+00:42:46,080 --> 00:42:52,240
+من عندى ال input افرض اجه هنا نفترض input اجه هنا
+
+535
+00:42:52,240 --> 00:42:56,280
+بهذا الشكل ال input اللي بهذا الشكل بروح بحسب
+
+536
+00:42:56,280 --> 00:43:02,400
+مسافته بالنسبة ل w1 و ل w2مين الأقرب؟ هفترض أنه
+
+537
+00:43:02,400 --> 00:43:06,340
+هنا مثلا يعني عشان تكون بمجرد نظر أوضح لك نجربها
+
+538
+00:43:06,340 --> 00:43:10,220
+لوحد منهم طبعا بالنسبالي حاسوبه بيحسبها بال ..
+
+539
+00:43:10,220 --> 00:43:14,560
+بالظبط هنفترض أنه أقرب ل W2 فبيصنفها مع ال class
+
+540
+00:43:14,560 --> 00:43:17,480
+التاني أو مع ال cluster التاني فبيقولك أه هذه
+
+541
+00:43:17,480 --> 00:43:21,720
+تصنيف cluster رقم 2أو مع مجموعة ال inputs اللي
+
+542
+00:43:21,720 --> 00:43:25,940
+كانوا تحت هنا و اتصنفت خلاص هيصنفها و هكذا هدول
+
+543
+00:43:25,940 --> 00:43:29,360
+اللي بنغيرهمش في مرحلة ال test بتغيروا في مرحلة ال
+
+544
+00:43:29,360 --> 00:43:34,520
+training أما في ال test لأ بتغيروش ما بتغيروا تمام
+
+545
+00:43:34,520 --> 00:43:41,100
+هيك بنكون احنا خلصنا supervised و خلصنا ال
+
+546
+00:43:41,100 --> 00:43:43,980
+competitive الحقيقة فهذه الطريقة التانية كانت في
+
+547
+00:43:43,980 --> 00:43:48,250
+ال unsupervised learning خلصناسابقا ال supervised
+
+548
+00:43:48,250 --> 00:43:52,610
+و هيخلصنا ال unsupervised و بنكون أنهينا موضوعنا
+
+549
+00:43:52,610 --> 00:43:58,910
+لل neural network بشكل كاملالمفروض الموضوع القادم
+
+550
+00:43:58,910 --> 00:44:01,250
+اللي هيكون هنبدأ نشتغل عليه هو الـ Genetic
+
+551
+00:44:01,250 --> 00:44:04,330
+Algorithm وهذا طريقة إضافية طريقة جديدة تماما
+
+552
+00:44:04,330 --> 00:44:07,330
+أخدنا fuzzy و أخدنا neural network بشقيها
+
+553
+00:44:07,330 --> 00:44:09,950
+supervised and supervised المرة القادمة ان شاء
+
+554
+00:44:09,950 --> 00:44:13,590
+الله تعالى هناخد ال genetic algorithm ك technology
+
+555
+00:44:13,590 --> 00:44:17,270
+تالتة مختلفة تماما في آلية تفكيرها و في عملية ال
+
+556
+00:44:17,270 --> 00:44:21,290
+training بتاعتها و في فلسفتها الحقيقة فإلى لقاءنا
+
+557
+00:44:21,290 --> 00:44:23,650
+القادم ان شاء الله تعالى نترككم في رعاية الله سلام
+
+558
+00:44:23,650 --> 00:44:23,970
+عليكم
+
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/XbDPFSCF0Jw_postprocess.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/XbDPFSCF0Jw_postprocess.srt
new file mode 100644
index 0000000000000000000000000000000000000000..276a29f3032691563a919e4837b3d65ac7ff5127
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/XbDPFSCF0Jw_postprocess.srt
@@ -0,0 +1,2328 @@
+1
+00:00:04,890 --> 00:00:06,950
+باسم الله الرحمن الرحيم والصلاة والسلام علي أشرف
+
+2
+00:00:06,950 --> 00:00:09,490
+الأنبياء والمرسلين سيدنا محمد وعلى آله وصحبه
+
+3
+00:00:09,490 --> 00:00:12,770
+أجمعين نكمل في ال neural network أو ال artificial
+
+4
+00:00:12,770 --> 00:00:16,470
+neural network اللي بدأناها من تلت محاضرات سابقة
+
+5
+00:00:16,470 --> 00:00:21,690
+أو من الأسبوع الماضي ونكمل الآن في شق آخر أو في
+
+6
+00:00:21,690 --> 00:00:24,950
+category أخرى من ال categories الخاصة بال neural
+
+7
+00:00:24,950 --> 00:00:29,030
+network وهي ال unsupervised learning والفرق البسيط
+
+8
+00:00:29,030 --> 00:00:32,410
+بين ال supervised اللي أخدناها سابقا هو أن كان في
+
+9
+00:00:32,410 --> 00:00:36,850
+teacher أو كان في supervisorال teacher هذا هو اللي
+
+10
+00:00:36,850 --> 00:00:40,650
+بيكون عنده إيش ال output المطلوب ال desired output
+
+11
+00:00:40,650 --> 00:00:45,030
+بمعنى أنا بعطي input و ال output المكافئله أو ال
+
+12
+00:00:45,030 --> 00:00:49,870
+matching معاه ال associative المفروض معاه هو معروف
+
+13
+00:00:49,870 --> 00:00:54,150
+بمعنى أنا بعطي ال input و بدرب ال machine أو ال
+
+14
+00:00:54,150 --> 00:00:58,370
+neural network و بطلع ال output الحقيقي تبعها و في
+
+15
+00:00:58,370 --> 00:01:03,240
+عندي desiredبحاول من خلال الـ desired way الحقيقي
+
+16
+00:01:03,240 --> 00:01:06,960
+أو ال actual أجيب ال error و ال error هذا هو بيت
+
+17
+00:01:06,960 --> 00:01:10,260
+القصيدة هو هذا اللي كنا نستخدمه في عملية ال
+
+18
+00:01:10,260 --> 00:01:14,500
+updating ال updating لمين؟ ل ال weight ل ال
+
+19
+00:01:14,500 --> 00:01:17,600
+weights مجموعة ال weights هذه هي اللي تعتبر حقيقة
+
+20
+00:01:17,600 --> 00:01:21,100
+ال neural network هي الشبكة هي الشبكة هي الحاجة
+
+21
+00:01:21,100 --> 00:01:24,030
+الوحيدة اللي أنا محتاجها في الشبكةعشان بعد ذلك في
+
+22
+00:01:24,030 --> 00:01:28,690
+مرحلة ال test نعطي input نضربه في ال weights هذه
+
+23
+00:01:28,690 --> 00:01:31,690
+ال weights بتاعة الشبكة عشان ناخد ال output و اللي
+
+24
+00:01:31,690 --> 00:01:34,810
+منقدر ناخد منه decision خلاص قرر قرر أما في ال
+
+25
+00:01:34,810 --> 00:01:37,690
+unsupervised و اللي هو موضوعنا لهذا اليوم فأنا
+
+26
+00:01:37,690 --> 00:01:42,290
+فعليا ما بعرفش إيش ال output الشبكة عندها input بس
+
+27
+00:01:42,290 --> 00:01:47,430
+و هي من خلال ال input بس بتتحاول تحاول تعمل
+
+28
+00:01:47,430 --> 00:01:51,750
+training training لإيش؟الحقيقة training ل ال
+
+29
+00:01:51,750 --> 00:01:55,770
+attributes المتشابهة مع بعض بحيث أنه كل مجموعة
+
+30
+00:01:55,770 --> 00:01:59,550
+inputs يكاد يكونوا إقراب من بعض في ال
+
+31
+00:01:59,550 --> 00:02:02,070
+characteristics تبعتهم في ال attributes بتاعتهم
+
+32
+00:02:02,070 --> 00:02:06,690
+بتحطهم كأنهم class لحالهم لكن مش عارفة هو ال class
+
+33
+00:02:06,690 --> 00:02:10,810
+ده إيش بالظبط المهم أن هي بتعملهم class لحالهم طيب
+
+34
+00:02:10,810 --> 00:02:14,310
+بظل التحدي في هذا النوع من أنواع ال learning هو
+
+35
+00:02:14,310 --> 00:02:18,550
+أنه جديش عدد ال classes أساساهذه احنا عادة بدها
+
+36
+00:02:18,550 --> 00:02:22,090
+تكون given عندنا لو مش معطية الحقيقة الموضوع بيكون
+
+37
+00:02:22,090 --> 00:02:26,610
+كتير أصعب بتكون فيه إشكالية الحقيقة في فكرة أنه
+
+38
+00:02:26,610 --> 00:02:32,390
+أعرف بالظبط ال database أو ال dimension data تبعتي
+
+39
+00:02:32,390 --> 00:02:38,150
+جدش لازم يكون عدد ال classes تبعه منهابكل بساطة
+
+40
+00:02:38,150 --> 00:02:41,210
+اللي بدنا نعمله هدخل مجموعة ال input ومجموعة ال
+
+41
+00:02:41,210 --> 00:02:45,910
+input هذه بتدخل ل neural network تحاول تقيس ال
+
+42
+00:02:45,910 --> 00:02:49,310
+attributes تبعتها و ال attributes هذه هي اللي
+
+43
+00:02:49,310 --> 00:02:54,470
+هتفرج تعمل عملية matching او similarity نشوف وين
+
+44
+00:02:54,470 --> 00:02:57,650
+في similarity و وين في dissimilarity بنقدر بناء
+
+45
+00:02:57,650 --> 00:03:04,270
+عليها نحدد جداش ال group هذا او ال clusterال
+
+46
+00:03:04,270 --> 00:03:08,070
+cluster اللي هو إجروب من ال features أو إجروب من
+
+47
+00:03:08,070 --> 00:03:11,190
+ال inputs بقدر أقول إن هدولة class واحد cluster
+
+48
+00:03:11,190 --> 00:03:15,710
+واحد cluster واحد أو عنقود واحد فهم ينتموا لنفس ال
+
+49
+00:03:15,710 --> 00:03:18,930
+category فمن خلال موضوع نلاقي ال unsupervised
+
+50
+00:03:18,930 --> 00:03:22,030
+learning وهين عرفنا إيش الاختلاف بينه وبين ال
+
+51
+00:03:22,030 --> 00:03:25,090
+supervised هنتكلم introduction هنتكلم عن ال hepian
+
+52
+00:03:25,090 --> 00:03:29,230
+learning وهذا هوأول واحد فكر في هذا الموضوع اللي
+
+53
+00:03:29,230 --> 00:03:32,930
+هو Donald Hiep، هنتكلم عنه، ثم هنعمل generalizing
+
+54
+00:03:32,930 --> 00:03:37,250
+أو لهيبيان learning algorithm، ال algorithm اللي
+
+55
+00:03:37,250 --> 00:03:40,610
+استخدمه Hiep أو Donald Hiep، بدنا نشوف كيف ممكن
+
+56
+00:03:40,610 --> 00:03:44,010
+نعمله generalization بحيث أنه يكون قادر أنه يشتغل
+
+57
+00:03:44,010 --> 00:03:48,870
+بشكل كامل على معظم أو عدة تطبيقات أخرى، بعدين
+
+58
+00:03:48,870 --> 00:03:53,720
+هنروح ل competitivelearning أو التعلم التنافسي ثم
+
+59
+00:03:53,720 --> 00:03:58,100
+ال self-organizing computational map أو ال SOM
+
+60
+00:03:58,100 --> 00:04:02,760
+اختصارا self-organizing map اللي هي واحدة من أنواع
+
+61
+00:04:02,760 --> 00:04:08,410
+او الشكل تبع ال competitive learningهنتكلم عنها ثم
+
+62
+00:04:08,410 --> 00:04:12,710
+نجمل موضوعنا و نكون بذلك يعني تحدثنا عن ال
+
+63
+00:04:12,710 --> 00:04:16,950
+unsupervised learning فال supervised زي ما قولنا
+
+64
+00:04:16,950 --> 00:04:20,690
+سابقا بقدر أسميه supervised أو active learning أو
+
+65
+00:04:20,690 --> 00:04:22,610
+active learning و هذا هو اللي احنا أشتغلنا عليه
+
+66
+00:04:22,610 --> 00:04:25,930
+سابقا لكن في المقابل في نوع آخر هو ال unsupervised
+
+67
+00:04:25,930 --> 00:04:30,500
+اللي احنا الآن بصدده اللي احنا الآنبصددوا طيب في
+
+68
+00:04:30,500 --> 00:04:33,940
+المقابل بالنسبة ل ال supervised يوجد ال
+
+69
+00:04:33,940 --> 00:04:37,180
+unsupervised او ال self-organized learning بمعنى
+
+70
+00:04:37,180 --> 00:04:43,500
+التعلم الذاتي ان مافيش مدرس هو في شواهدجدام أو
+
+71
+00:04:43,500 --> 00:04:47,600
+observations جدام ال neural network جدام هذه ال
+
+72
+00:04:47,600 --> 00:04:50,920
+machine و هي بدأت حاول من خلال ال observation هذه
+
+73
+00:04:50,920 --> 00:04:55,160
+أو مجموعة ال inputs دولة تلاحظهم و تحاول تجيب جديش
+
+74
+00:04:55,160 --> 00:04:58,780
+هم العناصر متقاربة مع بعض أو متباعدة مع بعض بحيث
+
+75
+00:04:58,780 --> 00:05:02,340
+ان المتقاربين مع بعض تعملهم clustering او تفترضوا
+
+76
+00:05:02,340 --> 00:05:08,080
+ان هم classخاص بحث ذاتهم و ال other data اللي هم
+
+77
+00:05:08,080 --> 00:05:11,240
+برضه متشابكين مع بعض أو مترابطين مع بعض في
+
+78
+00:05:11,240 --> 00:05:14,360
+association between them بقدر اقول عنهم ال cluster
+
+79
+00:05:14,360 --> 00:05:18,640
+تاني بس بشرط انه يكونوا نسبيا ال data تعون هدوله
+
+80
+00:05:18,640 --> 00:05:23,340
+شوية بعاد او في dissimilarity عن ال class التاني
+
+81
+00:05:23,340 --> 00:05:28,990
+فهذه هي الفكرة او كيف ممكنيتم عملية ال training أو
+
+82
+00:05:28,990 --> 00:05:32,650
+المنهجية اللى ممكن تشتغل على ال similarity على ال
+
+83
+00:05:32,650 --> 00:05:36,290
+similarity بشكل أساسي طيب فال unsupervised الحقيقة
+
+84
+00:05:36,290 --> 00:05:40,930
+هي يعني مبنية بشكل أساسي على ال neurological
+
+85
+00:05:40,930 --> 00:05:48,850
+organization of the brain أو اللي هي العملية
+
+86
+00:05:48,850 --> 00:05:52,210
+الترتيب الدماغي فعليا في الخلايا العصبية الدماغية
+
+87
+00:05:52,210 --> 00:05:56,640
+هيكبيفترضوا العلماء أنه بيشتغل الدماغ وبينما على
+
+88
+00:05:56,640 --> 00:06:00,920
+ذلك إجت الفكرة ل Donald Hebb زي ما هناخد لاحقا
+
+89
+00:06:00,920 --> 00:06:05,340
+الشخص اللي طلع لنا بأول فكرة لهذا النوع من أنواع
+
+90
+00:06:05,340 --> 00:06:07,720
+ال learning من أنواع ال learning طيب ال
+
+91
+00:06:07,720 --> 00:06:11,380
+unsupervised learning algorithms aims أو aim to
+
+92
+00:06:11,380 --> 00:06:15,960
+learn repeatedlyand can be used in real-time هذه
+
+93
+00:06:15,960 --> 00:06:19,360
+كتير الحقيقة ممكن تستخدم بشكل سريع أو تتعلم بشكل
+
+94
+00:06:19,360 --> 00:06:22,500
+سريع و هنشوف لكيف تتعلم بشكل سريع طبعا من خلال ال
+
+95
+00:06:22,500 --> 00:06:27,260
+algorithm تبعها و يمكن استخدامها في ال real-time
+
+96
+00:06:27,260 --> 00:06:31,060
+أو في ال time الواقعي في التطبيقات الواقعية زي ما
+
+97
+00:06:31,060 --> 00:06:34,560
+قلنا في ال 49 دونالد هيب كان هو أول واحد اقترح هذه
+
+98
+00:06:34,560 --> 00:06:37,860
+الفكرة من ال biological learning من عملية التعلم
+
+99
+00:06:37,860 --> 00:06:43,650
+البيولوجي فعليا للدماغو حاول على اعتباره ان هو له
+
+100
+00:06:43,650 --> 00:06:47,970
+علاقة بعلم النفس او بالطب النفسي فهو biological
+
+101
+00:06:47,970 --> 00:06:52,330
+اكتر من engineering الحقيقة لكن طلعنا هذه القانون
+
+102
+00:06:52,330 --> 00:06:55,990
+او قانون معين القانون المعين هذا احنا لاحقا او
+
+103
+00:06:55,990 --> 00:07:00,750
+المهندسين لاحقا و العلميين لاحقا ترجموه لمعادلات
+
+104
+00:07:00,750 --> 00:07:03,810
+رياضية لو انا اتكلم عن ال AI الحقيقة هو هندسة على
+
+105
+00:07:03,810 --> 00:07:08,590
+الرياضياتالاتنين اشتغلوا في بعض وإن كانت مقدماتها
+
+106
+00:07:08,590 --> 00:07:12,510
+كانت رياضيات أكتر Mathematics فدونالد هيب بالحقيقة
+
+107
+00:07:12,510 --> 00:07:16,830
+كل الفكرة تبعته أو النظرية اللي بناء عليها بدأت كل
+
+108
+00:07:16,830 --> 00:07:19,450
+هذه .. كل هذا الشغل في ال unsupervised كان بيقول
+
+109
+00:07:19,450 --> 00:07:25,850
+انه if neuron I is near enough to excite neuron J
+
+110
+00:07:25,850 --> 00:07:31,310
+and repeatedly بمعنى ان لو عندني نيرون أولى خلينا
+
+111
+00:07:31,310 --> 00:07:37,470
+نسميها I نيرون تانية نسميهاJ بقدر أقول and
+
+112
+00:07:37,470 --> 00:07:42,950
+repeatedly participates in its activation إذا كان
+
+113
+00:07:42,950 --> 00:07:48,750
+والله وجدنا إن ال activation بتاعة I و J هم دائما
+
+114
+00:07:48,750 --> 00:07:56,220
+متساويتين بمعنى كل ما كانت هذه I هيhigh حلاجة j
+
+115
+00:07:56,220 --> 00:08:00,180
+high برضه كل ما كانت هذه low هذه حلاجيها low بمعنى
+
+116
+00:08:00,180 --> 00:08:07,780
+انه دائما I و J متشابهات فبقدر اقول انه اذا I فعلا
+
+117
+00:08:07,780 --> 00:08:13,820
+قريبة بشكل كافي ان هي دائما تعمل excitation ل j كل
+
+118
+00:08:13,820 --> 00:08:17,720
+ما كانت هي excited بمعنى كل ما كانت هي مخدة
+
+119
+00:08:17,720 --> 00:08:22,780
+activation عاليةبنجد ان ال j برضه ماخدة activation
+
+120
+00:08:22,780 --> 00:08:26,960
+عالية فبنقدر نقول ان هي مشتركين في ال activation
+
+121
+00:08:26,960 --> 00:08:30,940
+بتاعتهم ف ال synaptic connection between these two
+
+122
+00:08:30,940 --> 00:08:34,420
+او them فإذا ال connection between them اللي هي
+
+123
+00:08:34,420 --> 00:08:41,740
+سمنها ال synaptic connectionزي ال .. ما اتكلمنا في
+
+124
+00:08:41,740 --> 00:08:45,020
+ال biological anatomy المرة السابقة .. المرات
+
+125
+00:08:45,020 --> 00:08:48,660
+السابقة فبنقدر نقول ان في الحالة هذه العلاقة بينهم
+
+126
+00:08:48,660 --> 00:08:54,960
+بقدر اقول بين ال two هي strong فبقدر اعليها اقويها
+
+127
+00:08:54,960 --> 00:08:59,320
+ليش؟ لأن في ال observations تبعتنا وجدنا ان كل ما
+
+128
+00:08:59,320 --> 00:09:06,830
+I high J معها high معنا ذلك انهبدي افهم انه دائما
+
+129
+00:09:06,830 --> 00:09:10,890
+الاتنين هدوله اقرب enough انه واحدة منهم excited
+
+130
+00:09:10,890 --> 00:09:14,870
+معناته التانية بده يصيرلها excitation التانية بده
+
+131
+00:09:14,870 --> 00:09:17,810
+يصيرلها excitation او تتفعل كل ما واحدة منهم
+
+132
+00:09:17,810 --> 00:09:19,970
+بتفعلت التانية هتتفعل معناه ذلك ان ال connection
+
+133
+00:09:19,970 --> 00:09:23,670
+between them high عشان اضمن انه لو هذه صارلها
+
+134
+00:09:23,670 --> 00:09:27,690
+excitation لاحقا اكيد j بده يصيرلها excitation
+
+135
+00:09:27,690 --> 00:09:33,830
+فهذه ارتباط حقيقةهذا الكلام بسميه الارتباط واحدة
+
+136
+00:09:33,830 --> 00:09:38,430
+بتعمل ال excitation للتانية فبكونوا مرتبطين ففي
+
+137
+00:09:38,430 --> 00:09:42,530
+علاقة بينهم و العلاقة هذه بتقوى كل ما فعلا
+
+138
+00:09:42,530 --> 00:09:47,510
+المشاهدة هذه بلاحظها بتصير باستمرار طيب ايش علاقة
+
+139
+00:09:47,510 --> 00:09:51,890
+hip في نظرية زي هذه؟في هيكي موضوع انه والله يقولنا
+
+140
+00:09:51,890 --> 00:09:54,330
+في الآخر معناته ان الـ J ال sensitivity بتاعتها
+
+141
+00:09:54,330 --> 00:10:01,170
+عالية ل ال stimuli from neuron I ل ال excitation
+
+142
+00:10:01,170 --> 00:10:04,850
+اللي اجت من I بكل بساطة هم كانوا في الزمانات
+
+143
+00:10:04,850 --> 00:10:08,030
+بيعملوا كتير تجارب الحقيقة على الحيوانات و منها
+
+144
+00:10:08,030 --> 00:10:12,910
+سلوك الحيوانات فلو افترضنا ان في عندك كلب و الكلب
+
+145
+00:10:12,910 --> 00:10:20,270
+هذا بتعطيك طعام مع قرع ال bell او مع الجرسفكل ما
+
+146
+00:10:20,270 --> 00:10:24,030
+بتجيبله الطعام بتقرا الجرس فهو على طول مباشرة بيجي
+
+147
+00:10:24,030 --> 00:10:28,790
+للطعام طيب بعد ذلك بصير في علاقة بين ال
+
+148
+00:10:28,790 --> 00:10:32,450
+observations هيك بتقول انه بين الطعام ال food و ال
+
+149
+00:10:32,450 --> 00:10:38,190
+bell او الجرس فمعنى ذلك انه لو اي واحد مسك الجرس و
+
+150
+00:10:38,190 --> 00:10:42,550
+خبط الجرس هيجي الكلب مباشرة ليش لأنه صار عنده
+
+151
+00:10:42,550 --> 00:10:46,150
+ارتباط وثيق بين ال two observations او ال two
+
+152
+00:10:46,150 --> 00:10:52,230
+objects هدولةبين ال bell مادام فيه صوت للجرس
+
+153
+00:10:52,230 --> 00:10:56,910
+معناته أكيد فيه food فبنقدر نتعامل أو خلّيني أقول
+
+154
+00:10:56,910 --> 00:11:02,930
+هذا هو السبب اللي صغلنا هذه النظرية بشكل أساسيطيب،
+
+155
+00:11:02,930 --> 00:11:07,050
+نحولها لكلام رياضي شوية ممكن نفهمه أو ممكن نتعامل
+
+156
+00:11:07,050 --> 00:11:10,750
+معاه بحيث أنه نستخدمه مهندسيا، بشكل مهندسي If two
+
+157
+00:11:10,750 --> 00:11:14,270
+neurons on either side of a connection are
+
+158
+00:11:14,270 --> 00:11:18,650
+activated synchronously، Synchronously بمعنى بشكل
+
+159
+00:11:18,650 --> 00:11:23,330
+متزامن Synchronously، الاتنين بيطلعوا مع بعض،
+
+160
+00:11:23,330 --> 00:11:26,810
+الاتنين بنزلوا مع بعض، كويس؟ هم الطرفين هاي اللي
+
+161
+00:11:26,810 --> 00:11:32,230
+بتاعون ال connectionال two sides هدولة بيصيرولكم
+
+162
+00:11:32,230 --> 00:11:36,650
+بشكل asynchronously activation فإذا ال weight
+
+163
+00:11:36,650 --> 00:11:42,430
+between them إيش لازم يصيرلها increased لازم تكون
+
+164
+00:11:42,430 --> 00:11:46,170
+ازدادت لازم تكون صار فيها زيادة بدل ما هدا بطلع و
+
+165
+00:11:46,170 --> 00:11:49,610
+هدا بطلع معناته في ارتباط فال weight اللي between
+
+166
+00:11:49,610 --> 00:11:52,750
+them هد اللي احنا بنتكلم عنها انه بدها تزيد هي
+
+167
+00:11:52,750 --> 00:11:56,710
+الحقيقة تعبر عن جداش قيمة الارتباط بينال two
+
+168
+00:11:56,710 --> 00:11:59,490
+neurons هدولة بين ال two neurons طبعا العكس صحيح
+
+169
+00:11:59,490 --> 00:12:06,610
+إذا كان ال neurons on either side of a connection
+
+170
+00:12:06,610 --> 00:12:09,850
+are activated asynchronously asynchronously بمعنى
+
+171
+00:12:09,850 --> 00:12:13,450
+بغير متزامن هد ممكن تزيد لحالها و هد بتنزل لحالها
+
+172
+00:12:13,450 --> 00:12:16,250
+و هد بتطلع لحالها هد بتنزل لحالها مافيش اي ارتباط
+
+173
+00:12:16,250 --> 00:12:18,690
+between them فمعنى ذلك ان ال connection between
+
+174
+00:12:18,690 --> 00:12:22,340
+them هو مش عالية ليش لأنه مافيش ارتباط بينهمهذه
+
+175
+00:12:22,340 --> 00:12:25,780
+بتزيد لحالها و هذه ممكن تكون low هذه ممكن تصير
+
+176
+00:12:25,780 --> 00:12:29,560
+high وهذه تنزل low ففيش ارتباط قد يحدث صدفة ان
+
+177
+00:12:29,560 --> 00:12:33,520
+الاتنين طلعوا مع بعض high لكن مش دائما مش دائما
+
+178
+00:12:33,520 --> 00:12:37,180
+فما بقدر اقول انه في ارتباط او association between
+
+179
+00:12:37,180 --> 00:12:40,660
+them مدينة مافيش association between them فدلتا ال
+
+180
+00:12:40,660 --> 00:12:46,940
+W هذه المفروض انهاتبدأ تجلب لأن مافيش ارتباط حقيقة
+
+181
+00:12:46,940 --> 00:12:51,140
+مافيش ارتباط تمام فهب صغلنا إياها هذه الفكرة
+
+182
+00:12:51,140 --> 00:12:57,980
+وسماها الظاهرة اللي ممكن تحدث .. تحدث داخل ال ..
+
+183
+00:12:57,980 --> 00:13:03,840
+ال neural network بحيث أنه نقدر نستفيد منهاهنجد
+
+184
+00:13:03,840 --> 00:13:07,740
+مثلا هذا for example مثال لو في عندي neural
+
+185
+00:13:07,740 --> 00:13:11,960
+network بهذا الشكل هاجد انه دائما for example طبعا
+
+186
+00:13:11,960 --> 00:13:15,920
+طبعا الأمثلة لاحقا هتوضحلنا الكلام اكتر لكن لو
+
+187
+00:13:15,920 --> 00:13:18,700
+افترضنا انه فعلا ال layer الأولى ال input الأول
+
+188
+00:13:18,700 --> 00:13:24,230
+وال layer التانية كل ما كانتالـ neuron هادي عالية،
+
+189
+00:13:24,230 --> 00:13:27,290
+هنجد أن الـ neuron هادي في المقابل بتصير عالية، كل
+
+190
+00:13:27,290 --> 00:13:30,610
+ما كانت هادي عالية، هادي أصبحت عالية، شوية شوية ل
+
+191
+00:13:30,610 --> 00:13:34,350
+training إيش بيعمل؟ ل training كل اللي بيعملوا إنه
+
+192
+00:13:34,350 --> 00:13:38,270
+إذا فعلا شوفلي معادلة، شوفلي طريقة، شوفلي آلية،
+
+193
+00:13:38,270 --> 00:13:41,570
+formula، إنه إذا فعلا هادي high و هادي high، هادي
+
+194
+00:13:41,570 --> 00:13:43,810
+low و هادي low، بمعنى مرتبطين دايما، activation
+
+195
+00:13:43,810 --> 00:13:47,230
+بتصير لهم مع بعض، الأصل إنه ال connection between
+
+196
+00:13:47,230 --> 00:13:53,540
+them انزودهابمعنى ان الـ W بينهم المفروض اننا نقوي
+
+197
+00:13:53,540 --> 00:13:57,500
+الرابط تبعها، نقوي قيمتها، الـ Gain تبعها، فهذا
+
+198
+00:13:57,500 --> 00:14:02,040
+بشكل أساسي، طب كيف بقدر أجوي الـ Gain بتاعتها عشان
+
+199
+00:14:02,040 --> 00:14:06,360
+أقول والله أنا محتاج فعلا الـ Delta W هذه، قمت ال
+
+200
+00:14:06,360 --> 00:14:12,120
+Delta W، هاي W، فإذن قيمة Delta Wهي جدّاش معدّل
+
+201
+00:14:12,120 --> 00:14:15,300
+الزيادة أو النقصان الحقيقة زيادة أو نقصان جدّاش
+
+202
+00:14:15,300 --> 00:14:20,660
+المعدّل المفروض Delta Wi و J بين I و J طبعا اتفقنا
+
+203
+00:14:20,660 --> 00:14:25,120
+ال P هذا اللي هيالـ iteration فانا في ال iteration
+
+204
+00:14:25,120 --> 00:14:31,060
+number الأولى مثلا أو في الدورة أو الدورة الأولى
+
+205
+00:14:31,060 --> 00:14:33,140
+الدورة التانية الدورة التالتة في ال iteration رقم
+
+206
+00:14:33,140 --> 00:14:36,520
+واحد اتنين تلاتة اربعة and so on هذه ال P اللي هي
+
+207
+00:14:36,520 --> 00:14:39,360
+رقم ال iteration هذه المفروض انها تكون معتمدة على
+
+208
+00:14:39,360 --> 00:14:47,700
+function تربط Yب X الشيء Y هي قيمة الـ J اللي هي
+
+209
+00:14:47,700 --> 00:14:56,780
+قيمة ال node J و X هي قيمة ال node I طيب بحيث أنه
+
+210
+00:14:56,780 --> 00:15:01,360
+فعلا العلاقة بينهم توضح لنا هل هم مرتبطين بعض أو
+
+211
+00:15:01,360 --> 00:15:06,480
+لأ هم مرتبطين بعض بالوقت كيف؟ بدنا شيء أنه لو هذه
+
+212
+00:15:06,480 --> 00:15:12,780
+زادتو هذه في نفس الوقت زادت الاصل انه اجوي او اكبر
+
+213
+00:15:12,780 --> 00:15:17,640
+delta w و لو فش ارتباط بينهم بمعنى هذه زادت هذه
+
+214
+00:15:17,640 --> 00:15:22,720
+نقصت هذه نقصت هذه زادت ال delta w اتجلد ال delta w
+
+215
+00:15:22,720 --> 00:15:26,500
+اتجلد فإيش ال function اللي بتربطلي ال two
+
+216
+00:15:26,500 --> 00:15:30,780
+parameters هدول مع بعض بحيث انها تعطيني هذه الفكرة
+
+217
+00:15:30,780 --> 00:15:34,620
+ان اضربهم في بعضإننا نضربهم في بعض بمعنى إنه إذا
+
+218
+00:15:34,620 --> 00:15:40,500
+كان والله الإتنين بزيده فضربهم بزيد ضربهم بزيد إذا
+
+219
+00:15:40,500 --> 00:15:45,940
+واحدة منهم قليلة واحنا عارفين إنه قيمة W قيمها
+
+220
+00:15:45,940 --> 00:15:49,000
+بناخدها عادة من صفر لواحد فهي fractions في النهاية
+
+221
+00:15:49,000 --> 00:15:55,960
+فإذا قلت العلاقة واحد منهم فالأصل إنه Delta W بتجل
+
+222
+00:15:55,960 --> 00:16:01,670
+تبدأ تجلكويس طبعا في الآخر هنعملهم عملية ضرب عادية
+
+223
+00:16:01,670 --> 00:16:04,930
+multiplication على اعتبار انه هذا أبسط طريقة انه
+
+224
+00:16:04,930 --> 00:16:11,730
+فعلا لو الاتنين بيزيدوا مع بعض نجيب term كبير خلاص
+
+225
+00:16:11,730 --> 00:16:14,770
+بدربهم ضرب في بعض و بنضربهم في الآخر كمان في مين
+
+226
+00:16:14,770 --> 00:16:17,510
+في alpha اللي اتكلمنا عنها سابقا و اللي هي ال
+
+227
+00:16:17,510 --> 00:16:21,450
+learning rate parameter و بنقدر نقول ان هذه ال
+
+228
+00:16:21,450 --> 00:16:24,430
+equation بتسميها ال activity product rule activity
+
+229
+00:16:24,430 --> 00:16:28,740
+product rule اللي هي عملية الضرب عمليةإيه الدرب؟
+
+230
+00:16:28,740 --> 00:16:36,000
+تمام، الآن ال two terms هدولة اتفقنا إنه لو
+
+231
+00:16:36,000 --> 00:16:42,480
+اكتعليين لل two neurons عليين، ضربهم بزيد، بزيد،
+
+232
+00:16:42,480 --> 00:16:48,120
+بزيد، طب لأمتى؟ طيبكمان مشكلة تانية، نفترض إن واحد
+
+233
+00:16:48,120 --> 00:16:52,540
+منهم أقل من التاني، واحد عالي وواحد منخفض، تمام،
+
+234
+00:16:52,540 --> 00:16:56,520
+ضربناهم، القيمة منخفضة، صحيح، Delta W هتكون أقل من
+
+235
+00:16:56,520 --> 00:16:59,000
+لو الأثنين العالين، لكن في النهاية هو term
+
+236
+00:16:59,000 --> 00:17:04,480
+positiveفإذن iteration ورا التانية ورا التالتة ورا
+
+237
+00:17:04,480 --> 00:17:08,300
+الرابع إيش بزير؟ بتزيد جاعة ال term ال term جاعة
+
+238
+00:17:08,300 --> 00:17:11,520
+بزيد بزيد بزيد بزيد هدلته infinity إذا طول ما أنت
+
+239
+00:17:11,520 --> 00:17:14,760
+جاعة بتعمل iterations إضافية هتزود قيمة ال delta
+
+240
+00:17:14,760 --> 00:17:19,180
+لبلاء إمتى؟ عشانك محتاجين control على هذا الموضوع
+
+241
+00:17:19,180 --> 00:17:24,500
+محتاجين نعمل control على الزيادة المضطردة هذه طيب
+
+242
+00:17:24,500 --> 00:17:28,080
+عشان نعمل ال control الحقيقةمحتاجين حاجة اسمها
+
+243
+00:17:28,080 --> 00:17:33,420
+forgetting factor اللي هي معامل النسيان انا مش من
+
+244
+00:17:33,420 --> 00:17:38,780
+الصح اني دايما اضلني بس الذاكرة انه والله او احفظ
+
+245
+00:17:38,780 --> 00:17:42,700
+انه الاتنين زيادة مع بعض بزيدوا مع بعض معناته زود
+
+246
+00:17:42,700 --> 00:17:47,960
+فهذا ال term لحاله هيك هذا ال term تبعت ال product
+
+247
+00:17:47,960 --> 00:17:56,120
+rule ال product rule اللي هو alpha yj في xjكويس
+
+248
+00:17:56,120 --> 00:17:59,280
+هذا اللي احنا اتكلمنا عنه سابقا وقلنا اه مفيد لأنه
+
+249
+00:17:59,280 --> 00:18:06,130
+هيوضح ليه إذا كانت ال Y و X عالينفمعنى ذلك أن ال
+
+250
+00:18:06,130 --> 00:18:09,470
+term بدو يزيد ممتاز تمام بس ماقدرش أقول زي ما قلنا
+
+251
+00:18:09,470 --> 00:18:14,530
+to infinity في حاجة اسمها معامل نسيان الأصل أنه
+
+252
+00:18:14,530 --> 00:18:18,970
+إذا كان واحد منهم قليل الأصل أنه أجلل الموضوع
+
+253
+00:18:18,970 --> 00:18:23,010
+معايا فإذا نقدر نقول أنه هنضيف term تاني ال term
+
+254
+00:18:23,010 --> 00:18:26,610
+التاني هو ال forgetting factor هو ال forgetting
+
+255
+00:18:26,610 --> 00:18:32,240
+factor مضروف في في و اللي هي تمثل ال factor هذاهذه
+
+256
+00:18:32,240 --> 00:18:37,780
+مضروبة في term Y في W بمعنى
+
+257
+00:18:37,780 --> 00:18:42,820
+إنه قيمة ال Y عالية أو منخفضة مضروبة في قيمة ال W
+
+258
+00:18:42,820 --> 00:18:49,320
+في قيمة W لو ال W قليلة فالأصل إنه نطرح term قليل
+
+259
+00:18:49,320 --> 00:18:54,920
+لكن حنلاحظ شغل كتير مهمة إنه iteration ورا التانية
+
+260
+00:18:54,920 --> 00:19:02,400
+إذا W بتزيد ال W جاهدة بتزيد كويس هيهاواحدة ورا
+
+261
+00:19:02,400 --> 00:19:07,260
+التانية قاعدة بتزيد Y بتزيد فالاصل ان ال term هذا
+
+262
+00:19:07,260 --> 00:19:11,720
+هيك بيخفف شوية من الزيادة بيحد من الزيادة بيحد من
+
+263
+00:19:11,720 --> 00:19:18,240
+الزيادة امتى؟ لما Y و X زادوا لدرجة انه خلاص
+
+264
+00:19:18,240 --> 00:19:23,060
+هيعدوا ال limits بتاعة القيم المقبولة ل W ل W
+
+265
+00:19:23,060 --> 00:19:26,760
+فكأنها صارت exponential زادت زادت زادت بعدين خلاص
+
+266
+00:19:26,760 --> 00:19:29,900
+بقت زيادة بتصير خفيفة لأنه كل حاجة بتزيد عالي انا
+
+267
+00:19:29,900 --> 00:19:33,130
+بنقرح منها عاليال term هذا بده يصير بده ينطرح ال
+
+268
+00:19:33,130 --> 00:19:38,470
+term عالي بصير لإن Y مضروبة في ال W و W زادت و W
+
+269
+00:19:38,470 --> 00:19:44,170
+بتزيد طيب كل ما كانت منخفضة هنا منخفضة معنى ذلك
+
+270
+00:19:44,170 --> 00:19:48,610
+إنه لأ محتاج أزود فال term ال negative بصير أقل
+
+271
+00:19:48,610 --> 00:19:51,290
+بصير أقل هذا الكلام إنتر إذا كانوا الإتنين
+
+272
+00:19:51,290 --> 00:19:55,890
+positive الإتنين positive لكن .. لكن إذا كان delta
+
+273
+00:19:55,890 --> 00:20:02,930
+W .. W عالية و مافيش ارتباط بين Y و XY و X مافيش
+
+274
+00:20:02,930 --> 00:20:06,650
+الارتباط بينهم فإذا واحد منهم منخفض في واحد منهم
+
+275
+00:20:06,650 --> 00:20:12,210
+منخفض أكيد المنخفض هدا إذا كانت Y فمعنى ذلك أن ال
+
+276
+00:20:12,210 --> 00:20:18,640
+term هدا هينخفض ال term الأول هينزلهينزل كويسة
+
+277
+00:20:18,640 --> 00:20:23,460
+مدام نزل معناه ذلك انه و delta و w هذه عالية نفترض
+
+278
+00:20:23,460 --> 00:20:27,540
+initialي بدأت عالية فإذا ال term هذا أقل من ال
+
+279
+00:20:27,540 --> 00:20:30,960
+term التاني معناه ذلك انه delta بال negative فبصير
+
+280
+00:20:30,960 --> 00:20:35,000
+بجلل في ال delta في ال w بتصير نجلل هيك في قيمة w
+
+281
+00:20:35,000 --> 00:20:38,560
+لأن ال delta بال negative لما أروح أجمعها مع ال w
+
+282
+00:20:38,560 --> 00:20:46,230
+نفسها هتجل قيمة w هتجل قيمة w تمامفي الآخر لو كانت
+
+283
+00:20:46,230 --> 00:20:51,470
+X هي المنخفضة و Y عالية X منخفضة فمعناه ذلك أنه
+
+284
+00:20:51,470 --> 00:20:54,270
+برضه ال term هذا هيكون أقل بكتير من ال term التاني
+
+285
+00:20:54,270 --> 00:21:03,610
+وهذا هيؤدى أنه delta W بتجل أو بال negative بال
+
+286
+00:21:03,610 --> 00:21:07,010
+negative لأن ال term التاني أكبر بصيرterm التاني
+
+287
+00:21:07,010 --> 00:21:11,130
+بيصبح أكبر فهنا الحقيقة المعادلة هذه اقدرنا نقول
+
+288
+00:21:11,130 --> 00:21:15,510
+انه اعملنا limitation لمعدل الزيادة اعملنا
+
+289
+00:21:15,510 --> 00:21:18,850
+limitation وهذه من الأشياء المهمة جدا ضروري جدا زي
+
+290
+00:21:18,850 --> 00:21:23,050
+ما في ال memory فيه برضه ال forgetting زي ما في
+
+291
+00:21:23,050 --> 00:21:27,390
+الذاكرة او الاستذكار او التذكر فيه برضه النسيان
+
+292
+00:21:27,390 --> 00:21:30,910
+والاتنين الحقيقة مهمين الذاكرة ان انا دلني متذاكر
+
+293
+00:21:30,910 --> 00:21:36,410
+كل شيء هذا مش حقيقة صحي كتيرحتى بين البشر، كتير
+
+294
+00:21:36,410 --> 00:21:41,050
+كويس إن يكون فيه معامل نسيان بالحقيقة طيب بالنسبة
+
+295
+00:21:41,050 --> 00:21:44,950
+لـ Phi الحقيقة ال forgetting factor هذه بنقدر نقول
+
+296
+00:21:44,950 --> 00:21:49,130
+إن هي قيمة بين الصفر والواحد زيها زي ال alpha ال
+
+297
+00:21:49,130 --> 00:21:51,310
+alpha برضه ال learning rate أخدناها من المحاضرات
+
+298
+00:21:51,310 --> 00:21:55,590
+السابقة برضه كنا دايما بنقول إن هي typically 0.1
+
+299
+00:21:56,380 --> 00:22:00,480
+كانت 0.1 فهنا برضه typical بهذا الشكل لكن بدنا
+
+300
+00:22:00,480 --> 00:22:05,260
+نقول إنه في ممكن يكون في نسبة بينهم نقول إنه في
+
+301
+00:22:05,260 --> 00:22:09,440
+بينهم نسبة واحد أكبر من التاني خمس أضعاف عادة يعني
+
+302
+00:22:09,440 --> 00:22:14,280
+التجربة هيك بتقول أن يكون واحد منهم أكبر من التاني
+
+303
+00:22:14,280 --> 00:22:16,540
+حوالي خمس أضعاف زي ما هنشوف المعادلات اللي في ال
+
+304
+00:22:16,540 --> 00:22:19,840
+algorithm الخاص فيها فنبدأ نشوف ال algorithm الآن
+
+305
+00:22:19,840 --> 00:22:25,080
+نراجعالقلية، افهمنا المفهوم، يعني افهمنا أفكار،
+
+306
+00:22:25,080 --> 00:22:31,400
+أنه هبب كيف فكر in neurons وكل ما بيصير excitation
+
+307
+00:22:31,400 --> 00:22:34,340
+للاتنين مع بعض أو واحدة بتعمل excitation للتانية،
+
+308
+00:22:34,340 --> 00:22:37,440
+بمعنى أن هذي I كل ما كانت عالية، هذي بتصير عالية،
+
+309
+00:22:37,440 --> 00:22:41,190
+فإذا ال connection between them عاليمنطقي روحنا
+
+310
+00:22:41,190 --> 00:22:45,430
+أخذنا هذا الكلام هندسيا أو رياضيا و ترجمناه رياضيا
+
+311
+00:22:45,430 --> 00:22:49,090
+و بعدين حددنا كيف أنا بدي أحسب ال function اللي
+
+312
+00:22:49,090 --> 00:22:53,090
+بتربط ليهم مع بعض عشان أقدر من خلالها أحسب delta w
+
+313
+00:22:53,090 --> 00:22:56,470
+ونجحنا كأفكار الآن بدنا نحط ال algorithm ال
+
+314
+00:22:56,470 --> 00:22:59,510
+algorithm هنبدأ بشكل أساسي في الhibian learning
+
+315
+00:22:59,510 --> 00:23:01,770
+algorithm بال step number one اللي هي ال
+
+316
+00:23:01,770 --> 00:23:05,090
+initialization و ال initialization بحط كل ال
+
+317
+00:23:05,090 --> 00:23:11,140
+synaptic weights من صفرلواحد قيم من zero to one و
+
+318
+00:23:11,140 --> 00:23:14,380
+بنبدأ نشتغل عليها عشان ان هي initial values بعدين
+
+319
+00:23:14,380 --> 00:23:16,320
+بنعمل عملية activation ايش هي ال activation
+
+320
+00:23:16,320 --> 00:23:19,660
+activation بكل بساطة بدنا نجيب قيمة ال Y بس مش
+
+321
+00:23:19,660 --> 00:23:22,620
+اكتر انا عندى شبكة neural network
+
+322
+00:23:26,410 --> 00:23:31,690
+هيها كاملة full neural network بدنا نكمل ال neural
+
+323
+00:23:31,690 --> 00:23:36,150
+network دي بالشكل الأساسي هنا عندي Y و هنا عندي ال
+
+324
+00:23:36,150 --> 00:23:41,530
+Xات خلاص بنعطي قيمة ال input عشان ناخد قيمة ال
+
+325
+00:23:41,530 --> 00:23:47,490
+output قيمة ال outputs جبنا ال outputs اللي هي ال
+
+326
+00:23:47,490 --> 00:23:52,570
+Y's اللي هي قيم Y's هاي Y اللي هي زي ما احنا
+
+327
+00:23:52,570 --> 00:23:55,510
+عارفين عبارة عن summation
+
+328
+00:23:57,300 --> 00:24:01,820
+لا طبعا هنا مشتغل على ال perceptron او one layer
+
+329
+00:24:01,820 --> 00:24:05,020
+على one layer مش زي ما احنا عملنا هيك two layer
+
+330
+00:24:05,020 --> 00:24:10,080
+هذا في ال multi اشتغل على one layer مباشرة x to y
+
+331
+00:24:10,080 --> 00:24:20,120
+على طول فبقدر اقول انه x واحد في w1 1 x 2 في w 2 1
+
+332
+00:24:20,120 --> 00:24:26,140
+x 3 في w 3 1 فهنا عملنا ال summation زائد متذكرين
+
+333
+00:24:26,140 --> 00:24:29,440
+ال theta زائد ال theta ال threshold زائد ال
+
+334
+00:24:29,440 --> 00:24:33,240
+threshold او و قولنا ان ال threshold هذه اللي بدنا
+
+335
+00:24:33,240 --> 00:24:37,130
+نجمحها بتكون قيمة ال input تبعها ايش؟minus one
+
+336
+00:24:37,130 --> 00:24:40,590
+minus one فهذه دايما بتكون مضروبة في minus one و
+
+337
+00:24:40,590 --> 00:24:46,410
+theta نفسها بتكون عبارة عن W بتكون عبارة عن W فإذن
+
+338
+00:24:46,410 --> 00:24:48,810
+هيطلع بهذا الشكل المعادل اللي إحنا شايفينها أمامنا
+
+339
+00:24:48,810 --> 00:24:53,970
+summation لل I from one to N N هنا إيش هتمثل عدد
+
+340
+00:24:53,970 --> 00:25:02,580
+ال inputsفإذن هنا X1 X2 to Xn فنتقدر نقول إن هذا
+
+341
+00:25:02,580 --> 00:25:06,380
+هو ال summation تبعنا مضروبة في ال X كل X مضروبة
+
+342
+00:25:06,380 --> 00:25:12,480
+في ال W اللي خاصة بمين بال X مع Y اللي أنا بحسبها
+
+343
+00:25:12,480 --> 00:25:18,540
+لإن هنا ممكن يكون عندي Y1 Y2 Y3 and so on Yj كويس
+
+344
+00:25:18,540 --> 00:25:24,930
+تمام جدا فإذا لكل Yبنضربها في كل ال weights اللي
+
+345
+00:25:24,930 --> 00:25:28,530
+هي مرتبطة فيهم، مع مين؟ مع ال inputs، مع ال
+
+346
+00:25:28,530 --> 00:25:32,770
+inputs، جيد، بنكون هيك عملنا activation ل Y، عشان
+
+347
+00:25:32,770 --> 00:25:39,960
+نقل .. الآن نشوف قيم Y مع .. مع Xتمام عملية ال
+
+348
+00:25:39,960 --> 00:25:44,340
+learning اتفقنا سابقا وقولناها يمكن مرارا و تكرارا
+
+349
+00:25:44,340 --> 00:25:50,200
+في ال supervised learning سابقا ان ال W لجديدة
+
+350
+00:25:50,200 --> 00:25:53,360
+لجديدة ايش يعني P plus one يعني ال iteration
+
+351
+00:25:53,360 --> 00:26:00,060
+القادمة هتسويه نفسها ال W القديمة plus delta W
+
+352
+00:26:00,060 --> 00:26:05,870
+القديمة او اللي انحسبت في ال iteration Pعشان
+
+353
+00:26:05,870 --> 00:26:09,670
+نجمحهم مع بعض و نجيب ال W لجديد ده اللي هرجع أعمل
+
+354
+00:26:09,670 --> 00:26:12,630
+لهياش كمان مرة activation على نفس ال inputs و
+
+355
+00:26:12,630 --> 00:26:17,890
+أتأكد هل هتثبت ال W بعد هيك و لا لأ هنجي في امتع
+
+356
+00:26:17,890 --> 00:26:19,410
+.. هنجي في امتع لما تثبت ال W
+
+357
+00:26:26,870 --> 00:26:30,090
+صار عندى ال delta w هي نفس المعادلة على فكرة هي
+
+358
+00:26:30,090 --> 00:26:34,990
+نفس المعادلة اللى بيشوفها هي نفسها السابقة مع فارق
+
+359
+00:26:34,990 --> 00:26:39,970
+واحد فقط ان احنا lambda هذه هي عبارة عن Alpha على
+
+360
+00:26:39,970 --> 00:26:46,710
+Phi بس لا اكثر ولا اقل Alpha على Phi فحسبها ك
+
+361
+00:26:46,710 --> 00:26:50,650
+lambda بحيث انه دائما تكون خمسة فبيميلوا انه
+
+362
+00:26:50,650 --> 00:26:57,300
+يستخدموها بشكلمتعرف عليه قيمته خمسة قيمة خمسة لأن
+
+363
+00:26:57,300 --> 00:27:02,660
+بعد ما عملنا قيمة خمسة بناخد common عامل مشترك على
+
+364
+00:27:02,660 --> 00:27:07,380
+اعتبار ان انتوا اذا بدنا ناخدها كانت Alpha في X في
+
+365
+00:27:07,380 --> 00:27:13,720
+Y X I في Y J كانت ناقص من Phi وكنا نضربها في من
+
+366
+00:27:13,720 --> 00:27:23,250
+Phi في Y J في W I و J هذه كانت قيمة DeltaW I و J
+
+367
+00:27:23,250 --> 00:27:32,050
+لما نقول انه ال Alpha هي عبارة عن Phi في Lambda
+
+368
+00:27:32,050 --> 00:27:39,810
+على Phi Lambda على Phi و ناخد common Phi في Y
+
+369
+00:27:39,810 --> 00:27:47,310
+فخلينا ناخد هنا Phi في Y J ايش بيضل عندى هنا Alpha
+
+370
+00:27:47,310 --> 00:27:59,260
+على Phiفي X I مظبوط ناقص من W خلاص I و J طيب ال
+
+371
+00:27:59,260 --> 00:28:04,420
+term هذا اتفقنا انه هو قيمة Lambda قيمة ال Lambda
+
+372
+00:28:04,420 --> 00:28:09,380
+تمام فما خدناش ولا انخاف منها هي نفس المعادلة هي
+
+373
+00:28:09,380 --> 00:28:16,460
+هي ولكن لإيجاد علاقة بينالـ Alpha و الـ Phi و اللي
+
+374
+00:28:16,460 --> 00:28:20,620
+سمناها Phi الـ forgetting factor فإذن كأنني بجيب
+
+375
+00:28:20,620 --> 00:28:25,420
+معامل التذكر على النسيان معامل التذكر على النسيان
+
+376
+00:28:25,420 --> 00:28:30,280
+طيب ال iteration اللي هو اللفات بتاعتنا في اللفة
+
+377
+00:28:30,280 --> 00:28:33,220
+القادمة هنرجع لمين نعمل activation فال activation
+
+378
+00:28:33,220 --> 00:28:36,020
+كانت رقم اتنين بس ال activation الآن هنعملها
+
+379
+00:28:36,020 --> 00:28:44,280
+عالميا على ال W لجديدة W P plus واحدصارت .. صارت P
+
+380
+00:28:44,280 --> 00:28:48,180
+plus one P plus one تمام فهذه هي ال iteration
+
+381
+00:28:48,180 --> 00:28:53,340
+هاتوا نشوف مثال هاتوا نشوف مثال المثال هذا بشكل
+
+382
+00:28:53,340 --> 00:28:59,760
+أساسي هيكون زي ما احنا شايفينه عندنا خمسة factors
+
+383
+00:28:59,760 --> 00:29:07,300
+.. factors الخمسة factors هدول بدنا
+
+384
+00:29:07,300 --> 00:29:09,500
+نعرف الشبكة عليهم
+
+385
+00:29:20,740 --> 00:29:24,880
+ال fact اللي ال vector الأول من ال five vectors
+
+386
+00:29:24,880 --> 00:29:30,440
+هدول هو x1 فهذا input أول، sample أولى، فيها خمسة
+
+387
+00:29:30,440 --> 00:29:33,940
+vector، خمسة elements في ال vector نفسه، فيه خمسة
+
+388
+00:29:33,940 --> 00:29:36,300
+elements، التانية خمسة elements، تالتة خمسة
+
+389
+00:29:36,300 --> 00:29:39,560
+elements، كله خمسات، فإذا كأنه لل neural network
+
+390
+00:29:39,560 --> 00:29:44,050
+هي عبارة عن خمسة في ال inputما دم انا باعطي هبنعطي
+
+391
+00:29:44,050 --> 00:29:48,470
+خمسة الهدف منها بتديها تعمل استذكار او matching
+
+392
+00:29:48,470 --> 00:29:58,410
+اتعرف فإذا بدي أكون برضه عندي خمسة في ال output في
+
+393
+00:29:58,410 --> 00:30:04,030
+ال output جيد جدا ممتاز حتى الآن هي ال X وهي ال Y
+
+394
+00:30:04,030 --> 00:30:13,190
+الآن لو مسكناNeuron by Neuron نجد أن الـ Neuron
+
+395
+00:30:13,190 --> 00:30:21,460
+الأول الشكل المدخلاته هي الشكل المدخلاتهطيب ليش
+
+396
+00:30:21,460 --> 00:30:24,640
+احنا روحنا ل neuron by neuron؟ لأنه انا قاعد بدي
+
+397
+00:30:24,640 --> 00:30:29,500
+اجسد ال .. ال hypian rule طب hyp كان بتكلم عن ال
+
+398
+00:30:29,500 --> 00:30:33,980
+neuron ماكانش بتكلم عن weights جوا كان بتكلم عن ال
+
+399
+00:30:33,980 --> 00:30:37,600
+neuron نفسها بمعنى انه هل في matching بين two
+
+400
+00:30:37,600 --> 00:30:41,200
+neurons مع بعض عشان اجول علاقة بينهم مش هي كانت
+
+401
+00:30:41,200 --> 00:30:46,250
+الفكرة او مافيش matchingأو ال association معدومة
+
+402
+00:30:46,250 --> 00:30:52,730
+أو قليلة عشان أجلل ال weight بينهم تمام؟ عشان هيك
+
+403
+00:30:52,730 --> 00:30:56,390
+أنا الآن بدي أحط عيني على مين نيورون by نيورون
+
+404
+00:30:56,390 --> 00:31:01,690
+لنيورون الأول إيش مدخلاته؟ صفر و صفر و صفر و صفر و
+
+405
+00:31:01,690 --> 00:31:08,690
+صفر لكل ال five inputs لكل ال five inputs فإذا
+
+406
+00:31:08,690 --> 00:31:15,870
+المتوقع إيش؟ المتوقع هناهذا التوقع لأنه هو
+
+407
+00:31:15,870 --> 00:31:20,370
+initially إحنا بنعطي ال connection بين كل input و
+
+408
+00:31:20,370 --> 00:31:24,450
+ال output تبعه قيمة عالية و ال other zeros إلى أن
+
+409
+00:31:24,450 --> 00:31:29,690
+يثبت العكس إلى أن يثبت العكس يعني بمبدأيا ال
+
+410
+00:31:29,690 --> 00:31:33,830
+weight بتاعتنا هنا أو مجموعة ال weights matrix
+
+411
+00:31:33,830 --> 00:31:37,930
+بتاعتنا إذا خمسة في خمسة هتكون عبارة عن one one
+
+412
+00:31:37,930 --> 00:31:41,330
+one one one otherwise zeros
+
+413
+00:31:43,670 --> 00:31:49,070
+otherwise هتكون عبارة عن zeros بحيث انه كل input
+
+414
+00:31:49,070 --> 00:31:55,050
+هو قوي لل output تبعه بس هدى by default initially
+
+415
+00:31:55,050 --> 00:32:00,170
+بسمها هل هي الصح؟ لأ مش هي الصح طيب نيجي نتوقع ايش
+
+416
+00:32:00,170 --> 00:32:03,950
+اللى بده يصير فعليا اللى هسير حقيقة انه اذا ال
+
+417
+00:32:03,950 --> 00:32:09,310
+node الاولى zeros معناته هي unactivated معناته هي
+
+418
+00:32:09,310 --> 00:32:15,320
+فعليامش مؤثرة هي دايما صفر هي دايما صفر فمتوقعش
+
+419
+00:32:15,320 --> 00:32:21,020
+انه مجموعة ال ال weights بتاعتها هنا هيكونوا عالين
+
+420
+00:32:21,020 --> 00:32:33,940
+او مؤثرين مش متوقع كتير تمام التانية التانية
+
+421
+00:32:33,940 --> 00:32:43,170
+هتكون عبارة عن ايشصفر واحد صفر صفر واحد تمام
+
+422
+00:32:43,170 --> 00:32:53,950
+التالتة صفر صفر صفر واحد صفر الرابعة صفر صفر واحد
+
+423
+00:32:53,950 --> 00:33:00,990
+صفر صفر الخامسة صفر واحد صفر صفر واحد طب هاتنمسكهم
+
+424
+00:33:00,990 --> 00:33:06,480
+ل neurons هدولة مين ممكن يكون مرتبط مع التانيأو
+
+425
+00:33:06,480 --> 00:33:11,740
+مشابه للتاني خمس أصفار، في واحد منهم خمس أصفار؟
+
+426
+00:33:11,740 --> 00:33:17,760
+أطلاقًا مافيش، طيب هنا واحد صفر واحد صفر صفر واحد
+
+427
+00:33:17,760 --> 00:33:24,220
+هو وخمسة هو وخمسة، هفهم إيش؟ هفهم معناته إنه اتنين
+
+428
+00:33:24,220 --> 00:33:27,280
+ال neuron التانية و ال neuron الخامسة في
+
+429
+00:33:27,280 --> 00:33:30,980
+association between them مرتبطين ببعض، لما هذه
+
+430
+00:33:30,980 --> 00:33:35,150
+بتزيد هذه بتزيدهذه كل ما بتزيد هذه بتزيد هذه معاها
+
+431
+00:33:35,150 --> 00:33:39,310
+امتى في ال sample رقم اتنين في ال input التاني هذه
+
+432
+00:33:39,310 --> 00:33:44,170
+بتزيد هذه بتزيد برضه في الخامس هذه بتزيد هذه برضه
+
+433
+00:33:44,170 --> 00:33:48,090
+بتزيد ايش هنفهم من هذا الكلام هنفهم من هذا الكلام
+
+434
+00:33:48,090 --> 00:33:55,310
+انه فعليا بين ال neuron التانية و الخامسة في
+
+435
+00:33:55,310 --> 00:34:02,770
+ارتباط في ارتباط بمعنى انه القيمة هناهتكون جوية
+
+436
+00:34:02,770 --> 00:34:11,710
+اتنين مع نفسها و اتنين مع خمسة بحيث انه كل مهادي
+
+437
+00:34:11,710 --> 00:34:15,790
+كانت عالية انا فاهم انه لازم خمسة برضه تكون عالية
+
+438
+00:34:15,790 --> 00:34:19,830
+لان في رتبات بينهم في رتبات بينهم نفس الكلام لمين
+
+439
+00:34:19,830 --> 00:34:25,170
+لخمسة برضه خمسة مع نفسها و خمسة مع اتنين
+
+440
+00:34:28,640 --> 00:34:31,740
+Tamam otherwise لأ مااتوقعش انه هتكون ال
+
+441
+00:34:31,740 --> 00:34:37,420
+connection ذات أهمية أو ذات قيمة عالية مانتوقعش
+
+442
+00:34:37,420 --> 00:34:45,360
+تمام otherwise تلاتة .. تلاتة فش ما رقم تلاتة
+
+443
+00:34:45,360 --> 00:34:49,200
+neuron التالتة هي مش شبيهة لحده والرابعة مش شبيهة
+
+444
+00:34:49,200 --> 00:34:53,240
+لحده فهم مع نفسهم مع نفسهم بمعنى هي مكتفية بذاتها
+
+445
+00:34:53,240 --> 00:34:57,880
+كل ما بتزيد خلاص بتزيد لحالهاكل ما بتزيد بتزيد
+
+446
+00:34:57,880 --> 00:35:03,520
+لحالها، بعكس واحد اللي هو أصلا بزدش، أساسا بزدش
+
+447
+00:35:03,520 --> 00:35:07,680
+نهائي، ف zeros خلصنا، مافيش اللي لها معنى أحط هنا
+
+448
+00:35:07,680 --> 00:35:13,760
+connection عالية بين واحد مع واحد هو أصلا zeros،
+
+449
+00:35:13,760 --> 00:35:17,160
+zeros، معناته nothing وخلاص، كويس، نفس الكلام
+
+450
+00:35:17,160 --> 00:35:21,060
+أربعة مع أربعة، أربعة مع نفسها، في لحالة
+
+451
+00:35:21,060 --> 00:35:26,250
+activation واحدة موجودة، and x3لما بتزيد خلاص
+
+452
+00:35:26,250 --> 00:35:30,750
+بتزيد لحالها بتزيد لحالها هذا الكلام كيف هتقدر
+
+453
+00:35:30,750 --> 00:35:38,550
+تشوفوه هتشوفوه الآن هنا واحد مع واحد هنا لأ الواحد
+
+454
+00:35:38,550 --> 00:35:42,110
+اللي اتطلعت له ال neuron الرابع لحالها طلعت
+
+455
+00:35:42,110 --> 00:35:46,890
+مشتركتش مع حدا مافيش أي association بينها وبين اي
+
+456
+00:35:46,890 --> 00:35:51,870
+حد في ال neurons التانية طيب هنا تلاتة هي اللي
+
+457
+00:35:51,870 --> 00:35:57,810
+activated فيهملحالها مش مشتركة مع حد طيب اربعة ايه
+
+458
+00:35:57,810 --> 00:36:02,390
+عفوا ان الخامسة في الحالة الخامسة برضه اتنين مع مع
+
+459
+00:36:02,390 --> 00:36:07,530
+خمسة اتنين مع خمسة معناته في matching في حالتين في
+
+460
+00:36:07,530 --> 00:36:11,490
+matching في حالتين في الحالتين هدولة معناته كل one
+
+461
+00:36:11,490 --> 00:36:15,680
+epochمرحلة كاملة من مجموعة ال input لما بدخل x1
+
+462
+00:36:15,680 --> 00:36:19,840
+على x2، x3، x4، x5، بسميها one epoch ال one epoch
+
+463
+00:36:19,840 --> 00:36:26,380
+هدولة أكم matching صار بين 2 و 5 مرتين، فيعني
+
+464
+00:36:26,380 --> 00:36:30,900
+توقعا الرقم اللي المفروض لل weight هذي توقعا بيروح
+
+465
+00:36:30,900 --> 00:36:36,940
+لل 2، توقعا، نشوف إيش بتطلع فعليا، تمام، بالنسبة
+
+466
+00:36:36,940 --> 00:36:43,970
+لأ، x3 و x4 هي مرة واحدةهي مرة واحدة فقط بيظهروا
+
+467
+00:36:43,970 --> 00:36:49,190
+فيها كويس فهيك الشواهد هيك بتقول الشكل هيكون بهذا
+
+468
+00:36:49,190 --> 00:36:51,170
+الشكل زي ما احنا .. زي ما احنا فعلا توقعناه و
+
+469
+00:36:51,170 --> 00:36:56,210
+رسمناه هنا قدامنا Initially هيكون بالشكل اللي
+
+470
+00:36:56,210 --> 00:37:00,730
+قدامنا الشبكة أو
+
+471
+00:37:00,730 --> 00:37:05,990
+ال neural .. ال neural networks بهذا الشكل حسب ال
+
+472
+00:37:05,990 --> 00:37:11,990
+unsupervised learninginput output فهذه X وهذه Y
+
+473
+00:37:11,990 --> 00:37:17,290
+تمام Initially بنقول انه بين واحد و واحد string
+
+474
+00:37:17,290 --> 00:37:21,490
+عالية بنعطيها قيمة واحد هي واحد بين واحد و واحد
+
+475
+00:37:21,490 --> 00:37:29,510
+otherwise zerosطيب هيها 0 0 0 0 بين 1 و 2 1 3 1 4
+
+476
+00:37:29,510 --> 00:37:36,610
+و 5 1 2 1 3 1 4 1 5 طيب هنا 2 و 2 هيلي 2 و 2 3 و 3
+
+477
+00:37:36,610 --> 00:37:40,130
+4 و 4 5 و 5 Initially بعدين بنبدأ نشتغل على
+
+478
+00:37:40,130 --> 00:37:43,090
+المعدلات اللي أخدناها في ال algorithm نفسه أني
+
+479
+00:37:43,090 --> 00:37:46,770
+أبدأ أعمل activation فبنبدأ نشتغل هنا activation
+
+480
+00:37:46,770 --> 00:37:51,750
+نضرب نضرب ال weight الأولى العالية هذه مع الواحد
+
+481
+00:37:51,750 --> 00:37:57,890
+طبعا هنا لما ندخلsequence ندخل x1 او ال sample
+
+482
+00:37:57,890 --> 00:38:02,470
+اللي يقولها كانت 10001 كويس دخلناها و نعمل
+
+483
+00:38:02,470 --> 00:38:04,790
+activation ضربناها في العالي و هدول ضربناهم في
+
+484
+00:38:04,790 --> 00:38:10,930
+المنخفض قيم منخفضة zeros هيها فضرب عادي جبري مافيش
+
+485
+00:38:10,930 --> 00:38:15,190
+اي مشكلة فيه عشان نحصل على ال output ندخل التاني
+
+486
+00:38:15,190 --> 00:38:17,610
+او التالتة او الرابعة او الخمسة و نبدأ نشتغل على
+
+487
+00:38:17,610 --> 00:38:24,340
+delta delta مين؟ delta w'sdelta w هذه و هذه و هذه
+
+488
+00:38:24,340 --> 00:38:28,020
+و هذه و هذه كل واحدة منهم delta w حسب قيمة ال I
+
+489
+00:38:28,020 --> 00:38:32,760
+بتاعتها بعد ذلك بعد أكم epoch هنجد أنه بيصير
+
+490
+00:38:32,760 --> 00:38:37,280
+استقرار لقيم ال weights خلاص مابتعدش تتغير كتير
+
+491
+00:38:37,280 --> 00:38:41,960
+مابتعدش تتغير كتير لما نصل لحالة الاستقرار هنجد
+
+492
+00:38:41,960 --> 00:38:49,730
+أنه اللي صار لهم الحقيقة تقوية increasing هم الال
+
+493
+00:38:49,730 --> 00:38:52,170
+weights اللي احنا علمناه منه و اللي كانوا متوقعين
+
+494
+00:38:52,170 --> 00:38:55,710
+الحقيقة .. الحقيقة كانوا متوقعين اللي هم زي ما
+
+495
+00:38:55,710 --> 00:39:00,070
+احنا اليوم شايفينهم اتنين مرتبطة مع اتنين و مرتبطة
+
+496
+00:39:00,070 --> 00:39:05,730
+مع خمسة مع اتنين و مع خمسة .. منطق جدا .. خمسة نفس
+
+497
+00:39:05,730 --> 00:39:10,720
+الكلام اتنين مع خمسةتنين مع خمسة جيد بحيث أنه هذه
+
+498
+00:39:10,720 --> 00:39:13,980
+بتزيد هذه بتزيد معها هذه بتزيد هذه بتزيد معها نفس
+
+499
+00:39:13,980 --> 00:39:16,360
+الكلام تلاتة و أربعة لأ هم مش مرتبطين مع حد هو مع
+
+500
+00:39:16,360 --> 00:39:20,480
+حالهم بس بصرا activation معناته مع حالهم كويس
+
+501
+00:39:20,480 --> 00:39:26,920
+فبدأنا بال diagonal ones او ال identity matrix
+
+502
+00:39:26,920 --> 00:39:31,260
+ايها identity matrix وانتهينا نشوف نحلل اللي
+
+503
+00:39:31,260 --> 00:39:37,310
+انتهينا له انتهينا باتنينالواحد أولا zeros اتفقنا
+
+504
+00:39:37,310 --> 00:39:40,510
+لأنه أصلا ماصارلهش أساسا activation طول فترة
+
+505
+00:39:40,510 --> 00:39:45,130
+التعلم طول فترة التعلم ماصارلهش activation فإيش
+
+506
+00:39:45,130 --> 00:39:48,770
+بيصير في العصب هذا بيصيرله بيولوجيكال إيه دمور
+
+507
+00:39:48,770 --> 00:39:54,990
+بيصيرله دمور خلاص دمور ميت تمام ف zeros اتنين مع
+
+508
+00:39:54,990 --> 00:40:01,530
+اتنين أكام مرة ظهروا متفقين مع بعض مرتين شيك ظهروا
+
+509
+00:40:01,530 --> 00:40:07,860
+مرتين مع بعضالكويس هيهم زهروا هنا مرة و هنا مرة
+
+510
+00:40:07,860 --> 00:40:12,180
+الاتنين زهرت هنا مرة و هنا مرة ففي كل ابوك هي
+
+511
+00:40:12,180 --> 00:40:17,080
+جاعدة بتزود هنا واحد و بتزود هنا واحد مجموع باتنين
+
+512
+00:40:17,080 --> 00:40:20,220
+فأتوقع أن ال maximum value إلها جاعدة بت limit
+
+513
+00:40:20,220 --> 00:40:23,400
+للاتنين كل ما زودنا بت limit للاتنين نفس الكلام
+
+514
+00:40:23,400 --> 00:40:31,280
+لخمسة الحقيقة ل الخمسة تمامفزي ما قلنا هنجي اتنين
+
+515
+00:40:31,280 --> 00:40:34,140
+مع الاتنين حوالي الاتنين و الاتنين مع الخمس نفس
+
+516
+00:40:34,140 --> 00:40:38,540
+الكلام بهم زادوا مع بعضة كام مرة مرتين كان ماتشنج
+
+517
+00:40:38,540 --> 00:40:43,700
+عمله من الخمس مرات مرتين عملوا ماتشنج مرتين عملوا
+
+518
+00:40:43,700 --> 00:40:48,400
+ماتشنج مع بعض فتوقع برضه توقع انه حسب المعادلات
+
+519
+00:40:48,400 --> 00:40:52,800
+زيادة المعادلة تلومت هتلمت للاتنين فنفس الكلام
+
+520
+00:40:52,800 --> 00:40:56,460
+برضه من الخمسة و اتنين و الخمسة و خمسة تعالى نشوف
+
+521
+00:40:56,460 --> 00:41:03,760
+تلاتة مع تلاتةمع نفسها مرة واحدة ظهرت، مش هيك؟
+
+522
+00:41:03,760 --> 00:41:08,700
+نسبة للتلاتة هي ظهرت .. وين التلاتة؟ هي التلاتة،
+
+523
+00:41:08,700 --> 00:41:11,620
+التلاتة مظهرتش اللي هو مرة واحدة فقط، لا أكثر ولا
+
+524
+00:41:11,620 --> 00:41:15,680
+أقل، ومع نفسها، ماشتركتش مع حدا، يعني مش والله
+
+525
+00:41:15,680 --> 00:41:20,260
+الزيادة اللي حصلت عندها تزامنت مع زيادة حصلت مع
+
+526
+00:41:20,260 --> 00:41:23,820
+غيرها، لأ، ماحصلش هذا الكلام، ماحصلش هذا الكلام،
+
+527
+00:41:23,820 --> 00:41:28,970
+تمامفبالضبط هتكون هنا حوالين الواحد وهنا نفس
+
+528
+00:41:28,970 --> 00:41:31,710
+الكلام الأربعة هي نفس الفكرة ترجعوا بتشوفوها
+
+529
+00:41:31,710 --> 00:41:37,030
+هتلاقوها فعلا ظهرت مرة واحدة لا أكثر ولا أقل جيد
+
+530
+00:41:37,030 --> 00:41:42,050
+الآن لو نعطيها input نقول الله بنعمل test ال test
+
+531
+00:41:42,050 --> 00:41:47,310
+هذا لإيه؟ لل term 100101 هل هو هذا واحد من ال
+
+532
+00:41:47,310 --> 00:41:50,940
+input بتاعنا؟الحقيقة لأ هذا ماكنش من ال inputs
+
+533
+00:41:50,940 --> 00:41:56,700
+اللي اتدربت عليهم 100001 يعني 1301 لا هذا ولا هذا
+
+534
+00:41:56,700 --> 00:42:01,480
+ولا هذا ولا هذا .. كويس فإذن الآن إيش بدها تعمل
+
+535
+00:42:01,480 --> 00:42:09,330
+هتشوف مبدئياالواحد اللي في الأول احنا رياضيا ماناش
+
+536
+00:42:09,330 --> 00:42:12,410
+مشكلة ليش؟ لأن انت عندك matrix تضرب فيها وخلصنا
+
+537
+00:42:12,410 --> 00:42:16,930
+تضرب فيها وانتهى وخلصت على هيك وفي عندك مجموعة
+
+538
+00:42:16,930 --> 00:42:21,510
+theta ال theta بتكون given عندك فمنتهي الأمور ..
+
+539
+00:42:21,510 --> 00:42:25,070
+منتهي الأمور احنا بدنا نفهمها إيش بده يصير ..
+
+540
+00:42:25,070 --> 00:42:29,490
+نفهمها .. فهم .. الآن ال node الأولى دخلنا لها
+
+541
+00:42:29,490 --> 00:42:36,280
+واحد بس هي إيش؟ صار لها دمورأنا عارف إنه في ال
+
+542
+00:42:36,280 --> 00:42:41,620
+training في مرحلة التعلم ال learning في التدريب
+
+543
+00:42:41,620 --> 00:42:48,160
+القيم بتاعتها zeros فلمّا يجيني هنا واحد أكيد بدي
+
+544
+00:42:48,160 --> 00:42:52,360
+أحوله ل zero لإنه هينضرب في weights كلها zeros
+
+545
+00:42:52,360 --> 00:42:59,100
+العصب هذا ضامر فإيش ما تعطي input على الفاضيمش
+
+546
+00:42:59,100 --> 00:43:03,800
+هيعمل أي مشكلة يعني لو .. لا قدر الله واحد خلينا
+
+547
+00:43:03,800 --> 00:43:06,380
+نقول العين .. عينه سليمة و الشبكية سليمة و كل إش
+
+548
+00:43:06,380 --> 00:43:11,500
+عنده سليم لكن في مشكلة في العصب البصري هو هيشوف ف
+
+549
+00:43:11,500 --> 00:43:16,400
+ال input موجود لكن ماوصلش .. ماوصلش فالناتج ورا
+
+550
+00:43:16,400 --> 00:43:21,420
+صفر الناتج في الدماغ .. في مراكز الدماغ zero تمام
+
+551
+00:43:21,420 --> 00:43:26,900
+كويس التانية صفر خلاص مافيش مشكلة لأ في مشكلة أصبر
+
+552
+00:43:27,690 --> 00:43:34,710
+التانية مرتبطة مع الخامسة صح .. صح .. اتنين و خمسة
+
+553
+00:43:34,710 --> 00:43:38,930
+حسب ال network بتاعتنا هذه تحديدا في مرحلة ال
+
+554
+00:43:38,930 --> 00:43:42,530
+training وجدنا ان اتنين و خمسة بصيروا in
+
+555
+00:43:42,530 --> 00:43:45,070
+excitation مع بعض بطلعوا مع بعض و بنزلوا مع بعض
+
+556
+00:43:45,070 --> 00:43:53,190
+لكن ان اجد خمسة واحد و اتنين صفرفي إيش غلط فهنا
+
+557
+00:43:53,190 --> 00:43:57,170
+كأنها صارت بتلعب دور في بداية الشغل اللي اتكلمناه
+
+558
+00:43:57,170 --> 00:44:02,790
+مع hip بتلعب دور I وهد بتلعب دور J فهد excited
+
+559
+00:44:02,790 --> 00:44:07,510
+فلازم تعمل excitation لل J بمعناه أنه هد هتحولها ل
+
+560
+00:44:07,510 --> 00:44:11,690
+one one ليش لأنه صار لها excitation من الخمسة
+
+561
+00:44:11,690 --> 00:44:16,050
+كلهما بعمل excitation للتاني كلهما بعمل excitation
+
+562
+00:44:16,050 --> 00:44:20,190
+للتاني فإنه الرقم اتنين اللي هو كان صفر المتوقع
+
+563
+00:44:21,540 --> 00:44:26,220
+هيروح لوحد إذا فعلا ال training كان صح هنا تمام و
+
+564
+00:44:26,220 --> 00:44:29,400
+طبعا الخمسة أكيد هتظل واحد ما هي بتعمل expectation
+
+565
+00:44:29,400 --> 00:44:33,680
+لنفسها برضه طيب تلاتة و أربعة الحقيقة تلاتة و
+
+566
+00:44:33,680 --> 00:44:37,360
+أربعة مش هيتغير فيهم إشي لأنهم مع نفسهم لكن في
+
+567
+00:44:37,360 --> 00:44:40,700
+النهاية ايجوا zeros zeros فهتطلع zero و zero
+
+568
+00:44:40,700 --> 00:44:45,090
+فالمتوقع أن ال output هيطلعالعنصر .. العنصر هي ده
+
+569
+00:44:45,090 --> 00:44:49,430
+بمعنى كأنه عرف ليه او اتعرف على ال input اللي
+
+570
+00:44:49,430 --> 00:44:54,650
+عملنا له ال test كأنه هو الحالة اني حالة .. الحالة
+
+571
+00:44:54,650 --> 00:45:01,390
+التانية X2 كأنه X2 فهيه عمل تعرف .. اتعرف على اللي
+
+572
+00:45:01,390 --> 00:45:06,760
+داخل وصنفه لوحدة منالحالات اللي بتدرب عليها هدول
+
+573
+00:45:06,760 --> 00:45:08,940
+كأنه صاروا يمثلوا ال classes اللي أنا بده أحفظهم
+
+574
+00:45:08,940 --> 00:45:12,720
+.. بده أحفظهم إياه بدهم ي .. بده يحفظهم عشان أي
+
+575
+00:45:12,720 --> 00:45:17,520
+input بده يجيه بده يصنفه ضمن واحد منهم ضمن واحد
+
+576
+00:45:17,520 --> 00:45:24,340
+منهم تمام فهي بشكل أساسي المثال اللي بنقدر نتكلم
+
+577
+00:45:24,340 --> 00:45:31,360
+عنه وبذلك بنكون خلصنا hipطريقة hip هيك بنكون
+
+578
+00:45:31,360 --> 00:45:39,000
+خلصناها عشان ننتقل في ال session القادم لنوع تاني
+
+579
+00:45:39,000 --> 00:45:44,180
+فحتى الآن بنقول أنه خلصنا ال hip أكيد طبعا هيكون
+
+580
+00:45:44,180 --> 00:45:48,880
+في أمثلة عليها و نتحدث بأمثلة عنها إلى هنا بنقولكم
+
+581
+00:45:48,880 --> 00:45:53,240
+سلام عليكم و نلقاكم في المحاضرة القادمة مع ال
+
+582
+00:45:53,240 --> 00:45:54,440
+competitive learning ان شاء الله
+
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/XbDPFSCF0Jw_raw.json b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/XbDPFSCF0Jw_raw.json
new file mode 100644
index 0000000000000000000000000000000000000000..ef6d121c45b7e2f6f6e9a1e0469546907ee48775
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/XbDPFSCF0Jw_raw.json
@@ -0,0 +1 @@
+{"segments": [{"id": 1, "seek": 3389, "start": 4.89, "end": 33.89, "text": "باسم الله الرحمن الرحيم والصلاة والسلام علي أشرف الأنبياء والمرسلين سيدنا محمد وعلى آله وصحبه أجمعين نكمل في ال neural network أو ال artificial neural network اللي بدأناها من تلت محاضرات سابقة أو من الأسبوع الماضي ونكمل الآن في شق آخر أو في category أخرى من ال categories الخاصة بال neural network وهي ال unsupervised learning والفرق البسيط بين ال supervised اللي أخدناها سابقا هو أن كان في teacher أو كان في supervisor", "tokens": [3555, 32277, 2304, 21984, 34892, 5016, 27842, 34892, 5016, 32640, 16070, 9381, 15040, 3660, 16070, 3794, 37440, 25894, 5551, 8592, 28480, 16247, 1863, 21292, 16606, 4032, 45340, 2288, 3794, 1211, 9957, 8608, 25708, 8315, 3714, 35571, 3215, 4032, 3615, 23942, 19753, 43761, 4032, 9381, 5016, 3555, 3224, 5551, 7435, 2304, 3615, 9957, 8717, 24793, 1211, 8978, 2423, 18161, 3209, 34051, 2423, 11677, 18161, 3209, 13672, 1829, 47525, 10721, 8315, 11296, 9154, 6055, 1211, 2655, 3714, 5016, 46958, 2288, 9307, 8608, 16758, 28671, 34051, 9154, 16247, 35457, 45367, 9673, 46958, 1829, 4032, 1863, 24793, 1211, 6024, 48506, 8978, 13412, 4587, 19753, 34740, 34051, 8978, 7719, 5551, 34740, 7578, 9154, 2423, 10479, 33962, 33546, 3660, 20666, 18161, 3209, 37037, 1829, 2423, 2693, 12879, 24420, 2539, 4032, 6027, 5172, 2288, 4587, 29739, 3794, 1829, 9566, 49374, 2423, 46533, 13672, 1829, 5551, 9778, 3215, 8315, 11296, 8608, 16758, 4587, 995, 31439, 14739, 25961, 8978, 5027, 34051, 25961, 8978, 24610], "avg_logprob": -0.11838942121427792, "compression_ratio": 1.957957957957958, "no_speech_prob": 1.430511474609375e-06, "words": [{"start": 4.89, "end": 5.17, "word": "باسم", "probability": 0.8603515625}, {"start": 5.17, "end": 5.29, "word": " الله", "probability": 0.94482421875}, {"start": 5.29, "end": 5.59, "word": " الرحمن", "probability": 0.9381510416666666}, {"start": 5.59, "end": 5.89, "word": " الرحيم", "probability": 0.9928385416666666}, {"start": 5.89, "end": 6.15, "word": " والصلاة", "probability": 0.82952880859375}, {"start": 6.15, "end": 6.51, "word": " والسلام", "probability": 0.91845703125}, {"start": 6.51, "end": 6.69, "word": " علي", "probability": 0.475341796875}, {"start": 6.69, "end": 6.95, "word": " أشرف", "probability": 0.984375}, {"start": 6.95, "end": 7.31, "word": " الأنبياء", "probability": 0.9892578125}, {"start": 7.31, "end": 7.77, "word": " والمرسلين", "probability": 0.8231608072916666}, {"start": 7.77, "end": 8.11, "word": " سيدنا", "probability": 0.95166015625}, {"start": 8.11, "end": 8.59, "word": " محمد", "probability": 0.9830729166666666}, {"start": 8.59, "end": 8.85, "word": " وعلى", "probability": 0.8986002604166666}, {"start": 8.85, "end": 9.05, "word": " آله", "probability": 0.6064453125}, {"start": 9.05, "end": 9.49, "word": " وصحبه", "probability": 0.77421875}, {"start": 9.49, "end": 9.95, "word": " أجمعين", "probability": 0.962109375}, {"start": 9.95, "end": 11.19, "word": " نكمل", "probability": 0.9757486979166666}, {"start": 11.19, "end": 11.43, "word": " في", "probability": 0.94189453125}, {"start": 11.43, "end": 11.57, "word": " ال", "probability": 0.681640625}, {"start": 11.57, "end": 11.79, "word": " neural", "probability": 0.86767578125}, {"start": 11.79, "end": 12.25, "word": " network", "probability": 0.94970703125}, {"start": 12.25, "end": 12.37, "word": " أو", "probability": 0.8515625}, {"start": 12.37, "end": 12.45, "word": " ال", "probability": 0.97314453125}, {"start": 12.45, "end": 12.77, "word": " artificial", "probability": 0.802734375}, {"start": 12.77, "end": 13.13, "word": " neural", "probability": 0.974609375}, {"start": 13.13, "end": 13.49, "word": " network", "probability": 0.98583984375}, {"start": 13.49, "end": 13.65, "word": " اللي", "probability": 0.85791015625}, {"start": 13.65, "end": 14.23, "word": " بدأناها", "probability": 0.9884033203125}, {"start": 14.23, "end": 15.07, "word": " من", "probability": 0.99365234375}, {"start": 15.07, "end": 15.49, "word": " تلت", "probability": 0.8232421875}, {"start": 15.49, "end": 15.97, "word": " محاضرات", "probability": 0.97578125}, {"start": 15.97, "end": 16.47, "word": " سابقة", "probability": 0.99072265625}, {"start": 16.47, "end": 17.07, "word": " أو", "probability": 0.86669921875}, {"start": 17.07, "end": 17.19, "word": " من", "probability": 0.99072265625}, {"start": 17.19, "end": 17.53, "word": " الأسبوع", "probability": 0.98974609375}, {"start": 17.53, "end": 18.19, "word": " الماضي", "probability": 0.9817708333333334}, {"start": 18.19, "end": 19.67, "word": " ونكمل", "probability": 0.901123046875}, {"start": 19.67, "end": 20.03, "word": " الآن", "probability": 0.837890625}, {"start": 20.03, "end": 20.33, "word": " في", "probability": 0.9697265625}, {"start": 20.33, "end": 20.73, "word": " شق", "probability": 0.957763671875}, {"start": 20.73, "end": 21.19, "word": " آخر", "probability": 0.913818359375}, {"start": 21.19, "end": 21.47, "word": " أو", "probability": 0.8896484375}, {"start": 21.47, "end": 21.69, "word": " في", "probability": 0.96484375}, {"start": 21.69, "end": 22.11, "word": " category", "probability": 0.432373046875}, {"start": 22.11, "end": 22.81, "word": " أخرى", "probability": 0.9659830729166666}, {"start": 22.81, "end": 23.07, "word": " من", "probability": 0.99560546875}, {"start": 23.07, "end": 23.61, "word": " ال", "probability": 0.970703125}, {"start": 23.61, "end": 24.03, "word": " categories", "probability": 0.99267578125}, {"start": 24.03, "end": 24.57, "word": " الخاصة", "probability": 0.9651692708333334}, {"start": 24.57, "end": 24.71, "word": " بال", "probability": 0.7197265625}, {"start": 24.71, "end": 24.95, "word": " neural", "probability": 0.947265625}, {"start": 24.95, "end": 25.37, "word": " network", "probability": 0.98193359375}, {"start": 25.37, "end": 25.61, "word": " وهي", "probability": 0.823486328125}, {"start": 25.61, "end": 25.73, "word": " ال", "probability": 0.9033203125}, {"start": 25.73, "end": 26.37, "word": " unsupervised", "probability": 0.9138997395833334}, {"start": 26.37, "end": 26.97, "word": " learning", "probability": 0.955078125}, {"start": 26.97, "end": 28.63, "word": " والفرق", "probability": 0.8353515625}, {"start": 28.63, "end": 29.03, "word": " البسيط", "probability": 0.9910888671875}, {"start": 29.03, "end": 29.21, "word": " بين", "probability": 0.90625}, {"start": 29.21, "end": 29.33, "word": " ال", "probability": 0.75732421875}, {"start": 29.33, "end": 29.75, "word": " supervised", "probability": 0.77783203125}, {"start": 29.75, "end": 29.89, "word": " اللي", "probability": 0.976806640625}, {"start": 29.89, "end": 30.67, "word": " أخدناها", "probability": 0.871435546875}, {"start": 30.67, "end": 31.33, "word": " سابقا", "probability": 0.96533203125}, {"start": 31.33, "end": 31.75, "word": " هو", "probability": 0.89697265625}, {"start": 31.75, "end": 31.95, "word": " أن", "probability": 0.6533203125}, {"start": 31.95, "end": 32.23, "word": " كان", "probability": 0.55322265625}, {"start": 32.23, "end": 32.41, "word": " في", "probability": 0.9580078125}, {"start": 32.41, "end": 32.83, "word": " teacher", "probability": 0.9052734375}, {"start": 32.83, "end": 33.09, "word": " أو", "probability": 0.88427734375}, {"start": 33.09, "end": 33.27, "word": " كان", "probability": 0.97998046875}, {"start": 33.27, "end": 33.45, "word": " في", "probability": 0.97216796875}, {"start": 33.45, "end": 33.89, "word": " supervisor", "probability": 0.9365234375}], "temperature": 1.0}, {"id": 2, "seek": 5907, "start": 35.01, "end": 59.07, "text": "ال teacher هذا هو اللي بيكون عنده إيش ال output المطلوب ال desired output بمعنى أنا بعطي input و ال output المكافئله أو ال matching معاه ال associative المفروض معاه هو معروف بمعنى أنا بعطي ال input و بدرب ال machine أو ال neural network و بطلع ال output الحقيقي تبعها و في عندي desired", "tokens": [6027, 5027, 23758, 31439, 13672, 1829, 4724, 1829, 30544, 43242, 3224, 11933, 1829, 8592, 2423, 5598, 9673, 9566, 1211, 37746, 2423, 14721, 5598, 4724, 2304, 3615, 1863, 7578, 41850, 4724, 3615, 9566, 1829, 4846, 4032, 2423, 5598, 9673, 4117, 31845, 19986, 43761, 34051, 2423, 14324, 20449, 40294, 2423, 4180, 1166, 9673, 5172, 32887, 11242, 20449, 40294, 31439, 20449, 32887, 5172, 4724, 2304, 3615, 1863, 7578, 41850, 4724, 3615, 9566, 1829, 2423, 4846, 4032, 47525, 25513, 2423, 3479, 34051, 2423, 18161, 3209, 4032, 4724, 9566, 1211, 3615, 2423, 5598, 21542, 38436, 38436, 6055, 3555, 3615, 11296, 4032, 8978, 18871, 16254, 14721], "avg_logprob": -0.09908725572104501, "compression_ratio": 1.826839826839827, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 35.01, "end": 35.23, "word": "ال", "probability": 0.96142578125}, {"start": 35.23, "end": 35.51, "word": " teacher", "probability": 0.90478515625}, {"start": 35.51, "end": 35.87, "word": " هذا", "probability": 0.7001953125}, {"start": 35.87, "end": 36.41, "word": " هو", "probability": 0.9853515625}, {"start": 36.41, "end": 36.85, "word": " اللي", "probability": 0.91650390625}, {"start": 36.85, "end": 37.21, "word": " بيكون", "probability": 0.810546875}, {"start": 37.21, "end": 37.83, "word": " عنده", "probability": 0.994384765625}, {"start": 37.83, "end": 38.05, "word": " إيش", "probability": 0.8704427083333334}, {"start": 38.05, "end": 38.19, "word": " ال", "probability": 0.9716796875}, {"start": 38.19, "end": 38.55, "word": " output", "probability": 0.984375}, {"start": 38.55, "end": 39.17, "word": " المطلوب", "probability": 0.9761962890625}, {"start": 39.17, "end": 39.55, "word": " ال", "probability": 0.60009765625}, {"start": 39.55, "end": 39.91, "word": " desired", "probability": 0.94580078125}, {"start": 39.91, "end": 40.65, "word": " output", "probability": 0.98486328125}, {"start": 40.65, "end": 41.21, "word": " بمعنى", "probability": 0.9482421875}, {"start": 41.21, "end": 41.35, "word": " أنا", "probability": 0.7919921875}, {"start": 41.35, "end": 41.69, "word": " بعطي", "probability": 0.866943359375}, {"start": 41.69, "end": 42.05, "word": " input", "probability": 0.99169921875}, {"start": 42.05, "end": 42.61, "word": " و", "probability": 0.6640625}, {"start": 42.61, "end": 42.73, "word": " ال", "probability": 0.951171875}, {"start": 42.73, "end": 43.05, "word": " output", "probability": 0.95458984375}, {"start": 43.05, "end": 44.67, "word": " المكافئله", "probability": 0.88994140625}, {"start": 44.67, "end": 44.85, "word": " أو", "probability": 0.78515625}, {"start": 44.85, "end": 45.03, "word": " ال", "probability": 0.93798828125}, {"start": 45.03, "end": 45.47, "word": " matching", "probability": 0.931640625}, {"start": 45.47, "end": 46.01, "word": " معاه", "probability": 0.7320556640625}, {"start": 46.01, "end": 46.47, "word": " ال", "probability": 0.943359375}, {"start": 46.47, "end": 47.15, "word": " associative", "probability": 0.980712890625}, {"start": 47.15, "end": 48.11, "word": " المفروض", "probability": 0.9952392578125}, {"start": 48.11, "end": 48.45, "word": " معاه", "probability": 0.82763671875}, {"start": 48.45, "end": 49.05, "word": " هو", "probability": 0.9677734375}, {"start": 49.05, "end": 49.87, "word": " معروف", "probability": 0.9899088541666666}, {"start": 49.87, "end": 50.53, "word": " بمعنى", "probability": 0.9607421875}, {"start": 50.53, "end": 50.77, "word": " أنا", "probability": 0.845703125}, {"start": 50.77, "end": 51.49, "word": " بعطي", "probability": 0.935791015625}, {"start": 51.49, "end": 51.57, "word": " ال", "probability": 0.66650390625}, {"start": 51.57, "end": 51.93, "word": " input", "probability": 0.98779296875}, {"start": 51.93, "end": 52.09, "word": " و", "probability": 0.8583984375}, {"start": 52.09, "end": 52.49, "word": " بدرب", "probability": 0.924072265625}, {"start": 52.49, "end": 52.79, "word": " ال", "probability": 0.95751953125}, {"start": 52.79, "end": 53.45, "word": " machine", "probability": 0.849609375}, {"start": 53.45, "end": 54.03, "word": " أو", "probability": 0.88671875}, {"start": 54.03, "end": 54.15, "word": " ال", "probability": 0.9228515625}, {"start": 54.15, "end": 54.37, "word": " neural", "probability": 0.98193359375}, {"start": 54.37, "end": 54.85, "word": " network", "probability": 0.970703125}, {"start": 54.85, "end": 55.27, "word": " و", "probability": 0.9501953125}, {"start": 55.27, "end": 55.89, "word": " بطلع", "probability": 0.9603271484375}, {"start": 55.89, "end": 56.31, "word": " ال", "probability": 0.98681640625}, {"start": 56.31, "end": 56.67, "word": " output", "probability": 0.99560546875}, {"start": 56.67, "end": 57.39, "word": " الحقيقي", "probability": 0.97607421875}, {"start": 57.39, "end": 57.95, "word": " تبعها", "probability": 0.9384765625}, {"start": 57.95, "end": 58.25, "word": " و", "probability": 0.984375}, {"start": 58.25, "end": 58.37, "word": " في", "probability": 0.80419921875}, {"start": 58.37, "end": 58.59, "word": " عندي", "probability": 0.76953125}, {"start": 58.59, "end": 59.07, "word": " desired", "probability": 0.9453125}], "temperature": 1.0}, {"id": 3, "seek": 8244, "start": 59.9, "end": 82.44, "text": "بحاول من خلال الـ desired way الحقيقي أو ال actual أجيب ال error و ال error هذا هو بيت القصيدة هو هذا اللي كنا نستخدمه في عملية ال updating ال updating لمين؟ ل ال weight ل ال weights مجموعة ال weights هذه هي اللي تعتبر حقيقة ال neural network هي الشبكة هي الشبكة هي الحاجة الوحيدة اللي أنا محتاجها في الشبكة", "tokens": [49628, 995, 12610, 9154, 16490, 1211, 6027, 2423, 39184, 14721, 636, 21542, 38436, 38436, 34051, 2423, 3539, 5551, 7435, 1829, 3555, 2423, 6713, 4032, 2423, 6713, 23758, 31439, 4724, 36081, 25062, 9381, 25708, 3660, 31439, 23758, 13672, 1829, 9122, 8315, 8717, 14851, 9778, 40448, 3224, 8978, 6225, 42213, 10632, 2423, 25113, 2423, 25113, 32767, 9957, 22807, 5296, 2423, 3364, 5296, 2423, 17443, 3714, 7435, 2304, 2407, 27884, 2423, 17443, 29538, 39896, 13672, 1829, 6055, 34268, 26890, 11331, 38436, 28671, 2423, 18161, 3209, 39896, 25124, 3555, 4117, 3660, 39896, 25124, 3555, 4117, 3660, 39896, 21542, 26108, 3660, 2423, 2407, 5016, 25708, 3660, 13672, 1829, 41850, 3714, 33753, 26108, 11296, 8978, 25124, 3555, 4117, 3660], "avg_logprob": -0.14816338085291678, "compression_ratio": 1.8858267716535433, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 59.9, "end": 60.48, "word": "بحاول", "probability": 0.9905598958333334}, {"start": 60.48, "end": 60.64, "word": " من", "probability": 0.99658203125}, {"start": 60.64, "end": 61.18, "word": " خلال", "probability": 0.9939778645833334}, {"start": 61.18, "end": 61.46, "word": " الـ", "probability": 0.718017578125}, {"start": 61.46, "end": 61.8, "word": " desired", "probability": 0.5947265625}, {"start": 61.8, "end": 62.18, "word": " way", "probability": 0.89501953125}, {"start": 62.18, "end": 63.24, "word": " الحقيقي", "probability": 0.97802734375}, {"start": 63.24, "end": 63.56, "word": " أو", "probability": 0.6435546875}, {"start": 63.56, "end": 63.68, "word": " ال", "probability": 0.98828125}, {"start": 63.68, "end": 64.1, "word": " actual", "probability": 0.4287109375}, {"start": 64.1, "end": 64.58, "word": " أجيب", "probability": 0.9560546875}, {"start": 64.58, "end": 64.7, "word": " ال", "probability": 0.8671875}, {"start": 64.7, "end": 64.96, "word": " error", "probability": 0.8623046875}, {"start": 64.96, "end": 65.16, "word": " و", "probability": 0.366455078125}, {"start": 65.16, "end": 65.28, "word": " ال", "probability": 0.919921875}, {"start": 65.28, "end": 65.46, "word": " error", "probability": 0.9423828125}, {"start": 65.46, "end": 65.68, "word": " هذا", "probability": 0.7294921875}, {"start": 65.68, "end": 66.1, "word": " هو", "probability": 0.9541015625}, {"start": 66.1, "end": 66.96, "word": " بيت", "probability": 0.740478515625}, {"start": 66.96, "end": 67.34, "word": " القصيدة", "probability": 0.8843994140625}, {"start": 67.34, "end": 67.48, "word": " هو", "probability": 0.673828125}, {"start": 67.48, "end": 67.68, "word": " هذا", "probability": 0.84765625}, {"start": 67.68, "end": 67.78, "word": " اللي", "probability": 0.939208984375}, {"start": 67.78, "end": 67.92, "word": " كنا", "probability": 0.97705078125}, {"start": 67.92, "end": 68.64, "word": " نستخدمه", "probability": 0.98310546875}, {"start": 68.64, "end": 68.78, "word": " في", "probability": 0.9609375}, {"start": 68.78, "end": 69.52, "word": " عملية", "probability": 0.9733072916666666}, {"start": 69.52, "end": 70.26, "word": " ال", "probability": 0.8740234375}, {"start": 70.26, "end": 71.4, "word": " updating", "probability": 0.97509765625}, {"start": 71.4, "end": 71.8, "word": " ال", "probability": 0.76171875}, {"start": 71.8, "end": 72.1, "word": " updating", "probability": 0.99560546875}, {"start": 72.1, "end": 73.16, "word": " لمين؟", "probability": 0.7501627604166666}, {"start": 73.16, "end": 73.3, "word": " ل", "probability": 0.47705078125}, {"start": 73.3, "end": 73.58, "word": " ال", "probability": 0.89697265625}, {"start": 73.58, "end": 73.9, "word": " weight", "probability": 0.59326171875}, {"start": 73.9, "end": 74.38, "word": " ل", "probability": 0.21630859375}, {"start": 74.38, "end": 74.5, "word": " ال", "probability": 0.8681640625}, {"start": 74.5, "end": 74.74, "word": " weights", "probability": 0.8994140625}, {"start": 74.74, "end": 75.08, "word": " مجموعة", "probability": 0.807421875}, {"start": 75.08, "end": 75.2, "word": " ال", "probability": 0.99755859375}, {"start": 75.2, "end": 75.4, "word": " weights", "probability": 0.853515625}, {"start": 75.4, "end": 75.72, "word": " هذه", "probability": 0.72998046875}, {"start": 75.72, "end": 76.14, "word": " هي", "probability": 0.96240234375}, {"start": 76.14, "end": 76.28, "word": " اللي", "probability": 0.9638671875}, {"start": 76.28, "end": 76.78, "word": " تعتبر", "probability": 0.9503580729166666}, {"start": 76.78, "end": 77.6, "word": " حقيقة", "probability": 0.8834635416666666}, {"start": 77.6, "end": 78.08, "word": " ال", "probability": 0.8046875}, {"start": 78.08, "end": 78.34, "word": " neural", "probability": 0.8828125}, {"start": 78.34, "end": 78.76, "word": " network", "probability": 0.97412109375}, {"start": 78.76, "end": 78.94, "word": " هي", "probability": 0.787109375}, {"start": 78.94, "end": 79.44, "word": " الشبكة", "probability": 0.9764404296875}, {"start": 79.44, "end": 79.76, "word": " هي", "probability": 0.6796875}, {"start": 79.76, "end": 80.48, "word": " الشبكة", "probability": 0.98291015625}, {"start": 80.48, "end": 80.8, "word": " هي", "probability": 0.76220703125}, {"start": 80.8, "end": 81.1, "word": " الحاجة", "probability": 0.99560546875}, {"start": 81.1, "end": 81.42, "word": " الوحيدة", "probability": 0.96962890625}, {"start": 81.42, "end": 81.46, "word": " اللي", "probability": 0.984619140625}, {"start": 81.46, "end": 81.56, "word": " أنا", "probability": 0.252197265625}, {"start": 81.56, "end": 81.94, "word": " محتاجها", "probability": 0.9901123046875}, {"start": 81.94, "end": 82.02, "word": " في", "probability": 0.97900390625}, {"start": 82.02, "end": 82.44, "word": " الشبكة", "probability": 0.9964599609375}], "temperature": 1.0}, {"id": 4, "seek": 10909, "start": 83.11, "end": 109.09, "text": "عشان بعد ذلك في مرحلة ال test نعطي input نضربه في ال weights هذه ال weights بتاعة الشبكة عشان ناخد ال output و اللي منقدر ناخد منه decision خلاص قرر قرر أما في ال unsupervised و اللي هو موضوعنا لهذا اليوم فأنا فعليا ما بعرفش إيش ال output الشبكة عندها input بس و هي من خلال ال input بس بتتحاول تحاول تعمل training training لإيش؟", "tokens": [3615, 8592, 7649, 39182, 29910, 23275, 8978, 3714, 2288, 5016, 37977, 2423, 1500, 8717, 3615, 9566, 1829, 4846, 8717, 11242, 25513, 3224, 8978, 2423, 17443, 29538, 2423, 17443, 39894, 995, 27884, 25124, 3555, 4117, 3660, 6225, 8592, 7649, 8717, 47283, 3215, 2423, 5598, 4032, 13672, 1829, 9154, 28543, 2288, 8717, 47283, 3215, 9154, 3224, 3537, 16490, 1211, 33546, 12174, 2288, 2288, 12174, 2288, 2288, 5551, 15042, 8978, 2423, 2693, 12879, 24420, 4032, 13672, 1829, 31439, 3714, 2407, 11242, 45367, 8315, 46740, 15730, 45595, 20498, 6156, 10721, 8315, 6156, 3615, 20292, 995, 19446, 45030, 28480, 8592, 11933, 1829, 8592, 2423, 5598, 25124, 3555, 4117, 3660, 43242, 11296, 4846, 4724, 3794, 4032, 39896, 9154, 16490, 1211, 6027, 2423, 4846, 4724, 3794, 39894, 2655, 5016, 995, 12610, 6055, 5016, 995, 12610, 6055, 25957, 1211, 3097, 3097, 5296, 28814, 1829, 8592, 22807], "avg_logprob": -0.09942671174196888, "compression_ratio": 1.8856088560885609, "no_speech_prob": 9.5367431640625e-07, "words": [{"start": 83.11, "end": 83.47, "word": "عشان", "probability": 0.9801432291666666}, {"start": 83.47, "end": 83.69, "word": " بعد", "probability": 0.951171875}, {"start": 83.69, "end": 83.91, "word": " ذلك", "probability": 0.993408203125}, {"start": 83.91, "end": 84.03, "word": " في", "probability": 0.8974609375}, {"start": 84.03, "end": 84.33, "word": " مرحلة", "probability": 0.989990234375}, {"start": 84.33, "end": 84.49, "word": " ال", "probability": 0.9423828125}, {"start": 84.49, "end": 84.73, "word": " test", "probability": 0.8994140625}, {"start": 84.73, "end": 85.89, "word": " نعطي", "probability": 0.974609375}, {"start": 85.89, "end": 86.29, "word": " input", "probability": 0.84521484375}, {"start": 86.29, "end": 87.33, "word": " نضربه", "probability": 0.959228515625}, {"start": 87.33, "end": 87.61, "word": " في", "probability": 0.97119140625}, {"start": 87.61, "end": 88.03, "word": " ال", "probability": 0.9697265625}, {"start": 88.03, "end": 88.33, "word": " weights", "probability": 0.8447265625}, {"start": 88.33, "end": 88.69, "word": " هذه", "probability": 0.5703125}, {"start": 88.69, "end": 89.29, "word": " ال", "probability": 0.8203125}, {"start": 89.29, "end": 89.47, "word": " weights", "probability": 0.82373046875}, {"start": 89.47, "end": 89.69, "word": " بتاعة", "probability": 0.6609700520833334}, {"start": 89.69, "end": 90.11, "word": " الشبكة", "probability": 0.986328125}, {"start": 90.11, "end": 90.41, "word": " عشان", "probability": 0.9871419270833334}, {"start": 90.41, "end": 90.69, "word": " ناخد", "probability": 0.9925130208333334}, {"start": 90.69, "end": 90.81, "word": " ال", "probability": 0.951171875}, {"start": 90.81, "end": 91.21, "word": " output", "probability": 0.98779296875}, {"start": 91.21, "end": 91.61, "word": " و", "probability": 0.876953125}, {"start": 91.61, "end": 91.69, "word": " اللي", "probability": 0.918701171875}, {"start": 91.69, "end": 91.99, "word": " منقدر", "probability": 0.67333984375}, {"start": 91.99, "end": 92.23, "word": " ناخد", "probability": 0.994140625}, {"start": 92.23, "end": 92.43, "word": " منه", "probability": 0.990478515625}, {"start": 92.43, "end": 92.77, "word": " decision", "probability": 0.9658203125}, {"start": 92.77, "end": 93.17, "word": " خلاص", "probability": 0.9617513020833334}, {"start": 93.17, "end": 93.55, "word": " قرر", "probability": 0.9814453125}, {"start": 93.55, "end": 94.19, "word": " قرر", "probability": 0.8255208333333334}, {"start": 94.19, "end": 94.55, "word": " أما", "probability": 0.859619140625}, {"start": 94.55, "end": 94.71, "word": " في", "probability": 0.95654296875}, {"start": 94.71, "end": 94.81, "word": " ال", "probability": 0.93115234375}, {"start": 94.81, "end": 95.61, "word": " unsupervised", "probability": 0.9503580729166666}, {"start": 95.61, "end": 95.77, "word": " و", "probability": 0.77294921875}, {"start": 95.77, "end": 95.87, "word": " اللي", "probability": 0.961669921875}, {"start": 95.87, "end": 95.99, "word": " هو", "probability": 0.98486328125}, {"start": 95.99, "end": 96.41, "word": " موضوعنا", "probability": 0.9935546875}, {"start": 96.41, "end": 96.69, "word": " لهذا", "probability": 0.901611328125}, {"start": 96.69, "end": 97.09, "word": " اليوم", "probability": 0.974609375}, {"start": 97.09, "end": 97.69, "word": " فأنا", "probability": 0.8878580729166666}, {"start": 97.69, "end": 98.17, "word": " فعليا", "probability": 0.9364013671875}, {"start": 98.17, "end": 98.33, "word": " ما", "probability": 0.67578125}, {"start": 98.33, "end": 98.77, "word": " بعرفش", "probability": 0.9080403645833334}, {"start": 98.77, "end": 98.89, "word": " إيش", "probability": 0.8162434895833334}, {"start": 98.89, "end": 98.99, "word": " ال", "probability": 0.96044921875}, {"start": 98.99, "end": 99.29, "word": " output", "probability": 0.98974609375}, {"start": 99.29, "end": 100.93, "word": " الشبكة", "probability": 0.970458984375}, {"start": 100.93, "end": 101.23, "word": " عندها", "probability": 0.99267578125}, {"start": 101.23, "end": 101.57, "word": " input", "probability": 0.98779296875}, {"start": 101.57, "end": 102.29, "word": " بس", "probability": 0.987060546875}, {"start": 102.29, "end": 102.83, "word": " و", "probability": 0.6103515625}, {"start": 102.83, "end": 103.01, "word": " هي", "probability": 0.8271484375}, {"start": 103.01, "end": 103.19, "word": " من", "probability": 0.99755859375}, {"start": 103.19, "end": 103.55, "word": " خلال", "probability": 0.9967447916666666}, {"start": 103.55, "end": 103.67, "word": " ال", "probability": 0.98095703125}, {"start": 103.67, "end": 103.95, "word": " input", "probability": 0.9873046875}, {"start": 103.95, "end": 104.35, "word": " بس", "probability": 0.989990234375}, {"start": 104.35, "end": 105.55, "word": " بتتحاول", "probability": 0.84111328125}, {"start": 105.55, "end": 106.77, "word": " تحاول", "probability": 0.88818359375}, {"start": 106.77, "end": 107.43, "word": " تعمل", "probability": 0.9920247395833334}, {"start": 107.43, "end": 107.89, "word": " training", "probability": 0.93896484375}, {"start": 107.89, "end": 108.27, "word": " training", "probability": 0.54443359375}, {"start": 108.27, "end": 109.09, "word": " لإيش؟", "probability": 0.88251953125}], "temperature": 1.0}, {"id": 5, "seek": 13631, "start": 109.43, "end": 136.31, "text": "الحقيقة training ل ال attributes المتشابهة مع بعض بحيث أنه كل مجموعة inputs يكاد يكونوا إقراب من بعض في ال characteristics تبعتهم في ال attributes بتاعتهم بتحطهم كأنهم class لحالهم لكن مش عارفة هو ال class ده إيش بالظبط المهم أن هي بتعملهم class لحالهم طيب بظل التحدي في هذا النوع من أنواع ال learning هو أنه جديش عدد ال classes أساسا", "tokens": [6027, 5016, 38436, 28671, 3097, 5296, 2423, 17212, 9673, 2655, 8592, 16758, 3224, 3660, 20449, 45030, 11242, 4724, 5016, 1829, 12984, 14739, 3224, 28242, 3714, 7435, 2304, 2407, 27884, 15743, 7251, 4117, 18513, 7251, 30544, 14407, 11933, 4587, 2288, 16758, 9154, 45030, 11242, 8978, 2423, 10891, 6055, 3555, 34268, 16095, 8978, 2423, 17212, 39894, 995, 34268, 16095, 39894, 5016, 9566, 16095, 9122, 33456, 16095, 1508, 5296, 5016, 6027, 16095, 44381, 37893, 6225, 9640, 5172, 3660, 31439, 2423, 1508, 11778, 3224, 11933, 1829, 8592, 20666, 19913, 3555, 9566, 9673, 16095, 14739, 39896, 39894, 25957, 1211, 16095, 1508, 5296, 5016, 6027, 16095, 23032, 1829, 3555, 4724, 19913, 1211, 16712, 5016, 16254, 8978, 23758, 28239, 45367, 9154, 14739, 14407, 3615, 2423, 2539, 31439, 14739, 3224, 10874, 16254, 8592, 6225, 3215, 3215, 2423, 5359, 5551, 3794, 32277, 995], "avg_logprob": -0.13333334039758754, "compression_ratio": 1.8082191780821917, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 109.43, "end": 109.99, "word": "الحقيقة", "probability": 0.989013671875}, {"start": 109.99, "end": 110.41, "word": " training", "probability": 0.76318359375}, {"start": 110.41, "end": 111.07, "word": " ل", "probability": 0.75537109375}, {"start": 111.07, "end": 111.75, "word": " ال", "probability": 0.2108154296875}, {"start": 111.75, "end": 112.33, "word": " attributes", "probability": 0.865234375}, {"start": 112.33, "end": 113.73, "word": " المتشابهة", "probability": 0.939453125}, {"start": 113.73, "end": 113.85, "word": " مع", "probability": 0.9951171875}, {"start": 113.85, "end": 114.17, "word": " بعض", "probability": 0.996337890625}, {"start": 114.17, "end": 114.73, "word": " بحيث", "probability": 0.96533203125}, {"start": 114.73, "end": 115.05, "word": " أنه", "probability": 0.455078125}, {"start": 115.05, "end": 115.29, "word": " كل", "probability": 0.97412109375}, {"start": 115.29, "end": 115.77, "word": " مجموعة", "probability": 0.89697265625}, {"start": 115.77, "end": 116.31, "word": " inputs", "probability": 0.82470703125}, {"start": 116.31, "end": 117.25, "word": " يكاد", "probability": 0.9085286458333334}, {"start": 117.25, "end": 117.89, "word": " يكونوا", "probability": 0.9918619791666666}, {"start": 117.89, "end": 118.47, "word": " إقراب", "probability": 0.883056640625}, {"start": 118.47, "end": 118.63, "word": " من", "probability": 0.98779296875}, {"start": 118.63, "end": 118.99, "word": " بعض", "probability": 0.997802734375}, {"start": 118.99, "end": 119.21, "word": " في", "probability": 0.97900390625}, {"start": 119.21, "end": 119.55, "word": " ال", "probability": 0.96484375}, {"start": 119.55, "end": 120.19, "word": " characteristics", "probability": 0.96142578125}, {"start": 120.19, "end": 120.71, "word": " تبعتهم", "probability": 0.840576171875}, {"start": 120.71, "end": 120.85, "word": " في", "probability": 0.60400390625}, {"start": 120.85, "end": 121.07, "word": " ال", "probability": 0.9912109375}, {"start": 121.07, "end": 121.55, "word": " attributes", "probability": 0.9208984375}, {"start": 121.55, "end": 122.07, "word": " بتاعتهم", "probability": 0.9615478515625}, {"start": 122.07, "end": 123.11, "word": " بتحطهم", "probability": 0.9375}, {"start": 123.11, "end": 123.75, "word": " كأنهم", "probability": 0.9197591145833334}, {"start": 123.75, "end": 124.09, "word": " class", "probability": 0.9716796875}, {"start": 124.09, "end": 124.81, "word": " لحالهم", "probability": 0.9891357421875}, {"start": 124.81, "end": 125.55, "word": " لكن", "probability": 0.7744140625}, {"start": 125.55, "end": 125.89, "word": " مش", "probability": 0.982421875}, {"start": 125.89, "end": 126.23, "word": " عارفة", "probability": 0.9498291015625}, {"start": 126.23, "end": 126.35, "word": " هو", "probability": 0.94921875}, {"start": 126.35, "end": 126.47, "word": " ال", "probability": 0.93408203125}, {"start": 126.47, "end": 126.69, "word": " class", "probability": 0.947265625}, {"start": 126.69, "end": 126.91, "word": " ده", "probability": 0.58966064453125}, {"start": 126.91, "end": 127.07, "word": " إيش", "probability": 0.7831217447916666}, {"start": 127.07, "end": 127.81, "word": " بالظبط", "probability": 0.9871826171875}, {"start": 127.81, "end": 128.19, "word": " المهم", "probability": 0.939697265625}, {"start": 128.19, "end": 128.35, "word": " أن", "probability": 0.47998046875}, {"start": 128.35, "end": 128.51, "word": " هي", "probability": 0.48974609375}, {"start": 128.51, "end": 128.99, "word": " بتعملهم", "probability": 0.9520263671875}, {"start": 128.99, "end": 129.37, "word": " class", "probability": 0.98486328125}, {"start": 129.37, "end": 130.17, "word": " لحالهم", "probability": 0.9949951171875}, {"start": 130.17, "end": 130.81, "word": " طيب", "probability": 0.9173177083333334}, {"start": 130.81, "end": 131.25, "word": " بظل", "probability": 0.6111653645833334}, {"start": 131.25, "end": 131.81, "word": " التحدي", "probability": 0.9567057291666666}, {"start": 131.81, "end": 131.99, "word": " في", "probability": 0.97607421875}, {"start": 131.99, "end": 132.19, "word": " هذا", "probability": 0.97900390625}, {"start": 132.19, "end": 132.45, "word": " النوع", "probability": 0.99365234375}, {"start": 132.45, "end": 132.59, "word": " من", "probability": 0.99462890625}, {"start": 132.59, "end": 133.05, "word": " أنواع", "probability": 0.9718424479166666}, {"start": 133.05, "end": 133.47, "word": " ال", "probability": 0.896484375}, {"start": 133.47, "end": 133.91, "word": " learning", "probability": 0.96630859375}, {"start": 133.91, "end": 134.31, "word": " هو", "probability": 0.98583984375}, {"start": 134.31, "end": 134.53, "word": " أنه", "probability": 0.88720703125}, {"start": 134.53, "end": 134.97, "word": " جديش", "probability": 0.7482096354166666}, {"start": 134.97, "end": 135.27, "word": " عدد", "probability": 0.9892578125}, {"start": 135.27, "end": 135.39, "word": " ال", "probability": 0.8876953125}, {"start": 135.39, "end": 135.77, "word": " classes", "probability": 0.951171875}, {"start": 135.77, "end": 136.31, "word": " أساسا", "probability": 0.9693603515625}], "temperature": 1.0}, {"id": 6, "seek": 15591, "start": 136.99, "end": 155.91, "text": "هذه احنا عادة بدها تكون given عندنا لو مش معطية الحقيقة الموضوع بيكون كتير أصعب بتكون فيه إشكالية الحقيقة في فكرة أنه أعرف بالظبط ال database أو ال dimension data تبعتي جدش لازم يكون عدد ال classes تبعه منها", "tokens": [3224, 24192, 1975, 5016, 8315, 6225, 18513, 3660, 47525, 11296, 6055, 30544, 2212, 43242, 8315, 45164, 37893, 20449, 9566, 10632, 21542, 38436, 28671, 9673, 2407, 11242, 45367, 4724, 1829, 30544, 9122, 2655, 13546, 5551, 9381, 3615, 3555, 39894, 30544, 8978, 3224, 11933, 8592, 4117, 6027, 10632, 21542, 38436, 28671, 8978, 6156, 4117, 25720, 14739, 3224, 5551, 3615, 28480, 20666, 19913, 3555, 9566, 2423, 8149, 34051, 2423, 10139, 1412, 6055, 3555, 3615, 31371, 10874, 3215, 8592, 5296, 31377, 2304, 7251, 30544, 6225, 3215, 3215, 2423, 5359, 6055, 3555, 3615, 3224, 9154, 11296], "avg_logprob": -0.16253396415192148, "compression_ratio": 1.602803738317757, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 136.99, "end": 137.33, "word": "هذه", "probability": 0.8271484375}, {"start": 137.33, "end": 137.55, "word": " احنا", "probability": 0.8257649739583334}, {"start": 137.55, "end": 137.95, "word": " عادة", "probability": 0.970703125}, {"start": 137.95, "end": 138.55, "word": " بدها", "probability": 0.7353515625}, {"start": 138.55, "end": 138.79, "word": " تكون", "probability": 0.990966796875}, {"start": 138.79, "end": 139.11, "word": " given", "probability": 0.80126953125}, {"start": 139.11, "end": 139.93, "word": " عندنا", "probability": 0.61334228515625}, {"start": 139.93, "end": 140.23, "word": " لو", "probability": 0.8125}, {"start": 140.23, "end": 140.51, "word": " مش", "probability": 0.98486328125}, {"start": 140.51, "end": 141.05, "word": " معطية", "probability": 0.5519205729166666}, {"start": 141.05, "end": 141.49, "word": " الحقيقة", "probability": 0.8982747395833334}, {"start": 141.49, "end": 141.81, "word": " الموضوع", "probability": 0.978759765625}, {"start": 141.81, "end": 142.09, "word": " بيكون", "probability": 0.8624674479166666}, {"start": 142.09, "end": 142.37, "word": " كتير", "probability": 0.7256673177083334}, {"start": 142.37, "end": 142.77, "word": " أصعب", "probability": 0.9432373046875}, {"start": 142.77, "end": 144.13, "word": " بتكون", "probability": 0.808349609375}, {"start": 144.13, "end": 144.39, "word": " فيه", "probability": 0.886962890625}, {"start": 144.39, "end": 144.91, "word": " إشكالية", "probability": 0.914453125}, {"start": 144.91, "end": 145.29, "word": " الحقيقة", "probability": 0.9031575520833334}, {"start": 145.29, "end": 145.41, "word": " في", "probability": 0.93359375}, {"start": 145.41, "end": 145.79, "word": " فكرة", "probability": 0.97119140625}, {"start": 145.79, "end": 146.61, "word": " أنه", "probability": 0.78759765625}, {"start": 146.61, "end": 147.25, "word": " أعرف", "probability": 0.9236653645833334}, {"start": 147.25, "end": 148.15, "word": " بالظبط", "probability": 0.97607421875}, {"start": 148.15, "end": 148.71, "word": " ال", "probability": 0.98486328125}, {"start": 148.71, "end": 150.29, "word": " database", "probability": 0.609375}, {"start": 150.29, "end": 150.57, "word": " أو", "probability": 0.6962890625}, {"start": 150.57, "end": 150.65, "word": " ال", "probability": 0.974609375}, {"start": 150.65, "end": 151.11, "word": " dimension", "probability": 0.98291015625}, {"start": 151.11, "end": 151.85, "word": " data", "probability": 0.56396484375}, {"start": 151.85, "end": 152.39, "word": " تبعتي", "probability": 0.9404296875}, {"start": 152.39, "end": 153.33, "word": " جدش", "probability": 0.8046875}, {"start": 153.33, "end": 153.59, "word": " لازم", "probability": 0.9765625}, {"start": 153.59, "end": 153.83, "word": " يكون", "probability": 0.994873046875}, {"start": 153.83, "end": 154.55, "word": " عدد", "probability": 0.9847005208333334}, {"start": 154.55, "end": 154.95, "word": " ال", "probability": 0.95947265625}, {"start": 154.95, "end": 155.29, "word": " classes", "probability": 0.94677734375}, {"start": 155.29, "end": 155.67, "word": " تبعه", "probability": 0.925048828125}, {"start": 155.67, "end": 155.91, "word": " منها", "probability": 0.98486328125}], "temperature": 1.0}, {"id": 7, "seek": 18343, "start": 157.21, "end": 183.43, "text": "بكل بساطة اللي بدنا نعمله هدخل مجموعة ال input ومجموعة ال input هذه بتدخل ل neural network تحاول تقيس ال attributes تبعتها و ال attributes هذه هي اللي هتفرج تعمل عملية matching او similarity نشوف وين في similarity و وين في dissimilarity بنقدر بناء عليها نحدد جداش ال group هذا او ال cluster", "tokens": [3555, 28820, 4724, 3794, 41193, 3660, 13672, 1829, 47525, 8315, 8717, 25957, 43761, 8032, 3215, 9778, 1211, 3714, 7435, 2304, 2407, 27884, 2423, 4846, 4032, 2304, 7435, 2304, 2407, 27884, 2423, 4846, 29538, 39894, 3215, 9778, 1211, 5296, 18161, 3209, 6055, 5016, 995, 12610, 6055, 38436, 3794, 2423, 17212, 6055, 3555, 34268, 11296, 4032, 2423, 17212, 29538, 39896, 13672, 1829, 8032, 2655, 5172, 47341, 6055, 25957, 1211, 6225, 42213, 10632, 14324, 1975, 2407, 32194, 8717, 8592, 38688, 4032, 9957, 8978, 32194, 4032, 4032, 9957, 8978, 7802, 332, 2202, 507, 44945, 28543, 2288, 44945, 16606, 25894, 11296, 8717, 24401, 3215, 10874, 3215, 33599, 2423, 1594, 23758, 1975, 2407, 2423, 13630], "avg_logprob": -0.14886364313689146, "compression_ratio": 1.7349397590361446, "no_speech_prob": 0.0, "words": [{"start": 157.21, "end": 157.63, "word": "بكل", "probability": 0.97216796875}, {"start": 157.63, "end": 158.15, "word": " بساطة", "probability": 0.9891357421875}, {"start": 158.15, "end": 158.67, "word": " اللي", "probability": 0.736572265625}, {"start": 158.67, "end": 158.89, "word": " بدنا", "probability": 0.946044921875}, {"start": 158.89, "end": 159.27, "word": " نعمله", "probability": 0.9820963541666666}, {"start": 159.27, "end": 159.73, "word": " هدخل", "probability": 0.9307861328125}, {"start": 159.73, "end": 160.03, "word": " مجموعة", "probability": 0.9173828125}, {"start": 160.03, "end": 160.19, "word": " ال", "probability": 0.9111328125}, {"start": 160.19, "end": 160.45, "word": " input", "probability": 0.371826171875}, {"start": 160.45, "end": 161.09, "word": " ومجموعة", "probability": 0.880615234375}, {"start": 161.09, "end": 161.21, "word": " ال", "probability": 0.9912109375}, {"start": 161.21, "end": 161.41, "word": " input", "probability": 0.8212890625}, {"start": 161.41, "end": 161.69, "word": " هذه", "probability": 0.462890625}, {"start": 161.69, "end": 162.07, "word": " بتدخل", "probability": 0.934814453125}, {"start": 162.07, "end": 162.19, "word": " ل", "probability": 0.429443359375}, {"start": 162.19, "end": 162.77, "word": " neural", "probability": 0.6796875}, {"start": 162.77, "end": 163.35, "word": " network", "probability": 0.970703125}, {"start": 163.35, "end": 163.99, "word": " تحاول", "probability": 0.9688720703125}, {"start": 163.99, "end": 165.41, "word": " تقيس", "probability": 0.8084309895833334}, {"start": 165.41, "end": 165.91, "word": " ال", "probability": 0.98828125}, {"start": 165.91, "end": 166.37, "word": " attributes", "probability": 0.9375}, {"start": 166.37, "end": 167.05, "word": " تبعتها", "probability": 0.9569091796875}, {"start": 167.05, "end": 167.53, "word": " و", "probability": 0.54296875}, {"start": 167.53, "end": 167.61, "word": " ال", "probability": 0.72119140625}, {"start": 167.61, "end": 168.03, "word": " attributes", "probability": 0.87109375}, {"start": 168.03, "end": 168.53, "word": " هذه", "probability": 0.80126953125}, {"start": 168.53, "end": 169.11, "word": " هي", "probability": 0.9208984375}, {"start": 169.11, "end": 169.31, "word": " اللي", "probability": 0.99072265625}, {"start": 169.31, "end": 169.87, "word": " هتفرج", "probability": 0.86962890625}, {"start": 169.87, "end": 170.41, "word": " تعمل", "probability": 0.9591471354166666}, {"start": 170.41, "end": 171.21, "word": " عملية", "probability": 0.9874674479166666}, {"start": 171.21, "end": 172.25, "word": " matching", "probability": 0.8876953125}, {"start": 172.25, "end": 172.53, "word": " او", "probability": 0.835205078125}, {"start": 172.53, "end": 173.15, "word": " similarity", "probability": 0.9736328125}, {"start": 173.15, "end": 174.15, "word": " نشوف", "probability": 0.752685546875}, {"start": 174.15, "end": 174.47, "word": " وين", "probability": 0.927978515625}, {"start": 174.47, "end": 174.67, "word": " في", "probability": 0.947265625}, {"start": 174.67, "end": 175.29, "word": " similarity", "probability": 0.484619140625}, {"start": 175.29, "end": 175.59, "word": " و", "probability": 0.9873046875}, {"start": 175.59, "end": 175.71, "word": " وين", "probability": 0.7763671875}, {"start": 175.71, "end": 175.87, "word": " في", "probability": 0.97119140625}, {"start": 175.87, "end": 176.63, "word": " dissimilarity", "probability": 0.968505859375}, {"start": 176.63, "end": 177.39, "word": " بنقدر", "probability": 0.96533203125}, {"start": 177.39, "end": 177.65, "word": " بناء", "probability": 0.910400390625}, {"start": 177.65, "end": 178.03, "word": " عليها", "probability": 0.955322265625}, {"start": 178.03, "end": 178.91, "word": " نحدد", "probability": 0.7991536458333334}, {"start": 178.91, "end": 179.81, "word": " جداش", "probability": 0.7415364583333334}, {"start": 179.81, "end": 181.25, "word": " ال", "probability": 0.7470703125}, {"start": 181.25, "end": 182.01, "word": " group", "probability": 0.912109375}, {"start": 182.01, "end": 182.33, "word": " هذا", "probability": 0.7412109375}, {"start": 182.33, "end": 182.57, "word": " او", "probability": 0.860595703125}, {"start": 182.57, "end": 182.91, "word": " ال", "probability": 0.96630859375}, {"start": 182.91, "end": 183.43, "word": " cluster", "probability": 0.97021484375}], "temperature": 1.0}, {"id": 8, "seek": 20681, "start": 184.15, "end": 206.81, "text": "ال cluster اللي هو إجروب من ال features أو إجروب من ال inputs بقدر أقول إن هدولة class واحد cluster واحد cluster واحد أو عنقود واحد فهم ينتموا لنفس ال category فمن خلال موضوع نلاقي ال unsupervised learning وهين عرفنا إيش الاختلاف بينه وبين ال supervised هنتكلم introduction هنتكلم عن ال hepian learning وهذا هو", "tokens": [6027, 13630, 13672, 1829, 31439, 11933, 7435, 2288, 37746, 9154, 2423, 4122, 34051, 11933, 7435, 2288, 37746, 9154, 2423, 15743, 4724, 28543, 2288, 5551, 39648, 36145, 8032, 3215, 12610, 3660, 1508, 36764, 24401, 13630, 36764, 24401, 13630, 36764, 24401, 34051, 18871, 4587, 23328, 36764, 24401, 6156, 16095, 7251, 29399, 2304, 14407, 5296, 1863, 36178, 2423, 7719, 6156, 27842, 16490, 1211, 6027, 3714, 2407, 11242, 45367, 8717, 15040, 38436, 2423, 2693, 12879, 24420, 2539, 37037, 9957, 6225, 28480, 8315, 11933, 1829, 8592, 2423, 47283, 2655, 15040, 5172, 49374, 3224, 46599, 9957, 2423, 46533, 8032, 29399, 4117, 19528, 9339, 8032, 29399, 4117, 19528, 18871, 2423, 26299, 952, 2539, 37037, 15730, 31439], "avg_logprob": -0.16903408603234724, "compression_ratio": 1.7837837837837838, "no_speech_prob": 7.152557373046875e-07, "words": [{"start": 184.15, "end": 184.27, "word": "ال", "probability": 0.8779296875}, {"start": 184.27, "end": 184.69, "word": " cluster", "probability": 0.79345703125}, {"start": 184.69, "end": 185.19, "word": " اللي", "probability": 0.891845703125}, {"start": 185.19, "end": 185.41, "word": " هو", "probability": 0.98486328125}, {"start": 185.41, "end": 185.89, "word": " إجروب", "probability": 0.71221923828125}, {"start": 185.89, "end": 186.15, "word": " من", "probability": 0.9951171875}, {"start": 186.15, "end": 186.77, "word": " ال", "probability": 0.9765625}, {"start": 186.77, "end": 187.27, "word": " features", "probability": 0.8046875}, {"start": 187.27, "end": 187.57, "word": " أو", "probability": 0.927734375}, {"start": 187.57, "end": 187.89, "word": " إجروب", "probability": 0.9493408203125}, {"start": 187.89, "end": 188.07, "word": " من", "probability": 0.99609375}, {"start": 188.07, "end": 188.19, "word": " ال", "probability": 0.978515625}, {"start": 188.19, "end": 188.55, "word": " inputs", "probability": 0.75390625}, {"start": 188.55, "end": 189.09, "word": " بقدر", "probability": 0.9444986979166666}, {"start": 189.09, "end": 189.25, "word": " أقول", "probability": 0.931884765625}, {"start": 189.25, "end": 189.35, "word": " إن", "probability": 0.8447265625}, {"start": 189.35, "end": 189.71, "word": " هدولة", "probability": 0.828857421875}, {"start": 189.71, "end": 190.07, "word": " class", "probability": 0.94775390625}, {"start": 190.07, "end": 190.59, "word": " واحد", "probability": 0.98291015625}, {"start": 190.59, "end": 191.19, "word": " cluster", "probability": 0.427734375}, {"start": 191.19, "end": 191.79, "word": " واحد", "probability": 0.977783203125}, {"start": 191.79, "end": 192.37, "word": " cluster", "probability": 0.71240234375}, {"start": 192.37, "end": 192.79, "word": " واحد", "probability": 0.98583984375}, {"start": 192.79, "end": 192.93, "word": " أو", "probability": 0.84619140625}, {"start": 192.93, "end": 193.45, "word": " عنقود", "probability": 0.9269205729166666}, {"start": 193.45, "end": 193.99, "word": " واحد", "probability": 0.987060546875}, {"start": 193.99, "end": 194.51, "word": " فهم", "probability": 0.8427734375}, {"start": 194.51, "end": 194.95, "word": " ينتموا", "probability": 0.969970703125}, {"start": 194.95, "end": 195.25, "word": " لنفس", "probability": 0.9850260416666666}, {"start": 195.25, "end": 195.71, "word": " ال", "probability": 0.81201171875}, {"start": 195.71, "end": 196.07, "word": " category", "probability": 0.986328125}, {"start": 196.07, "end": 197.03, "word": " فمن", "probability": 0.97021484375}, {"start": 197.03, "end": 197.43, "word": " خلال", "probability": 0.9952799479166666}, {"start": 197.43, "end": 197.91, "word": " موضوع", "probability": 0.98583984375}, {"start": 197.91, "end": 198.17, "word": " نلاقي", "probability": 0.8040364583333334}, {"start": 198.17, "end": 198.29, "word": " ال", "probability": 0.5595703125}, {"start": 198.29, "end": 198.93, "word": " unsupervised", "probability": 0.8023274739583334}, {"start": 198.93, "end": 199.83, "word": " learning", "probability": 0.94970703125}, {"start": 199.83, "end": 200.29, "word": " وهين", "probability": 0.623046875}, {"start": 200.29, "end": 200.61, "word": " عرفنا", "probability": 0.9464518229166666}, {"start": 200.61, "end": 200.73, "word": " إيش", "probability": 0.800048828125}, {"start": 200.73, "end": 201.07, "word": " الاختلاف", "probability": 0.90673828125}, {"start": 201.07, "end": 201.29, "word": " بينه", "probability": 0.7269287109375}, {"start": 201.29, "end": 201.55, "word": " وبين", "probability": 0.93505859375}, {"start": 201.55, "end": 202.03, "word": " ال", "probability": 0.7802734375}, {"start": 202.03, "end": 202.43, "word": " supervised", "probability": 0.9111328125}, {"start": 202.43, "end": 203.01, "word": " هنتكلم", "probability": 0.9305419921875}, {"start": 203.01, "end": 203.63, "word": " introduction", "probability": 0.8955078125}, {"start": 203.63, "end": 204.35, "word": " هنتكلم", "probability": 0.95849609375}, {"start": 204.35, "end": 204.53, "word": " عن", "probability": 0.99169921875}, {"start": 204.53, "end": 204.67, "word": " ال", "probability": 0.9873046875}, {"start": 204.67, "end": 205.09, "word": " hepian", "probability": 0.40655517578125}, {"start": 205.09, "end": 205.99, "word": " learning", "probability": 0.94580078125}, {"start": 205.99, "end": 206.57, "word": " وهذا", "probability": 0.7431640625}, {"start": 206.57, "end": 206.81, "word": " هو", "probability": 0.9951171875}], "temperature": 1.0}, {"id": 9, "seek": 22965, "start": 207.63, "end": 229.65, "text": "أول واحد فكر في هذا الموضوع اللي هو Donald Hiep، هنتكلم عنه، ثم هنعمل generalizing أو لهيبيان learning algorithm، ال algorithm اللي استخدمه Hiep أو Donald Hiep، بدنا نشوف كيف ممكن نعمله generalization بحيث أنه يكون قادر أنه يشتغل بشكل كامل على معظم أو عدة تطبيقات أخرى، بعدين هنروح ل competitive", "tokens": [10721, 12610, 36764, 24401, 6156, 37983, 8978, 23758, 9673, 2407, 11242, 45367, 13672, 1829, 31439, 8632, 389, 414, 79, 12399, 8032, 29399, 4117, 19528, 18871, 3224, 12399, 38637, 2304, 8032, 1863, 25957, 1211, 2674, 3319, 34051, 46740, 1829, 21292, 7649, 2539, 9284, 12399, 2423, 9284, 13672, 1829, 44713, 9778, 40448, 3224, 389, 414, 79, 34051, 8632, 389, 414, 79, 12399, 47525, 8315, 8717, 8592, 38688, 9122, 33911, 3714, 43020, 8717, 25957, 43761, 2674, 2144, 4724, 5016, 1829, 12984, 14739, 3224, 7251, 30544, 12174, 18513, 2288, 14739, 3224, 7251, 8592, 2655, 17082, 1211, 4724, 8592, 28820, 9122, 10943, 1211, 15844, 20449, 19913, 2304, 34051, 6225, 41891, 6055, 9566, 21292, 4587, 9307, 5551, 34740, 7578, 12399, 39182, 9957, 8032, 1863, 32887, 5016, 5296, 10043], "avg_logprob": -0.16463414222244324, "compression_ratio": 1.612099644128114, "no_speech_prob": 1.8477439880371094e-06, "words": [{"start": 207.63, "end": 207.97, "word": "أول", "probability": 0.98046875}, {"start": 207.97, "end": 208.21, "word": " واحد", "probability": 0.98828125}, {"start": 208.21, "end": 208.53, "word": " فكر", "probability": 0.97705078125}, {"start": 208.53, "end": 208.65, "word": " في", "probability": 0.9638671875}, {"start": 208.65, "end": 208.81, "word": " هذا", "probability": 0.9130859375}, {"start": 208.81, "end": 209.09, "word": " الموضوع", "probability": 0.998046875}, {"start": 209.09, "end": 209.23, "word": " اللي", "probability": 0.90966796875}, {"start": 209.23, "end": 209.39, "word": " هو", "probability": 0.9794921875}, {"start": 209.39, "end": 209.97, "word": " Donald", "probability": 0.89599609375}, {"start": 209.97, "end": 210.39, "word": " Hiep،", "probability": 0.40374755859375}, {"start": 210.39, "end": 210.95, "word": " هنتكلم", "probability": 0.84222412109375}, {"start": 210.95, "end": 211.55, "word": " عنه،", "probability": 0.8313802083333334}, {"start": 211.55, "end": 211.77, "word": " ثم", "probability": 0.993408203125}, {"start": 211.77, "end": 212.11, "word": " هنعمل", "probability": 0.966552734375}, {"start": 212.11, "end": 212.93, "word": " generalizing", "probability": 0.7744140625}, {"start": 212.93, "end": 213.25, "word": " أو", "probability": 0.6630859375}, {"start": 213.25, "end": 214.45, "word": " لهيبيان", "probability": 0.575927734375}, {"start": 214.45, "end": 215.43, "word": " learning", "probability": 0.61767578125}, {"start": 215.43, "end": 216.67, "word": " algorithm،", "probability": 0.6671142578125}, {"start": 216.67, "end": 216.77, "word": " ال", "probability": 0.84033203125}, {"start": 216.77, "end": 217.09, "word": " algorithm", "probability": 0.830078125}, {"start": 217.09, "end": 217.25, "word": " اللي", "probability": 0.977294921875}, {"start": 217.25, "end": 217.93, "word": " استخدمه", "probability": 0.92138671875}, {"start": 217.93, "end": 218.65, "word": " Hiep", "probability": 0.77099609375}, {"start": 218.65, "end": 218.89, "word": " أو", "probability": 0.71923828125}, {"start": 218.89, "end": 219.19, "word": " Donald", "probability": 0.9453125}, {"start": 219.19, "end": 219.79, "word": " Hiep،", "probability": 0.8743896484375}, {"start": 219.79, "end": 220.01, "word": " بدنا", "probability": 0.939453125}, {"start": 220.01, "end": 220.23, "word": " نشوف", "probability": 0.9928385416666666}, {"start": 220.23, "end": 220.39, "word": " كيف", "probability": 0.94140625}, {"start": 220.39, "end": 220.61, "word": " ممكن", "probability": 0.95166015625}, {"start": 220.61, "end": 220.93, "word": " نعمله", "probability": 0.8994140625}, {"start": 220.93, "end": 221.79, "word": " generalization", "probability": 0.94677734375}, {"start": 221.79, "end": 222.55, "word": " بحيث", "probability": 0.8438720703125}, {"start": 222.55, "end": 222.75, "word": " أنه", "probability": 0.721923828125}, {"start": 222.75, "end": 222.99, "word": " يكون", "probability": 0.9931640625}, {"start": 222.99, "end": 223.45, "word": " قادر", "probability": 0.9920247395833334}, {"start": 223.45, "end": 223.69, "word": " أنه", "probability": 0.7103271484375}, {"start": 223.69, "end": 224.01, "word": " يشتغل", "probability": 0.99658203125}, {"start": 224.01, "end": 224.45, "word": " بشكل", "probability": 0.9934895833333334}, {"start": 224.45, "end": 225.23, "word": " كامل", "probability": 0.9970703125}, {"start": 225.23, "end": 225.41, "word": " على", "probability": 0.93310546875}, {"start": 225.41, "end": 225.91, "word": " معظم", "probability": 0.9635416666666666}, {"start": 225.91, "end": 226.49, "word": " أو", "probability": 0.7490234375}, {"start": 226.49, "end": 227.27, "word": " عدة", "probability": 0.96484375}, {"start": 227.27, "end": 227.93, "word": " تطبيقات", "probability": 0.98916015625}, {"start": 227.93, "end": 228.63, "word": " أخرى،", "probability": 0.9610595703125}, {"start": 228.63, "end": 228.87, "word": " بعدين", "probability": 0.96875}, {"start": 228.87, "end": 229.17, "word": " هنروح", "probability": 0.986328125}, {"start": 229.17, "end": 229.25, "word": " ل", "probability": 0.51953125}, {"start": 229.25, "end": 229.65, "word": " competitive", "probability": 0.52685546875}], "temperature": 1.0}, {"id": 10, "seek": 24612, "start": 230.14, "end": 246.12, "text": "learning أو التعلم التنافسي ثم ال self-organizing computational map أو ال SOM اختصارا self-organizing map اللي هي واحدة من أنواع او الشكل تبع ال competitive learning", "tokens": [47204, 34051, 16712, 3615, 19528, 16712, 8315, 36178, 1829, 38637, 2304, 2423, 2698, 12, 12372, 3319, 28270, 4471, 34051, 2423, 318, 5251, 1975, 46456, 9381, 9640, 995, 2698, 12, 12372, 3319, 4471, 13672, 1829, 39896, 36764, 24401, 3660, 9154, 14739, 14407, 3615, 1975, 2407, 25124, 28820, 6055, 3555, 3615, 2423, 10043, 2539], "avg_logprob": -0.14504716756208888, "compression_ratio": 1.3780487804878048, "no_speech_prob": 8.881092071533203e-06, "words": [{"start": 230.14, "end": 230.84, "word": "learning", "probability": 0.74169921875}, {"start": 230.84, "end": 231.44, "word": " أو", "probability": 0.7783203125}, {"start": 231.44, "end": 232.08, "word": " التعلم", "probability": 0.9521484375}, {"start": 232.08, "end": 233.04, "word": " التنافسي", "probability": 0.95263671875}, {"start": 233.04, "end": 233.72, "word": " ثم", "probability": 0.921630859375}, {"start": 233.72, "end": 234.26, "word": " ال", "probability": 0.90283203125}, {"start": 234.26, "end": 234.6, "word": " self", "probability": 0.77001953125}, {"start": 234.6, "end": 235.58, "word": "-organizing", "probability": 0.7715657552083334}, {"start": 235.58, "end": 236.42, "word": " computational", "probability": 0.96240234375}, {"start": 236.42, "end": 236.88, "word": " map", "probability": 0.9619140625}, {"start": 236.88, "end": 237.12, "word": " أو", "probability": 0.67529296875}, {"start": 237.12, "end": 237.64, "word": " ال", "probability": 0.9580078125}, {"start": 237.64, "end": 238.1, "word": " SOM", "probability": 0.701416015625}, {"start": 238.1, "end": 239.18, "word": " اختصارا", "probability": 0.95537109375}, {"start": 239.18, "end": 239.66, "word": " self", "probability": 0.66015625}, {"start": 239.66, "end": 240.34, "word": "-organizing", "probability": 0.87109375}, {"start": 240.34, "end": 240.66, "word": " map", "probability": 0.8984375}, {"start": 240.66, "end": 241.08, "word": " اللي", "probability": 0.92138671875}, {"start": 241.08, "end": 241.4, "word": " هي", "probability": 0.89794921875}, {"start": 241.4, "end": 242.12, "word": " واحدة", "probability": 0.9485677083333334}, {"start": 242.12, "end": 242.24, "word": " من", "probability": 0.99560546875}, {"start": 242.24, "end": 242.76, "word": " أنواع", "probability": 0.8863932291666666}, {"start": 242.76, "end": 243.42, "word": " او", "probability": 0.60003662109375}, {"start": 243.42, "end": 244.44, "word": " الشكل", "probability": 0.970947265625}, {"start": 244.44, "end": 245.08, "word": " تبع", "probability": 0.9689127604166666}, {"start": 245.08, "end": 245.2, "word": " ال", "probability": 0.8779296875}, {"start": 245.2, "end": 245.54, "word": " competitive", "probability": 0.97900390625}, {"start": 245.54, "end": 246.12, "word": " learning", "probability": 0.95654296875}], "temperature": 1.0}, {"id": 11, "seek": 26811, "start": 246.93, "end": 268.11, "text": "هنتكلم عنها ثم نجمل موضوعنا و نكون بذلك يعني تحدثنا عن ال unsupervised learning فال supervised زي ما قولنا سابقا بقدر أسميه supervised أو active learning أو active learning و هذا هو اللي احنا أشتغلنا عليه سابقا لكن في المقابل في نوع آخر هو ال unsupervised اللي احنا الآن بصدده اللي احنا الآن", "tokens": [3224, 29399, 4117, 19528, 18871, 11296, 38637, 2304, 8717, 7435, 42213, 3714, 2407, 11242, 45367, 8315, 4032, 8717, 30544, 4724, 8848, 23275, 37495, 22653, 6055, 24401, 12984, 8315, 18871, 2423, 2693, 12879, 24420, 2539, 6156, 6027, 46533, 30767, 1829, 19446, 12174, 12610, 8315, 8608, 16758, 4587, 995, 4724, 28543, 2288, 5551, 38251, 1829, 3224, 46533, 34051, 4967, 2539, 34051, 4967, 2539, 4032, 23758, 31439, 13672, 1829, 1975, 5016, 8315, 5551, 8592, 2655, 17082, 1211, 8315, 47356, 8608, 16758, 4587, 995, 44381, 8978, 9673, 4587, 16758, 1211, 8978, 8717, 45367, 19753, 34740, 31439, 2423, 2693, 12879, 24420, 13672, 1829, 1975, 5016, 8315, 6024, 48506, 4724, 9381, 3215, 3215, 3224, 13672, 1829, 1975, 5016, 8315, 6024, 48506], "avg_logprob": -0.11819774028042267, "compression_ratio": 1.9313304721030042, "no_speech_prob": 4.589557647705078e-06, "words": [{"start": 246.93, "end": 247.49, "word": "هنتكلم", "probability": 0.8646240234375}, {"start": 247.49, "end": 247.83, "word": " عنها", "probability": 0.99072265625}, {"start": 247.83, "end": 248.41, "word": " ثم", "probability": 0.831787109375}, {"start": 248.41, "end": 249.09, "word": " نجمل", "probability": 0.9650065104166666}, {"start": 249.09, "end": 250.09, "word": " موضوعنا", "probability": 0.9953125}, {"start": 250.09, "end": 250.25, "word": " و", "probability": 0.97998046875}, {"start": 250.25, "end": 250.51, "word": " نكون", "probability": 0.834228515625}, {"start": 250.51, "end": 250.97, "word": " بذلك", "probability": 0.7943522135416666}, {"start": 250.97, "end": 251.75, "word": " يعني", "probability": 0.804443359375}, {"start": 251.75, "end": 252.47, "word": " تحدثنا", "probability": 0.90869140625}, {"start": 252.47, "end": 252.61, "word": " عن", "probability": 0.998046875}, {"start": 252.61, "end": 252.71, "word": " ال", "probability": 0.92919921875}, {"start": 252.71, "end": 253.35, "word": " unsupervised", "probability": 0.8751627604166666}, {"start": 253.35, "end": 254.07, "word": " learning", "probability": 0.95556640625}, {"start": 254.07, "end": 255.63, "word": " فال", "probability": 0.806396484375}, {"start": 255.63, "end": 256.01, "word": " supervised", "probability": 0.767578125}, {"start": 256.01, "end": 256.59, "word": " زي", "probability": 0.961669921875}, {"start": 256.59, "end": 256.69, "word": " ما", "probability": 0.9345703125}, {"start": 256.69, "end": 256.95, "word": " قولنا", "probability": 0.89990234375}, {"start": 256.95, "end": 257.35, "word": " سابقا", "probability": 0.9915771484375}, {"start": 257.35, "end": 257.67, "word": " بقدر", "probability": 0.9744466145833334}, {"start": 257.67, "end": 258.01, "word": " أسميه", "probability": 0.7884521484375}, {"start": 258.01, "end": 258.59, "word": " supervised", "probability": 0.908203125}, {"start": 258.59, "end": 258.89, "word": " أو", "probability": 0.78759765625}, {"start": 258.89, "end": 259.61, "word": " active", "probability": 0.951171875}, {"start": 259.61, "end": 260.43, "word": " learning", "probability": 0.95703125}, {"start": 260.43, "end": 260.69, "word": " أو", "probability": 0.60595703125}, {"start": 260.69, "end": 260.97, "word": " active", "probability": 0.91845703125}, {"start": 260.97, "end": 261.35, "word": " learning", "probability": 0.94775390625}, {"start": 261.35, "end": 261.47, "word": " و", "probability": 0.57666015625}, {"start": 261.47, "end": 261.59, "word": " هذا", "probability": 0.7626953125}, {"start": 261.59, "end": 261.75, "word": " هو", "probability": 0.9658203125}, {"start": 261.75, "end": 261.89, "word": " اللي", "probability": 0.981689453125}, {"start": 261.89, "end": 262.03, "word": " احنا", "probability": 0.85400390625}, {"start": 262.03, "end": 262.43, "word": " أشتغلنا", "probability": 0.931396484375}, {"start": 262.43, "end": 262.61, "word": " عليه", "probability": 0.99365234375}, {"start": 262.61, "end": 263.11, "word": " سابقا", "probability": 0.9935302734375}, {"start": 263.11, "end": 263.63, "word": " لكن", "probability": 0.49365234375}, {"start": 263.63, "end": 263.79, "word": " في", "probability": 0.8935546875}, {"start": 263.79, "end": 264.29, "word": " المقابل", "probability": 0.992919921875}, {"start": 264.29, "end": 264.43, "word": " في", "probability": 0.83154296875}, {"start": 264.43, "end": 264.61, "word": " نوع", "probability": 0.974365234375}, {"start": 264.61, "end": 264.95, "word": " آخر", "probability": 0.76953125}, {"start": 264.95, "end": 265.15, "word": " هو", "probability": 0.97802734375}, {"start": 265.15, "end": 265.27, "word": " ال", "probability": 0.96728515625}, {"start": 265.27, "end": 265.93, "word": " unsupervised", "probability": 0.9757486979166666}, {"start": 265.93, "end": 266.49, "word": " اللي", "probability": 0.97216796875}, {"start": 266.49, "end": 266.67, "word": " احنا", "probability": 0.9244791666666666}, {"start": 266.67, "end": 266.87, "word": " الآن", "probability": 0.732666015625}, {"start": 266.87, "end": 267.47, "word": " بصدده", "probability": 0.92470703125}, {"start": 267.47, "end": 267.73, "word": " اللي", "probability": 0.9619140625}, {"start": 267.73, "end": 267.87, "word": " احنا", "probability": 0.9474283854166666}, {"start": 267.87, "end": 268.11, "word": " الآن", "probability": 0.8076171875}], "temperature": 1.0}, {"id": 12, "seek": 28154, "start": 268.82, "end": 281.54, "text": "بصددوا طيب في المقابل بالنسبة ل ال supervised يوجد ال unsupervised او ال self-organized learning بمعنى التعلم الذاتي ان مافيش مدرس هو في شواهد", "tokens": [3555, 9381, 3215, 3215, 14407, 23032, 1829, 3555, 8978, 9673, 4587, 16758, 1211, 20666, 1863, 35457, 3660, 5296, 2423, 46533, 7251, 29245, 3215, 2423, 2693, 12879, 24420, 1975, 2407, 2423, 2698, 12, 12372, 1602, 2539, 4724, 2304, 3615, 1863, 7578, 16712, 3615, 19528, 32545, 9307, 1829, 16472, 19446, 41185, 8592, 3714, 3215, 2288, 3794, 31439, 8978, 13412, 14407, 3224, 3215], "avg_logprob": -0.1492059377373242, "compression_ratio": 1.391025641025641, "no_speech_prob": 4.8100948333740234e-05, "words": [{"start": 268.82, "end": 269.42, "word": "بصددوا", "probability": 0.75244140625}, {"start": 269.42, "end": 270.02, "word": " طيب", "probability": 0.7755533854166666}, {"start": 270.02, "end": 270.5, "word": " في", "probability": 0.88916015625}, {"start": 270.5, "end": 271.52, "word": " المقابل", "probability": 0.9813232421875}, {"start": 271.52, "end": 272.18, "word": " بالنسبة", "probability": 0.9691162109375}, {"start": 272.18, "end": 272.32, "word": " ل", "probability": 0.69287109375}, {"start": 272.32, "end": 272.48, "word": " ال", "probability": 0.5419921875}, {"start": 272.48, "end": 273.02, "word": " supervised", "probability": 0.6748046875}, {"start": 273.02, "end": 273.84, "word": " يوجد", "probability": 0.9641927083333334}, {"start": 273.84, "end": 273.94, "word": " ال", "probability": 0.9501953125}, {"start": 273.94, "end": 274.56, "word": " unsupervised", "probability": 0.8761393229166666}, {"start": 274.56, "end": 274.82, "word": " او", "probability": 0.734619140625}, {"start": 274.82, "end": 275.0, "word": " ال", "probability": 0.8271484375}, {"start": 275.0, "end": 275.24, "word": " self", "probability": 0.8720703125}, {"start": 275.24, "end": 275.94, "word": "-organized", "probability": 0.7777506510416666}, {"start": 275.94, "end": 276.48, "word": " learning", "probability": 0.94482421875}, {"start": 276.48, "end": 277.18, "word": " بمعنى", "probability": 0.9677734375}, {"start": 277.18, "end": 277.78, "word": " التعلم", "probability": 0.93359375}, {"start": 277.78, "end": 278.62, "word": " الذاتي", "probability": 0.9596354166666666}, {"start": 278.62, "end": 278.92, "word": " ان", "probability": 0.63916015625}, {"start": 278.92, "end": 279.64, "word": " مافيش", "probability": 0.9527994791666666}, {"start": 279.64, "end": 280.2, "word": " مدرس", "probability": 0.99462890625}, {"start": 280.2, "end": 280.54, "word": " هو", "probability": 0.8564453125}, {"start": 280.54, "end": 280.76, "word": " في", "probability": 0.921875}, {"start": 280.76, "end": 281.54, "word": " شواهد", "probability": 0.872314453125}], "temperature": 1.0}, {"id": 13, "seek": 30358, "start": 282.4, "end": 303.58, "text": "جدام أو observations جدام ال neural network جدام هذه ال machine و هي بدأت حاول من خلال ال observation هذه أو مجموعة ال inputs دولة تلاحظهم و تحاول تجيب جديش هم العناصر متقاربة مع بعض أو متباعدة مع بعض بحيث ان المتقاربين مع بعض تعملهم clustering او تفترضوا ان هم class", "tokens": [7435, 3215, 10943, 34051, 18163, 10874, 3215, 10943, 2423, 18161, 3209, 10874, 3215, 10943, 29538, 2423, 3479, 4032, 39896, 47525, 10721, 2655, 11331, 995, 12610, 9154, 16490, 1211, 6027, 2423, 14816, 29538, 34051, 3714, 7435, 2304, 2407, 27884, 2423, 15743, 11778, 12610, 3660, 6055, 15040, 5016, 19913, 16095, 4032, 6055, 5016, 995, 12610, 6055, 7435, 1829, 3555, 10874, 16254, 8592, 8032, 2304, 18863, 1863, 33546, 2288, 44650, 4587, 9640, 49401, 20449, 45030, 11242, 34051, 44650, 3555, 995, 22488, 3660, 20449, 45030, 11242, 4724, 5016, 1829, 12984, 16472, 9673, 2655, 4587, 9640, 3555, 9957, 20449, 45030, 11242, 6055, 25957, 1211, 16095, 596, 48673, 1975, 2407, 6055, 5172, 2655, 43042, 14407, 16472, 8032, 2304, 1508], "avg_logprob": -0.13267544225642555, "compression_ratio": 1.7573221757322175, "no_speech_prob": 1.0132789611816406e-06, "words": [{"start": 282.4, "end": 283.0, "word": "جدام", "probability": 0.6181640625}, {"start": 283.0, "end": 283.5, "word": " أو", "probability": 0.7119140625}, {"start": 283.5, "end": 284.22, "word": " observations", "probability": 0.93017578125}, {"start": 284.22, "end": 284.9, "word": " جدام", "probability": 0.9021809895833334}, {"start": 284.9, "end": 285.12, "word": " ال", "probability": 0.966796875}, {"start": 285.12, "end": 285.58, "word": " neural", "probability": 0.5966796875}, {"start": 285.58, "end": 286.2, "word": " network", "probability": 0.96142578125}, {"start": 286.2, "end": 286.96, "word": " جدام", "probability": 0.8606770833333334}, {"start": 286.96, "end": 287.44, "word": " هذه", "probability": 0.98779296875}, {"start": 287.44, "end": 287.6, "word": " ال", "probability": 0.91552734375}, {"start": 287.6, "end": 287.98, "word": " machine", "probability": 0.85791015625}, {"start": 287.98, "end": 288.16, "word": " و", "probability": 0.50927734375}, {"start": 288.16, "end": 288.3, "word": " هي", "probability": 0.8291015625}, {"start": 288.3, "end": 288.58, "word": " بدأت", "probability": 0.6165364583333334}, {"start": 288.58, "end": 289.08, "word": " حاول", "probability": 0.8956705729166666}, {"start": 289.08, "end": 289.3, "word": " من", "probability": 0.99658203125}, {"start": 289.3, "end": 289.68, "word": " خلال", "probability": 0.9959309895833334}, {"start": 289.68, "end": 290.04, "word": " ال", "probability": 0.982421875}, {"start": 290.04, "end": 290.52, "word": " observation", "probability": 0.84423828125}, {"start": 290.52, "end": 290.92, "word": " هذه", "probability": 0.6650390625}, {"start": 290.92, "end": 291.26, "word": " أو", "probability": 0.55322265625}, {"start": 291.26, "end": 291.68, "word": " مجموعة", "probability": 0.9505859375}, {"start": 291.68, "end": 291.84, "word": " ال", "probability": 0.9755859375}, {"start": 291.84, "end": 292.18, "word": " inputs", "probability": 0.72265625}, {"start": 292.18, "end": 292.7, "word": " دولة", "probability": 0.88330078125}, {"start": 292.7, "end": 293.58, "word": " تلاحظهم", "probability": 0.99365234375}, {"start": 293.58, "end": 293.92, "word": " و", "probability": 0.658203125}, {"start": 293.92, "end": 294.32, "word": " تحاول", "probability": 0.99609375}, {"start": 294.32, "end": 294.74, "word": " تجيب", "probability": 0.9898681640625}, {"start": 294.74, "end": 295.16, "word": " جديش", "probability": 0.85693359375}, {"start": 295.16, "end": 295.4, "word": " هم", "probability": 0.6884765625}, {"start": 295.4, "end": 296.52, "word": " العناصر", "probability": 0.90234375}, {"start": 296.52, "end": 297.1, "word": " متقاربة", "probability": 0.9940185546875}, {"start": 297.1, "end": 297.26, "word": " مع", "probability": 0.99609375}, {"start": 297.26, "end": 297.5, "word": " بعض", "probability": 0.99560546875}, {"start": 297.5, "end": 297.66, "word": " أو", "probability": 0.8076171875}, {"start": 297.66, "end": 298.26, "word": " متباعدة", "probability": 0.94404296875}, {"start": 298.26, "end": 298.36, "word": " مع", "probability": 0.99267578125}, {"start": 298.36, "end": 298.54, "word": " بعض", "probability": 0.9921875}, {"start": 298.54, "end": 298.78, "word": " بحيث", "probability": 0.943115234375}, {"start": 298.78, "end": 298.88, "word": " ان", "probability": 0.630859375}, {"start": 298.88, "end": 299.56, "word": " المتقاربين", "probability": 0.9868977864583334}, {"start": 299.56, "end": 299.7, "word": " مع", "probability": 0.9765625}, {"start": 299.7, "end": 299.92, "word": " بعض", "probability": 0.998046875}, {"start": 299.92, "end": 300.32, "word": " تعملهم", "probability": 0.9708251953125}, {"start": 300.32, "end": 300.88, "word": " clustering", "probability": 0.6954345703125}, {"start": 300.88, "end": 301.18, "word": " او", "probability": 0.81787109375}, {"start": 301.18, "end": 302.34, "word": " تفترضوا", "probability": 0.86708984375}, {"start": 302.34, "end": 302.44, "word": " ان", "probability": 0.859375}, {"start": 302.44, "end": 302.72, "word": " هم", "probability": 0.89794921875}, {"start": 302.72, "end": 303.58, "word": " class", "probability": 0.97998046875}], "temperature": 1.0}, {"id": 14, "seek": 32582, "start": 304.2, "end": 325.82, "text": "خاص بحث ذاتهم و ال other data اللي هم برضه متشابكين مع بعض أو مترابطين مع بعض في association between them بقدر اقول عنهم ال cluster تاني بس بشرط انه يكونوا نسبيا ال data تعون هدوله شوية بعاد او في dissimilarity عن ال class التاني فهذه هي الفكرة او كيف ممكن", "tokens": [9778, 33546, 4724, 5016, 12984, 29910, 9307, 16095, 4032, 2423, 661, 1412, 13672, 1829, 8032, 2304, 4724, 43042, 3224, 44650, 8592, 16758, 4117, 9957, 20449, 45030, 11242, 34051, 44650, 2288, 16758, 9566, 9957, 20449, 45030, 11242, 8978, 14598, 1296, 552, 4724, 28543, 2288, 1975, 39648, 18871, 16095, 2423, 13630, 6055, 7649, 1829, 4724, 3794, 4724, 46309, 9566, 16472, 3224, 7251, 30544, 14407, 8717, 35457, 25528, 2423, 1412, 37279, 11536, 8032, 3215, 12610, 3224, 13412, 2407, 10632, 45030, 18513, 1975, 2407, 8978, 7802, 332, 2202, 507, 18871, 2423, 1508, 16712, 7649, 1829, 6156, 3224, 24192, 39896, 27188, 4117, 25720, 1975, 2407, 9122, 33911, 3714, 43020], "avg_logprob": -0.13705357029324486, "compression_ratio": 1.6015936254980079, "no_speech_prob": 1.2993812561035156e-05, "words": [{"start": 304.2, "end": 304.52, "word": "خاص", "probability": 0.801025390625}, {"start": 304.52, "end": 305.04, "word": " بحث", "probability": 0.6275227864583334}, {"start": 305.04, "end": 305.4, "word": " ذاتهم", "probability": 0.8966471354166666}, {"start": 305.4, "end": 305.82, "word": " و", "probability": 0.51318359375}, {"start": 305.82, "end": 306.06, "word": " ال", "probability": 0.84130859375}, {"start": 306.06, "end": 306.34, "word": " other", "probability": 0.7373046875}, {"start": 306.34, "end": 307.2, "word": " data", "probability": 0.9638671875}, {"start": 307.2, "end": 307.88, "word": " اللي", "probability": 0.96630859375}, {"start": 307.88, "end": 308.08, "word": " هم", "probability": 0.91943359375}, {"start": 308.08, "end": 308.4, "word": " برضه", "probability": 0.8992513020833334}, {"start": 308.4, "end": 308.94, "word": " متشابكين", "probability": 0.9828125}, {"start": 308.94, "end": 309.06, "word": " مع", "probability": 0.99072265625}, {"start": 309.06, "end": 309.26, "word": " بعض", "probability": 0.994384765625}, {"start": 309.26, "end": 309.42, "word": " أو", "probability": 0.763671875}, {"start": 309.42, "end": 310.34, "word": " مترابطين", "probability": 0.92568359375}, {"start": 310.34, "end": 310.64, "word": " مع", "probability": 0.98193359375}, {"start": 310.64, "end": 310.98, "word": " بعض", "probability": 0.998046875}, {"start": 310.98, "end": 311.24, "word": " في", "probability": 0.85205078125}, {"start": 311.24, "end": 311.66, "word": " association", "probability": 0.91552734375}, {"start": 311.66, "end": 312.2, "word": " between", "probability": 0.91845703125}, {"start": 312.2, "end": 312.5, "word": " them", "probability": 0.94140625}, {"start": 312.5, "end": 313.46, "word": " بقدر", "probability": 0.97216796875}, {"start": 313.46, "end": 313.66, "word": " اقول", "probability": 0.807373046875}, {"start": 313.66, "end": 313.92, "word": " عنهم", "probability": 0.982421875}, {"start": 313.92, "end": 314.04, "word": " ال", "probability": 0.603515625}, {"start": 314.04, "end": 314.36, "word": " cluster", "probability": 0.9736328125}, {"start": 314.36, "end": 314.84, "word": " تاني", "probability": 0.9514973958333334}, {"start": 314.84, "end": 315.22, "word": " بس", "probability": 0.989013671875}, {"start": 315.22, "end": 315.6, "word": " بشرط", "probability": 0.91455078125}, {"start": 315.6, "end": 315.82, "word": " انه", "probability": 0.695068359375}, {"start": 315.82, "end": 316.24, "word": " يكونوا", "probability": 0.9685872395833334}, {"start": 316.24, "end": 317.34, "word": " نسبيا", "probability": 0.8922526041666666}, {"start": 317.34, "end": 317.7, "word": " ال", "probability": 0.9423828125}, {"start": 317.7, "end": 317.92, "word": " data", "probability": 0.9892578125}, {"start": 317.92, "end": 318.18, "word": " تعون", "probability": 0.6044921875}, {"start": 318.18, "end": 318.64, "word": " هدوله", "probability": 0.8182373046875}, {"start": 318.64, "end": 319.3, "word": " شوية", "probability": 0.8880208333333334}, {"start": 319.3, "end": 319.74, "word": " بعاد", "probability": 0.740966796875}, {"start": 319.74, "end": 319.98, "word": " او", "probability": 0.911865234375}, {"start": 319.98, "end": 320.18, "word": " في", "probability": 0.94189453125}, {"start": 320.18, "end": 321.6, "word": " dissimilarity", "probability": 0.9349365234375}, {"start": 321.6, "end": 321.84, "word": " عن", "probability": 0.9736328125}, {"start": 321.84, "end": 322.4, "word": " ال", "probability": 0.488037109375}, {"start": 322.4, "end": 322.7, "word": " class", "probability": 0.88818359375}, {"start": 322.7, "end": 323.34, "word": " التاني", "probability": 0.9664713541666666}, {"start": 323.34, "end": 324.18, "word": " فهذه", "probability": 0.9138997395833334}, {"start": 324.18, "end": 324.36, "word": " هي", "probability": 0.90087890625}, {"start": 324.36, "end": 324.78, "word": " الفكرة", "probability": 0.9931640625}, {"start": 324.78, "end": 325.18, "word": " او", "probability": 0.94873046875}, {"start": 325.18, "end": 325.38, "word": " كيف", "probability": 0.974609375}, {"start": 325.38, "end": 325.82, "word": " ممكن", "probability": 0.99267578125}], "temperature": 1.0}, {"id": 15, "seek": 35287, "start": 326.73, "end": 352.87, "text": "يتم عملية ال training أو المنهجية اللى ممكن تشتغل على ال similarity على ال similarity بشكل أساسي طيب فال unsupervised الحقيقة هي يعني مبنية بشكل أساسي على ال neurological organization of the brain أو اللي هي العملية الترتيب الدماغي فعليا في الخلايا العصبية الدماغية هيك", "tokens": [36081, 2304, 6225, 42213, 10632, 2423, 3097, 34051, 9673, 1863, 3224, 7435, 10632, 13672, 7578, 3714, 43020, 6055, 8592, 2655, 17082, 1211, 15844, 2423, 32194, 15844, 2423, 32194, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 23032, 1829, 3555, 6156, 6027, 2693, 12879, 24420, 21542, 38436, 28671, 39896, 37495, 22653, 3714, 3555, 1863, 10632, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 15844, 2423, 48185, 4475, 295, 264, 3567, 34051, 13672, 1829, 39896, 18863, 42213, 10632, 16712, 2288, 31371, 3555, 32748, 2304, 5718, 118, 1829, 6156, 3615, 20292, 995, 8978, 33962, 15040, 25528, 18863, 9381, 3555, 10632, 32748, 2304, 5718, 118, 10632, 39896, 4117], "avg_logprob": -0.1287924731240689, "compression_ratio": 1.7573221757322175, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 326.73, "end": 327.29, "word": "يتم", "probability": 0.835693359375}, {"start": 327.29, "end": 327.89, "word": " عملية", "probability": 0.97314453125}, {"start": 327.89, "end": 328.03, "word": " ال", "probability": 0.50048828125}, {"start": 328.03, "end": 328.45, "word": " training", "probability": 0.41064453125}, {"start": 328.45, "end": 328.99, "word": " أو", "probability": 0.85400390625}, {"start": 328.99, "end": 329.59, "word": " المنهجية", "probability": 0.96591796875}, {"start": 329.59, "end": 329.67, "word": " اللى", "probability": 0.74169921875}, {"start": 329.67, "end": 329.93, "word": " ممكن", "probability": 0.983642578125}, {"start": 329.93, "end": 330.99, "word": " تشتغل", "probability": 0.9884765625}, {"start": 330.99, "end": 331.39, "word": " على", "probability": 0.83544921875}, {"start": 331.39, "end": 331.61, "word": " ال", "probability": 0.83544921875}, {"start": 331.61, "end": 332.11, "word": " similarity", "probability": 0.91845703125}, {"start": 332.11, "end": 332.45, "word": " على", "probability": 0.345703125}, {"start": 332.45, "end": 332.65, "word": " ال", "probability": 0.94384765625}, {"start": 332.65, "end": 333.01, "word": " similarity", "probability": 0.94482421875}, {"start": 333.01, "end": 333.37, "word": " بشكل", "probability": 0.9830729166666666}, {"start": 333.37, "end": 333.79, "word": " أساسي", "probability": 0.92724609375}, {"start": 333.79, "end": 334.55, "word": " طيب", "probability": 0.93603515625}, {"start": 334.55, "end": 335.07, "word": " فال", "probability": 0.91943359375}, {"start": 335.07, "end": 335.65, "word": " unsupervised", "probability": 0.8623046875}, {"start": 335.65, "end": 336.29, "word": " الحقيقة", "probability": 0.98388671875}, {"start": 336.29, "end": 336.83, "word": " هي", "probability": 0.8701171875}, {"start": 336.83, "end": 337.61, "word": " يعني", "probability": 0.81591796875}, {"start": 337.61, "end": 338.83, "word": " مبنية", "probability": 0.970703125}, {"start": 338.83, "end": 339.19, "word": " بشكل", "probability": 0.990234375}, {"start": 339.19, "end": 339.61, "word": " أساسي", "probability": 0.9776611328125}, {"start": 339.61, "end": 339.85, "word": " على", "probability": 0.91064453125}, {"start": 339.85, "end": 340.45, "word": " ال", "probability": 0.89208984375}, {"start": 340.45, "end": 340.93, "word": " neurological", "probability": 0.5791015625}, {"start": 340.93, "end": 343.37, "word": " organization", "probability": 0.86083984375}, {"start": 343.37, "end": 344.43, "word": " of", "probability": 0.8935546875}, {"start": 344.43, "end": 344.81, "word": " the", "probability": 0.85986328125}, {"start": 344.81, "end": 345.21, "word": " brain", "probability": 0.92041015625}, {"start": 345.21, "end": 345.73, "word": " أو", "probability": 0.75341796875}, {"start": 345.73, "end": 346.29, "word": " اللي", "probability": 0.73876953125}, {"start": 346.29, "end": 346.67, "word": " هي", "probability": 0.9091796875}, {"start": 346.67, "end": 348.85, "word": " العملية", "probability": 0.82373046875}, {"start": 348.85, "end": 349.59, "word": " الترتيب", "probability": 0.898681640625}, {"start": 349.59, "end": 350.19, "word": " الدماغي", "probability": 0.9419921875}, {"start": 350.19, "end": 350.71, "word": " فعليا", "probability": 0.8248291015625}, {"start": 350.71, "end": 350.83, "word": " في", "probability": 0.8193359375}, {"start": 350.83, "end": 351.19, "word": " الخلايا", "probability": 0.9622395833333334}, {"start": 351.19, "end": 351.61, "word": " العصبية", "probability": 0.941650390625}, {"start": 351.61, "end": 352.21, "word": " الدماغية", "probability": 0.96376953125}, {"start": 352.21, "end": 352.87, "word": " هيك", "probability": 0.81982421875}], "temperature": 1.0}, {"id": 16, "seek": 37278, "start": 353.58, "end": 372.78, "text": "بيفترضوا العلماء أنه بيشتغل الدماغ وبينما على ذلك إجت الفكرة ل Donald Hebb زي ما هناخد لاحقا الشخص اللي طلع لنا بأول فكرة لهذا النوع من أنواع ال learning من أنواع ال learning طيب ال unsupervised learning algorithms aims أو aim to learn repeatedly", "tokens": [21292, 5172, 2655, 43042, 14407, 18863, 19528, 16606, 14739, 3224, 4724, 1829, 8592, 2655, 17082, 1211, 32748, 2304, 5718, 118, 46599, 9957, 15042, 15844, 29910, 23275, 11933, 7435, 2655, 27188, 4117, 25720, 5296, 8632, 634, 6692, 30767, 1829, 19446, 8032, 1863, 47283, 3215, 20193, 5016, 4587, 995, 25124, 9778, 9381, 13672, 1829, 23032, 1211, 3615, 5296, 8315, 4724, 10721, 12610, 6156, 4117, 25720, 46740, 15730, 28239, 45367, 9154, 14739, 14407, 3615, 2423, 2539, 9154, 14739, 14407, 3615, 2423, 2539, 23032, 1829, 3555, 2423, 2693, 12879, 24420, 2539, 14642, 24683, 34051, 5939, 281, 1466, 18227], "avg_logprob": -0.18421051910049038, "compression_ratio": 1.5974025974025974, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 353.58, "end": 354.32, "word": "بيفترضوا", "probability": 0.771240234375}, {"start": 354.32, "end": 354.58, "word": " العلماء", "probability": 0.9244791666666666}, {"start": 354.58, "end": 354.72, "word": " أنه", "probability": 0.646484375}, {"start": 354.72, "end": 355.42, "word": " بيشتغل", "probability": 0.9278971354166666}, {"start": 355.42, "end": 355.84, "word": " الدماغ", "probability": 0.94189453125}, {"start": 355.84, "end": 356.48, "word": " وبينما", "probability": 0.4794921875}, {"start": 356.48, "end": 356.64, "word": " على", "probability": 0.833984375}, {"start": 356.64, "end": 356.96, "word": " ذلك", "probability": 0.972900390625}, {"start": 356.96, "end": 357.26, "word": " إجت", "probability": 0.7532552083333334}, {"start": 357.26, "end": 357.76, "word": " الفكرة", "probability": 0.9947916666666666}, {"start": 357.76, "end": 358.66, "word": " ل", "probability": 0.93359375}, {"start": 358.66, "end": 359.06, "word": " Donald", "probability": 0.378173828125}, {"start": 359.06, "end": 359.74, "word": " Hebb", "probability": 0.551513671875}, {"start": 359.74, "end": 360.0, "word": " زي", "probability": 0.936279296875}, {"start": 360.0, "end": 360.08, "word": " ما", "probability": 0.9697265625}, {"start": 360.08, "end": 360.46, "word": " هناخد", "probability": 0.9390869140625}, {"start": 360.46, "end": 360.92, "word": " لاحقا", "probability": 0.923095703125}, {"start": 360.92, "end": 361.7, "word": " الشخص", "probability": 0.98681640625}, {"start": 361.7, "end": 361.84, "word": " اللي", "probability": 0.94189453125}, {"start": 361.84, "end": 362.06, "word": " طلع", "probability": 0.8932291666666666}, {"start": 362.06, "end": 362.22, "word": " لنا", "probability": 0.939208984375}, {"start": 362.22, "end": 362.64, "word": " بأول", "probability": 0.9425455729166666}, {"start": 362.64, "end": 363.08, "word": " فكرة", "probability": 0.9900716145833334}, {"start": 363.08, "end": 363.64, "word": " لهذا", "probability": 0.939453125}, {"start": 363.64, "end": 363.88, "word": " النوع", "probability": 0.970947265625}, {"start": 363.88, "end": 364.0, "word": " من", "probability": 0.98046875}, {"start": 364.0, "end": 365.34, "word": " أنواع", "probability": 0.9425455729166666}, {"start": 365.34, "end": 365.7, "word": " ال", "probability": 0.93505859375}, {"start": 365.7, "end": 366.02, "word": " learning", "probability": 0.93603515625}, {"start": 366.02, "end": 366.24, "word": " من", "probability": 0.302978515625}, {"start": 366.24, "end": 366.6, "word": " أنواع", "probability": 0.9339192708333334}, {"start": 366.6, "end": 366.74, "word": " ال", "probability": 0.95751953125}, {"start": 366.74, "end": 367.02, "word": " learning", "probability": 0.97265625}, {"start": 367.02, "end": 367.54, "word": " طيب", "probability": 0.8937174479166666}, {"start": 367.54, "end": 367.72, "word": " ال", "probability": 0.95556640625}, {"start": 367.72, "end": 368.32, "word": " unsupervised", "probability": 0.833984375}, {"start": 368.32, "end": 369.0, "word": " learning", "probability": 0.9462890625}, {"start": 369.0, "end": 369.66, "word": " algorithms", "probability": 0.865234375}, {"start": 369.66, "end": 370.54, "word": " aims", "probability": 0.4873046875}, {"start": 370.54, "end": 370.94, "word": " أو", "probability": 0.70703125}, {"start": 370.94, "end": 371.18, "word": " aim", "probability": 0.32177734375}, {"start": 371.18, "end": 371.38, "word": " to", "probability": 0.94091796875}, {"start": 371.38, "end": 371.98, "word": " learn", "probability": 0.978515625}, {"start": 371.98, "end": 372.78, "word": " repeatedly", "probability": 0.410888671875}], "temperature": 1.0}, {"id": 17, "seek": 39932, "start": 373.14, "end": 399.32, "text": "and can be used in real-time هذه كتير الحقيقة ممكن تستخدم بشكل سريع أو تتعلم بشكل سريع و هنشوف لكيف تتعلم بشكل سريع طبعا من خلال ال algorithm تبعها و يمكن استخدامها في ال real-time أو في ال time الواقعي في التطبيقات الواقعية زي ما قلنا في ال 49 دونالد هيب كان هو أول واحد اقترح هذه الفكرة من ال biological learning من عملية التعلم البيولوجي فعليا للدماغ", "tokens": [474, 393, 312, 1143, 294, 957, 12, 3766, 29538, 9122, 2655, 13546, 21542, 38436, 28671, 3714, 43020, 6055, 14851, 9778, 40448, 4724, 8592, 28820, 8608, 16572, 3615, 34051, 6055, 2655, 3615, 19528, 4724, 8592, 28820, 8608, 16572, 3615, 4032, 8032, 1863, 8592, 38688, 5296, 4117, 33911, 6055, 2655, 3615, 19528, 4724, 8592, 28820, 8608, 16572, 3615, 23032, 3555, 3615, 995, 9154, 16490, 1211, 6027, 2423, 9284, 6055, 3555, 3615, 11296, 4032, 7251, 43020, 44713, 9778, 3215, 10943, 11296, 8978, 2423, 957, 12, 3766, 34051, 8978, 2423, 565, 2423, 14407, 4587, 3615, 1829, 8978, 16712, 9566, 21292, 4587, 9307, 2423, 14407, 4587, 3615, 10632, 30767, 1829, 19446, 12174, 1211, 8315, 8978, 2423, 16513, 11778, 11536, 6027, 3215, 8032, 1829, 3555, 25961, 31439, 5551, 12610, 36764, 24401, 1975, 38149, 2288, 5016, 29538, 27188, 4117, 25720, 9154, 2423, 13910, 2539, 9154, 6225, 42213, 10632, 16712, 3615, 19528, 2423, 21292, 12610, 29245, 1829, 6156, 3615, 20292, 995, 24976, 40448, 5718, 118], "avg_logprob": -0.09053599598664272, "compression_ratio": 1.881967213114754, "no_speech_prob": 5.364418029785156e-06, "words": [{"start": 373.14, "end": 373.64, "word": "and", "probability": 0.87841796875}, {"start": 373.64, "end": 374.0, "word": " can", "probability": 0.955078125}, {"start": 374.0, "end": 374.22, "word": " be", "probability": 0.943359375}, {"start": 374.22, "end": 374.5, "word": " used", "probability": 0.9375}, {"start": 374.5, "end": 374.72, "word": " in", "probability": 0.97119140625}, {"start": 374.72, "end": 374.98, "word": " real", "probability": 0.94921875}, {"start": 374.98, "end": 375.36, "word": "-time", "probability": 0.79833984375}, {"start": 375.36, "end": 375.96, "word": " هذه", "probability": 0.8017578125}, {"start": 375.96, "end": 376.26, "word": " كتير", "probability": 0.86669921875}, {"start": 376.26, "end": 376.78, "word": " الحقيقة", "probability": 0.9677734375}, {"start": 376.78, "end": 377.36, "word": " ممكن", "probability": 0.991455078125}, {"start": 377.36, "end": 377.86, "word": " تستخدم", "probability": 0.9825439453125}, {"start": 377.86, "end": 378.18, "word": " بشكل", "probability": 0.9864908854166666}, {"start": 378.18, "end": 378.4, "word": " سريع", "probability": 0.9860026041666666}, {"start": 378.4, "end": 378.48, "word": " أو", "probability": 0.755859375}, {"start": 378.48, "end": 378.88, "word": " تتعلم", "probability": 0.8857421875}, {"start": 378.88, "end": 379.36, "word": " بشكل", "probability": 0.9890950520833334}, {"start": 379.36, "end": 380.02, "word": " سريع", "probability": 0.9905598958333334}, {"start": 380.02, "end": 380.16, "word": " و", "probability": 0.80810546875}, {"start": 380.16, "end": 380.46, "word": " هنشوف", "probability": 0.876220703125}, {"start": 380.46, "end": 380.74, "word": " لكيف", "probability": 0.818359375}, {"start": 380.74, "end": 381.12, "word": " تتعلم", "probability": 0.9617919921875}, {"start": 381.12, "end": 381.44, "word": " بشكل", "probability": 0.9921875}, {"start": 381.44, "end": 381.76, "word": " سريع", "probability": 0.9871419270833334}, {"start": 381.76, "end": 382.0, "word": " طبعا", "probability": 0.9583740234375}, {"start": 382.0, "end": 382.12, "word": " من", "probability": 0.9814453125}, {"start": 382.12, "end": 382.38, "word": " خلال", "probability": 0.994140625}, {"start": 382.38, "end": 382.5, "word": " ال", "probability": 0.85400390625}, {"start": 382.5, "end": 382.78, "word": " algorithm", "probability": 0.9384765625}, {"start": 382.78, "end": 383.3, "word": " تبعها", "probability": 0.942138671875}, {"start": 383.3, "end": 383.72, "word": " و", "probability": 0.9931640625}, {"start": 383.72, "end": 384.06, "word": " يمكن", "probability": 0.919677734375}, {"start": 384.06, "end": 384.88, "word": " استخدامها", "probability": 0.96474609375}, {"start": 384.88, "end": 385.52, "word": " في", "probability": 0.9599609375}, {"start": 385.52, "end": 386.62, "word": " ال", "probability": 0.876953125}, {"start": 386.62, "end": 386.84, "word": " real", "probability": 0.94287109375}, {"start": 386.84, "end": 387.26, "word": "-time", "probability": 0.948974609375}, {"start": 387.26, "end": 387.5, "word": " أو", "probability": 0.51904296875}, {"start": 387.5, "end": 387.68, "word": " في", "probability": 0.9453125}, {"start": 387.68, "end": 387.84, "word": " ال", "probability": 0.98486328125}, {"start": 387.84, "end": 388.06, "word": " time", "probability": 0.8330078125}, {"start": 388.06, "end": 389.06, "word": " الواقعي", "probability": 0.9138671875}, {"start": 389.06, "end": 389.24, "word": " في", "probability": 0.69921875}, {"start": 389.24, "end": 390.08, "word": " التطبيقات", "probability": 0.9236328125}, {"start": 390.08, "end": 390.58, "word": " الواقعية", "probability": 0.991796875}, {"start": 390.58, "end": 391.02, "word": " زي", "probability": 0.851318359375}, {"start": 391.02, "end": 391.06, "word": " ما", "probability": 0.98095703125}, {"start": 391.06, "end": 391.2, "word": " قلنا", "probability": 0.9475911458333334}, {"start": 391.2, "end": 391.3, "word": " في", "probability": 0.83935546875}, {"start": 391.3, "end": 391.38, "word": " ال", "probability": 0.54833984375}, {"start": 391.38, "end": 391.74, "word": " 49", "probability": 0.64013671875}, {"start": 391.74, "end": 392.32, "word": " دونالد", "probability": 0.8623046875}, {"start": 392.32, "end": 392.62, "word": " هيب", "probability": 0.8028971354166666}, {"start": 392.62, "end": 393.04, "word": " كان", "probability": 0.95361328125}, {"start": 393.04, "end": 393.2, "word": " هو", "probability": 0.990234375}, {"start": 393.2, "end": 393.42, "word": " أول", "probability": 0.778076171875}, {"start": 393.42, "end": 393.66, "word": " واحد", "probability": 0.989501953125}, {"start": 393.66, "end": 394.12, "word": " اقترح", "probability": 0.9556884765625}, {"start": 394.12, "end": 394.56, "word": " هذه", "probability": 0.97119140625}, {"start": 394.56, "end": 395.02, "word": " الفكرة", "probability": 0.9943033854166666}, {"start": 395.02, "end": 395.5, "word": " من", "probability": 0.99609375}, {"start": 395.5, "end": 395.62, "word": " ال", "probability": 0.96142578125}, {"start": 395.62, "end": 396.02, "word": " biological", "probability": 0.98388671875}, {"start": 396.02, "end": 396.74, "word": " learning", "probability": 0.94140625}, {"start": 396.74, "end": 397.1, "word": " من", "probability": 0.962890625}, {"start": 397.1, "end": 397.4, "word": " عملية", "probability": 0.96435546875}, {"start": 397.4, "end": 397.86, "word": " التعلم", "probability": 0.9508463541666666}, {"start": 397.86, "end": 398.4, "word": " البيولوجي", "probability": 0.90234375}, {"start": 398.4, "end": 398.78, "word": " فعليا", "probability": 0.885009765625}, {"start": 398.78, "end": 399.32, "word": " للدماغ", "probability": 0.8447265625}], "temperature": 1.0}, {"id": 18, "seek": 42439, "start": 399.55, "end": 424.39, "text": "و حاول على اعتباره ان هو له علاقة بعلم النفس او بالطب النفسي فهو biological اكتر من engineering الحقيقة لكن طلعنا هذه القانون او قانون معين القانون المعين هذا احنا لاحقا او المهندسين لاحقا و العلميين لاحقا ترجموه لمعادلات رياضية لو انا اتكلم عن ال AI الحقيقة هو هندسة على الرياضيات", "tokens": [2407, 11331, 995, 12610, 15844, 1975, 34268, 3555, 9640, 3224, 16472, 31439, 46740, 11203, 995, 28671, 45030, 19528, 28239, 36178, 1975, 2407, 20666, 9566, 3555, 28239, 36178, 1829, 6156, 3224, 2407, 13910, 1975, 4117, 2655, 2288, 9154, 7043, 21542, 38436, 28671, 44381, 23032, 1211, 3615, 8315, 29538, 25062, 7649, 11536, 1975, 2407, 12174, 7649, 11536, 20449, 9957, 25062, 7649, 11536, 9673, 3615, 9957, 23758, 1975, 5016, 8315, 20193, 5016, 4587, 995, 1975, 2407, 9673, 3224, 41260, 3794, 9957, 20193, 5016, 4587, 995, 4032, 18863, 19528, 1829, 9957, 20193, 5016, 4587, 995, 6055, 47341, 2304, 2407, 3224, 32767, 3615, 18513, 1211, 9307, 12602, 1829, 46958, 10632, 45164, 1975, 8315, 1975, 2655, 4117, 19528, 18871, 2423, 7318, 21542, 38436, 28671, 31439, 8032, 41260, 3794, 3660, 15844, 2423, 16572, 46958, 1829, 9307], "avg_logprob": -0.13882211504074243, "compression_ratio": 1.956, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 399.55, "end": 400.03, "word": "و", "probability": 0.9736328125}, {"start": 400.03, "end": 400.77, "word": " حاول", "probability": 0.8924153645833334}, {"start": 400.77, "end": 400.95, "word": " على", "probability": 0.92138671875}, {"start": 400.95, "end": 401.33, "word": " اعتباره", "probability": 0.86953125}, {"start": 401.33, "end": 401.37, "word": " ان", "probability": 0.63525390625}, {"start": 401.37, "end": 401.65, "word": " هو", "probability": 0.828125}, {"start": 401.65, "end": 403.65, "word": " له", "probability": 0.077880859375}, {"start": 403.65, "end": 403.95, "word": " علاقة", "probability": 0.9720052083333334}, {"start": 403.95, "end": 404.25, "word": " بعلم", "probability": 0.901123046875}, {"start": 404.25, "end": 404.53, "word": " النفس", "probability": 0.95556640625}, {"start": 404.53, "end": 404.73, "word": " او", "probability": 0.809814453125}, {"start": 404.73, "end": 405.37, "word": " بالطب", "probability": 0.7633463541666666}, {"start": 405.37, "end": 405.99, "word": " النفسي", "probability": 0.85205078125}, {"start": 405.99, "end": 407.43, "word": " فهو", "probability": 0.943359375}, {"start": 407.43, "end": 407.97, "word": " biological", "probability": 0.94921875}, {"start": 407.97, "end": 408.45, "word": " اكتر", "probability": 0.8829345703125}, {"start": 408.45, "end": 408.61, "word": " من", "probability": 0.99169921875}, {"start": 408.61, "end": 409.21, "word": " engineering", "probability": 0.7255859375}, {"start": 409.21, "end": 409.83, "word": " الحقيقة", "probability": 0.9845377604166666}, {"start": 409.83, "end": 410.81, "word": " لكن", "probability": 0.78125}, {"start": 410.81, "end": 411.47, "word": " طلعنا", "probability": 0.82763671875}, {"start": 411.47, "end": 411.77, "word": " هذه", "probability": 0.97265625}, {"start": 411.77, "end": 412.33, "word": " القانون", "probability": 0.9840494791666666}, {"start": 412.33, "end": 412.79, "word": " او", "probability": 0.885986328125}, {"start": 412.79, "end": 413.23, "word": " قانون", "probability": 0.9833984375}, {"start": 413.23, "end": 413.79, "word": " معين", "probability": 0.984130859375}, {"start": 413.79, "end": 414.51, "word": " القانون", "probability": 0.8385416666666666}, {"start": 414.51, "end": 414.83, "word": " المعين", "probability": 0.9827473958333334}, {"start": 414.83, "end": 414.99, "word": " هذا", "probability": 0.35302734375}, {"start": 414.99, "end": 415.25, "word": " احنا", "probability": 0.96337890625}, {"start": 415.25, "end": 415.85, "word": " لاحقا", "probability": 0.962646484375}, {"start": 415.85, "end": 415.99, "word": " او", "probability": 0.93310546875}, {"start": 415.99, "end": 416.69, "word": " المهندسين", "probability": 0.99208984375}, {"start": 416.69, "end": 417.77, "word": " لاحقا", "probability": 0.9425048828125}, {"start": 417.77, "end": 418.07, "word": " و", "probability": 0.499267578125}, {"start": 418.07, "end": 418.61, "word": " العلميين", "probability": 0.9266357421875}, {"start": 418.61, "end": 419.01, "word": " لاحقا", "probability": 0.9072265625}, {"start": 419.01, "end": 420.01, "word": " ترجموه", "probability": 0.89404296875}, {"start": 420.01, "end": 420.75, "word": " لمعادلات", "probability": 0.94384765625}, {"start": 420.75, "end": 421.59, "word": " رياضية", "probability": 0.974609375}, {"start": 421.59, "end": 422.15, "word": " لو", "probability": 0.68359375}, {"start": 422.15, "end": 422.23, "word": " انا", "probability": 0.65966796875}, {"start": 422.23, "end": 422.39, "word": " اتكلم", "probability": 0.939453125}, {"start": 422.39, "end": 422.53, "word": " عن", "probability": 0.98974609375}, {"start": 422.53, "end": 422.63, "word": " ال", "probability": 0.95361328125}, {"start": 422.63, "end": 422.83, "word": " AI", "probability": 0.9140625}, {"start": 422.83, "end": 423.21, "word": " الحقيقة", "probability": 0.9762369791666666}, {"start": 423.21, "end": 423.35, "word": " هو", "probability": 0.94775390625}, {"start": 423.35, "end": 423.69, "word": " هندسة", "probability": 0.90185546875}, {"start": 423.69, "end": 423.81, "word": " على", "probability": 0.87548828125}, {"start": 423.81, "end": 424.39, "word": " الرياضيات", "probability": 0.9013671875}], "temperature": 1.0}, {"id": 19, "seek": 45417, "start": 425.49, "end": 454.17, "text": "الاتنين اشتغلوا في بعض وإن كانت مقدماتها كانت رياضيات أكتر Mathematics فدونالد هيب بالحقيقة كل الفكرة تبعته أو النظرية اللي بناء عليها بدأت كل هذه .. كل هذا الشغل في ال unsupervised كان بيقول انه if neuron I is near enough to excite neuron J and repeatedly بمعنى ان لو عندني نيرون أولى خلينا نسميها I نيرون تانية نسميها", "tokens": [6027, 9307, 1863, 9957, 1975, 8592, 2655, 17082, 1211, 14407, 8978, 45030, 11242, 4032, 28814, 1863, 25961, 2655, 3714, 28543, 2304, 9307, 11296, 25961, 2655, 12602, 1829, 46958, 1829, 9307, 5551, 4117, 2655, 2288, 15776, 37541, 6156, 3215, 11536, 6027, 3215, 39896, 3555, 20666, 5016, 38436, 28671, 28242, 27188, 4117, 25720, 6055, 3555, 34268, 3224, 34051, 28239, 19913, 2288, 10632, 13672, 1829, 44945, 16606, 25894, 11296, 47525, 10721, 2655, 28242, 29538, 4386, 28242, 23758, 25124, 17082, 1211, 8978, 2423, 2693, 12879, 24420, 25961, 4724, 1829, 39648, 16472, 3224, 498, 34090, 286, 307, 2651, 1547, 281, 1624, 642, 34090, 508, 293, 18227, 4724, 2304, 3615, 1863, 7578, 16472, 45164, 43242, 22653, 8717, 13546, 11536, 5551, 12610, 7578, 16490, 20292, 8315, 8717, 38251, 1829, 11296, 286, 8717, 13546, 11536, 6055, 7649, 10632, 8717, 38251, 1829, 11296], "avg_logprob": -0.1592592594800172, "compression_ratio": 1.6503267973856208, "no_speech_prob": 3.0994415283203125e-06, "words": [{"start": 425.49, "end": 426.33, "word": "الاتنين", "probability": 0.9349365234375}, {"start": 426.33, "end": 426.93, "word": " اشتغلوا", "probability": 0.926025390625}, {"start": 426.93, "end": 426.99, "word": " في", "probability": 0.890625}, {"start": 426.99, "end": 427.19, "word": " بعض", "probability": 0.98388671875}, {"start": 427.19, "end": 427.39, "word": " وإن", "probability": 0.7952473958333334}, {"start": 427.39, "end": 427.83, "word": " كانت", "probability": 0.962890625}, {"start": 427.83, "end": 428.59, "word": " مقدماتها", "probability": 0.95341796875}, {"start": 428.59, "end": 428.83, "word": " كانت", "probability": 0.923095703125}, {"start": 428.83, "end": 429.29, "word": " رياضيات", "probability": 0.98076171875}, {"start": 429.29, "end": 429.61, "word": " أكتر", "probability": 0.873046875}, {"start": 429.61, "end": 430.47, "word": " Mathematics", "probability": 0.6614990234375}, {"start": 430.47, "end": 431.75, "word": " فدونالد", "probability": 0.7652099609375}, {"start": 431.75, "end": 431.93, "word": " هيب", "probability": 0.83984375}, {"start": 431.93, "end": 432.51, "word": " بالحقيقة", "probability": 0.876708984375}, {"start": 432.51, "end": 433.01, "word": " كل", "probability": 0.92578125}, {"start": 433.01, "end": 433.41, "word": " الفكرة", "probability": 0.98681640625}, {"start": 433.41, "end": 433.95, "word": " تبعته", "probability": 0.85711669921875}, {"start": 433.95, "end": 434.47, "word": " أو", "probability": 0.8173828125}, {"start": 434.47, "end": 435.11, "word": " النظرية", "probability": 0.971435546875}, {"start": 435.11, "end": 435.39, "word": " اللي", "probability": 0.803466796875}, {"start": 435.39, "end": 435.63, "word": " بناء", "probability": 0.869140625}, {"start": 435.63, "end": 435.95, "word": " عليها", "probability": 0.957275390625}, {"start": 435.95, "end": 436.49, "word": " بدأت", "probability": 0.9853515625}, {"start": 436.49, "end": 436.83, "word": " كل", "probability": 0.966796875}, {"start": 436.83, "end": 437.25, "word": " هذه", "probability": 0.40625}, {"start": 437.25, "end": 437.43, "word": " ..", "probability": 0.73876953125}, {"start": 437.43, "end": 437.59, "word": " كل", "probability": 0.828125}, {"start": 437.59, "end": 437.79, "word": " هذا", "probability": 0.958984375}, {"start": 437.79, "end": 438.11, "word": " الشغل", "probability": 0.9884440104166666}, {"start": 438.11, "end": 438.21, "word": " في", "probability": 0.79248046875}, {"start": 438.21, "end": 438.27, "word": " ال", "probability": 0.90380859375}, {"start": 438.27, "end": 438.83, "word": " unsupervised", "probability": 0.8304036458333334}, {"start": 438.83, "end": 439.09, "word": " كان", "probability": 0.97607421875}, {"start": 439.09, "end": 439.45, "word": " بيقول", "probability": 0.9925130208333334}, {"start": 439.45, "end": 440.65, "word": " انه", "probability": 0.5235595703125}, {"start": 440.65, "end": 440.99, "word": " if", "probability": 0.86181640625}, {"start": 440.99, "end": 441.65, "word": " neuron", "probability": 0.64990234375}, {"start": 441.65, "end": 442.31, "word": " I", "probability": 0.7451171875}, {"start": 442.31, "end": 443.31, "word": " is", "probability": 0.94921875}, {"start": 443.31, "end": 443.71, "word": " near", "probability": 0.92578125}, {"start": 443.71, "end": 444.11, "word": " enough", "probability": 0.9052734375}, {"start": 444.11, "end": 444.41, "word": " to", "probability": 0.98095703125}, {"start": 444.41, "end": 445.03, "word": " excite", "probability": 0.98681640625}, {"start": 445.03, "end": 445.47, "word": " neuron", "probability": 0.8740234375}, {"start": 445.47, "end": 445.85, "word": " J", "probability": 0.775390625}, {"start": 445.85, "end": 446.63, "word": " and", "probability": 0.91748046875}, {"start": 446.63, "end": 447.25, "word": " repeatedly", "probability": 0.7197265625}, {"start": 447.25, "end": 448.57, "word": " بمعنى", "probability": 0.97109375}, {"start": 448.57, "end": 448.93, "word": " ان", "probability": 0.5849609375}, {"start": 448.93, "end": 449.11, "word": " لو", "probability": 0.7685546875}, {"start": 449.11, "end": 449.63, "word": " عندني", "probability": 0.520751953125}, {"start": 449.63, "end": 450.37, "word": " نيرون", "probability": 0.7085774739583334}, {"start": 450.37, "end": 450.91, "word": " أولى", "probability": 0.9251302083333334}, {"start": 450.91, "end": 451.31, "word": " خلينا", "probability": 0.8308919270833334}, {"start": 451.31, "end": 451.71, "word": " نسميها", "probability": 0.96142578125}, {"start": 451.71, "end": 452.01, "word": " I", "probability": 0.98486328125}, {"start": 452.01, "end": 452.81, "word": " نيرون", "probability": 0.9217122395833334}, {"start": 452.81, "end": 453.57, "word": " تانية", "probability": 0.8995768229166666}, {"start": 453.57, "end": 454.17, "word": " نسميها", "probability": 0.87060546875}], "temperature": 1.0}, {"id": 20, "seek": 47365, "start": 455.07, "end": 473.65, "text": "J بقدر أقول and repeatedly participates in its activation إذا كان والله وجدنا إن ال activation بتاعة I و J هم دائما متساويتين بمعنى كل ما كانت هذه I هي", "tokens": [41, 4724, 28543, 2288, 5551, 39648, 293, 18227, 3421, 1024, 294, 1080, 24433, 11933, 15730, 25961, 16070, 43761, 49610, 3215, 8315, 36145, 2423, 24433, 39894, 995, 27884, 286, 4032, 508, 8032, 2304, 11778, 16373, 15042, 44650, 3794, 995, 45865, 2655, 9957, 4724, 2304, 3615, 1863, 7578, 28242, 19446, 25961, 2655, 29538, 286, 39896], "avg_logprob": -0.18287036761089606, "compression_ratio": 1.311377245508982, "no_speech_prob": 2.6166439056396484e-05, "words": [{"start": 455.07, "end": 455.55, "word": "J", "probability": 0.08538818359375}, {"start": 455.55, "end": 456.53, "word": " بقدر", "probability": 0.958984375}, {"start": 456.53, "end": 456.89, "word": " أقول", "probability": 0.764404296875}, {"start": 456.89, "end": 457.47, "word": " and", "probability": 0.71826171875}, {"start": 457.47, "end": 457.93, "word": " repeatedly", "probability": 0.630859375}, {"start": 457.93, "end": 460.49, "word": " participates", "probability": 0.960205078125}, {"start": 460.49, "end": 461.23, "word": " in", "probability": 0.955078125}, {"start": 461.23, "end": 461.45, "word": " its", "probability": 0.85498046875}, {"start": 461.45, "end": 462.23, "word": " activation", "probability": 0.97021484375}, {"start": 462.23, "end": 462.73, "word": " إذا", "probability": 0.850830078125}, {"start": 462.73, "end": 462.95, "word": " كان", "probability": 0.9736328125}, {"start": 462.95, "end": 463.27, "word": " والله", "probability": 0.794921875}, {"start": 463.27, "end": 463.89, "word": " وجدنا", "probability": 0.9388020833333334}, {"start": 463.89, "end": 464.43, "word": " إن", "probability": 0.43994140625}, {"start": 464.43, "end": 464.55, "word": " ال", "probability": 0.970703125}, {"start": 464.55, "end": 465.01, "word": " activation", "probability": 0.95751953125}, {"start": 465.01, "end": 465.47, "word": " بتاعة", "probability": 0.8424479166666666}, {"start": 465.47, "end": 465.89, "word": " I", "probability": 0.953125}, {"start": 465.89, "end": 466.33, "word": " و", "probability": 0.89892578125}, {"start": 466.33, "end": 467.01, "word": " J", "probability": 0.5009765625}, {"start": 467.01, "end": 467.73, "word": " هم", "probability": 0.775390625}, {"start": 467.73, "end": 468.75, "word": " دائما", "probability": 0.9427083333333334}, {"start": 468.75, "end": 470.69, "word": " متساويتين", "probability": 0.9347330729166666}, {"start": 470.69, "end": 471.09, "word": " بمعنى", "probability": 0.9298828125}, {"start": 471.09, "end": 471.31, "word": " كل", "probability": 0.97607421875}, {"start": 471.31, "end": 471.51, "word": " ما", "probability": 0.93408203125}, {"start": 471.51, "end": 471.83, "word": " كانت", "probability": 0.9658203125}, {"start": 471.83, "end": 472.21, "word": " هذه", "probability": 0.89111328125}, {"start": 472.21, "end": 472.95, "word": " I", "probability": 0.986328125}, {"start": 472.95, "end": 473.65, "word": " هي", "probability": 0.92333984375}], "temperature": 1.0}, {"id": 21, "seek": 49964, "start": 474.32, "end": 499.64, "text": "high حلاجة j high برضه كل ما كانت هذه low هذه حلاجيها low بمعنى انه دائما I و J متشابهات فبقدر اقول انه اذا I فعلا قريبة بشكل كافي ان هي دائما تعمل excitation ل j كل ما كانت هي excited بمعنى كل ما كانت هي مخدة activation عالية", "tokens": [21454, 11331, 15040, 7435, 3660, 361, 1090, 4724, 43042, 3224, 28242, 19446, 25961, 2655, 29538, 2295, 29538, 11331, 15040, 7435, 1829, 11296, 2295, 4724, 2304, 3615, 1863, 7578, 16472, 3224, 11778, 16373, 15042, 286, 4032, 508, 44650, 8592, 16758, 3224, 9307, 6156, 3555, 28543, 2288, 1975, 39648, 16472, 3224, 1975, 15730, 286, 6156, 3615, 15040, 12174, 16572, 49401, 4724, 8592, 28820, 9122, 31845, 1829, 16472, 39896, 11778, 16373, 15042, 6055, 25957, 1211, 1624, 4614, 5296, 361, 28242, 19446, 25961, 2655, 39896, 2919, 4724, 2304, 3615, 1863, 7578, 28242, 19446, 25961, 2655, 39896, 3714, 9778, 41891, 24433, 6225, 6027, 10632], "avg_logprob": -0.17328125685453416, "compression_ratio": 1.7722772277227723, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 474.32, "end": 474.74, "word": "high", "probability": 0.62158203125}, {"start": 474.74, "end": 475.66, "word": " حلاجة", "probability": 0.63067626953125}, {"start": 475.66, "end": 476.22, "word": " j", "probability": 0.379150390625}, {"start": 476.22, "end": 476.72, "word": " high", "probability": 0.7578125}, {"start": 476.72, "end": 477.16, "word": " برضه", "probability": 0.9482421875}, {"start": 477.16, "end": 477.46, "word": " كل", "probability": 0.59423828125}, {"start": 477.46, "end": 477.54, "word": " ما", "probability": 0.69287109375}, {"start": 477.54, "end": 477.82, "word": " كانت", "probability": 0.956787109375}, {"start": 477.82, "end": 477.98, "word": " هذه", "probability": 0.650390625}, {"start": 477.98, "end": 478.24, "word": " low", "probability": 0.9677734375}, {"start": 478.24, "end": 478.64, "word": " هذه", "probability": 0.5859375}, {"start": 478.64, "end": 479.12, "word": " حلاجيها", "probability": 0.731396484375}, {"start": 479.12, "end": 479.34, "word": " low", "probability": 0.982421875}, {"start": 479.34, "end": 480.18, "word": " بمعنى", "probability": 0.9650390625}, {"start": 480.18, "end": 481.06, "word": " انه", "probability": 0.717529296875}, {"start": 481.06, "end": 481.74, "word": " دائما", "probability": 0.9264322916666666}, {"start": 481.74, "end": 483.9, "word": " I", "probability": 0.35302734375}, {"start": 483.9, "end": 484.38, "word": " و", "probability": 0.76708984375}, {"start": 484.38, "end": 484.62, "word": " J", "probability": 0.52685546875}, {"start": 484.62, "end": 485.78, "word": " متشابهات", "probability": 0.98310546875}, {"start": 485.78, "end": 486.42, "word": " فبقدر", "probability": 0.9659423828125}, {"start": 486.42, "end": 486.58, "word": " اقول", "probability": 0.77294921875}, {"start": 486.58, "end": 486.8, "word": " انه", "probability": 0.810546875}, {"start": 486.8, "end": 487.0, "word": " اذا", "probability": 0.85888671875}, {"start": 487.0, "end": 487.3, "word": " I", "probability": 0.96923828125}, {"start": 487.3, "end": 487.78, "word": " فعلا", "probability": 0.9251302083333334}, {"start": 487.78, "end": 488.98, "word": " قريبة", "probability": 0.9752604166666666}, {"start": 488.98, "end": 489.84, "word": " بشكل", "probability": 0.9944661458333334}, {"start": 489.84, "end": 490.4, "word": " كافي", "probability": 0.9710286458333334}, {"start": 490.4, "end": 490.56, "word": " ان", "probability": 0.8828125}, {"start": 490.56, "end": 490.78, "word": " هي", "probability": 0.9169921875}, {"start": 490.78, "end": 491.24, "word": " دائما", "probability": 0.80126953125}, {"start": 491.24, "end": 491.66, "word": " تعمل", "probability": 0.97705078125}, {"start": 491.66, "end": 492.58, "word": " excitation", "probability": 0.7822265625}, {"start": 492.58, "end": 493.04, "word": " ل", "probability": 0.96337890625}, {"start": 493.04, "end": 493.36, "word": " j", "probability": 0.328369140625}, {"start": 493.36, "end": 493.82, "word": " كل", "probability": 0.9462890625}, {"start": 493.82, "end": 494.0, "word": " ما", "probability": 0.91845703125}, {"start": 494.0, "end": 494.34, "word": " كانت", "probability": 0.991455078125}, {"start": 494.34, "end": 494.48, "word": " هي", "probability": 0.873046875}, {"start": 494.48, "end": 495.08, "word": " excited", "probability": 0.97119140625}, {"start": 495.08, "end": 495.92, "word": " بمعنى", "probability": 0.96669921875}, {"start": 495.92, "end": 496.1, "word": " كل", "probability": 0.97314453125}, {"start": 496.1, "end": 496.22, "word": " ما", "probability": 0.9755859375}, {"start": 496.22, "end": 496.46, "word": " كانت", "probability": 0.9931640625}, {"start": 496.46, "end": 496.66, "word": " هي", "probability": 0.9287109375}, {"start": 496.66, "end": 497.72, "word": " مخدة", "probability": 0.9140625}, {"start": 497.72, "end": 498.46, "word": " activation", "probability": 0.96044921875}, {"start": 498.46, "end": 499.64, "word": " عالية", "probability": 0.9905598958333334}], "temperature": 1.0}, {"id": 22, "seek": 51770, "start": 500.6, "end": 517.7, "text": "بنجد ان ال j برضه ماخدة activation عالية فبنقدر نقول ان هي مشتركين في ال activation بتاعتهم ف ال synaptic connection between these two او them فإذا ال connection between them اللي هي سمنها ال synaptic connection", "tokens": [3555, 1863, 7435, 3215, 16472, 2423, 361, 4724, 43042, 3224, 3714, 47283, 41891, 24433, 6225, 6027, 10632, 6156, 3555, 1863, 28543, 2288, 8717, 39648, 16472, 39896, 37893, 2655, 31747, 9957, 8978, 2423, 24433, 39894, 995, 34268, 16095, 6156, 2423, 5451, 2796, 299, 4984, 1296, 613, 732, 1975, 2407, 552, 6156, 28814, 15730, 2423, 4984, 1296, 552, 13672, 1829, 39896, 8608, 27842, 11296, 2423, 5451, 2796, 299, 4984], "avg_logprob": -0.18267463958438704, "compression_ratio": 1.6327683615819208, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 500.6, "end": 501.12, "word": "بنجد", "probability": 0.8858642578125}, {"start": 501.12, "end": 501.3, "word": " ان", "probability": 0.3408203125}, {"start": 501.3, "end": 501.48, "word": " ال", "probability": 0.7333984375}, {"start": 501.48, "end": 501.7, "word": " j", "probability": 0.31005859375}, {"start": 501.7, "end": 502.06, "word": " برضه", "probability": 0.96630859375}, {"start": 502.06, "end": 502.38, "word": " ماخدة", "probability": 0.8732096354166666}, {"start": 502.38, "end": 502.78, "word": " activation", "probability": 0.98095703125}, {"start": 502.78, "end": 503.34, "word": " عالية", "probability": 0.9866536458333334}, {"start": 503.34, "end": 504.78, "word": " فبنقدر", "probability": 0.8958984375}, {"start": 504.78, "end": 505.0, "word": " نقول", "probability": 0.9912109375}, {"start": 505.0, "end": 505.12, "word": " ان", "probability": 0.56982421875}, {"start": 505.12, "end": 505.28, "word": " هي", "probability": 0.576171875}, {"start": 505.28, "end": 506.16, "word": " مشتركين", "probability": 0.91455078125}, {"start": 506.16, "end": 506.36, "word": " في", "probability": 0.96484375}, {"start": 506.36, "end": 506.48, "word": " ال", "probability": 0.97216796875}, {"start": 506.48, "end": 506.96, "word": " activation", "probability": 0.982421875}, {"start": 506.96, "end": 507.6, "word": " بتاعتهم", "probability": 0.9447021484375}, {"start": 507.6, "end": 507.96, "word": " ف", "probability": 0.7783203125}, {"start": 507.96, "end": 508.2, "word": " ال", "probability": 0.62451171875}, {"start": 508.2, "end": 508.82, "word": " synaptic", "probability": 0.8450520833333334}, {"start": 508.82, "end": 509.52, "word": " connection", "probability": 0.89404296875}, {"start": 509.52, "end": 509.96, "word": " between", "probability": 0.93798828125}, {"start": 509.96, "end": 510.62, "word": " these", "probability": 0.36669921875}, {"start": 510.62, "end": 510.94, "word": " two", "probability": 0.83251953125}, {"start": 510.94, "end": 511.2, "word": " او", "probability": 0.828369140625}, {"start": 511.2, "end": 511.64, "word": " them", "probability": 0.9453125}, {"start": 511.64, "end": 512.7, "word": " فإذا", "probability": 0.7451171875}, {"start": 512.7, "end": 512.82, "word": " ال", "probability": 0.96826171875}, {"start": 512.82, "end": 513.2, "word": " connection", "probability": 0.9375}, {"start": 513.2, "end": 513.56, "word": " between", "probability": 0.94580078125}, {"start": 513.56, "end": 513.96, "word": " them", "probability": 0.94140625}, {"start": 513.96, "end": 514.26, "word": " اللي", "probability": 0.940185546875}, {"start": 514.26, "end": 514.42, "word": " هي", "probability": 0.7236328125}, {"start": 514.42, "end": 514.96, "word": " سمنها", "probability": 0.8448893229166666}, {"start": 514.96, "end": 515.66, "word": " ال", "probability": 0.91357421875}, {"start": 515.66, "end": 517.02, "word": " synaptic", "probability": 0.8163248697916666}, {"start": 517.02, "end": 517.7, "word": " connection", "probability": 0.9072265625}], "temperature": 1.0}, {"id": 23, "seek": 54479, "start": 518.62, "end": 544.8, "text": "زي ال .. ما اتكلمنا في ال biological anatomy المرة السابقة .. المرات السابقة فبنقدر نقول ان في الحالة هذه العلاقة بينهم بقدر اقول بين ال two هي strong فبقدر اعليها اقويها ليش؟ لأن في ال observations تبعتنا وجدنا ان كل ما I high J معها high معنا ذلك انه", "tokens": [11622, 1829, 2423, 4386, 19446, 1975, 2655, 4117, 19528, 8315, 8978, 2423, 13910, 31566, 9673, 25720, 21136, 16758, 28671, 4386, 9673, 2288, 9307, 21136, 16758, 28671, 6156, 3555, 1863, 28543, 2288, 8717, 39648, 16472, 8978, 21542, 6027, 3660, 29538, 18863, 15040, 28671, 49374, 16095, 4724, 28543, 2288, 1975, 39648, 49374, 2423, 732, 39896, 2068, 6156, 3555, 28543, 2288, 1975, 3615, 20292, 11296, 1975, 4587, 45865, 11296, 32239, 8592, 22807, 5296, 33456, 8978, 2423, 18163, 6055, 3555, 34268, 8315, 49610, 3215, 8315, 16472, 28242, 19446, 286, 1090, 508, 20449, 11296, 1090, 20449, 8315, 29910, 23275, 16472, 3224], "avg_logprob": -0.17251932989690721, "compression_ratio": 1.7222222222222223, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 518.62, "end": 519.08, "word": "زي", "probability": 0.857666015625}, {"start": 519.08, "end": 519.56, "word": " ال", "probability": 0.304931640625}, {"start": 519.56, "end": 520.2, "word": " ..", "probability": 0.755859375}, {"start": 520.2, "end": 521.0, "word": " ما", "probability": 0.9111328125}, {"start": 521.0, "end": 521.58, "word": " اتكلمنا", "probability": 0.92958984375}, {"start": 521.58, "end": 521.74, "word": " في", "probability": 0.9365234375}, {"start": 521.74, "end": 521.82, "word": " ال", "probability": 0.97021484375}, {"start": 521.82, "end": 522.3, "word": " biological", "probability": 0.75537109375}, {"start": 522.3, "end": 523.54, "word": " anatomy", "probability": 0.262939453125}, {"start": 523.54, "end": 523.88, "word": " المرة", "probability": 0.79052734375}, {"start": 523.88, "end": 524.66, "word": " السابقة", "probability": 0.9820963541666666}, {"start": 524.66, "end": 524.76, "word": " ..", "probability": 0.47705078125}, {"start": 524.76, "end": 525.02, "word": " المرات", "probability": 0.8391927083333334}, {"start": 525.02, "end": 525.54, "word": " السابقة", "probability": 0.9964192708333334}, {"start": 525.54, "end": 526.28, "word": " فبنقدر", "probability": 0.94619140625}, {"start": 526.28, "end": 526.52, "word": " نقول", "probability": 0.91064453125}, {"start": 526.52, "end": 526.62, "word": " ان", "probability": 0.51025390625}, {"start": 526.62, "end": 526.72, "word": " في", "probability": 0.84716796875}, {"start": 526.72, "end": 527.04, "word": " الحالة", "probability": 0.91259765625}, {"start": 527.04, "end": 527.3, "word": " هذه", "probability": 0.509765625}, {"start": 527.3, "end": 527.92, "word": " العلاقة", "probability": 0.96240234375}, {"start": 527.92, "end": 528.66, "word": " بينهم", "probability": 0.9853515625}, {"start": 528.66, "end": 529.24, "word": " بقدر", "probability": 0.9580078125}, {"start": 529.24, "end": 529.58, "word": " اقول", "probability": 0.86865234375}, {"start": 529.58, "end": 529.84, "word": " بين", "probability": 0.84130859375}, {"start": 529.84, "end": 529.96, "word": " ال", "probability": 0.90869140625}, {"start": 529.96, "end": 530.16, "word": " two", "probability": 0.88623046875}, {"start": 530.16, "end": 530.68, "word": " هي", "probability": 0.84765625}, {"start": 530.68, "end": 531.56, "word": " strong", "probability": 0.9482421875}, {"start": 531.56, "end": 532.76, "word": " فبقدر", "probability": 0.974609375}, {"start": 532.76, "end": 533.7, "word": " اعليها", "probability": 0.892333984375}, {"start": 533.7, "end": 534.96, "word": " اقويها", "probability": 0.81768798828125}, {"start": 534.96, "end": 535.8, "word": " ليش؟", "probability": 0.7986653645833334}, {"start": 535.8, "end": 536.1, "word": " لأن", "probability": 0.849365234375}, {"start": 536.1, "end": 536.76, "word": " في", "probability": 0.56005859375}, {"start": 536.76, "end": 536.88, "word": " ال", "probability": 0.93115234375}, {"start": 536.88, "end": 537.44, "word": " observations", "probability": 0.96728515625}, {"start": 537.44, "end": 538.18, "word": " تبعتنا", "probability": 0.9481201171875}, {"start": 538.18, "end": 538.76, "word": " وجدنا", "probability": 0.9290364583333334}, {"start": 538.76, "end": 538.92, "word": " ان", "probability": 0.7431640625}, {"start": 538.92, "end": 539.16, "word": " كل", "probability": 0.943359375}, {"start": 539.16, "end": 539.32, "word": " ما", "probability": 0.96142578125}, {"start": 539.32, "end": 539.58, "word": " I", "probability": 0.81103515625}, {"start": 539.58, "end": 540.44, "word": " high", "probability": 0.49462890625}, {"start": 540.44, "end": 541.74, "word": " J", "probability": 0.431396484375}, {"start": 541.74, "end": 542.64, "word": " معها", "probability": 0.903076171875}, {"start": 542.64, "end": 542.98, "word": " high", "probability": 0.9130859375}, {"start": 542.98, "end": 543.92, "word": " معنا", "probability": 0.837890625}, {"start": 543.92, "end": 544.32, "word": " ذلك", "probability": 0.96923828125}, {"start": 544.32, "end": 544.8, "word": " انه", "probability": 0.865478515625}], "temperature": 1.0}, {"id": 24, "seek": 56995, "start": 545.43, "end": 569.95, "text": "بدي افهم انه دائما الاتنين هدوله اقرب enough انه واحدة منهم excited معناته التانية بده يصيرلها excitation التانية بده يصيرلها excitation او تتفعل كل ما واحدة منهم بتفعلت التانية هتتفعل معناه ذلك ان ال connection between them high عشان اضمن انه لو هذه صارلها excitation لاحقا اكيد j بده يصيرلها excitation فهذه ارتباط حقيقة", "tokens": [3555, 16254, 1975, 5172, 16095, 16472, 3224, 11778, 16373, 15042, 2423, 9307, 1863, 9957, 8032, 3215, 12610, 3224, 1975, 4587, 25513, 1547, 16472, 3224, 36764, 24401, 3660, 9154, 16095, 2919, 20449, 8315, 47395, 16712, 7649, 10632, 47525, 3224, 7251, 9381, 13546, 1211, 11296, 1624, 4614, 16712, 7649, 10632, 47525, 3224, 7251, 9381, 13546, 1211, 11296, 1624, 4614, 1975, 2407, 6055, 2655, 5172, 30241, 28242, 19446, 36764, 24401, 3660, 9154, 16095, 39894, 5172, 30241, 2655, 16712, 7649, 10632, 8032, 2655, 2655, 5172, 30241, 20449, 8315, 3224, 29910, 23275, 16472, 2423, 4984, 1296, 552, 1090, 6225, 8592, 7649, 1975, 11242, 27842, 16472, 3224, 45164, 29538, 20328, 9640, 1211, 11296, 1624, 4614, 20193, 5016, 4587, 995, 1975, 4117, 25708, 361, 47525, 3224, 7251, 9381, 13546, 1211, 11296, 1624, 4614, 6156, 3224, 24192, 1975, 43500, 3555, 41193, 11331, 38436, 28671], "avg_logprob": -0.17141879823086034, "compression_ratio": 2.115702479338843, "no_speech_prob": 8.344650268554688e-07, "words": [{"start": 545.43, "end": 545.77, "word": "بدي", "probability": 0.828857421875}, {"start": 545.77, "end": 546.13, "word": " افهم", "probability": 0.7405598958333334}, {"start": 546.13, "end": 546.47, "word": " انه", "probability": 0.674072265625}, {"start": 546.47, "end": 546.83, "word": " دائما", "probability": 0.912109375}, {"start": 546.83, "end": 547.15, "word": " الاتنين", "probability": 0.8431396484375}, {"start": 547.15, "end": 547.53, "word": " هدوله", "probability": 0.7481689453125}, {"start": 547.53, "end": 548.59, "word": " اقرب", "probability": 0.5093994140625}, {"start": 548.59, "end": 549.03, "word": " enough", "probability": 0.72607421875}, {"start": 549.03, "end": 549.63, "word": " انه", "probability": 0.8046875}, {"start": 549.63, "end": 550.11, "word": " واحدة", "probability": 0.86376953125}, {"start": 550.11, "end": 550.37, "word": " منهم", "probability": 0.993896484375}, {"start": 550.37, "end": 550.89, "word": " excited", "probability": 0.9814453125}, {"start": 550.89, "end": 552.21, "word": " معناته", "probability": 0.8141276041666666}, {"start": 552.21, "end": 552.55, "word": " التانية", "probability": 0.9493815104166666}, {"start": 552.55, "end": 552.77, "word": " بده", "probability": 0.646484375}, {"start": 552.77, "end": 553.09, "word": " يصيرلها", "probability": 0.87939453125}, {"start": 553.09, "end": 553.77, "word": " excitation", "probability": 0.7578125}, {"start": 553.77, "end": 554.69, "word": " التانية", "probability": 0.8629557291666666}, {"start": 554.69, "end": 554.87, "word": " بده", "probability": 0.936279296875}, {"start": 554.87, "end": 555.25, "word": " يصيرلها", "probability": 0.9919921875}, {"start": 555.25, "end": 556.05, "word": " excitation", "probability": 0.904296875}, {"start": 556.05, "end": 556.33, "word": " او", "probability": 0.85791015625}, {"start": 556.33, "end": 557.05, "word": " تتفعل", "probability": 0.9644775390625}, {"start": 557.05, "end": 557.37, "word": " كل", "probability": 0.80029296875}, {"start": 557.37, "end": 557.47, "word": " ما", "probability": 0.63232421875}, {"start": 557.47, "end": 557.69, "word": " واحدة", "probability": 0.9832356770833334}, {"start": 557.69, "end": 557.81, "word": " منهم", "probability": 0.9638671875}, {"start": 557.81, "end": 558.27, "word": " بتفعلت", "probability": 0.6243896484375}, {"start": 558.27, "end": 558.49, "word": " التانية", "probability": 0.96142578125}, {"start": 558.49, "end": 558.99, "word": " هتتفعل", "probability": 0.97548828125}, {"start": 558.99, "end": 559.29, "word": " معناه", "probability": 0.8548177083333334}, {"start": 559.29, "end": 559.47, "word": " ذلك", "probability": 0.98193359375}, {"start": 559.47, "end": 559.59, "word": " ان", "probability": 0.87939453125}, {"start": 559.59, "end": 559.67, "word": " ال", "probability": 0.96630859375}, {"start": 559.67, "end": 559.97, "word": " connection", "probability": 0.9267578125}, {"start": 559.97, "end": 560.29, "word": " between", "probability": 0.947265625}, {"start": 560.29, "end": 560.67, "word": " them", "probability": 0.9423828125}, {"start": 560.67, "end": 561.31, "word": " high", "probability": 0.81689453125}, {"start": 561.31, "end": 561.81, "word": " عشان", "probability": 0.9869791666666666}, {"start": 561.81, "end": 562.17, "word": " اضمن", "probability": 0.9205729166666666}, {"start": 562.17, "end": 562.57, "word": " انه", "probability": 0.926513671875}, {"start": 562.57, "end": 562.95, "word": " لو", "probability": 0.98779296875}, {"start": 562.95, "end": 563.21, "word": " هذه", "probability": 0.285888671875}, {"start": 563.21, "end": 563.67, "word": " صارلها", "probability": 0.975830078125}, {"start": 563.67, "end": 564.33, "word": " excitation", "probability": 0.924560546875}, {"start": 564.33, "end": 565.05, "word": " لاحقا", "probability": 0.9254150390625}, {"start": 565.05, "end": 565.71, "word": " اكيد", "probability": 0.9176432291666666}, {"start": 565.71, "end": 565.99, "word": " j", "probability": 0.3154296875}, {"start": 565.99, "end": 566.73, "word": " بده", "probability": 0.819580078125}, {"start": 566.73, "end": 567.05, "word": " يصيرلها", "probability": 0.98955078125}, {"start": 567.05, "end": 567.69, "word": " excitation", "probability": 0.9423828125}, {"start": 567.69, "end": 568.41, "word": " فهذه", "probability": 0.9220377604166666}, {"start": 568.41, "end": 569.41, "word": " ارتباط", "probability": 0.9801025390625}, {"start": 569.41, "end": 569.95, "word": " حقيقة", "probability": 0.8621419270833334}], "temperature": 1.0}, {"id": 25, "seek": 58980, "start": 570.71, "end": 589.81, "text": "هذا الكلام بسميه الارتباط واحدة بتعمل ال excitation للتانية فبكونوا مرتبطين ففي علاقة بينهم و العلاقة هذه بتقوى كل ما فعلا المشاهدة هذه بلاحظها بتصير باستمرار طيب ايش علاقة hip في نظرية زي هذه؟", "tokens": [3224, 15730, 2423, 28820, 10943, 4724, 38251, 1829, 3224, 2423, 9640, 2655, 3555, 41193, 36764, 24401, 3660, 39894, 25957, 1211, 2423, 1624, 4614, 24976, 2655, 7649, 10632, 6156, 3555, 30544, 14407, 3714, 43500, 3555, 9566, 9957, 6156, 41185, 11203, 995, 28671, 49374, 16095, 4032, 18863, 15040, 28671, 29538, 39894, 4587, 2407, 7578, 28242, 19446, 6156, 3615, 15040, 9673, 8592, 40294, 41891, 29538, 4724, 15040, 5016, 19913, 11296, 39894, 9381, 13546, 4724, 995, 14851, 29973, 9640, 23032, 1829, 3555, 1975, 1829, 8592, 11203, 995, 28671, 8103, 8978, 8717, 19913, 2288, 10632, 30767, 1829, 29538, 22807], "avg_logprob": -0.1779605253746635, "compression_ratio": 1.7, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 570.71, "end": 571.03, "word": "هذا", "probability": 0.953125}, {"start": 571.03, "end": 571.45, "word": " الكلام", "probability": 0.9622395833333334}, {"start": 571.45, "end": 572.49, "word": " بسميه", "probability": 0.954345703125}, {"start": 572.49, "end": 573.13, "word": " الارتباط", "probability": 0.888623046875}, {"start": 573.13, "end": 573.83, "word": " واحدة", "probability": 0.841796875}, {"start": 573.83, "end": 574.99, "word": " بتعمل", "probability": 0.6902669270833334}, {"start": 574.99, "end": 575.07, "word": " ال", "probability": 0.1400146484375}, {"start": 575.07, "end": 575.59, "word": " excitation", "probability": 0.6319580078125}, {"start": 575.59, "end": 576.33, "word": " للتانية", "probability": 0.9248046875}, {"start": 576.33, "end": 577.35, "word": " فبكونوا", "probability": 0.6875}, {"start": 577.35, "end": 577.95, "word": " مرتبطين", "probability": 0.99326171875}, {"start": 577.95, "end": 578.43, "word": " ففي", "probability": 0.792236328125}, {"start": 578.43, "end": 579.19, "word": " علاقة", "probability": 0.9772135416666666}, {"start": 579.19, "end": 579.95, "word": " بينهم", "probability": 0.981689453125}, {"start": 579.95, "end": 580.19, "word": " و", "probability": 0.341064453125}, {"start": 580.19, "end": 580.59, "word": " العلاقة", "probability": 0.9285481770833334}, {"start": 580.59, "end": 580.79, "word": " هذه", "probability": 0.71337890625}, {"start": 580.79, "end": 581.65, "word": " بتقوى", "probability": 0.9713134765625}, {"start": 581.65, "end": 582.03, "word": " كل", "probability": 0.95947265625}, {"start": 582.03, "end": 582.17, "word": " ما", "probability": 0.86572265625}, {"start": 582.17, "end": 582.53, "word": " فعلا", "probability": 0.89404296875}, {"start": 582.53, "end": 583.15, "word": " المشاهدة", "probability": 0.9578857421875}, {"start": 583.15, "end": 583.57, "word": " هذه", "probability": 0.7001953125}, {"start": 583.57, "end": 584.61, "word": " بلاحظها", "probability": 0.94873046875}, {"start": 584.61, "end": 585.19, "word": " بتصير", "probability": 0.8894856770833334}, {"start": 585.19, "end": 585.95, "word": " باستمرار", "probability": 0.976171875}, {"start": 585.95, "end": 586.77, "word": " طيب", "probability": 0.9065755208333334}, {"start": 586.77, "end": 587.15, "word": " ايش", "probability": 0.775634765625}, {"start": 587.15, "end": 587.51, "word": " علاقة", "probability": 0.982421875}, {"start": 587.51, "end": 587.75, "word": " hip", "probability": 0.11151123046875}, {"start": 587.75, "end": 587.99, "word": " في", "probability": 0.8984375}, {"start": 587.99, "end": 588.69, "word": " نظرية", "probability": 0.942626953125}, {"start": 588.69, "end": 588.89, "word": " زي", "probability": 0.880859375}, {"start": 588.89, "end": 589.81, "word": " هذه؟", "probability": 0.93603515625}], "temperature": 1.0}, {"id": 26, "seek": 61797, "start": 590.03, "end": 617.97, "text": "في هيكي موضوع انه والله يقولنا في الآخر معناته ان الـ J ال sensitivity بتاعتها عالية ل ال stimuli from neuron I ل ال excitation اللي اجت من I بكل بساطة هم كانوا في الزمانات بيعملوا كتير تجارب الحقيقة على الحيوانات و منها سلوك الحيوانات فلو افترضنا ان في عندك كلب و الكلب هذا بتعطيك طعام مع قرع ال bell او مع الجرس", "tokens": [41185, 39896, 4117, 1829, 3714, 2407, 11242, 45367, 16472, 3224, 16070, 43761, 7251, 39648, 8315, 8978, 6024, 95, 34740, 20449, 8315, 47395, 16472, 2423, 39184, 508, 2423, 19392, 39894, 995, 34268, 11296, 6225, 6027, 10632, 5296, 2423, 47752, 490, 34090, 286, 5296, 2423, 1624, 4614, 13672, 1829, 1975, 7435, 2655, 9154, 286, 4724, 28820, 4724, 3794, 41193, 3660, 8032, 2304, 25961, 14407, 8978, 6024, 110, 2304, 7649, 9307, 4724, 1829, 25957, 1211, 14407, 9122, 2655, 13546, 6055, 7435, 9640, 3555, 21542, 38436, 28671, 15844, 21542, 1829, 2407, 7649, 9307, 4032, 9154, 11296, 8608, 1211, 2407, 4117, 21542, 1829, 2407, 7649, 9307, 6156, 1211, 2407, 1975, 5172, 2655, 43042, 8315, 16472, 8978, 43242, 4117, 28242, 3555, 4032, 2423, 28820, 3555, 23758, 39894, 3615, 9566, 1829, 4117, 23032, 3615, 10943, 20449, 12174, 2288, 3615, 2423, 4549, 1975, 2407, 20449, 25724, 2288, 3794], "avg_logprob": -0.17719415062708213, "compression_ratio": 1.789655172413793, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 590.03, "end": 590.25, "word": "في", "probability": 0.8681640625}, {"start": 590.25, "end": 590.53, "word": " هيكي", "probability": 0.5467122395833334}, {"start": 590.53, "end": 591.01, "word": " موضوع", "probability": 0.9599609375}, {"start": 591.01, "end": 591.41, "word": " انه", "probability": 0.474365234375}, {"start": 591.41, "end": 591.57, "word": " والله", "probability": 0.7135009765625}, {"start": 591.57, "end": 591.89, "word": " يقولنا", "probability": 0.9705403645833334}, {"start": 591.89, "end": 591.99, "word": " في", "probability": 0.92041015625}, {"start": 591.99, "end": 592.27, "word": " الآخر", "probability": 0.9241536458333334}, {"start": 592.27, "end": 592.59, "word": " معناته", "probability": 0.9765625}, {"start": 592.59, "end": 592.77, "word": " ان", "probability": 0.70556640625}, {"start": 592.77, "end": 592.99, "word": " الـ", "probability": 0.59228515625}, {"start": 592.99, "end": 593.11, "word": " J", "probability": 0.353759765625}, {"start": 593.11, "end": 593.47, "word": " ال", "probability": 0.51513671875}, {"start": 593.47, "end": 593.77, "word": " sensitivity", "probability": 0.66064453125}, {"start": 593.77, "end": 594.33, "word": " بتاعتها", "probability": 0.939697265625}, {"start": 594.33, "end": 595.11, "word": " عالية", "probability": 0.97998046875}, {"start": 595.11, "end": 595.55, "word": " ل", "probability": 0.451171875}, {"start": 595.55, "end": 595.85, "word": " ال", "probability": 0.2044677734375}, {"start": 595.85, "end": 596.33, "word": " stimuli", "probability": 0.650390625}, {"start": 596.33, "end": 597.83, "word": " from", "probability": 0.480224609375}, {"start": 597.83, "end": 598.73, "word": " neuron", "probability": 0.734375}, {"start": 598.73, "end": 599.05, "word": " I", "probability": 0.89990234375}, {"start": 599.05, "end": 599.53, "word": " ل", "probability": 0.6435546875}, {"start": 599.53, "end": 600.15, "word": " ال", "probability": 0.623046875}, {"start": 600.15, "end": 601.17, "word": " excitation", "probability": 0.6768798828125}, {"start": 601.17, "end": 601.39, "word": " اللي", "probability": 0.949951171875}, {"start": 601.39, "end": 601.61, "word": " اجت", "probability": 0.6470540364583334}, {"start": 601.61, "end": 601.77, "word": " من", "probability": 0.994140625}, {"start": 601.77, "end": 602.05, "word": " I", "probability": 0.96630859375}, {"start": 602.05, "end": 602.81, "word": " بكل", "probability": 0.890869140625}, {"start": 602.81, "end": 603.35, "word": " بساطة", "probability": 0.9915771484375}, {"start": 603.35, "end": 603.89, "word": " هم", "probability": 0.788818359375}, {"start": 603.89, "end": 604.27, "word": " كانوا", "probability": 0.979248046875}, {"start": 604.27, "end": 604.47, "word": " في", "probability": 0.94970703125}, {"start": 604.47, "end": 604.85, "word": " الزمانات", "probability": 0.769140625}, {"start": 604.85, "end": 605.25, "word": " بيعملوا", "probability": 0.9908203125}, {"start": 605.25, "end": 605.61, "word": " كتير", "probability": 0.9695638020833334}, {"start": 605.61, "end": 606.05, "word": " تجارب", "probability": 0.9937744140625}, {"start": 606.05, "end": 606.47, "word": " الحقيقة", "probability": 0.94482421875}, {"start": 606.47, "end": 606.69, "word": " على", "probability": 0.8056640625}, {"start": 606.69, "end": 607.67, "word": " الحيوانات", "probability": 0.98984375}, {"start": 607.67, "end": 607.77, "word": " و", "probability": 0.94384765625}, {"start": 607.77, "end": 608.03, "word": " منها", "probability": 0.7578125}, {"start": 608.03, "end": 608.37, "word": " سلوك", "probability": 0.948486328125}, {"start": 608.37, "end": 608.97, "word": " الحيوانات", "probability": 0.98837890625}, {"start": 608.97, "end": 609.73, "word": " فلو", "probability": 0.97314453125}, {"start": 609.73, "end": 610.21, "word": " افترضنا", "probability": 0.97880859375}, {"start": 610.21, "end": 610.37, "word": " ان", "probability": 0.77197265625}, {"start": 610.37, "end": 610.55, "word": " في", "probability": 0.81494140625}, {"start": 610.55, "end": 611.03, "word": " عندك", "probability": 0.994140625}, {"start": 611.03, "end": 612.21, "word": " كلب", "probability": 0.81103515625}, {"start": 612.21, "end": 612.61, "word": " و", "probability": 0.69873046875}, {"start": 612.61, "end": 612.91, "word": " الكلب", "probability": 0.8740234375}, {"start": 612.91, "end": 613.05, "word": " هذا", "probability": 0.654296875}, {"start": 613.05, "end": 613.57, "word": " بتعطيك", "probability": 0.85849609375}, {"start": 613.57, "end": 614.01, "word": " طعام", "probability": 0.9708658854166666}, {"start": 614.01, "end": 614.81, "word": " مع", "probability": 0.99072265625}, {"start": 614.81, "end": 616.07, "word": " قرع", "probability": 0.93994140625}, {"start": 616.07, "end": 616.23, "word": " ال", "probability": 0.9423828125}, {"start": 616.23, "end": 616.47, "word": " bell", "probability": 0.9482421875}, {"start": 616.47, "end": 616.77, "word": " او", "probability": 0.763916015625}, {"start": 616.77, "end": 617.09, "word": " مع", "probability": 0.9140625}, {"start": 617.09, "end": 617.97, "word": " الجرس", "probability": 0.97412109375}], "temperature": 1.0}, {"id": 27, "seek": 64699, "start": 619.09, "end": 646.99, "text": "فكل ما بتجيبله الطعام بتقرا الجرس فهو على طول مباشرة بيجي للطعام طيب بعد ذلك بصير في علاقة بين ال observations هيك بتقول انه بين الطعام ال food و ال bell او الجرس فمعنى ذلك انه لو اي واحد مسك الجرس و خبط الجرس هيجي الكلب مباشرة ليش لأنه صار عنده ارتباط وثيق بين ال two observations او ال two objects هدولة", "tokens": [5172, 28820, 19446, 39894, 7435, 1829, 36150, 3224, 41950, 3615, 10943, 39894, 4587, 23557, 25724, 2288, 3794, 6156, 3224, 2407, 15844, 23032, 12610, 3714, 3555, 33599, 25720, 4724, 1829, 7435, 1829, 24976, 9566, 3615, 10943, 23032, 1829, 3555, 39182, 29910, 23275, 4724, 9381, 13546, 8978, 11203, 995, 28671, 49374, 2423, 18163, 39896, 4117, 39894, 39648, 16472, 3224, 49374, 41950, 3615, 10943, 2423, 1755, 4032, 2423, 4549, 1975, 2407, 25724, 2288, 3794, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 16472, 3224, 45164, 1975, 1829, 36764, 24401, 47524, 4117, 25724, 2288, 3794, 4032, 16490, 3555, 9566, 25724, 2288, 3794, 39896, 7435, 1829, 33251, 46152, 3714, 3555, 33599, 25720, 32239, 8592, 5296, 33456, 3224, 20328, 9640, 43242, 3224, 1975, 43500, 3555, 41193, 4032, 12984, 1829, 4587, 49374, 2423, 732, 18163, 1975, 2407, 2423, 732, 6565, 8032, 3215, 12610, 3660], "avg_logprob": -0.1010492665924295, "compression_ratio": 1.9236641221374047, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 619.09, "end": 619.59, "word": "فكل", "probability": 0.96533203125}, {"start": 619.59, "end": 620.27, "word": " ما", "probability": 0.86767578125}, {"start": 620.27, "end": 620.81, "word": " بتجيبله", "probability": 0.86396484375}, {"start": 620.81, "end": 621.27, "word": " الطعام", "probability": 0.9554036458333334}, {"start": 621.27, "end": 621.95, "word": " بتقرا", "probability": 0.8876953125}, {"start": 621.95, "end": 622.65, "word": " الجرس", "probability": 0.9510091145833334}, {"start": 622.65, "end": 622.97, "word": " فهو", "probability": 0.9440104166666666}, {"start": 622.97, "end": 623.11, "word": " على", "probability": 0.91455078125}, {"start": 623.11, "end": 623.29, "word": " طول", "probability": 0.990478515625}, {"start": 623.29, "end": 623.73, "word": " مباشرة", "probability": 0.9873046875}, {"start": 623.73, "end": 624.03, "word": " بيجي", "probability": 0.9656982421875}, {"start": 624.03, "end": 624.49, "word": " للطعام", "probability": 0.9775390625}, {"start": 624.49, "end": 625.01, "word": " طيب", "probability": 0.9090169270833334}, {"start": 625.01, "end": 625.83, "word": " بعد", "probability": 0.83642578125}, {"start": 625.83, "end": 626.15, "word": " ذلك", "probability": 0.99365234375}, {"start": 626.15, "end": 626.53, "word": " بصير", "probability": 0.8606770833333334}, {"start": 626.53, "end": 626.69, "word": " في", "probability": 0.7900390625}, {"start": 626.69, "end": 627.17, "word": " علاقة", "probability": 0.9812825520833334}, {"start": 627.17, "end": 627.53, "word": " بين", "probability": 0.97119140625}, {"start": 627.53, "end": 628.79, "word": " ال", "probability": 0.80908203125}, {"start": 628.79, "end": 629.63, "word": " observations", "probability": 0.8779296875}, {"start": 629.63, "end": 629.91, "word": " هيك", "probability": 0.621826171875}, {"start": 629.91, "end": 630.29, "word": " بتقول", "probability": 0.96728515625}, {"start": 630.29, "end": 630.67, "word": " انه", "probability": 0.4979248046875}, {"start": 630.67, "end": 630.85, "word": " بين", "probability": 0.98095703125}, {"start": 630.85, "end": 631.33, "word": " الطعام", "probability": 0.99072265625}, {"start": 631.33, "end": 631.53, "word": " ال", "probability": 0.89208984375}, {"start": 631.53, "end": 631.91, "word": " food", "probability": 0.95849609375}, {"start": 631.91, "end": 632.19, "word": " و", "probability": 0.89453125}, {"start": 632.19, "end": 632.45, "word": " ال", "probability": 0.94873046875}, {"start": 632.45, "end": 632.73, "word": " bell", "probability": 0.96826171875}, {"start": 632.73, "end": 633.25, "word": " او", "probability": 0.7447509765625}, {"start": 633.25, "end": 634.15, "word": " الجرس", "probability": 0.986328125}, {"start": 634.15, "end": 634.97, "word": " فمعنى", "probability": 0.943359375}, {"start": 634.97, "end": 635.21, "word": " ذلك", "probability": 0.99072265625}, {"start": 635.21, "end": 635.71, "word": " انه", "probability": 0.891357421875}, {"start": 635.71, "end": 636.05, "word": " لو", "probability": 0.96875}, {"start": 636.05, "end": 636.87, "word": " اي", "probability": 0.913330078125}, {"start": 636.87, "end": 637.21, "word": " واحد", "probability": 0.995361328125}, {"start": 637.21, "end": 637.53, "word": " مسك", "probability": 0.81787109375}, {"start": 637.53, "end": 637.99, "word": " الجرس", "probability": 0.9860026041666666}, {"start": 637.99, "end": 638.19, "word": " و", "probability": 0.8701171875}, {"start": 638.19, "end": 639.53, "word": " خبط", "probability": 0.9641927083333334}, {"start": 639.53, "end": 640.05, "word": " الجرس", "probability": 0.9890950520833334}, {"start": 640.05, "end": 640.63, "word": " هيجي", "probability": 0.81298828125}, {"start": 640.63, "end": 640.91, "word": " الكلب", "probability": 0.7392578125}, {"start": 640.91, "end": 641.45, "word": " مباشرة", "probability": 0.9874267578125}, {"start": 641.45, "end": 641.75, "word": " ليش", "probability": 0.8271484375}, {"start": 641.75, "end": 642.09, "word": " لأنه", "probability": 0.659912109375}, {"start": 642.09, "end": 642.25, "word": " صار", "probability": 0.98291015625}, {"start": 642.25, "end": 642.55, "word": " عنده", "probability": 0.994873046875}, {"start": 642.55, "end": 643.29, "word": " ارتباط", "probability": 0.9593505859375}, {"start": 643.29, "end": 644.23, "word": " وثيق", "probability": 0.968994140625}, {"start": 644.23, "end": 644.61, "word": " بين", "probability": 0.98974609375}, {"start": 644.61, "end": 644.99, "word": " ال", "probability": 0.95068359375}, {"start": 644.99, "end": 645.17, "word": " two", "probability": 0.93359375}, {"start": 645.17, "end": 645.77, "word": " observations", "probability": 0.85546875}, {"start": 645.77, "end": 645.99, "word": " او", "probability": 0.902099609375}, {"start": 645.99, "end": 646.05, "word": " ال", "probability": 0.900390625}, {"start": 646.05, "end": 646.15, "word": " two", "probability": 0.931640625}, {"start": 646.15, "end": 646.53, "word": " objects", "probability": 0.95361328125}, {"start": 646.53, "end": 646.99, "word": " هدولة", "probability": 0.920654296875}], "temperature": 1.0}, {"id": 28, "seek": 66103, "start": 647.61, "end": 661.03, "text": "بين ال bell مادام فيه صوت للجرس معناته أكيد فيه food فبنقدر نتعامل أو خلّيني أقول هذا هو السبب اللي صغلنا هذه النظرية بشكل أساسي", "tokens": [3555, 9957, 2423, 4549, 3714, 18513, 10943, 8978, 3224, 20328, 35473, 24976, 7435, 2288, 3794, 20449, 8315, 47395, 5551, 4117, 25708, 8978, 3224, 1755, 6156, 3555, 1863, 28543, 2288, 8717, 2655, 3615, 10943, 1211, 34051, 16490, 1211, 11703, 9957, 1829, 5551, 39648, 23758, 31439, 21136, 3555, 3555, 13672, 1829, 20328, 17082, 1211, 8315, 29538, 28239, 19913, 2288, 10632, 4724, 8592, 28820, 5551, 3794, 32277, 1829], "avg_logprob": -0.1504498121864868, "compression_ratio": 1.435897435897436, "no_speech_prob": 2.4437904357910156e-06, "words": [{"start": 647.61, "end": 648.11, "word": "بين", "probability": 0.7958984375}, {"start": 648.11, "end": 648.71, "word": " ال", "probability": 0.91162109375}, {"start": 648.71, "end": 649.37, "word": " bell", "probability": 0.888671875}, {"start": 649.37, "end": 650.43, "word": " مادام", "probability": 0.5843912760416666}, {"start": 650.43, "end": 650.97, "word": " فيه", "probability": 0.6788330078125}, {"start": 650.97, "end": 651.53, "word": " صوت", "probability": 0.978515625}, {"start": 651.53, "end": 652.23, "word": " للجرس", "probability": 0.8743896484375}, {"start": 652.23, "end": 652.61, "word": " معناته", "probability": 0.9142252604166666}, {"start": 652.61, "end": 652.87, "word": " أكيد", "probability": 0.796630859375}, {"start": 652.87, "end": 653.37, "word": " فيه", "probability": 0.861572265625}, {"start": 653.37, "end": 653.73, "word": " food", "probability": 0.9736328125}, {"start": 653.73, "end": 654.75, "word": " فبنقدر", "probability": 0.94248046875}, {"start": 654.75, "end": 655.65, "word": " نتعامل", "probability": 0.98984375}, {"start": 655.65, "end": 655.95, "word": " أو", "probability": 0.66796875}, {"start": 655.95, "end": 656.75, "word": " خلّيني", "probability": 0.7697265625}, {"start": 656.75, "end": 656.91, "word": " أقول", "probability": 0.7325439453125}, {"start": 656.91, "end": 657.07, "word": " هذا", "probability": 0.701171875}, {"start": 657.07, "end": 657.21, "word": " هو", "probability": 0.986328125}, {"start": 657.21, "end": 657.53, "word": " السبب", "probability": 0.9793294270833334}, {"start": 657.53, "end": 657.73, "word": " اللي", "probability": 0.958984375}, {"start": 657.73, "end": 658.43, "word": " صغلنا", "probability": 0.90380859375}, {"start": 658.43, "end": 659.09, "word": " هذه", "probability": 0.97998046875}, {"start": 659.09, "end": 659.81, "word": " النظرية", "probability": 0.9708251953125}, {"start": 659.81, "end": 660.53, "word": " بشكل", "probability": 0.9871419270833334}, {"start": 660.53, "end": 661.03, "word": " أساسي", "probability": 0.9825439453125}], "temperature": 1.0}, {"id": 29, "seek": 68751, "start": 662.41, "end": 687.51, "text": "طيب، نحولها لكلام رياضي شوية ممكن نفهمه أو ممكن نتعامل معاه بحيث أنه نستخدمه مهندسيا، بشكل مهندسي If two neurons on either side of a connection are activated synchronously، Synchronously بمعنى بشكل متزامن Synchronously، الاتنين بيطلعوا مع بعض، الاتنين بنزلوا مع بعض، كويس؟ هم الطرفين هاي اللي بتاعون ال connection", "tokens": [9566, 1829, 3555, 12399, 8717, 5016, 12610, 11296, 5296, 28820, 10943, 12602, 1829, 46958, 1829, 13412, 2407, 10632, 3714, 43020, 8717, 5172, 16095, 3224, 34051, 3714, 43020, 8717, 2655, 3615, 10943, 1211, 20449, 40294, 4724, 5016, 1829, 12984, 14739, 3224, 8717, 14851, 9778, 40448, 3224, 3714, 3224, 41260, 3794, 25528, 12399, 4724, 8592, 28820, 3714, 3224, 41260, 3794, 1829, 759, 732, 22027, 322, 2139, 1252, 295, 257, 4984, 366, 18157, 19331, 5098, 12399, 26155, 14613, 5098, 4724, 2304, 3615, 1863, 7578, 4724, 8592, 28820, 44650, 11622, 10943, 1863, 26155, 14613, 5098, 12399, 2423, 9307, 1863, 9957, 4724, 1829, 9566, 1211, 3615, 14407, 20449, 45030, 11242, 12399, 2423, 9307, 1863, 9957, 44945, 11622, 1211, 14407, 20449, 45030, 11242, 12399, 9122, 45865, 3794, 22807, 8032, 2304, 41950, 28480, 9957, 8032, 47302, 13672, 1829, 39894, 45761, 11536, 2423, 4984], "avg_logprob": -0.17472627389169956, "compression_ratio": 1.7545787545787546, "no_speech_prob": 0.0, "words": [{"start": 662.41, "end": 662.93, "word": "طيب،", "probability": 0.7886962890625}, {"start": 662.93, "end": 663.59, "word": " نحولها", "probability": 0.8084716796875}, {"start": 663.59, "end": 664.01, "word": " لكلام", "probability": 0.9650065104166666}, {"start": 664.01, "end": 664.41, "word": " رياضي", "probability": 0.9801025390625}, {"start": 664.41, "end": 664.67, "word": " شوية", "probability": 0.8956705729166666}, {"start": 664.67, "end": 665.09, "word": " ممكن", "probability": 0.94140625}, {"start": 665.09, "end": 665.75, "word": " نفهمه", "probability": 0.99072265625}, {"start": 665.75, "end": 665.87, "word": " أو", "probability": 0.72412109375}, {"start": 665.87, "end": 666.19, "word": " ممكن", "probability": 0.909423828125}, {"start": 666.19, "end": 667.05, "word": " نتعامل", "probability": 0.98310546875}, {"start": 667.05, "end": 667.45, "word": " معاه", "probability": 0.982421875}, {"start": 667.45, "end": 668.09, "word": " بحيث", "probability": 0.9354248046875}, {"start": 668.09, "end": 668.39, "word": " أنه", "probability": 0.755126953125}, {"start": 668.39, "end": 669.01, "word": " نستخدمه", "probability": 0.98330078125}, {"start": 669.01, "end": 669.57, "word": " مهندسيا،", "probability": 0.8391927083333334}, {"start": 669.57, "end": 669.79, "word": " بشكل", "probability": 0.7718098958333334}, {"start": 669.79, "end": 670.13, "word": " مهندسي", "probability": 0.8982421875}, {"start": 670.13, "end": 670.53, "word": " If", "probability": 0.31005859375}, {"start": 670.53, "end": 670.75, "word": " two", "probability": 0.93603515625}, {"start": 670.75, "end": 671.17, "word": " neurons", "probability": 0.9794921875}, {"start": 671.17, "end": 671.85, "word": " on", "probability": 0.93408203125}, {"start": 671.85, "end": 672.49, "word": " either", "probability": 0.95458984375}, {"start": 672.49, "end": 672.99, "word": " side", "probability": 0.85888671875}, {"start": 672.99, "end": 673.37, "word": " of", "probability": 0.9736328125}, {"start": 673.37, "end": 673.51, "word": " a", "probability": 0.87158203125}, {"start": 673.51, "end": 673.95, "word": " connection", "probability": 0.91650390625}, {"start": 673.95, "end": 674.27, "word": " are", "probability": 0.9482421875}, {"start": 674.27, "end": 674.99, "word": " activated", "probability": 0.95849609375}, {"start": 674.99, "end": 676.75, "word": " synchronously،", "probability": 0.556640625}, {"start": 676.75, "end": 677.45, "word": " Synchronously", "probability": 0.6962076822916666}, {"start": 677.45, "end": 678.05, "word": " بمعنى", "probability": 0.97919921875}, {"start": 678.05, "end": 678.65, "word": " بشكل", "probability": 0.9685872395833334}, {"start": 678.65, "end": 679.95, "word": " متزامن", "probability": 0.9874267578125}, {"start": 679.95, "end": 682.01, "word": " Synchronously،", "probability": 0.696533203125}, {"start": 682.01, "end": 682.59, "word": " الاتنين", "probability": 0.758270263671875}, {"start": 682.59, "end": 682.99, "word": " بيطلعوا", "probability": 0.8570149739583334}, {"start": 682.99, "end": 683.07, "word": " مع", "probability": 0.99072265625}, {"start": 683.07, "end": 683.33, "word": " بعض،", "probability": 0.9222005208333334}, {"start": 683.33, "end": 683.57, "word": " الاتنين", "probability": 0.8343505859375}, {"start": 683.57, "end": 683.89, "word": " بنزلوا", "probability": 0.885498046875}, {"start": 683.89, "end": 684.03, "word": " مع", "probability": 0.99560546875}, {"start": 684.03, "end": 684.73, "word": " بعض،", "probability": 0.9114583333333334}, {"start": 684.73, "end": 685.47, "word": " كويس؟", "probability": 0.947998046875}, {"start": 685.47, "end": 685.79, "word": " هم", "probability": 0.9052734375}, {"start": 685.79, "end": 686.55, "word": " الطرفين", "probability": 0.92333984375}, {"start": 686.55, "end": 686.71, "word": " هاي", "probability": 0.595458984375}, {"start": 686.71, "end": 686.81, "word": " اللي", "probability": 0.6639404296875}, {"start": 686.81, "end": 687.05, "word": " بتاعون", "probability": 0.8701171875}, {"start": 687.05, "end": 687.13, "word": " ال", "probability": 0.93408203125}, {"start": 687.13, "end": 687.51, "word": " connection", "probability": 0.9228515625}], "temperature": 1.0}, {"id": 30, "seek": 71547, "start": 688.45, "end": 715.47, "text": "ال two sides هدولة بيصيرولكم بشكل asynchronously activation فإذا ال weight between them إيش لازم يصيرلها increased لازم تكون ازدادت لازم تكون صار فيها زيادة بدل ما هدا بطلع و هدا بطلع معناته في ارتباط فال weight اللي between them هد اللي احنا بنتكلم عنها انه بدها تزيد هي الحقيقة تعبر عن جداش قيمة الارتباط بين", "tokens": [6027, 732, 4881, 8032, 3215, 12610, 3660, 4724, 1829, 9381, 13546, 12610, 24793, 4724, 8592, 28820, 42642, 5098, 24433, 6156, 28814, 15730, 2423, 3364, 1296, 552, 11933, 1829, 8592, 5296, 31377, 2304, 7251, 9381, 13546, 1211, 11296, 6505, 5296, 31377, 2304, 6055, 30544, 1975, 11622, 3215, 18513, 2655, 5296, 31377, 2304, 6055, 30544, 20328, 9640, 8978, 11296, 30767, 1829, 18513, 3660, 47525, 1211, 19446, 8032, 28259, 4724, 9566, 1211, 3615, 4032, 8032, 28259, 4724, 9566, 1211, 3615, 20449, 8315, 47395, 8978, 1975, 43500, 3555, 41193, 6156, 6027, 3364, 13672, 1829, 1296, 552, 8032, 3215, 13672, 1829, 1975, 5016, 8315, 44945, 2655, 4117, 19528, 18871, 11296, 16472, 3224, 47525, 11296, 6055, 11622, 25708, 39896, 21542, 38436, 28671, 37279, 26890, 18871, 10874, 3215, 33599, 12174, 32640, 3660, 2423, 9640, 2655, 3555, 41193, 49374], "avg_logprob": -0.24124053064169307, "compression_ratio": 1.7883211678832116, "no_speech_prob": 2.0265579223632812e-06, "words": [{"start": 688.45, "end": 688.81, "word": "ال", "probability": 0.417724609375}, {"start": 688.81, "end": 689.29, "word": " two", "probability": 0.28662109375}, {"start": 689.29, "end": 690.17, "word": " sides", "probability": 0.91650390625}, {"start": 690.17, "end": 691.51, "word": " هدولة", "probability": 0.818359375}, {"start": 691.51, "end": 692.23, "word": " بيصيرولكم", "probability": 0.706024169921875}, {"start": 692.23, "end": 692.63, "word": " بشكل", "probability": 0.9864908854166666}, {"start": 692.63, "end": 693.85, "word": " asynchronously", "probability": 0.6927490234375}, {"start": 693.85, "end": 695.11, "word": " activation", "probability": 0.82080078125}, {"start": 695.11, "end": 695.93, "word": " فإذا", "probability": 0.8645833333333334}, {"start": 695.93, "end": 696.23, "word": " ال", "probability": 0.98095703125}, {"start": 696.23, "end": 696.65, "word": " weight", "probability": 0.96923828125}, {"start": 696.65, "end": 697.37, "word": " between", "probability": 0.9287109375}, {"start": 697.37, "end": 697.85, "word": " them", "probability": 0.93701171875}, {"start": 697.85, "end": 698.75, "word": " إيش", "probability": 0.8024088541666666}, {"start": 698.75, "end": 698.97, "word": " لازم", "probability": 0.9921875}, {"start": 698.97, "end": 699.45, "word": " يصيرلها", "probability": 0.90126953125}, {"start": 699.45, "end": 700.29, "word": " increased", "probability": 0.2489013671875}, {"start": 700.29, "end": 701.29, "word": " لازم", "probability": 0.9791666666666666}, {"start": 701.29, "end": 702.43, "word": " تكون", "probability": 0.9677734375}, {"start": 702.43, "end": 703.19, "word": " ازدادت", "probability": 0.7958984375}, {"start": 703.19, "end": 703.57, "word": " لازم", "probability": 0.97021484375}, {"start": 703.57, "end": 703.91, "word": " تكون", "probability": 0.97509765625}, {"start": 703.91, "end": 704.73, "word": " صار", "probability": 0.805908203125}, {"start": 704.73, "end": 704.91, "word": " فيها", "probability": 0.959228515625}, {"start": 704.91, "end": 705.41, "word": " زيادة", "probability": 0.987548828125}, {"start": 705.41, "end": 705.73, "word": " بدل", "probability": 0.5050048828125}, {"start": 705.73, "end": 705.79, "word": " ما", "probability": 0.62548828125}, {"start": 705.79, "end": 705.89, "word": " هدا", "probability": 0.593017578125}, {"start": 705.89, "end": 706.13, "word": " بطلع", "probability": 0.801025390625}, {"start": 706.13, "end": 706.17, "word": " و", "probability": 0.9345703125}, {"start": 706.17, "end": 706.29, "word": " هدا", "probability": 0.77685546875}, {"start": 706.29, "end": 706.57, "word": " بطلع", "probability": 0.9742431640625}, {"start": 706.57, "end": 706.87, "word": " معناته", "probability": 0.5348307291666666}, {"start": 706.87, "end": 707.01, "word": " في", "probability": 0.6826171875}, {"start": 707.01, "end": 707.67, "word": " ارتباط", "probability": 0.869873046875}, {"start": 707.67, "end": 708.87, "word": " فال", "probability": 0.723388671875}, {"start": 708.87, "end": 709.15, "word": " weight", "probability": 0.95947265625}, {"start": 709.15, "end": 709.31, "word": " اللي", "probability": 0.854248046875}, {"start": 709.31, "end": 709.61, "word": " between", "probability": 0.9130859375}, {"start": 709.61, "end": 709.87, "word": " them", "probability": 0.927734375}, {"start": 709.87, "end": 710.05, "word": " هد", "probability": 0.4329833984375}, {"start": 710.05, "end": 710.13, "word": " اللي", "probability": 0.776123046875}, {"start": 710.13, "end": 710.29, "word": " احنا", "probability": 0.8336588541666666}, {"start": 710.29, "end": 710.75, "word": " بنتكلم", "probability": 0.86383056640625}, {"start": 710.75, "end": 711.09, "word": " عنها", "probability": 0.99560546875}, {"start": 711.09, "end": 711.51, "word": " انه", "probability": 0.7198486328125}, {"start": 711.51, "end": 711.77, "word": " بدها", "probability": 0.841796875}, {"start": 711.77, "end": 712.21, "word": " تزيد", "probability": 0.962890625}, {"start": 712.21, "end": 712.75, "word": " هي", "probability": 0.2298583984375}, {"start": 712.75, "end": 713.07, "word": " الحقيقة", "probability": 0.9886067708333334}, {"start": 713.07, "end": 713.41, "word": " تعبر", "probability": 0.67138671875}, {"start": 713.41, "end": 713.59, "word": " عن", "probability": 0.9619140625}, {"start": 713.59, "end": 714.29, "word": " جداش", "probability": 0.7760416666666666}, {"start": 714.29, "end": 714.69, "word": " قيمة", "probability": 0.9978841145833334}, {"start": 714.69, "end": 715.23, "word": " الارتباط", "probability": 0.940625}, {"start": 715.23, "end": 715.47, "word": " بين", "probability": 0.96484375}], "temperature": 1.0}, {"id": 31, "seek": 74179, "start": 716.33, "end": 741.79, "text": "ال two neurons هدولة بين ال two neurons طبعا العكس صحيح إذا كان ال neurons on either side of a connection are activated asynchronously asynchronously بمعنى بغير متزامن هد ممكن تزيد لحالها و هد بتنزل لحالها و هد بتطلع لحالها هد بتنزل لحالها مافيش اي ارتباط between them فمعنى ذلك ان ال connection between them هو مش عالية ليش لأنه مافيش ارتباط بينهم", "tokens": [6027, 732, 22027, 8032, 3215, 12610, 3660, 49374, 2423, 732, 22027, 23032, 3555, 3615, 995, 18863, 4117, 3794, 20328, 5016, 1829, 5016, 11933, 15730, 25961, 2423, 22027, 322, 2139, 1252, 295, 257, 4984, 366, 18157, 42642, 5098, 42642, 5098, 4724, 2304, 3615, 1863, 7578, 4724, 17082, 13546, 44650, 11622, 10943, 1863, 8032, 3215, 3714, 43020, 6055, 11622, 25708, 5296, 5016, 6027, 11296, 4032, 8032, 3215, 39894, 1863, 11622, 1211, 5296, 5016, 6027, 11296, 4032, 8032, 3215, 39894, 9566, 1211, 3615, 5296, 5016, 6027, 11296, 8032, 3215, 39894, 1863, 11622, 1211, 5296, 5016, 6027, 11296, 19446, 41185, 8592, 1975, 1829, 1975, 43500, 3555, 41193, 1296, 552, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 16472, 2423, 4984, 1296, 552, 31439, 37893, 6225, 6027, 10632, 32239, 8592, 5296, 33456, 3224, 19446, 41185, 8592, 1975, 43500, 3555, 41193, 49374, 16095], "avg_logprob": -0.10241788103632683, "compression_ratio": 1.9391634980988592, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 716.33, "end": 716.57, "word": "ال", "probability": 0.8798828125}, {"start": 716.57, "end": 716.71, "word": " two", "probability": 0.58251953125}, {"start": 716.71, "end": 717.11, "word": " neurons", "probability": 0.951171875}, {"start": 717.11, "end": 717.51, "word": " هدولة", "probability": 0.858642578125}, {"start": 717.51, "end": 717.65, "word": " بين", "probability": 0.72509765625}, {"start": 717.65, "end": 717.75, "word": " ال", "probability": 0.9697265625}, {"start": 717.75, "end": 717.87, "word": " two", "probability": 0.9189453125}, {"start": 717.87, "end": 718.17, "word": " neurons", "probability": 0.9814453125}, {"start": 718.17, "end": 718.65, "word": " طبعا", "probability": 0.967041015625}, {"start": 718.65, "end": 718.91, "word": " العكس", "probability": 0.9361979166666666}, {"start": 718.91, "end": 719.49, "word": " صحيح", "probability": 0.9954833984375}, {"start": 719.49, "end": 719.77, "word": " إذا", "probability": 0.8935546875}, {"start": 719.77, "end": 720.13, "word": " كان", "probability": 0.994140625}, {"start": 720.13, "end": 721.29, "word": " ال", "probability": 0.9208984375}, {"start": 721.29, "end": 721.83, "word": " neurons", "probability": 0.95751953125}, {"start": 721.83, "end": 722.79, "word": " on", "probability": 0.89697265625}, {"start": 722.79, "end": 724.19, "word": " either", "probability": 0.93896484375}, {"start": 724.19, "end": 725.03, "word": " side", "probability": 0.8759765625}, {"start": 725.03, "end": 725.93, "word": " of", "probability": 0.9658203125}, {"start": 725.93, "end": 726.07, "word": " a", "probability": 0.9716796875}, {"start": 726.07, "end": 726.61, "word": " connection", "probability": 0.9033203125}, {"start": 726.61, "end": 726.99, "word": " are", "probability": 0.9052734375}, {"start": 726.99, "end": 727.61, "word": " activated", "probability": 0.955078125}, {"start": 727.61, "end": 728.47, "word": " asynchronously", "probability": 0.9873046875}, {"start": 728.47, "end": 729.45, "word": " asynchronously", "probability": 0.642578125}, {"start": 729.45, "end": 729.85, "word": " بمعنى", "probability": 0.9865234375}, {"start": 729.85, "end": 730.17, "word": " بغير", "probability": 0.8419596354166666}, {"start": 730.17, "end": 731.09, "word": " متزامن", "probability": 0.907958984375}, {"start": 731.09, "end": 731.49, "word": " هد", "probability": 0.3955078125}, {"start": 731.49, "end": 731.75, "word": " ممكن", "probability": 0.907470703125}, {"start": 731.75, "end": 732.05, "word": " تزيد", "probability": 0.9654947916666666}, {"start": 732.05, "end": 732.41, "word": " لحالها", "probability": 0.85791015625}, {"start": 732.41, "end": 732.51, "word": " و", "probability": 0.90771484375}, {"start": 732.51, "end": 732.57, "word": " هد", "probability": 0.940185546875}, {"start": 732.57, "end": 733.17, "word": " بتنزل", "probability": 0.9443359375}, {"start": 733.17, "end": 733.45, "word": " لحالها", "probability": 0.9844970703125}, {"start": 733.45, "end": 733.53, "word": " و", "probability": 0.94287109375}, {"start": 733.53, "end": 733.57, "word": " هد", "probability": 0.98779296875}, {"start": 733.57, "end": 733.87, "word": " بتطلع", "probability": 0.955810546875}, {"start": 733.87, "end": 734.15, "word": " لحالها", "probability": 0.9937744140625}, {"start": 734.15, "end": 734.27, "word": " هد", "probability": 0.821533203125}, {"start": 734.27, "end": 734.59, "word": " بتنزل", "probability": 0.980224609375}, {"start": 734.59, "end": 734.97, "word": " لحالها", "probability": 0.9931640625}, {"start": 734.97, "end": 735.57, "word": " مافيش", "probability": 0.90234375}, {"start": 735.57, "end": 735.73, "word": " اي", "probability": 0.7421875}, {"start": 735.73, "end": 736.25, "word": " ارتباط", "probability": 0.900390625}, {"start": 736.25, "end": 736.57, "word": " between", "probability": 0.955078125}, {"start": 736.57, "end": 736.93, "word": " them", "probability": 0.9462890625}, {"start": 736.93, "end": 737.69, "word": " فمعنى", "probability": 0.966015625}, {"start": 737.69, "end": 737.85, "word": " ذلك", "probability": 0.9921875}, {"start": 737.85, "end": 737.97, "word": " ان", "probability": 0.7314453125}, {"start": 737.97, "end": 738.07, "word": " ال", "probability": 0.98291015625}, {"start": 738.07, "end": 738.35, "word": " connection", "probability": 0.93994140625}, {"start": 738.35, "end": 738.69, "word": " between", "probability": 0.95458984375}, {"start": 738.69, "end": 738.93, "word": " them", "probability": 0.9375}, {"start": 738.93, "end": 739.09, "word": " هو", "probability": 0.94091796875}, {"start": 739.09, "end": 739.27, "word": " مش", "probability": 0.98828125}, {"start": 739.27, "end": 739.65, "word": " عالية", "probability": 0.9563802083333334}, {"start": 739.65, "end": 740.19, "word": " ليش", "probability": 0.853515625}, {"start": 740.19, "end": 740.41, "word": " لأنه", "probability": 0.7591145833333334}, {"start": 740.41, "end": 740.79, "word": " مافيش", "probability": 0.8922526041666666}, {"start": 740.79, "end": 741.35, "word": " ارتباط", "probability": 0.9818115234375}, {"start": 741.35, "end": 741.79, "word": " بينهم", "probability": 0.98486328125}], "temperature": 1.0}, {"id": 32, "seek": 76354, "start": 742.14, "end": 763.54, "text": "هذه بتزيد لحالها و هذه ممكن تكون low هذه ممكن تصير high وهذه تنزل low ففيش ارتباط قد يحدث صدفة ان الاتنين طلعوا مع بعض high لكن مش دائما مش دائما فما بقدر اقول انه في ارتباط او association between them مدينة مافيش association between them فدلتا ال W هذه المفروض انها", "tokens": [3224, 24192, 39894, 11622, 25708, 5296, 5016, 6027, 11296, 4032, 29538, 3714, 43020, 6055, 30544, 2295, 29538, 3714, 43020, 6055, 9381, 13546, 1090, 37037, 24192, 6055, 1863, 11622, 1211, 2295, 6156, 41185, 8592, 1975, 43500, 3555, 41193, 12174, 3215, 7251, 24401, 12984, 20328, 3215, 5172, 3660, 16472, 2423, 9307, 1863, 9957, 23032, 1211, 3615, 14407, 20449, 45030, 11242, 1090, 44381, 37893, 11778, 16373, 15042, 37893, 11778, 16373, 15042, 6156, 15042, 4724, 28543, 2288, 1975, 39648, 16472, 3224, 8978, 1975, 43500, 3555, 41193, 1975, 2407, 14598, 1296, 552, 3714, 3215, 9957, 3660, 19446, 41185, 8592, 14598, 1296, 552, 6156, 3215, 1211, 2655, 995, 2423, 343, 29538, 9673, 5172, 32887, 11242, 16472, 11296], "avg_logprob": -0.21205357794782945, "compression_ratio": 1.7957446808510638, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 742.14, "end": 742.34, "word": "هذه", "probability": 0.78955078125}, {"start": 742.34, "end": 742.7, "word": " بتزيد", "probability": 0.704345703125}, {"start": 742.7, "end": 743.1, "word": " لحالها", "probability": 0.9486083984375}, {"start": 743.1, "end": 743.22, "word": " و", "probability": 0.56787109375}, {"start": 743.22, "end": 743.34, "word": " هذه", "probability": 0.51806640625}, {"start": 743.34, "end": 743.56, "word": " ممكن", "probability": 0.8837890625}, {"start": 743.56, "end": 743.94, "word": " تكون", "probability": 0.98291015625}, {"start": 743.94, "end": 744.7, "word": " low", "probability": 0.8974609375}, {"start": 744.7, "end": 745.22, "word": " هذه", "probability": 0.415283203125}, {"start": 745.22, "end": 745.48, "word": " ممكن", "probability": 0.98388671875}, {"start": 745.48, "end": 745.78, "word": " تصير", "probability": 0.9744466145833334}, {"start": 745.78, "end": 745.96, "word": " high", "probability": 0.94970703125}, {"start": 745.96, "end": 746.14, "word": " وهذه", "probability": 0.771728515625}, {"start": 746.14, "end": 746.54, "word": " تنزل", "probability": 0.9327392578125}, {"start": 746.54, "end": 746.76, "word": " low", "probability": 0.87451171875}, {"start": 746.76, "end": 747.78, "word": " ففيش", "probability": 0.6893717447916666}, {"start": 747.78, "end": 748.18, "word": " ارتباط", "probability": 0.941650390625}, {"start": 748.18, "end": 748.42, "word": " قد", "probability": 0.969970703125}, {"start": 748.42, "end": 748.8, "word": " يحدث", "probability": 0.96533203125}, {"start": 748.8, "end": 749.42, "word": " صدفة", "probability": 0.9761962890625}, {"start": 749.42, "end": 749.56, "word": " ان", "probability": 0.414306640625}, {"start": 749.56, "end": 749.84, "word": " الاتنين", "probability": 0.78436279296875}, {"start": 749.84, "end": 750.12, "word": " طلعوا", "probability": 0.9703369140625}, {"start": 750.12, "end": 750.22, "word": " مع", "probability": 0.97705078125}, {"start": 750.22, "end": 750.52, "word": " بعض", "probability": 0.99267578125}, {"start": 750.52, "end": 750.78, "word": " high", "probability": 0.9462890625}, {"start": 750.78, "end": 751.3, "word": " لكن", "probability": 0.91015625}, {"start": 751.3, "end": 751.54, "word": " مش", "probability": 0.9697265625}, {"start": 751.54, "end": 751.96, "word": " دائما", "probability": 0.9568684895833334}, {"start": 751.96, "end": 752.96, "word": " مش", "probability": 0.453369140625}, {"start": 752.96, "end": 753.52, "word": " دائما", "probability": 0.9710286458333334}, {"start": 753.52, "end": 753.76, "word": " فما", "probability": 0.822509765625}, {"start": 753.76, "end": 754.08, "word": " بقدر", "probability": 0.84912109375}, {"start": 754.08, "end": 754.24, "word": " اقول", "probability": 0.88427734375}, {"start": 754.24, "end": 754.46, "word": " انه", "probability": 0.723876953125}, {"start": 754.46, "end": 754.58, "word": " في", "probability": 0.88232421875}, {"start": 754.58, "end": 755.76, "word": " ارتباط", "probability": 0.9544677734375}, {"start": 755.76, "end": 756.1, "word": " او", "probability": 0.8134765625}, {"start": 756.1, "end": 756.78, "word": " association", "probability": 0.9052734375}, {"start": 756.78, "end": 757.18, "word": " between", "probability": 0.94873046875}, {"start": 757.18, "end": 757.52, "word": " them", "probability": 0.947265625}, {"start": 757.52, "end": 757.98, "word": " مدينة", "probability": 0.4949951171875}, {"start": 757.98, "end": 758.18, "word": " مافيش", "probability": 0.8854166666666666}, {"start": 758.18, "end": 758.66, "word": " association", "probability": 0.92431640625}, {"start": 758.66, "end": 758.92, "word": " between", "probability": 0.93310546875}, {"start": 758.92, "end": 759.24, "word": " them", "probability": 0.94287109375}, {"start": 759.24, "end": 760.36, "word": " فدلتا", "probability": 0.75087890625}, {"start": 760.36, "end": 760.66, "word": " ال", "probability": 0.318359375}, {"start": 760.66, "end": 762.04, "word": " W", "probability": 0.2164306640625}, {"start": 762.04, "end": 762.44, "word": " هذه", "probability": 0.63623046875}, {"start": 762.44, "end": 763.22, "word": " المفروض", "probability": 0.9935302734375}, {"start": 763.22, "end": 763.54, "word": " انها", "probability": 0.911376953125}], "temperature": 1.0}, {"id": 33, "seek": 78250, "start": 764.42, "end": 782.5, "text": "تبدأ تجلب لأن مافيش ارتباط حقيقة مافيش ارتباط تمام فهب صغلنا إياها هذه الفكرة وسماها الظاهرة اللي ممكن تحدث .. تحدث داخل ال .. ال neural network بحيث أنه نقدر نستفيد منها", "tokens": [2655, 44510, 10721, 6055, 7435, 46152, 5296, 33456, 19446, 41185, 8592, 1975, 43500, 3555, 41193, 11331, 38436, 28671, 19446, 41185, 8592, 1975, 43500, 3555, 41193, 46811, 10943, 6156, 3224, 3555, 20328, 17082, 1211, 8315, 11933, 25528, 11296, 29538, 27188, 4117, 25720, 4032, 38251, 995, 11296, 6024, 116, 40294, 25720, 13672, 1829, 3714, 43020, 6055, 24401, 12984, 4386, 6055, 24401, 12984, 11778, 47283, 1211, 2423, 4386, 2423, 18161, 3209, 4724, 5016, 1829, 12984, 14739, 3224, 8717, 28543, 2288, 8717, 14851, 5172, 25708, 9154, 11296], "avg_logprob": -0.17373511372577577, "compression_ratio": 1.6043956043956045, "no_speech_prob": 5.960464477539062e-07, "words": [{"start": 764.42, "end": 764.84, "word": "تبدأ", "probability": 0.8841145833333334}, {"start": 764.84, "end": 765.14, "word": " تجلب", "probability": 0.5132649739583334}, {"start": 765.14, "end": 765.56, "word": " لأن", "probability": 0.70361328125}, {"start": 765.56, "end": 765.9, "word": " مافيش", "probability": 0.9239908854166666}, {"start": 765.9, "end": 766.42, "word": " ارتباط", "probability": 0.9365234375}, {"start": 766.42, "end": 766.94, "word": " حقيقة", "probability": 0.8795572916666666}, {"start": 766.94, "end": 767.66, "word": " مافيش", "probability": 0.8152669270833334}, {"start": 767.66, "end": 768.12, "word": " ارتباط", "probability": 0.986083984375}, {"start": 768.12, "end": 768.84, "word": " تمام", "probability": 0.783935546875}, {"start": 768.84, "end": 769.54, "word": " فهب", "probability": 0.814453125}, {"start": 769.54, "end": 770.12, "word": " صغلنا", "probability": 0.8489990234375}, {"start": 770.12, "end": 770.42, "word": " إياها", "probability": 0.6891276041666666}, {"start": 770.42, "end": 770.66, "word": " هذه", "probability": 0.94921875}, {"start": 770.66, "end": 771.14, "word": " الفكرة", "probability": 0.9933268229166666}, {"start": 771.14, "end": 773.18, "word": " وسماها", "probability": 0.697265625}, {"start": 773.18, "end": 773.76, "word": " الظاهرة", "probability": 0.935546875}, {"start": 773.76, "end": 774.78, "word": " اللي", "probability": 0.620849609375}, {"start": 774.78, "end": 775.1, "word": " ممكن", "probability": 0.980712890625}, {"start": 775.1, "end": 775.6, "word": " تحدث", "probability": 0.9827473958333334}, {"start": 775.6, "end": 775.6, "word": " ..", "probability": 0.54345703125}, {"start": 775.6, "end": 776.4, "word": " تحدث", "probability": 0.9777018229166666}, {"start": 776.4, "end": 777.36, "word": " داخل", "probability": 0.9669596354166666}, {"start": 777.36, "end": 777.88, "word": " ال", "probability": 0.97705078125}, {"start": 777.88, "end": 777.98, "word": " ..", "probability": 0.623046875}, {"start": 777.98, "end": 779.06, "word": " ال", "probability": 0.9404296875}, {"start": 779.06, "end": 779.52, "word": " neural", "probability": 0.646484375}, {"start": 779.52, "end": 780.84, "word": " network", "probability": 0.96875}, {"start": 780.84, "end": 781.38, "word": " بحيث", "probability": 0.9503173828125}, {"start": 781.38, "end": 781.54, "word": " أنه", "probability": 0.730712890625}, {"start": 781.54, "end": 781.76, "word": " نقدر", "probability": 0.9391276041666666}, {"start": 781.76, "end": 782.16, "word": " نستفيد", "probability": 0.9920654296875}, {"start": 782.16, "end": 782.5, "word": " منها", "probability": 0.99658203125}], "temperature": 1.0}, {"id": 34, "seek": 80160, "start": 783.34, "end": 801.6, "text": "هنجد مثلا هذا for example مثال لو في عندي neural network بهذا الشكل هاجد انه دائما for example طبعا طبعا الأمثلة لاحقا هتوضحلنا الكلام اكتر لكن لو افترضنا انه فعلا ال layer الأولى ال input الأول وال layer التانية كل ما كانت", "tokens": [3224, 1863, 7435, 3215, 50113, 15040, 23758, 337, 1365, 50113, 6027, 45164, 8978, 18871, 16254, 18161, 3209, 39627, 15730, 25124, 28820, 8032, 26108, 3215, 16472, 3224, 11778, 16373, 15042, 337, 1365, 23032, 3555, 3615, 995, 23032, 3555, 3615, 995, 16247, 2304, 12984, 37977, 20193, 5016, 4587, 995, 8032, 2655, 2407, 11242, 5016, 1211, 8315, 2423, 28820, 10943, 1975, 4117, 2655, 2288, 44381, 45164, 1975, 5172, 2655, 43042, 8315, 16472, 3224, 6156, 3615, 15040, 2423, 4583, 16247, 12610, 7578, 2423, 4846, 16247, 12610, 16070, 4583, 16712, 7649, 10632, 28242, 19446, 25961, 2655], "avg_logprob": -0.11752717059267603, "compression_ratio": 1.7414634146341463, "no_speech_prob": 1.043081283569336e-05, "words": [{"start": 783.34, "end": 783.84, "word": "هنجد", "probability": 0.89892578125}, {"start": 783.84, "end": 784.2, "word": " مثلا", "probability": 0.940185546875}, {"start": 784.2, "end": 784.74, "word": " هذا", "probability": 0.82177734375}, {"start": 784.74, "end": 785.1, "word": " for", "probability": 0.7314453125}, {"start": 785.1, "end": 785.48, "word": " example", "probability": 0.966796875}, {"start": 785.48, "end": 786.04, "word": " مثال", "probability": 0.96484375}, {"start": 786.04, "end": 786.38, "word": " لو", "probability": 0.97119140625}, {"start": 786.38, "end": 786.54, "word": " في", "probability": 0.82470703125}, {"start": 786.54, "end": 786.9, "word": " عندي", "probability": 0.831787109375}, {"start": 786.9, "end": 787.74, "word": " neural", "probability": 0.771484375}, {"start": 787.74, "end": 788.14, "word": " network", "probability": 0.96337890625}, {"start": 788.14, "end": 788.46, "word": " بهذا", "probability": 0.97216796875}, {"start": 788.46, "end": 788.86, "word": " الشكل", "probability": 0.994140625}, {"start": 788.86, "end": 789.58, "word": " هاجد", "probability": 0.75537109375}, {"start": 789.58, "end": 789.9, "word": " انه", "probability": 0.819580078125}, {"start": 789.9, "end": 790.38, "word": " دائما", "probability": 0.9480794270833334}, {"start": 790.38, "end": 791.24, "word": " for", "probability": 0.88818359375}, {"start": 791.24, "end": 791.62, "word": " example", "probability": 0.97314453125}, {"start": 791.62, "end": 791.96, "word": " طبعا", "probability": 0.9903564453125}, {"start": 791.96, "end": 792.28, "word": " طبعا", "probability": 0.8875732421875}, {"start": 792.28, "end": 792.8, "word": " الأمثلة", "probability": 0.95849609375}, {"start": 792.8, "end": 793.2, "word": " لاحقا", "probability": 0.90380859375}, {"start": 793.2, "end": 793.98, "word": " هتوضحلنا", "probability": 0.9430803571428571}, {"start": 793.98, "end": 794.98, "word": " الكلام", "probability": 0.9676106770833334}, {"start": 794.98, "end": 795.32, "word": " اكتر", "probability": 0.881103515625}, {"start": 795.32, "end": 795.74, "word": " لكن", "probability": 0.86328125}, {"start": 795.74, "end": 795.92, "word": " لو", "probability": 0.955078125}, {"start": 795.92, "end": 796.3, "word": " افترضنا", "probability": 0.98251953125}, {"start": 796.3, "end": 796.46, "word": " انه", "probability": 0.76953125}, {"start": 796.46, "end": 796.66, "word": " فعلا", "probability": 0.7840169270833334}, {"start": 796.66, "end": 796.82, "word": " ال", "probability": 0.91845703125}, {"start": 796.82, "end": 797.06, "word": " layer", "probability": 0.8671875}, {"start": 797.06, "end": 797.74, "word": " الأولى", "probability": 0.8113606770833334}, {"start": 797.74, "end": 797.94, "word": " ال", "probability": 0.93701171875}, {"start": 797.94, "end": 798.22, "word": " input", "probability": 0.9609375}, {"start": 798.22, "end": 798.7, "word": " الأول", "probability": 0.8955078125}, {"start": 798.7, "end": 799.26, "word": " وال", "probability": 0.3759765625}, {"start": 799.26, "end": 799.78, "word": " layer", "probability": 0.9482421875}, {"start": 799.78, "end": 800.36, "word": " التانية", "probability": 0.95458984375}, {"start": 800.36, "end": 800.84, "word": " كل", "probability": 0.94580078125}, {"start": 800.84, "end": 801.02, "word": " ما", "probability": 0.90625}, {"start": 801.02, "end": 801.6, "word": " كانت", "probability": 0.982177734375}], "temperature": 1.0}, {"id": 35, "seek": 82937, "start": 802.15, "end": 829.37, "text": "الـ neuron هادي عالية، هنجد أن الـ neuron هادي في المقابل بتصير عالية، كل ما كانت هادي عالية، هادي أصبحت عالية، شوية شوية ل training إيش بيعمل؟ ل training كل اللي بيعملوا إنه إذا فعلا شوفلي معادلة، شوفلي طريقة، شوفلي آلية، formula، إنه إذا فعلا هادي high و هادي high، هادي low و هادي low، بمعنى مرتبطين دايما، activation بتصير لهم مع بعض، الأصل إنه ال connection between them انزودها", "tokens": [6027, 39184, 34090, 8032, 995, 16254, 6225, 6027, 10632, 12399, 8032, 1863, 7435, 3215, 14739, 2423, 39184, 34090, 8032, 995, 16254, 8978, 9673, 4587, 16758, 1211, 39894, 9381, 13546, 6225, 6027, 10632, 12399, 28242, 19446, 25961, 2655, 8032, 995, 16254, 6225, 6027, 10632, 12399, 8032, 995, 16254, 5551, 9381, 3555, 33753, 6225, 6027, 10632, 12399, 13412, 2407, 10632, 13412, 2407, 10632, 5296, 3097, 11933, 1829, 8592, 4724, 1829, 25957, 1211, 22807, 5296, 3097, 28242, 13672, 1829, 4724, 1829, 25957, 1211, 14407, 36145, 3224, 11933, 15730, 6156, 3615, 15040, 13412, 38688, 20292, 20449, 18513, 37977, 12399, 13412, 38688, 20292, 23032, 16572, 28671, 12399, 13412, 38688, 20292, 19753, 1211, 10632, 12399, 8513, 12399, 36145, 3224, 11933, 15730, 6156, 3615, 15040, 8032, 995, 16254, 1090, 4032, 8032, 995, 16254, 1090, 12399, 8032, 995, 16254, 2295, 4032, 8032, 995, 16254, 2295, 12399, 4724, 2304, 3615, 1863, 7578, 3714, 43500, 3555, 9566, 9957, 11778, 47302, 15042, 12399, 24433, 39894, 9381, 13546, 5296, 16095, 20449, 45030, 11242, 12399, 16247, 36520, 36145, 3224, 2423, 4984, 1296, 552, 16472, 11622, 23328, 11296], "avg_logprob": -0.1350000020435878, "compression_ratio": 2.0704697986577183, "no_speech_prob": 8.344650268554688e-06, "words": [{"start": 802.15, "end": 802.49, "word": "الـ", "probability": 0.4521484375}, {"start": 802.49, "end": 802.77, "word": " neuron", "probability": 0.59716796875}, {"start": 802.77, "end": 803.21, "word": " هادي", "probability": 0.7880859375}, {"start": 803.21, "end": 804.23, "word": " عالية،", "probability": 0.8046875}, {"start": 804.23, "end": 804.69, "word": " هنجد", "probability": 0.9219970703125}, {"start": 804.69, "end": 804.83, "word": " أن", "probability": 0.343017578125}, {"start": 804.83, "end": 805.01, "word": " الـ", "probability": 0.602783203125}, {"start": 805.01, "end": 805.19, "word": " neuron", "probability": 0.9775390625}, {"start": 805.19, "end": 805.43, "word": " هادي", "probability": 0.9259440104166666}, {"start": 805.43, "end": 805.55, "word": " في", "probability": 0.8779296875}, {"start": 805.55, "end": 806.05, "word": " المقابل", "probability": 0.9884033203125}, {"start": 806.05, "end": 806.41, "word": " بتصير", "probability": 0.9541015625}, {"start": 806.41, "end": 807.15, "word": " عالية،", "probability": 0.8712158203125}, {"start": 807.15, "end": 807.29, "word": " كل", "probability": 0.97802734375}, {"start": 807.29, "end": 807.43, "word": " ما", "probability": 0.81298828125}, {"start": 807.43, "end": 807.73, "word": " كانت", "probability": 0.96484375}, {"start": 807.73, "end": 807.89, "word": " هادي", "probability": 0.7721354166666666}, {"start": 807.89, "end": 808.59, "word": " عالية،", "probability": 0.9578857421875}, {"start": 808.59, "end": 808.75, "word": " هادي", "probability": 0.9599609375}, {"start": 808.75, "end": 809.15, "word": " أصبحت", "probability": 0.9781494140625}, {"start": 809.15, "end": 809.91, "word": " عالية،", "probability": 0.948974609375}, {"start": 809.91, "end": 810.17, "word": " شوية", "probability": 0.9319661458333334}, {"start": 810.17, "end": 810.49, "word": " شوية", "probability": 0.9892578125}, {"start": 810.49, "end": 810.61, "word": " ل", "probability": 0.65869140625}, {"start": 810.61, "end": 810.95, "word": " training", "probability": 0.52685546875}, {"start": 810.95, "end": 811.19, "word": " إيش", "probability": 0.8740234375}, {"start": 811.19, "end": 811.83, "word": " بيعمل؟", "probability": 0.94765625}, {"start": 811.83, "end": 811.95, "word": " ل", "probability": 0.8837890625}, {"start": 811.95, "end": 812.25, "word": " training", "probability": 0.93212890625}, {"start": 812.25, "end": 812.47, "word": " كل", "probability": 0.97265625}, {"start": 812.47, "end": 812.61, "word": " اللي", "probability": 0.98828125}, {"start": 812.61, "end": 813.19, "word": " بيعملوا", "probability": 0.94931640625}, {"start": 813.19, "end": 814.35, "word": " إنه", "probability": 0.6317138671875}, {"start": 814.35, "end": 814.53, "word": " إذا", "probability": 0.984375}, {"start": 814.53, "end": 815.05, "word": " فعلا", "probability": 0.9208984375}, {"start": 815.05, "end": 815.79, "word": " شوفلي", "probability": 0.8009440104166666}, {"start": 815.79, "end": 816.31, "word": " معادلة،", "probability": 0.9696044921875}, {"start": 816.31, "end": 816.53, "word": " شوفلي", "probability": 0.98876953125}, {"start": 816.53, "end": 816.99, "word": " طريقة،", "probability": 0.9832763671875}, {"start": 816.99, "end": 817.25, "word": " شوفلي", "probability": 0.986328125}, {"start": 817.25, "end": 818.27, "word": " آلية،", "probability": 0.8636474609375}, {"start": 818.27, "end": 819.01, "word": " formula،", "probability": 0.823486328125}, {"start": 819.01, "end": 819.31, "word": " إنه", "probability": 0.89404296875}, {"start": 819.31, "end": 819.45, "word": " إذا", "probability": 0.984130859375}, {"start": 819.45, "end": 819.75, "word": " فعلا", "probability": 0.9641927083333334}, {"start": 819.75, "end": 819.97, "word": " هادي", "probability": 0.9228515625}, {"start": 819.97, "end": 820.23, "word": " high", "probability": 0.947265625}, {"start": 820.23, "end": 820.33, "word": " و", "probability": 0.82470703125}, {"start": 820.33, "end": 820.51, "word": " هادي", "probability": 0.9462890625}, {"start": 820.51, "end": 821.29, "word": " high،", "probability": 0.84521484375}, {"start": 821.29, "end": 821.57, "word": " هادي", "probability": 0.9671223958333334}, {"start": 821.57, "end": 821.67, "word": " low", "probability": 0.9892578125}, {"start": 821.67, "end": 821.75, "word": " و", "probability": 0.64453125}, {"start": 821.75, "end": 821.91, "word": " هادي", "probability": 0.9798177083333334}, {"start": 821.91, "end": 822.09, "word": " low،", "probability": 0.839599609375}, {"start": 822.09, "end": 822.35, "word": " بمعنى", "probability": 0.92578125}, {"start": 822.35, "end": 822.93, "word": " مرتبطين", "probability": 0.990234375}, {"start": 822.93, "end": 823.33, "word": " دايما،", "probability": 0.73974609375}, {"start": 823.33, "end": 823.81, "word": " activation", "probability": 0.91064453125}, {"start": 823.81, "end": 824.31, "word": " بتصير", "probability": 0.9446614583333334}, {"start": 824.31, "end": 824.53, "word": " لهم", "probability": 0.81982421875}, {"start": 824.53, "end": 824.67, "word": " مع", "probability": 0.9931640625}, {"start": 824.67, "end": 825.27, "word": " بعض،", "probability": 0.9851888020833334}, {"start": 825.27, "end": 825.73, "word": " الأصل", "probability": 0.89306640625}, {"start": 825.73, "end": 826.25, "word": " إنه", "probability": 0.627685546875}, {"start": 826.25, "end": 826.55, "word": " ال", "probability": 0.9716796875}, {"start": 826.55, "end": 826.87, "word": " connection", "probability": 0.89990234375}, {"start": 826.87, "end": 827.23, "word": " between", "probability": 0.9453125}, {"start": 827.23, "end": 827.63, "word": " them", "probability": 0.943359375}, {"start": 827.63, "end": 829.37, "word": " انزودها", "probability": 0.82147216796875}], "temperature": 1.0}, {"id": 36, "seek": 84942, "start": 830.16, "end": 849.42, "text": "بمعنى ان الـ W بينهم المفروض اننا نقوي الرابط تبعها، نقوي قيمتها، الـ Gain تبعها، فهذا بشكل أساسي، طب كيف بقدر أجوي الـ Gain بتاعتها عشان أقول والله أنا محتاج فعلا الـ Delta W هذه، قمت ال Delta W، هاي W، فإذن قيمة Delta W", "tokens": [3555, 2304, 3615, 1863, 7578, 16472, 2423, 39184, 343, 49374, 16095, 9673, 5172, 32887, 11242, 16472, 8315, 8717, 4587, 45865, 34892, 16758, 9566, 6055, 3555, 3615, 11296, 12399, 8717, 4587, 45865, 12174, 32640, 2655, 11296, 12399, 2423, 39184, 460, 491, 6055, 3555, 3615, 11296, 12399, 6156, 3224, 15730, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 12399, 23032, 3555, 9122, 33911, 4724, 28543, 2288, 5551, 7435, 45865, 2423, 39184, 460, 491, 39894, 995, 34268, 11296, 6225, 8592, 7649, 5551, 39648, 16070, 43761, 41850, 3714, 33753, 26108, 6156, 3615, 15040, 2423, 39184, 18183, 343, 29538, 12399, 12174, 2304, 2655, 2423, 18183, 343, 12399, 8032, 47302, 343, 12399, 6156, 28814, 8848, 1863, 12174, 32640, 3660, 18183, 343], "avg_logprob": -0.20652173420657283, "compression_ratio": 1.7209302325581395, "no_speech_prob": 1.430511474609375e-06, "words": [{"start": 830.16, "end": 830.62, "word": "بمعنى", "probability": 0.9072265625}, {"start": 830.62, "end": 830.76, "word": " ان", "probability": 0.43701171875}, {"start": 830.76, "end": 831.0, "word": " الـ", "probability": 0.642578125}, {"start": 831.0, "end": 831.26, "word": " W", "probability": 0.436279296875}, {"start": 831.26, "end": 832.1, "word": " بينهم", "probability": 0.938232421875}, {"start": 832.1, "end": 832.6, "word": " المفروض", "probability": 0.969482421875}, {"start": 832.6, "end": 832.86, "word": " اننا", "probability": 0.5531005859375}, {"start": 832.86, "end": 833.54, "word": " نقوي", "probability": 0.7970377604166666}, {"start": 833.54, "end": 834.38, "word": " الرابط", "probability": 0.787109375}, {"start": 834.38, "end": 834.72, "word": " تبعها،", "probability": 0.71279296875}, {"start": 834.72, "end": 835.1, "word": " نقوي", "probability": 0.8976236979166666}, {"start": 835.1, "end": 836.04, "word": " قيمتها،", "probability": 0.94541015625}, {"start": 836.04, "end": 836.24, "word": " الـ", "probability": 0.700439453125}, {"start": 836.24, "end": 836.46, "word": " Gain", "probability": 0.7509765625}, {"start": 836.46, "end": 837.2, "word": " تبعها،", "probability": 0.89208984375}, {"start": 837.2, "end": 837.5, "word": " فهذا", "probability": 0.9085286458333334}, {"start": 837.5, "end": 838.2, "word": " بشكل", "probability": 0.9855143229166666}, {"start": 838.2, "end": 838.8, "word": " أساسي،", "probability": 0.84140625}, {"start": 838.8, "end": 838.92, "word": " طب", "probability": 0.9267578125}, {"start": 838.92, "end": 839.16, "word": " كيف", "probability": 0.972412109375}, {"start": 839.16, "end": 839.6, "word": " بقدر", "probability": 0.9793294270833334}, {"start": 839.6, "end": 840.16, "word": " أجوي", "probability": 0.7399088541666666}, {"start": 840.16, "end": 840.54, "word": " الـ", "probability": 0.948486328125}, {"start": 840.54, "end": 840.72, "word": " Gain", "probability": 0.929443359375}, {"start": 840.72, "end": 841.26, "word": " بتاعتها", "probability": 0.9146728515625}, {"start": 841.26, "end": 842.04, "word": " عشان", "probability": 0.90673828125}, {"start": 842.04, "end": 842.3, "word": " أقول", "probability": 0.888671875}, {"start": 842.3, "end": 842.58, "word": " والله", "probability": 0.722900390625}, {"start": 842.58, "end": 842.78, "word": " أنا", "probability": 0.72265625}, {"start": 842.78, "end": 843.3, "word": " محتاج", "probability": 0.95849609375}, {"start": 843.3, "end": 843.74, "word": " فعلا", "probability": 0.8935546875}, {"start": 843.74, "end": 844.36, "word": " الـ", "probability": 0.80908203125}, {"start": 844.36, "end": 844.62, "word": " Delta", "probability": 0.5205078125}, {"start": 844.62, "end": 845.26, "word": " W", "probability": 0.9150390625}, {"start": 845.26, "end": 846.04, "word": " هذه،", "probability": 0.656494140625}, {"start": 846.04, "end": 846.28, "word": " قمت", "probability": 0.8522135416666666}, {"start": 846.28, "end": 846.36, "word": " ال", "probability": 0.9453125}, {"start": 846.36, "end": 846.58, "word": " Delta", "probability": 0.49169921875}, {"start": 846.58, "end": 847.04, "word": " W،", "probability": 0.88134765625}, {"start": 847.04, "end": 847.14, "word": " هاي", "probability": 0.59393310546875}, {"start": 847.14, "end": 847.8, "word": " W،", "probability": 0.80224609375}, {"start": 847.8, "end": 848.22, "word": " فإذن", "probability": 0.810546875}, {"start": 848.22, "end": 848.72, "word": " قيمة", "probability": 0.9915364583333334}, {"start": 848.72, "end": 849.0, "word": " Delta", "probability": 0.91064453125}, {"start": 849.0, "end": 849.42, "word": " W", "probability": 0.99072265625}], "temperature": 1.0}, {"id": 37, "seek": 86162, "start": 850.04, "end": 861.62, "text": "هي جدّاش معدّل الزيادة أو النقصان الحقيقة زيادة أو نقصان جدّاش المعدّل المفروض Delta Wi و J بين I و J طبعا اتفقنا ال P هذا اللي هي", "tokens": [3224, 1829, 10874, 3215, 11703, 33599, 20449, 3215, 11703, 1211, 6024, 110, 1829, 18513, 3660, 34051, 28239, 4587, 9381, 7649, 21542, 38436, 28671, 30767, 1829, 18513, 3660, 34051, 8717, 4587, 9381, 7649, 10874, 3215, 11703, 33599, 9673, 22488, 11703, 1211, 9673, 5172, 32887, 11242, 18183, 14035, 4032, 508, 49374, 286, 4032, 508, 23032, 3555, 3615, 995, 1975, 2655, 5172, 4587, 8315, 2423, 430, 23758, 13672, 1829, 39896], "avg_logprob": -0.2311580825377913, "compression_ratio": 1.5524475524475525, "no_speech_prob": 2.5570392608642578e-05, "words": [{"start": 850.04, "end": 850.68, "word": "هي", "probability": 0.6475830078125}, {"start": 850.68, "end": 851.26, "word": " جدّاش", "probability": 0.63006591796875}, {"start": 851.26, "end": 852.12, "word": " معدّل", "probability": 0.83154296875}, {"start": 852.12, "end": 852.74, "word": " الزيادة", "probability": 0.9029296875}, {"start": 852.74, "end": 852.84, "word": " أو", "probability": 0.89208984375}, {"start": 852.84, "end": 853.28, "word": " النقصان", "probability": 0.9881591796875}, {"start": 853.28, "end": 853.76, "word": " الحقيقة", "probability": 0.7565104166666666}, {"start": 853.76, "end": 854.32, "word": " زيادة", "probability": 0.80694580078125}, {"start": 854.32, "end": 854.4, "word": " أو", "probability": 0.90478515625}, {"start": 854.4, "end": 854.78, "word": " نقصان", "probability": 0.9974365234375}, {"start": 854.78, "end": 855.3, "word": " جدّاش", "probability": 0.927734375}, {"start": 855.3, "end": 855.9, "word": " المعدّل", "probability": 0.9615478515625}, {"start": 855.9, "end": 856.56, "word": " المفروض", "probability": 0.945556640625}, {"start": 856.56, "end": 856.76, "word": " Delta", "probability": 0.2373046875}, {"start": 856.76, "end": 857.34, "word": " Wi", "probability": 0.5546875}, {"start": 857.34, "end": 857.64, "word": " و", "probability": 0.341064453125}, {"start": 857.64, "end": 857.88, "word": " J", "probability": 0.457275390625}, {"start": 857.88, "end": 858.3, "word": " بين", "probability": 0.78369140625}, {"start": 858.3, "end": 858.6, "word": " I", "probability": 0.68115234375}, {"start": 858.6, "end": 858.78, "word": " و", "probability": 0.91650390625}, {"start": 858.78, "end": 859.22, "word": " J", "probability": 0.74267578125}, {"start": 859.22, "end": 859.98, "word": " طبعا", "probability": 0.92822265625}, {"start": 859.98, "end": 860.66, "word": " اتفقنا", "probability": 0.92841796875}, {"start": 860.66, "end": 860.9, "word": " ال", "probability": 0.92138671875}, {"start": 860.9, "end": 861.06, "word": " P", "probability": 0.83251953125}, {"start": 861.06, "end": 861.24, "word": " هذا", "probability": 0.243408203125}, {"start": 861.24, "end": 861.36, "word": " اللي", "probability": 0.920166015625}, {"start": 861.36, "end": 861.62, "word": " هي", "probability": 0.81591796875}], "temperature": 1.0}, {"id": 38, "seek": 88278, "start": 862.36, "end": 882.78, "text": "الـ iteration فانا في ال iteration number الأولى مثلا أو في الدورة أو الدورة الأولى الدورة التانية الدورة التالتة في ال iteration رقم واحد اتنين تلاتة اربعة and so on هذه ال P اللي هي رقم ال iteration هذه المفروض انها تكون معتمدة على function تربط Y", "tokens": [6027, 39184, 24784, 6156, 7649, 995, 8978, 2423, 24784, 1230, 16247, 12610, 7578, 50113, 15040, 34051, 8978, 32748, 13063, 3660, 34051, 32748, 13063, 3660, 16247, 12610, 7578, 32748, 13063, 3660, 16712, 7649, 10632, 32748, 13063, 3660, 16712, 6027, 2655, 3660, 8978, 2423, 24784, 12602, 4587, 2304, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 1975, 25513, 27884, 293, 370, 322, 29538, 2423, 430, 13672, 1829, 39896, 12602, 4587, 2304, 2423, 24784, 29538, 9673, 5172, 32887, 11242, 16472, 11296, 6055, 30544, 3714, 34268, 2304, 41891, 15844, 2445, 6055, 25513, 9566, 398], "avg_logprob": -0.16238239567766907, "compression_ratio": 1.9455445544554455, "no_speech_prob": 4.8220157623291016e-05, "words": [{"start": 862.36, "end": 862.52, "word": "الـ", "probability": 0.451904296875}, {"start": 862.52, "end": 862.88, "word": " iteration", "probability": 0.441650390625}, {"start": 862.88, "end": 864.12, "word": " فانا", "probability": 0.73583984375}, {"start": 864.12, "end": 864.42, "word": " في", "probability": 0.85400390625}, {"start": 864.42, "end": 864.6, "word": " ال", "probability": 0.97509765625}, {"start": 864.6, "end": 865.12, "word": " iteration", "probability": 0.728515625}, {"start": 865.12, "end": 866.04, "word": " number", "probability": 0.85791015625}, {"start": 866.04, "end": 867.18, "word": " الأولى", "probability": 0.9357096354166666}, {"start": 867.18, "end": 867.48, "word": " مثلا", "probability": 0.9716796875}, {"start": 867.48, "end": 867.7, "word": " أو", "probability": 0.58447265625}, {"start": 867.7, "end": 867.98, "word": " في", "probability": 0.90185546875}, {"start": 867.98, "end": 869.26, "word": " الدورة", "probability": 0.9757486979166666}, {"start": 869.26, "end": 869.42, "word": " أو", "probability": 0.51220703125}, {"start": 869.42, "end": 870.78, "word": " الدورة", "probability": 0.9210611979166666}, {"start": 870.78, "end": 871.06, "word": " الأولى", "probability": 0.9807942708333334}, {"start": 871.06, "end": 871.34, "word": " الدورة", "probability": 0.8158365885416666}, {"start": 871.34, "end": 871.58, "word": " التانية", "probability": 0.9265950520833334}, {"start": 871.58, "end": 871.84, "word": " الدورة", "probability": 0.9300130208333334}, {"start": 871.84, "end": 872.16, "word": " التالتة", "probability": 0.8917236328125}, {"start": 872.16, "end": 872.28, "word": " في", "probability": 0.74267578125}, {"start": 872.28, "end": 872.38, "word": " ال", "probability": 0.9833984375}, {"start": 872.38, "end": 872.74, "word": " iteration", "probability": 0.8408203125}, {"start": 872.74, "end": 873.14, "word": " رقم", "probability": 0.978515625}, {"start": 873.14, "end": 873.4, "word": " واحد", "probability": 0.907958984375}, {"start": 873.4, "end": 873.7, "word": " اتنين", "probability": 0.96923828125}, {"start": 873.7, "end": 874.06, "word": " تلاتة", "probability": 0.95166015625}, {"start": 874.06, "end": 874.36, "word": " اربعة", "probability": 0.75439453125}, {"start": 874.36, "end": 874.52, "word": " and", "probability": 0.90625}, {"start": 874.52, "end": 874.66, "word": " so", "probability": 0.92431640625}, {"start": 874.66, "end": 874.84, "word": " on", "probability": 0.96142578125}, {"start": 874.84, "end": 875.72, "word": " هذه", "probability": 0.56396484375}, {"start": 875.72, "end": 875.98, "word": " ال", "probability": 0.9736328125}, {"start": 875.98, "end": 876.16, "word": " P", "probability": 0.716796875}, {"start": 876.16, "end": 876.28, "word": " اللي", "probability": 0.8173828125}, {"start": 876.28, "end": 876.52, "word": " هي", "probability": 0.9580078125}, {"start": 876.52, "end": 876.88, "word": " رقم", "probability": 0.98193359375}, {"start": 876.88, "end": 876.96, "word": " ال", "probability": 0.9921875}, {"start": 876.96, "end": 877.3, "word": " iteration", "probability": 0.80078125}, {"start": 877.3, "end": 877.94, "word": " هذه", "probability": 0.796875}, {"start": 877.94, "end": 878.28, "word": " المفروض", "probability": 0.99658203125}, {"start": 878.28, "end": 878.4, "word": " انها", "probability": 0.49346923828125}, {"start": 878.4, "end": 878.62, "word": " تكون", "probability": 0.970703125}, {"start": 878.62, "end": 879.14, "word": " معتمدة", "probability": 0.871826171875}, {"start": 879.14, "end": 879.36, "word": " على", "probability": 0.89453125}, {"start": 879.36, "end": 880.28, "word": " function", "probability": 0.9482421875}, {"start": 880.28, "end": 881.92, "word": " تربط", "probability": 0.9822591145833334}, {"start": 881.92, "end": 882.78, "word": " Y", "probability": 0.76953125}], "temperature": 1.0}, {"id": 39, "seek": 90734, "start": 883.84, "end": 907.34, "text": "ب X الشيء Y هي قيمة الـ J اللي هي قيمة ال node J و X هي قيمة ال node I طيب بحيث أنه فعلا العلاقة بينهم توضح لنا هل هم مرتبطين بعض أو لأ هم مرتبطين بعض بالوقت كيف؟ بدنا شيء أنه لو هذه زادت", "tokens": [3555, 1783, 25124, 1829, 38207, 398, 39896, 12174, 32640, 3660, 2423, 39184, 508, 13672, 1829, 39896, 12174, 32640, 3660, 2423, 9984, 508, 4032, 1783, 39896, 12174, 32640, 3660, 2423, 9984, 286, 23032, 1829, 3555, 4724, 5016, 1829, 12984, 14739, 3224, 6156, 3615, 15040, 18863, 15040, 28671, 49374, 16095, 6055, 2407, 11242, 5016, 5296, 8315, 8032, 1211, 8032, 2304, 3714, 43500, 3555, 9566, 9957, 45030, 11242, 34051, 5296, 10721, 8032, 2304, 3714, 43500, 3555, 9566, 9957, 45030, 11242, 20666, 30543, 2655, 9122, 33911, 22807, 47525, 8315, 44049, 38207, 14739, 3224, 45164, 29538, 30767, 18513, 2655], "avg_logprob": -0.21299342607197008, "compression_ratio": 1.8, "no_speech_prob": 1.7404556274414062e-05, "words": [{"start": 883.84, "end": 884.1, "word": "ب", "probability": 0.311279296875}, {"start": 884.1, "end": 884.46, "word": " X", "probability": 0.5361328125}, {"start": 884.46, "end": 885.1, "word": " الشيء", "probability": 0.633544921875}, {"start": 885.1, "end": 885.38, "word": " Y", "probability": 0.6982421875}, {"start": 885.38, "end": 885.8, "word": " هي", "probability": 0.9306640625}, {"start": 885.8, "end": 886.22, "word": " قيمة", "probability": 0.9933268229166666}, {"start": 886.22, "end": 886.42, "word": " الـ", "probability": 0.531982421875}, {"start": 886.42, "end": 886.64, "word": " J", "probability": 0.580078125}, {"start": 886.64, "end": 887.38, "word": " اللي", "probability": 0.702880859375}, {"start": 887.38, "end": 887.7, "word": " هي", "probability": 0.9599609375}, {"start": 887.7, "end": 888.64, "word": " قيمة", "probability": 0.99072265625}, {"start": 888.64, "end": 888.82, "word": " ال", "probability": 0.5244140625}, {"start": 888.82, "end": 889.32, "word": " node", "probability": 0.767578125}, {"start": 889.32, "end": 889.68, "word": " J", "probability": 0.8583984375}, {"start": 889.68, "end": 890.66, "word": " و", "probability": 0.80419921875}, {"start": 890.66, "end": 891.4, "word": " X", "probability": 0.9580078125}, {"start": 891.4, "end": 891.6, "word": " هي", "probability": 0.9873046875}, {"start": 891.6, "end": 892.0, "word": " قيمة", "probability": 0.9949544270833334}, {"start": 892.0, "end": 892.16, "word": " ال", "probability": 0.869140625}, {"start": 892.16, "end": 892.38, "word": " node", "probability": 0.9072265625}, {"start": 892.38, "end": 892.94, "word": " I", "probability": 0.9404296875}, {"start": 892.94, "end": 895.26, "word": " طيب", "probability": 0.81201171875}, {"start": 895.26, "end": 896.06, "word": " بحيث", "probability": 0.907958984375}, {"start": 896.06, "end": 896.78, "word": " أنه", "probability": 0.5107421875}, {"start": 896.78, "end": 897.2, "word": " فعلا", "probability": 0.8859049479166666}, {"start": 897.2, "end": 897.98, "word": " العلاقة", "probability": 0.8177897135416666}, {"start": 897.98, "end": 898.64, "word": " بينهم", "probability": 0.98486328125}, {"start": 898.64, "end": 899.68, "word": " توضح", "probability": 0.8341064453125}, {"start": 899.68, "end": 899.94, "word": " لنا", "probability": 0.936767578125}, {"start": 899.94, "end": 900.16, "word": " هل", "probability": 0.87939453125}, {"start": 900.16, "end": 900.3, "word": " هم", "probability": 0.8662109375}, {"start": 900.3, "end": 900.9, "word": " مرتبطين", "probability": 0.98779296875}, {"start": 900.9, "end": 901.2, "word": " بعض", "probability": 0.76904296875}, {"start": 901.2, "end": 901.36, "word": " أو", "probability": 0.79296875}, {"start": 901.36, "end": 902.44, "word": " لأ", "probability": 0.776611328125}, {"start": 902.44, "end": 902.74, "word": " هم", "probability": 0.711669921875}, {"start": 902.74, "end": 903.1, "word": " مرتبطين", "probability": 0.984765625}, {"start": 903.1, "end": 903.32, "word": " بعض", "probability": 0.9189453125}, {"start": 903.32, "end": 903.62, "word": " بالوقت", "probability": 0.6303304036458334}, {"start": 903.62, "end": 904.78, "word": " كيف؟", "probability": 0.8186848958333334}, {"start": 904.78, "end": 905.32, "word": " بدنا", "probability": 0.91748046875}, {"start": 905.32, "end": 905.66, "word": " شيء", "probability": 0.8330078125}, {"start": 905.66, "end": 905.92, "word": " أنه", "probability": 0.752685546875}, {"start": 905.92, "end": 906.12, "word": " لو", "probability": 0.98095703125}, {"start": 906.12, "end": 906.48, "word": " هذه", "probability": 0.87255859375}, {"start": 906.48, "end": 907.34, "word": " زادت", "probability": 0.9685872395833334}], "temperature": 1.0}, {"id": 40, "seek": 93192, "start": 908.04, "end": 931.92, "text": "و هذه في نفس الوقت زادت الاصل انه اجوي او اكبر delta w و لو فش ارتباط بينهم بمعنى هذه زادت هذه نقصت هذه نقصت هذه زادت ال delta w اتجلد ال delta w اتجلد فإيش ال function اللي بتربطلي ال two parameters هدول مع بعض بحيث انها تعطيني هذه الفكرة ان اضربهم في بعض", "tokens": [2407, 29538, 8978, 8717, 36178, 2423, 30543, 2655, 30767, 18513, 2655, 2423, 33546, 1211, 16472, 3224, 1975, 7435, 45865, 1975, 2407, 1975, 4117, 26890, 8289, 261, 4032, 45164, 6156, 8592, 1975, 43500, 3555, 41193, 49374, 16095, 4724, 2304, 3615, 1863, 7578, 29538, 30767, 18513, 2655, 29538, 8717, 4587, 9381, 2655, 29538, 8717, 4587, 9381, 2655, 29538, 30767, 18513, 2655, 2423, 8289, 261, 1975, 2655, 7435, 1211, 3215, 2423, 8289, 261, 1975, 2655, 7435, 1211, 3215, 6156, 28814, 1829, 8592, 2423, 2445, 13672, 1829, 39894, 25513, 9566, 20292, 2423, 732, 9834, 8032, 3215, 12610, 20449, 45030, 11242, 4724, 5016, 1829, 12984, 16472, 11296, 37279, 9566, 9957, 1829, 29538, 27188, 4117, 25720, 16472, 1975, 11242, 25513, 16095, 8978, 45030, 11242], "avg_logprob": -0.18001575154416702, "compression_ratio": 1.8217391304347825, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 908.04, "end": 908.24, "word": "و", "probability": 0.81494140625}, {"start": 908.24, "end": 908.5, "word": " هذه", "probability": 0.39208984375}, {"start": 908.5, "end": 908.64, "word": " في", "probability": 0.9150390625}, {"start": 908.64, "end": 908.84, "word": " نفس", "probability": 0.997314453125}, {"start": 908.84, "end": 909.24, "word": " الوقت", "probability": 0.9905598958333334}, {"start": 909.24, "end": 909.92, "word": " زادت", "probability": 0.97216796875}, {"start": 909.92, "end": 910.86, "word": " الاصل", "probability": 0.7724609375}, {"start": 910.86, "end": 911.16, "word": " انه", "probability": 0.610107421875}, {"start": 911.16, "end": 911.68, "word": " اجوي", "probability": 0.837890625}, {"start": 911.68, "end": 912.32, "word": " او", "probability": 0.949951171875}, {"start": 912.32, "end": 912.78, "word": " اكبر", "probability": 0.96044921875}, {"start": 912.78, "end": 913.18, "word": " delta", "probability": 0.49267578125}, {"start": 913.18, "end": 913.8, "word": " w", "probability": 0.53466796875}, {"start": 913.8, "end": 914.34, "word": " و", "probability": 0.5146484375}, {"start": 914.34, "end": 914.58, "word": " لو", "probability": 0.83837890625}, {"start": 914.58, "end": 915.14, "word": " فش", "probability": 0.3116455078125}, {"start": 915.14, "end": 915.72, "word": " ارتباط", "probability": 0.9615478515625}, {"start": 915.72, "end": 916.32, "word": " بينهم", "probability": 0.98828125}, {"start": 916.32, "end": 916.76, "word": " بمعنى", "probability": 0.94169921875}, {"start": 916.76, "end": 917.0, "word": " هذه", "probability": 0.615234375}, {"start": 917.0, "end": 917.44, "word": " زادت", "probability": 0.9876302083333334}, {"start": 917.44, "end": 917.64, "word": " هذه", "probability": 0.462890625}, {"start": 917.64, "end": 918.1, "word": " نقصت", "probability": 0.9315185546875}, {"start": 918.1, "end": 918.48, "word": " هذه", "probability": 0.55810546875}, {"start": 918.48, "end": 918.82, "word": " نقصت", "probability": 0.962890625}, {"start": 918.82, "end": 919.02, "word": " هذه", "probability": 0.80322265625}, {"start": 919.02, "end": 919.6, "word": " زادت", "probability": 0.9913736979166666}, {"start": 919.6, "end": 920.3, "word": " ال", "probability": 0.87109375}, {"start": 920.3, "end": 920.62, "word": " delta", "probability": 0.86279296875}, {"start": 920.62, "end": 921.04, "word": " w", "probability": 0.87255859375}, {"start": 921.04, "end": 921.84, "word": " اتجلد", "probability": 0.838671875}, {"start": 921.84, "end": 922.08, "word": " ال", "probability": 0.2578125}, {"start": 922.08, "end": 922.38, "word": " delta", "probability": 0.935546875}, {"start": 922.38, "end": 922.72, "word": " w", "probability": 0.931640625}, {"start": 922.72, "end": 923.66, "word": " اتجلد", "probability": 0.9849609375}, {"start": 923.66, "end": 924.5, "word": " فإيش", "probability": 0.80633544921875}, {"start": 924.5, "end": 924.64, "word": " ال", "probability": 0.96240234375}, {"start": 924.64, "end": 924.98, "word": " function", "probability": 0.95654296875}, {"start": 924.98, "end": 925.12, "word": " اللي", "probability": 0.904052734375}, {"start": 925.12, "end": 925.84, "word": " بتربطلي", "probability": 0.77679443359375}, {"start": 925.84, "end": 926.18, "word": " ال", "probability": 0.982421875}, {"start": 926.18, "end": 926.5, "word": " two", "probability": 0.876953125}, {"start": 926.5, "end": 927.3, "word": " parameters", "probability": 0.96826171875}, {"start": 927.3, "end": 927.6, "word": " هدول", "probability": 0.873046875}, {"start": 927.6, "end": 927.78, "word": " مع", "probability": 0.99658203125}, {"start": 927.78, "end": 928.22, "word": " بعض", "probability": 0.992431640625}, {"start": 928.22, "end": 928.76, "word": " بحيث", "probability": 0.95361328125}, {"start": 928.76, "end": 928.9, "word": " انها", "probability": 0.786865234375}, {"start": 928.9, "end": 929.32, "word": " تعطيني", "probability": 0.8211669921875}, {"start": 929.32, "end": 929.6, "word": " هذه", "probability": 0.953125}, {"start": 929.6, "end": 930.78, "word": " الفكرة", "probability": 0.9939778645833334}, {"start": 930.78, "end": 931.1, "word": " ان", "probability": 0.52880859375}, {"start": 931.1, "end": 931.48, "word": " اضربهم", "probability": 0.953857421875}, {"start": 931.48, "end": 931.6, "word": " في", "probability": 0.75439453125}, {"start": 931.6, "end": 931.92, "word": " بعض", "probability": 0.982421875}], "temperature": 1.0}, {"id": 41, "seek": 95730, "start": 932.36, "end": 957.3, "text": "إننا نضربهم في بعض بمعنى إنه إذا كان والله الإتنين بزيده فضربهم بزيد ضربهم بزيد إذا واحدة منهم قليلة واحنا عارفين إنه قيمة W قيمها بناخدها عادة من صفر لواحد فهي fractions في النهاية فإذا قلت العلاقة واحد منهم فالأصل إنه Delta W بتجل تبدأ تجل", "tokens": [28814, 1863, 8315, 8717, 11242, 25513, 16095, 8978, 45030, 11242, 4724, 2304, 3615, 1863, 7578, 36145, 3224, 11933, 15730, 25961, 16070, 43761, 33688, 2655, 1863, 9957, 4724, 11622, 25708, 3224, 6156, 11242, 25513, 16095, 4724, 11622, 25708, 48812, 25513, 16095, 4724, 11622, 25708, 11933, 15730, 36764, 24401, 3660, 9154, 16095, 12174, 20292, 37977, 4032, 39319, 8315, 6225, 9640, 5172, 9957, 36145, 3224, 12174, 32640, 3660, 343, 12174, 32640, 11296, 44945, 47283, 3215, 11296, 6225, 18513, 3660, 9154, 20328, 5172, 2288, 5296, 14407, 24401, 6156, 3224, 1829, 36058, 8978, 28239, 11296, 10632, 6156, 28814, 15730, 12174, 1211, 2655, 18863, 15040, 28671, 36764, 24401, 9154, 16095, 6156, 6027, 10721, 36520, 36145, 3224, 18183, 343, 39894, 7435, 1211, 6055, 44510, 10721, 6055, 7435, 1211], "avg_logprob": -0.15023053193190058, "compression_ratio": 1.8464912280701755, "no_speech_prob": 1.1086463928222656e-05, "words": [{"start": 932.36, "end": 932.76, "word": "إننا", "probability": 0.4932454427083333}, {"start": 932.76, "end": 933.12, "word": " نضربهم", "probability": 0.9300537109375}, {"start": 933.12, "end": 933.24, "word": " في", "probability": 0.84521484375}, {"start": 933.24, "end": 933.5, "word": " بعض", "probability": 0.98828125}, {"start": 933.5, "end": 934.18, "word": " بمعنى", "probability": 0.877001953125}, {"start": 934.18, "end": 934.46, "word": " إنه", "probability": 0.86865234375}, {"start": 934.46, "end": 934.62, "word": " إذا", "probability": 0.970458984375}, {"start": 934.62, "end": 934.82, "word": " كان", "probability": 0.9912109375}, {"start": 934.82, "end": 935.02, "word": " والله", "probability": 0.911376953125}, {"start": 935.02, "end": 935.5, "word": " الإتنين", "probability": 0.73248291015625}, {"start": 935.5, "end": 936.52, "word": " بزيده", "probability": 0.8214111328125}, {"start": 936.52, "end": 937.6, "word": " فضربهم", "probability": 0.971435546875}, {"start": 937.6, "end": 938.66, "word": " بزيد", "probability": 0.9676106770833334}, {"start": 938.66, "end": 939.86, "word": " ضربهم", "probability": 0.89599609375}, {"start": 939.86, "end": 940.12, "word": " بزيد", "probability": 0.97509765625}, {"start": 940.12, "end": 940.5, "word": " إذا", "probability": 0.929931640625}, {"start": 940.5, "end": 940.76, "word": " واحدة", "probability": 0.9874674479166666}, {"start": 940.76, "end": 941.08, "word": " منهم", "probability": 0.99560546875}, {"start": 941.08, "end": 941.92, "word": " قليلة", "probability": 0.9383138020833334}, {"start": 941.92, "end": 942.76, "word": " واحنا", "probability": 0.71630859375}, {"start": 942.76, "end": 943.08, "word": " عارفين", "probability": 0.989990234375}, {"start": 943.08, "end": 943.44, "word": " إنه", "probability": 0.7783203125}, {"start": 943.44, "end": 944.02, "word": " قيمة", "probability": 0.9949544270833334}, {"start": 944.02, "end": 944.66, "word": " W", "probability": 0.1685791015625}, {"start": 944.66, "end": 945.94, "word": " قيمها", "probability": 0.7274576822916666}, {"start": 945.94, "end": 946.44, "word": " بناخدها", "probability": 0.828369140625}, {"start": 946.44, "end": 946.74, "word": " عادة", "probability": 0.98388671875}, {"start": 946.74, "end": 946.88, "word": " من", "probability": 0.984375}, {"start": 946.88, "end": 947.16, "word": " صفر", "probability": 0.89990234375}, {"start": 947.16, "end": 947.6, "word": " لواحد", "probability": 0.8865559895833334}, {"start": 947.6, "end": 948.06, "word": " فهي", "probability": 0.9845377604166666}, {"start": 948.06, "end": 948.46, "word": " fractions", "probability": 0.91015625}, {"start": 948.46, "end": 948.64, "word": " في", "probability": 0.9267578125}, {"start": 948.64, "end": 949.0, "word": " النهاية", "probability": 0.9685872395833334}, {"start": 949.0, "end": 950.24, "word": " فإذا", "probability": 0.9737955729166666}, {"start": 950.24, "end": 950.88, "word": " قلت", "probability": 0.9773763020833334}, {"start": 950.88, "end": 952.82, "word": " العلاقة", "probability": 0.9552408854166666}, {"start": 952.82, "end": 953.26, "word": " واحد", "probability": 0.743896484375}, {"start": 953.26, "end": 953.66, "word": " منهم", "probability": 0.9931640625}, {"start": 953.66, "end": 954.26, "word": " فالأصل", "probability": 0.9134521484375}, {"start": 954.26, "end": 954.52, "word": " إنه", "probability": 0.75}, {"start": 954.52, "end": 954.74, "word": " Delta", "probability": 0.475341796875}, {"start": 954.74, "end": 955.16, "word": " W", "probability": 0.88134765625}, {"start": 955.16, "end": 955.96, "word": " بتجل", "probability": 0.9134114583333334}, {"start": 955.96, "end": 956.7, "word": " تبدأ", "probability": 0.8819986979166666}, {"start": 956.7, "end": 957.3, "word": " تجل", "probability": 0.8904622395833334}], "temperature": 1.0}, {"id": 42, "seek": 98705, "start": 958.13, "end": 987.05, "text": "كويس طبعا في الآخر هنعملهم عملية ضرب عادية multiplication على اعتبار انه هذا أبسط طريقة انه فعلا لو الاتنين بيزيدوا مع بعض نجيب term كبير خلاص بدربهم ضرب في بعض و بنضربهم في الآخر كمان في مين في alpha اللي اتكلمنا عنها سابقا و اللي هي ال learning rate parameter و بنقدر نقول ان هذه ال equation بتسميها ال activity product rule activity product rule اللي هي عملية الضرب عملية", "tokens": [4117, 45865, 3794, 23032, 3555, 3615, 995, 8978, 6024, 95, 34740, 8032, 1863, 25957, 1211, 16095, 6225, 42213, 10632, 48812, 25513, 6225, 18513, 10632, 27290, 15844, 1975, 34268, 3555, 9640, 16472, 3224, 23758, 5551, 3555, 3794, 9566, 23032, 16572, 28671, 16472, 3224, 6156, 3615, 15040, 45164, 2423, 9307, 1863, 9957, 4724, 1829, 11622, 25708, 14407, 20449, 45030, 11242, 8717, 7435, 1829, 3555, 1433, 9122, 3555, 13546, 16490, 1211, 33546, 47525, 25513, 16095, 48812, 25513, 8978, 45030, 11242, 4032, 44945, 11242, 25513, 16095, 8978, 6024, 95, 34740, 9122, 2304, 7649, 8978, 3714, 9957, 8978, 8961, 13672, 1829, 1975, 2655, 4117, 19528, 8315, 18871, 11296, 8608, 16758, 4587, 995, 4032, 13672, 1829, 39896, 2423, 2539, 3314, 13075, 4032, 44945, 28543, 2288, 8717, 39648, 16472, 29538, 2423, 5367, 39894, 38251, 1829, 11296, 2423, 5191, 1674, 4978, 5191, 1674, 4978, 13672, 1829, 39896, 6225, 42213, 10632, 6024, 114, 25513, 6225, 42213, 10632], "avg_logprob": -0.1603397699010452, "compression_ratio": 1.8580441640378549, "no_speech_prob": 1.2099742889404297e-05, "words": [{"start": 958.13, "end": 958.57, "word": "كويس", "probability": 0.7047932942708334}, {"start": 958.57, "end": 959.67, "word": " طبعا", "probability": 0.880859375}, {"start": 959.67, "end": 959.87, "word": " في", "probability": 0.8154296875}, {"start": 959.87, "end": 960.19, "word": " الآخر", "probability": 0.8470052083333334}, {"start": 960.19, "end": 960.77, "word": " هنعملهم", "probability": 0.8857421875}, {"start": 960.77, "end": 961.01, "word": " عملية", "probability": 0.9794921875}, {"start": 961.01, "end": 961.25, "word": " ضرب", "probability": 0.98583984375}, {"start": 961.25, "end": 961.67, "word": " عادية", "probability": 0.9679361979166666}, {"start": 961.67, "end": 962.17, "word": " multiplication", "probability": 0.65576171875}, {"start": 962.17, "end": 963.07, "word": " على", "probability": 0.8662109375}, {"start": 963.07, "end": 963.37, "word": " اعتبار", "probability": 0.9664306640625}, {"start": 963.37, "end": 963.55, "word": " انه", "probability": 0.56884765625}, {"start": 963.55, "end": 963.67, "word": " هذا", "probability": 0.148681640625}, {"start": 963.67, "end": 964.13, "word": " أبسط", "probability": 0.925537109375}, {"start": 964.13, "end": 964.65, "word": " طريقة", "probability": 0.986328125}, {"start": 964.65, "end": 964.93, "word": " انه", "probability": 0.762451171875}, {"start": 964.93, "end": 965.13, "word": " فعلا", "probability": 0.8997395833333334}, {"start": 965.13, "end": 965.39, "word": " لو", "probability": 0.97021484375}, {"start": 965.39, "end": 966.21, "word": " الاتنين", "probability": 0.7474365234375}, {"start": 966.21, "end": 967.47, "word": " بيزيدوا", "probability": 0.959765625}, {"start": 967.47, "end": 967.61, "word": " مع", "probability": 0.9951171875}, {"start": 967.61, "end": 968.05, "word": " بعض", "probability": 0.992919921875}, {"start": 968.05, "end": 969.47, "word": " نجيب", "probability": 0.881591796875}, {"start": 969.47, "end": 969.91, "word": " term", "probability": 0.9091796875}, {"start": 969.91, "end": 970.65, "word": " كبير", "probability": 0.9905598958333334}, {"start": 970.65, "end": 971.73, "word": " خلاص", "probability": 0.9558919270833334}, {"start": 971.73, "end": 972.13, "word": " بدربهم", "probability": 0.875}, {"start": 972.13, "end": 972.35, "word": " ضرب", "probability": 0.93212890625}, {"start": 972.35, "end": 972.49, "word": " في", "probability": 0.921875}, {"start": 972.49, "end": 972.69, "word": " بعض", "probability": 0.99462890625}, {"start": 972.69, "end": 973.25, "word": " و", "probability": 0.63330078125}, {"start": 973.25, "end": 973.73, "word": " بنضربهم", "probability": 0.78912353515625}, {"start": 973.73, "end": 973.83, "word": " في", "probability": 0.96044921875}, {"start": 973.83, "end": 974.09, "word": " الآخر", "probability": 0.96435546875}, {"start": 974.09, "end": 974.37, "word": " كمان", "probability": 0.89599609375}, {"start": 974.37, "end": 974.51, "word": " في", "probability": 0.958984375}, {"start": 974.51, "end": 974.77, "word": " مين", "probability": 0.896240234375}, {"start": 974.77, "end": 975.29, "word": " في", "probability": 0.84619140625}, {"start": 975.29, "end": 975.61, "word": " alpha", "probability": 0.400146484375}, {"start": 975.61, "end": 975.77, "word": " اللي", "probability": 0.69482421875}, {"start": 975.77, "end": 976.15, "word": " اتكلمنا", "probability": 0.94765625}, {"start": 976.15, "end": 976.31, "word": " عنها", "probability": 0.96875}, {"start": 976.31, "end": 976.85, "word": " سابقا", "probability": 0.99365234375}, {"start": 976.85, "end": 977.17, "word": " و", "probability": 0.68017578125}, {"start": 977.17, "end": 977.25, "word": " اللي", "probability": 0.935546875}, {"start": 977.25, "end": 977.39, "word": " هي", "probability": 0.88916015625}, {"start": 977.39, "end": 977.51, "word": " ال", "probability": 0.44775390625}, {"start": 977.51, "end": 977.77, "word": " learning", "probability": 0.93115234375}, {"start": 977.77, "end": 978.19, "word": " rate", "probability": 0.96728515625}, {"start": 978.19, "end": 978.93, "word": " parameter", "probability": 0.974609375}, {"start": 978.93, "end": 979.65, "word": " و", "probability": 0.9521484375}, {"start": 979.65, "end": 980.75, "word": " بنقدر", "probability": 0.89306640625}, {"start": 980.75, "end": 980.99, "word": " نقول", "probability": 0.990234375}, {"start": 980.99, "end": 981.15, "word": " ان", "probability": 0.6826171875}, {"start": 981.15, "end": 981.35, "word": " هذه", "probability": 0.38134765625}, {"start": 981.35, "end": 981.45, "word": " ال", "probability": 0.96337890625}, {"start": 981.45, "end": 981.75, "word": " equation", "probability": 0.990234375}, {"start": 981.75, "end": 982.17, "word": " بتسميها", "probability": 0.9620361328125}, {"start": 982.17, "end": 982.27, "word": " ال", "probability": 0.6240234375}, {"start": 982.27, "end": 982.59, "word": " activity", "probability": 0.9287109375}, {"start": 982.59, "end": 983.19, "word": " product", "probability": 0.95849609375}, {"start": 983.19, "end": 983.97, "word": " rule", "probability": 0.9072265625}, {"start": 983.97, "end": 984.43, "word": " activity", "probability": 0.896484375}, {"start": 984.43, "end": 984.87, "word": " product", "probability": 0.97265625}, {"start": 984.87, "end": 985.19, "word": " rule", "probability": 0.95849609375}, {"start": 985.19, "end": 985.53, "word": " اللي", "probability": 0.970947265625}, {"start": 985.53, "end": 985.63, "word": " هي", "probability": 0.55322265625}, {"start": 985.63, "end": 986.01, "word": " عملية", "probability": 0.9822591145833334}, {"start": 986.01, "end": 986.59, "word": " الضرب", "probability": 0.8302408854166666}, {"start": 986.59, "end": 987.05, "word": " عملية", "probability": 0.953125}], "temperature": 1.0}, {"id": 43, "seek": 100478, "start": 988.06, "end": 1004.78, "text": "إيه الدرب؟ تمام، الآن ال two terms هدولة اتفقنا إنه لو اكتعليين لل two neurons عليين، ضربهم بزيد، بزيد، بزيد، طب لأمتى؟ طيب", "tokens": [28814, 1829, 3224, 32748, 25513, 22807, 46811, 10943, 12399, 6024, 48506, 2423, 732, 2115, 8032, 3215, 12610, 3660, 1975, 2655, 5172, 4587, 8315, 36145, 3224, 45164, 1975, 4117, 2655, 3615, 20292, 9957, 24976, 732, 22027, 6225, 20292, 9957, 12399, 48812, 25513, 16095, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 4724, 11622, 25708, 12399, 23032, 3555, 5296, 10721, 2304, 49975, 22807, 23032, 1829, 3555], "avg_logprob": -0.2514423076923077, "compression_ratio": 1.4609929078014185, "no_speech_prob": 0.0, "words": [{"start": 988.06, "end": 988.4, "word": "إيه", "probability": 0.7345377604166666}, {"start": 988.4, "end": 988.74, "word": " الدرب؟", "probability": 0.8053385416666666}, {"start": 988.74, "end": 989.7, "word": " تمام،", "probability": 0.8326822916666666}, {"start": 989.7, "end": 990.2, "word": " الآن", "probability": 0.812255859375}, {"start": 990.2, "end": 992.54, "word": " ال", "probability": 0.921875}, {"start": 992.54, "end": 993.02, "word": " two", "probability": 0.591796875}, {"start": 993.02, "end": 993.4, "word": " terms", "probability": 0.7568359375}, {"start": 993.4, "end": 994.46, "word": " هدولة", "probability": 0.904052734375}, {"start": 994.46, "end": 995.54, "word": " اتفقنا", "probability": 0.95498046875}, {"start": 995.54, "end": 995.8, "word": " إنه", "probability": 0.5506591796875}, {"start": 995.8, "end": 996.0, "word": " لو", "probability": 0.978515625}, {"start": 996.0, "end": 997.38, "word": " اكتعليين", "probability": 0.5424397786458334}, {"start": 997.38, "end": 998.04, "word": " لل", "probability": 0.58544921875}, {"start": 998.04, "end": 998.2, "word": " two", "probability": 0.91015625}, {"start": 998.2, "end": 998.62, "word": " neurons", "probability": 0.98583984375}, {"start": 998.62, "end": 999.88, "word": " عليين،", "probability": 0.71875}, {"start": 999.88, "end": 1000.8, "word": " ضربهم", "probability": 0.95849609375}, {"start": 1000.8, "end": 1001.86, "word": " بزيد،", "probability": 0.842529296875}, {"start": 1001.86, "end": 1002.48, "word": " بزيد،", "probability": 0.964599609375}, {"start": 1002.48, "end": 1003.18, "word": " بزيد،", "probability": 0.9384765625}, {"start": 1003.18, "end": 1003.34, "word": " طب", "probability": 0.86376953125}, {"start": 1003.34, "end": 1004.42, "word": " لأمتى؟", "probability": 0.775634765625}, {"start": 1004.42, "end": 1004.78, "word": " طيب", "probability": 0.96435546875}], "temperature": 1.0}, {"id": 44, "seek": 101984, "start": 1005.8, "end": 1019.84, "text": "كمان مشكلة تانية، نفترض إن واحد منهم أقل من التاني، واحد عالي وواحد منخفض، تمام، ضربناهم، القيمة منخفضة، صحيح، Delta W هتكون أقل من لو الأثنين العالين، لكن في النهاية هو term positive", "tokens": [24793, 7649, 37893, 28820, 3660, 6055, 7649, 10632, 12399, 8717, 5172, 2655, 43042, 36145, 36764, 24401, 9154, 16095, 5551, 4587, 1211, 9154, 16712, 7649, 1829, 12399, 36764, 24401, 6225, 6027, 1829, 4032, 14407, 24401, 9154, 9778, 5172, 11242, 12399, 46811, 10943, 12399, 48812, 25513, 8315, 16095, 12399, 25062, 32640, 3660, 9154, 9778, 5172, 11242, 3660, 12399, 20328, 5016, 1829, 5016, 12399, 18183, 343, 8032, 2655, 30544, 5551, 4587, 1211, 9154, 45164, 16247, 12984, 1863, 9957, 18863, 6027, 9957, 12399, 44381, 8978, 28239, 11296, 10632, 31439, 1433, 3353], "avg_logprob": -0.14311079917983574, "compression_ratio": 1.6808510638297873, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 1005.8, "end": 1006.12, "word": "كمان", "probability": 0.843017578125}, {"start": 1006.12, "end": 1006.48, "word": " مشكلة", "probability": 0.9627278645833334}, {"start": 1006.48, "end": 1007.46, "word": " تانية،", "probability": 0.85443115234375}, {"start": 1007.46, "end": 1007.8, "word": " نفترض", "probability": 0.963623046875}, {"start": 1007.8, "end": 1007.9, "word": " إن", "probability": 0.303955078125}, {"start": 1007.9, "end": 1008.12, "word": " واحد", "probability": 0.989990234375}, {"start": 1008.12, "end": 1008.34, "word": " منهم", "probability": 0.97998046875}, {"start": 1008.34, "end": 1008.62, "word": " أقل", "probability": 0.9619140625}, {"start": 1008.62, "end": 1008.74, "word": " من", "probability": 0.99072265625}, {"start": 1008.74, "end": 1009.84, "word": " التاني،", "probability": 0.882568359375}, {"start": 1009.84, "end": 1010.12, "word": " واحد", "probability": 0.985107421875}, {"start": 1010.12, "end": 1010.36, "word": " عالي", "probability": 0.953125}, {"start": 1010.36, "end": 1010.62, "word": " وواحد", "probability": 0.7596028645833334}, {"start": 1010.62, "end": 1011.84, "word": " منخفض،", "probability": 0.88916015625}, {"start": 1011.84, "end": 1012.54, "word": " تمام،", "probability": 0.7923177083333334}, {"start": 1012.54, "end": 1013.76, "word": " ضربناهم،", "probability": 0.877001953125}, {"start": 1013.76, "end": 1014.2, "word": " القيمة", "probability": 0.9469401041666666}, {"start": 1014.2, "end": 1014.78, "word": " منخفضة،", "probability": 0.97021484375}, {"start": 1014.78, "end": 1015.24, "word": " صحيح،", "probability": 0.869189453125}, {"start": 1015.24, "end": 1015.42, "word": " Delta", "probability": 0.4375}, {"start": 1015.42, "end": 1015.7, "word": " W", "probability": 0.767578125}, {"start": 1015.7, "end": 1016.06, "word": " هتكون", "probability": 0.9112955729166666}, {"start": 1016.06, "end": 1016.42, "word": " أقل", "probability": 0.9767252604166666}, {"start": 1016.42, "end": 1016.52, "word": " من", "probability": 0.9892578125}, {"start": 1016.52, "end": 1016.66, "word": " لو", "probability": 0.68994140625}, {"start": 1016.66, "end": 1016.96, "word": " الأثنين", "probability": 0.725830078125}, {"start": 1016.96, "end": 1017.54, "word": " العالين،", "probability": 0.857421875}, {"start": 1017.54, "end": 1017.82, "word": " لكن", "probability": 0.98779296875}, {"start": 1017.82, "end": 1018.06, "word": " في", "probability": 0.9384765625}, {"start": 1018.06, "end": 1018.44, "word": " النهاية", "probability": 0.9578450520833334}, {"start": 1018.44, "end": 1018.64, "word": " هو", "probability": 0.94287109375}, {"start": 1018.64, "end": 1019.0, "word": " term", "probability": 0.8876953125}, {"start": 1019.0, "end": 1019.84, "word": " positive", "probability": 0.87548828125}], "temperature": 1.0}, {"id": 45, "seek": 104626, "start": 1020.72, "end": 1046.26, "text": "فإذن iteration ورا التانية ورا التالتة ورا الرابع إيش بزير؟ بتزيد جاعة ال term ال term جاعة بزيد بزيد بزيد بزيد هدلته infinity إذا طول ما أنت جاعة بتعمل iterations إضافية هتزود قيمة ال delta لبلاء إمتى؟ عشانك محتاجين control على هذا الموضوع محتاجين نعمل control على الزيادة المضطردة هذه طيب عشان نعمل ال control الحقيقة", "tokens": [5172, 28814, 8848, 1863, 24784, 4032, 23557, 16712, 7649, 10632, 4032, 23557, 16712, 6027, 2655, 3660, 4032, 23557, 34892, 16758, 3615, 11933, 1829, 8592, 4724, 11622, 13546, 22807, 39894, 11622, 25708, 10874, 995, 27884, 2423, 1433, 2423, 1433, 10874, 995, 27884, 4724, 11622, 25708, 4724, 11622, 25708, 4724, 11622, 25708, 4724, 11622, 25708, 8032, 3215, 1211, 47395, 13202, 11933, 15730, 23032, 12610, 19446, 14739, 2655, 10874, 995, 27884, 39894, 25957, 1211, 36540, 11933, 11242, 31845, 10632, 8032, 2655, 11622, 23328, 12174, 32640, 3660, 2423, 8289, 5296, 36150, 16606, 11933, 2304, 49975, 22807, 6225, 8592, 7649, 4117, 3714, 33753, 26108, 9957, 1969, 15844, 23758, 9673, 2407, 11242, 45367, 3714, 33753, 26108, 9957, 8717, 25957, 1211, 1969, 15844, 6024, 110, 1829, 18513, 3660, 9673, 11242, 9566, 2288, 41891, 29538, 23032, 1829, 3555, 6225, 8592, 7649, 8717, 25957, 1211, 2423, 1969, 21542, 38436, 28671], "avg_logprob": -0.170884676907264, "compression_ratio": 1.9923664122137406, "no_speech_prob": 0.0, "words": [{"start": 1020.72, "end": 1021.3, "word": "فإذن", "probability": 0.766845703125}, {"start": 1021.3, "end": 1022.4, "word": " iteration", "probability": 0.45556640625}, {"start": 1022.4, "end": 1022.82, "word": " ورا", "probability": 0.9267578125}, {"start": 1022.82, "end": 1023.34, "word": " التانية", "probability": 0.9557291666666666}, {"start": 1023.34, "end": 1023.62, "word": " ورا", "probability": 0.91796875}, {"start": 1023.62, "end": 1024.14, "word": " التالتة", "probability": 0.9747314453125}, {"start": 1024.14, "end": 1024.48, "word": " ورا", "probability": 0.953369140625}, {"start": 1024.48, "end": 1024.86, "word": " الرابع", "probability": 0.8408203125}, {"start": 1024.86, "end": 1025.02, "word": " إيش", "probability": 0.7303466796875}, {"start": 1025.02, "end": 1026.12, "word": " بزير؟", "probability": 0.73651123046875}, {"start": 1026.12, "end": 1026.48, "word": " بتزيد", "probability": 0.9519856770833334}, {"start": 1026.48, "end": 1026.64, "word": " جاعة", "probability": 0.40771484375}, {"start": 1026.64, "end": 1026.8, "word": " ال", "probability": 0.62646484375}, {"start": 1026.8, "end": 1027.46, "word": " term", "probability": 0.77197265625}, {"start": 1027.46, "end": 1027.94, "word": " ال", "probability": 0.4072265625}, {"start": 1027.94, "end": 1028.12, "word": " term", "probability": 0.91845703125}, {"start": 1028.12, "end": 1028.3, "word": " جاعة", "probability": 0.8533528645833334}, {"start": 1028.3, "end": 1028.62, "word": " بزيد", "probability": 0.9596354166666666}, {"start": 1028.62, "end": 1028.94, "word": " بزيد", "probability": 0.8665364583333334}, {"start": 1028.94, "end": 1029.24, "word": " بزيد", "probability": 0.9627278645833334}, {"start": 1029.24, "end": 1029.52, "word": " بزيد", "probability": 0.9345703125}, {"start": 1029.52, "end": 1030.22, "word": " هدلته", "probability": 0.612091064453125}, {"start": 1030.22, "end": 1030.6, "word": " infinity", "probability": 0.728515625}, {"start": 1030.6, "end": 1030.86, "word": " إذا", "probability": 0.653564453125}, {"start": 1030.86, "end": 1031.28, "word": " طول", "probability": 0.985595703125}, {"start": 1031.28, "end": 1031.38, "word": " ما", "probability": 0.88916015625}, {"start": 1031.38, "end": 1031.52, "word": " أنت", "probability": 0.760986328125}, {"start": 1031.52, "end": 1031.7, "word": " جاعة", "probability": 0.94482421875}, {"start": 1031.7, "end": 1032.04, "word": " بتعمل", "probability": 0.9713541666666666}, {"start": 1032.04, "end": 1032.48, "word": " iterations", "probability": 0.95361328125}, {"start": 1032.48, "end": 1033.06, "word": " إضافية", "probability": 0.9898681640625}, {"start": 1033.06, "end": 1033.96, "word": " هتزود", "probability": 0.933837890625}, {"start": 1033.96, "end": 1034.34, "word": " قيمة", "probability": 0.9973958333333334}, {"start": 1034.34, "end": 1034.48, "word": " ال", "probability": 0.96728515625}, {"start": 1034.48, "end": 1034.76, "word": " delta", "probability": 0.52783203125}, {"start": 1034.76, "end": 1035.28, "word": " لبلاء", "probability": 0.8302408854166666}, {"start": 1035.28, "end": 1036.2, "word": " إمتى؟", "probability": 0.76953125}, {"start": 1036.2, "end": 1036.6, "word": " عشانك", "probability": 0.9447021484375}, {"start": 1036.6, "end": 1037.34, "word": " محتاجين", "probability": 0.9903564453125}, {"start": 1037.34, "end": 1038.34, "word": " control", "probability": 0.88916015625}, {"start": 1038.34, "end": 1038.58, "word": " على", "probability": 0.90087890625}, {"start": 1038.58, "end": 1038.8, "word": " هذا", "probability": 0.9755859375}, {"start": 1038.8, "end": 1039.18, "word": " الموضوع", "probability": 0.99853515625}, {"start": 1039.18, "end": 1039.58, "word": " محتاجين", "probability": 0.938232421875}, {"start": 1039.58, "end": 1039.8, "word": " نعمل", "probability": 0.990234375}, {"start": 1039.8, "end": 1040.36, "word": " control", "probability": 0.8876953125}, {"start": 1040.36, "end": 1041.02, "word": " على", "probability": 0.85400390625}, {"start": 1041.02, "end": 1042.98, "word": " الزيادة", "probability": 0.89375}, {"start": 1042.98, "end": 1043.72, "word": " المضطردة", "probability": 0.84609375}, {"start": 1043.72, "end": 1044.0, "word": " هذه", "probability": 0.77099609375}, {"start": 1044.0, "end": 1044.5, "word": " طيب", "probability": 0.97021484375}, {"start": 1044.5, "end": 1044.86, "word": " عشان", "probability": 0.9500325520833334}, {"start": 1044.86, "end": 1045.14, "word": " نعمل", "probability": 0.9970703125}, {"start": 1045.14, "end": 1045.26, "word": " ال", "probability": 0.9345703125}, {"start": 1045.26, "end": 1045.62, "word": " control", "probability": 0.85498046875}, {"start": 1045.62, "end": 1046.26, "word": " الحقيقة", "probability": 0.97900390625}], "temperature": 1.0}, {"id": 46, "seek": 107440, "start": 1046.96, "end": 1074.4, "text": "محتاجين حاجة اسمها forgetting factor اللي هي معامل النسيان انا مش من الصح اني دايما اضلني بس الذاكرة انه والله او احفظ انه الاتنين زيادة مع بعض بزيدوا مع بعض معناته زود فهذا ال term لحاله هيك هذا ال term تبعت ال product rule ال product rule اللي هو alpha yj في xj", "tokens": [2304, 33753, 26108, 9957, 11331, 26108, 3660, 24525, 2304, 11296, 25428, 5952, 13672, 1829, 39896, 20449, 10943, 1211, 28239, 3794, 1829, 7649, 1975, 8315, 37893, 9154, 31767, 5016, 16472, 1829, 11778, 47302, 15042, 1975, 11242, 1211, 22653, 4724, 3794, 32545, 995, 4117, 25720, 16472, 3224, 16070, 43761, 1975, 2407, 1975, 5016, 5172, 19913, 16472, 3224, 2423, 9307, 1863, 9957, 30767, 1829, 18513, 3660, 20449, 45030, 11242, 4724, 11622, 25708, 14407, 20449, 45030, 11242, 20449, 8315, 47395, 30767, 23328, 6156, 3224, 15730, 2423, 1433, 5296, 5016, 6027, 3224, 39896, 4117, 23758, 2423, 1433, 6055, 3555, 34268, 2423, 1674, 4978, 2423, 1674, 4978, 13672, 1829, 31439, 8961, 288, 73, 8978, 2031, 73], "avg_logprob": -0.16019143634014302, "compression_ratio": 1.7605042016806722, "no_speech_prob": 7.152557373046875e-07, "words": [{"start": 1046.96, "end": 1047.54, "word": "محتاجين", "probability": 0.9267578125}, {"start": 1047.54, "end": 1047.72, "word": " حاجة", "probability": 0.9698893229166666}, {"start": 1047.72, "end": 1048.08, "word": " اسمها", "probability": 0.95263671875}, {"start": 1048.08, "end": 1049.06, "word": " forgetting", "probability": 0.5849609375}, {"start": 1049.06, "end": 1050.04, "word": " factor", "probability": 0.8984375}, {"start": 1050.04, "end": 1050.5, "word": " اللي", "probability": 0.825439453125}, {"start": 1050.5, "end": 1050.82, "word": " هي", "probability": 0.91259765625}, {"start": 1050.82, "end": 1051.6, "word": " معامل", "probability": 0.93994140625}, {"start": 1051.6, "end": 1052.32, "word": " النسيان", "probability": 0.953125}, {"start": 1052.32, "end": 1052.84, "word": " انا", "probability": 0.671875}, {"start": 1052.84, "end": 1052.98, "word": " مش", "probability": 0.9853515625}, {"start": 1052.98, "end": 1053.42, "word": " من", "probability": 0.7421875}, {"start": 1053.42, "end": 1053.74, "word": " الصح", "probability": 0.984619140625}, {"start": 1053.74, "end": 1053.96, "word": " اني", "probability": 0.787353515625}, {"start": 1053.96, "end": 1054.26, "word": " دايما", "probability": 0.8707682291666666}, {"start": 1054.26, "end": 1054.92, "word": " اضلني", "probability": 0.801513671875}, {"start": 1054.92, "end": 1055.98, "word": " بس", "probability": 0.86474609375}, {"start": 1055.98, "end": 1057.12, "word": " الذاكرة", "probability": 0.9453125}, {"start": 1057.12, "end": 1057.48, "word": " انه", "probability": 0.5228271484375}, {"start": 1057.48, "end": 1057.8, "word": " والله", "probability": 0.871337890625}, {"start": 1057.8, "end": 1058.12, "word": " او", "probability": 0.7939453125}, {"start": 1058.12, "end": 1058.78, "word": " احفظ", "probability": 0.9749755859375}, {"start": 1058.78, "end": 1059.04, "word": " انه", "probability": 0.6741943359375}, {"start": 1059.04, "end": 1059.32, "word": " الاتنين", "probability": 0.812255859375}, {"start": 1059.32, "end": 1060.46, "word": " زيادة", "probability": 0.950439453125}, {"start": 1060.46, "end": 1060.6, "word": " مع", "probability": 0.814453125}, {"start": 1060.6, "end": 1060.9, "word": " بعض", "probability": 0.995849609375}, {"start": 1060.9, "end": 1061.24, "word": " بزيدوا", "probability": 0.8887939453125}, {"start": 1061.24, "end": 1061.36, "word": " مع", "probability": 0.9970703125}, {"start": 1061.36, "end": 1061.6, "word": " بعض", "probability": 0.99560546875}, {"start": 1061.6, "end": 1062.0, "word": " معناته", "probability": 0.9191080729166666}, {"start": 1062.0, "end": 1062.7, "word": " زود", "probability": 0.912841796875}, {"start": 1062.7, "end": 1063.54, "word": " فهذا", "probability": 0.89501953125}, {"start": 1063.54, "end": 1063.66, "word": " ال", "probability": 0.88232421875}, {"start": 1063.66, "end": 1063.94, "word": " term", "probability": 0.8974609375}, {"start": 1063.94, "end": 1064.86, "word": " لحاله", "probability": 0.9798583984375}, {"start": 1064.86, "end": 1065.18, "word": " هيك", "probability": 0.87109375}, {"start": 1065.18, "end": 1066.1, "word": " هذا", "probability": 0.43408203125}, {"start": 1066.1, "end": 1066.24, "word": " ال", "probability": 0.97705078125}, {"start": 1066.24, "end": 1066.38, "word": " term", "probability": 0.90234375}, {"start": 1066.38, "end": 1067.16, "word": " تبعت", "probability": 0.791015625}, {"start": 1067.16, "end": 1067.6, "word": " ال", "probability": 0.498046875}, {"start": 1067.6, "end": 1067.96, "word": " product", "probability": 0.97998046875}, {"start": 1067.96, "end": 1068.48, "word": " rule", "probability": 0.93359375}, {"start": 1068.48, "end": 1069.24, "word": " ال", "probability": 0.865234375}, {"start": 1069.24, "end": 1069.6, "word": " product", "probability": 0.86474609375}, {"start": 1069.6, "end": 1070.16, "word": " rule", "probability": 0.94287109375}, {"start": 1070.16, "end": 1070.44, "word": " اللي", "probability": 0.952880859375}, {"start": 1070.44, "end": 1070.8, "word": " هو", "probability": 0.97998046875}, {"start": 1070.8, "end": 1071.7, "word": " alpha", "probability": 0.398681640625}, {"start": 1071.7, "end": 1073.24, "word": " yj", "probability": 0.563232421875}, {"start": 1073.24, "end": 1073.64, "word": " في", "probability": 0.79638671875}, {"start": 1073.64, "end": 1074.4, "word": " xj", "probability": 0.908935546875}], "temperature": 1.0}, {"id": 47, "seek": 108409, "start": 1075.66, "end": 1084.1, "text": "كويس هذا اللي احنا اتكلمنا عنه سابقا وقلنا اه مفيد لأنه هيوضح ليه إذا كانت ال Y و X عالين", "tokens": [4117, 45865, 3794, 23758, 13672, 1829, 1975, 5016, 8315, 1975, 2655, 4117, 19528, 8315, 18871, 3224, 8608, 16758, 4587, 995, 4032, 4587, 1211, 8315, 1975, 3224, 3714, 5172, 25708, 5296, 33456, 3224, 39896, 2407, 11242, 5016, 32239, 3224, 11933, 15730, 25961, 2655, 2423, 398, 4032, 1783, 6225, 6027, 9957], "avg_logprob": -0.2603125, "compression_ratio": 1.4403669724770642, "no_speech_prob": 3.993511199951172e-06, "words": [{"start": 1075.66, "end": 1076.12, "word": "كويس", "probability": 0.7174479166666666}, {"start": 1076.12, "end": 1076.5, "word": " هذا", "probability": 0.66455078125}, {"start": 1076.5, "end": 1076.62, "word": " اللي", "probability": 0.9208984375}, {"start": 1076.62, "end": 1076.78, "word": " احنا", "probability": 0.79345703125}, {"start": 1076.78, "end": 1077.14, "word": " اتكلمنا", "probability": 0.81142578125}, {"start": 1077.14, "end": 1077.3, "word": " عنه", "probability": 0.975830078125}, {"start": 1077.3, "end": 1077.72, "word": " سابقا", "probability": 0.977783203125}, {"start": 1077.72, "end": 1078.14, "word": " وقلنا", "probability": 0.70037841796875}, {"start": 1078.14, "end": 1078.34, "word": " اه", "probability": 0.82275390625}, {"start": 1078.34, "end": 1078.7, "word": " مفيد", "probability": 0.9762369791666666}, {"start": 1078.7, "end": 1079.28, "word": " لأنه", "probability": 0.7801106770833334}, {"start": 1079.28, "end": 1080.12, "word": " هيوضح", "probability": 0.8568115234375}, {"start": 1080.12, "end": 1080.52, "word": " ليه", "probability": 0.51025390625}, {"start": 1080.52, "end": 1080.86, "word": " إذا", "probability": 0.74609375}, {"start": 1080.86, "end": 1081.22, "word": " كانت", "probability": 0.90087890625}, {"start": 1081.22, "end": 1081.3, "word": " ال", "probability": 0.9541015625}, {"start": 1081.3, "end": 1081.64, "word": " Y", "probability": 0.63134765625}, {"start": 1081.64, "end": 1082.1, "word": " و", "probability": 0.9384765625}, {"start": 1082.1, "end": 1082.98, "word": " X", "probability": 0.92431640625}, {"start": 1082.98, "end": 1084.1, "word": " عالين", "probability": 0.6271158854166666}], "temperature": 1.0}, {"id": 48, "seek": 111113, "start": 1084.93, "end": 1111.13, "text": "فمعنى ذلك أن ال term بدو يزيد ممتاز تمام بس ماقدرش أقول زي ما قلنا to infinity في حاجة اسمها معامل نسيان الأصل أنه إذا كان واحد منهم قليل الأصل أنه أجلل الموضوع معايا فإذا نقدر نقول أنه هنضيف term تاني ال term التاني هو ال forgetting factor هو ال forgetting factor مضروف في في و اللي هي تمثل ال factor هذا", "tokens": [5172, 2304, 3615, 1863, 7578, 29910, 23275, 14739, 2423, 1433, 47525, 2407, 7251, 11622, 25708, 3714, 2304, 2655, 31377, 46811, 10943, 4724, 3794, 19446, 28543, 2288, 8592, 5551, 39648, 30767, 1829, 19446, 12174, 1211, 8315, 281, 13202, 8978, 11331, 26108, 3660, 24525, 2304, 11296, 20449, 10943, 1211, 8717, 3794, 1829, 7649, 16247, 36520, 14739, 3224, 11933, 15730, 25961, 36764, 24401, 9154, 16095, 12174, 20292, 1211, 16247, 36520, 14739, 3224, 5551, 7435, 1211, 1211, 9673, 2407, 11242, 45367, 20449, 995, 25528, 6156, 28814, 15730, 8717, 28543, 2288, 8717, 39648, 14739, 3224, 8032, 1863, 11242, 33911, 1433, 6055, 7649, 1829, 2423, 1433, 16712, 7649, 1829, 31439, 2423, 25428, 5952, 31439, 2423, 25428, 5952, 3714, 11242, 32887, 5172, 8978, 8978, 4032, 13672, 1829, 39896, 46811, 12984, 1211, 2423, 5952, 23758], "avg_logprob": -0.1650390577269718, "compression_ratio": 1.8953488372093024, "no_speech_prob": 1.6689300537109375e-06, "words": [{"start": 1084.93, "end": 1085.47, "word": "فمعنى", "probability": 0.905859375}, {"start": 1085.47, "end": 1085.83, "word": " ذلك", "probability": 0.980224609375}, {"start": 1085.83, "end": 1085.99, "word": " أن", "probability": 0.546875}, {"start": 1085.99, "end": 1086.13, "word": " ال", "probability": 0.78271484375}, {"start": 1086.13, "end": 1086.25, "word": " term", "probability": 0.7958984375}, {"start": 1086.25, "end": 1086.51, "word": " بدو", "probability": 0.601806640625}, {"start": 1086.51, "end": 1086.83, "word": " يزيد", "probability": 0.9783528645833334}, {"start": 1086.83, "end": 1087.43, "word": " ممتاز", "probability": 0.80108642578125}, {"start": 1087.43, "end": 1087.81, "word": " تمام", "probability": 0.93359375}, {"start": 1087.81, "end": 1088.45, "word": " بس", "probability": 0.853515625}, {"start": 1088.45, "end": 1088.83, "word": " ماقدرش", "probability": 0.82965087890625}, {"start": 1088.83, "end": 1089.01, "word": " أقول", "probability": 0.76123046875}, {"start": 1089.01, "end": 1089.17, "word": " زي", "probability": 0.853759765625}, {"start": 1089.17, "end": 1089.23, "word": " ما", "probability": 0.9814453125}, {"start": 1089.23, "end": 1089.47, "word": " قلنا", "probability": 0.8517252604166666}, {"start": 1089.47, "end": 1089.63, "word": " to", "probability": 0.93994140625}, {"start": 1089.63, "end": 1090.05, "word": " infinity", "probability": 0.84619140625}, {"start": 1090.05, "end": 1090.47, "word": " في", "probability": 0.63232421875}, {"start": 1090.47, "end": 1090.69, "word": " حاجة", "probability": 0.9895833333333334}, {"start": 1090.69, "end": 1091.13, "word": " اسمها", "probability": 0.9095052083333334}, {"start": 1091.13, "end": 1092.03, "word": " معامل", "probability": 0.9375}, {"start": 1092.03, "end": 1093.21, "word": " نسيان", "probability": 0.9111328125}, {"start": 1093.21, "end": 1093.77, "word": " الأصل", "probability": 0.801025390625}, {"start": 1093.77, "end": 1094.53, "word": " أنه", "probability": 0.6966552734375}, {"start": 1094.53, "end": 1094.71, "word": " إذا", "probability": 0.875244140625}, {"start": 1094.71, "end": 1094.97, "word": " كان", "probability": 0.99267578125}, {"start": 1094.97, "end": 1095.21, "word": " واحد", "probability": 0.990966796875}, {"start": 1095.21, "end": 1095.55, "word": " منهم", "probability": 0.99462890625}, {"start": 1095.55, "end": 1096.35, "word": " قليل", "probability": 0.9923502604166666}, {"start": 1096.35, "end": 1096.93, "word": " الأصل", "probability": 0.6878662109375}, {"start": 1096.93, "end": 1097.15, "word": " أنه", "probability": 0.870849609375}, {"start": 1097.15, "end": 1097.61, "word": " أجلل", "probability": 0.7613525390625}, {"start": 1097.61, "end": 1098.97, "word": " الموضوع", "probability": 0.87103271484375}, {"start": 1098.97, "end": 1099.33, "word": " معايا", "probability": 0.90966796875}, {"start": 1099.33, "end": 1100.37, "word": " فإذا", "probability": 0.8619791666666666}, {"start": 1100.37, "end": 1101.03, "word": " نقدر", "probability": 0.9606119791666666}, {"start": 1101.03, "end": 1101.27, "word": " نقول", "probability": 0.94775390625}, {"start": 1101.27, "end": 1101.45, "word": " أنه", "probability": 0.739501953125}, {"start": 1101.45, "end": 1101.83, "word": " هنضيف", "probability": 0.88818359375}, {"start": 1101.83, "end": 1102.21, "word": " term", "probability": 0.9716796875}, {"start": 1102.21, "end": 1102.65, "word": " تاني", "probability": 0.9733072916666666}, {"start": 1102.65, "end": 1102.81, "word": " ال", "probability": 0.63720703125}, {"start": 1102.81, "end": 1103.01, "word": " term", "probability": 0.77197265625}, {"start": 1103.01, "end": 1103.33, "word": " التاني", "probability": 0.9729817708333334}, {"start": 1103.33, "end": 1103.69, "word": " هو", "probability": 0.990234375}, {"start": 1103.69, "end": 1104.17, "word": " ال", "probability": 0.7119140625}, {"start": 1104.17, "end": 1104.55, "word": " forgetting", "probability": 0.96875}, {"start": 1104.55, "end": 1105.53, "word": " factor", "probability": 0.92236328125}, {"start": 1105.53, "end": 1105.95, "word": " هو", "probability": 0.9580078125}, {"start": 1105.95, "end": 1106.25, "word": " ال", "probability": 0.732421875}, {"start": 1106.25, "end": 1106.61, "word": " forgetting", "probability": 0.978515625}, {"start": 1106.61, "end": 1107.11, "word": " factor", "probability": 0.93603515625}, {"start": 1107.11, "end": 1107.69, "word": " مضروف", "probability": 0.94921875}, {"start": 1107.69, "end": 1107.91, "word": " في", "probability": 0.98046875}, {"start": 1107.91, "end": 1109.11, "word": " في", "probability": 0.257568359375}, {"start": 1109.11, "end": 1109.59, "word": " و", "probability": 0.411376953125}, {"start": 1109.59, "end": 1109.71, "word": " اللي", "probability": 0.849609375}, {"start": 1109.71, "end": 1109.83, "word": " هي", "probability": 0.84765625}, {"start": 1109.83, "end": 1110.31, "word": " تمثل", "probability": 0.97802734375}, {"start": 1110.31, "end": 1110.45, "word": " ال", "probability": 0.80078125}, {"start": 1110.45, "end": 1110.77, "word": " factor", "probability": 0.94482421875}, {"start": 1110.77, "end": 1111.13, "word": " هذا", "probability": 0.76806640625}], "temperature": 1.0}, {"id": 49, "seek": 114064, "start": 1111.92, "end": 1140.64, "text": "هذه مضروبة في term Y في W بمعنى إنه قيمة ال Y عالية أو منخفضة مضروبة في قيمة ال W في قيمة W لو ال W قليلة فالأصل إنه نطرح term قليل لكن حنلاحظ شغل كتير مهمة إنه iteration ورا التانية إذا W بتزيد ال W جاهدة بتزيد كويس هيها", "tokens": [3224, 24192, 3714, 11242, 32887, 49401, 8978, 1433, 398, 8978, 343, 4724, 2304, 3615, 1863, 7578, 36145, 3224, 12174, 32640, 3660, 2423, 398, 6225, 6027, 10632, 34051, 9154, 9778, 5172, 11242, 3660, 3714, 11242, 32887, 49401, 8978, 12174, 32640, 3660, 2423, 343, 8978, 12174, 32640, 3660, 343, 45164, 2423, 343, 12174, 20292, 37977, 6156, 6027, 10721, 36520, 36145, 3224, 8717, 9566, 2288, 5016, 1433, 12174, 20292, 1211, 44381, 11331, 1863, 15040, 5016, 19913, 13412, 17082, 1211, 9122, 2655, 13546, 3714, 16095, 3660, 36145, 3224, 24784, 4032, 23557, 16712, 7649, 10632, 11933, 15730, 343, 39894, 11622, 25708, 2423, 343, 10874, 40294, 41891, 39894, 11622, 25708, 9122, 45865, 3794, 39896, 11296], "avg_logprob": -0.16960227001797068, "compression_ratio": 1.7777777777777777, "no_speech_prob": 1.1324882507324219e-06, "words": [{"start": 1111.92, "end": 1112.24, "word": "هذه", "probability": 0.839599609375}, {"start": 1112.24, "end": 1112.54, "word": " مضروبة", "probability": 0.950439453125}, {"start": 1112.54, "end": 1112.7, "word": " في", "probability": 0.98046875}, {"start": 1112.7, "end": 1113.0, "word": " term", "probability": 0.8076171875}, {"start": 1113.0, "end": 1113.64, "word": " Y", "probability": 0.333984375}, {"start": 1113.64, "end": 1114.06, "word": " في", "probability": 0.75927734375}, {"start": 1114.06, "end": 1114.54, "word": " W", "probability": 0.90625}, {"start": 1114.54, "end": 1117.78, "word": " بمعنى", "probability": 0.875927734375}, {"start": 1117.78, "end": 1118.36, "word": " إنه", "probability": 0.4444580078125}, {"start": 1118.36, "end": 1118.9, "word": " قيمة", "probability": 0.9913736979166666}, {"start": 1118.9, "end": 1119.06, "word": " ال", "probability": 0.93701171875}, {"start": 1119.06, "end": 1119.24, "word": " Y", "probability": 0.6806640625}, {"start": 1119.24, "end": 1119.98, "word": " عالية", "probability": 0.9684244791666666}, {"start": 1119.98, "end": 1120.28, "word": " أو", "probability": 0.92333984375}, {"start": 1120.28, "end": 1120.96, "word": " منخفضة", "probability": 0.96748046875}, {"start": 1120.96, "end": 1121.48, "word": " مضروبة", "probability": 0.984375}, {"start": 1121.48, "end": 1121.74, "word": " في", "probability": 0.986328125}, {"start": 1121.74, "end": 1122.26, "word": " قيمة", "probability": 0.99609375}, {"start": 1122.26, "end": 1122.42, "word": " ال", "probability": 0.92041015625}, {"start": 1122.42, "end": 1122.82, "word": " W", "probability": 0.92041015625}, {"start": 1122.82, "end": 1123.2, "word": " في", "probability": 0.5380859375}, {"start": 1123.2, "end": 1123.74, "word": " قيمة", "probability": 0.9934895833333334}, {"start": 1123.74, "end": 1124.46, "word": " W", "probability": 0.556640625}, {"start": 1124.46, "end": 1124.86, "word": " لو", "probability": 0.74267578125}, {"start": 1124.86, "end": 1125.02, "word": " ال", "probability": 0.98876953125}, {"start": 1125.02, "end": 1125.32, "word": " W", "probability": 0.87060546875}, {"start": 1125.32, "end": 1126.04, "word": " قليلة", "probability": 0.9619140625}, {"start": 1126.04, "end": 1126.74, "word": " فالأصل", "probability": 0.9122314453125}, {"start": 1126.74, "end": 1127.12, "word": " إنه", "probability": 0.6954345703125}, {"start": 1127.12, "end": 1127.8, "word": " نطرح", "probability": 0.9429931640625}, {"start": 1127.8, "end": 1128.6, "word": " term", "probability": 0.9228515625}, {"start": 1128.6, "end": 1129.32, "word": " قليل", "probability": 0.9876302083333334}, {"start": 1129.32, "end": 1129.78, "word": " لكن", "probability": 0.87841796875}, {"start": 1129.78, "end": 1130.94, "word": " حنلاحظ", "probability": 0.86767578125}, {"start": 1130.94, "end": 1131.54, "word": " شغل", "probability": 0.86328125}, {"start": 1131.54, "end": 1131.82, "word": " كتير", "probability": 0.8880208333333334}, {"start": 1131.82, "end": 1132.46, "word": " مهمة", "probability": 0.9256184895833334}, {"start": 1132.46, "end": 1133.24, "word": " إنه", "probability": 0.78125}, {"start": 1133.24, "end": 1134.2, "word": " iteration", "probability": 0.67626953125}, {"start": 1134.2, "end": 1134.5, "word": " ورا", "probability": 0.776611328125}, {"start": 1134.5, "end": 1134.92, "word": " التانية", "probability": 0.9728190104166666}, {"start": 1134.92, "end": 1135.1, "word": " إذا", "probability": 0.884765625}, {"start": 1135.1, "end": 1135.4, "word": " W", "probability": 0.703125}, {"start": 1135.4, "end": 1135.98, "word": " بتزيد", "probability": 0.9500325520833334}, {"start": 1135.98, "end": 1137.12, "word": " ال", "probability": 0.25048828125}, {"start": 1137.12, "end": 1137.4, "word": " W", "probability": 0.7978515625}, {"start": 1137.4, "end": 1137.64, "word": " جاهدة", "probability": 0.53515625}, {"start": 1137.64, "end": 1138.16, "word": " بتزيد", "probability": 0.9739583333333334}, {"start": 1138.16, "end": 1139.56, "word": " كويس", "probability": 0.9366861979166666}, {"start": 1139.56, "end": 1140.64, "word": " هيها", "probability": 0.6387939453125}], "temperature": 1.0}, {"id": 50, "seek": 117085, "start": 1141.88, "end": 1170.86, "text": "واحدة ورا التانية قاعدة بتزيد Y بتزيد فالاصل ان ال term هذا هيك بيخفف شوية من الزيادة بيحد من الزيادة بيحد من الزيادة امتى؟ لما Y و X زادوا لدرجة انه خلاص هيعدوا ال limits بتاعة القيم المقبولة ل W ل W فكأنها صارت exponential زادت زادت زادت بعدين خلاص بقت زيادة بتصير خفيفة لأنه كل حاجة بتزيد عالي انا بنقرح منها عالي", "tokens": [14407, 24401, 3660, 4032, 23557, 16712, 7649, 10632, 12174, 995, 22488, 3660, 39894, 11622, 25708, 398, 39894, 11622, 25708, 6156, 6027, 33546, 1211, 16472, 2423, 1433, 23758, 39896, 4117, 4724, 1829, 9778, 5172, 5172, 13412, 2407, 10632, 9154, 6024, 110, 1829, 18513, 3660, 4724, 1829, 24401, 9154, 6024, 110, 1829, 18513, 3660, 4724, 1829, 24401, 9154, 6024, 110, 1829, 18513, 3660, 1975, 2304, 49975, 22807, 5296, 15042, 398, 4032, 1783, 30767, 18513, 14407, 5296, 3215, 47341, 3660, 16472, 3224, 16490, 1211, 33546, 39896, 22488, 14407, 2423, 10406, 39894, 995, 27884, 25062, 32640, 9673, 4587, 3555, 12610, 3660, 5296, 343, 5296, 343, 6156, 4117, 33456, 11296, 20328, 9640, 2655, 21510, 30767, 18513, 2655, 30767, 18513, 2655, 30767, 18513, 2655, 39182, 9957, 16490, 1211, 33546, 4724, 38149, 30767, 1829, 18513, 3660, 39894, 9381, 13546, 16490, 5172, 33911, 3660, 5296, 33456, 3224, 28242, 11331, 26108, 3660, 39894, 11622, 25708, 6225, 6027, 1829, 1975, 8315, 44945, 4587, 2288, 5016, 9154, 11296, 6225, 6027, 1829], "avg_logprob": -0.14266304347826086, "compression_ratio": 1.9854014598540146, "no_speech_prob": 2.086162567138672e-06, "words": [{"start": 1141.88, "end": 1142.28, "word": "واحدة", "probability": 0.7618815104166666}, {"start": 1142.28, "end": 1142.4, "word": " ورا", "probability": 0.742431640625}, {"start": 1142.4, "end": 1142.68, "word": " التانية", "probability": 0.8837890625}, {"start": 1142.68, "end": 1142.88, "word": " قاعدة", "probability": 0.7407379150390625}, {"start": 1142.88, "end": 1143.28, "word": " بتزيد", "probability": 0.953125}, {"start": 1143.28, "end": 1144.12, "word": " Y", "probability": 0.322509765625}, {"start": 1144.12, "end": 1145.34, "word": " بتزيد", "probability": 0.9430338541666666}, {"start": 1145.34, "end": 1146.54, "word": " فالاصل", "probability": 0.76129150390625}, {"start": 1146.54, "end": 1146.64, "word": " ان", "probability": 0.47412109375}, {"start": 1146.64, "end": 1146.78, "word": " ال", "probability": 0.87890625}, {"start": 1146.78, "end": 1146.98, "word": " term", "probability": 0.85400390625}, {"start": 1146.98, "end": 1147.26, "word": " هذا", "probability": 0.5322265625}, {"start": 1147.26, "end": 1147.56, "word": " هيك", "probability": 0.9560546875}, {"start": 1147.56, "end": 1148.48, "word": " بيخفف", "probability": 0.8421875}, {"start": 1148.48, "end": 1149.02, "word": " شوية", "probability": 0.9119466145833334}, {"start": 1149.02, "end": 1149.22, "word": " من", "probability": 0.98974609375}, {"start": 1149.22, "end": 1149.64, "word": " الزيادة", "probability": 0.951953125}, {"start": 1149.64, "end": 1150.06, "word": " بيحد", "probability": 0.8701171875}, {"start": 1150.06, "end": 1150.36, "word": " من", "probability": 0.9052734375}, {"start": 1150.36, "end": 1151.02, "word": " الزيادة", "probability": 0.979296875}, {"start": 1151.02, "end": 1151.58, "word": " بيحد", "probability": 0.89453125}, {"start": 1151.58, "end": 1151.72, "word": " من", "probability": 0.9873046875}, {"start": 1151.72, "end": 1152.08, "word": " الزيادة", "probability": 0.9798828125}, {"start": 1152.08, "end": 1152.82, "word": " امتى؟", "probability": 0.75677490234375}, {"start": 1152.82, "end": 1153.1, "word": " لما", "probability": 0.9462890625}, {"start": 1153.1, "end": 1153.86, "word": " Y", "probability": 0.94580078125}, {"start": 1153.86, "end": 1154.36, "word": " و", "probability": 0.95263671875}, {"start": 1154.36, "end": 1154.68, "word": " X", "probability": 0.91748046875}, {"start": 1154.68, "end": 1155.72, "word": " زادوا", "probability": 0.9783528645833334}, {"start": 1155.72, "end": 1157.02, "word": " لدرجة", "probability": 0.98876953125}, {"start": 1157.02, "end": 1157.9, "word": " انه", "probability": 0.89111328125}, {"start": 1157.9, "end": 1158.24, "word": " خلاص", "probability": 0.9541015625}, {"start": 1158.24, "end": 1158.74, "word": " هيعدوا", "probability": 0.9099934895833334}, {"start": 1158.74, "end": 1158.84, "word": " ال", "probability": 0.93408203125}, {"start": 1158.84, "end": 1159.2, "word": " limits", "probability": 0.98046875}, {"start": 1159.2, "end": 1159.76, "word": " بتاعة", "probability": 0.90966796875}, {"start": 1159.76, "end": 1160.18, "word": " القيم", "probability": 0.906982421875}, {"start": 1160.18, "end": 1161.54, "word": " المقبولة", "probability": 0.9919921875}, {"start": 1161.54, "end": 1161.86, "word": " ل", "probability": 0.96533203125}, {"start": 1161.86, "end": 1162.44, "word": " W", "probability": 0.74658203125}, {"start": 1162.44, "end": 1162.76, "word": " ل", "probability": 0.650390625}, {"start": 1162.76, "end": 1163.06, "word": " W", "probability": 0.78857421875}, {"start": 1163.06, "end": 1163.78, "word": " فكأنها", "probability": 0.8997802734375}, {"start": 1163.78, "end": 1164.26, "word": " صارت", "probability": 0.9871419270833334}, {"start": 1164.26, "end": 1165.24, "word": " exponential", "probability": 0.86767578125}, {"start": 1165.24, "end": 1165.88, "word": " زادت", "probability": 0.9596354166666666}, {"start": 1165.88, "end": 1166.1, "word": " زادت", "probability": 0.92333984375}, {"start": 1166.1, "end": 1166.26, "word": " زادت", "probability": 0.947265625}, {"start": 1166.26, "end": 1166.52, "word": " بعدين", "probability": 0.7076416015625}, {"start": 1166.52, "end": 1166.76, "word": " خلاص", "probability": 0.9930013020833334}, {"start": 1166.76, "end": 1167.0, "word": " بقت", "probability": 0.5888671875}, {"start": 1167.0, "end": 1167.3, "word": " زيادة", "probability": 0.970703125}, {"start": 1167.3, "end": 1167.6, "word": " بتصير", "probability": 0.8914388020833334}, {"start": 1167.6, "end": 1168.16, "word": " خفيفة", "probability": 0.988037109375}, {"start": 1168.16, "end": 1168.76, "word": " لأنه", "probability": 0.6780598958333334}, {"start": 1168.76, "end": 1168.92, "word": " كل", "probability": 0.9873046875}, {"start": 1168.92, "end": 1169.18, "word": " حاجة", "probability": 0.9970703125}, {"start": 1169.18, "end": 1169.48, "word": " بتزيد", "probability": 0.9677734375}, {"start": 1169.48, "end": 1169.76, "word": " عالي", "probability": 0.9195963541666666}, {"start": 1169.76, "end": 1169.9, "word": " انا", "probability": 0.715576171875}, {"start": 1169.9, "end": 1170.28, "word": " بنقرح", "probability": 0.81768798828125}, {"start": 1170.28, "end": 1170.52, "word": " منها", "probability": 0.994384765625}, {"start": 1170.52, "end": 1170.86, "word": " عالي", "probability": 0.96728515625}], "temperature": 1.0}, {"id": 51, "seek": 120095, "start": 1171.51, "end": 1200.95, "text": "ال term هذا بده يصير بده ينطرح ال term عالي بصير لإن Y مضروبة في ال W و W زادت و W بتزيد طيب كل ما كانت منخفضة هنا منخفضة معنى ذلك إنه لأ محتاج أزود فال term ال negative بصير أقل بصير أقل هذا الكلام إنتر إذا كانوا الإتنين positive الإتنين positive لكن .. لكن إذا كان delta W .. W عالية و مافيش ارتباط بين Y و X", "tokens": [6027, 1433, 23758, 47525, 3224, 7251, 9381, 13546, 47525, 3224, 7251, 1863, 9566, 2288, 5016, 2423, 1433, 6225, 6027, 1829, 4724, 9381, 13546, 5296, 28814, 1863, 398, 3714, 11242, 32887, 49401, 8978, 2423, 343, 4032, 343, 30767, 18513, 2655, 4032, 343, 39894, 11622, 25708, 23032, 1829, 3555, 28242, 19446, 25961, 2655, 9154, 9778, 5172, 11242, 3660, 34105, 9154, 9778, 5172, 11242, 3660, 20449, 1863, 7578, 29910, 23275, 36145, 3224, 5296, 10721, 3714, 33753, 26108, 5551, 11622, 23328, 6156, 6027, 1433, 2423, 3671, 4724, 9381, 13546, 5551, 4587, 1211, 4724, 9381, 13546, 5551, 4587, 1211, 23758, 2423, 28820, 10943, 11933, 29399, 2288, 11933, 15730, 25961, 14407, 33688, 2655, 1863, 9957, 3353, 33688, 2655, 1863, 9957, 3353, 44381, 4386, 44381, 11933, 15730, 25961, 8289, 343, 4386, 343, 6225, 6027, 10632, 4032, 19446, 41185, 8592, 1975, 43500, 3555, 41193, 49374, 398, 4032, 1783], "avg_logprob": -0.21886080926191723, "compression_ratio": 1.8651685393258426, "no_speech_prob": 1.5497207641601562e-06, "words": [{"start": 1171.51, "end": 1171.71, "word": "ال", "probability": 0.8466796875}, {"start": 1171.71, "end": 1171.85, "word": " term", "probability": 0.51416015625}, {"start": 1171.85, "end": 1171.99, "word": " هذا", "probability": 0.54541015625}, {"start": 1171.99, "end": 1172.19, "word": " بده", "probability": 0.533935546875}, {"start": 1172.19, "end": 1172.35, "word": " يصير", "probability": 0.7916666666666666}, {"start": 1172.35, "end": 1172.55, "word": " بده", "probability": 0.67138671875}, {"start": 1172.55, "end": 1172.91, "word": " ينطرح", "probability": 0.90869140625}, {"start": 1172.91, "end": 1173.13, "word": " ال", "probability": 0.89306640625}, {"start": 1173.13, "end": 1173.33, "word": " term", "probability": 0.94189453125}, {"start": 1173.33, "end": 1173.63, "word": " عالي", "probability": 0.9339192708333334}, {"start": 1173.63, "end": 1173.93, "word": " بصير", "probability": 0.8240559895833334}, {"start": 1173.93, "end": 1174.17, "word": " لإن", "probability": 0.8011067708333334}, {"start": 1174.17, "end": 1174.53, "word": " Y", "probability": 0.269287109375}, {"start": 1174.53, "end": 1175.33, "word": " مضروبة", "probability": 0.935791015625}, {"start": 1175.33, "end": 1175.45, "word": " في", "probability": 0.9794921875}, {"start": 1175.45, "end": 1175.51, "word": " ال", "probability": 0.32666015625}, {"start": 1175.51, "end": 1175.69, "word": " W", "probability": 0.62255859375}, {"start": 1175.69, "end": 1175.85, "word": " و", "probability": 0.34375}, {"start": 1175.85, "end": 1176.07, "word": " W", "probability": 0.6962890625}, {"start": 1176.07, "end": 1176.99, "word": " زادت", "probability": 0.9534505208333334}, {"start": 1176.99, "end": 1178.31, "word": " و", "probability": 0.60791015625}, {"start": 1178.31, "end": 1178.47, "word": " W", "probability": 0.31982421875}, {"start": 1178.47, "end": 1178.99, "word": " بتزيد", "probability": 0.9278971354166666}, {"start": 1178.99, "end": 1179.41, "word": " طيب", "probability": 0.93603515625}, {"start": 1179.41, "end": 1179.79, "word": " كل", "probability": 0.609375}, {"start": 1179.79, "end": 1179.91, "word": " ما", "probability": 0.9345703125}, {"start": 1179.91, "end": 1180.17, "word": " كانت", "probability": 0.983154296875}, {"start": 1180.17, "end": 1181.09, "word": " منخفضة", "probability": 0.9705078125}, {"start": 1181.09, "end": 1182.57, "word": " هنا", "probability": 0.9560546875}, {"start": 1182.57, "end": 1183.43, "word": " منخفضة", "probability": 0.97021484375}, {"start": 1183.43, "end": 1183.91, "word": " معنى", "probability": 0.7532552083333334}, {"start": 1183.91, "end": 1184.17, "word": " ذلك", "probability": 0.98974609375}, {"start": 1184.17, "end": 1184.41, "word": " إنه", "probability": 0.6480712890625}, {"start": 1184.41, "end": 1184.63, "word": " لأ", "probability": 0.97314453125}, {"start": 1184.63, "end": 1185.45, "word": " محتاج", "probability": 0.9796549479166666}, {"start": 1185.45, "end": 1185.97, "word": " أزود", "probability": 0.9122721354166666}, {"start": 1185.97, "end": 1186.37, "word": " فال", "probability": 0.7509765625}, {"start": 1186.37, "end": 1186.63, "word": " term", "probability": 0.92578125}, {"start": 1186.63, "end": 1186.81, "word": " ال", "probability": 0.62646484375}, {"start": 1186.81, "end": 1187.31, "word": " negative", "probability": 0.9150390625}, {"start": 1187.31, "end": 1187.81, "word": " بصير", "probability": 0.9484049479166666}, {"start": 1187.81, "end": 1188.61, "word": " أقل", "probability": 0.9645182291666666}, {"start": 1188.61, "end": 1189.09, "word": " بصير", "probability": 0.8681640625}, {"start": 1189.09, "end": 1189.59, "word": " أقل", "probability": 0.9881184895833334}, {"start": 1189.59, "end": 1189.83, "word": " هذا", "probability": 0.87744140625}, {"start": 1189.83, "end": 1190.09, "word": " الكلام", "probability": 0.9786783854166666}, {"start": 1190.09, "end": 1190.47, "word": " إنتر", "probability": 0.5712890625}, {"start": 1190.47, "end": 1190.75, "word": " إذا", "probability": 0.6768798828125}, {"start": 1190.75, "end": 1190.99, "word": " كانوا", "probability": 0.95751953125}, {"start": 1190.99, "end": 1191.29, "word": " الإتنين", "probability": 0.72613525390625}, {"start": 1191.29, "end": 1191.99, "word": " positive", "probability": 0.8876953125}, {"start": 1191.99, "end": 1192.69, "word": " الإتنين", "probability": 0.84814453125}, {"start": 1192.69, "end": 1193.11, "word": " positive", "probability": 0.90185546875}, {"start": 1193.11, "end": 1193.79, "word": " لكن", "probability": 0.9462890625}, {"start": 1193.79, "end": 1194.27, "word": " ..", "probability": 0.3876953125}, {"start": 1194.27, "end": 1194.63, "word": " لكن", "probability": 0.94189453125}, {"start": 1194.63, "end": 1195.17, "word": " إذا", "probability": 0.935791015625}, {"start": 1195.17, "end": 1195.43, "word": " كان", "probability": 0.9970703125}, {"start": 1195.43, "end": 1195.89, "word": " delta", "probability": 0.26904296875}, {"start": 1195.89, "end": 1197.21, "word": " W", "probability": 0.517578125}, {"start": 1197.21, "end": 1197.47, "word": " ..", "probability": 0.5498046875}, {"start": 1197.47, "end": 1197.77, "word": " W", "probability": 0.83837890625}, {"start": 1197.77, "end": 1198.39, "word": " عالية", "probability": 0.9814453125}, {"start": 1198.39, "end": 1198.89, "word": " و", "probability": 0.9931640625}, {"start": 1198.89, "end": 1199.19, "word": " مافيش", "probability": 0.8318684895833334}, {"start": 1199.19, "end": 1199.65, "word": " ارتباط", "probability": 0.8895263671875}, {"start": 1199.65, "end": 1199.85, "word": " بين", "probability": 0.93359375}, {"start": 1199.85, "end": 1200.15, "word": " Y", "probability": 0.83154296875}, {"start": 1200.15, "end": 1200.57, "word": " و", "probability": 0.98291015625}, {"start": 1200.57, "end": 1200.95, "word": " X", "probability": 0.93408203125}], "temperature": 1.0}, {"id": 52, "seek": 121575, "start": 1201.75, "end": 1215.75, "text": "Y و X مافيش الارتباط بينهم فإذا واحد منهم منخفض في واحد منهم منخفض أكيد المنخفض هدا إذا كانت Y فمعنى ذلك أن ال term هدا هينخفض ال term الأول هينزل", "tokens": [56, 4032, 1783, 19446, 41185, 8592, 2423, 9640, 2655, 3555, 41193, 49374, 16095, 6156, 28814, 15730, 36764, 24401, 9154, 16095, 9154, 9778, 5172, 11242, 8978, 36764, 24401, 9154, 16095, 9154, 9778, 5172, 11242, 5551, 4117, 25708, 9673, 1863, 9778, 5172, 11242, 8032, 28259, 11933, 15730, 25961, 2655, 398, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 14739, 2423, 1433, 8032, 28259, 39896, 1863, 9778, 5172, 11242, 2423, 1433, 16247, 12610, 39896, 1863, 11622, 1211], "avg_logprob": -0.18454392052985527, "compression_ratio": 1.7310344827586206, "no_speech_prob": 8.940696716308594e-06, "words": [{"start": 1201.75, "end": 1202.03, "word": "Y", "probability": 0.437744140625}, {"start": 1202.03, "end": 1202.15, "word": " و", "probability": 0.57470703125}, {"start": 1202.15, "end": 1202.41, "word": " X", "probability": 0.9326171875}, {"start": 1202.41, "end": 1202.93, "word": " مافيش", "probability": 0.7703450520833334}, {"start": 1202.93, "end": 1203.45, "word": " الارتباط", "probability": 0.8322265625}, {"start": 1203.45, "end": 1203.91, "word": " بينهم", "probability": 0.968994140625}, {"start": 1203.91, "end": 1204.35, "word": " فإذا", "probability": 0.8512369791666666}, {"start": 1204.35, "end": 1204.63, "word": " واحد", "probability": 0.984375}, {"start": 1204.63, "end": 1204.87, "word": " منهم", "probability": 0.986572265625}, {"start": 1204.87, "end": 1205.39, "word": " منخفض", "probability": 0.9305419921875}, {"start": 1205.39, "end": 1206.11, "word": " في", "probability": 0.2401123046875}, {"start": 1206.11, "end": 1206.39, "word": " واحد", "probability": 0.975830078125}, {"start": 1206.39, "end": 1206.65, "word": " منهم", "probability": 0.982421875}, {"start": 1206.65, "end": 1207.17, "word": " منخفض", "probability": 0.9864501953125}, {"start": 1207.17, "end": 1208.07, "word": " أكيد", "probability": 0.8723958333333334}, {"start": 1208.07, "end": 1209.83, "word": " المنخفض", "probability": 0.90458984375}, {"start": 1209.83, "end": 1210.07, "word": " هدا", "probability": 0.3455810546875}, {"start": 1210.07, "end": 1210.27, "word": " إذا", "probability": 0.892578125}, {"start": 1210.27, "end": 1210.57, "word": " كانت", "probability": 0.90185546875}, {"start": 1210.57, "end": 1210.85, "word": " Y", "probability": 0.92041015625}, {"start": 1210.85, "end": 1211.39, "word": " فمعنى", "probability": 0.9017578125}, {"start": 1211.39, "end": 1211.95, "word": " ذلك", "probability": 0.9921875}, {"start": 1211.95, "end": 1212.09, "word": " أن", "probability": 0.66259765625}, {"start": 1212.09, "end": 1212.21, "word": " ال", "probability": 0.7421875}, {"start": 1212.21, "end": 1212.35, "word": " term", "probability": 0.88427734375}, {"start": 1212.35, "end": 1212.51, "word": " هدا", "probability": 0.8037109375}, {"start": 1212.51, "end": 1213.23, "word": " هينخفض", "probability": 0.878271484375}, {"start": 1213.23, "end": 1213.99, "word": " ال", "probability": 0.8642578125}, {"start": 1213.99, "end": 1214.17, "word": " term", "probability": 0.93701171875}, {"start": 1214.17, "end": 1214.67, "word": " الأول", "probability": 0.97216796875}, {"start": 1214.67, "end": 1215.75, "word": " هينزل", "probability": 0.937255859375}], "temperature": 1.0}, {"id": 53, "seek": 124348, "start": 1217.28, "end": 1243.48, "text": "هينزل كويسة مدام نزل معناه ذلك انه و delta و w هذه عالية نفترض initialي بدأت عالية فإذا ال term هذا أقل من ال term التاني معناه ذلك انه delta بال negative فبصير بجلل في ال delta في ال w بتصير نجلل هيك في قيمة w لأن ال delta بال negative لما أروح أجمعها مع ال w نفسها هتجل قيمة w هتجل قيمة w تمام", "tokens": [3224, 9957, 11622, 1211, 9122, 45865, 3794, 3660, 3714, 3215, 10943, 8717, 11622, 1211, 20449, 8315, 3224, 29910, 23275, 16472, 3224, 4032, 8289, 4032, 261, 29538, 6225, 6027, 10632, 8717, 5172, 2655, 43042, 5883, 1829, 47525, 10721, 2655, 6225, 6027, 10632, 6156, 28814, 15730, 2423, 1433, 23758, 5551, 4587, 1211, 9154, 2423, 1433, 16712, 7649, 1829, 20449, 8315, 3224, 29910, 23275, 16472, 3224, 8289, 20666, 3671, 6156, 3555, 9381, 13546, 4724, 7435, 1211, 1211, 8978, 2423, 8289, 8978, 2423, 261, 39894, 9381, 13546, 8717, 7435, 1211, 1211, 39896, 4117, 8978, 12174, 32640, 3660, 261, 5296, 33456, 2423, 8289, 20666, 3671, 5296, 15042, 5551, 32887, 5016, 5551, 7435, 2304, 3615, 11296, 20449, 2423, 261, 8717, 36178, 11296, 8032, 2655, 7435, 1211, 12174, 32640, 3660, 261, 8032, 2655, 7435, 1211, 12174, 32640, 3660, 261, 46811, 10943], "avg_logprob": -0.17789351520714936, "compression_ratio": 1.9705882352941178, "no_speech_prob": 1.6093254089355469e-06, "words": [{"start": 1217.28, "end": 1217.96, "word": "هينزل", "probability": 0.912353515625}, {"start": 1217.96, "end": 1218.64, "word": " كويسة", "probability": 0.72601318359375}, {"start": 1218.64, "end": 1218.9, "word": " مدام", "probability": 0.6813151041666666}, {"start": 1218.9, "end": 1219.42, "word": " نزل", "probability": 0.99267578125}, {"start": 1219.42, "end": 1219.96, "word": " معناه", "probability": 0.8274739583333334}, {"start": 1219.96, "end": 1220.22, "word": " ذلك", "probability": 0.969970703125}, {"start": 1220.22, "end": 1220.7, "word": " انه", "probability": 0.712158203125}, {"start": 1220.7, "end": 1221.22, "word": " و", "probability": 0.7978515625}, {"start": 1221.22, "end": 1221.5, "word": " delta", "probability": 0.3447265625}, {"start": 1221.5, "end": 1221.68, "word": " و", "probability": 0.734375}, {"start": 1221.68, "end": 1222.04, "word": " w", "probability": 0.3828125}, {"start": 1222.04, "end": 1222.44, "word": " هذه", "probability": 0.6826171875}, {"start": 1222.44, "end": 1223.06, "word": " عالية", "probability": 0.9615885416666666}, {"start": 1223.06, "end": 1223.46, "word": " نفترض", "probability": 0.9412841796875}, {"start": 1223.46, "end": 1224.0, "word": " initialي", "probability": 0.5184326171875}, {"start": 1224.0, "end": 1224.32, "word": " بدأت", "probability": 0.9827473958333334}, {"start": 1224.32, "end": 1224.74, "word": " عالية", "probability": 0.99169921875}, {"start": 1224.74, "end": 1225.48, "word": " فإذا", "probability": 0.8033854166666666}, {"start": 1225.48, "end": 1226.02, "word": " ال", "probability": 0.9404296875}, {"start": 1226.02, "end": 1226.32, "word": " term", "probability": 0.93017578125}, {"start": 1226.32, "end": 1226.64, "word": " هذا", "probability": 0.58447265625}, {"start": 1226.64, "end": 1227.2, "word": " أقل", "probability": 0.8916015625}, {"start": 1227.2, "end": 1227.38, "word": " من", "probability": 0.9931640625}, {"start": 1227.38, "end": 1227.54, "word": " ال", "probability": 0.97021484375}, {"start": 1227.54, "end": 1227.74, "word": " term", "probability": 0.912109375}, {"start": 1227.74, "end": 1228.36, "word": " التاني", "probability": 0.970703125}, {"start": 1228.36, "end": 1228.92, "word": " معناه", "probability": 0.9749348958333334}, {"start": 1228.92, "end": 1229.12, "word": " ذلك", "probability": 0.976806640625}, {"start": 1229.12, "end": 1229.32, "word": " انه", "probability": 0.73876953125}, {"start": 1229.32, "end": 1229.66, "word": " delta", "probability": 0.8076171875}, {"start": 1229.66, "end": 1229.88, "word": " بال", "probability": 0.96923828125}, {"start": 1229.88, "end": 1230.28, "word": " negative", "probability": 0.80615234375}, {"start": 1230.28, "end": 1230.96, "word": " فبصير", "probability": 0.959716796875}, {"start": 1230.96, "end": 1231.48, "word": " بجلل", "probability": 0.977294921875}, {"start": 1231.48, "end": 1231.6, "word": " في", "probability": 0.955078125}, {"start": 1231.6, "end": 1231.72, "word": " ال", "probability": 0.923828125}, {"start": 1231.72, "end": 1231.94, "word": " delta", "probability": 0.455078125}, {"start": 1231.94, "end": 1232.1, "word": " في", "probability": 0.58740234375}, {"start": 1232.1, "end": 1232.22, "word": " ال", "probability": 0.484375}, {"start": 1232.22, "end": 1232.52, "word": " w", "probability": 0.64111328125}, {"start": 1232.52, "end": 1233.74, "word": " بتصير", "probability": 0.722412109375}, {"start": 1233.74, "end": 1234.14, "word": " نجلل", "probability": 0.93994140625}, {"start": 1234.14, "end": 1234.26, "word": " هيك", "probability": 0.936767578125}, {"start": 1234.26, "end": 1234.38, "word": " في", "probability": 0.9794921875}, {"start": 1234.38, "end": 1234.72, "word": " قيمة", "probability": 0.9921875}, {"start": 1234.72, "end": 1235.0, "word": " w", "probability": 0.8037109375}, {"start": 1235.0, "end": 1235.24, "word": " لأن", "probability": 0.76708984375}, {"start": 1235.24, "end": 1235.38, "word": " ال", "probability": 0.52685546875}, {"start": 1235.38, "end": 1235.62, "word": " delta", "probability": 0.9453125}, {"start": 1235.62, "end": 1235.8, "word": " بال", "probability": 0.9755859375}, {"start": 1235.8, "end": 1236.32, "word": " negative", "probability": 0.9521484375}, {"start": 1236.32, "end": 1236.9, "word": " لما", "probability": 0.93896484375}, {"start": 1236.9, "end": 1237.08, "word": " أروح", "probability": 0.7880859375}, {"start": 1237.08, "end": 1237.46, "word": " أجمعها", "probability": 0.9287109375}, {"start": 1237.46, "end": 1237.64, "word": " مع", "probability": 0.98828125}, {"start": 1237.64, "end": 1238.22, "word": " ال", "probability": 0.9921875}, {"start": 1238.22, "end": 1238.56, "word": " w", "probability": 0.6259765625}, {"start": 1238.56, "end": 1239.8, "word": " نفسها", "probability": 0.9970703125}, {"start": 1239.8, "end": 1240.28, "word": " هتجل", "probability": 0.790771484375}, {"start": 1240.28, "end": 1240.58, "word": " قيمة", "probability": 0.986328125}, {"start": 1240.58, "end": 1240.9, "word": " w", "probability": 0.90283203125}, {"start": 1240.9, "end": 1241.42, "word": " هتجل", "probability": 0.81170654296875}, {"start": 1241.42, "end": 1242.2, "word": " قيمة", "probability": 0.9949544270833334}, {"start": 1242.2, "end": 1242.9, "word": " w", "probability": 0.81982421875}, {"start": 1242.9, "end": 1243.48, "word": " تمام", "probability": 0.986083984375}], "temperature": 1.0}, {"id": 54, "seek": 126543, "start": 1244.65, "end": 1265.43, "text": "في الآخر لو كانت X هي المنخفضة و Y عالية X منخفضة فمعناه ذلك أنه برضه ال term هذا هيكون أقل بكتير من ال term التاني وهذا هيؤدى أنه delta W بتجل أو بال negative بال negative لأن ال term التاني أكبر بصير", "tokens": [41185, 6024, 95, 34740, 45164, 25961, 2655, 1783, 39896, 9673, 1863, 9778, 5172, 11242, 3660, 4032, 398, 6225, 6027, 10632, 1783, 9154, 9778, 5172, 11242, 3660, 6156, 2304, 3615, 8315, 3224, 29910, 23275, 14739, 3224, 4724, 43042, 3224, 2423, 1433, 23758, 39896, 30544, 5551, 4587, 1211, 4724, 4117, 2655, 13546, 9154, 2423, 1433, 16712, 7649, 1829, 37037, 15730, 39896, 33604, 3215, 7578, 14739, 3224, 8289, 343, 39894, 7435, 1211, 34051, 20666, 3671, 20666, 3671, 5296, 33456, 2423, 1433, 16712, 7649, 1829, 5551, 4117, 26890, 4724, 9381, 13546], "avg_logprob": -0.21626420454545456, "compression_ratio": 1.7650273224043715, "no_speech_prob": 1.6093254089355469e-06, "words": [{"start": 1244.65, "end": 1245.23, "word": "في", "probability": 0.6767578125}, {"start": 1245.23, "end": 1245.61, "word": " الآخر", "probability": 0.90087890625}, {"start": 1245.61, "end": 1245.85, "word": " لو", "probability": 0.76513671875}, {"start": 1245.85, "end": 1246.23, "word": " كانت", "probability": 0.927978515625}, {"start": 1246.23, "end": 1246.47, "word": " X", "probability": 0.488525390625}, {"start": 1246.47, "end": 1246.69, "word": " هي", "probability": 0.927734375}, {"start": 1246.69, "end": 1248.17, "word": " المنخفضة", "probability": 0.8984375}, {"start": 1248.17, "end": 1248.45, "word": " و", "probability": 0.8935546875}, {"start": 1248.45, "end": 1248.63, "word": " Y", "probability": 0.71435546875}, {"start": 1248.63, "end": 1249.11, "word": " عالية", "probability": 0.8636067708333334}, {"start": 1249.11, "end": 1249.61, "word": " X", "probability": 0.277587890625}, {"start": 1249.61, "end": 1250.37, "word": " منخفضة", "probability": 0.9662109375}, {"start": 1250.37, "end": 1251.11, "word": " فمعناه", "probability": 0.7888671875}, {"start": 1251.11, "end": 1251.27, "word": " ذلك", "probability": 0.96630859375}, {"start": 1251.27, "end": 1251.47, "word": " أنه", "probability": 0.482421875}, {"start": 1251.47, "end": 1251.69, "word": " برضه", "probability": 0.7720540364583334}, {"start": 1251.69, "end": 1251.81, "word": " ال", "probability": 0.69677734375}, {"start": 1251.81, "end": 1251.99, "word": " term", "probability": 0.912109375}, {"start": 1251.99, "end": 1252.23, "word": " هذا", "probability": 0.6240234375}, {"start": 1252.23, "end": 1252.57, "word": " هيكون", "probability": 0.760009765625}, {"start": 1252.57, "end": 1252.95, "word": " أقل", "probability": 0.9334309895833334}, {"start": 1252.95, "end": 1253.29, "word": " بكتير", "probability": 0.924072265625}, {"start": 1253.29, "end": 1253.43, "word": " من", "probability": 0.99169921875}, {"start": 1253.43, "end": 1253.55, "word": " ال", "probability": 0.96630859375}, {"start": 1253.55, "end": 1253.75, "word": " term", "probability": 0.85009765625}, {"start": 1253.75, "end": 1254.27, "word": " التاني", "probability": 0.9523111979166666}, {"start": 1254.27, "end": 1255.53, "word": " وهذا", "probability": 0.850341796875}, {"start": 1255.53, "end": 1256.65, "word": " هيؤدى", "probability": 0.789306640625}, {"start": 1256.65, "end": 1257.33, "word": " أنه", "probability": 0.485595703125}, {"start": 1257.33, "end": 1258.99, "word": " delta", "probability": 0.43212890625}, {"start": 1258.99, "end": 1259.49, "word": " W", "probability": 0.8046875}, {"start": 1259.49, "end": 1261.27, "word": " بتجل", "probability": 0.8548177083333334}, {"start": 1261.27, "end": 1261.67, "word": " أو", "probability": 0.796875}, {"start": 1261.67, "end": 1262.03, "word": " بال", "probability": 0.95849609375}, {"start": 1262.03, "end": 1262.53, "word": " negative", "probability": 0.857421875}, {"start": 1262.53, "end": 1263.61, "word": " بال", "probability": 0.2841796875}, {"start": 1263.61, "end": 1263.95, "word": " negative", "probability": 0.90283203125}, {"start": 1263.95, "end": 1264.17, "word": " لأن", "probability": 0.84619140625}, {"start": 1264.17, "end": 1264.27, "word": " ال", "probability": 0.9111328125}, {"start": 1264.27, "end": 1264.45, "word": " term", "probability": 0.91015625}, {"start": 1264.45, "end": 1264.75, "word": " التاني", "probability": 0.9703776041666666}, {"start": 1264.75, "end": 1265.05, "word": " أكبر", "probability": 0.9736328125}, {"start": 1265.05, "end": 1265.43, "word": " بصير", "probability": 0.8610026041666666}], "temperature": 1.0}, {"id": 55, "seek": 129363, "start": 1266.25, "end": 1293.63, "text": "term التاني بيصبح أكبر فهنا الحقيقة المعادلة هذه اقدرنا نقول انه اعملنا limitation لمعدل الزيادة اعملنا limitation وهذه من الأشياء المهمة جدا ضروري جدا زي ما في ال memory فيه برضه ال forgetting زي ما في الذاكرة او الاستذكار او التذكر فيه برضه النسيان والاتنين الحقيقة مهمين الذاكرة ان انا دلني متذاكر كل شيء هذا مش حقيقة صحي كتير", "tokens": [7039, 16712, 7649, 1829, 4724, 1829, 9381, 49628, 5551, 4117, 26890, 6156, 3224, 8315, 21542, 38436, 28671, 9673, 3615, 18513, 37977, 29538, 1975, 28543, 2288, 8315, 8717, 39648, 16472, 3224, 1975, 25957, 1211, 8315, 27432, 32767, 22488, 1211, 6024, 110, 1829, 18513, 3660, 1975, 25957, 1211, 8315, 27432, 37037, 24192, 9154, 16247, 8592, 1829, 16606, 9673, 16095, 3660, 10874, 28259, 48812, 2288, 13063, 1829, 10874, 28259, 30767, 1829, 19446, 8978, 2423, 4675, 8978, 3224, 4724, 43042, 3224, 2423, 25428, 30767, 1829, 19446, 8978, 32545, 995, 4117, 25720, 1975, 2407, 42963, 14851, 8848, 4117, 9640, 1975, 2407, 16712, 8848, 37983, 8978, 3224, 4724, 43042, 3224, 28239, 3794, 1829, 7649, 16070, 9307, 1863, 9957, 21542, 38436, 28671, 3714, 16095, 9957, 32545, 995, 4117, 25720, 16472, 1975, 8315, 11778, 1211, 22653, 44650, 15730, 37983, 28242, 44049, 38207, 23758, 37893, 11331, 38436, 28671, 20328, 5016, 1829, 9122, 2655, 13546], "avg_logprob": -0.15068493834505342, "compression_ratio": 2.007168458781362, "no_speech_prob": 1.1742115020751953e-05, "words": [{"start": 1266.25, "end": 1266.53, "word": "term", "probability": 0.3115234375}, {"start": 1266.53, "end": 1267.01, "word": " التاني", "probability": 0.9187825520833334}, {"start": 1267.01, "end": 1267.65, "word": " بيصبح", "probability": 0.920166015625}, {"start": 1267.65, "end": 1267.95, "word": " أكبر", "probability": 0.8948567708333334}, {"start": 1267.95, "end": 1268.51, "word": " فهنا", "probability": 0.8468424479166666}, {"start": 1268.51, "end": 1269.39, "word": " الحقيقة", "probability": 0.9890950520833334}, {"start": 1269.39, "end": 1269.87, "word": " المعادلة", "probability": 0.9781494140625}, {"start": 1269.87, "end": 1270.25, "word": " هذه", "probability": 0.78125}, {"start": 1270.25, "end": 1270.89, "word": " اقدرنا", "probability": 0.7850341796875}, {"start": 1270.89, "end": 1271.13, "word": " نقول", "probability": 0.970458984375}, {"start": 1271.13, "end": 1271.45, "word": " انه", "probability": 0.794189453125}, {"start": 1271.45, "end": 1271.81, "word": " اعملنا", "probability": 0.882080078125}, {"start": 1271.81, "end": 1272.47, "word": " limitation", "probability": 0.75048828125}, {"start": 1272.47, "end": 1274.19, "word": " لمعدل", "probability": 0.74609375}, {"start": 1274.19, "end": 1274.93, "word": " الزيادة", "probability": 0.95380859375}, {"start": 1274.93, "end": 1275.51, "word": " اعملنا", "probability": 0.9056396484375}, {"start": 1275.51, "end": 1275.97, "word": " limitation", "probability": 0.849609375}, {"start": 1275.97, "end": 1276.67, "word": " وهذه", "probability": 0.756103515625}, {"start": 1276.67, "end": 1277.09, "word": " من", "probability": 0.9765625}, {"start": 1277.09, "end": 1277.45, "word": " الأشياء", "probability": 0.9854736328125}, {"start": 1277.45, "end": 1277.93, "word": " المهمة", "probability": 0.9705403645833334}, {"start": 1277.93, "end": 1278.13, "word": " جدا", "probability": 0.84130859375}, {"start": 1278.13, "end": 1278.49, "word": " ضروري", "probability": 0.888916015625}, {"start": 1278.49, "end": 1278.67, "word": " جدا", "probability": 0.993896484375}, {"start": 1278.67, "end": 1278.85, "word": " زي", "probability": 0.958984375}, {"start": 1278.85, "end": 1278.95, "word": " ما", "probability": 0.96630859375}, {"start": 1278.95, "end": 1279.13, "word": " في", "probability": 0.947265625}, {"start": 1279.13, "end": 1279.81, "word": " ال", "probability": 0.724609375}, {"start": 1279.81, "end": 1280.35, "word": " memory", "probability": 0.90673828125}, {"start": 1280.35, "end": 1281.37, "word": " فيه", "probability": 0.84912109375}, {"start": 1281.37, "end": 1281.59, "word": " برضه", "probability": 0.9685872395833334}, {"start": 1281.59, "end": 1281.73, "word": " ال", "probability": 0.79052734375}, {"start": 1281.73, "end": 1282.13, "word": " forgetting", "probability": 0.955078125}, {"start": 1282.13, "end": 1282.75, "word": " زي", "probability": 0.965576171875}, {"start": 1282.75, "end": 1282.85, "word": " ما", "probability": 0.98583984375}, {"start": 1282.85, "end": 1283.05, "word": " في", "probability": 0.96923828125}, {"start": 1283.05, "end": 1283.81, "word": " الذاكرة", "probability": 0.9481201171875}, {"start": 1283.81, "end": 1284.03, "word": " او", "probability": 0.815673828125}, {"start": 1284.03, "end": 1284.81, "word": " الاستذكار", "probability": 0.93935546875}, {"start": 1284.81, "end": 1285.37, "word": " او", "probability": 0.914306640625}, {"start": 1285.37, "end": 1285.95, "word": " التذكر", "probability": 0.9733072916666666}, {"start": 1285.95, "end": 1286.29, "word": " فيه", "probability": 0.936767578125}, {"start": 1286.29, "end": 1286.51, "word": " برضه", "probability": 0.9850260416666666}, {"start": 1286.51, "end": 1287.39, "word": " النسيان", "probability": 0.8917236328125}, {"start": 1287.39, "end": 1287.87, "word": " والاتنين", "probability": 0.79364013671875}, {"start": 1287.87, "end": 1288.29, "word": " الحقيقة", "probability": 0.9720052083333334}, {"start": 1288.29, "end": 1288.87, "word": " مهمين", "probability": 0.99365234375}, {"start": 1288.87, "end": 1290.17, "word": " الذاكرة", "probability": 0.9185791015625}, {"start": 1290.17, "end": 1290.29, "word": " ان", "probability": 0.63818359375}, {"start": 1290.29, "end": 1290.35, "word": " انا", "probability": 0.6826171875}, {"start": 1290.35, "end": 1290.51, "word": " دلني", "probability": 0.6165364583333334}, {"start": 1290.51, "end": 1290.91, "word": " متذاكر", "probability": 0.778076171875}, {"start": 1290.91, "end": 1291.09, "word": " كل", "probability": 0.97900390625}, {"start": 1291.09, "end": 1291.25, "word": " شيء", "probability": 0.82177734375}, {"start": 1291.25, "end": 1291.37, "word": " هذا", "probability": 0.39501953125}, {"start": 1291.37, "end": 1291.63, "word": " مش", "probability": 0.9462890625}, {"start": 1291.63, "end": 1292.53, "word": " حقيقة", "probability": 0.7476399739583334}, {"start": 1292.53, "end": 1292.93, "word": " صحي", "probability": 0.8570963541666666}, {"start": 1292.93, "end": 1293.63, "word": " كتير", "probability": 0.801513671875}], "temperature": 1.0}, {"id": 56, "seek": 131559, "start": 1294.41, "end": 1315.59, "text": "حتى بين البشر، كتير كويس إن يكون فيه معامل نسيان بالحقيقة طيب بالنسبة لـ Phi الحقيقة ال forgetting factor هذه بنقدر نقول إن هي قيمة بين الصفر والواحد زيها زي ال alpha ال alpha برضه ال learning rate أخدناها من المحاضرات السابقة برضه كنا دايما بنقول إن هي typically 0.1", "tokens": [33753, 7578, 49374, 29739, 46309, 12399, 9122, 2655, 13546, 9122, 45865, 3794, 36145, 7251, 30544, 8978, 3224, 20449, 10943, 1211, 8717, 3794, 1829, 7649, 20666, 5016, 38436, 28671, 23032, 1829, 3555, 20666, 1863, 35457, 3660, 5296, 39184, 41435, 21542, 38436, 28671, 2423, 25428, 5952, 29538, 44945, 28543, 2288, 8717, 39648, 36145, 39896, 12174, 32640, 3660, 49374, 31767, 5172, 2288, 16070, 14407, 24401, 30767, 1829, 11296, 30767, 1829, 2423, 8961, 2423, 8961, 4724, 43042, 3224, 2423, 2539, 3314, 5551, 9778, 3215, 8315, 11296, 9154, 9673, 5016, 46958, 2288, 9307, 21136, 16758, 28671, 4724, 43042, 3224, 9122, 8315, 11778, 47302, 15042, 44945, 39648, 36145, 39896, 5850, 1958, 13, 16], "avg_logprob": -0.18041087521447075, "compression_ratio": 1.6744186046511629, "no_speech_prob": 4.291534423828125e-06, "words": [{"start": 1294.41, "end": 1294.93, "word": "حتى", "probability": 0.9248046875}, {"start": 1294.93, "end": 1295.39, "word": " بين", "probability": 0.58984375}, {"start": 1295.39, "end": 1296.15, "word": " البشر،", "probability": 0.7605794270833334}, {"start": 1296.15, "end": 1296.41, "word": " كتير", "probability": 0.8756510416666666}, {"start": 1296.41, "end": 1296.69, "word": " كويس", "probability": 0.9527994791666666}, {"start": 1296.69, "end": 1296.79, "word": " إن", "probability": 0.370361328125}, {"start": 1296.79, "end": 1297.03, "word": " يكون", "probability": 0.9345703125}, {"start": 1297.03, "end": 1297.43, "word": " فيه", "probability": 0.8603515625}, {"start": 1297.43, "end": 1298.09, "word": " معامل", "probability": 0.9763997395833334}, {"start": 1298.09, "end": 1298.51, "word": " نسيان", "probability": 0.984130859375}, {"start": 1298.51, "end": 1299.17, "word": " بالحقيقة", "probability": 0.83740234375}, {"start": 1299.17, "end": 1299.93, "word": " طيب", "probability": 0.8045247395833334}, {"start": 1299.93, "end": 1301.05, "word": " بالنسبة", "probability": 0.8680419921875}, {"start": 1301.05, "end": 1301.51, "word": " لـ", "probability": 0.6396484375}, {"start": 1301.51, "end": 1302.05, "word": " Phi", "probability": 0.2349853515625}, {"start": 1302.05, "end": 1302.93, "word": " الحقيقة", "probability": 0.8896484375}, {"start": 1302.93, "end": 1303.03, "word": " ال", "probability": 0.83837890625}, {"start": 1303.03, "end": 1303.31, "word": " forgetting", "probability": 0.66943359375}, {"start": 1303.31, "end": 1303.95, "word": " factor", "probability": 0.90234375}, {"start": 1303.95, "end": 1304.39, "word": " هذه", "probability": 0.50732421875}, {"start": 1304.39, "end": 1304.75, "word": " بنقدر", "probability": 0.8089192708333334}, {"start": 1304.75, "end": 1304.95, "word": " نقول", "probability": 0.985595703125}, {"start": 1304.95, "end": 1305.05, "word": " إن", "probability": 0.8017578125}, {"start": 1305.05, "end": 1305.21, "word": " هي", "probability": 0.736328125}, {"start": 1305.21, "end": 1305.75, "word": " قيمة", "probability": 0.9915364583333334}, {"start": 1305.75, "end": 1306.19, "word": " بين", "probability": 0.98876953125}, {"start": 1306.19, "end": 1306.67, "word": " الصفر", "probability": 0.8919270833333334}, {"start": 1306.67, "end": 1307.27, "word": " والواحد", "probability": 0.8717447916666666}, {"start": 1307.27, "end": 1307.97, "word": " زيها", "probability": 0.9488932291666666}, {"start": 1307.97, "end": 1308.21, "word": " زي", "probability": 0.9853515625}, {"start": 1308.21, "end": 1308.45, "word": " ال", "probability": 0.88720703125}, {"start": 1308.45, "end": 1308.75, "word": " alpha", "probability": 0.36328125}, {"start": 1308.75, "end": 1309.13, "word": " ال", "probability": 0.8154296875}, {"start": 1309.13, "end": 1309.33, "word": " alpha", "probability": 0.9072265625}, {"start": 1309.33, "end": 1309.57, "word": " برضه", "probability": 0.9083658854166666}, {"start": 1309.57, "end": 1309.67, "word": " ال", "probability": 0.47119140625}, {"start": 1309.67, "end": 1309.91, "word": " learning", "probability": 0.95556640625}, {"start": 1309.91, "end": 1310.13, "word": " rate", "probability": 0.96826171875}, {"start": 1310.13, "end": 1310.61, "word": " أخدناها", "probability": 0.9232421875}, {"start": 1310.61, "end": 1310.77, "word": " من", "probability": 0.99267578125}, {"start": 1310.77, "end": 1311.31, "word": " المحاضرات", "probability": 0.8990234375}, {"start": 1311.31, "end": 1311.83, "word": " السابقة", "probability": 0.9957682291666666}, {"start": 1311.83, "end": 1312.79, "word": " برضه", "probability": 0.8815104166666666}, {"start": 1312.79, "end": 1313.21, "word": " كنا", "probability": 0.98583984375}, {"start": 1313.21, "end": 1313.45, "word": " دايما", "probability": 0.86181640625}, {"start": 1313.45, "end": 1313.81, "word": " بنقول", "probability": 0.7034912109375}, {"start": 1313.81, "end": 1313.93, "word": " إن", "probability": 0.9267578125}, {"start": 1313.93, "end": 1314.05, "word": " هي", "probability": 0.88916015625}, {"start": 1314.05, "end": 1314.49, "word": " typically", "probability": 0.65576171875}, {"start": 1314.49, "end": 1314.99, "word": " 0", "probability": 0.64599609375}, {"start": 1314.99, "end": 1315.59, "word": ".1", "probability": 0.99072265625}], "temperature": 1.0}, {"id": 57, "seek": 134044, "start": 1316.38, "end": 1340.44, "text": "كانت 0.1 فهنا برضه typical بهذا الشكل لكن بدنا نقول إنه في ممكن يكون في نسبة بينهم نقول إنه في بينهم نسبة واحد أكبر من التاني خمس أضعاف عادة يعني التجربة هيك بتقول أن يكون واحد منهم أكبر من التاني حوالي خمس أضعاف زي ما هنشوف المعادلات اللي في ال algorithm الخاص فيها فنبدأ نشوف ال algorithm الآن نراجع", "tokens": [41361, 2655, 1958, 13, 16, 6156, 3224, 8315, 4724, 43042, 3224, 7476, 39627, 15730, 25124, 28820, 44381, 47525, 8315, 8717, 39648, 36145, 3224, 8978, 3714, 43020, 7251, 30544, 8978, 8717, 35457, 3660, 49374, 16095, 8717, 39648, 36145, 3224, 8978, 49374, 16095, 8717, 35457, 3660, 36764, 24401, 5551, 4117, 26890, 9154, 16712, 7649, 1829, 16490, 2304, 3794, 5551, 11242, 3615, 31845, 6225, 18513, 3660, 37495, 22653, 16712, 7435, 25513, 3660, 39896, 4117, 39894, 39648, 14739, 7251, 30544, 36764, 24401, 9154, 16095, 5551, 4117, 26890, 9154, 16712, 7649, 1829, 11331, 2407, 6027, 1829, 16490, 2304, 3794, 5551, 11242, 3615, 31845, 30767, 1829, 19446, 8032, 1863, 8592, 38688, 9673, 3615, 18513, 1211, 9307, 13672, 1829, 8978, 2423, 9284, 33962, 33546, 8978, 11296, 6156, 1863, 44510, 10721, 8717, 8592, 38688, 2423, 9284, 6024, 48506, 8717, 2288, 26108, 3615], "avg_logprob": -0.10115740619323872, "compression_ratio": 2.007782101167315, "no_speech_prob": 2.682209014892578e-06, "words": [{"start": 1316.38, "end": 1316.74, "word": "كانت", "probability": 0.888671875}, {"start": 1316.74, "end": 1316.88, "word": " 0", "probability": 0.475341796875}, {"start": 1316.88, "end": 1317.32, "word": ".1", "probability": 0.985107421875}, {"start": 1317.32, "end": 1317.8, "word": " فهنا", "probability": 0.79150390625}, {"start": 1317.8, "end": 1318.04, "word": " برضه", "probability": 0.9480794270833334}, {"start": 1318.04, "end": 1318.32, "word": " typical", "probability": 0.505859375}, {"start": 1318.32, "end": 1318.66, "word": " بهذا", "probability": 0.7100830078125}, {"start": 1318.66, "end": 1319.02, "word": " الشكل", "probability": 0.99462890625}, {"start": 1319.02, "end": 1319.84, "word": " لكن", "probability": 0.8828125}, {"start": 1319.84, "end": 1320.48, "word": " بدنا", "probability": 0.896728515625}, {"start": 1320.48, "end": 1320.7, "word": " نقول", "probability": 0.988037109375}, {"start": 1320.7, "end": 1320.96, "word": " إنه", "probability": 0.58447265625}, {"start": 1320.96, "end": 1321.12, "word": " في", "probability": 0.8798828125}, {"start": 1321.12, "end": 1322.12, "word": " ممكن", "probability": 0.826171875}, {"start": 1322.12, "end": 1322.42, "word": " يكون", "probability": 0.993408203125}, {"start": 1322.42, "end": 1322.58, "word": " في", "probability": 0.8173828125}, {"start": 1322.58, "end": 1323.28, "word": " نسبة", "probability": 0.9757486979166666}, {"start": 1323.28, "end": 1324.46, "word": " بينهم", "probability": 0.985107421875}, {"start": 1324.46, "end": 1324.92, "word": " نقول", "probability": 0.80029296875}, {"start": 1324.92, "end": 1325.16, "word": " إنه", "probability": 0.93896484375}, {"start": 1325.16, "end": 1325.26, "word": " في", "probability": 0.96533203125}, {"start": 1325.26, "end": 1325.68, "word": " بينهم", "probability": 0.988525390625}, {"start": 1325.68, "end": 1326.48, "word": " نسبة", "probability": 0.9925130208333334}, {"start": 1326.48, "end": 1326.92, "word": " واحد", "probability": 0.97021484375}, {"start": 1326.92, "end": 1327.24, "word": " أكبر", "probability": 0.92236328125}, {"start": 1327.24, "end": 1327.38, "word": " من", "probability": 0.99365234375}, {"start": 1327.38, "end": 1327.72, "word": " التاني", "probability": 0.8929036458333334}, {"start": 1327.72, "end": 1328.1, "word": " خمس", "probability": 0.9835611979166666}, {"start": 1328.1, "end": 1328.64, "word": " أضعاف", "probability": 0.9818115234375}, {"start": 1328.64, "end": 1329.12, "word": " عادة", "probability": 0.9786783854166666}, {"start": 1329.12, "end": 1329.44, "word": " يعني", "probability": 0.934814453125}, {"start": 1329.44, "end": 1330.68, "word": " التجربة", "probability": 0.9576416015625}, {"start": 1330.68, "end": 1330.84, "word": " هيك", "probability": 0.92333984375}, {"start": 1330.84, "end": 1331.26, "word": " بتقول", "probability": 0.97705078125}, {"start": 1331.26, "end": 1332.28, "word": " أن", "probability": 0.463623046875}, {"start": 1332.28, "end": 1332.46, "word": " يكون", "probability": 0.989013671875}, {"start": 1332.46, "end": 1332.7, "word": " واحد", "probability": 0.9873046875}, {"start": 1332.7, "end": 1333.04, "word": " منهم", "probability": 0.993408203125}, {"start": 1333.04, "end": 1333.88, "word": " أكبر", "probability": 0.9715169270833334}, {"start": 1333.88, "end": 1334.02, "word": " من", "probability": 0.994140625}, {"start": 1334.02, "end": 1334.28, "word": " التاني", "probability": 0.9521484375}, {"start": 1334.28, "end": 1334.58, "word": " حوالي", "probability": 0.96533203125}, {"start": 1334.58, "end": 1334.82, "word": " خمس", "probability": 0.9912109375}, {"start": 1334.82, "end": 1335.16, "word": " أضعاف", "probability": 0.989501953125}, {"start": 1335.16, "end": 1335.32, "word": " زي", "probability": 0.98193359375}, {"start": 1335.32, "end": 1335.4, "word": " ما", "probability": 0.9794921875}, {"start": 1335.4, "end": 1335.68, "word": " هنشوف", "probability": 0.9351806640625}, {"start": 1335.68, "end": 1336.26, "word": " المعادلات", "probability": 0.923046875}, {"start": 1336.26, "end": 1336.38, "word": " اللي", "probability": 0.92431640625}, {"start": 1336.38, "end": 1336.44, "word": " في", "probability": 0.9580078125}, {"start": 1336.44, "end": 1336.54, "word": " ال", "probability": 0.94091796875}, {"start": 1336.54, "end": 1336.9, "word": " algorithm", "probability": 0.8974609375}, {"start": 1336.9, "end": 1338.18, "word": " الخاص", "probability": 0.817138671875}, {"start": 1338.18, "end": 1338.4, "word": " فيها", "probability": 0.89501953125}, {"start": 1338.4, "end": 1338.82, "word": " فنبدأ", "probability": 0.966552734375}, {"start": 1338.82, "end": 1339.08, "word": " نشوف", "probability": 0.9723307291666666}, {"start": 1339.08, "end": 1339.2, "word": " ال", "probability": 0.93359375}, {"start": 1339.2, "end": 1339.52, "word": " algorithm", "probability": 0.94775390625}, {"start": 1339.52, "end": 1339.84, "word": " الآن", "probability": 0.6622314453125}, {"start": 1339.84, "end": 1340.44, "word": " نراجع", "probability": 0.848388671875}], "temperature": 1.0}, {"id": 58, "seek": 135952, "start": 1341.22, "end": 1359.52, "text": "القلية، افهمنا المفهوم، يعني افهمنا أفكار، أنه هبب كيف فكر in neurons وكل ما بيصير excitation للاتنين مع بعض أو واحدة بتعمل excitation للتانية، بمعنى أن هذي I كل ما كانت عالية، هذي بتصير عالية، فإذا ال connection between them عالي", "tokens": [6027, 4587, 1211, 10632, 12399, 1975, 5172, 16095, 8315, 9673, 5172, 3224, 20498, 12399, 37495, 22653, 1975, 5172, 16095, 8315, 5551, 5172, 4117, 9640, 12399, 14739, 3224, 8032, 3555, 3555, 9122, 33911, 6156, 37983, 294, 22027, 4032, 28820, 19446, 4724, 1829, 9381, 13546, 1624, 4614, 24976, 9307, 1863, 9957, 20449, 45030, 11242, 34051, 36764, 24401, 3660, 39894, 25957, 1211, 1624, 4614, 24976, 2655, 7649, 10632, 12399, 4724, 2304, 3615, 1863, 7578, 14739, 8032, 8848, 1829, 286, 28242, 19446, 25961, 2655, 6225, 6027, 10632, 12399, 8032, 8848, 1829, 39894, 9381, 13546, 6225, 6027, 10632, 12399, 6156, 28814, 15730, 2423, 4984, 1296, 552, 6225, 6027, 1829], "avg_logprob": -0.21964285373687745, "compression_ratio": 1.6849315068493151, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 1341.22, "end": 1341.94, "word": "القلية،", "probability": 0.556494140625}, {"start": 1341.94, "end": 1342.32, "word": " افهمنا", "probability": 0.8839111328125}, {"start": 1342.32, "end": 1343.18, "word": " المفهوم،", "probability": 0.9578125}, {"start": 1343.18, "end": 1343.3, "word": " يعني", "probability": 0.88134765625}, {"start": 1343.3, "end": 1343.76, "word": " افهمنا", "probability": 0.9442138671875}, {"start": 1343.76, "end": 1345.08, "word": " أفكار،", "probability": 0.862109375}, {"start": 1345.08, "end": 1345.62, "word": " أنه", "probability": 0.67626953125}, {"start": 1345.62, "end": 1346.48, "word": " هبب", "probability": 0.4451904296875}, {"start": 1346.48, "end": 1346.7, "word": " كيف", "probability": 0.951171875}, {"start": 1346.7, "end": 1347.08, "word": " فكر", "probability": 0.954833984375}, {"start": 1347.08, "end": 1348.6, "word": " in", "probability": 0.3876953125}, {"start": 1348.6, "end": 1349.06, "word": " neurons", "probability": 0.9443359375}, {"start": 1349.06, "end": 1350.06, "word": " وكل", "probability": 0.6806640625}, {"start": 1350.06, "end": 1350.28, "word": " ما", "probability": 0.9638671875}, {"start": 1350.28, "end": 1350.78, "word": " بيصير", "probability": 0.9052734375}, {"start": 1350.78, "end": 1351.4, "word": " excitation", "probability": 0.72119140625}, {"start": 1351.4, "end": 1351.76, "word": " للاتنين", "probability": 0.74920654296875}, {"start": 1351.76, "end": 1351.9, "word": " مع", "probability": 0.9921875}, {"start": 1351.9, "end": 1352.28, "word": " بعض", "probability": 0.994873046875}, {"start": 1352.28, "end": 1352.68, "word": " أو", "probability": 0.89990234375}, {"start": 1352.68, "end": 1352.92, "word": " واحدة", "probability": 0.98291015625}, {"start": 1352.92, "end": 1353.14, "word": " بتعمل", "probability": 0.97998046875}, {"start": 1353.14, "end": 1353.56, "word": " excitation", "probability": 0.89208984375}, {"start": 1353.56, "end": 1354.34, "word": " للتانية،", "probability": 0.91787109375}, {"start": 1354.34, "end": 1354.64, "word": " بمعنى", "probability": 0.9673828125}, {"start": 1354.64, "end": 1354.76, "word": " أن", "probability": 0.4599609375}, {"start": 1354.76, "end": 1355.12, "word": " هذي", "probability": 0.4254557291666667}, {"start": 1355.12, "end": 1355.36, "word": " I", "probability": 0.61279296875}, {"start": 1355.36, "end": 1355.62, "word": " كل", "probability": 0.953125}, {"start": 1355.62, "end": 1355.74, "word": " ما", "probability": 0.95068359375}, {"start": 1355.74, "end": 1356.04, "word": " كانت", "probability": 0.983154296875}, {"start": 1356.04, "end": 1356.28, "word": " عالية،", "probability": 0.84234619140625}, {"start": 1356.28, "end": 1356.38, "word": " هذي", "probability": 0.85791015625}, {"start": 1356.38, "end": 1356.76, "word": " بتصير", "probability": 0.8570963541666666}, {"start": 1356.76, "end": 1357.44, "word": " عالية،", "probability": 0.981201171875}, {"start": 1357.44, "end": 1357.6, "word": " فإذا", "probability": 0.7705078125}, {"start": 1357.6, "end": 1357.7, "word": " ال", "probability": 0.9638671875}, {"start": 1357.7, "end": 1357.98, "word": " connection", "probability": 0.87109375}, {"start": 1357.98, "end": 1358.22, "word": " between", "probability": 0.95458984375}, {"start": 1358.22, "end": 1358.58, "word": " them", "probability": 0.94287109375}, {"start": 1358.58, "end": 1359.52, "word": " عالي", "probability": 0.9256184895833334}], "temperature": 1.0}, {"id": 59, "seek": 138763, "start": 1360.11, "end": 1387.63, "text": "منطقي روحنا أخذنا هذا الكلام هندسيا أو رياضيا و ترجمناه رياضيا و بعدين حددنا كيف أنا بدي أحسب ال function اللي بتربط ليهم مع بعض عشان أقدر من خلالها أحسب delta w ونجحنا كأفكار الآن بدنا نحط ال algorithm ال algorithm هنبدأ بشكل أساسي في الhibian learning algorithm بال step number one اللي هي ال initialization و ال initialization بحط كل ال synaptic weights من صفر", "tokens": [2304, 1863, 9566, 38436, 12602, 2407, 5016, 8315, 5551, 9778, 8848, 8315, 23758, 2423, 28820, 10943, 8032, 41260, 3794, 25528, 34051, 12602, 1829, 46958, 25528, 4032, 6055, 47341, 2304, 8315, 3224, 12602, 1829, 46958, 25528, 4032, 39182, 9957, 11331, 3215, 3215, 8315, 9122, 33911, 41850, 4724, 16254, 5551, 5016, 35457, 2423, 2445, 13672, 1829, 39894, 25513, 9566, 32239, 16095, 20449, 45030, 11242, 6225, 8592, 7649, 5551, 28543, 2288, 9154, 16490, 1211, 6027, 11296, 5551, 5016, 35457, 8289, 261, 4032, 1863, 7435, 5016, 8315, 9122, 10721, 5172, 4117, 9640, 6024, 48506, 47525, 8315, 8717, 5016, 9566, 2423, 9284, 2423, 9284, 8032, 1863, 44510, 10721, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 8978, 2423, 5455, 952, 2539, 9284, 20666, 1823, 1230, 472, 13672, 1829, 39896, 2423, 5883, 2144, 4032, 2423, 5883, 2144, 4724, 5016, 9566, 28242, 2423, 5451, 2796, 299, 17443, 9154, 20328, 5172, 2288], "avg_logprob": -0.17708332950456274, "compression_ratio": 1.8092105263157894, "no_speech_prob": 1.341104507446289e-05, "words": [{"start": 1360.11, "end": 1360.67, "word": "منطقي", "probability": 0.77313232421875}, {"start": 1360.67, "end": 1361.19, "word": " روحنا", "probability": 0.74383544921875}, {"start": 1361.19, "end": 1361.47, "word": " أخذنا", "probability": 0.8095703125}, {"start": 1361.47, "end": 1361.59, "word": " هذا", "probability": 0.82861328125}, {"start": 1361.59, "end": 1361.89, "word": " الكلام", "probability": 0.9749348958333334}, {"start": 1361.89, "end": 1362.37, "word": " هندسيا", "probability": 0.97509765625}, {"start": 1362.37, "end": 1362.59, "word": " أو", "probability": 0.6513671875}, {"start": 1362.59, "end": 1363.13, "word": " رياضيا", "probability": 0.97998046875}, {"start": 1363.13, "end": 1363.65, "word": " و", "probability": 0.4013671875}, {"start": 1363.65, "end": 1364.91, "word": " ترجمناه", "probability": 0.908203125}, {"start": 1364.91, "end": 1365.43, "word": " رياضيا", "probability": 0.9791259765625}, {"start": 1365.43, "end": 1365.75, "word": " و", "probability": 0.7138671875}, {"start": 1365.75, "end": 1366.15, "word": " بعدين", "probability": 0.969970703125}, {"start": 1366.15, "end": 1366.97, "word": " حددنا", "probability": 0.98291015625}, {"start": 1366.97, "end": 1367.17, "word": " كيف", "probability": 0.98046875}, {"start": 1367.17, "end": 1367.27, "word": " أنا", "probability": 0.51416015625}, {"start": 1367.27, "end": 1367.51, "word": " بدي", "probability": 0.785400390625}, {"start": 1367.51, "end": 1367.97, "word": " أحسب", "probability": 0.9344075520833334}, {"start": 1367.97, "end": 1368.53, "word": " ال", "probability": 0.978515625}, {"start": 1368.53, "end": 1368.91, "word": " function", "probability": 0.77685546875}, {"start": 1368.91, "end": 1369.09, "word": " اللي", "probability": 0.914794921875}, {"start": 1369.09, "end": 1369.39, "word": " بتربط", "probability": 0.7572428385416666}, {"start": 1369.39, "end": 1369.67, "word": " ليهم", "probability": 0.59228515625}, {"start": 1369.67, "end": 1369.83, "word": " مع", "probability": 0.99072265625}, {"start": 1369.83, "end": 1370.07, "word": " بعض", "probability": 0.994140625}, {"start": 1370.07, "end": 1370.29, "word": " عشان", "probability": 0.9793294270833334}, {"start": 1370.29, "end": 1370.61, "word": " أقدر", "probability": 0.9241536458333334}, {"start": 1370.61, "end": 1370.75, "word": " من", "probability": 0.99560546875}, {"start": 1370.75, "end": 1371.07, "word": " خلالها", "probability": 0.9852294921875}, {"start": 1371.07, "end": 1371.43, "word": " أحسب", "probability": 0.9666341145833334}, {"start": 1371.43, "end": 1372.27, "word": " delta", "probability": 0.482177734375}, {"start": 1372.27, "end": 1373.09, "word": " w", "probability": 0.4794921875}, {"start": 1373.09, "end": 1374.13, "word": " ونجحنا", "probability": 0.88701171875}, {"start": 1374.13, "end": 1374.91, "word": " كأفكار", "probability": 0.88310546875}, {"start": 1374.91, "end": 1375.15, "word": " الآن", "probability": 0.56048583984375}, {"start": 1375.15, "end": 1375.35, "word": " بدنا", "probability": 0.81640625}, {"start": 1375.35, "end": 1375.59, "word": " نحط", "probability": 0.9755859375}, {"start": 1375.59, "end": 1375.71, "word": " ال", "probability": 0.951171875}, {"start": 1375.71, "end": 1376.11, "word": " algorithm", "probability": 0.9541015625}, {"start": 1376.11, "end": 1376.47, "word": " ال", "probability": 0.72021484375}, {"start": 1376.47, "end": 1376.77, "word": " algorithm", "probability": 0.9619140625}, {"start": 1376.77, "end": 1377.35, "word": " هنبدأ", "probability": 0.9525146484375}, {"start": 1377.35, "end": 1377.71, "word": " بشكل", "probability": 0.93212890625}, {"start": 1377.71, "end": 1378.23, "word": " أساسي", "probability": 0.966796875}, {"start": 1378.23, "end": 1378.65, "word": " في", "probability": 0.93212890625}, {"start": 1378.65, "end": 1379.07, "word": " الhibian", "probability": 0.567840576171875}, {"start": 1379.07, "end": 1379.51, "word": " learning", "probability": 0.92822265625}, {"start": 1379.51, "end": 1380.27, "word": " algorithm", "probability": 0.91845703125}, {"start": 1380.27, "end": 1380.79, "word": " بال", "probability": 0.91650390625}, {"start": 1380.79, "end": 1381.03, "word": " step", "probability": 0.88916015625}, {"start": 1381.03, "end": 1381.25, "word": " number", "probability": 0.939453125}, {"start": 1381.25, "end": 1381.45, "word": " one", "probability": 0.814453125}, {"start": 1381.45, "end": 1381.55, "word": " اللي", "probability": 0.88623046875}, {"start": 1381.55, "end": 1381.67, "word": " هي", "probability": 0.837890625}, {"start": 1381.67, "end": 1381.77, "word": " ال", "probability": 0.783203125}, {"start": 1381.77, "end": 1382.65, "word": " initialization", "probability": 0.890380859375}, {"start": 1382.65, "end": 1383.01, "word": " و", "probability": 0.498779296875}, {"start": 1383.01, "end": 1383.09, "word": " ال", "probability": 0.8115234375}, {"start": 1383.09, "end": 1384.23, "word": " initialization", "probability": 0.94091796875}, {"start": 1384.23, "end": 1384.59, "word": " بحط", "probability": 0.97509765625}, {"start": 1384.59, "end": 1384.93, "word": " كل", "probability": 0.98681640625}, {"start": 1384.93, "end": 1385.09, "word": " ال", "probability": 0.90283203125}, {"start": 1385.09, "end": 1385.63, "word": " synaptic", "probability": 0.8064778645833334}, {"start": 1385.63, "end": 1386.27, "word": " weights", "probability": 0.6728515625}, {"start": 1386.27, "end": 1387.05, "word": " من", "probability": 0.990234375}, {"start": 1387.05, "end": 1387.63, "word": " صفر", "probability": 0.93212890625}], "temperature": 1.0}, {"id": 60, "seek": 140262, "start": 1388.34, "end": 1402.62, "text": "لواحد قيم من zero to one و بنبدأ نشتغل عليها عشان ان هي initial values بعدين بنعمل عملية activation ايش هي ال activation activation بكل بساطة بدنا نجيب قيمة ال Y بس مش اكتر انا عندى شبكة neural network", "tokens": [1211, 14407, 24401, 12174, 32640, 9154, 4018, 281, 472, 4032, 44945, 44510, 10721, 8717, 8592, 2655, 17082, 1211, 25894, 11296, 6225, 8592, 7649, 16472, 39896, 5883, 4190, 39182, 9957, 44945, 25957, 1211, 6225, 42213, 10632, 24433, 1975, 1829, 8592, 39896, 2423, 24433, 24433, 4724, 28820, 4724, 3794, 41193, 3660, 47525, 8315, 8717, 7435, 1829, 3555, 12174, 32640, 3660, 2423, 398, 4724, 3794, 37893, 1975, 4117, 2655, 2288, 1975, 8315, 43242, 7578, 13412, 3555, 4117, 3660, 18161, 3209], "avg_logprob": -0.19431089705381638, "compression_ratio": 1.4974874371859297, "no_speech_prob": 2.2649765014648438e-06, "words": [{"start": 1388.34, "end": 1389.02, "word": "لواحد", "probability": 0.8123372395833334}, {"start": 1389.02, "end": 1389.5, "word": " قيم", "probability": 0.848876953125}, {"start": 1389.5, "end": 1389.68, "word": " من", "probability": 0.91552734375}, {"start": 1389.68, "end": 1389.96, "word": " zero", "probability": 0.2152099609375}, {"start": 1389.96, "end": 1390.44, "word": " to", "probability": 0.91796875}, {"start": 1390.44, "end": 1390.68, "word": " one", "probability": 0.93994140625}, {"start": 1390.68, "end": 1391.14, "word": " و", "probability": 0.7294921875}, {"start": 1391.14, "end": 1391.62, "word": " بنبدأ", "probability": 0.7142740885416666}, {"start": 1391.62, "end": 1391.98, "word": " نشتغل", "probability": 0.973828125}, {"start": 1391.98, "end": 1392.34, "word": " عليها", "probability": 0.99169921875}, {"start": 1392.34, "end": 1392.66, "word": " عشان", "probability": 0.90478515625}, {"start": 1392.66, "end": 1392.78, "word": " ان", "probability": 0.61376953125}, {"start": 1392.78, "end": 1392.96, "word": " هي", "probability": 0.61767578125}, {"start": 1392.96, "end": 1393.36, "word": " initial", "probability": 0.85009765625}, {"start": 1393.36, "end": 1393.84, "word": " values", "probability": 0.8994140625}, {"start": 1393.84, "end": 1394.38, "word": " بعدين", "probability": 0.74658203125}, {"start": 1394.38, "end": 1394.64, "word": " بنعمل", "probability": 0.95166015625}, {"start": 1394.64, "end": 1394.88, "word": " عملية", "probability": 0.9816080729166666}, {"start": 1394.88, "end": 1395.48, "word": " activation", "probability": 0.98388671875}, {"start": 1395.48, "end": 1395.8, "word": " ايش", "probability": 0.6556396484375}, {"start": 1395.8, "end": 1395.9, "word": " هي", "probability": 0.9384765625}, {"start": 1395.9, "end": 1395.96, "word": " ال", "probability": 0.84912109375}, {"start": 1395.96, "end": 1396.32, "word": " activation", "probability": 0.97900390625}, {"start": 1396.32, "end": 1396.78, "word": " activation", "probability": 0.2205810546875}, {"start": 1396.78, "end": 1397.16, "word": " بكل", "probability": 0.96337890625}, {"start": 1397.16, "end": 1397.66, "word": " بساطة", "probability": 0.98583984375}, {"start": 1397.66, "end": 1398.14, "word": " بدنا", "probability": 0.868896484375}, {"start": 1398.14, "end": 1398.38, "word": " نجيب", "probability": 0.9736328125}, {"start": 1398.38, "end": 1398.68, "word": " قيمة", "probability": 0.99560546875}, {"start": 1398.68, "end": 1398.8, "word": " ال", "probability": 0.955078125}, {"start": 1398.8, "end": 1399.0, "word": " Y", "probability": 0.5400390625}, {"start": 1399.0, "end": 1399.52, "word": " بس", "probability": 0.9609375}, {"start": 1399.52, "end": 1399.66, "word": " مش", "probability": 0.98974609375}, {"start": 1399.66, "end": 1400.44, "word": " اكتر", "probability": 0.8651123046875}, {"start": 1400.44, "end": 1400.74, "word": " انا", "probability": 0.772705078125}, {"start": 1400.74, "end": 1401.32, "word": " عندى", "probability": 0.5908203125}, {"start": 1401.32, "end": 1401.84, "word": " شبكة", "probability": 0.9625244140625}, {"start": 1401.84, "end": 1402.04, "word": " neural", "probability": 0.91259765625}, {"start": 1402.04, "end": 1402.62, "word": " network", "probability": 0.947265625}], "temperature": 1.0}, {"id": 61, "seek": 143551, "start": 1406.41, "end": 1435.51, "text": "هيها كاملة full neural network بدنا نكمل ال neural network دي بالشكل الأساسي هنا عندي Y و هنا عندي ال Xات خلاص بنعطي قيمة ال input عشان ناخد قيمة ال output قيمة ال outputs جبنا ال outputs اللي هي ال Y's اللي هي قيم Y's هاي Y اللي هي زي ما احنا عارفين عبارة عن summation", "tokens": [3224, 1829, 11296, 9122, 10943, 37977, 1577, 18161, 3209, 47525, 8315, 8717, 24793, 1211, 2423, 18161, 3209, 11778, 1829, 20666, 8592, 28820, 16247, 3794, 32277, 1829, 34105, 18871, 16254, 398, 4032, 34105, 18871, 16254, 2423, 1783, 9307, 16490, 1211, 33546, 44945, 3615, 9566, 1829, 12174, 32640, 3660, 2423, 4846, 6225, 8592, 7649, 8717, 47283, 3215, 12174, 32640, 3660, 2423, 5598, 12174, 32640, 3660, 2423, 23930, 10874, 3555, 8315, 2423, 23930, 13672, 1829, 39896, 2423, 398, 311, 13672, 1829, 39896, 12174, 32640, 398, 311, 8032, 47302, 398, 13672, 1829, 39896, 30767, 1829, 19446, 1975, 5016, 8315, 6225, 9640, 5172, 9957, 6225, 3555, 9640, 3660, 18871, 28811], "avg_logprob": -0.17202240186479856, "compression_ratio": 1.9431279620853081, "no_speech_prob": 3.993511199951172e-06, "words": [{"start": 1406.41, "end": 1406.97, "word": "هيها", "probability": 0.5035807291666666}, {"start": 1406.97, "end": 1407.69, "word": " كاملة", "probability": 0.9597981770833334}, {"start": 1407.69, "end": 1408.15, "word": " full", "probability": 0.36767578125}, {"start": 1408.15, "end": 1408.71, "word": " neural", "probability": 0.93994140625}, {"start": 1408.71, "end": 1409.27, "word": " network", "probability": 0.9560546875}, {"start": 1409.27, "end": 1410.13, "word": " بدنا", "probability": 0.829345703125}, {"start": 1410.13, "end": 1410.57, "word": " نكمل", "probability": 0.9879557291666666}, {"start": 1410.57, "end": 1410.77, "word": " ال", "probability": 0.8037109375}, {"start": 1410.77, "end": 1411.69, "word": " neural", "probability": 0.7763671875}, {"start": 1411.69, "end": 1412.09, "word": " network", "probability": 0.984375}, {"start": 1412.09, "end": 1412.31, "word": " دي", "probability": 0.650390625}, {"start": 1412.31, "end": 1412.71, "word": " بالشكل", "probability": 0.8473307291666666}, {"start": 1412.71, "end": 1413.15, "word": " الأساسي", "probability": 0.9332275390625}, {"start": 1413.15, "end": 1413.51, "word": " هنا", "probability": 0.90380859375}, {"start": 1413.51, "end": 1413.87, "word": " عندي", "probability": 0.783447265625}, {"start": 1413.87, "end": 1414.43, "word": " Y", "probability": 0.343505859375}, {"start": 1414.43, "end": 1414.93, "word": " و", "probability": 0.76171875}, {"start": 1414.93, "end": 1415.09, "word": " هنا", "probability": 0.7900390625}, {"start": 1415.09, "end": 1415.41, "word": " عندي", "probability": 0.92822265625}, {"start": 1415.41, "end": 1416.15, "word": " ال", "probability": 0.73193359375}, {"start": 1416.15, "end": 1416.71, "word": " Xات", "probability": 0.498779296875}, {"start": 1416.71, "end": 1417.31, "word": " خلاص", "probability": 0.9052734375}, {"start": 1417.31, "end": 1417.73, "word": " بنعطي", "probability": 0.871826171875}, {"start": 1417.73, "end": 1418.01, "word": " قيمة", "probability": 0.986328125}, {"start": 1418.01, "end": 1418.13, "word": " ال", "probability": 0.89990234375}, {"start": 1418.13, "end": 1418.49, "word": " input", "probability": 0.97802734375}, {"start": 1418.49, "end": 1420.31, "word": " عشان", "probability": 0.9781901041666666}, {"start": 1420.31, "end": 1420.65, "word": " ناخد", "probability": 0.9933268229166666}, {"start": 1420.65, "end": 1421.15, "word": " قيمة", "probability": 0.99609375}, {"start": 1421.15, "end": 1421.53, "word": " ال", "probability": 0.9658203125}, {"start": 1421.53, "end": 1422.05, "word": " output", "probability": 0.97705078125}, {"start": 1422.05, "end": 1424.69, "word": " قيمة", "probability": 0.9295247395833334}, {"start": 1424.69, "end": 1424.81, "word": " ال", "probability": 0.982421875}, {"start": 1424.81, "end": 1425.21, "word": " outputs", "probability": 0.8447265625}, {"start": 1425.21, "end": 1426.13, "word": " جبنا", "probability": 0.9248046875}, {"start": 1426.13, "end": 1426.23, "word": " ال", "probability": 0.98779296875}, {"start": 1426.23, "end": 1426.57, "word": " outputs", "probability": 0.77734375}, {"start": 1426.57, "end": 1426.99, "word": " اللي", "probability": 0.965087890625}, {"start": 1426.99, "end": 1427.21, "word": " هي", "probability": 0.8935546875}, {"start": 1427.21, "end": 1427.49, "word": " ال", "probability": 0.9873046875}, {"start": 1427.49, "end": 1428.43, "word": " Y's", "probability": 0.560791015625}, {"start": 1428.43, "end": 1428.61, "word": " اللي", "probability": 0.6920166015625}, {"start": 1428.61, "end": 1428.69, "word": " هي", "probability": 0.97705078125}, {"start": 1428.69, "end": 1428.99, "word": " قيم", "probability": 0.949462890625}, {"start": 1428.99, "end": 1429.87, "word": " Y's", "probability": 0.719970703125}, {"start": 1429.87, "end": 1430.35, "word": " هاي", "probability": 0.6650390625}, {"start": 1430.35, "end": 1430.65, "word": " Y", "probability": 0.96484375}, {"start": 1430.65, "end": 1431.21, "word": " اللي", "probability": 0.970703125}, {"start": 1431.21, "end": 1431.47, "word": " هي", "probability": 0.96923828125}, {"start": 1431.47, "end": 1432.33, "word": " زي", "probability": 0.968017578125}, {"start": 1432.33, "end": 1432.43, "word": " ما", "probability": 0.9892578125}, {"start": 1432.43, "end": 1432.57, "word": " احنا", "probability": 0.88037109375}, {"start": 1432.57, "end": 1433.09, "word": " عارفين", "probability": 0.9752197265625}, {"start": 1433.09, "end": 1433.67, "word": " عبارة", "probability": 0.9920654296875}, {"start": 1433.67, "end": 1433.95, "word": " عن", "probability": 0.99609375}, {"start": 1433.95, "end": 1435.51, "word": " summation", "probability": 0.84326171875}], "temperature": 1.0}, {"id": 62, "seek": 145406, "start": 1437.3, "end": 1454.06, "text": "لا طبعا هنا مشتغل على ال perceptron او one layer على one layer مش زي ما احنا عملنا هيك two layer هذا في ال multi اشتغل على one layer مباشرة x to y على طول فبقدر اقول انه x واحد في w", "tokens": [15040, 23032, 3555, 3615, 995, 34105, 37893, 2655, 17082, 1211, 15844, 2423, 43276, 2044, 1975, 2407, 472, 4583, 15844, 472, 4583, 37893, 30767, 1829, 19446, 1975, 5016, 8315, 6225, 42213, 8315, 39896, 4117, 732, 4583, 23758, 8978, 2423, 4825, 1975, 8592, 2655, 17082, 1211, 15844, 472, 4583, 3714, 3555, 33599, 25720, 2031, 281, 288, 15844, 23032, 12610, 6156, 3555, 28543, 2288, 1975, 39648, 16472, 3224, 2031, 36764, 24401, 8978, 261], "avg_logprob": -0.18089788480543753, "compression_ratio": 1.6144578313253013, "no_speech_prob": 6.020069122314453e-06, "words": [{"start": 1437.3000000000002, "end": 1437.92, "word": "لا", "probability": 0.779296875}, {"start": 1437.92, "end": 1438.54, "word": " طبعا", "probability": 0.84063720703125}, {"start": 1438.54, "end": 1438.7, "word": " هنا", "probability": 0.86376953125}, {"start": 1438.7, "end": 1439.1, "word": " مشتغل", "probability": 0.7874755859375}, {"start": 1439.1, "end": 1439.32, "word": " على", "probability": 0.8671875}, {"start": 1439.32, "end": 1440.0, "word": " ال", "probability": 0.97705078125}, {"start": 1440.0, "end": 1441.08, "word": " perceptron", "probability": 0.6326904296875}, {"start": 1441.08, "end": 1441.28, "word": " او", "probability": 0.714111328125}, {"start": 1441.28, "end": 1441.46, "word": " one", "probability": 0.8623046875}, {"start": 1441.46, "end": 1441.82, "word": " layer", "probability": 0.87548828125}, {"start": 1441.82, "end": 1442.48, "word": " على", "probability": 0.60595703125}, {"start": 1442.48, "end": 1442.68, "word": " one", "probability": 0.94287109375}, {"start": 1442.68, "end": 1442.94, "word": " layer", "probability": 0.9658203125}, {"start": 1442.94, "end": 1443.12, "word": " مش", "probability": 0.9375}, {"start": 1443.12, "end": 1443.24, "word": " زي", "probability": 0.928466796875}, {"start": 1443.24, "end": 1443.34, "word": " ما", "probability": 0.89306640625}, {"start": 1443.34, "end": 1443.5, "word": " احنا", "probability": 0.96142578125}, {"start": 1443.5, "end": 1443.82, "word": " عملنا", "probability": 0.9578450520833334}, {"start": 1443.82, "end": 1444.12, "word": " هيك", "probability": 0.951171875}, {"start": 1444.12, "end": 1444.7, "word": " two", "probability": 0.56787109375}, {"start": 1444.7, "end": 1445.02, "word": " layer", "probability": 0.66552734375}, {"start": 1445.02, "end": 1445.18, "word": " هذا", "probability": 0.2381591796875}, {"start": 1445.18, "end": 1445.32, "word": " في", "probability": 0.9140625}, {"start": 1445.32, "end": 1445.42, "word": " ال", "probability": 0.85595703125}, {"start": 1445.42, "end": 1445.72, "word": " multi", "probability": 0.595703125}, {"start": 1445.72, "end": 1447.08, "word": " اشتغل", "probability": 0.944921875}, {"start": 1447.08, "end": 1447.2, "word": " على", "probability": 0.90380859375}, {"start": 1447.2, "end": 1447.48, "word": " one", "probability": 0.96337890625}, {"start": 1447.48, "end": 1448.04, "word": " layer", "probability": 0.947265625}, {"start": 1448.04, "end": 1449.1, "word": " مباشرة", "probability": 0.9757080078125}, {"start": 1449.1, "end": 1449.5, "word": " x", "probability": 0.818359375}, {"start": 1449.5, "end": 1449.82, "word": " to", "probability": 0.83642578125}, {"start": 1449.82, "end": 1450.08, "word": " y", "probability": 0.9814453125}, {"start": 1450.08, "end": 1450.4, "word": " على", "probability": 0.9453125}, {"start": 1450.4, "end": 1450.68, "word": " طول", "probability": 0.991943359375}, {"start": 1450.68, "end": 1451.22, "word": " فبقدر", "probability": 0.943359375}, {"start": 1451.22, "end": 1451.36, "word": " اقول", "probability": 0.862548828125}, {"start": 1451.36, "end": 1451.62, "word": " انه", "probability": 0.82421875}, {"start": 1451.62, "end": 1452.02, "word": " x", "probability": 0.9150390625}, {"start": 1452.02, "end": 1453.0, "word": " واحد", "probability": 0.696044921875}, {"start": 1453.0, "end": 1453.68, "word": " في", "probability": 0.95849609375}, {"start": 1453.68, "end": 1454.06, "word": " w", "probability": 0.80224609375}], "temperature": 1.0}, {"id": 63, "seek": 147592, "start": 1455.1, "end": 1475.92, "text": "1 1 x 2 في w 2 1 x 3 في w 3 1 فهنا عملنا ال summation زائد متذكرين ال theta زائد ال theta ال threshold زائد ال threshold او و قولنا ان ال threshold هذه اللي بدنا نجمحها بتكون قيمة ال input تبعها ايش؟", "tokens": [16, 502, 2031, 568, 8978, 261, 568, 502, 2031, 805, 8978, 261, 805, 502, 6156, 3224, 8315, 6225, 42213, 8315, 2423, 28811, 30767, 16373, 3215, 44650, 8848, 37983, 9957, 2423, 9725, 30767, 16373, 3215, 2423, 9725, 2423, 14678, 30767, 16373, 3215, 2423, 14678, 1975, 2407, 4032, 12174, 12610, 8315, 16472, 2423, 14678, 29538, 13672, 1829, 47525, 8315, 8717, 7435, 2304, 5016, 11296, 39894, 30544, 12174, 32640, 3660, 2423, 4846, 6055, 3555, 3615, 11296, 1975, 1829, 8592, 22807], "avg_logprob": -0.22936698278555503, "compression_ratio": 1.6571428571428573, "no_speech_prob": 5.4836273193359375e-06, "words": [{"start": 1455.1, "end": 1455.56, "word": "1", "probability": 0.347412109375}, {"start": 1455.56, "end": 1456.02, "word": " 1", "probability": 0.5625}, {"start": 1456.02, "end": 1456.78, "word": " x", "probability": 0.54052734375}, {"start": 1456.78, "end": 1457.24, "word": " 2", "probability": 0.60986328125}, {"start": 1457.24, "end": 1457.66, "word": " في", "probability": 0.66455078125}, {"start": 1457.66, "end": 1458.08, "word": " w", "probability": 0.57763671875}, {"start": 1458.08, "end": 1459.0, "word": " 2", "probability": 0.59033203125}, {"start": 1459.0, "end": 1460.12, "word": " 1", "probability": 0.91162109375}, {"start": 1460.12, "end": 1460.62, "word": " x", "probability": 0.97265625}, {"start": 1460.62, "end": 1461.06, "word": " 3", "probability": 0.85205078125}, {"start": 1461.06, "end": 1461.42, "word": " في", "probability": 0.96875}, {"start": 1461.42, "end": 1461.88, "word": " w", "probability": 0.9189453125}, {"start": 1461.88, "end": 1462.54, "word": " 3", "probability": 0.94775390625}, {"start": 1462.54, "end": 1463.36, "word": " 1", "probability": 0.96923828125}, {"start": 1463.36, "end": 1463.72, "word": " فهنا", "probability": 0.8505859375}, {"start": 1463.72, "end": 1463.98, "word": " عملنا", "probability": 0.9835611979166666}, {"start": 1463.98, "end": 1464.1, "word": " ال", "probability": 0.86865234375}, {"start": 1464.1, "end": 1464.42, "word": " summation", "probability": 0.763671875}, {"start": 1464.42, "end": 1465.48, "word": " زائد", "probability": 0.8177083333333334}, {"start": 1465.48, "end": 1466.14, "word": " متذكرين", "probability": 0.74127197265625}, {"start": 1466.14, "end": 1466.24, "word": " ال", "probability": 0.84912109375}, {"start": 1466.24, "end": 1466.54, "word": " theta", "probability": 0.53515625}, {"start": 1466.54, "end": 1467.58, "word": " زائد", "probability": 0.89892578125}, {"start": 1467.58, "end": 1467.68, "word": " ال", "probability": 0.85986328125}, {"start": 1467.68, "end": 1467.96, "word": " theta", "probability": 0.84765625}, {"start": 1467.96, "end": 1468.18, "word": " ال", "probability": 0.274169921875}, {"start": 1468.18, "end": 1468.46, "word": " threshold", "probability": 0.453125}, {"start": 1468.46, "end": 1469.34, "word": " زائد", "probability": 0.9278971354166666}, {"start": 1469.34, "end": 1469.44, "word": " ال", "probability": 0.9384765625}, {"start": 1469.44, "end": 1469.9, "word": " threshold", "probability": 0.658203125}, {"start": 1469.9, "end": 1470.84, "word": " او", "probability": 0.793701171875}, {"start": 1470.84, "end": 1471.66, "word": " و", "probability": 0.62451171875}, {"start": 1471.66, "end": 1472.0, "word": " قولنا", "probability": 0.7805989583333334}, {"start": 1472.0, "end": 1472.1, "word": " ان", "probability": 0.83203125}, {"start": 1472.1, "end": 1472.22, "word": " ال", "probability": 0.93701171875}, {"start": 1472.22, "end": 1472.56, "word": " threshold", "probability": 0.876953125}, {"start": 1472.56, "end": 1472.9, "word": " هذه", "probability": 0.37939453125}, {"start": 1472.9, "end": 1473.04, "word": " اللي", "probability": 0.919189453125}, {"start": 1473.04, "end": 1473.24, "word": " بدنا", "probability": 0.94287109375}, {"start": 1473.24, "end": 1473.88, "word": " نجمحها", "probability": 0.90966796875}, {"start": 1473.88, "end": 1474.52, "word": " بتكون", "probability": 0.9052734375}, {"start": 1474.52, "end": 1474.82, "word": " قيمة", "probability": 0.99658203125}, {"start": 1474.82, "end": 1474.9, "word": " ال", "probability": 0.9638671875}, {"start": 1474.9, "end": 1475.08, "word": " input", "probability": 0.9921875}, {"start": 1475.08, "end": 1475.52, "word": " تبعها", "probability": 0.8936767578125}, {"start": 1475.52, "end": 1475.92, "word": " ايش؟", "probability": 0.78759765625}], "temperature": 1.0}, {"id": 64, "seek": 149443, "start": 1476.43, "end": 1494.43, "text": "minus one minus one فهذه دايما بتكون مضروبة في minus one و theta نفسها بتكون عبارة عن W بتكون عبارة عن W فإذن هيطلع بهذا الشكل المعادل اللي إحنا شايفينها أمامنا summation لل I from one to N N هنا إيش هتمثل عدد ال inputs", "tokens": [2367, 301, 472, 3175, 472, 6156, 3224, 24192, 11778, 47302, 15042, 39894, 30544, 3714, 11242, 32887, 49401, 8978, 3175, 472, 4032, 9725, 8717, 36178, 11296, 39894, 30544, 6225, 3555, 9640, 3660, 18871, 343, 39894, 30544, 6225, 3555, 9640, 3660, 18871, 343, 6156, 28814, 8848, 1863, 39896, 9566, 1211, 3615, 39627, 15730, 25124, 28820, 9673, 3615, 18513, 1211, 13672, 1829, 11933, 5016, 8315, 13412, 995, 33911, 9957, 11296, 5551, 2304, 10943, 8315, 28811, 24976, 286, 490, 472, 281, 426, 426, 34105, 11933, 1829, 8592, 8032, 39237, 12984, 1211, 6225, 3215, 3215, 2423, 15743], "avg_logprob": -0.1989247279782449, "compression_ratio": 1.6390243902439023, "no_speech_prob": 0.0001442432403564453, "words": [{"start": 1476.43, "end": 1476.85, "word": "minus", "probability": 0.526702880859375}, {"start": 1476.85, "end": 1477.13, "word": " one", "probability": 0.7451171875}, {"start": 1477.13, "end": 1477.93, "word": " minus", "probability": 0.25048828125}, {"start": 1477.93, "end": 1478.49, "word": " one", "probability": 0.951171875}, {"start": 1478.49, "end": 1478.87, "word": " فهذه", "probability": 0.71630859375}, {"start": 1478.87, "end": 1479.05, "word": " دايما", "probability": 0.8125}, {"start": 1479.05, "end": 1479.31, "word": " بتكون", "probability": 0.830810546875}, {"start": 1479.31, "end": 1479.67, "word": " مضروبة", "probability": 0.9169921875}, {"start": 1479.67, "end": 1479.77, "word": " في", "probability": 0.90673828125}, {"start": 1479.77, "end": 1479.99, "word": " minus", "probability": 0.95263671875}, {"start": 1479.99, "end": 1480.23, "word": " one", "probability": 0.95849609375}, {"start": 1480.23, "end": 1480.59, "word": " و", "probability": 0.9287109375}, {"start": 1480.59, "end": 1480.81, "word": " theta", "probability": 0.428466796875}, {"start": 1480.81, "end": 1481.31, "word": " نفسها", "probability": 0.9855143229166666}, {"start": 1481.31, "end": 1481.89, "word": " بتكون", "probability": 0.955322265625}, {"start": 1481.89, "end": 1482.23, "word": " عبارة", "probability": 0.9910888671875}, {"start": 1482.23, "end": 1482.47, "word": " عن", "probability": 0.98974609375}, {"start": 1482.47, "end": 1483.23, "word": " W", "probability": 0.43212890625}, {"start": 1483.23, "end": 1483.77, "word": " بتكون", "probability": 0.7469482421875}, {"start": 1483.77, "end": 1484.09, "word": " عبارة", "probability": 0.99609375}, {"start": 1484.09, "end": 1484.67, "word": " عن", "probability": 0.98046875}, {"start": 1484.67, "end": 1485.49, "word": " W", "probability": 0.95654296875}, {"start": 1485.49, "end": 1486.41, "word": " فإذن", "probability": 0.75872802734375}, {"start": 1486.41, "end": 1486.83, "word": " هيطلع", "probability": 0.85943603515625}, {"start": 1486.83, "end": 1487.11, "word": " بهذا", "probability": 0.932861328125}, {"start": 1487.11, "end": 1487.37, "word": " الشكل", "probability": 0.98828125}, {"start": 1487.37, "end": 1487.75, "word": " المعادل", "probability": 0.940673828125}, {"start": 1487.75, "end": 1487.89, "word": " اللي", "probability": 0.96923828125}, {"start": 1487.89, "end": 1488.01, "word": " إحنا", "probability": 0.7830403645833334}, {"start": 1488.01, "end": 1488.39, "word": " شايفينها", "probability": 0.97685546875}, {"start": 1488.39, "end": 1488.81, "word": " أمامنا", "probability": 0.9566650390625}, {"start": 1488.81, "end": 1489.63, "word": " summation", "probability": 0.77001953125}, {"start": 1489.63, "end": 1490.47, "word": " لل", "probability": 0.869140625}, {"start": 1490.47, "end": 1490.81, "word": " I", "probability": 0.8642578125}, {"start": 1490.81, "end": 1491.31, "word": " from", "probability": 0.86962890625}, {"start": 1491.31, "end": 1491.61, "word": " one", "probability": 0.9091796875}, {"start": 1491.61, "end": 1491.81, "word": " to", "probability": 0.97021484375}, {"start": 1491.81, "end": 1492.03, "word": " N", "probability": 0.6044921875}, {"start": 1492.03, "end": 1492.41, "word": " N", "probability": 0.1297607421875}, {"start": 1492.41, "end": 1492.63, "word": " هنا", "probability": 0.9814453125}, {"start": 1492.63, "end": 1492.73, "word": " إيش", "probability": 0.9466145833333334}, {"start": 1492.73, "end": 1493.37, "word": " هتمثل", "probability": 0.962158203125}, {"start": 1493.37, "end": 1493.97, "word": " عدد", "probability": 0.8486328125}, {"start": 1493.97, "end": 1494.09, "word": " ال", "probability": 0.98681640625}, {"start": 1494.09, "end": 1494.43, "word": " inputs", "probability": 0.7529296875}], "temperature": 1.0}, {"id": 65, "seek": 152146, "start": 1495.12, "end": 1521.46, "text": "فإذن هنا X1 X2 to Xn فنتقدر نقول إن هذا هو ال summation تبعنا مضروبة في ال X كل X مضروبة في ال W اللي خاصة بمين بال X مع Y اللي أنا بحسبها لإن هنا ممكن يكون عندي Y1 Y2 Y3 and so on Yj كويس تمام جدا فإذا لكل Y", "tokens": [5172, 28814, 8848, 1863, 34105, 1783, 16, 1783, 17, 281, 1783, 77, 6156, 29399, 28543, 2288, 8717, 39648, 36145, 23758, 31439, 2423, 28811, 6055, 3555, 3615, 8315, 3714, 11242, 32887, 49401, 8978, 2423, 1783, 28242, 1783, 3714, 11242, 32887, 49401, 8978, 2423, 343, 13672, 1829, 16490, 33546, 3660, 4724, 2304, 9957, 20666, 1783, 20449, 398, 13672, 1829, 41850, 4724, 5016, 35457, 11296, 5296, 28814, 1863, 34105, 3714, 43020, 7251, 30544, 18871, 16254, 398, 16, 398, 17, 398, 18, 293, 370, 322, 398, 73, 9122, 45865, 3794, 46811, 10943, 10874, 28259, 6156, 28814, 15730, 5296, 28820, 398], "avg_logprob": -0.18315077319587628, "compression_ratio": 1.5951219512195123, "no_speech_prob": 2.086162567138672e-06, "words": [{"start": 1495.12, "end": 1495.48, "word": "فإذن", "probability": 0.7659912109375}, {"start": 1495.48, "end": 1495.76, "word": " هنا", "probability": 0.97802734375}, {"start": 1495.76, "end": 1497.04, "word": " X1", "probability": 0.546875}, {"start": 1497.04, "end": 1498.4, "word": " X2", "probability": 0.891357421875}, {"start": 1498.4, "end": 1498.88, "word": " to", "probability": 0.45751953125}, {"start": 1498.88, "end": 1500.9, "word": " Xn", "probability": 0.8466796875}, {"start": 1500.9, "end": 1502.08, "word": " فنتقدر", "probability": 0.64947509765625}, {"start": 1502.08, "end": 1502.26, "word": " نقول", "probability": 0.96875}, {"start": 1502.26, "end": 1502.36, "word": " إن", "probability": 0.69091796875}, {"start": 1502.36, "end": 1502.58, "word": " هذا", "probability": 0.7822265625}, {"start": 1502.58, "end": 1502.88, "word": " هو", "probability": 0.98681640625}, {"start": 1502.88, "end": 1503.06, "word": " ال", "probability": 0.69873046875}, {"start": 1503.06, "end": 1503.34, "word": " summation", "probability": 0.43310546875}, {"start": 1503.34, "end": 1503.82, "word": " تبعنا", "probability": 0.908935546875}, {"start": 1503.82, "end": 1504.7, "word": " مضروبة", "probability": 0.927001953125}, {"start": 1504.7, "end": 1504.82, "word": " في", "probability": 0.98291015625}, {"start": 1504.82, "end": 1504.94, "word": " ال", "probability": 0.79052734375}, {"start": 1504.94, "end": 1505.18, "word": " X", "probability": 0.90087890625}, {"start": 1505.18, "end": 1505.7, "word": " كل", "probability": 0.822265625}, {"start": 1505.7, "end": 1506.04, "word": " X", "probability": 0.98583984375}, {"start": 1506.04, "end": 1506.38, "word": " مضروبة", "probability": 0.9857177734375}, {"start": 1506.38, "end": 1506.52, "word": " في", "probability": 0.98193359375}, {"start": 1506.52, "end": 1506.6, "word": " ال", "probability": 0.9580078125}, {"start": 1506.6, "end": 1506.9, "word": " W", "probability": 0.890625}, {"start": 1506.9, "end": 1507.24, "word": " اللي", "probability": 0.888671875}, {"start": 1507.24, "end": 1508.32, "word": " خاصة", "probability": 0.9806315104166666}, {"start": 1508.32, "end": 1509.22, "word": " بمين", "probability": 0.75927734375}, {"start": 1509.22, "end": 1509.72, "word": " بال", "probability": 0.70751953125}, {"start": 1509.72, "end": 1510.18, "word": " X", "probability": 0.97509765625}, {"start": 1510.18, "end": 1510.88, "word": " مع", "probability": 0.98876953125}, {"start": 1510.88, "end": 1511.56, "word": " Y", "probability": 0.9736328125}, {"start": 1511.56, "end": 1511.74, "word": " اللي", "probability": 0.989990234375}, {"start": 1511.74, "end": 1511.86, "word": " أنا", "probability": 0.84521484375}, {"start": 1511.86, "end": 1512.48, "word": " بحسبها", "probability": 0.9891357421875}, {"start": 1512.48, "end": 1512.98, "word": " لإن", "probability": 0.8564453125}, {"start": 1512.98, "end": 1513.14, "word": " هنا", "probability": 0.9208984375}, {"start": 1513.14, "end": 1513.34, "word": " ممكن", "probability": 0.694091796875}, {"start": 1513.34, "end": 1513.52, "word": " يكون", "probability": 0.942626953125}, {"start": 1513.52, "end": 1513.7, "word": " عندي", "probability": 0.85595703125}, {"start": 1513.7, "end": 1514.12, "word": " Y1", "probability": 0.86767578125}, {"start": 1514.12, "end": 1514.72, "word": " Y2", "probability": 0.90087890625}, {"start": 1514.72, "end": 1515.44, "word": " Y3", "probability": 0.972900390625}, {"start": 1515.44, "end": 1515.92, "word": " and", "probability": 0.46435546875}, {"start": 1515.92, "end": 1516.1, "word": " so", "probability": 0.9296875}, {"start": 1516.1, "end": 1516.44, "word": " on", "probability": 0.96044921875}, {"start": 1516.44, "end": 1517.22, "word": " Yj", "probability": 0.541259765625}, {"start": 1517.22, "end": 1518.54, "word": " كويس", "probability": 0.8450520833333334}, {"start": 1518.54, "end": 1519.1, "word": " تمام", "probability": 0.946044921875}, {"start": 1519.1, "end": 1519.44, "word": " جدا", "probability": 0.989501953125}, {"start": 1519.44, "end": 1520.22, "word": " فإذا", "probability": 0.8017578125}, {"start": 1520.22, "end": 1520.86, "word": " لكل", "probability": 0.96484375}, {"start": 1520.86, "end": 1521.46, "word": " Y", "probability": 0.98876953125}], "temperature": 1.0}, {"id": 66, "seek": 153719, "start": 1522.63, "end": 1537.19, "text": "بنضربها في كل ال weights اللي هي مرتبطة فيهم، مع مين؟ مع ال inputs، مع ال inputs، جيد، بنكون هيك عملنا activation ل Y، عشان نقل .. الآن نشوف قيم Y مع .. مع X", "tokens": [3555, 1863, 11242, 25513, 11296, 8978, 28242, 2423, 17443, 13672, 1829, 39896, 3714, 43500, 3555, 9566, 3660, 8978, 16095, 12399, 20449, 3714, 9957, 22807, 20449, 2423, 15743, 12399, 20449, 2423, 15743, 12399, 10874, 25708, 12399, 44945, 30544, 39896, 4117, 6225, 42213, 8315, 24433, 5296, 398, 12399, 6225, 8592, 7649, 8717, 4587, 1211, 4386, 6024, 48506, 8717, 8592, 38688, 12174, 32640, 398, 20449, 4386, 20449, 1783], "avg_logprob": -0.24171401266798828, "compression_ratio": 1.4610778443113772, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 1522.6299999999999, "end": 1523.31, "word": "بنضربها", "probability": 0.794287109375}, {"start": 1523.31, "end": 1523.85, "word": " في", "probability": 0.880859375}, {"start": 1523.85, "end": 1524.17, "word": " كل", "probability": 0.96484375}, {"start": 1524.17, "end": 1524.37, "word": " ال", "probability": 0.96044921875}, {"start": 1524.37, "end": 1524.71, "word": " weights", "probability": 0.75}, {"start": 1524.71, "end": 1524.93, "word": " اللي", "probability": 0.888427734375}, {"start": 1524.93, "end": 1525.09, "word": " هي", "probability": 0.74365234375}, {"start": 1525.09, "end": 1525.61, "word": " مرتبطة", "probability": 0.9765625}, {"start": 1525.61, "end": 1526.39, "word": " فيهم،", "probability": 0.7067057291666666}, {"start": 1526.39, "end": 1526.59, "word": " مع", "probability": 0.970703125}, {"start": 1526.59, "end": 1527.13, "word": " مين؟", "probability": 0.7655436197916666}, {"start": 1527.13, "end": 1527.27, "word": " مع", "probability": 0.9384765625}, {"start": 1527.27, "end": 1527.41, "word": " ال", "probability": 0.9755859375}, {"start": 1527.41, "end": 1528.21, "word": " inputs،", "probability": 0.609619140625}, {"start": 1528.21, "end": 1528.39, "word": " مع", "probability": 0.51318359375}, {"start": 1528.39, "end": 1528.53, "word": " ال", "probability": 0.98828125}, {"start": 1528.53, "end": 1529.39, "word": " inputs،", "probability": 0.804931640625}, {"start": 1529.39, "end": 1530.27, "word": " جيد،", "probability": 0.8800455729166666}, {"start": 1530.27, "end": 1530.61, "word": " بنكون", "probability": 0.78173828125}, {"start": 1530.61, "end": 1530.79, "word": " هيك", "probability": 0.8955078125}, {"start": 1530.79, "end": 1531.05, "word": " عملنا", "probability": 0.9010416666666666}, {"start": 1531.05, "end": 1531.47, "word": " activation", "probability": 0.96533203125}, {"start": 1531.47, "end": 1531.87, "word": " ل", "probability": 0.86865234375}, {"start": 1531.87, "end": 1532.43, "word": " Y،", "probability": 0.575439453125}, {"start": 1532.43, "end": 1532.77, "word": " عشان", "probability": 0.9583333333333334}, {"start": 1532.77, "end": 1533.13, "word": " نقل", "probability": 0.47021484375}, {"start": 1533.13, "end": 1533.19, "word": " ..", "probability": 0.239501953125}, {"start": 1533.19, "end": 1533.43, "word": " الآن", "probability": 0.7012939453125}, {"start": 1533.43, "end": 1533.85, "word": " نشوف", "probability": 0.9903971354166666}, {"start": 1533.85, "end": 1534.17, "word": " قيم", "probability": 0.981689453125}, {"start": 1534.17, "end": 1534.99, "word": " Y", "probability": 0.9462890625}, {"start": 1534.99, "end": 1536.35, "word": " مع", "probability": 0.91845703125}, {"start": 1536.35, "end": 1536.65, "word": " ..", "probability": 0.578125}, {"start": 1536.65, "end": 1536.89, "word": " مع", "probability": 0.97998046875}, {"start": 1536.89, "end": 1537.19, "word": " X", "probability": 0.9638671875}], "temperature": 1.0}, {"id": 67, "seek": 156390, "start": 1538.86, "end": 1563.9, "text": "تمام عملية ال learning اتفقنا سابقا وقولناها يمكن مرارا و تكرارا في ال supervised learning سابقا ان ال W لجديدة لجديدة ايش يعني P plus one يعني ال iteration القادمة هتسويه نفسها ال W القديمة plus delta W القديمة او اللي انحسبت في ال iteration P", "tokens": [39237, 10943, 6225, 42213, 10632, 2423, 2539, 1975, 2655, 5172, 4587, 8315, 8608, 16758, 4587, 995, 4032, 39648, 8315, 11296, 7251, 43020, 3714, 2288, 9640, 995, 4032, 6055, 37983, 9640, 995, 8978, 2423, 46533, 2539, 8608, 16758, 4587, 995, 16472, 2423, 343, 5296, 7435, 16254, 41891, 5296, 7435, 16254, 41891, 1975, 1829, 8592, 37495, 22653, 430, 1804, 472, 37495, 22653, 2423, 24784, 25062, 18513, 46007, 8032, 2655, 3794, 45865, 3224, 8717, 36178, 11296, 2423, 343, 25062, 16254, 46007, 1804, 8289, 343, 25062, 16254, 46007, 1975, 2407, 13672, 1829, 16472, 5016, 35457, 2655, 8978, 2423, 24784, 430], "avg_logprob": -0.18959407708079545, "compression_ratio": 1.7914691943127963, "no_speech_prob": 0.0, "words": [{"start": 1538.86, "end": 1539.26, "word": "تمام", "probability": 0.643798828125}, {"start": 1539.26, "end": 1539.78, "word": " عملية", "probability": 0.8982747395833334}, {"start": 1539.78, "end": 1539.96, "word": " ال", "probability": 0.9375}, {"start": 1539.96, "end": 1540.36, "word": " learning", "probability": 0.7705078125}, {"start": 1540.36, "end": 1541.14, "word": " اتفقنا", "probability": 0.96103515625}, {"start": 1541.14, "end": 1541.74, "word": " سابقا", "probability": 0.9791259765625}, {"start": 1541.74, "end": 1542.26, "word": " وقولناها", "probability": 0.8226318359375}, {"start": 1542.26, "end": 1542.62, "word": " يمكن", "probability": 0.7281494140625}, {"start": 1542.62, "end": 1543.82, "word": " مرارا", "probability": 0.9732666015625}, {"start": 1543.82, "end": 1543.9, "word": " و", "probability": 0.720703125}, {"start": 1543.9, "end": 1544.34, "word": " تكرارا", "probability": 0.8211669921875}, {"start": 1544.34, "end": 1545.44, "word": " في", "probability": 0.483154296875}, {"start": 1545.44, "end": 1545.54, "word": " ال", "probability": 0.5771484375}, {"start": 1545.54, "end": 1545.9, "word": " supervised", "probability": 0.9111328125}, {"start": 1545.9, "end": 1546.56, "word": " learning", "probability": 0.93505859375}, {"start": 1546.56, "end": 1547.62, "word": " سابقا", "probability": 0.866455078125}, {"start": 1547.62, "end": 1548.24, "word": " ان", "probability": 0.5634765625}, {"start": 1548.24, "end": 1548.58, "word": " ال", "probability": 0.9091796875}, {"start": 1548.58, "end": 1548.98, "word": " W", "probability": 0.461181640625}, {"start": 1548.98, "end": 1550.2, "word": " لجديدة", "probability": 0.8206787109375}, {"start": 1550.2, "end": 1551.16, "word": " لجديدة", "probability": 0.834228515625}, {"start": 1551.16, "end": 1551.34, "word": " ايش", "probability": 0.767578125}, {"start": 1551.34, "end": 1551.58, "word": " يعني", "probability": 0.903564453125}, {"start": 1551.58, "end": 1551.84, "word": " P", "probability": 0.53173828125}, {"start": 1551.84, "end": 1552.16, "word": " plus", "probability": 0.1656494140625}, {"start": 1552.16, "end": 1552.46, "word": " one", "probability": 0.5712890625}, {"start": 1552.46, "end": 1552.84, "word": " يعني", "probability": 0.93212890625}, {"start": 1552.84, "end": 1552.96, "word": " ال", "probability": 0.97412109375}, {"start": 1552.96, "end": 1553.36, "word": " iteration", "probability": 0.80419921875}, {"start": 1553.36, "end": 1554.46, "word": " القادمة", "probability": 0.9920247395833334}, {"start": 1554.46, "end": 1555.26, "word": " هتسويه", "probability": 0.668994140625}, {"start": 1555.26, "end": 1555.72, "word": " نفسها", "probability": 0.96044921875}, {"start": 1555.72, "end": 1556.14, "word": " ال", "probability": 0.97021484375}, {"start": 1556.14, "end": 1556.46, "word": " W", "probability": 0.9345703125}, {"start": 1556.46, "end": 1557.22, "word": " القديمة", "probability": 0.9488932291666666}, {"start": 1557.22, "end": 1558.06, "word": " plus", "probability": 0.86669921875}, {"start": 1558.06, "end": 1558.8, "word": " delta", "probability": 0.420654296875}, {"start": 1558.8, "end": 1560.06, "word": " W", "probability": 0.9248046875}, {"start": 1560.06, "end": 1561.1, "word": " القديمة", "probability": 0.9710286458333334}, {"start": 1561.1, "end": 1561.98, "word": " او", "probability": 0.858154296875}, {"start": 1561.98, "end": 1562.08, "word": " اللي", "probability": 0.9111328125}, {"start": 1562.08, "end": 1562.68, "word": " انحسبت", "probability": 0.9720458984375}, {"start": 1562.68, "end": 1562.76, "word": " في", "probability": 0.96484375}, {"start": 1562.76, "end": 1562.86, "word": " ال", "probability": 0.986328125}, {"start": 1562.86, "end": 1563.34, "word": " iteration", "probability": 0.8583984375}, {"start": 1563.34, "end": 1563.9, "word": " P", "probability": 0.97607421875}], "temperature": 1.0}, {"id": 68, "seek": 157941, "start": 1565.35, "end": 1579.41, "text": "عشان نجمحهم مع بعض و نجيب ال W لجديد ده اللي هرجع أعمل لهياش كمان مرة activation على نفس ال inputs و أتأكد هل هتثبت ال W بعد هيك و لا لأ هنجي في امتع .. هنجي في امتع لما تثبت ال W", "tokens": [3615, 8592, 7649, 8717, 7435, 2304, 5016, 16095, 20449, 45030, 11242, 4032, 8717, 7435, 1829, 3555, 2423, 343, 5296, 7435, 16254, 3215, 11778, 3224, 13672, 1829, 8032, 47341, 3615, 5551, 25957, 1211, 46740, 1829, 33599, 9122, 2304, 7649, 3714, 25720, 24433, 15844, 8717, 36178, 2423, 15743, 4032, 5551, 2655, 10721, 4117, 3215, 8032, 1211, 8032, 2655, 12984, 3555, 2655, 2423, 343, 39182, 39896, 4117, 4032, 20193, 5296, 10721, 8032, 1863, 7435, 1829, 8978, 1975, 2304, 2655, 3615, 4386, 8032, 1863, 7435, 1829, 8978, 1975, 2304, 2655, 3615, 5296, 15042, 6055, 12984, 3555, 2655, 2423, 343], "avg_logprob": -0.2355143210540215, "compression_ratio": 1.6120218579234973, "no_speech_prob": 8.940696716308594e-07, "words": [{"start": 1565.35, "end": 1565.87, "word": "عشان", "probability": 0.67926025390625}, {"start": 1565.87, "end": 1566.31, "word": " نجمحهم", "probability": 0.8845703125}, {"start": 1566.31, "end": 1566.43, "word": " مع", "probability": 0.9716796875}, {"start": 1566.43, "end": 1566.75, "word": " بعض", "probability": 0.992431640625}, {"start": 1566.75, "end": 1566.99, "word": " و", "probability": 0.923828125}, {"start": 1566.99, "end": 1567.39, "word": " نجيب", "probability": 0.949951171875}, {"start": 1567.39, "end": 1567.93, "word": " ال", "probability": 0.94189453125}, {"start": 1567.93, "end": 1568.27, "word": " W", "probability": 0.38720703125}, {"start": 1568.27, "end": 1568.75, "word": " لجديد", "probability": 0.72210693359375}, {"start": 1568.75, "end": 1568.91, "word": " ده", "probability": 0.823486328125}, {"start": 1568.91, "end": 1569.09, "word": " اللي", "probability": 0.91357421875}, {"start": 1569.09, "end": 1569.39, "word": " هرجع", "probability": 0.8740234375}, {"start": 1569.39, "end": 1569.67, "word": " أعمل", "probability": 0.8642578125}, {"start": 1569.67, "end": 1570.09, "word": " لهياش", "probability": 0.5860595703125}, {"start": 1570.09, "end": 1570.53, "word": " كمان", "probability": 0.8458658854166666}, {"start": 1570.53, "end": 1570.73, "word": " مرة", "probability": 0.982177734375}, {"start": 1570.73, "end": 1571.23, "word": " activation", "probability": 0.94091796875}, {"start": 1571.23, "end": 1571.49, "word": " على", "probability": 0.8271484375}, {"start": 1571.49, "end": 1571.73, "word": " نفس", "probability": 0.99169921875}, {"start": 1571.73, "end": 1571.89, "word": " ال", "probability": 0.982421875}, {"start": 1571.89, "end": 1572.21, "word": " inputs", "probability": 0.63916015625}, {"start": 1572.21, "end": 1572.63, "word": " و", "probability": 0.78857421875}, {"start": 1572.63, "end": 1573.51, "word": " أتأكد", "probability": 0.92431640625}, {"start": 1573.51, "end": 1574.31, "word": " هل", "probability": 0.97265625}, {"start": 1574.31, "end": 1574.99, "word": " هتثبت", "probability": 0.93662109375}, {"start": 1574.99, "end": 1575.11, "word": " ال", "probability": 0.9921875}, {"start": 1575.11, "end": 1575.37, "word": " W", "probability": 0.91015625}, {"start": 1575.37, "end": 1575.63, "word": " بعد", "probability": 0.9306640625}, {"start": 1575.63, "end": 1575.87, "word": " هيك", "probability": 0.832275390625}, {"start": 1575.87, "end": 1575.95, "word": " و", "probability": 0.3984375}, {"start": 1575.95, "end": 1576.01, "word": " لا", "probability": 0.98974609375}, {"start": 1576.01, "end": 1576.27, "word": " لأ", "probability": 0.927001953125}, {"start": 1576.27, "end": 1577.53, "word": " هنجي", "probability": 0.705322265625}, {"start": 1577.53, "end": 1577.61, "word": " في", "probability": 0.79541015625}, {"start": 1577.61, "end": 1577.89, "word": " امتع", "probability": 0.57965087890625}, {"start": 1577.89, "end": 1577.97, "word": " ..", "probability": 0.37451171875}, {"start": 1577.97, "end": 1578.11, "word": " هنجي", "probability": 0.920654296875}, {"start": 1578.11, "end": 1578.21, "word": " في", "probability": 0.9404296875}, {"start": 1578.21, "end": 1578.29, "word": " امتع", "probability": 0.9190673828125}, {"start": 1578.29, "end": 1578.71, "word": " لما", "probability": 0.7274169921875}, {"start": 1578.71, "end": 1579.09, "word": " تثبت", "probability": 0.958984375}, {"start": 1579.09, "end": 1579.17, "word": " ال", "probability": 0.994140625}, {"start": 1579.17, "end": 1579.41, "word": " W", "probability": 0.95654296875}], "temperature": 1.0}, {"id": 69, "seek": 161229, "start": 1586.87, "end": 1612.29, "text": "صار عندى ال delta w هي نفس المعادلة على فكرة هي نفس المعادلة اللى بيشوفها هي نفسها السابقة مع فارق واحد فقط ان احنا lambda هذه هي عبارة عن Alpha على Phi بس لا اكثر ولا اقل Alpha على Phi فحسبها ك lambda بحيث انه دائما تكون خمسة فبيميلوا انه يستخدموها بشكل", "tokens": [9381, 9640, 43242, 7578, 2423, 8289, 261, 39896, 8717, 36178, 9673, 3615, 18513, 37977, 15844, 6156, 4117, 25720, 39896, 8717, 36178, 9673, 3615, 18513, 37977, 13672, 7578, 4724, 1829, 8592, 38688, 11296, 39896, 8717, 36178, 11296, 21136, 16758, 28671, 20449, 6156, 9640, 4587, 36764, 24401, 6156, 47432, 16472, 1975, 5016, 8315, 13607, 29538, 39896, 6225, 3555, 9640, 3660, 18871, 20588, 15844, 41435, 4724, 3794, 20193, 1975, 4117, 49115, 49429, 1975, 4587, 1211, 20588, 15844, 41435, 6156, 5016, 35457, 11296, 9122, 13607, 4724, 5016, 1829, 12984, 16472, 3224, 11778, 16373, 15042, 6055, 30544, 16490, 2304, 3794, 3660, 6156, 21292, 2304, 26895, 14407, 16472, 3224, 7251, 14851, 9778, 40448, 2407, 11296, 4724, 8592, 28820], "avg_logprob": -0.15790928781560037, "compression_ratio": 1.7551867219917012, "no_speech_prob": 4.649162292480469e-06, "words": [{"start": 1586.87, "end": 1587.21, "word": "صار", "probability": 0.57379150390625}, {"start": 1587.21, "end": 1587.51, "word": " عندى", "probability": 0.805908203125}, {"start": 1587.51, "end": 1587.65, "word": " ال", "probability": 0.93310546875}, {"start": 1587.65, "end": 1587.93, "word": " delta", "probability": 0.2880859375}, {"start": 1587.93, "end": 1588.35, "word": " w", "probability": 0.50927734375}, {"start": 1588.35, "end": 1588.63, "word": " هي", "probability": 0.8037109375}, {"start": 1588.63, "end": 1588.79, "word": " نفس", "probability": 0.989990234375}, {"start": 1588.79, "end": 1589.19, "word": " المعادلة", "probability": 0.98095703125}, {"start": 1589.19, "end": 1589.33, "word": " على", "probability": 0.267822265625}, {"start": 1589.33, "end": 1589.67, "word": " فكرة", "probability": 0.9767252604166666}, {"start": 1589.67, "end": 1590.09, "word": " هي", "probability": 0.8212890625}, {"start": 1590.09, "end": 1590.29, "word": " نفس", "probability": 0.99560546875}, {"start": 1590.29, "end": 1590.87, "word": " المعادلة", "probability": 0.985107421875}, {"start": 1590.87, "end": 1591.29, "word": " اللى", "probability": 0.9697265625}, {"start": 1591.29, "end": 1591.89, "word": " بيشوفها", "probability": 0.9013671875}, {"start": 1591.89, "end": 1592.79, "word": " هي", "probability": 0.77294921875}, {"start": 1592.79, "end": 1593.41, "word": " نفسها", "probability": 0.9928385416666666}, {"start": 1593.41, "end": 1594.07, "word": " السابقة", "probability": 0.9845377604166666}, {"start": 1594.07, "end": 1594.57, "word": " مع", "probability": 0.97607421875}, {"start": 1594.57, "end": 1594.99, "word": " فارق", "probability": 0.9700520833333334}, {"start": 1594.99, "end": 1595.35, "word": " واحد", "probability": 0.992431640625}, {"start": 1595.35, "end": 1595.65, "word": " فقط", "probability": 0.99560546875}, {"start": 1595.65, "end": 1595.81, "word": " ان", "probability": 0.41845703125}, {"start": 1595.81, "end": 1596.11, "word": " احنا", "probability": 0.9069010416666666}, {"start": 1596.11, "end": 1597.39, "word": " lambda", "probability": 0.5107421875}, {"start": 1597.39, "end": 1597.87, "word": " هذه", "probability": 0.38330078125}, {"start": 1597.87, "end": 1598.31, "word": " هي", "probability": 0.82421875}, {"start": 1598.31, "end": 1598.63, "word": " عبارة", "probability": 0.9945068359375}, {"start": 1598.63, "end": 1598.81, "word": " عن", "probability": 0.9892578125}, {"start": 1598.81, "end": 1599.25, "word": " Alpha", "probability": 0.34423828125}, {"start": 1599.25, "end": 1599.97, "word": " على", "probability": 0.8544921875}, {"start": 1599.97, "end": 1601.11, "word": " Phi", "probability": 0.5634765625}, {"start": 1601.11, "end": 1601.79, "word": " بس", "probability": 0.961181640625}, {"start": 1601.79, "end": 1601.99, "word": " لا", "probability": 0.6650390625}, {"start": 1601.99, "end": 1602.43, "word": " اكثر", "probability": 0.8028971354166666}, {"start": 1602.43, "end": 1602.87, "word": " ولا", "probability": 0.9521484375}, {"start": 1602.87, "end": 1603.29, "word": " اقل", "probability": 0.95849609375}, {"start": 1603.29, "end": 1604.15, "word": " Alpha", "probability": 0.91455078125}, {"start": 1604.15, "end": 1604.63, "word": " على", "probability": 0.900390625}, {"start": 1604.63, "end": 1604.93, "word": " Phi", "probability": 0.84033203125}, {"start": 1604.93, "end": 1606.35, "word": " فحسبها", "probability": 0.982421875}, {"start": 1606.35, "end": 1606.71, "word": " ك", "probability": 0.97265625}, {"start": 1606.71, "end": 1606.91, "word": " lambda", "probability": 0.546875}, {"start": 1606.91, "end": 1607.25, "word": " بحيث", "probability": 0.963134765625}, {"start": 1607.25, "end": 1607.43, "word": " انه", "probability": 0.905029296875}, {"start": 1607.43, "end": 1607.65, "word": " دائما", "probability": 0.84814453125}, {"start": 1607.65, "end": 1608.01, "word": " تكون", "probability": 0.964599609375}, {"start": 1608.01, "end": 1609.21, "word": " خمسة", "probability": 0.894775390625}, {"start": 1609.21, "end": 1610.49, "word": " فبيميلوا", "probability": 0.9025390625}, {"start": 1610.49, "end": 1610.65, "word": " انه", "probability": 0.6591796875}, {"start": 1610.65, "end": 1611.25, "word": " يستخدموها", "probability": 0.988037109375}, {"start": 1611.25, "end": 1612.29, "word": " بشكل", "probability": 0.9874674479166666}], "temperature": 1.0}, {"id": 70, "seek": 164056, "start": 1613.64, "end": 1640.56, "text": "متعرف عليه قيمته خمسة قيمة خمسة لأن بعد ما عملنا قيمة خمسة بناخد common عامل مشترك على اعتبار ان انتوا اذا بدنا ناخدها كانت Alpha في X في Y X I في Y J كانت ناقص من Phi وكنا نضربها في من Phi في Y J في W I و J هذه كانت قيمة Delta", "tokens": [2304, 2655, 3615, 28480, 47356, 12174, 32640, 47395, 16490, 2304, 3794, 3660, 12174, 32640, 3660, 16490, 2304, 3794, 3660, 5296, 33456, 39182, 19446, 6225, 42213, 8315, 12174, 32640, 3660, 16490, 2304, 3794, 3660, 44945, 47283, 3215, 2689, 6225, 10943, 1211, 37893, 2655, 31747, 15844, 1975, 34268, 3555, 9640, 16472, 16472, 2655, 14407, 1975, 15730, 47525, 8315, 8717, 47283, 3215, 11296, 25961, 2655, 20588, 8978, 1783, 8978, 398, 1783, 286, 8978, 398, 508, 25961, 2655, 8717, 995, 4587, 9381, 9154, 41435, 4032, 4117, 8315, 8717, 11242, 25513, 11296, 8978, 9154, 41435, 8978, 398, 508, 8978, 343, 286, 4032, 508, 29538, 25961, 2655, 12174, 32640, 3660, 18183], "avg_logprob": -0.17614977117979302, "compression_ratio": 1.7815533980582525, "no_speech_prob": 1.3887882232666016e-05, "words": [{"start": 1613.64, "end": 1614.36, "word": "متعرف", "probability": 0.8035888671875}, {"start": 1614.36, "end": 1614.68, "word": " عليه", "probability": 0.9169921875}, {"start": 1614.68, "end": 1615.08, "word": " قيمته", "probability": 0.9576822916666666}, {"start": 1615.08, "end": 1615.58, "word": " خمسة", "probability": 0.87841796875}, {"start": 1615.58, "end": 1616.1, "word": " قيمة", "probability": 0.7473958333333334}, {"start": 1616.1, "end": 1616.9, "word": " خمسة", "probability": 0.9708251953125}, {"start": 1616.9, "end": 1617.3, "word": " لأن", "probability": 0.74267578125}, {"start": 1617.3, "end": 1618.06, "word": " بعد", "probability": 0.94970703125}, {"start": 1618.06, "end": 1618.2, "word": " ما", "probability": 0.951171875}, {"start": 1618.2, "end": 1618.66, "word": " عملنا", "probability": 0.9817708333333334}, {"start": 1618.66, "end": 1619.08, "word": " قيمة", "probability": 0.9669596354166666}, {"start": 1619.08, "end": 1620.08, "word": " خمسة", "probability": 0.9671630859375}, {"start": 1620.08, "end": 1620.96, "word": " بناخد", "probability": 0.7309163411458334}, {"start": 1620.96, "end": 1621.32, "word": " common", "probability": 0.951171875}, {"start": 1621.32, "end": 1621.86, "word": " عامل", "probability": 0.9505208333333334}, {"start": 1621.86, "end": 1622.3, "word": " مشترك", "probability": 0.9622395833333334}, {"start": 1622.3, "end": 1622.66, "word": " على", "probability": 0.85546875}, {"start": 1622.66, "end": 1622.98, "word": " اعتبار", "probability": 0.9683837890625}, {"start": 1622.98, "end": 1623.1, "word": " ان", "probability": 0.638671875}, {"start": 1623.1, "end": 1623.28, "word": " انتوا", "probability": 0.708984375}, {"start": 1623.28, "end": 1623.68, "word": " اذا", "probability": 0.766845703125}, {"start": 1623.68, "end": 1624.12, "word": " بدنا", "probability": 0.943603515625}, {"start": 1624.12, "end": 1624.54, "word": " ناخدها", "probability": 0.994384765625}, {"start": 1624.54, "end": 1624.88, "word": " كانت", "probability": 0.957275390625}, {"start": 1624.88, "end": 1625.2, "word": " Alpha", "probability": 0.5615234375}, {"start": 1625.2, "end": 1625.86, "word": " في", "probability": 0.95263671875}, {"start": 1625.86, "end": 1626.26, "word": " X", "probability": 0.80517578125}, {"start": 1626.26, "end": 1627.38, "word": " في", "probability": 0.97216796875}, {"start": 1627.38, "end": 1627.7, "word": " Y", "probability": 0.9814453125}, {"start": 1627.7, "end": 1628.6, "word": " X", "probability": 0.230224609375}, {"start": 1628.6, "end": 1628.96, "word": " I", "probability": 0.3330078125}, {"start": 1628.96, "end": 1629.5, "word": " في", "probability": 0.97998046875}, {"start": 1629.5, "end": 1629.76, "word": " Y", "probability": 0.9619140625}, {"start": 1629.76, "end": 1630.18, "word": " J", "probability": 0.65234375}, {"start": 1630.18, "end": 1630.9, "word": " كانت", "probability": 0.976318359375}, {"start": 1630.9, "end": 1631.52, "word": " ناقص", "probability": 0.987548828125}, {"start": 1631.52, "end": 1631.82, "word": " من", "probability": 0.73486328125}, {"start": 1631.82, "end": 1632.36, "word": " Phi", "probability": 0.70751953125}, {"start": 1632.36, "end": 1633.14, "word": " وكنا", "probability": 0.8251953125}, {"start": 1633.14, "end": 1633.48, "word": " نضربها", "probability": 0.82159423828125}, {"start": 1633.48, "end": 1633.6, "word": " في", "probability": 0.8017578125}, {"start": 1633.6, "end": 1633.72, "word": " من", "probability": 0.3330078125}, {"start": 1633.72, "end": 1634.04, "word": " Phi", "probability": 0.91357421875}, {"start": 1634.04, "end": 1634.58, "word": " في", "probability": 0.91064453125}, {"start": 1634.58, "end": 1635.14, "word": " Y", "probability": 0.92626953125}, {"start": 1635.14, "end": 1635.76, "word": " J", "probability": 0.83544921875}, {"start": 1635.76, "end": 1636.18, "word": " في", "probability": 0.87353515625}, {"start": 1636.18, "end": 1636.68, "word": " W", "probability": 0.96240234375}, {"start": 1636.68, "end": 1637.38, "word": " I", "probability": 0.96533203125}, {"start": 1637.38, "end": 1637.9, "word": " و", "probability": 0.7216796875}, {"start": 1637.9, "end": 1638.1, "word": " J", "probability": 0.53076171875}, {"start": 1638.1, "end": 1639.1, "word": " هذه", "probability": 0.58544921875}, {"start": 1639.1, "end": 1639.4, "word": " كانت", "probability": 0.982177734375}, {"start": 1639.4, "end": 1639.84, "word": " قيمة", "probability": 0.9947916666666666}, {"start": 1639.84, "end": 1640.56, "word": " Delta", "probability": 0.75634765625}], "temperature": 1.0}, {"id": 71, "seek": 166987, "start": 1641.77, "end": 1669.87, "text": "W I و J لما نقول انه ال Alpha هي عبارة عن Phi في Lambda على Phi Lambda على Phi و ناخد common Phi في Y فخلينا ناخد هنا Phi في Y J ايش بيضل عندى هنا Alpha على Phi", "tokens": [54, 286, 4032, 508, 5296, 15042, 8717, 39648, 16472, 3224, 2423, 20588, 39896, 6225, 3555, 9640, 3660, 18871, 41435, 8978, 45691, 15844, 41435, 45691, 15844, 41435, 4032, 8717, 47283, 3215, 2689, 41435, 8978, 398, 6156, 9778, 1211, 9957, 995, 8717, 47283, 3215, 34105, 41435, 8978, 398, 508, 1975, 1829, 8592, 4724, 1829, 11242, 1211, 43242, 7578, 34105, 20588, 15844, 41435], "avg_logprob": -0.278432379003431, "compression_ratio": 1.5369127516778522, "no_speech_prob": 5.662441253662109e-06, "words": [{"start": 1641.77, "end": 1642.19, "word": "W", "probability": 0.307373046875}, {"start": 1642.19, "end": 1642.69, "word": " I", "probability": 0.57763671875}, {"start": 1642.69, "end": 1643.05, "word": " و", "probability": 0.755859375}, {"start": 1643.05, "end": 1643.25, "word": " J", "probability": 0.751953125}, {"start": 1643.25, "end": 1645.21, "word": " لما", "probability": 0.63818359375}, {"start": 1645.21, "end": 1645.49, "word": " نقول", "probability": 0.970703125}, {"start": 1645.49, "end": 1645.97, "word": " انه", "probability": 0.390625}, {"start": 1645.97, "end": 1646.75, "word": " ال", "probability": 0.75830078125}, {"start": 1646.75, "end": 1647.05, "word": " Alpha", "probability": 0.3994140625}, {"start": 1647.05, "end": 1647.33, "word": " هي", "probability": 0.89990234375}, {"start": 1647.33, "end": 1647.63, "word": " عبارة", "probability": 0.87939453125}, {"start": 1647.63, "end": 1647.83, "word": " عن", "probability": 0.98486328125}, {"start": 1647.83, "end": 1648.21, "word": " Phi", "probability": 0.256591796875}, {"start": 1648.21, "end": 1649.71, "word": " في", "probability": 0.401123046875}, {"start": 1649.71, "end": 1652.05, "word": " Lambda", "probability": 0.79541015625}, {"start": 1652.05, "end": 1652.65, "word": " على", "probability": 0.75537109375}, {"start": 1652.65, "end": 1654.11, "word": " Phi", "probability": 0.7802734375}, {"start": 1654.11, "end": 1654.57, "word": " Lambda", "probability": 0.74951171875}, {"start": 1654.57, "end": 1654.85, "word": " على", "probability": 0.83740234375}, {"start": 1654.85, "end": 1655.51, "word": " Phi", "probability": 0.94873046875}, {"start": 1655.51, "end": 1655.83, "word": " و", "probability": 0.861328125}, {"start": 1655.83, "end": 1656.39, "word": " ناخد", "probability": 0.9391276041666666}, {"start": 1656.39, "end": 1657.05, "word": " common", "probability": 0.783203125}, {"start": 1657.05, "end": 1658.53, "word": " Phi", "probability": 0.90380859375}, {"start": 1658.53, "end": 1659.53, "word": " في", "probability": 0.97802734375}, {"start": 1659.53, "end": 1659.81, "word": " Y", "probability": 0.9453125}, {"start": 1659.81, "end": 1660.99, "word": " فخلينا", "probability": 0.8095703125}, {"start": 1660.99, "end": 1661.29, "word": " ناخد", "probability": 0.9930013020833334}, {"start": 1661.29, "end": 1661.53, "word": " هنا", "probability": 0.9638671875}, {"start": 1661.53, "end": 1662.43, "word": " Phi", "probability": 0.96044921875}, {"start": 1662.43, "end": 1663.65, "word": " في", "probability": 0.97998046875}, {"start": 1663.65, "end": 1664.05, "word": " Y", "probability": 0.96044921875}, {"start": 1664.05, "end": 1664.95, "word": " J", "probability": 0.5859375}, {"start": 1664.95, "end": 1665.51, "word": " ايش", "probability": 0.73193359375}, {"start": 1665.51, "end": 1665.77, "word": " بيضل", "probability": 0.7943115234375}, {"start": 1665.77, "end": 1666.09, "word": " عندى", "probability": 0.687744140625}, {"start": 1666.09, "end": 1666.31, "word": " هنا", "probability": 0.9814453125}, {"start": 1666.31, "end": 1667.31, "word": " Alpha", "probability": 0.92822265625}, {"start": 1667.31, "end": 1667.95, "word": " على", "probability": 0.8515625}, {"start": 1667.95, "end": 1669.87, "word": " Phi", "probability": 0.95751953125}], "temperature": 1.0}, {"id": 72, "seek": 169216, "start": 1670.84, "end": 1692.16, "text": "في X I مظبوط ناقص من W خلاص I و J طيب ال term هذا اتفقنا انه هو قيمة Lambda قيمة ال Lambda تمام فما خدناش ولا انخاف منها هي نفس المعادلة هي هي ولكن لإيجاد علاقة بين", "tokens": [41185, 1783, 286, 3714, 19913, 3555, 2407, 9566, 8717, 995, 4587, 9381, 9154, 343, 16490, 1211, 33546, 286, 4032, 508, 23032, 1829, 3555, 2423, 1433, 23758, 1975, 2655, 5172, 4587, 8315, 16472, 3224, 31439, 12174, 32640, 3660, 45691, 12174, 32640, 3660, 2423, 45691, 46811, 10943, 6156, 15042, 16490, 3215, 1863, 33599, 49429, 16472, 9778, 31845, 9154, 11296, 39896, 8717, 36178, 9673, 3615, 18513, 37977, 39896, 39896, 35525, 19452, 5296, 28814, 1829, 7435, 18513, 11203, 995, 28671, 49374], "avg_logprob": -0.19631410657595366, "compression_ratio": 1.5083798882681565, "no_speech_prob": 6.9141387939453125e-06, "words": [{"start": 1670.84, "end": 1671.14, "word": "في", "probability": 0.65478515625}, {"start": 1671.14, "end": 1671.56, "word": " X", "probability": 0.2880859375}, {"start": 1671.56, "end": 1672.52, "word": " I", "probability": 0.353515625}, {"start": 1672.52, "end": 1673.22, "word": " مظبوط", "probability": 0.853369140625}, {"start": 1673.22, "end": 1674.02, "word": " ناقص", "probability": 0.9315185546875}, {"start": 1674.02, "end": 1674.72, "word": " من", "probability": 0.9775390625}, {"start": 1674.72, "end": 1675.26, "word": " W", "probability": 0.87255859375}, {"start": 1675.26, "end": 1676.52, "word": " خلاص", "probability": 0.8600260416666666}, {"start": 1676.52, "end": 1677.16, "word": " I", "probability": 0.88818359375}, {"start": 1677.16, "end": 1677.56, "word": " و", "probability": 0.68896484375}, {"start": 1677.56, "end": 1677.76, "word": " J", "probability": 0.5625}, {"start": 1677.76, "end": 1678.92, "word": " طيب", "probability": 0.8916015625}, {"start": 1678.92, "end": 1679.26, "word": " ال", "probability": 0.9306640625}, {"start": 1679.26, "end": 1679.46, "word": " term", "probability": 0.919921875}, {"start": 1679.46, "end": 1679.62, "word": " هذا", "probability": 0.6953125}, {"start": 1679.62, "end": 1680.02, "word": " اتفقنا", "probability": 0.9625}, {"start": 1680.02, "end": 1680.22, "word": " انه", "probability": 0.55126953125}, {"start": 1680.22, "end": 1680.38, "word": " هو", "probability": 0.67431640625}, {"start": 1680.38, "end": 1680.9, "word": " قيمة", "probability": 0.9931640625}, {"start": 1680.9, "end": 1682.12, "word": " Lambda", "probability": 0.276611328125}, {"start": 1682.12, "end": 1682.98, "word": " قيمة", "probability": 0.790771484375}, {"start": 1682.98, "end": 1684.12, "word": " ال", "probability": 0.77001953125}, {"start": 1684.12, "end": 1684.42, "word": " Lambda", "probability": 0.8466796875}, {"start": 1684.42, "end": 1684.96, "word": " تمام", "probability": 0.8974609375}, {"start": 1684.96, "end": 1686.68, "word": " فما", "probability": 0.905029296875}, {"start": 1686.68, "end": 1687.36, "word": " خدناش", "probability": 0.68743896484375}, {"start": 1687.36, "end": 1687.58, "word": " ولا", "probability": 0.69677734375}, {"start": 1687.58, "end": 1688.04, "word": " انخاف", "probability": 0.7976888020833334}, {"start": 1688.04, "end": 1688.3, "word": " منها", "probability": 0.986083984375}, {"start": 1688.3, "end": 1688.44, "word": " هي", "probability": 0.81103515625}, {"start": 1688.44, "end": 1688.66, "word": " نفس", "probability": 0.995361328125}, {"start": 1688.66, "end": 1689.16, "word": " المعادلة", "probability": 0.9910888671875}, {"start": 1689.16, "end": 1689.38, "word": " هي", "probability": 0.91943359375}, {"start": 1689.38, "end": 1689.7, "word": " هي", "probability": 0.923828125}, {"start": 1689.7, "end": 1690.48, "word": " ولكن", "probability": 0.8671875}, {"start": 1690.48, "end": 1691.38, "word": " لإيجاد", "probability": 0.948828125}, {"start": 1691.38, "end": 1691.88, "word": " علاقة", "probability": 0.99072265625}, {"start": 1691.88, "end": 1692.16, "word": " بين", "probability": 0.96923828125}], "temperature": 1.0}, {"id": 73, "seek": 172176, "start": 1693.0, "end": 1721.76, "text": "الـ Alpha و الـ Phi و اللي سمناها Phi الـ forgetting factor فإذن كأنني بجيب معامل التذكر على النسيان معامل التذكر على النسيان طيب ال iteration اللي هو اللفات بتاعتنا في اللفة القادمة هنرجع لمين نعمل activation فال activation كانت رقم اتنين بس ال activation الآن هنعملها عالميا على ال W لجديدة W P plus واحد", "tokens": [6027, 39184, 20588, 4032, 2423, 39184, 41435, 4032, 13672, 1829, 8608, 2304, 8315, 11296, 41435, 2423, 39184, 25428, 5952, 6156, 28814, 8848, 1863, 9122, 33456, 22653, 4724, 7435, 1829, 3555, 20449, 10943, 1211, 16712, 8848, 37983, 15844, 28239, 3794, 1829, 7649, 20449, 10943, 1211, 16712, 8848, 37983, 15844, 28239, 3794, 1829, 7649, 23032, 1829, 3555, 2423, 24784, 13672, 1829, 31439, 13672, 5172, 9307, 39894, 995, 34268, 8315, 8978, 13672, 5172, 3660, 25062, 18513, 46007, 8032, 1863, 47341, 3615, 32767, 9957, 8717, 25957, 1211, 24433, 6156, 6027, 24433, 25961, 2655, 12602, 4587, 2304, 1975, 2655, 1863, 9957, 4724, 3794, 2423, 24433, 6024, 48506, 8032, 1863, 25957, 1211, 11296, 6225, 45340, 25528, 15844, 2423, 343, 5296, 7435, 16254, 41891, 343, 430, 1804, 36764, 24401], "avg_logprob": -0.16374491748771047, "compression_ratio": 1.8473282442748091, "no_speech_prob": 3.159046173095703e-06, "words": [{"start": 1693.0, "end": 1693.42, "word": "الـ", "probability": 0.800048828125}, {"start": 1693.42, "end": 1693.74, "word": " Alpha", "probability": 0.36328125}, {"start": 1693.74, "end": 1694.34, "word": " و", "probability": 0.88623046875}, {"start": 1694.34, "end": 1695.54, "word": " الـ", "probability": 0.69580078125}, {"start": 1695.54, "end": 1695.86, "word": " Phi", "probability": 0.77880859375}, {"start": 1695.86, "end": 1696.32, "word": " و", "probability": 0.796875}, {"start": 1696.32, "end": 1696.46, "word": " اللي", "probability": 0.837890625}, {"start": 1696.46, "end": 1697.14, "word": " سمناها", "probability": 0.83905029296875}, {"start": 1697.14, "end": 1697.52, "word": " Phi", "probability": 0.56396484375}, {"start": 1697.52, "end": 1697.74, "word": " الـ", "probability": 0.69921875}, {"start": 1697.74, "end": 1698.02, "word": " forgetting", "probability": 0.28759765625}, {"start": 1698.02, "end": 1699.68, "word": " factor", "probability": 0.865234375}, {"start": 1699.68, "end": 1700.1, "word": " فإذن", "probability": 0.7247314453125}, {"start": 1700.1, "end": 1700.38, "word": " كأنني", "probability": 0.6621907552083334}, {"start": 1700.38, "end": 1700.62, "word": " بجيب", "probability": 0.9349365234375}, {"start": 1700.62, "end": 1701.26, "word": " معامل", "probability": 0.9562174479166666}, {"start": 1701.26, "end": 1702.7, "word": " التذكر", "probability": 0.9542643229166666}, {"start": 1702.7, "end": 1702.92, "word": " على", "probability": 0.8310546875}, {"start": 1702.92, "end": 1703.44, "word": " النسيان", "probability": 0.939697265625}, {"start": 1703.44, "end": 1703.88, "word": " معامل", "probability": 0.8447265625}, {"start": 1703.88, "end": 1704.4, "word": " التذكر", "probability": 0.9671223958333334}, {"start": 1704.4, "end": 1704.68, "word": " على", "probability": 0.94140625}, {"start": 1704.68, "end": 1705.42, "word": " النسيان", "probability": 0.908203125}, {"start": 1705.42, "end": 1706.4, "word": " طيب", "probability": 0.9220377604166666}, {"start": 1706.4, "end": 1706.9, "word": " ال", "probability": 0.9716796875}, {"start": 1706.9, "end": 1707.36, "word": " iteration", "probability": 0.74755859375}, {"start": 1707.36, "end": 1707.76, "word": " اللي", "probability": 0.968017578125}, {"start": 1707.76, "end": 1708.0, "word": " هو", "probability": 0.986328125}, {"start": 1708.0, "end": 1709.3, "word": " اللفات", "probability": 0.9724934895833334}, {"start": 1709.3, "end": 1709.76, "word": " بتاعتنا", "probability": 0.951416015625}, {"start": 1709.76, "end": 1709.96, "word": " في", "probability": 0.845703125}, {"start": 1709.96, "end": 1710.28, "word": " اللفة", "probability": 0.9864908854166666}, {"start": 1710.28, "end": 1710.72, "word": " القادمة", "probability": 0.9910481770833334}, {"start": 1710.72, "end": 1711.24, "word": " هنرجع", "probability": 0.919921875}, {"start": 1711.24, "end": 1711.58, "word": " لمين", "probability": 0.793212890625}, {"start": 1711.58, "end": 1711.88, "word": " نعمل", "probability": 0.9689127604166666}, {"start": 1711.88, "end": 1712.42, "word": " activation", "probability": 0.927734375}, {"start": 1712.42, "end": 1712.94, "word": " فال", "probability": 0.926025390625}, {"start": 1712.94, "end": 1713.22, "word": " activation", "probability": 0.98046875}, {"start": 1713.22, "end": 1713.64, "word": " كانت", "probability": 0.98193359375}, {"start": 1713.64, "end": 1713.86, "word": " رقم", "probability": 0.9861653645833334}, {"start": 1713.86, "end": 1714.26, "word": " اتنين", "probability": 0.86962890625}, {"start": 1714.26, "end": 1714.66, "word": " بس", "probability": 0.982421875}, {"start": 1714.66, "end": 1714.78, "word": " ال", "probability": 0.97900390625}, {"start": 1714.78, "end": 1715.1, "word": " activation", "probability": 0.96875}, {"start": 1715.1, "end": 1715.54, "word": " الآن", "probability": 0.6124267578125}, {"start": 1715.54, "end": 1716.02, "word": " هنعملها", "probability": 0.98583984375}, {"start": 1716.02, "end": 1716.42, "word": " عالميا", "probability": 0.7032063802083334}, {"start": 1716.42, "end": 1717.08, "word": " على", "probability": 0.7568359375}, {"start": 1717.08, "end": 1717.24, "word": " ال", "probability": 0.91357421875}, {"start": 1717.24, "end": 1717.68, "word": " W", "probability": 0.63720703125}, {"start": 1717.68, "end": 1718.76, "word": " لجديدة", "probability": 0.9158935546875}, {"start": 1718.76, "end": 1719.88, "word": " W", "probability": 0.7451171875}, {"start": 1719.88, "end": 1720.76, "word": " P", "probability": 0.6875}, {"start": 1720.76, "end": 1721.16, "word": " plus", "probability": 0.23095703125}, {"start": 1721.16, "end": 1721.76, "word": " واحد", "probability": 0.904296875}], "temperature": 1.0}, {"id": 74, "seek": 174950, "start": 1722.58, "end": 1749.5, "text": "صارت .. صارت P plus one P plus one تمام فهذه هي ال iteration هاتوا نشوف مثال هاتوا نشوف مثال المثال هذا بشكل أساسي هيكون زي ما احنا شايفينه عندنا خمسة factors .. factors الخمسة factors هدول بدنا نعرف الشبكة عليهم", "tokens": [9381, 9640, 2655, 4386, 20328, 9640, 2655, 430, 1804, 472, 430, 1804, 472, 46811, 10943, 6156, 3224, 24192, 39896, 2423, 24784, 8032, 9307, 14407, 8717, 8592, 38688, 50113, 6027, 8032, 9307, 14407, 8717, 8592, 38688, 50113, 6027, 9673, 12984, 6027, 23758, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 39896, 30544, 30767, 1829, 19446, 1975, 5016, 8315, 13412, 995, 33911, 9957, 3224, 43242, 8315, 16490, 2304, 3794, 3660, 6771, 4386, 6771, 33962, 2304, 3794, 3660, 6771, 8032, 3215, 12610, 47525, 8315, 8717, 3615, 28480, 25124, 3555, 4117, 3660, 25894, 16095], "avg_logprob": -0.19027777661879858, "compression_ratio": 1.7216494845360826, "no_speech_prob": 2.4437904357910156e-06, "words": [{"start": 1722.58, "end": 1723.14, "word": "صارت", "probability": 0.81298828125}, {"start": 1723.14, "end": 1723.52, "word": " ..", "probability": 0.1207275390625}, {"start": 1723.52, "end": 1724.04, "word": " صارت", "probability": 0.9405924479166666}, {"start": 1724.04, "end": 1724.28, "word": " P", "probability": 0.56298828125}, {"start": 1724.28, "end": 1724.72, "word": " plus", "probability": 0.19384765625}, {"start": 1724.72, "end": 1725.02, "word": " one", "probability": 0.53515625}, {"start": 1725.02, "end": 1725.5, "word": " P", "probability": 0.33740234375}, {"start": 1725.5, "end": 1725.88, "word": " plus", "probability": 0.94189453125}, {"start": 1725.88, "end": 1726.12, "word": " one", "probability": 0.96142578125}, {"start": 1726.12, "end": 1726.5, "word": " تمام", "probability": 0.8955078125}, {"start": 1726.5, "end": 1727.6, "word": " فهذه", "probability": 0.8629557291666666}, {"start": 1727.6, "end": 1727.72, "word": " هي", "probability": 0.95703125}, {"start": 1727.72, "end": 1727.78, "word": " ال", "probability": 0.83740234375}, {"start": 1727.78, "end": 1728.18, "word": " iteration", "probability": 0.7080078125}, {"start": 1728.18, "end": 1728.78, "word": " هاتوا", "probability": 0.5314127604166666}, {"start": 1728.78, "end": 1728.96, "word": " نشوف", "probability": 0.9957682291666666}, {"start": 1728.96, "end": 1729.34, "word": " مثال", "probability": 0.905029296875}, {"start": 1729.34, "end": 1731.04, "word": " هاتوا", "probability": 0.908203125}, {"start": 1731.04, "end": 1731.22, "word": " نشوف", "probability": 0.9983723958333334}, {"start": 1731.22, "end": 1731.6, "word": " مثال", "probability": 0.945068359375}, {"start": 1731.6, "end": 1732.22, "word": " المثال", "probability": 0.8668619791666666}, {"start": 1732.22, "end": 1732.36, "word": " هذا", "probability": 0.71044921875}, {"start": 1732.36, "end": 1733.34, "word": " بشكل", "probability": 0.9617513020833334}, {"start": 1733.34, "end": 1733.9, "word": " أساسي", "probability": 0.97216796875}, {"start": 1733.9, "end": 1734.42, "word": " هيكون", "probability": 0.842041015625}, {"start": 1734.42, "end": 1734.56, "word": " زي", "probability": 0.948974609375}, {"start": 1734.56, "end": 1734.64, "word": " ما", "probability": 0.9599609375}, {"start": 1734.64, "end": 1734.76, "word": " احنا", "probability": 0.8416341145833334}, {"start": 1734.76, "end": 1735.06, "word": " شايفينه", "probability": 0.75576171875}, {"start": 1735.06, "end": 1735.56, "word": " عندنا", "probability": 0.6934814453125}, {"start": 1735.56, "end": 1736.62, "word": " خمسة", "probability": 0.963134765625}, {"start": 1736.62, "end": 1739.76, "word": " factors", "probability": 0.87841796875}, {"start": 1739.76, "end": 1739.84, "word": " ..", "probability": 0.389404296875}, {"start": 1739.84, "end": 1741.08, "word": " factors", "probability": 0.8046875}, {"start": 1741.08, "end": 1741.74, "word": " الخمسة", "probability": 0.951416015625}, {"start": 1741.74, "end": 1742.1, "word": " factors", "probability": 0.9912109375}, {"start": 1742.1, "end": 1743.04, "word": " هدول", "probability": 0.9132486979166666}, {"start": 1743.04, "end": 1747.3, "word": " بدنا", "probability": 0.967529296875}, {"start": 1747.3, "end": 1748.04, "word": " نعرف", "probability": 0.7937825520833334}, {"start": 1748.04, "end": 1749.04, "word": " الشبكة", "probability": 0.9866943359375}, {"start": 1749.04, "end": 1749.5, "word": " عليهم", "probability": 0.984619140625}], "temperature": 1.0}, {"id": 75, "seek": 178092, "start": 1760.74, "end": 1780.92, "text": "ال fact اللي ال vector الأول من ال five vectors هدول هو x1 فهذا input أول، sample أولى، فيها خمسة vector، خمسة elements في ال vector نفسه، فيه خمسة elements، التانية خمسة elements، تالتة خمسة elements، كله خمسات، فإذا كأنه لل neural network هي عبارة عن خمسة في ال input", "tokens": [6027, 1186, 13672, 1829, 2423, 8062, 16247, 12610, 9154, 2423, 1732, 18875, 8032, 3215, 12610, 31439, 2031, 16, 6156, 3224, 15730, 4846, 5551, 12610, 12399, 6889, 5551, 12610, 7578, 12399, 8978, 11296, 16490, 2304, 3794, 3660, 8062, 12399, 16490, 2304, 3794, 3660, 4959, 8978, 2423, 8062, 8717, 36178, 3224, 12399, 8978, 3224, 16490, 2304, 3794, 3660, 4959, 12399, 16712, 7649, 10632, 16490, 2304, 3794, 3660, 4959, 12399, 6055, 6027, 2655, 3660, 16490, 2304, 3794, 3660, 4959, 12399, 28242, 3224, 16490, 2304, 3794, 9307, 12399, 6156, 28814, 15730, 9122, 33456, 3224, 24976, 18161, 3209, 39896, 6225, 3555, 9640, 3660, 18871, 16490, 2304, 3794, 3660, 8978, 2423, 4846], "avg_logprob": -0.16910046450445584, "compression_ratio": 1.8894230769230769, "no_speech_prob": 1.6093254089355469e-06, "words": [{"start": 1760.74, "end": 1761.06, "word": "ال", "probability": 0.912109375}, {"start": 1761.06, "end": 1761.48, "word": " fact", "probability": 0.1795654296875}, {"start": 1761.48, "end": 1761.8, "word": " اللي", "probability": 0.6510009765625}, {"start": 1761.8, "end": 1762.18, "word": " ال", "probability": 0.7041015625}, {"start": 1762.18, "end": 1762.5, "word": " vector", "probability": 0.9052734375}, {"start": 1762.5, "end": 1763.04, "word": " الأول", "probability": 0.94921875}, {"start": 1763.04, "end": 1764.12, "word": " من", "probability": 0.53125}, {"start": 1764.12, "end": 1764.28, "word": " ال", "probability": 0.9677734375}, {"start": 1764.28, "end": 1764.46, "word": " five", "probability": 0.70849609375}, {"start": 1764.46, "end": 1764.88, "word": " vectors", "probability": 0.95703125}, {"start": 1764.88, "end": 1765.26, "word": " هدول", "probability": 0.9611002604166666}, {"start": 1765.26, "end": 1765.74, "word": " هو", "probability": 0.93896484375}, {"start": 1765.74, "end": 1766.26, "word": " x1", "probability": 0.672119140625}, {"start": 1766.26, "end": 1766.62, "word": " فهذا", "probability": 0.715087890625}, {"start": 1766.62, "end": 1767.02, "word": " input", "probability": 0.95263671875}, {"start": 1767.02, "end": 1768.26, "word": " أول،", "probability": 0.7073567708333334}, {"start": 1768.26, "end": 1768.64, "word": " sample", "probability": 0.60595703125}, {"start": 1768.64, "end": 1769.64, "word": " أولى،", "probability": 0.779052734375}, {"start": 1769.64, "end": 1769.94, "word": " فيها", "probability": 0.9560546875}, {"start": 1769.94, "end": 1770.44, "word": " خمسة", "probability": 0.9404296875}, {"start": 1770.44, "end": 1771.24, "word": " vector،", "probability": 0.605224609375}, {"start": 1771.24, "end": 1771.64, "word": " خمسة", "probability": 0.8790283203125}, {"start": 1771.64, "end": 1772.0, "word": " elements", "probability": 0.91259765625}, {"start": 1772.0, "end": 1772.4, "word": " في", "probability": 0.83642578125}, {"start": 1772.4, "end": 1772.5, "word": " ال", "probability": 0.96142578125}, {"start": 1772.5, "end": 1772.74, "word": " vector", "probability": 0.98583984375}, {"start": 1772.74, "end": 1773.5, "word": " نفسه،", "probability": 0.959228515625}, {"start": 1773.5, "end": 1773.66, "word": " فيه", "probability": 0.65185546875}, {"start": 1773.66, "end": 1773.94, "word": " خمسة", "probability": 0.9625244140625}, {"start": 1773.94, "end": 1774.62, "word": " elements،", "probability": 0.8974609375}, {"start": 1774.62, "end": 1775.02, "word": " التانية", "probability": 0.9264322916666666}, {"start": 1775.02, "end": 1775.34, "word": " خمسة", "probability": 0.984130859375}, {"start": 1775.34, "end": 1775.76, "word": " elements،", "probability": 0.9482421875}, {"start": 1775.76, "end": 1776.02, "word": " تالتة", "probability": 0.8902587890625}, {"start": 1776.02, "end": 1776.3, "word": " خمسة", "probability": 0.9925537109375}, {"start": 1776.3, "end": 1776.66, "word": " elements،", "probability": 0.910400390625}, {"start": 1776.66, "end": 1777.5, "word": " كله", "probability": 0.9384765625}, {"start": 1777.5, "end": 1778.0, "word": " خمسات،", "probability": 0.9265625}, {"start": 1778.0, "end": 1778.24, "word": " فإذا", "probability": 0.8359375}, {"start": 1778.24, "end": 1778.72, "word": " كأنه", "probability": 0.9109700520833334}, {"start": 1778.72, "end": 1778.82, "word": " لل", "probability": 0.400146484375}, {"start": 1778.82, "end": 1779.06, "word": " neural", "probability": 0.9072265625}, {"start": 1779.06, "end": 1779.56, "word": " network", "probability": 0.9697265625}, {"start": 1779.56, "end": 1779.74, "word": " هي", "probability": 0.54931640625}, {"start": 1779.74, "end": 1780.02, "word": " عبارة", "probability": 0.99072265625}, {"start": 1780.02, "end": 1780.14, "word": " عن", "probability": 0.9951171875}, {"start": 1780.14, "end": 1780.54, "word": " خمسة", "probability": 0.9896240234375}, {"start": 1780.54, "end": 1780.62, "word": " في", "probability": 0.96435546875}, {"start": 1780.62, "end": 1780.7, "word": " ال", "probability": 0.89404296875}, {"start": 1780.7, "end": 1780.92, "word": " input", "probability": 0.955078125}], "temperature": 1.0}, {"id": 76, "seek": 180659, "start": 1781.93, "end": 1806.59, "text": "ما دم انا باعطي هبنعطي خمسة الهدف منها بتديها تعمل استذكار او matching اتعرف فإذا بدي أكون برضه عندي خمسة في ال output في ال output جيد جدا ممتاز حتى الآن هي ال X وهي ال Y الآن لو مسكنا", "tokens": [15042, 11778, 2304, 1975, 8315, 4724, 45761, 9566, 1829, 8032, 3555, 1863, 3615, 9566, 1829, 16490, 2304, 3794, 3660, 2423, 3224, 3215, 5172, 9154, 11296, 39894, 16254, 11296, 6055, 25957, 1211, 44713, 8848, 4117, 9640, 1975, 2407, 14324, 1975, 2655, 3615, 28480, 6156, 28814, 15730, 4724, 16254, 5551, 30544, 4724, 43042, 3224, 43242, 1829, 16490, 2304, 3794, 3660, 8978, 2423, 5598, 8978, 2423, 5598, 10874, 25708, 10874, 28259, 3714, 2304, 2655, 31377, 11331, 49975, 6024, 48506, 39896, 2423, 1783, 37037, 1829, 2423, 398, 6024, 48506, 45164, 47524, 4117, 8315], "avg_logprob": -0.2678819358348846, "compression_ratio": 1.6436170212765957, "no_speech_prob": 3.814697265625e-06, "words": [{"start": 1781.93, "end": 1782.25, "word": "ما", "probability": 0.144775390625}, {"start": 1782.25, "end": 1782.37, "word": " دم", "probability": 0.707275390625}, {"start": 1782.37, "end": 1782.49, "word": " انا", "probability": 0.7998046875}, {"start": 1782.49, "end": 1782.83, "word": " باعطي", "probability": 0.764892578125}, {"start": 1782.83, "end": 1784.05, "word": " هبنعطي", "probability": 0.7044881184895834}, {"start": 1784.05, "end": 1784.43, "word": " خمسة", "probability": 0.9066162109375}, {"start": 1784.43, "end": 1785.23, "word": " الهدف", "probability": 0.9700927734375}, {"start": 1785.23, "end": 1785.43, "word": " منها", "probability": 0.954833984375}, {"start": 1785.43, "end": 1785.97, "word": " بتديها", "probability": 0.6099446614583334}, {"start": 1785.97, "end": 1787.13, "word": " تعمل", "probability": 0.9423828125}, {"start": 1787.13, "end": 1787.75, "word": " استذكار", "probability": 0.78363037109375}, {"start": 1787.75, "end": 1788.01, "word": " او", "probability": 0.8447265625}, {"start": 1788.01, "end": 1788.47, "word": " matching", "probability": 0.78759765625}, {"start": 1788.47, "end": 1789.43, "word": " اتعرف", "probability": 0.81549072265625}, {"start": 1789.43, "end": 1790.19, "word": " فإذا", "probability": 0.7736002604166666}, {"start": 1790.19, "end": 1790.43, "word": " بدي", "probability": 0.631103515625}, {"start": 1790.43, "end": 1790.69, "word": " أكون", "probability": 0.5758056640625}, {"start": 1790.69, "end": 1791.23, "word": " برضه", "probability": 0.9308268229166666}, {"start": 1791.23, "end": 1792.49, "word": " عندي", "probability": 0.389404296875}, {"start": 1792.49, "end": 1792.85, "word": " خمسة", "probability": 0.980224609375}, {"start": 1792.85, "end": 1792.99, "word": " في", "probability": 0.95556640625}, {"start": 1792.99, "end": 1793.05, "word": " ال", "probability": 0.96728515625}, {"start": 1793.05, "end": 1793.53, "word": " output", "probability": 0.97705078125}, {"start": 1793.53, "end": 1798.41, "word": " في", "probability": 0.7216796875}, {"start": 1798.41, "end": 1798.65, "word": " ال", "probability": 0.9833984375}, {"start": 1798.65, "end": 1799.05, "word": " output", "probability": 0.9921875}, {"start": 1799.05, "end": 1799.49, "word": " جيد", "probability": 0.921142578125}, {"start": 1799.49, "end": 1799.75, "word": " جدا", "probability": 0.995361328125}, {"start": 1799.75, "end": 1800.49, "word": " ممتاز", "probability": 0.861328125}, {"start": 1800.49, "end": 1800.85, "word": " حتى", "probability": 0.878173828125}, {"start": 1800.85, "end": 1801.13, "word": " الآن", "probability": 0.81005859375}, {"start": 1801.13, "end": 1801.39, "word": " هي", "probability": 0.41552734375}, {"start": 1801.39, "end": 1801.55, "word": " ال", "probability": 0.873046875}, {"start": 1801.55, "end": 1801.85, "word": " X", "probability": 0.6748046875}, {"start": 1801.85, "end": 1803.15, "word": " وهي", "probability": 0.802978515625}, {"start": 1803.15, "end": 1803.79, "word": " ال", "probability": 0.96826171875}, {"start": 1803.79, "end": 1804.03, "word": " Y", "probability": 0.966796875}, {"start": 1804.03, "end": 1805.75, "word": " الآن", "probability": 0.65185546875}, {"start": 1805.75, "end": 1806.13, "word": " لو", "probability": 0.9765625}, {"start": 1806.13, "end": 1806.59, "word": " مسكنا", "probability": 0.8294270833333334}], "temperature": 1.0}, {"id": 77, "seek": 181913, "start": 1807.99, "end": 1819.13, "text": "Neuron by Neuron نجد أن الـ Neuron الأول الشكل المدخلاته هي الشكل المدخلاته", "tokens": [45, 13629, 266, 538, 1734, 374, 266, 8717, 7435, 3215, 14739, 2423, 39184, 1734, 374, 266, 16247, 12610, 25124, 28820, 9673, 3215, 9778, 1211, 9307, 3224, 39896, 25124, 28820, 9673, 3215, 9778, 1211, 9307, 3224], "avg_logprob": -0.3107639029622078, "compression_ratio": 1.5324675324675325, "no_speech_prob": 0.0, "words": [{"start": 1807.99, "end": 1809.21, "word": "Neuron", "probability": 0.7290445963541666}, {"start": 1809.21, "end": 1809.39, "word": " by", "probability": 0.8486328125}, {"start": 1809.39, "end": 1810.29, "word": " Neuron", "probability": 0.8269856770833334}, {"start": 1810.29, "end": 1812.55, "word": " نجد", "probability": 0.7396647135416666}, {"start": 1812.55, "end": 1812.75, "word": " أن", "probability": 0.53515625}, {"start": 1812.75, "end": 1812.95, "word": " الـ", "probability": 0.5120849609375}, {"start": 1812.95, "end": 1813.19, "word": " Neuron", "probability": 0.7779134114583334}, {"start": 1813.19, "end": 1813.79, "word": " الأول", "probability": 0.984130859375}, {"start": 1813.79, "end": 1815.07, "word": " الشكل", "probability": 0.767333984375}, {"start": 1815.07, "end": 1816.05, "word": " المدخلاته", "probability": 0.8653157552083334}, {"start": 1816.05, "end": 1816.75, "word": " هي", "probability": 0.1602783203125}, {"start": 1816.75, "end": 1818.47, "word": " الشكل", "probability": 0.7115478515625}, {"start": 1818.47, "end": 1819.13, "word": " المدخلاته", "probability": 0.9736328125}], "temperature": 1.0}, {"id": 78, "seek": 184364, "start": 1820.84, "end": 1843.64, "text": "طيب ليش احنا روحنا ل neuron by neuron؟ لأنه انا قاعد بدي اجسد ال .. ال hypian rule طب hyp كان بتكلم عن ال neuron ماكانش بتكلم عن weights جوا كان بتكلم عن ال neuron نفسها بمعنى انه هل في matching بين two neurons مع بعض عشان اجول علاقة بينهم مش هي كانت الفكرة او مافيش matching", "tokens": [9566, 1829, 3555, 32239, 8592, 1975, 5016, 8315, 12602, 2407, 5016, 8315, 5296, 34090, 538, 34090, 22807, 5296, 33456, 3224, 1975, 8315, 12174, 995, 22488, 4724, 16254, 1975, 7435, 3794, 3215, 2423, 4386, 2423, 7420, 952, 4978, 23032, 3555, 7420, 25961, 39894, 4117, 19528, 18871, 2423, 34090, 19446, 41361, 8592, 39894, 4117, 19528, 18871, 17443, 10874, 14407, 25961, 39894, 4117, 19528, 18871, 2423, 34090, 8717, 36178, 11296, 4724, 2304, 3615, 1863, 7578, 16472, 3224, 8032, 1211, 8978, 14324, 49374, 732, 22027, 20449, 45030, 11242, 6225, 8592, 7649, 1975, 7435, 12610, 11203, 995, 28671, 49374, 16095, 37893, 39896, 25961, 2655, 27188, 4117, 25720, 1975, 2407, 19446, 41185, 8592, 14324], "avg_logprob": -0.18979357743481978, "compression_ratio": 1.7427385892116183, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1820.84, "end": 1821.2, "word": "طيب", "probability": 0.9537760416666666}, {"start": 1821.2, "end": 1821.46, "word": " ليش", "probability": 0.88134765625}, {"start": 1821.46, "end": 1821.66, "word": " احنا", "probability": 0.8994140625}, {"start": 1821.66, "end": 1821.94, "word": " روحنا", "probability": 0.9383544921875}, {"start": 1821.94, "end": 1822.04, "word": " ل", "probability": 0.87841796875}, {"start": 1822.04, "end": 1822.34, "word": " neuron", "probability": 0.76171875}, {"start": 1822.34, "end": 1822.6, "word": " by", "probability": 0.95849609375}, {"start": 1822.6, "end": 1823.64, "word": " neuron؟", "probability": 0.783447265625}, {"start": 1823.64, "end": 1824.0, "word": " لأنه", "probability": 0.8232421875}, {"start": 1824.0, "end": 1824.14, "word": " انا", "probability": 0.6407470703125}, {"start": 1824.14, "end": 1824.36, "word": " قاعد", "probability": 0.8390299479166666}, {"start": 1824.36, "end": 1824.64, "word": " بدي", "probability": 0.75048828125}, {"start": 1824.64, "end": 1825.82, "word": " اجسد", "probability": 0.8919677734375}, {"start": 1825.82, "end": 1826.68, "word": " ال", "probability": 0.98974609375}, {"start": 1826.68, "end": 1826.68, "word": " ..", "probability": 0.69921875}, {"start": 1826.68, "end": 1826.86, "word": " ال", "probability": 0.97021484375}, {"start": 1826.86, "end": 1827.18, "word": " hypian", "probability": 0.237335205078125}, {"start": 1827.18, "end": 1827.48, "word": " rule", "probability": 0.7978515625}, {"start": 1827.48, "end": 1828.16, "word": " طب", "probability": 0.781494140625}, {"start": 1828.16, "end": 1828.48, "word": " hyp", "probability": 0.279541015625}, {"start": 1828.48, "end": 1828.74, "word": " كان", "probability": 0.97021484375}, {"start": 1828.74, "end": 1829.14, "word": " بتكلم", "probability": 0.955078125}, {"start": 1829.14, "end": 1829.36, "word": " عن", "probability": 0.9970703125}, {"start": 1829.36, "end": 1829.5, "word": " ال", "probability": 0.31689453125}, {"start": 1829.5, "end": 1830.02, "word": " neuron", "probability": 0.98681640625}, {"start": 1830.02, "end": 1831.1, "word": " ماكانش", "probability": 0.74560546875}, {"start": 1831.1, "end": 1831.5, "word": " بتكلم", "probability": 0.9220377604166666}, {"start": 1831.5, "end": 1831.72, "word": " عن", "probability": 0.98876953125}, {"start": 1831.72, "end": 1832.0, "word": " weights", "probability": 0.72900390625}, {"start": 1832.0, "end": 1832.34, "word": " جوا", "probability": 0.8671875}, {"start": 1832.34, "end": 1833.1, "word": " كان", "probability": 0.44775390625}, {"start": 1833.1, "end": 1833.44, "word": " بتكلم", "probability": 0.9461263020833334}, {"start": 1833.44, "end": 1833.62, "word": " عن", "probability": 0.99853515625}, {"start": 1833.62, "end": 1833.98, "word": " ال", "probability": 0.94921875}, {"start": 1833.98, "end": 1834.36, "word": " neuron", "probability": 0.9912109375}, {"start": 1834.36, "end": 1834.9, "word": " نفسها", "probability": 0.8470052083333334}, {"start": 1834.9, "end": 1835.32, "word": " بمعنى", "probability": 0.9123046875}, {"start": 1835.32, "end": 1835.6, "word": " انه", "probability": 0.76708984375}, {"start": 1835.6, "end": 1835.9, "word": " هل", "probability": 0.977783203125}, {"start": 1835.9, "end": 1836.02, "word": " في", "probability": 0.93359375}, {"start": 1836.02, "end": 1836.54, "word": " matching", "probability": 0.8857421875}, {"start": 1836.54, "end": 1836.92, "word": " بين", "probability": 0.98828125}, {"start": 1836.92, "end": 1837.6, "word": " two", "probability": 0.947265625}, {"start": 1837.6, "end": 1837.98, "word": " neurons", "probability": 0.982421875}, {"start": 1837.98, "end": 1838.18, "word": " مع", "probability": 0.99609375}, {"start": 1838.18, "end": 1838.5, "word": " بعض", "probability": 0.99755859375}, {"start": 1838.5, "end": 1838.98, "word": " عشان", "probability": 0.9666341145833334}, {"start": 1838.98, "end": 1839.64, "word": " اجول", "probability": 0.8087565104166666}, {"start": 1839.64, "end": 1840.16, "word": " علاقة", "probability": 0.9820963541666666}, {"start": 1840.16, "end": 1840.62, "word": " بينهم", "probability": 0.989501953125}, {"start": 1840.62, "end": 1840.84, "word": " مش", "probability": 0.75830078125}, {"start": 1840.84, "end": 1840.96, "word": " هي", "probability": 0.9609375}, {"start": 1840.96, "end": 1841.2, "word": " كانت", "probability": 0.955078125}, {"start": 1841.2, "end": 1841.54, "word": " الفكرة", "probability": 0.99365234375}, {"start": 1841.54, "end": 1842.4, "word": " او", "probability": 0.711181640625}, {"start": 1842.4, "end": 1843.12, "word": " مافيش", "probability": 0.8644205729166666}, {"start": 1843.12, "end": 1843.64, "word": " matching", "probability": 0.89794921875}], "temperature": 1.0}, {"id": 79, "seek": 187259, "start": 1844.23, "end": 1872.59, "text": "أو ال association معدومة أو قليلة عشان أجلل ال weight بينهم تمام؟ عشان هيك أنا الآن بدي أحط عيني على مين نيورون by نيورون لنيورون الأول إيش مدخلاته؟ صفر و صفر و صفر و صفر و صفر لكل ال five inputs لكل ال five inputs فإذا المتوقع إيش؟ المتوقع هنا", "tokens": [10721, 2407, 2423, 14598, 20449, 3215, 20498, 3660, 34051, 12174, 20292, 37977, 6225, 8592, 7649, 5551, 7435, 1211, 1211, 2423, 3364, 49374, 16095, 46811, 10943, 22807, 6225, 8592, 7649, 39896, 4117, 41850, 6024, 48506, 4724, 16254, 5551, 5016, 9566, 6225, 9957, 1829, 15844, 3714, 9957, 8717, 1829, 13063, 11536, 538, 8717, 1829, 13063, 11536, 5296, 1863, 1829, 13063, 11536, 16247, 12610, 11933, 1829, 8592, 3714, 3215, 9778, 1211, 9307, 3224, 22807, 20328, 5172, 2288, 4032, 20328, 5172, 2288, 4032, 20328, 5172, 2288, 4032, 20328, 5172, 2288, 4032, 20328, 5172, 2288, 5296, 28820, 2423, 1732, 15743, 5296, 28820, 2423, 1732, 15743, 6156, 28814, 15730, 9673, 2655, 30543, 3615, 11933, 1829, 8592, 22807, 9673, 2655, 30543, 3615, 34105], "avg_logprob": -0.1646634656139928, "compression_ratio": 1.8779342723004695, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1844.23, "end": 1844.39, "word": "أو", "probability": 0.8671875}, {"start": 1844.39, "end": 1844.49, "word": " ال", "probability": 0.9365234375}, {"start": 1844.49, "end": 1845.03, "word": " association", "probability": 0.8388671875}, {"start": 1845.03, "end": 1846.25, "word": " معدومة", "probability": 0.9215087890625}, {"start": 1846.25, "end": 1846.69, "word": " أو", "probability": 0.85791015625}, {"start": 1846.69, "end": 1847.55, "word": " قليلة", "probability": 0.96728515625}, {"start": 1847.55, "end": 1848.33, "word": " عشان", "probability": 0.9532877604166666}, {"start": 1848.33, "end": 1849.07, "word": " أجلل", "probability": 0.7301025390625}, {"start": 1849.07, "end": 1849.43, "word": " ال", "probability": 0.939453125}, {"start": 1849.43, "end": 1851.07, "word": " weight", "probability": 0.6494140625}, {"start": 1851.07, "end": 1851.81, "word": " بينهم", "probability": 0.981689453125}, {"start": 1851.81, "end": 1852.25, "word": " تمام؟", "probability": 0.610595703125}, {"start": 1852.25, "end": 1852.59, "word": " عشان", "probability": 0.95849609375}, {"start": 1852.59, "end": 1852.73, "word": " هيك", "probability": 0.6138916015625}, {"start": 1852.73, "end": 1852.83, "word": " أنا", "probability": 0.66259765625}, {"start": 1852.83, "end": 1853.03, "word": " الآن", "probability": 0.5731201171875}, {"start": 1853.03, "end": 1853.25, "word": " بدي", "probability": 0.686767578125}, {"start": 1853.25, "end": 1853.61, "word": " أحط", "probability": 0.9306640625}, {"start": 1853.61, "end": 1853.93, "word": " عيني", "probability": 0.978515625}, {"start": 1853.93, "end": 1854.07, "word": " على", "probability": 0.77197265625}, {"start": 1854.07, "end": 1854.37, "word": " مين", "probability": 0.650390625}, {"start": 1854.37, "end": 1855.67, "word": " نيورون", "probability": 0.68719482421875}, {"start": 1855.67, "end": 1855.89, "word": " by", "probability": 0.74609375}, {"start": 1855.89, "end": 1856.39, "word": " نيورون", "probability": 0.9783935546875}, {"start": 1856.39, "end": 1857.07, "word": " لنيورون", "probability": 0.8642578125}, {"start": 1857.07, "end": 1857.63, "word": " الأول", "probability": 0.980712890625}, {"start": 1857.63, "end": 1857.89, "word": " إيش", "probability": 0.7941080729166666}, {"start": 1857.89, "end": 1858.91, "word": " مدخلاته؟", "probability": 0.9273158482142857}, {"start": 1858.91, "end": 1859.27, "word": " صفر", "probability": 0.95068359375}, {"start": 1859.27, "end": 1859.67, "word": " و", "probability": 0.84765625}, {"start": 1859.67, "end": 1860.01, "word": " صفر", "probability": 0.865234375}, {"start": 1860.01, "end": 1860.37, "word": " و", "probability": 0.94677734375}, {"start": 1860.37, "end": 1860.75, "word": " صفر", "probability": 0.9700520833333334}, {"start": 1860.75, "end": 1861.09, "word": " و", "probability": 0.833984375}, {"start": 1861.09, "end": 1861.41, "word": " صفر", "probability": 0.9534505208333334}, {"start": 1861.41, "end": 1861.69, "word": " و", "probability": 0.95654296875}, {"start": 1861.69, "end": 1862.05, "word": " صفر", "probability": 0.9599609375}, {"start": 1862.05, "end": 1863.01, "word": " لكل", "probability": 0.954345703125}, {"start": 1863.01, "end": 1864.17, "word": " ال", "probability": 0.9482421875}, {"start": 1864.17, "end": 1864.63, "word": " five", "probability": 0.90234375}, {"start": 1864.63, "end": 1866.09, "word": " inputs", "probability": 0.8583984375}, {"start": 1866.09, "end": 1867.15, "word": " لكل", "probability": 0.9306640625}, {"start": 1867.15, "end": 1867.29, "word": " ال", "probability": 0.9599609375}, {"start": 1867.29, "end": 1867.49, "word": " five", "probability": 0.9228515625}, {"start": 1867.49, "end": 1867.85, "word": " inputs", "probability": 0.9052734375}, {"start": 1867.85, "end": 1868.69, "word": " فإذا", "probability": 0.8551432291666666}, {"start": 1868.69, "end": 1870.83, "word": " المتوقع", "probability": 0.9859619140625}, {"start": 1870.83, "end": 1871.53, "word": " إيش؟", "probability": 0.8785400390625}, {"start": 1871.53, "end": 1872.33, "word": " المتوقع", "probability": 0.992431640625}, {"start": 1872.33, "end": 1872.59, "word": " هنا", "probability": 0.99658203125}], "temperature": 1.0}, {"id": 80, "seek": 190133, "start": 1874.47, "end": 1901.33, "text": "هذا التوقع لأنه هو initially إحنا بنعطي ال connection بين كل input و ال output تبعه قيمة عالية و ال other zeros إلى أن يثبت العكس إلى أن يثبت العكس يعني بمبدأيا ال weight بتاعتنا هنا أو مجموعة ال weights matrix بتاعتنا إذا خمسة في خمسة هتكون عبارة عن one one one one one otherwise zeros", "tokens": [3224, 15730, 16712, 30543, 3615, 5296, 33456, 3224, 31439, 9105, 11933, 5016, 8315, 44945, 3615, 9566, 1829, 2423, 4984, 49374, 28242, 4846, 4032, 2423, 5598, 6055, 3555, 3615, 3224, 12174, 32640, 3660, 6225, 6027, 10632, 4032, 2423, 661, 35193, 30731, 14739, 7251, 12984, 3555, 2655, 18863, 4117, 3794, 30731, 14739, 7251, 12984, 3555, 2655, 18863, 4117, 3794, 37495, 22653, 4724, 2304, 44510, 10721, 25528, 2423, 3364, 39894, 995, 34268, 8315, 34105, 34051, 3714, 7435, 2304, 2407, 27884, 2423, 17443, 8141, 39894, 995, 34268, 8315, 11933, 15730, 16490, 2304, 3794, 3660, 8978, 16490, 2304, 3794, 3660, 8032, 2655, 30544, 6225, 3555, 9640, 3660, 18871, 472, 472, 472, 472, 472, 5911, 35193], "avg_logprob": -0.13668355372574953, "compression_ratio": 1.7439024390243902, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 1874.47, "end": 1874.75, "word": "هذا", "probability": 0.91015625}, {"start": 1874.75, "end": 1875.25, "word": " التوقع", "probability": 0.94921875}, {"start": 1875.25, "end": 1875.71, "word": " لأنه", "probability": 0.826171875}, {"start": 1875.71, "end": 1875.87, "word": " هو", "probability": 0.76416015625}, {"start": 1875.87, "end": 1876.37, "word": " initially", "probability": 0.2196044921875}, {"start": 1876.37, "end": 1877.11, "word": " إحنا", "probability": 0.7552897135416666}, {"start": 1877.11, "end": 1877.87, "word": " بنعطي", "probability": 0.9544677734375}, {"start": 1877.87, "end": 1878.13, "word": " ال", "probability": 0.986328125}, {"start": 1878.13, "end": 1878.61, "word": " connection", "probability": 0.8466796875}, {"start": 1878.61, "end": 1879.23, "word": " بين", "probability": 0.96435546875}, {"start": 1879.23, "end": 1879.55, "word": " كل", "probability": 0.9892578125}, {"start": 1879.55, "end": 1880.13, "word": " input", "probability": 0.970703125}, {"start": 1880.13, "end": 1880.37, "word": " و", "probability": 0.61669921875}, {"start": 1880.37, "end": 1880.47, "word": " ال", "probability": 0.52783203125}, {"start": 1880.47, "end": 1880.71, "word": " output", "probability": 0.9599609375}, {"start": 1880.71, "end": 1881.31, "word": " تبعه", "probability": 0.923583984375}, {"start": 1881.31, "end": 1881.95, "word": " قيمة", "probability": 0.9876302083333334}, {"start": 1881.95, "end": 1882.37, "word": " عالية", "probability": 0.9949544270833334}, {"start": 1882.37, "end": 1882.67, "word": " و", "probability": 0.79833984375}, {"start": 1882.67, "end": 1882.77, "word": " ال", "probability": 0.9619140625}, {"start": 1882.77, "end": 1883.01, "word": " other", "probability": 0.6083984375}, {"start": 1883.01, "end": 1883.57, "word": " zeros", "probability": 0.7470703125}, {"start": 1883.57, "end": 1884.21, "word": " إلى", "probability": 0.71630859375}, {"start": 1884.21, "end": 1884.45, "word": " أن", "probability": 0.92333984375}, {"start": 1884.45, "end": 1884.89, "word": " يثبت", "probability": 0.99609375}, {"start": 1884.89, "end": 1885.45, "word": " العكس", "probability": 0.9949544270833334}, {"start": 1885.45, "end": 1885.87, "word": " إلى", "probability": 0.219970703125}, {"start": 1885.87, "end": 1886.03, "word": " أن", "probability": 0.93701171875}, {"start": 1886.03, "end": 1886.51, "word": " يثبت", "probability": 0.9974365234375}, {"start": 1886.51, "end": 1887.93, "word": " العكس", "probability": 0.9969075520833334}, {"start": 1887.93, "end": 1888.39, "word": " يعني", "probability": 0.8779296875}, {"start": 1888.39, "end": 1889.15, "word": " بمبدأيا", "probability": 0.8095703125}, {"start": 1889.15, "end": 1889.69, "word": " ال", "probability": 0.99169921875}, {"start": 1889.69, "end": 1889.97, "word": " weight", "probability": 0.9462890625}, {"start": 1889.97, "end": 1890.49, "word": " بتاعتنا", "probability": 0.903076171875}, {"start": 1890.49, "end": 1890.81, "word": " هنا", "probability": 0.99267578125}, {"start": 1890.81, "end": 1892.21, "word": " أو", "probability": 0.685546875}, {"start": 1892.21, "end": 1892.55, "word": " مجموعة", "probability": 0.98427734375}, {"start": 1892.55, "end": 1892.71, "word": " ال", "probability": 0.99072265625}, {"start": 1892.71, "end": 1892.97, "word": " weights", "probability": 0.6591796875}, {"start": 1892.97, "end": 1893.83, "word": " matrix", "probability": 0.8115234375}, {"start": 1893.83, "end": 1894.71, "word": " بتاعتنا", "probability": 0.982421875}, {"start": 1894.71, "end": 1895.05, "word": " إذا", "probability": 0.9501953125}, {"start": 1895.05, "end": 1895.39, "word": " خمسة", "probability": 0.8819580078125}, {"start": 1895.39, "end": 1895.47, "word": " في", "probability": 0.89208984375}, {"start": 1895.47, "end": 1895.95, "word": " خمسة", "probability": 0.9925537109375}, {"start": 1895.95, "end": 1896.45, "word": " هتكون", "probability": 0.9054361979166666}, {"start": 1896.45, "end": 1896.77, "word": " عبارة", "probability": 0.9718017578125}, {"start": 1896.77, "end": 1896.93, "word": " عن", "probability": 0.99267578125}, {"start": 1896.93, "end": 1897.21, "word": " one", "probability": 0.861328125}, {"start": 1897.21, "end": 1897.93, "word": " one", "probability": 0.6416015625}, {"start": 1897.93, "end": 1898.65, "word": " one", "probability": 0.9287109375}, {"start": 1898.65, "end": 1899.41, "word": " one", "probability": 0.94677734375}, {"start": 1899.41, "end": 1899.91, "word": " one", "probability": 0.82568359375}, {"start": 1899.91, "end": 1900.57, "word": " otherwise", "probability": 0.65576171875}, {"start": 1900.57, "end": 1901.33, "word": " zeros", "probability": 0.763671875}], "temperature": 1.0}, {"id": 81, "seek": 193019, "start": 1903.67, "end": 1930.19, "text": "otherwise هتكون عبارة عن zeros بحيث انه كل input هو قوي لل output تبعه بس هدى by default initially بسمها هل هي الصح؟ لأ مش هي الصح طيب نيجي نتوقع ايش اللى بده يصير فعليا اللى هسير حقيقة انه اذا ال node الاولى zeros معناته هي unactivated معناته هي فعليا", "tokens": [802, 3711, 8032, 2655, 30544, 6225, 3555, 9640, 3660, 18871, 35193, 4724, 5016, 1829, 12984, 16472, 3224, 28242, 4846, 31439, 12174, 45865, 24976, 5598, 6055, 3555, 3615, 3224, 4724, 3794, 8032, 3215, 7578, 538, 7576, 9105, 4724, 38251, 11296, 8032, 1211, 39896, 31767, 5016, 22807, 5296, 10721, 37893, 39896, 31767, 5016, 23032, 1829, 3555, 8717, 1829, 7435, 1829, 8717, 2655, 30543, 3615, 1975, 1829, 8592, 13672, 7578, 47525, 3224, 7251, 9381, 13546, 6156, 3615, 20292, 995, 13672, 7578, 8032, 3794, 13546, 11331, 38436, 28671, 16472, 3224, 1975, 15730, 2423, 9984, 42963, 12610, 7578, 35193, 20449, 8315, 47395, 39896, 517, 23397, 770, 20449, 8315, 47395, 39896, 6156, 3615, 20292, 995], "avg_logprob": -0.19517046077684921, "compression_ratio": 1.5806451612903225, "no_speech_prob": 1.9073486328125e-06, "words": [{"start": 1903.67, "end": 1904.45, "word": "otherwise", "probability": 0.6793212890625}, {"start": 1904.45, "end": 1905.03, "word": " هتكون", "probability": 0.8751627604166666}, {"start": 1905.03, "end": 1905.41, "word": " عبارة", "probability": 0.98876953125}, {"start": 1905.41, "end": 1905.69, "word": " عن", "probability": 0.9951171875}, {"start": 1905.69, "end": 1906.75, "word": " zeros", "probability": 0.75390625}, {"start": 1906.75, "end": 1907.53, "word": " بحيث", "probability": 0.9779052734375}, {"start": 1907.53, "end": 1907.95, "word": " انه", "probability": 0.679931640625}, {"start": 1907.95, "end": 1908.27, "word": " كل", "probability": 0.9716796875}, {"start": 1908.27, "end": 1909.07, "word": " input", "probability": 0.97265625}, {"start": 1909.07, "end": 1909.63, "word": " هو", "probability": 0.98583984375}, {"start": 1909.63, "end": 1910.09, "word": " قوي", "probability": 0.806640625}, {"start": 1910.09, "end": 1910.43, "word": " لل", "probability": 0.904296875}, {"start": 1910.43, "end": 1910.71, "word": " output", "probability": 0.98681640625}, {"start": 1910.71, "end": 1911.15, "word": " تبعه", "probability": 0.9464111328125}, {"start": 1911.15, "end": 1911.61, "word": " بس", "probability": 0.96240234375}, {"start": 1911.61, "end": 1912.97, "word": " هدى", "probability": 0.4525553385416667}, {"start": 1912.97, "end": 1913.21, "word": " by", "probability": 0.91357421875}, {"start": 1913.21, "end": 1913.79, "word": " default", "probability": 0.984375}, {"start": 1913.79, "end": 1915.05, "word": " initially", "probability": 0.54345703125}, {"start": 1915.05, "end": 1915.61, "word": " بسمها", "probability": 0.5438639322916666}, {"start": 1915.61, "end": 1915.75, "word": " هل", "probability": 0.821533203125}, {"start": 1915.75, "end": 1915.87, "word": " هي", "probability": 0.8984375}, {"start": 1915.87, "end": 1916.31, "word": " الصح؟", "probability": 0.7914225260416666}, {"start": 1916.31, "end": 1916.47, "word": " لأ", "probability": 0.864990234375}, {"start": 1916.47, "end": 1916.57, "word": " مش", "probability": 0.951171875}, {"start": 1916.57, "end": 1916.69, "word": " هي", "probability": 0.8935546875}, {"start": 1916.69, "end": 1917.03, "word": " الصح", "probability": 0.98876953125}, {"start": 1917.03, "end": 1917.63, "word": " طيب", "probability": 0.8797200520833334}, {"start": 1917.63, "end": 1919.47, "word": " نيجي", "probability": 0.76092529296875}, {"start": 1919.47, "end": 1919.99, "word": " نتوقع", "probability": 0.9691162109375}, {"start": 1919.99, "end": 1920.17, "word": " ايش", "probability": 0.7974446614583334}, {"start": 1920.17, "end": 1920.29, "word": " اللى", "probability": 0.77001953125}, {"start": 1920.29, "end": 1920.45, "word": " بده", "probability": 0.533447265625}, {"start": 1920.45, "end": 1920.79, "word": " يصير", "probability": 0.9832356770833334}, {"start": 1920.79, "end": 1921.35, "word": " فعليا", "probability": 0.90869140625}, {"start": 1921.35, "end": 1921.69, "word": " اللى", "probability": 0.948974609375}, {"start": 1921.69, "end": 1922.01, "word": " هسير", "probability": 0.6673177083333334}, {"start": 1922.01, "end": 1922.49, "word": " حقيقة", "probability": 0.9228515625}, {"start": 1922.49, "end": 1923.23, "word": " انه", "probability": 0.9228515625}, {"start": 1923.23, "end": 1923.75, "word": " اذا", "probability": 0.859375}, {"start": 1923.75, "end": 1923.95, "word": " ال", "probability": 0.8583984375}, {"start": 1923.95, "end": 1924.17, "word": " node", "probability": 0.888671875}, {"start": 1924.17, "end": 1924.99, "word": " الاولى", "probability": 0.7386067708333334}, {"start": 1924.99, "end": 1925.85, "word": " zeros", "probability": 0.88330078125}, {"start": 1925.85, "end": 1927.19, "word": " معناته", "probability": 0.9632161458333334}, {"start": 1927.19, "end": 1927.39, "word": " هي", "probability": 0.6455078125}, {"start": 1927.39, "end": 1928.09, "word": " unactivated", "probability": 0.7444661458333334}, {"start": 1928.09, "end": 1928.99, "word": " معناته", "probability": 0.9622395833333334}, {"start": 1928.99, "end": 1929.31, "word": " هي", "probability": 0.8994140625}, {"start": 1929.31, "end": 1930.19, "word": " فعليا", "probability": 0.948486328125}], "temperature": 1.0}, {"id": 82, "seek": 195496, "start": 1930.9, "end": 1954.96, "text": "مش مؤثرة هي دايما صفر هي دايما صفر فمتوقعش انه مجموعة ال ال weights بتاعتها هنا هيكونوا عالين او مؤثرين مش متوقع كتير تمام التانية التانية هتكون عبارة عن ايش", "tokens": [2304, 8592, 3714, 33604, 12984, 25720, 39896, 11778, 47302, 15042, 20328, 5172, 2288, 39896, 11778, 47302, 15042, 20328, 5172, 2288, 6156, 2304, 2655, 30543, 3615, 8592, 16472, 3224, 3714, 7435, 2304, 2407, 27884, 2423, 2423, 17443, 39894, 995, 34268, 11296, 34105, 39896, 30544, 14407, 6225, 6027, 9957, 1975, 2407, 3714, 33604, 49115, 9957, 37893, 44650, 30543, 3615, 9122, 2655, 13546, 46811, 10943, 16712, 7649, 10632, 16712, 7649, 10632, 8032, 2655, 30544, 6225, 3555, 9640, 3660, 18871, 1975, 1829, 8592], "avg_logprob": -0.15146484598517418, "compression_ratio": 1.7375, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 1930.9, "end": 1931.26, "word": "مش", "probability": 0.93359375}, {"start": 1931.26, "end": 1931.84, "word": " مؤثرة", "probability": 0.8780517578125}, {"start": 1931.84, "end": 1932.38, "word": " هي", "probability": 0.52001953125}, {"start": 1932.38, "end": 1932.64, "word": " دايما", "probability": 0.9326171875}, {"start": 1932.64, "end": 1933.08, "word": " صفر", "probability": 0.9635416666666666}, {"start": 1933.08, "end": 1933.72, "word": " هي", "probability": 0.27783203125}, {"start": 1933.72, "end": 1933.96, "word": " دايما", "probability": 0.9537760416666666}, {"start": 1933.96, "end": 1934.36, "word": " صفر", "probability": 0.99365234375}, {"start": 1934.36, "end": 1935.32, "word": " فمتوقعش", "probability": 0.8763020833333334}, {"start": 1935.32, "end": 1935.78, "word": " انه", "probability": 0.68017578125}, {"start": 1935.78, "end": 1936.62, "word": " مجموعة", "probability": 0.91923828125}, {"start": 1936.62, "end": 1936.84, "word": " ال", "probability": 0.99560546875}, {"start": 1936.84, "end": 1937.92, "word": " ال", "probability": 0.25146484375}, {"start": 1937.92, "end": 1938.18, "word": " weights", "probability": 0.82861328125}, {"start": 1938.18, "end": 1938.76, "word": " بتاعتها", "probability": 0.85565185546875}, {"start": 1938.76, "end": 1939.06, "word": " هنا", "probability": 0.984375}, {"start": 1939.06, "end": 1940.64, "word": " هيكونوا", "probability": 0.8391927083333334}, {"start": 1940.64, "end": 1941.02, "word": " عالين", "probability": 0.7713216145833334}, {"start": 1941.02, "end": 1941.16, "word": " او", "probability": 0.925048828125}, {"start": 1941.16, "end": 1942.0, "word": " مؤثرين", "probability": 0.9482421875}, {"start": 1942.0, "end": 1944.28, "word": " مش", "probability": 0.92041015625}, {"start": 1944.28, "end": 1944.78, "word": " متوقع", "probability": 0.9654947916666666}, {"start": 1944.78, "end": 1945.2, "word": " كتير", "probability": 0.9892578125}, {"start": 1945.2, "end": 1946.0, "word": " تمام", "probability": 0.88623046875}, {"start": 1946.0, "end": 1947.0, "word": " التانية", "probability": 0.9539388020833334}, {"start": 1947.0, "end": 1953.94, "word": " التانية", "probability": 0.9563802083333334}, {"start": 1953.94, "end": 1954.24, "word": " هتكون", "probability": 0.94677734375}, {"start": 1954.24, "end": 1954.5, "word": " عبارة", "probability": 0.954833984375}, {"start": 1954.5, "end": 1954.68, "word": " عن", "probability": 0.98681640625}, {"start": 1954.68, "end": 1954.96, "word": " ايش", "probability": 0.771240234375}], "temperature": 1.0}, {"id": 83, "seek": 198487, "start": 1956.67, "end": 1984.87, "text": "صفر واحد صفر صفر واحد تمام التالتة صفر صفر صفر واحد صفر الرابعة صفر صفر واحد صفر صفر الخامسة صفر واحد صفر صفر واحد طب هاتنمسكهم ل neurons هدولة مين ممكن يكون مرتبط مع التاني", "tokens": [9381, 5172, 2288, 36764, 24401, 20328, 5172, 2288, 20328, 5172, 2288, 36764, 24401, 46811, 10943, 16712, 6027, 2655, 3660, 20328, 5172, 2288, 20328, 5172, 2288, 20328, 5172, 2288, 36764, 24401, 20328, 5172, 2288, 34892, 16758, 27884, 20328, 5172, 2288, 20328, 5172, 2288, 36764, 24401, 20328, 5172, 2288, 20328, 5172, 2288, 33962, 10943, 3794, 3660, 20328, 5172, 2288, 36764, 24401, 20328, 5172, 2288, 20328, 5172, 2288, 36764, 24401, 23032, 3555, 8032, 9307, 1863, 2304, 3794, 4117, 16095, 5296, 22027, 8032, 3215, 12610, 3660, 3714, 9957, 3714, 43020, 7251, 30544, 3714, 43500, 3555, 9566, 20449, 16712, 7649, 1829], "avg_logprob": -0.0705541237113402, "compression_ratio": 2.1785714285714284, "no_speech_prob": 0.0, "words": [{"start": 1956.67, "end": 1957.25, "word": "صفر", "probability": 0.7622884114583334}, {"start": 1957.25, "end": 1958.35, "word": " واحد", "probability": 0.911865234375}, {"start": 1958.35, "end": 1959.07, "word": " صفر", "probability": 0.97802734375}, {"start": 1959.07, "end": 1959.81, "word": " صفر", "probability": 0.9895833333333334}, {"start": 1959.81, "end": 1960.95, "word": " واحد", "probability": 0.9892578125}, {"start": 1960.95, "end": 1963.17, "word": " تمام", "probability": 0.92626953125}, {"start": 1963.17, "end": 1964.93, "word": " التالتة", "probability": 0.9493408203125}, {"start": 1964.93, "end": 1967.07, "word": " صفر", "probability": 0.95751953125}, {"start": 1967.07, "end": 1967.61, "word": " صفر", "probability": 0.9957682291666666}, {"start": 1967.61, "end": 1968.25, "word": " صفر", "probability": 0.9964192708333334}, {"start": 1968.25, "end": 1969.17, "word": " واحد", "probability": 0.988037109375}, {"start": 1969.17, "end": 1970.05, "word": " صفر", "probability": 0.9881184895833334}, {"start": 1970.05, "end": 1971.03, "word": " الرابعة", "probability": 0.8917643229166666}, {"start": 1971.03, "end": 1972.33, "word": " صفر", "probability": 0.9749348958333334}, {"start": 1972.33, "end": 1972.81, "word": " صفر", "probability": 0.99658203125}, {"start": 1972.81, "end": 1973.95, "word": " واحد", "probability": 0.994140625}, {"start": 1973.95, "end": 1974.69, "word": " صفر", "probability": 0.9939778645833334}, {"start": 1974.69, "end": 1975.13, "word": " صفر", "probability": 0.9777018229166666}, {"start": 1975.13, "end": 1976.85, "word": " الخامسة", "probability": 0.9691162109375}, {"start": 1976.85, "end": 1977.83, "word": " صفر", "probability": 0.9905598958333334}, {"start": 1977.83, "end": 1978.51, "word": " واحد", "probability": 0.992919921875}, {"start": 1978.51, "end": 1978.89, "word": " صفر", "probability": 0.9972330729166666}, {"start": 1978.89, "end": 1979.19, "word": " صفر", "probability": 0.9930013020833334}, {"start": 1979.19, "end": 1979.61, "word": " واحد", "probability": 0.9951171875}, {"start": 1979.61, "end": 1980.37, "word": " طب", "probability": 0.856201171875}, {"start": 1980.37, "end": 1980.99, "word": " هاتنمسكهم", "probability": 0.8981584821428571}, {"start": 1980.99, "end": 1981.11, "word": " ل", "probability": 0.55078125}, {"start": 1981.11, "end": 1981.39, "word": " neurons", "probability": 0.35791015625}, {"start": 1981.39, "end": 1982.13, "word": " هدولة", "probability": 0.90234375}, {"start": 1982.13, "end": 1982.39, "word": " مين", "probability": 0.833984375}, {"start": 1982.39, "end": 1982.67, "word": " ممكن", "probability": 0.986083984375}, {"start": 1982.67, "end": 1983.05, "word": " يكون", "probability": 0.99462890625}, {"start": 1983.05, "end": 1984.19, "word": " مرتبط", "probability": 0.9925537109375}, {"start": 1984.19, "end": 1984.33, "word": " مع", "probability": 0.99609375}, {"start": 1984.33, "end": 1984.87, "word": " التاني", "probability": 0.9755859375}], "temperature": 1.0}, {"id": 84, "seek": 201198, "start": 1986.22, "end": 2011.98, "text": "أو مشابه للتاني خمس أصفار، في واحد منهم خمس أصفار؟ أطلاقًا مافيش، طيب هنا واحد صفر واحد صفر صفر واحد هو وخمسة هو وخمسة، هفهم إيش؟ هفهم معناته إنه اتنين ال neuron التانية و ال neuron الخامسة في association between them مرتبطين ببعض، لما هذه بتزيد هذه بتزيد", "tokens": [10721, 2407, 37893, 16758, 3224, 24976, 2655, 7649, 1829, 16490, 2304, 3794, 5551, 9381, 5172, 9640, 12399, 8978, 36764, 24401, 9154, 16095, 16490, 2304, 3794, 5551, 9381, 5172, 9640, 22807, 5551, 9566, 15040, 4587, 14111, 995, 19446, 41185, 8592, 12399, 23032, 1829, 3555, 34105, 36764, 24401, 20328, 5172, 2288, 36764, 24401, 20328, 5172, 2288, 20328, 5172, 2288, 36764, 24401, 31439, 4032, 9778, 2304, 3794, 3660, 31439, 4032, 9778, 2304, 3794, 3660, 12399, 8032, 5172, 16095, 11933, 1829, 8592, 22807, 8032, 5172, 16095, 20449, 8315, 47395, 36145, 3224, 1975, 2655, 1863, 9957, 2423, 34090, 16712, 7649, 10632, 4032, 2423, 34090, 33962, 10943, 3794, 3660, 8978, 14598, 1296, 552, 3714, 43500, 3555, 9566, 9957, 4724, 3555, 3615, 11242, 12399, 5296, 15042, 29538, 39894, 11622, 25708, 29538, 39894, 11622, 25708], "avg_logprob": -0.1804199245525524, "compression_ratio": 1.8898678414096917, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 1986.22, "end": 1986.48, "word": "أو", "probability": 0.9052734375}, {"start": 1986.48, "end": 1987.08, "word": " مشابه", "probability": 0.97314453125}, {"start": 1987.08, "end": 1987.78, "word": " للتاني", "probability": 0.9302978515625}, {"start": 1987.78, "end": 1989.4, "word": " خمس", "probability": 0.8600260416666666}, {"start": 1989.4, "end": 1989.94, "word": " أصفار،", "probability": 0.7435546875}, {"start": 1989.94, "end": 1990.0, "word": " في", "probability": 0.5732421875}, {"start": 1990.0, "end": 1990.22, "word": " واحد", "probability": 0.989013671875}, {"start": 1990.22, "end": 1990.44, "word": " منهم", "probability": 0.98681640625}, {"start": 1990.44, "end": 1990.74, "word": " خمس", "probability": 0.9889322916666666}, {"start": 1990.74, "end": 1991.74, "word": " أصفار؟", "probability": 0.97294921875}, {"start": 1991.74, "end": 1992.9, "word": " أطلاقًا", "probability": 0.737548828125}, {"start": 1992.9, "end": 1993.86, "word": " مافيش،", "probability": 0.64129638671875}, {"start": 1993.86, "end": 1994.16, "word": " طيب", "probability": 0.978515625}, {"start": 1994.16, "end": 1994.74, "word": " هنا", "probability": 0.693359375}, {"start": 1994.74, "end": 1995.68, "word": " واحد", "probability": 0.7078857421875}, {"start": 1995.68, "end": 1996.26, "word": " صفر", "probability": 0.8445638020833334}, {"start": 1996.26, "end": 1996.78, "word": " واحد", "probability": 0.693603515625}, {"start": 1996.78, "end": 1997.04, "word": " صفر", "probability": 0.982421875}, {"start": 1997.04, "end": 1997.3, "word": " صفر", "probability": 0.9905598958333334}, {"start": 1997.3, "end": 1997.76, "word": " واحد", "probability": 0.965087890625}, {"start": 1997.76, "end": 1998.32, "word": " هو", "probability": 0.7353515625}, {"start": 1998.32, "end": 1998.98, "word": " وخمسة", "probability": 0.90810546875}, {"start": 1998.98, "end": 2000.4, "word": " هو", "probability": 0.77880859375}, {"start": 2000.4, "end": 2001.3, "word": " وخمسة،", "probability": 0.9168294270833334}, {"start": 2001.3, "end": 2001.66, "word": " هفهم", "probability": 0.92041015625}, {"start": 2001.66, "end": 2002.18, "word": " إيش؟", "probability": 0.7965087890625}, {"start": 2002.18, "end": 2002.48, "word": " هفهم", "probability": 0.9825846354166666}, {"start": 2002.48, "end": 2002.84, "word": " معناته", "probability": 0.9632161458333334}, {"start": 2002.84, "end": 2003.34, "word": " إنه", "probability": 0.6845703125}, {"start": 2003.34, "end": 2004.22, "word": " اتنين", "probability": 0.85211181640625}, {"start": 2004.22, "end": 2004.66, "word": " ال", "probability": 0.435546875}, {"start": 2004.66, "end": 2004.94, "word": " neuron", "probability": 0.1961669921875}, {"start": 2004.94, "end": 2005.52, "word": " التانية", "probability": 0.9435221354166666}, {"start": 2005.52, "end": 2005.84, "word": " و", "probability": 0.7724609375}, {"start": 2005.84, "end": 2005.92, "word": " ال", "probability": 0.708984375}, {"start": 2005.92, "end": 2006.16, "word": " neuron", "probability": 0.98046875}, {"start": 2006.16, "end": 2006.94, "word": " الخامسة", "probability": 0.968017578125}, {"start": 2006.94, "end": 2007.28, "word": " في", "probability": 0.9111328125}, {"start": 2007.28, "end": 2007.76, "word": " association", "probability": 0.91845703125}, {"start": 2007.76, "end": 2008.02, "word": " between", "probability": 0.95166015625}, {"start": 2008.02, "end": 2008.34, "word": " them", "probability": 0.94287109375}, {"start": 2008.34, "end": 2009.8, "word": " مرتبطين", "probability": 0.9685546875}, {"start": 2009.8, "end": 2010.56, "word": " ببعض،", "probability": 0.84609375}, {"start": 2010.56, "end": 2010.78, "word": " لما", "probability": 0.93408203125}, {"start": 2010.78, "end": 2010.98, "word": " هذه", "probability": 0.294677734375}, {"start": 2010.98, "end": 2011.28, "word": " بتزيد", "probability": 0.9583333333333334}, {"start": 2011.28, "end": 2011.42, "word": " هذه", "probability": 0.48974609375}, {"start": 2011.42, "end": 2011.98, "word": " بتزيد", "probability": 0.9793294270833334}], "temperature": 1.0}, {"id": 85, "seek": 203993, "start": 2013.03, "end": 2039.93, "text": "هذه كل ما بتزيد هذه بتزيد هذه معاها امتى في ال sample رقم اتنين في ال input التاني هذه بتزيد هذه بتزيد برضه في الخامس هذه بتزيد هذه برضه بتزيد ايش هنفهم من هذا الكلام هنفهم من هذا الكلام انه فعليا بين ال neuron التانية و الخامسة في ارتباط في ارتباط بمعنى انه القيمة هنا", "tokens": [3224, 24192, 28242, 19446, 39894, 11622, 25708, 29538, 39894, 11622, 25708, 29538, 20449, 995, 11296, 1975, 2304, 49975, 8978, 2423, 6889, 12602, 4587, 2304, 1975, 2655, 1863, 9957, 8978, 2423, 4846, 16712, 7649, 1829, 29538, 39894, 11622, 25708, 29538, 39894, 11622, 25708, 4724, 43042, 3224, 8978, 33962, 10943, 3794, 29538, 39894, 11622, 25708, 29538, 4724, 43042, 3224, 39894, 11622, 25708, 1975, 1829, 8592, 8032, 1863, 5172, 16095, 9154, 23758, 2423, 28820, 10943, 8032, 1863, 5172, 16095, 9154, 23758, 2423, 28820, 10943, 16472, 3224, 6156, 3615, 20292, 995, 49374, 2423, 34090, 16712, 7649, 10632, 4032, 33962, 10943, 3794, 3660, 8978, 1975, 43500, 3555, 41193, 8978, 1975, 43500, 3555, 41193, 4724, 2304, 3615, 1863, 7578, 16472, 3224, 25062, 32640, 3660, 34105], "avg_logprob": -0.14192708780368168, "compression_ratio": 2.3004926108374386, "no_speech_prob": 1.7881393432617188e-06, "words": [{"start": 2013.03, "end": 2013.35, "word": "هذه", "probability": 0.748779296875}, {"start": 2013.35, "end": 2013.51, "word": " كل", "probability": 0.9111328125}, {"start": 2013.51, "end": 2013.61, "word": " ما", "probability": 0.71044921875}, {"start": 2013.61, "end": 2014.01, "word": " بتزيد", "probability": 0.7328287760416666}, {"start": 2014.01, "end": 2014.23, "word": " هذه", "probability": 0.78466796875}, {"start": 2014.23, "end": 2014.59, "word": " بتزيد", "probability": 0.9202473958333334}, {"start": 2014.59, "end": 2014.79, "word": " هذه", "probability": 0.916015625}, {"start": 2014.79, "end": 2015.15, "word": " معاها", "probability": 0.9119466145833334}, {"start": 2015.15, "end": 2015.87, "word": " امتى", "probability": 0.7581380208333334}, {"start": 2015.87, "end": 2016.43, "word": " في", "probability": 0.87939453125}, {"start": 2016.43, "end": 2016.65, "word": " ال", "probability": 0.35498046875}, {"start": 2016.65, "end": 2016.87, "word": " sample", "probability": 0.76806640625}, {"start": 2016.87, "end": 2017.23, "word": " رقم", "probability": 0.8896484375}, {"start": 2017.23, "end": 2017.63, "word": " اتنين", "probability": 0.865966796875}, {"start": 2017.63, "end": 2017.81, "word": " في", "probability": 0.75830078125}, {"start": 2017.81, "end": 2017.89, "word": " ال", "probability": 0.9541015625}, {"start": 2017.89, "end": 2018.11, "word": " input", "probability": 0.9423828125}, {"start": 2018.11, "end": 2018.69, "word": " التاني", "probability": 0.8898111979166666}, {"start": 2018.69, "end": 2019.31, "word": " هذه", "probability": 0.7998046875}, {"start": 2019.31, "end": 2020.13, "word": " بتزيد", "probability": 0.9462890625}, {"start": 2020.13, "end": 2020.33, "word": " هذه", "probability": 0.7060546875}, {"start": 2020.33, "end": 2020.75, "word": " بتزيد", "probability": 0.9479166666666666}, {"start": 2020.75, "end": 2021.33, "word": " برضه", "probability": 0.94189453125}, {"start": 2021.33, "end": 2021.67, "word": " في", "probability": 0.7890625}, {"start": 2021.67, "end": 2023.05, "word": " الخامس", "probability": 0.8668619791666666}, {"start": 2023.05, "end": 2023.45, "word": " هذه", "probability": 0.92138671875}, {"start": 2023.45, "end": 2023.81, "word": " بتزيد", "probability": 0.9733072916666666}, {"start": 2023.81, "end": 2023.97, "word": " هذه", "probability": 0.7626953125}, {"start": 2023.97, "end": 2024.17, "word": " برضه", "probability": 0.9443359375}, {"start": 2024.17, "end": 2024.61, "word": " بتزيد", "probability": 0.97216796875}, {"start": 2024.61, "end": 2025.69, "word": " ايش", "probability": 0.6419270833333334}, {"start": 2025.69, "end": 2026.07, "word": " هنفهم", "probability": 0.904052734375}, {"start": 2026.07, "end": 2026.25, "word": " من", "probability": 0.98486328125}, {"start": 2026.25, "end": 2026.41, "word": " هذا", "probability": 0.97412109375}, {"start": 2026.41, "end": 2026.79, "word": " الكلام", "probability": 0.96142578125}, {"start": 2026.79, "end": 2027.41, "word": " هنفهم", "probability": 0.86248779296875}, {"start": 2027.41, "end": 2027.53, "word": " من", "probability": 0.95849609375}, {"start": 2027.53, "end": 2027.65, "word": " هذا", "probability": 0.98876953125}, {"start": 2027.65, "end": 2028.09, "word": " الكلام", "probability": 0.9793294270833334}, {"start": 2028.09, "end": 2028.67, "word": " انه", "probability": 0.7705078125}, {"start": 2028.67, "end": 2029.25, "word": " فعليا", "probability": 0.9193115234375}, {"start": 2029.25, "end": 2030.33, "word": " بين", "probability": 0.97412109375}, {"start": 2030.33, "end": 2031.11, "word": " ال", "probability": 0.833984375}, {"start": 2031.11, "end": 2031.47, "word": " neuron", "probability": 0.908203125}, {"start": 2031.47, "end": 2032.25, "word": " التانية", "probability": 0.9265950520833334}, {"start": 2032.25, "end": 2033.41, "word": " و", "probability": 0.6181640625}, {"start": 2033.41, "end": 2034.49, "word": " الخامسة", "probability": 0.876708984375}, {"start": 2034.49, "end": 2035.31, "word": " في", "probability": 0.958984375}, {"start": 2035.31, "end": 2036.07, "word": " ارتباط", "probability": 0.9693603515625}, {"start": 2036.07, "end": 2036.67, "word": " في", "probability": 0.69384765625}, {"start": 2036.67, "end": 2037.15, "word": " ارتباط", "probability": 0.9827880859375}, {"start": 2037.15, "end": 2037.77, "word": " بمعنى", "probability": 0.96953125}, {"start": 2037.77, "end": 2038.65, "word": " انه", "probability": 0.9052734375}, {"start": 2038.65, "end": 2039.75, "word": " القيمة", "probability": 0.9187825520833334}, {"start": 2039.75, "end": 2039.93, "word": " هنا", "probability": 0.99560546875}], "temperature": 1.0}, {"id": 86, "seek": 206517, "start": 2041.45, "end": 2065.17, "text": "هتكون جوية اتنين مع نفسها و اتنين مع خمسة بحيث انه كل مهادي كانت عالية انا فاهم انه لازم خمسة برضه تكون عالية لان في رتبات بينهم في رتبات بينهم نفس الكلام لمين لخمسة برضه خمسة مع نفسها و خمسة مع اتنين", "tokens": [3224, 2655, 30544, 10874, 2407, 10632, 1975, 2655, 1863, 9957, 20449, 8717, 36178, 11296, 4032, 1975, 2655, 1863, 9957, 20449, 16490, 2304, 3794, 3660, 4724, 5016, 1829, 12984, 16472, 3224, 28242, 3714, 11296, 16254, 25961, 2655, 6225, 6027, 10632, 1975, 8315, 6156, 995, 16095, 16472, 3224, 5296, 31377, 2304, 16490, 2304, 3794, 3660, 4724, 43042, 3224, 6055, 30544, 6225, 6027, 10632, 5296, 7649, 8978, 12602, 2655, 3555, 9307, 49374, 16095, 8978, 12602, 2655, 3555, 9307, 49374, 16095, 8717, 36178, 2423, 28820, 10943, 32767, 9957, 5296, 9778, 2304, 3794, 3660, 4724, 43042, 3224, 16490, 2304, 3794, 3660, 20449, 8717, 36178, 11296, 4032, 16490, 2304, 3794, 3660, 20449, 1975, 2655, 1863, 9957], "avg_logprob": -0.10149211631164895, "compression_ratio": 2.301282051282051, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 2041.45, "end": 2042.03, "word": "هتكون", "probability": 0.9093424479166666}, {"start": 2042.03, "end": 2042.77, "word": " جوية", "probability": 0.9208984375}, {"start": 2042.77, "end": 2044.87, "word": " اتنين", "probability": 0.8548583984375}, {"start": 2044.87, "end": 2045.09, "word": " مع", "probability": 0.9931640625}, {"start": 2045.09, "end": 2045.69, "word": " نفسها", "probability": 0.9970703125}, {"start": 2045.69, "end": 2046.77, "word": " و", "probability": 0.83447265625}, {"start": 2046.77, "end": 2047.57, "word": " اتنين", "probability": 0.910400390625}, {"start": 2047.57, "end": 2047.93, "word": " مع", "probability": 0.98681640625}, {"start": 2047.93, "end": 2048.67, "word": " خمسة", "probability": 0.9632568359375}, {"start": 2048.67, "end": 2051.01, "word": " بحيث", "probability": 0.938232421875}, {"start": 2051.01, "end": 2051.23, "word": " انه", "probability": 0.764404296875}, {"start": 2051.23, "end": 2051.35, "word": " كل", "probability": 0.97607421875}, {"start": 2051.35, "end": 2051.71, "word": " مهادي", "probability": 0.6866861979166666}, {"start": 2051.71, "end": 2052.07, "word": " كانت", "probability": 0.97900390625}, {"start": 2052.07, "end": 2052.73, "word": " عالية", "probability": 0.97802734375}, {"start": 2052.73, "end": 2053.61, "word": " انا", "probability": 0.8349609375}, {"start": 2053.61, "end": 2053.91, "word": " فاهم", "probability": 0.9856770833333334}, {"start": 2053.91, "end": 2054.13, "word": " انه", "probability": 0.91357421875}, {"start": 2054.13, "end": 2054.49, "word": " لازم", "probability": 0.9718424479166666}, {"start": 2054.49, "end": 2055.01, "word": " خمسة", "probability": 0.974609375}, {"start": 2055.01, "end": 2055.21, "word": " برضه", "probability": 0.8367513020833334}, {"start": 2055.21, "end": 2055.49, "word": " تكون", "probability": 0.983154296875}, {"start": 2055.49, "end": 2055.79, "word": " عالية", "probability": 0.9881184895833334}, {"start": 2055.79, "end": 2055.99, "word": " لان", "probability": 0.730712890625}, {"start": 2055.99, "end": 2056.13, "word": " في", "probability": 0.52294921875}, {"start": 2056.13, "end": 2056.55, "word": " رتبات", "probability": 0.7864990234375}, {"start": 2056.55, "end": 2057.31, "word": " بينهم", "probability": 0.981689453125}, {"start": 2057.31, "end": 2058.11, "word": " في", "probability": 0.421875}, {"start": 2058.11, "end": 2058.43, "word": " رتبات", "probability": 0.9862060546875}, {"start": 2058.43, "end": 2058.67, "word": " بينهم", "probability": 0.990966796875}, {"start": 2058.67, "end": 2059.23, "word": " نفس", "probability": 0.928466796875}, {"start": 2059.23, "end": 2059.57, "word": " الكلام", "probability": 0.9749348958333334}, {"start": 2059.57, "end": 2059.83, "word": " لمين", "probability": 0.78759765625}, {"start": 2059.83, "end": 2060.29, "word": " لخمسة", "probability": 0.89306640625}, {"start": 2060.29, "end": 2060.61, "word": " برضه", "probability": 0.99072265625}, {"start": 2060.61, "end": 2061.45, "word": " خمسة", "probability": 0.9580078125}, {"start": 2061.45, "end": 2061.57, "word": " مع", "probability": 0.9951171875}, {"start": 2061.57, "end": 2062.27, "word": " نفسها", "probability": 0.9983723958333334}, {"start": 2062.27, "end": 2064.09, "word": " و", "probability": 0.9775390625}, {"start": 2064.09, "end": 2064.55, "word": " خمسة", "probability": 0.945556640625}, {"start": 2064.55, "end": 2064.69, "word": " مع", "probability": 0.99609375}, {"start": 2064.69, "end": 2065.17, "word": " اتنين", "probability": 0.989990234375}], "temperature": 1.0}, {"id": 87, "seek": 209612, "start": 2068.64, "end": 2096.12, "text": "Tamam otherwise لأ مااتوقعش انه هتكون ال connection ذات أهمية أو ذات قيمة عالية مانتوقعش تمام otherwise تلاتة .. تلاتة فش ما رقم تلاتة neuron التالتة هي مش شبيهة لحده والرابعة مش شبيهة لحده فهم مع نفسهم مع نفسهم بمعنى هي مكتفية بذاتها كل ما بتزيد خلاص بتزيد لحالها", "tokens": [51, 31608, 5911, 5296, 10721, 19446, 9307, 30543, 3615, 8592, 16472, 3224, 8032, 2655, 30544, 2423, 4984, 29910, 9307, 5551, 16095, 10632, 34051, 29910, 9307, 12174, 32640, 3660, 6225, 6027, 10632, 19446, 29399, 30543, 3615, 8592, 46811, 10943, 5911, 6055, 1211, 9307, 3660, 4386, 6055, 1211, 9307, 3660, 6156, 8592, 19446, 12602, 4587, 2304, 6055, 1211, 9307, 3660, 34090, 16712, 6027, 2655, 3660, 39896, 37893, 13412, 21292, 3224, 3660, 5296, 24401, 3224, 16070, 2288, 16758, 27884, 37893, 13412, 21292, 3224, 3660, 5296, 24401, 3224, 6156, 16095, 20449, 8717, 36178, 16095, 20449, 8717, 36178, 16095, 4724, 2304, 3615, 1863, 7578, 39896, 3714, 4117, 2655, 5172, 10632, 4724, 8848, 9307, 11296, 28242, 19446, 39894, 11622, 25708, 16490, 1211, 33546, 39894, 11622, 25708, 5296, 5016, 6027, 11296], "avg_logprob": -0.1705, "compression_ratio": 1.876068376068376, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 2068.64, "end": 2069.0, "word": "Tamam", "probability": 0.37615966796875}, {"start": 2069.0, "end": 2069.72, "word": " otherwise", "probability": 0.61474609375}, {"start": 2069.72, "end": 2070.38, "word": " لأ", "probability": 0.765625}, {"start": 2070.38, "end": 2071.06, "word": " مااتوقعش", "probability": 0.798486328125}, {"start": 2071.06, "end": 2071.22, "word": " انه", "probability": 0.71533203125}, {"start": 2071.22, "end": 2071.56, "word": " هتكون", "probability": 0.85888671875}, {"start": 2071.56, "end": 2071.74, "word": " ال", "probability": 0.97802734375}, {"start": 2071.74, "end": 2072.58, "word": " connection", "probability": 0.71142578125}, {"start": 2072.58, "end": 2073.36, "word": " ذات", "probability": 0.99658203125}, {"start": 2073.36, "end": 2074.06, "word": " أهمية", "probability": 0.9064127604166666}, {"start": 2074.06, "end": 2074.38, "word": " أو", "probability": 0.60595703125}, {"start": 2074.38, "end": 2074.6, "word": " ذات", "probability": 0.991943359375}, {"start": 2074.6, "end": 2074.98, "word": " قيمة", "probability": 0.98974609375}, {"start": 2074.98, "end": 2075.46, "word": " عالية", "probability": 0.9920247395833334}, {"start": 2075.46, "end": 2077.42, "word": " مانتوقعش", "probability": 0.88671875}, {"start": 2077.42, "end": 2078.76, "word": " تمام", "probability": 0.78564453125}, {"start": 2078.76, "end": 2080.24, "word": " otherwise", "probability": 0.716796875}, {"start": 2080.24, "end": 2081.4, "word": " تلاتة", "probability": 0.8787841796875}, {"start": 2081.4, "end": 2082.16, "word": " ..", "probability": 0.35986328125}, {"start": 2082.16, "end": 2082.5, "word": " تلاتة", "probability": 0.917236328125}, {"start": 2082.5, "end": 2082.72, "word": " فش", "probability": 0.5003662109375}, {"start": 2082.72, "end": 2083.02, "word": " ما", "probability": 0.5791015625}, {"start": 2083.02, "end": 2084.94, "word": " رقم", "probability": 0.8719075520833334}, {"start": 2084.94, "end": 2085.36, "word": " تلاتة", "probability": 0.9561767578125}, {"start": 2085.36, "end": 2085.62, "word": " neuron", "probability": 0.50048828125}, {"start": 2085.62, "end": 2086.34, "word": " التالتة", "probability": 0.964111328125}, {"start": 2086.34, "end": 2086.88, "word": " هي", "probability": 0.88671875}, {"start": 2086.88, "end": 2087.04, "word": " مش", "probability": 0.994140625}, {"start": 2087.04, "end": 2087.38, "word": " شبيهة", "probability": 0.866455078125}, {"start": 2087.38, "end": 2087.7, "word": " لحده", "probability": 0.7881673177083334}, {"start": 2087.7, "end": 2088.48, "word": " والرابعة", "probability": 0.775634765625}, {"start": 2088.48, "end": 2088.82, "word": " مش", "probability": 0.67578125}, {"start": 2088.82, "end": 2089.2, "word": " شبيهة", "probability": 0.919189453125}, {"start": 2089.2, "end": 2089.48, "word": " لحده", "probability": 0.9835611979166666}, {"start": 2089.48, "end": 2089.76, "word": " فهم", "probability": 0.86279296875}, {"start": 2089.76, "end": 2089.92, "word": " مع", "probability": 0.98486328125}, {"start": 2089.92, "end": 2090.38, "word": " نفسهم", "probability": 0.99169921875}, {"start": 2090.38, "end": 2090.88, "word": " مع", "probability": 0.84716796875}, {"start": 2090.88, "end": 2091.18, "word": " نفسهم", "probability": 0.9973958333333334}, {"start": 2091.18, "end": 2091.5, "word": " بمعنى", "probability": 0.95478515625}, {"start": 2091.5, "end": 2091.92, "word": " هي", "probability": 0.599609375}, {"start": 2091.92, "end": 2092.6, "word": " مكتفية", "probability": 0.95400390625}, {"start": 2092.6, "end": 2093.24, "word": " بذاتها", "probability": 0.8289794921875}, {"start": 2093.24, "end": 2094.12, "word": " كل", "probability": 0.958984375}, {"start": 2094.12, "end": 2094.22, "word": " ما", "probability": 0.904296875}, {"start": 2094.22, "end": 2094.74, "word": " بتزيد", "probability": 0.95654296875}, {"start": 2094.74, "end": 2095.16, "word": " خلاص", "probability": 0.9612630208333334}, {"start": 2095.16, "end": 2095.62, "word": " بتزيد", "probability": 0.9396158854166666}, {"start": 2095.62, "end": 2096.12, "word": " لحالها", "probability": 0.9862060546875}], "temperature": 1.0}, {"id": 88, "seek": 212404, "start": 2096.94, "end": 2124.04, "text": "كل ما بتزيد بتزيد لحالها، بعكس واحد اللي هو أصلا بزدش، أساسا بزدش نهائي، ف zeros خلصنا، مافيش اللي لها معنى أحط هنا connection عالية بين واحد مع واحد هو أصلا zeros، zeros، معناته nothing وخلاص، كويس، نفس الكلام أربعة مع أربعة، أربعة مع نفسها، في لحالة activation واحدة موجودة، and x3", "tokens": [28820, 19446, 39894, 11622, 25708, 39894, 11622, 25708, 5296, 5016, 6027, 11296, 12399, 45030, 4117, 3794, 36764, 24401, 13672, 1829, 31439, 5551, 9381, 15040, 4724, 11622, 3215, 8592, 12399, 5551, 3794, 32277, 995, 4724, 11622, 3215, 8592, 8717, 3224, 16373, 1829, 12399, 6156, 35193, 16490, 1211, 9381, 8315, 12399, 19446, 41185, 8592, 13672, 1829, 5296, 11296, 20449, 1863, 7578, 5551, 5016, 9566, 34105, 4984, 6225, 6027, 10632, 49374, 36764, 24401, 20449, 36764, 24401, 31439, 5551, 9381, 15040, 35193, 12399, 35193, 12399, 20449, 8315, 47395, 1825, 4032, 9778, 1211, 33546, 12399, 9122, 45865, 3794, 12399, 8717, 36178, 2423, 28820, 10943, 5551, 25513, 27884, 20449, 5551, 25513, 27884, 12399, 5551, 25513, 27884, 20449, 8717, 36178, 11296, 12399, 8978, 5296, 5016, 6027, 3660, 24433, 36764, 24401, 3660, 3714, 29245, 23328, 3660, 12399, 293, 2031, 18], "avg_logprob": -0.1724624042224167, "compression_ratio": 1.8645418326693226, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2096.94, "end": 2097.18, "word": "كل", "probability": 0.84228515625}, {"start": 2097.18, "end": 2097.24, "word": " ما", "probability": 0.72998046875}, {"start": 2097.24, "end": 2097.5, "word": " بتزيد", "probability": 0.8208821614583334}, {"start": 2097.5, "end": 2097.88, "word": " بتزيد", "probability": 0.95849609375}, {"start": 2097.88, "end": 2098.78, "word": " لحالها،", "probability": 0.869287109375}, {"start": 2098.78, "end": 2099.3, "word": " بعكس", "probability": 0.94287109375}, {"start": 2099.3, "end": 2100.1, "word": " واحد", "probability": 0.8251953125}, {"start": 2100.1, "end": 2100.64, "word": " اللي", "probability": 0.89453125}, {"start": 2100.64, "end": 2100.8, "word": " هو", "probability": 0.93798828125}, {"start": 2100.8, "end": 2101.26, "word": " أصلا", "probability": 0.9619140625}, {"start": 2101.26, "end": 2102.28, "word": " بزدش،", "probability": 0.633447265625}, {"start": 2102.28, "end": 2102.72, "word": " أساسا", "probability": 0.9752197265625}, {"start": 2102.72, "end": 2103.52, "word": " بزدش", "probability": 0.868896484375}, {"start": 2103.52, "end": 2104.3, "word": " نهائي،", "probability": 0.92880859375}, {"start": 2104.3, "end": 2104.46, "word": " ف", "probability": 0.962890625}, {"start": 2104.46, "end": 2105.0, "word": " zeros", "probability": 0.724609375}, {"start": 2105.0, "end": 2106.26, "word": " خلصنا،", "probability": 0.828515625}, {"start": 2106.26, "end": 2106.66, "word": " مافيش", "probability": 0.92724609375}, {"start": 2106.66, "end": 2106.8, "word": " اللي", "probability": 0.656494140625}, {"start": 2106.8, "end": 2106.9, "word": " لها", "probability": 0.6019287109375}, {"start": 2106.9, "end": 2107.14, "word": " معنى", "probability": 0.9293619791666666}, {"start": 2107.14, "end": 2107.5, "word": " أحط", "probability": 0.8990885416666666}, {"start": 2107.5, "end": 2107.68, "word": " هنا", "probability": 0.97705078125}, {"start": 2107.68, "end": 2108.1, "word": " connection", "probability": 0.72607421875}, {"start": 2108.1, "end": 2108.76, "word": " عالية", "probability": 0.9881184895833334}, {"start": 2108.76, "end": 2109.44, "word": " بين", "probability": 0.876953125}, {"start": 2109.44, "end": 2110.16, "word": " واحد", "probability": 0.9921875}, {"start": 2110.16, "end": 2110.76, "word": " مع", "probability": 0.91943359375}, {"start": 2110.76, "end": 2111.32, "word": " واحد", "probability": 0.992431640625}, {"start": 2111.32, "end": 2111.6, "word": " هو", "probability": 0.356689453125}, {"start": 2111.6, "end": 2112.2, "word": " أصلا", "probability": 0.9811197916666666}, {"start": 2112.2, "end": 2113.76, "word": " zeros،", "probability": 0.868896484375}, {"start": 2113.76, "end": 2114.4, "word": " zeros،", "probability": 0.69677734375}, {"start": 2114.4, "end": 2114.78, "word": " معناته", "probability": 0.8653971354166666}, {"start": 2114.78, "end": 2115.04, "word": " nothing", "probability": 0.72216796875}, {"start": 2115.04, "end": 2116.02, "word": " وخلاص،", "probability": 0.79091796875}, {"start": 2116.02, "end": 2116.58, "word": " كويس،", "probability": 0.9581298828125}, {"start": 2116.58, "end": 2116.8, "word": " نفس", "probability": 0.9951171875}, {"start": 2116.8, "end": 2117.16, "word": " الكلام", "probability": 0.9638671875}, {"start": 2117.16, "end": 2117.52, "word": " أربعة", "probability": 0.8031412760416666}, {"start": 2117.52, "end": 2117.7, "word": " مع", "probability": 0.9814453125}, {"start": 2117.7, "end": 2119.4, "word": " أربعة،", "probability": 0.967529296875}, {"start": 2119.4, "end": 2119.74, "word": " أربعة", "probability": 0.9676106770833334}, {"start": 2119.74, "end": 2119.88, "word": " مع", "probability": 0.9931640625}, {"start": 2119.88, "end": 2120.5, "word": " نفسها،", "probability": 0.9774169921875}, {"start": 2120.5, "end": 2120.64, "word": " في", "probability": 0.8828125}, {"start": 2120.64, "end": 2121.06, "word": " لحالة", "probability": 0.82470703125}, {"start": 2121.06, "end": 2121.7, "word": " activation", "probability": 0.68359375}, {"start": 2121.7, "end": 2122.3, "word": " واحدة", "probability": 0.9762369791666666}, {"start": 2122.3, "end": 2123.44, "word": " موجودة،", "probability": 0.842626953125}, {"start": 2123.44, "end": 2123.62, "word": " and", "probability": 0.82568359375}, {"start": 2123.62, "end": 2124.04, "word": " x3", "probability": 0.4454345703125}], "temperature": 1.0}, {"id": 89, "seek": 215271, "start": 2125.05, "end": 2152.71, "text": "لما بتزيد خلاص بتزيد لحالها بتزيد لحالها هذا الكلام كيف هتقدر تشوفوه هتشوفوه الآن هنا واحد مع واحد هنا لأ الواحد اللي اتطلعت له ال neuron الرابع لحالها طلعت مشتركتش مع حدا مافيش أي association بينها وبين اي حد في ال neurons التانية طيب هنا تلاتة هي اللي activated فيهم", "tokens": [1211, 15042, 39894, 11622, 25708, 16490, 1211, 33546, 39894, 11622, 25708, 5296, 5016, 6027, 11296, 39894, 11622, 25708, 5296, 5016, 6027, 11296, 23758, 2423, 28820, 10943, 9122, 33911, 8032, 2655, 28543, 2288, 6055, 8592, 38688, 2407, 3224, 8032, 2655, 8592, 38688, 2407, 3224, 6024, 48506, 34105, 36764, 24401, 20449, 36764, 24401, 34105, 5296, 10721, 2423, 14407, 24401, 13672, 1829, 1975, 2655, 9566, 1211, 34268, 46740, 2423, 34090, 34892, 16758, 3615, 5296, 5016, 6027, 11296, 23032, 1211, 34268, 37893, 2655, 31747, 2655, 8592, 20449, 11331, 28259, 19446, 41185, 8592, 36632, 14598, 49374, 11296, 46599, 9957, 1975, 1829, 11331, 3215, 8978, 2423, 22027, 16712, 7649, 10632, 23032, 1829, 3555, 34105, 6055, 1211, 9307, 3660, 39896, 13672, 1829, 18157, 8978, 16095], "avg_logprob": -0.15651260729597397, "compression_ratio": 1.9484978540772533, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2125.05, "end": 2125.41, "word": "لما", "probability": 0.78125}, {"start": 2125.41, "end": 2125.93, "word": " بتزيد", "probability": 0.8958333333333334}, {"start": 2125.93, "end": 2126.25, "word": " خلاص", "probability": 0.8294270833333334}, {"start": 2126.25, "end": 2126.55, "word": " بتزيد", "probability": 0.8377278645833334}, {"start": 2126.55, "end": 2127.47, "word": " لحالها", "probability": 0.9095458984375}, {"start": 2127.47, "end": 2128.75, "word": " بتزيد", "probability": 0.900390625}, {"start": 2128.75, "end": 2129.55, "word": " لحالها", "probability": 0.99560546875}, {"start": 2129.55, "end": 2129.89, "word": " هذا", "probability": 0.8583984375}, {"start": 2129.89, "end": 2130.19, "word": " الكلام", "probability": 0.9627278645833334}, {"start": 2130.19, "end": 2130.37, "word": " كيف", "probability": 0.982421875}, {"start": 2130.37, "end": 2130.75, "word": " هتقدر", "probability": 0.945068359375}, {"start": 2130.75, "end": 2131.27, "word": " تشوفوه", "probability": 0.87802734375}, {"start": 2131.27, "end": 2131.91, "word": " هتشوفوه", "probability": 0.9136555989583334}, {"start": 2131.91, "end": 2132.17, "word": " الآن", "probability": 0.6207275390625}, {"start": 2132.17, "end": 2132.53, "word": " هنا", "probability": 0.9853515625}, {"start": 2132.53, "end": 2134.23, "word": " واحد", "probability": 0.9326171875}, {"start": 2134.23, "end": 2134.49, "word": " مع", "probability": 0.98828125}, {"start": 2134.49, "end": 2135.03, "word": " واحد", "probability": 0.985107421875}, {"start": 2135.03, "end": 2137.19, "word": " هنا", "probability": 0.93798828125}, {"start": 2137.19, "end": 2137.81, "word": " لأ", "probability": 0.82763671875}, {"start": 2137.81, "end": 2138.55, "word": " الواحد", "probability": 0.95947265625}, {"start": 2138.55, "end": 2138.73, "word": " اللي", "probability": 0.97412109375}, {"start": 2138.73, "end": 2139.25, "word": " اتطلعت", "probability": 0.72470703125}, {"start": 2139.25, "end": 2139.43, "word": " له", "probability": 0.52587890625}, {"start": 2139.43, "end": 2139.59, "word": " ال", "probability": 0.7138671875}, {"start": 2139.59, "end": 2139.93, "word": " neuron", "probability": 0.8076171875}, {"start": 2139.93, "end": 2140.99, "word": " الرابع", "probability": 0.7430013020833334}, {"start": 2140.99, "end": 2141.75, "word": " لحالها", "probability": 0.95947265625}, {"start": 2141.75, "end": 2142.11, "word": " طلعت", "probability": 0.9778645833333334}, {"start": 2142.11, "end": 2143.69, "word": " مشتركتش", "probability": 0.80625}, {"start": 2143.69, "end": 2143.81, "word": " مع", "probability": 0.986328125}, {"start": 2143.81, "end": 2144.07, "word": " حدا", "probability": 0.7666015625}, {"start": 2144.07, "end": 2145.23, "word": " مافيش", "probability": 0.8440755208333334}, {"start": 2145.23, "end": 2145.43, "word": " أي", "probability": 0.70849609375}, {"start": 2145.43, "end": 2146.07, "word": " association", "probability": 0.9609375}, {"start": 2146.07, "end": 2146.51, "word": " بينها", "probability": 0.93701171875}, {"start": 2146.51, "end": 2146.69, "word": " وبين", "probability": 0.7467041015625}, {"start": 2146.69, "end": 2146.89, "word": " اي", "probability": 0.644287109375}, {"start": 2146.89, "end": 2147.59, "word": " حد", "probability": 0.8046875}, {"start": 2147.59, "end": 2148.13, "word": " في", "probability": 0.75390625}, {"start": 2148.13, "end": 2148.25, "word": " ال", "probability": 0.9375}, {"start": 2148.25, "end": 2148.97, "word": " neurons", "probability": 0.974609375}, {"start": 2148.97, "end": 2149.79, "word": " التانية", "probability": 0.9680989583333334}, {"start": 2149.79, "end": 2150.43, "word": " طيب", "probability": 0.9645182291666666}, {"start": 2150.43, "end": 2150.83, "word": " هنا", "probability": 0.94482421875}, {"start": 2150.83, "end": 2151.53, "word": " تلاتة", "probability": 0.939697265625}, {"start": 2151.53, "end": 2151.75, "word": " هي", "probability": 0.86865234375}, {"start": 2151.75, "end": 2151.87, "word": " اللي", "probability": 0.6971435546875}, {"start": 2151.87, "end": 2152.25, "word": " activated", "probability": 0.896484375}, {"start": 2152.25, "end": 2152.71, "word": " فيهم", "probability": 0.98388671875}], "temperature": 1.0}, {"id": 90, "seek": 217217, "start": 2153.75, "end": 2172.17, "text": "لحالها مش مشتركة مع حد طيب اربعة ايه عفوا ان الخامسة في الحالة الخامسة برضه اتنين مع مع خمسة اتنين مع خمسة معناته في matching في حالتين في matching في حالتين في الحالتين هدولة معناته كل one epoch", "tokens": [1211, 5016, 6027, 11296, 37893, 37893, 2655, 31747, 3660, 20449, 11331, 3215, 23032, 1829, 3555, 1975, 25513, 27884, 1975, 1829, 3224, 6225, 5172, 14407, 16472, 33962, 10943, 3794, 3660, 8978, 21542, 6027, 3660, 33962, 10943, 3794, 3660, 4724, 43042, 3224, 1975, 2655, 1863, 9957, 20449, 20449, 16490, 2304, 3794, 3660, 1975, 2655, 1863, 9957, 20449, 16490, 2304, 3794, 3660, 20449, 8315, 47395, 8978, 14324, 8978, 11331, 6027, 2655, 9957, 8978, 14324, 8978, 11331, 6027, 2655, 9957, 8978, 21542, 6027, 2655, 9957, 8032, 3215, 12610, 3660, 20449, 8315, 47395, 28242, 472, 30992, 339], "avg_logprob": -0.14532930235708913, "compression_ratio": 1.9819277108433735, "no_speech_prob": 1.2040138244628906e-05, "words": [{"start": 2153.75, "end": 2154.35, "word": "لحالها", "probability": 0.86865234375}, {"start": 2154.35, "end": 2155.19, "word": " مش", "probability": 0.72265625}, {"start": 2155.19, "end": 2155.59, "word": " مشتركة", "probability": 0.9281005859375}, {"start": 2155.59, "end": 2155.71, "word": " مع", "probability": 0.9482421875}, {"start": 2155.71, "end": 2155.95, "word": " حد", "probability": 0.94970703125}, {"start": 2155.95, "end": 2156.67, "word": " طيب", "probability": 0.9021809895833334}, {"start": 2156.67, "end": 2157.39, "word": " اربعة", "probability": 0.6982421875}, {"start": 2157.39, "end": 2157.81, "word": " ايه", "probability": 0.7567545572916666}, {"start": 2157.81, "end": 2158.05, "word": " عفوا", "probability": 0.8673502604166666}, {"start": 2158.05, "end": 2158.15, "word": " ان", "probability": 0.342529296875}, {"start": 2158.15, "end": 2158.73, "word": " الخامسة", "probability": 0.92822265625}, {"start": 2158.73, "end": 2158.85, "word": " في", "probability": 0.8583984375}, {"start": 2158.85, "end": 2159.11, "word": " الحالة", "probability": 0.9580078125}, {"start": 2159.11, "end": 2159.75, "word": " الخامسة", "probability": 0.9739990234375}, {"start": 2159.75, "end": 2160.21, "word": " برضه", "probability": 0.96923828125}, {"start": 2160.21, "end": 2160.65, "word": " اتنين", "probability": 0.9603271484375}, {"start": 2160.65, "end": 2161.19, "word": " مع", "probability": 0.98193359375}, {"start": 2161.19, "end": 2162.39, "word": " مع", "probability": 0.233642578125}, {"start": 2162.39, "end": 2162.97, "word": " خمسة", "probability": 0.979736328125}, {"start": 2162.97, "end": 2163.55, "word": " اتنين", "probability": 0.9393310546875}, {"start": 2163.55, "end": 2163.67, "word": " مع", "probability": 0.98583984375}, {"start": 2163.67, "end": 2164.03, "word": " خمسة", "probability": 0.99169921875}, {"start": 2164.03, "end": 2164.57, "word": " معناته", "probability": 0.8525390625}, {"start": 2164.57, "end": 2164.73, "word": " في", "probability": 0.9111328125}, {"start": 2164.73, "end": 2165.35, "word": " matching", "probability": 0.53564453125}, {"start": 2165.35, "end": 2165.79, "word": " في", "probability": 0.96240234375}, {"start": 2165.79, "end": 2166.41, "word": " حالتين", "probability": 0.9322509765625}, {"start": 2166.41, "end": 2167.53, "word": " في", "probability": 0.970703125}, {"start": 2167.53, "end": 2167.97, "word": " matching", "probability": 0.50830078125}, {"start": 2167.97, "end": 2168.49, "word": " في", "probability": 0.974609375}, {"start": 2168.49, "end": 2169.05, "word": " حالتين", "probability": 0.98583984375}, {"start": 2169.05, "end": 2169.49, "word": " في", "probability": 0.93359375}, {"start": 2169.49, "end": 2170.03, "word": " الحالتين", "probability": 0.98779296875}, {"start": 2170.03, "end": 2170.35, "word": " هدولة", "probability": 0.7987060546875}, {"start": 2170.35, "end": 2170.75, "word": " معناته", "probability": 0.94873046875}, {"start": 2170.75, "end": 2171.13, "word": " كل", "probability": 0.9697265625}, {"start": 2171.13, "end": 2171.49, "word": " one", "probability": 0.92333984375}, {"start": 2171.49, "end": 2172.17, "word": " epoch", "probability": 0.638427734375}], "temperature": 1.0}, {"id": 91, "seek": 220121, "start": 2172.54, "end": 2201.22, "text": "مرحلة كاملة من مجموعة ال input لما بدخل x1 على x2، x3، x4، x5، بسميها one epoch ال one epoch هدولة أكم matching صار بين 2 و 5 مرتين، فيعني توقعا الرقم اللي المفروض لل weight هذي توقعا بيروح لل 2، توقعا، نشوف إيش بتطلع فعليا، تمام، بالنسبة لأ، x3 و x4 هي مرة واحدة", "tokens": [2304, 2288, 5016, 37977, 9122, 10943, 37977, 9154, 3714, 7435, 2304, 2407, 27884, 2423, 4846, 5296, 15042, 47525, 9778, 1211, 2031, 16, 15844, 2031, 17, 12399, 2031, 18, 12399, 2031, 19, 12399, 2031, 20, 12399, 4724, 38251, 1829, 11296, 472, 30992, 339, 2423, 472, 30992, 339, 8032, 3215, 12610, 3660, 5551, 24793, 14324, 20328, 9640, 49374, 568, 4032, 1025, 3714, 43500, 9957, 12399, 6156, 40228, 22653, 6055, 30543, 3615, 995, 34892, 4587, 2304, 13672, 1829, 9673, 5172, 32887, 11242, 24976, 3364, 8032, 8848, 1829, 6055, 30543, 3615, 995, 4724, 1829, 32887, 5016, 24976, 568, 12399, 6055, 30543, 3615, 995, 12399, 8717, 8592, 38688, 11933, 1829, 8592, 39894, 9566, 1211, 3615, 6156, 3615, 20292, 995, 12399, 46811, 10943, 12399, 20666, 1863, 35457, 3660, 5296, 10721, 12399, 2031, 18, 4032, 2031, 19, 39896, 3714, 25720, 36764, 24401, 3660], "avg_logprob": -0.22308393986555783, "compression_ratio": 1.596958174904943, "no_speech_prob": 5.304813385009766e-06, "words": [{"start": 2172.54, "end": 2173.08, "word": "مرحلة", "probability": 0.844482421875}, {"start": 2173.08, "end": 2173.5, "word": " كاملة", "probability": 0.9856770833333334}, {"start": 2173.5, "end": 2173.7, "word": " من", "probability": 0.970703125}, {"start": 2173.7, "end": 2174.02, "word": " مجموعة", "probability": 0.9115234375}, {"start": 2174.02, "end": 2174.2, "word": " ال", "probability": 0.958984375}, {"start": 2174.2, "end": 2174.44, "word": " input", "probability": 0.362548828125}, {"start": 2174.44, "end": 2175.08, "word": " لما", "probability": 0.82421875}, {"start": 2175.08, "end": 2175.36, "word": " بدخل", "probability": 0.7451171875}, {"start": 2175.36, "end": 2175.68, "word": " x1", "probability": 0.64306640625}, {"start": 2175.68, "end": 2175.8, "word": " على", "probability": 0.6103515625}, {"start": 2175.8, "end": 2176.26, "word": " x2،", "probability": 0.7362060546875}, {"start": 2176.26, "end": 2176.7, "word": " x3،", "probability": 0.9298502604166666}, {"start": 2176.7, "end": 2177.1, "word": " x4،", "probability": 0.9661458333333334}, {"start": 2177.1, "end": 2177.88, "word": " x5،", "probability": 0.73583984375}, {"start": 2177.88, "end": 2178.32, "word": " بسميها", "probability": 0.9139404296875}, {"start": 2178.32, "end": 2178.54, "word": " one", "probability": 0.77587890625}, {"start": 2178.54, "end": 2179.1, "word": " epoch", "probability": 0.83447265625}, {"start": 2179.1, "end": 2179.4, "word": " ال", "probability": 0.71337890625}, {"start": 2179.4, "end": 2179.56, "word": " one", "probability": 0.724609375}, {"start": 2179.56, "end": 2179.84, "word": " epoch", "probability": 0.967041015625}, {"start": 2179.84, "end": 2180.28, "word": " هدولة", "probability": 0.85791015625}, {"start": 2180.28, "end": 2180.56, "word": " أكم", "probability": 0.784423828125}, {"start": 2180.56, "end": 2181.06, "word": " matching", "probability": 0.08966064453125}, {"start": 2181.06, "end": 2181.52, "word": " صار", "probability": 0.959228515625}, {"start": 2181.52, "end": 2181.9, "word": " بين", "probability": 0.9619140625}, {"start": 2181.9, "end": 2182.76, "word": " 2", "probability": 0.77099609375}, {"start": 2182.76, "end": 2183.38, "word": " و", "probability": 0.9814453125}, {"start": 2183.38, "end": 2183.82, "word": " 5", "probability": 0.75732421875}, {"start": 2183.82, "end": 2185.8, "word": " مرتين،", "probability": 0.82440185546875}, {"start": 2185.8, "end": 2186.38, "word": " فيعني", "probability": 0.8297526041666666}, {"start": 2186.38, "end": 2187.36, "word": " توقعا", "probability": 0.882568359375}, {"start": 2187.36, "end": 2188.26, "word": " الرقم", "probability": 0.9275716145833334}, {"start": 2188.26, "end": 2188.4, "word": " اللي", "probability": 0.914794921875}, {"start": 2188.4, "end": 2188.82, "word": " المفروض", "probability": 0.9920654296875}, {"start": 2188.82, "end": 2188.98, "word": " لل", "probability": 0.69384765625}, {"start": 2188.98, "end": 2189.24, "word": " weight", "probability": 0.94775390625}, {"start": 2189.24, "end": 2189.66, "word": " هذي", "probability": 0.6163736979166666}, {"start": 2189.66, "end": 2190.28, "word": " توقعا", "probability": 0.8707275390625}, {"start": 2190.28, "end": 2190.9, "word": " بيروح", "probability": 0.72296142578125}, {"start": 2190.9, "end": 2191.06, "word": " لل", "probability": 0.77392578125}, {"start": 2191.06, "end": 2192.14, "word": " 2،", "probability": 0.65478515625}, {"start": 2192.14, "end": 2193.02, "word": " توقعا،", "probability": 0.90283203125}, {"start": 2193.02, "end": 2193.34, "word": " نشوف", "probability": 0.807861328125}, {"start": 2193.34, "end": 2194.2, "word": " إيش", "probability": 0.6947021484375}, {"start": 2194.2, "end": 2194.46, "word": " بتطلع", "probability": 0.84100341796875}, {"start": 2194.46, "end": 2195.66, "word": " فعليا،", "probability": 0.8544921875}, {"start": 2195.66, "end": 2196.36, "word": " تمام،", "probability": 0.8025716145833334}, {"start": 2196.36, "end": 2196.94, "word": " بالنسبة", "probability": 0.979248046875}, {"start": 2196.94, "end": 2197.34, "word": " لأ،", "probability": 0.7296549479166666}, {"start": 2197.34, "end": 2198.46, "word": " x3", "probability": 0.951416015625}, {"start": 2198.46, "end": 2199.48, "word": " و", "probability": 0.90966796875}, {"start": 2199.48, "end": 2200.2, "word": " x4", "probability": 0.913330078125}, {"start": 2200.2, "end": 2200.64, "word": " هي", "probability": 0.79541015625}, {"start": 2200.64, "end": 2200.84, "word": " مرة", "probability": 0.9892578125}, {"start": 2200.84, "end": 2201.22, "word": " واحدة", "probability": 0.9720052083333334}], "temperature": 1.0}, {"id": 92, "seek": 222719, "start": 2202.03, "end": 2227.19, "text": "هي مرة واحدة فقط بيظهروا فيها كويس فهيك الشواهد هيك بتقول الشكل هيكون بهذا الشكل زي ما احنا .. زي ما احنا فعلا توقعناه و رسمناه هنا قدامنا Initially هيكون بالشكل اللي قدامنا الشبكة أو ال neural .. ال neural networks بهذا الشكل حسب ال unsupervised learning", "tokens": [3224, 1829, 3714, 25720, 36764, 24401, 3660, 6156, 47432, 4724, 1829, 19913, 3224, 2288, 14407, 8978, 11296, 9122, 45865, 3794, 6156, 3224, 1829, 4117, 25124, 14407, 3224, 3215, 39896, 4117, 39894, 39648, 25124, 28820, 39896, 30544, 39627, 15730, 25124, 28820, 30767, 1829, 19446, 1975, 5016, 8315, 4386, 30767, 1829, 19446, 1975, 5016, 8315, 6156, 3615, 15040, 6055, 30543, 3615, 8315, 3224, 4032, 12602, 38251, 8315, 3224, 34105, 12174, 3215, 10943, 8315, 29446, 39896, 30544, 20666, 8592, 28820, 13672, 1829, 12174, 3215, 10943, 8315, 25124, 3555, 4117, 3660, 34051, 2423, 18161, 4386, 2423, 18161, 9590, 39627, 15730, 25124, 28820, 11331, 35457, 2423, 2693, 12879, 24420, 2539], "avg_logprob": -0.134728767399518, "compression_ratio": 1.8266666666666667, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2202.03, "end": 2202.31, "word": "هي", "probability": 0.754638671875}, {"start": 2202.31, "end": 2202.57, "word": " مرة", "probability": 0.979248046875}, {"start": 2202.57, "end": 2203.33, "word": " واحدة", "probability": 0.9851888020833334}, {"start": 2203.33, "end": 2203.57, "word": " فقط", "probability": 0.983642578125}, {"start": 2203.57, "end": 2203.97, "word": " بيظهروا", "probability": 0.8778483072916666}, {"start": 2203.97, "end": 2204.23, "word": " فيها", "probability": 0.981689453125}, {"start": 2204.23, "end": 2204.97, "word": " كويس", "probability": 0.800537109375}, {"start": 2204.97, "end": 2205.77, "word": " فهيك", "probability": 0.82177734375}, {"start": 2205.77, "end": 2206.49, "word": " الشواهد", "probability": 0.9759521484375}, {"start": 2206.49, "end": 2206.63, "word": " هيك", "probability": 0.784423828125}, {"start": 2206.63, "end": 2207.07, "word": " بتقول", "probability": 0.958984375}, {"start": 2207.07, "end": 2208.37, "word": " الشكل", "probability": 0.94580078125}, {"start": 2208.37, "end": 2208.95, "word": " هيكون", "probability": 0.88671875}, {"start": 2208.95, "end": 2209.19, "word": " بهذا", "probability": 0.947265625}, {"start": 2209.19, "end": 2209.45, "word": " الشكل", "probability": 0.99072265625}, {"start": 2209.45, "end": 2209.61, "word": " زي", "probability": 0.961181640625}, {"start": 2209.61, "end": 2209.69, "word": " ما", "probability": 0.9013671875}, {"start": 2209.69, "end": 2209.83, "word": " احنا", "probability": 0.87255859375}, {"start": 2209.83, "end": 2209.89, "word": " ..", "probability": 0.29541015625}, {"start": 2209.89, "end": 2210.13, "word": " زي", "probability": 0.95947265625}, {"start": 2210.13, "end": 2210.25, "word": " ما", "probability": 0.98046875}, {"start": 2210.25, "end": 2210.37, "word": " احنا", "probability": 0.97314453125}, {"start": 2210.37, "end": 2210.59, "word": " فعلا", "probability": 0.9132486979166666}, {"start": 2210.59, "end": 2211.11, "word": " توقعناه", "probability": 0.85625}, {"start": 2211.11, "end": 2211.17, "word": " و", "probability": 0.9267578125}, {"start": 2211.17, "end": 2211.55, "word": " رسمناه", "probability": 0.82568359375}, {"start": 2211.55, "end": 2211.69, "word": " هنا", "probability": 0.9208984375}, {"start": 2211.69, "end": 2212.31, "word": " قدامنا", "probability": 0.911376953125}, {"start": 2212.31, "end": 2214.17, "word": " Initially", "probability": 0.25341796875}, {"start": 2214.17, "end": 2214.81, "word": " هيكون", "probability": 0.920654296875}, {"start": 2214.81, "end": 2215.69, "word": " بالشكل", "probability": 0.9508463541666666}, {"start": 2215.69, "end": 2216.21, "word": " اللي", "probability": 0.958984375}, {"start": 2216.21, "end": 2216.69, "word": " قدامنا", "probability": 0.9825439453125}, {"start": 2216.69, "end": 2217.65, "word": " الشبكة", "probability": 0.982421875}, {"start": 2217.65, "end": 2220.73, "word": " أو", "probability": 0.57080078125}, {"start": 2220.73, "end": 2220.95, "word": " ال", "probability": 0.83837890625}, {"start": 2220.95, "end": 2221.33, "word": " neural", "probability": 0.80078125}, {"start": 2221.33, "end": 2221.51, "word": " ..", "probability": 0.7646484375}, {"start": 2221.51, "end": 2221.85, "word": " ال", "probability": 0.92724609375}, {"start": 2221.85, "end": 2222.23, "word": " neural", "probability": 0.95654296875}, {"start": 2222.23, "end": 2223.65, "word": " networks", "probability": 0.80078125}, {"start": 2223.65, "end": 2223.95, "word": " بهذا", "probability": 0.96337890625}, {"start": 2223.95, "end": 2224.37, "word": " الشكل", "probability": 0.992431640625}, {"start": 2224.37, "end": 2225.01, "word": " حسب", "probability": 0.95458984375}, {"start": 2225.01, "end": 2225.99, "word": " ال", "probability": 0.94970703125}, {"start": 2225.99, "end": 2226.71, "word": " unsupervised", "probability": 0.8759765625}, {"start": 2226.71, "end": 2227.19, "word": " learning", "probability": 0.509765625}], "temperature": 1.0}, {"id": 93, "seek": 224294, "start": 2229.05, "end": 2242.95, "text": "input output فهذه X وهذه Y تمام Initially بنقول انه بين واحد و واحد string عالية بنعطيها قيمة واحد هي واحد بين واحد و واحد otherwise zeros", "tokens": [259, 2582, 5598, 6156, 3224, 24192, 1783, 37037, 24192, 398, 46811, 10943, 29446, 44945, 39648, 16472, 3224, 49374, 36764, 24401, 4032, 36764, 24401, 6798, 6225, 6027, 10632, 44945, 3615, 9566, 1829, 11296, 12174, 32640, 3660, 36764, 24401, 39896, 36764, 24401, 49374, 36764, 24401, 4032, 36764, 24401, 5911, 35193], "avg_logprob": -0.2903380102040816, "compression_ratio": 1.4647887323943662, "no_speech_prob": 2.086162567138672e-06, "words": [{"start": 2229.05, "end": 2229.63, "word": "input", "probability": 0.753662109375}, {"start": 2229.63, "end": 2230.43, "word": " output", "probability": 0.3779296875}, {"start": 2230.43, "end": 2230.95, "word": " فهذه", "probability": 0.6234537760416666}, {"start": 2230.95, "end": 2231.27, "word": " X", "probability": 0.488037109375}, {"start": 2231.27, "end": 2231.67, "word": " وهذه", "probability": 0.807373046875}, {"start": 2231.67, "end": 2231.99, "word": " Y", "probability": 0.96240234375}, {"start": 2231.99, "end": 2232.77, "word": " تمام", "probability": 0.9462890625}, {"start": 2232.77, "end": 2233.57, "word": " Initially", "probability": 0.31298828125}, {"start": 2233.57, "end": 2234.29, "word": " بنقول", "probability": 0.6324462890625}, {"start": 2234.29, "end": 2234.71, "word": " انه", "probability": 0.6787109375}, {"start": 2234.71, "end": 2235.01, "word": " بين", "probability": 0.9599609375}, {"start": 2235.01, "end": 2235.43, "word": " واحد", "probability": 0.927978515625}, {"start": 2235.43, "end": 2235.55, "word": " و", "probability": 0.77978515625}, {"start": 2235.55, "end": 2236.05, "word": " واحد", "probability": 0.750244140625}, {"start": 2236.05, "end": 2237.29, "word": " string", "probability": 0.363037109375}, {"start": 2237.29, "end": 2237.81, "word": " عالية", "probability": 0.97705078125}, {"start": 2237.81, "end": 2238.51, "word": " بنعطيها", "probability": 0.90166015625}, {"start": 2238.51, "end": 2238.83, "word": " قيمة", "probability": 0.9895833333333334}, {"start": 2238.83, "end": 2239.17, "word": " واحد", "probability": 0.955078125}, {"start": 2239.17, "end": 2239.43, "word": " هي", "probability": 0.154052734375}, {"start": 2239.43, "end": 2239.79, "word": " واحد", "probability": 0.99267578125}, {"start": 2239.79, "end": 2240.55, "word": " بين", "probability": 0.8349609375}, {"start": 2240.55, "end": 2240.97, "word": " واحد", "probability": 0.993896484375}, {"start": 2240.97, "end": 2241.11, "word": " و", "probability": 0.841796875}, {"start": 2241.11, "end": 2241.49, "word": " واحد", "probability": 0.960693359375}, {"start": 2241.49, "end": 2242.35, "word": " otherwise", "probability": 0.73291015625}, {"start": 2242.35, "end": 2242.95, "word": " zeros", "probability": 0.609375}], "temperature": 1.0}, {"id": 94, "seek": 227319, "start": 2245.05, "end": 2273.19, "text": "طيب هيها 0 0 0 0 بين 1 و 2 1 3 1 4 و 5 1 2 1 3 1 4 1 5 طيب هنا 2 و 2 هيلي 2 و 2 3 و 3 4 و 4 5 و 5 Initially بعدين بنبدأ نشتغل على المعدلات اللي أخدناها في ال algorithm نفسه أني أبدأ أعمل activation فبنبدأ نشتغل هنا activation نضرب نضرب ال weight الأولى العالية هذه مع الواحد طبعا هنا لما ندخل", "tokens": [9566, 1829, 3555, 39896, 11296, 1958, 1958, 1958, 1958, 49374, 502, 4032, 568, 502, 805, 502, 1017, 4032, 1025, 502, 568, 502, 805, 502, 1017, 502, 1025, 23032, 1829, 3555, 34105, 568, 4032, 568, 39896, 20292, 568, 4032, 568, 805, 4032, 805, 1017, 4032, 1017, 1025, 4032, 1025, 29446, 39182, 9957, 44945, 44510, 10721, 8717, 8592, 2655, 17082, 1211, 15844, 9673, 22488, 1211, 9307, 13672, 1829, 5551, 9778, 3215, 8315, 11296, 8978, 2423, 9284, 8717, 36178, 3224, 14739, 1829, 5551, 44510, 10721, 5551, 25957, 1211, 24433, 6156, 3555, 1863, 44510, 10721, 8717, 8592, 2655, 17082, 1211, 34105, 24433, 8717, 11242, 25513, 8717, 11242, 25513, 2423, 3364, 16247, 12610, 7578, 18863, 6027, 10632, 29538, 20449, 2423, 14407, 24401, 23032, 3555, 3615, 995, 34105, 5296, 15042, 8717, 3215, 9778, 1211], "avg_logprob": -0.16472868217054262, "compression_ratio": 1.748, "no_speech_prob": 1.1682510375976562e-05, "words": [{"start": 2245.05, "end": 2245.39, "word": "طيب", "probability": 0.7571614583333334}, {"start": 2245.39, "end": 2245.75, "word": " هيها", "probability": 0.5567626953125}, {"start": 2245.75, "end": 2246.15, "word": " 0", "probability": 0.1865234375}, {"start": 2246.15, "end": 2246.65, "word": " 0", "probability": 0.43896484375}, {"start": 2246.65, "end": 2247.11, "word": " 0", "probability": 0.9658203125}, {"start": 2247.11, "end": 2247.61, "word": " 0", "probability": 0.96142578125}, {"start": 2247.61, "end": 2248.09, "word": " بين", "probability": 0.7587890625}, {"start": 2248.09, "end": 2248.31, "word": " 1", "probability": 0.85791015625}, {"start": 2248.31, "end": 2248.45, "word": " و", "probability": 0.8779296875}, {"start": 2248.45, "end": 2248.63, "word": " 2", "probability": 0.845703125}, {"start": 2248.63, "end": 2248.85, "word": " 1", "probability": 0.26708984375}, {"start": 2248.85, "end": 2249.07, "word": " 3", "probability": 0.87109375}, {"start": 2249.07, "end": 2249.25, "word": " 1", "probability": 0.916015625}, {"start": 2249.25, "end": 2249.51, "word": " 4", "probability": 0.9794921875}, {"start": 2249.51, "end": 2249.63, "word": " و", "probability": 0.68212890625}, {"start": 2249.63, "end": 2249.77, "word": " 5", "probability": 0.7978515625}, {"start": 2249.77, "end": 2250.53, "word": " 1", "probability": 0.640625}, {"start": 2250.53, "end": 2250.97, "word": " 2", "probability": 0.97265625}, {"start": 2250.97, "end": 2251.19, "word": " 1", "probability": 0.9755859375}, {"start": 2251.19, "end": 2251.51, "word": " 3", "probability": 0.9794921875}, {"start": 2251.51, "end": 2251.69, "word": " 1", "probability": 0.97119140625}, {"start": 2251.69, "end": 2252.07, "word": " 4", "probability": 0.982421875}, {"start": 2252.07, "end": 2252.25, "word": " 1", "probability": 0.904296875}, {"start": 2252.25, "end": 2252.59, "word": " 5", "probability": 0.98388671875}, {"start": 2252.59, "end": 2253.23, "word": " طيب", "probability": 0.9464518229166666}, {"start": 2253.23, "end": 2253.91, "word": " هنا", "probability": 0.939453125}, {"start": 2253.91, "end": 2254.31, "word": " 2", "probability": 0.93994140625}, {"start": 2254.31, "end": 2254.47, "word": " و", "probability": 0.783203125}, {"start": 2254.47, "end": 2254.77, "word": " 2", "probability": 0.92431640625}, {"start": 2254.77, "end": 2255.19, "word": " هيلي", "probability": 0.43560791015625}, {"start": 2255.19, "end": 2255.33, "word": " 2", "probability": 0.95947265625}, {"start": 2255.33, "end": 2255.53, "word": " و", "probability": 0.9453125}, {"start": 2255.53, "end": 2255.77, "word": " 2", "probability": 0.87158203125}, {"start": 2255.77, "end": 2256.15, "word": " 3", "probability": 0.66259765625}, {"start": 2256.15, "end": 2256.29, "word": " و", "probability": 0.97119140625}, {"start": 2256.29, "end": 2256.61, "word": " 3", "probability": 0.88623046875}, {"start": 2256.61, "end": 2256.97, "word": " 4", "probability": 0.9755859375}, {"start": 2256.97, "end": 2257.11, "word": " و", "probability": 0.92724609375}, {"start": 2257.11, "end": 2257.25, "word": " 4", "probability": 0.88818359375}, {"start": 2257.25, "end": 2257.51, "word": " 5", "probability": 0.92041015625}, {"start": 2257.51, "end": 2257.63, "word": " و", "probability": 0.9951171875}, {"start": 2257.63, "end": 2257.81, "word": " 5", "probability": 0.9052734375}, {"start": 2257.81, "end": 2258.29, "word": " Initially", "probability": 0.341064453125}, {"start": 2258.29, "end": 2259.25, "word": " بعدين", "probability": 0.8701171875}, {"start": 2259.25, "end": 2259.63, "word": " بنبدأ", "probability": 0.9283854166666666}, {"start": 2259.63, "end": 2259.99, "word": " نشتغل", "probability": 0.9939453125}, {"start": 2259.99, "end": 2260.13, "word": " على", "probability": 0.849609375}, {"start": 2260.13, "end": 2260.81, "word": " المعدلات", "probability": 0.9029541015625}, {"start": 2260.81, "end": 2261.35, "word": " اللي", "probability": 0.9150390625}, {"start": 2261.35, "end": 2261.81, "word": " أخدناها", "probability": 0.95595703125}, {"start": 2261.81, "end": 2261.91, "word": " في", "probability": 0.93017578125}, {"start": 2261.91, "end": 2261.97, "word": " ال", "probability": 0.93798828125}, {"start": 2261.97, "end": 2262.27, "word": " algorithm", "probability": 0.88623046875}, {"start": 2262.27, "end": 2262.77, "word": " نفسه", "probability": 0.99560546875}, {"start": 2262.77, "end": 2263.09, "word": " أني", "probability": 0.42919921875}, {"start": 2263.09, "end": 2263.39, "word": " أبدأ", "probability": 0.9261067708333334}, {"start": 2263.39, "end": 2263.67, "word": " أعمل", "probability": 0.9645182291666666}, {"start": 2263.67, "end": 2264.55, "word": " activation", "probability": 0.87646484375}, {"start": 2264.55, "end": 2265.67, "word": " فبنبدأ", "probability": 0.91484375}, {"start": 2265.67, "end": 2266.15, "word": " نشتغل", "probability": 0.9927734375}, {"start": 2266.15, "end": 2266.27, "word": " هنا", "probability": 0.71337890625}, {"start": 2266.27, "end": 2266.77, "word": " activation", "probability": 0.9443359375}, {"start": 2266.77, "end": 2267.67, "word": " نضرب", "probability": 0.9650065104166666}, {"start": 2267.67, "end": 2268.89, "word": " نضرب", "probability": 0.9313151041666666}, {"start": 2268.89, "end": 2269.05, "word": " ال", "probability": 0.98486328125}, {"start": 2269.05, "end": 2269.29, "word": " weight", "probability": 0.95361328125}, {"start": 2269.29, "end": 2270.07, "word": " الأولى", "probability": 0.94873046875}, {"start": 2270.07, "end": 2270.45, "word": " العالية", "probability": 0.8084309895833334}, {"start": 2270.45, "end": 2270.77, "word": " هذه", "probability": 0.7353515625}, {"start": 2270.77, "end": 2271.13, "word": " مع", "probability": 0.98681640625}, {"start": 2271.13, "end": 2271.75, "word": " الواحد", "probability": 0.8193359375}, {"start": 2271.75, "end": 2272.37, "word": " طبعا", "probability": 0.95751953125}, {"start": 2272.37, "end": 2272.51, "word": " هنا", "probability": 0.9677734375}, {"start": 2272.51, "end": 2272.69, "word": " لما", "probability": 0.970703125}, {"start": 2272.69, "end": 2273.19, "word": " ندخل", "probability": 0.9852294921875}], "temperature": 1.0}, {"id": 95, "seek": 230192, "start": 2274.01, "end": 2301.93, "text": "sequence ندخل x1 او ال sample اللي يقولها كانت 10001 كويس دخلناها و نعمل activation ضربناها في العالي و هدول ضربناهم في المنخفض قيم منخفضة zeros هيها فضرب عادي جبري مافيش اي مشكلة فيه عشان نحصل على ال output ندخل التاني او التالتة او الرابعة او الخمسة و نبدأ نشتغل على delta delta مين؟ delta w's", "tokens": [11834, 655, 8717, 3215, 9778, 1211, 2031, 16, 1975, 2407, 2423, 6889, 13672, 1829, 7251, 39648, 11296, 25961, 2655, 9714, 16, 9122, 45865, 3794, 11778, 9778, 1211, 8315, 11296, 4032, 8717, 25957, 1211, 24433, 48812, 25513, 8315, 11296, 8978, 18863, 6027, 1829, 4032, 8032, 3215, 12610, 48812, 25513, 8315, 16095, 8978, 9673, 1863, 9778, 5172, 11242, 12174, 32640, 9154, 9778, 5172, 11242, 3660, 35193, 39896, 11296, 6156, 11242, 25513, 6225, 995, 16254, 10874, 3555, 16572, 19446, 41185, 8592, 1975, 1829, 37893, 28820, 3660, 8978, 3224, 6225, 8592, 7649, 8717, 5016, 36520, 15844, 2423, 5598, 8717, 3215, 9778, 1211, 16712, 7649, 1829, 1975, 2407, 16712, 6027, 2655, 3660, 1975, 2407, 34892, 16758, 27884, 1975, 2407, 33962, 2304, 3794, 3660, 4032, 8717, 44510, 10721, 8717, 8592, 2655, 17082, 1211, 15844, 8289, 8289, 3714, 9957, 22807, 8289, 261, 311], "avg_logprob": -0.21715328467153286, "compression_ratio": 1.7657992565055762, "no_speech_prob": 2.0205974578857422e-05, "words": [{"start": 2274.01, "end": 2274.59, "word": "sequence", "probability": 0.510498046875}, {"start": 2274.59, "end": 2275.05, "word": " ندخل", "probability": 0.85235595703125}, {"start": 2275.05, "end": 2276.13, "word": " x1", "probability": 0.472412109375}, {"start": 2276.13, "end": 2277.63, "word": " او", "probability": 0.6490478515625}, {"start": 2277.63, "end": 2277.71, "word": " ال", "probability": 0.7490234375}, {"start": 2277.71, "end": 2277.89, "word": " sample", "probability": 0.63134765625}, {"start": 2277.89, "end": 2278.01, "word": " اللي", "probability": 0.705810546875}, {"start": 2278.01, "end": 2278.19, "word": " يقولها", "probability": 0.6697591145833334}, {"start": 2278.19, "end": 2279.03, "word": " كانت", "probability": 0.82373046875}, {"start": 2279.03, "end": 2279.79, "word": " 10001", "probability": 0.390869140625}, {"start": 2279.79, "end": 2280.45, "word": " كويس", "probability": 0.767822265625}, {"start": 2280.45, "end": 2281.57, "word": " دخلناها", "probability": 0.94169921875}, {"start": 2281.57, "end": 2282.27, "word": " و", "probability": 0.9638671875}, {"start": 2282.27, "end": 2282.47, "word": " نعمل", "probability": 0.8997395833333334}, {"start": 2282.47, "end": 2282.85, "word": " activation", "probability": 0.97314453125}, {"start": 2282.85, "end": 2283.27, "word": " ضربناها", "probability": 0.9158935546875}, {"start": 2283.27, "end": 2283.37, "word": " في", "probability": 0.9091796875}, {"start": 2283.37, "end": 2283.75, "word": " العالي", "probability": 0.9404296875}, {"start": 2283.75, "end": 2284.05, "word": " و", "probability": 0.74072265625}, {"start": 2284.05, "end": 2284.25, "word": " هدول", "probability": 0.9275716145833334}, {"start": 2284.25, "end": 2284.67, "word": " ضربناهم", "probability": 0.890380859375}, {"start": 2284.67, "end": 2284.79, "word": " في", "probability": 0.94384765625}, {"start": 2284.79, "end": 2285.29, "word": " المنخفض", "probability": 0.805078125}, {"start": 2285.29, "end": 2285.67, "word": " قيم", "probability": 0.883056640625}, {"start": 2285.67, "end": 2286.73, "word": " منخفضة", "probability": 0.98671875}, {"start": 2286.73, "end": 2287.19, "word": " zeros", "probability": 0.22412109375}, {"start": 2287.19, "end": 2287.75, "word": " هيها", "probability": 0.86865234375}, {"start": 2287.75, "end": 2288.95, "word": " فضرب", "probability": 0.9812825520833334}, {"start": 2288.95, "end": 2289.87, "word": " عادي", "probability": 0.9523111979166666}, {"start": 2289.87, "end": 2290.27, "word": " جبري", "probability": 0.8961588541666666}, {"start": 2290.27, "end": 2290.93, "word": " مافيش", "probability": 0.9235026041666666}, {"start": 2290.93, "end": 2291.07, "word": " اي", "probability": 0.7286376953125}, {"start": 2291.07, "end": 2291.41, "word": " مشكلة", "probability": 0.9845377604166666}, {"start": 2291.41, "end": 2291.73, "word": " فيه", "probability": 0.982421875}, {"start": 2291.73, "end": 2292.09, "word": " عشان", "probability": 0.9825846354166666}, {"start": 2292.09, "end": 2292.45, "word": " نحصل", "probability": 0.9892578125}, {"start": 2292.45, "end": 2292.69, "word": " على", "probability": 0.92333984375}, {"start": 2292.69, "end": 2293.15, "word": " ال", "probability": 0.60400390625}, {"start": 2293.15, "end": 2293.79, "word": " output", "probability": 0.97900390625}, {"start": 2293.79, "end": 2294.79, "word": " ندخل", "probability": 0.9769287109375}, {"start": 2294.79, "end": 2295.19, "word": " التاني", "probability": 0.8221028645833334}, {"start": 2295.19, "end": 2295.29, "word": " او", "probability": 0.812744140625}, {"start": 2295.29, "end": 2295.73, "word": " التالتة", "probability": 0.9232177734375}, {"start": 2295.73, "end": 2295.81, "word": " او", "probability": 0.878173828125}, {"start": 2295.81, "end": 2296.11, "word": " الرابعة", "probability": 0.9440104166666666}, {"start": 2296.11, "end": 2296.21, "word": " او", "probability": 0.954345703125}, {"start": 2296.21, "end": 2296.53, "word": " الخمسة", "probability": 0.8992919921875}, {"start": 2296.53, "end": 2296.59, "word": " و", "probability": 0.9453125}, {"start": 2296.59, "end": 2296.89, "word": " نبدأ", "probability": 0.9197591145833334}, {"start": 2296.89, "end": 2297.37, "word": " نشتغل", "probability": 0.99580078125}, {"start": 2297.37, "end": 2297.61, "word": " على", "probability": 0.9619140625}, {"start": 2297.61, "end": 2298.23, "word": " delta", "probability": 0.4072265625}, {"start": 2298.23, "end": 2299.33, "word": " delta", "probability": 0.6416015625}, {"start": 2299.33, "end": 2299.71, "word": " مين؟", "probability": 0.4715983072916667}, {"start": 2299.71, "end": 2299.87, "word": " delta", "probability": 0.7646484375}, {"start": 2299.87, "end": 2301.93, "word": " w's", "probability": 0.632568359375}], "temperature": 1.0}, {"id": 96, "seek": 232819, "start": 2302.68, "end": 2328.2, "text": "delta w هذه و هذه و هذه و هذه و هذه كل واحدة منهم delta w حسب قيمة ال I بتاعتها بعد ذلك بعد أكم epoch هنجد أنه بيصير استقرار لقيم ال weights خلاص مابتعدش تتغير كتير مابتعدش تتغير كتير لما نصل لحالة الاستقرار هنجد أنه اللي صار لهم الحقيقة تقوية increasing هم ال", "tokens": [18105, 1328, 261, 29538, 4032, 29538, 4032, 29538, 4032, 29538, 4032, 29538, 28242, 36764, 24401, 3660, 9154, 16095, 8289, 261, 11331, 35457, 12174, 32640, 3660, 2423, 286, 39894, 995, 34268, 11296, 39182, 29910, 23275, 39182, 5551, 24793, 30992, 339, 8032, 1863, 7435, 3215, 14739, 3224, 4724, 1829, 9381, 13546, 44713, 4587, 2288, 9640, 5296, 4587, 32640, 2423, 17443, 16490, 1211, 33546, 3714, 16758, 2655, 22488, 8592, 6055, 2655, 17082, 13546, 9122, 2655, 13546, 3714, 16758, 2655, 22488, 8592, 6055, 2655, 17082, 13546, 9122, 2655, 13546, 5296, 15042, 8717, 36520, 5296, 5016, 6027, 3660, 42963, 14851, 4587, 2288, 9640, 8032, 1863, 7435, 3215, 14739, 3224, 13672, 1829, 20328, 9640, 5296, 16095, 21542, 38436, 28671, 6055, 4587, 2407, 10632, 5662, 8032, 2304, 2423], "avg_logprob": -0.1822489695470841, "compression_ratio": 1.9547511312217194, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 2302.68, "end": 2303.1, "word": "delta", "probability": 0.57861328125}, {"start": 2303.1, "end": 2303.38, "word": " w", "probability": 0.55126953125}, {"start": 2303.38, "end": 2303.64, "word": " هذه", "probability": 0.299560546875}, {"start": 2303.64, "end": 2303.76, "word": " و", "probability": 0.37255859375}, {"start": 2303.76, "end": 2304.0, "word": " هذه", "probability": 0.91259765625}, {"start": 2304.0, "end": 2304.14, "word": " و", "probability": 0.8740234375}, {"start": 2304.14, "end": 2304.34, "word": " هذه", "probability": 0.97216796875}, {"start": 2304.34, "end": 2304.44, "word": " و", "probability": 0.90478515625}, {"start": 2304.44, "end": 2304.6, "word": " هذه", "probability": 0.9384765625}, {"start": 2304.6, "end": 2304.68, "word": " و", "probability": 0.82958984375}, {"start": 2304.68, "end": 2304.82, "word": " هذه", "probability": 0.9267578125}, {"start": 2304.82, "end": 2305.0, "word": " كل", "probability": 0.50927734375}, {"start": 2305.0, "end": 2305.24, "word": " واحدة", "probability": 0.9866536458333334}, {"start": 2305.24, "end": 2305.5, "word": " منهم", "probability": 0.976318359375}, {"start": 2305.5, "end": 2306.06, "word": " delta", "probability": 0.3134765625}, {"start": 2306.06, "end": 2306.46, "word": " w", "probability": 0.8193359375}, {"start": 2306.46, "end": 2307.26, "word": " حسب", "probability": 0.968505859375}, {"start": 2307.26, "end": 2307.66, "word": " قيمة", "probability": 0.99609375}, {"start": 2307.66, "end": 2307.82, "word": " ال", "probability": 0.68408203125}, {"start": 2307.82, "end": 2308.02, "word": " I", "probability": 0.5576171875}, {"start": 2308.02, "end": 2308.56, "word": " بتاعتها", "probability": 0.8997802734375}, {"start": 2308.56, "end": 2309.6, "word": " بعد", "probability": 0.9072265625}, {"start": 2309.6, "end": 2309.92, "word": " ذلك", "probability": 0.962158203125}, {"start": 2309.92, "end": 2310.16, "word": " بعد", "probability": 0.794921875}, {"start": 2310.16, "end": 2310.42, "word": " أكم", "probability": 0.697509765625}, {"start": 2310.42, "end": 2311.4, "word": " epoch", "probability": 0.52008056640625}, {"start": 2311.4, "end": 2312.2, "word": " هنجد", "probability": 0.8817138671875}, {"start": 2312.2, "end": 2312.5, "word": " أنه", "probability": 0.77490234375}, {"start": 2312.5, "end": 2312.76, "word": " بيصير", "probability": 0.8409423828125}, {"start": 2312.76, "end": 2313.46, "word": " استقرار", "probability": 0.9752197265625}, {"start": 2313.46, "end": 2314.06, "word": " لقيم", "probability": 0.8523763020833334}, {"start": 2314.06, "end": 2314.62, "word": " ال", "probability": 0.9921875}, {"start": 2314.62, "end": 2315.0, "word": " weights", "probability": 0.8056640625}, {"start": 2315.0, "end": 2315.66, "word": " خلاص", "probability": 0.9627278645833334}, {"start": 2315.66, "end": 2316.52, "word": " مابتعدش", "probability": 0.765771484375}, {"start": 2316.52, "end": 2316.92, "word": " تتغير", "probability": 0.9840087890625}, {"start": 2316.92, "end": 2317.28, "word": " كتير", "probability": 0.982421875}, {"start": 2317.28, "end": 2318.0, "word": " مابتعدش", "probability": 0.868505859375}, {"start": 2318.0, "end": 2318.36, "word": " تتغير", "probability": 0.99462890625}, {"start": 2318.36, "end": 2318.64, "word": " كتير", "probability": 0.9915364583333334}, {"start": 2318.64, "end": 2319.64, "word": " لما", "probability": 0.9375}, {"start": 2319.64, "end": 2320.2, "word": " نصل", "probability": 0.913330078125}, {"start": 2320.2, "end": 2320.8, "word": " لحالة", "probability": 0.8125}, {"start": 2320.8, "end": 2321.38, "word": " الاستقرار", "probability": 0.98447265625}, {"start": 2321.38, "end": 2321.96, "word": " هنجد", "probability": 0.9808349609375}, {"start": 2321.96, "end": 2322.38, "word": " أنه", "probability": 0.749755859375}, {"start": 2322.38, "end": 2322.72, "word": " اللي", "probability": 0.981201171875}, {"start": 2322.72, "end": 2322.96, "word": " صار", "probability": 0.970947265625}, {"start": 2322.96, "end": 2323.14, "word": " لهم", "probability": 0.6885986328125}, {"start": 2323.14, "end": 2323.78, "word": " الحقيقة", "probability": 0.9931640625}, {"start": 2323.78, "end": 2325.36, "word": " تقوية", "probability": 0.959716796875}, {"start": 2325.36, "end": 2326.18, "word": " increasing", "probability": 0.9501953125}, {"start": 2326.18, "end": 2327.2, "word": " هم", "probability": 0.91796875}, {"start": 2327.2, "end": 2328.2, "word": " ال", "probability": 0.89697265625}], "temperature": 1.0}, {"id": 97, "seek": 234721, "start": 2329.47, "end": 2347.21, "text": "ال weights اللي احنا علمناه منه و اللي كانوا متوقعين الحقيقة .. الحقيقة كانوا متوقعين اللي هم زي ما احنا اليوم شايفينهم اتنين مرتبطة مع اتنين و مرتبطة مع خمسة مع اتنين و مع خمسة .. منطق جدا .. خمسة نفس الكلام اتنين مع خمسة", "tokens": [6027, 17443, 13672, 1829, 1975, 5016, 8315, 11203, 2304, 8315, 3224, 9154, 3224, 4032, 13672, 1829, 25961, 14407, 44650, 30543, 3615, 9957, 21542, 38436, 28671, 4386, 21542, 38436, 28671, 25961, 14407, 44650, 30543, 3615, 9957, 13672, 1829, 8032, 2304, 30767, 1829, 19446, 1975, 5016, 8315, 45595, 20498, 13412, 995, 33911, 9957, 16095, 1975, 2655, 1863, 9957, 3714, 43500, 3555, 9566, 3660, 20449, 1975, 2655, 1863, 9957, 4032, 3714, 43500, 3555, 9566, 3660, 20449, 16490, 2304, 3794, 3660, 20449, 1975, 2655, 1863, 9957, 4032, 20449, 16490, 2304, 3794, 3660, 4386, 9154, 9566, 4587, 10874, 28259, 4386, 16490, 2304, 3794, 3660, 8717, 36178, 2423, 28820, 10943, 1975, 2655, 1863, 9957, 20449, 16490, 2304, 3794, 3660], "avg_logprob": -0.11334977906785514, "compression_ratio": 2.2114285714285713, "no_speech_prob": 2.9206275939941406e-06, "words": [{"start": 2329.47, "end": 2329.73, "word": "ال", "probability": 0.84521484375}, {"start": 2329.73, "end": 2330.11, "word": " weights", "probability": 0.732421875}, {"start": 2330.11, "end": 2330.29, "word": " اللي", "probability": 0.8408203125}, {"start": 2330.29, "end": 2330.49, "word": " احنا", "probability": 0.8889973958333334}, {"start": 2330.49, "end": 2331.01, "word": " علمناه", "probability": 0.8240966796875}, {"start": 2331.01, "end": 2331.23, "word": " منه", "probability": 0.662353515625}, {"start": 2331.23, "end": 2331.31, "word": " و", "probability": 0.265869140625}, {"start": 2331.31, "end": 2331.39, "word": " اللي", "probability": 0.9306640625}, {"start": 2331.39, "end": 2331.61, "word": " كانوا", "probability": 0.98681640625}, {"start": 2331.61, "end": 2332.17, "word": " متوقعين", "probability": 0.99072265625}, {"start": 2332.17, "end": 2332.69, "word": " الحقيقة", "probability": 0.9845377604166666}, {"start": 2332.69, "end": 2332.77, "word": " ..", "probability": 0.529296875}, {"start": 2332.77, "end": 2333.77, "word": " الحقيقة", "probability": 0.8663736979166666}, {"start": 2333.77, "end": 2333.99, "word": " كانوا", "probability": 0.956298828125}, {"start": 2333.99, "end": 2334.63, "word": " متوقعين", "probability": 0.9908447265625}, {"start": 2334.63, "end": 2335.21, "word": " اللي", "probability": 0.95654296875}, {"start": 2335.21, "end": 2335.41, "word": " هم", "probability": 0.93212890625}, {"start": 2335.41, "end": 2335.65, "word": " زي", "probability": 0.942626953125}, {"start": 2335.65, "end": 2335.71, "word": " ما", "probability": 0.962890625}, {"start": 2335.71, "end": 2335.83, "word": " احنا", "probability": 0.9373372395833334}, {"start": 2335.83, "end": 2336.05, "word": " اليوم", "probability": 0.56402587890625}, {"start": 2336.05, "end": 2336.55, "word": " شايفينهم", "probability": 0.9703125}, {"start": 2336.55, "end": 2337.15, "word": " اتنين", "probability": 0.9111328125}, {"start": 2337.15, "end": 2338.53, "word": " مرتبطة", "probability": 0.979296875}, {"start": 2338.53, "end": 2338.61, "word": " مع", "probability": 0.99658203125}, {"start": 2338.61, "end": 2339.05, "word": " اتنين", "probability": 0.9891357421875}, {"start": 2339.05, "end": 2339.59, "word": " و", "probability": 0.9833984375}, {"start": 2339.59, "end": 2340.07, "word": " مرتبطة", "probability": 0.9751953125}, {"start": 2340.07, "end": 2340.19, "word": " مع", "probability": 0.99462890625}, {"start": 2340.19, "end": 2340.93, "word": " خمسة", "probability": 0.9862060546875}, {"start": 2340.93, "end": 2342.03, "word": " مع", "probability": 0.63134765625}, {"start": 2342.03, "end": 2342.29, "word": " اتنين", "probability": 0.9849853515625}, {"start": 2342.29, "end": 2342.35, "word": " و", "probability": 0.99169921875}, {"start": 2342.35, "end": 2342.45, "word": " مع", "probability": 0.9267578125}, {"start": 2342.45, "end": 2343.25, "word": " خمسة", "probability": 0.995849609375}, {"start": 2343.25, "end": 2343.57, "word": " ..", "probability": 0.73388671875}, {"start": 2343.57, "end": 2343.87, "word": " منطق", "probability": 0.7848307291666666}, {"start": 2343.87, "end": 2344.23, "word": " جدا", "probability": 0.8291015625}, {"start": 2344.23, "end": 2344.87, "word": " ..", "probability": 0.72265625}, {"start": 2344.87, "end": 2345.51, "word": " خمسة", "probability": 0.9609375}, {"start": 2345.51, "end": 2345.73, "word": " نفس", "probability": 0.991455078125}, {"start": 2345.73, "end": 2346.21, "word": " الكلام", "probability": 0.9677734375}, {"start": 2346.21, "end": 2346.65, "word": " اتنين", "probability": 0.8919677734375}, {"start": 2346.65, "end": 2346.77, "word": " مع", "probability": 0.98828125}, {"start": 2346.77, "end": 2347.21, "word": " خمسة", "probability": 0.9969482421875}], "temperature": 1.0}, {"id": 98, "seek": 237334, "start": 2347.92, "end": 2373.34, "text": "تنين مع خمسة جيد بحيث أنه هذه بتزيد هذه بتزيد معها هذه بتزيد هذه بتزيد معها نفس الكلام تلاتة و أربعة لأ هم مش مرتبطين مع حد هو مع حالهم بس بصرا activation معناته مع حالهم كويس فبدأنا بال diagonal ones او ال identity matrix ايها identity matrix وانتهينا نشوف نحلل اللي انتهينا له انتهينا باتنين", "tokens": [2655, 1863, 9957, 20449, 16490, 2304, 3794, 3660, 10874, 25708, 4724, 5016, 1829, 12984, 14739, 3224, 29538, 39894, 11622, 25708, 29538, 39894, 11622, 25708, 20449, 11296, 29538, 39894, 11622, 25708, 29538, 39894, 11622, 25708, 20449, 11296, 8717, 36178, 2423, 28820, 10943, 6055, 1211, 9307, 3660, 4032, 5551, 25513, 27884, 5296, 10721, 8032, 2304, 37893, 3714, 43500, 3555, 9566, 9957, 20449, 11331, 3215, 31439, 20449, 11331, 6027, 16095, 4724, 3794, 4724, 9381, 23557, 24433, 20449, 8315, 47395, 20449, 11331, 6027, 16095, 9122, 45865, 3794, 6156, 44510, 10721, 8315, 20666, 21539, 2306, 1975, 2407, 2423, 6575, 8141, 1975, 1829, 11296, 6575, 8141, 4032, 7649, 47395, 1829, 8315, 8717, 8592, 38688, 8717, 5016, 1211, 1211, 13672, 1829, 16472, 47395, 1829, 8315, 46740, 16472, 47395, 1829, 8315, 4724, 9307, 1863, 9957], "avg_logprob": -0.187133795931004, "compression_ratio": 1.963265306122449, "no_speech_prob": 2.7418136596679688e-06, "words": [{"start": 2347.92, "end": 2348.24, "word": "تنين", "probability": 0.4560546875}, {"start": 2348.24, "end": 2348.72, "word": " مع", "probability": 0.93896484375}, {"start": 2348.72, "end": 2349.32, "word": " خمسة", "probability": 0.96923828125}, {"start": 2349.32, "end": 2349.76, "word": " جيد", "probability": 0.84375}, {"start": 2349.76, "end": 2350.4, "word": " بحيث", "probability": 0.9581298828125}, {"start": 2350.4, "end": 2350.58, "word": " أنه", "probability": 0.5374755859375}, {"start": 2350.58, "end": 2350.72, "word": " هذه", "probability": 0.364990234375}, {"start": 2350.72, "end": 2351.08, "word": " بتزيد", "probability": 0.91259765625}, {"start": 2351.08, "end": 2351.22, "word": " هذه", "probability": 0.356689453125}, {"start": 2351.22, "end": 2351.52, "word": " بتزيد", "probability": 0.96728515625}, {"start": 2351.52, "end": 2351.76, "word": " معها", "probability": 0.77734375}, {"start": 2351.76, "end": 2351.96, "word": " هذه", "probability": 0.72314453125}, {"start": 2351.96, "end": 2352.52, "word": " بتزيد", "probability": 0.9666341145833334}, {"start": 2352.52, "end": 2352.64, "word": " هذه", "probability": 0.8759765625}, {"start": 2352.64, "end": 2352.94, "word": " بتزيد", "probability": 0.982421875}, {"start": 2352.94, "end": 2353.28, "word": " معها", "probability": 0.935791015625}, {"start": 2353.28, "end": 2353.98, "word": " نفس", "probability": 0.980224609375}, {"start": 2353.98, "end": 2354.3, "word": " الكلام", "probability": 0.9513346354166666}, {"start": 2354.3, "end": 2354.68, "word": " تلاتة", "probability": 0.951416015625}, {"start": 2354.68, "end": 2354.76, "word": " و", "probability": 0.65478515625}, {"start": 2354.76, "end": 2355.0, "word": " أربعة", "probability": 0.8170572916666666}, {"start": 2355.0, "end": 2355.18, "word": " لأ", "probability": 0.916259765625}, {"start": 2355.18, "end": 2355.3, "word": " هم", "probability": 0.79736328125}, {"start": 2355.3, "end": 2355.44, "word": " مش", "probability": 0.9775390625}, {"start": 2355.44, "end": 2355.78, "word": " مرتبطين", "probability": 0.94541015625}, {"start": 2355.78, "end": 2355.94, "word": " مع", "probability": 0.95068359375}, {"start": 2355.94, "end": 2356.08, "word": " حد", "probability": 0.93798828125}, {"start": 2356.08, "end": 2356.2, "word": " هو", "probability": 0.57763671875}, {"start": 2356.2, "end": 2356.36, "word": " مع", "probability": 0.91943359375}, {"start": 2356.36, "end": 2356.72, "word": " حالهم", "probability": 0.9729817708333334}, {"start": 2356.72, "end": 2357.46, "word": " بس", "probability": 0.994140625}, {"start": 2357.46, "end": 2357.88, "word": " بصرا", "probability": 0.8173828125}, {"start": 2357.88, "end": 2358.42, "word": " activation", "probability": 0.5556640625}, {"start": 2358.42, "end": 2358.98, "word": " معناته", "probability": 0.8639322916666666}, {"start": 2358.98, "end": 2359.1, "word": " مع", "probability": 0.98486328125}, {"start": 2359.1, "end": 2359.48, "word": " حالهم", "probability": 0.9814453125}, {"start": 2359.48, "end": 2360.48, "word": " كويس", "probability": 0.9189453125}, {"start": 2360.48, "end": 2361.42, "word": " فبدأنا", "probability": 0.984130859375}, {"start": 2361.42, "end": 2362.48, "word": " بال", "probability": 0.89111328125}, {"start": 2362.48, "end": 2363.84, "word": " diagonal", "probability": 0.70947265625}, {"start": 2363.84, "end": 2364.78, "word": " ones", "probability": 0.73876953125}, {"start": 2364.78, "end": 2365.28, "word": " او", "probability": 0.7264404296875}, {"start": 2365.28, "end": 2365.48, "word": " ال", "probability": 0.970703125}, {"start": 2365.48, "end": 2366.1, "word": " identity", "probability": 0.94140625}, {"start": 2366.1, "end": 2366.92, "word": " matrix", "probability": 0.9140625}, {"start": 2366.92, "end": 2367.88, "word": " ايها", "probability": 0.593505859375}, {"start": 2367.88, "end": 2368.32, "word": " identity", "probability": 0.810546875}, {"start": 2368.32, "end": 2368.84, "word": " matrix", "probability": 0.96337890625}, {"start": 2368.84, "end": 2369.72, "word": " وانتهينا", "probability": 0.9576171875}, {"start": 2369.72, "end": 2370.68, "word": " نشوف", "probability": 0.6947428385416666}, {"start": 2370.68, "end": 2371.14, "word": " نحلل", "probability": 0.8509521484375}, {"start": 2371.14, "end": 2371.26, "word": " اللي", "probability": 0.60546875}, {"start": 2371.26, "end": 2371.58, "word": " انتهينا", "probability": 0.960205078125}, {"start": 2371.58, "end": 2371.76, "word": " له", "probability": 0.8681640625}, {"start": 2371.76, "end": 2372.54, "word": " انتهينا", "probability": 0.953369140625}, {"start": 2372.54, "end": 2373.34, "word": " باتنين", "probability": 0.78155517578125}], "temperature": 1.0}, {"id": 99, "seek": 240229, "start": 2374.77, "end": 2402.29, "text": "الواحد أولا zeros اتفقنا لأنه أصلا ماصارلهش أساسا activation طول فترة التعلم طول فترة التعلم ماصارلهش activation فإيش بيصير في العصب هذا بيصيرله بيولوجيكال إيه دمور بيصيرله دمور خلاص دمور ميت تمام ف zeros اتنين مع اتنين أكام مرة ظهروا متفقين مع بعض مرتين شيك ظهروا مرتين مع بعض", "tokens": [6027, 14407, 24401, 5551, 12610, 995, 35193, 1975, 2655, 5172, 4587, 8315, 5296, 33456, 3224, 5551, 9381, 15040, 19446, 9381, 9640, 43761, 8592, 5551, 3794, 32277, 995, 24433, 23032, 12610, 6156, 2655, 25720, 16712, 3615, 19528, 23032, 12610, 6156, 2655, 25720, 16712, 3615, 19528, 19446, 9381, 9640, 43761, 8592, 24433, 6156, 28814, 1829, 8592, 4724, 1829, 9381, 13546, 8978, 18863, 9381, 3555, 23758, 4724, 1829, 9381, 13546, 43761, 4724, 1829, 12610, 29245, 1829, 4117, 6027, 11933, 1829, 3224, 11778, 2304, 13063, 4724, 1829, 9381, 13546, 43761, 11778, 2304, 13063, 16490, 1211, 33546, 11778, 2304, 13063, 3714, 36081, 46811, 10943, 6156, 35193, 1975, 2655, 1863, 9957, 20449, 1975, 2655, 1863, 9957, 5551, 4117, 10943, 3714, 25720, 1357, 116, 3224, 2288, 14407, 44650, 5172, 4587, 9957, 20449, 45030, 11242, 3714, 43500, 9957, 13412, 1829, 4117, 1357, 116, 3224, 2288, 14407, 3714, 43500, 9957, 20449, 45030, 11242], "avg_logprob": -0.17004309851547766, "compression_ratio": 2.106194690265487, "no_speech_prob": 0.0, "words": [{"start": 2374.77, "end": 2375.49, "word": "الواحد", "probability": 0.94482421875}, {"start": 2375.49, "end": 2375.81, "word": " أولا", "probability": 0.8557942708333334}, {"start": 2375.81, "end": 2376.23, "word": " zeros", "probability": 0.44775390625}, {"start": 2376.23, "end": 2377.31, "word": " اتفقنا", "probability": 0.9294921875}, {"start": 2377.31, "end": 2377.79, "word": " لأنه", "probability": 0.6940104166666666}, {"start": 2377.79, "end": 2378.17, "word": " أصلا", "probability": 0.92431640625}, {"start": 2378.17, "end": 2378.67, "word": " ماصارلهش", "probability": 0.64697265625}, {"start": 2378.67, "end": 2379.41, "word": " أساسا", "probability": 0.9080810546875}, {"start": 2379.41, "end": 2379.77, "word": " activation", "probability": 0.89501953125}, {"start": 2379.77, "end": 2380.11, "word": " طول", "probability": 0.989990234375}, {"start": 2380.11, "end": 2380.51, "word": " فترة", "probability": 0.9964192708333334}, {"start": 2380.51, "end": 2381.59, "word": " التعلم", "probability": 0.92822265625}, {"start": 2381.59, "end": 2382.53, "word": " طول", "probability": 0.9462890625}, {"start": 2382.53, "end": 2382.75, "word": " فترة", "probability": 0.9912109375}, {"start": 2382.75, "end": 2382.99, "word": " التعلم", "probability": 0.9191080729166666}, {"start": 2382.99, "end": 2383.37, "word": " ماصارلهش", "probability": 0.92236328125}, {"start": 2383.37, "end": 2384.09, "word": " activation", "probability": 0.9921875}, {"start": 2384.09, "end": 2385.13, "word": " فإيش", "probability": 0.8817138671875}, {"start": 2385.13, "end": 2385.45, "word": " بيصير", "probability": 0.9554443359375}, {"start": 2385.45, "end": 2385.55, "word": " في", "probability": 0.92236328125}, {"start": 2385.55, "end": 2385.91, "word": " العصب", "probability": 0.9944661458333334}, {"start": 2385.91, "end": 2386.13, "word": " هذا", "probability": 0.79248046875}, {"start": 2386.13, "end": 2386.81, "word": " بيصيرله", "probability": 0.88935546875}, {"start": 2386.81, "end": 2387.91, "word": " بيولوجيكال", "probability": 0.6416015625}, {"start": 2387.91, "end": 2388.17, "word": " إيه", "probability": 0.77880859375}, {"start": 2388.17, "end": 2388.77, "word": " دمور", "probability": 0.7931315104166666}, {"start": 2388.77, "end": 2389.83, "word": " بيصيرله", "probability": 0.9458984375}, {"start": 2389.83, "end": 2390.13, "word": " دمور", "probability": 0.9669596354166666}, {"start": 2390.13, "end": 2390.49, "word": " خلاص", "probability": 0.9733072916666666}, {"start": 2390.49, "end": 2391.33, "word": " دمور", "probability": 0.797607421875}, {"start": 2391.33, "end": 2392.09, "word": " ميت", "probability": 0.96728515625}, {"start": 2392.09, "end": 2393.39, "word": " تمام", "probability": 0.954833984375}, {"start": 2393.39, "end": 2393.53, "word": " ف", "probability": 0.90869140625}, {"start": 2393.53, "end": 2394.01, "word": " zeros", "probability": 0.703125}, {"start": 2394.01, "end": 2394.87, "word": " اتنين", "probability": 0.88427734375}, {"start": 2394.87, "end": 2394.99, "word": " مع", "probability": 0.98779296875}, {"start": 2394.99, "end": 2395.79, "word": " اتنين", "probability": 0.9560546875}, {"start": 2395.79, "end": 2396.29, "word": " أكام", "probability": 0.4939778645833333}, {"start": 2396.29, "end": 2396.45, "word": " مرة", "probability": 0.98046875}, {"start": 2396.45, "end": 2396.97, "word": " ظهروا", "probability": 0.8791015625}, {"start": 2396.97, "end": 2397.69, "word": " متفقين", "probability": 0.95654296875}, {"start": 2397.69, "end": 2397.81, "word": " مع", "probability": 0.99560546875}, {"start": 2397.81, "end": 2397.99, "word": " بعض", "probability": 0.996337890625}, {"start": 2397.99, "end": 2398.53, "word": " مرتين", "probability": 0.98974609375}, {"start": 2398.53, "end": 2400.09, "word": " شيك", "probability": 0.4665934244791667}, {"start": 2400.09, "end": 2401.53, "word": " ظهروا", "probability": 0.8310546875}, {"start": 2401.53, "end": 2401.85, "word": " مرتين", "probability": 0.9886067708333334}, {"start": 2401.85, "end": 2402.01, "word": " مع", "probability": 0.9970703125}, {"start": 2402.01, "end": 2402.29, "word": " بعض", "probability": 0.997802734375}], "temperature": 1.0}, {"id": 100, "seek": 242666, "start": 2403.44, "end": 2426.66, "text": "الكويس هيهم زهروا هنا مرة و هنا مرة الاتنين زهرت هنا مرة و هنا مرة ففي كل ابوك هي جاعدة بتزود هنا واحد و بتزود هنا واحد مجموع باتنين فأتوقع أن ال maximum value إلها جاعدة بت limit للاتنين كل ما زودنا بت limit للاتنين نفس الكلام لخمسة الحقيقة ل الخمسة تمام", "tokens": [6027, 4117, 45865, 3794, 39896, 16095, 30767, 3224, 2288, 14407, 34105, 3714, 25720, 4032, 34105, 3714, 25720, 2423, 9307, 1863, 9957, 30767, 3224, 43500, 34105, 3714, 25720, 4032, 34105, 3714, 25720, 6156, 41185, 28242, 48127, 2407, 4117, 39896, 10874, 995, 22488, 3660, 39894, 11622, 23328, 34105, 36764, 24401, 4032, 39894, 11622, 23328, 34105, 36764, 24401, 3714, 7435, 2304, 45367, 4724, 9307, 1863, 9957, 6156, 10721, 2655, 30543, 3615, 14739, 2423, 6674, 2158, 11933, 1211, 11296, 10874, 995, 22488, 3660, 39894, 4948, 24976, 9307, 1863, 9957, 28242, 19446, 30767, 23328, 8315, 39894, 4948, 24976, 9307, 1863, 9957, 8717, 36178, 2423, 28820, 10943, 5296, 9778, 2304, 3794, 3660, 21542, 38436, 28671, 5296, 33962, 2304, 3794, 3660, 46811, 10943], "avg_logprob": -0.20165598443430713, "compression_ratio": 2.121359223300971, "no_speech_prob": 9.000301361083984e-06, "words": [{"start": 2403.4400000000005, "end": 2404.1400000000003, "word": "الكويس", "probability": 0.73712158203125}, {"start": 2404.1400000000003, "end": 2404.84, "word": " هيهم", "probability": 0.62060546875}, {"start": 2404.84, "end": 2405.64, "word": " زهروا", "probability": 0.7205810546875}, {"start": 2405.64, "end": 2405.8, "word": " هنا", "probability": 0.9619140625}, {"start": 2405.8, "end": 2406.14, "word": " مرة", "probability": 0.98583984375}, {"start": 2406.14, "end": 2407.48, "word": " و", "probability": 0.5107421875}, {"start": 2407.48, "end": 2407.62, "word": " هنا", "probability": 0.9501953125}, {"start": 2407.62, "end": 2407.86, "word": " مرة", "probability": 0.994384765625}, {"start": 2407.86, "end": 2408.28, "word": " الاتنين", "probability": 0.72540283203125}, {"start": 2408.28, "end": 2409.58, "word": " زهرت", "probability": 0.7579752604166666}, {"start": 2409.58, "end": 2409.72, "word": " هنا", "probability": 0.9501953125}, {"start": 2409.72, "end": 2409.94, "word": " مرة", "probability": 0.994873046875}, {"start": 2409.94, "end": 2410.02, "word": " و", "probability": 0.9111328125}, {"start": 2410.02, "end": 2410.1, "word": " هنا", "probability": 0.97802734375}, {"start": 2410.1, "end": 2410.34, "word": " مرة", "probability": 0.99365234375}, {"start": 2410.34, "end": 2410.84, "word": " ففي", "probability": 0.886474609375}, {"start": 2410.84, "end": 2411.08, "word": " كل", "probability": 0.98583984375}, {"start": 2411.08, "end": 2411.76, "word": " ابوك", "probability": 0.5000813802083334}, {"start": 2411.76, "end": 2412.18, "word": " هي", "probability": 0.80908203125}, {"start": 2412.18, "end": 2412.68, "word": " جاعدة", "probability": 0.827392578125}, {"start": 2412.68, "end": 2413.44, "word": " بتزود", "probability": 0.91455078125}, {"start": 2413.44, "end": 2414.44, "word": " هنا", "probability": 0.97265625}, {"start": 2414.44, "end": 2415.0, "word": " واحد", "probability": 0.97314453125}, {"start": 2415.0, "end": 2415.1, "word": " و", "probability": 0.88232421875}, {"start": 2415.1, "end": 2415.4, "word": " بتزود", "probability": 0.9529622395833334}, {"start": 2415.4, "end": 2415.56, "word": " هنا", "probability": 0.98388671875}, {"start": 2415.56, "end": 2415.88, "word": " واحد", "probability": 0.984619140625}, {"start": 2415.88, "end": 2416.32, "word": " مجموع", "probability": 0.933349609375}, {"start": 2416.32, "end": 2417.08, "word": " باتنين", "probability": 0.7718505859375}, {"start": 2417.08, "end": 2418.06, "word": " فأتوقع", "probability": 0.8775390625}, {"start": 2418.06, "end": 2418.18, "word": " أن", "probability": 0.435546875}, {"start": 2418.18, "end": 2418.28, "word": " ال", "probability": 0.92333984375}, {"start": 2418.28, "end": 2418.64, "word": " maximum", "probability": 0.958984375}, {"start": 2418.64, "end": 2419.06, "word": " value", "probability": 0.9931640625}, {"start": 2419.06, "end": 2419.3, "word": " إلها", "probability": 0.6141764322916666}, {"start": 2419.3, "end": 2419.82, "word": " جاعدة", "probability": 0.9239501953125}, {"start": 2419.82, "end": 2419.96, "word": " بت", "probability": 0.94482421875}, {"start": 2419.96, "end": 2420.22, "word": " limit", "probability": 0.97998046875}, {"start": 2420.22, "end": 2421.06, "word": " للاتنين", "probability": 0.83258056640625}, {"start": 2421.06, "end": 2421.84, "word": " كل", "probability": 0.93310546875}, {"start": 2421.84, "end": 2421.94, "word": " ما", "probability": 0.76953125}, {"start": 2421.94, "end": 2422.26, "word": " زودنا", "probability": 0.9479166666666666}, {"start": 2422.26, "end": 2422.38, "word": " بت", "probability": 0.9189453125}, {"start": 2422.38, "end": 2422.54, "word": " limit", "probability": 0.984375}, {"start": 2422.54, "end": 2422.8, "word": " للاتنين", "probability": 0.7900390625}, {"start": 2422.8, "end": 2423.1, "word": " نفس", "probability": 0.890625}, {"start": 2423.1, "end": 2423.4, "word": " الكلام", "probability": 0.9685872395833334}, {"start": 2423.4, "end": 2423.8, "word": " لخمسة", "probability": 0.93486328125}, {"start": 2423.8, "end": 2424.88, "word": " الحقيقة", "probability": 0.8824869791666666}, {"start": 2424.88, "end": 2425.38, "word": " ل", "probability": 0.7607421875}, {"start": 2425.38, "end": 2426.16, "word": " الخمسة", "probability": 0.956787109375}, {"start": 2426.16, "end": 2426.66, "word": " تمام", "probability": 0.96728515625}], "temperature": 1.0}, {"id": 101, "seek": 245814, "start": 2428.68, "end": 2458.14, "text": "فزي ما قلنا هنجي اتنين مع الاتنين حوالي الاتنين و الاتنين مع الخمس نفس الكلام بهم زادوا مع بعضة كام مرة مرتين كان ماتشنج عمله من الخمس مرات مرتين عملوا ماتشنج مرتين عملوا ماتشنج مع بعض فتوقع برضه توقع انه حسب المعادلات زيادة المعادلة تلومت هتلمت للاتنين فنفس الكلام برضه من الخمسة و اتنين و الخمسة و خمسة تعالى نشوف تلاتة مع تلاتة", "tokens": [5172, 11622, 1829, 19446, 12174, 1211, 8315, 8032, 1863, 7435, 1829, 1975, 2655, 1863, 9957, 20449, 2423, 9307, 1863, 9957, 11331, 2407, 6027, 1829, 2423, 9307, 1863, 9957, 4032, 2423, 9307, 1863, 9957, 20449, 33962, 2304, 3794, 8717, 36178, 2423, 28820, 10943, 4724, 16095, 30767, 18513, 14407, 20449, 45030, 11242, 3660, 9122, 10943, 3714, 25720, 3714, 43500, 9957, 25961, 3714, 9307, 8592, 1863, 7435, 6225, 42213, 3224, 9154, 33962, 2304, 3794, 3714, 2288, 9307, 3714, 43500, 9957, 6225, 42213, 14407, 3714, 9307, 8592, 1863, 7435, 3714, 43500, 9957, 6225, 42213, 14407, 3714, 9307, 8592, 1863, 7435, 20449, 45030, 11242, 6156, 2655, 30543, 3615, 4724, 43042, 3224, 6055, 30543, 3615, 16472, 3224, 11331, 35457, 9673, 3615, 18513, 1211, 9307, 30767, 1829, 18513, 3660, 9673, 3615, 18513, 37977, 6055, 1211, 20498, 2655, 8032, 2655, 19528, 2655, 24976, 9307, 1863, 9957, 6156, 1863, 36178, 2423, 28820, 10943, 4724, 43042, 3224, 9154, 33962, 2304, 3794, 3660, 4032, 1975, 2655, 1863, 9957, 4032, 33962, 2304, 3794, 3660, 4032, 16490, 2304, 3794, 3660, 37279, 6027, 7578, 8717, 8592, 38688, 6055, 1211, 9307, 3660, 20449, 6055, 1211, 9307, 3660], "avg_logprob": -0.16265369503875898, "compression_ratio": 2.646017699115044, "no_speech_prob": 8.344650268554688e-07, "words": [{"start": 2428.68, "end": 2429.54, "word": "فزي", "probability": 0.8681640625}, {"start": 2429.54, "end": 2429.64, "word": " ما", "probability": 0.96435546875}, {"start": 2429.64, "end": 2430.0, "word": " قلنا", "probability": 0.9363606770833334}, {"start": 2430.0, "end": 2430.76, "word": " هنجي", "probability": 0.7078857421875}, {"start": 2430.76, "end": 2431.28, "word": " اتنين", "probability": 0.82110595703125}, {"start": 2431.28, "end": 2431.52, "word": " مع", "probability": 0.96826171875}, {"start": 2431.52, "end": 2431.98, "word": " الاتنين", "probability": 0.77984619140625}, {"start": 2431.98, "end": 2432.44, "word": " حوالي", "probability": 0.908203125}, {"start": 2432.44, "end": 2432.86, "word": " الاتنين", "probability": 0.8465576171875}, {"start": 2432.86, "end": 2433.02, "word": " و", "probability": 0.439453125}, {"start": 2433.02, "end": 2433.38, "word": " الاتنين", "probability": 0.8685302734375}, {"start": 2433.38, "end": 2433.54, "word": " مع", "probability": 0.97998046875}, {"start": 2433.54, "end": 2433.9, "word": " الخمس", "probability": 0.97998046875}, {"start": 2433.9, "end": 2434.14, "word": " نفس", "probability": 0.91845703125}, {"start": 2434.14, "end": 2434.62, "word": " الكلام", "probability": 0.9729817708333334}, {"start": 2434.62, "end": 2435.12, "word": " بهم", "probability": 0.578369140625}, {"start": 2435.12, "end": 2435.48, "word": " زادوا", "probability": 0.9596354166666666}, {"start": 2435.48, "end": 2435.6, "word": " مع", "probability": 0.9892578125}, {"start": 2435.6, "end": 2435.96, "word": " بعضة", "probability": 0.7396647135416666}, {"start": 2435.96, "end": 2436.12, "word": " كام", "probability": 0.7138671875}, {"start": 2436.12, "end": 2436.38, "word": " مرة", "probability": 0.95654296875}, {"start": 2436.38, "end": 2437.2, "word": " مرتين", "probability": 0.8818359375}, {"start": 2437.2, "end": 2438.1, "word": " كان", "probability": 0.337646484375}, {"start": 2438.1, "end": 2438.54, "word": " ماتشنج", "probability": 0.752490234375}, {"start": 2438.54, "end": 2438.76, "word": " عمله", "probability": 0.8802083333333334}, {"start": 2438.76, "end": 2438.88, "word": " من", "probability": 0.7490234375}, {"start": 2438.88, "end": 2439.44, "word": " الخمس", "probability": 0.9381510416666666}, {"start": 2439.44, "end": 2439.9, "word": " مرات", "probability": 0.9666341145833334}, {"start": 2439.9, "end": 2441.02, "word": " مرتين", "probability": 0.8946940104166666}, {"start": 2441.02, "end": 2442.04, "word": " عملوا", "probability": 0.9287109375}, {"start": 2442.04, "end": 2442.48, "word": " ماتشنج", "probability": 0.858642578125}, {"start": 2442.48, "end": 2443.28, "word": " مرتين", "probability": 0.8294270833333334}, {"start": 2443.28, "end": 2443.7, "word": " عملوا", "probability": 0.9713541666666666}, {"start": 2443.7, "end": 2444.3, "word": " ماتشنج", "probability": 0.886474609375}, {"start": 2444.3, "end": 2444.42, "word": " مع", "probability": 0.99267578125}, {"start": 2444.42, "end": 2444.7, "word": " بعض", "probability": 0.99658203125}, {"start": 2444.7, "end": 2445.44, "word": " فتوقع", "probability": 0.9390869140625}, {"start": 2445.44, "end": 2445.88, "word": " برضه", "probability": 0.9777018229166666}, {"start": 2445.88, "end": 2446.6, "word": " توقع", "probability": 0.845703125}, {"start": 2446.6, "end": 2447.28, "word": " انه", "probability": 0.861083984375}, {"start": 2447.28, "end": 2447.58, "word": " حسب", "probability": 0.991455078125}, {"start": 2447.58, "end": 2448.4, "word": " المعادلات", "probability": 0.970703125}, {"start": 2448.4, "end": 2449.0, "word": " زيادة", "probability": 0.98583984375}, {"start": 2449.0, "end": 2449.4, "word": " المعادلة", "probability": 0.9791259765625}, {"start": 2449.4, "end": 2450.16, "word": " تلومت", "probability": 0.5491943359375}, {"start": 2450.16, "end": 2450.8, "word": " هتلمت", "probability": 0.694732666015625}, {"start": 2450.8, "end": 2451.72, "word": " للاتنين", "probability": 0.78076171875}, {"start": 2451.72, "end": 2452.44, "word": " فنفس", "probability": 0.9677734375}, {"start": 2452.44, "end": 2452.8, "word": " الكلام", "probability": 0.9768880208333334}, {"start": 2452.8, "end": 2453.04, "word": " برضه", "probability": 0.91357421875}, {"start": 2453.04, "end": 2453.18, "word": " من", "probability": 0.90625}, {"start": 2453.18, "end": 2453.84, "word": " الخمسة", "probability": 0.9537353515625}, {"start": 2453.84, "end": 2454.06, "word": " و", "probability": 0.83349609375}, {"start": 2454.06, "end": 2454.48, "word": " اتنين", "probability": 0.85833740234375}, {"start": 2454.48, "end": 2454.76, "word": " و", "probability": 0.89501953125}, {"start": 2454.76, "end": 2455.26, "word": " الخمسة", "probability": 0.9808349609375}, {"start": 2455.26, "end": 2455.36, "word": " و", "probability": 0.99658203125}, {"start": 2455.36, "end": 2455.78, "word": " خمسة", "probability": 0.906982421875}, {"start": 2455.78, "end": 2456.22, "word": " تعالى", "probability": 0.7906901041666666}, {"start": 2456.22, "end": 2456.46, "word": " نشوف", "probability": 0.9954427083333334}, {"start": 2456.46, "end": 2457.1, "word": " تلاتة", "probability": 0.952392578125}, {"start": 2457.1, "end": 2457.54, "word": " مع", "probability": 0.99609375}, {"start": 2457.54, "end": 2458.14, "word": " تلاتة", "probability": 0.99267578125}], "temperature": 1.0}, {"id": 102, "seek": 248408, "start": 2459.5, "end": 2484.08, "text": "مع نفسها مرة واحدة ظهرت، مش هيك؟ نسبة للتلاتة هي ظهرت .. وين التلاتة؟ هي التلاتة، التلاتة مظهرتش اللي هو مرة واحدة فقط، لا أكثر ولا أقل، ومع نفسها، ماشتركتش مع حدا، يعني مش والله الزيادة اللي حصلت عندها تزامنت مع زيادة حصلت مع غيرها، لأ، ماحصلش هذا الكلام، ماحصلش هذا الكلام، تمام", "tokens": [2304, 3615, 8717, 36178, 11296, 3714, 25720, 36764, 24401, 3660, 1357, 116, 3224, 43500, 12399, 37893, 39896, 4117, 22807, 8717, 35457, 3660, 24976, 2655, 1211, 9307, 3660, 39896, 1357, 116, 3224, 43500, 4386, 4032, 9957, 16712, 1211, 9307, 3660, 22807, 39896, 16712, 1211, 9307, 3660, 12399, 16712, 1211, 9307, 3660, 3714, 19913, 3224, 43500, 8592, 13672, 1829, 31439, 3714, 25720, 36764, 24401, 3660, 6156, 47432, 12399, 20193, 5551, 4117, 49115, 49429, 5551, 4587, 1211, 12399, 4032, 2304, 3615, 8717, 36178, 11296, 12399, 19446, 8592, 2655, 31747, 2655, 8592, 20449, 11331, 28259, 12399, 37495, 22653, 37893, 16070, 43761, 6024, 110, 1829, 18513, 3660, 13672, 1829, 11331, 36520, 2655, 43242, 11296, 6055, 11622, 10943, 29399, 20449, 30767, 1829, 18513, 3660, 11331, 36520, 2655, 20449, 32771, 13546, 11296, 12399, 5296, 10721, 12399, 19446, 5016, 36520, 8592, 23758, 2423, 28820, 10943, 12399, 19446, 5016, 36520, 8592, 23758, 2423, 28820, 10943, 12399, 46811, 10943], "avg_logprob": -0.1105208316942056, "compression_ratio": 2.2589285714285716, "no_speech_prob": 4.0531158447265625e-06, "words": [{"start": 2459.5, "end": 2459.78, "word": "مع", "probability": 0.976806640625}, {"start": 2459.78, "end": 2460.32, "word": " نفسها", "probability": 0.9970703125}, {"start": 2460.32, "end": 2461.62, "word": " مرة", "probability": 0.85888671875}, {"start": 2461.62, "end": 2461.92, "word": " واحدة", "probability": 0.98583984375}, {"start": 2461.92, "end": 2462.68, "word": " ظهرت،", "probability": 0.797265625}, {"start": 2462.68, "end": 2462.84, "word": " مش", "probability": 0.89501953125}, {"start": 2462.84, "end": 2463.76, "word": " هيك؟", "probability": 0.8125}, {"start": 2463.76, "end": 2464.18, "word": " نسبة", "probability": 0.732421875}, {"start": 2464.18, "end": 2464.88, "word": " للتلاتة", "probability": 0.9287109375}, {"start": 2464.88, "end": 2466.04, "word": " هي", "probability": 0.5654296875}, {"start": 2466.04, "end": 2466.5, "word": " ظهرت", "probability": 0.96337890625}, {"start": 2466.5, "end": 2466.84, "word": " ..", "probability": 0.5908203125}, {"start": 2466.84, "end": 2467.1, "word": " وين", "probability": 0.777587890625}, {"start": 2467.1, "end": 2467.5, "word": " التلاتة؟", "probability": 0.94619140625}, {"start": 2467.5, "end": 2467.64, "word": " هي", "probability": 0.6298828125}, {"start": 2467.64, "end": 2468.7, "word": " التلاتة،", "probability": 0.871533203125}, {"start": 2468.7, "end": 2468.98, "word": " التلاتة", "probability": 0.955322265625}, {"start": 2468.98, "end": 2469.34, "word": " مظهرتش", "probability": 0.83017578125}, {"start": 2469.34, "end": 2469.44, "word": " اللي", "probability": 0.943115234375}, {"start": 2469.44, "end": 2469.5, "word": " هو", "probability": 0.83349609375}, {"start": 2469.5, "end": 2469.64, "word": " مرة", "probability": 0.984375}, {"start": 2469.64, "end": 2469.94, "word": " واحدة", "probability": 0.9920247395833334}, {"start": 2469.94, "end": 2471.12, "word": " فقط،", "probability": 0.93603515625}, {"start": 2471.12, "end": 2471.22, "word": " لا", "probability": 0.923828125}, {"start": 2471.22, "end": 2471.48, "word": " أكثر", "probability": 0.9474283854166666}, {"start": 2471.48, "end": 2471.62, "word": " ولا", "probability": 0.90625}, {"start": 2471.62, "end": 2472.48, "word": " أقل،", "probability": 0.8814697265625}, {"start": 2472.48, "end": 2472.78, "word": " ومع", "probability": 0.8473307291666666}, {"start": 2472.78, "end": 2473.2, "word": " نفسها،", "probability": 0.96435546875}, {"start": 2473.2, "end": 2473.72, "word": " ماشتركتش", "probability": 0.8658040364583334}, {"start": 2473.72, "end": 2473.86, "word": " مع", "probability": 0.99365234375}, {"start": 2473.86, "end": 2474.62, "word": " حدا،", "probability": 0.8455403645833334}, {"start": 2474.62, "end": 2474.9, "word": " يعني", "probability": 0.971923828125}, {"start": 2474.9, "end": 2475.4, "word": " مش", "probability": 0.92236328125}, {"start": 2475.4, "end": 2475.68, "word": " والله", "probability": 0.934326171875}, {"start": 2475.68, "end": 2476.28, "word": " الزيادة", "probability": 0.92119140625}, {"start": 2476.28, "end": 2476.86, "word": " اللي", "probability": 0.95751953125}, {"start": 2476.86, "end": 2477.3, "word": " حصلت", "probability": 0.99560546875}, {"start": 2477.3, "end": 2477.72, "word": " عندها", "probability": 0.997314453125}, {"start": 2477.72, "end": 2478.66, "word": " تزامنت", "probability": 0.9781494140625}, {"start": 2478.66, "end": 2478.94, "word": " مع", "probability": 0.994140625}, {"start": 2478.94, "end": 2479.42, "word": " زيادة", "probability": 0.9912109375}, {"start": 2479.42, "end": 2479.9, "word": " حصلت", "probability": 0.99462890625}, {"start": 2479.9, "end": 2480.26, "word": " مع", "probability": 0.9970703125}, {"start": 2480.26, "end": 2480.94, "word": " غيرها،", "probability": 0.9857177734375}, {"start": 2480.94, "end": 2481.3, "word": " لأ،", "probability": 0.8515625}, {"start": 2481.3, "end": 2482.0, "word": " ماحصلش", "probability": 0.9642333984375}, {"start": 2482.0, "end": 2482.14, "word": " هذا", "probability": 0.9716796875}, {"start": 2482.14, "end": 2482.72, "word": " الكلام،", "probability": 0.9395751953125}, {"start": 2482.72, "end": 2483.12, "word": " ماحصلش", "probability": 0.8773193359375}, {"start": 2483.12, "end": 2483.26, "word": " هذا", "probability": 0.99169921875}, {"start": 2483.26, "end": 2483.82, "word": " الكلام،", "probability": 0.930419921875}, {"start": 2483.82, "end": 2484.08, "word": " تمام", "probability": 0.989990234375}], "temperature": 1.0}, {"id": 103, "seek": 250813, "start": 2486.41, "end": 2508.13, "text": "فبالضبط هتكون هنا حوالين الواحد وهنا نفس الكلام الأربعة هي نفس الفكرة ترجعوا بتشوفوها هتلاقوها فعلا ظهرت مرة واحدة لا أكثر ولا أقل جيد الآن لو نعطيها input نقول الله بنعمل test ال test هذا لإيه؟ لل term 100101 هل هو هذا واحد من ال input بتاعنا؟", "tokens": [5172, 3555, 6027, 11242, 3555, 9566, 8032, 2655, 30544, 34105, 11331, 2407, 6027, 9957, 2423, 14407, 24401, 37037, 8315, 8717, 36178, 2423, 28820, 10943, 16247, 25513, 27884, 39896, 8717, 36178, 27188, 4117, 25720, 6055, 47341, 3615, 14407, 39894, 8592, 38688, 2407, 11296, 8032, 2655, 15040, 4587, 2407, 11296, 6156, 3615, 15040, 1357, 116, 3224, 43500, 3714, 25720, 36764, 24401, 3660, 20193, 5551, 4117, 49115, 49429, 5551, 4587, 1211, 10874, 25708, 6024, 48506, 45164, 8717, 3615, 9566, 1829, 11296, 4846, 8717, 39648, 21984, 44945, 25957, 1211, 1500, 2423, 1500, 23758, 5296, 28814, 1829, 3224, 22807, 24976, 1433, 2319, 47520, 8032, 1211, 31439, 23758, 36764, 24401, 9154, 2423, 4846, 39894, 45761, 8315, 22807], "avg_logprob": -0.17243302892893553, "compression_ratio": 1.7468354430379747, "no_speech_prob": 8.940696716308594e-06, "words": [{"start": 2486.4100000000003, "end": 2487.13, "word": "فبالضبط", "probability": 0.9256184895833334}, {"start": 2487.13, "end": 2487.49, "word": " هتكون", "probability": 0.8668619791666666}, {"start": 2487.49, "end": 2487.65, "word": " هنا", "probability": 0.8046875}, {"start": 2487.65, "end": 2488.01, "word": " حوالين", "probability": 0.96728515625}, {"start": 2488.01, "end": 2488.51, "word": " الواحد", "probability": 0.87939453125}, {"start": 2488.51, "end": 2488.79, "word": " وهنا", "probability": 0.671630859375}, {"start": 2488.79, "end": 2488.97, "word": " نفس", "probability": 0.9765625}, {"start": 2488.97, "end": 2489.33, "word": " الكلام", "probability": 0.9391276041666666}, {"start": 2489.33, "end": 2489.79, "word": " الأربعة", "probability": 0.83544921875}, {"start": 2489.79, "end": 2490.03, "word": " هي", "probability": 0.85546875}, {"start": 2490.03, "end": 2490.25, "word": " نفس", "probability": 0.989990234375}, {"start": 2490.25, "end": 2490.67, "word": " الفكرة", "probability": 0.9928385416666666}, {"start": 2490.67, "end": 2491.31, "word": " ترجعوا", "probability": 0.8294677734375}, {"start": 2491.31, "end": 2491.71, "word": " بتشوفوها", "probability": 0.79677734375}, {"start": 2491.71, "end": 2492.07, "word": " هتلاقوها", "probability": 0.89697265625}, {"start": 2492.07, "end": 2492.43, "word": " فعلا", "probability": 0.92529296875}, {"start": 2492.43, "end": 2492.73, "word": " ظهرت", "probability": 0.85284423828125}, {"start": 2492.73, "end": 2492.93, "word": " مرة", "probability": 0.97216796875}, {"start": 2492.93, "end": 2493.27, "word": " واحدة", "probability": 0.9806315104166666}, {"start": 2493.27, "end": 2493.33, "word": " لا", "probability": 0.748046875}, {"start": 2493.33, "end": 2493.63, "word": " أكثر", "probability": 0.8873697916666666}, {"start": 2493.63, "end": 2494.13, "word": " ولا", "probability": 0.93310546875}, {"start": 2494.13, "end": 2495.41, "word": " أقل", "probability": 0.96728515625}, {"start": 2495.41, "end": 2497.03, "word": " جيد", "probability": 0.907470703125}, {"start": 2497.03, "end": 2497.57, "word": " الآن", "probability": 0.599853515625}, {"start": 2497.57, "end": 2497.75, "word": " لو", "probability": 0.986328125}, {"start": 2497.75, "end": 2498.39, "word": " نعطيها", "probability": 0.99013671875}, {"start": 2498.39, "end": 2499.55, "word": " input", "probability": 0.9814453125}, {"start": 2499.55, "end": 2500.47, "word": " نقول", "probability": 0.818359375}, {"start": 2500.47, "end": 2500.63, "word": " الله", "probability": 0.6669921875}, {"start": 2500.63, "end": 2501.01, "word": " بنعمل", "probability": 0.8723958333333334}, {"start": 2501.01, "end": 2501.41, "word": " test", "probability": 0.95947265625}, {"start": 2501.41, "end": 2501.85, "word": " ال", "probability": 0.8134765625}, {"start": 2501.85, "end": 2502.05, "word": " test", "probability": 0.97119140625}, {"start": 2502.05, "end": 2502.27, "word": " هذا", "probability": 0.748046875}, {"start": 2502.27, "end": 2502.75, "word": " لإيه؟", "probability": 0.673095703125}, {"start": 2502.75, "end": 2503.59, "word": " لل", "probability": 0.51123046875}, {"start": 2503.59, "end": 2503.81, "word": " term", "probability": 0.908203125}, {"start": 2503.81, "end": 2505.79, "word": " 100101", "probability": 0.4854736328125}, {"start": 2505.79, "end": 2506.41, "word": " هل", "probability": 0.91796875}, {"start": 2506.41, "end": 2506.55, "word": " هو", "probability": 0.9775390625}, {"start": 2506.55, "end": 2506.75, "word": " هذا", "probability": 0.84375}, {"start": 2506.75, "end": 2506.99, "word": " واحد", "probability": 0.991455078125}, {"start": 2506.99, "end": 2507.17, "word": " من", "probability": 0.99169921875}, {"start": 2507.17, "end": 2507.31, "word": " ال", "probability": 0.87158203125}, {"start": 2507.31, "end": 2507.51, "word": " input", "probability": 0.55517578125}, {"start": 2507.51, "end": 2508.13, "word": " بتاعنا؟", "probability": 0.712646484375}], "temperature": 1.0}, {"id": 104, "seek": 252373, "start": 2509.1, "end": 2523.74, "text": "الحقيقة لأ هذا ماكنش من ال inputs اللي اتدربت عليهم 100001 يعني 1301 لا هذا ولا هذا ولا هذا ولا هذا .. كويس فإذن الآن إيش بدها تعمل هتشوف مبدئيا", "tokens": [6027, 5016, 38436, 28671, 5296, 10721, 23758, 19446, 19452, 8592, 9154, 2423, 15743, 13672, 1829, 1975, 2655, 3215, 25513, 2655, 25894, 16095, 1266, 1360, 16, 37495, 22653, 19966, 16, 20193, 23758, 49429, 23758, 49429, 23758, 49429, 23758, 4386, 9122, 45865, 3794, 6156, 28814, 8848, 1863, 6024, 48506, 11933, 1829, 8592, 47525, 11296, 6055, 25957, 1211, 8032, 2655, 8592, 38688, 3714, 44510, 19986, 25528], "avg_logprob": -0.29663087194785476, "compression_ratio": 1.5855263157894737, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 2509.1, "end": 2509.62, "word": "الحقيقة", "probability": 0.9593505859375}, {"start": 2509.62, "end": 2509.8, "word": " لأ", "probability": 0.7998046875}, {"start": 2509.8, "end": 2510.0, "word": " هذا", "probability": 0.42919921875}, {"start": 2510.0, "end": 2510.38, "word": " ماكنش", "probability": 0.7213541666666666}, {"start": 2510.38, "end": 2510.56, "word": " من", "probability": 0.97509765625}, {"start": 2510.56, "end": 2510.68, "word": " ال", "probability": 0.955078125}, {"start": 2510.68, "end": 2510.94, "word": " inputs", "probability": 0.46533203125}, {"start": 2510.94, "end": 2511.1, "word": " اللي", "probability": 0.8486328125}, {"start": 2511.1, "end": 2511.54, "word": " اتدربت", "probability": 0.8544921875}, {"start": 2511.54, "end": 2511.92, "word": " عليهم", "probability": 0.97705078125}, {"start": 2511.92, "end": 2514.04, "word": " 100001", "probability": 0.5120035807291666}, {"start": 2514.04, "end": 2514.28, "word": " يعني", "probability": 0.798828125}, {"start": 2514.28, "end": 2515.44, "word": " 1301", "probability": 0.625}, {"start": 2515.44, "end": 2516.02, "word": " لا", "probability": 0.419189453125}, {"start": 2516.02, "end": 2516.28, "word": " هذا", "probability": 0.6298828125}, {"start": 2516.28, "end": 2516.44, "word": " ولا", "probability": 0.72705078125}, {"start": 2516.44, "end": 2516.7, "word": " هذا", "probability": 0.95556640625}, {"start": 2516.7, "end": 2516.86, "word": " ولا", "probability": 0.669921875}, {"start": 2516.86, "end": 2517.1, "word": " هذا", "probability": 0.97314453125}, {"start": 2517.1, "end": 2517.2, "word": " ولا", "probability": 0.587890625}, {"start": 2517.2, "end": 2517.42, "word": " هذا", "probability": 0.96484375}, {"start": 2517.42, "end": 2517.54, "word": " ..", "probability": 0.31640625}, {"start": 2517.54, "end": 2517.9, "word": " كويس", "probability": 0.9099934895833334}, {"start": 2517.9, "end": 2518.7, "word": " فإذن", "probability": 0.6949462890625}, {"start": 2518.7, "end": 2519.86, "word": " الآن", "probability": 0.6995849609375}, {"start": 2519.86, "end": 2520.2, "word": " إيش", "probability": 0.8968098958333334}, {"start": 2520.2, "end": 2520.38, "word": " بدها", "probability": 0.5653076171875}, {"start": 2520.38, "end": 2521.48, "word": " تعمل", "probability": 0.97314453125}, {"start": 2521.48, "end": 2523.2, "word": " هتشوف", "probability": 0.802734375}, {"start": 2523.2, "end": 2523.74, "word": " مبدئيا", "probability": 0.86376953125}], "temperature": 1.0}, {"id": 105, "seek": 255311, "start": 2525.93, "end": 2553.11, "text": "الواحد اللي في الأول احنا رياضيا ماناش مشكلة ليش؟ لأن انت عندك matrix تضرب فيها وخلصنا تضرب فيها وانتهى وخلصت على هيك وفي عندك مجموعة theta ال theta بتكون given عندك فمنتهي الأمور .. منتهي الأمور احنا بدنا نفهمها إيش بده يصير .. نفهمها .. فهم .. الآن ال node الأولى دخلنا لها واحد بس هي إيش؟ صار لها دمور", "tokens": [6027, 14407, 24401, 13672, 1829, 8978, 16247, 12610, 1975, 5016, 8315, 12602, 1829, 46958, 25528, 3714, 7649, 33599, 37893, 28820, 3660, 32239, 8592, 22807, 5296, 33456, 16472, 2655, 43242, 4117, 8141, 6055, 11242, 25513, 8978, 11296, 4032, 9778, 1211, 9381, 8315, 6055, 11242, 25513, 8978, 11296, 4032, 7649, 47395, 7578, 4032, 9778, 1211, 9381, 2655, 15844, 39896, 4117, 4032, 41185, 43242, 4117, 3714, 7435, 2304, 2407, 27884, 9725, 2423, 9725, 39894, 30544, 2212, 43242, 4117, 6156, 27842, 47395, 1829, 16247, 2304, 13063, 4386, 9154, 47395, 1829, 16247, 2304, 13063, 1975, 5016, 8315, 47525, 8315, 8717, 5172, 16095, 11296, 11933, 1829, 8592, 47525, 3224, 7251, 9381, 13546, 4386, 8717, 5172, 16095, 11296, 4386, 6156, 16095, 4386, 6024, 48506, 2423, 9984, 16247, 12610, 7578, 11778, 9778, 1211, 8315, 5296, 11296, 36764, 24401, 4724, 3794, 39896, 11933, 1829, 8592, 22807, 20328, 9640, 5296, 11296, 11778, 2304, 13063], "avg_logprob": -0.17219827750633504, "compression_ratio": 1.9770114942528736, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 2525.93, "end": 2526.31, "word": "الواحد", "probability": 0.9466145833333334}, {"start": 2526.31, "end": 2526.41, "word": " اللي", "probability": 0.857421875}, {"start": 2526.41, "end": 2526.49, "word": " في", "probability": 0.8974609375}, {"start": 2526.49, "end": 2526.85, "word": " الأول", "probability": 0.96728515625}, {"start": 2526.85, "end": 2527.75, "word": " احنا", "probability": 0.743896484375}, {"start": 2527.75, "end": 2528.63, "word": " رياضيا", "probability": 0.9378662109375}, {"start": 2528.63, "end": 2529.33, "word": " ماناش", "probability": 0.59765625}, {"start": 2529.33, "end": 2529.79, "word": " مشكلة", "probability": 0.98193359375}, {"start": 2529.79, "end": 2530.33, "word": " ليش؟", "probability": 0.67919921875}, {"start": 2530.33, "end": 2530.49, "word": " لأن", "probability": 0.8134765625}, {"start": 2530.49, "end": 2530.73, "word": " انت", "probability": 0.6844482421875}, {"start": 2530.73, "end": 2531.03, "word": " عندك", "probability": 0.990966796875}, {"start": 2531.03, "end": 2531.41, "word": " matrix", "probability": 0.62158203125}, {"start": 2531.41, "end": 2531.69, "word": " تضرب", "probability": 0.96044921875}, {"start": 2531.69, "end": 2531.89, "word": " فيها", "probability": 0.991455078125}, {"start": 2531.89, "end": 2532.41, "word": " وخلصنا", "probability": 0.895703125}, {"start": 2532.41, "end": 2533.11, "word": " تضرب", "probability": 0.9055989583333334}, {"start": 2533.11, "end": 2533.43, "word": " فيها", "probability": 0.993408203125}, {"start": 2533.43, "end": 2534.25, "word": " وانتهى", "probability": 0.9608154296875}, {"start": 2534.25, "end": 2535.35, "word": " وخلصت", "probability": 0.965625}, {"start": 2535.35, "end": 2535.47, "word": " على", "probability": 0.56103515625}, {"start": 2535.47, "end": 2535.79, "word": " هيك", "probability": 0.948974609375}, {"start": 2535.79, "end": 2536.11, "word": " وفي", "probability": 0.87451171875}, {"start": 2536.11, "end": 2536.39, "word": " عندك", "probability": 0.96728515625}, {"start": 2536.39, "end": 2536.93, "word": " مجموعة", "probability": 0.95810546875}, {"start": 2536.93, "end": 2538.03, "word": " theta", "probability": 0.27099609375}, {"start": 2538.03, "end": 2538.59, "word": " ال", "probability": 0.79833984375}, {"start": 2538.59, "end": 2538.75, "word": " theta", "probability": 0.55615234375}, {"start": 2538.75, "end": 2539.01, "word": " بتكون", "probability": 0.9697265625}, {"start": 2539.01, "end": 2539.23, "word": " given", "probability": 0.8662109375}, {"start": 2539.23, "end": 2539.61, "word": " عندك", "probability": 0.990478515625}, {"start": 2539.61, "end": 2540.67, "word": " فمنتهي", "probability": 0.883544921875}, {"start": 2540.67, "end": 2541.45, "word": " الأمور", "probability": 0.9425455729166666}, {"start": 2541.45, "end": 2541.51, "word": " ..", "probability": 0.322021484375}, {"start": 2541.51, "end": 2541.89, "word": " منتهي", "probability": 0.8805338541666666}, {"start": 2541.89, "end": 2542.27, "word": " الأمور", "probability": 0.990234375}, {"start": 2542.27, "end": 2542.71, "word": " احنا", "probability": 0.8834635416666666}, {"start": 2542.71, "end": 2542.91, "word": " بدنا", "probability": 0.877197265625}, {"start": 2542.91, "end": 2543.49, "word": " نفهمها", "probability": 0.9898681640625}, {"start": 2543.49, "end": 2543.99, "word": " إيش", "probability": 0.8028157552083334}, {"start": 2543.99, "end": 2544.21, "word": " بده", "probability": 0.49658203125}, {"start": 2544.21, "end": 2544.59, "word": " يصير", "probability": 0.974609375}, {"start": 2544.59, "end": 2545.07, "word": " ..", "probability": 0.46630859375}, {"start": 2545.07, "end": 2545.49, "word": " نفهمها", "probability": 0.9666748046875}, {"start": 2545.49, "end": 2545.89, "word": " ..", "probability": 0.6513671875}, {"start": 2545.89, "end": 2546.13, "word": " فهم", "probability": 0.968017578125}, {"start": 2546.13, "end": 2546.57, "word": " ..", "probability": 0.454833984375}, {"start": 2546.57, "end": 2546.97, "word": " الآن", "probability": 0.6881103515625}, {"start": 2546.97, "end": 2548.11, "word": " ال", "probability": 0.90869140625}, {"start": 2548.11, "end": 2548.27, "word": " node", "probability": 0.9453125}, {"start": 2548.27, "end": 2548.91, "word": " الأولى", "probability": 0.9661458333333334}, {"start": 2548.91, "end": 2549.37, "word": " دخلنا", "probability": 0.97119140625}, {"start": 2549.37, "end": 2549.49, "word": " لها", "probability": 0.881103515625}, {"start": 2549.49, "end": 2549.95, "word": " واحد", "probability": 0.99169921875}, {"start": 2549.95, "end": 2550.49, "word": " بس", "probability": 0.897216796875}, {"start": 2550.49, "end": 2550.65, "word": " هي", "probability": 0.87060546875}, {"start": 2550.65, "end": 2552.11, "word": " إيش؟", "probability": 0.7625732421875}, {"start": 2552.11, "end": 2552.61, "word": " صار", "probability": 0.95703125}, {"start": 2552.61, "end": 2552.73, "word": " لها", "probability": 0.921875}, {"start": 2552.73, "end": 2553.11, "word": " دمور", "probability": 0.8292643229166666}], "temperature": 1.0}, {"id": 106, "seek": 257686, "start": 2554.72, "end": 2576.86, "text": "أنا عارف إنه في ال training في مرحلة التعلم ال learning في التدريب القيم بتاعتها zeros فلمّا يجيني هنا واحد أكيد بدي أحوله ل zero لإنه هينضرب في weights كلها zeros العصب هذا ضامر فإيش ما تعطي input على الفاضي", "tokens": [10721, 8315, 6225, 9640, 5172, 36145, 3224, 8978, 2423, 3097, 8978, 3714, 2288, 5016, 37977, 16712, 3615, 19528, 2423, 2539, 8978, 16712, 3215, 16572, 3555, 25062, 32640, 39894, 995, 34268, 11296, 35193, 6156, 19528, 11703, 995, 7251, 7435, 9957, 1829, 34105, 36764, 24401, 5551, 4117, 25708, 4724, 16254, 5551, 5016, 12610, 3224, 5296, 4018, 5296, 28814, 1863, 3224, 8032, 9957, 11242, 25513, 8978, 17443, 28242, 11296, 35193, 18863, 9381, 3555, 23758, 48812, 10943, 2288, 6156, 28814, 1829, 8592, 19446, 37279, 9566, 1829, 4846, 15844, 27188, 46958, 1829], "avg_logprob": -0.15447443181818182, "compression_ratio": 1.5654205607476634, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 2554.72, "end": 2555.0, "word": "أنا", "probability": 0.7578125}, {"start": 2555.0, "end": 2555.4, "word": " عارف", "probability": 0.9912109375}, {"start": 2555.4, "end": 2555.86, "word": " إنه", "probability": 0.6649169921875}, {"start": 2555.86, "end": 2556.18, "word": " في", "probability": 0.943359375}, {"start": 2556.18, "end": 2556.28, "word": " ال", "probability": 0.94775390625}, {"start": 2556.28, "end": 2556.74, "word": " training", "probability": 0.85009765625}, {"start": 2556.74, "end": 2557.36, "word": " في", "probability": 0.48876953125}, {"start": 2557.36, "end": 2557.76, "word": " مرحلة", "probability": 0.9932861328125}, {"start": 2557.76, "end": 2558.56, "word": " التعلم", "probability": 0.90185546875}, {"start": 2558.56, "end": 2559.28, "word": " ال", "probability": 0.84912109375}, {"start": 2559.28, "end": 2559.8, "word": " learning", "probability": 0.9599609375}, {"start": 2559.8, "end": 2560.96, "word": " في", "probability": 0.84765625}, {"start": 2560.96, "end": 2561.62, "word": " التدريب", "probability": 0.9932861328125}, {"start": 2561.62, "end": 2562.98, "word": " القيم", "probability": 0.946533203125}, {"start": 2562.98, "end": 2563.32, "word": " بتاعتها", "probability": 0.9757080078125}, {"start": 2563.32, "end": 2563.8, "word": " zeros", "probability": 0.7900390625}, {"start": 2563.8, "end": 2564.92, "word": " فلمّا", "probability": 0.8597412109375}, {"start": 2564.92, "end": 2565.38, "word": " يجيني", "probability": 0.8897705078125}, {"start": 2565.38, "end": 2565.6, "word": " هنا", "probability": 0.98486328125}, {"start": 2565.6, "end": 2566.32, "word": " واحد", "probability": 0.99609375}, {"start": 2566.32, "end": 2567.9, "word": " أكيد", "probability": 0.9684244791666666}, {"start": 2567.9, "end": 2568.16, "word": " بدي", "probability": 0.8447265625}, {"start": 2568.16, "end": 2568.56, "word": " أحوله", "probability": 0.9517822265625}, {"start": 2568.56, "end": 2568.68, "word": " ل", "probability": 0.9365234375}, {"start": 2568.68, "end": 2568.96, "word": " zero", "probability": 0.56494140625}, {"start": 2568.96, "end": 2570.46, "word": " لإنه", "probability": 0.8167724609375}, {"start": 2570.46, "end": 2570.84, "word": " هينضرب", "probability": 0.7879638671875}, {"start": 2570.84, "end": 2571.04, "word": " في", "probability": 0.97216796875}, {"start": 2571.04, "end": 2571.42, "word": " weights", "probability": 0.84765625}, {"start": 2571.42, "end": 2571.66, "word": " كلها", "probability": 0.950927734375}, {"start": 2571.66, "end": 2572.36, "word": " zeros", "probability": 0.89453125}, {"start": 2572.36, "end": 2573.8, "word": " العصب", "probability": 0.9031575520833334}, {"start": 2573.8, "end": 2574.02, "word": " هذا", "probability": 0.54931640625}, {"start": 2574.02, "end": 2574.84, "word": " ضامر", "probability": 0.9361979166666666}, {"start": 2574.84, "end": 2575.32, "word": " فإيش", "probability": 0.7591552734375}, {"start": 2575.32, "end": 2575.42, "word": " ما", "probability": 0.5947265625}, {"start": 2575.42, "end": 2575.7, "word": " تعطي", "probability": 0.9039713541666666}, {"start": 2575.7, "end": 2576.06, "word": " input", "probability": 0.81787109375}, {"start": 2576.06, "end": 2576.38, "word": " على", "probability": 0.57861328125}, {"start": 2576.38, "end": 2576.86, "word": " الفاضي", "probability": 0.9627278645833334}], "temperature": 1.0}, {"id": 107, "seek": 260690, "start": 2578.34, "end": 2606.9, "text": "مش هيعمل أي مشكلة يعني لو .. لا قدر الله واحد خلينا نقول العين .. عينه سليمة و الشبكية سليمة و كل إش عنده سليم لكن في مشكلة في العصب البصري هو هيشوف ف ال input موجود لكن ماوصلش .. ماوصلش فالناتج ورا صفر الناتج في الدماغ .. في مراكز الدماغ zero تمام كويس التانية صفر خلاص مافيش مشكلة لأ في مشكلة أصبر", "tokens": [2304, 8592, 39896, 25957, 1211, 36632, 37893, 28820, 3660, 37495, 22653, 45164, 4386, 20193, 12174, 3215, 2288, 21984, 36764, 24401, 16490, 20292, 8315, 8717, 39648, 18863, 9957, 4386, 6225, 9957, 3224, 8608, 20292, 46007, 4032, 25124, 3555, 4117, 10632, 8608, 20292, 46007, 4032, 28242, 11933, 8592, 43242, 3224, 8608, 20292, 2304, 44381, 8978, 37893, 28820, 3660, 8978, 18863, 9381, 3555, 29739, 9381, 16572, 31439, 39896, 8592, 38688, 6156, 2423, 4846, 3714, 29245, 23328, 44381, 19446, 2407, 36520, 8592, 4386, 19446, 2407, 36520, 8592, 6156, 6027, 8315, 2655, 7435, 4032, 23557, 20328, 5172, 2288, 2423, 8315, 2655, 7435, 8978, 32748, 2304, 5718, 118, 4386, 8978, 3714, 23557, 4117, 11622, 32748, 2304, 5718, 118, 4018, 46811, 10943, 9122, 45865, 3794, 16712, 7649, 10632, 20328, 5172, 2288, 16490, 1211, 33546, 19446, 41185, 8592, 37893, 28820, 3660, 5296, 10721, 8978, 37893, 28820, 3660, 5551, 9381, 26890], "avg_logprob": -0.171875004168157, "compression_ratio": 1.9961538461538462, "no_speech_prob": 1.0609626770019531e-05, "words": [{"start": 2578.3399999999997, "end": 2579.1, "word": "مش", "probability": 0.8662109375}, {"start": 2579.1, "end": 2579.48, "word": " هيعمل", "probability": 0.9617513020833334}, {"start": 2579.48, "end": 2579.6, "word": " أي", "probability": 0.6025390625}, {"start": 2579.6, "end": 2580.06, "word": " مشكلة", "probability": 0.9890950520833334}, {"start": 2580.06, "end": 2580.44, "word": " يعني", "probability": 0.7685546875}, {"start": 2580.44, "end": 2581.24, "word": " لو", "probability": 0.9150390625}, {"start": 2581.24, "end": 2581.74, "word": " ..", "probability": 0.37109375}, {"start": 2581.74, "end": 2582.48, "word": " لا", "probability": 0.408935546875}, {"start": 2582.48, "end": 2582.78, "word": " قدر", "probability": 0.8492838541666666}, {"start": 2582.78, "end": 2582.94, "word": " الله", "probability": 0.93115234375}, {"start": 2582.94, "end": 2583.52, "word": " واحد", "probability": 0.764892578125}, {"start": 2583.52, "end": 2583.8, "word": " خلينا", "probability": 0.8087565104166666}, {"start": 2583.8, "end": 2584.08, "word": " نقول", "probability": 0.9931640625}, {"start": 2584.08, "end": 2584.6, "word": " العين", "probability": 0.83203125}, {"start": 2584.6, "end": 2584.68, "word": " ..", "probability": 0.490966796875}, {"start": 2584.68, "end": 2584.9, "word": " عينه", "probability": 0.9576822916666666}, {"start": 2584.9, "end": 2585.2, "word": " سليمة", "probability": 0.8601888020833334}, {"start": 2585.2, "end": 2585.3, "word": " و", "probability": 0.51220703125}, {"start": 2585.3, "end": 2585.68, "word": " الشبكية", "probability": 0.84197998046875}, {"start": 2585.68, "end": 2586.0, "word": " سليمة", "probability": 0.9669596354166666}, {"start": 2586.0, "end": 2586.12, "word": " و", "probability": 0.97802734375}, {"start": 2586.12, "end": 2586.26, "word": " كل", "probability": 0.70703125}, {"start": 2586.26, "end": 2586.38, "word": " إش", "probability": 0.660888671875}, {"start": 2586.38, "end": 2586.6, "word": " عنده", "probability": 0.955322265625}, {"start": 2586.6, "end": 2586.9, "word": " سليم", "probability": 0.9905598958333334}, {"start": 2586.9, "end": 2587.3, "word": " لكن", "probability": 0.85595703125}, {"start": 2587.3, "end": 2587.48, "word": " في", "probability": 0.89404296875}, {"start": 2587.48, "end": 2588.0, "word": " مشكلة", "probability": 0.9679361979166666}, {"start": 2588.0, "end": 2588.32, "word": " في", "probability": 0.96630859375}, {"start": 2588.32, "end": 2589.0, "word": " العصب", "probability": 0.9967447916666666}, {"start": 2589.0, "end": 2589.68, "word": " البصري", "probability": 0.9947916666666666}, {"start": 2589.68, "end": 2590.9, "word": " هو", "probability": 0.9189453125}, {"start": 2590.9, "end": 2591.4, "word": " هيشوف", "probability": 0.90478515625}, {"start": 2591.4, "end": 2591.5, "word": " ف", "probability": 0.53662109375}, {"start": 2591.5, "end": 2591.58, "word": " ال", "probability": 0.6669921875}, {"start": 2591.58, "end": 2591.78, "word": " input", "probability": 0.951171875}, {"start": 2591.78, "end": 2592.38, "word": " موجود", "probability": 0.9873046875}, {"start": 2592.38, "end": 2592.92, "word": " لكن", "probability": 0.9404296875}, {"start": 2592.92, "end": 2593.88, "word": " ماوصلش", "probability": 0.7991943359375}, {"start": 2593.88, "end": 2594.38, "word": " ..", "probability": 0.57421875}, {"start": 2594.38, "end": 2595.0, "word": " ماوصلش", "probability": 0.930908203125}, {"start": 2595.0, "end": 2596.04, "word": " فالناتج", "probability": 0.8703125}, {"start": 2596.04, "end": 2596.4, "word": " ورا", "probability": 0.984375}, {"start": 2596.4, "end": 2597.0, "word": " صفر", "probability": 0.95947265625}, {"start": 2597.0, "end": 2597.9, "word": " الناتج", "probability": 0.82708740234375}, {"start": 2597.9, "end": 2598.0, "word": " في", "probability": 0.94580078125}, {"start": 2598.0, "end": 2598.34, "word": " الدماغ", "probability": 0.80859375}, {"start": 2598.34, "end": 2598.48, "word": " ..", "probability": 0.59423828125}, {"start": 2598.48, "end": 2598.5, "word": " في", "probability": 0.93896484375}, {"start": 2598.5, "end": 2599.2, "word": " مراكز", "probability": 0.8846435546875}, {"start": 2599.2, "end": 2599.9, "word": " الدماغ", "probability": 0.88330078125}, {"start": 2599.9, "end": 2600.54, "word": " zero", "probability": 0.37548828125}, {"start": 2600.54, "end": 2601.42, "word": " تمام", "probability": 0.96337890625}, {"start": 2601.42, "end": 2602.44, "word": " كويس", "probability": 0.755615234375}, {"start": 2602.44, "end": 2603.48, "word": " التانية", "probability": 0.8981119791666666}, {"start": 2603.48, "end": 2604.6, "word": " صفر", "probability": 0.9596354166666666}, {"start": 2604.6, "end": 2605.04, "word": " خلاص", "probability": 0.9744466145833334}, {"start": 2605.04, "end": 2605.26, "word": " مافيش", "probability": 0.6824544270833334}, {"start": 2605.26, "end": 2605.74, "word": " مشكلة", "probability": 0.98876953125}, {"start": 2605.74, "end": 2606.1, "word": " لأ", "probability": 0.8818359375}, {"start": 2606.1, "end": 2606.22, "word": " في", "probability": 0.91650390625}, {"start": 2606.22, "end": 2606.58, "word": " مشكلة", "probability": 0.9415690104166666}, {"start": 2606.58, "end": 2606.9, "word": " أصبر", "probability": 0.8343098958333334}], "temperature": 1.0}, {"id": 108, "seek": 263087, "start": 2607.69, "end": 2630.87, "text": "التانية مرتبطة مع الخامسة صح .. صح .. اتنين و خمسة حسب ال network بتاعتنا هذه تحديدا في مرحلة ال training وجدنا ان اتنين و خمسة بصيروا in excitation مع بعض بطلعوا مع بعض و بنزلوا مع بعض لكن ان اجد خمسة واحد و اتنين صفر", "tokens": [6027, 2655, 7649, 10632, 3714, 43500, 3555, 9566, 3660, 20449, 33962, 10943, 3794, 3660, 20328, 5016, 4386, 20328, 5016, 4386, 1975, 2655, 1863, 9957, 4032, 16490, 2304, 3794, 3660, 11331, 35457, 2423, 3209, 39894, 995, 34268, 8315, 29538, 6055, 5016, 16254, 28259, 8978, 3714, 2288, 5016, 37977, 2423, 3097, 49610, 3215, 8315, 16472, 1975, 2655, 1863, 9957, 4032, 16490, 2304, 3794, 3660, 4724, 9381, 13546, 14407, 294, 1624, 4614, 20449, 45030, 11242, 4724, 9566, 1211, 3615, 14407, 20449, 45030, 11242, 4032, 44945, 11622, 1211, 14407, 20449, 45030, 11242, 44381, 16472, 1975, 7435, 3215, 16490, 2304, 3794, 3660, 36764, 24401, 4032, 1975, 2655, 1863, 9957, 20328, 5172, 2288], "avg_logprob": -0.16724537464755554, "compression_ratio": 1.8090452261306533, "no_speech_prob": 1.5497207641601562e-06, "words": [{"start": 2607.69, "end": 2608.61, "word": "التانية", "probability": 0.955810546875}, {"start": 2608.61, "end": 2610.13, "word": " مرتبطة", "probability": 0.974609375}, {"start": 2610.13, "end": 2610.25, "word": " مع", "probability": 0.97119140625}, {"start": 2610.25, "end": 2611.21, "word": " الخامسة", "probability": 0.927734375}, {"start": 2611.21, "end": 2612.41, "word": " صح", "probability": 0.79833984375}, {"start": 2612.41, "end": 2612.65, "word": " ..", "probability": 0.482177734375}, {"start": 2612.65, "end": 2613.45, "word": " صح", "probability": 0.876708984375}, {"start": 2613.45, "end": 2613.87, "word": " ..", "probability": 0.424560546875}, {"start": 2613.87, "end": 2614.09, "word": " اتنين", "probability": 0.751708984375}, {"start": 2614.09, "end": 2614.17, "word": " و", "probability": 0.994140625}, {"start": 2614.17, "end": 2614.71, "word": " خمسة", "probability": 0.9154052734375}, {"start": 2614.71, "end": 2615.33, "word": " حسب", "probability": 0.946533203125}, {"start": 2615.33, "end": 2615.49, "word": " ال", "probability": 0.93798828125}, {"start": 2615.49, "end": 2615.87, "word": " network", "probability": 0.87939453125}, {"start": 2615.87, "end": 2616.31, "word": " بتاعتنا", "probability": 0.9298095703125}, {"start": 2616.31, "end": 2616.69, "word": " هذه", "probability": 0.7197265625}, {"start": 2616.69, "end": 2617.49, "word": " تحديدا", "probability": 0.8828125}, {"start": 2617.49, "end": 2618.23, "word": " في", "probability": 0.72265625}, {"start": 2618.23, "end": 2618.81, "word": " مرحلة", "probability": 0.9718017578125}, {"start": 2618.81, "end": 2618.93, "word": " ال", "probability": 0.81103515625}, {"start": 2618.93, "end": 2619.37, "word": " training", "probability": 0.95458984375}, {"start": 2619.37, "end": 2620.13, "word": " وجدنا", "probability": 0.9404296875}, {"start": 2620.13, "end": 2620.27, "word": " ان", "probability": 0.76708984375}, {"start": 2620.27, "end": 2620.77, "word": " اتنين", "probability": 0.9124755859375}, {"start": 2620.77, "end": 2621.21, "word": " و", "probability": 0.99560546875}, {"start": 2621.21, "end": 2621.87, "word": " خمسة", "probability": 0.9605712890625}, {"start": 2621.87, "end": 2622.47, "word": " بصيروا", "probability": 0.44164276123046875}, {"start": 2622.47, "end": 2622.53, "word": " in", "probability": 0.268310546875}, {"start": 2622.53, "end": 2623.03, "word": " excitation", "probability": 0.849853515625}, {"start": 2623.03, "end": 2623.21, "word": " مع", "probability": 0.99267578125}, {"start": 2623.21, "end": 2623.57, "word": " بعض", "probability": 0.99365234375}, {"start": 2623.57, "end": 2624.03, "word": " بطلعوا", "probability": 0.8248046875}, {"start": 2624.03, "end": 2624.15, "word": " مع", "probability": 0.91015625}, {"start": 2624.15, "end": 2624.37, "word": " بعض", "probability": 0.996337890625}, {"start": 2624.37, "end": 2624.43, "word": " و", "probability": 0.83154296875}, {"start": 2624.43, "end": 2624.67, "word": " بنزلوا", "probability": 0.91015625}, {"start": 2624.67, "end": 2624.79, "word": " مع", "probability": 0.994140625}, {"start": 2624.79, "end": 2625.07, "word": " بعض", "probability": 0.994140625}, {"start": 2625.07, "end": 2625.67, "word": " لكن", "probability": 0.85986328125}, {"start": 2625.67, "end": 2626.25, "word": " ان", "probability": 0.787109375}, {"start": 2626.25, "end": 2626.59, "word": " اجد", "probability": 0.9015299479166666}, {"start": 2626.59, "end": 2627.05, "word": " خمسة", "probability": 0.9527587890625}, {"start": 2627.05, "end": 2627.67, "word": " واحد", "probability": 0.972900390625}, {"start": 2627.67, "end": 2628.59, "word": " و", "probability": 0.95166015625}, {"start": 2628.59, "end": 2630.25, "word": " اتنين", "probability": 0.970947265625}, {"start": 2630.25, "end": 2630.87, "word": " صفر", "probability": 0.9715169270833334}], "temperature": 1.0}, {"id": 109, "seek": 266019, "start": 2631.87, "end": 2660.19, "text": "في إيش غلط فهنا كأنها صارت بتلعب دور في بداية الشغل اللي اتكلمناه مع hip بتلعب دور I وهد بتلعب دور J فهد excited فلازم تعمل excitation لل J بمعناه أنه هد هتحولها ل one one ليش لأنه صار لها excitation من الخمسة كلهما بعمل excitation للتاني كلهما بعمل excitation للتاني فإنه الرقم اتنين اللي هو كان صفر المتوقع", "tokens": [41185, 11933, 1829, 8592, 32771, 1211, 9566, 6156, 3224, 8315, 9122, 33456, 11296, 20328, 9640, 2655, 39894, 1211, 3615, 3555, 11778, 13063, 8978, 4724, 28259, 10632, 25124, 17082, 1211, 13672, 1829, 1975, 2655, 4117, 19528, 8315, 3224, 20449, 8103, 39894, 1211, 3615, 3555, 11778, 13063, 286, 37037, 3215, 39894, 1211, 3615, 3555, 11778, 13063, 508, 6156, 3224, 3215, 2919, 6156, 1211, 31377, 2304, 6055, 25957, 1211, 1624, 4614, 24976, 508, 4724, 2304, 3615, 8315, 3224, 14739, 3224, 8032, 3215, 8032, 2655, 5016, 12610, 11296, 5296, 472, 472, 32239, 8592, 5296, 33456, 3224, 20328, 9640, 5296, 11296, 1624, 4614, 9154, 33962, 2304, 3794, 3660, 28242, 3224, 15042, 4724, 25957, 1211, 1624, 4614, 24976, 2655, 7649, 1829, 28242, 3224, 15042, 4724, 25957, 1211, 1624, 4614, 24976, 2655, 7649, 1829, 6156, 28814, 1863, 3224, 34892, 4587, 2304, 1975, 2655, 1863, 9957, 13672, 1829, 31439, 25961, 20328, 5172, 2288, 9673, 2655, 30543, 3615], "avg_logprob": -0.13749999821186065, "compression_ratio": 1.9880478087649402, "no_speech_prob": 9.000301361083984e-06, "words": [{"start": 2631.87, "end": 2632.05, "word": "في", "probability": 0.50048828125}, {"start": 2632.05, "end": 2632.21, "word": " إيش", "probability": 0.68701171875}, {"start": 2632.21, "end": 2632.55, "word": " غلط", "probability": 0.9908854166666666}, {"start": 2632.55, "end": 2633.19, "word": " فهنا", "probability": 0.86572265625}, {"start": 2633.19, "end": 2633.61, "word": " كأنها", "probability": 0.9353841145833334}, {"start": 2633.61, "end": 2633.93, "word": " صارت", "probability": 0.8253580729166666}, {"start": 2633.93, "end": 2634.77, "word": " بتلعب", "probability": 0.95263671875}, {"start": 2634.77, "end": 2635.09, "word": " دور", "probability": 0.896240234375}, {"start": 2635.09, "end": 2635.51, "word": " في", "probability": 0.90966796875}, {"start": 2635.51, "end": 2635.87, "word": " بداية", "probability": 0.97314453125}, {"start": 2635.87, "end": 2636.31, "word": " الشغل", "probability": 0.9879557291666666}, {"start": 2636.31, "end": 2636.51, "word": " اللي", "probability": 0.870361328125}, {"start": 2636.51, "end": 2637.17, "word": " اتكلمناه", "probability": 0.9070638020833334}, {"start": 2637.17, "end": 2637.29, "word": " مع", "probability": 0.927734375}, {"start": 2637.29, "end": 2637.65, "word": " hip", "probability": 0.469970703125}, {"start": 2637.65, "end": 2638.51, "word": " بتلعب", "probability": 0.96875}, {"start": 2638.51, "end": 2638.81, "word": " دور", "probability": 0.992431640625}, {"start": 2638.81, "end": 2639.17, "word": " I", "probability": 0.7900390625}, {"start": 2639.17, "end": 2639.71, "word": " وهد", "probability": 0.4404296875}, {"start": 2639.71, "end": 2640.11, "word": " بتلعب", "probability": 0.9735107421875}, {"start": 2640.11, "end": 2640.43, "word": " دور", "probability": 0.993408203125}, {"start": 2640.43, "end": 2641.07, "word": " J", "probability": 0.84130859375}, {"start": 2641.07, "end": 2642.27, "word": " فهد", "probability": 0.9005533854166666}, {"start": 2642.27, "end": 2642.79, "word": " excited", "probability": 0.96875}, {"start": 2642.79, "end": 2643.23, "word": " فلازم", "probability": 0.95263671875}, {"start": 2643.23, "end": 2643.45, "word": " تعمل", "probability": 0.9620768229166666}, {"start": 2643.45, "end": 2644.41, "word": " excitation", "probability": 0.75048828125}, {"start": 2644.41, "end": 2645.11, "word": " لل", "probability": 0.75439453125}, {"start": 2645.11, "end": 2645.47, "word": " J", "probability": 0.7001953125}, {"start": 2645.47, "end": 2646.65, "word": " بمعناه", "probability": 0.89375}, {"start": 2646.65, "end": 2646.83, "word": " أنه", "probability": 0.5302734375}, {"start": 2646.83, "end": 2646.95, "word": " هد", "probability": 0.88623046875}, {"start": 2646.95, "end": 2647.41, "word": " هتحولها", "probability": 0.90791015625}, {"start": 2647.41, "end": 2647.51, "word": " ل", "probability": 0.80078125}, {"start": 2647.51, "end": 2647.85, "word": " one", "probability": 0.6748046875}, {"start": 2647.85, "end": 2648.41, "word": " one", "probability": 0.66259765625}, {"start": 2648.41, "end": 2648.81, "word": " ليش", "probability": 0.948486328125}, {"start": 2648.81, "end": 2649.35, "word": " لأنه", "probability": 0.76220703125}, {"start": 2649.35, "end": 2649.47, "word": " صار", "probability": 0.98046875}, {"start": 2649.47, "end": 2649.59, "word": " لها", "probability": 0.92626953125}, {"start": 2649.59, "end": 2650.11, "word": " excitation", "probability": 0.91259765625}, {"start": 2650.11, "end": 2650.37, "word": " من", "probability": 0.994140625}, {"start": 2650.37, "end": 2651.69, "word": " الخمسة", "probability": 0.951416015625}, {"start": 2651.69, "end": 2652.81, "word": " كلهما", "probability": 0.7609049479166666}, {"start": 2652.81, "end": 2653.33, "word": " بعمل", "probability": 0.8025716145833334}, {"start": 2653.33, "end": 2653.85, "word": " excitation", "probability": 0.9189453125}, {"start": 2653.85, "end": 2654.43, "word": " للتاني", "probability": 0.8250732421875}, {"start": 2654.43, "end": 2655.25, "word": " كلهما", "probability": 0.9020182291666666}, {"start": 2655.25, "end": 2655.67, "word": " بعمل", "probability": 0.9913736979166666}, {"start": 2655.67, "end": 2656.05, "word": " excitation", "probability": 0.965576171875}, {"start": 2656.05, "end": 2656.43, "word": " للتاني", "probability": 0.974609375}, {"start": 2656.43, "end": 2657.49, "word": " فإنه", "probability": 0.872802734375}, {"start": 2657.49, "end": 2658.01, "word": " الرقم", "probability": 0.9742838541666666}, {"start": 2658.01, "end": 2658.31, "word": " اتنين", "probability": 0.85260009765625}, {"start": 2658.31, "end": 2658.41, "word": " اللي", "probability": 0.9677734375}, {"start": 2658.41, "end": 2658.55, "word": " هو", "probability": 0.94921875}, {"start": 2658.55, "end": 2658.75, "word": " كان", "probability": 0.9775390625}, {"start": 2658.75, "end": 2659.11, "word": " صفر", "probability": 0.9599609375}, {"start": 2659.11, "end": 2660.19, "word": " المتوقع", "probability": 0.9913330078125}], "temperature": 1.0}, {"id": 110, "seek": 268268, "start": 2661.54, "end": 2682.68, "text": "هيروح لوحد إذا فعلا ال training كان صح هنا تمام و طبعا الخمسة أكيد هتظل واحد ما هي بتعمل expectation لنفسها برضه طيب تلاتة و أربعة الحقيقة تلاتة و أربعة مش هيتغير فيهم إشي لأنهم مع نفسهم لكن في النهاية ايجوا zeros zeros فهتطلع zero و zero فالمتوقع أن ال output هيطلع", "tokens": [3224, 13546, 2407, 5016, 45164, 24401, 11933, 15730, 6156, 3615, 15040, 2423, 3097, 25961, 20328, 5016, 34105, 46811, 10943, 4032, 23032, 3555, 3615, 995, 33962, 2304, 3794, 3660, 5551, 4117, 25708, 8032, 2655, 19913, 1211, 36764, 24401, 19446, 39896, 39894, 25957, 1211, 14334, 5296, 1863, 36178, 11296, 4724, 43042, 3224, 23032, 1829, 3555, 6055, 1211, 9307, 3660, 4032, 5551, 25513, 27884, 21542, 38436, 28671, 6055, 1211, 9307, 3660, 4032, 5551, 25513, 27884, 37893, 8032, 36081, 17082, 13546, 8978, 16095, 11933, 8592, 1829, 5296, 33456, 16095, 20449, 8717, 36178, 16095, 44381, 8978, 28239, 11296, 10632, 1975, 1829, 7435, 14407, 35193, 35193, 6156, 3224, 2655, 9566, 1211, 3615, 4018, 4032, 4018, 6156, 45340, 2655, 30543, 3615, 14739, 2423, 5598, 8032, 1829, 9566, 1211, 3615], "avg_logprob": -0.1759400396812253, "compression_ratio": 1.691119691119691, "no_speech_prob": 7.212162017822266e-05, "words": [{"start": 2661.54, "end": 2662.04, "word": "هيروح", "probability": 0.8037109375}, {"start": 2662.04, "end": 2662.6, "word": " لوحد", "probability": 0.696533203125}, {"start": 2662.6, "end": 2662.84, "word": " إذا", "probability": 0.7215576171875}, {"start": 2662.84, "end": 2663.1, "word": " فعلا", "probability": 0.8154296875}, {"start": 2663.1, "end": 2663.2, "word": " ال", "probability": 0.837890625}, {"start": 2663.2, "end": 2663.48, "word": " training", "probability": 0.91650390625}, {"start": 2663.48, "end": 2663.76, "word": " كان", "probability": 0.9755859375}, {"start": 2663.76, "end": 2664.14, "word": " صح", "probability": 0.978271484375}, {"start": 2664.14, "end": 2664.36, "word": " هنا", "probability": 0.7822265625}, {"start": 2664.36, "end": 2664.98, "word": " تمام", "probability": 0.8642578125}, {"start": 2664.98, "end": 2666.22, "word": " و", "probability": 0.76220703125}, {"start": 2666.22, "end": 2666.8, "word": " طبعا", "probability": 0.8846435546875}, {"start": 2666.8, "end": 2667.28, "word": " الخمسة", "probability": 0.78375244140625}, {"start": 2667.28, "end": 2667.56, "word": " أكيد", "probability": 0.8673502604166666}, {"start": 2667.56, "end": 2668.02, "word": " هتظل", "probability": 0.8043212890625}, {"start": 2668.02, "end": 2668.42, "word": " واحد", "probability": 0.974609375}, {"start": 2668.42, "end": 2668.54, "word": " ما", "probability": 0.67822265625}, {"start": 2668.54, "end": 2668.64, "word": " هي", "probability": 0.86279296875}, {"start": 2668.64, "end": 2669.0, "word": " بتعمل", "probability": 0.9619140625}, {"start": 2669.0, "end": 2669.4, "word": " expectation", "probability": 0.347412109375}, {"start": 2669.4, "end": 2669.86, "word": " لنفسها", "probability": 0.9771728515625}, {"start": 2669.86, "end": 2670.32, "word": " برضه", "probability": 0.9811197916666666}, {"start": 2670.32, "end": 2670.76, "word": " طيب", "probability": 0.9549153645833334}, {"start": 2670.76, "end": 2671.76, "word": " تلاتة", "probability": 0.931884765625}, {"start": 2671.76, "end": 2671.82, "word": " و", "probability": 0.6240234375}, {"start": 2671.82, "end": 2672.28, "word": " أربعة", "probability": 0.89794921875}, {"start": 2672.28, "end": 2673.34, "word": " الحقيقة", "probability": 0.9523111979166666}, {"start": 2673.34, "end": 2673.58, "word": " تلاتة", "probability": 0.9771728515625}, {"start": 2673.58, "end": 2673.68, "word": " و", "probability": 0.9287109375}, {"start": 2673.68, "end": 2673.84, "word": " أربعة", "probability": 0.9443359375}, {"start": 2673.84, "end": 2673.98, "word": " مش", "probability": 0.98046875}, {"start": 2673.98, "end": 2674.36, "word": " هيتغير", "probability": 0.9569091796875}, {"start": 2674.36, "end": 2674.58, "word": " فيهم", "probability": 0.986572265625}, {"start": 2674.58, "end": 2675.08, "word": " إشي", "probability": 0.8914388020833334}, {"start": 2675.08, "end": 2676.04, "word": " لأنهم", "probability": 0.6830240885416666}, {"start": 2676.04, "end": 2676.26, "word": " مع", "probability": 0.32666015625}, {"start": 2676.26, "end": 2676.98, "word": " نفسهم", "probability": 0.9807942708333334}, {"start": 2676.98, "end": 2677.2, "word": " لكن", "probability": 0.93115234375}, {"start": 2677.2, "end": 2677.36, "word": " في", "probability": 0.9619140625}, {"start": 2677.36, "end": 2677.58, "word": " النهاية", "probability": 0.93115234375}, {"start": 2677.58, "end": 2677.84, "word": " ايجوا", "probability": 0.703155517578125}, {"start": 2677.84, "end": 2678.26, "word": " zeros", "probability": 0.82958984375}, {"start": 2678.26, "end": 2679.06, "word": " zeros", "probability": 0.1556396484375}, {"start": 2679.06, "end": 2679.86, "word": " فهتطلع", "probability": 0.94091796875}, {"start": 2679.86, "end": 2680.2, "word": " zero", "probability": 0.7197265625}, {"start": 2680.2, "end": 2680.44, "word": " و", "probability": 0.91943359375}, {"start": 2680.44, "end": 2680.7, "word": " zero", "probability": 0.89208984375}, {"start": 2680.7, "end": 2681.58, "word": " فالمتوقع", "probability": 0.98671875}, {"start": 2681.58, "end": 2681.7, "word": " أن", "probability": 0.60888671875}, {"start": 2681.7, "end": 2681.8, "word": " ال", "probability": 0.90771484375}, {"start": 2681.8, "end": 2682.06, "word": " output", "probability": 0.99169921875}, {"start": 2682.06, "end": 2682.68, "word": " هيطلع", "probability": 0.84990234375}], "temperature": 1.0}, {"id": 111, "seek": 270347, "start": 2683.29, "end": 2703.47, "text": "العنصر .. العنصر هي ده بمعنى كأنه عرف ليه او اتعرف على ال input اللي عملنا له ال test كأنه هو الحالة اني حالة .. الحالة التانية X2 كأنه X2 فهيه عمل تعرف .. اتعرف على اللي داخل وصنفه لوحدة من", "tokens": [6027, 3615, 1863, 9381, 2288, 4386, 18863, 1863, 9381, 2288, 39896, 11778, 3224, 4724, 2304, 3615, 1863, 7578, 9122, 33456, 3224, 6225, 28480, 32239, 3224, 1975, 2407, 1975, 2655, 3615, 28480, 15844, 2423, 4846, 13672, 1829, 6225, 42213, 8315, 46740, 2423, 1500, 9122, 33456, 3224, 31439, 21542, 6027, 3660, 16472, 1829, 11331, 6027, 3660, 4386, 21542, 6027, 3660, 16712, 7649, 10632, 1783, 17, 9122, 33456, 3224, 1783, 17, 6156, 3224, 1829, 3224, 6225, 42213, 37279, 28480, 4386, 1975, 2655, 3615, 28480, 15844, 13672, 1829, 11778, 47283, 1211, 4032, 9381, 1863, 5172, 3224, 45164, 24401, 3660, 9154], "avg_logprob": -0.20634664948453607, "compression_ratio": 1.8342857142857143, "no_speech_prob": 1.5735626220703125e-05, "words": [{"start": 2683.29, "end": 2684.01, "word": "العنصر", "probability": 0.9193359375}, {"start": 2684.01, "end": 2684.25, "word": " ..", "probability": 0.28466796875}, {"start": 2684.25, "end": 2684.71, "word": " العنصر", "probability": 0.958740234375}, {"start": 2684.71, "end": 2684.87, "word": " هي", "probability": 0.61083984375}, {"start": 2684.87, "end": 2685.09, "word": " ده", "probability": 0.95703125}, {"start": 2685.09, "end": 2685.79, "word": " بمعنى", "probability": 0.866259765625}, {"start": 2685.79, "end": 2686.17, "word": " كأنه", "probability": 0.8758138020833334}, {"start": 2686.17, "end": 2686.63, "word": " عرف", "probability": 0.861572265625}, {"start": 2686.63, "end": 2687.21, "word": " ليه", "probability": 0.7666015625}, {"start": 2687.21, "end": 2687.73, "word": " او", "probability": 0.7437744140625}, {"start": 2687.73, "end": 2688.15, "word": " اتعرف", "probability": 0.8270263671875}, {"start": 2688.15, "end": 2688.43, "word": " على", "probability": 0.79150390625}, {"start": 2688.43, "end": 2688.71, "word": " ال", "probability": 0.962890625}, {"start": 2688.71, "end": 2689.19, "word": " input", "probability": 0.93798828125}, {"start": 2689.19, "end": 2689.43, "word": " اللي", "probability": 0.886474609375}, {"start": 2689.43, "end": 2689.67, "word": " عملنا", "probability": 0.60302734375}, {"start": 2689.67, "end": 2689.79, "word": " له", "probability": 0.489990234375}, {"start": 2689.79, "end": 2689.83, "word": " ال", "probability": 0.4443359375}, {"start": 2689.83, "end": 2690.13, "word": " test", "probability": 0.9599609375}, {"start": 2690.13, "end": 2690.89, "word": " كأنه", "probability": 0.8984375}, {"start": 2690.89, "end": 2691.13, "word": " هو", "probability": 0.8662109375}, {"start": 2691.13, "end": 2692.25, "word": " الحالة", "probability": 0.9659830729166666}, {"start": 2692.25, "end": 2694.05, "word": " اني", "probability": 0.52685546875}, {"start": 2694.05, "end": 2694.31, "word": " حالة", "probability": 0.7742513020833334}, {"start": 2694.31, "end": 2694.33, "word": " ..", "probability": 0.66162109375}, {"start": 2694.33, "end": 2694.65, "word": " الحالة", "probability": 0.9866536458333334}, {"start": 2694.65, "end": 2694.97, "word": " التانية", "probability": 0.98583984375}, {"start": 2694.97, "end": 2695.51, "word": " X2", "probability": 0.685302734375}, {"start": 2695.51, "end": 2696.65, "word": " كأنه", "probability": 0.8912760416666666}, {"start": 2696.65, "end": 2697.17, "word": " X2", "probability": 0.98193359375}, {"start": 2697.17, "end": 2698.43, "word": " فهيه", "probability": 0.74847412109375}, {"start": 2698.43, "end": 2698.69, "word": " عمل", "probability": 0.8662109375}, {"start": 2698.69, "end": 2699.49, "word": " تعرف", "probability": 0.958740234375}, {"start": 2699.49, "end": 2700.01, "word": " ..", "probability": 0.7890625}, {"start": 2700.01, "end": 2700.67, "word": " اتعرف", "probability": 0.918212890625}, {"start": 2700.67, "end": 2701.21, "word": " على", "probability": 0.90478515625}, {"start": 2701.21, "end": 2701.39, "word": " اللي", "probability": 0.974609375}, {"start": 2701.39, "end": 2702.03, "word": " داخل", "probability": 0.9755859375}, {"start": 2702.03, "end": 2702.89, "word": " وصنفه", "probability": 0.91787109375}, {"start": 2702.89, "end": 2703.27, "word": " لوحدة", "probability": 0.7122395833333334}, {"start": 2703.27, "end": 2703.47, "word": " من", "probability": 0.99462890625}], "temperature": 1.0}, {"id": 112, "seek": 272918, "start": 2704.3, "end": 2729.18, "text": "الحالات اللي بتدرب عليها هدول كأنه صاروا يمثلوا ال classes اللي أنا بده أحفظهم .. بده أحفظهم إياه بدهم ي .. بده يحفظهم عشان أي input بده يجيه بده يصنفه ضمن واحد منهم ضمن واحد منهم تمام فهي بشكل أساسي المثال اللي بنقدر نتكلم عنه وبذلك بنكون خلصنا hip", "tokens": [6027, 5016, 6027, 9307, 13672, 1829, 39894, 3215, 25513, 25894, 11296, 8032, 3215, 12610, 9122, 33456, 3224, 20328, 9640, 14407, 7251, 2304, 12984, 1211, 14407, 2423, 5359, 13672, 1829, 41850, 47525, 3224, 5551, 5016, 5172, 19913, 16095, 4386, 47525, 3224, 5551, 5016, 5172, 19913, 16095, 11933, 25528, 3224, 47525, 16095, 7251, 4386, 47525, 3224, 7251, 5016, 5172, 19913, 16095, 6225, 8592, 7649, 36632, 4846, 47525, 3224, 7251, 7435, 1829, 3224, 47525, 3224, 7251, 9381, 1863, 5172, 3224, 48812, 27842, 36764, 24401, 9154, 16095, 48812, 27842, 36764, 24401, 9154, 16095, 46811, 10943, 6156, 3224, 1829, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 9673, 12984, 6027, 13672, 1829, 44945, 28543, 2288, 8717, 2655, 4117, 19528, 18871, 3224, 46599, 8848, 23275, 44945, 30544, 16490, 1211, 9381, 8315, 8103], "avg_logprob": -0.12661210660423552, "compression_ratio": 1.8903508771929824, "no_speech_prob": 8.940696716308594e-07, "words": [{"start": 2704.3, "end": 2704.88, "word": "الحالات", "probability": 0.9451904296875}, {"start": 2704.88, "end": 2705.02, "word": " اللي", "probability": 0.851318359375}, {"start": 2705.02, "end": 2705.42, "word": " بتدرب", "probability": 0.9295247395833334}, {"start": 2705.42, "end": 2705.86, "word": " عليها", "probability": 0.99560546875}, {"start": 2705.86, "end": 2706.76, "word": " هدول", "probability": 0.79833984375}, {"start": 2706.76, "end": 2707.1, "word": " كأنه", "probability": 0.8063151041666666}, {"start": 2707.1, "end": 2707.28, "word": " صاروا", "probability": 0.8284505208333334}, {"start": 2707.28, "end": 2707.6, "word": " يمثلوا", "probability": 0.9708984375}, {"start": 2707.6, "end": 2707.72, "word": " ال", "probability": 0.95361328125}, {"start": 2707.72, "end": 2708.08, "word": " classes", "probability": 0.88134765625}, {"start": 2708.08, "end": 2708.28, "word": " اللي", "probability": 0.9755859375}, {"start": 2708.28, "end": 2708.38, "word": " أنا", "probability": 0.53271484375}, {"start": 2708.38, "end": 2708.52, "word": " بده", "probability": 0.5799560546875}, {"start": 2708.52, "end": 2708.94, "word": " أحفظهم", "probability": 0.91220703125}, {"start": 2708.94, "end": 2709.06, "word": " ..", "probability": 0.344970703125}, {"start": 2709.06, "end": 2709.26, "word": " بده", "probability": 0.799560546875}, {"start": 2709.26, "end": 2709.68, "word": " أحفظهم", "probability": 0.96572265625}, {"start": 2709.68, "end": 2710.2, "word": " إياه", "probability": 0.7764485677083334}, {"start": 2710.2, "end": 2710.86, "word": " بدهم", "probability": 0.61181640625}, {"start": 2710.86, "end": 2711.0, "word": " ي", "probability": 0.77099609375}, {"start": 2711.0, "end": 2711.1, "word": " ..", "probability": 0.78076171875}, {"start": 2711.1, "end": 2711.3, "word": " بده", "probability": 0.893310546875}, {"start": 2711.3, "end": 2711.84, "word": " يحفظهم", "probability": 0.8845703125}, {"start": 2711.84, "end": 2712.36, "word": " عشان", "probability": 0.9611002604166666}, {"start": 2712.36, "end": 2712.72, "word": " أي", "probability": 0.8857421875}, {"start": 2712.72, "end": 2713.38, "word": " input", "probability": 0.9814453125}, {"start": 2713.38, "end": 2713.82, "word": " بده", "probability": 0.9189453125}, {"start": 2713.82, "end": 2714.28, "word": " يجيه", "probability": 0.9432373046875}, {"start": 2714.28, "end": 2714.5, "word": " بده", "probability": 0.8798828125}, {"start": 2714.5, "end": 2715.5, "word": " يصنفه", "probability": 0.9642578125}, {"start": 2715.5, "end": 2715.7, "word": " ضمن", "probability": 0.99267578125}, {"start": 2715.7, "end": 2716.04, "word": " واحد", "probability": 0.994384765625}, {"start": 2716.04, "end": 2716.44, "word": " منهم", "probability": 0.99560546875}, {"start": 2716.44, "end": 2717.08, "word": " ضمن", "probability": 0.722412109375}, {"start": 2717.08, "end": 2717.52, "word": " واحد", "probability": 0.993896484375}, {"start": 2717.52, "end": 2718.24, "word": " منهم", "probability": 0.99267578125}, {"start": 2718.24, "end": 2718.82, "word": " تمام", "probability": 0.811767578125}, {"start": 2718.82, "end": 2720.9, "word": " فهي", "probability": 0.9215494791666666}, {"start": 2720.9, "end": 2721.72, "word": " بشكل", "probability": 0.9816080729166666}, {"start": 2721.72, "end": 2722.14, "word": " أساسي", "probability": 0.9888916015625}, {"start": 2722.14, "end": 2722.62, "word": " المثال", "probability": 0.9820963541666666}, {"start": 2722.62, "end": 2723.34, "word": " اللي", "probability": 0.96923828125}, {"start": 2723.34, "end": 2723.84, "word": " بنقدر", "probability": 0.9352213541666666}, {"start": 2723.84, "end": 2724.34, "word": " نتكلم", "probability": 0.9945068359375}, {"start": 2724.34, "end": 2725.16, "word": " عنه", "probability": 0.995361328125}, {"start": 2725.16, "end": 2726.36, "word": " وبذلك", "probability": 0.89453125}, {"start": 2726.36, "end": 2727.06, "word": " بنكون", "probability": 0.906005859375}, {"start": 2727.06, "end": 2727.96, "word": " خلصنا", "probability": 0.992919921875}, {"start": 2727.96, "end": 2729.18, "word": " hip", "probability": 0.339599609375}], "temperature": 1.0}, {"id": 113, "seek": 275444, "start": 2730.22, "end": 2754.44, "text": "طريقة hip هيك بنكون خلصناها عشان ننتقل في ال session القادم لنوع تاني فحتى الآن بنقول أنه خلصنا ال hip أكيد طبعا هيكون في أمثلة عليها و نتحدث بأمثلة عنها إلى هنا بنقولكم سلام عليكم و نلقاكم في المحاضرة القادمة مع ال competitive learning ان شاء الله", "tokens": [9566, 16572, 28671, 8103, 39896, 4117, 44945, 30544, 16490, 1211, 9381, 8315, 11296, 6225, 8592, 7649, 8717, 29399, 4587, 1211, 8978, 2423, 5481, 25062, 18513, 2304, 5296, 1863, 45367, 6055, 7649, 1829, 6156, 33753, 7578, 6024, 48506, 44945, 39648, 14739, 3224, 16490, 1211, 9381, 8315, 2423, 8103, 5551, 4117, 25708, 23032, 3555, 3615, 995, 39896, 30544, 8978, 5551, 2304, 12984, 37977, 25894, 11296, 4032, 8717, 2655, 24401, 12984, 4724, 10721, 2304, 12984, 37977, 18871, 11296, 30731, 34105, 44945, 39648, 24793, 8608, 37440, 25894, 24793, 4032, 8717, 1211, 4587, 995, 24793, 8978, 9673, 5016, 46958, 25720, 25062, 18513, 46007, 20449, 2423, 10043, 2539, 16472, 13412, 16606, 21984], "avg_logprob": -0.13434578993610133, "compression_ratio": 1.6923076923076923, "no_speech_prob": 2.9802322387695312e-06, "words": [{"start": 2730.22, "end": 2730.66, "word": "طريقة", "probability": 0.9910481770833334}, {"start": 2730.66, "end": 2730.86, "word": " hip", "probability": 0.27783203125}, {"start": 2730.86, "end": 2731.08, "word": " هيك", "probability": 0.897216796875}, {"start": 2731.08, "end": 2731.36, "word": " بنكون", "probability": 0.559234619140625}, {"start": 2731.36, "end": 2732.1, "word": " خلصناها", "probability": 0.9923828125}, {"start": 2732.1, "end": 2733.0, "word": " عشان", "probability": 0.9755859375}, {"start": 2733.0, "end": 2734.2, "word": " ننتقل", "probability": 0.9755859375}, {"start": 2734.2, "end": 2734.8, "word": " في", "probability": 0.9072265625}, {"start": 2734.8, "end": 2735.98, "word": " ال", "probability": 0.724609375}, {"start": 2735.98, "end": 2736.22, "word": " session", "probability": 0.94970703125}, {"start": 2736.22, "end": 2736.9, "word": " القادم", "probability": 0.9112955729166666}, {"start": 2736.9, "end": 2737.9, "word": " لنوع", "probability": 0.9908854166666666}, {"start": 2737.9, "end": 2739.0, "word": " تاني", "probability": 0.9523111979166666}, {"start": 2739.0, "end": 2740.2, "word": " فحتى", "probability": 0.92138671875}, {"start": 2740.2, "end": 2740.38, "word": " الآن", "probability": 0.749755859375}, {"start": 2740.38, "end": 2740.78, "word": " بنقول", "probability": 0.96240234375}, {"start": 2740.78, "end": 2741.1, "word": " أنه", "probability": 0.6019287109375}, {"start": 2741.1, "end": 2741.48, "word": " خلصنا", "probability": 0.9967041015625}, {"start": 2741.48, "end": 2741.58, "word": " ال", "probability": 0.9921875}, {"start": 2741.58, "end": 2741.84, "word": " hip", "probability": 0.53076171875}, {"start": 2741.84, "end": 2743.0, "word": " أكيد", "probability": 0.9235026041666666}, {"start": 2743.0, "end": 2743.22, "word": " طبعا", "probability": 0.9893798828125}, {"start": 2743.22, "end": 2744.18, "word": " هيكون", "probability": 0.8544921875}, {"start": 2744.18, "end": 2744.34, "word": " في", "probability": 0.9462890625}, {"start": 2744.34, "end": 2744.72, "word": " أمثلة", "probability": 0.811279296875}, {"start": 2744.72, "end": 2745.16, "word": " عليها", "probability": 0.982666015625}, {"start": 2745.16, "end": 2745.48, "word": " و", "probability": 0.9638671875}, {"start": 2745.48, "end": 2745.96, "word": " نتحدث", "probability": 0.8765869140625}, {"start": 2745.96, "end": 2746.68, "word": " بأمثلة", "probability": 0.94873046875}, {"start": 2746.68, "end": 2747.1, "word": " عنها", "probability": 0.9970703125}, {"start": 2747.1, "end": 2748.12, "word": " إلى", "probability": 0.6298828125}, {"start": 2748.12, "end": 2748.36, "word": " هنا", "probability": 0.99462890625}, {"start": 2748.36, "end": 2748.88, "word": " بنقولكم", "probability": 0.9119466145833334}, {"start": 2748.88, "end": 2749.1, "word": " سلام", "probability": 0.722412109375}, {"start": 2749.1, "end": 2749.44, "word": " عليكم", "probability": 0.933349609375}, {"start": 2749.44, "end": 2750.5, "word": " و", "probability": 0.90185546875}, {"start": 2750.5, "end": 2751.22, "word": " نلقاكم", "probability": 0.91328125}, {"start": 2751.22, "end": 2751.48, "word": " في", "probability": 0.98681640625}, {"start": 2751.48, "end": 2752.34, "word": " المحاضرة", "probability": 0.974365234375}, {"start": 2752.34, "end": 2752.78, "word": " القادمة", "probability": 0.9905598958333334}, {"start": 2752.78, "end": 2753.04, "word": " مع", "probability": 0.91015625}, {"start": 2753.04, "end": 2753.24, "word": " ال", "probability": 0.66455078125}, {"start": 2753.24, "end": 2753.62, "word": " competitive", "probability": 0.97119140625}, {"start": 2753.62, "end": 2754.02, "word": " learning", "probability": 0.9521484375}, {"start": 2754.02, "end": 2754.22, "word": " ان", "probability": 0.57275390625}, {"start": 2754.22, "end": 2754.38, "word": " شاء", "probability": 0.9677734375}, {"start": 2754.38, "end": 2754.44, "word": " الله", "probability": 0.9521484375}], "temperature": 1.0}], "language": "ar", "language_probability": 1.0, "duration": 2755.047625, "duration_after_vad": 2681.903749999994}
\ No newline at end of file
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/ZkUjWH5b_Ic.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/ZkUjWH5b_Ic.srt
new file mode 100644
index 0000000000000000000000000000000000000000..dd45d53a1bfdc41ccf878a67a6ce3af6f8270b9f
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/ZkUjWH5b_Ic.srt
@@ -0,0 +1,2170 @@
+1
+00:00:04,990 --> 00:00:10,150
+بسم الله الرحمن الرحيم نستكمل ما تحدثنا عنه سابقا
+
+2
+00:00:10,150 --> 00:00:13,650
+هو الـ back propagation، نأخذ اليوم مثالًا عنها، المثال
+
+3
+00:00:13,650 --> 00:00:16,390
+بكل بساطة هي المشكلة التي لم تستطع الـ perceptron
+
+4
+00:00:16,390 --> 00:00:22,430
+حلّها، الشيء الـ XOR، الموديل تبعنا بهذا الشكل هو
+
+5
+00:00:22,430 --> 00:00:25,550
+multi-layer، صار في عندي one hidden layer، عندي
+
+6
+00:00:25,550 --> 00:00:31,210
+input، hidden layer، and output، وحنُحط كل الـ weights
+
+7
+00:00:31,210 --> 00:00:35,270
+تبعنا برضه، بنعملها random في البداية، ليش اثنين input؟
+
+8
+00:00:35,270 --> 00:00:40,850
+لأنه أنا بتكلم عن الـ binary input: 00، 10، 01، 11
+
+9
+00:00:40,850 --> 00:00:45,670
+لكن بدنا الـ output يمثل الـ XOR، يمثل XOR، هنأتي
+
+10
+00:00:45,670 --> 00:00:49,730
+نحط بهذا الشكل، عندي نود أولى، نود ثانية، أو نود، أو
+
+11
+00:00:49,730 --> 00:00:54,850
+نيورون، طبعًا نيورون ثالثة، رابعة، خامسة، هنا في بينهم
+
+12
+00:00:54,850 --> 00:00:58,470
+weight، فهو اللي بين واحد وثلاثة، بين واحد وثلاثة،
+
+13
+00:00:58,470 --> 00:01:01,610
+بين اثنين وثلاثة، and so on، وهكذا، هدول كلهم
+
+14
+00:01:01,610 --> 00:01:03,990
+بنحطهم randomly، طبعًا إحنا عارفين أن في عندي theta
+
+15
+00:01:03,990 --> 00:01:07,490
+هيكون في عندي theta لثلاثة، وtheta لأربعة، وفي
+
+16
+00:01:07,490 --> 00:01:09,970
+theta لخمسة، أو three thresholds، لأن هذه activation
+
+17
+00:01:09,970 --> 00:01:14,730
+function، سيجمويد، تمام، نبدأ نشتغل عليها بحيث أنّه
+
+18
+00:01:14,730 --> 00:01:17,370
+نشتغل عليها كالتالي، نقول في عندي سيجمويد، و
+
+19
+00:01:17,370 --> 00:01:23,690
+السيجمويد هذه threshold لها، ثيتا، هتكون برضه بدنا
+
+20
+00:01:23,690 --> 00:01:30,050
+نشتغلها أن هي يعني قيمة متغيرة، خلينا نقول، فهنعملها
+
+21
+00:01:30,050 --> 00:01:33,410
+adaptation، على اعتبار أن ثيتا هتكون هنا كقيمة
+
+22
+00:01:33,410 --> 00:01:37,650
+-1، لكن كـ weight بدنا نخليها weight، بدنا
+
+23
+00:01:37,650 --> 00:01:41,110
+نخليها قيمة الـ weight بتاعتها، وهنحط كل القيم هذه
+
+24
+00:01:41,110 --> 00:01:44,790
+randomly، إيش يعني؟ يعني هدخل على الحاسوب أقول له
+
+25
+00:01:44,790 --> 00:01:50,310
+اعملي بشكل عشوائي قيمًا لـ W13، أعطاني نص قيمة
+
+26
+00:01:50,310 --> 00:01:55,250
+لـ W14، أعطاني 0.9، قيمة لـ W23 أعطاني 0.4، طبعًا
+
+27
+00:01:55,250 --> 00:01:59,090
+تاخدوا بالكم أن هذه القيم بناءً على المعادلة
+
+28
+00:01:59,090 --> 00:02:04,960
+بتاعتنا اللي هي: أعطيني قيمة عشوائية من -2.4
+
+29
+00:02:04,960 --> 00:02:08,640
+على F1 اللي هي اثنين، هنا هنا عندنا اثنين لأنه عندي
+
+30
+00:02:08,640 --> 00:02:12,120
+two inputs، two inputs، وهذا اللي بيعطينا ليش في
+
+31
+00:02:12,120 --> 00:02:14,800
+عندي أي W أربعة، واحد، طالعة واحد فاصلة واحد، يعني
+
+32
+00:02:14,800 --> 00:02:18,340
+أكبر من الواحد، لأنه اثنين فاصلة أربعة على اثنين
+
+33
+00:02:18,340 --> 00:02:23,180
+فأنا عندي هامش أتحرك من أكثر من واحد negative
+
+34
+00:02:23,180 --> 00:02:26,920
+لأكثر من واحد positive، فطلع لنا القيم اللي أنتم
+
+35
+00:02:26,920 --> 00:02:30,750
+شايفينها في الـ slides اللي قدامكم، فما كان فيه مشكلة
+
+36
+00:02:30,750 --> 00:02:33,030
+هذه، ما أقدرش أتكلم عنها كثير لأنّها randomly طلعت
+
+37
+00:02:33,030 --> 00:02:36,770
+randomly، هنتكلم عن عملية الـ activation بعد ذلك، ففي
+
+38
+00:02:36,770 --> 00:02:40,870
+عملية الـ activation، الـ W هذه هنبدأ نضربها في الـ
+
+39
+00:02:40,870 --> 00:02:45,050
+inputs، هبدأ أدخل الـ inputs تبعها واحد واحد، طيب
+
+40
+00:02:45,050 --> 00:02:49,220
+واحد واحد، إيش المفروض الـ output تبعهم كـ XOR؟ صفر
+
+41
+00:02:49,220 --> 00:02:55,420
+واحد واحد بيطلع صفر، تمام، هنبدأ y3 هتكون w أي
+
+42
+00:02:55,420 --> 00:02:58,200
+عفوًا x1 مضروبة في w13 زائد x2
+
+43
+00:02:58,200 --> 00:03:02,220
+مضروبة في w23 ناقص θ3، كل هذا
+
+44
+00:03:02,220 --> 00:03:06,440
+هنعمل لهم summation، جمعنا الـ term اللي بنجمعه هنا
+
+45
+00:03:07,290 --> 00:03:12,530
+بنعمله واحد على واحد زائد exponential ناقص الـ
+
+46
+00:03:12,530 --> 00:03:15,790
+term هذا أو القيمة هذه، ليش؟ لأن هذه معادلة السيجمويد
+
+47
+00:03:15,790 --> 00:03:20,930
+هي واحد على واحد زائد exponential ناقص هاي
+
+48
+00:03:20,930 --> 00:03:26,890
+المجموع اللي هي x1 قيمتها واحد مضروبة في 0.5
+
+49
+00:03:26,890 --> 00:03:31,670
+اللي هي w13، w13
+
+50
+00:03:32,270 --> 00:03:39,970
+زائد 1، x2 مضروبة في w23، 0.4، ناقص θ3 برضه كان
+
+51
+00:03:39,970 --> 00:03:46,390
+يُعطينا قيمة θ3، 0.8، نجمع وبنحّل المعادلة عشان يطلع
+
+52
+00:03:46,390 --> 00:03:54,140
+القيمة الـ node رقم 3 عبارة عن 0.525، كويس طبعًا، و
+
+53
+00:03:54,140 --> 00:03:58,240
+أنتم بتحلّوا معي هذا الموضوع، تكونوا على جنب يعني
+
+54
+00:03:58,240 --> 00:04:02,320
+متابعين معي، تكونوا راسمين على جنب الرسمة دي عشان
+
+55
+00:04:02,320 --> 00:04:05,840
+نتابع مع بعض، وتكون أسهل، تتسرّعوا على حالكم
+
+56
+00:04:05,840 --> 00:04:11,260
+عملية الفهم، تمام، فتتأكدوا أن كل المعادلات مظبوطة
+
+57
+00:04:11,260 --> 00:04:15,140
+بتتحسب، بعدين لـ y4 نفس الطريقة تمامًا عشان نطلع
+
+58
+00:04:15,140 --> 00:04:22,490
+قيمتها 0.88، أو 88، تمام، خلّصنا الآن قيمة y3 و y4 عشان
+
+59
+00:04:22,490 --> 00:04:27,330
+نضربهم في مين؟ في الـ W's اللي بين 3 و 5 و 4 و 5
+
+60
+00:04:27,330 --> 00:04:33,430
+فحنقول y3 مضروبة في w35 زائد y4 مضروبة في w45
+
+61
+00:04:33,430 --> 00:04:40,230
+ناقص θ5، كل هذه مجموع applied عليه مين؟ بنطبق عليه
+
+62
+00:04:40,230 --> 00:04:46,630
+معادلة الـ Sigmoid عشان نطلع عندي 0.5097، فطلعنا
+
+63
+00:04:46,630 --> 00:04:50,330
+قيمة الـ output هذه، هذه قيمة output، طيب واحد و
+
+64
+00:04:50,330 --> 00:04:54,990
+واحد، إيش لازم يقول لنا الـ output تبعهم؟ صفر، فإذا
+
+65
+00:04:54,990 --> 00:04:58,770
+صفر ناقص الـ term اللي طلع عندنا 0.5، فمعنى ذلك أن
+
+66
+00:04:58,770 --> 00:05:03,670
+قيمة الـ error -0.5، -0.5، قيمة الـ term هذا
+
+67
+00:05:05,170 --> 00:05:08,150
+هنضربه، اللي هي قيمة الـ error صارت، هنضربه في الـ
+
+68
+00:05:08,150 --> 00:05:11,050
+derivative للسيجمويد، فالـ derivative للسيجمويد
+
+69
+00:05:11,050 --> 00:05:16,870
+بيساوي عبارة عن قيمة الـ Y مضروبة في واحد ناقص قيمة
+
+70
+00:05:16,870 --> 00:05:23,130
+الـ Y، هي قيمة الـ Y كانت 0.5097، مضروبة في واحد ناقص
+
+71
+00:05:23,130 --> 00:05:29,250
+0.5097، فهذه تمثل قيمة الـ derivative، الحقيقة أصبحت
+
+72
+00:05:29,250 --> 00:05:35,490
+مضروبة في قيمة الـ error، خلاص هيجيب لنا قيمة Δ5
+
+73
+00:05:35,490 --> 00:05:39,710
+Δ5، انتهى الكلام، من خلالها، وبتطبيق المعادلة
+
+74
+00:05:39,710 --> 00:05:41,950
+السابقة اللي خاصة بالـ algorithm تبع الـ back
+
+75
+00:05:41,950 --> 00:05:47,050
+propagation algorithm، بنقدر نحصل منها على ΔW35
+
+76
+00:05:47,050 --> 00:05:51,910
+دلتا، لحظة، اللي هو معدل التغير اللي لازم يحدث
+
+77
+00:05:51,910 --> 00:05:56,250
+لقيمة الـ W، كويس، بعدين حسبنا للـ W، الدلتا برضه
+
+78
+00:05:56,250 --> 00:06:02,990
+للـ W45، ثم لثيتا، الدلتا لثيتا5 هذه كيف نعملها؟
+
+79
+00:06:02,990 --> 00:06:07,690
+معروفة جدًا، Δ5 مش مشكلة هي قيمة الـ error
+
+80
+00:06:07,690 --> 00:06:12,410
+الحقيقة، الـ input تبعها مش هيكون y3 أو y4، هيكون
+
+81
+00:06:12,410 --> 00:06:16,950
+-1، -1، لأن هذه قيمة الـ input اللي خاصة بالـ
+
+82
+00:06:16,950 --> 00:06:19,950
+threshold، طبعًا كلهم مضروبين في مين؟ في ألفا على
+
+83
+00:06:19,950 --> 00:06:22,630
+اعتبار أن هنا ألفا قلنا by default يعني، أو الناس
+
+84
+00:06:22,630 --> 00:06:27,870
+بتميل أنهم يستخدموها 0.1، استخدمناها 0.1 عشان نطلع
+
+85
+00:06:27,870 --> 00:06:31,330
+قيم الـ Delta، هنجد أن هي قيم الـ Delta بتكون عادة
+
+86
+00:06:31,330 --> 00:06:37,280
+صغيرة، هذا الكلام محتاجينه الآن، نحسب منه الـ.. اللي
+
+87
+00:06:37,280 --> 00:06:42,240
+هي قيم الـ weights وقيم Δ5، فـ Δ5 كل
+
+88
+00:06:42,240 --> 00:06:47,320
+اللي هنعمله نضربها في w35، بنكون جيبنا إيش؟
+
+89
+00:06:47,320 --> 00:06:52,820
+الـ error عند الـ node ثلاثة، طيب، هنضرب الـ Error عند
+
+90
+00:06:52,820 --> 00:06:56,760
+الـ node 3 في معدل الـ derivative للـ node 3، و
+
+91
+00:06:56,760 --> 00:06:58,880
+المستخدم سيجمويد، معناته برضه هضربها في قيمة
+
+92
+00:06:58,880 --> 00:07:04,220
+السيجمويد اللي هي الـ output لـ 3 مضروبة في 1 ناقص الـ
+
+93
+00:07:04,220 --> 00:07:08,480
+output لـ 3، بنكون جيبنا مين؟ Δ3، مش Error 3
+
+94
+00:07:08,480 --> 00:07:12,900
+Δ3 وليس Error 3، ناخد بالنا مرة، بقالنا هذا الـ
+
+95
+00:07:12,900 --> 00:07:21,250
+term هذا يمثل Error 3، وهذا الـ term يمثل Error 4
+
+96
+00:07:21,250 --> 00:07:24,950
+لكن لما بضربه في قيمة الـ derivative of الـ function
+
+97
+00:07:24,950 --> 00:07:31,950
+هيصبح مين؟ هيصبح Δ3 و Δ4، تمام، حسبنا هيك
+
+98
+00:07:31,950 --> 00:07:37,130
+حسبنا هنا Δ5، وعندما حسبناها Δ5، وحسبنا
+
+99
+00:07:37,130 --> 00:07:41,790
+Δ3 و Δ4، من خلال Δ3 و Δ4 بنعدل
+
+100
+00:07:41,790 --> 00:07:45,810
+الأوزان بين الـ hidden والـ input ومين؟ والـ input
+
+101
+00:07:45,810 --> 00:07:57,010
+واللي هي ΔW13، ΔW23، Δθ3، ΔW14، و
+
+102
+00:07:57,010 --> 00:08:02,830
+W24، وθ4، عشان نحصل على كلهم قيم... هنلاحظ أنّه من
+
+103
+00:08:02,830 --> 00:08:06,450
+الجيد أن كلهم قيم صغيرة، هذه كل القيم، كل الـ delta
+
+104
+00:08:06,450 --> 00:08:11,100
+اللي جبناهم، طبعًا capital delta هذه، الكبيرة، اللي هي
+
+105
+00:08:11,100 --> 00:08:15,120
+هي معدل التغير اللي بدنا نغيره على الأوزان، غير
+
+106
+00:08:15,120 --> 00:08:18,160
+الـ delta الصغيرة اللي هي التغير اللي بده يتغير على
+
+107
+00:08:18,160 --> 00:08:22,920
+الـ error، كويس؟ ليه قيمة الـ error، تمام، كل الدلتات
+
+108
+00:08:22,920 --> 00:08:29,460
+هذه، هنرجع نجمعها على الأوزان القديمة، يعني الآن w1
+
+109
+00:08:29,460 --> 00:08:34,800
+ثلاثة الجديدة تساوي w1 ثلاثة القديمة زائد Δw1
+
+110
+00:08:34,800 --> 00:08:38,500
+ثلاثة واللي حسبناها مسبقًا، نفس الكلام للباقي، هنحصل
+
+111
+00:08:38,500 --> 00:08:42,120
+على قيم جديدة لـ الـ weights، تمام، القيم هذه إيش
+
+112
+00:08:42,120 --> 00:08:46,640
+هنعمل فيها؟ أحسنتم، هنرجع زي ما هي، ندخل كمان input
+
+113
+00:08:46,640 --> 00:08:52,890
+ثاني عليها ونستمر، إمتى هنوقف؟ هنوقف لما الـ error
+
+114
+00:08:52,890 --> 00:08:56,590
+يصل، يعمل convergence مع tolerance معين،
+
+115
+00:08:56,590 --> 00:08:59,990
+بالنسبة لنا مع اللي هي required error المطلوب اللي
+
+116
+00:08:59,990 --> 00:09:04,320
+هي أقل error ممكن نستخدمه،  لو أنّه epoch كامل، لو أنّه
+
+117
+00:09:04,320 --> 00:09:08,780
+epoch كامل، أكون جربت كل الـ input وكلها ضمن الـ error
+
+118
+00:09:08,780 --> 00:09:12,960
+المقبولة، تمام، لما نعمل convergence لكلام هذا
+
+119
+00:09:12,960 --> 00:09:16,640
+الحقيقة هنجد أنّه فعلاً في بداية الحل الـ error بيكون
+
+120
+00:09:16,640 --> 00:09:19,620
+عالي، وبعدين شوية شوية طبيعي بيبدأ يقل يقل يقل
+
+121
+00:09:19,620 --> 00:09:25,820
+قيمة الـ delta أو قيمة الـ error، النهائي، السؤال كان
+
+122
+00:09:25,820 --> 00:09:32,270
+ΣΕ²، هي اللي هي sum squared error، أو مربع الـ
+
+123
+00:09:32,270 --> 00:09:35,030
+error، ليش؟ لأن ممكن الـ error يكون بالسالب، طب
+
+124
+00:09:35,030 --> 00:09:36,790
+إيش يعني بالسالب؟ بالسالب أروح أخليه
+
+125
+00:09:36,790 --> 00:09:39,990
+ناقص، يعني صار أقل من صفر، يعني مناسب؟ أكيد لأ، بيضل
+
+126
+00:09:39,990 --> 00:09:44,950
+error اسمه، بيضل اسمه error، فلازم نعمله تربيع، وإذا
+
+127
+00:09:44,950 --> 00:09:48,290
+كان.. إذا كان الـ output فيه أكثر من error عادة
+
+128
+00:09:48,290 --> 00:09:52,170
+بدنا نعمل الـ.. الـ.. الـ.. تربيع الـ error الأول
+
+129
+00:09:52,170 --> 00:09:55,690
+زائد الثاني زائد الثالث زائد الرابع، بدنا نجمعهم،
+
+130
+00:09:55,690 --> 00:09:59,390
+إذا كان الـ output فيه أكثر من neuron واحدة، الـ
+
+131
+00:09:59,390 --> 00:10:02,190
+neuron واحدة خلاص، هي التربيع وخلاصنا، لكن إذا
+
+132
+00:10:02,190 --> 00:10:04,410
+كان أكثر، تربيع الأولى زائد الثاني زائد الثالث
+
+133
+00:10:04,410 --> 00:10:08,290
+زائد الرابع، عشان ناخد squared أو sum squared
+
+134
+00:10:08,290 --> 00:10:15,390
+error، تمام، إحنا كنا بدنا نصل لـ error قيمته قد إيش؟ 0
+
+135
+00:10:15,390 --> 00:10:22,350
+.001، واحد من الألف، يعني 10 to the power minus 3
+
+136
+00:10:22,350 --> 00:10:26,130
+وفعلاً وصلنا لكلام هذا بعد كم iteration؟ هات نكتبها
+
+137
+00:10:26,130 --> 00:10:34,330
+بعد 224 iteration، أو epochs، epochs إيش يعني؟ يعني
+
+138
+00:10:34,330 --> 00:10:40,270
+كل الـ inputs كاملين مع بعض، يعني كم iterations؟
+
+139
+00:10:40,270 --> 00:10:44,640
+مضروب في 4، أضرب في أربعة، لأن كل أربع iterations الـ
+
+140
+00:10:44,640 --> 00:10:47,120
+iteration الأولى كنت بدخل 00، الـ iteration الثانية
+
+141
+00:10:47,120 --> 00:10:49,940
+10، الـ iteration الثالثة 01، الـ iteration الرابعة 11
+
+142
+00:10:49,940 --> 00:10:53,060
+بدي الآن، الـ iteration اللي وراها هتكون واحدة مكررة
+
+143
+00:10:53,060 --> 00:10:57,760
+من هدول، فهدول هيك one epoch، ببدأ epoch ثانية، لنرجع
+
+144
+00:10:57,760 --> 00:11:06,010
+نعيدهم من جديد، فبعد 224 epochs كنا جبنا الحل، الحل
+
+145
+00:11:06,010 --> 00:11:09,290
+قيمته كانت بهذا الشكل، هي الـ output تبعنا، والـ
+
+146
+00:11:09,290 --> 00:11:13,110
+error كان واصل لقيم قليلة جدًا بحيث أنّه مجموع
+
+147
+00:11:13,110 --> 00:11:18,110
+تربيعاتهم، للـ errors هذه، سواءً للواحد من ألف، من الألف
+
+148
+00:11:18,110 --> 00:11:22,340
+عند مجموعة الـ weights المبينة في الـ slide بتاعتنا
+
+149
+00:11:22,340 --> 00:11:25,640
+في الـ slides بتاعتنا، فهذه هيك القرار النهائي، و
+
+150
+00:11:25,640 --> 00:11:31,140
+اللي بنقدر نقول عليه حلّنا الشغل تبعنا، تمام، 224، طيب
+
+151
+00:11:31,140 --> 00:11:35,740
+هلاحظ أنّه الـ model القديم، لمقارنة، bits كان بهذا
+
+152
+00:11:35,740 --> 00:11:39,580
+الشكل، للـ XOR، كانوا جايبين القيم اللي إحنا شايفينها
+
+153
+00:11:39,580 --> 00:11:42,180
+أمامنا، كانوا يعني كانوا جايبين حل مختلف عن اللي
+
+154
+00:11:42,180 --> 00:11:47,240
+إحنا جايبينه، طبعًا هتختلف، لحظة، أنّه ممكن جدًا الـ
+
+155
+00:11:47,240 --> 00:11:49,120
+initialization اللي أنتم عملتوها، اللي هي الـ
+
+156
+00:11:49,120 --> 00:11:51,880
+random values اللي في الأول، اتغير تمامًا النتائج
+
+157
+00:11:51,880 --> 00:11:54,200
+ممكن بكل بساطة تغيروا لكم نتائج، تعمل لكم نتائج
+
+158
+00:11:54,200 --> 00:11:59,820
+مختلفة بشكل مطلق، هم أشتغلوا بهذا الشكل وطلعوا
+
+159
+00:11:59,820 --> 00:12:04,100
+نتائج، وكانت حلّهم للـ XOR بدون أي مشاكل، طيب
+
+160
+00:12:04,100 --> 00:12:11,420
+تعالوا نتطلع على الـ XOR، كانت
+
+161
+00:12:11,420 --> 00:12:18,170
+بهذا الشكل، هدول 11، وهدول 00، هدول الـ output تبعهم
+
+162
+00:12:18,170 --> 00:12:21,170
+صفر عند الصفر صفر، والواحد واحد، صفر عند الواحد
+
+163
+00:12:21,170 --> 00:12:25,890
+الصفر واحد، والواحد صفر، المفروض واحد، تمام، هذه محتاجة
+
+164
+00:12:25,890 --> 00:12:29,390
+كم خط عشان نشتغل عليها؟ محتاجة على الأقل خطين، خط
+
+165
+00:12:29,390 --> 00:12:36,250
+هيك، وخط هيك، تمام، ممكن تيجي تعمل random values
+
+166
+00:12:36,250 --> 00:12:4
+
+223
+00:16:49,220 --> 00:16:54,640
+momentum turn من خلال أنه لأ، الـ Delta W ما تكونش
+
+224
+00:16:54,640 --> 00:17:00,000
+عبارة عن Alpha في الـ Y في الـ Delta بس، لأ، أنا ممكن
+
+225
+00:17:00,000 --> 00:17:03,640
+آخد قيمة الـ Delta السابقة، إذا كان أنا في
+
+226
+00:17:03,640 --> 00:17:07,640
+الـ Iteration 5 أو 6 أو 7 أو 8، البعيدة هذه، طيب،
+
+227
+00:17:07,640 --> 00:17:10,860
+الـ Delta الآن طلعت موجبة، طيب، الـ Delta تاعت المرة اللي
+
+228
+00:17:10,860 --> 00:17:15,260
+فاتت، كيف كانت؟ إذا كانت موجبة، معناته أنا محتاج
+
+229
+00:17:15,260 --> 00:17:19,480
+أرجع أزودها معاهم، لأنه واضح إن اتجاهي صحيح، الـ Delta
+
+230
+00:17:19,480 --> 00:17:23,240
+كانت موجبة، يعني أنا محتاج أزود قيمة الـ W. طيب، في
+
+231
+00:17:23,240 --> 00:17:25,780
+الـ Iteration اللي وراها، برضه الـ Delta كانت موجبة،
+
+232
+00:17:25,780 --> 00:17:29,620
+معناته محتاج برضه لسه أزود قيمة الـ W. عشان ذلك، لو
+
+233
+00:17:29,620 --> 00:17:35,680
+زودت قيمة الـ Delta السابقة، كأنك سرعت الزيادة،
+
+234
+00:17:35,680 --> 00:17:39,400
+كأنك بتسرحها، مدام أنت في الـ Iteration السابق، يا
+
+235
+00:17:39,400 --> 00:17:43,100
+قيمة الـ W كنت محتاجة تزيدي، طيب زودناكي، إجينا
+
+236
+00:17:43,100 --> 00:17:47,660
+حسبنا، برضه لجناكي بلسة بدك تزيدي، خلاص لأ بنزودك
+
+237
+00:17:47,660 --> 00:17:52,620
+كتير، بنعطيك زيادة أكبر عشان ذلك روحنا جمعنا قيمة
+
+238
+00:17:52,620 --> 00:17:55,900
+الـ Delta السابقة، مش الـ filtration P، الـ filtration P
+
+239
+00:17:55,900 --> 00:17:59,180
+minus one بس مضروبة في الـ gain، الـ gain هذا عادة
+
+240
+00:17:59,180 --> 00:18:03,340
+بيكون قيمة أقل من الواحد، من صفر لواحد، كتير
+
+241
+00:18:03,340 --> 00:18:08,060
+بفضلوا يستخدموها 95%، 90%، 85%، بس بيكون في الـ
+
+242
+00:18:08,060 --> 00:18:11,040
+range هذا تقريبا، في الـ range هذا، هذه المعادلة
+
+243
+00:18:11,040 --> 00:18:14,300
+اللي هي صارت الـ momentum الزخم يعني، يعني أنا بخلي
+
+244
+00:18:15,100 --> 00:18:18,360
+قيمة الـ Delta يكون فيها زخم أكتر، إذا كان والله هي
+
+245
+00:18:18,360 --> 00:18:21,520
+دايما اتجاهها موجب، معناته المفروض أنا بدي أحاول
+
+246
+00:18:21,520 --> 00:18:24,700
+أزودها، وهي بتزيد بشواش، مش زي ما أنا بدي، بروح
+
+247
+00:18:24,700 --> 00:18:29,040
+بضيف لها كمان term زيادة، فبعطيها زخم الـ Momentum
+
+248
+00:18:29,040 --> 00:18:33,860
+Constant تبعنا اللي هو .. شوفنا قيمة الـ Beta هذا
+
+249
+00:18:33,860 --> 00:18:38,580
+بتسميه Generalized Delta Rule .. الـ Delta Rule طيب،
+
+250
+00:18:38,580 --> 00:18:41,760
+إيش حسنت هذه حقيقة عندنا؟ لنفس المثال هو هو ..
+
+251
+00:18:41,760 --> 00:18:45,920
+بتاعة الـ XOR لكن عمللي convergence الحقيقة بعد
+
+252
+00:18:45,920 --> 00:18:54,080
+كده؟ بعد 126 Epochs هذه
+
+253
+00:18:54,080 --> 00:18:54,660
+نتيجة
+
+254
+00:18:58,010 --> 00:19:02,990
+الـ momentum اني زوّدتله term صار اسمه momentum،
+
+255
+00:19:02,990 --> 00:19:06,870
+كويس هذه اللي هي البسيطة اللي كانت classic خلّيني
+
+256
+00:19:06,870 --> 00:19:09,670
+نسميها، إذا شزلنا التعبير، خلّيني نقول اسمها
+
+257
+00:19:09,670 --> 00:19:12,670
+classic العادية بدون ما نعملش أي acceleration،
+
+258
+00:19:12,670 --> 00:19:18,150
+تمام، الآن السابق هذه النتائج بتاعتها الـ learning
+
+259
+00:19:18,150 --> 00:19:21,390
+rate اللي هي Alpha أنا ما لعبتش فيها، ما غيرتش، دلتا
+
+260
+00:19:21,390 --> 00:19:26,630
+0.1. طب ليش خلتها 0.1؟ طب ما يمكن هتكون بتأثر في
+
+261
+00:19:26,630 --> 00:19:30,810
+النتائج؟ الحقيقة هي بتأثر، يعني حقيقةً هي بتأثر
+
+262
+00:19:30,810 --> 00:19:36,430
+بمعنى إذا كان وجدت إنه الـ change في الـ error
+
+263
+00:19:36,430 --> 00:19:39,830
+السابق و الـ error الحالي هو نفس الإشارة، نفس
+
+264
+00:19:39,830 --> 00:19:43,050
+الإشارة، بمعنى هنشوف التعديلات اللي ممكن بناء
+
+265
+00:19:43,050 --> 00:19:48,170
+عليها، ناخد Since جديش قضي أزودها قيمة Alpha ولا
+
+266
+00:19:48,170 --> 00:19:52,250
+أقللها؟ If the change of sum of squared errors has
+
+267
+00:19:52,250 --> 00:19:56,210
+the same sign for several consequent epochs، إذا
+
+268
+00:19:56,210 --> 00:19:59,310
+لإ جأت إنه دائما الـ error موجب، دائما موجب، موجب،
+
+269
+00:19:59,310 --> 00:20:02,590
+موجب، موجب، موجب، موجب، الـ error، معناته ذلك إنه لأ
+
+270
+00:20:02,590 --> 00:20:08,670
+أنا محتاج هنا أزود قيمة Alpha. محتاجين نزود قيمة
+
+271
+00:20:08,670 --> 00:20:12,330
+Alpha على أساس أنه الـ term الإضافي اللي هو قيمة
+
+272
+00:20:12,330 --> 00:20:16,930
+Alpha وين بتبين؟ بتبين في الـ Delta W اللي هي بتساوي الـ
+
+273
+00:20:16,930 --> 00:20:22,590
+Alpha في الـ X في الـ error. في الـ error أنا كنت
+
+274
+00:20:22,590 --> 00:20:27,170
+حاططها 0.1، يعني أنا جَلَّلت قيمة الـ term هذا، جَلَّلت
+
+275
+00:20:27,170 --> 00:20:31,450
+قيمته، تأثيره، فوجدت أنه لأ، مزال الـ error بيظل موجب
+
+276
+00:20:31,450 --> 00:20:34,870
+أو إذا كان سالب بيظل دائما سالب، معناته ذلك أن أنا
+
+277
+00:20:34,870 --> 00:20:39,190
+محتاج أسرع شوية. أسرع شوية، إيش يعني؟ يعني قيمة الـ Delta
+
+278
+00:20:39,190 --> 00:20:42,990
+هذه خليها تأخذ جنب أوسع، بعدين بدي أرجع .. بدي أقول
+
+279
+00:20:42,990 --> 00:20:54,150
+Delta P plus واحد تساوي W P plus Delta W. ومع ذلك
+
+280
+00:20:54,150 --> 00:20:57,950
+بأجد أنه كل مرة لأ، لسه بدها زيادة، لسه بدها زيادة
+
+281
+00:20:57,950 --> 00:21:01,750
+لسه بدها زيادة، طب ما أزود قيمة الـ Delta W هذه إيه هي
+
+282
+00:21:01,750 --> 00:21:07,000
+واحدة، نزودها كتير. كيف؟ أني أزود قيمة Alpha، نزود
+
+283
+00:21:07,000 --> 00:21:11,080
+قيمة Alpha، كويس، إذا كان Negative برضه، بدنا نزود
+
+284
+00:21:11,080 --> 00:21:14,360
+قيمة Alpha، ليش؟ لأنه مين اللي بيحدد Negative ولا
+
+285
+00:21:14,360 --> 00:21:17,640
+Positive؟ الـ Error، فأنا مش هلعب في الإشارة، مش
+
+286
+00:21:17,640 --> 00:21:22,000
+هغير في الإشارة، لكن بزود اتجاه الحركة، بدل ما كنت
+
+287
+00:21:22,000 --> 00:21:25,140
+بمشي زي ما أقول خطوة خطوة، سانتي سانتي على الأرض،
+
+288
+00:21:25,140 --> 00:21:30,210
+لأ بمشي متر متر. تمام؟ كويس، هذه أول حاجة بدنا نفكر
+
+289
+00:21:30,210 --> 00:21:34,330
+فيها، أما إذا لاجينا إنه الـ sign لـ some squared
+
+290
+00:21:34,330 --> 00:21:39,030
+errors تتغير، بمعنى إنه الـ Delta المرة هذه كانت
+
+291
+00:21:39,030 --> 00:21:44,350
+موجبة، المرة السابقة كانت سالبة، معنى ذلك إيش اللي
+
+292
+00:21:44,350 --> 00:21:48,590
+صار؟ يعني في optimal point هنا، في نقطة optimal لـ
+
+293
+00:21:48,590 --> 00:21:51,070
+W، أنا مرة كنت أقل منها،
+
+294
+00:21:53,530 --> 00:21:59,490
+كويس؟ فكانت بالموجب الـ error، و المرة اللي وراها صرت
+
+295
+00:21:59,490 --> 00:22:05,310
+أعلى منها فصرت بالسالب، صحيح؟ تمام؟ معناته ده، لكل
+
+296
+00:22:05,310 --> 00:22:09,650
+اللي مطلوب أنه الـ jump هادي أقللها، أقلل الـ term
+
+297
+00:22:09,650 --> 00:22:14,070
+تبع الـ Delta W، عشان أقلله معناته Alpha أقللوها يا
+
+298
+00:22:14,070 --> 00:22:21,520
+جماعة شوية، خليها تصير 0.09، 0.05، حتى، أقللوها شوية
+
+299
+00:22:21,520 --> 00:22:24,880
+لإيش؟ عشان أنه بدل ما أعمل jump لهنا، لأ، خلي jump
+
+300
+00:22:24,880 --> 00:22:30,720
+لهنا مثلا، فلاحظوا جربت أكتر على الـ W الأنسب، فهذا
+
+301
+00:22:30,720 --> 00:22:34,560
+أكيد هيأثر في الآخر أنه الـ error أتوقع أنه هيجيب
+
+302
+00:22:34,560 --> 00:22:39,880
+بتصير له زيادة في المقصود تبعه، ففي الحالة هذه هنكون
+
+303
+00:22:39,880 --> 00:22:46,090
+محتاجين أن نُقلِّل قيمة Alpha. تمام، هنقلله ضمن الرول
+
+304
+00:22:46,090 --> 00:22:49,110
+اللي إحنا هنتكلم عنها، إن الـ adaptive learning rate
+
+305
+00:22:49,110 --> 00:22:52,250
+هيطلب منا مجموعة من التغييرات في الـ algorithm اللي
+
+306
+00:22:52,250 --> 00:22:55,230
+خاص بالـ back propagation، أني أحط مجموعة يعني
+
+307
+00:22:55,230 --> 00:22:59,270
+parameters زيادة، أقول إذا كان مجموع الـ error بين
+
+308
+00:22:59,270 --> 00:23:04,380
+الـ current epoch exceeds the previous value، إذا كان
+
+309
+00:23:04,380 --> 00:23:08,560
+تجاوز القيمة السابقة، بمعنى إن الـ Error كان قيمة
+
+310
+00:23:08,560 --> 00:23:13,820
+معينة، نفترض قيمة Error 1، المرة القادمة، الـ Error
+
+311
+00:23:13,820 --> 00:23:21,860
+صار 1.05% من قيمته السابقة، أو 4% عفواً، 1.04،
+
+312
+00:23:21,860 --> 00:23:25,420
+بمعنى إن الـ Error زاد، على طول، إيش تروح تعمل يا
+
+313
+00:23:25,420 --> 00:23:32,330
+Algorithm؟ اضرب لي قيمة Alpha في 0.7. يعني إذا كنت
+
+314
+00:23:32,330 --> 00:23:37,750
+بستخدم 0.1، أضربها في 0.7، صارت 0.07، معناته هذه قيمة
+
+315
+00:23:37,750 --> 00:23:43,670
+Alpha الجديدة، أضرب في الـ Alpha هذه، أضرب في الـ Alpha
+
+316
+00:23:43,670 --> 00:23:47,610
+هذه، إذا وجدنا إنه الـ error قاعد بيزيد، كويس، أما إذا
+
+317
+00:23:47,610 --> 00:23:51,630
+كان الـ error أقل من الـ error السابق، معناته اتجاهي
+
+318
+00:23:51,630 --> 00:23:56,770
+صح، أنا ماشي هيك كويس، إيش بروح بسوي؟ بدي أزود الـ
+
+319
+00:23:56,770 --> 00:24:00,390
+learning rate، معدل التعلم هذا، بدي أعطيه زيادة
+
+320
+00:24:00,390 --> 00:24:04,950
+أكتر، فبروح بضربه أو بجمع عليه خمسة في المئة من
+
+321
+00:24:04,950 --> 00:24:09,530
+قيمته، بنجمع عليه خمسة في المئة من قيمته، فبنضربه
+
+322
+00:24:09,530 --> 00:24:13,450
+في 1.05، في 1.05،
+
+323
+00:24:13,450 --> 00:24:15,870
+هذه طبعا أرقام في الـ algorithm أنتم عارفين، كلكم
+
+324
+00:24:15,870 --> 00:24:19,950
+مبرمجين، عارفين إن الكلام هذا بسيط جدا، يعني هذا
+
+325
+00:24:19,950 --> 00:24:23,990
+معادلة بسيطة جدا، مجرد if then بين قيمة سابقة لـ
+
+326
+00:24:23,990 --> 00:24:27,670
+error و قيمة لاحقة لمجموع الـ error، وبناء عليها
+
+327
+00:24:27,670 --> 00:24:31,370
+بتضرب قيمة Alpha الجديدة، يعني مجرد هو algorithm
+
+328
+00:24:31,370 --> 00:24:34,250
+برمجيا ما فيه إشي .. ما فيه إشي، لكن إيش
+
+329
+00:24:34,250 --> 00:24:38,500
+بيأثر الحقيقة؟ بيأثر إن أنا صرت أتعامل مع learning
+
+330
+00:24:38,500 --> 00:24:43,580
+rate مختلف أو متباين، متغير، هذه الـ error ببدأ ينزل
+
+331
+00:24:43,580 --> 00:24:47,020
+ينزل ينزل ينزل، كويس، فكل مرة أقل من اللي قبلها، و
+
+332
+00:24:47,020 --> 00:24:50,600
+مدام كل مرة أقل من اللي قبلها، إيش بروح بسويه الـ
+
+333
+00:24:50,600 --> 00:24:53,140
+learning rate؟ بزوده، كل مرة بزيد، كل مرة بزيد، كل مرة
+
+334
+00:24:53,140 --> 00:24:55,580
+بزيد، بزيد خمسة في المئة عن السابقة، بزيد كل مرة
+
+335
+00:24:55,580 --> 00:24:57,580
+خمسة في المئة، كل مرة خمسة في المئة، كل مرة خمسة في
+
+336
+00:24:57,580 --> 00:25:00,560
+المئة، كل مرة خمسة في المئة، لما يصل هنا، هنا الحقيقة
+
+337
+00:25:00,560 --> 00:25:03,740
+الـ error، وجدت إنه إيش عمل، بكي ممكن مش باين كتير في
+
+338
+00:25:03,740 --> 00:25:09,040
+الرسم، بس عمله طلع شوية على شوية، فـ automatic، إيش صار
+
+339
+00:25:09,040 --> 00:25:11,720
+في مين؟ في الـ learning rate، لأ، بديت أضربه في 0.7
+
+340
+00:25:11,720 --> 00:25:15,380
+كل مرة، أضربه في 0.7، فضربناه في 0.7
+
+341
+00:25:15,380 --> 00:25:20,980
+بده ينزل ينزل ينزل، لما في المنطقة هنا اللي
+
+342
+00:25:20,980 --> 00:25:26,430
+بده يرتفع فيها، يرجع ينزل تاني، يعني لو هذا قوس، في
+
+343
+00:25:26,430 --> 00:25:30,630
+بدايته بيعلى، بعد شوية بيبدأ ينزل، بدأ ينزل هنا
+
+344
+00:25:30,630 --> 00:25:35,330
+بدأنا، بدأ الـ algorithm يرفع شوية القيمة، أنه يرجع
+
+345
+00:25:35,330 --> 00:25:39,970
+يضربها كل مرة في إيش؟ في يجمع عليها 5%، يعني يضربها
+
+346
+00:25:39,970 --> 00:25:45,490
+في 1.05، كويس، بعد شوية ينزل، نزل نزل نزل، تمام، لما
+
+347
+00:25:45,490 --> 00:25:50,980
+وصل هنا للـ peak هذا، يرجع تاني الـ error، فرجع نزل
+
+348
+00:25:50,980 --> 00:25:57,980
+الـ learning rate، نزل الـ learning rate، و بده ينزل، و
+
+349
+00:25:57,980 --> 00:26:00,720
+هنا بده شوية شوية يطلع، لعند ما خلص ووقفت الـ .. هو
+
+350
+00:26:00,720 --> 00:26:05,860
+وصل فعليا للـ error المطلوب، خلصناه، بس وصل امتى؟ وصل
+
+351
+00:26:05,860 --> 00:26:14,780
+بعد 103 epochs، فإذا باستخدام الـ
+
+352
+00:26:14,780 --> 00:26:15,540
+learning
+
+353
+00:26:19,170 --> 00:26:25,350
+rate أو الـ adaptive، adaptive
+
+354
+00:26:25,350 --> 00:26:31,950
+learning rate، وصل لقد إيش؟ 103، بعد 103، يعني
+
+355
+00:26:31,950 --> 00:26:35,350
+واضح إنه أقل من الـ classic، أصلا أقل من الـ classic
+
+356
+00:26:35,350 --> 00:26:39,110
+تمام، الآن لو استخدمنا الإثنين مع بعض، اللي هو الـ
+
+357
+00:26:39,110 --> 00:26:43,710
+momentum و الـ adaptive learning rate، فإذا adaptive
+
+358
+00:26:43,710 --> 00:26:47,750
+learning rate plus الـ momentum
+
+359
+00:26:52,590 --> 00:26:59,090
+الحقيقة، جديش طلعتنا؟ حلت إن الموضوع بعد 85 epoch، يعني
+
+360
+00:26:59,090 --> 00:27:04,330
+وصلنا تقريبا لثلث، لثلث الحالة الـ classic، فطبعا ثلث
+
+361
+00:27:04,330 --> 00:27:11,350
+عدد الخطوات، معناته بالمعنى الواضح ثلث الزمن، ثلث
+
+362
+00:27:11,350 --> 00:27:16,080
+الوقت اللي أنا محتاجه، الـ execution time. طيب، كويس،
+
+363
+00:27:16,080 --> 00:27:20,780
+هيك بنكون عملنا acceleration للموضوع، السؤال الآن و
+
+364
+00:27:20,780 --> 00:27:26,980
+اللي بدنا نجاوب عليه، هل الـ brain تبعنا بس بيفكر؟
+
+365
+00:27:26,980 --> 00:27:32,620
+فقط؟ الحقيقة لأ، في ميزة ثانية مهمة جدا، وهذه إحنا
+
+366
+00:27:32,620 --> 00:27:36,680
+بنقول في ناس عندهم ملكة التفكير، لكن بيحفظوش، و في
+
+367
+00:27:36,680 --> 00:27:40,400
+ناس في المقابل عندهم الحفظ. طيب، الـ neural network،
+
+368
+00:27:40,400 --> 00:27:44,740
+مدام هي عملتلنا محاكاة لـ brain، هل عندها القدرة
+
+369
+00:27:44,740 --> 00:27:48,580
+أن تعمل هذا الكلام؟ الحقيقة نعم، بنقدر نعمل هذا
+
+370
+00:27:48,580 --> 00:27:53,500
+الكلام، بس بدنا model آخر لـ neuron
+
+371
+00:27:54,320 --> 00:27:57,940
+أو الـ neural network بتاعتنا، اللي هي نكيفها أنها
+
+372
+00:27:57,940 --> 00:28:02,080
+تقدر تكون تعمل حفظ. ليش؟ لأن الإنسان ببساطة ممكن
+
+373
+00:28:02,080 --> 00:28:07,420
+يميز شخص بعرفه في بيئة جديدة عليه، في حدود زمنية
+
+374
+00:28:07,420 --> 00:28:11,060
+يعني في حدود maximum 200 millisecond، بقدر يميز
+
+375
+00:28:11,060 --> 00:28:14,340
+الشخص اللي قدامه، حتى لو في مكان هو غير مألوف
+
+376
+00:28:14,340 --> 00:28:18,560
+بالنسبة له، غير مألوف بالنسبة له، ممكن جدا الـ sense
+
+377
+00:28:18,560 --> 00:28:24,990
+تبعه يخليه يشمل أو يربط الصوت مع الصورة، مع المشهد
+
+378
+00:28:24,990 --> 00:28:29,490
+اللي حواليه، و بذاكرة معينة، فيظل متذكرهم بشكل
+
+379
+00:28:29,490 --> 00:28:34,990
+مستمر، حتى لدرجة إنه ممكن يشوف صاحبه و يسترجع هو
+
+380
+00:28:34,990 --> 00:28:38,870
+كيف أخر مرة شافه، فيقول له هيك حالك، شعرك، هيك مش
+
+381
+00:28:38,870 --> 00:28:42,870
+عارف، عمل كذا، ليش؟ بيسترجع الذاكرة السابقة عنده،
+
+382
+00:28:42,870 --> 00:28:46,350
+فمش بالضروري يشوفه بنفس الهيئة اللي كان مخزنها
+
+383
+00:28:46,350 --> 00:28:51,350
+سابقا عنده، لأ، هو بعمل عملية حفظ، بس حفظ بتصرف
+
+384
+00:28:51,350 --> 00:28:54,650
+يعني، خلينا نسميها مش حفظ تقليدي زي ما بيعمل
+
+385
+00:28:54,650 --> 00:28:59,370
+الكمبيوتر، أنه بيحفظ الصورة، إذا كان one pixel اختلفت
+
+386
+00:28:59,370 --> 00:29:02,930
+بيقول لأ، هذه مش مطابقة، هي مش مطابقة، القصة
+
+387
+00:29:02,930 --> 00:29:08,570
+أنه بدي أحفظها،
+
+445
+00:33:14,490 --> 00:33:18,770
+على جنب عشان لاحقا نطبقها على المثال ونتعلم بدل
+
+446
+00:33:18,770 --> 00:33:22,350
+ما نضيع وقتنا لوجت في شريحة وهي مش واضحة، نأخذ
+
+447
+00:33:22,350 --> 00:33:27,990
+المثال تبعها بكون أفضل، هتكون الـ W تساوي summation
+
+448
+00:33:27,990 --> 00:33:36,350
+من M بتساوي واحد to capital M لـ Y M
+
+449
+00:33:36,350 --> 00:33:43,810
+small في Y هي نفسها transpose ناقص M في الـ I مبدأيا
+
+450
+00:33:43,810 --> 00:33:49,570
+الـ M هذه هي عدد الـ states اللي أنا محتاج أحفظهم
+
+451
+00:33:49,570 --> 00:33:53,250
+يعني كم صورة محتاج أحفظ؟ اتنين، تلاتة، خمسة عشر،
+
+452
+00:33:53,250 --> 00:33:56,330
+عشرين، تلاتين، خمسين، كم صورة محتاج أحفظهم؟ فهذه هي
+
+453
+00:33:56,330 --> 00:33:59,510
+قيمة الـ M اللي هي number of states to be memorized
+
+454
+00:33:59,510 --> 00:34:06,460
+الـ I identity matrix كويسة، الـ
+
+455
+00:34:06,460 --> 00:34:10,560
+identity matrix كويسة، والـ Y هدول هم الـ vectors
+
+456
+00:34:10,560 --> 00:34:16,870
+تبعون الـ states اللي أنا بدي أحفظهم، الحالات اللي
+
+457
+00:34:16,870 --> 00:34:21,050
+أنا بدي أحفظها، عندي خمسة عشر، عشرين، جدع عندي م م
+
+458
+00:34:21,050 --> 00:34:25,650
+states، بجيب الـ state الأولى مضروبة في الـ transports
+
+459
+00:34:25,650 --> 00:34:28,750
+تبعها زائد الـ state الثانية مضروبة في الـ
+
+460
+00:34:28,750 --> 00:34:31,490
+transports تبعها، والثالثة في الـ transports تبعها
+
+461
+00:34:31,490 --> 00:34:36,150
+لما نصل للـ state م مضروبة في الـ transports تبعها
+
+462
+00:34:36,150 --> 00:34:42,310
+كله بنطرحه من الـ identity matrix مضروبة في M، تمام جداً،
+
+463
+00:34:42,310 --> 00:34:46,170
+هنأخذ مثال، المثال اللي إحنا شايفينه أمامنا، لو
+
+464
+00:34:46,170 --> 00:34:50,250
+أنا بدأت أعمل عملية حفظ لنقطتين من الـ .. من الـ ..
+
+465
+00:34:50,250 --> 00:34:56,890
+الـ cube هذا كامل على بعضه، بدأت أعمل حفظ لـ 1 1 1 و
+
+466
+00:34:56,890 --> 00:35:01,370
+minus one minus one minus one، بدأت أحفظهم، هدول
+
+467
+00:35:01,370 --> 00:35:06,260
+بدنا نعملهم شبكة تحفظهم، وكل ما أدخلهم يعطيني ..
+
+468
+00:35:06,260 --> 00:35:08,760
+أعمل matching لهم، بس طبعاً هيكون matching زي ما
+
+469
+00:35:08,760 --> 00:35:12,820
+قلنا، مستطابق كامل .. مستطابق كامل، بمعنى أنه لو صار
+
+470
+00:35:12,820 --> 00:35:16,020
+تغيير يقدر يسترجع لي واحدة منهم .. يقدر يسترجع
+
+471
+00:35:16,020 --> 00:35:20,060
+واحدة منهم، وعشان نعمل هذا الكلام بدنا نحدد الـ
+
+472
+00:35:20,060 --> 00:35:23,620
+states بتاعتنا، الـ states هي 1 1 1 و minus one minus
+
+473
+00:35:23,620 --> 00:35:27,840
+one minus one، تمام، والـ transpose تبعتهم بدل ما هم
+
+474
+00:35:27,840 --> 00:35:33,960
+vector one column بيصير one row بهذا الشكل، مافيش
+
+475
+00:35:33,960 --> 00:35:37,060
+فيه كتير مشكلة، هدول بدنا نحفظهم، عشان نحفظهم هنطبق
+
+476
+00:35:37,060 --> 00:35:41,720
+المعادلة اللي عندنا، هي اضرب y واحد في الـ transpose
+
+477
+00:35:41,720 --> 00:35:46,590
+تبعته زائد y اتنين في الـ transpose تبعته، في جد يا شيخ!
+
+478
+00:35:46,590 --> 00:35:49,850
+في الـ identity مضروبة في اتنين، هاي الـ identity
+
+479
+00:35:49,850 --> 00:35:55,490
+مضروبة في اتنين، طلع
+
+480
+00:35:55,490 --> 00:36:03,680
+هذا الـ term، طيب لاحظوا الـ zeros اللي هنا، الـ zeros
+
+481
+00:36:03,680 --> 00:36:07,020
+اللي هنا معناته إنه كل state ما بترجعش لنفسها، وهذا
+
+482
+00:36:07,020 --> 00:36:10,940
+قلناه وشرحناه في الشبكة، على الشبكة نفسها، إن كل
+
+483
+00:36:10,940 --> 00:36:14,520
+node ما بترجعش لنفسها، فمعنى ذلك إنه واحد لو واحد
+
+484
+00:36:14,520 --> 00:36:18,860
+ما بترجعش صفر، لكن لاتنين وتلاتة، اه بتعطي اتنين و
+
+485
+00:36:18,860 --> 00:36:21,920
+تلاتة، وهنا نفس الكلام، اتنين بتعطي لو واحد، تلاتة
+
+486
+00:36:21,920 --> 00:36:25,060
+بتعطي لو واحد، بس اتنين ما بتعطيش لاتنين، فهذه هي وجهة
+
+487
+00:36:25,060 --> 00:36:29,240
+نظرية الـ weights، قيمة الـ weights تبعتنا، عشان نجي
+
+488
+00:36:29,240 --> 00:36:36,000
+نجرب عليها، هتجرب مثلاً واحد واحد واحد، هاي واحد واحد واحد
+
+489
+00:36:36,000 --> 00:36:39,580
+نضرب فيه، لاحظوا جداً كيف جبنا الـ weights، هو واحدة
+
+490
+00:36:39,580 --> 00:36:44,040
+بس، خلاص، عملية ضرب واحدة خلصت، انتهى، تمام، فبنقدر
+
+491
+00:36:44,040 --> 00:36:47,880
+نقول إنه الـ .. الـ theta ممكن طبعاً نجرب theta، لكن
+
+492
+00:36:47,880 --> 00:36:51,040
+الـ theta هنا عندنا بصفر، في الـ Hopfield بيفضلوا
+
+493
+00:36:51,040 --> 00:36:55,480
+دايماً يستخدموها بدون theta، فبيطلع برضه واحد واحد واحد
+
+494
+00:36:55,480 --> 00:36:57,960
+minus one minus one minus one، برضه minus one minus
+
+495
+00:36:57,960 --> 00:37:02,080
+one، طيب، وباقي القيم، ما هو مش كل الـ .. الـ cube طلع
+
+496
+00:37:02,080 --> 00:37:04,840
+الـ .. الـ corners بتاعة الـ cube كانت القمتين هدول
+
+497
+00:37:04,840 --> 00:37:09,820
+بس، لأ، هنجد إنه كل الباقي، الـ others، كل واحدة من
+
+498
+00:37:09,820 --> 00:37:13,400
+الـ two models أو الـ states هدول، هتجرّ حواليها
+
+499
+00:37:13,400 --> 00:37:17,900
+اللي أقرب لها، أو هتعرف اللي أقرب لها، وهدول الاتنين
+
+500
+00:37:17,900 --> 00:37:22,900
+نفسهما، هنسميهم الـ fundamental memories،
+
+501
+00:37:22,900 --> 00:37:28,340
+اللي هما الأساسيين، هدول الـ two states الأساسية، الـ
+
+502
+00:37:28,340 --> 00:37:30,980
+fundamentals، فهنلاقي إن أول fundamental memory
+
+503
+00:37:30,980 --> 00:37:34,800
+اللي هو 1 1 1 هيجرّ له مين؟ هيجرّ له
+
+504
+00:37:34,800 --> 00:37:47,100
+(-1 -1 -1)
+
+505
+00:37:48,300 --> 00:37:54,180
+هنجد حيأخذنا واحد واحد واحد، على اعتبار إنه هنشتغل
+
+506
+00:37:54,180 --> 00:37:59,640
+على .. وهذه بتأخذوا بالكم منها، الـ activation
+
+507
+00:37:59,640 --> 00:38:03,280
+function هذه، هذه هي اللي هتتحولها مباشرة لواحد
+
+508
+00:38:03,280 --> 00:38:05,900
+واحد واحد، اشتغلوا على activation function هذه
+
+509
+00:38:05,900 --> 00:38:12,970
+هتجدوا إنه لو جربنا minus one one one هتروح واحد
+
+510
+00:38:12,970 --> 00:38:17,210
+واحد واحد، لو one minus one one أو one one minus
+
+511
+00:38:17,210 --> 00:38:19,790
+one هتروح لواحد واحد واحد، ليش؟ لأنه هنجد إن في
+
+512
+00:38:19,790 --> 00:38:22,930
+اتنين matching، واحد بس اللي اختلف هنا، اتنين
+
+513
+00:38:22,930 --> 00:38:24,690
+matching، واحد اللي اختلف هنا، اتنين matching، واحد
+
+514
+00:38:24,690 --> 00:38:27,890
+اللي اختلف، في المقابل، الباقيين اللي معظمهم فيهم
+
+515
+00:38:27,890 --> 00:38:32,480
+negatives هيروحوا مع السالب one، سالب one، سالب one، كـ
+
+516
+00:38:32,480 --> 00:38:35,540
+Fundamental Memory، فهنلاقي إن الـ Fundamental Memory
+
+517
+00:38:35,540 --> 00:38:40,080
+سالب 1 سالب 1 سالب 1، لو دخلنا لهم للماتريكس، للماتريكس
+
+518
+00:38:40,080 --> 00:38:45,760
+اللي ضربنا فيها، minus 1 minus 1 1، هيرجع لمين؟ minus
+
+519
+00:38:45,760 --> 00:38:50,260
+1 minus 1 minus 1، ليش هيرجعهم؟ لأن أنا من الأول
+
+520
+00:38:50,260 --> 00:38:54,620
+ضربت على الاتنين هدول بس، يعني أنا قلت له خد بالك
+
+521
+00:38:54,620 --> 00:39:01,270
+هذا أحمر وهذا أسود، للولد الصغير اللي لسه يدوب و
+
+522
+00:39:01,270 --> 00:39:04,930
+بيعرفش إيش يعني ألوان، قلت له هذا أحمر وهذا أسود،
+
+523
+00:39:04,930 --> 00:39:10,010
+بس، هيروح على البيت، هيقول له إيش اللون هذا؟
+
+524
+00:39:10,010 --> 00:39:13,890
+هيقول له إيش؟ مش بعرف، الأزرق، هيقول له أسود، مش
+
+525
+00:39:13,890 --> 00:39:16,850
+هيك؟ هذا اللي بالتيم، إحنا فعلياً هنا، المثال إيش
+
+526
+00:39:16,850 --> 00:39:19,690
+اللي صار؟ أنا عرّفته فقط على الواحد، واحد، واحد، و
+
+527
+00:39:19,690 --> 00:39:23,670
+سالب واحد، سالب واحد، سالب واحد، بس، أي قيمة ثانية
+
+528
+00:39:23,670 --> 00:39:27,390
+هتيجي تحطها يا هنا يا هنا، على الأقرب، فهنا كل مكان
+
+529
+00:39:27,390 --> 00:39:32,130
+الـ Hopfield بالنسبة له error correction أقل، فبيعمل
+
+530
+00:39:32,130 --> 00:39:35,610
+بيوديها معاها، طيب، من التطبيقات المهمة، الحقيقة، أنه
+
+531
+00:39:35,610 --> 00:39:39,030
+الـ Hopfield بيوديني للـ error correction network
+
+532
+00:39:39,030 --> 00:39:42,650
+بشكل سريع وبشكل مناسب، فبيعمل عملية correction
+
+533
+00:39:42,650 --> 00:39:47,890
+لكثير معادلة، إنه ممكن أنا أعرف المعادلة هذه وبعض
+
+534
+00:39:47,890 --> 00:39:53,170
+نتائجها، لو دخلنا قيمة وطلع error، هو بيقدر يرجع
+
+535
+00:39:53,170 --> 00:39:55,450
+لواحدة من الحالات اللي عنده، وكتير ممكن تستخدم هذه
+
+536
+00:39:55,450 --> 00:40:00,550
+في الـ transmission لخطوط الاتصالات، تمام، الجدع الآن،
+
+537
+00:40:00,550 --> 00:40:03,770
+الـ capacity، يعني أنا كم عدد الـ states اللي بقدر
+
+538
+00:40:03,770 --> 00:40:06,630
+أخزنها على الـ Hopfield، الحقيقة جليلة هي limited
+
+539
+00:40:06,630 --> 00:40:11,530
+وهذه أحد المشاكل، إن هي جليلة، الحالة اللي عندنا هذه
+
+540
+00:40:11,530 --> 00:40:16,310
+بتعتمد بشكل كبير على مجموعة الـ states نفسها، أو الـ
+
+541
+00:40:16,310 --> 00:40:20,550
+inputs تبعتنا، كم عددهم؟ لو عندي واحد، اتنين، تلاتة،
+
+542
+00:40:20,550 --> 00:40:24,940
+أربعة، maximum N، الحالة اللي كنا شغالين عليها، تلاتة
+
+543
+00:40:24,940 --> 00:40:29,440
+كانوا عندنا تلاتة، الحقيقة، فهنا الـ M maximum
+
+544
+00:40:31,970 --> 00:40:38,870
+الـ M maximum هتكون بالنسبة لنا عدد الـ neurons في
+
+545
+00:40:38,870 --> 00:40:41,470
+الـ network، واللي زي ما قلنا توّ كانوا عددهم
+
+546
+00:40:41,470 --> 00:40:44,910
+التلاتة، اه مظبوط، تلاتة، فبقدر أقول إن الـ maximum
+
+547
+00:40:44,910 --> 00:40:51,270
+ لعدد الحالات اللي ممكن تحفظها هي 0.15 في قيمة الـ
+
+548
+00:40:51,270 --> 00:40:55,190
+N، فطبعاً قيمة كتير صغيرة، قيمة كتير صغيرة، وهنأخذ
+
+549
+00:40:55,190 --> 00:41:01,040
+بالنا، وننهي بالـ model الأخير هذا، إن هذه اللي فاتت
+
+550
+00:41:01,040 --> 00:41:03,960
+كان اسمها Auto Associative، Auto Associative، إيش
+
+551
+00:41:03,960 --> 00:41:07,740
+يعني؟ يعني الارتباط الذاتي، بمعنى إنه هو بيعمل
+
+552
+00:41:07,740 --> 00:41:13,240
+ارتباط للصورة مع نفسها، زي Retrieval، هيك حاجة، بعمل
+
+553
+00:41:13,240 --> 00:41:16,340
+صورة مع نفسها، بطبقها مع نفسها، بطبقها مش مع إيش
+
+554
+00:41:16,340 --> 00:41:19,760
+ثاني، في المقابل، في حاجة اسمها bidirectional
+
+555
+00:41:19,760 --> 00:41:22,880
+associative memory، bidirectional، إيش يعني؟ يعني
+
+556
+00:41:22,880 --> 00:41:25,860
+الاتجاهين، ثنائية الاتجاه، إيش يعني برضه؟ كمان
+
+557
+00:41:25,860 --> 00:41:33,680
+مرة، يعني، هقول زي مثلاً، نقول والله إن في واحد
+
+558
+00:41:33,680 --> 00:41:38,670
+صوته مع صورته، وعملنا لهم matching، اتعرفت عليه جديد، و
+
+559
+00:41:38,670 --> 00:41:42,850
+ربطت صوته، وكان صوته مميز وصورته مميزة بالنسبة لك
+
+560
+00:41:42,850 --> 00:41:48,050
+فأنت كل ما تشوف وجهه تتذكر صوته، طيب، في المقابل كل
+
+561
+00:41:48,050 --> 00:41:52,790
+ما بتسمع صوته تتذكر وجهه، بمعنى صارت bidirectional
+
+562
+00:41:52,790 --> 00:41:56,630
+من الـ input بتتذكر الـ output، طب لو اجا الـ output
+
+563
+00:41:56,630 --> 00:42:00,820
+هتتذكر منه الـ input، هتعمل recalling للـ input، فواحد
+
+564
+00:42:00,820 --> 00:42:03,940
+منهم بيستدعي الآخر، عشان هي اسمها bidirectional
+
+565
+00:42:03,940 --> 00:42:07,760
+associative، أو الارتباط في ثنائية الاتجاه، الـ
+
+566
+00:42:07,760 --> 00:42:11,820
+auto associative اللي كانت مثال لها الـ Hop
+
+567
+00:42:11,820 --> 00:42:14,660
+field هي للصورة مع نفسها، أما في الـ bidirectional
+
+568
+00:42:14,660 --> 00:42:17,860
+أو الـ BAM، الـ BAM لأ، مش ضروري الـ input هو نفس الـ
+
+569
+00:42:17,860 --> 00:42:20,420
+output، مش ضروري input نفس الـ output، وهذه الحقيقة
+
+570
+00:42:20,420 --> 00:42:23,200
+بنشوفها في أمثلة كتيرة، يمكن لو قرأتوا الـ slide
+
+571
+00:42:23,200 --> 00:42:26,700
+هتلاقيه إنه بيتكلم هنا عن حالة أنه لو أنت نسيت مثلاً
+
+572
+00:42:27,530 --> 00:42:31,130
+الـ umbrella تبعتك، نسيت الشمسية تبعتك، أول حاجة
+
+573
+00:42:31,130 --> 00:42:35,150
+هتقعد تتفكر فيها، تستدعي أنت أين آخر مرة شفتها،
+
+574
+00:42:35,150 --> 00:42:38,150
+وبعدين استدعاك لأين آخر مرة شفتها، بدك تستدعي أن
+
+575
+00:42:38,150 --> 00:42:41,790
+أنت مع مين اتكلمت، فأنت لاحظ حاجات اتذكرتها نتيجة
+
+576
+00:42:41,790 --> 00:42:46,180
+شغل معينة، ارتبطوا ببعض، وهم مش نفس الشيء، أنت مش
+
+577
+00:42:46,180 --> 00:42:49,520
+بتربط الشغلة مع نفسها، أنت بتربط الشغلة مع other
+
+578
+00:42:49,520 --> 00:42:53,480
+objects، مع أشياء أخرى، مع أشياء أخرى، عندما تنجح
+
+579
+00:42:53,480 --> 00:42:56,920
+في تذكر الشغلة اللي أنت بدك إياها، الهدف منها عشان
+
+580
+00:42:56,920 --> 00:43:00,200
+تنجح، الوسيلة اللي أنت استخدمتها هي عملية association
+
+581
+00:43:00,200 --> 00:43:04,770
+فعلياً association، فهي هذه الـ BAM اللي بنعملها،
+
+582
+00:43:04,770 --> 00:43:08,610
+بيكون فيه عنده set اسمها A وset اسمها B، وبدنا
+
+583
+00:43:08,610 --> 00:43:11,770
+نعمل matching between them، الـ set A هذه مثلاً تكون
+
+584
+00:43:11,770 --> 00:43:17,790
+عبارة عن مكونات الصوت، فرضا، الـ set B هي الـ inputs
+
+585
+00:43:17,790 --> 00:43:21,290
+تبعت الصورة، صورتي، وبدنا نعمل matching بينهم، إن
+
+586
+00:43:21,290 --> 00:43:25,350
+كل ما تجيني الصورة هذه أتذكر الصوت، حتى لو ما
+
+587
+00:43:25,350 --> 00:43:29,280
+اتكلمش، وكل ما يجيني هذا الصوت أتذكر صورته، بيصير
+
+588
+00:43:29,280 --> 00:43:32,140
+معنى كتير لما تيجي تتكلم وتسمع صوت صاحبك على
+
+589
+00:43:32,140 --> 00:43:36,160
+طول تستذكر شكله، اللي هو طبعاً آخر مرة كنت شايفه فيه
+
+590
+00:43:36,160 --> 00:43:39,560
+تمام، فعشان هيك هدى بنسميها bidirectional، بمعنى أن
+
+591
+00:43:39,560 --> 00:43:44,550
+أنت ممكن يكون عندك two sets، واحد input، واحد output،
+
+592
+00:43:44,550 --> 00:43:48,410
+وبتربطهم في بعض، عملية ربط، فـ bidirectional ممكن تكون
+
+593
+00:43:48,410 --> 00:43:52,310
+من الـ input تأخذ الـ input وأنت تنتج له الـ output
+
+594
+00:43:52,310 --> 00:43:57,270
+كشبكة، أو لأ، يجيك الـ output وأنت تنتج له الـ input،
+
+595
+00:43:57,270 --> 00:43:59,550
+فهذه الـ forward direction، وهذه الـ backward
+
+596
+00:43:59,550 --> 00:44:02,410
+direction، من الـ output للـ input، الـ forward من الـ
+
+597
+00:44:02,410 --> 00:44:03,730
+input للـ output
+
+598
+00:44:05,930 --> 00:44:10,050
+فهذا هو الـ basic الحقيقة behavior، إن هي بتخزن الـ
+
+599
+00:44:10,050 --> 00:44:19,350
+pattern pairs، أو أزواج من النماذج، واحدة من الـ set
+
+600
+00:44:19,350 --> 00:44:25,810
+A، واحدة من الـ set B، برضه معادلة الـ matrix ساعتها
+
+601
+00:44:25,810 --> 00:44:29,650
+مش أسهل منها، مجرد إنه بيعمل matching، بضرب الـ X الـ
+
+602
+00:44:29,650 --> 00:44:33,660
+input مع الـ matching تبعه من الـ output، وبنجمعه،
+
+603
+00:44:33,660 --> 00:44:37,140
+بتطلع لي matrix، خلصت، هي هذه الـ matrix، هي هذه ..
+
+604
+00:44:37,140 --> 00:44:41,860
+عفواً، قيمة الـ weights المطلوبة، لا الشبكة، هتشوف
+
+605
+00:44:41,860 --> 00:44:46,930
+مثال وننهي فيه شغلنا، لو بدنا نعمل matching بين X
+
+606
+00:44:46,930 --> 00:44:51,050
+واحد وY واحد، هدول الاتنين بدنا إياهم matching مع بعض،
+
+607
+00:44:51,050 --> 00:44:54,750
+لما أعطيك هذا أعطيني هذا، والعكس صحيح، لما أعطيك
+
+608
+00:44:54,750 --> 00:44:58,470
+هذا تعطيني هذا، X اتنين مع Y اتنين بدنا نعملهم
+
+609
+00:44:58,470 --> 00:45:01,310
+matching، بدنا نعملهم عفواً association، association
+
+610
+00:45:01,310 --> 00:45:05,870
+تلاتة مع Y تلاتة، association، أربعة مع أربعة
+
+611
+00:45:05,870 --> 00:45:09,850
+association،
+
+667
+00:48:58,820 --> 00:49:02,200
+بنكون عملنا عملية memorization باستخدام الـ BAM
+
+668
+00:49:02,200 --> 00:49:06,300
+مناسب جدا ومهم جدا أن تبتدئوا تتذكرون إيش الفرق بين الـ
+
+669
+00:49:06,300 --> 00:49:10,940
+auto associative hub field وبين الـ BAM اللي هي
+
+670
+00:49:10,940 --> 00:49:14,660
+bidirectional association اللي هي بيكون الـ input
+
+671
+00:49:14,660 --> 00:49:18,680
+والـ output مختلفين عن بعض، ولكن بدنا نعملهم تربيط
+
+672
+00:49:18,680 --> 00:49:21,280
+لو شفت الـ input أعرف الـ output، لو شفت الـ output
+
+673
+00:49:21,280 --> 00:49:27,090
+أعرف الـ input.  ميزة الـ stability هي الحقيقة البارزة
+
+674
+00:49:27,090 --> 00:49:29,770
+ممكن أكثر stability لأنه unconditionally stable
+
+675
+00:49:29,770 --> 00:49:34,630
+مافيش شروط كتيرة على عملية الـ stability، أنا بعملش
+
+676
+00:49:34,630 --> 00:49:39,370
+ذاكرة للشغلة مع نفسها، هي ممكن يكون two vectors مع
+
+677
+00:49:39,370 --> 00:49:42,990
+بعضهم، فهذا بيعني أن الـ situation ممكن تتدرب بدون
+
+678
+00:49:42,990 --> 00:49:49,050
+risk، أو risk of instability. مافي أي risk تبع
+
+679
+00:49:49,050 --> 00:49:52,450
+أنّه والله ممكن يكون في unstability، وناخد بالنا
+
+680
+00:49:52,450 --> 00:49:56,130
+أنه قد إيش الـ capacity تبعتنا، وقد إيش الموضوع ده كله،
+
+681
+00:49:56,130 --> 00:49:59,050
+ليش؟ لأنّي أنا عندي input و output بعملهم
+
+682
+00:49:59,050 --> 00:50:02,470
+association، لا أكثر ولا أقل. تلاحظون أنه في عملية
+
+683
+00:50:02,470 --> 00:50:06,510
+الـ memorization احنا سمنّاها supervised، صح؟ رغم أن
+
+684
+00:50:06,510 --> 00:50:08,410
+أنا ماكنتش عارف الـ output، لأ أنا فعلياً عارف الـ
+
+685
+00:50:08,410 --> 00:50:12,460
+output. أنا بيعطيني input وعارف إيش الـ output وبدي
+
+686
+00:50:12,460 --> 00:50:15,260
+أحسب الـ weight اللي في النص، والـ weight ده بنحسبه
+
+687
+00:50:15,260 --> 00:50:19,280
+بتعيين قيمته، كيف عيناه؟ حل جبنا قيمة W ما اضطرّتش أجي
+
+688
+00:50:19,280 --> 00:50:24,210
+وأعمل training لـ W. فمعنى ذلك هذه supervised بتيجي
+
+689
+00:50:24,210 --> 00:50:27,410
+مع الـ supervised، أنا بيعطيني input output، عرفهم
+
+690
+00:50:27,410 --> 00:50:30,290
+مسبقاً، بدنا نعمل association، فأنا عارفهم مسبقاً
+
+691
+00:50:30,290 --> 00:50:36,710
+عشان هيك هذه جاءت مع .. مع مين؟ مع الـ supervised
+
+692
+00:50:36,710 --> 00:50:40,710
+learning. أخر شغلة، ممكن أحياناً في بعض الحالات يمكن
+
+693
+00:50:40,710 --> 00:50:45,850
+بعض المشاكل اللي بتكون شوية صعبة، ممكن تصير
+
+694
+00:50:45,850 --> 00:50:48,550
+incorrect convergence .. incorrect convergence
+
+695
+00:50:48,550 --> 00:50:52,810
+يعني تتفاجئون أن والله، خصوصاً طبعاً إذا كان مش حالة
+
+696
+00:50:52,810 --> 00:50:57,130
+من الحالات اللي عندك، والحالة هي مشوشة ما بين
+
+697
+00:50:57,130 --> 00:51:00,750
+مجموعة حالات states من الأربعة states، زي المثال
+
+698
+00:51:00,750 --> 00:51:04,610
+اللي أخذناه، وجينا إن واحدة state عملنا لها test، هي مش
+
+699
+00:51:04,610 --> 00:51:08,350
+ولا واحدة .. هي ولا واحدة منهم، وخليني أقول قريبة
+
+700
+00:51:08,350 --> 00:51:13,160
+من إثنتين منهم، أو بعيدة عنهم كلهم، غالباً نتوقع أنه
+
+701
+00:51:13,160 --> 00:51:18,040
+ممكن يصير incorrect conversions، بيظل محتار بين
+
+702
+00:51:18,040 --> 00:51:20,920
+إثنتين، تلاتة، أو مش عارف يعمل conversions لواحدة
+
+703
+00:51:20,920 --> 00:51:26,340
+منهم. بذلك بنكون أعزّاء الطلبة، خلّصنا جزئية الـ
+
+704
+00:51:26,340 --> 00:51:29,720
+Artificial Neural Network، جزئية أو الـ part اللي
+
+705
+00:51:29,720 --> 00:51:32,340
+خاص بـ الـ supervised learning. المرة القادمة إن
+
+706
+00:51:32,340 --> 00:51:35,240
+شاء الله تعالى، بنتكلم في الجزئية الثانية، طبعاً أصغر
+
+707
+00:51:35,240 --> 00:51:37,760
+وأخف إن شاء الله تعالى، اللي هي الـ unsupervised، الـ
+
+708
+00:51:37,760 --> 00:51:40,680
+supervised لأنّه هي المهمة، إذا إتعلمت supervised
+
+709
+00:51:40,680 --> 00:51:43,940
+فأنت إتعلمت الـ neural network. بذلك بنخليكم للمرة
+
+710
+00:51:43,940 --> 00:51:47,360
+القادمة نتابع الـ unsupervised. يعطيكم العافية و
+
+711
+00:51:47,360 --> 00:51:47,660
+بركة الله
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/ZkUjWH5b_Ic_postprocess.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/ZkUjWH5b_Ic_postprocess.srt
new file mode 100644
index 0000000000000000000000000000000000000000..4f2bb6b1013491caa3bdffa94e8e85f13304e1c1
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/ZkUjWH5b_Ic_postprocess.srt
@@ -0,0 +1,2844 @@
+1
+00:00:04,990 --> 00:00:10,150
+بسم الله الرحمن الرحيم نستكمل ما تحدثنا عنه سابقا
+
+2
+00:00:10,150 --> 00:00:13,650
+هو ال back propagation ناخد اليوم مثال عنها المثال
+
+3
+00:00:13,650 --> 00:00:16,390
+بكل بساطة هي المشكلة اللي ماقدرتش ال perceptron
+
+4
+00:00:16,390 --> 00:00:22,430
+تحلها الشيا ال XORالموديل تبعنا بهذا الشكل هي
+
+5
+00:00:22,430 --> 00:00:25,550
+multi-layer صار في عندي one hidden layer عندي
+
+6
+00:00:25,550 --> 00:00:31,210
+input hidden layer and output وحنحط كل ال weights
+
+7
+00:00:31,210 --> 00:00:35,270
+تبعتنا برضه بنعملها random في البداية ليش اتنين
+
+8
+00:00:35,270 --> 00:00:40,850
+input لأنه أنا بتكلم عن ال binary input 00100111
+
+9
+00:00:40,850 --> 00:00:45,670
+لكن بدنا ال output إيش يمثل ال XOR يمثل XORهنيجي
+
+10
+00:00:45,670 --> 00:00:49,730
+نحط بهذا الشكل عندي نود أولى نود تانية أو نود أو
+
+11
+00:00:49,730 --> 00:00:54,850
+نيورون طبعا نيورون تالتة رابعة خمسةهنا في بينهم
+
+12
+00:00:54,850 --> 00:00:58,470
+weight فهو اللي بين واحد و تلاتة بين واحد و تلاتة
+
+13
+00:00:58,470 --> 00:01:01,610
+بين اتنين و تلاتة and so on و هكذا هدول كلهم
+
+14
+00:01:01,610 --> 00:01:03,990
+بنحطهم randomly طبعا احنا عارفين ان في عندي theta
+
+15
+00:01:03,990 --> 00:01:07,490
+هيكون في عندي theta لتلاتة و theta لاربع و في
+
+16
+00:01:07,490 --> 00:01:09,970
+theta لخمسة او three short لان هذه activation
+
+17
+00:01:09,970 --> 00:01:14,730
+function سيجمويد تمام نبدأ نشتغل عليها بحيث انه
+
+18
+00:01:14,730 --> 00:01:17,370
+نشتغل عليها كالتالي نقول في عندي سيجمويد و
+
+19
+00:01:17,370 --> 00:01:23,690
+السيجمويد هاديثريشالد لها ثيتا هتكون برضه بدنا
+
+20
+00:01:23,690 --> 00:01:30,050
+نشتغلها ان هي يعني قيمة متغيرة خلينا نقول فهنعملها
+
+21
+00:01:30,050 --> 00:01:33,410
+adaptation على اعتبار ان ثيتا هتكون هنا كقيمة
+
+22
+00:01:33,410 --> 00:01:37,650
+minus one لكن ك weight بدنا نخليها weight بدنا
+
+23
+00:01:37,650 --> 00:01:41,110
+نخليها قيمة ال weight بتاعتها و هنحط كل القيم هذه
+
+24
+00:01:41,110 --> 00:01:44,790
+randomlyإيش يعني؟ يعني هدخل على الحسوب أقول له
+
+25
+00:01:44,790 --> 00:01:50,310
+اعملي بشكل عشوائي قيمة قيم ل W 1 3 اعطاني نص قيمة
+
+26
+00:01:50,310 --> 00:01:55,250
+ل W 1 4 اعطاني 0.9 قيمة ل W 2 3 اعطاني 0.4 طبعا
+
+27
+00:01:55,250 --> 00:01:59,090
+تاخدوا بالكوا ان هذه القيم بناء على المعادلة
+
+28
+00:01:59,090 --> 00:02:04,960
+بتاعتنا اللي هي اعطيني قيمةعشوائية من minus 2.4
+
+29
+00:02:04,960 --> 00:02:08,640
+على F1 اللي هي اتنين هنا هنا عندنا اتنين لأنه عندي
+
+30
+00:02:08,640 --> 00:02:12,120
+two inputs two inputs وهذا اللي بعلّلنا ليش في
+
+31
+00:02:12,120 --> 00:02:14,800
+عندي اي W اربعة واحد طالعة واحد فاصلة واحد يعني
+
+32
+00:02:14,800 --> 00:02:18,340
+اكبر من الواحد لأنه اتنين فاصلة اربعة على اتنين
+
+33
+00:02:18,340 --> 00:02:23,180
+فانا عندي هامش اتحرك من اكتر من واحد negative
+
+34
+00:02:23,180 --> 00:02:26,920
+لأكتر من واحد positive فطلع لنا القيم اللي انتوا
+
+35
+00:02:26,920 --> 00:02:30,750
+شايفينها في ال slides اللي قدامكمفماكنش فيه مشكلة
+
+36
+00:02:30,750 --> 00:02:33,030
+هذه مابقدر اتكلم عنها كتير لأنه راندوملي طلعت
+
+37
+00:02:33,030 --> 00:02:36,770
+راندوملي هنتكلم عن عملية ال activation بعد ذلك ففي
+
+38
+00:02:36,770 --> 00:02:40,870
+عملية ال activation ال W ها دي هنبدأ نضربها في ال
+
+39
+00:02:40,870 --> 00:02:45,050
+inputs هبدأ أدخل ال inputs تبعته واحد واحد طيب
+
+40
+00:02:45,050 --> 00:02:49,220
+واحد واحد جديش المفروض ال output تبعهم ك XORصفر
+
+41
+00:02:49,220 --> 00:02:55,420
+واحد واحد بيطلع صفر تمام هنبدأ y تلاتة هتكون w اي
+
+42
+00:02:55,420 --> 00:02:58,200
+عفوا x واحد مضروبة في w واحد تلاتة زائد x اتنية
+
+43
+00:02:58,200 --> 00:03:02,220
+مضروبة في w اتنين تلاتة ناقص ثيتا تلاتة كل هذا
+
+44
+00:03:02,220 --> 00:03:06,440
+اعمل لهم summation جمعنا ال term اللي بنجمع هنا
+
+45
+00:03:07,290 --> 00:03:12,530
+بنعمله واحد على واحد plus exponential minus ال
+
+46
+00:03:12,530 --> 00:03:15,790
+term هذا او القيمة هذه ليش لأن هذه معادلة السجمهية
+
+47
+00:03:15,790 --> 00:03:20,930
+هي واحد على مجموع واحد زاد exponential minus هاي
+
+48
+00:03:20,930 --> 00:03:26,890
+المجموع اللي هي x واحد قيمتها واحد مضروبة في 0.5
+
+49
+00:03:26,890 --> 00:03:31,670
+اللي هي واحد تلاتة اربعة واحد تلاتة w واحد تلاتة
+
+50
+00:03:32,270 --> 00:03:39,970
+plus 1 X 2 مضروبة في W2 3 O.4 ناقص θ 3 برضه كان
+
+51
+00:03:39,970 --> 00:03:46,390
+يعطينا قيمة θ 3 O.8 نجمع و بنحل المعادلة عشان يطلع
+
+52
+00:03:46,390 --> 00:03:54,140
+القيمة ال node رقم 3 عبارة عن O.525كويس طبعا و
+
+53
+00:03:54,140 --> 00:03:58,240
+انتوا بتحلوا معنى هذا الموضوع تكونوا على جنب يعني
+
+54
+00:03:58,240 --> 00:04:02,320
+متابعين معايا تكونوا رسمين على جنب الرسمة دي عشان
+
+55
+00:04:02,320 --> 00:04:05,840
+نتابعوا بس مع بعض و تكون أسهل تتسروا على حالكوا
+
+56
+00:04:05,840 --> 00:04:11,260
+عملية الفهم تمام فتتأكدوا ان كل المعادلات مظبوطة
+
+57
+00:04:11,260 --> 00:04:15,140
+بتحسب بعدين ل Y4 نفس القالية تماما عشان نطلع
+
+58
+00:04:15,140 --> 00:04:22,490
+قيمتها 0.88أو 88 تمام خلصنا الآن قيمة y3 و y4 عشان
+
+59
+00:04:22,490 --> 00:04:27,330
+نضربهم في مين في ال W's اللي بين 3 و 5 و 4 و 5
+
+60
+00:04:27,330 --> 00:04:33,430
+فحنقول y3 مضروبة في w3 5 plus y4 مضروبة في w4 5
+
+61
+00:04:33,430 --> 00:04:40,230
+ناقص θ5 كل هدولكمجموع applied عليه مين بنطبق عليه
+
+62
+00:04:40,230 --> 00:04:46,630
+معادلة الـSigmoid عشان نطلع عندي 0.5097 فطلعنا
+
+63
+00:04:46,630 --> 00:04:50,330
+قيمة ال output هذه .. هذه قيمة output طيب واحد و
+
+64
+00:04:50,330 --> 00:04:54,990
+واحد ايش لازم يقولنا ال output تبعهم؟ Zero فإذا
+
+65
+00:04:54,990 --> 00:04:58,770
+Zero ناقص ال term اللي طلع عند ال 0.5 فمعنى ذلك ان
+
+66
+00:04:58,770 --> 00:05:03,670
+قيمة ال error minus 0.5 minus 0.5 قيمة ال term هذا
+
+67
+00:05:05,170 --> 00:05:08,150
+هنضربه اللي هي قيمة الارور صارت هنضربه في ال
+
+68
+00:05:08,150 --> 00:05:11,050
+derivative السيجمويد فال derivative السيجمويد
+
+69
+00:05:11,050 --> 00:05:16,870
+بيساوي عبارة عن قيمة ال Y مضروب في واحد ناقص قيمة
+
+70
+00:05:16,870 --> 00:05:23,130
+ال Y هي قيمة ال Y كانت 0.50.097 مضربة في واحد ناقص
+
+71
+00:05:23,130 --> 00:05:29,250
+0.5097 فهذه تمثل قيمة ال derivative حقيقة أصبحت
+
+72
+00:05:29,250 --> 00:05:35,490
+مضربة في قيمة ال error خلاص هيجبنا قيمة Delta 5
+
+73
+00:05:35,490 --> 00:05:39,710
+Delta 5 انتهى الكلام من خلالها و بتطبيق المعادلة
+
+74
+00:05:39,710 --> 00:05:41,950
+السابقة اللي خاصة بال algorithm تبع ال back
+
+75
+00:05:41,950 --> 00:05:47,050
+propagation algorithmبنقدر نحصل منها على Δ W 3 5
+
+76
+00:05:47,050 --> 00:05:51,910
+دلتا، لحظة اللي هو معدل التغير اللي لازم يحدث
+
+77
+00:05:51,910 --> 00:05:56,250
+لقيمة الـ W كويس، بعدين حسبنا للـ W، الدلتا برضه
+
+78
+00:05:56,250 --> 00:06:02,990
+للـ W 4 5 ثم لثيتا، الدلتا لثيتا 5 هذه كيف نعملها
+
+79
+00:06:02,990 --> 00:06:07,690
+معروفة جدا، دلتا 5 مش مشكلة هي قيمة الـ error
+
+80
+00:06:07,690 --> 00:06:12,410
+الحقيقة ال input تبعها مش هيكون Y3 أو Y4، هيكون
+
+81
+00:06:12,410 --> 00:06:16,950
+minus 1-1 لأن هذه قيمة ال input اللي خاصة بالـ
+
+82
+00:06:16,950 --> 00:06:19,950
+threshold طبعا كلهم مضرومين في مين؟ في Alpha على
+
+83
+00:06:19,950 --> 00:06:22,630
+اعتبار أن هنا Alpha قلنا by default يعني أو الناس
+
+84
+00:06:22,630 --> 00:06:27,870
+بتميل أنهم يستخدموها 0.1 استخدمناها 0.1 عشان نطلع
+
+85
+00:06:27,870 --> 00:06:31,330
+قيم ال Delta هنجد أن هي قيم ال Delta بتكون عادة
+
+86
+00:06:31,330 --> 00:06:37,280
+صغيرةهذا الكلام محتاجينه الآن نحسب منه ال .. اللي
+
+87
+00:06:37,280 --> 00:06:42,240
+هي قيم ال weights و قيم delta five ف delta five كل
+
+88
+00:06:42,240 --> 00:06:47,320
+اللي هنعمله نضربها في w تلاتة خمسة بنكون جيبنا إيش
+
+89
+00:06:47,320 --> 00:06:52,820
+ال error عند ال node تلاتةطيب، هنضرب الـ Error عند
+
+90
+00:06:52,820 --> 00:06:56,760
+ال node 3 في 100 في معدل ال derivative لل node 3 و
+
+91
+00:06:56,760 --> 00:06:58,880
+المستخدم السيجمويد معناته برضه هضربها في قيمة
+
+92
+00:06:58,880 --> 00:07:04,220
+سيجمويد اللي هي ال output ل 3 مضروبة في 1 نقص ال
+
+93
+00:07:04,220 --> 00:07:08,480
+output ل 3، بنكون جيبنا مين؟ Delta 3، مش Error 3
+
+94
+00:07:08,480 --> 00:07:12,900
+Delta 3 و ليس Error 3 ناخد جمال مرة، بقالنا هذا ال
+
+95
+00:07:12,900 --> 00:07:21,250
+term هذا يمثل Error 3وهذا ال term يمثل error أربعة
+
+96
+00:07:21,250 --> 00:07:24,950
+لكن لما بضربه في قيمة ال derivative of ال function
+
+97
+00:07:24,950 --> 00:07:31,950
+هيصبح مين؟ هيصبح delta 3 و delta 4 تمام حسبنا هيك
+
+98
+00:07:31,950 --> 00:07:37,130
+حسبنا هنا delta 5 و عند ما حسبناها delta 5 و حسبنا
+
+99
+00:07:37,130 --> 00:07:41,790
+delta 3 و delta 4 من خلال delta 3 و delta 4 بنعدل
+
+100
+00:07:41,790 --> 00:07:45,810
+الأوزان بين ال hidden و ال input و مين؟ و ال input
+
+101
+00:07:45,810 --> 00:07:57,010
+و اللي هيDelta W13 Delta W23 Delta θ3 Delta W14 و
+
+102
+00:07:57,010 --> 00:08:02,830
+W24 و Wθ4 عشان نحصل على كلهم قيم .. هنلاحظ انه من
+
+103
+00:08:02,830 --> 00:08:06,450
+الجيد ان كلهم قيم صغيرة هذه كل القيم كل ال delta
+
+104
+00:08:06,450 --> 00:08:11,100
+اللي جبناهم طبعا capital delta هذهالكبدل تلتة اللي
+
+105
+00:08:11,100 --> 00:08:15,120
+هي المعدل التغيره اللي بدنا نغيره على الأوزان غير
+
+106
+00:08:15,120 --> 00:08:18,160
+ال delta small اللي هي التغيره اللي بده يتغير على
+
+107
+00:08:18,160 --> 00:08:22,920
+ال error كويس ليه قيمة ال error تمام كل الدلتات
+
+108
+00:08:22,920 --> 00:08:29,460
+هذه هنرجع نجمحها على الأوزان القديمة يعنيالان w1
+
+109
+00:08:29,460 --> 00:08:34,800
+تلاتة لجديدة تساوي w1 تلاتة القديمة زائد delta w1
+
+110
+00:08:34,800 --> 00:08:38,500
+تلاتة و اللي حسبناها مسبقا نفس الكلام للباقي هنحصل
+
+111
+00:08:38,500 --> 00:08:42,120
+على قيم جديدة ل ال weights تمام القيم هذه إيش
+
+112
+00:08:42,120 --> 00:08:46,640
+هنعمل فيها أحسنتوا هنرجع زي ما هي ندخل كمان input
+
+113
+00:08:46,640 --> 00:08:52,890
+تاني عليها و نستمر إمتى هواجفهنوقف لما ال error
+
+114
+00:08:52,890 --> 00:08:56,590
+يصلّى يعمل convergence مع tolerance محيّن
+
+115
+00:08:56,590 --> 00:08:59,990
+بالنسبالنا مع اللي هي required error المطلوب اللي
+
+116
+00:08:59,990 --> 00:09:04,320
+هي أقل error ممكن نستخدمهلوان إي بوك كامل لوان إي
+
+117
+00:09:04,320 --> 00:09:08,780
+بوك كامل أكون جربت كل ال input و كلها ضمن ال error
+
+118
+00:09:08,780 --> 00:09:12,960
+المقبولة تمام لما نعمل convergence لكلام هذا
+
+119
+00:09:12,960 --> 00:09:16,640
+الحقيقة هنجد أنه فعلا في بداية الحل ال error بيكون
+
+120
+00:09:16,640 --> 00:09:19,620
+عالي و بعدين شوية شوية طبيعي بيبدأ يجل يجل يجل
+
+121
+00:09:19,620 --> 00:09:25,820
+قيمة ال delta أو قيمة ال error النهائي السؤال كان
+
+122
+00:09:25,820 --> 00:09:32,270
+E5E5 هي اللي هي some squared error او مضروب ال
+
+123
+00:09:32,270 --> 00:09:35,030
+error ليش لأن ممكن ال error يكون بال negative طب
+
+124
+00:09:35,030 --> 00:09:36,790
+إيش يعني بال negative بال negative أروح أخليه
+
+125
+00:09:36,790 --> 00:09:39,990
+minus يعني صار أجل من صفر يعني مناسب أكيد لأ بيضال
+
+126
+00:09:39,990 --> 00:09:44,950
+error اسمه بيضال اسمه error فلازم نعمله تربيعوإذا
+
+127
+00:09:44,950 --> 00:09:48,290
+كان .. إذا كان ال output فيه أكتر من error عادة
+
+128
+00:09:48,290 --> 00:09:52,170
+بدنا نعمل ال .. ال .. ال .. تربيع ال error الأول
+
+129
+00:09:52,170 --> 00:09:55,690
+زائد التاني زائد التالت زائد الرابع، بدنا نجمحهم،
+
+130
+00:09:55,690 --> 00:09:59,390
+إذا كان ال output فيه أكتر من ال neuron واحدة، ال
+
+131
+00:09:59,390 --> 00:10:02,190
+neuron واحدة خلاص، هي التربيحة وخلاصنا، لكن إذا
+
+132
+00:10:02,190 --> 00:10:04,410
+كان أكتر، تربيع الأولى زائد التاني زائد التالت
+
+133
+00:10:04,410 --> 00:10:08,290
+زائد الرابع، عشان ناخد squared أو ال sum squared
+
+134
+00:10:08,290 --> 00:10:15,390
+error تمام، احنا كنا بدنا نصل ل error قيمتهجداش 0
+
+135
+00:10:15,390 --> 00:10:22,350
+.001 واحد من الف يعني يعني 10 to the power minus 3
+
+136
+00:10:22,350 --> 00:10:26,130
+وفعلا وصلنا لكلام هذا بعد اكم iteration هات نكتبها
+
+137
+00:10:26,130 --> 00:10:34,330
+بعد 224 iteration او ابوكس حتى ابوكس ايش يعني يعني
+
+138
+00:10:34,330 --> 00:10:40,270
+كل ال inputs كاملين مع بعض يعني جداش iterations
+
+139
+00:10:40,270 --> 00:10:44,640
+مضرب في 4أضرب في أربع لأن كل أربع iteration ال
+
+140
+00:10:44,640 --> 00:10:47,120
+iteration الأولى كنت بدخل 00 ال iteration التانية
+
+141
+00:10:47,120 --> 00:10:49,940
+10 ال iteration التالتة 01 ال iteration الرابعة 11
+
+142
+00:10:49,940 --> 00:10:53,060
+بدي الآن ال iteration اللي وراها هتكون واحدة مكررة
+
+143
+00:10:53,060 --> 00:10:57,760
+من هدول فهدول هيك one epoch ببدأ epoch تانية لنرجع
+
+144
+00:10:57,760 --> 00:11:06,010
+نعيدهم من الجديد فبعد 224 epochs كنا جبنا حلالحلق
+
+145
+00:11:06,010 --> 00:11:09,290
+قيمته كانت بهذا الشكل هي ال output تبعتنا وال
+
+146
+00:11:09,290 --> 00:11:13,110
+error كان واصل لقيم قليلة جدا بحيث انه مجموع
+
+147
+00:11:13,110 --> 00:11:18,110
+تربيعاتهم لل errors هذه سواء للواحد من اش من الف
+
+148
+00:11:18,110 --> 00:11:22,340
+عند مجموعة ال weights المبينة في ال slideبتاعتنا
+
+149
+00:11:22,340 --> 00:11:25,640
+في ال slides بتاعتنا فهذه هيكي القرار النهائي و
+
+150
+00:11:25,640 --> 00:11:31,140
+اللي بنقدر نقول عليه حلنا الشغل تبعنا تمام 224 طيب
+
+151
+00:11:31,140 --> 00:11:35,740
+هلاج أنه ال model القديم لمقلك و bits كان بهذا
+
+152
+00:11:35,740 --> 00:11:39,580
+الشكل لل XOR كانوا مقاطين القيم اللي احنا شايفينها
+
+153
+00:11:39,580 --> 00:11:42,180
+أمامنا كانوا يعني كانوا جايبين حل مختلف عن اللي
+
+154
+00:11:42,180 --> 00:11:47,240
+احنا جايبينه طبعا هتختلف لحظة أنه ممكن جداالـ
+
+155
+00:11:47,240 --> 00:11:49,120
+initialization اللي انتوا عملتوها اللي هي الـ
+
+156
+00:11:49,120 --> 00:11:51,880
+random values اللي في الأول اتغير تماما النتائج
+
+157
+00:11:51,880 --> 00:11:54,200
+ممكن بكل بساطة تغيروا لكوا نتائج تعملكوا نتائج
+
+158
+00:11:54,200 --> 00:11:59,820
+مختلفة بشكل مطلق هم أشتغلوا بهذا الشكل و طلعت
+
+159
+00:11:59,820 --> 00:12:04,100
+نتائج و كانت حلته هم ال XOR بدون أي مشاكل طيب
+
+160
+00:12:04,100 --> 00:12:11,420
+تعالوا اتطلعوا على ال XOR كانت
+
+161
+00:12:11,420 --> 00:12:18,170
+بهذا الشكل هدول 11 وهدول 00هدول ال output سبعتهم
+
+162
+00:12:18,170 --> 00:12:21,170
+أصفر عند الصفر صفر والواحد واحد zero عند ال واحد
+
+163
+00:12:21,170 --> 00:12:25,890
+الصفر واحد والواحد صفر المفروض one تمام هذه محتاجة
+
+164
+00:12:25,890 --> 00:12:29,390
+أكم خط عشان نشتغل عليها محتاجة على الأقل خطين خط
+
+165
+00:12:29,390 --> 00:12:36,250
+هيك وخط هيك تمام ممكن تيجي تعمل random values
+
+166
+00:12:36,250 --> 00:12:40,310
+مختلفة تانية و تحل تلاقي يطلعولك لأ خط هيك وخط هيك
+
+167
+00:12:41,260 --> 00:12:44,100
+برضه هى اللى بحله مش مشكلة بمشي الحال يعني مش
+
+168
+00:12:44,100 --> 00:12:47,480
+هنقول لأ عليهم لإنه بيطلعوا نتائج صحيحة في الآخر
+
+169
+00:12:47,480 --> 00:12:52,420
+كويس هدولة لو جينا مسكنا الخط هذا لحاله هذا الخط
+
+170
+00:12:52,420 --> 00:12:57,120
+لحاله من فردا إيش يمثل؟ يمثل or .. يمثل عفوا and
+
+171
+00:12:59,820 --> 00:13:04,420
+تمام؟ بشكل أو باخر يعكس ال and يمثل كأنه عكس and
+
+172
+00:13:04,420 --> 00:13:08,780
+وهذا اللي هناخدها من خلال هذا الشغل إنه الخط الأول
+
+173
+00:13:08,780 --> 00:13:13,880
+هنا decision boundary هذا هو إجاني من ال network
+
+174
+00:13:13,880 --> 00:13:18,700
+هذه أو من ال perceptron هذا طيب الخط التاني اللي
+
+175
+00:13:18,700 --> 00:13:23,060
+فوق هذا وصلني الحقيقة من ال perceptron التاني هذا
+
+176
+00:13:23,060 --> 00:13:33,640
+عفوا ماعناش هنا ماعناش هدولمن هذا الجزء لاحظوا
+
+177
+00:13:33,640 --> 00:13:36,820
+هى خطه هى خط فكل perceptron عامل اللى بيعمل خط
+
+178
+00:13:36,820 --> 00:13:38,940
+واحد وهذا كلنا قولناه لما اتكلمنا عن ال perceptron
+
+179
+00:13:38,940 --> 00:13:42,080
+بيعطينا خط واحد فكنت محتاج two perceptrons الحقيقة
+
+180
+00:13:42,080 --> 00:13:45,920
+واحد اتنين اللى هم كانوا في ال hidden طيب الان
+
+181
+00:13:45,920 --> 00:13:49,760
+الاتنين هدولة بده اقوله ندير بالك الخط هده و الخط
+
+182
+00:13:49,760 --> 00:13:53,480
+هده هم واحد مع بعض يعني خد النتيجة لما بينهما معنا
+
+183
+00:13:53,480 --> 00:13:59,050
+ذلك انه صارت بده andالهم كأن هدول ال input سبعونهم
+
+184
+00:13:59,050 --> 00:14:06,150
+وهد ال end اللي خاصة فيهم واضحة الآن كيف ان حلت
+
+185
+00:14:06,150 --> 00:14:09,310
+مشكلة ال non linearity باستخدام linear بس
+
+186
+00:14:09,310 --> 00:14:13,550
+multilinear خط أول خط تاني و بعدين عملناهم تجميع
+
+187
+00:14:13,550 --> 00:14:16,370
+مع بعض عملناهم تجميع مع بعض وهو هذا فعليا اللي تم
+
+188
+00:14:16,370 --> 00:14:20,370
+.. يا سيد رفي .. هو هذا فعليا اللي تم معانا هنا
+
+189
+00:14:20,370 --> 00:14:23,550
+بحيث
+
+190
+00:14:23,550 --> 00:14:30,790
+أنه هذا الخط الأولواللي كان يمثل إيش؟ يمثل and هنا
+
+191
+00:14:30,790 --> 00:14:34,330
+يمثل and على اعتبار أن كل هدولة كأنه صفر وهذا
+
+192
+00:14:34,330 --> 00:14:37,650
+الوحيد اللي واحد طبعا بعد هيك بالإشارات ممكن أنت
+
+193
+00:14:37,650 --> 00:14:40,530
+بستاكس إشارات ال weights كأنك عكستهم هدولة اللي
+
+194
+00:14:40,530 --> 00:14:45,690
+كلهم واحد وهذا اللي صفر فهذه كأنها فعليا أصبحت عكس
+
+195
+00:14:45,690 --> 00:14:51,960
+ال andففي الأولى تمثل لنا decision أول التانية
+
+196
+00:14:51,960 --> 00:14:59,420
+تمثل عكس ال .. ال .. ال .. ال or عكس ال or تمام
+
+197
+00:14:59,420 --> 00:15:02,180
+الان بدنا نجمحهم مع بعض فهيكون decision boundary
+
+198
+00:15:02,180 --> 00:15:07,280
+لمين لل neuron التالتة اللى هى كانت رقم خمسة رقم
+
+199
+00:15:07,280 --> 00:15:09,440
+خمسة هى اللى بتجمع الاتنين مع بعض هذه كانت رقم
+
+200
+00:15:09,440 --> 00:15:14,880
+تلاتةهذه ناتج رقم 4 على حالها وهنا ناتج الاتنين مع
+
+201
+00:15:14,880 --> 00:15:18,240
+بعض ومن اللي جمعتهم الحقيقة مع بعض النود الأخيرة
+
+202
+00:15:18,240 --> 00:15:23,620
+ال output اللي هو رقم 5 طيب
+
+203
+00:15:23,620 --> 00:15:26,920
+الآن كيف ممكن أسرع الشغل أنا والله ال 224 مش
+
+204
+00:15:26,920 --> 00:15:30,000
+عاجباني مثلا أنت تقول الله هيك طولت البرنامج أخد
+
+205
+00:15:30,000 --> 00:15:33,120
+وقت طويل كيف ممكن أعدله كيف ممكن أظبطه بكل بساطة
+
+206
+00:15:33,120 --> 00:15:33,760
+بتظبطه
+
+207
+00:15:37,750 --> 00:15:45,110
+إنه نغير مثلا الـ sigmoid ل hyperbolic tangent
+
+208
+00:15:45,110 --> 00:15:50,130
+sigmoid ال hyperbolic sigmoid اللي هو بنغيرها بدل
+
+209
+00:15:50,130 --> 00:15:54,330
+ما هي واحد على واحد plus exponential x لحالها بنحط
+
+210
+00:15:54,330 --> 00:15:58,340
+معاها parameters تانيةفبتصير المعادلة كالتالي
+
+211
+00:15:58,340 --> 00:16:03,380
+معدلة ال output 2A عملية تسريع بنحاول على 1 plus
+
+212
+00:16:03,380 --> 00:16:07,940
+فصارت هنا 2A بدل 1 plus exponential بدل ما كانت
+
+213
+00:16:07,940 --> 00:16:14,040
+minus X لحاله ضربناها في مين في gain B كله minus A
+
+214
+00:16:14,040 --> 00:16:18,300
+في هذه المعادلة الحقيقة صرعت و وجدوا أنه ممكن نضيف
+
+215
+00:16:18,300 --> 00:16:25,780
+لها نحط A كأفضل قيمة ممكنة 1.7 و B 0.667يمكن
+
+216
+00:16:25,780 --> 00:16:29,220
+ملاقاتش كتير استحسن، حقيقة الناس دلت يتفضل
+
+217
+00:16:29,220 --> 00:16:33,580
+السيجمويد العادية لأنه أبسط في الشغل، دلوا يفضلوا
+
+218
+00:16:33,580 --> 00:16:35,860
+السيجمويد العادية، خصوص أن هذا لسه بدنا عملية
+
+219
+00:16:35,860 --> 00:16:39,540
+نعملها derivative عشان نعمل عكس، ففضلوا أنه لأ
+
+220
+00:16:39,540 --> 00:16:42,640
+يضلوا عالمين، الناس كتير الحقيقة فضلوا هذا الكلام،
+
+221
+00:16:42,640 --> 00:16:45,720
+طيب، وجدوا اتجاه أخر ممكن نعمله في عملية
+
+222
+00:16:45,720 --> 00:16:49,220
+acceleration للنتائج، هي ال momentum turn، ال
+
+223
+00:16:49,220 --> 00:16:54,640
+momentum turnمن خلال إنه لأ، Delta W ما تكونش
+
+224
+00:16:54,640 --> 00:17:00,000
+عبارة عن Alpha في الـY في Delta بس، لأ، أنا ممكن
+
+225
+00:17:00,000 --> 00:17:03,640
+آخد قيمة Delta السابقة، إذا كان أنا في
+
+226
+00:17:03,640 --> 00:17:07,640
+الـIteration 5 أو 6 أو 7 أو 8، البعيدة هذه، طيب،
+
+227
+00:17:07,640 --> 00:17:10,860
+Delta الآن طلعت موجبة، طيب، Delta تاعت المرة اللي
+
+228
+00:17:10,860 --> 00:17:15,260
+فاتت، كيف كانت؟ إذا كانت موجبة، معناته أنا محتاج
+
+229
+00:17:15,260 --> 00:17:19,480
+أرجع أزودها معاهم، لأنه واضح إن اتجاهي صحيح،Delta
+
+230
+00:17:19,480 --> 00:17:23,240
+كانت موجبة، يعني أنا محتاج أزود قيمة الـW. طيب، في
+
+231
+00:17:23,240 --> 00:17:25,780
+الـIteration اللي وراها، برضه Delta كانت موجبة،
+
+232
+00:17:25,780 --> 00:17:29,620
+معناته محتاج برضه لسه أزود قيمة الـW. عشان ذلك، لو
+
+233
+00:17:29,620 --> 00:17:35,680
+زودت قيمة الـDelta السابقة، كأنك سرعت الزيادة،
+
+234
+00:17:35,680 --> 00:17:39,400
+كأنك بتسرحها، مدام أنت في الـIteration السابق، يا
+
+235
+00:17:39,400 --> 00:17:43,100
+قيمة الـW كنت محتاجة تزيدي، طيب زودناكي، إجينا
+
+236
+00:17:43,100 --> 00:17:47,660
+حسبنا، برضه لجناكي بلسة بدك تزيدي،خلاص لأ بنزودك
+
+237
+00:17:47,660 --> 00:17:52,620
+كتير، بنعطيك زيادة أكبر عشان ذلك روحنا جمعنا قيمة
+
+238
+00:17:52,620 --> 00:17:55,900
+Delta السابقة، مش ال filtration P، filtration P
+
+239
+00:17:55,900 --> 00:17:59,180
+minus one بس مضروبة في gain، ال gain هذا عادة
+
+240
+00:17:59,180 --> 00:18:03,340
+بيكون قيمة أقل من الواحد، من صفر لواحد، كتير
+
+241
+00:18:03,340 --> 00:18:08,060
+بفضلوا يستخدموها 95%، 90%، 85%، بس بيكون في ال
+
+242
+00:18:08,060 --> 00:18:11,040
+range هذا تقريبا، في ال range هذا، هذه المعادلة
+
+243
+00:18:11,040 --> 00:18:14,300
+اللي هي صارت ال momentum الزخم يعني، يعني أنا بخلي
+
+244
+00:18:15,100 --> 00:18:18,360
+قيمة Delta يكون فيها زخم أكتر، إذا كان والله هي
+
+245
+00:18:18,360 --> 00:18:21,520
+دايما اتجاهها موجب، معناته المفروض أنا بدي أحاول
+
+246
+00:18:21,520 --> 00:18:24,700
+أزودها، وهي بتزيد بشواش، مش زي ما أنا بدي، بروح
+
+247
+00:18:24,700 --> 00:18:29,040
+بضيف لها كمان term زيادة، فبعطيها زخمالـ Momentum
+
+248
+00:18:29,040 --> 00:18:33,860
+Constant تبعنا اللي هو .. شوفنا قيمة Beta هذا
+
+249
+00:18:33,860 --> 00:18:38,580
+بتسميه Generalized Delta Rule .. Delta Rule طيب،
+
+250
+00:18:38,580 --> 00:18:41,760
+إيش حسنت هذه حقيقة عندنا؟ لنفس المثال هو هو ..
+
+251
+00:18:41,760 --> 00:18:45,920
+بتاعة الـ XOR لكن عمللي convergence الحقيقة بعد
+
+252
+00:18:45,920 --> 00:18:54,080
+كده؟ بعد 126 Epochs هذه
+
+253
+00:18:54,080 --> 00:18:54,660
+نتيجة
+
+254
+00:18:58,010 --> 00:19:02,990
+الـ momentum اني زوّدتله term صار اسمه momentum،
+
+255
+00:19:02,990 --> 00:19:06,870
+كويس هذه اللي هي البسيطة اللي كانت classic خلّيني
+
+256
+00:19:06,870 --> 00:19:09,670
+نسميها، اذا شزلنا التعبير، خلّيني نقول اسمها
+
+257
+00:19:09,670 --> 00:19:12,670
+classic العادية بدون ما نعملش اي acceleration،
+
+258
+00:19:12,670 --> 00:19:18,150
+تمام، الآن السابق هذه النتائج بتاعتها ال learning
+
+259
+00:19:18,150 --> 00:19:21,390
+rate اللي هي Alpha أنا مالعبتش فيها، مغيرتاش، دلت
+
+260
+00:19:21,390 --> 00:19:26,630
+0.10.1 طب ليش خلتها 0.1 طب مايمكن هتكون بتأثر في
+
+261
+00:19:26,630 --> 00:19:30,810
+النتائج الحقيقة هي بتأثر يعني حقيقة للأمن هي بتأثر
+
+262
+00:19:30,810 --> 00:19:36,430
+بمعنى إذا كان وجدت إنه ال change في ال error
+
+263
+00:19:36,430 --> 00:19:39,830
+السابق و ال error الحالي هو نفس الإشارة نفس
+
+264
+00:19:39,830 --> 00:19:43,050
+الإشارة بمعنى هتنشوف التعديلات اللي ممكن بناء
+
+265
+00:19:43,050 --> 00:19:48,170
+عليها ناخدSince جديش قضي أزودها قيمة Alpha ولا
+
+266
+00:19:48,170 --> 00:19:52,250
+أجللها If the change of sum of squared errors has
+
+267
+00:19:52,250 --> 00:19:56,210
+the same sign for several consequent epochs إذا
+
+268
+00:19:56,210 --> 00:19:59,310
+لاجأت إنه دائما ال error موجب، دائما موجب، موجب،
+
+269
+00:19:59,310 --> 00:20:02,590
+موجب، موجب، موجب، موجب، ال error، معناه ذلك إنه لأ
+
+270
+00:20:02,590 --> 00:20:08,670
+أنا محتاج هنا أزود قيمة Alphaمحتاجين نزود قيمة
+
+271
+00:20:08,670 --> 00:20:12,330
+Alpha على أساس أنه ال term الإضافي اللي هو قيمة
+
+272
+00:20:12,330 --> 00:20:16,930
+Alpha وين بتبين؟ بتبين في Delta W اللي هي بتسوي ال
+
+273
+00:20:16,930 --> 00:20:22,590
+Alpha في ال X في ال error في ال error أنا كنت
+
+274
+00:20:22,590 --> 00:20:27,170
+حاططها 0.1 يعني أنا مجلل قيمة ال term هذا جللنا
+
+275
+00:20:27,170 --> 00:20:31,450
+قيمته تأثيره فوجدت أنه لأ مزال ال error بيظل موجب
+
+276
+00:20:31,450 --> 00:20:34,870
+أو إذا كان سالب بيظل دايما سالب معناه ذلك أن أنا
+
+277
+00:20:34,870 --> 00:20:39,190
+محتاج أسرع شويةأسرع شوية إيش يعني؟ يعني قيمة دلتة
+
+278
+00:20:39,190 --> 00:20:42,990
+هذه خليها تاخد جنب أوسع بعدين بدي أدرم .. بدي أقول
+
+279
+00:20:42,990 --> 00:20:54,150
+delta P plus واحد تساوي W P plus delta W ومع ذلك
+
+280
+00:20:54,150 --> 00:20:57,950
+باجد أنه كل مرة لأ لسه بدها زيادة لسه بدها زيادة
+
+281
+00:20:57,950 --> 00:21:01,750
+لسه بدها زيادة طب ما أزود قيمة delta W هذه إهوية
+
+282
+00:21:01,750 --> 00:21:07,000
+واحدة نزودها كتيركيف؟ أني أزود قيمة Alpha، نزود
+
+283
+00:21:07,000 --> 00:21:11,080
+قيمة Alpha، كويس، إذا كان Negative برضه، بدنا نزود
+
+284
+00:21:11,080 --> 00:21:14,360
+قيمة Alpha، ليش؟ لأنه مين اللي بيحدد Negative ولا
+
+285
+00:21:14,360 --> 00:21:17,640
+Positive؟ الـError، فأنا مش هلعب في الإشارة، مش
+
+286
+00:21:17,640 --> 00:21:22,000
+هغير في الإشارة، لكن بزود اتجاه الحركة، بدل ما كنت
+
+287
+00:21:22,000 --> 00:21:25,140
+بمشي زي ما أقول خطوة خطوة، سانتي سانتي على الأرض،
+
+288
+00:21:25,140 --> 00:21:30,210
+لأ بمشي متر مترتمام؟ كويس، هذه أول حاجة بدنا نفكر
+
+289
+00:21:30,210 --> 00:21:34,330
+فيها، أما إذا لاجينا إنه ال sign ل some squared
+
+290
+00:21:34,330 --> 00:21:39,030
+errors تتغير، بمعنى إنه delta المرة هذه كانت
+
+291
+00:21:39,030 --> 00:21:44,350
+موجبة، المرة السابقة كانت سالبة، معنى ذلك إيش اللي
+
+292
+00:21:44,350 --> 00:21:48,590
+صار؟ يعني في optimal point هنا، في نقطة optimal ل
+
+293
+00:21:48,590 --> 00:21:51,070
+W، أنا مرة كنت أقل منها،
+
+294
+00:21:53,530 --> 00:21:59,490
+كويس؟ فكانت بالموجة بال error و مرة اللي وراها صرت
+
+295
+00:21:59,490 --> 00:22:05,310
+أعلى منها فصرت بالسالب صحيح؟ تمام؟ معناه ده لكل
+
+296
+00:22:05,310 --> 00:22:09,650
+اللي مطلوب أنه ال jump هادي أجللها أجلل ال term
+
+297
+00:22:09,650 --> 00:22:14,070
+تبع delta W عشان أجلله معناته Alpha جللوها يا
+
+298
+00:22:14,070 --> 00:22:21,520
+جماعة شوية خليها تصير 0.09 0.05 حتىجللوها شوية
+
+299
+00:22:21,520 --> 00:22:24,880
+لإيش عساس أنه بدل ما أعمل jump لهنا لأ خلّي jump
+
+300
+00:22:24,880 --> 00:22:30,720
+لهنا مثلا فلاحظوا جربت أكتر على ال W الأنسب فهذا
+
+301
+00:22:30,720 --> 00:22:34,560
+أكيد هيأثر في الآخر أنه ال error أتوقع أنه هيجلب
+
+302
+00:22:34,560 --> 00:22:39,880
+بتصيرله زيادة في المقصان تبعه ففي الحالة هذه هنكون
+
+303
+00:22:39,880 --> 00:22:46,090
+محتاجين أن نجلل قيمة Alphaتمام هنقلله ضمن الرول
+
+304
+00:22:46,090 --> 00:22:49,110
+اللي احنا هنتكلم عنها ان ال adaptive learning rate
+
+305
+00:22:49,110 --> 00:22:52,250
+هيطلب مننا مجموعة التغييرات في ال algorithm اللي
+
+306
+00:22:52,250 --> 00:22:55,230
+خاص بال back propagation اني احط مجموعة يعني
+
+307
+00:22:55,230 --> 00:22:59,270
+parameters زيادة اقول إذا كان مجموع ال error بين
+
+308
+00:22:59,270 --> 00:23:04,380
+ال current epoch exceeds the previous valueإذا كان
+
+309
+00:23:04,380 --> 00:23:08,560
+تجاوز القيمة السابقة، بمعنى إن الـError كان قيمة
+
+310
+00:23:08,560 --> 00:23:13,820
+معينة، نفترض قيمة Error 1، المرة القادمة، الـError
+
+311
+00:23:13,820 --> 00:23:21,860
+صار 1.05% من قيمته السابقة، أو 4% عفواً، 1.04،
+
+312
+00:23:21,860 --> 00:23:25,420
+بمعنى إن الـError زاد، على طول، إيش تروح تعمل يا
+
+313
+00:23:25,420 --> 00:23:32,330
+Algorithm؟ اضرب لي قيمة Alpha في 0.7يعني إذا كنت
+
+314
+00:23:32,330 --> 00:23:37,750
+بستخدم 0.1 أضربها في 0.7 صارت 0.07 معناته هذه قيمة
+
+315
+00:23:37,750 --> 00:23:43,670
+Alpha لجديدة أضرب في ال Alpha هذه أضرب في ال Alpha
+
+316
+00:23:43,670 --> 00:23:47,610
+هذه إذا وجدنا إنه ال error قاعد بزيد كويس أما إذا
+
+317
+00:23:47,610 --> 00:23:51,630
+كان ال error أقل من ال error السابق معناته اتجاهي
+
+318
+00:23:51,630 --> 00:23:56,770
+صحأنا ماشي هيك كويس، إيش بروح بسوي؟ بدي أزود ال
+
+319
+00:23:56,770 --> 00:24:00,390
+learning rate، معدل التعلم هذا، بدي أعطيه زيادة
+
+320
+00:24:00,390 --> 00:24:04,950
+أكتر، فبروح بضربه أو بجمع عليه خمسة في المية من
+
+321
+00:24:04,950 --> 00:24:09,530
+قيمته، بنجمع عليه خمسة في المية من قيمته، فبنضربه
+
+322
+00:24:09,530 --> 00:24:13,450
+في واحد فاصلة صفر خمسة، في واحد فاصلة صفر خمسة،
+
+323
+00:24:13,450 --> 00:24:15,870
+هذه طبعا أرقام بال algorithm أنتوا عارفين، كلكم
+
+324
+00:24:15,870 --> 00:24:19,950
+مبرمجينو عارفين ان الكلام هذا بسيط جدا يعني هذا
+
+325
+00:24:19,950 --> 00:24:23,990
+معادلة بسيطة جدا مجرد if then بين قيمة سابقة لل
+
+326
+00:24:23,990 --> 00:24:27,670
+error و قيمة لاحقة لمجموع ال error وبناء عليها
+
+327
+00:24:27,670 --> 00:24:31,370
+بتضرب قيمة alpha الجديدة يعني مجرد هو algorithm
+
+328
+00:24:31,370 --> 00:24:34,250
+برمجيا مافيش فيه إشي .. مافيش فيه إشي لكن إيش
+
+329
+00:24:34,250 --> 00:24:38,500
+بيأثر الحقيقة؟ بيأثر إن أنا صرت أتعامل معlearning
+
+330
+00:24:38,500 --> 00:24:43,580
+rate مختلف أو متباين متغير هذه ال error ببدأ ينزل
+
+331
+00:24:43,580 --> 00:24:47,020
+ينزل ينزل ينزل كويس فكل مرة أقل من اللي جابلها و
+
+332
+00:24:47,020 --> 00:24:50,600
+مادام كل مرة أقل من اللي جابلها إيش بروح بسويه ال
+
+333
+00:24:50,600 --> 00:24:53,140
+learning rate بزوده كل مرة بزيد كل مرة بزيد كل مرة
+
+334
+00:24:53,140 --> 00:24:55,580
+بزيد بزيد خمسة في المية عن السابقة بزيد كل مرة
+
+335
+00:24:55,580 --> 00:24:57,580
+خمسة في المية كل مرة خمسة في المية كل مرة خمسة في
+
+336
+00:24:57,580 --> 00:25:00,560
+المية كل مرة خمسة في المية لما يصل هنا هنا الحقيقة
+
+337
+00:25:00,560 --> 00:25:03,740
+ال error وجدت إنه إيش عمل بكي ممكن مش باين كتير في
+
+338
+00:25:03,740 --> 00:25:09,040
+الرسم بس عمله طلع شويةعلي شوية ف automatic ايش صار
+
+339
+00:25:09,040 --> 00:25:11,720
+في مين؟ في ال learning rate لأ بديت اضربه في فاصلة
+
+340
+00:25:11,720 --> 00:25:15,380
+سبعة كل مرة اضربه في فاصلة سبعة فضربناه في فاصلة
+
+341
+00:25:15,380 --> 00:25:20,980
+سبعة بده ينزل ينزل ينزل لما في المنطقة هنا اللي
+
+342
+00:25:20,980 --> 00:25:26,430
+بده يرتفع فيها يرجع ينزل تاني يعني لو هذا قوسفى
+
+343
+00:25:26,430 --> 00:25:30,630
+بدايته بيعلى بعد شوية بيبدأ ينزل بدأ ينزل هنا
+
+344
+00:25:30,630 --> 00:25:35,330
+بدأنا بدأ ال algorithm يرفع شوية القيمة انه يرجع
+
+345
+00:25:35,330 --> 00:25:39,970
+يضربها كل مرة في إيش في يجمع عليها 5% يعني يضربها
+
+346
+00:25:39,970 --> 00:25:45,490
+في 1.05 كويس بعد شوية ينزل نزل نزل نزل تمام لما
+
+347
+00:25:45,490 --> 00:25:50,980
+وصل هنا لل peak هذهرجع الي تاني ال error فرجع نزل
+
+348
+00:25:50,980 --> 00:25:57,980
+ال learning rate نزل ال learning rate و بده ينزل و
+
+349
+00:25:57,980 --> 00:26:00,720
+هنا بده شوية شوية يطلع لعند ما خلص ووقفت ال .. هو
+
+350
+00:26:00,720 --> 00:26:05,860
+وصل فعليا لل error المطلوب خلصناه بس وصل امتى؟ وصل
+
+351
+00:26:05,860 --> 00:26:14,780
+بعد 103 epochs فإذا باستخدام ال
+
+352
+00:26:14,780 --> 00:26:15,540
+learning
+
+353
+00:26:19,170 --> 00:26:25,350
+rate او ال adaptive adaptive
+
+354
+00:26:25,350 --> 00:26:31,950
+مظبوط learning rate وصل لقداش 103 بعد 103 يعني
+
+355
+00:26:31,950 --> 00:26:35,350
+واضح انه أقل من ال classic أصلا أقل من ال classic
+
+356
+00:26:35,350 --> 00:26:39,110
+تمام الآن لو استخدمنا الاتنين مع بعض اللي هو ال
+
+357
+00:26:39,110 --> 00:26:43,710
+momentum و ال adaptive learning rate فإذا adaptive
+
+358
+00:26:43,710 --> 00:26:47,750
+learning rate plus ال momentum
+
+359
+00:26:52,590 --> 00:26:59,090
+الحقيقة جدش طلعتنا حلت ان الموضوع بعد 85 ابق يعني
+
+360
+00:26:59,090 --> 00:27:04,330
+وصلنا تقريبا لتلت لتلت الحالة ال classic فطبعا تلت
+
+361
+00:27:04,330 --> 00:27:11,350
+عدد الخطوات معناه بالمعنى الواضح تلت الزمن تلت
+
+362
+00:27:11,350 --> 00:27:16,080
+الوقت اللي انا محتاجه ال execution timeطيب، كويس،
+
+363
+00:27:16,080 --> 00:27:20,780
+هيك بنكون عملنا acceleration للموضوع السؤال الآن و
+
+364
+00:27:20,780 --> 00:27:26,980
+اللي بدنا نجاوب عليه، هل ال brain تبعنا بس بيفكر؟
+
+365
+00:27:26,980 --> 00:27:32,620
+فقط، لحقيقة لأ، في ميزة تانية مهمة جدا، وهذه احنا
+
+366
+00:27:32,620 --> 00:27:36,680
+بنقول في ناس عندهم ملكة التفكير، لكن بيحفظش، و في
+
+367
+00:27:36,680 --> 00:27:40,400
+ناس في المقابل عندهم الحفظطيب، الـ neural network،
+
+368
+00:27:40,400 --> 00:27:44,740
+مدام هي عملتلنا محكالة لـ brain، هل عندها القدرة
+
+369
+00:27:44,740 --> 00:27:48,580
+أن تعمل هذا الكلام؟ الحقيقة نعم، بنقدر نعمل هذا
+
+370
+00:27:48,580 --> 00:27:53,500
+الكلام، بس بدنا model آخر لـ neuron
+
+371
+00:27:54,320 --> 00:27:57,940
+أو الـ neural network بتاعتنا اللي هي نكيفها أنها
+
+372
+00:27:57,940 --> 00:28:02,080
+تقدر تكون تعمل حفظ ليش؟ لأن الإنسان ببساطة ممكن
+
+373
+00:28:02,080 --> 00:28:07,420
+يميز شخص بعرفه في بيئة جديدة عليه في حدود زمنيا
+
+374
+00:28:07,420 --> 00:28:11,060
+يعني في حدود maximum 200 millisecond بقدر يميز
+
+375
+00:28:11,060 --> 00:28:14,340
+الشخص اللي قدامه حتى لو في مكان هو غير مألوف
+
+376
+00:28:14,340 --> 00:28:18,560
+بالنسباله غير مألوف بالنسباله ممكن جدا ال sense
+
+377
+00:28:18,560 --> 00:28:24,990
+تبعه يخلييشمل أو يربط الصوت مع الصورة، مع المشهد
+
+378
+00:28:24,990 --> 00:28:29,490
+اللي حواليه، و بذاكرة معينة، فيظل متذكرهم بشكل
+
+379
+00:28:29,490 --> 00:28:34,990
+مستمر، حتى لدرجة إنه ممكن يشوف صاحبه و يسترجع هو
+
+380
+00:28:34,990 --> 00:28:38,870
+كيف أخر مرة شافه، فيقوله هيك حالج شعرك، هيك مش
+
+381
+00:28:38,870 --> 00:28:42,870
+عارف عمل كذا، ليش؟ بيسترجع الذاكرة السابقة عنده،
+
+382
+00:28:42,870 --> 00:28:46,350
+فمش بالضروري يشوفه بنفس الهيئة اللي كان مخزنها
+
+383
+00:28:46,350 --> 00:28:51,350
+سابقا عنده، لأ، هو بعمل عملية حفظ، بس حفظبتصرف
+
+384
+00:28:51,350 --> 00:28:54,650
+يعني خلينا نسميها مش حفظ تقليدي زي ما بيعمل
+
+385
+00:28:54,650 --> 00:28:59,370
+الكمبيوتر أنه بحفظ الصورة إذا كان one pixel اختلفت
+
+386
+00:28:59,370 --> 00:29:02,930
+بيقول لأ هذه مش مطابقة هي مش مطابقة الجثة القصة
+
+387
+00:29:02,930 --> 00:29:08,570
+أنه بدي أحفظها بس أحفظ المميزات الأساسية اللي
+
+388
+00:29:08,570 --> 00:29:12,130
+بتميز الصورة نفسها هذا الكلام الحقيقي ممكن يتم من
+
+389
+00:29:12,130 --> 00:29:16,060
+خلال حاجة اسمها Recurrentneural network او
+
+390
+00:29:16,060 --> 00:29:20,900
+التكرارية ال neural network التكرارية بدنا نحكي
+
+391
+00:29:20,900 --> 00:29:23,200
+كلام كتير احنا عارفين اننا بنعمل associative لل
+
+392
+00:29:23,200 --> 00:29:25,700
+characteristics اللي بنحتاجها بمعنى ان انا بعمل
+
+393
+00:29:25,700 --> 00:29:29,840
+مشاركة للصوت مع الصورة مع اللي هو الشكل لو بدك
+
+394
+00:29:29,840 --> 00:29:34,280
+تعرف .. تتعرف على واحد فبتعمل دائما match أو
+
+395
+00:29:34,280 --> 00:29:40,280
+associationلا صوته مع صورته مع هيقته هو تخين ولا
+
+396
+00:29:40,280 --> 00:29:43,660
+رفيع ولا خميل كل هذه كلها بتصير عندك في دماغك بحيث
+
+397
+00:29:43,660 --> 00:29:47,660
+انه لو لو حتى كان بمشي بظهره قدامك ممكن من خلال
+
+398
+00:29:47,660 --> 00:29:51,680
+هيقته تعرف رغم ان انت ماشوفتش وجهه فهذه عوامل
+
+399
+00:29:51,680 --> 00:29:55,020
+كتيرة الحقيقة لدماغك بيعملها فعليا هيك لدماغك
+
+400
+00:29:55,020 --> 00:29:58,980
+بيعملها الكلام ده هنعمله من خلال ال model اللي
+
+401
+00:29:58,980 --> 00:30:03,010
+احنا شايفينه قدامنا هي لايار واحدة بسفقط هي layer
+
+402
+00:30:03,010 --> 00:30:06,690
+واحدة لا أكثر ولا أقل just one layer ال one layer
+
+403
+00:30:06,690 --> 00:30:10,990
+هادي بهذا الشكل بس بنعمل feedback بنعمل لها
+
+404
+00:30:10,990 --> 00:30:14,630
+feedback ال feedback هادي ال output الأول برجع
+
+405
+00:30:14,630 --> 00:30:18,870
+بعيد توصيله ل الباجئ ال inputs لكن مش لل input
+
+406
+00:30:18,870 --> 00:30:24,770
+تبعه مش لل input اللي خاص فيه التانية بنرجع نوصلها
+
+407
+00:30:24,770 --> 00:30:29,930
+للكل إلا لاتنينand so on بهذا الشكل بهذا الشكل و
+
+408
+00:30:29,930 --> 00:30:37,530
+بنبدأ نعطي صورة في ال input تمام و ال input هذا هو
+
+409
+00:30:37,530 --> 00:30:40,790
+نفسه هيجي لل output فهيكونوا في بداية ال iteration
+
+410
+00:30:40,790 --> 00:30:45,070
+متساويين و بعد هيك نبدأ نضرب الأسهم هذه هي ال
+
+411
+00:30:45,070 --> 00:30:49,010
+weights تبعتنا هي مجموعة ال weights تبعتنا بحيث ان
+
+412
+00:30:49,010 --> 00:30:54,410
+يضربها كل قيمة output يضربه في weight و يوزعه لل
+
+413
+00:30:54,410 --> 00:31:00,190
+other inputs مش لإلهفكل واحدة من ال nodes هدول
+
+414
+00:31:00,190 --> 00:31:04,250
+هتتأثر بال other neurons فكل neuron متأثر بال
+
+415
+00:31:04,250 --> 00:31:08,110
+other neurons فعملت حاجة زي المساهمة ال
+
+416
+00:31:08,110 --> 00:31:11,390
+association ال association كل حاجة بتأثر على
+
+417
+00:31:11,390 --> 00:31:16,070
+التانية الكلام هذا بيظل مستمر لما نجد ان ال input
+
+418
+00:31:16,070 --> 00:31:21,340
+و ال output مع ال weights ثبتوابمعنى مش هيتغير مش
+
+419
+00:31:21,340 --> 00:31:24,960
+محتاج اغير ال weights ال weights عمل مشاركة بينهم
+
+420
+00:31:24,960 --> 00:31:29,280
+عمل بينهم مشاركة ان ال input هو نفس ال output ففي
+
+421
+00:31:29,280 --> 00:31:34,780
+الحالة هذه المعلومة اللي انا مدخلها حفظت حفظت ولكن
+
+422
+00:31:34,780 --> 00:31:39,500
+مش matching full matching اللي هو لأ لازم يكون
+
+423
+00:31:39,500 --> 00:31:42,940
+مطابق لأ مش متبينه مطابق بمعنى انه لو دخلت نفس
+
+424
+00:31:42,940 --> 00:31:47,980
+الصورة لكن في قيم مختلفة فبروح بجربليها كنتج لأجرب
+
+425
+00:31:47,980 --> 00:31:54,080
+صورة لهلأقرب صورة أو معلومة كانت مخزنةعنده هذه
+
+426
+00:31:54,080 --> 00:31:58,580
+عشان نعملها ال output تبعها ك activation function
+
+427
+00:31:58,580 --> 00:32:02,380
+هنشتغل على ال sign activation function بالنسبة لكل
+
+428
+00:32:02,380 --> 00:32:05,600
+node من ال nodes هذه اللي هي موجة بواحد إذا أكبر
+
+429
+00:32:05,600 --> 00:32:09,500
+من صفر ال input سالب واحد إذا أقل من الصفر لكن عند
+
+430
+00:32:09,500 --> 00:32:14,160
+الصفر ال input بنخليه كما هو بس هاي الفرق الوحيد
+
+431
+00:32:14,160 --> 00:32:19,280
+هنحط بس نضيف الجزئية هذه أنه ال output هو نفسه ال
+
+432
+00:32:19,280 --> 00:32:22,240
+output السابق إذا كان ال input zero
+
+433
+00:32:25,380 --> 00:32:31,100
+طيب الان بندخل مجموعة ال y1 و y2 to yn .. to yn
+
+434
+00:32:31,100 --> 00:32:33,500
+هدولة اللي هي مجموعة ال output لكل ال nodes
+
+435
+00:32:33,500 --> 00:32:36,860
+بتاعتنا و هيكون عبارة عن vector لان احنا ثم و شفنا
+
+436
+00:32:36,860 --> 00:32:40,240
+كان عبارة عن vector ال vector هده مجدش عدد ال
+
+437
+00:32:40,240 --> 00:32:42,880
+nodes .. ال nodes تبعته او ال neurons عددهم n
+
+438
+00:32:42,880 --> 00:32:48,260
+فمعنى ذلك محتاج vector ب n elements بهذا الشكل فهي
+
+439
+00:32:48,260 --> 00:32:51,740
+هتكون ال output و اللي المفروض تتطابق تصير ال
+
+440
+00:32:51,740 --> 00:32:57,870
+input .. تطابق ال input بحيثإن الـ W، الـ W، اللي
+
+441
+00:32:57,870 --> 00:33:01,250
+هي قيم الـ Weights، مش هنعملها تعديل، لأ، أنا
+
+442
+00:33:01,250 --> 00:33:06,750
+هعملها حساب.عملية حساب مباشرة بمعنى one step خلصنا
+
+443
+00:33:06,750 --> 00:33:09,530
+ان انا عملها training انتهت الشبكة ال hope field
+
+444
+00:33:09,530 --> 00:33:14,490
+اتعلمت خلاص عبارة عن W تساوي وهذه خلّيني اكتبها
+
+445
+00:33:14,490 --> 00:33:18,770
+على جنب عشان لاحقا نطبقها على المثال و نتعلم بدل
+
+446
+00:33:18,770 --> 00:33:22,350
+ما نضيع وقتنا لوجت في شريحة و هي مش واضحة ناخد
+
+447
+00:33:22,350 --> 00:33:27,990
+المثال تبعها بكون أفضل هتكون ال W تساوي summation
+
+448
+00:33:27,990 --> 00:33:36,350
+من M بتساوي واحد to capital Mto capital M ل Y M
+
+449
+00:33:36,350 --> 00:33:43,810
+small في Y هي نفسها transpose ناقص M في I مبدأيا
+
+450
+00:33:43,810 --> 00:33:49,570
+ال M هذه هي عدد ال states اللي انا محتاج احفظهم
+
+451
+00:33:49,570 --> 00:33:53,250
+يعني اكم صورة محتاج احفظ اتنين تلاتة خمسة عشر
+
+452
+00:33:53,250 --> 00:33:56,330
+عشرين تلاتين خمسين اكم صورة محتاج احفظهم فهذه هي
+
+453
+00:33:56,330 --> 00:33:59,510
+قيمة ال M اللي هي number of states to be memorized
+
+454
+00:33:59,510 --> 00:34:06,460
+by the networkكويس ال I identity matrix هد ال
+
+455
+00:34:06,460 --> 00:34:10,560
+identity matrix كويس و ال Y هدولة هم ال vectors
+
+456
+00:34:10,560 --> 00:34:16,870
+تبعون ال ال states اللي أنا بده أحفظهمالحالات اللي
+
+457
+00:34:16,870 --> 00:34:21,050
+انا بده احفظها عندي خمسة عشر عشرين جدش عندي م م
+
+458
+00:34:21,050 --> 00:34:25,650
+states بجيب ال state الأولى مضروف في ال transports
+
+459
+00:34:25,650 --> 00:34:28,750
+تبعها زائد ال state التانية مضروفة في ال
+
+460
+00:34:28,750 --> 00:34:31,490
+transports تبعها والتالتة في ال transports تبعها
+
+461
+00:34:31,490 --> 00:34:36,150
+لما نصل لل state م مضروفة في ال transports تبعها
+
+462
+00:34:36,150 --> 00:34:42,310
+كله بنطرحه من identity matrix مضروفة في Mتمام جدا،
+
+463
+00:34:42,310 --> 00:34:46,170
+هناخد مثال، المثال اللي أحنا شايفينه أمامنا، لو
+
+464
+00:34:46,170 --> 00:34:50,250
+أنا بدأ أعمل عملية حفظ لنقطتين من ال .. من ال ..
+
+465
+00:34:50,250 --> 00:34:56,890
+ال cube هذا كامل على بعضه، بدأ أعمل حفظ لـ 1 1 1 و
+
+466
+00:34:56,890 --> 00:35:01,370
+minus one minus one minus one، بدأ أحفظهم، هدولة
+
+467
+00:35:01,370 --> 00:35:06,260
+بدنا نعملهم شبكة تحفظهمو كل ما بدخلهم يعطيني ..
+
+468
+00:35:06,260 --> 00:35:08,760
+اعملي matching لهم بس طبعا هكون matching زي ما
+
+469
+00:35:08,760 --> 00:35:12,820
+قلنا مستطابق كامل .. مستطابق كامل بقى انه لو صار
+
+470
+00:35:12,820 --> 00:35:16,020
+تغيير يقدر يسترجع لي واحدة منهم .. يقدر يسترجع
+
+471
+00:35:16,020 --> 00:35:20,060
+واحدة منهم و عشان نعمل هذا الكلام بدنا نحدد ال
+
+472
+00:35:20,060 --> 00:35:23,620
+states بتاعتنا ال states هي 1111و minus one minus
+
+473
+00:35:23,620 --> 00:35:27,840
+one minus one تمام و ال transpose تبعتهم بدل ما هم
+
+474
+00:35:27,840 --> 00:35:33,960
+vector one column بصير one row بهذا الشكل مافيش
+
+475
+00:35:33,960 --> 00:35:37,060
+فيه كتير مشكلة هدول بدنا نحفظهم عشان نحفظهم هنطبق
+
+476
+00:35:37,060 --> 00:35:41,720
+المعادلة اللي عندنا هي اضرب y واحد في ال transpose
+
+477
+00:35:41,720 --> 00:35:46,590
+تبعته زائد y اتنين في ال transpose تبعتهفي جد ياش
+
+478
+00:35:46,590 --> 00:35:49,850
+في ال identity مضروبة في اتنين هاي ال identity
+
+479
+00:35:49,850 --> 00:35:55,490
+مضروبة في اتنين طلع
+
+480
+00:35:55,490 --> 00:36:03,680
+هذا ال term طيب لاحظوا ال zeros اللي هناالـ zeros
+
+481
+00:36:03,680 --> 00:36:07,020
+اللي هنا معناته إنه كل state بترجعش لنفسها وهذا
+
+482
+00:36:07,020 --> 00:36:10,940
+قلناته وشرحنا في الشبكة على الشبكة نفسها إن كل
+
+483
+00:36:10,940 --> 00:36:14,520
+node بترجعش لنفسها فمعنى ذلك إنه واحد لو واحد
+
+484
+00:36:14,520 --> 00:36:18,860
+بترجعش Zero لكن لاتنين و تلاتة أه بتعطي اتنين و
+
+485
+00:36:18,860 --> 00:36:21,920
+تلاتة و هنا نفس الكلام اتنين بتعطي لو واحد تلاتة
+
+486
+00:36:21,920 --> 00:36:25,060
+بتعطي لو واحد بس اتنين بتعطيش لاتنين فهذه هو وجهة
+
+487
+00:36:25,060 --> 00:36:29,240
+قيمة ال weights قيمة ال weights تبعتنا عشان نجي
+
+488
+00:36:29,240 --> 00:36:36,000
+نجرب عليها هتجرب مثلاوحد وحد وحد هاي وحد وحد وحد
+
+489
+00:36:36,000 --> 00:36:39,580
+نضرب فيه لاحظوا جدا كيف جبنا ال weights هو واحدة
+
+490
+00:36:39,580 --> 00:36:44,040
+بس خلاص عملية ضرب واحدة خلصت انتهى تمام فبنقدر
+
+491
+00:36:44,040 --> 00:36:47,880
+نقول انه ال .. ال theta ممكن طبعا نجرب theta لكن
+
+492
+00:36:47,880 --> 00:36:51,040
+ال theta هنا عندنا ب zero في ال hope field بفضلوا
+
+493
+00:36:51,040 --> 00:36:55,480
+دايما يستخدموها بدون theta فبطلع برضه وحد وحد وحد
+
+494
+00:36:55,480 --> 00:36:57,960
+minus one minus one minus one برضه minus one minus
+
+495
+00:36:57,960 --> 00:37:02,080
+one طيب وباقي القيمما هو مش كل ال .. ال cube أطلع
+
+496
+00:37:02,080 --> 00:37:04,840
+ال .. ال corners بتاعة ال cube كانت القمتين هدول
+
+497
+00:37:04,840 --> 00:37:09,820
+بس، لأ، هنجد إنه كل الباقى ال others، كل واحدة من
+
+498
+00:37:09,820 --> 00:37:13,400
+ال two models أو ال states هدولة، هتجر حواليها
+
+499
+00:37:13,400 --> 00:37:17,900
+اللي أقربلها، أو هتعرف اللي أقربلها، وهدول الأتنين
+
+500
+00:37:17,900 --> 00:37:22,900
+نفسهم، هنسميهم ال fundamental memories،
+
+501
+00:37:22,900 --> 00:37:28,340
+اللي هوالاساسيين هدول ال two states الأساسية ال
+
+502
+00:37:28,340 --> 00:37:30,980
+fundamentals فحنلاقي أن أول fundamental memory
+
+503
+00:37:30,980 --> 00:37:34,800
+اللي هو 1111 هيجرئله مين؟ هيجرئله
+
+504
+00:37:34,800 --> 00:37:47,100
+(-11111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111
+
+505
+00:37:48,300 --> 00:37:54,180
+هنجد حياطين واحد واحد واحد على اعتبار انه هنشتغل
+
+506
+00:37:54,180 --> 00:37:59,640
+على .. وهذه بتاخدوا بالكم منها ال activation
+
+507
+00:37:59,640 --> 00:38:03,280
+function هذه هذه هي اللي هتتحولها مباشرة لواحد
+
+508
+00:38:03,280 --> 00:38:05,900
+واحد واحد اشتغلوا على activation function هذه
+
+509
+00:38:05,900 --> 00:38:12,970
+هتجدوا انه لو جربنا minus one one oneهتروح واحد
+
+510
+00:38:12,970 --> 00:38:17,210
+واحد واحد لو one minus one one او one one minus
+
+511
+00:38:17,210 --> 00:38:19,790
+one هتروح لواحد واحد واحد ليش لأنه هنجد ان في
+
+512
+00:38:19,790 --> 00:38:22,930
+اتنين matching واحد بس اللي اختلف هنا اتنين
+
+513
+00:38:22,930 --> 00:38:24,690
+matching واحد اللي اختلف هنا اتنين matching واحد
+
+514
+00:38:24,690 --> 00:38:27,890
+اللي اختلف في المقابل الباجيين اللي معظمهم فيهم
+
+515
+00:38:27,890 --> 00:38:32,480
+negatives هيروحوا مع السلب one سلب one سلب oneكـ
+
+516
+00:38:32,480 --> 00:38:35,540
+Fundamental Memory فهنجد ان الـ Fundamental Memory
+
+517
+00:38:35,540 --> 00:38:40,080
+سلب 1 سلب 1 سلب 1 لو دخلنا لهم للماتريكس للماتريكس
+
+518
+00:38:40,080 --> 00:38:45,760
+اللي ضربنا فيها minus 1 minus 1 1 هيرجع لمين minus
+
+519
+00:38:45,760 --> 00:38:50,260
+1 minus 1 minus 1 ليش هيرجعهم؟ لأن أنا من الأول
+
+520
+00:38:50,260 --> 00:38:54,620
+ضربت على الأتنين هدول بس يعني أنا قلتله خد بالك
+
+521
+00:38:54,620 --> 00:39:01,270
+هذا أحمر وهذا أسودللولد الصغير اللي لسه يدوب و
+
+522
+00:39:01,270 --> 00:39:04,930
+بيعرفش إيش يعني ألوان قلتله هذا أحمر وهذا أسود،
+
+523
+00:39:04,930 --> 00:39:10,010
+بس، هيروح على البيت، هيقولوله إيش اللون هذا،
+
+524
+00:39:10,010 --> 00:39:13,890
+هيقولهم إيش، مش بعرفش الأزرج، هيقولهم أسود، مش
+
+525
+00:39:13,890 --> 00:39:16,850
+هيك؟ هذا اللي بالتيم، إحنا فعليا هنا، المثال إيش
+
+526
+00:39:16,850 --> 00:39:19,690
+اللي صار؟ أنا أعرفته فقط على الواحد، واحد، واحد، و
+
+527
+00:39:19,690 --> 00:39:23,670
+سالب واحد، سالب واحد، سالب واحد، بسفأي قيمة تانية
+
+528
+00:39:23,670 --> 00:39:27,390
+هيجي يحطها يا هنا يا هنا على الأقرب فهنا كل مكان
+
+529
+00:39:27,390 --> 00:39:32,130
+ال hub field بالنسباله error correction أقل فبيعمل
+
+530
+00:39:32,130 --> 00:39:35,610
+بيوديها معاها طيب من التطبيقات المهمة الحقيقة أنه
+
+531
+00:39:35,610 --> 00:39:39,030
+ال hub field بيوديني لل error correction network
+
+532
+00:39:39,030 --> 00:39:42,650
+بشكل سريع وبشكل مناسب فبيعمل عملية correction
+
+533
+00:39:42,650 --> 00:39:47,890
+لكتير معادلةإنه ممكن أنا معرف المعادلة هذه و بعض
+
+534
+00:39:47,890 --> 00:39:53,170
+نتائجها لو دخلنا قيمة و طلع error هو بيقدر يرجع
+
+535
+00:39:53,170 --> 00:39:55,450
+لواحدة من الحالات اللي عنده و كتير ممكن تستخدم هذه
+
+536
+00:39:55,450 --> 00:40:00,550
+في ال transmission لخطوط الاتصالاتتمام الجدش الان
+
+537
+00:40:00,550 --> 00:40:03,770
+ال capacity يعني أنا جدش عدد ال states اللي بقدر
+
+538
+00:40:03,770 --> 00:40:06,630
+اخزنها على ال hope field الحقيقة جليلة هي limited
+
+539
+00:40:06,630 --> 00:40:11,530
+وهذه أحد المشاكل ان هي جليلة الحالة اللي عندنا هذه
+
+540
+00:40:11,530 --> 00:40:16,310
+بتعتمد بشكل كبير على مجموعة ال states نفسها أو ال
+
+541
+00:40:16,310 --> 00:40:20,550
+inputs تبعتنا جدش عددهم لو عندي واحد اتنين تلاتة
+
+542
+00:40:20,550 --> 00:40:24,940
+اربعة maximum Nالحالة اللى كنا شغالين عليها تلاتة
+
+543
+00:40:24,940 --> 00:40:29,440
+كانوا عندنا تلاتة الحقيقة فهنا ال M maximum
+
+544
+00:40:31,970 --> 00:40:38,870
+الـ M maximum هتكون بالنسبالنا عدد لـ neurons في
+
+545
+00:40:38,870 --> 00:40:41,470
+ال network و اللي زي ما قلنا توي كانوا عددهم
+
+546
+00:40:41,470 --> 00:40:44,910
+التلاتة اه مظبوط تلاتة فبقدر اقول ان ال maximum
+
+547
+00:40:44,910 --> 00:40:51,270
+لعدد الحالات اللي ممكن تحفيظها هي 0.15 في قيمة ال
+
+548
+00:40:51,270 --> 00:40:55,190
+N فطبعا قيمة كتير صغيرة قيمة كتير صغيرة و هناخد
+
+549
+00:40:55,190 --> 00:41:01,040
+بالناو ننهي بالـ Model الأخير هذا أن هذه اللي فتت
+
+550
+00:41:01,040 --> 00:41:03,960
+كان اسمها Auto Associative Auto Associative إيش
+
+551
+00:41:03,960 --> 00:41:07,740
+يعني؟ يعني المشاركة الذاتية بمعنى إن هو بعمل
+
+552
+00:41:07,740 --> 00:41:13,240
+مشاركة للصورة مع نفسها زي Retrieval هيك حاجةبعمل
+
+553
+00:41:13,240 --> 00:41:16,340
+صورة مع نفسها، بطبقها مع نفسها، بطبقها مش مع إش
+
+554
+00:41:16,340 --> 00:41:19,760
+تاني، في المقابل، في حاجة اسمها by directional
+
+555
+00:41:19,760 --> 00:41:22,880
+associative memory، by directional إيش يعني؟ يعني
+
+556
+00:41:22,880 --> 00:41:25,860
+الإتجاهين، ثنائية الإتجاه، إيش يعني برضه؟ كمان
+
+557
+00:41:25,860 --> 00:41:33,680
+مرة، يعني، هقول زي مثلا، نقول والله إن في واحد
+
+558
+00:41:33,680 --> 00:41:38,670
+صوته مع صورتهوعملتولهم matching اتعرفت عليه جديد و
+
+559
+00:41:38,670 --> 00:41:42,850
+رابطت صوته و كان صوته مميز و صورته مميزة بالنسبالك
+
+560
+00:41:42,850 --> 00:41:48,050
+فانت كل ما تشوف وجهه تتذكر صوته طيب في المقابل كل
+
+561
+00:41:48,050 --> 00:41:52,790
+ما بتسمع صوته تتذكر وجهه بمعنى صارت bidirectional
+
+562
+00:41:52,790 --> 00:41:56,630
+من ال input بتتذكر ال output طب لو اجى ال output
+
+563
+00:41:56,630 --> 00:42:00,820
+هتتذكر منه ال input هتعمل recalling لل inputفواحد
+
+564
+00:42:00,820 --> 00:42:03,940
+منه بيستدعي الآخر عشان هي اسمها bidirectional
+
+565
+00:42:03,940 --> 00:42:07,760
+associative أو المشاركة في اثنائية الابتجاه ال
+
+566
+00:42:07,760 --> 00:42:11,820
+author associative اللي كانت مثال لها ال hoop
+
+567
+00:42:11,820 --> 00:42:14,660
+field هي للصورة مع نفسها أما في ال bidirectional
+
+568
+00:42:14,660 --> 00:42:17,860
+أو ال bam ال bam لأ مش بضروري ال input هو نفس ال
+
+569
+00:42:17,860 --> 00:42:20,420
+output مش بضروري input نفس ال output وهذه الحقيقة
+
+570
+00:42:20,420 --> 00:42:23,200
+بنشوفها في أمثلة كتيرة يمكن لو قرأتوا ال slide
+
+571
+00:42:23,200 --> 00:42:26,700
+هتلاقيه أنه بتكلم هنا عن حالة أنه لو أنت نسيت مثلا
+
+572
+00:42:27,530 --> 00:42:31,130
+الـ Umbrella تبعتك، انسيت الشمسية تبعتك، أول حاجة
+
+573
+00:42:31,130 --> 00:42:35,150
+هتقعد تتفكر فيها، تستدعي أنت أين أخر مرة شُفتها،
+
+574
+00:42:35,150 --> 00:42:38,150
+وبعدين استدعاك لأين أخر مرة شُفتها، بدك تستدعي أن
+
+575
+00:42:38,150 --> 00:42:41,790
+أنت مع مين اتكلمت، فانت لاحظ حاجات اتذكرتها نتيجة
+
+576
+00:42:41,790 --> 00:42:46,180
+شغل معينة ارتبطوا ببعض و هم مش نفس الشيءانت مش
+
+577
+00:42:46,180 --> 00:42:49,520
+بتربط الشغلة مع نفسها، انت بتربط الشغلة مع other
+
+578
+00:42:49,520 --> 00:42:53,480
+objects، مع أشياء أخرى، مع أشياء أخرى، لعندما تنجح
+
+579
+00:42:53,480 --> 00:42:56,920
+في تذكر الشغلة اللي أنت بدك إيها الهدف منها عشان
+
+580
+00:42:56,920 --> 00:43:00,200
+تنجح الوسيلة اللي أنت استخدمت هي عملية association
+
+581
+00:43:00,200 --> 00:43:04,770
+حقيقة associationفهي هذه الـ BAM اللي بنعملها،
+
+582
+00:43:04,770 --> 00:43:08,610
+بيكون في عنده set اسمها A و set اسمها B و بدنا
+
+583
+00:43:08,610 --> 00:43:11,770
+نعمل matching between them ال set A هذه مثلا تكون
+
+584
+00:43:11,770 --> 00:43:17,790
+عبارة عن مكونات الصوت، فرضا ال set B هي ال inputs
+
+585
+00:43:17,790 --> 00:43:21,290
+تبعت الصورة، صورتي، و بدنا نعمل matching بينهم، إن
+
+586
+00:43:21,290 --> 00:43:25,350
+كل ما تجيني الصورة هذه أتذكر الصوت، حتى لو ما
+
+587
+00:43:25,350 --> 00:43:29,280
+اتكلمش، و كل ما يجيني هذا الصوت أتذكر صورتهبصير
+
+588
+00:43:29,280 --> 00:43:32,140
+معنى كتير لما تيجي تتكلم الو وتسمع صوت صاحبك على
+
+589
+00:43:32,140 --> 00:43:36,160
+طول تستذكر شكله اللي هو طبعا أخر مرة كنت شايفه فيه
+
+590
+00:43:36,160 --> 00:43:39,560
+تمام فعشان هيك هدى بنسميها bidirectional بمعنى أن
+
+591
+00:43:39,560 --> 00:43:44,550
+أنت ممكن يكون عندك two setsواحد input واحد output
+
+592
+00:43:44,550 --> 00:43:48,410
+وبتربطهم في بعض عملية ربط ف by direction ممكن تكون
+
+593
+00:43:48,410 --> 00:43:52,310
+من ال input تاخد ال input وانت تنتجله ال output
+
+594
+00:43:52,310 --> 00:43:57,270
+كشبكة او لأ يجيك ال output وانت تنتجله ال input
+
+595
+00:43:57,270 --> 00:43:59,550
+فهذه ال forward direction وهذه ال backward
+
+596
+00:43:59,550 --> 00:44:02,410
+direction من ال output لل input ال forward من ال
+
+597
+00:44:02,410 --> 00:44:03,730
+input لل output
+
+598
+00:44:05,930 --> 00:44:10,050
+فهذا هو ال basic الحقيقة behavior ان هي بتخزن ال
+
+599
+00:44:10,050 --> 00:44:19,350
+pattern pairs او ازواج من النماذج واحدة من ال set
+
+600
+00:44:19,350 --> 00:44:25,810
+A واحدة من ال set B برضه معادلة ال matrix ساعتها
+
+601
+00:44:25,810 --> 00:44:29,650
+مش اسهل منها مجرد انه بعمل matching بدرب ال X ال
+
+602
+00:44:29,650 --> 00:44:33,660
+inputمع الـ Matching تمعه من الـ Output، وبنجمعه،
+
+603
+00:44:33,660 --> 00:44:37,140
+بتطلعلي Matrix، خلصت، هي هذه الـ Matrix، هي هذه ..
+
+604
+00:44:37,140 --> 00:44:41,860
+عفواً، قيمة الـ Weights المطلوبة، لا الشبكة، هتشوف
+
+605
+00:44:41,860 --> 00:44:46,930
+مثال وننهي فيهشغلنا لو بدنا نعمل matching بين X
+
+606
+00:44:46,930 --> 00:44:51,050
+واحد و Y واحد هدول الاتنين بدياهم matching مع بعض
+
+607
+00:44:51,050 --> 00:44:54,750
+لما أعطيك هذا أعطيني هذا و العكس صحيح لما أعطيك
+
+608
+00:44:54,750 --> 00:44:58,470
+هذا تعطيني هذا X اتنين مع Y اتنين بدنا نعملهم
+
+609
+00:44:58,470 --> 00:45:01,310
+matching بدنا نعملهم عفوا association association
+
+610
+00:45:01,310 --> 00:45:05,870
+تلاتة مع Y تلاتة association أربعة مع أربعة
+
+611
+00:45:05,870 --> 00:45:09,850
+association كويس بدنا نعمل هذا الكلام بكل بساطة X
+
+612
+00:45:09,850 --> 00:45:15,410
+فيفي مين؟ زي ما شفنا في المعادلة في ال Transpose
+
+613
+00:45:15,410 --> 00:45:23,310
+لمين؟ ل Y1 زائد X2 في Transpose ل Y2 X3 في
+
+614
+00:45:23,310 --> 00:45:31,070
+Transpose ل Y3 X4 في Transpose ل Y4 وبنشمع هيا ال
+
+615
+00:45:31,070 --> 00:45:37,530
+W الكاملة على بعضها ال weightmatrix هتساوي x1 في
+
+616
+00:45:37,530 --> 00:45:42,850
+transpose y1 plus x2 في transpose y2 and so on جدش
+
+617
+00:45:42,850 --> 00:45:46,710
+عددهم عددهم أربعة خلاص هايهم جمعناهم كلهم هيطلع
+
+618
+00:45:46,710 --> 00:45:52,470
+معايا matrix عبارة عن 6 في 4 6 في 4 منطقية جدا في
+
+619
+00:45:52,470 --> 00:45:56,410
+شغلنا لأن أصلا شكلها هتكون فعلا input في output
+
+620
+00:45:56,410 --> 00:46:00,190
+فعندي input 6 output 4 فطبيعي عدد ال weights في
+
+621
+00:46:00,190 --> 00:46:07,910
+النص هيكون 6 في 4 6 في 4فهنا هتكون هذه بين ال node
+
+622
+00:46:07,910 --> 00:46:10,810
+الأولى في ال input مع ال node الأولى في ال output
+
+623
+00:46:10,810 --> 00:46:13,690
+ال weight تبعتهم أربعة ال node الأولى في ال input
+
+624
+00:46:13,690 --> 00:46:16,930
+مع ال node التانية في ال output قيمتها صفر هنسؤهم
+
+625
+00:46:16,930 --> 00:46:22,010
+فبهذا الشكل الآن كيف ممكن نعمل test لهذا الكلام
+
+626
+00:46:22,010 --> 00:46:26,550
+عملية ال test هات نجرب أي واحد منهم نجرب أي واحد
+
+627
+00:46:26,550 --> 00:46:29,590
+منهم بدنا ناخد بالنا انه هل أنا من ال input لل
+
+628
+00:46:29,590 --> 00:46:31,570
+output ولا من ال output لل input إذا من ال input
+
+629
+00:46:32,410 --> 00:46:37,010
+للـ output بنضرب ال input في transpose W لمجرد بس
+
+630
+00:46:37,010 --> 00:46:40,830
+اللي هو الجبر الخطي يكون متوافقة ال matrices مع
+
+631
+00:46:40,830 --> 00:46:44,750
+بعض عشان تكون متوافقة مع بعض ال matrices أو ال
+
+632
+00:46:44,750 --> 00:46:48,630
+matrix مع ال vector لأن X واحد هو vector و هي
+
+633
+00:46:48,630 --> 00:46:52,550
+matrix فهنيجي نعمل و ناخد ناخد بالنا من ال sign هو
+
+634
+00:46:52,550 --> 00:46:56,630
+أكبر من صفر ولا أقل من صفر كويس نضربها في بعض
+
+635
+00:46:56,630 --> 00:47:01,170
+فهيها اعملها transposetransposition مضروبة في ال
+
+636
+00:47:01,170 --> 00:47:04,690
+input عشان انا اجى ان الناتج هيطلع قيمة ال output
+
+637
+00:47:04,690 --> 00:47:07,570
+اللى فعلا هو matching مع ال input هذا طيب لو بدى
+
+638
+00:47:07,570 --> 00:47:09,990
+بالعكس لأ انا اللى اللى عندى هو ال output و بدى
+
+639
+00:47:09,990 --> 00:47:13,810
+منه اجيب ال input بنضرب في W مباشرة W مضروبة
+
+640
+00:47:13,810 --> 00:47:18,210
+مباشرة فنفس الكلام هنجد ان استدعينا ال output نفسه
+
+641
+00:47:18,210 --> 00:47:24,780
+طيب لو جينا بدنا نضربدربناها في واحدة من ال
+
+642
+00:47:24,780 --> 00:47:28,380
+vectors اللي مش موجودة أصلاً بدنا نعمل recalling
+
+643
+00:47:28,380 --> 00:47:33,680
+لمصفه أو خلّيني أقول ال vector هو ماكنش متدرب عليه
+
+644
+00:47:33,680 --> 00:47:36,620
+مسبقاً يعني مش من الأربعة اللي احنا دربنا عليها
+
+645
+00:47:36,620 --> 00:47:40,550
+مباشرة كل اللي بيحدثإنه هيكون فيه مجموعة
+
+646
+00:47:40,550 --> 00:47:45,450
+iterations هيضرب أو يدخل ال input يضرب في ال
+
+647
+00:47:45,450 --> 00:47:48,930
+weights هيطلع output الأصل إن ال output هذا لو
+
+648
+00:47:48,930 --> 00:47:52,490
+رجعت ضربته في ال weight يرجع نفس ال input إذا ما
+
+649
+00:47:52,490 --> 00:47:55,510
+رجعش نفس ال input ممكن العملية هذه نعملها مرتين
+
+650
+00:47:55,510 --> 00:48:00,110
+تلاتة لما يثبت على حالة من الحالاتطبعا اي حالة من
+
+651
+00:48:00,110 --> 00:48:03,270
+الحالات من الأربعة مش هجيبلي حالة خامسة مارح يجيب
+
+652
+00:48:03,270 --> 00:48:06,770
+حالة خامسة خلاص لإن أنا ال weights ثبتتها كل ما في
+
+653
+00:48:06,770 --> 00:48:10,190
+الموضوع انه ال input إجانا من ال input ضربته في ال
+
+654
+00:48:10,190 --> 00:48:13,450
+.. في ال W في ال M ال W transpose في ال input طالع
+
+655
+00:48:13,450 --> 00:48:16,730
+لي output ال output هي ده مش ولا .. ولا واحد من ال
+
+656
+00:48:16,730 --> 00:48:19,790
+outputs اللي عندي على طول ايش بروح بساوي فيه هو
+
+657
+00:48:19,790 --> 00:48:25,220
+نفسه بجيب ال W و بضربها فيه بتطلع ليه inputممكن في
+
+658
+00:48:25,220 --> 00:48:27,400
+الحالة هذه أجيه ثبت عند input من ال inputs اللي
+
+659
+00:48:27,400 --> 00:48:31,560
+أنا عارفهم فمجرد أرجع أضرب هيرجع يعمل recalling
+
+660
+00:48:31,560 --> 00:48:35,180
+لواحد من الأربعة اللي عندنا طبعا كيف بيعملها
+
+661
+00:48:35,180 --> 00:48:38,820
+العمقلية هذه بيعملها أنه بيقربوا لأقرب واحد إله من
+
+662
+00:48:38,820 --> 00:48:42,320
+الأربعة لأن أنا من الأول عملت memorization لأربع
+
+663
+00:48:42,320 --> 00:48:45,660
+حالات مش هجيبلي واحدة خامسةمش هجيب واحدة خمسة
+
+664
+00:48:45,660 --> 00:48:50,120
+فحلاج انه بعد فترة X في ال iteration P plus واحد
+
+665
+00:48:50,120 --> 00:48:54,080
+هي عبارة عن W في Y P واحد مرتين تلاتة لعين ما يجف
+
+666
+00:48:54,080 --> 00:48:58,820
+خلاص تثبت نثبت بناخد النتيجة النهائية و بالحالة هد
+
+667
+00:48:58,820 --> 00:49:02,200
+بنكون عملنا عملية memorization باستخدام ال BAM
+
+668
+00:49:02,200 --> 00:49:06,300
+مناسب جدا ومهم جدا تبتدلكم تذكرين إيش الفرق بين ال
+
+669
+00:49:06,300 --> 00:49:10,940
+hub fieldauto associative وبين ال bam اللي هي
+
+670
+00:49:10,940 --> 00:49:14,660
+bidirectional association اللي هي بيكون ال input
+
+671
+00:49:14,660 --> 00:49:18,680
+وال output مختلفين عن بعض ولكن بدنا نعملهم تربيط
+
+672
+00:49:18,680 --> 00:49:21,280
+لو شفت ال input اعرف ال output لو شفت ال output
+
+673
+00:49:21,280 --> 00:49:27,090
+اعرف ال input ننهيبال stability هو الحقيقة البامية
+
+674
+00:49:27,090 --> 00:49:29,770
+ممكن أكثر stability لأنه unconditionally stable
+
+675
+00:49:29,770 --> 00:49:34,630
+مافيش شروط كتيرة على عملية ال stability أنا بعملش
+
+676
+00:49:34,630 --> 00:49:39,370
+ذاكرة للشغلة مع نفسها هي ممكن يكون two vectors مع
+
+677
+00:49:39,370 --> 00:49:42,990
+بعضهم فهذا بيعني أن ال situation ممكن تتدرب بدون
+
+678
+00:49:42,990 --> 00:49:49,050
+risk في أو risk of instabilityمافيش ال risk تبع
+
+679
+00:49:49,050 --> 00:49:52,450
+أنه والله ممكن يكون في unstability و ناخد بالنا
+
+680
+00:49:52,450 --> 00:49:56,130
+أنه جدش ال capacity تبعتنا و جدش الموضوع ده كله،
+
+681
+00:49:56,130 --> 00:49:59,050
+ليش؟ لأنه أنا عندي input و output بعملهم
+
+682
+00:49:59,050 --> 00:50:02,470
+association، لا أكثر ولا أقل، تلاحظوا أنه في عملية
+
+683
+00:50:02,470 --> 00:50:06,510
+ال memorization احنا سمنها supervised، صح؟ رغم أن
+
+684
+00:50:06,510 --> 00:50:08,410
+أنا ماكنتش عارف ال output، لأ أنا فعليا عارف ال
+
+685
+00:50:08,410 --> 00:50:12,460
+outputأنا ميعطي input و عارف إيش ال output و بدي
+
+686
+00:50:12,460 --> 00:50:15,260
+أحسب ال weight اللي في النص و ال weight ده عيناه
+
+687
+00:50:15,260 --> 00:50:19,280
+تعيين كيف عيناها حلناها حل جبنا قيمة W ماضطرتش أجي
+
+688
+00:50:19,280 --> 00:50:24,210
+و أتعمل training ل Wفمعنى ذلك هذه supervised بتجي
+
+689
+00:50:24,210 --> 00:50:27,410
+مع ال supervised أنا بيعطي input output عرفهم
+
+690
+00:50:27,410 --> 00:50:30,290
+مسبقاً بدنا نعمل association فانا عارفهم مسبقاً
+
+691
+00:50:30,290 --> 00:50:36,710
+عشان هيك هذه اجت مع .. مع مين؟ مع ال supervised
+
+692
+00:50:36,710 --> 00:50:40,710
+learning أخر شغلة ممكن أحيانا في بعض الحالات يمكن
+
+693
+00:50:40,710 --> 00:50:45,850
+بعض المشاكل اللي بتكون شوية صعبةممكن تصير
+
+694
+00:50:45,850 --> 00:50:48,550
+incorrect convergence .. incorrect convergence
+
+695
+00:50:48,550 --> 00:50:52,810
+يعني تتفاجأوا إن والله خصوصا طبعا إذا كان مش حالة
+
+696
+00:50:52,810 --> 00:50:57,130
+من الحالات اللي عندك و الحالة هي مشوشة ما بين
+
+697
+00:50:57,130 --> 00:51:00,750
+مجموعة حالات states من الأربعة states زي المثال
+
+698
+00:51:00,750 --> 00:51:04,610
+اللي أخدنا لجينا إن واحدة state عملتلها test هي مش
+
+699
+00:51:04,610 --> 00:51:08,350
+ولا واحدة .. هي ولا واحدة منهم و خليني أقول جريبة
+
+700
+00:51:08,350 --> 00:51:13,160
+من تنتين منهم أو بعيدة عنهم كلهمغالبا نتوقع أنه
+
+701
+00:51:13,160 --> 00:51:18,040
+ممكن يصير incorrect conversions بيظل محتار بين
+
+702
+00:51:18,040 --> 00:51:20,920
+تنتين تلاتة أو مش عارف يعمل conversions لواحدة
+
+703
+00:51:20,920 --> 00:51:26,340
+منهمبذلك بنكون أعزنا الطلبة خلصنا جزئية الـ
+
+704
+00:51:26,340 --> 00:51:29,720
+Artificial Neural Network جزئية أو ال part اللي
+
+705
+00:51:29,720 --> 00:51:32,340
+خاص بيه ال supervised learning المرة القادمة ان
+
+706
+00:51:32,340 --> 00:51:35,240
+شاء الله تعالى بنتكلم في الجزئية التانية طبعا أصغر
+
+707
+00:51:35,240 --> 00:51:37,760
+و أخف ان شاء الله تعالى اللي هي ال unsupervised ال
+
+708
+00:51:37,760 --> 00:51:40,680
+supervised لأنه هي المهمة إذا اتعلمت supervised
+
+709
+00:51:40,680 --> 00:51:43,940
+فانت اتعلمت ال neural network بذلك بنخليكم للمرة
+
+710
+00:51:43,940 --> 00:51:47,360
+القادمة نتابع ال unsupervised يعطيكم العافية و
+
+711
+00:51:47,360 --> 00:51:47,660
+بركة الله
+
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/ZkUjWH5b_Ic_raw.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/ZkUjWH5b_Ic_raw.srt
new file mode 100644
index 0000000000000000000000000000000000000000..4f2bb6b1013491caa3bdffa94e8e85f13304e1c1
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/ZkUjWH5b_Ic_raw.srt
@@ -0,0 +1,2844 @@
+1
+00:00:04,990 --> 00:00:10,150
+بسم الله الرحمن الرحيم نستكمل ما تحدثنا عنه سابقا
+
+2
+00:00:10,150 --> 00:00:13,650
+هو ال back propagation ناخد اليوم مثال عنها المثال
+
+3
+00:00:13,650 --> 00:00:16,390
+بكل بساطة هي المشكلة اللي ماقدرتش ال perceptron
+
+4
+00:00:16,390 --> 00:00:22,430
+تحلها الشيا ال XORالموديل تبعنا بهذا الشكل هي
+
+5
+00:00:22,430 --> 00:00:25,550
+multi-layer صار في عندي one hidden layer عندي
+
+6
+00:00:25,550 --> 00:00:31,210
+input hidden layer and output وحنحط كل ال weights
+
+7
+00:00:31,210 --> 00:00:35,270
+تبعتنا برضه بنعملها random في البداية ليش اتنين
+
+8
+00:00:35,270 --> 00:00:40,850
+input لأنه أنا بتكلم عن ال binary input 00100111
+
+9
+00:00:40,850 --> 00:00:45,670
+لكن بدنا ال output إيش يمثل ال XOR يمثل XORهنيجي
+
+10
+00:00:45,670 --> 00:00:49,730
+نحط بهذا الشكل عندي نود أولى نود تانية أو نود أو
+
+11
+00:00:49,730 --> 00:00:54,850
+نيورون طبعا نيورون تالتة رابعة خمسةهنا في بينهم
+
+12
+00:00:54,850 --> 00:00:58,470
+weight فهو اللي بين واحد و تلاتة بين واحد و تلاتة
+
+13
+00:00:58,470 --> 00:01:01,610
+بين اتنين و تلاتة and so on و هكذا هدول كلهم
+
+14
+00:01:01,610 --> 00:01:03,990
+بنحطهم randomly طبعا احنا عارفين ان في عندي theta
+
+15
+00:01:03,990 --> 00:01:07,490
+هيكون في عندي theta لتلاتة و theta لاربع و في
+
+16
+00:01:07,490 --> 00:01:09,970
+theta لخمسة او three short لان هذه activation
+
+17
+00:01:09,970 --> 00:01:14,730
+function سيجمويد تمام نبدأ نشتغل عليها بحيث انه
+
+18
+00:01:14,730 --> 00:01:17,370
+نشتغل عليها كالتالي نقول في عندي سيجمويد و
+
+19
+00:01:17,370 --> 00:01:23,690
+السيجمويد هاديثريشالد لها ثيتا هتكون برضه بدنا
+
+20
+00:01:23,690 --> 00:01:30,050
+نشتغلها ان هي يعني قيمة متغيرة خلينا نقول فهنعملها
+
+21
+00:01:30,050 --> 00:01:33,410
+adaptation على اعتبار ان ثيتا هتكون هنا كقيمة
+
+22
+00:01:33,410 --> 00:01:37,650
+minus one لكن ك weight بدنا نخليها weight بدنا
+
+23
+00:01:37,650 --> 00:01:41,110
+نخليها قيمة ال weight بتاعتها و هنحط كل القيم هذه
+
+24
+00:01:41,110 --> 00:01:44,790
+randomlyإيش يعني؟ يعني هدخل على الحسوب أقول له
+
+25
+00:01:44,790 --> 00:01:50,310
+اعملي بشكل عشوائي قيمة قيم ل W 1 3 اعطاني نص قيمة
+
+26
+00:01:50,310 --> 00:01:55,250
+ل W 1 4 اعطاني 0.9 قيمة ل W 2 3 اعطاني 0.4 طبعا
+
+27
+00:01:55,250 --> 00:01:59,090
+تاخدوا بالكوا ان هذه القيم بناء على المعادلة
+
+28
+00:01:59,090 --> 00:02:04,960
+بتاعتنا اللي هي اعطيني قيمةعشوائية من minus 2.4
+
+29
+00:02:04,960 --> 00:02:08,640
+على F1 اللي هي اتنين هنا هنا عندنا اتنين لأنه عندي
+
+30
+00:02:08,640 --> 00:02:12,120
+two inputs two inputs وهذا اللي بعلّلنا ليش في
+
+31
+00:02:12,120 --> 00:02:14,800
+عندي اي W اربعة واحد طالعة واحد فاصلة واحد يعني
+
+32
+00:02:14,800 --> 00:02:18,340
+اكبر من الواحد لأنه اتنين فاصلة اربعة على اتنين
+
+33
+00:02:18,340 --> 00:02:23,180
+فانا عندي هامش اتحرك من اكتر من واحد negative
+
+34
+00:02:23,180 --> 00:02:26,920
+لأكتر من واحد positive فطلع لنا القيم اللي انتوا
+
+35
+00:02:26,920 --> 00:02:30,750
+شايفينها في ال slides اللي قدامكمفماكنش فيه مشكلة
+
+36
+00:02:30,750 --> 00:02:33,030
+هذه مابقدر اتكلم عنها كتير لأنه راندوملي طلعت
+
+37
+00:02:33,030 --> 00:02:36,770
+راندوملي هنتكلم عن عملية ال activation بعد ذلك ففي
+
+38
+00:02:36,770 --> 00:02:40,870
+عملية ال activation ال W ها دي هنبدأ نضربها في ال
+
+39
+00:02:40,870 --> 00:02:45,050
+inputs هبدأ أدخل ال inputs تبعته واحد واحد طيب
+
+40
+00:02:45,050 --> 00:02:49,220
+واحد واحد جديش المفروض ال output تبعهم ك XORصفر
+
+41
+00:02:49,220 --> 00:02:55,420
+واحد واحد بيطلع صفر تمام هنبدأ y تلاتة هتكون w اي
+
+42
+00:02:55,420 --> 00:02:58,200
+عفوا x واحد مضروبة في w واحد تلاتة زائد x اتنية
+
+43
+00:02:58,200 --> 00:03:02,220
+مضروبة في w اتنين تلاتة ناقص ثيتا تلاتة كل هذا
+
+44
+00:03:02,220 --> 00:03:06,440
+اعمل لهم summation جمعنا ال term اللي بنجمع هنا
+
+45
+00:03:07,290 --> 00:03:12,530
+بنعمله واحد على واحد plus exponential minus ال
+
+46
+00:03:12,530 --> 00:03:15,790
+term هذا او القيمة هذه ليش لأن هذه معادلة السجمهية
+
+47
+00:03:15,790 --> 00:03:20,930
+هي واحد على مجموع واحد زاد exponential minus هاي
+
+48
+00:03:20,930 --> 00:03:26,890
+المجموع اللي هي x واحد قيمتها واحد مضروبة في 0.5
+
+49
+00:03:26,890 --> 00:03:31,670
+اللي هي واحد تلاتة اربعة واحد تلاتة w واحد تلاتة
+
+50
+00:03:32,270 --> 00:03:39,970
+plus 1 X 2 مضروبة في W2 3 O.4 ناقص θ 3 برضه كان
+
+51
+00:03:39,970 --> 00:03:46,390
+يعطينا قيمة θ 3 O.8 نجمع و بنحل المعادلة عشان يطلع
+
+52
+00:03:46,390 --> 00:03:54,140
+القيمة ال node رقم 3 عبارة عن O.525كويس طبعا و
+
+53
+00:03:54,140 --> 00:03:58,240
+انتوا بتحلوا معنى هذا الموضوع تكونوا على جنب يعني
+
+54
+00:03:58,240 --> 00:04:02,320
+متابعين معايا تكونوا رسمين على جنب الرسمة دي عشان
+
+55
+00:04:02,320 --> 00:04:05,840
+نتابعوا بس مع بعض و تكون أسهل تتسروا على حالكوا
+
+56
+00:04:05,840 --> 00:04:11,260
+عملية الفهم تمام فتتأكدوا ان كل المعادلات مظبوطة
+
+57
+00:04:11,260 --> 00:04:15,140
+بتحسب بعدين ل Y4 نفس القالية تماما عشان نطلع
+
+58
+00:04:15,140 --> 00:04:22,490
+قيمتها 0.88أو 88 تمام خلصنا الآن قيمة y3 و y4 عشان
+
+59
+00:04:22,490 --> 00:04:27,330
+نضربهم في مين في ال W's اللي بين 3 و 5 و 4 و 5
+
+60
+00:04:27,330 --> 00:04:33,430
+فحنقول y3 مضروبة في w3 5 plus y4 مضروبة في w4 5
+
+61
+00:04:33,430 --> 00:04:40,230
+ناقص θ5 كل هدولكمجموع applied عليه مين بنطبق عليه
+
+62
+00:04:40,230 --> 00:04:46,630
+معادلة الـSigmoid عشان نطلع عندي 0.5097 فطلعنا
+
+63
+00:04:46,630 --> 00:04:50,330
+قيمة ال output هذه .. هذه قيمة output طيب واحد و
+
+64
+00:04:50,330 --> 00:04:54,990
+واحد ايش لازم يقولنا ال output تبعهم؟ Zero فإذا
+
+65
+00:04:54,990 --> 00:04:58,770
+Zero ناقص ال term اللي طلع عند ال 0.5 فمعنى ذلك ان
+
+66
+00:04:58,770 --> 00:05:03,670
+قيمة ال error minus 0.5 minus 0.5 قيمة ال term هذا
+
+67
+00:05:05,170 --> 00:05:08,150
+هنضربه اللي هي قيمة الارور صارت هنضربه في ال
+
+68
+00:05:08,150 --> 00:05:11,050
+derivative السيجمويد فال derivative السيجمويد
+
+69
+00:05:11,050 --> 00:05:16,870
+بيساوي عبارة عن قيمة ال Y مضروب في واحد ناقص قيمة
+
+70
+00:05:16,870 --> 00:05:23,130
+ال Y هي قيمة ال Y كانت 0.50.097 مضربة في واحد ناقص
+
+71
+00:05:23,130 --> 00:05:29,250
+0.5097 فهذه تمثل قيمة ال derivative حقيقة أصبحت
+
+72
+00:05:29,250 --> 00:05:35,490
+مضربة في قيمة ال error خلاص هيجبنا قيمة Delta 5
+
+73
+00:05:35,490 --> 00:05:39,710
+Delta 5 انتهى الكلام من خلالها و بتطبيق المعادلة
+
+74
+00:05:39,710 --> 00:05:41,950
+السابقة اللي خاصة بال algorithm تبع ال back
+
+75
+00:05:41,950 --> 00:05:47,050
+propagation algorithmبنقدر نحصل منها على Δ W 3 5
+
+76
+00:05:47,050 --> 00:05:51,910
+دلتا، لحظة اللي هو معدل التغير اللي لازم يحدث
+
+77
+00:05:51,910 --> 00:05:56,250
+لقيمة الـ W كويس، بعدين حسبنا للـ W، الدلتا برضه
+
+78
+00:05:56,250 --> 00:06:02,990
+للـ W 4 5 ثم لثيتا، الدلتا لثيتا 5 هذه كيف نعملها
+
+79
+00:06:02,990 --> 00:06:07,690
+معروفة جدا، دلتا 5 مش مشكلة هي قيمة الـ error
+
+80
+00:06:07,690 --> 00:06:12,410
+الحقيقة ال input تبعها مش هيكون Y3 أو Y4، هيكون
+
+81
+00:06:12,410 --> 00:06:16,950
+minus 1-1 لأن هذه قيمة ال input اللي خاصة بالـ
+
+82
+00:06:16,950 --> 00:06:19,950
+threshold طبعا كلهم مضرومين في مين؟ في Alpha على
+
+83
+00:06:19,950 --> 00:06:22,630
+اعتبار أن هنا Alpha قلنا by default يعني أو الناس
+
+84
+00:06:22,630 --> 00:06:27,870
+بتميل أنهم يستخدموها 0.1 استخدمناها 0.1 عشان نطلع
+
+85
+00:06:27,870 --> 00:06:31,330
+قيم ال Delta هنجد أن هي قيم ال Delta بتكون عادة
+
+86
+00:06:31,330 --> 00:06:37,280
+صغيرةهذا الكلام محتاجينه الآن نحسب منه ال .. اللي
+
+87
+00:06:37,280 --> 00:06:42,240
+هي قيم ال weights و قيم delta five ف delta five كل
+
+88
+00:06:42,240 --> 00:06:47,320
+اللي هنعمله نضربها في w تلاتة خمسة بنكون جيبنا إيش
+
+89
+00:06:47,320 --> 00:06:52,820
+ال error عند ال node تلاتةطيب، هنضرب الـ Error عند
+
+90
+00:06:52,820 --> 00:06:56,760
+ال node 3 في 100 في معدل ال derivative لل node 3 و
+
+91
+00:06:56,760 --> 00:06:58,880
+المستخدم السيجمويد معناته برضه هضربها في قيمة
+
+92
+00:06:58,880 --> 00:07:04,220
+سيجمويد اللي هي ال output ل 3 مضروبة في 1 نقص ال
+
+93
+00:07:04,220 --> 00:07:08,480
+output ل 3، بنكون جيبنا مين؟ Delta 3، مش Error 3
+
+94
+00:07:08,480 --> 00:07:12,900
+Delta 3 و ليس Error 3 ناخد جمال مرة، بقالنا هذا ال
+
+95
+00:07:12,900 --> 00:07:21,250
+term هذا يمثل Error 3وهذا ال term يمثل error أربعة
+
+96
+00:07:21,250 --> 00:07:24,950
+لكن لما بضربه في قيمة ال derivative of ال function
+
+97
+00:07:24,950 --> 00:07:31,950
+هيصبح مين؟ هيصبح delta 3 و delta 4 تمام حسبنا هيك
+
+98
+00:07:31,950 --> 00:07:37,130
+حسبنا هنا delta 5 و عند ما حسبناها delta 5 و حسبنا
+
+99
+00:07:37,130 --> 00:07:41,790
+delta 3 و delta 4 من خلال delta 3 و delta 4 بنعدل
+
+100
+00:07:41,790 --> 00:07:45,810
+الأوزان بين ال hidden و ال input و مين؟ و ال input
+
+101
+00:07:45,810 --> 00:07:57,010
+و اللي هيDelta W13 Delta W23 Delta θ3 Delta W14 و
+
+102
+00:07:57,010 --> 00:08:02,830
+W24 و Wθ4 عشان نحصل على كلهم قيم .. هنلاحظ انه من
+
+103
+00:08:02,830 --> 00:08:06,450
+الجيد ان كلهم قيم صغيرة هذه كل القيم كل ال delta
+
+104
+00:08:06,450 --> 00:08:11,100
+اللي جبناهم طبعا capital delta هذهالكبدل تلتة اللي
+
+105
+00:08:11,100 --> 00:08:15,120
+هي المعدل التغيره اللي بدنا نغيره على الأوزان غير
+
+106
+00:08:15,120 --> 00:08:18,160
+ال delta small اللي هي التغيره اللي بده يتغير على
+
+107
+00:08:18,160 --> 00:08:22,920
+ال error كويس ليه قيمة ال error تمام كل الدلتات
+
+108
+00:08:22,920 --> 00:08:29,460
+هذه هنرجع نجمحها على الأوزان القديمة يعنيالان w1
+
+109
+00:08:29,460 --> 00:08:34,800
+تلاتة لجديدة تساوي w1 تلاتة القديمة زائد delta w1
+
+110
+00:08:34,800 --> 00:08:38,500
+تلاتة و اللي حسبناها مسبقا نفس الكلام للباقي هنحصل
+
+111
+00:08:38,500 --> 00:08:42,120
+على قيم جديدة ل ال weights تمام القيم هذه إيش
+
+112
+00:08:42,120 --> 00:08:46,640
+هنعمل فيها أحسنتوا هنرجع زي ما هي ندخل كمان input
+
+113
+00:08:46,640 --> 00:08:52,890
+تاني عليها و نستمر إمتى هواجفهنوقف لما ال error
+
+114
+00:08:52,890 --> 00:08:56,590
+يصلّى يعمل convergence مع tolerance محيّن
+
+115
+00:08:56,590 --> 00:08:59,990
+بالنسبالنا مع اللي هي required error المطلوب اللي
+
+116
+00:08:59,990 --> 00:09:04,320
+هي أقل error ممكن نستخدمهلوان إي بوك كامل لوان إي
+
+117
+00:09:04,320 --> 00:09:08,780
+بوك كامل أكون جربت كل ال input و كلها ضمن ال error
+
+118
+00:09:08,780 --> 00:09:12,960
+المقبولة تمام لما نعمل convergence لكلام هذا
+
+119
+00:09:12,960 --> 00:09:16,640
+الحقيقة هنجد أنه فعلا في بداية الحل ال error بيكون
+
+120
+00:09:16,640 --> 00:09:19,620
+عالي و بعدين شوية شوية طبيعي بيبدأ يجل يجل يجل
+
+121
+00:09:19,620 --> 00:09:25,820
+قيمة ال delta أو قيمة ال error النهائي السؤال كان
+
+122
+00:09:25,820 --> 00:09:32,270
+E5E5 هي اللي هي some squared error او مضروب ال
+
+123
+00:09:32,270 --> 00:09:35,030
+error ليش لأن ممكن ال error يكون بال negative طب
+
+124
+00:09:35,030 --> 00:09:36,790
+إيش يعني بال negative بال negative أروح أخليه
+
+125
+00:09:36,790 --> 00:09:39,990
+minus يعني صار أجل من صفر يعني مناسب أكيد لأ بيضال
+
+126
+00:09:39,990 --> 00:09:44,950
+error اسمه بيضال اسمه error فلازم نعمله تربيعوإذا
+
+127
+00:09:44,950 --> 00:09:48,290
+كان .. إذا كان ال output فيه أكتر من error عادة
+
+128
+00:09:48,290 --> 00:09:52,170
+بدنا نعمل ال .. ال .. ال .. تربيع ال error الأول
+
+129
+00:09:52,170 --> 00:09:55,690
+زائد التاني زائد التالت زائد الرابع، بدنا نجمحهم،
+
+130
+00:09:55,690 --> 00:09:59,390
+إذا كان ال output فيه أكتر من ال neuron واحدة، ال
+
+131
+00:09:59,390 --> 00:10:02,190
+neuron واحدة خلاص، هي التربيحة وخلاصنا، لكن إذا
+
+132
+00:10:02,190 --> 00:10:04,410
+كان أكتر، تربيع الأولى زائد التاني زائد التالت
+
+133
+00:10:04,410 --> 00:10:08,290
+زائد الرابع، عشان ناخد squared أو ال sum squared
+
+134
+00:10:08,290 --> 00:10:15,390
+error تمام، احنا كنا بدنا نصل ل error قيمتهجداش 0
+
+135
+00:10:15,390 --> 00:10:22,350
+.001 واحد من الف يعني يعني 10 to the power minus 3
+
+136
+00:10:22,350 --> 00:10:26,130
+وفعلا وصلنا لكلام هذا بعد اكم iteration هات نكتبها
+
+137
+00:10:26,130 --> 00:10:34,330
+بعد 224 iteration او ابوكس حتى ابوكس ايش يعني يعني
+
+138
+00:10:34,330 --> 00:10:40,270
+كل ال inputs كاملين مع بعض يعني جداش iterations
+
+139
+00:10:40,270 --> 00:10:44,640
+مضرب في 4أضرب في أربع لأن كل أربع iteration ال
+
+140
+00:10:44,640 --> 00:10:47,120
+iteration الأولى كنت بدخل 00 ال iteration التانية
+
+141
+00:10:47,120 --> 00:10:49,940
+10 ال iteration التالتة 01 ال iteration الرابعة 11
+
+142
+00:10:49,940 --> 00:10:53,060
+بدي الآن ال iteration اللي وراها هتكون واحدة مكررة
+
+143
+00:10:53,060 --> 00:10:57,760
+من هدول فهدول هيك one epoch ببدأ epoch تانية لنرجع
+
+144
+00:10:57,760 --> 00:11:06,010
+نعيدهم من الجديد فبعد 224 epochs كنا جبنا حلالحلق
+
+145
+00:11:06,010 --> 00:11:09,290
+قيمته كانت بهذا الشكل هي ال output تبعتنا وال
+
+146
+00:11:09,290 --> 00:11:13,110
+error كان واصل لقيم قليلة جدا بحيث انه مجموع
+
+147
+00:11:13,110 --> 00:11:18,110
+تربيعاتهم لل errors هذه سواء للواحد من اش من الف
+
+148
+00:11:18,110 --> 00:11:22,340
+عند مجموعة ال weights المبينة في ال slideبتاعتنا
+
+149
+00:11:22,340 --> 00:11:25,640
+في ال slides بتاعتنا فهذه هيكي القرار النهائي و
+
+150
+00:11:25,640 --> 00:11:31,140
+اللي بنقدر نقول عليه حلنا الشغل تبعنا تمام 224 طيب
+
+151
+00:11:31,140 --> 00:11:35,740
+هلاج أنه ال model القديم لمقلك و bits كان بهذا
+
+152
+00:11:35,740 --> 00:11:39,580
+الشكل لل XOR كانوا مقاطين القيم اللي احنا شايفينها
+
+153
+00:11:39,580 --> 00:11:42,180
+أمامنا كانوا يعني كانوا جايبين حل مختلف عن اللي
+
+154
+00:11:42,180 --> 00:11:47,240
+احنا جايبينه طبعا هتختلف لحظة أنه ممكن جداالـ
+
+155
+00:11:47,240 --> 00:11:49,120
+initialization اللي انتوا عملتوها اللي هي الـ
+
+156
+00:11:49,120 --> 00:11:51,880
+random values اللي في الأول اتغير تماما النتائج
+
+157
+00:11:51,880 --> 00:11:54,200
+ممكن بكل بساطة تغيروا لكوا نتائج تعملكوا نتائج
+
+158
+00:11:54,200 --> 00:11:59,820
+مختلفة بشكل مطلق هم أشتغلوا بهذا الشكل و طلعت
+
+159
+00:11:59,820 --> 00:12:04,100
+نتائج و كانت حلته هم ال XOR بدون أي مشاكل طيب
+
+160
+00:12:04,100 --> 00:12:11,420
+تعالوا اتطلعوا على ال XOR كانت
+
+161
+00:12:11,420 --> 00:12:18,170
+بهذا الشكل هدول 11 وهدول 00هدول ال output سبعتهم
+
+162
+00:12:18,170 --> 00:12:21,170
+أصفر عند الصفر صفر والواحد واحد zero عند ال واحد
+
+163
+00:12:21,170 --> 00:12:25,890
+الصفر واحد والواحد صفر المفروض one تمام هذه محتاجة
+
+164
+00:12:25,890 --> 00:12:29,390
+أكم خط عشان نشتغل عليها محتاجة على الأقل خطين خط
+
+165
+00:12:29,390 --> 00:12:36,250
+هيك وخط هيك تمام ممكن تيجي تعمل random values
+
+166
+00:12:36,250 --> 00:12:40,310
+مختلفة تانية و تحل تلاقي يطلعولك لأ خط هيك وخط هيك
+
+167
+00:12:41,260 --> 00:12:44,100
+برضه هى اللى بحله مش مشكلة بمشي الحال يعني مش
+
+168
+00:12:44,100 --> 00:12:47,480
+هنقول لأ عليهم لإنه بيطلعوا نتائج صحيحة في الآخر
+
+169
+00:12:47,480 --> 00:12:52,420
+كويس هدولة لو جينا مسكنا الخط هذا لحاله هذا الخط
+
+170
+00:12:52,420 --> 00:12:57,120
+لحاله من فردا إيش يمثل؟ يمثل or .. يمثل عفوا and
+
+171
+00:12:59,820 --> 00:13:04,420
+تمام؟ بشكل أو باخر يعكس ال and يمثل كأنه عكس and
+
+172
+00:13:04,420 --> 00:13:08,780
+وهذا اللي هناخدها من خلال هذا الشغل إنه الخط الأول
+
+173
+00:13:08,780 --> 00:13:13,880
+هنا decision boundary هذا هو إجاني من ال network
+
+174
+00:13:13,880 --> 00:13:18,700
+هذه أو من ال perceptron هذا طيب الخط التاني اللي
+
+175
+00:13:18,700 --> 00:13:23,060
+فوق هذا وصلني الحقيقة من ال perceptron التاني هذا
+
+176
+00:13:23,060 --> 00:13:33,640
+عفوا ماعناش هنا ماعناش هدولمن هذا الجزء لاحظوا
+
+177
+00:13:33,640 --> 00:13:36,820
+هى خطه هى خط فكل perceptron عامل اللى بيعمل خط
+
+178
+00:13:36,820 --> 00:13:38,940
+واحد وهذا كلنا قولناه لما اتكلمنا عن ال perceptron
+
+179
+00:13:38,940 --> 00:13:42,080
+بيعطينا خط واحد فكنت محتاج two perceptrons الحقيقة
+
+180
+00:13:42,080 --> 00:13:45,920
+واحد اتنين اللى هم كانوا في ال hidden طيب الان
+
+181
+00:13:45,920 --> 00:13:49,760
+الاتنين هدولة بده اقوله ندير بالك الخط هده و الخط
+
+182
+00:13:49,760 --> 00:13:53,480
+هده هم واحد مع بعض يعني خد النتيجة لما بينهما معنا
+
+183
+00:13:53,480 --> 00:13:59,050
+ذلك انه صارت بده andالهم كأن هدول ال input سبعونهم
+
+184
+00:13:59,050 --> 00:14:06,150
+وهد ال end اللي خاصة فيهم واضحة الآن كيف ان حلت
+
+185
+00:14:06,150 --> 00:14:09,310
+مشكلة ال non linearity باستخدام linear بس
+
+186
+00:14:09,310 --> 00:14:13,550
+multilinear خط أول خط تاني و بعدين عملناهم تجميع
+
+187
+00:14:13,550 --> 00:14:16,370
+مع بعض عملناهم تجميع مع بعض وهو هذا فعليا اللي تم
+
+188
+00:14:16,370 --> 00:14:20,370
+.. يا سيد رفي .. هو هذا فعليا اللي تم معانا هنا
+
+189
+00:14:20,370 --> 00:14:23,550
+بحيث
+
+190
+00:14:23,550 --> 00:14:30,790
+أنه هذا الخط الأولواللي كان يمثل إيش؟ يمثل and هنا
+
+191
+00:14:30,790 --> 00:14:34,330
+يمثل and على اعتبار أن كل هدولة كأنه صفر وهذا
+
+192
+00:14:34,330 --> 00:14:37,650
+الوحيد اللي واحد طبعا بعد هيك بالإشارات ممكن أنت
+
+193
+00:14:37,650 --> 00:14:40,530
+بستاكس إشارات ال weights كأنك عكستهم هدولة اللي
+
+194
+00:14:40,530 --> 00:14:45,690
+كلهم واحد وهذا اللي صفر فهذه كأنها فعليا أصبحت عكس
+
+195
+00:14:45,690 --> 00:14:51,960
+ال andففي الأولى تمثل لنا decision أول التانية
+
+196
+00:14:51,960 --> 00:14:59,420
+تمثل عكس ال .. ال .. ال .. ال or عكس ال or تمام
+
+197
+00:14:59,420 --> 00:15:02,180
+الان بدنا نجمحهم مع بعض فهيكون decision boundary
+
+198
+00:15:02,180 --> 00:15:07,280
+لمين لل neuron التالتة اللى هى كانت رقم خمسة رقم
+
+199
+00:15:07,280 --> 00:15:09,440
+خمسة هى اللى بتجمع الاتنين مع بعض هذه كانت رقم
+
+200
+00:15:09,440 --> 00:15:14,880
+تلاتةهذه ناتج رقم 4 على حالها وهنا ناتج الاتنين مع
+
+201
+00:15:14,880 --> 00:15:18,240
+بعض ومن اللي جمعتهم الحقيقة مع بعض النود الأخيرة
+
+202
+00:15:18,240 --> 00:15:23,620
+ال output اللي هو رقم 5 طيب
+
+203
+00:15:23,620 --> 00:15:26,920
+الآن كيف ممكن أسرع الشغل أنا والله ال 224 مش
+
+204
+00:15:26,920 --> 00:15:30,000
+عاجباني مثلا أنت تقول الله هيك طولت البرنامج أخد
+
+205
+00:15:30,000 --> 00:15:33,120
+وقت طويل كيف ممكن أعدله كيف ممكن أظبطه بكل بساطة
+
+206
+00:15:33,120 --> 00:15:33,760
+بتظبطه
+
+207
+00:15:37,750 --> 00:15:45,110
+إنه نغير مثلا الـ sigmoid ل hyperbolic tangent
+
+208
+00:15:45,110 --> 00:15:50,130
+sigmoid ال hyperbolic sigmoid اللي هو بنغيرها بدل
+
+209
+00:15:50,130 --> 00:15:54,330
+ما هي واحد على واحد plus exponential x لحالها بنحط
+
+210
+00:15:54,330 --> 00:15:58,340
+معاها parameters تانيةفبتصير المعادلة كالتالي
+
+211
+00:15:58,340 --> 00:16:03,380
+معدلة ال output 2A عملية تسريع بنحاول على 1 plus
+
+212
+00:16:03,380 --> 00:16:07,940
+فصارت هنا 2A بدل 1 plus exponential بدل ما كانت
+
+213
+00:16:07,940 --> 00:16:14,040
+minus X لحاله ضربناها في مين في gain B كله minus A
+
+214
+00:16:14,040 --> 00:16:18,300
+في هذه المعادلة الحقيقة صرعت و وجدوا أنه ممكن نضيف
+
+215
+00:16:18,300 --> 00:16:25,780
+لها نحط A كأفضل قيمة ممكنة 1.7 و B 0.667يمكن
+
+216
+00:16:25,780 --> 00:16:29,220
+ملاقاتش كتير استحسن، حقيقة الناس دلت يتفضل
+
+217
+00:16:29,220 --> 00:16:33,580
+السيجمويد العادية لأنه أبسط في الشغل، دلوا يفضلوا
+
+218
+00:16:33,580 --> 00:16:35,860
+السيجمويد العادية، خصوص أن هذا لسه بدنا عملية
+
+219
+00:16:35,860 --> 00:16:39,540
+نعملها derivative عشان نعمل عكس، ففضلوا أنه لأ
+
+220
+00:16:39,540 --> 00:16:42,640
+يضلوا عالمين، الناس كتير الحقيقة فضلوا هذا الكلام،
+
+221
+00:16:42,640 --> 00:16:45,720
+طيب، وجدوا اتجاه أخر ممكن نعمله في عملية
+
+222
+00:16:45,720 --> 00:16:49,220
+acceleration للنتائج، هي ال momentum turn، ال
+
+223
+00:16:49,220 --> 00:16:54,640
+momentum turnمن خلال إنه لأ، Delta W ما تكونش
+
+224
+00:16:54,640 --> 00:17:00,000
+عبارة عن Alpha في الـY في Delta بس، لأ، أنا ممكن
+
+225
+00:17:00,000 --> 00:17:03,640
+آخد قيمة Delta السابقة، إذا كان أنا في
+
+226
+00:17:03,640 --> 00:17:07,640
+الـIteration 5 أو 6 أو 7 أو 8، البعيدة هذه، طيب،
+
+227
+00:17:07,640 --> 00:17:10,860
+Delta الآن طلعت موجبة، طيب، Delta تاعت المرة اللي
+
+228
+00:17:10,860 --> 00:17:15,260
+فاتت، كيف كانت؟ إذا كانت موجبة، معناته أنا محتاج
+
+229
+00:17:15,260 --> 00:17:19,480
+أرجع أزودها معاهم، لأنه واضح إن اتجاهي صحيح،Delta
+
+230
+00:17:19,480 --> 00:17:23,240
+كانت موجبة، يعني أنا محتاج أزود قيمة الـW. طيب، في
+
+231
+00:17:23,240 --> 00:17:25,780
+الـIteration اللي وراها، برضه Delta كانت موجبة،
+
+232
+00:17:25,780 --> 00:17:29,620
+معناته محتاج برضه لسه أزود قيمة الـW. عشان ذلك، لو
+
+233
+00:17:29,620 --> 00:17:35,680
+زودت قيمة الـDelta السابقة، كأنك سرعت الزيادة،
+
+234
+00:17:35,680 --> 00:17:39,400
+كأنك بتسرحها، مدام أنت في الـIteration السابق، يا
+
+235
+00:17:39,400 --> 00:17:43,100
+قيمة الـW كنت محتاجة تزيدي، طيب زودناكي، إجينا
+
+236
+00:17:43,100 --> 00:17:47,660
+حسبنا، برضه لجناكي بلسة بدك تزيدي،خلاص لأ بنزودك
+
+237
+00:17:47,660 --> 00:17:52,620
+كتير، بنعطيك زيادة أكبر عشان ذلك روحنا جمعنا قيمة
+
+238
+00:17:52,620 --> 00:17:55,900
+Delta السابقة، مش ال filtration P، filtration P
+
+239
+00:17:55,900 --> 00:17:59,180
+minus one بس مضروبة في gain، ال gain هذا عادة
+
+240
+00:17:59,180 --> 00:18:03,340
+بيكون قيمة أقل من الواحد، من صفر لواحد، كتير
+
+241
+00:18:03,340 --> 00:18:08,060
+بفضلوا يستخدموها 95%، 90%، 85%، بس بيكون في ال
+
+242
+00:18:08,060 --> 00:18:11,040
+range هذا تقريبا، في ال range هذا، هذه المعادلة
+
+243
+00:18:11,040 --> 00:18:14,300
+اللي هي صارت ال momentum الزخم يعني، يعني أنا بخلي
+
+244
+00:18:15,100 --> 00:18:18,360
+قيمة Delta يكون فيها زخم أكتر، إذا كان والله هي
+
+245
+00:18:18,360 --> 00:18:21,520
+دايما اتجاهها موجب، معناته المفروض أنا بدي أحاول
+
+246
+00:18:21,520 --> 00:18:24,700
+أزودها، وهي بتزيد بشواش، مش زي ما أنا بدي، بروح
+
+247
+00:18:24,700 --> 00:18:29,040
+بضيف لها كمان term زيادة، فبعطيها زخمالـ Momentum
+
+248
+00:18:29,040 --> 00:18:33,860
+Constant تبعنا اللي هو .. شوفنا قيمة Beta هذا
+
+249
+00:18:33,860 --> 00:18:38,580
+بتسميه Generalized Delta Rule .. Delta Rule طيب،
+
+250
+00:18:38,580 --> 00:18:41,760
+إيش حسنت هذه حقيقة عندنا؟ لنفس المثال هو هو ..
+
+251
+00:18:41,760 --> 00:18:45,920
+بتاعة الـ XOR لكن عمللي convergence الحقيقة بعد
+
+252
+00:18:45,920 --> 00:18:54,080
+كده؟ بعد 126 Epochs هذه
+
+253
+00:18:54,080 --> 00:18:54,660
+نتيجة
+
+254
+00:18:58,010 --> 00:19:02,990
+الـ momentum اني زوّدتله term صار اسمه momentum،
+
+255
+00:19:02,990 --> 00:19:06,870
+كويس هذه اللي هي البسيطة اللي كانت classic خلّيني
+
+256
+00:19:06,870 --> 00:19:09,670
+نسميها، اذا شزلنا التعبير، خلّيني نقول اسمها
+
+257
+00:19:09,670 --> 00:19:12,670
+classic العادية بدون ما نعملش اي acceleration،
+
+258
+00:19:12,670 --> 00:19:18,150
+تمام، الآن السابق هذه النتائج بتاعتها ال learning
+
+259
+00:19:18,150 --> 00:19:21,390
+rate اللي هي Alpha أنا مالعبتش فيها، مغيرتاش، دلت
+
+260
+00:19:21,390 --> 00:19:26,630
+0.10.1 طب ليش خلتها 0.1 طب مايمكن هتكون بتأثر في
+
+261
+00:19:26,630 --> 00:19:30,810
+النتائج الحقيقة هي بتأثر يعني حقيقة للأمن هي بتأثر
+
+262
+00:19:30,810 --> 00:19:36,430
+بمعنى إذا كان وجدت إنه ال change في ال error
+
+263
+00:19:36,430 --> 00:19:39,830
+السابق و ال error الحالي هو نفس الإشارة نفس
+
+264
+00:19:39,830 --> 00:19:43,050
+الإشارة بمعنى هتنشوف التعديلات اللي ممكن بناء
+
+265
+00:19:43,050 --> 00:19:48,170
+عليها ناخدSince جديش قضي أزودها قيمة Alpha ولا
+
+266
+00:19:48,170 --> 00:19:52,250
+أجللها If the change of sum of squared errors has
+
+267
+00:19:52,250 --> 00:19:56,210
+the same sign for several consequent epochs إذا
+
+268
+00:19:56,210 --> 00:19:59,310
+لاجأت إنه دائما ال error موجب، دائما موجب، موجب،
+
+269
+00:19:59,310 --> 00:20:02,590
+موجب، موجب، موجب، موجب، ال error، معناه ذلك إنه لأ
+
+270
+00:20:02,590 --> 00:20:08,670
+أنا محتاج هنا أزود قيمة Alphaمحتاجين نزود قيمة
+
+271
+00:20:08,670 --> 00:20:12,330
+Alpha على أساس أنه ال term الإضافي اللي هو قيمة
+
+272
+00:20:12,330 --> 00:20:16,930
+Alpha وين بتبين؟ بتبين في Delta W اللي هي بتسوي ال
+
+273
+00:20:16,930 --> 00:20:22,590
+Alpha في ال X في ال error في ال error أنا كنت
+
+274
+00:20:22,590 --> 00:20:27,170
+حاططها 0.1 يعني أنا مجلل قيمة ال term هذا جللنا
+
+275
+00:20:27,170 --> 00:20:31,450
+قيمته تأثيره فوجدت أنه لأ مزال ال error بيظل موجب
+
+276
+00:20:31,450 --> 00:20:34,870
+أو إذا كان سالب بيظل دايما سالب معناه ذلك أن أنا
+
+277
+00:20:34,870 --> 00:20:39,190
+محتاج أسرع شويةأسرع شوية إيش يعني؟ يعني قيمة دلتة
+
+278
+00:20:39,190 --> 00:20:42,990
+هذه خليها تاخد جنب أوسع بعدين بدي أدرم .. بدي أقول
+
+279
+00:20:42,990 --> 00:20:54,150
+delta P plus واحد تساوي W P plus delta W ومع ذلك
+
+280
+00:20:54,150 --> 00:20:57,950
+باجد أنه كل مرة لأ لسه بدها زيادة لسه بدها زيادة
+
+281
+00:20:57,950 --> 00:21:01,750
+لسه بدها زيادة طب ما أزود قيمة delta W هذه إهوية
+
+282
+00:21:01,750 --> 00:21:07,000
+واحدة نزودها كتيركيف؟ أني أزود قيمة Alpha، نزود
+
+283
+00:21:07,000 --> 00:21:11,080
+قيمة Alpha، كويس، إذا كان Negative برضه، بدنا نزود
+
+284
+00:21:11,080 --> 00:21:14,360
+قيمة Alpha، ليش؟ لأنه مين اللي بيحدد Negative ولا
+
+285
+00:21:14,360 --> 00:21:17,640
+Positive؟ الـError، فأنا مش هلعب في الإشارة، مش
+
+286
+00:21:17,640 --> 00:21:22,000
+هغير في الإشارة، لكن بزود اتجاه الحركة، بدل ما كنت
+
+287
+00:21:22,000 --> 00:21:25,140
+بمشي زي ما أقول خطوة خطوة، سانتي سانتي على الأرض،
+
+288
+00:21:25,140 --> 00:21:30,210
+لأ بمشي متر مترتمام؟ كويس، هذه أول حاجة بدنا نفكر
+
+289
+00:21:30,210 --> 00:21:34,330
+فيها، أما إذا لاجينا إنه ال sign ل some squared
+
+290
+00:21:34,330 --> 00:21:39,030
+errors تتغير، بمعنى إنه delta المرة هذه كانت
+
+291
+00:21:39,030 --> 00:21:44,350
+موجبة، المرة السابقة كانت سالبة، معنى ذلك إيش اللي
+
+292
+00:21:44,350 --> 00:21:48,590
+صار؟ يعني في optimal point هنا، في نقطة optimal ل
+
+293
+00:21:48,590 --> 00:21:51,070
+W، أنا مرة كنت أقل منها،
+
+294
+00:21:53,530 --> 00:21:59,490
+كويس؟ فكانت بالموجة بال error و مرة اللي وراها صرت
+
+295
+00:21:59,490 --> 00:22:05,310
+أعلى منها فصرت بالسالب صحيح؟ تمام؟ معناه ده لكل
+
+296
+00:22:05,310 --> 00:22:09,650
+اللي مطلوب أنه ال jump هادي أجللها أجلل ال term
+
+297
+00:22:09,650 --> 00:22:14,070
+تبع delta W عشان أجلله معناته Alpha جللوها يا
+
+298
+00:22:14,070 --> 00:22:21,520
+جماعة شوية خليها تصير 0.09 0.05 حتىجللوها شوية
+
+299
+00:22:21,520 --> 00:22:24,880
+لإيش عساس أنه بدل ما أعمل jump لهنا لأ خلّي jump
+
+300
+00:22:24,880 --> 00:22:30,720
+لهنا مثلا فلاحظوا جربت أكتر على ال W الأنسب فهذا
+
+301
+00:22:30,720 --> 00:22:34,560
+أكيد هيأثر في الآخر أنه ال error أتوقع أنه هيجلب
+
+302
+00:22:34,560 --> 00:22:39,880
+بتصيرله زيادة في المقصان تبعه ففي الحالة هذه هنكون
+
+303
+00:22:39,880 --> 00:22:46,090
+محتاجين أن نجلل قيمة Alphaتمام هنقلله ضمن الرول
+
+304
+00:22:46,090 --> 00:22:49,110
+اللي احنا هنتكلم عنها ان ال adaptive learning rate
+
+305
+00:22:49,110 --> 00:22:52,250
+هيطلب مننا مجموعة التغييرات في ال algorithm اللي
+
+306
+00:22:52,250 --> 00:22:55,230
+خاص بال back propagation اني احط مجموعة يعني
+
+307
+00:22:55,230 --> 00:22:59,270
+parameters زيادة اقول إذا كان مجموع ال error بين
+
+308
+00:22:59,270 --> 00:23:04,380
+ال current epoch exceeds the previous valueإذا كان
+
+309
+00:23:04,380 --> 00:23:08,560
+تجاوز القيمة السابقة، بمعنى إن الـError كان قيمة
+
+310
+00:23:08,560 --> 00:23:13,820
+معينة، نفترض قيمة Error 1، المرة القادمة، الـError
+
+311
+00:23:13,820 --> 00:23:21,860
+صار 1.05% من قيمته السابقة، أو 4% عفواً، 1.04،
+
+312
+00:23:21,860 --> 00:23:25,420
+بمعنى إن الـError زاد، على طول، إيش تروح تعمل يا
+
+313
+00:23:25,420 --> 00:23:32,330
+Algorithm؟ اضرب لي قيمة Alpha في 0.7يعني إذا كنت
+
+314
+00:23:32,330 --> 00:23:37,750
+بستخدم 0.1 أضربها في 0.7 صارت 0.07 معناته هذه قيمة
+
+315
+00:23:37,750 --> 00:23:43,670
+Alpha لجديدة أضرب في ال Alpha هذه أضرب في ال Alpha
+
+316
+00:23:43,670 --> 00:23:47,610
+هذه إذا وجدنا إنه ال error قاعد بزيد كويس أما إذا
+
+317
+00:23:47,610 --> 00:23:51,630
+كان ال error أقل من ال error السابق معناته اتجاهي
+
+318
+00:23:51,630 --> 00:23:56,770
+صحأنا ماشي هيك كويس، إيش بروح بسوي؟ بدي أزود ال
+
+319
+00:23:56,770 --> 00:24:00,390
+learning rate، معدل التعلم هذا، بدي أعطيه زيادة
+
+320
+00:24:00,390 --> 00:24:04,950
+أكتر، فبروح بضربه أو بجمع عليه خمسة في المية من
+
+321
+00:24:04,950 --> 00:24:09,530
+قيمته، بنجمع عليه خمسة في المية من قيمته، فبنضربه
+
+322
+00:24:09,530 --> 00:24:13,450
+في واحد فاصلة صفر خمسة، في واحد فاصلة صفر خمسة،
+
+323
+00:24:13,450 --> 00:24:15,870
+هذه طبعا أرقام بال algorithm أنتوا عارفين، كلكم
+
+324
+00:24:15,870 --> 00:24:19,950
+مبرمجينو عارفين ان الكلام هذا بسيط جدا يعني هذا
+
+325
+00:24:19,950 --> 00:24:23,990
+معادلة بسيطة جدا مجرد if then بين قيمة سابقة لل
+
+326
+00:24:23,990 --> 00:24:27,670
+error و قيمة لاحقة لمجموع ال error وبناء عليها
+
+327
+00:24:27,670 --> 00:24:31,370
+بتضرب قيمة alpha الجديدة يعني مجرد هو algorithm
+
+328
+00:24:31,370 --> 00:24:34,250
+برمجيا مافيش فيه إشي .. مافيش فيه إشي لكن إيش
+
+329
+00:24:34,250 --> 00:24:38,500
+بيأثر الحقيقة؟ بيأثر إن أنا صرت أتعامل معlearning
+
+330
+00:24:38,500 --> 00:24:43,580
+rate مختلف أو متباين متغير هذه ال error ببدأ ينزل
+
+331
+00:24:43,580 --> 00:24:47,020
+ينزل ينزل ينزل كويس فكل مرة أقل من اللي جابلها و
+
+332
+00:24:47,020 --> 00:24:50,600
+مادام كل مرة أقل من اللي جابلها إيش بروح بسويه ال
+
+333
+00:24:50,600 --> 00:24:53,140
+learning rate بزوده كل مرة بزيد كل مرة بزيد كل مرة
+
+334
+00:24:53,140 --> 00:24:55,580
+بزيد بزيد خمسة في المية عن السابقة بزيد كل مرة
+
+335
+00:24:55,580 --> 00:24:57,580
+خمسة في المية كل مرة خمسة في المية كل مرة خمسة في
+
+336
+00:24:57,580 --> 00:25:00,560
+المية كل مرة خمسة في المية لما يصل هنا هنا الحقيقة
+
+337
+00:25:00,560 --> 00:25:03,740
+ال error وجدت إنه إيش عمل بكي ممكن مش باين كتير في
+
+338
+00:25:03,740 --> 00:25:09,040
+الرسم بس عمله طلع شويةعلي شوية ف automatic ايش صار
+
+339
+00:25:09,040 --> 00:25:11,720
+في مين؟ في ال learning rate لأ بديت اضربه في فاصلة
+
+340
+00:25:11,720 --> 00:25:15,380
+سبعة كل مرة اضربه في فاصلة سبعة فضربناه في فاصلة
+
+341
+00:25:15,380 --> 00:25:20,980
+سبعة بده ينزل ينزل ينزل لما في المنطقة هنا اللي
+
+342
+00:25:20,980 --> 00:25:26,430
+بده يرتفع فيها يرجع ينزل تاني يعني لو هذا قوسفى
+
+343
+00:25:26,430 --> 00:25:30,630
+بدايته بيعلى بعد شوية بيبدأ ينزل بدأ ينزل هنا
+
+344
+00:25:30,630 --> 00:25:35,330
+بدأنا بدأ ال algorithm يرفع شوية القيمة انه يرجع
+
+345
+00:25:35,330 --> 00:25:39,970
+يضربها كل مرة في إيش في يجمع عليها 5% يعني يضربها
+
+346
+00:25:39,970 --> 00:25:45,490
+في 1.05 كويس بعد شوية ينزل نزل نزل نزل تمام لما
+
+347
+00:25:45,490 --> 00:25:50,980
+وصل هنا لل peak هذهرجع الي تاني ال error فرجع نزل
+
+348
+00:25:50,980 --> 00:25:57,980
+ال learning rate نزل ال learning rate و بده ينزل و
+
+349
+00:25:57,980 --> 00:26:00,720
+هنا بده شوية شوية يطلع لعند ما خلص ووقفت ال .. هو
+
+350
+00:26:00,720 --> 00:26:05,860
+وصل فعليا لل error المطلوب خلصناه بس وصل امتى؟ وصل
+
+351
+00:26:05,860 --> 00:26:14,780
+بعد 103 epochs فإذا باستخدام ال
+
+352
+00:26:14,780 --> 00:26:15,540
+learning
+
+353
+00:26:19,170 --> 00:26:25,350
+rate او ال adaptive adaptive
+
+354
+00:26:25,350 --> 00:26:31,950
+مظبوط learning rate وصل لقداش 103 بعد 103 يعني
+
+355
+00:26:31,950 --> 00:26:35,350
+واضح انه أقل من ال classic أصلا أقل من ال classic
+
+356
+00:26:35,350 --> 00:26:39,110
+تمام الآن لو استخدمنا الاتنين مع بعض اللي هو ال
+
+357
+00:26:39,110 --> 00:26:43,710
+momentum و ال adaptive learning rate فإذا adaptive
+
+358
+00:26:43,710 --> 00:26:47,750
+learning rate plus ال momentum
+
+359
+00:26:52,590 --> 00:26:59,090
+الحقيقة جدش طلعتنا حلت ان الموضوع بعد 85 ابق يعني
+
+360
+00:26:59,090 --> 00:27:04,330
+وصلنا تقريبا لتلت لتلت الحالة ال classic فطبعا تلت
+
+361
+00:27:04,330 --> 00:27:11,350
+عدد الخطوات معناه بالمعنى الواضح تلت الزمن تلت
+
+362
+00:27:11,350 --> 00:27:16,080
+الوقت اللي انا محتاجه ال execution timeطيب، كويس،
+
+363
+00:27:16,080 --> 00:27:20,780
+هيك بنكون عملنا acceleration للموضوع السؤال الآن و
+
+364
+00:27:20,780 --> 00:27:26,980
+اللي بدنا نجاوب عليه، هل ال brain تبعنا بس بيفكر؟
+
+365
+00:27:26,980 --> 00:27:32,620
+فقط، لحقيقة لأ، في ميزة تانية مهمة جدا، وهذه احنا
+
+366
+00:27:32,620 --> 00:27:36,680
+بنقول في ناس عندهم ملكة التفكير، لكن بيحفظش، و في
+
+367
+00:27:36,680 --> 00:27:40,400
+ناس في المقابل عندهم الحفظطيب، الـ neural network،
+
+368
+00:27:40,400 --> 00:27:44,740
+مدام هي عملتلنا محكالة لـ brain، هل عندها القدرة
+
+369
+00:27:44,740 --> 00:27:48,580
+أن تعمل هذا الكلام؟ الحقيقة نعم، بنقدر نعمل هذا
+
+370
+00:27:48,580 --> 00:27:53,500
+الكلام، بس بدنا model آخر لـ neuron
+
+371
+00:27:54,320 --> 00:27:57,940
+أو الـ neural network بتاعتنا اللي هي نكيفها أنها
+
+372
+00:27:57,940 --> 00:28:02,080
+تقدر تكون تعمل حفظ ليش؟ لأن الإنسان ببساطة ممكن
+
+373
+00:28:02,080 --> 00:28:07,420
+يميز شخص بعرفه في بيئة جديدة عليه في حدود زمنيا
+
+374
+00:28:07,420 --> 00:28:11,060
+يعني في حدود maximum 200 millisecond بقدر يميز
+
+375
+00:28:11,060 --> 00:28:14,340
+الشخص اللي قدامه حتى لو في مكان هو غير مألوف
+
+376
+00:28:14,340 --> 00:28:18,560
+بالنسباله غير مألوف بالنسباله ممكن جدا ال sense
+
+377
+00:28:18,560 --> 00:28:24,990
+تبعه يخلييشمل أو يربط الصوت مع الصورة، مع المشهد
+
+378
+00:28:24,990 --> 00:28:29,490
+اللي حواليه، و بذاكرة معينة، فيظل متذكرهم بشكل
+
+379
+00:28:29,490 --> 00:28:34,990
+مستمر، حتى لدرجة إنه ممكن يشوف صاحبه و يسترجع هو
+
+380
+00:28:34,990 --> 00:28:38,870
+كيف أخر مرة شافه، فيقوله هيك حالج شعرك، هيك مش
+
+381
+00:28:38,870 --> 00:28:42,870
+عارف عمل كذا، ليش؟ بيسترجع الذاكرة السابقة عنده،
+
+382
+00:28:42,870 --> 00:28:46,350
+فمش بالضروري يشوفه بنفس الهيئة اللي كان مخزنها
+
+383
+00:28:46,350 --> 00:28:51,350
+سابقا عنده، لأ، هو بعمل عملية حفظ، بس حفظبتصرف
+
+384
+00:28:51,350 --> 00:28:54,650
+يعني خلينا نسميها مش حفظ تقليدي زي ما بيعمل
+
+385
+00:28:54,650 --> 00:28:59,370
+الكمبيوتر أنه بحفظ الصورة إذا كان one pixel اختلفت
+
+386
+00:28:59,370 --> 00:29:02,930
+بيقول لأ هذه مش مطابقة هي مش مطابقة الجثة القصة
+
+387
+00:29:02,930 --> 00:29:08,570
+أنه بدي أحفظها بس أحفظ المميزات الأساسية اللي
+
+388
+00:29:08,570 --> 00:29:12,130
+بتميز الصورة نفسها هذا الكلام الحقيقي ممكن يتم من
+
+389
+00:29:12,130 --> 00:29:16,060
+خلال حاجة اسمها Recurrentneural network او
+
+390
+00:29:16,060 --> 00:29:20,900
+التكرارية ال neural network التكرارية بدنا نحكي
+
+391
+00:29:20,900 --> 00:29:23,200
+كلام كتير احنا عارفين اننا بنعمل associative لل
+
+392
+00:29:23,200 --> 00:29:25,700
+characteristics اللي بنحتاجها بمعنى ان انا بعمل
+
+393
+00:29:25,700 --> 00:29:29,840
+مشاركة للصوت مع الصورة مع اللي هو الشكل لو بدك
+
+394
+00:29:29,840 --> 00:29:34,280
+تعرف .. تتعرف على واحد فبتعمل دائما match أو
+
+395
+00:29:34,280 --> 00:29:40,280
+associationلا صوته مع صورته مع هيقته هو تخين ولا
+
+396
+00:29:40,280 --> 00:29:43,660
+رفيع ولا خميل كل هذه كلها بتصير عندك في دماغك بحيث
+
+397
+00:29:43,660 --> 00:29:47,660
+انه لو لو حتى كان بمشي بظهره قدامك ممكن من خلال
+
+398
+00:29:47,660 --> 00:29:51,680
+هيقته تعرف رغم ان انت ماشوفتش وجهه فهذه عوامل
+
+399
+00:29:51,680 --> 00:29:55,020
+كتيرة الحقيقة لدماغك بيعملها فعليا هيك لدماغك
+
+400
+00:29:55,020 --> 00:29:58,980
+بيعملها الكلام ده هنعمله من خلال ال model اللي
+
+401
+00:29:58,980 --> 00:30:03,010
+احنا شايفينه قدامنا هي لايار واحدة بسفقط هي layer
+
+402
+00:30:03,010 --> 00:30:06,690
+واحدة لا أكثر ولا أقل just one layer ال one layer
+
+403
+00:30:06,690 --> 00:30:10,990
+هادي بهذا الشكل بس بنعمل feedback بنعمل لها
+
+404
+00:30:10,990 --> 00:30:14,630
+feedback ال feedback هادي ال output الأول برجع
+
+405
+00:30:14,630 --> 00:30:18,870
+بعيد توصيله ل الباجئ ال inputs لكن مش لل input
+
+406
+00:30:18,870 --> 00:30:24,770
+تبعه مش لل input اللي خاص فيه التانية بنرجع نوصلها
+
+407
+00:30:24,770 --> 00:30:29,930
+للكل إلا لاتنينand so on بهذا الشكل بهذا الشكل و
+
+408
+00:30:29,930 --> 00:30:37,530
+بنبدأ نعطي صورة في ال input تمام و ال input هذا هو
+
+409
+00:30:37,530 --> 00:30:40,790
+نفسه هيجي لل output فهيكونوا في بداية ال iteration
+
+410
+00:30:40,790 --> 00:30:45,070
+متساويين و بعد هيك نبدأ نضرب الأسهم هذه هي ال
+
+411
+00:30:45,070 --> 00:30:49,010
+weights تبعتنا هي مجموعة ال weights تبعتنا بحيث ان
+
+412
+00:30:49,010 --> 00:30:54,410
+يضربها كل قيمة output يضربه في weight و يوزعه لل
+
+413
+00:30:54,410 --> 00:31:00,190
+other inputs مش لإلهفكل واحدة من ال nodes هدول
+
+414
+00:31:00,190 --> 00:31:04,250
+هتتأثر بال other neurons فكل neuron متأثر بال
+
+415
+00:31:04,250 --> 00:31:08,110
+other neurons فعملت حاجة زي المساهمة ال
+
+416
+00:31:08,110 --> 00:31:11,390
+association ال association كل حاجة بتأثر على
+
+417
+00:31:11,390 --> 00:31:16,070
+التانية الكلام هذا بيظل مستمر لما نجد ان ال input
+
+418
+00:31:16,070 --> 00:31:21,340
+و ال output مع ال weights ثبتوابمعنى مش هيتغير مش
+
+419
+00:31:21,340 --> 00:31:24,960
+محتاج اغير ال weights ال weights عمل مشاركة بينهم
+
+420
+00:31:24,960 --> 00:31:29,280
+عمل بينهم مشاركة ان ال input هو نفس ال output ففي
+
+421
+00:31:29,280 --> 00:31:34,780
+الحالة هذه المعلومة اللي انا مدخلها حفظت حفظت ولكن
+
+422
+00:31:34,780 --> 00:31:39,500
+مش matching full matching اللي هو لأ لازم يكون
+
+423
+00:31:39,500 --> 00:31:42,940
+مطابق لأ مش متبينه مطابق بمعنى انه لو دخلت نفس
+
+424
+00:31:42,940 --> 00:31:47,980
+الصورة لكن في قيم مختلفة فبروح بجربليها كنتج لأجرب
+
+425
+00:31:47,980 --> 00:31:54,080
+صورة لهلأقرب صورة أو معلومة كانت مخزنةعنده هذه
+
+426
+00:31:54,080 --> 00:31:58,580
+عشان نعملها ال output تبعها ك activation function
+
+427
+00:31:58,580 --> 00:32:02,380
+هنشتغل على ال sign activation function بالنسبة لكل
+
+428
+00:32:02,380 --> 00:32:05,600
+node من ال nodes هذه اللي هي موجة بواحد إذا أكبر
+
+429
+00:32:05,600 --> 00:32:09,500
+من صفر ال input سالب واحد إذا أقل من الصفر لكن عند
+
+430
+00:32:09,500 --> 00:32:14,160
+الصفر ال input بنخليه كما هو بس هاي الفرق الوحيد
+
+431
+00:32:14,160 --> 00:32:19,280
+هنحط بس نضيف الجزئية هذه أنه ال output هو نفسه ال
+
+432
+00:32:19,280 --> 00:32:22,240
+output السابق إذا كان ال input zero
+
+433
+00:32:25,380 --> 00:32:31,100
+طيب الان بندخل مجموعة ال y1 و y2 to yn .. to yn
+
+434
+00:32:31,100 --> 00:32:33,500
+هدولة اللي هي مجموعة ال output لكل ال nodes
+
+435
+00:32:33,500 --> 00:32:36,860
+بتاعتنا و هيكون عبارة عن vector لان احنا ثم و شفنا
+
+436
+00:32:36,860 --> 00:32:40,240
+كان عبارة عن vector ال vector هده مجدش عدد ال
+
+437
+00:32:40,240 --> 00:32:42,880
+nodes .. ال nodes تبعته او ال neurons عددهم n
+
+438
+00:32:42,880 --> 00:32:48,260
+فمعنى ذلك محتاج vector ب n elements بهذا الشكل فهي
+
+439
+00:32:48,260 --> 00:32:51,740
+هتكون ال output و اللي المفروض تتطابق تصير ال
+
+440
+00:32:51,740 --> 00:32:57,870
+input .. تطابق ال input بحيثإن الـ W، الـ W، اللي
+
+441
+00:32:57,870 --> 00:33:01,250
+هي قيم الـ Weights، مش هنعملها تعديل، لأ، أنا
+
+442
+00:33:01,250 --> 00:33:06,750
+هعملها حساب.عملية حساب مباشرة بمعنى one step خلصنا
+
+443
+00:33:06,750 --> 00:33:09,530
+ان انا عملها training انتهت الشبكة ال hope field
+
+444
+00:33:09,530 --> 00:33:14,490
+اتعلمت خلاص عبارة عن W تساوي وهذه خلّيني اكتبها
+
+445
+00:33:14,490 --> 00:33:18,770
+على جنب عشان لاحقا نطبقها على المثال و نتعلم بدل
+
+446
+00:33:18,770 --> 00:33:22,350
+ما نضيع وقتنا لوجت في شريحة و هي مش واضحة ناخد
+
+447
+00:33:22,350 --> 00:33:27,990
+المثال تبعها بكون أفضل هتكون ال W تساوي summation
+
+448
+00:33:27,990 --> 00:33:36,350
+من M بتساوي واحد to capital Mto capital M ل Y M
+
+449
+00:33:36,350 --> 00:33:43,810
+small في Y هي نفسها transpose ناقص M في I مبدأيا
+
+450
+00:33:43,810 --> 00:33:49,570
+ال M هذه هي عدد ال states اللي انا محتاج احفظهم
+
+451
+00:33:49,570 --> 00:33:53,250
+يعني اكم صورة محتاج احفظ اتنين تلاتة خمسة عشر
+
+452
+00:33:53,250 --> 00:33:56,330
+عشرين تلاتين خمسين اكم صورة محتاج احفظهم فهذه هي
+
+453
+00:33:56,330 --> 00:33:59,510
+قيمة ال M اللي هي number of states to be memorized
+
+454
+00:33:59,510 --> 00:34:06,460
+by the networkكويس ال I identity matrix هد ال
+
+455
+00:34:06,460 --> 00:34:10,560
+identity matrix كويس و ال Y هدولة هم ال vectors
+
+456
+00:34:10,560 --> 00:34:16,870
+تبعون ال ال states اللي أنا بده أحفظهمالحالات اللي
+
+457
+00:34:16,870 --> 00:34:21,050
+انا بده احفظها عندي خمسة عشر عشرين جدش عندي م م
+
+458
+00:34:21,050 --> 00:34:25,650
+states بجيب ال state الأولى مضروف في ال transports
+
+459
+00:34:25,650 --> 00:34:28,750
+تبعها زائد ال state التانية مضروفة في ال
+
+460
+00:34:28,750 --> 00:34:31,490
+transports تبعها والتالتة في ال transports تبعها
+
+461
+00:34:31,490 --> 00:34:36,150
+لما نصل لل state م مضروفة في ال transports تبعها
+
+462
+00:34:36,150 --> 00:34:42,310
+كله بنطرحه من identity matrix مضروفة في Mتمام جدا،
+
+463
+00:34:42,310 --> 00:34:46,170
+هناخد مثال، المثال اللي أحنا شايفينه أمامنا، لو
+
+464
+00:34:46,170 --> 00:34:50,250
+أنا بدأ أعمل عملية حفظ لنقطتين من ال .. من ال ..
+
+465
+00:34:50,250 --> 00:34:56,890
+ال cube هذا كامل على بعضه، بدأ أعمل حفظ لـ 1 1 1 و
+
+466
+00:34:56,890 --> 00:35:01,370
+minus one minus one minus one، بدأ أحفظهم، هدولة
+
+467
+00:35:01,370 --> 00:35:06,260
+بدنا نعملهم شبكة تحفظهمو كل ما بدخلهم يعطيني ..
+
+468
+00:35:06,260 --> 00:35:08,760
+اعملي matching لهم بس طبعا هكون matching زي ما
+
+469
+00:35:08,760 --> 00:35:12,820
+قلنا مستطابق كامل .. مستطابق كامل بقى انه لو صار
+
+470
+00:35:12,820 --> 00:35:16,020
+تغيير يقدر يسترجع لي واحدة منهم .. يقدر يسترجع
+
+471
+00:35:16,020 --> 00:35:20,060
+واحدة منهم و عشان نعمل هذا الكلام بدنا نحدد ال
+
+472
+00:35:20,060 --> 00:35:23,620
+states بتاعتنا ال states هي 1111و minus one minus
+
+473
+00:35:23,620 --> 00:35:27,840
+one minus one تمام و ال transpose تبعتهم بدل ما هم
+
+474
+00:35:27,840 --> 00:35:33,960
+vector one column بصير one row بهذا الشكل مافيش
+
+475
+00:35:33,960 --> 00:35:37,060
+فيه كتير مشكلة هدول بدنا نحفظهم عشان نحفظهم هنطبق
+
+476
+00:35:37,060 --> 00:35:41,720
+المعادلة اللي عندنا هي اضرب y واحد في ال transpose
+
+477
+00:35:41,720 --> 00:35:46,590
+تبعته زائد y اتنين في ال transpose تبعتهفي جد ياش
+
+478
+00:35:46,590 --> 00:35:49,850
+في ال identity مضروبة في اتنين هاي ال identity
+
+479
+00:35:49,850 --> 00:35:55,490
+مضروبة في اتنين طلع
+
+480
+00:35:55,490 --> 00:36:03,680
+هذا ال term طيب لاحظوا ال zeros اللي هناالـ zeros
+
+481
+00:36:03,680 --> 00:36:07,020
+اللي هنا معناته إنه كل state بترجعش لنفسها وهذا
+
+482
+00:36:07,020 --> 00:36:10,940
+قلناته وشرحنا في الشبكة على الشبكة نفسها إن كل
+
+483
+00:36:10,940 --> 00:36:14,520
+node بترجعش لنفسها فمعنى ذلك إنه واحد لو واحد
+
+484
+00:36:14,520 --> 00:36:18,860
+بترجعش Zero لكن لاتنين و تلاتة أه بتعطي اتنين و
+
+485
+00:36:18,860 --> 00:36:21,920
+تلاتة و هنا نفس الكلام اتنين بتعطي لو واحد تلاتة
+
+486
+00:36:21,920 --> 00:36:25,060
+بتعطي لو واحد بس اتنين بتعطيش لاتنين فهذه هو وجهة
+
+487
+00:36:25,060 --> 00:36:29,240
+قيمة ال weights قيمة ال weights تبعتنا عشان نجي
+
+488
+00:36:29,240 --> 00:36:36,000
+نجرب عليها هتجرب مثلاوحد وحد وحد هاي وحد وحد وحد
+
+489
+00:36:36,000 --> 00:36:39,580
+نضرب فيه لاحظوا جدا كيف جبنا ال weights هو واحدة
+
+490
+00:36:39,580 --> 00:36:44,040
+بس خلاص عملية ضرب واحدة خلصت انتهى تمام فبنقدر
+
+491
+00:36:44,040 --> 00:36:47,880
+نقول انه ال .. ال theta ممكن طبعا نجرب theta لكن
+
+492
+00:36:47,880 --> 00:36:51,040
+ال theta هنا عندنا ب zero في ال hope field بفضلوا
+
+493
+00:36:51,040 --> 00:36:55,480
+دايما يستخدموها بدون theta فبطلع برضه وحد وحد وحد
+
+494
+00:36:55,480 --> 00:36:57,960
+minus one minus one minus one برضه minus one minus
+
+495
+00:36:57,960 --> 00:37:02,080
+one طيب وباقي القيمما هو مش كل ال .. ال cube أطلع
+
+496
+00:37:02,080 --> 00:37:04,840
+ال .. ال corners بتاعة ال cube كانت القمتين هدول
+
+497
+00:37:04,840 --> 00:37:09,820
+بس، لأ، هنجد إنه كل الباقى ال others، كل واحدة من
+
+498
+00:37:09,820 --> 00:37:13,400
+ال two models أو ال states هدولة، هتجر حواليها
+
+499
+00:37:13,400 --> 00:37:17,900
+اللي أقربلها، أو هتعرف اللي أقربلها، وهدول الأتنين
+
+500
+00:37:17,900 --> 00:37:22,900
+نفسهم، هنسميهم ال fundamental memories،
+
+501
+00:37:22,900 --> 00:37:28,340
+اللي هوالاساسيين هدول ال two states الأساسية ال
+
+502
+00:37:28,340 --> 00:37:30,980
+fundamentals فحنلاقي أن أول fundamental memory
+
+503
+00:37:30,980 --> 00:37:34,800
+اللي هو 1111 هيجرئله مين؟ هيجرئله
+
+504
+00:37:34,800 --> 00:37:47,100
+(-11111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111
+
+505
+00:37:48,300 --> 00:37:54,180
+هنجد حياطين واحد واحد واحد على اعتبار انه هنشتغل
+
+506
+00:37:54,180 --> 00:37:59,640
+على .. وهذه بتاخدوا بالكم منها ال activation
+
+507
+00:37:59,640 --> 00:38:03,280
+function هذه هذه هي اللي هتتحولها مباشرة لواحد
+
+508
+00:38:03,280 --> 00:38:05,900
+واحد واحد اشتغلوا على activation function هذه
+
+509
+00:38:05,900 --> 00:38:12,970
+هتجدوا انه لو جربنا minus one one oneهتروح واحد
+
+510
+00:38:12,970 --> 00:38:17,210
+واحد واحد لو one minus one one او one one minus
+
+511
+00:38:17,210 --> 00:38:19,790
+one هتروح لواحد واحد واحد ليش لأنه هنجد ان في
+
+512
+00:38:19,790 --> 00:38:22,930
+اتنين matching واحد بس اللي اختلف هنا اتنين
+
+513
+00:38:22,930 --> 00:38:24,690
+matching واحد اللي اختلف هنا اتنين matching واحد
+
+514
+00:38:24,690 --> 00:38:27,890
+اللي اختلف في المقابل الباجيين اللي معظمهم فيهم
+
+515
+00:38:27,890 --> 00:38:32,480
+negatives هيروحوا مع السلب one سلب one سلب oneكـ
+
+516
+00:38:32,480 --> 00:38:35,540
+Fundamental Memory فهنجد ان الـ Fundamental Memory
+
+517
+00:38:35,540 --> 00:38:40,080
+سلب 1 سلب 1 سلب 1 لو دخلنا لهم للماتريكس للماتريكس
+
+518
+00:38:40,080 --> 00:38:45,760
+اللي ضربنا فيها minus 1 minus 1 1 هيرجع لمين minus
+
+519
+00:38:45,760 --> 00:38:50,260
+1 minus 1 minus 1 ليش هيرجعهم؟ لأن أنا من الأول
+
+520
+00:38:50,260 --> 00:38:54,620
+ضربت على الأتنين هدول بس يعني أنا قلتله خد بالك
+
+521
+00:38:54,620 --> 00:39:01,270
+هذا أحمر وهذا أسودللولد الصغير اللي لسه يدوب و
+
+522
+00:39:01,270 --> 00:39:04,930
+بيعرفش إيش يعني ألوان قلتله هذا أحمر وهذا أسود،
+
+523
+00:39:04,930 --> 00:39:10,010
+بس، هيروح على البيت، هيقولوله إيش اللون هذا،
+
+524
+00:39:10,010 --> 00:39:13,890
+هيقولهم إيش، مش بعرفش الأزرج، هيقولهم أسود، مش
+
+525
+00:39:13,890 --> 00:39:16,850
+هيك؟ هذا اللي بالتيم، إحنا فعليا هنا، المثال إيش
+
+526
+00:39:16,850 --> 00:39:19,690
+اللي صار؟ أنا أعرفته فقط على الواحد، واحد، واحد، و
+
+527
+00:39:19,690 --> 00:39:23,670
+سالب واحد، سالب واحد، سالب واحد، بسفأي قيمة تانية
+
+528
+00:39:23,670 --> 00:39:27,390
+هيجي يحطها يا هنا يا هنا على الأقرب فهنا كل مكان
+
+529
+00:39:27,390 --> 00:39:32,130
+ال hub field بالنسباله error correction أقل فبيعمل
+
+530
+00:39:32,130 --> 00:39:35,610
+بيوديها معاها طيب من التطبيقات المهمة الحقيقة أنه
+
+531
+00:39:35,610 --> 00:39:39,030
+ال hub field بيوديني لل error correction network
+
+532
+00:39:39,030 --> 00:39:42,650
+بشكل سريع وبشكل مناسب فبيعمل عملية correction
+
+533
+00:39:42,650 --> 00:39:47,890
+لكتير معادلةإنه ممكن أنا معرف المعادلة هذه و بعض
+
+534
+00:39:47,890 --> 00:39:53,170
+نتائجها لو دخلنا قيمة و طلع error هو بيقدر يرجع
+
+535
+00:39:53,170 --> 00:39:55,450
+لواحدة من الحالات اللي عنده و كتير ممكن تستخدم هذه
+
+536
+00:39:55,450 --> 00:40:00,550
+في ال transmission لخطوط الاتصالاتتمام الجدش الان
+
+537
+00:40:00,550 --> 00:40:03,770
+ال capacity يعني أنا جدش عدد ال states اللي بقدر
+
+538
+00:40:03,770 --> 00:40:06,630
+اخزنها على ال hope field الحقيقة جليلة هي limited
+
+539
+00:40:06,630 --> 00:40:11,530
+وهذه أحد المشاكل ان هي جليلة الحالة اللي عندنا هذه
+
+540
+00:40:11,530 --> 00:40:16,310
+بتعتمد بشكل كبير على مجموعة ال states نفسها أو ال
+
+541
+00:40:16,310 --> 00:40:20,550
+inputs تبعتنا جدش عددهم لو عندي واحد اتنين تلاتة
+
+542
+00:40:20,550 --> 00:40:24,940
+اربعة maximum Nالحالة اللى كنا شغالين عليها تلاتة
+
+543
+00:40:24,940 --> 00:40:29,440
+كانوا عندنا تلاتة الحقيقة فهنا ال M maximum
+
+544
+00:40:31,970 --> 00:40:38,870
+الـ M maximum هتكون بالنسبالنا عدد لـ neurons في
+
+545
+00:40:38,870 --> 00:40:41,470
+ال network و اللي زي ما قلنا توي كانوا عددهم
+
+546
+00:40:41,470 --> 00:40:44,910
+التلاتة اه مظبوط تلاتة فبقدر اقول ان ال maximum
+
+547
+00:40:44,910 --> 00:40:51,270
+لعدد الحالات اللي ممكن تحفيظها هي 0.15 في قيمة ال
+
+548
+00:40:51,270 --> 00:40:55,190
+N فطبعا قيمة كتير صغيرة قيمة كتير صغيرة و هناخد
+
+549
+00:40:55,190 --> 00:41:01,040
+بالناو ننهي بالـ Model الأخير هذا أن هذه اللي فتت
+
+550
+00:41:01,040 --> 00:41:03,960
+كان اسمها Auto Associative Auto Associative إيش
+
+551
+00:41:03,960 --> 00:41:07,740
+يعني؟ يعني المشاركة الذاتية بمعنى إن هو بعمل
+
+552
+00:41:07,740 --> 00:41:13,240
+مشاركة للصورة مع نفسها زي Retrieval هيك حاجةبعمل
+
+553
+00:41:13,240 --> 00:41:16,340
+صورة مع نفسها، بطبقها مع نفسها، بطبقها مش مع إش
+
+554
+00:41:16,340 --> 00:41:19,760
+تاني، في المقابل، في حاجة اسمها by directional
+
+555
+00:41:19,760 --> 00:41:22,880
+associative memory، by directional إيش يعني؟ يعني
+
+556
+00:41:22,880 --> 00:41:25,860
+الإتجاهين، ثنائية الإتجاه، إيش يعني برضه؟ كمان
+
+557
+00:41:25,860 --> 00:41:33,680
+مرة، يعني، هقول زي مثلا، نقول والله إن في واحد
+
+558
+00:41:33,680 --> 00:41:38,670
+صوته مع صورتهوعملتولهم matching اتعرفت عليه جديد و
+
+559
+00:41:38,670 --> 00:41:42,850
+رابطت صوته و كان صوته مميز و صورته مميزة بالنسبالك
+
+560
+00:41:42,850 --> 00:41:48,050
+فانت كل ما تشوف وجهه تتذكر صوته طيب في المقابل كل
+
+561
+00:41:48,050 --> 00:41:52,790
+ما بتسمع صوته تتذكر وجهه بمعنى صارت bidirectional
+
+562
+00:41:52,790 --> 00:41:56,630
+من ال input بتتذكر ال output طب لو اجى ال output
+
+563
+00:41:56,630 --> 00:42:00,820
+هتتذكر منه ال input هتعمل recalling لل inputفواحد
+
+564
+00:42:00,820 --> 00:42:03,940
+منه بيستدعي الآخر عشان هي اسمها bidirectional
+
+565
+00:42:03,940 --> 00:42:07,760
+associative أو المشاركة في اثنائية الابتجاه ال
+
+566
+00:42:07,760 --> 00:42:11,820
+author associative اللي كانت مثال لها ال hoop
+
+567
+00:42:11,820 --> 00:42:14,660
+field هي للصورة مع نفسها أما في ال bidirectional
+
+568
+00:42:14,660 --> 00:42:17,860
+أو ال bam ال bam لأ مش بضروري ال input هو نفس ال
+
+569
+00:42:17,860 --> 00:42:20,420
+output مش بضروري input نفس ال output وهذه الحقيقة
+
+570
+00:42:20,420 --> 00:42:23,200
+بنشوفها في أمثلة كتيرة يمكن لو قرأتوا ال slide
+
+571
+00:42:23,200 --> 00:42:26,700
+هتلاقيه أنه بتكلم هنا عن حالة أنه لو أنت نسيت مثلا
+
+572
+00:42:27,530 --> 00:42:31,130
+الـ Umbrella تبعتك، انسيت الشمسية تبعتك، أول حاجة
+
+573
+00:42:31,130 --> 00:42:35,150
+هتقعد تتفكر فيها، تستدعي أنت أين أخر مرة شُفتها،
+
+574
+00:42:35,150 --> 00:42:38,150
+وبعدين استدعاك لأين أخر مرة شُفتها، بدك تستدعي أن
+
+575
+00:42:38,150 --> 00:42:41,790
+أنت مع مين اتكلمت، فانت لاحظ حاجات اتذكرتها نتيجة
+
+576
+00:42:41,790 --> 00:42:46,180
+شغل معينة ارتبطوا ببعض و هم مش نفس الشيءانت مش
+
+577
+00:42:46,180 --> 00:42:49,520
+بتربط الشغلة مع نفسها، انت بتربط الشغلة مع other
+
+578
+00:42:49,520 --> 00:42:53,480
+objects، مع أشياء أخرى، مع أشياء أخرى، لعندما تنجح
+
+579
+00:42:53,480 --> 00:42:56,920
+في تذكر الشغلة اللي أنت بدك إيها الهدف منها عشان
+
+580
+00:42:56,920 --> 00:43:00,200
+تنجح الوسيلة اللي أنت استخدمت هي عملية association
+
+581
+00:43:00,200 --> 00:43:04,770
+حقيقة associationفهي هذه الـ BAM اللي بنعملها،
+
+582
+00:43:04,770 --> 00:43:08,610
+بيكون في عنده set اسمها A و set اسمها B و بدنا
+
+583
+00:43:08,610 --> 00:43:11,770
+نعمل matching between them ال set A هذه مثلا تكون
+
+584
+00:43:11,770 --> 00:43:17,790
+عبارة عن مكونات الصوت، فرضا ال set B هي ال inputs
+
+585
+00:43:17,790 --> 00:43:21,290
+تبعت الصورة، صورتي، و بدنا نعمل matching بينهم، إن
+
+586
+00:43:21,290 --> 00:43:25,350
+كل ما تجيني الصورة هذه أتذكر الصوت، حتى لو ما
+
+587
+00:43:25,350 --> 00:43:29,280
+اتكلمش، و كل ما يجيني هذا الصوت أتذكر صورتهبصير
+
+588
+00:43:29,280 --> 00:43:32,140
+معنى كتير لما تيجي تتكلم الو وتسمع صوت صاحبك على
+
+589
+00:43:32,140 --> 00:43:36,160
+طول تستذكر شكله اللي هو طبعا أخر مرة كنت شايفه فيه
+
+590
+00:43:36,160 --> 00:43:39,560
+تمام فعشان هيك هدى بنسميها bidirectional بمعنى أن
+
+591
+00:43:39,560 --> 00:43:44,550
+أنت ممكن يكون عندك two setsواحد input واحد output
+
+592
+00:43:44,550 --> 00:43:48,410
+وبتربطهم في بعض عملية ربط ف by direction ممكن تكون
+
+593
+00:43:48,410 --> 00:43:52,310
+من ال input تاخد ال input وانت تنتجله ال output
+
+594
+00:43:52,310 --> 00:43:57,270
+كشبكة او لأ يجيك ال output وانت تنتجله ال input
+
+595
+00:43:57,270 --> 00:43:59,550
+فهذه ال forward direction وهذه ال backward
+
+596
+00:43:59,550 --> 00:44:02,410
+direction من ال output لل input ال forward من ال
+
+597
+00:44:02,410 --> 00:44:03,730
+input لل output
+
+598
+00:44:05,930 --> 00:44:10,050
+فهذا هو ال basic الحقيقة behavior ان هي بتخزن ال
+
+599
+00:44:10,050 --> 00:44:19,350
+pattern pairs او ازواج من النماذج واحدة من ال set
+
+600
+00:44:19,350 --> 00:44:25,810
+A واحدة من ال set B برضه معادلة ال matrix ساعتها
+
+601
+00:44:25,810 --> 00:44:29,650
+مش اسهل منها مجرد انه بعمل matching بدرب ال X ال
+
+602
+00:44:29,650 --> 00:44:33,660
+inputمع الـ Matching تمعه من الـ Output، وبنجمعه،
+
+603
+00:44:33,660 --> 00:44:37,140
+بتطلعلي Matrix، خلصت، هي هذه الـ Matrix، هي هذه ..
+
+604
+00:44:37,140 --> 00:44:41,860
+عفواً، قيمة الـ Weights المطلوبة، لا الشبكة، هتشوف
+
+605
+00:44:41,860 --> 00:44:46,930
+مثال وننهي فيهشغلنا لو بدنا نعمل matching بين X
+
+606
+00:44:46,930 --> 00:44:51,050
+واحد و Y واحد هدول الاتنين بدياهم matching مع بعض
+
+607
+00:44:51,050 --> 00:44:54,750
+لما أعطيك هذا أعطيني هذا و العكس صحيح لما أعطيك
+
+608
+00:44:54,750 --> 00:44:58,470
+هذا تعطيني هذا X اتنين مع Y اتنين بدنا نعملهم
+
+609
+00:44:58,470 --> 00:45:01,310
+matching بدنا نعملهم عفوا association association
+
+610
+00:45:01,310 --> 00:45:05,870
+تلاتة مع Y تلاتة association أربعة مع أربعة
+
+611
+00:45:05,870 --> 00:45:09,850
+association كويس بدنا نعمل هذا الكلام بكل بساطة X
+
+612
+00:45:09,850 --> 00:45:15,410
+فيفي مين؟ زي ما شفنا في المعادلة في ال Transpose
+
+613
+00:45:15,410 --> 00:45:23,310
+لمين؟ ل Y1 زائد X2 في Transpose ل Y2 X3 في
+
+614
+00:45:23,310 --> 00:45:31,070
+Transpose ل Y3 X4 في Transpose ل Y4 وبنشمع هيا ال
+
+615
+00:45:31,070 --> 00:45:37,530
+W الكاملة على بعضها ال weightmatrix هتساوي x1 في
+
+616
+00:45:37,530 --> 00:45:42,850
+transpose y1 plus x2 في transpose y2 and so on جدش
+
+617
+00:45:42,850 --> 00:45:46,710
+عددهم عددهم أربعة خلاص هايهم جمعناهم كلهم هيطلع
+
+618
+00:45:46,710 --> 00:45:52,470
+معايا matrix عبارة عن 6 في 4 6 في 4 منطقية جدا في
+
+619
+00:45:52,470 --> 00:45:56,410
+شغلنا لأن أصلا شكلها هتكون فعلا input في output
+
+620
+00:45:56,410 --> 00:46:00,190
+فعندي input 6 output 4 فطبيعي عدد ال weights في
+
+621
+00:46:00,190 --> 00:46:07,910
+النص هيكون 6 في 4 6 في 4فهنا هتكون هذه بين ال node
+
+622
+00:46:07,910 --> 00:46:10,810
+الأولى في ال input مع ال node الأولى في ال output
+
+623
+00:46:10,810 --> 00:46:13,690
+ال weight تبعتهم أربعة ال node الأولى في ال input
+
+624
+00:46:13,690 --> 00:46:16,930
+مع ال node التانية في ال output قيمتها صفر هنسؤهم
+
+625
+00:46:16,930 --> 00:46:22,010
+فبهذا الشكل الآن كيف ممكن نعمل test لهذا الكلام
+
+626
+00:46:22,010 --> 00:46:26,550
+عملية ال test هات نجرب أي واحد منهم نجرب أي واحد
+
+627
+00:46:26,550 --> 00:46:29,590
+منهم بدنا ناخد بالنا انه هل أنا من ال input لل
+
+628
+00:46:29,590 --> 00:46:31,570
+output ولا من ال output لل input إذا من ال input
+
+629
+00:46:32,410 --> 00:46:37,010
+للـ output بنضرب ال input في transpose W لمجرد بس
+
+630
+00:46:37,010 --> 00:46:40,830
+اللي هو الجبر الخطي يكون متوافقة ال matrices مع
+
+631
+00:46:40,830 --> 00:46:44,750
+بعض عشان تكون متوافقة مع بعض ال matrices أو ال
+
+632
+00:46:44,750 --> 00:46:48,630
+matrix مع ال vector لأن X واحد هو vector و هي
+
+633
+00:46:48,630 --> 00:46:52,550
+matrix فهنيجي نعمل و ناخد ناخد بالنا من ال sign هو
+
+634
+00:46:52,550 --> 00:46:56,630
+أكبر من صفر ولا أقل من صفر كويس نضربها في بعض
+
+635
+00:46:56,630 --> 00:47:01,170
+فهيها اعملها transposetransposition مضروبة في ال
+
+636
+00:47:01,170 --> 00:47:04,690
+input عشان انا اجى ان الناتج هيطلع قيمة ال output
+
+637
+00:47:04,690 --> 00:47:07,570
+اللى فعلا هو matching مع ال input هذا طيب لو بدى
+
+638
+00:47:07,570 --> 00:47:09,990
+بالعكس لأ انا اللى اللى عندى هو ال output و بدى
+
+639
+00:47:09,990 --> 00:47:13,810
+منه اجيب ال input بنضرب في W مباشرة W مضروبة
+
+640
+00:47:13,810 --> 00:47:18,210
+مباشرة فنفس الكلام هنجد ان استدعينا ال output نفسه
+
+641
+00:47:18,210 --> 00:47:24,780
+طيب لو جينا بدنا نضربدربناها في واحدة من ال
+
+642
+00:47:24,780 --> 00:47:28,380
+vectors اللي مش موجودة أصلاً بدنا نعمل recalling
+
+643
+00:47:28,380 --> 00:47:33,680
+لمصفه أو خلّيني أقول ال vector هو ماكنش متدرب عليه
+
+644
+00:47:33,680 --> 00:47:36,620
+مسبقاً يعني مش من الأربعة اللي احنا دربنا عليها
+
+645
+00:47:36,620 --> 00:47:40,550
+مباشرة كل اللي بيحدثإنه هيكون فيه مجموعة
+
+646
+00:47:40,550 --> 00:47:45,450
+iterations هيضرب أو يدخل ال input يضرب في ال
+
+647
+00:47:45,450 --> 00:47:48,930
+weights هيطلع output الأصل إن ال output هذا لو
+
+648
+00:47:48,930 --> 00:47:52,490
+رجعت ضربته في ال weight يرجع نفس ال input إذا ما
+
+649
+00:47:52,490 --> 00:47:55,510
+رجعش نفس ال input ممكن العملية هذه نعملها مرتين
+
+650
+00:47:55,510 --> 00:48:00,110
+تلاتة لما يثبت على حالة من الحالاتطبعا اي حالة من
+
+651
+00:48:00,110 --> 00:48:03,270
+الحالات من الأربعة مش هجيبلي حالة خامسة مارح يجيب
+
+652
+00:48:03,270 --> 00:48:06,770
+حالة خامسة خلاص لإن أنا ال weights ثبتتها كل ما في
+
+653
+00:48:06,770 --> 00:48:10,190
+الموضوع انه ال input إجانا من ال input ضربته في ال
+
+654
+00:48:10,190 --> 00:48:13,450
+.. في ال W في ال M ال W transpose في ال input طالع
+
+655
+00:48:13,450 --> 00:48:16,730
+لي output ال output هي ده مش ولا .. ولا واحد من ال
+
+656
+00:48:16,730 --> 00:48:19,790
+outputs اللي عندي على طول ايش بروح بساوي فيه هو
+
+657
+00:48:19,790 --> 00:48:25,220
+نفسه بجيب ال W و بضربها فيه بتطلع ليه inputممكن في
+
+658
+00:48:25,220 --> 00:48:27,400
+الحالة هذه أجيه ثبت عند input من ال inputs اللي
+
+659
+00:48:27,400 --> 00:48:31,560
+أنا عارفهم فمجرد أرجع أضرب هيرجع يعمل recalling
+
+660
+00:48:31,560 --> 00:48:35,180
+لواحد من الأربعة اللي عندنا طبعا كيف بيعملها
+
+661
+00:48:35,180 --> 00:48:38,820
+العمقلية هذه بيعملها أنه بيقربوا لأقرب واحد إله من
+
+662
+00:48:38,820 --> 00:48:42,320
+الأربعة لأن أنا من الأول عملت memorization لأربع
+
+663
+00:48:42,320 --> 00:48:45,660
+حالات مش هجيبلي واحدة خامسةمش هجيب واحدة خمسة
+
+664
+00:48:45,660 --> 00:48:50,120
+فحلاج انه بعد فترة X في ال iteration P plus واحد
+
+665
+00:48:50,120 --> 00:48:54,080
+هي عبارة عن W في Y P واحد مرتين تلاتة لعين ما يجف
+
+666
+00:48:54,080 --> 00:48:58,820
+خلاص تثبت نثبت بناخد النتيجة النهائية و بالحالة هد
+
+667
+00:48:58,820 --> 00:49:02,200
+بنكون عملنا عملية memorization باستخدام ال BAM
+
+668
+00:49:02,200 --> 00:49:06,300
+مناسب جدا ومهم جدا تبتدلكم تذكرين إيش الفرق بين ال
+
+669
+00:49:06,300 --> 00:49:10,940
+hub fieldauto associative وبين ال bam اللي هي
+
+670
+00:49:10,940 --> 00:49:14,660
+bidirectional association اللي هي بيكون ال input
+
+671
+00:49:14,660 --> 00:49:18,680
+وال output مختلفين عن بعض ولكن بدنا نعملهم تربيط
+
+672
+00:49:18,680 --> 00:49:21,280
+لو شفت ال input اعرف ال output لو شفت ال output
+
+673
+00:49:21,280 --> 00:49:27,090
+اعرف ال input ننهيبال stability هو الحقيقة البامية
+
+674
+00:49:27,090 --> 00:49:29,770
+ممكن أكثر stability لأنه unconditionally stable
+
+675
+00:49:29,770 --> 00:49:34,630
+مافيش شروط كتيرة على عملية ال stability أنا بعملش
+
+676
+00:49:34,630 --> 00:49:39,370
+ذاكرة للشغلة مع نفسها هي ممكن يكون two vectors مع
+
+677
+00:49:39,370 --> 00:49:42,990
+بعضهم فهذا بيعني أن ال situation ممكن تتدرب بدون
+
+678
+00:49:42,990 --> 00:49:49,050
+risk في أو risk of instabilityمافيش ال risk تبع
+
+679
+00:49:49,050 --> 00:49:52,450
+أنه والله ممكن يكون في unstability و ناخد بالنا
+
+680
+00:49:52,450 --> 00:49:56,130
+أنه جدش ال capacity تبعتنا و جدش الموضوع ده كله،
+
+681
+00:49:56,130 --> 00:49:59,050
+ليش؟ لأنه أنا عندي input و output بعملهم
+
+682
+00:49:59,050 --> 00:50:02,470
+association، لا أكثر ولا أقل، تلاحظوا أنه في عملية
+
+683
+00:50:02,470 --> 00:50:06,510
+ال memorization احنا سمنها supervised، صح؟ رغم أن
+
+684
+00:50:06,510 --> 00:50:08,410
+أنا ماكنتش عارف ال output، لأ أنا فعليا عارف ال
+
+685
+00:50:08,410 --> 00:50:12,460
+outputأنا ميعطي input و عارف إيش ال output و بدي
+
+686
+00:50:12,460 --> 00:50:15,260
+أحسب ال weight اللي في النص و ال weight ده عيناه
+
+687
+00:50:15,260 --> 00:50:19,280
+تعيين كيف عيناها حلناها حل جبنا قيمة W ماضطرتش أجي
+
+688
+00:50:19,280 --> 00:50:24,210
+و أتعمل training ل Wفمعنى ذلك هذه supervised بتجي
+
+689
+00:50:24,210 --> 00:50:27,410
+مع ال supervised أنا بيعطي input output عرفهم
+
+690
+00:50:27,410 --> 00:50:30,290
+مسبقاً بدنا نعمل association فانا عارفهم مسبقاً
+
+691
+00:50:30,290 --> 00:50:36,710
+عشان هيك هذه اجت مع .. مع مين؟ مع ال supervised
+
+692
+00:50:36,710 --> 00:50:40,710
+learning أخر شغلة ممكن أحيانا في بعض الحالات يمكن
+
+693
+00:50:40,710 --> 00:50:45,850
+بعض المشاكل اللي بتكون شوية صعبةممكن تصير
+
+694
+00:50:45,850 --> 00:50:48,550
+incorrect convergence .. incorrect convergence
+
+695
+00:50:48,550 --> 00:50:52,810
+يعني تتفاجأوا إن والله خصوصا طبعا إذا كان مش حالة
+
+696
+00:50:52,810 --> 00:50:57,130
+من الحالات اللي عندك و الحالة هي مشوشة ما بين
+
+697
+00:50:57,130 --> 00:51:00,750
+مجموعة حالات states من الأربعة states زي المثال
+
+698
+00:51:00,750 --> 00:51:04,610
+اللي أخدنا لجينا إن واحدة state عملتلها test هي مش
+
+699
+00:51:04,610 --> 00:51:08,350
+ولا واحدة .. هي ولا واحدة منهم و خليني أقول جريبة
+
+700
+00:51:08,350 --> 00:51:13,160
+من تنتين منهم أو بعيدة عنهم كلهمغالبا نتوقع أنه
+
+701
+00:51:13,160 --> 00:51:18,040
+ممكن يصير incorrect conversions بيظل محتار بين
+
+702
+00:51:18,040 --> 00:51:20,920
+تنتين تلاتة أو مش عارف يعمل conversions لواحدة
+
+703
+00:51:20,920 --> 00:51:26,340
+منهمبذلك بنكون أعزنا الطلبة خلصنا جزئية الـ
+
+704
+00:51:26,340 --> 00:51:29,720
+Artificial Neural Network جزئية أو ال part اللي
+
+705
+00:51:29,720 --> 00:51:32,340
+خاص بيه ال supervised learning المرة القادمة ان
+
+706
+00:51:32,340 --> 00:51:35,240
+شاء الله تعالى بنتكلم في الجزئية التانية طبعا أصغر
+
+707
+00:51:35,240 --> 00:51:37,760
+و أخف ان شاء الله تعالى اللي هي ال unsupervised ال
+
+708
+00:51:37,760 --> 00:51:40,680
+supervised لأنه هي المهمة إذا اتعلمت supervised
+
+709
+00:51:40,680 --> 00:51:43,940
+فانت اتعلمت ال neural network بذلك بنخليكم للمرة
+
+710
+00:51:43,940 --> 00:51:47,360
+القادمة نتابع ال unsupervised يعطيكم العافية و
+
+711
+00:51:47,360 --> 00:51:47,660
+بركة الله
+
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/_RPzyKhhn1o_postprocess.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/_RPzyKhhn1o_postprocess.srt
new file mode 100644
index 0000000000000000000000000000000000000000..ddda803df77ad32f3b4b41bf2d76771211fa3e59
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/_RPzyKhhn1o_postprocess.srt
@@ -0,0 +1,2424 @@
+1
+00:00:05,130 --> 00:00:07,550
+بسم الله الرحمن الرحيم الصلاة والسلام على أشرف
+
+2
+00:00:07,550 --> 00:00:11,230
+الأنبياء وأمرسلهم سيدنا محمد وعلى آله وصحبه أجمعين
+
+3
+00:00:11,640 --> 00:00:14,860
+نكمل ما كنا بدأناه في ال session الماضي أو في
+
+4
+00:00:14,860 --> 00:00:17,340
+المحاضرة الماضية و اللي كان خاص بال genetic
+
+5
+00:00:17,340 --> 00:00:21,680
+algorithm تحدثنا عن النشأة البيولوجية لهذا الموضوع
+
+6
+00:00:21,680 --> 00:00:27,040
+و كيف بتكون ال chromosome من مجموعة genes و تحدثنا
+
+7
+00:00:27,040 --> 00:00:31,060
+عن كيف استخدامه في ال optimization او في عملية ال
+
+8
+00:00:31,060 --> 00:00:36,360
+classification الحقيقة ان افضل طريقة او افضل حل
+
+9
+00:00:36,360 --> 00:00:41,600
+ممكن نحصل عليها من خلالموديل معين هندسي او رياضي
+
+10
+00:00:41,600 --> 00:00:46,880
+بشكل اكثر دقة لل genetic algorithm اليوم كنا تركنا
+
+11
+00:00:46,880 --> 00:00:49,980
+لهذا اليوم هي الحال case study واللي هي هتكون ال
+
+12
+00:00:49,980 --> 00:00:53,720
+maintenance scheduling او جدولة الصيانة والحقيقة
+
+13
+00:00:53,720 --> 00:00:58,250
+هذا تطبيق من التطبيقات الجدا مهمةواللي فعلا ال
+
+14
+00:00:58,250 --> 00:01:00,910
+genetic algorithm في عملية ال scheduling أو ال
+
+15
+00:01:00,910 --> 00:01:06,730
+tabling اللي هي جدولة المواعيد، جدولة المحاضرات،
+
+16
+00:01:06,730 --> 00:01:11,750
+جدولة مواعيد الصيانة، من ال .. خليني أقول ال
+
+17
+00:01:11,750 --> 00:01:15,190
+problems اللي تم حلها بشكل ممتاز جدا في ال genetic
+
+18
+00:01:15,190 --> 00:01:18,010
+algorithm فهي أبدعة الحقيقة ال genetic algorithmفي
+
+19
+00:01:18,010 --> 00:01:22,570
+هذا المجال تحديدا طبعا إلها applications كتيرة
+
+20
+00:01:22,570 --> 00:01:25,330
+تانية ولكن هذا أحد التطبيقات اللي فعلا ال genetic
+
+21
+00:01:25,330 --> 00:01:29,210
+algorithm أثبتت فيه كفاءة كبيرة جدا و عشان هي كان
+
+22
+00:01:29,210 --> 00:01:32,350
+كويس أن احنا نتكلم عن ال case study هذه اللي هي
+
+23
+00:01:32,350 --> 00:01:36,690
+عملت ال schedulingاللي كيف ممكن نعمل جدولة لمجموعة
+
+24
+00:01:36,690 --> 00:01:39,610
+parameters مختلفة طبعا احنا لما بيجي بنعمل جدول
+
+25
+00:01:39,610 --> 00:01:42,570
+بتكون فيه مجموعة كبيرة من ال parameters اللي انا
+
+26
+00:01:42,570 --> 00:01:46,830
+محتاج ادخلها مع بعض و بيكون عندي objectivity عالية
+
+27
+00:01:46,830 --> 00:01:49,370
+بمعنى ان ال objective function هي اكتر من
+
+28
+00:01:49,370 --> 00:01:51,290
+objective function فبنسميها multi objective
+
+29
+00:01:51,290 --> 00:01:54,660
+functionكويس؟ فبيكون في عندي أكتر من شغلة أنا
+
+30
+00:01:54,660 --> 00:01:58,480
+محتاج أعملها optimization، maximize أو minimize أو
+
+31
+00:01:58,480 --> 00:02:01,440
+اتنين تلاتة بدي أعملهم minimized في نفس الوقت و هم
+
+32
+00:02:01,440 --> 00:02:05,260
+متعارضين عن بعض فبدي أضل أحاول أعمل compromise
+
+33
+00:02:05,260 --> 00:02:09,250
+between them .. between themواحدة منهم اللي هي
+
+34
+00:02:09,250 --> 00:02:12,450
+عملية ال scheduling زي لما نقول والله أنا بدي أفضل
+
+35
+00:02:12,450 --> 00:02:15,830
+مواعيد ممكنة للمدرس في المحاضرة في نفس الوقت بدي
+
+36
+00:02:15,830 --> 00:02:19,150
+أفضل مواعيد ممكنة للطالب بحيث أنه جدوله مايكونش
+
+37
+00:02:19,150 --> 00:02:22,990
+مكدس في يومين تلاتة وفي نفس الوقت أفضل مواعيد
+
+38
+00:02:22,990 --> 00:02:26,590
+محددة للقاعات وتشغيل القاعات للمختبرات وتشغيل
+
+39
+00:02:26,590 --> 00:02:28,450
+المختبرات فهذه واحدة من المشاكل اللي فيها
+
+40
+00:02:28,800 --> 00:02:32,320
+objectives كتيرة بمعنى إنه في functions كتيرة وكل
+
+41
+00:02:32,320 --> 00:02:34,920
+واحدة بتقول أنا إيه اللي خصيصي أكتر أنا .. أنا
+
+42
+00:02:34,920 --> 00:02:39,940
+الأولى في ال .. في ال optimization المدرس بيقولك
+
+43
+00:02:39,940 --> 00:02:42,760
+لأ أنا أحطن في أقل في يومين تلاتة مثلا عشان أخلص
+
+44
+00:02:42,760 --> 00:02:45,420
+ومانهاجي و أخلص الطالب لأ بده أفرد لإنه أنا
+
+45
+00:02:45,420 --> 00:02:48,700
+بالراحة بدي أدرس القاعات بدنا ناخد بالنا إنه
+
+46
+00:02:48,700 --> 00:02:52,740
+مايكنش استهلاك عالي على قاعة و .. و قليلة في قاعة
+
+47
+00:02:52,740 --> 00:02:56,480
+تانيةفهذه واحدة الحقيقة من المشاكل اللي هنشوف الآن
+
+48
+00:02:56,480 --> 00:03:00,020
+scheduling إلها لكن ال scheduling تبعتنا لل
+
+49
+00:03:00,020 --> 00:03:04,680
+problem هذه هي إلها علاقة بجدولة مواعيد صيانة محطة
+
+50
+00:03:04,680 --> 00:03:09,230
+كهربا، محطة الكهربا هذهقبل ما نتحدث فيها بدنا نقول
+
+51
+00:03:09,230 --> 00:03:11,830
+إنه ال maintenance من الأشياء اللي كتير مستخدمة
+
+52
+00:03:11,830 --> 00:03:15,530
+فيها في ال genetic algorithm و واحدة من ال ..
+
+53
+00:03:15,530 --> 00:03:17,910
+خليني أقول ال problems اللي بقدر أسنفها إن هي non
+
+54
+00:03:17,910 --> 00:03:21,450
+deterministic
+
+55
+00:03:21,450 --> 00:03:24,590
+.. non deterministic problem بمعنى إن هي مالهاش
+
+56
+00:03:24,590 --> 00:03:28,530
+معادلة واضحة، هي عادة بتروح ل heuristics و بتروح ل
+
+57
+00:03:28,530 --> 00:03:32,490
+..الproblem اللى بنقدر نسميها ال complexity
+
+58
+00:03:32,490 --> 00:03:37,370
+بتاعتها شوية عالية ان اقدر اعمل compromise لمعظم
+
+59
+00:03:37,370 --> 00:03:42,050
+ال objectives مع بعض كويس بنقدر نقول ان ال genetic
+
+60
+00:03:42,050 --> 00:03:46,030
+algorithm بتقدر تحللنا هذا الموضوع من خلال انه
+
+61
+00:03:46,030 --> 00:03:49,270
+عشان نعمل development لل genetic algorithm لأى
+
+62
+00:03:49,270 --> 00:03:53,120
+scheduling بدنا نعمله جدولةمحتاجي ان اعمل
+
+63
+00:03:53,120 --> 00:03:56,380
+specification للproblem نفسها انحدد ال problem و
+
+64
+00:03:56,380 --> 00:04:00,380
+خصوصا انه في اكتر من objective انا محتاج اشتغلها
+
+65
+00:04:00,380 --> 00:04:03,120
+اكتر من هدف بدي اعمل minimize لشغله و ممكن اكون
+
+66
+00:04:03,120 --> 00:04:06,280
+بدي اعمل maximize لشغله تانية زي ما الآن هنبدأ
+
+67
+00:04:06,280 --> 00:04:11,260
+نتعرف على المشكلة اللي خاصة بيه المحطة الكهربا هذه
+
+68
+00:04:11,260 --> 00:04:15,700
+و كيف انا ممكن اعمل افضل جدولة صيانة ل ال units
+
+69
+00:04:15,700 --> 00:04:18,840
+اللي موجودة ال units اللي موجودة هي المولداتبكون
+
+70
+00:04:18,840 --> 00:04:22,020
+في محطة الكهربا أكتر من مولد واحد فالان بدنا نشوف
+
+71
+00:04:22,020 --> 00:04:24,180
+كيف ننشط الكلام ده عشان هيك بدنا نحدد أولش
+
+72
+00:04:24,180 --> 00:04:27,840
+specification أو specify the problem بدنا نعرف ال
+
+73
+00:04:27,840 --> 00:04:31,160
+constraints ال constraints أهم شغلة لازم نعرفها
+
+74
+00:04:31,160 --> 00:04:36,250
+بشكل كتير كويسأنا إيش المحددات تبعتي، بمعنى قيمة
+
+75
+00:04:36,250 --> 00:04:39,850
+معينة، مش لازم تنزل عن كذا، مش لازم تزيد عن كذا،
+
+76
+00:04:39,850 --> 00:04:42,990
+هذه لابد أن نكون ماخدين بالنا منها بشكل كتير كبير
+
+77
+00:04:42,990 --> 00:04:46,990
+و كتير مهم لأنه بتأثر بشكل كبير، فلازم أكون محدد
+
+78
+00:04:46,990 --> 00:04:50,690
+ال constraints بقى، القيود لكل متغير، ال optimum
+
+79
+00:04:50,690 --> 00:04:55,650
+criteriaكل criteria أو ال functions الحقيقة اللي
+
+80
+00:04:55,650 --> 00:04:59,970
+محتاج احددها او اعملها maximize or minimize وبدأ
+
+81
+00:04:59,970 --> 00:05:03,930
+اقارن بينها لازم تكون محددة بشكل ممتاز جدا فهذه كل
+
+82
+00:05:03,930 --> 00:05:07,990
+criteria اللي محتاجين انحددها ايش الأفضلية لها هل
+
+83
+00:05:07,990 --> 00:05:13,210
+هي maximize or minimize؟تمام بعدين رقم اتنين بدنا
+
+84
+00:05:13,210 --> 00:05:16,710
+نشتغلها و نفكر دايما فيها practically اللي هي
+
+85
+00:05:16,710 --> 00:05:21,650
+represent the problem domain as a chromosome طبيعي
+
+86
+00:05:21,650 --> 00:05:27,030
+فبدي أبدأ أشتغل الحلول هذه و احنا قلنا انه ال
+
+87
+00:05:27,030 --> 00:05:30,410
+domain المفروض هو ال range ل .. ل chromosomes اللي
+
+88
+00:05:30,410 --> 00:05:37,000
+ممكن تكون حل فلو اجينا جمعنا كل الحلول الممكنةمش
+
+89
+00:05:37,000 --> 00:05:40,280
+ال optimal كل الحلول الممكنة لمشكلة معينة فبقدر
+
+90
+00:05:40,280 --> 00:05:43,600
+أسميها كلهم جمعتهم عملتلهم اتحاد داخل set معين
+
+91
+00:05:43,600 --> 00:05:47,400
+فبقول هذا هو ال domain للحلهذا هو domain الحل هذه
+
+92
+00:05:47,400 --> 00:05:52,000
+كل النقاط الممكنة انها تكون حلول الآن بعد ذلك هل
+
+93
+00:05:52,000 --> 00:05:55,280
+الحل هذا هو optimal ولا لأ؟ هذه جزء تانية هو هذا
+
+94
+00:05:55,280 --> 00:05:58,280
+اللي بنتكلم فيه في ال AI في ال genetic algorithm
+
+95
+00:05:58,280 --> 00:06:02,500
+هو اللي بده يقسلنا الآن جديش بقدر اقول عن ال
+
+96
+00:06:02,500 --> 00:06:06,520
+expert system تبعي هذا ان هو جاب لل optimal من
+
+97
+00:06:06,520 --> 00:06:11,320
+مجموعة الحلول الممكنة فالان بدنا نحدد ال domain لل
+
+98
+00:06:11,320 --> 00:06:14,680
+chromosomes اللي بدي اخد منها كل chromosome ممكن
+
+99
+00:06:15,470 --> 00:06:18,610
+كويس بدنا نحدد ال fitness function وال fitness
+
+100
+00:06:18,610 --> 00:06:21,850
+function هي ال objective فال objective ت evaluate
+
+101
+00:06:21,850 --> 00:06:25,690
+chromosome performance عشان نحدد ال performance لل
+
+102
+00:06:25,690 --> 00:06:29,610
+chromosome تبعنا انحدد جديش هو القيمة تبعته اللي
+
+103
+00:06:29,610 --> 00:06:32,750
+هنتكلم بعد ذلك عن كيف ممكن استخدمها في عملية ال
+
+104
+00:06:32,750 --> 00:06:35,970
+classification بعدين هنعمل construct لمين لل
+
+105
+00:06:35,970 --> 00:06:39,090
+genetic operatorsأتكلمنا من المرة السابقة قولنا ال
+
+106
+00:06:39,090 --> 00:06:41,330
+operators بتاعتنا فيه أهم شغل فيه عملية selection
+
+107
+00:06:41,330 --> 00:06:45,070
+كيف أنا ببدأ أجسد فكرة ال selection لل chromosomes
+
+108
+00:06:45,070 --> 00:06:48,770
+أنوى chromosome اللي أختاره ممكن تترجعوا للمحاضرة
+
+109
+00:06:48,770 --> 00:06:52,290
+السابقة عشان تعرفوها الجثة كانت بسيطة مجرد ال
+
+110
+00:06:52,290 --> 00:06:55,370
+roulette بنشتغل عليها حسب ال probability لكل واحدة
+
+111
+00:06:55,370 --> 00:06:58,330
+منها و ال probability حسبناها من الخطوة اللي
+
+112
+00:06:58,330 --> 00:07:01,760
+جابلها اللي هي ال chromosomePerformance اللي حكينا
+
+113
+00:07:01,760 --> 00:07:06,040
+عنها في الرقم أربعة تلاتة فال selection بدنا نتكلم
+
+114
+00:07:06,040 --> 00:07:08,680
+عن ال crossover برضه فيه لها probability و كيف أنا
+
+115
+00:07:08,680 --> 00:07:10,600
+أشتغل على ال probability هذه و كيف أحسب ال
+
+116
+00:07:10,600 --> 00:07:13,480
+probability و جداش بقدر أقول أن أه لك رمزهم هذا
+
+117
+00:07:13,480 --> 00:07:16,200
+بدي أعمله crossover ولا ماعملوش crossover برضه
+
+118
+00:07:16,200 --> 00:07:20,290
+يمكنكم الرجوع لمحاضرة السابقة ال mutationو ال
+
+119
+00:07:20,290 --> 00:07:24,490
+probability لل mutation بعدين بدنا نحدد مجموعة
+
+120
+00:07:24,490 --> 00:07:28,370
+parameters مهمة ال run ال run اللي هي كل ال a box
+
+121
+00:07:28,370 --> 00:07:32,490
+تبعتنا فجدش او بمعنى اخر generations ال
+
+122
+00:07:32,490 --> 00:07:35,490
+generations اكم generation محتاج طيب في كل
+
+123
+00:07:35,490 --> 00:07:38,670
+generation اكم ال chromosome محتاج فهذه كلها
+
+124
+00:07:38,670 --> 00:07:41,150
+parameters محتاجين ان اعرفها بكون عملت ال
+
+125
+00:07:41,150 --> 00:07:44,130
+construction ال .. ال .. ال .. ال construction
+
+126
+00:07:44,130 --> 00:07:47,010
+تبعنا اللي احنا محتاجينه عشان بعدك رقم اربعة نعمل
+
+127
+00:07:47,010 --> 00:07:52,670
+ال runنعمل run ف ال run بعمل كل الخطوات هذه و
+
+128
+00:07:52,670 --> 00:07:55,470
+بنرجع نكرر و نكرر و نكرر و دايما عيندي دايما بيكون
+
+129
+00:07:55,470 --> 00:07:59,150
+على أفضل حال ممكن بناء على ال criteria أو ال
+
+130
+00:07:59,150 --> 00:08:02,230
+fitness بناء على ال fitness دايما يكون أفضل
+
+131
+00:08:02,230 --> 00:08:04,850
+fitness ممكن إذا بعمل minimize فمعنى ذلك أنه لازم
+
+132
+00:08:04,850 --> 00:08:07,970
+ال objective تبعتي تكون أقل ما يمكن ال function
+
+133
+00:08:07,970 --> 00:08:12,220
+إذا كان بعمل maximize فلازم تكون أعلى ما يمكنتمام
+
+134
+00:08:12,220 --> 00:08:15,940
+نشوف ال case study بتاعتنا و نبدأ نفحصها بشكل واضح
+
+135
+00:08:15,940 --> 00:08:19,680
+الواضح انه شركة الكهربا خلينا نقول او الشركة اللي
+
+136
+00:08:19,680 --> 00:08:24,380
+احنا بيصددها و نتكلمها كشركة محتاجة تعمل جدولة
+
+137
+00:08:24,380 --> 00:08:30,040
+لعملية الصيانة في عندها سبعة units عندها سبعة
+
+138
+00:08:30,040 --> 00:08:38,970
+unitsهقول في عندي واحد اتنين تلاتة اربعة خمسة ستة
+
+139
+00:08:38,970 --> 00:08:45,730
+سبعة فعند ال unit الأولى هذه unit واحد اتنين تلاتة
+
+140
+00:08:45,730 --> 00:08:51,710
+اربعة خمسة ستة سبعة هدول بدهم سيانة بقدرش اسيبهم
+
+141
+00:08:52,290 --> 00:08:57,070
+ولا يوم إلا بالصيانة الصيانة هذه أني أعبيلها ال
+
+142
+00:08:57,070 --> 00:09:01,810
+fluid تبعها أن نشوف البوجيات يعني نشوف القطعة
+
+143
+00:09:01,810 --> 00:09:04,370
+تعتها نشوف الأسلاك تعتها مانحرجتش ولا مانحرجت ولا
+
+144
+00:09:04,370 --> 00:09:07,830
+مانحرجتش نعمل فحص دوري على جداش درجة الحرارة فيها
+
+145
+00:09:07,830 --> 00:09:11,870
+ال rotators شغالة ولا مش شغالة كل الصيانات الممكنة
+
+146
+00:09:11,870 --> 00:09:15,950
+فهذه لازم تطلع خارج الخدمة معناته أنا فقدتها في
+
+147
+00:09:15,950 --> 00:09:20,950
+فترة معينة فتم تقسيمها لأربع فترات أو intervals ال
+
+148
+00:09:20,950 --> 00:09:26,700
+intervals هذهبهذا الشكل خلال اليوم بدنا انجسمهم
+
+149
+00:09:26,700 --> 00:09:30,000
+خلينا نقول كل ست ساعات هي interval بالنسبالنا، كل
+
+150
+00:09:30,000 --> 00:09:33,080
+.. كل ست ساعات interval يعني say مثلا .. مثلا لو
+
+151
+00:09:33,080 --> 00:09:36,400
+قلنا بدي أبدأ من .. زهر جيت مثلا الساعة اتناشر،
+
+152
+00:09:36,400 --> 00:09:39,920
+بداية ال interval تبعتنا اتناشر الظهر، للست
+
+153
+00:09:39,920 --> 00:09:45,220
+المساء، ثم للاتناشر نص الليل، للست الصبح، من الست
+
+154
+00:09:45,220 --> 00:09:48,940
+الصبح لمين؟ للاتناشر الظهر، رجعنا كمان8 مرة for
+
+155
+00:09:48,940 --> 00:09:53,000
+example يعني هذا مثال فرضية خلّيني أقول الان ال
+
+156
+00:09:53,000 --> 00:09:57,620
+maximum load expected أثناء ال ال ال four
+
+157
+00:09:57,620 --> 00:10:01,500
+intervals هتكون كالتالي إيش يعني هذا الكلام ال
+
+158
+00:10:01,500 --> 00:10:05,300
+maximum load expected بمعنى أنا متوقع يكون في عندى
+
+159
+00:10:05,300 --> 00:10:10,320
+بال ميجا وات عدد واتات كذا لكل interval بحيث إن كل
+
+160
+00:10:10,320 --> 00:10:13,500
+interval استهلاكها بيختلف عن التانية بيختلف عن
+
+161
+00:10:13,500 --> 00:10:16,460
+التانية فلو افترضنا إن ال interval الأولى المفروض
+
+162
+00:10:16,460 --> 00:10:22,440
+يكون عندى مأمن80 ميجا وات في ال interval التاني
+
+163
+00:10:22,440 --> 00:10:26,720
+محتاجين يكون فيه 90 ميجا وات في ال interval
+
+164
+00:10:26,720 --> 00:10:34,360
+التالتة 65 ميجا وات في ال interval الرابعة 70 ميجا
+
+165
+00:10:34,360 --> 00:10:39,380
+وات تمام جسمناهمكل واحدة في ال interval بتاعتها
+
+166
+00:10:39,380 --> 00:10:43,000
+فهدولة لازم يتأمنوا بمعنى انه اذا بدي اطلع من اي
+
+167
+00:10:43,000 --> 00:10:46,940
+interval من ال intervals هدولة مولد او اتنين او
+
+168
+00:10:46,940 --> 00:10:50,080
+خمسة جد ما يكون بدي اطلحهم عشان اعملهم صيانة
+
+169
+00:10:50,080 --> 00:10:57,220
+المتبقي المفروض انه قادر انه يأمن الكمية هذه at
+
+170
+00:10:57,220 --> 00:11:01,460
+least لازم يكون معطيني الكمية هذه طيب هل فقط
+
+171
+00:11:01,460 --> 00:11:04,760
+الكمية هذه؟ لأ انا ممكن كمان الأمثلية الأولى
+
+172
+00:11:04,760 --> 00:11:08,730
+أفضلية الآن انه كيف انا ممكن يكون في عندىNet
+
+173
+00:11:08,730 --> 00:11:12,150
+Reserve أكبر ما يمكن بمعنى إحتياطي أكبر ما يمكن
+
+174
+00:11:12,150 --> 00:11:16,290
+أشحن فيه دوائر مختلفة نشحن فيه بطاريات نشحن فيه
+
+175
+00:11:16,290 --> 00:11:21,690
+على جنب اللي هي في فترة الانتقال من .. من واحدة
+
+176
+00:11:21,690 --> 00:11:25,390
+لواحدة تانية يكون فيه خلّيني أقول بطاريات شغالة
+
+177
+00:11:25,390 --> 00:11:29,130
+فمحتاج كمان أن يكون ال power system تبعي في
+
+178
+00:11:29,130 --> 00:11:35,170
+إحتياطي زيادة فمحتاج أعمل Maximize لمين؟ للإحتياطي
+
+179
+00:11:35,170 --> 00:11:38,970
+هي واضحة .. واضحت عندناTask مهمة إن أنا بدأ أعمل
+
+180
+00:11:38,970 --> 00:11:41,930
+maintenance و ال maintenance هذه لازم تكون يوميا
+
+181
+00:11:41,930 --> 00:11:47,410
+للسبعة لكن أكم واحد بقدر أطلع من الخدمة في كل
+
+182
+00:11:47,410 --> 00:11:51,500
+interval مش عارف و مين منهم بالظبط مش عارفليش؟ لأن
+
+183
+00:11:51,500 --> 00:11:55,760
+هذا ينطبق على مواصفات كل واحد فيهم مواصفات كل واحد
+
+184
+00:11:55,760 --> 00:11:58,960
+فيهم بحيث أنه لما أطلع ال interval نفسها تكون
+
+185
+00:11:58,960 --> 00:12:01,660
+مغطية حالها يعني ال interval اللي قوله يكون فيه ال
+
+186
+00:12:01,660 --> 00:12:05,500
+80 ميجا وات لازم تكون فيه ال 80 ميجا وات at least
+
+187
+00:12:05,500 --> 00:12:10,660
+طيب فانا محتاج أعمل هنا maximize ل ال net reserve
+
+188
+00:12:10,660 --> 00:12:15,080
+أو لاحتياطي الشبكة لاحتياطي على الشبكة بتاعتنا في
+
+189
+00:12:15,080 --> 00:12:18,940
+كل دورات ال أو ال maintenance period بتاعتنا الآن
+
+190
+00:12:19,780 --> 00:12:22,900
+كل واحدة من الوحدات هدولة جداش محتاجة عدد
+
+191
+00:12:22,900 --> 00:12:28,360
+interface لصيانتها و جداش قيمة الصافي اللي بتطلع ك
+
+192
+00:12:28,360 --> 00:12:35,300
+ميجا وات بحد ذاتها لحالها فالأولى بتطلع عشرين ميجا
+
+193
+00:12:35,300 --> 00:12:40,480
+وات التانية بتطلع خمستعش التالتة خمسة و تلاتين
+
+194
+00:12:40,480 --> 00:12:47,820
+الرابعة اربعين الخامسة خمستعش خمستعش و عشرة تمام
+
+195
+00:12:47,820 --> 00:12:52,010
+جداهنجد إيش، هذه كمان عاملة مهم جدا، اللي هو جداش
+
+196
+00:12:52,010 --> 00:12:56,170
+عدد ال intervals اللي مطلوب لصيانة الوحدة الواحدة،
+
+197
+00:12:56,170 --> 00:13:01,750
+أي وحدة منهم، لو محتاجة ساعة واحدة للصيانة، معناته
+
+198
+00:13:01,750 --> 00:13:04,190
+إن ال interval كاملة بدها تظل واقفة، الست ساعات
+
+199
+00:13:04,190 --> 00:13:06,930
+كاملين، مش هينفع أقولها و لا بعد ساعة بده أدخلها
+
+200
+00:13:06,930 --> 00:13:10,990
+تاني على الشغل، ال interval للصيانة كاملة ست
+
+201
+00:13:10,990 --> 00:13:15,550
+ساعات، فإذا قررت إنه بدي أطلحها صيانة، معناته على
+
+202
+00:13:15,550 --> 00:13:19,290
+الأجال بدها تاخد الست ساعات، interval كاملة،الكويس
+
+203
+00:13:19,290 --> 00:13:22,690
+ممكن بعضهم يكون لأ محتاج أكتر فخلينا نقول أن
+
+204
+00:13:22,690 --> 00:13:29,130
+الأولى والتانية المحط المولد الأول والتانى هدولة
+
+205
+00:13:29,130 --> 00:13:33,490
+أو الوحدة الأولى والتانية ممكن يكونوا محتاجين لأ
+
+206
+00:13:33,490 --> 00:13:38,130
+فترتين صيانةقد يكون مثلا هدول أجدام جدا في المحطة
+
+207
+00:13:38,130 --> 00:13:42,330
+مش حديثات زي الباجين فمحتاجين فترة صيانة بتزيد عن
+
+208
+00:13:42,330 --> 00:13:44,770
+الست ساعات معناه ذلك أنه دخلت في ال interval
+
+209
+00:13:44,770 --> 00:13:48,310
+التاني وقفا عن العمل هذه برضه مهمة جدا فإذا هنا
+
+210
+00:13:48,310 --> 00:13:53,270
+التوقف للصيانة لعملية ال maintenance اللي هي لل
+
+211
+00:13:53,270 --> 00:13:57,550
+intervals بتاعتنا محتاجين اتنين اتنين intervals
+
+212
+00:13:57,550 --> 00:14:00,630
+هنا اتنين intervals الباجي كله interval واحدة
+
+213
+00:14:00,630 --> 00:14:05,790
+كافيةلعملية الصيانة لعملية مين؟ صيانتها تمام
+
+214
+00:14:08,220 --> 00:14:12,300
+عملنا specification للproblem بهذا الشكل حطينا أول
+
+215
+00:14:12,300 --> 00:14:15,460
+نقطة خلصنا أول نقطة اللي هي ال specification طيب
+
+216
+00:14:15,460 --> 00:14:20,020
+أيضا خلصنا تاني نقطة متذكرين لما تكلمنا عن مين؟
+
+217
+00:14:20,020 --> 00:14:22,700
+بدنا نحدد ال problem domain بتاعتنا اللي هي بدنا
+
+218
+00:14:22,700 --> 00:14:25,160
+نبدأ نشتغل على ال fitness و ال criteria بتاعتنا ال
+
+219
+00:14:25,160 --> 00:14:27,220
+criteria حددنا لإن هنا انا بدي ال reserve او ال
+
+220
+00:14:27,220 --> 00:14:31,220
+net reserve الاحتياطي احتياطي maximized بده أعمله
+
+221
+00:14:31,220 --> 00:14:34,950
+فهنا حددنا ال optimum criteriaoptimal criteria
+
+222
+00:14:34,950 --> 00:14:38,910
+maximization لمين؟ للاحتياطي الآن بدنا نشوف ال
+
+223
+00:14:38,910 --> 00:14:41,950
+problem بتاعتنا كيف بدنا نمثل ال chromosome كيف
+
+224
+00:14:41,950 --> 00:14:47,650
+بدنا نمثل ال chromosome فهنقول الآن تمثيل ال ال
+
+225
+00:14:47,650 --> 00:14:51,650
+unit الأولى كيف بقدر أمثلها ال unit الأولى ال unit
+
+226
+00:14:51,650 --> 00:14:56,970
+الأولى إما أنه أطلعها خارج الخدمة في ال interval
+
+227
+00:14:56,970 --> 00:14:59,370
+الأولى و التانية لأنها محتاجة ال two intervals
+
+228
+00:14:59,370 --> 00:15:04,930
+فممكن ال two intervals هدول أو التانية و التالتةأو
+
+229
+00:15:04,930 --> 00:15:09,970
+التالتة والربعة بهذا الشكل بنقدر نقول انه كل ال
+
+230
+00:15:09,970 --> 00:15:15,060
+possibilities بتاعتها هي كالتالي يا امارايحة
+
+231
+00:15:15,060 --> 00:15:19,100
+للصيانة في الـ interval الأولى والتانية وشغالة في
+
+232
+00:15:19,100 --> 00:15:22,240
+التالتة والرابعة فهذا جدول الصيانة يعني الواحد ان
+
+233
+00:15:22,240 --> 00:15:26,960
+والله ال .. ال .. ال .. ال binary one معناته ان هي
+
+234
+00:15:26,960 --> 00:15:31,440
+في الصيانة كويسة او الصيانة بتاعتها في اتنين و
+
+235
+00:15:31,440 --> 00:15:33,860
+تلاتة او الصيانة بتاعتها في اربع .. في تلاتة
+
+236
+00:15:33,860 --> 00:15:37,640
+واربعة ونفس الكلام للوحدة التانية نفس الفكرة فهذه
+
+237
+00:15:37,640 --> 00:15:42,240
+هي ال possibilities الممكنة ل .. ل .. لأول متغير
+
+238
+00:15:42,240 --> 00:15:45,270
+من المتغيرات بتاعتنا اللي هي ال unit oneتمام ال
+
+239
+00:15:45,270 --> 00:15:49,110
+unit one و two كمان ال unit تلاتة وهذا يتفق مع
+
+240
+00:15:49,110 --> 00:15:51,790
+تلاتة أربعة خمسة ستة سبعة ليش لأنهم محتاجين
+
+241
+00:15:51,790 --> 00:15:54,290
+interval واحدة فإذا ال interval أما تكون الأولى أو
+
+242
+00:15:54,290 --> 00:15:57,230
+التانية أو التارتة أو الرابعة أي واحدة منهم نفس
+
+243
+00:15:57,230 --> 00:16:03,560
+الكلام ينطبق على كله على الكل هذالكل variable لكل
+
+244
+00:16:03,560 --> 00:16:06,880
+variable لحاله طيب المرة اللي فاتت لما كنا بنتكلم
+
+245
+00:16:06,880 --> 00:16:11,160
+عندي multivariable كان عندي X و Y كنا بناخد X جديش
+
+246
+00:16:11,160 --> 00:16:14,060
+كيف بقدر امثله ال binary و Y جديش كيف بقدر امثله
+
+247
+00:16:14,060 --> 00:16:17,720
+ال binary وحطناهم جانب بعض في chromosome واحد لأن
+
+248
+00:16:17,720 --> 00:16:19,960
+هذا ال chromosome الواحد المفروض الحل لكل
+
+249
+00:16:19,960 --> 00:16:23,780
+المتغيرات أنا باخدش متغير متغير للكل كامل على بعضه
+
+250
+00:16:23,780 --> 00:16:28,700
+فإذا ممكن ناخد مثلا من ال unit الأولى ناخد هذا
+
+251
+00:16:28,700 --> 00:16:33,570
+الحلطبعا random ليه؟ أنا ماعنديش الحقيقة .. رؤية
+
+252
+00:16:33,570 --> 00:16:36,850
+واضحة أنه أنه الصح وإلا ليش أعمل genetic algorithm
+
+253
+00:16:36,850 --> 00:16:39,470
+أصلا ف random ليه؟ بشكل random ليه؟ ممكن ناخد
+
+254
+00:16:39,470 --> 00:16:49,350
+الأولى ناخد هنا التالتة مثلا هنا التالتة ماخد ناخد
+
+255
+00:16:49,350 --> 00:16:57,750
+بالنسبة لها رقم تلاتة الرابعة هنا الأولى التانية
+
+256
+00:16:59,680 --> 00:17:04,560
+التالتة ثم الأولى بشكل Randomly يعني يعني هنا
+
+257
+00:17:04,560 --> 00:17:07,280
+مادججوش كتير أنه والله تحاولوا تشتهدوا فيها كتير
+
+258
+00:17:07,280 --> 00:17:11,580
+بشكل Randomly وخليها تطلع زي ما تطلع فهدولة بنحطهم
+
+259
+00:17:11,580 --> 00:17:13,680
+هيك Sequence ورا بعض بحيث أن ال unit و الولد تاني
+
+260
+00:17:13,680 --> 00:17:15,860
+التالتة الرابعة الخمسة السادسة السابعة هيك ال
+
+261
+00:17:15,860 --> 00:17:20,730
+sequence كله على بعض وصار كرومزوم حل ممكنهذا حل
+
+262
+00:17:20,730 --> 00:17:26,190
+ممكن لكن جداش ال performance تاع الحل هذا هو هذا
+
+263
+00:17:26,190 --> 00:17:29,350
+اللي بدنا نكمله الآن في باقي الخطوات أما مبدأيا ك
+
+264
+00:17:29,350 --> 00:17:33,050
+chromosome لل scheduling problem بهذا الشكل بيطلع
+
+265
+00:17:33,050 --> 00:17:37,470
+طيب ممكن أعمل احتمالات أخرى و أطلع sequence أخر
+
+266
+00:17:37,470 --> 00:17:42,250
+أقول مثلا هذا مع .. مع هذه .. مع هذه .. مع هذه ..
+
+267
+00:17:42,250 --> 00:17:44,110
+مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه ..
+
+268
+00:17:44,110 --> 00:17:44,370
+مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه ..
+
+269
+00:17:44,370 --> 00:17:44,550
+مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه ..
+
+270
+00:17:44,550 --> 00:17:44,610
+مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه ..
+
+271
+00:17:44,610 --> 00:17:46,970
+مع هذه .. مع هذه .. مع
+
+272
+00:17:49,970 --> 00:17:54,850
+مش هيك؟ طيب أكمل كرمزوم أعمل حسب ال size تبع ال
+
+273
+00:17:54,850 --> 00:17:59,370
+population ف ال population تبعتنا غير ال
+
+274
+00:17:59,370 --> 00:18:03,350
+generation قدش بدي عدد الكرمزوم داخلها في الجيل
+
+275
+00:18:03,350 --> 00:18:07,270
+الواحد في ال generation الواحدة بعمل creation أو
+
+276
+00:18:07,270 --> 00:18:11,710
+بعمل بشكل random طبعا لعدد من الكرمزوم اتحقق ليه
+
+277
+00:18:11,710 --> 00:18:15,270
+عدد الكرمزوم في الجيل الواحد أو في ال generation
+
+278
+00:18:15,270 --> 00:18:21,190
+الواحدةوبنحطهم مع بعض طيب عشان نروح للخطوة التانية
+
+279
+00:18:21,190 --> 00:18:25,470
+والمهمة اللي هي عملية ال cross cross over cross
+
+280
+00:18:25,470 --> 00:18:28,430
+over operation في ال cross over operation كنا
+
+281
+00:18:28,430 --> 00:18:31,890
+بنقول إيش أنه في عندي احتمال لل cross over
+
+282
+00:18:31,890 --> 00:18:35,390
+operation فانا بختار تنتين تنتين أخدنا ال parent
+
+283
+00:18:35,390 --> 00:18:39,010
+الأولى والتانية هي هدولة تنتينوروح نعملنا عملية
+
+284
+00:18:39,010 --> 00:18:43,910
+حسابية أنه والله أعمللي generation لرقم من واحد
+
+285
+00:18:43,910 --> 00:18:48,810
+مثلا لمية إذا الواحد من واحد لمية هتطلع أقل من
+
+286
+00:18:48,810 --> 00:18:53,450
+سبعين تمام أقل من سبعين خلاص معناته بدنا نعمل
+
+287
+00:18:53,450 --> 00:18:58,290
+crossoverفإذن هي مبدأيا أخدنا قرار أعمل ولا
+
+288
+00:18:58,290 --> 00:19:01,250
+ماعملش، بناء على إيش؟ على حاجة سمناها الـ
+
+289
+00:19:01,250 --> 00:19:03,870
+Probability لـCrossover أو الـCrossover
+
+290
+00:19:03,870 --> 00:19:06,590
+Probability مش هيكم الذاكرين بهذا الكلام؟ بدنا
+
+291
+00:19:06,590 --> 00:19:10,330
+نرجع معناته للمحاضرة السابقة تمام خلصناه، الآن
+
+292
+00:19:10,330 --> 00:19:14,640
+الشيء التانيمن وين تريد ان تقوم بـ crossover؟ لا
+
+293
+00:19:14,640 --> 00:19:20,780
+يمكنني أن أقوم بـ crossover داخل حل لـ unit كاملة،
+
+294
+00:19:20,780 --> 00:19:24,780
+كوحدة كاملة، لا أنا أتعامل مع ال unit واحدة كاملة،
+
+295
+00:19:24,780 --> 00:19:29,520
+لا يمكنني أن أقوم من نص أعمل قطع هنا، لكي نقوم بـ
+
+296
+00:19:29,520 --> 00:19:32,560
+crossover، لا الـ crossover يجب أن يكون على يمينه
+
+297
+00:19:32,560 --> 00:19:38,380
+عدد ال units سليم وعلى شماله عدد ال units سليمتمام
+
+298
+00:19:38,380 --> 00:19:41,700
+فإذا كل اللي بنعمله ان وين بالظبط هنقول عندي
+
+299
+00:19:41,700 --> 00:19:44,820
+معناته واحدة هما سبعة معناته فيها اندي ست احتمالات
+
+300
+00:19:44,820 --> 00:19:48,960
+مش هيك احنا مبدأيا قررنا ان الفاصلة السابعة هذه ال
+
+301
+00:19:48,960 --> 00:19:53,540
+probability 0.7 اتحققت نتيجة انه والله عملنا
+
+302
+00:19:53,540 --> 00:19:59,700
+randomly selection لرقم اطلع اقل من 70طبعا او اكبر
+
+303
+00:19:59,700 --> 00:20:03,160
+من 38 يعني انتوا احرار او ممكن تعملوا اكتر من 30
+
+304
+00:20:03,160 --> 00:20:08,540
+المهم انه ال .. ال .. الكيس تبع الموافقة بديكون
+
+305
+00:20:08,540 --> 00:20:12,660
+فاصلة سبعة و الكيس تبع الرفض فاصلة تلاتة اذا بدنا
+
+306
+00:20:12,660 --> 00:20:16,940
+نتعامل معاها كحصص فهذه حصتها انه ارفض ال crossover
+
+307
+00:20:16,940 --> 00:20:21,210
+وهذه حصتها انه اجبر ال crossover المهمطلع انه اقبل
+
+308
+00:20:21,210 --> 00:20:24,450
+ال crossover فبكون في اندي ست احتمالات ممكنة واحد
+
+309
+00:20:24,450 --> 00:20:29,330
+اتنين تلاتة اربعة خمسة ستة بنعمل برضه randomly
+
+310
+00:20:29,330 --> 00:20:35,150
+لرقم من واحد لستة طلع هنا مثلا جديش طلع اربعة عشان
+
+311
+00:20:35,150 --> 00:20:38,530
+نظل ماشيين مثلا مع المثال تبعنا طلع اربعة معناته
+
+312
+00:20:38,530 --> 00:20:42,050
+ال crossover بدنا نعمل وين بعد اربعة units فباخد
+
+313
+00:20:42,050 --> 00:20:46,160
+ال unit الأولى التانية التالتة الرابعة وبقطعو
+
+314
+00:20:46,160 --> 00:20:49,620
+بيظلوا التلاتة المتبقين وهنا نفس الكلام ال unit
+
+315
+00:20:49,620 --> 00:20:54,860
+لعند الرابع و بقطع و بنبادل بنعمل عملية crossing
+
+316
+00:20:54,860 --> 00:21:01,160
+هذه بتيجي بتكمل مع هذه و هذه بتكمل مع هذه فش أكتر
+
+317
+00:21:01,160 --> 00:21:06,600
+من هيك فهذه هيها نزلت كما هي بس مع مين؟ مع الأولى
+
+318
+00:21:06,600 --> 00:21:10,580
+مع النص الأول و هذه نفس الكلام نزلت و أخدت النص
+
+319
+00:21:10,580 --> 00:21:16,180
+بتاع الأول معاها كتانىتمام ان عمل ال crossover فمن
+
+320
+00:21:16,180 --> 00:21:19,900
+ال parent one و ال parent two طلع عند ال child one
+
+321
+00:21:19,900 --> 00:21:28,540
+و ال child two تمام جدا الان هل كملنا ال .. ال ..
+
+322
+00:21:28,540 --> 00:21:31,740
+ال size تبع ال population تبعنا ان والله احنا هيك
+
+323
+00:21:31,740 --> 00:21:34,820
+من اتنين ال parents اللي عملناهم selection بنفس
+
+324
+00:21:34,820 --> 00:21:38,640
+القلية السابقة اخدنا children رقم واحد و اتنين صار
+
+325
+00:21:38,640 --> 00:21:43,060
+عند اتنين ل .. ل new generation هل هم كافين؟معناته
+
+326
+00:21:43,060 --> 00:21:47,140
+بدي اعرف جدش قيمة N هذه اللي هو عدد ال chromosomes
+
+327
+00:21:47,140 --> 00:21:50,240
+في كل جيل لأ ماكملوش معناته بنعمل selection ل two
+
+328
+00:21:50,240 --> 00:21:54,240
+parents اجداد و بنعمل نفس العملية كمان مرة تمام
+
+329
+00:21:54,240 --> 00:22:00,890
+طيب هل بعد ما اخلص كلهو أرجع أعمل إعادة عليه لـ
+
+330
+00:22:00,890 --> 00:22:05,150
+mutation ممكن أو أنه في لحظتها مباشرة أعمل عملية
+
+331
+00:22:05,150 --> 00:22:08,990
+ال mutation احتمالية ال mutation و قولنا ان هي
+
+332
+00:22:08,990 --> 00:22:12,670
+احتمالية قليلة عادة واحد من مائة لواحد من الف نجي
+
+333
+00:22:12,670 --> 00:22:16,610
+نعملها نطبقها فبقول أنا الآن بفحص child number one
+
+334
+00:22:16,610 --> 00:22:22,080
+و أعمل randomization إذا والله طلعرقم معين من
+
+335
+00:22:22,080 --> 00:22:26,380
+الميت رقم اللي هو الأرقام من واحد لتسعة من واحد
+
+336
+00:22:26,380 --> 00:22:31,260
+لمية او من صفر لتسعة وتسعين اقول والله تلاتين اذا
+
+337
+00:22:31,260 --> 00:22:35,760
+طلعت تلاتين معناته ال chance كان واحد على مية طلع
+
+338
+00:22:35,760 --> 00:22:39,930
+معناته لازم اعمل mutation هناأو واحد من ألف معناه
+
+339
+00:22:39,930 --> 00:22:43,090
+انت بتعمل generation لرقم من واحد لألف مثلا كويس
+
+340
+00:22:43,090 --> 00:22:48,770
+فمعنا ذلك بقول هنا بتعمل ايش؟ بتعمل .. بتعمل
+
+341
+00:22:48,770 --> 00:22:52,330
+mutation خليني اتوقع ال mutation جاي على .. اه
+
+342
+00:22:52,330 --> 00:22:55,690
+خليني هنا يعني بدنا نعمل ال mutation عشان تكون
+
+343
+00:22:55,690 --> 00:23:00,510
+واضحة معناه الان ال mutation هذا مابنفع اجي اعمل
+
+344
+00:23:00,510 --> 00:23:05,870
+ال mutation لجين لحاله لأ انا باخد unit كاملة unit
+
+345
+00:23:05,870 --> 00:23:11,420
+كاملة فمبدئياطلع انه في احتمالية الواحد من مية هذه
+
+346
+00:23:11,420 --> 00:23:16,320
+true ل ال chromosome هذا يعني بدي اعمله mutation
+
+347
+00:23:16,320 --> 00:23:19,000
+تمام اتفقنا بدي اعمل ال mutation وين اعمل ال
+
+348
+00:23:19,000 --> 00:23:23,700
+mutation السؤال الأفضل ان اقول لأني unit اعمل ال
+
+349
+00:23:23,700 --> 00:23:27,140
+mutation لأني unit فباشي بعمل برضه probability
+
+350
+00:23:27,140 --> 00:23:30,920
+لواحد من سبعةطلعت تلاتة فإذا بقول هنا بده اعمل
+
+351
+00:23:30,920 --> 00:23:34,920
+mutation بدنا نعمل هنا mutation طيب ال mutation
+
+352
+00:23:34,920 --> 00:23:38,900
+اللي بده اعمله هنا مش زي السابق مجرد صفر اجلبه
+
+353
+00:23:38,900 --> 00:23:42,580
+واحد او واحد اجلبه صفر لإنه مش منطقي اطلاقا مش
+
+354
+00:23:42,580 --> 00:23:45,720
+منطقى ان اقول والله هيها دي صفر اجلبها واحد صارت
+
+355
+00:23:45,720 --> 00:23:51,060
+صفر واحد واحد صفر يعني صار بدي اتنينintervals عشان
+
+356
+00:23:51,060 --> 00:23:54,220
+اعمل صيانة لل unit تلاتة طب ال unit تلاتة مش
+
+357
+00:23:54,220 --> 00:23:56,980
+محتاجة ل interval واحدة ليش انتوا حاطيتها اتنين
+
+358
+00:23:56,980 --> 00:24:00,520
+عشان هيك ايش اللي بتحصل هنا اللي بتحصل كتالي مدام
+
+359
+00:24:00,520 --> 00:24:03,460
+انا بدأ اعمل ال mutation بشوف جدش ال possibilities
+
+360
+00:24:03,460 --> 00:24:07,900
+الممكنة لل unit تلاتةاليون التلاتة كانت لها أربعة
+
+361
+00:24:07,900 --> 00:24:13,560
+possibilities أما في ال interval الأولى أو التانية
+
+362
+00:24:13,560 --> 00:24:16,880
+أو التالتة أو الرابعة تمام؟ تمام طيب أنا هنا في ال
+
+363
+00:24:16,880 --> 00:24:20,520
+interval رقم اتنين معناه ذلك بستبعد اتنين و بعمل
+
+364
+00:24:20,520 --> 00:24:26,020
+احتمالية من واحد لتلاتة او من واحد تلاتة أربعة و
+
+365
+00:24:26,020 --> 00:24:29,340
+بستثني لتنين بطلّعلي يا واحد يا تلاتة يا أربعة
+
+366
+00:24:29,340 --> 00:24:35,260
+بحيث انه نفترض طلعلي أربعة فإذا بشيل الاتنينوبحط
+
+367
+00:24:35,260 --> 00:24:38,240
+مكانها الأربعة اللي هو ال interval يكون في ال unit
+
+368
+00:24:38,240 --> 00:24:42,440
+رقم أربعة هيك صار في mutation عملنا mutation بس
+
+369
+00:24:42,440 --> 00:24:47,620
+mutation صحيحة مش mutation تطلع لنتائج خطأ مش تطلع
+
+370
+00:24:47,620 --> 00:24:51,560
+لنتائج خطأ عشان هيك مهم جدا عملت ال specification
+
+371
+00:24:51,560 --> 00:24:54,620
+من الأول لل problem أكون أنا فاهم لو problem تبعتي
+
+372
+00:24:54,620 --> 00:24:58,920
+كيف شكلها كيف بدنا نعمله ل scheduling بالظبطتمام
+
+373
+00:24:58,920 --> 00:25:05,660
+هذا الكلام تكرر .. بنكرر فيه .. بنكرر فيه بحيث انه
+
+374
+00:25:05,660 --> 00:25:09,760
+يكون في عنده خمسين generation تمام؟ الخمسين
+
+375
+00:25:09,760 --> 00:25:14,120
+generation هدولة في كل generation في عندي عشرين
+
+376
+00:25:14,120 --> 00:25:17,500
+chromosome فإذا ال size تبعه لل population تبعتنا
+
+377
+00:25:17,500 --> 00:25:22,240
+هو عشرين chromosome و بنستمر بهذا الشكل و بنشوف ال
+
+378
+00:25:22,240 --> 00:25:26,080
+performance تبعت ال fitness كيف تتحرك طيب إيش يعني
+
+379
+00:25:26,080 --> 00:25:29,270
+ال performance ال fitness؟عارفين إيش يعني كلمة ال
+
+380
+00:25:29,270 --> 00:25:32,990
+performance بتاعة ال fitness هذه؟ معناها جديش قيمة
+
+381
+00:25:32,990 --> 00:25:38,590
+ال maximum لل net reserve للاحتياطي و أنا محتاج
+
+382
+00:25:38,590 --> 00:25:46,950
+اتزيد كل مرة اتكون بزيادة فإذا نبدأ ان نشتغل و
+
+383
+00:25:46,950 --> 00:25:51,850
+نعمل العمليات بتاعتنا و في كل كرمزومة بيطلع .. إيش
+
+384
+00:25:51,850 --> 00:25:57,280
+بسوي؟ بحسب لل interval الأولىالمفروض يطلع ال unit
+
+385
+00:25:57,280 --> 00:26:02,300
+مثلا 1 و 2 و 5 طيب الباقي جداش قيمتهم .. قيمتهم هل
+
+386
+00:26:02,300 --> 00:26:07,760
+بتكمل 80؟ ممكن تكون أكبر من ال 80 طيب جداش أكبر من
+
+387
+00:26:07,760 --> 00:26:11,400
+ال 80؟ لأنه جداش أكبر من 80 فهذا يعتبر احتياطي
+
+388
+00:26:11,400 --> 00:26:15,480
+احتياطي إنتاج الطاقة اللي موجود أنا محتاج أزوده
+
+389
+00:26:15,480 --> 00:26:18,620
+أعلى ما يمكن هذا ال interval الأولى طيب ال
+
+390
+00:26:18,620 --> 00:26:23,180
+interval التانية نفس الكلامباجي بشوف ال sequence
+
+391
+00:26:23,180 --> 00:26:26,340
+تبعنا ال sequence تبعنا هذا كيف بنقراه عشان نصل
+
+392
+00:26:26,340 --> 00:26:30,440
+لهذا الكلام كالتالي هقول ان ال interval الأولى
+
+393
+00:26:30,440 --> 00:26:38,220
+هيها interval الأولى interval أولى أولى أولى أولى
+
+394
+00:26:38,220 --> 00:26:45,760
+أولى المفروض ال unit الأولى و ال unit السابعة
+
+395
+00:26:45,760 --> 00:26:50,540
+يطلعوا خارج الخدمة للصيانةيطلعوا للصيانة معنا ذلك
+
+396
+00:26:50,540 --> 00:26:55,780
+انه باقي ال units هي اللي هتكون شغالة ببساطة جدا
+
+397
+00:26:55,780 --> 00:26:59,840
+ال unit الأولى والسبعة بنطلعهم وبنشوف باقي ال
+
+398
+00:26:59,840 --> 00:27:04,900
+units جداش قيمتهم وجداش مجموعة قيمهم تبعد عن
+
+399
+00:27:04,900 --> 00:27:10,360
+التمانين فالفرق هيكون عبارة عن احتياطي هيكون عبارة
+
+400
+00:27:10,360 --> 00:27:14,720
+عن احتياطي مدام طلعنا ال unit واحد وطلعنا ال unit
+
+401
+00:27:14,720 --> 00:27:19,600
+عشرةكويس و بقى باينة تمام الان بنروح لل interval
+
+402
+00:27:19,600 --> 00:27:24,360
+التاني نفس الكلام لل interval رقم اتنين هيكون في
+
+403
+00:27:24,360 --> 00:27:27,960
+عندي واحد بدها تطلع و اتنين بدها تطلع تلاتة بدها
+
+404
+00:27:27,960 --> 00:27:34,850
+تطلع و اربعة بدها تطلع تمام الان ما تبقىواللي هي
+
+405
+00:27:34,850 --> 00:27:40,790
+هنا الخمسة خمسة فإذا أربعة وستة وسبعة هيظلوا
+
+406
+00:27:40,790 --> 00:27:46,030
+متبقين في الخدمة هل أربعة ستة سبعة تكفي أنها
+
+407
+00:27:46,030 --> 00:27:49,670
+تعطينا التسعين في المية تسعين ميجا وات طيب إذا
+
+408
+00:27:49,670 --> 00:27:53,690
+تكفي جدش الفائض جدش الفائض اللي يعتبر احتياطي صار
+
+409
+00:27:53,690 --> 00:27:59,810
+اللي يعتبرزايد عندي في العملية تاعتنا فالاحتياطي
+
+410
+00:27:59,810 --> 00:28:02,970
+هذا مهم جدا هو اللي بدنا نعمله maximization الآن
+
+411
+00:28:02,970 --> 00:28:06,650
+حسبنا للأولى و التانية و التالتة و الرابعة فإذا
+
+412
+00:28:06,650 --> 00:28:10,730
+بقدر أقول إن الاحتياطي لليوم كله هي أقل واحدة منهم
+
+413
+00:28:10,730 --> 00:28:16,390
+هي الأقل منهم فأنا ضامن إنه في خلال اليوم هذا أقل
+
+414
+00:28:16,390 --> 00:28:21,030
+واحدة منهم هي مضمونة إن كل اليوم عندي فيه قيمة
+
+415
+00:28:21,030 --> 00:28:25,540
+احتياطي بهذا القيمةطبعا ال interval تاني ممكن
+
+416
+00:28:25,540 --> 00:28:29,080
+تزيد، بس أنا بتكلم عن الحد الأقل منها، الحد الأقل
+
+417
+00:28:29,080 --> 00:28:33,960
+منها، وهذا هو اللي هنتكلم عنه كقيمة ال performance
+
+418
+00:28:33,960 --> 00:28:37,920
+هنا، اللي هو الحد الأقل من الأربع intervals، من
+
+419
+00:28:37,920 --> 00:28:41,080
+الأربع intervals، فبقدر أقول بدأنا بقيمة، بقيمة
+
+420
+00:28:41,080 --> 00:28:43,520
+معينة، بقيمة معينة، هنا طبعا بالسالب معناته أن كان
+
+421
+00:28:43,520 --> 00:28:47,220
+فيه عجزيعني بدأنا بعجز إن واحدة من الـ Intervals
+
+422
+00:28:47,220 --> 00:28:49,940
+دولة ماكنتش مكمل خلّيني أقول مثلا الـ Interval
+
+423
+00:28:49,940 --> 00:28:53,760
+التانية محتاجين تسعين ميجا وات ففي التسعين ميجا
+
+424
+00:28:53,760 --> 00:28:57,600
+وات وجدنا إنه لأ أنا فعليا التبقى عندى بعد ما طلعت
+
+425
+00:28:57,600 --> 00:29:02,790
+مجموعة للخدمةكانوا سبعين معناته في عندي عجز عشرين
+
+426
+00:29:02,790 --> 00:29:06,790
+العجز عشرين هذا مانفعنيش وجدنا ان في عجز عشرة فهي
+
+427
+00:29:06,790 --> 00:29:11,470
+مانس عشرة سالب عشرة لأ حسننا شويه في ال generation
+
+428
+00:29:11,470 --> 00:29:13,970
+اللي وراها و اللي وراها و اللي وراها صار فيه ناقص
+
+429
+00:29:13,970 --> 00:29:17,510
+خمسين هنا صفر صفر معناته ان واحدة من الأربع
+
+430
+00:29:17,510 --> 00:29:21,150
+intervals دي كانت على الحد بالظبط على الحد بالظبط
+
+431
+00:29:21,150 --> 00:29:24,550
+كله كان فيه زيادة لكن افترض التانية كانت تسعين
+
+432
+00:29:24,550 --> 00:29:30,180
+بالظبط فخلاص أنا بتكلم عن تسعينzero فإذا كاحتياطي
+
+433
+00:29:30,180 --> 00:29:35,000
+توفر عندي هو صفر كويس و هكذا استمرت معانا بهذا
+
+434
+00:29:35,000 --> 00:29:37,340
+الشكل و زي ما قلنا من المرة اللي فاتت هذا المتوسط
+
+435
+00:29:37,340 --> 00:29:42,180
+متوسط كل ال chromosomes اللي داخل الجيل الأول
+
+436
+00:29:42,180 --> 00:29:45,380
+للجيل نفسه في هذه ال generations داخل ال
+
+437
+00:29:45,380 --> 00:29:48,020
+generation الواحدة هذه مجموعة ال generations كويس
+
+438
+00:29:48,020 --> 00:29:52,400
+لكن الأحمر هذا هي أفضل gene أفضل chromosome عفوا
+
+439
+00:29:52,400 --> 00:29:56,920
+أفضل chromosome من العشرين chromosome داخلداخل
+
+440
+00:29:56,920 --> 00:30:00,680
+مين؟ داخل ال generation، داخل الجيل ككل، فعادة
+
+441
+00:30:00,680 --> 00:30:04,580
+بكون أفضل واحد قيمته عالية وابتنزلش، ليش ابتنزلش؟
+
+442
+00:30:04,580 --> 00:30:07,020
+بكل بساطة، قلناها المرة اللي فاتت برضه، لأنه أنا
+
+443
+00:30:07,020 --> 00:30:10,240
+بضلني مخزنه على أساس إنه في الجيل اللي وراه، هل
+
+444
+00:30:10,240 --> 00:30:14,680
+إجا أحسن منه ولا مجاش؟إذا في أحسن منه بنستبدله
+
+445
+00:30:14,680 --> 00:30:19,900
+معناته إذا أنا بعمل maximization مستحيل هتجل
+
+446
+00:30:19,900 --> 00:30:23,740
+مستحيل هتجل لأ بالعكس أنا متوقع إنه تزيد في أسوأ
+
+447
+00:30:23,740 --> 00:30:27,240
+الأحوال يظل كما هو فخلاص باخده كحل في النهاية وهذا
+
+448
+00:30:27,240 --> 00:30:32,760
+اللي حصل معانا الحقيقة ثبتت عند الخمستعش خمستعش
+
+449
+00:30:32,760 --> 00:30:37,540
+بمعنى إنه حسب الجدولة اللي طلعت عندنا وهذا الوقت
+
+450
+00:30:37,540 --> 00:30:42,120
+هنشوف إيش هي الجدولة بالظبطحسب جدولة معينة طلعت
+
+451
+00:30:42,120 --> 00:30:48,760
+عنها فكان الفائض قيمته 15 كحد أدنى كحد أدنى من
+
+452
+00:30:48,760 --> 00:30:52,420
+الأربع intervals من الأربع intervals طيب هات بدنا
+
+453
+00:30:52,420 --> 00:30:55,260
+نمسك الحل اللي طلعلي هذا الكلام اللي هو الخط
+
+454
+00:30:55,260 --> 00:30:59,850
+الأحمر بدنا نمسكهطبعا ناخد بالنا بس من المواصفات
+
+455
+00:30:59,850 --> 00:31:02,570
+اللي فوق هذه مجموعة ال parameters اللي مهمة جدا
+
+456
+00:31:02,570 --> 00:31:06,430
+انه في عند ال N هنا قيمتها عشرين عشرين ايش يعني
+
+457
+00:31:06,430 --> 00:31:12,990
+عشرين يعني عدد الكروموزومس في الجيل الواحد ال PC 0
+
+458
+00:31:12,990 --> 00:31:17,050
+.7 معناه ذلك انه هاد ال cross over probability و
+
+459
+00:31:17,050 --> 00:31:21,790
+ال PM او ال mutation probability واحد من الف تمام
+
+460
+00:31:21,790 --> 00:31:25,500
+هل وجد الرسم اللي موجودة قدامك تحت هنا ال blockالـ
+
+461
+00:31:25,500 --> 00:31:29,520
+block اللي تحت هذا هو الحل حقيقة هذا هو الحل كيف
+
+462
+00:31:29,520 --> 00:31:34,400
+هو الحل الجزء الرمادي هنا اللي في الأسفل هذا هو ال
+
+463
+00:31:34,400 --> 00:31:37,600
+required هذا جزء ال required اللي في الأسفل تحت
+
+464
+00:31:37,600 --> 00:31:41,860
+هتيجي تتطلع هنجد انه في ال interval الأولى محتاج
+
+465
+00:31:41,860 --> 00:31:48,050
+80 فالحد هو عند ال 80في ال interval الأولى طيب ال
+
+466
+00:31:48,050 --> 00:31:50,490
+interval التانى محتاج تسعين فهتلاقي انه في ال
+
+467
+00:31:50,490 --> 00:31:54,750
+interval رقم اتنين الحد الرمادي عند التسعين لأن
+
+468
+00:31:54,750 --> 00:31:58,290
+هذا ال required المفروض ان الحال ماينزلش عن هذه
+
+469
+00:31:58,290 --> 00:32:01,930
+القيام لكل interval ال interval التالت عند الخمسة
+
+470
+00:32:01,930 --> 00:32:05,970
+وستين فالحد الرمادي عند الخمسة وستين او الحد اللى
+
+471
+00:32:05,970 --> 00:32:11,840
+موجود عندى ثم السبعين تمامالان الحل اللى موجود انه
+
+472
+00:32:11,840 --> 00:32:14,600
+فى ال interval الاولى و اللى طلع ليه قيمة الخمستاش
+
+473
+00:32:14,600 --> 00:32:19,360
+هذى كافضل حل حتى الان انه ال unit أربعة و خمسة وهي
+
+474
+00:32:19,360 --> 00:32:26,720
+مكتوبين عندك باللون اللى هو الأزرق الفاتح أربعة و
+
+475
+00:32:26,720 --> 00:32:31,470
+خمسة فإذا طلعنا أربعة و خمسةهذه أربعة وين أربعة و
+
+476
+00:32:31,470 --> 00:32:34,850
+خمسة هاتوا نجيب لون تاني و نطلحهم عساس انه راحوا
+
+477
+00:32:34,850 --> 00:32:36,910
+الصيانة هذه أربعة و خمسة في ال interval الأولى
+
+478
+00:32:36,910 --> 00:32:41,490
+راحوا الصيانة مبدأيا كل مجموحهم هدول على بعض
+
+479
+00:32:41,490 --> 00:32:44,610
+براحتكوا طبعا جمعوهم لو جمعتوا كل ال units على
+
+480
+00:32:44,610 --> 00:32:50,530
+بعضها جدش بتطلع بتطلع مية و خمسينميجا واط الان لما
+
+481
+00:32:50,530 --> 00:32:54,370
+طلعت منهم اربعة وخمسة اللي هي جدش قيمها اربعين
+
+482
+00:32:54,370 --> 00:32:58,650
+وخمستاشر في عند الاربعين وفي عند الخمستاشر لو
+
+483
+00:32:58,650 --> 00:33:02,190
+شيلنا الاربعين بيظل مية وعشرة وانشيل الخمستاشر
+
+484
+00:33:02,190 --> 00:33:09,060
+منهم بيظل خمسة وتسعين خمسة وتسعين فحاجدإنه إخراج
+
+485
+00:33:09,060 --> 00:33:14,900
+ال unit 4 و ال unit 5 لحد اللي من الأسفل تحت اللي
+
+486
+00:33:14,900 --> 00:33:17,800
+هو الجزء الأبيض صار في ال interval الأولى الجزء
+
+487
+00:33:17,800 --> 00:33:25,740
+الأبيض هو بين ال 80 صحيح لأنه هذا المطلوب لقيمة ال
+
+488
+00:33:25,740 --> 00:33:30,100
+95 هذا اللي اتحقق فإذا الفرق بينهم هذا الجزء
+
+489
+00:33:30,100 --> 00:33:35,860
+الأبيض اللي بينهم هناالجزء الأبيض هو قيمته 15 يعني
+
+490
+00:33:35,860 --> 00:33:40,920
+في عندي احتياطي 15 ميجا فهنا في احتياطي 15 ميجا
+
+491
+00:33:40,920 --> 00:33:46,780
+ميجا وات تمام نفس الكلام بدنا نعمله لمين لل
+
+492
+00:33:46,780 --> 00:33:49,900
+interval التانية والتالتة في ال interval التانية
+
+493
+00:33:49,900 --> 00:33:53,960
+بدنا نطلع ال unit اتنين حسب الحل طبعا المفروض يطلع
+
+494
+00:33:53,960 --> 00:33:59,160
+ال unit اتنين و ال unit سبعة اتنين و سبعة اتنين و
+
+495
+00:33:59,160 --> 00:34:04,140
+سبعة طلعوهم من هناهاي كل قيمناها بدهم يقول اتنين
+
+496
+00:34:04,140 --> 00:34:08,920
+والسبعة بدهم يطلعوا هدول جدش قيمهم حقيقة قيمهم
+
+497
+00:34:08,920 --> 00:34:13,240
+خمستاشر وعشرة يعني في عندي خمسة وعشرين هنا خمسة
+
+498
+00:34:13,240 --> 00:34:16,880
+وعشرين خمسة وعشرين من المية وخمسين ال full كاملة
+
+499
+00:34:16,880 --> 00:34:20,420
+لو كلهم بيشتغلوا معناته عند مية خمسة وعشرين مية
+
+500
+00:34:20,420 --> 00:34:24,740
+خمسة وعشرين فحاجة ان هنا ال level هذا وصل عند
+
+501
+00:34:24,740 --> 00:34:29,380
+المية خمسة وعشرين المفروضتمام فهنا عند ال 125
+
+502
+00:34:29,380 --> 00:34:40,970
+بمعنى 125 ناقص 90 ناقص 90 المطلوب هنا 90الـ gray
+
+503
+00:34:40,970 --> 00:34:45,190
+level اللي موجود عنده هنا أو الجزء الرمادي واصل ال
+
+504
+00:34:45,190 --> 00:34:50,090
+maximum تبعه ل 90 هو المطلوب طيب بينما اللون
+
+505
+00:34:50,090 --> 00:34:56,510
+الأبيض فعليا واصل ل 125 اللي هو اللي اتحقق فعليا
+
+506
+00:34:56,510 --> 00:35:00,200
+فجدش اللي زاد؟خمسة و تلاتين ففعليا انا في عندي
+
+507
+00:35:00,200 --> 00:35:05,560
+خمسة و تلاتين ميجا وات فائد نفس الكلام بتكملوله ال
+
+508
+00:35:05,560 --> 00:35:10,480
+.. ال .. ال interval التالتة و الرابعة هيكون برضه
+
+509
+00:35:10,480 --> 00:35:15,120
+هنا في عندي خمسة و تلاتين ميجا وات و هنا في عندي
+
+510
+00:35:15,120 --> 00:35:19,740
+خمسة و عشرين ميجا وات الآن الحل عشان اقول انا في
+
+511
+00:35:19,740 --> 00:35:23,600
+عندي stability لأ بقدر اقول ان هو خمستاش طول اليوم
+
+512
+00:35:24,410 --> 00:35:28,430
+فبكون ضمنت ان في دايما عندي 15 فائض طول اليوم كامل
+
+513
+00:35:28,430 --> 00:35:33,550
+كحد أدنى .. كحد أدنى لإن هي ممكن يصل ل 25 في فترات
+
+514
+00:35:33,550 --> 00:35:38,230
+و 35 في فترات بس كحد أدنى 15 فالحل اللي عندي هنا
+
+515
+00:35:38,230 --> 00:35:43,370
+15 الحل هتجدوا انه maximum او ال fitness فعليا 15
+
+516
+00:35:43,370 --> 00:35:51,290
+فهي قيمةاحتياطي الشبكة اللي موجود ككل ككل تمام هل
+
+517
+00:35:51,290 --> 00:35:54,890
+الحل هذا ممكن يكون نهائي وخلاص أفضل أتعامل معاه
+
+518
+00:35:54,890 --> 00:35:57,690
+قلنا من المرة اللي فاتت أنه أنا بتعامل مع
+
+519
+00:35:57,690 --> 00:36:00,510
+Stochastic Model Stochastic Model يعني بيشتغل
+
+520
+00:36:00,510 --> 00:36:04,670
+Randomly يعني عشوائي بمعنى أنه كل مرة ممكن أبدأ
+
+521
+00:36:04,670 --> 00:36:07,530
+الحل من أول و جديد أغير مجموعة ال parameters اللي
+
+522
+00:36:07,530 --> 00:36:10,730
+عندي ممكن يجي يطلع لحل مختلف يطلع أن حل تماما
+
+523
+00:36:10,730 --> 00:36:16,160
+مختلف الحل اللي تماما مختلف ممكن نغير مثلاالعدد
+
+524
+00:36:16,160 --> 00:36:19,740
+الكروموزومز ممكن نغير ال mutation وهذا بتأثر بشكل
+
+525
+00:36:19,740 --> 00:36:26,680
+كبير كبير هتنشوف إيش اللي بدنا نغيره حاليا مثلا
+
+526
+00:36:26,680 --> 00:36:31,060
+هذه أول حاجة غيرناها غيرنا عدد الكروموزومز في
+
+527
+00:36:31,060 --> 00:36:35,260
+الجيل الواحد بدل ما كانوا عشرين خلناهم ميةأصبح في
+
+528
+00:36:35,260 --> 00:36:40,000
+اندي n بتساوي 100 والباقي زي ما هو هذه حسنات
+
+529
+00:36:40,000 --> 00:36:45,920
+النتائج بدل ما 15 الحد الأدنى لأ صار في 25 الحد
+
+530
+00:36:45,920 --> 00:36:51,260
+الأدنىلحد الأدنى، ظهر عندى 25 في وين في ال
+
+531
+00:36:51,260 --> 00:36:55,340
+interval التانية والتالتة والربعة، 25 .. 25 .. 25
+
+532
+00:36:55,340 --> 00:36:57,120
+.. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 ..
+
+533
+00:36:57,120 --> 00:36:57,200
+25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25
+
+534
+00:36:57,200 --> 00:36:58,640
+.. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 ..
+
+535
+00:36:58,640 --> 00:37:00,540
+25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25
+
+536
+00:37:00,540 --> 00:37:05,260
+.. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 ..
+
+537
+00:37:05,260 --> 00:37:05,540
+25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25
+
+538
+00:37:05,540 --> 00:37:08,480
+.. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 ..
+
+539
+00:37:11,240 --> 00:37:14,220
+طيب في ال interval التالتة أكيد واحد و اتنين لإن
+
+540
+00:37:14,220 --> 00:37:17,720
+هو دي بتاع اتنين intervals بالإضافة لأ خمسة و سبعة
+
+541
+00:37:17,720 --> 00:37:22,760
+كمان تمام ال interval الرابعة بتطلع اربعة و ستة
+
+542
+00:37:22,760 --> 00:37:26,500
+للصيانة هل كلهم انعملوا لهم الصيانة؟ اه كلهم
+
+543
+00:37:26,500 --> 00:37:29,300
+انعملوا لهم الصيانة لو وجدنا حل ان في واحدة منهم
+
+544
+00:37:29,300 --> 00:37:32,480
+ماعملهاش صيانة و ان ال units معناته حل غلط الحل
+
+545
+00:37:32,480 --> 00:37:36,990
+هيكون خاطئلأنه من الأساس احنا مثلنا لـ chromosomes
+
+546
+00:37:36,990 --> 00:37:41,270
+أنه كل واحد من ال units لازم يكون لها interval
+
+547
+00:37:41,270 --> 00:37:44,250
+يعمل فيها الصيانة تعمل فيها عملية الصيانة إلا لو
+
+548
+00:37:44,250 --> 00:37:48,630
+غيرنا أخدنا مثلا برضه على المية chromosomes عددهم
+
+549
+00:37:48,630 --> 00:37:52,730
+مية وماذا غيرنا هنا ال mutation ال mutation بدأ
+
+550
+00:37:52,730 --> 00:37:57,050
+الواحد من الفراحت لواحد من مية طبعا اكيد من
+
+551
+00:37:57,050 --> 00:38:00,950
+محاضرتنا السابقة اكيد هتتوقع ايش شوية isolation ..
+
+552
+00:38:00,950 --> 00:38:07,370
+oscillation زيادة بيصير ذبذبكتية زيادة شوية ليش؟
+
+553
+00:38:07,370 --> 00:38:11,250
+لأنه بيصير في mutation كتيرة ال mutation بتبين
+
+554
+00:38:11,250 --> 00:38:15,730
+كاحتمالية هنا هل حد غيرت النقاش في الحل؟ لأ برضه
+
+555
+00:38:15,730 --> 00:38:22,300
+خمسة و عشرين برضه خمسة و عشرينإذا بدأ أتكلم عن حد
+
+556
+00:38:22,300 --> 00:38:25,520
+أدنى طبعا ممكن إذا كنت تتكلم عن متوسط هذا بصير
+
+557
+00:38:25,520 --> 00:38:28,460
+الحل أفضل لإن هناك الحل كان خمسة عشرين خمسة عشرين
+
+558
+00:38:28,460 --> 00:38:33,230
+خمسة عشرين تلاتين ولا خمسة و تلاتين كانخمسة و
+
+559
+00:38:33,230 --> 00:38:36,610
+تلاتين، مع أنه مافرجتش كتير مافرجتش كتير باستثناء
+
+560
+00:38:36,610 --> 00:38:38,950
+أنه كانت خمسة و تلاتين في interval واحدة فانا
+
+561
+00:38:38,950 --> 00:38:40,990
+استفدت interval واحدة أكتر من الخمسة و عشرين هنا
+
+562
+00:38:40,990 --> 00:38:43,950
+بستفيد two intervals أكتر من الخمسة و عشرين لأنه
+
+563
+00:38:43,950 --> 00:38:46,710
+في ال interval التالتة و الرابعة تلاتين تلاتين و
+
+564
+00:38:46,710 --> 00:38:50,110
+هنا خمسة و عشرين خمسة و عشرين في جميع الأحوال هنجد
+
+565
+00:38:50,110 --> 00:38:55,570
+أن الحل لأن أنا بشتغل على الأقل حجب ممكن ضلت خمسة
+
+566
+00:38:55,570 --> 00:39:01,110
+و عشرين كحل فهذا ممكن يكون حل بديل كحل بديل تمام
+
+567
+00:39:02,200 --> 00:39:07,220
+أكويس فهذه هي هيك ال .. ك model لتطبيق ال
+
+568
+00:39:07,220 --> 00:39:12,920
+scheduling طبعا ممكن إذا عدلناها كمان مرة نجرب
+
+569
+00:39:12,920 --> 00:39:16,880
+مرتين تلاتة خمسة عشرة في كذا generation أتوقع عدد
+
+570
+00:39:16,880 --> 00:39:20,580
+ال generations احنا ماغيرناش فيهم مش هيك اه ال
+
+571
+00:39:20,580 --> 00:39:24,020
+generations دلت دائما مية هنا كانت خمسين غيرناها
+
+572
+00:39:24,020 --> 00:39:29,620
+هنا ميةفبرضه ماعدلتش عندى برضه ضلت عشرين هنا لأ
+
+573
+00:39:29,620 --> 00:39:35,380
+فإذا ال 25 هي أفضل حل ممكن وكان في حل لينقله لل 25
+
+574
+00:39:35,380 --> 00:39:40,060
+مع تغييرنا لمجموعة ال parameters فالواضح جدا ان ال
+
+575
+00:39:40,060 --> 00:39:42,700
+genetic algorithm باعتبار ال stochastic model هي
+
+576
+00:39:42,700 --> 00:39:47,080
+حساسة جدا لعملية ال randomization حساسة حساسة جدا
+
+577
+00:39:47,080 --> 00:39:51,440
+لل initialization للقيم المبدئية اللى بناخدها ال
+
+578
+00:39:51,440 --> 00:39:56,120
+parameters كانت كيف بحددها فمهم جداإنه اتطولوا
+
+579
+00:39:56,120 --> 00:39:58,300
+بالكوا عليها اللي بده يشتغل على genetic algorithm
+
+580
+00:39:58,300 --> 00:40:02,720
+بده يطول .. نتائجها مبهرة، كويسة، ممتازة، كويس،
+
+581
+00:40:02,720 --> 00:40:08,720
+ودائما بتطلعك من جزئية ال localization كعلم
+
+582
+00:40:08,720 --> 00:40:11,820
+رياضيات دائما بتطلعك من جزئية ال localization إنك
+
+583
+00:40:11,820 --> 00:40:16,820
+أنت تكون في local optimalو محتاجة تروح لل global
+
+584
+00:40:16,820 --> 00:40:21,240
+هدف تطلعك لكن بدها تصبر عليها طبعا الان مع
+
+585
+00:40:21,240 --> 00:40:25,860
+الحواسيب الجديدة و ال processors القوية السريعة لأ
+
+586
+00:40:25,860 --> 00:40:28,260
+صار في مجال ان الواحد يطبقها genetic algorithm
+
+587
+00:40:28,260 --> 00:40:34,920
+بأرياحية و يتحمل شوية الوقت تبعها زائد انك لما
+
+588
+00:40:34,920 --> 00:40:38,610
+بتعمل runالكويس انك انت تعدل القيم مجموعة ال
+
+589
+00:40:38,610 --> 00:40:41,590
+parameters وتعمل كمان مرارا بس بتحتفظ بقاش بالحل
+
+590
+00:40:41,590 --> 00:40:46,490
+الأمثل اللي موجود عندك غير فيهم هتجد انه بعد أكم
+
+591
+00:40:46,490 --> 00:40:50,630
+من محاولة لازم يطلعلك حل أمثل و حل مناسب جدا تقدر
+
+592
+00:40:50,630 --> 00:40:53,950
+تبني عليه نتائجك و ال decisions تبعتك بهذا المثال
+
+593
+00:40:53,950 --> 00:40:58,790
+بنكون خلصنا استكملنا بشكل كامل جزئيةالـ Genetic
+
+594
+00:40:58,790 --> 00:41:02,690
+Algorithm عشان نتكلم عن نوع تاني من الـ Genetic
+
+595
+00:41:02,690 --> 00:41:04,610
+Algorithm احنا هيك أخدنا الـ Basic Genetic
+
+596
+00:41:04,610 --> 00:41:07,990
+Algorithm الان اكتملنا ..كملنا من خلال المثال
+
+597
+00:41:07,990 --> 00:41:10,830
+المرة اللي فاتت وهي مثال اليوم في جزئية تانية اللي
+
+598
+00:41:10,830 --> 00:41:13,170
+هي علاقة بالـ Genetic Algorithm هناخدها في ال
+
+599
+00:41:13,170 --> 00:41:15,390
+session القادم اللي هي علاقة بال Evolutionary
+
+600
+00:41:15,390 --> 00:41:19,940
+Computations و الحسابات ال .. ال .. ال ..خلّينا
+
+601
+00:41:19,940 --> 00:41:24,160
+التطورية، هناخد طريقتين، ممكن تطويع الـ Genetic أو
+
+602
+00:41:24,160 --> 00:41:26,820
+فكرة الـ Genetic Algorithm الحقيقة، لأنها بطلت الـ
+
+603
+00:41:26,820 --> 00:41:29,100
+Genetic Algorithm، صارت لها مسميات أخرى، لكن ممكن
+
+604
+00:41:29,100 --> 00:41:33,120
+تطويع نفس فكرة الـ Chromosome و الـ Genes هذه
+
+605
+00:41:33,120 --> 00:41:37,980
+لأفكار أخرى، فللمحاضرة القادمة ان شاء الله تعالى،
+
+606
+00:41:37,980 --> 00:41:39,820
+نترككم، السلام عليكم و يعطيكم العافية
+
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/_RPzyKhhn1o_raw.json b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/_RPzyKhhn1o_raw.json
new file mode 100644
index 0000000000000000000000000000000000000000..d385916db39206a4dc0bc9d0d7a2d1ecb6f2f99a
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/_RPzyKhhn1o_raw.json
@@ -0,0 +1 @@
+{"segments": [{"id": 1, "seek": 1123, "start": 5.13, "end": 11.23, "text": "بسم الله الرحمن الرحيم الصلاة والسلام على أشرف الأنبياء وأمرسلهم سيدنا محمد وعلى آله وصحبه أجمعين", "tokens": [3555, 38251, 21984, 34892, 5016, 27842, 34892, 5016, 32640, 31767, 15040, 3660, 16070, 3794, 37440, 15844, 5551, 8592, 28480, 16247, 1863, 21292, 16606, 4032, 10721, 29973, 3794, 1211, 16095, 8608, 25708, 8315, 3714, 35571, 3215, 4032, 3615, 23942, 19753, 43761, 4032, 9381, 5016, 3555, 3224, 5551, 7435, 2304, 3615, 9957], "avg_logprob": -0.07927389998061984, "compression_ratio": 1.5299145299145298, "no_speech_prob": 0.0, "words": [{"start": 5.13, "end": 5.49, "word": "بسم", "probability": 0.869873046875}, {"start": 5.49, "end": 5.63, "word": " الله", "probability": 0.94580078125}, {"start": 5.63, "end": 5.97, "word": " الرحمن", "probability": 0.97216796875}, {"start": 5.97, "end": 6.33, "word": " الرحيم", "probability": 0.99560546875}, {"start": 6.33, "end": 6.69, "word": " الصلاة", "probability": 0.927734375}, {"start": 6.69, "end": 7.11, "word": " والسلام", "probability": 0.9016927083333334}, {"start": 7.11, "end": 7.27, "word": " على", "probability": 0.587890625}, {"start": 7.27, "end": 7.55, "word": " أشرف", "probability": 0.9853515625}, {"start": 7.55, "end": 7.95, "word": " الأنبياء", "probability": 0.9825439453125}, {"start": 7.95, "end": 8.45, "word": " وأمرسلهم", "probability": 0.818359375}, {"start": 8.45, "end": 8.79, "word": " سيدنا", "probability": 0.9767252604166666}, {"start": 8.79, "end": 9.41, "word": " محمد", "probability": 0.98779296875}, {"start": 9.41, "end": 10.03, "word": " وعلى", "probability": 0.8779296875}, {"start": 10.03, "end": 10.29, "word": " آله", "probability": 0.97412109375}, {"start": 10.29, "end": 10.77, "word": " وصحبه", "probability": 0.9423828125}, {"start": 10.77, "end": 11.23, "word": " أجمعين", "probability": 0.96630859375}], "temperature": 1.0}, {"id": 2, "seek": 3932, "start": 11.64, "end": 39.32, "text": "نكمل ما كنا بدأناه في ال session الماضي أو في المحاضرة الماضية و اللي كان خاص بال genetic algorithm تحدثنا عن النشأة البيولوجية لهذا الموضوع و كيف بتكون ال chromosome من مجموعة genes و تحدثنا عن كيف استخدامه في ال optimization او في عملية ال classification الحقيقة ان افضل طريقة او افضل حل ممكن نحصل عليها من خلال", "tokens": [1863, 24793, 1211, 19446, 9122, 8315, 47525, 10721, 8315, 3224, 8978, 2423, 5481, 9673, 46958, 1829, 34051, 8978, 9673, 5016, 46958, 25720, 9673, 46958, 10632, 4032, 13672, 1829, 25961, 16490, 33546, 20666, 12462, 9284, 6055, 24401, 12984, 8315, 18871, 28239, 8592, 10721, 3660, 2423, 21292, 12610, 29245, 10632, 46740, 15730, 9673, 2407, 11242, 45367, 4032, 9122, 33911, 39894, 30544, 2423, 42896, 9154, 3714, 7435, 2304, 2407, 27884, 14424, 4032, 6055, 24401, 12984, 8315, 18871, 9122, 33911, 44713, 9778, 3215, 10943, 3224, 8978, 2423, 19618, 1975, 2407, 8978, 6225, 42213, 10632, 2423, 21538, 21542, 38436, 28671, 16472, 1975, 5172, 11242, 1211, 23032, 16572, 28671, 1975, 2407, 1975, 5172, 11242, 1211, 11331, 1211, 3714, 43020, 8717, 5016, 36520, 25894, 11296, 9154, 16490, 1211, 6027], "avg_logprob": -0.10188008178540361, "compression_ratio": 1.810035842293907, "no_speech_prob": 0.0, "words": [{"start": 11.64, "end": 12.28, "word": "نكمل", "probability": 0.9847005208333334}, {"start": 12.28, "end": 12.56, "word": " ما", "probability": 0.9677734375}, {"start": 12.56, "end": 12.86, "word": " كنا", "probability": 0.97802734375}, {"start": 12.86, "end": 13.8, "word": " بدأناه", "probability": 0.9334716796875}, {"start": 13.8, "end": 13.92, "word": " في", "probability": 0.802734375}, {"start": 13.92, "end": 14.0, "word": " ال", "probability": 0.88525390625}, {"start": 14.0, "end": 14.2, "word": " session", "probability": 0.9130859375}, {"start": 14.2, "end": 14.64, "word": " الماضي", "probability": 0.8868815104166666}, {"start": 14.64, "end": 14.74, "word": " أو", "probability": 0.78662109375}, {"start": 14.74, "end": 14.86, "word": " في", "probability": 0.8681640625}, {"start": 14.86, "end": 15.3, "word": " المحاضرة", "probability": 0.9830322265625}, {"start": 15.3, "end": 15.84, "word": " الماضية", "probability": 0.9944661458333334}, {"start": 15.84, "end": 16.28, "word": " و", "probability": 0.576171875}, {"start": 16.28, "end": 16.42, "word": " اللي", "probability": 0.847900390625}, {"start": 16.42, "end": 16.62, "word": " كان", "probability": 0.9951171875}, {"start": 16.62, "end": 16.88, "word": " خاص", "probability": 0.9873046875}, {"start": 16.88, "end": 17.02, "word": " بال", "probability": 0.9775390625}, {"start": 17.02, "end": 17.34, "word": " genetic", "probability": 0.82080078125}, {"start": 17.34, "end": 17.92, "word": " algorithm", "probability": 0.9345703125}, {"start": 17.92, "end": 18.58, "word": " تحدثنا", "probability": 0.93505859375}, {"start": 18.58, "end": 18.84, "word": " عن", "probability": 0.99462890625}, {"start": 18.84, "end": 19.96, "word": " النشأة", "probability": 0.9349365234375}, {"start": 19.96, "end": 20.8, "word": " البيولوجية", "probability": 0.7896240234375}, {"start": 20.8, "end": 21.16, "word": " لهذا", "probability": 0.95458984375}, {"start": 21.16, "end": 21.68, "word": " الموضوع", "probability": 0.9991455078125}, {"start": 21.68, "end": 22.1, "word": " و", "probability": 0.97900390625}, {"start": 22.1, "end": 22.44, "word": " كيف", "probability": 0.89453125}, {"start": 22.44, "end": 23.32, "word": " بتكون", "probability": 0.9072265625}, {"start": 23.32, "end": 23.46, "word": " ال", "probability": 0.467529296875}, {"start": 23.46, "end": 23.88, "word": " chromosome", "probability": 0.9580078125}, {"start": 23.88, "end": 24.12, "word": " من", "probability": 0.9833984375}, {"start": 24.12, "end": 24.46, "word": " مجموعة", "probability": 0.891015625}, {"start": 24.46, "end": 24.88, "word": " genes", "probability": 0.82958984375}, {"start": 24.88, "end": 25.52, "word": " و", "probability": 0.79443359375}, {"start": 25.52, "end": 27.04, "word": " تحدثنا", "probability": 0.9710693359375}, {"start": 27.04, "end": 27.28, "word": " عن", "probability": 0.96923828125}, {"start": 27.28, "end": 27.52, "word": " كيف", "probability": 0.963134765625}, {"start": 27.52, "end": 28.3, "word": " استخدامه", "probability": 0.91162109375}, {"start": 28.3, "end": 28.86, "word": " في", "probability": 0.97265625}, {"start": 28.86, "end": 29.2, "word": " ال", "probability": 0.9755859375}, {"start": 29.2, "end": 29.78, "word": " optimization", "probability": 0.95654296875}, {"start": 29.78, "end": 30.22, "word": " او", "probability": 0.7005615234375}, {"start": 30.22, "end": 30.36, "word": " في", "probability": 0.93798828125}, {"start": 30.36, "end": 30.86, "word": " عملية", "probability": 0.9873046875}, {"start": 30.86, "end": 31.06, "word": " ال", "probability": 0.9736328125}, {"start": 31.06, "end": 31.6, "word": " classification", "probability": 0.93798828125}, {"start": 31.6, "end": 32.42, "word": " الحقيقة", "probability": 0.9695638020833334}, {"start": 32.42, "end": 32.96, "word": " ان", "probability": 0.7724609375}, {"start": 32.96, "end": 34.3, "word": " افضل", "probability": 0.983154296875}, {"start": 34.3, "end": 35.34, "word": " طريقة", "probability": 0.93701171875}, {"start": 35.34, "end": 35.76, "word": " او", "probability": 0.93017578125}, {"start": 35.76, "end": 36.08, "word": " افضل", "probability": 0.984375}, {"start": 36.08, "end": 36.36, "word": " حل", "probability": 0.974609375}, {"start": 36.36, "end": 36.84, "word": " ممكن", "probability": 0.99169921875}, {"start": 36.84, "end": 38.44, "word": " نحصل", "probability": 0.8116861979166666}, {"start": 38.44, "end": 38.72, "word": " عليها", "probability": 0.6943359375}, {"start": 38.72, "end": 38.88, "word": " من", "probability": 0.9970703125}, {"start": 38.88, "end": 39.32, "word": " خلال", "probability": 0.9949544270833334}], "temperature": 1.0}, {"id": 3, "seek": 5582, "start": 39.54, "end": 55.82, "text": "موديل معين هندسي او رياضي بشكل اكثر دقة لل genetic algorithm اليوم كنا تركنا لهذا اليوم هي الحال case study واللي هي هتكون ال maintenance scheduling او جدولة الصيانة والحقيقة هذا تطبيق من التطبيقات الجدا مهمة", "tokens": [2304, 2407, 16254, 1211, 20449, 9957, 8032, 41260, 3794, 1829, 1975, 2407, 12602, 1829, 46958, 1829, 4724, 8592, 28820, 1975, 4117, 49115, 11778, 28671, 24976, 12462, 9284, 45595, 20498, 9122, 8315, 6055, 31747, 8315, 46740, 15730, 45595, 20498, 39896, 21542, 6027, 1389, 2979, 16070, 20292, 39896, 8032, 2655, 30544, 2423, 11258, 29055, 1975, 2407, 10874, 3215, 12610, 3660, 31767, 1829, 7649, 3660, 16070, 5016, 38436, 28671, 23758, 6055, 9566, 21292, 4587, 9154, 16712, 9566, 21292, 4587, 9307, 25724, 28259, 3714, 16095, 3660], "avg_logprob": -0.13356551348444928, "compression_ratio": 1.580188679245283, "no_speech_prob": 1.0728836059570312e-06, "words": [{"start": 39.54, "end": 39.96, "word": "موديل", "probability": 0.866455078125}, {"start": 39.96, "end": 40.38, "word": " معين", "probability": 0.96484375}, {"start": 40.38, "end": 41.0, "word": " هندسي", "probability": 0.9295654296875}, {"start": 41.0, "end": 41.22, "word": " او", "probability": 0.7012939453125}, {"start": 41.22, "end": 41.6, "word": " رياضي", "probability": 0.981689453125}, {"start": 41.6, "end": 42.06, "word": " بشكل", "probability": 0.9685872395833334}, {"start": 42.06, "end": 42.66, "word": " اكثر", "probability": 0.8395182291666666}, {"start": 42.66, "end": 43.04, "word": " دقة", "probability": 0.7509765625}, {"start": 43.04, "end": 43.76, "word": " لل", "probability": 0.55859375}, {"start": 43.76, "end": 44.24, "word": " genetic", "probability": 0.81640625}, {"start": 44.24, "end": 44.82, "word": " algorithm", "probability": 0.93408203125}, {"start": 44.82, "end": 45.82, "word": " اليوم", "probability": 0.916015625}, {"start": 45.82, "end": 46.46, "word": " كنا", "probability": 0.839599609375}, {"start": 46.46, "end": 46.88, "word": " تركنا", "probability": 0.8600260416666666}, {"start": 46.88, "end": 47.18, "word": " لهذا", "probability": 0.88916015625}, {"start": 47.18, "end": 47.5, "word": " اليوم", "probability": 0.9912109375}, {"start": 47.5, "end": 47.78, "word": " هي", "probability": 0.84130859375}, {"start": 47.78, "end": 48.12, "word": " الحال", "probability": 0.84423828125}, {"start": 48.12, "end": 48.38, "word": " case", "probability": 0.52880859375}, {"start": 48.38, "end": 48.82, "word": " study", "probability": 0.95458984375}, {"start": 48.82, "end": 49.38, "word": " واللي", "probability": 0.677001953125}, {"start": 49.38, "end": 49.52, "word": " هي", "probability": 0.8642578125}, {"start": 49.52, "end": 49.84, "word": " هتكون", "probability": 0.94970703125}, {"start": 49.84, "end": 49.98, "word": " ال", "probability": 0.939453125}, {"start": 49.98, "end": 50.42, "word": " maintenance", "probability": 0.9140625}, {"start": 50.42, "end": 51.1, "word": " scheduling", "probability": 0.896484375}, {"start": 51.1, "end": 51.86, "word": " او", "probability": 0.91064453125}, {"start": 51.86, "end": 52.5, "word": " جدولة", "probability": 0.9796142578125}, {"start": 52.5, "end": 53.16, "word": " الصيانة", "probability": 0.953857421875}, {"start": 53.16, "end": 53.72, "word": " والحقيقة", "probability": 0.9185791015625}, {"start": 53.72, "end": 53.9, "word": " هذا", "probability": 0.242919921875}, {"start": 53.9, "end": 54.3, "word": " تطبيق", "probability": 0.9888916015625}, {"start": 54.3, "end": 54.42, "word": " من", "probability": 0.99169921875}, {"start": 54.42, "end": 54.9, "word": " التطبيقات", "probability": 0.98466796875}, {"start": 54.9, "end": 55.32, "word": " الجدا", "probability": 0.783203125}, {"start": 55.32, "end": 55.82, "word": " مهمة", "probability": 0.9912109375}], "temperature": 1.0}, {"id": 4, "seek": 7731, "start": 56.61, "end": 77.31, "text": "واللي فعلا ال genetic algorithm في عملية ال scheduling أو ال tabling اللي هي جدولة المواعيد، جدولة المحاضرات، جدولة مواعيد الصيانة، من ال .. خليني أقول ال problems اللي تم حلها بشكل ممتاز جدا في ال genetic algorithm فهي أبدعة الحقيقة ال genetic algorithm", "tokens": [2407, 6027, 20292, 6156, 3615, 15040, 2423, 12462, 9284, 8978, 6225, 42213, 10632, 2423, 29055, 34051, 2423, 4421, 1688, 13672, 1829, 39896, 10874, 3215, 12610, 3660, 9673, 14407, 3615, 25708, 12399, 10874, 3215, 12610, 3660, 9673, 5016, 46958, 2288, 9307, 12399, 10874, 3215, 12610, 3660, 3714, 14407, 3615, 25708, 31767, 1829, 7649, 3660, 12399, 9154, 2423, 4386, 16490, 1211, 9957, 1829, 5551, 39648, 2423, 2740, 13672, 1829, 46811, 11331, 1211, 11296, 4724, 8592, 28820, 3714, 2304, 2655, 31377, 10874, 28259, 8978, 2423, 12462, 9284, 6156, 3224, 1829, 5551, 44510, 27884, 21542, 38436, 28671, 2423, 12462, 9284], "avg_logprob": -0.12443621134020619, "compression_ratio": 1.8571428571428572, "no_speech_prob": 0.0, "words": [{"start": 56.61, "end": 57.09, "word": "واللي", "probability": 0.7054036458333334}, {"start": 57.09, "end": 57.91, "word": " فعلا", "probability": 0.8898111979166666}, {"start": 57.91, "end": 58.25, "word": " ال", "probability": 0.9638671875}, {"start": 58.25, "end": 58.55, "word": " genetic", "probability": 0.84521484375}, {"start": 58.55, "end": 59.11, "word": " algorithm", "probability": 0.94091796875}, {"start": 59.11, "end": 59.59, "word": " في", "probability": 0.5234375}, {"start": 59.59, "end": 59.87, "word": " عملية", "probability": 0.955078125}, {"start": 59.87, "end": 59.99, "word": " ال", "probability": 0.89111328125}, {"start": 59.99, "end": 60.51, "word": " scheduling", "probability": 0.96337890625}, {"start": 60.51, "end": 60.77, "word": " أو", "probability": 0.62109375}, {"start": 60.77, "end": 60.91, "word": " ال", "probability": 0.89501953125}, {"start": 60.91, "end": 61.83, "word": " tabling", "probability": 0.758544921875}, {"start": 61.83, "end": 62.07, "word": " اللي", "probability": 0.857177734375}, {"start": 62.07, "end": 62.67, "word": " هي", "probability": 0.8056640625}, {"start": 62.67, "end": 63.69, "word": " جدولة", "probability": 0.9892578125}, {"start": 63.69, "end": 64.87, "word": " المواعيد،", "probability": 0.796484375}, {"start": 64.87, "end": 65.35, "word": " جدولة", "probability": 0.9920654296875}, {"start": 65.35, "end": 66.73, "word": " المحاضرات،", "probability": 0.978271484375}, {"start": 66.73, "end": 67.25, "word": " جدولة", "probability": 0.993896484375}, {"start": 67.25, "end": 67.71, "word": " مواعيد", "probability": 0.9700927734375}, {"start": 67.71, "end": 68.81, "word": " الصيانة،", "probability": 0.89736328125}, {"start": 68.81, "end": 70.13, "word": " من", "probability": 0.91162109375}, {"start": 70.13, "end": 70.73, "word": " ال", "probability": 0.73388671875}, {"start": 70.73, "end": 71.07, "word": " ..", "probability": 0.7919921875}, {"start": 71.07, "end": 71.39, "word": " خليني", "probability": 0.7698974609375}, {"start": 71.39, "end": 71.61, "word": " أقول", "probability": 0.85888671875}, {"start": 71.61, "end": 71.75, "word": " ال", "probability": 0.94091796875}, {"start": 71.75, "end": 72.33, "word": " problems", "probability": 0.91015625}, {"start": 72.33, "end": 72.99, "word": " اللي", "probability": 0.957763671875}, {"start": 72.99, "end": 73.19, "word": " تم", "probability": 0.99560546875}, {"start": 73.19, "end": 73.51, "word": " حلها", "probability": 0.8494466145833334}, {"start": 73.51, "end": 73.91, "word": " بشكل", "probability": 0.9944661458333334}, {"start": 73.91, "end": 74.39, "word": " ممتاز", "probability": 0.986083984375}, {"start": 74.39, "end": 74.77, "word": " جدا", "probability": 0.990478515625}, {"start": 74.77, "end": 74.91, "word": " في", "probability": 0.88818359375}, {"start": 74.91, "end": 74.97, "word": " ال", "probability": 0.91015625}, {"start": 74.97, "end": 75.19, "word": " genetic", "probability": 0.974609375}, {"start": 75.19, "end": 75.57, "word": " algorithm", "probability": 0.93017578125}, {"start": 75.57, "end": 75.91, "word": " فهي", "probability": 0.87451171875}, {"start": 75.91, "end": 76.25, "word": " أبدعة", "probability": 0.7430826822916666}, {"start": 76.25, "end": 76.59, "word": " الحقيقة", "probability": 0.9754231770833334}, {"start": 76.59, "end": 76.67, "word": " ال", "probability": 0.859375}, {"start": 76.67, "end": 76.89, "word": " genetic", "probability": 0.9541015625}, {"start": 76.89, "end": 77.31, "word": " algorithm", "probability": 0.93994140625}], "temperature": 1.0}, {"id": 5, "seek": 9311, "start": 77.59, "end": 93.11, "text": "في هذا المجال تحديدا طبعا إلها applications كتيرة تانية ولكن هذا أحد التطبيقات اللي فعلا ال genetic algorithm أثبتت فيه كفاءة كبيرة جدا و عشان هي كان كويس أن احنا نتكلم عن ال case study هذه اللي هي عملت ال scheduling", "tokens": [41185, 23758, 9673, 7435, 6027, 6055, 5016, 16254, 28259, 23032, 3555, 3615, 995, 11933, 1211, 11296, 5821, 9122, 2655, 48923, 6055, 7649, 10632, 35525, 19452, 23758, 5551, 24401, 16712, 9566, 21292, 4587, 9307, 13672, 1829, 6156, 3615, 15040, 2423, 12462, 9284, 5551, 12984, 3555, 2655, 2655, 8978, 3224, 9122, 5172, 16606, 3660, 9122, 3555, 48923, 10874, 28259, 4032, 6225, 8592, 7649, 39896, 25961, 9122, 45865, 3794, 14739, 1975, 5016, 8315, 8717, 2655, 4117, 19528, 18871, 2423, 1389, 2979, 29538, 13672, 1829, 39896, 6225, 42213, 2655, 2423, 29055], "avg_logprob": -0.12020596379244869, "compression_ratio": 1.5401785714285714, "no_speech_prob": 2.5033950805664062e-06, "words": [{"start": 77.59, "end": 78.01, "word": "في", "probability": 0.95849609375}, {"start": 78.01, "end": 78.25, "word": " هذا", "probability": 0.9560546875}, {"start": 78.25, "end": 78.59, "word": " المجال", "probability": 0.9954427083333334}, {"start": 78.59, "end": 79.23, "word": " تحديدا", "probability": 0.919677734375}, {"start": 79.23, "end": 80.53, "word": " طبعا", "probability": 0.896484375}, {"start": 80.53, "end": 81.11, "word": " إلها", "probability": 0.6741536458333334}, {"start": 81.11, "end": 82.07, "word": " applications", "probability": 0.93798828125}, {"start": 82.07, "end": 82.57, "word": " كتيرة", "probability": 0.9246419270833334}, {"start": 82.57, "end": 82.99, "word": " تانية", "probability": 0.9796549479166666}, {"start": 82.99, "end": 83.31, "word": " ولكن", "probability": 0.81689453125}, {"start": 83.31, "end": 83.47, "word": " هذا", "probability": 0.8642578125}, {"start": 83.47, "end": 83.73, "word": " أحد", "probability": 0.90625}, {"start": 83.73, "end": 84.33, "word": " التطبيقات", "probability": 0.9625}, {"start": 84.33, "end": 84.49, "word": " اللي", "probability": 0.76318359375}, {"start": 84.49, "end": 84.85, "word": " فعلا", "probability": 0.9436848958333334}, {"start": 84.85, "end": 85.05, "word": " ال", "probability": 0.9404296875}, {"start": 85.05, "end": 85.33, "word": " genetic", "probability": 0.8916015625}, {"start": 85.33, "end": 85.75, "word": " algorithm", "probability": 0.9443359375}, {"start": 85.75, "end": 86.17, "word": " أثبتت", "probability": 0.96494140625}, {"start": 86.17, "end": 86.61, "word": " فيه", "probability": 0.9619140625}, {"start": 86.61, "end": 87.33, "word": " كفاءة", "probability": 0.9527587890625}, {"start": 87.33, "end": 88.25, "word": " كبيرة", "probability": 0.9925130208333334}, {"start": 88.25, "end": 88.59, "word": " جدا", "probability": 0.997802734375}, {"start": 88.59, "end": 88.71, "word": " و", "probability": 0.955078125}, {"start": 88.71, "end": 88.91, "word": " عشان", "probability": 0.8624674479166666}, {"start": 88.91, "end": 88.99, "word": " هي", "probability": 0.93310546875}, {"start": 88.99, "end": 89.21, "word": " كان", "probability": 0.705078125}, {"start": 89.21, "end": 89.61, "word": " كويس", "probability": 0.9850260416666666}, {"start": 89.61, "end": 89.71, "word": " أن", "probability": 0.43017578125}, {"start": 89.71, "end": 89.89, "word": " احنا", "probability": 0.7681477864583334}, {"start": 89.89, "end": 90.23, "word": " نتكلم", "probability": 0.98828125}, {"start": 90.23, "end": 90.35, "word": " عن", "probability": 0.98876953125}, {"start": 90.35, "end": 90.47, "word": " ال", "probability": 0.583984375}, {"start": 90.47, "end": 90.61, "word": " case", "probability": 0.96923828125}, {"start": 90.61, "end": 90.97, "word": " study", "probability": 0.9736328125}, {"start": 90.97, "end": 91.27, "word": " هذه", "probability": 0.759765625}, {"start": 91.27, "end": 92.23, "word": " اللي", "probability": 0.968505859375}, {"start": 92.23, "end": 92.35, "word": " هي", "probability": 0.85107421875}, {"start": 92.35, "end": 92.65, "word": " عملت", "probability": 0.9718424479166666}, {"start": 92.65, "end": 92.73, "word": " ال", "probability": 0.497802734375}, {"start": 92.73, "end": 93.11, "word": " scheduling", "probability": 0.91748046875}], "temperature": 1.0}, {"id": 6, "seek": 11171, "start": 93.45, "end": 111.71, "text": "اللي كيف ممكن نعمل جدولة لمجموعة parameters مختلفة طبعا احنا لما بيجي بنعمل جدول بتكون فيه مجموعة كبيرة من ال parameters اللي انا محتاج ادخلها مع بعض و بيكون عندي objectivity عالية بمعنى ان ال objective function هي اكتر من objective function فبنسميها multi objective function", "tokens": [6027, 20292, 9122, 33911, 3714, 43020, 8717, 25957, 1211, 10874, 3215, 12610, 3660, 32767, 7435, 2304, 2407, 27884, 9834, 3714, 46456, 46538, 3660, 23032, 3555, 3615, 995, 1975, 5016, 8315, 5296, 15042, 4724, 1829, 7435, 1829, 44945, 25957, 1211, 10874, 3215, 12610, 39894, 30544, 8978, 3224, 3714, 7435, 2304, 2407, 27884, 9122, 3555, 48923, 9154, 2423, 9834, 13672, 1829, 1975, 8315, 3714, 33753, 26108, 1975, 3215, 9778, 1211, 11296, 20449, 45030, 11242, 4032, 4724, 1829, 30544, 18871, 16254, 2657, 4253, 6225, 6027, 10632, 4724, 2304, 3615, 1863, 7578, 16472, 2423, 10024, 2445, 39896, 1975, 4117, 2655, 2288, 9154, 10024, 2445, 6156, 3555, 1863, 38251, 1829, 11296, 4825, 10024, 2445], "avg_logprob": -0.11392045352946628, "compression_ratio": 1.8495575221238938, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 93.45, "end": 94.03, "word": "اللي", "probability": 0.872314453125}, {"start": 94.03, "end": 94.21, "word": " كيف", "probability": 0.986572265625}, {"start": 94.21, "end": 94.57, "word": " ممكن", "probability": 0.98388671875}, {"start": 94.57, "end": 95.19, "word": " نعمل", "probability": 0.9871419270833334}, {"start": 95.19, "end": 95.77, "word": " جدولة", "probability": 0.9930419921875}, {"start": 95.77, "end": 96.69, "word": " لمجموعة", "probability": 0.88046875}, {"start": 96.69, "end": 97.23, "word": " parameters", "probability": 0.69921875}, {"start": 97.23, "end": 97.91, "word": " مختلفة", "probability": 0.992919921875}, {"start": 97.91, "end": 98.37, "word": " طبعا", "probability": 0.84539794921875}, {"start": 98.37, "end": 98.57, "word": " احنا", "probability": 0.9444986979166666}, {"start": 98.57, "end": 98.69, "word": " لما", "probability": 0.965087890625}, {"start": 98.69, "end": 98.91, "word": " بيجي", "probability": 0.79315185546875}, {"start": 98.91, "end": 99.21, "word": " بنعمل", "probability": 0.9278971354166666}, {"start": 99.21, "end": 99.61, "word": " جدول", "probability": 0.99658203125}, {"start": 99.61, "end": 100.37, "word": " بتكون", "probability": 0.918212890625}, {"start": 100.37, "end": 100.67, "word": " فيه", "probability": 0.7802734375}, {"start": 100.67, "end": 101.07, "word": " مجموعة", "probability": 0.960546875}, {"start": 101.07, "end": 101.49, "word": " كبيرة", "probability": 0.986328125}, {"start": 101.49, "end": 101.69, "word": " من", "probability": 0.994140625}, {"start": 101.69, "end": 101.81, "word": " ال", "probability": 0.98681640625}, {"start": 101.81, "end": 102.25, "word": " parameters", "probability": 0.96240234375}, {"start": 102.25, "end": 102.47, "word": " اللي", "probability": 0.967529296875}, {"start": 102.47, "end": 102.57, "word": " انا", "probability": 0.82763671875}, {"start": 102.57, "end": 103.05, "word": " محتاج", "probability": 0.98779296875}, {"start": 103.05, "end": 103.61, "word": " ادخلها", "probability": 0.9037109375}, {"start": 103.61, "end": 103.79, "word": " مع", "probability": 0.99658203125}, {"start": 103.79, "end": 104.13, "word": " بعض", "probability": 0.996337890625}, {"start": 104.13, "end": 104.63, "word": " و", "probability": 0.7880859375}, {"start": 104.63, "end": 105.09, "word": " بيكون", "probability": 0.748046875}, {"start": 105.09, "end": 105.33, "word": " عندي", "probability": 0.7841796875}, {"start": 105.33, "end": 106.17, "word": " objectivity", "probability": 0.97314453125}, {"start": 106.17, "end": 106.83, "word": " عالية", "probability": 0.9894205729166666}, {"start": 106.83, "end": 107.19, "word": " بمعنى", "probability": 0.91552734375}, {"start": 107.19, "end": 107.35, "word": " ان", "probability": 0.74365234375}, {"start": 107.35, "end": 107.45, "word": " ال", "probability": 0.9541015625}, {"start": 107.45, "end": 107.83, "word": " objective", "probability": 0.486083984375}, {"start": 107.83, "end": 108.37, "word": " function", "probability": 0.97119140625}, {"start": 108.37, "end": 108.85, "word": " هي", "probability": 0.96484375}, {"start": 108.85, "end": 109.19, "word": " اكتر", "probability": 0.916015625}, {"start": 109.19, "end": 109.37, "word": " من", "probability": 0.9921875}, {"start": 109.37, "end": 109.89, "word": " objective", "probability": 0.76025390625}, {"start": 109.89, "end": 110.19, "word": " function", "probability": 0.974609375}, {"start": 110.19, "end": 110.69, "word": " فبنسميها", "probability": 0.84375}, {"start": 110.69, "end": 110.91, "word": " multi", "probability": 0.86669921875}, {"start": 110.91, "end": 111.29, "word": " objective", "probability": 0.59423828125}, {"start": 111.29, "end": 111.71, "word": " function", "probability": 0.9765625}], "temperature": 1.0}, {"id": 7, "seek": 12734, "start": 112.4, "end": 127.34, "text": "كويس؟ فبيكون في عندي أكتر من شغلة أنا محتاج أعملها optimization، maximize أو minimize أو اتنين تلاتة بدي أعملهم minimized في نفس الوقت و هم متعارضين عن بعض فبدي أضل أحاول أعمل compromise between them .. between them", "tokens": [4117, 45865, 3794, 22807, 6156, 21292, 30544, 8978, 18871, 16254, 5551, 4117, 2655, 2288, 9154, 13412, 17082, 37977, 41850, 3714, 33753, 26108, 5551, 25957, 1211, 11296, 19618, 12399, 19874, 34051, 17522, 34051, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 4724, 16254, 5551, 25957, 1211, 16095, 4464, 1602, 8978, 8717, 36178, 2423, 30543, 2655, 4032, 8032, 2304, 44650, 3615, 9640, 11242, 9957, 18871, 45030, 11242, 6156, 3555, 16254, 5551, 11242, 1211, 5551, 5016, 995, 12610, 5551, 25957, 1211, 18577, 1296, 552, 4386, 1296, 552], "avg_logprob": -0.15367647339315976, "compression_ratio": 1.5260663507109005, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 112.4, "end": 112.96, "word": "كويس؟", "probability": 0.724853515625}, {"start": 112.96, "end": 113.48, "word": " فبيكون", "probability": 0.8614908854166666}, {"start": 113.48, "end": 113.6, "word": " في", "probability": 0.92578125}, {"start": 113.6, "end": 113.8, "word": " عندي", "probability": 0.896484375}, {"start": 113.8, "end": 114.12, "word": " أكتر", "probability": 0.9456787109375}, {"start": 114.12, "end": 114.26, "word": " من", "probability": 0.9931640625}, {"start": 114.26, "end": 114.56, "word": " شغلة", "probability": 0.8289388020833334}, {"start": 114.56, "end": 114.66, "word": " أنا", "probability": 0.73046875}, {"start": 114.66, "end": 115.0, "word": " محتاج", "probability": 0.9930013020833334}, {"start": 115.0, "end": 115.42, "word": " أعملها", "probability": 0.96044921875}, {"start": 115.42, "end": 116.86, "word": " optimization،", "probability": 0.6119384765625}, {"start": 116.86, "end": 117.38, "word": " maximize", "probability": 0.654296875}, {"start": 117.38, "end": 117.7, "word": " أو", "probability": 0.7421875}, {"start": 117.7, "end": 118.18, "word": " minimize", "probability": 0.7958984375}, {"start": 118.18, "end": 118.48, "word": " أو", "probability": 0.73291015625}, {"start": 118.48, "end": 119.08, "word": " اتنين", "probability": 0.909912109375}, {"start": 119.08, "end": 119.38, "word": " تلاتة", "probability": 0.8863525390625}, {"start": 119.38, "end": 119.54, "word": " بدي", "probability": 0.822509765625}, {"start": 119.54, "end": 119.78, "word": " أعملهم", "probability": 0.8782958984375}, {"start": 119.78, "end": 120.12, "word": " minimized", "probability": 0.7227783203125}, {"start": 120.12, "end": 120.22, "word": " في", "probability": 0.91748046875}, {"start": 120.22, "end": 120.36, "word": " نفس", "probability": 0.997314453125}, {"start": 120.36, "end": 120.76, "word": " الوقت", "probability": 0.9938151041666666}, {"start": 120.76, "end": 121.16, "word": " و", "probability": 0.72705078125}, {"start": 121.16, "end": 121.44, "word": " هم", "probability": 0.971923828125}, {"start": 121.44, "end": 122.64, "word": " متعارضين", "probability": 0.96435546875}, {"start": 122.64, "end": 122.78, "word": " عن", "probability": 0.98046875}, {"start": 122.78, "end": 123.04, "word": " بعض", "probability": 0.996337890625}, {"start": 123.04, "end": 123.32, "word": " فبدي", "probability": 0.85107421875}, {"start": 123.32, "end": 123.7, "word": " أضل", "probability": 0.822265625}, {"start": 123.7, "end": 124.34, "word": " أحاول", "probability": 0.8851318359375}, {"start": 124.34, "end": 124.68, "word": " أعمل", "probability": 0.9513346354166666}, {"start": 124.68, "end": 125.26, "word": " compromise", "probability": 0.978515625}, {"start": 125.26, "end": 125.6, "word": " between", "probability": 0.9580078125}, {"start": 125.6, "end": 125.9, "word": " them", "probability": 0.951171875}, {"start": 125.9, "end": 126.32, "word": " ..", "probability": 0.55224609375}, {"start": 126.32, "end": 126.78, "word": " between", "probability": 0.78662109375}, {"start": 126.78, "end": 127.34, "word": " them", "probability": 0.91943359375}], "temperature": 1.0}, {"id": 8, "seek": 14844, "start": 128.11, "end": 148.45, "text": "واحدة منهم اللي هي عملية ال scheduling زي لما نقول والله أنا بدي أفضل مواعيد ممكنة للمدرس في المحاضرة في نفس الوقت بدي أفضل مواعيد ممكنة للطالب بحيث أنه جدوله مايكونش مكدس في يومين تلاتة وفي نفس الوقت أفضل مواعيد محددة للقاعات وتشغيل القاعات للمختبرات وتشغيل المختبرات فهذه واحدة من المشاكل اللي فيها", "tokens": [14407, 24401, 3660, 9154, 16095, 13672, 1829, 39896, 6225, 42213, 10632, 2423, 29055, 30767, 1829, 5296, 15042, 8717, 39648, 16070, 43761, 41850, 4724, 16254, 5551, 5172, 11242, 1211, 3714, 14407, 3615, 25708, 3714, 43020, 3660, 5296, 19528, 3215, 2288, 3794, 8978, 9673, 5016, 46958, 25720, 8978, 8717, 36178, 2423, 30543, 2655, 4724, 16254, 5551, 5172, 11242, 1211, 3714, 14407, 3615, 25708, 3714, 43020, 3660, 24976, 9566, 6027, 3555, 4724, 5016, 1829, 12984, 14739, 3224, 10874, 3215, 12610, 3224, 19446, 1829, 30544, 8592, 3714, 4117, 3215, 3794, 8978, 7251, 20498, 9957, 6055, 1211, 9307, 3660, 4032, 41185, 8717, 36178, 2423, 30543, 2655, 5551, 5172, 11242, 1211, 3714, 14407, 3615, 25708, 3714, 24401, 41891, 24976, 4587, 45761, 9307, 34683, 8592, 17082, 26895, 25062, 45761, 9307, 5296, 19528, 46456, 26890, 9307, 34683, 8592, 17082, 26895, 9673, 46456, 26890, 9307, 6156, 3224, 24192, 36764, 24401, 3660, 9154, 9673, 8592, 995, 28820, 13672, 1829, 8978, 11296], "avg_logprob": -0.11472039468782513, "compression_ratio": 2.1606425702811247, "no_speech_prob": 5.960464477539062e-07, "words": [{"start": 128.11, "end": 128.57, "word": "واحدة", "probability": 0.8255208333333334}, {"start": 128.57, "end": 128.81, "word": " منهم", "probability": 0.950439453125}, {"start": 128.81, "end": 128.99, "word": " اللي", "probability": 0.771240234375}, {"start": 128.99, "end": 129.25, "word": " هي", "probability": 0.8701171875}, {"start": 129.25, "end": 129.91, "word": " عملية", "probability": 0.9664713541666666}, {"start": 129.91, "end": 129.99, "word": " ال", "probability": 0.7451171875}, {"start": 129.99, "end": 130.43, "word": " scheduling", "probability": 0.9013671875}, {"start": 130.43, "end": 131.05, "word": " زي", "probability": 0.955322265625}, {"start": 131.05, "end": 131.19, "word": " لما", "probability": 0.908203125}, {"start": 131.19, "end": 131.41, "word": " نقول", "probability": 0.960205078125}, {"start": 131.41, "end": 131.61, "word": " والله", "probability": 0.67919921875}, {"start": 131.61, "end": 131.75, "word": " أنا", "probability": 0.40966796875}, {"start": 131.75, "end": 131.95, "word": " بدي", "probability": 0.888916015625}, {"start": 131.95, "end": 132.45, "word": " أفضل", "probability": 0.937255859375}, {"start": 132.45, "end": 133.13, "word": " مواعيد", "probability": 0.89990234375}, {"start": 133.13, "end": 133.69, "word": " ممكنة", "probability": 0.9713541666666666}, {"start": 133.69, "end": 134.41, "word": " للمدرس", "probability": 0.976953125}, {"start": 134.41, "end": 134.51, "word": " في", "probability": 0.90234375}, {"start": 134.51, "end": 134.99, "word": " المحاضرة", "probability": 0.9901123046875}, {"start": 134.99, "end": 135.15, "word": " في", "probability": 0.41015625}, {"start": 135.15, "end": 135.33, "word": " نفس", "probability": 0.998291015625}, {"start": 135.33, "end": 135.57, "word": " الوقت", "probability": 0.9716796875}, {"start": 135.57, "end": 135.83, "word": " بدي", "probability": 0.898681640625}, {"start": 135.83, "end": 136.23, "word": " أفضل", "probability": 0.9892578125}, {"start": 136.23, "end": 136.59, "word": " مواعيد", "probability": 0.935791015625}, {"start": 136.59, "end": 136.97, "word": " ممكنة", "probability": 0.97802734375}, {"start": 136.97, "end": 137.69, "word": " للطالب", "probability": 0.969482421875}, {"start": 137.69, "end": 138.25, "word": " بحيث", "probability": 0.977294921875}, {"start": 138.25, "end": 138.45, "word": " أنه", "probability": 0.5440673828125}, {"start": 138.45, "end": 138.73, "word": " جدوله", "probability": 0.8193359375}, {"start": 138.73, "end": 139.15, "word": " مايكونش", "probability": 0.63433837890625}, {"start": 139.15, "end": 139.95, "word": " مكدس", "probability": 0.7838134765625}, {"start": 139.95, "end": 140.07, "word": " في", "probability": 0.98681640625}, {"start": 140.07, "end": 140.33, "word": " يومين", "probability": 0.9833984375}, {"start": 140.33, "end": 140.77, "word": " تلاتة", "probability": 0.939208984375}, {"start": 140.77, "end": 141.13, "word": " وفي", "probability": 0.71484375}, {"start": 141.13, "end": 141.35, "word": " نفس", "probability": 0.9990234375}, {"start": 141.35, "end": 141.81, "word": " الوقت", "probability": 0.9892578125}, {"start": 141.81, "end": 142.53, "word": " أفضل", "probability": 0.9862060546875}, {"start": 142.53, "end": 142.99, "word": " مواعيد", "probability": 0.934326171875}, {"start": 142.99, "end": 143.65, "word": " محددة", "probability": 0.9578450520833334}, {"start": 143.65, "end": 144.43, "word": " للقاعات", "probability": 0.8486328125}, {"start": 144.43, "end": 144.85, "word": " وتشغيل", "probability": 0.874267578125}, {"start": 144.85, "end": 145.39, "word": " القاعات", "probability": 0.9876302083333334}, {"start": 145.39, "end": 146.25, "word": " للمختبرات", "probability": 0.90400390625}, {"start": 146.25, "end": 146.59, "word": " وتشغيل", "probability": 0.8798828125}, {"start": 146.59, "end": 147.01, "word": " المختبرات", "probability": 0.9873046875}, {"start": 147.01, "end": 147.29, "word": " فهذه", "probability": 0.88427734375}, {"start": 147.29, "end": 147.55, "word": " واحدة", "probability": 0.98974609375}, {"start": 147.55, "end": 147.65, "word": " من", "probability": 0.9833984375}, {"start": 147.65, "end": 148.05, "word": " المشاكل", "probability": 0.99072265625}, {"start": 148.05, "end": 148.19, "word": " اللي", "probability": 0.97802734375}, {"start": 148.19, "end": 148.45, "word": " فيها", "probability": 0.992919921875}], "temperature": 1.0}, {"id": 9, "seek": 17302, "start": 148.8, "end": 173.02, "text": "objectives كتيرة بمعنى إنه في functions كتيرة وكل واحدة بتقول أنا إيه اللي خصيصي أكتر أنا .. أنا الأولى في ال .. في ال optimization المدرس بيقولك لأ أنا أحطن في أقل في يومين تلاتة مثلا عشان أخلص ومانهاجي و أخلص الطالب لأ بده أفرد لإنه أنا بالراحة بدي أدرس القاعات بدنا ناخد بالنا إنه مايكنش استهلاك عالي على قاعة و .. و قليلة في قاعة تانية", "tokens": [41070, 1539, 9122, 2655, 48923, 4724, 2304, 3615, 1863, 7578, 36145, 3224, 8978, 6828, 9122, 2655, 48923, 4032, 28820, 36764, 24401, 3660, 39894, 39648, 41850, 11933, 1829, 3224, 13672, 1829, 16490, 9381, 1829, 9381, 1829, 5551, 4117, 2655, 2288, 41850, 4386, 41850, 16247, 12610, 7578, 8978, 2423, 4386, 8978, 2423, 19618, 9673, 3215, 2288, 3794, 4724, 1829, 39648, 4117, 5296, 10721, 41850, 5551, 5016, 9566, 1863, 8978, 5551, 4587, 1211, 8978, 7251, 20498, 9957, 6055, 1211, 9307, 3660, 50113, 15040, 6225, 8592, 7649, 5551, 9778, 1211, 9381, 4032, 2304, 7649, 3224, 26108, 1829, 4032, 5551, 9778, 1211, 9381, 41950, 6027, 3555, 5296, 10721, 47525, 3224, 5551, 5172, 2288, 3215, 5296, 28814, 1863, 3224, 41850, 20666, 23557, 5016, 3660, 4724, 16254, 5551, 3215, 2288, 3794, 25062, 45761, 9307, 47525, 8315, 8717, 47283, 3215, 20666, 8315, 36145, 3224, 19446, 1829, 19452, 8592, 44713, 3224, 15040, 4117, 6225, 6027, 1829, 15844, 12174, 45761, 3660, 4032, 4386, 4032, 12174, 20292, 37977, 8978, 12174, 45761, 3660, 6055, 7649, 10632], "avg_logprob": -0.15018939141071205, "compression_ratio": 1.8729641693811074, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 148.8, "end": 149.54, "word": "objectives", "probability": 0.701904296875}, {"start": 149.54, "end": 149.96, "word": " كتيرة", "probability": 0.9099934895833334}, {"start": 149.96, "end": 150.66, "word": " بمعنى", "probability": 0.91943359375}, {"start": 150.66, "end": 150.9, "word": " إنه", "probability": 0.5633544921875}, {"start": 150.9, "end": 151.0, "word": " في", "probability": 0.85107421875}, {"start": 151.0, "end": 151.5, "word": " functions", "probability": 0.62109375}, {"start": 151.5, "end": 152.02, "word": " كتيرة", "probability": 0.8990885416666666}, {"start": 152.02, "end": 152.32, "word": " وكل", "probability": 0.720947265625}, {"start": 152.32, "end": 152.74, "word": " واحدة", "probability": 0.9860026041666666}, {"start": 152.74, "end": 153.46, "word": " بتقول", "probability": 0.98779296875}, {"start": 153.46, "end": 153.62, "word": " أنا", "probability": 0.8046875}, {"start": 153.62, "end": 153.74, "word": " إيه", "probability": 0.7084147135416666}, {"start": 153.74, "end": 153.8, "word": " اللي", "probability": 0.77685546875}, {"start": 153.8, "end": 154.18, "word": " خصيصي", "probability": 0.911328125}, {"start": 154.18, "end": 154.42, "word": " أكتر", "probability": 0.945068359375}, {"start": 154.42, "end": 154.64, "word": " أنا", "probability": 0.466552734375}, {"start": 154.64, "end": 154.72, "word": " ..", "probability": 0.62109375}, {"start": 154.72, "end": 154.92, "word": " أنا", "probability": 0.71826171875}, {"start": 154.92, "end": 155.56, "word": " الأولى", "probability": 0.9825846354166666}, {"start": 155.56, "end": 156.04, "word": " في", "probability": 0.98974609375}, {"start": 156.04, "end": 156.48, "word": " ال", "probability": 0.98388671875}, {"start": 156.48, "end": 157.06, "word": " ..", "probability": 0.95166015625}, {"start": 157.06, "end": 157.96, "word": " في", "probability": 0.9501953125}, {"start": 157.96, "end": 158.04, "word": " ال", "probability": 0.9892578125}, {"start": 158.04, "end": 158.54, "word": " optimization", "probability": 0.974609375}, {"start": 158.54, "end": 159.62, "word": " المدرس", "probability": 0.972900390625}, {"start": 159.62, "end": 159.94, "word": " بيقولك", "probability": 0.931396484375}, {"start": 159.94, "end": 160.06, "word": " لأ", "probability": 0.974609375}, {"start": 160.06, "end": 160.2, "word": " أنا", "probability": 0.751953125}, {"start": 160.2, "end": 160.5, "word": " أحطن", "probability": 0.808837890625}, {"start": 160.5, "end": 160.66, "word": " في", "probability": 0.8408203125}, {"start": 160.66, "end": 161.1, "word": " أقل", "probability": 0.94287109375}, {"start": 161.1, "end": 161.36, "word": " في", "probability": 0.5498046875}, {"start": 161.36, "end": 161.56, "word": " يومين", "probability": 0.984375}, {"start": 161.56, "end": 161.88, "word": " تلاتة", "probability": 0.9241943359375}, {"start": 161.88, "end": 162.14, "word": " مثلا", "probability": 0.9794921875}, {"start": 162.14, "end": 162.36, "word": " عشان", "probability": 0.9762369791666666}, {"start": 162.36, "end": 162.76, "word": " أخلص", "probability": 0.9693603515625}, {"start": 162.76, "end": 163.12, "word": " ومانهاجي", "probability": 0.6971028645833334}, {"start": 163.12, "end": 163.18, "word": " و", "probability": 0.916015625}, {"start": 163.18, "end": 163.44, "word": " أخلص", "probability": 0.93896484375}, {"start": 163.44, "end": 164.2, "word": " الطالب", "probability": 0.8414713541666666}, {"start": 164.2, "end": 164.42, "word": " لأ", "probability": 0.992431640625}, {"start": 164.42, "end": 164.68, "word": " بده", "probability": 0.70703125}, {"start": 164.68, "end": 165.04, "word": " أفرد", "probability": 0.7724609375}, {"start": 165.04, "end": 165.34, "word": " لإنه", "probability": 0.75531005859375}, {"start": 165.34, "end": 165.42, "word": " أنا", "probability": 0.76123046875}, {"start": 165.42, "end": 165.86, "word": " بالراحة", "probability": 0.8787841796875}, {"start": 165.86, "end": 166.06, "word": " بدي", "probability": 0.77197265625}, {"start": 166.06, "end": 166.4, "word": " أدرس", "probability": 0.9918212890625}, {"start": 166.4, "end": 167.44, "word": " القاعات", "probability": 0.9500325520833334}, {"start": 167.44, "end": 167.88, "word": " بدنا", "probability": 0.957763671875}, {"start": 167.88, "end": 168.16, "word": " ناخد", "probability": 0.99560546875}, {"start": 168.16, "end": 168.48, "word": " بالنا", "probability": 0.95849609375}, {"start": 168.48, "end": 168.7, "word": " إنه", "probability": 0.884033203125}, {"start": 168.7, "end": 169.0, "word": " مايكنش", "probability": 0.890869140625}, {"start": 169.0, "end": 169.44, "word": " استهلاك", "probability": 0.953857421875}, {"start": 169.44, "end": 169.7, "word": " عالي", "probability": 0.9783528645833334}, {"start": 169.7, "end": 169.96, "word": " على", "probability": 0.8798828125}, {"start": 169.96, "end": 170.7, "word": " قاعة", "probability": 0.8302408854166666}, {"start": 170.7, "end": 171.02, "word": " و", "probability": 0.99169921875}, {"start": 171.02, "end": 171.22, "word": " ..", "probability": 0.72509765625}, {"start": 171.22, "end": 171.92, "word": " و", "probability": 0.94287109375}, {"start": 171.92, "end": 172.3, "word": " قليلة", "probability": 0.8785807291666666}, {"start": 172.3, "end": 172.46, "word": " في", "probability": 0.98193359375}, {"start": 172.46, "end": 172.74, "word": " قاعة", "probability": 0.841796875}, {"start": 172.74, "end": 173.02, "word": " تانية", "probability": 0.9954427083333334}], "temperature": 1.0}, {"id": 10, "seek": 18652, "start": 173.24, "end": 186.52, "text": "فهذه واحدة الحقيقة من المشاكل اللي هنشوف الآن scheduling إلها لكن ال scheduling تبعتنا لل problem هذه هي إلها علاقة بجدولة مواعيد صيانة محطة كهربا، محطة الكهربا هذه", "tokens": [5172, 3224, 24192, 36764, 24401, 3660, 21542, 38436, 28671, 9154, 9673, 8592, 995, 28820, 13672, 1829, 8032, 1863, 8592, 38688, 6024, 48506, 29055, 11933, 1211, 11296, 44381, 2423, 29055, 6055, 3555, 34268, 8315, 24976, 1154, 29538, 39896, 11933, 1211, 11296, 11203, 995, 28671, 4724, 7435, 3215, 12610, 3660, 3714, 14407, 3615, 25708, 20328, 1829, 7649, 3660, 3714, 5016, 9566, 3660, 9122, 3224, 25513, 995, 12399, 3714, 5016, 9566, 3660, 33251, 3224, 25513, 995, 29538], "avg_logprob": -0.1905208396911621, "compression_ratio": 1.6023391812865497, "no_speech_prob": 0.0, "words": [{"start": 173.24, "end": 173.8, "word": "فهذه", "probability": 0.7804361979166666}, {"start": 173.8, "end": 174.08, "word": " واحدة", "probability": 0.9611002604166666}, {"start": 174.08, "end": 174.38, "word": " الحقيقة", "probability": 0.9462890625}, {"start": 174.38, "end": 174.48, "word": " من", "probability": 0.94873046875}, {"start": 174.48, "end": 174.96, "word": " المشاكل", "probability": 0.9930419921875}, {"start": 174.96, "end": 175.56, "word": " اللي", "probability": 0.83349609375}, {"start": 175.56, "end": 176.08, "word": " هنشوف", "probability": 0.8594970703125}, {"start": 176.08, "end": 176.48, "word": " الآن", "probability": 0.59332275390625}, {"start": 176.48, "end": 177.24, "word": " scheduling", "probability": 0.61767578125}, {"start": 177.24, "end": 177.82, "word": " إلها", "probability": 0.6971842447916666}, {"start": 177.82, "end": 178.48, "word": " لكن", "probability": 0.6083984375}, {"start": 178.48, "end": 178.66, "word": " ال", "probability": 0.84228515625}, {"start": 178.66, "end": 179.08, "word": " scheduling", "probability": 0.921875}, {"start": 179.08, "end": 179.8, "word": " تبعتنا", "probability": 0.9423828125}, {"start": 179.8, "end": 180.02, "word": " لل", "probability": 0.275390625}, {"start": 180.02, "end": 180.4, "word": " problem", "probability": 0.85595703125}, {"start": 180.4, "end": 180.66, "word": " هذه", "probability": 0.7265625}, {"start": 180.66, "end": 180.8, "word": " هي", "probability": 0.364013671875}, {"start": 180.8, "end": 181.12, "word": " إلها", "probability": 0.67724609375}, {"start": 181.12, "end": 181.62, "word": " علاقة", "probability": 0.9890950520833334}, {"start": 181.62, "end": 182.72, "word": " بجدولة", "probability": 0.91318359375}, {"start": 182.72, "end": 183.16, "word": " مواعيد", "probability": 0.8878173828125}, {"start": 183.16, "end": 183.98, "word": " صيانة", "probability": 0.9559326171875}, {"start": 183.98, "end": 184.68, "word": " محطة", "probability": 0.9930419921875}, {"start": 184.68, "end": 185.38, "word": " كهربا،", "probability": 0.786767578125}, {"start": 185.38, "end": 185.8, "word": " محطة", "probability": 0.9822998046875}, {"start": 185.8, "end": 186.28, "word": " الكهربا", "probability": 0.9910888671875}, {"start": 186.28, "end": 186.52, "word": " هذه", "probability": 0.8271484375}], "temperature": 1.0}, {"id": 11, "seek": 20919, "start": 187.67, "end": 209.19, "text": "قبل ما نتحدث فيها بدنا نقول إنه ال maintenance من الأشياء اللي كتير مستخدمة فيها في ال genetic algorithm و واحدة من ال .. خليني أقول ال problems اللي بقدر أسنفها إن هي non deterministic .. non deterministic problem بمعنى إن هي مالهاش معادلة واضحة، هي عادة بتروح ل heuristics و بتروح ل ..", "tokens": [4587, 36150, 19446, 8717, 2655, 24401, 12984, 8978, 11296, 47525, 8315, 8717, 39648, 36145, 3224, 2423, 11258, 9154, 16247, 8592, 1829, 16606, 13672, 1829, 9122, 2655, 13546, 3714, 14851, 9778, 40448, 3660, 8978, 11296, 8978, 2423, 12462, 9284, 4032, 36764, 24401, 3660, 9154, 2423, 4386, 16490, 1211, 9957, 1829, 5551, 39648, 2423, 2740, 13672, 1829, 4724, 28543, 2288, 5551, 3794, 1863, 5172, 11296, 36145, 39896, 2107, 15957, 3142, 4386, 2107, 15957, 3142, 1154, 4724, 2304, 3615, 1863, 7578, 36145, 39896, 3714, 6027, 3224, 33599, 20449, 18513, 37977, 4032, 46958, 5016, 3660, 12399, 39896, 6225, 18513, 3660, 39894, 32887, 5016, 5296, 415, 374, 6006, 4032, 39894, 32887, 5016, 5296, 4386], "avg_logprob": -0.15142045630650086, "compression_ratio": 1.68359375, "no_speech_prob": 0.0, "words": [{"start": 187.67, "end": 187.95, "word": "قبل", "probability": 0.77978515625}, {"start": 187.95, "end": 188.09, "word": " ما", "probability": 0.8916015625}, {"start": 188.09, "end": 188.45, "word": " نتحدث", "probability": 0.9443359375}, {"start": 188.45, "end": 188.73, "word": " فيها", "probability": 0.98095703125}, {"start": 188.73, "end": 188.99, "word": " بدنا", "probability": 0.787109375}, {"start": 188.99, "end": 189.23, "word": " نقول", "probability": 0.994140625}, {"start": 189.23, "end": 189.67, "word": " إنه", "probability": 0.3900146484375}, {"start": 189.67, "end": 190.01, "word": " ال", "probability": 0.97998046875}, {"start": 190.01, "end": 190.33, "word": " maintenance", "probability": 0.82958984375}, {"start": 190.33, "end": 190.63, "word": " من", "probability": 0.98486328125}, {"start": 190.63, "end": 190.99, "word": " الأشياء", "probability": 0.99560546875}, {"start": 190.99, "end": 191.13, "word": " اللي", "probability": 0.941650390625}, {"start": 191.13, "end": 191.31, "word": " كتير", "probability": 0.9791666666666666}, {"start": 191.31, "end": 191.83, "word": " مستخدمة", "probability": 0.96142578125}, {"start": 191.83, "end": 192.05, "word": " فيها", "probability": 0.9931640625}, {"start": 192.05, "end": 192.19, "word": " في", "probability": 0.9208984375}, {"start": 192.19, "end": 192.27, "word": " ال", "probability": 0.96875}, {"start": 192.27, "end": 192.47, "word": " genetic", "probability": 0.7802734375}, {"start": 192.47, "end": 192.95, "word": " algorithm", "probability": 0.94775390625}, {"start": 192.95, "end": 193.49, "word": " و", "probability": 0.86279296875}, {"start": 193.49, "end": 194.19, "word": " واحدة", "probability": 0.84619140625}, {"start": 194.19, "end": 194.43, "word": " من", "probability": 0.99365234375}, {"start": 194.43, "end": 195.01, "word": " ال", "probability": 0.921875}, {"start": 195.01, "end": 195.53, "word": " ..", "probability": 0.8134765625}, {"start": 195.53, "end": 195.79, "word": " خليني", "probability": 0.8804931640625}, {"start": 195.79, "end": 196.01, "word": " أقول", "probability": 0.858154296875}, {"start": 196.01, "end": 196.11, "word": " ال", "probability": 0.53759765625}, {"start": 196.11, "end": 196.45, "word": " problems", "probability": 0.92431640625}, {"start": 196.45, "end": 196.63, "word": " اللي", "probability": 0.988037109375}, {"start": 196.63, "end": 196.91, "word": " بقدر", "probability": 0.9630533854166666}, {"start": 196.91, "end": 197.37, "word": " أسنفها", "probability": 0.773486328125}, {"start": 197.37, "end": 197.47, "word": " إن", "probability": 0.68408203125}, {"start": 197.47, "end": 197.67, "word": " هي", "probability": 0.765625}, {"start": 197.67, "end": 197.91, "word": " non", "probability": 0.66650390625}, {"start": 197.91, "end": 201.45, "word": " deterministic", "probability": 0.5999755859375}, {"start": 201.45, "end": 201.55, "word": " ..", "probability": 0.734375}, {"start": 201.55, "end": 201.75, "word": " non", "probability": 0.900390625}, {"start": 201.75, "end": 202.33, "word": " deterministic", "probability": 0.9013671875}, {"start": 202.33, "end": 202.75, "word": " problem", "probability": 0.9638671875}, {"start": 202.75, "end": 203.61, "word": " بمعنى", "probability": 0.95439453125}, {"start": 203.61, "end": 204.01, "word": " إن", "probability": 0.9267578125}, {"start": 204.01, "end": 204.19, "word": " هي", "probability": 0.88427734375}, {"start": 204.19, "end": 204.59, "word": " مالهاش", "probability": 0.910888671875}, {"start": 204.59, "end": 205.01, "word": " معادلة", "probability": 0.9890950520833334}, {"start": 205.01, "end": 205.81, "word": " واضحة،", "probability": 0.9205078125}, {"start": 205.81, "end": 205.95, "word": " هي", "probability": 0.80419921875}, {"start": 205.95, "end": 206.35, "word": " عادة", "probability": 0.9842122395833334}, {"start": 206.35, "end": 206.73, "word": " بتروح", "probability": 0.9744466145833334}, {"start": 206.73, "end": 206.85, "word": " ل", "probability": 0.58544921875}, {"start": 206.85, "end": 207.53, "word": " heuristics", "probability": 0.7607421875}, {"start": 207.53, "end": 207.97, "word": " و", "probability": 0.75537109375}, {"start": 207.97, "end": 208.33, "word": " بتروح", "probability": 0.9638671875}, {"start": 208.33, "end": 208.53, "word": " ل", "probability": 0.9560546875}, {"start": 208.53, "end": 209.19, "word": " ..", "probability": 0.9287109375}], "temperature": 1.0}, {"id": 12, "seek": 23151, "start": 209.45, "end": 231.51, "text": "الproblem اللى بنقدر نسميها ال complexity بتاعتها شوية عالية ان اقدر اعمل compromise لمعظم ال objectives مع بعض كويس بنقدر نقول ان ال genetic algorithm بتقدر تحللنا هذا الموضوع من خلال انه عشان نعمل development لل genetic algorithm لأى scheduling بدنا نعمله جدولة", "tokens": [6027, 47419, 13672, 7578, 44945, 28543, 2288, 8717, 38251, 1829, 11296, 2423, 14024, 39894, 995, 34268, 11296, 13412, 2407, 10632, 6225, 6027, 10632, 16472, 1975, 28543, 2288, 1975, 25957, 1211, 18577, 32767, 3615, 19913, 2304, 2423, 15961, 20449, 45030, 11242, 9122, 45865, 3794, 44945, 28543, 2288, 8717, 39648, 16472, 2423, 12462, 9284, 39894, 28543, 2288, 6055, 5016, 1211, 1211, 8315, 23758, 9673, 2407, 11242, 45367, 9154, 16490, 1211, 6027, 16472, 3224, 6225, 8592, 7649, 8717, 25957, 1211, 3250, 24976, 12462, 9284, 5296, 10721, 7578, 29055, 47525, 8315, 8717, 25957, 43761, 10874, 3215, 12610, 3660], "avg_logprob": -0.13626644172166524, "compression_ratio": 1.628099173553719, "no_speech_prob": 0.0, "words": [{"start": 209.45, "end": 210.05, "word": "الproblem", "probability": 0.5313720703125}, {"start": 210.05, "end": 210.23, "word": " اللى", "probability": 0.776611328125}, {"start": 210.23, "end": 210.57, "word": " بنقدر", "probability": 0.8772786458333334}, {"start": 210.57, "end": 211.09, "word": " نسميها", "probability": 0.986572265625}, {"start": 211.09, "end": 212.03, "word": " ال", "probability": 0.90234375}, {"start": 212.03, "end": 212.49, "word": " complexity", "probability": 0.9375}, {"start": 212.49, "end": 213.03, "word": " بتاعتها", "probability": 0.9464111328125}, {"start": 213.03, "end": 213.67, "word": " شوية", "probability": 0.9293619791666666}, {"start": 213.67, "end": 214.43, "word": " عالية", "probability": 0.98046875}, {"start": 214.43, "end": 214.81, "word": " ان", "probability": 0.31494140625}, {"start": 214.81, "end": 215.27, "word": " اقدر", "probability": 0.8738606770833334}, {"start": 215.27, "end": 215.97, "word": " اعمل", "probability": 0.958984375}, {"start": 215.97, "end": 216.65, "word": " compromise", "probability": 0.955078125}, {"start": 216.65, "end": 217.37, "word": " لمعظم", "probability": 0.9351806640625}, {"start": 217.37, "end": 217.73, "word": " ال", "probability": 0.96728515625}, {"start": 217.73, "end": 218.19, "word": " objectives", "probability": 0.71875}, {"start": 218.19, "end": 218.47, "word": " مع", "probability": 0.99658203125}, {"start": 218.47, "end": 218.77, "word": " بعض", "probability": 0.992431640625}, {"start": 218.77, "end": 220.31, "word": " كويس", "probability": 0.7061360677083334}, {"start": 220.31, "end": 220.79, "word": " بنقدر", "probability": 0.84765625}, {"start": 220.79, "end": 221.15, "word": " نقول", "probability": 0.98486328125}, {"start": 221.15, "end": 221.61, "word": " ان", "probability": 0.82373046875}, {"start": 221.61, "end": 221.81, "word": " ال", "probability": 0.9072265625}, {"start": 221.81, "end": 222.05, "word": " genetic", "probability": 0.94970703125}, {"start": 222.05, "end": 222.55, "word": " algorithm", "probability": 0.927734375}, {"start": 222.55, "end": 223.09, "word": " بتقدر", "probability": 0.9801432291666666}, {"start": 223.09, "end": 223.53, "word": " تحللنا", "probability": 0.92763671875}, {"start": 223.53, "end": 223.73, "word": " هذا", "probability": 0.95849609375}, {"start": 223.73, "end": 224.29, "word": " الموضوع", "probability": 0.9986572265625}, {"start": 224.29, "end": 224.73, "word": " من", "probability": 0.98193359375}, {"start": 224.73, "end": 225.27, "word": " خلال", "probability": 0.9938151041666666}, {"start": 225.27, "end": 226.03, "word": " انه", "probability": 0.93017578125}, {"start": 226.03, "end": 226.31, "word": " عشان", "probability": 0.9895833333333334}, {"start": 226.31, "end": 226.59, "word": " نعمل", "probability": 0.9964192708333334}, {"start": 226.59, "end": 227.03, "word": " development", "probability": 0.96240234375}, {"start": 227.03, "end": 227.45, "word": " لل", "probability": 0.204345703125}, {"start": 227.45, "end": 227.85, "word": " genetic", "probability": 0.5732421875}, {"start": 227.85, "end": 228.39, "word": " algorithm", "probability": 0.9423828125}, {"start": 228.39, "end": 229.27, "word": " لأى", "probability": 0.79931640625}, {"start": 229.27, "end": 229.77, "word": " scheduling", "probability": 0.91064453125}, {"start": 229.77, "end": 230.21, "word": " بدنا", "probability": 0.95068359375}, {"start": 230.21, "end": 230.71, "word": " نعمله", "probability": 0.9920247395833334}, {"start": 230.71, "end": 231.51, "word": " جدولة", "probability": 0.9464111328125}], "temperature": 1.0}, {"id": 13, "seek": 25802, "start": 232.28, "end": 258.02, "text": "محتاجي ان اعمل specification للproblem نفسها انحدد ال problem و خصوصا انه في اكتر من objective انا محتاج اشتغلها اكتر من هدف بدي اعمل minimize لشغله و ممكن اكون بدي اعمل maximize لشغله تانية زي ما الآن هنبدأ نتعرف على المشكلة اللي خاصة بيه المحطة الكهربا هذه و كيف انا ممكن اعمل افضل جدولة صيانة ل ال units اللي موجودة ال units اللي موجودة هي المولدات", "tokens": [2304, 33753, 26108, 1829, 16472, 1975, 25957, 1211, 31256, 24976, 47419, 8717, 36178, 11296, 16472, 24401, 3215, 2423, 1154, 4032, 16490, 9381, 2407, 9381, 995, 16472, 3224, 8978, 1975, 4117, 2655, 2288, 9154, 10024, 1975, 8315, 3714, 33753, 26108, 1975, 8592, 2655, 17082, 1211, 11296, 1975, 4117, 2655, 2288, 9154, 8032, 3215, 5172, 4724, 16254, 1975, 25957, 1211, 17522, 5296, 8592, 17082, 1211, 3224, 4032, 3714, 43020, 1975, 30544, 4724, 16254, 1975, 25957, 1211, 19874, 5296, 8592, 17082, 1211, 3224, 6055, 7649, 10632, 30767, 1829, 19446, 6024, 48506, 8032, 1863, 44510, 10721, 8717, 2655, 3615, 28480, 15844, 9673, 8592, 28820, 3660, 13672, 1829, 16490, 33546, 3660, 4724, 1829, 3224, 9673, 5016, 9566, 3660, 33251, 3224, 25513, 995, 29538, 4032, 9122, 33911, 1975, 8315, 3714, 43020, 1975, 25957, 1211, 1975, 5172, 11242, 1211, 10874, 3215, 12610, 3660, 20328, 1829, 7649, 3660, 5296, 2423, 6815, 13672, 1829, 3714, 29245, 23328, 3660, 2423, 6815, 13672, 1829, 3714, 29245, 23328, 3660, 39896, 9673, 12610, 3215, 9307], "avg_logprob": -0.12020705576323293, "compression_ratio": 1.929530201342282, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 232.28, "end": 232.8, "word": "محتاجي", "probability": 0.8853759765625}, {"start": 232.8, "end": 232.9, "word": " ان", "probability": 0.448974609375}, {"start": 232.9, "end": 233.12, "word": " اعمل", "probability": 0.9225260416666666}, {"start": 233.12, "end": 233.66, "word": " specification", "probability": 0.95556640625}, {"start": 233.66, "end": 234.32, "word": " للproblem", "probability": 0.5611572265625}, {"start": 234.32, "end": 234.8, "word": " نفسها", "probability": 0.986328125}, {"start": 234.8, "end": 235.46, "word": " انحدد", "probability": 0.7879231770833334}, {"start": 235.46, "end": 235.56, "word": " ال", "probability": 0.7900390625}, {"start": 235.56, "end": 235.9, "word": " problem", "probability": 0.70703125}, {"start": 235.9, "end": 236.38, "word": " و", "probability": 0.92529296875}, {"start": 236.38, "end": 236.9, "word": " خصوصا", "probability": 0.92724609375}, {"start": 236.9, "end": 237.2, "word": " انه", "probability": 0.6724853515625}, {"start": 237.2, "end": 237.32, "word": " في", "probability": 0.89111328125}, {"start": 237.32, "end": 237.72, "word": " اكتر", "probability": 0.939453125}, {"start": 237.72, "end": 237.94, "word": " من", "probability": 0.9951171875}, {"start": 237.94, "end": 239.2, "word": " objective", "probability": 0.78515625}, {"start": 239.2, "end": 239.42, "word": " انا", "probability": 0.895263671875}, {"start": 239.42, "end": 239.76, "word": " محتاج", "probability": 0.9892578125}, {"start": 239.76, "end": 240.38, "word": " اشتغلها", "probability": 0.9663899739583334}, {"start": 240.38, "end": 240.98, "word": " اكتر", "probability": 0.9638671875}, {"start": 240.98, "end": 241.12, "word": " من", "probability": 0.9951171875}, {"start": 241.12, "end": 241.42, "word": " هدف", "probability": 0.99462890625}, {"start": 241.42, "end": 241.62, "word": " بدي", "probability": 0.498046875}, {"start": 241.62, "end": 241.84, "word": " اعمل", "probability": 0.9736328125}, {"start": 241.84, "end": 242.12, "word": " minimize", "probability": 0.73046875}, {"start": 242.12, "end": 242.58, "word": " لشغله", "probability": 0.82236328125}, {"start": 242.58, "end": 242.64, "word": " و", "probability": 0.84716796875}, {"start": 242.64, "end": 242.84, "word": " ممكن", "probability": 0.797119140625}, {"start": 242.84, "end": 243.12, "word": " اكون", "probability": 0.76708984375}, {"start": 243.12, "end": 243.32, "word": " بدي", "probability": 0.9375}, {"start": 243.32, "end": 243.5, "word": " اعمل", "probability": 0.9796549479166666}, {"start": 243.5, "end": 243.9, "word": " maximize", "probability": 0.67529296875}, {"start": 243.9, "end": 244.4, "word": " لشغله", "probability": 0.9515625}, {"start": 244.4, "end": 244.74, "word": " تانية", "probability": 0.939453125}, {"start": 244.74, "end": 245.22, "word": " زي", "probability": 0.9619140625}, {"start": 245.22, "end": 245.32, "word": " ما", "probability": 0.94384765625}, {"start": 245.32, "end": 245.54, "word": " الآن", "probability": 0.68310546875}, {"start": 245.54, "end": 246.28, "word": " هنبدأ", "probability": 0.910400390625}, {"start": 246.28, "end": 246.8, "word": " نتعرف", "probability": 0.9888916015625}, {"start": 246.8, "end": 247.48, "word": " على", "probability": 0.83203125}, {"start": 247.48, "end": 248.28, "word": " المشكلة", "probability": 0.9852294921875}, {"start": 248.28, "end": 248.4, "word": " اللي", "probability": 0.897705078125}, {"start": 248.4, "end": 248.8, "word": " خاصة", "probability": 0.9684244791666666}, {"start": 248.8, "end": 249.48, "word": " بيه", "probability": 0.7000325520833334}, {"start": 249.48, "end": 250.58, "word": " المحطة", "probability": 0.8773193359375}, {"start": 250.58, "end": 251.02, "word": " الكهربا", "probability": 0.9620361328125}, {"start": 251.02, "end": 251.26, "word": " هذه", "probability": 0.78955078125}, {"start": 251.26, "end": 251.36, "word": " و", "probability": 0.95361328125}, {"start": 251.36, "end": 251.52, "word": " كيف", "probability": 0.797119140625}, {"start": 251.52, "end": 251.64, "word": " انا", "probability": 0.947509765625}, {"start": 251.64, "end": 251.98, "word": " ممكن", "probability": 0.986083984375}, {"start": 251.98, "end": 252.6, "word": " اعمل", "probability": 0.9638671875}, {"start": 252.6, "end": 253.1, "word": " افضل", "probability": 0.9803466796875}, {"start": 253.1, "end": 253.76, "word": " جدولة", "probability": 0.9886474609375}, {"start": 253.76, "end": 254.72, "word": " صيانة", "probability": 0.936279296875}, {"start": 254.72, "end": 255.18, "word": " ل", "probability": 0.6328125}, {"start": 255.18, "end": 255.4, "word": " ال", "probability": 0.6435546875}, {"start": 255.4, "end": 255.7, "word": " units", "probability": 0.97412109375}, {"start": 255.7, "end": 255.88, "word": " اللي", "probability": 0.958984375}, {"start": 255.88, "end": 256.28, "word": " موجودة", "probability": 0.9859619140625}, {"start": 256.28, "end": 256.36, "word": " ال", "probability": 0.8994140625}, {"start": 256.36, "end": 256.56, "word": " units", "probability": 0.9775390625}, {"start": 256.56, "end": 256.72, "word": " اللي", "probability": 0.9638671875}, {"start": 256.72, "end": 257.06, "word": " موجودة", "probability": 0.990966796875}, {"start": 257.06, "end": 257.24, "word": " هي", "probability": 0.724609375}, {"start": 257.24, "end": 258.02, "word": " المولدات", "probability": 0.971923828125}], "temperature": 1.0}, {"id": 14, "seek": 27272, "start": 258.52, "end": 272.72, "text": "بكون في محطة الكهربا أكتر من مولد واحد فالان بدنا نشوف كيف ننشط الكلام ده عشان هيك بدنا نحدد أولش specification أو specify the problem بدنا نعرف ال constraints ال constraints أهم شغلة لازم نعرفها بشكل كتير كويس", "tokens": [3555, 30544, 8978, 3714, 5016, 9566, 3660, 33251, 3224, 25513, 995, 5551, 4117, 2655, 2288, 9154, 3714, 12610, 3215, 36764, 24401, 6156, 6027, 7649, 47525, 8315, 8717, 8592, 38688, 9122, 33911, 8717, 1863, 8592, 9566, 2423, 28820, 10943, 11778, 3224, 6225, 8592, 7649, 39896, 4117, 47525, 8315, 8717, 24401, 3215, 5551, 12610, 8592, 31256, 34051, 16500, 264, 1154, 47525, 8315, 8717, 3615, 28480, 2423, 18491, 2423, 18491, 5551, 16095, 13412, 17082, 37977, 5296, 31377, 2304, 8717, 3615, 28480, 11296, 4724, 8592, 28820, 9122, 2655, 13546, 9122, 45865, 3794], "avg_logprob": -0.12605337212594708, "compression_ratio": 1.655, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 258.52, "end": 258.84, "word": "بكون", "probability": 0.607666015625}, {"start": 258.84, "end": 259.12, "word": " في", "probability": 0.83642578125}, {"start": 259.12, "end": 259.5, "word": " محطة", "probability": 0.991455078125}, {"start": 259.5, "end": 259.84, "word": " الكهربا", "probability": 0.9656982421875}, {"start": 259.84, "end": 260.12, "word": " أكتر", "probability": 0.906494140625}, {"start": 260.12, "end": 260.24, "word": " من", "probability": 0.974609375}, {"start": 260.24, "end": 260.64, "word": " مولد", "probability": 0.9625651041666666}, {"start": 260.64, "end": 260.98, "word": " واحد", "probability": 0.9921875}, {"start": 260.98, "end": 261.54, "word": " فالان", "probability": 0.6751302083333334}, {"start": 261.54, "end": 261.76, "word": " بدنا", "probability": 0.951416015625}, {"start": 261.76, "end": 262.02, "word": " نشوف", "probability": 0.98681640625}, {"start": 262.02, "end": 262.2, "word": " كيف", "probability": 0.95166015625}, {"start": 262.2, "end": 262.54, "word": " ننشط", "probability": 0.9541015625}, {"start": 262.54, "end": 262.82, "word": " الكلام", "probability": 0.8723958333333334}, {"start": 262.82, "end": 262.94, "word": " ده", "probability": 0.7314453125}, {"start": 262.94, "end": 263.2, "word": " عشان", "probability": 0.7825520833333334}, {"start": 263.2, "end": 263.34, "word": " هيك", "probability": 0.938720703125}, {"start": 263.34, "end": 263.48, "word": " بدنا", "probability": 0.89453125}, {"start": 263.48, "end": 263.84, "word": " نحدد", "probability": 0.9830729166666666}, {"start": 263.84, "end": 264.18, "word": " أولش", "probability": 0.6456705729166666}, {"start": 264.18, "end": 265.06, "word": " specification", "probability": 0.84375}, {"start": 265.06, "end": 265.5, "word": " أو", "probability": 0.7265625}, {"start": 265.5, "end": 265.96, "word": " specify", "probability": 0.91796875}, {"start": 265.96, "end": 266.18, "word": " the", "probability": 0.482666015625}, {"start": 266.18, "end": 266.62, "word": " problem", "probability": 0.95458984375}, {"start": 266.62, "end": 267.3, "word": " بدنا", "probability": 0.937255859375}, {"start": 267.3, "end": 267.7, "word": " نعرف", "probability": 0.8912760416666666}, {"start": 267.7, "end": 267.84, "word": " ال", "probability": 0.9560546875}, {"start": 267.84, "end": 268.56, "word": " constraints", "probability": 0.94970703125}, {"start": 268.56, "end": 269.16, "word": " ال", "probability": 0.8310546875}, {"start": 269.16, "end": 269.68, "word": " constraints", "probability": 0.9501953125}, {"start": 269.68, "end": 270.22, "word": " أهم", "probability": 0.979248046875}, {"start": 270.22, "end": 270.56, "word": " شغلة", "probability": 0.8614908854166666}, {"start": 270.56, "end": 270.82, "word": " لازم", "probability": 0.9864908854166666}, {"start": 270.82, "end": 271.16, "word": " نعرفها", "probability": 0.964599609375}, {"start": 271.16, "end": 271.48, "word": " بشكل", "probability": 0.9798177083333334}, {"start": 271.48, "end": 271.96, "word": " كتير", "probability": 0.9803059895833334}, {"start": 271.96, "end": 272.72, "word": " كويس", "probability": 0.9762369791666666}], "temperature": 1.0}, {"id": 15, "seek": 29131, "start": 273.59, "end": 291.31, "text": "أنا إيش المحددات تبعتي، بمعنى قيمة معينة، مش لازم تنزل عن كذا، مش لازم تزيد عن كذا، هذه لابد أن نكون ماخدين بالنا منها بشكل كتير كبير و كتير مهم لأنه بتأثر بشكل كبير، فلازم أكون محدد ال constraints بقى، القيود لكل متغير، ال optimum criteria", "tokens": [10721, 8315, 11933, 1829, 8592, 9673, 24401, 3215, 9307, 6055, 3555, 3615, 31371, 12399, 4724, 2304, 3615, 1863, 7578, 12174, 32640, 3660, 20449, 9957, 3660, 12399, 37893, 5296, 31377, 2304, 6055, 1863, 11622, 1211, 18871, 9122, 15730, 12399, 37893, 5296, 31377, 2304, 6055, 11622, 25708, 18871, 9122, 15730, 12399, 29538, 5296, 16758, 3215, 14739, 8717, 30544, 3714, 47283, 3215, 9957, 20666, 8315, 9154, 11296, 4724, 8592, 28820, 9122, 2655, 13546, 9122, 3555, 13546, 4032, 9122, 2655, 13546, 3714, 16095, 5296, 33456, 3224, 39894, 10721, 49115, 4724, 8592, 28820, 9122, 3555, 13546, 12399, 6156, 1211, 31377, 2304, 5551, 30544, 3714, 24401, 3215, 2423, 18491, 4724, 4587, 7578, 12399, 25062, 1829, 23328, 5296, 28820, 44650, 17082, 13546, 12399, 2423, 39326, 11101], "avg_logprob": -0.14244791741172472, "compression_ratio": 1.7553648068669527, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 273.59, "end": 273.93, "word": "أنا", "probability": 0.781982421875}, {"start": 273.93, "end": 274.29, "word": " إيش", "probability": 0.6432291666666666}, {"start": 274.29, "end": 274.97, "word": " المحددات", "probability": 0.9754638671875}, {"start": 274.97, "end": 275.51, "word": " تبعتي،", "probability": 0.746728515625}, {"start": 275.51, "end": 275.99, "word": " بمعنى", "probability": 0.9818359375}, {"start": 275.99, "end": 276.25, "word": " قيمة", "probability": 0.9908854166666666}, {"start": 276.25, "end": 276.97, "word": " معينة،", "probability": 0.9608154296875}, {"start": 276.97, "end": 277.39, "word": " مش", "probability": 0.9306640625}, {"start": 277.39, "end": 277.65, "word": " لازم", "probability": 0.9947916666666666}, {"start": 277.65, "end": 277.99, "word": " تنزل", "probability": 0.98583984375}, {"start": 277.99, "end": 278.13, "word": " عن", "probability": 0.98828125}, {"start": 278.13, "end": 278.55, "word": " كذا،", "probability": 0.9518229166666666}, {"start": 278.55, "end": 278.65, "word": " مش", "probability": 0.95263671875}, {"start": 278.65, "end": 278.93, "word": " لازم", "probability": 0.9938151041666666}, {"start": 278.93, "end": 279.17, "word": " تزيد", "probability": 0.99462890625}, {"start": 279.17, "end": 279.33, "word": " عن", "probability": 0.98974609375}, {"start": 279.33, "end": 279.85, "word": " كذا،", "probability": 0.9690755208333334}, {"start": 279.85, "end": 280.01, "word": " هذه", "probability": 0.50048828125}, {"start": 280.01, "end": 280.45, "word": " لابد", "probability": 0.9326171875}, {"start": 280.45, "end": 280.63, "word": " أن", "probability": 0.424560546875}, {"start": 280.63, "end": 280.85, "word": " نكون", "probability": 0.6971435546875}, {"start": 280.85, "end": 281.19, "word": " ماخدين", "probability": 0.9598388671875}, {"start": 281.19, "end": 281.47, "word": " بالنا", "probability": 0.674560546875}, {"start": 281.47, "end": 281.71, "word": " منها", "probability": 0.995361328125}, {"start": 281.71, "end": 282.13, "word": " بشكل", "probability": 0.9640299479166666}, {"start": 282.13, "end": 282.57, "word": " كتير", "probability": 0.825439453125}, {"start": 282.57, "end": 282.99, "word": " كبير", "probability": 0.9944661458333334}, {"start": 282.99, "end": 283.49, "word": " و", "probability": 0.9208984375}, {"start": 283.49, "end": 283.77, "word": " كتير", "probability": 0.7893880208333334}, {"start": 283.77, "end": 284.23, "word": " مهم", "probability": 0.99609375}, {"start": 284.23, "end": 284.81, "word": " لأنه", "probability": 0.7957356770833334}, {"start": 284.81, "end": 285.37, "word": " بتأثر", "probability": 0.9215494791666666}, {"start": 285.37, "end": 285.87, "word": " بشكل", "probability": 0.9908854166666666}, {"start": 285.87, "end": 286.23, "word": " كبير،", "probability": 0.9180908203125}, {"start": 286.23, "end": 286.47, "word": " فلازم", "probability": 0.9351806640625}, {"start": 286.47, "end": 286.63, "word": " أكون", "probability": 0.766845703125}, {"start": 286.63, "end": 286.99, "word": " محدد", "probability": 0.9903971354166666}, {"start": 286.99, "end": 287.09, "word": " ال", "probability": 0.95654296875}, {"start": 287.09, "end": 287.55, "word": " constraints", "probability": 0.88720703125}, {"start": 287.55, "end": 287.83, "word": " بقى،", "probability": 0.57171630859375}, {"start": 287.83, "end": 288.37, "word": " القيود", "probability": 0.9689127604166666}, {"start": 288.37, "end": 288.89, "word": " لكل", "probability": 0.9814453125}, {"start": 288.89, "end": 289.89, "word": " متغير،", "probability": 0.8543701171875}, {"start": 289.89, "end": 289.97, "word": " ال", "probability": 0.97314453125}, {"start": 289.97, "end": 290.69, "word": " optimum", "probability": 0.9833984375}, {"start": 290.69, "end": 291.31, "word": " criteria", "probability": 0.92822265625}], "temperature": 1.0}, {"id": 16, "seek": 30929, "start": 292.09, "end": 309.29, "text": "كل criteria أو ال functions الحقيقة اللي محتاج احددها او اعملها maximize or minimize وبدأ اقارن بينها لازم تكون محددة بشكل ممتاز جدا فهذه كل criteria اللي محتاجين انحددها ايش الأفضلية لها هل هي maximize or minimize؟", "tokens": [28820, 11101, 34051, 2423, 6828, 21542, 38436, 28671, 13672, 1829, 3714, 33753, 26108, 1975, 24401, 3215, 11296, 1975, 2407, 1975, 25957, 1211, 11296, 19874, 420, 17522, 4032, 44510, 10721, 1975, 4587, 9640, 1863, 49374, 11296, 5296, 31377, 2304, 6055, 30544, 3714, 24401, 41891, 4724, 8592, 28820, 3714, 2304, 2655, 31377, 10874, 28259, 6156, 3224, 24192, 28242, 11101, 13672, 1829, 3714, 33753, 26108, 9957, 16472, 24401, 3215, 11296, 1975, 1829, 8592, 16247, 5172, 11242, 1211, 10632, 5296, 11296, 8032, 1211, 39896, 19874, 420, 17522, 22807], "avg_logprob": -0.1687500042073867, "compression_ratio": 1.6989795918367347, "no_speech_prob": 0.0, "words": [{"start": 292.09, "end": 292.39, "word": "كل", "probability": 0.8515625}, {"start": 292.39, "end": 292.99, "word": " criteria", "probability": 0.349365234375}, {"start": 292.99, "end": 293.31, "word": " أو", "probability": 0.7080078125}, {"start": 293.31, "end": 293.63, "word": " ال", "probability": 0.96826171875}, {"start": 293.63, "end": 294.43, "word": " functions", "probability": 0.80078125}, {"start": 294.43, "end": 295.47, "word": " الحقيقة", "probability": 0.9871419270833334}, {"start": 295.47, "end": 295.65, "word": " اللي", "probability": 0.8203125}, {"start": 295.65, "end": 296.33, "word": " محتاج", "probability": 0.9913736979166666}, {"start": 296.33, "end": 297.05, "word": " احددها", "probability": 0.83599853515625}, {"start": 297.05, "end": 297.61, "word": " او", "probability": 0.808837890625}, {"start": 297.61, "end": 297.91, "word": " اعملها", "probability": 0.8616943359375}, {"start": 297.91, "end": 298.23, "word": " maximize", "probability": 0.67578125}, {"start": 298.23, "end": 298.47, "word": " or", "probability": 0.646484375}, {"start": 298.47, "end": 299.11, "word": " minimize", "probability": 0.6904296875}, {"start": 299.11, "end": 299.97, "word": " وبدأ", "probability": 0.6117350260416666}, {"start": 299.97, "end": 300.55, "word": " اقارن", "probability": 0.9576416015625}, {"start": 300.55, "end": 301.05, "word": " بينها", "probability": 0.984619140625}, {"start": 301.05, "end": 301.37, "word": " لازم", "probability": 0.9576822916666666}, {"start": 301.37, "end": 301.55, "word": " تكون", "probability": 0.9833984375}, {"start": 301.55, "end": 301.95, "word": " محددة", "probability": 0.96923828125}, {"start": 301.95, "end": 302.33, "word": " بشكل", "probability": 0.9905598958333334}, {"start": 302.33, "end": 303.11, "word": " ممتاز", "probability": 0.9884033203125}, {"start": 303.11, "end": 303.41, "word": " جدا", "probability": 0.99267578125}, {"start": 303.41, "end": 303.73, "word": " فهذه", "probability": 0.8359375}, {"start": 303.73, "end": 303.93, "word": " كل", "probability": 0.98681640625}, {"start": 303.93, "end": 304.47, "word": " criteria", "probability": 0.68115234375}, {"start": 304.47, "end": 305.59, "word": " اللي", "probability": 0.9755859375}, {"start": 305.59, "end": 306.13, "word": " محتاجين", "probability": 0.9923095703125}, {"start": 306.13, "end": 306.69, "word": " انحددها", "probability": 0.813720703125}, {"start": 306.69, "end": 306.93, "word": " ايش", "probability": 0.7862955729166666}, {"start": 306.93, "end": 307.55, "word": " الأفضلية", "probability": 0.9310546875}, {"start": 307.55, "end": 307.81, "word": " لها", "probability": 0.5977783203125}, {"start": 307.81, "end": 307.99, "word": " هل", "probability": 0.8515625}, {"start": 307.99, "end": 308.07, "word": " هي", "probability": 0.9423828125}, {"start": 308.07, "end": 308.41, "word": " maximize", "probability": 0.7568359375}, {"start": 308.41, "end": 308.73, "word": " or", "probability": 0.90478515625}, {"start": 308.73, "end": 309.29, "word": " minimize؟", "probability": 0.8515625}], "temperature": 1.0}, {"id": 17, "seek": 33619, "start": 310.01, "end": 336.19, "text": "تمام بعدين رقم اتنين بدنا نشتغلها و نفكر دايما فيها practically اللي هي represent the problem domain as a chromosome طبيعي فبدي أبدأ أشتغل الحلول هذه و احنا قلنا انه ال domain المفروض هو ال range ل .. ل chromosomes اللي ممكن تكون حل فلو اجينا جمعنا كل الحلول الممكنة", "tokens": [39237, 10943, 39182, 9957, 12602, 4587, 2304, 1975, 2655, 1863, 9957, 47525, 8315, 8717, 8592, 2655, 17082, 1211, 11296, 4032, 8717, 5172, 37983, 11778, 47302, 15042, 8978, 11296, 15667, 13672, 1829, 39896, 2906, 264, 1154, 9274, 382, 257, 42896, 23032, 21292, 3615, 1829, 6156, 3555, 16254, 5551, 44510, 10721, 5551, 8592, 2655, 17082, 1211, 21542, 1211, 12610, 29538, 4032, 1975, 5016, 8315, 12174, 1211, 8315, 16472, 3224, 2423, 9274, 9673, 5172, 32887, 11242, 31439, 2423, 3613, 5296, 4386, 5296, 45228, 13672, 1829, 3714, 43020, 6055, 30544, 11331, 1211, 6156, 1211, 2407, 1975, 7435, 1829, 8315, 10874, 2304, 3615, 8315, 28242, 21542, 1211, 12610, 9673, 43020, 3660], "avg_logprob": -0.13142523698717634, "compression_ratio": 1.6205533596837944, "no_speech_prob": 0.0, "words": [{"start": 310.01, "end": 310.45, "word": "تمام", "probability": 0.817138671875}, {"start": 310.45, "end": 312.13, "word": " بعدين", "probability": 0.725341796875}, {"start": 312.13, "end": 312.63, "word": " رقم", "probability": 0.9026692708333334}, {"start": 312.63, "end": 312.97, "word": " اتنين", "probability": 0.9482421875}, {"start": 312.97, "end": 313.21, "word": " بدنا", "probability": 0.77490234375}, {"start": 313.21, "end": 313.77, "word": " نشتغلها", "probability": 0.9940592447916666}, {"start": 313.77, "end": 313.91, "word": " و", "probability": 0.9658203125}, {"start": 313.91, "end": 314.25, "word": " نفكر", "probability": 0.94921875}, {"start": 314.25, "end": 314.61, "word": " دايما", "probability": 0.7565104166666666}, {"start": 314.61, "end": 314.97, "word": " فيها", "probability": 0.978515625}, {"start": 314.97, "end": 315.79, "word": " practically", "probability": 0.8828125}, {"start": 315.79, "end": 316.39, "word": " اللي", "probability": 0.880615234375}, {"start": 316.39, "end": 316.71, "word": " هي", "probability": 0.88134765625}, {"start": 316.71, "end": 317.75, "word": " represent", "probability": 0.9208984375}, {"start": 317.75, "end": 318.23, "word": " the", "probability": 0.8310546875}, {"start": 318.23, "end": 318.65, "word": " problem", "probability": 0.9326171875}, {"start": 318.65, "end": 319.25, "word": " domain", "probability": 0.984375}, {"start": 319.25, "end": 320.05, "word": " as", "probability": 0.9345703125}, {"start": 320.05, "end": 320.49, "word": " a", "probability": 0.8837890625}, {"start": 320.49, "end": 320.81, "word": " chromosome", "probability": 0.95751953125}, {"start": 320.81, "end": 321.65, "word": " طبيعي", "probability": 0.9002685546875}, {"start": 321.65, "end": 322.23, "word": " فبدي", "probability": 0.768798828125}, {"start": 322.23, "end": 322.51, "word": " أبدأ", "probability": 0.74462890625}, {"start": 322.51, "end": 322.91, "word": " أشتغل", "probability": 0.954296875}, {"start": 322.91, "end": 323.43, "word": " الحلول", "probability": 0.9939778645833334}, {"start": 323.43, "end": 323.79, "word": " هذه", "probability": 0.73876953125}, {"start": 323.79, "end": 324.63, "word": " و", "probability": 0.8076171875}, {"start": 324.63, "end": 324.79, "word": " احنا", "probability": 0.8976236979166666}, {"start": 324.79, "end": 325.15, "word": " قلنا", "probability": 0.828125}, {"start": 325.15, "end": 326.83, "word": " انه", "probability": 0.617431640625}, {"start": 326.83, "end": 327.03, "word": " ال", "probability": 0.974609375}, {"start": 327.03, "end": 327.33, "word": " domain", "probability": 0.99169921875}, {"start": 327.33, "end": 327.97, "word": " المفروض", "probability": 0.994873046875}, {"start": 327.97, "end": 328.15, "word": " هو", "probability": 0.98974609375}, {"start": 328.15, "end": 328.29, "word": " ال", "probability": 0.91357421875}, {"start": 328.29, "end": 328.57, "word": " range", "probability": 0.96337890625}, {"start": 328.57, "end": 328.81, "word": " ل", "probability": 0.8720703125}, {"start": 328.81, "end": 329.13, "word": " ..", "probability": 0.397216796875}, {"start": 329.13, "end": 329.37, "word": " ل", "probability": 0.94287109375}, {"start": 329.37, "end": 329.93, "word": " chromosomes", "probability": 0.76806640625}, {"start": 329.93, "end": 330.41, "word": " اللي", "probability": 0.986572265625}, {"start": 330.41, "end": 330.91, "word": " ممكن", "probability": 0.9912109375}, {"start": 330.91, "end": 331.35, "word": " تكون", "probability": 0.986083984375}, {"start": 331.35, "end": 331.75, "word": " حل", "probability": 0.920166015625}, {"start": 331.75, "end": 332.57, "word": " فلو", "probability": 0.8907877604166666}, {"start": 332.57, "end": 332.89, "word": " اجينا", "probability": 0.79791259765625}, {"start": 332.89, "end": 333.35, "word": " جمعنا", "probability": 0.9879150390625}, {"start": 333.35, "end": 333.83, "word": " كل", "probability": 0.9931640625}, {"start": 333.83, "end": 334.99, "word": " الحلول", "probability": 0.9944661458333334}, {"start": 334.99, "end": 336.19, "word": " الممكنة", "probability": 0.9879557291666666}], "temperature": 1.0}, {"id": 18, "seek": 34486, "start": 336.74, "end": 344.86, "text": "مش ال optimal كل الحلول الممكنة لمشكلة معينة فبقدر أسميها كلهم جمعتهم عملتلهم اتحاد داخل set معين فبقول هذا هو ال domain للحل", "tokens": [2304, 8592, 2423, 16252, 28242, 21542, 1211, 12610, 9673, 43020, 3660, 32767, 8592, 28820, 3660, 20449, 9957, 3660, 6156, 3555, 28543, 2288, 5551, 38251, 1829, 11296, 28242, 16095, 10874, 2304, 34268, 16095, 6225, 42213, 2655, 1211, 16095, 1975, 2655, 5016, 18513, 11778, 47283, 1211, 992, 20449, 9957, 6156, 3555, 39648, 23758, 31439, 2423, 9274, 24976, 5016, 1211], "avg_logprob": -0.1169181040905673, "compression_ratio": 1.4722222222222223, "no_speech_prob": 1.0132789611816406e-06, "words": [{"start": 336.74, "end": 337.0, "word": "مش", "probability": 0.95654296875}, {"start": 337.0, "end": 337.12, "word": " ال", "probability": 0.96875}, {"start": 337.12, "end": 337.48, "word": " optimal", "probability": 0.8505859375}, {"start": 337.48, "end": 338.22, "word": " كل", "probability": 0.5361328125}, {"start": 338.22, "end": 338.7, "word": " الحلول", "probability": 0.9934895833333334}, {"start": 338.7, "end": 339.2, "word": " الممكنة", "probability": 0.96044921875}, {"start": 339.2, "end": 339.56, "word": " لمشكلة", "probability": 0.931640625}, {"start": 339.56, "end": 339.92, "word": " معينة", "probability": 0.9869791666666666}, {"start": 339.92, "end": 340.28, "word": " فبقدر", "probability": 0.9307861328125}, {"start": 340.28, "end": 340.72, "word": " أسميها", "probability": 0.85052490234375}, {"start": 340.72, "end": 341.2, "word": " كلهم", "probability": 0.82470703125}, {"start": 341.2, "end": 341.58, "word": " جمعتهم", "probability": 0.9796142578125}, {"start": 341.58, "end": 341.94, "word": " عملتلهم", "probability": 0.7541015625}, {"start": 341.94, "end": 342.4, "word": " اتحاد", "probability": 0.9542236328125}, {"start": 342.4, "end": 343.02, "word": " داخل", "probability": 0.97412109375}, {"start": 343.02, "end": 343.24, "word": " set", "probability": 0.93896484375}, {"start": 343.24, "end": 343.6, "word": " معين", "probability": 0.978271484375}, {"start": 343.6, "end": 343.94, "word": " فبقول", "probability": 0.8958333333333334}, {"start": 343.94, "end": 344.1, "word": " هذا", "probability": 0.6826171875}, {"start": 344.1, "end": 344.22, "word": " هو", "probability": 0.990234375}, {"start": 344.22, "end": 344.3, "word": " ال", "probability": 0.9365234375}, {"start": 344.3, "end": 344.48, "word": " domain", "probability": 0.9853515625}, {"start": 344.48, "end": 344.86, "word": " للحل", "probability": 0.892578125}], "temperature": 1.0}, {"id": 19, "seek": 37468, "start": 345.48, "end": 374.68, "text": "هذا هو domain الحل هذه كل النقاط الممكنة انها تكون حلول الآن بعد ذلك هل الحل هذا هو optimal ولا لأ؟ هذه جزء تانية هو هذا اللي بنتكلم فيه في ال AI في ال genetic algorithm هو اللي بده يقسلنا الآن جديش بقدر اقول عن ال expert system تبعي هذا ان هو جاب لل optimal من مجموعة الحلول الممكنة فالان بدنا نحدد ال domain لل chromosomes اللي بدي اخد منها كل chromosome ممكن", "tokens": [3224, 15730, 31439, 9274, 21542, 1211, 29538, 28242, 28239, 4587, 41193, 9673, 43020, 3660, 16472, 11296, 6055, 30544, 11331, 1211, 12610, 6024, 48506, 39182, 29910, 23275, 8032, 1211, 21542, 1211, 23758, 31439, 16252, 49429, 5296, 10721, 22807, 29538, 10874, 11622, 38207, 6055, 7649, 10632, 31439, 23758, 13672, 1829, 4724, 29399, 4117, 19528, 8978, 3224, 8978, 2423, 7318, 8978, 2423, 12462, 9284, 31439, 13672, 1829, 47525, 3224, 7251, 4587, 3794, 1211, 8315, 6024, 48506, 10874, 16254, 8592, 4724, 28543, 2288, 1975, 39648, 18871, 2423, 5844, 1185, 6055, 3555, 3615, 1829, 23758, 16472, 31439, 10874, 16758, 24976, 16252, 9154, 3714, 7435, 2304, 2407, 27884, 21542, 1211, 12610, 9673, 43020, 3660, 6156, 6027, 7649, 47525, 8315, 8717, 24401, 3215, 2423, 9274, 24976, 45228, 13672, 1829, 4724, 16254, 1975, 9778, 3215, 9154, 11296, 28242, 42896, 3714, 43020], "avg_logprob": -0.18038713387144145, "compression_ratio": 1.8603896103896105, "no_speech_prob": 0.00015211105346679688, "words": [{"start": 345.48, "end": 345.7, "word": "هذا", "probability": 0.763427734375}, {"start": 345.7, "end": 345.84, "word": " هو", "probability": 0.97900390625}, {"start": 345.84, "end": 346.02, "word": " domain", "probability": 0.302490234375}, {"start": 346.02, "end": 346.4, "word": " الحل", "probability": 0.953857421875}, {"start": 346.4, "end": 347.4, "word": " هذه", "probability": 0.2457275390625}, {"start": 347.4, "end": 347.72, "word": " كل", "probability": 0.9765625}, {"start": 347.72, "end": 348.1, "word": " النقاط", "probability": 0.9357096354166666}, {"start": 348.1, "end": 349.12, "word": " الممكنة", "probability": 0.75927734375}, {"start": 349.12, "end": 349.68, "word": " انها", "probability": 0.6611328125}, {"start": 349.68, "end": 350.02, "word": " تكون", "probability": 0.98779296875}, {"start": 350.02, "end": 350.58, "word": " حلول", "probability": 0.9939778645833334}, {"start": 350.58, "end": 351.12, "word": " الآن", "probability": 0.650390625}, {"start": 351.12, "end": 351.36, "word": " بعد", "probability": 0.97509765625}, {"start": 351.36, "end": 351.74, "word": " ذلك", "probability": 0.994140625}, {"start": 351.74, "end": 352.0, "word": " هل", "probability": 0.7421875}, {"start": 352.0, "end": 352.32, "word": " الحل", "probability": 0.964111328125}, {"start": 352.32, "end": 352.52, "word": " هذا", "probability": 0.88671875}, {"start": 352.52, "end": 352.74, "word": " هو", "probability": 0.9189453125}, {"start": 352.74, "end": 353.24, "word": " optimal", "probability": 0.921875}, {"start": 353.24, "end": 353.86, "word": " ولا", "probability": 0.7568359375}, {"start": 353.86, "end": 354.12, "word": " لأ؟", "probability": 0.7583821614583334}, {"start": 354.12, "end": 354.28, "word": " هذه", "probability": 0.53466796875}, {"start": 354.28, "end": 354.5, "word": " جزء", "probability": 0.7200520833333334}, {"start": 354.5, "end": 354.84, "word": " تانية", "probability": 0.94970703125}, {"start": 354.84, "end": 355.06, "word": " هو", "probability": 0.79638671875}, {"start": 355.06, "end": 355.28, "word": " هذا", "probability": 0.90966796875}, {"start": 355.28, "end": 355.74, "word": " اللي", "probability": 0.88525390625}, {"start": 355.74, "end": 356.16, "word": " بنتكلم", "probability": 0.79620361328125}, {"start": 356.16, "end": 356.38, "word": " فيه", "probability": 0.97412109375}, {"start": 356.38, "end": 356.46, "word": " في", "probability": 0.81640625}, {"start": 356.46, "end": 356.56, "word": " ال", "probability": 0.96337890625}, {"start": 356.56, "end": 356.92, "word": " AI", "probability": 0.763671875}, {"start": 356.92, "end": 357.38, "word": " في", "probability": 0.72021484375}, {"start": 357.38, "end": 357.48, "word": " ال", "probability": 0.9365234375}, {"start": 357.48, "end": 357.74, "word": " genetic", "probability": 0.767578125}, {"start": 357.74, "end": 358.28, "word": " algorithm", "probability": 0.9248046875}, {"start": 358.28, "end": 358.86, "word": " هو", "probability": 0.96337890625}, {"start": 358.86, "end": 359.02, "word": " اللي", "probability": 0.989501953125}, {"start": 359.02, "end": 359.22, "word": " بده", "probability": 0.50830078125}, {"start": 359.22, "end": 359.82, "word": " يقسلنا", "probability": 0.86884765625}, {"start": 359.82, "end": 360.24, "word": " الآن", "probability": 0.753173828125}, {"start": 360.24, "end": 360.9, "word": " جديش", "probability": 0.7132975260416666}, {"start": 360.9, "end": 361.28, "word": " بقدر", "probability": 0.9825846354166666}, {"start": 361.28, "end": 361.74, "word": " اقول", "probability": 0.84228515625}, {"start": 361.74, "end": 362.32, "word": " عن", "probability": 0.99267578125}, {"start": 362.32, "end": 362.5, "word": " ال", "probability": 0.97119140625}, {"start": 362.5, "end": 362.78, "word": " expert", "probability": 0.78466796875}, {"start": 362.78, "end": 363.24, "word": " system", "probability": 0.9736328125}, {"start": 363.24, "end": 363.64, "word": " تبعي", "probability": 0.9620361328125}, {"start": 363.64, "end": 364.0, "word": " هذا", "probability": 0.9501953125}, {"start": 364.0, "end": 364.54, "word": " ان", "probability": 0.71484375}, {"start": 364.54, "end": 364.72, "word": " هو", "probability": 0.748046875}, {"start": 364.72, "end": 364.98, "word": " جاب", "probability": 0.7257080078125}, {"start": 364.98, "end": 365.12, "word": " لل", "probability": 0.65869140625}, {"start": 365.12, "end": 365.8, "word": " optimal", "probability": 0.9306640625}, {"start": 365.8, "end": 366.52, "word": " من", "probability": 0.98291015625}, {"start": 366.52, "end": 367.28, "word": " مجموعة", "probability": 0.978515625}, {"start": 367.28, "end": 367.96, "word": " الحلول", "probability": 0.98974609375}, {"start": 367.96, "end": 368.54, "word": " الممكنة", "probability": 0.9918619791666666}, {"start": 368.54, "end": 369.1, "word": " فالان", "probability": 0.82470703125}, {"start": 369.1, "end": 369.36, "word": " بدنا", "probability": 0.927734375}, {"start": 369.36, "end": 369.84, "word": " نحدد", "probability": 0.9860026041666666}, {"start": 369.84, "end": 370.22, "word": " ال", "probability": 0.966796875}, {"start": 370.22, "end": 370.66, "word": " domain", "probability": 0.9912109375}, {"start": 370.66, "end": 371.32, "word": " لل", "probability": 0.52392578125}, {"start": 371.32, "end": 371.82, "word": " chromosomes", "probability": 0.66943359375}, {"start": 371.82, "end": 372.06, "word": " اللي", "probability": 0.962646484375}, {"start": 372.06, "end": 372.24, "word": " بدي", "probability": 0.861572265625}, {"start": 372.24, "end": 372.48, "word": " اخد", "probability": 0.90380859375}, {"start": 372.48, "end": 372.82, "word": " منها", "probability": 0.994384765625}, {"start": 372.82, "end": 373.3, "word": " كل", "probability": 0.98876953125}, {"start": 373.3, "end": 373.82, "word": " chromosome", "probability": 0.91259765625}, {"start": 373.82, "end": 374.68, "word": " ممكن", "probability": 0.989501953125}], "temperature": 1.0}, {"id": 20, "seek": 39713, "start": 375.47, "end": 397.13, "text": "كويس بدنا نحدد ال fitness function وال fitness function هي ال objective فال objective ت evaluate chromosome performance عشان نحدد ال performance لل chromosome تبعنا انحدد جديش هو القيمة تبعته اللي هنتكلم بعد ذلك عن كيف ممكن استخدمها في عملية ال classification بعدين هنعمل construct لمين لل genetic operators", "tokens": [4117, 45865, 3794, 47525, 8315, 8717, 24401, 3215, 2423, 15303, 2445, 16070, 15303, 2445, 39896, 2423, 10024, 6156, 6027, 10024, 6055, 13059, 42896, 3389, 6225, 8592, 7649, 8717, 24401, 3215, 2423, 3389, 24976, 42896, 6055, 3555, 3615, 8315, 16472, 24401, 3215, 10874, 16254, 8592, 31439, 25062, 32640, 3660, 6055, 3555, 34268, 3224, 13672, 1829, 8032, 29399, 4117, 19528, 39182, 29910, 23275, 18871, 9122, 33911, 3714, 43020, 44713, 9778, 40448, 11296, 8978, 6225, 42213, 10632, 2423, 21538, 39182, 9957, 8032, 1863, 25957, 1211, 7690, 32767, 9957, 24976, 12462, 19077], "avg_logprob": -0.1647647512093019, "compression_ratio": 1.7228915662650603, "no_speech_prob": 0.0, "words": [{"start": 375.47, "end": 375.89, "word": "كويس", "probability": 0.6839192708333334}, {"start": 375.89, "end": 376.87, "word": " بدنا", "probability": 0.637451171875}, {"start": 376.87, "end": 377.25, "word": " نحدد", "probability": 0.98193359375}, {"start": 377.25, "end": 377.37, "word": " ال", "probability": 0.8896484375}, {"start": 377.37, "end": 377.61, "word": " fitness", "probability": 0.92822265625}, {"start": 377.61, "end": 378.11, "word": " function", "probability": 0.95166015625}, {"start": 378.11, "end": 378.35, "word": " وال", "probability": 0.271240234375}, {"start": 378.35, "end": 378.61, "word": " fitness", "probability": 0.826171875}, {"start": 378.61, "end": 378.83, "word": " function", "probability": 0.9501953125}, {"start": 378.83, "end": 378.95, "word": " هي", "probability": 0.98095703125}, {"start": 378.95, "end": 379.03, "word": " ال", "probability": 0.97412109375}, {"start": 379.03, "end": 379.39, "word": " objective", "probability": 0.79736328125}, {"start": 379.39, "end": 380.35, "word": " فال", "probability": 0.764404296875}, {"start": 380.35, "end": 380.79, "word": " objective", "probability": 0.88232421875}, {"start": 380.79, "end": 381.25, "word": " ت", "probability": 0.86181640625}, {"start": 381.25, "end": 381.85, "word": " evaluate", "probability": 0.8994140625}, {"start": 381.85, "end": 382.53, "word": " chromosome", "probability": 0.8046875}, {"start": 382.53, "end": 383.63, "word": " performance", "probability": 0.91064453125}, {"start": 383.63, "end": 383.99, "word": " عشان", "probability": 0.97021484375}, {"start": 383.99, "end": 384.37, "word": " نحدد", "probability": 0.9720052083333334}, {"start": 384.37, "end": 384.49, "word": " ال", "probability": 0.96826171875}, {"start": 384.49, "end": 385.03, "word": " performance", "probability": 0.97314453125}, {"start": 385.03, "end": 385.69, "word": " لل", "probability": 0.6591796875}, {"start": 385.69, "end": 386.21, "word": " chromosome", "probability": 0.7861328125}, {"start": 386.21, "end": 386.67, "word": " تبعنا", "probability": 0.92626953125}, {"start": 386.67, "end": 387.27, "word": " انحدد", "probability": 0.657958984375}, {"start": 387.27, "end": 387.67, "word": " جديش", "probability": 0.79736328125}, {"start": 387.67, "end": 387.93, "word": " هو", "probability": 0.9931640625}, {"start": 387.93, "end": 388.91, "word": " القيمة", "probability": 0.94140625}, {"start": 388.91, "end": 389.35, "word": " تبعته", "probability": 0.8787841796875}, {"start": 389.35, "end": 389.61, "word": " اللي", "probability": 0.896484375}, {"start": 389.61, "end": 390.17, "word": " هنتكلم", "probability": 0.960693359375}, {"start": 390.17, "end": 390.41, "word": " بعد", "probability": 0.96142578125}, {"start": 390.41, "end": 390.77, "word": " ذلك", "probability": 0.996337890625}, {"start": 390.77, "end": 391.15, "word": " عن", "probability": 0.9052734375}, {"start": 391.15, "end": 391.31, "word": " كيف", "probability": 0.974853515625}, {"start": 391.31, "end": 391.53, "word": " ممكن", "probability": 0.98876953125}, {"start": 391.53, "end": 392.07, "word": " استخدمها", "probability": 0.91943359375}, {"start": 392.07, "end": 392.19, "word": " في", "probability": 0.9580078125}, {"start": 392.19, "end": 392.55, "word": " عملية", "probability": 0.9860026041666666}, {"start": 392.55, "end": 392.75, "word": " ال", "probability": 0.94140625}, {"start": 392.75, "end": 393.37, "word": " classification", "probability": 0.91162109375}, {"start": 393.37, "end": 394.29, "word": " بعدين", "probability": 0.88818359375}, {"start": 394.29, "end": 394.59, "word": " هنعمل", "probability": 0.9842529296875}, {"start": 394.59, "end": 395.13, "word": " construct", "probability": 0.8232421875}, {"start": 395.13, "end": 395.61, "word": " لمين", "probability": 0.755126953125}, {"start": 395.61, "end": 395.97, "word": " لل", "probability": 0.495361328125}, {"start": 395.97, "end": 396.33, "word": " genetic", "probability": 0.8427734375}, {"start": 396.33, "end": 397.13, "word": " operators", "probability": 0.919921875}], "temperature": 1.0}, {"id": 21, "seek": 41977, "start": 397.69, "end": 419.77, "text": "أتكلمنا من المرة السابقة قولنا ال operators بتاعتنا فيه أهم شغل فيه عملية selection كيف أنا ببدأ أجسد فكرة ال selection لل chromosomes أنوى chromosome اللي أختاره ممكن تترجعوا للمحاضرة السابقة عشان تعرفوها الجثة كانت بسيطة مجرد ال roulette بنشتغل عليها حسب ال probability لكل واحدة منها و ال probability حسبناها من الخطوة اللي جابلها اللي هي ال chromosome", "tokens": [10721, 2655, 4117, 19528, 8315, 9154, 9673, 25720, 21136, 16758, 28671, 12174, 12610, 8315, 2423, 19077, 39894, 995, 34268, 8315, 8978, 3224, 5551, 16095, 13412, 17082, 1211, 8978, 3224, 6225, 42213, 10632, 9450, 9122, 33911, 41850, 4724, 44510, 10721, 5551, 7435, 3794, 3215, 6156, 4117, 25720, 2423, 9450, 24976, 45228, 14739, 2407, 7578, 42896, 13672, 1829, 5551, 46456, 9640, 3224, 3714, 43020, 6055, 2655, 47341, 3615, 14407, 5296, 19528, 5016, 46958, 25720, 21136, 16758, 28671, 6225, 8592, 7649, 37279, 28480, 2407, 11296, 25724, 12984, 3660, 25961, 2655, 4724, 3794, 1829, 9566, 3660, 3714, 7435, 2288, 3215, 2423, 18450, 36563, 44945, 8592, 2655, 17082, 1211, 25894, 11296, 11331, 35457, 2423, 8482, 5296, 28820, 36764, 24401, 3660, 9154, 11296, 4032, 2423, 8482, 11331, 35457, 8315, 11296, 9154, 33962, 9566, 2407, 3660, 13672, 1829, 10874, 16758, 1211, 11296, 13672, 1829, 39896, 2423, 42896], "avg_logprob": -0.127105490958437, "compression_ratio": 1.8613861386138615, "no_speech_prob": 0.0, "words": [{"start": 397.69, "end": 398.07, "word": "أتكلمنا", "probability": 0.837939453125}, {"start": 398.07, "end": 398.17, "word": " من", "probability": 0.88525390625}, {"start": 398.17, "end": 398.37, "word": " المرة", "probability": 0.978271484375}, {"start": 398.37, "end": 398.69, "word": " السابقة", "probability": 0.9884440104166666}, {"start": 398.69, "end": 398.99, "word": " قولنا", "probability": 0.75341796875}, {"start": 398.99, "end": 399.09, "word": " ال", "probability": 0.79248046875}, {"start": 399.09, "end": 399.45, "word": " operators", "probability": 0.7666015625}, {"start": 399.45, "end": 399.87, "word": " بتاعتنا", "probability": 0.8887939453125}, {"start": 399.87, "end": 400.07, "word": " فيه", "probability": 0.943115234375}, {"start": 400.07, "end": 400.25, "word": " أهم", "probability": 0.9619140625}, {"start": 400.25, "end": 400.51, "word": " شغل", "probability": 0.8806966145833334}, {"start": 400.51, "end": 400.69, "word": " فيه", "probability": 0.8134765625}, {"start": 400.69, "end": 400.87, "word": " عملية", "probability": 0.9728190104166666}, {"start": 400.87, "end": 401.33, "word": " selection", "probability": 0.54345703125}, {"start": 401.33, "end": 401.85, "word": " كيف", "probability": 0.878662109375}, {"start": 401.85, "end": 401.95, "word": " أنا", "probability": 0.72216796875}, {"start": 401.95, "end": 402.27, "word": " ببدأ", "probability": 0.7613932291666666}, {"start": 402.27, "end": 403.25, "word": " أجسد", "probability": 0.7822265625}, {"start": 403.25, "end": 403.55, "word": " فكرة", "probability": 0.96875}, {"start": 403.55, "end": 403.71, "word": " ال", "probability": 0.93212890625}, {"start": 403.71, "end": 404.15, "word": " selection", "probability": 0.9404296875}, {"start": 404.15, "end": 404.55, "word": " لل", "probability": 0.4580078125}, {"start": 404.55, "end": 405.07, "word": " chromosomes", "probability": 0.76220703125}, {"start": 405.07, "end": 405.61, "word": " أنوى", "probability": 0.7599283854166666}, {"start": 405.61, "end": 406.03, "word": " chromosome", "probability": 0.76318359375}, {"start": 406.03, "end": 406.17, "word": " اللي", "probability": 0.96240234375}, {"start": 406.17, "end": 406.71, "word": " أختاره", "probability": 0.9178466796875}, {"start": 406.71, "end": 407.71, "word": " ممكن", "probability": 0.81591796875}, {"start": 407.71, "end": 408.27, "word": " تترجعوا", "probability": 0.863671875}, {"start": 408.27, "end": 408.77, "word": " للمحاضرة", "probability": 0.9234375}, {"start": 408.77, "end": 409.25, "word": " السابقة", "probability": 0.9933268229166666}, {"start": 409.25, "end": 409.87, "word": " عشان", "probability": 0.97607421875}, {"start": 409.87, "end": 410.31, "word": " تعرفوها", "probability": 0.946533203125}, {"start": 410.31, "end": 410.75, "word": " الجثة", "probability": 0.6797688802083334}, {"start": 410.75, "end": 411.01, "word": " كانت", "probability": 0.98095703125}, {"start": 411.01, "end": 411.53, "word": " بسيطة", "probability": 0.99326171875}, {"start": 411.53, "end": 412.17, "word": " مجرد", "probability": 0.97998046875}, {"start": 412.17, "end": 412.29, "word": " ال", "probability": 0.7890625}, {"start": 412.29, "end": 412.57, "word": " roulette", "probability": 0.6905517578125}, {"start": 412.57, "end": 413.07, "word": " بنشتغل", "probability": 0.96123046875}, {"start": 413.07, "end": 413.49, "word": " عليها", "probability": 0.993408203125}, {"start": 413.49, "end": 414.07, "word": " حسب", "probability": 0.986328125}, {"start": 414.07, "end": 414.19, "word": " ال", "probability": 0.92724609375}, {"start": 414.19, "end": 414.65, "word": " probability", "probability": 0.9609375}, {"start": 414.65, "end": 415.07, "word": " لكل", "probability": 0.95703125}, {"start": 415.07, "end": 415.37, "word": " واحدة", "probability": 0.98046875}, {"start": 415.37, "end": 415.73, "word": " منها", "probability": 0.996826171875}, {"start": 415.73, "end": 416.21, "word": " و", "probability": 0.442626953125}, {"start": 416.21, "end": 416.25, "word": " ال", "probability": 0.83642578125}, {"start": 416.25, "end": 416.67, "word": " probability", "probability": 0.98193359375}, {"start": 416.67, "end": 417.49, "word": " حسبناها", "probability": 0.992431640625}, {"start": 417.49, "end": 417.89, "word": " من", "probability": 0.9951171875}, {"start": 417.89, "end": 418.21, "word": " الخطوة", "probability": 0.987060546875}, {"start": 418.21, "end": 418.33, "word": " اللي", "probability": 0.978271484375}, {"start": 418.33, "end": 418.65, "word": " جابلها", "probability": 0.960205078125}, {"start": 418.65, "end": 418.81, "word": " اللي", "probability": 0.952880859375}, {"start": 418.81, "end": 418.95, "word": " هي", "probability": 0.80712890625}, {"start": 418.95, "end": 419.07, "word": " ال", "probability": 0.8505859375}, {"start": 419.07, "end": 419.77, "word": " chromosome", "probability": 0.9521484375}], "temperature": 1.0}, {"id": 22, "seek": 43928, "start": 420.76, "end": 439.28, "text": "Performance اللي حكينا عنها في الرقم أربعة تلاتة فال selection بدنا نتكلم عن ال crossover برضه فيه لها probability و كيف أنا أشتغل على ال probability هذه و كيف أحسب ال probability و جداش بقدر أقول أن أه لك رمزهم هذا بدي أعمله crossover ولا ماعملوش crossover برضه يمكنكم الرجوع لمحاضرة السابقة ال mutation", "tokens": [23232, 837, 719, 13672, 1829, 11331, 4117, 1829, 8315, 18871, 11296, 8978, 34892, 4587, 2304, 5551, 25513, 27884, 6055, 1211, 9307, 3660, 6156, 6027, 9450, 47525, 8315, 8717, 2655, 4117, 19528, 18871, 2423, 33837, 4724, 43042, 3224, 8978, 3224, 5296, 11296, 8482, 4032, 9122, 33911, 41850, 5551, 8592, 2655, 17082, 1211, 15844, 2423, 8482, 29538, 4032, 9122, 33911, 5551, 5016, 35457, 2423, 8482, 4032, 10874, 3215, 33599, 4724, 28543, 2288, 5551, 39648, 14739, 5551, 3224, 5296, 4117, 12602, 2304, 11622, 16095, 23758, 4724, 16254, 5551, 25957, 43761, 33837, 49429, 19446, 25957, 1211, 2407, 8592, 33837, 4724, 43042, 3224, 7251, 43020, 24793, 34892, 7435, 45367, 32767, 5016, 46958, 25720, 21136, 16758, 28671, 2423, 27960], "avg_logprob": -0.2643914552111375, "compression_ratio": 1.7296296296296296, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 420.76, "end": 421.28, "word": "Performance", "probability": 0.7045084635416666}, {"start": 421.28, "end": 421.5, "word": " اللي", "probability": 0.718017578125}, {"start": 421.5, "end": 421.76, "word": " حكينا", "probability": 0.9510498046875}, {"start": 421.76, "end": 421.92, "word": " عنها", "probability": 0.85693359375}, {"start": 421.92, "end": 422.02, "word": " في", "probability": 0.66357421875}, {"start": 422.02, "end": 422.18, "word": " الرقم", "probability": 0.8857421875}, {"start": 422.18, "end": 422.4, "word": " أربعة", "probability": 0.5443522135416666}, {"start": 422.4, "end": 422.82, "word": " تلاتة", "probability": 0.9261474609375}, {"start": 422.82, "end": 424.22, "word": " فال", "probability": 0.7060546875}, {"start": 424.22, "end": 425.22, "word": " selection", "probability": 0.826171875}, {"start": 425.22, "end": 425.84, "word": " بدنا", "probability": 0.782958984375}, {"start": 425.84, "end": 426.04, "word": " نتكلم", "probability": 0.985595703125}, {"start": 426.04, "end": 426.18, "word": " عن", "probability": 0.98095703125}, {"start": 426.18, "end": 426.3, "word": " ال", "probability": 0.82861328125}, {"start": 426.3, "end": 426.84, "word": " crossover", "probability": 0.62451171875}, {"start": 426.84, "end": 427.5, "word": " برضه", "probability": 0.96240234375}, {"start": 427.5, "end": 427.68, "word": " فيه", "probability": 0.610107421875}, {"start": 427.68, "end": 427.78, "word": " لها", "probability": 0.6754150390625}, {"start": 427.78, "end": 428.28, "word": " probability", "probability": 0.90087890625}, {"start": 428.28, "end": 428.42, "word": " و", "probability": 0.845703125}, {"start": 428.42, "end": 428.52, "word": " كيف", "probability": 0.753173828125}, {"start": 428.52, "end": 428.68, "word": " أنا", "probability": 0.53564453125}, {"start": 428.68, "end": 429.08, "word": " أشتغل", "probability": 0.95830078125}, {"start": 429.08, "end": 429.2, "word": " على", "probability": 0.59375}, {"start": 429.2, "end": 429.32, "word": " ال", "probability": 0.8515625}, {"start": 429.32, "end": 429.66, "word": " probability", "probability": 0.96923828125}, {"start": 429.66, "end": 429.84, "word": " هذه", "probability": 0.245361328125}, {"start": 429.84, "end": 429.92, "word": " و", "probability": 0.91943359375}, {"start": 429.92, "end": 430.02, "word": " كيف", "probability": 0.9296875}, {"start": 430.02, "end": 430.46, "word": " أحسب", "probability": 0.9544270833333334}, {"start": 430.46, "end": 430.6, "word": " ال", "probability": 0.6279296875}, {"start": 430.6, "end": 431.14, "word": " probability", "probability": 0.9765625}, {"start": 431.14, "end": 431.66, "word": " و", "probability": 0.7548828125}, {"start": 431.66, "end": 432.04, "word": " جداش", "probability": 0.6598307291666666}, {"start": 432.04, "end": 432.44, "word": " بقدر", "probability": 0.9803059895833334}, {"start": 432.44, "end": 432.66, "word": " أقول", "probability": 0.906982421875}, {"start": 432.66, "end": 432.78, "word": " أن", "probability": 0.343505859375}, {"start": 432.78, "end": 433.0, "word": " أه", "probability": 0.6192626953125}, {"start": 433.0, "end": 433.1, "word": " لك", "probability": 0.37396240234375}, {"start": 433.1, "end": 433.36, "word": " رمزهم", "probability": 0.689544677734375}, {"start": 433.36, "end": 433.48, "word": " هذا", "probability": 0.673828125}, {"start": 433.48, "end": 433.64, "word": " بدي", "probability": 0.771728515625}, {"start": 433.64, "end": 433.9, "word": " أعمله", "probability": 0.92236328125}, {"start": 433.9, "end": 434.34, "word": " crossover", "probability": 0.82763671875}, {"start": 434.34, "end": 434.56, "word": " ولا", "probability": 0.478515625}, {"start": 434.56, "end": 434.96, "word": " ماعملوش", "probability": 0.8283203125}, {"start": 434.96, "end": 435.46, "word": " crossover", "probability": 0.77294921875}, {"start": 435.46, "end": 436.2, "word": " برضه", "probability": 0.9459635416666666}, {"start": 436.2, "end": 436.66, "word": " يمكنكم", "probability": 0.900390625}, {"start": 436.66, "end": 436.96, "word": " الرجوع", "probability": 0.9744466145833334}, {"start": 436.96, "end": 437.42, "word": " لمحاضرة", "probability": 0.8692626953125}, {"start": 437.42, "end": 437.84, "word": " السابقة", "probability": 0.9138997395833334}, {"start": 437.84, "end": 438.72, "word": " ال", "probability": 0.8515625}, {"start": 438.72, "end": 439.28, "word": " mutation", "probability": 0.986328125}], "temperature": 1.0}, {"id": 23, "seek": 46733, "start": 440.05, "end": 467.33, "text": "و ال probability لل mutation بعدين بدنا نحدد مجموعة parameters مهمة ال run ال run اللي هي كل ال a box تبعتنا فجدش او بمعنى اخر generations ال generations اكم generation محتاج طيب في كل generation اكم ال chromosome محتاج فهذه كلها parameters محتاجين ان اعرفها بكون عملت ال construction ال .. ال .. ال .. ال construction تبعنا اللي احنا محتاجينه عشان بعدك رقم اربعة نعمل ال run", "tokens": [2407, 2423, 8482, 24976, 27960, 39182, 9957, 47525, 8315, 8717, 24401, 3215, 3714, 7435, 2304, 2407, 27884, 9834, 3714, 16095, 3660, 2423, 1190, 2423, 1190, 13672, 1829, 39896, 28242, 2423, 257, 2424, 6055, 3555, 34268, 8315, 6156, 7435, 3215, 8592, 1975, 2407, 4724, 2304, 3615, 1863, 7578, 1975, 34740, 10593, 2423, 10593, 1975, 24793, 5125, 3714, 33753, 26108, 23032, 1829, 3555, 8978, 28242, 5125, 1975, 24793, 2423, 42896, 3714, 33753, 26108, 6156, 3224, 24192, 28242, 11296, 9834, 3714, 33753, 26108, 9957, 16472, 1975, 3615, 28480, 11296, 4724, 30544, 6225, 42213, 2655, 2423, 6435, 2423, 4386, 2423, 4386, 2423, 4386, 2423, 6435, 6055, 3555, 3615, 8315, 13672, 1829, 1975, 5016, 8315, 3714, 33753, 26108, 9957, 3224, 6225, 8592, 7649, 39182, 4117, 12602, 4587, 2304, 1975, 25513, 27884, 8717, 25957, 1211, 2423, 1190], "avg_logprob": -0.1673768897625533, "compression_ratio": 1.9712230215827338, "no_speech_prob": 0.0, "words": [{"start": 440.05, "end": 440.23, "word": "و", "probability": 0.437255859375}, {"start": 440.23, "end": 440.29, "word": " ال", "probability": 0.7138671875}, {"start": 440.29, "end": 441.59, "word": " probability", "probability": 0.80712890625}, {"start": 441.59, "end": 441.91, "word": " لل", "probability": 0.144287109375}, {"start": 441.91, "end": 442.39, "word": " mutation", "probability": 0.65283203125}, {"start": 442.39, "end": 443.15, "word": " بعدين", "probability": 0.6368408203125}, {"start": 443.15, "end": 443.39, "word": " بدنا", "probability": 0.925537109375}, {"start": 443.39, "end": 443.91, "word": " نحدد", "probability": 0.9860026041666666}, {"start": 443.91, "end": 444.49, "word": " مجموعة", "probability": 0.89677734375}, {"start": 444.49, "end": 444.91, "word": " parameters", "probability": 0.76953125}, {"start": 444.91, "end": 445.51, "word": " مهمة", "probability": 0.9864908854166666}, {"start": 445.51, "end": 445.91, "word": " ال", "probability": 0.90869140625}, {"start": 445.91, "end": 446.19, "word": " run", "probability": 0.89892578125}, {"start": 446.19, "end": 447.01, "word": " ال", "probability": 0.8212890625}, {"start": 447.01, "end": 447.21, "word": " run", "probability": 0.95166015625}, {"start": 447.21, "end": 447.41, "word": " اللي", "probability": 0.8916015625}, {"start": 447.41, "end": 447.59, "word": " هي", "probability": 0.8642578125}, {"start": 447.59, "end": 447.95, "word": " كل", "probability": 0.97802734375}, {"start": 447.95, "end": 448.11, "word": " ال", "probability": 0.97802734375}, {"start": 448.11, "end": 448.17, "word": " a", "probability": 0.2489013671875}, {"start": 448.17, "end": 448.37, "word": " box", "probability": 0.9091796875}, {"start": 448.37, "end": 448.91, "word": " تبعتنا", "probability": 0.935791015625}, {"start": 448.91, "end": 449.61, "word": " فجدش", "probability": 0.8489990234375}, {"start": 449.61, "end": 450.07, "word": " او", "probability": 0.679931640625}, {"start": 450.07, "end": 450.53, "word": " بمعنى", "probability": 0.98935546875}, {"start": 450.53, "end": 450.89, "word": " اخر", "probability": 0.8740234375}, {"start": 450.89, "end": 451.87, "word": " generations", "probability": 0.396484375}, {"start": 451.87, "end": 452.49, "word": " ال", "probability": 0.7900390625}, {"start": 452.49, "end": 453.15, "word": " generations", "probability": 0.84375}, {"start": 453.15, "end": 453.45, "word": " اكم", "probability": 0.63525390625}, {"start": 453.45, "end": 453.89, "word": " generation", "probability": 0.82421875}, {"start": 453.89, "end": 454.35, "word": " محتاج", "probability": 0.986328125}, {"start": 454.35, "end": 455.03, "word": " طيب", "probability": 0.89697265625}, {"start": 455.03, "end": 455.31, "word": " في", "probability": 0.53466796875}, {"start": 455.31, "end": 455.49, "word": " كل", "probability": 0.98193359375}, {"start": 455.49, "end": 455.93, "word": " generation", "probability": 0.953125}, {"start": 455.93, "end": 456.47, "word": " اكم", "probability": 0.95654296875}, {"start": 456.47, "end": 456.61, "word": " ال", "probability": 0.57080078125}, {"start": 456.61, "end": 456.93, "word": " chromosome", "probability": 0.8125}, {"start": 456.93, "end": 457.73, "word": " محتاج", "probability": 0.9934895833333334}, {"start": 457.73, "end": 458.39, "word": " فهذه", "probability": 0.8683268229166666}, {"start": 458.39, "end": 458.67, "word": " كلها", "probability": 0.97802734375}, {"start": 458.67, "end": 459.17, "word": " parameters", "probability": 0.96044921875}, {"start": 459.17, "end": 459.69, "word": " محتاجين", "probability": 0.986083984375}, {"start": 459.69, "end": 459.77, "word": " ان", "probability": 0.71533203125}, {"start": 459.77, "end": 460.29, "word": " اعرفها", "probability": 0.956787109375}, {"start": 460.29, "end": 460.77, "word": " بكون", "probability": 0.92529296875}, {"start": 460.77, "end": 461.05, "word": " عملت", "probability": 0.9444986979166666}, {"start": 461.05, "end": 461.15, "word": " ال", "probability": 0.92724609375}, {"start": 461.15, "end": 461.63, "word": " construction", "probability": 0.92919921875}, {"start": 461.63, "end": 462.45, "word": " ال", "probability": 0.77001953125}, {"start": 462.45, "end": 462.61, "word": " ..", "probability": 0.375732421875}, {"start": 462.61, "end": 462.99, "word": " ال", "probability": 0.896484375}, {"start": 462.99, "end": 462.99, "word": " ..", "probability": 0.9697265625}, {"start": 462.99, "end": 463.37, "word": " ال", "probability": 0.9580078125}, {"start": 463.37, "end": 463.37, "word": " ..", "probability": 0.66259765625}, {"start": 463.37, "end": 463.67, "word": " ال", "probability": 0.9423828125}, {"start": 463.67, "end": 464.13, "word": " construction", "probability": 0.74609375}, {"start": 464.13, "end": 464.55, "word": " تبعنا", "probability": 0.9344482421875}, {"start": 464.55, "end": 464.69, "word": " اللي", "probability": 0.967041015625}, {"start": 464.69, "end": 464.83, "word": " احنا", "probability": 0.9475911458333334}, {"start": 464.83, "end": 465.33, "word": " محتاجينه", "probability": 0.9935546875}, {"start": 465.33, "end": 465.55, "word": " عشان", "probability": 0.9733072916666666}, {"start": 465.55, "end": 465.91, "word": " بعدك", "probability": 0.677734375}, {"start": 465.91, "end": 466.31, "word": " رقم", "probability": 0.9856770833333334}, {"start": 466.31, "end": 466.65, "word": " اربعة", "probability": 0.6834309895833334}, {"start": 466.65, "end": 467.01, "word": " نعمل", "probability": 0.9910481770833334}, {"start": 467.01, "end": 467.15, "word": " ال", "probability": 0.93310546875}, {"start": 467.15, "end": 467.33, "word": " run", "probability": 0.9482421875}], "temperature": 1.0}, {"id": 24, "seek": 49099, "start": 467.99, "end": 490.99, "text": "نعمل run ف ال run بعمل كل الخطوات هذه و بنرجع نكرر و نكرر و نكرر و دايما عيندي دايما بيكون على أفضل حال ممكن بناء على ال criteria أو ال fitness بناء على ال fitness دايما يكون أفضل fitness ممكن إذا بعمل minimize فمعنى ذلك أنه لازم ال objective تبعتي تكون أقل ما يمكن ال function إذا كان بعمل maximize فلازم تكون أعلى ما يمكن", "tokens": [1863, 25957, 1211, 1190, 6156, 2423, 1190, 4724, 25957, 1211, 28242, 33962, 9566, 2407, 9307, 29538, 4032, 44945, 47341, 3615, 8717, 37983, 2288, 4032, 8717, 37983, 2288, 4032, 8717, 37983, 2288, 4032, 11778, 47302, 15042, 6225, 9957, 16254, 11778, 47302, 15042, 4724, 1829, 30544, 15844, 5551, 5172, 11242, 1211, 11331, 6027, 3714, 43020, 44945, 16606, 15844, 2423, 11101, 34051, 2423, 15303, 44945, 16606, 15844, 2423, 15303, 11778, 47302, 15042, 7251, 30544, 5551, 5172, 11242, 1211, 15303, 3714, 43020, 11933, 15730, 4724, 25957, 1211, 17522, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 14739, 3224, 5296, 31377, 2304, 2423, 10024, 6055, 3555, 3615, 31371, 6055, 30544, 5551, 4587, 1211, 19446, 7251, 43020, 2423, 2445, 11933, 15730, 25961, 4724, 25957, 1211, 19874, 6156, 1211, 31377, 2304, 6055, 30544, 5551, 3615, 23942, 19446, 7251, 43020], "avg_logprob": -0.10647490451281721, "compression_ratio": 2.027667984189723, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 467.99, "end": 468.51, "word": "نعمل", "probability": 0.8450520833333334}, {"start": 468.51, "end": 469.07, "word": " run", "probability": 0.85693359375}, {"start": 469.07, "end": 470.35, "word": " ف", "probability": 0.89453125}, {"start": 470.35, "end": 470.55, "word": " ال", "probability": 0.46923828125}, {"start": 470.55, "end": 470.75, "word": " run", "probability": 0.9248046875}, {"start": 470.75, "end": 471.33, "word": " بعمل", "probability": 0.95361328125}, {"start": 471.33, "end": 471.51, "word": " كل", "probability": 0.982421875}, {"start": 471.51, "end": 472.01, "word": " الخطوات", "probability": 0.98779296875}, {"start": 472.01, "end": 472.31, "word": " هذه", "probability": 0.5888671875}, {"start": 472.31, "end": 472.67, "word": " و", "probability": 0.82373046875}, {"start": 472.67, "end": 473.01, "word": " بنرجع", "probability": 0.9444986979166666}, {"start": 473.01, "end": 473.47, "word": " نكرر", "probability": 0.9835611979166666}, {"start": 473.47, "end": 473.55, "word": " و", "probability": 0.99365234375}, {"start": 473.55, "end": 473.95, "word": " نكرر", "probability": 0.97314453125}, {"start": 473.95, "end": 474.05, "word": " و", "probability": 0.9599609375}, {"start": 474.05, "end": 474.39, "word": " نكرر", "probability": 0.9767252604166666}, {"start": 474.39, "end": 474.49, "word": " و", "probability": 0.9052734375}, {"start": 474.49, "end": 474.73, "word": " دايما", "probability": 0.8937174479166666}, {"start": 474.73, "end": 475.01, "word": " عيندي", "probability": 0.8216145833333334}, {"start": 475.01, "end": 475.21, "word": " دايما", "probability": 0.9249674479166666}, {"start": 475.21, "end": 475.47, "word": " بيكون", "probability": 0.8819986979166666}, {"start": 475.47, "end": 475.61, "word": " على", "probability": 0.9501953125}, {"start": 475.61, "end": 475.95, "word": " أفضل", "probability": 0.9306640625}, {"start": 475.95, "end": 476.21, "word": " حال", "probability": 0.824462890625}, {"start": 476.21, "end": 476.61, "word": " ممكن", "probability": 0.98779296875}, {"start": 476.61, "end": 477.55, "word": " بناء", "probability": 0.962158203125}, {"start": 477.55, "end": 478.11, "word": " على", "probability": 0.77880859375}, {"start": 478.11, "end": 478.39, "word": " ال", "probability": 0.89990234375}, {"start": 478.39, "end": 478.83, "word": " criteria", "probability": 0.9169921875}, {"start": 478.83, "end": 479.03, "word": " أو", "probability": 0.5859375}, {"start": 479.03, "end": 479.15, "word": " ال", "probability": 0.94189453125}, {"start": 479.15, "end": 479.49, "word": " fitness", "probability": 0.9833984375}, {"start": 479.49, "end": 479.99, "word": " بناء", "probability": 0.7474365234375}, {"start": 479.99, "end": 480.15, "word": " على", "probability": 0.81005859375}, {"start": 480.15, "end": 480.29, "word": " ال", "probability": 0.83154296875}, {"start": 480.29, "end": 480.61, "word": " fitness", "probability": 0.9912109375}, {"start": 480.61, "end": 481.47, "word": " دايما", "probability": 0.9283854166666666}, {"start": 481.47, "end": 481.77, "word": " يكون", "probability": 0.990234375}, {"start": 481.77, "end": 482.23, "word": " أفضل", "probability": 0.975830078125}, {"start": 482.23, "end": 482.59, "word": " fitness", "probability": 0.8955078125}, {"start": 482.59, "end": 482.89, "word": " ممكن", "probability": 0.988525390625}, {"start": 482.89, "end": 483.09, "word": " إذا", "probability": 0.858642578125}, {"start": 483.09, "end": 483.39, "word": " بعمل", "probability": 0.97509765625}, {"start": 483.39, "end": 483.79, "word": " minimize", "probability": 0.796875}, {"start": 483.79, "end": 484.19, "word": " فمعنى", "probability": 0.94228515625}, {"start": 484.19, "end": 484.41, "word": " ذلك", "probability": 0.9921875}, {"start": 484.41, "end": 484.61, "word": " أنه", "probability": 0.44970703125}, {"start": 484.61, "end": 484.85, "word": " لازم", "probability": 0.9814453125}, {"start": 484.85, "end": 485.03, "word": " ال", "probability": 0.99072265625}, {"start": 485.03, "end": 485.91, "word": " objective", "probability": 0.80712890625}, {"start": 485.91, "end": 486.31, "word": " تبعتي", "probability": 0.7435302734375}, {"start": 486.31, "end": 486.53, "word": " تكون", "probability": 0.9677734375}, {"start": 486.53, "end": 487.01, "word": " أقل", "probability": 0.9894205729166666}, {"start": 487.01, "end": 487.21, "word": " ما", "probability": 0.78759765625}, {"start": 487.21, "end": 487.47, "word": " يمكن", "probability": 0.962158203125}, {"start": 487.47, "end": 487.63, "word": " ال", "probability": 0.88671875}, {"start": 487.63, "end": 487.97, "word": " function", "probability": 0.96630859375}, {"start": 487.97, "end": 488.67, "word": " إذا", "probability": 0.9560546875}, {"start": 488.67, "end": 488.83, "word": " كان", "probability": 0.91064453125}, {"start": 488.83, "end": 489.09, "word": " بعمل", "probability": 0.9894205729166666}, {"start": 489.09, "end": 489.57, "word": " maximize", "probability": 0.6982421875}, {"start": 489.57, "end": 489.93, "word": " فلازم", "probability": 0.9598388671875}, {"start": 489.93, "end": 490.11, "word": " تكون", "probability": 0.98095703125}, {"start": 490.11, "end": 490.47, "word": " أعلى", "probability": 0.9150390625}, {"start": 490.47, "end": 490.63, "word": " ما", "probability": 0.97607421875}, {"start": 490.63, "end": 490.99, "word": " يمكن", "probability": 0.971923828125}], "temperature": 1.0}, {"id": 25, "seek": 51064, "start": 491.8, "end": 510.64, "text": "تمام نشوف ال case study بتاعتنا و نبدأ نفحصها بشكل واضح الواضح انه شركة الكهربا خلينا نقول او الشركة اللي احنا بيصددها و نتكلمها كشركة محتاجة تعمل جدولة لعملية الصيانة في عندها سبعة units عندها سبعة units", "tokens": [39237, 10943, 8717, 8592, 38688, 2423, 1389, 2979, 39894, 995, 34268, 8315, 4032, 8717, 44510, 10721, 8717, 5172, 5016, 9381, 11296, 4724, 8592, 28820, 4032, 46958, 5016, 2423, 2407, 46958, 5016, 16472, 3224, 13412, 31747, 3660, 33251, 3224, 25513, 995, 16490, 1211, 9957, 995, 8717, 39648, 1975, 2407, 25124, 31747, 3660, 13672, 1829, 1975, 5016, 8315, 4724, 1829, 9381, 3215, 3215, 11296, 4032, 8717, 2655, 4117, 19528, 11296, 9122, 8592, 31747, 3660, 3714, 33753, 26108, 3660, 6055, 25957, 1211, 10874, 3215, 12610, 3660, 5296, 25957, 1211, 10632, 31767, 1829, 7649, 3660, 8978, 43242, 11296, 8608, 3555, 27884, 6815, 43242, 11296, 8608, 3555, 27884, 6815], "avg_logprob": -0.11480654648372106, "compression_ratio": 1.7918781725888324, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 491.8, "end": 492.22, "word": "تمام", "probability": 0.7447509765625}, {"start": 492.22, "end": 492.68, "word": " نشوف", "probability": 0.774658203125}, {"start": 492.68, "end": 492.8, "word": " ال", "probability": 0.90771484375}, {"start": 492.8, "end": 492.94, "word": " case", "probability": 0.9599609375}, {"start": 492.94, "end": 493.26, "word": " study", "probability": 0.966796875}, {"start": 493.26, "end": 493.64, "word": " بتاعتنا", "probability": 0.906494140625}, {"start": 493.64, "end": 493.76, "word": " و", "probability": 0.978515625}, {"start": 493.76, "end": 494.0, "word": " نبدأ", "probability": 0.90234375}, {"start": 494.0, "end": 494.6, "word": " نفحصها", "probability": 0.98330078125}, {"start": 494.6, "end": 495.28, "word": " بشكل", "probability": 0.9933268229166666}, {"start": 495.28, "end": 495.94, "word": " واضح", "probability": 0.9759114583333334}, {"start": 495.94, "end": 496.72, "word": " الواضح", "probability": 0.811767578125}, {"start": 496.72, "end": 497.2, "word": " انه", "probability": 0.611572265625}, {"start": 497.2, "end": 497.98, "word": " شركة", "probability": 0.9881184895833334}, {"start": 497.98, "end": 498.56, "word": " الكهربا", "probability": 0.97314453125}, {"start": 498.56, "end": 498.96, "word": " خلينا", "probability": 0.667724609375}, {"start": 498.96, "end": 499.14, "word": " نقول", "probability": 0.992919921875}, {"start": 499.14, "end": 499.28, "word": " او", "probability": 0.824462890625}, {"start": 499.28, "end": 499.6, "word": " الشركة", "probability": 0.9861653645833334}, {"start": 499.6, "end": 499.68, "word": " اللي", "probability": 0.93359375}, {"start": 499.68, "end": 499.82, "word": " احنا", "probability": 0.9576822916666666}, {"start": 499.82, "end": 500.32, "word": " بيصددها", "probability": 0.8770345052083334}, {"start": 500.32, "end": 500.4, "word": " و", "probability": 0.775390625}, {"start": 500.4, "end": 501.14, "word": " نتكلمها", "probability": 0.86748046875}, {"start": 501.14, "end": 503.1, "word": " كشركة", "probability": 0.9630126953125}, {"start": 503.1, "end": 503.46, "word": " محتاجة", "probability": 0.9873046875}, {"start": 503.46, "end": 503.78, "word": " تعمل", "probability": 0.9814453125}, {"start": 503.78, "end": 504.38, "word": " جدولة", "probability": 0.9395751953125}, {"start": 504.38, "end": 506.46, "word": " لعملية", "probability": 0.9373779296875}, {"start": 506.46, "end": 507.22, "word": " الصيانة", "probability": 0.9801025390625}, {"start": 507.22, "end": 507.66, "word": " في", "probability": 0.75390625}, {"start": 507.66, "end": 508.04, "word": " عندها", "probability": 0.9931640625}, {"start": 508.04, "end": 508.46, "word": " سبعة", "probability": 0.8693033854166666}, {"start": 508.46, "end": 508.9, "word": " units", "probability": 0.91357421875}, {"start": 508.9, "end": 509.62, "word": " عندها", "probability": 0.92626953125}, {"start": 509.62, "end": 510.04, "word": " سبعة", "probability": 0.9474283854166666}, {"start": 510.04, "end": 510.64, "word": " units", "probability": 0.9501953125}], "temperature": 1.0}, {"id": 26, "seek": 53171, "start": 511.55, "end": 531.71, "text": "هقول في عندي واحد اتنين تلاتة اربعة خمسة ستة سبعة فعند ال unit الأولى هذه unit واحد اتنين تلاتة اربعة خمسة ستة سبعة هدول بدهم سيانة بقدرش اسيبهم", "tokens": [3224, 39648, 8978, 43242, 1829, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 1975, 25513, 27884, 16490, 2304, 3794, 3660, 8608, 2655, 3660, 8608, 3555, 27884, 6156, 3615, 41260, 2423, 4985, 16247, 12610, 7578, 29538, 4985, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 1975, 25513, 27884, 16490, 2304, 3794, 3660, 8608, 2655, 3660, 8608, 3555, 27884, 8032, 3215, 12610, 47525, 16095, 8608, 1829, 7649, 3660, 4724, 28543, 2288, 8592, 24525, 1829, 3555, 16095], "avg_logprob": -0.1561511049542246, "compression_ratio": 1.9312977099236641, "no_speech_prob": 0.0, "words": [{"start": 511.55, "end": 512.07, "word": "هقول", "probability": 0.664306640625}, {"start": 512.07, "end": 513.01, "word": " في", "probability": 0.693359375}, {"start": 513.01, "end": 513.99, "word": " عندي", "probability": 0.594482421875}, {"start": 513.99, "end": 515.01, "word": " واحد", "probability": 0.836181640625}, {"start": 515.01, "end": 515.63, "word": " اتنين", "probability": 0.8905029296875}, {"start": 515.63, "end": 516.49, "word": " تلاتة", "probability": 0.95263671875}, {"start": 516.49, "end": 517.21, "word": " اربعة", "probability": 0.7854817708333334}, {"start": 517.21, "end": 517.99, "word": " خمسة", "probability": 0.9671630859375}, {"start": 517.99, "end": 518.97, "word": " ستة", "probability": 0.9842122395833334}, {"start": 518.97, "end": 519.37, "word": " سبعة", "probability": 0.9187825520833334}, {"start": 519.37, "end": 519.97, "word": " فعند", "probability": 0.8653971354166666}, {"start": 519.97, "end": 520.09, "word": " ال", "probability": 0.92529296875}, {"start": 520.09, "end": 520.31, "word": " unit", "probability": 0.96826171875}, {"start": 520.31, "end": 521.51, "word": " الأولى", "probability": 0.8675130208333334}, {"start": 521.51, "end": 522.13, "word": " هذه", "probability": 0.282958984375}, {"start": 522.13, "end": 523.01, "word": " unit", "probability": 0.9052734375}, {"start": 523.01, "end": 524.53, "word": " واحد", "probability": 0.84716796875}, {"start": 524.53, "end": 525.01, "word": " اتنين", "probability": 0.98193359375}, {"start": 525.01, "end": 525.73, "word": " تلاتة", "probability": 0.9874267578125}, {"start": 525.73, "end": 526.29, "word": " اربعة", "probability": 0.9036458333333334}, {"start": 526.29, "end": 527.03, "word": " خمسة", "probability": 0.985595703125}, {"start": 527.03, "end": 528.07, "word": " ستة", "probability": 0.9920247395833334}, {"start": 528.07, "end": 528.63, "word": " سبعة", "probability": 0.9666341145833334}, {"start": 528.63, "end": 529.85, "word": " هدول", "probability": 0.88232421875}, {"start": 529.85, "end": 530.07, "word": " بدهم", "probability": 0.6435546875}, {"start": 530.07, "end": 530.55, "word": " سيانة", "probability": 0.735107421875}, {"start": 530.55, "end": 531.07, "word": " بقدرش", "probability": 0.8927001953125}, {"start": 531.07, "end": 531.71, "word": " اسيبهم", "probability": 0.888427734375}], "temperature": 1.0}, {"id": 27, "seek": 56173, "start": 532.29, "end": 561.73, "text": "ولا يوم إلا بالصيانة الصيانة هذه أني أعبيلها ال fluid تبعها أن نشوف البوجيات يعني نشوف القطعة تعتها نشوف الأسلاك تعتها مانحرجتش ولا مانحرجت ولا مانحرجتش نعمل فحص دوري على جداش درجة الحرارة فيها ال rotators شغالة ولا مش شغالة كل الصيانات الممكنة فهذه لازم تطلع خارج الخدمة معناته أنا فقدتها في فترة معينة فتم تقسيمها لأربع فترات أو intervals ال intervals هذه", "tokens": [12610, 995, 7251, 20498, 11933, 15040, 20666, 9381, 1829, 7649, 3660, 31767, 1829, 7649, 3660, 29538, 14739, 1829, 5551, 3615, 21292, 1211, 11296, 2423, 9113, 6055, 3555, 3615, 11296, 14739, 8717, 8592, 38688, 29739, 29245, 1829, 9307, 37495, 22653, 8717, 8592, 38688, 25062, 9566, 27884, 37279, 2655, 11296, 8717, 8592, 38688, 16247, 3794, 15040, 4117, 37279, 2655, 11296, 3714, 7649, 5016, 47341, 2655, 8592, 49429, 3714, 7649, 5016, 47341, 2655, 49429, 3714, 7649, 5016, 47341, 2655, 8592, 8717, 25957, 1211, 6156, 5016, 9381, 11778, 13063, 1829, 15844, 10874, 3215, 33599, 11778, 47341, 3660, 21542, 2288, 9640, 3660, 8978, 11296, 2423, 4297, 3391, 13412, 17082, 6027, 3660, 49429, 37893, 13412, 17082, 6027, 3660, 28242, 31767, 1829, 7649, 9307, 9673, 43020, 3660, 6156, 3224, 24192, 5296, 31377, 2304, 6055, 9566, 1211, 3615, 16490, 9640, 7435, 33962, 40448, 3660, 20449, 8315, 47395, 41850, 6156, 28543, 2655, 11296, 8978, 6156, 2655, 25720, 20449, 9957, 3660, 6156, 39237, 6055, 4587, 3794, 32640, 11296, 5296, 10721, 25513, 3615, 6156, 2655, 2288, 9307, 34051, 26651, 2423, 26651, 29538], "avg_logprob": -0.14989099434988443, "compression_ratio": 2.07, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 532.29, "end": 533.11, "word": "ولا", "probability": 0.943359375}, {"start": 533.11, "end": 533.43, "word": " يوم", "probability": 0.993896484375}, {"start": 533.43, "end": 533.99, "word": " إلا", "probability": 0.814697265625}, {"start": 533.99, "end": 534.75, "word": " بالصيانة", "probability": 0.969140625}, {"start": 534.75, "end": 535.23, "word": " الصيانة", "probability": 0.93115234375}, {"start": 535.23, "end": 535.41, "word": " هذه", "probability": 0.229248046875}, {"start": 535.41, "end": 535.67, "word": " أني", "probability": 0.302490234375}, {"start": 535.67, "end": 536.35, "word": " أعبيلها", "probability": 0.86904296875}, {"start": 536.35, "end": 537.07, "word": " ال", "probability": 0.92822265625}, {"start": 537.07, "end": 537.65, "word": " fluid", "probability": 0.2252197265625}, {"start": 537.65, "end": 538.27, "word": " تبعها", "probability": 0.9195556640625}, {"start": 538.27, "end": 538.71, "word": " أن", "probability": 0.52783203125}, {"start": 538.71, "end": 539.11, "word": " نشوف", "probability": 0.8595377604166666}, {"start": 539.11, "end": 540.75, "word": " البوجيات", "probability": 0.7913818359375}, {"start": 540.75, "end": 541.23, "word": " يعني", "probability": 0.635009765625}, {"start": 541.23, "end": 541.47, "word": " نشوف", "probability": 0.9269205729166666}, {"start": 541.47, "end": 541.81, "word": " القطعة", "probability": 0.84814453125}, {"start": 541.81, "end": 542.17, "word": " تعتها", "probability": 0.7962239583333334}, {"start": 542.17, "end": 542.39, "word": " نشوف", "probability": 0.8052571614583334}, {"start": 542.39, "end": 542.79, "word": " الأسلاك", "probability": 0.90478515625}, {"start": 542.79, "end": 543.11, "word": " تعتها", "probability": 0.9736328125}, {"start": 543.11, "end": 543.65, "word": " مانحرجتش", "probability": 0.7617594401041666}, {"start": 543.65, "end": 543.79, "word": " ولا", "probability": 0.52685546875}, {"start": 543.79, "end": 544.27, "word": " مانحرجت", "probability": 0.91123046875}, {"start": 544.27, "end": 544.37, "word": " ولا", "probability": 0.77294921875}, {"start": 544.37, "end": 544.85, "word": " مانحرجتش", "probability": 0.9659016927083334}, {"start": 544.85, "end": 545.41, "word": " نعمل", "probability": 0.9410807291666666}, {"start": 545.41, "end": 545.73, "word": " فحص", "probability": 0.9440104166666666}, {"start": 545.73, "end": 546.19, "word": " دوري", "probability": 0.9752604166666666}, {"start": 546.19, "end": 546.53, "word": " على", "probability": 0.7578125}, {"start": 546.53, "end": 546.81, "word": " جداش", "probability": 0.6820475260416666}, {"start": 546.81, "end": 547.11, "word": " درجة", "probability": 0.9900716145833334}, {"start": 547.11, "end": 547.53, "word": " الحرارة", "probability": 0.9918212890625}, {"start": 547.53, "end": 547.83, "word": " فيها", "probability": 0.9921875}, {"start": 547.83, "end": 548.23, "word": " ال", "probability": 0.96142578125}, {"start": 548.23, "end": 548.69, "word": " rotators", "probability": 0.732421875}, {"start": 548.69, "end": 549.11, "word": " شغالة", "probability": 0.973876953125}, {"start": 549.11, "end": 549.21, "word": " ولا", "probability": 0.736328125}, {"start": 549.21, "end": 549.35, "word": " مش", "probability": 0.65234375}, {"start": 549.35, "end": 549.67, "word": " شغالة", "probability": 0.9910888671875}, {"start": 549.67, "end": 550.23, "word": " كل", "probability": 0.7587890625}, {"start": 550.23, "end": 551.25, "word": " الصيانات", "probability": 0.98291015625}, {"start": 551.25, "end": 551.87, "word": " الممكنة", "probability": 0.984375}, {"start": 551.87, "end": 552.29, "word": " فهذه", "probability": 0.9381510416666666}, {"start": 552.29, "end": 552.55, "word": " لازم", "probability": 0.9856770833333334}, {"start": 552.55, "end": 552.95, "word": " تطلع", "probability": 0.9896240234375}, {"start": 552.95, "end": 553.31, "word": " خارج", "probability": 0.9934895833333334}, {"start": 553.31, "end": 554.03, "word": " الخدمة", "probability": 0.9765625}, {"start": 554.03, "end": 554.51, "word": " معناته", "probability": 0.9182942708333334}, {"start": 554.51, "end": 554.69, "word": " أنا", "probability": 0.71240234375}, {"start": 554.69, "end": 555.41, "word": " فقدتها", "probability": 0.98583984375}, {"start": 555.41, "end": 555.95, "word": " في", "probability": 0.88037109375}, {"start": 555.95, "end": 556.53, "word": " فترة", "probability": 0.9908854166666666}, {"start": 556.53, "end": 557.15, "word": " معينة", "probability": 0.99462890625}, {"start": 557.15, "end": 557.91, "word": " فتم", "probability": 0.968017578125}, {"start": 557.91, "end": 558.57, "word": " تقسيمها", "probability": 0.97880859375}, {"start": 558.57, "end": 558.97, "word": " لأربع", "probability": 0.8673095703125}, {"start": 558.97, "end": 559.57, "word": " فترات", "probability": 0.97509765625}, {"start": 559.57, "end": 559.93, "word": " أو", "probability": 0.68896484375}, {"start": 559.93, "end": 560.55, "word": " intervals", "probability": 0.9208984375}, {"start": 560.55, "end": 560.95, "word": " ال", "probability": 0.83154296875}, {"start": 560.95, "end": 561.31, "word": " intervals", "probability": 0.7265625}, {"start": 561.31, "end": 561.73, "word": " هذه", "probability": 0.56689453125}], "temperature": 1.0}, {"id": 28, "seek": 58760, "start": 562.88, "end": 587.6, "text": "بهذا الشكل خلال اليوم بدنا انجسمهم خلينا نقول كل ست ساعات هي interval بالنسبالنا، كل .. كل ست ساعات interval يعني say مثلا .. مثلا لو قلنا بدي أبدأ من .. زهر جيت مثلا الساعة اتناشر، بداية ال interval تبعتنا اتناشر الظهر، للست المساء، ثم للاتناشر نص الليل، للست الصبح، من الست الصبح لمين؟ للاتناشر الظهر، رجعنا كمان", "tokens": [3555, 3224, 15730, 25124, 28820, 16490, 1211, 6027, 45595, 20498, 47525, 8315, 16472, 7435, 38251, 16095, 16490, 1211, 9957, 995, 8717, 39648, 28242, 8608, 2655, 8608, 45761, 9307, 39896, 15035, 20666, 1863, 35457, 6027, 8315, 12399, 28242, 4386, 28242, 8608, 2655, 8608, 45761, 9307, 15035, 37495, 22653, 584, 50113, 15040, 4386, 50113, 15040, 45164, 12174, 1211, 8315, 4724, 16254, 5551, 44510, 10721, 9154, 4386, 30767, 3224, 2288, 10874, 36081, 50113, 15040, 21136, 995, 27884, 1975, 2655, 1863, 33599, 2288, 12399, 4724, 28259, 10632, 2423, 15035, 6055, 3555, 34268, 8315, 1975, 2655, 1863, 33599, 2288, 6024, 116, 3224, 2288, 12399, 24976, 14851, 9673, 3794, 16606, 12399, 38637, 2304, 24976, 9307, 1863, 33599, 2288, 8717, 9381, 13672, 26895, 12399, 24976, 14851, 31767, 49628, 12399, 9154, 21136, 2655, 31767, 49628, 32767, 9957, 22807, 24976, 9307, 1863, 33599, 2288, 6024, 116, 3224, 2288, 12399, 12602, 7435, 3615, 8315, 9122, 2304, 7649], "avg_logprob": -0.206397796905524, "compression_ratio": 2.077220077220077, "no_speech_prob": 9.5367431640625e-07, "words": [{"start": 562.88, "end": 563.3, "word": "بهذا", "probability": 0.73828125}, {"start": 563.3, "end": 563.62, "word": " الشكل", "probability": 0.988525390625}, {"start": 563.62, "end": 564.0, "word": " خلال", "probability": 0.9832356770833334}, {"start": 564.0, "end": 564.46, "word": " اليوم", "probability": 0.980224609375}, {"start": 564.46, "end": 565.92, "word": " بدنا", "probability": 0.865478515625}, {"start": 565.92, "end": 566.7, "word": " انجسمهم", "probability": 0.8101806640625}, {"start": 566.7, "end": 567.14, "word": " خلينا", "probability": 0.6121826171875}, {"start": 567.14, "end": 567.3, "word": " نقول", "probability": 0.990234375}, {"start": 567.3, "end": 567.5, "word": " كل", "probability": 0.89990234375}, {"start": 567.5, "end": 567.8, "word": " ست", "probability": 0.7335205078125}, {"start": 567.8, "end": 568.16, "word": " ساعات", "probability": 0.9371744791666666}, {"start": 568.16, "end": 568.34, "word": " هي", "probability": 0.78515625}, {"start": 568.34, "end": 568.8, "word": " interval", "probability": 0.93798828125}, {"start": 568.8, "end": 569.9, "word": " بالنسبالنا،", "probability": 0.8644205729166666}, {"start": 569.9, "end": 570.0, "word": " كل", "probability": 0.59326171875}, {"start": 570.0, "end": 570.22, "word": " ..", "probability": 0.470458984375}, {"start": 570.22, "end": 570.4, "word": " كل", "probability": 0.6826171875}, {"start": 570.4, "end": 570.7, "word": " ست", "probability": 0.966796875}, {"start": 570.7, "end": 570.98, "word": " ساعات", "probability": 0.9820963541666666}, {"start": 570.98, "end": 571.28, "word": " interval", "probability": 0.85888671875}, {"start": 571.28, "end": 571.54, "word": " يعني", "probability": 0.832275390625}, {"start": 571.54, "end": 572.26, "word": " say", "probability": 0.83935546875}, {"start": 572.26, "end": 572.58, "word": " مثلا", "probability": 0.99072265625}, {"start": 572.58, "end": 572.64, "word": " ..", "probability": 0.354736328125}, {"start": 572.64, "end": 572.94, "word": " مثلا", "probability": 0.991455078125}, {"start": 572.94, "end": 573.08, "word": " لو", "probability": 0.9072265625}, {"start": 573.08, "end": 573.28, "word": " قلنا", "probability": 0.8121744791666666}, {"start": 573.28, "end": 573.48, "word": " بدي", "probability": 0.512451171875}, {"start": 573.48, "end": 573.96, "word": " أبدأ", "probability": 0.8453776041666666}, {"start": 573.96, "end": 574.32, "word": " من", "probability": 0.927734375}, {"start": 574.32, "end": 574.68, "word": " ..", "probability": 0.72021484375}, {"start": 574.68, "end": 574.92, "word": " زهر", "probability": 0.5487467447916666}, {"start": 574.92, "end": 575.08, "word": " جيت", "probability": 0.7239990234375}, {"start": 575.08, "end": 575.32, "word": " مثلا", "probability": 0.966552734375}, {"start": 575.32, "end": 575.56, "word": " الساعة", "probability": 0.95849609375}, {"start": 575.56, "end": 576.4, "word": " اتناشر،", "probability": 0.7305501302083334}, {"start": 576.4, "end": 577.02, "word": " بداية", "probability": 0.9422200520833334}, {"start": 577.02, "end": 577.14, "word": " ال", "probability": 0.99658203125}, {"start": 577.14, "end": 577.46, "word": " interval", "probability": 0.9306640625}, {"start": 577.46, "end": 577.92, "word": " تبعتنا", "probability": 0.927001953125}, {"start": 577.92, "end": 578.28, "word": " اتناشر", "probability": 0.926953125}, {"start": 578.28, "end": 579.32, "word": " الظهر،", "probability": 0.82900390625}, {"start": 579.32, "end": 579.92, "word": " للست", "probability": 0.7093505859375}, {"start": 579.92, "end": 581.28, "word": " المساء،", "probability": 0.7242431640625}, {"start": 581.28, "end": 581.58, "word": " ثم", "probability": 0.995361328125}, {"start": 581.58, "end": 582.52, "word": " للاتناشر", "probability": 0.83876953125}, {"start": 582.52, "end": 582.74, "word": " نص", "probability": 0.96044921875}, {"start": 582.74, "end": 583.56, "word": " الليل،", "probability": 0.9814453125}, {"start": 583.56, "end": 584.3, "word": " للست", "probability": 0.773193359375}, {"start": 584.3, "end": 584.86, "word": " الصبح،", "probability": 0.8616536458333334}, {"start": 584.86, "end": 584.96, "word": " من", "probability": 0.473388671875}, {"start": 584.96, "end": 585.22, "word": " الست", "probability": 0.730224609375}, {"start": 585.22, "end": 585.56, "word": " الصبح", "probability": 0.99072265625}, {"start": 585.56, "end": 585.94, "word": " لمين؟", "probability": 0.7568359375}, {"start": 585.94, "end": 586.34, "word": " للاتناشر", "probability": 0.806298828125}, {"start": 586.34, "end": 586.92, "word": " الظهر،", "probability": 0.94169921875}, {"start": 586.92, "end": 587.26, "word": " رجعنا", "probability": 0.9285888671875}, {"start": 587.26, "end": 587.6, "word": " كمان", "probability": 0.994140625}], "temperature": 1.0}, {"id": 29, "seek": 61734, "start": 588.34, "end": 617.34, "text": "8 مرة for example يعني هذا مثال فرضية خلّيني أقول الان ال maximum load expected أثناء ال ال ال four intervals هتكون كالتالي إيش يعني هذا الكلام ال maximum load expected بمعنى أنا متوقع يكون في عندى بال ميجا وات عدد واتات كذا لكل interval بحيث إن كل interval استهلاكها بيختلف عن التانية بيختلف عن التانية فلو افترضنا إن ال interval الأولى المفروض يكون عندى مأمن", "tokens": [23, 3714, 25720, 337, 1365, 37495, 22653, 23758, 50113, 6027, 6156, 43042, 10632, 16490, 1211, 11703, 9957, 1829, 5551, 39648, 2423, 7649, 2423, 6674, 3677, 5176, 5551, 12984, 1863, 16606, 2423, 2423, 2423, 1451, 26651, 8032, 2655, 30544, 9122, 6027, 2655, 6027, 1829, 11933, 1829, 8592, 37495, 22653, 23758, 2423, 28820, 10943, 2423, 6674, 3677, 5176, 4724, 2304, 3615, 1863, 7578, 41850, 44650, 30543, 3615, 7251, 30544, 8978, 43242, 7578, 20666, 3714, 1829, 7435, 995, 4032, 9307, 6225, 3215, 3215, 4032, 9307, 9307, 9122, 15730, 5296, 28820, 15035, 4724, 5016, 1829, 12984, 36145, 28242, 15035, 44713, 3224, 15040, 4117, 11296, 4724, 1829, 46456, 46538, 18871, 16712, 7649, 10632, 4724, 1829, 46456, 46538, 18871, 16712, 7649, 10632, 6156, 1211, 2407, 1975, 5172, 2655, 43042, 8315, 36145, 2423, 15035, 16247, 12610, 7578, 9673, 5172, 32887, 11242, 7251, 30544, 43242, 7578, 3714, 10721, 27842], "avg_logprob": -0.16395246867142932, "compression_ratio": 1.9419795221843004, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 588.34, "end": 588.56, "word": "8", "probability": 0.069091796875}, {"start": 588.56, "end": 588.74, "word": " مرة", "probability": 0.749267578125}, {"start": 588.74, "end": 588.94, "word": " for", "probability": 0.53515625}, {"start": 588.94, "end": 589.32, "word": " example", "probability": 0.9609375}, {"start": 589.32, "end": 589.54, "word": " يعني", "probability": 0.7291259765625}, {"start": 589.54, "end": 589.8, "word": " هذا", "probability": 0.6669921875}, {"start": 589.8, "end": 590.22, "word": " مثال", "probability": 0.982666015625}, {"start": 590.22, "end": 591.54, "word": " فرضية", "probability": 0.8806966145833334}, {"start": 591.54, "end": 591.84, "word": " خلّيني", "probability": 0.840625}, {"start": 591.84, "end": 592.06, "word": " أقول", "probability": 0.908203125}, {"start": 592.06, "end": 592.66, "word": " الان", "probability": 0.55670166015625}, {"start": 592.66, "end": 593.0, "word": " ال", "probability": 0.822265625}, {"start": 593.0, "end": 593.3, "word": " maximum", "probability": 0.9619140625}, {"start": 593.3, "end": 593.76, "word": " load", "probability": 0.96728515625}, {"start": 593.76, "end": 594.52, "word": " expected", "probability": 0.94189453125}, {"start": 594.52, "end": 595.56, "word": " أثناء", "probability": 0.9627685546875}, {"start": 595.56, "end": 595.88, "word": " ال", "probability": 0.970703125}, {"start": 595.88, "end": 596.4, "word": " ال", "probability": 0.529296875}, {"start": 596.4, "end": 597.28, "word": " ال", "probability": 0.403564453125}, {"start": 597.28, "end": 597.62, "word": " four", "probability": 0.7998046875}, {"start": 597.62, "end": 598.8, "word": " intervals", "probability": 0.93017578125}, {"start": 598.8, "end": 599.42, "word": " هتكون", "probability": 0.9114583333333334}, {"start": 599.42, "end": 599.98, "word": " كالتالي", "probability": 0.925}, {"start": 599.98, "end": 600.36, "word": " إيش", "probability": 0.7245686848958334}, {"start": 600.36, "end": 600.6, "word": " يعني", "probability": 0.930419921875}, {"start": 600.6, "end": 600.82, "word": " هذا", "probability": 0.94873046875}, {"start": 600.82, "end": 601.18, "word": " الكلام", "probability": 0.9674479166666666}, {"start": 601.18, "end": 601.5, "word": " ال", "probability": 0.79736328125}, {"start": 601.5, "end": 601.8, "word": " maximum", "probability": 0.98828125}, {"start": 601.8, "end": 602.08, "word": " load", "probability": 0.95947265625}, {"start": 602.08, "end": 602.64, "word": " expected", "probability": 0.9541015625}, {"start": 602.64, "end": 603.0, "word": " بمعنى", "probability": 0.954296875}, {"start": 603.0, "end": 603.2, "word": " أنا", "probability": 0.8115234375}, {"start": 603.2, "end": 603.96, "word": " متوقع", "probability": 0.9581705729166666}, {"start": 603.96, "end": 604.74, "word": " يكون", "probability": 0.97900390625}, {"start": 604.74, "end": 604.92, "word": " في", "probability": 0.97119140625}, {"start": 604.92, "end": 605.3, "word": " عندى", "probability": 0.759521484375}, {"start": 605.3, "end": 605.82, "word": " بال", "probability": 0.90478515625}, {"start": 605.82, "end": 606.16, "word": " ميجا", "probability": 0.795745849609375}, {"start": 606.16, "end": 606.5, "word": " وات", "probability": 0.7822265625}, {"start": 606.5, "end": 607.28, "word": " عدد", "probability": 0.9498697916666666}, {"start": 607.28, "end": 607.86, "word": " واتات", "probability": 0.652099609375}, {"start": 607.86, "end": 608.36, "word": " كذا", "probability": 0.90234375}, {"start": 608.36, "end": 608.96, "word": " لكل", "probability": 0.98876953125}, {"start": 608.96, "end": 609.48, "word": " interval", "probability": 0.955078125}, {"start": 609.48, "end": 610.04, "word": " بحيث", "probability": 0.9825439453125}, {"start": 610.04, "end": 610.12, "word": " إن", "probability": 0.399658203125}, {"start": 610.12, "end": 610.32, "word": " كل", "probability": 0.91455078125}, {"start": 610.32, "end": 610.78, "word": " interval", "probability": 0.95068359375}, {"start": 610.78, "end": 611.4, "word": " استهلاكها", "probability": 0.903515625}, {"start": 611.4, "end": 611.78, "word": " بيختلف", "probability": 0.966064453125}, {"start": 611.78, "end": 611.94, "word": " عن", "probability": 0.990234375}, {"start": 611.94, "end": 612.42, "word": " التانية", "probability": 0.98046875}, {"start": 612.42, "end": 613.16, "word": " بيختلف", "probability": 0.937255859375}, {"start": 613.16, "end": 613.5, "word": " عن", "probability": 0.99169921875}, {"start": 613.5, "end": 613.88, "word": " التانية", "probability": 0.9923502604166666}, {"start": 613.88, "end": 614.12, "word": " فلو", "probability": 0.9671223958333334}, {"start": 614.12, "end": 614.52, "word": " افترضنا", "probability": 0.9783203125}, {"start": 614.52, "end": 614.64, "word": " إن", "probability": 0.68115234375}, {"start": 614.64, "end": 614.76, "word": " ال", "probability": 0.9912109375}, {"start": 614.76, "end": 615.1, "word": " interval", "probability": 0.95703125}, {"start": 615.1, "end": 615.96, "word": " الأولى", "probability": 0.97509765625}, {"start": 615.96, "end": 616.46, "word": " المفروض", "probability": 0.990478515625}, {"start": 616.46, "end": 616.68, "word": " يكون", "probability": 0.990478515625}, {"start": 616.68, "end": 616.96, "word": " عندى", "probability": 0.818359375}, {"start": 616.96, "end": 617.34, "word": " مأمن", "probability": 0.7685546875}], "temperature": 1.0}, {"id": 30, "seek": 63708, "start": 617.88, "end": 637.08, "text": "80 ميجا وات في ال interval التاني محتاجين يكون فيه 90 ميجا وات في ال interval التالتة 65 ميجا وات في ال interval الرابعة 70 ميجا وات تمام جسمناهم", "tokens": [4702, 3714, 1829, 7435, 995, 4032, 9307, 8978, 2423, 15035, 16712, 7649, 1829, 3714, 33753, 26108, 9957, 7251, 30544, 8978, 3224, 4289, 3714, 1829, 7435, 995, 4032, 9307, 8978, 2423, 15035, 16712, 6027, 2655, 3660, 11624, 3714, 1829, 7435, 995, 4032, 9307, 8978, 2423, 15035, 34892, 16758, 27884, 5285, 3714, 1829, 7435, 995, 4032, 9307, 46811, 10943, 10874, 38251, 8315, 16095], "avg_logprob": -0.15196573157464305, "compression_ratio": 1.8852459016393444, "no_speech_prob": 2.6226043701171875e-06, "words": [{"start": 617.88, "end": 618.54, "word": "80", "probability": 0.316162109375}, {"start": 618.54, "end": 620.28, "word": " ميجا", "probability": 0.8798828125}, {"start": 620.28, "end": 620.74, "word": " وات", "probability": 0.697998046875}, {"start": 620.74, "end": 621.58, "word": " في", "probability": 0.7421875}, {"start": 621.58, "end": 621.74, "word": " ال", "probability": 0.9736328125}, {"start": 621.74, "end": 622.04, "word": " interval", "probability": 0.339599609375}, {"start": 622.04, "end": 622.44, "word": " التاني", "probability": 0.8974609375}, {"start": 622.44, "end": 622.88, "word": " محتاجين", "probability": 0.9478759765625}, {"start": 622.88, "end": 623.06, "word": " يكون", "probability": 0.942138671875}, {"start": 623.06, "end": 623.24, "word": " فيه", "probability": 0.554443359375}, {"start": 623.24, "end": 623.68, "word": " 90", "probability": 0.270263671875}, {"start": 623.68, "end": 625.2, "word": " ميجا", "probability": 0.989990234375}, {"start": 625.2, "end": 625.72, "word": " وات", "probability": 0.94140625}, {"start": 625.72, "end": 626.36, "word": " في", "probability": 0.65478515625}, {"start": 626.36, "end": 626.46, "word": " ال", "probability": 0.99072265625}, {"start": 626.46, "end": 626.72, "word": " interval", "probability": 0.96435546875}, {"start": 626.72, "end": 627.38, "word": " التالتة", "probability": 0.945556640625}, {"start": 627.38, "end": 628.82, "word": " 65", "probability": 0.8193359375}, {"start": 628.82, "end": 630.48, "word": " ميجا", "probability": 0.993896484375}, {"start": 630.48, "end": 630.78, "word": " وات", "probability": 0.972412109375}, {"start": 630.78, "end": 632.06, "word": " في", "probability": 0.87548828125}, {"start": 632.06, "end": 632.3, "word": " ال", "probability": 0.99169921875}, {"start": 632.3, "end": 632.6, "word": " interval", "probability": 0.97314453125}, {"start": 632.6, "end": 633.14, "word": " الرابعة", "probability": 0.8885091145833334}, {"start": 633.14, "end": 633.68, "word": " 70", "probability": 0.875}, {"start": 633.68, "end": 634.36, "word": " ميجا", "probability": 0.9915771484375}, {"start": 634.36, "end": 634.66, "word": " وات", "probability": 0.97021484375}, {"start": 634.66, "end": 636.06, "word": " تمام", "probability": 0.96826171875}, {"start": 636.06, "end": 637.08, "word": " جسمناهم", "probability": 0.9368896484375}], "temperature": 1.0}, {"id": 31, "seek": 66750, "start": 637.86, "end": 667.5, "text": "كل واحدة في ال interval بتاعتها فهدولة لازم يتأمنوا بمعنى انه اذا بدي اطلع من اي interval من ال intervals هدولة مولد او اتنين او خمسة جد ما يكون بدي اطلحهم عشان اعملهم صيانة المتبقي المفروض انه قادر انه يأمن الكمية هذه at least لازم يكون معطيني الكمية هذه طيب هل فقط الكمية هذه؟ لأ انا ممكن كمان الأمثلية الأولى أفضلية الآن انه كيف انا ممكن يكون في عندى", "tokens": [28820, 36764, 24401, 3660, 8978, 2423, 15035, 39894, 995, 34268, 11296, 6156, 3224, 3215, 12610, 3660, 5296, 31377, 2304, 7251, 2655, 10721, 27842, 14407, 4724, 2304, 3615, 1863, 7578, 16472, 3224, 1975, 15730, 4724, 16254, 1975, 9566, 1211, 3615, 9154, 1975, 1829, 15035, 9154, 2423, 26651, 8032, 3215, 12610, 3660, 3714, 12610, 3215, 1975, 2407, 1975, 2655, 1863, 9957, 1975, 2407, 16490, 2304, 3794, 3660, 10874, 3215, 19446, 7251, 30544, 4724, 16254, 1975, 9566, 1211, 5016, 16095, 6225, 8592, 7649, 1975, 25957, 1211, 16095, 20328, 1829, 7649, 3660, 9673, 2655, 3555, 38436, 9673, 5172, 32887, 11242, 16472, 3224, 12174, 18513, 2288, 16472, 3224, 7251, 10721, 27842, 2423, 24793, 10632, 29538, 412, 1935, 5296, 31377, 2304, 7251, 30544, 20449, 9566, 9957, 1829, 33251, 2304, 10632, 29538, 23032, 1829, 3555, 8032, 1211, 6156, 47432, 33251, 2304, 10632, 29538, 22807, 5296, 10721, 1975, 8315, 3714, 43020, 9122, 2304, 7649, 16247, 2304, 12984, 1211, 10632, 16247, 12610, 7578, 5551, 5172, 11242, 1211, 10632, 6024, 48506, 16472, 3224, 9122, 33911, 1975, 8315, 3714, 43020, 7251, 30544, 8978, 43242, 7578], "avg_logprob": -0.1372321379184723, "compression_ratio": 2.04040404040404, "no_speech_prob": 0.33544921875, "words": [{"start": 637.86, "end": 638.12, "word": "كل", "probability": 0.76171875}, {"start": 638.12, "end": 638.36, "word": " واحدة", "probability": 0.9855143229166666}, {"start": 638.36, "end": 638.46, "word": " في", "probability": 0.87353515625}, {"start": 638.46, "end": 638.52, "word": " ال", "probability": 0.96337890625}, {"start": 638.52, "end": 638.86, "word": " interval", "probability": 0.6171875}, {"start": 638.86, "end": 639.38, "word": " بتاعتها", "probability": 0.9169921875}, {"start": 639.38, "end": 640.02, "word": " فهدولة", "probability": 0.81953125}, {"start": 640.02, "end": 640.28, "word": " لازم", "probability": 0.98681640625}, {"start": 640.28, "end": 640.92, "word": " يتأمنوا", "probability": 0.9658203125}, {"start": 640.92, "end": 641.52, "word": " بمعنى", "probability": 0.93134765625}, {"start": 641.52, "end": 641.76, "word": " انه", "probability": 0.6912841796875}, {"start": 641.76, "end": 641.86, "word": " اذا", "probability": 0.7347412109375}, {"start": 641.86, "end": 642.04, "word": " بدي", "probability": 0.4786376953125}, {"start": 642.04, "end": 642.34, "word": " اطلع", "probability": 0.899169921875}, {"start": 642.34, "end": 642.52, "word": " من", "probability": 0.96435546875}, {"start": 642.52, "end": 643.0, "word": " اي", "probability": 0.80078125}, {"start": 643.0, "end": 643.48, "word": " interval", "probability": 0.94189453125}, {"start": 643.48, "end": 643.6, "word": " من", "probability": 0.798828125}, {"start": 643.6, "end": 643.72, "word": " ال", "probability": 0.974609375}, {"start": 643.72, "end": 644.04, "word": " intervals", "probability": 0.76171875}, {"start": 644.04, "end": 644.56, "word": " هدولة", "probability": 0.9461669921875}, {"start": 644.56, "end": 646.24, "word": " مولد", "probability": 0.8623046875}, {"start": 646.24, "end": 646.4, "word": " او", "probability": 0.963134765625}, {"start": 646.4, "end": 646.78, "word": " اتنين", "probability": 0.9659423828125}, {"start": 646.78, "end": 646.94, "word": " او", "probability": 0.965576171875}, {"start": 646.94, "end": 647.32, "word": " خمسة", "probability": 0.9365234375}, {"start": 647.32, "end": 647.48, "word": " جد", "probability": 0.930419921875}, {"start": 647.48, "end": 647.58, "word": " ما", "probability": 0.84130859375}, {"start": 647.58, "end": 647.82, "word": " يكون", "probability": 0.919189453125}, {"start": 647.82, "end": 648.04, "word": " بدي", "probability": 0.803955078125}, {"start": 648.04, "end": 648.64, "word": " اطلحهم", "probability": 0.91513671875}, {"start": 648.64, "end": 649.24, "word": " عشان", "probability": 0.986328125}, {"start": 649.24, "end": 649.64, "word": " اعملهم", "probability": 0.9300537109375}, {"start": 649.64, "end": 650.08, "word": " صيانة", "probability": 0.971435546875}, {"start": 650.08, "end": 651.16, "word": " المتبقي", "probability": 0.9288330078125}, {"start": 651.16, "end": 651.62, "word": " المفروض", "probability": 0.9967041015625}, {"start": 651.62, "end": 651.86, "word": " انه", "probability": 0.955078125}, {"start": 651.86, "end": 652.56, "word": " قادر", "probability": 0.98388671875}, {"start": 652.56, "end": 653.02, "word": " انه", "probability": 0.946533203125}, {"start": 653.02, "end": 653.7, "word": " يأمن", "probability": 0.9404296875}, {"start": 653.7, "end": 655.76, "word": " الكمية", "probability": 0.8253580729166666}, {"start": 655.76, "end": 656.08, "word": " هذه", "probability": 0.78271484375}, {"start": 656.08, "end": 657.22, "word": " at", "probability": 0.70849609375}, {"start": 657.22, "end": 657.5, "word": " least", "probability": 0.9716796875}, {"start": 657.5, "end": 657.76, "word": " لازم", "probability": 0.9908854166666666}, {"start": 657.76, "end": 657.94, "word": " يكون", "probability": 0.9892578125}, {"start": 657.94, "end": 659.26, "word": " معطيني", "probability": 0.754608154296875}, {"start": 659.26, "end": 659.68, "word": " الكمية", "probability": 0.8365885416666666}, {"start": 659.68, "end": 660.0, "word": " هذه", "probability": 0.94287109375}, {"start": 660.0, "end": 660.64, "word": " طيب", "probability": 0.888671875}, {"start": 660.64, "end": 661.22, "word": " هل", "probability": 0.81298828125}, {"start": 661.22, "end": 661.46, "word": " فقط", "probability": 0.996337890625}, {"start": 661.46, "end": 661.84, "word": " الكمية", "probability": 0.8639322916666666}, {"start": 661.84, "end": 662.16, "word": " هذه؟", "probability": 0.698486328125}, {"start": 662.16, "end": 662.36, "word": " لأ", "probability": 0.926513671875}, {"start": 662.36, "end": 662.48, "word": " انا", "probability": 0.822021484375}, {"start": 662.48, "end": 662.78, "word": " ممكن", "probability": 0.982666015625}, {"start": 662.78, "end": 663.26, "word": " كمان", "probability": 0.9490559895833334}, {"start": 663.26, "end": 664.44, "word": " الأمثلية", "probability": 0.86611328125}, {"start": 664.44, "end": 664.76, "word": " الأولى", "probability": 0.74267578125}, {"start": 664.76, "end": 665.26, "word": " أفضلية", "probability": 0.888818359375}, {"start": 665.26, "end": 665.64, "word": " الآن", "probability": 0.677490234375}, {"start": 665.64, "end": 666.04, "word": " انه", "probability": 0.743896484375}, {"start": 666.04, "end": 666.24, "word": " كيف", "probability": 0.984619140625}, {"start": 666.24, "end": 666.36, "word": " انا", "probability": 0.9150390625}, {"start": 666.36, "end": 666.6, "word": " ممكن", "probability": 0.987060546875}, {"start": 666.6, "end": 666.9, "word": " يكون", "probability": 0.98876953125}, {"start": 666.9, "end": 667.06, "word": " في", "probability": 0.95068359375}, {"start": 667.06, "end": 667.5, "word": " عندى", "probability": 0.850830078125}], "temperature": 1.0}, {"id": 32, "seek": 69671, "start": 668.35, "end": 696.71, "text": "Net Reserve أكبر ما يمكن بمعنى إحتياطي أكبر ما يمكن أشحن فيه دوائر مختلفة نشحن فيه بطاريات نشحن فيه على جنب اللي هي في فترة الانتقال من .. من واحدة لواحدة تانية يكون فيه خلّيني أقول بطاريات شغالة فمحتاج كمان أن يكون ال power system تبعي في إحتياطي زيادة فمحتاج أعمل Maximize لمين؟ للإحتياطي هي واضحة .. واضحت عندنا", "tokens": [31890, 26049, 5551, 4117, 26890, 19446, 7251, 43020, 4724, 2304, 3615, 1863, 7578, 11933, 5016, 31371, 41193, 1829, 5551, 4117, 26890, 19446, 7251, 43020, 5551, 8592, 5016, 1863, 8978, 3224, 11778, 2407, 16373, 2288, 3714, 46456, 46538, 3660, 8717, 8592, 5016, 1863, 8978, 3224, 4724, 9566, 9640, 1829, 9307, 8717, 8592, 5016, 1863, 8978, 3224, 15844, 10874, 1863, 3555, 13672, 1829, 39896, 8978, 6156, 2655, 25720, 2423, 7649, 2655, 4587, 6027, 9154, 4386, 9154, 36764, 24401, 3660, 5296, 14407, 24401, 3660, 6055, 7649, 10632, 7251, 30544, 8978, 3224, 16490, 1211, 11703, 9957, 1829, 5551, 39648, 4724, 9566, 9640, 1829, 9307, 13412, 17082, 6027, 3660, 6156, 2304, 33753, 26108, 9122, 2304, 7649, 14739, 7251, 30544, 2423, 1347, 1185, 6055, 3555, 3615, 1829, 8978, 11933, 5016, 31371, 41193, 1829, 30767, 1829, 18513, 3660, 6156, 2304, 33753, 26108, 5551, 25957, 1211, 29076, 1125, 5296, 2304, 9957, 22807, 24976, 28814, 5016, 31371, 41193, 1829, 39896, 4032, 46958, 5016, 3660, 4386, 4032, 46958, 33753, 43242, 8315], "avg_logprob": -0.13107639624748701, "compression_ratio": 1.9110320284697508, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 668.35, "end": 668.73, "word": "Net", "probability": 0.389892578125}, {"start": 668.73, "end": 669.63, "word": " Reserve", "probability": 0.79931640625}, {"start": 669.63, "end": 670.39, "word": " أكبر", "probability": 0.91552734375}, {"start": 670.39, "end": 670.51, "word": " ما", "probability": 0.9306640625}, {"start": 670.51, "end": 670.77, "word": " يمكن", "probability": 0.9638671875}, {"start": 670.77, "end": 671.09, "word": " بمعنى", "probability": 0.88662109375}, {"start": 671.09, "end": 671.57, "word": " إحتياطي", "probability": 0.771142578125}, {"start": 671.57, "end": 671.81, "word": " أكبر", "probability": 0.9695638020833334}, {"start": 671.81, "end": 671.93, "word": " ما", "probability": 0.8798828125}, {"start": 671.93, "end": 672.15, "word": " يمكن", "probability": 0.968017578125}, {"start": 672.15, "end": 672.53, "word": " أشحن", "probability": 0.9697265625}, {"start": 672.53, "end": 672.89, "word": " فيه", "probability": 0.97705078125}, {"start": 672.89, "end": 673.65, "word": " دوائر", "probability": 0.9613037109375}, {"start": 673.65, "end": 674.25, "word": " مختلفة", "probability": 0.9910888671875}, {"start": 674.25, "end": 674.69, "word": " نشحن", "probability": 0.955322265625}, {"start": 674.69, "end": 674.89, "word": " فيه", "probability": 0.9736328125}, {"start": 674.89, "end": 675.43, "word": " بطاريات", "probability": 0.9677734375}, {"start": 675.43, "end": 675.73, "word": " نشحن", "probability": 0.944091796875}, {"start": 675.73, "end": 676.29, "word": " فيه", "probability": 0.9111328125}, {"start": 676.29, "end": 676.61, "word": " على", "probability": 0.880859375}, {"start": 676.61, "end": 676.91, "word": " جنب", "probability": 0.966796875}, {"start": 676.91, "end": 677.05, "word": " اللي", "probability": 0.927734375}, {"start": 677.05, "end": 677.33, "word": " هي", "probability": 0.900390625}, {"start": 677.33, "end": 677.91, "word": " في", "probability": 0.828125}, {"start": 677.91, "end": 678.25, "word": " فترة", "probability": 0.99755859375}, {"start": 678.25, "end": 679.07, "word": " الانتقال", "probability": 0.9640625}, {"start": 679.07, "end": 679.43, "word": " من", "probability": 0.99267578125}, {"start": 679.43, "end": 679.69, "word": " ..", "probability": 0.34375}, {"start": 679.69, "end": 680.89, "word": " من", "probability": 0.95556640625}, {"start": 680.89, "end": 681.69, "word": " واحدة", "probability": 0.8479817708333334}, {"start": 681.69, "end": 682.07, "word": " لواحدة", "probability": 0.9349365234375}, {"start": 682.07, "end": 682.41, "word": " تانية", "probability": 0.9933268229166666}, {"start": 682.41, "end": 682.71, "word": " يكون", "probability": 0.985107421875}, {"start": 682.71, "end": 683.11, "word": " فيه", "probability": 0.948486328125}, {"start": 683.11, "end": 684.23, "word": " خلّيني", "probability": 0.705517578125}, {"start": 684.23, "end": 684.45, "word": " أقول", "probability": 0.6832275390625}, {"start": 684.45, "end": 684.87, "word": " بطاريات", "probability": 0.98076171875}, {"start": 684.87, "end": 685.39, "word": " شغالة", "probability": 0.986328125}, {"start": 685.39, "end": 686.15, "word": " فمحتاج", "probability": 0.9847412109375}, {"start": 686.15, "end": 686.63, "word": " كمان", "probability": 0.9952799479166666}, {"start": 686.63, "end": 687.01, "word": " أن", "probability": 0.53515625}, {"start": 687.01, "end": 687.33, "word": " يكون", "probability": 0.879638671875}, {"start": 687.33, "end": 687.47, "word": " ال", "probability": 0.9794921875}, {"start": 687.47, "end": 687.69, "word": " power", "probability": 0.72900390625}, {"start": 687.69, "end": 688.03, "word": " system", "probability": 0.958984375}, {"start": 688.03, "end": 688.55, "word": " تبعي", "probability": 0.9737548828125}, {"start": 688.55, "end": 689.13, "word": " في", "probability": 0.97802734375}, {"start": 689.13, "end": 690.37, "word": " إحتياطي", "probability": 0.95888671875}, {"start": 690.37, "end": 691.23, "word": " زيادة", "probability": 0.9827880859375}, {"start": 691.23, "end": 692.01, "word": " فمحتاج", "probability": 0.986328125}, {"start": 692.01, "end": 692.41, "word": " أعمل", "probability": 0.98095703125}, {"start": 692.41, "end": 693.79, "word": " Maximize", "probability": 0.66845703125}, {"start": 693.79, "end": 694.33, "word": " لمين؟", "probability": 0.64276123046875}, {"start": 694.33, "end": 695.17, "word": " للإحتياطي", "probability": 0.9222819010416666}, {"start": 695.17, "end": 695.45, "word": " هي", "probability": 0.36279296875}, {"start": 695.45, "end": 695.85, "word": " واضحة", "probability": 0.8485107421875}, {"start": 695.85, "end": 695.99, "word": " ..", "probability": 0.331298828125}, {"start": 695.99, "end": 696.35, "word": " واضحت", "probability": 0.7818196614583334}, {"start": 696.35, "end": 696.71, "word": " عندنا", "probability": 0.76416015625}], "temperature": 1.0}, {"id": 33, "seek": 71031, "start": 697.09, "end": 710.31, "text": "Task مهمة إن أنا بدأ أعمل maintenance و ال maintenance هذه لازم تكون يوميا للسبعة لكن أكم واحد بقدر أطلع من الخدمة في كل interval مش عارف و مين منهم بالظبط مش عارف", "tokens": [51, 3863, 3714, 16095, 3660, 36145, 41850, 47525, 10721, 5551, 25957, 1211, 11258, 4032, 2423, 11258, 29538, 5296, 31377, 2304, 6055, 30544, 7251, 20498, 25528, 24976, 35457, 27884, 44381, 5551, 24793, 36764, 24401, 4724, 28543, 2288, 5551, 9566, 1211, 3615, 9154, 33962, 40448, 3660, 8978, 28242, 15035, 37893, 6225, 9640, 5172, 4032, 3714, 9957, 9154, 16095, 20666, 19913, 3555, 9566, 37893, 6225, 9640, 5172], "avg_logprob": -0.14098557692307692, "compression_ratio": 1.4942528735632183, "no_speech_prob": 7.152557373046875e-07, "words": [{"start": 697.09, "end": 697.65, "word": "Task", "probability": 0.6884765625}, {"start": 697.65, "end": 698.15, "word": " مهمة", "probability": 0.9894205729166666}, {"start": 698.15, "end": 698.39, "word": " إن", "probability": 0.318359375}, {"start": 698.39, "end": 698.51, "word": " أنا", "probability": 0.9208984375}, {"start": 698.51, "end": 698.75, "word": " بدأ", "probability": 0.535400390625}, {"start": 698.75, "end": 698.97, "word": " أعمل", "probability": 0.9274088541666666}, {"start": 698.97, "end": 699.79, "word": " maintenance", "probability": 0.875}, {"start": 699.79, "end": 699.97, "word": " و", "probability": 0.42041015625}, {"start": 699.97, "end": 700.05, "word": " ال", "probability": 0.927734375}, {"start": 700.05, "end": 700.39, "word": " maintenance", "probability": 0.9150390625}, {"start": 700.39, "end": 700.67, "word": " هذه", "probability": 0.7333984375}, {"start": 700.67, "end": 700.97, "word": " لازم", "probability": 0.9855143229166666}, {"start": 700.97, "end": 701.27, "word": " تكون", "probability": 0.9765625}, {"start": 701.27, "end": 701.93, "word": " يوميا", "probability": 0.9918619791666666}, {"start": 701.93, "end": 703.43, "word": " للسبعة", "probability": 0.6722819010416666}, {"start": 703.43, "end": 704.49, "word": " لكن", "probability": 0.7216796875}, {"start": 704.49, "end": 705.49, "word": " أكم", "probability": 0.76318359375}, {"start": 705.49, "end": 705.81, "word": " واحد", "probability": 0.9951171875}, {"start": 705.81, "end": 706.13, "word": " بقدر", "probability": 0.9791666666666666}, {"start": 706.13, "end": 706.49, "word": " أطلع", "probability": 0.954345703125}, {"start": 706.49, "end": 706.61, "word": " من", "probability": 0.66796875}, {"start": 706.61, "end": 707.11, "word": " الخدمة", "probability": 0.96240234375}, {"start": 707.11, "end": 707.25, "word": " في", "probability": 0.9560546875}, {"start": 707.25, "end": 707.41, "word": " كل", "probability": 0.99267578125}, {"start": 707.41, "end": 707.97, "word": " interval", "probability": 0.96875}, {"start": 707.97, "end": 708.41, "word": " مش", "probability": 0.80322265625}, {"start": 708.41, "end": 708.73, "word": " عارف", "probability": 0.9973958333333334}, {"start": 708.73, "end": 708.89, "word": " و", "probability": 0.890625}, {"start": 708.89, "end": 709.05, "word": " مين", "probability": 0.914794921875}, {"start": 709.05, "end": 709.31, "word": " منهم", "probability": 0.993896484375}, {"start": 709.31, "end": 709.75, "word": " بالظبط", "probability": 0.9833984375}, {"start": 709.75, "end": 709.93, "word": " مش", "probability": 0.966796875}, {"start": 709.93, "end": 710.31, "word": " عارف", "probability": 0.9969075520833334}], "temperature": 1.0}, {"id": 34, "seek": 73894, "start": 710.94, "end": 738.94, "text": "ليش؟ لأن هذا ينطبق على مواصفات كل واحد فيهم مواصفات كل واحد فيهم بحيث أنه لما أطلع ال interval نفسها تكون مغطية حالها يعني ال interval اللي قوله يكون فيه ال 80 ميجا وات لازم تكون فيه ال 80 ميجا وات at least طيب فانا محتاج أعمل هنا maximize ل ال net reserve أو لاحتياطي الشبكة لاحتياطي على الشبكة بتاعتنا في كل دورات ال أو ال maintenance period بتاعتنا الآن", "tokens": [20292, 8592, 22807, 5296, 33456, 23758, 7251, 1863, 9566, 3555, 4587, 15844, 3714, 2407, 33546, 5172, 9307, 28242, 36764, 24401, 8978, 16095, 3714, 2407, 33546, 5172, 9307, 28242, 36764, 24401, 8978, 16095, 4724, 5016, 1829, 12984, 14739, 3224, 5296, 15042, 5551, 9566, 1211, 3615, 2423, 15035, 8717, 36178, 11296, 6055, 30544, 3714, 17082, 9566, 10632, 11331, 6027, 11296, 37495, 22653, 2423, 15035, 13672, 1829, 12174, 12610, 3224, 7251, 30544, 8978, 3224, 2423, 4688, 3714, 1829, 7435, 995, 4032, 9307, 5296, 31377, 2304, 6055, 30544, 8978, 3224, 2423, 4688, 3714, 1829, 7435, 995, 4032, 9307, 412, 1935, 23032, 1829, 3555, 6156, 7649, 995, 3714, 33753, 26108, 5551, 25957, 1211, 34105, 19874, 5296, 2423, 2533, 17824, 34051, 20193, 5016, 31371, 41193, 1829, 25124, 3555, 4117, 3660, 20193, 5016, 31371, 41193, 1829, 15844, 25124, 3555, 4117, 3660, 39894, 995, 34268, 8315, 8978, 28242, 11778, 13063, 9307, 2423, 34051, 2423, 11258, 2896, 39894, 995, 34268, 8315, 6024, 48506], "avg_logprob": -0.17096774385821434, "compression_ratio": 1.9431438127090301, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 710.94, "end": 711.34, "word": "ليش؟", "probability": 0.7535807291666666}, {"start": 711.34, "end": 711.5, "word": " لأن", "probability": 0.87939453125}, {"start": 711.5, "end": 711.7, "word": " هذا", "probability": 0.7216796875}, {"start": 711.7, "end": 712.4, "word": " ينطبق", "probability": 0.72783203125}, {"start": 712.4, "end": 712.84, "word": " على", "probability": 0.88134765625}, {"start": 712.84, "end": 713.72, "word": " مواصفات", "probability": 0.974609375}, {"start": 713.72, "end": 713.9, "word": " كل", "probability": 0.96044921875}, {"start": 713.9, "end": 714.2, "word": " واحد", "probability": 0.99609375}, {"start": 714.2, "end": 714.58, "word": " فيهم", "probability": 0.880126953125}, {"start": 714.58, "end": 715.46, "word": " مواصفات", "probability": 0.82353515625}, {"start": 715.46, "end": 715.58, "word": " كل", "probability": 0.9677734375}, {"start": 715.58, "end": 715.76, "word": " واحد", "probability": 0.99609375}, {"start": 715.76, "end": 715.96, "word": " فيهم", "probability": 0.928955078125}, {"start": 715.96, "end": 716.26, "word": " بحيث", "probability": 0.9266357421875}, {"start": 716.26, "end": 716.54, "word": " أنه", "probability": 0.753662109375}, {"start": 716.54, "end": 716.98, "word": " لما", "probability": 0.90234375}, {"start": 716.98, "end": 717.38, "word": " أطلع", "probability": 0.93505859375}, {"start": 717.38, "end": 717.5, "word": " ال", "probability": 0.96923828125}, {"start": 717.5, "end": 717.94, "word": " interval", "probability": 0.70068359375}, {"start": 717.94, "end": 718.5, "word": " نفسها", "probability": 0.9876302083333334}, {"start": 718.5, "end": 718.96, "word": " تكون", "probability": 0.912109375}, {"start": 718.96, "end": 719.44, "word": " مغطية", "probability": 0.9727783203125}, {"start": 719.44, "end": 719.84, "word": " حالها", "probability": 0.9786783854166666}, {"start": 719.84, "end": 720.54, "word": " يعني", "probability": 0.6585693359375}, {"start": 720.54, "end": 720.7, "word": " ال", "probability": 0.97509765625}, {"start": 720.7, "end": 720.98, "word": " interval", "probability": 0.9619140625}, {"start": 720.98, "end": 721.14, "word": " اللي", "probability": 0.55767822265625}, {"start": 721.14, "end": 721.22, "word": " قوله", "probability": 0.7252604166666666}, {"start": 721.22, "end": 721.4, "word": " يكون", "probability": 0.944091796875}, {"start": 721.4, "end": 721.58, "word": " فيه", "probability": 0.937744140625}, {"start": 721.58, "end": 721.66, "word": " ال", "probability": 0.64404296875}, {"start": 721.66, "end": 721.96, "word": " 80", "probability": 0.857421875}, {"start": 721.96, "end": 722.32, "word": " ميجا", "probability": 0.92919921875}, {"start": 722.32, "end": 722.54, "word": " وات", "probability": 0.753173828125}, {"start": 722.54, "end": 723.14, "word": " لازم", "probability": 0.9342447916666666}, {"start": 723.14, "end": 723.34, "word": " تكون", "probability": 0.882080078125}, {"start": 723.34, "end": 723.5, "word": " فيه", "probability": 0.91748046875}, {"start": 723.5, "end": 723.52, "word": " ال", "probability": 0.89404296875}, {"start": 723.52, "end": 723.88, "word": " 80", "probability": 0.93994140625}, {"start": 723.88, "end": 724.22, "word": " ميجا", "probability": 0.9913330078125}, {"start": 724.22, "end": 724.4, "word": " وات", "probability": 0.95849609375}, {"start": 724.4, "end": 725.1, "word": " at", "probability": 0.76806640625}, {"start": 725.1, "end": 725.5, "word": " least", "probability": 0.97119140625}, {"start": 725.5, "end": 726.44, "word": " طيب", "probability": 0.9208984375}, {"start": 726.44, "end": 726.66, "word": " فانا", "probability": 0.869140625}, {"start": 726.66, "end": 727.18, "word": " محتاج", "probability": 0.98583984375}, {"start": 727.18, "end": 727.46, "word": " أعمل", "probability": 0.9025065104166666}, {"start": 727.46, "end": 727.66, "word": " هنا", "probability": 0.94775390625}, {"start": 727.66, "end": 728.64, "word": " maximize", "probability": 0.442626953125}, {"start": 728.64, "end": 729.58, "word": " ل", "probability": 0.5712890625}, {"start": 729.58, "end": 729.86, "word": " ال", "probability": 0.7158203125}, {"start": 729.86, "end": 730.06, "word": " net", "probability": 0.9189453125}, {"start": 730.06, "end": 730.66, "word": " reserve", "probability": 0.94384765625}, {"start": 730.66, "end": 731.26, "word": " أو", "probability": 0.65234375}, {"start": 731.26, "end": 732.32, "word": " لاحتياطي", "probability": 0.759716796875}, {"start": 732.32, "end": 733.0, "word": " الشبكة", "probability": 0.9786376953125}, {"start": 733.0, "end": 733.7, "word": " لاحتياطي", "probability": 0.861865234375}, {"start": 733.7, "end": 733.8, "word": " على", "probability": 0.72265625}, {"start": 733.8, "end": 734.14, "word": " الشبكة", "probability": 0.977294921875}, {"start": 734.14, "end": 734.58, "word": " بتاعتنا", "probability": 0.8828125}, {"start": 734.58, "end": 735.08, "word": " في", "probability": 0.87060546875}, {"start": 735.08, "end": 735.42, "word": " كل", "probability": 0.9775390625}, {"start": 735.42, "end": 736.16, "word": " دورات", "probability": 0.9900716145833334}, {"start": 736.16, "end": 736.46, "word": " ال", "probability": 0.62646484375}, {"start": 736.46, "end": 736.6, "word": " أو", "probability": 0.3583984375}, {"start": 736.6, "end": 736.72, "word": " ال", "probability": 0.97509765625}, {"start": 736.72, "end": 737.02, "word": " maintenance", "probability": 0.9130859375}, {"start": 737.02, "end": 737.54, "word": " period", "probability": 0.85107421875}, {"start": 737.54, "end": 738.34, "word": " بتاعتنا", "probability": 0.96826171875}, {"start": 738.34, "end": 738.94, "word": " الآن", "probability": 0.658935546875}], "temperature": 1.0}, {"id": 35, "seek": 76810, "start": 739.78, "end": 768.1, "text": "كل واحدة من الوحدات هدولة جداش محتاجة عدد interface لصيانتها و جداش قيمة الصافي اللي بتطلع ك ميجا وات بحد ذاتها لحالها فالأولى بتطلع عشرين ميجا وات التانية بتطلع خمستعش التالتة خمسة و تلاتين الرابعة اربعين الخامسة خمستعش خمستعش و عشرة تمام جدا", "tokens": [28820, 36764, 24401, 3660, 9154, 2423, 2407, 24401, 9307, 8032, 3215, 12610, 3660, 10874, 3215, 33599, 3714, 33753, 26108, 3660, 6225, 3215, 3215, 9226, 5296, 9381, 1829, 7649, 2655, 11296, 4032, 10874, 3215, 33599, 12174, 32640, 3660, 31767, 31845, 1829, 13672, 1829, 39894, 9566, 1211, 3615, 9122, 3714, 1829, 7435, 995, 4032, 9307, 4724, 24401, 29910, 9307, 11296, 5296, 5016, 6027, 11296, 6156, 6027, 10721, 12610, 7578, 39894, 9566, 1211, 3615, 6225, 46309, 9957, 3714, 1829, 7435, 995, 4032, 9307, 16712, 7649, 10632, 39894, 9566, 1211, 3615, 16490, 2304, 14851, 3615, 8592, 16712, 6027, 2655, 3660, 16490, 2304, 3794, 3660, 4032, 6055, 1211, 9307, 9957, 34892, 16758, 27884, 1975, 25513, 3615, 9957, 33962, 10943, 3794, 3660, 16490, 2304, 14851, 3615, 8592, 16490, 2304, 14851, 3615, 8592, 4032, 6225, 8592, 25720, 46811, 10943, 10874, 28259], "avg_logprob": -0.12789351255805403, "compression_ratio": 2.0046082949308754, "no_speech_prob": 0.0, "words": [{"start": 739.78, "end": 740.08, "word": "كل", "probability": 0.93212890625}, {"start": 740.08, "end": 740.38, "word": " واحدة", "probability": 0.8987630208333334}, {"start": 740.38, "end": 740.48, "word": " من", "probability": 0.98486328125}, {"start": 740.48, "end": 740.98, "word": " الوحدات", "probability": 0.9354248046875}, {"start": 740.98, "end": 741.54, "word": " هدولة", "probability": 0.705322265625}, {"start": 741.54, "end": 741.96, "word": " جداش", "probability": 0.7125651041666666}, {"start": 741.96, "end": 742.62, "word": " محتاجة", "probability": 0.9747314453125}, {"start": 742.62, "end": 742.9, "word": " عدد", "probability": 0.97998046875}, {"start": 742.9, "end": 743.42, "word": " interface", "probability": 0.81103515625}, {"start": 743.42, "end": 744.22, "word": " لصيانتها", "probability": 0.9462890625}, {"start": 744.22, "end": 744.96, "word": " و", "probability": 0.5771484375}, {"start": 744.96, "end": 745.52, "word": " جداش", "probability": 0.8795572916666666}, {"start": 745.52, "end": 746.26, "word": " قيمة", "probability": 0.9952799479166666}, {"start": 746.26, "end": 747.66, "word": " الصافي", "probability": 0.7608235677083334}, {"start": 747.66, "end": 747.82, "word": " اللي", "probability": 0.80029296875}, {"start": 747.82, "end": 748.2, "word": " بتطلع", "probability": 0.9437255859375}, {"start": 748.2, "end": 748.36, "word": " ك", "probability": 0.783203125}, {"start": 748.36, "end": 748.6, "word": " ميجا", "probability": 0.814453125}, {"start": 748.6, "end": 748.84, "word": " وات", "probability": 0.84619140625}, {"start": 748.84, "end": 749.68, "word": " بحد", "probability": 0.707275390625}, {"start": 749.68, "end": 749.96, "word": " ذاتها", "probability": 0.9879557291666666}, {"start": 749.96, "end": 750.38, "word": " لحالها", "probability": 0.9873046875}, {"start": 750.38, "end": 751.36, "word": " فالأولى", "probability": 0.93525390625}, {"start": 751.36, "end": 752.34, "word": " بتطلع", "probability": 0.9637451171875}, {"start": 752.34, "end": 752.92, "word": " عشرين", "probability": 0.94970703125}, {"start": 752.92, "end": 755.3, "word": " ميجا", "probability": 0.9591064453125}, {"start": 755.3, "end": 755.98, "word": " وات", "probability": 0.94091796875}, {"start": 755.98, "end": 756.7, "word": " التانية", "probability": 0.8258463541666666}, {"start": 756.7, "end": 757.08, "word": " بتطلع", "probability": 0.9593505859375}, {"start": 757.08, "end": 757.82, "word": " خمستعش", "probability": 0.750244140625}, {"start": 757.82, "end": 759.02, "word": " التالتة", "probability": 0.9453125}, {"start": 759.02, "end": 759.86, "word": " خمسة", "probability": 0.9833984375}, {"start": 759.86, "end": 759.92, "word": " و", "probability": 0.76416015625}, {"start": 759.92, "end": 760.48, "word": " تلاتين", "probability": 0.85107421875}, {"start": 760.48, "end": 761.64, "word": " الرابعة", "probability": 0.8802083333333334}, {"start": 761.64, "end": 762.28, "word": " اربعين", "probability": 0.8726806640625}, {"start": 762.28, "end": 763.74, "word": " الخامسة", "probability": 0.9609375}, {"start": 763.74, "end": 764.66, "word": " خمستعش", "probability": 0.89296875}, {"start": 764.66, "end": 766.2, "word": " خمستعش", "probability": 0.950390625}, {"start": 766.2, "end": 766.6, "word": " و", "probability": 0.93798828125}, {"start": 766.6, "end": 766.98, "word": " عشرة", "probability": 0.7902018229166666}, {"start": 766.98, "end": 767.82, "word": " تمام", "probability": 0.9775390625}, {"start": 767.82, "end": 768.1, "word": " جدا", "probability": 0.994384765625}], "temperature": 1.0}, {"id": 36, "seek": 79823, "start": 769.21, "end": 798.23, "text": "هنجد إيش، هذه كمان عاملة مهم جدا، اللي هو جداش عدد ال intervals اللي مطلوب لصيانة الوحدة الواحدة، أي وحدة منهم، لو محتاجة ساعة واحدة للصيانة، معناته إن ال interval كاملة بدها تظل واقفة، الست ساعات كاملين، مش هينفع أقولها و لا بعد ساعة بده أدخلها تاني على الشغل، ال interval للصيانة كاملة ست ساعات، فإذا قررت إنه بدي أطلحها صيانة، معناته على الأجال بدها تاخد الست ساعات، interval كاملة،", "tokens": [3224, 1863, 7435, 3215, 11933, 1829, 8592, 12399, 29538, 9122, 2304, 7649, 6225, 10943, 37977, 3714, 16095, 10874, 28259, 12399, 13672, 1829, 31439, 10874, 3215, 33599, 6225, 3215, 3215, 2423, 26651, 13672, 1829, 3714, 9566, 1211, 37746, 5296, 9381, 1829, 7649, 3660, 2423, 2407, 24401, 3660, 2423, 14407, 24401, 3660, 12399, 36632, 4032, 24401, 3660, 9154, 16095, 12399, 45164, 3714, 33753, 26108, 3660, 8608, 995, 27884, 36764, 24401, 3660, 24976, 9381, 1829, 7649, 3660, 12399, 20449, 8315, 47395, 36145, 2423, 15035, 9122, 10943, 37977, 47525, 11296, 6055, 19913, 1211, 36764, 4587, 5172, 3660, 12399, 21136, 2655, 8608, 45761, 9307, 9122, 10943, 1211, 9957, 12399, 37893, 8032, 9957, 5172, 3615, 5551, 39648, 11296, 4032, 20193, 39182, 8608, 995, 27884, 47525, 3224, 5551, 3215, 9778, 1211, 11296, 6055, 7649, 1829, 15844, 25124, 17082, 1211, 12399, 2423, 15035, 24976, 9381, 1829, 7649, 3660, 9122, 10943, 37977, 8608, 2655, 8608, 45761, 9307, 12399, 6156, 28814, 15730, 12174, 2288, 43500, 36145, 3224, 4724, 16254, 5551, 9566, 1211, 5016, 11296, 20328, 1829, 7649, 3660, 12399, 20449, 8315, 47395, 15844, 16247, 7435, 6027, 47525, 11296, 6055, 47283, 3215, 21136, 2655, 8608, 45761, 9307, 12399, 15035, 9122, 10943, 37977, 12399], "avg_logprob": -0.15438795830919336, "compression_ratio": 2.2266666666666666, "no_speech_prob": 0.0, "words": [{"start": 769.21, "end": 769.69, "word": "هنجد", "probability": 0.9005126953125}, {"start": 769.69, "end": 770.09, "word": " إيش،", "probability": 0.5556640625}, {"start": 770.09, "end": 770.25, "word": " هذه", "probability": 0.556640625}, {"start": 770.25, "end": 770.53, "word": " كمان", "probability": 0.9641927083333334}, {"start": 770.53, "end": 770.75, "word": " عاملة", "probability": 0.8160807291666666}, {"start": 770.75, "end": 770.97, "word": " مهم", "probability": 0.959716796875}, {"start": 770.97, "end": 771.45, "word": " جدا،", "probability": 0.8297526041666666}, {"start": 771.45, "end": 771.51, "word": " اللي", "probability": 0.84326171875}, {"start": 771.51, "end": 771.65, "word": " هو", "probability": 0.96484375}, {"start": 771.65, "end": 772.01, "word": " جداش", "probability": 0.7473958333333334}, {"start": 772.01, "end": 772.27, "word": " عدد", "probability": 0.9734700520833334}, {"start": 772.27, "end": 772.39, "word": " ال", "probability": 0.994140625}, {"start": 772.39, "end": 772.79, "word": " intervals", "probability": 0.2685546875}, {"start": 772.79, "end": 773.13, "word": " اللي", "probability": 0.971923828125}, {"start": 773.13, "end": 773.77, "word": " مطلوب", "probability": 0.955078125}, {"start": 773.77, "end": 774.57, "word": " لصيانة", "probability": 0.9806640625}, {"start": 774.57, "end": 774.95, "word": " الوحدة", "probability": 0.9573974609375}, {"start": 774.95, "end": 776.17, "word": " الواحدة،", "probability": 0.9154296875}, {"start": 776.17, "end": 776.33, "word": " أي", "probability": 0.845703125}, {"start": 776.33, "end": 776.63, "word": " وحدة", "probability": 0.8575846354166666}, {"start": 776.63, "end": 777.87, "word": " منهم،", "probability": 0.9091796875}, {"start": 777.87, "end": 778.17, "word": " لو", "probability": 0.97705078125}, {"start": 778.17, "end": 778.97, "word": " محتاجة", "probability": 0.9635009765625}, {"start": 778.97, "end": 779.27, "word": " ساعة", "probability": 0.9851888020833334}, {"start": 779.27, "end": 779.59, "word": " واحدة", "probability": 0.9895833333333334}, {"start": 779.59, "end": 781.35, "word": " للصيانة،", "probability": 0.9049479166666666}, {"start": 781.35, "end": 781.75, "word": " معناته", "probability": 0.9402669270833334}, {"start": 781.75, "end": 781.99, "word": " إن", "probability": 0.6484375}, {"start": 781.99, "end": 782.11, "word": " ال", "probability": 0.580078125}, {"start": 782.11, "end": 782.41, "word": " interval", "probability": 0.92822265625}, {"start": 782.41, "end": 782.79, "word": " كاملة", "probability": 0.9724934895833334}, {"start": 782.79, "end": 782.97, "word": " بدها", "probability": 0.544921875}, {"start": 782.97, "end": 783.19, "word": " تظل", "probability": 0.6878255208333334}, {"start": 783.19, "end": 783.69, "word": " واقفة،", "probability": 0.9533203125}, {"start": 783.69, "end": 783.99, "word": " الست", "probability": 0.673583984375}, {"start": 783.99, "end": 784.19, "word": " ساعات", "probability": 0.9881184895833334}, {"start": 784.19, "end": 785.01, "word": " كاملين،", "probability": 0.96865234375}, {"start": 785.01, "end": 785.15, "word": " مش", "probability": 0.93310546875}, {"start": 785.15, "end": 785.49, "word": " هينفع", "probability": 0.9315185546875}, {"start": 785.49, "end": 785.83, "word": " أقولها", "probability": 0.7312825520833334}, {"start": 785.83, "end": 785.91, "word": " و", "probability": 0.27490234375}, {"start": 785.91, "end": 785.95, "word": " لا", "probability": 0.9384765625}, {"start": 785.95, "end": 786.13, "word": " بعد", "probability": 0.94677734375}, {"start": 786.13, "end": 786.41, "word": " ساعة", "probability": 0.98046875}, {"start": 786.41, "end": 786.59, "word": " بده", "probability": 0.4632568359375}, {"start": 786.59, "end": 786.93, "word": " أدخلها", "probability": 0.9548828125}, {"start": 786.93, "end": 787.15, "word": " تاني", "probability": 0.87255859375}, {"start": 787.15, "end": 787.31, "word": " على", "probability": 0.88330078125}, {"start": 787.31, "end": 788.27, "word": " الشغل،", "probability": 0.9395751953125}, {"start": 788.27, "end": 788.39, "word": " ال", "probability": 0.9931640625}, {"start": 788.39, "end": 788.79, "word": " interval", "probability": 0.919921875}, {"start": 788.79, "end": 789.41, "word": " للصيانة", "probability": 0.97626953125}, {"start": 789.41, "end": 789.95, "word": " كاملة", "probability": 0.9777018229166666}, {"start": 789.95, "end": 790.99, "word": " ست", "probability": 0.7587890625}, {"start": 790.99, "end": 791.75, "word": " ساعات،", "probability": 0.9786376953125}, {"start": 791.75, "end": 792.05, "word": " فإذا", "probability": 0.9855143229166666}, {"start": 792.05, "end": 792.51, "word": " قررت", "probability": 0.9933268229166666}, {"start": 792.51, "end": 792.75, "word": " إنه", "probability": 0.740966796875}, {"start": 792.75, "end": 792.95, "word": " بدي", "probability": 0.73583984375}, {"start": 792.95, "end": 793.61, "word": " أطلحها", "probability": 0.92900390625}, {"start": 793.61, "end": 794.83, "word": " صيانة،", "probability": 0.96552734375}, {"start": 794.83, "end": 795.15, "word": " معناته", "probability": 0.95556640625}, {"start": 795.15, "end": 795.55, "word": " على", "probability": 0.9130859375}, {"start": 795.55, "end": 795.81, "word": " الأجال", "probability": 0.77294921875}, {"start": 795.81, "end": 796.03, "word": " بدها", "probability": 0.592041015625}, {"start": 796.03, "end": 796.27, "word": " تاخد", "probability": 0.9306640625}, {"start": 796.27, "end": 796.55, "word": " الست", "probability": 0.6917724609375}, {"start": 796.55, "end": 797.33, "word": " ساعات،", "probability": 0.966552734375}, {"start": 797.33, "end": 797.67, "word": " interval", "probability": 0.56787109375}, {"start": 797.67, "end": 798.23, "word": " كاملة،", "probability": 0.949951171875}], "temperature": 1.0}, {"id": 37, "seek": 81491, "start": 798.83, "end": 814.91, "text": "الكويس ممكن بعضهم يكون لأ محتاج أكتر فخلينا نقول أن الأولى والتانية المحط المولد الأول والتانى هدولة أو الوحدة الأولى والتانية ممكن يكونوا محتاجين لأ فترتين صيانة", "tokens": [6027, 4117, 45865, 3794, 3714, 43020, 45030, 11242, 16095, 7251, 30544, 5296, 10721, 3714, 33753, 26108, 5551, 4117, 2655, 2288, 6156, 9778, 1211, 9957, 995, 8717, 39648, 14739, 16247, 12610, 7578, 16070, 2655, 7649, 10632, 9673, 5016, 9566, 9673, 12610, 3215, 16247, 12610, 16070, 2655, 7649, 7578, 8032, 3215, 12610, 3660, 34051, 2423, 2407, 24401, 3660, 16247, 12610, 7578, 16070, 2655, 7649, 10632, 3714, 43020, 7251, 30544, 14407, 3714, 33753, 26108, 9957, 5296, 10721, 6156, 2655, 43500, 9957, 20328, 1829, 7649, 3660], "avg_logprob": -0.15286144721938902, "compression_ratio": 1.9605263157894737, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 798.83, "end": 799.29, "word": "الكويس", "probability": 0.74322509765625}, {"start": 799.29, "end": 799.77, "word": " ممكن", "probability": 0.7000732421875}, {"start": 799.77, "end": 800.19, "word": " بعضهم", "probability": 0.9612630208333334}, {"start": 800.19, "end": 800.41, "word": " يكون", "probability": 0.985107421875}, {"start": 800.41, "end": 800.55, "word": " لأ", "probability": 0.83935546875}, {"start": 800.55, "end": 800.87, "word": " محتاج", "probability": 0.9866536458333334}, {"start": 800.87, "end": 801.23, "word": " أكتر", "probability": 0.875244140625}, {"start": 801.23, "end": 802.31, "word": " فخلينا", "probability": 0.71748046875}, {"start": 802.31, "end": 802.51, "word": " نقول", "probability": 0.994873046875}, {"start": 802.51, "end": 802.69, "word": " أن", "probability": 0.46923828125}, {"start": 802.69, "end": 803.01, "word": " الأولى", "probability": 0.9251302083333334}, {"start": 803.01, "end": 803.65, "word": " والتانية", "probability": 0.78448486328125}, {"start": 803.65, "end": 804.69, "word": " المحط", "probability": 0.8722330729166666}, {"start": 804.69, "end": 807.23, "word": " المولد", "probability": 0.7604166666666666}, {"start": 807.23, "end": 807.51, "word": " الأول", "probability": 0.970947265625}, {"start": 807.51, "end": 808.01, "word": " والتانى", "probability": 0.839599609375}, {"start": 808.01, "end": 809.13, "word": " هدولة", "probability": 0.85546875}, {"start": 809.13, "end": 809.37, "word": " أو", "probability": 0.64208984375}, {"start": 809.37, "end": 810.11, "word": " الوحدة", "probability": 0.9696044921875}, {"start": 810.11, "end": 810.65, "word": " الأولى", "probability": 0.93701171875}, {"start": 810.65, "end": 811.19, "word": " والتانية", "probability": 0.9464111328125}, {"start": 811.19, "end": 811.73, "word": " ممكن", "probability": 0.989013671875}, {"start": 811.73, "end": 812.21, "word": " يكونوا", "probability": 0.9921875}, {"start": 812.21, "end": 813.07, "word": " محتاجين", "probability": 0.99169921875}, {"start": 813.07, "end": 813.49, "word": " لأ", "probability": 0.932373046875}, {"start": 813.49, "end": 814.31, "word": " فترتين", "probability": 0.91162109375}, {"start": 814.31, "end": 814.91, "word": " صيانة", "probability": 0.978515625}], "temperature": 1.0}, {"id": 38, "seek": 84095, "start": 815.41, "end": 840.95, "text": "قد يكون مثلا هدول أجدام جدا في المحطة مش حديثات زي الباجين فمحتاجين فترة صيانة بتزيد عن الست ساعات معناه ذلك أنه دخلت في ال interval التاني وقفا عن العمل هذه برضه مهمة جدا فإذا هنا التوقف للصيانة لعملية ال maintenance اللي هي لل intervals بتاعتنا محتاجين اتنين اتنين intervals هنا اتنين intervals الباجي كله interval واحدة كافية", "tokens": [28543, 7251, 30544, 50113, 15040, 8032, 3215, 12610, 5551, 7435, 3215, 10943, 10874, 28259, 8978, 9673, 5016, 9566, 3660, 37893, 11331, 16254, 12984, 9307, 30767, 1829, 29739, 26108, 9957, 6156, 2304, 33753, 26108, 9957, 6156, 2655, 25720, 20328, 1829, 7649, 3660, 39894, 11622, 25708, 18871, 21136, 2655, 8608, 45761, 9307, 20449, 8315, 3224, 29910, 23275, 14739, 3224, 11778, 9778, 1211, 2655, 8978, 2423, 15035, 16712, 7649, 1829, 4032, 4587, 5172, 995, 18871, 18863, 42213, 29538, 4724, 43042, 3224, 3714, 16095, 3660, 10874, 28259, 6156, 28814, 15730, 34105, 16712, 30543, 5172, 24976, 9381, 1829, 7649, 3660, 5296, 25957, 1211, 10632, 2423, 11258, 13672, 1829, 39896, 24976, 26651, 39894, 995, 34268, 8315, 3714, 33753, 26108, 9957, 1975, 2655, 1863, 9957, 1975, 2655, 1863, 9957, 26651, 34105, 1975, 2655, 1863, 9957, 26651, 29739, 995, 7435, 1829, 28242, 3224, 15035, 36764, 24401, 3660, 9122, 31845, 10632], "avg_logprob": -0.10822771249951182, "compression_ratio": 2.011070110701107, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 815.41, "end": 815.59, "word": "قد", "probability": 0.85498046875}, {"start": 815.59, "end": 815.85, "word": " يكون", "probability": 0.9892578125}, {"start": 815.85, "end": 816.27, "word": " مثلا", "probability": 0.7802734375}, {"start": 816.27, "end": 816.79, "word": " هدول", "probability": 0.9208984375}, {"start": 816.79, "end": 817.19, "word": " أجدام", "probability": 0.69610595703125}, {"start": 817.19, "end": 817.49, "word": " جدا", "probability": 0.9609375}, {"start": 817.49, "end": 817.63, "word": " في", "probability": 0.86767578125}, {"start": 817.63, "end": 818.13, "word": " المحطة", "probability": 0.99755859375}, {"start": 818.13, "end": 818.63, "word": " مش", "probability": 0.7685546875}, {"start": 818.63, "end": 819.11, "word": " حديثات", "probability": 0.839111328125}, {"start": 819.11, "end": 819.29, "word": " زي", "probability": 0.96923828125}, {"start": 819.29, "end": 819.73, "word": " الباجين", "probability": 0.8642578125}, {"start": 819.73, "end": 820.71, "word": " فمحتاجين", "probability": 0.97607421875}, {"start": 820.71, "end": 821.15, "word": " فترة", "probability": 0.99169921875}, {"start": 821.15, "end": 821.61, "word": " صيانة", "probability": 0.962646484375}, {"start": 821.61, "end": 822.19, "word": " بتزيد", "probability": 0.96630859375}, {"start": 822.19, "end": 822.33, "word": " عن", "probability": 0.9716796875}, {"start": 822.33, "end": 822.65, "word": " الست", "probability": 0.6278076171875}, {"start": 822.65, "end": 823.11, "word": " ساعات", "probability": 0.97900390625}, {"start": 823.11, "end": 823.65, "word": " معناه", "probability": 0.84716796875}, {"start": 823.65, "end": 823.81, "word": " ذلك", "probability": 0.974853515625}, {"start": 823.81, "end": 824.01, "word": " أنه", "probability": 0.718017578125}, {"start": 824.01, "end": 824.29, "word": " دخلت", "probability": 0.98095703125}, {"start": 824.29, "end": 824.39, "word": " في", "probability": 0.896484375}, {"start": 824.39, "end": 824.45, "word": " ال", "probability": 0.9814453125}, {"start": 824.45, "end": 824.77, "word": " interval", "probability": 0.8251953125}, {"start": 824.77, "end": 825.27, "word": " التاني", "probability": 0.9348958333333334}, {"start": 825.27, "end": 825.97, "word": " وقفا", "probability": 0.8524169921875}, {"start": 825.97, "end": 826.11, "word": " عن", "probability": 0.97412109375}, {"start": 826.11, "end": 826.39, "word": " العمل", "probability": 0.990966796875}, {"start": 826.39, "end": 826.91, "word": " هذه", "probability": 0.5673828125}, {"start": 826.91, "end": 827.15, "word": " برضه", "probability": 0.9615885416666666}, {"start": 827.15, "end": 827.51, "word": " مهمة", "probability": 0.95068359375}, {"start": 827.51, "end": 827.73, "word": " جدا", "probability": 0.998779296875}, {"start": 827.73, "end": 828.05, "word": " فإذا", "probability": 0.7986653645833334}, {"start": 828.05, "end": 828.31, "word": " هنا", "probability": 0.63916015625}, {"start": 828.31, "end": 829.63, "word": " التوقف", "probability": 0.98388671875}, {"start": 829.63, "end": 830.87, "word": " للصيانة", "probability": 0.96494140625}, {"start": 830.87, "end": 831.89, "word": " لعملية", "probability": 0.8204345703125}, {"start": 831.89, "end": 832.05, "word": " ال", "probability": 0.98046875}, {"start": 832.05, "end": 832.57, "word": " maintenance", "probability": 0.927734375}, {"start": 832.57, "end": 832.93, "word": " اللي", "probability": 0.936279296875}, {"start": 832.93, "end": 833.11, "word": " هي", "probability": 0.9306640625}, {"start": 833.11, "end": 833.27, "word": " لل", "probability": 0.7265625}, {"start": 833.27, "end": 833.77, "word": " intervals", "probability": 0.888671875}, {"start": 833.77, "end": 834.33, "word": " بتاعتنا", "probability": 0.961669921875}, {"start": 834.33, "end": 835.99, "word": " محتاجين", "probability": 0.9881591796875}, {"start": 835.99, "end": 836.49, "word": " اتنين", "probability": 0.957275390625}, {"start": 836.49, "end": 836.91, "word": " اتنين", "probability": 0.8819580078125}, {"start": 836.91, "end": 837.55, "word": " intervals", "probability": 0.9423828125}, {"start": 837.55, "end": 838.39, "word": " هنا", "probability": 0.86669921875}, {"start": 838.39, "end": 838.65, "word": " اتنين", "probability": 0.9908447265625}, {"start": 838.65, "end": 839.23, "word": " intervals", "probability": 0.97216796875}, {"start": 839.23, "end": 839.73, "word": " الباجي", "probability": 0.7890625}, {"start": 839.73, "end": 839.97, "word": " كله", "probability": 0.989013671875}, {"start": 839.97, "end": 840.31, "word": " interval", "probability": 0.97802734375}, {"start": 840.31, "end": 840.63, "word": " واحدة", "probability": 0.958984375}, {"start": 840.63, "end": 840.95, "word": " كافية", "probability": 0.9962565104166666}], "temperature": 1.0}, {"id": 39, "seek": 84579, "start": 841.77, "end": 845.79, "text": "لعملية الصيانة لعملية مين؟ صيانتها تمام", "tokens": [1211, 25957, 1211, 10632, 31767, 1829, 7649, 3660, 5296, 25957, 1211, 10632, 3714, 9957, 22807, 20328, 1829, 7649, 2655, 11296, 46811, 10943], "avg_logprob": -0.18766983436501544, "compression_ratio": 1.2372881355932204, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 841.77, "end": 842.47, "word": "لعملية", "probability": 0.843505859375}, {"start": 842.47, "end": 843.13, "word": " الصيانة", "probability": 0.9061279296875}, {"start": 843.13, "end": 843.77, "word": " لعملية", "probability": 0.8616943359375}, {"start": 843.77, "end": 844.11, "word": " مين؟", "probability": 0.7732747395833334}, {"start": 844.11, "end": 844.93, "word": " صيانتها", "probability": 0.9302734375}, {"start": 844.93, "end": 845.79, "word": " تمام", "probability": 0.93994140625}], "temperature": 1.0}, {"id": 40, "seek": 87356, "start": 848.22, "end": 873.56, "text": "عملنا specification للproblem بهذا الشكل حطينا أول نقطة خلصنا أول نقطة اللي هي ال specification طيب أيضا خلصنا تاني نقطة متذكرين لما تكلمنا عن مين؟ بدنا نحدد ال problem domain بتاعتنا اللي هي بدنا نبدأ نشتغل على ال fitness و ال criteria بتاعتنا ال criteria حددنا لإن هنا انا بدي ال reserve او ال net reserve الاحتياطي احتياطي maximized بده أعمله فهنا حددنا ال optimum criteria", "tokens": [25957, 1211, 8315, 31256, 24976, 47419, 39627, 15730, 25124, 28820, 11331, 9566, 1829, 8315, 5551, 12610, 8717, 47432, 3660, 16490, 1211, 9381, 8315, 5551, 12610, 8717, 47432, 3660, 13672, 1829, 39896, 2423, 31256, 23032, 1829, 3555, 36632, 11242, 995, 16490, 1211, 9381, 8315, 6055, 7649, 1829, 8717, 47432, 3660, 44650, 8848, 37983, 9957, 5296, 15042, 6055, 4117, 19528, 8315, 18871, 3714, 9957, 22807, 47525, 8315, 8717, 24401, 3215, 2423, 1154, 9274, 39894, 995, 34268, 8315, 13672, 1829, 39896, 47525, 8315, 8717, 44510, 10721, 8717, 8592, 2655, 17082, 1211, 15844, 2423, 15303, 4032, 2423, 11101, 39894, 995, 34268, 8315, 2423, 11101, 11331, 3215, 3215, 8315, 5296, 28814, 1863, 34105, 1975, 8315, 4724, 16254, 2423, 17824, 1975, 2407, 2423, 2533, 17824, 42963, 33753, 1829, 41193, 1829, 1975, 33753, 1829, 41193, 1829, 5138, 1602, 47525, 3224, 5551, 25957, 43761, 6156, 3224, 8315, 11331, 3215, 3215, 8315, 2423, 39326, 11101], "avg_logprob": -0.21726190476190477, "compression_ratio": 1.9828178694158076, "no_speech_prob": 0.0, "words": [{"start": 848.22, "end": 848.8, "word": "عملنا", "probability": 0.7855631510416666}, {"start": 848.8, "end": 849.34, "word": " specification", "probability": 0.9404296875}, {"start": 849.34, "end": 850.08, "word": " للproblem", "probability": 0.5140380859375}, {"start": 850.08, "end": 851.08, "word": " بهذا", "probability": 0.6910400390625}, {"start": 851.08, "end": 851.44, "word": " الشكل", "probability": 0.9833984375}, {"start": 851.44, "end": 852.12, "word": " حطينا", "probability": 0.649932861328125}, {"start": 852.12, "end": 852.3, "word": " أول", "probability": 0.765625}, {"start": 852.3, "end": 852.56, "word": " نقطة", "probability": 0.974609375}, {"start": 852.56, "end": 852.9, "word": " خلصنا", "probability": 0.8597412109375}, {"start": 852.9, "end": 853.08, "word": " أول", "probability": 0.914794921875}, {"start": 853.08, "end": 853.8, "word": " نقطة", "probability": 0.9851888020833334}, {"start": 853.8, "end": 854.02, "word": " اللي", "probability": 0.5863037109375}, {"start": 854.02, "end": 854.1, "word": " هي", "probability": 0.72705078125}, {"start": 854.1, "end": 854.18, "word": " ال", "probability": 0.36669921875}, {"start": 854.18, "end": 854.58, "word": " specification", "probability": 0.9677734375}, {"start": 854.58, "end": 855.46, "word": " طيب", "probability": 0.8984375}, {"start": 855.46, "end": 856.26, "word": " أيضا", "probability": 0.8543294270833334}, {"start": 856.26, "end": 857.24, "word": " خلصنا", "probability": 0.9786376953125}, {"start": 857.24, "end": 857.92, "word": " تاني", "probability": 0.80419921875}, {"start": 857.92, "end": 858.2, "word": " نقطة", "probability": 0.9171549479166666}, {"start": 858.2, "end": 858.68, "word": " متذكرين", "probability": 0.8804931640625}, {"start": 858.68, "end": 858.8, "word": " لما", "probability": 0.887451171875}, {"start": 858.8, "end": 859.24, "word": " تكلمنا", "probability": 0.82940673828125}, {"start": 859.24, "end": 859.38, "word": " عن", "probability": 0.98193359375}, {"start": 859.38, "end": 860.02, "word": " مين؟", "probability": 0.8031412760416666}, {"start": 860.02, "end": 860.22, "word": " بدنا", "probability": 0.76171875}, {"start": 860.22, "end": 860.58, "word": " نحدد", "probability": 0.9850260416666666}, {"start": 860.58, "end": 860.7, "word": " ال", "probability": 0.85791015625}, {"start": 860.7, "end": 860.96, "word": " problem", "probability": 0.896484375}, {"start": 860.96, "end": 861.3, "word": " domain", "probability": 0.96435546875}, {"start": 861.3, "end": 861.78, "word": " بتاعتنا", "probability": 0.9183349609375}, {"start": 861.78, "end": 862.34, "word": " اللي", "probability": 0.92529296875}, {"start": 862.34, "end": 862.48, "word": " هي", "probability": 0.79931640625}, {"start": 862.48, "end": 862.7, "word": " بدنا", "probability": 0.923828125}, {"start": 862.7, "end": 862.98, "word": " نبدأ", "probability": 0.9210611979166666}, {"start": 862.98, "end": 863.34, "word": " نشتغل", "probability": 0.99521484375}, {"start": 863.34, "end": 863.48, "word": " على", "probability": 0.9384765625}, {"start": 863.48, "end": 863.6, "word": " ال", "probability": 0.9228515625}, {"start": 863.6, "end": 863.9, "word": " fitness", "probability": 0.9775390625}, {"start": 863.9, "end": 864.18, "word": " و", "probability": 0.65234375}, {"start": 864.18, "end": 864.28, "word": " ال", "probability": 0.54736328125}, {"start": 864.28, "end": 864.66, "word": " criteria", "probability": 0.958984375}, {"start": 864.66, "end": 865.08, "word": " بتاعتنا", "probability": 0.947509765625}, {"start": 865.08, "end": 865.16, "word": " ال", "probability": 0.8203125}, {"start": 865.16, "end": 865.46, "word": " criteria", "probability": 0.93603515625}, {"start": 865.46, "end": 865.8, "word": " حددنا", "probability": 0.97314453125}, {"start": 865.8, "end": 865.96, "word": " لإن", "probability": 0.6311848958333334}, {"start": 865.96, "end": 866.14, "word": " هنا", "probability": 0.282470703125}, {"start": 866.14, "end": 866.2, "word": " انا", "probability": 0.58538818359375}, {"start": 866.2, "end": 866.44, "word": " بدي", "probability": 0.7158203125}, {"start": 866.44, "end": 866.6, "word": " ال", "probability": 0.60595703125}, {"start": 866.6, "end": 866.94, "word": " reserve", "probability": 0.80712890625}, {"start": 866.94, "end": 867.14, "word": " او", "probability": 0.77734375}, {"start": 867.14, "end": 867.22, "word": " ال", "probability": 0.9287109375}, {"start": 867.22, "end": 867.34, "word": " net", "probability": 0.89599609375}, {"start": 867.34, "end": 867.78, "word": " reserve", "probability": 0.9609375}, {"start": 867.78, "end": 868.78, "word": " الاحتياطي", "probability": 0.82412109375}, {"start": 868.78, "end": 869.5, "word": " احتياطي", "probability": 0.86171875}, {"start": 869.5, "end": 870.7, "word": " maximized", "probability": 0.469970703125}, {"start": 870.7, "end": 870.92, "word": " بده", "probability": 0.5150146484375}, {"start": 870.92, "end": 871.22, "word": " أعمله", "probability": 0.8190104166666666}, {"start": 871.22, "end": 871.68, "word": " فهنا", "probability": 0.9475911458333334}, {"start": 871.68, "end": 872.12, "word": " حددنا", "probability": 0.989013671875}, {"start": 872.12, "end": 872.22, "word": " ال", "probability": 0.63916015625}, {"start": 872.22, "end": 872.6, "word": " optimum", "probability": 0.98583984375}, {"start": 872.6, "end": 873.56, "word": " criteria", "probability": 0.87939453125}], "temperature": 1.0}, {"id": 41, "seek": 90357, "start": 874.29, "end": 903.57, "text": "optimal criteria maximization لمين؟ للاحتياطي الآن بدنا نشوف ال problem بتاعتنا كيف بدنا نمثل ال chromosome كيف بدنا نمثل ال chromosome فهنقول الآن تمثيل ال ال unit الأولى كيف بقدر أمثلها ال unit الأولى ال unit الأولى إما أنه أطلعها خارج الخدمة في ال interval الأولى و التانية لأنها محتاجة ال two intervals فممكن ال two intervals هدول أو التانية و التالتة", "tokens": [5747, 10650, 11101, 5138, 2144, 5296, 2304, 9957, 22807, 5296, 15040, 5016, 31371, 41193, 1829, 6024, 48506, 47525, 8315, 8717, 8592, 38688, 2423, 1154, 39894, 995, 34268, 8315, 9122, 33911, 47525, 8315, 8717, 2304, 12984, 1211, 2423, 42896, 9122, 33911, 47525, 8315, 8717, 2304, 12984, 1211, 2423, 42896, 6156, 3224, 1863, 39648, 6024, 48506, 46811, 12984, 26895, 2423, 2423, 4985, 16247, 12610, 7578, 9122, 33911, 4724, 28543, 2288, 5551, 2304, 12984, 1211, 11296, 2423, 4985, 16247, 12610, 7578, 2423, 4985, 16247, 12610, 7578, 11933, 15042, 14739, 3224, 5551, 9566, 1211, 3615, 11296, 16490, 9640, 7435, 33962, 40448, 3660, 8978, 2423, 15035, 16247, 12610, 7578, 4032, 16712, 7649, 10632, 5296, 33456, 11296, 3714, 33753, 26108, 3660, 2423, 732, 26651, 6156, 2304, 43020, 2423, 732, 26651, 8032, 3215, 12610, 34051, 16712, 7649, 10632, 4032, 16712, 6027, 2655, 3660], "avg_logprob": -0.16195255387438476, "compression_ratio": 2.079245283018868, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 874.29, "end": 874.67, "word": "optimal", "probability": 0.89599609375}, {"start": 874.67, "end": 874.95, "word": " criteria", "probability": 0.73828125}, {"start": 874.95, "end": 875.75, "word": " maximization", "probability": 0.6136474609375}, {"start": 875.75, "end": 876.59, "word": " لمين؟", "probability": 0.604827880859375}, {"start": 876.59, "end": 877.75, "word": " للاحتياطي", "probability": 0.8567708333333334}, {"start": 877.75, "end": 878.19, "word": " الآن", "probability": 0.5775146484375}, {"start": 878.19, "end": 878.45, "word": " بدنا", "probability": 0.860107421875}, {"start": 878.45, "end": 878.71, "word": " نشوف", "probability": 0.9939778645833334}, {"start": 878.71, "end": 878.91, "word": " ال", "probability": 0.796875}, {"start": 878.91, "end": 879.19, "word": " problem", "probability": 0.8916015625}, {"start": 879.19, "end": 879.59, "word": " بتاعتنا", "probability": 0.9676513671875}, {"start": 879.59, "end": 879.77, "word": " كيف", "probability": 0.952392578125}, {"start": 879.77, "end": 880.01, "word": " بدنا", "probability": 0.944580078125}, {"start": 880.01, "end": 880.49, "word": " نمثل", "probability": 0.9749755859375}, {"start": 880.49, "end": 881.03, "word": " ال", "probability": 0.355712890625}, {"start": 881.03, "end": 881.43, "word": " chromosome", "probability": 0.91455078125}, {"start": 881.43, "end": 881.95, "word": " كيف", "probability": 0.70556640625}, {"start": 881.95, "end": 882.09, "word": " بدنا", "probability": 0.806396484375}, {"start": 882.09, "end": 882.49, "word": " نمثل", "probability": 0.992431640625}, {"start": 882.49, "end": 882.83, "word": " ال", "probability": 0.7890625}, {"start": 882.83, "end": 883.19, "word": " chromosome", "probability": 0.98388671875}, {"start": 883.19, "end": 883.89, "word": " فهنقول", "probability": 0.840087890625}, {"start": 883.89, "end": 884.25, "word": " الآن", "probability": 0.719970703125}, {"start": 884.25, "end": 885.31, "word": " تمثيل", "probability": 0.9736328125}, {"start": 885.31, "end": 886.97, "word": " ال", "probability": 0.9951171875}, {"start": 886.97, "end": 887.65, "word": " ال", "probability": 0.6513671875}, {"start": 887.65, "end": 888.13, "word": " unit", "probability": 0.4501953125}, {"start": 888.13, "end": 888.73, "word": " الأولى", "probability": 0.9541015625}, {"start": 888.73, "end": 889.31, "word": " كيف", "probability": 0.944580078125}, {"start": 889.31, "end": 889.59, "word": " بقدر", "probability": 0.9861653645833334}, {"start": 889.59, "end": 890.09, "word": " أمثلها", "probability": 0.850634765625}, {"start": 890.09, "end": 890.37, "word": " ال", "probability": 0.98974609375}, {"start": 890.37, "end": 890.65, "word": " unit", "probability": 0.95458984375}, {"start": 890.65, "end": 891.21, "word": " الأولى", "probability": 0.984375}, {"start": 891.21, "end": 891.47, "word": " ال", "probability": 0.890625}, {"start": 891.47, "end": 891.65, "word": " unit", "probability": 0.9755859375}, {"start": 891.65, "end": 891.97, "word": " الأولى", "probability": 0.9886067708333334}, {"start": 891.97, "end": 892.37, "word": " إما", "probability": 0.84423828125}, {"start": 892.37, "end": 893.25, "word": " أنه", "probability": 0.74072265625}, {"start": 893.25, "end": 893.95, "word": " أطلعها", "probability": 0.92470703125}, {"start": 893.95, "end": 894.27, "word": " خارج", "probability": 0.9944661458333334}, {"start": 894.27, "end": 895.23, "word": " الخدمة", "probability": 0.98388671875}, {"start": 895.23, "end": 895.69, "word": " في", "probability": 0.94189453125}, {"start": 895.69, "end": 896.53, "word": " ال", "probability": 0.9814453125}, {"start": 896.53, "end": 896.97, "word": " interval", "probability": 0.97412109375}, {"start": 896.97, "end": 897.33, "word": " الأولى", "probability": 0.9869791666666666}, {"start": 897.33, "end": 897.43, "word": " و", "probability": 0.51513671875}, {"start": 897.43, "end": 897.89, "word": " التانية", "probability": 0.9464518229166666}, {"start": 897.89, "end": 898.41, "word": " لأنها", "probability": 0.611328125}, {"start": 898.41, "end": 898.77, "word": " محتاجة", "probability": 0.9761962890625}, {"start": 898.77, "end": 898.85, "word": " ال", "probability": 0.33642578125}, {"start": 898.85, "end": 898.91, "word": " two", "probability": 0.93798828125}, {"start": 898.91, "end": 899.37, "word": " intervals", "probability": 0.89697265625}, {"start": 899.37, "end": 899.77, "word": " فممكن", "probability": 0.91015625}, {"start": 899.77, "end": 899.97, "word": " ال", "probability": 0.89794921875}, {"start": 899.97, "end": 900.09, "word": " two", "probability": 0.95263671875}, {"start": 900.09, "end": 900.41, "word": " intervals", "probability": 0.92138671875}, {"start": 900.41, "end": 900.79, "word": " هدول", "probability": 0.921875}, {"start": 900.79, "end": 902.13, "word": " أو", "probability": 0.76953125}, {"start": 902.13, "end": 903.01, "word": " التانية", "probability": 0.96728515625}, {"start": 903.01, "end": 903.11, "word": " و", "probability": 0.921875}, {"start": 903.11, "end": 903.57, "word": " التالتة", "probability": 0.9718017578125}], "temperature": 1.0}, {"id": 42, "seek": 91361, "start": 904.55, "end": 913.61, "text": "أو التالتة والربعة بهذا الشكل بنقدر نقول انه كل ال possibilities بتاعتها هي كالتالي يا اما", "tokens": [10721, 2407, 16712, 6027, 2655, 3660, 16070, 25513, 27884, 39627, 15730, 25124, 28820, 44945, 28543, 2288, 8717, 39648, 16472, 3224, 28242, 2423, 12178, 39894, 995, 34268, 11296, 39896, 9122, 6027, 2655, 6027, 1829, 35186, 1975, 15042], "avg_logprob": -0.17219172941671834, "compression_ratio": 1.345132743362832, "no_speech_prob": 0.0, "words": [{"start": 904.55, "end": 904.93, "word": "أو", "probability": 0.88232421875}, {"start": 904.93, "end": 905.47, "word": " التالتة", "probability": 0.8924560546875}, {"start": 905.47, "end": 905.93, "word": " والربعة", "probability": 0.7682291666666666}, {"start": 905.93, "end": 907.05, "word": " بهذا", "probability": 0.81396484375}, {"start": 907.05, "end": 907.43, "word": " الشكل", "probability": 0.990478515625}, {"start": 907.43, "end": 908.19, "word": " بنقدر", "probability": 0.8590494791666666}, {"start": 908.19, "end": 908.77, "word": " نقول", "probability": 0.893310546875}, {"start": 908.77, "end": 909.11, "word": " انه", "probability": 0.67138671875}, {"start": 909.11, "end": 909.83, "word": " كل", "probability": 0.94384765625}, {"start": 909.83, "end": 909.97, "word": " ال", "probability": 0.826171875}, {"start": 909.97, "end": 910.59, "word": " possibilities", "probability": 0.95947265625}, {"start": 910.59, "end": 911.31, "word": " بتاعتها", "probability": 0.9501953125}, {"start": 911.31, "end": 911.73, "word": " هي", "probability": 0.83837890625}, {"start": 911.73, "end": 912.67, "word": " كالتالي", "probability": 0.92548828125}, {"start": 912.67, "end": 913.31, "word": " يا", "probability": 0.57470703125}, {"start": 913.31, "end": 913.61, "word": " اما", "probability": 0.7078857421875}], "temperature": 1.0}, {"id": 43, "seek": 94412, "start": 914.62, "end": 944.12, "text": "رايحة للصيانة في الـ interval الأولى والتانية وشغالة في التالتة والرابعة فهذا جدول الصيانة يعني الواحد ان والله ال .. ال .. ال .. ال binary one معناته ان هي في الصيانة كويسة او الصيانة بتاعتها في اتنين و تلاتة او الصيانة بتاعتها في اربع .. في تلاتة واربعة ونفس الكلام للوحدة التانية نفس الفكرة فهذه هي ال possibilities الممكنة ل .. ل .. لأول متغير من المتغيرات بتاعتنا اللي هي ال unit one", "tokens": [23557, 1829, 5016, 3660, 24976, 9381, 1829, 7649, 3660, 8978, 2423, 39184, 15035, 16247, 12610, 7578, 16070, 2655, 7649, 10632, 4032, 8592, 17082, 6027, 3660, 8978, 16712, 6027, 2655, 3660, 16070, 2288, 16758, 27884, 6156, 3224, 15730, 10874, 3215, 12610, 31767, 1829, 7649, 3660, 37495, 22653, 2423, 14407, 24401, 16472, 16070, 43761, 2423, 4386, 2423, 4386, 2423, 4386, 2423, 17434, 472, 20449, 8315, 47395, 16472, 39896, 8978, 31767, 1829, 7649, 3660, 9122, 45865, 3794, 3660, 1975, 2407, 31767, 1829, 7649, 3660, 39894, 995, 34268, 11296, 8978, 1975, 2655, 1863, 9957, 4032, 6055, 1211, 9307, 3660, 1975, 2407, 31767, 1829, 7649, 3660, 39894, 995, 34268, 11296, 8978, 1975, 25513, 3615, 4386, 8978, 6055, 1211, 9307, 3660, 4032, 9640, 3555, 27884, 4032, 1863, 36178, 2423, 28820, 10943, 24976, 2407, 24401, 3660, 16712, 7649, 10632, 8717, 36178, 27188, 4117, 25720, 6156, 3224, 24192, 39896, 2423, 12178, 9673, 43020, 3660, 5296, 4386, 5296, 4386, 5296, 10721, 12610, 44650, 17082, 13546, 9154, 9673, 2655, 17082, 13546, 9307, 39894, 995, 34268, 8315, 13672, 1829, 39896, 2423, 4985, 472], "avg_logprob": -0.15904985170143876, "compression_ratio": 2.216949152542373, "no_speech_prob": 0.3154296875, "words": [{"start": 914.62, "end": 915.06, "word": "رايحة", "probability": 0.687255859375}, {"start": 915.06, "end": 915.64, "word": " للصيانة", "probability": 0.9521484375}, {"start": 915.64, "end": 915.8, "word": " في", "probability": 0.8349609375}, {"start": 915.8, "end": 915.92, "word": " الـ", "probability": 0.676513671875}, {"start": 915.92, "end": 916.18, "word": " interval", "probability": 0.37109375}, {"start": 916.18, "end": 916.7, "word": " الأولى", "probability": 0.9415690104166666}, {"start": 916.7, "end": 917.56, "word": " والتانية", "probability": 0.8848876953125}, {"start": 917.56, "end": 919.0, "word": " وشغالة", "probability": 0.913671875}, {"start": 919.0, "end": 919.1, "word": " في", "probability": 0.95361328125}, {"start": 919.1, "end": 919.4, "word": " التالتة", "probability": 0.780029296875}, {"start": 919.4, "end": 919.84, "word": " والرابعة", "probability": 0.8487548828125}, {"start": 919.84, "end": 920.44, "word": " فهذا", "probability": 0.8361002604166666}, {"start": 920.44, "end": 920.74, "word": " جدول", "probability": 0.88134765625}, {"start": 920.74, "end": 921.34, "word": " الصيانة", "probability": 0.9151611328125}, {"start": 921.34, "end": 921.7, "word": " يعني", "probability": 0.865234375}, {"start": 921.7, "end": 922.08, "word": " الواحد", "probability": 0.9314778645833334}, {"start": 922.08, "end": 922.24, "word": " ان", "probability": 0.38330078125}, {"start": 922.24, "end": 922.5, "word": " والله", "probability": 0.6689453125}, {"start": 922.5, "end": 922.7, "word": " ال", "probability": 0.81787109375}, {"start": 922.7, "end": 922.7, "word": " ..", "probability": 0.292236328125}, {"start": 922.7, "end": 923.06, "word": " ال", "probability": 0.7255859375}, {"start": 923.06, "end": 923.3, "word": " ..", "probability": 0.75927734375}, {"start": 923.3, "end": 924.12, "word": " ال", "probability": 0.9814453125}, {"start": 924.12, "end": 924.12, "word": " ..", "probability": 0.66259765625}, {"start": 924.12, "end": 925.54, "word": " ال", "probability": 0.9833984375}, {"start": 925.54, "end": 925.88, "word": " binary", "probability": 0.436767578125}, {"start": 925.88, "end": 926.24, "word": " one", "probability": 0.7861328125}, {"start": 926.24, "end": 926.72, "word": " معناته", "probability": 0.9459635416666666}, {"start": 926.72, "end": 926.82, "word": " ان", "probability": 0.58935546875}, {"start": 926.82, "end": 926.96, "word": " هي", "probability": 0.64013671875}, {"start": 926.96, "end": 927.1, "word": " في", "probability": 0.96435546875}, {"start": 927.1, "end": 928.0, "word": " الصيانة", "probability": 0.989013671875}, {"start": 928.0, "end": 928.56, "word": " كويسة", "probability": 0.781005859375}, {"start": 928.56, "end": 929.54, "word": " او", "probability": 0.755615234375}, {"start": 929.54, "end": 930.26, "word": " الصيانة", "probability": 0.9678955078125}, {"start": 930.26, "end": 930.58, "word": " بتاعتها", "probability": 0.9515380859375}, {"start": 930.58, "end": 930.7, "word": " في", "probability": 0.96630859375}, {"start": 930.7, "end": 931.18, "word": " اتنين", "probability": 0.8956298828125}, {"start": 931.18, "end": 931.44, "word": " و", "probability": 0.6328125}, {"start": 931.44, "end": 931.9, "word": " تلاتة", "probability": 0.8765869140625}, {"start": 931.9, "end": 932.18, "word": " او", "probability": 0.905517578125}, {"start": 932.18, "end": 932.5, "word": " الصيانة", "probability": 0.9600830078125}, {"start": 932.5, "end": 932.76, "word": " بتاعتها", "probability": 0.9688720703125}, {"start": 932.76, "end": 932.88, "word": " في", "probability": 0.95751953125}, {"start": 932.88, "end": 933.2, "word": " اربع", "probability": 0.828125}, {"start": 933.2, "end": 933.28, "word": " ..", "probability": 0.75390625}, {"start": 933.28, "end": 933.32, "word": " في", "probability": 0.47509765625}, {"start": 933.32, "end": 933.86, "word": " تلاتة", "probability": 0.9486083984375}, {"start": 933.86, "end": 934.28, "word": " واربعة", "probability": 0.8692626953125}, {"start": 934.28, "end": 934.74, "word": " ونفس", "probability": 0.8660481770833334}, {"start": 934.74, "end": 935.06, "word": " الكلام", "probability": 0.9806315104166666}, {"start": 935.06, "end": 935.56, "word": " للوحدة", "probability": 0.92919921875}, {"start": 935.56, "end": 936.16, "word": " التانية", "probability": 0.98974609375}, {"start": 936.16, "end": 936.66, "word": " نفس", "probability": 0.8974609375}, {"start": 936.66, "end": 937.04, "word": " الفكرة", "probability": 0.99169921875}, {"start": 937.04, "end": 937.64, "word": " فهذه", "probability": 0.9617513020833334}, {"start": 937.64, "end": 937.86, "word": " هي", "probability": 0.8583984375}, {"start": 937.86, "end": 937.94, "word": " ال", "probability": 0.86328125}, {"start": 937.94, "end": 938.44, "word": " possibilities", "probability": 0.96923828125}, {"start": 938.44, "end": 939.6, "word": " الممكنة", "probability": 0.9602864583333334}, {"start": 939.6, "end": 939.86, "word": " ل", "probability": 0.7783203125}, {"start": 939.86, "end": 940.26, "word": " ..", "probability": 0.51806640625}, {"start": 940.26, "end": 940.88, "word": " ل", "probability": 0.595703125}, {"start": 940.88, "end": 940.88, "word": " ..", "probability": 0.806640625}, {"start": 940.88, "end": 941.5, "word": " لأول", "probability": 0.94677734375}, {"start": 941.5, "end": 942.24, "word": " متغير", "probability": 0.98583984375}, {"start": 942.24, "end": 942.38, "word": " من", "probability": 0.98828125}, {"start": 942.38, "end": 942.88, "word": " المتغيرات", "probability": 0.98916015625}, {"start": 942.88, "end": 943.16, "word": " بتاعتنا", "probability": 0.958740234375}, {"start": 943.16, "end": 943.26, "word": " اللي", "probability": 0.91259765625}, {"start": 943.26, "end": 943.38, "word": " هي", "probability": 0.94580078125}, {"start": 943.38, "end": 943.5, "word": " ال", "probability": 0.81689453125}, {"start": 943.5, "end": 943.72, "word": " unit", "probability": 0.97509765625}, {"start": 943.72, "end": 944.12, "word": " one", "probability": 0.85302734375}], "temperature": 1.0}, {"id": 44, "seek": 95989, "start": 944.71, "end": 959.89, "text": "تمام ال unit one و two كمان ال unit تلاتة وهذا يتفق مع تلاتة أربعة خمسة ستة سبعة ليش لأنهم محتاجين interval واحدة فإذا ال interval أما تكون الأولى أو التانية أو التارتة أو الرابعة أي واحدة منهم نفس الكلام ينطبق على كله على الكل هذا", "tokens": [39237, 10943, 2423, 4985, 472, 4032, 732, 9122, 2304, 7649, 2423, 4985, 6055, 1211, 9307, 3660, 37037, 15730, 7251, 2655, 5172, 4587, 20449, 6055, 1211, 9307, 3660, 5551, 25513, 27884, 16490, 2304, 3794, 3660, 8608, 2655, 3660, 8608, 3555, 27884, 32239, 8592, 5296, 33456, 16095, 3714, 33753, 26108, 9957, 15035, 36764, 24401, 3660, 6156, 28814, 15730, 2423, 15035, 5551, 15042, 6055, 30544, 16247, 12610, 7578, 34051, 16712, 7649, 10632, 34051, 16712, 9640, 2655, 3660, 34051, 34892, 16758, 27884, 36632, 36764, 24401, 3660, 9154, 16095, 8717, 36178, 2423, 28820, 10943, 7251, 1863, 9566, 3555, 4587, 15844, 28242, 3224, 15844, 2423, 28820, 23758], "avg_logprob": -0.14185049034216823, "compression_ratio": 1.8605769230769231, "no_speech_prob": 9.655952453613281e-06, "words": [{"start": 944.71, "end": 945.09, "word": "تمام", "probability": 0.6209716796875}, {"start": 945.09, "end": 945.27, "word": " ال", "probability": 0.94580078125}, {"start": 945.27, "end": 945.69, "word": " unit", "probability": 0.96240234375}, {"start": 945.69, "end": 946.05, "word": " one", "probability": 0.49365234375}, {"start": 946.05, "end": 946.19, "word": " و", "probability": 0.798828125}, {"start": 946.19, "end": 946.31, "word": " two", "probability": 0.82763671875}, {"start": 946.31, "end": 946.67, "word": " كمان", "probability": 0.96337890625}, {"start": 946.67, "end": 947.21, "word": " ال", "probability": 0.80615234375}, {"start": 947.21, "end": 947.55, "word": " unit", "probability": 0.9892578125}, {"start": 947.55, "end": 948.25, "word": " تلاتة", "probability": 0.9432373046875}, {"start": 948.25, "end": 948.57, "word": " وهذا", "probability": 0.834228515625}, {"start": 948.57, "end": 948.95, "word": " يتفق", "probability": 0.97314453125}, {"start": 948.95, "end": 949.11, "word": " مع", "probability": 0.9560546875}, {"start": 949.11, "end": 949.47, "word": " تلاتة", "probability": 0.9376220703125}, {"start": 949.47, "end": 949.69, "word": " أربعة", "probability": 0.7242838541666666}, {"start": 949.69, "end": 949.97, "word": " خمسة", "probability": 0.896240234375}, {"start": 949.97, "end": 950.21, "word": " ستة", "probability": 0.92236328125}, {"start": 950.21, "end": 950.53, "word": " سبعة", "probability": 0.8619791666666666}, {"start": 950.53, "end": 951.17, "word": " ليش", "probability": 0.635986328125}, {"start": 951.17, "end": 951.41, "word": " لأنهم", "probability": 0.6561686197916666}, {"start": 951.41, "end": 951.79, "word": " محتاجين", "probability": 0.990478515625}, {"start": 951.79, "end": 952.15, "word": " interval", "probability": 0.75439453125}, {"start": 952.15, "end": 952.47, "word": " واحدة", "probability": 0.9666341145833334}, {"start": 952.47, "end": 952.71, "word": " فإذا", "probability": 0.8818359375}, {"start": 952.71, "end": 952.81, "word": " ال", "probability": 0.96728515625}, {"start": 952.81, "end": 953.13, "word": " interval", "probability": 0.95556640625}, {"start": 953.13, "end": 953.37, "word": " أما", "probability": 0.66943359375}, {"start": 953.37, "end": 953.63, "word": " تكون", "probability": 0.978759765625}, {"start": 953.63, "end": 954.07, "word": " الأولى", "probability": 0.9490559895833334}, {"start": 954.07, "end": 954.29, "word": " أو", "probability": 0.970703125}, {"start": 954.29, "end": 954.69, "word": " التانية", "probability": 0.90087890625}, {"start": 954.69, "end": 954.85, "word": " أو", "probability": 0.96240234375}, {"start": 954.85, "end": 955.17, "word": " التارتة", "probability": 0.7998046875}, {"start": 955.17, "end": 955.25, "word": " أو", "probability": 0.93115234375}, {"start": 955.25, "end": 955.81, "word": " الرابعة", "probability": 0.9222005208333334}, {"start": 955.81, "end": 956.31, "word": " أي", "probability": 0.6474609375}, {"start": 956.31, "end": 956.57, "word": " واحدة", "probability": 0.9879557291666666}, {"start": 956.57, "end": 956.83, "word": " منهم", "probability": 0.990966796875}, {"start": 956.83, "end": 957.23, "word": " نفس", "probability": 0.97802734375}, {"start": 957.23, "end": 957.53, "word": " الكلام", "probability": 0.9658203125}, {"start": 957.53, "end": 957.85, "word": " ينطبق", "probability": 0.9033203125}, {"start": 957.85, "end": 957.97, "word": " على", "probability": 0.97119140625}, {"start": 957.97, "end": 958.39, "word": " كله", "probability": 0.9677734375}, {"start": 958.39, "end": 958.69, "word": " على", "probability": 0.87939453125}, {"start": 958.69, "end": 959.11, "word": " الكل", "probability": 0.9140625}, {"start": 959.11, "end": 959.89, "word": " هذا", "probability": 0.951171875}], "temperature": 1.0}, {"id": 45, "seek": 98906, "start": 961.64, "end": 989.06, "text": "لكل variable لكل variable لحاله طيب المرة اللي فاتت لما كنا بنتكلم عندي multivariable كان عندي X و Y كنا بناخد X جديش كيف بقدر امثله ال binary و Y جديش كيف بقدر امثله ال binary وحطناهم جانب بعض في chromosome واحد لأن هذا ال chromosome الواحد المفروض الحل لكل المتغيرات أنا باخدش متغير متغير للكل كامل على بعضه فإذا ممكن ناخد مثلا من ال unit الأولى ناخد هذا الحل", "tokens": [1211, 28820, 7006, 5296, 28820, 7006, 5296, 5016, 6027, 3224, 23032, 1829, 3555, 9673, 25720, 13672, 1829, 6156, 9307, 2655, 5296, 15042, 9122, 8315, 44945, 2655, 4117, 19528, 18871, 16254, 2120, 592, 3504, 712, 25961, 18871, 16254, 1783, 4032, 398, 9122, 8315, 44945, 47283, 3215, 1783, 10874, 16254, 8592, 9122, 33911, 4724, 28543, 2288, 1975, 2304, 12984, 43761, 2423, 17434, 4032, 398, 10874, 16254, 8592, 9122, 33911, 4724, 28543, 2288, 1975, 2304, 12984, 43761, 2423, 17434, 4032, 5016, 9566, 8315, 16095, 10874, 7649, 3555, 45030, 11242, 8978, 42896, 36764, 24401, 5296, 33456, 23758, 2423, 42896, 2423, 14407, 24401, 9673, 5172, 32887, 11242, 21542, 1211, 5296, 28820, 9673, 2655, 17082, 13546, 9307, 41850, 4724, 47283, 3215, 8592, 44650, 17082, 13546, 44650, 17082, 13546, 5296, 23275, 1211, 9122, 10943, 1211, 15844, 45030, 11242, 3224, 6156, 28814, 15730, 3714, 43020, 8717, 47283, 3215, 50113, 15040, 9154, 2423, 4985, 16247, 12610, 7578, 8717, 47283, 3215, 23758, 21542, 1211], "avg_logprob": -0.13064516359759915, "compression_ratio": 2.078291814946619, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 961.6400000000001, "end": 962.32, "word": "لكل", "probability": 0.80126953125}, {"start": 962.32, "end": 963.0, "word": " variable", "probability": 0.7958984375}, {"start": 963.0, "end": 963.56, "word": " لكل", "probability": 0.84228515625}, {"start": 963.56, "end": 963.86, "word": " variable", "probability": 0.91552734375}, {"start": 963.86, "end": 964.38, "word": " لحاله", "probability": 0.877197265625}, {"start": 964.38, "end": 964.94, "word": " طيب", "probability": 0.8826497395833334}, {"start": 964.94, "end": 965.32, "word": " المرة", "probability": 0.93310546875}, {"start": 965.32, "end": 965.46, "word": " اللي", "probability": 0.86572265625}, {"start": 965.46, "end": 965.94, "word": " فاتت", "probability": 0.9915364583333334}, {"start": 965.94, "end": 966.24, "word": " لما", "probability": 0.89111328125}, {"start": 966.24, "end": 966.42, "word": " كنا", "probability": 0.96728515625}, {"start": 966.42, "end": 966.88, "word": " بنتكلم", "probability": 0.8876953125}, {"start": 966.88, "end": 967.3, "word": " عندي", "probability": 0.77587890625}, {"start": 967.3, "end": 967.94, "word": " multivariable", "probability": 0.79962158203125}, {"start": 967.94, "end": 968.08, "word": " كان", "probability": 0.393310546875}, {"start": 968.08, "end": 968.26, "word": " عندي", "probability": 0.81884765625}, {"start": 968.26, "end": 968.44, "word": " X", "probability": 0.583984375}, {"start": 968.44, "end": 968.6, "word": " و", "probability": 0.9609375}, {"start": 968.6, "end": 968.82, "word": " Y", "probability": 0.51611328125}, {"start": 968.82, "end": 969.86, "word": " كنا", "probability": 0.92822265625}, {"start": 969.86, "end": 970.16, "word": " بناخد", "probability": 0.9571940104166666}, {"start": 970.16, "end": 970.5, "word": " X", "probability": 0.95556640625}, {"start": 970.5, "end": 971.16, "word": " جديش", "probability": 0.781494140625}, {"start": 971.16, "end": 971.32, "word": " كيف", "probability": 0.930908203125}, {"start": 971.32, "end": 971.58, "word": " بقدر", "probability": 0.9130859375}, {"start": 971.58, "end": 972.04, "word": " امثله", "probability": 0.861083984375}, {"start": 972.04, "end": 972.44, "word": " ال", "probability": 0.82763671875}, {"start": 972.44, "end": 972.8, "word": " binary", "probability": 0.86572265625}, {"start": 972.8, "end": 973.18, "word": " و", "probability": 0.916015625}, {"start": 973.18, "end": 973.3, "word": " Y", "probability": 0.84033203125}, {"start": 973.3, "end": 973.58, "word": " جديش", "probability": 0.9207356770833334}, {"start": 973.58, "end": 973.66, "word": " كيف", "probability": 0.91552734375}, {"start": 973.66, "end": 973.8, "word": " بقدر", "probability": 0.9596354166666666}, {"start": 973.8, "end": 974.06, "word": " امثله", "probability": 0.9749755859375}, {"start": 974.06, "end": 974.12, "word": " ال", "probability": 0.95263671875}, {"start": 974.12, "end": 974.28, "word": " binary", "probability": 0.90966796875}, {"start": 974.28, "end": 974.76, "word": " وحطناهم", "probability": 0.766650390625}, {"start": 974.76, "end": 975.0, "word": " جانب", "probability": 0.71923828125}, {"start": 975.0, "end": 975.26, "word": " بعض", "probability": 0.9921875}, {"start": 975.26, "end": 975.92, "word": " في", "probability": 0.81494140625}, {"start": 975.92, "end": 976.36, "word": " chromosome", "probability": 0.75146484375}, {"start": 976.36, "end": 977.4, "word": " واحد", "probability": 0.939697265625}, {"start": 977.4, "end": 977.72, "word": " لأن", "probability": 0.795166015625}, {"start": 977.72, "end": 977.88, "word": " هذا", "probability": 0.6279296875}, {"start": 977.88, "end": 978.0, "word": " ال", "probability": 0.82568359375}, {"start": 978.0, "end": 978.28, "word": " chromosome", "probability": 0.9794921875}, {"start": 978.28, "end": 978.56, "word": " الواحد", "probability": 0.9549153645833334}, {"start": 978.56, "end": 978.86, "word": " المفروض", "probability": 0.9859619140625}, {"start": 978.86, "end": 979.24, "word": " الحل", "probability": 0.921142578125}, {"start": 979.24, "end": 979.96, "word": " لكل", "probability": 0.974853515625}, {"start": 979.96, "end": 980.64, "word": " المتغيرات", "probability": 0.99423828125}, {"start": 980.64, "end": 980.78, "word": " أنا", "probability": 0.5947265625}, {"start": 980.78, "end": 981.04, "word": " باخدش", "probability": 0.838623046875}, {"start": 981.04, "end": 981.3, "word": " متغير", "probability": 0.9820963541666666}, {"start": 981.3, "end": 981.74, "word": " متغير", "probability": 0.9886067708333334}, {"start": 981.74, "end": 982.7, "word": " للكل", "probability": 0.8347981770833334}, {"start": 982.7, "end": 983.14, "word": " كامل", "probability": 0.9622395833333334}, {"start": 983.14, "end": 983.28, "word": " على", "probability": 0.8505859375}, {"start": 983.28, "end": 983.78, "word": " بعضه", "probability": 0.9886067708333334}, {"start": 983.78, "end": 984.24, "word": " فإذا", "probability": 0.8893229166666666}, {"start": 984.24, "end": 985.02, "word": " ممكن", "probability": 0.98681640625}, {"start": 985.02, "end": 985.36, "word": " ناخد", "probability": 0.9969075520833334}, {"start": 985.36, "end": 985.74, "word": " مثلا", "probability": 0.959716796875}, {"start": 985.74, "end": 986.86, "word": " من", "probability": 0.98681640625}, {"start": 986.86, "end": 987.08, "word": " ال", "probability": 0.9296875}, {"start": 987.08, "end": 987.26, "word": " unit", "probability": 0.6240234375}, {"start": 987.26, "end": 987.78, "word": " الأولى", "probability": 0.9397786458333334}, {"start": 987.78, "end": 988.36, "word": " ناخد", "probability": 0.9754231770833334}, {"start": 988.36, "end": 988.7, "word": " هذا", "probability": 0.9716796875}, {"start": 988.7, "end": 989.06, "word": " الحل", "probability": 0.99072265625}], "temperature": 1.0}, {"id": 46, "seek": 101775, "start": 989.97, "end": 1017.75, "text": "طبعا random ليه؟ أنا ماعنديش الحقيقة .. رؤية واضحة أنه أنه الصح وإلا ليش أعمل genetic algorithm أصلا ف random ليه؟ بشكل random ليه؟ ممكن ناخد الأولى ناخد هنا التالتة مثلا هنا التالتة ماخد ناخد بالنسبة لها رقم تلاتة الرابعة هنا الأولى التانية", "tokens": [9566, 3555, 3615, 995, 4974, 32239, 3224, 22807, 41850, 19446, 3615, 1863, 16254, 8592, 21542, 38436, 28671, 4386, 12602, 33604, 10632, 4032, 46958, 5016, 3660, 14739, 3224, 14739, 3224, 31767, 5016, 4032, 28814, 15040, 32239, 8592, 5551, 25957, 1211, 12462, 9284, 5551, 9381, 15040, 6156, 4974, 32239, 3224, 22807, 4724, 8592, 28820, 4974, 32239, 3224, 22807, 3714, 43020, 8717, 47283, 3215, 16247, 12610, 7578, 8717, 47283, 3215, 34105, 16712, 6027, 2655, 3660, 50113, 15040, 34105, 16712, 6027, 2655, 3660, 3714, 47283, 3215, 8717, 47283, 3215, 20666, 1863, 35457, 3660, 5296, 11296, 12602, 4587, 2304, 6055, 1211, 9307, 3660, 34892, 16758, 27884, 34105, 16247, 12610, 7578, 16712, 7649, 10632], "avg_logprob": -0.1472190361504161, "compression_ratio": 1.8703703703703705, "no_speech_prob": 0.0, "words": [{"start": 989.97, "end": 990.31, "word": "طبعا", "probability": 0.9521484375}, {"start": 990.31, "end": 990.55, "word": " random", "probability": 0.26123046875}, {"start": 990.55, "end": 991.11, "word": " ليه؟", "probability": 0.8722330729166666}, {"start": 991.11, "end": 991.59, "word": " أنا", "probability": 0.321044921875}, {"start": 991.59, "end": 992.39, "word": " ماعنديش", "probability": 0.92783203125}, {"start": 992.39, "end": 992.89, "word": " الحقيقة", "probability": 0.9573567708333334}, {"start": 992.89, "end": 993.33, "word": " ..", "probability": 0.3681640625}, {"start": 993.33, "end": 993.57, "word": " رؤية", "probability": 0.96484375}, {"start": 993.57, "end": 993.89, "word": " واضحة", "probability": 0.9810791015625}, {"start": 993.89, "end": 994.11, "word": " أنه", "probability": 0.823974609375}, {"start": 994.11, "end": 994.29, "word": " أنه", "probability": 0.5384521484375}, {"start": 994.29, "end": 994.73, "word": " الصح", "probability": 0.762939453125}, {"start": 994.73, "end": 995.39, "word": " وإلا", "probability": 0.86376953125}, {"start": 995.39, "end": 995.67, "word": " ليش", "probability": 0.975830078125}, {"start": 995.67, "end": 996.21, "word": " أعمل", "probability": 0.85205078125}, {"start": 996.21, "end": 996.43, "word": " genetic", "probability": 0.85302734375}, {"start": 996.43, "end": 996.85, "word": " algorithm", "probability": 0.93701171875}, {"start": 996.85, "end": 997.23, "word": " أصلا", "probability": 0.8883463541666666}, {"start": 997.23, "end": 997.77, "word": " ف", "probability": 0.84375}, {"start": 997.77, "end": 998.31, "word": " random", "probability": 0.54833984375}, {"start": 998.31, "end": 998.55, "word": " ليه؟", "probability": 0.7794596354166666}, {"start": 998.55, "end": 998.71, "word": " بشكل", "probability": 0.7894694010416666}, {"start": 998.71, "end": 998.87, "word": " random", "probability": 0.92431640625}, {"start": 998.87, "end": 999.07, "word": " ليه؟", "probability": 0.8961588541666666}, {"start": 999.07, "end": 999.19, "word": " ممكن", "probability": 0.962890625}, {"start": 999.19, "end": 999.47, "word": " ناخد", "probability": 0.9900716145833334}, {"start": 999.47, "end": 999.97, "word": " الأولى", "probability": 0.9845377604166666}, {"start": 999.97, "end": 1000.69, "word": " ناخد", "probability": 0.7538248697916666}, {"start": 1000.69, "end": 1000.89, "word": " هنا", "probability": 0.9599609375}, {"start": 1000.89, "end": 1002.43, "word": " التالتة", "probability": 0.8868408203125}, {"start": 1002.43, "end": 1003.89, "word": " مثلا", "probability": 0.97119140625}, {"start": 1003.89, "end": 1004.91, "word": " هنا", "probability": 0.810546875}, {"start": 1004.91, "end": 1005.55, "word": " التالتة", "probability": 0.9371337890625}, {"start": 1005.55, "end": 1006.09, "word": " ماخد", "probability": 0.9501953125}, {"start": 1006.09, "end": 1009.35, "word": " ناخد", "probability": 0.9796549479166666}, {"start": 1009.35, "end": 1011.53, "word": " بالنسبة", "probability": 0.9669189453125}, {"start": 1011.53, "end": 1011.69, "word": " لها", "probability": 0.812255859375}, {"start": 1011.69, "end": 1011.93, "word": " رقم", "probability": 0.9607747395833334}, {"start": 1011.93, "end": 1012.51, "word": " تلاتة", "probability": 0.918701171875}, {"start": 1012.51, "end": 1013.39, "word": " الرابعة", "probability": 0.9322916666666666}, {"start": 1013.39, "end": 1014.77, "word": " هنا", "probability": 0.9638671875}, {"start": 1014.77, "end": 1016.11, "word": " الأولى", "probability": 0.974609375}, {"start": 1016.11, "end": 1017.75, "word": " التانية", "probability": 0.9453125}], "temperature": 1.0}, {"id": 47, "seek": 103932, "start": 1019.68, "end": 1039.32, "text": "التالتة ثم الأولى بشكل Randomly يعني يعني هنا مادججوش كتير أنه والله تحاولوا تشتهدوا فيها كتير بشكل Randomly وخليها تطلع زي ما تطلع فهدولة بنحطهم هيك Sequence ورا بعض بحيث أن ال unit و الولد تاني التالتة الرابعة الخمسة السادسة السابعة هيك ال sequence كله على بعض وصار كرومزوم حل ممكن", "tokens": [6027, 2655, 6027, 2655, 3660, 38637, 2304, 16247, 12610, 7578, 4724, 8592, 28820, 37603, 356, 37495, 22653, 37495, 22653, 34105, 3714, 18513, 7435, 7435, 2407, 8592, 9122, 2655, 13546, 14739, 3224, 16070, 43761, 6055, 5016, 995, 12610, 14407, 6055, 8592, 47395, 3215, 14407, 8978, 11296, 9122, 2655, 13546, 4724, 8592, 28820, 37603, 356, 4032, 9778, 20292, 11296, 6055, 9566, 1211, 3615, 30767, 1829, 19446, 6055, 9566, 1211, 3615, 6156, 3224, 3215, 12610, 3660, 44945, 5016, 9566, 16095, 39896, 4117, 46859, 655, 4032, 23557, 45030, 11242, 4724, 5016, 1829, 12984, 14739, 2423, 4985, 4032, 2423, 12610, 3215, 6055, 7649, 1829, 16712, 6027, 2655, 3660, 34892, 16758, 27884, 33962, 2304, 3794, 3660, 21136, 18513, 3794, 3660, 21136, 16758, 27884, 39896, 4117, 2423, 8310, 28242, 3224, 15844, 45030, 11242, 4032, 9381, 9640, 9122, 2288, 20498, 11622, 20498, 11331, 1211, 3714, 43020], "avg_logprob": -0.18986060507863545, "compression_ratio": 1.8532818532818534, "no_speech_prob": 2.8014183044433594e-06, "words": [{"start": 1019.68, "end": 1020.28, "word": "التالتة", "probability": 0.86650390625}, {"start": 1020.28, "end": 1020.88, "word": " ثم", "probability": 0.96826171875}, {"start": 1020.88, "end": 1021.76, "word": " الأولى", "probability": 0.8474934895833334}, {"start": 1021.76, "end": 1023.0, "word": " بشكل", "probability": 0.9148763020833334}, {"start": 1023.0, "end": 1023.4, "word": " Randomly", "probability": 0.51080322265625}, {"start": 1023.4, "end": 1023.9, "word": " يعني", "probability": 0.766357421875}, {"start": 1023.9, "end": 1024.4, "word": " يعني", "probability": 0.5921630859375}, {"start": 1024.4, "end": 1024.56, "word": " هنا", "probability": 0.876953125}, {"start": 1024.56, "end": 1025.06, "word": " مادججوش", "probability": 0.7408040364583334}, {"start": 1025.06, "end": 1025.34, "word": " كتير", "probability": 0.9832356770833334}, {"start": 1025.34, "end": 1025.52, "word": " أنه", "probability": 0.3892822265625}, {"start": 1025.52, "end": 1025.8, "word": " والله", "probability": 0.7288818359375}, {"start": 1025.8, "end": 1026.44, "word": " تحاولوا", "probability": 0.94013671875}, {"start": 1026.44, "end": 1026.84, "word": " تشتهدوا", "probability": 0.94326171875}, {"start": 1026.84, "end": 1027.02, "word": " فيها", "probability": 0.963623046875}, {"start": 1027.02, "end": 1027.28, "word": " كتير", "probability": 0.9866536458333334}, {"start": 1027.28, "end": 1028.14, "word": " بشكل", "probability": 0.9586588541666666}, {"start": 1028.14, "end": 1028.6, "word": " Randomly", "probability": 0.907470703125}, {"start": 1028.6, "end": 1028.98, "word": " وخليها", "probability": 0.8441162109375}, {"start": 1028.98, "end": 1029.38, "word": " تطلع", "probability": 0.9930419921875}, {"start": 1029.38, "end": 1029.84, "word": " زي", "probability": 0.97705078125}, {"start": 1029.84, "end": 1029.9, "word": " ما", "probability": 0.9091796875}, {"start": 1029.9, "end": 1030.26, "word": " تطلع", "probability": 0.9915771484375}, {"start": 1030.26, "end": 1031.18, "word": " فهدولة", "probability": 0.915234375}, {"start": 1031.18, "end": 1031.58, "word": " بنحطهم", "probability": 0.9271240234375}, {"start": 1031.58, "end": 1031.7, "word": " هيك", "probability": 0.71630859375}, {"start": 1031.7, "end": 1032.06, "word": " Sequence", "probability": 0.7308349609375}, {"start": 1032.06, "end": 1032.26, "word": " ورا", "probability": 0.917236328125}, {"start": 1032.26, "end": 1032.44, "word": " بعض", "probability": 0.987060546875}, {"start": 1032.44, "end": 1032.72, "word": " بحيث", "probability": 0.9287109375}, {"start": 1032.72, "end": 1032.86, "word": " أن", "probability": 0.45849609375}, {"start": 1032.86, "end": 1032.98, "word": " ال", "probability": 0.64697265625}, {"start": 1032.98, "end": 1033.14, "word": " unit", "probability": 0.7666015625}, {"start": 1033.14, "end": 1033.28, "word": " و", "probability": 0.30078125}, {"start": 1033.28, "end": 1033.44, "word": " الولد", "probability": 0.779296875}, {"start": 1033.44, "end": 1033.68, "word": " تاني", "probability": 0.8528645833333334}, {"start": 1033.68, "end": 1033.98, "word": " التالتة", "probability": 0.815185546875}, {"start": 1033.98, "end": 1034.2, "word": " الرابعة", "probability": 0.8712565104166666}, {"start": 1034.2, "end": 1034.46, "word": " الخمسة", "probability": 0.8828125}, {"start": 1034.46, "end": 1034.74, "word": " السادسة", "probability": 0.84503173828125}, {"start": 1034.74, "end": 1035.16, "word": " السابعة", "probability": 0.9601236979166666}, {"start": 1035.16, "end": 1035.64, "word": " هيك", "probability": 0.9833984375}, {"start": 1035.64, "end": 1035.86, "word": " ال", "probability": 0.771484375}, {"start": 1035.86, "end": 1036.18, "word": " sequence", "probability": 0.64404296875}, {"start": 1036.18, "end": 1036.46, "word": " كله", "probability": 0.97216796875}, {"start": 1036.46, "end": 1036.6, "word": " على", "probability": 0.80908203125}, {"start": 1036.6, "end": 1036.8, "word": " بعض", "probability": 0.98876953125}, {"start": 1036.8, "end": 1037.04, "word": " وصار", "probability": 0.8229166666666666}, {"start": 1037.04, "end": 1037.82, "word": " كرومزوم", "probability": 0.6337890625}, {"start": 1037.82, "end": 1038.92, "word": " حل", "probability": 0.950439453125}, {"start": 1038.92, "end": 1039.32, "word": " ممكن", "probability": 0.987548828125}], "temperature": 1.0}, {"id": 48, "seek": 106697, "start": 1040.17, "end": 1066.97, "text": "هذا حل ممكن لكن جداش ال performance تاع الحل هذا هو هذا اللي بدنا نكمله الآن في باقي الخطوات أما مبدأيا ك chromosome لل scheduling problem بهذا الشكل بيطلع طيب ممكن أعمل احتمالات أخرى و أطلع sequence أخر أقول مثلا هذا مع .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع", "tokens": [3224, 15730, 11331, 1211, 3714, 43020, 44381, 10874, 3215, 33599, 2423, 3389, 6055, 45761, 21542, 1211, 23758, 31439, 23758, 13672, 1829, 47525, 8315, 8717, 24793, 1211, 3224, 6024, 48506, 8978, 4724, 995, 38436, 33962, 9566, 2407, 9307, 5551, 15042, 3714, 44510, 10721, 25528, 9122, 42896, 24976, 29055, 1154, 39627, 15730, 25124, 28820, 4724, 1829, 9566, 1211, 3615, 23032, 1829, 3555, 3714, 43020, 5551, 25957, 1211, 1975, 33753, 2304, 6027, 9307, 5551, 34740, 7578, 4032, 5551, 9566, 1211, 3615, 8310, 5551, 34740, 5551, 39648, 50113, 15040, 23758, 20449, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449, 29538, 4386, 20449], "avg_logprob": -0.11562500211927626, "compression_ratio": 4.352941176470588, "no_speech_prob": 0.0, "words": [{"start": 1040.17, "end": 1040.47, "word": "هذا", "probability": 0.828857421875}, {"start": 1040.47, "end": 1040.73, "word": " حل", "probability": 0.954345703125}, {"start": 1040.73, "end": 1041.19, "word": " ممكن", "probability": 0.970458984375}, {"start": 1041.19, "end": 1041.95, "word": " لكن", "probability": 0.541015625}, {"start": 1041.95, "end": 1042.83, "word": " جداش", "probability": 0.6539713541666666}, {"start": 1042.83, "end": 1043.29, "word": " ال", "probability": 0.97265625}, {"start": 1043.29, "end": 1043.89, "word": " performance", "probability": 0.93505859375}, {"start": 1043.89, "end": 1044.15, "word": " تاع", "probability": 0.5078125}, {"start": 1044.15, "end": 1044.55, "word": " الحل", "probability": 0.976806640625}, {"start": 1044.55, "end": 1044.95, "word": " هذا", "probability": 0.748046875}, {"start": 1044.95, "end": 1046.01, "word": " هو", "probability": 0.9248046875}, {"start": 1046.01, "end": 1046.19, "word": " هذا", "probability": 0.88134765625}, {"start": 1046.19, "end": 1046.29, "word": " اللي", "probability": 0.9169921875}, {"start": 1046.29, "end": 1046.53, "word": " بدنا", "probability": 0.8935546875}, {"start": 1046.53, "end": 1046.91, "word": " نكمله", "probability": 0.893310546875}, {"start": 1046.91, "end": 1047.09, "word": " الآن", "probability": 0.7047119140625}, {"start": 1047.09, "end": 1047.23, "word": " في", "probability": 0.89599609375}, {"start": 1047.23, "end": 1047.39, "word": " باقي", "probability": 0.8025716145833334}, {"start": 1047.39, "end": 1047.85, "word": " الخطوات", "probability": 0.97119140625}, {"start": 1047.85, "end": 1048.43, "word": " أما", "probability": 0.8720703125}, {"start": 1048.43, "end": 1049.01, "word": " مبدأيا", "probability": 0.8790283203125}, {"start": 1049.01, "end": 1049.35, "word": " ك", "probability": 0.94970703125}, {"start": 1049.35, "end": 1049.79, "word": " chromosome", "probability": 0.1739501953125}, {"start": 1049.79, "end": 1050.57, "word": " لل", "probability": 0.54541015625}, {"start": 1050.57, "end": 1051.15, "word": " scheduling", "probability": 0.701171875}, {"start": 1051.15, "end": 1051.73, "word": " problem", "probability": 0.9326171875}, {"start": 1051.73, "end": 1052.35, "word": " بهذا", "probability": 0.9453125}, {"start": 1052.35, "end": 1052.67, "word": " الشكل", "probability": 0.990234375}, {"start": 1052.67, "end": 1053.05, "word": " بيطلع", "probability": 0.87783203125}, {"start": 1053.05, "end": 1053.79, "word": " طيب", "probability": 0.9246419270833334}, {"start": 1053.79, "end": 1054.25, "word": " ممكن", "probability": 0.891357421875}, {"start": 1054.25, "end": 1054.53, "word": " أعمل", "probability": 0.92041015625}, {"start": 1054.53, "end": 1054.99, "word": " احتمالات", "probability": 0.9787109375}, {"start": 1054.99, "end": 1055.43, "word": " أخرى", "probability": 0.9576822916666666}, {"start": 1055.43, "end": 1055.67, "word": " و", "probability": 0.97509765625}, {"start": 1055.67, "end": 1056.21, "word": " أطلع", "probability": 0.8369140625}, {"start": 1056.21, "end": 1057.03, "word": " sequence", "probability": 0.95361328125}, {"start": 1057.03, "end": 1057.47, "word": " أخر", "probability": 0.7763671875}, {"start": 1057.47, "end": 1057.81, "word": " أقول", "probability": 0.840576171875}, {"start": 1057.81, "end": 1058.13, "word": " مثلا", "probability": 0.980712890625}, {"start": 1058.13, "end": 1058.81, "word": " هذا", "probability": 0.87255859375}, {"start": 1058.81, "end": 1059.95, "word": " مع", "probability": 0.95947265625}, {"start": 1059.95, "end": 1060.13, "word": " ..", "probability": 0.27197265625}, {"start": 1060.13, "end": 1060.55, "word": " مع", "probability": 0.9482421875}, {"start": 1060.55, "end": 1060.85, "word": " هذه", "probability": 0.77880859375}, {"start": 1060.85, "end": 1061.13, "word": " ..", "probability": 0.414794921875}, {"start": 1061.13, "end": 1061.31, "word": " مع", "probability": 0.9580078125}, {"start": 1061.31, "end": 1061.63, "word": " هذه", "probability": 0.92529296875}, {"start": 1061.63, "end": 1061.73, "word": " ..", "probability": 0.92333984375}, {"start": 1061.73, "end": 1061.87, "word": " مع", "probability": 0.9619140625}, {"start": 1061.87, "end": 1062.17, "word": " هذه", "probability": 0.939453125}, {"start": 1062.17, "end": 1062.25, "word": " ..", "probability": 0.94677734375}, {"start": 1062.25, "end": 1062.33, "word": " مع", "probability": 0.951171875}, {"start": 1062.33, "end": 1062.65, "word": " هذه", "probability": 0.94580078125}, {"start": 1062.65, "end": 1062.75, "word": " ..", "probability": 0.95166015625}, {"start": 1062.75, "end": 1062.83, "word": " مع", "probability": 0.91748046875}, {"start": 1062.83, "end": 1063.17, "word": " هذه", "probability": 0.9619140625}, {"start": 1063.17, "end": 1063.25, "word": " ..", "probability": 0.9091796875}, {"start": 1063.25, "end": 1063.31, "word": " مع", "probability": 0.7958984375}, {"start": 1063.31, "end": 1063.61, "word": " هذه", "probability": 0.96337890625}, {"start": 1063.61, "end": 1064.05, "word": " ..", "probability": 0.85107421875}, {"start": 1064.05, "end": 1064.05, "word": " مع", "probability": 0.62255859375}, {"start": 1064.05, "end": 1064.05, "word": " هذه", "probability": 0.95654296875}, {"start": 1064.05, "end": 1064.05, "word": " ..", "probability": 0.87255859375}, {"start": 1064.05, "end": 1064.11, "word": " مع", "probability": 0.63916015625}, {"start": 1064.11, "end": 1064.11, "word": " هذه", "probability": 0.955078125}, {"start": 1064.11, "end": 1064.11, "word": " ..", "probability": 0.908203125}, {"start": 1064.11, "end": 1064.11, "word": " مع", "probability": 0.7080078125}, {"start": 1064.11, "end": 1064.11, "word": " هذه", "probability": 0.95849609375}, {"start": 1064.11, "end": 1064.11, "word": " ..", "probability": 0.935546875}, {"start": 1064.11, "end": 1064.11, "word": " مع", "probability": 0.76806640625}, {"start": 1064.11, "end": 1064.11, "word": " هذه", "probability": 0.9619140625}, {"start": 1064.11, "end": 1064.11, "word": " ..", "probability": 0.955078125}, {"start": 1064.11, "end": 1064.11, "word": " مع", "probability": 0.814453125}, {"start": 1064.11, "end": 1064.11, "word": " هذه", "probability": 0.966796875}, {"start": 1064.11, "end": 1064.11, "word": " ..", "probability": 0.96826171875}, {"start": 1064.11, "end": 1064.11, "word": " مع", "probability": 0.8486328125}, {"start": 1064.11, "end": 1064.11, "word": " هذه", "probability": 0.970703125}, {"start": 1064.11, "end": 1064.11, "word": " ..", "probability": 0.97705078125}, {"start": 1064.11, "end": 1064.11, "word": " مع", "probability": 0.8759765625}, {"start": 1064.11, "end": 1064.11, "word": " هذه", "probability": 0.974609375}, {"start": 1064.11, "end": 1064.11, "word": " ..", "probability": 0.98193359375}, {"start": 1064.11, "end": 1064.11, "word": " مع", "probability": 0.8935546875}, {"start": 1064.11, "end": 1064.11, "word": " هذه", "probability": 0.97802734375}, {"start": 1064.11, "end": 1064.11, "word": " ..", "probability": 0.98486328125}, {"start": 1064.11, "end": 1064.11, "word": " مع", "probability": 0.9033203125}, {"start": 1064.11, "end": 1064.11, "word": " هذه", "probability": 0.97998046875}, {"start": 1064.11, "end": 1064.11, "word": " ..", "probability": 0.98779296875}, {"start": 1064.11, "end": 1064.11, "word": " مع", "probability": 0.9091796875}, {"start": 1064.11, "end": 1064.11, "word": " هذه", "probability": 0.98193359375}, {"start": 1064.11, "end": 1064.11, "word": " ..", "probability": 0.98876953125}, {"start": 1064.11, "end": 1064.11, "word": " مع", "probability": 0.91357421875}, {"start": 1064.11, "end": 1064.11, "word": " هذه", "probability": 0.9833984375}, {"start": 1064.11, "end": 1064.11, "word": " ..", "probability": 0.98974609375}, {"start": 1064.11, "end": 1064.11, "word": " مع", "probability": 0.912109375}, {"start": 1064.11, "end": 1064.11, "word": " هذه", "probability": 0.984375}, {"start": 1064.11, "end": 1064.11, "word": " ..", "probability": 0.99072265625}, {"start": 1064.11, "end": 1064.11, "word": " مع", "probability": 0.91162109375}, {"start": 1064.11, "end": 1064.11, "word": " هذه", "probability": 0.9853515625}, {"start": 1064.11, "end": 1064.11, "word": " ..", "probability": 0.99169921875}, {"start": 1064.11, "end": 1064.11, "word": " مع", "probability": 0.90869140625}, {"start": 1064.11, "end": 1064.11, "word": " هذه", "probability": 0.986328125}, {"start": 1064.11, "end": 1064.11, "word": " ..", "probability": 0.9921875}, {"start": 1064.11, "end": 1064.11, "word": " مع", "probability": 0.90673828125}, {"start": 1064.11, "end": 1064.11, "word": " هذه", "probability": 0.98681640625}, {"start": 1064.11, "end": 1064.11, "word": " ..", "probability": 0.99267578125}, {"start": 1064.11, "end": 1064.11, "word": " مع", "probability": 0.90283203125}, {"start": 1064.11, "end": 1064.11, "word": " هذه", "probability": 0.9873046875}, {"start": 1064.11, "end": 1064.11, "word": " ..", "probability": 0.99267578125}, {"start": 1064.11, "end": 1064.15, "word": " مع", "probability": 0.90087890625}, {"start": 1064.15, "end": 1064.15, "word": " هذه", "probability": 0.98779296875}, {"start": 1064.15, "end": 1064.37, "word": " ..", "probability": 0.9931640625}, {"start": 1064.37, "end": 1064.37, "word": " مع", "probability": 0.89892578125}, {"start": 1064.37, "end": 1064.37, "word": " هذه", "probability": 0.98779296875}, {"start": 1064.37, "end": 1064.55, "word": " ..", "probability": 0.99365234375}, {"start": 1064.55, "end": 1064.55, "word": " مع", "probability": 0.896484375}, {"start": 1064.55, "end": 1064.55, "word": " هذه", "probability": 0.98828125}, {"start": 1064.55, "end": 1064.55, "word": " ..", "probability": 0.99365234375}, {"start": 1064.55, "end": 1064.55, "word": " مع", "probability": 0.890625}, {"start": 1064.55, "end": 1064.55, "word": " هذه", "probability": 0.98876953125}, {"start": 1064.55, "end": 1064.55, "word": " ..", "probability": 0.994140625}, {"start": 1064.55, "end": 1064.55, "word": " مع", "probability": 0.88671875}, {"start": 1064.55, "end": 1064.55, "word": " هذه", "probability": 0.98876953125}, {"start": 1064.55, "end": 1064.55, "word": " ..", "probability": 0.994140625}, {"start": 1064.55, "end": 1064.55, "word": " مع", "probability": 0.8837890625}, {"start": 1064.55, "end": 1064.55, "word": " هذه", "probability": 0.98876953125}, {"start": 1064.55, "end": 1064.55, "word": " ..", "probability": 0.994140625}, {"start": 1064.55, "end": 1064.55, "word": " مع", "probability": 0.8818359375}, {"start": 1064.55, "end": 1064.55, "word": " هذه", "probability": 0.98876953125}, {"start": 1064.55, "end": 1064.55, "word": " ..", "probability": 0.99462890625}, {"start": 1064.55, "end": 1064.55, "word": " مع", "probability": 0.8828125}, {"start": 1064.55, "end": 1064.55, "word": " هذه", "probability": 0.9892578125}, {"start": 1064.55, "end": 1064.55, "word": " ..", "probability": 0.99462890625}, {"start": 1064.55, "end": 1064.55, "word": " مع", "probability": 0.88134765625}, {"start": 1064.55, "end": 1064.55, "word": " هذه", "probability": 0.9892578125}, {"start": 1064.55, "end": 1064.55, "word": " ..", "probability": 0.99462890625}, {"start": 1064.55, "end": 1064.55, "word": " مع", "probability": 0.880859375}, {"start": 1064.55, "end": 1064.55, "word": " هذه", "probability": 0.98876953125}, {"start": 1064.55, "end": 1064.55, "word": " ..", "probability": 0.9951171875}, {"start": 1064.55, "end": 1064.55, "word": " مع", "probability": 0.8818359375}, {"start": 1064.55, "end": 1064.55, "word": " هذه", "probability": 0.9892578125}, {"start": 1064.55, "end": 1064.55, "word": " ..", "probability": 0.9951171875}, {"start": 1064.55, "end": 1064.55, "word": " مع", "probability": 0.8798828125}, {"start": 1064.55, "end": 1064.55, "word": " هذه", "probability": 0.98828125}, {"start": 1064.55, "end": 1064.55, "word": " ..", "probability": 0.9951171875}, {"start": 1064.55, "end": 1064.55, "word": " مع", "probability": 0.8837890625}, {"start": 1064.55, "end": 1064.55, "word": " هذه", "probability": 0.98876953125}, {"start": 1064.55, "end": 1064.55, "word": " ..", "probability": 0.9951171875}, {"start": 1064.55, "end": 1064.55, "word": " مع", "probability": 0.8837890625}, {"start": 1064.55, "end": 1064.55, "word": " هذه", "probability": 0.98828125}, {"start": 1064.55, "end": 1064.55, "word": " ..", "probability": 0.99560546875}, {"start": 1064.55, "end": 1064.55, "word": " مع", "probability": 0.888671875}, {"start": 1064.55, "end": 1064.55, "word": " هذه", "probability": 0.98828125}, {"start": 1064.55, "end": 1064.55, "word": " ..", "probability": 0.99560546875}, {"start": 1064.55, "end": 1064.61, "word": " مع", "probability": 0.8896484375}, {"start": 1064.61, "end": 1064.61, "word": " هذه", "probability": 0.98828125}, {"start": 1064.61, "end": 1064.61, "word": " ..", "probability": 0.99560546875}, {"start": 1064.61, "end": 1064.61, "word": " مع", "probability": 0.890625}, {"start": 1064.61, "end": 1064.61, "word": " هذه", "probability": 0.9873046875}, {"start": 1064.61, "end": 1064.61, "word": " ..", "probability": 0.99560546875}, {"start": 1064.61, "end": 1064.61, "word": " مع", "probability": 0.88916015625}, {"start": 1064.61, "end": 1064.61, "word": " هذه", "probability": 0.98681640625}, {"start": 1064.61, "end": 1064.61, "word": " ..", "probability": 0.99560546875}, {"start": 1064.61, "end": 1064.61, "word": " مع", "probability": 0.8876953125}, {"start": 1064.61, "end": 1064.61, "word": " هذه", "probability": 0.98583984375}, {"start": 1064.61, "end": 1064.61, "word": " ..", "probability": 0.99560546875}, {"start": 1064.61, "end": 1064.61, "word": " مع", "probability": 0.88720703125}, {"start": 1064.61, "end": 1064.61, "word": " هذه", "probability": 0.9853515625}, {"start": 1064.61, "end": 1064.61, "word": " ..", "probability": 0.99560546875}, {"start": 1064.61, "end": 1064.61, "word": " مع", "probability": 0.8857421875}, {"start": 1064.61, "end": 1064.61, "word": " هذه", "probability": 0.984375}, {"start": 1064.61, "end": 1064.61, "word": " ..", "probability": 0.99560546875}, {"start": 1064.61, "end": 1064.65, "word": " مع", "probability": 0.875}, {"start": 1064.65, "end": 1064.83, "word": " هذه", "probability": 0.982421875}, {"start": 1064.83, "end": 1064.87, "word": " ..", "probability": 0.99560546875}, {"start": 1064.87, "end": 1065.63, "word": " مع", "probability": 0.8720703125}, {"start": 1065.63, "end": 1066.49, "word": " هذه", "probability": 0.9755859375}, {"start": 1066.49, "end": 1066.49, "word": " ..", "probability": 0.99560546875}, {"start": 1066.49, "end": 1066.97, "word": " مع", "probability": 0.85205078125}], "temperature": 1.0}, {"id": 49, "seek": 109575, "start": 1069.97, "end": 1095.75, "text": "مش هيك؟ طيب أكمل كرمزوم أعمل حسب ال size تبع ال population ف ال population تبعتنا غير ال generation قدش بدي عدد الكرمزوم داخلها في الجيل الواحد في ال generation الواحدة بعمل creation أو بعمل بشكل random طبعا لعدد من الكرمزوم اتحقق ليه عدد الكرمزوم في الجيل الواحد أو في ال generation الواحدة", "tokens": [2304, 8592, 39896, 4117, 22807, 23032, 1829, 3555, 5551, 24793, 1211, 9122, 2288, 2304, 11622, 20498, 5551, 25957, 1211, 11331, 35457, 2423, 2744, 6055, 3555, 3615, 2423, 4415, 6156, 2423, 4415, 6055, 3555, 34268, 8315, 32771, 13546, 2423, 5125, 12174, 3215, 8592, 4724, 16254, 6225, 3215, 3215, 33251, 2288, 2304, 11622, 20498, 11778, 47283, 1211, 11296, 8978, 25724, 26895, 2423, 14407, 24401, 8978, 2423, 5125, 2423, 14407, 24401, 3660, 4724, 25957, 1211, 8016, 34051, 4724, 25957, 1211, 4724, 8592, 28820, 4974, 23032, 3555, 3615, 995, 5296, 22488, 3215, 9154, 33251, 2288, 2304, 11622, 20498, 1975, 2655, 5016, 4587, 4587, 32239, 3224, 6225, 3215, 3215, 33251, 2288, 2304, 11622, 20498, 8978, 25724, 26895, 2423, 14407, 24401, 34051, 8978, 2423, 5125, 2423, 14407, 24401, 3660], "avg_logprob": -0.13545867320029967, "compression_ratio": 2.1095890410958904, "no_speech_prob": 0.0, "words": [{"start": 1069.97, "end": 1070.25, "word": "مش", "probability": 0.94873046875}, {"start": 1070.25, "end": 1070.79, "word": " هيك؟", "probability": 0.8883463541666666}, {"start": 1070.79, "end": 1071.07, "word": " طيب", "probability": 0.9361979166666666}, {"start": 1071.07, "end": 1071.43, "word": " أكمل", "probability": 0.7819010416666666}, {"start": 1071.43, "end": 1071.79, "word": " كرمزوم", "probability": 0.80830078125}, {"start": 1071.79, "end": 1072.19, "word": " أعمل", "probability": 0.92333984375}, {"start": 1072.19, "end": 1073.21, "word": " حسب", "probability": 0.894775390625}, {"start": 1073.21, "end": 1073.37, "word": " ال", "probability": 0.83349609375}, {"start": 1073.37, "end": 1073.71, "word": " size", "probability": 0.5625}, {"start": 1073.71, "end": 1074.57, "word": " تبع", "probability": 0.8990885416666666}, {"start": 1074.57, "end": 1074.85, "word": " ال", "probability": 0.8857421875}, {"start": 1074.85, "end": 1075.35, "word": " population", "probability": 0.98779296875}, {"start": 1075.35, "end": 1076.11, "word": " ف", "probability": 0.85009765625}, {"start": 1076.11, "end": 1076.75, "word": " ال", "probability": 0.5498046875}, {"start": 1076.75, "end": 1077.37, "word": " population", "probability": 0.908203125}, {"start": 1077.37, "end": 1078.15, "word": " تبعتنا", "probability": 0.966064453125}, {"start": 1078.15, "end": 1079.27, "word": " غير", "probability": 0.96533203125}, {"start": 1079.27, "end": 1079.37, "word": " ال", "probability": 0.93603515625}, {"start": 1079.37, "end": 1079.85, "word": " generation", "probability": 0.9365234375}, {"start": 1079.85, "end": 1080.45, "word": " قدش", "probability": 0.5401204427083334}, {"start": 1080.45, "end": 1080.67, "word": " بدي", "probability": 0.7451171875}, {"start": 1080.67, "end": 1080.87, "word": " عدد", "probability": 0.9837239583333334}, {"start": 1080.87, "end": 1081.35, "word": " الكرمزوم", "probability": 0.877880859375}, {"start": 1081.35, "end": 1082.07, "word": " داخلها", "probability": 0.9644775390625}, {"start": 1082.07, "end": 1083.09, "word": " في", "probability": 0.90673828125}, {"start": 1083.09, "end": 1083.35, "word": " الجيل", "probability": 0.96533203125}, {"start": 1083.35, "end": 1083.89, "word": " الواحد", "probability": 0.9847005208333334}, {"start": 1083.89, "end": 1084.07, "word": " في", "probability": 0.615234375}, {"start": 1084.07, "end": 1084.15, "word": " ال", "probability": 0.73681640625}, {"start": 1084.15, "end": 1084.47, "word": " generation", "probability": 0.94287109375}, {"start": 1084.47, "end": 1085.17, "word": " الواحدة", "probability": 0.9451904296875}, {"start": 1085.17, "end": 1086.19, "word": " بعمل", "probability": 0.9479166666666666}, {"start": 1086.19, "end": 1086.89, "word": " creation", "probability": 0.89306640625}, {"start": 1086.89, "end": 1087.27, "word": " أو", "probability": 0.560546875}, {"start": 1087.27, "end": 1087.59, "word": " بعمل", "probability": 0.9871419270833334}, {"start": 1087.59, "end": 1087.91, "word": " بشكل", "probability": 0.9363606770833334}, {"start": 1087.91, "end": 1088.09, "word": " random", "probability": 0.418212890625}, {"start": 1088.09, "end": 1088.55, "word": " طبعا", "probability": 0.84674072265625}, {"start": 1088.55, "end": 1089.53, "word": " لعدد", "probability": 0.9039713541666666}, {"start": 1089.53, "end": 1089.69, "word": " من", "probability": 0.982421875}, {"start": 1089.69, "end": 1090.51, "word": " الكرمزوم", "probability": 0.97119140625}, {"start": 1090.51, "end": 1091.47, "word": " اتحقق", "probability": 0.9306640625}, {"start": 1091.47, "end": 1091.71, "word": " ليه", "probability": 0.71923828125}, {"start": 1091.71, "end": 1092.05, "word": " عدد", "probability": 0.9871419270833334}, {"start": 1092.05, "end": 1093.31, "word": " الكرمزوم", "probability": 0.9869140625}, {"start": 1093.31, "end": 1093.59, "word": " في", "probability": 0.9853515625}, {"start": 1093.59, "end": 1094.17, "word": " الجيل", "probability": 0.975830078125}, {"start": 1094.17, "end": 1094.63, "word": " الواحد", "probability": 0.9866536458333334}, {"start": 1094.63, "end": 1094.77, "word": " أو", "probability": 0.69140625}, {"start": 1094.77, "end": 1094.89, "word": " في", "probability": 0.93798828125}, {"start": 1094.89, "end": 1094.93, "word": " ال", "probability": 0.763671875}, {"start": 1094.93, "end": 1095.27, "word": " generation", "probability": 0.9443359375}, {"start": 1095.27, "end": 1095.75, "word": " الواحدة", "probability": 0.978271484375}], "temperature": 1.0}, {"id": 50, "seek": 111736, "start": 1096.73, "end": 1117.37, "text": "وبنحطهم مع بعض طيب عشان نروح للخطوة التانية والمهمة اللي هي عملية ال cross cross over cross over operation في ال cross over operation كنا بنقول إيش أنه في عندي احتمال لل cross over operation فانا بختار تنتين تنتين أخدنا ال parent الأولى والتانية هي هدولة تنتين", "tokens": [37746, 1863, 5016, 9566, 16095, 20449, 45030, 11242, 23032, 1829, 3555, 6225, 8592, 7649, 8717, 32887, 5016, 24976, 9778, 9566, 2407, 3660, 16712, 7649, 10632, 16070, 2304, 16095, 3660, 13672, 1829, 39896, 6225, 42213, 10632, 2423, 3278, 3278, 670, 3278, 670, 6916, 8978, 2423, 3278, 670, 6916, 9122, 8315, 44945, 39648, 11933, 1829, 8592, 14739, 3224, 8978, 18871, 16254, 1975, 33753, 2304, 6027, 24976, 3278, 670, 6916, 6156, 7649, 995, 4724, 46456, 9640, 6055, 29399, 9957, 6055, 29399, 9957, 5551, 9778, 3215, 8315, 2423, 2596, 16247, 12610, 7578, 16070, 2655, 7649, 10632, 39896, 8032, 3215, 12610, 3660, 6055, 29399, 9957], "avg_logprob": -0.18347771746097224, "compression_ratio": 1.8779342723004695, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1096.73, "end": 1097.41, "word": "وبنحطهم", "probability": 0.8810546875}, {"start": 1097.41, "end": 1098.09, "word": " مع", "probability": 0.99072265625}, {"start": 1098.09, "end": 1098.41, "word": " بعض", "probability": 0.995361328125}, {"start": 1098.41, "end": 1098.97, "word": " طيب", "probability": 0.8362630208333334}, {"start": 1098.97, "end": 1099.27, "word": " عشان", "probability": 0.96484375}, {"start": 1099.27, "end": 1099.59, "word": " نروح", "probability": 0.9527994791666666}, {"start": 1099.59, "end": 1100.27, "word": " للخطوة", "probability": 0.80419921875}, {"start": 1100.27, "end": 1101.19, "word": " التانية", "probability": 0.9462890625}, {"start": 1101.19, "end": 1102.55, "word": " والمهمة", "probability": 0.900390625}, {"start": 1102.55, "end": 1103.17, "word": " اللي", "probability": 0.916015625}, {"start": 1103.17, "end": 1103.31, "word": " هي", "probability": 0.857421875}, {"start": 1103.31, "end": 1103.63, "word": " عملية", "probability": 0.9749348958333334}, {"start": 1103.63, "end": 1103.79, "word": " ال", "probability": 0.52880859375}, {"start": 1103.79, "end": 1104.05, "word": " cross", "probability": 0.57568359375}, {"start": 1104.05, "end": 1104.69, "word": " cross", "probability": 0.2178955078125}, {"start": 1104.69, "end": 1105.03, "word": " over", "probability": 0.60595703125}, {"start": 1105.03, "end": 1105.47, "word": " cross", "probability": 0.69189453125}, {"start": 1105.47, "end": 1105.71, "word": " over", "probability": 0.84716796875}, {"start": 1105.71, "end": 1106.19, "word": " operation", "probability": 0.748046875}, {"start": 1106.19, "end": 1106.51, "word": " في", "probability": 0.798828125}, {"start": 1106.51, "end": 1106.59, "word": " ال", "probability": 0.70556640625}, {"start": 1106.59, "end": 1106.77, "word": " cross", "probability": 0.80419921875}, {"start": 1106.77, "end": 1107.03, "word": " over", "probability": 0.8818359375}, {"start": 1107.03, "end": 1107.67, "word": " operation", "probability": 0.9423828125}, {"start": 1107.67, "end": 1108.43, "word": " كنا", "probability": 0.96826171875}, {"start": 1108.43, "end": 1108.77, "word": " بنقول", "probability": 0.92041015625}, {"start": 1108.77, "end": 1109.05, "word": " إيش", "probability": 0.8125}, {"start": 1109.05, "end": 1109.81, "word": " أنه", "probability": 0.572998046875}, {"start": 1109.81, "end": 1109.91, "word": " في", "probability": 0.9013671875}, {"start": 1109.91, "end": 1110.25, "word": " عندي", "probability": 0.698486328125}, {"start": 1110.25, "end": 1111.31, "word": " احتمال", "probability": 0.96240234375}, {"start": 1111.31, "end": 1111.45, "word": " لل", "probability": 0.497802734375}, {"start": 1111.45, "end": 1111.67, "word": " cross", "probability": 0.75244140625}, {"start": 1111.67, "end": 1111.89, "word": " over", "probability": 0.9296875}, {"start": 1111.89, "end": 1112.31, "word": " operation", "probability": 0.91455078125}, {"start": 1112.31, "end": 1112.71, "word": " فانا", "probability": 0.9225260416666666}, {"start": 1112.71, "end": 1113.05, "word": " بختار", "probability": 0.9415690104166666}, {"start": 1113.05, "end": 1113.37, "word": " تنتين", "probability": 0.7379557291666666}, {"start": 1113.37, "end": 1113.79, "word": " تنتين", "probability": 0.9488932291666666}, {"start": 1113.79, "end": 1114.61, "word": " أخدنا", "probability": 0.93017578125}, {"start": 1114.61, "end": 1115.11, "word": " ال", "probability": 0.98193359375}, {"start": 1115.11, "end": 1115.39, "word": " parent", "probability": 0.91796875}, {"start": 1115.39, "end": 1115.73, "word": " الأولى", "probability": 0.9733072916666666}, {"start": 1115.73, "end": 1116.29, "word": " والتانية", "probability": 0.8343505859375}, {"start": 1116.29, "end": 1116.71, "word": " هي", "probability": 0.69189453125}, {"start": 1116.71, "end": 1117.01, "word": " هدولة", "probability": 0.86572265625}, {"start": 1117.01, "end": 1117.37, "word": " تنتين", "probability": 0.95849609375}], "temperature": 1.0}, {"id": 51, "seek": 113381, "start": 1118.17, "end": 1133.81, "text": "وروح نعملنا عملية حسابية أنه والله أعمللي generation لرقم من واحد مثلا لمية إذا الواحد من واحد لمية هتطلع أقل من سبعين تمام أقل من سبعين خلاص معناته بدنا نعمل crossover", "tokens": [13063, 2407, 5016, 8717, 25957, 1211, 8315, 6225, 42213, 10632, 11331, 3794, 16758, 10632, 14739, 3224, 16070, 43761, 5551, 25957, 1211, 20292, 5125, 5296, 2288, 4587, 2304, 9154, 36764, 24401, 50113, 15040, 32767, 10632, 11933, 15730, 2423, 14407, 24401, 9154, 36764, 24401, 32767, 10632, 8032, 2655, 9566, 1211, 3615, 5551, 4587, 1211, 9154, 8608, 3555, 3615, 9957, 46811, 10943, 5551, 4587, 1211, 9154, 8608, 3555, 3615, 9957, 16490, 1211, 33546, 20449, 8315, 47395, 47525, 8315, 8717, 25957, 1211, 33837], "avg_logprob": -0.20292968209832907, "compression_ratio": 1.698224852071006, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1118.17, "end": 1118.51, "word": "وروح", "probability": 0.5455322265625}, {"start": 1118.51, "end": 1118.79, "word": " نعملنا", "probability": 0.795166015625}, {"start": 1118.79, "end": 1119.01, "word": " عملية", "probability": 0.9864908854166666}, {"start": 1119.01, "end": 1119.57, "word": " حسابية", "probability": 0.98486328125}, {"start": 1119.57, "end": 1120.53, "word": " أنه", "probability": 0.46826171875}, {"start": 1120.53, "end": 1120.67, "word": " والله", "probability": 0.754638671875}, {"start": 1120.67, "end": 1120.99, "word": " أعمللي", "probability": 0.6583251953125}, {"start": 1120.99, "end": 1121.63, "word": " generation", "probability": 0.91259765625}, {"start": 1121.63, "end": 1123.07, "word": " لرقم", "probability": 0.9857177734375}, {"start": 1123.07, "end": 1123.51, "word": " من", "probability": 0.96630859375}, {"start": 1123.51, "end": 1123.91, "word": " واحد", "probability": 0.901611328125}, {"start": 1123.91, "end": 1124.25, "word": " مثلا", "probability": 0.985107421875}, {"start": 1124.25, "end": 1124.71, "word": " لمية", "probability": 0.64111328125}, {"start": 1124.71, "end": 1125.53, "word": " إذا", "probability": 0.8076171875}, {"start": 1125.53, "end": 1126.27, "word": " الواحد", "probability": 0.741943359375}, {"start": 1126.27, "end": 1126.43, "word": " من", "probability": 0.849609375}, {"start": 1126.43, "end": 1126.67, "word": " واحد", "probability": 0.97607421875}, {"start": 1126.67, "end": 1127.01, "word": " لمية", "probability": 0.984130859375}, {"start": 1127.01, "end": 1127.55, "word": " هتطلع", "probability": 0.815478515625}, {"start": 1127.55, "end": 1128.35, "word": " أقل", "probability": 0.9689127604166666}, {"start": 1128.35, "end": 1128.81, "word": " من", "probability": 0.9912109375}, {"start": 1128.81, "end": 1129.93, "word": " سبعين", "probability": 0.8990478515625}, {"start": 1129.93, "end": 1131.27, "word": " تمام", "probability": 0.755615234375}, {"start": 1131.27, "end": 1131.99, "word": " أقل", "probability": 0.78466796875}, {"start": 1131.99, "end": 1132.11, "word": " من", "probability": 0.99365234375}, {"start": 1132.11, "end": 1132.41, "word": " سبعين", "probability": 0.9776611328125}, {"start": 1132.41, "end": 1132.69, "word": " خلاص", "probability": 0.9920247395833334}, {"start": 1132.69, "end": 1132.99, "word": " معناته", "probability": 0.9620768229166666}, {"start": 1132.99, "end": 1133.21, "word": " بدنا", "probability": 0.947509765625}, {"start": 1133.21, "end": 1133.45, "word": " نعمل", "probability": 0.99462890625}, {"start": 1133.45, "end": 1133.81, "word": " crossover", "probability": 0.54296875}], "temperature": 1.0}, {"id": 52, "seek": 115108, "start": 1135.21, "end": 1151.09, "text": "فإذن هي مبدأيا أخدنا قرار أعمل ولا ماعملش، بناء على إيش؟ على حاجة سمناها الـ Probability لـCrossover أو الـCrossover Probability مش هيكم الذاكرين بهذا الكلام؟ بدنا نرجع معناته للمحاضرة السابقة تمام خلصناه، الآن الشيء التاني", "tokens": [5172, 28814, 8848, 1863, 39896, 3714, 44510, 10721, 25528, 5551, 9778, 3215, 8315, 12174, 2288, 9640, 5551, 25957, 1211, 49429, 19446, 25957, 1211, 8592, 12399, 44945, 16606, 15844, 11933, 1829, 8592, 22807, 15844, 11331, 26108, 3660, 8608, 2304, 8315, 11296, 2423, 39184, 8736, 2310, 5296, 39184, 34, 2635, 23799, 34051, 2423, 39184, 34, 2635, 23799, 8736, 2310, 37893, 39896, 24793, 32545, 995, 37983, 9957, 39627, 15730, 2423, 28820, 10943, 22807, 47525, 8315, 8717, 47341, 3615, 20449, 8315, 47395, 5296, 19528, 5016, 46958, 25720, 21136, 16758, 28671, 46811, 10943, 16490, 1211, 9381, 8315, 3224, 12399, 6024, 48506, 25124, 1829, 38207, 16712, 7649, 1829], "avg_logprob": -0.262135936218558, "compression_ratio": 1.5829787234042554, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1135.21, "end": 1135.57, "word": "فإذن", "probability": 0.6502685546875}, {"start": 1135.57, "end": 1135.67, "word": " هي", "probability": 0.449462890625}, {"start": 1135.67, "end": 1136.15, "word": " مبدأيا", "probability": 0.8551025390625}, {"start": 1136.15, "end": 1136.77, "word": " أخدنا", "probability": 0.8709716796875}, {"start": 1136.77, "end": 1137.43, "word": " قرار", "probability": 0.99072265625}, {"start": 1137.43, "end": 1138.15, "word": " أعمل", "probability": 0.9016927083333334}, {"start": 1138.15, "end": 1138.29, "word": " ولا", "probability": 0.66845703125}, {"start": 1138.29, "end": 1139.05, "word": " ماعملش،", "probability": 0.77978515625}, {"start": 1139.05, "end": 1139.41, "word": " بناء", "probability": 0.76220703125}, {"start": 1139.41, "end": 1139.59, "word": " على", "probability": 0.73828125}, {"start": 1139.59, "end": 1139.89, "word": " إيش؟", "probability": 0.8260498046875}, {"start": 1139.89, "end": 1139.95, "word": " على", "probability": 0.76220703125}, {"start": 1139.95, "end": 1140.21, "word": " حاجة", "probability": 0.9801432291666666}, {"start": 1140.21, "end": 1140.79, "word": " سمناها", "probability": 0.8028564453125}, {"start": 1140.79, "end": 1141.25, "word": " الـ", "probability": 0.75}, {"start": 1141.25, "end": 1141.69, "word": " Probability", "probability": 0.852783203125}, {"start": 1141.69, "end": 1142.41, "word": " لـCrossover", "probability": 0.5892822265625}, {"start": 1142.41, "end": 1143.29, "word": " أو", "probability": 0.84228515625}, {"start": 1143.29, "end": 1143.87, "word": " الـCrossover", "probability": 0.84853515625}, {"start": 1143.87, "end": 1144.55, "word": " Probability", "probability": 0.928466796875}, {"start": 1144.55, "end": 1144.91, "word": " مش", "probability": 0.7314453125}, {"start": 1144.91, "end": 1145.13, "word": " هيكم", "probability": 0.4122314453125}, {"start": 1145.13, "end": 1145.51, "word": " الذاكرين", "probability": 0.8629150390625}, {"start": 1145.51, "end": 1145.69, "word": " بهذا", "probability": 0.5604248046875}, {"start": 1145.69, "end": 1146.41, "word": " الكلام؟", "probability": 0.9468994140625}, {"start": 1146.41, "end": 1146.59, "word": " بدنا", "probability": 0.5882568359375}, {"start": 1146.59, "end": 1146.87, "word": " نرجع", "probability": 0.9850260416666666}, {"start": 1146.87, "end": 1147.17, "word": " معناته", "probability": 0.5819498697916666}, {"start": 1147.17, "end": 1147.59, "word": " للمحاضرة", "probability": 0.91787109375}, {"start": 1147.59, "end": 1148.03, "word": " السابقة", "probability": 0.986328125}, {"start": 1148.03, "end": 1148.87, "word": " تمام", "probability": 0.852294921875}, {"start": 1148.87, "end": 1150.09, "word": " خلصناه،", "probability": 0.8334147135416666}, {"start": 1150.09, "end": 1150.33, "word": " الآن", "probability": 0.8271484375}, {"start": 1150.33, "end": 1150.63, "word": " الشيء", "probability": 0.8849283854166666}, {"start": 1150.63, "end": 1151.09, "word": " التاني", "probability": 0.9402669270833334}], "temperature": 1.0}, {"id": 53, "seek": 117718, "start": 1152.24, "end": 1177.18, "text": "من وين تريد ان تقوم بـ crossover؟ لا يمكنني أن أقوم بـ crossover داخل حل لـ unit كاملة، كوحدة كاملة، لا أنا أتعامل مع ال unit واحدة كاملة، لا يمكنني أن أقوم من نص أعمل قطع هنا، لكي نقوم بـ crossover، لا الـ crossover يجب أن يكون على يمينه عدد ال units سليم وعلى شماله عدد ال units سليم", "tokens": [27842, 4032, 9957, 6055, 16572, 3215, 16472, 6055, 4587, 20498, 4724, 39184, 33837, 22807, 20193, 7251, 43020, 22653, 14739, 5551, 4587, 20498, 4724, 39184, 33837, 11778, 47283, 1211, 11331, 1211, 5296, 39184, 4985, 9122, 10943, 37977, 12399, 9122, 2407, 24401, 3660, 9122, 10943, 37977, 12399, 20193, 41850, 5551, 2655, 3615, 10943, 1211, 20449, 2423, 4985, 36764, 24401, 3660, 9122, 10943, 37977, 12399, 20193, 7251, 43020, 22653, 14739, 5551, 4587, 20498, 9154, 8717, 9381, 5551, 25957, 1211, 12174, 9566, 3615, 34105, 12399, 5296, 4117, 1829, 8717, 4587, 20498, 4724, 39184, 33837, 12399, 20193, 2423, 39184, 33837, 7251, 7435, 3555, 14739, 7251, 30544, 15844, 7251, 2304, 9957, 3224, 6225, 3215, 3215, 2423, 6815, 8608, 20292, 2304, 4032, 3615, 23942, 13412, 2304, 6027, 3224, 6225, 3215, 3215, 2423, 6815, 8608, 20292, 2304], "avg_logprob": -0.3103365237896259, "compression_ratio": 2.160377358490566, "no_speech_prob": 0.0, "words": [{"start": 1152.24, "end": 1152.54, "word": "من", "probability": 0.85986328125}, {"start": 1152.54, "end": 1152.72, "word": " وين", "probability": 0.6756591796875}, {"start": 1152.72, "end": 1152.98, "word": " تريد", "probability": 0.5770670572916666}, {"start": 1152.98, "end": 1153.04, "word": " ان", "probability": 0.331787109375}, {"start": 1153.04, "end": 1153.2, "word": " تقوم", "probability": 0.7256673177083334}, {"start": 1153.2, "end": 1153.32, "word": " بـ", "probability": 0.4385986328125}, {"start": 1153.32, "end": 1154.52, "word": " crossover؟", "probability": 0.31915283203125}, {"start": 1154.52, "end": 1154.64, "word": " لا", "probability": 0.46435546875}, {"start": 1154.64, "end": 1155.04, "word": " يمكنني", "probability": 0.8050130208333334}, {"start": 1155.04, "end": 1155.04, "word": " أن", "probability": 0.2423095703125}, {"start": 1155.04, "end": 1155.48, "word": " أقوم", "probability": 0.798828125}, {"start": 1155.48, "end": 1155.62, "word": " بـ", "probability": 0.755615234375}, {"start": 1155.62, "end": 1156.14, "word": " crossover", "probability": 0.826171875}, {"start": 1156.14, "end": 1158.34, "word": " داخل", "probability": 0.759521484375}, {"start": 1158.34, "end": 1158.94, "word": " حل", "probability": 0.90234375}, {"start": 1158.94, "end": 1159.94, "word": " لـ", "probability": 0.41845703125}, {"start": 1159.94, "end": 1160.12, "word": " unit", "probability": 0.7578125}, {"start": 1160.12, "end": 1160.78, "word": " كاملة،", "probability": 0.7698974609375}, {"start": 1160.78, "end": 1161.38, "word": " كوحدة", "probability": 0.8922119140625}, {"start": 1161.38, "end": 1162.12, "word": " كاملة،", "probability": 0.87451171875}, {"start": 1162.12, "end": 1162.24, "word": " لا", "probability": 0.349609375}, {"start": 1162.24, "end": 1162.42, "word": " أنا", "probability": 0.3134765625}, {"start": 1162.42, "end": 1162.82, "word": " أتعامل", "probability": 0.8310546875}, {"start": 1162.82, "end": 1163.0, "word": " مع", "probability": 0.9716796875}, {"start": 1163.0, "end": 1163.2, "word": " ال", "probability": 0.93212890625}, {"start": 1163.2, "end": 1163.44, "word": " unit", "probability": 0.7373046875}, {"start": 1163.44, "end": 1163.78, "word": " واحدة", "probability": 0.8653971354166666}, {"start": 1163.78, "end": 1164.78, "word": " كاملة،", "probability": 0.85321044921875}, {"start": 1164.78, "end": 1164.84, "word": " لا", "probability": 0.82080078125}, {"start": 1164.84, "end": 1165.24, "word": " يمكنني", "probability": 0.9632161458333334}, {"start": 1165.24, "end": 1165.36, "word": " أن", "probability": 0.6689453125}, {"start": 1165.36, "end": 1165.8, "word": " أقوم", "probability": 0.7960611979166666}, {"start": 1165.8, "end": 1165.9, "word": " من", "probability": 0.5888671875}, {"start": 1165.9, "end": 1166.24, "word": " نص", "probability": 0.8115234375}, {"start": 1166.24, "end": 1166.78, "word": " أعمل", "probability": 0.6810302734375}, {"start": 1166.78, "end": 1167.62, "word": " قطع", "probability": 0.9095052083333334}, {"start": 1167.62, "end": 1169.06, "word": " هنا،", "probability": 0.697021484375}, {"start": 1169.06, "end": 1169.2, "word": " لكي", "probability": 0.6892903645833334}, {"start": 1169.2, "end": 1169.42, "word": " نقوم", "probability": 0.9129231770833334}, {"start": 1169.42, "end": 1169.52, "word": " بـ", "probability": 0.687255859375}, {"start": 1169.52, "end": 1170.1, "word": " crossover،", "probability": 0.697265625}, {"start": 1170.1, "end": 1170.2, "word": " لا", "probability": 0.369140625}, {"start": 1170.2, "end": 1170.38, "word": " الـ", "probability": 0.56298828125}, {"start": 1170.38, "end": 1170.72, "word": " crossover", "probability": 0.82275390625}, {"start": 1170.72, "end": 1171.42, "word": " يجب", "probability": 0.8294270833333334}, {"start": 1171.42, "end": 1171.48, "word": " أن", "probability": 0.7705078125}, {"start": 1171.48, "end": 1171.74, "word": " يكون", "probability": 0.972900390625}, {"start": 1171.74, "end": 1171.96, "word": " على", "probability": 0.87060546875}, {"start": 1171.96, "end": 1172.56, "word": " يمينه", "probability": 0.972900390625}, {"start": 1172.56, "end": 1173.72, "word": " عدد", "probability": 0.865234375}, {"start": 1173.72, "end": 1173.84, "word": " ال", "probability": 0.97216796875}, {"start": 1173.84, "end": 1174.24, "word": " units", "probability": 0.87255859375}, {"start": 1174.24, "end": 1175.32, "word": " سليم", "probability": 0.91015625}, {"start": 1175.32, "end": 1175.84, "word": " وعلى", "probability": 0.7530924479166666}, {"start": 1175.84, "end": 1176.16, "word": " شماله", "probability": 0.94970703125}, {"start": 1176.16, "end": 1176.42, "word": " عدد", "probability": 0.9910481770833334}, {"start": 1176.42, "end": 1176.52, "word": " ال", "probability": 0.97314453125}, {"start": 1176.52, "end": 1176.72, "word": " units", "probability": 0.95751953125}, {"start": 1176.72, "end": 1177.18, "word": " سليم", "probability": 0.9840494791666666}], "temperature": 1.0}, {"id": 54, "seek": 119761, "start": 1177.92, "end": 1197.62, "text": "تمام فإذا كل اللي بنعمله ان وين بالظبط هنقول عندي معناته واحدة هما سبعة معناته فيها اندي ست احتمالات مش هيك احنا مبدأيا قررنا ان الفاصلة السابعة هذه ال probability 0.7 اتحققت نتيجة انه والله عملنا randomly selection لرقم اطلع اقل من 70", "tokens": [39237, 10943, 6156, 28814, 15730, 28242, 13672, 1829, 44945, 25957, 43761, 16472, 4032, 9957, 20666, 19913, 3555, 9566, 8032, 1863, 39648, 18871, 16254, 20449, 8315, 47395, 36764, 24401, 3660, 8032, 15042, 8608, 3555, 27884, 20449, 8315, 47395, 8978, 11296, 16472, 16254, 8608, 2655, 1975, 33753, 2304, 6027, 9307, 37893, 39896, 4117, 1975, 5016, 8315, 3714, 44510, 10721, 25528, 12174, 2288, 2288, 8315, 16472, 27188, 33546, 37977, 21136, 16758, 27884, 29538, 2423, 8482, 1958, 13, 22, 1975, 2655, 5016, 4587, 38149, 8717, 31371, 7435, 3660, 16472, 3224, 16070, 43761, 6225, 42213, 8315, 16979, 9450, 5296, 2288, 4587, 2304, 1975, 9566, 1211, 3615, 1975, 4587, 1211, 9154, 5285], "avg_logprob": -0.20794391910606455, "compression_ratio": 1.5991902834008098, "no_speech_prob": 1.430511474609375e-06, "words": [{"start": 1177.92, "end": 1178.38, "word": "تمام", "probability": 0.64013671875}, {"start": 1178.38, "end": 1179.06, "word": " فإذا", "probability": 0.7726236979166666}, {"start": 1179.06, "end": 1179.42, "word": " كل", "probability": 0.9287109375}, {"start": 1179.42, "end": 1179.54, "word": " اللي", "probability": 0.91259765625}, {"start": 1179.54, "end": 1180.04, "word": " بنعمله", "probability": 0.9451497395833334}, {"start": 1180.04, "end": 1180.24, "word": " ان", "probability": 0.396240234375}, {"start": 1180.24, "end": 1180.46, "word": " وين", "probability": 0.943359375}, {"start": 1180.46, "end": 1181.0, "word": " بالظبط", "probability": 0.97802734375}, {"start": 1181.0, "end": 1181.42, "word": " هنقول", "probability": 0.74755859375}, {"start": 1181.42, "end": 1181.7, "word": " عندي", "probability": 0.7275390625}, {"start": 1181.7, "end": 1182.12, "word": " معناته", "probability": 0.97021484375}, {"start": 1182.12, "end": 1182.64, "word": " واحدة", "probability": 0.9423828125}, {"start": 1182.64, "end": 1183.02, "word": " هما", "probability": 0.78125}, {"start": 1183.02, "end": 1183.36, "word": " سبعة", "probability": 0.91357421875}, {"start": 1183.36, "end": 1183.86, "word": " معناته", "probability": 0.859375}, {"start": 1183.86, "end": 1184.06, "word": " فيها", "probability": 0.508544921875}, {"start": 1184.06, "end": 1184.14, "word": " اندي", "probability": 0.5506591796875}, {"start": 1184.14, "end": 1184.32, "word": " ست", "probability": 0.66455078125}, {"start": 1184.32, "end": 1184.82, "word": " احتمالات", "probability": 0.91650390625}, {"start": 1184.82, "end": 1185.0, "word": " مش", "probability": 0.91455078125}, {"start": 1185.0, "end": 1185.32, "word": " هيك", "probability": 0.767333984375}, {"start": 1185.32, "end": 1185.64, "word": " احنا", "probability": 0.9181315104166666}, {"start": 1185.64, "end": 1185.98, "word": " مبدأيا", "probability": 0.812744140625}, {"start": 1185.98, "end": 1186.48, "word": " قررنا", "probability": 0.9871826171875}, {"start": 1186.48, "end": 1186.64, "word": " ان", "probability": 0.84765625}, {"start": 1186.64, "end": 1187.18, "word": " الفاصلة", "probability": 0.8216145833333334}, {"start": 1187.18, "end": 1187.5, "word": " السابعة", "probability": 0.8250325520833334}, {"start": 1187.5, "end": 1187.76, "word": " هذه", "probability": 0.48681640625}, {"start": 1187.76, "end": 1188.96, "word": " ال", "probability": 0.5908203125}, {"start": 1188.96, "end": 1189.48, "word": " probability", "probability": 0.88525390625}, {"start": 1189.48, "end": 1190.1, "word": " 0", "probability": 0.41552734375}, {"start": 1190.1, "end": 1190.76, "word": ".7", "probability": 0.984375}, {"start": 1190.76, "end": 1191.68, "word": " اتحققت", "probability": 0.934375}, {"start": 1191.68, "end": 1192.46, "word": " نتيجة", "probability": 0.962646484375}, {"start": 1192.46, "end": 1192.68, "word": " انه", "probability": 0.774658203125}, {"start": 1192.68, "end": 1193.0, "word": " والله", "probability": 0.787841796875}, {"start": 1193.0, "end": 1193.54, "word": " عملنا", "probability": 0.876953125}, {"start": 1193.54, "end": 1194.4, "word": " randomly", "probability": 0.44482421875}, {"start": 1194.4, "end": 1195.48, "word": " selection", "probability": 0.92626953125}, {"start": 1195.48, "end": 1196.7, "word": " لرقم", "probability": 0.97998046875}, {"start": 1196.7, "end": 1196.94, "word": " اطلع", "probability": 0.76593017578125}, {"start": 1196.94, "end": 1197.2, "word": " اقل", "probability": 0.9513346354166666}, {"start": 1197.2, "end": 1197.32, "word": " من", "probability": 0.99462890625}, {"start": 1197.32, "end": 1197.62, "word": " 70", "probability": 0.6953125}], "temperature": 1.0}, {"id": 55, "seek": 121942, "start": 1198.46, "end": 1219.42, "text": "طبعا او اكبر من 38 يعني انتوا احرار او ممكن تعملوا اكتر من 30 المهم انه ال .. ال .. الكيس تبع الموافقة بديكون فاصلة سبعة و الكيس تبع الرفض فاصلة تلاتة اذا بدنا نتعامل معاها كحصص فهذه حصتها انه ارفض ال crossover وهذه حصتها انه اجبر ال crossover المهم", "tokens": [9566, 3555, 3615, 995, 1975, 2407, 1975, 4117, 26890, 9154, 12843, 37495, 22653, 16472, 2655, 14407, 1975, 5016, 2288, 9640, 1975, 2407, 3714, 43020, 6055, 25957, 1211, 14407, 1975, 4117, 2655, 2288, 9154, 2217, 9673, 16095, 16472, 3224, 2423, 4386, 2423, 4386, 33251, 1829, 3794, 6055, 3555, 3615, 9673, 14407, 5172, 28671, 4724, 16254, 30544, 6156, 33546, 37977, 8608, 3555, 27884, 4032, 33251, 1829, 3794, 6055, 3555, 3615, 34892, 5172, 11242, 6156, 33546, 37977, 6055, 1211, 9307, 3660, 1975, 15730, 47525, 8315, 8717, 2655, 3615, 10943, 1211, 20449, 995, 11296, 9122, 5016, 9381, 9381, 6156, 3224, 24192, 11331, 9381, 2655, 11296, 16472, 3224, 1975, 28480, 11242, 2423, 33837, 37037, 24192, 11331, 9381, 2655, 11296, 16472, 3224, 1975, 7435, 26890, 2423, 33837, 9673, 16095], "avg_logprob": -0.1431451578053736, "compression_ratio": 1.9952830188679245, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 1198.46, "end": 1198.82, "word": "طبعا", "probability": 0.891357421875}, {"start": 1198.82, "end": 1199.1, "word": " او", "probability": 0.825927734375}, {"start": 1199.1, "end": 1199.7, "word": " اكبر", "probability": 0.9396158854166666}, {"start": 1199.7, "end": 1199.86, "word": " من", "probability": 0.9296875}, {"start": 1199.86, "end": 1200.3, "word": " 38", "probability": 0.82080078125}, {"start": 1200.3, "end": 1200.98, "word": " يعني", "probability": 0.796630859375}, {"start": 1200.98, "end": 1201.24, "word": " انتوا", "probability": 0.666748046875}, {"start": 1201.24, "end": 1201.58, "word": " احرار", "probability": 0.9256591796875}, {"start": 1201.58, "end": 1202.04, "word": " او", "probability": 0.91552734375}, {"start": 1202.04, "end": 1202.24, "word": " ممكن", "probability": 0.95263671875}, {"start": 1202.24, "end": 1202.56, "word": " تعملوا", "probability": 0.851806640625}, {"start": 1202.56, "end": 1202.76, "word": " اكتر", "probability": 0.9757080078125}, {"start": 1202.76, "end": 1202.86, "word": " من", "probability": 0.9951171875}, {"start": 1202.86, "end": 1203.16, "word": " 30", "probability": 0.81982421875}, {"start": 1203.16, "end": 1203.52, "word": " المهم", "probability": 0.931396484375}, {"start": 1203.52, "end": 1204.1, "word": " انه", "probability": 0.85791015625}, {"start": 1204.1, "end": 1204.48, "word": " ال", "probability": 0.93701171875}, {"start": 1204.48, "end": 1204.48, "word": " ..", "probability": 0.78271484375}, {"start": 1204.48, "end": 1205.32, "word": " ال", "probability": 0.8818359375}, {"start": 1205.32, "end": 1205.32, "word": " ..", "probability": 0.927734375}, {"start": 1205.32, "end": 1205.98, "word": " الكيس", "probability": 0.7275390625}, {"start": 1205.98, "end": 1206.56, "word": " تبع", "probability": 0.9684244791666666}, {"start": 1206.56, "end": 1207.46, "word": " الموافقة", "probability": 0.99169921875}, {"start": 1207.46, "end": 1208.54, "word": " بديكون", "probability": 0.51806640625}, {"start": 1208.54, "end": 1209.64, "word": " فاصلة", "probability": 0.9228515625}, {"start": 1209.64, "end": 1210.02, "word": " سبعة", "probability": 0.8587239583333334}, {"start": 1210.02, "end": 1210.38, "word": " و", "probability": 0.64453125}, {"start": 1210.38, "end": 1210.7, "word": " الكيس", "probability": 0.8831380208333334}, {"start": 1210.7, "end": 1210.88, "word": " تبع", "probability": 0.9765625}, {"start": 1210.88, "end": 1211.3, "word": " الرفض", "probability": 0.92578125}, {"start": 1211.3, "end": 1211.66, "word": " فاصلة", "probability": 0.9814453125}, {"start": 1211.66, "end": 1212.08, "word": " تلاتة", "probability": 0.852294921875}, {"start": 1212.08, "end": 1212.46, "word": " اذا", "probability": 0.76806640625}, {"start": 1212.46, "end": 1212.66, "word": " بدنا", "probability": 0.9560546875}, {"start": 1212.66, "end": 1213.02, "word": " نتعامل", "probability": 0.99150390625}, {"start": 1213.02, "end": 1213.28, "word": " معاها", "probability": 0.9065755208333334}, {"start": 1213.28, "end": 1214.58, "word": " كحصص", "probability": 0.9654541015625}, {"start": 1214.58, "end": 1215.3, "word": " فهذه", "probability": 0.9176432291666666}, {"start": 1215.3, "end": 1215.8, "word": " حصتها", "probability": 0.9744873046875}, {"start": 1215.8, "end": 1216.1, "word": " انه", "probability": 0.868408203125}, {"start": 1216.1, "end": 1216.46, "word": " ارفض", "probability": 0.9734700520833334}, {"start": 1216.46, "end": 1216.56, "word": " ال", "probability": 0.9365234375}, {"start": 1216.56, "end": 1216.94, "word": " crossover", "probability": 0.48095703125}, {"start": 1216.94, "end": 1217.24, "word": " وهذه", "probability": 0.604248046875}, {"start": 1217.24, "end": 1217.62, "word": " حصتها", "probability": 0.986328125}, {"start": 1217.62, "end": 1217.86, "word": " انه", "probability": 0.92578125}, {"start": 1217.86, "end": 1218.2, "word": " اجبر", "probability": 0.7464192708333334}, {"start": 1218.2, "end": 1218.3, "word": " ال", "probability": 0.93896484375}, {"start": 1218.3, "end": 1218.72, "word": " crossover", "probability": 0.89501953125}, {"start": 1218.72, "end": 1219.42, "word": " المهم", "probability": 0.938720703125}], "temperature": 1.0}, {"id": 56, "seek": 124493, "start": 1220.41, "end": 1244.93, "text": "طلع انه اقبل ال crossover فبكون في اندي ست احتمالات ممكنة واحد اتنين تلاتة اربعة خمسة ستة بنعمل برضه randomly لرقم من واحد لستة طلع هنا مثلا جديش طلع اربعة عشان نظل ماشيين مثلا مع المثال تبعنا طلع اربعة معناته ال crossover بدنا نعمل وين بعد اربعة units فباخد ال unit الأولى التانية التالتة الرابعة وبقطع", "tokens": [9566, 1211, 3615, 16472, 3224, 1975, 4587, 36150, 2423, 33837, 6156, 3555, 30544, 8978, 16472, 16254, 8608, 2655, 1975, 33753, 2304, 6027, 9307, 3714, 43020, 3660, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 1975, 25513, 27884, 16490, 2304, 3794, 3660, 8608, 2655, 3660, 44945, 25957, 1211, 4724, 43042, 3224, 16979, 5296, 2288, 4587, 2304, 9154, 36764, 24401, 5296, 14851, 3660, 23032, 1211, 3615, 34105, 50113, 15040, 10874, 16254, 8592, 23032, 1211, 3615, 1975, 25513, 27884, 6225, 8592, 7649, 8717, 19913, 1211, 3714, 33599, 1829, 9957, 50113, 15040, 20449, 9673, 12984, 6027, 6055, 3555, 3615, 8315, 23032, 1211, 3615, 1975, 25513, 27884, 20449, 8315, 47395, 2423, 33837, 47525, 8315, 8717, 25957, 1211, 4032, 9957, 39182, 1975, 25513, 27884, 6815, 6156, 3555, 47283, 3215, 2423, 4985, 16247, 12610, 7578, 16712, 7649, 10632, 16712, 6027, 2655, 3660, 34892, 16758, 27884, 46599, 47432, 3615], "avg_logprob": -0.15744358104550177, "compression_ratio": 1.9111111111111112, "no_speech_prob": 0.0, "words": [{"start": 1220.41, "end": 1220.73, "word": "طلع", "probability": 0.7721354166666666}, {"start": 1220.73, "end": 1220.95, "word": " انه", "probability": 0.700439453125}, {"start": 1220.95, "end": 1221.21, "word": " اقبل", "probability": 0.8816731770833334}, {"start": 1221.21, "end": 1221.33, "word": " ال", "probability": 0.7705078125}, {"start": 1221.33, "end": 1221.71, "word": " crossover", "probability": 0.6953125}, {"start": 1221.71, "end": 1222.19, "word": " فبكون", "probability": 0.7596028645833334}, {"start": 1222.19, "end": 1222.31, "word": " في", "probability": 0.9130859375}, {"start": 1222.31, "end": 1222.51, "word": " اندي", "probability": 0.6060791015625}, {"start": 1222.51, "end": 1222.77, "word": " ست", "probability": 0.71533203125}, {"start": 1222.77, "end": 1223.35, "word": " احتمالات", "probability": 0.912890625}, {"start": 1223.35, "end": 1224.03, "word": " ممكنة", "probability": 0.9817708333333334}, {"start": 1224.03, "end": 1224.45, "word": " واحد", "probability": 0.760986328125}, {"start": 1224.45, "end": 1224.77, "word": " اتنين", "probability": 0.83251953125}, {"start": 1224.77, "end": 1225.75, "word": " تلاتة", "probability": 0.9156494140625}, {"start": 1225.75, "end": 1226.37, "word": " اربعة", "probability": 0.8108723958333334}, {"start": 1226.37, "end": 1227.39, "word": " خمسة", "probability": 0.9378662109375}, {"start": 1227.39, "end": 1228.07, "word": " ستة", "probability": 0.9640299479166666}, {"start": 1228.07, "end": 1228.61, "word": " بنعمل", "probability": 0.9261067708333334}, {"start": 1228.61, "end": 1228.89, "word": " برضه", "probability": 0.8907877604166666}, {"start": 1228.89, "end": 1229.33, "word": " randomly", "probability": 0.298828125}, {"start": 1229.33, "end": 1230.13, "word": " لرقم", "probability": 0.9774169921875}, {"start": 1230.13, "end": 1230.27, "word": " من", "probability": 0.99072265625}, {"start": 1230.27, "end": 1230.53, "word": " واحد", "probability": 0.960693359375}, {"start": 1230.53, "end": 1231.33, "word": " لستة", "probability": 0.89599609375}, {"start": 1231.33, "end": 1232.59, "word": " طلع", "probability": 0.9620768229166666}, {"start": 1232.59, "end": 1232.97, "word": " هنا", "probability": 0.9140625}, {"start": 1232.97, "end": 1233.37, "word": " مثلا", "probability": 0.91015625}, {"start": 1233.37, "end": 1233.77, "word": " جديش", "probability": 0.8157552083333334}, {"start": 1233.77, "end": 1233.99, "word": " طلع", "probability": 0.94677734375}, {"start": 1233.99, "end": 1234.35, "word": " اربعة", "probability": 0.8513997395833334}, {"start": 1234.35, "end": 1235.15, "word": " عشان", "probability": 0.9736328125}, {"start": 1235.15, "end": 1235.37, "word": " نظل", "probability": 0.744384765625}, {"start": 1235.37, "end": 1235.77, "word": " ماشيين", "probability": 0.827880859375}, {"start": 1235.77, "end": 1236.05, "word": " مثلا", "probability": 0.94580078125}, {"start": 1236.05, "end": 1236.27, "word": " مع", "probability": 0.89599609375}, {"start": 1236.27, "end": 1236.91, "word": " المثال", "probability": 0.8896484375}, {"start": 1236.91, "end": 1237.33, "word": " تبعنا", "probability": 0.823486328125}, {"start": 1237.33, "end": 1237.83, "word": " طلع", "probability": 0.9552408854166666}, {"start": 1237.83, "end": 1238.17, "word": " اربعة", "probability": 0.8748372395833334}, {"start": 1238.17, "end": 1238.53, "word": " معناته", "probability": 0.916015625}, {"start": 1238.53, "end": 1238.63, "word": " ال", "probability": 0.7939453125}, {"start": 1238.63, "end": 1238.91, "word": " crossover", "probability": 0.90234375}, {"start": 1238.91, "end": 1239.27, "word": " بدنا", "probability": 0.857177734375}, {"start": 1239.27, "end": 1239.55, "word": " نعمل", "probability": 0.9752604166666666}, {"start": 1239.55, "end": 1239.83, "word": " وين", "probability": 0.890380859375}, {"start": 1239.83, "end": 1240.39, "word": " بعد", "probability": 0.728515625}, {"start": 1240.39, "end": 1240.77, "word": " اربعة", "probability": 0.7353515625}, {"start": 1240.77, "end": 1241.09, "word": " units", "probability": 0.89013671875}, {"start": 1241.09, "end": 1242.05, "word": " فباخد", "probability": 0.9776611328125}, {"start": 1242.05, "end": 1242.31, "word": " ال", "probability": 0.96044921875}, {"start": 1242.31, "end": 1242.51, "word": " unit", "probability": 0.9775390625}, {"start": 1242.51, "end": 1242.93, "word": " الأولى", "probability": 0.86865234375}, {"start": 1242.93, "end": 1243.47, "word": " التانية", "probability": 0.9210611979166666}, {"start": 1243.47, "end": 1243.95, "word": " التالتة", "probability": 0.9622802734375}, {"start": 1243.95, "end": 1244.43, "word": " الرابعة", "probability": 0.95703125}, {"start": 1244.43, "end": 1244.93, "word": " وبقطع", "probability": 0.8208821614583334}], "temperature": 1.0}, {"id": 57, "seek": 127300, "start": 1245.98, "end": 1273.0, "text": "و بيظلوا التلاتة المتبقين وهنا نفس الكلام ال unit لعند الرابع و بقطع و بنبادل بنعمل عملية crossing هذه بتيجي بتكمل مع هذه و هذه بتكمل مع هذه فش أكتر من هيك فهذه هيها نزلت كما هي بس مع مين؟ مع الأولى مع النص الأول و هذه نفس الكلام نزلت و أخدت النص بتاع الأول معاها كتانى", "tokens": [2407, 4724, 1829, 19913, 1211, 14407, 16712, 1211, 9307, 3660, 9673, 2655, 3555, 4587, 9957, 37037, 8315, 8717, 36178, 2423, 28820, 10943, 2423, 4985, 5296, 3615, 41260, 34892, 16758, 3615, 4032, 4724, 47432, 3615, 4032, 44945, 3555, 18513, 1211, 44945, 25957, 1211, 6225, 42213, 10632, 14712, 29538, 39894, 1829, 7435, 1829, 39894, 24793, 1211, 20449, 29538, 4032, 29538, 39894, 24793, 1211, 20449, 29538, 6156, 8592, 5551, 4117, 2655, 2288, 9154, 39896, 4117, 6156, 3224, 24192, 39896, 11296, 8717, 11622, 1211, 2655, 9122, 15042, 39896, 4724, 3794, 20449, 3714, 9957, 22807, 20449, 16247, 12610, 7578, 20449, 28239, 9381, 16247, 12610, 4032, 29538, 8717, 36178, 2423, 28820, 10943, 8717, 11622, 1211, 2655, 4032, 5551, 9778, 3215, 2655, 28239, 9381, 39894, 45761, 16247, 12610, 20449, 995, 11296, 9122, 2655, 7649, 7578], "avg_logprob": -0.17962693798449614, "compression_ratio": 1.9831223628691983, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1245.98, "end": 1246.16, "word": "و", "probability": 0.490234375}, {"start": 1246.16, "end": 1246.46, "word": " بيظلوا", "probability": 0.73125}, {"start": 1246.46, "end": 1246.84, "word": " التلاتة", "probability": 0.832275390625}, {"start": 1246.84, "end": 1247.78, "word": " المتبقين", "probability": 0.9318359375}, {"start": 1247.78, "end": 1248.18, "word": " وهنا", "probability": 0.7017822265625}, {"start": 1248.18, "end": 1248.38, "word": " نفس", "probability": 0.994140625}, {"start": 1248.38, "end": 1248.86, "word": " الكلام", "probability": 0.966796875}, {"start": 1248.86, "end": 1249.36, "word": " ال", "probability": 0.84716796875}, {"start": 1249.36, "end": 1249.62, "word": " unit", "probability": 0.96728515625}, {"start": 1249.62, "end": 1249.96, "word": " لعند", "probability": 0.7390950520833334}, {"start": 1249.96, "end": 1250.32, "word": " الرابع", "probability": 0.927734375}, {"start": 1250.32, "end": 1250.42, "word": " و", "probability": 0.451171875}, {"start": 1250.42, "end": 1250.84, "word": " بقطع", "probability": 0.9410807291666666}, {"start": 1250.84, "end": 1251.38, "word": " و", "probability": 0.420166015625}, {"start": 1251.38, "end": 1252.62, "word": " بنبادل", "probability": 0.8106689453125}, {"start": 1252.62, "end": 1253.8, "word": " بنعمل", "probability": 0.7967122395833334}, {"start": 1253.8, "end": 1254.22, "word": " عملية", "probability": 0.97607421875}, {"start": 1254.22, "end": 1254.86, "word": " crossing", "probability": 0.75927734375}, {"start": 1254.86, "end": 1255.7, "word": " هذه", "probability": 0.63525390625}, {"start": 1255.7, "end": 1255.96, "word": " بتيجي", "probability": 0.8175048828125}, {"start": 1255.96, "end": 1256.4, "word": " بتكمل", "probability": 0.85498046875}, {"start": 1256.4, "end": 1256.54, "word": " مع", "probability": 0.98388671875}, {"start": 1256.54, "end": 1256.86, "word": " هذه", "probability": 0.93896484375}, {"start": 1256.86, "end": 1257.22, "word": " و", "probability": 0.48583984375}, {"start": 1257.22, "end": 1257.4, "word": " هذه", "probability": 0.74951171875}, {"start": 1257.4, "end": 1257.8, "word": " بتكمل", "probability": 0.9581705729166666}, {"start": 1257.8, "end": 1257.96, "word": " مع", "probability": 0.990234375}, {"start": 1257.96, "end": 1258.24, "word": " هذه", "probability": 0.92431640625}, {"start": 1258.24, "end": 1260.42, "word": " فش", "probability": 0.404296875}, {"start": 1260.42, "end": 1261.16, "word": " أكتر", "probability": 0.8533935546875}, {"start": 1261.16, "end": 1261.3, "word": " من", "probability": 0.9912109375}, {"start": 1261.3, "end": 1261.64, "word": " هيك", "probability": 0.884033203125}, {"start": 1261.64, "end": 1262.36, "word": " فهذه", "probability": 0.7638346354166666}, {"start": 1262.36, "end": 1262.88, "word": " هيها", "probability": 0.8984375}, {"start": 1262.88, "end": 1263.56, "word": " نزلت", "probability": 0.98828125}, {"start": 1263.56, "end": 1263.78, "word": " كما", "probability": 0.940185546875}, {"start": 1263.78, "end": 1264.0, "word": " هي", "probability": 0.9326171875}, {"start": 1264.0, "end": 1264.62, "word": " بس", "probability": 0.949462890625}, {"start": 1264.62, "end": 1264.74, "word": " مع", "probability": 0.98876953125}, {"start": 1264.74, "end": 1265.3, "word": " مين؟", "probability": 0.7770182291666666}, {"start": 1265.3, "end": 1265.78, "word": " مع", "probability": 0.98193359375}, {"start": 1265.78, "end": 1266.6, "word": " الأولى", "probability": 0.86865234375}, {"start": 1266.6, "end": 1266.7, "word": " مع", "probability": 0.6875}, {"start": 1266.7, "end": 1267.0, "word": " النص", "probability": 0.8349609375}, {"start": 1267.0, "end": 1267.5, "word": " الأول", "probability": 0.989013671875}, {"start": 1267.5, "end": 1268.26, "word": " و", "probability": 0.480224609375}, {"start": 1268.26, "end": 1268.44, "word": " هذه", "probability": 0.84326171875}, {"start": 1268.44, "end": 1268.64, "word": " نفس", "probability": 0.99658203125}, {"start": 1268.64, "end": 1269.02, "word": " الكلام", "probability": 0.9645182291666666}, {"start": 1269.02, "end": 1269.56, "word": " نزلت", "probability": 0.98974609375}, {"start": 1269.56, "end": 1269.7, "word": " و", "probability": 0.95654296875}, {"start": 1269.7, "end": 1270.06, "word": " أخدت", "probability": 0.9486083984375}, {"start": 1270.06, "end": 1270.58, "word": " النص", "probability": 0.765869140625}, {"start": 1270.58, "end": 1271.12, "word": " بتاع", "probability": 0.9091796875}, {"start": 1271.12, "end": 1271.64, "word": " الأول", "probability": 0.96630859375}, {"start": 1271.64, "end": 1272.42, "word": " معاها", "probability": 0.8927408854166666}, {"start": 1272.42, "end": 1273.0, "word": " كتانى", "probability": 0.8760986328125}], "temperature": 1.0}, {"id": 58, "seek": 130198, "start": 1273.86, "end": 1301.98, "text": "تمام ان عمل ال crossover فمن ال parent one و ال parent two طلع عند ال child one و ال child two تمام جدا الان هل كملنا ال .. ال .. ال size تبع ال population تبعنا ان والله احنا هيك من اتنين ال parents اللي عملناهم selection بنفس القلية السابقة اخدنا children رقم واحد و اتنين صار عند اتنين ل .. ل new generation هل هم كافين؟", "tokens": [39237, 10943, 16472, 6225, 42213, 2423, 33837, 6156, 27842, 2423, 2596, 472, 4032, 2423, 2596, 732, 23032, 1211, 3615, 43242, 2423, 1440, 472, 4032, 2423, 1440, 732, 46811, 10943, 10874, 28259, 2423, 7649, 8032, 1211, 9122, 42213, 8315, 2423, 4386, 2423, 4386, 2423, 2744, 6055, 3555, 3615, 2423, 4415, 6055, 3555, 3615, 8315, 16472, 16070, 43761, 1975, 5016, 8315, 39896, 4117, 9154, 1975, 2655, 1863, 9957, 2423, 3152, 13672, 1829, 6225, 42213, 8315, 16095, 9450, 44945, 36178, 25062, 1211, 10632, 21136, 16758, 28671, 1975, 9778, 3215, 8315, 2227, 12602, 4587, 2304, 36764, 24401, 4032, 1975, 2655, 1863, 9957, 20328, 9640, 43242, 1975, 2655, 1863, 9957, 5296, 4386, 5296, 777, 5125, 8032, 1211, 8032, 2304, 9122, 31845, 9957, 22807], "avg_logprob": -0.17515756978708155, "compression_ratio": 1.8858267716535433, "no_speech_prob": 0.0, "words": [{"start": 1273.86, "end": 1274.3, "word": "تمام", "probability": 0.764892578125}, {"start": 1274.3, "end": 1274.72, "word": " ان", "probability": 0.499755859375}, {"start": 1274.72, "end": 1274.94, "word": " عمل", "probability": 0.9404296875}, {"start": 1274.94, "end": 1275.04, "word": " ال", "probability": 0.67529296875}, {"start": 1275.04, "end": 1275.5, "word": " crossover", "probability": 0.55419921875}, {"start": 1275.5, "end": 1276.18, "word": " فمن", "probability": 0.9443359375}, {"start": 1276.18, "end": 1276.42, "word": " ال", "probability": 0.94140625}, {"start": 1276.42, "end": 1276.76, "word": " parent", "probability": 0.92041015625}, {"start": 1276.76, "end": 1277.28, "word": " one", "probability": 0.66259765625}, {"start": 1277.28, "end": 1277.68, "word": " و", "probability": 0.66455078125}, {"start": 1277.68, "end": 1277.68, "word": " ال", "probability": 0.51953125}, {"start": 1277.68, "end": 1277.94, "word": " parent", "probability": 0.96630859375}, {"start": 1277.94, "end": 1278.34, "word": " two", "probability": 0.9228515625}, {"start": 1278.34, "end": 1278.86, "word": " طلع", "probability": 0.9072265625}, {"start": 1278.86, "end": 1279.04, "word": " عند", "probability": 0.97998046875}, {"start": 1279.04, "end": 1279.18, "word": " ال", "probability": 0.95068359375}, {"start": 1279.18, "end": 1279.48, "word": " child", "probability": 0.9208984375}, {"start": 1279.48, "end": 1279.9, "word": " one", "probability": 0.94873046875}, {"start": 1279.9, "end": 1280.32, "word": " و", "probability": 0.8681640625}, {"start": 1280.32, "end": 1280.42, "word": " ال", "probability": 0.8984375}, {"start": 1280.42, "end": 1280.82, "word": " child", "probability": 0.912109375}, {"start": 1280.82, "end": 1281.3, "word": " two", "probability": 0.95703125}, {"start": 1281.3, "end": 1282.88, "word": " تمام", "probability": 0.97265625}, {"start": 1282.88, "end": 1283.22, "word": " جدا", "probability": 0.98876953125}, {"start": 1283.22, "end": 1284.9, "word": " الان", "probability": 0.629150390625}, {"start": 1284.9, "end": 1285.6, "word": " هل", "probability": 0.920166015625}, {"start": 1285.6, "end": 1286.28, "word": " كملنا", "probability": 0.9319661458333334}, {"start": 1286.28, "end": 1287.68, "word": " ال", "probability": 0.892578125}, {"start": 1287.68, "end": 1287.68, "word": " ..", "probability": 0.279296875}, {"start": 1287.68, "end": 1288.5, "word": " ال", "probability": 0.9228515625}, {"start": 1288.5, "end": 1288.54, "word": " ..", "probability": 0.79150390625}, {"start": 1288.54, "end": 1288.74, "word": " ال", "probability": 0.9384765625}, {"start": 1288.74, "end": 1288.98, "word": " size", "probability": 0.63134765625}, {"start": 1288.98, "end": 1289.22, "word": " تبع", "probability": 0.8522135416666666}, {"start": 1289.22, "end": 1289.32, "word": " ال", "probability": 0.80908203125}, {"start": 1289.32, "end": 1289.74, "word": " population", "probability": 0.986328125}, {"start": 1289.74, "end": 1290.22, "word": " تبعنا", "probability": 0.9677734375}, {"start": 1290.22, "end": 1290.8, "word": " ان", "probability": 0.63671875}, {"start": 1290.8, "end": 1291.1, "word": " والله", "probability": 0.6240234375}, {"start": 1291.1, "end": 1291.54, "word": " احنا", "probability": 0.9814453125}, {"start": 1291.54, "end": 1291.74, "word": " هيك", "probability": 0.916748046875}, {"start": 1291.74, "end": 1291.9, "word": " من", "probability": 0.99365234375}, {"start": 1291.9, "end": 1292.28, "word": " اتنين", "probability": 0.82916259765625}, {"start": 1292.28, "end": 1292.4, "word": " ال", "probability": 0.984375}, {"start": 1292.4, "end": 1292.74, "word": " parents", "probability": 0.8681640625}, {"start": 1292.74, "end": 1292.96, "word": " اللي", "probability": 0.935302734375}, {"start": 1292.96, "end": 1293.36, "word": " عملناهم", "probability": 0.7403564453125}, {"start": 1293.36, "end": 1293.92, "word": " selection", "probability": 0.88232421875}, {"start": 1293.92, "end": 1294.82, "word": " بنفس", "probability": 0.972412109375}, {"start": 1294.82, "end": 1295.1, "word": " القلية", "probability": 0.64599609375}, {"start": 1295.1, "end": 1295.6, "word": " السابقة", "probability": 0.9886067708333334}, {"start": 1295.6, "end": 1296.52, "word": " اخدنا", "probability": 0.882080078125}, {"start": 1296.52, "end": 1297.24, "word": " children", "probability": 0.92236328125}, {"start": 1297.24, "end": 1297.58, "word": " رقم", "probability": 0.9915364583333334}, {"start": 1297.58, "end": 1297.92, "word": " واحد", "probability": 0.977783203125}, {"start": 1297.92, "end": 1298.04, "word": " و", "probability": 0.97705078125}, {"start": 1298.04, "end": 1298.36, "word": " اتنين", "probability": 0.9632568359375}, {"start": 1298.36, "end": 1298.64, "word": " صار", "probability": 0.827392578125}, {"start": 1298.64, "end": 1298.8, "word": " عند", "probability": 0.9833984375}, {"start": 1298.8, "end": 1299.26, "word": " اتنين", "probability": 0.9822998046875}, {"start": 1299.26, "end": 1299.68, "word": " ل", "probability": 0.97021484375}, {"start": 1299.68, "end": 1299.84, "word": " ..", "probability": 0.3994140625}, {"start": 1299.84, "end": 1299.94, "word": " ل", "probability": 0.92919921875}, {"start": 1299.94, "end": 1300.2, "word": " new", "probability": 0.79296875}, {"start": 1300.2, "end": 1300.84, "word": " generation", "probability": 0.953125}, {"start": 1300.84, "end": 1301.14, "word": " هل", "probability": 0.97265625}, {"start": 1301.14, "end": 1301.22, "word": " هم", "probability": 0.839111328125}, {"start": 1301.22, "end": 1301.98, "word": " كافين؟", "probability": 0.823974609375}], "temperature": 1.0}, {"id": 59, "seek": 131794, "start": 1302.66, "end": 1317.94, "text": "معناته بدي اعرف جدش قيمة N هذه اللي هو عدد ال chromosomes في كل جيل لأ ماكملوش معناته بنعمل selection ل two parents اجداد و بنعمل نفس العملية كمان مرة تمام طيب هل بعد ما اخلص كله", "tokens": [2304, 3615, 8315, 47395, 4724, 16254, 1975, 3615, 28480, 10874, 3215, 8592, 12174, 32640, 3660, 426, 29538, 13672, 1829, 31439, 6225, 3215, 3215, 2423, 45228, 8978, 28242, 10874, 26895, 5296, 10721, 19446, 24793, 1211, 2407, 8592, 20449, 8315, 47395, 44945, 25957, 1211, 9450, 5296, 732, 3152, 1975, 7435, 3215, 18513, 4032, 44945, 25957, 1211, 8717, 36178, 18863, 42213, 10632, 9122, 2304, 7649, 3714, 25720, 46811, 10943, 23032, 1829, 3555, 8032, 1211, 39182, 19446, 1975, 9778, 1211, 9381, 28242, 3224], "avg_logprob": -0.22109375055879354, "compression_ratio": 1.5052083333333333, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1302.66, "end": 1303.06, "word": "معناته", "probability": 0.87841796875}, {"start": 1303.06, "end": 1303.26, "word": " بدي", "probability": 0.4237060546875}, {"start": 1303.26, "end": 1303.44, "word": " اعرف", "probability": 0.8986002604166666}, {"start": 1303.44, "end": 1303.74, "word": " جدش", "probability": 0.7718098958333334}, {"start": 1303.74, "end": 1304.22, "word": " قيمة", "probability": 0.9930013020833334}, {"start": 1304.22, "end": 1304.52, "word": " N", "probability": 0.63232421875}, {"start": 1304.52, "end": 1305.86, "word": " هذه", "probability": 0.0919189453125}, {"start": 1305.86, "end": 1306.34, "word": " اللي", "probability": 0.6376953125}, {"start": 1306.34, "end": 1306.48, "word": " هو", "probability": 0.87646484375}, {"start": 1306.48, "end": 1306.74, "word": " عدد", "probability": 0.8699544270833334}, {"start": 1306.74, "end": 1306.8, "word": " ال", "probability": 0.328125}, {"start": 1306.8, "end": 1307.14, "word": " chromosomes", "probability": 0.86376953125}, {"start": 1307.14, "end": 1307.36, "word": " في", "probability": 0.89208984375}, {"start": 1307.36, "end": 1307.54, "word": " كل", "probability": 0.97314453125}, {"start": 1307.54, "end": 1307.78, "word": " جيل", "probability": 0.976806640625}, {"start": 1307.78, "end": 1308.16, "word": " لأ", "probability": 0.684814453125}, {"start": 1308.16, "end": 1308.66, "word": " ماكملوش", "probability": 0.84736328125}, {"start": 1308.66, "end": 1308.94, "word": " معناته", "probability": 0.8253580729166666}, {"start": 1308.94, "end": 1309.2, "word": " بنعمل", "probability": 0.8313802083333334}, {"start": 1309.2, "end": 1309.58, "word": " selection", "probability": 0.9287109375}, {"start": 1309.58, "end": 1309.8, "word": " ل", "probability": 0.94189453125}, {"start": 1309.8, "end": 1310.24, "word": " two", "probability": 0.7373046875}, {"start": 1310.24, "end": 1310.68, "word": " parents", "probability": 0.787109375}, {"start": 1310.68, "end": 1311.4, "word": " اجداد", "probability": 0.8099365234375}, {"start": 1311.4, "end": 1311.52, "word": " و", "probability": 0.68017578125}, {"start": 1311.52, "end": 1311.84, "word": " بنعمل", "probability": 0.9436848958333334}, {"start": 1311.84, "end": 1312.02, "word": " نفس", "probability": 0.99560546875}, {"start": 1312.02, "end": 1312.4, "word": " العملية", "probability": 0.9645182291666666}, {"start": 1312.4, "end": 1312.66, "word": " كمان", "probability": 0.9182942708333334}, {"start": 1312.66, "end": 1312.94, "word": " مرة", "probability": 0.981689453125}, {"start": 1312.94, "end": 1314.24, "word": " تمام", "probability": 0.6785888671875}, {"start": 1314.24, "end": 1315.7, "word": " طيب", "probability": 0.8907877604166666}, {"start": 1315.7, "end": 1316.52, "word": " هل", "probability": 0.811767578125}, {"start": 1316.52, "end": 1316.82, "word": " بعد", "probability": 0.974609375}, {"start": 1316.82, "end": 1317.0, "word": " ما", "probability": 0.96484375}, {"start": 1317.0, "end": 1317.42, "word": " اخلص", "probability": 0.9200439453125}, {"start": 1317.42, "end": 1317.94, "word": " كله", "probability": 0.99267578125}], "temperature": 1.0}, {"id": 60, "seek": 133985, "start": 1318.83, "end": 1339.85, "text": "و أرجع أعمل إعادة عليه لـ mutation ممكن أو أنه في لحظتها مباشرة أعمل عملية ال mutation احتمالية ال mutation و قولنا ان هي احتمالية قليلة عادة واحد من مائة لواحد من الف نجي نعملها نطبقها فبقول أنا الآن بفحص child number one و أعمل randomization إذا والله طلع", "tokens": [2407, 5551, 47341, 3615, 5551, 25957, 1211, 11933, 3615, 18513, 3660, 47356, 5296, 39184, 27960, 3714, 43020, 34051, 14739, 3224, 8978, 5296, 5016, 19913, 2655, 11296, 3714, 3555, 33599, 25720, 5551, 25957, 1211, 6225, 42213, 10632, 2423, 27960, 1975, 33753, 2304, 6027, 10632, 2423, 27960, 4032, 12174, 12610, 8315, 16472, 39896, 1975, 33753, 2304, 6027, 10632, 12174, 20292, 37977, 6225, 18513, 3660, 36764, 24401, 9154, 3714, 16373, 3660, 5296, 14407, 24401, 9154, 27188, 8717, 7435, 1829, 8717, 25957, 1211, 11296, 8717, 9566, 3555, 4587, 11296, 6156, 3555, 39648, 41850, 6024, 48506, 4724, 5172, 5016, 9381, 1440, 1230, 472, 4032, 5551, 25957, 1211, 4974, 2144, 11933, 15730, 16070, 43761, 23032, 1211, 3615], "avg_logprob": -0.190848218676235, "compression_ratio": 1.7584745762711864, "no_speech_prob": 8.344650268554688e-07, "words": [{"start": 1318.83, "end": 1319.01, "word": "و", "probability": 0.54736328125}, {"start": 1319.01, "end": 1319.21, "word": " أرجع", "probability": 0.4571533203125}, {"start": 1319.21, "end": 1319.51, "word": " أعمل", "probability": 0.9563802083333334}, {"start": 1319.51, "end": 1319.91, "word": " إعادة", "probability": 0.9696044921875}, {"start": 1319.91, "end": 1320.25, "word": " عليه", "probability": 0.955078125}, {"start": 1320.25, "end": 1320.89, "word": " لـ", "probability": 0.619140625}, {"start": 1320.89, "end": 1321.39, "word": " mutation", "probability": 0.76806640625}, {"start": 1321.39, "end": 1321.99, "word": " ممكن", "probability": 0.97119140625}, {"start": 1321.99, "end": 1322.63, "word": " أو", "probability": 0.76416015625}, {"start": 1322.63, "end": 1322.91, "word": " أنه", "probability": 0.509765625}, {"start": 1322.91, "end": 1323.01, "word": " في", "probability": 0.916015625}, {"start": 1323.01, "end": 1323.59, "word": " لحظتها", "probability": 0.98837890625}, {"start": 1323.59, "end": 1324.41, "word": " مباشرة", "probability": 0.978515625}, {"start": 1324.41, "end": 1324.83, "word": " أعمل", "probability": 0.939453125}, {"start": 1324.83, "end": 1325.15, "word": " عملية", "probability": 0.8831380208333334}, {"start": 1325.15, "end": 1325.41, "word": " ال", "probability": 0.78564453125}, {"start": 1325.41, "end": 1326.55, "word": " mutation", "probability": 0.8193359375}, {"start": 1326.55, "end": 1327.35, "word": " احتمالية", "probability": 0.887109375}, {"start": 1327.35, "end": 1327.49, "word": " ال", "probability": 0.8203125}, {"start": 1327.49, "end": 1328.27, "word": " mutation", "probability": 0.982421875}, {"start": 1328.27, "end": 1328.63, "word": " و", "probability": 0.73876953125}, {"start": 1328.63, "end": 1328.85, "word": " قولنا", "probability": 0.767578125}, {"start": 1328.85, "end": 1328.93, "word": " ان", "probability": 0.315673828125}, {"start": 1328.93, "end": 1328.99, "word": " هي", "probability": 0.66943359375}, {"start": 1328.99, "end": 1329.37, "word": " احتمالية", "probability": 0.97177734375}, {"start": 1329.37, "end": 1329.79, "word": " قليلة", "probability": 0.9825846354166666}, {"start": 1329.79, "end": 1330.41, "word": " عادة", "probability": 0.98193359375}, {"start": 1330.41, "end": 1330.79, "word": " واحد", "probability": 0.754150390625}, {"start": 1330.79, "end": 1330.91, "word": " من", "probability": 0.9794921875}, {"start": 1330.91, "end": 1331.17, "word": " مائة", "probability": 0.7325032552083334}, {"start": 1331.17, "end": 1331.49, "word": " لواحد", "probability": 0.91552734375}, {"start": 1331.49, "end": 1331.63, "word": " من", "probability": 0.98974609375}, {"start": 1331.63, "end": 1331.89, "word": " الف", "probability": 0.6552734375}, {"start": 1331.89, "end": 1332.67, "word": " نجي", "probability": 0.7763671875}, {"start": 1332.67, "end": 1333.01, "word": " نعملها", "probability": 0.98828125}, {"start": 1333.01, "end": 1333.55, "word": " نطبقها", "probability": 0.9359375}, {"start": 1333.55, "end": 1334.35, "word": " فبقول", "probability": 0.9265950520833334}, {"start": 1334.35, "end": 1334.91, "word": " أنا", "probability": 0.57275390625}, {"start": 1334.91, "end": 1335.11, "word": " الآن", "probability": 0.5989990234375}, {"start": 1335.11, "end": 1335.59, "word": " بفحص", "probability": 0.95556640625}, {"start": 1335.59, "end": 1336.03, "word": " child", "probability": 0.81201171875}, {"start": 1336.03, "end": 1336.27, "word": " number", "probability": 0.92041015625}, {"start": 1336.27, "end": 1336.61, "word": " one", "probability": 0.89794921875}, {"start": 1336.61, "end": 1337.47, "word": " و", "probability": 0.6484375}, {"start": 1337.47, "end": 1337.63, "word": " أعمل", "probability": 0.94775390625}, {"start": 1337.63, "end": 1338.39, "word": " randomization", "probability": 0.8974609375}, {"start": 1338.39, "end": 1339.25, "word": " إذا", "probability": 0.838623046875}, {"start": 1339.25, "end": 1339.49, "word": " والله", "probability": 0.7069091796875}, {"start": 1339.49, "end": 1339.85, "word": " طلع", "probability": 0.9625651041666666}], "temperature": 1.0}, {"id": 61, "seek": 135750, "start": 1340.56, "end": 1357.5, "text": "رقم معين من الميت رقم اللي هو الأرقام من واحد لتسعة من واحد لمية او من صفر لتسعة وتسعين اقول والله تلاتين اذا طلعت تلاتين معناته ال chance كان واحد على مية طلع معناته لازم اعمل mutation هنا", "tokens": [2288, 4587, 2304, 20449, 9957, 9154, 9673, 36081, 12602, 4587, 2304, 13672, 1829, 31439, 16247, 2288, 4587, 10943, 9154, 36764, 24401, 5296, 2655, 3794, 27884, 9154, 36764, 24401, 5296, 2304, 10632, 1975, 2407, 9154, 20328, 5172, 2288, 5296, 2655, 3794, 27884, 34683, 3794, 3615, 9957, 1975, 39648, 16070, 43761, 6055, 1211, 9307, 9957, 1975, 15730, 23032, 1211, 34268, 6055, 1211, 9307, 9957, 20449, 8315, 47395, 2423, 2931, 25961, 36764, 24401, 15844, 3714, 10632, 23032, 1211, 3615, 20449, 8315, 47395, 5296, 31377, 2304, 1975, 25957, 1211, 27960, 34105], "avg_logprob": -0.16202059066431088, "compression_ratio": 1.8579545454545454, "no_speech_prob": 7.748603820800781e-07, "words": [{"start": 1340.56, "end": 1341.0, "word": "رقم", "probability": 0.97314453125}, {"start": 1341.0, "end": 1341.58, "word": " معين", "probability": 0.962646484375}, {"start": 1341.58, "end": 1342.08, "word": " من", "probability": 0.95458984375}, {"start": 1342.08, "end": 1342.4, "word": " الميت", "probability": 0.537841796875}, {"start": 1342.4, "end": 1343.12, "word": " رقم", "probability": 0.9073893229166666}, {"start": 1343.12, "end": 1343.38, "word": " اللي", "probability": 0.62939453125}, {"start": 1343.38, "end": 1343.56, "word": " هو", "probability": 0.96826171875}, {"start": 1343.56, "end": 1344.08, "word": " الأرقام", "probability": 0.9696044921875}, {"start": 1344.08, "end": 1344.26, "word": " من", "probability": 0.95947265625}, {"start": 1344.26, "end": 1345.04, "word": " واحد", "probability": 0.841064453125}, {"start": 1345.04, "end": 1345.76, "word": " لتسعة", "probability": 0.87890625}, {"start": 1345.76, "end": 1345.96, "word": " من", "probability": 0.5869140625}, {"start": 1345.96, "end": 1346.38, "word": " واحد", "probability": 0.98583984375}, {"start": 1346.38, "end": 1346.72, "word": " لمية", "probability": 0.85791015625}, {"start": 1346.72, "end": 1346.9, "word": " او", "probability": 0.7275390625}, {"start": 1346.9, "end": 1347.04, "word": " من", "probability": 0.96142578125}, {"start": 1347.04, "end": 1347.24, "word": " صفر", "probability": 0.9602864583333334}, {"start": 1347.24, "end": 1347.52, "word": " لتسعة", "probability": 0.9449462890625}, {"start": 1347.52, "end": 1347.96, "word": " وتسعين", "probability": 0.8984375}, {"start": 1347.96, "end": 1348.86, "word": " اقول", "probability": 0.850341796875}, {"start": 1348.86, "end": 1349.1, "word": " والله", "probability": 0.866455078125}, {"start": 1349.1, "end": 1349.7, "word": " تلاتين", "probability": 0.807373046875}, {"start": 1349.7, "end": 1351.26, "word": " اذا", "probability": 0.6348876953125}, {"start": 1351.26, "end": 1351.54, "word": " طلعت", "probability": 0.7964680989583334}, {"start": 1351.54, "end": 1352.12, "word": " تلاتين", "probability": 0.973388671875}, {"start": 1352.12, "end": 1353.16, "word": " معناته", "probability": 0.9278971354166666}, {"start": 1353.16, "end": 1353.26, "word": " ال", "probability": 0.66845703125}, {"start": 1353.26, "end": 1353.54, "word": " chance", "probability": 0.89794921875}, {"start": 1353.54, "end": 1353.76, "word": " كان", "probability": 0.98974609375}, {"start": 1353.76, "end": 1354.3, "word": " واحد", "probability": 0.94970703125}, {"start": 1354.3, "end": 1354.42, "word": " على", "probability": 0.4697265625}, {"start": 1354.42, "end": 1354.78, "word": " مية", "probability": 0.9384765625}, {"start": 1354.78, "end": 1355.76, "word": " طلع", "probability": 0.8966471354166666}, {"start": 1355.76, "end": 1356.42, "word": " معناته", "probability": 0.9137369791666666}, {"start": 1356.42, "end": 1356.68, "word": " لازم", "probability": 0.892578125}, {"start": 1356.68, "end": 1356.84, "word": " اعمل", "probability": 0.9375}, {"start": 1356.84, "end": 1357.22, "word": " mutation", "probability": 0.5556640625}, {"start": 1357.22, "end": 1357.5, "word": " هنا", "probability": 0.9892578125}], "temperature": 1.0}, {"id": 62, "seek": 138719, "start": 1358.81, "end": 1387.19, "text": "أو واحد من ألف معناه انت بتعمل generation لرقم من واحد لألف مثلا كويس فمعنا ذلك بقول هنا بتعمل ايش؟ بتعمل .. بتعمل mutation خليني اتوقع ال mutation جاي على .. اه خليني هنا يعني بدنا نعمل ال mutation عشان تكون واضحة معناه الان ال mutation هذا مابنفع اجي اعمل ال mutation لجين لحاله لأ انا باخد unit كاملة unit كاملة فمبدئيا", "tokens": [10721, 2407, 36764, 24401, 9154, 5551, 46538, 20449, 8315, 3224, 16472, 2655, 39894, 25957, 1211, 5125, 5296, 2288, 4587, 2304, 9154, 36764, 24401, 5296, 10721, 46538, 50113, 15040, 9122, 45865, 3794, 6156, 2304, 3615, 8315, 29910, 23275, 4724, 39648, 34105, 39894, 25957, 1211, 1975, 1829, 8592, 22807, 39894, 25957, 1211, 4386, 39894, 25957, 1211, 27960, 16490, 1211, 9957, 1829, 1975, 2655, 30543, 3615, 2423, 27960, 10874, 47302, 15844, 4386, 1975, 3224, 16490, 1211, 9957, 1829, 34105, 37495, 22653, 47525, 8315, 8717, 25957, 1211, 2423, 27960, 6225, 8592, 7649, 6055, 30544, 4032, 46958, 5016, 3660, 20449, 8315, 3224, 2423, 7649, 2423, 27960, 23758, 3714, 16758, 1863, 5172, 3615, 1975, 7435, 1829, 1975, 25957, 1211, 2423, 27960, 5296, 7435, 9957, 5296, 5016, 6027, 3224, 5296, 10721, 1975, 8315, 4724, 47283, 3215, 4985, 9122, 10943, 37977, 4985, 9122, 10943, 37977, 6156, 2304, 44510, 19986, 25528], "avg_logprob": -0.1883741294170593, "compression_ratio": 2.011583011583012, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1358.81, "end": 1359.07, "word": "أو", "probability": 0.890869140625}, {"start": 1359.07, "end": 1359.29, "word": " واحد", "probability": 0.89208984375}, {"start": 1359.29, "end": 1359.41, "word": " من", "probability": 0.99169921875}, {"start": 1359.41, "end": 1359.69, "word": " ألف", "probability": 0.7252197265625}, {"start": 1359.69, "end": 1359.93, "word": " معناه", "probability": 0.5077311197916666}, {"start": 1359.93, "end": 1360.03, "word": " انت", "probability": 0.634033203125}, {"start": 1360.03, "end": 1360.27, "word": " بتعمل", "probability": 0.8181966145833334}, {"start": 1360.27, "end": 1360.63, "word": " generation", "probability": 0.85400390625}, {"start": 1360.63, "end": 1361.01, "word": " لرقم", "probability": 0.82318115234375}, {"start": 1361.01, "end": 1361.13, "word": " من", "probability": 0.978515625}, {"start": 1361.13, "end": 1361.37, "word": " واحد", "probability": 0.953369140625}, {"start": 1361.37, "end": 1361.69, "word": " لألف", "probability": 0.8870442708333334}, {"start": 1361.69, "end": 1362.11, "word": " مثلا", "probability": 0.940673828125}, {"start": 1362.11, "end": 1363.09, "word": " كويس", "probability": 0.8810221354166666}, {"start": 1363.09, "end": 1363.85, "word": " فمعنا", "probability": 0.8084716796875}, {"start": 1363.85, "end": 1364.05, "word": " ذلك", "probability": 0.799072265625}, {"start": 1364.05, "end": 1364.29, "word": " بقول", "probability": 0.943603515625}, {"start": 1364.29, "end": 1364.45, "word": " هنا", "probability": 0.826171875}, {"start": 1364.45, "end": 1364.87, "word": " بتعمل", "probability": 0.7587076822916666}, {"start": 1364.87, "end": 1365.41, "word": " ايش؟", "probability": 0.63385009765625}, {"start": 1365.41, "end": 1366.19, "word": " بتعمل", "probability": 0.9269205729166666}, {"start": 1366.19, "end": 1366.33, "word": " ..", "probability": 0.52685546875}, {"start": 1366.33, "end": 1368.77, "word": " بتعمل", "probability": 0.76123046875}, {"start": 1368.77, "end": 1369.73, "word": " mutation", "probability": 0.623046875}, {"start": 1369.73, "end": 1370.79, "word": " خليني", "probability": 0.86865234375}, {"start": 1370.79, "end": 1371.17, "word": " اتوقع", "probability": 0.85345458984375}, {"start": 1371.17, "end": 1371.27, "word": " ال", "probability": 0.705078125}, {"start": 1371.27, "end": 1371.51, "word": " mutation", "probability": 0.98876953125}, {"start": 1371.51, "end": 1371.79, "word": " جاي", "probability": 0.846923828125}, {"start": 1371.79, "end": 1371.99, "word": " على", "probability": 0.8544921875}, {"start": 1371.99, "end": 1372.15, "word": " ..", "probability": 0.73681640625}, {"start": 1372.15, "end": 1372.33, "word": " اه", "probability": 0.89208984375}, {"start": 1372.33, "end": 1372.73, "word": " خليني", "probability": 0.873291015625}, {"start": 1372.73, "end": 1373.05, "word": " هنا", "probability": 0.9765625}, {"start": 1373.05, "end": 1373.51, "word": " يعني", "probability": 0.75390625}, {"start": 1373.51, "end": 1373.75, "word": " بدنا", "probability": 0.65625}, {"start": 1373.75, "end": 1373.97, "word": " نعمل", "probability": 0.9944661458333334}, {"start": 1373.97, "end": 1374.05, "word": " ال", "probability": 0.72705078125}, {"start": 1374.05, "end": 1374.45, "word": " mutation", "probability": 0.9970703125}, {"start": 1374.45, "end": 1375.47, "word": " عشان", "probability": 0.9407552083333334}, {"start": 1375.47, "end": 1375.69, "word": " تكون", "probability": 0.988525390625}, {"start": 1375.69, "end": 1376.03, "word": " واضحة", "probability": 0.97900390625}, {"start": 1376.03, "end": 1376.35, "word": " معناه", "probability": 0.935546875}, {"start": 1376.35, "end": 1376.87, "word": " الان", "probability": 0.5875244140625}, {"start": 1376.87, "end": 1377.33, "word": " ال", "probability": 0.85546875}, {"start": 1377.33, "end": 1377.83, "word": " mutation", "probability": 0.9951171875}, {"start": 1377.83, "end": 1378.35, "word": " هذا", "probability": 0.8427734375}, {"start": 1378.35, "end": 1379.81, "word": " مابنفع", "probability": 0.85}, {"start": 1379.81, "end": 1380.21, "word": " اجي", "probability": 0.9168294270833334}, {"start": 1380.21, "end": 1380.51, "word": " اعمل", "probability": 0.8968098958333334}, {"start": 1380.51, "end": 1380.61, "word": " ال", "probability": 0.95849609375}, {"start": 1380.61, "end": 1381.13, "word": " mutation", "probability": 0.9951171875}, {"start": 1381.13, "end": 1382.09, "word": " لجين", "probability": 0.91943359375}, {"start": 1382.09, "end": 1382.85, "word": " لحاله", "probability": 0.990234375}, {"start": 1382.85, "end": 1383.55, "word": " لأ", "probability": 0.934326171875}, {"start": 1383.55, "end": 1383.67, "word": " انا", "probability": 0.822021484375}, {"start": 1383.67, "end": 1383.99, "word": " باخد", "probability": 0.9796549479166666}, {"start": 1383.99, "end": 1384.35, "word": " unit", "probability": 0.9599609375}, {"start": 1384.35, "end": 1384.83, "word": " كاملة", "probability": 0.9884440104166666}, {"start": 1384.83, "end": 1385.87, "word": " unit", "probability": 0.94189453125}, {"start": 1385.87, "end": 1386.47, "word": " كاملة", "probability": 0.9973958333333334}, {"start": 1386.47, "end": 1387.19, "word": " فمبدئيا", "probability": 0.90322265625}], "temperature": 1.0}, {"id": 63, "seek": 140826, "start": 1388.12, "end": 1408.26, "text": "طلع انه في احتمالية الواحد من مية هذه true ل ال chromosome هذا يعني بدي اعمله mutation تمام اتفقنا بدي اعمل ال mutation وين اعمل ال mutation السؤال الأفضل ان اقول لأني unit اعمل ال mutation لأني unit فباشي بعمل برضه probability لواحد من سبعة", "tokens": [9566, 1211, 3615, 16472, 3224, 8978, 1975, 33753, 2304, 6027, 10632, 2423, 14407, 24401, 9154, 3714, 10632, 29538, 2074, 5296, 2423, 42896, 23758, 37495, 22653, 4724, 16254, 1975, 25957, 43761, 27960, 46811, 10943, 1975, 2655, 5172, 4587, 8315, 4724, 16254, 1975, 25957, 1211, 2423, 27960, 4032, 9957, 1975, 25957, 1211, 2423, 27960, 21136, 33604, 6027, 16247, 5172, 11242, 1211, 16472, 1975, 39648, 5296, 10721, 22653, 4985, 1975, 25957, 1211, 2423, 27960, 5296, 10721, 22653, 4985, 6156, 3555, 33599, 1829, 4724, 25957, 1211, 4724, 43042, 3224, 8482, 5296, 14407, 24401, 9154, 8608, 3555, 27884], "avg_logprob": -0.21110372847699105, "compression_ratio": 1.903061224489796, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1388.12, "end": 1388.46, "word": "طلع", "probability": 0.7012532552083334}, {"start": 1388.46, "end": 1388.76, "word": " انه", "probability": 0.569580078125}, {"start": 1388.76, "end": 1388.98, "word": " في", "probability": 0.91064453125}, {"start": 1388.98, "end": 1389.9, "word": " احتمالية", "probability": 0.9701171875}, {"start": 1389.9, "end": 1390.36, "word": " الواحد", "probability": 0.6806640625}, {"start": 1390.36, "end": 1390.62, "word": " من", "probability": 0.9833984375}, {"start": 1390.62, "end": 1391.02, "word": " مية", "probability": 0.77734375}, {"start": 1391.02, "end": 1391.42, "word": " هذه", "probability": 0.509765625}, {"start": 1391.42, "end": 1392.3, "word": " true", "probability": 0.87451171875}, {"start": 1392.3, "end": 1393.4, "word": " ل", "probability": 0.7978515625}, {"start": 1393.4, "end": 1394.28, "word": " ال", "probability": 0.41357421875}, {"start": 1394.28, "end": 1394.68, "word": " chromosome", "probability": 0.77978515625}, {"start": 1394.68, "end": 1395.06, "word": " هذا", "probability": 0.6826171875}, {"start": 1395.06, "end": 1395.5, "word": " يعني", "probability": 0.82421875}, {"start": 1395.5, "end": 1395.68, "word": " بدي", "probability": 0.5755615234375}, {"start": 1395.68, "end": 1395.92, "word": " اعمله", "probability": 0.8795572916666666}, {"start": 1395.92, "end": 1396.32, "word": " mutation", "probability": 0.9384765625}, {"start": 1396.32, "end": 1396.88, "word": " تمام", "probability": 0.924072265625}, {"start": 1396.88, "end": 1397.42, "word": " اتفقنا", "probability": 0.96005859375}, {"start": 1397.42, "end": 1397.8, "word": " بدي", "probability": 0.767333984375}, {"start": 1397.8, "end": 1398.04, "word": " اعمل", "probability": 0.7691243489583334}, {"start": 1398.04, "end": 1398.1, "word": " ال", "probability": 0.7646484375}, {"start": 1398.1, "end": 1398.4, "word": " mutation", "probability": 0.98974609375}, {"start": 1398.4, "end": 1398.7, "word": " وين", "probability": 0.677978515625}, {"start": 1398.7, "end": 1398.92, "word": " اعمل", "probability": 0.9527994791666666}, {"start": 1398.92, "end": 1399.0, "word": " ال", "probability": 0.96240234375}, {"start": 1399.0, "end": 1399.42, "word": " mutation", "probability": 0.99365234375}, {"start": 1399.42, "end": 1401.18, "word": " السؤال", "probability": 0.9109700520833334}, {"start": 1401.18, "end": 1402.22, "word": " الأفضل", "probability": 0.81842041015625}, {"start": 1402.22, "end": 1402.38, "word": " ان", "probability": 0.578125}, {"start": 1402.38, "end": 1402.6, "word": " اقول", "probability": 0.8125}, {"start": 1402.6, "end": 1402.98, "word": " لأني", "probability": 0.7265625}, {"start": 1402.98, "end": 1403.3, "word": " unit", "probability": 0.97509765625}, {"start": 1403.3, "end": 1403.62, "word": " اعمل", "probability": 0.9685872395833334}, {"start": 1403.62, "end": 1403.7, "word": " ال", "probability": 0.94677734375}, {"start": 1403.7, "end": 1404.1, "word": " mutation", "probability": 0.99072265625}, {"start": 1404.1, "end": 1405.28, "word": " لأني", "probability": 0.865234375}, {"start": 1405.28, "end": 1405.7, "word": " unit", "probability": 0.984375}, {"start": 1405.7, "end": 1406.08, "word": " فباشي", "probability": 0.6025390625}, {"start": 1406.08, "end": 1406.32, "word": " بعمل", "probability": 0.9498697916666666}, {"start": 1406.32, "end": 1406.64, "word": " برضه", "probability": 0.9334309895833334}, {"start": 1406.64, "end": 1407.14, "word": " probability", "probability": 0.94189453125}, {"start": 1407.14, "end": 1407.76, "word": " لواحد", "probability": 0.919921875}, {"start": 1407.76, "end": 1407.9, "word": " من", "probability": 0.99462890625}, {"start": 1407.9, "end": 1408.26, "word": " سبعة", "probability": 0.9287109375}], "temperature": 1.0}, {"id": 64, "seek": 142888, "start": 1408.94, "end": 1428.88, "text": "طلعت تلاتة فإذا بقول هنا بده اعمل mutation بدنا نعمل هنا mutation طيب ال mutation اللي بده اعمله هنا مش زي السابق مجرد صفر اجلبه واحد او واحد اجلبه صفر لإنه مش منطقي اطلاقا مش منطقى ان اقول والله هيها دي صفر اجلبها واحد صارت صفر واحد واحد صفر يعني صار بدي اتنين", "tokens": [9566, 1211, 34268, 6055, 1211, 9307, 3660, 6156, 28814, 15730, 4724, 39648, 34105, 47525, 3224, 1975, 25957, 1211, 27960, 47525, 8315, 8717, 25957, 1211, 34105, 27960, 23032, 1829, 3555, 2423, 27960, 13672, 1829, 47525, 3224, 1975, 25957, 43761, 34105, 37893, 30767, 1829, 21136, 16758, 4587, 3714, 7435, 2288, 3215, 20328, 5172, 2288, 1975, 7435, 46152, 3224, 36764, 24401, 1975, 2407, 36764, 24401, 1975, 7435, 46152, 3224, 20328, 5172, 2288, 5296, 28814, 1863, 3224, 37893, 9154, 9566, 38436, 1975, 9566, 15040, 4587, 995, 37893, 9154, 9566, 4587, 7578, 16472, 1975, 39648, 16070, 43761, 39896, 11296, 11778, 1829, 20328, 5172, 2288, 1975, 7435, 46152, 11296, 36764, 24401, 20328, 9640, 2655, 20328, 5172, 2288, 36764, 24401, 36764, 24401, 20328, 5172, 2288, 37495, 22653, 20328, 9640, 4724, 16254, 1975, 2655, 1863, 9957], "avg_logprob": -0.13541666666666666, "compression_ratio": 2.1037735849056602, "no_speech_prob": 1.4901161193847656e-06, "words": [{"start": 1408.94, "end": 1409.26, "word": "طلعت", "probability": 0.6466471354166666}, {"start": 1409.26, "end": 1409.74, "word": " تلاتة", "probability": 0.888671875}, {"start": 1409.74, "end": 1410.04, "word": " فإذا", "probability": 0.7311197916666666}, {"start": 1410.04, "end": 1410.28, "word": " بقول", "probability": 0.902099609375}, {"start": 1410.28, "end": 1410.44, "word": " هنا", "probability": 0.96044921875}, {"start": 1410.44, "end": 1410.68, "word": " بده", "probability": 0.5224609375}, {"start": 1410.68, "end": 1410.92, "word": " اعمل", "probability": 0.8670247395833334}, {"start": 1410.92, "end": 1411.68, "word": " mutation", "probability": 0.9228515625}, {"start": 1411.68, "end": 1412.46, "word": " بدنا", "probability": 0.748779296875}, {"start": 1412.46, "end": 1412.72, "word": " نعمل", "probability": 0.9923502604166666}, {"start": 1412.72, "end": 1412.88, "word": " هنا", "probability": 0.9296875}, {"start": 1412.88, "end": 1413.3, "word": " mutation", "probability": 0.9189453125}, {"start": 1413.3, "end": 1414.24, "word": " طيب", "probability": 0.90478515625}, {"start": 1414.24, "end": 1414.58, "word": " ال", "probability": 0.75537109375}, {"start": 1414.58, "end": 1414.92, "word": " mutation", "probability": 0.962890625}, {"start": 1414.92, "end": 1415.04, "word": " اللي", "probability": 0.931884765625}, {"start": 1415.04, "end": 1415.24, "word": " بده", "probability": 0.898681640625}, {"start": 1415.24, "end": 1415.46, "word": " اعمله", "probability": 0.80126953125}, {"start": 1415.46, "end": 1415.76, "word": " هنا", "probability": 0.93798828125}, {"start": 1415.76, "end": 1416.42, "word": " مش", "probability": 0.9560546875}, {"start": 1416.42, "end": 1416.7, "word": " زي", "probability": 0.969970703125}, {"start": 1416.7, "end": 1417.32, "word": " السابق", "probability": 0.9943033854166666}, {"start": 1417.32, "end": 1417.8, "word": " مجرد", "probability": 0.9825439453125}, {"start": 1417.8, "end": 1418.24, "word": " صفر", "probability": 0.9339192708333334}, {"start": 1418.24, "end": 1418.9, "word": " اجلبه", "probability": 0.9290771484375}, {"start": 1418.9, "end": 1419.14, "word": " واحد", "probability": 0.97021484375}, {"start": 1419.14, "end": 1419.32, "word": " او", "probability": 0.85693359375}, {"start": 1419.32, "end": 1419.5, "word": " واحد", "probability": 0.991943359375}, {"start": 1419.5, "end": 1419.82, "word": " اجلبه", "probability": 0.9815673828125}, {"start": 1419.82, "end": 1420.16, "word": " صفر", "probability": 0.98828125}, {"start": 1420.16, "end": 1420.7, "word": " لإنه", "probability": 0.8438720703125}, {"start": 1420.7, "end": 1420.82, "word": " مش", "probability": 0.98046875}, {"start": 1420.82, "end": 1421.28, "word": " منطقي", "probability": 0.9318033854166666}, {"start": 1421.28, "end": 1422.44, "word": " اطلاقا", "probability": 0.85263671875}, {"start": 1422.44, "end": 1422.58, "word": " مش", "probability": 0.97314453125}, {"start": 1422.58, "end": 1422.92, "word": " منطقى", "probability": 0.8070068359375}, {"start": 1422.92, "end": 1423.0, "word": " ان", "probability": 0.5439453125}, {"start": 1423.0, "end": 1423.22, "word": " اقول", "probability": 0.897705078125}, {"start": 1423.22, "end": 1423.42, "word": " والله", "probability": 0.7041015625}, {"start": 1423.42, "end": 1423.72, "word": " هيها", "probability": 0.63623046875}, {"start": 1423.72, "end": 1423.82, "word": " دي", "probability": 0.923828125}, {"start": 1423.82, "end": 1424.54, "word": " صفر", "probability": 0.9894205729166666}, {"start": 1424.54, "end": 1425.06, "word": " اجلبها", "probability": 0.929443359375}, {"start": 1425.06, "end": 1425.38, "word": " واحد", "probability": 0.9931640625}, {"start": 1425.38, "end": 1425.72, "word": " صارت", "probability": 0.96923828125}, {"start": 1425.72, "end": 1426.0, "word": " صفر", "probability": 0.9070638020833334}, {"start": 1426.0, "end": 1426.28, "word": " واحد", "probability": 0.931396484375}, {"start": 1426.28, "end": 1426.72, "word": " واحد", "probability": 0.97412109375}, {"start": 1426.72, "end": 1427.52, "word": " صفر", "probability": 0.9697265625}, {"start": 1427.52, "end": 1427.86, "word": " يعني", "probability": 0.96875}, {"start": 1427.86, "end": 1428.1, "word": " صار", "probability": 0.946533203125}, {"start": 1428.1, "end": 1428.34, "word": " بدي", "probability": 0.674072265625}, {"start": 1428.34, "end": 1428.88, "word": " اتنين", "probability": 0.969970703125}], "temperature": 1.0}, {"id": 65, "seek": 144590, "start": 1429.86, "end": 1445.9, "text": "intervals عشان اعمل صيانة لل unit تلاتة طب ال unit تلاتة مش محتاجة ل interval واحدة ليش انتوا حاطيتها اتنين عشان هيك ايش اللي بتحصل هنا اللي بتحصل كتالي مدام انا بدأ اعمل ال mutation بشوف جدش ال possibilities الممكنة لل unit تلاتة", "tokens": [5106, 19778, 6225, 8592, 7649, 1975, 25957, 1211, 20328, 1829, 7649, 3660, 24976, 4985, 6055, 1211, 9307, 3660, 23032, 3555, 2423, 4985, 6055, 1211, 9307, 3660, 37893, 3714, 33753, 26108, 3660, 5296, 15035, 36764, 24401, 3660, 32239, 8592, 16472, 2655, 14407, 11331, 41193, 36081, 11296, 1975, 2655, 1863, 9957, 6225, 8592, 7649, 39896, 4117, 1975, 1829, 8592, 13672, 1829, 39894, 5016, 36520, 34105, 13672, 1829, 39894, 5016, 36520, 9122, 2655, 6027, 1829, 3714, 3215, 10943, 1975, 8315, 47525, 10721, 1975, 25957, 1211, 2423, 27960, 4724, 8592, 38688, 10874, 3215, 8592, 2423, 12178, 9673, 43020, 3660, 24976, 4985, 6055, 1211, 9307, 3660], "avg_logprob": -0.2081801431143985, "compression_ratio": 1.8217821782178218, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 1429.86, "end": 1430.58, "word": "intervals", "probability": 0.5614013671875}, {"start": 1430.58, "end": 1431.06, "word": " عشان", "probability": 0.9423828125}, {"start": 1431.06, "end": 1431.28, "word": " اعمل", "probability": 0.8631184895833334}, {"start": 1431.28, "end": 1432.04, "word": " صيانة", "probability": 0.9683837890625}, {"start": 1432.04, "end": 1432.46, "word": " لل", "probability": 0.6708984375}, {"start": 1432.46, "end": 1432.64, "word": " unit", "probability": 0.880859375}, {"start": 1432.64, "end": 1433.16, "word": " تلاتة", "probability": 0.75146484375}, {"start": 1433.16, "end": 1433.5, "word": " طب", "probability": 0.6265869140625}, {"start": 1433.5, "end": 1433.58, "word": " ال", "probability": 0.89892578125}, {"start": 1433.58, "end": 1433.74, "word": " unit", "probability": 0.98388671875}, {"start": 1433.74, "end": 1434.1, "word": " تلاتة", "probability": 0.943359375}, {"start": 1434.1, "end": 1434.22, "word": " مش", "probability": 0.97998046875}, {"start": 1434.22, "end": 1434.6, "word": " محتاجة", "probability": 0.9708251953125}, {"start": 1434.6, "end": 1434.68, "word": " ل", "probability": 0.1854248046875}, {"start": 1434.68, "end": 1434.98, "word": " interval", "probability": 0.5654296875}, {"start": 1434.98, "end": 1435.74, "word": " واحدة", "probability": 0.9768880208333334}, {"start": 1435.74, "end": 1436.06, "word": " ليش", "probability": 0.793701171875}, {"start": 1436.06, "end": 1436.3, "word": " انتوا", "probability": 0.722412109375}, {"start": 1436.3, "end": 1436.62, "word": " حاطيتها", "probability": 0.8828125}, {"start": 1436.62, "end": 1436.98, "word": " اتنين", "probability": 0.9617919921875}, {"start": 1436.98, "end": 1437.82, "word": " عشان", "probability": 0.9088541666666666}, {"start": 1437.82, "end": 1438.0, "word": " هيك", "probability": 0.933837890625}, {"start": 1438.0, "end": 1438.1, "word": " ايش", "probability": 0.8494466145833334}, {"start": 1438.1, "end": 1438.16, "word": " اللي", "probability": 0.9765625}, {"start": 1438.16, "end": 1438.52, "word": " بتحصل", "probability": 0.6260579427083334}, {"start": 1438.52, "end": 1438.82, "word": " هنا", "probability": 0.97021484375}, {"start": 1438.82, "end": 1439.22, "word": " اللي", "probability": 0.900390625}, {"start": 1439.22, "end": 1439.52, "word": " بتحصل", "probability": 0.9703776041666666}, {"start": 1439.52, "end": 1440.06, "word": " كتالي", "probability": 0.83056640625}, {"start": 1440.06, "end": 1440.52, "word": " مدام", "probability": 0.8255208333333334}, {"start": 1440.52, "end": 1440.62, "word": " انا", "probability": 0.4300537109375}, {"start": 1440.62, "end": 1440.66, "word": " بدأ", "probability": 0.4088134765625}, {"start": 1440.66, "end": 1440.82, "word": " اعمل", "probability": 0.9720052083333334}, {"start": 1440.82, "end": 1440.9, "word": " ال", "probability": 0.6796875}, {"start": 1440.9, "end": 1441.34, "word": " mutation", "probability": 0.97412109375}, {"start": 1441.34, "end": 1441.96, "word": " بشوف", "probability": 0.9527994791666666}, {"start": 1441.96, "end": 1442.34, "word": " جدش", "probability": 0.65576171875}, {"start": 1442.34, "end": 1442.74, "word": " ال", "probability": 0.87890625}, {"start": 1442.74, "end": 1443.46, "word": " possibilities", "probability": 0.9453125}, {"start": 1443.46, "end": 1444.32, "word": " الممكنة", "probability": 0.9410807291666666}, {"start": 1444.32, "end": 1444.72, "word": " لل", "probability": 0.81005859375}, {"start": 1444.72, "end": 1445.04, "word": " unit", "probability": 0.9873046875}, {"start": 1445.04, "end": 1445.9, "word": " تلاتة", "probability": 0.9814453125}], "temperature": 1.0}, {"id": 66, "seek": 147378, "start": 1446.66, "end": 1473.78, "text": "اليون التلاتة كانت لها أربعة possibilities أما في ال interval الأولى أو التانية أو التالتة أو الرابعة تمام؟ تمام طيب أنا هنا في ال interval رقم اتنين معناه ذلك بستبعد اتنين و بعمل احتمالية من واحد لتلاتة او من واحد تلاتة أربعة و بستثني لتنين بطلّعلي يا واحد يا تلاتة يا أربعة بحيث انه نفترض طلعلي أربعة فإذا بشيل الاتنين", "tokens": [6027, 1829, 11536, 16712, 1211, 9307, 3660, 25961, 2655, 5296, 11296, 5551, 25513, 27884, 12178, 5551, 15042, 8978, 2423, 15035, 16247, 12610, 7578, 34051, 16712, 7649, 10632, 34051, 16712, 6027, 2655, 3660, 34051, 34892, 16758, 27884, 46811, 10943, 22807, 46811, 10943, 23032, 1829, 3555, 41850, 34105, 8978, 2423, 15035, 12602, 4587, 2304, 1975, 2655, 1863, 9957, 20449, 8315, 3224, 29910, 23275, 4724, 14851, 3555, 22488, 1975, 2655, 1863, 9957, 4032, 4724, 25957, 1211, 1975, 33753, 2304, 6027, 10632, 9154, 36764, 24401, 5296, 2655, 1211, 9307, 3660, 1975, 2407, 9154, 36764, 24401, 6055, 1211, 9307, 3660, 5551, 25513, 27884, 4032, 4724, 14851, 12984, 22653, 5296, 2655, 1863, 9957, 4724, 9566, 1211, 11703, 3615, 20292, 35186, 36764, 24401, 35186, 6055, 1211, 9307, 3660, 35186, 5551, 25513, 27884, 4724, 5016, 1829, 12984, 16472, 3224, 8717, 5172, 2655, 43042, 23032, 1211, 3615, 20292, 5551, 25513, 27884, 6156, 28814, 15730, 4724, 8592, 26895, 2423, 9307, 1863, 9957], "avg_logprob": -0.1874999953251259, "compression_ratio": 2.075187969924812, "no_speech_prob": 0.0, "words": [{"start": 1446.66, "end": 1447.0, "word": "اليون", "probability": 0.4784342447916667}, {"start": 1447.0, "end": 1447.34, "word": " التلاتة", "probability": 0.79296875}, {"start": 1447.34, "end": 1447.52, "word": " كانت", "probability": 0.7325439453125}, {"start": 1447.52, "end": 1447.64, "word": " لها", "probability": 0.5240478515625}, {"start": 1447.64, "end": 1447.9, "word": " أربعة", "probability": 0.8107096354166666}, {"start": 1447.9, "end": 1449.9, "word": " possibilities", "probability": 0.82568359375}, {"start": 1449.9, "end": 1451.06, "word": " أما", "probability": 0.662841796875}, {"start": 1451.06, "end": 1451.68, "word": " في", "probability": 0.9326171875}, {"start": 1451.68, "end": 1451.72, "word": " ال", "probability": 0.96533203125}, {"start": 1451.72, "end": 1452.0, "word": " interval", "probability": 0.56005859375}, {"start": 1452.0, "end": 1452.56, "word": " الأولى", "probability": 0.9571940104166666}, {"start": 1452.56, "end": 1453.12, "word": " أو", "probability": 0.9267578125}, {"start": 1453.12, "end": 1453.56, "word": " التانية", "probability": 0.9402669270833334}, {"start": 1453.56, "end": 1453.74, "word": " أو", "probability": 0.96337890625}, {"start": 1453.74, "end": 1454.12, "word": " التالتة", "probability": 0.9664306640625}, {"start": 1454.12, "end": 1454.26, "word": " أو", "probability": 0.97021484375}, {"start": 1454.26, "end": 1454.7, "word": " الرابعة", "probability": 0.98095703125}, {"start": 1454.7, "end": 1455.28, "word": " تمام؟", "probability": 0.599609375}, {"start": 1455.28, "end": 1455.6, "word": " تمام", "probability": 0.88232421875}, {"start": 1455.6, "end": 1456.06, "word": " طيب", "probability": 0.869140625}, {"start": 1456.06, "end": 1456.36, "word": " أنا", "probability": 0.68310546875}, {"start": 1456.36, "end": 1456.6, "word": " هنا", "probability": 0.9755859375}, {"start": 1456.6, "end": 1456.8, "word": " في", "probability": 0.91943359375}, {"start": 1456.8, "end": 1456.88, "word": " ال", "probability": 0.97802734375}, {"start": 1456.88, "end": 1457.16, "word": " interval", "probability": 0.94189453125}, {"start": 1457.16, "end": 1457.46, "word": " رقم", "probability": 0.90087890625}, {"start": 1457.46, "end": 1457.82, "word": " اتنين", "probability": 0.9068603515625}, {"start": 1457.82, "end": 1458.88, "word": " معناه", "probability": 0.7265625}, {"start": 1458.88, "end": 1459.02, "word": " ذلك", "probability": 0.985107421875}, {"start": 1459.02, "end": 1459.46, "word": " بستبعد", "probability": 0.9249267578125}, {"start": 1459.46, "end": 1459.88, "word": " اتنين", "probability": 0.964599609375}, {"start": 1459.88, "end": 1460.24, "word": " و", "probability": 0.619140625}, {"start": 1460.24, "end": 1460.52, "word": " بعمل", "probability": 0.9226888020833334}, {"start": 1460.52, "end": 1460.96, "word": " احتمالية", "probability": 0.9751953125}, {"start": 1460.96, "end": 1461.08, "word": " من", "probability": 0.98828125}, {"start": 1461.08, "end": 1461.3, "word": " واحد", "probability": 0.9814453125}, {"start": 1461.3, "end": 1462.6, "word": " لتلاتة", "probability": 0.943359375}, {"start": 1462.6, "end": 1463.1, "word": " او", "probability": 0.77099609375}, {"start": 1463.1, "end": 1463.36, "word": " من", "probability": 0.98779296875}, {"start": 1463.36, "end": 1463.86, "word": " واحد", "probability": 0.9814453125}, {"start": 1463.86, "end": 1465.3, "word": " تلاتة", "probability": 0.908203125}, {"start": 1465.3, "end": 1465.74, "word": " أربعة", "probability": 0.8767903645833334}, {"start": 1465.74, "end": 1466.02, "word": " و", "probability": 0.619140625}, {"start": 1466.02, "end": 1466.54, "word": " بستثني", "probability": 0.8609619140625}, {"start": 1466.54, "end": 1467.2, "word": " لتنين", "probability": 0.7720947265625}, {"start": 1467.2, "end": 1468.12, "word": " بطلّعلي", "probability": 0.6463623046875}, {"start": 1468.12, "end": 1468.22, "word": " يا", "probability": 0.59375}, {"start": 1468.22, "end": 1468.42, "word": " واحد", "probability": 0.97216796875}, {"start": 1468.42, "end": 1468.54, "word": " يا", "probability": 0.9072265625}, {"start": 1468.54, "end": 1468.86, "word": " تلاتة", "probability": 0.9652099609375}, {"start": 1468.86, "end": 1468.96, "word": " يا", "probability": 0.9521484375}, {"start": 1468.96, "end": 1469.34, "word": " أربعة", "probability": 0.9207356770833334}, {"start": 1469.34, "end": 1470.44, "word": " بحيث", "probability": 0.98095703125}, {"start": 1470.44, "end": 1470.8, "word": " انه", "probability": 0.73876953125}, {"start": 1470.8, "end": 1471.3, "word": " نفترض", "probability": 0.912353515625}, {"start": 1471.3, "end": 1471.76, "word": " طلعلي", "probability": 0.80712890625}, {"start": 1471.76, "end": 1472.16, "word": " أربعة", "probability": 0.94287109375}, {"start": 1472.16, "end": 1472.54, "word": " فإذا", "probability": 0.8878580729166666}, {"start": 1472.54, "end": 1473.12, "word": " بشيل", "probability": 0.9679361979166666}, {"start": 1473.12, "end": 1473.78, "word": " الاتنين", "probability": 0.76226806640625}], "temperature": 1.0}, {"id": 67, "seek": 149760, "start": 1474.82, "end": 1497.6, "text": "وبحط مكانها الأربعة اللي هو ال interval يكون في ال unit رقم أربعة هيك صار في mutation عملنا mutation بس mutation صحيحة مش mutation تطلع لنتائج خطأ مش تطلع لنتائج خطأ عشان هيك مهم جدا عملت ال specification من الأول لل problem أكون أنا فاهم لو problem تبعتي كيف شكلها كيف بدنا نعمله ل scheduling بالظبط", "tokens": [37746, 5016, 9566, 3714, 41361, 11296, 16247, 25513, 27884, 13672, 1829, 31439, 2423, 15035, 7251, 30544, 8978, 2423, 4985, 12602, 4587, 2304, 5551, 25513, 27884, 39896, 4117, 20328, 9640, 8978, 27960, 6225, 42213, 8315, 27960, 4724, 3794, 27960, 20328, 5016, 1829, 5016, 3660, 37893, 27960, 6055, 9566, 1211, 3615, 5296, 29399, 16373, 7435, 16490, 9566, 10721, 37893, 6055, 9566, 1211, 3615, 5296, 29399, 16373, 7435, 16490, 9566, 10721, 6225, 8592, 7649, 39896, 4117, 3714, 16095, 10874, 28259, 6225, 42213, 2655, 2423, 31256, 9154, 16247, 12610, 24976, 1154, 5551, 30544, 41850, 6156, 995, 16095, 45164, 1154, 6055, 3555, 34268, 1829, 9122, 33911, 13412, 28820, 11296, 9122, 33911, 47525, 8315, 8717, 25957, 43761, 5296, 29055, 20666, 19913, 3555, 9566], "avg_logprob": -0.1571769038751974, "compression_ratio": 1.7846153846153847, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 1474.82, "end": 1475.26, "word": "وبحط", "probability": 0.8544921875}, {"start": 1475.26, "end": 1475.62, "word": " مكانها", "probability": 0.99169921875}, {"start": 1475.62, "end": 1476.06, "word": " الأربعة", "probability": 0.8385416666666666}, {"start": 1476.06, "end": 1477.02, "word": " اللي", "probability": 0.8134765625}, {"start": 1477.02, "end": 1477.2, "word": " هو", "probability": 0.97021484375}, {"start": 1477.2, "end": 1477.4, "word": " ال", "probability": 0.9609375}, {"start": 1477.4, "end": 1477.68, "word": " interval", "probability": 0.70263671875}, {"start": 1477.68, "end": 1477.92, "word": " يكون", "probability": 0.7861328125}, {"start": 1477.92, "end": 1478.02, "word": " في", "probability": 0.92822265625}, {"start": 1478.02, "end": 1478.08, "word": " ال", "probability": 0.95166015625}, {"start": 1478.08, "end": 1478.24, "word": " unit", "probability": 0.97900390625}, {"start": 1478.24, "end": 1478.5, "word": " رقم", "probability": 0.94775390625}, {"start": 1478.5, "end": 1478.9, "word": " أربعة", "probability": 0.8450520833333334}, {"start": 1478.9, "end": 1479.9, "word": " هيك", "probability": 0.560302734375}, {"start": 1479.9, "end": 1480.14, "word": " صار", "probability": 0.91748046875}, {"start": 1480.14, "end": 1480.3, "word": " في", "probability": 0.8818359375}, {"start": 1480.3, "end": 1480.94, "word": " mutation", "probability": 0.86767578125}, {"start": 1480.94, "end": 1481.44, "word": " عملنا", "probability": 0.6848551432291666}, {"start": 1481.44, "end": 1481.96, "word": " mutation", "probability": 0.9775390625}, {"start": 1481.96, "end": 1482.44, "word": " بس", "probability": 0.9755859375}, {"start": 1482.44, "end": 1482.96, "word": " mutation", "probability": 0.90966796875}, {"start": 1482.96, "end": 1484.14, "word": " صحيحة", "probability": 0.98203125}, {"start": 1484.14, "end": 1484.6, "word": " مش", "probability": 0.9287109375}, {"start": 1484.6, "end": 1485.34, "word": " mutation", "probability": 0.6494140625}, {"start": 1485.34, "end": 1485.8, "word": " تطلع", "probability": 0.9227294921875}, {"start": 1485.8, "end": 1486.44, "word": " لنتائج", "probability": 0.9588623046875}, {"start": 1486.44, "end": 1486.86, "word": " خطأ", "probability": 0.951171875}, {"start": 1486.86, "end": 1487.24, "word": " مش", "probability": 0.853515625}, {"start": 1487.24, "end": 1487.62, "word": " تطلع", "probability": 0.9803466796875}, {"start": 1487.62, "end": 1488.18, "word": " لنتائج", "probability": 0.98291015625}, {"start": 1488.18, "end": 1488.7, "word": " خطأ", "probability": 0.9934895833333334}, {"start": 1488.7, "end": 1488.94, "word": " عشان", "probability": 0.9505208333333334}, {"start": 1488.94, "end": 1489.14, "word": " هيك", "probability": 0.975341796875}, {"start": 1489.14, "end": 1489.98, "word": " مهم", "probability": 0.958251953125}, {"start": 1489.98, "end": 1490.36, "word": " جدا", "probability": 0.987548828125}, {"start": 1490.36, "end": 1490.96, "word": " عملت", "probability": 0.8736979166666666}, {"start": 1490.96, "end": 1491.04, "word": " ال", "probability": 0.34765625}, {"start": 1491.04, "end": 1491.56, "word": " specification", "probability": 0.98046875}, {"start": 1491.56, "end": 1491.82, "word": " من", "probability": 0.99267578125}, {"start": 1491.82, "end": 1492.22, "word": " الأول", "probability": 0.98828125}, {"start": 1492.22, "end": 1492.44, "word": " لل", "probability": 0.389892578125}, {"start": 1492.44, "end": 1492.9, "word": " problem", "probability": 0.8759765625}, {"start": 1492.9, "end": 1493.36, "word": " أكون", "probability": 0.837646484375}, {"start": 1493.36, "end": 1493.5, "word": " أنا", "probability": 0.6318359375}, {"start": 1493.5, "end": 1493.74, "word": " فاهم", "probability": 0.97900390625}, {"start": 1493.74, "end": 1493.86, "word": " لو", "probability": 0.87451171875}, {"start": 1493.86, "end": 1494.12, "word": " problem", "probability": 0.59033203125}, {"start": 1494.12, "end": 1494.62, "word": " تبعتي", "probability": 0.799072265625}, {"start": 1494.62, "end": 1494.82, "word": " كيف", "probability": 0.919921875}, {"start": 1494.82, "end": 1495.28, "word": " شكلها", "probability": 0.9775390625}, {"start": 1495.28, "end": 1495.86, "word": " كيف", "probability": 0.8984375}, {"start": 1495.86, "end": 1496.02, "word": " بدنا", "probability": 0.556884765625}, {"start": 1496.02, "end": 1496.3, "word": " نعمله", "probability": 0.7784830729166666}, {"start": 1496.3, "end": 1496.44, "word": " ل", "probability": 0.439208984375}, {"start": 1496.44, "end": 1496.82, "word": " scheduling", "probability": 0.8291015625}, {"start": 1496.82, "end": 1497.6, "word": " بالظبط", "probability": 0.9676513671875}], "temperature": 1.0}, {"id": 68, "seek": 152722, "start": 1498.46, "end": 1527.22, "text": "تمام هذا الكلام تكرر .. بنكرر فيه .. بنكرر فيه بحيث انه يكون في عنده خمسين generation تمام؟ الخمسين generation هدولة في كل generation في عندي عشرين chromosome فإذا ال size تبعه لل population تبعتنا هو عشرين chromosome و بنستمر بهذا الشكل و بنشوف ال performance تبعت ال fitness كيف تتحرك طيب إيش يعني ال performance ال fitness؟", "tokens": [39237, 10943, 23758, 2423, 28820, 10943, 6055, 37983, 2288, 4386, 44945, 37983, 2288, 8978, 3224, 4386, 44945, 37983, 2288, 8978, 3224, 4724, 5016, 1829, 12984, 16472, 3224, 7251, 30544, 8978, 43242, 3224, 16490, 2304, 3794, 9957, 5125, 46811, 10943, 22807, 33962, 2304, 3794, 9957, 5125, 8032, 3215, 12610, 3660, 8978, 28242, 5125, 8978, 18871, 16254, 6225, 46309, 9957, 42896, 6156, 28814, 15730, 2423, 2744, 6055, 3555, 3615, 3224, 24976, 4415, 6055, 3555, 34268, 8315, 31439, 6225, 46309, 9957, 42896, 4032, 44945, 14851, 29973, 39627, 15730, 25124, 28820, 4032, 44945, 8592, 38688, 2423, 3389, 6055, 3555, 34268, 2423, 15303, 9122, 33911, 6055, 2655, 5016, 31747, 23032, 1829, 3555, 11933, 1829, 8592, 37495, 22653, 2423, 3389, 2423, 15303, 22807], "avg_logprob": -0.1743908951343116, "compression_ratio": 1.9407114624505928, "no_speech_prob": 0.0, "words": [{"start": 1498.46, "end": 1498.92, "word": "تمام", "probability": 0.6927490234375}, {"start": 1498.92, "end": 1499.54, "word": " هذا", "probability": 0.6884765625}, {"start": 1499.54, "end": 1500.04, "word": " الكلام", "probability": 0.9431966145833334}, {"start": 1500.04, "end": 1501.24, "word": " تكرر", "probability": 0.90283203125}, {"start": 1501.24, "end": 1501.5, "word": " ..", "probability": 0.28857421875}, {"start": 1501.5, "end": 1503.04, "word": " بنكرر", "probability": 0.5904947916666666}, {"start": 1503.04, "end": 1503.3, "word": " فيه", "probability": 0.974365234375}, {"start": 1503.3, "end": 1503.46, "word": " ..", "probability": 0.61279296875}, {"start": 1503.46, "end": 1503.98, "word": " بنكرر", "probability": 0.7960611979166666}, {"start": 1503.98, "end": 1504.48, "word": " فيه", "probability": 0.978515625}, {"start": 1504.48, "end": 1505.38, "word": " بحيث", "probability": 0.9451904296875}, {"start": 1505.38, "end": 1505.66, "word": " انه", "probability": 0.69970703125}, {"start": 1505.66, "end": 1505.92, "word": " يكون", "probability": 0.979736328125}, {"start": 1505.92, "end": 1506.12, "word": " في", "probability": 0.912109375}, {"start": 1506.12, "end": 1507.12, "word": " عنده", "probability": 0.74072265625}, {"start": 1507.12, "end": 1507.68, "word": " خمسين", "probability": 0.9244384765625}, {"start": 1507.68, "end": 1508.16, "word": " generation", "probability": 0.73291015625}, {"start": 1508.16, "end": 1509.38, "word": " تمام؟", "probability": 0.791015625}, {"start": 1509.38, "end": 1509.76, "word": " الخمسين", "probability": 0.9063720703125}, {"start": 1509.76, "end": 1510.14, "word": " generation", "probability": 0.93603515625}, {"start": 1510.14, "end": 1510.46, "word": " هدولة", "probability": 0.71099853515625}, {"start": 1510.46, "end": 1510.56, "word": " في", "probability": 0.818359375}, {"start": 1510.56, "end": 1511.0, "word": " كل", "probability": 0.98681640625}, {"start": 1511.0, "end": 1513.28, "word": " generation", "probability": 0.92919921875}, {"start": 1513.28, "end": 1513.5, "word": " في", "probability": 0.7900390625}, {"start": 1513.5, "end": 1513.78, "word": " عندي", "probability": 0.66650390625}, {"start": 1513.78, "end": 1514.12, "word": " عشرين", "probability": 0.9471028645833334}, {"start": 1514.12, "end": 1514.62, "word": " chromosome", "probability": 0.69482421875}, {"start": 1514.62, "end": 1515.2, "word": " فإذا", "probability": 0.7957356770833334}, {"start": 1515.2, "end": 1515.38, "word": " ال", "probability": 0.91845703125}, {"start": 1515.38, "end": 1515.6, "word": " size", "probability": 0.89892578125}, {"start": 1515.6, "end": 1516.02, "word": " تبعه", "probability": 0.910400390625}, {"start": 1516.02, "end": 1516.4, "word": " لل", "probability": 0.89599609375}, {"start": 1516.4, "end": 1516.9, "word": " population", "probability": 0.97802734375}, {"start": 1516.9, "end": 1517.5, "word": " تبعتنا", "probability": 0.94189453125}, {"start": 1517.5, "end": 1518.02, "word": " هو", "probability": 0.96240234375}, {"start": 1518.02, "end": 1518.54, "word": " عشرين", "probability": 0.9728190104166666}, {"start": 1518.54, "end": 1519.2, "word": " chromosome", "probability": 0.94775390625}, {"start": 1519.2, "end": 1519.56, "word": " و", "probability": 0.6513671875}, {"start": 1519.56, "end": 1520.1, "word": " بنستمر", "probability": 0.908203125}, {"start": 1520.1, "end": 1520.46, "word": " بهذا", "probability": 0.96044921875}, {"start": 1520.46, "end": 1520.84, "word": " الشكل", "probability": 0.992919921875}, {"start": 1520.84, "end": 1521.18, "word": " و", "probability": 0.912109375}, {"start": 1521.18, "end": 1521.66, "word": " بنشوف", "probability": 0.9851888020833334}, {"start": 1521.66, "end": 1522.24, "word": " ال", "probability": 0.9853515625}, {"start": 1522.24, "end": 1522.8, "word": " performance", "probability": 0.98046875}, {"start": 1522.8, "end": 1523.18, "word": " تبعت", "probability": 0.7529296875}, {"start": 1523.18, "end": 1523.3, "word": " ال", "probability": 0.705078125}, {"start": 1523.3, "end": 1523.7, "word": " fitness", "probability": 0.94873046875}, {"start": 1523.7, "end": 1524.82, "word": " كيف", "probability": 0.950927734375}, {"start": 1524.82, "end": 1525.3, "word": " تتحرك", "probability": 0.9912109375}, {"start": 1525.3, "end": 1525.74, "word": " طيب", "probability": 0.89501953125}, {"start": 1525.74, "end": 1525.94, "word": " إيش", "probability": 0.7937825520833334}, {"start": 1525.94, "end": 1526.08, "word": " يعني", "probability": 0.947021484375}, {"start": 1526.08, "end": 1526.16, "word": " ال", "probability": 0.8515625}, {"start": 1526.16, "end": 1526.5, "word": " performance", "probability": 0.96923828125}, {"start": 1526.5, "end": 1526.66, "word": " ال", "probability": 0.666015625}, {"start": 1526.66, "end": 1527.22, "word": " fitness؟", "probability": 0.951416015625}], "temperature": 1.0}, {"id": 69, "seek": 155487, "start": 1528.23, "end": 1554.87, "text": "عارفين إيش يعني كلمة ال performance بتاعة ال fitness هذه؟ معناها جديش قيمة ال maximum لل net reserve للاحتياطي و أنا محتاج اتزيد كل مرة اتكون بزيادة فإذا نبدأ ان نشتغل و نعمل العمليات بتاعتنا و في كل كرمزومة بيطلع .. إيش بسوي؟ بحسب لل interval الأولى", "tokens": [3615, 9640, 5172, 9957, 11933, 1829, 8592, 37495, 22653, 9122, 19528, 3660, 2423, 3389, 39894, 995, 27884, 2423, 15303, 29538, 22807, 20449, 8315, 11296, 10874, 16254, 8592, 12174, 32640, 3660, 2423, 6674, 24976, 2533, 17824, 5296, 15040, 5016, 31371, 41193, 1829, 4032, 41850, 3714, 33753, 26108, 1975, 2655, 11622, 25708, 28242, 3714, 25720, 1975, 2655, 30544, 4724, 11622, 1829, 18513, 3660, 6156, 28814, 15730, 8717, 44510, 10721, 16472, 8717, 8592, 2655, 17082, 1211, 4032, 8717, 25957, 1211, 18863, 2304, 20292, 9307, 39894, 995, 34268, 8315, 4032, 8978, 28242, 9122, 2288, 2304, 11622, 20498, 3660, 4724, 1829, 9566, 1211, 3615, 4386, 11933, 1829, 8592, 4724, 3794, 45865, 22807, 4724, 5016, 35457, 24976, 15035, 16247, 12610, 7578], "avg_logprob": -0.1597521569708298, "compression_ratio": 1.5914396887159532, "no_speech_prob": 0.0, "words": [{"start": 1528.23, "end": 1528.57, "word": "عارفين", "probability": 0.965576171875}, {"start": 1528.57, "end": 1528.73, "word": " إيش", "probability": 0.8211263020833334}, {"start": 1528.73, "end": 1528.85, "word": " يعني", "probability": 0.906005859375}, {"start": 1528.85, "end": 1529.15, "word": " كلمة", "probability": 0.935546875}, {"start": 1529.15, "end": 1529.27, "word": " ال", "probability": 0.91796875}, {"start": 1529.27, "end": 1529.75, "word": " performance", "probability": 0.8662109375}, {"start": 1529.75, "end": 1530.01, "word": " بتاعة", "probability": 0.9324544270833334}, {"start": 1530.01, "end": 1530.13, "word": " ال", "probability": 0.8828125}, {"start": 1530.13, "end": 1530.37, "word": " fitness", "probability": 0.9072265625}, {"start": 1530.37, "end": 1530.95, "word": " هذه؟", "probability": 0.736328125}, {"start": 1530.95, "end": 1531.49, "word": " معناها", "probability": 0.9402669270833334}, {"start": 1531.49, "end": 1532.53, "word": " جديش", "probability": 0.7127278645833334}, {"start": 1532.53, "end": 1532.99, "word": " قيمة", "probability": 0.99658203125}, {"start": 1532.99, "end": 1533.15, "word": " ال", "probability": 0.8427734375}, {"start": 1533.15, "end": 1533.63, "word": " maximum", "probability": 0.9697265625}, {"start": 1533.63, "end": 1534.13, "word": " لل", "probability": 0.603515625}, {"start": 1534.13, "end": 1534.43, "word": " net", "probability": 0.74609375}, {"start": 1534.43, "end": 1535.05, "word": " reserve", "probability": 0.890625}, {"start": 1535.05, "end": 1537.19, "word": " للاحتياطي", "probability": 0.77294921875}, {"start": 1537.19, "end": 1537.93, "word": " و", "probability": 0.57421875}, {"start": 1537.93, "end": 1538.03, "word": " أنا", "probability": 0.5751953125}, {"start": 1538.03, "end": 1538.59, "word": " محتاج", "probability": 0.9923502604166666}, {"start": 1538.59, "end": 1539.45, "word": " اتزيد", "probability": 0.7838134765625}, {"start": 1539.45, "end": 1540.39, "word": " كل", "probability": 0.59375}, {"start": 1540.39, "end": 1540.65, "word": " مرة", "probability": 0.99365234375}, {"start": 1540.65, "end": 1541.03, "word": " اتكون", "probability": 0.8645833333333334}, {"start": 1541.03, "end": 1542.63, "word": " بزيادة", "probability": 0.98642578125}, {"start": 1542.63, "end": 1543.25, "word": " فإذا", "probability": 0.8517252604166666}, {"start": 1543.25, "end": 1545.17, "word": " نبدأ", "probability": 0.94189453125}, {"start": 1545.17, "end": 1545.63, "word": " ان", "probability": 0.348876953125}, {"start": 1545.63, "end": 1546.67, "word": " نشتغل", "probability": 0.9921875}, {"start": 1546.67, "end": 1546.95, "word": " و", "probability": 0.98828125}, {"start": 1546.95, "end": 1547.39, "word": " نعمل", "probability": 0.9757486979166666}, {"start": 1547.39, "end": 1548.11, "word": " العمليات", "probability": 0.8009033203125}, {"start": 1548.11, "end": 1548.57, "word": " بتاعتنا", "probability": 0.9600830078125}, {"start": 1548.57, "end": 1548.91, "word": " و", "probability": 0.888671875}, {"start": 1548.91, "end": 1549.03, "word": " في", "probability": 0.82763671875}, {"start": 1549.03, "end": 1549.39, "word": " كل", "probability": 0.99462890625}, {"start": 1549.39, "end": 1550.23, "word": " كرمزومة", "probability": 0.7361653645833334}, {"start": 1550.23, "end": 1551.03, "word": " بيطلع", "probability": 0.9865234375}, {"start": 1551.03, "end": 1551.75, "word": " ..", "probability": 0.297607421875}, {"start": 1551.75, "end": 1551.85, "word": " إيش", "probability": 0.85107421875}, {"start": 1551.85, "end": 1552.61, "word": " بسوي؟", "probability": 0.9105224609375}, {"start": 1552.61, "end": 1553.19, "word": " بحسب", "probability": 0.94970703125}, {"start": 1553.19, "end": 1553.71, "word": " لل", "probability": 0.8681640625}, {"start": 1553.71, "end": 1554.23, "word": " interval", "probability": 0.92333984375}, {"start": 1554.23, "end": 1554.87, "word": " الأولى", "probability": 0.9690755208333334}], "temperature": 1.0}, {"id": 70, "seek": 158022, "start": 1555.86, "end": 1580.22, "text": "المفروض يطلع ال unit مثلا 1 و 2 و 5 طيب الباقي جداش قيمتهم .. قيمتهم هل بتكمل 80؟ ممكن تكون أكبر من ال 80 طيب جداش أكبر من ال 80؟ لأنه جداش أكبر من 80 فهذا يعتبر احتياطي احتياطي إنتاج الطاقة اللي موجود أنا محتاج أزوده أعلى ما يمكن هذا ال interval الأولى طيب ال interval التانية نفس الكلام", "tokens": [45340, 5172, 32887, 11242, 7251, 9566, 1211, 3615, 2423, 4985, 50113, 15040, 502, 4032, 568, 4032, 1025, 23032, 1829, 3555, 29739, 995, 38436, 10874, 3215, 33599, 12174, 32640, 2655, 16095, 4386, 12174, 32640, 2655, 16095, 8032, 1211, 39894, 24793, 1211, 4688, 22807, 3714, 43020, 6055, 30544, 5551, 4117, 26890, 9154, 2423, 4688, 23032, 1829, 3555, 10874, 3215, 33599, 5551, 4117, 26890, 9154, 2423, 4688, 22807, 5296, 33456, 3224, 10874, 3215, 33599, 5551, 4117, 26890, 9154, 4688, 6156, 3224, 15730, 7251, 34268, 26890, 1975, 5016, 31371, 41193, 1829, 1975, 5016, 31371, 41193, 1829, 11933, 29399, 26108, 41950, 995, 28671, 13672, 1829, 3714, 29245, 23328, 41850, 3714, 33753, 26108, 5551, 11622, 23328, 3224, 5551, 3615, 23942, 19446, 7251, 43020, 23758, 2423, 15035, 16247, 12610, 7578, 23032, 1829, 3555, 2423, 15035, 16712, 7649, 10632, 8717, 36178, 2423, 28820, 10943], "avg_logprob": -0.12511405022474972, "compression_ratio": 1.8687258687258688, "no_speech_prob": 5.960464477539062e-07, "words": [{"start": 1555.86, "end": 1556.44, "word": "المفروض", "probability": 0.9754638671875}, {"start": 1556.44, "end": 1556.9, "word": " يطلع", "probability": 0.91259765625}, {"start": 1556.9, "end": 1557.1, "word": " ال", "probability": 0.85009765625}, {"start": 1557.1, "end": 1557.28, "word": " unit", "probability": 0.95703125}, {"start": 1557.28, "end": 1557.66, "word": " مثلا", "probability": 0.958984375}, {"start": 1557.66, "end": 1557.9, "word": " 1", "probability": 0.386474609375}, {"start": 1557.9, "end": 1558.06, "word": " و", "probability": 0.5927734375}, {"start": 1558.06, "end": 1558.16, "word": " 2", "probability": 0.6513671875}, {"start": 1558.16, "end": 1558.3, "word": " و", "probability": 0.99462890625}, {"start": 1558.3, "end": 1558.56, "word": " 5", "probability": 0.87158203125}, {"start": 1558.56, "end": 1559.2, "word": " طيب", "probability": 0.8182779947916666}, {"start": 1559.2, "end": 1559.98, "word": " الباقي", "probability": 0.8709309895833334}, {"start": 1559.98, "end": 1560.44, "word": " جداش", "probability": 0.6951497395833334}, {"start": 1560.44, "end": 1561.08, "word": " قيمتهم", "probability": 0.9803466796875}, {"start": 1561.08, "end": 1561.42, "word": " ..", "probability": 0.37548828125}, {"start": 1561.42, "end": 1562.02, "word": " قيمتهم", "probability": 0.92578125}, {"start": 1562.02, "end": 1562.3, "word": " هل", "probability": 0.8447265625}, {"start": 1562.3, "end": 1562.96, "word": " بتكمل", "probability": 0.9694010416666666}, {"start": 1562.96, "end": 1564.5, "word": " 80؟", "probability": 0.708251953125}, {"start": 1564.5, "end": 1565.42, "word": " ممكن", "probability": 0.959716796875}, {"start": 1565.42, "end": 1565.68, "word": " تكون", "probability": 0.992919921875}, {"start": 1565.68, "end": 1565.94, "word": " أكبر", "probability": 0.83984375}, {"start": 1565.94, "end": 1566.08, "word": " من", "probability": 0.994140625}, {"start": 1566.08, "end": 1566.22, "word": " ال", "probability": 0.599609375}, {"start": 1566.22, "end": 1566.5, "word": " 80", "probability": 0.9404296875}, {"start": 1566.5, "end": 1566.96, "word": " طيب", "probability": 0.94189453125}, {"start": 1566.96, "end": 1567.32, "word": " جداش", "probability": 0.9239908854166666}, {"start": 1567.32, "end": 1567.62, "word": " أكبر", "probability": 0.96630859375}, {"start": 1567.62, "end": 1567.76, "word": " من", "probability": 0.99658203125}, {"start": 1567.76, "end": 1567.88, "word": " ال", "probability": 0.72607421875}, {"start": 1567.88, "end": 1568.68, "word": " 80؟", "probability": 0.790283203125}, {"start": 1568.68, "end": 1568.96, "word": " لأنه", "probability": 0.84228515625}, {"start": 1568.96, "end": 1569.32, "word": " جداش", "probability": 0.9855143229166666}, {"start": 1569.32, "end": 1569.62, "word": " أكبر", "probability": 0.9635416666666666}, {"start": 1569.62, "end": 1569.78, "word": " من", "probability": 0.9970703125}, {"start": 1569.78, "end": 1570.08, "word": " 80", "probability": 0.62646484375}, {"start": 1570.08, "end": 1570.34, "word": " فهذا", "probability": 0.91552734375}, {"start": 1570.34, "end": 1570.68, "word": " يعتبر", "probability": 0.9554036458333334}, {"start": 1570.68, "end": 1571.4, "word": " احتياطي", "probability": 0.808984375}, {"start": 1571.4, "end": 1572.62, "word": " احتياطي", "probability": 0.8572265625}, {"start": 1572.62, "end": 1572.92, "word": " إنتاج", "probability": 0.93212890625}, {"start": 1572.92, "end": 1573.3, "word": " الطاقة", "probability": 0.9840494791666666}, {"start": 1573.3, "end": 1573.44, "word": " اللي", "probability": 0.830810546875}, {"start": 1573.44, "end": 1573.8, "word": " موجود", "probability": 0.9915364583333334}, {"start": 1573.8, "end": 1574.56, "word": " أنا", "probability": 0.625}, {"start": 1574.56, "end": 1574.92, "word": " محتاج", "probability": 0.99169921875}, {"start": 1574.92, "end": 1575.48, "word": " أزوده", "probability": 0.969482421875}, {"start": 1575.48, "end": 1575.7, "word": " أعلى", "probability": 0.9611002604166666}, {"start": 1575.7, "end": 1575.82, "word": " ما", "probability": 0.97314453125}, {"start": 1575.82, "end": 1576.2, "word": " يمكن", "probability": 0.962158203125}, {"start": 1576.2, "end": 1577.14, "word": " هذا", "probability": 0.6494140625}, {"start": 1577.14, "end": 1577.24, "word": " ال", "probability": 0.9619140625}, {"start": 1577.24, "end": 1577.52, "word": " interval", "probability": 0.8896484375}, {"start": 1577.52, "end": 1578.1, "word": " الأولى", "probability": 0.9580078125}, {"start": 1578.1, "end": 1578.54, "word": " طيب", "probability": 0.9404296875}, {"start": 1578.54, "end": 1578.62, "word": " ال", "probability": 0.99267578125}, {"start": 1578.62, "end": 1578.9, "word": " interval", "probability": 0.95947265625}, {"start": 1578.9, "end": 1579.42, "word": " التانية", "probability": 0.9397786458333334}, {"start": 1579.42, "end": 1579.74, "word": " نفس", "probability": 0.960693359375}, {"start": 1579.74, "end": 1580.22, "word": " الكلام", "probability": 0.96875}], "temperature": 1.0}, {"id": 71, "seek": 160770, "start": 1580.98, "end": 1607.7, "text": "باجي بشوف ال sequence تبعنا ال sequence تبعنا هذا كيف بنقراه عشان نصل لهذا الكلام كالتالي هقول ان ال interval الأولى هيها interval الأولى interval أولى أولى أولى أولى أولى المفروض ال unit الأولى و ال unit السابعة يطلعوا خارج الخدمة للصيانة", "tokens": [3555, 26108, 1829, 4724, 8592, 38688, 2423, 8310, 6055, 3555, 3615, 8315, 2423, 8310, 6055, 3555, 3615, 8315, 23758, 9122, 33911, 44945, 4587, 23557, 3224, 6225, 8592, 7649, 8717, 36520, 46740, 15730, 2423, 28820, 10943, 9122, 6027, 2655, 6027, 1829, 8032, 39648, 16472, 2423, 15035, 16247, 12610, 7578, 8032, 1829, 11296, 15035, 16247, 12610, 7578, 15035, 5551, 12610, 7578, 5551, 12610, 7578, 5551, 12610, 7578, 5551, 12610, 7578, 5551, 12610, 7578, 9673, 5172, 32887, 11242, 2423, 4985, 16247, 12610, 7578, 4032, 2423, 4985, 21136, 16758, 27884, 7251, 9566, 1211, 3615, 14407, 16490, 9640, 7435, 33962, 40448, 3660, 24976, 9381, 1829, 7649, 3660], "avg_logprob": -0.1366049719666972, "compression_ratio": 2.0260416666666665, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1580.98, "end": 1581.34, "word": "باجي", "probability": 0.614501953125}, {"start": 1581.34, "end": 1581.7, "word": " بشوف", "probability": 0.9324544270833334}, {"start": 1581.7, "end": 1582.74, "word": " ال", "probability": 0.59716796875}, {"start": 1582.74, "end": 1583.18, "word": " sequence", "probability": 0.79296875}, {"start": 1583.18, "end": 1583.54, "word": " تبعنا", "probability": 0.916748046875}, {"start": 1583.54, "end": 1583.9, "word": " ال", "probability": 0.4951171875}, {"start": 1583.9, "end": 1584.2, "word": " sequence", "probability": 0.8583984375}, {"start": 1584.2, "end": 1584.58, "word": " تبعنا", "probability": 0.9404296875}, {"start": 1584.58, "end": 1584.88, "word": " هذا", "probability": 0.81005859375}, {"start": 1584.88, "end": 1585.3, "word": " كيف", "probability": 0.916015625}, {"start": 1585.3, "end": 1585.84, "word": " بنقراه", "probability": 0.840087890625}, {"start": 1585.84, "end": 1586.04, "word": " عشان", "probability": 0.94921875}, {"start": 1586.04, "end": 1586.34, "word": " نصل", "probability": 0.92822265625}, {"start": 1586.34, "end": 1586.6, "word": " لهذا", "probability": 0.962890625}, {"start": 1586.6, "end": 1587.08, "word": " الكلام", "probability": 0.9612630208333334}, {"start": 1587.08, "end": 1588.22, "word": " كالتالي", "probability": 0.9158203125}, {"start": 1588.22, "end": 1588.9, "word": " هقول", "probability": 0.8330078125}, {"start": 1588.9, "end": 1589.06, "word": " ان", "probability": 0.5693359375}, {"start": 1589.06, "end": 1589.18, "word": " ال", "probability": 0.96533203125}, {"start": 1589.18, "end": 1589.56, "word": " interval", "probability": 0.94482421875}, {"start": 1589.56, "end": 1590.44, "word": " الأولى", "probability": 0.8855794270833334}, {"start": 1590.44, "end": 1592.7, "word": " هيها", "probability": 0.5372314453125}, {"start": 1592.7, "end": 1593.5, "word": " interval", "probability": 0.444091796875}, {"start": 1593.5, "end": 1594.42, "word": " الأولى", "probability": 0.9627278645833334}, {"start": 1594.42, "end": 1595.36, "word": " interval", "probability": 0.564453125}, {"start": 1595.36, "end": 1596.0, "word": " أولى", "probability": 0.8878580729166666}, {"start": 1596.0, "end": 1596.76, "word": " أولى", "probability": 0.9358723958333334}, {"start": 1596.76, "end": 1597.54, "word": " أولى", "probability": 0.9651692708333334}, {"start": 1597.54, "end": 1598.22, "word": " أولى", "probability": 0.9806315104166666}, {"start": 1598.22, "end": 1598.88, "word": " أولى", "probability": 0.9695638020833334}, {"start": 1598.88, "end": 1600.72, "word": " المفروض", "probability": 0.9869384765625}, {"start": 1600.72, "end": 1601.4, "word": " ال", "probability": 0.94873046875}, {"start": 1601.4, "end": 1601.62, "word": " unit", "probability": 0.98779296875}, {"start": 1601.62, "end": 1602.62, "word": " الأولى", "probability": 0.9886067708333334}, {"start": 1602.62, "end": 1604.44, "word": " و", "probability": 0.6591796875}, {"start": 1604.44, "end": 1604.54, "word": " ال", "probability": 0.974609375}, {"start": 1604.54, "end": 1604.86, "word": " unit", "probability": 0.9794921875}, {"start": 1604.86, "end": 1605.76, "word": " السابعة", "probability": 0.94287109375}, {"start": 1605.76, "end": 1606.42, "word": " يطلعوا", "probability": 0.96572265625}, {"start": 1606.42, "end": 1606.64, "word": " خارج", "probability": 0.9710286458333334}, {"start": 1606.64, "end": 1606.98, "word": " الخدمة", "probability": 0.9737955729166666}, {"start": 1606.98, "end": 1607.7, "word": " للصيانة", "probability": 0.9697265625}], "temperature": 1.0}, {"id": 72, "seek": 163534, "start": 1608.44, "end": 1635.34, "text": "يطلعوا للصيانة معنا ذلك انه باقي ال units هي اللي هتكون شغالة ببساطة جدا ال unit الأولى والسبعة بنطلعهم وبنشوف باقي ال units جداش قيمتهم وجداش مجموعة قيمهم تبعد عن التمانين فالفرق هيكون عبارة عن احتياطي هيكون عبارة عن احتياطي مدام طلعنا ال unit واحد وطلعنا ال unit عشرة", "tokens": [1829, 9566, 1211, 3615, 14407, 24976, 9381, 1829, 7649, 3660, 20449, 8315, 29910, 23275, 16472, 3224, 4724, 995, 38436, 2423, 6815, 39896, 13672, 1829, 8032, 2655, 30544, 13412, 17082, 6027, 3660, 4724, 3555, 3794, 41193, 3660, 10874, 28259, 2423, 4985, 16247, 12610, 7578, 16070, 35457, 27884, 44945, 9566, 1211, 3615, 16095, 46599, 1863, 8592, 38688, 4724, 995, 38436, 2423, 6815, 10874, 3215, 33599, 12174, 32640, 2655, 16095, 49610, 3215, 33599, 3714, 7435, 2304, 2407, 27884, 12174, 32640, 16095, 6055, 3555, 22488, 18871, 16712, 2304, 7649, 9957, 6156, 6027, 5172, 2288, 4587, 39896, 30544, 6225, 3555, 9640, 3660, 18871, 1975, 5016, 31371, 41193, 1829, 8032, 1829, 30544, 6225, 3555, 9640, 3660, 18871, 1975, 5016, 31371, 41193, 1829, 3714, 3215, 10943, 23032, 1211, 3615, 8315, 2423, 4985, 36764, 24401, 4032, 9566, 1211, 3615, 8315, 2423, 4985, 6225, 8592, 25720], "avg_logprob": -0.1297554352145264, "compression_ratio": 2.1272727272727274, "no_speech_prob": 1.5497207641601562e-06, "words": [{"start": 1608.44, "end": 1608.96, "word": "يطلعوا", "probability": 0.9330078125}, {"start": 1608.96, "end": 1609.78, "word": " للصيانة", "probability": 0.96044921875}, {"start": 1609.78, "end": 1610.24, "word": " معنا", "probability": 0.5560302734375}, {"start": 1610.24, "end": 1610.54, "word": " ذلك", "probability": 0.861328125}, {"start": 1610.54, "end": 1610.94, "word": " انه", "probability": 0.62646484375}, {"start": 1610.94, "end": 1611.36, "word": " باقي", "probability": 0.89501953125}, {"start": 1611.36, "end": 1611.5, "word": " ال", "probability": 0.990234375}, {"start": 1611.5, "end": 1611.88, "word": " units", "probability": 0.9287109375}, {"start": 1611.88, "end": 1612.42, "word": " هي", "probability": 0.9501953125}, {"start": 1612.42, "end": 1612.58, "word": " اللي", "probability": 0.918701171875}, {"start": 1612.58, "end": 1612.88, "word": " هتكون", "probability": 0.9220377604166666}, {"start": 1612.88, "end": 1613.5, "word": " شغالة", "probability": 0.9942626953125}, {"start": 1613.5, "end": 1615.46, "word": " ببساطة", "probability": 0.7556884765625}, {"start": 1615.46, "end": 1615.78, "word": " جدا", "probability": 0.912353515625}, {"start": 1615.78, "end": 1616.14, "word": " ال", "probability": 0.94384765625}, {"start": 1616.14, "end": 1616.34, "word": " unit", "probability": 0.71337890625}, {"start": 1616.34, "end": 1616.84, "word": " الأولى", "probability": 0.9324544270833334}, {"start": 1616.84, "end": 1617.48, "word": " والسبعة", "probability": 0.6832682291666666}, {"start": 1617.48, "end": 1618.28, "word": " بنطلعهم", "probability": 0.92109375}, {"start": 1618.28, "end": 1619.46, "word": " وبنشوف", "probability": 0.876220703125}, {"start": 1619.46, "end": 1619.7, "word": " باقي", "probability": 0.9619140625}, {"start": 1619.7, "end": 1619.84, "word": " ال", "probability": 0.9951171875}, {"start": 1619.84, "end": 1620.12, "word": " units", "probability": 0.97021484375}, {"start": 1620.12, "end": 1620.5, "word": " جداش", "probability": 0.603759765625}, {"start": 1620.5, "end": 1621.16, "word": " قيمتهم", "probability": 0.9886474609375}, {"start": 1621.16, "end": 1622.56, "word": " وجداش", "probability": 0.8631184895833334}, {"start": 1622.56, "end": 1622.98, "word": " مجموعة", "probability": 0.92001953125}, {"start": 1622.98, "end": 1623.6, "word": " قيمهم", "probability": 0.9728190104166666}, {"start": 1623.6, "end": 1624.7, "word": " تبعد", "probability": 0.9524739583333334}, {"start": 1624.7, "end": 1624.9, "word": " عن", "probability": 0.97509765625}, {"start": 1624.9, "end": 1625.46, "word": " التمانين", "probability": 0.817138671875}, {"start": 1625.46, "end": 1627.08, "word": " فالفرق", "probability": 0.9375}, {"start": 1627.08, "end": 1627.72, "word": " هيكون", "probability": 0.912109375}, {"start": 1627.72, "end": 1628.12, "word": " عبارة", "probability": 0.99169921875}, {"start": 1628.12, "end": 1628.44, "word": " عن", "probability": 0.994140625}, {"start": 1628.44, "end": 1629.56, "word": " احتياطي", "probability": 0.94765625}, {"start": 1629.56, "end": 1630.08, "word": " هيكون", "probability": 0.7015380859375}, {"start": 1630.08, "end": 1630.36, "word": " عبارة", "probability": 0.9962158203125}, {"start": 1630.36, "end": 1630.5, "word": " عن", "probability": 0.98779296875}, {"start": 1630.5, "end": 1631.1, "word": " احتياطي", "probability": 0.97607421875}, {"start": 1631.1, "end": 1631.44, "word": " مدام", "probability": 0.7976888020833334}, {"start": 1631.44, "end": 1631.82, "word": " طلعنا", "probability": 0.9892578125}, {"start": 1631.82, "end": 1631.94, "word": " ال", "probability": 0.98828125}, {"start": 1631.94, "end": 1632.22, "word": " unit", "probability": 0.96044921875}, {"start": 1632.22, "end": 1633.68, "word": " واحد", "probability": 0.951171875}, {"start": 1633.68, "end": 1634.36, "word": " وطلعنا", "probability": 0.91455078125}, {"start": 1634.36, "end": 1634.46, "word": " ال", "probability": 0.982421875}, {"start": 1634.46, "end": 1634.72, "word": " unit", "probability": 0.99072265625}, {"start": 1634.72, "end": 1635.34, "word": " عشرة", "probability": 0.9215494791666666}], "temperature": 1.0}, {"id": 73, "seek": 165368, "start": 1636.08, "end": 1653.68, "text": "كويس و بقى باينة تمام الان بنروح لل interval التاني نفس الكلام لل interval رقم اتنين هيكون في عندي واحد بدها تطلع و اتنين بدها تطلع تلاتة بدها تطلع و اربعة بدها تطلع تمام الان ما تبقى", "tokens": [4117, 45865, 3794, 4032, 4724, 4587, 7578, 4724, 995, 9957, 3660, 46811, 10943, 2423, 7649, 44945, 32887, 5016, 24976, 15035, 16712, 7649, 1829, 8717, 36178, 2423, 28820, 10943, 24976, 15035, 12602, 4587, 2304, 1975, 2655, 1863, 9957, 8032, 1829, 30544, 8978, 18871, 16254, 36764, 24401, 47525, 11296, 6055, 9566, 1211, 3615, 4032, 1975, 2655, 1863, 9957, 47525, 11296, 6055, 9566, 1211, 3615, 6055, 1211, 9307, 3660, 47525, 11296, 6055, 9566, 1211, 3615, 4032, 1975, 25513, 27884, 47525, 11296, 6055, 9566, 1211, 3615, 46811, 10943, 2423, 7649, 19446, 6055, 3555, 4587, 7578], "avg_logprob": -0.1678838339512763, "compression_ratio": 1.950310559006211, "no_speech_prob": 1.1205673217773438e-05, "words": [{"start": 1636.08, "end": 1636.48, "word": "كويس", "probability": 0.6702067057291666}, {"start": 1636.48, "end": 1636.58, "word": " و", "probability": 0.43115234375}, {"start": 1636.58, "end": 1636.7, "word": " بقى", "probability": 0.8025716145833334}, {"start": 1636.7, "end": 1637.22, "word": " باينة", "probability": 0.884033203125}, {"start": 1637.22, "end": 1637.72, "word": " تمام", "probability": 0.723876953125}, {"start": 1637.72, "end": 1638.26, "word": " الان", "probability": 0.645263671875}, {"start": 1638.26, "end": 1638.62, "word": " بنروح", "probability": 0.8317057291666666}, {"start": 1638.62, "end": 1638.92, "word": " لل", "probability": 0.31103515625}, {"start": 1638.92, "end": 1639.6, "word": " interval", "probability": 0.5556640625}, {"start": 1639.6, "end": 1640.16, "word": " التاني", "probability": 0.9021809895833334}, {"start": 1640.16, "end": 1640.62, "word": " نفس", "probability": 0.9521484375}, {"start": 1640.62, "end": 1641.04, "word": " الكلام", "probability": 0.9680989583333334}, {"start": 1641.04, "end": 1641.52, "word": " لل", "probability": 0.8564453125}, {"start": 1641.52, "end": 1641.9, "word": " interval", "probability": 0.97119140625}, {"start": 1641.9, "end": 1642.22, "word": " رقم", "probability": 0.8388671875}, {"start": 1642.22, "end": 1642.66, "word": " اتنين", "probability": 0.9097900390625}, {"start": 1642.66, "end": 1644.22, "word": " هيكون", "probability": 0.7312825520833334}, {"start": 1644.22, "end": 1644.36, "word": " في", "probability": 0.8203125}, {"start": 1644.36, "end": 1644.6, "word": " عندي", "probability": 0.84716796875}, {"start": 1644.6, "end": 1644.9, "word": " واحد", "probability": 0.987060546875}, {"start": 1644.9, "end": 1645.12, "word": " بدها", "probability": 0.89501953125}, {"start": 1645.12, "end": 1645.54, "word": " تطلع", "probability": 0.993896484375}, {"start": 1645.54, "end": 1645.86, "word": " و", "probability": 0.84521484375}, {"start": 1645.86, "end": 1646.26, "word": " اتنين", "probability": 0.961669921875}, {"start": 1646.26, "end": 1646.5, "word": " بدها", "probability": 0.94384765625}, {"start": 1646.5, "end": 1647.04, "word": " تطلع", "probability": 0.9970703125}, {"start": 1647.04, "end": 1647.76, "word": " تلاتة", "probability": 0.9395751953125}, {"start": 1647.76, "end": 1647.96, "word": " بدها", "probability": 0.9775390625}, {"start": 1647.96, "end": 1648.48, "word": " تطلع", "probability": 0.9971923828125}, {"start": 1648.48, "end": 1649.36, "word": " و", "probability": 0.82861328125}, {"start": 1649.36, "end": 1649.8, "word": " اربعة", "probability": 0.8193359375}, {"start": 1649.8, "end": 1650.02, "word": " بدها", "probability": 0.96728515625}, {"start": 1650.02, "end": 1650.56, "word": " تطلع", "probability": 0.9967041015625}, {"start": 1650.56, "end": 1651.56, "word": " تمام", "probability": 0.95947265625}, {"start": 1651.56, "end": 1652.42, "word": " الان", "probability": 0.83056640625}, {"start": 1652.42, "end": 1652.96, "word": " ما", "probability": 0.7255859375}, {"start": 1652.96, "end": 1653.68, "word": " تبقى", "probability": 0.9615478515625}], "temperature": 1.0}, {"id": 74, "seek": 167457, "start": 1654.37, "end": 1674.57, "text": "واللي هي هنا الخمسة خمسة فإذا أربعة وستة وسبعة هيظلوا متبقين في الخدمة هل أربعة ستة سبعة تكفي أنها تعطينا التسعين في المية تسعين ميجا وات طيب إذا تكفي جدش الفائض جدش الفائض اللي يعتبر احتياطي صار اللي يعتبر", "tokens": [2407, 6027, 20292, 39896, 34105, 33962, 2304, 3794, 3660, 16490, 2304, 3794, 3660, 6156, 28814, 15730, 5551, 25513, 27884, 4032, 14851, 3660, 4032, 35457, 27884, 39896, 19913, 1211, 14407, 44650, 3555, 4587, 9957, 8978, 33962, 40448, 3660, 8032, 1211, 5551, 25513, 27884, 8608, 2655, 3660, 8608, 3555, 27884, 6055, 4117, 41185, 14739, 11296, 37279, 9566, 1829, 8315, 16712, 3794, 3615, 9957, 8978, 9673, 10632, 6055, 3794, 3615, 9957, 3714, 1829, 7435, 995, 4032, 9307, 23032, 1829, 3555, 11933, 15730, 6055, 4117, 41185, 10874, 3215, 8592, 27188, 16373, 11242, 10874, 3215, 8592, 27188, 16373, 11242, 13672, 1829, 7251, 34268, 26890, 1975, 5016, 31371, 41193, 1829, 20328, 9640, 13672, 1829, 7251, 34268, 26890], "avg_logprob": -0.178431925896023, "compression_ratio": 2.1494252873563218, "no_speech_prob": 2.384185791015625e-06, "words": [{"start": 1654.37, "end": 1654.61, "word": "واللي", "probability": 0.8357747395833334}, {"start": 1654.61, "end": 1654.85, "word": " هي", "probability": 0.78173828125}, {"start": 1654.85, "end": 1655.83, "word": " هنا", "probability": 0.60400390625}, {"start": 1655.83, "end": 1656.57, "word": " الخمسة", "probability": 0.834716796875}, {"start": 1656.57, "end": 1657.23, "word": " خمسة", "probability": 0.79986572265625}, {"start": 1657.23, "end": 1657.69, "word": " فإذا", "probability": 0.7859700520833334}, {"start": 1657.69, "end": 1658.27, "word": " أربعة", "probability": 0.7659505208333334}, {"start": 1658.27, "end": 1659.11, "word": " وستة", "probability": 0.92236328125}, {"start": 1659.11, "end": 1659.89, "word": " وسبعة", "probability": 0.943359375}, {"start": 1659.89, "end": 1660.79, "word": " هيظلوا", "probability": 0.71112060546875}, {"start": 1660.79, "end": 1661.23, "word": " متبقين", "probability": 0.9287109375}, {"start": 1661.23, "end": 1661.35, "word": " في", "probability": 0.96630859375}, {"start": 1661.35, "end": 1661.85, "word": " الخدمة", "probability": 0.9747721354166666}, {"start": 1661.85, "end": 1662.51, "word": " هل", "probability": 0.799560546875}, {"start": 1662.51, "end": 1663.73, "word": " أربعة", "probability": 0.8733723958333334}, {"start": 1663.73, "end": 1664.43, "word": " ستة", "probability": 0.9293619791666666}, {"start": 1664.43, "end": 1664.97, "word": " سبعة", "probability": 0.9401041666666666}, {"start": 1664.97, "end": 1665.71, "word": " تكفي", "probability": 0.9832356770833334}, {"start": 1665.71, "end": 1666.03, "word": " أنها", "probability": 0.676513671875}, {"start": 1666.03, "end": 1666.35, "word": " تعطينا", "probability": 0.71954345703125}, {"start": 1666.35, "end": 1666.73, "word": " التسعين", "probability": 0.82940673828125}, {"start": 1666.73, "end": 1666.85, "word": " في", "probability": 0.90966796875}, {"start": 1666.85, "end": 1667.13, "word": " المية", "probability": 0.807861328125}, {"start": 1667.13, "end": 1667.69, "word": " تسعين", "probability": 0.77557373046875}, {"start": 1667.69, "end": 1668.01, "word": " ميجا", "probability": 0.95751953125}, {"start": 1668.01, "end": 1668.27, "word": " وات", "probability": 0.795654296875}, {"start": 1668.27, "end": 1669.51, "word": " طيب", "probability": 0.8253580729166666}, {"start": 1669.51, "end": 1669.67, "word": " إذا", "probability": 0.940673828125}, {"start": 1669.67, "end": 1670.09, "word": " تكفي", "probability": 0.9733072916666666}, {"start": 1670.09, "end": 1670.59, "word": " جدش", "probability": 0.7833658854166666}, {"start": 1670.59, "end": 1671.37, "word": " الفائض", "probability": 0.892578125}, {"start": 1671.37, "end": 1672.07, "word": " جدش", "probability": 0.89208984375}, {"start": 1672.07, "end": 1672.51, "word": " الفائض", "probability": 0.9939778645833334}, {"start": 1672.51, "end": 1672.63, "word": " اللي", "probability": 0.87255859375}, {"start": 1672.63, "end": 1672.95, "word": " يعتبر", "probability": 0.92138671875}, {"start": 1672.95, "end": 1673.51, "word": " احتياطي", "probability": 0.9177734375}, {"start": 1673.51, "end": 1673.69, "word": " صار", "probability": 0.872802734375}, {"start": 1673.69, "end": 1674.13, "word": " اللي", "probability": 0.97119140625}, {"start": 1674.13, "end": 1674.57, "word": " يعتبر", "probability": 0.9754231770833334}], "temperature": 1.0}, {"id": 75, "seek": 170369, "start": 1675.93, "end": 1703.69, "text": "زايد عندي في العملية تاعتنا فالاحتياطي هذا مهم جدا هو اللي بدنا نعمله maximization الآن حسبنا للأولى و التانية و التالتة و الرابعة فإذا بقدر أقول إن الاحتياطي لليوم كله هي أقل واحدة منهم هي الأقل منهم فأنا ضامن إنه في خلال اليوم هذا أقل واحدة منهم هي مضمونة إن كل اليوم عندي فيه قيمة احتياطي بهذا القيمة", "tokens": [11622, 995, 25708, 18871, 16254, 8978, 18863, 42213, 10632, 6055, 995, 34268, 8315, 6156, 6027, 39319, 31371, 41193, 1829, 23758, 3714, 16095, 10874, 28259, 31439, 13672, 1829, 47525, 8315, 8717, 25957, 43761, 5138, 2144, 6024, 48506, 11331, 35457, 8315, 24976, 10721, 12610, 7578, 4032, 16712, 7649, 10632, 4032, 16712, 6027, 2655, 3660, 4032, 34892, 16758, 27884, 6156, 28814, 15730, 4724, 28543, 2288, 5551, 39648, 36145, 2423, 39319, 31371, 41193, 1829, 5296, 20292, 20498, 28242, 3224, 39896, 5551, 4587, 1211, 36764, 24401, 3660, 9154, 16095, 39896, 16247, 4587, 1211, 9154, 16095, 6156, 10721, 8315, 48812, 10943, 1863, 36145, 3224, 8978, 16490, 1211, 6027, 45595, 20498, 23758, 5551, 4587, 1211, 36764, 24401, 3660, 9154, 16095, 39896, 3714, 11242, 2304, 11536, 3660, 36145, 28242, 45595, 20498, 18871, 16254, 8978, 3224, 12174, 32640, 3660, 1975, 5016, 31371, 41193, 1829, 39627, 15730, 25062, 32640, 3660], "avg_logprob": -0.15602837428978994, "compression_ratio": 2.1141732283464565, "no_speech_prob": 5.364418029785156e-06, "words": [{"start": 1675.93, "end": 1676.71, "word": "زايد", "probability": 0.8935546875}, {"start": 1676.71, "end": 1677.05, "word": " عندي", "probability": 0.786865234375}, {"start": 1677.05, "end": 1677.79, "word": " في", "probability": 0.6904296875}, {"start": 1677.79, "end": 1678.79, "word": " العملية", "probability": 0.9558919270833334}, {"start": 1678.79, "end": 1679.17, "word": " تاعتنا", "probability": 0.637786865234375}, {"start": 1679.17, "end": 1679.81, "word": " فالاحتياطي", "probability": 0.8280436197916666}, {"start": 1679.81, "end": 1679.93, "word": " هذا", "probability": 0.5927734375}, {"start": 1679.93, "end": 1680.19, "word": " مهم", "probability": 0.981689453125}, {"start": 1680.19, "end": 1680.55, "word": " جدا", "probability": 0.9931640625}, {"start": 1680.55, "end": 1680.79, "word": " هو", "probability": 0.9365234375}, {"start": 1680.79, "end": 1680.89, "word": " اللي", "probability": 0.9150390625}, {"start": 1680.89, "end": 1681.03, "word": " بدنا", "probability": 0.630615234375}, {"start": 1681.03, "end": 1681.29, "word": " نعمله", "probability": 0.984375}, {"start": 1681.29, "end": 1682.25, "word": " maximization", "probability": 0.746826171875}, {"start": 1682.25, "end": 1682.97, "word": " الآن", "probability": 0.59442138671875}, {"start": 1682.97, "end": 1684.05, "word": " حسبنا", "probability": 0.9791666666666666}, {"start": 1684.05, "end": 1684.61, "word": " للأولى", "probability": 0.8980712890625}, {"start": 1684.61, "end": 1684.69, "word": " و", "probability": 0.347900390625}, {"start": 1684.69, "end": 1684.99, "word": " التانية", "probability": 0.8660481770833334}, {"start": 1684.99, "end": 1685.13, "word": " و", "probability": 0.85400390625}, {"start": 1685.13, "end": 1685.35, "word": " التالتة", "probability": 0.8681640625}, {"start": 1685.35, "end": 1685.45, "word": " و", "probability": 0.955078125}, {"start": 1685.45, "end": 1685.87, "word": " الرابعة", "probability": 0.974609375}, {"start": 1685.87, "end": 1686.65, "word": " فإذا", "probability": 0.8714192708333334}, {"start": 1686.65, "end": 1687.09, "word": " بقدر", "probability": 0.98486328125}, {"start": 1687.09, "end": 1687.31, "word": " أقول", "probability": 0.86865234375}, {"start": 1687.31, "end": 1687.43, "word": " إن", "probability": 0.390380859375}, {"start": 1687.43, "end": 1688.11, "word": " الاحتياطي", "probability": 0.8955078125}, {"start": 1688.11, "end": 1688.59, "word": " لليوم", "probability": 0.8484700520833334}, {"start": 1688.59, "end": 1689.53, "word": " كله", "probability": 0.991455078125}, {"start": 1689.53, "end": 1689.79, "word": " هي", "probability": 0.88037109375}, {"start": 1689.79, "end": 1690.07, "word": " أقل", "probability": 0.9775390625}, {"start": 1690.07, "end": 1690.37, "word": " واحدة", "probability": 0.9806315104166666}, {"start": 1690.37, "end": 1690.73, "word": " منهم", "probability": 0.992431640625}, {"start": 1690.73, "end": 1691.81, "word": " هي", "probability": 0.767578125}, {"start": 1691.81, "end": 1692.63, "word": " الأقل", "probability": 0.9861653645833334}, {"start": 1692.63, "end": 1692.87, "word": " منهم", "probability": 0.99462890625}, {"start": 1692.87, "end": 1693.17, "word": " فأنا", "probability": 0.789794921875}, {"start": 1693.17, "end": 1693.53, "word": " ضامن", "probability": 0.8123372395833334}, {"start": 1693.53, "end": 1693.93, "word": " إنه", "probability": 0.763427734375}, {"start": 1693.93, "end": 1694.55, "word": " في", "probability": 0.5068359375}, {"start": 1694.55, "end": 1695.03, "word": " خلال", "probability": 0.9664713541666666}, {"start": 1695.03, "end": 1695.35, "word": " اليوم", "probability": 0.986572265625}, {"start": 1695.35, "end": 1695.73, "word": " هذا", "probability": 0.953125}, {"start": 1695.73, "end": 1696.39, "word": " أقل", "probability": 0.9606119791666666}, {"start": 1696.39, "end": 1696.69, "word": " واحدة", "probability": 0.99169921875}, {"start": 1696.69, "end": 1696.87, "word": " منهم", "probability": 0.989501953125}, {"start": 1696.87, "end": 1697.01, "word": " هي", "probability": 0.96728515625}, {"start": 1697.01, "end": 1697.47, "word": " مضمونة", "probability": 0.9732421875}, {"start": 1697.47, "end": 1697.63, "word": " إن", "probability": 0.6123046875}, {"start": 1697.63, "end": 1698.35, "word": " كل", "probability": 0.611328125}, {"start": 1698.35, "end": 1698.95, "word": " اليوم", "probability": 0.974853515625}, {"start": 1698.95, "end": 1699.99, "word": " عندي", "probability": 0.834716796875}, {"start": 1699.99, "end": 1700.49, "word": " فيه", "probability": 0.8994140625}, {"start": 1700.49, "end": 1701.03, "word": " قيمة", "probability": 0.9962565104166666}, {"start": 1701.03, "end": 1701.75, "word": " احتياطي", "probability": 0.95048828125}, {"start": 1701.75, "end": 1703.19, "word": " بهذا", "probability": 0.764892578125}, {"start": 1703.19, "end": 1703.69, "word": " القيمة", "probability": 0.98193359375}], "temperature": 1.0}, {"id": 76, "seek": 172420, "start": 1704.44, "end": 1724.2, "text": "طبعا ال interval تاني ممكن تزيد، بس أنا بتكلم عن الحد الأقل منها، الحد الأقل منها، وهذا هو اللي هنتكلم عنه كقيمة ال performance هنا، اللي هو الحد الأقل من الأربع intervals، من الأربع intervals، فبقدر أقول بدأنا بقيمة، بقيمة معينة، بقيمة معينة، هنا طبعا بالسالب معناته أن كان فيه عجز", "tokens": [9566, 3555, 3615, 995, 2423, 15035, 6055, 7649, 1829, 3714, 43020, 6055, 11622, 25708, 12399, 4724, 3794, 41850, 39894, 4117, 19528, 18871, 21542, 3215, 16247, 4587, 1211, 9154, 11296, 12399, 21542, 3215, 16247, 4587, 1211, 9154, 11296, 12399, 37037, 15730, 31439, 13672, 1829, 8032, 29399, 4117, 19528, 18871, 3224, 9122, 4587, 32640, 3660, 2423, 3389, 34105, 12399, 13672, 1829, 31439, 21542, 3215, 16247, 4587, 1211, 9154, 16247, 25513, 3615, 26651, 12399, 9154, 16247, 25513, 3615, 26651, 12399, 6156, 3555, 28543, 2288, 5551, 39648, 47525, 10721, 8315, 4724, 4587, 32640, 3660, 12399, 4724, 4587, 32640, 3660, 20449, 9957, 3660, 12399, 4724, 4587, 32640, 3660, 20449, 9957, 3660, 12399, 34105, 23032, 3555, 3615, 995, 20666, 3794, 6027, 3555, 20449, 8315, 47395, 14739, 25961, 8978, 3224, 6225, 7435, 11622], "avg_logprob": -0.16350885545174906, "compression_ratio": 2.1390134529147984, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1704.44, "end": 1704.74, "word": "طبعا", "probability": 0.912109375}, {"start": 1704.74, "end": 1704.84, "word": " ال", "probability": 0.75146484375}, {"start": 1704.84, "end": 1705.04, "word": " interval", "probability": 0.51123046875}, {"start": 1705.04, "end": 1705.28, "word": " تاني", "probability": 0.82421875}, {"start": 1705.28, "end": 1705.54, "word": " ممكن", "probability": 0.96484375}, {"start": 1705.54, "end": 1706.12, "word": " تزيد،", "probability": 0.81597900390625}, {"start": 1706.12, "end": 1706.26, "word": " بس", "probability": 0.978515625}, {"start": 1706.26, "end": 1706.4, "word": " أنا", "probability": 0.806640625}, {"start": 1706.4, "end": 1706.72, "word": " بتكلم", "probability": 0.9288736979166666}, {"start": 1706.72, "end": 1706.96, "word": " عن", "probability": 0.99267578125}, {"start": 1706.96, "end": 1707.48, "word": " الحد", "probability": 0.97998046875}, {"start": 1707.48, "end": 1707.92, "word": " الأقل", "probability": 0.9449869791666666}, {"start": 1707.92, "end": 1708.46, "word": " منها،", "probability": 0.8665364583333334}, {"start": 1708.46, "end": 1708.76, "word": " الحد", "probability": 0.90625}, {"start": 1708.76, "end": 1709.08, "word": " الأقل", "probability": 0.986328125}, {"start": 1709.08, "end": 1709.56, "word": " منها،", "probability": 0.8382161458333334}, {"start": 1709.56, "end": 1709.82, "word": " وهذا", "probability": 0.774658203125}, {"start": 1709.82, "end": 1709.98, "word": " هو", "probability": 0.984375}, {"start": 1709.98, "end": 1710.1, "word": " اللي", "probability": 0.956787109375}, {"start": 1710.1, "end": 1710.64, "word": " هنتكلم", "probability": 0.9425048828125}, {"start": 1710.64, "end": 1711.14, "word": " عنه", "probability": 0.9931640625}, {"start": 1711.14, "end": 1712.82, "word": " كقيمة", "probability": 0.9547119140625}, {"start": 1712.82, "end": 1713.3, "word": " ال", "probability": 0.97216796875}, {"start": 1713.3, "end": 1713.96, "word": " performance", "probability": 0.97265625}, {"start": 1713.96, "end": 1714.8, "word": " هنا،", "probability": 0.7393798828125}, {"start": 1714.8, "end": 1714.9, "word": " اللي", "probability": 0.989013671875}, {"start": 1714.9, "end": 1714.98, "word": " هو", "probability": 0.99267578125}, {"start": 1714.98, "end": 1715.4, "word": " الحد", "probability": 0.990966796875}, {"start": 1715.4, "end": 1716.0, "word": " الأقل", "probability": 0.9874674479166666}, {"start": 1716.0, "end": 1716.68, "word": " من", "probability": 0.99267578125}, {"start": 1716.68, "end": 1717.06, "word": " الأربع", "probability": 0.7605794270833334}, {"start": 1717.06, "end": 1717.8, "word": " intervals،", "probability": 0.821044921875}, {"start": 1717.8, "end": 1717.92, "word": " من", "probability": 0.97607421875}, {"start": 1717.92, "end": 1718.36, "word": " الأربع", "probability": 0.9661458333333334}, {"start": 1718.36, "end": 1719.28, "word": " intervals،", "probability": 0.73486328125}, {"start": 1719.28, "end": 1719.64, "word": " فبقدر", "probability": 0.949462890625}, {"start": 1719.64, "end": 1719.76, "word": " أقول", "probability": 0.8623046875}, {"start": 1719.76, "end": 1720.14, "word": " بدأنا", "probability": 0.94775390625}, {"start": 1720.14, "end": 1720.72, "word": " بقيمة،", "probability": 0.753564453125}, {"start": 1720.72, "end": 1721.08, "word": " بقيمة", "probability": 0.8984375}, {"start": 1721.08, "end": 1721.5, "word": " معينة،", "probability": 0.950439453125}, {"start": 1721.5, "end": 1721.66, "word": " بقيمة", "probability": 0.8583984375}, {"start": 1721.66, "end": 1721.96, "word": " معينة،", "probability": 0.906005859375}, {"start": 1721.96, "end": 1722.08, "word": " هنا", "probability": 0.81982421875}, {"start": 1722.08, "end": 1722.34, "word": " طبعا", "probability": 0.81719970703125}, {"start": 1722.34, "end": 1722.84, "word": " بالسالب", "probability": 0.78240966796875}, {"start": 1722.84, "end": 1723.18, "word": " معناته", "probability": 0.8181966145833334}, {"start": 1723.18, "end": 1723.26, "word": " أن", "probability": 0.5205078125}, {"start": 1723.26, "end": 1723.52, "word": " كان", "probability": 0.2049560546875}, {"start": 1723.52, "end": 1723.78, "word": " فيه", "probability": 0.638427734375}, {"start": 1723.78, "end": 1724.2, "word": " عجز", "probability": 0.95263671875}], "temperature": 1.0}, {"id": 77, "seek": 173862, "start": 1724.66, "end": 1738.62, "text": "يعني بدأنا بعجز إن واحدة من الـ Intervals دولة ماكنتش مكمل خلّيني أقول مثلا الـ Interval التانية محتاجين تسعين ميجا وات ففي التسعين ميجا وات وجدنا إنه لأ أنا فعليا التبقى عندى بعد ما طلعت مجموعة للخدمة", "tokens": [40228, 22653, 47525, 10721, 8315, 45030, 7435, 11622, 36145, 36764, 24401, 3660, 9154, 2423, 39184, 5751, 19778, 11778, 12610, 3660, 19446, 19452, 2655, 8592, 3714, 24793, 1211, 16490, 1211, 11703, 9957, 1829, 5551, 39648, 50113, 15040, 2423, 39184, 5751, 3337, 16712, 7649, 10632, 3714, 33753, 26108, 9957, 6055, 3794, 3615, 9957, 3714, 1829, 7435, 995, 4032, 9307, 6156, 41185, 16712, 3794, 3615, 9957, 3714, 1829, 7435, 995, 4032, 9307, 49610, 3215, 8315, 36145, 3224, 5296, 10721, 41850, 6156, 3615, 20292, 995, 16712, 3555, 4587, 7578, 43242, 7578, 39182, 19446, 23032, 1211, 34268, 3714, 7435, 2304, 2407, 27884, 24976, 9778, 40448, 3660], "avg_logprob": -0.21446078679725236, "compression_ratio": 1.7107843137254901, "no_speech_prob": 5.0067901611328125e-06, "words": [{"start": 1724.66, "end": 1724.86, "word": "يعني", "probability": 0.823486328125}, {"start": 1724.86, "end": 1725.24, "word": " بدأنا", "probability": 0.9864908854166666}, {"start": 1725.24, "end": 1725.74, "word": " بعجز", "probability": 0.9417317708333334}, {"start": 1725.74, "end": 1726.2, "word": " إن", "probability": 0.23291015625}, {"start": 1726.2, "end": 1726.74, "word": " واحدة", "probability": 0.87451171875}, {"start": 1726.74, "end": 1726.8, "word": " من", "probability": 0.96923828125}, {"start": 1726.8, "end": 1726.92, "word": " الـ", "probability": 0.6129150390625}, {"start": 1726.92, "end": 1727.22, "word": " Intervals", "probability": 0.5164794921875}, {"start": 1727.22, "end": 1727.66, "word": " دولة", "probability": 0.6935221354166666}, {"start": 1727.66, "end": 1728.38, "word": " ماكنتش", "probability": 0.840576171875}, {"start": 1728.38, "end": 1728.8, "word": " مكمل", "probability": 0.9339192708333334}, {"start": 1728.8, "end": 1729.22, "word": " خلّيني", "probability": 0.7015625}, {"start": 1729.22, "end": 1729.4, "word": " أقول", "probability": 0.74853515625}, {"start": 1729.4, "end": 1729.6, "word": " مثلا", "probability": 0.77294921875}, {"start": 1729.6, "end": 1729.72, "word": " الـ", "probability": 0.7705078125}, {"start": 1729.72, "end": 1729.94, "word": " Interval", "probability": 0.82568359375}, {"start": 1729.94, "end": 1730.42, "word": " التانية", "probability": 0.85791015625}, {"start": 1730.42, "end": 1731.3, "word": " محتاجين", "probability": 0.86456298828125}, {"start": 1731.3, "end": 1732.06, "word": " تسعين", "probability": 0.8511962890625}, {"start": 1732.06, "end": 1732.36, "word": " ميجا", "probability": 0.930908203125}, {"start": 1732.36, "end": 1732.6, "word": " وات", "probability": 0.671875}, {"start": 1732.6, "end": 1733.1, "word": " ففي", "probability": 0.859619140625}, {"start": 1733.1, "end": 1733.48, "word": " التسعين", "probability": 0.8272705078125}, {"start": 1733.48, "end": 1733.76, "word": " ميجا", "probability": 0.990966796875}, {"start": 1733.76, "end": 1733.92, "word": " وات", "probability": 0.939208984375}, {"start": 1733.92, "end": 1734.28, "word": " وجدنا", "probability": 0.94384765625}, {"start": 1734.28, "end": 1734.5, "word": " إنه", "probability": 0.48046875}, {"start": 1734.5, "end": 1734.6, "word": " لأ", "probability": 0.881103515625}, {"start": 1734.6, "end": 1734.72, "word": " أنا", "probability": 0.6357421875}, {"start": 1734.72, "end": 1735.18, "word": " فعليا", "probability": 0.896728515625}, {"start": 1735.18, "end": 1736.4, "word": " التبقى", "probability": 0.86865234375}, {"start": 1736.4, "end": 1736.88, "word": " عندى", "probability": 0.700927734375}, {"start": 1736.88, "end": 1737.12, "word": " بعد", "probability": 0.94287109375}, {"start": 1737.12, "end": 1737.26, "word": " ما", "probability": 0.8759765625}, {"start": 1737.26, "end": 1737.6, "word": " طلعت", "probability": 0.9915364583333334}, {"start": 1737.6, "end": 1738.02, "word": " مجموعة", "probability": 0.903515625}, {"start": 1738.02, "end": 1738.62, "word": " للخدمة", "probability": 0.886474609375}], "temperature": 1.0}, {"id": 78, "seek": 176659, "start": 1739.81, "end": 1766.59, "text": "كانوا سبعين معناته في عندي عجز عشرين العجز عشرين هذا مانفعنيش وجدنا ان في عجز عشرة فهي مانس عشرة سالب عشرة لأ حسننا شويه في ال generation اللي وراها و اللي وراها و اللي وراها صار فيه ناقص خمسين هنا صفر صفر معناته ان واحدة من الأربع intervals دي كانت على الحد بالظبط على الحد بالظبط كله كان فيه زيادة لكن افترض التانية كانت تسعين بالظبط فخلاص أنا بتكلم عن تسعين", "tokens": [41361, 14407, 8608, 3555, 3615, 9957, 20449, 8315, 47395, 8978, 18871, 16254, 6225, 7435, 11622, 6225, 46309, 9957, 18863, 7435, 11622, 6225, 46309, 9957, 23758, 3714, 7649, 5172, 3615, 22653, 8592, 49610, 3215, 8315, 16472, 8978, 6225, 7435, 11622, 6225, 8592, 25720, 6156, 3224, 1829, 3714, 7649, 3794, 6225, 8592, 25720, 8608, 6027, 3555, 6225, 8592, 25720, 5296, 10721, 11331, 3794, 1863, 8315, 13412, 45865, 3224, 8978, 2423, 5125, 13672, 1829, 4032, 23557, 11296, 4032, 13672, 1829, 4032, 23557, 11296, 4032, 13672, 1829, 4032, 23557, 11296, 20328, 9640, 8978, 3224, 8717, 995, 4587, 9381, 16490, 2304, 3794, 9957, 34105, 20328, 5172, 2288, 20328, 5172, 2288, 20449, 8315, 47395, 16472, 36764, 24401, 3660, 9154, 16247, 25513, 3615, 26651, 11778, 1829, 25961, 2655, 15844, 21542, 3215, 20666, 19913, 3555, 9566, 15844, 21542, 3215, 20666, 19913, 3555, 9566, 28242, 3224, 25961, 8978, 3224, 30767, 1829, 18513, 3660, 44381, 1975, 5172, 2655, 43042, 16712, 7649, 10632, 25961, 2655, 6055, 3794, 3615, 9957, 20666, 19913, 3555, 9566, 6156, 9778, 1211, 33546, 41850, 39894, 4117, 19528, 18871, 6055, 3794, 3615, 9957], "avg_logprob": -0.13458806682716717, "compression_ratio": 2.1683848797250858, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1739.81, "end": 1740.15, "word": "كانوا", "probability": 0.806640625}, {"start": 1740.15, "end": 1740.53, "word": " سبعين", "probability": 0.8468017578125}, {"start": 1740.53, "end": 1741.05, "word": " معناته", "probability": 0.6814778645833334}, {"start": 1741.05, "end": 1741.17, "word": " في", "probability": 0.61279296875}, {"start": 1741.17, "end": 1741.41, "word": " عندي", "probability": 0.809814453125}, {"start": 1741.41, "end": 1742.15, "word": " عجز", "probability": 0.8689778645833334}, {"start": 1742.15, "end": 1742.79, "word": " عشرين", "probability": 0.87890625}, {"start": 1742.79, "end": 1743.59, "word": " العجز", "probability": 0.9202473958333334}, {"start": 1743.59, "end": 1743.93, "word": " عشرين", "probability": 0.9645182291666666}, {"start": 1743.93, "end": 1744.05, "word": " هذا", "probability": 0.7822265625}, {"start": 1744.05, "end": 1744.59, "word": " مانفعنيش", "probability": 0.8499348958333334}, {"start": 1744.59, "end": 1745.27, "word": " وجدنا", "probability": 0.8707682291666666}, {"start": 1745.27, "end": 1745.37, "word": " ان", "probability": 0.5}, {"start": 1745.37, "end": 1745.49, "word": " في", "probability": 0.56591796875}, {"start": 1745.49, "end": 1745.77, "word": " عجز", "probability": 0.9759114583333334}, {"start": 1745.77, "end": 1746.11, "word": " عشرة", "probability": 0.9503580729166666}, {"start": 1746.11, "end": 1746.79, "word": " فهي", "probability": 0.7265625}, {"start": 1746.79, "end": 1747.53, "word": " مانس", "probability": 0.5348714192708334}, {"start": 1747.53, "end": 1747.87, "word": " عشرة", "probability": 0.9469401041666666}, {"start": 1747.87, "end": 1748.37, "word": " سالب", "probability": 0.87890625}, {"start": 1748.37, "end": 1748.71, "word": " عشرة", "probability": 0.93603515625}, {"start": 1748.71, "end": 1749.61, "word": " لأ", "probability": 0.92041015625}, {"start": 1749.61, "end": 1750.17, "word": " حسننا", "probability": 0.8046875}, {"start": 1750.17, "end": 1750.49, "word": " شويه", "probability": 0.7993977864583334}, {"start": 1750.49, "end": 1750.59, "word": " في", "probability": 0.8369140625}, {"start": 1750.59, "end": 1751.09, "word": " ال", "probability": 0.95166015625}, {"start": 1751.09, "end": 1751.47, "word": " generation", "probability": 0.83837890625}, {"start": 1751.47, "end": 1751.67, "word": " اللي", "probability": 0.955078125}, {"start": 1751.67, "end": 1751.89, "word": " وراها", "probability": 0.9930013020833334}, {"start": 1751.89, "end": 1751.99, "word": " و", "probability": 0.89404296875}, {"start": 1751.99, "end": 1752.07, "word": " اللي", "probability": 0.92333984375}, {"start": 1752.07, "end": 1752.29, "word": " وراها", "probability": 0.9899088541666666}, {"start": 1752.29, "end": 1752.35, "word": " و", "probability": 0.9580078125}, {"start": 1752.35, "end": 1752.43, "word": " اللي", "probability": 0.984375}, {"start": 1752.43, "end": 1752.77, "word": " وراها", "probability": 0.9925130208333334}, {"start": 1752.77, "end": 1753.39, "word": " صار", "probability": 0.98046875}, {"start": 1753.39, "end": 1753.63, "word": " فيه", "probability": 0.78857421875}, {"start": 1753.63, "end": 1753.97, "word": " ناقص", "probability": 0.947021484375}, {"start": 1753.97, "end": 1754.45, "word": " خمسين", "probability": 0.9896240234375}, {"start": 1754.45, "end": 1755.15, "word": " هنا", "probability": 0.88037109375}, {"start": 1755.15, "end": 1755.53, "word": " صفر", "probability": 0.9676106770833334}, {"start": 1755.53, "end": 1756.37, "word": " صفر", "probability": 0.791015625}, {"start": 1756.37, "end": 1756.71, "word": " معناته", "probability": 0.9806315104166666}, {"start": 1756.71, "end": 1756.81, "word": " ان", "probability": 0.58154296875}, {"start": 1756.81, "end": 1757.09, "word": " واحدة", "probability": 0.9837239583333334}, {"start": 1757.09, "end": 1757.17, "word": " من", "probability": 0.99267578125}, {"start": 1757.17, "end": 1757.51, "word": " الأربع", "probability": 0.8484700520833334}, {"start": 1757.51, "end": 1757.95, "word": " intervals", "probability": 0.71875}, {"start": 1757.95, "end": 1758.07, "word": " دي", "probability": 0.6932373046875}, {"start": 1758.07, "end": 1758.53, "word": " كانت", "probability": 0.7061767578125}, {"start": 1758.53, "end": 1758.63, "word": " على", "probability": 0.9296875}, {"start": 1758.63, "end": 1758.93, "word": " الحد", "probability": 0.987548828125}, {"start": 1758.93, "end": 1760.17, "word": " بالظبط", "probability": 0.9871826171875}, {"start": 1760.17, "end": 1760.41, "word": " على", "probability": 0.875}, {"start": 1760.41, "end": 1760.67, "word": " الحد", "probability": 0.991943359375}, {"start": 1760.67, "end": 1761.15, "word": " بالظبط", "probability": 0.9952392578125}, {"start": 1761.15, "end": 1761.67, "word": " كله", "probability": 0.965576171875}, {"start": 1761.67, "end": 1761.81, "word": " كان", "probability": 0.9892578125}, {"start": 1761.81, "end": 1762.03, "word": " فيه", "probability": 0.749267578125}, {"start": 1762.03, "end": 1762.43, "word": " زيادة", "probability": 0.9820556640625}, {"start": 1762.43, "end": 1762.91, "word": " لكن", "probability": 0.94970703125}, {"start": 1762.91, "end": 1763.31, "word": " افترض", "probability": 0.9547119140625}, {"start": 1763.31, "end": 1763.87, "word": " التانية", "probability": 0.9586588541666666}, {"start": 1763.87, "end": 1764.27, "word": " كانت", "probability": 0.972900390625}, {"start": 1764.27, "end": 1764.55, "word": " تسعين", "probability": 0.982421875}, {"start": 1764.55, "end": 1765.05, "word": " بالظبط", "probability": 0.9947509765625}, {"start": 1765.05, "end": 1765.49, "word": " فخلاص", "probability": 0.976318359375}, {"start": 1765.49, "end": 1765.65, "word": " أنا", "probability": 0.505859375}, {"start": 1765.65, "end": 1766.01, "word": " بتكلم", "probability": 0.9381510416666666}, {"start": 1766.01, "end": 1766.15, "word": " عن", "probability": 0.99658203125}, {"start": 1766.15, "end": 1766.59, "word": " تسعين", "probability": 0.988037109375}], "temperature": 1.0}, {"id": 79, "seek": 179584, "start": 1767.38, "end": 1795.84, "text": "zero فإذا كاحتياطي توفر عندي هو صفر كويس و هكذا استمرت معانا بهذا الشكل و زي ما قلنا من المرة اللي فاتت هذا المتوسط متوسط كل ال chromosomes اللي داخل الجيل الأول للجيل نفسه في هذه ال generations داخل ال generation الواحدة هذه مجموعة ال generations كويس لكن الأحمر هذا هي أفضل gene أفضل chromosome عفوا أفضل chromosome من العشرين chromosome داخل", "tokens": [32226, 6156, 28814, 15730, 9122, 39319, 31371, 41193, 1829, 33427, 5172, 2288, 18871, 16254, 31439, 20328, 5172, 2288, 9122, 45865, 3794, 4032, 8032, 4117, 15730, 44713, 29973, 2655, 20449, 7649, 995, 39627, 15730, 25124, 28820, 4032, 30767, 1829, 19446, 12174, 1211, 8315, 9154, 9673, 25720, 13672, 1829, 6156, 9307, 2655, 23758, 9673, 2655, 41779, 9566, 44650, 41779, 9566, 28242, 2423, 45228, 13672, 1829, 11778, 47283, 1211, 25724, 26895, 16247, 12610, 24976, 7435, 26895, 8717, 36178, 3224, 8978, 29538, 2423, 10593, 11778, 47283, 1211, 2423, 5125, 2423, 14407, 24401, 3660, 29538, 3714, 7435, 2304, 2407, 27884, 2423, 10593, 9122, 45865, 3794, 44381, 16247, 5016, 29973, 23758, 39896, 5551, 5172, 11242, 1211, 12186, 5551, 5172, 11242, 1211, 42896, 6225, 5172, 14407, 5551, 5172, 11242, 1211, 42896, 9154, 18863, 46309, 9957, 42896, 11778, 47283, 1211], "avg_logprob": -0.14602914026805333, "compression_ratio": 2.044943820224719, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 1767.38, "end": 1767.86, "word": "zero", "probability": 0.429443359375}, {"start": 1767.86, "end": 1768.52, "word": " فإذا", "probability": 0.7473958333333334}, {"start": 1768.52, "end": 1770.18, "word": " كاحتياطي", "probability": 0.89345703125}, {"start": 1770.18, "end": 1770.98, "word": " توفر", "probability": 0.8816731770833334}, {"start": 1770.98, "end": 1771.22, "word": " عندي", "probability": 0.6724853515625}, {"start": 1771.22, "end": 1771.4, "word": " هو", "probability": 0.91455078125}, {"start": 1771.4, "end": 1772.3, "word": " صفر", "probability": 0.9033203125}, {"start": 1772.3, "end": 1772.9, "word": " كويس", "probability": 0.8728841145833334}, {"start": 1772.9, "end": 1773.16, "word": " و", "probability": 0.55859375}, {"start": 1773.16, "end": 1773.46, "word": " هكذا", "probability": 0.8859049479166666}, {"start": 1773.46, "end": 1774.0, "word": " استمرت", "probability": 0.91650390625}, {"start": 1774.0, "end": 1774.46, "word": " معانا", "probability": 0.95751953125}, {"start": 1774.46, "end": 1775.0, "word": " بهذا", "probability": 0.9296875}, {"start": 1775.0, "end": 1775.34, "word": " الشكل", "probability": 0.9931640625}, {"start": 1775.34, "end": 1775.48, "word": " و", "probability": 0.818359375}, {"start": 1775.48, "end": 1775.56, "word": " زي", "probability": 0.853759765625}, {"start": 1775.56, "end": 1775.62, "word": " ما", "probability": 0.9765625}, {"start": 1775.62, "end": 1775.82, "word": " قلنا", "probability": 0.9099934895833334}, {"start": 1775.82, "end": 1775.9, "word": " من", "probability": 0.74365234375}, {"start": 1775.9, "end": 1776.08, "word": " المرة", "probability": 0.943603515625}, {"start": 1776.08, "end": 1776.2, "word": " اللي", "probability": 0.704345703125}, {"start": 1776.2, "end": 1776.42, "word": " فاتت", "probability": 0.923828125}, {"start": 1776.42, "end": 1776.58, "word": " هذا", "probability": 0.3017578125}, {"start": 1776.58, "end": 1777.34, "word": " المتوسط", "probability": 0.986572265625}, {"start": 1777.34, "end": 1778.38, "word": " متوسط", "probability": 0.8611653645833334}, {"start": 1778.38, "end": 1779.64, "word": " كل", "probability": 0.95263671875}, {"start": 1779.64, "end": 1779.94, "word": " ال", "probability": 0.361083984375}, {"start": 1779.94, "end": 1780.56, "word": " chromosomes", "probability": 0.93603515625}, {"start": 1780.56, "end": 1781.18, "word": " اللي", "probability": 0.97314453125}, {"start": 1781.18, "end": 1781.48, "word": " داخل", "probability": 0.9816080729166666}, {"start": 1781.48, "end": 1781.8, "word": " الجيل", "probability": 0.9208984375}, {"start": 1781.8, "end": 1782.18, "word": " الأول", "probability": 0.951171875}, {"start": 1782.18, "end": 1782.66, "word": " للجيل", "probability": 0.8155110677083334}, {"start": 1782.66, "end": 1783.32, "word": " نفسه", "probability": 0.9978841145833334}, {"start": 1783.32, "end": 1783.64, "word": " في", "probability": 0.493896484375}, {"start": 1783.64, "end": 1783.82, "word": " هذه", "probability": 0.62548828125}, {"start": 1783.82, "end": 1783.94, "word": " ال", "probability": 0.86181640625}, {"start": 1783.94, "end": 1784.42, "word": " generations", "probability": 0.8447265625}, {"start": 1784.42, "end": 1785.28, "word": " داخل", "probability": 0.9661458333333334}, {"start": 1785.28, "end": 1785.38, "word": " ال", "probability": 0.64306640625}, {"start": 1785.38, "end": 1785.72, "word": " generation", "probability": 0.94921875}, {"start": 1785.72, "end": 1786.24, "word": " الواحدة", "probability": 0.8563232421875}, {"start": 1786.24, "end": 1786.58, "word": " هذه", "probability": 0.8115234375}, {"start": 1786.58, "end": 1786.84, "word": " مجموعة", "probability": 0.90869140625}, {"start": 1786.84, "end": 1786.98, "word": " ال", "probability": 0.91650390625}, {"start": 1786.98, "end": 1787.4, "word": " generations", "probability": 0.84619140625}, {"start": 1787.4, "end": 1788.02, "word": " كويس", "probability": 0.89599609375}, {"start": 1788.02, "end": 1788.58, "word": " لكن", "probability": 0.9169921875}, {"start": 1788.58, "end": 1789.18, "word": " الأحمر", "probability": 0.97705078125}, {"start": 1789.18, "end": 1789.58, "word": " هذا", "probability": 0.8798828125}, {"start": 1789.58, "end": 1790.0, "word": " هي", "probability": 0.8076171875}, {"start": 1790.0, "end": 1790.5, "word": " أفضل", "probability": 0.9700927734375}, {"start": 1790.5, "end": 1791.02, "word": " gene", "probability": 0.830078125}, {"start": 1791.02, "end": 1791.64, "word": " أفضل", "probability": 0.8795166015625}, {"start": 1791.64, "end": 1792.1, "word": " chromosome", "probability": 0.9365234375}, {"start": 1792.1, "end": 1792.4, "word": " عفوا", "probability": 0.92138671875}, {"start": 1792.4, "end": 1792.94, "word": " أفضل", "probability": 0.9647216796875}, {"start": 1792.94, "end": 1793.58, "word": " chromosome", "probability": 0.9794921875}, {"start": 1793.58, "end": 1794.04, "word": " من", "probability": 0.9951171875}, {"start": 1794.04, "end": 1794.6, "word": " العشرين", "probability": 0.9161783854166666}, {"start": 1794.6, "end": 1795.2, "word": " chromosome", "probability": 0.8134765625}, {"start": 1795.2, "end": 1795.84, "word": " داخل", "probability": 0.9794921875}], "temperature": 1.0}, {"id": 80, "seek": 181164, "start": 1796.56, "end": 1811.64, "text": "داخل مين؟ داخل ال generation، داخل الجيل ككل، فعادة بكون أفضل واحد قيمته عالية وابتنزلش، ليش ابتنزلش؟ بكل بساطة، قلناها المرة اللي فاتت برضه، لأنه أنا بضلني مخزنه على أساس إنه في الجيل اللي وراه، هل إجا أحسن منه ولا مجاش؟", "tokens": [3215, 47283, 1211, 3714, 9957, 22807, 11778, 47283, 1211, 2423, 5125, 12399, 11778, 47283, 1211, 25724, 26895, 9122, 28820, 12399, 6156, 3615, 18513, 3660, 4724, 30544, 5551, 5172, 11242, 1211, 36764, 24401, 12174, 32640, 47395, 6225, 6027, 10632, 4032, 16758, 2655, 1863, 11622, 1211, 8592, 12399, 32239, 8592, 48127, 2655, 1863, 11622, 1211, 8592, 22807, 4724, 28820, 4724, 3794, 41193, 3660, 12399, 12174, 1211, 8315, 11296, 9673, 25720, 13672, 1829, 6156, 9307, 2655, 4724, 43042, 3224, 12399, 5296, 33456, 3224, 41850, 4724, 11242, 1211, 22653, 3714, 9778, 11622, 1863, 3224, 15844, 5551, 3794, 32277, 36145, 3224, 8978, 25724, 26895, 13672, 1829, 4032, 23557, 3224, 12399, 8032, 1211, 11933, 7435, 995, 5551, 5016, 3794, 1863, 9154, 3224, 49429, 3714, 7435, 33599, 22807], "avg_logprob": -0.13896003609797994, "compression_ratio": 1.7899543378995433, "no_speech_prob": 8.344650268554688e-07, "words": [{"start": 1796.56, "end": 1796.92, "word": "داخل", "probability": 0.9724934895833334}, {"start": 1796.92, "end": 1797.28, "word": " مين؟", "probability": 0.7672526041666666}, {"start": 1797.28, "end": 1797.52, "word": " داخل", "probability": 0.955078125}, {"start": 1797.52, "end": 1797.58, "word": " ال", "probability": 0.84912109375}, {"start": 1797.58, "end": 1798.28, "word": " generation،", "probability": 0.775146484375}, {"start": 1798.28, "end": 1798.64, "word": " داخل", "probability": 0.9441731770833334}, {"start": 1798.64, "end": 1799.0, "word": " الجيل", "probability": 0.982666015625}, {"start": 1799.0, "end": 1799.72, "word": " ككل،", "probability": 0.9261067708333334}, {"start": 1799.72, "end": 1800.68, "word": " فعادة", "probability": 0.982421875}, {"start": 1800.68, "end": 1800.94, "word": " بكون", "probability": 0.46484375}, {"start": 1800.94, "end": 1801.24, "word": " أفضل", "probability": 0.9708251953125}, {"start": 1801.24, "end": 1801.7, "word": " واحد", "probability": 0.98876953125}, {"start": 1801.7, "end": 1802.18, "word": " قيمته", "probability": 0.9931640625}, {"start": 1802.18, "end": 1802.5, "word": " عالية", "probability": 0.9910481770833334}, {"start": 1802.5, "end": 1803.52, "word": " وابتنزلش،", "probability": 0.8576202392578125}, {"start": 1803.52, "end": 1803.72, "word": " ليش", "probability": 0.932373046875}, {"start": 1803.72, "end": 1804.58, "word": " ابتنزلش؟", "probability": 0.9470563616071429}, {"start": 1804.58, "end": 1804.82, "word": " بكل", "probability": 0.937744140625}, {"start": 1804.82, "end": 1805.18, "word": " بساطة،", "probability": 0.86357421875}, {"start": 1805.18, "end": 1805.44, "word": " قلناها", "probability": 0.8515625}, {"start": 1805.44, "end": 1805.64, "word": " المرة", "probability": 0.947021484375}, {"start": 1805.64, "end": 1805.76, "word": " اللي", "probability": 0.93115234375}, {"start": 1805.76, "end": 1806.08, "word": " فاتت", "probability": 0.9931640625}, {"start": 1806.08, "end": 1806.64, "word": " برضه،", "probability": 0.9278564453125}, {"start": 1806.64, "end": 1806.9, "word": " لأنه", "probability": 0.8780924479166666}, {"start": 1806.9, "end": 1807.02, "word": " أنا", "probability": 0.76220703125}, {"start": 1807.02, "end": 1807.4, "word": " بضلني", "probability": 0.7628173828125}, {"start": 1807.4, "end": 1808.18, "word": " مخزنه", "probability": 0.93173828125}, {"start": 1808.18, "end": 1808.66, "word": " على", "probability": 0.5751953125}, {"start": 1808.66, "end": 1808.9, "word": " أساس", "probability": 0.93994140625}, {"start": 1808.9, "end": 1809.06, "word": " إنه", "probability": 0.694580078125}, {"start": 1809.06, "end": 1809.12, "word": " في", "probability": 0.95458984375}, {"start": 1809.12, "end": 1809.48, "word": " الجيل", "probability": 0.9794921875}, {"start": 1809.48, "end": 1809.68, "word": " اللي", "probability": 0.990478515625}, {"start": 1809.68, "end": 1810.1, "word": " وراه،", "probability": 0.9122314453125}, {"start": 1810.1, "end": 1810.24, "word": " هل", "probability": 0.972412109375}, {"start": 1810.24, "end": 1810.42, "word": " إجا", "probability": 0.62841796875}, {"start": 1810.42, "end": 1810.72, "word": " أحسن", "probability": 0.994873046875}, {"start": 1810.72, "end": 1810.96, "word": " منه", "probability": 0.990478515625}, {"start": 1810.96, "end": 1811.08, "word": " ولا", "probability": 0.84912109375}, {"start": 1811.08, "end": 1811.64, "word": " مجاش؟", "probability": 0.8260498046875}], "temperature": 1.0}, {"id": 81, "seek": 183920, "start": 1812.56, "end": 1839.2, "text": "إذا في أحسن منه بنستبدله معناته إذا أنا بعمل maximization مستحيل هتجل مستحيل هتجل لأ بالعكس أنا متوقع إنه تزيد في أسوأ الأحوال يظل كما هو فخلاص باخده كحل في النهاية وهذا اللي حصل معانا الحقيقة ثبتت عند الخمستعش خمستعش بمعنى إنه حسب الجدولة اللي طلعت عندنا وهذا الوقت هنشوف إيش هي الجدولة بالظبط", "tokens": [28814, 15730, 8978, 5551, 5016, 3794, 1863, 9154, 3224, 44945, 14851, 44510, 43761, 20449, 8315, 47395, 11933, 15730, 41850, 4724, 25957, 1211, 5138, 2144, 3714, 14851, 5016, 26895, 8032, 2655, 7435, 1211, 3714, 14851, 5016, 26895, 8032, 2655, 7435, 1211, 5296, 10721, 20666, 3615, 4117, 3794, 41850, 44650, 30543, 3615, 36145, 3224, 6055, 11622, 25708, 8978, 5551, 3794, 2407, 10721, 16247, 5016, 2407, 6027, 7251, 19913, 1211, 9122, 15042, 31439, 6156, 9778, 1211, 33546, 4724, 47283, 3215, 3224, 9122, 5016, 1211, 8978, 28239, 11296, 10632, 37037, 15730, 13672, 1829, 11331, 36520, 20449, 7649, 995, 21542, 38436, 28671, 38637, 3555, 2655, 2655, 43242, 33962, 2304, 14851, 3615, 8592, 16490, 2304, 14851, 3615, 8592, 4724, 2304, 3615, 1863, 7578, 36145, 3224, 11331, 35457, 25724, 3215, 12610, 3660, 13672, 1829, 23032, 1211, 34268, 43242, 8315, 37037, 15730, 2423, 30543, 2655, 8032, 1863, 8592, 38688, 11933, 1829, 8592, 39896, 25724, 3215, 12610, 3660, 20666, 19913, 3555, 9566], "avg_logprob": -0.1433644515353364, "compression_ratio": 1.9514925373134329, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1812.56, "end": 1812.82, "word": "إذا", "probability": 0.8583984375}, {"start": 1812.82, "end": 1812.94, "word": " في", "probability": 0.414794921875}, {"start": 1812.94, "end": 1813.26, "word": " أحسن", "probability": 0.96044921875}, {"start": 1813.26, "end": 1813.58, "word": " منه", "probability": 0.981201171875}, {"start": 1813.58, "end": 1814.68, "word": " بنستبدله", "probability": 0.849609375}, {"start": 1814.68, "end": 1815.76, "word": " معناته", "probability": 0.779296875}, {"start": 1815.76, "end": 1816.34, "word": " إذا", "probability": 0.927001953125}, {"start": 1816.34, "end": 1816.5, "word": " أنا", "probability": 0.83203125}, {"start": 1816.5, "end": 1816.9, "word": " بعمل", "probability": 0.8987630208333334}, {"start": 1816.9, "end": 1817.78, "word": " maximization", "probability": 0.6512451171875}, {"start": 1817.78, "end": 1819.08, "word": " مستحيل", "probability": 0.9500732421875}, {"start": 1819.08, "end": 1819.9, "word": " هتجل", "probability": 0.850341796875}, {"start": 1819.9, "end": 1820.84, "word": " مستحيل", "probability": 0.836181640625}, {"start": 1820.84, "end": 1821.18, "word": " هتجل", "probability": 0.9715576171875}, {"start": 1821.18, "end": 1821.34, "word": " لأ", "probability": 0.87255859375}, {"start": 1821.34, "end": 1821.68, "word": " بالعكس", "probability": 0.963623046875}, {"start": 1821.68, "end": 1821.82, "word": " أنا", "probability": 0.77734375}, {"start": 1821.82, "end": 1822.22, "word": " متوقع", "probability": 0.85986328125}, {"start": 1822.22, "end": 1822.36, "word": " إنه", "probability": 0.65087890625}, {"start": 1822.36, "end": 1822.8, "word": " تزيد", "probability": 0.9837239583333334}, {"start": 1822.8, "end": 1823.48, "word": " في", "probability": 0.83251953125}, {"start": 1823.48, "end": 1823.74, "word": " أسوأ", "probability": 0.97802734375}, {"start": 1823.74, "end": 1824.14, "word": " الأحوال", "probability": 0.9859619140625}, {"start": 1824.14, "end": 1824.44, "word": " يظل", "probability": 0.861328125}, {"start": 1824.44, "end": 1824.92, "word": " كما", "probability": 0.95361328125}, {"start": 1824.92, "end": 1825.08, "word": " هو", "probability": 0.99755859375}, {"start": 1825.08, "end": 1825.46, "word": " فخلاص", "probability": 0.9271240234375}, {"start": 1825.46, "end": 1825.78, "word": " باخده", "probability": 0.9212646484375}, {"start": 1825.78, "end": 1826.04, "word": " كحل", "probability": 0.9210611979166666}, {"start": 1826.04, "end": 1826.18, "word": " في", "probability": 0.9326171875}, {"start": 1826.18, "end": 1826.56, "word": " النهاية", "probability": 0.9606119791666666}, {"start": 1826.56, "end": 1827.24, "word": " وهذا", "probability": 0.826904296875}, {"start": 1827.24, "end": 1827.44, "word": " اللي", "probability": 0.987060546875}, {"start": 1827.44, "end": 1827.94, "word": " حصل", "probability": 0.992919921875}, {"start": 1827.94, "end": 1828.28, "word": " معانا", "probability": 0.9391276041666666}, {"start": 1828.28, "end": 1828.78, "word": " الحقيقة", "probability": 0.9835611979166666}, {"start": 1828.78, "end": 1830.48, "word": " ثبتت", "probability": 0.9803466796875}, {"start": 1830.48, "end": 1830.72, "word": " عند", "probability": 0.98876953125}, {"start": 1830.72, "end": 1831.68, "word": " الخمستعش", "probability": 0.649951171875}, {"start": 1831.68, "end": 1832.76, "word": " خمستعش", "probability": 0.90576171875}, {"start": 1832.76, "end": 1833.28, "word": " بمعنى", "probability": 0.97763671875}, {"start": 1833.28, "end": 1833.76, "word": " إنه", "probability": 0.78515625}, {"start": 1833.76, "end": 1834.12, "word": " حسب", "probability": 0.994140625}, {"start": 1834.12, "end": 1836.12, "word": " الجدولة", "probability": 0.9219970703125}, {"start": 1836.12, "end": 1836.26, "word": " اللي", "probability": 0.815185546875}, {"start": 1836.26, "end": 1836.6, "word": " طلعت", "probability": 0.98779296875}, {"start": 1836.6, "end": 1837.1, "word": " عندنا", "probability": 0.89306640625}, {"start": 1837.1, "end": 1837.42, "word": " وهذا", "probability": 0.3365478515625}, {"start": 1837.42, "end": 1837.54, "word": " الوقت", "probability": 0.9288736979166666}, {"start": 1837.54, "end": 1837.84, "word": " هنشوف", "probability": 0.9384765625}, {"start": 1837.84, "end": 1838.02, "word": " إيش", "probability": 0.5565592447916666}, {"start": 1838.02, "end": 1838.14, "word": " هي", "probability": 0.966796875}, {"start": 1838.14, "end": 1838.56, "word": " الجدولة", "probability": 0.9837646484375}, {"start": 1838.56, "end": 1839.2, "word": " بالظبط", "probability": 0.9461669921875}], "temperature": 1.0}, {"id": 82, "seek": 185694, "start": 1839.78, "end": 1856.94, "text": "حسب جدولة معينة طلعت عنها فكان الفائض قيمته 15 كحد أدنى كحد أدنى من الأربع intervals من الأربع intervals طيب هات بدنا نمسك الحل اللي طلعلي هذا الكلام اللي هو الخط الأحمر بدنا نمسكه", "tokens": [5016, 35457, 10874, 3215, 12610, 3660, 20449, 9957, 3660, 23032, 1211, 34268, 18871, 11296, 6156, 41361, 27188, 16373, 11242, 12174, 32640, 47395, 2119, 9122, 24401, 5551, 3215, 1863, 7578, 9122, 24401, 5551, 3215, 1863, 7578, 9154, 16247, 25513, 3615, 26651, 9154, 16247, 25513, 3615, 26651, 23032, 1829, 3555, 8032, 9307, 47525, 8315, 8717, 2304, 3794, 4117, 21542, 1211, 13672, 1829, 23032, 1211, 3615, 20292, 23758, 2423, 28820, 10943, 13672, 1829, 31439, 33962, 9566, 16247, 5016, 29973, 47525, 8315, 8717, 2304, 3794, 4117, 3224], "avg_logprob": -0.1317894295567558, "compression_ratio": 1.7443181818181819, "no_speech_prob": 0.0, "words": [{"start": 1839.78, "end": 1840.24, "word": "حسب", "probability": 0.915771484375}, {"start": 1840.24, "end": 1841.0, "word": " جدولة", "probability": 0.99267578125}, {"start": 1841.0, "end": 1841.62, "word": " معينة", "probability": 0.9765625}, {"start": 1841.62, "end": 1842.12, "word": " طلعت", "probability": 0.95166015625}, {"start": 1842.12, "end": 1842.5, "word": " عنها", "probability": 0.564208984375}, {"start": 1842.5, "end": 1843.06, "word": " فكان", "probability": 0.84033203125}, {"start": 1843.06, "end": 1843.42, "word": " الفائض", "probability": 0.8312174479166666}, {"start": 1843.42, "end": 1843.72, "word": " قيمته", "probability": 0.9934895833333334}, {"start": 1843.72, "end": 1844.38, "word": " 15", "probability": 0.75390625}, {"start": 1844.38, "end": 1845.16, "word": " كحد", "probability": 0.917724609375}, {"start": 1845.16, "end": 1846.2, "word": " أدنى", "probability": 0.932373046875}, {"start": 1846.2, "end": 1847.34, "word": " كحد", "probability": 0.59588623046875}, {"start": 1847.34, "end": 1848.32, "word": " أدنى", "probability": 0.9752197265625}, {"start": 1848.32, "end": 1848.76, "word": " من", "probability": 0.9384765625}, {"start": 1848.76, "end": 1849.12, "word": " الأربع", "probability": 0.9020182291666666}, {"start": 1849.12, "end": 1849.66, "word": " intervals", "probability": 0.418701171875}, {"start": 1849.66, "end": 1850.38, "word": " من", "probability": 0.640625}, {"start": 1850.38, "end": 1850.76, "word": " الأربع", "probability": 0.97607421875}, {"start": 1850.76, "end": 1851.24, "word": " intervals", "probability": 0.84130859375}, {"start": 1851.24, "end": 1852.02, "word": " طيب", "probability": 0.8982747395833334}, {"start": 1852.02, "end": 1852.24, "word": " هات", "probability": 0.74658203125}, {"start": 1852.24, "end": 1852.42, "word": " بدنا", "probability": 0.928955078125}, {"start": 1852.42, "end": 1852.76, "word": " نمسك", "probability": 0.9951171875}, {"start": 1852.76, "end": 1853.1, "word": " الحل", "probability": 0.98486328125}, {"start": 1853.1, "end": 1853.2, "word": " اللي", "probability": 0.92041015625}, {"start": 1853.2, "end": 1853.6, "word": " طلعلي", "probability": 0.833740234375}, {"start": 1853.6, "end": 1853.82, "word": " هذا", "probability": 0.466552734375}, {"start": 1853.82, "end": 1854.84, "word": " الكلام", "probability": 0.83251953125}, {"start": 1854.84, "end": 1854.94, "word": " اللي", "probability": 0.964111328125}, {"start": 1854.94, "end": 1855.02, "word": " هو", "probability": 0.9755859375}, {"start": 1855.02, "end": 1855.26, "word": " الخط", "probability": 0.981201171875}, {"start": 1855.26, "end": 1855.74, "word": " الأحمر", "probability": 0.9694010416666666}, {"start": 1855.74, "end": 1856.52, "word": " بدنا", "probability": 0.83935546875}, {"start": 1856.52, "end": 1856.94, "word": " نمسكه", "probability": 0.9953125}], "temperature": 1.0}, {"id": 83, "seek": 188499, "start": 1857.83, "end": 1884.99, "text": "طبعا ناخد بالنا بس من المواصفات اللي فوق هذه مجموعة ال parameters اللي مهمة جدا انه في عند ال N هنا قيمتها عشرين عشرين ايش يعني عشرين يعني عدد الكروموزومس في الجيل الواحد ال PC 0.7 معناه ذلك انه هاد ال cross over probability و ال PM او ال mutation probability واحد من الف تمام هل وجد الرسم اللي موجودة قدامك تحت هنا ال block", "tokens": [9566, 3555, 3615, 995, 8717, 47283, 3215, 20666, 8315, 4724, 3794, 9154, 9673, 2407, 33546, 5172, 9307, 13672, 1829, 6156, 30543, 29538, 3714, 7435, 2304, 2407, 27884, 2423, 9834, 13672, 1829, 3714, 16095, 3660, 10874, 28259, 16472, 3224, 8978, 43242, 2423, 426, 34105, 12174, 32640, 2655, 11296, 6225, 46309, 9957, 6225, 46309, 9957, 1975, 1829, 8592, 37495, 22653, 6225, 46309, 9957, 37495, 22653, 6225, 3215, 3215, 33251, 2288, 20498, 2407, 11622, 20498, 3794, 8978, 25724, 26895, 2423, 14407, 24401, 2423, 6465, 1958, 13, 22, 20449, 8315, 3224, 29910, 23275, 16472, 3224, 8032, 18513, 2423, 3278, 670, 8482, 4032, 2423, 12499, 1975, 2407, 2423, 27960, 8482, 36764, 24401, 9154, 27188, 46811, 10943, 8032, 1211, 49610, 3215, 34892, 38251, 13672, 1829, 3714, 29245, 23328, 3660, 12174, 3215, 10943, 4117, 6055, 33753, 34105, 2423, 3461], "avg_logprob": -0.20617951800052384, "compression_ratio": 1.8, "no_speech_prob": 0.0, "words": [{"start": 1857.83, "end": 1858.19, "word": "طبعا", "probability": 0.9300537109375}, {"start": 1858.19, "end": 1858.73, "word": " ناخد", "probability": 0.8444010416666666}, {"start": 1858.73, "end": 1859.01, "word": " بالنا", "probability": 0.86328125}, {"start": 1859.01, "end": 1859.15, "word": " بس", "probability": 0.841552734375}, {"start": 1859.15, "end": 1859.27, "word": " من", "probability": 0.931640625}, {"start": 1859.27, "end": 1859.85, "word": " المواصفات", "probability": 0.97685546875}, {"start": 1859.85, "end": 1860.01, "word": " اللي", "probability": 0.777587890625}, {"start": 1860.01, "end": 1860.25, "word": " فوق", "probability": 0.9921875}, {"start": 1860.25, "end": 1860.51, "word": " هذه", "probability": 0.59423828125}, {"start": 1860.51, "end": 1861.03, "word": " مجموعة", "probability": 0.89130859375}, {"start": 1861.03, "end": 1861.17, "word": " ال", "probability": 0.9111328125}, {"start": 1861.17, "end": 1861.61, "word": " parameters", "probability": 0.873046875}, {"start": 1861.61, "end": 1861.87, "word": " اللي", "probability": 0.83935546875}, {"start": 1861.87, "end": 1862.31, "word": " مهمة", "probability": 0.9368489583333334}, {"start": 1862.31, "end": 1862.57, "word": " جدا", "probability": 0.996337890625}, {"start": 1862.57, "end": 1863.05, "word": " انه", "probability": 0.636962890625}, {"start": 1863.05, "end": 1863.15, "word": " في", "probability": 0.884765625}, {"start": 1863.15, "end": 1863.33, "word": " عند", "probability": 0.65869140625}, {"start": 1863.33, "end": 1863.59, "word": " ال", "probability": 0.6572265625}, {"start": 1863.59, "end": 1863.85, "word": " N", "probability": 0.64208984375}, {"start": 1863.85, "end": 1864.17, "word": " هنا", "probability": 0.98583984375}, {"start": 1864.17, "end": 1864.81, "word": " قيمتها", "probability": 0.9942626953125}, {"start": 1864.81, "end": 1865.53, "word": " عشرين", "probability": 0.8977864583333334}, {"start": 1865.53, "end": 1866.11, "word": " عشرين", "probability": 0.83740234375}, {"start": 1866.11, "end": 1866.27, "word": " ايش", "probability": 0.642333984375}, {"start": 1866.27, "end": 1866.43, "word": " يعني", "probability": 0.883056640625}, {"start": 1866.43, "end": 1866.91, "word": " عشرين", "probability": 0.91748046875}, {"start": 1866.91, "end": 1867.59, "word": " يعني", "probability": 0.79052734375}, {"start": 1867.59, "end": 1869.07, "word": " عدد", "probability": 0.9596354166666666}, {"start": 1869.07, "end": 1869.73, "word": " الكروموزومس", "probability": 0.6887904575892857}, {"start": 1869.73, "end": 1869.85, "word": " في", "probability": 0.888671875}, {"start": 1869.85, "end": 1870.11, "word": " الجيل", "probability": 0.912841796875}, {"start": 1870.11, "end": 1871.21, "word": " الواحد", "probability": 0.9085286458333334}, {"start": 1871.21, "end": 1872.05, "word": " ال", "probability": 0.962890625}, {"start": 1872.05, "end": 1872.41, "word": " PC", "probability": 0.55615234375}, {"start": 1872.41, "end": 1872.99, "word": " 0", "probability": 0.501953125}, {"start": 1872.99, "end": 1873.55, "word": ".7", "probability": 0.991943359375}, {"start": 1873.55, "end": 1873.93, "word": " معناه", "probability": 0.6643880208333334}, {"start": 1873.93, "end": 1874.09, "word": " ذلك", "probability": 0.673583984375}, {"start": 1874.09, "end": 1874.29, "word": " انه", "probability": 0.5941162109375}, {"start": 1874.29, "end": 1874.41, "word": " هاد", "probability": 0.393310546875}, {"start": 1874.41, "end": 1874.57, "word": " ال", "probability": 0.97509765625}, {"start": 1874.57, "end": 1875.61, "word": " cross", "probability": 0.529296875}, {"start": 1875.61, "end": 1875.91, "word": " over", "probability": 0.76611328125}, {"start": 1875.91, "end": 1876.55, "word": " probability", "probability": 0.9423828125}, {"start": 1876.55, "end": 1877.05, "word": " و", "probability": 0.83203125}, {"start": 1877.05, "end": 1877.41, "word": " ال", "probability": 0.8642578125}, {"start": 1877.41, "end": 1877.93, "word": " PM", "probability": 0.90185546875}, {"start": 1877.93, "end": 1878.55, "word": " او", "probability": 0.903076171875}, {"start": 1878.55, "end": 1879.09, "word": " ال", "probability": 0.9443359375}, {"start": 1879.09, "end": 1879.47, "word": " mutation", "probability": 0.74267578125}, {"start": 1879.47, "end": 1880.19, "word": " probability", "probability": 0.8759765625}, {"start": 1880.19, "end": 1880.81, "word": " واحد", "probability": 0.829345703125}, {"start": 1880.81, "end": 1881.03, "word": " من", "probability": 0.99169921875}, {"start": 1881.03, "end": 1881.43, "word": " الف", "probability": 0.95654296875}, {"start": 1881.43, "end": 1881.79, "word": " تمام", "probability": 0.96044921875}, {"start": 1881.79, "end": 1882.13, "word": " هل", "probability": 0.740478515625}, {"start": 1882.13, "end": 1882.29, "word": " وجد", "probability": 0.814453125}, {"start": 1882.29, "end": 1882.65, "word": " الرسم", "probability": 0.937744140625}, {"start": 1882.65, "end": 1882.81, "word": " اللي", "probability": 0.831298828125}, {"start": 1882.81, "end": 1883.21, "word": " موجودة", "probability": 0.8814697265625}, {"start": 1883.21, "end": 1883.63, "word": " قدامك", "probability": 0.9058837890625}, {"start": 1883.63, "end": 1883.97, "word": " تحت", "probability": 0.7197265625}, {"start": 1883.97, "end": 1884.21, "word": " هنا", "probability": 0.98779296875}, {"start": 1884.21, "end": 1884.59, "word": " ال", "probability": 0.7314453125}, {"start": 1884.59, "end": 1884.99, "word": " block", "probability": 0.919921875}], "temperature": 1.0}, {"id": 84, "seek": 190538, "start": 1885.34, "end": 1905.38, "text": "الـ block اللي تحت هذا هو الحل حقيقة هذا هو الحل كيف هو الحل الجزء الرمادي هنا اللي في الأسفل هذا هو ال required هذا جزء ال required اللي في الأسفل تحت هتيجي تتطلع هنجد انه في ال interval الأولى محتاج 80 فالحد هو عند ال 80", "tokens": [6027, 39184, 3461, 13672, 1829, 6055, 33753, 23758, 31439, 21542, 1211, 11331, 38436, 28671, 23758, 31439, 21542, 1211, 9122, 33911, 31439, 21542, 1211, 25724, 11622, 38207, 34892, 15042, 16254, 34105, 13672, 1829, 8978, 16247, 3794, 5172, 1211, 23758, 31439, 2423, 4739, 23758, 10874, 11622, 38207, 2423, 4739, 13672, 1829, 8978, 16247, 3794, 5172, 1211, 6055, 33753, 8032, 31371, 7435, 1829, 6055, 2655, 9566, 1211, 3615, 8032, 1863, 7435, 3215, 16472, 3224, 8978, 2423, 15035, 16247, 12610, 7578, 3714, 33753, 26108, 4688, 6156, 6027, 24401, 31439, 43242, 2423, 4688], "avg_logprob": -0.15265098582492787, "compression_ratio": 1.9414893617021276, "no_speech_prob": 1.7881393432617188e-06, "words": [{"start": 1885.34, "end": 1885.5, "word": "الـ", "probability": 0.583984375}, {"start": 1885.5, "end": 1885.68, "word": " block", "probability": 0.55029296875}, {"start": 1885.68, "end": 1885.84, "word": " اللي", "probability": 0.875}, {"start": 1885.84, "end": 1886.14, "word": " تحت", "probability": 0.9794921875}, {"start": 1886.14, "end": 1886.56, "word": " هذا", "probability": 0.40869140625}, {"start": 1886.56, "end": 1886.86, "word": " هو", "probability": 0.9912109375}, {"start": 1886.86, "end": 1887.54, "word": " الحل", "probability": 0.971435546875}, {"start": 1887.54, "end": 1888.36, "word": " حقيقة", "probability": 0.89794921875}, {"start": 1888.36, "end": 1888.92, "word": " هذا", "probability": 0.2568359375}, {"start": 1888.92, "end": 1889.06, "word": " هو", "probability": 0.92529296875}, {"start": 1889.06, "end": 1889.26, "word": " الحل", "probability": 0.96435546875}, {"start": 1889.26, "end": 1889.52, "word": " كيف", "probability": 0.887939453125}, {"start": 1889.52, "end": 1889.68, "word": " هو", "probability": 0.99169921875}, {"start": 1889.68, "end": 1890.14, "word": " الحل", "probability": 0.981689453125}, {"start": 1890.14, "end": 1891.36, "word": " الجزء", "probability": 0.8968098958333334}, {"start": 1891.36, "end": 1891.84, "word": " الرمادي", "probability": 0.8982747395833334}, {"start": 1891.84, "end": 1892.16, "word": " هنا", "probability": 0.97119140625}, {"start": 1892.16, "end": 1892.72, "word": " اللي", "probability": 0.959228515625}, {"start": 1892.72, "end": 1892.82, "word": " في", "probability": 0.93896484375}, {"start": 1892.82, "end": 1893.4, "word": " الأسفل", "probability": 0.9910888671875}, {"start": 1893.4, "end": 1893.86, "word": " هذا", "probability": 0.93603515625}, {"start": 1893.86, "end": 1894.1, "word": " هو", "probability": 0.9873046875}, {"start": 1894.1, "end": 1894.4, "word": " ال", "probability": 0.78466796875}, {"start": 1894.4, "end": 1894.88, "word": " required", "probability": 0.849609375}, {"start": 1894.88, "end": 1895.7, "word": " هذا", "probability": 0.9052734375}, {"start": 1895.7, "end": 1896.0, "word": " جزء", "probability": 0.8152669270833334}, {"start": 1896.0, "end": 1896.12, "word": " ال", "probability": 0.70166015625}, {"start": 1896.12, "end": 1896.58, "word": " required", "probability": 0.92822265625}, {"start": 1896.58, "end": 1896.82, "word": " اللي", "probability": 0.9833984375}, {"start": 1896.82, "end": 1896.92, "word": " في", "probability": 0.95166015625}, {"start": 1896.92, "end": 1897.3, "word": " الأسفل", "probability": 0.99462890625}, {"start": 1897.3, "end": 1897.6, "word": " تحت", "probability": 0.97314453125}, {"start": 1897.6, "end": 1898.66, "word": " هتيجي", "probability": 0.71527099609375}, {"start": 1898.66, "end": 1899.16, "word": " تتطلع", "probability": 0.84658203125}, {"start": 1899.16, "end": 1899.76, "word": " هنجد", "probability": 0.89404296875}, {"start": 1899.76, "end": 1900.22, "word": " انه", "probability": 0.6724853515625}, {"start": 1900.22, "end": 1900.62, "word": " في", "probability": 0.92626953125}, {"start": 1900.62, "end": 1900.74, "word": " ال", "probability": 0.9912109375}, {"start": 1900.74, "end": 1901.14, "word": " interval", "probability": 0.87060546875}, {"start": 1901.14, "end": 1901.52, "word": " الأولى", "probability": 0.9300130208333334}, {"start": 1901.52, "end": 1901.86, "word": " محتاج", "probability": 0.99169921875}, {"start": 1901.86, "end": 1902.38, "word": " 80", "probability": 0.58544921875}, {"start": 1902.38, "end": 1903.94, "word": " فالحد", "probability": 0.9529622395833334}, {"start": 1903.94, "end": 1904.6, "word": " هو", "probability": 0.9736328125}, {"start": 1904.6, "end": 1904.84, "word": " عند", "probability": 0.98583984375}, {"start": 1904.84, "end": 1904.98, "word": " ال", "probability": 0.74267578125}, {"start": 1904.98, "end": 1905.38, "word": " 80", "probability": 0.86083984375}], "temperature": 1.0}, {"id": 85, "seek": 192807, "start": 1906.25, "end": 1928.07, "text": "في ال interval الأولى طيب ال interval التانى محتاج تسعين فهتلاقي انه في ال interval رقم اتنين الحد الرمادي عند التسعين لأن هذا ال required المفروض ان الحال ماينزلش عن هذه القيام لكل interval ال interval التالت عند الخمسة وستين فالحد الرمادي عند الخمسة وستين او الحد اللى موجود عندى ثم السبعين تمام", "tokens": [41185, 2423, 15035, 16247, 12610, 7578, 23032, 1829, 3555, 2423, 15035, 16712, 7649, 7578, 3714, 33753, 26108, 6055, 3794, 3615, 9957, 6156, 3224, 2655, 15040, 38436, 16472, 3224, 8978, 2423, 15035, 12602, 4587, 2304, 1975, 2655, 1863, 9957, 21542, 3215, 34892, 15042, 16254, 43242, 16712, 3794, 3615, 9957, 5296, 33456, 23758, 2423, 4739, 9673, 5172, 32887, 11242, 16472, 21542, 6027, 19446, 9957, 11622, 1211, 8592, 18871, 29538, 25062, 1829, 10943, 5296, 28820, 15035, 2423, 15035, 16712, 6027, 2655, 43242, 33962, 2304, 3794, 3660, 4032, 14851, 9957, 6156, 6027, 24401, 34892, 15042, 16254, 43242, 33962, 2304, 3794, 3660, 4032, 14851, 9957, 1975, 2407, 21542, 3215, 13672, 7578, 3714, 29245, 23328, 43242, 7578, 38637, 2304, 21136, 3555, 3615, 9957, 46811, 10943], "avg_logprob": -0.12369791852931182, "compression_ratio": 2.1478260869565218, "no_speech_prob": 8.404254913330078e-06, "words": [{"start": 1906.25, "end": 1906.41, "word": "في", "probability": 0.6416015625}, {"start": 1906.41, "end": 1906.51, "word": " ال", "probability": 0.97900390625}, {"start": 1906.51, "end": 1906.87, "word": " interval", "probability": 0.58154296875}, {"start": 1906.87, "end": 1907.43, "word": " الأولى", "probability": 0.9348958333333334}, {"start": 1907.43, "end": 1907.93, "word": " طيب", "probability": 0.7539876302083334}, {"start": 1907.93, "end": 1908.05, "word": " ال", "probability": 0.9736328125}, {"start": 1908.05, "end": 1908.39, "word": " interval", "probability": 0.970703125}, {"start": 1908.39, "end": 1908.71, "word": " التانى", "probability": 0.758056640625}, {"start": 1908.71, "end": 1909.01, "word": " محتاج", "probability": 0.9150390625}, {"start": 1909.01, "end": 1909.49, "word": " تسعين", "probability": 0.9129638671875}, {"start": 1909.49, "end": 1910.15, "word": " فهتلاقي", "probability": 0.8822265625}, {"start": 1910.15, "end": 1910.31, "word": " انه", "probability": 0.75146484375}, {"start": 1910.31, "end": 1910.39, "word": " في", "probability": 0.763671875}, {"start": 1910.39, "end": 1910.49, "word": " ال", "probability": 0.9697265625}, {"start": 1910.49, "end": 1910.83, "word": " interval", "probability": 0.9716796875}, {"start": 1910.83, "end": 1911.17, "word": " رقم", "probability": 0.9010416666666666}, {"start": 1911.17, "end": 1911.67, "word": " اتنين", "probability": 0.9454345703125}, {"start": 1911.67, "end": 1912.41, "word": " الحد", "probability": 0.885009765625}, {"start": 1912.41, "end": 1912.87, "word": " الرمادي", "probability": 0.9446614583333334}, {"start": 1912.87, "end": 1913.09, "word": " عند", "probability": 0.99267578125}, {"start": 1913.09, "end": 1913.83, "word": " التسعين", "probability": 0.9669189453125}, {"start": 1913.83, "end": 1914.75, "word": " لأن", "probability": 0.816650390625}, {"start": 1914.75, "end": 1914.91, "word": " هذا", "probability": 0.533203125}, {"start": 1914.91, "end": 1915.03, "word": " ال", "probability": 0.83447265625}, {"start": 1915.03, "end": 1915.45, "word": " required", "probability": 0.92578125}, {"start": 1915.45, "end": 1916.01, "word": " المفروض", "probability": 0.9881591796875}, {"start": 1916.01, "end": 1916.11, "word": " ان", "probability": 0.54931640625}, {"start": 1916.11, "end": 1916.37, "word": " الحال", "probability": 0.77587890625}, {"start": 1916.37, "end": 1917.23, "word": " ماينزلش", "probability": 0.95166015625}, {"start": 1917.23, "end": 1917.89, "word": " عن", "probability": 0.9560546875}, {"start": 1917.89, "end": 1918.29, "word": " هذه", "probability": 0.984375}, {"start": 1918.29, "end": 1918.69, "word": " القيام", "probability": 0.7823893229166666}, {"start": 1918.69, "end": 1919.25, "word": " لكل", "probability": 0.961181640625}, {"start": 1919.25, "end": 1919.75, "word": " interval", "probability": 0.966796875}, {"start": 1919.75, "end": 1920.17, "word": " ال", "probability": 0.8603515625}, {"start": 1920.17, "end": 1920.45, "word": " interval", "probability": 0.96923828125}, {"start": 1920.45, "end": 1921.05, "word": " التالت", "probability": 0.9871419270833334}, {"start": 1921.05, "end": 1921.55, "word": " عند", "probability": 0.98046875}, {"start": 1921.55, "end": 1921.93, "word": " الخمسة", "probability": 0.9359130859375}, {"start": 1921.93, "end": 1922.37, "word": " وستين", "probability": 0.8421223958333334}, {"start": 1922.37, "end": 1922.99, "word": " فالحد", "probability": 0.8732096354166666}, {"start": 1922.99, "end": 1923.49, "word": " الرمادي", "probability": 0.9744466145833334}, {"start": 1923.49, "end": 1923.63, "word": " عند", "probability": 0.9892578125}, {"start": 1923.63, "end": 1923.95, "word": " الخمسة", "probability": 0.9581298828125}, {"start": 1923.95, "end": 1924.39, "word": " وستين", "probability": 0.9847005208333334}, {"start": 1924.39, "end": 1924.97, "word": " او", "probability": 0.768310546875}, {"start": 1924.97, "end": 1925.85, "word": " الحد", "probability": 0.97900390625}, {"start": 1925.85, "end": 1925.97, "word": " اللى", "probability": 0.7099609375}, {"start": 1925.97, "end": 1926.21, "word": " موجود", "probability": 0.9777018229166666}, {"start": 1926.21, "end": 1926.49, "word": " عندى", "probability": 0.87548828125}, {"start": 1926.49, "end": 1927.01, "word": " ثم", "probability": 0.95556640625}, {"start": 1927.01, "end": 1927.67, "word": " السبعين", "probability": 0.96630859375}, {"start": 1927.67, "end": 1928.07, "word": " تمام", "probability": 0.982421875}], "temperature": 1.0}, {"id": 86, "seek": 194926, "start": 1928.76, "end": 1949.26, "text": "الان الحل اللى موجود انه فى ال interval الاولى و اللى طلع ليه قيمة الخمستاش هذى كافضل حل حتى الان انه ال unit أربعة و خمسة وهي مكتوبين عندك باللون اللى هو الأزرق الفاتح أربعة و خمسة فإذا طلعنا أربعة و خمسة", "tokens": [6027, 7649, 21542, 1211, 13672, 7578, 3714, 29245, 23328, 16472, 3224, 6156, 7578, 2423, 15035, 42963, 12610, 7578, 4032, 13672, 7578, 23032, 1211, 3615, 32239, 3224, 12174, 32640, 3660, 33962, 2304, 14851, 33599, 8032, 8848, 7578, 9122, 31845, 11242, 1211, 11331, 1211, 11331, 49975, 2423, 7649, 16472, 3224, 2423, 4985, 5551, 25513, 27884, 4032, 16490, 2304, 3794, 3660, 37037, 1829, 3714, 4117, 2655, 37746, 9957, 43242, 4117, 20666, 1211, 11536, 13672, 7578, 31439, 16247, 11622, 2288, 4587, 27188, 9307, 5016, 5551, 25513, 27884, 4032, 16490, 2304, 3794, 3660, 6156, 28814, 15730, 23032, 1211, 3615, 8315, 5551, 25513, 27884, 4032, 16490, 2304, 3794, 3660], "avg_logprob": -0.18644832103298262, "compression_ratio": 1.849740932642487, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1928.76, "end": 1929.28, "word": "الان", "probability": 0.677978515625}, {"start": 1929.28, "end": 1930.22, "word": " الحل", "probability": 0.92529296875}, {"start": 1930.22, "end": 1930.36, "word": " اللى", "probability": 0.73828125}, {"start": 1930.36, "end": 1931.02, "word": " موجود", "probability": 0.9892578125}, {"start": 1931.02, "end": 1931.84, "word": " انه", "probability": 0.738037109375}, {"start": 1931.84, "end": 1931.92, "word": " فى", "probability": 0.787353515625}, {"start": 1931.92, "end": 1932.0, "word": " ال", "probability": 0.97412109375}, {"start": 1932.0, "end": 1932.38, "word": " interval", "probability": 0.373046875}, {"start": 1932.38, "end": 1932.92, "word": " الاولى", "probability": 0.8234049479166666}, {"start": 1932.92, "end": 1933.04, "word": " و", "probability": 0.69775390625}, {"start": 1933.04, "end": 1933.16, "word": " اللى", "probability": 0.95556640625}, {"start": 1933.16, "end": 1933.38, "word": " طلع", "probability": 0.9459635416666666}, {"start": 1933.38, "end": 1933.62, "word": " ليه", "probability": 0.58905029296875}, {"start": 1933.62, "end": 1933.98, "word": " قيمة", "probability": 0.9729817708333334}, {"start": 1933.98, "end": 1934.6, "word": " الخمستاش", "probability": 0.714111328125}, {"start": 1934.6, "end": 1934.9, "word": " هذى", "probability": 0.5970865885416666}, {"start": 1934.9, "end": 1935.28, "word": " كافضل", "probability": 0.890380859375}, {"start": 1935.28, "end": 1935.6, "word": " حل", "probability": 0.99169921875}, {"start": 1935.6, "end": 1936.1, "word": " حتى", "probability": 0.902099609375}, {"start": 1936.1, "end": 1936.36, "word": " الان", "probability": 0.7095947265625}, {"start": 1936.36, "end": 1937.04, "word": " انه", "probability": 0.732177734375}, {"start": 1937.04, "end": 1937.32, "word": " ال", "probability": 0.98583984375}, {"start": 1937.32, "end": 1937.7, "word": " unit", "probability": 0.9501953125}, {"start": 1937.7, "end": 1938.48, "word": " أربعة", "probability": 0.7925618489583334}, {"start": 1938.48, "end": 1938.82, "word": " و", "probability": 0.99462890625}, {"start": 1938.82, "end": 1939.16, "word": " خمسة", "probability": 0.8721923828125}, {"start": 1939.16, "end": 1939.36, "word": " وهي", "probability": 0.598388671875}, {"start": 1939.36, "end": 1939.8, "word": " مكتوبين", "probability": 0.844921875}, {"start": 1939.8, "end": 1940.3, "word": " عندك", "probability": 0.9921875}, {"start": 1940.3, "end": 1942.54, "word": " باللون", "probability": 0.8030598958333334}, {"start": 1942.54, "end": 1942.76, "word": " اللى", "probability": 0.974853515625}, {"start": 1942.76, "end": 1943.16, "word": " هو", "probability": 0.80419921875}, {"start": 1943.16, "end": 1944.4, "word": " الأزرق", "probability": 0.9415283203125}, {"start": 1944.4, "end": 1944.94, "word": " الفاتح", "probability": 0.9894205729166666}, {"start": 1944.94, "end": 1946.32, "word": " أربعة", "probability": 0.8878580729166666}, {"start": 1946.32, "end": 1946.72, "word": " و", "probability": 0.99072265625}, {"start": 1946.72, "end": 1947.2, "word": " خمسة", "probability": 0.928955078125}, {"start": 1947.2, "end": 1947.58, "word": " فإذا", "probability": 0.8878580729166666}, {"start": 1947.58, "end": 1948.34, "word": " طلعنا", "probability": 0.94970703125}, {"start": 1948.34, "end": 1948.68, "word": " أربعة", "probability": 0.89892578125}, {"start": 1948.68, "end": 1948.8, "word": " و", "probability": 0.98779296875}, {"start": 1948.8, "end": 1949.26, "word": " خمسة", "probability": 0.94091796875}], "temperature": 1.0}, {"id": 87, "seek": 196717, "start": 1950.07, "end": 1967.17, "text": "هذه أربعة وين أربعة و خمسة هاتوا نجيب لون تاني و نطلحهم عساس انه راحوا الصيانة هذه أربعة و خمسة في ال interval الأولى راحوا الصيانة مبدأيا كل مجموحهم هدول على بعض براحتكوا طبعا جمعوهم لو جمعتوا كل ال units على بعضها جدش بتطلع بتطلع مية و خمسين", "tokens": [3224, 24192, 5551, 25513, 27884, 4032, 9957, 5551, 25513, 27884, 4032, 16490, 2304, 3794, 3660, 8032, 9307, 14407, 8717, 7435, 1829, 3555, 5296, 11536, 6055, 7649, 1829, 4032, 8717, 9566, 1211, 5016, 16095, 6225, 3794, 32277, 16472, 3224, 12602, 39319, 14407, 31767, 1829, 7649, 3660, 29538, 5551, 25513, 27884, 4032, 16490, 2304, 3794, 3660, 8978, 2423, 15035, 16247, 12610, 7578, 12602, 39319, 14407, 31767, 1829, 7649, 3660, 3714, 44510, 10721, 25528, 28242, 3714, 7435, 2304, 2407, 5016, 16095, 8032, 3215, 12610, 15844, 45030, 11242, 4724, 23557, 33753, 4117, 14407, 23032, 3555, 3615, 995, 10874, 2304, 3615, 2407, 16095, 45164, 10874, 2304, 34268, 14407, 28242, 2423, 6815, 15844, 45030, 11242, 11296, 10874, 3215, 8592, 39894, 9566, 1211, 3615, 39894, 9566, 1211, 3615, 3714, 10632, 4032, 16490, 2304, 3794, 9957], "avg_logprob": -0.20227713178294573, "compression_ratio": 1.9631336405529953, "no_speech_prob": 0.0, "words": [{"start": 1950.07, "end": 1950.37, "word": "هذه", "probability": 0.7294921875}, {"start": 1950.37, "end": 1950.79, "word": " أربعة", "probability": 0.7547200520833334}, {"start": 1950.79, "end": 1951.13, "word": " وين", "probability": 0.4034423828125}, {"start": 1951.13, "end": 1951.39, "word": " أربعة", "probability": 0.8948567708333334}, {"start": 1951.39, "end": 1951.47, "word": " و", "probability": 0.93017578125}, {"start": 1951.47, "end": 1951.83, "word": " خمسة", "probability": 0.8306884765625}, {"start": 1951.83, "end": 1952.21, "word": " هاتوا", "probability": 0.6707356770833334}, {"start": 1952.21, "end": 1952.45, "word": " نجيب", "probability": 0.9642333984375}, {"start": 1952.45, "end": 1952.63, "word": " لون", "probability": 0.89306640625}, {"start": 1952.63, "end": 1952.99, "word": " تاني", "probability": 0.9278971354166666}, {"start": 1952.99, "end": 1953.37, "word": " و", "probability": 0.95458984375}, {"start": 1953.37, "end": 1954.09, "word": " نطلحهم", "probability": 0.879296875}, {"start": 1954.09, "end": 1954.49, "word": " عساس", "probability": 0.700439453125}, {"start": 1954.49, "end": 1954.67, "word": " انه", "probability": 0.72607421875}, {"start": 1954.67, "end": 1954.85, "word": " راحوا", "probability": 0.9501953125}, {"start": 1954.85, "end": 1955.23, "word": " الصيانة", "probability": 0.9580078125}, {"start": 1955.23, "end": 1955.37, "word": " هذه", "probability": 0.44140625}, {"start": 1955.37, "end": 1955.69, "word": " أربعة", "probability": 0.9388020833333334}, {"start": 1955.69, "end": 1955.79, "word": " و", "probability": 0.96728515625}, {"start": 1955.79, "end": 1956.07, "word": " خمسة", "probability": 0.9432373046875}, {"start": 1956.07, "end": 1956.17, "word": " في", "probability": 0.88134765625}, {"start": 1956.17, "end": 1956.23, "word": " ال", "probability": 0.978515625}, {"start": 1956.23, "end": 1956.55, "word": " interval", "probability": 0.515625}, {"start": 1956.55, "end": 1956.91, "word": " الأولى", "probability": 0.8294270833333334}, {"start": 1956.91, "end": 1957.19, "word": " راحوا", "probability": 0.9542643229166666}, {"start": 1957.19, "end": 1958.29, "word": " الصيانة", "probability": 0.8582763671875}, {"start": 1958.29, "end": 1959.15, "word": " مبدأيا", "probability": 0.9063720703125}, {"start": 1959.15, "end": 1960.17, "word": " كل", "probability": 0.9189453125}, {"start": 1960.17, "end": 1960.77, "word": " مجموحهم", "probability": 0.8341878255208334}, {"start": 1960.77, "end": 1960.99, "word": " هدول", "probability": 0.7862955729166666}, {"start": 1960.99, "end": 1961.13, "word": " على", "probability": 0.69189453125}, {"start": 1961.13, "end": 1961.49, "word": " بعض", "probability": 0.98291015625}, {"start": 1961.49, "end": 1961.99, "word": " براحتكوا", "probability": 0.66142578125}, {"start": 1961.99, "end": 1962.19, "word": " طبعا", "probability": 0.83343505859375}, {"start": 1962.19, "end": 1962.79, "word": " جمعوهم", "probability": 0.955078125}, {"start": 1962.79, "end": 1963.15, "word": " لو", "probability": 0.82177734375}, {"start": 1963.15, "end": 1963.65, "word": " جمعتوا", "probability": 0.971923828125}, {"start": 1963.65, "end": 1963.95, "word": " كل", "probability": 0.9736328125}, {"start": 1963.95, "end": 1964.09, "word": " ال", "probability": 0.97265625}, {"start": 1964.09, "end": 1964.39, "word": " units", "probability": 0.96337890625}, {"start": 1964.39, "end": 1964.61, "word": " على", "probability": 0.74658203125}, {"start": 1964.61, "end": 1965.15, "word": " بعضها", "probability": 0.9894205729166666}, {"start": 1965.15, "end": 1965.69, "word": " جدش", "probability": 0.6689453125}, {"start": 1965.69, "end": 1966.15, "word": " بتطلع", "probability": 0.8814697265625}, {"start": 1966.15, "end": 1966.53, "word": " بتطلع", "probability": 0.81256103515625}, {"start": 1966.53, "end": 1966.69, "word": " مية", "probability": 0.5838623046875}, {"start": 1966.69, "end": 1966.77, "word": " و", "probability": 0.9970703125}, {"start": 1966.77, "end": 1967.17, "word": " خمسين", "probability": 0.90087890625}], "temperature": 1.0}, {"id": 88, "seek": 198663, "start": 1968.33, "end": 1986.63, "text": "ميجا واط الان لما طلعت منهم اربعة وخمسة اللي هي جدش قيمها اربعين وخمستاشر في عند الاربعين وفي عند الخمستاشر لو شيلنا الاربعين بيظل مية وعشرة وانشيل الخمستاشر منهم بيظل خمسة وتسعين خمسة وتسعين فحاجد", "tokens": [2304, 1829, 7435, 995, 4032, 41193, 2423, 7649, 5296, 15042, 23032, 1211, 34268, 9154, 16095, 1975, 25513, 27884, 4032, 9778, 2304, 3794, 3660, 13672, 1829, 39896, 10874, 3215, 8592, 12174, 32640, 11296, 1975, 25513, 3615, 9957, 4032, 9778, 2304, 14851, 33599, 2288, 8978, 43242, 2423, 9640, 3555, 3615, 9957, 4032, 41185, 43242, 33962, 2304, 14851, 33599, 2288, 45164, 13412, 26895, 8315, 2423, 9640, 3555, 3615, 9957, 4724, 1829, 19913, 1211, 3714, 10632, 4032, 3615, 8592, 25720, 4032, 7649, 8592, 26895, 33962, 2304, 14851, 33599, 2288, 9154, 16095, 4724, 1829, 19913, 1211, 16490, 2304, 3794, 3660, 34683, 3794, 3615, 9957, 16490, 2304, 3794, 3660, 34683, 3794, 3615, 9957, 6156, 5016, 26108, 3215], "avg_logprob": -0.16699218949569122, "compression_ratio": 2.25, "no_speech_prob": 6.496906280517578e-05, "words": [{"start": 1968.33, "end": 1969.01, "word": "ميجا", "probability": 0.809814453125}, {"start": 1969.01, "end": 1969.75, "word": " واط", "probability": 0.678955078125}, {"start": 1969.75, "end": 1970.35, "word": " الان", "probability": 0.545257568359375}, {"start": 1970.35, "end": 1970.53, "word": " لما", "probability": 0.840576171875}, {"start": 1970.53, "end": 1970.93, "word": " طلعت", "probability": 0.98193359375}, {"start": 1970.93, "end": 1971.21, "word": " منهم", "probability": 0.981689453125}, {"start": 1971.21, "end": 1971.51, "word": " اربعة", "probability": 0.7890625}, {"start": 1971.51, "end": 1972.05, "word": " وخمسة", "probability": 0.91494140625}, {"start": 1972.05, "end": 1972.39, "word": " اللي", "probability": 0.825927734375}, {"start": 1972.39, "end": 1972.55, "word": " هي", "probability": 0.7001953125}, {"start": 1972.55, "end": 1972.87, "word": " جدش", "probability": 0.8564453125}, {"start": 1972.87, "end": 1973.37, "word": " قيمها", "probability": 0.9501953125}, {"start": 1973.37, "end": 1974.37, "word": " اربعين", "probability": 0.9215087890625}, {"start": 1974.37, "end": 1976.55, "word": " وخمستاشر", "probability": 0.772216796875}, {"start": 1976.55, "end": 1976.73, "word": " في", "probability": 0.912109375}, {"start": 1976.73, "end": 1976.87, "word": " عند", "probability": 0.8125}, {"start": 1976.87, "end": 1977.31, "word": " الاربعين", "probability": 0.89814453125}, {"start": 1977.31, "end": 1977.45, "word": " وفي", "probability": 0.87890625}, {"start": 1977.45, "end": 1977.55, "word": " عند", "probability": 0.9638671875}, {"start": 1977.55, "end": 1978.05, "word": " الخمستاشر", "probability": 0.951171875}, {"start": 1978.05, "end": 1978.65, "word": " لو", "probability": 0.8779296875}, {"start": 1978.65, "end": 1979.01, "word": " شيلنا", "probability": 0.9650065104166666}, {"start": 1979.01, "end": 1979.59, "word": " الاربعين", "probability": 0.93740234375}, {"start": 1979.59, "end": 1980.43, "word": " بيظل", "probability": 0.76806640625}, {"start": 1980.43, "end": 1980.63, "word": " مية", "probability": 0.833740234375}, {"start": 1980.63, "end": 1981.05, "word": " وعشرة", "probability": 0.8916015625}, {"start": 1981.05, "end": 1981.65, "word": " وانشيل", "probability": 0.7667236328125}, {"start": 1981.65, "end": 1982.19, "word": " الخمستاشر", "probability": 0.88681640625}, {"start": 1982.19, "end": 1982.53, "word": " منهم", "probability": 0.977294921875}, {"start": 1982.53, "end": 1982.83, "word": " بيظل", "probability": 0.9456787109375}, {"start": 1982.83, "end": 1983.35, "word": " خمسة", "probability": 0.946044921875}, {"start": 1983.35, "end": 1984.41, "word": " وتسعين", "probability": 0.8963623046875}, {"start": 1984.41, "end": 1985.09, "word": " خمسة", "probability": 0.9415283203125}, {"start": 1985.09, "end": 1985.63, "word": " وتسعين", "probability": 0.937744140625}, {"start": 1985.63, "end": 1986.63, "word": " فحاجد", "probability": 0.77972412109375}], "temperature": 1.0}, {"id": 89, "seek": 201174, "start": 1987.3, "end": 2011.74, "text": "إنه إخراج ال unit 4 و ال unit 5 لحد اللي من الأسفل تحت اللي هو الجزء الأبيض صار في ال interval الأولى الجزء الأبيض هو بين ال 80 صحيح لأنه هذا المطلوب لقيمة ال 95 هذا اللي اتحقق فإذا الفرق بينهم هذا الجزء الأبيض اللي بينهم هنا", "tokens": [28814, 1863, 3224, 11933, 34740, 26108, 2423, 4985, 1017, 4032, 2423, 4985, 1025, 5296, 24401, 13672, 1829, 9154, 16247, 3794, 5172, 1211, 6055, 33753, 13672, 1829, 31439, 25724, 11622, 38207, 16247, 21292, 11242, 20328, 9640, 8978, 2423, 15035, 16247, 12610, 7578, 25724, 11622, 38207, 16247, 21292, 11242, 31439, 49374, 2423, 4688, 20328, 5016, 1829, 5016, 5296, 33456, 3224, 23758, 9673, 9566, 1211, 37746, 5296, 4587, 32640, 3660, 2423, 13420, 23758, 13672, 1829, 1975, 2655, 5016, 4587, 4587, 6156, 28814, 15730, 27188, 2288, 4587, 49374, 16095, 23758, 25724, 11622, 38207, 16247, 21292, 11242, 13672, 1829, 49374, 16095, 34105], "avg_logprob": -0.1050701565584358, "compression_ratio": 1.9242424242424243, "no_speech_prob": 1.5497207641601562e-06, "words": [{"start": 1987.3, "end": 1987.84, "word": "إنه", "probability": 0.8577473958333334}, {"start": 1987.84, "end": 1989.06, "word": " إخراج", "probability": 0.9225260416666666}, {"start": 1989.06, "end": 1989.62, "word": " ال", "probability": 0.978515625}, {"start": 1989.62, "end": 1989.86, "word": " unit", "probability": 0.77783203125}, {"start": 1989.86, "end": 1990.28, "word": " 4", "probability": 0.68359375}, {"start": 1990.28, "end": 1990.6, "word": " و", "probability": 0.62451171875}, {"start": 1990.6, "end": 1990.68, "word": " ال", "probability": 0.890625}, {"start": 1990.68, "end": 1990.88, "word": " unit", "probability": 0.98779296875}, {"start": 1990.88, "end": 1991.4, "word": " 5", "probability": 0.98388671875}, {"start": 1991.4, "end": 1992.58, "word": " لحد", "probability": 0.7012939453125}, {"start": 1992.58, "end": 1993.26, "word": " اللي", "probability": 0.88916015625}, {"start": 1993.26, "end": 1993.42, "word": " من", "probability": 0.98681640625}, {"start": 1993.42, "end": 1994.06, "word": " الأسفل", "probability": 0.9923095703125}, {"start": 1994.06, "end": 1994.6, "word": " تحت", "probability": 0.88037109375}, {"start": 1994.6, "end": 1994.9, "word": " اللي", "probability": 0.960693359375}, {"start": 1994.9, "end": 1995.04, "word": " هو", "probability": 0.9755859375}, {"start": 1995.04, "end": 1995.3, "word": " الجزء", "probability": 0.95361328125}, {"start": 1995.3, "end": 1995.74, "word": " الأبيض", "probability": 0.9759114583333334}, {"start": 1995.74, "end": 1996.02, "word": " صار", "probability": 0.73681640625}, {"start": 1996.02, "end": 1996.12, "word": " في", "probability": 0.90283203125}, {"start": 1996.12, "end": 1996.34, "word": " ال", "probability": 0.95947265625}, {"start": 1996.34, "end": 1996.68, "word": " interval", "probability": 0.60595703125}, {"start": 1996.68, "end": 1997.16, "word": " الأولى", "probability": 0.97216796875}, {"start": 1997.16, "end": 1997.8, "word": " الجزء", "probability": 0.9449869791666666}, {"start": 1997.8, "end": 1998.36, "word": " الأبيض", "probability": 0.9905598958333334}, {"start": 1998.36, "end": 1999.06, "word": " هو", "probability": 0.9677734375}, {"start": 1999.06, "end": 1999.54, "word": " بين", "probability": 0.98388671875}, {"start": 1999.54, "end": 2000.18, "word": " ال", "probability": 0.80419921875}, {"start": 2000.18, "end": 2000.92, "word": " 80", "probability": 0.82080078125}, {"start": 2000.92, "end": 2002.4, "word": " صحيح", "probability": 0.959228515625}, {"start": 2002.4, "end": 2002.68, "word": " لأنه", "probability": 0.5880533854166666}, {"start": 2002.68, "end": 2002.8, "word": " هذا", "probability": 0.9404296875}, {"start": 2002.8, "end": 2003.4, "word": " المطلوب", "probability": 0.9879150390625}, {"start": 2003.4, "end": 2005.52, "word": " لقيمة", "probability": 0.9180908203125}, {"start": 2005.52, "end": 2005.74, "word": " ال", "probability": 0.54736328125}, {"start": 2005.74, "end": 2006.34, "word": " 95", "probability": 0.966796875}, {"start": 2006.34, "end": 2006.86, "word": " هذا", "probability": 0.78466796875}, {"start": 2006.86, "end": 2007.0, "word": " اللي", "probability": 0.969482421875}, {"start": 2007.0, "end": 2007.64, "word": " اتحقق", "probability": 0.95390625}, {"start": 2007.64, "end": 2008.36, "word": " فإذا", "probability": 0.876953125}, {"start": 2008.36, "end": 2008.8, "word": " الفرق", "probability": 0.98486328125}, {"start": 2008.8, "end": 2009.34, "word": " بينهم", "probability": 0.96142578125}, {"start": 2009.34, "end": 2009.68, "word": " هذا", "probability": 0.90478515625}, {"start": 2009.68, "end": 2010.1, "word": " الجزء", "probability": 0.98095703125}, {"start": 2010.1, "end": 2010.46, "word": " الأبيض", "probability": 0.99169921875}, {"start": 2010.46, "end": 2010.6, "word": " اللي", "probability": 0.98388671875}, {"start": 2010.6, "end": 2011.14, "word": " بينهم", "probability": 0.986328125}, {"start": 2011.14, "end": 2011.74, "word": " هنا", "probability": 0.98779296875}], "temperature": 1.0}, {"id": 90, "seek": 204050, "start": 2012.54, "end": 2040.5, "text": "الجزء الأبيض هو قيمته 15 يعني في عندي احتياطي 15 ميجا فهنا في احتياطي 15 ميجا ميجا وات تمام نفس الكلام بدنا نعمله لمين لل interval التانية والتالتة في ال interval التانية بدنا نطلع ال unit اتنين حسب الحل طبعا المفروض يطلع ال unit اتنين و ال unit سبعة اتنين و سبعة اتنين و سبعة طلعوهم من هنا", "tokens": [6027, 7435, 11622, 38207, 16247, 21292, 11242, 31439, 12174, 32640, 47395, 2119, 37495, 22653, 8978, 18871, 16254, 1975, 5016, 31371, 41193, 1829, 2119, 3714, 1829, 7435, 995, 6156, 3224, 8315, 8978, 1975, 5016, 31371, 41193, 1829, 2119, 3714, 1829, 7435, 995, 3714, 1829, 7435, 995, 4032, 9307, 46811, 10943, 8717, 36178, 2423, 28820, 10943, 47525, 8315, 8717, 25957, 43761, 32767, 9957, 24976, 15035, 16712, 7649, 10632, 16070, 2655, 6027, 2655, 3660, 8978, 2423, 15035, 16712, 7649, 10632, 47525, 8315, 8717, 9566, 1211, 3615, 2423, 4985, 1975, 2655, 1863, 9957, 11331, 35457, 21542, 1211, 23032, 3555, 3615, 995, 9673, 5172, 32887, 11242, 7251, 9566, 1211, 3615, 2423, 4985, 1975, 2655, 1863, 9957, 4032, 2423, 4985, 8608, 3555, 27884, 1975, 2655, 1863, 9957, 4032, 8608, 3555, 27884, 1975, 2655, 1863, 9957, 4032, 8608, 3555, 27884, 23032, 1211, 3615, 2407, 16095, 9154, 34105], "avg_logprob": -0.14849290357413866, "compression_ratio": 2.154185022026432, "no_speech_prob": 2.2649765014648438e-06, "words": [{"start": 2012.54, "end": 2012.94, "word": "الجزء", "probability": 0.85595703125}, {"start": 2012.94, "end": 2013.28, "word": " الأبيض", "probability": 0.97265625}, {"start": 2013.28, "end": 2013.5, "word": " هو", "probability": 0.374267578125}, {"start": 2013.5, "end": 2013.94, "word": " قيمته", "probability": 0.7671712239583334}, {"start": 2013.94, "end": 2014.32, "word": " 15", "probability": 0.8056640625}, {"start": 2014.32, "end": 2015.86, "word": " يعني", "probability": 0.67724609375}, {"start": 2015.86, "end": 2016.0, "word": " في", "probability": 0.29345703125}, {"start": 2016.0, "end": 2016.22, "word": " عندي", "probability": 0.72509765625}, {"start": 2016.22, "end": 2016.76, "word": " احتياطي", "probability": 0.8541015625}, {"start": 2016.76, "end": 2017.36, "word": " 15", "probability": 0.86279296875}, {"start": 2017.36, "end": 2017.8, "word": " ميجا", "probability": 0.9254150390625}, {"start": 2017.8, "end": 2018.36, "word": " فهنا", "probability": 0.7994791666666666}, {"start": 2018.36, "end": 2018.48, "word": " في", "probability": 0.77392578125}, {"start": 2018.48, "end": 2018.92, "word": " احتياطي", "probability": 0.93203125}, {"start": 2018.92, "end": 2019.68, "word": " 15", "probability": 0.9013671875}, {"start": 2019.68, "end": 2020.92, "word": " ميجا", "probability": 0.9805908203125}, {"start": 2020.92, "end": 2022.92, "word": " ميجا", "probability": 0.8526611328125}, {"start": 2022.92, "end": 2023.18, "word": " وات", "probability": 0.808837890625}, {"start": 2023.18, "end": 2024.08, "word": " تمام", "probability": 0.871337890625}, {"start": 2024.08, "end": 2025.36, "word": " نفس", "probability": 0.918212890625}, {"start": 2025.36, "end": 2025.66, "word": " الكلام", "probability": 0.9680989583333334}, {"start": 2025.66, "end": 2025.88, "word": " بدنا", "probability": 0.663818359375}, {"start": 2025.88, "end": 2026.14, "word": " نعمله", "probability": 0.970703125}, {"start": 2026.14, "end": 2026.48, "word": " لمين", "probability": 0.706298828125}, {"start": 2026.48, "end": 2026.78, "word": " لل", "probability": 0.603515625}, {"start": 2026.78, "end": 2027.16, "word": " interval", "probability": 0.57373046875}, {"start": 2027.16, "end": 2027.8, "word": " التانية", "probability": 0.8888346354166666}, {"start": 2027.8, "end": 2028.82, "word": " والتالتة", "probability": 0.8650390625}, {"start": 2028.82, "end": 2029.12, "word": " في", "probability": 0.6328125}, {"start": 2029.12, "end": 2029.2, "word": " ال", "probability": 0.98388671875}, {"start": 2029.2, "end": 2029.48, "word": " interval", "probability": 0.92724609375}, {"start": 2029.48, "end": 2029.9, "word": " التانية", "probability": 0.970703125}, {"start": 2029.9, "end": 2030.12, "word": " بدنا", "probability": 0.92333984375}, {"start": 2030.12, "end": 2030.64, "word": " نطلع", "probability": 0.9896240234375}, {"start": 2030.64, "end": 2030.86, "word": " ال", "probability": 0.939453125}, {"start": 2030.86, "end": 2031.14, "word": " unit", "probability": 0.9853515625}, {"start": 2031.14, "end": 2031.94, "word": " اتنين", "probability": 0.8345947265625}, {"start": 2031.94, "end": 2032.34, "word": " حسب", "probability": 0.987060546875}, {"start": 2032.34, "end": 2032.7, "word": " الحل", "probability": 0.984375}, {"start": 2032.7, "end": 2033.12, "word": " طبعا", "probability": 0.9874267578125}, {"start": 2033.12, "end": 2033.68, "word": " المفروض", "probability": 0.9923095703125}, {"start": 2033.68, "end": 2033.96, "word": " يطلع", "probability": 0.865966796875}, {"start": 2033.96, "end": 2034.06, "word": " ال", "probability": 0.78369140625}, {"start": 2034.06, "end": 2034.24, "word": " unit", "probability": 0.99267578125}, {"start": 2034.24, "end": 2034.78, "word": " اتنين", "probability": 0.95947265625}, {"start": 2034.78, "end": 2034.94, "word": " و", "probability": 0.58837890625}, {"start": 2034.94, "end": 2035.1, "word": " ال", "probability": 0.84326171875}, {"start": 2035.1, "end": 2035.72, "word": " unit", "probability": 0.97705078125}, {"start": 2035.72, "end": 2037.1, "word": " سبعة", "probability": 0.8722330729166666}, {"start": 2037.1, "end": 2037.96, "word": " اتنين", "probability": 0.962646484375}, {"start": 2037.96, "end": 2038.06, "word": " و", "probability": 0.97607421875}, {"start": 2038.06, "end": 2038.44, "word": " سبعة", "probability": 0.8474934895833334}, {"start": 2038.44, "end": 2039.06, "word": " اتنين", "probability": 0.947998046875}, {"start": 2039.06, "end": 2039.16, "word": " و", "probability": 0.994140625}, {"start": 2039.16, "end": 2039.46, "word": " سبعة", "probability": 0.900390625}, {"start": 2039.46, "end": 2040.18, "word": " طلعوهم", "probability": 0.948046875}, {"start": 2040.18, "end": 2040.32, "word": " من", "probability": 0.99267578125}, {"start": 2040.32, "end": 2040.5, "word": " هنا", "probability": 0.994140625}], "temperature": 1.0}, {"id": 91, "seek": 206621, "start": 2041.74, "end": 2066.22, "text": "هاي كل قيمناها بدهم يقول اتنين والسبعة بدهم يطلعوا هدول جدش قيمهم حقيقة قيمهم خمستاشر وعشرة يعني في عندي خمسة وعشرين هنا خمسة وعشرين خمسة وعشرين من المية وخمسين ال full كاملة لو كلهم بيشتغلوا معناته عند مية خمسة وعشرين مية خمسة وعشرين فحاجة ان هنا ال level هذا وصل عند المية خمسة وعشرين المفروض", "tokens": [11296, 1829, 28242, 12174, 32640, 8315, 11296, 47525, 16095, 7251, 39648, 1975, 2655, 1863, 9957, 16070, 35457, 27884, 47525, 16095, 7251, 9566, 1211, 3615, 14407, 8032, 3215, 12610, 10874, 3215, 8592, 12174, 32640, 16095, 11331, 38436, 28671, 12174, 32640, 16095, 16490, 2304, 14851, 33599, 2288, 4032, 3615, 8592, 25720, 37495, 22653, 8978, 18871, 16254, 16490, 2304, 3794, 3660, 4032, 3615, 46309, 9957, 34105, 16490, 2304, 3794, 3660, 4032, 3615, 46309, 9957, 16490, 2304, 3794, 3660, 4032, 3615, 46309, 9957, 9154, 9673, 10632, 4032, 9778, 2304, 3794, 9957, 2423, 1577, 9122, 10943, 37977, 45164, 28242, 16095, 4724, 1829, 8592, 2655, 17082, 1211, 14407, 20449, 8315, 47395, 43242, 3714, 10632, 16490, 2304, 3794, 3660, 4032, 3615, 46309, 9957, 3714, 10632, 16490, 2304, 3794, 3660, 4032, 3615, 46309, 9957, 6156, 5016, 26108, 3660, 16472, 34105, 2423, 1496, 23758, 4032, 36520, 43242, 9673, 10632, 16490, 2304, 3794, 3660, 4032, 3615, 46309, 9957, 9673, 5172, 32887, 11242], "avg_logprob": -0.16687091503267973, "compression_ratio": 2.34375, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 2041.74, "end": 2042.28, "word": "هاي", "probability": 0.40802001953125}, {"start": 2042.28, "end": 2042.7, "word": " كل", "probability": 0.84130859375}, {"start": 2042.7, "end": 2043.24, "word": " قيمناها", "probability": 0.7586669921875}, {"start": 2043.24, "end": 2043.48, "word": " بدهم", "probability": 0.55078125}, {"start": 2043.48, "end": 2043.62, "word": " يقول", "probability": 0.825927734375}, {"start": 2043.62, "end": 2044.14, "word": " اتنين", "probability": 0.792236328125}, {"start": 2044.14, "end": 2045.48, "word": " والسبعة", "probability": 0.8075358072916666}, {"start": 2045.48, "end": 2045.82, "word": " بدهم", "probability": 0.935546875}, {"start": 2045.82, "end": 2046.38, "word": " يطلعوا", "probability": 0.98623046875}, {"start": 2046.38, "end": 2046.82, "word": " هدول", "probability": 0.78759765625}, {"start": 2046.82, "end": 2047.1, "word": " جدش", "probability": 0.8458658854166666}, {"start": 2047.1, "end": 2047.66, "word": " قيمهم", "probability": 0.9417317708333334}, {"start": 2047.66, "end": 2048.36, "word": " حقيقة", "probability": 0.8981119791666666}, {"start": 2048.36, "end": 2048.92, "word": " قيمهم", "probability": 0.9581705729166666}, {"start": 2048.92, "end": 2049.74, "word": " خمستاشر", "probability": 0.773583984375}, {"start": 2049.74, "end": 2050.18, "word": " وعشرة", "probability": 0.7542724609375}, {"start": 2050.18, "end": 2050.34, "word": " يعني", "probability": 0.724609375}, {"start": 2050.34, "end": 2050.46, "word": " في", "probability": 0.509765625}, {"start": 2050.46, "end": 2050.6, "word": " عندي", "probability": 0.6771240234375}, {"start": 2050.6, "end": 2050.9, "word": " خمسة", "probability": 0.9302978515625}, {"start": 2050.9, "end": 2051.92, "word": " وعشرين", "probability": 0.9432373046875}, {"start": 2051.92, "end": 2052.46, "word": " هنا", "probability": 0.227783203125}, {"start": 2052.46, "end": 2053.24, "word": " خمسة", "probability": 0.983642578125}, {"start": 2053.24, "end": 2053.68, "word": " وعشرين", "probability": 0.9765625}, {"start": 2053.68, "end": 2054.18, "word": " خمسة", "probability": 0.9063720703125}, {"start": 2054.18, "end": 2054.54, "word": " وعشرين", "probability": 0.978271484375}, {"start": 2054.54, "end": 2054.68, "word": " من", "probability": 0.98779296875}, {"start": 2054.68, "end": 2054.92, "word": " المية", "probability": 0.6549072265625}, {"start": 2054.92, "end": 2055.54, "word": " وخمسين", "probability": 0.9818359375}, {"start": 2055.54, "end": 2056.0, "word": " ال", "probability": 0.7744140625}, {"start": 2056.0, "end": 2056.32, "word": " full", "probability": 0.833984375}, {"start": 2056.32, "end": 2056.88, "word": " كاملة", "probability": 0.9671223958333334}, {"start": 2056.88, "end": 2057.1, "word": " لو", "probability": 0.94677734375}, {"start": 2057.1, "end": 2057.38, "word": " كلهم", "probability": 0.963134765625}, {"start": 2057.38, "end": 2057.92, "word": " بيشتغلوا", "probability": 0.9063895089285714}, {"start": 2057.92, "end": 2058.42, "word": " معناته", "probability": 0.9225260416666666}, {"start": 2058.42, "end": 2058.58, "word": " عند", "probability": 0.94580078125}, {"start": 2058.58, "end": 2058.82, "word": " مية", "probability": 0.76708984375}, {"start": 2058.82, "end": 2059.18, "word": " خمسة", "probability": 0.919921875}, {"start": 2059.18, "end": 2059.78, "word": " وعشرين", "probability": 0.982177734375}, {"start": 2059.78, "end": 2060.42, "word": " مية", "probability": 0.6932373046875}, {"start": 2060.42, "end": 2061.0, "word": " خمسة", "probability": 0.986328125}, {"start": 2061.0, "end": 2061.3, "word": " وعشرين", "probability": 0.9862060546875}, {"start": 2061.3, "end": 2061.82, "word": " فحاجة", "probability": 0.896484375}, {"start": 2061.82, "end": 2062.38, "word": " ان", "probability": 0.5283203125}, {"start": 2062.38, "end": 2062.74, "word": " هنا", "probability": 0.52783203125}, {"start": 2062.74, "end": 2063.42, "word": " ال", "probability": 0.96630859375}, {"start": 2063.42, "end": 2063.64, "word": " level", "probability": 0.9833984375}, {"start": 2063.64, "end": 2064.0, "word": " هذا", "probability": 0.7255859375}, {"start": 2064.0, "end": 2064.56, "word": " وصل", "probability": 0.972900390625}, {"start": 2064.56, "end": 2064.74, "word": " عند", "probability": 0.97265625}, {"start": 2064.74, "end": 2065.02, "word": " المية", "probability": 0.861572265625}, {"start": 2065.02, "end": 2065.38, "word": " خمسة", "probability": 0.979736328125}, {"start": 2065.38, "end": 2065.72, "word": " وعشرين", "probability": 0.9908447265625}, {"start": 2065.72, "end": 2066.22, "word": " المفروض", "probability": 0.996337890625}], "temperature": 1.0}, {"id": 92, "seek": 207776, "start": 2067.66, "end": 2077.76, "text": "تمام فهنا عند ال 125 بمعنى 125 ناقص 90 ناقص 90 المطلوب هنا 90", "tokens": [39237, 10943, 6156, 3224, 8315, 43242, 2423, 25276, 4724, 2304, 3615, 1863, 7578, 25276, 8717, 995, 4587, 9381, 4289, 8717, 995, 4587, 9381, 4289, 9673, 9566, 1211, 37746, 34105, 4289], "avg_logprob": -0.12978830164478672, "compression_ratio": 1.2597402597402598, "no_speech_prob": 0.0, "words": [{"start": 2067.66, "end": 2068.06, "word": "تمام", "probability": 0.7259521484375}, {"start": 2068.06, "end": 2068.58, "word": " فهنا", "probability": 0.89599609375}, {"start": 2068.58, "end": 2068.76, "word": " عند", "probability": 0.97802734375}, {"start": 2068.76, "end": 2068.88, "word": " ال", "probability": 0.71044921875}, {"start": 2068.88, "end": 2069.38, "word": " 125", "probability": 0.6015625}, {"start": 2069.38, "end": 2070.98, "word": " بمعنى", "probability": 0.96630859375}, {"start": 2070.98, "end": 2071.8, "word": " 125", "probability": 0.87353515625}, {"start": 2071.8, "end": 2073.52, "word": " ناقص", "probability": 0.80511474609375}, {"start": 2073.52, "end": 2074.22, "word": " 90", "probability": 0.8740234375}, {"start": 2074.22, "end": 2075.94, "word": " ناقص", "probability": 0.9052734375}, {"start": 2075.94, "end": 2076.42, "word": " 90", "probability": 0.92626953125}, {"start": 2076.42, "end": 2077.04, "word": " المطلوب", "probability": 0.988525390625}, {"start": 2077.04, "end": 2077.4, "word": " هنا", "probability": 0.77392578125}, {"start": 2077.4, "end": 2077.76, "word": " 90", "probability": 0.9453125}], "temperature": 1.0}, {"id": 93, "seek": 209757, "start": 2079.69, "end": 2097.57, "text": "الـ gray level اللي موجود عنده هنا أو الجزء الرمادي واصل ال maximum تبعه ل 90 هو المطلوب طيب بينما اللون الأبيض فعليا واصل ل 125 اللي هو اللي اتحقق فعليا فجدش اللي زاد؟", "tokens": [6027, 39184, 10855, 1496, 13672, 1829, 3714, 29245, 23328, 43242, 3224, 34105, 34051, 25724, 11622, 38207, 34892, 15042, 16254, 4032, 33546, 1211, 2423, 6674, 6055, 3555, 3615, 3224, 5296, 4289, 31439, 9673, 9566, 1211, 37746, 23032, 1829, 3555, 49374, 15042, 13672, 11536, 16247, 21292, 11242, 6156, 3615, 20292, 995, 4032, 33546, 1211, 5296, 25276, 13672, 1829, 31439, 13672, 1829, 1975, 2655, 5016, 4587, 4587, 6156, 3615, 20292, 995, 6156, 7435, 3215, 8592, 13672, 1829, 30767, 18513, 22807], "avg_logprob": -0.1764823779081687, "compression_ratio": 1.5494505494505495, "no_speech_prob": 2.5033950805664062e-06, "words": [{"start": 2079.69, "end": 2080.23, "word": "الـ", "probability": 0.37158203125}, {"start": 2080.23, "end": 2080.97, "word": " gray", "probability": 0.298828125}, {"start": 2080.97, "end": 2081.27, "word": " level", "probability": 0.96044921875}, {"start": 2081.27, "end": 2081.41, "word": " اللي", "probability": 0.80517578125}, {"start": 2081.41, "end": 2081.77, "word": " موجود", "probability": 0.96728515625}, {"start": 2081.77, "end": 2082.09, "word": " عنده", "probability": 0.6673583984375}, {"start": 2082.09, "end": 2082.29, "word": " هنا", "probability": 0.94873046875}, {"start": 2082.29, "end": 2082.67, "word": " أو", "probability": 0.798828125}, {"start": 2082.67, "end": 2083.51, "word": " الجزء", "probability": 0.9641927083333334}, {"start": 2083.51, "end": 2084.01, "word": " الرمادي", "probability": 0.9373372395833334}, {"start": 2084.01, "end": 2085.03, "word": " واصل", "probability": 0.9444986979166666}, {"start": 2085.03, "end": 2085.19, "word": " ال", "probability": 0.80517578125}, {"start": 2085.19, "end": 2085.51, "word": " maximum", "probability": 0.96435546875}, {"start": 2085.51, "end": 2085.93, "word": " تبعه", "probability": 0.8533935546875}, {"start": 2085.93, "end": 2086.15, "word": " ل", "probability": 0.75830078125}, {"start": 2086.15, "end": 2086.93, "word": " 90", "probability": 0.60546875}, {"start": 2086.93, "end": 2087.31, "word": " هو", "probability": 0.407470703125}, {"start": 2087.31, "end": 2088.11, "word": " المطلوب", "probability": 0.985595703125}, {"start": 2088.11, "end": 2088.85, "word": " طيب", "probability": 0.8727213541666666}, {"start": 2088.85, "end": 2089.47, "word": " بينما", "probability": 0.906494140625}, {"start": 2089.47, "end": 2090.09, "word": " اللون", "probability": 0.9921875}, {"start": 2090.09, "end": 2090.75, "word": " الأبيض", "probability": 0.97509765625}, {"start": 2090.75, "end": 2091.67, "word": " فعليا", "probability": 0.898193359375}, {"start": 2091.67, "end": 2092.63, "word": " واصل", "probability": 0.97705078125}, {"start": 2092.63, "end": 2093.17, "word": " ل", "probability": 0.556640625}, {"start": 2093.17, "end": 2093.89, "word": " 125", "probability": 0.53173828125}, {"start": 2093.89, "end": 2095.19, "word": " اللي", "probability": 0.971435546875}, {"start": 2095.19, "end": 2095.35, "word": " هو", "probability": 0.80078125}, {"start": 2095.35, "end": 2095.57, "word": " اللي", "probability": 0.953369140625}, {"start": 2095.57, "end": 2096.11, "word": " اتحقق", "probability": 0.9546875}, {"start": 2096.11, "end": 2096.51, "word": " فعليا", "probability": 0.8819580078125}, {"start": 2096.51, "end": 2096.91, "word": " فجدش", "probability": 0.8289794921875}, {"start": 2096.91, "end": 2097.09, "word": " اللي", "probability": 0.98876953125}, {"start": 2097.09, "end": 2097.57, "word": " زاد؟", "probability": 0.9108072916666666}], "temperature": 1.0}, {"id": 94, "seek": 212360, "start": 2098.1, "end": 2123.6, "text": "خمسة و تلاتين ففعليا انا في عندي خمسة و تلاتين ميجا وات فائد نفس الكلام بتكملوله ال .. ال .. ال interval التالتة و الرابعة هيكون برضه هنا في عندي خمسة و تلاتين ميجا وات و هنا في عندي خمسة و عشرين ميجا وات الآن الحل عشان اقول انا في عندي stability لأ بقدر اقول ان هو خمستاش طول اليوم", "tokens": [9778, 2304, 3794, 3660, 4032, 6055, 1211, 9307, 9957, 6156, 5172, 3615, 20292, 995, 1975, 8315, 8978, 18871, 16254, 16490, 2304, 3794, 3660, 4032, 6055, 1211, 9307, 9957, 3714, 1829, 7435, 995, 4032, 9307, 6156, 16373, 3215, 8717, 36178, 2423, 28820, 10943, 39894, 24793, 1211, 12610, 3224, 2423, 4386, 2423, 4386, 2423, 15035, 16712, 6027, 2655, 3660, 4032, 34892, 16758, 27884, 39896, 30544, 4724, 43042, 3224, 34105, 8978, 18871, 16254, 16490, 2304, 3794, 3660, 4032, 6055, 1211, 9307, 9957, 3714, 1829, 7435, 995, 4032, 9307, 4032, 34105, 8978, 18871, 16254, 16490, 2304, 3794, 3660, 4032, 6225, 46309, 9957, 3714, 1829, 7435, 995, 4032, 9307, 6024, 48506, 21542, 1211, 6225, 8592, 7649, 1975, 39648, 1975, 8315, 8978, 18871, 16254, 11826, 5296, 10721, 4724, 28543, 2288, 1975, 39648, 16472, 31439, 16490, 2304, 14851, 33599, 23032, 12610, 45595, 20498], "avg_logprob": -0.15043339155016155, "compression_ratio": 2.2616822429906542, "no_speech_prob": 9.119510650634766e-06, "words": [{"start": 2098.1, "end": 2098.56, "word": "خمسة", "probability": 0.82647705078125}, {"start": 2098.56, "end": 2098.6, "word": " و", "probability": 0.63037109375}, {"start": 2098.6, "end": 2099.02, "word": " تلاتين", "probability": 0.9373779296875}, {"start": 2099.02, "end": 2099.82, "word": " ففعليا", "probability": 0.84208984375}, {"start": 2099.82, "end": 2099.98, "word": " انا", "probability": 0.61614990234375}, {"start": 2099.98, "end": 2100.08, "word": " في", "probability": 0.8671875}, {"start": 2100.08, "end": 2100.2, "word": " عندي", "probability": 0.7320556640625}, {"start": 2100.2, "end": 2100.8, "word": " خمسة", "probability": 0.9476318359375}, {"start": 2100.8, "end": 2101.14, "word": " و", "probability": 0.86328125}, {"start": 2101.14, "end": 2101.74, "word": " تلاتين", "probability": 0.9742431640625}, {"start": 2101.74, "end": 2102.62, "word": " ميجا", "probability": 0.910400390625}, {"start": 2102.62, "end": 2103.08, "word": " وات", "probability": 0.7734375}, {"start": 2103.08, "end": 2103.82, "word": " فائد", "probability": 0.8932291666666666}, {"start": 2103.82, "end": 2104.3, "word": " نفس", "probability": 0.94580078125}, {"start": 2104.3, "end": 2104.64, "word": " الكلام", "probability": 0.97900390625}, {"start": 2104.64, "end": 2105.24, "word": " بتكملوله", "probability": 0.8033203125}, {"start": 2105.24, "end": 2105.56, "word": " ال", "probability": 0.98046875}, {"start": 2105.56, "end": 2105.56, "word": " ..", "probability": 0.239990234375}, {"start": 2105.56, "end": 2106.1, "word": " ال", "probability": 0.97705078125}, {"start": 2106.1, "end": 2106.1, "word": " ..", "probability": 0.82177734375}, {"start": 2106.1, "end": 2106.34, "word": " ال", "probability": 0.98779296875}, {"start": 2106.34, "end": 2106.64, "word": " interval", "probability": 0.77685546875}, {"start": 2106.64, "end": 2108.6, "word": " التالتة", "probability": 0.8843994140625}, {"start": 2108.6, "end": 2108.92, "word": " و", "probability": 0.395751953125}, {"start": 2108.92, "end": 2109.42, "word": " الرابعة", "probability": 0.9724934895833334}, {"start": 2109.42, "end": 2110.24, "word": " هيكون", "probability": 0.70263671875}, {"start": 2110.24, "end": 2110.48, "word": " برضه", "probability": 0.9612630208333334}, {"start": 2110.48, "end": 2110.68, "word": " هنا", "probability": 0.76513671875}, {"start": 2110.68, "end": 2110.8, "word": " في", "probability": 0.98046875}, {"start": 2110.8, "end": 2111.0, "word": " عندي", "probability": 0.94873046875}, {"start": 2111.0, "end": 2111.36, "word": " خمسة", "probability": 0.979248046875}, {"start": 2111.36, "end": 2111.4, "word": " و", "probability": 0.9853515625}, {"start": 2111.4, "end": 2111.92, "word": " تلاتين", "probability": 0.978515625}, {"start": 2111.92, "end": 2113.18, "word": " ميجا", "probability": 0.993408203125}, {"start": 2113.18, "end": 2113.86, "word": " وات", "probability": 0.9599609375}, {"start": 2113.86, "end": 2114.56, "word": " و", "probability": 0.5751953125}, {"start": 2114.56, "end": 2114.76, "word": " هنا", "probability": 0.95751953125}, {"start": 2114.76, "end": 2114.9, "word": " في", "probability": 0.97021484375}, {"start": 2114.9, "end": 2115.12, "word": " عندي", "probability": 0.947998046875}, {"start": 2115.12, "end": 2115.52, "word": " خمسة", "probability": 0.968994140625}, {"start": 2115.52, "end": 2115.56, "word": " و", "probability": 0.99462890625}, {"start": 2115.56, "end": 2116.1, "word": " عشرين", "probability": 0.94091796875}, {"start": 2116.1, "end": 2117.14, "word": " ميجا", "probability": 0.9969482421875}, {"start": 2117.14, "end": 2117.66, "word": " وات", "probability": 0.940673828125}, {"start": 2117.66, "end": 2118.08, "word": " الآن", "probability": 0.6416015625}, {"start": 2118.08, "end": 2118.54, "word": " الحل", "probability": 0.984375}, {"start": 2118.54, "end": 2119.26, "word": " عشان", "probability": 0.98193359375}, {"start": 2119.26, "end": 2119.46, "word": " اقول", "probability": 0.82861328125}, {"start": 2119.46, "end": 2119.62, "word": " انا", "probability": 0.61688232421875}, {"start": 2119.62, "end": 2119.74, "word": " في", "probability": 0.990234375}, {"start": 2119.74, "end": 2120.04, "word": " عندي", "probability": 0.9111328125}, {"start": 2120.04, "end": 2120.86, "word": " stability", "probability": 0.77490234375}, {"start": 2120.86, "end": 2121.32, "word": " لأ", "probability": 0.950439453125}, {"start": 2121.32, "end": 2121.6, "word": " بقدر", "probability": 0.9890950520833334}, {"start": 2121.6, "end": 2121.72, "word": " اقول", "probability": 0.772216796875}, {"start": 2121.72, "end": 2121.82, "word": " ان", "probability": 0.82373046875}, {"start": 2121.82, "end": 2121.94, "word": " هو", "probability": 0.9091796875}, {"start": 2121.94, "end": 2122.66, "word": " خمستاش", "probability": 0.7825927734375}, {"start": 2122.66, "end": 2123.16, "word": " طول", "probability": 0.856689453125}, {"start": 2123.16, "end": 2123.6, "word": " اليوم", "probability": 0.97607421875}], "temperature": 1.0}, {"id": 95, "seek": 214459, "start": 2124.41, "end": 2144.59, "text": "فبكون ضمنت ان في دايما عندي 15 فائض طول اليوم كامل كحد أدنى .. كحد أدنى لإن هي ممكن يصل ل 25 في فترات و 35 في فترات بس كحد أدنى 15 فالحل اللي عندي هنا 15 الحل هتجدوا انه maximum او ال fitness فعليا 15 فهي قيمة", "tokens": [5172, 3555, 30544, 48812, 27842, 2655, 16472, 8978, 11778, 47302, 15042, 18871, 16254, 2119, 6156, 16373, 11242, 23032, 12610, 45595, 20498, 9122, 10943, 1211, 9122, 24401, 5551, 3215, 1863, 7578, 4386, 9122, 24401, 5551, 3215, 1863, 7578, 5296, 28814, 1863, 39896, 3714, 43020, 7251, 36520, 5296, 3552, 8978, 6156, 2655, 2288, 9307, 4032, 6976, 8978, 6156, 2655, 2288, 9307, 4724, 3794, 9122, 24401, 5551, 3215, 1863, 7578, 2119, 6156, 6027, 5016, 1211, 13672, 1829, 18871, 16254, 34105, 2119, 21542, 1211, 8032, 2655, 7435, 3215, 14407, 16472, 3224, 6674, 1975, 2407, 2423, 15303, 6156, 3615, 20292, 995, 2119, 6156, 3224, 1829, 12174, 32640, 3660], "avg_logprob": -0.20057091933603471, "compression_ratio": 1.7064676616915422, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 2124.41, "end": 2124.87, "word": "فبكون", "probability": 0.8258463541666666}, {"start": 2124.87, "end": 2125.23, "word": " ضمنت", "probability": 0.7125651041666666}, {"start": 2125.23, "end": 2125.35, "word": " ان", "probability": 0.455322265625}, {"start": 2125.35, "end": 2125.47, "word": " في", "probability": 0.46142578125}, {"start": 2125.47, "end": 2125.71, "word": " دايما", "probability": 0.8756510416666666}, {"start": 2125.71, "end": 2125.97, "word": " عندي", "probability": 0.7998046875}, {"start": 2125.97, "end": 2126.35, "word": " 15", "probability": 0.73779296875}, {"start": 2126.35, "end": 2126.77, "word": " فائض", "probability": 0.76953125}, {"start": 2126.77, "end": 2127.11, "word": " طول", "probability": 0.992919921875}, {"start": 2127.11, "end": 2127.85, "word": " اليوم", "probability": 0.9833984375}, {"start": 2127.85, "end": 2128.43, "word": " كامل", "probability": 0.96337890625}, {"start": 2128.43, "end": 2129.43, "word": " كحد", "probability": 0.86181640625}, {"start": 2129.43, "end": 2130.27, "word": " أدنى", "probability": 0.9019775390625}, {"start": 2130.27, "end": 2130.49, "word": " ..", "probability": 0.30126953125}, {"start": 2130.49, "end": 2130.77, "word": " كحد", "probability": 0.822509765625}, {"start": 2130.77, "end": 2131.15, "word": " أدنى", "probability": 0.98583984375}, {"start": 2131.15, "end": 2131.63, "word": " لإن", "probability": 0.6831868489583334}, {"start": 2131.63, "end": 2131.81, "word": " هي", "probability": 0.33056640625}, {"start": 2131.81, "end": 2132.11, "word": " ممكن", "probability": 0.7332763671875}, {"start": 2132.11, "end": 2132.41, "word": " يصل", "probability": 0.941162109375}, {"start": 2132.41, "end": 2132.47, "word": " ل", "probability": 0.84716796875}, {"start": 2132.47, "end": 2132.71, "word": " 25", "probability": 0.35009765625}, {"start": 2132.71, "end": 2133.13, "word": " في", "probability": 0.7255859375}, {"start": 2133.13, "end": 2133.55, "word": " فترات", "probability": 0.973876953125}, {"start": 2133.55, "end": 2133.83, "word": " و", "probability": 0.97119140625}, {"start": 2133.83, "end": 2134.21, "word": " 35", "probability": 0.76806640625}, {"start": 2134.21, "end": 2134.59, "word": " في", "probability": 0.8779296875}, {"start": 2134.59, "end": 2134.99, "word": " فترات", "probability": 0.9866943359375}, {"start": 2134.99, "end": 2135.37, "word": " بس", "probability": 0.83447265625}, {"start": 2135.37, "end": 2135.59, "word": " كحد", "probability": 0.988525390625}, {"start": 2135.59, "end": 2135.81, "word": " أدنى", "probability": 0.98583984375}, {"start": 2135.81, "end": 2136.33, "word": " 15", "probability": 0.853515625}, {"start": 2136.33, "end": 2137.79, "word": " فالحل", "probability": 0.85888671875}, {"start": 2137.79, "end": 2137.85, "word": " اللي", "probability": 0.697265625}, {"start": 2137.85, "end": 2138.07, "word": " عندي", "probability": 0.74853515625}, {"start": 2138.07, "end": 2138.23, "word": " هنا", "probability": 0.94091796875}, {"start": 2138.23, "end": 2138.87, "word": " 15", "probability": 0.91943359375}, {"start": 2138.87, "end": 2140.21, "word": " الحل", "probability": 0.805419921875}, {"start": 2140.21, "end": 2140.91, "word": " هتجدوا", "probability": 0.956640625}, {"start": 2140.91, "end": 2141.13, "word": " انه", "probability": 0.4200439453125}, {"start": 2141.13, "end": 2141.53, "word": " maximum", "probability": 0.7802734375}, {"start": 2141.53, "end": 2141.79, "word": " او", "probability": 0.7861328125}, {"start": 2141.79, "end": 2141.89, "word": " ال", "probability": 0.923828125}, {"start": 2141.89, "end": 2142.31, "word": " fitness", "probability": 0.97998046875}, {"start": 2142.31, "end": 2142.97, "word": " فعليا", "probability": 0.924072265625}, {"start": 2142.97, "end": 2143.37, "word": " 15", "probability": 0.96923828125}, {"start": 2143.37, "end": 2144.09, "word": " فهي", "probability": 0.9521484375}, {"start": 2144.09, "end": 2144.59, "word": " قيمة", "probability": 0.9951171875}], "temperature": 1.0}, {"id": 96, "seek": 217469, "start": 2145.71, "end": 2174.69, "text": "احتياطي الشبكة اللي موجود ككل ككل تمام هل الحل هذا ممكن يكون نهائي وخلاص أفضل أتعامل معاه قلنا من المرة اللي فاتت أنه أنا بتعامل مع Stochastic Model Stochastic Model يعني بيشتغل Randomly يعني عشوائي بمعنى أنه كل مرة ممكن أبدأ الحل من أول و جديد أغير مجموعة ال parameters اللي عندي ممكن يجي يطلع لحل مختلف يطلع أن حل تماما مختلف الحل اللي تماما مختلف ممكن نغير مثلا", "tokens": [995, 33753, 1829, 41193, 1829, 25124, 3555, 4117, 3660, 13672, 1829, 3714, 29245, 23328, 9122, 28820, 9122, 4117, 1211, 46811, 10943, 8032, 1211, 21542, 1211, 23758, 3714, 43020, 7251, 30544, 8717, 3224, 16373, 1829, 4032, 9778, 1211, 33546, 5551, 5172, 11242, 1211, 5551, 2655, 3615, 10943, 1211, 20449, 40294, 12174, 1211, 8315, 9154, 9673, 25720, 13672, 1829, 6156, 9307, 2655, 14739, 3224, 41850, 39894, 3615, 10943, 1211, 20449, 745, 8997, 2750, 17105, 745, 8997, 2750, 17105, 37495, 22653, 4724, 1829, 8592, 2655, 17082, 1211, 37603, 356, 37495, 22653, 6225, 8592, 2407, 16373, 1829, 4724, 2304, 3615, 1863, 7578, 14739, 3224, 28242, 3714, 25720, 3714, 43020, 5551, 44510, 10721, 21542, 1211, 9154, 5551, 12610, 4032, 10874, 16254, 3215, 5551, 17082, 13546, 3714, 7435, 2304, 2407, 27884, 2423, 9834, 13672, 1829, 18871, 16254, 3714, 43020, 7251, 7435, 1829, 7251, 9566, 1211, 3615, 5296, 5016, 1211, 3714, 46456, 46538, 7251, 9566, 1211, 3615, 14739, 11331, 1211, 46811, 10943, 995, 3714, 46456, 46538, 21542, 1211, 13672, 1829, 46811, 10943, 995, 3714, 46456, 46538, 3714, 43020, 8717, 17082, 13546, 50113, 15040], "avg_logprob": -0.12800140704138804, "compression_ratio": 2.01980198019802, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2145.7100000000005, "end": 2146.4300000000003, "word": "احتياطي", "probability": 0.788427734375}, {"start": 2146.4300000000003, "end": 2147.15, "word": " الشبكة", "probability": 0.9830322265625}, {"start": 2147.15, "end": 2147.61, "word": " اللي", "probability": 0.845458984375}, {"start": 2147.61, "end": 2147.95, "word": " موجود", "probability": 0.9842122395833334}, {"start": 2147.95, "end": 2148.43, "word": " ككل", "probability": 0.920166015625}, {"start": 2148.43, "end": 2149.67, "word": " ككل", "probability": 0.4737141927083333}, {"start": 2149.67, "end": 2150.31, "word": " تمام", "probability": 0.952880859375}, {"start": 2150.31, "end": 2151.29, "word": " هل", "probability": 0.87060546875}, {"start": 2151.29, "end": 2151.59, "word": " الحل", "probability": 0.966064453125}, {"start": 2151.59, "end": 2151.77, "word": " هذا", "probability": 0.65625}, {"start": 2151.77, "end": 2152.05, "word": " ممكن", "probability": 0.974609375}, {"start": 2152.05, "end": 2152.27, "word": " يكون", "probability": 0.9931640625}, {"start": 2152.27, "end": 2152.77, "word": " نهائي", "probability": 0.980224609375}, {"start": 2152.77, "end": 2153.81, "word": " وخلاص", "probability": 0.8477783203125}, {"start": 2153.81, "end": 2154.17, "word": " أفضل", "probability": 0.72210693359375}, {"start": 2154.17, "end": 2154.55, "word": " أتعامل", "probability": 0.9224609375}, {"start": 2154.55, "end": 2154.89, "word": " معاه", "probability": 0.9912109375}, {"start": 2154.89, "end": 2155.51, "word": " قلنا", "probability": 0.7542317708333334}, {"start": 2155.51, "end": 2155.65, "word": " من", "probability": 0.98095703125}, {"start": 2155.65, "end": 2156.01, "word": " المرة", "probability": 0.9912109375}, {"start": 2156.01, "end": 2156.17, "word": " اللي", "probability": 0.9638671875}, {"start": 2156.17, "end": 2156.59, "word": " فاتت", "probability": 0.9869791666666666}, {"start": 2156.59, "end": 2156.87, "word": " أنه", "probability": 0.737548828125}, {"start": 2156.87, "end": 2156.99, "word": " أنا", "probability": 0.82373046875}, {"start": 2156.99, "end": 2157.47, "word": " بتعامل", "probability": 0.8798828125}, {"start": 2157.47, "end": 2157.69, "word": " مع", "probability": 0.9814453125}, {"start": 2157.69, "end": 2158.41, "word": " Stochastic", "probability": 0.7159830729166666}, {"start": 2158.41, "end": 2158.71, "word": " Model", "probability": 0.61767578125}, {"start": 2158.71, "end": 2159.45, "word": " Stochastic", "probability": 0.9044596354166666}, {"start": 2159.45, "end": 2159.67, "word": " Model", "probability": 0.9453125}, {"start": 2159.67, "end": 2160.07, "word": " يعني", "probability": 0.961669921875}, {"start": 2160.07, "end": 2160.51, "word": " بيشتغل", "probability": 0.9090169270833334}, {"start": 2160.51, "end": 2161.05, "word": " Randomly", "probability": 0.76806640625}, {"start": 2161.05, "end": 2161.65, "word": " يعني", "probability": 0.891845703125}, {"start": 2161.65, "end": 2162.55, "word": " عشوائي", "probability": 0.98095703125}, {"start": 2162.55, "end": 2163.13, "word": " بمعنى", "probability": 0.96083984375}, {"start": 2163.13, "end": 2163.43, "word": " أنه", "probability": 0.796142578125}, {"start": 2163.43, "end": 2163.69, "word": " كل", "probability": 0.986328125}, {"start": 2163.69, "end": 2164.01, "word": " مرة", "probability": 0.99365234375}, {"start": 2164.01, "end": 2164.33, "word": " ممكن", "probability": 0.994140625}, {"start": 2164.33, "end": 2164.67, "word": " أبدأ", "probability": 0.9495442708333334}, {"start": 2164.67, "end": 2164.93, "word": " الحل", "probability": 0.990234375}, {"start": 2164.93, "end": 2165.07, "word": " من", "probability": 0.990234375}, {"start": 2165.07, "end": 2165.25, "word": " أول", "probability": 0.961181640625}, {"start": 2165.25, "end": 2165.37, "word": " و", "probability": 0.81787109375}, {"start": 2165.37, "end": 2165.75, "word": " جديد", "probability": 0.9127604166666666}, {"start": 2165.75, "end": 2166.41, "word": " أغير", "probability": 0.9562174479166666}, {"start": 2166.41, "end": 2166.83, "word": " مجموعة", "probability": 0.90478515625}, {"start": 2166.83, "end": 2166.95, "word": " ال", "probability": 0.98388671875}, {"start": 2166.95, "end": 2167.33, "word": " parameters", "probability": 0.86279296875}, {"start": 2167.33, "end": 2167.53, "word": " اللي", "probability": 0.987060546875}, {"start": 2167.53, "end": 2167.71, "word": " عندي", "probability": 0.7314453125}, {"start": 2167.71, "end": 2167.93, "word": " ممكن", "probability": 0.986572265625}, {"start": 2167.93, "end": 2168.13, "word": " يجي", "probability": 0.9181315104166666}, {"start": 2168.13, "end": 2168.35, "word": " يطلع", "probability": 0.85687255859375}, {"start": 2168.35, "end": 2168.63, "word": " لحل", "probability": 0.93359375}, {"start": 2168.63, "end": 2169.37, "word": " مختلف", "probability": 0.9930013020833334}, {"start": 2169.37, "end": 2169.73, "word": " يطلع", "probability": 0.96435546875}, {"start": 2169.73, "end": 2169.85, "word": " أن", "probability": 0.353515625}, {"start": 2169.85, "end": 2170.13, "word": " حل", "probability": 0.8447265625}, {"start": 2170.13, "end": 2170.73, "word": " تماما", "probability": 0.9793294270833334}, {"start": 2170.73, "end": 2171.13, "word": " مختلف", "probability": 0.9894205729166666}, {"start": 2171.13, "end": 2172.29, "word": " الحل", "probability": 0.9306640625}, {"start": 2172.29, "end": 2172.77, "word": " اللي", "probability": 0.62451171875}, {"start": 2172.77, "end": 2173.17, "word": " تماما", "probability": 0.99560546875}, {"start": 2173.17, "end": 2173.59, "word": " مختلف", "probability": 0.9957682291666666}, {"start": 2173.59, "end": 2173.87, "word": " ممكن", "probability": 0.9892578125}, {"start": 2173.87, "end": 2174.29, "word": " نغير", "probability": 0.92919921875}, {"start": 2174.29, "end": 2174.69, "word": " مثلا", "probability": 0.97607421875}], "temperature": 1.0}, {"id": 97, "seek": 219373, "start": 2175.32, "end": 2193.74, "text": "العدد الكروموزومز ممكن نغير ال mutation وهذا بتأثر بشكل كبير كبير هتنشوف إيش اللي بدنا نغيره حاليا مثلا هذه أول حاجة غيرناها غيرنا عدد الكروموزومز في الجيل الواحد بدل ما كانوا عشرين خلناهم مية", "tokens": [6027, 22488, 3215, 33251, 2288, 20498, 2407, 11622, 20498, 11622, 3714, 43020, 8717, 17082, 13546, 2423, 27960, 37037, 15730, 39894, 10721, 49115, 4724, 8592, 28820, 9122, 3555, 13546, 9122, 3555, 13546, 8032, 2655, 1863, 8592, 38688, 11933, 1829, 8592, 13672, 1829, 47525, 8315, 8717, 17082, 13546, 3224, 11331, 6027, 25528, 50113, 15040, 29538, 5551, 12610, 11331, 26108, 3660, 32771, 13546, 8315, 11296, 32771, 13546, 8315, 6225, 3215, 3215, 33251, 2288, 20498, 2407, 11622, 20498, 11622, 8978, 25724, 26895, 2423, 14407, 24401, 47525, 1211, 19446, 25961, 14407, 6225, 46309, 9957, 16490, 1211, 8315, 16095, 3714, 10632], "avg_logprob": -0.2089843681703011, "compression_ratio": 1.768041237113402, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 2175.32, "end": 2176.16, "word": "العدد", "probability": 0.7762858072916666}, {"start": 2176.16, "end": 2176.88, "word": " الكروموزومز", "probability": 0.6273367745535714}, {"start": 2176.88, "end": 2177.34, "word": " ممكن", "probability": 0.787841796875}, {"start": 2177.34, "end": 2177.78, "word": " نغير", "probability": 0.8831380208333334}, {"start": 2177.78, "end": 2178.02, "word": " ال", "probability": 0.71826171875}, {"start": 2178.02, "end": 2178.5, "word": " mutation", "probability": 0.8583984375}, {"start": 2178.5, "end": 2178.94, "word": " وهذا", "probability": 0.67236328125}, {"start": 2178.94, "end": 2179.42, "word": " بتأثر", "probability": 0.67333984375}, {"start": 2179.42, "end": 2179.74, "word": " بشكل", "probability": 0.9597981770833334}, {"start": 2179.74, "end": 2180.12, "word": " كبير", "probability": 0.9480794270833334}, {"start": 2180.12, "end": 2180.64, "word": " كبير", "probability": 0.6166178385416666}, {"start": 2180.64, "end": 2181.52, "word": " هتنشوف", "probability": 0.715185546875}, {"start": 2181.52, "end": 2181.74, "word": " إيش", "probability": 0.6848958333333334}, {"start": 2181.74, "end": 2181.88, "word": " اللي", "probability": 0.953125}, {"start": 2181.88, "end": 2182.14, "word": " بدنا", "probability": 0.953125}, {"start": 2182.14, "end": 2183.1, "word": " نغيره", "probability": 0.97998046875}, {"start": 2183.1, "end": 2185.14, "word": " حاليا", "probability": 0.9306640625}, {"start": 2185.14, "end": 2186.68, "word": " مثلا", "probability": 0.879150390625}, {"start": 2186.68, "end": 2186.86, "word": " هذه", "probability": 0.28466796875}, {"start": 2186.86, "end": 2187.12, "word": " أول", "probability": 0.923583984375}, {"start": 2187.12, "end": 2187.34, "word": " حاجة", "probability": 0.9763997395833334}, {"start": 2187.34, "end": 2187.88, "word": " غيرناها", "probability": 0.951904296875}, {"start": 2187.88, "end": 2188.42, "word": " غيرنا", "probability": 0.8214518229166666}, {"start": 2188.42, "end": 2189.08, "word": " عدد", "probability": 0.9847005208333334}, {"start": 2189.08, "end": 2190.66, "word": " الكروموزومز", "probability": 0.9261300223214286}, {"start": 2190.66, "end": 2191.06, "word": " في", "probability": 0.91748046875}, {"start": 2191.06, "end": 2191.34, "word": " الجيل", "probability": 0.948486328125}, {"start": 2191.34, "end": 2191.84, "word": " الواحد", "probability": 0.9510091145833334}, {"start": 2191.84, "end": 2192.3, "word": " بدل", "probability": 0.909912109375}, {"start": 2192.3, "end": 2192.42, "word": " ما", "probability": 0.9658203125}, {"start": 2192.42, "end": 2192.6, "word": " كانوا", "probability": 0.71044921875}, {"start": 2192.6, "end": 2192.88, "word": " عشرين", "probability": 0.927734375}, {"start": 2192.88, "end": 2193.38, "word": " خلناهم", "probability": 0.9046630859375}, {"start": 2193.38, "end": 2193.74, "word": " مية", "probability": 0.912353515625}], "temperature": 1.0}, {"id": 98, "seek": 220632, "start": 2194.74, "end": 2206.32, "text": "أصبح في اندي n بتساوي 100 والباقي زي ما هو هذه حسنات النتائج بدل ما 15 الحد الأدنى لأ صار في 25 الحد الأدنى", "tokens": [10721, 9381, 49628, 8978, 16472, 16254, 297, 39894, 3794, 995, 45865, 2319, 16070, 3555, 995, 38436, 30767, 1829, 19446, 31439, 29538, 11331, 3794, 8315, 2655, 28239, 2655, 16373, 7435, 47525, 1211, 19446, 2119, 21542, 3215, 16247, 3215, 1863, 7578, 5296, 10721, 20328, 9640, 8978, 3552, 21542, 3215, 16247, 3215, 1863, 7578], "avg_logprob": -0.20402644202113152, "compression_ratio": 1.512396694214876, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 2194.74, "end": 2195.12, "word": "أصبح", "probability": 0.9156901041666666}, {"start": 2195.12, "end": 2195.26, "word": " في", "probability": 0.77490234375}, {"start": 2195.26, "end": 2195.6, "word": " اندي", "probability": 0.5498046875}, {"start": 2195.6, "end": 2196.4, "word": " n", "probability": 0.3759765625}, {"start": 2196.4, "end": 2197.12, "word": " بتساوي", "probability": 0.7288818359375}, {"start": 2197.12, "end": 2197.68, "word": " 100", "probability": 0.48193359375}, {"start": 2197.68, "end": 2198.5, "word": " والباقي", "probability": 0.7437744140625}, {"start": 2198.5, "end": 2198.7, "word": " زي", "probability": 0.972412109375}, {"start": 2198.7, "end": 2198.8, "word": " ما", "probability": 0.95458984375}, {"start": 2198.8, "end": 2199.04, "word": " هو", "probability": 0.98974609375}, {"start": 2199.04, "end": 2199.52, "word": " هذه", "probability": 0.640625}, {"start": 2199.52, "end": 2200.0, "word": " حسنات", "probability": 0.82476806640625}, {"start": 2200.0, "end": 2201.02, "word": " النتائج", "probability": 0.9593505859375}, {"start": 2201.02, "end": 2201.56, "word": " بدل", "probability": 0.853759765625}, {"start": 2201.56, "end": 2201.7, "word": " ما", "probability": 0.476318359375}, {"start": 2201.7, "end": 2202.44, "word": " 15", "probability": 0.498779296875}, {"start": 2202.44, "end": 2203.06, "word": " الحد", "probability": 0.802001953125}, {"start": 2203.06, "end": 2204.16, "word": " الأدنى", "probability": 0.9879150390625}, {"start": 2204.16, "end": 2204.56, "word": " لأ", "probability": 0.84765625}, {"start": 2204.56, "end": 2204.84, "word": " صار", "probability": 0.958740234375}, {"start": 2204.84, "end": 2204.94, "word": " في", "probability": 0.94677734375}, {"start": 2204.94, "end": 2205.58, "word": " 25", "probability": 0.8984375}, {"start": 2205.58, "end": 2205.92, "word": " الحد", "probability": 0.97607421875}, {"start": 2205.92, "end": 2206.32, "word": " الأدنى", "probability": 0.9952392578125}], "temperature": 1.0}, {"id": 99, "seek": 222848, "start": 2207.62, "end": 2228.48, "text": "لحد الأدنى، ظهر عندى 25 في وين في ال interval التانية والتالتة والربعة، 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 ..", "tokens": [1211, 24401, 16247, 3215, 1863, 7578, 12399, 1357, 116, 3224, 2288, 43242, 7578, 3552, 8978, 4032, 9957, 8978, 2423, 15035, 16712, 7649, 10632, 16070, 2655, 6027, 2655, 3660, 16070, 25513, 27884, 12399, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386, 3552, 4386], "avg_logprob": -0.11402777671813964, "compression_ratio": 6.214285714285714, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2207.62, "end": 2207.94, "word": "لحد", "probability": 0.893798828125}, {"start": 2207.94, "end": 2208.56, "word": " الأدنى،", "probability": 0.8267578125}, {"start": 2208.56, "end": 2208.96, "word": " ظهر", "probability": 0.83978271484375}, {"start": 2208.96, "end": 2209.2, "word": " عندى", "probability": 0.854736328125}, {"start": 2209.2, "end": 2209.72, "word": " 25", "probability": 0.83984375}, {"start": 2209.72, "end": 2210.66, "word": " في", "probability": 0.81298828125}, {"start": 2210.66, "end": 2210.98, "word": " وين", "probability": 0.745361328125}, {"start": 2210.98, "end": 2211.18, "word": " في", "probability": 0.479736328125}, {"start": 2211.18, "end": 2211.26, "word": " ال", "probability": 0.9892578125}, {"start": 2211.26, "end": 2211.64, "word": " interval", "probability": 0.467041015625}, {"start": 2211.64, "end": 2212.68, "word": " التانية", "probability": 0.7737630208333334}, {"start": 2212.68, "end": 2213.26, "word": " والتالتة", "probability": 0.8830078125}, {"start": 2213.26, "end": 2214.16, "word": " والربعة،", "probability": 0.657958984375}, {"start": 2214.16, "end": 2214.48, "word": " 25", "probability": 0.71533203125}, {"start": 2214.48, "end": 2214.64, "word": " ..", "probability": 0.260986328125}, {"start": 2214.64, "end": 2214.92, "word": " 25", "probability": 0.6396484375}, {"start": 2214.92, "end": 2215.04, "word": " ..", "probability": 0.974609375}, {"start": 2215.04, "end": 2215.34, "word": " 25", "probability": 0.8525390625}, {"start": 2215.34, "end": 2215.58, "word": " ..", "probability": 0.65283203125}, {"start": 2215.58, "end": 2215.76, "word": " 25", "probability": 0.31982421875}, {"start": 2215.76, "end": 2216.12, "word": " ..", "probability": 0.79443359375}, {"start": 2216.12, "end": 2216.12, "word": " 25", "probability": 0.401611328125}, {"start": 2216.12, "end": 2216.12, "word": " ..", "probability": 0.89453125}, {"start": 2216.12, "end": 2216.12, "word": " 25", "probability": 0.6669921875}, {"start": 2216.12, "end": 2217.0, "word": " ..", "probability": 0.93017578125}, {"start": 2217.0, "end": 2217.0, "word": " 25", "probability": 0.78173828125}, {"start": 2217.0, "end": 2217.1, "word": " ..", "probability": 0.95458984375}, {"start": 2217.1, "end": 2217.1, "word": " 25", "probability": 0.84423828125}, {"start": 2217.1, "end": 2217.1, "word": " ..", "probability": 0.96875}, {"start": 2217.1, "end": 2217.1, "word": " 25", "probability": 0.86328125}, {"start": 2217.1, "end": 2217.1, "word": " ..", "probability": 0.9755859375}, {"start": 2217.1, "end": 2217.1, "word": " 25", "probability": 0.86865234375}, {"start": 2217.1, "end": 2217.12, "word": " ..", "probability": 0.97900390625}, {"start": 2217.12, "end": 2217.12, "word": " 25", "probability": 0.86962890625}, {"start": 2217.12, "end": 2217.12, "word": " ..", "probability": 0.98095703125}, {"start": 2217.12, "end": 2217.12, "word": " 25", "probability": 0.86962890625}, {"start": 2217.12, "end": 2217.12, "word": " ..", "probability": 0.98193359375}, {"start": 2217.12, "end": 2217.12, "word": " 25", "probability": 0.86474609375}, {"start": 2217.12, "end": 2217.14, "word": " ..", "probability": 0.982421875}, {"start": 2217.14, "end": 2217.14, "word": " 25", "probability": 0.8662109375}, {"start": 2217.14, "end": 2217.14, "word": " ..", "probability": 0.98291015625}, {"start": 2217.14, "end": 2217.14, "word": " 25", "probability": 0.861328125}, {"start": 2217.14, "end": 2217.14, "word": " ..", "probability": 0.98291015625}, {"start": 2217.14, "end": 2217.14, "word": " 25", "probability": 0.85888671875}, {"start": 2217.14, "end": 2217.2, "word": " ..", "probability": 0.98291015625}, {"start": 2217.2, "end": 2217.2, "word": " 25", "probability": 0.85693359375}, {"start": 2217.2, "end": 2217.2, "word": " ..", "probability": 0.98291015625}, {"start": 2217.2, "end": 2217.2, "word": " 25", "probability": 0.85595703125}, {"start": 2217.2, "end": 2217.2, "word": " ..", "probability": 0.98291015625}, {"start": 2217.2, "end": 2217.2, "word": " 25", "probability": 0.8515625}, {"start": 2217.2, "end": 2217.2, "word": " ..", "probability": 0.98291015625}, {"start": 2217.2, "end": 2217.2, "word": " 25", "probability": 0.8525390625}, {"start": 2217.2, "end": 2217.2, "word": " ..", "probability": 0.98291015625}, {"start": 2217.2, "end": 2217.2, "word": " 25", "probability": 0.85302734375}, {"start": 2217.2, "end": 2217.2, "word": " ..", "probability": 0.98291015625}, {"start": 2217.2, "end": 2217.2, "word": " 25", "probability": 0.85400390625}, {"start": 2217.2, "end": 2217.2, "word": " ..", "probability": 0.9833984375}, {"start": 2217.2, "end": 2217.2, "word": " 25", "probability": 0.8544921875}, {"start": 2217.2, "end": 2217.2, "word": " ..", "probability": 0.9833984375}, {"start": 2217.2, "end": 2217.2, "word": " 25", "probability": 0.8564453125}, {"start": 2217.2, "end": 2217.2, "word": " ..", "probability": 0.9833984375}, {"start": 2217.2, "end": 2217.2, "word": " 25", "probability": 0.85791015625}, {"start": 2217.2, "end": 2218.58, "word": " ..", "probability": 0.98291015625}, {"start": 2218.58, "end": 2218.64, "word": " 25", "probability": 0.86181640625}, {"start": 2218.64, "end": 2218.64, "word": " ..", "probability": 0.9833984375}, {"start": 2218.64, "end": 2218.64, "word": " 25", "probability": 0.8623046875}, {"start": 2218.64, "end": 2218.64, "word": " ..", "probability": 0.9833984375}, {"start": 2218.64, "end": 2218.64, "word": " 25", "probability": 0.8642578125}, {"start": 2218.64, "end": 2218.64, "word": " ..", "probability": 0.98291015625}, {"start": 2218.64, "end": 2218.64, "word": " 25", "probability": 0.8671875}, {"start": 2218.64, "end": 2218.64, "word": " ..", "probability": 0.98291015625}, {"start": 2218.64, "end": 2218.64, "word": " 25", "probability": 0.86962890625}, {"start": 2218.64, "end": 2218.64, "word": " ..", "probability": 0.98291015625}, {"start": 2218.64, "end": 2218.76, "word": " 25", "probability": 0.8720703125}, {"start": 2218.76, "end": 2218.76, "word": " ..", "probability": 0.98291015625}, {"start": 2218.76, "end": 2218.76, "word": " 25", "probability": 0.87353515625}, {"start": 2218.76, "end": 2218.76, "word": " ..", "probability": 0.982421875}, {"start": 2218.76, "end": 2218.82, "word": " 25", "probability": 0.8779296875}, {"start": 2218.82, "end": 2219.02, "word": " ..", "probability": 0.982421875}, {"start": 2219.02, "end": 2219.14, "word": " 25", "probability": 0.87841796875}, {"start": 2219.14, "end": 2219.14, "word": " ..", "probability": 0.982421875}, {"start": 2219.14, "end": 2219.14, "word": " 25", "probability": 0.87939453125}, {"start": 2219.14, "end": 2219.14, "word": " ..", "probability": 0.98193359375}, {"start": 2219.14, "end": 2219.26, "word": " 25", "probability": 0.8818359375}, {"start": 2219.26, "end": 2220.14, "word": " ..", "probability": 0.98193359375}, {"start": 2220.14, "end": 2220.54, "word": " 25", "probability": 0.884765625}, {"start": 2220.54, "end": 2221.58, "word": " ..", "probability": 0.98193359375}, {"start": 2221.58, "end": 2221.88, "word": " 25", "probability": 0.8857421875}, {"start": 2221.88, "end": 2222.28, "word": " ..", "probability": 0.98193359375}, {"start": 2222.28, "end": 2222.4, "word": " 25", "probability": 0.88720703125}, {"start": 2222.4, "end": 2223.12, "word": " ..", "probability": 0.98193359375}, {"start": 2223.12, "end": 2223.32, "word": " 25", "probability": 0.88671875}, {"start": 2223.32, "end": 2223.48, "word": " ..", "probability": 0.98095703125}, {"start": 2223.48, "end": 2224.04, "word": " 25", "probability": 0.89013671875}, {"start": 2224.04, "end": 2224.14, "word": " ..", "probability": 0.98095703125}, {"start": 2224.14, "end": 2224.56, "word": " 25", "probability": 0.89306640625}, {"start": 2224.56, "end": 2224.76, "word": " ..", "probability": 0.98095703125}, {"start": 2224.76, "end": 2224.84, "word": " 25", "probability": 0.89501953125}, {"start": 2224.84, "end": 2224.84, "word": " ..", "probability": 0.98095703125}, {"start": 2224.84, "end": 2225.08, "word": " 25", "probability": 0.89697265625}, {"start": 2225.08, "end": 2225.26, "word": " ..", "probability": 0.98046875}, {"start": 2225.26, "end": 2225.26, "word": " 25", "probability": 0.8984375}, {"start": 2225.26, "end": 2225.26, "word": " ..", "probability": 0.98095703125}, {"start": 2225.26, "end": 2225.26, "word": " 25", "probability": 0.8984375}, {"start": 2225.26, "end": 2225.26, "word": " ..", "probability": 0.98095703125}, {"start": 2225.26, "end": 2225.26, "word": " 25", "probability": 0.90087890625}, {"start": 2225.26, "end": 2225.26, "word": " ..", "probability": 0.98046875}, {"start": 2225.26, "end": 2225.26, "word": " 25", "probability": 0.9013671875}, {"start": 2225.26, "end": 2225.26, "word": " ..", "probability": 0.98046875}, {"start": 2225.26, "end": 2225.26, "word": " 25", "probability": 0.9013671875}, {"start": 2225.26, "end": 2225.28, "word": " ..", "probability": 0.98046875}, {"start": 2225.28, "end": 2225.44, "word": " 25", "probability": 0.904296875}, {"start": 2225.44, "end": 2225.54, "word": " ..", "probability": 0.98095703125}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.904296875}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.97998046875}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.9033203125}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.9794921875}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.90576171875}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.97998046875}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.90869140625}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.9794921875}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.9072265625}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.9794921875}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.91015625}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.9794921875}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.91064453125}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.97900390625}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.91162109375}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.97900390625}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.91015625}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.978515625}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.91015625}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.97900390625}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.91015625}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.97900390625}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.91162109375}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.97900390625}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.91162109375}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.978515625}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.9111328125}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.978515625}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.91162109375}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.97900390625}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.91015625}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.978515625}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.9111328125}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.97900390625}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.91064453125}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.97802734375}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.91015625}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.978515625}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.91357421875}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.978515625}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.9130859375}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.9794921875}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.9140625}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.978515625}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.91357421875}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.97900390625}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.91650390625}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.97900390625}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.91845703125}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.9794921875}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.91455078125}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.97998046875}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.9169921875}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.97998046875}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.921875}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.97900390625}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.91845703125}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.97998046875}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.919921875}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.9794921875}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.919921875}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.9794921875}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.9208984375}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.97998046875}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.9208984375}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.97998046875}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.92138671875}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.97998046875}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.9208984375}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.97998046875}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.92236328125}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.9794921875}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.91845703125}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.9794921875}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.9208984375}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.98095703125}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.921875}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.98095703125}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.92041015625}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.98046875}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.92041015625}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.9814453125}, {"start": 2225.54, "end": 2225.54, "word": " 25", "probability": 0.919921875}, {"start": 2225.54, "end": 2225.54, "word": " ..", "probability": 0.98193359375}, {"start": 2225.54, "end": 2225.6, "word": " 25", "probability": 0.9228515625}, {"start": 2225.6, "end": 2225.6, "word": " ..", "probability": 0.9814453125}, {"start": 2225.6, "end": 2225.72, "word": " 25", "probability": 0.9287109375}, {"start": 2225.72, "end": 2226.28, "word": " ..", "probability": 0.98193359375}, {"start": 2226.28, "end": 2226.34, "word": " 25", "probability": 0.939453125}, {"start": 2226.34, "end": 2227.98, "word": " ..", "probability": 0.9833984375}, {"start": 2227.98, "end": 2227.98, "word": " 25", "probability": 0.90234375}, {"start": 2227.98, "end": 2228.48, "word": " ..", "probability": 0.98046875}], "temperature": 1.0}, {"id": 100, "seek": 225321, "start": 2231.24, "end": 2253.22, "text": "طيب في ال interval التالتة أكيد واحد و اتنين لإن هو دي بتاع اتنين intervals بالإضافة لأ خمسة و سبعة كمان تمام ال interval الرابعة بتطلع اربعة و ستة للصيانة هل كلهم انعملوا لهم الصيانة؟ اه كلهم انعملوا لهم الصيانة لو وجدنا حل ان في واحدة منهم ماعملهاش صيانة و ان ال units معناته حل غلط الحل هيكون خاطئ", "tokens": [9566, 1829, 3555, 8978, 2423, 15035, 16712, 6027, 2655, 3660, 5551, 4117, 25708, 36764, 24401, 4032, 1975, 2655, 1863, 9957, 5296, 28814, 1863, 31439, 11778, 1829, 39894, 45761, 1975, 2655, 1863, 9957, 26651, 20666, 28814, 11242, 31845, 3660, 5296, 10721, 16490, 2304, 3794, 3660, 4032, 8608, 3555, 27884, 9122, 2304, 7649, 46811, 10943, 2423, 15035, 34892, 16758, 27884, 39894, 9566, 1211, 3615, 1975, 25513, 27884, 4032, 8608, 2655, 3660, 24976, 9381, 1829, 7649, 3660, 8032, 1211, 28242, 16095, 16472, 25957, 1211, 14407, 5296, 16095, 31767, 1829, 7649, 3660, 22807, 1975, 3224, 28242, 16095, 16472, 25957, 1211, 14407, 5296, 16095, 31767, 1829, 7649, 3660, 45164, 49610, 3215, 8315, 11331, 1211, 16472, 8978, 36764, 24401, 3660, 9154, 16095, 19446, 25957, 43761, 33599, 20328, 1829, 7649, 3660, 4032, 16472, 2423, 6815, 20449, 8315, 47395, 11331, 1211, 32771, 1211, 9566, 21542, 1211, 39896, 30544, 16490, 41193, 19986], "avg_logprob": -0.17784287966787815, "compression_ratio": 2.089795918367347, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2231.24, "end": 2231.56, "word": "طيب", "probability": 0.9274088541666666}, {"start": 2231.56, "end": 2231.78, "word": " في", "probability": 0.396484375}, {"start": 2231.78, "end": 2231.88, "word": " ال", "probability": 0.98876953125}, {"start": 2231.88, "end": 2232.16, "word": " interval", "probability": 0.72216796875}, {"start": 2232.16, "end": 2233.06, "word": " التالتة", "probability": 0.9283447265625}, {"start": 2233.06, "end": 2233.52, "word": " أكيد", "probability": 0.8525390625}, {"start": 2233.52, "end": 2233.74, "word": " واحد", "probability": 0.849609375}, {"start": 2233.74, "end": 2233.88, "word": " و", "probability": 0.953125}, {"start": 2233.88, "end": 2234.04, "word": " اتنين", "probability": 0.858642578125}, {"start": 2234.04, "end": 2234.22, "word": " لإن", "probability": 0.7579752604166666}, {"start": 2234.22, "end": 2234.3, "word": " هو", "probability": 0.2259521484375}, {"start": 2234.3, "end": 2234.4, "word": " دي", "probability": 0.706298828125}, {"start": 2234.4, "end": 2234.6, "word": " بتاع", "probability": 0.5147705078125}, {"start": 2234.6, "end": 2235.0, "word": " اتنين", "probability": 0.929443359375}, {"start": 2235.0, "end": 2235.94, "word": " intervals", "probability": 0.91455078125}, {"start": 2235.94, "end": 2236.72, "word": " بالإضافة", "probability": 0.915234375}, {"start": 2236.72, "end": 2236.92, "word": " لأ", "probability": 0.896240234375}, {"start": 2236.92, "end": 2237.36, "word": " خمسة", "probability": 0.930908203125}, {"start": 2237.36, "end": 2237.4, "word": " و", "probability": 0.97607421875}, {"start": 2237.4, "end": 2237.72, "word": " سبعة", "probability": 0.8748372395833334}, {"start": 2237.72, "end": 2238.6, "word": " كمان", "probability": 0.8977864583333334}, {"start": 2238.6, "end": 2239.24, "word": " تمام", "probability": 0.897705078125}, {"start": 2239.24, "end": 2240.06, "word": " ال", "probability": 0.984375}, {"start": 2240.06, "end": 2240.36, "word": " interval", "probability": 0.96435546875}, {"start": 2240.36, "end": 2240.76, "word": " الرابعة", "probability": 0.8513997395833334}, {"start": 2240.76, "end": 2241.32, "word": " بتطلع", "probability": 0.861328125}, {"start": 2241.32, "end": 2242.04, "word": " اربعة", "probability": 0.7963053385416666}, {"start": 2242.04, "end": 2242.22, "word": " و", "probability": 0.982421875}, {"start": 2242.22, "end": 2242.76, "word": " ستة", "probability": 0.84912109375}, {"start": 2242.76, "end": 2243.64, "word": " للصيانة", "probability": 0.9291015625}, {"start": 2243.64, "end": 2244.14, "word": " هل", "probability": 0.868896484375}, {"start": 2244.14, "end": 2244.68, "word": " كلهم", "probability": 0.97607421875}, {"start": 2244.68, "end": 2245.06, "word": " انعملوا", "probability": 0.78466796875}, {"start": 2245.06, "end": 2245.18, "word": " لهم", "probability": 0.55712890625}, {"start": 2245.18, "end": 2246.08, "word": " الصيانة؟", "probability": 0.88662109375}, {"start": 2246.08, "end": 2246.24, "word": " اه", "probability": 0.667724609375}, {"start": 2246.24, "end": 2246.5, "word": " كلهم", "probability": 0.9697265625}, {"start": 2246.5, "end": 2246.82, "word": " انعملوا", "probability": 0.9566650390625}, {"start": 2246.82, "end": 2246.9, "word": " لهم", "probability": 0.95068359375}, {"start": 2246.9, "end": 2247.44, "word": " الصيانة", "probability": 0.985595703125}, {"start": 2247.44, "end": 2247.84, "word": " لو", "probability": 0.89599609375}, {"start": 2247.84, "end": 2248.24, "word": " وجدنا", "probability": 0.98486328125}, {"start": 2248.24, "end": 2248.5, "word": " حل", "probability": 0.9814453125}, {"start": 2248.5, "end": 2248.72, "word": " ان", "probability": 0.440673828125}, {"start": 2248.72, "end": 2248.88, "word": " في", "probability": 0.81982421875}, {"start": 2248.88, "end": 2249.12, "word": " واحدة", "probability": 0.9783528645833334}, {"start": 2249.12, "end": 2249.3, "word": " منهم", "probability": 0.9921875}, {"start": 2249.3, "end": 2249.88, "word": " ماعملهاش", "probability": 0.67254638671875}, {"start": 2249.88, "end": 2250.22, "word": " صيانة", "probability": 0.96142578125}, {"start": 2250.22, "end": 2250.3, "word": " و", "probability": 0.88916015625}, {"start": 2250.3, "end": 2250.38, "word": " ان", "probability": 0.47314453125}, {"start": 2250.38, "end": 2250.46, "word": " ال", "probability": 0.916015625}, {"start": 2250.46, "end": 2250.66, "word": " units", "probability": 0.564453125}, {"start": 2250.66, "end": 2251.04, "word": " معناته", "probability": 0.9200846354166666}, {"start": 2251.04, "end": 2251.26, "word": " حل", "probability": 0.975830078125}, {"start": 2251.26, "end": 2252.06, "word": " غلط", "probability": 0.99267578125}, {"start": 2252.06, "end": 2252.48, "word": " الحل", "probability": 0.93310546875}, {"start": 2252.48, "end": 2252.78, "word": " هيكون", "probability": 0.861328125}, {"start": 2252.78, "end": 2253.22, "word": " خاطئ", "probability": 0.8445638020833334}], "temperature": 1.0}, {"id": 101, "seek": 227339, "start": 2254.35, "end": 2273.39, "text": "لأنه من الأساس احنا مثلنا لـ chromosomes أنه كل واحد من ال units لازم يكون لها interval يعمل فيها الصيانة تعمل فيها عملية الصيانة إلا لو غيرنا أخدنا مثلا برضه على المية chromosomes عددهم مية وماذا غيرنا هنا ال mutation ال mutation بدأ الواحد من الف", "tokens": [1211, 33456, 3224, 9154, 16247, 3794, 32277, 1975, 5016, 8315, 50113, 1211, 8315, 5296, 39184, 45228, 14739, 3224, 28242, 36764, 24401, 9154, 2423, 6815, 5296, 31377, 2304, 7251, 30544, 5296, 11296, 15035, 7251, 25957, 1211, 8978, 11296, 31767, 1829, 7649, 3660, 6055, 25957, 1211, 8978, 11296, 6225, 42213, 10632, 31767, 1829, 7649, 3660, 11933, 15040, 45164, 32771, 13546, 8315, 5551, 9778, 3215, 8315, 50113, 15040, 4724, 43042, 3224, 15844, 9673, 10632, 45228, 6225, 3215, 3215, 16095, 3714, 10632, 4032, 2304, 45636, 995, 32771, 13546, 8315, 34105, 2423, 27960, 2423, 27960, 47525, 10721, 2423, 14407, 24401, 9154, 27188], "avg_logprob": -0.15218431061627913, "compression_ratio": 1.8867924528301887, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2254.35, "end": 2254.93, "word": "لأنه", "probability": 0.79296875}, {"start": 2254.93, "end": 2255.37, "word": " من", "probability": 0.9130859375}, {"start": 2255.37, "end": 2255.77, "word": " الأساس", "probability": 0.9482421875}, {"start": 2255.77, "end": 2255.95, "word": " احنا", "probability": 0.88525390625}, {"start": 2255.95, "end": 2256.43, "word": " مثلنا", "probability": 0.9462890625}, {"start": 2256.43, "end": 2256.61, "word": " لـ", "probability": 0.693115234375}, {"start": 2256.61, "end": 2256.99, "word": " chromosomes", "probability": 0.4912109375}, {"start": 2256.99, "end": 2257.53, "word": " أنه", "probability": 0.4794921875}, {"start": 2257.53, "end": 2257.77, "word": " كل", "probability": 0.9580078125}, {"start": 2257.77, "end": 2258.21, "word": " واحد", "probability": 0.99658203125}, {"start": 2258.21, "end": 2258.53, "word": " من", "probability": 0.99609375}, {"start": 2258.53, "end": 2259.09, "word": " ال", "probability": 0.9931640625}, {"start": 2259.09, "end": 2259.47, "word": " units", "probability": 0.92041015625}, {"start": 2259.47, "end": 2260.09, "word": " لازم", "probability": 0.9816080729166666}, {"start": 2260.09, "end": 2260.29, "word": " يكون", "probability": 0.988037109375}, {"start": 2260.29, "end": 2260.61, "word": " لها", "probability": 0.9345703125}, {"start": 2260.61, "end": 2261.27, "word": " interval", "probability": 0.9404296875}, {"start": 2261.27, "end": 2261.57, "word": " يعمل", "probability": 0.93798828125}, {"start": 2261.57, "end": 2261.75, "word": " فيها", "probability": 0.98974609375}, {"start": 2261.75, "end": 2262.15, "word": " الصيانة", "probability": 0.9404296875}, {"start": 2262.15, "end": 2262.47, "word": " تعمل", "probability": 0.791748046875}, {"start": 2262.47, "end": 2262.79, "word": " فيها", "probability": 0.994384765625}, {"start": 2262.79, "end": 2263.35, "word": " عملية", "probability": 0.943359375}, {"start": 2263.35, "end": 2263.85, "word": " الصيانة", "probability": 0.972900390625}, {"start": 2263.85, "end": 2264.07, "word": " إلا", "probability": 0.700439453125}, {"start": 2264.07, "end": 2264.25, "word": " لو", "probability": 0.55859375}, {"start": 2264.25, "end": 2264.79, "word": " غيرنا", "probability": 0.9845377604166666}, {"start": 2264.79, "end": 2265.37, "word": " أخدنا", "probability": 0.913818359375}, {"start": 2265.37, "end": 2265.65, "word": " مثلا", "probability": 0.968017578125}, {"start": 2265.65, "end": 2265.99, "word": " برضه", "probability": 0.962890625}, {"start": 2265.99, "end": 2266.15, "word": " على", "probability": 0.9599609375}, {"start": 2266.15, "end": 2266.59, "word": " المية", "probability": 0.760498046875}, {"start": 2266.59, "end": 2267.97, "word": " chromosomes", "probability": 0.9501953125}, {"start": 2267.97, "end": 2268.63, "word": " عددهم", "probability": 0.9725341796875}, {"start": 2268.63, "end": 2268.99, "word": " مية", "probability": 0.787841796875}, {"start": 2268.99, "end": 2270.75, "word": " وماذا", "probability": 0.66650390625}, {"start": 2270.75, "end": 2271.17, "word": " غيرنا", "probability": 0.9049479166666666}, {"start": 2271.17, "end": 2271.31, "word": " هنا", "probability": 0.8935546875}, {"start": 2271.31, "end": 2271.39, "word": " ال", "probability": 0.6845703125}, {"start": 2271.39, "end": 2271.81, "word": " mutation", "probability": 0.97900390625}, {"start": 2271.81, "end": 2272.13, "word": " ال", "probability": 0.463134765625}, {"start": 2272.13, "end": 2272.43, "word": " mutation", "probability": 0.990234375}, {"start": 2272.43, "end": 2272.73, "word": " بدأ", "probability": 0.933837890625}, {"start": 2272.73, "end": 2273.01, "word": " الواحد", "probability": 0.8351236979166666}, {"start": 2273.01, "end": 2273.15, "word": " من", "probability": 0.98828125}, {"start": 2273.15, "end": 2273.39, "word": " الف", "probability": 0.7919921875}], "temperature": 1.0}, {"id": 102, "seek": 229969, "start": 2273.99, "end": 2299.69, "text": "راحت لواحد من مية طبعا اكيد من محاضرتنا السابقة اكيد هتتوقع ايش شوية isolation .. oscillation زيادة بيصير ذبذبكتية زيادة شوية ليش؟ لأنه بيصير في mutation كتيرة ال mutation بتبين كاحتمالية هنا هل حد غيرت النقاش في الحل؟ لأ برضه خمسة و عشرين برضه خمسة و عشرين", "tokens": [23557, 33753, 5296, 14407, 24401, 9154, 3714, 10632, 23032, 3555, 3615, 995, 1975, 4117, 25708, 9154, 3714, 5016, 46958, 43500, 8315, 21136, 16758, 28671, 1975, 4117, 25708, 8032, 2655, 2655, 30543, 3615, 1975, 1829, 8592, 13412, 2407, 10632, 16001, 4386, 18225, 399, 30767, 1829, 18513, 3660, 4724, 1829, 9381, 13546, 29910, 3555, 8848, 3555, 4117, 2655, 10632, 30767, 1829, 18513, 3660, 13412, 2407, 10632, 32239, 8592, 22807, 5296, 33456, 3224, 4724, 1829, 9381, 13546, 8978, 27960, 9122, 2655, 48923, 2423, 27960, 39894, 3555, 9957, 9122, 995, 33753, 2304, 6027, 10632, 34105, 8032, 1211, 11331, 3215, 32771, 13546, 2655, 28239, 4587, 33599, 8978, 21542, 1211, 22807, 5296, 10721, 4724, 43042, 3224, 16490, 2304, 3794, 3660, 4032, 6225, 46309, 9957, 4724, 43042, 3224, 16490, 2304, 3794, 3660, 4032, 6225, 46309, 9957], "avg_logprob": -0.17451922526726357, "compression_ratio": 1.8454935622317596, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2273.99, "end": 2274.35, "word": "راحت", "probability": 0.7091064453125}, {"start": 2274.35, "end": 2274.75, "word": " لواحد", "probability": 0.703857421875}, {"start": 2274.75, "end": 2274.97, "word": " من", "probability": 0.9912109375}, {"start": 2274.97, "end": 2275.35, "word": " مية", "probability": 0.7333984375}, {"start": 2275.35, "end": 2276.23, "word": " طبعا", "probability": 0.9134521484375}, {"start": 2276.23, "end": 2276.71, "word": " اكيد", "probability": 0.8282877604166666}, {"start": 2276.71, "end": 2277.05, "word": " من", "probability": 0.88671875}, {"start": 2277.05, "end": 2277.51, "word": " محاضرتنا", "probability": 0.91298828125}, {"start": 2277.51, "end": 2278.01, "word": " السابقة", "probability": 0.9895833333333334}, {"start": 2278.01, "end": 2278.69, "word": " اكيد", "probability": 0.94580078125}, {"start": 2278.69, "end": 2279.35, "word": " هتتوقع", "probability": 0.969140625}, {"start": 2279.35, "end": 2279.67, "word": " ايش", "probability": 0.7877604166666666}, {"start": 2279.67, "end": 2280.27, "word": " شوية", "probability": 0.7364095052083334}, {"start": 2280.27, "end": 2280.73, "word": " isolation", "probability": 0.60498046875}, {"start": 2280.73, "end": 2280.95, "word": " ..", "probability": 0.2349853515625}, {"start": 2280.95, "end": 2283.45, "word": " oscillation", "probability": 0.695556640625}, {"start": 2283.45, "end": 2284.81, "word": " زيادة", "probability": 0.8978271484375}, {"start": 2284.81, "end": 2285.35, "word": " بيصير", "probability": 0.81500244140625}, {"start": 2285.35, "end": 2286.35, "word": " ذبذبكتية", "probability": 0.7394321986607143}, {"start": 2286.35, "end": 2286.79, "word": " زيادة", "probability": 0.969970703125}, {"start": 2286.79, "end": 2287.09, "word": " شوية", "probability": 0.8914388020833334}, {"start": 2287.09, "end": 2287.37, "word": " ليش؟", "probability": 0.72021484375}, {"start": 2287.37, "end": 2287.59, "word": " لأنه", "probability": 0.69970703125}, {"start": 2287.59, "end": 2287.89, "word": " بيصير", "probability": 0.9798583984375}, {"start": 2287.89, "end": 2288.01, "word": " في", "probability": 0.88037109375}, {"start": 2288.01, "end": 2288.59, "word": " mutation", "probability": 0.94921875}, {"start": 2288.59, "end": 2289.49, "word": " كتيرة", "probability": 0.94091796875}, {"start": 2289.49, "end": 2290.03, "word": " ال", "probability": 0.41357421875}, {"start": 2290.03, "end": 2290.35, "word": " mutation", "probability": 0.9697265625}, {"start": 2290.35, "end": 2291.25, "word": " بتبين", "probability": 0.9666341145833334}, {"start": 2291.25, "end": 2292.35, "word": " كاحتمالية", "probability": 0.875732421875}, {"start": 2292.35, "end": 2293.27, "word": " هنا", "probability": 0.82470703125}, {"start": 2293.27, "end": 2293.45, "word": " هل", "probability": 0.962158203125}, {"start": 2293.45, "end": 2293.69, "word": " حد", "probability": 0.846435546875}, {"start": 2293.69, "end": 2294.39, "word": " غيرت", "probability": 0.9601236979166666}, {"start": 2294.39, "end": 2294.69, "word": " النقاش", "probability": 0.7410481770833334}, {"start": 2294.69, "end": 2294.81, "word": " في", "probability": 0.9130859375}, {"start": 2294.81, "end": 2295.21, "word": " الحل؟", "probability": 0.8590494791666666}, {"start": 2295.21, "end": 2295.41, "word": " لأ", "probability": 0.96484375}, {"start": 2295.41, "end": 2295.73, "word": " برضه", "probability": 0.9342447916666666}, {"start": 2295.73, "end": 2296.03, "word": " خمسة", "probability": 0.9173583984375}, {"start": 2296.03, "end": 2296.09, "word": " و", "probability": 0.9794921875}, {"start": 2296.09, "end": 2296.69, "word": " عشرين", "probability": 0.84814453125}, {"start": 2296.69, "end": 2297.71, "word": " برضه", "probability": 0.93994140625}, {"start": 2297.71, "end": 2299.03, "word": " خمسة", "probability": 0.98779296875}, {"start": 2299.03, "end": 2299.15, "word": " و", "probability": 0.98828125}, {"start": 2299.15, "end": 2299.69, "word": " عشرين", "probability": 0.9270833333333334}], "temperature": 1.0}, {"id": 103, "seek": 231158, "start": 2300.82, "end": 2311.58, "text": "إذا بدأ أتكلم عن حد أدنى طبعا ممكن إذا كنت تتكلم عن متوسط هذا بصير الحل أفضل لإن هناك الحل كان خمسة عشرين خمسة عشرين خمسة عشرين تلاتين ولا خمسة و تلاتين كان", "tokens": [28814, 15730, 47525, 10721, 5551, 2655, 4117, 19528, 18871, 11331, 3215, 5551, 3215, 1863, 7578, 23032, 3555, 3615, 995, 3714, 43020, 11933, 15730, 9122, 29399, 6055, 2655, 4117, 19528, 18871, 44650, 41779, 9566, 23758, 4724, 9381, 13546, 21542, 1211, 5551, 5172, 11242, 1211, 5296, 28814, 1863, 34105, 4117, 21542, 1211, 25961, 16490, 2304, 3794, 3660, 6225, 46309, 9957, 16490, 2304, 3794, 3660, 6225, 46309, 9957, 16490, 2304, 3794, 3660, 6225, 46309, 9957, 6055, 1211, 9307, 9957, 49429, 16490, 2304, 3794, 3660, 4032, 6055, 1211, 9307, 9957, 25961], "avg_logprob": -0.1621093794026158, "compression_ratio": 2.0, "no_speech_prob": 1.7821788787841797e-05, "words": [{"start": 2300.82, "end": 2301.34, "word": "إذا", "probability": 0.630859375}, {"start": 2301.34, "end": 2301.54, "word": " بدأ", "probability": 0.530517578125}, {"start": 2301.54, "end": 2301.84, "word": " أتكلم", "probability": 0.8787841796875}, {"start": 2301.84, "end": 2302.02, "word": " عن", "probability": 0.98876953125}, {"start": 2302.02, "end": 2302.3, "word": " حد", "probability": 0.991943359375}, {"start": 2302.3, "end": 2302.7, "word": " أدنى", "probability": 0.9500732421875}, {"start": 2302.7, "end": 2303.12, "word": " طبعا", "probability": 0.85919189453125}, {"start": 2303.12, "end": 2303.42, "word": " ممكن", "probability": 0.9697265625}, {"start": 2303.42, "end": 2303.72, "word": " إذا", "probability": 0.94873046875}, {"start": 2303.72, "end": 2303.96, "word": " كنت", "probability": 0.94140625}, {"start": 2303.96, "end": 2304.22, "word": " تتكلم", "probability": 0.886962890625}, {"start": 2304.22, "end": 2304.36, "word": " عن", "probability": 0.966796875}, {"start": 2304.36, "end": 2305.04, "word": " متوسط", "probability": 0.9567057291666666}, {"start": 2305.04, "end": 2305.26, "word": " هذا", "probability": 0.63427734375}, {"start": 2305.26, "end": 2305.52, "word": " بصير", "probability": 0.6442057291666666}, {"start": 2305.52, "end": 2305.78, "word": " الحل", "probability": 0.9462890625}, {"start": 2305.78, "end": 2306.16, "word": " أفضل", "probability": 0.9337158203125}, {"start": 2306.16, "end": 2306.38, "word": " لإن", "probability": 0.7642415364583334}, {"start": 2306.38, "end": 2306.8, "word": " هناك", "probability": 0.962890625}, {"start": 2306.8, "end": 2307.4, "word": " الحل", "probability": 0.908203125}, {"start": 2307.4, "end": 2307.54, "word": " كان", "probability": 0.97412109375}, {"start": 2307.54, "end": 2307.78, "word": " خمسة", "probability": 0.7943115234375}, {"start": 2307.78, "end": 2308.04, "word": " عشرين", "probability": 0.7827962239583334}, {"start": 2308.04, "end": 2308.28, "word": " خمسة", "probability": 0.87548828125}, {"start": 2308.28, "end": 2308.46, "word": " عشرين", "probability": 0.9817708333333334}, {"start": 2308.46, "end": 2308.7, "word": " خمسة", "probability": 0.9669189453125}, {"start": 2308.7, "end": 2309.2, "word": " عشرين", "probability": 0.98486328125}, {"start": 2309.2, "end": 2310.06, "word": " تلاتين", "probability": 0.9432373046875}, {"start": 2310.06, "end": 2310.66, "word": " ولا", "probability": 0.468017578125}, {"start": 2310.66, "end": 2310.94, "word": " خمسة", "probability": 0.97216796875}, {"start": 2310.94, "end": 2311.0, "word": " و", "probability": 0.67822265625}, {"start": 2311.0, "end": 2311.34, "word": " تلاتين", "probability": 0.9703369140625}, {"start": 2311.34, "end": 2311.58, "word": " كان", "probability": 0.9404296875}], "temperature": 1.0}, {"id": 104, "seek": 234111, "start": 2312.77, "end": 2341.11, "text": "خمسة و تلاتين، مع أنه مافرجتش كتير مافرجتش كتير باستثناء أنه كانت خمسة و تلاتين في interval واحدة فانا استفدت interval واحدة أكتر من الخمسة و عشرين هنا بستفيد two intervals أكتر من الخمسة و عشرين لأنه في ال interval التالتة و الرابعة تلاتين تلاتين و هنا خمسة و عشرين خمسة و عشرين في جميع الأحوال هنجد أن الحل لأن أنا بشتغل على الأقل حجب ممكن ضلت خمسة و عشرين كحل فهذا ممكن يكون حل بديل كحل بديل تمام", "tokens": [9778, 2304, 3794, 3660, 4032, 6055, 1211, 9307, 9957, 12399, 20449, 14739, 3224, 19446, 5172, 47341, 2655, 8592, 9122, 2655, 13546, 19446, 5172, 47341, 2655, 8592, 9122, 2655, 13546, 4724, 995, 14851, 12984, 1863, 16606, 14739, 3224, 25961, 2655, 16490, 2304, 3794, 3660, 4032, 6055, 1211, 9307, 9957, 8978, 15035, 36764, 24401, 3660, 6156, 7649, 995, 44713, 5172, 3215, 2655, 15035, 36764, 24401, 3660, 5551, 4117, 2655, 2288, 9154, 33962, 2304, 3794, 3660, 4032, 6225, 46309, 9957, 34105, 4724, 14851, 5172, 25708, 732, 26651, 5551, 4117, 2655, 2288, 9154, 33962, 2304, 3794, 3660, 4032, 6225, 46309, 9957, 5296, 33456, 3224, 8978, 2423, 15035, 16712, 6027, 2655, 3660, 4032, 34892, 16758, 27884, 6055, 1211, 9307, 9957, 6055, 1211, 9307, 9957, 4032, 34105, 16490, 2304, 3794, 3660, 4032, 6225, 46309, 9957, 16490, 2304, 3794, 3660, 4032, 6225, 46309, 9957, 8978, 10874, 2304, 40228, 16247, 5016, 2407, 6027, 8032, 1863, 7435, 3215, 14739, 21542, 1211, 5296, 33456, 41850, 4724, 8592, 2655, 17082, 1211, 15844, 16247, 4587, 1211, 11331, 7435, 3555, 3714, 43020, 48812, 1211, 2655, 16490, 2304, 3794, 3660, 4032, 6225, 46309, 9957, 9122, 5016, 1211, 6156, 3224, 15730, 3714, 43020, 7251, 30544, 11331, 1211, 47525, 26895, 9122, 5016, 1211, 47525, 26895, 46811, 10943], "avg_logprob": -0.12267945562996486, "compression_ratio": 2.442857142857143, "no_speech_prob": 1.3113021850585938e-06, "words": [{"start": 2312.77, "end": 2313.17, "word": "خمسة", "probability": 0.775665283203125}, {"start": 2313.17, "end": 2313.23, "word": " و", "probability": 0.59814453125}, {"start": 2313.23, "end": 2313.67, "word": " تلاتين،", "probability": 0.7931640625}, {"start": 2313.67, "end": 2313.75, "word": " مع", "probability": 0.94580078125}, {"start": 2313.75, "end": 2313.95, "word": " أنه", "probability": 0.6005859375}, {"start": 2313.95, "end": 2314.37, "word": " مافرجتش", "probability": 0.79228515625}, {"start": 2314.37, "end": 2314.67, "word": " كتير", "probability": 0.9778645833333334}, {"start": 2314.67, "end": 2315.65, "word": " مافرجتش", "probability": 0.870458984375}, {"start": 2315.65, "end": 2315.91, "word": " كتير", "probability": 0.9910481770833334}, {"start": 2315.91, "end": 2316.61, "word": " باستثناء", "probability": 0.9060872395833334}, {"start": 2316.61, "end": 2316.77, "word": " أنه", "probability": 0.6571044921875}, {"start": 2316.77, "end": 2317.01, "word": " كانت", "probability": 0.957763671875}, {"start": 2317.01, "end": 2317.21, "word": " خمسة", "probability": 0.9384765625}, {"start": 2317.21, "end": 2317.29, "word": " و", "probability": 0.978515625}, {"start": 2317.29, "end": 2317.53, "word": " تلاتين", "probability": 0.949462890625}, {"start": 2317.53, "end": 2317.63, "word": " في", "probability": 0.87548828125}, {"start": 2317.63, "end": 2317.99, "word": " interval", "probability": 0.82763671875}, {"start": 2317.99, "end": 2318.45, "word": " واحدة", "probability": 0.9777018229166666}, {"start": 2318.45, "end": 2318.95, "word": " فانا", "probability": 0.87890625}, {"start": 2318.95, "end": 2319.33, "word": " استفدت", "probability": 0.9178466796875}, {"start": 2319.33, "end": 2319.67, "word": " interval", "probability": 0.9267578125}, {"start": 2319.67, "end": 2319.97, "word": " واحدة", "probability": 0.9947916666666666}, {"start": 2319.97, "end": 2320.21, "word": " أكتر", "probability": 0.92919921875}, {"start": 2320.21, "end": 2320.33, "word": " من", "probability": 0.99462890625}, {"start": 2320.33, "end": 2320.61, "word": " الخمسة", "probability": 0.9130859375}, {"start": 2320.61, "end": 2320.65, "word": " و", "probability": 0.98876953125}, {"start": 2320.65, "end": 2320.83, "word": " عشرين", "probability": 0.94580078125}, {"start": 2320.83, "end": 2320.99, "word": " هنا", "probability": 0.5576171875}, {"start": 2320.99, "end": 2321.45, "word": " بستفيد", "probability": 0.8870849609375}, {"start": 2321.45, "end": 2321.69, "word": " two", "probability": 0.8125}, {"start": 2321.69, "end": 2322.27, "word": " intervals", "probability": 0.92431640625}, {"start": 2322.27, "end": 2323.09, "word": " أكتر", "probability": 0.97900390625}, {"start": 2323.09, "end": 2323.21, "word": " من", "probability": 0.99609375}, {"start": 2323.21, "end": 2323.51, "word": " الخمسة", "probability": 0.9739990234375}, {"start": 2323.51, "end": 2323.55, "word": " و", "probability": 0.9970703125}, {"start": 2323.55, "end": 2323.73, "word": " عشرين", "probability": 0.9627278645833334}, {"start": 2323.73, "end": 2323.95, "word": " لأنه", "probability": 0.7666015625}, {"start": 2323.95, "end": 2324.01, "word": " في", "probability": 0.8837890625}, {"start": 2324.01, "end": 2324.09, "word": " ال", "probability": 0.96923828125}, {"start": 2324.09, "end": 2324.37, "word": " interval", "probability": 0.8798828125}, {"start": 2324.37, "end": 2325.03, "word": " التالتة", "probability": 0.9200439453125}, {"start": 2325.03, "end": 2325.17, "word": " و", "probability": 0.65625}, {"start": 2325.17, "end": 2325.55, "word": " الرابعة", "probability": 0.8751627604166666}, {"start": 2325.55, "end": 2325.91, "word": " تلاتين", "probability": 0.9395751953125}, {"start": 2325.91, "end": 2326.35, "word": " تلاتين", "probability": 0.9466552734375}, {"start": 2326.35, "end": 2326.71, "word": " و", "probability": 0.41455078125}, {"start": 2326.71, "end": 2326.83, "word": " هنا", "probability": 0.94677734375}, {"start": 2326.83, "end": 2327.09, "word": " خمسة", "probability": 0.992431640625}, {"start": 2327.09, "end": 2327.11, "word": " و", "probability": 0.99560546875}, {"start": 2327.11, "end": 2327.29, "word": " عشرين", "probability": 0.95361328125}, {"start": 2327.29, "end": 2327.53, "word": " خمسة", "probability": 0.892822265625}, {"start": 2327.53, "end": 2327.57, "word": " و", "probability": 0.998046875}, {"start": 2327.57, "end": 2327.91, "word": " عشرين", "probability": 0.96875}, {"start": 2327.91, "end": 2328.43, "word": " في", "probability": 0.83203125}, {"start": 2328.43, "end": 2328.67, "word": " جميع", "probability": 0.9853515625}, {"start": 2328.67, "end": 2329.15, "word": " الأحوال", "probability": 0.9927978515625}, {"start": 2329.15, "end": 2330.11, "word": " هنجد", "probability": 0.8751220703125}, {"start": 2330.11, "end": 2330.27, "word": " أن", "probability": 0.75341796875}, {"start": 2330.27, "end": 2330.73, "word": " الحل", "probability": 0.814208984375}, {"start": 2330.73, "end": 2330.89, "word": " لأن", "probability": 0.606201171875}, {"start": 2330.89, "end": 2331.01, "word": " أنا", "probability": 0.79833984375}, {"start": 2331.01, "end": 2331.37, "word": " بشتغل", "probability": 0.983984375}, {"start": 2331.37, "end": 2331.59, "word": " على", "probability": 0.9638671875}, {"start": 2331.59, "end": 2333.31, "word": " الأقل", "probability": 0.9713541666666666}, {"start": 2333.31, "end": 2334.47, "word": " حجب", "probability": 0.9104817708333334}, {"start": 2334.47, "end": 2334.85, "word": " ممكن", "probability": 0.98974609375}, {"start": 2334.85, "end": 2335.27, "word": " ضلت", "probability": 0.7434895833333334}, {"start": 2335.27, "end": 2335.57, "word": " خمسة", "probability": 0.9857177734375}, {"start": 2335.57, "end": 2335.63, "word": " و", "probability": 0.99853515625}, {"start": 2335.63, "end": 2336.03, "word": " عشرين", "probability": 0.9866536458333334}, {"start": 2336.03, "end": 2336.51, "word": " كحل", "probability": 0.9601236979166666}, {"start": 2336.51, "end": 2337.03, "word": " فهذا", "probability": 0.9127604166666666}, {"start": 2337.03, "end": 2337.27, "word": " ممكن", "probability": 0.931640625}, {"start": 2337.27, "end": 2337.55, "word": " يكون", "probability": 0.992919921875}, {"start": 2337.55, "end": 2337.91, "word": " حل", "probability": 0.99072265625}, {"start": 2337.91, "end": 2338.63, "word": " بديل", "probability": 0.73828125}, {"start": 2338.63, "end": 2339.29, "word": " كحل", "probability": 0.8787434895833334}, {"start": 2339.29, "end": 2340.61, "word": " بديل", "probability": 0.958740234375}, {"start": 2340.61, "end": 2341.11, "word": " تمام", "probability": 0.96337890625}], "temperature": 1.0}, {"id": 105, "seek": 236458, "start": 2342.2, "end": 2364.58, "text": "أكويس فهذه هي هيك ال .. ك model لتطبيق ال scheduling طبعا ممكن إذا عدلناها كمان مرة نجرب مرتين تلاتة خمسة عشرة في كذا generation أتوقع عدد ال generations احنا ماغيرناش فيهم مش هيك اه ال generations دلت دائما مية هنا كانت خمسين غيرناها هنا مية", "tokens": [10721, 4117, 45865, 3794, 6156, 3224, 24192, 39896, 39896, 4117, 2423, 4386, 9122, 2316, 5296, 2655, 9566, 21292, 4587, 2423, 29055, 23032, 3555, 3615, 995, 3714, 43020, 11933, 15730, 6225, 3215, 1211, 8315, 11296, 9122, 2304, 7649, 3714, 25720, 8717, 7435, 25513, 3714, 43500, 9957, 6055, 1211, 9307, 3660, 16490, 2304, 3794, 3660, 6225, 8592, 25720, 8978, 9122, 15730, 5125, 5551, 2655, 30543, 3615, 6225, 3215, 3215, 2423, 10593, 1975, 5016, 8315, 19446, 17082, 13546, 1863, 33599, 8978, 16095, 37893, 39896, 4117, 1975, 3224, 2423, 10593, 11778, 1211, 2655, 11778, 16373, 15042, 3714, 10632, 34105, 25961, 2655, 16490, 2304, 3794, 9957, 32771, 13546, 8315, 11296, 34105, 3714, 10632], "avg_logprob": -0.16384747214273576, "compression_ratio": 1.6738197424892705, "no_speech_prob": 0.0, "words": [{"start": 2342.2, "end": 2342.76, "word": "أكويس", "probability": 0.58709716796875}, {"start": 2342.76, "end": 2343.56, "word": " فهذه", "probability": 0.8108723958333334}, {"start": 2343.56, "end": 2343.72, "word": " هي", "probability": 0.951171875}, {"start": 2343.72, "end": 2344.36, "word": " هيك", "probability": 0.71337890625}, {"start": 2344.36, "end": 2344.76, "word": " ال", "probability": 0.5888671875}, {"start": 2344.76, "end": 2345.22, "word": " ..", "probability": 0.61572265625}, {"start": 2345.22, "end": 2345.58, "word": " ك", "probability": 0.94970703125}, {"start": 2345.58, "end": 2345.9, "word": " model", "probability": 0.31298828125}, {"start": 2345.9, "end": 2346.94, "word": " لتطبيق", "probability": 0.96259765625}, {"start": 2346.94, "end": 2347.22, "word": " ال", "probability": 0.305419921875}, {"start": 2347.22, "end": 2347.78, "word": " scheduling", "probability": 0.9541015625}, {"start": 2347.78, "end": 2349.2, "word": " طبعا", "probability": 0.982177734375}, {"start": 2349.2, "end": 2350.92, "word": " ممكن", "probability": 0.97607421875}, {"start": 2350.92, "end": 2351.32, "word": " إذا", "probability": 0.87548828125}, {"start": 2351.32, "end": 2351.84, "word": " عدلناها", "probability": 0.97412109375}, {"start": 2351.84, "end": 2352.1, "word": " كمان", "probability": 0.9822591145833334}, {"start": 2352.1, "end": 2352.4, "word": " مرة", "probability": 0.986572265625}, {"start": 2352.4, "end": 2352.92, "word": " نجرب", "probability": 0.8406575520833334}, {"start": 2352.92, "end": 2353.26, "word": " مرتين", "probability": 0.98388671875}, {"start": 2353.26, "end": 2353.58, "word": " تلاتة", "probability": 0.90380859375}, {"start": 2353.58, "end": 2353.9, "word": " خمسة", "probability": 0.8701171875}, {"start": 2353.9, "end": 2354.22, "word": " عشرة", "probability": 0.9104817708333334}, {"start": 2354.22, "end": 2354.9, "word": " في", "probability": 0.85302734375}, {"start": 2354.9, "end": 2355.16, "word": " كذا", "probability": 0.973876953125}, {"start": 2355.16, "end": 2355.76, "word": " generation", "probability": 0.9326171875}, {"start": 2355.76, "end": 2356.64, "word": " أتوقع", "probability": 0.911376953125}, {"start": 2356.64, "end": 2356.88, "word": " عدد", "probability": 0.98876953125}, {"start": 2356.88, "end": 2357.0, "word": " ال", "probability": 0.958984375}, {"start": 2357.0, "end": 2357.36, "word": " generations", "probability": 0.84912109375}, {"start": 2357.36, "end": 2357.6, "word": " احنا", "probability": 0.8411458333333334}, {"start": 2357.6, "end": 2358.12, "word": " ماغيرناش", "probability": 0.889453125}, {"start": 2358.12, "end": 2358.38, "word": " فيهم", "probability": 0.9833984375}, {"start": 2358.38, "end": 2358.54, "word": " مش", "probability": 0.7822265625}, {"start": 2358.54, "end": 2358.88, "word": " هيك", "probability": 0.988525390625}, {"start": 2358.88, "end": 2360.38, "word": " اه", "probability": 0.642578125}, {"start": 2360.38, "end": 2360.58, "word": " ال", "probability": 0.9716796875}, {"start": 2360.58, "end": 2360.98, "word": " generations", "probability": 0.82568359375}, {"start": 2360.98, "end": 2361.36, "word": " دلت", "probability": 0.6875}, {"start": 2361.36, "end": 2361.66, "word": " دائما", "probability": 0.8662109375}, {"start": 2361.66, "end": 2361.98, "word": " مية", "probability": 0.744384765625}, {"start": 2361.98, "end": 2362.38, "word": " هنا", "probability": 0.91650390625}, {"start": 2362.38, "end": 2362.64, "word": " كانت", "probability": 0.98681640625}, {"start": 2362.64, "end": 2363.14, "word": " خمسين", "probability": 0.991943359375}, {"start": 2363.14, "end": 2364.02, "word": " غيرناها", "probability": 0.9293212890625}, {"start": 2364.02, "end": 2364.24, "word": " هنا", "probability": 0.859375}, {"start": 2364.24, "end": 2364.58, "word": " مية", "probability": 0.976806640625}], "temperature": 1.0}, {"id": 106, "seek": 239438, "start": 2365.6, "end": 2394.38, "text": "فبرضه ماعدلتش عندى برضه ضلت عشرين هنا لأ فإذا ال 25 هي أفضل حل ممكن وكان في حل لينقله لل 25 مع تغييرنا لمجموعة ال parameters فالواضح جدا ان ال genetic algorithm باعتبار ال stochastic model هي حساسة جدا لعملية ال randomization حساسة حساسة جدا لل initialization للقيم المبدئية اللى بناخدها ال parameters كانت كيف بحددها فمهم جدا", "tokens": [5172, 26890, 11242, 3224, 19446, 22488, 1211, 2655, 8592, 43242, 7578, 4724, 43042, 3224, 48812, 1211, 2655, 6225, 46309, 9957, 34105, 5296, 10721, 6156, 28814, 15730, 2423, 3552, 39896, 5551, 5172, 11242, 1211, 11331, 1211, 3714, 43020, 4032, 41361, 8978, 11331, 1211, 5296, 9957, 4587, 1211, 3224, 24976, 3552, 20449, 6055, 17082, 1829, 13546, 8315, 32767, 7435, 2304, 2407, 27884, 2423, 9834, 6156, 6027, 2407, 46958, 5016, 10874, 28259, 16472, 2423, 12462, 9284, 4724, 995, 34268, 3555, 9640, 2423, 342, 8997, 2750, 2316, 39896, 11331, 3794, 32277, 3660, 10874, 28259, 5296, 25957, 1211, 10632, 2423, 4974, 2144, 11331, 3794, 32277, 3660, 11331, 3794, 32277, 3660, 10874, 28259, 24976, 5883, 2144, 5296, 1211, 4587, 32640, 9673, 44510, 19986, 10632, 13672, 7578, 44945, 47283, 3215, 11296, 2423, 9834, 25961, 2655, 9122, 33911, 4724, 24401, 3215, 11296, 6156, 2304, 16095, 10874, 28259], "avg_logprob": -0.17388393368039812, "compression_ratio": 1.7331081081081081, "no_speech_prob": 0.0, "words": [{"start": 2365.6, "end": 2366.48, "word": "فبرضه", "probability": 0.846923828125}, {"start": 2366.48, "end": 2367.34, "word": " ماعدلتش", "probability": 0.8556640625}, {"start": 2367.34, "end": 2367.72, "word": " عندى", "probability": 0.82080078125}, {"start": 2367.72, "end": 2368.06, "word": " برضه", "probability": 0.8203125}, {"start": 2368.06, "end": 2368.36, "word": " ضلت", "probability": 0.74609375}, {"start": 2368.36, "end": 2368.74, "word": " عشرين", "probability": 0.9117838541666666}, {"start": 2368.74, "end": 2368.98, "word": " هنا", "probability": 0.96240234375}, {"start": 2368.98, "end": 2369.62, "word": " لأ", "probability": 0.9228515625}, {"start": 2369.62, "end": 2370.0, "word": " فإذا", "probability": 0.78759765625}, {"start": 2370.0, "end": 2370.12, "word": " ال", "probability": 0.43408203125}, {"start": 2370.12, "end": 2370.56, "word": " 25", "probability": 0.497314453125}, {"start": 2370.56, "end": 2370.88, "word": " هي", "probability": 0.873046875}, {"start": 2370.88, "end": 2371.4, "word": " أفضل", "probability": 0.9598388671875}, {"start": 2371.4, "end": 2371.94, "word": " حل", "probability": 0.95556640625}, {"start": 2371.94, "end": 2372.34, "word": " ممكن", "probability": 0.983154296875}, {"start": 2372.34, "end": 2372.6, "word": " وكان", "probability": 0.759765625}, {"start": 2372.6, "end": 2372.84, "word": " في", "probability": 0.884765625}, {"start": 2372.84, "end": 2373.7, "word": " حل", "probability": 0.87255859375}, {"start": 2373.7, "end": 2374.58, "word": " لينقله", "probability": 0.57578125}, {"start": 2374.58, "end": 2374.92, "word": " لل", "probability": 0.421142578125}, {"start": 2374.92, "end": 2375.38, "word": " 25", "probability": 0.65966796875}, {"start": 2375.38, "end": 2376.22, "word": " مع", "probability": 0.9765625}, {"start": 2376.22, "end": 2376.84, "word": " تغييرنا", "probability": 0.9439453125}, {"start": 2376.84, "end": 2377.34, "word": " لمجموعة", "probability": 0.89755859375}, {"start": 2377.34, "end": 2377.5, "word": " ال", "probability": 0.970703125}, {"start": 2377.5, "end": 2377.88, "word": " parameters", "probability": 0.92822265625}, {"start": 2377.88, "end": 2379.26, "word": " فالواضح", "probability": 0.9533203125}, {"start": 2379.26, "end": 2379.7, "word": " جدا", "probability": 0.9931640625}, {"start": 2379.7, "end": 2379.96, "word": " ان", "probability": 0.56005859375}, {"start": 2379.96, "end": 2380.06, "word": " ال", "probability": 0.9619140625}, {"start": 2380.06, "end": 2380.34, "word": " genetic", "probability": 0.85400390625}, {"start": 2380.34, "end": 2380.82, "word": " algorithm", "probability": 0.93798828125}, {"start": 2380.82, "end": 2381.26, "word": " باعتبار", "probability": 0.972265625}, {"start": 2381.26, "end": 2381.34, "word": " ال", "probability": 0.1861572265625}, {"start": 2381.34, "end": 2381.88, "word": " stochastic", "probability": 0.783203125}, {"start": 2381.88, "end": 2382.22, "word": " model", "probability": 0.93798828125}, {"start": 2382.22, "end": 2382.7, "word": " هي", "probability": 0.72998046875}, {"start": 2382.7, "end": 2383.24, "word": " حساسة", "probability": 0.882080078125}, {"start": 2383.24, "end": 2383.58, "word": " جدا", "probability": 0.984375}, {"start": 2383.58, "end": 2384.4, "word": " لعملية", "probability": 0.969970703125}, {"start": 2384.4, "end": 2384.52, "word": " ال", "probability": 0.9736328125}, {"start": 2384.52, "end": 2385.26, "word": " randomization", "probability": 0.878173828125}, {"start": 2385.26, "end": 2385.98, "word": " حساسة", "probability": 0.950927734375}, {"start": 2385.98, "end": 2386.68, "word": " حساسة", "probability": 0.890869140625}, {"start": 2386.68, "end": 2387.08, "word": " جدا", "probability": 0.9921875}, {"start": 2387.08, "end": 2387.62, "word": " لل", "probability": 0.54833984375}, {"start": 2387.62, "end": 2388.52, "word": " initialization", "probability": 0.966796875}, {"start": 2388.52, "end": 2389.88, "word": " للقيم", "probability": 0.7425537109375}, {"start": 2389.88, "end": 2390.42, "word": " المبدئية", "probability": 0.919189453125}, {"start": 2390.42, "end": 2390.54, "word": " اللى", "probability": 0.87451171875}, {"start": 2390.54, "end": 2391.06, "word": " بناخدها", "probability": 0.83587646484375}, {"start": 2391.06, "end": 2391.44, "word": " ال", "probability": 0.96435546875}, {"start": 2391.44, "end": 2391.88, "word": " parameters", "probability": 0.970703125}, {"start": 2391.88, "end": 2392.18, "word": " كانت", "probability": 0.767578125}, {"start": 2392.18, "end": 2392.28, "word": " كيف", "probability": 0.97412109375}, {"start": 2392.28, "end": 2392.88, "word": " بحددها", "probability": 0.9759521484375}, {"start": 2392.88, "end": 2393.84, "word": " فمهم", "probability": 0.9736328125}, {"start": 2393.84, "end": 2394.38, "word": " جدا", "probability": 0.99853515625}], "temperature": 1.0}, {"id": 107, "seek": 241390, "start": 2395.3, "end": 2413.9, "text": "إنه اتطولوا بالكوا عليها اللي بده يشتغل على genetic algorithm بده يطول .. نتائجها مبهرة، كويسة، ممتازة، كويس، ودائما بتطلعك من جزئية ال localization كعلم رياضيات دائما بتطلعك من جزئية ال localization إنك أنت تكون في local optimal", "tokens": [28814, 1863, 3224, 1975, 2655, 9566, 12610, 14407, 20666, 4117, 14407, 25894, 11296, 13672, 1829, 47525, 3224, 7251, 8592, 2655, 17082, 1211, 15844, 12462, 9284, 47525, 3224, 7251, 9566, 12610, 4386, 8717, 2655, 16373, 7435, 11296, 3714, 3555, 3224, 25720, 12399, 9122, 45865, 3794, 3660, 12399, 3714, 2304, 2655, 31377, 3660, 12399, 9122, 45865, 3794, 12399, 4032, 3215, 16373, 15042, 39894, 9566, 1211, 3615, 4117, 9154, 10874, 11622, 19986, 10632, 2423, 2654, 2144, 9122, 3615, 19528, 12602, 1829, 46958, 1829, 9307, 11778, 16373, 15042, 39894, 9566, 1211, 3615, 4117, 9154, 10874, 11622, 19986, 10632, 2423, 2654, 2144, 36145, 4117, 14739, 2655, 6055, 30544, 8978, 2654, 16252], "avg_logprob": -0.1752336493162351, "compression_ratio": 1.7902439024390244, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2395.3, "end": 2395.68, "word": "إنه", "probability": 0.5160725911458334}, {"start": 2395.68, "end": 2396.12, "word": " اتطولوا", "probability": 0.8193359375}, {"start": 2396.12, "end": 2396.56, "word": " بالكوا", "probability": 0.8883463541666666}, {"start": 2396.56, "end": 2396.86, "word": " عليها", "probability": 0.9794921875}, {"start": 2396.86, "end": 2396.98, "word": " اللي", "probability": 0.776123046875}, {"start": 2396.98, "end": 2397.12, "word": " بده", "probability": 0.580810546875}, {"start": 2397.12, "end": 2397.48, "word": " يشتغل", "probability": 0.9916015625}, {"start": 2397.48, "end": 2397.62, "word": " على", "probability": 0.80908203125}, {"start": 2397.62, "end": 2397.9, "word": " genetic", "probability": 0.8427734375}, {"start": 2397.9, "end": 2398.3, "word": " algorithm", "probability": 0.93896484375}, {"start": 2398.3, "end": 2398.84, "word": " بده", "probability": 0.78076171875}, {"start": 2398.84, "end": 2399.12, "word": " يطول", "probability": 0.98095703125}, {"start": 2399.12, "end": 2399.28, "word": " ..", "probability": 0.152099609375}, {"start": 2399.28, "end": 2400.18, "word": " نتائجها", "probability": 0.9431640625}, {"start": 2400.18, "end": 2400.66, "word": " مبهرة،", "probability": 0.8873046875}, {"start": 2400.66, "end": 2401.04, "word": " كويسة،", "probability": 0.97021484375}, {"start": 2401.04, "end": 2402.02, "word": " ممتازة،", "probability": 0.9720865885416666}, {"start": 2402.02, "end": 2402.72, "word": " كويس،", "probability": 0.894287109375}, {"start": 2402.72, "end": 2403.66, "word": " ودائما", "probability": 0.78314208984375}, {"start": 2403.66, "end": 2404.68, "word": " بتطلعك", "probability": 0.9662109375}, {"start": 2404.68, "end": 2404.96, "word": " من", "probability": 0.994140625}, {"start": 2404.96, "end": 2405.44, "word": " جزئية", "probability": 0.964111328125}, {"start": 2405.44, "end": 2405.6, "word": " ال", "probability": 0.986328125}, {"start": 2405.6, "end": 2406.24, "word": " localization", "probability": 0.703857421875}, {"start": 2406.24, "end": 2408.72, "word": " كعلم", "probability": 0.77880859375}, {"start": 2408.72, "end": 2409.48, "word": " رياضيات", "probability": 0.98740234375}, {"start": 2409.48, "end": 2409.96, "word": " دائما", "probability": 0.7628580729166666}, {"start": 2409.96, "end": 2410.52, "word": " بتطلعك", "probability": 0.98818359375}, {"start": 2410.52, "end": 2410.6, "word": " من", "probability": 0.99365234375}, {"start": 2410.6, "end": 2410.9, "word": " جزئية", "probability": 0.99169921875}, {"start": 2410.9, "end": 2411.02, "word": " ال", "probability": 0.98486328125}, {"start": 2411.02, "end": 2411.58, "word": " localization", "probability": 0.852783203125}, {"start": 2411.58, "end": 2411.82, "word": " إنك", "probability": 0.5948486328125}, {"start": 2411.82, "end": 2412.04, "word": " أنت", "probability": 0.6666259765625}, {"start": 2412.04, "end": 2412.46, "word": " تكون", "probability": 0.8955078125}, {"start": 2412.46, "end": 2412.6, "word": " في", "probability": 0.97314453125}, {"start": 2412.6, "end": 2412.9, "word": " local", "probability": 0.78515625}, {"start": 2412.9, "end": 2413.9, "word": " optimal", "probability": 0.619140625}], "temperature": 1.0}, {"id": 108, "seek": 243564, "start": 2414.42, "end": 2435.64, "text": "و محتاجة تروح لل global هدف تطلعك لكن بدها تصبر عليها طبعا الان مع الحواسيب الجديدة و ال processors القوية السريعة لأ صار في مجال ان الواحد يطبقها genetic algorithm بأرياحية و يتحمل شوية الوقت تبعها زائد انك لما بتعمل run", "tokens": [2407, 3714, 33753, 26108, 3660, 6055, 32887, 5016, 24976, 4338, 8032, 3215, 5172, 6055, 9566, 1211, 3615, 4117, 44381, 47525, 11296, 6055, 9381, 26890, 25894, 11296, 23032, 3555, 3615, 995, 2423, 7649, 20449, 21542, 14407, 3794, 1829, 3555, 25724, 16254, 41891, 4032, 2423, 27751, 25062, 2407, 10632, 21136, 16572, 27884, 5296, 10721, 20328, 9640, 8978, 3714, 7435, 6027, 16472, 2423, 14407, 24401, 7251, 9566, 3555, 4587, 11296, 12462, 9284, 4724, 10721, 16572, 39319, 10632, 4032, 7251, 2655, 35571, 1211, 13412, 2407, 10632, 2423, 30543, 2655, 6055, 3555, 3615, 11296, 30767, 16373, 3215, 16472, 4117, 5296, 15042, 39894, 25957, 1211, 1190], "avg_logprob": -0.16692450436035006, "compression_ratio": 1.581896551724138, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2414.42, "end": 2414.94, "word": "و", "probability": 0.36865234375}, {"start": 2414.94, "end": 2416.0, "word": " محتاجة", "probability": 0.76995849609375}, {"start": 2416.0, "end": 2416.3, "word": " تروح", "probability": 0.8102213541666666}, {"start": 2416.3, "end": 2416.46, "word": " لل", "probability": 0.76220703125}, {"start": 2416.46, "end": 2416.82, "word": " global", "probability": 0.462158203125}, {"start": 2416.82, "end": 2417.34, "word": " هدف", "probability": 0.6055501302083334}, {"start": 2417.34, "end": 2417.94, "word": " تطلعك", "probability": 0.80673828125}, {"start": 2417.94, "end": 2418.42, "word": " لكن", "probability": 0.78759765625}, {"start": 2418.42, "end": 2419.02, "word": " بدها", "probability": 0.69482421875}, {"start": 2419.02, "end": 2419.7, "word": " تصبر", "probability": 0.9513346354166666}, {"start": 2419.7, "end": 2420.22, "word": " عليها", "probability": 0.990234375}, {"start": 2420.22, "end": 2420.74, "word": " طبعا", "probability": 0.9747314453125}, {"start": 2420.74, "end": 2421.04, "word": " الان", "probability": 0.6861572265625}, {"start": 2421.04, "end": 2421.24, "word": " مع", "probability": 0.96435546875}, {"start": 2421.24, "end": 2421.78, "word": " الحواسيب", "probability": 0.824609375}, {"start": 2421.78, "end": 2422.32, "word": " الجديدة", "probability": 0.9635416666666666}, {"start": 2422.32, "end": 2422.56, "word": " و", "probability": 0.67333984375}, {"start": 2422.56, "end": 2422.64, "word": " ال", "probability": 0.931640625}, {"start": 2422.64, "end": 2423.04, "word": " processors", "probability": 0.7919921875}, {"start": 2423.04, "end": 2424.32, "word": " القوية", "probability": 0.9783528645833334}, {"start": 2424.32, "end": 2425.38, "word": " السريعة", "probability": 0.947265625}, {"start": 2425.38, "end": 2425.86, "word": " لأ", "probability": 0.892333984375}, {"start": 2425.86, "end": 2426.1, "word": " صار", "probability": 0.96630859375}, {"start": 2426.1, "end": 2426.22, "word": " في", "probability": 0.853515625}, {"start": 2426.22, "end": 2426.56, "word": " مجال", "probability": 0.9754231770833334}, {"start": 2426.56, "end": 2426.66, "word": " ان", "probability": 0.81689453125}, {"start": 2426.66, "end": 2426.96, "word": " الواحد", "probability": 0.9622395833333334}, {"start": 2426.96, "end": 2427.54, "word": " يطبقها", "probability": 0.9451171875}, {"start": 2427.54, "end": 2427.84, "word": " genetic", "probability": 0.300048828125}, {"start": 2427.84, "end": 2428.26, "word": " algorithm", "probability": 0.93310546875}, {"start": 2428.26, "end": 2428.98, "word": " بأرياحية", "probability": 0.8662109375}, {"start": 2428.98, "end": 2429.56, "word": " و", "probability": 0.9609375}, {"start": 2429.56, "end": 2430.64, "word": " يتحمل", "probability": 0.966064453125}, {"start": 2430.64, "end": 2431.06, "word": " شوية", "probability": 0.9375}, {"start": 2431.06, "end": 2431.9, "word": " الوقت", "probability": 0.9734700520833334}, {"start": 2431.9, "end": 2433.14, "word": " تبعها", "probability": 0.8956298828125}, {"start": 2433.14, "end": 2434.04, "word": " زائد", "probability": 0.8484700520833334}, {"start": 2434.04, "end": 2434.72, "word": " انك", "probability": 0.898193359375}, {"start": 2434.72, "end": 2434.92, "word": " لما", "probability": 0.952880859375}, {"start": 2434.92, "end": 2435.34, "word": " بتعمل", "probability": 0.9293619791666666}, {"start": 2435.34, "end": 2435.64, "word": " run", "probability": 0.9375}], "temperature": 1.0}, {"id": 109, "seek": 245739, "start": 2436.27, "end": 2457.39, "text": "الكويس انك انت تعدل القيم مجموعة ال parameters وتعمل كمان مرارا بس بتحتفظ بقاش بالحل الأمثل اللي موجود عندك غير فيهم هتجد انه بعد أكم من محاولة لازم يطلعلك حل أمثل و حل مناسب جدا تقدر تبني عليه نتائجك و ال decisions تبعتك بهذا المثال بنكون خلصنا استكملنا بشكل كامل جزئية", "tokens": [6027, 4117, 45865, 3794, 16472, 4117, 16472, 2655, 37279, 3215, 1211, 25062, 32640, 3714, 7435, 2304, 2407, 27884, 2423, 9834, 34683, 25957, 1211, 9122, 2304, 7649, 3714, 2288, 9640, 995, 4724, 3794, 39894, 33753, 5172, 19913, 4724, 4587, 33599, 20666, 5016, 1211, 16247, 2304, 12984, 1211, 13672, 1829, 3714, 29245, 23328, 43242, 4117, 32771, 13546, 8978, 16095, 8032, 2655, 7435, 3215, 16472, 3224, 39182, 5551, 24793, 9154, 3714, 5016, 995, 12610, 3660, 5296, 31377, 2304, 7251, 9566, 1211, 3615, 23275, 11331, 1211, 5551, 2304, 12984, 1211, 4032, 11331, 1211, 3714, 8315, 35457, 10874, 28259, 6055, 28543, 2288, 6055, 3555, 22653, 47356, 8717, 2655, 16373, 7435, 4117, 4032, 2423, 5327, 6055, 3555, 34268, 4117, 39627, 15730, 9673, 12984, 6027, 44945, 30544, 16490, 1211, 9381, 8315, 44713, 24793, 1211, 8315, 4724, 8592, 28820, 9122, 10943, 1211, 10874, 11622, 19986, 10632], "avg_logprob": -0.13983813314129123, "compression_ratio": 1.7065217391304348, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2436.27, "end": 2436.65, "word": "الكويس", "probability": 0.884765625}, {"start": 2436.65, "end": 2436.85, "word": " انك", "probability": 0.42864990234375}, {"start": 2436.85, "end": 2436.99, "word": " انت", "probability": 0.79833984375}, {"start": 2436.99, "end": 2437.45, "word": " تعدل", "probability": 0.6591796875}, {"start": 2437.45, "end": 2437.87, "word": " القيم", "probability": 0.81982421875}, {"start": 2437.87, "end": 2438.49, "word": " مجموعة", "probability": 0.8720703125}, {"start": 2438.49, "end": 2438.61, "word": " ال", "probability": 0.96533203125}, {"start": 2438.61, "end": 2438.93, "word": " parameters", "probability": 0.58203125}, {"start": 2438.93, "end": 2439.29, "word": " وتعمل", "probability": 0.8658854166666666}, {"start": 2439.29, "end": 2439.51, "word": " كمان", "probability": 0.9264322916666666}, {"start": 2439.51, "end": 2439.95, "word": " مرارا", "probability": 0.83056640625}, {"start": 2439.95, "end": 2440.37, "word": " بس", "probability": 0.6842041015625}, {"start": 2440.37, "end": 2440.83, "word": " بتحتفظ", "probability": 0.82586669921875}, {"start": 2440.83, "end": 2441.15, "word": " بقاش", "probability": 0.77490234375}, {"start": 2441.15, "end": 2441.59, "word": " بالحل", "probability": 0.8779296875}, {"start": 2441.59, "end": 2441.91, "word": " الأمثل", "probability": 0.9578857421875}, {"start": 2441.91, "end": 2442.03, "word": " اللي", "probability": 0.899658203125}, {"start": 2442.03, "end": 2442.35, "word": " موجود", "probability": 0.9833984375}, {"start": 2442.35, "end": 2442.73, "word": " عندك", "probability": 0.97705078125}, {"start": 2442.73, "end": 2443.45, "word": " غير", "probability": 0.680908203125}, {"start": 2443.45, "end": 2444.17, "word": " فيهم", "probability": 0.979736328125}, {"start": 2444.17, "end": 2445.47, "word": " هتجد", "probability": 0.919677734375}, {"start": 2445.47, "end": 2445.71, "word": " انه", "probability": 0.720947265625}, {"start": 2445.71, "end": 2445.91, "word": " بعد", "probability": 0.978515625}, {"start": 2445.91, "end": 2446.49, "word": " أكم", "probability": 0.686279296875}, {"start": 2446.49, "end": 2446.63, "word": " من", "probability": 0.9423828125}, {"start": 2446.63, "end": 2447.09, "word": " محاولة", "probability": 0.98798828125}, {"start": 2447.09, "end": 2447.35, "word": " لازم", "probability": 0.98876953125}, {"start": 2447.35, "end": 2447.73, "word": " يطلعلك", "probability": 0.892578125}, {"start": 2447.73, "end": 2447.95, "word": " حل", "probability": 0.97314453125}, {"start": 2447.95, "end": 2448.41, "word": " أمثل", "probability": 0.9381103515625}, {"start": 2448.41, "end": 2448.73, "word": " و", "probability": 0.94287109375}, {"start": 2448.73, "end": 2448.97, "word": " حل", "probability": 0.776611328125}, {"start": 2448.97, "end": 2449.49, "word": " مناسب", "probability": 0.97119140625}, {"start": 2449.49, "end": 2449.89, "word": " جدا", "probability": 0.99560546875}, {"start": 2449.89, "end": 2450.63, "word": " تقدر", "probability": 0.9601236979166666}, {"start": 2450.63, "end": 2451.11, "word": " تبني", "probability": 0.94189453125}, {"start": 2451.11, "end": 2451.41, "word": " عليه", "probability": 0.97802734375}, {"start": 2451.41, "end": 2452.07, "word": " نتائجك", "probability": 0.9875}, {"start": 2452.07, "end": 2452.17, "word": " و", "probability": 0.91845703125}, {"start": 2452.17, "end": 2452.21, "word": " ال", "probability": 0.6689453125}, {"start": 2452.21, "end": 2452.49, "word": " decisions", "probability": 0.86083984375}, {"start": 2452.49, "end": 2452.99, "word": " تبعتك", "probability": 0.92236328125}, {"start": 2452.99, "end": 2453.55, "word": " بهذا", "probability": 0.895751953125}, {"start": 2453.55, "end": 2453.95, "word": " المثال", "probability": 0.9148763020833334}, {"start": 2453.95, "end": 2454.29, "word": " بنكون", "probability": 0.81787109375}, {"start": 2454.29, "end": 2454.83, "word": " خلصنا", "probability": 0.9873046875}, {"start": 2454.83, "end": 2455.31, "word": " استكملنا", "probability": 0.88037109375}, {"start": 2455.31, "end": 2455.61, "word": " بشكل", "probability": 0.9796549479166666}, {"start": 2455.61, "end": 2456.41, "word": " كامل", "probability": 0.9962565104166666}, {"start": 2456.41, "end": 2457.39, "word": " جزئية", "probability": 0.963623046875}], "temperature": 1.0}, {"id": 110, "seek": 247931, "start": 2458.21, "end": 2479.31, "text": "الـ Genetic Algorithm عشان نتكلم عن نوع تاني من الـ Genetic Algorithm احنا هيك أخدنا الـ Basic Genetic Algorithm الان اكتملنا ..كملنا من خلال المثال المرة اللي فاتت وهي مثال اليوم في جزئية تانية اللي هي علاقة بالـ Genetic Algorithm هناخدها في ال session القادم اللي هي علاقة بال Evolutionary Computations و الحسابات ال .. ال .. ال ..", "tokens": [6027, 39184, 3632, 3532, 35014, 6819, 76, 6225, 8592, 7649, 8717, 2655, 4117, 19528, 18871, 8717, 45367, 6055, 7649, 1829, 9154, 2423, 39184, 3632, 3532, 35014, 6819, 76, 1975, 5016, 8315, 39896, 4117, 5551, 9778, 3215, 8315, 2423, 39184, 31598, 3632, 3532, 35014, 6819, 76, 2423, 7649, 1975, 4117, 39237, 1211, 8315, 4386, 24793, 1211, 8315, 9154, 16490, 1211, 6027, 9673, 12984, 6027, 9673, 25720, 13672, 1829, 6156, 9307, 2655, 37037, 1829, 50113, 6027, 45595, 20498, 8978, 10874, 11622, 19986, 10632, 6055, 7649, 10632, 13672, 1829, 39896, 11203, 995, 28671, 20666, 39184, 3632, 3532, 35014, 6819, 76, 8032, 1863, 47283, 3215, 11296, 8978, 2423, 5481, 25062, 18513, 2304, 13672, 1829, 39896, 11203, 995, 28671, 20666, 40800, 822, 37804, 763, 4032, 21542, 3794, 16758, 9307, 2423, 4386, 2423, 4386, 2423, 4386], "avg_logprob": -0.17020515130676386, "compression_ratio": 1.9920318725099602, "no_speech_prob": 1.6093254089355469e-06, "words": [{"start": 2458.21, "end": 2458.47, "word": "الـ", "probability": 0.4835205078125}, {"start": 2458.47, "end": 2458.79, "word": " Genetic", "probability": 0.7379150390625}, {"start": 2458.79, "end": 2459.29, "word": " Algorithm", "probability": 0.9114583333333334}, {"start": 2459.29, "end": 2459.93, "word": " عشان", "probability": 0.9283854166666666}, {"start": 2459.93, "end": 2460.57, "word": " نتكلم", "probability": 0.991455078125}, {"start": 2460.57, "end": 2460.89, "word": " عن", "probability": 0.99462890625}, {"start": 2460.89, "end": 2461.73, "word": " نوع", "probability": 0.98095703125}, {"start": 2461.73, "end": 2462.15, "word": " تاني", "probability": 0.98193359375}, {"start": 2462.15, "end": 2462.31, "word": " من", "probability": 0.986328125}, {"start": 2462.31, "end": 2462.45, "word": " الـ", "probability": 0.9248046875}, {"start": 2462.45, "end": 2462.69, "word": " Genetic", "probability": 0.8916015625}, {"start": 2462.69, "end": 2463.11, "word": " Algorithm", "probability": 0.98095703125}, {"start": 2463.11, "end": 2463.35, "word": " احنا", "probability": 0.8221842447916666}, {"start": 2463.35, "end": 2463.51, "word": " هيك", "probability": 0.818603515625}, {"start": 2463.51, "end": 2463.81, "word": " أخدنا", "probability": 0.933349609375}, {"start": 2463.81, "end": 2464.05, "word": " الـ", "probability": 0.517822265625}, {"start": 2464.05, "end": 2464.27, "word": " Basic", "probability": 0.90625}, {"start": 2464.27, "end": 2464.61, "word": " Genetic", "probability": 0.95751953125}, {"start": 2464.61, "end": 2465.13, "word": " Algorithm", "probability": 0.9814453125}, {"start": 2465.13, "end": 2465.67, "word": " الان", "probability": 0.5863037109375}, {"start": 2465.67, "end": 2466.25, "word": " اكتملنا", "probability": 0.82626953125}, {"start": 2466.25, "end": 2466.69, "word": " ..كملنا", "probability": 0.8419189453125}, {"start": 2466.69, "end": 2466.85, "word": " من", "probability": 0.98486328125}, {"start": 2466.85, "end": 2467.21, "word": " خلال", "probability": 0.9951171875}, {"start": 2467.21, "end": 2467.99, "word": " المثال", "probability": 0.9210611979166666}, {"start": 2467.99, "end": 2468.25, "word": " المرة", "probability": 0.94580078125}, {"start": 2468.25, "end": 2468.37, "word": " اللي", "probability": 0.8583984375}, {"start": 2468.37, "end": 2468.63, "word": " فاتت", "probability": 0.9544270833333334}, {"start": 2468.63, "end": 2468.77, "word": " وهي", "probability": 0.840087890625}, {"start": 2468.77, "end": 2469.05, "word": " مثال", "probability": 0.952392578125}, {"start": 2469.05, "end": 2469.35, "word": " اليوم", "probability": 0.98291015625}, {"start": 2469.35, "end": 2469.77, "word": " في", "probability": 0.5439453125}, {"start": 2469.77, "end": 2470.31, "word": " جزئية", "probability": 0.9482421875}, {"start": 2470.31, "end": 2470.69, "word": " تانية", "probability": 0.99609375}, {"start": 2470.69, "end": 2470.83, "word": " اللي", "probability": 0.637451171875}, {"start": 2470.83, "end": 2470.89, "word": " هي", "probability": 0.242431640625}, {"start": 2470.89, "end": 2471.17, "word": " علاقة", "probability": 0.9425455729166666}, {"start": 2471.17, "end": 2471.33, "word": " بالـ", "probability": 0.8935546875}, {"start": 2471.33, "end": 2471.59, "word": " Genetic", "probability": 0.938232421875}, {"start": 2471.59, "end": 2472.11, "word": " Algorithm", "probability": 0.9777018229166666}, {"start": 2472.11, "end": 2472.77, "word": " هناخدها", "probability": 0.8880859375}, {"start": 2472.77, "end": 2473.11, "word": " في", "probability": 0.91015625}, {"start": 2473.11, "end": 2473.17, "word": " ال", "probability": 0.94091796875}, {"start": 2473.17, "end": 2473.39, "word": " session", "probability": 0.8740234375}, {"start": 2473.39, "end": 2473.99, "word": " القادم", "probability": 0.9934895833333334}, {"start": 2473.99, "end": 2474.33, "word": " اللي", "probability": 0.9775390625}, {"start": 2474.33, "end": 2474.39, "word": " هي", "probability": 0.9482421875}, {"start": 2474.39, "end": 2474.63, "word": " علاقة", "probability": 0.9685872395833334}, {"start": 2474.63, "end": 2474.75, "word": " بال", "probability": 0.955078125}, {"start": 2474.75, "end": 2475.39, "word": " Evolutionary", "probability": 0.6895751953125}, {"start": 2475.39, "end": 2476.83, "word": " Computations", "probability": 0.718505859375}, {"start": 2476.83, "end": 2477.35, "word": " و", "probability": 0.556640625}, {"start": 2477.35, "end": 2477.99, "word": " الحسابات", "probability": 0.9462890625}, {"start": 2477.99, "end": 2478.13, "word": " ال", "probability": 0.417724609375}, {"start": 2478.13, "end": 2478.25, "word": " ..", "probability": 0.80419921875}, {"start": 2478.25, "end": 2478.55, "word": " ال", "probability": 0.8623046875}, {"start": 2478.55, "end": 2478.91, "word": " ..", "probability": 0.9736328125}, {"start": 2478.91, "end": 2479.31, "word": " ال", "probability": 0.89599609375}, {"start": 2479.31, "end": 2479.31, "word": " ..", "probability": 0.96435546875}], "temperature": 1.0}, {"id": 111, "seek": 249982, "start": 2479.34, "end": 2499.82, "text": "خلّينا التطورية، هناخد طريقتين، ممكن تطويع الـ Genetic أو فكرة الـ Genetic Algorithm الحقيقة، لأنها بطلت الـ Genetic Algorithm، صارت لها مسميات أخرى، لكن ممكن تطويع نفس فكرة الـ Chromosome و الـ Genes هذه لأفكار أخرى، فللمحاضرة القادمة ان شاء الله تعالى، نترككم، السلام عليكم و يعطيكم العافية", "tokens": [9778, 1211, 11703, 9957, 995, 16712, 9566, 13063, 10632, 12399, 8032, 1863, 47283, 3215, 23032, 16572, 38149, 9957, 12399, 3714, 43020, 6055, 9566, 2407, 40228, 2423, 39184, 3632, 3532, 34051, 6156, 4117, 25720, 2423, 39184, 3632, 3532, 35014, 6819, 76, 21542, 38436, 28671, 12399, 5296, 33456, 11296, 4724, 9566, 1211, 2655, 2423, 39184, 3632, 3532, 35014, 6819, 76, 12399, 20328, 9640, 2655, 5296, 11296, 3714, 38251, 1829, 9307, 5551, 34740, 7578, 12399, 44381, 3714, 43020, 6055, 9566, 2407, 40228, 8717, 36178, 6156, 4117, 25720, 2423, 39184, 1721, 40934, 423, 4032, 2423, 39184, 3632, 279, 29538, 5296, 10721, 5172, 4117, 9640, 5551, 34740, 7578, 12399, 6156, 1211, 19528, 5016, 46958, 25720, 25062, 18513, 46007, 16472, 13412, 16606, 21984, 37279, 6027, 7578, 12399, 8717, 2655, 31747, 24793, 12399, 21136, 37440, 25894, 24793, 4032, 37495, 9566, 1829, 24793, 18863, 31845, 10632], "avg_logprob": -0.18716276399523235, "compression_ratio": 1.872093023255814, "no_speech_prob": 0.00011163949966430664, "words": [{"start": 2479.34, "end": 2479.94, "word": "خلّينا", "probability": 0.7611328125}, {"start": 2479.94, "end": 2481.0, "word": " التطورية،", "probability": 0.846875}, {"start": 2481.0, "end": 2481.34, "word": " هناخد", "probability": 0.939697265625}, {"start": 2481.34, "end": 2482.02, "word": " طريقتين،", "probability": 0.856982421875}, {"start": 2482.02, "end": 2482.64, "word": " ممكن", "probability": 0.983154296875}, {"start": 2482.64, "end": 2483.46, "word": " تطويع", "probability": 0.8870849609375}, {"start": 2483.46, "end": 2483.72, "word": " الـ", "probability": 0.887939453125}, {"start": 2483.72, "end": 2483.96, "word": " Genetic", "probability": 0.654296875}, {"start": 2483.96, "end": 2484.16, "word": " أو", "probability": 0.859375}, {"start": 2484.16, "end": 2484.58, "word": " فكرة", "probability": 0.9612630208333334}, {"start": 2484.58, "end": 2484.78, "word": " الـ", "probability": 0.9541015625}, {"start": 2484.78, "end": 2485.02, "word": " Genetic", "probability": 0.923583984375}, {"start": 2485.02, "end": 2485.36, "word": " Algorithm", "probability": 0.9088541666666666}, {"start": 2485.36, "end": 2485.72, "word": " الحقيقة،", "probability": 0.81072998046875}, {"start": 2485.72, "end": 2486.0, "word": " لأنها", "probability": 0.677978515625}, {"start": 2486.0, "end": 2486.44, "word": " بطلت", "probability": 0.8948974609375}, {"start": 2486.44, "end": 2486.82, "word": " الـ", "probability": 0.6339111328125}, {"start": 2486.82, "end": 2487.06, "word": " Genetic", "probability": 0.952392578125}, {"start": 2487.06, "end": 2487.52, "word": " Algorithm،", "probability": 0.866943359375}, {"start": 2487.52, "end": 2487.66, "word": " صارت", "probability": 0.687255859375}, {"start": 2487.66, "end": 2487.78, "word": " لها", "probability": 0.61126708984375}, {"start": 2487.78, "end": 2488.08, "word": " مسميات", "probability": 0.68621826171875}, {"start": 2488.08, "end": 2488.56, "word": " أخرى،", "probability": 0.963623046875}, {"start": 2488.56, "end": 2488.82, "word": " لكن", "probability": 0.97802734375}, {"start": 2488.82, "end": 2489.1, "word": " ممكن", "probability": 0.991943359375}, {"start": 2489.1, "end": 2489.6, "word": " تطويع", "probability": 0.92724609375}, {"start": 2489.6, "end": 2489.92, "word": " نفس", "probability": 0.990966796875}, {"start": 2489.92, "end": 2490.24, "word": " فكرة", "probability": 0.9635416666666666}, {"start": 2490.24, "end": 2490.52, "word": " الـ", "probability": 0.782958984375}, {"start": 2490.52, "end": 2491.06, "word": " Chromosome", "probability": 0.8810221354166666}, {"start": 2491.06, "end": 2491.6, "word": " و", "probability": 0.52294921875}, {"start": 2491.6, "end": 2492.16, "word": " الـ", "probability": 0.87451171875}, {"start": 2492.16, "end": 2492.76, "word": " Genes", "probability": 0.848876953125}, {"start": 2492.76, "end": 2493.12, "word": " هذه", "probability": 0.7431640625}, {"start": 2493.12, "end": 2494.32, "word": " لأفكار", "probability": 0.928515625}, {"start": 2494.32, "end": 2495.6, "word": " أخرى،", "probability": 0.9488525390625}, {"start": 2495.6, "end": 2496.86, "word": " فللمحاضرة", "probability": 0.941650390625}, {"start": 2496.86, "end": 2497.24, "word": " القادمة", "probability": 0.9894205729166666}, {"start": 2497.24, "end": 2497.38, "word": " ان", "probability": 0.4287109375}, {"start": 2497.38, "end": 2497.46, "word": " شاء", "probability": 0.970703125}, {"start": 2497.46, "end": 2497.54, "word": " الله", "probability": 0.9443359375}, {"start": 2497.54, "end": 2497.98, "word": " تعالى،", "probability": 0.85888671875}, {"start": 2497.98, "end": 2498.74, "word": " نترككم،", "probability": 0.839599609375}, {"start": 2498.74, "end": 2499.0, "word": " السلام", "probability": 0.896240234375}, {"start": 2499.0, "end": 2499.26, "word": " عليكم", "probability": 0.91162109375}, {"start": 2499.26, "end": 2499.3, "word": " و", "probability": 0.96240234375}, {"start": 2499.3, "end": 2499.5, "word": " يعطيكم", "probability": 0.75103759765625}, {"start": 2499.5, "end": 2499.82, "word": " العافية", "probability": 0.8001302083333334}], "temperature": 1.0}], "language": "ar", "language_probability": 1.0, "duration": 2500.1621875, "duration_after_vad": 2468.6993749999924}
\ No newline at end of file
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/_RPzyKhhn1o_raw.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/_RPzyKhhn1o_raw.srt
new file mode 100644
index 0000000000000000000000000000000000000000..799726fb00813d9aaf83bed9e5604ffd63b48ec9
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/_RPzyKhhn1o_raw.srt
@@ -0,0 +1,2456 @@
+1
+00:00:05,130 --> 00:00:07,550
+بسم الله الرحمن الرحيم الصلاة والسلام على أشرف
+
+2
+00:00:07,550 --> 00:00:11,230
+الأنبياء وأمرسلهم سيدنا محمد وعلى آله وصحبه أجمعين
+
+3
+00:00:11,640 --> 00:00:14,860
+نكمل ما كنا بدأناه في ال session الماضي أو في
+
+4
+00:00:14,860 --> 00:00:17,340
+المحاضرة الماضية و اللي كان خاص بال genetic
+
+5
+00:00:17,340 --> 00:00:21,680
+algorithm تحدثنا عن النشأة البيولوجية لهذا الموضوع
+
+6
+00:00:21,680 --> 00:00:27,040
+و كيف بتكون ال chromosome من مجموعة genes و تحدثنا
+
+7
+00:00:27,040 --> 00:00:31,060
+عن كيف استخدامه في ال optimization او في عملية ال
+
+8
+00:00:31,060 --> 00:00:36,360
+classification الحقيقة ان افضل طريقة او افضل حل
+
+9
+00:00:36,360 --> 00:00:41,600
+ممكن نحصل عليها من خلالموديل معين هندسي او رياضي
+
+10
+00:00:41,600 --> 00:00:46,880
+بشكل اكثر دقة لل genetic algorithm اليوم كنا تركنا
+
+11
+00:00:46,880 --> 00:00:49,980
+لهذا اليوم هي الحال case study واللي هي هتكون ال
+
+12
+00:00:49,980 --> 00:00:53,720
+maintenance scheduling او جدولة الصيانة والحقيقة
+
+13
+00:00:53,720 --> 00:00:58,250
+هذا تطبيق من التطبيقات الجدا مهمةواللي فعلا ال
+
+14
+00:00:58,250 --> 00:01:00,910
+genetic algorithm في عملية ال scheduling أو ال
+
+15
+00:01:00,910 --> 00:01:06,730
+tabling اللي هي جدولة المواعيد، جدولة المحاضرات،
+
+16
+00:01:06,730 --> 00:01:11,750
+جدولة مواعيد الصيانة، من ال .. خليني أقول ال
+
+17
+00:01:11,750 --> 00:01:15,190
+problems اللي تم حلها بشكل ممتاز جدا في ال genetic
+
+18
+00:01:15,190 --> 00:01:18,010
+algorithm فهي أبدعة الحقيقة ال genetic algorithmفي
+
+19
+00:01:18,010 --> 00:01:22,570
+هذا المجال تحديدا طبعا إلها applications كتيرة
+
+20
+00:01:22,570 --> 00:01:25,330
+تانية ولكن هذا أحد التطبيقات اللي فعلا ال genetic
+
+21
+00:01:25,330 --> 00:01:29,210
+algorithm أثبتت فيه كفاءة كبيرة جدا و عشان هي كان
+
+22
+00:01:29,210 --> 00:01:32,350
+كويس أن احنا نتكلم عن ال case study هذه اللي هي
+
+23
+00:01:32,350 --> 00:01:36,690
+عملت ال schedulingاللي كيف ممكن نعمل جدولة لمجموعة
+
+24
+00:01:36,690 --> 00:01:39,610
+parameters مختلفة طبعا احنا لما بيجي بنعمل جدول
+
+25
+00:01:39,610 --> 00:01:42,570
+بتكون فيه مجموعة كبيرة من ال parameters اللي انا
+
+26
+00:01:42,570 --> 00:01:46,830
+محتاج ادخلها مع بعض و بيكون عندي objectivity عالية
+
+27
+00:01:46,830 --> 00:01:49,370
+بمعنى ان ال objective function هي اكتر من
+
+28
+00:01:49,370 --> 00:01:51,290
+objective function فبنسميها multi objective
+
+29
+00:01:51,290 --> 00:01:54,660
+functionكويس؟ فبيكون في عندي أكتر من شغلة أنا
+
+30
+00:01:54,660 --> 00:01:58,480
+محتاج أعملها optimization، maximize أو minimize أو
+
+31
+00:01:58,480 --> 00:02:01,440
+اتنين تلاتة بدي أعملهم minimized في نفس الوقت و هم
+
+32
+00:02:01,440 --> 00:02:05,260
+متعارضين عن بعض فبدي أضل أحاول أعمل compromise
+
+33
+00:02:05,260 --> 00:02:09,250
+between them .. between themواحدة منهم اللي هي
+
+34
+00:02:09,250 --> 00:02:12,450
+عملية ال scheduling زي لما نقول والله أنا بدي أفضل
+
+35
+00:02:12,450 --> 00:02:15,830
+مواعيد ممكنة للمدرس في المحاضرة في نفس الوقت بدي
+
+36
+00:02:15,830 --> 00:02:19,150
+أفضل مواعيد ممكنة للطالب بحيث أنه جدوله مايكونش
+
+37
+00:02:19,150 --> 00:02:22,990
+مكدس في يومين تلاتة وفي نفس الوقت أفضل مواعيد
+
+38
+00:02:22,990 --> 00:02:26,590
+محددة للقاعات وتشغيل القاعات للمختبرات وتشغيل
+
+39
+00:02:26,590 --> 00:02:28,450
+المختبرات فهذه واحدة من المشاكل اللي فيها
+
+40
+00:02:28,800 --> 00:02:32,320
+objectives كتيرة بمعنى إنه في functions كتيرة وكل
+
+41
+00:02:32,320 --> 00:02:34,920
+واحدة بتقول أنا إيه اللي خصيصي أكتر أنا .. أنا
+
+42
+00:02:34,920 --> 00:02:39,940
+الأولى في ال .. في ال optimization المدرس بيقولك
+
+43
+00:02:39,940 --> 00:02:42,760
+لأ أنا أحطن في أقل في يومين تلاتة مثلا عشان أخلص
+
+44
+00:02:42,760 --> 00:02:45,420
+ومانهاجي و أخلص الطالب لأ بده أفرد لإنه أنا
+
+45
+00:02:45,420 --> 00:02:48,700
+بالراحة بدي أدرس القاعات بدنا ناخد بالنا إنه
+
+46
+00:02:48,700 --> 00:02:52,740
+مايكنش استهلاك عالي على قاعة و .. و قليلة في قاعة
+
+47
+00:02:52,740 --> 00:02:56,480
+تانيةفهذه واحدة الحقيقة من المشاكل اللي هنشوف الآن
+
+48
+00:02:56,480 --> 00:03:00,020
+scheduling إلها لكن ال scheduling تبعتنا لل
+
+49
+00:03:00,020 --> 00:03:04,680
+problem هذه هي إلها علاقة بجدولة مواعيد صيانة محطة
+
+50
+00:03:04,680 --> 00:03:09,230
+كهربا، محطة الكهربا هذهقبل ما نتحدث فيها بدنا نقول
+
+51
+00:03:09,230 --> 00:03:11,830
+إنه ال maintenance من الأشياء اللي كتير مستخدمة
+
+52
+00:03:11,830 --> 00:03:15,530
+فيها في ال genetic algorithm و واحدة من ال ..
+
+53
+00:03:15,530 --> 00:03:17,910
+خليني أقول ال problems اللي بقدر أسنفها إن هي non
+
+54
+00:03:17,910 --> 00:03:21,450
+deterministic
+
+55
+00:03:21,450 --> 00:03:24,590
+.. non deterministic problem بمعنى إن هي مالهاش
+
+56
+00:03:24,590 --> 00:03:28,530
+معادلة واضحة، هي عادة بتروح ل heuristics و بتروح ل
+
+57
+00:03:28,530 --> 00:03:32,490
+..الproblem اللى بنقدر نسميها ال complexity
+
+58
+00:03:32,490 --> 00:03:37,370
+بتاعتها شوية عالية ان اقدر اعمل compromise لمعظم
+
+59
+00:03:37,370 --> 00:03:42,050
+ال objectives مع بعض كويس بنقدر نقول ان ال genetic
+
+60
+00:03:42,050 --> 00:03:46,030
+algorithm بتقدر تحللنا هذا الموضوع من خلال انه
+
+61
+00:03:46,030 --> 00:03:49,270
+عشان نعمل development لل genetic algorithm لأى
+
+62
+00:03:49,270 --> 00:03:53,120
+scheduling بدنا نعمله جدولةمحتاجي ان اعمل
+
+63
+00:03:53,120 --> 00:03:56,380
+specification للproblem نفسها انحدد ال problem و
+
+64
+00:03:56,380 --> 00:04:00,380
+خصوصا انه في اكتر من objective انا محتاج اشتغلها
+
+65
+00:04:00,380 --> 00:04:03,120
+اكتر من هدف بدي اعمل minimize لشغله و ممكن اكون
+
+66
+00:04:03,120 --> 00:04:06,280
+بدي اعمل maximize لشغله تانية زي ما الآن هنبدأ
+
+67
+00:04:06,280 --> 00:04:11,260
+نتعرف على المشكلة اللي خاصة بيه المحطة الكهربا هذه
+
+68
+00:04:11,260 --> 00:04:15,700
+و كيف انا ممكن اعمل افضل جدولة صيانة ل ال units
+
+69
+00:04:15,700 --> 00:04:18,840
+اللي موجودة ال units اللي موجودة هي المولداتبكون
+
+70
+00:04:18,840 --> 00:04:22,020
+في محطة الكهربا أكتر من مولد واحد فالان بدنا نشوف
+
+71
+00:04:22,020 --> 00:04:24,180
+كيف ننشط الكلام ده عشان هيك بدنا نحدد أولش
+
+72
+00:04:24,180 --> 00:04:27,840
+specification أو specify the problem بدنا نعرف ال
+
+73
+00:04:27,840 --> 00:04:31,160
+constraints ال constraints أهم شغلة لازم نعرفها
+
+74
+00:04:31,160 --> 00:04:36,250
+بشكل كتير كويسأنا إيش المحددات تبعتي، بمعنى قيمة
+
+75
+00:04:36,250 --> 00:04:39,850
+معينة، مش لازم تنزل عن كذا، مش لازم تزيد عن كذا،
+
+76
+00:04:39,850 --> 00:04:42,990
+هذه لابد أن نكون ماخدين بالنا منها بشكل كتير كبير
+
+77
+00:04:42,990 --> 00:04:46,990
+و كتير مهم لأنه بتأثر بشكل كبير، فلازم أكون محدد
+
+78
+00:04:46,990 --> 00:04:50,690
+ال constraints بقى، القيود لكل متغير، ال optimum
+
+79
+00:04:50,690 --> 00:04:55,650
+criteriaكل criteria أو ال functions الحقيقة اللي
+
+80
+00:04:55,650 --> 00:04:59,970
+محتاج احددها او اعملها maximize or minimize وبدأ
+
+81
+00:04:59,970 --> 00:05:03,930
+اقارن بينها لازم تكون محددة بشكل ممتاز جدا فهذه كل
+
+82
+00:05:03,930 --> 00:05:07,990
+criteria اللي محتاجين انحددها ايش الأفضلية لها هل
+
+83
+00:05:07,990 --> 00:05:13,210
+هي maximize or minimize؟تمام بعدين رقم اتنين بدنا
+
+84
+00:05:13,210 --> 00:05:16,710
+نشتغلها و نفكر دايما فيها practically اللي هي
+
+85
+00:05:16,710 --> 00:05:21,650
+represent the problem domain as a chromosome طبيعي
+
+86
+00:05:21,650 --> 00:05:27,030
+فبدي أبدأ أشتغل الحلول هذه و احنا قلنا انه ال
+
+87
+00:05:27,030 --> 00:05:30,410
+domain المفروض هو ال range ل .. ل chromosomes اللي
+
+88
+00:05:30,410 --> 00:05:37,000
+ممكن تكون حل فلو اجينا جمعنا كل الحلول الممكنةمش
+
+89
+00:05:37,000 --> 00:05:40,280
+ال optimal كل الحلول الممكنة لمشكلة معينة فبقدر
+
+90
+00:05:40,280 --> 00:05:43,600
+أسميها كلهم جمعتهم عملتلهم اتحاد داخل set معين
+
+91
+00:05:43,600 --> 00:05:47,400
+فبقول هذا هو ال domain للحلهذا هو domain الحل هذه
+
+92
+00:05:47,400 --> 00:05:52,000
+كل النقاط الممكنة انها تكون حلول الآن بعد ذلك هل
+
+93
+00:05:52,000 --> 00:05:55,280
+الحل هذا هو optimal ولا لأ؟ هذه جزء تانية هو هذا
+
+94
+00:05:55,280 --> 00:05:58,280
+اللي بنتكلم فيه في ال AI في ال genetic algorithm
+
+95
+00:05:58,280 --> 00:06:02,500
+هو اللي بده يقسلنا الآن جديش بقدر اقول عن ال
+
+96
+00:06:02,500 --> 00:06:06,520
+expert system تبعي هذا ان هو جاب لل optimal من
+
+97
+00:06:06,520 --> 00:06:11,320
+مجموعة الحلول الممكنة فالان بدنا نحدد ال domain لل
+
+98
+00:06:11,320 --> 00:06:14,680
+chromosomes اللي بدي اخد منها كل chromosome ممكن
+
+99
+00:06:15,470 --> 00:06:18,610
+كويس بدنا نحدد ال fitness function وال fitness
+
+100
+00:06:18,610 --> 00:06:21,850
+function هي ال objective فال objective ت evaluate
+
+101
+00:06:21,850 --> 00:06:25,690
+chromosome performance عشان نحدد ال performance لل
+
+102
+00:06:25,690 --> 00:06:29,610
+chromosome تبعنا انحدد جديش هو القيمة تبعته اللي
+
+103
+00:06:29,610 --> 00:06:32,750
+هنتكلم بعد ذلك عن كيف ممكن استخدمها في عملية ال
+
+104
+00:06:32,750 --> 00:06:35,970
+classification بعدين هنعمل construct لمين لل
+
+105
+00:06:35,970 --> 00:06:39,090
+genetic operatorsأتكلمنا من المرة السابقة قولنا ال
+
+106
+00:06:39,090 --> 00:06:41,330
+operators بتاعتنا فيه أهم شغل فيه عملية selection
+
+107
+00:06:41,330 --> 00:06:45,070
+كيف أنا ببدأ أجسد فكرة ال selection لل chromosomes
+
+108
+00:06:45,070 --> 00:06:48,770
+أنوى chromosome اللي أختاره ممكن تترجعوا للمحاضرة
+
+109
+00:06:48,770 --> 00:06:52,290
+السابقة عشان تعرفوها الجثة كانت بسيطة مجرد ال
+
+110
+00:06:52,290 --> 00:06:55,370
+roulette بنشتغل عليها حسب ال probability لكل واحدة
+
+111
+00:06:55,370 --> 00:06:58,330
+منها و ال probability حسبناها من الخطوة اللي
+
+112
+00:06:58,330 --> 00:07:01,760
+جابلها اللي هي ال chromosomePerformance اللي حكينا
+
+113
+00:07:01,760 --> 00:07:06,040
+عنها في الرقم أربعة تلاتة فال selection بدنا نتكلم
+
+114
+00:07:06,040 --> 00:07:08,680
+عن ال crossover برضه فيه لها probability و كيف أنا
+
+115
+00:07:08,680 --> 00:07:10,600
+أشتغل على ال probability هذه و كيف أحسب ال
+
+116
+00:07:10,600 --> 00:07:13,480
+probability و جداش بقدر أقول أن أه لك رمزهم هذا
+
+117
+00:07:13,480 --> 00:07:16,200
+بدي أعمله crossover ولا ماعملوش crossover برضه
+
+118
+00:07:16,200 --> 00:07:20,290
+يمكنكم الرجوع لمحاضرة السابقة ال mutationو ال
+
+119
+00:07:20,290 --> 00:07:24,490
+probability لل mutation بعدين بدنا نحدد مجموعة
+
+120
+00:07:24,490 --> 00:07:28,370
+parameters مهمة ال run ال run اللي هي كل ال a box
+
+121
+00:07:28,370 --> 00:07:32,490
+تبعتنا فجدش او بمعنى اخر generations ال
+
+122
+00:07:32,490 --> 00:07:35,490
+generations اكم generation محتاج طيب في كل
+
+123
+00:07:35,490 --> 00:07:38,670
+generation اكم ال chromosome محتاج فهذه كلها
+
+124
+00:07:38,670 --> 00:07:41,150
+parameters محتاجين ان اعرفها بكون عملت ال
+
+125
+00:07:41,150 --> 00:07:44,130
+construction ال .. ال .. ال .. ال construction
+
+126
+00:07:44,130 --> 00:07:47,010
+تبعنا اللي احنا محتاجينه عشان بعدك رقم اربعة نعمل
+
+127
+00:07:47,010 --> 00:07:52,670
+ال runنعمل run ف ال run بعمل كل الخطوات هذه و
+
+128
+00:07:52,670 --> 00:07:55,470
+بنرجع نكرر و نكرر و نكرر و دايما عيندي دايما بيكون
+
+129
+00:07:55,470 --> 00:07:59,150
+على أفضل حال ممكن بناء على ال criteria أو ال
+
+130
+00:07:59,150 --> 00:08:02,230
+fitness بناء على ال fitness دايما يكون أفضل
+
+131
+00:08:02,230 --> 00:08:04,850
+fitness ممكن إذا بعمل minimize فمعنى ذلك أنه لازم
+
+132
+00:08:04,850 --> 00:08:07,970
+ال objective تبعتي تكون أقل ما يمكن ال function
+
+133
+00:08:07,970 --> 00:08:12,220
+إذا كان بعمل maximize فلازم تكون أعلى ما يمكنتمام
+
+134
+00:08:12,220 --> 00:08:15,940
+نشوف ال case study بتاعتنا و نبدأ نفحصها بشكل واضح
+
+135
+00:08:15,940 --> 00:08:19,680
+الواضح انه شركة الكهربا خلينا نقول او الشركة اللي
+
+136
+00:08:19,680 --> 00:08:24,380
+احنا بيصددها و نتكلمها كشركة محتاجة تعمل جدولة
+
+137
+00:08:24,380 --> 00:08:30,040
+لعملية الصيانة في عندها سبعة units عندها سبعة
+
+138
+00:08:30,040 --> 00:08:38,970
+unitsهقول في عندي واحد اتنين تلاتة اربعة خمسة ستة
+
+139
+00:08:38,970 --> 00:08:45,730
+سبعة فعند ال unit الأولى هذه unit واحد اتنين تلاتة
+
+140
+00:08:45,730 --> 00:08:51,710
+اربعة خمسة ستة سبعة هدول بدهم سيانة بقدرش اسيبهم
+
+141
+00:08:52,290 --> 00:08:57,070
+ولا يوم إلا بالصيانة الصيانة هذه أني أعبيلها ال
+
+142
+00:08:57,070 --> 00:09:01,810
+fluid تبعها أن نشوف البوجيات يعني نشوف القطعة
+
+143
+00:09:01,810 --> 00:09:04,370
+تعتها نشوف الأسلاك تعتها مانحرجتش ولا مانحرجت ولا
+
+144
+00:09:04,370 --> 00:09:07,830
+مانحرجتش نعمل فحص دوري على جداش درجة الحرارة فيها
+
+145
+00:09:07,830 --> 00:09:11,870
+ال rotators شغالة ولا مش شغالة كل الصيانات الممكنة
+
+146
+00:09:11,870 --> 00:09:15,950
+فهذه لازم تطلع خارج الخدمة معناته أنا فقدتها في
+
+147
+00:09:15,950 --> 00:09:20,950
+فترة معينة فتم تقسيمها لأربع فترات أو intervals ال
+
+148
+00:09:20,950 --> 00:09:26,700
+intervals هذهبهذا الشكل خلال اليوم بدنا انجسمهم
+
+149
+00:09:26,700 --> 00:09:30,000
+خلينا نقول كل ست ساعات هي interval بالنسبالنا، كل
+
+150
+00:09:30,000 --> 00:09:33,080
+.. كل ست ساعات interval يعني say مثلا .. مثلا لو
+
+151
+00:09:33,080 --> 00:09:36,400
+قلنا بدي أبدأ من .. زهر جيت مثلا الساعة اتناشر،
+
+152
+00:09:36,400 --> 00:09:39,920
+بداية ال interval تبعتنا اتناشر الظهر، للست
+
+153
+00:09:39,920 --> 00:09:45,220
+المساء، ثم للاتناشر نص الليل، للست الصبح، من الست
+
+154
+00:09:45,220 --> 00:09:48,940
+الصبح لمين؟ للاتناشر الظهر، رجعنا كمان8 مرة for
+
+155
+00:09:48,940 --> 00:09:53,000
+example يعني هذا مثال فرضية خلّيني أقول الان ال
+
+156
+00:09:53,000 --> 00:09:57,620
+maximum load expected أثناء ال ال ال four
+
+157
+00:09:57,620 --> 00:10:01,500
+intervals هتكون كالتالي إيش يعني هذا الكلام ال
+
+158
+00:10:01,500 --> 00:10:05,300
+maximum load expected بمعنى أنا متوقع يكون في عندى
+
+159
+00:10:05,300 --> 00:10:10,320
+بال ميجا وات عدد واتات كذا لكل interval بحيث إن كل
+
+160
+00:10:10,320 --> 00:10:13,500
+interval استهلاكها بيختلف عن التانية بيختلف عن
+
+161
+00:10:13,500 --> 00:10:16,460
+التانية فلو افترضنا إن ال interval الأولى المفروض
+
+162
+00:10:16,460 --> 00:10:22,440
+يكون عندى مأمن80 ميجا وات في ال interval التاني
+
+163
+00:10:22,440 --> 00:10:26,720
+محتاجين يكون فيه 90 ميجا وات في ال interval
+
+164
+00:10:26,720 --> 00:10:34,360
+التالتة 65 ميجا وات في ال interval الرابعة 70 ميجا
+
+165
+00:10:34,360 --> 00:10:39,380
+وات تمام جسمناهمكل واحدة في ال interval بتاعتها
+
+166
+00:10:39,380 --> 00:10:43,000
+فهدولة لازم يتأمنوا بمعنى انه اذا بدي اطلع من اي
+
+167
+00:10:43,000 --> 00:10:46,940
+interval من ال intervals هدولة مولد او اتنين او
+
+168
+00:10:46,940 --> 00:10:50,080
+خمسة جد ما يكون بدي اطلحهم عشان اعملهم صيانة
+
+169
+00:10:50,080 --> 00:10:57,220
+المتبقي المفروض انه قادر انه يأمن الكمية هذه at
+
+170
+00:10:57,220 --> 00:11:01,460
+least لازم يكون معطيني الكمية هذه طيب هل فقط
+
+171
+00:11:01,460 --> 00:11:04,760
+الكمية هذه؟ لأ انا ممكن كمان الأمثلية الأولى
+
+172
+00:11:04,760 --> 00:11:08,730
+أفضلية الآن انه كيف انا ممكن يكون في عندىNet
+
+173
+00:11:08,730 --> 00:11:12,150
+Reserve أكبر ما يمكن بمعنى إحتياطي أكبر ما يمكن
+
+174
+00:11:12,150 --> 00:11:16,290
+أشحن فيه دوائر مختلفة نشحن فيه بطاريات نشحن فيه
+
+175
+00:11:16,290 --> 00:11:21,690
+على جنب اللي هي في فترة الانتقال من .. من واحدة
+
+176
+00:11:21,690 --> 00:11:25,390
+لواحدة تانية يكون فيه خلّيني أقول بطاريات شغالة
+
+177
+00:11:25,390 --> 00:11:29,130
+فمحتاج كمان أن يكون ال power system تبعي في
+
+178
+00:11:29,130 --> 00:11:35,170
+إحتياطي زيادة فمحتاج أعمل Maximize لمين؟ للإحتياطي
+
+179
+00:11:35,170 --> 00:11:38,970
+هي واضحة .. واضحت عندناTask مهمة إن أنا بدأ أعمل
+
+180
+00:11:38,970 --> 00:11:41,930
+maintenance و ال maintenance هذه لازم تكون يوميا
+
+181
+00:11:41,930 --> 00:11:47,410
+للسبعة لكن أكم واحد بقدر أطلع من الخدمة في كل
+
+182
+00:11:47,410 --> 00:11:51,500
+interval مش عارف و مين منهم بالظبط مش عارفليش؟ لأن
+
+183
+00:11:51,500 --> 00:11:55,760
+هذا ينطبق على مواصفات كل واحد فيهم مواصفات كل واحد
+
+184
+00:11:55,760 --> 00:11:58,960
+فيهم بحيث أنه لما أطلع ال interval نفسها تكون
+
+185
+00:11:58,960 --> 00:12:01,660
+مغطية حالها يعني ال interval اللي قوله يكون فيه ال
+
+186
+00:12:01,660 --> 00:12:05,500
+80 ميجا وات لازم تكون فيه ال 80 ميجا وات at least
+
+187
+00:12:05,500 --> 00:12:10,660
+طيب فانا محتاج أعمل هنا maximize ل ال net reserve
+
+188
+00:12:10,660 --> 00:12:15,080
+أو لاحتياطي الشبكة لاحتياطي على الشبكة بتاعتنا في
+
+189
+00:12:15,080 --> 00:12:18,940
+كل دورات ال أو ال maintenance period بتاعتنا الآن
+
+190
+00:12:19,780 --> 00:12:22,900
+كل واحدة من الوحدات هدولة جداش محتاجة عدد
+
+191
+00:12:22,900 --> 00:12:28,360
+interface لصيانتها و جداش قيمة الصافي اللي بتطلع ك
+
+192
+00:12:28,360 --> 00:12:35,300
+ميجا وات بحد ذاتها لحالها فالأولى بتطلع عشرين ميجا
+
+193
+00:12:35,300 --> 00:12:40,480
+وات التانية بتطلع خمستعش التالتة خمسة و تلاتين
+
+194
+00:12:40,480 --> 00:12:47,820
+الرابعة اربعين الخامسة خمستعش خمستعش و عشرة تمام
+
+195
+00:12:47,820 --> 00:12:52,010
+جداهنجد إيش، هذه كمان عاملة مهم جدا، اللي هو جداش
+
+196
+00:12:52,010 --> 00:12:56,170
+عدد ال intervals اللي مطلوب لصيانة الوحدة الواحدة،
+
+197
+00:12:56,170 --> 00:13:01,750
+أي وحدة منهم، لو محتاجة ساعة واحدة للصيانة، معناته
+
+198
+00:13:01,750 --> 00:13:04,190
+إن ال interval كاملة بدها تظل واقفة، الست ساعات
+
+199
+00:13:04,190 --> 00:13:06,930
+كاملين، مش هينفع أقولها و لا بعد ساعة بده أدخلها
+
+200
+00:13:06,930 --> 00:13:10,990
+تاني على الشغل، ال interval للصيانة كاملة ست
+
+201
+00:13:10,990 --> 00:13:15,550
+ساعات، فإذا قررت إنه بدي أطلحها صيانة، معناته على
+
+202
+00:13:15,550 --> 00:13:19,290
+الأجال بدها تاخد الست ساعات، interval كاملة،الكويس
+
+203
+00:13:19,290 --> 00:13:22,690
+ممكن بعضهم يكون لأ محتاج أكتر فخلينا نقول أن
+
+204
+00:13:22,690 --> 00:13:29,130
+الأولى والتانية المحط المولد الأول والتانى هدولة
+
+205
+00:13:29,130 --> 00:13:33,490
+أو الوحدة الأولى والتانية ممكن يكونوا محتاجين لأ
+
+206
+00:13:33,490 --> 00:13:38,130
+فترتين صيانةقد يكون مثلا هدول أجدام جدا في المحطة
+
+207
+00:13:38,130 --> 00:13:42,330
+مش حديثات زي الباجين فمحتاجين فترة صيانة بتزيد عن
+
+208
+00:13:42,330 --> 00:13:44,770
+الست ساعات معناه ذلك أنه دخلت في ال interval
+
+209
+00:13:44,770 --> 00:13:48,310
+التاني وقفا عن العمل هذه برضه مهمة جدا فإذا هنا
+
+210
+00:13:48,310 --> 00:13:53,270
+التوقف للصيانة لعملية ال maintenance اللي هي لل
+
+211
+00:13:53,270 --> 00:13:57,550
+intervals بتاعتنا محتاجين اتنين اتنين intervals
+
+212
+00:13:57,550 --> 00:14:00,630
+هنا اتنين intervals الباجي كله interval واحدة
+
+213
+00:14:00,630 --> 00:14:05,790
+كافيةلعملية الصيانة لعملية مين؟ صيانتها تمام
+
+214
+00:14:08,220 --> 00:14:12,300
+عملنا specification للproblem بهذا الشكل حطينا أول
+
+215
+00:14:12,300 --> 00:14:15,460
+نقطة خلصنا أول نقطة اللي هي ال specification طيب
+
+216
+00:14:15,460 --> 00:14:20,020
+أيضا خلصنا تاني نقطة متذكرين لما تكلمنا عن مين؟
+
+217
+00:14:20,020 --> 00:14:22,700
+بدنا نحدد ال problem domain بتاعتنا اللي هي بدنا
+
+218
+00:14:22,700 --> 00:14:25,160
+نبدأ نشتغل على ال fitness و ال criteria بتاعتنا ال
+
+219
+00:14:25,160 --> 00:14:27,220
+criteria حددنا لإن هنا انا بدي ال reserve او ال
+
+220
+00:14:27,220 --> 00:14:31,220
+net reserve الاحتياطي احتياطي maximized بده أعمله
+
+221
+00:14:31,220 --> 00:14:34,950
+فهنا حددنا ال optimum criteriaoptimal criteria
+
+222
+00:14:34,950 --> 00:14:38,910
+maximization لمين؟ للاحتياطي الآن بدنا نشوف ال
+
+223
+00:14:38,910 --> 00:14:41,950
+problem بتاعتنا كيف بدنا نمثل ال chromosome كيف
+
+224
+00:14:41,950 --> 00:14:47,650
+بدنا نمثل ال chromosome فهنقول الآن تمثيل ال ال
+
+225
+00:14:47,650 --> 00:14:51,650
+unit الأولى كيف بقدر أمثلها ال unit الأولى ال unit
+
+226
+00:14:51,650 --> 00:14:56,970
+الأولى إما أنه أطلعها خارج الخدمة في ال interval
+
+227
+00:14:56,970 --> 00:14:59,370
+الأولى و التانية لأنها محتاجة ال two intervals
+
+228
+00:14:59,370 --> 00:15:04,930
+فممكن ال two intervals هدول أو التانية و التالتةأو
+
+229
+00:15:04,930 --> 00:15:09,970
+التالتة والربعة بهذا الشكل بنقدر نقول انه كل ال
+
+230
+00:15:09,970 --> 00:15:15,060
+possibilities بتاعتها هي كالتالي يا امارايحة
+
+231
+00:15:15,060 --> 00:15:19,100
+للصيانة في الـ interval الأولى والتانية وشغالة في
+
+232
+00:15:19,100 --> 00:15:22,240
+التالتة والرابعة فهذا جدول الصيانة يعني الواحد ان
+
+233
+00:15:22,240 --> 00:15:26,960
+والله ال .. ال .. ال .. ال binary one معناته ان هي
+
+234
+00:15:26,960 --> 00:15:31,440
+في الصيانة كويسة او الصيانة بتاعتها في اتنين و
+
+235
+00:15:31,440 --> 00:15:33,860
+تلاتة او الصيانة بتاعتها في اربع .. في تلاتة
+
+236
+00:15:33,860 --> 00:15:37,640
+واربعة ونفس الكلام للوحدة التانية نفس الفكرة فهذه
+
+237
+00:15:37,640 --> 00:15:42,240
+هي ال possibilities الممكنة ل .. ل .. لأول متغير
+
+238
+00:15:42,240 --> 00:15:45,270
+من المتغيرات بتاعتنا اللي هي ال unit oneتمام ال
+
+239
+00:15:45,270 --> 00:15:49,110
+unit one و two كمان ال unit تلاتة وهذا يتفق مع
+
+240
+00:15:49,110 --> 00:15:51,790
+تلاتة أربعة خمسة ستة سبعة ليش لأنهم محتاجين
+
+241
+00:15:51,790 --> 00:15:54,290
+interval واحدة فإذا ال interval أما تكون الأولى أو
+
+242
+00:15:54,290 --> 00:15:57,230
+التانية أو التارتة أو الرابعة أي واحدة منهم نفس
+
+243
+00:15:57,230 --> 00:16:03,560
+الكلام ينطبق على كله على الكل هذالكل variable لكل
+
+244
+00:16:03,560 --> 00:16:06,880
+variable لحاله طيب المرة اللي فاتت لما كنا بنتكلم
+
+245
+00:16:06,880 --> 00:16:11,160
+عندي multivariable كان عندي X و Y كنا بناخد X جديش
+
+246
+00:16:11,160 --> 00:16:14,060
+كيف بقدر امثله ال binary و Y جديش كيف بقدر امثله
+
+247
+00:16:14,060 --> 00:16:17,720
+ال binary وحطناهم جانب بعض في chromosome واحد لأن
+
+248
+00:16:17,720 --> 00:16:19,960
+هذا ال chromosome الواحد المفروض الحل لكل
+
+249
+00:16:19,960 --> 00:16:23,780
+المتغيرات أنا باخدش متغير متغير للكل كامل على بعضه
+
+250
+00:16:23,780 --> 00:16:28,700
+فإذا ممكن ناخد مثلا من ال unit الأولى ناخد هذا
+
+251
+00:16:28,700 --> 00:16:33,570
+الحلطبعا random ليه؟ أنا ماعنديش الحقيقة .. رؤية
+
+252
+00:16:33,570 --> 00:16:36,850
+واضحة أنه أنه الصح وإلا ليش أعمل genetic algorithm
+
+253
+00:16:36,850 --> 00:16:39,470
+أصلا ف random ليه؟ بشكل random ليه؟ ممكن ناخد
+
+254
+00:16:39,470 --> 00:16:49,350
+الأولى ناخد هنا التالتة مثلا هنا التالتة ماخد ناخد
+
+255
+00:16:49,350 --> 00:16:57,750
+بالنسبة لها رقم تلاتة الرابعة هنا الأولى التانية
+
+256
+00:16:59,680 --> 00:17:04,560
+التالتة ثم الأولى بشكل Randomly يعني يعني هنا
+
+257
+00:17:04,560 --> 00:17:07,280
+مادججوش كتير أنه والله تحاولوا تشتهدوا فيها كتير
+
+258
+00:17:07,280 --> 00:17:11,580
+بشكل Randomly وخليها تطلع زي ما تطلع فهدولة بنحطهم
+
+259
+00:17:11,580 --> 00:17:13,680
+هيك Sequence ورا بعض بحيث أن ال unit و الولد تاني
+
+260
+00:17:13,680 --> 00:17:15,860
+التالتة الرابعة الخمسة السادسة السابعة هيك ال
+
+261
+00:17:15,860 --> 00:17:20,730
+sequence كله على بعض وصار كرومزوم حل ممكنهذا حل
+
+262
+00:17:20,730 --> 00:17:26,190
+ممكن لكن جداش ال performance تاع الحل هذا هو هذا
+
+263
+00:17:26,190 --> 00:17:29,350
+اللي بدنا نكمله الآن في باقي الخطوات أما مبدأيا ك
+
+264
+00:17:29,350 --> 00:17:33,050
+chromosome لل scheduling problem بهذا الشكل بيطلع
+
+265
+00:17:33,050 --> 00:17:37,470
+طيب ممكن أعمل احتمالات أخرى و أطلع sequence أخر
+
+266
+00:17:37,470 --> 00:17:42,250
+أقول مثلا هذا مع .. مع هذه .. مع هذه .. مع هذه ..
+
+267
+00:17:42,250 --> 00:17:44,110
+مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه ..
+
+268
+00:17:44,110 --> 00:17:44,110
+مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه ..
+
+269
+00:17:44,110 --> 00:17:44,110
+مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه ..
+
+270
+00:17:44,110 --> 00:17:44,370
+مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه ..
+
+271
+00:17:44,370 --> 00:17:44,550
+مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه ..
+
+272
+00:17:44,550 --> 00:17:44,550
+مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه ..
+
+273
+00:17:44,550 --> 00:17:44,610
+مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه ..
+
+274
+00:17:44,610 --> 00:17:44,610
+مع هذه .. مع هذه .. مع هذه .. مع هذه .. مع هذه ..
+
+275
+00:17:44,610 --> 00:17:46,970
+مع هذه .. مع هذه .. مع
+
+276
+00:17:49,970 --> 00:17:54,850
+مش هيك؟ طيب أكمل كرمزوم أعمل حسب ال size تبع ال
+
+277
+00:17:54,850 --> 00:17:59,370
+population ف ال population تبعتنا غير ال
+
+278
+00:17:59,370 --> 00:18:03,350
+generation قدش بدي عدد الكرمزوم داخلها في الجيل
+
+279
+00:18:03,350 --> 00:18:07,270
+الواحد في ال generation الواحدة بعمل creation أو
+
+280
+00:18:07,270 --> 00:18:11,710
+بعمل بشكل random طبعا لعدد من الكرمزوم اتحقق ليه
+
+281
+00:18:11,710 --> 00:18:15,270
+عدد الكرمزوم في الجيل الواحد أو في ال generation
+
+282
+00:18:15,270 --> 00:18:21,190
+الواحدةوبنحطهم مع بعض طيب عشان نروح للخطوة التانية
+
+283
+00:18:21,190 --> 00:18:25,470
+والمهمة اللي هي عملية ال cross cross over cross
+
+284
+00:18:25,470 --> 00:18:28,430
+over operation في ال cross over operation كنا
+
+285
+00:18:28,430 --> 00:18:31,890
+بنقول إيش أنه في عندي احتمال لل cross over
+
+286
+00:18:31,890 --> 00:18:35,390
+operation فانا بختار تنتين تنتين أخدنا ال parent
+
+287
+00:18:35,390 --> 00:18:39,010
+الأولى والتانية هي هدولة تنتينوروح نعملنا عملية
+
+288
+00:18:39,010 --> 00:18:43,910
+حسابية أنه والله أعمللي generation لرقم من واحد
+
+289
+00:18:43,910 --> 00:18:48,810
+مثلا لمية إذا الواحد من واحد لمية هتطلع أقل من
+
+290
+00:18:48,810 --> 00:18:53,450
+سبعين تمام أقل من سبعين خلاص معناته بدنا نعمل
+
+291
+00:18:53,450 --> 00:18:58,290
+crossoverفإذن هي مبدأيا أخدنا قرار أعمل ولا
+
+292
+00:18:58,290 --> 00:19:01,250
+ماعملش، بناء على إيش؟ على حاجة سمناها الـ
+
+293
+00:19:01,250 --> 00:19:03,870
+Probability لـCrossover أو الـCrossover
+
+294
+00:19:03,870 --> 00:19:06,590
+Probability مش هيكم الذاكرين بهذا الكلام؟ بدنا
+
+295
+00:19:06,590 --> 00:19:10,330
+نرجع معناته للمحاضرة السابقة تمام خلصناه، الآن
+
+296
+00:19:10,330 --> 00:19:14,640
+الشيء التانيمن وين تريد ان تقوم بـ crossover؟ لا
+
+297
+00:19:14,640 --> 00:19:20,780
+يمكنني أن أقوم بـ crossover داخل حل لـ unit كاملة،
+
+298
+00:19:20,780 --> 00:19:24,780
+كوحدة كاملة، لا أنا أتعامل مع ال unit واحدة كاملة،
+
+299
+00:19:24,780 --> 00:19:29,520
+لا يمكنني أن أقوم من نص أعمل قطع هنا، لكي نقوم بـ
+
+300
+00:19:29,520 --> 00:19:32,560
+crossover، لا الـ crossover يجب أن يكون على يمينه
+
+301
+00:19:32,560 --> 00:19:38,380
+عدد ال units سليم وعلى شماله عدد ال units سليمتمام
+
+302
+00:19:38,380 --> 00:19:41,700
+فإذا كل اللي بنعمله ان وين بالظبط هنقول عندي
+
+303
+00:19:41,700 --> 00:19:44,820
+معناته واحدة هما سبعة معناته فيها اندي ست احتمالات
+
+304
+00:19:44,820 --> 00:19:48,960
+مش هيك احنا مبدأيا قررنا ان الفاصلة السابعة هذه ال
+
+305
+00:19:48,960 --> 00:19:53,540
+probability 0.7 اتحققت نتيجة انه والله عملنا
+
+306
+00:19:53,540 --> 00:19:59,700
+randomly selection لرقم اطلع اقل من 70طبعا او اكبر
+
+307
+00:19:59,700 --> 00:20:03,160
+من 38 يعني انتوا احرار او ممكن تعملوا اكتر من 30
+
+308
+00:20:03,160 --> 00:20:08,540
+المهم انه ال .. ال .. الكيس تبع الموافقة بديكون
+
+309
+00:20:08,540 --> 00:20:12,660
+فاصلة سبعة و الكيس تبع الرفض فاصلة تلاتة اذا بدنا
+
+310
+00:20:12,660 --> 00:20:16,940
+نتعامل معاها كحصص فهذه حصتها انه ارفض ال crossover
+
+311
+00:20:16,940 --> 00:20:21,210
+وهذه حصتها انه اجبر ال crossover المهمطلع انه اقبل
+
+312
+00:20:21,210 --> 00:20:24,450
+ال crossover فبكون في اندي ست احتمالات ممكنة واحد
+
+313
+00:20:24,450 --> 00:20:29,330
+اتنين تلاتة اربعة خمسة ستة بنعمل برضه randomly
+
+314
+00:20:29,330 --> 00:20:35,150
+لرقم من واحد لستة طلع هنا مثلا جديش طلع اربعة عشان
+
+315
+00:20:35,150 --> 00:20:38,530
+نظل ماشيين مثلا مع المثال تبعنا طلع اربعة معناته
+
+316
+00:20:38,530 --> 00:20:42,050
+ال crossover بدنا نعمل وين بعد اربعة units فباخد
+
+317
+00:20:42,050 --> 00:20:46,160
+ال unit الأولى التانية التالتة الرابعة وبقطعو
+
+318
+00:20:46,160 --> 00:20:49,620
+بيظلوا التلاتة المتبقين وهنا نفس الكلام ال unit
+
+319
+00:20:49,620 --> 00:20:54,860
+لعند الرابع و بقطع و بنبادل بنعمل عملية crossing
+
+320
+00:20:54,860 --> 00:21:01,160
+هذه بتيجي بتكمل مع هذه و هذه بتكمل مع هذه فش أكتر
+
+321
+00:21:01,160 --> 00:21:06,600
+من هيك فهذه هيها نزلت كما هي بس مع مين؟ مع الأولى
+
+322
+00:21:06,600 --> 00:21:10,580
+مع النص الأول و هذه نفس الكلام نزلت و أخدت النص
+
+323
+00:21:10,580 --> 00:21:16,180
+بتاع الأول معاها كتانىتمام ان عمل ال crossover فمن
+
+324
+00:21:16,180 --> 00:21:19,900
+ال parent one و ال parent two طلع عند ال child one
+
+325
+00:21:19,900 --> 00:21:28,540
+و ال child two تمام جدا الان هل كملنا ال .. ال ..
+
+326
+00:21:28,540 --> 00:21:31,740
+ال size تبع ال population تبعنا ان والله احنا هيك
+
+327
+00:21:31,740 --> 00:21:34,820
+من اتنين ال parents اللي عملناهم selection بنفس
+
+328
+00:21:34,820 --> 00:21:38,640
+القلية السابقة اخدنا children رقم واحد و اتنين صار
+
+329
+00:21:38,640 --> 00:21:43,060
+عند اتنين ل .. ل new generation هل هم كافين؟معناته
+
+330
+00:21:43,060 --> 00:21:47,140
+بدي اعرف جدش قيمة N هذه اللي هو عدد ال chromosomes
+
+331
+00:21:47,140 --> 00:21:50,240
+في كل جيل لأ ماكملوش معناته بنعمل selection ل two
+
+332
+00:21:50,240 --> 00:21:54,240
+parents اجداد و بنعمل نفس العملية كمان مرة تمام
+
+333
+00:21:54,240 --> 00:22:00,890
+طيب هل بعد ما اخلص كلهو أرجع أعمل إعادة عليه لـ
+
+334
+00:22:00,890 --> 00:22:05,150
+mutation ممكن أو أنه في لحظتها مباشرة أعمل عملية
+
+335
+00:22:05,150 --> 00:22:08,990
+ال mutation احتمالية ال mutation و قولنا ان هي
+
+336
+00:22:08,990 --> 00:22:12,670
+احتمالية قليلة عادة واحد من مائة لواحد من الف نجي
+
+337
+00:22:12,670 --> 00:22:16,610
+نعملها نطبقها فبقول أنا الآن بفحص child number one
+
+338
+00:22:16,610 --> 00:22:22,080
+و أعمل randomization إذا والله طلعرقم معين من
+
+339
+00:22:22,080 --> 00:22:26,380
+الميت رقم اللي هو الأرقام من واحد لتسعة من واحد
+
+340
+00:22:26,380 --> 00:22:31,260
+لمية او من صفر لتسعة وتسعين اقول والله تلاتين اذا
+
+341
+00:22:31,260 --> 00:22:35,760
+طلعت تلاتين معناته ال chance كان واحد على مية طلع
+
+342
+00:22:35,760 --> 00:22:39,930
+معناته لازم اعمل mutation هناأو واحد من ألف معناه
+
+343
+00:22:39,930 --> 00:22:43,090
+انت بتعمل generation لرقم من واحد لألف مثلا كويس
+
+344
+00:22:43,090 --> 00:22:48,770
+فمعنا ذلك بقول هنا بتعمل ايش؟ بتعمل .. بتعمل
+
+345
+00:22:48,770 --> 00:22:52,330
+mutation خليني اتوقع ال mutation جاي على .. اه
+
+346
+00:22:52,330 --> 00:22:55,690
+خليني هنا يعني بدنا نعمل ال mutation عشان تكون
+
+347
+00:22:55,690 --> 00:23:00,510
+واضحة معناه الان ال mutation هذا مابنفع اجي اعمل
+
+348
+00:23:00,510 --> 00:23:05,870
+ال mutation لجين لحاله لأ انا باخد unit كاملة unit
+
+349
+00:23:05,870 --> 00:23:11,420
+كاملة فمبدئياطلع انه في احتمالية الواحد من مية هذه
+
+350
+00:23:11,420 --> 00:23:16,320
+true ل ال chromosome هذا يعني بدي اعمله mutation
+
+351
+00:23:16,320 --> 00:23:19,000
+تمام اتفقنا بدي اعمل ال mutation وين اعمل ال
+
+352
+00:23:19,000 --> 00:23:23,700
+mutation السؤال الأفضل ان اقول لأني unit اعمل ال
+
+353
+00:23:23,700 --> 00:23:27,140
+mutation لأني unit فباشي بعمل برضه probability
+
+354
+00:23:27,140 --> 00:23:30,920
+لواحد من سبعةطلعت تلاتة فإذا بقول هنا بده اعمل
+
+355
+00:23:30,920 --> 00:23:34,920
+mutation بدنا نعمل هنا mutation طيب ال mutation
+
+356
+00:23:34,920 --> 00:23:38,900
+اللي بده اعمله هنا مش زي السابق مجرد صفر اجلبه
+
+357
+00:23:38,900 --> 00:23:42,580
+واحد او واحد اجلبه صفر لإنه مش منطقي اطلاقا مش
+
+358
+00:23:42,580 --> 00:23:45,720
+منطقى ان اقول والله هيها دي صفر اجلبها واحد صارت
+
+359
+00:23:45,720 --> 00:23:51,060
+صفر واحد واحد صفر يعني صار بدي اتنينintervals عشان
+
+360
+00:23:51,060 --> 00:23:54,220
+اعمل صيانة لل unit تلاتة طب ال unit تلاتة مش
+
+361
+00:23:54,220 --> 00:23:56,980
+محتاجة ل interval واحدة ليش انتوا حاطيتها اتنين
+
+362
+00:23:56,980 --> 00:24:00,520
+عشان هيك ايش اللي بتحصل هنا اللي بتحصل كتالي مدام
+
+363
+00:24:00,520 --> 00:24:03,460
+انا بدأ اعمل ال mutation بشوف جدش ال possibilities
+
+364
+00:24:03,460 --> 00:24:07,900
+الممكنة لل unit تلاتةاليون التلاتة كانت لها أربعة
+
+365
+00:24:07,900 --> 00:24:13,560
+possibilities أما في ال interval الأولى أو التانية
+
+366
+00:24:13,560 --> 00:24:16,880
+أو التالتة أو الرابعة تمام؟ تمام طيب أنا هنا في ال
+
+367
+00:24:16,880 --> 00:24:20,520
+interval رقم اتنين معناه ذلك بستبعد اتنين و بعمل
+
+368
+00:24:20,520 --> 00:24:26,020
+احتمالية من واحد لتلاتة او من واحد تلاتة أربعة و
+
+369
+00:24:26,020 --> 00:24:29,340
+بستثني لتنين بطلّعلي يا واحد يا تلاتة يا أربعة
+
+370
+00:24:29,340 --> 00:24:35,260
+بحيث انه نفترض طلعلي أربعة فإذا بشيل الاتنينوبحط
+
+371
+00:24:35,260 --> 00:24:38,240
+مكانها الأربعة اللي هو ال interval يكون في ال unit
+
+372
+00:24:38,240 --> 00:24:42,440
+رقم أربعة هيك صار في mutation عملنا mutation بس
+
+373
+00:24:42,440 --> 00:24:47,620
+mutation صحيحة مش mutation تطلع لنتائج خطأ مش تطلع
+
+374
+00:24:47,620 --> 00:24:51,560
+لنتائج خطأ عشان هيك مهم جدا عملت ال specification
+
+375
+00:24:51,560 --> 00:24:54,620
+من الأول لل problem أكون أنا فاهم لو problem تبعتي
+
+376
+00:24:54,620 --> 00:24:58,920
+كيف شكلها كيف بدنا نعمله ل scheduling بالظبطتمام
+
+377
+00:24:58,920 --> 00:25:05,660
+هذا الكلام تكرر .. بنكرر فيه .. بنكرر فيه بحيث انه
+
+378
+00:25:05,660 --> 00:25:09,760
+يكون في عنده خمسين generation تمام؟ الخمسين
+
+379
+00:25:09,760 --> 00:25:14,120
+generation هدولة في كل generation في عندي عشرين
+
+380
+00:25:14,120 --> 00:25:17,500
+chromosome فإذا ال size تبعه لل population تبعتنا
+
+381
+00:25:17,500 --> 00:25:22,240
+هو عشرين chromosome و بنستمر بهذا الشكل و بنشوف ال
+
+382
+00:25:22,240 --> 00:25:26,080
+performance تبعت ال fitness كيف تتحرك طيب إيش يعني
+
+383
+00:25:26,080 --> 00:25:29,270
+ال performance ال fitness؟عارفين إيش يعني كلمة ال
+
+384
+00:25:29,270 --> 00:25:32,990
+performance بتاعة ال fitness هذه؟ معناها جديش قيمة
+
+385
+00:25:32,990 --> 00:25:38,590
+ال maximum لل net reserve للاحتياطي و أنا محتاج
+
+386
+00:25:38,590 --> 00:25:46,950
+اتزيد كل مرة اتكون بزيادة فإذا نبدأ ان نشتغل و
+
+387
+00:25:46,950 --> 00:25:51,850
+نعمل العمليات بتاعتنا و في كل كرمزومة بيطلع .. إيش
+
+388
+00:25:51,850 --> 00:25:57,280
+بسوي؟ بحسب لل interval الأولىالمفروض يطلع ال unit
+
+389
+00:25:57,280 --> 00:26:02,300
+مثلا 1 و 2 و 5 طيب الباقي جداش قيمتهم .. قيمتهم هل
+
+390
+00:26:02,300 --> 00:26:07,760
+بتكمل 80؟ ممكن تكون أكبر من ال 80 طيب جداش أكبر من
+
+391
+00:26:07,760 --> 00:26:11,400
+ال 80؟ لأنه جداش أكبر من 80 فهذا يعتبر احتياطي
+
+392
+00:26:11,400 --> 00:26:15,480
+احتياطي إنتاج الطاقة اللي موجود أنا محتاج أزوده
+
+393
+00:26:15,480 --> 00:26:18,620
+أعلى ما يمكن هذا ال interval الأولى طيب ال
+
+394
+00:26:18,620 --> 00:26:23,180
+interval التانية نفس الكلامباجي بشوف ال sequence
+
+395
+00:26:23,180 --> 00:26:26,340
+تبعنا ال sequence تبعنا هذا كيف بنقراه عشان نصل
+
+396
+00:26:26,340 --> 00:26:30,440
+لهذا الكلام كالتالي هقول ان ال interval الأولى
+
+397
+00:26:30,440 --> 00:26:38,220
+هيها interval الأولى interval أولى أولى أولى أولى
+
+398
+00:26:38,220 --> 00:26:45,760
+أولى المفروض ال unit الأولى و ال unit السابعة
+
+399
+00:26:45,760 --> 00:26:50,540
+يطلعوا خارج الخدمة للصيانةيطلعوا للصيانة معنا ذلك
+
+400
+00:26:50,540 --> 00:26:55,780
+انه باقي ال units هي اللي هتكون شغالة ببساطة جدا
+
+401
+00:26:55,780 --> 00:26:59,840
+ال unit الأولى والسبعة بنطلعهم وبنشوف باقي ال
+
+402
+00:26:59,840 --> 00:27:04,900
+units جداش قيمتهم وجداش مجموعة قيمهم تبعد عن
+
+403
+00:27:04,900 --> 00:27:10,360
+التمانين فالفرق هيكون عبارة عن احتياطي هيكون عبارة
+
+404
+00:27:10,360 --> 00:27:14,720
+عن احتياطي مدام طلعنا ال unit واحد وطلعنا ال unit
+
+405
+00:27:14,720 --> 00:27:19,600
+عشرةكويس و بقى باينة تمام الان بنروح لل interval
+
+406
+00:27:19,600 --> 00:27:24,360
+التاني نفس الكلام لل interval رقم اتنين هيكون في
+
+407
+00:27:24,360 --> 00:27:27,960
+عندي واحد بدها تطلع و اتنين بدها تطلع تلاتة بدها
+
+408
+00:27:27,960 --> 00:27:34,850
+تطلع و اربعة بدها تطلع تمام الان ما تبقىواللي هي
+
+409
+00:27:34,850 --> 00:27:40,790
+هنا الخمسة خمسة فإذا أربعة وستة وسبعة هيظلوا
+
+410
+00:27:40,790 --> 00:27:46,030
+متبقين في الخدمة هل أربعة ستة سبعة تكفي أنها
+
+411
+00:27:46,030 --> 00:27:49,670
+تعطينا التسعين في المية تسعين ميجا وات طيب إذا
+
+412
+00:27:49,670 --> 00:27:53,690
+تكفي جدش الفائض جدش الفائض اللي يعتبر احتياطي صار
+
+413
+00:27:53,690 --> 00:27:59,810
+اللي يعتبرزايد عندي في العملية تاعتنا فالاحتياطي
+
+414
+00:27:59,810 --> 00:28:02,970
+هذا مهم جدا هو اللي بدنا نعمله maximization الآن
+
+415
+00:28:02,970 --> 00:28:06,650
+حسبنا للأولى و التانية و التالتة و الرابعة فإذا
+
+416
+00:28:06,650 --> 00:28:10,730
+بقدر أقول إن الاحتياطي لليوم كله هي أقل واحدة منهم
+
+417
+00:28:10,730 --> 00:28:16,390
+هي الأقل منهم فأنا ضامن إنه في خلال اليوم هذا أقل
+
+418
+00:28:16,390 --> 00:28:21,030
+واحدة منهم هي مضمونة إن كل اليوم عندي فيه قيمة
+
+419
+00:28:21,030 --> 00:28:25,540
+احتياطي بهذا القيمةطبعا ال interval تاني ممكن
+
+420
+00:28:25,540 --> 00:28:29,080
+تزيد، بس أنا بتكلم عن الحد الأقل منها، الحد الأقل
+
+421
+00:28:29,080 --> 00:28:33,960
+منها، وهذا هو اللي هنتكلم عنه كقيمة ال performance
+
+422
+00:28:33,960 --> 00:28:37,920
+هنا، اللي هو الحد الأقل من الأربع intervals، من
+
+423
+00:28:37,920 --> 00:28:41,080
+الأربع intervals، فبقدر أقول بدأنا بقيمة، بقيمة
+
+424
+00:28:41,080 --> 00:28:43,520
+معينة، بقيمة معينة، هنا طبعا بالسالب معناته أن كان
+
+425
+00:28:43,520 --> 00:28:47,220
+فيه عجزيعني بدأنا بعجز إن واحدة من الـ Intervals
+
+426
+00:28:47,220 --> 00:28:49,940
+دولة ماكنتش مكمل خلّيني أقول مثلا الـ Interval
+
+427
+00:28:49,940 --> 00:28:53,760
+التانية محتاجين تسعين ميجا وات ففي التسعين ميجا
+
+428
+00:28:53,760 --> 00:28:57,600
+وات وجدنا إنه لأ أنا فعليا التبقى عندى بعد ما طلعت
+
+429
+00:28:57,600 --> 00:29:02,790
+مجموعة للخدمةكانوا سبعين معناته في عندي عجز عشرين
+
+430
+00:29:02,790 --> 00:29:06,790
+العجز عشرين هذا مانفعنيش وجدنا ان في عجز عشرة فهي
+
+431
+00:29:06,790 --> 00:29:11,470
+مانس عشرة سالب عشرة لأ حسننا شويه في ال generation
+
+432
+00:29:11,470 --> 00:29:13,970
+اللي وراها و اللي وراها و اللي وراها صار فيه ناقص
+
+433
+00:29:13,970 --> 00:29:17,510
+خمسين هنا صفر صفر معناته ان واحدة من الأربع
+
+434
+00:29:17,510 --> 00:29:21,150
+intervals دي كانت على الحد بالظبط على الحد بالظبط
+
+435
+00:29:21,150 --> 00:29:24,550
+كله كان فيه زيادة لكن افترض التانية كانت تسعين
+
+436
+00:29:24,550 --> 00:29:30,180
+بالظبط فخلاص أنا بتكلم عن تسعينzero فإذا كاحتياطي
+
+437
+00:29:30,180 --> 00:29:35,000
+توفر عندي هو صفر كويس و هكذا استمرت معانا بهذا
+
+438
+00:29:35,000 --> 00:29:37,340
+الشكل و زي ما قلنا من المرة اللي فاتت هذا المتوسط
+
+439
+00:29:37,340 --> 00:29:42,180
+متوسط كل ال chromosomes اللي داخل الجيل الأول
+
+440
+00:29:42,180 --> 00:29:45,380
+للجيل نفسه في هذه ال generations داخل ال
+
+441
+00:29:45,380 --> 00:29:48,020
+generation الواحدة هذه مجموعة ال generations كويس
+
+442
+00:29:48,020 --> 00:29:52,400
+لكن الأحمر هذا هي أفضل gene أفضل chromosome عفوا
+
+443
+00:29:52,400 --> 00:29:56,920
+أفضل chromosome من العشرين chromosome داخلداخل
+
+444
+00:29:56,920 --> 00:30:00,680
+مين؟ داخل ال generation، داخل الجيل ككل، فعادة
+
+445
+00:30:00,680 --> 00:30:04,580
+بكون أفضل واحد قيمته عالية وابتنزلش، ليش ابتنزلش؟
+
+446
+00:30:04,580 --> 00:30:07,020
+بكل بساطة، قلناها المرة اللي فاتت برضه، لأنه أنا
+
+447
+00:30:07,020 --> 00:30:10,240
+بضلني مخزنه على أساس إنه في الجيل اللي وراه، هل
+
+448
+00:30:10,240 --> 00:30:14,680
+إجا أحسن منه ولا مجاش؟إذا في أحسن منه بنستبدله
+
+449
+00:30:14,680 --> 00:30:19,900
+معناته إذا أنا بعمل maximization مستحيل هتجل
+
+450
+00:30:19,900 --> 00:30:23,740
+مستحيل هتجل لأ بالعكس أنا متوقع إنه تزيد في أسوأ
+
+451
+00:30:23,740 --> 00:30:27,240
+الأحوال يظل كما هو فخلاص باخده كحل في النهاية وهذا
+
+452
+00:30:27,240 --> 00:30:32,760
+اللي حصل معانا الحقيقة ثبتت عند الخمستعش خمستعش
+
+453
+00:30:32,760 --> 00:30:37,540
+بمعنى إنه حسب الجدولة اللي طلعت عندنا وهذا الوقت
+
+454
+00:30:37,540 --> 00:30:42,120
+هنشوف إيش هي الجدولة بالظبطحسب جدولة معينة طلعت
+
+455
+00:30:42,120 --> 00:30:48,760
+عنها فكان الفائض قيمته 15 كحد أدنى كحد أدنى من
+
+456
+00:30:48,760 --> 00:30:52,420
+الأربع intervals من الأربع intervals طيب هات بدنا
+
+457
+00:30:52,420 --> 00:30:55,260
+نمسك الحل اللي طلعلي هذا الكلام اللي هو الخط
+
+458
+00:30:55,260 --> 00:30:59,850
+الأحمر بدنا نمسكهطبعا ناخد بالنا بس من المواصفات
+
+459
+00:30:59,850 --> 00:31:02,570
+اللي فوق هذه مجموعة ال parameters اللي مهمة جدا
+
+460
+00:31:02,570 --> 00:31:06,430
+انه في عند ال N هنا قيمتها عشرين عشرين ايش يعني
+
+461
+00:31:06,430 --> 00:31:12,990
+عشرين يعني عدد الكروموزومس في الجيل الواحد ال PC 0
+
+462
+00:31:12,990 --> 00:31:17,050
+.7 معناه ذلك انه هاد ال cross over probability و
+
+463
+00:31:17,050 --> 00:31:21,790
+ال PM او ال mutation probability واحد من الف تمام
+
+464
+00:31:21,790 --> 00:31:25,500
+هل وجد الرسم اللي موجودة قدامك تحت هنا ال blockالـ
+
+465
+00:31:25,500 --> 00:31:29,520
+block اللي تحت هذا هو الحل حقيقة هذا هو الحل كيف
+
+466
+00:31:29,520 --> 00:31:34,400
+هو الحل الجزء الرمادي هنا اللي في الأسفل هذا هو ال
+
+467
+00:31:34,400 --> 00:31:37,600
+required هذا جزء ال required اللي في الأسفل تحت
+
+468
+00:31:37,600 --> 00:31:41,860
+هتيجي تتطلع هنجد انه في ال interval الأولى محتاج
+
+469
+00:31:41,860 --> 00:31:48,050
+80 فالحد هو عند ال 80في ال interval الأولى طيب ال
+
+470
+00:31:48,050 --> 00:31:50,490
+interval التانى محتاج تسعين فهتلاقي انه في ال
+
+471
+00:31:50,490 --> 00:31:54,750
+interval رقم اتنين الحد الرمادي عند التسعين لأن
+
+472
+00:31:54,750 --> 00:31:58,290
+هذا ال required المفروض ان الحال ماينزلش عن هذه
+
+473
+00:31:58,290 --> 00:32:01,930
+القيام لكل interval ال interval التالت عند الخمسة
+
+474
+00:32:01,930 --> 00:32:05,970
+وستين فالحد الرمادي عند الخمسة وستين او الحد اللى
+
+475
+00:32:05,970 --> 00:32:11,840
+موجود عندى ثم السبعين تمامالان الحل اللى موجود انه
+
+476
+00:32:11,840 --> 00:32:14,600
+فى ال interval الاولى و اللى طلع ليه قيمة الخمستاش
+
+477
+00:32:14,600 --> 00:32:19,360
+هذى كافضل حل حتى الان انه ال unit أربعة و خمسة وهي
+
+478
+00:32:19,360 --> 00:32:26,720
+مكتوبين عندك باللون اللى هو الأزرق الفاتح أربعة و
+
+479
+00:32:26,720 --> 00:32:31,470
+خمسة فإذا طلعنا أربعة و خمسةهذه أربعة وين أربعة و
+
+480
+00:32:31,470 --> 00:32:34,850
+خمسة هاتوا نجيب لون تاني و نطلحهم عساس انه راحوا
+
+481
+00:32:34,850 --> 00:32:36,910
+الصيانة هذه أربعة و خمسة في ال interval الأولى
+
+482
+00:32:36,910 --> 00:32:41,490
+راحوا الصيانة مبدأيا كل مجموحهم هدول على بعض
+
+483
+00:32:41,490 --> 00:32:44,610
+براحتكوا طبعا جمعوهم لو جمعتوا كل ال units على
+
+484
+00:32:44,610 --> 00:32:50,530
+بعضها جدش بتطلع بتطلع مية و خمسينميجا واط الان لما
+
+485
+00:32:50,530 --> 00:32:54,370
+طلعت منهم اربعة وخمسة اللي هي جدش قيمها اربعين
+
+486
+00:32:54,370 --> 00:32:58,650
+وخمستاشر في عند الاربعين وفي عند الخمستاشر لو
+
+487
+00:32:58,650 --> 00:33:02,190
+شيلنا الاربعين بيظل مية وعشرة وانشيل الخمستاشر
+
+488
+00:33:02,190 --> 00:33:09,060
+منهم بيظل خمسة وتسعين خمسة وتسعين فحاجدإنه إخراج
+
+489
+00:33:09,060 --> 00:33:14,900
+ال unit 4 و ال unit 5 لحد اللي من الأسفل تحت اللي
+
+490
+00:33:14,900 --> 00:33:17,800
+هو الجزء الأبيض صار في ال interval الأولى الجزء
+
+491
+00:33:17,800 --> 00:33:25,740
+الأبيض هو بين ال 80 صحيح لأنه هذا المطلوب لقيمة ال
+
+492
+00:33:25,740 --> 00:33:30,100
+95 هذا اللي اتحقق فإذا الفرق بينهم هذا الجزء
+
+493
+00:33:30,100 --> 00:33:35,860
+الأبيض اللي بينهم هناالجزء الأبيض هو قيمته 15 يعني
+
+494
+00:33:35,860 --> 00:33:40,920
+في عندي احتياطي 15 ميجا فهنا في احتياطي 15 ميجا
+
+495
+00:33:40,920 --> 00:33:46,780
+ميجا وات تمام نفس الكلام بدنا نعمله لمين لل
+
+496
+00:33:46,780 --> 00:33:49,900
+interval التانية والتالتة في ال interval التانية
+
+497
+00:33:49,900 --> 00:33:53,960
+بدنا نطلع ال unit اتنين حسب الحل طبعا المفروض يطلع
+
+498
+00:33:53,960 --> 00:33:59,160
+ال unit اتنين و ال unit سبعة اتنين و سبعة اتنين و
+
+499
+00:33:59,160 --> 00:34:04,140
+سبعة طلعوهم من هناهاي كل قيمناها بدهم يقول اتنين
+
+500
+00:34:04,140 --> 00:34:08,920
+والسبعة بدهم يطلعوا هدول جدش قيمهم حقيقة قيمهم
+
+501
+00:34:08,920 --> 00:34:13,240
+خمستاشر وعشرة يعني في عندي خمسة وعشرين هنا خمسة
+
+502
+00:34:13,240 --> 00:34:16,880
+وعشرين خمسة وعشرين من المية وخمسين ال full كاملة
+
+503
+00:34:16,880 --> 00:34:20,420
+لو كلهم بيشتغلوا معناته عند مية خمسة وعشرين مية
+
+504
+00:34:20,420 --> 00:34:24,740
+خمسة وعشرين فحاجة ان هنا ال level هذا وصل عند
+
+505
+00:34:24,740 --> 00:34:29,380
+المية خمسة وعشرين المفروضتمام فهنا عند ال 125
+
+506
+00:34:29,380 --> 00:34:40,970
+بمعنى 125 ناقص 90 ناقص 90 المطلوب هنا 90الـ gray
+
+507
+00:34:40,970 --> 00:34:45,190
+level اللي موجود عنده هنا أو الجزء الرمادي واصل ال
+
+508
+00:34:45,190 --> 00:34:50,090
+maximum تبعه ل 90 هو المطلوب طيب بينما اللون
+
+509
+00:34:50,090 --> 00:34:56,510
+الأبيض فعليا واصل ل 125 اللي هو اللي اتحقق فعليا
+
+510
+00:34:56,510 --> 00:35:00,200
+فجدش اللي زاد؟خمسة و تلاتين ففعليا انا في عندي
+
+511
+00:35:00,200 --> 00:35:05,560
+خمسة و تلاتين ميجا وات فائد نفس الكلام بتكملوله ال
+
+512
+00:35:05,560 --> 00:35:10,480
+.. ال .. ال interval التالتة و الرابعة هيكون برضه
+
+513
+00:35:10,480 --> 00:35:15,120
+هنا في عندي خمسة و تلاتين ميجا وات و هنا في عندي
+
+514
+00:35:15,120 --> 00:35:19,740
+خمسة و عشرين ميجا وات الآن الحل عشان اقول انا في
+
+515
+00:35:19,740 --> 00:35:23,600
+عندي stability لأ بقدر اقول ان هو خمستاش طول اليوم
+
+516
+00:35:24,410 --> 00:35:28,430
+فبكون ضمنت ان في دايما عندي 15 فائض طول اليوم كامل
+
+517
+00:35:28,430 --> 00:35:33,550
+كحد أدنى .. كحد أدنى لإن هي ممكن يصل ل 25 في فترات
+
+518
+00:35:33,550 --> 00:35:38,230
+و 35 في فترات بس كحد أدنى 15 فالحل اللي عندي هنا
+
+519
+00:35:38,230 --> 00:35:43,370
+15 الحل هتجدوا انه maximum او ال fitness فعليا 15
+
+520
+00:35:43,370 --> 00:35:51,290
+فهي قيمةاحتياطي الشبكة اللي موجود ككل ككل تمام هل
+
+521
+00:35:51,290 --> 00:35:54,890
+الحل هذا ممكن يكون نهائي وخلاص أفضل أتعامل معاه
+
+522
+00:35:54,890 --> 00:35:57,690
+قلنا من المرة اللي فاتت أنه أنا بتعامل مع
+
+523
+00:35:57,690 --> 00:36:00,510
+Stochastic Model Stochastic Model يعني بيشتغل
+
+524
+00:36:00,510 --> 00:36:04,670
+Randomly يعني عشوائي بمعنى أنه كل مرة ممكن أبدأ
+
+525
+00:36:04,670 --> 00:36:07,530
+الحل من أول و جديد أغير مجموعة ال parameters اللي
+
+526
+00:36:07,530 --> 00:36:10,730
+عندي ممكن يجي يطلع لحل مختلف يطلع أن حل تماما
+
+527
+00:36:10,730 --> 00:36:16,160
+مختلف الحل اللي تماما مختلف ممكن نغير مثلاالعدد
+
+528
+00:36:16,160 --> 00:36:19,740
+الكروموزومز ممكن نغير ال mutation وهذا بتأثر بشكل
+
+529
+00:36:19,740 --> 00:36:26,680
+كبير كبير هتنشوف إيش اللي بدنا نغيره حاليا مثلا
+
+530
+00:36:26,680 --> 00:36:31,060
+هذه أول حاجة غيرناها غيرنا عدد الكروموزومز في
+
+531
+00:36:31,060 --> 00:36:35,260
+الجيل الواحد بدل ما كانوا عشرين خلناهم ميةأصبح في
+
+532
+00:36:35,260 --> 00:36:40,000
+اندي n بتساوي 100 والباقي زي ما هو هذه حسنات
+
+533
+00:36:40,000 --> 00:36:45,920
+النتائج بدل ما 15 الحد الأدنى لأ صار في 25 الحد
+
+534
+00:36:45,920 --> 00:36:51,260
+الأدنىلحد الأدنى، ظهر عندى 25 في وين في ال
+
+535
+00:36:51,260 --> 00:36:55,340
+interval التانية والتالتة والربعة، 25 .. 25 .. 25
+
+536
+00:36:55,340 --> 00:36:57,120
+.. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 ..
+
+537
+00:36:57,120 --> 00:36:57,200
+25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25
+
+538
+00:36:57,200 --> 00:36:58,640
+.. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 ..
+
+539
+00:36:58,640 --> 00:37:00,540
+25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25
+
+540
+00:37:00,540 --> 00:37:05,260
+.. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 ..
+
+541
+00:37:05,260 --> 00:37:05,540
+25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25
+
+542
+00:37:05,540 --> 00:37:05,540
+.. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 ..
+
+543
+00:37:05,540 --> 00:37:05,540
+25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25
+
+544
+00:37:05,540 --> 00:37:05,540
+.. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 ..
+
+545
+00:37:05,540 --> 00:37:05,540
+25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25
+
+546
+00:37:05,540 --> 00:37:08,480
+.. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 .. 25 ..
+
+547
+00:37:11,240 --> 00:37:14,220
+طيب في ال interval التالتة أكيد واحد و اتنين لإن
+
+548
+00:37:14,220 --> 00:37:17,720
+هو دي بتاع اتنين intervals بالإضافة لأ خمسة و سبعة
+
+549
+00:37:17,720 --> 00:37:22,760
+كمان تمام ال interval الرابعة بتطلع اربعة و ستة
+
+550
+00:37:22,760 --> 00:37:26,500
+للصيانة هل كلهم انعملوا لهم الصيانة؟ اه كلهم
+
+551
+00:37:26,500 --> 00:37:29,300
+انعملوا لهم الصيانة لو وجدنا حل ان في واحدة منهم
+
+552
+00:37:29,300 --> 00:37:32,480
+ماعملهاش صيانة و ان ال units معناته حل غلط الحل
+
+553
+00:37:32,480 --> 00:37:36,990
+هيكون خاطئلأنه من الأساس احنا مثلنا لـ chromosomes
+
+554
+00:37:36,990 --> 00:37:41,270
+أنه كل واحد من ال units لازم يكون لها interval
+
+555
+00:37:41,270 --> 00:37:44,250
+يعمل فيها الصيانة تعمل فيها عملية الصيانة إلا لو
+
+556
+00:37:44,250 --> 00:37:48,630
+غيرنا أخدنا مثلا برضه على المية chromosomes عددهم
+
+557
+00:37:48,630 --> 00:37:52,730
+مية وماذا غيرنا هنا ال mutation ال mutation بدأ
+
+558
+00:37:52,730 --> 00:37:57,050
+الواحد من الفراحت لواحد من مية طبعا اكيد من
+
+559
+00:37:57,050 --> 00:38:00,950
+محاضرتنا السابقة اكيد هتتوقع ايش شوية isolation ..
+
+560
+00:38:00,950 --> 00:38:07,370
+oscillation زيادة بيصير ذبذبكتية زيادة شوية ليش؟
+
+561
+00:38:07,370 --> 00:38:11,250
+لأنه بيصير في mutation كتيرة ال mutation بتبين
+
+562
+00:38:11,250 --> 00:38:15,730
+كاحتمالية هنا هل حد غيرت النقاش في الحل؟ لأ برضه
+
+563
+00:38:15,730 --> 00:38:22,300
+خمسة و عشرين برضه خمسة و عشرينإذا بدأ أتكلم عن حد
+
+564
+00:38:22,300 --> 00:38:25,520
+أدنى طبعا ممكن إذا كنت تتكلم عن متوسط هذا بصير
+
+565
+00:38:25,520 --> 00:38:28,460
+الحل أفضل لإن هناك الحل كان خمسة عشرين خمسة عشرين
+
+566
+00:38:28,460 --> 00:38:33,230
+خمسة عشرين تلاتين ولا خمسة و تلاتين كانخمسة و
+
+567
+00:38:33,230 --> 00:38:36,610
+تلاتين، مع أنه مافرجتش كتير مافرجتش كتير باستثناء
+
+568
+00:38:36,610 --> 00:38:38,950
+أنه كانت خمسة و تلاتين في interval واحدة فانا
+
+569
+00:38:38,950 --> 00:38:40,990
+استفدت interval واحدة أكتر من الخمسة و عشرين هنا
+
+570
+00:38:40,990 --> 00:38:43,950
+بستفيد two intervals أكتر من الخمسة و عشرين لأنه
+
+571
+00:38:43,950 --> 00:38:46,710
+في ال interval التالتة و الرابعة تلاتين تلاتين و
+
+572
+00:38:46,710 --> 00:38:50,110
+هنا خمسة و عشرين خمسة و عشرين في جميع الأحوال هنجد
+
+573
+00:38:50,110 --> 00:38:55,570
+أن الحل لأن أنا بشتغل على الأقل حجب ممكن ضلت خمسة
+
+574
+00:38:55,570 --> 00:39:01,110
+و عشرين كحل فهذا ممكن يكون حل بديل كحل بديل تمام
+
+575
+00:39:02,200 --> 00:39:07,220
+أكويس فهذه هي هيك ال .. ك model لتطبيق ال
+
+576
+00:39:07,220 --> 00:39:12,920
+scheduling طبعا ممكن إذا عدلناها كمان مرة نجرب
+
+577
+00:39:12,920 --> 00:39:16,880
+مرتين تلاتة خمسة عشرة في كذا generation أتوقع عدد
+
+578
+00:39:16,880 --> 00:39:20,580
+ال generations احنا ماغيرناش فيهم مش هيك اه ال
+
+579
+00:39:20,580 --> 00:39:24,020
+generations دلت دائما مية هنا كانت خمسين غيرناها
+
+580
+00:39:24,020 --> 00:39:29,620
+هنا ميةفبرضه ماعدلتش عندى برضه ضلت عشرين هنا لأ
+
+581
+00:39:29,620 --> 00:39:35,380
+فإذا ال 25 هي أفضل حل ممكن وكان في حل لينقله لل 25
+
+582
+00:39:35,380 --> 00:39:40,060
+مع تغييرنا لمجموعة ال parameters فالواضح جدا ان ال
+
+583
+00:39:40,060 --> 00:39:42,700
+genetic algorithm باعتبار ال stochastic model هي
+
+584
+00:39:42,700 --> 00:39:47,080
+حساسة جدا لعملية ال randomization حساسة حساسة جدا
+
+585
+00:39:47,080 --> 00:39:51,440
+لل initialization للقيم المبدئية اللى بناخدها ال
+
+586
+00:39:51,440 --> 00:39:56,120
+parameters كانت كيف بحددها فمهم جداإنه اتطولوا
+
+587
+00:39:56,120 --> 00:39:58,300
+بالكوا عليها اللي بده يشتغل على genetic algorithm
+
+588
+00:39:58,300 --> 00:40:02,720
+بده يطول .. نتائجها مبهرة، كويسة، ممتازة، كويس،
+
+589
+00:40:02,720 --> 00:40:08,720
+ودائما بتطلعك من جزئية ال localization كعلم
+
+590
+00:40:08,720 --> 00:40:11,820
+رياضيات دائما بتطلعك من جزئية ال localization إنك
+
+591
+00:40:11,820 --> 00:40:16,820
+أنت تكون في local optimalو محتاجة تروح لل global
+
+592
+00:40:16,820 --> 00:40:21,240
+هدف تطلعك لكن بدها تصبر عليها طبعا الان مع
+
+593
+00:40:21,240 --> 00:40:25,860
+الحواسيب الجديدة و ال processors القوية السريعة لأ
+
+594
+00:40:25,860 --> 00:40:28,260
+صار في مجال ان الواحد يطبقها genetic algorithm
+
+595
+00:40:28,260 --> 00:40:34,920
+بأرياحية و يتحمل شوية الوقت تبعها زائد انك لما
+
+596
+00:40:34,920 --> 00:40:38,610
+بتعمل runالكويس انك انت تعدل القيم مجموعة ال
+
+597
+00:40:38,610 --> 00:40:41,590
+parameters وتعمل كمان مرارا بس بتحتفظ بقاش بالحل
+
+598
+00:40:41,590 --> 00:40:46,490
+الأمثل اللي موجود عندك غير فيهم هتجد انه بعد أكم
+
+599
+00:40:46,490 --> 00:40:50,630
+من محاولة لازم يطلعلك حل أمثل و حل مناسب جدا تقدر
+
+600
+00:40:50,630 --> 00:40:53,950
+تبني عليه نتائجك و ال decisions تبعتك بهذا المثال
+
+601
+00:40:53,950 --> 00:40:58,790
+بنكون خلصنا استكملنا بشكل كامل جزئيةالـ Genetic
+
+602
+00:40:58,790 --> 00:41:02,690
+Algorithm عشان نتكلم عن نوع تاني من الـ Genetic
+
+603
+00:41:02,690 --> 00:41:04,610
+Algorithm احنا هيك أخدنا الـ Basic Genetic
+
+604
+00:41:04,610 --> 00:41:07,990
+Algorithm الان اكتملنا ..كملنا من خلال المثال
+
+605
+00:41:07,990 --> 00:41:10,830
+المرة اللي فاتت وهي مثال اليوم في جزئية تانية اللي
+
+606
+00:41:10,830 --> 00:41:13,170
+هي علاقة بالـ Genetic Algorithm هناخدها في ال
+
+607
+00:41:13,170 --> 00:41:15,390
+session القادم اللي هي علاقة بال Evolutionary
+
+608
+00:41:15,390 --> 00:41:19,940
+Computations و الحسابات ال .. ال .. ال ..خلّينا
+
+609
+00:41:19,940 --> 00:41:24,160
+التطورية، هناخد طريقتين، ممكن تطويع الـ Genetic أو
+
+610
+00:41:24,160 --> 00:41:26,820
+فكرة الـ Genetic Algorithm الحقيقة، لأنها بطلت الـ
+
+611
+00:41:26,820 --> 00:41:29,100
+Genetic Algorithm، صارت لها مسميات أخرى، لكن ممكن
+
+612
+00:41:29,100 --> 00:41:33,120
+تطويع نفس فكرة الـ Chromosome و الـ Genes هذه
+
+613
+00:41:33,120 --> 00:41:37,980
+لأفكار أخرى، فللمحاضرة القادمة ان شاء الله تعالى،
+
+614
+00:41:37,980 --> 00:41:39,820
+نترككم، السلام عليكم و يعطيكم العافية
+
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/bunR1rXS_Kc.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/bunR1rXS_Kc.srt
new file mode 100644
index 0000000000000000000000000000000000000000..6884cf7800e6868cbfafcfcbeff5c9d6e894e29f
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/bunR1rXS_Kc.srt
@@ -0,0 +1,2146 @@
+1
+00:00:04,940 --> 00:00:08,280
+بسم الله الرحمن الرحيم نستكمل محاضرة ال
+
+2
+00:00:08,280 --> 00:00:11,220
+uncertainty factor أو الـ uncertainty management
+
+3
+00:00:11,220 --> 00:00:17,540
+بشكل أساسي واللي هنتكلم من خلالها على موضوعين، أول
+
+4
+00:00:17,540 --> 00:00:20,640
+شغلة موضوع الـ probability، ثم موضوع الـ uncertainty
+
+5
+00:00:20,640 --> 00:00:23,780
+factor واللي ممكن من خلالها نعمل management للـ
+
+6
+00:00:23,780 --> 00:00:28,720
+uncertainty ونشوف، اتحدثنا من المرة السابقة عن الـ
+
+7
+00:00:28,720 --> 00:00:33,220
+probability، واتحدثنا... اتحدثنا بشكل أساسي على الـ
+
+8
+00:00:33,220 --> 00:00:36,830
+conditional probability وشوفنا مفرداتها واتكلمنا
+
+9
+00:00:36,830 --> 00:00:40,090
+إذا كان... يمكن أخذنا بعض الحالات في حال كان عندي
+
+10
+00:00:40,090 --> 00:00:44,350
+أكثر من evidence لنفس الـ hypothesis، ولما...
+
+11
+00:00:44,350 --> 00:00:48,430
+واتحدثنا أيضا إذا كان الـ... الـ evidence ممكن تعطي
+
+12
+00:00:48,430 --> 00:00:53,770
+أكثر من one hypothesis، بمعنى hypotheses متعددة، و
+
+13
+00:00:53,770 --> 00:00:59,130
+أخذنا القوانين بتاعتها وشرحناها وفصلنا فيها، ووصلنا
+
+14
+00:00:59,130 --> 00:01:03,650
+لمثال، والمثال زي ما احنا شايفين أمامنا، عندي مجموعة
+
+15
+00:01:03,650 --> 00:01:08,410
+probabilities، وعندي الـ hypothesis الأول والثاني
+
+16
+00:01:08,410 --> 00:01:12,830
+والثالث، فالـ hypothesis الأول، for example، زي المرة
+
+17
+00:01:12,830 --> 00:01:17,090
+اللي فاتت، اتحدثنا، ممكن نفترض أنهم طالب من هندسة
+
+18
+00:01:17,090 --> 00:01:21,190
+الحاسوب، الـ hypothesis الثاني، طالب من تكنولوجيا
+
+19
+00:01:21,190 --> 00:01:25,030
+المعلومات، والـ hypothesis الثالث، for example، طالب
+
+20
+00:01:25,030 --> 00:01:30,950
+من هندسة الكهرباء، ومجموعة الـ probabilities، PHI، اللي
+
+21
+00:01:30,950 --> 00:01:34,790
+هي ممكن تكون PH1، فمعنى ذلك أن هي الـ probability
+
+22
+00:01:34,790 --> 00:01:41,230
+أنه طالب من هندسة الحاسوب، H2 معناته طالب من
+
+23
+00:01:41,230 --> 00:01:44,630
+هندسة... من تكنولوجيا المعلومات، H3 من هندسة
+
+24
+00:01:44,630 --> 00:01:51,940
+الكهرباء، P E1 condition HI، معنى ذلك أنه في ظهور
+
+25
+00:01:51,940 --> 00:01:58,280
+جدّش احتمالية الـ H1، ونبدأ بـ 1، الـ I1 معناه أنه
+
+26
+00:01:58,280 --> 00:02:04,100
+هندسة، طالب من هندسة الحاسوب، إذا وقع الحدث E1، وE1
+
+27
+00:02:04,100 --> 00:02:07,160
+for example، برضه عشان نقرّب المفهوم، خلينا نفترض أن
+
+28
+00:02:07,160 --> 00:02:11,520
+هو يحمل laptop، يحمل laptop، فجدّش احتمالية أنه
+
+29
+00:02:11,520 --> 00:02:15,980
+الطالب هذا هو هندسة حاسوب، فكل اللي بعمله هذه
+
+30
+00:02:15,980 --> 00:02:19,820
+الاحتمالية تصبح لها الفاصلة ثلاثة هنا، كأنه نسبة
+
+31
+00:02:19,820 --> 00:02:24,080
+هندسة الحاسوب من مجموع أو من عينة من الـ universe of
+
+32
+00:02:24,080 --> 00:02:29,300
+discourse اللي بيحمله laptop كمجموع، طيب الـ E2
+
+33
+00:02:29,300 --> 00:02:34,920
+هنفترض أنه هي الـ T square، وهو مصطرة الـ T، وهنقول
+
+34
+00:02:34,920 --> 00:02:40,880
+مثلا، for example، 0.9، معنى ذلك أنه تسعين في المئة
+
+35
+00:02:40,880 --> 00:02:48,480
+من الطلبة اللي بيحدث لهم الـ evidence H2، اللي هو
+
+36
+00:02:48,480 --> 00:02:53,420
+يحمل T2، ثم من هنا، دست الحسوب، وتحدثنا يمكن عنها
+
+37
+00:02:53,420 --> 00:02:59,020
+هذه القصة من المرة السابقة، الـ E3 اللي هو rolled in
+
+38
+00:02:59,020 --> 00:03:05,460
+AI أو الطالب مسجل الـ AI، وهنشوف كيف بنتعامل معاها
+
+39
+00:03:08,020 --> 00:03:12,180
+فهفترض ابتداءً أن الـ evidence اللي ظهر معايا في
+
+40
+00:03:12,180 --> 00:03:17,700
+البداية هو E3، اللي هو مسجل مساق AI، مثلا for
+
+41
+00:03:17,700 --> 00:03:21,600
+example، فمعنى ذلك أن أنا محتاج أحسب الـ probability
+
+42
+00:03:21,600 --> 00:03:29,260
+للـ hypothesis 1، hypothesis 2، hypothesis 3، كلهم في
+
+43
+00:03:29,260 --> 00:03:34,380
+حال حدوث الـ evidence 3، والمثال، القانون كان عندنا
+
+44
+00:03:34,380 --> 00:03:37,340
+واضح من المرة السابقة، فما كانش فيها إشكالية، كل اللي
+
+45
+00:03:37,340 --> 00:03:43,560
+بنعمله بنشوف جدّش الـ probability لـ H1، لأن هنا بدنا
+
+46
+00:03:43,560 --> 00:03:48,180
+نتحدث، نبدأ نحسب لـ H1 الأول، الـ probability لـ H1
+
+47
+00:03:48,180 --> 00:03:55,460
+بشكل مجرد لـ H1، وخلاص، condition E3، فهي عندي... وين
+
+48
+00:03:55,460 --> 00:04:02,300
+الـ E3؟ هي الـ E3، فإذا بنضرب الـ 0.4 في الـ 0.6 على
+
+49
+00:04:02,300 --> 00:04:08,300
+مجموع كل الـ hypotheses الممكنين، فمعنى ذلك إنه على
+
+50
+00:04:08,300 --> 00:04:16,100
+برضه 0.4 مضروبة في 0.6 plus 0.35 مضروبة في 0.7
+
+51
+00:04:16,100 --> 00:04:25,340
+plus 0.25 مضروبة في 0.9، فبيطلع عندي جدّش احتمالية
+
+52
+00:04:25,340 --> 00:04:26,320
+H1
+
+53
+00:04:28,360 --> 00:04:32,660
+given E ثلاثة، نفس الكلام، given E ثلاثة، جدّش
+
+54
+00:04:32,660 --> 00:04:39,320
+احتمالية H2، بنفس الطريقة، ولكن هيختلف فقط من البسط
+
+55
+00:04:39,320 --> 00:04:44,320
+فقط البسط، لأنه كمجموع هما نفس المجموع، كمجموع هو
+
+56
+00:04:44,320 --> 00:04:50,120
+نفس المجموع لكل الـ hypotheses كاملة بشكل كامل، اللي
+
+57
+00:04:50,120 --> 00:04:54,980
+هيختلف عندي أنه هيصبح في البسط هو 0.35 مضروب في 0
+
+58
+00:04:54,980 --> 00:05:04,350
+.7، هي تمام، عشان يطلع برضه احتمالية حدوث الـ H2 given
+
+59
+00:05:04,350 --> 00:05:13,030
+E3، برضه given E3، جدّش احتمالية حدوث H3، اللي هو الـ
+
+60
+00:05:13,030 --> 00:05:18,370
+hypothesis الثالث، اللي هيختلف كما قلنا هو الـ
+
+61
+00:05:18,370 --> 00:05:21,510
+numerator فقط، فهنختلف أن الـ numerator اللي هو الـ
+
+62
+00:05:21,510 --> 00:05:29,450
+بسط، هيصبح 0.25 في 0.9، وبيطلع عندي النسبة، تمام، كل
+
+63
+00:05:29,450 --> 00:05:35,820
+هذه الأرقام اللي ظهرت عندي هنا، لـ التلاتة الـ three
+
+64
+00:05:35,820 --> 00:05:42,920
+hypothesis هدول في حال حدوث فقط الـ evidence E3 بس
+
+65
+00:05:42,920 --> 00:05:48,970
+طيب، هفترض أنه E3 عزز بـ evidence ثاني، فالـ evidence
+
+66
+00:05:48,970 --> 00:05:54,090
+الثاني اللي هو مين؟ أي واحد، أي واحد، فإذا أصبح هو
+
+67
+00:05:54,090 --> 00:05:59,670
+مسجل الـ AI، ويحمل laptop، فهنا اختلفت الـ... المفروض
+
+68
+00:05:59,670 --> 00:06:03,590
+الـ probability، اختلفت ليش؟ لأنه صار بدنا نشوف جدّش
+
+69
+00:06:04,380 --> 00:06:10,920
+ممكن يؤثر ظهور الـ evidence الأول مع الثالث على
+
+70
+00:06:10,920 --> 00:06:17,620
+احتمالية ظهور كل hypothesis من الـ hypotheses اللي
+
+71
+00:06:17,620 --> 00:06:26,060
+اتكلمنا عنهم، فهنبدأ برضه BH1 given E1 E3، فصار عندي
+
+72
+00:06:26,060 --> 00:06:33,140
+two evidences، حقيقتين، ظهرين، عشان نحسب الاحتمالية H1
+
+73
+00:06:33,140 --> 00:06:38,060
+فنفس الفكرة، هأجي أنّه ظهر عندي بالإضافة لـ H3 وH1
+
+74
+00:06:38,060 --> 00:06:43,700
+فالآن الصف هذا هيدخل في عملية الحساب، فهتصبح بهذا
+
+75
+00:06:43,700 --> 00:06:49,160
+الشكل، تمام، هنعمل عليهم بحيث أنه يصبح البسط
+
+76
+00:06:51,010 --> 00:06:55,930
+هذا لـ H1، إذا أنا بأحسب الـ probability لـ H1 given
+
+77
+00:06:55,930 --> 00:07:03,910
+E1 E3، فهاخذ الـ column هذا اللي هي 0.4 في 0.3 في 0
+
+78
+00:07:03,910 --> 00:07:16,200
+.6 في البسط، على 0.4 0.3 0.6 plus 0.35 0.8 0.7 plus
+
+79
+00:07:16,200 --> 00:07:24,160
+0.25 0.5 0.9 في المجموع، وهذا هيكون ثابت للـ three
+
+80
+00:07:24,160 --> 00:07:30,220
+hypotheses اللي بنتحدث عنهم، فبيختلف فقط من H1 لـ H2
+
+81
+00:07:30,220 --> 00:07:35,950
+لـ H3 هو البسط، مش أكثر من هيك، فكرتها واضحة، ومش
+
+82
+00:07:35,950 --> 00:07:42,170
+فيها مشاكل، لاحظوا في الـ evidence E تلاتة كان
+
+83
+00:07:42,170 --> 00:07:48,210
+بيعطيني أرجحية تقريبا متقاربة، كانت تقريبا متقاربة
+
+84
+00:07:48,210 --> 00:07:57,140
+من بعض، ليش؟ لأنه كانت 0.34، 0.34، 0.32 مثلا، ما
+
+85
+00:07:57,140 --> 00:08:03,760
+أذكر 0.32، تمام، لأن لما ظهر الـ evidence الأول أكيد
+
+86
+00:08:03,760 --> 00:08:10,660
+اختلفت الاحتمالية، فأصبحت 0.34، انخفضت، انخفضت، ليش
+
+87
+00:08:10,660 --> 00:08:19,280
+انخفضت، لأنه E1 جاب له احتمالية حدوث E1، فجلب الـ
+
+88
+00:08:19,280 --> 00:08:27,960
+probability، بينما في H2، لأ، هي 0.8، 0.8، أكيد معنى ذلك
+
+89
+00:08:27,960 --> 00:08:35,680
+احتمالية ظهور H2 لمجرد حدوث H1 عالية، عشان هيك
+
+90
+00:08:35,680 --> 00:08:43,300
+هتزودها، مجرد حدوث H1 هيزيد احتمالية H2، فعشان هيك
+
+91
+00:08:43,300 --> 00:08:51,120
+هنجد أن هي 0.52، تمام، في الثالثة اللي هي لـ H3، قلت
+
+92
+00:08:51,120 --> 00:08:58,620
+شوية، بدل، لكن مش كتير، من 0.32 لـ 0.29، فمش كتير
+
+93
+00:08:58,620 --> 00:09:05,600
+النسبة، لأن هنا 50% أو خمسين فاصلة خمسة، تمام، الآن
+
+94
+00:09:05,600 --> 00:09:12,080
+هيحدث الـ evidence الثالث بحيث إني هشوف الـ three
+
+95
+00:09:13,890 --> 00:09:18,010
+evidences كلهم مع بعض، هل هم موجودين بشكل كامل مع
+
+96
+00:09:18,010 --> 00:09:24,090
+بعض ولا لأ، فهيدخل معانا H2 بهذا الشكل، أصبحت واضحة
+
+97
+00:09:24,090 --> 00:09:27,510
+جدا، إيش اللي هيتغير؟ هنزيد فقط الـ term اللي باقي
+
+98
+00:09:27,510 --> 00:09:35,810
+اللي هو خاص بـ H2، بحيث تصبح 0.3 في 0.9 في 0.6 لـ E1
+
+99
+00:09:35,810 --> 00:09:42,210
+E2 E3 كلهم مضروبين في احتمالية أصلا H1، فهيصبح الـ
+
+100
+00:09:42,210 --> 00:09:48,450
+column الأول، هيو على الـ column الأول plus الـ column
+
+101
+00:09:48,450 --> 00:09:52,430
+الثاني plus الـ column الثالث، بس مش أكثر من هيك
+
+102
+00:09:52,430 --> 00:09:58,270
+هنجد طبعا في الـ column الثاني في القيمة 0 point 0
+
+103
+00:09:58,270 --> 00:10:04,230
+0 point 0، معنى ذلك أنه مجرد حدوث أنه اللي وجدت الـ
+
+104
+00:10:04,230 --> 00:10:10,250
+evidence الثاني، فهو أكيد ليس H، يعني في المثال تبعنا
+
+105
+00:10:10,250 --> 00:10:14,190
+إيش كنا حاطين احنا الـ... الـ... الـ E2 كانت عبارة عن
+
+106
+00:10:14,190 --> 00:10:21,150
+الـ T2، والـ H2 كانت أعتقد الـ... الـ... الـ IT، فإذا
+
+107
+00:10:21,150 --> 00:10:26,610
+كأنه بقول إذا كان وجدت أنه يحمل T2، فهو ليس طالب في
+
+108
+00:10:26,610 --> 00:10:31,270
+الـ IT، بهذا الشكل، مدام جيت طلعت وجدت أنه لأ، فعلا هو
+
+109
+00:10:31,270 --> 00:10:35,850
+يحمل T2، على طول هقول لا يمكن يكون IT أو طالب IT
+
+110
+00:10:36,570 --> 00:10:42,090
+بهذا الشكل، فهنّجد فعلا في الـ probability لـ H2 given
+
+111
+00:10:42,090 --> 00:10:47,130
+evidence one، evidence two، evidence three، Zero، مين
+
+112
+00:10:47,130 --> 00:10:50,990
+اللي عملنا Zero، الـ evidence two، الـ evidence two
+
+113
+00:10:50,990 --> 00:10:54,990
+فنقدر نقول في الحالة هذه هي طريقة الحل لـ الـ
+
+114
+00:10:54,990 --> 00:11:00,890
+probability في وجود multi evidences، طريقة بسيطة
+
+115
+00:11:00,890 --> 00:11:04,950
+مافيش فيها مشكلة، بدها تركيز لا أكثر ولا أقل، تمام
+
+116
+00:11:08,420 --> 00:11:13,560
+الآن، for example، ناخد مثال ونشوف كيف بقدر أستخدم
+
+117
+00:11:13,560 --> 00:11:18,240
+بشكل rules، عملية الـ probability، احنا لعند الآن ما
+
+118
+00:11:18,240 --> 00:11:20,920
+درسناها، والمثال اللي أخذناه اليوم، افتتحنا فيه
+
+119
+00:11:20,920 --> 00:11:24,580
+محاضرتنا هو مجرد أني رجعت، عدّت موضوع الـ
+
+120
+00:11:24,580 --> 00:11:28,000
+probability اللي أصلا أخذناه احنا سابقا في
+
+121
+00:11:28,000 --> 00:11:30,400
+السنوات السابقة من خلال statistics and probability
+
+122
+00:11:31,260 --> 00:11:37,700
+لكن الآن كيف بدنا نستخدمها في تصميم الـ AI أو تصميم
+
+123
+00:11:37,700 --> 00:11:41,080
+expert system، وتحديدا rule based expert system
+
+124
+00:11:41,080 --> 00:11:45,020
+بمعنى أن أنا بدي أحطها في rules، بدنا نحط مجموعة في
+
+125
+00:11:45,020 --> 00:11:47,520
+probability هذه في الـ rules، فاحنا نستخدم الـ
+
+126
+00:11:47,520 --> 00:11:52,060
+Bayesian rule في الـ forecast، الـ forecast اللي هو
+
+127
+00:11:52,060 --> 00:11:57,040
+بدنا نتوقع فيها الأحوال الجوية غدا، كيف هيكون، وهذه
+
+128
+00:11:57,040 --> 00:12:00,670
+زي ما قلنا بدلا من probability، معناها تبدأ، تبدأ
+
+129
+00:12:00,670 --> 00:12:04,030
+statistics كثيرة، والـ statistics متوفرة، الحقيقة
+
+130
+00:12:04,030 --> 00:12:09,890
+موجودة، زي ما هنشوف الآن، الـ statistics موجودة أو
+
+131
+00:12:09,890 --> 00:12:12,790
+خليني أقول الإحصائيات موجودة من خلال جدوى كامل
+
+132
+00:12:12,790 --> 00:12:17,930
+لشهر كامل، موجود فيه اليوم من الشهر، وموجود فيه هل
+
+133
+00:12:17,930 --> 00:12:23,570
+هو منطر أم جاف، كل يوم من اليوم بشكل أساسي، جدّش
+
+134
+00:12:23,570 --> 00:12:29,030
+عدد ساعات الـ sunshine أو شروق الشمس، جدّش كم ساعة
+
+135
+00:12:29,030 --> 00:12:34,790
+متوسط ساعات شروق الشمس في اليوم، متوسط الـ rainfall
+
+136
+00:12:34,790 --> 00:12:39,990
+أو معدل المطر بالإضافة اللي هو تساقط المطر، جدّش
+
+137
+00:12:39,990 --> 00:12:43,300
+معدله، طبعا بيكون بالـ millimeter، والـ maximum
+
+138
+00:12:43,300 --> 00:12:45,800
+temperature، والـ minimum temperature، بالإضافة
+
+139
+00:12:45,800 --> 00:12:50,660
+لليوم، فكل هذه معلومات، الحقيقة هي statistics، واحنا
+
+140
+00:12:50,660 --> 00:12:54,700
+قلنا الـ probability محتاجة statistics عشان تعرف
+
+141
+00:12:54,700 --> 00:12:58,680
+تشتغل، فهي موجودة عندنا، الـ statistics موجودة
+
+142
+00:12:58,680 --> 00:13:04,270
+هنضيف لها معلومة مهمة جدا، الحقيقة، وهي اللي هنبدأ
+
+143
+00:13:04,270 --> 00:13:09,130
+نتكلم فيها، عشان إيه كنا ننتظر؟ نشوف كيف بدنا نستخدم
+
+144
+00:13:09,130 --> 00:13:12,790
+لها، probability، مع الـ rule، مع الـ rule، فهتصبح
+
+145
+00:13:12,790 --> 00:13:19,670
+كالتالي، الـ rule، المفروض if today is rain then
+
+146
+00:13:19,670 --> 00:13:23,610
+tomorrow is rain، هذه الـ rule العادية اللي احنا كنا
+
+147
+00:13:23,610 --> 00:13:28,510
+أخذناها سابقا، بس لكن لما آجي أتكلم عن الـ uncertainty
+
+148
+00:13:28,510 --> 00:13:32,410
+معنى ذلك أنه أنا بدي أتكلم الآن، جدّش احتمالية
+
+149
+00:13:32,410 --> 00:13:36,850
+حدوث هذا الكلام... جدّش احتمالية حدوث هذا الكلام
+
+150
+00:13:36,850 --> 00:13:41,950
+... تمام، فإذا بنقدر نقول الآن... بنحط لها مجموعة قيم
+
+151
+00:13:41,950 --> 00:13:45,430
+... هقول if today is rain، وهنتكلم عن الرقمين هدول
+
+152
+00:13:45,430 --> 00:13:50,340
+الـ Ls والـ Ln، then tomorrow is rain، والـ priority
+
+153
+00:13:50,340 --> 00:13:54,680
+... الـ... الـ prior أو الـ knowledge في البداية، ما فيش
+
+154
+00:13:54,680 --> 00:13:58,920
+أي statistics سابقة عندي، فحأقول أن احتمالية هذا
+
+155
+00:13:58,920 --> 00:14:02,360
+الكلام هي خمسين في المئة، هو خمسين في المئة، بمعنى
+
+156
+00:14:02,360 --> 00:14:05,660
+أنه ممكن يكون rain وممكن يكون dry، ممكن يكون هيك وممكن
+
+157
+00:14:05,660 --> 00:14:10,080
+يكون هيك، تمام، فهذه ما في مشكلة، بنحطها دائما في
+
+158
+00:14:10,080 --> 00:14:13,620
+بداية الحل، في بداية الحل، اللي هي خمسين في المئة
+
+159
+00:14:13,620 --> 00:14:17,750
+خمسين في المئة، فهي 0.5، 0.5، نفس
+
+160
+00:14:17,750 --> 00:14:20,590
+الكلام، في الـ rule الثانية، today is dry then
+
+161
+00:14:20,590 --> 00:14:26,130
+tomorrow is dry، هذه الـ rule كما هي، بدون إضافة أي
+
+162
+00:14:26,130 --> 00:14:30,090
+معامل certainty أو أي probability لها، لكن لما بدي
+
+163
+00:14:30,090 --> 00:14:36,170
+أضيف لها probability، بدي أضيف برضه prior، 0.5، 0.5، زي
+
+164
+00:14:36,170 --> 00:14:39,750
+ما قلنا، هذه initially، هذه في بداية الشغل بنحطها
+
+165
+00:14:39,750 --> 00:14:44,190
+لأن في البداية هي متعادلة، أنا ما عنديش أي معلومة
+
+166
+00:14:44,190 --> 00:14:48,330
+مسبقة، فعشان هيك كبداية، خمسين في المئة، خمسين في
+
+167
+00:14:48,330 --> 00:14:52,450
+المئة، okay، إيش يعني خمسين في المئة، خمسين في المئة؟
+
+168
+00:14:52,450 --> 00:14:56,4
+
+223
+00:19:49,590 --> 00:19:57,190
+حدوث H مع حدوث الـ evidence وجداش احتمالية عدم حدوث
+
+224
+00:19:57,190 --> 00:20:00,350
+.. على جداش احتمالية عدم حدوث H مع وجود الـ
+
+225
+00:20:00,350 --> 00:20:05,080
+evidence مع وجود الـ evidence العكس أو في المقابل
+
+226
+00:20:05,080 --> 00:20:09,900
+هنجد أنه في الـ likelihood of necessity هذه هي
+
+227
+00:20:09,900 --> 00:20:14,460
+اللي قلناها إذا لم يحدث الـ evidence إذا لم تحدث الـ
+
+228
+00:20:14,460 --> 00:20:16,760
+evidence معناه ذلك أنه صارت الـ probability
+
+229
+00:20:16,760 --> 00:20:24,500
+negation E عكس E بمعنى لم تحدث الـ evidence عشان هيك
+
+230
+00:20:24,500 --> 00:20:28,220
+هدى اتحدثنا عنها توي وقولنا أن هدى بنسميها الـ
+
+231
+00:20:28,220 --> 00:20:32,120
+likelihood of necessity و هدى اللي دايما قيمتها
+
+232
+00:20:32,120 --> 00:20:37,760
+قليلة، قيمتها قليلة، ليش؟ لأنه الفرضية هنا أنه لم
+
+233
+00:20:37,760 --> 00:20:41,650
+تحدث الـ evidence لم تحدث الـ evidence فهذه المفروض
+
+234
+00:20:41,650 --> 00:20:44,970
+أن هي الاستثناء للقاعدة الأصل أن هذا الاستثناء تبع
+
+235
+00:20:44,970 --> 00:20:48,010
+القاعدة لكن في النهاية الـ probability الاحتمالية
+
+236
+00:20:48,010 --> 00:20:53,730
+أنه فعلاً لم يحدث الاستثناء هذا فعدم حدوث الـ
+
+237
+00:20:53,730 --> 00:21:00,580
+evidence condition H أن H ظهرت مع ذلك على عدم حدوث
+
+238
+00:21:00,580 --> 00:21:04,800
+الـ evidence condition أن الـ hypothesis برضه لم
+
+239
+00:21:04,800 --> 00:21:07,660
+تحدث أو اتش لم تحدث فبتصير كأنها الـ probability
+
+240
+00:21:07,660 --> 00:21:14,760
+today is dry ليش؟ لأنه negation E العكس تبع
+
+241
+00:21:14,760 --> 00:21:21,500
+rain تمام condition tomorrow is rain اللي هي H ..H
+
+242
+00:21:21,500 --> 00:21:25,280
+rain خلاص نفس الرول ..اللي عندنا الآن نتكلم عن
+
+243
+00:21:25,280 --> 00:21:29,360
+الرول رقم واحد اللي هي rain ..rain today is rain
+
+244
+00:21:29,360 --> 00:21:34,140
+then tomorrow is rain كويس negation E بمعنى today
+
+245
+00:21:34,140 --> 00:21:38,680
+is dry condition negation H condition tomorrow is
+
+246
+00:21:38,680 --> 00:21:45,000
+dry كلا هما negation كويس الآن في حاجة اسمها الـ
+
+247
+00:21:45,000 --> 00:21:49,820
+priority probability of consequent و هذه اللي هي الـ
+
+248
+00:21:49,820 --> 00:21:53,800
+probability pH واللي بتكون جايانة من حاجة اسمها
+
+249
+00:21:53,800 --> 00:21:59,580
+odds من حاجة اسمها odds odds بمعنى probability أو
+
+250
+00:21:59,580 --> 00:22:04,320
+أرجحية طيب إيش بتفرج عن probability عن الـ
+
+251
+00:22:04,320 --> 00:22:12,960
+probability فصار عندي حاجة اسمها probability و
+
+252
+00:22:12,960 --> 00:22:18,250
+في عندي حاجة اسمها odds الـ probability بكل بساطة و
+
+253
+00:22:18,250 --> 00:22:22,910
+for example عشان نوضح لكم إياها لو كان عندي من
+
+254
+00:22:22,910 --> 00:22:35,050
+مجموعة عشر كور في منهم ستة red منهم ستة red فلما
+
+255
+00:22:35,050 --> 00:22:41,890
+أقول جداش احتمالية وحطيتهم طبعاً في صحن وحركنا و
+
+256
+00:22:41,890 --> 00:22:45,170
+بدنا نسحب فبدنا نقول كده احتمالية فهنا صارت
+
+257
+00:22:45,170 --> 00:22:50,510
+probability أني اسحب كورة حمرا من العشر كور واضحة
+
+258
+00:22:50,510 --> 00:22:58,990
+ستة فإني اجمع عددهم ستة على total على total و
+
+259
+00:22:58,990 --> 00:23:01,890
+بدنا نحط 100 خط على total لأن هذا الفرج اللي هيفرق
+
+260
+00:23:01,890 --> 00:23:06,920
+على total تمام تمام جداً، فإذا هذه دائماً أبداً هتكون
+
+261
+00:23:06,920 --> 00:23:13,180
+أقل من واحد أو تساوي واحد في حال أنه كلهم red صحيح؟
+
+262
+00:23:13,180 --> 00:23:17,660
+معناه ذلك أنه بتكلم عن true true أو صفر طبعاً إذا
+
+263
+00:23:17,660 --> 00:23:20,740
+كانت كلها false مافيش red فإذا هذه نسبة في النهاية
+
+264
+00:23:20,740 --> 00:23:26,780
+والنسبة دائماً هتكون كـ fraction أقل من الواحد ممتاز
+
+265
+00:23:26,780 --> 00:23:31,460
+أما بالنسبة للـ odds للمثال زي ده هقول ستة اللي
+
+266
+00:23:31,460 --> 00:23:38,860
+هم حدوث red أو أن فعلاً عدد الكور الـ red على عدد
+
+267
+00:23:38,860 --> 00:23:47,800
+الكور الـ not red فصارت على أربعة على أربعة لأن
+
+268
+00:23:47,800 --> 00:23:52,060
+إذا كان في من العشرة ست كور هم red فمعنى ذلك أن
+
+269
+00:23:52,060 --> 00:23:58,110
+في أربعة مش red صح؟ not red فإذا أنا أصبحت 6 على 4
+
+270
+00:23:58,110 --> 00:24:04,090
+فالـ odds أرجحية بتعطيني الـ success على الـ failure
+
+271
+00:24:04,090 --> 00:24:09,950
+بتعطيني عدد الـ success على عدد الـ failures هي
+
+272
+00:24:09,950 --> 00:24:14,430
+معناها عدد النجاح على عدد الفشل وليست نسبة من
+
+273
+00:24:14,430 --> 00:24:17,730
+المجموع وليست نسبة من المجموع نأخذ بالنا من هذه
+
+274
+00:24:17,730 --> 00:24:21,830
+النقطة جداش الفرق أو إيش العلاقة بين التنتين؟
+
+275
+00:24:21,830 --> 00:24:26,150
+العلاقة بين التنتين كانت تالي أن الـ odds لـ .. هنا
+
+276
+00:24:26,150 --> 00:24:29,550
+جداش متكلم عن الـ H فخلينا في الـ H فـ H بتساوي الـ
+
+277
+00:24:29,550 --> 00:24:34,110
+probability نفسها على واحد ناقص الـ probability
+
+278
+00:24:34,110 --> 00:24:40,750
+واحد ناقص الـ probability عشان يصبح عندي فعلاً هاية
+
+279
+00:24:41,670 --> 00:24:46,490
+الـ true أو الـ successes النجاحات اللي هي احتمال
+
+280
+00:24:46,490 --> 00:24:50,830
+الحدوث على احتمال الفشل اللي هي المكمل .. مكمل
+
+281
+00:24:50,830 --> 00:24:56,310
+النجاح فواحد ناقص الـ probability H .. probability H
+
+282
+00:24:56,310 --> 00:25:01,590
+تمام و هذا معناه أنه برضه بشكل أو بآخر عشان تعكسهم
+
+283
+00:25:01,590 --> 00:25:04,870
+لو عندك الـ odds و بدك تحسب منها الـ probability
+
+284
+00:25:04,870 --> 00:25:08,330
+خلينا هو نفس المثال بدنا نعكسهم فهتصبح
+
+285
+00:25:12,410 --> 00:25:19,710
+P of H على P of H في O of H
+
+286
+00:25:25,250 --> 00:25:31,390
+P of H فقط الـ denominator ضربنا في الـ O of H أو في
+
+287
+00:25:31,390 --> 00:25:33,910
+الـ odds في الـ odds إحنا إيش بدنا؟ بدنا الـ
+
+288
+00:25:33,910 --> 00:25:36,190
+probability فإذا هاتلنا الـ term هذا تبقى الـ
+
+289
+00:25:36,190 --> 00:25:42,210
+probability عن ناحية التانية عشان تصبح O H تساوي P
+
+290
+00:25:42,210 --> 00:25:51,970
+of H plus P of H في O of H common نأخذ عام المشترك
+
+291
+00:25:51,970 --> 00:25:52,990
+نأخذ عام المشترك
+
+292
+00:25:56,940 --> 00:26:00,660
+فأصبحت نأخذ الـ term هذا اللي حياله على طول P of H
+
+293
+00:26:00,660 --> 00:26:09,680
+مضروب في واحد plus O of H يساوي
+
+294
+00:26:09,680 --> 00:26:18,300
+O of H خلاص إحنا بدنا P of H أو الـ probability لها
+
+295
+00:26:18,300 --> 00:26:27,030
+الـ P of H هتساوي odds of H على واحد plus odd of H
+
+296
+00:26:27,030 --> 00:26:33,210
+أو odds of H بس فهم الإثنين زي بعض مع فرق أن هنا
+
+297
+00:26:33,210 --> 00:26:39,190
+plus هنا minus و هنا plus هنا plus تمام لأنه هنرجع
+
+298
+00:26:39,190 --> 00:26:42,450
+عدنا كمان شوية نستخدمها هذه فهيكوا خلكم تذكروا
+
+299
+00:26:42,450 --> 00:26:45,090
+من وين جبناها خلكم تذكروا من وين جبناها لأنه
+
+300
+00:26:45,090 --> 00:26:48,890
+هنستخدمها عدنا عدنا بدنا نرجع نستخدمها أني من الـ
+
+301
+00:26:48,890 --> 00:26:52,550
+odds أجيب الـ probability وهي من الـ probability
+
+302
+00:26:52,550 --> 00:26:56,150
+أجيب الـ odds وتوقع منطقية .. توقع منطقية واضحة جداً
+
+303
+00:26:56,150 --> 00:27:03,390
+هنا بتكلم عن بتكلم عن النجاح أو حدوث اللي هي true
+
+304
+00:27:03,390 --> 00:27:07,670
+بنسميها الـ probability حدوث الـ H على عدم حدوث الـ H
+
+305
+00:27:08,500 --> 00:27:12,000
+فعدم حدوث الـ H واحد maximum واحد اللي هي المية في
+
+306
+00:27:12,000 --> 00:27:16,300
+المية ناقص حدوث الـ H فمعنى ذلك أنه طرحهم من بعض هو
+
+307
+00:27:16,300 --> 00:27:23,100
+عدم حدوث الـ H عدم حدوث الـ H تمام طيب الآن ضلت بعد
+
+308
+00:27:23,100 --> 00:27:27,320
+ما أخذنا الـ term هذا توقع خلاص المسجل عندكم الآن
+
+309
+00:27:27,320 --> 00:27:34,760
+نشيلها من
+
+310
+00:27:34,760 --> 00:27:37,860
+الـ odds اللي جبناها بدنا نجيب
+
+311
+00:27:41,020 --> 00:27:47,740
+مجموعة أو الـ odds of H condition E كده أرجحية حدوث
+
+312
+00:27:47,740 --> 00:27:54,540
+H given حدوث E وكمان مرة هو هذا المقلوب بالنسبة لي
+
+313
+00:27:54,540 --> 00:27:59,810
+هو هذا اللي أنا بديهي ولكن هنا odds هنا بنتكلم عن
+
+314
+00:27:59,810 --> 00:28:04,510
+أرجحية .. أرجحية الحدوث بالنسبة لعدم الحدوث ..
+
+315
+00:28:04,510 --> 00:28:07,710
+بالنسبة لعدم الحدوث اللي هي الـ O أو الـ odds .. أو
+
+316
+00:28:07,710 --> 00:28:13,710
+odds هذا هتساوي الـ odds of H .. حدوث H نفسها
+
+317
+00:28:13,710 --> 00:28:19,090
+.. حدوث H نفسها ومدام حدوث معناه مثلاً أن أنا
+
+318
+00:28:19,090 --> 00:28:24,110
+بتكلم عن sufficiency .. نتكلم عن الـ sufficiency
+
+319
+00:28:24,880 --> 00:28:27,820
+الـ sufficiency إيش كنا بنتكلم في الـ rule بقول أنه
+
+320
+00:28:27,820 --> 00:28:31,720
+جداش أنا أثق أنه فعلاً إذا حدث الـ evidence هتحدث
+
+321
+00:28:31,720 --> 00:28:35,840
+الـ conclusion أو الـ hypothesis تمام؟ وهذا نفس
+
+322
+00:28:35,840 --> 00:28:40,480
+الكلام اللي يتفق مع H given E أو مع الـ sufficiency
+
+323
+00:28:40,480 --> 00:28:47,420
+مع likelihood of sufficiency فهنضربها في حدوث H
+
+324
+00:28:47,420 --> 00:28:51,340
+نفسه في جداش احتمالية حدوث H نفسها أنه والله
+
+325
+00:28:51,340 --> 00:28:56,240
+جداش ممكن فعلاً الـ hypothesis هذه تحدث طيب إذا بدنا
+
+326
+00:28:56,240 --> 00:29:00,780
+نطبق الـ rule معناه ذلك أنه جداش أنا أثق بمصداقية الـ
+
+327
+00:29:00,780 --> 00:29:05,100
+rule ..مصداقية الـ rule إذا حدثت الـ evidence هتحدث
+
+328
+00:29:05,100 --> 00:29:10,580
+الـ conclusion فهل الكلام هذا منطقي؟ اه منطقي بجد
+
+329
+00:29:10,580 --> 00:29:15,020
+جداش بـ likelihood of sufficiency فهنضربهم في بعض
+
+330
+00:29:15,020 --> 00:29:20,560
+عشان نجيب الـ odds of H given E كمان مرة
+
+331
+00:29:20,560 --> 00:29:26,060
+نتكلم عندي الآن عن الـ odds عن الـ odds طيب و الـ
+
+332
+00:29:26,060 --> 00:29:33,700
+odds of H given negation E أن في حال عدم حدوث الـ
+
+333
+00:29:33,700 --> 00:29:38,480
+evidence الـ evidence لم يحدث فجداش احتمالية حدوث
+
+334
+00:29:38,480 --> 00:29:43,060
+الـ H هتساوي برضه نفس الكلام الـ odds of H هو جداش
+
+335
+00:29:43,060 --> 00:29:47,860
+أصلًا طيب من الأساس هو جداش احتمالية حدوث H نفسه
+
+336
+00:29:47,860 --> 00:29:52,080
+لحاله بمن عن الـ rule نفسها الآن هنستخدم الـ rule
+
+337
+00:29:52,080 --> 00:29:58,100
+بس إيه الـ rule أنه لم يحدث الـ evidence أنه لم تحدث
+
+338
+00:29:58,100 --> 00:30:01,960
+الـ evidence فهنا كإني بقول جداش احتمالية أنه فعلاً
+
+339
+00:30:01,960 --> 00:30:07,680
+لم أشاهد الـ evidence ومع ذلك حدثت الـ conclusion أو
+
+340
+00:30:07,680 --> 00:30:11,760
+الـ hypothesis هذه الـ necessity الـ likelihood of
+
+341
+00:30:11,760 --> 00:30:16,430
+necessity تمام؟ كويس فإذا نضربهم في بعض عشان نجيب
+
+342
+00:30:16,430 --> 00:30:23,650
+الـ odds of H given negation E خلصناهم الآن هم
+
+343
+00:30:23,650 --> 00:30:26,230
+هدول اللي إحنا بدنا نعمله الحقيقة القيمتين ولكن
+
+344
+00:30:26,230 --> 00:30:29,490
+هنجيبهم الآن كـ odds بدي أجيبهم كمين؟ كـ
+
+345
+00:30:29,490 --> 00:30:34,010
+probability فـ probability لسه توقع اشتقناها وقلنا
+
+346
+00:30:34,010 --> 00:30:39,710
+لأن الـ probability هتساوي الـ odds in general واحد
+
+347
+00:30:39,710 --> 00:30:47,740
+زائد الـ odds تشيك؟ هي فالـ odds على واحد زائد الـ
+
+348
+00:30:47,740 --> 00:30:50,700
+odds طب إحنا لسه اللي حاسبينه الـ odds فتمام مافيش
+
+349
+00:30:50,700 --> 00:30:55,140
+مشكلة بقسمه على قيمته زائد واحد على قيمته زائد
+
+350
+00:30:55,140 --> 00:30:59,660
+واحد و نفس الكلام لمين؟ لـ الـ odds of H given
+
+351
+00:30:59,660 --> 00:31:07,160
+negation E كويس؟ negation E ممتاز الكلام هذا نبدأ
+
+352
+00:31:07,160 --> 00:31:09,080
+الآن نطبقه على مجموعة rules
+
+353
+00:31:12,140 --> 00:31:14,740
+يعني هذه هي خليني أقول استراتيجية استخدام الـ
+
+354
+00:31:14,740 --> 00:31:17,700
+probability لـ .. مع الـ condition .. مع الـ
+
+355
+00:31:17,700 --> 00:31:22,400
+condition الآن نبدأ نشتغل على المثال تبع الـ
+
+356
+00:31:22,400 --> 00:31:28,760
+forecast بشكل rules واقعية فحقول أنه عندي مجموعة
+
+357
+00:31:28,760 --> 00:31:33,630
+rules الرول زي هذه if today is rain with
+
+358
+00:31:33,630 --> 00:31:39,050
+sufficiency 2.5 هيها قاعدين بتقول قيمة كبيرة و
+
+359
+00:31:39,050 --> 00:31:41,950
+لازم تكون قيمة كبيرة و هي اللي معناه ذلك أن أنا
+
+360
+00:31:41,950 --> 00:31:46,210
+أنا أضغط الـ rule بطريقة عكسية إذا هذه قيمتها أصغر
+
+361
+00:31:46,210 --> 00:31:51,790
+من necessity معناته أنا أضغطها بشكل عكسي فإذا today
+
+362
+00:31:51,790 --> 00:31:56,970
+is rain بـ sufficiency 2.5 و likelihood of necessity
+
+363
+00:31:56,970 --> 00:32:03,260
+0.6 then tomorrow is rain و الـ prior 0.5 يعني
+
+364
+00:32:03,260 --> 00:32:06,380
+بمعنى إذا هذه بدي أطبقها كأول مرة وما عنديش أي
+
+365
+00:32:06,380 --> 00:32:10,520
+knowledge مسبقة فالـ knowledge المسبقة أنه إذا
+
+366
+00:32:10,520 --> 00:32:14,360
+اليوم today احتمالية بكرا today خمسين في المية طب
+
+367
+00:32:14,360 --> 00:32:18,950
+احتمالية أنه بكرا dry برضه خمسين في المية ما لم ..
+
+368
+00:32:18,950 --> 00:32:22,850
+اه .. ما لم يحدث أن صار عندي knowledge .. ليش؟
+
+369
+00:32:22,850 --> 00:32:25,650
+لأنه الآن إذا طبقنا rule من الـ rules و طلعت نتائج
+
+370
+00:32:25,650 --> 00:32:28,950
+فالنتائج بالنسبة لأي rule أخرى هتصبح هي الـ prior
+
+371
+00:32:28,950 --> 00:32:33,890
+.. هتصبح هي الآن الـ prior .. أما الـ 0.5 هذه
+
+372
+00:32:33,890 --> 00:32:40,040
+هتلاقيهم معظمهم 0.5 أساس أنه في البداية كـ knowledge
+
+373
+00:32:40,040 --> 00:32:45,380
+مسبقة كويس .. كل القيامة أتوقع موجودة هنجي نطلع ..
+
+374
+00:32:45,380 --> 00:32:48,700
+هنلاقي أنه .. هقول لأن رقمين رقمين بحيث أن الأول
+
+375
+00:32:48,700 --> 00:32:51,080
+هو الـ sufficiency .. التاني هو الـ necessity عشان
+
+376
+00:32:51,080 --> 00:32:54,360
+نلاحظ أن دايماً الأول أكبر من الثاني الـ rule رقم
+
+377
+00:32:54,360 --> 00:33:01,260
+اثنين 1.6 أو .410 1.1
+
+378
+00:33:01,260 --> 00:33:09,680
+.512 أو .951 فهي عندي ستة
+
+379
+00:33:09,680 --> 00:33:15,020
+rules بدنا نقلها نبدأ نعمل dialogue معين و نطلب
+
+380
+00:33:15,020 --> 00:33:19,780
+متذكرين لما تكلمنا عن الـ rules و كيف ممكن أنشئها
+
+381
+00:33:19,780 --> 00:33:22,820
+و الـ inference بتاعتها و اتكلمنا عن الـ backward و
+
+382
+00:33:22,820 --> 00:33:27,440
+اتكلمنا عن الـ forward كويس و بدنا نحلل عشان نشوف
+
+383
+00:33:27,440 --> 00:33:32,850
+أنا إيش اللي بدي أسأل عنه كويس من الـ evidences عشان
+
+384
+00:33:32,850 --> 00:33:36,850
+أطلبه من الـ user أما إذا واحدة من الـ evidences هي
+
+385
+00:33:36,850 --> 00:33:40,170
+فعلياً conclusion .. conclusion لـ rule تانية فمعنى
+
+386
+00:33:40,170 --> 00:33:43,290
+ذلك بروح بدور على الـ rule التانية إيش اللي بيحققها
+
+387
+00:33:43,290 --> 00:33:46,390
+عملنا الـ .. الـ analysis هذا المرة اللي فاتت و
+
+388
+00:33:46,390 --> 00:33:50,690
+عملنا له diagram فيه المثال تبع الـ .. الـ media إذا
+
+389
+00:33:50,690 --> 00:33:54,610
+أنتم متذكرين لما قلنا بدنا نعمل دورات و بدنا guide
+
+390
+00:33:54,610 --> 00:34:00,400
+للدورات هذه تمام الآن بنفس الفكرة بدي أشوف إيش الـ
+
+391
+00:34:00,400 --> 00:34:02,880
+evidence اللي أنا محتاج أسأل عنها عشان أعرف هي
+
+392
+00:34:02,880 --> 00:34:07,080
+جداش متحققة، جداش متحققة، فهنبدأ نسأل من الـ
+
+393
+00:34:07,080 --> 00:34:11,380
+dialogue تبعنا على الـ weather today، جداش .. إيش
+
+394
+00:34:11,380 --> 00:34:14,700
+الجو اليوم، هل هو ممطر ولا هو dry، today، لأن أنا
+
+395
+00:34:14,700 --> 00:34:20,770
+بدي أتوقع لـ tomorrow، فهنقول أن
+
+445
+00:38:36,980 --> 00:38:40,220
+اللي
+
+446
+00:38:40,220 --> 00:38:40,900
+هي tomorrow
+
+447
+00:38:43,450 --> 00:38:54,130
+is rain تمام؟ condition today is rain، جدًّا هتساوي
+
+448
+00:38:54,130 --> 00:38:59,070
+اللي هي two point five، من وين جبنا الـ two point
+
+449
+00:38:59,070 --> 00:39:04,890
+five؟ هي الـ odds للـ condition هذا، احنا على طول احنا
+
+450
+00:39:04,890 --> 00:39:08,290
+عملنا jump على السريع لـ probability، بس أنا عارف
+
+451
+00:39:08,290 --> 00:39:11,710
+أنّ probability هدي، هجيبها من مين؟ من الـ odds أنّ
+
+452
+00:39:11,710 --> 00:39:16,810
+tomorrow is rain، condition today is rain، كـ odds
+
+453
+00:39:16,810 --> 00:39:22,690
+خلاص، بدرب الـ odds تبعت tomorrow is rain لحالها
+
+454
+00:39:22,690 --> 00:39:26,730
+اللي هي واحد في الـ sufficiency، في الـ sufficiency
+
+455
+00:39:26,730 --> 00:39:30,830
+اللي هي كانت اتنين ونصف، هي اتنين ونصف من الـ rule
+
+456
+00:39:30,830 --> 00:39:36,450
+نفسها، كويس، ضربناهم في بعض فطلع 2.5، اختصارًا على طول
+
+457
+00:39:36,450 --> 00:39:40,410
+الـ probability بالنسبة للـ odds هي الـ odds على 1
+
+458
+00:39:40,410 --> 00:39:49,310
+زاد الـ odds فـ 2.5 على 1، زاد 2.5 على طول، هتساوي 0.71
+
+459
+00:39:51,780 --> 00:39:56,600
+one تمام، هيك خلصنا، جدًّا ارجح أو احتمالية أنّ بكرا
+
+460
+00:39:56,600 --> 00:40:01,340
+rain، طيب جدًّا احتمالية أنّ بكرا dry، فيلها الـ rule
+
+461
+00:40:01,340 --> 00:40:06,160
+بتاعتها، الـ rule مين؟ الـ rule رقم اتنين، فنفس الفكرة
+
+462
+00:40:06,160 --> 00:40:11,040
+من الـ rule رقم اتنين، بدي أحسب الـ o أو الـ odds أنّ
+
+463
+00:40:11,040 --> 00:40:19,260
+tomorrow is a dry، لأنّ احنا بنشتغلها لـ dry من اللي
+
+464
+00:40:19,260 --> 00:40:23,130
+بيحققها، هي اللي هي الـ rule رقم اتنين، عشان أقول أنّ
+
+465
+00:40:23,130 --> 00:40:28,030
+هذا برضه كـ priority .. كـ prior .. عفوا prior ..
+
+466
+00:40:28,030 --> 00:40:32,790
+prior 0.5، اللي هي المعلومة المسبقة للـ .. للكل 0.5
+
+467
+00:40:32,790 --> 00:40:38,490
+فنفس الفكرة، 0.5 على واحد ناقص 0.5، وتساوي واحد للـ
+
+468
+00:40:38,490 --> 00:40:42,070
+rule رقم اتنين، فهنا rule اتنين
+
+469
+00:40:44,380 --> 00:40:50,300
+نفس الفكرة، منها بدنا نحسب الآن برضه الـ odds أنّ
+
+470
+00:40:50,300 --> 00:40:56,000
+tomorrow is .. اه ايش بدنا نقول؟ tomorrow is dry
+
+471
+00:40:56,000 --> 00:40:58,720
+لأنّ أنا بدي أشتغل إنّه ما وجدّش احتمالية tomorrow is
+
+472
+00:40:58,720 --> 00:41:05,300
+dry condition، ايش؟ today is rain، ليش rain؟ لأنّ
+
+473
+00:41:05,300 --> 00:41:10,180
+معلومة موجودة عندي، أنا باخدها كـ input، أنّ اليوم
+
+474
+00:41:10,180 --> 00:41:17,660
+rain، فكأنّه بدي أقول الـ big الـ odds tomorrow is dry
+
+475
+00:41:17,660 --> 00:41:31,700
+given today is rain، تمام، فإذا هي الـ .. الـ odds الـ
+
+476
+00:41:31,700 --> 00:41:35,020
+odds أنّ tomorrow is dry، اللي هي الواحد مضروبة في
+
+477
+00:41:35,020 --> 00:41:41,340
+مين؟ مضروبة بالنسبة للـ condition هذه في النفي لـ dry
+
+478
+00:41:41,340 --> 00:41:46,980
+للـ evidence dry، if dry هو فعليًّا مش dry، معناته بدي
+
+479
+00:41:46,980 --> 00:41:51,300
+أشتغل على 1.6؟ أكيد لأ، مش هشتغل على الصفحانسي، هشتغل
+
+480
+00:41:51,300 --> 00:41:54,020
+على الـ necessity، هنشتغل على الـ necessity، لأنّ الـ
+
+481
+00:41:54,020 --> 00:41:59,560
+necessity هذه هو احتمال حدوث الـ conclusion في ظلّ
+
+482
+00:41:59,560 --> 00:42:05,400
+عدم حدوث الـ evidence، وهذا هو اللي حدث فعليًّا، أنّ هنا
+
+483
+00:42:05,400 --> 00:42:09,660
+بدنا نحسب tomorrow is dry، الـ conclusion given
+
+484
+00:42:09,660 --> 00:42:15,080
+today is rain، يعني عدم حدوث الدراعي اللي احنا بنتكلم
+
+485
+00:42:15,080 --> 00:42:19,340
+عنها كـ evidence، عشان هيك هدى هنضربها، تصبح تساوي 1
+
+486
+00:42:19,340 --> 00:42:26,040
+مضروب في جدًّا القيمة 0.4 مباشرة، عشان أحوّلها للـ
+
+487
+00:42:26,040 --> 00:42:33,880
+probability، هتساوي 0.4 على 1 plus 0.4، على one plus
+
+488
+00:42:33,880 --> 00:42:38,920
+0.4، عشان تعطيني جدًّا قيمة 0.29، فهي القيمتين اللي
+
+489
+00:42:38,920 --> 00:42:46,760
+طلعناهم فعليًّا، هي الـ 0.29 للـ dry، وهي الـ 0.71 للـ
+
+490
+00:42:49,050 --> 00:42:55,130
+لأ الـ .. الـ rain، لـ rain، فهم القيمتين هدول اللي كنا
+
+491
+00:42:55,130 --> 00:43:00,330
+جبناهم، خلصنا seven one أو point two nine أو point
+
+492
+00:43:00,330 --> 00:43:05,570
+two nine، okay، الآن الـ dialogue بده يكمل، بدنا نسأل
+
+493
+00:43:05,570 --> 00:43:12,150
+على الـ .. الـ .. الـ rainfall today، جدًّا التساقط
+
+494
+00:43:12,150 --> 00:43:16,780
+المطر، أو جدًّا نسبة تساقط المطر، فجال، لي، هيعطاني أنّ هي
+
+495
+00:43:16,780 --> 00:43:27,220
+low، فهي معلومة تانية، هنضيفها لمين؟ لـ .. لـ rain، فرور
+
+496
+00:43:27,220 --> 00:43:30,720
+رقم واحد واتنين خلصناهم، خلصنا منهم، الآن المعلومة
+
+497
+00:43:30,720 --> 00:43:40,100
+التانية اللي هي الـ rainfall .. rainfall الشيطاني
+
+498
+00:43:40,100 --> 00:43:40,960
+is low
+
+499
+00:43:44,820 --> 00:43:50,440
+الفكرة هي هي كما هي برضه، هنروح لـ الـ odds لـ
+
+500
+00:43:50,440 --> 00:43:54,700
+tomorrow is dry، هنبدأ في الـ dry، طيب tomorrow is
+
+501
+00:43:54,700 --> 00:44:00,340
+dry، عشان أتكلم عنها الآن، الـ priority أو أيّ، عفوا الـ
+
+502
+00:44:00,340 --> 00:44:04,280
+prior اللي صارت عندي، الـ prior اللي صارت عندي بطلت
+
+503
+00:44:04,280 --> 00:44:11,410
+0.5، بطلت 0.5، مع علمنا أنّ كلّ الـ rules كانت الـ prior
+
+504
+00:44:11,410 --> 00:44:15,430
+0.5، بس مش هستخدم 0.5، ليش؟ لأنّ أنا فعليًّا صار عندي
+
+505
+00:44:15,430 --> 00:44:22,430
+معلومة الآن، عندي معلومة أنّ لأ، الـ rain هي 0.71، ولأ
+
+506
+00:44:22,430 --> 00:44:30,610
+dry هي 0.29، هدول جبناهم من rule رقم 1 و2، فمش
+
+507
+00:44:30,610 --> 00:44:34,480
+معقول أتجاهلهم الآن، أتجاهلهم أمتى؟ لو هنا ما عنديش
+
+508
+00:44:34,480 --> 00:44:37,680
+knowledge، فبستخدم الـ 0.5، بس أنا صار عندي knowledge
+
+509
+00:44:37,680 --> 00:44:40,920
+الـ knowledge هذه أخذتها من rule رقم واحد و rule
+
+510
+00:44:40,920 --> 00:44:44,760
+رقم اتنين، وهي قيمها، فإذا الآن لما بدي أقول odds
+
+511
+00:44:44,760 --> 00:44:49,960
+tomorrow is dry، بدي أشتغل على مين؟ على الـ prior 0
+
+512
+00:44:49,960 --> 00:44:55,900
+.29، على واحد ناقص 0.29، تمام، ومنها عشان أجيب
+
+513
+00:44:55,900 --> 00:44:59,840
+tomorrow is dry then، أيوة الـ الاحق .. condition ..
+
+514
+00:44:59,840 --> 00:45:03,040
+condition ايش؟ المعلومتين اللي عندي أنّ today is
+
+515
+00:45:03,040 --> 00:45:10,140
+rain، تقاطع أو and، rainfall is low، rainfall is low
+
+516
+00:45:10,140 --> 00:45:14,520
+فهذه هنروح، بدنا نشوف مين اللي متوفر فيها المعلومات
+
+517
+00:45:14,520 --> 00:45:18,120
+هذه كلها، هنلاقي أنّ هي الـ rule رقم تلاتة، الـ rule
+
+518
+00:45:18,120 --> 00:45:21,460
+رقم تلاتة ايش بتقول؟ if today is rain and rainfall
+
+519
+00:45:21,460 --> 00:45:24,320
+is low، وميعطيني هي الـ sufficiency، وميعطيني الـ
+
+520
+00:45:24,320 --> 00:45:29,020
+necessity، then tomorrow is dry، a prior 0.5، 0.5 هنا
+
+521
+00:45:29,020 --> 00:45:32,820
+لما أنظرلها هذه، بأنظرلها لو ما أنا ما عنديش معلومة
+
+522
+00:45:32,820 --> 00:45:36,270
+مسبقة، لكن أنا عندي معلومة مسبقة، وهي معلومتنا
+
+523
+00:45:36,270 --> 00:45:40,770
+المسبقة، حلّيناها واشتغلنا عليها، خلصنا، عشان نيجي نقول
+
+524
+00:45:41,600 --> 00:45:47,780
+فعليًّا today is rain هي rain مظبوطة، rainfall is low
+
+525
+00:45:47,780 --> 00:45:51,800
+برضه تحققوا الاتنين، هيهم، فإذا الاتنين تحققوا، مدام
+
+526
+00:45:51,800 --> 00:45:55,000
+تحققت الـ evidence، الـ two evidence، يعني أنا بشتغل
+
+527
+00:45:55,000 --> 00:45:59,120
+على necessity ولا sufficiency؟ تحققوا، أكيد
+
+528
+00:45:59,120 --> 00:46:04,020
+sufficiency، أكيد sufficiency، فإذا الـ 0.41 اللي هي
+
+529
+00:46:04,020 --> 00:46:10,740
+الـ odds، لأنّ tomorrow is dry بشكل مطلق لحالها
+
+530
+00:46:10,740 --> 00:46:17,520
+مضروبة في أنّ تحقق، إذا .. اللي هي الأرجحية أو الـ
+
+531
+00:46:17,520 --> 00:46:21,420
+odds لمين؟ للـ rule نفسها، أنّ لو تحققت الـ evidences
+
+532
+00:46:21,420 --> 00:46:25,460
+جدًّا أرجحيتهم تتحقق الـ conclusion، واللي كانت
+
+533
+00:46:25,460 --> 00:46:32,900
+قيمتها عشرة، فهيطلع عندي 4.1، 4.1 بكل بساطة، هذه odds
+
+534
+00:46:32,900 --> 00:46:38,940
+بتحولها لـ probability، فالـ 4.1 على 1 plus 4.1، خلاص
+
+535
+00:46:38,940 --> 00:46:45,880
+عشان نجيب 0.8، طيب 0.8 هذه معلومة الآن اتشكلت عندي
+
+536
+00:46:45,880 --> 00:46:54,120
+جديدة، لغة الـ 0.25، صار عندي للـ dry 0.8
+
+537
+00:46:56,300 --> 00:47:01,460
+0.8، خلاص الآن صارت معلومة جديدة، فهي dry 0.8، والـ
+
+538
+00:47:01,460 --> 00:47:05,340
+rain ضلت زي ما هي، ليش؟ لأنّه أخذتها أنا من rule
+
+539
+00:47:05,340 --> 00:47:07,480
+واحدة فقط، 0.71
+
+540
+00:47:09,940 --> 00:47:14,460
+طيب الـ temperature، طبعًا، هل بقدر أطبّق أيّ rules
+
+541
+00:47:14,460 --> 00:47:17,220
+تانية؟ راجع كلّ الـ rules، هتلاقي أنّ لأ، مافيش مجال
+
+542
+00:47:17,220 --> 00:47:20,900
+أطبّق شيء ثاني، عشان أطبّق أيّ rule أخرى، محتاج كمان
+
+543
+00:47:20,900 --> 00:47:23,280
+معلومة زيادة، المعلومة الزيادة هي الـ temperature
+
+544
+00:47:23,280 --> 00:47:26,440
+اليوم، جدًّا الـ temperature، فالـ temperature جال، ليه
+
+545
+00:47:26,440 --> 00:47:30,840
+cold، جالنا أنّ الـ temperature، درجة الحرارة، برد، فإذا
+
+546
+00:47:30,840 --> 00:47:34,220
+منخفضة، فإذا منخفضة، عشان نيجي نطلع نقار، أنّ صار عندي
+
+547
+00:47:34,220 --> 00:47:37,920
+ثلاث معلومات، فهنا الـ temperature
+
+548
+00:47:43,310 --> 00:47:48,670
+temperature is cold، هاي معلومة تالتة، الآن بدنا
+
+549
+00:47:48,670 --> 00:47:51,950
+نشوف الثلاث معلومات اللي صاروا عندي، بيحقّق لي أيّ
+
+550
+00:47:51,950 --> 00:48:01,870
+rules، ممكن أنا، ممكن تتحقّق معايا، هنجد أنّ حقّق لنا
+
+551
+00:48:01,870 --> 00:48:06,720
+الـ rule رقم أربعة، اللي كان فيها today is rain، هي الـ
+
+552
+00:48:06,720 --> 00:48:09,880
+weather موجودة عندي، الـ rainfall is low هي الـ
+
+553
+00:48:09,880 --> 00:48:12,900
+rainfall موجودة، والـ temperature is cold هي موجودة
+
+554
+00:48:12,900 --> 00:48:16,680
+وواضح أنّ كلهم في اتجاه الموجب، بمعنى أنّ هي rain
+
+555
+00:48:16,680 --> 00:48:20,260
+فعلاً هي rain، الـ rainfall is low هي فعلاً low، والـ
+
+556
+00:48:20,260 --> 00:48:22,720
+temperature is cold هي فعلاً cold، فإذا واضح أنّ هنا
+
+557
+00:48:22,720 --> 00:48:25,800
+عندنا كمان شوية، هنشتغل عالمين على الـ sufficiency
+
+558
+00:48:25,800 --> 00:48:30,420
+لأنّهم متحقّقين الـ evidences تمام، وهنبدأ نقول الـ
+
+559
+00:48:30,420 --> 00:48:35,480
+odds لـ tomorrow is dry، لحظوا، tomorrow is a dry، الآن
+
+560
+00:48:35,480 --> 00:48:39,100
+هشتغل على مين؟ مش على الـ 0.5 إطلاقًا، مش هشتغل على الـ
+
+561
+00:48:39,100 --> 00:48:43,100
+0.5، هشتغل على الـ 0.8 اللي اتحوّشت عندي، اللي اتكومت
+
+562
+00:48:43,100 --> 00:48:46,940
+عندي كمعرفة مسبقة، قبل ما أطبّق القاعدة هذه أو الـ
+
+563
+00:48:46,940 --> 00:48:51,140
+rule رقم 4، فصارت 0.8 على واحد ناقص 0.8، صار بتساوي
+
+564
+00:48:51,140 --> 00:48:56,760
+4، الأربعة هذه، هنضربها في الـ sufficiency، لأنّ كلهم
+
+565
+00:48:56,760 --> 00:49:00,700
+تحقّقوا، كلهم متحقّقين، والـ conclusion هو نفسه اللي
+
+566
+00:49:00,700 --> 00:49:03,040
+أنا قاعد بشتغل عليه، اللي بحسبه، اللي هو tomorrow
+
+567
+00:49:03,040 --> 00:49:07,240
+is dry، فهي then tomorrow is dry، متّفقين؟ تمام، فبضرب
+
+568
+00:49:07,240 --> 00:49:10,760
+في الـ one point five، عشان يطلع عندي ستة، ستة على
+
+569
+00:49:10,760 --> 00:49:16,960
+واحد زائد ستة، بيعطيني الـ probability أنّ بكرا dry
+
+570
+00:49:16,960 --> 00:49:23,020
+فإذا اختلفت هنا، صارت eight six، point eight six
+
+571
+00:49:23,020 --> 00:49:26,400
+تمام، نشوف
+
+572
+00:49:28,240 --> 00:49:32,200
+في عندي كمان tomorrow is dry، اللي هي الرقم خمسة
+
+573
+00:49:32,200 --> 00:49:37,760
+tomorrow is dry، temperature is warm، و then
+
+574
+00:49:37,760 --> 00:49:40,940
+tomorrow is rain، حقيقة بقدر أنا أفذّها دي، بنقدر
+
+575
+00:49:40,940 --> 00:49:45,360
+أفذّها بسهولة، ليش؟ لأنّ tomorrow is dry، لأ هي rain
+
+576
+00:49:45,360 --> 00:49:51,350
+فأنا عندي العكس، المهم إنّه موجود عند قيمتها بس
+
+577
+00:49:51,350 --> 00:49:55,830
+بالـ false، كويس، ايش في عندي كمان؟ temperature is warm
+
+578
+00:49:55,830 --> 00:49:59,530
+معناته عكس temperature is cold، عكس temperature is
+
+579
+00:49:59,530 --> 00:50:01,990
+cold، then tomorrow is rain، معناه ذلك إنّه بقدر
+
+580
+00:50:01,990 --> 00:50:05,470
+أشتغل على tomorrow is rain، ولكن على اعتبار أنّ الـ
+
+581
+00:50:05,470 --> 00:50:09,210
+evidence لم تتحقّق، لم تتحقّق، فواضح إنّه لمين بده أروح
+
+582
+00:50:09,210 --> 00:50:15,430
+هناك؟ أكيد، هنروح للـ .. الـ .. الـ sufficiency، لأ الـ
+
+583
+00:50:15,430 --> 00:50:19,980
+necessity، للـ necessity، sufficiency أكيد لأ، تمام
+
+584
+00:50:19,980 --> 00:50:24,040
+فحنقول tomorrow is rain، الـ odds بتاعتها هي الـ
+
+585
+00:50:24,040 --> 00:50:27,180
+knowledge المسبقة، أنا حتّى الآن عند الـ knowledge
+
+586
+00:50:27,180 --> 00:50:32,280
+المسبقة لـ rain هي 0.71، فبستخدمها، 0.71 على واحد ناقص
+
+587
+00:50:32,280 --> 00:50:38,120
+0.71، 2.45، هذه حنضربها في الـ necessity، في الـ
+
+588
+00:50:38,120 --> 00:50:41,360
+necessity، لأنّ الـ evidences مش متحقّقة، ضربناها، و
+
+589
+00:50:41,360 --> 00:50:45,940
+خلصنا، طلعت عندنا القيمة، القيمة الآن في الحالة اللي
+
+590
+00:50:45,940 --> 00:50:49,040
+عندنا، بدي أجيب لها الـ probability، نفس القيمة اللي
+
+591
+00:50:49,040 --> 00:50:53,540
+هي للـ odds على 1 زائد قيمة الـ odds، عشان يطلع عندي
+
+592
+00:50:53,540 --> 00:51:04,820
+0.69، فهنا اتغيّرت لايش؟ من 7 1 لـ 6 9، 0.69، تمام، فـ dry
+
+593
+00:51:04,820 --> 00:51:12,480
+صارت 86%، rain 69%، الآن بندور هل الـ conditions كلها
+
+594
+00:51:12,480 --> 00:51:15,940
+بقدر أحقّقها؟ لأ، وجدنا أنّ لسه في معلومة محتاجينها
+
+595
+00:51:15,940 --> 00:51:24,520
+هي الـ cold cover، أو جدًّا تلبّد الغيوم، فبنأسأل عن قدّاش
+
+596
+00:51:24,520 --> 00:51:28,960
+في غيوم، فـ overcast، بمعنى أنّ هو ملبّط بالغيوم، و
+
+597
+00:51:28,960 --> 00:51:33,280
+بنيجي نشوف بالنسبة للـ overcast هنا، هنتكلم عن مين؟
+
+598
+00:51:33,280 --> 00:51:40,060
+عن الـ cloud، هتكون
+
+599
+00:51:40,060 --> 00:51:41,740
+overcast
+
+600
+00:51:45,910 --> 00:51:50,150
+تمام، فالضبابية لأ، هو ملبّط بالغيوم، كويس، هي المعلومة
+
+601
+00:51:50,150 --> 00:51:53,610
+الثالثة، عشان برضه نمسك، صار عندي أربع معلومات، جدًّا
+
+602
+00:51:53,610 --> 00:51:57,110
+بقدر أحقّق rules، فهنجد أنّ الـ rule الرابع اللي ما
+
+603
+00:51:57,110 --> 00:52:02,960
+زال موجود عندنا، نقدر نشتغل عليها، أو نقدر نحقّقها، الـ
+
+604
+00:52:02,960 --> 00:52:05,940
+output تبقى حالتنا، مش تبقى rain، فهنشتغل على rain
+
+605
+00:52:05,940 --> 00:52:09,720
+rain، صارلها الوقت بالنسبالي، الـ prior knowledge هي 0
+
+606
+00:52:09,720 --> 00:52:14,940
+.69، على one minus 0.69، فجبنا الـ odds بتاعتها، الـ
+
+607
+00:52:14,940 --> 00:52:18,780
+odds بتاعتها الآن، نيج
+
+667
+00:56:59,940 --> 00:57:03,180
+minus one قيمتها ل certainty factor almost
+
+668
+00:57:03,180 --> 00:57:11,150
+certainly not minus 0.8 probably not 0.6 بالمينوس
+
+669
+00:57:11,150 --> 00:57:18,830
+طبعا maybe not 0.4 a noun فهي ما بين minus 0.2
+
+670
+00:57:18,830 --> 00:57:25,390
+to plus 0.2 maybe لأ بالعكس صارت plus 0.4 probably
+
+671
+00:57:25,390 --> 00:57:33,650
+plus 0.6 almost certainly plus 0.8 و definitely
+
+672
+00:57:33,650 --> 00:57:39,610
+plus one plus one هذه القيم بنقدر نعبر من خلالها
+
+673
+00:57:39,610 --> 00:57:44,370
+على بعض الألفاظ اللي ممكن تحدث معنا في الـ rules
+
+674
+00:57:44,370 --> 00:57:48,270
+عشان نعبر عنها بكل بساطة بدل ما كنت بشتغل عليها
+
+675
+00:57:48,270 --> 00:57:51,810
+probability بتصير الآن الـ rule تبعتي بنحط لها
+
+676
+00:57:51,810 --> 00:57:57,970
+probability بنحط لها if then evidence أو evidences
+
+677
+00:57:57,970 --> 00:58:04,270
+so and and or then hypothesis with certainty
+
+678
+00:58:04,270 --> 00:58:08,550
+factor قيمة معينة أبعدنا عن الـ probability وأبعدنا
+
+679
+00:58:08,550 --> 00:58:14,370
+هنا تماما عن الـ sufficiency والـ Necessity فضلت
+
+680
+00:58:14,370 --> 00:58:20,090
+عبارة عن CF فقط فهذه هي تمثل لنا الآن جداش الـ
+
+681
+00:58:20,090 --> 00:58:24,710
+belief in hypothesis H given the evidence E has
+
+682
+00:58:24,710 --> 00:58:29,490
+occurred بمعنى جداش الآن أنا أؤمن أن الـ rule هذه
+
+683
+00:58:29,490 --> 00:58:33,270
+هتتحقق أو الـ hypothesis هتتحقق إذا الـ evidence
+
+684
+00:58:33,270 --> 00:58:38,010
+تحققت، درجة إيماننا بهذا الـ .. الـ .. الـ .. الـ ..
+
+685
+00:58:38,010 --> 00:58:41,110
+بهذه الـ rule، درجة إيماننا بهذا الـ rule، okay، المرة
+
+686
+00:58:41,110 --> 00:58:47,090
+القادمة بنكمل في قوانينها وبنحاول برضه ناخد
+
+687
+00:58:47,090 --> 00:58:51,550
+يعني شوية characteristics مهمة أو properties مهمة
+
+688
+00:58:51,550 --> 00:58:54,750
+لموضوع certainty factor، ناخد برضه مثال الـ forecast
+
+689
+00:58:54,750 --> 00:58:59,610
+عليها وبنكون هنا الموضوعين اليوم خلصنا الـ
+
+690
+00:58:59,610 --> 00:59:02,190
+probability ودي حاجة مهمة وياريتكم كويس ترجعوها
+
+691
+00:59:02,190 --> 00:59:05,530
+لأنه زي ما قلنا بتكون في فروق بين odds وبين
+
+692
+00:59:05,530 --> 00:59:09,150
+probability، وهذه كيف أحولها لهذه وهذه كيف أحولها
+
+693
+00:59:09,150 --> 00:59:12,190
+لهذه، مهمة جداً من المواضيع المهمة، ما فيش حاجة اسمها
+
+694
+00:59:12,190 --> 00:59:18,110
+expert systems أو علم AI بدون حسابات بدون توقعات
+
+695
+00:59:18,110 --> 00:59:21,350
+فحنا في النهاية نتكلم عن أنه بدل الـ machine تتوقع
+
+696
+00:59:21,350 --> 00:59:24,330
+فلابد أن احنا نكون برضه عندنا الـ knowledge الكافية
+
+697
+00:59:24,330 --> 00:59:27,950
+أنه ندرب الـ machine على التوقع هذا، وأهمها الـ
+
+698
+00:59:27,950 --> 00:59:30,790
+uncertainty .. الـ uncertainty للمرة القادمة و
+
+699
+00:59:30,790 --> 00:59:31,370
+يعطيكم ألف ألف ..
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/bunR1rXS_Kc_postprocess.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/bunR1rXS_Kc_postprocess.srt
new file mode 100644
index 0000000000000000000000000000000000000000..a8a9ef41abc0abcec3f7ae232d9eccd536f2de90
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/bunR1rXS_Kc_postprocess.srt
@@ -0,0 +1,2796 @@
+1
+00:00:04,940 --> 00:00:08,280
+بسم الله الرحمن الرحيم نستكمل محاضرة ال
+
+2
+00:00:08,280 --> 00:00:11,220
+uncertainty factor أو ال uncertainty management
+
+3
+00:00:11,220 --> 00:00:17,540
+بشكل أساسي و اللي هنتكلم من خلالها على موضوعين أول
+
+4
+00:00:17,540 --> 00:00:20,640
+شغلة موضوع ال probability ثم موضوع ال uncertainty
+
+5
+00:00:20,640 --> 00:00:23,780
+factor و اللي ممكن من خلالها نعمل management ل ال
+
+6
+00:00:23,780 --> 00:00:28,720
+uncertainty و نشوف اتحدثنا من المرة السابقة عن ال
+
+7
+00:00:28,720 --> 00:00:33,220
+probability و اتحدثنا .. اتحدثنا بشكل أساسي على ال
+
+8
+00:00:33,220 --> 00:00:36,830
+conditional probabilityوشوفنا مفرداتها واتكلمنا
+
+9
+00:00:36,830 --> 00:00:40,090
+إذا كان .. يمكن أخدنا بعض حالات في حال كان عندي
+
+10
+00:00:40,090 --> 00:00:44,350
+أكتر من evidence لنفس ال hypothesis ولمّا ..
+
+11
+00:00:44,350 --> 00:00:48,430
+واتحدثنا أيضا إذا كان ال .. ال evidence ممكن تعطي
+
+12
+00:00:48,430 --> 00:00:53,770
+أكتر من one hypothesis بمعنى hypotheses متعددة و
+
+13
+00:00:53,770 --> 00:00:59,130
+أخدنا القوانين بتاعتها وشرحناها وفصلنا فيهاووصلنا
+
+14
+00:00:59,130 --> 00:01:03,650
+لمثال والمثال زي ما احنا شايفين أمامنا عندي مجموعة
+
+15
+00:01:03,650 --> 00:01:08,410
+probabilities وعندي ال hypothesis الأول والتاني
+
+16
+00:01:08,410 --> 00:01:12,830
+والتالت فال hypothesis الأول for example زي المرة
+
+17
+00:01:12,830 --> 00:01:17,090
+اللي فاتت متحدثنا ممكن نفترض أن هم طالب من هندسة
+
+18
+00:01:17,090 --> 00:01:21,190
+الحاسوب ال hypothesis التاني طالب من تكنولوجيا
+
+19
+00:01:21,190 --> 00:01:25,030
+المعلومات وال hypothesis التالت for example طالب
+
+20
+00:01:25,030 --> 00:01:30,950
+من هندسة الكهرباو مجموعة ال probabilities PHI اللي
+
+21
+00:01:30,950 --> 00:01:34,790
+هي ممكن تكون PH1 فمعنى ذلك ان هي ال probability
+
+22
+00:01:34,790 --> 00:01:41,230
+انه اتطالب من هندسة الحسوب H2 معناته اتطالب من
+
+23
+00:01:41,230 --> 00:01:44,630
+هندسة .. من تكنولوجيا المعلومات H3 من هندسة
+
+24
+00:01:44,630 --> 00:01:51,940
+الكهرباP E1 condition HI معناه ذلك انه في ظهور
+
+25
+00:01:51,940 --> 00:01:58,280
+اجدش احتمالية ال H1 و نبدأ ب1 ال I1 معناه انه
+
+26
+00:01:58,280 --> 00:02:04,100
+هندسة طالب من هندسة الحاسوب اذا وقع الحدث E1 و E1
+
+27
+00:02:04,100 --> 00:02:07,160
+for example برضه عشان نقرب المفهوم خلينا نفترض ان
+
+28
+00:02:07,160 --> 00:02:11,520
+هو يحمل laptop يحمل laptop فاجدش احتمالية انه
+
+29
+00:02:11,520 --> 00:02:15,980
+الطالب هذاهو هندسة حاسوب فكل اللي بعمله هذه
+
+30
+00:02:15,980 --> 00:02:19,820
+الاحتمالية تصبح ليه الفاصلة تلاتة هنا كأنه نسبة
+
+31
+00:02:19,820 --> 00:02:24,080
+هندسة الحاسوب من مجموع او من عيب من ال universe of
+
+32
+00:02:24,080 --> 00:02:29,300
+discourse اللي بيحمله laptop كمجموع طيب ال E2
+
+33
+00:02:29,300 --> 00:02:34,920
+هنفترض انه هي ال T square وهو مصطرة ال T و هنقول
+
+34
+00:02:34,920 --> 00:02:40,880
+مثلا for example 0.9 معنا ذلك انه تسعين في المية
+
+35
+00:02:40,880 --> 00:02:48,480
+من الطلبة الليبيحدث لهم ال evidence H2 اللي هو
+
+36
+00:02:48,480 --> 00:02:53,420
+يحمله T2 ثم من هنا دست الحسوب وتحدثنا يمكن عنها
+
+37
+00:02:53,420 --> 00:02:59,020
+هذه القصة من المرة السابقة ال E3 اللي هو rolled in
+
+38
+00:02:59,020 --> 00:03:05,460
+AI أو الطالب مسجل ال AI وحنشوف كيف بنتعامل معاها
+
+39
+00:03:08,020 --> 00:03:12,180
+فحفترض ابتداء ان ال evidence اللي ظهر معايا في
+
+40
+00:03:12,180 --> 00:03:17,700
+البداية هو E3 اللي هو مسجل مساق AI مثلا for
+
+41
+00:03:17,700 --> 00:03:21,600
+example فمعنى ذلك ان انا محتاج احسب ال probability
+
+42
+00:03:21,600 --> 00:03:29,260
+لل hypothesis 1, hypothesis 2, hypothesis 3كلهم في
+
+43
+00:03:29,260 --> 00:03:34,380
+حال حدوث ال evidence 3 و المثال القانون كان عندنا
+
+44
+00:03:34,380 --> 00:03:37,340
+واضح من المرة السابقة فماكنش فيها إشكالية كل اللي
+
+45
+00:03:37,340 --> 00:03:43,560
+بنعمله بنشوف جدش ال probability ل H1 لأن هنا بدنا
+
+46
+00:03:43,560 --> 00:03:48,180
+نتحدث نبدأ نحسب ل H1 الأول ال probability ل H1
+
+47
+00:03:48,180 --> 00:03:55,460
+بشكل مجرد ل H1 و خلاص condition E3 فهي عندي .. وين
+
+48
+00:03:55,460 --> 00:04:02,300
+ال E3؟ هي ال E3فإذا بنضرب الـ 0.4 في الـ 0.6 على
+
+49
+00:04:02,300 --> 00:04:08,300
+مجموع كل ال hypotheses الممكنين فمعنى ذلك إنه على
+
+50
+00:04:08,300 --> 00:04:16,100
+برضه 0.4 مضروبة في 0.6 plus 0.35 مضروبة في 0.7
+
+51
+00:04:16,100 --> 00:04:25,340
+plus 0.25 مضروبة في 0.9 فبيطلع عندى جداش احتمالية
+
+52
+00:04:25,340 --> 00:04:26,320
+H1
+
+53
+00:04:28,360 --> 00:04:32,660
+given E ثلاثة نفس الكلام given E ثلاثة جداش
+
+54
+00:04:32,660 --> 00:04:39,320
+احتمالية H2 بنفس القلية ولكن هيختلف فقط من البسط
+
+55
+00:04:39,320 --> 00:04:44,320
+فقط البسط لأنه كمجموع هما نفس المجموع كمجموع هو
+
+56
+00:04:44,320 --> 00:04:50,120
+نفس المجموع لكل ال hypotheses كاملة بشكل كامل اللي
+
+57
+00:04:50,120 --> 00:04:54,980
+هيختلف عندى انه هيصبح في البسط هو 0.35 مضروب في 0
+
+58
+00:04:54,980 --> 00:05:04,350
+.7هي تمام عشان يطلع برضه احتمالية حدوث ال H2 given
+
+59
+00:05:04,350 --> 00:05:13,030
+E3 برضه given E3 جداش احتمالية حدوث H3 اللي هو ال
+
+60
+00:05:13,030 --> 00:05:18,370
+hypothesis التالتاللي هيختلف كما قلنا هو ال
+
+61
+00:05:18,370 --> 00:05:21,510
+numerator فقط فهنختلف ان ال numerator اللي هو ال
+
+62
+00:05:21,510 --> 00:05:29,450
+bust هيصبح 0.25 في 0.9 وبيطلع عندي النسبة تمام كل
+
+63
+00:05:29,450 --> 00:05:35,820
+هذه الأرقام اللي ظهرت عنديهنا لا التلت ال three
+
+64
+00:05:35,820 --> 00:05:42,920
+hypothesis هدولة في حال حدوث فقط ال evidence E3 بس
+
+65
+00:05:42,920 --> 00:05:48,970
+طيب هفترض انه E3 عزز ب evidence تانيفال evidence
+
+66
+00:05:48,970 --> 00:05:54,090
+التاني اللي هو مين اي واحد اي واحد فإذا أصبح هو
+
+67
+00:05:54,090 --> 00:05:59,670
+مسجد ال AI و يحمل laptop فهنا اختلفت ال ال المفروض
+
+68
+00:05:59,670 --> 00:06:03,590
+ال probability اختلفت ليش لأنه صار بدنا نشوف جديش
+
+69
+00:06:04,380 --> 00:06:10,920
+ممكن يؤثر ظهور ال evidence الأول مع التالت على
+
+70
+00:06:10,920 --> 00:06:17,620
+احتمالية ظهور كل hypothesis من ال hypothesis اللي
+
+71
+00:06:17,620 --> 00:06:26,060
+اتكلمنا عنهم فحنبدأ برضه BH1 given E1 E3فصار عندى
+
+72
+00:06:26,060 --> 00:06:33,140
+two evidences حقيقة ظهرين عشان نحسب الاحتمالية H1
+
+73
+00:06:33,140 --> 00:06:38,060
+فنفس الفكرة هلاجى انه ظهر عندى بالاضافة لH3 وH1
+
+74
+00:06:38,060 --> 00:06:43,700
+فالان الصف هذا هيدخل في عملية الحساب فهتصبح بهذا
+
+75
+00:06:43,700 --> 00:06:49,160
+الشكل تمام هنعلم عليهم بحيث انه يصبح البسط
+
+76
+00:06:51,010 --> 00:06:55,930
+هذا ل H1 إذا أنا بتحسب ال probability ل H1 given
+
+77
+00:06:55,930 --> 00:07:03,910
+E1 E3 فهاخد ال column هذا اللي هي 0.4 في 0.3 في 0
+
+78
+00:07:03,910 --> 00:07:16,200
+.6 في البسط على0.4 0.3 0.6 plus 0.35 0.8 0.7 plus
+
+79
+00:07:16,200 --> 00:07:24,160
+0.25 0.5 0.9 في المجموع وهذا هيكون ثابت لل three
+
+80
+00:07:24,160 --> 00:07:30,220
+hypotheses اللي بنتحدث عنهم فبيختلف فقط من H1 لH2
+
+81
+00:07:30,220 --> 00:07:35,950
+لH3 هو البسط مش أكتر من هيكهتتوقع فكرتها واضحة ومش
+
+82
+00:07:35,950 --> 00:07:42,170
+فيها مشاكل لاحظوا في ال evidence E تلاتة كان
+
+83
+00:07:42,170 --> 00:07:48,210
+بيعطيني أرجحية تقريبا متقاربة كانت تقريبا متقاربين
+
+84
+00:07:48,210 --> 00:07:57,140
+من بعض ليش؟ لأنه كانت O point340.34 0.32 مثلا ما
+
+85
+00:07:57,140 --> 00:08:03,760
+أذكر 0.32 تمام لأن لما ظهر ال evidence الأول أكيد
+
+86
+00:08:03,760 --> 00:08:10,660
+اختلفت الاحتمالية فأصبحت 0.34 انخفضت انخفضت ليش
+
+87
+00:08:10,660 --> 00:08:19,280
+انخفضت لأنه E1 جلل ليه احتمالية حدوث E1فجلت ال
+
+88
+00:08:19,280 --> 00:08:27,960
+probability بينما في H2 لأ هي 0.80.8 أكيد معنا ذلك
+
+89
+00:08:27,960 --> 00:08:35,680
+احتمالية ظهور H2 لمجرد حدوث H1 عالية عشان هيك
+
+90
+00:08:35,680 --> 00:08:43,300
+هتزودها مجرد حدوث H1 هيزود احتمالية H2 فعشان هيك
+
+91
+00:08:43,300 --> 00:08:51,120
+هنجد ان هي 0.52 تمام في الثالثة اللي هي لH3قلت
+
+92
+00:08:51,120 --> 00:08:58,620
+شوية بدل لكن مش كتير من 0.32 ل 0.29 فمش كتير
+
+93
+00:08:58,620 --> 00:09:05,600
+النسبة لأن هنا 50% او خمسين فاصلة خمسة تمام الآن
+
+94
+00:09:05,600 --> 00:09:12,080
+هيحدث ال evidence الثالث بحيث اني هشوف ال three
+
+95
+00:09:13,890 --> 00:09:18,010
+Evidences كلهم مع بعض هل هم موجودين شكل كامل مع
+
+96
+00:09:18,010 --> 00:09:24,090
+بعض ولا لأ فهيدخل معانا H2 بهذا الشكل أصبحت واضح
+
+97
+00:09:24,090 --> 00:09:27,510
+جدا إيش اللي هيتغير هنزود فقط ال term اللي ضايل
+
+98
+00:09:27,510 --> 00:09:35,810
+اللي هو خاص ب H2 بحيث تصبح 0.3 في 0.9 في 0.6 ل E1
+
+99
+00:09:35,810 --> 00:09:42,210
+E2 E3 كلهم مضربين في احتمالية أصلا H1 فهيصبح ال
+
+100
+00:09:42,210 --> 00:09:48,450
+column الأولهيو على ال column الأول plus ال column
+
+101
+00:09:48,450 --> 00:09:52,430
+التاني plus ال column التالت بس مش أكتر من هيك
+
+102
+00:09:52,430 --> 00:09:58,270
+هنجد طبعا في ال column التاني في القيمة O point 0
+
+103
+00:09:58,270 --> 00:10:04,230
+O point 0 معنا ذلك أنه مجرد حدوث أنه اللي وجدت ال
+
+104
+00:10:04,230 --> 00:10:10,250
+evidence التاني فهو أكيد ليس Hيعني في المثال تبعنا
+
+105
+00:10:10,250 --> 00:10:14,190
+إيش كنا حاطين احنا ال .. ال .. ال E2 كانت عبارة عن
+
+106
+00:10:14,190 --> 00:10:21,150
+ال T2 و ال H2 كانت اعتقد ال .. ال .. ال IT فإذا
+
+107
+00:10:21,150 --> 00:10:26,610
+كأنه بقول إذا كان وجدت أنه يحمل T2 فهو ليس طالب في
+
+108
+00:10:26,610 --> 00:10:31,270
+ال IT بهذا الشكل مدام جيت طلعت وجدت أنه لأ فعلا هو
+
+109
+00:10:31,270 --> 00:10:35,850
+يحمل T2 على طول هقول لا يمكن يكون IT أو طالب IT
+
+110
+00:10:36,570 --> 00:10:42,090
+بهذا الشكل فحنجد فعلا في ال probability ل H2 given
+
+111
+00:10:42,090 --> 00:10:47,130
+evidence one evidence two evidence three Zero مين
+
+112
+00:10:47,130 --> 00:10:50,990
+اللي عملنا Zero ال evidence two ال evidence two
+
+113
+00:10:50,990 --> 00:10:54,990
+فبنقدر نقول في الحالة هذه هي طريقة الحل ل ال
+
+114
+00:10:54,990 --> 00:11:00,890
+probability في وجود multi evidences توقع بسيطة
+
+115
+00:11:00,890 --> 00:11:04,950
+مافيش فيها مشكلية بدها تركيز لا أكثر ولا أقل تمام
+
+116
+00:11:08,420 --> 00:11:13,560
+الان for example ناخد مثال و نشوف كيف بقدر استخدم
+
+117
+00:11:13,560 --> 00:11:18,240
+بشكل rules عملية ال probability احنا لعند الان ما
+
+118
+00:11:18,240 --> 00:11:20,920
+درسناه و المثال اللي اخدناه اليوم افتتحنا فيه
+
+119
+00:11:20,920 --> 00:11:24,580
+محاضرتنا هو مجرد ان انا ارجعت اعدت موضوع ال
+
+120
+00:11:24,580 --> 00:11:28,000
+probability اللي الاصل ماخدينه احنا سابقا في
+
+121
+00:11:28,000 --> 00:11:30,400
+السنوات السابقة من خلال statistics and probability
+
+122
+00:11:31,260 --> 00:11:37,700
+لكن الان كيف بدنا نستخدمها في تصميم ال AI او تصميم
+
+123
+00:11:37,700 --> 00:11:41,080
+expert system وتحديدا rule based expert system
+
+124
+00:11:41,080 --> 00:11:45,020
+بمعنى ان انا بدي احطها في rules بدنا نحط مجموعة في
+
+125
+00:11:45,020 --> 00:11:47,520
+probability هذه في ال rules فاحنا نستخدم ال
+
+126
+00:11:47,520 --> 00:11:52,060
+Bayesian rule في ال forecast ال forecast اللي هو
+
+127
+00:11:52,060 --> 00:11:57,040
+بدنا نتوقع فيها الأحوال الجوية الغد كيف هيكون وهذه
+
+128
+00:11:57,040 --> 00:12:00,670
+زي ما قلنا بدلا من probability معناه تبديبدي
+
+129
+00:12:00,670 --> 00:12:04,030
+statistics كتيرة وال statistics متوفرة الحقيقة
+
+130
+00:12:04,030 --> 00:12:09,890
+موجودة زي ما هنشوف الآن ال statistics موجودة أو
+
+131
+00:12:09,890 --> 00:12:12,790
+خليني أقول الإحصائيات موجودة من خلال جدوى كامل
+
+132
+00:12:12,790 --> 00:12:17,930
+لشهر كامل موجود فيه اليوم من الشهر وموجود فيه هل
+
+133
+00:12:17,930 --> 00:12:23,570
+هو منطر ولا جاف كل يوم من اليوم بشكل أساسي جديش
+
+134
+00:12:23,570 --> 00:12:29,030
+عدد ساعاتال sunshine أو شروق الشمس جديش أكم ساعة
+
+135
+00:12:29,030 --> 00:12:34,790
+متوسط ساعات شروق الشمس في اليوم متوسط ال rainfall
+
+136
+00:12:34,790 --> 00:12:39,990
+أو معدل المطر بالإضافة اللي هو تساقط المطر جديش
+
+137
+00:12:39,990 --> 00:12:43,300
+معدله طبعا بيكون بالmillimeterو ال maximum
+
+138
+00:12:43,300 --> 00:12:45,800
+temperature و ال minimum temperature بالاضافة
+
+139
+00:12:45,800 --> 00:12:50,660
+لليوم فكل هذه معلومات الحقيقة هي statistics و احنا
+
+140
+00:12:50,660 --> 00:12:54,700
+قلنا ال probability محتاجة statistics عشان تعرف
+
+141
+00:12:54,700 --> 00:12:58,680
+تشتغل فهي موجودة عندنا ال statistics موجودة
+
+142
+00:12:58,680 --> 00:13:04,270
+هنضيفلها معلومة مهمة جدا الحقيقةو هي اللى هنبدأ
+
+143
+00:13:04,270 --> 00:13:09,130
+نتكلم فيها عشان إيه كنا ننتظر نشوف كيف بدنا نستخدم
+
+144
+00:13:09,130 --> 00:13:12,790
+له probability مع ال rule مع ال rule فهتصبح
+
+145
+00:13:12,790 --> 00:13:19,670
+كالتالي ال rule المفروض if today is rain then
+
+146
+00:13:19,670 --> 00:13:23,610
+tomorrow is rain هدى ال rule العادية اللى احنا كنا
+
+147
+00:13:23,610 --> 00:13:28,510
+خدناها سابقا بسلكن لما أجى أتكلم عن ال uncertainty
+
+148
+00:13:28,510 --> 00:13:32,410
+معناه ذلك أنه أنا بدي أتكلم الآن جداش احتمالية
+
+149
+00:13:32,410 --> 00:13:36,850
+حدوث هذا الكلام .. جداش احتمالية حدوث هذا الكلام
+
+150
+00:13:36,850 --> 00:13:41,950
+.. تمام فإذا بنقدر نقول الآن .. بنحطلها مجموعة قيم
+
+151
+00:13:41,950 --> 00:13:45,430
+.. هقول if today is rain و هنتكلم عن الرقمين هدولة
+
+152
+00:13:45,430 --> 00:13:50,340
+ال Ls و ال Ln then tomorrow is rainو ال priority
+
+153
+00:13:50,340 --> 00:13:54,680
+.. ال .. ال prior أو ال knowledge في البداية مافيش
+
+154
+00:13:54,680 --> 00:13:58,920
+اي statistics سابقة عندي فحقول ان احتمالية هذا
+
+155
+00:13:58,920 --> 00:14:02,360
+الكلام هي خمسين في المية هو خمسين في المية بمعنى
+
+156
+00:14:02,360 --> 00:14:05,660
+انه ممكن يكون rain و ممكن يكون dry ممكن يكون هيك و
+
+157
+00:14:05,660 --> 00:14:10,080
+ممكن يكون هيك تمام فهذه مافي مشكلة بنحطها دايما في
+
+158
+00:14:10,080 --> 00:14:13,620
+بداية الحل في بداية الحل اللي هي خمسين في المية
+
+159
+00:14:13,620 --> 00:14:17,750
+خمسين في المية فهي او point five او point fiveنفس
+
+160
+00:14:17,750 --> 00:14:20,590
+الكلام في ال rule التانية today is dry then
+
+161
+00:14:20,590 --> 00:14:26,130
+tomorrow is dry هذه ال rule كما هي بدون إضافة أي
+
+162
+00:14:26,130 --> 00:14:30,090
+معامل certainty أو أي probability لها لكن لما بدي
+
+163
+00:14:30,090 --> 00:14:36,170
+أضيف لها probability بدي أضيف برضهprior 0.5 0.5 زي
+
+164
+00:14:36,170 --> 00:14:39,750
+ما قلنا هدى initially هدى في بداية الشغل بنحطها
+
+165
+00:14:39,750 --> 00:14:44,190
+لأنه في البداية هي متعادلة أنا ماعنديش اي معلومة
+
+166
+00:14:44,190 --> 00:14:48,330
+مسبقة فعشان هيك كبداية خمسين في المية خمسين في
+
+167
+00:14:48,330 --> 00:14:52,450
+المية okay ايش يعني خمسين في المية خمسين في المية
+
+168
+00:14:52,450 --> 00:14:56,450
+قبل ما اتجاوز هذه النقطة معناها انه اذا اليوم rain
+
+169
+00:14:56,450 --> 00:15:01,790
+مطر فغدا مطر بنسبة خمسين في الميةفإذا برضه إذا كان
+
+170
+00:15:01,790 --> 00:15:10,150
+اليوم رين بكرا ادراي 50% تمام؟ تمام هذه في حال ال
+
+171
+00:15:10,150 --> 00:15:14,950
+conclusion .. ال conclusion اتغيرت لكن نرجع لل ال
+
+172
+00:15:14,950 --> 00:15:21,910
+S و ال ال M و هدولة معاملات مهمة جدا في استخدام ال
+
+173
+00:15:21,910 --> 00:15:25,910
+probability في ال rule .. في ال rule هنبدأ في ال
+
+174
+00:15:25,910 --> 00:15:31,600
+likelihood ofSufficiency اللي هي ال L S هذه
+
+175
+00:15:31,600 --> 00:15:34,900
+الحقيقة high values هذه بتكون عادة قيم عالية بتكون
+
+176
+00:15:34,900 --> 00:15:38,720
+قيم عالية عادة في الغالب أكتر من واحد هذه بتشير
+
+177
+00:15:38,720 --> 00:15:46,200
+لإيش لقداش قوة ال rule قوية بحيث أنها بتدعم ال
+
+178
+00:15:46,200 --> 00:15:51,360
+hypothesis ال hypothesis if evidence is observed
+
+179
+00:15:52,250 --> 00:15:57,370
+إذا لاحظنا ال evidence، جداش هذه ال rule بتدعم
+
+180
+00:15:57,370 --> 00:16:02,310
+حدوث ال conclusion أو ال hypothesis بتاعتنا، تمام؟
+
+181
+00:16:02,310 --> 00:16:05,650
+وهذه غالبا بتكون قيمة عالية، لأنه أنا مدام حطيتها
+
+182
+00:16:05,650 --> 00:16:09,490
+rule، فأنا يعني أثق فيها، أثق فيها درجة كبيرة
+
+183
+00:16:10,280 --> 00:16:13,320
+وبنسميها Sufficiency اللي هي likelihood
+
+184
+00:16:13,320 --> 00:16:17,920
+sufficiency بمعنى الأرجحية .. أرجحية الكفاية ..
+
+185
+00:16:17,920 --> 00:16:22,020
+أرجحية الكفاية طيب في المقابل ال Ln اللي هي ال low
+
+186
+00:16:22,020 --> 00:16:27,260
+values of Ln هذه على طول بتقول كأنه جدش ال rule
+
+187
+00:16:27,260 --> 00:16:34,460
+هذه هي قوية أن هي تعكس إذا عكست ال hypothesis أو
+
+188
+00:16:34,460 --> 00:16:41,880
+تعكس ال hypothesis إذا ال evidence is missingفي
+
+189
+00:16:41,880 --> 00:16:45,960
+الحالة هذه كإني بقول نمسك ال rule الأولى و نطبق
+
+190
+00:16:45,960 --> 00:16:51,980
+عليها الكلمتين أو التعريفين إذا today is rain then
+
+191
+00:16:51,980 --> 00:16:59,120
+tomorrow is rain جداش قوة حدوث ال conclusion إذا
+
+192
+00:16:59,120 --> 00:17:05,740
+ال evidence حدثت 2.5 اللي هو ال sufficiency طيب
+
+193
+00:17:05,740 --> 00:17:12,910
+إذا today is not rainفإذا لم تحدث ال evidence
+
+194
+00:17:12,910 --> 00:17:19,590
+missing ال evidence ماحدثتش جداش احتمالية ان اليوم
+
+195
+00:17:20,330 --> 00:17:27,310
+Tomorrow is rain رغم أن اليوم مش rain بمعنى
+
+196
+00:17:27,310 --> 00:17:31,770
+أنه جدش ممكن تحدث ال conclusion إذا لم تحدث ال
+
+197
+00:17:31,770 --> 00:17:36,450
+evidence فهذه أكيد المفروض أنها تكون قيمة أقل من
+
+198
+00:17:36,450 --> 00:17:39,850
+واحد لازم تكون قيمة أقل من واحد لأن إذا أكبر من
+
+199
+00:17:39,850 --> 00:17:43,190
+واحد معنا ذلك أن المفروض أن ال rule أساسا إثباتها
+
+200
+00:17:43,190 --> 00:17:50,360
+هو العكس لكن بهذا الشكل الأصل طب لو لم تحدثإنه
+
+201
+00:17:50,360 --> 00:17:56,860
+today is rain إيش وضع tomorrow؟ تمام واضحيت؟ فإذا
+
+202
+00:17:56,860 --> 00:18:01,940
+بنسميها likelihood of necessity of necessity اللي
+
+203
+00:18:01,940 --> 00:18:07,900
+هي الضرورة أو الأرجحيات الضرورة إذا today مش rain
+
+204
+00:18:07,900 --> 00:18:14,530
+بمعنى dry فجدش احتمال إنه tomorrow dryبمعنى هتتحقق
+
+205
+00:18:14,530 --> 00:18:18,330
+ال conclusion حتى لو لم يحدث ال evidence، هاي
+
+206
+00:18:18,330 --> 00:18:22,010
+معناها، كويس، فعشان هيك بنسميها Lن وهد قيمتها
+
+207
+00:18:22,010 --> 00:18:26,130
+بتكون دايما أقل من واحد، بالنسبة لطبعا أقل من واحد
+
+208
+00:18:26,130 --> 00:18:28,030
+بس دايما أكبر من صفر، احنا بنتكلم عنها
+
+209
+00:18:28,030 --> 00:18:33,270
+probability، بالنسبة ل ال sufficiencyعادة تكون
+
+210
+00:18:33,270 --> 00:18:37,510
+اكبر من واحد لان هذه المفروض ان هي ارجحية ان ال
+
+211
+00:18:37,510 --> 00:18:43,630
+rule حقيقية و في الاتجاه مكتوبة او مصاغة بشكل صحيح
+
+212
+00:18:43,630 --> 00:18:47,970
+تمام نجي نشوف كل واحدة من التنتين بالنسبة ل ال
+
+213
+00:18:47,970 --> 00:18:51,870
+sufficiency كأنها بقول عليها بسميها هي ال
+
+214
+00:18:51,870 --> 00:18:57,490
+probability ل E
+
+215
+00:18:57,490 --> 00:19:06,130
+condition Hبمعنى حدث ال evidence لم تحدث ال
+
+216
+00:19:06,130 --> 00:19:10,810
+hypothesis او حدثت ال hypothesis بمعنى كأنه بتقول
+
+217
+00:19:10,810 --> 00:19:15,390
+اياش احتمالية انه tomorrow .. today is rain
+
+218
+00:19:15,390 --> 00:19:19,590
+condition tomorrow is rain tomorrow is rain على
+
+219
+00:19:21,290 --> 00:19:30,970
+probability احنا
+
+220
+00:19:30,970 --> 00:19:40,450
+هنا بنحسبش probability H condition E احنا بنحسب E
+
+221
+00:19:40,450 --> 00:19:41,570
+condition H
+
+222
+00:19:44,310 --> 00:19:49,590
+فأصبحت نسبة أنه لو حدث ال evidence جداش احتمالية
+
+223
+00:19:49,590 --> 00:19:57,190
+حدوث H مع حدوث ال evidence وجداش احتمالية عدم حدوث
+
+224
+00:19:57,190 --> 00:20:00,350
+.. على جداش احتمالية عدم حدوث H مع وجود ال
+
+225
+00:20:00,350 --> 00:20:05,080
+evidence مع وجودالـ evidence العكس او في المقابل
+
+226
+00:20:05,080 --> 00:20:09,900
+هنجد انه في ال likely hood of necessity هذه هي
+
+227
+00:20:09,900 --> 00:20:14,460
+اللي قلناها اذا لم يحدث ال evidence اذا لم تحدث ال
+
+228
+00:20:14,460 --> 00:20:16,760
+evidence معناه ذلك انه صارت ال probability
+
+229
+00:20:16,760 --> 00:20:24,500
+negation Eعكس E بمعنى لم تحدث ال evidence عشان هيك
+
+230
+00:20:24,500 --> 00:20:28,220
+هدى اتحدثنا عنها توي وقولنا ان هدى بنسميها ال
+
+231
+00:20:28,220 --> 00:20:32,120
+likelihood of necessity و هدى اللي دايما قيمتها
+
+232
+00:20:32,120 --> 00:20:37,760
+قليلة، قيمتها قليلة، ليش؟ لأنه الفرضية هنا أنه لم
+
+233
+00:20:37,760 --> 00:20:41,650
+تحدث ال evidenceلم تحدث ال evidence فهذه المفروض
+
+234
+00:20:41,650 --> 00:20:44,970
+ان هي الاستثناء للقاعدة الاصل ان هذا الاستثناء تبع
+
+235
+00:20:44,970 --> 00:20:48,010
+القاعدة لكن في النهاية اله probability الاحتمالية
+
+236
+00:20:48,010 --> 00:20:53,730
+انه فعلا لم يحدث الاستثناء هذا فعدم حدوث ال
+
+237
+00:20:53,730 --> 00:21:00,580
+evidence condition H ان H ظهرت مع ذلك علىعدم حدوث
+
+238
+00:21:00,580 --> 00:21:04,800
+ال evidence condition أنه ال hypothesis برضه لم
+
+239
+00:21:04,800 --> 00:21:07,660
+تحدث او اتش لم تحدث فبتصير كأنها ال probability
+
+240
+00:21:07,660 --> 00:21:14,760
+today is dry dry ليش؟ لأنه negation E العكس تبع
+
+241
+00:21:14,760 --> 00:21:21,500
+rain تمام condition tomorrow is rainاللي هي H ..H
+
+242
+00:21:21,500 --> 00:21:25,280
+rain خلاص نفس الرول ..اللي عندنا الان نتكلم عن
+
+243
+00:21:25,280 --> 00:21:29,360
+الرول رقم واحد اللي هي rain ..rain today is rain
+
+244
+00:21:29,360 --> 00:21:34,140
+then tomorrow is rain كويس negation E بمعنى today
+
+245
+00:21:34,140 --> 00:21:38,680
+is dry condition negation H condition tomorrow is
+
+246
+00:21:38,680 --> 00:21:45,000
+dry كلا هما negation كويس الآن في حاجة اسمها ال
+
+247
+00:21:45,000 --> 00:21:49,820
+priority probability of consequentو هذه اللي هي ال
+
+248
+00:21:49,820 --> 00:21:53,800
+probability pH واللي بتكون جايانة من حاجة اسمها
+
+249
+00:21:53,800 --> 00:21:59,580
+odds من حاجة اسمها odds odds بمعنى probability أو
+
+250
+00:21:59,580 --> 00:22:04,320
+أرجحية طيب إيش بتفرج عن probability عن ال
+
+251
+00:22:04,320 --> 00:22:12,960
+probability فصار عندي حاجة اسمها probability و
+
+252
+00:22:12,960 --> 00:22:18,250
+في عندي حاجة اسمها oddsالـ probability بكل بساطة و
+
+253
+00:22:18,250 --> 00:22:22,910
+for example عشان نوضحكوا إياها لو كان عندي من
+
+254
+00:22:22,910 --> 00:22:35,050
+مجموعة عشر كور في منهم ستة red منهم ستة red فلما
+
+255
+00:22:35,050 --> 00:22:41,890
+أقول جدش احتماليةو حطيتهم طبعا في صحن و حركنا و
+
+256
+00:22:41,890 --> 00:22:45,170
+بدنا نسحب فبدنا نقول كده احتمالية فهنا صارت
+
+257
+00:22:45,170 --> 00:22:50,510
+probability اني اسحب كورة حمرا من العشر كور واضحة
+
+258
+00:22:50,510 --> 00:22:58,990
+ستة فانا جاعت بعد عددهم ستة على total على total و
+
+259
+00:22:58,990 --> 00:23:01,890
+بدنا نحط 100 خط على total لان هذا الفرج اللي هيفرق
+
+260
+00:23:01,890 --> 00:23:06,920
+على total تمامتمام جدا، فإذا هذه دائما أبدا هتكون
+
+261
+00:23:06,920 --> 00:23:13,180
+أقل من واحد أو تسوى واحد في حال أنه كلهم red صحيح؟
+
+262
+00:23:13,180 --> 00:23:17,660
+معناه ذلك أنه بتكلم عن true true أو صفر طبعا إذا
+
+263
+00:23:17,660 --> 00:23:20,740
+كانت كله false مافيش red فإذا هذه نسبة في النهاية
+
+264
+00:23:20,740 --> 00:23:26,780
+والنسبة دائما هتكون ك fraction أقل من الواحد ممتاز
+
+265
+00:23:26,780 --> 00:23:31,460
+أما بالنسبة لل odds لالمثال زيها ده هقول ستة اللي
+
+266
+00:23:31,460 --> 00:23:38,860
+همحدوث red أو إن فعلًا عدد الكوار ال red على عدد
+
+267
+00:23:38,860 --> 00:23:47,800
+الكوار ال not red فصارت على أربعة على أربعة لأن
+
+268
+00:23:47,800 --> 00:23:52,060
+إذا كان في من العشرة ست كوار هم red فمعنى ذلك إن
+
+269
+00:23:52,060 --> 00:23:58,110
+في أربعة مش redصح؟ not read فإذا أنا أصبحت 6 على 4
+
+270
+00:23:58,110 --> 00:24:04,090
+فال odds أرجحية بتعطيني ال success على ال failure
+
+271
+00:24:04,090 --> 00:24:09,950
+بتعطيني عدد ال success على عدد ال failures هي
+
+272
+00:24:09,950 --> 00:24:14,430
+معناها عدد النجاح على عدد الفشل وليست نسبة من
+
+273
+00:24:14,430 --> 00:24:17,730
+المجموع وليست نسبة من المجموع لناخد بالنا من هذه
+
+274
+00:24:17,730 --> 00:24:21,830
+النقطةجدش الفرق أو إيش العلاقة بين التنتين؟
+
+275
+00:24:21,830 --> 00:24:26,150
+العلاقة بين التنتين كانت تالي إن ال odds ل .. هنا
+
+276
+00:24:26,150 --> 00:24:29,550
+جدش متكلم عن ال H فخلينا في ال H فH بتساوي ال
+
+277
+00:24:29,550 --> 00:24:34,110
+probability نفسها على واحد ناقص ال probability
+
+278
+00:24:34,110 --> 00:24:40,750
+واحد ناقص ال probability عشان يصبح عندي فعلا هاية
+
+279
+00:24:41,670 --> 00:24:46,490
+ال true أو ال successes النجاحات اللي هي احتمال
+
+280
+00:24:46,490 --> 00:24:50,830
+الحدوث على احتمال الفشل اللي هي المكمل .. مكمل
+
+281
+00:24:50,830 --> 00:24:56,310
+النجاح فواحد ناقص ل probability H .. probability H
+
+282
+00:24:56,310 --> 00:25:01,590
+تمام و هذا معناه انه برضه بشكل او باخر عشان تعكسهم
+
+283
+00:25:01,590 --> 00:25:04,870
+لو عندك ال odds و بدك تحسب منها ل probability
+
+284
+00:25:04,870 --> 00:25:08,330
+خلينا هو نفس المثال بدنا نعكسهم فهتصبح big
+
+285
+00:25:12,410 --> 00:25:19,710
+H ناقص P of H في O of H
+
+286
+00:25:25,250 --> 00:25:31,390
+P of H فقط ال denominator ضربنا في ال O of H او في
+
+287
+00:25:31,390 --> 00:25:33,910
+ال odds في ال odds احنا ايش بدنا بدنا ال
+
+288
+00:25:33,910 --> 00:25:36,190
+probability فاذا هاتلنا ال term هذا تبقى ال
+
+289
+00:25:36,190 --> 00:25:42,210
+probability عن ناحية التانية عشان تصبح O H تساوي P
+
+290
+00:25:42,210 --> 00:25:51,970
+of H plus P of H في O of H common ناخد عام المشترك
+
+291
+00:25:51,970 --> 00:25:52,990
+ناخد عام المشترك
+
+292
+00:25:56,940 --> 00:26:00,660
+فأصبحت ناخد ال term هذا اللي حياله على طول P of H
+
+293
+00:26:00,660 --> 00:26:09,680
+مضرب في واحد plus O of H يساوي
+
+294
+00:26:09,680 --> 00:26:18,300
+O of H خلاص احنا بدنا P of H او ال probability لها
+
+295
+00:26:18,300 --> 00:26:27,030
+ال boxes H هتساوي odds of Hعلى واحد plus odd of h
+
+296
+00:26:27,030 --> 00:26:33,210
+أو odds of h بس فهم الاتنين زي بعض مع فرق ان هنا
+
+297
+00:26:33,210 --> 00:26:39,190
+plus هنا minus و هنا plusهنا plus تمام لأنه هنرجع
+
+298
+00:26:39,190 --> 00:26:42,450
+عدنا كمان شوية نستخدمها هذه فهيكوا خلوكم تذكرينها
+
+299
+00:26:42,450 --> 00:26:45,090
+من وين جبناها خلوكم تذكرين من وين جبناها لأنه
+
+300
+00:26:45,090 --> 00:26:48,890
+هنستخدمها عدنا عدنا بدنا نرجع نستخدمها اني من ال
+
+301
+00:26:48,890 --> 00:26:52,550
+odds أجيب ال probability وهي من ال probability
+
+302
+00:26:52,550 --> 00:26:56,150
+أجيب ال odds وتوقع منطقية .. توقع منطقية واضحة جدا
+
+303
+00:26:56,150 --> 00:27:03,390
+هنا بتكلم عنتتكلم عن النجاح أو حدوث اللي هي true
+
+304
+00:27:03,390 --> 00:27:07,670
+بنسميها ال probability حدوث ال H على عدم حدوث ال H
+
+305
+00:27:08,500 --> 00:27:12,000
+فعدم حدوث ال H واحد maximum واحد اللي هي المية في
+
+306
+00:27:12,000 --> 00:27:16,300
+المية ناقص حدوث ال H فمعنى ذلك أنه طرحهم من بعض هو
+
+307
+00:27:16,300 --> 00:27:23,100
+عدم حدوث ال H عدم حدوث ال H تمام طيب الآن ضلت بعد
+
+308
+00:27:23,100 --> 00:27:27,320
+ما أخدنا ال term هذا توقع خلاص المسجل عندكم الآن
+
+309
+00:27:27,320 --> 00:27:34,760
+نشيلها من
+
+310
+00:27:34,760 --> 00:27:37,860
+ال odds اللي جيبناها بدنا نجيب
+
+311
+00:27:41,020 --> 00:27:47,740
+مجموعة او ال odds of H condition E كده ارجحية حدوث
+
+312
+00:27:47,740 --> 00:27:54,540
+H given حدوث E وكمان مرة هو هذا المقلوب بالنسبالي
+
+313
+00:27:54,540 --> 00:27:59,810
+هو هذا اللي انا بديهه ولكن هنا oddsهنا بنتكلم عن
+
+314
+00:27:59,810 --> 00:28:04,510
+أرجحية .. أرجحية الحدوث بالنسبة لعدم الحدوث ..
+
+315
+00:28:04,510 --> 00:28:07,710
+بالنسبة لعدم الحدوث اللي هي الـ O أو ال odds .. أو
+
+316
+00:28:07,710 --> 00:28:13,710
+odds هذا هتساوي ال odds of each .. حدوث each نفسها
+
+317
+00:28:13,710 --> 00:28:19,090
+.. حدوث each نفسها ومدام حدوث معناه مثلا إن أنا
+
+318
+00:28:19,090 --> 00:28:24,110
+بتكلم عن sufficiency .. نتكلم عن ال sufficiency
+
+319
+00:28:24,880 --> 00:28:27,820
+الـsufficiency إيش كنا بنتكلم في ال rule بقول إنه
+
+320
+00:28:27,820 --> 00:28:31,720
+جدّاش أنا أثق إنه فعلا إذا حدث ال evidence هتحدث
+
+321
+00:28:31,720 --> 00:28:35,840
+ال conclusion أو ال hypothesis تمام؟ وهذا نفس
+
+322
+00:28:35,840 --> 00:28:40,480
+الكلام اللي يتفق مع H given E أو مع ال sufficiency
+
+323
+00:28:40,480 --> 00:28:47,420
+مع likelihood of sufficiency فهنضربها في حدوث H
+
+324
+00:28:47,420 --> 00:28:51,340
+نفسه في جدّاش احتمالية حدوث H نفسها إنه والله
+
+325
+00:28:51,340 --> 00:28:56,240
+جدّاش ممكن فعلا ال hypothesis هذه تحدثطيب إذا بدنا
+
+326
+00:28:56,240 --> 00:29:00,780
+نطبق ال rule معناه ذلك إنه جدش أنا أثق بمصداقية ال
+
+327
+00:29:00,780 --> 00:29:05,100
+rule ..مصداقية ال rule إذا حدثت ال evidenceهتحدث
+
+328
+00:29:05,100 --> 00:29:10,580
+ال conclusion فهل الكلام هذا منطقي؟ اه منطقي بجد
+
+329
+00:29:10,580 --> 00:29:15,020
+دياش ب likelihood of sufficiency فحنضربهم في بعض
+
+330
+00:29:15,020 --> 00:29:20,560
+عشان نجيب ال odds of each condition E كمان مرة
+
+331
+00:29:20,560 --> 00:29:26,060
+نتكلم لعندي الآن عن ال odds عن ال odds طيب andال
+
+332
+00:29:26,060 --> 00:29:33,700
+odds of H given negation E ان في حال عدم حدوث ال
+
+333
+00:29:33,700 --> 00:29:38,480
+evidence ال evidence لم يحدث فجداش احتمالية حدوث
+
+334
+00:29:38,480 --> 00:29:43,060
+ال H هتساوي برضه نفس الكلام ال odds of H هو جداش
+
+335
+00:29:43,060 --> 00:29:47,860
+اصلا طيب من الأساس هو جداش احتمالية حدوث H نفسه
+
+336
+00:29:47,860 --> 00:29:52,080
+لحاله بمنع عن ال rule نفسها الآن هنستخدم ال rule
+
+337
+00:29:52,080 --> 00:29:58,100
+بس ايه ال rule انه لم يحدث ال evidenceإنه لم تحدث
+
+338
+00:29:58,100 --> 00:30:01,960
+ال evidence فهنا كإني بقول جداش احتمالية إنه فعلا
+
+339
+00:30:01,960 --> 00:30:07,680
+لم أشاهد ال evidence ومع ذلك حدثت ال conclusion أو
+
+340
+00:30:07,680 --> 00:30:11,760
+ال hypothesis هذه ال necessity ال likelihood of
+
+341
+00:30:11,760 --> 00:30:16,430
+necessityتمام؟ كويس فإذا نضربهم في بعض عشان نجيب
+
+342
+00:30:16,430 --> 00:30:23,650
+ال odds of each given negation E خلصناهم الآن هم
+
+343
+00:30:23,650 --> 00:30:26,230
+هدول اللي احنا بدنا يعمل الحقيقة القيمتين ولكن
+
+344
+00:30:26,230 --> 00:30:29,490
+هجيبناهم الآن ك odds بدي أجيبهم كمين؟ ك
+
+345
+00:30:29,490 --> 00:30:34,010
+probability فك probability لسه توق اشتقناها وقلنا
+
+346
+00:30:34,010 --> 00:30:39,710
+لإن ال probability هتساوي ال odds in general واحد
+
+347
+00:30:39,710 --> 00:30:47,740
+زائد ال oddsتشيك؟ هي فال odds على واحد زائد ال
+
+348
+00:30:47,740 --> 00:30:50,700
+odds طب احنا لسه اللي حاسبينه ال odds فتمام مافيش
+
+349
+00:30:50,700 --> 00:30:55,140
+مشكلة بقسمه على قيمته زائد واحد على قيمته زائد
+
+350
+00:30:55,140 --> 00:30:59,660
+واحد و نفس الكلام لمين؟ ل ال odds of each given
+
+351
+00:30:59,660 --> 00:31:07,160
+negation E كويس؟ negation E ممتاز الكلام هذا نبدأ
+
+352
+00:31:07,160 --> 00:31:09,080
+الأن نطبقه على مجموعة rules
+
+353
+00:31:12,140 --> 00:31:14,740
+يعني هذه هي خلّيني أقول استراتيجية استخدام ال
+
+354
+00:31:14,740 --> 00:31:17,700
+probability ل .. مع ال condition .. مع ال
+
+355
+00:31:17,700 --> 00:31:22,400
+condition الآن نبدأ نشتغل على المثال تبع ال
+
+356
+00:31:22,400 --> 00:31:28,760
+forecast بشكل rules واقعية فحقول إنه عندي مجموعة
+
+357
+00:31:28,760 --> 00:31:33,630
+rulesالرول زي هذه if today is rain with
+
+358
+00:31:33,630 --> 00:31:39,050
+sufficiency 2.5 هيها قاعدين بتقول قيمة كبيرة و
+
+359
+00:31:39,050 --> 00:31:41,950
+لازم تكون قيمة كبيرة و هي اللي معناه ذلك ان انا
+
+360
+00:31:41,950 --> 00:31:46,210
+انا صغط ال rule بطريقة عكسية اذا هذه قيمتها اصغر
+
+361
+00:31:46,210 --> 00:31:51,790
+من necessity معناته انا صغطها بشكل عكسي فإذا today
+
+362
+00:31:51,790 --> 00:31:56,970
+is rain بsufficiency 2.5 و likelihood of necessity
+
+363
+00:31:56,970 --> 00:32:03,260
+0.6then tomorrow is rain و الـ prior 0.5 يعني
+
+364
+00:32:03,260 --> 00:32:06,380
+بمعنى إذا هدي بدي أطبقها كأول مرة و ماعنديش أي
+
+365
+00:32:06,380 --> 00:32:10,520
+knowledge مسبقة فال knowledge المسبقة إنه إذا
+
+366
+00:32:10,520 --> 00:32:14,360
+اليوم today احتمالية بكرا today خمسين في المية طب
+
+367
+00:32:14,360 --> 00:32:18,950
+احتمالية إنه بكرا dry برضه خمسين في الميةما لم ..
+
+368
+00:32:18,950 --> 00:32:22,850
+اه .. ما لم يحدث انه صار عندي knowledge .. ليش؟
+
+369
+00:32:22,850 --> 00:32:25,650
+لأنه الآن إذا طبقنا rule من ال rules و طلعت نتائج
+
+370
+00:32:25,650 --> 00:32:28,950
+فالنتائج بالنسبة لأي rule أخرى هتصبح هي ال prior
+
+371
+00:32:28,950 --> 00:32:33,890
+.. هتصبح هي الآن ال prior .. أما ال 0.5 هذه
+
+372
+00:32:33,890 --> 00:32:40,040
+هتلاقيهم معظمهم 0.5أساس انه في البداية ك knowledge
+
+373
+00:32:40,040 --> 00:32:45,380
+مسبقة كويس .. كل القيامة اتوقع موجودة هنجي نطلع ..
+
+374
+00:32:45,380 --> 00:32:48,700
+هنلاقي انه .. هقول لان رقمين رقمين بحيث ان الأول
+
+375
+00:32:48,700 --> 00:32:51,080
+هو ال sufficiency .. التاني هو ال necessity عشان
+
+376
+00:32:51,080 --> 00:32:54,360
+نلاحظ ان دايما الأول أكبر من التاني ال rule رقم
+
+377
+00:32:54,360 --> 00:33:01,260
+اتنين one point six او point four ten one one
+
+378
+00:33:01,260 --> 00:33:09,680
+point five onetwo أو 0.9 five one فهي عندى ستة
+
+379
+00:33:09,680 --> 00:33:15,020
+rules بدنا نقلها نبدأ نعمل dialogue معين و نطلب
+
+380
+00:33:15,020 --> 00:33:19,780
+متذكرين لما اتكلمنا عن ال rules و كيف ممكن انشئها
+
+381
+00:33:19,780 --> 00:33:22,820
+و ال inference بتاعتها و اتكلمنا عن ال backward و
+
+382
+00:33:22,820 --> 00:33:27,440
+اتكلمنا عن ال forward كويس و بدنا نحلل عشان نشوف
+
+383
+00:33:27,440 --> 00:33:32,850
+انا ايش اللى بدى اسأل عنهكويس من ال evidences عشان
+
+384
+00:33:32,850 --> 00:33:36,850
+أطلبه من ال user أما إذا واحدة من ال evidences هي
+
+385
+00:33:36,850 --> 00:33:40,170
+فعليا conclusion .. conclusion ل role تانية فمعنى
+
+386
+00:33:40,170 --> 00:33:43,290
+ذلك بروح بدور على ال role التانية إيش اللي بيحققها
+
+387
+00:33:43,290 --> 00:33:46,390
+عملنا ال .. ال analysis هذا المرة اللي فاتت و
+
+388
+00:33:46,390 --> 00:33:50,690
+عملنا له diagram فيه المثال تبع ال .. ال media إذا
+
+389
+00:33:50,690 --> 00:33:54,610
+أنتم متذكرين لما قلنا بدنا نعمل دورات و بدنا guide
+
+390
+00:33:54,610 --> 00:34:00,400
+للدورات هذه تمامالان بنفس الفكرة بدي أشوف إيش ال
+
+391
+00:34:00,400 --> 00:34:02,880
+evidence اللي أنا محتاج أسأل عنها عشان أعرف هي
+
+392
+00:34:02,880 --> 00:34:07,080
+جديش متحققة، جديش متحققة، فهنبدأ نسأل من ال
+
+393
+00:34:07,080 --> 00:34:11,380
+dialogue تبعنا على ال weather today، جديش .. إيش
+
+394
+00:34:11,380 --> 00:34:14,700
+الجو اليوم، هل هو ممطر ولا هو dry، today، لإن أنا
+
+395
+00:34:14,700 --> 00:34:20,770
+بدي أتوقع ل tomorrow، فهنقول إن الإجابة وصلتناrain
+
+396
+00:34:20,770 --> 00:34:24,910
+وصلتنا rain فمعنا ذلك على طول باجي بتطلع من ال
+
+397
+00:34:24,910 --> 00:34:29,430
+rules اللي موجودة من ال input تبعها او ال evidence
+
+398
+00:34:29,430 --> 00:34:33,930
+الكافية بتاعتها هي rain فقط هي ال rain او dry فقط
+
+399
+00:34:33,930 --> 00:34:38,170
+وتحديدا rain مدام جالي rain هنلاقي نقوله للأولى if
+
+400
+00:34:38,170 --> 00:34:41,590
+today is rain ومافيش معاها condition آخر فإذا
+
+401
+00:34:41,590 --> 00:34:45,510
+قابلة للتنفيذ قابلة أنه أطبقها الآن هذه ال rule
+
+402
+00:34:45,510 --> 00:34:49,300
+رقم واحد otherwise مافيشفي رقم تلتة هي rain لكن
+
+403
+00:34:49,300 --> 00:34:53,500
+معاها في and rainfall is low فإذا في سؤال تاني
+
+404
+00:34:53,500 --> 00:34:56,840
+احنا لسه ماسألناش عنه مبدأيا حسب السؤال على جد
+
+405
+00:34:56,840 --> 00:34:59,940
+المعلومة اللي توفرت حتى لان من ال dialogue بقدر
+
+406
+00:34:59,940 --> 00:35:05,150
+أقول ببساطة فإذا tomorrow rainwith probability 0
+
+407
+00:35:05,150 --> 00:35:12,650
+.71 و dry with probability 0.29 من وين جبناهم
+
+408
+00:35:12,650 --> 00:35:16,810
+الرقمين هدول جبناهم كتالي احنا اليوم عارفين ان كل
+
+409
+00:35:16,810 --> 00:35:22,510
+المعلومة اللي عنده هي rain بس okay و ال rain هذه
+
+410
+00:35:22,510 --> 00:35:30,050
+هنطبقها علىال rule اللي محتاجة فقط ال weather
+
+411
+00:35:30,050 --> 00:35:33,870
+لحاله و هتنرجع ناخدها كمان مرة فى عندي ال rule رقم
+
+412
+00:35:33,870 --> 00:35:44,470
+واحد رقم one هدى if rain then إيش كانت rain؟ rain
+
+413
+00:35:44,470 --> 00:35:50,010
+برضه بس بدنا ناخد بالنا إنه two point five و oh
+
+414
+00:35:50,010 --> 00:35:55,710
+point sixاللي هي Sufficiency و Necessity طيب Rain
+
+415
+00:35:55,710 --> 00:36:00,390
+كلها على بعضها ال prior بتاعتها جدش 0.5 هذه ال
+
+416
+00:36:00,390 --> 00:36:04,110
+prior ل ال rule كاملة على بعض إذا ماعنديش أي
+
+417
+00:36:04,110 --> 00:36:07,730
+knowledge مسبقة، كمان مرة بعيدها، جدّا هيتغير معنا
+
+418
+00:36:07,730 --> 00:36:11,850
+النتائج طيب، مين كمان؟يكفي ان اقوله ايش ال weather
+
+419
+00:36:11,850 --> 00:36:16,930
+today عشان يعطيني إجابة rule رقم اتنين ليش rule
+
+420
+00:36:16,930 --> 00:36:22,410
+رقم اتنين لأن today is dry dry تمام today is dry
+
+421
+00:36:22,410 --> 00:36:26,270
+طب إذا لم تتحقق ال evidence معناته بروح ل
+
+422
+00:36:26,270 --> 00:36:30,250
+necessity امتى لم تتحقق ال evidence dry ان هي رين
+
+423
+00:36:30,250 --> 00:36:35,030
+وهي هو بيقول رين فإذا نحط rule رقم اتنين عشان نشوف
+
+424
+00:36:35,030 --> 00:36:44,900
+كيف بدنا نستخدمهم اتنين اتنين if drythen dry ونحط
+
+425
+00:36:44,900 --> 00:36:50,800
+الأرقام جداش الأرقام one point six و o point four
+
+426
+00:36:50,800 --> 00:36:58,100
+طبعا ال prior أكيد هي o point five okay هتنكمل
+
+427
+00:36:58,100 --> 00:37:08,370
+هتنكمل نبدأ بال odds ان today is raintoday is rain
+
+428
+00:37:08,370 --> 00:37:12,110
+فال rule رقم واحد اللي بدنا من خلالها نشوف قداش
+
+429
+00:37:12,110 --> 00:37:18,170
+أرجحية انه rain بكرا او لأ من ال rule رقم واحد لأن
+
+430
+00:37:18,170 --> 00:37:25,670
+دلوقتي احنا بنتكلم في rule رقم واحد فال odds ان
+
+431
+00:37:25,670 --> 00:37:28,230
+tomorrow is rain
+
+432
+00:37:34,490 --> 00:37:40,390
+هتساوي جدش ال prior بتاعتها 0.5 الأرجحية اللي عفوا
+
+433
+00:37:40,390 --> 00:37:44,590
+ال probability فاحنا قولنا من ال O عشان اجيب او من
+
+434
+00:37:44,590 --> 00:37:48,730
+ال probability عشان اجيب ال odds ايش بتساوي؟
+
+435
+00:37:48,730 --> 00:37:52,370
+هتساوي ال probability على واحد ناقص ال probability
+
+436
+00:37:52,370 --> 00:38:00,160
+جدش هيطلع واحدهيسوي one هيسوي one one إيش إنه جديش
+
+437
+00:38:00,160 --> 00:38:06,860
+أرجحية إنه فعلًا بكرا rain لأن اليوم rain فهنقول
+
+438
+00:38:06,860 --> 00:38:11,760
+كقيمة واحد و ليس ك probability كأرجحية و ليس
+
+439
+00:38:11,760 --> 00:38:15,860
+probability تمامهذا بالنسبة لل rule رقم واحد
+
+440
+00:38:15,860 --> 00:38:19,660
+الحقيقة ال conclusion اللي احنا بدنا نحصل عليه هي
+
+441
+00:38:19,660 --> 00:38:23,680
+tomorrow is rain يتفق تماما مع ال rule اللي هي
+
+442
+00:38:23,680 --> 00:38:27,200
+أساسا ال in between يعني معنى ذلك ان ال one ها ده
+
+443
+00:38:27,200 --> 00:38:31,240
+بدنا نضربه في مين في ال sufficiency لأن ال rule
+
+444
+00:38:31,240 --> 00:38:36,980
+متحققة بال evidence بتاعتها فحتصبح ال probability
+
+445
+00:38:36,980 --> 00:38:40,220
+اللي
+
+446
+00:38:40,220 --> 00:38:40,900
+هي tomorrow
+
+447
+00:38:43,450 --> 00:38:54,130
+is rain تمام؟ condition today is rain جدش هتساوي
+
+448
+00:38:54,130 --> 00:38:59,070
+اللي هي two point five من وين جبنا ال two point
+
+449
+00:38:59,070 --> 00:39:04,890
+five؟ هي ال odds لل condition هذااحنا على طول احنا
+
+450
+00:39:04,890 --> 00:39:08,290
+عملنا jump على السريع ل ال probability بس انا عارف
+
+451
+00:39:08,290 --> 00:39:11,710
+ان ال probability هدي هجيبها من مين من ال odds انه
+
+452
+00:39:11,710 --> 00:39:16,810
+tomorrow is rain condition today is rain ك odds
+
+453
+00:39:16,810 --> 00:39:22,690
+خلاص بدرب ال odds تبعت tomorrow is rain لحالها
+
+454
+00:39:22,690 --> 00:39:26,730
+اللي هي واحد في ال sufficiency في ال sufficiency
+
+455
+00:39:26,730 --> 00:39:30,830
+اللي هي كانت اتنين و نص هي اتنين و نص من ال rule
+
+456
+00:39:30,830 --> 00:39:36,450
+نفسهاكويس ضربناهم في بعض فطلع 2.5 اختصارا على طول
+
+457
+00:39:36,450 --> 00:39:40,410
+ال probability بالنسبة لل odds هي ال odds على 1
+
+458
+00:39:40,410 --> 00:39:49,310
+زاد ال odds ف2.5 على 1 زاد 2.5 على طول هتساوي 0.71
+
+459
+00:39:51,780 --> 00:39:56,600
+one تمام هيك خلصنا جديش ارجح او احتمالية انه بكرا
+
+460
+00:39:56,600 --> 00:40:01,340
+rain طيب جديش احتمالية انه بكرا dry فيلها ال rule
+
+461
+00:40:01,340 --> 00:40:06,160
+بتاعتها ال rule مين ال rule رقم اتنين فنفس الفكرة
+
+462
+00:40:06,160 --> 00:40:11,040
+من ال rule رقم اتنين بدي احسب ال o او ال odds ان
+
+463
+00:40:11,040 --> 00:40:19,260
+tomorrow is a dry لان احنا بنشتغلها ل dry من اللي
+
+464
+00:40:19,260 --> 00:40:23,130
+بيحققها هي اللي هي ال rule رقم اتنينعشان اقول ان
+
+465
+00:40:23,130 --> 00:40:28,030
+هذا برضه ك priority .. ك prior .. عفوا prior ..
+
+466
+00:40:28,030 --> 00:40:32,790
+prior o.5 اللي هي المعلومة المسبقة لل .. للكل o.5
+
+467
+00:40:32,790 --> 00:40:38,490
+فنفس الفكرة o.5 على واحد ناقص o.5 وتساوي واحد لل
+
+468
+00:40:38,490 --> 00:40:42,070
+rule رقم اتنين فهنا rule اتنين
+
+469
+00:40:44,380 --> 00:40:50,300
+نفس الفكرة، منها بدنا نحسب الآن برضه ال odds انه
+
+470
+00:40:50,300 --> 00:40:56,000
+tomorrow is .. اه ايش بدنا نقول؟ tomorrow is dry
+
+471
+00:40:56,000 --> 00:40:58,720
+لإن أنا بدي أشتغل إنه ماوجددش احتمالية tomorrow is
+
+472
+00:40:58,720 --> 00:41:05,300
+dry condition ايش؟ today is rain ليش rain؟ لإن
+
+473
+00:41:05,300 --> 00:41:10,180
+معلومة موجودة عندى، أنا باخدها ك inputإن اليوم
+
+474
+00:41:10,180 --> 00:41:17,660
+rain فكأنه بدي أقول ال big ال odds tomorrow is dry
+
+475
+00:41:17,660 --> 00:41:31,700
+given today is rain تمام فإذا هي ال ..الـ odds الـ
+
+476
+00:41:31,700 --> 00:41:35,020
+odds أنه tomorrow is dry اللي هي الواحد مضروبة في
+
+477
+00:41:35,020 --> 00:41:41,340
+مين مضروبة بالنسبة لل condition هذه في النفي ل dry
+
+478
+00:41:41,340 --> 00:41:46,980
+لل evidence dry if dry هو فعليا مش dry معناته بدي
+
+479
+00:41:46,980 --> 00:41:51,300
+أشتغل على 1.6 أكيد لأ مش هشتغل على الصفحانسي هشتغل
+
+480
+00:41:51,300 --> 00:41:54,020
+على ال necessity هنشتغل على ال necessity لأن ال
+
+481
+00:41:54,020 --> 00:41:59,560
+necessity هذه هو احتمال حدوث ال conclusionفي ظل
+
+482
+00:41:59,560 --> 00:42:05,400
+عدم حدوث ال evidence وهذا هو اللي حدث فعليا ان هنا
+
+483
+00:42:05,400 --> 00:42:09,660
+بدنا نحسب tomorrow is dry ال conclusion given
+
+484
+00:42:09,660 --> 00:42:15,080
+today is rain يعني عدم حدوثلدراعي اللي احنا بتكلم
+
+485
+00:42:15,080 --> 00:42:19,340
+عنها ك evidence عشان هيك هدى هنضربها تصبح تساوي 1
+
+486
+00:42:19,340 --> 00:42:26,040
+مضروب في جداش القيمة 0.4 مباشرة عشان احولها لل
+
+487
+00:42:26,040 --> 00:42:33,880
+probability هتساوي 0.4 على 1 plus 0.4على one plus
+
+488
+00:42:33,880 --> 00:42:38,920
+0.4 عشان تعطيني اتجدش قيمة 0.29 فهي القيمتين اللي
+
+489
+00:42:38,920 --> 00:42:46,760
+طلعناهم فعليا هي ال 0.29 لل dry وهي ال 0.71 لل
+
+490
+00:42:49,050 --> 00:42:55,130
+لأ ال .. ال rain ل rain فهم القيمتين هدول اللي كنا
+
+491
+00:42:55,130 --> 00:43:00,330
+جبناهم خلصنا seven one او point two nine او point
+
+492
+00:43:00,330 --> 00:43:05,570
+two nine okay الان ال dialogue بده يكمل بدنا نسأل
+
+493
+00:43:05,570 --> 00:43:12,150
+على ال .. ال .. ال rainfall today جداش التساقط
+
+494
+00:43:12,150 --> 00:43:16,780
+المطر او جداش نسبة تساقط المطر فجالي لهعطاني ان هي
+
+495
+00:43:16,780 --> 00:43:27,220
+low فهي معلومة تانية هنضيفها لمين ل .. ل rain فرور
+
+496
+00:43:27,220 --> 00:43:30,720
+رقم واحد و اتنين خلصناهم خلصنا منهم الآن المعلومة
+
+497
+00:43:30,720 --> 00:43:40,100
+التانية اللي هي ال rainfall .. rainfall الشيطاني
+
+498
+00:43:40,100 --> 00:43:40,960
+is low
+
+499
+00:43:44,820 --> 00:43:50,440
+الفكرة هي هي كما هي برضه هنروح ل ال odds ل
+
+500
+00:43:50,440 --> 00:43:54,700
+tomorrow is dry هنبدأ في ال dry طيب tomorrow is
+
+501
+00:43:54,700 --> 00:44:00,340
+dry عشان اتكلم عنها الآن ال priority او اي عفوا ال
+
+502
+00:44:00,340 --> 00:44:04,280
+prior اللي صارت عندي ال prior اللي صارت عندي بطلت
+
+503
+00:44:04,280 --> 00:44:11,410
+0.5بطلت 0.5 مع علمنا ان كل ال rules كانت ال prior
+
+504
+00:44:11,410 --> 00:44:15,430
+0.5 بس مش هستخدم 0.5 ليش؟ لأن انا فعليا صار عندي
+
+505
+00:44:15,430 --> 00:44:22,430
+معلومة الآن عندي معلومة ان لأ ال rain هي 0.71 و لأ
+
+506
+00:44:22,430 --> 00:44:30,610
+dry هي 0.29 هدول جبناهم من rule رقم 1 و 2 فمش
+
+507
+00:44:30,610 --> 00:44:34,480
+معقول اتجهلهم الآنبتجهلهم امتى لو هنا ماعنديش
+
+508
+00:44:34,480 --> 00:44:37,680
+knowledge فبستخدم ال 0.5 بس أنا صار عنده knowledge
+
+509
+00:44:37,680 --> 00:44:40,920
+ال knowledge هذه أخدتها من rule رقم واحد و rule
+
+510
+00:44:40,920 --> 00:44:44,760
+رقم اتنين وهي قيمها فإذا الان لما بدي أقول odds
+
+511
+00:44:44,760 --> 00:44:49,960
+tomorrow is dry بدي أشتغل على مين على ال prior 0
+
+512
+00:44:49,960 --> 00:44:55,900
+.29 على واحد نقص 0.29تمام و منها عشان اجيب
+
+513
+00:44:55,900 --> 00:44:59,840
+tomorrow is dry then ايوة الاحق .. condition ..
+
+514
+00:44:59,840 --> 00:45:03,040
+condition ايش؟ المعلومتين اللي عندي انه today is
+
+515
+00:45:03,040 --> 00:45:10,140
+rain تقاطع او andrainfall is low rainfall is low
+
+516
+00:45:10,140 --> 00:45:14,520
+فهدى هنروح بدنا نشوف مين اللى متوفر فيها المعلومات
+
+517
+00:45:14,520 --> 00:45:18,120
+هدى كلها هنلاقي ان هى ال rule رقم تلاتة ال rule
+
+518
+00:45:18,120 --> 00:45:21,460
+رقم تلاتة ايش بتقول if today is rain and rainfall
+
+519
+00:45:21,460 --> 00:45:24,320
+is low وميعطينى هي ال sufficiency وميعطينى ال
+
+520
+00:45:24,320 --> 00:45:29,020
+necessity then tomorrow is dry a prior 0.5 0.5 هنا
+
+521
+00:45:29,020 --> 00:45:32,820
+لما أنظرلها هدى بانظرلها لو مانا ماعنديش معلومة
+
+522
+00:45:32,820 --> 00:45:36,270
+مسبقةلكن أنا عندي معلومة مسبقة وهي معلومتنا
+
+523
+00:45:36,270 --> 00:45:40,770
+المسبقة حلناها واشتغلنا عليها خلصنا عشان نيجي نجول
+
+524
+00:45:41,600 --> 00:45:47,780
+فعليا today is rain هي rain مظبوطة rainfall is low
+
+525
+00:45:47,780 --> 00:45:51,800
+برضه تحققوا التنتين هيهم فإذا التنتين تحققوا مدام
+
+526
+00:45:51,800 --> 00:45:55,000
+تحققت ال evidence ال two evidence يعني أنا بشتغل
+
+527
+00:45:55,000 --> 00:45:59,120
+على necessity ولا sufficiency تحققوا أكيد
+
+528
+00:45:59,120 --> 00:46:04,020
+sufficiency أكيد sufficiency فإذا ال 0.41 اللي هي
+
+529
+00:46:04,020 --> 00:46:10,740
+ال oddsلأ ان tomorrow is dry بشكل مطلق لحالها
+
+530
+00:46:10,740 --> 00:46:17,520
+مضروبة في انه تحقق اذا .. اللي هي الأرجحية او ال
+
+531
+00:46:17,520 --> 00:46:21,420
+odds لمين لل rule نفسها انه لو تحققت ال evidences
+
+532
+00:46:21,420 --> 00:46:25,460
+جداش أرجحيتهم تتحقق ال conclusion و اللي كانت
+
+533
+00:46:25,460 --> 00:46:32,900
+قيمتها عشرة فهيطلع عندى4.1 4.1 بكل بساطة هذه odds
+
+534
+00:46:32,900 --> 00:46:38,940
+بتحولها ل probability فال 4.1 على 1 plus 4.1 خلاص
+
+535
+00:46:38,940 --> 00:46:45,880
+عشان نجيب 0.8 طيب 0.8 هذه معلومة الآن اتشكلت عندي
+
+536
+00:46:45,880 --> 00:46:54,120
+جديد لغة ال 0.25 صار عندي للدراي 0.8
+
+537
+00:46:56,300 --> 00:47:01,460
+0.8 خلاص الآن صارت معلومة جديدة فهي dry 0.8 و ال
+
+538
+00:47:01,460 --> 00:47:05,340
+rain دلت زي ما هي ليش لأنه أخدتها أنا من rule
+
+539
+00:47:05,340 --> 00:47:07,480
+واحدة فقط 0.71
+
+540
+00:47:09,940 --> 00:47:14,460
+طيب ال temperature طبعا هل بقدر اطبق اي rules
+
+541
+00:47:14,460 --> 00:47:17,220
+تانية راجع كل ال rules هتلاقي انه لأ مافيش مجال
+
+542
+00:47:17,220 --> 00:47:20,900
+اطبق اشي تاني عشان اطبق اي rule أخرى محتاج كمان
+
+543
+00:47:20,900 --> 00:47:23,280
+معلومة زيادة المعلومة الزيادة هي ال temperature
+
+544
+00:47:23,280 --> 00:47:26,440
+اليوم جديش ال temperature فال temperature جال ليه
+
+545
+00:47:26,440 --> 00:47:30,840
+cold جالنا ان ال temperature درجة الحرارة برد فإذا
+
+546
+00:47:30,840 --> 00:47:34,220
+منخفضة فإذا منخفضة عشان نجي نطلع انقار ان صار عندي
+
+547
+00:47:34,220 --> 00:47:37,920
+تلت معلومات فهنا ال temperature
+
+548
+00:47:43,310 --> 00:47:48,670
+temperature is cold هاي معلومة تالتة الان بدنا
+
+549
+00:47:48,670 --> 00:47:51,950
+نشوف التلت معلومات اللي صاروا عندي بيحققولي any
+
+550
+00:47:51,950 --> 00:48:01,870
+rules ممكن انا ممكن تتحقق معايا هنجد انه حققولنا
+
+551
+00:48:01,870 --> 00:48:06,720
+ال rule رقم اربعة اللي كان فيها today is rainهي ال
+
+552
+00:48:06,720 --> 00:48:09,880
+weather موجودة عندى ال rainfall is low هي ال
+
+553
+00:48:09,880 --> 00:48:12,900
+rainfall موجودة و ال temperature is cold هي موجودة
+
+554
+00:48:12,900 --> 00:48:16,680
+و واضح انه كلهم في اتجاه الموجب بمعنى ان هي rain
+
+555
+00:48:16,680 --> 00:48:20,260
+فعلا هي rain ال rainfall is low هي فعلا low و ال
+
+556
+00:48:20,260 --> 00:48:22,720
+temperature is cold هي فعلا cold فإذا واضح انه هنا
+
+557
+00:48:22,720 --> 00:48:25,800
+عندنا كمان شوية هنشتغل عالمين على ال sufficiency
+
+558
+00:48:25,800 --> 00:48:30,420
+لأنهم متحقيقين ال evidences تمام و هنبدأ نقول ال
+
+559
+00:48:30,420 --> 00:48:35,480
+odds ل tomorrow is dryلحظوا tomorrow is a dry الان
+
+560
+00:48:35,480 --> 00:48:39,100
+هشتغل على مين مش على ال 0.5 اطلاقا مش هشتغل على ال
+
+561
+00:48:39,100 --> 00:48:43,100
+0.5 هشتغل على ال 0.8 اللي اتحوشت عندى اللي اتكومت
+
+562
+00:48:43,100 --> 00:48:46,940
+عندى كمعرفة مسبقة جبل ما اطبق القاعدة هذه او ال
+
+563
+00:48:46,940 --> 00:48:51,140
+rule رقم 4 فصارت 0.8 على واحد ناقص 0.8 صار بتساوي
+
+564
+00:48:51,140 --> 00:48:56,760
+4 الأربعة هذه هنضربها في ال sufficiency لأن كلهم
+
+565
+00:48:56,760 --> 00:49:00,700
+تحققواكلهم متحقيقين و ال conclusion هو نفسه اللي
+
+566
+00:49:00,700 --> 00:49:03,040
+أنا جاعد بشتغل عليه اللي بحسبله اللي هو tomorrow
+
+567
+00:49:03,040 --> 00:49:07,240
+is dry فهي then tomorrow is dry متفقين تمام فبضرب
+
+568
+00:49:07,240 --> 00:49:10,760
+في ال one point five عشان يطلع عندي ستة ستة على
+
+569
+00:49:10,760 --> 00:49:16,960
+واحد زائد ستة بيعطيني ال probability انه بكرا dry
+
+570
+00:49:16,960 --> 00:49:23,020
+فإذا اختلفت هنا صارت eight six point eight six
+
+571
+00:49:23,020 --> 00:49:26,400
+تمام نشوف
+
+572
+00:49:28,240 --> 00:49:32,200
+في عندي كمان tomorrow is dry اللي هي الرقم خمسة
+
+573
+00:49:32,200 --> 00:49:37,760
+tomorrow is dry temperature is warm و then
+
+574
+00:49:37,760 --> 00:49:40,940
+tomorrow is rain حقيقة بقدر انافذها دي بنقدر
+
+575
+00:49:40,940 --> 00:49:45,360
+انافذها بسهولة ليش لأن tomorrow is dry لأ هي rain
+
+576
+00:49:45,360 --> 00:49:51,350
+فانا عندي العكسالمهم إنه موجود عند قيمتها بس
+
+577
+00:49:51,350 --> 00:49:55,830
+بالfalse كويس إيش في عندي كمان temperature is warm
+
+578
+00:49:55,830 --> 00:49:59,530
+معناته عكس temperature is cold عكس temperature is
+
+579
+00:49:59,530 --> 00:50:01,990
+cold then tomorrow is rain معناه ذلك إنه بقدر
+
+580
+00:50:01,990 --> 00:50:05,470
+أشتغل على tomorrow is rain ولكن على اعتبار إن ال
+
+581
+00:50:05,470 --> 00:50:09,210
+evidence لم تتحقق لم تتحقق فواضح إنه لمين بده أروح
+
+582
+00:50:09,210 --> 00:50:15,430
+هناك أكيد هنروح ل ال .. ال .. ال sufficiency لأ ال
+
+583
+00:50:15,430 --> 00:50:19,980
+necessity ل ال necessity sufficiency أكيد لأتمام
+
+584
+00:50:19,980 --> 00:50:24,040
+فحنقول tomorrow is rain ال odds بتاعتها هي ال
+
+585
+00:50:24,040 --> 00:50:27,180
+knowledge المسبقة أنا حتى الآن عند ال knowledge
+
+586
+00:50:27,180 --> 00:50:32,280
+المسبقة ل rain هي 0.71 فبستخدمها 0.71 على واحد نقص
+
+587
+00:50:32,280 --> 00:50:38,120
+0.71 2.45 هذه حنضربها في ال necessity في ال
+
+588
+00:50:38,120 --> 00:50:41,360
+necessity لأن ال evidences مش متحققة ضربناها و
+
+589
+00:50:41,360 --> 00:50:45,940
+خلصنا طلعت عندنا القيمة القيمة الآنفي الحالة اللي
+
+590
+00:50:45,940 --> 00:50:49,040
+عندنا بدي أجيب لها ال probability نفس القيمة اللي
+
+591
+00:50:49,040 --> 00:50:53,540
+هي لل odds على 1 زائد قيمة ال odds عشان يطلع عندي
+
+592
+00:50:53,540 --> 00:51:04,820
+0.69 فهنا اتغيرت لإيش من 7 1 ل 6 9 0.69تمام ف dry
+
+593
+00:51:04,820 --> 00:51:12,480
+صارت 86% rain 69% الآن بندور هل ال conditions كلها
+
+594
+00:51:12,480 --> 00:51:15,940
+بقدر أحققها لأ وجدنا أنه لسه في معلومة محتاجينها
+
+595
+00:51:15,940 --> 00:51:24,520
+هي ال cold cover أو جدش تلبد الغيومفبنسأل عن قداش
+
+596
+00:51:24,520 --> 00:51:28,960
+في غيوم ف overcast بمعنى ان هو ملبط بالغيوم و
+
+597
+00:51:28,960 --> 00:51:33,280
+بنيجي نشوف بالنسبة لل overcast هنا هنتكلم عن مين؟
+
+598
+00:51:33,280 --> 00:51:40,060
+عن ال cloud هتكون
+
+599
+00:51:40,060 --> 00:51:41,740
+overcast
+
+600
+00:51:45,910 --> 00:51:50,150
+تمام فالضبابية لأ هو ملبت بالغيوم كويس هي المعلومة
+
+601
+00:51:50,150 --> 00:51:53,610
+الثالثة عشان برضه نمسك صار عندي اربع ملومات جدش
+
+602
+00:51:53,610 --> 00:51:57,110
+بقدر احقق rules فهنجد ان ال rule الرابع اللي ما
+
+603
+00:51:57,110 --> 00:52:02,960
+زال موجود عندنا نقدرنشتغل عليها أو نقدر نحققها ال
+
+604
+00:52:02,960 --> 00:52:05,940
+output تبقى حالناتش تبقى rain فهنشتغل على rain
+
+605
+00:52:05,940 --> 00:52:09,720
+rain صارها الوقت بالنسبالي ال prior knowledge هي 0
+
+606
+00:52:09,720 --> 00:52:14,940
+.69 على one minus 0.69 فجبنا ال odds بتاعتها ال
+
+607
+00:52:14,940 --> 00:52:18,780
+odds بتاعتها الآن نيجي نمسك today is dry أكيد
+
+608
+00:52:18,780 --> 00:52:22,340
+false temperature is warm أكيد false sky is
+
+609
+00:52:22,340 --> 00:52:29,090
+overcast okay true لكن true and false and falseإيش
+
+610
+00:52:29,090 --> 00:52:32,170
+بيطلع؟ true and false and false طبعا في عملية ال
+
+611
+00:52:32,170 --> 00:52:36,670
+.. ال .. ال and أي واحدة false يكفي إنه كله يطلع
+
+612
+00:52:36,670 --> 00:52:40,290
+false فإذن false .. false معناته حروح لمين؟ لل
+
+613
+00:52:40,290 --> 00:52:44,870
+necessity و ليس لل sufficiency فال two point two
+
+614
+00:52:44,870 --> 00:52:49,070
+three اللي هي قيمة ال odds of tomorrow ل tomorrow
+
+615
+00:52:49,070 --> 00:52:52,930
+is rain هندربها في واحد قيمة ال necessity ال
+
+616
+00:52:52,930 --> 00:53:01,660
+likelihood of necessityف 2.23 ك .. ك odds ال odds
+
+617
+00:53:01,660 --> 00:53:05,360
+هذه بدنا نجيبها الآن ل ال conditional probability
+
+618
+00:53:05,360 --> 00:53:08,900
+اللي هي probability tomorrow is warm condition
+
+619
+00:53:08,900 --> 00:53:16,180
+today is not dry and temperature is not warm and
+
+620
+00:53:16,180 --> 00:53:19,240
+sky is overcast فواضح ان عندي هنا في هذه false
+
+621
+00:53:19,240 --> 00:53:20,920
+كانت و هذه عندي كانت false
+
+622
+00:53:23,690 --> 00:53:28,590
+بالنسبة لل rule طبعا .. بالنسبة لل rule فبنحسبها
+
+623
+00:53:28,590 --> 00:53:31,310
+عشان نجيب له probability و من ال probability أصبح
+
+624
+00:53:31,310 --> 00:53:41,430
+عندي استقرت الآن على 0.68 و 0.6 .. 0.86 و 0.69
+
+625
+00:53:41,430 --> 00:53:46,590
+تمام حتى الآن بنقدر نقول إيش؟ بنقدر نقول no لما
+
+626
+00:53:46,590 --> 00:53:53,440
+بدي أوصي .. أجي أوصفها هقول بكراالجو صحه مع احتمال
+
+627
+00:53:53,440 --> 00:53:59,260
+بسيط لبعض زخات من المطر، لاحظ كيف؟ هيك تصاغي يعني،
+
+628
+00:53:59,260 --> 00:54:06,040
+بهذا الشكل، ليش؟ لأنه 86% dry، 69% rain، فبقدر
+
+629
+00:54:06,040 --> 00:54:11,780
+أقول إنه لأ، هو الغالب إنه جاء ناشف بكرة، فهو غدا
+
+630
+00:54:11,780 --> 00:54:19,550
+صحه، مع احتمال قليل لبعض زخات المطرهيك بتتم عملية
+
+631
+00:54:19,550 --> 00:54:24,590
+.. خلينا نقول التوقعات للأحوال الجوية تمام كلمة مع
+
+632
+00:54:24,590 --> 00:54:30,110
+احتمال و مع إمكانية و قد يحدث بعض المطر او انه
+
+633
+00:54:30,110 --> 00:54:34,350
+والله لو قيمة المطر عالية مع احتمال عالي لبعض
+
+634
+00:54:34,350 --> 00:54:38,370
+زخّات من المطر او مطر غزير هذه كلها الحقيقة الفاظة
+
+635
+00:54:38,370 --> 00:54:42,640
+اللي احنا جاهدين بنقولها ممكنأوفّر على حالي عملية
+
+636
+00:54:42,640 --> 00:54:48,740
+probability إذا كان قدرت أشوف خبراء من ال forecast
+
+637
+00:54:48,740 --> 00:54:52,720
+أو من الناس اللي بيشتغلوا في جزئيةال probability
+
+638
+00:54:52,720 --> 00:54:56,560
+هذه أو في جزئية توقعات الأحوال الجوية وأخد منهم
+
+639
+00:54:56,560 --> 00:55:00,260
+knowledge جاهزة ليش أروح لل probability؟ طب هي إيش
+
+640
+00:55:00,260 --> 00:55:01,720
+المشكلة في ال probability؟ المشكلة في ال
+
+641
+00:55:01,720 --> 00:55:04,620
+probability هي ال statistics أني أنا محتاج
+
+642
+00:55:04,620 --> 00:55:08,020
+statistics عالية جدا عشان هيك هنروح لحاجة اسمها
+
+643
+00:55:08,020 --> 00:55:12,720
+certainty factors theory and evidential reasoning
+
+644
+00:55:12,720 --> 00:55:18,580
+هنا بنتكلم بكل بساطة بروح ل ال expertdomain او
+
+645
+00:55:18,580 --> 00:55:22,640
+domain expert عفوا اللي هو ال human الخبير و بقوله
+
+646
+00:55:22,640 --> 00:55:29,820
+هذه ال rule جدش انت تثق ان هذه صحيحة مظبوطة جدش
+
+647
+00:55:29,820 --> 00:55:33,460
+انت تثق ففي الحالة هذه باخد منه حاجة اسمها
+
+648
+00:55:33,460 --> 00:55:38,360
+certainty factor معامل التأكد معامل التأكد هو اللي
+
+649
+00:55:38,360 --> 00:55:43,480
+هنتكلم فيه المرة القادمة بالتفصيل لكن بدنا نفهم ان
+
+650
+00:55:43,480 --> 00:55:50,170
+هذا ال certainty factorهو فعليا رقم بقسلنا جداش ال
+
+651
+00:55:50,170 --> 00:55:56,870
+experts beliefجدّش الخبير يؤمن بالقاعدة هذه أو
+
+652
+00:55:56,870 --> 00:56:00,510
+بالrule هذه فهذه the maximum value of certainty
+
+653
+00:56:00,510 --> 00:56:04,990
+factor is one plus one معناه ذلك أنه definitely
+
+654
+00:56:04,990 --> 00:56:09,850
+true بشكل أساسي هي كاملة لما تقول لو واحد جدّش
+
+655
+00:56:09,850 --> 00:56:13,470
+تؤمن بالقاعدة هذه هيقولك مائة بالمائة طول ما بيحدث
+
+656
+00:56:13,470 --> 00:56:16,590
+ال evidence أكيد هيحدث ال conclusion أو ال
+
+657
+00:56:16,590 --> 00:56:21,440
+hypothesis معناته هذه واحدةواحد plus واحد أو بتكون
+
+658
+00:56:21,440 --> 00:56:25,740
+minimum minus واحد معناته definitely false لأ لأ
+
+659
+00:56:25,740 --> 00:56:28,920
+لأ لأ مانهم مش هي علاقة ببعض بالعكس هذه كل ما حدثت
+
+660
+00:56:28,920 --> 00:56:34,320
+العكس اللي هيحدث فبتصير قيمتها minus one فإذا كان
+
+661
+00:56:34,320 --> 00:56:37,860
+ال expert states that some evidence is almost
+
+662
+00:56:38,720 --> 00:56:43,600
+certainly true إذا كان والله يجلي almost إنه بتصير
+
+663
+00:56:43,600 --> 00:56:47,420
+ال rule يعني almost معناه ذلك إن ال C أو ال
+
+664
+00:56:47,420 --> 00:56:51,840
+certainty factor بقدر أعطيه قيمة 0.8 من وين جبنا 0
+
+665
+00:56:51,840 --> 00:56:55,980
+.8 من اللغة من ال language من ال language اقدرنا
+
+666
+00:56:55,980 --> 00:56:59,940
+نترجمها إنه إذا كان وصلني definitely not معناته
+
+667
+00:56:59,940 --> 00:57:03,180
+minus one قيمتها ل certainty factor almost
+
+668
+00:57:03,180 --> 00:57:11,150
+certainly not minus 0.8 probably not0.6 بالمينوس
+
+669
+00:57:11,150 --> 00:57:18,830
+طبعا maybe not 0.4 a noun فهي ما between minus 0.2
+
+670
+00:57:18,830 --> 00:57:25,390
+to plus 0.2 maybe لأ بالعكس صارت plus 0.4 probably
+
+671
+00:57:25,390 --> 00:57:33,650
+plus 0.6 almost certainly plus 0.8 و definitely
+
+672
+00:57:33,650 --> 00:57:39,610
+plus oneplus one هذه القيم بنقدر نعبر من خلالها
+
+673
+00:57:39,610 --> 00:57:44,370
+على بعض الألفاظ اللي ممكن تحدث معانا في ال rules
+
+674
+00:57:44,370 --> 00:57:48,270
+عشان نعبر عنها بكل بساطة بدل ما كنت بشتغل عليها
+
+675
+00:57:48,270 --> 00:57:51,810
+probability بتصير الآن ال rule تبعتي بنحطلها مش
+
+676
+00:57:51,810 --> 00:57:57,970
+probabilityبنحطلها if then evidence أو evidences
+
+677
+00:57:57,970 --> 00:58:04,270
+so and and or then hypothesis with certainty
+
+678
+00:58:04,270 --> 00:58:08,550
+factor قيمة معينة ابعدنا عن ال probability وابعدنا
+
+679
+00:58:08,550 --> 00:58:14,370
+هنا تماما عن ال sufficiency والـ Necessity فضلت
+
+680
+00:58:14,370 --> 00:58:20,090
+عبارة عن CF بس فقط فهذه هي تمثلنا الآن جداش ال
+
+681
+00:58:20,090 --> 00:58:24,710
+belief in hypothesis H given the evidence E has
+
+682
+00:58:24,710 --> 00:58:29,490
+occurred بمعنى جداش الآن أنا بؤمن أن الرول هذه
+
+683
+00:58:29,490 --> 00:58:33,270
+هتتحقق أو ال hypothesis هتتحقق إذا ال evidence
+
+684
+00:58:33,270 --> 00:58:38,010
+تحققتدرجة إيماننا بهذا ال .. ال .. ال .. ال ..
+
+685
+00:58:38,010 --> 00:58:41,110
+بهذه ال rule درجة إيماننا بهذا ال rule okay المرة
+
+686
+00:58:41,110 --> 00:58:47,090
+القادمة بن .. بنكمل في قوانينها و بنحاول برضه ناخد
+
+687
+00:58:47,090 --> 00:58:51,550
+يعني شوية characteristics مهمة أو properties مهمة
+
+688
+00:58:51,550 --> 00:58:54,750
+لموضوع certainty factor ناخد برضه مثال ال forecast
+
+689
+00:58:54,750 --> 00:58:59,610
+عليها و بنكون هنا الموضوعين اليومخلصنا ال
+
+690
+00:58:59,610 --> 00:59:02,190
+probability و دي اشي مهم و ياريتك كويس ترجعوها
+
+691
+00:59:02,190 --> 00:59:05,530
+لإنه زي ما قولنا بتكون تفارقوا بين odds و بين
+
+692
+00:59:05,530 --> 00:59:09,150
+probability و هذه كيف بحولها لهذه و هذه كيف بحولها
+
+693
+00:59:09,150 --> 00:59:12,190
+لهذه مهمة جدا من المواضيع المهمة مافيش حاجة اسمها
+
+694
+00:59:12,190 --> 00:59:18,110
+expert systems او علم AI بدون حساباتبدون توقعات
+
+695
+00:59:18,110 --> 00:59:21,350
+فاحنا في نهاية نتكلم عن انه بد ال machine تتوقع
+
+696
+00:59:21,350 --> 00:59:24,330
+فلابد ان احنا نكون برضه عندنا ال knowledge الكافية
+
+697
+00:59:24,330 --> 00:59:27,950
+انه ندرب ال machine على التوقع هذا و أهمها ال
+
+698
+00:59:27,950 --> 00:59:30,790
+uncertainty .. ال uncertainty للمرة القادمة و
+
+699
+00:59:30,790 --> 00:59:31,370
+يعطيكوا ألف ألف ..
+
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/db883M7ZinM.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/db883M7ZinM.srt
new file mode 100644
index 0000000000000000000000000000000000000000..8814e0db586a1897dfd0ed89dc902a23d873eb7c
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/db883M7ZinM.srt
@@ -0,0 +1,2044 @@
+1
+00:00:04,930 --> 00:00:06,970
+بسم الله الرحمن الرحيم والصلاة والسلام على أشرف
+
+2
+00:00:06,970 --> 00:00:10,830
+الأنبياء وآل سيدنا محمد وعليهم وآله وصحبه أجمعين
+
+3
+00:00:10,830 --> 00:00:14,810
+عزيزي، أنا طلبت مساق expert systems أو الذكاء
+
+4
+00:00:14,810 --> 00:00:20,090
+الاصطناعي. نكمل الآن في الـ chapter الخاص بالـ hybrid
+
+5
+00:00:20,090 --> 00:00:23,970
+expert systems والّذي تحدثنا فيه من المرة السابقة
+
+6
+00:00:23,970 --> 00:00:29,410
+عن مجموعة الـ systems التي شرحناها والتي كنا نتكلم
+
+7
+00:00:29,410 --> 00:00:33,180
+فيه عن الـ expert system كـ rule based والـ fuzzy،
+
+8
+00:00:33,180 --> 00:00:36,060
+neural network والـ genetic algorithm. قلنا أن في
+
+9
+00:00:36,060 --> 00:00:39,080
+كل واحدة من هذه الـ techniques أو الـ methods هذه
+
+10
+00:00:39,080 --> 00:00:46,080
+فيه لها خصائص جيدة وخصائص قوة، وفيه لها عيوب أو
+
+11
+00:00:46,080 --> 00:00:50,830
+فيه لها نواقص في بعض الجوانب. كـ expert system، فكان
+
+12
+00:00:50,830 --> 00:00:55,470
+الهدف من جزئية الـ Hybrid Expert Systems هي فكرة
+
+13
+00:00:55,470 --> 00:00:59,430
+أنه كيف ممكن نعمل أكثر من system في منظومة واحدة
+
+14
+00:00:59,430 --> 00:01:04,370
+بحيث أن الواحد يغطي على عيوب الثاني. وتحدثنا، الحقيقة،
+
+15
+00:01:04,370 --> 00:01:09,730
+عن الجدول الذي أمامنا من المرة السابقة، وكان واضح
+
+16
+00:01:09,730 --> 00:01:14,550
+جداً أننا معنيون بشكل كثير كبير بالـ fuzzy neural
+
+17
+00:01:14,550 --> 00:01:18,350
+والـ genetic algorithm، مع فكرة أننا ندرس كيف ممكن
+
+18
+00:01:18,350 --> 00:01:23,330
+نقويّ نقاط الضعف التي خاصة بهذه الأنظمة. والمرة التي
+
+19
+00:01:23,330 --> 00:01:26,950
+فاتت، ركّزنا على الـ neural network هذه. فـ
+
+20
+00:01:26,950 --> 00:01:30,870
+neural network، حاولنا نشوف إيش العيوب التي كانت
+
+21
+00:01:30,870 --> 00:01:34,350
+فيها. فكان في عندنا عيب في knowledge representation،
+
+22
+00:01:34,350 --> 00:01:39,260
+وفي عندها أيضاً disadvantage في الـ explanation
+
+23
+00:01:39,260 --> 00:01:45,680
+ability. ووجدنا أن الذي يقدر يعوض هاتين المشكلتين
+
+24
+00:01:45,680 --> 00:01:48,620
+هذين، أما الـ expert system فكان فينا حاجة اسمها
+
+25
+00:01:48,620 --> 00:01:52,720
+neural expert system، شرحناها، كان عبارة عن الـ
+
+26
+00:01:52,720 --> 00:01:57,790
+expert system مع الـ neural network، و شُرحت كثيراً
+
+27
+00:01:57,790 --> 00:02:01,970
+كثيراً، لو ترجعون للمحاضرة السابقة عشان ت... تحضّروها.
+
+28
+00:02:01,970 --> 00:02:05,650
+بعد ذلك، أخذنا system آخر، وهو الـ... الـ fuzzy
+
+29
+00:02:05,650 --> 00:02:10,550
+neural system. كويس. فهذه دمجنا الـ fuzzy مع الـ
+
+30
+00:02:10,550 --> 00:02:15,090
+neural network. وبرده أخذنا فكرة أن الـ fuzzy، الـ
+
+31
+00:02:15,090 --> 00:02:18,910
+knowledge representation فيها عالية، ممتازة.
+
+32
+00:02:18,910 --> 00:02:23,520
+فحسّنت فيها drawback أو المشكلة الموجودة في الـ
+
+33
+00:02:23,520 --> 00:02:25,820
+neural network. نفس الكلام في الـ explanation
+
+34
+00:02:25,820 --> 00:02:31,000
+ability، عالية جداً. قدرة الفازي حسّنت فيها الـ
+
+35
+00:02:31,000 --> 00:02:35,580
+neural network. اليوم سنتكلم عن الـ evolutionary أو
+
+36
+00:02:35,580 --> 00:02:39,860
+الـ genetic algorithm. فالـ evolutionary algorithm أو
+
+37
+00:02:39,860 --> 00:02:44,340
+الـ evolutionary computations تتكلم في الجزئية هذه
+
+38
+00:02:44,340 --> 00:02:47,300
+أننا كيف ممكن نطوّر الـ genetic algorithm، أو كيف
+
+39
+00:02:47,300 --> 00:02:51,390
+نستخدم الـ genetic algorithm في تطوير الـ other
+
+40
+00:02:51,390 --> 00:02:56,450
+systems. ففعلياً، عشان نكون واضحين، اليوم سنتكلم عن الـ
+
+41
+00:02:56,450 --> 00:02:59,050
+genetic algorithm مع neural network، والـ genetic
+
+42
+00:02:59,050 --> 00:03:03,370
+algorithm مع الـ fuzzy. وفعلياً الـ genetic algorithm
+
+43
+00:03:03,370 --> 00:03:08,950
+هي الـ tool التي ستحسّن أداء neural network والـ
+
+44
+00:03:08,950 --> 00:03:14,030
+fuzzy system. من أي ناحية ستحسّن؟ يعني إيش الميزة
+
+45
+00:03:14,030 --> 00:03:16,590
+التي في الـ genetic algorithm غير التي نحن
+
+46
+00:03:16,590 --> 00:03:19,310
+شايفينها أمامنا؟ يعني لما نجي نقارنها بالـ neural
+
+47
+00:03:19,310 --> 00:03:21,910
+network، neural network والـ genetic algorithm،
+
+48
+00:03:21,910 --> 00:03:25,130
+مبدئياً، حسب الـ rules التي أمامنا هذه، أو الـ
+
+49
+00:03:25,130 --> 00:03:29,050
+characteristics التي أمامنا هذه، الحقيقة، ما فيش كثير
+
+50
+00:03:29,050 --> 00:03:33,270
+فرق بينهم، يعني هم دائماً متساويتان تقديراً تقريباً.
+
+51
+00:03:33,270 --> 00:03:36,450
+يعني، ولا تتميّز كثيراً الـ genetic algorithm في
+
+52
+00:03:36,450 --> 00:03:39,010
+عملية الـ knowledge representation أو الـ
+
+53
+00:03:39,010 --> 00:03:42,880
+explanation ability عن neural network. لاحظوا، مش
+
+54
+00:03:42,880 --> 00:03:46,880
+كثير عالية، حسب الـ index الذي نحن نتكلم عنه،
+
+55
+00:03:46,880 --> 00:03:52,080
+فواحدة bad وأخرى rather bad، فمش كثيراً ستطفر
+
+56
+00:03:52,080 --> 00:03:57,050
+كبيرة في التحسّن. لكن فيها ميزة غير الـ
+
+57
+00:03:57,050 --> 00:03:59,690
+characteristics التي أمامنا هذه، أو الـ properties
+
+58
+00:03:59,690 --> 00:04:04,290
+التي أمامنا هذه، الشيء، جزئية الـ globalization...
+
+59
+00:04:04,290 --> 00:04:08,190
+جزئية الـ globalization، الميزة التي في الـ... الـ
+
+60
+00:04:08,190 --> 00:04:12,990
+genetic algorithm، أنّه في عملية الـ... الـ... الـ...
+
+61
+00:04:12,990 --> 00:04:17,010
+الـ stochastic التي تتبعها في إيجاد الحلول، هي
+
+62
+00:04:17,010 --> 00:04:20,730
+الحقيقة، دائماً في الغالب، تصل إلى شيء اسمه
+
+63
+00:04:20,730 --> 00:04:24,850
+globalization. بمعنى أنه لو في optimal solution،
+
+64
+00:04:24,850 --> 00:04:29,550
+فمُتَوَقّع كثيراً أنه ممكن يصل إلى الـ optimal solution بعد
+
+65
+00:04:29,550 --> 00:04:33,710
+كذا run ممكن نعملها الـ Genetic Algorithm، وكثير
+
+66
+00:04:33,710 --> 00:04:35,930
+كثير كويس ترجعون للـ Genetic Algorithm، تشوفوا كلمة run
+
+67
+00:04:35,930 --> 00:04:38,210
+إيش معناها؟ run معناها أنني أعمل الـ system كامل،
+
+68
+00:04:38,210 --> 00:04:43,270
+أُنفّذ كل الـ generations التابعة له بشكل كامل. فممكن نعمل
+
+69
+00:04:43,270 --> 00:04:47,750
+كذا مرة، عشان نصل إلى الـ optimal solution. فالـ optimal
+
+70
+00:04:47,750 --> 00:04:50,750
+solution هنا في الـ genetic algorithm، غالباً ممكن
+
+71
+00:04:50,750 --> 00:04:57,780
+يُوصلني إلى جزئية الـ globalization. وهذا، الحقيقة، الذي
+
+72
+00:04:57,780 --> 00:05:02,600
+كنتُ أتحدث فيه قبل أن ندخل على النظام أو الـ system
+
+73
+00:05:02,600 --> 00:05:04,860
+الذي نريد أن نتكلم عنه، أو الـ two systems اللذين حكينا
+
+74
+00:05:04,860 --> 00:05:08,300
+عنهما، نريد أن نحكي عنهما اليوم، وهما الـ evolutionary
+
+75
+00:05:08,300 --> 00:05:13,120
+neural network و fuzzy evolutionary system. فإذا
+
+76
+00:05:13,120 --> 00:05:16,120
+نوضح، الـ genetic algorithm الذي خاص بالـ evolution،
+
+77
+00:05:16,120 --> 00:05:20,900
+سنستخدمه مع neural network، والـ fuzzy سنستخدمه مع
+
+78
+00:05:20,900 --> 00:05:24,880
+الـ genetic algorithm، بحيث أن نستخدم ميزة الـ
+
+79
+00:05:24,880 --> 00:05:28,280
+genetic algorithm في جزئية الـ globalization، أو أنّه
+
+80
+00:05:28,280 --> 00:05:33,720
+ممكن نجيب حلول مثلى، الحلول المثلى. كويس، نبدأ
+
+81
+00:05:33,720 --> 00:05:37,080
+بالحديث عن التقنية الأولى، والتي هي خاصة بالـ
+
+82
+00:05:37,080 --> 00:05:41,440
+fuzzy، عفواً، الـ neural مع الـ genetic algorithm. الـ
+
+83
+00:05:41,440 --> 00:05:45,970
+neural مع الـ genetic algorithm. هذا يقودنا إلى أنّه، مادام
+
+84
+00:05:45,970 --> 00:05:50,830
+الـ genetic algorithm هو يعطيني globalization، بمعنى
+
+85
+00:05:50,830 --> 00:05:54,450
+أنه يشرح لي أو يقدر يصل إلى الـ optimal solution لـ
+
+86
+00:05:54,450 --> 00:05:58,330
+global. وهنا كلمة global، نريد أن نكون عارفين أنه إذا
+
+87
+00:05:58,330 --> 00:06:03,890
+وُجِدَ حل لأي function، أي معادلة، قد يكون فيها أكثر من
+
+88
+00:06:03,890 --> 00:06:08,510
+حل، هذه الحلول، ليس مقبولاً أن نختار أكثر
+
+89
+00:06:08,510 --> 00:06:12,840
+من واحد منها ونقول عليه هو الحل النهائي. عادةً، نريد
+
+90
+00:06:12,840 --> 00:06:16,240
+أن نرى: هل أنا أبحث عن maximum أم عن minimum؟ إذا
+
+91
+00:06:16,240 --> 00:06:20,360
+دعمنا الـ maximization، معنى ذلك أنني يهمني أكبر
+
+92
+00:06:20,360 --> 00:06:24,200
+قيمة مطلقة، مطلقة، معناته global، نقول عليها
+
+93
+00:06:24,200 --> 00:06:28,040
+global، لكن أكبر قيمة بالنسبة لما حواليها، هذه
+
+94
+00:06:28,040 --> 00:06:32,040
+نسميها local. فـ local optimal، يعني هنا هذه نسميها
+
+95
+00:06:32,040 --> 00:06:37,950
+local maximum، وهذه global maximum. في المقابل، هنا
+
+96
+00:06:37,950 --> 00:06:42,810
+سنجي نقول هذه global minimum، وهذه local minimum.
+
+97
+00:06:42,810 --> 00:06:48,170
+كويس. الآن، لما نتكلم عن neural network، فيها
+
+98
+00:06:48,170 --> 00:06:51,310
+هذا العيب، للأمانة، يعني هذا العيب، فيها إشكالية لما
+
+99
+00:06:51,310 --> 00:06:57,250
+نتكلم عن الـ back propagation، وهي فعلياً الـ
+
+100
+00:06:57,250 --> 00:06:59,890
+knowledge، أو هي فعلياً الـ algorithm الذي نحن
+
+101
+00:06:59,890 --> 00:07:04,850
+نستخدمه في عملية الـ learning، في عملية التعلم، أني
+
+102
+00:07:04,850 --> 00:07:08,890
+أُدرّب الشبكة هذه، ما زالت لا تضمن لي الـ optimal
+
+103
+00:07:08,890 --> 00:07:13,010
+solution. حقيقة، ليش؟ لأنني أعمل مجموعة a box،
+
+104
+00:07:13,010 --> 00:07:15,470
+متذكرين كلمة a box؟ فمعنى ذلك، ترجعون برده
+
+105
+00:07:15,470 --> 00:07:20,520
+إلى محاضرة الـ supervised neural network عشان تشوفوا
+
+106
+00:07:20,520 --> 00:07:24,720
+أبوَك، أتكلّم عن مجموعة iterations داخل الـ one epoch،
+
+107
+00:07:24,720 --> 00:07:28,220
+بمعنى أن كل iteration هي المفروض لها sample من الـ
+
+108
+00:07:28,220 --> 00:07:30,880
+samples أو من الـ data التي موجودة عندي. لما تُخلَص
+
+109
+00:07:30,880 --> 00:07:34,360
+كل الـ data، نسميها one epoch، دورة كاملة أو لفة
+
+110
+00:07:34,360 --> 00:07:38,640
+كاملة استخدمناها. فندرس عدد اللفات التي نريد أن نمرّ
+
+111
+00:07:38,640 --> 00:07:43,640
+فيها على الـ... الـ data بتاعتنا، الـ data set، نسميها
+
+112
+00:07:43,640 --> 00:07:47,870
+epoch. فكان، الحقيقة، عندي مشكلة أنّه لما بيصير
+
+113
+00:07:47,870 --> 00:07:51,810
+conversions، الـ conversions هذا بيروح لـ sub optimal
+
+114
+00:07:51,810 --> 00:07:55,570
+weights، بمعنى أن الـ weights هذه ليست بالضرورة هي الـ
+
+115
+00:07:55,570 --> 00:08:00,930
+optimal الحقيقية، أو الـ optimal value الأفضل بشكل
+
+116
+00:08:00,930 --> 00:08:04,390
+مطلق. لأ، هي ليست بالضرورة أن تكون بشكل مطلق، ولكن هي
+
+117
+00:08:04,390 --> 00:08:10,030
+وصلتني إلى tolerance مقبولة، بس مش أكثر من هي. لكن
+
+118
+00:08:10,030 --> 00:08:13,510
+هي الـ optimal، لأ، ليس بالضرورة أن تكون هي optimal. حتى
+
+119
+00:08:13,510 --> 00:08:17,990
+الطرق التي تُستخدم فيها، مثل الـ gradient descent method، و مثل
+
+120
+00:08:17,990 --> 00:08:22,870
+أحياناً الـ Newton method لإيجاد الـ optimal solution،
+
+121
+00:08:22,870 --> 00:08:25,910
+ليست بالضرورة أن تُوصلني فعلياً دائماً إلى الـ optimal
+
+122
+00:08:25,910 --> 00:08:28,270
+هذه. ليست بالضرورة إلى الـ optimal، لأنني أتكلّم في
+
+123
+00:08:28,270 --> 00:08:32,790
+النهاية عن multi dimension. لما نريد أن نتخيل أن كل
+
+124
+00:08:32,790 --> 00:08:35,270
+weight من الـ weights كلهم على بعض، هذه
+
+125
+00:08:35,270 --> 00:08:37,270
+dimension  لِحَالها، معنى ذلك أنني أتكلّم عن
+
+126
+00:08:37,270 --> 00:08:40,810
+dimensionality عالية جداً... dimensionality العالية
+
+127
+00:08:40,810 --> 00:08:44,390
+جداً، هذا سيكون في عندي multi objective، فأنا أريد
+
+128
+00:08:44,390 --> 00:08:50,930
+أن أجيب، و non linear، أريد أن أجيب كذا optimal solution لـ
+
+129
+00:08:50,930 --> 00:08:55,610
+W1، ولـ W2، ولـ W3، ولـ W4. تخيّل كثيراً، ممكن يكون عدد الـ
+
+130
+00:08:55,610 --> 00:09:00,650
+W كل هذه، يريد أن يجيب الأمثل والأفضل لهم. ليس دائماً
+
+131
+00:09:00,650 --> 00:09:03,910
+الطرق التقليدية التي تُستخدم مع neural network، كـ
+
+132
+00:09:03,910 --> 00:09:07,850
+algorithm للـ optimization... للـ optimization تُظبِط
+
+133
+00:09:07,850 --> 00:09:12,110
+معنا. فكنا نستخدم، مثلاً، جزئية الـ... في عملية
+
+134
+00:09:12,110 --> 00:09:15,650
+الـ optimization، كنا نستخدم الـ derivative، الـ first
+
+135
+00:09:15,650 --> 00:09:18,830
+derivative، تمام؟ فالـ first derivative، لم يكن كثيراً
+
+136
+00:09:18,830 --> 00:09:22,250
+يُعطيني الحلول الممكنة. متذكرين الـ first derivative
+
+137
+00:09:22,250 --> 00:09:27,670
+لما كنا نعملها للـ function؟ الـ function التي هي
+
+138
+00:09:27,670 --> 00:09:30,250
+إيش؟ الـ activation function. فلم تكن دائماً تعطيني
+
+139
+00:09:30,250 --> 00:09:34,410
+الـ optimal solution بشكل كامل، عشان نرجع نستخدمها
+
+140
+00:09:34,410 --> 00:09:40,110
+في إيجاد Delta W وإضافتها لـ W جديدة. فهذه المشكلة
+
+141
+00:09:40,110 --> 00:09:46,250
+الحقيقة، نستطيع قليلاً أن نعدّلها أو نحسّنها من خلال الـ
+
+142
+00:09:46,250 --> 00:09:48,670
+genetic algorithm، من خلال الـ genetic algorithm.
+
+143
+00:09:48,670 --> 00:09:54,110
+فهذا الذي سنُكلّم عنه. هذه كأول مشكلة، لمن؟
+
+144
+00:09:54,110 --> 00:09:57,310
+لـ Neural Network، عشان نحسّنها باستخدام الـ Genetic
+
+145
+00:09:57,310 --> 00:09:59,610
+Algorithm. في مشكلة ثانية، أيضاً، فارقة، في الـ
+
+146
+00:09:59,610 --> 00:10:01,690
+Neural Network، في الـ Neural Network هذه، وهي
+
+147
+00:10:01,690 --> 00:10:04,770
+الـ topology نفسها، الـ Optimal Topology. إيش يعني
+
+148
+00:10:04,770 --> 00:10:08,710
+الـ Optimal Topology؟ يعني لو أنا، مثلاً، عندي الـ...
+
+149
+00:10:08,710 --> 00:10:11,450
+الـ size تبع الـ input، أنا أعرفه، نحن نعرف size الـ
+
+150
+00:10:11,450 --> 00:10:14,190
+input، ليش؟ نعرف، تكون size الـ input، وكويس أنّه
+
+151
+00:10:14,190 --> 00:10:17,010
+نتكلم في هذا الموضوع، على أساس أن لو تريد أن تعمل design لـ
+
+152
+00:10:17,010 --> 00:10:20,890
+neural network topology، كيف تعملها أنت؟ يكون، مثلاً،
+
+153
+00:10:20,890 --> 00:10:25,590
+عندك الـ dimensions، نفترض ثلاثة، بمعنى أن المميزات
+
+154
+00:10:25,590 --> 00:10:31,600
+فرضاً ثلاثة، للـ objects، يعني عدد الـ features، خلّينا
+
+155
+00:10:31,600 --> 00:10:36,980
+مثلاً نقول أنني أريد أن أعمل نظام بكاميرا، ويميز لي
+
+156
+00:10:36,980 --> 00:10:40,880
+الألوان، ألوان الـ glam هذه، مثلاً، هذه الألوان، حاول
+
+157
+00:10:40,880 --> 00:10:45,080
+أنّه، والله، الـ glam هذه، كل لون من الألوان هذه من
+
+158
+00:10:45,080 --> 00:10:47,860
+خلال الكاميرا، أقدر أحلّله إلى الألوان الأساسية
+
+159
+00:10:47,860 --> 00:10:52,380
+الثلاثة التابعة له، الأحمر، والأزرق، والأخضر، تمام؟ والـ
+
+160
+00:10:52,380 --> 00:10:54,560
+components التابعة لكل واحدة منها، بمعنى أنني في
+
+161
+00:10:54,560 --> 00:10:58,720
+عندي ثلاث قراءات لكل لون، ثلاث قراءات لكل لون. الثلاث
+
+162
+00:10:58,720 --> 00:11:03,020
+قراءات كلّها هذه، تُسمّى features للون الواحد، يعني
+
+163
+00:11:03,020 --> 00:11:08,260
+معنى ذلك أن عدد الـ inputs المتوقع هي ثلاثة inputs،
+
+164
+00:11:08,260 --> 00:11:14,060
+أولاً، إيش الرقم للمكوّن الأحمر؟ المكوّن الأحمر، جديش
+
+165
+00:11:14,060 --> 00:11:18,220
+قيمته؟ الـ input الثاني، نفترض هذا الـ red، الـ input
+
+166
+00:11:18,220 --> 00:11:24,900
+الثاني، للأزرق، مثلاً blue، فجديش مكوّن الأزرق؟ والآخر أو
+
+167
+00:11:24,900 --> 00:11:29,840
+الأخير، هو للـ green أو الأخضر. كل الألوان، نستطيع
+
+168
+00:11:29,840 --> 00:11:34,920
+نُمثلها بقيم مختلفة من هذه الألوان الأساسية الثلاثة.
+
+169
+00:11:34,920 --> 00:11:38,740
+تمام؟ فإذا، مبدئياً، عدد الـ features التي أنا أحتاجها
+
+170
+00:11:38,740 --> 00:11:43,640
+لتَمْييز الأشياء، كويس، واضح أنه سيكون هو عدد الـ
+
+171
+00:11:43,640 --> 00:11:47,940
+nodes في الـ input، في الـ input، أو الـ neurons بتاعت
+
+172
+00:11:47,940 --> 00:11:51,700
+الـ input. جيد جداً. طيب، الـ output، هل أستطيع أن أصممه بشكل
+
+173
+00:11:51,700 --> 00:11:55,040
+سريع؟ آه، الـ output، بكل بساطة، جديش عدد الـ classes
+
+174
+00:11:55,04
+
+223
+00:15:40,400 --> 00:15:45,420
+algorithm لتحسين الـ neural network للـ neural
+
+224
+00:15:45,420 --> 00:15:48,900
+network  هتشوف كيف الكلام هذا الكلام هذا بكل بساطة
+
+225
+00:15:48,900 --> 00:15:51,880
+هي neural network واضحة أمامنا في الشكل
+
+226
+00:16:09,660 --> 00:16:14,620
+أول شغلة بتنعمل أن احنا بنرقم الـ nodes هذه بنرقم
+
+227
+00:16:15,290 --> 00:16:18,430
+مجموعة الـ nodes، واحد، اثنين، ثلاثة، أربعة، خمسة، بغض
+
+228
+00:16:18,430 --> 00:16:21,090
+النظر هم كلهم في نفس الـ layer  أم مختلف الـ layers
+
+229
+00:16:21,090 --> 00:16:25,510
+تبعتهم، ولكن نعطيهم أرقام للترتيب، عشان بعد هيك نعمل
+
+230
+00:16:25,510 --> 00:16:31,460
+matrix للـ weights بينهم، فهنقول واحد لـ
+
+231
+00:16:31,460 --> 00:16:35,240
+ثمانية، اللي هي من واحد لـ ثمانية، واحد، اثنين، ثلاثة،
+
+232
+00:16:35,240 --> 00:16:40,300
+أربعة، خمسة، ستة، سبعة، ثمانية، لواحد، لثمانية، وهنقول من
+
+233
+00:16:40,300 --> 00:16:45,840
+واحد لواحد، هل يوجد link فعليا؟ لأ، من اثنين لواحد،
+
+234
+00:16:45,840 --> 00:16:49,180
+برضه لأ، ثلاثة لواحد، لأ، أربعة لواحد، لأ، ما فيش أي
+
+235
+00:16:49,180 --> 00:16:57,310
+link راجع لواحد، فإذن كله بالنسبة لـ neuron 1
+
+236
+00:16:57,310 --> 00:17:01,670
+ما فيش شيء، طيب بالنسبة لـ neuron 2، برضه neuron...
+
+237
+00:17:01,670 --> 00:17:04,810
+neuron 2 ما فيش... ما فيش شيء لـ neuron 2، neuron 3
+
+238
+00:17:04,810 --> 00:17:07,310
+برضه ما فيش شيء، لأن كلهم في الـ input وما فيش
+
+239
+00:17:07,310 --> 00:17:12,030
+feedback، فهتلاقيهم كلهم zeros، ما فيش شيء يعطيهم
+
+240
+00:17:12,030 --> 00:17:16,250
+ما فيش أي node بتعطيهم، عشان نشوف قد إيش الـ weight اللي
+
+241
+00:17:16,250 --> 00:17:20,970
+بتعطيه، بتعطيهم، بينما لما نيجي نبدأ نروح لـ 4، هنشهد
+
+242
+00:17:20,970 --> 00:17:26,650
+أن 4 مين بيعطيها؟ بيعطيها واحد، واثنين، وثلاثة، صحيح
+
+243
+00:17:26,650 --> 00:17:30,970
+هاي أربعة بتاخد من واحد، وبتاخد من اثنين، وبتاخد
+
+244
+00:17:30,970 --> 00:17:35,710
+من ثلاثة، قد إيش قيمة الـ weight لكل واحدة بتاخدهم للـ
+
+245
+00:17:35,710 --> 00:17:40,950
+connections تبعتها، للـ synaptic connection الأولى، 0
+
+246
+00:17:40,950 --> 00:17:47,840
+.9 من واحد لأربعة، فهي من واحد لأربعة، من إلى
+
+247
+00:17:47,840 --> 00:17:53,420
+فإذن الـ من هي الـ column، والـ إلى هي الـ row، فإذن صارت من
+
+248
+00:17:53,420 --> 00:17:58,320
+واحد لأربعة 0.9، من اثنين لأربعة minus 0.3، هي من
+
+249
+00:17:58,320 --> 00:18:03,780
+اثنين لأربعة minus 0.3، من ثلاثة لأربعة minus 0.7، و
+
+250
+00:18:03,780 --> 00:18:08,870
+هكذا، طيب من أربعة لأربعة، ما فيش self loop، كويس، من
+
+251
+00:18:08,870 --> 00:18:12,230
+خمسة، ستة، سبعة، ثمانية، ما فيش أي connection
+
+252
+00:18:12,230 --> 00:18:17,070
+لأربعة من هذه الـ nodes، طيب، من واحد، اثنين، ثلاثة،
+
+253
+00:18:17,070 --> 00:18:22,910
+لخمسة، اه فيه، هذه خمسة ماخدة من الثلاثة، كل واحدة
+
+254
+00:18:22,910 --> 00:18:26,430
+قد إيش الـ weight تبعها؟ من قيمة الـ weight  سبعتها، تمام
+
+255
+00:18:26,430 --> 00:18:30,130
+عشان نروح في الآخر لثمانية، ثمانية بتاخد من مين؟
+
+256
+00:18:30,130 --> 00:18:32,390
+بتاخدش لا من واحد ولا من اثنين ولا من ثلاثة، فهنيجي
+
+257
+00:18:32,390 --> 00:18:36,090
+من واحد لثمانية صفر، من اثنين لثمانية صفر، من ثلاثة
+
+258
+00:18:36,090 --> 00:18:40,490
+لثمانية صفر، بينما من أربعة لثمانية minus 0.8، minus
+
+259
+00:18:40,490 --> 00:18:50,100
+0.6، فهي minus 0.6، من خمسة لثمانية 0.1، فهي 0.1، تمام
+
+260
+00:18:50,100 --> 00:18:53,080
+and so on.. and so on.. تمام، هالـ logic هي دي
+
+261
+00:18:53,080 --> 00:18:55,100
+التباريخشة العادية بتاعة مين؟ بتاعة الـ neural
+
+262
+00:18:55,100 --> 00:19:00,220
+network، كيف بقدر أعدل فيها؟ كيف بقدر أعدل فيها،
+
+263
+00:19:00,220 --> 00:19:03,160
+ليش؟ عشان نعمل الـ task الأولى، في two tasks
+
+264
+00:19:03,160 --> 00:19:06,260
+الحقيقة، بتنانش نتكلم عنهم، الـ task الأولى أنه كيف
+
+265
+00:19:06,260 --> 00:19:11,400
+أحسن الـ weights عشان أصل لـ globalization زي ما
+
+266
+00:19:11,400 --> 00:19:16,900
+قلنا، maximum أو minimum، تمام، global، والـ task
+
+267
+00:19:16,900 --> 00:19:20,040
+الثانية، مش هنتكلم عنها الآن، ناخدها حاجة حاجة، اللي
+
+268
+00:19:20,040 --> 00:19:24,000
+هي الـ topology نفسها، قد إيش عدد الـ hidden layers
+
+269
+00:19:24,000 --> 00:19:28,830
+قد إيش عدد الـ neurons في الـ hidden layer، فإذن الآن
+
+270
+00:19:28,830 --> 00:19:31,990
+احنا بنتكلم عن تحسين الـ weights فقط، عملية تحسين الـ
+
+271
+00:19:31,990 --> 00:19:36,610
+weights، فكل اللي بعمله أنه باجي بمسك كل connection
+
+272
+00:19:36,610 --> 00:19:43,190
+أو كل node من الـ inputs  تبعها، الـ inputs تبعها
+
+273
+00:19:43,190 --> 00:19:47,410
+فبعتبرها gene، أيها
+
+274
+00:19:49,750 --> 00:19:57,470
+0.9 - 0.3 - 0.7، شو هذول؟ هذول تبع النوت رقم أربعة، هذول
+
+275
+00:19:57,470 --> 00:20:02,130
+الـ input تبع النوت رقم أربعة، فهي نوت رقم أربعة 0
+
+276
+00:20:02,130 --> 00:20:10,350
+.9 - 0.3 - 0.7، فإذن هذه رقم أربعة، رقم خمسة، النوت تعت
+
+277
+00:20:10,350 --> 00:20:20,900
+رقم خمسة، هي خمسة، minus 0.8، و0.6، و0.3، تمام جدا، رقم
+
+278
+00:20:20,900 --> 00:20:29,900
+ستة، هي ستة، رقم سبعة، رقم ثمانية في الآخر، تمام، فهي
+
+279
+00:20:29,900 --> 00:20:36,300
+الأرقام بتاعتنا، فهنلاقي أن هذا هيك block يعتبر خاص
+
+280
+00:20:36,300 --> 00:20:42,360
+بالنود 4، هذا block خاص بالنود 5، خاص بالنود 6، كل
+
+281
+00:20:42,360 --> 00:20:45,520
+واحدة منهم ثلاثة، ليش ثلاثة؟ حسب عدد الـ inputs تبع
+
+282
+00:20:45,520 --> 00:20:49,740
+كل node، بينما هنلاقي عند 4، هنلاقي أنه عند 8، عفوا، هنلاقي
+
+283
+00:20:49,740 --> 00:20:53,520
+أنه فيه أربعة، لأنه فعلا عدد الـ inputs تبعه أربعة
+
+284
+00:20:53,520 --> 00:21:00,540
+هاي اللي هم minus 0.6، 0.1، minus 0.2، و0.9، هاي
+
+285
+00:21:00,540 --> 00:21:04,780
+نفس القيم، بنرتبهم هنا الآن، هذا صار إيش؟ chromosome
+
+286
+00:21:04,780 --> 00:21:08,620
+هذا الآن chromosome، نتعامل معاه تماما كأنه
+
+287
+00:21:08,620 --> 00:21:14,000
+chromosome، بمعنى أنه مبدئيا رتبنا بهذا الشكل
+
+288
+00:21:14,000 --> 00:21:19,220
+وحددنا قد إيش طول الـ length للـ chromosome، فقلنا
+
+289
+00:21:19,220 --> 00:21:22,840
+الآن هي في عندي واحد، اثنين، ثلاثة، أربعة، في حقيقة 16
+
+290
+00:21:22,840 --> 00:21:32,800
+مش هيك، اه مظبوط هيك، 16 قيمة لكل chromosome، ممكن ننشأ
+
+291
+00:21:32,800 --> 00:21:38,140
+كمان chromosome آخر randomly، بقيم مختلفة، بقيم مختلفة، و
+
+292
+00:21:38,140 --> 00:21:41,700
+كمان chromosome ثالث، ورابع، وخامس، وسادس، لإمتى؟ لما
+
+293
+00:21:41,700 --> 00:21:45,600
+نحدد الـ population.. الـ population تبع الـ
+
+294
+00:21:45,600 --> 00:21:48,600
+generation تبعنا، قد إيش عدد الـ chromosomes في كل
+
+295
+00:21:48,600 --> 00:21:52,360
+generation، فبيقول والله هنا حددنا الـ number of
+
+296
+00:21:52,360 --> 00:21:57,240
+population، فبنكون حددناها، عشان نكون أنشأنا أول خطوة
+
+297
+00:21:57,240 --> 00:22:00,640
+من الخطوات، بعد هيك إيش بنسوي؟ خلاص، عملية crossover
+
+298
+00:22:00,640 --> 00:22:05,740
+يعني بنكمل كل الـ operations المطلوبة، فالشغل الأهم
+
+299
+00:22:05,740 --> 00:22:11,140
+الآن عشان فعلا نجري كل هذه الـ operations بتاعتنا
+
+300
+00:22:11,140 --> 00:22:16,280
+أني أحدد الـ fitness، إيش الـ fitness تبعك؟ طيب خد
+
+301
+00:22:16,280 --> 00:22:19,740
+بالك أن احنا الـ neural network اللي اشتغلنا عنها
+
+302
+00:22:19,740 --> 00:22:25,400
+اشتغلنا فيها جزئيتنا، وبدنا نحسن باستخدام الـ
+
+303
+00:22:25,400 --> 00:22:29,100
+genetic algorithm، هي بتستخدم supervised learning،
+
+304
+00:22:29,100 --> 00:22:32,000
+إيش يعني supervised learning؟ يعني أنا عارف إيش الـ
+
+305
+00:22:32,000 --> 00:22:36,600
+output، احنا عارفين مبدئيا أن الـ node رقم واحد
+
+306
+00:22:36,600 --> 00:22:40,180
+class A، هذه في الشبكة الافتراضية اللي افترضناها
+
+307
+00:22:40,180 --> 00:22:44,580
+هنا في بداية المحاضرة، أن هذه مثلا اللون الأسود، للون
+
+308
+00:22:44,580 --> 00:22:49,520
+الأسود، فبعطي قد إيش لازم يكون هنا، عشان أقول أن هذا
+
+309
+00:22:49,520 --> 00:22:55,920
+لون أسود، فهذا لازم يكون 1000، إذا دخلنا مين؟ دخلنا
+
+310
+00:22:55,920 --> 00:23:02,120
+هنا قيم الألوان السوداء، فلازم تكون 1000، طيب أما إذا
+
+311
+00:23:02,120 --> 00:23:07,090
+دخلنا الأحمر مثلا، إيش القيم، الثلاث قيم الأساسية
+
+312
+00:23:07,090 --> 00:23:12,150
+للون الأحمر؟ بمجرد ما تشوف عدة ألوان حمراء، samples
+
+313
+00:23:12,150 --> 00:23:16,170
+كل sample خاصة باللون الأحمر بتدخله هنا، لازم الـ
+
+314
+00:23:16,170 --> 00:23:22,090
+output هنا يكون صفر، واحد، صفر، صفر، على اعتبار أنه الـ
+
+315
+00:23:22,090 --> 00:23:26,630
+node الثاني هنقول خاصة باللون الأحمر، يعني أنا في كل
+
+316
+00:23:26,630 --> 00:23:30,270
+input عارف إيش لازم يطلع output، كل الـ inputs
+
+317
+00:23:30,270 --> 00:23:33,870
+للألوان، السامبرة، الأسود، بالأصفر، بالدرجات تبعته
+
+318
+00:23:33,870 --> 00:23:37,910
+للأسود، هذا كلها المفروض أن هنا الـ node الأولى تكون
+
+319
+00:23:37,910 --> 00:23:41,410
+واحد، والباقي zero، يعني أنا عارف الـ output، عارف الـ
+
+320
+00:23:41,410 --> 00:23:43,770
+layer بتاعة الـ output، إيش لازم يطلع فيها، كويس
+
+321
+00:23:43,770 --> 00:23:47,970
+ممتاز جدا، فإذن مدام أنا عارف، صرت supervised، ومدام
+
+322
+00:23:47,970 --> 00:23:52,330
+أنا عارف، بقدر أحسب بكل بساطة الـ error، وهذا هو الـ
+
+323
+00:23:52,330 --> 00:23:56,270
+fitness تبعنا، طيب بناخد بالنا أنه بنشمع، بناخد الـ
+
+324
+00:23:56,270 --> 00:24:01,090
+sum of squared errors، ليش بعمل squared errors؟ لأنه
+
+325
+00:24:01,090 --> 00:24:03,990
+الـ error ممكن يكون موجب، وممكن يكون سالب، فلأ، أنا
+
+326
+00:24:03,990 --> 00:24:08,370
+بدي كقيمة error، الـ absolute تبعه، أو الـ... الـ... الـ
+
+327
+00:24:08,370 --> 00:24:13,590
+square تبعته، فإذن هنا هنشوف هذا المفروض لو دخلنا
+
+328
+00:24:13,590 --> 00:24:20,270
+هنا اللون الأسود، black، فرضا، same، لازم هنا يطلع واحد
+
+329
+00:24:20,270 --> 00:24:28,110
+صفر، صفر، صفر، فإذن هنا في عندي error أول، وهنا error
+
+330
+00:24:28,110 --> 00:24:34,520
+ثاني، هنا error ثالث، وهنا error رابع، صح؟ أكيد، هذه مش
+
+331
+00:24:34,520 --> 00:24:37,400
+بالضرورة كلهم يطلعوا صح بالظبط، هذه ممكن يكون فيها
+
+332
+00:24:37,400 --> 00:24:41,240
+error، وهذول لأ، هذه error، هذه error، في الغالب هيكون
+
+333
+00:24:41,240 --> 00:24:44,960
+كلهم فيهم error، ولكن بتفاوت قد إيش قيمة الـ error، فـ قد إيش
+
+334
+00:24:44,960 --> 00:24:48,480
+الـ error هنا تربيع، زي الـ error تربيع، زي الـ error
+
+335
+00:24:48,480 --> 00:24:52,180
+تربيع، زي الـ error تربيع، تمام، عشان نكون أخدنا
+
+336
+00:24:52,180 --> 00:24:57,780
+squared error للمجموعة، لمجموعة، فبقول أنه هيك هذا
+
+337
+00:24:57,780 --> 00:25:04,470
+الـ error حتى الآن، تمام جدا الكلام هذا، بنجرّبه للأحمر
+
+338
+00:25:04,470 --> 00:25:10,070
+وبجمع قيمة الـ error للأحمر، الأزرق، وبجمع قيمة الـ
+
+339
+00:25:10,070 --> 00:25:13,950
+error للأزرق، الأخضر، وبجمع قيمة الـ error للأخضر، و
+
+340
+00:25:13,950 --> 00:25:19,990
+بنجمع الـ errors الكاملة للـ weights الحالية، إيه
+
+341
+00:25:19,990 --> 00:25:22,830
+الـ weights الحالية اللي خاصة بالـ chromosome، لأن
+
+342
+00:25:22,830 --> 00:25:27,650
+الـ chromosome، كل chromosome هو يمثل الـ weights، خلصنا، بكون
+
+343
+00:25:27,650 --> 00:25:31,910
+عملت evaluation، هيك لمين؟ للـ chromosome بالـ weights
+
+344
+00:25:31,910 --> 00:25:36,750
+تبعته، عشان أروح أختار chromosome آخر، وأقيم نفس
+
+345
+00:25:36,750 --> 00:25:39,750
+التقييم، ونشوف الـ error هنا، والـ error هنا، والـ
+
+346
+00:25:39,750 --> 00:25:42,490
+error في الثالث، والرابع، والخامس، فبنكون عملنا
+
+347
+00:25:42,490 --> 00:25:46,110
+evaluation لمين؟ لكل الـ chromosomes اللي موجودة
+
+348
+00:25:46,110 --> 00:25:50,350
+عندنا، جميع الـ chromosomes بتكون صارت موجودة عندنا
+
+349
+00:25:50,350 --> 00:25:55,070
+فالفكرة المؤكدة عليها هنا في الـ slide، الـ genetic
+
+350
+00:25:55,070 --> 00:26:00,190
+algorithm attempts to find a set of weights، ليش؟
+
+351
+00:26:00,190 --> 00:26:04,770
+that minimizes the sum of squared errors، اللي
+
+352
+00:26:04,770 --> 00:26:10,410
+بتقلل أقصى ما يمكن الـ error، أو الـ total error،
+
+353
+00:26:10,410 --> 00:26:14,670
+اللي هو sum of squared errors، اللي هي مجموعة هذه
+
+354
+00:26:14,670 --> 00:26:19,980
+التربيعات، الـ errors تبعنا، تمام، فإذن هاي الـ fitness
+
+355
+00:26:19,980 --> 00:26:23,720
+خلصناها، هاي الـ fitness خلصناها، الخطوة الثالثة هي
+
+356
+00:26:23,720 --> 00:26:27,120
+خلاص، الـ genetic operators، مين الـ operators تبعنا؟
+
+357
+00:26:27,120 --> 00:26:30,880
+زي ما قلنا، crossover وmutation، بهيأ لي crossover
+
+358
+00:26:30,880 --> 00:26:33,760
+مش فيها كتير مشكلة، كل اللي بنعمله أن احنا بنغير
+
+359
+00:26:33,760 --> 00:26:38,940
+بنحدد بالظبط وين بدنا نعمل crossover، عشان ناخد
+
+360
+00:26:38,940 --> 00:26:42,800
+الجزء الأول من الأولى مع الثاني من الثانية، ثم
+
+361
+00:26:42,800 --> 00:26:47,580
+الجزء الثاني من الأولى مع الجزء الأول من الثانية،
+
+362
+00:26:47,580 --> 00:26:52,910
+تمام، ما كانش فيها شيء كتير مشكلة، هنا بنفس الطريقة
+
+363
+00:26:52,910 --> 00:26:56,970
+اللي روحنا اشتغلناها، متذكرين الـ roulette، وعملية
+
+364
+00:26:56,970 --> 00:27:01,550
+الـ selection، وبحدد النسب عشان نعرف الـ probability
+
+365
+00:27:01,550 --> 00:27:04,490
+لكل واحد منهم، وبنختار قد إيش القيمة من خلال الـ
+
+366
+00:27:04,490 --> 00:27:07,210
+roulette، كتير كويس، ترجع للـ genetic algorithm، لأنه
+
+367
+00:27:07,210 --> 00:27:09,530
+الآن أصبحت المشكلة، بطلت neural network، صارت
+
+368
+00:27:09,530 --> 00:27:12,630
+genetic algorithm، فنفس الـ process تبع الـ genetic
+
+369
+00:27:12,630 --> 00:27:16,190
+algorithm، واللي موجودة في محاضرتنا السابقة، إن شاء
+
+370
+00:27:16,190 --> 00:27:19,660
+الله، تمام، الـ mutation، كل اللي بنعمله أن احنا بنغير
+
+371
+00:27:19,660 --> 00:27:25,540
+بشكل random، بقيمة صغيرة، بقيمة صغيرة جدا، اللي هو
+
+372
+00:27:25,540 --> 00:27:29,520
+عملية أن ممكن نضرب الـ term اللي موجود بقيمة من
+
+373
+00:27:29,520 --> 00:27:32,940
+minus one to one، بمعنى أنه fractions، بقيم
+
+374
+00:27:32,940 --> 00:27:37,400
+fractions، لأي gene ممكن نسميه، من الـ genes اللي
+
+375
+00:27:37,400 --> 00:27:41,740
+موجودة، أو من القيم اللي موجودة، وخلاص، بهذا الشكل
+
+376
+00:27:41,740 --> 00:27:46,360
+بنكون عملنا عملية mutation، فإذن هتشوف على الشكل
+
+377
+00:27:47,840 --> 00:27:50,520
+اللي موجودة عندنا، كيف بتتم هذا الموضوع، الحقيقة
+
+378
+00:27:50,520 --> 00:27:55,560
+بتتم من خلال أن هي neural network، وهي الـ
+
+379
+00:27:55,560 --> 00:28:00,950
+chromosome تبعها، فتوزيع الـ weights يمثل الـ chromosome
+
+380
+00:28:00,950 --> 00:28:04,370
+اللي على الشمال اللي احنا شايفينه، تمام، بالنسبة للـ
+
+381
+00:28:04,370 --> 00:28:09,450
+neural الثانية، كـ topology هو هو، لكن بيختلف مجموعة
+
+382
+00:28:09,450 --> 00:28:13,610
+الـ weights بتاعتنا، فبيصير في عندي chromosome آخر، هذه
+
+383
+00:28:13,610 --> 00:28:17,470
+حالة هذا chromosome، وهذه حالة هذا chromosome، chromosome-ين
+
+384
+00:28:17,470 --> 00:28:21,950
+هذول، بنيجي بنعمل معاهم، منهم crossover، بمعنى أنّه
+
+385
+00:28:21,950 --> 00:28:30,130
+ببدل من الـ nodes، بنبدل الـ nodes، فهنا هناخد للـ child
+
+386
+00:28:30,130 --> 00:28:35,350
+number one، for example، الـ weights تبع الـ node
+
+387
+00:28:35,350 --> 00:28:38
+
+445
+00:33:04,890 --> 00:33:08,950
+اتحافظ على القيم مقبولة فخلينا نقول هنا مثلا
+
+446
+00:33:08,950 --> 00:33:12,670
+القيمة اللي بدنا نفترضها من minus one to one هي 0
+
+447
+00:33:12,670 --> 00:33:21,090
+.5 نص فهنا هنطرح نص ونجمع نص هيترحنا نص من ال 0.4
+
+448
+00:33:21,090 --> 00:33:27,310
+فصارت minus 0.1 وجمعنا نص على minus 0.3 فصارت 0.2
+
+449
+00:33:28,280 --> 00:33:33,060
+فهذه صارت طفرة صار بهذا الشكل ال .. الناتج بعد
+
+450
+00:33:33,060 --> 00:33:35,800
+عملية ال mutation الناتج بعد عملية ال mutation
+
+451
+00:33:35,800 --> 00:33:39,480
+صارت هذه الشبكة أو هذا هو the neural network اللي بدنا
+
+452
+00:33:39,480 --> 00:33:43,120
+نجربها ندخل مجموعة ال inputs و نضرب في مجموعة ال
+
+453
+00:33:43,120 --> 00:33:46,780
+weights و نجمع و نشوف ال output طب جدش فيه error؟
+
+454
+00:33:46,780 --> 00:33:48,880
+طب ال sample التاني أو الثالثة الرابعة عشان نخلص
+
+455
+00:33:48,880 --> 00:33:52,440
+كل ال samples اللي في ال dataset بتاعتنا و نجمع
+
+456
+00:33:52,440 --> 00:33:57,460
+مجموعة ال errors و نقول هذا كويس أو مش كويس and so
+
+457
+00:33:57,460 --> 00:34:03,470
+on طبعا، and so on الآن، can GA أو genetic algorithms
+
+458
+00:34:03,470 --> 00:34:08,790
+help us to select the network architecture أو
+
+459
+00:34:08,790 --> 00:34:13,730
+topology؟ اه بنقدر، الحقيقة بدل ما نطول فيها كتير لكن
+
+460
+00:34:13,730 --> 00:34:20,350
+خلينا نقول أنه بكل بساطة بنقدر يعني الفكرة البسيطة
+
+461
+00:34:20,350 --> 00:34:24,010
+فيها أن أحنا نفترض أن في عندي عدد كبير من ال
+
+462
+00:34:24,010 --> 00:34:28,280
+topologies، كويس، العدد الكبير من ال topologies هذه
+
+463
+00:34:28,280 --> 00:34:31,960
+مش بالضروري أن أقعد أعمل شبكات كتيرة، لأ أنا ممكن
+
+464
+00:34:31,960 --> 00:34:35,780
+أفترض شبكة كبيرة و أفترض ال connections هذه موجودة
+
+465
+00:34:35,780 --> 00:34:39,380
+أو لا مش موجودة، أو ال nodes موجودة أو مش موجودة
+
+466
+00:34:39,380 --> 00:34:43,860
+خلينا نشوف كيف أني بعمل encoding لل network
+
+467
+00:34:43,860 --> 00:34:47,320
+architecture، وهذا هو الأهم، أما بعد ذلك عملية ال
+
+468
+00:34:47,320 --> 00:34:50,930
+genetic operators مش مشكلة إطلاقا أن أنت بتعملها
+
+469
+00:34:50,930 --> 00:34:53,070
+زي ال genetic algorithm بالظبط اللي إحنا اتعلمناها
+
+470
+00:34:53,070 --> 00:34:56,910
+سابقا، دائما الفكرة وين؟ في عملية ال encoding، كيف
+
+471
+00:34:56,910 --> 00:35:02,070
+أنا أمثل المشكلة من خلال ال chromosome من خلال ال
+
+472
+00:35:02,070 --> 00:35:04,670
+chromosome، بعد ذلك ما هو أنت خلاص إذا صار عندك ال
+
+473
+00:35:04,670 --> 00:35:07,550
+chromosome، العملية هي هي تاعة ال genetic algorithm
+
+474
+00:35:07,550 --> 00:35:11,880
+بتغيرش فيها حاجة، فإذا كل اللي بنعمله هنا أن ال
+
+475
+00:35:11,880 --> 00:35:16,320
+connection topology لل neural network بنقدر نمثلها
+
+476
+00:35:16,320 --> 00:35:22,200
+باستخدام a squared connectivity matrix من خلال
+
+477
+00:35:22,200 --> 00:35:27,380
+matrix، بحيث أنه نقول ال nodes ك columns و نفس ال
+
+478
+00:35:27,380 --> 00:35:32,140
+nodes ك rows و بنشوف هل في connection between them
+
+479
+00:35:32,140 --> 00:35:34,820
+أو لا، إذا في connection فبنقول عليها واحد، إذا
+
+480
+00:35:34,820 --> 00:35:37,920
+مافيش connection فبنقول عنها صفر، فهذا رقم اتنين
+
+481
+00:35:37,920 --> 00:35:42,930
+الخطوة رقم اتنين، الخطوة رقم تلاتة بنبدأ أن نعمل
+
+482
+00:35:42,930 --> 00:35:47,230
+transform لل connectivity matrix هذه لمن؟ لل
+
+483
+00:35:47,230 --> 00:35:52,370
+الـ chromosome، بحيث أنه نقيم من خلال ال
+
+484
+00:35:52,370 --> 00:35:55,670
+chromosome، هل يوجد connection بين كل node والأخرى
+
+485
+00:35:55,670 --> 00:36:00,090
+أو لا؟ إذا وجدت معناته في خط بينهم، topology
+
+486
+00:36:00,090 --> 00:36:03,330
+موجود، إذا لم توجد معناته topology غير موجود، زي
+
+487
+00:36:03,330 --> 00:36:08,170
+المثال هذا، يكون أكثر وضوحا، واللي ممكن يكون ترجمة
+
+488
+00:36:08,170 --> 00:36:12,590
+أوضح لل slide اللي جاي له، الثلاث خطوات اللي جاي لهم
+
+489
+00:36:12,590 --> 00:36:15,370
+في ال slide اللي جاي له تماما، هيها زي هنا بالظبط
+
+490
+00:36:15,370 --> 00:36:21,830
+أنه هيها neural network تمثل باستخدام matrix، هي ال
+
+491
+00:36:21,830 --> 00:36:24,990
+matrix، squared matrix، squared matrix، ليش؟ لأنه
+
+492
+00:36:24,990 --> 00:36:29,990
+عندي node اتنين تلاتة أربعة خمسة ستة فهتكون ستة في
+
+493
+00:36:29,990 --> 00:36:37,290
+ستة، هتكون بالظبط هي ستة في ستة عشان أقول هل يوجد
+
+494
+00:36:37,290 --> 00:36:43,530
+connection between one to one، two to one، three to
+
+495
+00:36:43,530 --> 00:36:49,810
+one، seven to one، كله zeros معناته ما فيش أي input
+
+496
+00:36:49,810 --> 00:36:55,850
+جاي لمن؟ لواحد، ما فيش أي حاجة عكسية جاية من اتنين
+
+497
+00:36:55,850 --> 00:36:59,810
+أو تلاتة أو أربعة أو خمسة أو ستة راجعة لواحد، فكله
+
+498
+00:36:59,810 --> 00:37:03,130
+zeros، نفس الكلام لمن؟ لاتنين، على اعتبار أن هي في
+
+499
+00:37:03,130 --> 00:37:06,550
+ال layer بتاع ال input وما فيش عندي feedback، أنا
+
+500
+00:37:06,550 --> 00:37:09,090
+ما بتكلمش عن recurrent neural network، لو في
+
+501
+00:37:09,090 --> 00:37:11,490
+recurrent neural network كان الموضوع اختلف، كان
+
+502
+00:37:11,490 --> 00:37:15,320
+الموضوع زي ال Hopfield network، متذكرين ال Hopfield؟ ارجعوا
+
+503
+00:37:15,320 --> 00:37:18,120
+لها برضه لمحاضرات ال unsupervised، هتلاقوا أنه لأ
+
+504
+00:37:18,120 --> 00:37:22,870
+كان في مجال أن يكون فيه feedback، أما هنا لأ، neural
+
+505
+00:37:22,870 --> 00:37:26,070
+supervised، إحنا بنتكلم supervised، ما فيش مجال أنه
+
+506
+00:37:26,070 --> 00:37:28,950
+يكون في عندنا feedback، فهنلاقيهم zeros بالنسبة لل
+
+507
+00:37:28,950 --> 00:37:31,590
+input، بالنسبة للرقم تلاتة، دخلنا هنا في ال hidden
+
+508
+00:37:31,590 --> 00:37:34,710
+layer، في ال hidden layer، وأول node في ال hidden
+
+509
+00:37:34,710 --> 00:37:37,670
+layer رقم تلاتة، فهي رقم تلاتة من مين ماخدة؟ ماخدة
+
+510
+00:37:37,670 --> 00:37:41,330
+من واحد ومن اتنين، فمعناته أن ال topology موجودة
+
+511
+00:37:41,330 --> 00:37:45,350
+هنا ال topology موجودة، فإذا هقول أن تلاتة هتاخد
+
+512
+00:37:45,350 --> 00:37:51,980
+من واحد ومن اتنين، فواحد واحد، والباقية أصفر، كويس
+
+513
+00:37:51,980 --> 00:37:56,160
+أربعة، هقول لأ، هي ماخدة فقط من واحد، ومش ماخدة من
+
+514
+00:37:56,160 --> 00:37:58,840
+اتنين، لحظوا، هي بيانات ال topology، هي ال topology
+
+515
+00:37:58,840 --> 00:38:06,900
+بيانات، يعني كأنه ال node من من اتنين لأربعة zero
+
+516
+00:38:06,900 --> 00:38:12,500
+كأنها zero، يعني أنا فعليا كأني بقول أنه المفروض
+
+517
+00:38:12,500 --> 00:38:17,790
+يكون في connection بس أنا ما بديش إياه، فأنحذف، غيرنا
+
+518
+00:38:17,790 --> 00:38:23,510
+في ال topology، حقيقة، تمام جدا، خمسة، خمسة نفس الكلام
+
+519
+00:38:23,510 --> 00:38:27,350
+لأ، ماخدة من اتنين، مش ماخدة من واحد، بلاش، مش ماخدة
+
+520
+00:38:27,350 --> 00:38:30,890
+من واحد بس، فعليا هقول أن هذا ال topology هو أحسن
+
+521
+00:38:30,890 --> 00:38:34,910
+topology، أعطانا نتائج، فأنا مش ملزم أنه لازم يكون في
+
+522
+00:38:34,910 --> 00:38:39,130
+عندي full connection، صحيح؟ طيب، كمان حاجة ثانية، أنا
+
+523
+00:38:39,130 --> 00:38:43,010
+مش ملزم ألتزم layer by layer، بمعنى أن ال
+
+524
+00:38:43,010 --> 00:38:48,110
+connections between two adjacent layers، بين ال
+
+525
+00:38:48,110 --> 00:38:52,150
+input و ال hidden بس، لأ، ممكن يكون بين ال input و
+
+526
+00:38:52,150 --> 00:38:56,190
+ال second hidden أو ال input و ال output مباشرة، زي
+
+527
+00:38:56,190 --> 00:38:59,230
+لما نيجي نقول رقم ستة، ستة هي ماخدة من تلاتة، okay
+
+528
+00:38:59,230 --> 00:39:02,850
+من أربعة ماشي، من خمسة ماشي، بس ماخدة من اتنين كمان
+
+529
+00:39:02,850 --> 00:39:07,630
+ماخدة من اتنين، قد يكون ال topology هذا، يسري عملية
+
+530
+00:39:07,630 --> 00:39:11,310
+ال learning، يعطينا نتائج أفضل، يعطي convergence
+
+531
+00:39:11,310 --> 00:39:14,590
+مناسبة، إحنا ما كناش واخدين بالنا منها سابقا، فعشان
+
+532
+00:39:14,590 --> 00:39:18,990
+هيك، هذا كيف بتحقق أن أعمل connection بين أي نقطة و
+
+533
+00:39:18,990 --> 00:39:24,390
+لا، أي نقطة من خلال squared matrix، لأن أي نقطة أو
+
+534
+00:39:24,390 --> 00:39:29,950
+أي node ممكن توصل لأي node، خلّي التبرج هي اللي تروح
+
+535
+00:39:29,950 --> 00:39:34,070
+تقول إيش أحسن architecture ممكنة، إيش أحسن
+
+536
+00:39:34,070 --> 00:39:37,830
+architecture ممكنة، فبعد ذلك، بعد ما عملنا هذه
+
+537
+00:39:37,830 --> 00:39:41,190
+الحالة من الحالات هذه، واحدة من الحالات هذه، حالة
+
+538
+00:39:41,190 --> 00:39:45,050
+أولى، يعني كأنني بدي أمثلها الآن ب chromosome كيف؟
+
+539
+00:39:45,050 --> 00:39:50,230
+بدي أمثلها ب chromosome، بجي باخدهم 6 0 كمان 6 0 هي
+
+540
+00:39:50,230 --> 00:39:56,050
+12 0، فهنا بنحط بنصفط ل 12 0، بعدين 1 1، هي one one
+
+541
+00:39:56,050 --> 00:40:01,430
+أربعة zero، هي الأربعة zero، one، خمسة zero، one، خمسة
+
+542
+00:40:01,430 --> 00:40:04,770
+zero، وبعدين تحت فيه كمان zero، بكمل الستة، قبل
+
+543
+00:40:04,770 --> 00:40:11,090
+الواحد، فبنصفتهم row by row، صف صف، بنصفتهم ورا بعض، و
+
+544
+00:40:11,090 --> 00:40:15,570
+بقول هذا هي كعملت encoding لمن؟ عملت encoding للـ
+
+545
+00:40:15,570 --> 00:40:18,950
+topology، قبل شوية، الطريقة اللي قبل هيك خلصناها، و
+
+546
+00:40:18,950 --> 00:40:23,030
+انتهينا منها، وانتهى، وخلصناها، كنا بنعمل لمن؟ لل
+
+547
+00:40:23,030 --> 00:40:26,150
+weights، هل يوجد؟ بنعمل لل topology، لل connections، هل
+
+548
+00:40:26,150 --> 00:40:28,510
+يوجد connections أو لا يوجد connections، فهذا
+
+549
+00:40:28,510 --> 00:40:32,430
+ك chromosome أول، ممكن أروح أغير فيه وأقول chromosome رقم
+
+550
+00:40:32,430 --> 00:40:38,630
+اتنين، تلاتة، أربعة، خمسة، ستة، طيب، لكل chromosome، لكل chromosome
+
+551
+00:40:38,630 --> 00:40:44,090
+هذه، كيف بقدر أعمل عملية ال adaptation بعد هيك؟ كيف
+
+552
+00:40:44,090 --> 00:40:47,790
+بقدر أكمل ال learning؟ حقيقة، بعد ما نعمل هذا
+
+553
+00:40:47,790 --> 00:40:53,190
+الكلام، لاحظوا إيش اللي بده يصير، هذا كله عشان أعمله
+
+554
+00:40:53,190 --> 00:40:57,790
+test، اختبار، إحنا قلنا الاختبار تبعنا ل supervised
+
+555
+00:40:57,790 --> 00:41:01,390
+neural network إيش هو؟ أكيد ال error، فأنا بدي أروح
+
+556
+00:41:01,390 --> 00:41:07,410
+أعمل squared error أو sum of squared errors لمن؟
+
+557
+00:41:08,170 --> 00:41:13,010
+هذا ال chromosome هذا لحاله جوا genetic algorithm
+
+558
+00:41:13,010 --> 00:41:16,890
+كمان لإيش؟ لل weights، الطريقة اللي اتفقنا نتكلم
+
+559
+00:41:16,890 --> 00:41:21,050
+عنها، بمعنى إنه عند الواحد وواحد هدول، طبعا مش
+
+560
+00:41:21,050 --> 00:41:25,500
+هخليها قيمة واحد هنا، هبدأ أحطلها weights، وأشوف
+
+561
+00:41:25,500 --> 00:41:31,100
+أفضل weights ممكنة، لكن طبعا بحاولش أبالغ كتير في
+
+562
+00:41:31,100 --> 00:41:35,080
+ال number of chromosomes داخل ال generation
+
+563
+00:41:35,080 --> 00:41:38,900
+الواحدة، اللي هي number of population، بحاولش أبالغ
+
+564
+00:41:38,900 --> 00:41:43,200
+كتير، لأن الموضوع صار ضخم جدا، كل architecture من
+
+565
+00:41:43,200 --> 00:41:46,180
+هدول، يعني كل chromosome، عملية ال evaluation تبعته
+
+566
+00:41:46,180 --> 00:41:52,340
+هي genetic algorithm لل weights بحد ذاتها، متخيلين
+
+567
+00:41:52,340 --> 00:41:57,480
+الموضوع كيف؟ تمام، بأعمل generation أو بأعمل
+
+568
+00:41:57,480 --> 00:42:02,740
+creation ل chromosome آخر، ل chromosome آخر عشان نعمله test
+
+569
+00:42:02,740 --> 00:42:07,000
+برضه بنفس الطريقة، هو نفسه هيكون عملية ال test
+
+570
+00:42:07,000 --> 00:42:12,260
+تبعته genetic algorithm خاصة بحد ذاتها، خاصة بنفسها
+
+571
+00:42:12,260 --> 00:42:17,740
+لل adaptation لل weights، طيب، ل chromosome اللي وراه، و
+
+572
+00:42:17,740 --> 00:42:22,600
+اللي وراه، واللي وراه، و and so on، طيب، قد تعملوا لكل
+
+573
+00:42:22,600 --> 00:42:25,640
+chromosome بالـ neural عادية، أنك تفترض أن هذه neural
+
+574
+00:42:25,640 --> 00:42:29,580
+network أو تعطيها random values لأماكن ال ones
+
+575
+00:42:29,580 --> 00:42:34,000
+هذه، تمام؟ و تعمل مجموعة a box، وخلاص، وتريح حالك،
+
+576
+00:42:34,000 --> 00:42:37,360
+سابقتها شوف  النهاية نفس الكلام، وممكن في نفس
+
+577
+00:42:37,360 --> 00:42:41,120
+الوجهة هي نفس أصلا، عملية ال training تكون باستخدام
+
+578
+00:42:41,120 --> 00:42:43,520
+ال genetic algorithm، الطريقة اللي شرحناها قبل شوية
+
+579
+00:42:43,520 --> 00:42:48,830
+الطريقة اللي شرحتها قبل شوية، تمام؟ فملاحظين قد ايش حجم
+
+580
+00:42:48,830 --> 00:42:54,730
+الشغل، هذا الشغل هيكون حجم كامل الشغل، تمام؟ فإذا
+
+581
+00:42:54,730 --> 00:42:58,990
+مبدئيا هي ال topology، هي ال topology تبعتنا،
+
+582
+00:42:58,990 --> 00:43:03,430
+تمام؟ عشان نعمل عملية evaluation ويطلع حاجة اسمها
+
+583
+00:43:03,430 --> 00:43:07,240
+ال fitness، ال fitness، ال sheer fitness، ال error
+
+584
+00:43:07,240 --> 00:43:11,880
+ال sum of squared error، فحددناها، لأ، هي topology
+
+585
+00:43:11,880 --> 00:43:15,380
+أولى، ثانية، ثالثة، رابعة، هي ملاحظين الرسم كيف شكله؟
+
+586
+00:43:15,380 --> 00:43:18,760
+كأنه ورا بعضه، لأن هي كل واحدة topology، كل
+
+587
+00:43:18,760 --> 00:43:21,900
+واحدة بدها عملية evaluation بحد ذاتها، عشان بناء
+
+588
+00:43:21,900 --> 00:43:26,420
+على قيمة ال evaluation تبعتها، قيمة ال evaluation
+
+589
+00:43:26,420 --> 00:43:31,640
+تبعتها، نعمل ال roulette، ننشئ ال roulette، متخيلين
+
+590
+00:43:31,640 --> 00:43:35,320
+الموضوع؟ هننشئ ال roulette هذه بناء على قيم ال
+
+591
+00:43:35,320 --> 00:43:37,840
+fitness، بناء على قيم ال fitness، بحيث أنه يكون
+
+592
+00:43:37,840 --> 00:43:43,020
+مجموعهم كله ال one hundred percent، عشان نحددها، و
+
+593
+00:43:43,020 --> 00:43:47,280
+نعمل selection لمن؟ للـ chromosomes اللي
+
+594
+00:43:47,280 --> 00:43:51,540
+مرشحة لل crossover، فبنعمل crossover عشان نبدأ
+
+595
+00:43:51,540 --> 00:43:57,220
+عملية التبديل، من parent، من two parents to two
+
+596
+00:43:57,220 --> 00:44:01,180
+children، child number one، child number two
+
+597
+00:44:01,180 --> 00:44:04,400
+ثم بنعمل عملية mutation، وعملية ال mutation مجرد أن
+
+598
+00:44:04,400 --> 00:44:08,240
+إحنا بس بنغير القيم، إيش يعني بغير القيم؟ يعني
+
+599
+00:44:08,240 --> 00:44:12,640
+بدل ما كانت واحد، ال connection أنه موجود، بخليه صفر،
+
+600
+00:44:12,640 --> 00:44:15,340
+ال connection غير موجود، أو ال connection غير موجود
+
+601
+00:44:15,340 --> 00:44:19,790
+بخليه يصير موجود، نخلّيه موجود، فهذا بعد ذلك بيصير في
+
+602
+00:44:19,790 --> 00:44:24,290
+عندي إيش؟ generation جديدة، ال generation الجديدة
+
+603
+00:44:24,290 --> 00:44:27,590
+بترجع بتحل محل ال generation القديمة، عشان نرجع
+
+604
+00:44:27,590 --> 00:44:30,390
+برضه كل chromosome من هدول يمثل architecture
+
+605
+00:44:30,390 --> 00:44:35,410
+ويمثل architecture واحد، اتنين، تلاتة، هنا مثلا مثلي
+
+606
+00:44:35,410 --> 00:44:37,650
+تلاتة، هو المفروض يكون إيش؟ في عندي واحد، اتنين، تلاتة
+
+607
+00:44:37,650 --> 00:44:41,450
+أربعة، خمسة، ستة، سبعة، for example، لو هنا في عندي سبعة
+
+608
+00:44:41,450 --> 00:44:45,330
+فهيكون في عندي سبعة، عشان نعمل evaluation، ويرجع لل
+
+609
+00:44:45,330 --> 00:44:48,610
+roulette كمان مرة، and so on، وهكذا، فهيك بنكون خلصنا
+
+610
+00:44:48,610 --> 00:44:52,690
+جيل كامل، بدأنا من generation I وروحنا ل
+
+611
+00:44:52,690 --> 00:44:58,110
+generation I plus one، and so on، and so on، فهذه
+
+612
+00:44:58,110 --> 00:45:01,990
+كانت هي طريقتنا اللي كانت خاصة بدمج genetic
+
+613
+00:45:01,990 --> 00:45:07,630
+algorithm مع ال neural network، أو حسنّا ال neural
+
+614
+00:45:07,630 --> 00:45:12,110
+network باستخدام ال genetic algorithm، وبذلك بنكون
+
+615
+00:45:12,110 --> 00:45:16,150
+استخدمناها لنقطتين مهمتين جدا، وهما فعلا مشكلة كبيرة
+
+616
+00:45:16,150 --> 00:45:19,290
+في مين؟ في neural network، ال neural network بضمنش
+
+617
+00:45:19,2
\ No newline at end of file
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/db883M7ZinM_postprocess.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/db883M7ZinM_postprocess.srt
new file mode 100644
index 0000000000000000000000000000000000000000..e197845372e0b9a2e3de4773cef469a1bfa7f401
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/db883M7ZinM_postprocess.srt
@@ -0,0 +1,2572 @@
+1
+00:00:04,930 --> 00:00:06,970
+باسم الله الرحمن الرحيم والصلاة والسلام على أشرف
+
+2
+00:00:06,970 --> 00:00:10,830
+الأنبياء وامر سيدنا محمد وعلاقاله وصحبه أجمعين
+
+3
+00:00:10,830 --> 00:00:14,810
+عزيزي أنا طلبت مساق expert systems أو الذكاء
+
+4
+00:00:14,810 --> 00:00:20,090
+الاصطناعي نكمل الآن في ال chapter الخاص بال hybrid
+
+5
+00:00:20,090 --> 00:00:23,970
+expert systems و اللي تحدثنا فيه من المرة السابقة
+
+6
+00:00:23,970 --> 00:00:29,410
+عن مجموعة ال systems اللي شرحناها و اللي كنا نتكلم
+
+7
+00:00:29,410 --> 00:00:33,180
+فيه عن ال expert system ك rule basedو ال fuzzy ال
+
+8
+00:00:33,180 --> 00:00:36,060
+neural network و ال genetic algorithm قولنا ان في
+
+9
+00:00:36,060 --> 00:00:39,080
+كل واحدة من هذه ال techniques او ال methods هذه
+
+10
+00:00:39,080 --> 00:00:46,080
+فيه لها خصائص جيدة و خصائص قوة و فيه لها عيوب او
+
+11
+00:00:46,080 --> 00:00:50,830
+فيه لها نواقص في بعض الجوانب ك expert systemفكان
+
+12
+00:00:50,830 --> 00:00:55,470
+الهدف من جزئية الـ Hybrid Expert Systems هي فكرة
+
+13
+00:00:55,470 --> 00:00:59,430
+أنه كيف ممكن نعمل أكتر من system في منظومة واحدة
+
+14
+00:00:59,430 --> 00:01:04,370
+بحيث أنه واحد يغطي على عيوب التاني وتحدثنا الحقيقة
+
+15
+00:01:04,370 --> 00:01:09,730
+عن الجدول اللي أمامنا من المرة السابقةوكان واضح
+
+16
+00:01:09,730 --> 00:01:14,550
+جدا ان احنا معنيين بشكل كتير كبير بال fuzzy neural
+
+17
+00:01:14,550 --> 00:01:18,350
+و genetic algorithm مع فكرة ان احنا جداش كيف ممكن
+
+18
+00:01:18,350 --> 00:01:23,330
+نقوى العيوب اللي خاصة بهذه الأنظمة والمرة اللي
+
+19
+00:01:23,330 --> 00:01:26,950
+فاتة تركزنا على ال neural neural network هذه ف
+
+20
+00:01:26,950 --> 00:01:30,870
+neural network حاولنا نشوف ايش العيوب اللي كانت
+
+21
+00:01:30,870 --> 00:01:34,350
+فيها فكان في عندنا عيب في knowledge representation
+
+22
+00:01:34,350 --> 00:01:39,260
+وفي عندهابرضه disadvantage في ال explanation
+
+23
+00:01:39,260 --> 00:01:45,680
+ability وهدي وجدنا ان اللي بيقدر يعوضها المشكلتين
+
+24
+00:01:45,680 --> 00:01:48,620
+هدولة اما ال expert system فكان فينا حاجة اسمها
+
+25
+00:01:48,620 --> 00:01:52,720
+neural expert system اتشرحناها كان عبارة عن ال
+
+26
+00:01:52,720 --> 00:01:57,790
+expert system مع ال neural networkو انشرحت كتير
+
+27
+00:01:57,790 --> 00:02:01,970
+كويس لو ترجعوا للمحاضرة السابقة عشان ت .. تحضروها
+
+28
+00:02:01,970 --> 00:02:05,650
+بعد ذلك أخدنا system تان اللي هو ال .. ال fuzzy
+
+29
+00:02:05,650 --> 00:02:10,550
+neural system كويس فهذه دمجنا ال fuzzy مع ال
+
+30
+00:02:10,550 --> 00:02:15,090
+neural network و برضه أخدنا فكرة أن ال fuzzy ال
+
+31
+00:02:15,090 --> 00:02:18,910
+knowledge ال representation فيها عالية ممتازة
+
+32
+00:02:18,910 --> 00:02:23,520
+فحسننا فيهاdrawback او المشكلة الموجودة في ال
+
+33
+00:02:23,520 --> 00:02:25,820
+neural network نفس الكلام في ال explanation
+
+34
+00:02:25,820 --> 00:02:31,000
+ability عالية جدا قدرة الفاضي فحسننا فيها ال
+
+35
+00:02:31,000 --> 00:02:35,580
+neural network اليوم هنتكلم عن ال evolutionary او
+
+36
+00:02:35,580 --> 00:02:39,860
+ال genetic algorithm فال evolutionary algorithm او
+
+37
+00:02:39,860 --> 00:02:44,340
+ال evolutionary computations بتتكلم في الجزئية هذه
+
+38
+00:02:44,340 --> 00:02:47,300
+ان احنا كيف ممكن نطور ال genetic algorithm او كيف
+
+39
+00:02:47,300 --> 00:02:51,390
+نستخدم ال genetic algorithmفي تطوير ال other
+
+40
+00:02:51,390 --> 00:02:56,450
+systems ففعليا عشان نكون واضحين اليوم هنتكلم عن ال
+
+41
+00:02:56,450 --> 00:02:59,050
+genetic algorithm مع neural network و ال genetic
+
+42
+00:02:59,050 --> 00:03:03,370
+algorithm مع ال fuzzy و فعليا ال genetic algorithm
+
+43
+00:03:03,370 --> 00:03:08,950
+هي ال tool اللي هتحسن أداء neural network و ال
+
+44
+00:03:08,950 --> 00:03:14,030
+fuzzy systemمن أي ناحية هتحسم؟ يعني إيش الميزة
+
+45
+00:03:14,030 --> 00:03:16,590
+اللي في ال genetic algorithm غير اللي إحنا
+
+46
+00:03:16,590 --> 00:03:19,310
+شايفينها أمامنا يعني لما نيجي نقارنها بال neural
+
+47
+00:03:19,310 --> 00:03:21,910
+network neural network و ال genetic algorithm
+
+48
+00:03:21,910 --> 00:03:25,130
+مبدئيا حسب ال rules اللي قدامنا هذه أو ال
+
+49
+00:03:25,130 --> 00:03:29,050
+characteristics اللي قدامنا هذه الحقيقة مافيش كتير
+
+50
+00:03:29,050 --> 00:03:33,270
+فرق بينهم يعني هم دائما متساويتين تقديرا تقريبا
+
+51
+00:03:33,270 --> 00:03:36,450
+يعني و مابتتميزش كتير ال genetic algorithm في
+
+52
+00:03:36,450 --> 00:03:39,010
+عملية ال knowledge representation أو ال
+
+53
+00:03:39,010 --> 00:03:42,880
+explanation abilityعن neural network، لاحظوا مش
+
+54
+00:03:42,880 --> 00:03:46,880
+كتير عالية حسب ال index اللي احنا بنتكلم عنه،
+
+55
+00:03:46,880 --> 00:03:52,080
+فواحدة bad وواحدة rather bad، فمش كتير هتطفرل
+
+56
+00:03:52,080 --> 00:03:57,050
+كبيرة في التحسنلكن فيها ميزة غير ال
+
+57
+00:03:57,050 --> 00:03:59,690
+characteristics اللي قدامنا هذه أو ال properties
+
+58
+00:03:59,690 --> 00:04:04,290
+اللي قدامنا هذه الشيا جزئية ال globalization ..
+
+59
+00:04:04,290 --> 00:04:08,190
+جزئية ال globalization الميزة اللي في ال .. ال
+
+60
+00:04:08,190 --> 00:04:12,990
+genetic algorithm انه في عملية ال .. ال .. ال ..
+
+61
+00:04:12,990 --> 00:04:17,010
+ال stochastic اللي بتتبعها فيإيجاد الحلول هي
+
+62
+00:04:17,010 --> 00:04:20,730
+الحقيقة دائما في الغالب بتوصله لحاجة اسمها
+
+63
+00:04:20,730 --> 00:04:24,850
+globalization بمعنى إنه لو في optimal solution
+
+64
+00:04:24,850 --> 00:04:29,550
+فمتوقع كتير إنه ممكن يصل لل optimal solution بعد
+
+65
+00:04:29,550 --> 00:04:33,710
+كذا run ممكن نعملهاالـ Genetic Algorithm و كتير
+
+66
+00:04:33,710 --> 00:04:35,930
+كويس ترجعوا للـ Genetic Algorithm تشوفوا كلمة run
+
+67
+00:04:35,930 --> 00:04:38,210
+ايش معناها؟ run معناته ان انا بعمل ال system كامل
+
+68
+00:04:38,210 --> 00:04:43,270
+بنفذ كل ال generations تبعته بشكل كامل فممكن نعمل
+
+69
+00:04:43,270 --> 00:04:47,750
+كذا مرة عشان نصل لل optimal solution فال optimal
+
+70
+00:04:47,750 --> 00:04:50,750
+solution هنا في ال genetic algorithm غالبا ممكن
+
+71
+00:04:50,750 --> 00:04:57,780
+يوصلني لجزئية ال globalization وهذا الحقيقة اللى
+
+72
+00:04:57,780 --> 00:05:02,600
+كنت بتتكلم فيه قبل ما ندخل على النظام او ال system
+
+73
+00:05:02,600 --> 00:05:04,860
+اللى بدنا نتكلم عنه او ال two systems اللى حكينا
+
+74
+00:05:04,860 --> 00:05:08,300
+عنهم بدنا نحكي عنهم اليوم و اللى هم evolutionary
+
+75
+00:05:08,300 --> 00:05:13,120
+neural network و fuzzy evolutionary system فإذا
+
+76
+00:05:13,120 --> 00:05:16,120
+نوضح ال genetic algorithm اللى خاص بال evolution
+
+77
+00:05:16,120 --> 00:05:20,900
+هنستخدمه مع neural network و ال fuzzy هنستخدمه مع
+
+78
+00:05:20,900 --> 00:05:24,880
+ال genetic algorithmبحيث انه نستخدم ميزة ال
+
+79
+00:05:24,880 --> 00:05:28,280
+genetic algorithm في جزئية ال globalization او انه
+
+80
+00:05:28,280 --> 00:05:33,720
+ممكن نجيب حلول مثلة الحلول المثلة كويس نبدأ
+
+81
+00:05:33,720 --> 00:05:37,080
+بالتقريب لل technique الأول و اللي هو خاص بال
+
+82
+00:05:37,080 --> 00:05:41,440
+fuzzy عفوا ال neural مع ال genetic algorithm ال
+
+83
+00:05:41,440 --> 00:05:45,970
+neural مع ال genetic algorithmهذا بيقودنا انه مدام
+
+84
+00:05:45,970 --> 00:05:50,830
+ال genetic algorithm هو بعطيني globalization بمعنى
+
+85
+00:05:50,830 --> 00:05:54,450
+انه بشرحلي او بقدر يوصل لل optimal solution ل
+
+86
+00:05:54,450 --> 00:05:58,330
+global و هنا كلمة global بدنا نكون عارفين انه اذا
+
+87
+00:05:58,330 --> 00:06:03,890
+وجد حل لأي function اي معادلة قد يكون فيها اكثر من
+
+88
+00:06:03,890 --> 00:06:08,510
+حل الاكثر من حل هدوله مش مقبول ان احنا نختار اكتر
+
+89
+00:06:08,510 --> 00:06:12,840
+اي واحد منهم و نقول عليههو الحل النهائي عادة بدنا
+
+90
+00:06:12,840 --> 00:06:16,240
+نشوف هل أنا بدور على maximum ولا على minimum إذا
+
+91
+00:06:16,240 --> 00:06:20,360
+بدعم ال maximization معنى ذلك إن أنا بهمني أكبر
+
+92
+00:06:20,360 --> 00:06:24,200
+قيمة مطلقة، مطلقة معناته global، بنقول عليها
+
+93
+00:06:24,200 --> 00:06:28,040
+global لكن أكبر قيمة بالنسبة لللي حواليها، هذه
+
+94
+00:06:28,040 --> 00:06:32,040
+بنسميها local فlocal optimal، يعني هنا هذه بنسميها
+
+95
+00:06:32,040 --> 00:06:37,950
+local، maximumو هذه global maximum في المقابل هنا
+
+96
+00:06:37,950 --> 00:06:42,810
+هانيجي نقول هذه global minimum وهذه local minimum
+
+97
+00:06:42,810 --> 00:06:48,170
+كويسة الآن لما بقاش بتتكلم عن neural network فيها
+
+98
+00:06:48,170 --> 00:06:51,310
+العيب هذا للأمانة يعني العيب هذا فيها إشكالية لما
+
+99
+00:06:51,310 --> 00:06:57,250
+بتتكلم عن ال back propagation وهي فعليا ال
+
+100
+00:06:57,250 --> 00:06:59,890
+knowledge او هي فعليا ال algorithm اللي احنا
+
+101
+00:06:59,890 --> 00:07:04,850
+بنستخدمهفي عملية ال learning في عملية التعلم أني
+
+102
+00:07:04,850 --> 00:07:08,890
+أدرب الشبكة هذه ما زالت بتضمنليش ال optimal
+
+103
+00:07:08,890 --> 00:07:13,010
+solution حقيقة ليش لأن أنا بعمل مجموعة a box
+
+104
+00:07:13,010 --> 00:07:15,470
+متذكرين كلمة a box فمعنات ذلك بتكون ترجعوا برضه
+
+105
+00:07:15,470 --> 00:07:20,520
+لمحادرة ال supervisedneural network عشان تشوفوا
+
+106
+00:07:20,520 --> 00:07:24,720
+ابوك بتكلم عن مجموعة iterations داخل ال one ابوك
+
+107
+00:07:24,720 --> 00:07:28,220
+بمعنى ان كل iteration هي المفروض لها sample من ال
+
+108
+00:07:28,220 --> 00:07:30,880
+samples او من ال data اللي موجودة عندى لما بتخلص
+
+109
+00:07:30,880 --> 00:07:34,360
+كل ال data بنسميها one ابوك دورة كاملة او لفة
+
+110
+00:07:34,360 --> 00:07:38,640
+كاملة استخدمناها فاجدش عدد اللفات اللي بدنا نمر
+
+111
+00:07:38,640 --> 00:07:43,640
+فيها على ال ال data بتاعتنا ال data set بنسميها
+
+112
+00:07:43,640 --> 00:07:47,870
+ابوكفكان الحقيقة عندي مشكلة انه لما بيصير
+
+113
+00:07:47,870 --> 00:07:51,810
+conversions ال conversions هدا بيروح ل sub optimal
+
+114
+00:07:51,810 --> 00:07:55,570
+weights بمعنى ان ال weights هذه مش بالضروري هي ال
+
+115
+00:07:55,570 --> 00:08:00,930
+optimal الحقيقية او ال optimal value الأفضل بشكل
+
+116
+00:08:00,930 --> 00:08:04,390
+مطلق لأ هي مش بالضروري هي تكون بشكل مطلق ولكن هي
+
+117
+00:08:04,390 --> 00:08:10,030
+وصلتني انه ل tolerance مقبولة بس مش اكتر من هي لكن
+
+118
+00:08:10,030 --> 00:08:13,510
+هي ال optimal لأ مش بالضروري تكون هي optimalحتى
+
+119
+00:08:13,510 --> 00:08:17,990
+الطرق اللى بتستخدم فيها زى ال decent method و زى
+
+120
+00:08:17,990 --> 00:08:22,870
+احيانا ال Newton method لإيجاد ال optimal solution
+
+121
+00:08:22,870 --> 00:08:25,910
+مش بالضرورى انه يوصلونى فعليا دايما ل optimal
+
+122
+00:08:25,910 --> 00:08:28,270
+هدولة مش بالضرورى ل ال optimal لإن انا بتكلم في
+
+123
+00:08:28,270 --> 00:08:32,790
+النهاية عن multi dimensionلما بدنا نتخيل ان كل
+
+124
+00:08:32,790 --> 00:08:35,270
+weight من ال weights كلهم على بعض هدولة هدى
+
+125
+00:08:35,270 --> 00:08:37,270
+dimension لحالها معناه ذلك ان انا بتكلم عن
+
+126
+00:08:37,270 --> 00:08:40,810
+dimensionality عالية جدا .. dimensionality العالية
+
+127
+00:08:40,810 --> 00:08:44,390
+جدا هدى هيكون في عندى multi objective فانا بدي
+
+128
+00:08:44,390 --> 00:08:50,930
+اجيب و non linear بدي اجيب كذا optimal solution ل
+
+129
+00:08:50,930 --> 00:08:55,610
+W1 و ل W2 و ل W3 و ل W4 تخيل جداش ممكن يكون عدد ال
+
+130
+00:08:55,610 --> 00:09:00,650
+Wكل هدول بده يجيب الأمثل و الأفضل لهم مش دايما
+
+131
+00:09:00,650 --> 00:09:03,910
+الطرق التقليدية اللي بتستخدم مع neural network ك
+
+132
+00:09:03,910 --> 00:09:07,850
+algorithm لل optimization .. لل optimization بتظبط
+
+133
+00:09:07,850 --> 00:09:12,110
+معانا فاحنا كنا نستخدم مثلا جزئية ال .. في عملية
+
+134
+00:09:12,110 --> 00:09:15,650
+ال optimization كنا نستخدم ال derivative ال first
+
+135
+00:09:15,650 --> 00:09:18,830
+derivative تمام؟ فال first derivative ماكنش كتير
+
+136
+00:09:18,830 --> 00:09:22,250
+بيعطيني الحلول الممكنة متذكرين ال first derivative
+
+137
+00:09:22,250 --> 00:09:27,670
+لما كنا نعملها ل ال function؟الـ Function اللي هي
+
+138
+00:09:27,670 --> 00:09:30,250
+إيش؟ ال activation function فماكنتش دايما تعطيني
+
+139
+00:09:30,250 --> 00:09:34,410
+ال optimal solution بشكل كامل عشان نرجع نستخدمها
+
+140
+00:09:34,410 --> 00:09:40,110
+في إيجاد Delta W وإضافتها لـ W لجديدة فهذه المشكلة
+
+141
+00:09:40,110 --> 00:09:46,250
+الحقيقة بنقدر شوية نعدلها أو نحسنها من خلال ال
+
+142
+00:09:46,250 --> 00:09:48,670
+genetic algorithm من خلال ال genetic algorithm
+
+143
+00:09:48,670 --> 00:09:54,110
+فهذا اللي المفروض هنتكلم عنههذه كأول مشكلة لمين؟
+
+144
+00:09:54,110 --> 00:09:57,310
+لـ Neural Network عشان نحسنها باستخدام الـ Genetic
+
+145
+00:09:57,310 --> 00:09:59,610
+Algorithm في مشكلة تانية يا فارق برضه في الـ
+
+146
+00:09:59,610 --> 00:10:01,690
+Neural Network في الـ Neural Network هذه اللي هي
+
+147
+00:10:01,690 --> 00:10:04,770
+الـ Topology نفسها الـ Optimal Topology إيش يعني
+
+148
+00:10:04,770 --> 00:10:08,710
+الـ Optimal Topology؟ يعني لو أنا مثلاعندي ال ..
+
+149
+00:10:08,710 --> 00:10:11,450
+ال size تبع ال input انا عارفه احنا عارفين size ال
+
+150
+00:10:11,450 --> 00:10:14,190
+input ليش؟ عارفين بتكون size ال input و كويس انه
+
+151
+00:10:14,190 --> 00:10:17,010
+نتكلم في هذا الموضوع عساس ان لو بدك تعمل design ل
+
+152
+00:10:17,010 --> 00:10:20,890
+neural network topology كيف تعملها انت بيكون مثلا
+
+153
+00:10:20,890 --> 00:10:25,590
+عندك ال dimensions نفترض تلاتة بمعنى انه المميزات
+
+154
+00:10:25,590 --> 00:10:31,600
+فرضا تلاتة لل objects يعنيعدد ال features خلّينا
+
+155
+00:10:31,600 --> 00:10:36,980
+مثلا نقول إنه أنا بدي أعمل نظام بكاميرا ويميزلي
+
+156
+00:10:36,980 --> 00:10:40,880
+الألوان ألوان ال glam هذه مثلا الألوان هذه حاول
+
+157
+00:10:40,880 --> 00:10:45,080
+إنه والله ال glam هذه كل لون من الألوان هذه من
+
+158
+00:10:45,080 --> 00:10:47,860
+خلال الكاميرا بقدر أحلله للتلت ألوان الأساسية
+
+159
+00:10:47,860 --> 00:10:52,380
+تبعته الأحمر و الأزرق و الأخضر تمام و ال
+
+160
+00:10:52,380 --> 00:10:54,560
+components تبعت كل واحدة منهم بمعنى إنه أنا في
+
+161
+00:10:54,560 --> 00:10:58,720
+عندي تلت قراءات لكل لون تلت قراءات لكل لونالتلت
+
+162
+00:10:58,720 --> 00:11:03,020
+قراءات لكله هذه تسمى features لللون الواحد يعني
+
+163
+00:11:03,020 --> 00:11:08,260
+معنى ذلك انه عدد ال inputs المتوقع هي تلاتة input
+
+164
+00:11:08,260 --> 00:11:14,060
+أول ايش الرقم للمراكب الأحمر المراكب الأحمر جديش
+
+165
+00:11:14,060 --> 00:11:18,220
+قيمته ال input التاني نفترض هذا ال red ال input
+
+166
+00:11:18,220 --> 00:11:24,900
+التاني لأزرق مثلا blue فجديش مكون الأزرق والاخر أو
+
+167
+00:11:24,900 --> 00:11:29,840
+الأخير هو لل green أو الأخضركل الألوان بنقدر
+
+168
+00:11:29,840 --> 00:11:34,920
+نمثلها بقيم مختلفة من هذه الثلاث ألوان الأساسية
+
+169
+00:11:34,920 --> 00:11:38,740
+تمام فإذا مبدأيا عدد ال features اللي انا محتاجه
+
+170
+00:11:38,740 --> 00:11:43,640
+لتمييز الأشياء كويس واضح انه بده يكون هو عدد ال
+
+171
+00:11:43,640 --> 00:11:47,940
+nodes فيال input في ال input او ال neurons بتاعت
+
+172
+00:11:47,940 --> 00:11:51,700
+ال input جيد جدا طيب ال output هل بقدر اصممه بشكل
+
+173
+00:11:51,700 --> 00:11:55,040
+سريع اه ال output بكل بساطة جديش عدد ال classes
+
+174
+00:11:55,040 --> 00:11:58,100
+اللي انا بده اصنفهم عندي والله اربع ألوان فإذا
+
+175
+00:11:58,100 --> 00:12:03,470
+خلاص أربعةبنصمم أربعة في ال output بحيث أنه كل
+
+176
+00:12:03,470 --> 00:12:06,930
+neuron في ال output هي لواحدة من ال objects دولة
+
+177
+00:12:06,930 --> 00:12:10,910
+من الأشياء اللي بده اميزها بدنا نميز نفترض صوت
+
+178
+00:12:10,910 --> 00:12:14,990
+راجل ولا امرأة خلاص معناته عنده اتنين ال output
+
+179
+00:12:14,990 --> 00:12:19,270
+بصير اتنين نفترض بدنا نميز ألوان الظهور معناته بده
+
+180
+00:12:19,270 --> 00:12:23,230
+اعرف جداش عدد الظهور اللي بده اميزها بصير هي العدد
+
+181
+00:12:23,230 --> 00:12:26,330
+في ال output هذي أبسط تصميم design ممكن تعمله لل
+
+182
+00:12:26,330 --> 00:12:29,930
+topology فهنا هنقول والله واحد منهملأ، الأربع
+
+183
+00:12:29,930 --> 00:12:37,530
+ألوان هدولة class A, B, C وD خلاص، أربعة، عندي
+
+184
+00:12:37,530 --> 00:12:43,840
+أربعة تمام، الآن في الـ hiddenأكم layer أو أكم
+
+185
+00:12:43,840 --> 00:12:49,240
+hidden layer ممكن أستخدم؟ بعرفش طيب، أكم neuron
+
+186
+00:12:49,240 --> 00:12:54,120
+بدّي أستخدم في كل hidden layer؟ بعرفش، فإذا هذه
+
+187
+00:12:54,120 --> 00:12:58,060
+أكيد إلها optimal value إلها optimal value، جدّيش
+
+188
+00:12:58,060 --> 00:13:01,800
+عدد
+
+189
+00:13:01,800 --> 00:13:07,900
+ال layers بدي أستخدمها هنا، اللي هي ال hidden
+
+190
+00:13:07,900 --> 00:13:10,140
+layers
+
+191
+00:13:14,220 --> 00:13:24,780
+بعرفش؟ طيب قدش عدد ال number of nodes for each
+
+192
+00:13:24,780 --> 00:13:32,520
+hidden layer برضه؟
+
+193
+00:13:32,520 --> 00:13:35,620
+بعرفش؟
+
+194
+00:13:35,620 --> 00:13:41,340
+فإذاهدولة عادة نستخدمهم trial and error او
+
+195
+00:13:41,340 --> 00:13:45,220
+heuristic ايه؟ heuristic بمعنى heuristic مين اللي
+
+196
+00:13:45,220 --> 00:13:48,800
+بيقدر يحددها heuristic تقديريا الناس اللي بيشتغلوا
+
+197
+00:13:48,800 --> 00:13:52,180
+في هذا المجال الناس اذا كان واحد اشتغل كتير في
+
+198
+00:13:52,180 --> 00:13:57,220
+neural network بيقدر بشكل او باخر يحاول يقيم جداش
+
+199
+00:13:57,220 --> 00:14:02,420
+ممكن تكون العدد ال hidden layers من خلال معرفته
+
+200
+00:14:02,420 --> 00:14:06,870
+بجداش عدد ال features اللي في ال inputوجدش عدد ال
+
+201
+00:14:06,870 --> 00:14:11,970
+classes بيحاول يقدرها تقديرا ويعني ممكن تكون قريبة
+
+202
+00:14:11,970 --> 00:14:17,030
+من الواقع هذا إذا افترضنا إنه فعليا هو جرب من ال
+
+203
+00:14:17,030 --> 00:14:20,650
+optimality في الموضوع طيب جدش عدد ال layers بيقرفش
+
+204
+00:14:20,650 --> 00:14:25,490
+بشكل دقيق مافيش حاجة واضحة جدش عدد ال nodes برضه
+
+205
+00:14:25,490 --> 00:14:29,450
+مافيش شيء شكل دقيق طيب فإذا واضح إن عملية ال
+
+206
+00:14:29,450 --> 00:14:32,490
+optimal topology واحدة من مشاكل ال neural network
+
+207
+00:14:32,490 --> 00:14:36,130
+واحدة من المشاكل بتاع ال neural networkهذا بيقودنا
+
+208
+00:14:36,130 --> 00:14:41,650
+انه محتاجين بشكل هندسي واضح ان هذا الموضوع ال
+
+209
+00:14:41,650 --> 00:14:45,930
+neural network topology هو ما زال محتاج اكتر فنية
+
+210
+00:14:45,930 --> 00:14:52,950
+او اكترknowledge من الهندسية من ناحية هندسية من
+
+211
+00:14:52,950 --> 00:14:58,630
+الهندسة مين اللي ممكن يحلل الجزئية هذه ال genetic
+
+212
+00:14:58,630 --> 00:15:01,910
+algorithms ممكن تكون effective optimization
+
+213
+00:15:01,910 --> 00:15:07,070
+technique اللي تقودني لأفضل topology ممكنة فممكن
+
+214
+00:15:07,070 --> 00:15:09,990
+منها نعمل عملية selection لأفضل topology طبعا بناء
+
+215
+00:15:09,990 --> 00:15:13,650
+على إيش؟ بناء على إن ممكن أجرب أكتر من one
+
+216
+00:15:13,650 --> 00:15:19,260
+topologyبحيث ان ال one topology اللي بدنا نختاره
+
+217
+00:15:19,260 --> 00:15:22,860
+في الآخر هو هيكونه أحد بدائل من ال topologies
+
+218
+00:15:22,860 --> 00:15:26,240
+المختلفة مين اللي هيحددنا ال topologies هذه ال
+
+219
+00:15:26,240 --> 00:15:30,360
+genetic algorithm هاي المشكلتين الأساسيات عشان
+
+220
+00:15:30,360 --> 00:15:34,060
+الآن نبدأ نخوض في كيف ممكن نعمل الدمج هذا او نعمل
+
+221
+00:15:34,060 --> 00:15:37,400
+ال hybrid systemهو expert system بين genetic
+
+222
+00:15:37,400 --> 00:15:40,400
+algorithm و neural network فالغرض ان ال genetic
+
+223
+00:15:40,400 --> 00:15:45,420
+algorithm تحسن ل ال neural network ل neural
+
+224
+00:15:45,420 --> 00:15:48,900
+network هتنشوف كيف الكلام هذا الكلام هذا بكل بساطة
+
+225
+00:15:48,900 --> 00:15:51,880
+هي neural network واضحة أمامنا في الشكل
+
+226
+00:16:09,660 --> 00:16:14,620
+أول شغلة بتنعمل ان احنا بنرقم ال nodes هذه بنرقم
+
+227
+00:16:15,290 --> 00:16:18,430
+مجموعة ال notes فا واحد اتنين تلاتة اربعة خمسة بغض
+
+228
+00:16:18,430 --> 00:16:21,090
+النظر هم كلهم في نفس ال layer ولا مختلف ال layers
+
+229
+00:16:21,090 --> 00:16:25,510
+تبعتهم ولكن نعطيهم أرقام للترتيب عشان بعد هيك نعمل
+
+230
+00:16:25,510 --> 00:16:31,460
+matrix ل ال weights between them فحنقولواحد ل
+
+231
+00:16:31,460 --> 00:16:35,240
+تمانية اللي هي من واحد ل تمانية واحد اتنين تلاتة
+
+232
+00:16:35,240 --> 00:16:40,300
+اربع خمس ستة سبعة تمانية ل واحد ل تمانية وحنقول من
+
+233
+00:16:40,300 --> 00:16:45,840
+واحد ل واحد هل يوجد link فعليا لأ من اتنين ل واحد
+
+234
+00:16:45,840 --> 00:16:49,180
+برضه لأ تلاتة ل واحد لأ اربع ل واحد لأ مافيش اي
+
+235
+00:16:49,180 --> 00:16:57,310
+link راجع ل واحد فإذاكله بالنسبة ل 2 neuron 1
+
+236
+00:16:57,310 --> 00:17:01,670
+مافيش شيء طيب بالنسبة ل neuron 2 برضه neuron ..
+
+237
+00:17:01,670 --> 00:17:04,810
+neuron 2 مافيش .. مافيش شيء ل neuron 2 neuron 3
+
+238
+00:17:04,810 --> 00:17:07,310
+برضه مافيش شيء لأن كلهم في ال input و مافيش
+
+239
+00:17:07,310 --> 00:17:12,030
+feedback فهتلاقيهم كلهم zeros مافيش شيء يعطيهم
+
+240
+00:17:12,030 --> 00:17:16,250
+مافيش أي node بتعطيهم عشان نشوف قدش ال weight اللي
+
+241
+00:17:16,250 --> 00:17:20,970
+بتعطيله بتعطيهم بينما لما نيجي نبدأ نروح ل 4 هنشهد
+
+242
+00:17:20,970 --> 00:17:26,650
+أن 4 مين بيعطيهابيعطيها واحد و اتنين و تلاتة صحيح
+
+243
+00:17:26,650 --> 00:17:30,970
+هاي اربعة بتاخد من واحد و بتاخد من اتنين و بتاخد
+
+244
+00:17:30,970 --> 00:17:35,710
+من تلاتة جدش قيمة ال weight لكل واحدة بتاخدهم لل
+
+245
+00:17:35,710 --> 00:17:40,950
+connections تبعتها لل synaptic connection الأولى O
+
+246
+00:17:40,950 --> 00:17:47,840
+pointnine من واحد لاربعة فهي من واحد لاربعة من الى
+
+247
+00:17:47,840 --> 00:17:53,420
+فإذا ال من هي ال column اله هي ال row فإذا صارت من
+
+248
+00:17:53,420 --> 00:17:58,320
+واحد لاربعة 0.9 من اتنين لاربعة minus 0.3 هي من
+
+249
+00:17:58,320 --> 00:18:03,780
+اتنين لاربعة minus 0.3 من تلاتة لاربعة minus 0.7 و
+
+250
+00:18:03,780 --> 00:18:08,870
+هكذا طيب من اربعة لاربعةمافيش self loop، كويس، من
+
+251
+00:18:08,870 --> 00:18:12,230
+خمسة، ستة، سبعة، تمانية، مافيش أي connection
+
+252
+00:18:12,230 --> 00:18:17,070
+لاربعة من هذه ال nodes طيب، من واحد، اتنين، تلاتة،
+
+253
+00:18:17,070 --> 00:18:22,910
+لخمسة، اه فيههذه خمسة ماخدة من التلاتة كل واحدة
+
+254
+00:18:22,910 --> 00:18:26,430
+جدش ال weight تبعها من صفة ال weight سبعتها تمام
+
+255
+00:18:26,430 --> 00:18:30,130
+عشان نروح في الآخر لتمانية تمانية بتاخد من مين؟
+
+256
+00:18:30,130 --> 00:18:32,390
+بتاخدش لا من واحد ولا من اتنين ولا من تلاتة فهنيجي
+
+257
+00:18:32,390 --> 00:18:36,090
+من واحد لتمانية صفر من اتنين لتمانية صفر من تلاتة
+
+258
+00:18:36,090 --> 00:18:40,490
+لتمانية صفر بينما من أربعة لتمانية minus 0.8 minus
+
+259
+00:18:40,490 --> 00:18:50,100
+0.6 فهي minus 0.6 من خمسة لتمانية 0.1 فهي 0.1تمام
+
+260
+00:18:50,100 --> 00:18:53,080
+and so on .. and so on .. تمام هال logic هي دي
+
+261
+00:18:53,080 --> 00:18:55,100
+التباركشة العادية بتاعة مين؟ بتاعة ال neural
+
+262
+00:18:55,100 --> 00:19:00,220
+network كيف بقدر اعدل فيها؟كيف بقدر أعدل فيها،
+
+263
+00:19:00,220 --> 00:19:03,160
+ليش؟ عشان نعمل ال task الأولى، في two tasks
+
+264
+00:19:03,160 --> 00:19:06,260
+الحقيقة بتنانش نتكلم عنهم ال task الأولى أنه كيف
+
+265
+00:19:06,260 --> 00:19:11,400
+أحسن ال weights عشان أصل ل globalization زي ما
+
+266
+00:19:11,400 --> 00:19:16,900
+قلنا maximum أو minimum تمام global و ال task
+
+267
+00:19:16,900 --> 00:19:20,040
+التانية مش هنتكلم عنها الآن ناخدها حاجة حاجة اللي
+
+268
+00:19:20,040 --> 00:19:24,000
+هي ال topology نفسها جداش عدد ال hidden layers
+
+269
+00:19:24,000 --> 00:19:28,830
+جداش عدد ال neurons في ال hidden layerفإذا الان
+
+270
+00:19:28,830 --> 00:19:31,990
+احنا بنتكلم عن تحسين ال weights فقط عملية تحسين ال
+
+271
+00:19:31,990 --> 00:19:36,610
+weights فكل اللي بعمله انه باجي بمسك كل connection
+
+272
+00:19:36,610 --> 00:19:43,190
+او كل node من ال inputs تعونها ال inputs تعونها
+
+273
+00:19:43,190 --> 00:19:47,410
+فبعتبرها gene ايها
+
+274
+00:19:49,750 --> 00:19:57,470
+9-0.3-0.7 شوم هدول هدول تعون النوت رقم أربعة هدول
+
+275
+00:19:57,470 --> 00:20:02,130
+ال input تعون النوت رقم أربعة فهي نوت رقم أربعة 0
+
+276
+00:20:02,130 --> 00:20:10,350
+.9-0.3-0.7 فإذا هذه رقم أربعة رقم خمسة النوت تعت
+
+277
+00:20:10,350 --> 00:20:20,900
+رقم خمسة هي خمسة minus 0.8و 0.6 و 0.3 تمام جدا رقم
+
+278
+00:20:20,900 --> 00:20:29,900
+ستة هي ستة رقم سبعة رقم تمانية في الآخر تمام فهي
+
+279
+00:20:29,900 --> 00:20:36,300
+الأرقام بتاعتنا فحنجد أن هذا هيك block يعتبرخاص
+
+280
+00:20:36,300 --> 00:20:42,360
+بالنود 4 هذا block خاص بالنود 5 خاص بالنود 6 كل
+
+281
+00:20:42,360 --> 00:20:45,520
+واحدة منهم تلاتة ليش تلاتة حسب عدد ال inputs تعون
+
+282
+00:20:45,520 --> 00:20:49,740
+كل نود بينما هنجد عند 4 هنجد أنه عند 8 عفوا هنجد
+
+283
+00:20:49,740 --> 00:20:53,520
+أنه فيه أربعة لأنه فعلا عدد ال inputs تعونه أربعة
+
+284
+00:20:53,520 --> 00:21:00,540
+هايهم اللي هم minus 0.6 0.1 minus 0.2 و 0.9 هاي
+
+285
+00:21:00,540 --> 00:21:04,780
+نفس القيم بنرتبهم هنا الآن هذا صار إيشchromosome
+
+286
+00:21:04,780 --> 00:21:08,620
+هذا الآن chromosome نتعامل معاه تماما كأنه
+
+287
+00:21:08,620 --> 00:21:14,000
+chromosome بمعنى أنه مبدأيا رتبنا بهذا الشكل
+
+288
+00:21:14,000 --> 00:21:19,220
+وحددنا جداش طول ال length ل ال chromosome فقلنا
+
+289
+00:21:19,220 --> 00:21:22,840
+الآن هي في عندي واحد اتنين تلاتة اربع في حقيقة 16
+
+290
+00:21:22,840 --> 00:21:32,800
+مش هيك اه مظبوط هيك 16 قيمة لكل كرمزوم ممكن ننشأ
+
+291
+00:21:32,800 --> 00:21:38,140
+كمان كرمزوم آخر Randomly بقيم مختلفة بقيم مختلفة و
+
+292
+00:21:38,140 --> 00:21:41,700
+كمان كرمزوم تالت و رابع و خامس و سادس لإمتى لما
+
+293
+00:21:41,700 --> 00:21:45,600
+نحدد ال population .. ال population تبعت ال ال
+
+294
+00:21:45,600 --> 00:21:48,600
+generation تبعنا مجددش عدد الكرمزوم في كل
+
+295
+00:21:48,600 --> 00:21:52,360
+generation فبيقول والله هنا حددنا ال number of
+
+296
+00:21:52,360 --> 00:21:57,240
+populationفبنكون حددناها عشان نكون أنشأنا أول خطوة
+
+297
+00:21:57,240 --> 00:22:00,640
+من الخطوات بعد هيك إيش بنسوي؟ خلاص عملية crossover
+
+298
+00:22:00,640 --> 00:22:05,740
+يعني بنكمل كل ال operations المطلوبة فالشغل الأهم
+
+299
+00:22:05,740 --> 00:22:11,140
+الآن عشان فعلا نجري كل هذه ال operations بتاعتنا
+
+300
+00:22:11,140 --> 00:22:16,280
+أني أحدد ال fitness إيش ال fitness تبعتك؟طيب خد
+
+301
+00:22:16,280 --> 00:22:19,740
+بالك ان احنا ال neural network اللي اشتغلنا عنها
+
+302
+00:22:19,740 --> 00:22:25,400
+اشتغلنا فيها جزئيتنا و بدنا نحسن باستخدام ال
+
+303
+00:22:25,400 --> 00:22:29,100
+genetic algorithm هي بتستخدم supervised learning
+
+304
+00:22:29,100 --> 00:22:32,000
+ايش يعني supervised learning؟ يعني انا عارف ايش ال
+
+305
+00:22:32,000 --> 00:22:36,600
+output احنا عارفين مبدئيا ان ال node رقم واحد
+
+306
+00:22:36,600 --> 00:22:40,180
+class A هذه في الشبكة الافتراضية اللي افترضناها
+
+307
+00:22:40,180 --> 00:22:44,580
+هنا في بداية المحاضرة انه هذه مثلا اللون أسودللون
+
+308
+00:22:44,580 --> 00:22:49,520
+الأسود فبعطي جداش لازم يكون هنا عشان اقول ان هذا
+
+309
+00:22:49,520 --> 00:22:55,920
+لون أسود فهذا لازم يكون 1000 اذا دخلنا مين دخلنا
+
+310
+00:22:55,920 --> 00:23:02,120
+هنا قيم الألوان السودة فلازم تكون 1000 طيب اما اذا
+
+311
+00:23:02,120 --> 00:23:07,090
+دخلنا الأحمر مثلاأيش القيم التلات قيم الأساسية
+
+312
+00:23:07,090 --> 00:23:12,150
+لللون الأحمر بمجرد ما تشوف عدة ألوان أحمر samples
+
+313
+00:23:12,150 --> 00:23:16,170
+كل sample خاصة باللون الأحمر بتدخله هنا لازم ال
+
+314
+00:23:16,170 --> 00:23:22,090
+output هنا يكون صفر واحد صفر صفر على اعتبار أنه ال
+
+315
+00:23:22,090 --> 00:23:26,630
+node التاني هنقول خاصة باللون الأحمريعني أنا في كل
+
+316
+00:23:26,630 --> 00:23:30,270
+input عارف إيش لازم يطلع output كل ال inputs
+
+317
+00:23:30,270 --> 00:23:33,870
+للألوان السامرة الأسود بالأصمر بالدرجات تبعته
+
+318
+00:23:33,870 --> 00:23:37,910
+للأسود هذا كلها المفروض إن هنا ال node الأولى تكون
+
+319
+00:23:37,910 --> 00:23:41,410
+واحد والباقي zero يعني أنا عارف ال output عارف ال
+
+320
+00:23:41,410 --> 00:23:43,770
+layer بتاعة ال output إيش لازم يطلع فيها كويس
+
+321
+00:23:43,770 --> 00:23:47,970
+ممتاز جدا فإذن مدام أنا عارف صرت supervised ومدام
+
+322
+00:23:47,970 --> 00:23:52,330
+أنا عارف بقدر أحسب بكل بساطة ال errorو هذا هو ال
+
+323
+00:23:52,330 --> 00:23:56,270
+fitness تبعتنا طيب بناخد بالنا أنه بنشمع بناخد ال
+
+324
+00:23:56,270 --> 00:24:01,090
+sum of squared errors ليش بعمل squared errors لأنه
+
+325
+00:24:01,090 --> 00:24:03,990
+ال error ممكن يكون موجة و ممكن يكون سالب فلأ أنا
+
+326
+00:24:03,990 --> 00:24:08,370
+بدي كقيمة error الأبسلول تبعه أو ال .. ال .. ال
+
+327
+00:24:08,370 --> 00:24:13,590
+square تبعته فإذا هنا هنشوف هذا المفروض لو دخلنا
+
+328
+00:24:13,590 --> 00:24:20,270
+هنا اللون الأسود black فرضاSame لازم هنا يطلع واحد
+
+329
+00:24:20,270 --> 00:24:28,110
+صفر صفر صفر فإذا هنا في عندي error أول و هنا error
+
+330
+00:24:28,110 --> 00:24:34,520
+تاني هنا error تالت و هنا error رابع صح أكيدهذه مش
+
+331
+00:24:34,520 --> 00:24:37,400
+بالضروري كلهم يطلعوا صح بالظبط هذه ممكن يكون فيها
+
+332
+00:24:37,400 --> 00:24:41,240
+error وهدول لأ هذه error هذه error في الغالب هيكون
+
+333
+00:24:41,240 --> 00:24:44,960
+كلهم فيهم error ولكن تتفاوت جدش قيمة ال error فجدش
+
+334
+00:24:44,960 --> 00:24:48,480
+ال error هنا تربيع زي ال error تربيع زي ال error
+
+335
+00:24:48,480 --> 00:24:52,180
+تربيع زي ال error تربيع تمام عشان نكون أخدنا
+
+336
+00:24:52,180 --> 00:24:57,780
+squared error للمجموعة لمجموعة فبقول انه هيك هذا
+
+337
+00:24:57,780 --> 00:25:04,470
+ال error حتى الآن تمام جدا الكلام هذابنجربه للأحمر
+
+338
+00:25:04,470 --> 00:25:10,070
+و بجمع قيمة ال error للأحمر الأزرق و بجمع قيمة ال
+
+339
+00:25:10,070 --> 00:25:13,950
+error للأزرق الأخضر و بجمع قيمة ال error للأخضر و
+
+340
+00:25:13,950 --> 00:25:19,990
+بنجمع ال errors الكاملة ل ال weights الحالية ايه
+
+341
+00:25:19,990 --> 00:25:22,830
+ال weights الحالية اللي خاصة بالكرمزوم لأن
+
+342
+00:25:22,830 --> 00:25:27,650
+الكرمزوم كل كرمزوم هو يمثل ال weights خلصنا بكون
+
+343
+00:25:27,650 --> 00:25:31,910
+عملت evaluation هيك لمينللـ chromosome بال weights
+
+344
+00:25:31,910 --> 00:25:36,750
+تبعته عشان اروح اختار chromosome آخر و انقيم نفس
+
+345
+00:25:36,750 --> 00:25:39,750
+التقييم و نشوف ال error هنا و ال error هنا و ال
+
+346
+00:25:39,750 --> 00:25:42,490
+error في التالت و الرابع و الخمس فبنكون عملنا
+
+347
+00:25:42,490 --> 00:25:46,110
+evaluation لمين لكل ال chromosomes اللي موجودة
+
+348
+00:25:46,110 --> 00:25:50,350
+عندنا جميع ال chromosomes بتكون صارت موجودة عندنا
+
+349
+00:25:50,350 --> 00:25:55,070
+فالفكرةالمؤكد عليها هنا في ال slide الـ genetic
+
+350
+00:25:55,070 --> 00:26:00,190
+algorithm attempts to find a set of weights ليش؟
+
+351
+00:26:00,190 --> 00:26:04,770
+that minimizes the sum of squared errors اللي
+
+352
+00:26:04,770 --> 00:26:10,410
+بتجللي أقصى ما يمكن ال error أو ال total error
+
+353
+00:26:10,410 --> 00:26:14,670
+اللي هو sum of squared errors اللي هي مجموعة هذه
+
+354
+00:26:14,670 --> 00:26:19,980
+التربيات ال errors تبعتنا تمامفإذن هاي ال fitness
+
+355
+00:26:19,980 --> 00:26:23,720
+خلصناها هاي ال fitness خلصناها الخطوة التالتة هي
+
+356
+00:26:23,720 --> 00:26:27,120
+خلاص ال genetic operators مين ال operators تبعتنا
+
+357
+00:26:27,120 --> 00:26:30,880
+زي ما قلنا crossover و mutation بتهيأل crossover
+
+358
+00:26:30,880 --> 00:26:33,760
+مش فيها كتير مشكلة كل اللي بنعمله ان احنا بنغير
+
+359
+00:26:33,760 --> 00:26:38,940
+بنحدد بالظبط وين بدنا نعمل crossover عشان ناخد
+
+360
+00:26:38,940 --> 00:26:42,800
+الجزء الأول مع من الأولى مع التاني من التانية ثم
+
+361
+00:26:42,800 --> 00:26:47,580
+الجزء التاني من الأولى مع الجزء الأول من التانية
+
+362
+00:26:47,580 --> 00:26:52,910
+تمامفماكنش فيها إشي كتير مشكلة هنا بنفس القالية
+
+363
+00:26:52,910 --> 00:26:56,970
+اللي روحنا اشتغلناها متذكرين الـ roulette وعملية
+
+364
+00:26:56,970 --> 00:27:01,550
+ال selection و بحدد النسب عشان نعرف ال probability
+
+365
+00:27:01,550 --> 00:27:04,490
+لكل واحد منهم و بنختار جديش القيمة من خلال ال
+
+366
+00:27:04,490 --> 00:27:07,210
+roulette فكتير كويس ترجع لل genetic algorithm لأنه
+
+367
+00:27:07,210 --> 00:27:09,530
+الأن أصبحت المشكلة بطلت neural network صارت
+
+368
+00:27:09,530 --> 00:27:12,630
+genetic algorithm فنفس ال process تبعت ال genetic
+
+369
+00:27:12,630 --> 00:27:16,190
+algorithm و اللي موجودة في محاضرتنا السابق ان شاء
+
+370
+00:27:16,190 --> 00:27:19,660
+اللهتمام ال mutation كل اللي بنعمله ان احنا بنغير
+
+371
+00:27:19,660 --> 00:27:25,540
+بشكل راندومي بقيمة صغيرة بقيمة صغيرة جدا اللي هو
+
+372
+00:27:25,540 --> 00:27:29,520
+عملية ان ممكن نضرب ال term اللي موجود بقيمة من
+
+373
+00:27:29,520 --> 00:27:32,940
+minus one to one بمعنى انه fractions بقيم
+
+374
+00:27:32,940 --> 00:27:37,400
+fractions لأي gene ممكن نسميه من ال genes اللي
+
+375
+00:27:37,400 --> 00:27:41,740
+موجودة او من القيم اللي موجودة و خلاص بهذا الشكل
+
+376
+00:27:41,740 --> 00:27:46,360
+بنكون عملنا عملية mutation فإذا هتشوف على الشكل
+
+377
+00:27:47,840 --> 00:27:50,520
+اللي موجودة عندنا كيف بتتم هذا الموضوع الحقيقة
+
+378
+00:27:50,520 --> 00:27:55,560
+بتتم من خلال انه هي neural network وهي ال
+
+379
+00:27:55,560 --> 00:28:00,950
+chromosome تبعها فتوزيعالـ weights يمثل الكرمزوم
+
+380
+00:28:00,950 --> 00:28:04,370
+اللي على الشمال اللي احنا شايفينه تمام بالنسبة لل
+
+381
+00:28:04,370 --> 00:28:09,450
+neural التانية ك topology هو هو لكن بيختلف مجموعة
+
+382
+00:28:09,450 --> 00:28:13,610
+ال weights بتاعتنا فبصير في عندي كرمزوم اخر هذه
+
+383
+00:28:13,610 --> 00:28:17,470
+حالة هذا كرمزوم وهذه حالة هذا كرمزوم كرمزومين
+
+384
+00:28:17,470 --> 00:28:21,950
+هدولة بنيجي بنعمل معاهم منهم crossover بمعنى انه
+
+385
+00:28:21,950 --> 00:28:30,130
+ببدل من ال nodesبنبدل ال nodes فهنا هناخد لل child
+
+386
+00:28:30,130 --> 00:28:35,350
+number one for example ال weights تبعت ال node
+
+387
+00:28:35,350 --> 00:28:38,450
+الأولى اللي هي الرقم أربعة هنا رجدتش واحد اتنين
+
+388
+00:28:38,450 --> 00:28:45,600
+تلاتة اللي هي رقم تلاتة أول واحدة فرقم تلاتة هيهذا
+
+389
+00:28:45,600 --> 00:28:50,140
+الجزء اللي خاص بال weight سبعونها weight جايها من
+
+390
+00:28:50,140 --> 00:28:52,880
+ال input الأول وال weight التاني مضروف في اللي
+
+391
+00:28:52,880 --> 00:28:58,880
+جايها من ال input التاني تمام فهذه بناخدها من ال
+
+392
+00:28:58,880 --> 00:29:02,960
+topology الأولى أو من ال chromosome الأول الجزء
+
+393
+00:29:02,960 --> 00:29:07,160
+التاني الجزء التاني ممكن ناخده مثلا من الجزء
+
+394
+00:29:07,160 --> 00:29:11,280
+التاني من ال chromosome رقم اتنين فالجزء التاني هو
+
+395
+00:29:11,280 --> 00:29:15,640
+اللي خاص باربعةخاص باربع طبعا مش هروح اخد تلاتة من
+
+396
+00:29:15,640 --> 00:29:19,120
+هنا و ارجع اخد تلاتة من هنا خلاص خلصنا تلاتة
+
+397
+00:29:19,120 --> 00:29:24,480
+فتلاتة تمثل بال two weights هدول بننزلهم زي ما هما
+
+398
+00:29:24,480 --> 00:29:30,600
+تمام خلصنا منهم رقم اربعة بناخدها مثلا من رقم
+
+399
+00:29:30,600 --> 00:29:37,460
+اتنين فبتنزل من رقم اتنين تمام خلاص نزلناها
+
+400
+00:29:37,460 --> 00:29:44,480
+التالتة ممكن برضهنحدد نقول نعمل بشكل randomly
+
+401
+00:29:44,480 --> 00:29:48,580
+نختارها من هنا ولا من هنا نفترض طلعت معا اتنين من
+
+402
+00:29:48,580 --> 00:29:54,120
+اتنين فبننزلها من اتنين هي الرابعة او اخر جزء اللي
+
+403
+00:29:54,120 --> 00:29:57,100
+هو رقم ستة لان عندي واحدة اتنين تلاتة اربعة اللي
+
+404
+00:29:57,100 --> 00:30:00,800
+هو من تلاتة لستة هم هدولة اللي فيهم weights فحنقول
+
+405
+00:30:00,800 --> 00:30:05,080
+هدى لأ اجى اختيارها من واحد فبننزلها من واحد هدا
+
+406
+00:30:05,080 --> 00:30:08,400
+هي تمام
+
+407
+00:30:08,400 --> 00:30:12,570
+صار في عند هنا ايشكانتج لـ child number one هذا
+
+408
+00:30:12,570 --> 00:30:18,640
+صار يمثلك رمزوم جديد يمث .. يمثلك رمزومتماما جديد
+
+409
+00:30:18,640 --> 00:30:23,060
+لما نيجي نسقط قيمه على نفس الشبكة أكيد هتطلع نتائج
+
+410
+00:30:23,060 --> 00:30:30,220
+تماما مختلفة صح؟ أكيد طيب نعكس لأن ال child القارن
+
+411
+00:30:30,220 --> 00:30:34,340
+لل child a هذا هو هيكون ال child b اللي هو بدل ما
+
+412
+00:30:34,340 --> 00:30:39,780
+ناخد رقم تلاتة من واحد هناخد رقم تلاتة من مين؟ من
+
+413
+00:30:39,780 --> 00:30:45,580
+اتنين و اتنية اربعة وخمسة هنا أخدناهم من اتنين
+
+414
+00:30:45,580 --> 00:30:51,060
+هناخدهم هناك من واحدوالاخير رقم ستة أخدناها من
+
+415
+00:30:51,060 --> 00:30:53,840
+واحد لأ هناخدها من اتنين فبصير في عند ال child
+
+416
+00:30:53,840 --> 00:30:57,600
+قارين برضه نفس الكلام بنسقطه على ال topology تبعنا
+
+417
+00:30:57,600 --> 00:31:02,160
+و بنقيس ال output عشان نحسب مين ال errors او ال
+
+418
+00:31:02,160 --> 00:31:07,600
+sum of squared errors فبنشوف مين الأحسن و بنكمل
+
+419
+00:31:08,450 --> 00:31:12,790
+child by child by child لما نكمل ال population
+
+420
+00:31:12,790 --> 00:31:15,850
+الكاملة اللي احنا اتكلمنا عنها انا محتاج ستة مثلا
+
+421
+00:31:15,850 --> 00:31:19,670
+محتاج عشرين محتاج خمسين يدش محتاج عشان نعملهم
+
+422
+00:31:19,670 --> 00:31:23,190
+generation بنولدهم بنقول ان هي هذا هيك generation
+
+423
+00:31:23,190 --> 00:31:27,470
+كامل بنشوف قيمه عشان نرجع نعيد نفس الكرة كمان مرة
+
+424
+00:31:27,470 --> 00:31:33,470
+نشوف مين الأقلو الأقل هدا بنعطيه وزن أعلى بنعطيه
+
+425
+00:31:33,470 --> 00:31:36,630
+probability أعلى عشان نعمل الـ roulette لاحقا و
+
+426
+00:31:36,630 --> 00:31:41,050
+نرجع نعيد نفس الكلام كمان مرة الآن عملية ال
+
+427
+00:31:41,050 --> 00:31:46,490
+mutation زي ما قلنا كجين هنا احنا قلنا في بداية
+
+428
+00:31:46,490 --> 00:31:53,550
+المحاضرة انه الجين يمثل هنا ال node فحنقول
+
+429
+00:31:53,550 --> 00:31:57,070
+ان والله ال probability بتاعة ال mutation جرت انه
+
+430
+00:31:57,070 --> 00:32:02,740
+اه بدنا نعمل mutation لالكروموزوم هذا صحي قيمتها
+
+431
+00:32:02,740 --> 00:32:06,280
+جليلة لكن بدنا نعمل لها mutation تمام فالمutation
+
+432
+00:32:06,280 --> 00:32:09,020
+هذه خلّيني اقول ان واحد اتنين تلاتة التلاتة رقم
+
+433
+00:32:09,020 --> 00:32:12,220
+تلاتة الجين التالت بدنا نعمل لها ال mutation الجين
+
+434
+00:32:12,220 --> 00:32:17,660
+التالت هذا اللي هو خاص بمين خاص برقم تلاتة اربع
+
+435
+00:32:17,660 --> 00:32:23,760
+خمسة بال node رقم خمسة تمام فإذا انتفقنا ان ال
+
+436
+00:32:23,760 --> 00:32:27,840
+node رقم خمسة ايش بدنا نعمل لهاميوتيشن كويس جدا
+
+437
+00:32:27,840 --> 00:32:34,340
+لميوتيشن هذه باجي على ال 0.4 0.4 ايش بنسوي لها
+
+438
+00:32:34,340 --> 00:32:39,340
+بنشوف رقم من minus one to one بشكل randomly و
+
+439
+00:32:39,340 --> 00:32:45,370
+بنضيفه او بنطرحه منها عادةعادة طبعا مش بالضرورة
+
+440
+00:32:45,370 --> 00:32:48,690
+تكون إلزامة إذا كانت هي القيمة موجة بقى فمنطرح
+
+441
+00:32:48,690 --> 00:32:52,770
+منها إذا كانت سالبة نجمع عليها مش أكتر من هي عساس
+
+442
+00:32:52,770 --> 00:32:58,290
+أنه الرقم في الآخر مايزدش ك absolute عن الواحد أو
+
+443
+00:32:58,290 --> 00:33:01,130
+ال minus واحد يعني مايجلش عن ال minus واحد ومايزدش
+
+444
+00:33:01,130 --> 00:33:04,890
+عن الواحد تمامممكن تعمل بهذا الشكل عشان تدايم
+
+445
+00:33:04,890 --> 00:33:08,950
+اتحافظ على القيم مقبولة فخلينا نقول هنا مثلا
+
+446
+00:33:08,950 --> 00:33:12,670
+القيمة اللي بدنا نفترضها من minus one to one هي 0
+
+447
+00:33:12,670 --> 00:33:21,090
+.5 نص فهنا هنطرح نص ونجمع نص هيترحنا نص من ال 0.4
+
+448
+00:33:21,090 --> 00:33:27,310
+فصارت minus 0.1 وجمعنا نص على minus 0.3 فصارت 0.2
+
+449
+00:33:28,280 --> 00:33:33,060
+فهذه صارت طفرة صار بهذا الشكل ال .. الناتج بعد
+
+450
+00:33:33,060 --> 00:33:35,800
+عملية ال mutation الناتج بعد عملية ال mutation
+
+451
+00:33:35,800 --> 00:33:39,480
+صارت هذه الشبكة أو هذا هو neural network اللي بدنا
+
+452
+00:33:39,480 --> 00:33:43,120
+نجربها ندخل مجموعة ال inputs و نضرب في مجموعة ال
+
+453
+00:33:43,120 --> 00:33:46,780
+weights و نجمع و نشوف ال output طب جدش فيه error؟
+
+454
+00:33:46,780 --> 00:33:48,880
+طب ال sample التاني او التالتة الرابعة عشان نخلص
+
+455
+00:33:48,880 --> 00:33:52,440
+كل ال samples اللي في ال dataset بتاعتنا و نجمع
+
+456
+00:33:52,440 --> 00:33:57,460
+مجموعة ال errors و نقول هذا كويس او مش كويس and so
+
+457
+00:33:57,460 --> 00:34:03,470
+on طبعاand so on الان can GA او genetic algorithms
+
+458
+00:34:03,470 --> 00:34:08,790
+help us to selection the network architecture او
+
+459
+00:34:08,790 --> 00:34:13,730
+topology اه بنقدر الحقيقة بدلاش نطول فيها كتير لكن
+
+460
+00:34:13,730 --> 00:34:20,350
+خليني نقول انه بكل بساطة بنقدر يعني الفكرة البسيطة
+
+461
+00:34:20,350 --> 00:34:24,010
+فيها ان احنا نفترض ان في عندى عدد كبير من ال
+
+462
+00:34:24,010 --> 00:34:28,280
+topologiesكويس العدد الكبير من ال topologies هذه
+
+463
+00:34:28,280 --> 00:34:31,960
+مش بالضروري ان اقعد اعمل شبكات كتيرة لأ انا ممكن
+
+464
+00:34:31,960 --> 00:34:35,780
+افترض شبكة كبيرة و افترض ال connections هذه موجودة
+
+465
+00:34:35,780 --> 00:34:39,380
+ولا مش موجودة او ال nodes موجودة ولا مش موجودة
+
+466
+00:34:39,380 --> 00:34:43,860
+خليني اشوف كيف ان بعمل encoding ل ال network
+
+467
+00:34:43,860 --> 00:34:47,320
+architecture وهذا هي الأهم اما بعد ذلك عملية ال
+
+468
+00:34:47,320 --> 00:34:50,930
+geneticoperators مش مش مشكلة اطلاقا ان انت بتعملها
+
+469
+00:34:50,930 --> 00:34:53,070
+زي ال genetic algorithm بالظبط اللي احنا اتقلمناها
+
+470
+00:34:53,070 --> 00:34:56,910
+سابقا دايما الفكرة وين في عملية ال encoding كيف
+
+471
+00:34:56,910 --> 00:35:02,070
+انا امثل المشكلة من خلال ال chromosome من خلال ال
+
+472
+00:35:02,070 --> 00:35:04,670
+chromosome بعد ذلك ماهو انت خلاص اذا صار عندك ال
+
+473
+00:35:04,670 --> 00:35:07,550
+chromosome العملية هي هي تاعة ال genetic algorithm
+
+474
+00:35:07,550 --> 00:35:11,880
+بتغيرش فيها حاجةفإذا كل اللي بنعمله هنا ان ال
+
+475
+00:35:11,880 --> 00:35:16,320
+connection topology لل neural network بنقدر نمثلها
+
+476
+00:35:16,320 --> 00:35:22,200
+باستخدام squaredاش connectivity matrix من خلال
+
+477
+00:35:22,200 --> 00:35:27,380
+matrix بحيث أنه نقول ال nodes ك columns و نفس ال
+
+478
+00:35:27,380 --> 00:35:32,140
+nodes ك rows و بنشوف هل في connection between them
+
+479
+00:35:32,140 --> 00:35:34,820
+ولا لأ إذا في connection فبنقول عليها واحد إذا
+
+480
+00:35:34,820 --> 00:35:37,920
+مافيش connection فبنقول عنها صفر فهذا رقم اتنين
+
+481
+00:35:37,920 --> 00:35:42,930
+الخطوة رقم اتنينالخطوة رقم تلاتة بنبدأ ان نعمل
+
+482
+00:35:42,930 --> 00:35:47,230
+transform ل ال connectivity matrix هذه لمين؟ ل ..
+
+483
+00:35:47,230 --> 00:35:52,370
+ال .. ال chromosome بحيث انه انقيم من خلال ال
+
+484
+00:35:52,370 --> 00:35:55,670
+chromosome هل يوجد connection بين كل node والتانية
+
+485
+00:35:55,670 --> 00:36:00,090
+ولا لأ؟ إذا وجدت معناته في خط بينهم، topology
+
+486
+00:36:00,090 --> 00:36:03,330
+موجود، إذا لم توجد معناته، topology غير موجود، زي
+
+487
+00:36:03,330 --> 00:36:08,170
+المثال هذا يكون أكثر وضوحاواللي ممكن يكون ترجمة
+
+488
+00:36:08,170 --> 00:36:12,590
+أوضح لل slide اللي جابله التلات خطوات اللي جالهم
+
+489
+00:36:12,590 --> 00:36:15,370
+في ال slide اللي جابله تماما هيها زي هنا بالظبط
+
+490
+00:36:15,370 --> 00:36:21,830
+انه هيها neural network تمثل باستخدام matrix هي ال
+
+491
+00:36:21,830 --> 00:36:24,990
+matrix squared matrix squared matrix ليش؟ لأنه
+
+492
+00:36:24,990 --> 00:36:29,990
+عندي node اتنين تلاتة اربعة خمسة ستة فهتكون ستة في
+
+493
+00:36:29,990 --> 00:36:37,290
+ستة هتكون بالظبط هي ستةفي ستة عشان اقول هل يوجد
+
+494
+00:36:37,290 --> 00:36:43,530
+connection between one to one two to one three to
+
+495
+00:36:43,530 --> 00:36:49,810
+one seven to one كله zeros معناته مافيشأي input
+
+496
+00:36:49,810 --> 00:36:55,850
+جاي لمين لواحد مافيش اي حاجة عكسية جاية من اتنين
+
+497
+00:36:55,850 --> 00:36:59,810
+او تلاتة او اربعة او خمسة او ستة راجعة لواحد فكله
+
+498
+00:36:59,810 --> 00:37:03,130
+zeros نفس الكلام لمين لاتنين على اعتبار ان هي في
+
+499
+00:37:03,130 --> 00:37:06,550
+ال layer بتاع ال input ومافيش عندي feedback انا
+
+500
+00:37:06,550 --> 00:37:09,090
+ماتكلمش عن recurrence neural network لو في
+
+501
+00:37:09,090 --> 00:37:11,490
+recurrence neural network كان الموضوع اختلف كان
+
+502
+00:37:11,490 --> 00:37:15,320
+الموضوع زي ال hub fieldمتذكرين ال hopfield؟ ارجعوا
+
+503
+00:37:15,320 --> 00:37:18,120
+لها برضه لمحاضرات ال unsupervised هتلاقوا انه لأ
+
+504
+00:37:18,120 --> 00:37:22,870
+كان في مجال ان يكون فيه feedback اما هنا لأneural
+
+505
+00:37:22,870 --> 00:37:26,070
+supervised احنا بنتكلم supervised مافيش مجال انه
+
+506
+00:37:26,070 --> 00:37:28,950
+يكون في عندنا feedback فهنلاقيهم zeros بالنسبة لل
+
+507
+00:37:28,950 --> 00:37:31,590
+input بالنسبة للرقم تلاتة دخلنا هنا في ال hidden
+
+508
+00:37:31,590 --> 00:37:34,710
+layer في ال hidden layer و اول node في ال hidden
+
+509
+00:37:34,710 --> 00:37:37,670
+layer رقم تلاتة فهي رقم تلاتة من مين ماخدة ماخدة
+
+510
+00:37:37,670 --> 00:37:41,330
+من واحد و من اتنين فمعناه ان ال topology موجودة
+
+511
+00:37:41,330 --> 00:37:45,350
+هنا ال topology موجودة فإذا هقول انه تلاتة هتاخد
+
+512
+00:37:45,350 --> 00:37:51,980
+من واحد و من اتنين فواحد واحدو الباقية أصفر كويس
+
+513
+00:37:51,980 --> 00:37:56,160
+أربعة هقول لأ هي ماخدة فقط من واحد و مش ماخدة من
+
+514
+00:37:56,160 --> 00:37:58,840
+اتنين لحظوا هي بيانت ال topology هي ال topology
+
+515
+00:37:58,840 --> 00:38:06,900
+بيانت يعني كأنه ال node من من اتنين لاربعة zero
+
+516
+00:38:06,900 --> 00:38:12,500
+كأنها zero يعني انا فعليا كأني بقول انه المفروض
+
+517
+00:38:12,500 --> 00:38:17,790
+يكون في connection بس انا مابديش إياه فانحذففغيرنا
+
+518
+00:38:17,790 --> 00:38:23,510
+في ال topology حقيقة تمام جدا خمسة خمسة نفس الكلام
+
+519
+00:38:23,510 --> 00:38:27,350
+لأ ماخدة من اتنين مش ماخدة من واحد بلاش مش ماخدة
+
+520
+00:38:27,350 --> 00:38:30,890
+من واحد بس فعليا هقول ان هذا ال topology هو احسن
+
+521
+00:38:30,890 --> 00:38:34,910
+topology اعطان اتائج فانا مش ملزم انه لازم يكون في
+
+522
+00:38:34,910 --> 00:38:39,130
+عندى full connection صحيح؟ طيب كمان حاجة تانية انا
+
+523
+00:38:39,130 --> 00:38:43,010
+مش ملزم التزم layer by layer بمعنى ان ال
+
+524
+00:38:43,010 --> 00:38:48,110
+connections between two adjacent layersبين ال
+
+525
+00:38:48,110 --> 00:38:52,150
+input و ال hidden بس لأ ممكن يكون بين ال input و
+
+526
+00:38:52,150 --> 00:38:56,190
+ال second hidden أو ال input و ال output مباشرة زي
+
+527
+00:38:56,190 --> 00:38:59,230
+لما نيجي نقول رقم ستة ستة هي ماخدة من تلاتة okay
+
+528
+00:38:59,230 --> 00:39:02,850
+من أربع ماشي من خمسة ماشي بس ماخدة من اتنين كمان
+
+529
+00:39:02,850 --> 00:39:07,630
+ماخدة من اتنين قد يكون ال topology هذا يسري عملية
+
+530
+00:39:07,630 --> 00:39:11,310
+ال learning يعطينا نتائج أفضليعطي convergence
+
+531
+00:39:11,310 --> 00:39:14,590
+مناسبة احنا ماكناش ماخدين بالنا منها سابقا فعشان
+
+532
+00:39:14,590 --> 00:39:18,990
+هيك هذا كيف بتحقق ان اعمل connection بين اي نقطة و
+
+533
+00:39:18,990 --> 00:39:24,390
+لا اي نقطة من خلال squared matrix لان اي نقطة او
+
+534
+00:39:24,390 --> 00:39:29,950
+اي node ممكن توصل لأي nodeخلّي التبرج هي اللي تروح
+
+535
+00:39:29,950 --> 00:39:34,070
+تقول إيش أحسن architecture ممكنة إيش أحسن
+
+536
+00:39:34,070 --> 00:39:37,830
+architecture ممكنة فبعد ذلك بعد ما عملنا هذه
+
+537
+00:39:37,830 --> 00:39:41,190
+الحالة من الحالات هذه واحدة من الحالات هذه حالة
+
+538
+00:39:41,190 --> 00:39:45,050
+أولى يعني كأنني بدي أمثلها الآن ب chromosome كيف
+
+539
+00:39:45,050 --> 00:39:50,230
+بدي أمثلها ب chromosome بجي باخدهم 6 0 كمان 6 0 هي
+
+540
+00:39:50,230 --> 00:39:56,050
+12 0 فهنا بنحط بنصفط ل 12 0 بعدين 1 1هي one one
+
+541
+00:39:56,050 --> 00:40:01,430
+اربع zero هي الاربع zero one خمسة zero one خمسة
+
+542
+00:40:01,430 --> 00:40:04,770
+zero و بعدين تحت فيه كمان zero بكمل الستة جبل
+
+543
+00:40:04,770 --> 00:40:11,090
+الواحد فبنصفتهم row by row صف صف بنصفتهم ورا بعض و
+
+544
+00:40:11,090 --> 00:40:15,570
+بقول هذا هي كعملت encoding لمينعملت encoding للـ
+
+545
+00:40:15,570 --> 00:40:18,950
+topology قبل شوية طريقة اللي قبل هيك خلصناها و
+
+546
+00:40:18,950 --> 00:40:23,030
+انتهينا منها و انتهى و خلصناها كنا بنعمل لمن؟ لل
+
+547
+00:40:23,030 --> 00:40:26,150
+weights هلوجد بنعمل لل topology لل connections هل
+
+548
+00:40:26,150 --> 00:40:28,510
+يوجد connections ولا لا يوجد connections فهذا
+
+549
+00:40:28,510 --> 00:40:32,430
+كرمزوم أول ممكن أروح أغير فيه و أقول كرمزوم رقم
+
+550
+00:40:32,430 --> 00:40:38,630
+اتنين تلاتة أربعة خمسة ستة طيب لكل كرمزوم لكرمزوم
+
+551
+00:40:38,630 --> 00:40:44,090
+هذهكيف بقدر اعمل عملية ال adaptation بعد هيك؟ كيف
+
+552
+00:40:44,090 --> 00:40:47,790
+بقدر اكمل ال learning؟ حقيقة بعد ما نعمل هذا
+
+553
+00:40:47,790 --> 00:40:53,190
+الكلام لاحظوا ايش اللي بدو يصير هذا كله عشان اعمله
+
+554
+00:40:53,190 --> 00:40:57,790
+test اختبار احنا قولنا الاختبار تبعنا ل supervised
+
+555
+00:40:57,790 --> 00:41:01,390
+neural network ايش هو؟ اكيد ال error فانا بدروح
+
+556
+00:41:01,390 --> 00:41:07,410
+اعمل squared error او sum of squared errors لمين؟
+
+557
+00:41:08,170 --> 00:41:13,010
+هذا الانليكوميزوم هذا لحاله جوا genetic algorithm
+
+558
+00:41:13,010 --> 00:41:16,890
+كمان لإيش؟ لل weights، الطريقة اللي توقرنا نتكلم
+
+559
+00:41:16,890 --> 00:41:21,050
+عنها، بمعنى إنه عند الواحد وواحد هدول، طبعا مش
+
+560
+00:41:21,050 --> 00:41:25,500
+هخليها قيمة واحد هنا، هبدأ أحطلها weightsوأشوف
+
+561
+00:41:25,500 --> 00:41:31,100
+أفضل weights ممكنة لكن طبعا بحاولش أبالغ كتير في
+
+562
+00:41:31,100 --> 00:41:35,080
+ال number of chromosomes داخل ال generation
+
+563
+00:41:35,080 --> 00:41:38,900
+الواحدة اللي هي number of population بحاولش أبالغ
+
+564
+00:41:38,900 --> 00:41:43,200
+كتير لأن الموضوع صار ضخم جدا كل architecture من
+
+565
+00:41:43,200 --> 00:41:46,180
+هدول يعني كل chromosome عملية ال evaluation تبعته
+
+566
+00:41:46,180 --> 00:41:52,340
+هي genetic algorithm لل weights بحد ذاتها متخيلين
+
+567
+00:41:52,340 --> 00:41:57,480
+الموضوع كيف؟تمام بأعمل generation أو بأعمل
+
+568
+00:41:57,480 --> 00:42:02,740
+creation لكرمزوم آخر لكرمزوم آخر عشان نعمله test
+
+569
+00:42:02,740 --> 00:42:07,000
+برضه بنفس القالية هو نفسه هيكون عملية ال test
+
+570
+00:42:07,000 --> 00:42:12,260
+تبعته genetic algorithm خاصة بحد ذاتها خاصة بنفسها
+
+571
+00:42:12,260 --> 00:42:17,740
+لل adaptation لل weights طيب لكرمزوم اللي وراه و
+
+572
+00:42:17,740 --> 00:42:22,600
+اللي وراه و اللي وراه و and so on طيبقد تعملوا لكل
+
+573
+00:42:22,600 --> 00:42:25,640
+كرومزوم بالـ neural عادية انك تفترض ان هذه neural
+
+574
+00:42:25,640 --> 00:42:29,580
+network أو تعطيها random ل values لاماكن ال ones
+
+575
+00:42:29,580 --> 00:42:34,000
+هذه تمام؟ و تعمل مجموعة a box و خلاص و تريح حالك،
+
+576
+00:42:34,000 --> 00:42:37,360
+سابت كاش تظلك مش طلع نفس الكلام و ممكن في نفس
+
+577
+00:42:37,360 --> 00:42:41,120
+الوجهة هي نفس أصلا عملية ل training تكون باستخدام
+
+578
+00:42:41,120 --> 00:42:43,520
+ال genetic algorithm الطريقة اللي شرحناها قبل شوية
+
+579
+00:42:43,520 --> 00:42:48,830
+الطريقة اللي شرحت قبل شوية تمام؟فاملاحظين جداش حجم
+
+580
+00:42:48,830 --> 00:42:54,730
+الشغل، هذا الشكل هيكون حجم كامل الشغل، تمام؟ فإذا
+
+581
+00:42:54,730 --> 00:42:58,990
+مبدأيا هي ال topology، هي ال topology تبعتنا،
+
+582
+00:42:58,990 --> 00:43:03,430
+تمام؟ عشان نعمل عملية evaluation و يطلع حاجة اسمها
+
+583
+00:43:03,430 --> 00:43:07,240
+ال fitnessالـ fitness الـ sheer fitness ال error
+
+584
+00:43:07,240 --> 00:43:11,880
+ال sum of squared error فحددناها لأ هى topology
+
+585
+00:43:11,880 --> 00:43:15,380
+أولى تانية تالتة رابعة هى ملاحظين الرسم كيف شكلها
+
+586
+00:43:15,380 --> 00:43:18,760
+كأنه وراك ورا بعضه لأن هى كل واحدة topology كل
+
+587
+00:43:18,760 --> 00:43:21,900
+واحدة بدها عملية evaluation بحيث ذاتها عشان بناء
+
+588
+00:43:21,900 --> 00:43:26,420
+على قيمة ال evaluation تبعتها قيمة ال evaluation
+
+589
+00:43:26,420 --> 00:43:31,640
+تبعتها نعمل ال roulette ننشئ ال rouletteمتخيلين
+
+590
+00:43:31,640 --> 00:43:35,320
+الموضوع؟ هننشئ الـ roulette هذه بناء على قيم ال
+
+591
+00:43:35,320 --> 00:43:37,840
+fitness .. بناء على قيم ال fitness بحيث أنه يكون
+
+592
+00:43:37,840 --> 00:43:43,020
+مجموحهم كله ال one hundred percent عشان نحددها و
+
+593
+00:43:43,020 --> 00:43:47,280
+نعمل selection لمن؟ ل .. ل ال chromosomes اللي
+
+594
+00:43:47,280 --> 00:43:51,540
+مرشحة لل crossover فبنعمل crossover عشان نبدأ
+
+595
+00:43:51,540 --> 00:43:57,220
+عملية التبديلمن parent .. من two parents to two
+
+596
+00:43:57,220 --> 00:44:01,180
+children .. child number one .. child number two
+
+597
+00:44:01,180 --> 00:44:04,400
+ثم بنعمل عملية mutation وعملية ال mutation مجرد ان
+
+598
+00:44:04,400 --> 00:44:08,240
+احنا بس بنغير القيم .. ايش يعني بغير القيم؟ يعني
+
+599
+00:44:08,240 --> 00:44:12,640
+بدل ما كانت واحد ال connection انه موجود بخليه صفر
+
+600
+00:44:12,640 --> 00:44:15,340
+ال connection غير موجود او ال connection غير موجود
+
+601
+00:44:15,340 --> 00:44:19,790
+بخليه يصير موجودنخلّيه موجود فهذا بعد ذلك بيصير في
+
+602
+00:44:19,790 --> 00:44:24,290
+عندي ايش generation الجديدة ال generation الجديدة
+
+603
+00:44:24,290 --> 00:44:27,590
+بترجع بتحل مكان ال generation القديمة عشان نرجع
+
+604
+00:44:27,590 --> 00:44:30,390
+برضه كل chromosome من هدولة يمثل architecture
+
+605
+00:44:30,390 --> 00:44:35,410
+ويمثل architecture واحد اتنين تلتة هنا مثلا مثلي
+
+606
+00:44:35,410 --> 00:44:37,650
+تلتة هو المفروض يكون ايش في عندي واحد اتنين تلتة
+
+607
+00:44:37,650 --> 00:44:41,450
+اربع خمسة ستة سبعة for example لو هنا في عندي سبعة
+
+608
+00:44:41,450 --> 00:44:45,330
+فهيكون في عندي سبعة عشان نعمل evaluationويرجع لل
+
+609
+00:44:45,330 --> 00:44:48,610
+روليت كمان مرة and so on و هكذا فهيك بنكون خلصنا
+
+610
+00:44:48,610 --> 00:44:52,690
+جيل كامل بدأنا من generation I و روحنا ل
+
+611
+00:44:52,690 --> 00:44:58,110
+generation I plus one and so on and so on فهذه
+
+612
+00:44:58,110 --> 00:45:01,990
+كانت هي طريقتنا اللي كانت خاصة بدمج genetic
+
+613
+00:45:01,990 --> 00:45:07,630
+algorithm مع ال neural network او حسننا ال neural
+
+614
+00:45:07,630 --> 00:45:12,110
+network باستخدام ال genetic algorithmو بذلك بنكون
+
+615
+00:45:12,110 --> 00:45:16,150
+استخدمناها لنقطين مهمات جدا و هما فعلا مشكلة كبيرة
+
+616
+00:45:16,150 --> 00:45:19,290
+في مين؟ في neural network ال neural network بضمنش
+
+617
+00:45:19,290 --> 00:45:22,990
+أن هي عملت ال globalization بمعنى أن مجموعة ال
+
+618
+00:45:22,990 --> 00:45:28,010
+weights هي في النهاية local بمعنى أنا مش ضامن أبدا
+
+619
+00:45:28,010 --> 00:45:32,810
+أن مجموعة ال weights النهائية هي أفضل قيم ممكنة
+
+620
+00:45:32,810 --> 00:45:35,830
+هذه أول مشكلة المشكلة التانية كانت في ال topology
+
+621
+00:45:35,830 --> 00:45:39,350
+نفسه أنا مش ضامن أن أصلا شكل ال topology هو نفسه
+
+622
+00:45:39,350 --> 00:45:43,660
+optimalتبرجى نفسه هل هو optimal ولا لأ وبعدين هل
+
+623
+00:45:43,660 --> 00:45:47,320
+انا مجبور ان اعمل connection بين layer to layer
+
+624
+00:45:47,320 --> 00:45:51,520
+اللي تابعة ال next layer بس طب ما انا ممكن يكون من
+
+625
+00:45:51,520 --> 00:45:54,040
+ال layer رقم واحد لرقم تلت على طول اعمل
+
+626
+00:45:54,040 --> 00:45:57,760
+connections فعشان هيك ال full connection هذه بين
+
+627
+00:45:57,760 --> 00:46:03,020
+كل ال layers مثلناها باستخدام مينال matrix المربعة
+
+628
+00:46:03,020 --> 00:46:06,360
+و اعطيناها اريحية ان ممكن يكون في connection او لأ
+
+629
+00:46:06,360 --> 00:46:09,640
+و genetic algorithm هي اللي randomly تدورنا على
+
+630
+00:46:09,640 --> 00:46:14,740
+افضل topology ممكنة فبذلك بنكون حسننا بدنا نوّه بس
+
+631
+00:46:14,740 --> 00:46:18,240
+لنقطة ان هذا التحسين كان لا يمكن يتم بدون ال
+
+632
+00:46:18,240 --> 00:46:21,880
+processors العالية الأيام هذه والسرعات العالية
+
+633
+00:46:21,880 --> 00:46:28,350
+لأجهزة الحواسيب فهذه ساعدت ان الواحد يقدر يطورالـ
+
+634
+00:46:28,350 --> 00:46:35,210
+AI محتاجة كالكوليشنز عاليةفي الشغل فال genetic
+
+635
+00:46:35,210 --> 00:46:38,190
+algorithm الحقيقة بتعطينك calculations عالية بس في
+
+636
+00:46:38,190 --> 00:46:42,670
+المقابل فيها ميزة كويسة جدا تشتغل على stochastic
+
+637
+00:46:42,670 --> 00:46:46,750
+model و ال stochastic model هذا بيضمنلي انه مايجعش
+
+638
+00:46:46,750 --> 00:46:50,170
+في ال localization او ال local minima او ال local
+
+639
+00:46:50,170 --> 00:46:54,030
+maxima بهذا بنكون خلصنا هذا الجزئية عشان المرة
+
+640
+00:46:54,030 --> 00:46:58,050
+القادمة ان شاء الله تعالى نعمل دمج بين برضه ال
+
+641
+00:46:58,050 --> 00:47:01,090
+genetic algorithm و نشوف كيف بده تحسنلي في أداء
+
+642
+00:47:01,090 --> 00:47:05,150
+الفزيExpert System فللمرة القادمة أعطيكم العافية
+
+643
+00:47:05,150 --> 00:47:05,590
+وبركة الله
+
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/db883M7ZinM_raw.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/db883M7ZinM_raw.srt
new file mode 100644
index 0000000000000000000000000000000000000000..e197845372e0b9a2e3de4773cef469a1bfa7f401
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/db883M7ZinM_raw.srt
@@ -0,0 +1,2572 @@
+1
+00:00:04,930 --> 00:00:06,970
+باسم الله الرحمن الرحيم والصلاة والسلام على أشرف
+
+2
+00:00:06,970 --> 00:00:10,830
+الأنبياء وامر سيدنا محمد وعلاقاله وصحبه أجمعين
+
+3
+00:00:10,830 --> 00:00:14,810
+عزيزي أنا طلبت مساق expert systems أو الذكاء
+
+4
+00:00:14,810 --> 00:00:20,090
+الاصطناعي نكمل الآن في ال chapter الخاص بال hybrid
+
+5
+00:00:20,090 --> 00:00:23,970
+expert systems و اللي تحدثنا فيه من المرة السابقة
+
+6
+00:00:23,970 --> 00:00:29,410
+عن مجموعة ال systems اللي شرحناها و اللي كنا نتكلم
+
+7
+00:00:29,410 --> 00:00:33,180
+فيه عن ال expert system ك rule basedو ال fuzzy ال
+
+8
+00:00:33,180 --> 00:00:36,060
+neural network و ال genetic algorithm قولنا ان في
+
+9
+00:00:36,060 --> 00:00:39,080
+كل واحدة من هذه ال techniques او ال methods هذه
+
+10
+00:00:39,080 --> 00:00:46,080
+فيه لها خصائص جيدة و خصائص قوة و فيه لها عيوب او
+
+11
+00:00:46,080 --> 00:00:50,830
+فيه لها نواقص في بعض الجوانب ك expert systemفكان
+
+12
+00:00:50,830 --> 00:00:55,470
+الهدف من جزئية الـ Hybrid Expert Systems هي فكرة
+
+13
+00:00:55,470 --> 00:00:59,430
+أنه كيف ممكن نعمل أكتر من system في منظومة واحدة
+
+14
+00:00:59,430 --> 00:01:04,370
+بحيث أنه واحد يغطي على عيوب التاني وتحدثنا الحقيقة
+
+15
+00:01:04,370 --> 00:01:09,730
+عن الجدول اللي أمامنا من المرة السابقةوكان واضح
+
+16
+00:01:09,730 --> 00:01:14,550
+جدا ان احنا معنيين بشكل كتير كبير بال fuzzy neural
+
+17
+00:01:14,550 --> 00:01:18,350
+و genetic algorithm مع فكرة ان احنا جداش كيف ممكن
+
+18
+00:01:18,350 --> 00:01:23,330
+نقوى العيوب اللي خاصة بهذه الأنظمة والمرة اللي
+
+19
+00:01:23,330 --> 00:01:26,950
+فاتة تركزنا على ال neural neural network هذه ف
+
+20
+00:01:26,950 --> 00:01:30,870
+neural network حاولنا نشوف ايش العيوب اللي كانت
+
+21
+00:01:30,870 --> 00:01:34,350
+فيها فكان في عندنا عيب في knowledge representation
+
+22
+00:01:34,350 --> 00:01:39,260
+وفي عندهابرضه disadvantage في ال explanation
+
+23
+00:01:39,260 --> 00:01:45,680
+ability وهدي وجدنا ان اللي بيقدر يعوضها المشكلتين
+
+24
+00:01:45,680 --> 00:01:48,620
+هدولة اما ال expert system فكان فينا حاجة اسمها
+
+25
+00:01:48,620 --> 00:01:52,720
+neural expert system اتشرحناها كان عبارة عن ال
+
+26
+00:01:52,720 --> 00:01:57,790
+expert system مع ال neural networkو انشرحت كتير
+
+27
+00:01:57,790 --> 00:02:01,970
+كويس لو ترجعوا للمحاضرة السابقة عشان ت .. تحضروها
+
+28
+00:02:01,970 --> 00:02:05,650
+بعد ذلك أخدنا system تان اللي هو ال .. ال fuzzy
+
+29
+00:02:05,650 --> 00:02:10,550
+neural system كويس فهذه دمجنا ال fuzzy مع ال
+
+30
+00:02:10,550 --> 00:02:15,090
+neural network و برضه أخدنا فكرة أن ال fuzzy ال
+
+31
+00:02:15,090 --> 00:02:18,910
+knowledge ال representation فيها عالية ممتازة
+
+32
+00:02:18,910 --> 00:02:23,520
+فحسننا فيهاdrawback او المشكلة الموجودة في ال
+
+33
+00:02:23,520 --> 00:02:25,820
+neural network نفس الكلام في ال explanation
+
+34
+00:02:25,820 --> 00:02:31,000
+ability عالية جدا قدرة الفاضي فحسننا فيها ال
+
+35
+00:02:31,000 --> 00:02:35,580
+neural network اليوم هنتكلم عن ال evolutionary او
+
+36
+00:02:35,580 --> 00:02:39,860
+ال genetic algorithm فال evolutionary algorithm او
+
+37
+00:02:39,860 --> 00:02:44,340
+ال evolutionary computations بتتكلم في الجزئية هذه
+
+38
+00:02:44,340 --> 00:02:47,300
+ان احنا كيف ممكن نطور ال genetic algorithm او كيف
+
+39
+00:02:47,300 --> 00:02:51,390
+نستخدم ال genetic algorithmفي تطوير ال other
+
+40
+00:02:51,390 --> 00:02:56,450
+systems ففعليا عشان نكون واضحين اليوم هنتكلم عن ال
+
+41
+00:02:56,450 --> 00:02:59,050
+genetic algorithm مع neural network و ال genetic
+
+42
+00:02:59,050 --> 00:03:03,370
+algorithm مع ال fuzzy و فعليا ال genetic algorithm
+
+43
+00:03:03,370 --> 00:03:08,950
+هي ال tool اللي هتحسن أداء neural network و ال
+
+44
+00:03:08,950 --> 00:03:14,030
+fuzzy systemمن أي ناحية هتحسم؟ يعني إيش الميزة
+
+45
+00:03:14,030 --> 00:03:16,590
+اللي في ال genetic algorithm غير اللي إحنا
+
+46
+00:03:16,590 --> 00:03:19,310
+شايفينها أمامنا يعني لما نيجي نقارنها بال neural
+
+47
+00:03:19,310 --> 00:03:21,910
+network neural network و ال genetic algorithm
+
+48
+00:03:21,910 --> 00:03:25,130
+مبدئيا حسب ال rules اللي قدامنا هذه أو ال
+
+49
+00:03:25,130 --> 00:03:29,050
+characteristics اللي قدامنا هذه الحقيقة مافيش كتير
+
+50
+00:03:29,050 --> 00:03:33,270
+فرق بينهم يعني هم دائما متساويتين تقديرا تقريبا
+
+51
+00:03:33,270 --> 00:03:36,450
+يعني و مابتتميزش كتير ال genetic algorithm في
+
+52
+00:03:36,450 --> 00:03:39,010
+عملية ال knowledge representation أو ال
+
+53
+00:03:39,010 --> 00:03:42,880
+explanation abilityعن neural network، لاحظوا مش
+
+54
+00:03:42,880 --> 00:03:46,880
+كتير عالية حسب ال index اللي احنا بنتكلم عنه،
+
+55
+00:03:46,880 --> 00:03:52,080
+فواحدة bad وواحدة rather bad، فمش كتير هتطفرل
+
+56
+00:03:52,080 --> 00:03:57,050
+كبيرة في التحسنلكن فيها ميزة غير ال
+
+57
+00:03:57,050 --> 00:03:59,690
+characteristics اللي قدامنا هذه أو ال properties
+
+58
+00:03:59,690 --> 00:04:04,290
+اللي قدامنا هذه الشيا جزئية ال globalization ..
+
+59
+00:04:04,290 --> 00:04:08,190
+جزئية ال globalization الميزة اللي في ال .. ال
+
+60
+00:04:08,190 --> 00:04:12,990
+genetic algorithm انه في عملية ال .. ال .. ال ..
+
+61
+00:04:12,990 --> 00:04:17,010
+ال stochastic اللي بتتبعها فيإيجاد الحلول هي
+
+62
+00:04:17,010 --> 00:04:20,730
+الحقيقة دائما في الغالب بتوصله لحاجة اسمها
+
+63
+00:04:20,730 --> 00:04:24,850
+globalization بمعنى إنه لو في optimal solution
+
+64
+00:04:24,850 --> 00:04:29,550
+فمتوقع كتير إنه ممكن يصل لل optimal solution بعد
+
+65
+00:04:29,550 --> 00:04:33,710
+كذا run ممكن نعملهاالـ Genetic Algorithm و كتير
+
+66
+00:04:33,710 --> 00:04:35,930
+كويس ترجعوا للـ Genetic Algorithm تشوفوا كلمة run
+
+67
+00:04:35,930 --> 00:04:38,210
+ايش معناها؟ run معناته ان انا بعمل ال system كامل
+
+68
+00:04:38,210 --> 00:04:43,270
+بنفذ كل ال generations تبعته بشكل كامل فممكن نعمل
+
+69
+00:04:43,270 --> 00:04:47,750
+كذا مرة عشان نصل لل optimal solution فال optimal
+
+70
+00:04:47,750 --> 00:04:50,750
+solution هنا في ال genetic algorithm غالبا ممكن
+
+71
+00:04:50,750 --> 00:04:57,780
+يوصلني لجزئية ال globalization وهذا الحقيقة اللى
+
+72
+00:04:57,780 --> 00:05:02,600
+كنت بتتكلم فيه قبل ما ندخل على النظام او ال system
+
+73
+00:05:02,600 --> 00:05:04,860
+اللى بدنا نتكلم عنه او ال two systems اللى حكينا
+
+74
+00:05:04,860 --> 00:05:08,300
+عنهم بدنا نحكي عنهم اليوم و اللى هم evolutionary
+
+75
+00:05:08,300 --> 00:05:13,120
+neural network و fuzzy evolutionary system فإذا
+
+76
+00:05:13,120 --> 00:05:16,120
+نوضح ال genetic algorithm اللى خاص بال evolution
+
+77
+00:05:16,120 --> 00:05:20,900
+هنستخدمه مع neural network و ال fuzzy هنستخدمه مع
+
+78
+00:05:20,900 --> 00:05:24,880
+ال genetic algorithmبحيث انه نستخدم ميزة ال
+
+79
+00:05:24,880 --> 00:05:28,280
+genetic algorithm في جزئية ال globalization او انه
+
+80
+00:05:28,280 --> 00:05:33,720
+ممكن نجيب حلول مثلة الحلول المثلة كويس نبدأ
+
+81
+00:05:33,720 --> 00:05:37,080
+بالتقريب لل technique الأول و اللي هو خاص بال
+
+82
+00:05:37,080 --> 00:05:41,440
+fuzzy عفوا ال neural مع ال genetic algorithm ال
+
+83
+00:05:41,440 --> 00:05:45,970
+neural مع ال genetic algorithmهذا بيقودنا انه مدام
+
+84
+00:05:45,970 --> 00:05:50,830
+ال genetic algorithm هو بعطيني globalization بمعنى
+
+85
+00:05:50,830 --> 00:05:54,450
+انه بشرحلي او بقدر يوصل لل optimal solution ل
+
+86
+00:05:54,450 --> 00:05:58,330
+global و هنا كلمة global بدنا نكون عارفين انه اذا
+
+87
+00:05:58,330 --> 00:06:03,890
+وجد حل لأي function اي معادلة قد يكون فيها اكثر من
+
+88
+00:06:03,890 --> 00:06:08,510
+حل الاكثر من حل هدوله مش مقبول ان احنا نختار اكتر
+
+89
+00:06:08,510 --> 00:06:12,840
+اي واحد منهم و نقول عليههو الحل النهائي عادة بدنا
+
+90
+00:06:12,840 --> 00:06:16,240
+نشوف هل أنا بدور على maximum ولا على minimum إذا
+
+91
+00:06:16,240 --> 00:06:20,360
+بدعم ال maximization معنى ذلك إن أنا بهمني أكبر
+
+92
+00:06:20,360 --> 00:06:24,200
+قيمة مطلقة، مطلقة معناته global، بنقول عليها
+
+93
+00:06:24,200 --> 00:06:28,040
+global لكن أكبر قيمة بالنسبة لللي حواليها، هذه
+
+94
+00:06:28,040 --> 00:06:32,040
+بنسميها local فlocal optimal، يعني هنا هذه بنسميها
+
+95
+00:06:32,040 --> 00:06:37,950
+local، maximumو هذه global maximum في المقابل هنا
+
+96
+00:06:37,950 --> 00:06:42,810
+هانيجي نقول هذه global minimum وهذه local minimum
+
+97
+00:06:42,810 --> 00:06:48,170
+كويسة الآن لما بقاش بتتكلم عن neural network فيها
+
+98
+00:06:48,170 --> 00:06:51,310
+العيب هذا للأمانة يعني العيب هذا فيها إشكالية لما
+
+99
+00:06:51,310 --> 00:06:57,250
+بتتكلم عن ال back propagation وهي فعليا ال
+
+100
+00:06:57,250 --> 00:06:59,890
+knowledge او هي فعليا ال algorithm اللي احنا
+
+101
+00:06:59,890 --> 00:07:04,850
+بنستخدمهفي عملية ال learning في عملية التعلم أني
+
+102
+00:07:04,850 --> 00:07:08,890
+أدرب الشبكة هذه ما زالت بتضمنليش ال optimal
+
+103
+00:07:08,890 --> 00:07:13,010
+solution حقيقة ليش لأن أنا بعمل مجموعة a box
+
+104
+00:07:13,010 --> 00:07:15,470
+متذكرين كلمة a box فمعنات ذلك بتكون ترجعوا برضه
+
+105
+00:07:15,470 --> 00:07:20,520
+لمحادرة ال supervisedneural network عشان تشوفوا
+
+106
+00:07:20,520 --> 00:07:24,720
+ابوك بتكلم عن مجموعة iterations داخل ال one ابوك
+
+107
+00:07:24,720 --> 00:07:28,220
+بمعنى ان كل iteration هي المفروض لها sample من ال
+
+108
+00:07:28,220 --> 00:07:30,880
+samples او من ال data اللي موجودة عندى لما بتخلص
+
+109
+00:07:30,880 --> 00:07:34,360
+كل ال data بنسميها one ابوك دورة كاملة او لفة
+
+110
+00:07:34,360 --> 00:07:38,640
+كاملة استخدمناها فاجدش عدد اللفات اللي بدنا نمر
+
+111
+00:07:38,640 --> 00:07:43,640
+فيها على ال ال data بتاعتنا ال data set بنسميها
+
+112
+00:07:43,640 --> 00:07:47,870
+ابوكفكان الحقيقة عندي مشكلة انه لما بيصير
+
+113
+00:07:47,870 --> 00:07:51,810
+conversions ال conversions هدا بيروح ل sub optimal
+
+114
+00:07:51,810 --> 00:07:55,570
+weights بمعنى ان ال weights هذه مش بالضروري هي ال
+
+115
+00:07:55,570 --> 00:08:00,930
+optimal الحقيقية او ال optimal value الأفضل بشكل
+
+116
+00:08:00,930 --> 00:08:04,390
+مطلق لأ هي مش بالضروري هي تكون بشكل مطلق ولكن هي
+
+117
+00:08:04,390 --> 00:08:10,030
+وصلتني انه ل tolerance مقبولة بس مش اكتر من هي لكن
+
+118
+00:08:10,030 --> 00:08:13,510
+هي ال optimal لأ مش بالضروري تكون هي optimalحتى
+
+119
+00:08:13,510 --> 00:08:17,990
+الطرق اللى بتستخدم فيها زى ال decent method و زى
+
+120
+00:08:17,990 --> 00:08:22,870
+احيانا ال Newton method لإيجاد ال optimal solution
+
+121
+00:08:22,870 --> 00:08:25,910
+مش بالضرورى انه يوصلونى فعليا دايما ل optimal
+
+122
+00:08:25,910 --> 00:08:28,270
+هدولة مش بالضرورى ل ال optimal لإن انا بتكلم في
+
+123
+00:08:28,270 --> 00:08:32,790
+النهاية عن multi dimensionلما بدنا نتخيل ان كل
+
+124
+00:08:32,790 --> 00:08:35,270
+weight من ال weights كلهم على بعض هدولة هدى
+
+125
+00:08:35,270 --> 00:08:37,270
+dimension لحالها معناه ذلك ان انا بتكلم عن
+
+126
+00:08:37,270 --> 00:08:40,810
+dimensionality عالية جدا .. dimensionality العالية
+
+127
+00:08:40,810 --> 00:08:44,390
+جدا هدى هيكون في عندى multi objective فانا بدي
+
+128
+00:08:44,390 --> 00:08:50,930
+اجيب و non linear بدي اجيب كذا optimal solution ل
+
+129
+00:08:50,930 --> 00:08:55,610
+W1 و ل W2 و ل W3 و ل W4 تخيل جداش ممكن يكون عدد ال
+
+130
+00:08:55,610 --> 00:09:00,650
+Wكل هدول بده يجيب الأمثل و الأفضل لهم مش دايما
+
+131
+00:09:00,650 --> 00:09:03,910
+الطرق التقليدية اللي بتستخدم مع neural network ك
+
+132
+00:09:03,910 --> 00:09:07,850
+algorithm لل optimization .. لل optimization بتظبط
+
+133
+00:09:07,850 --> 00:09:12,110
+معانا فاحنا كنا نستخدم مثلا جزئية ال .. في عملية
+
+134
+00:09:12,110 --> 00:09:15,650
+ال optimization كنا نستخدم ال derivative ال first
+
+135
+00:09:15,650 --> 00:09:18,830
+derivative تمام؟ فال first derivative ماكنش كتير
+
+136
+00:09:18,830 --> 00:09:22,250
+بيعطيني الحلول الممكنة متذكرين ال first derivative
+
+137
+00:09:22,250 --> 00:09:27,670
+لما كنا نعملها ل ال function؟الـ Function اللي هي
+
+138
+00:09:27,670 --> 00:09:30,250
+إيش؟ ال activation function فماكنتش دايما تعطيني
+
+139
+00:09:30,250 --> 00:09:34,410
+ال optimal solution بشكل كامل عشان نرجع نستخدمها
+
+140
+00:09:34,410 --> 00:09:40,110
+في إيجاد Delta W وإضافتها لـ W لجديدة فهذه المشكلة
+
+141
+00:09:40,110 --> 00:09:46,250
+الحقيقة بنقدر شوية نعدلها أو نحسنها من خلال ال
+
+142
+00:09:46,250 --> 00:09:48,670
+genetic algorithm من خلال ال genetic algorithm
+
+143
+00:09:48,670 --> 00:09:54,110
+فهذا اللي المفروض هنتكلم عنههذه كأول مشكلة لمين؟
+
+144
+00:09:54,110 --> 00:09:57,310
+لـ Neural Network عشان نحسنها باستخدام الـ Genetic
+
+145
+00:09:57,310 --> 00:09:59,610
+Algorithm في مشكلة تانية يا فارق برضه في الـ
+
+146
+00:09:59,610 --> 00:10:01,690
+Neural Network في الـ Neural Network هذه اللي هي
+
+147
+00:10:01,690 --> 00:10:04,770
+الـ Topology نفسها الـ Optimal Topology إيش يعني
+
+148
+00:10:04,770 --> 00:10:08,710
+الـ Optimal Topology؟ يعني لو أنا مثلاعندي ال ..
+
+149
+00:10:08,710 --> 00:10:11,450
+ال size تبع ال input انا عارفه احنا عارفين size ال
+
+150
+00:10:11,450 --> 00:10:14,190
+input ليش؟ عارفين بتكون size ال input و كويس انه
+
+151
+00:10:14,190 --> 00:10:17,010
+نتكلم في هذا الموضوع عساس ان لو بدك تعمل design ل
+
+152
+00:10:17,010 --> 00:10:20,890
+neural network topology كيف تعملها انت بيكون مثلا
+
+153
+00:10:20,890 --> 00:10:25,590
+عندك ال dimensions نفترض تلاتة بمعنى انه المميزات
+
+154
+00:10:25,590 --> 00:10:31,600
+فرضا تلاتة لل objects يعنيعدد ال features خلّينا
+
+155
+00:10:31,600 --> 00:10:36,980
+مثلا نقول إنه أنا بدي أعمل نظام بكاميرا ويميزلي
+
+156
+00:10:36,980 --> 00:10:40,880
+الألوان ألوان ال glam هذه مثلا الألوان هذه حاول
+
+157
+00:10:40,880 --> 00:10:45,080
+إنه والله ال glam هذه كل لون من الألوان هذه من
+
+158
+00:10:45,080 --> 00:10:47,860
+خلال الكاميرا بقدر أحلله للتلت ألوان الأساسية
+
+159
+00:10:47,860 --> 00:10:52,380
+تبعته الأحمر و الأزرق و الأخضر تمام و ال
+
+160
+00:10:52,380 --> 00:10:54,560
+components تبعت كل واحدة منهم بمعنى إنه أنا في
+
+161
+00:10:54,560 --> 00:10:58,720
+عندي تلت قراءات لكل لون تلت قراءات لكل لونالتلت
+
+162
+00:10:58,720 --> 00:11:03,020
+قراءات لكله هذه تسمى features لللون الواحد يعني
+
+163
+00:11:03,020 --> 00:11:08,260
+معنى ذلك انه عدد ال inputs المتوقع هي تلاتة input
+
+164
+00:11:08,260 --> 00:11:14,060
+أول ايش الرقم للمراكب الأحمر المراكب الأحمر جديش
+
+165
+00:11:14,060 --> 00:11:18,220
+قيمته ال input التاني نفترض هذا ال red ال input
+
+166
+00:11:18,220 --> 00:11:24,900
+التاني لأزرق مثلا blue فجديش مكون الأزرق والاخر أو
+
+167
+00:11:24,900 --> 00:11:29,840
+الأخير هو لل green أو الأخضركل الألوان بنقدر
+
+168
+00:11:29,840 --> 00:11:34,920
+نمثلها بقيم مختلفة من هذه الثلاث ألوان الأساسية
+
+169
+00:11:34,920 --> 00:11:38,740
+تمام فإذا مبدأيا عدد ال features اللي انا محتاجه
+
+170
+00:11:38,740 --> 00:11:43,640
+لتمييز الأشياء كويس واضح انه بده يكون هو عدد ال
+
+171
+00:11:43,640 --> 00:11:47,940
+nodes فيال input في ال input او ال neurons بتاعت
+
+172
+00:11:47,940 --> 00:11:51,700
+ال input جيد جدا طيب ال output هل بقدر اصممه بشكل
+
+173
+00:11:51,700 --> 00:11:55,040
+سريع اه ال output بكل بساطة جديش عدد ال classes
+
+174
+00:11:55,040 --> 00:11:58,100
+اللي انا بده اصنفهم عندي والله اربع ألوان فإذا
+
+175
+00:11:58,100 --> 00:12:03,470
+خلاص أربعةبنصمم أربعة في ال output بحيث أنه كل
+
+176
+00:12:03,470 --> 00:12:06,930
+neuron في ال output هي لواحدة من ال objects دولة
+
+177
+00:12:06,930 --> 00:12:10,910
+من الأشياء اللي بده اميزها بدنا نميز نفترض صوت
+
+178
+00:12:10,910 --> 00:12:14,990
+راجل ولا امرأة خلاص معناته عنده اتنين ال output
+
+179
+00:12:14,990 --> 00:12:19,270
+بصير اتنين نفترض بدنا نميز ألوان الظهور معناته بده
+
+180
+00:12:19,270 --> 00:12:23,230
+اعرف جداش عدد الظهور اللي بده اميزها بصير هي العدد
+
+181
+00:12:23,230 --> 00:12:26,330
+في ال output هذي أبسط تصميم design ممكن تعمله لل
+
+182
+00:12:26,330 --> 00:12:29,930
+topology فهنا هنقول والله واحد منهملأ، الأربع
+
+183
+00:12:29,930 --> 00:12:37,530
+ألوان هدولة class A, B, C وD خلاص، أربعة، عندي
+
+184
+00:12:37,530 --> 00:12:43,840
+أربعة تمام، الآن في الـ hiddenأكم layer أو أكم
+
+185
+00:12:43,840 --> 00:12:49,240
+hidden layer ممكن أستخدم؟ بعرفش طيب، أكم neuron
+
+186
+00:12:49,240 --> 00:12:54,120
+بدّي أستخدم في كل hidden layer؟ بعرفش، فإذا هذه
+
+187
+00:12:54,120 --> 00:12:58,060
+أكيد إلها optimal value إلها optimal value، جدّيش
+
+188
+00:12:58,060 --> 00:13:01,800
+عدد
+
+189
+00:13:01,800 --> 00:13:07,900
+ال layers بدي أستخدمها هنا، اللي هي ال hidden
+
+190
+00:13:07,900 --> 00:13:10,140
+layers
+
+191
+00:13:14,220 --> 00:13:24,780
+بعرفش؟ طيب قدش عدد ال number of nodes for each
+
+192
+00:13:24,780 --> 00:13:32,520
+hidden layer برضه؟
+
+193
+00:13:32,520 --> 00:13:35,620
+بعرفش؟
+
+194
+00:13:35,620 --> 00:13:41,340
+فإذاهدولة عادة نستخدمهم trial and error او
+
+195
+00:13:41,340 --> 00:13:45,220
+heuristic ايه؟ heuristic بمعنى heuristic مين اللي
+
+196
+00:13:45,220 --> 00:13:48,800
+بيقدر يحددها heuristic تقديريا الناس اللي بيشتغلوا
+
+197
+00:13:48,800 --> 00:13:52,180
+في هذا المجال الناس اذا كان واحد اشتغل كتير في
+
+198
+00:13:52,180 --> 00:13:57,220
+neural network بيقدر بشكل او باخر يحاول يقيم جداش
+
+199
+00:13:57,220 --> 00:14:02,420
+ممكن تكون العدد ال hidden layers من خلال معرفته
+
+200
+00:14:02,420 --> 00:14:06,870
+بجداش عدد ال features اللي في ال inputوجدش عدد ال
+
+201
+00:14:06,870 --> 00:14:11,970
+classes بيحاول يقدرها تقديرا ويعني ممكن تكون قريبة
+
+202
+00:14:11,970 --> 00:14:17,030
+من الواقع هذا إذا افترضنا إنه فعليا هو جرب من ال
+
+203
+00:14:17,030 --> 00:14:20,650
+optimality في الموضوع طيب جدش عدد ال layers بيقرفش
+
+204
+00:14:20,650 --> 00:14:25,490
+بشكل دقيق مافيش حاجة واضحة جدش عدد ال nodes برضه
+
+205
+00:14:25,490 --> 00:14:29,450
+مافيش شيء شكل دقيق طيب فإذا واضح إن عملية ال
+
+206
+00:14:29,450 --> 00:14:32,490
+optimal topology واحدة من مشاكل ال neural network
+
+207
+00:14:32,490 --> 00:14:36,130
+واحدة من المشاكل بتاع ال neural networkهذا بيقودنا
+
+208
+00:14:36,130 --> 00:14:41,650
+انه محتاجين بشكل هندسي واضح ان هذا الموضوع ال
+
+209
+00:14:41,650 --> 00:14:45,930
+neural network topology هو ما زال محتاج اكتر فنية
+
+210
+00:14:45,930 --> 00:14:52,950
+او اكترknowledge من الهندسية من ناحية هندسية من
+
+211
+00:14:52,950 --> 00:14:58,630
+الهندسة مين اللي ممكن يحلل الجزئية هذه ال genetic
+
+212
+00:14:58,630 --> 00:15:01,910
+algorithms ممكن تكون effective optimization
+
+213
+00:15:01,910 --> 00:15:07,070
+technique اللي تقودني لأفضل topology ممكنة فممكن
+
+214
+00:15:07,070 --> 00:15:09,990
+منها نعمل عملية selection لأفضل topology طبعا بناء
+
+215
+00:15:09,990 --> 00:15:13,650
+على إيش؟ بناء على إن ممكن أجرب أكتر من one
+
+216
+00:15:13,650 --> 00:15:19,260
+topologyبحيث ان ال one topology اللي بدنا نختاره
+
+217
+00:15:19,260 --> 00:15:22,860
+في الآخر هو هيكونه أحد بدائل من ال topologies
+
+218
+00:15:22,860 --> 00:15:26,240
+المختلفة مين اللي هيحددنا ال topologies هذه ال
+
+219
+00:15:26,240 --> 00:15:30,360
+genetic algorithm هاي المشكلتين الأساسيات عشان
+
+220
+00:15:30,360 --> 00:15:34,060
+الآن نبدأ نخوض في كيف ممكن نعمل الدمج هذا او نعمل
+
+221
+00:15:34,060 --> 00:15:37,400
+ال hybrid systemهو expert system بين genetic
+
+222
+00:15:37,400 --> 00:15:40,400
+algorithm و neural network فالغرض ان ال genetic
+
+223
+00:15:40,400 --> 00:15:45,420
+algorithm تحسن ل ال neural network ل neural
+
+224
+00:15:45,420 --> 00:15:48,900
+network هتنشوف كيف الكلام هذا الكلام هذا بكل بساطة
+
+225
+00:15:48,900 --> 00:15:51,880
+هي neural network واضحة أمامنا في الشكل
+
+226
+00:16:09,660 --> 00:16:14,620
+أول شغلة بتنعمل ان احنا بنرقم ال nodes هذه بنرقم
+
+227
+00:16:15,290 --> 00:16:18,430
+مجموعة ال notes فا واحد اتنين تلاتة اربعة خمسة بغض
+
+228
+00:16:18,430 --> 00:16:21,090
+النظر هم كلهم في نفس ال layer ولا مختلف ال layers
+
+229
+00:16:21,090 --> 00:16:25,510
+تبعتهم ولكن نعطيهم أرقام للترتيب عشان بعد هيك نعمل
+
+230
+00:16:25,510 --> 00:16:31,460
+matrix ل ال weights between them فحنقولواحد ل
+
+231
+00:16:31,460 --> 00:16:35,240
+تمانية اللي هي من واحد ل تمانية واحد اتنين تلاتة
+
+232
+00:16:35,240 --> 00:16:40,300
+اربع خمس ستة سبعة تمانية ل واحد ل تمانية وحنقول من
+
+233
+00:16:40,300 --> 00:16:45,840
+واحد ل واحد هل يوجد link فعليا لأ من اتنين ل واحد
+
+234
+00:16:45,840 --> 00:16:49,180
+برضه لأ تلاتة ل واحد لأ اربع ل واحد لأ مافيش اي
+
+235
+00:16:49,180 --> 00:16:57,310
+link راجع ل واحد فإذاكله بالنسبة ل 2 neuron 1
+
+236
+00:16:57,310 --> 00:17:01,670
+مافيش شيء طيب بالنسبة ل neuron 2 برضه neuron ..
+
+237
+00:17:01,670 --> 00:17:04,810
+neuron 2 مافيش .. مافيش شيء ل neuron 2 neuron 3
+
+238
+00:17:04,810 --> 00:17:07,310
+برضه مافيش شيء لأن كلهم في ال input و مافيش
+
+239
+00:17:07,310 --> 00:17:12,030
+feedback فهتلاقيهم كلهم zeros مافيش شيء يعطيهم
+
+240
+00:17:12,030 --> 00:17:16,250
+مافيش أي node بتعطيهم عشان نشوف قدش ال weight اللي
+
+241
+00:17:16,250 --> 00:17:20,970
+بتعطيله بتعطيهم بينما لما نيجي نبدأ نروح ل 4 هنشهد
+
+242
+00:17:20,970 --> 00:17:26,650
+أن 4 مين بيعطيهابيعطيها واحد و اتنين و تلاتة صحيح
+
+243
+00:17:26,650 --> 00:17:30,970
+هاي اربعة بتاخد من واحد و بتاخد من اتنين و بتاخد
+
+244
+00:17:30,970 --> 00:17:35,710
+من تلاتة جدش قيمة ال weight لكل واحدة بتاخدهم لل
+
+245
+00:17:35,710 --> 00:17:40,950
+connections تبعتها لل synaptic connection الأولى O
+
+246
+00:17:40,950 --> 00:17:47,840
+pointnine من واحد لاربعة فهي من واحد لاربعة من الى
+
+247
+00:17:47,840 --> 00:17:53,420
+فإذا ال من هي ال column اله هي ال row فإذا صارت من
+
+248
+00:17:53,420 --> 00:17:58,320
+واحد لاربعة 0.9 من اتنين لاربعة minus 0.3 هي من
+
+249
+00:17:58,320 --> 00:18:03,780
+اتنين لاربعة minus 0.3 من تلاتة لاربعة minus 0.7 و
+
+250
+00:18:03,780 --> 00:18:08,870
+هكذا طيب من اربعة لاربعةمافيش self loop، كويس، من
+
+251
+00:18:08,870 --> 00:18:12,230
+خمسة، ستة، سبعة، تمانية، مافيش أي connection
+
+252
+00:18:12,230 --> 00:18:17,070
+لاربعة من هذه ال nodes طيب، من واحد، اتنين، تلاتة،
+
+253
+00:18:17,070 --> 00:18:22,910
+لخمسة، اه فيههذه خمسة ماخدة من التلاتة كل واحدة
+
+254
+00:18:22,910 --> 00:18:26,430
+جدش ال weight تبعها من صفة ال weight سبعتها تمام
+
+255
+00:18:26,430 --> 00:18:30,130
+عشان نروح في الآخر لتمانية تمانية بتاخد من مين؟
+
+256
+00:18:30,130 --> 00:18:32,390
+بتاخدش لا من واحد ولا من اتنين ولا من تلاتة فهنيجي
+
+257
+00:18:32,390 --> 00:18:36,090
+من واحد لتمانية صفر من اتنين لتمانية صفر من تلاتة
+
+258
+00:18:36,090 --> 00:18:40,490
+لتمانية صفر بينما من أربعة لتمانية minus 0.8 minus
+
+259
+00:18:40,490 --> 00:18:50,100
+0.6 فهي minus 0.6 من خمسة لتمانية 0.1 فهي 0.1تمام
+
+260
+00:18:50,100 --> 00:18:53,080
+and so on .. and so on .. تمام هال logic هي دي
+
+261
+00:18:53,080 --> 00:18:55,100
+التباركشة العادية بتاعة مين؟ بتاعة ال neural
+
+262
+00:18:55,100 --> 00:19:00,220
+network كيف بقدر اعدل فيها؟كيف بقدر أعدل فيها،
+
+263
+00:19:00,220 --> 00:19:03,160
+ليش؟ عشان نعمل ال task الأولى، في two tasks
+
+264
+00:19:03,160 --> 00:19:06,260
+الحقيقة بتنانش نتكلم عنهم ال task الأولى أنه كيف
+
+265
+00:19:06,260 --> 00:19:11,400
+أحسن ال weights عشان أصل ل globalization زي ما
+
+266
+00:19:11,400 --> 00:19:16,900
+قلنا maximum أو minimum تمام global و ال task
+
+267
+00:19:16,900 --> 00:19:20,040
+التانية مش هنتكلم عنها الآن ناخدها حاجة حاجة اللي
+
+268
+00:19:20,040 --> 00:19:24,000
+هي ال topology نفسها جداش عدد ال hidden layers
+
+269
+00:19:24,000 --> 00:19:28,830
+جداش عدد ال neurons في ال hidden layerفإذا الان
+
+270
+00:19:28,830 --> 00:19:31,990
+احنا بنتكلم عن تحسين ال weights فقط عملية تحسين ال
+
+271
+00:19:31,990 --> 00:19:36,610
+weights فكل اللي بعمله انه باجي بمسك كل connection
+
+272
+00:19:36,610 --> 00:19:43,190
+او كل node من ال inputs تعونها ال inputs تعونها
+
+273
+00:19:43,190 --> 00:19:47,410
+فبعتبرها gene ايها
+
+274
+00:19:49,750 --> 00:19:57,470
+9-0.3-0.7 شوم هدول هدول تعون النوت رقم أربعة هدول
+
+275
+00:19:57,470 --> 00:20:02,130
+ال input تعون النوت رقم أربعة فهي نوت رقم أربعة 0
+
+276
+00:20:02,130 --> 00:20:10,350
+.9-0.3-0.7 فإذا هذه رقم أربعة رقم خمسة النوت تعت
+
+277
+00:20:10,350 --> 00:20:20,900
+رقم خمسة هي خمسة minus 0.8و 0.6 و 0.3 تمام جدا رقم
+
+278
+00:20:20,900 --> 00:20:29,900
+ستة هي ستة رقم سبعة رقم تمانية في الآخر تمام فهي
+
+279
+00:20:29,900 --> 00:20:36,300
+الأرقام بتاعتنا فحنجد أن هذا هيك block يعتبرخاص
+
+280
+00:20:36,300 --> 00:20:42,360
+بالنود 4 هذا block خاص بالنود 5 خاص بالنود 6 كل
+
+281
+00:20:42,360 --> 00:20:45,520
+واحدة منهم تلاتة ليش تلاتة حسب عدد ال inputs تعون
+
+282
+00:20:45,520 --> 00:20:49,740
+كل نود بينما هنجد عند 4 هنجد أنه عند 8 عفوا هنجد
+
+283
+00:20:49,740 --> 00:20:53,520
+أنه فيه أربعة لأنه فعلا عدد ال inputs تعونه أربعة
+
+284
+00:20:53,520 --> 00:21:00,540
+هايهم اللي هم minus 0.6 0.1 minus 0.2 و 0.9 هاي
+
+285
+00:21:00,540 --> 00:21:04,780
+نفس القيم بنرتبهم هنا الآن هذا صار إيشchromosome
+
+286
+00:21:04,780 --> 00:21:08,620
+هذا الآن chromosome نتعامل معاه تماما كأنه
+
+287
+00:21:08,620 --> 00:21:14,000
+chromosome بمعنى أنه مبدأيا رتبنا بهذا الشكل
+
+288
+00:21:14,000 --> 00:21:19,220
+وحددنا جداش طول ال length ل ال chromosome فقلنا
+
+289
+00:21:19,220 --> 00:21:22,840
+الآن هي في عندي واحد اتنين تلاتة اربع في حقيقة 16
+
+290
+00:21:22,840 --> 00:21:32,800
+مش هيك اه مظبوط هيك 16 قيمة لكل كرمزوم ممكن ننشأ
+
+291
+00:21:32,800 --> 00:21:38,140
+كمان كرمزوم آخر Randomly بقيم مختلفة بقيم مختلفة و
+
+292
+00:21:38,140 --> 00:21:41,700
+كمان كرمزوم تالت و رابع و خامس و سادس لإمتى لما
+
+293
+00:21:41,700 --> 00:21:45,600
+نحدد ال population .. ال population تبعت ال ال
+
+294
+00:21:45,600 --> 00:21:48,600
+generation تبعنا مجددش عدد الكرمزوم في كل
+
+295
+00:21:48,600 --> 00:21:52,360
+generation فبيقول والله هنا حددنا ال number of
+
+296
+00:21:52,360 --> 00:21:57,240
+populationفبنكون حددناها عشان نكون أنشأنا أول خطوة
+
+297
+00:21:57,240 --> 00:22:00,640
+من الخطوات بعد هيك إيش بنسوي؟ خلاص عملية crossover
+
+298
+00:22:00,640 --> 00:22:05,740
+يعني بنكمل كل ال operations المطلوبة فالشغل الأهم
+
+299
+00:22:05,740 --> 00:22:11,140
+الآن عشان فعلا نجري كل هذه ال operations بتاعتنا
+
+300
+00:22:11,140 --> 00:22:16,280
+أني أحدد ال fitness إيش ال fitness تبعتك؟طيب خد
+
+301
+00:22:16,280 --> 00:22:19,740
+بالك ان احنا ال neural network اللي اشتغلنا عنها
+
+302
+00:22:19,740 --> 00:22:25,400
+اشتغلنا فيها جزئيتنا و بدنا نحسن باستخدام ال
+
+303
+00:22:25,400 --> 00:22:29,100
+genetic algorithm هي بتستخدم supervised learning
+
+304
+00:22:29,100 --> 00:22:32,000
+ايش يعني supervised learning؟ يعني انا عارف ايش ال
+
+305
+00:22:32,000 --> 00:22:36,600
+output احنا عارفين مبدئيا ان ال node رقم واحد
+
+306
+00:22:36,600 --> 00:22:40,180
+class A هذه في الشبكة الافتراضية اللي افترضناها
+
+307
+00:22:40,180 --> 00:22:44,580
+هنا في بداية المحاضرة انه هذه مثلا اللون أسودللون
+
+308
+00:22:44,580 --> 00:22:49,520
+الأسود فبعطي جداش لازم يكون هنا عشان اقول ان هذا
+
+309
+00:22:49,520 --> 00:22:55,920
+لون أسود فهذا لازم يكون 1000 اذا دخلنا مين دخلنا
+
+310
+00:22:55,920 --> 00:23:02,120
+هنا قيم الألوان السودة فلازم تكون 1000 طيب اما اذا
+
+311
+00:23:02,120 --> 00:23:07,090
+دخلنا الأحمر مثلاأيش القيم التلات قيم الأساسية
+
+312
+00:23:07,090 --> 00:23:12,150
+لللون الأحمر بمجرد ما تشوف عدة ألوان أحمر samples
+
+313
+00:23:12,150 --> 00:23:16,170
+كل sample خاصة باللون الأحمر بتدخله هنا لازم ال
+
+314
+00:23:16,170 --> 00:23:22,090
+output هنا يكون صفر واحد صفر صفر على اعتبار أنه ال
+
+315
+00:23:22,090 --> 00:23:26,630
+node التاني هنقول خاصة باللون الأحمريعني أنا في كل
+
+316
+00:23:26,630 --> 00:23:30,270
+input عارف إيش لازم يطلع output كل ال inputs
+
+317
+00:23:30,270 --> 00:23:33,870
+للألوان السامرة الأسود بالأصمر بالدرجات تبعته
+
+318
+00:23:33,870 --> 00:23:37,910
+للأسود هذا كلها المفروض إن هنا ال node الأولى تكون
+
+319
+00:23:37,910 --> 00:23:41,410
+واحد والباقي zero يعني أنا عارف ال output عارف ال
+
+320
+00:23:41,410 --> 00:23:43,770
+layer بتاعة ال output إيش لازم يطلع فيها كويس
+
+321
+00:23:43,770 --> 00:23:47,970
+ممتاز جدا فإذن مدام أنا عارف صرت supervised ومدام
+
+322
+00:23:47,970 --> 00:23:52,330
+أنا عارف بقدر أحسب بكل بساطة ال errorو هذا هو ال
+
+323
+00:23:52,330 --> 00:23:56,270
+fitness تبعتنا طيب بناخد بالنا أنه بنشمع بناخد ال
+
+324
+00:23:56,270 --> 00:24:01,090
+sum of squared errors ليش بعمل squared errors لأنه
+
+325
+00:24:01,090 --> 00:24:03,990
+ال error ممكن يكون موجة و ممكن يكون سالب فلأ أنا
+
+326
+00:24:03,990 --> 00:24:08,370
+بدي كقيمة error الأبسلول تبعه أو ال .. ال .. ال
+
+327
+00:24:08,370 --> 00:24:13,590
+square تبعته فإذا هنا هنشوف هذا المفروض لو دخلنا
+
+328
+00:24:13,590 --> 00:24:20,270
+هنا اللون الأسود black فرضاSame لازم هنا يطلع واحد
+
+329
+00:24:20,270 --> 00:24:28,110
+صفر صفر صفر فإذا هنا في عندي error أول و هنا error
+
+330
+00:24:28,110 --> 00:24:34,520
+تاني هنا error تالت و هنا error رابع صح أكيدهذه مش
+
+331
+00:24:34,520 --> 00:24:37,400
+بالضروري كلهم يطلعوا صح بالظبط هذه ممكن يكون فيها
+
+332
+00:24:37,400 --> 00:24:41,240
+error وهدول لأ هذه error هذه error في الغالب هيكون
+
+333
+00:24:41,240 --> 00:24:44,960
+كلهم فيهم error ولكن تتفاوت جدش قيمة ال error فجدش
+
+334
+00:24:44,960 --> 00:24:48,480
+ال error هنا تربيع زي ال error تربيع زي ال error
+
+335
+00:24:48,480 --> 00:24:52,180
+تربيع زي ال error تربيع تمام عشان نكون أخدنا
+
+336
+00:24:52,180 --> 00:24:57,780
+squared error للمجموعة لمجموعة فبقول انه هيك هذا
+
+337
+00:24:57,780 --> 00:25:04,470
+ال error حتى الآن تمام جدا الكلام هذابنجربه للأحمر
+
+338
+00:25:04,470 --> 00:25:10,070
+و بجمع قيمة ال error للأحمر الأزرق و بجمع قيمة ال
+
+339
+00:25:10,070 --> 00:25:13,950
+error للأزرق الأخضر و بجمع قيمة ال error للأخضر و
+
+340
+00:25:13,950 --> 00:25:19,990
+بنجمع ال errors الكاملة ل ال weights الحالية ايه
+
+341
+00:25:19,990 --> 00:25:22,830
+ال weights الحالية اللي خاصة بالكرمزوم لأن
+
+342
+00:25:22,830 --> 00:25:27,650
+الكرمزوم كل كرمزوم هو يمثل ال weights خلصنا بكون
+
+343
+00:25:27,650 --> 00:25:31,910
+عملت evaluation هيك لمينللـ chromosome بال weights
+
+344
+00:25:31,910 --> 00:25:36,750
+تبعته عشان اروح اختار chromosome آخر و انقيم نفس
+
+345
+00:25:36,750 --> 00:25:39,750
+التقييم و نشوف ال error هنا و ال error هنا و ال
+
+346
+00:25:39,750 --> 00:25:42,490
+error في التالت و الرابع و الخمس فبنكون عملنا
+
+347
+00:25:42,490 --> 00:25:46,110
+evaluation لمين لكل ال chromosomes اللي موجودة
+
+348
+00:25:46,110 --> 00:25:50,350
+عندنا جميع ال chromosomes بتكون صارت موجودة عندنا
+
+349
+00:25:50,350 --> 00:25:55,070
+فالفكرةالمؤكد عليها هنا في ال slide الـ genetic
+
+350
+00:25:55,070 --> 00:26:00,190
+algorithm attempts to find a set of weights ليش؟
+
+351
+00:26:00,190 --> 00:26:04,770
+that minimizes the sum of squared errors اللي
+
+352
+00:26:04,770 --> 00:26:10,410
+بتجللي أقصى ما يمكن ال error أو ال total error
+
+353
+00:26:10,410 --> 00:26:14,670
+اللي هو sum of squared errors اللي هي مجموعة هذه
+
+354
+00:26:14,670 --> 00:26:19,980
+التربيات ال errors تبعتنا تمامفإذن هاي ال fitness
+
+355
+00:26:19,980 --> 00:26:23,720
+خلصناها هاي ال fitness خلصناها الخطوة التالتة هي
+
+356
+00:26:23,720 --> 00:26:27,120
+خلاص ال genetic operators مين ال operators تبعتنا
+
+357
+00:26:27,120 --> 00:26:30,880
+زي ما قلنا crossover و mutation بتهيأل crossover
+
+358
+00:26:30,880 --> 00:26:33,760
+مش فيها كتير مشكلة كل اللي بنعمله ان احنا بنغير
+
+359
+00:26:33,760 --> 00:26:38,940
+بنحدد بالظبط وين بدنا نعمل crossover عشان ناخد
+
+360
+00:26:38,940 --> 00:26:42,800
+الجزء الأول مع من الأولى مع التاني من التانية ثم
+
+361
+00:26:42,800 --> 00:26:47,580
+الجزء التاني من الأولى مع الجزء الأول من التانية
+
+362
+00:26:47,580 --> 00:26:52,910
+تمامفماكنش فيها إشي كتير مشكلة هنا بنفس القالية
+
+363
+00:26:52,910 --> 00:26:56,970
+اللي روحنا اشتغلناها متذكرين الـ roulette وعملية
+
+364
+00:26:56,970 --> 00:27:01,550
+ال selection و بحدد النسب عشان نعرف ال probability
+
+365
+00:27:01,550 --> 00:27:04,490
+لكل واحد منهم و بنختار جديش القيمة من خلال ال
+
+366
+00:27:04,490 --> 00:27:07,210
+roulette فكتير كويس ترجع لل genetic algorithm لأنه
+
+367
+00:27:07,210 --> 00:27:09,530
+الأن أصبحت المشكلة بطلت neural network صارت
+
+368
+00:27:09,530 --> 00:27:12,630
+genetic algorithm فنفس ال process تبعت ال genetic
+
+369
+00:27:12,630 --> 00:27:16,190
+algorithm و اللي موجودة في محاضرتنا السابق ان شاء
+
+370
+00:27:16,190 --> 00:27:19,660
+اللهتمام ال mutation كل اللي بنعمله ان احنا بنغير
+
+371
+00:27:19,660 --> 00:27:25,540
+بشكل راندومي بقيمة صغيرة بقيمة صغيرة جدا اللي هو
+
+372
+00:27:25,540 --> 00:27:29,520
+عملية ان ممكن نضرب ال term اللي موجود بقيمة من
+
+373
+00:27:29,520 --> 00:27:32,940
+minus one to one بمعنى انه fractions بقيم
+
+374
+00:27:32,940 --> 00:27:37,400
+fractions لأي gene ممكن نسميه من ال genes اللي
+
+375
+00:27:37,400 --> 00:27:41,740
+موجودة او من القيم اللي موجودة و خلاص بهذا الشكل
+
+376
+00:27:41,740 --> 00:27:46,360
+بنكون عملنا عملية mutation فإذا هتشوف على الشكل
+
+377
+00:27:47,840 --> 00:27:50,520
+اللي موجودة عندنا كيف بتتم هذا الموضوع الحقيقة
+
+378
+00:27:50,520 --> 00:27:55,560
+بتتم من خلال انه هي neural network وهي ال
+
+379
+00:27:55,560 --> 00:28:00,950
+chromosome تبعها فتوزيعالـ weights يمثل الكرمزوم
+
+380
+00:28:00,950 --> 00:28:04,370
+اللي على الشمال اللي احنا شايفينه تمام بالنسبة لل
+
+381
+00:28:04,370 --> 00:28:09,450
+neural التانية ك topology هو هو لكن بيختلف مجموعة
+
+382
+00:28:09,450 --> 00:28:13,610
+ال weights بتاعتنا فبصير في عندي كرمزوم اخر هذه
+
+383
+00:28:13,610 --> 00:28:17,470
+حالة هذا كرمزوم وهذه حالة هذا كرمزوم كرمزومين
+
+384
+00:28:17,470 --> 00:28:21,950
+هدولة بنيجي بنعمل معاهم منهم crossover بمعنى انه
+
+385
+00:28:21,950 --> 00:28:30,130
+ببدل من ال nodesبنبدل ال nodes فهنا هناخد لل child
+
+386
+00:28:30,130 --> 00:28:35,350
+number one for example ال weights تبعت ال node
+
+387
+00:28:35,350 --> 00:28:38,450
+الأولى اللي هي الرقم أربعة هنا رجدتش واحد اتنين
+
+388
+00:28:38,450 --> 00:28:45,600
+تلاتة اللي هي رقم تلاتة أول واحدة فرقم تلاتة هيهذا
+
+389
+00:28:45,600 --> 00:28:50,140
+الجزء اللي خاص بال weight سبعونها weight جايها من
+
+390
+00:28:50,140 --> 00:28:52,880
+ال input الأول وال weight التاني مضروف في اللي
+
+391
+00:28:52,880 --> 00:28:58,880
+جايها من ال input التاني تمام فهذه بناخدها من ال
+
+392
+00:28:58,880 --> 00:29:02,960
+topology الأولى أو من ال chromosome الأول الجزء
+
+393
+00:29:02,960 --> 00:29:07,160
+التاني الجزء التاني ممكن ناخده مثلا من الجزء
+
+394
+00:29:07,160 --> 00:29:11,280
+التاني من ال chromosome رقم اتنين فالجزء التاني هو
+
+395
+00:29:11,280 --> 00:29:15,640
+اللي خاص باربعةخاص باربع طبعا مش هروح اخد تلاتة من
+
+396
+00:29:15,640 --> 00:29:19,120
+هنا و ارجع اخد تلاتة من هنا خلاص خلصنا تلاتة
+
+397
+00:29:19,120 --> 00:29:24,480
+فتلاتة تمثل بال two weights هدول بننزلهم زي ما هما
+
+398
+00:29:24,480 --> 00:29:30,600
+تمام خلصنا منهم رقم اربعة بناخدها مثلا من رقم
+
+399
+00:29:30,600 --> 00:29:37,460
+اتنين فبتنزل من رقم اتنين تمام خلاص نزلناها
+
+400
+00:29:37,460 --> 00:29:44,480
+التالتة ممكن برضهنحدد نقول نعمل بشكل randomly
+
+401
+00:29:44,480 --> 00:29:48,580
+نختارها من هنا ولا من هنا نفترض طلعت معا اتنين من
+
+402
+00:29:48,580 --> 00:29:54,120
+اتنين فبننزلها من اتنين هي الرابعة او اخر جزء اللي
+
+403
+00:29:54,120 --> 00:29:57,100
+هو رقم ستة لان عندي واحدة اتنين تلاتة اربعة اللي
+
+404
+00:29:57,100 --> 00:30:00,800
+هو من تلاتة لستة هم هدولة اللي فيهم weights فحنقول
+
+405
+00:30:00,800 --> 00:30:05,080
+هدى لأ اجى اختيارها من واحد فبننزلها من واحد هدا
+
+406
+00:30:05,080 --> 00:30:08,400
+هي تمام
+
+407
+00:30:08,400 --> 00:30:12,570
+صار في عند هنا ايشكانتج لـ child number one هذا
+
+408
+00:30:12,570 --> 00:30:18,640
+صار يمثلك رمزوم جديد يمث .. يمثلك رمزومتماما جديد
+
+409
+00:30:18,640 --> 00:30:23,060
+لما نيجي نسقط قيمه على نفس الشبكة أكيد هتطلع نتائج
+
+410
+00:30:23,060 --> 00:30:30,220
+تماما مختلفة صح؟ أكيد طيب نعكس لأن ال child القارن
+
+411
+00:30:30,220 --> 00:30:34,340
+لل child a هذا هو هيكون ال child b اللي هو بدل ما
+
+412
+00:30:34,340 --> 00:30:39,780
+ناخد رقم تلاتة من واحد هناخد رقم تلاتة من مين؟ من
+
+413
+00:30:39,780 --> 00:30:45,580
+اتنين و اتنية اربعة وخمسة هنا أخدناهم من اتنين
+
+414
+00:30:45,580 --> 00:30:51,060
+هناخدهم هناك من واحدوالاخير رقم ستة أخدناها من
+
+415
+00:30:51,060 --> 00:30:53,840
+واحد لأ هناخدها من اتنين فبصير في عند ال child
+
+416
+00:30:53,840 --> 00:30:57,600
+قارين برضه نفس الكلام بنسقطه على ال topology تبعنا
+
+417
+00:30:57,600 --> 00:31:02,160
+و بنقيس ال output عشان نحسب مين ال errors او ال
+
+418
+00:31:02,160 --> 00:31:07,600
+sum of squared errors فبنشوف مين الأحسن و بنكمل
+
+419
+00:31:08,450 --> 00:31:12,790
+child by child by child لما نكمل ال population
+
+420
+00:31:12,790 --> 00:31:15,850
+الكاملة اللي احنا اتكلمنا عنها انا محتاج ستة مثلا
+
+421
+00:31:15,850 --> 00:31:19,670
+محتاج عشرين محتاج خمسين يدش محتاج عشان نعملهم
+
+422
+00:31:19,670 --> 00:31:23,190
+generation بنولدهم بنقول ان هي هذا هيك generation
+
+423
+00:31:23,190 --> 00:31:27,470
+كامل بنشوف قيمه عشان نرجع نعيد نفس الكرة كمان مرة
+
+424
+00:31:27,470 --> 00:31:33,470
+نشوف مين الأقلو الأقل هدا بنعطيه وزن أعلى بنعطيه
+
+425
+00:31:33,470 --> 00:31:36,630
+probability أعلى عشان نعمل الـ roulette لاحقا و
+
+426
+00:31:36,630 --> 00:31:41,050
+نرجع نعيد نفس الكلام كمان مرة الآن عملية ال
+
+427
+00:31:41,050 --> 00:31:46,490
+mutation زي ما قلنا كجين هنا احنا قلنا في بداية
+
+428
+00:31:46,490 --> 00:31:53,550
+المحاضرة انه الجين يمثل هنا ال node فحنقول
+
+429
+00:31:53,550 --> 00:31:57,070
+ان والله ال probability بتاعة ال mutation جرت انه
+
+430
+00:31:57,070 --> 00:32:02,740
+اه بدنا نعمل mutation لالكروموزوم هذا صحي قيمتها
+
+431
+00:32:02,740 --> 00:32:06,280
+جليلة لكن بدنا نعمل لها mutation تمام فالمutation
+
+432
+00:32:06,280 --> 00:32:09,020
+هذه خلّيني اقول ان واحد اتنين تلاتة التلاتة رقم
+
+433
+00:32:09,020 --> 00:32:12,220
+تلاتة الجين التالت بدنا نعمل لها ال mutation الجين
+
+434
+00:32:12,220 --> 00:32:17,660
+التالت هذا اللي هو خاص بمين خاص برقم تلاتة اربع
+
+435
+00:32:17,660 --> 00:32:23,760
+خمسة بال node رقم خمسة تمام فإذا انتفقنا ان ال
+
+436
+00:32:23,760 --> 00:32:27,840
+node رقم خمسة ايش بدنا نعمل لهاميوتيشن كويس جدا
+
+437
+00:32:27,840 --> 00:32:34,340
+لميوتيشن هذه باجي على ال 0.4 0.4 ايش بنسوي لها
+
+438
+00:32:34,340 --> 00:32:39,340
+بنشوف رقم من minus one to one بشكل randomly و
+
+439
+00:32:39,340 --> 00:32:45,370
+بنضيفه او بنطرحه منها عادةعادة طبعا مش بالضرورة
+
+440
+00:32:45,370 --> 00:32:48,690
+تكون إلزامة إذا كانت هي القيمة موجة بقى فمنطرح
+
+441
+00:32:48,690 --> 00:32:52,770
+منها إذا كانت سالبة نجمع عليها مش أكتر من هي عساس
+
+442
+00:32:52,770 --> 00:32:58,290
+أنه الرقم في الآخر مايزدش ك absolute عن الواحد أو
+
+443
+00:32:58,290 --> 00:33:01,130
+ال minus واحد يعني مايجلش عن ال minus واحد ومايزدش
+
+444
+00:33:01,130 --> 00:33:04,890
+عن الواحد تمامممكن تعمل بهذا الشكل عشان تدايم
+
+445
+00:33:04,890 --> 00:33:08,950
+اتحافظ على القيم مقبولة فخلينا نقول هنا مثلا
+
+446
+00:33:08,950 --> 00:33:12,670
+القيمة اللي بدنا نفترضها من minus one to one هي 0
+
+447
+00:33:12,670 --> 00:33:21,090
+.5 نص فهنا هنطرح نص ونجمع نص هيترحنا نص من ال 0.4
+
+448
+00:33:21,090 --> 00:33:27,310
+فصارت minus 0.1 وجمعنا نص على minus 0.3 فصارت 0.2
+
+449
+00:33:28,280 --> 00:33:33,060
+فهذه صارت طفرة صار بهذا الشكل ال .. الناتج بعد
+
+450
+00:33:33,060 --> 00:33:35,800
+عملية ال mutation الناتج بعد عملية ال mutation
+
+451
+00:33:35,800 --> 00:33:39,480
+صارت هذه الشبكة أو هذا هو neural network اللي بدنا
+
+452
+00:33:39,480 --> 00:33:43,120
+نجربها ندخل مجموعة ال inputs و نضرب في مجموعة ال
+
+453
+00:33:43,120 --> 00:33:46,780
+weights و نجمع و نشوف ال output طب جدش فيه error؟
+
+454
+00:33:46,780 --> 00:33:48,880
+طب ال sample التاني او التالتة الرابعة عشان نخلص
+
+455
+00:33:48,880 --> 00:33:52,440
+كل ال samples اللي في ال dataset بتاعتنا و نجمع
+
+456
+00:33:52,440 --> 00:33:57,460
+مجموعة ال errors و نقول هذا كويس او مش كويس and so
+
+457
+00:33:57,460 --> 00:34:03,470
+on طبعاand so on الان can GA او genetic algorithms
+
+458
+00:34:03,470 --> 00:34:08,790
+help us to selection the network architecture او
+
+459
+00:34:08,790 --> 00:34:13,730
+topology اه بنقدر الحقيقة بدلاش نطول فيها كتير لكن
+
+460
+00:34:13,730 --> 00:34:20,350
+خليني نقول انه بكل بساطة بنقدر يعني الفكرة البسيطة
+
+461
+00:34:20,350 --> 00:34:24,010
+فيها ان احنا نفترض ان في عندى عدد كبير من ال
+
+462
+00:34:24,010 --> 00:34:28,280
+topologiesكويس العدد الكبير من ال topologies هذه
+
+463
+00:34:28,280 --> 00:34:31,960
+مش بالضروري ان اقعد اعمل شبكات كتيرة لأ انا ممكن
+
+464
+00:34:31,960 --> 00:34:35,780
+افترض شبكة كبيرة و افترض ال connections هذه موجودة
+
+465
+00:34:35,780 --> 00:34:39,380
+ولا مش موجودة او ال nodes موجودة ولا مش موجودة
+
+466
+00:34:39,380 --> 00:34:43,860
+خليني اشوف كيف ان بعمل encoding ل ال network
+
+467
+00:34:43,860 --> 00:34:47,320
+architecture وهذا هي الأهم اما بعد ذلك عملية ال
+
+468
+00:34:47,320 --> 00:34:50,930
+geneticoperators مش مش مشكلة اطلاقا ان انت بتعملها
+
+469
+00:34:50,930 --> 00:34:53,070
+زي ال genetic algorithm بالظبط اللي احنا اتقلمناها
+
+470
+00:34:53,070 --> 00:34:56,910
+سابقا دايما الفكرة وين في عملية ال encoding كيف
+
+471
+00:34:56,910 --> 00:35:02,070
+انا امثل المشكلة من خلال ال chromosome من خلال ال
+
+472
+00:35:02,070 --> 00:35:04,670
+chromosome بعد ذلك ماهو انت خلاص اذا صار عندك ال
+
+473
+00:35:04,670 --> 00:35:07,550
+chromosome العملية هي هي تاعة ال genetic algorithm
+
+474
+00:35:07,550 --> 00:35:11,880
+بتغيرش فيها حاجةفإذا كل اللي بنعمله هنا ان ال
+
+475
+00:35:11,880 --> 00:35:16,320
+connection topology لل neural network بنقدر نمثلها
+
+476
+00:35:16,320 --> 00:35:22,200
+باستخدام squaredاش connectivity matrix من خلال
+
+477
+00:35:22,200 --> 00:35:27,380
+matrix بحيث أنه نقول ال nodes ك columns و نفس ال
+
+478
+00:35:27,380 --> 00:35:32,140
+nodes ك rows و بنشوف هل في connection between them
+
+479
+00:35:32,140 --> 00:35:34,820
+ولا لأ إذا في connection فبنقول عليها واحد إذا
+
+480
+00:35:34,820 --> 00:35:37,920
+مافيش connection فبنقول عنها صفر فهذا رقم اتنين
+
+481
+00:35:37,920 --> 00:35:42,930
+الخطوة رقم اتنينالخطوة رقم تلاتة بنبدأ ان نعمل
+
+482
+00:35:42,930 --> 00:35:47,230
+transform ل ال connectivity matrix هذه لمين؟ ل ..
+
+483
+00:35:47,230 --> 00:35:52,370
+ال .. ال chromosome بحيث انه انقيم من خلال ال
+
+484
+00:35:52,370 --> 00:35:55,670
+chromosome هل يوجد connection بين كل node والتانية
+
+485
+00:35:55,670 --> 00:36:00,090
+ولا لأ؟ إذا وجدت معناته في خط بينهم، topology
+
+486
+00:36:00,090 --> 00:36:03,330
+موجود، إذا لم توجد معناته، topology غير موجود، زي
+
+487
+00:36:03,330 --> 00:36:08,170
+المثال هذا يكون أكثر وضوحاواللي ممكن يكون ترجمة
+
+488
+00:36:08,170 --> 00:36:12,590
+أوضح لل slide اللي جابله التلات خطوات اللي جالهم
+
+489
+00:36:12,590 --> 00:36:15,370
+في ال slide اللي جابله تماما هيها زي هنا بالظبط
+
+490
+00:36:15,370 --> 00:36:21,830
+انه هيها neural network تمثل باستخدام matrix هي ال
+
+491
+00:36:21,830 --> 00:36:24,990
+matrix squared matrix squared matrix ليش؟ لأنه
+
+492
+00:36:24,990 --> 00:36:29,990
+عندي node اتنين تلاتة اربعة خمسة ستة فهتكون ستة في
+
+493
+00:36:29,990 --> 00:36:37,290
+ستة هتكون بالظبط هي ستةفي ستة عشان اقول هل يوجد
+
+494
+00:36:37,290 --> 00:36:43,530
+connection between one to one two to one three to
+
+495
+00:36:43,530 --> 00:36:49,810
+one seven to one كله zeros معناته مافيشأي input
+
+496
+00:36:49,810 --> 00:36:55,850
+جاي لمين لواحد مافيش اي حاجة عكسية جاية من اتنين
+
+497
+00:36:55,850 --> 00:36:59,810
+او تلاتة او اربعة او خمسة او ستة راجعة لواحد فكله
+
+498
+00:36:59,810 --> 00:37:03,130
+zeros نفس الكلام لمين لاتنين على اعتبار ان هي في
+
+499
+00:37:03,130 --> 00:37:06,550
+ال layer بتاع ال input ومافيش عندي feedback انا
+
+500
+00:37:06,550 --> 00:37:09,090
+ماتكلمش عن recurrence neural network لو في
+
+501
+00:37:09,090 --> 00:37:11,490
+recurrence neural network كان الموضوع اختلف كان
+
+502
+00:37:11,490 --> 00:37:15,320
+الموضوع زي ال hub fieldمتذكرين ال hopfield؟ ارجعوا
+
+503
+00:37:15,320 --> 00:37:18,120
+لها برضه لمحاضرات ال unsupervised هتلاقوا انه لأ
+
+504
+00:37:18,120 --> 00:37:22,870
+كان في مجال ان يكون فيه feedback اما هنا لأneural
+
+505
+00:37:22,870 --> 00:37:26,070
+supervised احنا بنتكلم supervised مافيش مجال انه
+
+506
+00:37:26,070 --> 00:37:28,950
+يكون في عندنا feedback فهنلاقيهم zeros بالنسبة لل
+
+507
+00:37:28,950 --> 00:37:31,590
+input بالنسبة للرقم تلاتة دخلنا هنا في ال hidden
+
+508
+00:37:31,590 --> 00:37:34,710
+layer في ال hidden layer و اول node في ال hidden
+
+509
+00:37:34,710 --> 00:37:37,670
+layer رقم تلاتة فهي رقم تلاتة من مين ماخدة ماخدة
+
+510
+00:37:37,670 --> 00:37:41,330
+من واحد و من اتنين فمعناه ان ال topology موجودة
+
+511
+00:37:41,330 --> 00:37:45,350
+هنا ال topology موجودة فإذا هقول انه تلاتة هتاخد
+
+512
+00:37:45,350 --> 00:37:51,980
+من واحد و من اتنين فواحد واحدو الباقية أصفر كويس
+
+513
+00:37:51,980 --> 00:37:56,160
+أربعة هقول لأ هي ماخدة فقط من واحد و مش ماخدة من
+
+514
+00:37:56,160 --> 00:37:58,840
+اتنين لحظوا هي بيانت ال topology هي ال topology
+
+515
+00:37:58,840 --> 00:38:06,900
+بيانت يعني كأنه ال node من من اتنين لاربعة zero
+
+516
+00:38:06,900 --> 00:38:12,500
+كأنها zero يعني انا فعليا كأني بقول انه المفروض
+
+517
+00:38:12,500 --> 00:38:17,790
+يكون في connection بس انا مابديش إياه فانحذففغيرنا
+
+518
+00:38:17,790 --> 00:38:23,510
+في ال topology حقيقة تمام جدا خمسة خمسة نفس الكلام
+
+519
+00:38:23,510 --> 00:38:27,350
+لأ ماخدة من اتنين مش ماخدة من واحد بلاش مش ماخدة
+
+520
+00:38:27,350 --> 00:38:30,890
+من واحد بس فعليا هقول ان هذا ال topology هو احسن
+
+521
+00:38:30,890 --> 00:38:34,910
+topology اعطان اتائج فانا مش ملزم انه لازم يكون في
+
+522
+00:38:34,910 --> 00:38:39,130
+عندى full connection صحيح؟ طيب كمان حاجة تانية انا
+
+523
+00:38:39,130 --> 00:38:43,010
+مش ملزم التزم layer by layer بمعنى ان ال
+
+524
+00:38:43,010 --> 00:38:48,110
+connections between two adjacent layersبين ال
+
+525
+00:38:48,110 --> 00:38:52,150
+input و ال hidden بس لأ ممكن يكون بين ال input و
+
+526
+00:38:52,150 --> 00:38:56,190
+ال second hidden أو ال input و ال output مباشرة زي
+
+527
+00:38:56,190 --> 00:38:59,230
+لما نيجي نقول رقم ستة ستة هي ماخدة من تلاتة okay
+
+528
+00:38:59,230 --> 00:39:02,850
+من أربع ماشي من خمسة ماشي بس ماخدة من اتنين كمان
+
+529
+00:39:02,850 --> 00:39:07,630
+ماخدة من اتنين قد يكون ال topology هذا يسري عملية
+
+530
+00:39:07,630 --> 00:39:11,310
+ال learning يعطينا نتائج أفضليعطي convergence
+
+531
+00:39:11,310 --> 00:39:14,590
+مناسبة احنا ماكناش ماخدين بالنا منها سابقا فعشان
+
+532
+00:39:14,590 --> 00:39:18,990
+هيك هذا كيف بتحقق ان اعمل connection بين اي نقطة و
+
+533
+00:39:18,990 --> 00:39:24,390
+لا اي نقطة من خلال squared matrix لان اي نقطة او
+
+534
+00:39:24,390 --> 00:39:29,950
+اي node ممكن توصل لأي nodeخلّي التبرج هي اللي تروح
+
+535
+00:39:29,950 --> 00:39:34,070
+تقول إيش أحسن architecture ممكنة إيش أحسن
+
+536
+00:39:34,070 --> 00:39:37,830
+architecture ممكنة فبعد ذلك بعد ما عملنا هذه
+
+537
+00:39:37,830 --> 00:39:41,190
+الحالة من الحالات هذه واحدة من الحالات هذه حالة
+
+538
+00:39:41,190 --> 00:39:45,050
+أولى يعني كأنني بدي أمثلها الآن ب chromosome كيف
+
+539
+00:39:45,050 --> 00:39:50,230
+بدي أمثلها ب chromosome بجي باخدهم 6 0 كمان 6 0 هي
+
+540
+00:39:50,230 --> 00:39:56,050
+12 0 فهنا بنحط بنصفط ل 12 0 بعدين 1 1هي one one
+
+541
+00:39:56,050 --> 00:40:01,430
+اربع zero هي الاربع zero one خمسة zero one خمسة
+
+542
+00:40:01,430 --> 00:40:04,770
+zero و بعدين تحت فيه كمان zero بكمل الستة جبل
+
+543
+00:40:04,770 --> 00:40:11,090
+الواحد فبنصفتهم row by row صف صف بنصفتهم ورا بعض و
+
+544
+00:40:11,090 --> 00:40:15,570
+بقول هذا هي كعملت encoding لمينعملت encoding للـ
+
+545
+00:40:15,570 --> 00:40:18,950
+topology قبل شوية طريقة اللي قبل هيك خلصناها و
+
+546
+00:40:18,950 --> 00:40:23,030
+انتهينا منها و انتهى و خلصناها كنا بنعمل لمن؟ لل
+
+547
+00:40:23,030 --> 00:40:26,150
+weights هلوجد بنعمل لل topology لل connections هل
+
+548
+00:40:26,150 --> 00:40:28,510
+يوجد connections ولا لا يوجد connections فهذا
+
+549
+00:40:28,510 --> 00:40:32,430
+كرمزوم أول ممكن أروح أغير فيه و أقول كرمزوم رقم
+
+550
+00:40:32,430 --> 00:40:38,630
+اتنين تلاتة أربعة خمسة ستة طيب لكل كرمزوم لكرمزوم
+
+551
+00:40:38,630 --> 00:40:44,090
+هذهكيف بقدر اعمل عملية ال adaptation بعد هيك؟ كيف
+
+552
+00:40:44,090 --> 00:40:47,790
+بقدر اكمل ال learning؟ حقيقة بعد ما نعمل هذا
+
+553
+00:40:47,790 --> 00:40:53,190
+الكلام لاحظوا ايش اللي بدو يصير هذا كله عشان اعمله
+
+554
+00:40:53,190 --> 00:40:57,790
+test اختبار احنا قولنا الاختبار تبعنا ل supervised
+
+555
+00:40:57,790 --> 00:41:01,390
+neural network ايش هو؟ اكيد ال error فانا بدروح
+
+556
+00:41:01,390 --> 00:41:07,410
+اعمل squared error او sum of squared errors لمين؟
+
+557
+00:41:08,170 --> 00:41:13,010
+هذا الانليكوميزوم هذا لحاله جوا genetic algorithm
+
+558
+00:41:13,010 --> 00:41:16,890
+كمان لإيش؟ لل weights، الطريقة اللي توقرنا نتكلم
+
+559
+00:41:16,890 --> 00:41:21,050
+عنها، بمعنى إنه عند الواحد وواحد هدول، طبعا مش
+
+560
+00:41:21,050 --> 00:41:25,500
+هخليها قيمة واحد هنا، هبدأ أحطلها weightsوأشوف
+
+561
+00:41:25,500 --> 00:41:31,100
+أفضل weights ممكنة لكن طبعا بحاولش أبالغ كتير في
+
+562
+00:41:31,100 --> 00:41:35,080
+ال number of chromosomes داخل ال generation
+
+563
+00:41:35,080 --> 00:41:38,900
+الواحدة اللي هي number of population بحاولش أبالغ
+
+564
+00:41:38,900 --> 00:41:43,200
+كتير لأن الموضوع صار ضخم جدا كل architecture من
+
+565
+00:41:43,200 --> 00:41:46,180
+هدول يعني كل chromosome عملية ال evaluation تبعته
+
+566
+00:41:46,180 --> 00:41:52,340
+هي genetic algorithm لل weights بحد ذاتها متخيلين
+
+567
+00:41:52,340 --> 00:41:57,480
+الموضوع كيف؟تمام بأعمل generation أو بأعمل
+
+568
+00:41:57,480 --> 00:42:02,740
+creation لكرمزوم آخر لكرمزوم آخر عشان نعمله test
+
+569
+00:42:02,740 --> 00:42:07,000
+برضه بنفس القالية هو نفسه هيكون عملية ال test
+
+570
+00:42:07,000 --> 00:42:12,260
+تبعته genetic algorithm خاصة بحد ذاتها خاصة بنفسها
+
+571
+00:42:12,260 --> 00:42:17,740
+لل adaptation لل weights طيب لكرمزوم اللي وراه و
+
+572
+00:42:17,740 --> 00:42:22,600
+اللي وراه و اللي وراه و and so on طيبقد تعملوا لكل
+
+573
+00:42:22,600 --> 00:42:25,640
+كرومزوم بالـ neural عادية انك تفترض ان هذه neural
+
+574
+00:42:25,640 --> 00:42:29,580
+network أو تعطيها random ل values لاماكن ال ones
+
+575
+00:42:29,580 --> 00:42:34,000
+هذه تمام؟ و تعمل مجموعة a box و خلاص و تريح حالك،
+
+576
+00:42:34,000 --> 00:42:37,360
+سابت كاش تظلك مش طلع نفس الكلام و ممكن في نفس
+
+577
+00:42:37,360 --> 00:42:41,120
+الوجهة هي نفس أصلا عملية ل training تكون باستخدام
+
+578
+00:42:41,120 --> 00:42:43,520
+ال genetic algorithm الطريقة اللي شرحناها قبل شوية
+
+579
+00:42:43,520 --> 00:42:48,830
+الطريقة اللي شرحت قبل شوية تمام؟فاملاحظين جداش حجم
+
+580
+00:42:48,830 --> 00:42:54,730
+الشغل، هذا الشكل هيكون حجم كامل الشغل، تمام؟ فإذا
+
+581
+00:42:54,730 --> 00:42:58,990
+مبدأيا هي ال topology، هي ال topology تبعتنا،
+
+582
+00:42:58,990 --> 00:43:03,430
+تمام؟ عشان نعمل عملية evaluation و يطلع حاجة اسمها
+
+583
+00:43:03,430 --> 00:43:07,240
+ال fitnessالـ fitness الـ sheer fitness ال error
+
+584
+00:43:07,240 --> 00:43:11,880
+ال sum of squared error فحددناها لأ هى topology
+
+585
+00:43:11,880 --> 00:43:15,380
+أولى تانية تالتة رابعة هى ملاحظين الرسم كيف شكلها
+
+586
+00:43:15,380 --> 00:43:18,760
+كأنه وراك ورا بعضه لأن هى كل واحدة topology كل
+
+587
+00:43:18,760 --> 00:43:21,900
+واحدة بدها عملية evaluation بحيث ذاتها عشان بناء
+
+588
+00:43:21,900 --> 00:43:26,420
+على قيمة ال evaluation تبعتها قيمة ال evaluation
+
+589
+00:43:26,420 --> 00:43:31,640
+تبعتها نعمل ال roulette ننشئ ال rouletteمتخيلين
+
+590
+00:43:31,640 --> 00:43:35,320
+الموضوع؟ هننشئ الـ roulette هذه بناء على قيم ال
+
+591
+00:43:35,320 --> 00:43:37,840
+fitness .. بناء على قيم ال fitness بحيث أنه يكون
+
+592
+00:43:37,840 --> 00:43:43,020
+مجموحهم كله ال one hundred percent عشان نحددها و
+
+593
+00:43:43,020 --> 00:43:47,280
+نعمل selection لمن؟ ل .. ل ال chromosomes اللي
+
+594
+00:43:47,280 --> 00:43:51,540
+مرشحة لل crossover فبنعمل crossover عشان نبدأ
+
+595
+00:43:51,540 --> 00:43:57,220
+عملية التبديلمن parent .. من two parents to two
+
+596
+00:43:57,220 --> 00:44:01,180
+children .. child number one .. child number two
+
+597
+00:44:01,180 --> 00:44:04,400
+ثم بنعمل عملية mutation وعملية ال mutation مجرد ان
+
+598
+00:44:04,400 --> 00:44:08,240
+احنا بس بنغير القيم .. ايش يعني بغير القيم؟ يعني
+
+599
+00:44:08,240 --> 00:44:12,640
+بدل ما كانت واحد ال connection انه موجود بخليه صفر
+
+600
+00:44:12,640 --> 00:44:15,340
+ال connection غير موجود او ال connection غير موجود
+
+601
+00:44:15,340 --> 00:44:19,790
+بخليه يصير موجودنخلّيه موجود فهذا بعد ذلك بيصير في
+
+602
+00:44:19,790 --> 00:44:24,290
+عندي ايش generation الجديدة ال generation الجديدة
+
+603
+00:44:24,290 --> 00:44:27,590
+بترجع بتحل مكان ال generation القديمة عشان نرجع
+
+604
+00:44:27,590 --> 00:44:30,390
+برضه كل chromosome من هدولة يمثل architecture
+
+605
+00:44:30,390 --> 00:44:35,410
+ويمثل architecture واحد اتنين تلتة هنا مثلا مثلي
+
+606
+00:44:35,410 --> 00:44:37,650
+تلتة هو المفروض يكون ايش في عندي واحد اتنين تلتة
+
+607
+00:44:37,650 --> 00:44:41,450
+اربع خمسة ستة سبعة for example لو هنا في عندي سبعة
+
+608
+00:44:41,450 --> 00:44:45,330
+فهيكون في عندي سبعة عشان نعمل evaluationويرجع لل
+
+609
+00:44:45,330 --> 00:44:48,610
+روليت كمان مرة and so on و هكذا فهيك بنكون خلصنا
+
+610
+00:44:48,610 --> 00:44:52,690
+جيل كامل بدأنا من generation I و روحنا ل
+
+611
+00:44:52,690 --> 00:44:58,110
+generation I plus one and so on and so on فهذه
+
+612
+00:44:58,110 --> 00:45:01,990
+كانت هي طريقتنا اللي كانت خاصة بدمج genetic
+
+613
+00:45:01,990 --> 00:45:07,630
+algorithm مع ال neural network او حسننا ال neural
+
+614
+00:45:07,630 --> 00:45:12,110
+network باستخدام ال genetic algorithmو بذلك بنكون
+
+615
+00:45:12,110 --> 00:45:16,150
+استخدمناها لنقطين مهمات جدا و هما فعلا مشكلة كبيرة
+
+616
+00:45:16,150 --> 00:45:19,290
+في مين؟ في neural network ال neural network بضمنش
+
+617
+00:45:19,290 --> 00:45:22,990
+أن هي عملت ال globalization بمعنى أن مجموعة ال
+
+618
+00:45:22,990 --> 00:45:28,010
+weights هي في النهاية local بمعنى أنا مش ضامن أبدا
+
+619
+00:45:28,010 --> 00:45:32,810
+أن مجموعة ال weights النهائية هي أفضل قيم ممكنة
+
+620
+00:45:32,810 --> 00:45:35,830
+هذه أول مشكلة المشكلة التانية كانت في ال topology
+
+621
+00:45:35,830 --> 00:45:39,350
+نفسه أنا مش ضامن أن أصلا شكل ال topology هو نفسه
+
+622
+00:45:39,350 --> 00:45:43,660
+optimalتبرجى نفسه هل هو optimal ولا لأ وبعدين هل
+
+623
+00:45:43,660 --> 00:45:47,320
+انا مجبور ان اعمل connection بين layer to layer
+
+624
+00:45:47,320 --> 00:45:51,520
+اللي تابعة ال next layer بس طب ما انا ممكن يكون من
+
+625
+00:45:51,520 --> 00:45:54,040
+ال layer رقم واحد لرقم تلت على طول اعمل
+
+626
+00:45:54,040 --> 00:45:57,760
+connections فعشان هيك ال full connection هذه بين
+
+627
+00:45:57,760 --> 00:46:03,020
+كل ال layers مثلناها باستخدام مينال matrix المربعة
+
+628
+00:46:03,020 --> 00:46:06,360
+و اعطيناها اريحية ان ممكن يكون في connection او لأ
+
+629
+00:46:06,360 --> 00:46:09,640
+و genetic algorithm هي اللي randomly تدورنا على
+
+630
+00:46:09,640 --> 00:46:14,740
+افضل topology ممكنة فبذلك بنكون حسننا بدنا نوّه بس
+
+631
+00:46:14,740 --> 00:46:18,240
+لنقطة ان هذا التحسين كان لا يمكن يتم بدون ال
+
+632
+00:46:18,240 --> 00:46:21,880
+processors العالية الأيام هذه والسرعات العالية
+
+633
+00:46:21,880 --> 00:46:28,350
+لأجهزة الحواسيب فهذه ساعدت ان الواحد يقدر يطورالـ
+
+634
+00:46:28,350 --> 00:46:35,210
+AI محتاجة كالكوليشنز عاليةفي الشغل فال genetic
+
+635
+00:46:35,210 --> 00:46:38,190
+algorithm الحقيقة بتعطينك calculations عالية بس في
+
+636
+00:46:38,190 --> 00:46:42,670
+المقابل فيها ميزة كويسة جدا تشتغل على stochastic
+
+637
+00:46:42,670 --> 00:46:46,750
+model و ال stochastic model هذا بيضمنلي انه مايجعش
+
+638
+00:46:46,750 --> 00:46:50,170
+في ال localization او ال local minima او ال local
+
+639
+00:46:50,170 --> 00:46:54,030
+maxima بهذا بنكون خلصنا هذا الجزئية عشان المرة
+
+640
+00:46:54,030 --> 00:46:58,050
+القادمة ان شاء الله تعالى نعمل دمج بين برضه ال
+
+641
+00:46:58,050 --> 00:47:01,090
+genetic algorithm و نشوف كيف بده تحسنلي في أداء
+
+642
+00:47:01,090 --> 00:47:05,150
+الفزيExpert System فللمرة القادمة أعطيكم العافية
+
+643
+00:47:05,150 --> 00:47:05,590
+وبركة الله
+
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/fh8mY8eJcqk.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/fh8mY8eJcqk.srt
new file mode 100644
index 0000000000000000000000000000000000000000..27ce948276791d31795946829f7b78aad1bc798e
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/fh8mY8eJcqk.srt
@@ -0,0 +1,2014 @@
+1
+00:00:04,930 --> 00:00:06,730
+بسم الله الرحمن الرحيم والصلاة والسلام على أشرف
+
+2
+00:00:06,730 --> 00:00:09,410
+الأنبياء والمرسلين سيدنا محمد وعلى آله وصحبه
+
+3
+00:00:09,410 --> 00:00:13,190
+أجمعين. عزيزنا الطلبة، نكمل موضوع الـ evolutionary
+
+4
+00:00:13,190 --> 00:00:16,050
+computation واللي بدأناه في الـ genetic algorithm
+
+5
+00:00:16,050 --> 00:00:20,510
+وانتهينا منه بشكل كامل في المحاضرتين السابقتين، الآن
+
+6
+00:00:20,510 --> 00:00:26,310
+هناخد two models جداد، أو two algorithms جداد لنفس
+
+7
+00:00:26,310 --> 00:00:29,110
+الفكرة، الـ evolution كيف أنا ممكن أشطر على الـ
+
+8
+00:00:29,110 --> 00:00:34,150
+evolution، التطور، بس بطريقة فهم مختلفة، طريقة فهم
+
+9
+00:00:34,150 --> 00:00:38,030
+مختلفة شوية. فحناخد الـ evolution strategies وحناخد
+
+10
+00:00:38,030 --> 00:00:41,410
+الـ genetic programming. هدول الطريقتين طريقة بسيطة
+
+11
+00:00:41,410 --> 00:00:45,790
+بسيطة وجيدة، وبتستخدم في الحلول الحقيقية، ولهما
+
+12
+00:00:45,790 --> 00:00:49,180
+ميزات. فنبدأ في واحدة واحدة، ونشوف بناءً على أي شيء
+
+13
+00:00:49,180 --> 00:00:52,300
+بتشتغل. فنبدأ بالـ evolution strategies أو
+
+14
+00:00:52,300 --> 00:00:56,560
+استراتيجيات التطور. استراتيجيات التطور هذه حقيقة
+
+15
+00:00:56,560 --> 00:01:02,200
+نفس فكرة داروين، وفكرة التطور والنشوء والارتقاء، و
+
+16
+00:01:02,200 --> 00:01:04,860
+الفكرة اللي بدأنا منها المرة اللي فاتت، وروحنا لـ
+
+17
+00:01:04,860 --> 00:01:08,340
+genetic algorithm كنموذج رياضي. الآن نفس الفكرة،
+
+18
+00:01:08,340 --> 00:01:11,800
+ولكن هذه ظهرت في الستينات، حقيقة، في ألمانيا، في
+
+19
+00:01:11,800 --> 00:01:16,240
+بداية الستينات، وكانت تحت اسم الـ evolution strategy
+
+20
+00:01:17,000 --> 00:01:21,600
+وكانت مبنية على نفس الفكرة، حقيقة، اللي هو التطور، كيف
+
+21
+00:01:21,600 --> 00:01:26,240
+أنا ممكن أطور الحل؟ كيف ممكن عندك حل، وتحاول تطور
+
+22
+00:01:26,240 --> 00:01:29,760
+في نتائج هذا الحل؟ طبعاً بناءً على fitness، أنت لازم
+
+23
+00:01:29,760 --> 00:01:33,500
+تكون عارفها، لأن هي هذه معيار التطور الحقيقي، أو
+
+24
+00:01:33,500 --> 00:01:38,580
+معيار الحل، كيف بده يكون. فنبدأ بشكل سريع في الـ
+
+25
+00:01:38,580 --> 00:01:42,700
+basic evolution strategies. الميزة اللي هنا حقيقة
+
+26
+00:01:42,700 --> 00:01:46,710
+أن أنا مش محتاج أعمل chromosomes كثيرة. أنا ما نحتاج
+
+27
+00:01:46,710 --> 00:01:48,610
+أعمل chromosomes كثيرة. أنا محتاج chromosome واحد
+
+28
+00:01:48,610 --> 00:01:52,570
+فقط، لا أكثر ولا أقل، وبجرب عليه. إذا والله تطور
+
+29
+00:01:52,570 --> 00:01:55,670
+بحيث أنه يعطينا نتيجة أفضل، بناخد النتيجة الأفضل. ما
+
+30
+00:01:55,670 --> 00:01:59,730
+تطورش، خلاص بنضلنا على الـ parent، وبنحاول نعدل
+
+31
+00:01:59,730 --> 00:02:04,110
+عليه أكثر. نعمل تطور بطريقة مختلفة شوية. طيب، هذا
+
+32
+00:02:04,110 --> 00:02:10,150
+الكلام بيستدعي أننا نبدأ الآن، ونقول أنه مبدئياً
+
+33
+00:02:10,150 --> 00:02:14,510
+بقول هذا من سالب واحد لواحد. فعادة بيسموه one to
+
+34
+00:02:14,510 --> 00:02:19,830
+one evolution strategy. هذه كاختصار، أو term ممكن
+
+35
+00:02:19,830 --> 00:02:23,730
+يستخدم برضه لوصف هذه الطريقة. نبدأ مباشرة، step
+
+36
+00:02:23,730 --> 00:02:28,390
+number one. بنختار number of parameters، الـ
+
+37
+00:02:28,390 --> 00:02:32,790
+parameters هذه هي أهم شغلة كنا نستخدمها في الـ
+
+38
+00:02:32,790 --> 00:02:37,400
+chromosome. كنت عشان أقول بدي أعمل الـ chromosome،
+
+39
+00:02:37,400 --> 00:02:41,740
+أنشئ الـ chromosome تبعي، إيش بتسوّي؟ كنا بنقول بدي x و
+
+40
+00:02:41,740 --> 00:02:47,400
+y، وx هذه بحط لها مجموعة bit string حسب أنا قد إيش بدي
+
+41
+00:02:47,400 --> 00:02:49,620
+الـ accuracy زي ما ذكرنا في المحاضرة السابقة، اللي
+
+42
+00:02:49,620 --> 00:02:52,640
+جابلها، قد إيش الـ accuracy بدي إياها؟ فبزود عدد الـ bits
+
+43
+00:02:52,640 --> 00:02:56,340
+تبعي، ونفس الكلام لـ y، ونحطهم كلهم مع بعض كـ
+
+44
+00:02:56,340 --> 00:03:00,560
+concatenation. بنعملهم concatenation مع بعض بحيث
+
+45
+00:03:00,560 --> 00:03:05,600
+أنه يصير string واحد، وبنقول هذا حل. ممكن هنا لأ
+
+46
+00:03:05,600 --> 00:03:10,060
+احنا هنا هنتكلم أنه x و y هدول ممكن يكونوا أكثر
+
+47
+00:03:10,060 --> 00:03:15,960
+من مجرد x و y في المعادلة، يعني الـ f، الـ
+
+48
+00:03:15,960 --> 00:03:28,960
+f of x هذه قد تكون مثلاً عبارة عن x1, x2, x3, x4,
+
+49
+00:03:29,700 --> 00:03:36,270
+to xn. فإذن كمعادلة هي الحقيقة مبنية على أكثر
+
+50
+00:03:36,270 --> 00:03:44,250
+من متغير، أكثر من متغير. ممكن يكون n variables في
+
+51
+00:03:44,250 --> 00:03:48,070
+الحالة اللي احنا شايفينها أمامنا. فباجي أمسكهم متغير
+
+52
+00:03:48,070 --> 00:03:53,650
+متغير. فبحول المتغير الأول x1 هذا، قد إيش الـ interval
+
+53
+00:03:53,650 --> 00:03:57,850
+اللي بيتحرك داخلها؟ بمعنى إيش أقل قيمة ممكنة له، وإيش
+
+54
+00:03:57,850 --> 00:04:04,450
+أكبر قيمة ممكنة له. فبالتالي هنقول في عندي x1
+
+55
+00:04:04,450 --> 00:04:17,470
+minimum لـ x1، maximum. تمام؟ هذه الهامش تبع x1، and
+
+56
+00:04:17,470 --> 00:04:26,370
+x2 minimum to x2 maximum. هذا المتغير الثاني. طب
+
+57
+00:04:26,370 --> 00:04:29,470
+نلاحظوا قد إيش عدد المتغيرات عندي في المعادلة؟ كل هذه
+
+58
+00:04:29,470 --> 00:04:32,450
+المتغيرات في المعادلة. فإذا نستمر في هذا الكلام
+
+59
+00:04:32,450 --> 00:04:45,370
+لـ عندما نصل لمين؟ لـ xn minimum لـ xn maximum.
+
+60
+00:04:45,370 --> 00:04:54,950
+تمام. فإذا هنا مبدئياً حددنا كل القيم الممكنة لكل
+
+61
+00:04:54,950 --> 00:05:00,710
+واحد من المتغيرات اللي موجودين عندنا. هذه أول جزئية.
+
+62
+00:05:00,710 --> 00:05:05,700
+تمام. بعد التحديد هذا، بنختار بشكل randomly، بشكل
+
+63
+00:05:05,700 --> 00:05:09,300
+randomly، هيها بنعمل selection لـ initial value لكل
+
+64
+00:05:09,300 --> 00:05:12,580
+الـ parameters اللي موجودين.. موجودين عندنا بحيث
+
+65
+00:05:12,580 --> 00:05:17,360
+أنه x1 بختار له قيمة بين الـ minimum والـ maximum، و
+
+66
+00:05:17,360 --> 00:05:22,920
+هنقول هذه هي قيمة x1، المهم أنها لازم تكون داخل الـ
+
+67
+00:05:22,920 --> 00:05:31,050
+interval هذه. كويس. بعدها بنختار x2، x3، x4 to xn، لـ من؟
+
+68
+00:05:31,050 --> 00:05:36,650
+لـ xn. أخيراً بنختارها. كجزء أخير، بتكون هيك اتحددت
+
+69
+00:05:36,650 --> 00:05:41,170
+عندي حل. الحل ده هو حل واحد، حقيقة، حل واحد بعمله
+
+70
+00:05:41,170 --> 00:05:44,290
+evaluation. ماذا يعني evaluation؟ يعني خطوة رقم
+
+71
+00:05:44,290 --> 00:05:47,530
+ثلاثة. بنحسب الـ solution associated with a parent
+
+72
+00:05:47,530 --> 00:05:54,530
+parameters. فبنكون حسبنا الـ f of x1, x2, x3 to xn
+
+73
+00:05:54,530 --> 00:05:57,770
+اللي احنا جبناها، اللي احنا هذه جبناها مع بعض،
+
+74
+00:05:57,770 --> 00:06:04,830
+معناها، تمام. بعد ذلك بدنا نجيب الجيل الجديد. هل
+
+75
+00:06:04,830 --> 00:06:08,170
+أنا محتاج أقول والله عندي عدد n من الـ chromosomes؟
+
+76
+00:06:08,170 --> 00:06:11,730
+لأ، هو chromosome واحد بشتغل فيه، لا أكثر ولا أقل.
+
+77
+00:06:11,730 --> 00:06:18,990
+لكن بنعمل منه الـ.. الـ child تبعه، أو الابن تبعه
+
+78
+00:06:18,990 --> 00:06:25,850
+كالتالي: مجرد أنه بجيب x جديدة، هي تساوي x
+
+79
+00:06:25,850 --> 00:06:34,300
+القديمة plus a from zero to deltax from zero to
+
+80
+00:06:34,300 --> 00:06:37,820
+delta. فكل اللي بنعمله هنا الحقيقة أنه أشوف القيمة
+
+81
+00:06:37,820 --> 00:06:44,580
+القديمة قد إيش كانت، وبعدين بضرب.. بجمعها على حاجة
+
+82
+00:06:44,580 --> 00:06:49,360
+بهذا الشكل، standard deviation. الـ standard deviation
+
+83
+00:06:49,360 --> 00:06:54,020
+هذه الـ center تبعها أكيد عند الـ a أو عند الـ zero.
+
+84
+00:06:54,020 --> 00:07:03,520
+فعلياً عند zero، وفي مسافة delta، في مسافة delta
+
+85
+00:07:03,520 --> 00:07:09,680
+حوليه. فأنا عدلت قيمته بقيمة delta حولين القيمة
+
+86
+00:07:09,680 --> 00:07:15,760
+السابقة. بعد ما تطلع، نضربها في gain اسمه a، تمام.
+
+87
+00:07:15,760 --> 00:07:21,760
+فإذا هنا الـ deviation تبعتنا delta، والـ a ده هيكون
+
+88
+00:07:21,760 --> 00:07:28,340
+الـ mean تبعتنا zero، with mean 0، هي. فبدأنا من 0 طبعاً.
+
+89
+00:07:28,340 --> 00:07:31,840
+إذا كان طلع 0 practically، طلع 0 برضه، بناخدها
+
+90
+00:07:31,840 --> 00:07:34,880
+randomly. على فكرة، randomly إيش يعني؟ يعني ببدأ
+
+91
+00:07:34,880 --> 00:07:39,120
+أقوله طلع لي القيم بشكل randomly من صفر لـ delta، من
+
+92
+00:07:39,120 --> 00:07:44,080
+صفر لـ delta، وخلاص. الـ 0 لـ delta هذه قد إيش ما تطلع، تطلع
+
+93
+00:07:44,080 --> 00:07:47,960
+بـ.. بجمعها مع مين؟ أو بعد ما نضربها طبعاً في قيمة a.
+
+94
+00:07:47,960 --> 00:07:55,800
+ممكن يتم تحديدها، قيمة a هذه كمعدل تعلم مثلاً، ويجمع
+
+95
+00:07:55,800 --> 00:08:01,980
+على القيمة السابقة لـ xi. تمام. أصبحت كأنه بعد ما
+
+96
+00:08:01,980 --> 00:08:07,360
+نجمع ونخلص الكلام، كأنه أنا بشتغل على الـ standard
+
+97
+00:08:07,360 --> 00:08:13,560
+deviation حولين الـ xi السابقة، الـ xi القديمة، بـ
+
+98
+00:08:13,560 --> 00:08:19,680
+standard deviation delta مضروبة في a، أو a delta a.
+
+99
+00:08:19,680 --> 00:08:24,120
+delta ممكن قبل أو بعد، بس احنا بنجمعها، عملية جمع
+
+100
+00:08:24,120 --> 00:08:30,300
+فقط، بنجمعها، عملية جمع فقط. تمام. فبنقدر نقول أن احنا
+
+101
+00:08:30,300 --> 00:08:33,620
+جبنا قيمة جديدة لـ x1، على اعتبار أن بدأنا بـ
+
+102
+00:08:33,620 --> 00:08:44,360
+i هي واحد، ثم i2، i3، i4، i5 to in. كويسة. عملنا sequence
+
+103
+00:08:44,360 --> 00:08:49,580
+جديد كامل. بإيش بنروح وبنعمله؟ بنطبق بس كل الموضوع
+
+104
+00:08:49,580 --> 00:08:54,940
+الـ functional value تبعته، بمعنى أن أنا بتطبيق f of
+
+105
+00:08:54,940 --> 00:08:55,500
+x عليه.
+
+106
+00:08:58,620 --> 00:09:04,020
+وجدنا أن التغيير أعطاني قيمة أفضل.. إيش يعني
+
+107
+00:09:04,020 --> 00:09:07,080
+قيمة أفضل؟ أنا بدي maximize، ففعلاً الـ f of x
+
+108
+00:09:07,080 --> 00:09:12,040
+الجديدة طلعت أكثر من الـ f of x القديمة، فبنثبته كحل
+
+109
+00:09:12,040 --> 00:09:16,580
+.. بنثبته كحل، وبستثني الـ parent solution، لأ، باخد
+
+110
+00:09:16,580 --> 00:09:20,260
+الـ child solution، فالـ.. أو الـ offspring solution.
+
+111
+00:09:20,260 --> 00:09:25,120
+هذا اللي احنا حصلنا عليه. في الحالة هذه بيكون صار
+
+112
+00:09:25,120 --> 00:09:30,820
+evolution، صار تطور. طيب، وجدنا أنه لأ، أسوأ، بمعنى أن
+
+113
+00:09:30,820 --> 00:09:33,800
+الـ parent solution كان أفضل، لأ، بنضلنا على الـ
+
+114
+00:09:33,800 --> 00:09:38,400
+parent solution، وبنعدل كمان مرة بقيمة delta
+
+115
+00:09:38,400 --> 00:09:43,980
+مختلفة، عفواً بقيمة.. بقيمة من صفر لـ delta randomly
+
+116
+00:09:43,980 --> 00:09:47,960
+و مختلفة. ممكن تكون ليش؟ لأن احنا بنعمل عملية هذه n
+
+117
+00:09:47,960 --> 00:09:53,820
+مرة لكل حل. نعملها n مرة، مرة لـ x1، لـ x2، لـ x3، لـ xn.
+
+118
+00:09:53,820 --> 00:09:59,510
+فأكيد هيصير تبادل، تبادل في القيم، وتتغير القيم بشكل
+
+119
+00:09:59,510 --> 00:10:02,330
+عشوائي، stochastic. في النهاية احنا بنشتغل
+
+120
+00:10:02,330 --> 00:10:09,720
+stochastic model. كويس. عشان نحصل على الـ.. التطور
+
+121
+00:10:09,720 --> 00:10:14,440
+اللي ممكن يحصل. طيب، بنضلنا نعدل في هذا الكلام، وكل
+
+122
+00:10:14,440 --> 00:10:18,140
+شوية بنرجع، طبعاً هو نفس الكلام، إذا كانت القيمة أفضل
+
+123
+00:10:18,140 --> 00:10:23,400
+فبعمل replacement لـ الـ parent with child، otherwise
+
+124
+00:10:23,400 --> 00:10:28,020
+لأ، keep the parent parameters، بنضلنا على الحل
+
+125
+00:10:28,020 --> 00:10:32,940
+السابق. بعد هيك بنروح لرقم أربعة.. رقم أربعة أنه
+
+126
+00:10:32,940 --> 00:10:37,580
+إيش نسوي؟ أن نرجع نعدل كمان مرة للجيل القادم، والـ
+
+127
+00:10:37,580 --> 00:10:40,900
+الجيل اللي وراه، واللي وراه، واللي وراه، لعند امتى؟
+
+128
+00:10:40,900 --> 00:10:45,520
+.. لعند امتى؟ امتى بدي أوقف؟ إما أن أحدد عدد الـ
+
+129
+00:10:45,520 --> 00:10:48,980
+generations تبعتي، نقول والله خلاص بعد حد معين من
+
+130
+00:10:48,980 --> 00:10:53,760
+الـ generations، أو لما أصل لـ certification criteria،
+
+131
+00:10:53,760 --> 00:10:59,310
+أقول والله إذا.. الحل ما تطورش أكثر من قيمة معينة،
+
+132
+00:10:59,310 --> 00:11:03,670
+أو يعني صار عند قيمة مقبولة بالنسبالي. ممكن أحد الـ
+
+133
+00:11:03,670 --> 00:11:07,290
+three-fold معين، إذا بتعامل مع error مثلاً، إذا
+
+134
+00:11:07,290 --> 00:11:10,670
+بنتعامل مع قيمة error، لأ، الـ error إذا كان وصل لحد
+
+135
+00:11:10,670 --> 00:11:15,190
+مثلاً واحد من مية، خلاص، أوقف مثلاً. فإذا كان في مجال
+
+136
+00:11:15,190 --> 00:11:18,310
+أن يكون فيه certification criteria كثيرة، كويس،
+
+137
+00:11:18,810 --> 00:11:23,310
+criteria مرضية، مقبولة للخطأ، أو للحل، كثيرة كويس.
+
+138
+00:11:23,310 --> 00:11:27,410
+ما كنا بنعملها عادة. عدد generations، وبنحدد الـ
+
+139
+00:11:27,410 --> 00:11:30,810
+maximum number of generations عشان نوقف عنده، عشان
+
+140
+00:11:30,810 --> 00:11:35,850
+نوقف عنده. تمام. طيب، الـ evolution الحقيقة بيعكس الـ
+
+141
+00:11:35,850 --> 00:11:39,010
+nature of chromosome. هذا اللي حقيقة بيصير في الـ
+
+142
+00:11:39,010 --> 00:11:41,770
+chromosome. أنا مش.. مش هقعد أُولّد chromosomes كثيرة
+
+143
+00:11:41,770 --> 00:11:45,790
+عشان أقعد أطلع منهم حل. هو عادة بيكون في parent و
+
+144
+00:11:45,790 --> 00:11:50,170
+child على طول مباشرة. فهل بيصير فعلاً الـ revolution
+
+145
+00:11:50,170 --> 00:11:53,950
+أو الـ.. الـ evolution هذا، التطور، بينهم؟ ولا بيصيرش
+
+146
+00:11:53,950 --> 00:11:57,610
+التطور بينهم؟ هذا المفروض اللي عادة بيصير من
+
+147
+00:11:57,610 --> 00:12:01,350
+chromosome لـ chromosome. خلاص، يعني هو هيك الشكل، أو
+
+148
+00:12:01,350 --> 00:12:05,030
+الانعكاس الطبيعي. طيب، بدنا نكون عارفين أنه ممكن
+
+149
+00:12:05,030 --> 00:12:11,810
+واحد من الـ parameters هدول، تمام، نحافظ على قيمته، و
+
+150
+00:12:11,810 --> 00:12:17,290
+نغير قيم أخرى، نغير قيم parameters ثانية، أو
+
+151
+00:12:17,290 --> 00:12:20,990
+variables ثانية. فإذا ممكن نسيب هذا زي ما هو طبعاً،
+
+152
+00:12:20,990 --> 00:12:25,400
+إذا طلع صفر. إذا طلعت صفر لما بتعامل مع صفر من صفر
+
+153
+00:12:25,400 --> 00:12:28,980
+لـ delta، ما تعدلش، لأ، ضلت صفر. فخلاص معناته كأن أنا
+
+154
+00:12:28,980 --> 00:12:32,100
+حافظت عليه كما هو. أما الـ parameter الثاني، أو
+
+155
+00:12:32,100 --> 00:12:35,280
+المتغير، الـ variable الثاني، المتغير الثاني x2، ممكن
+
+156
+00:12:35,280 --> 00:12:39,420
+يتعدل، قيمته ممكن تتعدل. طب، هذا إيش معناه؟ الـ
+
+157
+00:12:39,420 --> 00:12:43,580
+genes ممكن تتغير، وممكن ما تتغيرش. هذا لإيش بده
+
+158
+00:12:43,580 --> 00:12:46,240
+يقودنا؟ بده يقودنا لحاجة موجودة فعلاً في الـ
+
+159
+00:12:46,240 --> 00:12:50,060
+nature، في الطبيعة، أنه الـ single gene، الجين
+
+160
+00:12:50,060 --> 00:12:52,660
+الواحد simultaneously ممكن يأثر على أكثر من
+
+161
+00:12:52,660 --> 00:12:55,940
+characteristics في بني آدم، بمعنى أن داخل
+
+162
+00:12:55,940 --> 00:12:59,520
+الكروموسوم ممكن يكون جين واحد، الجين هذا بيأثر،
+
+163
+00:12:59,520 --> 00:13:03,200
+نفترض على.. على إيش؟ على لون العيون، وفي نفس
+
+164
+00:13:03,200 --> 00:13:09,470
+الوجه، لون البشرة مثلاً، for example. تمام؟ أو لون
+
+165
+00:13:09,470 --> 00:13:14,790
+الشعر؟ تمام؟ فإذا هو نفس الجين هو هو، ممكن يأثر على
+
+166
+00:13:14,790 --> 00:13:17,070
+هذا، ويأثر على هذا، فيأثر على two characteristics
+
+167
+00:13:17,070 --> 00:13:24,890
+داخل الشخص، أو العضو الحي، داخل الكائن الحي هذا. وفي
+
+168
+00:13:24,890 --> 00:13:28,770
+ناحية ثانية، بدنا نأخذ بالنا أن الجين لحاله مش هو
+
+169
+00:13:28,770 --> 00:13:32,070
+الوحيد المسؤول عن الصفة هذه، لا، هي بتكون مجموعة
+
+170
+00:13:32,070 --> 00:1
+
+223
+00:17:15,250 --> 00:17:21,030
+..في ثالث chapter من الـ .. من آخر الفصل، كويس
+
+224
+00:17:21,030 --> 00:17:24,290
+فتعاملنا معه بأن كيف ممكن أعرف الـ function كـ
+
+225
+00:17:24,290 --> 00:17:28,310
+relation اللي أخذوا discrete، متذكرين؟ يمكن هذا
+
+226
+00:17:28,310 --> 00:17:32,950
+الموضوع، عشان نيجي نتكلم عن الـ Lisp وأقول إن الـ Lisp
+
+227
+00:17:32,950 --> 00:17:37,670
+هذا بتكون من .. كنا هناك بنقول بين relation والـ
+
+228
+00:17:37,670 --> 00:17:41,750
+atoms تبعته الـ relation والـ atoms، فهنا نفس الكلام
+
+229
+00:17:41,750 --> 00:17:46,360
+الـ Lisp هو عبارة عن symbol-oriented structure، هو
+
+230
+00:17:46,360 --> 00:17:50,220
+عبارة عن symbols، أنا بتعامل مع لغة، بتعامل مع الـ
+
+231
+00:17:50,220 --> 00:17:53,060
+symbols تبعتها، بحيث إن هي بتتكون من حاجة اسمها الـ
+
+232
+00:17:53,060 --> 00:17:56,320
+atom، الـ atoms، الذرة، فمعنى آخر أنا بتكلم عن الـ
+
+233
+00:17:56,320 --> 00:18:00,740
+unit الصغيرة، أقل unit موجودة ممكن أتعامل معها، اللي
+
+234
+00:18:00,740 --> 00:18:04,980
+هي الـ proposition أو الحقيقة الواحدة أو المتغير
+
+235
+00:18:04,980 --> 00:18:10,290
+الواحد، المتغير الواحد، and lists، الـ lists اللي هي
+
+236
+00:18:10,290 --> 00:18:14,410
+كيف ممكن أركبهم، نركبهم مع بعض، فـ for example، عشان
+
+237
+00:18:14,410 --> 00:18:17,350
+تكون الأمور واضحة، طبعا هي بسيطة جدا، أبسط مما
+
+238
+00:18:17,350 --> 00:18:22,630
+تتخيلوا، الحقيقة واللغة قديمة، يعني حاليا ما أعتقدش
+
+239
+00:18:22,630 --> 00:18:27,150
+أنه لسه بيشتغلوا عليها، لو أخدنا مثلا مثال minus
+
+240
+00:18:28,210 --> 00:18:31,750
+دائما الأقواس هي أهم شغلة في هذه اللغة، أن الأقواس
+
+241
+00:18:31,750 --> 00:18:36,050
+معناته أنا بدأت هنا list، بدأت list، كويس، فإذا
+
+242
+00:18:36,050 --> 00:18:41,330
+relation، يعني كأنها relation، هذه minus، مفتح قوس،
+
+243
+00:18:41,330 --> 00:18:50,430
+فإذا relation جواها علامة star A B، وسكر relation C
+
+244
+00:18:51,940 --> 00:18:56,480
+هذه زي ما قلنا، الأقواس الأولى اللي في الخارجية
+
+245
+00:18:56,480 --> 00:18:59,020
+معناته أنا في الـ relation، الـ relation الآن هذه
+
+246
+00:18:59,020 --> 00:19:05,480
+إلها عبارة عن minus relation، عبارة عن minus، فإذا
+
+247
+00:19:05,480 --> 00:19:09,300
+هي علاقة لـ minus، الـ minus هذه محتاجة كم atoms؟
+
+248
+00:19:09,300 --> 00:19:13,120
+أكيد اتنين، لأن أنا ما أقدرش أقول خمسة minus وأسكت
+
+249
+00:19:13,120 --> 00:19:18,480
+minus إيش؟ خمسة، لازم يعني الـ minus كـ operator لازم
+
+250
+00:19:18,480 --> 00:19:22,820
+يكون له طرفين، two atoms، فالطرفين تبعونها هي الـ two
+
+251
+00:19:22,820 --> 00:19:25,860
+terms اللي بيكونوا وراها، إذا في أقواس، معناته القوس
+
+252
+00:19:25,860 --> 00:19:35,140
+كله على بعضه، فإذا كأني بقول star a b ناقص c، بس هذه
+
+253
+00:19:35,140 --> 00:19:37,900
+لسه ما انفكتش، لأن هذه برضه كمان نفس الكلام
+
+254
+00:19:37,900 --> 00:19:40,300
+relation على بعضها، طيب الـ relation هذه عبارة عن
+
+255
+00:19:40,300 --> 00:19:45,550
+relation إيش؟ star، star يعني ضرب، ضرب معناه ذلك أنها
+
+256
+00:19:45,550 --> 00:19:51,750
+A مضروبة في B، وبعدين بنطلع ونعمل ناقص C، فهذه الـ
+
+257
+00:19:51,750 --> 00:19:56,110
+relation، هذه تعريفها، عُرفت بهذا الشكل كـ relation
+
+258
+00:19:56,110 --> 00:20:00,730
+form، كشكل علاقات، كشكل علاقات، واللي أخذت منها
+
+259
+00:20:00,730 --> 00:20:04,850
+جزئية الـ Lisp كبرمجة، كلغة برمجة، واللي بتستخدم
+
+260
+00:20:04,850 --> 00:20:09,410
+فعليا للـ AI أساسا، هي بتستخدم بشكل أساسي لغة
+
+261
+00:20:09,410 --> 00:20:13,750
+برمجة مُصممة للـ AI، تحديدًا للـ AI، تحديدًا، طيب كله
+
+262
+00:20:13,750 --> 00:20:15,870
+على بعض، وهذا لما نيجي نتكلم الآن عن الـ graphical
+
+263
+00:20:15,870 --> 00:20:22,610
+representation لهذا الكلام، وبرضه إذا رجعتوا شوية
+
+264
+00:20:22,610 --> 00:20:25,150
+للـ discrete، هتجدوا أنه كان في حاجة اسمها graph
+
+265
+00:20:25,150 --> 00:20:28,530
+أخدناها بعد الـ relation، فنفس الفكرة، كيف بقدر أعمل
+
+266
+00:20:28,530 --> 00:20:31,750
+graphical representation لـ relation معينة، لـ
+
+267
+00:20:31,750 --> 00:20:36,030
+relation معينة، بنسمي الـ S spring أو الـ symbolic
+
+268
+00:20:36,030 --> 00:20:41,140
+expression، فالـ symbolic expression as expressions
+
+269
+00:20:41,140 --> 00:20:47,860
+مباشرة، اللي هو بشكل symbolic، هذا كيف بتم؟ بتم
+
+270
+00:20:47,860 --> 00:20:52,720
+كتالي، أني أقول من هنا نفس الفكرة، الـ operation هي
+
+271
+00:20:52,720 --> 00:20:56,460
+عبارة عن إيش؟ minus، minus، معناته أنا بتعامل مع
+
+272
+00:20:56,460 --> 00:21:00,460
+minus بهذا الشكل، عملية minus، الـ minus هذه
+
+273
+00:21:00,460 --> 00:21:04,040
+graphically تمثل لإيش؟ لإثنين
+
+274
+00:21:06,490 --> 00:21:10,250
+children، لازم يكون في إليها إثنين children عشان
+
+275
+00:21:10,250 --> 00:21:15,730
+فعلا تؤدي وظيفتها، فلازم يكون في إليها فرعين، فرع
+
+276
+00:21:15,730 --> 00:21:18,850
+جاي هنا، وفرع جاي هنا، الفرع اللي جاي هنا هو الـ
+
+277
+00:21:18,850 --> 00:21:24,390
+term الأول فيها، اللي هيكون عبارة عن star a و b، و
+
+278
+00:21:24,390 --> 00:21:27,070
+نسكره هيك، لأن هذا لسه برضه واضح أن هذا عبارة عن
+
+279
+00:21:27,070 --> 00:21:33,710
+قيمة، لسه بدها تفكير كويس، القيمة الثانية c، هذا الـ
+
+280
+00:21:33,710 --> 00:21:37,990
+term، ما أقدرش أسيبه بهذا الشكل، ما نقدرش نسيبه بهذا الشكل
+
+281
+00:21:37,990 --> 00:21:43,570
+لأ، هو عبارة عن عملية، العملية هذه إيش اسمها؟ عملية
+
+282
+00:21:43,570 --> 00:21:48,930
+ضرب، فـ star هنا طبعا خلاص هنا وصلنا للـ atom مباشرة
+
+283
+00:21:48,930 --> 00:21:54,150
+أما الـ operation، العملية، الـ operation هذه محتاجة a و
+
+284
+00:21:54,150 --> 00:21:59,710
+B، فبتم تمثيلها بهذا الشكل، بهذا الشكل، بمعنى أن الـ
+
+285
+00:21:59,710 --> 00:22:04,850
+expression ككل هي expression لـ minus، minus من مين؟
+
+286
+00:22:04,850 --> 00:22:12,150
+من مين؟ minus الـ C، من مين؟ من ناتج عملية، ناتج
+
+287
+00:22:12,150 --> 00:22:17,830
+العملية هذه، الشيء A في B، فكأني بقول A في B ناقص C
+
+288
+00:22:17,830 --> 00:22:23,660
+A في B ناقص C، هذه الأسس الحقيقة الأساسية في الـ
+
+289
+00:22:23,660 --> 00:22:27,680
+expression في لغة الـ Lisp، وهي نفس اللي هنستخدمها
+
+290
+00:22:27,680 --> 00:22:32,640
+الآن في شغلنا، فهي نفس الفكرة، الحقيقة لاحظوا
+
+291
+00:22:32,640 --> 00:22:38,000
+relation للـ minus، بس relation هذه عبارة عن الـ term
+
+292
+00:22:38,000 --> 00:22:41,650
+هذا كله، واللي هو operation .. ناتج operation كاملة
+
+293
+00:22:41,650 --> 00:22:47,550
+ناقص C كـ atom .. كـ atom، لكن هذه مش atom خاصة بحد
+
+294
+00:22:47,550 --> 00:22:53,350
+ذاتها، هي نفسها expression أصلا، فعبارة عن A مضروب
+
+295
+00:22:53,350 --> 00:23:01,230
+في B، والناتج ناقص C، بهذا الشكل، تمام. Okay، كيف بدي
+
+296
+00:23:01,230 --> 00:23:04,510
+أستخدم الـ genetic algorithm؟ يعني أنت يا دكتور
+
+297
+00:23:04,510 --> 00:23:11,470
+رجعتنا هيك لـ .. لسنة تالتة، للـ .. الـ discrete، لإيش؟
+
+298
+00:23:11,470 --> 00:23:14,770
+إيش الهدف منه؟ الهدف منه كان التالي، إن إحنا بدنا
+
+299
+00:23:14,770 --> 00:23:18,110
+نشوف كيف أنا ممكن أستخدم الـ expression ده، أو الـ
+
+300
+00:23:18,110 --> 00:23:23,790
+genetic programming، واللي بتستخدم بالعادة الـ S
+
+301
+00:23:23,790 --> 00:23:29,020
+expression، وهنشوف الآن، هنطعمها بجزئية الـ .. الـ
+
+302
+00:23:29,020 --> 00:23:32,020
+operations بتاعة مين؟ بتاعة الـ genetic، اللي هي
+
+303
+00:23:32,020 --> 00:23:36,260
+بتعمل crossover وبتعمل mutation عليها، كيف هذا بده
+
+304
+00:23:36,260 --> 00:23:40,200
+يتم؟ هنشوف، هناخده من خلال Pythagorean theorem،
+
+305
+00:23:40,200 --> 00:23:43,400
+طبعا هي مش الهدف، الـ Pythagorean theorem، إحنا طبيعي
+
+306
+00:23:43,400 --> 00:23:47,440
+مش هنيجي إن ما عملناش genetic algorithm أو genetic
+
+307
+00:23:47,440 --> 00:23:51,770
+programming عشان نحل نظرية فيثاغورس، أكيد لأ،
+
+308
+00:23:51,770 --> 00:23:56,130
+أكيد مش هذا هو الهدف الأساسي، لكن هذا كمثال، كمثال
+
+309
+00:23:56,130 --> 00:24:00,270
+إنه كيف بده يتم استخدام الـ genetic programming في
+
+310
+00:24:00,270 --> 00:24:05,050
+هذا الموضوع، فنبدأ نشوف
+
+311
+00:24:07,940 --> 00:24:11,120
+كيف أنا ممكن من الـ Genetic Programming أصل
+
+312
+00:24:11,120 --> 00:24:17,060
+للمعادلة الفيثاغورسية، واللي هي بتقولنا إيش C بتساوي
+
+313
+00:24:17,060 --> 00:24:21,020
+جذر التربيع لـ A تربيع plus B تربيع، حد اللي خاصة
+
+314
+00:24:21,020 --> 00:24:24,320
+بمين؟ خاصة بالمثلث قائم الزاوية، أو الـ right
+
+315
+00:24:24,320 --> 00:24:30,580
+triangle، اللي عندها، بحيث إنه يكون عبارة عن A في B
+
+316
+00:24:30,580 --> 00:24:35,360
+وهي الـ A وهي الـ B، وفي عند الـ C، بحيث إنه قائم
+
+317
+00:24:35,360 --> 00:24:39,320
+الزاوية، ممكن يكون هذا الشكل، ممكن يكون هذا الشكل الآخر
+
+318
+00:24:39,320 --> 00:24:45,380
+برضه لمثلث قائم الزاوية، برضه A B وC، ممكن يكون هذا
+
+319
+00:24:45,380 --> 00:24:46,660
+الشكل آخر تماما
+
+320
+00:24:49,610 --> 00:24:56,990
+هي A B وC، بس كلهم .. كلهم المفروض بدنا نعمل لهم
+
+321
+00:24:56,990 --> 00:25:04,330
+معادلة لمثلث قائم الزاوية، طيب خليني أكبر الموضوع
+
+322
+00:25:04,330 --> 00:25:08,790
+شوية، وأقول إن أنا بدي أعمله modeling، يعني أنا في
+
+323
+00:25:08,790 --> 00:25:12,990
+عندي مجموعة inputs هيها، هدول الـ inputs، أنا مش عارف
+
+324
+00:25:12,990 --> 00:25:15,010
+إيش معادلتهم، بدنا نعمل حالة، ومش عارفين إيش
+
+325
+00:25:15,010 --> 00:25:17,810
+معادلتهم، بدنا نعملهم modeling، يعني بدنا نجيب لهم
+
+326
+00:25:17,810 --> 00:25:21,210
+علاقة، بدنا نجيب relations بين أطرافهم كلهم على
+
+327
+00:25:21,210 --> 00:25:24,610
+بعض، فكلمة modeling الآن، أتوقع اللي صار بشتغل في
+
+328
+00:25:24,610 --> 00:25:28,990
+الـ control، صار بشتغل في الـ advanced topics، صار لأ
+
+329
+00:25:28,990 --> 00:25:32,410
+يفهم إن الموضوع أكبر من مجرد هي في الغرفة، لأ أنا
+
+330
+00:25:32,410 --> 00:25:37,350
+عندي مجموعة علاقات، وبدنا نعمل لها modeling، يعني
+
+331
+00:25:37,350 --> 00:25:40,570
+بدنا نطلع لها معادلة، بدنا نطلع لها معادلة، هي
+
+332
+00:25:42,790 --> 00:25:47,730
+مجموعة من المثلثات، هاي مجموعة من المثلثات، قعدنا
+
+333
+00:25:47,730 --> 00:25:50,730
+نرسم أضلاع، المهم أنه فيه ضلعين منهم يكونوا
+
+334
+00:25:50,730 --> 00:25:56,350
+قائمين، وقعدنا نرسم زوايا، قعدنا نرسم زوايا
+
+335
+00:25:56,350 --> 00:25:59,710
+الثانية مختلفين، اللي هم .. اللي هم علاقة بمين؟
+
+336
+00:25:59,710 --> 00:26:04,810
+بالوتر، معنى دائما حط بهذا الشكل قائم، وأغير في
+
+337
+00:26:04,810 --> 00:26:09,070
+الوتر، مرة حطه هيك، مرة حطه هيك، مرة حطه هيك، كل مرة
+
+338
+00:26:09,070 --> 00:26:12,490
+هيطلع لك مثلث مختلف عن الثاني، بس كلهم قائم الزاوية
+
+339
+00:26:12,490 --> 00:26:16,450
+كله قائم الزاوية، وبناء عليه بتتغير قيمة A وB عشان
+
+340
+00:26:16,450 --> 00:26:22,150
+نحصل على C مختلفة كل مرة، فإعطاني هنا مجموعة قياسات
+
+341
+00:26:22,150 --> 00:26:30,960
+لثلاثة أضلاع، دائما لمثلث قائم الزاوية، دائما لمثلث قائم
+
+342
+00:26:30,960 --> 00:26:35,900
+الزاوية، فيعطينا مثلا، لما يكون الـ side a ثلاثة، الـ
+
+343
+00:26:35,900 --> 00:26:40,780
+side b خمسة، بيطلع الوتر 5.83 مثلا، لما يكون ثمانية وأربعة عشر، بيطلع 16.13
+
+344
+00:26:40,780 --> 00:26:45,100
+واحدة، ثمانية عشر واثنين بيطلع
+
+345
+00:26:45,100 --> 00:26:48,840
+18.13، وإلى آخره، ثمانية عشر واثنين و ثلاثين وواحد عشر بيطلع
+
+346
+00:26:48,840 --> 00:26:52,200
+33.11، و ثلاثون وأحد عشر بيطلع
+
+347
+00:26:52,200 --> 00:26:56,300
+33.83، أربعة وثلاثين  أكيد هذه مشهورة جدا، بتطلع خمسة مباشرة، and so
+
+348
+00:26:56,300 --> 00:27:00,120
+on، الآن اللي ظهر عندك هي observations بهذا الشكل،
+
+349
+00:27:00,120 --> 00:27:04,660
+وهذا الكلام بتقدر تطبقه على أي نظرية أخرى، أنه
+
+350
+00:27:04,660 --> 00:27:09,240
+والله أنت عندك مجموعة قياسات، زي بالظبط لما بتروح
+
+351
+00:27:09,240 --> 00:27:12,720
+المختبر، مش بتروح المختبر بتقيس الـ voltage وعندك
+
+352
+00:27:12,720 --> 00:27:16,810
+المقاومة، وبناء عليه بتحسب الـ .. بتحسب قيمة الـ
+
+353
+00:27:16,810 --> 00:27:20,450
+current، وبتحط مشاهدتك، بتكتب ملاحظتك، وبعد هيك بتقول
+
+354
+00:27:20,450 --> 00:27:24,410
+والله بدي أجيب معادلة بينهم، بدي أجيب منهم معادلة
+
+355
+00:27:24,410 --> 00:27:27,730
+فأنت كل اللي عملته إنك أنت عملت قياسات، قيمة الـ
+
+356
+00:27:31,630 --> 00:27:35,590
+current كذا، قيمة الـ voltage كذا، المعايرة،
+
+357
+00:27:35,590 --> 00:27:40,200
+المقاومة كذا، وممكن تكون مقاومة متغيرة، فـ .. بتتغير
+
+358
+00:27:40,200 --> 00:27:42,880
+معاك، ممكن يكون دايوود، فبدك تجيب قديش قيمة الدايوود
+
+359
+00:27:42,880 --> 00:27:47,980
+وكيف شكل الـ behavior بين الـ V والـ I، and so on، ففي
+
+360
+00:27:47,980 --> 00:27:51,920
+النهاية أنت بدك تجيب behavior بين مجموعة الـ
+
+361
+00:27:51,920 --> 00:27:55,280
+observations اللي أنت شفتهم، تمام، فخلينا نقول
+
+362
+00:27:55,280 --> 00:28:01,380
+مبدئيا، randomly حطينا معادلات مختلفة، randomly هيك
+
+363
+00:28:01,380 --> 00:28:07,820
+قلنا خلينا نقول الـ water بيساوي A تكعيب ناقص جذر
+
+364
+00:28:07,820 --> 00:28:13,220
+B plus A في B، كلام أي أي expression، أي
+
+365
+00:28:13,220 --> 00:28:19,000
+expression، فنطلع بهذا الشكل، فهي expression أولى، هي
+
+366
+00:28:19,000 --> 00:28:22,940
+symbolic expression أولى على الشمال، وهي expression
+
+367
+00:28:22,940 --> 00:28:28,630
+ثانية أو symbolic expression ثانية على اليمين، واحدة
+
+368
+00:28:28,630 --> 00:28:32,250
+يمين، واحدة شمال، سيبك من الـ curve اللي إحنا عاملينه
+
+369
+00:28:32,250 --> 00:28:35,650
+هذا، لكن هذا مستقلة وهذا مستقلة، مبدئيا هذا model
+
+370
+00:28:35,650 --> 00:28:41,850
+معين، معادلة معينة، وبدنا نعملها test، إيش هنعملها
+
+371
+00:28:41,850 --> 00:28:47,150
+test؟ يعني أطبق عليها، هل فعلا لو ضربت A في A، هايهم
+
+372
+00:28:47,150 --> 00:28:51,990
+هذه A في A، هنكتبهم شوية مع بعض، نشوف هذه مثلا
+
+373
+00:28:51,990 --> 00:28:56,110
+المعادلة هذه، طبعا هو هنا كتبها حسب الـ Lisp، حسب الـ Lisp
+
+374
+00:28:56,110 --> 00:29:00,410
+هي مكتوبة تحت، تمام، إحنا نكتبها كمعادلة من الشكل، كيف
+
+375
+00:29:00,410 --> 00:29:02,990
+بقدر أمثلها رياضيا، بالرياضيات اللي أنتم عارفينها؟
+
+376
+00:29:02,990 --> 00:29:08,170
+هقول A في A، معناته A تربيع، هاي A تربيع، خلصنا من
+
+377
+00:29:08,170 --> 00:29:19,690
+هذا، زائد، زائد، زائد إيش هنا؟ A ناقص B، A ناقص B، كل
+
+378
+00:29:19,690 --> 00:29:24,550
+هذا خلصنا، كل جزء هذا، وين square؟ تحت الجذر
+
+379
+00:29:27,230 --> 00:29:36,950
+كله، ناقص A، تمام، كل هذا على، هي على، هي، خلصنا، الناقص
+
+380
+00:29:36,950 --> 00:29:44,970
+ناقص A، هنا فيها دي، over، تمام، على قديش؟ حاصل ضرب
+
+381
+00:29:44,970 --> 00:29:52,860
+A في B، فإذا أنت عندك A B، هي شكل المعادلة الأولى، يعني
+
+382
+00:29:52,860 --> 00:29:56,700
+واضح أنه مالهاش أي علاقة في .. في .. في the growth
+
+383
+00:29:56,700 --> 00:30:00,660
+ نهائيا، لكن إحنا في النهاية بنشتغل randomly، أي
+
+384
+00:30:00,660 --> 00:30:04,220
+معادلة تطلع قدامنا وخلاص، وخليها شوية شوية الـ
+
+385
+00:30:04,220 --> 00:30:07,760
+genetic programming هي اللي هتعدلها، لما نوصلنا
+
+386
+00:30:07,760 --> 00:30:10,820
+للحل، هي اللي هتخليها تعدل .. تعدل .. تعدل .. تعدل
+
+387
+00:30:10,820 --> 00:30:12,120
+.. تعدل .. تعدل .. تعدل .. تعدل .. تعدل .. تعدل ..
+
+388
+00:30:12,120 --> 00:30:12,720
+تعدل .. تعدل .. تعدل .. تعدل .. تعد
+
+445
+00:34:12,100 --> 00:34:14,280
+أو الـ measurements التانية والثالثة والرابعة لما
+
+446
+00:34:14,280 --> 00:34:17,460
+نخلصهم كلهم، لما نخلصهم كلهم، وجمعهم، أقول له هيك سَكرت
+
+447
+00:34:17,460 --> 00:34:21,280
+الـ error قيمتها كذا، زادت، قلت، مين الأفضل هذه؟
+
+448
+00:34:21,280 --> 00:34:25,500
+العملية الحقيقية، ممكن نشتغل عليها، فهنا بتكون عملنا
+
+449
+00:34:25,500 --> 00:34:30,040
+crossover كأول عملية من عمليات الـ genetic algorithm
+
+450
+00:34:30,040 --> 00:34:32,100
+التانية اللي ممكن نعملها هي الـ mutation
+
+451
+00:34:32,100 --> 00:34:36,680
+فـ الـ mutation في الـ genetic programming بكل بساطة
+
+452
+00:34:36,680 --> 00:34:42,020
+برضه باجي بقول جدش في احتمال أن أعمل mutation نفس
+
+453
+00:34:42,020 --> 00:34:45,200
+الكلام، توي كنا برضه المفروض نقول أن احنا بدنا نحسب
+
+454
+00:34:45,200 --> 00:34:48,460
+في الأول جدش احنا احتمال أن أعمل على المعادلة هذه
+
+455
+00:34:48,460 --> 00:34:52,640
+عملية crossover عشان نعمل crossover، وبعد ذلك
+
+456
+00:34:52,640 --> 00:34:58,080
+هنقول برضه كاحتمالية عندنا، كل operation هي واحد
+
+457
+00:34:58,080 --> 00:35:02,200
+اتنين، تلاتة، أربعة، جدش عددهم كلهم هيك، لو افترض أن
+
+458
+00:35:02,200 --> 00:35:06,140
+كل واحد منهم له رقم برضه بطريقة randomly، هقول
+
+459
+00:35:06,140 --> 00:35:14,230
+randomly الرقم اتنين، فالرقم 2، 1، 2، 3، 4، 5، 6، 7،
+
+460
+00:35:14,230 --> 00:35:20,510
+8، 9، 10، 11، 12، 13، نفترض عندنا 2، طلعت الرقم 2 من
+
+461
+00:35:20,510 --> 00:35:27,950
+عملية randomization selection من 1 لـ 17، طلع له
+
+462
+00:35:27,950 --> 00:35:31,150
+الرقم 2، فإذا الرقم 2 هذا اللي بده أغيره، إيش يعني
+
+463
+00:35:31,150 --> 00:35:34,830
+بتغيرها؟ يعني بكل بساطة بدي أجي أشوف إذا كان هي
+
+464
+00:35:34,830 --> 00:35:38,830
+minus، بدي أشوف إيش الـ operations المتاحة عنده عشان
+
+465
+00:35:38,830 --> 00:35:43,070
+أعكسها لإشي تاني، فهنا ممكن نقول لأ، بدي أغيرها
+
+466
+00:35:43,070 --> 00:35:47,570
+لعملية ضرب مثلا، أو بتغيرها لجمع، فبشوف إيش الـ
+
+467
+00:35:47,570 --> 00:35:50,190
+operations الممكنة عشان أختار، أعمل selection لـ
+
+468
+00:35:50,190 --> 00:35:53,090
+operation ييجي مكانها، لـ operation ييجي مكانها
+
+469
+00:35:53,090 --> 00:35:57,350
+أو نيجي نعمل واحد، اتنين، تلاتة، أربعة، خمسة، عند
+
+470
+00:35:57,350 --> 00:36:01,890
+الخمسة، طلع مثلا، فالخمسة هنا طلعت إيش؟ مش operation
+
+471
+00:36:01,890 --> 00:36:06,750
+طلعت atom، فالـ atom هذا متغير، طب إيش في متغيرات
+
+472
+00:36:06,750 --> 00:36:11,330
+تانية غيره؟ في عندي الـ A بس، فإذا بتتغير للـ A، مش
+
+473
+00:36:11,330 --> 00:36:15,110
+أكتر من هيك، فإذا بتتغير لـ A، مدام ما فيش، لو في
+
+474
+00:36:15,110 --> 00:36:19,730
+مثلا أكتر من متغير، بنستثني الـ B، وبنعمل برضه
+
+475
+00:36:19,730 --> 00:36:24,770
+بشكل random، بنعمل selection بشكل عشوائي للمتبقين
+
+476
+00:36:24,770 --> 00:36:31,250
+فالعملية الحقيقية هي كلها بشكل random، اللي بالتم هذه
+
+477
+00:36:31,250 --> 00:36:34,630
+غيرناها هذه، بدل السالب صارت موجب، وهذه بدل الـ B
+
+478
+00:36:34,630 --> 00:36:39,750
+صارت A، and so on، بهذا الشكل، هذه كل فكرة الـ program
+
+479
+00:36:39,750 --> 00:36:43,090
+الـ genetic programming، genetic programming يعني
+
+480
+00:36:43,090 --> 00:36:47,010
+هذه الـ، اه هذه بدها شوية تكبير عشان يتبين معاكم
+
+481
+00:36:47,010 --> 00:36:53,270
+عشان
+
+482
+00:36:53,270 --> 00:36:56,210
+الـ algorithm هنا، نشرح الـ algorithm بالتفصيل
+
+483
+00:36:58,350 --> 00:37:05,090
+قبل ما ننهي هذا الموضوع، فحنكون خلصنا هيك المثال
+
+484
+00:37:05,090 --> 00:37:09,870
+تبعنا، نشوف الـ algorithm للطريقة كلها على بعضها
+
+485
+00:37:10,990 --> 00:37:14,350
+هنبدأ بـ start، ثم نعمل generate الـ initial
+
+486
+00:37:14,350 --> 00:37:20,130
+population of symbolic expressions of size n
+
+487
+00:37:20,130 --> 00:37:23,190
+بالظبط زي الـ genetic algorithm، لكن هنا زي ما قلنا
+
+488
+00:37:23,190 --> 00:37:26,330
+لكن الـ chromosomes تبعتنا الحقيقة هي عبارة عن
+
+489
+00:37:26,330 --> 00:37:29,570
+S expressions أو symbolic expressions، عددهم جدش
+
+490
+00:37:29,570 --> 00:37:33,070
+عددهم n، عددهم n، فمعنى ذلك أنه بيكون في end حاجة
+
+491
+00:37:33,070 --> 00:37:37,200
+اسمها generation، وفي حاجة اسمها الـ population
+
+492
+00:37:37,200 --> 00:37:43,100
+للكروموسومات، جدش العدد الكروموسومات داخل الجيل الواحد
+
+493
+00:37:43,100 --> 00:37:45,660
+أو الـ generation الواحد، فعملناهم، عملنا
+
+494
+00:37:45,660 --> 00:37:48,520
+initialization، خلاص عملنا generation للكل، ما فيش
+
+495
+00:37:48,520 --> 00:37:53,780
+مشكلة، صار عندي عدد الـ expressions، عددهم N، بنروح
+
+496
+00:37:53,780 --> 00:37:57,180
+للخطوة التانية، أني بعمل execute each expression
+
+497
+00:37:57,180 --> 00:38:01,500
+and calculate its fitness، إيش هو its fitness؟
+
+498
+00:38:01,500 --> 00:38:05,770
+fitness تبعته، الـ error اللي هي قيمة الـ error هنا
+
+499
+00:38:05,770 --> 00:38:09,230
+أنه أنا بعمل model، وعندي الـ output، أنا قايس الـ
+
+500
+00:38:09,230 --> 00:38:12,230
+output، بس أنا ما بديش أضلني كل مرة أجيب جهة قياس
+
+501
+00:38:12,230 --> 00:38:15,530
+أنا خلاص بدي أحاول أعمل modeling، يطلع لي معادلة
+
+502
+00:38:15,530 --> 00:38:19,410
+عشان أصر أنا من عندي، لو دخلنا قيمة كذا ودخلنا
+
+503
+00:38:19,410 --> 00:38:23,750
+قيمة كذا، فالأصل أنه يطلع كذا، مش لسه كل شوية أروح
+
+504
+00:38:23,750 --> 00:38:27,840
+أجيبها، أنا أطبّقها، وأجيبها، أطبّقها، وأجيبها، لأ
+
+505
+00:38:27,840 --> 00:38:31,080
+المفروض أن يصير عندي معادلة لها مباشرة، لها، دي طبعا
+
+506
+00:38:31,080 --> 00:38:34,300
+بداش، احنا بنأخذ في عملية الـ simulation، أنه لما يكون
+
+507
+00:38:34,300 --> 00:38:35,960
+في عندي model، معناته أنه بقدر أعمل عملية
+
+508
+00:38:35,960 --> 00:38:39,040
+simulation بشكل بسيط، وبـ بأبعد عني الـ risk في
+
+509
+00:38:39,040 --> 00:38:42,480
+الـ في العمليات اللي اللي بشتغلها، اللي بشتغل
+
+510
+00:38:42,480 --> 00:38:45,000
+في الـ chemistry مثلا، مش محتاج يقعد يضيف حاجات على
+
+511
+00:38:45,000 --> 00:38:48,580
+بعض، ويمكن تنفجر، ويمكن نتائجها تكون مش جيدة، اللي
+
+512
+00:38:48,580 --> 00:38:51,480
+بدو يشتغل في الكهربا، يمكن يحط قيم معينة، أو
+
+513
+00:38:51,480 --> 00:38:56,140
+components مع بعض بطريقة معينة، فتنفجر، لأ، بصير ببعد
+
+514
+00:38:56,140 --> 00:39:00,380
+عن الـ risk هذا، وبتكون أسرع في الحصول على النتائج
+
+515
+00:39:00,380 --> 00:39:02,800
+فهو نفس الكلام اللي بدنا نعمله، فالآن بنعمل
+
+516
+00:39:02,800 --> 00:39:07,650
+execution، الـ error بديه أقل ما يمكن، كويس، جيبنا
+
+517
+00:39:07,650 --> 00:39:13,270
+designate، فبنعمل حاجة اسمها designate the best so
+
+518
+00:39:13,270 --> 00:39:20,230
+far، بختار أو بنرشح أو بنحدد الأفضل، الأفضل حتى
+
+519
+00:39:20,230 --> 00:39:25,330
+الآن، من مين؟ من الـ S expression، كـ result لمين؟ للـ
+
+520
+00:39:25,330 --> 00:39:29,050
+run، للـ run اللي احنا عملناها هنا، احنا نفذنا
+
+521
+00:39:29,050 --> 00:39:34,320
+طلعنا، في عندي n expressions، ما احنا قلنا عددهم n، الـ
+
+522
+00:39:34,320 --> 00:39:37,240
+n expressions ده، دولة في واحد منهم، أحسن واحد، إيش
+
+523
+00:39:37,240 --> 00:39:40,320
+يعني؟ أحسن واحد يعني كان أقل error منهم، أقل error
+
+524
+00:39:40,320 --> 00:39:46,780
+بنحدده، انحددناه هنا الآن، مدام حددناه، بنيجي بنقول هل
+
+525
+00:39:46,780 --> 00:39:50,780
+التحديد هذا حقق اللي اللي اتحدد هذا حقق لي
+
+526
+00:39:50,780 --> 00:39:57,080
+determination criterion satisfied، بمعنى هل هو كـ
+
+527
+00:39:57,080 --> 00:40:00,660
+error مقبول بالنسبالي؟ يعني نفترض إن الـ error هذا
+
+528
+00:40:00,660 --> 00:40:05,540
+قيمته واحد في المية، إذا والله التطبيق بيحتمل الـ
+
+529
+00:40:05,540 --> 00:40:09,080
+واحد في المية كـ error، خلاص هي كويس، ما فيش داعي تتعب
+
+530
+00:40:09,080 --> 00:40:13,260
+حالك في شغل زيادة، إذا محتاج تطلع الـ model بشكل
+
+531
+00:40:13,260 --> 00:40:18,180
+سريع، وحنقول الـ error فيه زائد ناقص 0.01، واحد في
+
+532
+00:40:18,180 --> 00:40:21,640
+المية، مش هيك بتتم، مش هيك بالظبط بتتم في المعظم الـ
+
+533
+00:40:21,640 --> 00:40:26,040
+الـ components بيحط لك plus ناقص، أو point، أو one
+
+534
+00:40:26,040 --> 00:40:29,460
+مثلا، اللي هي tolerance، أو الـ error tolerance for
+
+535
+00:40:29,460 --> 00:40:33,540
+example، تمام، فإذا كان والله مرضي، وصلنا لقيمة
+
+536
+00:40:33,540 --> 00:40:37,480
+مرضية، yes، هذا الـ yes هتوصلنا في الآخر لمين؟ لـ الـ
+
+537
+00:40:37,480 --> 00:40:41,250
+end، أني بوقف الشغل وخلصنا، انتهى، أما إذا كان لأ، غير
+
+538
+00:40:41,250 --> 00:40:44,190
+مرضية، معناته ذلك أنه واضح أنا بده أروح لمين؟ لـ new
+
+539
+00:40:44,190 --> 00:40:48,390
+generation، بدنا نروح لـ new generation، فبنحط الـ
+
+540
+00:40:48,390 --> 00:40:52,530
+best so far as expression، أو symbolic expression
+
+541
+00:40:52,530 --> 00:40:58,070
+in the new population، الـ population هذه أول عنصر
+
+542
+00:40:58,070 --> 00:41:04,960
+بنحطه هو الأفضل، الحل الأفضل، ثم بعد ذلك بنبدأ نعمل
+
+543
+00:41:04,960 --> 00:41:10,280
+اختيار لـ الـ genetic operation، أو الـ operator، الـ
+
+544
+00:41:10,280 --> 00:41:13,140
+genetic operator، أنه هنختار، بختار أي واحدة من
+
+545
+00:41:13,140 --> 00:41:16,160
+التلاتة، طبعا احنا مبدئيا أول ما نزلنا فعليا احنا
+
+546
+00:41:16,160 --> 00:41:19,820
+اختارنا cloning، احنا اختارنا مبدئيا هي عملية
+
+547
+00:41:19,820 --> 00:41:25,340
+cloning، من الـ cloning، هدول عملية الـ cloning هذه
+
+548
+00:41:25,340 --> 00:41:28,560
+بعد ما نزلنا أفضل واحد، ببدأ أعمل عملية احتمالات
+
+549
+00:41:28,560 --> 00:41:32,300
+حسب من الـ roulette، متذكرين الـ roulette؟ عندي n
+
+550
+00:41:32,300 --> 00:41:38,820
+expressions، جدش الـ error كل واحد، جدش قريب من الحل
+
+551
+00:41:38,820 --> 00:41:45,140
+يعتبر هذا ميزة له، ميزة له بطريقة معينة، بنعكسهم
+
+552
+00:41:45,140 --> 00:41:48,360
+بنعكسهم عشان يكون الـ probability تبعته أكبر
+
+553
+00:41:48,990 --> 00:41:51,930
+بنعكسهم عشان تكون الـ probability تبعته أكبر ما
+
+554
+00:41:51,930 --> 00:41:55,950
+يمكن، وبنحطه حسب الـ roulette، وبنبدأ نختار اللي
+
+555
+00:41:55,950 --> 00:42:01,170
+بنختاره برضه بشكل probabilistic، أو بشكل stochastic
+
+556
+00:42:01,170 --> 00:42:04,530
+هل عمله cloning ولا عمله crossover ولا عمله
+
+557
+00:42:04,530 --> 00:42:08,230
+mutation؟ إذا بدنا نعمل الـ cloning، معناته هي select
+
+558
+00:42:08,230 --> 00:42:13,250
+one S expression، نختار لنا واحد زي ما هو، بندخله
+
+559
+00:42:13,250 --> 00:42:17,370
+على الـ new generation، أما إذا اختارنا crossover
+
+560
+00:42:17,370 --> 00:42:22,230
+معناته بدي أختار اتنين S expressions، ونعمل زي ما
+
+561
+00:42:22,230 --> 00:42:26,790
+نبدأ نحدد، وين بدنا نعمل الـ crossover بتاعتنا؟ هل
+
+562
+00:42:26,790 --> 00:42:28,770
+نعملها على الـ operation؟ على ال على أنه
+
+563
+00:42:28,770 --> 00:42:32,470
+operation هنا، وأنه operation هنا؟ عشان نفصلهم، و
+
+564
+00:42:32,470 --> 00:42:36,510
+نبدل مجموعة الـ operations كـ branch داخل الـ tree
+
+565
+00:42:36,510 --> 00:42:40,730
+فبناخذ الـ branch، أخدنا branch من الـ tree هذه، و
+
+566
+00:42:40,730 --> 00:42:42,930
+حطيناها للـ tree التانية، وأخدنا الـ branch مكانها من
+
+567
+00:42:42,930 --> 00:42:46,210
+الـ tree التانية، وحطيناها كـ branch للـ tree الأولى
+
+568
+00:42:46,210 --> 00:42:49,250
+أو mutation، فـ الـ mutation نفس الكلام بدنا نعمل
+
+569
+00:42:49,250 --> 00:42:54,640
+selection one S expression، هذه محتاجة واحد، بنعمل
+
+570
+00:42:54,640 --> 00:42:58,080
+selection لواحد بس، أنا مش محتاج أعمل لإثنين، فإذا
+
+571
+00:42:58,080 --> 00:43:02,640
+الـ cloning هو واحد، لأنه زي ما هو بده ينزل كما هو
+
+572
+00:43:02,640 --> 00:43:06,100
+أو أعمل selection برضه لوحدها، إذا بدي أعمل mutation
+
+573
+00:43:06,100 --> 00:43:12,210
+بنحدد كل ال ال ال الـ children، أو الـ
+
+574
+00:43:12,210 --> 00:43:15,670
+بالظبط هي الـ children، أو الـ leaves تبعتنا داخل الـ
+
+575
+00:43:15,670 --> 00:43:20,350
+tree، بنرقمهم، وبنختار لنا عشوائي رقم، إذا
+
+576
+00:43:20,350 --> 00:43:24,170
+والله الرقم هذا لـ الـ atom، بشوف مين المتغيرات
+
+577
+00:43:24,170 --> 00:43:27,270
+التانية عشان أحطها بدل المتغير اللي موجود في الـ
+
+578
+00:43:27,270 --> 00:43:31,670
+atom، إذا كان expression، بمعنى operator، إذا كان
+
+579
+00:43:31,670 --> 00:43:34,770
+operator، بحط مكان الـ operator هذه أي operation، أو
+
+580
+00:43:34,770 --> 00:43:38,670
+أي operation تانية، أو أي operator آخر، أي operator
+
+581
+00:43:38,670 --> 00:43:42,030
+آخر، أما في الـ cross over فأنا محتاج إثنين، لأنه
+
+582
+00:43:42,030 --> 00:43:45,190
+بدنا نبدل، بدنا نشتغل تبديل بين واحد للتاني، تمام
+
+583
+00:43:45,190 --> 00:43:49,730
+العملية هذه بتستمر لعند ما أخلص للـ new generation
+
+584
+00:43:49,730 --> 00:43:55,740
+الـ n S expressions، لما أخلصهم، عددهم n كامل، فبكون
+
+585
+00:43:55,740 --> 00:43:59,340
+قلت أن الـ population تبعتي اجتمعت، فصار هذا جيل
+
+586
+00:43:59,340 --> 00:44:03,240
+جديد، أعمل تطبيق عليه، تطبيق إيش؟ أن أحسب كل واحد الـ
+
+587
+00:44:03,240 --> 00:44:07,940
+error، جدش؟ عشان بعد ذلك نقول هذا أحسن error، أخزنه
+
+588
+00:44:07,940 --> 00:44:11,140
+وأشوف هل هو أحسن من اللي كنت مخزنه سابقا ولا لأ
+
+589
+00:44:11,140 --> 00:44:14,840
+إذا كان أفضل، بنسى السابق، وبحط هذا كأفضل حل حتى
+
+590
+00:44:14,840 --> 00:44:20,810
+اللحظة، أما إذا كان أسوأ، بخلّي السابق، وبنرجع بنعيد نفس
+
+591
+00:44:20,810 --> 00:44:25,030
+الكلام، فإذا بعد ما اكتملت، هي هي الـ condition
+
+592
+00:44:25,030 --> 00:44:29,270
+تبعها، إذا كان الـ size لها، الـ new population equal
+
+593
+00:44:29,270 --> 00:44:33,830
+to n، yes، خلاص وقفنا، إذا no، لاحظوا إيش بديه يرجعني
+
+594
+00:44:33,830 --> 00:44:38,290
+الـ no؟ هيرجعني أن أرجع كمان مرة أختار واحدة من الـ
+
+595
+00:44:38,290 --> 00:44:44,360
+cloning، أو crossover، أو mutation، عشان نزود الـ
+
+596
+00:44:44,360 --> 00:44:48,480
+population بتاعتنا، تمام، لما تصل لـ n، yes، فإذا هنا
+
+597
+00:44:48,480 --> 00:44:52,220
+بنروح بنغير the current population with the new
+
+598
+00:44:52,220 --> 00:44:56,540
+one، الـ population السابق بنشيله كله، صار عندي a new
+
+599
+00:44:56,540 --> 00:45:01,840
+population بيجي مكانه، عشان يحل محله في الشغل، فحل
+
+600
+00:45:01,840 --> 00:45:04,820
+محله في الشغل، كان التالي أنه يرجع بالـ feedback هذه
+
+601
+00:45:06,090 --> 00:45:11,330
+لوين؟ لهنا، فبعمل execution، عمل execution لكل S
+
+602
+00:45:11,330 --> 00:45:15,150
+expression موجودة فيه، عشان يحدد مين الأفضل، ويعمل
+
+603
+00:45:15,150 --> 00:45:18,250
+النسب للروليت، ويعمل كل الشغل اللي خاص بمين؟ بالـ
+
+604
+00:45:18,250 --> 00:45:22,010
+genetic algorithm، فهذه هي مين اللي بنقدر نسميها
+
+605
+00:45:23,270 --> 00:45:25,670
+طبعا الـ stop، هدى احنا قلنا من المرة اللي فاتت من
+
+606
+00:45:25,670 --> 00:45:28,750
+سابقا، أنه هدى إذا كان وصلنا للـ determination
+
+607
+00:45:28,750 --> 00:45:32,790
+criterion satisfied، is satisfied، بنقول yes، فإذا
+
+608
+00:45:32,790 --> 00:45:37,030
+بنوقف شغلنا في الآخر، فهدا الـ flow chart اللي خاص
+
+609
+00:45:37,030 --> 00:45:42,050
+بيه، الـ genetic programming، اللي خاصة بهذا الموضوع
+
+610
+00:45:42,050 --> 00:45:48,280
+بذلك بنكون حددنا هنا، من فكرة الـ evolution، طريقتين
+
+611
+00:45:48,280 --> 00:45:51,660
+تانيات، غير فهم الـ genetic algorithm نفسه، الـ
+
+612
+00:45:51,660 --> 00:45:54,420
+genetic algorithm، خلصناها، بدأنا مقدمتها المرة اللي
\ No newline at end of file
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/fh8mY8eJcqk_postprocess.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/fh8mY8eJcqk_postprocess.srt
new file mode 100644
index 0000000000000000000000000000000000000000..4203a0c6c95cd26f672ecb39d443af08619f9ee2
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/fh8mY8eJcqk_postprocess.srt
@@ -0,0 +1,2496 @@
+1
+00:00:04,930 --> 00:00:06,730
+بسم الله الرحمن الرحيم والصلاة والسلام علي أشرف
+
+2
+00:00:06,730 --> 00:00:09,410
+الانبياء والمسلمين سيدنا محمد وعلى آله وصحبه
+
+3
+00:00:09,410 --> 00:00:13,190
+أجمعين عزيزنا الطلبة نكمل موضوع ال evolutionary
+
+4
+00:00:13,190 --> 00:00:16,050
+computation واللي بدأناه في ال genetic algorithm
+
+5
+00:00:16,050 --> 00:00:20,510
+وانهيناها بشكل كامل في المحاضرتين السابقتين، الآن
+
+6
+00:00:20,510 --> 00:00:26,310
+هناخد two models اجدادأو two algorithms إجداد لنفس
+
+7
+00:00:26,310 --> 00:00:29,110
+الفكرة ال evolution كيف أنا ممكن أشطر على ال
+
+8
+00:00:29,110 --> 00:00:34,150
+evolution التطور بس بطريقة فهم مختلفة طريقة فهم
+
+9
+00:00:34,150 --> 00:00:38,030
+مختلفة شوية فحناخد ال evolution strategies وحناخد
+
+10
+00:00:38,030 --> 00:00:41,410
+ال genetic programming هدول الطريقتين طريقة بسيطة
+
+11
+00:00:41,410 --> 00:00:45,790
+بسيطة وجيدة و بتستخدم في الحلول الحقيقة ويلها
+
+12
+00:00:45,790 --> 00:00:49,180
+ميزات فنبدأ في واحدة واحدةونشوف بناءً على أي شي
+
+13
+00:00:49,180 --> 00:00:52,300
+بتشتغل فنبدأ بال evolution strategies او
+
+14
+00:00:52,300 --> 00:00:56,560
+استراتيجيات التطور استراتيجيات التطور هذه الحقيقة
+
+15
+00:00:56,560 --> 00:01:02,200
+نفس فكرة داروين وفكرة التطور و النشوء و الارتقاء و
+
+16
+00:01:02,200 --> 00:01:04,860
+الفكرة اللي بدأنا منها المرة اللي فاتت و روحنا ل
+
+17
+00:01:04,860 --> 00:01:08,340
+genetic algorithm كمود الرياضي الان نفس الفكرة
+
+18
+00:01:08,340 --> 00:01:11,800
+ولكن هذا طلعت في الستنات الحقيقة في ألمانيا في
+
+19
+00:01:11,800 --> 00:01:16,240
+بداية الستنات و كانت تحت اسم ال evolution strategy
+
+20
+00:01:17,000 --> 00:01:21,600
+وكانت مبنية عن نفس الفكرة حقيقة اللي هو التطور كيف
+
+21
+00:01:21,600 --> 00:01:26,240
+انا ممكن اطور الحل كيف ممكن عندك حل و تحاول تطور
+
+22
+00:01:26,240 --> 00:01:29,760
+في نتائج هذا الحل طبعا بناء على fitness انت لازم
+
+23
+00:01:29,760 --> 00:01:33,500
+تكون عارفها لان هي هذه معيار التطور الحقيقي او
+
+24
+00:01:33,500 --> 00:01:38,580
+معيار الحل كيف بدك هيكون فنبدأ بشكل سريع في ال
+
+25
+00:01:38,580 --> 00:01:42,700
+basic evolution strategies الميزة اللي هنا حقيقة
+
+26
+00:01:42,700 --> 00:01:46,710
+ان انا مش محتاج اعمل chromosomes كتيرةأنا مانحتاج
+
+27
+00:01:46,710 --> 00:01:48,610
+أعمل chromosomes كتير أنا محتاج chromosome واحد
+
+28
+00:01:48,610 --> 00:01:52,570
+فقط لا أكثر ولا أقل وبجرب عليه إذا والله اتطور
+
+29
+00:01:52,570 --> 00:01:55,670
+بحيث أنه يعطينا نتيجة أفضل بناخد النتيجة الأفضل ما
+
+30
+00:01:55,670 --> 00:01:59,730
+اتطورش خلاص بنضلنا على ال parent و بنحاول نعدل
+
+31
+00:01:59,730 --> 00:02:04,110
+عليه أكتر نعمل تطور بطريقة مختلفة شوية طيب هذا
+
+32
+00:02:04,110 --> 00:02:10,150
+الكلام بيستدعي أن احنا نبدأ الآنوانقول انه مبدأيا
+
+33
+00:02:10,150 --> 00:02:14,510
+بقول هذا من سالب واحد لواحد فعادة بيسموه one to
+
+34
+00:02:14,510 --> 00:02:19,830
+one evolution strategy هذي كاختصار او term ممكن
+
+35
+00:02:19,830 --> 00:02:23,730
+يستخدم برضه لوصف هذه الطريقة نبدأ مباشرة step
+
+36
+00:02:23,730 --> 00:02:28,390
+number one بنختار number of parameters ال
+
+37
+00:02:28,390 --> 00:02:32,790
+parameters هذه هي أهم شغلة كنا نستخدمها في ال
+
+38
+00:02:32,790 --> 00:02:37,400
+chromosomeكنت عشان اقول بدي اعمل ال chromosome
+
+39
+00:02:37,400 --> 00:02:41,740
+انشئ ال chromosome تبعي اش بتسوي كنا بنقول بدي x و
+
+40
+00:02:41,740 --> 00:02:47,400
+y و x هدى بحطلها مجموعة bit string حسب انا جدش بدي
+
+41
+00:02:47,400 --> 00:02:49,620
+ال accuracy زى ما تذكرى مش المحاضرة السابقة اللى
+
+42
+00:02:49,620 --> 00:02:52,640
+جابلها جدش ال accuracy بديها فبزود عدد ال bits
+
+43
+00:02:52,640 --> 00:02:56,340
+تبعتي و نفس الكلام ل y ونحطهم كلهم مع بعض ك
+
+44
+00:02:56,340 --> 00:03:00,560
+concatenation بنعملهم concatenation مع بعض بحيث
+
+45
+00:03:00,560 --> 00:03:05,600
+انه يصير string واحدو بنقول هذا حل ممكن هنا لأ
+
+46
+00:03:05,600 --> 00:03:10,060
+احنا هنا هنتكلم انه x و y هدولة ممكن يكونوا اكتر
+
+47
+00:03:10,060 --> 00:03:15,960
+من مجرد x و y في المعادلة يعني ال f ال
+
+48
+00:03:15,960 --> 00:03:28,960
+f of x هذه قد تكون مثلا عبارة عن x1, x2, x3, x4,
+
+49
+00:03:29,700 --> 00:03:36,270
+to x to xnفإذن كمعادلة هي الحقيقة مبنية على أكتر
+
+50
+00:03:36,270 --> 00:03:44,250
+من من متغير أكتر من متغير ممكن يكون N variables في
+
+51
+00:03:44,250 --> 00:03:48,070
+الحالة اللي احنا شايفينها أمامنا فبجب أمسكهم متغير
+
+52
+00:03:48,070 --> 00:03:53,650
+متغير فحقول المتغير الأول X1 هذا جداش ال interval
+
+53
+00:03:53,650 --> 00:03:57,850
+اللي بتحرك داخلها بمعنى إيش أقل قيمة ممكنة له وإيش
+
+54
+00:03:57,850 --> 00:04:04,450
+أكبر قيمة ممكنة لهفبالتالي هنقول في عندي x1
+
+55
+00:04:04,450 --> 00:04:17,470
+minimum ل x1 maximum تمام؟ هذه الهامش تبع x1 and
+
+56
+00:04:17,470 --> 00:04:26,370
+x2 minimum to x2 maximumهذا المتغير التاني طب
+
+57
+00:04:26,370 --> 00:04:29,470
+نلاحظوا قدش عدد المتغيرات عندى في المعادلة كل هذه
+
+58
+00:04:29,470 --> 00:04:32,450
+المتغيرات في المعادلة فإذا نستمر في هذا الكلام
+
+59
+00:04:32,450 --> 00:04:45,370
+لعندما نصل لمين ل XN minimum ل XN maximum
+
+60
+00:04:45,370 --> 00:04:54,950
+تمام فإذا هنا مبدأيا حددناكل القيم الممكنة لكل
+
+61
+00:04:54,950 --> 00:05:00,710
+واحد من المتغيرات اللي موجودين عندنا هذه أول جزئية
+
+62
+00:05:00,710 --> 00:05:05,700
+تمامبعد التحديد هذا بنختار بشكل Randomly بشكل
+
+63
+00:05:05,700 --> 00:05:09,300
+Randomly هيها بنعمل selection ل initial value لكل
+
+64
+00:05:09,300 --> 00:05:12,580
+ال parameters اللي موجودين .. موجودين عندنا بحيث
+
+65
+00:05:12,580 --> 00:05:17,360
+انه X1 بختارله قيمة بين ال minimum و ال maximum و
+
+66
+00:05:17,360 --> 00:05:22,920
+هنقول هذه هي قيمة X1 المهم انها لازم تكون داخل ال
+
+67
+00:05:22,920 --> 00:05:31,050
+interval هذه كويس بعدك بنختار X2x3 x4 to xn لمن؟
+
+68
+00:05:31,050 --> 00:05:36,650
+لل xn أخيرا بنختارها كجزء أخر بتكون هيك اتحددت
+
+69
+00:05:36,650 --> 00:05:41,170
+عندي حل الحل ده هو حل واحد حقيقة حل واحد بعمله
+
+70
+00:05:41,170 --> 00:05:44,290
+evaluationماذا يعني evaluation؟ يعني خطوة رقم
+
+71
+00:05:44,290 --> 00:05:47,530
+تلاتة بنحسب ال solution associated with a parent
+
+72
+00:05:47,530 --> 00:05:54,530
+parameters فبنكون حسبنا ال f of x1, x2, x3 to xn
+
+73
+00:05:54,530 --> 00:05:57,770
+اللي احنا جبناها، اللي احنا هدى جبناها مع بعض،
+
+74
+00:05:57,770 --> 00:06:04,830
+معناه، تمام بعد ذلكبدنا نجيب الجي للجي الجاد هل
+
+75
+00:06:04,830 --> 00:06:08,170
+أنا محتاج أقول والله عندي عدد n من ال chromosomes
+
+76
+00:06:08,170 --> 00:06:11,730
+لأ هو chromosome واحد بشتغل فيه لا أكثر ولا أقل
+
+77
+00:06:11,730 --> 00:06:18,990
+لكن بنعمل منه ال .. ال child تبعه أو الإبن تبعه
+
+78
+00:06:18,990 --> 00:06:25,850
+كالتالي مجرد أنه بجيب x واحد جديدة هي تساوي x
+
+79
+00:06:25,850 --> 00:06:34,300
+القديمة plus a from zero to deltax from zero to
+
+80
+00:06:34,300 --> 00:06:37,820
+delta فكل اللي بنعمله هنا الحقيقة أنه أشوف القيمة
+
+81
+00:06:37,820 --> 00:06:44,580
+القديمة جداش كانت و بعدين بضرب .. بجمعها على حاجة
+
+82
+00:06:44,580 --> 00:06:49,360
+بهذا الشكل standard division ال standard division
+
+83
+00:06:49,360 --> 00:06:54,020
+هذه ال center تبعها أكيد عند ال a أو عند ال zero
+
+84
+00:06:54,020 --> 00:07:03,520
+فعليا عند zero و في مسافة deltaفي مسافة delta
+
+85
+00:07:03,520 --> 00:07:09,680
+حواليه فانا عدلت قيمته بقيمة delta حوالين القيمة
+
+86
+00:07:09,680 --> 00:07:15,760
+السابقة بعد ما تطلع نضربها في gain اسمه a تمام
+
+87
+00:07:15,760 --> 00:07:21,760
+فإذا هنا ال division تبعتنا delta وال a ده هيكون
+
+88
+00:07:21,760 --> 00:07:28,340
+ال mean تبعتنا zerowith mean 0 هي فبدأنا من 0 طبعا
+
+89
+00:07:28,340 --> 00:07:31,840
+إذا كان طلع 0 practically طلع 0 برضه بناخدها
+
+90
+00:07:31,840 --> 00:07:34,880
+randomly على فكرة randomly إيش يعني يعني ببدأ
+
+91
+00:07:34,880 --> 00:07:39,120
+أقوله طلعلي القيم بشكل randomly من صفر لدلتا من
+
+92
+00:07:39,120 --> 00:07:44,080
+صفر لدلتا وخلاصالـ 0 لـ Delta هذه جد ما تطلع تطلع
+
+93
+00:07:44,080 --> 00:07:47,960
+ب .. بجمعها مع مين أو بعد ما نضربها طبعا في قيمة A
+
+94
+00:07:47,960 --> 00:07:55,800
+ممكن يتم تحديدها قيمة A هذه كمعدل تعلم مثلا و يجمع
+
+95
+00:07:55,800 --> 00:08:01,980
+على القيمة السابقة ل X I تمام أصبحت كأنه بعد ما
+
+96
+00:08:01,980 --> 00:08:07,360
+نجمع و نخلص الكلام كأنه أنا بشتغل علىالـ Standard
+
+97
+00:08:07,360 --> 00:08:13,560
+Division حوالين الـ X السابقة الـ X I القديمة بـ
+
+98
+00:08:13,560 --> 00:08:19,680
+Standard Division Delta مضروبة في A أو A Delta A
+
+99
+00:08:19,680 --> 00:08:24,120
+Delta ممكن قبل أو بعد بس احنا بنجمعها عملية جمع
+
+100
+00:08:24,120 --> 00:08:30,300
+فقط بنجمعها عملية جمع فقط تمام فبنقدر نقول ان احنا
+
+101
+00:08:30,300 --> 00:08:33,620
+جبنا قيمة جديدة لملا X واحد على اعتبار ان بدأنا بـ
+
+102
+00:08:33,620 --> 00:08:44,360
+I هي واحد ثمI2 I3 I4 I5 to IN كويسة اعملنا سيكوانس
+
+103
+00:08:44,360 --> 00:08:49,580
+جديد كامل بإيش بنروح و بنعمله بنطبق بس كل الموضوع
+
+104
+00:08:49,580 --> 00:08:54,940
+ال functional value تبعته بمعنى ان انا بتطبق f of
+
+105
+00:08:54,940 --> 00:08:55,500
+x عليه
+
+106
+00:08:58,620 --> 00:09:04,020
+واجدنا أن التغيير أعطاني قيمة أفضل .. إيش يعني
+
+107
+00:09:04,020 --> 00:09:07,080
+قيمة أفضل؟ أنا بدي Maximize ففعلاً ال F of X
+
+108
+00:09:07,080 --> 00:09:12,040
+الجديدة طلعت أكتر من ال F of X القديمة فبثبته كحل
+
+109
+00:09:12,040 --> 00:09:16,580
+.. بنثبته كحل وبستثني ال parent solution لأ باخد
+
+110
+00:09:16,580 --> 00:09:20,260
+ال child solution فال .. أو ال offspring solution
+
+111
+00:09:20,260 --> 00:09:25,120
+هذا اللي احنا حصلنا عليهفي الحالة هذه بيكون صار
+
+112
+00:09:25,120 --> 00:09:30,820
+evolution صار تطور طيب وجدنا انه لأ أسوأبمعنى ان
+
+113
+00:09:30,820 --> 00:09:33,800
+ال parent solution كان افضل لأ بنضلنا على ال
+
+114
+00:09:33,800 --> 00:09:38,400
+parent solution و بنعدل كمان مرة بقيمة delta
+
+115
+00:09:38,400 --> 00:09:43,980
+مختلفة عفوا بقيمة .. بقيمة من صفر ل delta randomly
+
+116
+00:09:43,980 --> 00:09:47,960
+و مختلفة ممكن تكون ليش لأن احنا بنعمل عملية هادة N
+
+117
+00:09:47,960 --> 00:09:53,820
+مرة لكل حل نعملها N مرة مرة ل X1 ل X2 ل X3 ل XN
+
+118
+00:09:53,820 --> 00:09:59,510
+فأكيد هيصير تبادلتبادل في القيم وتتغير القيم بشكل
+
+119
+00:09:59,510 --> 00:10:02,330
+عشوائي Stochastic في النهاية احنا بنشتغل
+
+120
+00:10:02,330 --> 00:10:09,720
+Stochastic Model كويس عشان نحصل على ال ..التطور
+
+121
+00:10:09,720 --> 00:10:14,440
+اللى ممكن يحصل طيب بنضلنا نعدل في هذا الكلام و كل
+
+122
+00:10:14,440 --> 00:10:18,140
+شوية بنرجع طبعا هو نفس الكلام إذا كان القيمة أفضل
+
+123
+00:10:18,140 --> 00:10:23,400
+فبعمل replacement ل ال parent with child otherwise
+
+124
+00:10:23,400 --> 00:10:28,020
+لأ keep the parent parameters بنظلنا على الحل
+
+125
+00:10:28,020 --> 00:10:32,940
+السابق بعد هيكبنروح لرقم أربعة .. رقم أربعة انه
+
+126
+00:10:32,940 --> 00:10:37,580
+إيش نسوي؟ ان نرجع نعدل كمان مرة للجيل القادم و
+
+127
+00:10:37,580 --> 00:10:40,900
+الجيل اللي وراه و اللي وراه و اللي وراه لعند امتى
+
+128
+00:10:40,900 --> 00:10:45,520
+.. لعند امتى؟ امتى بدي اجف؟ اما ان احدد عدد ال
+
+129
+00:10:45,520 --> 00:10:48,980
+generations تبعتي، نقول والله خلاص بعد حد معين من
+
+130
+00:10:48,980 --> 00:10:53,760
+ال generations أو لما أصل certification criteria،
+
+131
+00:10:53,760 --> 00:10:59,310
+أقول والله إذا ..الحل ما اتطورش أكتر من قيمة معينة
+
+132
+00:10:59,310 --> 00:11:03,670
+أو يعني صار عند قيمة مقبولة بالنسبالي ممكن أحد الـ
+
+133
+00:11:03,670 --> 00:11:07,290
+three-fold معين إذا بتعامل مع error مثلا إذا
+
+134
+00:11:07,290 --> 00:11:10,670
+بنتعامل مع قيمة error لأ ال error إذا كان وصل لحد
+
+135
+00:11:10,670 --> 00:11:15,190
+مثلا واحد من مية خلاص واجف مثلا فإذا كان في مجال
+
+136
+00:11:15,190 --> 00:11:18,310
+أن يكون فيه certification criteria كتير كويس
+
+137
+00:11:18,810 --> 00:11:23,310
+criteria مرضية مقبولة للخطأ أو للحل كتير كويس
+
+138
+00:11:23,310 --> 00:11:27,410
+ماكانش بنعملها عادة عدد generations و بنحدد ال
+
+139
+00:11:27,410 --> 00:11:30,810
+maximum number of generations عساس نجاف عنده عساس
+
+140
+00:11:30,810 --> 00:11:35,850
+نجاف عنده تمامطيب ال evolution الحقيقة بيعكس ال
+
+141
+00:11:35,850 --> 00:11:39,010
+nature of chromosome هذا اللي حقيقة بيصير في ال
+
+142
+00:11:39,010 --> 00:11:41,770
+chromosome انا مش .. مش هقعد اولدي كرمزومات كتيرة
+
+143
+00:11:41,770 --> 00:11:45,790
+عشان اقعد اطلع منهم حل هو عادة بيكون في parent و
+
+144
+00:11:45,790 --> 00:11:50,170
+child على طول مباشرة فهل بيصير فعلا ال revolution
+
+145
+00:11:50,170 --> 00:11:53,950
+او ال .. ال evolution هذا التطور بينهم ولا بيصيرش
+
+146
+00:11:53,950 --> 00:11:57,610
+التطور بينهم؟هذا المفروض اللي عادة بصير من
+
+147
+00:11:57,610 --> 00:12:01,350
+chromosome ل chromosome خلاص يعني هو هيك الشكل أو
+
+148
+00:12:01,350 --> 00:12:05,030
+الانعكاس الطبيعي طيب بدنا نكون عارفين أنه ممكن
+
+149
+00:12:05,030 --> 00:12:11,810
+واحد من ال parameters هدول تمام نحافظ على قيمته و
+
+150
+00:12:11,810 --> 00:12:17,290
+نغير قيم أخرى نغير قيم parameters تانية أو
+
+151
+00:12:17,290 --> 00:12:20,990
+variables تانية فإذا ممكن نسيب هذا زي ما هو طبعا
+
+152
+00:12:20,990 --> 00:12:25,400
+إذا طلع لصفرإذا طلعت صفر لما بتعامل مع صفر من صفر
+
+153
+00:12:25,400 --> 00:12:28,980
+لدلتا ماتعدلش لأ ضالت صفر فخلاص معناته كأن أنا
+
+154
+00:12:28,980 --> 00:12:32,100
+حافظت عليه كما هو أما ال parameter التاني أو
+
+155
+00:12:32,100 --> 00:12:35,280
+المتغير ال variable التاني ال متغير التاني X2 ممكن
+
+156
+00:12:35,280 --> 00:12:39,420
+يتعدل التاريخ ممكن يتعدل طب هذا إيش معناه؟الـ
+
+157
+00:12:39,420 --> 00:12:43,580
+Genes ممكن تتغير و ممكن ما تتغيرش، هذا لإيش بده
+
+158
+00:12:43,580 --> 00:12:46,240
+يقودنا؟ بده يقودنا لحاجة موجودة فعلا في الـ
+
+159
+00:12:46,240 --> 00:12:50,060
+Nature، في الطبيعة، إنه الـ Single Gene، الجين
+
+160
+00:12:50,060 --> 00:12:52,660
+الواحد Simultaneously ممكن يأثر على أكتر من
+
+161
+00:12:52,660 --> 00:12:55,940
+Characteristics في البني آدم، بمعنى إن داخل
+
+162
+00:12:55,940 --> 00:12:59,520
+الكروميزم ممكن يكون جين واحد، الجين هذا بيأثر،
+
+163
+00:12:59,520 --> 00:13:03,200
+نفترض على .. على إيش؟ على لون العيون و في نفس
+
+164
+00:13:03,200 --> 00:13:09,470
+الوجة اللون البشرة مثلا، for exampleتمام؟ أو لون
+
+165
+00:13:09,470 --> 00:13:14,790
+الشعر؟ تمام؟ فإذا هو نفس الجين هو هو ممكن يأثر على
+
+166
+00:13:14,790 --> 00:13:17,070
+هذا و يأثر على هذا فهيأثر على two characteristics
+
+167
+00:13:17,070 --> 00:13:24,890
+داخل الشخص أو العضو الحي داخل الكائن الحي هذا و في
+
+168
+00:13:24,890 --> 00:13:28,770
+ناحية تانية بدنا ناخد بالنا أن الجين لحاله مش هو
+
+169
+00:13:28,770 --> 00:13:32,070
+الوحيد المسؤول عن الصفة هذه لا هي بتكون مجموعة
+
+170
+00:13:32,070 --> 00:13:36,050
+جينات مسؤولة عن نفس الصفة فإذا لما بيقول واحد عنيه
+
+171
+00:13:36,050 --> 00:13:40,330
+sodaمش لأنه والله في جين واحد له قيمة معينة، لأ هي
+
+172
+00:13:40,330 --> 00:13:44,350
+تركيبة من مجموعة genes مع بعض، هي تركيبة genes مع
+
+173
+00:13:44,350 --> 00:13:47,070
+بعض، الجين هذا مع حدا مع حدا مع حدا مع حدا، إذا
+
+174
+00:13:47,070 --> 00:13:51,130
+كان لهم قيم معينة بطريقة كذا، فالأصل إنه هذه
+
+175
+00:13:51,130 --> 00:13:56,610
+بتعطيني الصفة الوراثية، اللون العينين مثلا، في نفس
+
+176
+00:13:56,610 --> 00:14:00,410
+الوجد، الخمسة ستة genes هدول، واحد منهم ممكن يكون
+
+177
+00:14:00,410 --> 00:14:03,050
+متفق مع ال characteristic اللي خاصة مثلا بال
+
+178
+00:14:03,050 --> 00:14:09,670
+hearing system،ممكن تكون جين مختلف تماما متفق بين
+
+179
+00:14:09,670 --> 00:14:15,010
+صفتين معينتين لكن مش كل ال .. ال genes هم اللي
+
+180
+00:14:15,010 --> 00:14:18,810
+بيكونوا متفقين لته characteristics مع بعض ففيها
+
+181
+00:14:18,810 --> 00:14:22,790
+تغيرات كتيرة وهذا كان واضح جدا هنا إن أنا بضطر
+
+182
+00:14:22,790 --> 00:14:26,690
+أتعامل مع gene by gene هيهم، هنا انا أتعامل معهم
+
+183
+00:14:26,690 --> 00:14:30,170
+gene by gene مش هناك كنت بتعامل كرومزوم كامل على
+
+184
+00:14:30,170 --> 00:14:34,030
+بعضهماكناش نعمل زي ال genetic algorithm كرمزون
+
+185
+00:14:34,030 --> 00:14:37,130
+كامل على بعضه فهذه هي الطريقة ممكن يكون فيها
+
+186
+00:14:37,130 --> 00:14:41,450
+natural selection بشتغل ك collection of genes
+
+187
+00:14:41,450 --> 00:14:45,650
+كتركيبة من الجينات كاملة على بعضها وليس جين واحد
+
+188
+00:14:45,650 --> 00:14:51,570
+بحد ذاته بحد ذاته فإذا هذا جين جين جين جين لكن هل
+
+189
+00:14:51,570 --> 00:14:55,770
+بقدر أقول أن الحل فقط الجين الأول بمعنى X1 ده حالة
+
+190
+00:14:55,770 --> 00:14:59,460
+أكيد لأ لأنه في متغيرات تانية معاهفلازم الجين
+
+191
+00:14:59,460 --> 00:15:04,440
+الأول X1 يكون له قيمة أو X2 قيمة أو X3 قيمة X1 دي
+
+192
+00:15:04,440 --> 00:15:07,960
+ممكن في الحل القادم ماتتغيرش بس X2 بتتغير تلاتة
+
+193
+00:15:07,960 --> 00:15:13,460
+بتتغير and so onتمام فهذه الطريقة بكل بساطة و .. و
+
+194
+00:15:13,460 --> 00:15:16,940
+.. و stochastic model برضه هي بتتم بناء عام عليه
+
+195
+00:15:16,940 --> 00:15:19,920
+randomization و واضح ان هي بسيطة جدا و ال code
+
+196
+00:15:19,920 --> 00:15:24,940
+نفسه بسيط جدا جدا جدا مجرد بس بنفترض قيم معينة لل
+
+197
+00:15:24,940 --> 00:15:30,180
+X و بنعدل كل مرة قيمة ال X هدولة كل واحدة على حده
+
+198
+00:15:30,180 --> 00:15:34,470
+حسبمن صفر لدلتا لا أكثر ولا أقل بس بدنا ناخد بالنا
+
+199
+00:15:34,470 --> 00:15:40,550
+أن التغير هذا يكون ضمن ال X1 و X2 ال X1 minimum ل
+
+200
+00:15:40,550 --> 00:15:45,810
+X1 maximum انه مايطلعش خارج ال .. ال .. ال ..
+
+201
+00:15:45,810 --> 00:15:49,730
+خليني أسميهم ال instructions تبعته ده خارج ال
+
+202
+00:15:49,730 --> 00:15:53,500
+instructions تبعته تمامهذه كانت بالنسبة لمين لل
+
+203
+00:15:53,500 --> 00:15:56,620
+evolution strategies الان ال genetic programming
+
+204
+00:15:56,620 --> 00:15:59,880
+لما نيجي نروح نتكلم عن ال genetic programming واضح
+
+205
+00:15:59,880 --> 00:16:03,160
+ان ال genetic programming هنا انا بتعامل مع ال
+
+206
+00:16:03,160 --> 00:16:05,760
+genetic programming manipulate programs by
+
+207
+00:16:05,760 --> 00:16:10,160
+applying genetic operators فإذا كل اللي بدنا نعمله
+
+208
+00:16:10,160 --> 00:16:15,260
+هي برمجة جينية تعتمد على عملية ال operations اللي
+
+209
+00:16:15,260 --> 00:16:19,380
+موجودة في ال .. في ال genetic اللي هي أيش؟ زي ما
+
+210
+00:16:19,380 --> 00:16:23,340
+قلنا عملية selection كيف بتتم؟زي ما قلنا crossover
+
+211
+00:16:23,340 --> 00:16:27,960
+زي ما قلنا mutation فهم هدولة التلت عمليات أو
+
+212
+00:16:27,960 --> 00:16:31,500
+بالشكل الأساسي العمليات طبعا ال cloning هنضيفها
+
+213
+00:16:31,500 --> 00:16:34,600
+معاهم ال cloning اللي هي إيش الاستنساخ اللي هو
+
+214
+00:16:34,600 --> 00:16:38,920
+ينزل ال parent كما هو لل child مايتغيرش فالصفات
+
+215
+00:16:38,920 --> 00:16:43,020
+تظل كما هي طيب عشان نتعامل مع هذا الموضوع الحقيقة
+
+216
+00:16:43,020 --> 00:16:48,220
+محتاجين نتعرف على لغة قديمة استخدمت للتعبير عن هذا
+
+217
+00:16:48,220 --> 00:16:52,440
+الموضوعاللي هي ال lessb لغة ال lessb لغة برمجها
+
+218
+00:16:52,440 --> 00:16:56,040
+اسمها lessb الحقيقة لغة البرمجة lessb هذه هي مش
+
+219
+00:16:56,040 --> 00:17:02,110
+جديدة و خصوصا ان اكيد طبعا معظمكم درسdiscrete
+
+220
+00:17:02,110 --> 00:17:06,350
+ويمكن بعضكم درستوا انا discrete فانا متأكد تماما
+
+221
+00:17:06,350 --> 00:17:10,850
+ان احنا اتكلمنا عن حاجة اسمها relations اتكلمنا عن
+
+222
+00:17:10,850 --> 00:17:15,250
+اشي اسمه relations ال relations هذه كانت يمكن في
+
+223
+00:17:15,250 --> 00:17:21,030
+.. في تالت chapter من ال .. من اخر الفصل كويس
+
+224
+00:17:21,030 --> 00:17:24,290
+فاتعاملنا معاه ان كيف ممكن اعرف ال function ك
+
+225
+00:17:24,290 --> 00:17:28,310
+relationاللي أخدوا discrete متذكرين يمكن هذا
+
+226
+00:17:28,310 --> 00:17:32,950
+الموضوع عشان نيجي نتكلم عن اللسب و أقول إن اللسب
+
+227
+00:17:32,950 --> 00:17:37,670
+هذا بتكون من .. كنا هناك بنقول بين relation و ال
+
+228
+00:17:37,670 --> 00:17:41,750
+atoms تبعته ال relation و ال atoms فهنا نفس الكلام
+
+229
+00:17:41,750 --> 00:17:46,360
+اللسب هو عبارة عن symbol oriented structureهو
+
+230
+00:17:46,360 --> 00:17:50,220
+عبارة عن symbols أنا بتتعامل مع لغة بتتعامل مع ال
+
+231
+00:17:50,220 --> 00:17:53,060
+symbols تبعتها بحيث إن هي بتتكون من حاجة اسمها ال
+
+232
+00:17:53,060 --> 00:17:56,320
+atom ال atoms الذرة فمع نادرك أنا بتتكلم عن ال
+
+233
+00:17:56,320 --> 00:18:00,740
+unit الصغيرة أقل unit موجودة ممكن أتعامل معها اللي
+
+234
+00:18:00,740 --> 00:18:04,980
+هي ال proposition أو الحقيقة الواحدة أو المتغير
+
+235
+00:18:04,980 --> 00:18:10,290
+الواحد المتغير الواحدand lists ال lists اللي هي
+
+236
+00:18:10,290 --> 00:18:14,410
+كيف ممكن أركبهم نركبهم مع بعض ف for example عشان
+
+237
+00:18:14,410 --> 00:18:17,350
+تكون الأمور واضحة طبعا هي بسيطة جدا أبسط مما
+
+238
+00:18:17,350 --> 00:18:22,630
+تتخيلوا الحقيقة واللغة قديمة يعني حاليا ماعتقدش
+
+239
+00:18:22,630 --> 00:18:27,150
+أنه لسه بيشتغلوا عليها لو أخدنا مثلا مثال minus
+
+240
+00:18:28,210 --> 00:18:31,750
+دائما الأقواص هي أهم شغلة في هذه اللغة، أن الأقواص
+
+241
+00:18:31,750 --> 00:18:36,050
+معناته أنا بدأت هنا list، بدأت list، كويس، فإذا
+
+242
+00:18:36,050 --> 00:18:41,330
+relation يعني كأنها relation، هذه minus، مفتح قوس،
+
+243
+00:18:41,330 --> 00:18:50,430
+فإذا relation جواها علامة star A B وسكر relation C
+
+244
+00:18:51,940 --> 00:18:56,480
+هذه زي ما قلنا الأقواس الأولى اللى في الخارجية
+
+245
+00:18:56,480 --> 00:18:59,020
+معناته أنا في ال relation ال relation الآن هذه
+
+246
+00:18:59,020 --> 00:19:05,480
+إلها عبارة عن minus relation عبارة عن minus فإذا
+
+247
+00:19:05,480 --> 00:19:09,300
+هي علاقة ل minus ال minus هذه محتاجة أكم atoms
+
+248
+00:19:09,300 --> 00:19:13,120
+أكيد اتنين لأن أنا ماقدرش أقول خمسة minus واسكت
+
+249
+00:19:13,120 --> 00:19:18,480
+minus إيش؟خمسة لازم يعني ال minus ك operator لازم
+
+250
+00:19:18,480 --> 00:19:22,820
+يكون له طرفين two atoms فالطرفين تعونها هي ال two
+
+251
+00:19:22,820 --> 00:19:25,860
+terms اللي بيكونوا وراها إذا في أقواس معناته القوس
+
+252
+00:19:25,860 --> 00:19:35,140
+كله على بعضه فإذا كأني بقول star a b ناقص c بس هذه
+
+253
+00:19:35,140 --> 00:19:37,900
+لسه ما انفكتش لإن هذه برضه كمان نفس الكلام
+
+254
+00:19:37,900 --> 00:19:40,300
+relation على بعضها طيب ال relation هذه عبارة عن
+
+255
+00:19:40,300 --> 00:19:45,550
+relation إيش starStar يعني ضرب، ضرب معناه ذلك أنها
+
+256
+00:19:45,550 --> 00:19:51,750
+A مضروبة في B، وبعدين بنطلع ونعمل ناقص C فهذه ال
+
+257
+00:19:51,750 --> 00:19:56,110
+relation، هذه تعريفها عُرفت بهذا الشكل ك relation
+
+258
+00:19:56,110 --> 00:20:00,730
+form، كشكل علاقات، كشكل علاقات و اللي أخذت منها
+
+259
+00:20:00,730 --> 00:20:04,850
+جزئية ال Lesb كبرمجة، كلغة برمجة، و اللي بتستخدم
+
+260
+00:20:04,850 --> 00:20:09,410
+فعليًا لل AI أساسًا، هي بتستخدم بشكل أساسيكلغة
+
+261
+00:20:09,410 --> 00:20:13,750
+برمجة تُكرت لل AI تحديدًا لل AI تحديدًا طيب كله
+
+262
+00:20:13,750 --> 00:20:15,870
+على بعض و هذا لما نجي نتكلم الآن عن ال graphical
+
+263
+00:20:15,870 --> 00:20:22,610
+representation لهذا الكلام و برضه إذا رجعتوا شوية
+
+264
+00:20:22,610 --> 00:20:25,150
+لل discrete هتجدوا أنه كان في حاجة اسمها graph
+
+265
+00:20:25,150 --> 00:20:28,530
+أخدناها بعد ال relation فنفس الفكرة كيف بقدر أعمل
+
+266
+00:20:28,530 --> 00:20:31,750
+graphical representation ل relation معينة ل
+
+267
+00:20:31,750 --> 00:20:36,030
+relation معينة بنسمي ال S spring أو ال symbolic
+
+268
+00:20:36,030 --> 00:20:41,140
+expressionفال symbolic expression as expressions
+
+269
+00:20:41,140 --> 00:20:47,860
+مباشرة اللي هو بشكل symbolic هذا كيف بتم؟ بتم
+
+270
+00:20:47,860 --> 00:20:52,720
+كتالي أني أقول من هنا نفس الفكرة ال operation هي
+
+271
+00:20:52,720 --> 00:20:56,460
+عبارة عن إيش؟ minus minus معناته أنا بتعامل مع
+
+272
+00:20:56,460 --> 00:21:00,460
+minus بهذا الشكل عملية minus ال minus هذه
+
+273
+00:21:00,460 --> 00:21:04,040
+graphically تمثل لإيش؟ لاتنين
+
+274
+00:21:06,490 --> 00:21:10,250
+children لازم يكون في إليها اتنين children عشان
+
+275
+00:21:10,250 --> 00:21:15,730
+فعلا تؤدي وظيفتها فلازم يكون في إليها فرعين فرع
+
+276
+00:21:15,730 --> 00:21:18,850
+جاي هنا و فرع جاي هنا الفرع اللي جاي هنا هو ال
+
+277
+00:21:18,850 --> 00:21:24,390
+term الأول فيها اللي هيكون عبارة عن star a و b و
+
+278
+00:21:24,390 --> 00:21:27,070
+نسكره هيك لأن هذا لسه برضه واضح ان هذا عبارة عن
+
+279
+00:21:27,070 --> 00:21:33,710
+قيمة لسه بدها افكر كويس القيمة التانية c هذا ال
+
+280
+00:21:33,710 --> 00:21:37,990
+termبقدرش أسيبه بهذا الشكل نقدرش نسيبه بهذا الشكل
+
+281
+00:21:37,990 --> 00:21:43,570
+لأ هو عبارة عن عملية العملية هد ايش اسمها عملية
+
+282
+00:21:43,570 --> 00:21:48,930
+ضرب فstar هنا طبعا خلاص هنا وصلنا ل ال atom مباشرة
+
+283
+00:21:48,930 --> 00:21:54,150
+اما ال operation العملية ال operation هد محتاجة aو
+
+284
+00:21:54,150 --> 00:21:59,710
+B فبتم تمثيلها بهذا الشكل بهذا الشكل بمعنى ان ال
+
+285
+00:21:59,710 --> 00:22:04,850
+expression ككل هي expression ل minus minus من مين
+
+286
+00:22:04,850 --> 00:22:12,150
+من مين minus ال C من من مين من ناتج عملية ناتج
+
+287
+00:22:12,150 --> 00:22:17,830
+العملية هذه الشيء A في B فكأني بقول A في B ناقص C
+
+288
+00:22:17,830 --> 00:22:23,660
+A في B ناقص C هذهالأسس الحقيقة الأساسية في ال
+
+289
+00:22:23,660 --> 00:22:27,680
+expression في لغة ال lesb وهي نفس اللي هنستخدمها
+
+290
+00:22:27,680 --> 00:22:32,640
+الآن في شغلنا فهي نفس الفكرة الحقيقة لاحظوا
+
+291
+00:22:32,640 --> 00:22:38,000
+relation لل minus بس relation هذه عبارة عن ال term
+
+292
+00:22:38,000 --> 00:22:41,650
+هذا كلهواللي هو operation .. ناتج operation كاملة
+
+293
+00:22:41,650 --> 00:22:47,550
+ناقص C ك أتم .. ك أتم لكن هذه مش أتم خاص بتحبت
+
+294
+00:22:47,550 --> 00:22:53,350
+ذاتها هي نفسها expression أصلا فعبارة عن A مضروب
+
+295
+00:22:53,350 --> 00:23:01,230
+في B والناتج ناقص C بهذا الشكل تمامOkay كيف بدي
+
+296
+00:23:01,230 --> 00:23:04,510
+أستخدم ال genetic algorithm؟ يعني أنت يا دكتور
+
+297
+00:23:04,510 --> 00:23:11,470
+رجعتنا هيك ل .. لسنة تالتة لل .. ال discrete لإيش؟
+
+298
+00:23:11,470 --> 00:23:14,770
+إيش الهدف منه؟ الهدف منه كان التالي إن إحنا بدنا
+
+299
+00:23:14,770 --> 00:23:18,110
+نشوف كيف أنا ممكن أستخدم ال expression ده أو ال
+
+300
+00:23:18,110 --> 00:23:23,790
+genetic programming و اللي بتستخدم بالعادة ال S
+
+301
+00:23:23,790 --> 00:23:29,020
+expressionو هنشوف الآن هنطعمها بجزئية ال .. ال
+
+302
+00:23:29,020 --> 00:23:32,020
+operations بتاعة مين؟ بتاعة ال genetic اللي هي
+
+303
+00:23:32,020 --> 00:23:36,260
+بتعمل crossover و بتعمل mutation عليها كيف هذا بده
+
+304
+00:23:36,260 --> 00:23:40,200
+يتم؟ هنشوف .. هناخده من خلال Pythagorean theorem
+
+305
+00:23:40,200 --> 00:23:43,400
+طبعا هي مش الهدف ال Pythagorean theorem احنا طبيعي
+
+306
+00:23:43,400 --> 00:23:47,440
+مش هنيجي ان ماعملناش genetic algorithm او genetic
+
+307
+00:23:47,440 --> 00:23:51,770
+programming عشان نحل نظريت في The Earthأكيد لأ
+
+308
+00:23:51,770 --> 00:23:56,130
+اكيد مش هذا هو الهدف الأساسي لكن هذا كمثال كمثال
+
+309
+00:23:56,130 --> 00:24:00,270
+انه كيف بده يتم استخدام ال genetic programming في
+
+310
+00:24:00,270 --> 00:24:05,050
+هذا الموضوع فنبدأ نشوف
+
+311
+00:24:07,940 --> 00:24:11,120
+كيف انا ممكن من الـ Genetic Programming اصل
+
+312
+00:24:11,120 --> 00:24:17,060
+لمعادلة Fetagorth و اللي هي بتقولنا ايش C بتساوي
+
+313
+00:24:17,060 --> 00:24:21,020
+جذر التربيع لأي تربيع plus بأي تربيع، حد اللي خاصة
+
+314
+00:24:21,020 --> 00:24:24,320
+بمين، خاصة بالمثلث قائم الزاوية أو ال right
+
+315
+00:24:24,320 --> 00:24:30,580
+triangleاللي عندها بحيث انه يكون عبارة عن A في B
+
+316
+00:24:30,580 --> 00:24:35,360
+وهي ال A وهي ال B وفي عند ال C بحيث انه قائم
+
+317
+00:24:35,360 --> 00:24:39,320
+الزاوية ممكن يكون هذا شكل ممكن يكون هذا شكل آخر
+
+318
+00:24:39,320 --> 00:24:45,380
+برضه لمثلث قائم الزاوية برضه A B وC ممكن يكون هذا
+
+319
+00:24:45,380 --> 00:24:46,660
+شكل آخر تماما
+
+320
+00:24:49,610 --> 00:24:56,990
+هي A B و C بس كلهم .. كلهم المفروض بدنا نعمللهم
+
+321
+00:24:56,990 --> 00:25:04,330
+معادلة لمثلث قائم الزاوية طيب خليني أنكبر الموضوع
+
+322
+00:25:04,330 --> 00:25:08,790
+شوية و أقول إن أنا بدي أعمله modeling يعني أنا في
+
+323
+00:25:08,790 --> 00:25:12,990
+عندي مجموعة inputs هيهاهدول ال inputs أنا مش عارف
+
+324
+00:25:12,990 --> 00:25:15,010
+إيش معادلتهم، بدنا نعمل حالة و مش عارفين إيش
+
+325
+00:25:15,010 --> 00:25:17,810
+معادلتهم، بدنا نعملهم modeling، يعني بدنا نجيب لهم
+
+326
+00:25:17,810 --> 00:25:21,210
+علاقة، بدنا نجيب relations بين أطرافهم كلهم على
+
+327
+00:25:21,210 --> 00:25:24,610
+بعض، فكلمة modeling الآن أتوقع اللي صار بشتغل في
+
+328
+00:25:24,610 --> 00:25:28,990
+ال control، صار بشتغل في ال advanced topic، صار لأ
+
+329
+00:25:28,990 --> 00:25:32,410
+فهم إن الموضوع أكبر من مجرد هي في الغرفة، لأ أنا
+
+330
+00:25:32,410 --> 00:25:37,350
+عندي مجموعة علاقات و بدنا نعمل لها modeling، يعني
+
+331
+00:25:37,350 --> 00:25:40,570
+بدنا نطلع لها معادلة، بدنا نطلع لها معادلة، هي
+
+332
+00:25:42,790 --> 00:25:47,730
+مجموعة من المثلثات، هاي مجموعة من المثلثات، قعدنا
+
+333
+00:25:47,730 --> 00:25:50,730
+نرسم أضلاع، المهم أنه فيه ضلعين منهم يكونوا
+
+334
+00:25:50,730 --> 00:25:56,350
+قائمين، وقعدنا نرسم زوايا، قعدنا نرسم زوايا
+
+335
+00:25:56,350 --> 00:25:59,710
+التانية مختلفين، اللي هم .. اللي هم علاقة بمين؟
+
+336
+00:25:59,710 --> 00:26:04,810
+بالوطربمعنى دايما حط بهذا الشكل قائم و أغير في
+
+337
+00:26:04,810 --> 00:26:09,070
+الوطر مرة حطه هيك مرة حطه هيك مرة حطه هيك كل مرة
+
+338
+00:26:09,070 --> 00:26:12,490
+هيطلعلك مثلث مختلف عن التاني بس كلهم قائم الزاوية
+
+339
+00:26:12,490 --> 00:26:16,450
+كله قائم الزاوية وبناء عليه بتتغير قيمة A وB عشان
+
+340
+00:26:16,450 --> 00:26:22,150
+نحصل على C مختلفة كل مرة فإعطاني هنا مجموعة قياسات
+
+341
+00:26:22,150 --> 00:26:30,960
+لتلت أضلعدائما لمثلث قائم الزاوية دائما لمثلث قائم
+
+342
+00:26:30,960 --> 00:26:35,900
+الزاوية فيعطينا مثلا لما يكون ال side a تلاتة ال
+
+343
+00:26:35,900 --> 00:26:40,780
+side b خمسة بيطلع الوتر خمسة فاصلة تمانية تلاتة
+
+344
+00:26:40,780 --> 00:26:45,100
+مثلا لما يكون تمانية واربعتاش بيطلع ستاشة فاصلة
+
+345
+00:26:45,100 --> 00:26:48,840
+واحدة تلاتة وإلى آخرها تمانتاش واتنين بيطلع
+
+346
+00:26:48,840 --> 00:26:52,200
+تمانتاش فاصلة احداش اتنين و تلاتين و احداش بيطلع
+
+347
+00:26:52,200 --> 00:26:56,300
+تلاتة و تلاتينفاصلة تمانية تلاتة أربعة و تلاتة
+
+348
+00:26:56,300 --> 00:27:00,120
+أكيد هدى كهد مشهورة جدا بتطلع خمسة مباشرة and so
+
+349
+00:27:00,120 --> 00:27:04,660
+on الآن اللي ظهر عندك هي observations بهذا الشكل
+
+350
+00:27:04,660 --> 00:27:09,240
+وهذا الكلام بتقدر تطبقه على أي نظرية أخرى أنه
+
+351
+00:27:09,240 --> 00:27:12,720
+والله أنت عندك مجموعة قياسات زي بالظبط لما بتروح
+
+352
+00:27:12,720 --> 00:27:16,810
+المختبر مش بتروح المختبر بتجيس ال vaultو عندك
+
+353
+00:27:16,810 --> 00:27:20,450
+المقاومة وبنان عليه بتحسب ال .. بتحسب جدش ال
+
+354
+00:27:20,450 --> 00:27:24,410
+current وبتحط مشاهدتك بتكتب ملاحظتك وبعد هيك بتقول
+
+355
+00:27:24,410 --> 00:27:27,730
+والله بدي أجيب معادلة بينهم بدي أجيب منهم معادلة
+
+356
+00:27:27,730 --> 00:27:31,630
+فانت كل اللي عملته انك انت عملت قياسات قيمة ال
+
+357
+00:27:31,630 --> 00:27:35,590
+current كذا قيمة ال volt كذا المعادلة المعاملة
+
+358
+00:27:35,590 --> 00:27:40,200
+المقاومة كذا وممكن تكون مقاومة متغيرة ف ..بتتغير
+
+359
+00:27:40,200 --> 00:27:42,880
+معاك، ممكن يكون دايد، فبدك تجيب قداش قيمة الدايد
+
+360
+00:27:42,880 --> 00:27:47,980
+وكيف شكل ال behavior بين ال V والI and so on، ففي
+
+361
+00:27:47,980 --> 00:27:51,920
+النهاية انت بدك تجيب behavior بين مجموعة ال
+
+362
+00:27:51,920 --> 00:27:55,280
+observations اللي انت شفتهم، تمام، فخلّينا نقول
+
+363
+00:27:55,280 --> 00:28:01,380
+مبدئيا، randomly حطينا معادلات مختلفةrandomly هيك
+
+364
+00:28:01,380 --> 00:28:07,820
+قلنا خلينا نقول ال water بيساوي a تكعيب ناقص جزر
+
+365
+00:28:07,820 --> 00:28:13,220
+بي plus a في بي كلام اي اي expression اي
+
+366
+00:28:13,220 --> 00:28:19,000
+expression فنطلع بهذا الشكل فهي expression أولى هي
+
+367
+00:28:19,000 --> 00:28:22,940
+symbolic expression أولى على الشمال وهي expression
+
+368
+00:28:22,940 --> 00:28:28,630
+تانية او symbolic expression تانية على اليمينواحدة
+
+369
+00:28:28,630 --> 00:28:32,250
+يمين واحدة شمال سيبك من ال curve اللي احنا عاملينه
+
+370
+00:28:32,250 --> 00:28:35,650
+هذا لكن هذا مستقلة و هذا مستقلة مبدأيا هذا model
+
+371
+00:28:35,650 --> 00:28:41,850
+معين معادلة معينة و بدنا نعمللها test ايش هنعملها
+
+372
+00:28:41,850 --> 00:28:47,150
+test يعني اطبق عليها هل فعلا لو ضربت a في a هايهم
+
+373
+00:28:47,150 --> 00:28:51,990
+هذي a في a هتنكتبهم شوية مع بعض نشوف هذه مثلا
+
+374
+00:28:51,990 --> 00:28:56,110
+المعادلة هذه طبعا هو هنا كتبها حسب اللسب حسب اللسب
+
+375
+00:28:56,110 --> 00:29:00,410
+هي مكتوبة تحتتمام احنا نكتبها كمعادلة من الشكل كيف
+
+376
+00:29:00,410 --> 00:29:02,990
+بقدر امثلها رياضيا بالرياضيات اللي انتوا عارفينها
+
+377
+00:29:02,990 --> 00:29:08,170
+هقول a في a معناته a تربيعه هاي a تربيعه خلصنا من
+
+378
+00:29:08,170 --> 00:29:19,690
+هذا زائد زائد زائد ايش هنا a ناقص b a ناقص b كل
+
+379
+00:29:19,690 --> 00:29:24,550
+هذا خلصنا كل جزء هذا وين square تحت الجذر
+
+380
+00:29:27,230 --> 00:29:36,950
+كله ناقص A تمام كل هذا على هي على هي خلصنا الناقص
+
+381
+00:29:36,950 --> 00:29:44,970
+ناقص A هنا فيها دي على over تمام على جداش حاصل ضرب
+
+382
+00:29:44,970 --> 00:29:52,860
+A في B فإذا انتحت A Bهي شكل المعادلة الأولى يعني
+
+383
+00:29:52,860 --> 00:29:56,700
+واضح أنه مالهاش أي علاقة في .. في .. في the growth
+
+384
+00:29:56,700 --> 00:30:00,660
+نهائيا لكن احنا في النهاية بنشتغل randomly أي
+
+385
+00:30:00,660 --> 00:30:04,220
+معادلة تطلع قدامنا و خلاص و خليها شوية شوية ال
+
+386
+00:30:04,220 --> 00:30:07,760
+genetic programming هي اللي اتعدلها لما توصلنا
+
+387
+00:30:07,760 --> 00:30:10,820
+للحل هي اللي تخليها تعدل .. تعدل .. تعدل .. تعدل
+
+388
+00:30:10,820 --> 00:30:12,120
+.. تعدل .. تعدل .. تعدل .. تعدل .. تعدل .. تعدل ..
+
+389
+00:30:12,120 --> 00:30:12,720
+تعدل .. تعدل .. تعدل .. تعدل .. تعدل .. تعدل ..
+
+390
+00:30:12,720 --> 00:30:19,960
+تعدل .. تعدل .. تالان المعادلة هذه اللي احنا
+
+391
+00:30:19,960 --> 00:30:24,540
+طلعناها متذكرين ال observations ساعتوي؟ القياسات؟
+
+392
+00:30:24,540 --> 00:30:28,980
+بروح للقياسات ال measurements هذه ببدأ أطبقهم لما
+
+393
+00:30:28,980 --> 00:30:35,220
+a بتكون كذا و b بتكون كذا، c قداش؟ و بفحص c هنا و
+
+394
+00:30:35,220 --> 00:30:39,900
+بشوف c هنا أكيد هيطلع error، check؟ أكيد بيطلع
+
+395
+00:30:39,900 --> 00:30:41,980
+errors لأن احنا عارفين ان مش هذه المعادلة تبعتها
+
+396
+00:30:43,040 --> 00:30:45,720
+فحنجد أنه شوية شوية شوية شوية في مجموعة errors
+
+397
+00:30:45,720 --> 00:30:49,600
+بقعد أجمع مجموعة ال errors عشان أقول والله هذه ال
+
+398
+00:30:49,600 --> 00:30:54,270
+accuracy تبعتها فيها error كذاوبهمنا الآن انجلل
+
+399
+00:30:54,270 --> 00:30:56,810
+أقصى ما يمكن ال error أقصى ما يمكن ال error
+
+400
+00:30:56,810 --> 00:31:03,250
+طبقناهم كلهم امتى بأصل ل error مقبول يعني ان الفرق
+
+401
+00:31:03,250 --> 00:31:07,790
+مش كتير كبير مش كتير كبير بس بدنا ناخد بالنا من
+
+402
+00:31:07,790 --> 00:31:12,030
+شغلة مهمة ال error أكيد لازم تاخده ال absolute
+
+403
+00:31:13,070 --> 00:31:16,470
+check أو ال mean square error لأنه ماينفعش ال
+
+404
+00:31:16,470 --> 00:31:19,610
+error يكون مرة موجب مرة سالب تقول خلاص الموجب مع
+
+405
+00:31:19,610 --> 00:31:22,210
+السلب راح فمافيش error هي ممتازة للمعادلة الأخرى
+
+406
+00:31:22,210 --> 00:31:26,030
+أكيد كلام قطأ فأضعف الإيمان إذا ماكنتش تروح ل ال
+
+407
+00:31:26,030 --> 00:31:30,030
+mean square error على الأقل خد ال absolute طبعا
+
+408
+00:31:30,030 --> 00:31:33,130
+إذا كانت تتكلم عن vector تاخد norm .. تاخد norm
+
+409
+00:31:33,130 --> 00:31:35,910
+طبعا أكيد كلكوا فاهمين الكلام ده لإن احنا شرحناه
+
+410
+00:31:35,910 --> 00:31:39,010
+في المحاضرات السابقة كل واحدة في .. في .. في
+
+411
+00:31:39,010 --> 00:31:46,540
+مكانها يعنيتمام كعمليةهذا ال term عنده كمية error
+
+412
+00:31:46,540 --> 00:31:50,480
+معينة أو هذه المعادلة ممكن نعمل معادلة تانية و نفس
+
+413
+00:31:50,480 --> 00:31:54,000
+الكلام أفحصها ككمزوم فجبنا ال evaluation بتاعتها
+
+414
+00:31:54,000 --> 00:31:57,020
+ال evaluation بتاعتها عبارة عن مجموع ال error هي
+
+415
+00:31:57,020 --> 00:31:59,660
+مجموعة ال error لكل ال observations اللي اتكونت
+
+416
+00:31:59,660 --> 00:32:04,480
+عندنا الآن بنبدأ الجزئية التانية انه ال expression
+
+417
+00:32:04,480 --> 00:32:06,840
+هذا مع ال expression هذا كرمزوم هذا مع الكرمزوم
+
+418
+00:32:06,840 --> 00:32:11,960
+هذا بنبدأ نعمل crossover باجي عند أي عملية معينة
+
+419
+00:32:11,960 --> 00:32:18,090
+هناببدلهم مع بعض ناخد العملية هذه مكان العملية هذه
+
+420
+00:32:18,090 --> 00:32:22,610
+و بنبدلهم ممكن أخد atom من هنا مع atom من هنا و
+
+421
+00:32:22,610 --> 00:32:26,230
+أبدلهم ممكن ناخد ال atom بس لحاله مع ال operation
+
+422
+00:32:26,230 --> 00:32:26,570
+هذه
+
+423
+00:32:29,390 --> 00:32:34,110
+فنقدر نعمل عملية crossover فالأكثر استخداما هي أنه
+
+424
+00:32:34,110 --> 00:32:38,110
+أستخدم عملية مع عملية operation هنا مع operation
+
+425
+00:32:38,110 --> 00:32:42,070
+هنا وأستبدلهم كيف بيصير شكلها؟ هنلاحظ أن الجزء هذا
+
+426
+00:32:42,070 --> 00:32:46,410
+هنا هتيجي من ال square و ال multiplication أو ال
+
+427
+00:32:46,410 --> 00:32:49,210
+star هتيجي من الناحية التانية، هاي اللي أصار
+
+428
+00:32:49,210 --> 00:32:54,650
+فعليا، square أجت هناو ال star جلبت هنا صار في إيش
+
+429
+00:32:54,650 --> 00:32:58,970
+عنده أكيد معادلتين تانيات إجداد المعادلات الإجداد
+
+430
+00:32:58,970 --> 00:33:05,230
+هذه بدنا نجربها و نشتغل عليها طيب أكيد طبعا إيش
+
+431
+00:33:05,230 --> 00:33:08,030
+اللي بده تغير الآن لو أنا طبعا مش حمسك هذه خلينا
+
+432
+00:33:08,030 --> 00:33:10,750
+فيها دي إيش اتغير عليها اللي اتغير عليها كانت تالي
+
+433
+00:33:10,750 --> 00:33:18,070
+إنه اتعدلت بحيث أنها تصبح بدل ما هي على a في b
+
+434
+00:33:18,070 --> 00:33:24,160
+اللي كانت موجودة لأ صارت جذرلأن هي العملية الجذر
+
+435
+00:33:24,160 --> 00:33:32,040
+هي square لمن لطرح ففي علامة minus لمن ل two terms
+
+436
+00:33:32,040 --> 00:33:39,540
+B في B فإذا B تربيع ناقص A بهذا الشكل صارت معادلة
+
+437
+00:33:39,540 --> 00:33:44,400
+جديدة معادلة جديدة هنعمل evaluation كيف evaluation
+
+438
+00:33:44,400 --> 00:33:48,520
+يعني بكل بساطة بروح بطبق عليها مجموعة ال
+
+439
+00:33:48,520 --> 00:33:52,640
+measurements اللي احنا شوفناهاوكل measurement او
+
+440
+00:33:52,640 --> 00:33:58,220
+two او peer ل A و B بطبقها بحسب ال actual output
+
+441
+00:33:58,220 --> 00:34:01,160
+اللي هي ال C و بقارنها مع ال C اللي موجودة عندى و
+
+442
+00:34:01,160 --> 00:34:04,040
+بطرح و باخد ال difference between them و بنجمع على
+
+443
+00:34:04,040 --> 00:34:09,460
+ال difference between them ل Cالـ actual و ال
+
+444
+00:34:09,460 --> 00:34:12,100
+desired لل observation التانية و التالتة و الرابعة
+
+445
+00:34:12,100 --> 00:34:14,280
+أو ال measurements التانية و التالتة و التارية لما
+
+446
+00:34:14,280 --> 00:34:17,460
+نخلصهم كلهم لما نخلصهم كلهم وجمع أقوله لأ هيكسرت
+
+447
+00:34:17,460 --> 00:34:21,280
+ال error قيمتها كذا زادت جلت مين الأفضل هذه
+
+448
+00:34:21,280 --> 00:34:25,500
+العملية الحقيقة ممكن نشتغل عليها فهنا بتكون عملنا
+
+449
+00:34:25,500 --> 00:34:30,040
+crossover كأول عملية من عمليات ال geneticالعملية
+
+450
+00:34:30,040 --> 00:34:32,100
+التانية اللي ممكن نعملها هي ال mutation
+
+451
+00:34:32,100 --> 00:34:36,680
+فالمutation في ال genetic programming بكل بساطة
+
+452
+00:34:36,680 --> 00:34:42,020
+برضه باجي بقول جدش في احتمال ان اعمل mutation نفس
+
+453
+00:34:42,020 --> 00:34:45,200
+الكلام توي كنا برضه المفروض نقول ان احنا بدنا نحسب
+
+454
+00:34:45,200 --> 00:34:48,460
+في الأول جدش احنا احتمال ان اعمل على المعادلة هذه
+
+455
+00:34:48,460 --> 00:34:52,640
+عملية crossover عشان نعمل crossover و بعد ذلك
+
+456
+00:34:52,640 --> 00:34:58,080
+هنقول برضه كاحتمالية عنداكم operation هي واحد
+
+457
+00:34:58,080 --> 00:35:02,200
+اتنين تلاتة اربعة جدش عددهم كلهم هيك لو افترض ان
+
+458
+00:35:02,200 --> 00:35:06,140
+كل واحد منهم له رقم برضه بطريقة راندوملي هقول
+
+459
+00:35:06,140 --> 00:35:14,230
+راندوملي الرقم اتنينفالرقم 2، 1، 2، 3، 4، 5، 6، 7،
+
+460
+00:35:14,230 --> 00:35:20,510
+8، 9، 10، 11، 12، 13 نفترض عند 2 طلعت الرقم 2 من
+
+461
+00:35:20,510 --> 00:35:27,950
+عملية randomization selection من 1 ل 17 طلع له
+
+462
+00:35:27,950 --> 00:35:31,150
+الرقم 2 فإذا الرقم 2 هذا اللي بده أغيرهاإيش يعني
+
+463
+00:35:31,150 --> 00:35:34,830
+بتغيرها؟ يعني بكل بساطة بدي أجي أشوف إذا كان هي
+
+464
+00:35:34,830 --> 00:35:38,830
+minus بدي أشوف إيش ال operations المتحين عنده عشان
+
+465
+00:35:38,830 --> 00:35:43,070
+أعكسها لإشي تاني فهنا ممكن نقول لأ بدي أغيرها
+
+466
+00:35:43,070 --> 00:35:47,570
+لعملية ضرب مثلاأو بتغيرها لجمع فبشوف إيش ال
+
+467
+00:35:47,570 --> 00:35:50,190
+operations الممكنة عشان أختار أعمل selection لأ
+
+468
+00:35:50,190 --> 00:35:53,090
+operation ييجي مكانها .. لأ operation ييجي مكانها
+
+469
+00:35:53,090 --> 00:35:57,350
+أو نيجي نعمل واحد اتنين تلاتة أربعة خمسة عند
+
+470
+00:35:57,350 --> 00:36:01,890
+الخمسة طلع مثلا فالخمسة هنا طلعت إيش مش operation
+
+471
+00:36:01,890 --> 00:36:06,750
+طلعت atom فال atom هذا متغير طب إيش في متغيرات
+
+472
+00:36:06,750 --> 00:36:11,330
+تانية غيره؟في عندي ال A بس فإذا بتتغير لل A مش
+
+473
+00:36:11,330 --> 00:36:15,110
+أكتر من هيك فإذا بتتغير ل A مدام مافيش .. لو في
+
+474
+00:36:15,110 --> 00:36:19,730
+مثلا أكتر من المتغير بنستثنى ال B و بنعمل برضه
+
+475
+00:36:19,730 --> 00:36:24,770
+بشكل random بنعمل selection بشكل عشوائي للمتبقين
+
+476
+00:36:24,770 --> 00:36:31,250
+فالعملية الحقيقة هي كلهابشكل random اللي بالتم هذه
+
+477
+00:36:31,250 --> 00:36:34,630
+غيرناها هذه بدل السالب صارت موجب وهذه بدل ال B
+
+478
+00:36:34,630 --> 00:36:39,750
+صارت A and so on بهذا الشكل هذه كل فكرة ال program
+
+479
+00:36:39,750 --> 00:36:43,090
+ال genetic programming genetic programming يعني
+
+480
+00:36:43,090 --> 00:36:47,010
+هذه ال .. اه هذه بدها شوية تكبير عشان يتبين معاكم
+
+481
+00:36:47,010 --> 00:36:53,270
+عشان
+
+482
+00:36:53,270 --> 00:36:56,210
+ال algorithm هنا نشرح ال algorithm بالتفصيل
+
+483
+00:36:58,350 --> 00:37:05,090
+جبل ما ننهي هذا الموضوع فحنجد خلصنا هيك المثال
+
+484
+00:37:05,090 --> 00:37:09,870
+تبعنا نشوف ال algorithm للطريقة كلها على بعضها
+
+485
+00:37:10,990 --> 00:37:14,350
+هنبدأ بـ start ثم نعمل generate ال initial
+
+486
+00:37:14,350 --> 00:37:20,130
+population of symbolic expressions of size n
+
+487
+00:37:20,130 --> 00:37:23,190
+بالظبط زي ال genetic algorithm لكن هنا زي ما قلنا
+
+488
+00:37:23,190 --> 00:37:26,330
+لك ال chromosomes تبعتنا الحقيقة هي عبارة عن S
+
+489
+00:37:26,330 --> 00:37:29,570
+expressions او symbolic expressions عددهم جدش
+
+490
+00:37:29,570 --> 00:37:33,070
+عددهم n عددهم n فمعنى ذلك انه بيكون في end حاجة
+
+491
+00:37:33,070 --> 00:37:37,200
+اسمهاgeneration وفي حاجة اسمها ال population
+
+492
+00:37:37,200 --> 00:37:43,100
+للكرمزومز جديش العدد الكرمزومز داخل الجيل الواحد
+
+493
+00:37:43,100 --> 00:37:45,660
+او ال generation الواحد فعملناهم عملنا
+
+494
+00:37:45,660 --> 00:37:48,520
+initialization خلاص عملنا generation للكل مافيش
+
+495
+00:37:48,520 --> 00:37:53,780
+مشكلة صار عندي عدد ال expressions عددهم N بنروح
+
+496
+00:37:53,780 --> 00:37:57,180
+للخطوة التانية اني بعمل execute each expression
+
+497
+00:37:57,180 --> 00:38:01,500
+and calculate its fitness ايش هو its fitness ..
+
+498
+00:38:01,500 --> 00:38:05,770
+fitness تبعته ال errorاللي هي قيمة ال error هنا
+
+499
+00:38:05,770 --> 00:38:09,230
+انه انا بعمل model وعندي ال output انا قايس ال
+
+500
+00:38:09,230 --> 00:38:12,230
+output بس انا ماتديش اضلني كل مرة اجيسه جهة قياس
+
+501
+00:38:12,230 --> 00:38:15,530
+انا خلاص بدي احاول اعمل modeling يطلعلي معادلة
+
+502
+00:38:15,530 --> 00:38:19,410
+عشان اصير انا من عندى لو دخلنا قيمة كذا ودخلنا
+
+503
+00:38:19,410 --> 00:38:23,750
+قيمة كذا فالاصل انه يطلع كذا مش لسه كل شوية بدروح
+
+504
+00:38:23,750 --> 00:38:27,840
+اجيسها اناأطبّقها و أجيسها أطبّقها و أجيسها لأ
+
+505
+00:38:27,840 --> 00:38:31,080
+المفروض أن يصير أندي معادلة لها مباشرة لها دي طبعا
+
+506
+00:38:31,080 --> 00:38:34,300
+بداش احنا نخد في عملية ال simulation أنه لما يكون
+
+507
+00:38:34,300 --> 00:38:35,960
+في أندي model معناته أنه بقدر أعمل عملية
+
+508
+00:38:35,960 --> 00:38:39,040
+simulation بشكل بسيط و ب .. بأبعد عني ال risk في
+
+509
+00:38:39,040 --> 00:38:42,480
+ال .. في العمليات اللي .. اللي بشتغلها اللي بشتغل
+
+510
+00:38:42,480 --> 00:38:45,000
+في ال chemistry مثلا مش محتاج يقعد يضيف حاجات على
+
+511
+00:38:45,000 --> 00:38:48,580
+بعض و يمكن تنفجر و يمكن نتائجها تكون مش جيدة اللي
+
+512
+00:38:48,580 --> 00:38:51,480
+بدو يشتغل في الكهربا يمكن يحط قيم معينة أو
+
+513
+00:38:51,480 --> 00:38:56,140
+components مع بعض بطريقة معينة فتنحرجلأ بصير ببعد
+
+514
+00:38:56,140 --> 00:39:00,380
+عن ال risk هذا وبتكون أسرع في الحصول على النتائج
+
+515
+00:39:00,380 --> 00:39:02,800
+فهو نفس الكلام اللي بدنا نعمله فالان بنعمل
+
+516
+00:39:02,800 --> 00:39:07,650
+execution ال error بديه أقل ما يمكنكويس جيسنا
+
+517
+00:39:07,650 --> 00:39:13,270
+designate فبنعمل حاجة اسمها designate the best so
+
+518
+00:39:13,270 --> 00:39:20,230
+far بختار أو بنرشح أو بنحدد الأفضل .. الأفضل حتى
+
+519
+00:39:20,230 --> 00:39:25,330
+الآن من مين؟ من ال S expression ك result لمين؟ لل
+
+520
+00:39:25,330 --> 00:39:29,050
+run .. لل run اللي احنا عملناها هنا احنا نفذنا
+
+521
+00:39:29,050 --> 00:39:34,320
+طلعنافي عندي n expressions ما احنا قلنا عددهم n ال
+
+522
+00:39:34,320 --> 00:39:37,240
+n expressions ده دولة في واحد منهم احسن واحد ايش
+
+523
+00:39:37,240 --> 00:39:40,320
+يعني احسن واحد يعني كان اقل error منهم اقل error
+
+524
+00:39:40,320 --> 00:39:46,780
+بنحدده انحددنا هنا الان مدام حددنا بنيجي بنقول هل
+
+525
+00:39:46,780 --> 00:39:50,780
+التحديد هذا حقق .. اللي .. اللي اتحدد هذا حققلي
+
+526
+00:39:50,780 --> 00:39:57,080
+determination criterion satisfied بمعنىهل هو ك
+
+527
+00:39:57,080 --> 00:40:00,660
+error مقبول بالنسبالي؟ يعني نفترض إن ال error هذا
+
+528
+00:40:00,660 --> 00:40:05,540
+قيمته واحد في المية إذا والله التطبيق بيحتمل ال
+
+529
+00:40:05,540 --> 00:40:09,080
+واحد في المية ك error خلاص هي كويس مافيش داعي تتعب
+
+530
+00:40:09,080 --> 00:40:13,260
+حالك في شغل زيادة إذا محتاج تطلع ال model بشكل
+
+531
+00:40:13,260 --> 00:40:18,180
+سريع وحتقول ال error فيه زائد ناقص 0.01 واحد في
+
+532
+00:40:18,180 --> 00:40:21,640
+المية مش هيك بتتم مش هيك بالظبط بتتم في المعظم ال
+
+533
+00:40:21,640 --> 00:40:26,040
+..ال components بيحط لك plus ناقص او point او one
+
+534
+00:40:26,040 --> 00:40:29,460
+مثلا اللي هي tolerance او ال error tolerance for
+
+535
+00:40:29,460 --> 00:40:33,540
+example تمام فإذا كان و الله مرضى وصلنا لقيمة
+
+536
+00:40:33,540 --> 00:40:37,480
+مرضية yes هذا ال yes هتوصلنا في الآخر لمين ل ال
+
+537
+00:40:37,480 --> 00:40:41,250
+end اني بوقف الشغل و خلصنا انتهىأما إذا كان لأ غير
+
+538
+00:40:41,250 --> 00:40:44,190
+مرضى، معناه ذلك إنه واضح أنا بده أروح لمين، لأ new
+
+539
+00:40:44,190 --> 00:40:48,390
+generation، بدنا نروح لل new generation فبنحط ال
+
+540
+00:40:48,390 --> 00:40:52,530
+best so far as expression أو symbolic expression
+
+541
+00:40:52,530 --> 00:40:58,070
+in the new population ال population هذه أول عنصر
+
+542
+00:40:58,070 --> 00:41:04,960
+بنحطه هو الأفضل، الحل الأفضلثم بعد ذلك بنبدأ نعمل
+
+543
+00:41:04,960 --> 00:41:10,280
+اختيار ل ال genetic operation او ال operator ال
+
+544
+00:41:10,280 --> 00:41:13,140
+genetic operator انه هنختار بختار اي واحدة من
+
+545
+00:41:13,140 --> 00:41:16,160
+التلاتة طبعا احنا مبدئيا اول ما نزلنا فعليا احنا
+
+546
+00:41:16,160 --> 00:41:19,820
+اختارنا cloning احنا اختارنا مبدئيا هي عملية
+
+547
+00:41:19,820 --> 00:41:25,340
+cloningمن الـ cloning هدولة عملية الـ cloning هذه
+
+548
+00:41:25,340 --> 00:41:28,560
+بعد ما نزلنا أفضل واحد ببدأ أعمل عملية احتمالات
+
+549
+00:41:28,560 --> 00:41:32,300
+حسب من الـ roulette متذكرين ال roulette عندي n
+
+550
+00:41:32,300 --> 00:41:38,820
+expressions جدش ال error كل واحد جدش قريب من الحل
+
+551
+00:41:38,820 --> 00:41:45,140
+يعتبر هذا ميزة له .. ميزة له بطريقة معينة بنعكسهم
+
+552
+00:41:45,140 --> 00:41:48,360
+.. بنعكسهم عشان يكون ال probability تبعته أكبر
+
+553
+00:41:48,990 --> 00:41:51,930
+بنعكسهم عشان تكون ال probability تبعته أكبر ما
+
+554
+00:41:51,930 --> 00:41:55,950
+يمكن و بنحطه حسب ال roulette و بنبدأ نختار اللي
+
+555
+00:41:55,950 --> 00:42:01,170
+بنختاره برضه بشكل probabilistic او بشكل stochastic
+
+556
+00:42:01,170 --> 00:42:04,530
+هل عمله cloning ولا عمله crossover ولا عمله
+
+557
+00:42:04,530 --> 00:42:08,230
+mutation؟إذا بدنا نعمل ال cloning معناته هي select
+
+558
+00:42:08,230 --> 00:42:13,250
+one as expression نختار لنا واحد زي ما هو بندخله
+
+559
+00:42:13,250 --> 00:42:17,370
+على ال new generation أما إذا أختارنا crossover
+
+560
+00:42:17,370 --> 00:42:22,230
+معناته بدي أختار اتنين as expressions و نعمل زيتوي
+
+561
+00:42:22,230 --> 00:42:26,790
+نبدأ نحددوين بدنا نعمل ال crossover بتاعتنا؟ هل
+
+562
+00:42:26,790 --> 00:42:28,770
+نعملها على ال operation؟ على ال .. على أنه
+
+563
+00:42:28,770 --> 00:42:32,470
+operation هنا و أنه operation هنا؟ عشان نفصلهم و
+
+564
+00:42:32,470 --> 00:42:36,510
+نبدل مجموعة ال operations ك branch داخل ال tree
+
+565
+00:42:36,510 --> 00:42:40,730
+فظيرنا ال branch أخدنا branch من ال tree هذه و
+
+566
+00:42:40,730 --> 00:42:42,930
+حطناها لل tree التانية و أخدنا ال branch مكانها من
+
+567
+00:42:42,930 --> 00:42:46,210
+ال tree التانية و حطناها ك branch لل tree الأولى
+
+568
+00:42:46,210 --> 00:42:49,250
+أو mutation فالمutation نفس الكلام بدنا نعمل
+
+569
+00:42:49,250 --> 00:42:54,640
+selection oneS expression هذه محتاجة واحد بنعمل
+
+570
+00:42:54,640 --> 00:42:58,080
+selection لواحد بس انا مش محتاج اعمل لاتنين فإذا
+
+571
+00:42:58,080 --> 00:43:02,640
+ال cloning هو واحد لأنه زي ما هو بده نزله كما هو
+
+572
+00:43:02,640 --> 00:43:06,100
+او اعمل selection برضه لوحد اذا بده اعمل mutation
+
+573
+00:43:06,100 --> 00:43:12,210
+بنحددكل ال .. ال .. ال .. ال children أو ال ..
+
+574
+00:43:12,210 --> 00:43:15,670
+بالظبط هي ال children أو ال leaves تبعتنا داخل ال
+
+575
+00:43:15,670 --> 00:43:20,350
+tree بنحق .. بنرقمهم و بنختار لنا عشوائي رقم إذا
+
+576
+00:43:20,350 --> 00:43:24,170
+والله الرقم هذا ل ال atom بشوف مين المتغيرات
+
+577
+00:43:24,170 --> 00:43:27,270
+التانية عشان أحطها بدل المتغير اللي موجود في ال
+
+578
+00:43:27,270 --> 00:43:31,670
+atom إذا كان expression بمعنى operator إذا كان
+
+579
+00:43:31,670 --> 00:43:34,770
+operator بحط مكان ال operator هذه أي operation أو
+
+580
+00:43:34,770 --> 00:43:38,670
+أي operation تانيةأو اي operator اخر اي operator
+
+581
+00:43:38,670 --> 00:43:42,030
+اخر اما في ال cross over فانا محتاج اتنين لانه
+
+582
+00:43:42,030 --> 00:43:45,190
+بدنا نبدل بدنا نشتغل تبديل بين واحد للتاني تمام
+
+583
+00:43:45,190 --> 00:43:49,730
+العملية هذه بتستمر لعند ما اخلص لل new generation
+
+584
+00:43:49,730 --> 00:43:55,740
+ال NS expression لما اخلصهم عددهم لان كامل فبكون
+
+585
+00:43:55,740 --> 00:43:59,340
+قولت ان ال population تبعت اجتملت فصار هذا جيل
+
+586
+00:43:59,340 --> 00:44:03,240
+جديد اعمل تطبيق عليه تطبيق ايش ان احسب كل واحد ال
+
+587
+00:44:03,240 --> 00:44:07,940
+error جديش عشان بعد ذلك نقول هذا احسن error اخزنه
+
+588
+00:44:07,940 --> 00:44:11,140
+و اشوف هل هو احسن من اللي كنت مخزنه سابقا ولا لأ
+
+589
+00:44:11,140 --> 00:44:14,840
+اذا كان افضل بنسى السابق و بحط هذا كافضل حل حتى
+
+590
+00:44:14,840 --> 00:44:20,810
+اللحظة اما اذا كان اسوأ بخل السابقوبنرجع بنعيد نفس
+
+591
+00:44:20,810 --> 00:44:25,030
+الكلام فإذا بعد ما اكتملت هيها هي ال condition
+
+592
+00:44:25,030 --> 00:44:29,270
+تبعها إذا كان ال size لها ال new population equal
+
+593
+00:44:29,270 --> 00:44:33,830
+to n yes خلاص وقفنا إذا no لاحظوا إيش بديه رجعني
+
+594
+00:44:33,830 --> 00:44:38,290
+ال no؟ هيرجعني أن أرجع كمان مرة أختار واحدة من ال
+
+595
+00:44:38,290 --> 00:44:44,360
+cloning أو crossover أوMutation عشان نزود ال
+
+596
+00:44:44,360 --> 00:44:48,480
+population بتاعتنا تمام لما تصل ل in yes فإذا هنا
+
+597
+00:44:48,480 --> 00:44:52,220
+بنروح بنغير the current population with the new
+
+598
+00:44:52,220 --> 00:44:56,540
+one ال population السابق بنشيله كله صار عندي a new
+
+599
+00:44:56,540 --> 00:45:01,840
+population بيجي مكانه عشان يحل محله في الشغل فحل
+
+600
+00:45:01,840 --> 00:45:04,820
+محله في الشغل كان التالي انه يرجع بال feedback هذه
+
+601
+00:45:06,090 --> 00:45:11,330
+لوين؟ لهنا فبعمل execution عمل execution لكل S
+
+602
+00:45:11,330 --> 00:45:15,150
+expression موجودة فيه عشان يحدد مين الأفضل ويعمل
+
+603
+00:45:15,150 --> 00:45:18,250
+النسب للروليت ويعمل كل الشغل اللي خاص بمين بال
+
+604
+00:45:18,250 --> 00:45:22,010
+genetic algorithm فهذه هي مين اللي بنقدر نسميها
+
+605
+00:45:23,270 --> 00:45:25,670
+طبعا ال stop هدى احنا قولنا من المرة اللى فاتة من
+
+606
+00:45:25,670 --> 00:45:28,750
+سابقا انه هدى إذا كان وصلنا لل determination
+
+607
+00:45:28,750 --> 00:45:32,790
+criterion satisfied is satisfied بنقول yes فإذا
+
+608
+00:45:32,790 --> 00:45:37,030
+بنوجف شغلنا في الآخر فهدى ال flow chart اللى خاص
+
+609
+00:45:37,030 --> 00:45:42,050
+بيه ال genetic programming اللى خاصة بهذا الموضوع
+
+610
+00:45:42,050 --> 00:45:48,280
+بذلك بنكون حددنا هنا من فكرة ال evolutionطريقتين
+
+611
+00:45:48,280 --> 00:45:51,660
+تانيات غير فهم ال genetic algorithm نفسه ال
+
+612
+00:45:51,660 --> 00:45:54,420
+genetic algorithm خلصناها بدأنا مقدمتها المرة اللي
+
+613
+00:45:54,420 --> 00:45:58,300
+فاتت في محاضرة سابقة أخدنا مثال عليها ال
+
+614
+00:45:58,300 --> 00:46:03,870
+scheduling ثم هين اتكلمنا عن طريقتينالـ
+
+615
+00:46:03,870 --> 00:46:07,010
+Evolutionary Computation والـ Genetic Programming
+
+616
+00:46:07,010 --> 00:46:10,170
+بذلك بنكون هنا تماما موضوع الـ Genetic Algorithm
+
+617
+00:46:10,170 --> 00:46:14,390
+أو الـ Evolutionary Calculations للمرة القادمة ان
+
+618
+00:46:14,390 --> 00:46:18,370
+شاء الله تعالى بنروح لموضوع الـ Hybrid Expert
+
+619
+00:46:18,370 --> 00:46:21,350
+Systemsخلّيها للمرة القادمة نتكلم عنها بالتفصيل،
+
+620
+00:46:21,350 --> 00:46:24,330
+وكيف أنا ممكن أدمج أكتر من expert system مع بعض،
+
+621
+00:46:24,330 --> 00:46:28,610
+ليش بدنا ندمجهم أصلا مع بعض، إيش الفايدة، ومين
+
+622
+00:46:28,610 --> 00:46:31,370
+اللي بنفعين ندمج مع التاني، فهذا هنخلّيه للمحاضرة
+
+623
+00:46:31,370 --> 00:46:34,130
+القادمة ان شاء الله تعالى، يعطيكوا ألف عافية وبركة
+
+624
+00:46:34,130 --> 00:46:34,190
+الله
+
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/fh8mY8eJcqk_raw.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/fh8mY8eJcqk_raw.srt
new file mode 100644
index 0000000000000000000000000000000000000000..3cb802e98cb214671c503108909d52d0d03b347e
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/fh8mY8eJcqk_raw.srt
@@ -0,0 +1,2504 @@
+1
+00:00:04,930 --> 00:00:06,730
+بسم الله الرحمن الرحيم والصلاة والسلام علي أشرف
+
+2
+00:00:06,730 --> 00:00:09,410
+الانبياء والمسلمين سيدنا محمد وعلى آله وصحبه
+
+3
+00:00:09,410 --> 00:00:13,190
+أجمعين عزيزنا الطلبة نكمل موضوع ال evolutionary
+
+4
+00:00:13,190 --> 00:00:16,050
+computation واللي بدأناه في ال genetic algorithm
+
+5
+00:00:16,050 --> 00:00:20,510
+وانهيناها بشكل كامل في المحاضرتين السابقتين، الآن
+
+6
+00:00:20,510 --> 00:00:26,310
+هناخد two models اجدادأو two algorithms إجداد لنفس
+
+7
+00:00:26,310 --> 00:00:29,110
+الفكرة ال evolution كيف أنا ممكن أشطر على ال
+
+8
+00:00:29,110 --> 00:00:34,150
+evolution التطور بس بطريقة فهم مختلفة طريقة فهم
+
+9
+00:00:34,150 --> 00:00:38,030
+مختلفة شوية فحناخد ال evolution strategies وحناخد
+
+10
+00:00:38,030 --> 00:00:41,410
+ال genetic programming هدول الطريقتين طريقة بسيطة
+
+11
+00:00:41,410 --> 00:00:45,790
+بسيطة وجيدة و بتستخدم في الحلول الحقيقة ويلها
+
+12
+00:00:45,790 --> 00:00:49,180
+ميزات فنبدأ في واحدة واحدةونشوف بناءً على أي شي
+
+13
+00:00:49,180 --> 00:00:52,300
+بتشتغل فنبدأ بال evolution strategies او
+
+14
+00:00:52,300 --> 00:00:56,560
+استراتيجيات التطور استراتيجيات التطور هذه الحقيقة
+
+15
+00:00:56,560 --> 00:01:02,200
+نفس فكرة داروين وفكرة التطور و النشوء و الارتقاء و
+
+16
+00:01:02,200 --> 00:01:04,860
+الفكرة اللي بدأنا منها المرة اللي فاتت و روحنا ل
+
+17
+00:01:04,860 --> 00:01:08,340
+genetic algorithm كمود الرياضي الان نفس الفكرة
+
+18
+00:01:08,340 --> 00:01:11,800
+ولكن هذا طلعت في الستنات الحقيقة في ألمانيا في
+
+19
+00:01:11,800 --> 00:01:16,240
+بداية الستنات و كانت تحت اسم ال evolution strategy
+
+20
+00:01:17,000 --> 00:01:21,600
+وكانت مبنية عن نفس الفكرة حقيقة اللي هو التطور كيف
+
+21
+00:01:21,600 --> 00:01:26,240
+انا ممكن اطور الحل كيف ممكن عندك حل و تحاول تطور
+
+22
+00:01:26,240 --> 00:01:29,760
+في نتائج هذا الحل طبعا بناء على fitness انت لازم
+
+23
+00:01:29,760 --> 00:01:33,500
+تكون عارفها لان هي هذه معيار التطور الحقيقي او
+
+24
+00:01:33,500 --> 00:01:38,580
+معيار الحل كيف بدك هيكون فنبدأ بشكل سريع في ال
+
+25
+00:01:38,580 --> 00:01:42,700
+basic evolution strategies الميزة اللي هنا حقيقة
+
+26
+00:01:42,700 --> 00:01:46,710
+ان انا مش محتاج اعمل chromosomes كتيرةأنا مانحتاج
+
+27
+00:01:46,710 --> 00:01:48,610
+أعمل chromosomes كتير أنا محتاج chromosome واحد
+
+28
+00:01:48,610 --> 00:01:52,570
+فقط لا أكثر ولا أقل وبجرب عليه إذا والله اتطور
+
+29
+00:01:52,570 --> 00:01:55,670
+بحيث أنه يعطينا نتيجة أفضل بناخد النتيجة الأفضل ما
+
+30
+00:01:55,670 --> 00:01:59,730
+اتطورش خلاص بنضلنا على ال parent و بنحاول نعدل
+
+31
+00:01:59,730 --> 00:02:04,110
+عليه أكتر نعمل تطور بطريقة مختلفة شوية طيب هذا
+
+32
+00:02:04,110 --> 00:02:10,150
+الكلام بيستدعي أن احنا نبدأ الآنوانقول انه مبدأيا
+
+33
+00:02:10,150 --> 00:02:14,510
+بقول هذا من سالب واحد لواحد فعادة بيسموه one to
+
+34
+00:02:14,510 --> 00:02:19,830
+one evolution strategy هذي كاختصار او term ممكن
+
+35
+00:02:19,830 --> 00:02:23,730
+يستخدم برضه لوصف هذه الطريقة نبدأ مباشرة step
+
+36
+00:02:23,730 --> 00:02:28,390
+number one بنختار number of parameters ال
+
+37
+00:02:28,390 --> 00:02:32,790
+parameters هذه هي أهم شغلة كنا نستخدمها في ال
+
+38
+00:02:32,790 --> 00:02:37,400
+chromosomeكنت عشان اقول بدي اعمل ال chromosome
+
+39
+00:02:37,400 --> 00:02:41,740
+انشئ ال chromosome تبعي اش بتسوي كنا بنقول بدي x و
+
+40
+00:02:41,740 --> 00:02:47,400
+y و x هدى بحطلها مجموعة bit string حسب انا جدش بدي
+
+41
+00:02:47,400 --> 00:02:49,620
+ال accuracy زى ما تذكرى مش المحاضرة السابقة اللى
+
+42
+00:02:49,620 --> 00:02:52,640
+جابلها جدش ال accuracy بديها فبزود عدد ال bits
+
+43
+00:02:52,640 --> 00:02:56,340
+تبعتي و نفس الكلام ل y ونحطهم كلهم مع بعض ك
+
+44
+00:02:56,340 --> 00:03:00,560
+concatenation بنعملهم concatenation مع بعض بحيث
+
+45
+00:03:00,560 --> 00:03:05,600
+انه يصير string واحدو بنقول هذا حل ممكن هنا لأ
+
+46
+00:03:05,600 --> 00:03:10,060
+احنا هنا هنتكلم انه x و y هدولة ممكن يكونوا اكتر
+
+47
+00:03:10,060 --> 00:03:15,960
+من مجرد x و y في المعادلة يعني ال f ال
+
+48
+00:03:15,960 --> 00:03:28,960
+f of x هذه قد تكون مثلا عبارة عن x1, x2, x3, x4,
+
+49
+00:03:29,700 --> 00:03:36,270
+to x to xnفإذن كمعادلة هي الحقيقة مبنية على أكتر
+
+50
+00:03:36,270 --> 00:03:44,250
+من من متغير أكتر من متغير ممكن يكون N variables في
+
+51
+00:03:44,250 --> 00:03:48,070
+الحالة اللي احنا شايفينها أمامنا فبجب أمسكهم متغير
+
+52
+00:03:48,070 --> 00:03:53,650
+متغير فحقول المتغير الأول X1 هذا جداش ال interval
+
+53
+00:03:53,650 --> 00:03:57,850
+اللي بتحرك داخلها بمعنى إيش أقل قيمة ممكنة له وإيش
+
+54
+00:03:57,850 --> 00:04:04,450
+أكبر قيمة ممكنة لهفبالتالي هنقول في عندي x1
+
+55
+00:04:04,450 --> 00:04:17,470
+minimum ل x1 maximum تمام؟ هذه الهامش تبع x1 and
+
+56
+00:04:17,470 --> 00:04:26,370
+x2 minimum to x2 maximumهذا المتغير التاني طب
+
+57
+00:04:26,370 --> 00:04:29,470
+نلاحظوا قدش عدد المتغيرات عندى في المعادلة كل هذه
+
+58
+00:04:29,470 --> 00:04:32,450
+المتغيرات في المعادلة فإذا نستمر في هذا الكلام
+
+59
+00:04:32,450 --> 00:04:45,370
+لعندما نصل لمين ل XN minimum ل XN maximum
+
+60
+00:04:45,370 --> 00:04:54,950
+تمام فإذا هنا مبدأيا حددناكل القيم الممكنة لكل
+
+61
+00:04:54,950 --> 00:05:00,710
+واحد من المتغيرات اللي موجودين عندنا هذه أول جزئية
+
+62
+00:05:00,710 --> 00:05:05,700
+تمامبعد التحديد هذا بنختار بشكل Randomly بشكل
+
+63
+00:05:05,700 --> 00:05:09,300
+Randomly هيها بنعمل selection ل initial value لكل
+
+64
+00:05:09,300 --> 00:05:12,580
+ال parameters اللي موجودين .. موجودين عندنا بحيث
+
+65
+00:05:12,580 --> 00:05:17,360
+انه X1 بختارله قيمة بين ال minimum و ال maximum و
+
+66
+00:05:17,360 --> 00:05:22,920
+هنقول هذه هي قيمة X1 المهم انها لازم تكون داخل ال
+
+67
+00:05:22,920 --> 00:05:31,050
+interval هذه كويس بعدك بنختار X2x3 x4 to xn لمن؟
+
+68
+00:05:31,050 --> 00:05:36,650
+لل xn أخيرا بنختارها كجزء أخر بتكون هيك اتحددت
+
+69
+00:05:36,650 --> 00:05:41,170
+عندي حل الحل ده هو حل واحد حقيقة حل واحد بعمله
+
+70
+00:05:41,170 --> 00:05:44,290
+evaluationماذا يعني evaluation؟ يعني خطوة رقم
+
+71
+00:05:44,290 --> 00:05:47,530
+تلاتة بنحسب ال solution associated with a parent
+
+72
+00:05:47,530 --> 00:05:54,530
+parameters فبنكون حسبنا ال f of x1, x2, x3 to xn
+
+73
+00:05:54,530 --> 00:05:57,770
+اللي احنا جبناها، اللي احنا هدى جبناها مع بعض،
+
+74
+00:05:57,770 --> 00:06:04,830
+معناه، تمام بعد ذلكبدنا نجيب الجي للجي الجاد هل
+
+75
+00:06:04,830 --> 00:06:08,170
+أنا محتاج أقول والله عندي عدد n من ال chromosomes
+
+76
+00:06:08,170 --> 00:06:11,730
+لأ هو chromosome واحد بشتغل فيه لا أكثر ولا أقل
+
+77
+00:06:11,730 --> 00:06:18,990
+لكن بنعمل منه ال .. ال child تبعه أو الإبن تبعه
+
+78
+00:06:18,990 --> 00:06:25,850
+كالتالي مجرد أنه بجيب x واحد جديدة هي تساوي x
+
+79
+00:06:25,850 --> 00:06:34,300
+القديمة plus a from zero to deltax from zero to
+
+80
+00:06:34,300 --> 00:06:37,820
+delta فكل اللي بنعمله هنا الحقيقة أنه أشوف القيمة
+
+81
+00:06:37,820 --> 00:06:44,580
+القديمة جداش كانت و بعدين بضرب .. بجمعها على حاجة
+
+82
+00:06:44,580 --> 00:06:49,360
+بهذا الشكل standard division ال standard division
+
+83
+00:06:49,360 --> 00:06:54,020
+هذه ال center تبعها أكيد عند ال a أو عند ال zero
+
+84
+00:06:54,020 --> 00:07:03,520
+فعليا عند zero و في مسافة deltaفي مسافة delta
+
+85
+00:07:03,520 --> 00:07:09,680
+حواليه فانا عدلت قيمته بقيمة delta حوالين القيمة
+
+86
+00:07:09,680 --> 00:07:15,760
+السابقة بعد ما تطلع نضربها في gain اسمه a تمام
+
+87
+00:07:15,760 --> 00:07:21,760
+فإذا هنا ال division تبعتنا delta وال a ده هيكون
+
+88
+00:07:21,760 --> 00:07:28,340
+ال mean تبعتنا zerowith mean 0 هي فبدأنا من 0 طبعا
+
+89
+00:07:28,340 --> 00:07:31,840
+إذا كان طلع 0 practically طلع 0 برضه بناخدها
+
+90
+00:07:31,840 --> 00:07:34,880
+randomly على فكرة randomly إيش يعني يعني ببدأ
+
+91
+00:07:34,880 --> 00:07:39,120
+أقوله طلعلي القيم بشكل randomly من صفر لدلتا من
+
+92
+00:07:39,120 --> 00:07:44,080
+صفر لدلتا وخلاصالـ 0 لـ Delta هذه جد ما تطلع تطلع
+
+93
+00:07:44,080 --> 00:07:47,960
+ب .. بجمعها مع مين أو بعد ما نضربها طبعا في قيمة A
+
+94
+00:07:47,960 --> 00:07:55,800
+ممكن يتم تحديدها قيمة A هذه كمعدل تعلم مثلا و يجمع
+
+95
+00:07:55,800 --> 00:08:01,980
+على القيمة السابقة ل X I تمام أصبحت كأنه بعد ما
+
+96
+00:08:01,980 --> 00:08:07,360
+نجمع و نخلص الكلام كأنه أنا بشتغل علىالـ Standard
+
+97
+00:08:07,360 --> 00:08:13,560
+Division حوالين الـ X السابقة الـ X I القديمة بـ
+
+98
+00:08:13,560 --> 00:08:19,680
+Standard Division Delta مضروبة في A أو A Delta A
+
+99
+00:08:19,680 --> 00:08:24,120
+Delta ممكن قبل أو بعد بس احنا بنجمعها عملية جمع
+
+100
+00:08:24,120 --> 00:08:30,300
+فقط بنجمعها عملية جمع فقط تمام فبنقدر نقول ان احنا
+
+101
+00:08:30,300 --> 00:08:33,620
+جبنا قيمة جديدة لملا X واحد على اعتبار ان بدأنا بـ
+
+102
+00:08:33,620 --> 00:08:44,360
+I هي واحد ثمI2 I3 I4 I5 to IN كويسة اعملنا سيكوانس
+
+103
+00:08:44,360 --> 00:08:49,580
+جديد كامل بإيش بنروح و بنعمله بنطبق بس كل الموضوع
+
+104
+00:08:49,580 --> 00:08:54,940
+ال functional value تبعته بمعنى ان انا بتطبق f of
+
+105
+00:08:54,940 --> 00:08:55,500
+x عليه
+
+106
+00:08:58,620 --> 00:09:04,020
+واجدنا أن التغيير أعطاني قيمة أفضل .. إيش يعني
+
+107
+00:09:04,020 --> 00:09:07,080
+قيمة أفضل؟ أنا بدي Maximize ففعلاً ال F of X
+
+108
+00:09:07,080 --> 00:09:12,040
+الجديدة طلعت أكتر من ال F of X القديمة فبثبته كحل
+
+109
+00:09:12,040 --> 00:09:16,580
+.. بنثبته كحل وبستثني ال parent solution لأ باخد
+
+110
+00:09:16,580 --> 00:09:20,260
+ال child solution فال .. أو ال offspring solution
+
+111
+00:09:20,260 --> 00:09:25,120
+هذا اللي احنا حصلنا عليهفي الحالة هذه بيكون صار
+
+112
+00:09:25,120 --> 00:09:30,820
+evolution صار تطور طيب وجدنا انه لأ أسوأبمعنى ان
+
+113
+00:09:30,820 --> 00:09:33,800
+ال parent solution كان افضل لأ بنضلنا على ال
+
+114
+00:09:33,800 --> 00:09:38,400
+parent solution و بنعدل كمان مرة بقيمة delta
+
+115
+00:09:38,400 --> 00:09:43,980
+مختلفة عفوا بقيمة .. بقيمة من صفر ل delta randomly
+
+116
+00:09:43,980 --> 00:09:47,960
+و مختلفة ممكن تكون ليش لأن احنا بنعمل عملية هادة N
+
+117
+00:09:47,960 --> 00:09:53,820
+مرة لكل حل نعملها N مرة مرة ل X1 ل X2 ل X3 ل XN
+
+118
+00:09:53,820 --> 00:09:59,510
+فأكيد هيصير تبادلتبادل في القيم وتتغير القيم بشكل
+
+119
+00:09:59,510 --> 00:10:02,330
+عشوائي Stochastic في النهاية احنا بنشتغل
+
+120
+00:10:02,330 --> 00:10:09,720
+Stochastic Model كويس عشان نحصل على ال ..التطور
+
+121
+00:10:09,720 --> 00:10:14,440
+اللى ممكن يحصل طيب بنضلنا نعدل في هذا الكلام و كل
+
+122
+00:10:14,440 --> 00:10:18,140
+شوية بنرجع طبعا هو نفس الكلام إذا كان القيمة أفضل
+
+123
+00:10:18,140 --> 00:10:23,400
+فبعمل replacement ل ال parent with child otherwise
+
+124
+00:10:23,400 --> 00:10:28,020
+لأ keep the parent parameters بنظلنا على الحل
+
+125
+00:10:28,020 --> 00:10:32,940
+السابق بعد هيكبنروح لرقم أربعة .. رقم أربعة انه
+
+126
+00:10:32,940 --> 00:10:37,580
+إيش نسوي؟ ان نرجع نعدل كمان مرة للجيل القادم و
+
+127
+00:10:37,580 --> 00:10:40,900
+الجيل اللي وراه و اللي وراه و اللي وراه لعند امتى
+
+128
+00:10:40,900 --> 00:10:45,520
+.. لعند امتى؟ امتى بدي اجف؟ اما ان احدد عدد ال
+
+129
+00:10:45,520 --> 00:10:48,980
+generations تبعتي، نقول والله خلاص بعد حد معين من
+
+130
+00:10:48,980 --> 00:10:53,760
+ال generations أو لما أصل certification criteria،
+
+131
+00:10:53,760 --> 00:10:59,310
+أقول والله إذا ..الحل ما اتطورش أكتر من قيمة معينة
+
+132
+00:10:59,310 --> 00:11:03,670
+أو يعني صار عند قيمة مقبولة بالنسبالي ممكن أحد الـ
+
+133
+00:11:03,670 --> 00:11:07,290
+three-fold معين إذا بتعامل مع error مثلا إذا
+
+134
+00:11:07,290 --> 00:11:10,670
+بنتعامل مع قيمة error لأ ال error إذا كان وصل لحد
+
+135
+00:11:10,670 --> 00:11:15,190
+مثلا واحد من مية خلاص واجف مثلا فإذا كان في مجال
+
+136
+00:11:15,190 --> 00:11:18,310
+أن يكون فيه certification criteria كتير كويس
+
+137
+00:11:18,810 --> 00:11:23,310
+criteria مرضية مقبولة للخطأ أو للحل كتير كويس
+
+138
+00:11:23,310 --> 00:11:27,410
+ماكانش بنعملها عادة عدد generations و بنحدد ال
+
+139
+00:11:27,410 --> 00:11:30,810
+maximum number of generations عساس نجاف عنده عساس
+
+140
+00:11:30,810 --> 00:11:35,850
+نجاف عنده تمامطيب ال evolution الحقيقة بيعكس ال
+
+141
+00:11:35,850 --> 00:11:39,010
+nature of chromosome هذا اللي حقيقة بيصير في ال
+
+142
+00:11:39,010 --> 00:11:41,770
+chromosome انا مش .. مش هقعد اولدي كرمزومات كتيرة
+
+143
+00:11:41,770 --> 00:11:45,790
+عشان اقعد اطلع منهم حل هو عادة بيكون في parent و
+
+144
+00:11:45,790 --> 00:11:50,170
+child على طول مباشرة فهل بيصير فعلا ال revolution
+
+145
+00:11:50,170 --> 00:11:53,950
+او ال .. ال evolution هذا التطور بينهم ولا بيصيرش
+
+146
+00:11:53,950 --> 00:11:57,610
+التطور بينهم؟هذا المفروض اللي عادة بصير من
+
+147
+00:11:57,610 --> 00:12:01,350
+chromosome ل chromosome خلاص يعني هو هيك الشكل أو
+
+148
+00:12:01,350 --> 00:12:05,030
+الانعكاس الطبيعي طيب بدنا نكون عارفين أنه ممكن
+
+149
+00:12:05,030 --> 00:12:11,810
+واحد من ال parameters هدول تمام نحافظ على قيمته و
+
+150
+00:12:11,810 --> 00:12:17,290
+نغير قيم أخرى نغير قيم parameters تانية أو
+
+151
+00:12:17,290 --> 00:12:20,990
+variables تانية فإذا ممكن نسيب هذا زي ما هو طبعا
+
+152
+00:12:20,990 --> 00:12:25,400
+إذا طلع لصفرإذا طلعت صفر لما بتعامل مع صفر من صفر
+
+153
+00:12:25,400 --> 00:12:28,980
+لدلتا ماتعدلش لأ ضالت صفر فخلاص معناته كأن أنا
+
+154
+00:12:28,980 --> 00:12:32,100
+حافظت عليه كما هو أما ال parameter التاني أو
+
+155
+00:12:32,100 --> 00:12:35,280
+المتغير ال variable التاني ال متغير التاني X2 ممكن
+
+156
+00:12:35,280 --> 00:12:39,420
+يتعدل التاريخ ممكن يتعدل طب هذا إيش معناه؟الـ
+
+157
+00:12:39,420 --> 00:12:43,580
+Genes ممكن تتغير و ممكن ما تتغيرش، هذا لإيش بده
+
+158
+00:12:43,580 --> 00:12:46,240
+يقودنا؟ بده يقودنا لحاجة موجودة فعلا في الـ
+
+159
+00:12:46,240 --> 00:12:50,060
+Nature، في الطبيعة، إنه الـ Single Gene، الجين
+
+160
+00:12:50,060 --> 00:12:52,660
+الواحد Simultaneously ممكن يأثر على أكتر من
+
+161
+00:12:52,660 --> 00:12:55,940
+Characteristics في البني آدم، بمعنى إن داخل
+
+162
+00:12:55,940 --> 00:12:59,520
+الكروميزم ممكن يكون جين واحد، الجين هذا بيأثر،
+
+163
+00:12:59,520 --> 00:13:03,200
+نفترض على .. على إيش؟ على لون العيون و في نفس
+
+164
+00:13:03,200 --> 00:13:09,470
+الوجة اللون البشرة مثلا، for exampleتمام؟ أو لون
+
+165
+00:13:09,470 --> 00:13:14,790
+الشعر؟ تمام؟ فإذا هو نفس الجين هو هو ممكن يأثر على
+
+166
+00:13:14,790 --> 00:13:17,070
+هذا و يأثر على هذا فهيأثر على two characteristics
+
+167
+00:13:17,070 --> 00:13:24,890
+داخل الشخص أو العضو الحي داخل الكائن الحي هذا و في
+
+168
+00:13:24,890 --> 00:13:28,770
+ناحية تانية بدنا ناخد بالنا أن الجين لحاله مش هو
+
+169
+00:13:28,770 --> 00:13:32,070
+الوحيد المسؤول عن الصفة هذه لا هي بتكون مجموعة
+
+170
+00:13:32,070 --> 00:13:36,050
+جينات مسؤولة عن نفس الصفة فإذا لما بيقول واحد عنيه
+
+171
+00:13:36,050 --> 00:13:40,330
+sodaمش لأنه والله في جين واحد له قيمة معينة، لأ هي
+
+172
+00:13:40,330 --> 00:13:44,350
+تركيبة من مجموعة genes مع بعض، هي تركيبة genes مع
+
+173
+00:13:44,350 --> 00:13:47,070
+بعض، الجين هذا مع حدا مع حدا مع حدا مع حدا، إذا
+
+174
+00:13:47,070 --> 00:13:51,130
+كان لهم قيم معينة بطريقة كذا، فالأصل إنه هذه
+
+175
+00:13:51,130 --> 00:13:56,610
+بتعطيني الصفة الوراثية، اللون العينين مثلا، في نفس
+
+176
+00:13:56,610 --> 00:14:00,410
+الوجد، الخمسة ستة genes هدول، واحد منهم ممكن يكون
+
+177
+00:14:00,410 --> 00:14:03,050
+متفق مع ال characteristic اللي خاصة مثلا بال
+
+178
+00:14:03,050 --> 00:14:09,670
+hearing system،ممكن تكون جين مختلف تماما متفق بين
+
+179
+00:14:09,670 --> 00:14:15,010
+صفتين معينتين لكن مش كل ال .. ال genes هم اللي
+
+180
+00:14:15,010 --> 00:14:18,810
+بيكونوا متفقين لته characteristics مع بعض ففيها
+
+181
+00:14:18,810 --> 00:14:22,790
+تغيرات كتيرة وهذا كان واضح جدا هنا إن أنا بضطر
+
+182
+00:14:22,790 --> 00:14:26,690
+أتعامل مع gene by gene هيهم، هنا انا أتعامل معهم
+
+183
+00:14:26,690 --> 00:14:30,170
+gene by gene مش هناك كنت بتعامل كرومزوم كامل على
+
+184
+00:14:30,170 --> 00:14:34,030
+بعضهماكناش نعمل زي ال genetic algorithm كرمزون
+
+185
+00:14:34,030 --> 00:14:37,130
+كامل على بعضه فهذه هي الطريقة ممكن يكون فيها
+
+186
+00:14:37,130 --> 00:14:41,450
+natural selection بشتغل ك collection of genes
+
+187
+00:14:41,450 --> 00:14:45,650
+كتركيبة من الجينات كاملة على بعضها وليس جين واحد
+
+188
+00:14:45,650 --> 00:14:51,570
+بحد ذاته بحد ذاته فإذا هذا جين جين جين جين لكن هل
+
+189
+00:14:51,570 --> 00:14:55,770
+بقدر أقول أن الحل فقط الجين الأول بمعنى X1 ده حالة
+
+190
+00:14:55,770 --> 00:14:59,460
+أكيد لأ لأنه في متغيرات تانية معاهفلازم الجين
+
+191
+00:14:59,460 --> 00:15:04,440
+الأول X1 يكون له قيمة أو X2 قيمة أو X3 قيمة X1 دي
+
+192
+00:15:04,440 --> 00:15:07,960
+ممكن في الحل القادم ماتتغيرش بس X2 بتتغير تلاتة
+
+193
+00:15:07,960 --> 00:15:13,460
+بتتغير and so onتمام فهذه الطريقة بكل بساطة و .. و
+
+194
+00:15:13,460 --> 00:15:16,940
+.. و stochastic model برضه هي بتتم بناء عام عليه
+
+195
+00:15:16,940 --> 00:15:19,920
+randomization و واضح ان هي بسيطة جدا و ال code
+
+196
+00:15:19,920 --> 00:15:24,940
+نفسه بسيط جدا جدا جدا مجرد بس بنفترض قيم معينة لل
+
+197
+00:15:24,940 --> 00:15:30,180
+X و بنعدل كل مرة قيمة ال X هدولة كل واحدة على حده
+
+198
+00:15:30,180 --> 00:15:34,470
+حسبمن صفر لدلتا لا أكثر ولا أقل بس بدنا ناخد بالنا
+
+199
+00:15:34,470 --> 00:15:40,550
+أن التغير هذا يكون ضمن ال X1 و X2 ال X1 minimum ل
+
+200
+00:15:40,550 --> 00:15:45,810
+X1 maximum انه مايطلعش خارج ال .. ال .. ال ..
+
+201
+00:15:45,810 --> 00:15:49,730
+خليني أسميهم ال instructions تبعته ده خارج ال
+
+202
+00:15:49,730 --> 00:15:53,500
+instructions تبعته تمامهذه كانت بالنسبة لمين لل
+
+203
+00:15:53,500 --> 00:15:56,620
+evolution strategies الان ال genetic programming
+
+204
+00:15:56,620 --> 00:15:59,880
+لما نيجي نروح نتكلم عن ال genetic programming واضح
+
+205
+00:15:59,880 --> 00:16:03,160
+ان ال genetic programming هنا انا بتعامل مع ال
+
+206
+00:16:03,160 --> 00:16:05,760
+genetic programming manipulate programs by
+
+207
+00:16:05,760 --> 00:16:10,160
+applying genetic operators فإذا كل اللي بدنا نعمله
+
+208
+00:16:10,160 --> 00:16:15,260
+هي برمجة جينية تعتمد على عملية ال operations اللي
+
+209
+00:16:15,260 --> 00:16:19,380
+موجودة في ال .. في ال genetic اللي هي أيش؟ زي ما
+
+210
+00:16:19,380 --> 00:16:23,340
+قلنا عملية selection كيف بتتم؟زي ما قلنا crossover
+
+211
+00:16:23,340 --> 00:16:27,960
+زي ما قلنا mutation فهم هدولة التلت عمليات أو
+
+212
+00:16:27,960 --> 00:16:31,500
+بالشكل الأساسي العمليات طبعا ال cloning هنضيفها
+
+213
+00:16:31,500 --> 00:16:34,600
+معاهم ال cloning اللي هي إيش الاستنساخ اللي هو
+
+214
+00:16:34,600 --> 00:16:38,920
+ينزل ال parent كما هو لل child مايتغيرش فالصفات
+
+215
+00:16:38,920 --> 00:16:43,020
+تظل كما هي طيب عشان نتعامل مع هذا الموضوع الحقيقة
+
+216
+00:16:43,020 --> 00:16:48,220
+محتاجين نتعرف على لغة قديمة استخدمت للتعبير عن هذا
+
+217
+00:16:48,220 --> 00:16:52,440
+الموضوعاللي هي ال lessb لغة ال lessb لغة برمجها
+
+218
+00:16:52,440 --> 00:16:56,040
+اسمها lessb الحقيقة لغة البرمجة lessb هذه هي مش
+
+219
+00:16:56,040 --> 00:17:02,110
+جديدة و خصوصا ان اكيد طبعا معظمكم درسdiscrete
+
+220
+00:17:02,110 --> 00:17:06,350
+ويمكن بعضكم درستوا انا discrete فانا متأكد تماما
+
+221
+00:17:06,350 --> 00:17:10,850
+ان احنا اتكلمنا عن حاجة اسمها relations اتكلمنا عن
+
+222
+00:17:10,850 --> 00:17:15,250
+اشي اسمه relations ال relations هذه كانت يمكن في
+
+223
+00:17:15,250 --> 00:17:21,030
+.. في تالت chapter من ال .. من اخر الفصل كويس
+
+224
+00:17:21,030 --> 00:17:24,290
+فاتعاملنا معاه ان كيف ممكن اعرف ال function ك
+
+225
+00:17:24,290 --> 00:17:28,310
+relationاللي أخدوا discrete متذكرين يمكن هذا
+
+226
+00:17:28,310 --> 00:17:32,950
+الموضوع عشان نيجي نتكلم عن اللسب و أقول إن اللسب
+
+227
+00:17:32,950 --> 00:17:37,670
+هذا بتكون من .. كنا هناك بنقول بين relation و ال
+
+228
+00:17:37,670 --> 00:17:41,750
+atoms تبعته ال relation و ال atoms فهنا نفس الكلام
+
+229
+00:17:41,750 --> 00:17:46,360
+اللسب هو عبارة عن symbol oriented structureهو
+
+230
+00:17:46,360 --> 00:17:50,220
+عبارة عن symbols أنا بتتعامل مع لغة بتتعامل مع ال
+
+231
+00:17:50,220 --> 00:17:53,060
+symbols تبعتها بحيث إن هي بتتكون من حاجة اسمها ال
+
+232
+00:17:53,060 --> 00:17:56,320
+atom ال atoms الذرة فمع نادرك أنا بتتكلم عن ال
+
+233
+00:17:56,320 --> 00:18:00,740
+unit الصغيرة أقل unit موجودة ممكن أتعامل معها اللي
+
+234
+00:18:00,740 --> 00:18:04,980
+هي ال proposition أو الحقيقة الواحدة أو المتغير
+
+235
+00:18:04,980 --> 00:18:10,290
+الواحد المتغير الواحدand lists ال lists اللي هي
+
+236
+00:18:10,290 --> 00:18:14,410
+كيف ممكن أركبهم نركبهم مع بعض ف for example عشان
+
+237
+00:18:14,410 --> 00:18:17,350
+تكون الأمور واضحة طبعا هي بسيطة جدا أبسط مما
+
+238
+00:18:17,350 --> 00:18:22,630
+تتخيلوا الحقيقة واللغة قديمة يعني حاليا ماعتقدش
+
+239
+00:18:22,630 --> 00:18:27,150
+أنه لسه بيشتغلوا عليها لو أخدنا مثلا مثال minus
+
+240
+00:18:28,210 --> 00:18:31,750
+دائما الأقواص هي أهم شغلة في هذه اللغة، أن الأقواص
+
+241
+00:18:31,750 --> 00:18:36,050
+معناته أنا بدأت هنا list، بدأت list، كويس، فإذا
+
+242
+00:18:36,050 --> 00:18:41,330
+relation يعني كأنها relation، هذه minus، مفتح قوس،
+
+243
+00:18:41,330 --> 00:18:50,430
+فإذا relation جواها علامة star A B وسكر relation C
+
+244
+00:18:51,940 --> 00:18:56,480
+هذه زي ما قلنا الأقواس الأولى اللى في الخارجية
+
+245
+00:18:56,480 --> 00:18:59,020
+معناته أنا في ال relation ال relation الآن هذه
+
+246
+00:18:59,020 --> 00:19:05,480
+إلها عبارة عن minus relation عبارة عن minus فإذا
+
+247
+00:19:05,480 --> 00:19:09,300
+هي علاقة ل minus ال minus هذه محتاجة أكم atoms
+
+248
+00:19:09,300 --> 00:19:13,120
+أكيد اتنين لأن أنا ماقدرش أقول خمسة minus واسكت
+
+249
+00:19:13,120 --> 00:19:18,480
+minus إيش؟خمسة لازم يعني ال minus ك operator لازم
+
+250
+00:19:18,480 --> 00:19:22,820
+يكون له طرفين two atoms فالطرفين تعونها هي ال two
+
+251
+00:19:22,820 --> 00:19:25,860
+terms اللي بيكونوا وراها إذا في أقواس معناته القوس
+
+252
+00:19:25,860 --> 00:19:35,140
+كله على بعضه فإذا كأني بقول star a b ناقص c بس هذه
+
+253
+00:19:35,140 --> 00:19:37,900
+لسه ما انفكتش لإن هذه برضه كمان نفس الكلام
+
+254
+00:19:37,900 --> 00:19:40,300
+relation على بعضها طيب ال relation هذه عبارة عن
+
+255
+00:19:40,300 --> 00:19:45,550
+relation إيش starStar يعني ضرب، ضرب معناه ذلك أنها
+
+256
+00:19:45,550 --> 00:19:51,750
+A مضروبة في B، وبعدين بنطلع ونعمل ناقص C فهذه ال
+
+257
+00:19:51,750 --> 00:19:56,110
+relation، هذه تعريفها عُرفت بهذا الشكل ك relation
+
+258
+00:19:56,110 --> 00:20:00,730
+form، كشكل علاقات، كشكل علاقات و اللي أخذت منها
+
+259
+00:20:00,730 --> 00:20:04,850
+جزئية ال Lesb كبرمجة، كلغة برمجة، و اللي بتستخدم
+
+260
+00:20:04,850 --> 00:20:09,410
+فعليًا لل AI أساسًا، هي بتستخدم بشكل أساسيكلغة
+
+261
+00:20:09,410 --> 00:20:13,750
+برمجة تُكرت لل AI تحديدًا لل AI تحديدًا طيب كله
+
+262
+00:20:13,750 --> 00:20:15,870
+على بعض و هذا لما نجي نتكلم الآن عن ال graphical
+
+263
+00:20:15,870 --> 00:20:22,610
+representation لهذا الكلام و برضه إذا رجعتوا شوية
+
+264
+00:20:22,610 --> 00:20:25,150
+لل discrete هتجدوا أنه كان في حاجة اسمها graph
+
+265
+00:20:25,150 --> 00:20:28,530
+أخدناها بعد ال relation فنفس الفكرة كيف بقدر أعمل
+
+266
+00:20:28,530 --> 00:20:31,750
+graphical representation ل relation معينة ل
+
+267
+00:20:31,750 --> 00:20:36,030
+relation معينة بنسمي ال S spring أو ال symbolic
+
+268
+00:20:36,030 --> 00:20:41,140
+expressionفال symbolic expression as expressions
+
+269
+00:20:41,140 --> 00:20:47,860
+مباشرة اللي هو بشكل symbolic هذا كيف بتم؟ بتم
+
+270
+00:20:47,860 --> 00:20:52,720
+كتالي أني أقول من هنا نفس الفكرة ال operation هي
+
+271
+00:20:52,720 --> 00:20:56,460
+عبارة عن إيش؟ minus minus معناته أنا بتعامل مع
+
+272
+00:20:56,460 --> 00:21:00,460
+minus بهذا الشكل عملية minus ال minus هذه
+
+273
+00:21:00,460 --> 00:21:04,040
+graphically تمثل لإيش؟ لاتنين
+
+274
+00:21:06,490 --> 00:21:10,250
+children لازم يكون في إليها اتنين children عشان
+
+275
+00:21:10,250 --> 00:21:15,730
+فعلا تؤدي وظيفتها فلازم يكون في إليها فرعين فرع
+
+276
+00:21:15,730 --> 00:21:18,850
+جاي هنا و فرع جاي هنا الفرع اللي جاي هنا هو ال
+
+277
+00:21:18,850 --> 00:21:24,390
+term الأول فيها اللي هيكون عبارة عن star a و b و
+
+278
+00:21:24,390 --> 00:21:27,070
+نسكره هيك لأن هذا لسه برضه واضح ان هذا عبارة عن
+
+279
+00:21:27,070 --> 00:21:33,710
+قيمة لسه بدها افكر كويس القيمة التانية c هذا ال
+
+280
+00:21:33,710 --> 00:21:37,990
+termبقدرش أسيبه بهذا الشكل نقدرش نسيبه بهذا الشكل
+
+281
+00:21:37,990 --> 00:21:43,570
+لأ هو عبارة عن عملية العملية هد ايش اسمها عملية
+
+282
+00:21:43,570 --> 00:21:48,930
+ضرب فstar هنا طبعا خلاص هنا وصلنا ل ال atom مباشرة
+
+283
+00:21:48,930 --> 00:21:54,150
+اما ال operation العملية ال operation هد محتاجة aو
+
+284
+00:21:54,150 --> 00:21:59,710
+B فبتم تمثيلها بهذا الشكل بهذا الشكل بمعنى ان ال
+
+285
+00:21:59,710 --> 00:22:04,850
+expression ككل هي expression ل minus minus من مين
+
+286
+00:22:04,850 --> 00:22:12,150
+من مين minus ال C من من مين من ناتج عملية ناتج
+
+287
+00:22:12,150 --> 00:22:17,830
+العملية هذه الشيء A في B فكأني بقول A في B ناقص C
+
+288
+00:22:17,830 --> 00:22:23,660
+A في B ناقص C هذهالأسس الحقيقة الأساسية في ال
+
+289
+00:22:23,660 --> 00:22:27,680
+expression في لغة ال lesb وهي نفس اللي هنستخدمها
+
+290
+00:22:27,680 --> 00:22:32,640
+الآن في شغلنا فهي نفس الفكرة الحقيقة لاحظوا
+
+291
+00:22:32,640 --> 00:22:38,000
+relation لل minus بس relation هذه عبارة عن ال term
+
+292
+00:22:38,000 --> 00:22:41,650
+هذا كلهواللي هو operation .. ناتج operation كاملة
+
+293
+00:22:41,650 --> 00:22:47,550
+ناقص C ك أتم .. ك أتم لكن هذه مش أتم خاص بتحبت
+
+294
+00:22:47,550 --> 00:22:53,350
+ذاتها هي نفسها expression أصلا فعبارة عن A مضروب
+
+295
+00:22:53,350 --> 00:23:01,230
+في B والناتج ناقص C بهذا الشكل تمامOkay كيف بدي
+
+296
+00:23:01,230 --> 00:23:04,510
+أستخدم ال genetic algorithm؟ يعني أنت يا دكتور
+
+297
+00:23:04,510 --> 00:23:11,470
+رجعتنا هيك ل .. لسنة تالتة لل .. ال discrete لإيش؟
+
+298
+00:23:11,470 --> 00:23:14,770
+إيش الهدف منه؟ الهدف منه كان التالي إن إحنا بدنا
+
+299
+00:23:14,770 --> 00:23:18,110
+نشوف كيف أنا ممكن أستخدم ال expression ده أو ال
+
+300
+00:23:18,110 --> 00:23:23,790
+genetic programming و اللي بتستخدم بالعادة ال S
+
+301
+00:23:23,790 --> 00:23:29,020
+expressionو هنشوف الآن هنطعمها بجزئية ال .. ال
+
+302
+00:23:29,020 --> 00:23:32,020
+operations بتاعة مين؟ بتاعة ال genetic اللي هي
+
+303
+00:23:32,020 --> 00:23:36,260
+بتعمل crossover و بتعمل mutation عليها كيف هذا بده
+
+304
+00:23:36,260 --> 00:23:40,200
+يتم؟ هنشوف .. هناخده من خلال Pythagorean theorem
+
+305
+00:23:40,200 --> 00:23:43,400
+طبعا هي مش الهدف ال Pythagorean theorem احنا طبيعي
+
+306
+00:23:43,400 --> 00:23:47,440
+مش هنيجي ان ماعملناش genetic algorithm او genetic
+
+307
+00:23:47,440 --> 00:23:51,770
+programming عشان نحل نظريت في The Earthأكيد لأ
+
+308
+00:23:51,770 --> 00:23:56,130
+اكيد مش هذا هو الهدف الأساسي لكن هذا كمثال كمثال
+
+309
+00:23:56,130 --> 00:24:00,270
+انه كيف بده يتم استخدام ال genetic programming في
+
+310
+00:24:00,270 --> 00:24:05,050
+هذا الموضوع فنبدأ نشوف
+
+311
+00:24:07,940 --> 00:24:11,120
+كيف انا ممكن من الـ Genetic Programming اصل
+
+312
+00:24:11,120 --> 00:24:17,060
+لمعادلة Fetagorth و اللي هي بتقولنا ايش C بتساوي
+
+313
+00:24:17,060 --> 00:24:21,020
+جذر التربيع لأي تربيع plus بأي تربيع، حد اللي خاصة
+
+314
+00:24:21,020 --> 00:24:24,320
+بمين، خاصة بالمثلث قائم الزاوية أو ال right
+
+315
+00:24:24,320 --> 00:24:30,580
+triangleاللي عندها بحيث انه يكون عبارة عن A في B
+
+316
+00:24:30,580 --> 00:24:35,360
+وهي ال A وهي ال B وفي عند ال C بحيث انه قائم
+
+317
+00:24:35,360 --> 00:24:39,320
+الزاوية ممكن يكون هذا شكل ممكن يكون هذا شكل آخر
+
+318
+00:24:39,320 --> 00:24:45,380
+برضه لمثلث قائم الزاوية برضه A B وC ممكن يكون هذا
+
+319
+00:24:45,380 --> 00:24:46,660
+شكل آخر تماما
+
+320
+00:24:49,610 --> 00:24:56,990
+هي A B و C بس كلهم .. كلهم المفروض بدنا نعمللهم
+
+321
+00:24:56,990 --> 00:25:04,330
+معادلة لمثلث قائم الزاوية طيب خليني أنكبر الموضوع
+
+322
+00:25:04,330 --> 00:25:08,790
+شوية و أقول إن أنا بدي أعمله modeling يعني أنا في
+
+323
+00:25:08,790 --> 00:25:12,990
+عندي مجموعة inputs هيهاهدول ال inputs أنا مش عارف
+
+324
+00:25:12,990 --> 00:25:15,010
+إيش معادلتهم، بدنا نعمل حالة و مش عارفين إيش
+
+325
+00:25:15,010 --> 00:25:17,810
+معادلتهم، بدنا نعملهم modeling، يعني بدنا نجيب لهم
+
+326
+00:25:17,810 --> 00:25:21,210
+علاقة، بدنا نجيب relations بين أطرافهم كلهم على
+
+327
+00:25:21,210 --> 00:25:24,610
+بعض، فكلمة modeling الآن أتوقع اللي صار بشتغل في
+
+328
+00:25:24,610 --> 00:25:28,990
+ال control، صار بشتغل في ال advanced topic، صار لأ
+
+329
+00:25:28,990 --> 00:25:32,410
+فهم إن الموضوع أكبر من مجرد هي في الغرفة، لأ أنا
+
+330
+00:25:32,410 --> 00:25:37,350
+عندي مجموعة علاقات و بدنا نعمل لها modeling، يعني
+
+331
+00:25:37,350 --> 00:25:40,570
+بدنا نطلع لها معادلة، بدنا نطلع لها معادلة، هي
+
+332
+00:25:42,790 --> 00:25:47,730
+مجموعة من المثلثات، هاي مجموعة من المثلثات، قعدنا
+
+333
+00:25:47,730 --> 00:25:50,730
+نرسم أضلاع، المهم أنه فيه ضلعين منهم يكونوا
+
+334
+00:25:50,730 --> 00:25:56,350
+قائمين، وقعدنا نرسم زوايا، قعدنا نرسم زوايا
+
+335
+00:25:56,350 --> 00:25:59,710
+التانية مختلفين، اللي هم .. اللي هم علاقة بمين؟
+
+336
+00:25:59,710 --> 00:26:04,810
+بالوطربمعنى دايما حط بهذا الشكل قائم و أغير في
+
+337
+00:26:04,810 --> 00:26:09,070
+الوطر مرة حطه هيك مرة حطه هيك مرة حطه هيك كل مرة
+
+338
+00:26:09,070 --> 00:26:12,490
+هيطلعلك مثلث مختلف عن التاني بس كلهم قائم الزاوية
+
+339
+00:26:12,490 --> 00:26:16,450
+كله قائم الزاوية وبناء عليه بتتغير قيمة A وB عشان
+
+340
+00:26:16,450 --> 00:26:22,150
+نحصل على C مختلفة كل مرة فإعطاني هنا مجموعة قياسات
+
+341
+00:26:22,150 --> 00:26:30,960
+لتلت أضلعدائما لمثلث قائم الزاوية دائما لمثلث قائم
+
+342
+00:26:30,960 --> 00:26:35,900
+الزاوية فيعطينا مثلا لما يكون ال side a تلاتة ال
+
+343
+00:26:35,900 --> 00:26:40,780
+side b خمسة بيطلع الوتر خمسة فاصلة تمانية تلاتة
+
+344
+00:26:40,780 --> 00:26:45,100
+مثلا لما يكون تمانية واربعتاش بيطلع ستاشة فاصلة
+
+345
+00:26:45,100 --> 00:26:48,840
+واحدة تلاتة وإلى آخرها تمانتاش واتنين بيطلع
+
+346
+00:26:48,840 --> 00:26:52,200
+تمانتاش فاصلة احداش اتنين و تلاتين و احداش بيطلع
+
+347
+00:26:52,200 --> 00:26:56,300
+تلاتة و تلاتينفاصلة تمانية تلاتة أربعة و تلاتة
+
+348
+00:26:56,300 --> 00:27:00,120
+أكيد هدى كهد مشهورة جدا بتطلع خمسة مباشرة and so
+
+349
+00:27:00,120 --> 00:27:04,660
+on الآن اللي ظهر عندك هي observations بهذا الشكل
+
+350
+00:27:04,660 --> 00:27:09,240
+وهذا الكلام بتقدر تطبقه على أي نظرية أخرى أنه
+
+351
+00:27:09,240 --> 00:27:12,720
+والله أنت عندك مجموعة قياسات زي بالظبط لما بتروح
+
+352
+00:27:12,720 --> 00:27:16,810
+المختبر مش بتروح المختبر بتجيس ال vaultو عندك
+
+353
+00:27:16,810 --> 00:27:20,450
+المقاومة وبنان عليه بتحسب ال .. بتحسب جدش ال
+
+354
+00:27:20,450 --> 00:27:24,410
+current وبتحط مشاهدتك بتكتب ملاحظتك وبعد هيك بتقول
+
+355
+00:27:24,410 --> 00:27:27,730
+والله بدي أجيب معادلة بينهم بدي أجيب منهم معادلة
+
+356
+00:27:27,730 --> 00:27:31,630
+فانت كل اللي عملته انك انت عملت قياسات قيمة ال
+
+357
+00:27:31,630 --> 00:27:35,590
+current كذا قيمة ال volt كذا المعادلة المعاملة
+
+358
+00:27:35,590 --> 00:27:40,200
+المقاومة كذا وممكن تكون مقاومة متغيرة ف ..بتتغير
+
+359
+00:27:40,200 --> 00:27:42,880
+معاك، ممكن يكون دايد، فبدك تجيب قداش قيمة الدايد
+
+360
+00:27:42,880 --> 00:27:47,980
+وكيف شكل ال behavior بين ال V والI and so on، ففي
+
+361
+00:27:47,980 --> 00:27:51,920
+النهاية انت بدك تجيب behavior بين مجموعة ال
+
+362
+00:27:51,920 --> 00:27:55,280
+observations اللي انت شفتهم، تمام، فخلّينا نقول
+
+363
+00:27:55,280 --> 00:28:01,380
+مبدئيا، randomly حطينا معادلات مختلفةrandomly هيك
+
+364
+00:28:01,380 --> 00:28:07,820
+قلنا خلينا نقول ال water بيساوي a تكعيب ناقص جزر
+
+365
+00:28:07,820 --> 00:28:13,220
+بي plus a في بي كلام اي اي expression اي
+
+366
+00:28:13,220 --> 00:28:19,000
+expression فنطلع بهذا الشكل فهي expression أولى هي
+
+367
+00:28:19,000 --> 00:28:22,940
+symbolic expression أولى على الشمال وهي expression
+
+368
+00:28:22,940 --> 00:28:28,630
+تانية او symbolic expression تانية على اليمينواحدة
+
+369
+00:28:28,630 --> 00:28:32,250
+يمين واحدة شمال سيبك من ال curve اللي احنا عاملينه
+
+370
+00:28:32,250 --> 00:28:35,650
+هذا لكن هذا مستقلة و هذا مستقلة مبدأيا هذا model
+
+371
+00:28:35,650 --> 00:28:41,850
+معين معادلة معينة و بدنا نعمللها test ايش هنعملها
+
+372
+00:28:41,850 --> 00:28:47,150
+test يعني اطبق عليها هل فعلا لو ضربت a في a هايهم
+
+373
+00:28:47,150 --> 00:28:51,990
+هذي a في a هتنكتبهم شوية مع بعض نشوف هذه مثلا
+
+374
+00:28:51,990 --> 00:28:56,110
+المعادلة هذه طبعا هو هنا كتبها حسب اللسب حسب اللسب
+
+375
+00:28:56,110 --> 00:29:00,410
+هي مكتوبة تحتتمام احنا نكتبها كمعادلة من الشكل كيف
+
+376
+00:29:00,410 --> 00:29:02,990
+بقدر امثلها رياضيا بالرياضيات اللي انتوا عارفينها
+
+377
+00:29:02,990 --> 00:29:08,170
+هقول a في a معناته a تربيعه هاي a تربيعه خلصنا من
+
+378
+00:29:08,170 --> 00:29:19,690
+هذا زائد زائد زائد ايش هنا a ناقص b a ناقص b كل
+
+379
+00:29:19,690 --> 00:29:24,550
+هذا خلصنا كل جزء هذا وين square تحت الجذر
+
+380
+00:29:27,230 --> 00:29:36,950
+كله ناقص A تمام كل هذا على هي على هي خلصنا الناقص
+
+381
+00:29:36,950 --> 00:29:44,970
+ناقص A هنا فيها دي على over تمام على جداش حاصل ضرب
+
+382
+00:29:44,970 --> 00:29:52,860
+A في B فإذا انتحت A Bهي شكل المعادلة الأولى يعني
+
+383
+00:29:52,860 --> 00:29:56,700
+واضح أنه مالهاش أي علاقة في .. في .. في the growth
+
+384
+00:29:56,700 --> 00:30:00,660
+نهائيا لكن احنا في النهاية بنشتغل randomly أي
+
+385
+00:30:00,660 --> 00:30:04,220
+معادلة تطلع قدامنا و خلاص و خليها شوية شوية ال
+
+386
+00:30:04,220 --> 00:30:07,760
+genetic programming هي اللي اتعدلها لما توصلنا
+
+387
+00:30:07,760 --> 00:30:10,820
+للحل هي اللي تخليها تعدل .. تعدل .. تعدل .. تعدل
+
+388
+00:30:10,820 --> 00:30:12,120
+.. تعدل .. تعدل .. تعدل .. تعدل .. تعدل .. تعدل ..
+
+389
+00:30:12,120 --> 00:30:12,720
+تعدل .. تعدل .. تعدل .. تعدل .. تعدل .. تعدل ..
+
+390
+00:30:12,720 --> 00:30:12,720
+تعدل .. تعدل .. تعدل .. تعدل .. تعدل .. تعدل ..
+
+391
+00:30:12,720 --> 00:30:12,720
+تعدل .. تعدل .. تعدل .. تعدل .. تعدل .. تعدل ..
+
+392
+00:30:12,720 --> 00:30:19,960
+تعدل .. تعدل .. تالان المعادلة هذه اللي احنا
+
+393
+00:30:19,960 --> 00:30:24,540
+طلعناها متذكرين ال observations ساعتوي؟ القياسات؟
+
+394
+00:30:24,540 --> 00:30:28,980
+بروح للقياسات ال measurements هذه ببدأ أطبقهم لما
+
+395
+00:30:28,980 --> 00:30:35,220
+a بتكون كذا و b بتكون كذا، c قداش؟ و بفحص c هنا و
+
+396
+00:30:35,220 --> 00:30:39,900
+بشوف c هنا أكيد هيطلع error، check؟ أكيد بيطلع
+
+397
+00:30:39,900 --> 00:30:41,980
+errors لأن احنا عارفين ان مش هذه المعادلة تبعتها
+
+398
+00:30:43,040 --> 00:30:45,720
+فحنجد أنه شوية شوية شوية شوية في مجموعة errors
+
+399
+00:30:45,720 --> 00:30:49,600
+بقعد أجمع مجموعة ال errors عشان أقول والله هذه ال
+
+400
+00:30:49,600 --> 00:30:54,270
+accuracy تبعتها فيها error كذاوبهمنا الآن انجلل
+
+401
+00:30:54,270 --> 00:30:56,810
+أقصى ما يمكن ال error أقصى ما يمكن ال error
+
+402
+00:30:56,810 --> 00:31:03,250
+طبقناهم كلهم امتى بأصل ل error مقبول يعني ان الفرق
+
+403
+00:31:03,250 --> 00:31:07,790
+مش كتير كبير مش كتير كبير بس بدنا ناخد بالنا من
+
+404
+00:31:07,790 --> 00:31:12,030
+شغلة مهمة ال error أكيد لازم تاخده ال absolute
+
+405
+00:31:13,070 --> 00:31:16,470
+check أو ال mean square error لأنه ماينفعش ال
+
+406
+00:31:16,470 --> 00:31:19,610
+error يكون مرة موجب مرة سالب تقول خلاص الموجب مع
+
+407
+00:31:19,610 --> 00:31:22,210
+السلب راح فمافيش error هي ممتازة للمعادلة الأخرى
+
+408
+00:31:22,210 --> 00:31:26,030
+أكيد كلام قطأ فأضعف الإيمان إذا ماكنتش تروح ل ال
+
+409
+00:31:26,030 --> 00:31:30,030
+mean square error على الأقل خد ال absolute طبعا
+
+410
+00:31:30,030 --> 00:31:33,130
+إذا كانت تتكلم عن vector تاخد norm .. تاخد norm
+
+411
+00:31:33,130 --> 00:31:35,910
+طبعا أكيد كلكوا فاهمين الكلام ده لإن احنا شرحناه
+
+412
+00:31:35,910 --> 00:31:39,010
+في المحاضرات السابقة كل واحدة في .. في .. في
+
+413
+00:31:39,010 --> 00:31:46,540
+مكانها يعنيتمام كعمليةهذا ال term عنده كمية error
+
+414
+00:31:46,540 --> 00:31:50,480
+معينة أو هذه المعادلة ممكن نعمل معادلة تانية و نفس
+
+415
+00:31:50,480 --> 00:31:54,000
+الكلام أفحصها ككمزوم فجبنا ال evaluation بتاعتها
+
+416
+00:31:54,000 --> 00:31:57,020
+ال evaluation بتاعتها عبارة عن مجموع ال error هي
+
+417
+00:31:57,020 --> 00:31:59,660
+مجموعة ال error لكل ال observations اللي اتكونت
+
+418
+00:31:59,660 --> 00:32:04,480
+عندنا الآن بنبدأ الجزئية التانية انه ال expression
+
+419
+00:32:04,480 --> 00:32:06,840
+هذا مع ال expression هذا كرمزوم هذا مع الكرمزوم
+
+420
+00:32:06,840 --> 00:32:11,960
+هذا بنبدأ نعمل crossover باجي عند أي عملية معينة
+
+421
+00:32:11,960 --> 00:32:18,090
+هناببدلهم مع بعض ناخد العملية هذه مكان العملية هذه
+
+422
+00:32:18,090 --> 00:32:22,610
+و بنبدلهم ممكن أخد atom من هنا مع atom من هنا و
+
+423
+00:32:22,610 --> 00:32:26,230
+أبدلهم ممكن ناخد ال atom بس لحاله مع ال operation
+
+424
+00:32:26,230 --> 00:32:26,570
+هذه
+
+425
+00:32:29,390 --> 00:32:34,110
+فنقدر نعمل عملية crossover فالأكثر استخداما هي أنه
+
+426
+00:32:34,110 --> 00:32:38,110
+أستخدم عملية مع عملية operation هنا مع operation
+
+427
+00:32:38,110 --> 00:32:42,070
+هنا وأستبدلهم كيف بيصير شكلها؟ هنلاحظ أن الجزء هذا
+
+428
+00:32:42,070 --> 00:32:46,410
+هنا هتيجي من ال square و ال multiplication أو ال
+
+429
+00:32:46,410 --> 00:32:49,210
+star هتيجي من الناحية التانية، هاي اللي أصار
+
+430
+00:32:49,210 --> 00:32:54,650
+فعليا، square أجت هناو ال star جلبت هنا صار في إيش
+
+431
+00:32:54,650 --> 00:32:58,970
+عنده أكيد معادلتين تانيات إجداد المعادلات الإجداد
+
+432
+00:32:58,970 --> 00:33:05,230
+هذه بدنا نجربها و نشتغل عليها طيب أكيد طبعا إيش
+
+433
+00:33:05,230 --> 00:33:08,030
+اللي بده تغير الآن لو أنا طبعا مش حمسك هذه خلينا
+
+434
+00:33:08,030 --> 00:33:10,750
+فيها دي إيش اتغير عليها اللي اتغير عليها كانت تالي
+
+435
+00:33:10,750 --> 00:33:18,070
+إنه اتعدلت بحيث أنها تصبح بدل ما هي على a في b
+
+436
+00:33:18,070 --> 00:33:24,160
+اللي كانت موجودة لأ صارت جذرلأن هي العملية الجذر
+
+437
+00:33:24,160 --> 00:33:32,040
+هي square لمن لطرح ففي علامة minus لمن ل two terms
+
+438
+00:33:32,040 --> 00:33:39,540
+B في B فإذا B تربيع ناقص A بهذا الشكل صارت معادلة
+
+439
+00:33:39,540 --> 00:33:44,400
+جديدة معادلة جديدة هنعمل evaluation كيف evaluation
+
+440
+00:33:44,400 --> 00:33:48,520
+يعني بكل بساطة بروح بطبق عليها مجموعة ال
+
+441
+00:33:48,520 --> 00:33:52,640
+measurements اللي احنا شوفناهاوكل measurement او
+
+442
+00:33:52,640 --> 00:33:58,220
+two او peer ل A و B بطبقها بحسب ال actual output
+
+443
+00:33:58,220 --> 00:34:01,160
+اللي هي ال C و بقارنها مع ال C اللي موجودة عندى و
+
+444
+00:34:01,160 --> 00:34:04,040
+بطرح و باخد ال difference between them و بنجمع على
+
+445
+00:34:04,040 --> 00:34:09,460
+ال difference between them ل Cالـ actual و ال
+
+446
+00:34:09,460 --> 00:34:12,100
+desired لل observation التانية و التالتة و الرابعة
+
+447
+00:34:12,100 --> 00:34:14,280
+أو ال measurements التانية و التالتة و التارية لما
+
+448
+00:34:14,280 --> 00:34:17,460
+نخلصهم كلهم لما نخلصهم كلهم وجمع أقوله لأ هيكسرت
+
+449
+00:34:17,460 --> 00:34:21,280
+ال error قيمتها كذا زادت جلت مين الأفضل هذه
+
+450
+00:34:21,280 --> 00:34:25,500
+العملية الحقيقة ممكن نشتغل عليها فهنا بتكون عملنا
+
+451
+00:34:25,500 --> 00:34:30,040
+crossover كأول عملية من عمليات ال geneticالعملية
+
+452
+00:34:30,040 --> 00:34:32,100
+التانية اللي ممكن نعملها هي ال mutation
+
+453
+00:34:32,100 --> 00:34:36,680
+فالمutation في ال genetic programming بكل بساطة
+
+454
+00:34:36,680 --> 00:34:42,020
+برضه باجي بقول جدش في احتمال ان اعمل mutation نفس
+
+455
+00:34:42,020 --> 00:34:45,200
+الكلام توي كنا برضه المفروض نقول ان احنا بدنا نحسب
+
+456
+00:34:45,200 --> 00:34:48,460
+في الأول جدش احنا احتمال ان اعمل على المعادلة هذه
+
+457
+00:34:48,460 --> 00:34:52,640
+عملية crossover عشان نعمل crossover و بعد ذلك
+
+458
+00:34:52,640 --> 00:34:58,080
+هنقول برضه كاحتمالية عنداكم operation هي واحد
+
+459
+00:34:58,080 --> 00:35:02,200
+اتنين تلاتة اربعة جدش عددهم كلهم هيك لو افترض ان
+
+460
+00:35:02,200 --> 00:35:06,140
+كل واحد منهم له رقم برضه بطريقة راندوملي هقول
+
+461
+00:35:06,140 --> 00:35:14,230
+راندوملي الرقم اتنينفالرقم 2، 1، 2، 3، 4، 5، 6، 7،
+
+462
+00:35:14,230 --> 00:35:20,510
+8، 9، 10، 11، 12، 13 نفترض عند 2 طلعت الرقم 2 من
+
+463
+00:35:20,510 --> 00:35:27,950
+عملية randomization selection من 1 ل 17 طلع له
+
+464
+00:35:27,950 --> 00:35:31,150
+الرقم 2 فإذا الرقم 2 هذا اللي بده أغيرهاإيش يعني
+
+465
+00:35:31,150 --> 00:35:34,830
+بتغيرها؟ يعني بكل بساطة بدي أجي أشوف إذا كان هي
+
+466
+00:35:34,830 --> 00:35:38,830
+minus بدي أشوف إيش ال operations المتحين عنده عشان
+
+467
+00:35:38,830 --> 00:35:43,070
+أعكسها لإشي تاني فهنا ممكن نقول لأ بدي أغيرها
+
+468
+00:35:43,070 --> 00:35:47,570
+لعملية ضرب مثلاأو بتغيرها لجمع فبشوف إيش ال
+
+469
+00:35:47,570 --> 00:35:50,190
+operations الممكنة عشان أختار أعمل selection لأ
+
+470
+00:35:50,190 --> 00:35:53,090
+operation ييجي مكانها .. لأ operation ييجي مكانها
+
+471
+00:35:53,090 --> 00:35:57,350
+أو نيجي نعمل واحد اتنين تلاتة أربعة خمسة عند
+
+472
+00:35:57,350 --> 00:36:01,890
+الخمسة طلع مثلا فالخمسة هنا طلعت إيش مش operation
+
+473
+00:36:01,890 --> 00:36:06,750
+طلعت atom فال atom هذا متغير طب إيش في متغيرات
+
+474
+00:36:06,750 --> 00:36:11,330
+تانية غيره؟في عندي ال A بس فإذا بتتغير لل A مش
+
+475
+00:36:11,330 --> 00:36:15,110
+أكتر من هيك فإذا بتتغير ل A مدام مافيش .. لو في
+
+476
+00:36:15,110 --> 00:36:19,730
+مثلا أكتر من المتغير بنستثنى ال B و بنعمل برضه
+
+477
+00:36:19,730 --> 00:36:24,770
+بشكل random بنعمل selection بشكل عشوائي للمتبقين
+
+478
+00:36:24,770 --> 00:36:31,250
+فالعملية الحقيقة هي كلهابشكل random اللي بالتم هذه
+
+479
+00:36:31,250 --> 00:36:34,630
+غيرناها هذه بدل السالب صارت موجب وهذه بدل ال B
+
+480
+00:36:34,630 --> 00:36:39,750
+صارت A and so on بهذا الشكل هذه كل فكرة ال program
+
+481
+00:36:39,750 --> 00:36:43,090
+ال genetic programming genetic programming يعني
+
+482
+00:36:43,090 --> 00:36:47,010
+هذه ال .. اه هذه بدها شوية تكبير عشان يتبين معاكم
+
+483
+00:36:47,010 --> 00:36:53,270
+عشان
+
+484
+00:36:53,270 --> 00:36:56,210
+ال algorithm هنا نشرح ال algorithm بالتفصيل
+
+485
+00:36:58,350 --> 00:37:05,090
+جبل ما ننهي هذا الموضوع فحنجد خلصنا هيك المثال
+
+486
+00:37:05,090 --> 00:37:09,870
+تبعنا نشوف ال algorithm للطريقة كلها على بعضها
+
+487
+00:37:10,990 --> 00:37:14,350
+هنبدأ بـ start ثم نعمل generate ال initial
+
+488
+00:37:14,350 --> 00:37:20,130
+population of symbolic expressions of size n
+
+489
+00:37:20,130 --> 00:37:23,190
+بالظبط زي ال genetic algorithm لكن هنا زي ما قلنا
+
+490
+00:37:23,190 --> 00:37:26,330
+لك ال chromosomes تبعتنا الحقيقة هي عبارة عن S
+
+491
+00:37:26,330 --> 00:37:29,570
+expressions او symbolic expressions عددهم جدش
+
+492
+00:37:29,570 --> 00:37:33,070
+عددهم n عددهم n فمعنى ذلك انه بيكون في end حاجة
+
+493
+00:37:33,070 --> 00:37:37,200
+اسمهاgeneration وفي حاجة اسمها ال population
+
+494
+00:37:37,200 --> 00:37:43,100
+للكرمزومز جديش العدد الكرمزومز داخل الجيل الواحد
+
+495
+00:37:43,100 --> 00:37:45,660
+او ال generation الواحد فعملناهم عملنا
+
+496
+00:37:45,660 --> 00:37:48,520
+initialization خلاص عملنا generation للكل مافيش
+
+497
+00:37:48,520 --> 00:37:53,780
+مشكلة صار عندي عدد ال expressions عددهم N بنروح
+
+498
+00:37:53,780 --> 00:37:57,180
+للخطوة التانية اني بعمل execute each expression
+
+499
+00:37:57,180 --> 00:38:01,500
+and calculate its fitness ايش هو its fitness ..
+
+500
+00:38:01,500 --> 00:38:05,770
+fitness تبعته ال errorاللي هي قيمة ال error هنا
+
+501
+00:38:05,770 --> 00:38:09,230
+انه انا بعمل model وعندي ال output انا قايس ال
+
+502
+00:38:09,230 --> 00:38:12,230
+output بس انا ماتديش اضلني كل مرة اجيسه جهة قياس
+
+503
+00:38:12,230 --> 00:38:15,530
+انا خلاص بدي احاول اعمل modeling يطلعلي معادلة
+
+504
+00:38:15,530 --> 00:38:19,410
+عشان اصير انا من عندى لو دخلنا قيمة كذا ودخلنا
+
+505
+00:38:19,410 --> 00:38:23,750
+قيمة كذا فالاصل انه يطلع كذا مش لسه كل شوية بدروح
+
+506
+00:38:23,750 --> 00:38:27,840
+اجيسها اناأطبّقها و أجيسها أطبّقها و أجيسها لأ
+
+507
+00:38:27,840 --> 00:38:31,080
+المفروض أن يصير أندي معادلة لها مباشرة لها دي طبعا
+
+508
+00:38:31,080 --> 00:38:34,300
+بداش احنا نخد في عملية ال simulation أنه لما يكون
+
+509
+00:38:34,300 --> 00:38:35,960
+في أندي model معناته أنه بقدر أعمل عملية
+
+510
+00:38:35,960 --> 00:38:39,040
+simulation بشكل بسيط و ب .. بأبعد عني ال risk في
+
+511
+00:38:39,040 --> 00:38:42,480
+ال .. في العمليات اللي .. اللي بشتغلها اللي بشتغل
+
+512
+00:38:42,480 --> 00:38:45,000
+في ال chemistry مثلا مش محتاج يقعد يضيف حاجات على
+
+513
+00:38:45,000 --> 00:38:48,580
+بعض و يمكن تنفجر و يمكن نتائجها تكون مش جيدة اللي
+
+514
+00:38:48,580 --> 00:38:51,480
+بدو يشتغل في الكهربا يمكن يحط قيم معينة أو
+
+515
+00:38:51,480 --> 00:38:56,140
+components مع بعض بطريقة معينة فتنحرجلأ بصير ببعد
+
+516
+00:38:56,140 --> 00:39:00,380
+عن ال risk هذا وبتكون أسرع في الحصول على النتائج
+
+517
+00:39:00,380 --> 00:39:02,800
+فهو نفس الكلام اللي بدنا نعمله فالان بنعمل
+
+518
+00:39:02,800 --> 00:39:07,650
+execution ال error بديه أقل ما يمكنكويس جيسنا
+
+519
+00:39:07,650 --> 00:39:13,270
+designate فبنعمل حاجة اسمها designate the best so
+
+520
+00:39:13,270 --> 00:39:20,230
+far بختار أو بنرشح أو بنحدد الأفضل .. الأفضل حتى
+
+521
+00:39:20,230 --> 00:39:25,330
+الآن من مين؟ من ال S expression ك result لمين؟ لل
+
+522
+00:39:25,330 --> 00:39:29,050
+run .. لل run اللي احنا عملناها هنا احنا نفذنا
+
+523
+00:39:29,050 --> 00:39:34,320
+طلعنافي عندي n expressions ما احنا قلنا عددهم n ال
+
+524
+00:39:34,320 --> 00:39:37,240
+n expressions ده دولة في واحد منهم احسن واحد ايش
+
+525
+00:39:37,240 --> 00:39:40,320
+يعني احسن واحد يعني كان اقل error منهم اقل error
+
+526
+00:39:40,320 --> 00:39:46,780
+بنحدده انحددنا هنا الان مدام حددنا بنيجي بنقول هل
+
+527
+00:39:46,780 --> 00:39:50,780
+التحديد هذا حقق .. اللي .. اللي اتحدد هذا حققلي
+
+528
+00:39:50,780 --> 00:39:57,080
+determination criterion satisfied بمعنىهل هو ك
+
+529
+00:39:57,080 --> 00:40:00,660
+error مقبول بالنسبالي؟ يعني نفترض إن ال error هذا
+
+530
+00:40:00,660 --> 00:40:05,540
+قيمته واحد في المية إذا والله التطبيق بيحتمل ال
+
+531
+00:40:05,540 --> 00:40:09,080
+واحد في المية ك error خلاص هي كويس مافيش داعي تتعب
+
+532
+00:40:09,080 --> 00:40:13,260
+حالك في شغل زيادة إذا محتاج تطلع ال model بشكل
+
+533
+00:40:13,260 --> 00:40:18,180
+سريع وحتقول ال error فيه زائد ناقص 0.01 واحد في
+
+534
+00:40:18,180 --> 00:40:21,640
+المية مش هيك بتتم مش هيك بالظبط بتتم في المعظم ال
+
+535
+00:40:21,640 --> 00:40:26,040
+..ال components بيحط لك plus ناقص او point او one
+
+536
+00:40:26,040 --> 00:40:29,460
+مثلا اللي هي tolerance او ال error tolerance for
+
+537
+00:40:29,460 --> 00:40:33,540
+example تمام فإذا كان و الله مرضى وصلنا لقيمة
+
+538
+00:40:33,540 --> 00:40:37,480
+مرضية yes هذا ال yes هتوصلنا في الآخر لمين ل ال
+
+539
+00:40:37,480 --> 00:40:41,250
+end اني بوقف الشغل و خلصنا انتهىأما إذا كان لأ غير
+
+540
+00:40:41,250 --> 00:40:44,190
+مرضى، معناه ذلك إنه واضح أنا بده أروح لمين، لأ new
+
+541
+00:40:44,190 --> 00:40:48,390
+generation، بدنا نروح لل new generation فبنحط ال
+
+542
+00:40:48,390 --> 00:40:52,530
+best so far as expression أو symbolic expression
+
+543
+00:40:52,530 --> 00:40:58,070
+in the new population ال population هذه أول عنصر
+
+544
+00:40:58,070 --> 00:41:04,960
+بنحطه هو الأفضل، الحل الأفضلثم بعد ذلك بنبدأ نعمل
+
+545
+00:41:04,960 --> 00:41:10,280
+اختيار ل ال genetic operation او ال operator ال
+
+546
+00:41:10,280 --> 00:41:13,140
+genetic operator انه هنختار بختار اي واحدة من
+
+547
+00:41:13,140 --> 00:41:16,160
+التلاتة طبعا احنا مبدئيا اول ما نزلنا فعليا احنا
+
+548
+00:41:16,160 --> 00:41:19,820
+اختارنا cloning احنا اختارنا مبدئيا هي عملية
+
+549
+00:41:19,820 --> 00:41:25,340
+cloningمن الـ cloning هدولة عملية الـ cloning هذه
+
+550
+00:41:25,340 --> 00:41:28,560
+بعد ما نزلنا أفضل واحد ببدأ أعمل عملية احتمالات
+
+551
+00:41:28,560 --> 00:41:32,300
+حسب من الـ roulette متذكرين ال roulette عندي n
+
+552
+00:41:32,300 --> 00:41:38,820
+expressions جدش ال error كل واحد جدش قريب من الحل
+
+553
+00:41:38,820 --> 00:41:45,140
+يعتبر هذا ميزة له .. ميزة له بطريقة معينة بنعكسهم
+
+554
+00:41:45,140 --> 00:41:48,360
+.. بنعكسهم عشان يكون ال probability تبعته أكبر
+
+555
+00:41:48,990 --> 00:41:51,930
+بنعكسهم عشان تكون ال probability تبعته أكبر ما
+
+556
+00:41:51,930 --> 00:41:55,950
+يمكن و بنحطه حسب ال roulette و بنبدأ نختار اللي
+
+557
+00:41:55,950 --> 00:42:01,170
+بنختاره برضه بشكل probabilistic او بشكل stochastic
+
+558
+00:42:01,170 --> 00:42:04,530
+هل عمله cloning ولا عمله crossover ولا عمله
+
+559
+00:42:04,530 --> 00:42:08,230
+mutation؟إذا بدنا نعمل ال cloning معناته هي select
+
+560
+00:42:08,230 --> 00:42:13,250
+one as expression نختار لنا واحد زي ما هو بندخله
+
+561
+00:42:13,250 --> 00:42:17,370
+على ال new generation أما إذا أختارنا crossover
+
+562
+00:42:17,370 --> 00:42:22,230
+معناته بدي أختار اتنين as expressions و نعمل زيتوي
+
+563
+00:42:22,230 --> 00:42:26,790
+نبدأ نحددوين بدنا نعمل ال crossover بتاعتنا؟ هل
+
+564
+00:42:26,790 --> 00:42:28,770
+نعملها على ال operation؟ على ال .. على أنه
+
+565
+00:42:28,770 --> 00:42:32,470
+operation هنا و أنه operation هنا؟ عشان نفصلهم و
+
+566
+00:42:32,470 --> 00:42:36,510
+نبدل مجموعة ال operations ك branch داخل ال tree
+
+567
+00:42:36,510 --> 00:42:40,730
+فظيرنا ال branch أخدنا branch من ال tree هذه و
+
+568
+00:42:40,730 --> 00:42:42,930
+حطناها لل tree التانية و أخدنا ال branch مكانها من
+
+569
+00:42:42,930 --> 00:42:46,210
+ال tree التانية و حطناها ك branch لل tree الأولى
+
+570
+00:42:46,210 --> 00:42:49,250
+أو mutation فالمutation نفس الكلام بدنا نعمل
+
+571
+00:42:49,250 --> 00:42:54,640
+selection oneS expression هذه محتاجة واحد بنعمل
+
+572
+00:42:54,640 --> 00:42:58,080
+selection لواحد بس انا مش محتاج اعمل لاتنين فإذا
+
+573
+00:42:58,080 --> 00:43:02,640
+ال cloning هو واحد لأنه زي ما هو بده نزله كما هو
+
+574
+00:43:02,640 --> 00:43:06,100
+او اعمل selection برضه لوحد اذا بده اعمل mutation
+
+575
+00:43:06,100 --> 00:43:12,210
+بنحددكل ال .. ال .. ال .. ال children أو ال ..
+
+576
+00:43:12,210 --> 00:43:15,670
+بالظبط هي ال children أو ال leaves تبعتنا داخل ال
+
+577
+00:43:15,670 --> 00:43:20,350
+tree بنحق .. بنرقمهم و بنختار لنا عشوائي رقم إذا
+
+578
+00:43:20,350 --> 00:43:24,170
+والله الرقم هذا ل ال atom بشوف مين المتغيرات
+
+579
+00:43:24,170 --> 00:43:27,270
+التانية عشان أحطها بدل المتغير اللي موجود في ال
+
+580
+00:43:27,270 --> 00:43:31,670
+atom إذا كان expression بمعنى operator إذا كان
+
+581
+00:43:31,670 --> 00:43:34,770
+operator بحط مكان ال operator هذه أي operation أو
+
+582
+00:43:34,770 --> 00:43:38,670
+أي operation تانيةأو اي operator اخر اي operator
+
+583
+00:43:38,670 --> 00:43:42,030
+اخر اما في ال cross over فانا محتاج اتنين لانه
+
+584
+00:43:42,030 --> 00:43:45,190
+بدنا نبدل بدنا نشتغل تبديل بين واحد للتاني تمام
+
+585
+00:43:45,190 --> 00:43:49,730
+العملية هذه بتستمر لعند ما اخلص لل new generation
+
+586
+00:43:49,730 --> 00:43:55,740
+ال NS expression لما اخلصهم عددهم لان كامل فبكون
+
+587
+00:43:55,740 --> 00:43:59,340
+قولت ان ال population تبعت اجتملت فصار هذا جيل
+
+588
+00:43:59,340 --> 00:44:03,240
+جديد اعمل تطبيق عليه تطبيق ايش ان احسب كل واحد ال
+
+589
+00:44:03,240 --> 00:44:07,940
+error جديش عشان بعد ذلك نقول هذا احسن error اخزنه
+
+590
+00:44:07,940 --> 00:44:11,140
+و اشوف هل هو احسن من اللي كنت مخزنه سابقا ولا لأ
+
+591
+00:44:11,140 --> 00:44:14,840
+اذا كان افضل بنسى السابق و بحط هذا كافضل حل حتى
+
+592
+00:44:14,840 --> 00:44:20,810
+اللحظة اما اذا كان اسوأ بخل السابقوبنرجع بنعيد نفس
+
+593
+00:44:20,810 --> 00:44:25,030
+الكلام فإذا بعد ما اكتملت هيها هي ال condition
+
+594
+00:44:25,030 --> 00:44:29,270
+تبعها إذا كان ال size لها ال new population equal
+
+595
+00:44:29,270 --> 00:44:33,830
+to n yes خلاص وقفنا إذا no لاحظوا إيش بديه رجعني
+
+596
+00:44:33,830 --> 00:44:38,290
+ال no؟ هيرجعني أن أرجع كمان مرة أختار واحدة من ال
+
+597
+00:44:38,290 --> 00:44:44,360
+cloning أو crossover أوMutation عشان نزود ال
+
+598
+00:44:44,360 --> 00:44:48,480
+population بتاعتنا تمام لما تصل ل in yes فإذا هنا
+
+599
+00:44:48,480 --> 00:44:52,220
+بنروح بنغير the current population with the new
+
+600
+00:44:52,220 --> 00:44:56,540
+one ال population السابق بنشيله كله صار عندي a new
+
+601
+00:44:56,540 --> 00:45:01,840
+population بيجي مكانه عشان يحل محله في الشغل فحل
+
+602
+00:45:01,840 --> 00:45:04,820
+محله في الشغل كان التالي انه يرجع بال feedback هذه
+
+603
+00:45:06,090 --> 00:45:11,330
+لوين؟ لهنا فبعمل execution عمل execution لكل S
+
+604
+00:45:11,330 --> 00:45:15,150
+expression موجودة فيه عشان يحدد مين الأفضل ويعمل
+
+605
+00:45:15,150 --> 00:45:18,250
+النسب للروليت ويعمل كل الشغل اللي خاص بمين بال
+
+606
+00:45:18,250 --> 00:45:22,010
+genetic algorithm فهذه هي مين اللي بنقدر نسميها
+
+607
+00:45:23,270 --> 00:45:25,670
+طبعا ال stop هدى احنا قولنا من المرة اللى فاتة من
+
+608
+00:45:25,670 --> 00:45:28,750
+سابقا انه هدى إذا كان وصلنا لل determination
+
+609
+00:45:28,750 --> 00:45:32,790
+criterion satisfied is satisfied بنقول yes فإذا
+
+610
+00:45:32,790 --> 00:45:37,030
+بنوجف شغلنا في الآخر فهدى ال flow chart اللى خاص
+
+611
+00:45:37,030 --> 00:45:42,050
+بيه ال genetic programming اللى خاصة بهذا الموضوع
+
+612
+00:45:42,050 --> 00:45:48,280
+بذلك بنكون حددنا هنا من فكرة ال evolutionطريقتين
+
+613
+00:45:48,280 --> 00:45:51,660
+تانيات غير فهم ال genetic algorithm نفسه ال
+
+614
+00:45:51,660 --> 00:45:54,420
+genetic algorithm خلصناها بدأنا مقدمتها المرة اللي
+
+615
+00:45:54,420 --> 00:45:58,300
+فاتت في محاضرة سابقة أخدنا مثال عليها ال
+
+616
+00:45:58,300 --> 00:46:03,870
+scheduling ثم هين اتكلمنا عن طريقتينالـ
+
+617
+00:46:03,870 --> 00:46:07,010
+Evolutionary Computation والـ Genetic Programming
+
+618
+00:46:07,010 --> 00:46:10,170
+بذلك بنكون هنا تماما موضوع الـ Genetic Algorithm
+
+619
+00:46:10,170 --> 00:46:14,390
+أو الـ Evolutionary Calculations للمرة القادمة ان
+
+620
+00:46:14,390 --> 00:46:18,370
+شاء الله تعالى بنروح لموضوع الـ Hybrid Expert
+
+621
+00:46:18,370 --> 00:46:21,350
+Systemsخلّيها للمرة القادمة نتكلم عنها بالتفصيل،
+
+622
+00:46:21,350 --> 00:46:24,330
+وكيف أنا ممكن أدمج أكتر من expert system مع بعض،
+
+623
+00:46:24,330 --> 00:46:28,610
+ليش بدنا ندمجهم أصلا مع بعض، إيش الفايدة، ومين
+
+624
+00:46:28,610 --> 00:46:31,370
+اللي بنفعين ندمج مع التاني، فهذا هنخلّيه للمحاضرة
+
+625
+00:46:31,370 --> 00:46:34,130
+القادمة ان شاء الله تعالى، يعطيكوا ألف عافية وبركة
+
+626
+00:46:34,130 --> 00:46:34,190
+الله
+
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/kvj-migZ5qQ.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/kvj-migZ5qQ.srt
new file mode 100644
index 0000000000000000000000000000000000000000..abae6227a5a972a644c30489eaa13878bd80431b
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/kvj-migZ5qQ.srt
@@ -0,0 +1,2298 @@
+
+1
+00:00:04,940 --> 00:00:08,160
+بسم الله الرحمن الرحيم نستكمل ما بدأنا في ال
+
+2
+00:00:08,160 --> 00:00:11,160
+neural network، وتحدثنا وقلنا أن كل موضوعنا
+
+3
+00:00:11,160 --> 00:00:16,380
+هيكون منصب على الـ supervised learning neural network
+
+4
+00:00:16,380 --> 00:00:19,080
+فتحدثنا من المرة السابقة عن حاجة اسمها الـ
+
+5
+00:00:19,080 --> 00:00:23,780
+perceptron، واللي أنشئت كفكرة في التسعة والخمسين، و
+
+6
+00:00:23,780 --> 00:00:27,400
+طبقت الـ training تبعها أو الـ learning تبعها زي ما
+
+7
+00:00:27,400 --> 00:00:30,260
+تحدثنا في محاضرتنا السابقة في الـ 1950،
+
+8
+00:00:30,260 --> 00:00:34,200
+هنتحدث عن الـ algorithm الخاص بها، و
+
+9
+00:00:34,200 --> 00:00:38,560
+نستكمل عملية التطوير اللي طرقت عليها، فهنتكلم اليوم
+
+10
+00:00:38,560 --> 00:00:41,580
+عن الـ perceptron training algorithm، وببساطة جداً
+
+11
+00:00:41,580 --> 00:00:46,240
+اللي كان بيحضر المحاضرة السابقة ممكن مباشرة يدخل
+
+12
+00:00:46,240 --> 00:00:51,400
+على هذه المحاضرة لأنه هيكون تقريباً تكرار ولكن بشكل
+
+13
+00:00:51,400 --> 00:00:54,560
+منظم، بشكل أن احنا هننظمه بشكل الـ algorithm،
+
+14
+00:00:54,560 --> 00:00:57,540
+الـ algorithm هذا هيكون عبارة عن شغل هنسميها
+
+15
+00:00:57,540 --> 00:01:02,020
+initialization، بمعنى أن أنا ببدأ أعمل تهيئة مسبقة
+
+16
+00:01:02,020 --> 00:01:05,640
+لكل الـ parameters الخاصة بالـ
+
+17
+00:01:05,640 --> 00:01:08,320
+neural network، واللي أهمها هي الحقيقة الـ weights
+
+18
+00:01:08,320 --> 00:01:11,980
+اللي هي الـ weights اللي احنا بندور على أفضل قيم
+
+19
+00:01:11,980 --> 00:01:17,830
+لها، ليش؟ لأنه بكل بساطة بالنسبة للـ neuron (النيورون)
+
+20
+00:01:17,830 --> 00:01:20,710
+هذا له مجموعة inputs، الـ inputs هذه ما أقدرش أن أنا
+
+21
+00:01:20,710 --> 00:01:23,830
+أقعد أغير فيها، أنا مطلوب منه صورة، الصورة هذه
+
+22
+00:01:23,830 --> 00:01:28,830
+صورة محمد، خلاص ما بقدر أجيب صورة تانية، فالـ X
+
+23
+00:01:28,830 --> 00:01:37,010
+تماما محكومة، والـ Y مدام أنا بتكلم عن الـ supervised،
+
+24
+00:01:37,010 --> 00:01:42,050
+فبرضه محكومة، خلاص أنا بقول أن الـ X هذه هي مع الـ Y
+
+25
+00:01:42,050 --> 00:01:47,960
+هذه، ما أقدرش أغير فيهم، فهدولة ما فيش فيهم نقعد نغير
+
+26
+00:01:47,960 --> 00:01:52,830
+هدولة set أو data set تُعطى للـ neural network، فهذه
+
+27
+00:01:52,830 --> 00:01:55,790
+هي الـ data set أو قواعد البيانات اللي بدها تدخل
+
+28
+00:01:55,790 --> 00:01:59,810
+على الـ neural network الآن، وين الشغل اللي بدها
+
+29
+00:01:59,810 --> 00:02:04,050
+تحريك أو بدها نعمل الـ optimization هي عملية الـ W's
+
+30
+00:02:04,050 --> 00:02:11,690
+W1 و W2 إلى WN، فمعنى ذلك مبدئياً هنحطهم بشكل
+
+31
+00:02:11,690 --> 00:02:15,860
+randomly، زي ما قلنا في محاضرتنا السابقة، within the
+
+32
+00:02:15,860 --> 00:02:22,280
+range minus 0.5 to 0.5، من سالب نص إلى نص، ويمكن تحدثنا
+
+33
+00:02:22,280 --> 00:02:27,120
+سابقا أنّه باستثناء يمكن الصفر احنا لن نفضل أنّه ايه
+
+34
+00:02:27,120 --> 00:02:30,220
+تكون الـ initialization هنا Zero، Zero تحديدا، Zero
+
+35
+00:02:30,930 --> 00:02:33,990
+لكن بتكون في هذا الـ range وما تكونش برة، لأنها بتعمل
+
+36
+00:02:33,990 --> 00:02:36,710
+حاجة اسمها flattening، بدنا إيش نتكلم عنها يمكن
+
+37
+00:02:36,710 --> 00:02:40,170
+اللي بتوسع أكثر في الـ neural network أو بياخدوا
+
+38
+00:02:40,170 --> 00:02:44,110
+مساق خاص في الـ neural network، ممكن يصير كلام عن
+
+39
+00:02:44,110 --> 00:02:48,590
+بعض الـ .. ليش أنّه من minus 0.5 إلى 0.5 تحديدا، لكن
+
+40
+00:02:48,590 --> 00:02:51,290
+بالنسبة لنا احنا هناخد هذا .. ناخدها معلومة مسلم
+
+41
+00:02:51,290 --> 00:02:55,010
+فيها وخلاص، طيب، إذا كان الـ Error، وهذا تكلمنا عنه
+
+42
+00:02:55,010 --> 00:02:58,590
+سابقا، موجب، معناه ذلك أن أنا محتاج أزود قيمة
+
+43
+00:02:58,590 --> 00:03:01,450
+الـ Output، وإذا كانت قيمته Negative، محتاج أقلل
+
+44
+00:03:01,450 --> 00:03:04,030
+قيمة الـ Output، تحدثنا عن هذا الموضوع المرة
+
+45
+00:03:04,030 --> 00:03:08,270
+السابقة وشرحناها بتوسع. الآن، خلصنا مجموعة
+
+46
+00:03:08,270 --> 00:03:10,910
+الـ Weights اللي حطيناها بشكل عشوائي، بنعمل
+
+47
+00:03:10,910 --> 00:03:13,490
+Activation لمين؟ للـ Neural Network نفسها،
+
+48
+00:03:13,490 --> 00:03:16,430
+للـ Perceptron نفسه، إيش يعني؟ يعني الـ Weights اللي
+
+49
+00:03:16,430 --> 00:03:20,650
+أنا افترضتهم فرضياً من عندي، بعطيهم أول Input،
+
+50
+00:03:20,650 --> 00:03:25,310
+وبشوف الـ Output، ثاني Input والـ Output، يعني بنبدأ
+
+51
+00:03:25,310 --> 00:03:28,970
+أن نفعّل، أن نشطّ الـ neural network هذه، فبنعمل
+
+52
+00:03:28,970 --> 00:03:31,970
+activation للـ perceptron، أن أنا بعمل applying لمين
+
+53
+00:03:31,970 --> 00:03:38,510
+للـ inputs x1 x2 x3 إلى xn كلهم،
+
+54
+00:03:38,510 --> 00:03:44,030
+هدولة بندخلهم عشان نحصل على الـ Y ونقارنه بالـ
+
+55
+00:03:44,030 --> 00:03:48,790
+desired output، الـ Y دي أو desired في أنوة في
+
+56
+00:03:48,790 --> 00:03:53,730
+المرحلة P، قلنا لأن أنا متوقع جداً أنه حيكون في عندي
+
+57
+00:03:53,730 --> 00:03:58,960
+مراحل، جداش عددهم ما بعرفش، كل تطبيق له عدد المراحل
+
+58
+00:03:58,960 --> 00:04:01,540
+المختلفة، إذا كان التطبيق بسيط يعني ممكن يكون
+
+59
+00:04:01,540 --> 00:04:05,180
+بالمئات أحياناً، أما تطبيق كبير يمكن أحياناً بعشرات
+
+60
+00:04:05,180 --> 00:04:07,920
+أو مئات الآلاف من الـ iterations إذا كان التطبيق
+
+61
+00:04:07,920 --> 00:04:11,480
+ضخم وكبير وندخل فيه في الـ deep learning مثلاً،
+
+62
+00:04:11,480 --> 00:04:15,640
+باستخدام الـ neural network، لأ، ممكن يصل لقيم كبيرة
+
+63
+00:04:15,640 --> 00:04:20,260
+جداً من مجموعة الـ iterations هذه، تمام، فإذا أنا عندي
+
+64
+00:04:20,260 --> 00:04:24,500
+الـ iteration P، وهذه من واحد إلى capital P مثلاً، احنا
+
+65
+00:04:24,500 --> 00:04:29,020
+بدنا نكون برضه محددينها، limit، لإمتى يظل يتعلم، الـ Y
+
+66
+00:04:29,020 --> 00:04:33,220
+هذه هتكون عبارة عن الـ step، ليش الـ step؟ لأنه هتكون
+
+67
+00:04:33,220 --> 00:04:36,140
+في summation، زي ما اتفقنا، وبيكون في activation
+
+68
+00:04:36,140 --> 00:04:39,820
+function، فاحنا هنستخدم الـ step function، فالـ step
+
+69
+00:04:39,820 --> 00:04:44,320
+function هذه هي فعلياً لمين؟ هي step function، هطبقها
+
+70
+00:04:44,320 --> 00:04:48,920
+على الـ summation، على الـ summation اللي هو كان
+
+71
+00:04:48,920 --> 00:04:51,320
+المرحلة السابقة، الناتج تبعه اللي راح لـ activation
+
+72
+00:04:51,320 --> 00:04:58,250
+function، فالـ summation هذا عبارة عن مجموع wi من i
+
+73
+00:04:58,250 --> 00:05:04,110
+بتساوي واحد إلى i بتساوي n، فكأنه بقول x واحد في w
+
+74
+00:05:04,110 --> 00:05:07,330
+واحد، plus x اثنين في w اثنين، plus x ثلاثة في w
+
+75
+00:05:07,330 --> 00:05:12,830
+ثلاثة إلى عند x n في w n، تمام، كل هذا المجموع
+
+76
+00:05:12,830 --> 00:05:16,110
+minus الـ threshold اللي حكينا عنها، threshold
+
+77
+00:05:16,110 --> 00:05:21,550
+وهذه بتكون عبارة عن برضه كأنها input، بنسميها threshold
+
+78
+00:05:21,550 --> 00:05:25,590
+خاص بالـ neuron اللي موجودة عندنا، فهذه
+
+79
+00:05:25,590 --> 00:05:28,090
+المعادلة الأساسية لعملية الـ activation، العملية ايه؟ الـ
+
+80
+00:05:28,090 --> 00:05:28,430
+activation
+
+81
+00:05:31,660 --> 00:05:36,420
+تمام، بعد ذلك بدنا نعمل عملية تعديل الأوزان، تعديل
+
+82
+00:05:36,420 --> 00:05:38,840
+الأوزان، وهذه أهم عملية الحقيقة، اللي هي الـ weight
+
+83
+00:05:38,840 --> 00:05:42,360
+training، بدنا ندرب الآن الأوزان هذه عشان نعملها
+
+84
+00:05:42,360 --> 00:05:46,700
+optimization، بمعنى أني بدي أخليها هي أفضل قيم ممكن
+
+85
+00:05:46,700 --> 00:05:51,020
+أحصل عليها، الـ optimal value لها، فحنقول أن الـ W
+
+86
+00:05:51,020 --> 00:05:57,600
+الجديدة، Wi الجديدة، هي نفس الـ Wi القديمة، plus Delta W
+
+87
+00:05:57,600 --> 00:06:04,210
+Delta W، قيمة أو قيمة التغير في W، وهذه قداش بتساوي؟
+
+88
+00:06:04,210 --> 00:06:06,710
+كنا كتبناها المرة اللي فاتت، المحاضرة اللي فاتت، و
+
+89
+00:06:06,710 --> 00:06:12,170
+شرحناها، بتساوي كانت Alpha في الـ X اللي خاص بالـ W
+
+90
+00:06:12,170 --> 00:06:17,610
+فإذا كانت W واحد فهي X واحد، W خمسة فهي X خمسة، W N
+
+91
+00:06:17,610 --> 00:06:22,810
+فهي X N، فـ by default بنقول Wi مرتبطة بـ Xi، مضروبة
+
+92
+00:06:22,810 --> 00:06:25,070
+طبعاً في قيمة الـ error، لأن قيمة الـ error هذا هو
+
+93
+00:06:25,070 --> 00:06:27,570
+اللي هيحدد الـ positive or negative، فهو اللي هيحدد
+
+94
+00:06:27,570 --> 00:06:30,670
+هل الدلتا دي هتكون موجبة ولا سالبة، أنا محتاج أقلل
+
+95
+00:06:30,670 --> 00:06:36,110
+قيمة W القديمة ولا أزود قيمة W القديمة، خلصنا، عشان
+
+96
+00:06:36,110 --> 00:06:44,420
+في الآخر نحصل على قيم جديدة لـ W، ونرجع مرة نغير
+
+97
+00:06:44,420 --> 00:06:47,040
+قيمة P اللي هو الـ iteration اللي أنا فيه، أنا نفترض
+
+98
+00:06:47,040 --> 00:06:49,820
+P هنا كانت واحد، فأنا في الـ iteration الأولى، لأ
+
+99
+00:06:49,820 --> 00:06:54,080
+الآن غيرنا قيمة W، غيرناهم القيم واحدة واحدة،
+
+100
+00:06:54,080 --> 00:06:59,660
+مسكناهم، W1 غيرناها، W2 غيرناها، W3 غيرناها، Wn
+
+101
+00:06:59,660 --> 00:07:02,620
+غيرناها، الآن بنرجع نعمل عملية activation كمان مرة،
+
+102
+00:07:02,620 --> 00:07:06,620
+برجع بدخل الـ input كمان مرة عشان أتأكد هل هو فعلاً
+
+103
+00:07:06,620 --> 00:07:09,820
+وصلت لمرحلة أن الـ error طلع Zero، إذا الـ error Zero
+
+104
+00:07:09,820 --> 00:07:13,960
+هنا أو قيمته صارت صغيرة جداً، يعني وصلت للـ tolerance
+
+105
+00:07:13,960 --> 00:07:18,100
+المقبول بالنسبة لي، قيمة مقبولة، أنا ما عنديش مشكلة
+
+106
+00:07:18,100 --> 00:07:21,200
+في قيمة الـ error الصغيرة هذه، معناه ذلك أن هذا الـ
+
+107
+00:07:21,200 --> 00:07:26,220
+term أصبح صغير جداً، يكاد يكون Zero، فمعنى ذلك أن الـ
+
+108
+00:07:26,220 --> 00:07:29,200
+W القديمة هي نفسها الجديدة، أو تكاد تكون هي نفسها
+
+109
+00:07:29,200 --> 00:07:32,860
+الجديدة، ما تغيرش عليها شيء، فهنا بنكون وصلنا، بنقول
+
+110
+00:07:32,860 --> 00:07:37,100
+وقف، خلاص، وخلصنا، فبنروح لـ step رقم اثنين اللي هي
+
+111
+00:07:37,100 --> 00:07:40,440
+كانت step رقم اثنين، الـ activation، عملية الـ شيء الـ
+
+112
+00:07:40,440 --> 00:07:44,020
+activation، فهذا الـ algorithm بكل بساطة، هتشوف مثال
+
+113
+00:07:44,020 --> 00:07:48,600
+عليه بشكل سريع، لو بدنا نعمل neural network
+
+114
+00:07:48,600 --> 00:07:52,200
+بإقلامين، لـ AND و لـ OR، لـ AND،
+
+115
+00:07:55,860 --> 00:07:59,440
+لـ AND، معناته بدنا neuron أولى، وهيكون في عندي two
+
+116
+00:07:59,440 --> 00:08:08,540
+inputs، إذا كنت بتكلم عن الـ AND، لـ two inputs، فهيكون
+
+117
+00:08:08,540 --> 00:08:16,760
+عندك X1 X2، وبدنا الـ desired output، طيب، إيش كل الـ
+
+118
+00:08:16,760 --> 00:08:22,680
+possibilities الممكنة؟ 00، 10، 01، 11.
+
+119
+00:08:23,800 --> 00:08:27,360
+هذه كل الـ possibilities الممكنة، والمفروض هنا مدام
+
+120
+00:08:27,360 --> 00:08:30,820
+أنت بتتكلم عن AND، كله Zero إلا في حالة واحد واحد،
+
+121
+00:08:30,820 --> 00:08:35,380
+هذا الـ desired، فأنا محتاج الـ desired، وهذا مقترن
+
+122
+00:08:35,380 --> 00:08:40,200
+بالـ inputs، فهي في عندي هنا input، وهنا في عندي الـ
+
+123
+00:08:40,200 --> 00:08:45,460
+output أو الـ desired output، الحقيقة، تمام، كل ما أدخل
+
+124
+00:08:45,460 --> 00:08:48,640
+صفر وصفر، هعطيه أن قيمة الـ desired output لازم
+
+125
+00:08:48,640 --> 00:08:51,360
+تكون صفر، هقوله واحد واحد، معناته الـ desired تبعها
+
+126
+00:08:51,360 --> 00:08:57,340
+واحد، واحد، وهكذا، تمام، فهي الجدول تبعنا، كويس، و
+
+127
+00:08:57,340 --> 00:09:00,360
+هنبدأ iteration by iteration، فكل iteration بعطي
+
+128
+00:09:00,360 --> 00:09:03,380
+input محدد، فالـ iteration دلوقت بعطي صفر وصفر، و
+
+129
+00:09:03,380 --> 00:09:06,600
+بقول، دير بالك هذه لازم تطلع صفر، طيب، قداش قيم الـ
+
+130
+00:09:06,600 --> 00:09:13,940
+weights؟ فهي X1 وهي X2، وهنا الـ output اللي مبدئياً
+
+131
+00:09:13,940 --> 00:09:18,960
+هيكون عبارة عن الـ desired، لازم يكون موجود عندي، هنبدأ
+
+132
+00:09:18,960 --> 00:09:23,720
+بـ W1 و W2، بدنا قيم randomly لها، هنا جالنا، خدوا هاي
+
+133
+00:09:23,720 --> 00:09:29,560
+randomly، بشكل عشوائي، هذه 0.3، بشكل عشوائي هذه minus
+
+134
+00:09:29,560 --> 00:09:36,200
+0.1، صح غلط ما بعرفش، كويس، ولكن احنا ميالين أن الصدفة
+
+135
+00:09:36,200 --> 00:09:39,860
+هتكون صعبة أنّه يطلع من أول مرة مظبوطين، صح، طيب، ضال
+
+136
+00:09:39,860 --> 00:09:43,360
+محتاج، متذكرين القوانين تبعها، محتاجين قيمة إيش؟
+
+137
+00:09:43,360 --> 00:09:48,780
+قيمة Alpha، صحيح، قيمة Alpha، وقلنا أنّه يعني في
+
+138
+00:09:48,780 --> 00:09:52,020
+الغالب الكل بيستخدمها 0.1، فاحنا هنستخدمها 0.1 في
+
+139
+00:09:52,020 --> 00:09:55,000
+شغلنا، طيب، في حاجة مهمة، في عندي حاجة اسمها threshold
+
+140
+00:09:55,000 --> 00:09:58,670
+هنا، قداش هنعمل الـ threshold برضه، ممكن
+
+141
+00:09:58,670 --> 00:10:01,650
+نبدأها بشكل randomly، لكن ما بدناش نقدر نعدّل الـوجد في
+
+142
+00:10:01,650 --> 00:10:04,350
+مرحلتنا هذه، ما بدناش نعدّل عليها كتير، فحاخدها قيمة
+
+143
+00:10:04,350 --> 00:10:09,880
+ثابتة ونضن عليها، فهقول θ تساوي 0.2، ونبدأ على بركة
+
+144
+00:10:09,880 --> 00:10:13,880
+الله، هنشوف كيف بده يتحرك الجدول معانا، فبدأنا بصفر
+
+145
+00:10:13,880 --> 00:10:17,920
+صفر، الـ desired لازم يكون صفر، فهتنضرب W1 في مين؟ في
+
+146
+00:10:17,920 --> 00:10:24,960
+X1، صفر في 0.3، plus صفر في minus 0.1، زيرو في زيرو، والـ
+
+147
+00:10:24,960 --> 00:10:28,080
+desired لازم يطلع زيرو، فالـ error زيرو، ممتاز، معناه
+
+148
+00:10:28,080 --> 00:10:31,480
+ذلك أن الـ weights الجديدة مش هتتغير، مدى ما اتغيرتش،
+
+149
+00:10:31,480 --> 00:10:35,320
+بنزلها زي ما هي في الـ iteration الثانية على أساس
+
+150
+00:10:35,320 --> 00:10:37,640
+أن هي الـ weight المعتمدة في الـ iteration الثانية، و
+
+151
+00:10:37,640 --> 00:10:41,820
+بدخل الـ input الثاني، 01، لازم يكون صفر، هتنضرب صفر
+
+152
+00:10:41,820 --> 00:10:49,920
+في 0.3، صفر، 1 في minus 0.1، صفر، كويس، صفر وصفر، صارت هنا
+
+153
+00:10:49,920 --> 00:10:55,480
+total minus 0.1، طبعاً هنطرح منها كمان theta اللي هي
+
+154
+00:10:55,480 --> 00:11:03,330
+minus 0.2، فصار minus 0.3، minus 0.3 على step function،
+
+155
+00:11:03,330 --> 00:11:09,490
+على الـ .. عفواً، على الـ step function بتاعتنا، أو
+
+156
+00:11:09,490 --> 00:11:13,210
+الـ activation function، هيكون عبارة عن إيش؟
+
+157
+00:11:13,210 --> 00:11:17,890
+بالسالب هنا، يعني قيمته Zero، الناتج الـ function،
+
+158
+00:11:17,890 --> 00:11:24,300
+ناتج الـ function Zero، تمام، مدام هنا minus الـ 0.3،
+
+159
+00:11:24,300 --> 00:11:30,260
+فقيمتها كقيمة Y لها 0، تمام، هي طلعت 0، قداش الـ
+
+160
+00:11:30,260 --> 00:11:33,780
+desired تبقى حقها 0، ممتاز، معناه ذلك أن الـ weights مش
+
+161
+00:11:33,780 --> 00:11:37,040
+هتتغير، لأن الـ error 0، فالـ error لو ضربناه في الـ X
+
+162
+00:11:37,040 --> 00:11:41,260
+الخاصة فيه، وضربناه في Alpha، برضه هتطلع 0، يعني
+
+163
+00:11:41,260 --> 00:11:46,070
+لا جمعت ولا طرحت من الـ W القديمة، فبتنزل كما هي
+
+164
+00:11:46,070 --> 00:11:49,530
+في السطر الثالث، زي ما نزلت زي ما هي، تمام، الآن دخلنا الـ
+
+165
+00:11:49,530 --> 00:11:55,210
+input اللي وراه، واحد صفر، ومقلوب صفر فواحد، مضروب
+
+166
+00:11:55,210 --> 00:12:04,590
+في 0.3، قداش؟ 0.3، طيب، Zero مضروبة في minus 0.1، plus
+
+167
+00:12:04,590 --> 00:12:10,230
+Zero، minus 0.2 اللي هي الـ theta، قداش صار كله؟ 0.1،
+
+168
+00:12:10,230 --> 00:12:17,080
+طيب
+
+223
+00:16:42,630 --> 00:16:47,690
+واحد واحد وبتأكد هل كله كان مافيش error؟ لأ، الحقيقة
+
+224
+00:16:47,690 --> 00:16:53,830
+كان في error هنا في التالتة، هنا كان في error. إذن
+
+225
+00:16:53,830 --> 00:16:57,410
+الـ iteration هادي لا يعتد بها، مضطر أفتح
+
+226
+00:16:57,410 --> 00:17:00,770
+iteration جديدة، و نرجع ندخل كل الـ data set تبعتنا.
+
+227
+00:17:00,770 --> 00:17:05,470
+كمان... كمان مرة بنبدأ و بنشوف هل الـ error صفر
+
+228
+00:17:05,470 --> 00:17:08,350
+للكل؟ لأ، مش صفر للكل، التالتة والرابعة برضه كان
+
+229
+00:17:08,350 --> 00:17:12,250
+فيهم قيم. اللي وراها برضه التالتة كان فيها مشكلة.
+
+230
+00:17:12,250 --> 00:17:18,850
+آخر واحدة لما وصلنا لـ 0.1، 0.1،  W1 تساوي W2
+
+231
+00:17:18,850 --> 00:17:25,130
+تساوي 0.1، وجدنا أنه جربت كل الـ inputs تبعتي بدون أي
+
+232
+00:17:25,130 --> 00:17:28,650
+errors، تمام؟ في الحالة دي بقى، جاف بنوقف و بنقول
+
+233
+00:17:28,650 --> 00:17:34,170
+خلصنا، دربنا الشبكة، دربنا الـ perceptron هادي أو الـ
+
+234
+00:17:34,170 --> 00:17:38,450
+neural network بشكل أساسي، فهي طريقة أو هادا مثال
+
+235
+00:17:38,450 --> 00:17:42,850
+على تعليم الـ perceptron أو عملية الـ learning أو
+
+236
+00:17:42,850 --> 00:17:47,870
+عملية الـ adaptation لمين؟ للـ weights تبعت الـ
+
+237
+00:17:47,870 --> 00:17:53,560
+perceptron. تمام؟ لأن لو جينا اتطلعنا، باعتبار أن هذه
+
+238
+00:17:53,560 --> 00:17:56,440
+X1 و X2، يعني هي two dimension، ف أنا بقدر ارسمها
+
+239
+00:17:56,440 --> 00:17:59,940
+بشكل أو بآخر، بنقدر نرسمها بهذا الشكل. فحاجة أن
+
+240
+00:17:59,940 --> 00:18:06,700
+الصفر صفر كانت صفر، الصفر واحد كانت صفر، والواحد
+
+241
+00:18:06,700 --> 00:18:12,250
+صفر كانت صفر. لما آجي ارسم الـ dimension أو عفواً، الـ
+
+242
+00:18:12,250 --> 00:18:17,270
+linear تبعي، الخط واللي عبارة عن معادلة
+
+243
+00:18:17,270 --> 00:18:20,850
+الخط، هادي معادلته إيش؟ يعني كيف ممكن أكتب معادلته؟
+
+244
+00:18:20,850 --> 00:18:23,730
+هتكون X1
+
+245
+00:18:25,210 --> 00:18:32,210
+أو 0.1 X1، ليش 0.1؟ قيمة W1 النهائية، plus 0.1 قيمة
+
+246
+00:18:32,210 --> 00:18:38,150
+W2 النهائية في X2، ناقص 0.2، من وين جاب الـ 0.2؟ قيمة
+
+247
+00:18:38,150 --> 00:18:45,510
+ثيتا، تساوي صفر، يعني تساوي صفر، كأني برسم فعلياً هذا
+
+248
+00:18:45,510 --> 00:18:51,400
+الخط، بنرسم هذا الخط بشكل أو بآخر، تمام؟ فهذه بالنسبة
+
+249
+00:18:51,400 --> 00:18:56,580
+لمين؟ للـ and أو الـ intersection، فهنلاقي أن الخط هذا
+
+250
+00:18:56,580 --> 00:19:05,040
+فصل بين كل الإحداثيات اللي ناتج تبعهم صفر، والإحداثيات
+
+251
+00:19:05,040 --> 00:19:08,540
+اللي ناتج تبعها المفروض واحد، تمام؟ ممكن ترجعوا
+
+252
+00:19:08,540 --> 00:19:13,620
+تعيدوا نفس الكلام لمين؟ للـ or، للـ or، ومش غلط إذا
+
+253
+00:19:13,620 --> 00:19:16,580
+أنتوا قاعدين في البيت، ممكن تعملوها على ملف اكسل، أو
+
+254
+00:19:16,580 --> 00:19:20,940
+معلش يعني، كلها ربع ساعة زمن تشتغلوها، كلها برضه
+
+255
+00:19:20,940 --> 00:19:24,500
+زي هيك، هتكون تلاتة أربع iterations، a box، عفواً،
+
+256
+00:19:24,500 --> 00:19:28,800
+تلاتة أربع a box، وجربوها مثلاً للـ or، فهنلاقي أن
+
+257
+00:19:28,800 --> 00:19:31,780
+الناتج النهائي هيطلع بهذا الشكل، خط بهذا الشكل،
+
+258
+00:19:31,780 --> 00:19:36,160
+هيفصل الحالة الوحيدة اللي تطلع لصفر، مع التلات حالات
+
+259
+00:19:36,160 --> 00:19:42,920
+اللي هتطلع واحد. السؤال: ماذا عن الـ Xor؟ ماذا عن الـ
+
+260
+00:19:42,920 --> 00:19:49,440
+XOR؟ الحقيقة، خط واحد، one perceptron، لا يكفي. اللي
+
+261
+00:19:49,440 --> 00:19:52,700
+إحنا شايفينه، خط Perceptron مش هيكفي، ليش؟ لأن
+
+262
+00:19:52,700 --> 00:19:56,980
+أنتوا في عندكم هنا حالتين، الـ output تبعهم واحد، و
+
+263
+00:19:56,980 --> 00:19:59,900
+حالتين، الـ output تبعهم صفر. إذا تشابهت الـ inputs
+
+264
+00:19:59,900 --> 00:20:03,980
+فهي صفر، وإذا اختلفت فهي واحد، أكيد كلكم عارفين
+
+265
+00:20:03,980 --> 00:20:09,000
+هذا الكلام. الآن، أي خط بتقدروا ترسموه على الـ plane
+
+266
+00:20:09,000 --> 00:20:12,860
+هذا على X1 و X2، ولا يمكن يفصلوا الـ two categories
+
+267
+00:20:12,860 --> 00:20:17,260
+مع بعض. ليش؟ لأن هذا وهذا category، المفروض بدي أقول
+
+268
+00:20:17,260 --> 00:20:21,420
+مثلاً a1، وهذا مع هذا category، بدي أسميهم اتنين.
+
+269
+00:20:21,420 --> 00:20:27,500
+عطيني خط بفصل الاتنين عن بعض، a1 عن a2، مش هنلاقي
+
+270
+00:20:27,500 --> 00:20:33,860
+مش هنوجد. فإذاً، الـ perceptron مناسبة للتطبيقات الـ
+
+271
+00:20:33,860 --> 00:20:38,490
+linear، okay؟ لكن حالة زي هذه بقدر أقول عنها
+
+272
+00:20:38,490 --> 00:20:41,730
+nonlinear، رغم أنه أنا محتاج خطوط، خطين، أكتر من خط.
+
+273
+00:20:41,730 --> 00:20:46,490
+ما دام خطين، صارت أكتر من الـ linear واحد، فهنأخذنا
+
+274
+00:20:46,490 --> 00:20:49,710
+لموضوع تاني، أنه خلينا نتكلم عن الـ multilayer
+
+275
+00:20:49,710 --> 00:20:55,090
+neural network، فالـ multilayer عملت لنا حل لهذا
+
+276
+00:20:55,090 --> 00:20:59,610
+الموضوع. لكن عشان نوصل للحل تبعت هذا الموضوع، معناته
+
+277
+00:20:59,610 --> 00:21:02,290
+بدنا نفهم الأول إيش يعني الـ multilayer، بدنا نفهم
+
+278
+00:21:02,290 --> 00:21:05,830
+هذا الموضوع إيش هو؟ موضوع الـ multilayer، ببساطة هي
+
+279
+00:21:05,830 --> 00:21:09,660
+عبارة عن input layer، مش مشكلة، هي input layer، و
+
+280
+00:21:09,660 --> 00:21:12,420
+output layer، برضه، هذا الناتج، الـ output layer
+
+281
+00:21:12,420 --> 00:21:15,060
+النهائي. هنا كنا نستخدم one perceptron، هي الـ output
+
+282
+00:21:15,060 --> 00:21:18,300
+وخلاص، هي الـ output، وبناخدله input وانتهى الناتج
+
+283
+00:21:18,300 --> 00:21:21,820
+تبع الـ neuron هذه هو النهائي، خلصنا. لكن الآن بنحط
+
+284
+00:21:21,820 --> 00:21:28,590
+بين الـ input و الـ output، بنحط hidden layers، الـ
+
+285
+00:21:28,590 --> 00:21:32,990
+hidden layers هذه، ببساطة هي مجموعة من الـ neurons
+
+286
+00:21:32,990 --> 00:21:36,790
+اللي بعد المستقبلات تبعتنا، يعني لما بتتكلم عن
+
+287
+00:21:36,790 --> 00:21:42,850
+العين، كل ما بعد العصب البصري، هي hidden layers
+
+288
+00:21:42,850 --> 00:21:47,550
+صارت، العصب البصري هو اللي بيحول الصورة لإشارة،
+
+289
+00:21:47,550 --> 00:21:51,810
+رقم، إشارة كهربائية، بتبدأ تنتقل في الـ hidden
+
+290
+00:21:51,810 --> 00:21:56,190
+layers، عددهم طبعاً بالملايين، زي ما وقفنا المرة
+
+291
+00:21:56,190 --> 00:21:59,490
+اللي فاتت، أخذنا الأرقام، أعداد بتكون بالملايين،
+
+292
+00:21:59,490 --> 00:22:03,610
+ولكن كيف ممكن أعمل model لهذا الكلام؟ فعلى الأقل،
+
+293
+00:22:03,610 --> 00:22:07,690
+بده يكون في عندي one middle أو hidden layer، بدنا
+
+294
+00:22:07,690 --> 00:22:11,930
+يكون فيه طبقة في النص، أو أكثر، أو أكثر، بدها تكون
+
+295
+00:22:11,930 --> 00:22:15,710
+hidden between them، فبتكون كتالي، هيكون الـ input
+
+296
+00:22:15,710 --> 00:22:19,590
+هنا موجود، هادي مجموعة الـ inputs، هذه الـ layer
+
+297
+00:22:19,590 --> 00:22:24,530
+نسميها input، رغم أنها فعلياً أخذوها كمستقلة، بتعطي
+
+298
+00:22:24,530 --> 00:22:27,490
+لمجموعة الـ inputs كاملة، هذه المجموعة الـ inputs
+
+299
+00:22:27,490 --> 00:22:31,490
+هتتوزع على hidden layer، first hidden layer،
+
+300
+00:22:31,630 --> 00:22:34,010
+second hidden layer، third hidden layer، قد ما يكون
+
+301
+00:22:34,010 --> 00:22:36,750
+يكون. طيب، مش نتكلم الآن في الوقت الحالي، الناس
+
+302
+00:22:36,750 --> 00:22:40,490
+بتتكلموا عن الـ deep learning، بتكون عددهم كتير أكبر
+
+303
+00:22:40,490 --> 00:22:44,680
+من هي، الحقيقة، بتعتمد على التطبيق نفسه، بتعتمد على
+
+304
+00:22:44,680 --> 00:22:48,100
+التطبيق. وجدش أنا ممكن أعمل conversions للـ
+
+305
+00:22:48,100 --> 00:22:51,100
+problem اللي أنا بدي أحلها، كل ما كانت complex، more
+
+306
+00:22:51,100 --> 00:22:54,220
+complicated problem أو system اللي بدي أحله، معناته
+
+307
+00:22:54,220 --> 00:22:56,180
+ذلك أنهم محتاجين layers أكتر، لأنه عدد الـ
+
+308
+00:22:56,180 --> 00:22:59,380
+connections و عدد الـ nodes هي أحد الـ parameters
+
+309
+00:22:59,380 --> 00:23:03,540
+اللي بتعتمد على الـ non linearity، فالـ non linearity
+
+310
+00:23:03,540 --> 00:23:09,240
+بتعتمد جدش عندي neurons داخل الشبكة. الموديل اللي
+
+311
+00:23:09,240 --> 00:23:12,220
+قدامي فيه اتنين hidden layers، first hidden layer
+
+312
+00:23:12,220 --> 00:23:14,600
+and second hidden layer، بعدين بيروح للـ layer
+
+313
+00:23:14,600 --> 00:23:16,680
+النهائية، الـ output، اللي هاخد مباشرة منها الـ
+
+314
+00:23:16,680 --> 00:23:19,300
+output. ما دام هاخد مباشرة منها الـ output، معناته
+
+315
+00:23:19,300 --> 00:23:22,360
+أنا قادر أقول إيش لازم يكون الـ output تبعها، ما دام
+
+316
+00:23:22,360 --> 00:23:25,930
+قادر أقول الـ output تبعها، فهي مش hidden، لكن الـ
+
+317
+00:23:25,930 --> 00:23:30,050
+first و الـ second أنا مش عارف إيش لازم يكونوا، إيش
+
+318
+00:23:30,050 --> 00:23:32,950
+لازم يكونوا، معناته هي خارج الـ supervision اللي
+
+319
+00:23:32,950 --> 00:23:36,530
+أنا بحكي عنها، الـ supervision اللي بحكي عنها اللي
+
+320
+00:23:36,530 --> 00:23:39,550
+هي كلها تحت السيطرة، supervised learning، لأ، هدول
+
+321
+00:23:39,550 --> 00:23:42,990
+أنا مش عارف بالظبط جداش، فلما بدي أعدل قيمهم،
+
+322
+00:23:42,990 --> 00:23:46,000
+بعرفش هم قيمهم إيش لازم يكونوا. الوحيد اللي معلوم عندي
+
+323
+00:23:46,000 --> 00:23:49,900
+هو النهائي فقط، النهائي أو الـ output فقط، وعشان هيك
+
+324
+00:23:49,900 --> 00:23:53,260
+الـ hidden هذه بتخفي الـ desired output تبعها، عشان
+
+325
+00:23:53,260 --> 00:23:58,000
+هيك اسمها hidden، فهي ليش هي hidden؟ لهذا السبب، لهذا
+
+326
+00:23:58,000 --> 00:24:02,100
+السبب، فأنا ما بقدرش يعني أراقب بالظبط إيش الـ input
+
+327
+00:24:02,100 --> 00:24:06,080
+والـ output تبعونها وأقيمهم هم صح أو خطأ، ما بقدر
+
+328
+00:24:06,080 --> 00:24:09,260
+أعمل هذا الكلام، فـ behavior للشبكة، الـ input output
+
+329
+00:24:09,260 --> 00:24:14,160
+behavior فقط للـ input layer و output layer بس، الـ
+
+330
+00:24:14,160 --> 00:24:18,280
+hidden، ما بقدرش، نقدرش نعمل لهم إشي. طيب، في معظم الـ
+
+331
+00:24:18,280 --> 00:24:21,100
+commercial artificial neural network، هم عادة بيكون
+
+332
+00:24:21,100 --> 00:24:26,680
+في عنده، في الغالب، three أو four layers، اللي هم
+
+333
+00:24:26,680 --> 00:24:30,180
+التجارية هذه، اللي معظمها تجارية، بتكونش لا
+
+334
+00:24:30,180 --> 00:24:33,020
+complicated systems، في الغالب بتكون عبارة عن
+
+335
+00:24:33,020 --> 00:24:35,780
+neural network تجارية، فبتكون layer أو اتنين.
+
+336
+00:24:35,780 --> 00:24:39,260
+البرامج اللي دي بتلاقوها جاهزة كـ models، وبتنزلوها.
+
+337
+00:24:39,260 --> 00:24:42,520
+أحياناً عندكوا كـ tools جاهزة على الـ python، على الـ
+
+338
+00:24:42,520 --> 00:24:46,520
+neural network، على الـ MATLAB، بتكون في الغالب
+
+339
+00:24:46,520 --> 00:24:50,900
+الـ three أو four layers، بحيث أنه بيكون فيها one
+
+340
+00:24:50,900 --> 00:24:57,240
+or two hidden layers، كويس؟ فكل layer يعني بتختلف، هذا
+
+341
+00:24:57,240 --> 00:24:59,060
+بالنسبة لي، الـ commercial اللي موجودة فعلاً في السوق
+
+342
+00:24:59,060 --> 00:25:02,240
+من عشرة لألف neurons في كل layer، من عشرة يعني
+
+343
+00:25:02,240 --> 00:25:05,500
+between them، بينهم، هيك. بالنسبة لي، الـ experimental
+
+344
+00:25:05,500 --> 00:25:08,420
+neural networks، لأ، ممكن اللي هو التجريبي اللي ممكن
+
+345
+00:25:08,420 --> 00:25:12,800
+أعمله code، أحاول أحل فيه مشاكل محددة، هي مش مبنية
+
+346
+00:25:12,800 --> 00:25:18,080
+commercial للبيع، ممكن ألٌّصل لخمسة أو ستة layers، و
+
+347
+00:25:18,080 --> 00:25:22,880
+أصل لملايين الخلايا، أو millions of neurons، تمام؟
+
+348
+00:25:23,570 --> 00:25:27,710
+كيف بدي أدرب الـ hidden layer اللي أنا مش عارف إيش
+
+349
+00:25:27,710 --> 00:25:29,790
+لازم يكون الـ output تبعها؟ كيف بدي أدرب يعني؟ كيف
+
+350
+00:25:29,790 --> 00:25:32,470
+بدي أعرف جداش قيمة الـ error؟ لأن قيمة الـ error زي
+
+351
+00:25:32,470 --> 00:25:36,270
+ما شفنا توي في الـ perceptron، هي اللي خلتنا نحدد
+
+352
+00:25:36,270 --> 00:25:40,570
+جداش القيم تبع الـ delta W، القيمة اللي أنا محتاج
+
+353
+00:25:40,570 --> 00:25:45,530
+أعدل فيها، قيمة W. إذا أنا مش عارف أصلاً الـ error
+
+354
+00:25:45,530 --> 00:25:48,250
+جداش، ليش مش عارف الـ error جداش؟ لأن مش عارف الـ
+
+355
+00:25:48,250 --> 00:25:53,150
+desired جداش، فلذلك هيكون فيه شوية صعوبة. طيب،
+
+356
+00:25:53,150 --> 00:25:56,510
+الصعوبة هذه، الحقيقة، طولت قبل ما يحلوها، حلوها
+
+357
+00:25:56,510 --> 00:26:03,790
+تقريباً، نظرياً، في الـ 86-87، 1986-87، بدأوا يحلوها
+
+358
+00:26:03,790 --> 00:26:06,670
+ولجأوا لـ algorithm معين، وكان اسمها الـ back
+
+359
+00:26:06,670 --> 00:26:11,730
+propagation algorithm، ويعني في كتير، يعني بعضهم
+
+360
+00:26:11,730 --> 00:26:15,030
+بيحبو يسموها الـ back propagation neural network،
+
+361
+00:26:15,030 --> 00:26:18,710
+مع أنه هي فعلياً هي multilayer forward neural
+
+362
+00:26:18,710 --> 00:26:21,750
+network، الحقيقة. لكن الـ back propagation هي عملية لـ
+
+363
+00:26:21,750 --> 00:26:24,630
+training نفسها، عملية لـ training نفسها، واللي
+
+364
+00:26:24,630 --> 00:26:27,570
+هنشوفها كتالي، برضه هتعتمد على الـ error، لكن أنه
+
+365
+00:26:27,570 --> 00:26:31,470
+error فقط، الـ error بتاع الـ output، إحنا ما عندنا إلا
+
+366
+00:26:31,470 --> 00:26:36,990
+ناتج الـ output patterns، النموذج النهائي، لأكثر ولا
+
+367
+00:26:36,990 --> 00:26:41,030
+أقل، هو اللي بقدر أحسبه قيمة الـ error. بمعنى آخر،
+
+368
+00:26:41,030 --> 00:26:44,010
+هي الفرق بين الـ actual و الـ desired output
+
+369
+00:26:44,010 --> 00:26:48,150
+patterns للـ output layer فقط. هذه بدنا إياها، رسمالنا
+
+370
+00:26:48,150 --> 00:26:52,550
+زي ما بيقولوا، هي رسمالنا اللي بدنا نحاول نعدل كل
+
+371
+00:26:52,550 --> 00:26:56,390
+الأوزان من خلالها، بدنا من خلالها نعدل جميع الأوزان،
+
+372
+00:26:56,390 --> 00:27:01,250
+سواء الـ weights اللي ملاصقة للـ output، أو اللي
+
+373
+00:27:01,250 --> 00:27:09,640
+بعيدة عن الـ output.  كتالي، أول شغلة فكرنا فيها أنه
+
+374
+00:27:09,640 --> 00:27:15,840
+نشتغل two phases، أو نشتغل مرحلتين. المرحلة الأولى
+
+375
+00:27:15,840 --> 00:27:19,100
+هنقول عليها اسمها training، فالـ first هي الـ
+
+376
+00:27:19,100 --> 00:27:23,160
+training input patterns، واللي بتكون عبارة عن أنه
+
+377
+00:27:23,160 --> 00:27:27,240
+بندخل الـ input للـ input layer، وبنخليه يمشي
+
+378
+00:27:27,240 --> 00:27:31,280
+forward propagation، بيمشي للـ layer الـ hidden الأولى،
+
+379
+00:27:31,280 --> 00:27:34,820
+للـ hidden التانية، ثم للـ output، عشان أجيب الـ
+
+380
+00:27:34,820 --> 00:27:39,980
+output، كويس؟ هذه من خلال الـ error اللي بنجيبه، بدي
+
+381
+00:27:39,980 --> 00:27:43,460
+أحاول أعدل مجموعة الـ weights كلها. دي لسه phase
+
+382
+00:27:43,460 --> 00:27:47,200
+واحدة، الـ phase الأولى، بنحاول نعدل القيم، لما
+
+383
+00:27:47,200 --> 00:27:50,520
+أقول إن آهيك صارت مستقرة وكويسة وجيدة، بنقول خلاص
+
+384
+00:27:50,520 --> 00:27:54,340
+stop، اتدربت يا جماعة، الـ neural network، أو الـ back
+
+385
+00:27:54,340 --> 00:27:56,580
+propagation، الـ back propagation دربت لنا الـ
+
+386
+00:27:56,580 --> 00:28:00,300
+forward propagation، أو multilayer propagation.
+
+387
+00:28:01,890 --> 00:28:05,250
+المرحلة التانية بدي أعمل لها test، فمرحلة أخرى
+
+388
+00:28:05,250 --> 00:28:09,070
+بدنا نعمل لها عملية الـ test هذه، عشان نشوف أنا
+
+389
+00:28:09,070 --> 00:28:12,890
+صحّ، غلط، ففي مرحلة الـ test، بنشوف الـ
+
+390
+00:28:12,890 --> 00:28:16,
+
+445
+00:31:38,960 --> 00:31:42,420
+input وخليني
+
+446
+00:31:42,420 --> 00:31:48,280
+أفترض هنا الـ hidden، ونفترض هاي الـ output، وبدناش
+
+447
+00:31:48,280 --> 00:31:55,900
+نكثر عددهم عشان إيش نكون قادرين نرسم جميعا
+
+448
+00:31:55,900 --> 00:32:03,880
+تمام، هفترض
+
+449
+00:32:03,880 --> 00:32:08,800
+هاي شبكة كاملة، وهنا الـ output النهائي تبعنا
+
+450
+00:32:13,430 --> 00:32:15,990
+مبدأيًا في عندي مجموعة weights، هنا الـ weights هذه
+
+451
+00:32:15,990 --> 00:32:24,510
+بدنا نشوف لحل طبعًا هذه I من 1 to N، هنفترضها، وهذه
+
+452
+00:32:24,510 --> 00:32:29,830
+هنفترضهم J، وهذه هنفترضهم K كبيرة (capital K)
+
+453
+00:32:34,780 --> 00:32:37,700
+كل الـ weights اللي عندي هنا، واللي هي تمثل قد إيش؟ 4
+
+454
+00:32:37,700 --> 00:32:41,940
+في 3، ففي عندي 12 weight موجودين هنا، وفي عندي 6
+
+455
+00:32:41,940 --> 00:32:48,220
+هنا هي عندي 18 W، كل الـ W هدول randomly، بشكل random
+
+456
+00:32:48,220 --> 00:32:53,280
+نحسبهم، إيش يعني شكل random؟ بمعنى هتكون عبارة عن الـ
+
+457
+00:32:53,280 --> 00:32:56,420
+minus، احنا كنا سابقًا في الـ perceptron لأنه كانوا
+
+458
+00:32:56,420 --> 00:32:59,780
+اتنين، أنا مفترض أن الـ output تبعي اتنين، ومفترض
+
+459
+00:32:59,780 --> 00:33:03,860
+أن الـ neuron واحدة بشتغل، فكانت من سالب نص لنص، هنا
+
+460
+00:33:03,860 --> 00:33:11,540
+من سالب 2.4/fi إلى  positive 2.4/fi، ماهي الـ
+
+461
+00:33:11,540 --> 00:33:17,540
+fi هذه؟ هذه مجموعة عدد الـ inputs، neuron عدد الـ
+
+462
+00:33:17,540 --> 00:33:21,950
+inputs neuron اللي هنا، واحدة، اتنين، تلاتة، أربعة (1 2 3 4)
+
+463
+00:33:21,950 --> 00:33:30,630
+(1 2 3 4)، هدول هيكون كأنه صار 2.4/4 إلى 2.4
+
+464
+00:33:30,630 --> 00:33:35,400
+على 4، قيمة أقل من النص، حتى قيمة أكبر من نصف، ولكن
+
+465
+00:33:35,400 --> 00:33:39,020
+أقل من واحد، ولكن إيش؟ أقل بتظل من واحد، فهنا عملية
+
+466
+00:33:39,020 --> 00:33:43,180
+الـ randomization لمرحلة الـ back propagation
+
+467
+00:33:43,180 --> 00:33:47,840
+training algorithm، مبدأيًا خلصنا من وضع هذه القيم
+
+468
+00:33:47,840 --> 00:33:50,680
+للـ weights، المرحلة الثانية هي مرحلة الـ activation
+
+469
+00:33:50,680 --> 00:33:53,720
+خلاص صار عندي مجموعة weights موجودين هنا وموجودين
+
+470
+00:33:53,720 --> 00:33:56,800
+هنا، ولها قيم، والقيم هذه مش مضرورة يكونوا صح
+
+471
+00:33:56,800 --> 00:34:01,660
+مبدأيًا بدخل، ببدأ أدخل الـ inputs، بندخل الـ input الأول
+
+472
+00:34:01,660 --> 00:34:04,440
+واللي أنا عارف أنه إيش الـ output تبعه لازم يطلع
+
+473
+00:34:04,440 --> 00:34:09,080
+... لازم يطلع إيش الـ output تبعه؟ لازم يطلع مثلًا 01
+
+474
+00:34:11,290 --> 00:34:13,490
+لأن هنا ممكن يكون أكثر من الـ neuron في الـ output
+
+475
+00:34:13,490 --> 00:34:16,230
+ممكن في الـ output يكون أكثر من الـ neuron، فبنعمل
+
+476
+00:34:16,230 --> 00:34:19,810
+لها عملية تقسيم، لو أنا مثلًا بدي أفترض، بدي أميز
+
+477
+00:34:19,810 --> 00:34:23,530
+صورة محمد وعمر، زي ما قلنا في محاضرتنا السابقة
+
+478
+00:34:23,530 --> 00:34:27,390
+محمد وعمر، فمحمد ممكن أعطيله 01، وعمر ممكن أعطيله
+
+479
+00:34:27,390 --> 00:34:30,770
+10، فكأنه الـ neuron هذه خاصة بعمر، والـ neuron هذه
+
+480
+00:34:30,770 --> 00:34:34,700
+خاصة بمحمد مثلًا (for example)، يعني الها طرق كتيرة كيف
+
+481
+00:34:34,700 --> 00:34:38,360
+عملية الـ representation للـ output هذه، لكن احنا
+
+482
+00:34:38,360 --> 00:34:44,300
+مفترضين أن كل input له الـ output القرين تبعه، تمام
+
+483
+00:34:44,300 --> 00:34:48,240
+فهيدخل، نضرب الـ input في الـ weights الأولى
+
+484
+00:34:48,240 --> 00:34:51,620
+عشان نطلع قيم الـ hidden layers، قيم الـ hidden
+
+485
+00:34:51,620 --> 00:34:55,060
+layers اللي هنا، هنضربها في الـ weights الثانية، في الـ
+
+486
+00:34:55,060 --> 00:34:59,420
+weight الثانية هنا، نقسم الـ matrix بتاعت الـ weight
+
+487
+00:34:59,420 --> 00:35:02,540
+اللي هنا، عشان تطلع لي الـ output، الـ output هذا اللي هو
+
+488
+00:35:02,540 --> 00:35:06,820
+الـ actual output، إيش بدنا نعمل فيه؟ بدنا نقارنه
+
+489
+00:35:06,820 --> 00:35:10,640
+بالـ ... الـ ... الـ ... الـ ... الـ desired عشان نحصل على
+
+490
+00:35:10,640 --> 00:35:15,140
+error، عشان نحصل على قيمة الـ error، فهي اللي هيصير
+
+491
+00:35:15,140 --> 00:35:19,360
+فعليًا YJ، فأنا بحسب من الـ hidden layer، يعني الـ
+
+492
+00:35:19,360 --> 00:35:22,790
+output تبع الـ hidden layer J في الـ iteration
+
+493
+00:35:22,790 --> 00:35:24,950
+الأولى، الثانية، الخامسة، المهم في نفس الـ iteration
+
+494
+00:35:24,950 --> 00:35:31,390
+بتساوي sigmoid، وهذه بدنا نأخذ بالنا منها، هذه الـ
+
+495
+00:35:31,390 --> 00:35:38,250
+sigmoid، الـ sigmoid الحقيقة بتتحرك بهذا الشكل، فإذا
+
+496
+00:35:38,250 --> 00:35:44,130
+من صفر لواحد، ولكن smoothly، بشكل smoothly بحيث أن
+
+497
+00:35:44,130 --> 00:35:49,330
+هي عند الـ zero بالظبط قيمتها نص، قيمتها نص، تمام
+
+498
+00:35:49,330 --> 00:35:53,560
+جدا، أخذناها سابقًا في المحاضرة السابقة، واتكلمنا
+
+499
+00:35:53,560 --> 00:35:56,820
+عنها، الآن دي إيش بتساوي؟ أكيد طبيعي جدًا، هتساوي
+
+500
+00:35:56,820 --> 00:36:01,480
+مين؟ هتساوي مجموع الـ input الأول X1 في الـ W تبعته
+
+501
+00:36:01,480 --> 00:36:06,400
+ونأخذ بالنا من شغلها، لما قلنا J، معناته أن Y ده
+
+502
+00:36:06,400 --> 00:36:12,220
+ممكن تكون واحد، اتنين، تلاتة، أربعة (capital J)
+
+503
+00:36:12,220 --> 00:36:15,540
+كويس، فإذا لما تكون واحد، كأن أنا بحسب لـ هذا
+
+504
+00:36:15,540 --> 00:36:19,470
+للـ neuron، نحسب للـ neuron هذه، طب هنشوف للـ neuron هذه
+
+505
+00:36:19,470 --> 00:36:23,590
+لحالها، على اعتبار أنه صارت Y واحد، لأن قيمة الـ J
+
+506
+00:36:23,590 --> 00:36:30,550
+بتساوي واحد، هي عبارة عن X واحد في الـ W بتاعتها، X
+
+507
+00:36:30,550 --> 00:36:35,890
+اتنين زي X اتنين في الـ W تاعتها، X تلاتة في الـ W
+
+508
+00:36:35,890 --> 00:36:43,610
+تاعتها، X أربعة في الـ W تاعتها، فجد إيش عددهم؟ N، عددهم N،
+
+509
+00:36:43,610 --> 00:36:49,950
+كويس، فهي XI، وI من واحد to N، كويس، كل واحدة
+
+510
+00:36:49,950 --> 00:36:53,090
+مضروبة في، في الـ W بتاعتها، مدام أنا حسبت لـ Y
+
+511
+00:36:53,090 --> 00:36:57,670
+واحد، فإذا الـ J هنا واحد دائمًا، خلاص، بتصير عندي
+
+512
+00:36:57,670 --> 00:37:05,370
+Y، عفوًا، الـ I واحد، فإذا X واحد، مضروبة في W واحد
+
+513
+00:37:05,370 --> 00:37:13,720
+واحد، زائد X2 مضروبة في W2 واحد، X3 مضروبة في W3 واحد،
+
+514
+00:37:13,720 --> 00:37:18,280
+and so on، كويس، كلهم المجموع كامل على بعضه، ما ننساش
+
+515
+00:37:18,280 --> 00:37:22,880
+الـ threshold بتاعة مين؟ بتاعة J، وهو اللي قلنا واحد
+
+516
+00:37:22,880 --> 00:37:30,050
+معناه ذلك أن هذه فيها الها فيها، خاصية فيها، اللي هي θ
+
+517
+00:37:30,050 --> 00:37:34,450
+واحد، هذه إليها θ خاصة فيها، θ اتنين، وهذه إليها θ
+
+518
+00:37:34,450 --> 00:37:40,390
+خاصة فيها، اللي هي θJ، capital J، هذه نفس الكلام،
+
+519
+00:37:40,390 --> 00:37:43,470
+في إليها θ الخاصة فيها، واحد، وهذه في إليها θ خاصة
+
+520
+00:37:43,470 --> 00:37:48,610
+فيها، لأن كل واحدة منهم عبارة عن perceptron واحد،
+
+521
+00:37:48,610 --> 00:37:51,150
+لكن احنا عطيناهم multi-perceptrons، مش أكثر من
+
+522
+00:37:51,150 --> 00:37:53,650
+هيك، بس كل perceptron هو نفس الخلية السابقة اللي
+
+523
+00:37:53,650 --> 00:37:57,100
+حكينا عنها سابقًا، نفس الـ model اللي حكينا عنه
+
+524
+00:37:57,100 --> 00:38:00,620
+سابقا، مجرد أن احنا بس عملنا accumulation منه،
+
+525
+00:38:00,620 --> 00:38:04,200
+عملنا تجميع منه، مش أكثر، تمام، هيك احنا حسبنا
+
+526
+00:38:04,200 --> 00:38:09,220
+لمين؟ لـ Y واحد، بعد ما خلصنا بنحسب لـ Y اتنين، لـ
+
+527
+00:38:09,220 --> 00:38:13,140
+Y تلاتة، لـ Y capital J، بنكون خلصنا الـ layer هذه،
+
+528
+00:38:13,140 --> 00:38:16,380
+حسبنا قيمهم، بناخذ بالنا أن الناتج النهائي للـ
+
+529
+00:38:16,380 --> 00:38:18,860
+summation، بدنا نوديه، ناخذه على الـ sigmoid، جد إيش
+
+530
+00:38:18,860 --> 00:38:22,820
+قيمته، بدنا نحطه على الـ sigmoid، قيمته مثلًا،
+
+531
+00:38:24,720 --> 00:38:27,240
+positive، بدنا نيجي عند قيمة الـ positive هذه، و
+
+532
+00:38:27,240 --> 00:38:31,240
+نطلع ونشوف جد إيش قيمة الـ output كـ Y لها، فبتطلع
+
+533
+00:38:31,240 --> 00:38:33,980
+قيمة، واحنا عارفين أن هنا هي هتكون محصورة بين
+
+534
+00:38:33,980 --> 00:38:40,120
+الصفر والواحد، بس smoothly، بمعنى يمكن لقيمة جدًا
+
+535
+00:38:40,120 --> 00:38:42,920
+كبيرة في الـ positive عبر ما تصل لقيمة الواحد
+
+536
+00:38:42,920 --> 00:38:47,140
+الصحيح، الحقيقة، ولكن بتكون قريبة من الواحد، تمام،
+
+537
+00:38:47,140 --> 00:38:50,500
+هذه، خلصنا الـ layer الأولى، الآن بعد ما حسبنا الـ
+
+538
+00:38:50,500 --> 00:38:54,520
+input، الـ outputs هنا، الـ output اللي طلع هنا صار
+
+539
+00:38:54,520 --> 00:38:58,600
+كأنه input للجانب الآخر، كأنه هذا الـ input للـ
+
+540
+00:38:58,600 --> 00:39:05,900
+output، صحيح؟ أكيد، هذا هنا كأنها قيمة لهذه، فأصبحت
+
+541
+00:39:05,900 --> 00:39:10,300
+بالنسبة لي كأنها الـ except اللي هنا، ولكن الـ except
+
+542
+00:39:10,300 --> 00:39:16,540
+تبعه هنا صارت من 1 لـ xj، كبيرة (capital J)، وتعرف بالمتغير
+
+543
+00:39:16,540 --> 00:39:25,120
+small j، فأصبحت YK، ناتج النهائي K للـ output للنهائي
+
+544
+00:39:25,120 --> 00:39:32,880
+كويس، سيجمويد برضه لمن؟ للـ summation، هي XIK
+
+545
+00:39:32,880 --> 00:39:39,420
+XIK هذه اللي هي تحت الـ hidden layer بالظبط، فهذه هي
+
+546
+00:39:39,420 --> 00:39:44,650
+الـ hidden layer مضروبة في الـ W بين الـ J والـ K، الـ
+
+547
+00:39:44,650 --> 00:39:50,150
+J والـ K، فأنا بتكلم عن الـ hidden nodes، هدول الـ
+
+548
+00:39:50,150 --> 00:39:54,070
+weights، هدول الـ weights تبع الـ output layer برضه
+
+549
+00:39:54,070 --> 00:40:04,110
+نفس الكلام، هقول هنا K، افترض واحد، فهدا تساوي من واحد
+
+550
+00:40:04,110 --> 00:40:08,470
+to M، على اعتبار أنه بدل الـ capital J خلينا نقول أن
+
+551
+00:40:08,470 --> 00:40:18,750
+هي to M، فإذا X واحد، ومين؟ و1 هيها الـ X اللي طلعت
+
+552
+00:40:18,750 --> 00:40:30,650
+هنا، X1 مضروبة في W11، طيب plus X2 هنا، هذه 2 في
+
+553
+00:40:30,650 --> 00:40:39,070
+مين؟ في 1، لنفس الـ output الأول، فـ W21، W31، W41،
+
+554
+00:40:39,070 --> 00:40:44,410
+لحتى WM1، كل هذا لمين؟ لأول الـ neuron في الـ output
+
+555
+00:40:44,410 --> 00:40:47,730
+تجميع، كله تجميع، زي ما عملنا تجميع هنا، بنعمل
+
+556
+00:40:47,730 --> 00:40:50,750
+تجميع هنا، عشان في الآخر يعطيني مجموع الـ summation
+
+557
+00:40:50,750 --> 00:40:55,690
+أجمعه مع θ1 اللي خاصة بالـ neuron اللي أنا عندها،
+
+558
+00:40:55,690 --> 00:41:02,280
+اللي هي K بتساوي 1، جمعناها أو طرحناها، أو جمعناها
+
+559
+00:41:02,280 --> 00:41:05,480
+بالإشارة السالبة بتاعتها، مش مشكلة، فكل الـ summation
+
+560
+00:41:05,480 --> 00:41:08,380
+هذا بنوديه لمين؟ للـ sigmoid، جد إيش طلع الـ summation
+
+561
+00:41:08,380 --> 00:41:11,940
+بطبق عليه الـ function بتاعت الـ sigmoid عشان يطلع
+
+562
+00:41:11,940 --> 00:41:15,300
+ليه قيمة، هنا القيمة اللي طلعت هنا عبارة عن الـ Y
+
+563
+00:41:15,300 --> 00:41:20,930
+actual، اللي نقارنها بالـ Y desired لاحقًا، هنعيد نفس
+
+564
+00:41:20,930 --> 00:41:26,830
+الكلام لمن؟ لـ K2، K3، K4، K5، لكل الـ K أو
+
+565
+00:41:26,830 --> 00:41:29,970
+الـ outputs المطلوبين، فبنكون هيك عملنا activation
+
+566
+00:41:29,970 --> 00:41:36,260
+من الـ input للـ output through الـ hidden، من خلال
+
+567
+00:41:36,260 --> 00:41:40,860
+الـ hidden، تمام، خلصنا الآن عملية الـ weights، كيف
+
+568
+00:41:40,860 --> 00:41:44,420
+بدي أعدل مجموعة الـ weights، وهذه أهم ما في الموضوع
+
+569
+00:41:44,420 --> 00:41:49,680
+الحقيقة، أهم شغلة هي هذه القصة، كيف ممكن نعدلها؟
+
+570
+00:41:49,680 --> 00:41:54,960
+هنعدلها، ونأخذ بالنا من نقطة جدًا مهمة الآن، ننظف هذه
+
+571
+00:41:54,960 --> 00:42:02,140
+قدامنا هكذا، عشان نتكلم عن النقطة المهمة، ونرجع نعيد
+
+572
+00:42:02,140 --> 00:42:09,760
+الرسمة على جنب، بس الشبكة الأخيرة هذه، تمام
+
+573
+00:42:09,760 --> 00:42:17,580
+والـ node إذا أنتم متذكرين، نرجعها لوضعها الأصلي في
+
+574
+00:42:17,580 --> 00:42:20,260
+الـ perceptron، الـ node كانت عبارة عن إيش؟ كانت
+
+575
+00:42:20,260 --> 00:42:25,320
+عبارة عن summation، مظبوط، مرحلة أولى، وبعدين الـ
+
+576
+00:42:25,320 --> 00:42:29,870
+activation function اللي احنا مستخدمينه sigmoid، مش
+
+577
+00:42:29,870 --> 00:42:32,870
+هيك، مش احنا اخذنا sigmoid، sigmoid، تمام، هاي الـ
+
+578
+00:42:32,870 --> 00:42:37,290
+function بتاعتنا، ففعليًا الـ node هيك عبارة عن
+
+579
+00:42:37,290 --> 00:42:40,470
+summation، ثم بعدها عملية الـ activation function
+
+580
+00:42:40,470 --> 00:42:43,050
+اللي هي الـ sigmoid، تمام، الـ error اللي قاعد ينحسب
+
+581
+00:42:43,050 --> 00:42:53,730
+بعد الـ sigmoid، الـ error حسب بعد الـ sigmoid، ففعليًا
+
+582
+00:42:53,730 --> 00:42:57,950
+الـ error هنا مش هو الـ error قبل الـ sigmoid
+
+583
+00:43:00,690 --> 00:43:02,770
+هو ليس الـ error قبل الـ sigmoid، قبل الـ sigmoid
+
+584
+00:43:02,770 --> 00:43:06,590
+كانت له قيمة، وبعد الـ sigmoid صارت قيمة ثانية، فإذا
+
+585
+00:43:06,590 --> 00:43:13,830
+في أصبح معدل تغير، معدل تغير، معدل التغير هذا
+
+586
+00:43:13,830 --> 00:43:20,230
+الحقيقة هو أنه جد إيش بتأثر الـ error هنا في الـ
+
+587
+00:43:20,230 --> 00:43:28,050
+output، بمجرد تغير الـ input تبعه، بمجرد تغيير الـ
+
+588
+00:43:28,050 --> 00:43:31,970
+error تبعه، إذا كان التغير عالي، معناه ذلك أن الـ
+
+589
+00:43:31,970 --> 00:43:35,350
+error هنا، الـ sensitivity بتاعتها عالية، كل ما
+
+590
+00:43:35,350 --> 00:43:38,670
+بيزيد الـ error هنا، بيأثر أكبر على الـ error بعد الـ
+
+591
+00:43:38,670 --> 00:43:43,290
+sigmoid، تمام، الآن كيف بدي أجيب العلاقة بينهم هدول
+
+592
+00:43:43,290 --> 00:43:47,630
+عشان يكون كلامي أكثر دقة في تقييم الـ ... في تعديل
+
+593
+00:43:47,630 --> 00:43:50,230
+الـ weights اللي هنا، الـ weights اللي هنا، خلاص احنا
+
+594
+00:43:50,230 --> 00:43:53,730
+كنا متفقين سابقًا أن الـ error زي ما تتذكرين في الـ
+
+595
+00:43:53,730 --> 00:43:57,090
+perceptron، الـ error هذه كنت بدربها مباشرة في الـ X
+
+596
+00:43:57,090 --> 00:44:02,670
+I على طول، وفي alpha، مش متذكرين؟ زائد الـ W القديمة
+
+597
+00:44:02,670 --> 00:44:07,640
+خلصنا، انتهت القصة، ما كانش فيه عندي مشكلة، كانت ليش؟
+
+598
+00:44:07,640 --> 00:44:11,800
+لأنه الـ error هنا، الـ error كانت linear، هناك كان
+
+599
+00:44:11,800 --> 00:44:17,280
+مجرد step unit أو صفرية واحد، ما كانش فيه عندي مشكلة
+
+600
+00:44:17,280 --> 00:44:20,020
+أما هنا لأ، هي الـ sigmoid الحقيقة هي smooth
+
+601
+00:44:20,020 --> 00:44:24,760
+function، بمعنى هديك ما كانش إيه؟ الها معدل تغير، هذه
+
+602
+00:44:24,760 --> 00:44:28,460
+ليست معدل تغير، هل تذكرون؟ أخذناها سابقًا، مش
+
+603
+00:44:28,460 --> 00:44:31,260
+عارف الـ Calculus يمكن، اللي لما أجي بدي أعمل الـ
+
+604
+00:44:31,260 --> 00:44:33,620
+derivative أو بدي أجيب معدل تغير هنا، عند
+
+605
+00:44:33,620 --> 00:44:37,320
+القيمة هذه، عند قيمة الصفر، جد إيش معدل تغيرها؟
+
+606
+00:44:37,320 --> 00:44:41,160
+infinity، بمعنى ما بقدرش أجيب، لكن هنا في الـ point
+
+607
+00:44:41,160 --> 00:44:45,160
+لأ، أنا بقدر أجيب، كيف بدي أحسب معدل التغير، بمعنى
+
+608
+00:44:45,160 --> 00:44:50,880
+أنه كل تغير بيصير في الـ input اللي هو قيمة الـ error
+
+609
+00:44:50,880 --> 00:44:57,540
+
+667
+00:49:21,760 --> 00:49:28,600
+output الأولى مضروبة في الـ W J و K وفي عندنا،لاحظوا
+
+668
+00:49:28,600 --> 00:49:36,380
+إيش؟ K من واحد to L، من واحد to إيش؟ to L، هذه الـ L
+
+669
+00:49:36,380 --> 00:49:41,520
+إيش يعني؟ كمان مرة، يعني الـ term اللي هنا بدي أحسبه
+
+670
+00:49:41,520 --> 00:49:45,480
+الآن هالـوجد هنا هادي
+
+671
+00:49:45,480 --> 00:49:52,460
+الـ term  اللي هقول عليه Y واحد
+
+672
+00:49:53,760 --> 00:49:57,420
+هنا بدنا نحسب، نشتغل على مين؟ على Y1، Y1 إيش هيساوي؟
+
+673
+00:49:57,420 --> 00:50:04,540
+هيساوي الـ Error 1 مضروبة، هيها لأن الآن بدي أشتغل
+
+674
+00:50:04,540 --> 00:50:10,540
+بهذا العكس .. باتجاه العكسي، فـ Delta 1 مضروبة في W 1
+
+675
+00:50:10,540 --> 00:50:20,600
+1 تمام؟ تمام، طيب زائد Delta 2 مضروبة في W 1 2
+
+676
+00:50:22,870 --> 00:50:27,070
+فجمعنا مجموعة الـ errors، error كان هنا و error من
+
+677
+00:50:27,070 --> 00:50:34,390
+هنا، اتجمعوا هنا، فهذا .. هذه المعادلة، هذا الجزء في
+
+678
+00:50:34,390 --> 00:50:37,290
+المعادلة الأولى، اللي هو الجزء الثاني بعد الـ
+
+679
+00:50:37,290 --> 00:50:43,570
+summation، Delta 1، Delta 2، Delta 3 حسب جدش عدد الـ
+
+680
+00:50:43,570 --> 00:50:47,490
+output ساعتنا، كل واحدة مضروبة في الـ weight بين كل
+
+681
+00:50:47,490 --> 00:50:53,110
+Delta والـ Hidden اللي بدور عليها، اللي سميناها الـ
+
+682
+00:50:53,110 --> 00:50:56,050
+J، وهذه الـ J مرة بعملها واحد، مرة ثانية، مرة ثالثة،
+
+683
+00:50:56,050 --> 00:51:00,150
+مرة رابعة and so on، تمام جداً، ف أنا هنا حسبت مين؟
+
+684
+00:51:00,150 --> 00:51:04,010
+إيش حسبنا هالوجات؟ عارفين إيش حسبنا يا شباب؟ حسبنا
+
+685
+00:51:04,010 --> 00:51:09,590
+الـ error لـ الـ hidden layer، الـ hidden node الأولى
+
+686
+00:51:09,590 --> 00:51:13,370
+ليش الـ error؟ لأنه أنا أصلاً اللي قاعد بدرب فيه
+
+687
+00:51:13,370 --> 00:51:17,970
+errors، مجموعة errors، يعني أنا قاعد جمعت error، إحنا
+
+688
+00:51:17,970 --> 00:51:23,940
+فعلاً جمعنا error، في الأول كنت بروح forward input بس
+
+689
+00:51:23,940 --> 00:51:27,480
+هالوقت أنا برجع بـ error، بجيب error، فهذه فعلياً
+
+690
+00:51:27,480 --> 00:51:34,360
+تجميع error، فكأني بقول إن قيمة الـ error هنا لـ الـ
+
+691
+00:51:34,360 --> 00:51:39,860
+hidden layer الأولى، تمام جداً، أنا ليش بديها؟ بديها
+
+692
+00:51:39,860 --> 00:51:44,500
+لأنه بدي من خلال الـ error هذا أعدل الأوزان بتاعة
+
+693
+00:51:44,500 --> 00:51:48,220
+الـ layer الأولى، الـ layer الثانية خلصناها إحنا
+
+694
+00:51:48,220 --> 00:51:50,800
+عدلناها وانتهينا، وكانت زيها زي بالظبط الـ
+
+695
+00:51:50,800 --> 00:51:53,760
+Perceptron، ما كان عندي مشكلة، بس هدول لازم أكون
+
+696
+00:51:53,760 --> 00:51:58,260
+عارف الـ error تبع نواتجها، نواتج الـ weights، هذه هي
+
+697
+00:51:58,260 --> 00:52:03,020
+الـ hidden، تمام، فحسبت الـ E1، بس ما بدي أنسى أنه برضه
+
+698
+00:52:03,020 --> 00:52:06,860
+الـ node هذه، activation function بتاعتها الـ sigmoid
+
+699
+00:52:06,860 --> 00:52:11,320
+برضه زي ما عملنا في الـ output، معنى ذلك أنه الـ E1
+
+700
+00:52:11,320 --> 00:52:16,500
+هذه، الـ Ej هذه اللي طلعت عندي هنا، هذه كلها على بعضها
+
+701
+00:52:16,500 --> 00:52:23,220
+كانت تمثل Ej، طبعاً في الـ iteration P، هذه بدنا نرجع
+
+702
+00:52:23,220 --> 00:52:25,920
+نضربها في مين؟ في الـ activation .. في الـ
+
+703
+00:52:25,920 --> 00:52:27,820
+derivative تبع الـ activation function، فهي الـ
+
+704
+00:52:27,820 --> 00:52:32,740
+derivative أو معدل التغير تبع مين؟ تبع الـ sigmoid
+
+705
+00:52:32,740 --> 00:52:40,870
+عشان نجيب الـ error قبل الـ sigmoid، فصارت Delta J بدل
+
+706
+00:52:40,870 --> 00:52:47,830
+EJ اللي هي القيمة اللي هنا، Delta J، أتوقع أني حليت
+
+707
+00:52:47,830 --> 00:52:51,670
+الآن زي ما كنا عملنا في الـ Delta اللي هنا، بنرجع
+
+708
+00:52:51,670 --> 00:52:55,970
+نعمل في الـ Delta اللي هنا، الـ Delta هذه ضربناها
+
+709
+00:52:55,970 --> 00:53:00,950
+في معادلتنا الثانية، المعادلة الثانية، Delta اللي طلعت
+
+710
+00:53:00,950 --> 00:53:05,170
+ضربناها في الـ X اللي خاصة فيها، في Alpha عشان نجيب
+
+711
+00:53:05,170 --> 00:53:10,470
+Delta I J، Delta I J، إذا جيبنا Delta I J هذه القيمة
+
+712
+00:53:10,470 --> 00:53:15,650
+بنضيفها على الـ W القديمة، فما دام جيبنا Delta W I J
+
+713
+00:53:15,650 --> 00:53:20,690
+بنضيفها على W I J القديمة، فبنجيب قيمة جديدة
+
+714
+00:53:20,690 --> 00:53:26,190
+للموضوع هذا في الآخر، بس نخلص هذا الكلام، بنرجع للـ
+
+715
+00:53:26,190 --> 00:53:30,750
+step رقم 2، بعد إيش؟ بعد ما نكون عدلنا كل الـ weights
+
+716
+00:53:30,750 --> 00:53:35,730
+عدلنا الـ weights في الـ output، في الـ output matrix
+
+717
+00:53:35,730 --> 00:53:39,970
+weights، وفي الـ input matrix weights، بنعمل عملية
+
+718
+00:53:39,970 --> 00:53:43,270
+iteration، بنرجع نعمل activation كمان مرة، اللي هي
+
+719
+00:53:43,270 --> 00:53:47,250
+إيش؟ أدخل كمان مرة الـ input على الأوزان الجديدة
+
+720
+00:53:47,250 --> 00:53:51,450
+اللي اتعدلت، وأشوف قد إيش صارت قيمة الـ error، وأرجع
+
+721
+00:53:51,450 --> 00:53:55,920
+أعيد كمان مرة، نرجع للخطوة الثالثة والرابعة سواً، ففي
+
+722
+00:53:55,920 --> 00:53:59,480
+الحالة هذه، بنقدر نعمل عملية iteration برضه، ونشوف
+
+723
+00:53:59,480 --> 00:54:02,340
+أكم iteration محتاج عشان فعلاً أصل لمرحلة أنه الـ
+
+724
+00:54:02,340 --> 00:54:06,780
+error يكاد يكون zero أو يعمل convergence، بدنا نوّهي
+
+725
+00:54:06,780 --> 00:54:09,320
+بس لشغل أن convergence مش معناه ذلك أنه يعمل للصفر
+
+726
+00:54:09,320 --> 00:54:12,580
+convergence، لو هو بيعمل convergence، يعني لو هذه
+
+727
+00:54:12,580 --> 00:54:16,020
+معادلة، معادلة الـ error مثلاً، وهيو بينزل الـ error
+
+728
+00:54:16,020 --> 00:54:19,730
+أنا مش هقعد أستنى لما أصل للـ zero، convergence مع
+
+729
+00:54:19,730 --> 00:54:23,050
+tolerance level معين، يعني أنا ممكن أقول إنه أنا
+
+730
+00:54:23,050 --> 00:54:28,050
+هتقبل منك لو واحد من ألف الـ error، فكأنه هاي المعدل
+
+731
+00:54:28,050 --> 00:54:32,710
+تبعي، إمتى بيعمل convergence مع الـ tolerance، بقول
+
+732
+00:54:32,710 --> 00:54:35,230
+إنه خلاص صار في end الـ convergence، وقف، خلاص هاي
+
+733
+00:54:35,230 --> 00:54:39,200
+عدد الـ iterations اللي اشتغلناها، وقفنا الحل، وقفنا
+
+734
+00:54:39,200 --> 00:54:45,740
+الحل، تمام، بنكون هيك شرحنا الـ algorithm في الـ
+
+735
+00:54:45,740 --> 00:54:47,980
+session اللي جاي إن شاء الله تعالى، أو في جلستنا
+
+736
+00:54:47,980 --> 00:54:51,140
+القادمة بإذن الله تعالى، بناخد مثال على الـ
+
+737
+00:54:51,140 --> 00:54:55,080
+propagation، وبنعمل تعليم بعملية الـ back
+
+738
+00:54:55,080 --> 00:54:58,120
+propagation، ومن ثم بنشوف إيش العمليات اللي ممكن
+
+739
+00:54:58,120 --> 00:55:02,580
+نعملها، عملية تسريع، وبنشوف بشكل سريع، أكمل neural
+
+740
+00:55:02,580 --> 00:55:04,760
+network ثانية مختلفة، يعطي كل عافية وبركة
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/kvj-migZ5qQ_raw.json b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/kvj-migZ5qQ_raw.json
new file mode 100644
index 0000000000000000000000000000000000000000..2cc8a5a1dda7d0e7f3bb1d134ec494a4c881aa02
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/kvj-migZ5qQ_raw.json
@@ -0,0 +1 @@
+{"segments": [{"id": 1, "seek": 3074, "start": 4.94, "end": 30.74, "text": "بسم الله الرحمن الرحيم نستكمل ما بدأنا في ال neural network و اتحدثنا و قلنا ان كل موضوعنا هيكون منصب على supervised learning neural network فتحدثنا من المرة السابقة عن حاجة اسمها ال perceptron و اللي أنشئت كفكرة في التسعة و خمسين و طبقت ال training تبعها او ال learning تبعها زي ما اتحدثنا في محاضرتنا السابقة في ال الف تسعمائة و سبتين", "tokens": [3555, 38251, 21984, 34892, 5016, 27842, 34892, 5016, 32640, 8717, 14851, 24793, 1211, 19446, 47525, 10721, 8315, 8978, 2423, 18161, 3209, 4032, 1975, 2655, 24401, 12984, 8315, 4032, 12174, 1211, 8315, 16472, 28242, 3714, 2407, 11242, 45367, 8315, 39896, 30544, 9154, 9381, 3555, 15844, 46533, 2539, 18161, 3209, 6156, 2655, 24401, 12984, 8315, 9154, 9673, 25720, 21136, 16758, 28671, 18871, 11331, 26108, 3660, 24525, 2304, 11296, 2423, 43276, 2044, 4032, 13672, 1829, 14739, 8592, 19986, 2655, 9122, 5172, 4117, 25720, 8978, 16712, 3794, 27884, 4032, 16490, 2304, 3794, 9957, 4032, 23032, 3555, 38149, 2423, 3097, 6055, 3555, 3615, 11296, 1975, 2407, 2423, 2539, 6055, 3555, 3615, 11296, 30767, 1829, 19446, 1975, 2655, 24401, 12984, 8315, 8978, 3714, 5016, 46958, 43500, 8315, 21136, 16758, 28671, 8978, 2423, 27188, 6055, 3794, 25957, 16373, 3660, 4032, 8608, 3555, 2655, 9957], "avg_logprob": -0.15466486036345578, "compression_ratio": 1.9217081850533808, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 4.94, "end": 5.2, "word": "بسم", "probability": 0.925537109375}, {"start": 5.2, "end": 5.3, "word": " الله", "probability": 0.95068359375}, {"start": 5.3, "end": 5.54, "word": " الرحمن", "probability": 0.96484375}, {"start": 5.54, "end": 5.92, "word": " الرحيم", "probability": 0.9918619791666666}, {"start": 5.92, "end": 6.9, "word": " نستكمل", "probability": 0.9344482421875}, {"start": 6.9, "end": 7.36, "word": " ما", "probability": 0.81005859375}, {"start": 7.36, "end": 7.78, "word": " بدأنا", "probability": 0.9903971354166666}, {"start": 7.78, "end": 8.0, "word": " في", "probability": 0.86767578125}, {"start": 8.0, "end": 8.16, "word": " ال", "probability": 0.73681640625}, {"start": 8.16, "end": 8.34, "word": " neural", "probability": 0.68896484375}, {"start": 8.34, "end": 8.86, "word": " network", "probability": 0.95361328125}, {"start": 8.86, "end": 9.24, "word": " و", "probability": 0.783203125}, {"start": 9.24, "end": 9.86, "word": " اتحدثنا", "probability": 0.8544921875}, {"start": 9.86, "end": 10.1, "word": " و", "probability": 0.9638671875}, {"start": 10.1, "end": 10.32, "word": " قلنا", "probability": 0.8372395833333334}, {"start": 10.32, "end": 10.44, "word": " ان", "probability": 0.52880859375}, {"start": 10.44, "end": 10.76, "word": " كل", "probability": 0.76806640625}, {"start": 10.76, "end": 11.16, "word": " موضوعنا", "probability": 0.87099609375}, {"start": 11.16, "end": 11.66, "word": " هيكون", "probability": 0.7490234375}, {"start": 11.66, "end": 12.88, "word": " منصب", "probability": 0.89208984375}, {"start": 12.88, "end": 13.08, "word": " على", "probability": 0.91064453125}, {"start": 13.08, "end": 13.56, "word": " supervised", "probability": 0.7734375}, {"start": 13.56, "end": 14.3, "word": " learning", "probability": 0.95263671875}, {"start": 14.3, "end": 15.84, "word": " neural", "probability": 0.6689453125}, {"start": 15.84, "end": 16.38, "word": " network", "probability": 0.98388671875}, {"start": 16.38, "end": 17.78, "word": " فتحدثنا", "probability": 0.881640625}, {"start": 17.78, "end": 17.88, "word": " من", "probability": 0.81689453125}, {"start": 17.88, "end": 18.06, "word": " المرة", "probability": 0.91796875}, {"start": 18.06, "end": 18.4, "word": " السابقة", "probability": 0.9864908854166666}, {"start": 18.4, "end": 18.56, "word": " عن", "probability": 0.95361328125}, {"start": 18.56, "end": 18.74, "word": " حاجة", "probability": 0.9959309895833334}, {"start": 18.74, "end": 19.0, "word": " اسمها", "probability": 0.9090169270833334}, {"start": 19.0, "end": 19.08, "word": " ال", "probability": 0.947265625}, {"start": 19.08, "end": 19.64, "word": " perceptron", "probability": 0.722412109375}, {"start": 19.64, "end": 20.04, "word": " و", "probability": 0.44287109375}, {"start": 20.04, "end": 20.24, "word": " اللي", "probability": 0.780517578125}, {"start": 20.24, "end": 20.92, "word": " أنشئت", "probability": 0.8182373046875}, {"start": 20.92, "end": 22.1, "word": " كفكرة", "probability": 0.9669189453125}, {"start": 22.1, "end": 22.4, "word": " في", "probability": 0.9609375}, {"start": 22.4, "end": 22.78, "word": " التسعة", "probability": 0.7177734375}, {"start": 22.78, "end": 22.88, "word": " و", "probability": 0.99169921875}, {"start": 22.88, "end": 23.32, "word": " خمسين", "probability": 0.964599609375}, {"start": 23.32, "end": 23.78, "word": " و", "probability": 0.93310546875}, {"start": 23.78, "end": 24.4, "word": " طبقت", "probability": 0.8600260416666666}, {"start": 24.4, "end": 24.6, "word": " ال", "probability": 0.8779296875}, {"start": 24.6, "end": 25.24, "word": " training", "probability": 0.74560546875}, {"start": 25.24, "end": 25.64, "word": " تبعها", "probability": 0.8907470703125}, {"start": 25.64, "end": 25.78, "word": " او", "probability": 0.7493896484375}, {"start": 25.78, "end": 25.9, "word": " ال", "probability": 0.70654296875}, {"start": 25.9, "end": 26.24, "word": " learning", "probability": 0.970703125}, {"start": 26.24, "end": 26.82, "word": " تبعها", "probability": 0.9791259765625}, {"start": 26.82, "end": 27.3, "word": " زي", "probability": 0.93994140625}, {"start": 27.3, "end": 27.4, "word": " ما", "probability": 0.96435546875}, {"start": 27.4, "end": 27.96, "word": " اتحدثنا", "probability": 0.92314453125}, {"start": 27.96, "end": 28.08, "word": " في", "probability": 0.96826171875}, {"start": 28.08, "end": 28.54, "word": " محاضرتنا", "probability": 0.8978515625}, {"start": 28.54, "end": 29.04, "word": " السابقة", "probability": 0.99169921875}, {"start": 29.04, "end": 29.5, "word": " في", "probability": 0.9541015625}, {"start": 29.5, "end": 29.58, "word": " ال", "probability": 0.56982421875}, {"start": 29.58, "end": 29.7, "word": " الف", "probability": 0.385009765625}, {"start": 29.7, "end": 30.12, "word": " تسعمائة", "probability": 0.738671875}, {"start": 30.12, "end": 30.26, "word": " و", "probability": 0.95703125}, {"start": 30.26, "end": 30.74, "word": " سبتين", "probability": 0.83740234375}], "temperature": 1.0}, {"id": 2, "seek": 5602, "start": 31.3, "end": 56.02, "text": "اليوم هنتحدث عن ال algorithm الخاص فيها و نستكمل عملية التطوير اللي طرقت عليها فهنتكلم اليوم عن ال perceptions training algorithm و ببساطة جدا اللي كان بيحضر المحاضرة السابقة ممكن مباشرة يدخل على هذه المحاضرة لأنه هيكون تقريبا تكرار ولكن بشكل منظم بشكل ان احنا هنظمه بشكل algorithm ال algorithm هذا هيكون عبارة عن", "tokens": [6027, 1829, 20498, 8032, 29399, 24401, 12984, 18871, 2423, 9284, 33962, 33546, 8978, 11296, 4032, 8717, 14851, 24793, 1211, 6225, 42213, 10632, 16712, 9566, 2407, 13546, 13672, 1829, 23032, 2288, 38149, 25894, 11296, 6156, 3224, 29399, 4117, 19528, 45595, 20498, 18871, 2423, 35258, 3097, 9284, 4032, 4724, 3555, 3794, 41193, 3660, 10874, 28259, 13672, 1829, 25961, 4724, 1829, 5016, 11242, 2288, 9673, 5016, 46958, 25720, 21136, 16758, 28671, 3714, 43020, 3714, 3555, 33599, 25720, 7251, 3215, 9778, 1211, 15844, 29538, 9673, 5016, 46958, 25720, 5296, 33456, 3224, 39896, 30544, 6055, 4587, 16572, 3555, 995, 6055, 37983, 9640, 35525, 19452, 4724, 8592, 28820, 9154, 19913, 2304, 4724, 8592, 28820, 16472, 1975, 5016, 8315, 8032, 1863, 19913, 2304, 3224, 4724, 8592, 28820, 9284, 2423, 9284, 23758, 39896, 30544, 6225, 3555, 9640, 3660, 18871], "avg_logprob": -0.09309895539825613, "compression_ratio": 1.8700361010830324, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 31.3, "end": 31.92, "word": "اليوم", "probability": 0.9544270833333334}, {"start": 31.92, "end": 32.5, "word": " هنتحدث", "probability": 0.966064453125}, {"start": 32.5, "end": 32.64, "word": " عن", "probability": 0.99609375}, {"start": 32.64, "end": 32.72, "word": " ال", "probability": 0.8037109375}, {"start": 32.72, "end": 33.04, "word": " algorithm", "probability": 0.472412109375}, {"start": 33.04, "end": 33.46, "word": " الخاص", "probability": 0.890869140625}, {"start": 33.46, "end": 33.82, "word": " فيها", "probability": 0.84521484375}, {"start": 33.82, "end": 34.2, "word": " و", "probability": 0.88330078125}, {"start": 34.2, "end": 34.9, "word": " نستكمل", "probability": 0.87939453125}, {"start": 34.9, "end": 35.6, "word": " عملية", "probability": 0.9879557291666666}, {"start": 35.6, "end": 36.24, "word": " التطوير", "probability": 0.9840087890625}, {"start": 36.24, "end": 36.48, "word": " اللي", "probability": 0.867431640625}, {"start": 36.48, "end": 36.8, "word": " طرقت", "probability": 0.87109375}, {"start": 36.8, "end": 37.2, "word": " عليها", "probability": 0.99365234375}, {"start": 37.2, "end": 38.34, "word": " فهنتكلم", "probability": 0.86162109375}, {"start": 38.34, "end": 38.56, "word": " اليوم", "probability": 0.916015625}, {"start": 38.56, "end": 38.7, "word": " عن", "probability": 0.9853515625}, {"start": 38.7, "end": 38.8, "word": " ال", "probability": 0.90869140625}, {"start": 38.8, "end": 39.18, "word": " perceptions", "probability": 0.47265625}, {"start": 39.18, "end": 39.86, "word": " training", "probability": 0.859375}, {"start": 39.86, "end": 40.42, "word": " algorithm", "probability": 0.89599609375}, {"start": 40.42, "end": 40.8, "word": " و", "probability": 0.48876953125}, {"start": 40.8, "end": 41.24, "word": " ببساطة", "probability": 0.96884765625}, {"start": 41.24, "end": 41.58, "word": " جدا", "probability": 0.98193359375}, {"start": 41.58, "end": 42.44, "word": " اللي", "probability": 0.9189453125}, {"start": 42.44, "end": 42.66, "word": " كان", "probability": 0.9931640625}, {"start": 42.66, "end": 43.08, "word": " بيحضر", "probability": 0.90908203125}, {"start": 43.08, "end": 43.82, "word": " المحاضرة", "probability": 0.9674072265625}, {"start": 43.82, "end": 44.36, "word": " السابقة", "probability": 0.98974609375}, {"start": 44.36, "end": 44.92, "word": " ممكن", "probability": 0.982666015625}, {"start": 44.92, "end": 45.48, "word": " مباشرة", "probability": 0.9898681640625}, {"start": 45.48, "end": 46.24, "word": " يدخل", "probability": 0.995849609375}, {"start": 46.24, "end": 46.36, "word": " على", "probability": 0.87109375}, {"start": 46.36, "end": 46.54, "word": " هذه", "probability": 0.9775390625}, {"start": 46.54, "end": 47.18, "word": " المحاضرة", "probability": 0.99658203125}, {"start": 47.18, "end": 48.5, "word": " لأنه", "probability": 0.87939453125}, {"start": 48.5, "end": 48.88, "word": " هيكون", "probability": 0.874267578125}, {"start": 48.88, "end": 49.88, "word": " تقريبا", "probability": 0.995703125}, {"start": 49.88, "end": 50.56, "word": " تكرار", "probability": 0.9689127604166666}, {"start": 50.56, "end": 51.02, "word": " ولكن", "probability": 0.895751953125}, {"start": 51.02, "end": 51.4, "word": " بشكل", "probability": 0.98974609375}, {"start": 51.4, "end": 51.9, "word": " منظم", "probability": 0.98193359375}, {"start": 51.9, "end": 52.52, "word": " بشكل", "probability": 0.8902994791666666}, {"start": 52.52, "end": 52.66, "word": " ان", "probability": 0.41845703125}, {"start": 52.66, "end": 52.84, "word": " احنا", "probability": 0.9039713541666666}, {"start": 52.84, "end": 53.46, "word": " هنظمه", "probability": 0.87734375}, {"start": 53.46, "end": 53.74, "word": " بشكل", "probability": 0.9627278645833334}, {"start": 53.74, "end": 54.2, "word": " algorithm", "probability": 0.90380859375}, {"start": 54.2, "end": 54.56, "word": " ال", "probability": 0.93310546875}, {"start": 54.56, "end": 54.82, "word": " algorithm", "probability": 0.94775390625}, {"start": 54.82, "end": 55.1, "word": " هذا", "probability": 0.5517578125}, {"start": 55.1, "end": 55.48, "word": " هيكون", "probability": 0.987548828125}, {"start": 55.48, "end": 55.84, "word": " عبارة", "probability": 0.9930419921875}, {"start": 55.84, "end": 56.02, "word": " عن", "probability": 0.99267578125}], "temperature": 1.0}, {"id": 3, "seek": 7638, "start": 56.7, "end": 76.38, "text": "شغل هنسميها initialization بمعنى إن أنا بدأ أعمل تهيئة مسبقة لكل ال performance أو ال parameters اللي خاصة بال neural network واللي أهمها هي الحقيقة ال weights اللي هي ال weights اللي احنا بندور على أفضل قيم لها ليش؟ لأنه بكل بساطة بالنسبة لل neuron", "tokens": [8592, 17082, 1211, 8032, 1863, 38251, 1829, 11296, 5883, 2144, 4724, 2304, 3615, 1863, 7578, 36145, 41850, 47525, 10721, 5551, 25957, 1211, 6055, 3224, 1829, 19986, 3660, 3714, 35457, 28671, 5296, 28820, 2423, 3389, 34051, 2423, 9834, 13672, 1829, 16490, 33546, 3660, 20666, 18161, 3209, 16070, 20292, 5551, 16095, 11296, 39896, 21542, 38436, 28671, 2423, 17443, 13672, 1829, 39896, 2423, 17443, 13672, 1829, 1975, 5016, 8315, 44945, 3215, 13063, 15844, 5551, 5172, 11242, 1211, 12174, 32640, 5296, 11296, 32239, 8592, 22807, 5296, 33456, 3224, 4724, 28820, 4724, 3794, 41193, 3660, 20666, 1863, 35457, 3660, 24976, 34090], "avg_logprob": -0.15480026264780575, "compression_ratio": 1.6218487394957983, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 56.7, "end": 57.02, "word": "شغل", "probability": 0.7755533854166666}, {"start": 57.02, "end": 57.54, "word": " هنسميها", "probability": 0.787841796875}, {"start": 57.54, "end": 58.42, "word": " initialization", "probability": 0.790771484375}, {"start": 58.42, "end": 59.32, "word": " بمعنى", "probability": 0.93291015625}, {"start": 59.32, "end": 59.62, "word": " إن", "probability": 0.395751953125}, {"start": 59.62, "end": 59.74, "word": " أنا", "probability": 0.8173828125}, {"start": 59.74, "end": 60.02, "word": " بدأ", "probability": 0.4608154296875}, {"start": 60.02, "end": 60.32, "word": " أعمل", "probability": 0.92822265625}, {"start": 60.32, "end": 61.26, "word": " تهيئة", "probability": 0.97314453125}, {"start": 61.26, "end": 62.02, "word": " مسبقة", "probability": 0.89697265625}, {"start": 62.02, "end": 62.54, "word": " لكل", "probability": 0.96923828125}, {"start": 62.54, "end": 62.84, "word": " ال", "probability": 0.97705078125}, {"start": 62.84, "end": 63.38, "word": " performance", "probability": 0.8369140625}, {"start": 63.38, "end": 63.92, "word": " أو", "probability": 0.447265625}, {"start": 63.92, "end": 64.18, "word": " ال", "probability": 0.91943359375}, {"start": 64.18, "end": 64.96, "word": " parameters", "probability": 0.8759765625}, {"start": 64.96, "end": 65.2, "word": " اللي", "probability": 0.957275390625}, {"start": 65.2, "end": 65.54, "word": " خاصة", "probability": 0.9552408854166666}, {"start": 65.54, "end": 65.64, "word": " بال", "probability": 0.93115234375}, {"start": 65.64, "end": 65.86, "word": " neural", "probability": 0.62060546875}, {"start": 65.86, "end": 66.34, "word": " network", "probability": 0.96240234375}, {"start": 66.34, "end": 67.0, "word": " واللي", "probability": 0.794921875}, {"start": 67.0, "end": 67.4, "word": " أهمها", "probability": 0.9923502604166666}, {"start": 67.4, "end": 67.56, "word": " هي", "probability": 0.86474609375}, {"start": 67.56, "end": 67.92, "word": " الحقيقة", "probability": 0.9524739583333334}, {"start": 67.92, "end": 68.04, "word": " ال", "probability": 0.9931640625}, {"start": 68.04, "end": 68.32, "word": " weights", "probability": 0.75830078125}, {"start": 68.32, "end": 69.02, "word": " اللي", "probability": 0.8994140625}, {"start": 69.02, "end": 69.14, "word": " هي", "probability": 0.78173828125}, {"start": 69.14, "end": 69.36, "word": " ال", "probability": 0.98876953125}, {"start": 69.36, "end": 69.6, "word": " weights", "probability": 0.8662109375}, {"start": 69.6, "end": 69.76, "word": " اللي", "probability": 0.992431640625}, {"start": 69.76, "end": 69.9, "word": " احنا", "probability": 0.8140462239583334}, {"start": 69.9, "end": 70.32, "word": " بندور", "probability": 0.87451171875}, {"start": 70.32, "end": 70.58, "word": " على", "probability": 0.8212890625}, {"start": 70.58, "end": 71.44, "word": " أفضل", "probability": 0.9700927734375}, {"start": 71.44, "end": 71.98, "word": " قيم", "probability": 0.98828125}, {"start": 71.98, "end": 72.68, "word": " لها", "probability": 0.78759765625}, {"start": 72.68, "end": 74.02, "word": " ليش؟", "probability": 0.7042643229166666}, {"start": 74.02, "end": 74.46, "word": " لأنه", "probability": 0.9329427083333334}, {"start": 74.46, "end": 74.7, "word": " بكل", "probability": 0.98291015625}, {"start": 74.7, "end": 75.18, "word": " بساطة", "probability": 0.99365234375}, {"start": 75.18, "end": 75.84, "word": " بالنسبة", "probability": 0.95068359375}, {"start": 75.84, "end": 76.0, "word": " لل", "probability": 0.69921875}, {"start": 76.0, "end": 76.38, "word": " neuron", "probability": 0.615234375}], "temperature": 1.0}, {"id": 4, "seek": 10261, "start": 77.27, "end": 102.61, "text": "النيورون هذا له مجموعة inputs، الـinputs هذه مقدرش أن أنا أقعد أغير فيها، أنا مطلوب منه الصورة، الصورة هذه صورة محمد، خلاص ما بقدر أجيب صورة تانية، فال X تماما محكومة، وال Y مدام أنا بتكلم عن supervised، فبرضه محكومة، خلاص أنا بقول إن ال X هذه هي مع ال Y هذه،", "tokens": [6027, 22653, 13063, 11536, 23758, 46740, 3714, 7435, 2304, 2407, 27884, 15743, 12399, 2423, 39184, 259, 2582, 82, 29538, 3714, 28543, 2288, 8592, 14739, 41850, 5551, 4587, 22488, 5551, 17082, 13546, 8978, 11296, 12399, 41850, 3714, 9566, 1211, 37746, 9154, 3224, 31767, 13063, 3660, 12399, 31767, 13063, 3660, 29538, 20328, 13063, 3660, 3714, 35571, 3215, 12399, 16490, 1211, 33546, 19446, 4724, 28543, 2288, 5551, 7435, 1829, 3555, 20328, 13063, 3660, 6055, 7649, 10632, 12399, 6156, 6027, 1783, 46811, 10943, 995, 3714, 5016, 4117, 20498, 3660, 12399, 16070, 398, 3714, 3215, 10943, 41850, 39894, 4117, 19528, 18871, 46533, 12399, 6156, 26890, 11242, 3224, 3714, 5016, 4117, 20498, 3660, 12399, 16490, 1211, 33546, 41850, 4724, 39648, 36145, 2423, 1783, 29538, 39896, 20449, 2423, 398, 29538, 12399], "avg_logprob": -0.21712499618530273, "compression_ratio": 1.8529411764705883, "no_speech_prob": 0.0, "words": [{"start": 77.27, "end": 77.83, "word": "النيورون", "probability": 0.73193359375}, {"start": 77.83, "end": 78.07, "word": " هذا", "probability": 0.85400390625}, {"start": 78.07, "end": 78.27, "word": " له", "probability": 0.23779296875}, {"start": 78.27, "end": 78.67, "word": " مجموعة", "probability": 0.89873046875}, {"start": 78.67, "end": 79.63, "word": " inputs،", "probability": 0.25726318359375}, {"start": 79.63, "end": 80.11, "word": " الـinputs", "probability": 0.574755859375}, {"start": 80.11, "end": 80.19, "word": " هذه", "probability": 0.5166015625}, {"start": 80.19, "end": 80.53, "word": " مقدرش", "probability": 0.686767578125}, {"start": 80.53, "end": 80.63, "word": " أن", "probability": 0.52734375}, {"start": 80.63, "end": 80.71, "word": " أنا", "probability": 0.48486328125}, {"start": 80.71, "end": 80.81, "word": " أقعد", "probability": 0.8538411458333334}, {"start": 80.81, "end": 81.11, "word": " أغير", "probability": 0.9305013020833334}, {"start": 81.11, "end": 81.95, "word": " فيها،", "probability": 0.8577473958333334}, {"start": 81.95, "end": 82.07, "word": " أنا", "probability": 0.93310546875}, {"start": 82.07, "end": 82.39, "word": " مطلوب", "probability": 0.931396484375}, {"start": 82.39, "end": 82.65, "word": " منه", "probability": 0.729248046875}, {"start": 82.65, "end": 83.17, "word": " الصورة،", "probability": 0.7493896484375}, {"start": 83.17, "end": 83.63, "word": " الصورة", "probability": 0.9783528645833334}, {"start": 83.63, "end": 83.83, "word": " هذه", "probability": 0.77001953125}, {"start": 83.83, "end": 84.15, "word": " صورة", "probability": 0.9773763020833334}, {"start": 84.15, "end": 84.93, "word": " محمد،", "probability": 0.90380859375}, {"start": 84.93, "end": 85.23, "word": " خلاص", "probability": 0.9939778645833334}, {"start": 85.23, "end": 85.37, "word": " ما", "probability": 0.759765625}, {"start": 85.37, "end": 85.73, "word": " بقدر", "probability": 0.8873697916666666}, {"start": 85.73, "end": 86.55, "word": " أجيب", "probability": 0.9571533203125}, {"start": 86.55, "end": 86.85, "word": " صورة", "probability": 0.9905598958333334}, {"start": 86.85, "end": 87.75, "word": " تانية،", "probability": 0.9722900390625}, {"start": 87.75, "end": 88.47, "word": " فال", "probability": 0.94677734375}, {"start": 88.47, "end": 88.83, "word": " X", "probability": 0.60302734375}, {"start": 88.83, "end": 90.99, "word": " تماما", "probability": 0.9685872395833334}, {"start": 90.99, "end": 93.07, "word": " محكومة،", "probability": 0.9020182291666666}, {"start": 93.07, "end": 93.37, "word": " وال", "probability": 0.7861328125}, {"start": 93.37, "end": 93.69, "word": " Y", "probability": 0.8369140625}, {"start": 93.69, "end": 94.09, "word": " مدام", "probability": 0.7112630208333334}, {"start": 94.09, "end": 94.21, "word": " أنا", "probability": 0.62744140625}, {"start": 94.21, "end": 94.47, "word": " بتكلم", "probability": 0.8819986979166666}, {"start": 94.47, "end": 94.67, "word": " عن", "probability": 0.99365234375}, {"start": 94.67, "end": 97.01, "word": " supervised،", "probability": 0.636962890625}, {"start": 97.01, "end": 98.65, "word": " فبرضه", "probability": 0.9876708984375}, {"start": 98.65, "end": 99.25, "word": " محكومة،", "probability": 0.944091796875}, {"start": 99.25, "end": 99.43, "word": " خلاص", "probability": 0.9876302083333334}, {"start": 99.43, "end": 99.59, "word": " أنا", "probability": 0.77685546875}, {"start": 99.59, "end": 99.81, "word": " بقول", "probability": 0.9873046875}, {"start": 99.81, "end": 99.93, "word": " إن", "probability": 0.41943359375}, {"start": 99.93, "end": 100.05, "word": " ال", "probability": 0.8671875}, {"start": 100.05, "end": 100.27, "word": " X", "probability": 0.85546875}, {"start": 100.27, "end": 100.57, "word": " هذه", "probability": 0.67822265625}, {"start": 100.57, "end": 101.19, "word": " هي", "probability": 0.9345703125}, {"start": 101.19, "end": 101.71, "word": " مع", "probability": 0.9912109375}, {"start": 101.71, "end": 101.89, "word": " ال", "probability": 0.99560546875}, {"start": 101.89, "end": 102.05, "word": " Y", "probability": 0.9697265625}, {"start": 102.05, "end": 102.61, "word": " هذه،", "probability": 0.824462890625}], "temperature": 1.0}, {"id": 5, "seek": 11050, "start": 104.32, "end": 110.5, "text": "بقدرش أغير فيهم فهدولة مافيش فيهم نقعد نغير هدولة set أو data set", "tokens": [3555, 28543, 2288, 8592, 5551, 17082, 13546, 8978, 16095, 6156, 3224, 3215, 12610, 3660, 19446, 41185, 8592, 8978, 16095, 8717, 4587, 22488, 8717, 17082, 13546, 8032, 3215, 12610, 3660, 992, 34051, 1412, 992], "avg_logprob": -0.2633272006231196, "compression_ratio": 1.2413793103448276, "no_speech_prob": 0.0, "words": [{"start": 104.32, "end": 104.94, "word": "بقدرش", "probability": 0.76507568359375}, {"start": 104.94, "end": 105.32, "word": " أغير", "probability": 0.7838541666666666}, {"start": 105.32, "end": 105.64, "word": " فيهم", "probability": 0.9482421875}, {"start": 105.64, "end": 106.28, "word": " فهدولة", "probability": 0.86982421875}, {"start": 106.28, "end": 106.48, "word": " مافيش", "probability": 0.7530924479166666}, {"start": 106.48, "end": 106.84, "word": " فيهم", "probability": 0.97216796875}, {"start": 106.84, "end": 107.48, "word": " نقعد", "probability": 0.6344807942708334}, {"start": 107.48, "end": 107.96, "word": " نغير", "probability": 0.9720052083333334}, {"start": 107.96, "end": 108.98, "word": " هدولة", "probability": 0.895263671875}, {"start": 108.98, "end": 109.46, "word": " set", "probability": 0.485107421875}, {"start": 109.46, "end": 109.82, "word": " أو", "probability": 0.330078125}, {"start": 109.82, "end": 110.06, "word": " data", "probability": 0.88134765625}, {"start": 110.06, "end": 110.5, "word": " set", "probability": 0.95166015625}], "temperature": 1.0}, {"id": 6, "seek": 13447, "start": 111.31, "end": 134.47, "text": "تُعطى للـ neural network فهذه هي ال data set أو القواعد البيانات اللى بدها تدخل على ال neural network الأن وين الشغل اللى بدها تحريك أو بدها نعمل ال optimization هي عملية ال W's W1 و W2 ل WN ل WN فمعنى ذلك مبدأيا هنحطهم بشكل randomly زى ما قلنا في محاضرتنا السابقة within", "tokens": [2655, 10859, 3615, 9566, 7578, 24976, 39184, 18161, 3209, 6156, 3224, 24192, 39896, 2423, 1412, 992, 34051, 25062, 14407, 22488, 29739, 1829, 7649, 9307, 13672, 7578, 47525, 11296, 6055, 3215, 9778, 1211, 15844, 2423, 18161, 3209, 16247, 1863, 4032, 9957, 25124, 17082, 1211, 13672, 7578, 47525, 11296, 6055, 5016, 16572, 4117, 34051, 47525, 11296, 8717, 25957, 1211, 2423, 19618, 39896, 6225, 42213, 10632, 2423, 343, 311, 343, 16, 4032, 343, 17, 5296, 343, 45, 5296, 343, 45, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 3714, 44510, 10721, 25528, 8032, 1863, 5016, 9566, 16095, 4724, 8592, 28820, 16979, 30767, 7578, 19446, 12174, 1211, 8315, 8978, 3714, 5016, 46958, 43500, 8315, 21136, 16758, 28671, 1951], "avg_logprob": -0.2150493367460736, "compression_ratio": 1.5811320754716982, "no_speech_prob": 1.3709068298339844e-06, "words": [{"start": 111.31, "end": 111.75, "word": "تُعطى", "probability": 0.583251953125}, {"start": 111.75, "end": 112.01, "word": " للـ", "probability": 0.5577392578125}, {"start": 112.01, "end": 112.17, "word": " neural", "probability": 0.81005859375}, {"start": 112.17, "end": 112.53, "word": " network", "probability": 0.93505859375}, {"start": 112.53, "end": 112.83, "word": " فهذه", "probability": 0.8014322916666666}, {"start": 112.83, "end": 113.01, "word": " هي", "probability": 0.4443359375}, {"start": 113.01, "end": 113.03, "word": " ال", "probability": 0.88427734375}, {"start": 113.03, "end": 113.13, "word": " data", "probability": 0.83740234375}, {"start": 113.13, "end": 113.43, "word": " set", "probability": 0.9267578125}, {"start": 113.43, "end": 113.63, "word": " أو", "probability": 0.8935546875}, {"start": 113.63, "end": 114.33, "word": " القواعد", "probability": 0.8623046875}, {"start": 114.33, "end": 114.89, "word": " البيانات", "probability": 0.8721923828125}, {"start": 114.89, "end": 115.21, "word": " اللى", "probability": 0.845458984375}, {"start": 115.21, "end": 115.37, "word": " بدها", "probability": 0.812744140625}, {"start": 115.37, "end": 115.79, "word": " تدخل", "probability": 0.9903564453125}, {"start": 115.79, "end": 116.01, "word": " على", "probability": 0.8271484375}, {"start": 116.01, "end": 116.79, "word": " ال", "probability": 0.9267578125}, {"start": 116.79, "end": 117.47, "word": " neural", "probability": 0.84326171875}, {"start": 117.47, "end": 117.91, "word": " network", "probability": 0.978515625}, {"start": 117.91, "end": 118.41, "word": " الأن", "probability": 0.66796875}, {"start": 118.41, "end": 118.59, "word": " وين", "probability": 0.896240234375}, {"start": 118.59, "end": 119.53, "word": " الشغل", "probability": 0.8899739583333334}, {"start": 119.53, "end": 119.63, "word": " اللى", "probability": 0.972412109375}, {"start": 119.63, "end": 119.81, "word": " بدها", "probability": 0.943359375}, {"start": 119.81, "end": 120.65, "word": " تحريك", "probability": 0.9227294921875}, {"start": 120.65, "end": 120.73, "word": " أو", "probability": 0.7080078125}, {"start": 120.73, "end": 121.11, "word": " بدها", "probability": 0.950927734375}, {"start": 121.11, "end": 122.19, "word": " نعمل", "probability": 0.9453125}, {"start": 122.19, "end": 122.29, "word": " ال", "probability": 0.89990234375}, {"start": 122.29, "end": 122.75, "word": " optimization", "probability": 0.94140625}, {"start": 122.75, "end": 123.03, "word": " هي", "probability": 0.5283203125}, {"start": 123.03, "end": 123.35, "word": " عملية", "probability": 0.9837239583333334}, {"start": 123.35, "end": 123.51, "word": " ال", "probability": 0.99072265625}, {"start": 123.51, "end": 124.05, "word": " W's", "probability": 0.4739990234375}, {"start": 124.05, "end": 125.01, "word": " W1", "probability": 0.718017578125}, {"start": 125.01, "end": 125.19, "word": " و", "probability": 0.51025390625}, {"start": 125.19, "end": 125.73, "word": " W2", "probability": 0.91259765625}, {"start": 125.73, "end": 126.41, "word": " ل", "probability": 0.85693359375}, {"start": 126.41, "end": 127.59, "word": " WN", "probability": 0.662109375}, {"start": 127.59, "end": 128.37, "word": " ل", "probability": 0.587890625}, {"start": 128.37, "end": 129.35, "word": " WN", "probability": 0.6568603515625}, {"start": 129.35, "end": 130.07, "word": " فمعنى", "probability": 0.9412109375}, {"start": 130.07, "end": 130.29, "word": " ذلك", "probability": 0.991455078125}, {"start": 130.29, "end": 130.87, "word": " مبدأيا", "probability": 0.79205322265625}, {"start": 130.87, "end": 131.37, "word": " هنحطهم", "probability": 0.815283203125}, {"start": 131.37, "end": 131.69, "word": " بشكل", "probability": 0.9798177083333334}, {"start": 131.69, "end": 132.05, "word": " randomly", "probability": 0.5087890625}, {"start": 132.05, "end": 132.27, "word": " زى", "probability": 0.746337890625}, {"start": 132.27, "end": 132.33, "word": " ما", "probability": 0.9697265625}, {"start": 132.33, "end": 132.61, "word": " قلنا", "probability": 0.7682291666666666}, {"start": 132.61, "end": 132.99, "word": " في", "probability": 0.783203125}, {"start": 132.99, "end": 133.39, "word": " محاضرتنا", "probability": 0.87783203125}, {"start": 133.39, "end": 133.89, "word": " السابقة", "probability": 0.9827473958333334}, {"start": 133.89, "end": 134.47, "word": " within", "probability": 0.92431640625}], "temperature": 1.0}, {"id": 7, "seek": 15022, "start": 135.62, "end": 150.22, "text": "the range minus 0.5 to 0.5 من سالب نص لنص ويمكن تحدثنا سابقا انه باستثناء يمكن الصفر احنا لن نفضر انه ايه تكون ال initialization هنا Zero Zero تحديدا Zero", "tokens": [3322, 3613, 3175, 1958, 13, 20, 281, 1958, 13, 20, 9154, 8608, 6027, 3555, 8717, 9381, 5296, 1863, 9381, 4032, 32640, 19452, 6055, 24401, 12984, 8315, 8608, 16758, 4587, 995, 16472, 3224, 4724, 995, 14851, 12984, 1863, 16606, 7251, 43020, 31767, 5172, 2288, 1975, 5016, 8315, 5296, 1863, 8717, 5172, 11242, 2288, 16472, 3224, 1975, 1829, 3224, 6055, 30544, 2423, 5883, 2144, 34105, 17182, 17182, 6055, 5016, 16254, 28259, 17182], "avg_logprob": -0.22865317237209265, "compression_ratio": 1.4233128834355828, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 135.62, "end": 135.86, "word": "the", "probability": 0.057891845703125}, {"start": 135.86, "end": 136.22, "word": " range", "probability": 0.873046875}, {"start": 136.22, "end": 137.0, "word": " minus", "probability": 0.1544189453125}, {"start": 137.0, "end": 137.4, "word": " 0", "probability": 0.67724609375}, {"start": 137.4, "end": 138.0, "word": ".5", "probability": 0.982666015625}, {"start": 138.0, "end": 138.3, "word": " to", "probability": 0.76025390625}, {"start": 138.3, "end": 138.48, "word": " 0", "probability": 0.96044921875}, {"start": 138.48, "end": 139.12, "word": ".5", "probability": 0.99365234375}, {"start": 139.12, "end": 139.68, "word": " من", "probability": 0.77001953125}, {"start": 139.68, "end": 140.32, "word": " سالب", "probability": 0.6951497395833334}, {"start": 140.32, "end": 140.58, "word": " نص", "probability": 0.985595703125}, {"start": 140.58, "end": 141.08, "word": " لنص", "probability": 0.947265625}, {"start": 141.08, "end": 141.68, "word": " ويمكن", "probability": 0.9108072916666666}, {"start": 141.68, "end": 142.28, "word": " تحدثنا", "probability": 0.97265625}, {"start": 142.28, "end": 143.22, "word": " سابقا", "probability": 0.9803466796875}, {"start": 143.22, "end": 144.52, "word": " انه", "probability": 0.6982421875}, {"start": 144.52, "end": 145.22, "word": " باستثناء", "probability": 0.955810546875}, {"start": 145.22, "end": 145.58, "word": " يمكن", "probability": 0.879150390625}, {"start": 145.58, "end": 145.98, "word": " الصفر", "probability": 0.9586588541666666}, {"start": 145.98, "end": 146.14, "word": " احنا", "probability": 0.9210611979166666}, {"start": 146.14, "end": 146.32, "word": " لن", "probability": 0.8232421875}, {"start": 146.32, "end": 146.68, "word": " نفضر", "probability": 0.78997802734375}, {"start": 146.68, "end": 146.94, "word": " انه", "probability": 0.885498046875}, {"start": 146.94, "end": 147.12, "word": " ايه", "probability": 0.7853190104166666}, {"start": 147.12, "end": 147.48, "word": " تكون", "probability": 0.86376953125}, {"start": 147.48, "end": 147.62, "word": " ال", "probability": 0.93212890625}, {"start": 147.62, "end": 148.28, "word": " initialization", "probability": 0.76904296875}, {"start": 148.28, "end": 148.56, "word": " هنا", "probability": 0.94091796875}, {"start": 148.56, "end": 149.0, "word": " Zero", "probability": 0.16943359375}, {"start": 149.0, "end": 149.48, "word": " Zero", "probability": 0.34130859375}, {"start": 149.48, "end": 149.96, "word": " تحديدا", "probability": 0.8251953125}, {"start": 149.96, "end": 150.22, "word": " Zero", "probability": 0.84765625}], "temperature": 1.0}, {"id": 8, "seek": 17193, "start": 150.93, "end": 171.93, "text": "لكن بتكون في هذا ال range وماتكونش برا لإنه بتعمل حاجة اسمها flattening بدنا إيش نتكلم عنها يمكن اللي بتوسع أكتر في ال neural network أو بياخدوا مساق خاص في ال neural network ممكن يصير كلام عن بعض ال .. ليش أنه من minus 0.5 ل 0.5 تحديدا لكن بالنسبالنا احنا هناخد هذا .. ناخدها معلومة مسلم فيها وخلاص", "tokens": [1211, 19452, 39894, 30544, 8978, 23758, 2423, 3613, 4032, 15042, 2655, 30544, 8592, 4724, 23557, 5296, 28814, 1863, 3224, 39894, 25957, 1211, 11331, 26108, 3660, 24525, 2304, 11296, 24183, 278, 47525, 8315, 11933, 1829, 8592, 8717, 2655, 4117, 19528, 18871, 11296, 7251, 43020, 13672, 1829, 39894, 41779, 3615, 5551, 4117, 2655, 2288, 8978, 2423, 18161, 3209, 34051, 4724, 1829, 47283, 3215, 14407, 47524, 995, 4587, 16490, 33546, 8978, 2423, 18161, 3209, 3714, 43020, 7251, 9381, 13546, 28242, 10943, 18871, 45030, 11242, 2423, 4386, 32239, 8592, 14739, 3224, 9154, 3175, 1958, 13, 20, 5296, 1958, 13, 20, 6055, 5016, 16254, 28259, 44381, 20666, 1863, 35457, 6027, 8315, 1975, 5016, 8315, 8032, 1863, 47283, 3215, 23758, 4386, 8717, 47283, 3215, 11296, 20449, 1211, 20498, 3660, 47524, 19528, 8978, 11296, 4032, 9778, 1211, 33546], "avg_logprob": -0.16240530878756987, "compression_ratio": 1.7472924187725631, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 150.93, "end": 151.39, "word": "لكن", "probability": 0.790771484375}, {"start": 151.39, "end": 151.75, "word": " بتكون", "probability": 0.822998046875}, {"start": 151.75, "end": 151.89, "word": " في", "probability": 0.87255859375}, {"start": 151.89, "end": 152.13, "word": " هذا", "probability": 0.93310546875}, {"start": 152.13, "end": 152.39, "word": " ال", "probability": 0.95849609375}, {"start": 152.39, "end": 152.65, "word": " range", "probability": 0.900390625}, {"start": 152.65, "end": 153.19, "word": " وماتكونش", "probability": 0.728564453125}, {"start": 153.19, "end": 153.47, "word": " برا", "probability": 0.862060546875}, {"start": 153.47, "end": 153.75, "word": " لإنه", "probability": 0.830810546875}, {"start": 153.75, "end": 153.99, "word": " بتعمل", "probability": 0.9713541666666666}, {"start": 153.99, "end": 154.19, "word": " حاجة", "probability": 0.9739583333333334}, {"start": 154.19, "end": 154.39, "word": " اسمها", "probability": 0.74755859375}, {"start": 154.39, "end": 154.79, "word": " flattening", "probability": 0.4398193359375}, {"start": 154.79, "end": 155.09, "word": " بدنا", "probability": 0.704833984375}, {"start": 155.09, "end": 155.17, "word": " إيش", "probability": 0.6944986979166666}, {"start": 155.17, "end": 155.45, "word": " نتكلم", "probability": 0.9835205078125}, {"start": 155.45, "end": 155.77, "word": " عنها", "probability": 0.99560546875}, {"start": 155.77, "end": 156.71, "word": " يمكن", "probability": 0.817138671875}, {"start": 156.71, "end": 157.03, "word": " اللي", "probability": 0.9609375}, {"start": 157.03, "end": 158.69, "word": " بتوسع", "probability": 0.7975260416666666}, {"start": 158.69, "end": 158.99, "word": " أكتر", "probability": 0.85931396484375}, {"start": 158.99, "end": 159.13, "word": " في", "probability": 0.9697265625}, {"start": 159.13, "end": 159.19, "word": " ال", "probability": 0.86767578125}, {"start": 159.19, "end": 159.39, "word": " neural", "probability": 0.91455078125}, {"start": 159.39, "end": 159.75, "word": " network", "probability": 0.97119140625}, {"start": 159.75, "end": 159.87, "word": " أو", "probability": 0.830078125}, {"start": 159.87, "end": 160.17, "word": " بياخدوا", "probability": 0.9689453125}, {"start": 160.17, "end": 160.51, "word": " مساق", "probability": 0.8935546875}, {"start": 160.51, "end": 161.03, "word": " خاص", "probability": 0.982421875}, {"start": 161.03, "end": 161.15, "word": " في", "probability": 0.609375}, {"start": 161.15, "end": 161.23, "word": " ال", "probability": 0.91748046875}, {"start": 161.23, "end": 161.43, "word": " neural", "probability": 0.95947265625}, {"start": 161.43, "end": 161.91, "word": " network", "probability": 0.9853515625}, {"start": 161.91, "end": 162.55, "word": " ممكن", "probability": 0.979736328125}, {"start": 162.55, "end": 163.67, "word": " يصير", "probability": 0.97265625}, {"start": 163.67, "end": 163.97, "word": " كلام", "probability": 0.986328125}, {"start": 163.97, "end": 164.11, "word": " عن", "probability": 0.9892578125}, {"start": 164.11, "end": 164.39, "word": " بعض", "probability": 0.957763671875}, {"start": 164.39, "end": 164.53, "word": " ال", "probability": 0.46875}, {"start": 164.53, "end": 164.83, "word": " ..", "probability": 0.82470703125}, {"start": 164.83, "end": 165.17, "word": " ليش", "probability": 0.890625}, {"start": 165.17, "end": 165.39, "word": " أنه", "probability": 0.6689453125}, {"start": 165.39, "end": 165.49, "word": " من", "probability": 0.97509765625}, {"start": 165.49, "end": 165.89, "word": " minus", "probability": 0.460693359375}, {"start": 165.89, "end": 166.37, "word": " 0", "probability": 0.662109375}, {"start": 166.37, "end": 166.87, "word": ".5", "probability": 0.99267578125}, {"start": 166.87, "end": 167.01, "word": " ل", "probability": 0.89404296875}, {"start": 167.01, "end": 167.21, "word": " 0", "probability": 0.763671875}, {"start": 167.21, "end": 167.57, "word": ".5", "probability": 0.997314453125}, {"start": 167.57, "end": 168.13, "word": " تحديدا", "probability": 0.9263916015625}, {"start": 168.13, "end": 168.59, "word": " لكن", "probability": 0.444580078125}, {"start": 168.59, "end": 169.09, "word": " بالنسبالنا", "probability": 0.94814453125}, {"start": 169.09, "end": 169.23, "word": " احنا", "probability": 0.8134765625}, {"start": 169.23, "end": 169.63, "word": " هناخد", "probability": 0.9166259765625}, {"start": 169.63, "end": 169.89, "word": " هذا", "probability": 0.53173828125}, {"start": 169.89, "end": 170.05, "word": " ..", "probability": 0.83056640625}, {"start": 170.05, "end": 170.43, "word": " ناخدها", "probability": 0.9366455078125}, {"start": 170.43, "end": 170.89, "word": " معلومة", "probability": 0.993408203125}, {"start": 170.89, "end": 171.29, "word": " مسلم", "probability": 0.886962890625}, {"start": 171.29, "end": 171.55, "word": " فيها", "probability": 0.817138671875}, {"start": 171.55, "end": 171.93, "word": " وخلاص", "probability": 0.888427734375}], "temperature": 1.0}, {"id": 9, "seek": 20175, "start": 172.41, "end": 201.75, "text": "طيب، إذا كان الـError، وهذا تكلمنا عنه سابقًا، موجب، معناه ذلك إن أنا محتاج أزود قيمة الـOutput، إذا كانت قيمتها Negative، محتاج أقلل قيمة الـOutput، اتحدثنا عن هذا الموضوع المرة السابقة وشرحناها بتوسع. الآن، خلصنا مجموعة الـWeights اللي حطيناها بشكل عشوائي، بنعمل Activation لمين؟ لـNeural Network نفسها، للـPerceptron نفسه، إيش يعني؟ يعني الـWeights اللي أنا افترضتهم فرضيا من عندي، بعطيهم أول Input، وبشوف الـOutput،", "tokens": [9566, 1829, 3555, 12399, 11933, 15730, 25961, 2423, 39184, 28135, 2874, 12399, 37037, 15730, 6055, 4117, 19528, 8315, 18871, 3224, 8608, 16758, 4587, 14111, 995, 12399, 3714, 29245, 3555, 12399, 20449, 8315, 3224, 29910, 23275, 36145, 41850, 3714, 33753, 26108, 5551, 11622, 23328, 12174, 32640, 3660, 2423, 39184, 28353, 2582, 12399, 11933, 15730, 25961, 2655, 12174, 32640, 2655, 11296, 43230, 12399, 3714, 33753, 26108, 5551, 4587, 1211, 1211, 12174, 32640, 3660, 2423, 39184, 28353, 2582, 12399, 1975, 2655, 24401, 12984, 8315, 18871, 23758, 9673, 2407, 11242, 45367, 9673, 25720, 21136, 16758, 28671, 4032, 46309, 5016, 8315, 11296, 39894, 41779, 3615, 13, 6024, 48506, 12399, 16490, 1211, 9381, 8315, 3714, 7435, 2304, 2407, 27884, 2423, 39184, 4360, 5761, 13672, 1829, 11331, 9566, 1829, 8315, 11296, 4724, 8592, 28820, 6225, 8592, 2407, 16373, 1829, 12399, 44945, 25957, 1211, 28550, 399, 32767, 9957, 22807, 5296, 39184, 15496, 1807, 12640, 8717, 36178, 11296, 12399, 24976, 39184, 23232, 1336, 2044, 8717, 36178, 3224, 12399, 11933, 1829, 8592, 37495, 22653, 22807, 37495, 22653, 2423, 39184, 4360, 5761, 13672, 1829, 41850, 1975, 5172, 2655, 43042, 2655, 16095, 6156, 43042, 25528, 9154, 18871, 16254, 12399, 4724, 3615, 9566, 1829, 16095, 5551, 12610, 682, 2582, 12399, 46599, 8592, 38688, 2423, 39184, 28353, 2582, 12399], "avg_logprob": -0.10907160172474037, "compression_ratio": 1.88283378746594, "no_speech_prob": 3.039836883544922e-06, "words": [{"start": 172.41, "end": 173.11, "word": "طيب،", "probability": 0.847900390625}, {"start": 173.11, "end": 173.35, "word": " إذا", "probability": 0.9638671875}, {"start": 173.35, "end": 173.55, "word": " كان", "probability": 0.9970703125}, {"start": 173.55, "end": 174.17, "word": " الـError،", "probability": 0.77314453125}, {"start": 174.17, "end": 174.37, "word": " وهذا", "probability": 0.720947265625}, {"start": 174.37, "end": 174.85, "word": " تكلمنا", "probability": 0.9393310546875}, {"start": 174.85, "end": 175.01, "word": " عنه", "probability": 0.98974609375}, {"start": 175.01, "end": 175.53, "word": " سابقًا،", "probability": 0.908203125}, {"start": 175.53, "end": 176.07, "word": " موجب،", "probability": 0.8712158203125}, {"start": 176.07, "end": 176.29, "word": " معناه", "probability": 0.7615559895833334}, {"start": 176.29, "end": 176.43, "word": " ذلك", "probability": 0.9638671875}, {"start": 176.43, "end": 176.55, "word": " إن", "probability": 0.81103515625}, {"start": 176.55, "end": 176.67, "word": " أنا", "probability": 0.9423828125}, {"start": 176.67, "end": 177.15, "word": " محتاج", "probability": 0.9903971354166666}, {"start": 177.15, "end": 177.81, "word": " أزود", "probability": 0.9534505208333334}, {"start": 177.81, "end": 178.59, "word": " قيمة", "probability": 0.9972330729166666}, {"start": 178.59, "end": 179.21, "word": " الـOutput،", "probability": 0.84326171875}, {"start": 179.21, "end": 179.55, "word": " إذا", "probability": 0.9755859375}, {"start": 179.55, "end": 179.85, "word": " كانت", "probability": 0.97607421875}, {"start": 179.85, "end": 180.17, "word": " قيمتها", "probability": 0.99853515625}, {"start": 180.17, "end": 180.67, "word": " Negative،", "probability": 0.72412109375}, {"start": 180.67, "end": 181.05, "word": " محتاج", "probability": 0.99169921875}, {"start": 181.05, "end": 181.45, "word": " أقلل", "probability": 0.9249267578125}, {"start": 181.45, "end": 181.79, "word": " قيمة", "probability": 0.99755859375}, {"start": 181.79, "end": 182.55, "word": " الـOutput،", "probability": 0.9853515625}, {"start": 182.55, "end": 183.03, "word": " اتحدثنا", "probability": 0.85927734375}, {"start": 183.03, "end": 183.13, "word": " عن", "probability": 0.98388671875}, {"start": 183.13, "end": 183.29, "word": " هذا", "probability": 0.9765625}, {"start": 183.29, "end": 183.63, "word": " الموضوع", "probability": 0.9990234375}, {"start": 183.63, "end": 184.03, "word": " المرة", "probability": 0.95654296875}, {"start": 184.03, "end": 184.83, "word": " السابقة", "probability": 0.990234375}, {"start": 184.83, "end": 185.37, "word": " وشرحناها", "probability": 0.89267578125}, {"start": 185.37, "end": 185.85, "word": " بتوسع.", "probability": 0.8771158854166666}, {"start": 186.33, "end": 187.09, "word": " الآن،", "probability": 0.7828776041666666}, {"start": 187.09, "end": 187.67, "word": " خلصنا", "probability": 0.94970703125}, {"start": 187.67, "end": 188.27, "word": " مجموعة", "probability": 0.94345703125}, {"start": 188.27, "end": 188.65, "word": " الـWeights", "probability": 0.87890625}, {"start": 188.65, "end": 188.95, "word": " اللي", "probability": 0.956298828125}, {"start": 188.95, "end": 189.37, "word": " حطيناها", "probability": 0.89375}, {"start": 189.37, "end": 189.67, "word": " بشكل", "probability": 0.9635416666666666}, {"start": 189.67, "end": 190.57, "word": " عشوائي،", "probability": 0.9879557291666666}, {"start": 190.57, "end": 190.91, "word": " بنعمل", "probability": 0.9498697916666666}, {"start": 190.91, "end": 191.47, "word": " Activation", "probability": 0.761962890625}, {"start": 191.47, "end": 192.05, "word": " لمين؟", "probability": 0.9070638020833334}, {"start": 192.05, "end": 192.51, "word": " لـNeural", "probability": 0.812744140625}, {"start": 192.51, "end": 192.97, "word": " Network", "probability": 0.94677734375}, {"start": 192.97, "end": 193.49, "word": " نفسها،", "probability": 0.994873046875}, {"start": 193.49, "end": 194.19, "word": " للـPerceptron", "probability": 0.83310546875}, {"start": 194.19, "end": 194.81, "word": " نفسه،", "probability": 0.95947265625}, {"start": 194.81, "end": 195.05, "word": " إيش", "probability": 0.9215494791666666}, {"start": 195.05, "end": 195.51, "word": " يعني؟", "probability": 0.9723307291666666}, {"start": 195.51, "end": 195.81, "word": " يعني", "probability": 0.975341796875}, {"start": 195.81, "end": 196.27, "word": " الـWeights", "probability": 0.98046875}, {"start": 196.27, "end": 196.43, "word": " اللي", "probability": 0.992431640625}, {"start": 196.43, "end": 196.55, "word": " أنا", "probability": 0.71533203125}, {"start": 196.55, "end": 197.01, "word": " افترضتهم", "probability": 0.9498697916666666}, {"start": 197.01, "end": 197.53, "word": " فرضيا", "probability": 0.8863932291666666}, {"start": 197.53, "end": 197.69, "word": " من", "probability": 0.90966796875}, {"start": 197.69, "end": 198.59, "word": " عندي،", "probability": 0.78076171875}, {"start": 198.59, "end": 199.05, "word": " بعطيهم", "probability": 0.89853515625}, {"start": 199.05, "end": 199.27, "word": " أول", "probability": 0.9755859375}, {"start": 199.27, "end": 200.65, "word": " Input،", "probability": 0.7705078125}, {"start": 200.65, "end": 201.05, "word": " وبشوف", "probability": 0.8387044270833334}, {"start": 201.05, "end": 201.75, "word": " الـOutput،", "probability": 0.95888671875}], "temperature": 1.0}, {"id": 10, "seek": 22067, "start": 202.75, "end": 220.67, "text": "تاني input والا output يعني بنبدأ انفعل ان نشط ال neural network هذه فبنعمل activation لل perceptron ان انا بعمل applying لمين لل inputs x1 x2 x3 to xn كلهم هدولة بندخلهم عشان نحصل على", "tokens": [2655, 7649, 1829, 4846, 16070, 995, 5598, 37495, 22653, 44945, 44510, 10721, 16472, 5172, 30241, 16472, 8717, 8592, 9566, 2423, 18161, 3209, 29538, 6156, 3555, 1863, 25957, 1211, 24433, 24976, 43276, 2044, 16472, 1975, 8315, 4724, 25957, 1211, 9275, 32767, 9957, 24976, 15743, 2031, 16, 2031, 17, 2031, 18, 281, 2031, 77, 28242, 16095, 8032, 3215, 12610, 3660, 44945, 3215, 9778, 1211, 16095, 6225, 8592, 7649, 8717, 5016, 36520, 15844], "avg_logprob": -0.2871918930134303, "compression_ratio": 1.4148936170212767, "no_speech_prob": 6.9141387939453125e-06, "words": [{"start": 202.75, "end": 203.09, "word": "تاني", "probability": 0.6858723958333334}, {"start": 203.09, "end": 203.37, "word": " input", "probability": 0.935546875}, {"start": 203.37, "end": 203.65, "word": " والا", "probability": 0.369140625}, {"start": 203.65, "end": 203.89, "word": " output", "probability": 0.77392578125}, {"start": 203.89, "end": 204.31, "word": " يعني", "probability": 0.790771484375}, {"start": 204.31, "end": 205.31, "word": " بنبدأ", "probability": 0.9108072916666666}, {"start": 205.31, "end": 205.93, "word": " انفعل", "probability": 0.7197265625}, {"start": 205.93, "end": 206.29, "word": " ان", "probability": 0.347412109375}, {"start": 206.29, "end": 207.15, "word": " نشط", "probability": 0.75634765625}, {"start": 207.15, "end": 207.59, "word": " ال", "probability": 0.59619140625}, {"start": 207.59, "end": 207.83, "word": " neural", "probability": 0.86328125}, {"start": 207.83, "end": 208.27, "word": " network", "probability": 0.96044921875}, {"start": 208.27, "end": 208.47, "word": " هذه", "probability": 0.6025390625}, {"start": 208.47, "end": 208.97, "word": " فبنعمل", "probability": 0.91181640625}, {"start": 208.97, "end": 209.43, "word": " activation", "probability": 0.95751953125}, {"start": 209.43, "end": 209.67, "word": " لل", "probability": 0.76953125}, {"start": 209.67, "end": 210.27, "word": " perceptron", "probability": 0.684814453125}, {"start": 210.27, "end": 210.69, "word": " ان", "probability": 0.525390625}, {"start": 210.69, "end": 210.83, "word": " انا", "probability": 0.86376953125}, {"start": 210.83, "end": 211.13, "word": " بعمل", "probability": 0.9562174479166666}, {"start": 211.13, "end": 211.57, "word": " applying", "probability": 0.88525390625}, {"start": 211.57, "end": 211.97, "word": " لمين", "probability": 0.630615234375}, {"start": 211.97, "end": 212.13, "word": " لل", "probability": 0.921875}, {"start": 212.13, "end": 212.51, "word": " inputs", "probability": 0.7890625}, {"start": 212.51, "end": 213.37, "word": " x1", "probability": 0.65869140625}, {"start": 213.37, "end": 213.97, "word": " x2", "probability": 0.7132568359375}, {"start": 213.97, "end": 214.41, "word": " x3", "probability": 0.953125}, {"start": 214.41, "end": 214.59, "word": " to", "probability": 0.56640625}, {"start": 214.59, "end": 215.47, "word": " xn", "probability": 0.948486328125}, {"start": 215.47, "end": 218.51, "word": " كلهم", "probability": 0.453857421875}, {"start": 218.51, "end": 218.75, "word": " هدولة", "probability": 0.69677734375}, {"start": 218.75, "end": 219.59, "word": " بندخلهم", "probability": 0.92119140625}, {"start": 219.59, "end": 220.07, "word": " عشان", "probability": 0.9827473958333334}, {"start": 220.07, "end": 220.41, "word": " نحصل", "probability": 0.99169921875}, {"start": 220.41, "end": 220.67, "word": " على", "probability": 0.9228515625}], "temperature": 1.0}, {"id": 11, "seek": 23613, "start": 221.77, "end": 236.13, "text": "الـ Y وانقارنه بالـ desired output الـ Y دي أو desired في أنوة في المرحلة P قلنا لإن أنا متوقع جدا إنه حيكون في عندي مراحل جداش عددهم بعرفش", "tokens": [6027, 39184, 398, 4032, 7649, 4587, 9640, 1863, 3224, 20666, 39184, 14721, 5598, 2423, 39184, 398, 11778, 1829, 34051, 14721, 8978, 14739, 2407, 3660, 8978, 9673, 2288, 5016, 37977, 430, 12174, 1211, 8315, 5296, 28814, 1863, 41850, 44650, 30543, 3615, 10874, 28259, 36145, 3224, 11331, 1829, 30544, 8978, 18871, 16254, 3714, 23557, 5016, 1211, 10874, 3215, 33599, 6225, 3215, 3215, 16095, 45030, 28480, 8592], "avg_logprob": -0.2550480769230769, "compression_ratio": 1.493421052631579, "no_speech_prob": 2.2649765014648438e-06, "words": [{"start": 221.77, "end": 222.21, "word": "الـ", "probability": 0.5965576171875}, {"start": 222.21, "end": 222.49, "word": " Y", "probability": 0.436279296875}, {"start": 222.49, "end": 223.77, "word": " وانقارنه", "probability": 0.8246256510416666}, {"start": 223.77, "end": 224.03, "word": " بالـ", "probability": 0.885009765625}, {"start": 224.03, "end": 224.35, "word": " desired", "probability": 0.53076171875}, {"start": 224.35, "end": 224.89, "word": " output", "probability": 0.98876953125}, {"start": 224.89, "end": 225.41, "word": " الـ", "probability": 0.7607421875}, {"start": 225.41, "end": 225.61, "word": " Y", "probability": 0.6962890625}, {"start": 225.61, "end": 226.25, "word": " دي", "probability": 0.6409912109375}, {"start": 226.25, "end": 226.51, "word": " أو", "probability": 0.47216796875}, {"start": 226.51, "end": 227.03, "word": " desired", "probability": 0.701171875}, {"start": 227.03, "end": 227.59, "word": " في", "probability": 0.8349609375}, {"start": 227.59, "end": 228.05, "word": " أنوة", "probability": 0.5598958333333334}, {"start": 228.05, "end": 228.79, "word": " في", "probability": 0.94580078125}, {"start": 228.79, "end": 229.69, "word": " المرحلة", "probability": 0.98193359375}, {"start": 229.69, "end": 230.07, "word": " P", "probability": 0.95556640625}, {"start": 230.07, "end": 230.87, "word": " قلنا", "probability": 0.8494466145833334}, {"start": 230.87, "end": 231.21, "word": " لإن", "probability": 0.7706705729166666}, {"start": 231.21, "end": 231.43, "word": " أنا", "probability": 0.66162109375}, {"start": 231.43, "end": 232.59, "word": " متوقع", "probability": 0.9803059895833334}, {"start": 232.59, "end": 232.95, "word": " جدا", "probability": 0.981201171875}, {"start": 232.95, "end": 233.27, "word": " إنه", "probability": 0.5496826171875}, {"start": 233.27, "end": 233.45, "word": " حيكون", "probability": 0.7679036458333334}, {"start": 233.45, "end": 233.57, "word": " في", "probability": 0.92919921875}, {"start": 233.57, "end": 233.73, "word": " عندي", "probability": 0.903076171875}, {"start": 233.73, "end": 234.27, "word": " مراحل", "probability": 0.95849609375}, {"start": 234.27, "end": 235.09, "word": " جداش", "probability": 0.6124674479166666}, {"start": 235.09, "end": 235.59, "word": " عددهم", "probability": 0.9842529296875}, {"start": 235.59, "end": 236.13, "word": " بعرفش", "probability": 0.8523763020833334}], "temperature": 1.0}, {"id": 12, "seek": 26068, "start": 236.82, "end": 260.68, "text": "كل تطبيق له عدد المراحل المختلفة إذا كان التطبيق بسيط يعني ممكن يكون بالمئات أحياناً أما تطبيق كبير يمكن أحياناً بعشرات أو مئات الألوف من ال iterations إذا كان التطبيق ضخم وكبير وندخل فيه في ال deep learning مثلا باستخدام ال neural network لأ ممكن يصل لقيم كبيرة جدا من مجموعة ال iterations هذه تمام فإذا أنا عند ال iteration", "tokens": [28820, 6055, 9566, 21292, 4587, 46740, 6225, 3215, 3215, 9673, 23557, 5016, 1211, 9673, 46456, 46538, 3660, 11933, 15730, 25961, 16712, 9566, 21292, 4587, 4724, 3794, 1829, 9566, 37495, 22653, 3714, 43020, 7251, 30544, 20666, 2304, 19986, 9307, 5551, 5016, 1829, 7649, 995, 14111, 5551, 15042, 6055, 9566, 21292, 4587, 9122, 3555, 13546, 7251, 43020, 5551, 5016, 1829, 7649, 995, 14111, 45030, 46309, 9307, 34051, 3714, 19986, 9307, 16247, 1211, 38688, 9154, 2423, 36540, 11933, 15730, 25961, 16712, 9566, 21292, 4587, 48812, 9778, 2304, 4032, 4117, 3555, 13546, 4032, 1863, 3215, 9778, 1211, 8978, 3224, 8978, 2423, 2452, 2539, 50113, 15040, 4724, 995, 14851, 9778, 3215, 10943, 2423, 18161, 3209, 5296, 10721, 3714, 43020, 7251, 36520, 5296, 4587, 32640, 9122, 3555, 48923, 10874, 28259, 9154, 3714, 7435, 2304, 2407, 27884, 2423, 36540, 29538, 46811, 10943, 6156, 28814, 15730, 41850, 43242, 2423, 24784], "avg_logprob": -0.11800699196495376, "compression_ratio": 1.9316546762589928, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 236.82, "end": 237.06, "word": "كل", "probability": 0.91845703125}, {"start": 237.06, "end": 237.44, "word": " تطبيق", "probability": 0.9912109375}, {"start": 237.44, "end": 237.68, "word": " له", "probability": 0.50830078125}, {"start": 237.68, "end": 238.56, "word": " عدد", "probability": 0.9762369791666666}, {"start": 238.56, "end": 238.96, "word": " المراحل", "probability": 0.907958984375}, {"start": 238.96, "end": 239.58, "word": " المختلفة", "probability": 0.9932861328125}, {"start": 239.58, "end": 239.92, "word": " إذا", "probability": 0.7022705078125}, {"start": 239.92, "end": 240.12, "word": " كان", "probability": 0.9951171875}, {"start": 240.12, "end": 240.48, "word": " التطبيق", "probability": 0.968505859375}, {"start": 240.48, "end": 240.88, "word": " بسيط", "probability": 0.9964599609375}, {"start": 240.88, "end": 241.1, "word": " يعني", "probability": 0.931396484375}, {"start": 241.1, "end": 241.34, "word": " ممكن", "probability": 0.7763671875}, {"start": 241.34, "end": 241.54, "word": " يكون", "probability": 0.988525390625}, {"start": 241.54, "end": 242.06, "word": " بالمئات", "probability": 0.8768310546875}, {"start": 242.06, "end": 242.72, "word": " أحياناً", "probability": 0.871337890625}, {"start": 242.72, "end": 243.28, "word": " أما", "probability": 0.94775390625}, {"start": 243.28, "end": 243.66, "word": " تطبيق", "probability": 0.9862060546875}, {"start": 243.66, "end": 244.02, "word": " كبير", "probability": 0.99658203125}, {"start": 244.02, "end": 244.38, "word": " يمكن", "probability": 0.9482421875}, {"start": 244.38, "end": 244.72, "word": " أحياناً", "probability": 0.904052734375}, {"start": 244.72, "end": 245.18, "word": " بعشرات", "probability": 0.8953450520833334}, {"start": 245.18, "end": 245.28, "word": " أو", "probability": 0.98583984375}, {"start": 245.28, "end": 245.52, "word": " مئات", "probability": 0.9256184895833334}, {"start": 245.52, "end": 245.92, "word": " الألوف", "probability": 0.776611328125}, {"start": 245.92, "end": 246.1, "word": " من", "probability": 0.99072265625}, {"start": 246.1, "end": 246.2, "word": " ال", "probability": 0.830078125}, {"start": 246.2, "end": 246.58, "word": " iterations", "probability": 0.80517578125}, {"start": 246.58, "end": 247.3, "word": " إذا", "probability": 0.91064453125}, {"start": 247.3, "end": 247.46, "word": " كان", "probability": 0.99462890625}, {"start": 247.46, "end": 247.92, "word": " التطبيق", "probability": 0.966552734375}, {"start": 247.92, "end": 248.36, "word": " ضخم", "probability": 0.9871419270833334}, {"start": 248.36, "end": 248.86, "word": " وكبير", "probability": 0.962890625}, {"start": 248.86, "end": 249.8, "word": " وندخل", "probability": 0.809716796875}, {"start": 249.8, "end": 250.04, "word": " فيه", "probability": 0.882568359375}, {"start": 250.04, "end": 250.24, "word": " في", "probability": 0.40869140625}, {"start": 250.24, "end": 250.42, "word": " ال", "probability": 0.91455078125}, {"start": 250.42, "end": 250.64, "word": " deep", "probability": 0.53515625}, {"start": 250.64, "end": 251.04, "word": " learning", "probability": 0.95263671875}, {"start": 251.04, "end": 251.48, "word": " مثلا", "probability": 0.976806640625}, {"start": 251.48, "end": 252.72, "word": " باستخدام", "probability": 0.8941243489583334}, {"start": 252.72, "end": 252.8, "word": " ال", "probability": 0.8740234375}, {"start": 252.8, "end": 252.96, "word": " neural", "probability": 0.734375}, {"start": 252.96, "end": 253.38, "word": " network", "probability": 0.96240234375}, {"start": 253.38, "end": 253.84, "word": " لأ", "probability": 0.919189453125}, {"start": 253.84, "end": 254.1, "word": " ممكن", "probability": 0.943603515625}, {"start": 254.1, "end": 254.44, "word": " يصل", "probability": 0.913818359375}, {"start": 254.44, "end": 255.26, "word": " لقيم", "probability": 0.8831380208333334}, {"start": 255.26, "end": 255.64, "word": " كبيرة", "probability": 0.9918619791666666}, {"start": 255.64, "end": 255.88, "word": " جدا", "probability": 0.989501953125}, {"start": 255.88, "end": 256.06, "word": " من", "probability": 0.86474609375}, {"start": 256.06, "end": 256.5, "word": " مجموعة", "probability": 0.93798828125}, {"start": 256.5, "end": 256.6, "word": " ال", "probability": 0.96875}, {"start": 256.6, "end": 256.94, "word": " iterations", "probability": 0.9482421875}, {"start": 256.94, "end": 257.34, "word": " هذه", "probability": 0.81591796875}, {"start": 257.34, "end": 258.96, "word": " تمام", "probability": 0.837890625}, {"start": 258.96, "end": 259.68, "word": " فإذا", "probability": 0.90087890625}, {"start": 259.68, "end": 260.06, "word": " أنا", "probability": 0.80810546875}, {"start": 260.06, "end": 260.26, "word": " عند", "probability": 0.9501953125}, {"start": 260.26, "end": 260.36, "word": " ال", "probability": 0.99072265625}, {"start": 260.36, "end": 260.68, "word": " iteration", "probability": 0.49853515625}], "temperature": 1.0}, {"id": 13, "seek": 28576, "start": 261.66, "end": 285.76, "text": "P وهذه من واحد لcapital P مثلا احنا بدنا نكون برضه محددينها limit لإمتى يظل يتعلم ال Y هذه هتكون عبارة عن ال step ليش ال step لأنه هتكون في summation زي ما اتفجنا وبيكون في activation function فاحنا هنستخدم ال step function فال step function هذه هي فعليا لمين هي step function هطبقها على ال summation", "tokens": [47, 37037, 24192, 9154, 36764, 24401, 5296, 9485, 1686, 430, 50113, 15040, 1975, 5016, 8315, 47525, 8315, 8717, 30544, 4724, 43042, 3224, 3714, 24401, 3215, 9957, 11296, 4948, 5296, 28814, 2304, 49975, 7251, 19913, 1211, 7251, 2655, 3615, 19528, 2423, 398, 29538, 8032, 2655, 30544, 6225, 3555, 9640, 3660, 18871, 2423, 1823, 32239, 8592, 2423, 1823, 5296, 33456, 3224, 8032, 2655, 30544, 8978, 28811, 30767, 1829, 19446, 1975, 2655, 5172, 7435, 8315, 4032, 21292, 30544, 8978, 24433, 2445, 6156, 39319, 8315, 8032, 1863, 14851, 9778, 40448, 2423, 1823, 2445, 6156, 6027, 1823, 2445, 29538, 39896, 6156, 3615, 20292, 995, 32767, 9957, 39896, 1823, 2445, 8032, 9566, 3555, 4587, 11296, 15844, 2423, 28811], "avg_logprob": -0.2162610640568016, "compression_ratio": 1.8708333333333333, "no_speech_prob": 1.8477439880371094e-06, "words": [{"start": 261.66, "end": 262.0, "word": "P", "probability": 0.69384765625}, {"start": 262.0, "end": 262.84, "word": " وهذه", "probability": 0.431640625}, {"start": 262.84, "end": 262.98, "word": " من", "probability": 0.83984375}, {"start": 262.98, "end": 263.34, "word": " واحد", "probability": 0.9248046875}, {"start": 263.34, "end": 263.88, "word": " لcapital", "probability": 0.6781412760416666}, {"start": 263.88, "end": 264.0, "word": " P", "probability": 0.90478515625}, {"start": 264.0, "end": 264.3, "word": " مثلا", "probability": 0.941162109375}, {"start": 264.3, "end": 264.5, "word": " احنا", "probability": 0.77392578125}, {"start": 264.5, "end": 264.84, "word": " بدنا", "probability": 0.60205078125}, {"start": 264.84, "end": 264.98, "word": " نكون", "probability": 0.9658203125}, {"start": 264.98, "end": 265.16, "word": " برضه", "probability": 0.7627766927083334}, {"start": 265.16, "end": 265.8, "word": " محددينها", "probability": 0.9791015625}, {"start": 265.8, "end": 266.64, "word": " limit", "probability": 0.92919921875}, {"start": 266.64, "end": 267.22, "word": " لإمتى", "probability": 0.690185546875}, {"start": 267.22, "end": 267.5, "word": " يظل", "probability": 0.7928059895833334}, {"start": 267.5, "end": 267.94, "word": " يتعلم", "probability": 0.9903564453125}, {"start": 267.94, "end": 268.68, "word": " ال", "probability": 0.98291015625}, {"start": 268.68, "end": 269.02, "word": " Y", "probability": 0.424560546875}, {"start": 269.02, "end": 269.18, "word": " هذه", "probability": 0.196044921875}, {"start": 269.18, "end": 269.48, "word": " هتكون", "probability": 0.84619140625}, {"start": 269.48, "end": 269.8, "word": " عبارة", "probability": 0.96044921875}, {"start": 269.8, "end": 269.98, "word": " عن", "probability": 0.99609375}, {"start": 269.98, "end": 270.12, "word": " ال", "probability": 0.7080078125}, {"start": 270.12, "end": 270.54, "word": " step", "probability": 0.75390625}, {"start": 270.54, "end": 271.74, "word": " ليش", "probability": 0.858154296875}, {"start": 271.74, "end": 271.84, "word": " ال", "probability": 0.853515625}, {"start": 271.84, "end": 272.14, "word": " step", "probability": 0.96875}, {"start": 272.14, "end": 272.82, "word": " لأنه", "probability": 0.7262369791666666}, {"start": 272.82, "end": 273.22, "word": " هتكون", "probability": 0.8444010416666666}, {"start": 273.22, "end": 273.34, "word": " في", "probability": 0.9052734375}, {"start": 273.34, "end": 273.82, "word": " summation", "probability": 0.50732421875}, {"start": 273.82, "end": 274.1, "word": " زي", "probability": 0.971435546875}, {"start": 274.1, "end": 274.18, "word": " ما", "probability": 0.9833984375}, {"start": 274.18, "end": 274.6, "word": " اتفجنا", "probability": 0.89814453125}, {"start": 274.6, "end": 275.4, "word": " وبيكون", "probability": 0.87109375}, {"start": 275.4, "end": 275.62, "word": " في", "probability": 0.97216796875}, {"start": 275.62, "end": 276.14, "word": " activation", "probability": 0.96044921875}, {"start": 276.14, "end": 276.58, "word": " function", "probability": 0.97021484375}, {"start": 276.58, "end": 276.84, "word": " فاحنا", "probability": 0.7390950520833334}, {"start": 276.84, "end": 277.38, "word": " هنستخدم", "probability": 0.9703125}, {"start": 277.38, "end": 278.06, "word": " ال", "probability": 0.73681640625}, {"start": 278.06, "end": 278.46, "word": " step", "probability": 0.94921875}, {"start": 278.46, "end": 279.0, "word": " function", "probability": 0.94970703125}, {"start": 279.0, "end": 279.64, "word": " فال", "probability": 0.904296875}, {"start": 279.64, "end": 279.82, "word": " step", "probability": 0.79052734375}, {"start": 279.82, "end": 280.18, "word": " function", "probability": 0.95166015625}, {"start": 280.18, "end": 280.6, "word": " هذه", "probability": 0.8154296875}, {"start": 280.6, "end": 281.36, "word": " هي", "probability": 0.8662109375}, {"start": 281.36, "end": 281.72, "word": " فعليا", "probability": 0.8656005859375}, {"start": 281.72, "end": 282.08, "word": " لمين", "probability": 0.886962890625}, {"start": 282.08, "end": 282.56, "word": " هي", "probability": 0.492919921875}, {"start": 282.56, "end": 282.98, "word": " step", "probability": 0.96044921875}, {"start": 282.98, "end": 283.58, "word": " function", "probability": 0.9560546875}, {"start": 283.58, "end": 284.32, "word": " هطبقها", "probability": 0.903515625}, {"start": 284.32, "end": 284.92, "word": " على", "probability": 0.921875}, {"start": 284.92, "end": 285.24, "word": " ال", "probability": 0.9189453125}, {"start": 285.24, "end": 285.76, "word": " summation", "probability": 0.966796875}], "temperature": 1.0}, {"id": 14, "seek": 29345, "start": 286.82, "end": 293.46, "text": "على ال summation اللي هو كان المرحلة السابقة الناتج تبعه اللي راح ل activation function فال summation هذا عبارة عن", "tokens": [3615, 23942, 2423, 28811, 13672, 1829, 31439, 25961, 9673, 2288, 5016, 37977, 21136, 16758, 28671, 28239, 9307, 7435, 6055, 3555, 3615, 3224, 13672, 1829, 12602, 39319, 5296, 24433, 2445, 6156, 6027, 28811, 23758, 6225, 3555, 9640, 3660, 18871], "avg_logprob": -0.3417467979284433, "compression_ratio": 1.3951612903225807, "no_speech_prob": 0.0005526542663574219, "words": [{"start": 286.82, "end": 287.16, "word": "على", "probability": 0.7802734375}, {"start": 287.16, "end": 287.38, "word": " ال", "probability": 0.6904296875}, {"start": 287.38, "end": 287.78, "word": " summation", "probability": 0.4169921875}, {"start": 287.78, "end": 288.62, "word": " اللي", "probability": 0.6572265625}, {"start": 288.62, "end": 288.72, "word": " هو", "probability": 0.2333984375}, {"start": 288.72, "end": 288.92, "word": " كان", "probability": 0.93115234375}, {"start": 288.92, "end": 289.34, "word": " المرحلة", "probability": 0.9423828125}, {"start": 289.34, "end": 289.82, "word": " السابقة", "probability": 0.9822591145833334}, {"start": 289.82, "end": 290.28, "word": " الناتج", "probability": 0.61376953125}, {"start": 290.28, "end": 290.6, "word": " تبعه", "probability": 0.764495849609375}, {"start": 290.6, "end": 290.74, "word": " اللي", "probability": 0.74609375}, {"start": 290.74, "end": 290.9, "word": " راح", "probability": 0.91748046875}, {"start": 290.9, "end": 291.0, "word": " ل", "probability": 0.476318359375}, {"start": 291.0, "end": 291.32, "word": " activation", "probability": 0.62451171875}, {"start": 291.32, "end": 291.82, "word": " function", "probability": 0.94189453125}, {"start": 291.82, "end": 292.42, "word": " فال", "probability": 0.6737060546875}, {"start": 292.42, "end": 292.68, "word": " summation", "probability": 0.76953125}, {"start": 292.68, "end": 292.9, "word": " هذا", "probability": 0.459716796875}, {"start": 292.9, "end": 293.28, "word": " عبارة", "probability": 0.9888916015625}, {"start": 293.28, "end": 293.46, "word": " عن", "probability": 0.9873046875}], "temperature": 1.0}, {"id": 15, "seek": 32220, "start": 296.17, "end": 322.21, "text": "في wi من i بتساوي واحد ل i بتساوي n فكأنه بقول x واحد في w واحد plus x اثنين في w اثنين plus x تلاتة في w تلاتة ل عند x in في w في wn تمام كل هذا المجموع minus ال three short اللي حكينا عنها three short وهدى بتكون عبارة عن برضه كأنها input بنسميها three short خاص", "tokens": [41185, 26393, 9154, 741, 39894, 3794, 995, 45865, 36764, 24401, 5296, 741, 39894, 3794, 995, 45865, 297, 6156, 4117, 33456, 3224, 4724, 39648, 2031, 36764, 24401, 8978, 261, 36764, 24401, 1804, 2031, 1975, 12984, 1863, 9957, 8978, 261, 1975, 12984, 1863, 9957, 1804, 2031, 6055, 1211, 9307, 3660, 8978, 261, 6055, 1211, 9307, 3660, 5296, 43242, 2031, 294, 8978, 261, 8978, 45368, 46811, 10943, 28242, 23758, 9673, 7435, 2304, 45367, 3175, 2423, 1045, 2099, 13672, 1829, 11331, 4117, 1829, 8315, 18871, 11296, 1045, 2099, 37037, 3215, 7578, 39894, 30544, 6225, 3555, 9640, 3660, 18871, 4724, 43042, 3224, 9122, 33456, 11296, 4846, 44945, 38251, 1829, 11296, 1045, 2099, 16490, 33546], "avg_logprob": -0.20994318534027445, "compression_ratio": 1.8310502283105023, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 296.17, "end": 296.39, "word": "في", "probability": 0.461181640625}, {"start": 296.39, "end": 296.85, "word": " wi", "probability": 0.224609375}, {"start": 296.85, "end": 297.85, "word": " من", "probability": 0.92529296875}, {"start": 297.85, "end": 298.25, "word": " i", "probability": 0.623046875}, {"start": 298.25, "end": 298.69, "word": " بتساوي", "probability": 0.616943359375}, {"start": 298.69, "end": 299.03, "word": " واحد", "probability": 0.808349609375}, {"start": 299.03, "end": 299.17, "word": " ل", "probability": 0.88525390625}, {"start": 299.17, "end": 299.33, "word": " i", "probability": 0.433837890625}, {"start": 299.33, "end": 300.47, "word": " بتساوي", "probability": 0.9742431640625}, {"start": 300.47, "end": 300.67, "word": " n", "probability": 0.5126953125}, {"start": 300.67, "end": 302.07, "word": " فكأنه", "probability": 0.9287109375}, {"start": 302.07, "end": 302.43, "word": " بقول", "probability": 0.957275390625}, {"start": 302.43, "end": 302.71, "word": " x", "probability": 0.86767578125}, {"start": 302.71, "end": 303.25, "word": " واحد", "probability": 0.791748046875}, {"start": 303.25, "end": 303.85, "word": " في", "probability": 0.9716796875}, {"start": 303.85, "end": 304.11, "word": " w", "probability": 0.80029296875}, {"start": 304.11, "end": 304.47, "word": " واحد", "probability": 0.9775390625}, {"start": 304.47, "end": 304.89, "word": " plus", "probability": 0.81005859375}, {"start": 304.89, "end": 305.21, "word": " x", "probability": 0.98046875}, {"start": 305.21, "end": 305.53, "word": " اثنين", "probability": 0.7611083984375}, {"start": 305.53, "end": 305.71, "word": " في", "probability": 0.9775390625}, {"start": 305.71, "end": 305.95, "word": " w", "probability": 0.92431640625}, {"start": 305.95, "end": 306.21, "word": " اثنين", "probability": 0.9100341796875}, {"start": 306.21, "end": 306.53, "word": " plus", "probability": 0.9052734375}, {"start": 306.53, "end": 306.77, "word": " x", "probability": 0.96533203125}, {"start": 306.77, "end": 307.05, "word": " تلاتة", "probability": 0.85400390625}, {"start": 307.05, "end": 307.15, "word": " في", "probability": 0.94189453125}, {"start": 307.15, "end": 307.33, "word": " w", "probability": 0.9345703125}, {"start": 307.33, "end": 307.77, "word": " تلاتة", "probability": 0.98046875}, {"start": 307.77, "end": 307.99, "word": " ل", "probability": 0.962890625}, {"start": 307.99, "end": 308.21, "word": " عند", "probability": 0.74853515625}, {"start": 308.21, "end": 308.51, "word": " x", "probability": 0.97900390625}, {"start": 308.51, "end": 308.73, "word": " in", "probability": 0.295654296875}, {"start": 308.73, "end": 309.13, "word": " في", "probability": 0.97314453125}, {"start": 309.13, "end": 309.47, "word": " w", "probability": 0.6708984375}, {"start": 309.47, "end": 310.07, "word": " في", "probability": 0.423583984375}, {"start": 310.07, "end": 310.51, "word": " wn", "probability": 0.93408203125}, {"start": 310.51, "end": 311.41, "word": " تمام", "probability": 0.922119140625}, {"start": 311.41, "end": 312.03, "word": " كل", "probability": 0.8486328125}, {"start": 312.03, "end": 312.29, "word": " هذا", "probability": 0.95751953125}, {"start": 312.29, "end": 312.83, "word": " المجموع", "probability": 0.974853515625}, {"start": 312.83, "end": 313.47, "word": " minus", "probability": 0.89892578125}, {"start": 313.47, "end": 313.77, "word": " ال", "probability": 0.41064453125}, {"start": 313.77, "end": 313.97, "word": " three", "probability": 0.55126953125}, {"start": 313.97, "end": 314.25, "word": " short", "probability": 0.11199951171875}, {"start": 314.25, "end": 314.41, "word": " اللي", "probability": 0.934814453125}, {"start": 314.41, "end": 314.75, "word": " حكينا", "probability": 0.9241943359375}, {"start": 314.75, "end": 315.05, "word": " عنها", "probability": 0.98291015625}, {"start": 315.05, "end": 315.43, "word": " three", "probability": 0.79736328125}, {"start": 315.43, "end": 316.11, "word": " short", "probability": 0.96826171875}, {"start": 316.11, "end": 317.11, "word": " وهدى", "probability": 0.4541015625}, {"start": 317.11, "end": 317.63, "word": " بتكون", "probability": 0.959228515625}, {"start": 317.63, "end": 318.17, "word": " عبارة", "probability": 0.96533203125}, {"start": 318.17, "end": 318.49, "word": " عن", "probability": 0.99560546875}, {"start": 318.49, "end": 319.37, "word": " برضه", "probability": 0.8050944010416666}, {"start": 319.37, "end": 319.79, "word": " كأنها", "probability": 0.93359375}, {"start": 319.79, "end": 320.35, "word": " input", "probability": 0.982421875}, {"start": 320.35, "end": 321.35, "word": " بنسميها", "probability": 0.91162109375}, {"start": 321.35, "end": 321.55, "word": " three", "probability": 0.9052734375}, {"start": 321.55, "end": 321.85, "word": " short", "probability": 0.95166015625}, {"start": 321.85, "end": 322.21, "word": " خاص", "probability": 0.99267578125}], "temperature": 1.0}, {"id": 16, "seek": 32843, "start": 322.95, "end": 328.43, "text": "بالـ neuron اللي موجودة علينا فهذه المعادلة الأساسية لل activation العملية ايه؟ ال activation", "tokens": [3555, 6027, 39184, 34090, 13672, 1829, 3714, 29245, 23328, 3660, 25894, 8315, 6156, 3224, 24192, 9673, 3615, 18513, 37977, 16247, 3794, 32277, 10632, 24976, 24433, 18863, 42213, 10632, 1975, 1829, 3224, 22807, 2423, 24433], "avg_logprob": -0.25401786054883685, "compression_ratio": 1.3243243243243243, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 322.95, "end": 323.47, "word": "بالـ", "probability": 0.745361328125}, {"start": 323.47, "end": 323.79, "word": " neuron", "probability": 0.80419921875}, {"start": 323.79, "end": 324.37, "word": " اللي", "probability": 0.7470703125}, {"start": 324.37, "end": 324.69, "word": " موجودة", "probability": 0.8770751953125}, {"start": 324.69, "end": 324.99, "word": " علينا", "probability": 0.6109619140625}, {"start": 324.99, "end": 325.59, "word": " فهذه", "probability": 0.8082682291666666}, {"start": 325.59, "end": 325.99, "word": " المعادلة", "probability": 0.95947265625}, {"start": 325.99, "end": 326.47, "word": " الأساسية", "probability": 0.914306640625}, {"start": 326.47, "end": 326.57, "word": " لل", "probability": 0.91552734375}, {"start": 326.57, "end": 326.97, "word": " activation", "probability": 0.9638671875}, {"start": 326.97, "end": 327.43, "word": " العملية", "probability": 0.8191731770833334}, {"start": 327.43, "end": 327.89, "word": " ايه؟", "probability": 0.63726806640625}, {"start": 327.89, "end": 328.09, "word": " ال", "probability": 0.89013671875}, {"start": 328.09, "end": 328.43, "word": " activation", "probability": 0.986328125}], "temperature": 1.0}, {"id": 17, "seek": 35938, "start": 331.66, "end": 359.38, "text": "تمام بعد ذلك بدنا نعمل عملية تعديل الأوزان تعديل الأوزان وهذه أهم عملية الحقيقة اللي هي weight training بدنا ندرب الآن الأوزان هذه عشان نعملها optimization بمعنى أني بدي أخليها هي أفضل قيم ممكن أحصل على ال optimal value لإلها فحنقول أن ال W لجديدة Wi لجديدة هي نفس ال Wi القديمة plus Delta W Delta W قيمة", "tokens": [39237, 10943, 39182, 29910, 23275, 47525, 8315, 8717, 25957, 1211, 6225, 42213, 10632, 37279, 16254, 1211, 16247, 2407, 11622, 7649, 37279, 16254, 1211, 16247, 2407, 11622, 7649, 37037, 24192, 5551, 16095, 6225, 42213, 10632, 21542, 38436, 28671, 13672, 1829, 39896, 3364, 3097, 47525, 8315, 8717, 3215, 25513, 6024, 48506, 16247, 2407, 11622, 7649, 29538, 6225, 8592, 7649, 8717, 25957, 1211, 11296, 19618, 4724, 2304, 3615, 1863, 7578, 14739, 1829, 4724, 16254, 5551, 9778, 20292, 11296, 39896, 5551, 5172, 11242, 1211, 12174, 32640, 3714, 43020, 5551, 5016, 36520, 15844, 2423, 16252, 2158, 5296, 28814, 1211, 11296, 6156, 5016, 1863, 39648, 14739, 2423, 343, 5296, 7435, 16254, 41891, 14035, 5296, 7435, 16254, 41891, 39896, 8717, 36178, 2423, 14035, 25062, 16254, 46007, 1804, 18183, 343, 18183, 343, 12174, 32640, 3660], "avg_logprob": -0.1816406270954758, "compression_ratio": 1.8154981549815499, "no_speech_prob": 7.152557373046875e-07, "words": [{"start": 331.66, "end": 332.12, "word": "تمام", "probability": 0.554290771484375}, {"start": 332.12, "end": 332.66, "word": " بعد", "probability": 0.80908203125}, {"start": 332.66, "end": 333.04, "word": " ذلك", "probability": 0.989990234375}, {"start": 333.04, "end": 333.42, "word": " بدنا", "probability": 0.7298583984375}, {"start": 333.42, "end": 333.68, "word": " نعمل", "probability": 0.99267578125}, {"start": 333.68, "end": 334.08, "word": " عملية", "probability": 0.9716796875}, {"start": 334.08, "end": 335.06, "word": " تعديل", "probability": 0.9016927083333334}, {"start": 335.06, "end": 335.76, "word": " الأوزان", "probability": 0.9505615234375}, {"start": 335.76, "end": 336.42, "word": " تعديل", "probability": 0.8349609375}, {"start": 336.42, "end": 336.88, "word": " الأوزان", "probability": 0.9925537109375}, {"start": 336.88, "end": 337.16, "word": " وهذه", "probability": 0.72021484375}, {"start": 337.16, "end": 337.6, "word": " أهم", "probability": 0.927734375}, {"start": 337.6, "end": 338.0, "word": " عملية", "probability": 0.9772135416666666}, {"start": 338.0, "end": 338.38, "word": " الحقيقة", "probability": 0.94677734375}, {"start": 338.38, "end": 338.48, "word": " اللي", "probability": 0.50335693359375}, {"start": 338.48, "end": 338.56, "word": " هي", "probability": 0.7763671875}, {"start": 338.56, "end": 338.84, "word": " weight", "probability": 0.515625}, {"start": 338.84, "end": 339.52, "word": " training", "probability": 0.90869140625}, {"start": 339.52, "end": 339.82, "word": " بدنا", "probability": 0.874267578125}, {"start": 339.82, "end": 340.18, "word": " ندرب", "probability": 0.97265625}, {"start": 340.18, "end": 340.52, "word": " الآن", "probability": 0.63330078125}, {"start": 340.52, "end": 341.42, "word": " الأوزان", "probability": 0.988037109375}, {"start": 341.42, "end": 341.62, "word": " هذه", "probability": 0.845703125}, {"start": 341.62, "end": 341.96, "word": " عشان", "probability": 0.96875}, {"start": 341.96, "end": 342.36, "word": " نعملها", "probability": 0.9786376953125}, {"start": 342.36, "end": 343.18, "word": " optimization", "probability": 0.90234375}, {"start": 343.18, "end": 344.5, "word": " بمعنى", "probability": 0.96416015625}, {"start": 344.5, "end": 344.7, "word": " أني", "probability": 0.5352783203125}, {"start": 344.7, "end": 344.86, "word": " بدي", "probability": 0.5467529296875}, {"start": 344.86, "end": 345.3, "word": " أخليها", "probability": 0.8533935546875}, {"start": 345.3, "end": 345.48, "word": " هي", "probability": 0.8447265625}, {"start": 345.48, "end": 346.02, "word": " أفضل", "probability": 0.9903564453125}, {"start": 346.02, "end": 346.32, "word": " قيم", "probability": 0.986572265625}, {"start": 346.32, "end": 346.7, "word": " ممكن", "probability": 0.97509765625}, {"start": 346.7, "end": 347.08, "word": " أحصل", "probability": 0.93359375}, {"start": 347.08, "end": 347.26, "word": " على", "probability": 0.798828125}, {"start": 347.26, "end": 347.42, "word": " ال", "probability": 0.88720703125}, {"start": 347.42, "end": 347.9, "word": " optimal", "probability": 0.8447265625}, {"start": 347.9, "end": 348.82, "word": " value", "probability": 0.99365234375}, {"start": 348.82, "end": 349.44, "word": " لإلها", "probability": 0.9261474609375}, {"start": 349.44, "end": 350.46, "word": " فحنقول", "probability": 0.8546142578125}, {"start": 350.46, "end": 350.6, "word": " أن", "probability": 0.54541015625}, {"start": 350.6, "end": 350.72, "word": " ال", "probability": 0.873046875}, {"start": 350.72, "end": 351.02, "word": " W", "probability": 0.41552734375}, {"start": 351.02, "end": 351.86, "word": " لجديدة", "probability": 0.80035400390625}, {"start": 351.86, "end": 352.48, "word": " Wi", "probability": 0.2156982421875}, {"start": 352.48, "end": 353.26, "word": " لجديدة", "probability": 0.9678955078125}, {"start": 353.26, "end": 353.48, "word": " هي", "probability": 0.87255859375}, {"start": 353.48, "end": 353.78, "word": " نفس", "probability": 0.994384765625}, {"start": 353.78, "end": 353.94, "word": " ال", "probability": 0.97802734375}, {"start": 353.94, "end": 354.32, "word": " Wi", "probability": 0.662109375}, {"start": 354.32, "end": 355.16, "word": " القديمة", "probability": 0.9791666666666666}, {"start": 355.16, "end": 356.24, "word": " plus", "probability": 0.73974609375}, {"start": 356.24, "end": 356.98, "word": " Delta", "probability": 0.383056640625}, {"start": 356.98, "end": 357.6, "word": " W", "probability": 0.8818359375}, {"start": 357.6, "end": 358.14, "word": " Delta", "probability": 0.677734375}, {"start": 358.14, "end": 358.5, "word": " W", "probability": 0.9755859375}, {"start": 358.5, "end": 359.38, "word": " قيمة", "probability": 0.9775390625}], "temperature": 1.0}, {"id": 18, "seek": 36983, "start": 360.21, "end": 369.83, "text": "و أو قيمة التغير في و وهذه قداش بتساوي كنا كتبناها المرة اللي فاتت المحاضرة اللي فاتت و شرحناها بتساوي كانت Alpha في ال X", "tokens": [2407, 34051, 12174, 32640, 3660, 16712, 17082, 13546, 8978, 4032, 37037, 24192, 12174, 3215, 33599, 39894, 3794, 995, 45865, 9122, 8315, 9122, 2655, 3555, 8315, 11296, 9673, 25720, 13672, 1829, 6156, 9307, 2655, 9673, 5016, 46958, 25720, 13672, 1829, 6156, 9307, 2655, 4032, 13412, 2288, 5016, 8315, 11296, 39894, 3794, 995, 45865, 25961, 2655, 20588, 8978, 2423, 1783], "avg_logprob": -0.21901482394186117, "compression_ratio": 1.5703703703703704, "no_speech_prob": 2.4199485778808594e-05, "words": [{"start": 360.21, "end": 360.73, "word": "و", "probability": 0.395751953125}, {"start": 360.73, "end": 361.11, "word": " أو", "probability": 0.45166015625}, {"start": 361.11, "end": 361.45, "word": " قيمة", "probability": 0.9837239583333334}, {"start": 361.45, "end": 361.99, "word": " التغير", "probability": 0.91552734375}, {"start": 361.99, "end": 362.17, "word": " في", "probability": 0.84375}, {"start": 362.17, "end": 362.59, "word": " و", "probability": 0.455810546875}, {"start": 362.59, "end": 363.27, "word": " وهذه", "probability": 0.6640625}, {"start": 363.27, "end": 363.59, "word": " قداش", "probability": 0.4691975911458333}, {"start": 363.59, "end": 364.21, "word": " بتساوي", "probability": 0.9156494140625}, {"start": 364.21, "end": 364.69, "word": " كنا", "probability": 0.7568359375}, {"start": 364.69, "end": 365.13, "word": " كتبناها", "probability": 0.9705078125}, {"start": 365.13, "end": 365.39, "word": " المرة", "probability": 0.95556640625}, {"start": 365.39, "end": 365.55, "word": " اللي", "probability": 0.7119140625}, {"start": 365.55, "end": 365.85, "word": " فاتت", "probability": 0.9441731770833334}, {"start": 365.85, "end": 366.29, "word": " المحاضرة", "probability": 0.901123046875}, {"start": 366.29, "end": 366.41, "word": " اللي", "probability": 0.954345703125}, {"start": 366.41, "end": 366.63, "word": " فاتت", "probability": 0.8583984375}, {"start": 366.63, "end": 366.71, "word": " و", "probability": 0.72607421875}, {"start": 366.71, "end": 367.39, "word": " شرحناها", "probability": 0.82734375}, {"start": 367.39, "end": 368.15, "word": " بتساوي", "probability": 0.9345703125}, {"start": 368.15, "end": 368.49, "word": " كانت", "probability": 0.96435546875}, {"start": 368.49, "end": 368.87, "word": " Alpha", "probability": 0.56494140625}, {"start": 368.87, "end": 369.41, "word": " في", "probability": 0.890625}, {"start": 369.41, "end": 369.51, "word": " ال", "probability": 0.6591796875}, {"start": 369.51, "end": 369.83, "word": " X", "probability": 0.81103515625}], "temperature": 1.0}, {"id": 19, "seek": 39663, "start": 370.83, "end": 396.63, "text": "اللي خاص بال W فإذا كانت W واحد فهي X واحد W خمسة فهي X خمسة W N فهي X N ف by default بنقول Wi مرتبطة ب XI مضلوبة طبعا في قيمة ال error لأن قيمة ال error هذا هو اللي هيقين ال positive or negative فهو اللي هيحدد لي الدلتها دي هتكون موجبة ولا سالبة أنا محتاج أقل قيمة W القديمة ولا أزود قيمة W القديمة خلصنا عشان في الآخر", "tokens": [6027, 20292, 16490, 33546, 20666, 343, 6156, 28814, 15730, 25961, 2655, 343, 36764, 24401, 6156, 3224, 1829, 1783, 36764, 24401, 343, 16490, 2304, 3794, 3660, 6156, 3224, 1829, 1783, 16490, 2304, 3794, 3660, 343, 426, 6156, 3224, 1829, 1783, 426, 6156, 538, 7576, 44945, 39648, 14035, 3714, 43500, 3555, 9566, 3660, 4724, 1783, 40, 3714, 11242, 1211, 37746, 3660, 23032, 3555, 3615, 995, 8978, 12174, 32640, 3660, 2423, 6713, 5296, 33456, 12174, 32640, 3660, 2423, 6713, 23758, 31439, 13672, 1829, 39896, 4587, 9957, 2423, 3353, 420, 3671, 6156, 3224, 2407, 13672, 1829, 39896, 24401, 3215, 32239, 32748, 1211, 2655, 11296, 11778, 1829, 8032, 2655, 30544, 3714, 29245, 49401, 49429, 8608, 6027, 49401, 41850, 3714, 33753, 26108, 5551, 4587, 1211, 12174, 32640, 3660, 343, 25062, 16254, 46007, 49429, 5551, 11622, 23328, 12174, 32640, 3660, 343, 25062, 16254, 46007, 16490, 1211, 9381, 8315, 6225, 8592, 7649, 8978, 6024, 95, 34740], "avg_logprob": -0.16505871803168481, "compression_ratio": 1.8727272727272728, "no_speech_prob": 2.2709369659423828e-05, "words": [{"start": 370.83, "end": 371.19, "word": "اللي", "probability": 0.79248046875}, {"start": 371.19, "end": 371.51, "word": " خاص", "probability": 0.979248046875}, {"start": 371.51, "end": 371.69, "word": " بال", "probability": 0.97119140625}, {"start": 371.69, "end": 372.17, "word": " W", "probability": 0.303955078125}, {"start": 372.17, "end": 372.91, "word": " فإذا", "probability": 0.8924153645833334}, {"start": 372.91, "end": 373.19, "word": " كانت", "probability": 0.783203125}, {"start": 373.19, "end": 373.47, "word": " W", "probability": 0.9111328125}, {"start": 373.47, "end": 374.45, "word": " واحد", "probability": 0.5950927734375}, {"start": 374.45, "end": 374.79, "word": " فهي", "probability": 0.96826171875}, {"start": 374.79, "end": 374.97, "word": " X", "probability": 0.9150390625}, {"start": 374.97, "end": 375.29, "word": " واحد", "probability": 0.90673828125}, {"start": 375.29, "end": 375.57, "word": " W", "probability": 0.319091796875}, {"start": 375.57, "end": 376.19, "word": " خمسة", "probability": 0.912109375}, {"start": 376.19, "end": 376.51, "word": " فهي", "probability": 0.9215494791666666}, {"start": 376.51, "end": 376.67, "word": " X", "probability": 0.98095703125}, {"start": 376.67, "end": 377.03, "word": " خمسة", "probability": 0.962646484375}, {"start": 377.03, "end": 377.33, "word": " W", "probability": 0.2462158203125}, {"start": 377.33, "end": 377.61, "word": " N", "probability": 0.35546875}, {"start": 377.61, "end": 377.91, "word": " فهي", "probability": 0.9752604166666666}, {"start": 377.91, "end": 378.09, "word": " X", "probability": 0.978515625}, {"start": 378.09, "end": 378.25, "word": " N", "probability": 0.7666015625}, {"start": 378.25, "end": 378.67, "word": " ف", "probability": 0.89404296875}, {"start": 378.67, "end": 379.03, "word": " by", "probability": 0.323974609375}, {"start": 379.03, "end": 379.33, "word": " default", "probability": 0.97509765625}, {"start": 379.33, "end": 379.69, "word": " بنقول", "probability": 0.906494140625}, {"start": 379.69, "end": 380.33, "word": " Wi", "probability": 0.65771484375}, {"start": 380.33, "end": 381.41, "word": " مرتبطة", "probability": 0.97265625}, {"start": 381.41, "end": 381.45, "word": " ب", "probability": 0.93310546875}, {"start": 381.45, "end": 381.99, "word": " XI", "probability": 0.48828125}, {"start": 381.99, "end": 382.81, "word": " مضلوبة", "probability": 0.90732421875}, {"start": 382.81, "end": 383.05, "word": " طبعا", "probability": 0.8953857421875}, {"start": 383.05, "end": 383.19, "word": " في", "probability": 0.87548828125}, {"start": 383.19, "end": 383.49, "word": " قيمة", "probability": 0.99609375}, {"start": 383.49, "end": 383.57, "word": " ال", "probability": 0.9365234375}, {"start": 383.57, "end": 383.73, "word": " error", "probability": 0.82666015625}, {"start": 383.73, "end": 384.03, "word": " لأن", "probability": 0.80322265625}, {"start": 384.03, "end": 384.37, "word": " قيمة", "probability": 0.880859375}, {"start": 384.37, "end": 384.47, "word": " ال", "probability": 0.92041015625}, {"start": 384.47, "end": 384.67, "word": " error", "probability": 0.94580078125}, {"start": 384.67, "end": 384.93, "word": " هذا", "probability": 0.521484375}, {"start": 384.93, "end": 385.07, "word": " هو", "probability": 0.97509765625}, {"start": 385.07, "end": 385.17, "word": " اللي", "probability": 0.98291015625}, {"start": 385.17, "end": 385.49, "word": " هيقين", "probability": 0.8409830729166666}, {"start": 385.49, "end": 385.61, "word": " ال", "probability": 0.385986328125}, {"start": 385.61, "end": 385.91, "word": " positive", "probability": 0.9248046875}, {"start": 385.91, "end": 386.13, "word": " or", "probability": 0.6669921875}, {"start": 386.13, "end": 386.51, "word": " negative", "probability": 0.96142578125}, {"start": 386.51, "end": 386.95, "word": " فهو", "probability": 0.95703125}, {"start": 386.95, "end": 387.07, "word": " اللي", "probability": 0.98828125}, {"start": 387.07, "end": 387.57, "word": " هيحدد", "probability": 0.9378255208333334}, {"start": 387.57, "end": 387.69, "word": " لي", "probability": 0.6953125}, {"start": 387.69, "end": 388.39, "word": " الدلتها", "probability": 0.67108154296875}, {"start": 388.39, "end": 388.49, "word": " دي", "probability": 0.732666015625}, {"start": 388.49, "end": 388.77, "word": " هتكون", "probability": 0.9150390625}, {"start": 388.77, "end": 389.13, "word": " موجبة", "probability": 0.9122721354166666}, {"start": 389.13, "end": 389.31, "word": " ولا", "probability": 0.72802734375}, {"start": 389.31, "end": 389.63, "word": " سالبة", "probability": 0.9334309895833334}, {"start": 389.63, "end": 389.79, "word": " أنا", "probability": 0.64111328125}, {"start": 389.79, "end": 390.11, "word": " محتاج", "probability": 0.98974609375}, {"start": 390.11, "end": 390.67, "word": " أقل", "probability": 0.95703125}, {"start": 390.67, "end": 391.09, "word": " قيمة", "probability": 0.9200846354166666}, {"start": 391.09, "end": 391.35, "word": " W", "probability": 0.728515625}, {"start": 391.35, "end": 391.71, "word": " القديمة", "probability": 0.9814453125}, {"start": 391.71, "end": 391.87, "word": " ولا", "probability": 0.7265625}, {"start": 391.87, "end": 392.57, "word": " أزود", "probability": 0.9563802083333334}, {"start": 392.57, "end": 392.97, "word": " قيمة", "probability": 0.9886067708333334}, {"start": 392.97, "end": 393.29, "word": " W", "probability": 0.88037109375}, {"start": 393.29, "end": 394.55, "word": " القديمة", "probability": 0.9820963541666666}, {"start": 394.55, "end": 395.49, "word": " خلصنا", "probability": 0.9635009765625}, {"start": 395.49, "end": 396.11, "word": " عشان", "probability": 0.9627278645833334}, {"start": 396.11, "end": 396.23, "word": " في", "probability": 0.9853515625}, {"start": 396.23, "end": 396.63, "word": " الآخر", "probability": 0.9798177083333334}], "temperature": 1.0}, {"id": 20, "seek": 41456, "start": 397.46, "end": 414.56, "text": "نحصل على قيم جديدة ل ال W و نرجع مرة نغير قيمة P اللي هو ال iteration اللي انا فيه انا نفترض P هنا كانت واحد فانا في ال iteration الأولى لأ الآن غيرنا قيمة W غيرناهم القيم واحدة واحدة مسكناهم", "tokens": [1863, 5016, 36520, 15844, 12174, 32640, 10874, 16254, 41891, 5296, 2423, 343, 4032, 8717, 47341, 3615, 3714, 25720, 8717, 17082, 13546, 12174, 32640, 3660, 430, 13672, 1829, 31439, 2423, 24784, 13672, 1829, 1975, 8315, 8978, 3224, 1975, 8315, 8717, 5172, 2655, 43042, 430, 34105, 25961, 2655, 36764, 24401, 6156, 7649, 995, 8978, 2423, 24784, 16247, 12610, 7578, 5296, 10721, 6024, 48506, 32771, 13546, 8315, 12174, 32640, 3660, 343, 32771, 13546, 8315, 16095, 25062, 32640, 36764, 24401, 3660, 36764, 24401, 3660, 47524, 19452, 995, 16095], "avg_logprob": -0.2409926407477435, "compression_ratio": 1.8285714285714285, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 397.46, "end": 398.1, "word": "نحصل", "probability": 0.8357747395833334}, {"start": 398.1, "end": 398.44, "word": " على", "probability": 0.83544921875}, {"start": 398.44, "end": 398.98, "word": " قيم", "probability": 0.970703125}, {"start": 398.98, "end": 399.42, "word": " جديدة", "probability": 0.9698893229166666}, {"start": 399.42, "end": 399.54, "word": " ل", "probability": 0.359375}, {"start": 399.54, "end": 399.78, "word": " ال", "probability": 0.1798095703125}, {"start": 399.78, "end": 400.06, "word": " W", "probability": 0.31884765625}, {"start": 400.06, "end": 401.04, "word": " و", "probability": 0.46337890625}, {"start": 401.04, "end": 402.64, "word": " نرجع", "probability": 0.6673177083333334}, {"start": 402.64, "end": 403.9, "word": " مرة", "probability": 0.6976318359375}, {"start": 403.9, "end": 404.42, "word": " نغير", "probability": 0.7549641927083334}, {"start": 404.42, "end": 404.88, "word": " قيمة", "probability": 0.9869791666666666}, {"start": 404.88, "end": 405.18, "word": " P", "probability": 0.93505859375}, {"start": 405.18, "end": 405.46, "word": " اللي", "probability": 0.615234375}, {"start": 405.46, "end": 405.58, "word": " هو", "probability": 0.83349609375}, {"start": 405.58, "end": 405.66, "word": " ال", "probability": 0.904296875}, {"start": 405.66, "end": 405.96, "word": " iteration", "probability": 0.7294921875}, {"start": 405.96, "end": 406.14, "word": " اللي", "probability": 0.947998046875}, {"start": 406.14, "end": 406.26, "word": " انا", "probability": 0.66943359375}, {"start": 406.26, "end": 406.48, "word": " فيه", "probability": 0.94873046875}, {"start": 406.48, "end": 406.6, "word": " انا", "probability": 0.5604248046875}, {"start": 406.6, "end": 407.04, "word": " نفترض", "probability": 0.85931396484375}, {"start": 407.04, "end": 407.28, "word": " P", "probability": 0.69580078125}, {"start": 407.28, "end": 407.48, "word": " هنا", "probability": 0.86083984375}, {"start": 407.48, "end": 407.78, "word": " كانت", "probability": 0.9404296875}, {"start": 407.78, "end": 408.12, "word": " واحد", "probability": 0.8935546875}, {"start": 408.12, "end": 408.56, "word": " فانا", "probability": 0.9723307291666666}, {"start": 408.56, "end": 408.64, "word": " في", "probability": 0.82568359375}, {"start": 408.64, "end": 408.68, "word": " ال", "probability": 0.9765625}, {"start": 408.68, "end": 408.94, "word": " iteration", "probability": 0.81884765625}, {"start": 408.94, "end": 409.46, "word": " الأولى", "probability": 0.87353515625}, {"start": 409.46, "end": 409.82, "word": " لأ", "probability": 0.811767578125}, {"start": 409.82, "end": 410.16, "word": " الآن", "probability": 0.74853515625}, {"start": 410.16, "end": 410.86, "word": " غيرنا", "probability": 0.97607421875}, {"start": 410.86, "end": 411.36, "word": " قيمة", "probability": 0.9934895833333334}, {"start": 411.36, "end": 412.0, "word": " W", "probability": 0.92333984375}, {"start": 412.0, "end": 412.78, "word": " غيرناهم", "probability": 0.84521484375}, {"start": 412.78, "end": 413.12, "word": " القيم", "probability": 0.958740234375}, {"start": 413.12, "end": 413.86, "word": " واحدة", "probability": 0.9108072916666666}, {"start": 413.86, "end": 414.08, "word": " واحدة", "probability": 0.97900390625}, {"start": 414.08, "end": 414.56, "word": " مسكناهم", "probability": 0.6221923828125}], "temperature": 1.0}, {"id": 21, "seek": 44290, "start": 415.8, "end": 442.9, "text": "W1 غيرناها W2 غيرناها W3 غيرناها W2N غيرناها الان بنرجع نعمل عملية activation كمان مرة برجع بدخل ال input كمان مرة عشان اتأكد هل هو فعلا وصلي لمرحلة ان ال error طلع zero اذا ال error zero هنا او قيمته صارت صغيرة جدا يعني وصلت لل tolerance المقبول بالنسبالي لقيمة مقبولة انا ماعنديش مشكلة في قيمة ال error الصغيرة هذه معناه ذلك ان هذا ال term أصبح صغير جدا", "tokens": [54, 16, 32771, 13546, 8315, 11296, 343, 17, 32771, 13546, 8315, 11296, 343, 18, 32771, 13546, 8315, 11296, 343, 17, 45, 32771, 13546, 8315, 11296, 2423, 7649, 44945, 47341, 3615, 8717, 25957, 1211, 6225, 42213, 10632, 24433, 9122, 2304, 7649, 3714, 25720, 4724, 47341, 3615, 47525, 9778, 1211, 2423, 4846, 9122, 2304, 7649, 3714, 25720, 6225, 8592, 7649, 1975, 2655, 10721, 4117, 3215, 8032, 1211, 31439, 6156, 3615, 15040, 4032, 9381, 20292, 5296, 29973, 5016, 37977, 16472, 2423, 6713, 23032, 1211, 3615, 4018, 1975, 15730, 2423, 6713, 4018, 34105, 1975, 2407, 12174, 32640, 47395, 20328, 9640, 2655, 20328, 17082, 48923, 10874, 28259, 37495, 22653, 4032, 36520, 2655, 24976, 23368, 9673, 4587, 3555, 12610, 20666, 1863, 35457, 6027, 1829, 5296, 4587, 32640, 3660, 3714, 4587, 3555, 12610, 3660, 1975, 8315, 19446, 3615, 1863, 16254, 8592, 37893, 28820, 3660, 8978, 12174, 32640, 3660, 2423, 6713, 31767, 17082, 48923, 29538, 20449, 8315, 3224, 29910, 23275, 16472, 23758, 2423, 1433, 5551, 9381, 49628, 20328, 17082, 13546, 10874, 28259], "avg_logprob": -0.1610795436483441, "compression_ratio": 1.9207920792079207, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 415.80000000000007, "end": 416.52000000000004, "word": "W1", "probability": 0.6131591796875}, {"start": 416.52000000000004, "end": 417.24, "word": " غيرناها", "probability": 0.78240966796875}, {"start": 417.24, "end": 417.8, "word": " W2", "probability": 0.59820556640625}, {"start": 417.8, "end": 418.46, "word": " غيرناها", "probability": 0.954345703125}, {"start": 418.46, "end": 418.76, "word": " W3", "probability": 0.754150390625}, {"start": 418.76, "end": 419.3, "word": " غيرناها", "probability": 0.9381103515625}, {"start": 419.3, "end": 419.66, "word": " W2N", "probability": 0.572021484375}, {"start": 419.66, "end": 420.22, "word": " غيرناها", "probability": 0.983154296875}, {"start": 420.22, "end": 420.62, "word": " الان", "probability": 0.722412109375}, {"start": 420.62, "end": 420.98, "word": " بنرجع", "probability": 0.8548177083333334}, {"start": 420.98, "end": 421.2, "word": " نعمل", "probability": 0.76513671875}, {"start": 421.2, "end": 421.42, "word": " عملية", "probability": 0.91259765625}, {"start": 421.42, "end": 421.96, "word": " activation", "probability": 0.9716796875}, {"start": 421.96, "end": 422.32, "word": " كمان", "probability": 0.9547526041666666}, {"start": 422.32, "end": 422.62, "word": " مرة", "probability": 0.986083984375}, {"start": 422.62, "end": 423.42, "word": " برجع", "probability": 0.8055826822916666}, {"start": 423.42, "end": 423.74, "word": " بدخل", "probability": 0.7501627604166666}, {"start": 423.74, "end": 423.84, "word": " ال", "probability": 0.97021484375}, {"start": 423.84, "end": 424.02, "word": " input", "probability": 0.9052734375}, {"start": 424.02, "end": 424.28, "word": " كمان", "probability": 0.9861653645833334}, {"start": 424.28, "end": 424.56, "word": " مرة", "probability": 0.989501953125}, {"start": 424.56, "end": 425.08, "word": " عشان", "probability": 0.9596354166666666}, {"start": 425.08, "end": 425.52, "word": " اتأكد", "probability": 0.823974609375}, {"start": 425.52, "end": 425.7, "word": " هل", "probability": 0.9228515625}, {"start": 425.7, "end": 425.88, "word": " هو", "probability": 0.9873046875}, {"start": 425.88, "end": 426.62, "word": " فعلا", "probability": 0.8854166666666666}, {"start": 426.62, "end": 427.1, "word": " وصلي", "probability": 0.7000325520833334}, {"start": 427.1, "end": 427.6, "word": " لمرحلة", "probability": 0.9090576171875}, {"start": 427.6, "end": 427.72, "word": " ان", "probability": 0.861328125}, {"start": 427.72, "end": 427.88, "word": " ال", "probability": 0.7099609375}, {"start": 427.88, "end": 428.12, "word": " error", "probability": 0.87841796875}, {"start": 428.12, "end": 428.48, "word": " طلع", "probability": 0.9415690104166666}, {"start": 428.48, "end": 428.8, "word": " zero", "probability": 0.34912109375}, {"start": 428.8, "end": 429.2, "word": " اذا", "probability": 0.6815185546875}, {"start": 429.2, "end": 429.32, "word": " ال", "probability": 0.97021484375}, {"start": 429.32, "end": 429.52, "word": " error", "probability": 0.9384765625}, {"start": 429.52, "end": 429.82, "word": " zero", "probability": 0.5185546875}, {"start": 429.82, "end": 430.14, "word": " هنا", "probability": 0.994140625}, {"start": 430.14, "end": 430.86, "word": " او", "probability": 0.932861328125}, {"start": 430.86, "end": 431.22, "word": " قيمته", "probability": 0.9944661458333334}, {"start": 431.22, "end": 432.2, "word": " صارت", "probability": 0.9869791666666666}, {"start": 432.2, "end": 432.54, "word": " صغيرة", "probability": 0.9899088541666666}, {"start": 432.54, "end": 432.84, "word": " جدا", "probability": 0.99609375}, {"start": 432.84, "end": 433.04, "word": " يعني", "probability": 0.84423828125}, {"start": 433.04, "end": 433.42, "word": " وصلت", "probability": 0.98583984375}, {"start": 433.42, "end": 433.58, "word": " لل", "probability": 0.4296875}, {"start": 433.58, "end": 433.96, "word": " tolerance", "probability": 0.63720703125}, {"start": 433.96, "end": 434.82, "word": " المقبول", "probability": 0.9869384765625}, {"start": 434.82, "end": 435.56, "word": " بالنسبالي", "probability": 0.983984375}, {"start": 435.56, "end": 435.98, "word": " لقيمة", "probability": 0.855712890625}, {"start": 435.98, "end": 436.72, "word": " مقبولة", "probability": 0.96943359375}, {"start": 436.72, "end": 436.92, "word": " انا", "probability": 0.7294921875}, {"start": 436.92, "end": 437.8, "word": " ماعنديش", "probability": 0.96923828125}, {"start": 437.8, "end": 438.1, "word": " مشكلة", "probability": 0.9861653645833334}, {"start": 438.1, "end": 438.18, "word": " في", "probability": 0.8837890625}, {"start": 438.18, "end": 438.38, "word": " قيمة", "probability": 0.9954427083333334}, {"start": 438.38, "end": 438.46, "word": " ال", "probability": 0.9765625}, {"start": 438.46, "end": 438.62, "word": " error", "probability": 0.939453125}, {"start": 438.62, "end": 439.06, "word": " الصغيرة", "probability": 0.9615885416666666}, {"start": 439.06, "end": 439.36, "word": " هذه", "probability": 0.482666015625}, {"start": 439.36, "end": 440.2, "word": " معناه", "probability": 0.7550455729166666}, {"start": 440.2, "end": 440.42, "word": " ذلك", "probability": 0.986328125}, {"start": 440.42, "end": 440.58, "word": " ان", "probability": 0.86962890625}, {"start": 440.58, "end": 441.0, "word": " هذا", "probability": 0.7138671875}, {"start": 441.0, "end": 441.2, "word": " ال", "probability": 0.5712890625}, {"start": 441.2, "end": 441.5, "word": " term", "probability": 0.94189453125}, {"start": 441.5, "end": 442.1, "word": " أصبح", "probability": 0.8614908854166666}, {"start": 442.1, "end": 442.5, "word": " صغير", "probability": 0.99853515625}, {"start": 442.5, "end": 442.9, "word": " جدا", "probability": 0.998291015625}], "temperature": 1.0}, {"id": 22, "seek": 47220, "start": 443.52, "end": 472.2, "text": "يكاد يكون Zero فمعنى ذلك أن الـ W القديمة هي نفسها الجديدة أو تكاد تكون هي نفسها الجديدة ماتغيرش عليها إشي فهنا بنكون طرنا بنقول واقف خلاص وجفنا فبنروح ل step رقم اتنين اللي هي كانت step رقم اتنين ال activation عملية الاشي ال activation فهذا ال algorithm بكل بساطة هتشوف مثال عليه بشكل سريع لو بدنا نعمل neural network بإقلامين ل ال and و لا ال or ل ال and", "tokens": [1829, 4117, 18513, 7251, 30544, 17182, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 14739, 2423, 39184, 343, 25062, 16254, 46007, 39896, 8717, 36178, 11296, 25724, 16254, 41891, 34051, 6055, 4117, 18513, 6055, 30544, 39896, 8717, 36178, 11296, 25724, 16254, 41891, 19446, 2655, 17082, 13546, 8592, 25894, 11296, 11933, 8592, 1829, 6156, 3224, 8315, 44945, 30544, 23032, 2288, 8315, 44945, 39648, 36764, 4587, 5172, 16490, 1211, 33546, 49610, 5172, 8315, 6156, 3555, 1863, 32887, 5016, 5296, 1823, 12602, 4587, 2304, 1975, 2655, 1863, 9957, 13672, 1829, 39896, 25961, 2655, 1823, 12602, 4587, 2304, 1975, 2655, 1863, 9957, 2423, 24433, 6225, 42213, 10632, 2423, 33599, 1829, 2423, 24433, 6156, 3224, 15730, 2423, 9284, 4724, 28820, 4724, 3794, 41193, 3660, 8032, 2655, 8592, 38688, 50113, 6027, 47356, 4724, 8592, 28820, 8608, 16572, 3615, 45164, 47525, 8315, 8717, 25957, 1211, 18161, 3209, 4724, 28814, 4587, 37440, 9957, 5296, 2423, 293, 4032, 20193, 2423, 420, 5296, 2423, 293], "avg_logprob": -0.2120535680419439, "compression_ratio": 1.892156862745098, "no_speech_prob": 4.351139068603516e-06, "words": [{"start": 443.52, "end": 443.88, "word": "يكاد", "probability": 0.6767578125}, {"start": 443.88, "end": 444.1, "word": " يكون", "probability": 0.982666015625}, {"start": 444.1, "end": 444.42, "word": " Zero", "probability": 0.417724609375}, {"start": 444.42, "end": 445.06, "word": " فمعنى", "probability": 0.81484375}, {"start": 445.06, "end": 445.28, "word": " ذلك", "probability": 0.993408203125}, {"start": 445.28, "end": 445.42, "word": " أن", "probability": 0.61962890625}, {"start": 445.42, "end": 446.22, "word": " الـ", "probability": 0.658447265625}, {"start": 446.22, "end": 446.38, "word": " W", "probability": 0.5224609375}, {"start": 446.38, "end": 446.9, "word": " القديمة", "probability": 0.9601236979166666}, {"start": 446.9, "end": 447.08, "word": " هي", "probability": 0.90283203125}, {"start": 447.08, "end": 447.38, "word": " نفسها", "probability": 0.9899088541666666}, {"start": 447.38, "end": 447.82, "word": " الجديدة", "probability": 0.9337565104166666}, {"start": 447.82, "end": 448.24, "word": " أو", "probability": 0.85888671875}, {"start": 448.24, "end": 448.62, "word": " تكاد", "probability": 0.95166015625}, {"start": 448.62, "end": 448.88, "word": " تكون", "probability": 0.9814453125}, {"start": 448.88, "end": 448.98, "word": " هي", "probability": 0.41064453125}, {"start": 448.98, "end": 449.2, "word": " نفسها", "probability": 0.9930013020833334}, {"start": 449.2, "end": 449.56, "word": " الجديدة", "probability": 0.986328125}, {"start": 449.56, "end": 450.08, "word": " ماتغيرش", "probability": 0.72724609375}, {"start": 450.08, "end": 450.26, "word": " عليها", "probability": 0.8984375}, {"start": 450.26, "end": 450.94, "word": " إشي", "probability": 0.8367513020833334}, {"start": 450.94, "end": 451.4, "word": " فهنا", "probability": 0.9313151041666666}, {"start": 451.4, "end": 451.74, "word": " بنكون", "probability": 0.71533203125}, {"start": 451.74, "end": 452.12, "word": " طرنا", "probability": 0.732421875}, {"start": 452.12, "end": 452.86, "word": " بنقول", "probability": 0.5450439453125}, {"start": 452.86, "end": 453.16, "word": " واقف", "probability": 0.6841634114583334}, {"start": 453.16, "end": 453.3, "word": " خلاص", "probability": 0.8264973958333334}, {"start": 453.3, "end": 453.74, "word": " وجفنا", "probability": 0.7914225260416666}, {"start": 453.74, "end": 455.42, "word": " فبنروح", "probability": 0.94638671875}, {"start": 455.42, "end": 455.54, "word": " ل", "probability": 0.8896484375}, {"start": 455.54, "end": 455.7, "word": " step", "probability": 0.7216796875}, {"start": 455.7, "end": 455.96, "word": " رقم", "probability": 0.9632161458333334}, {"start": 455.96, "end": 456.32, "word": " اتنين", "probability": 0.78857421875}, {"start": 456.32, "end": 456.78, "word": " اللي", "probability": 0.935791015625}, {"start": 456.78, "end": 457.1, "word": " هي", "probability": 0.638671875}, {"start": 457.1, "end": 458.08, "word": " كانت", "probability": 0.896728515625}, {"start": 458.08, "end": 458.42, "word": " step", "probability": 0.8818359375}, {"start": 458.42, "end": 458.66, "word": " رقم", "probability": 0.9899088541666666}, {"start": 458.66, "end": 458.84, "word": " اتنين", "probability": 0.9781494140625}, {"start": 458.84, "end": 458.94, "word": " ال", "probability": 0.89111328125}, {"start": 458.94, "end": 459.4, "word": " activation", "probability": 0.9619140625}, {"start": 459.4, "end": 459.96, "word": " عملية", "probability": 0.9534505208333334}, {"start": 459.96, "end": 460.36, "word": " الاشي", "probability": 0.5415445963541666}, {"start": 460.36, "end": 460.44, "word": " ال", "probability": 0.875}, {"start": 460.44, "end": 460.92, "word": " activation", "probability": 0.95849609375}, {"start": 460.92, "end": 461.62, "word": " فهذا", "probability": 0.9375}, {"start": 461.62, "end": 461.72, "word": " ال", "probability": 0.96826171875}, {"start": 461.72, "end": 461.98, "word": " algorithm", "probability": 0.943359375}, {"start": 461.98, "end": 462.3, "word": " بكل", "probability": 0.854736328125}, {"start": 462.3, "end": 462.72, "word": " بساطة", "probability": 0.9923095703125}, {"start": 462.72, "end": 463.7, "word": " هتشوف", "probability": 0.8453369140625}, {"start": 463.7, "end": 464.02, "word": " مثال", "probability": 0.972412109375}, {"start": 464.02, "end": 464.32, "word": " عليه", "probability": 0.970703125}, {"start": 464.32, "end": 465.58, "word": " بشكل", "probability": 0.9913736979166666}, {"start": 465.58, "end": 466.16, "word": " سريع", "probability": 0.9890950520833334}, {"start": 466.16, "end": 466.3, "word": " لو", "probability": 0.9296875}, {"start": 466.3, "end": 466.52, "word": " بدنا", "probability": 0.92822265625}, {"start": 466.52, "end": 466.98, "word": " نعمل", "probability": 0.9967447916666666}, {"start": 466.98, "end": 467.94, "word": " neural", "probability": 0.8291015625}, {"start": 467.94, "end": 468.6, "word": " network", "probability": 0.94775390625}, {"start": 468.6, "end": 469.88, "word": " بإقلامين", "probability": 0.55390625}, {"start": 469.88, "end": 470.32, "word": " ل", "probability": 0.57275390625}, {"start": 470.32, "end": 470.96, "word": " ال", "probability": 0.60693359375}, {"start": 470.96, "end": 471.14, "word": " and", "probability": 0.39208984375}, {"start": 471.14, "end": 471.28, "word": " و", "probability": 0.544921875}, {"start": 471.28, "end": 471.38, "word": " لا", "probability": 0.6904296875}, {"start": 471.38, "end": 471.56, "word": " ال", "probability": 0.87939453125}, {"start": 471.56, "end": 471.7, "word": " or", "probability": 0.91259765625}, {"start": 471.7, "end": 471.8, "word": " ل", "probability": 0.467041015625}, {"start": 471.8, "end": 471.92, "word": " ال", "probability": 0.9306640625}, {"start": 471.92, "end": 472.2, "word": " and", "probability": 0.88037109375}], "temperature": 1.0}, {"id": 23, "seek": 50268, "start": 475.86, "end": 502.68, "text": "لل end معناته بدنا neuron أولى و هيكون في عندي two inputs إذا كان بتكلم عن ال end ل two inputs فهيكون عندك X1 X2 و بدنا ال desired output طيب إيش كل ال possibilities الممكنة 00100111", "tokens": [1211, 1211, 917, 20449, 8315, 47395, 47525, 8315, 34090, 5551, 12610, 7578, 4032, 39896, 30544, 8978, 18871, 16254, 732, 15743, 11933, 15730, 25961, 39894, 4117, 19528, 18871, 2423, 917, 5296, 732, 15743, 6156, 3224, 1829, 30544, 43242, 4117, 1783, 16, 1783, 17, 4032, 47525, 8315, 2423, 14721, 5598, 23032, 1829, 3555, 11933, 1829, 8592, 28242, 2423, 12178, 9673, 43020, 3660, 7143, 3279, 10607, 5348], "avg_logprob": -0.24639423076923078, "compression_ratio": 1.4606741573033708, "no_speech_prob": 0.0, "words": [{"start": 475.86, "end": 476.2, "word": "لل", "probability": 0.732177734375}, {"start": 476.2, "end": 476.5, "word": " end", "probability": 0.360107421875}, {"start": 476.5, "end": 477.0, "word": " معناته", "probability": 0.780517578125}, {"start": 477.0, "end": 477.22, "word": " بدنا", "probability": 0.721435546875}, {"start": 477.22, "end": 477.54, "word": " neuron", "probability": 0.748046875}, {"start": 477.54, "end": 478.0, "word": " أولى", "probability": 0.810546875}, {"start": 478.0, "end": 478.38, "word": " و", "probability": 0.87353515625}, {"start": 478.38, "end": 478.7, "word": " هيكون", "probability": 0.60101318359375}, {"start": 478.7, "end": 478.84, "word": " في", "probability": 0.76806640625}, {"start": 478.84, "end": 479.14, "word": " عندي", "probability": 0.630615234375}, {"start": 479.14, "end": 479.44, "word": " two", "probability": 0.82568359375}, {"start": 479.44, "end": 479.94, "word": " inputs", "probability": 0.8603515625}, {"start": 479.94, "end": 481.52, "word": " إذا", "probability": 0.7509765625}, {"start": 481.52, "end": 481.66, "word": " كان", "probability": 0.95654296875}, {"start": 481.66, "end": 482.0, "word": " بتكلم", "probability": 0.7254231770833334}, {"start": 482.0, "end": 482.3, "word": " عن", "probability": 0.99755859375}, {"start": 482.3, "end": 483.3, "word": " ال", "probability": 0.96484375}, {"start": 483.3, "end": 484.22, "word": " end", "probability": 0.75634765625}, {"start": 484.22, "end": 486.4, "word": " ل", "probability": 0.9501953125}, {"start": 486.4, "end": 487.7, "word": " two", "probability": 0.8134765625}, {"start": 487.7, "end": 488.08, "word": " inputs", "probability": 0.8642578125}, {"start": 488.08, "end": 488.54, "word": " فهيكون", "probability": 0.8992919921875}, {"start": 488.54, "end": 488.88, "word": " عندك", "probability": 0.990234375}, {"start": 488.88, "end": 489.56, "word": " X1", "probability": 0.552734375}, {"start": 489.56, "end": 490.72, "word": " X2", "probability": 0.750732421875}, {"start": 490.72, "end": 491.14, "word": " و", "probability": 0.70458984375}, {"start": 491.14, "end": 491.48, "word": " بدنا", "probability": 0.943359375}, {"start": 491.48, "end": 491.64, "word": " ال", "probability": 0.83349609375}, {"start": 491.64, "end": 492.12, "word": " desired", "probability": 0.86279296875}, {"start": 492.12, "end": 493.16, "word": " output", "probability": 0.98681640625}, {"start": 493.16, "end": 494.86, "word": " طيب", "probability": 0.95751953125}, {"start": 494.86, "end": 495.28, "word": " إيش", "probability": 0.7923177083333334}, {"start": 495.28, "end": 495.52, "word": " كل", "probability": 0.98193359375}, {"start": 495.52, "end": 496.76, "word": " ال", "probability": 0.7177734375}, {"start": 496.76, "end": 497.32, "word": " possibilities", "probability": 0.97265625}, {"start": 497.32, "end": 498.76, "word": " الممكنة", "probability": 0.98095703125}, {"start": 498.76, "end": 502.68, "word": " 00100111", "probability": 0.7994384765625}], "temperature": 1.0}, {"id": 24, "seek": 51791, "start": 503.8, "end": 517.92, "text": "هذه كل ال possibilities الممكنة و المفروض هنا مدام أنت تتكلم عن and كله zero إلا في حالة واحد واحد هذا ال desired فانا محتاج ال desired وهذا مقترن بال inputs فهي في عند هنا input", "tokens": [3224, 24192, 28242, 2423, 12178, 9673, 43020, 3660, 4032, 9673, 5172, 32887, 11242, 34105, 3714, 3215, 10943, 14739, 2655, 6055, 2655, 4117, 19528, 18871, 293, 28242, 3224, 4018, 11933, 15040, 8978, 11331, 6027, 3660, 36764, 24401, 36764, 24401, 23758, 2423, 14721, 6156, 7649, 995, 3714, 33753, 26108, 2423, 14721, 37037, 15730, 3714, 38149, 2288, 1863, 20666, 15743, 6156, 3224, 1829, 8978, 43242, 34105, 4846], "avg_logprob": -0.21586538461538463, "compression_ratio": 1.5681818181818181, "no_speech_prob": 0.0, "words": [{"start": 503.8, "end": 504.1, "word": "هذه", "probability": 0.83642578125}, {"start": 504.1, "end": 504.34, "word": " كل", "probability": 0.8671875}, {"start": 504.34, "end": 504.44, "word": " ال", "probability": 0.450927734375}, {"start": 504.44, "end": 504.82, "word": " possibilities", "probability": 0.77197265625}, {"start": 504.82, "end": 505.46, "word": " الممكنة", "probability": 0.9412434895833334}, {"start": 505.46, "end": 505.9, "word": " و", "probability": 0.402099609375}, {"start": 505.9, "end": 506.42, "word": " المفروض", "probability": 0.8848876953125}, {"start": 506.42, "end": 506.72, "word": " هنا", "probability": 0.8505859375}, {"start": 506.72, "end": 507.36, "word": " مدام", "probability": 0.7819010416666666}, {"start": 507.36, "end": 507.48, "word": " أنت", "probability": 0.453369140625}, {"start": 507.48, "end": 507.7, "word": " تتكلم", "probability": 0.9171142578125}, {"start": 507.7, "end": 507.88, "word": " عن", "probability": 0.99462890625}, {"start": 507.88, "end": 508.26, "word": " and", "probability": 0.66552734375}, {"start": 508.26, "end": 508.92, "word": " كله", "probability": 0.892333984375}, {"start": 508.92, "end": 509.14, "word": " zero", "probability": 0.449951171875}, {"start": 509.14, "end": 509.5, "word": " إلا", "probability": 0.910400390625}, {"start": 509.5, "end": 509.84, "word": " في", "probability": 0.94384765625}, {"start": 509.84, "end": 510.14, "word": " حالة", "probability": 0.9952799479166666}, {"start": 510.14, "end": 510.42, "word": " واحد", "probability": 0.60614013671875}, {"start": 510.42, "end": 510.82, "word": " واحد", "probability": 0.813232421875}, {"start": 510.82, "end": 512.06, "word": " هذا", "probability": 0.85107421875}, {"start": 512.06, "end": 512.28, "word": " ال", "probability": 0.833984375}, {"start": 512.28, "end": 512.62, "word": " desired", "probability": 0.7041015625}, {"start": 512.62, "end": 512.9, "word": " فانا", "probability": 0.9000651041666666}, {"start": 512.9, "end": 513.48, "word": " محتاج", "probability": 0.9915364583333334}, {"start": 513.48, "end": 513.62, "word": " ال", "probability": 0.91015625}, {"start": 513.62, "end": 514.18, "word": " desired", "probability": 0.89990234375}, {"start": 514.18, "end": 514.8, "word": " وهذا", "probability": 0.8369140625}, {"start": 514.8, "end": 515.38, "word": " مقترن", "probability": 0.9661865234375}, {"start": 515.38, "end": 515.56, "word": " بال", "probability": 0.97509765625}, {"start": 515.56, "end": 516.08, "word": " inputs", "probability": 0.66162109375}, {"start": 516.08, "end": 516.92, "word": " فهي", "probability": 0.8396809895833334}, {"start": 516.92, "end": 517.0, "word": " في", "probability": 0.6240234375}, {"start": 517.0, "end": 517.16, "word": " عند", "probability": 0.76416015625}, {"start": 517.16, "end": 517.38, "word": " هنا", "probability": 0.6005859375}, {"start": 517.38, "end": 517.92, "word": " input", "probability": 0.96875}], "temperature": 1.0}, {"id": 25, "seek": 54686, "start": 519.44, "end": 546.86, "text": "و هنا في عندي ال output او ال desired output حقيقة تمام كل ما ادخله صفر و صفر هعطيله ان قيمة ال desired output لازم تكون صفر هقوله واحد واحد معناته ال desired تبعها واحد واحد و هكذا تمام فهي الجدول تبعنا كويس و هنبدأ iteration by iteration فكل iteration بعطي input محدد فال iteration دلوقتي بعطي صفر و صفر و بقول دير بالك هذه لازم تطلع صفر طيب جدش قيم ال weights", "tokens": [2407, 34105, 8978, 18871, 16254, 2423, 5598, 1975, 2407, 2423, 14721, 5598, 11331, 38436, 28671, 46811, 10943, 28242, 19446, 1975, 3215, 9778, 43761, 20328, 5172, 2288, 4032, 20328, 5172, 2288, 8032, 3615, 9566, 26895, 3224, 16472, 12174, 32640, 3660, 2423, 14721, 5598, 5296, 31377, 2304, 6055, 30544, 20328, 5172, 2288, 8032, 39648, 3224, 36764, 24401, 36764, 24401, 20449, 8315, 47395, 2423, 14721, 6055, 3555, 3615, 11296, 36764, 24401, 36764, 24401, 4032, 8032, 4117, 15730, 46811, 10943, 6156, 3224, 1829, 25724, 3215, 12610, 6055, 3555, 3615, 8315, 9122, 45865, 3794, 4032, 8032, 1863, 44510, 10721, 24784, 538, 24784, 6156, 28820, 24784, 4724, 3615, 9566, 1829, 4846, 3714, 24401, 3215, 6156, 6027, 24784, 11778, 1211, 30543, 31371, 4724, 3615, 9566, 1829, 20328, 5172, 2288, 4032, 20328, 5172, 2288, 4032, 4724, 39648, 11778, 13546, 20666, 4117, 29538, 5296, 31377, 2304, 6055, 9566, 1211, 3615, 20328, 5172, 2288, 23032, 1829, 3555, 10874, 3215, 8592, 12174, 32640, 2423, 17443], "avg_logprob": -0.1810483815208558, "compression_ratio": 2.0251798561151078, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 519.44, "end": 519.6, "word": "و", "probability": 0.55126953125}, {"start": 519.6, "end": 519.74, "word": " هنا", "probability": 0.640625}, {"start": 519.74, "end": 519.86, "word": " في", "probability": 0.85986328125}, {"start": 519.86, "end": 520.1, "word": " عندي", "probability": 0.6875}, {"start": 520.1, "end": 520.2, "word": " ال", "probability": 0.8818359375}, {"start": 520.2, "end": 520.6, "word": " output", "probability": 0.77734375}, {"start": 520.6, "end": 521.54, "word": " او", "probability": 0.657470703125}, {"start": 521.54, "end": 521.64, "word": " ال", "probability": 0.7197265625}, {"start": 521.64, "end": 521.92, "word": " desired", "probability": 0.7392578125}, {"start": 521.92, "end": 522.7, "word": " output", "probability": 0.99462890625}, {"start": 522.7, "end": 523.14, "word": " حقيقة", "probability": 0.84326171875}, {"start": 523.14, "end": 523.94, "word": " تمام", "probability": 0.80908203125}, {"start": 523.94, "end": 524.56, "word": " كل", "probability": 0.86181640625}, {"start": 524.56, "end": 524.74, "word": " ما", "probability": 0.8349609375}, {"start": 524.74, "end": 525.46, "word": " ادخله", "probability": 0.8790283203125}, {"start": 525.46, "end": 525.78, "word": " صفر", "probability": 0.7811686197916666}, {"start": 525.78, "end": 525.88, "word": " و", "probability": 0.8876953125}, {"start": 525.88, "end": 526.16, "word": " صفر", "probability": 0.9650065104166666}, {"start": 526.16, "end": 526.72, "word": " هعطيله", "probability": 0.778173828125}, {"start": 526.72, "end": 526.86, "word": " ان", "probability": 0.837890625}, {"start": 526.86, "end": 527.28, "word": " قيمة", "probability": 0.9689127604166666}, {"start": 527.28, "end": 527.38, "word": " ال", "probability": 0.73193359375}, {"start": 527.38, "end": 527.7, "word": " desired", "probability": 0.91259765625}, {"start": 527.7, "end": 528.04, "word": " output", "probability": 0.99609375}, {"start": 528.04, "end": 528.64, "word": " لازم", "probability": 0.8430989583333334}, {"start": 528.64, "end": 528.82, "word": " تكون", "probability": 0.93505859375}, {"start": 528.82, "end": 529.12, "word": " صفر", "probability": 0.97509765625}, {"start": 529.12, "end": 529.84, "word": " هقوله", "probability": 0.6593017578125}, {"start": 529.84, "end": 530.12, "word": " واحد", "probability": 0.681396484375}, {"start": 530.12, "end": 530.38, "word": " واحد", "probability": 0.90380859375}, {"start": 530.38, "end": 530.66, "word": " معناته", "probability": 0.83740234375}, {"start": 530.66, "end": 530.76, "word": " ال", "probability": 0.7919921875}, {"start": 530.76, "end": 530.98, "word": " desired", "probability": 0.61279296875}, {"start": 530.98, "end": 531.36, "word": " تبعها", "probability": 0.76788330078125}, {"start": 531.36, "end": 531.68, "word": " واحد", "probability": 0.97998046875}, {"start": 531.68, "end": 531.98, "word": " واحد", "probability": 0.977783203125}, {"start": 531.98, "end": 532.3, "word": " و", "probability": 0.56396484375}, {"start": 532.3, "end": 532.7, "word": " هكذا", "probability": 0.9319661458333334}, {"start": 532.7, "end": 533.76, "word": " تمام", "probability": 0.89990234375}, {"start": 533.76, "end": 534.96, "word": " فهي", "probability": 0.9005533854166666}, {"start": 534.96, "end": 535.46, "word": " الجدول", "probability": 0.8064778645833334}, {"start": 535.46, "end": 535.92, "word": " تبعنا", "probability": 0.888916015625}, {"start": 535.92, "end": 537.12, "word": " كويس", "probability": 0.8250325520833334}, {"start": 537.12, "end": 537.34, "word": " و", "probability": 0.93017578125}, {"start": 537.34, "end": 537.66, "word": " هنبدأ", "probability": 0.9664306640625}, {"start": 537.66, "end": 538.1, "word": " iteration", "probability": 0.7548828125}, {"start": 538.1, "end": 538.68, "word": " by", "probability": 0.85400390625}, {"start": 538.68, "end": 539.2, "word": " iteration", "probability": 0.9208984375}, {"start": 539.2, "end": 539.62, "word": " فكل", "probability": 0.89501953125}, {"start": 539.62, "end": 540.0, "word": " iteration", "probability": 0.90380859375}, {"start": 540.0, "end": 540.36, "word": " بعطي", "probability": 0.89111328125}, {"start": 540.36, "end": 540.62, "word": " input", "probability": 0.85791015625}, {"start": 540.62, "end": 541.2, "word": " محدد", "probability": 0.9962565104166666}, {"start": 541.2, "end": 541.76, "word": " فال", "probability": 0.983642578125}, {"start": 541.76, "end": 541.98, "word": " iteration", "probability": 0.8505859375}, {"start": 541.98, "end": 542.26, "word": " دلوقتي", "probability": 0.7652587890625}, {"start": 542.26, "end": 542.56, "word": " بعطي", "probability": 0.8621826171875}, {"start": 542.56, "end": 542.8, "word": " صفر", "probability": 0.9049479166666666}, {"start": 542.8, "end": 542.9, "word": " و", "probability": 0.92431640625}, {"start": 542.9, "end": 543.14, "word": " صفر", "probability": 0.9806315104166666}, {"start": 543.14, "end": 543.38, "word": " و", "probability": 0.82958984375}, {"start": 543.38, "end": 543.58, "word": " بقول", "probability": 0.978271484375}, {"start": 543.58, "end": 543.76, "word": " دير", "probability": 0.6962890625}, {"start": 543.76, "end": 544.04, "word": " بالك", "probability": 0.769287109375}, {"start": 544.04, "end": 544.18, "word": " هذه", "probability": 0.53955078125}, {"start": 544.18, "end": 544.34, "word": " لازم", "probability": 0.97998046875}, {"start": 544.34, "end": 544.62, "word": " تطلع", "probability": 0.985595703125}, {"start": 544.62, "end": 544.98, "word": " صفر", "probability": 0.99365234375}, {"start": 544.98, "end": 545.84, "word": " طيب", "probability": 0.9054361979166666}, {"start": 545.84, "end": 546.26, "word": " جدش", "probability": 0.7859700520833334}, {"start": 546.26, "end": 546.44, "word": " قيم", "probability": 0.9970703125}, {"start": 546.44, "end": 546.6, "word": " ال", "probability": 0.9765625}, {"start": 546.6, "end": 546.86, "word": " weights", "probability": 0.8203125}], "temperature": 1.0}, {"id": 26, "seek": 57226, "start": 548.22, "end": 572.26, "text": "فهي X1 وهي X2 وهنا ال output اللي مبدئيا هيكون عبارة عن desired لازم يكون موجود عندي هنبدأ ب W1 و W2 بدنا قيم Randomly لها هنا جالنا خدوا هاي Randomly بشكل عشوائي هذه 0.3 بشكل عشوائي هذه minus 0.1 صح غلط ماعرفش", "tokens": [5172, 3224, 1829, 1783, 16, 37037, 1829, 1783, 17, 37037, 8315, 2423, 5598, 13672, 1829, 3714, 44510, 19986, 25528, 8032, 1829, 30544, 6225, 3555, 9640, 3660, 18871, 14721, 5296, 31377, 2304, 7251, 30544, 3714, 29245, 23328, 18871, 16254, 8032, 1863, 44510, 10721, 4724, 343, 16, 4032, 343, 17, 47525, 8315, 12174, 32640, 37603, 356, 5296, 11296, 34105, 10874, 6027, 8315, 16490, 3215, 14407, 8032, 47302, 37603, 356, 4724, 8592, 28820, 6225, 8592, 2407, 16373, 1829, 29538, 1958, 13, 18, 4724, 8592, 28820, 6225, 8592, 2407, 16373, 1829, 29538, 3175, 1958, 13, 16, 20328, 5016, 32771, 1211, 9566, 19446, 3615, 28480, 8592], "avg_logprob": -0.2233455825377913, "compression_ratio": 1.5789473684210527, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 548.22, "end": 548.6, "word": "فهي", "probability": 0.6852213541666666}, {"start": 548.6, "end": 549.28, "word": " X1", "probability": 0.69580078125}, {"start": 549.28, "end": 550.06, "word": " وهي", "probability": 0.8212890625}, {"start": 550.06, "end": 550.52, "word": " X2", "probability": 0.994873046875}, {"start": 550.52, "end": 552.0, "word": " وهنا", "probability": 0.806640625}, {"start": 552.0, "end": 552.24, "word": " ال", "probability": 0.91552734375}, {"start": 552.24, "end": 552.7, "word": " output", "probability": 0.88916015625}, {"start": 552.7, "end": 553.16, "word": " اللي", "probability": 0.65185546875}, {"start": 553.16, "end": 553.94, "word": " مبدئيا", "probability": 0.766845703125}, {"start": 553.94, "end": 554.32, "word": " هيكون", "probability": 0.7246907552083334}, {"start": 554.32, "end": 554.62, "word": " عبارة", "probability": 0.9547119140625}, {"start": 554.62, "end": 554.92, "word": " عن", "probability": 0.99365234375}, {"start": 554.92, "end": 555.68, "word": " desired", "probability": 0.82861328125}, {"start": 555.68, "end": 556.06, "word": " لازم", "probability": 0.9791666666666666}, {"start": 556.06, "end": 556.42, "word": " يكون", "probability": 0.899658203125}, {"start": 556.42, "end": 557.06, "word": " موجود", "probability": 0.9690755208333334}, {"start": 557.06, "end": 557.4, "word": " عندي", "probability": 0.5777587890625}, {"start": 557.4, "end": 558.96, "word": " هنبدأ", "probability": 0.934326171875}, {"start": 558.96, "end": 559.24, "word": " ب", "probability": 0.6962890625}, {"start": 559.24, "end": 560.0, "word": " W1", "probability": 0.653564453125}, {"start": 560.0, "end": 560.18, "word": " و", "probability": 0.6201171875}, {"start": 560.18, "end": 560.82, "word": " W2", "probability": 0.893310546875}, {"start": 560.82, "end": 561.28, "word": " بدنا", "probability": 0.691162109375}, {"start": 561.28, "end": 561.5, "word": " قيم", "probability": 0.932373046875}, {"start": 561.5, "end": 561.9, "word": " Randomly", "probability": 0.453857421875}, {"start": 561.9, "end": 562.24, "word": " لها", "probability": 0.779052734375}, {"start": 562.24, "end": 562.78, "word": " هنا", "probability": 0.623046875}, {"start": 562.78, "end": 563.14, "word": " جالنا", "probability": 0.7767740885416666}, {"start": 563.14, "end": 563.54, "word": " خدوا", "probability": 0.9054361979166666}, {"start": 563.54, "end": 563.72, "word": " هاي", "probability": 0.6719970703125}, {"start": 563.72, "end": 564.16, "word": " Randomly", "probability": 0.8662109375}, {"start": 564.16, "end": 564.84, "word": " بشكل", "probability": 0.9694010416666666}, {"start": 564.84, "end": 566.66, "word": " عشوائي", "probability": 0.9783203125}, {"start": 566.66, "end": 566.9, "word": " هذه", "probability": 0.30419921875}, {"start": 566.9, "end": 567.26, "word": " 0", "probability": 0.32861328125}, {"start": 567.26, "end": 567.88, "word": ".3", "probability": 0.995849609375}, {"start": 567.88, "end": 568.54, "word": " بشكل", "probability": 0.9358723958333334}, {"start": 568.54, "end": 568.96, "word": " عشوائي", "probability": 0.99482421875}, {"start": 568.96, "end": 569.16, "word": " هذه", "probability": 0.84619140625}, {"start": 569.16, "end": 569.56, "word": " minus", "probability": 0.10968017578125}, {"start": 569.56, "end": 569.84, "word": " 0", "probability": 0.9453125}, {"start": 569.84, "end": 570.46, "word": ".1", "probability": 0.99560546875}, {"start": 570.46, "end": 571.42, "word": " صح", "probability": 0.98681640625}, {"start": 571.42, "end": 571.78, "word": " غلط", "probability": 0.9158528645833334}, {"start": 571.78, "end": 572.26, "word": " ماعرفش", "probability": 0.864013671875}], "temperature": 1.0}, {"id": 27, "seek": 59554, "start": 573.8, "end": 595.54, "text": "كويس ولكن احنا ميالين ان صدفة هتكون صعبة انه يطلع من اول مرة مظبوطين صح طيب ضال محتاج متذكرين القوانين تبع التو محتاجين قيمة ايش قيمة Alpha صحيح قيمة Alpha وقلنا انه يعني في الغالب الكل باستخدامها 0.1 فحن استخدمها 0.1 في شغلنا طيب في حاجة مهمة في عندي حاجة اسمها three short هنا", "tokens": [4117, 45865, 3794, 35525, 19452, 1975, 5016, 8315, 3714, 1829, 6027, 9957, 16472, 20328, 3215, 5172, 3660, 8032, 2655, 30544, 20328, 3615, 49401, 16472, 3224, 7251, 9566, 1211, 3615, 9154, 1975, 12610, 3714, 25720, 3714, 19913, 3555, 2407, 9566, 9957, 20328, 5016, 23032, 1829, 3555, 48812, 6027, 3714, 33753, 26108, 44650, 8848, 37983, 9957, 25062, 2407, 7649, 9957, 6055, 3555, 3615, 16712, 2407, 3714, 33753, 26108, 9957, 12174, 32640, 3660, 1975, 1829, 8592, 12174, 32640, 3660, 20588, 20328, 5016, 1829, 5016, 12174, 32640, 3660, 20588, 4032, 4587, 1211, 8315, 16472, 3224, 37495, 22653, 8978, 6024, 118, 6027, 3555, 2423, 28820, 4724, 995, 14851, 9778, 3215, 10943, 11296, 1958, 13, 16, 6156, 5016, 1863, 44713, 9778, 40448, 11296, 1958, 13, 16, 8978, 13412, 17082, 1211, 8315, 23032, 1829, 3555, 8978, 11331, 26108, 3660, 3714, 16095, 3660, 8978, 18871, 16254, 11331, 26108, 3660, 24525, 2304, 11296, 1045, 2099, 34105], "avg_logprob": -0.18158784498636787, "compression_ratio": 1.8928571428571428, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 573.8, "end": 574.2, "word": "كويس", "probability": 0.6722819010416666}, {"start": 574.2, "end": 574.7, "word": " ولكن", "probability": 0.712646484375}, {"start": 574.7, "end": 574.86, "word": " احنا", "probability": 0.8585611979166666}, {"start": 574.86, "end": 575.38, "word": " ميالين", "probability": 0.792236328125}, {"start": 575.38, "end": 575.64, "word": " ان", "probability": 0.66650390625}, {"start": 575.64, "end": 576.2, "word": " صدفة", "probability": 0.880126953125}, {"start": 576.2, "end": 576.48, "word": " هتكون", "probability": 0.7136637369791666}, {"start": 576.48, "end": 576.76, "word": " صعبة", "probability": 0.9417317708333334}, {"start": 576.76, "end": 576.92, "word": " انه", "probability": 0.6591796875}, {"start": 576.92, "end": 577.1, "word": " يطلع", "probability": 0.9749755859375}, {"start": 577.1, "end": 577.2, "word": " من", "probability": 0.8701171875}, {"start": 577.2, "end": 577.38, "word": " اول", "probability": 0.77490234375}, {"start": 577.38, "end": 577.66, "word": " مرة", "probability": 0.966064453125}, {"start": 577.66, "end": 578.64, "word": " مظبوطين", "probability": 0.8878580729166666}, {"start": 578.64, "end": 578.88, "word": " صح", "probability": 0.9404296875}, {"start": 578.88, "end": 579.38, "word": " طيب", "probability": 0.9498697916666666}, {"start": 579.38, "end": 579.86, "word": " ضال", "probability": 0.35211181640625}, {"start": 579.86, "end": 580.48, "word": " محتاج", "probability": 0.9591471354166666}, {"start": 580.48, "end": 581.24, "word": " متذكرين", "probability": 0.794921875}, {"start": 581.24, "end": 581.78, "word": " القوانين", "probability": 0.986572265625}, {"start": 581.78, "end": 582.0, "word": " تبع", "probability": 0.741455078125}, {"start": 582.0, "end": 582.26, "word": " التو", "probability": 0.837890625}, {"start": 582.26, "end": 582.74, "word": " محتاجين", "probability": 0.9261474609375}, {"start": 582.74, "end": 583.06, "word": " قيمة", "probability": 0.9866536458333334}, {"start": 583.06, "end": 583.36, "word": " ايش", "probability": 0.7052408854166666}, {"start": 583.36, "end": 584.12, "word": " قيمة", "probability": 0.9041341145833334}, {"start": 584.12, "end": 584.46, "word": " Alpha", "probability": 0.5302734375}, {"start": 584.46, "end": 586.04, "word": " صحيح", "probability": 0.98388671875}, {"start": 586.04, "end": 586.64, "word": " قيمة", "probability": 0.95849609375}, {"start": 586.64, "end": 586.98, "word": " Alpha", "probability": 0.962890625}, {"start": 586.98, "end": 587.6, "word": " وقلنا", "probability": 0.80377197265625}, {"start": 587.6, "end": 588.06, "word": " انه", "probability": 0.930419921875}, {"start": 588.06, "end": 588.64, "word": " يعني", "probability": 0.829345703125}, {"start": 588.64, "end": 588.78, "word": " في", "probability": 0.85400390625}, {"start": 588.78, "end": 589.12, "word": " الغالب", "probability": 0.9635009765625}, {"start": 589.12, "end": 589.34, "word": " الكل", "probability": 0.82666015625}, {"start": 589.34, "end": 589.78, "word": " باستخدامها", "probability": 0.9349888392857143}, {"start": 589.78, "end": 589.9, "word": " 0", "probability": 0.325439453125}, {"start": 589.9, "end": 590.48, "word": ".1", "probability": 0.99365234375}, {"start": 590.48, "end": 590.98, "word": " فحن", "probability": 0.70654296875}, {"start": 590.98, "end": 591.4, "word": " استخدمها", "probability": 0.902099609375}, {"start": 591.4, "end": 591.54, "word": " 0", "probability": 0.93896484375}, {"start": 591.54, "end": 591.9, "word": ".1", "probability": 0.99853515625}, {"start": 591.9, "end": 592.02, "word": " في", "probability": 0.93310546875}, {"start": 592.02, "end": 592.52, "word": " شغلنا", "probability": 0.992919921875}, {"start": 592.52, "end": 593.1, "word": " طيب", "probability": 0.9664713541666666}, {"start": 593.1, "end": 593.42, "word": " في", "probability": 0.79736328125}, {"start": 593.42, "end": 593.68, "word": " حاجة", "probability": 0.9957682291666666}, {"start": 593.68, "end": 594.12, "word": " مهمة", "probability": 0.9939778645833334}, {"start": 594.12, "end": 594.28, "word": " في", "probability": 0.5517578125}, {"start": 594.28, "end": 594.48, "word": " عندي", "probability": 0.8251953125}, {"start": 594.48, "end": 594.66, "word": " حاجة", "probability": 0.9947916666666666}, {"start": 594.66, "end": 594.84, "word": " اسمها", "probability": 0.8385416666666666}, {"start": 594.84, "end": 595.0, "word": " three", "probability": 0.5380859375}, {"start": 595.0, "end": 595.3, "word": " short", "probability": 0.354736328125}, {"start": 595.3, "end": 595.54, "word": " هنا", "probability": 0.99072265625}], "temperature": 1.0}, {"id": 28, "seek": 60765, "start": 596.53, "end": 607.65, "text": "جدّيش هنعمل ال three short برضه ممكن نبدأها بشكل راندوملي لكن بدناش نقدر نعدل الوجد في مرحلتنا هذه بدناش نعدل عليها كتير فحاخدها قيمة ثابتة و نضن عليها فهقول θ تساوي 0.2", "tokens": [7435, 3215, 11703, 1829, 8592, 8032, 1863, 25957, 1211, 2423, 1045, 2099, 4724, 43042, 3224, 3714, 43020, 8717, 44510, 10721, 11296, 4724, 8592, 28820, 12602, 7649, 3215, 20498, 20292, 44381, 47525, 8315, 8592, 8717, 28543, 2288, 8717, 22488, 1211, 2423, 29245, 3215, 8978, 3714, 2288, 5016, 1211, 2655, 8315, 29538, 47525, 8315, 8592, 8717, 22488, 1211, 25894, 11296, 9122, 2655, 13546, 6156, 5016, 47283, 3215, 11296, 12174, 32640, 3660, 38637, 16758, 2655, 3660, 4032, 8717, 11242, 1863, 25894, 11296, 6156, 3224, 39648, 12622, 6055, 3794, 995, 45865, 1958, 13, 17], "avg_logprob": -0.2585851687651414, "compression_ratio": 1.53125, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 596.53, "end": 596.93, "word": "جدّيش", "probability": 0.6177734375}, {"start": 596.93, "end": 597.27, "word": " هنعمل", "probability": 0.9014892578125}, {"start": 597.27, "end": 597.31, "word": " ال", "probability": 0.64306640625}, {"start": 597.31, "end": 597.43, "word": " three", "probability": 0.27685546875}, {"start": 597.43, "end": 597.67, "word": " short", "probability": 0.2254638671875}, {"start": 597.67, "end": 598.27, "word": " برضه", "probability": 0.8271484375}, {"start": 598.27, "end": 598.67, "word": " ممكن", "probability": 0.973388671875}, {"start": 598.67, "end": 599.15, "word": " نبدأها", "probability": 0.97802734375}, {"start": 599.15, "end": 599.43, "word": " بشكل", "probability": 0.9833984375}, {"start": 599.43, "end": 599.85, "word": " راندوملي", "probability": 0.703076171875}, {"start": 599.85, "end": 600.31, "word": " لكن", "probability": 0.78955078125}, {"start": 600.31, "end": 600.59, "word": " بدناش", "probability": 0.6019694010416666}, {"start": 600.59, "end": 600.79, "word": " نقدر", "probability": 0.7191569010416666}, {"start": 600.79, "end": 601.17, "word": " نعدل", "probability": 0.7848307291666666}, {"start": 601.17, "end": 601.57, "word": " الوجد", "probability": 0.69189453125}, {"start": 601.57, "end": 601.65, "word": " في", "probability": 0.8017578125}, {"start": 601.65, "end": 602.09, "word": " مرحلتنا", "probability": 0.96044921875}, {"start": 602.09, "end": 602.23, "word": " هذه", "probability": 0.57470703125}, {"start": 602.23, "end": 602.47, "word": " بدناش", "probability": 0.8292643229166666}, {"start": 602.47, "end": 602.81, "word": " نعدل", "probability": 0.9270833333333334}, {"start": 602.81, "end": 603.05, "word": " عليها", "probability": 0.987548828125}, {"start": 603.05, "end": 603.39, "word": " كتير", "probability": 0.9482421875}, {"start": 603.39, "end": 604.03, "word": " فحاخدها", "probability": 0.745166015625}, {"start": 604.03, "end": 604.35, "word": " قيمة", "probability": 0.9812825520833334}, {"start": 604.35, "end": 604.59, "word": " ثابتة", "probability": 0.9608154296875}, {"start": 604.59, "end": 604.67, "word": " و", "probability": 0.994140625}, {"start": 604.67, "end": 604.89, "word": " نضن", "probability": 0.6978352864583334}, {"start": 604.89, "end": 605.31, "word": " عليها", "probability": 0.96142578125}, {"start": 605.31, "end": 605.91, "word": " فهقول", "probability": 0.7376302083333334}, {"start": 605.91, "end": 606.15, "word": " θ", "probability": 0.6904296875}, {"start": 606.15, "end": 606.71, "word": " تساوي", "probability": 0.88623046875}, {"start": 606.71, "end": 607.05, "word": " 0", "probability": 0.2734375}, {"start": 607.05, "end": 607.65, "word": ".2", "probability": 0.99072265625}], "temperature": 1.0}, {"id": 29, "seek": 62986, "start": 608.68, "end": 629.86, "text": "ونبدأ على بركة اللي هنشوف كيف بده يتحرك الجدول معانا فبدأنا ب صفر صفر ال desire لازم يكون صفر فهتنضرب W1 في مين في X1 صفر في O.3 plus صفر في minus O.1 زيرو فزيرو وال desire لازم يطلع زيرو فال error زيرو ممتاز معناه ذلك أن ال weights الجديدة مش هتتغير", "tokens": [11536, 44510, 10721, 15844, 4724, 31747, 3660, 13672, 1829, 8032, 1863, 8592, 38688, 9122, 33911, 47525, 3224, 7251, 2655, 5016, 31747, 25724, 3215, 12610, 20449, 7649, 995, 6156, 44510, 10721, 8315, 4724, 20328, 5172, 2288, 20328, 5172, 2288, 2423, 7516, 5296, 31377, 2304, 7251, 30544, 20328, 5172, 2288, 6156, 3224, 2655, 1863, 11242, 25513, 343, 16, 8978, 3714, 9957, 8978, 1783, 16, 20328, 5172, 2288, 8978, 422, 13, 18, 1804, 20328, 5172, 2288, 8978, 3175, 422, 13, 16, 30767, 13546, 2407, 6156, 11622, 13546, 2407, 16070, 7516, 5296, 31377, 2304, 7251, 9566, 1211, 3615, 30767, 13546, 2407, 6156, 6027, 6713, 30767, 13546, 2407, 3714, 2304, 2655, 31377, 20449, 8315, 3224, 29910, 23275, 14739, 2423, 17443, 25724, 16254, 41891, 37893, 8032, 2655, 2655, 17082, 13546], "avg_logprob": -0.22275000190734864, "compression_ratio": 1.7130801687763713, "no_speech_prob": 8.344650268554688e-07, "words": [{"start": 608.68, "end": 609.28, "word": "ونبدأ", "probability": 0.73095703125}, {"start": 609.28, "end": 609.56, "word": " على", "probability": 0.66357421875}, {"start": 609.56, "end": 609.88, "word": " بركة", "probability": 0.9617513020833334}, {"start": 609.88, "end": 610.0, "word": " اللي", "probability": 0.949951171875}, {"start": 610.0, "end": 610.42, "word": " هنشوف", "probability": 0.75482177734375}, {"start": 610.42, "end": 611.04, "word": " كيف", "probability": 0.9541015625}, {"start": 611.04, "end": 611.18, "word": " بده", "probability": 0.4237060546875}, {"start": 611.18, "end": 611.74, "word": " يتحرك", "probability": 0.989990234375}, {"start": 611.74, "end": 612.6, "word": " الجدول", "probability": 0.9451497395833334}, {"start": 612.6, "end": 613.0, "word": " معانا", "probability": 0.87646484375}, {"start": 613.0, "end": 613.56, "word": " فبدأنا", "probability": 0.8660888671875}, {"start": 613.56, "end": 613.68, "word": " ب", "probability": 0.82958984375}, {"start": 613.68, "end": 613.88, "word": " صفر", "probability": 0.681732177734375}, {"start": 613.88, "end": 614.24, "word": " صفر", "probability": 0.97216796875}, {"start": 614.24, "end": 614.58, "word": " ال", "probability": 0.87255859375}, {"start": 614.58, "end": 614.82, "word": " desire", "probability": 0.50927734375}, {"start": 614.82, "end": 615.1, "word": " لازم", "probability": 0.876953125}, {"start": 615.1, "end": 615.26, "word": " يكون", "probability": 0.94775390625}, {"start": 615.26, "end": 615.56, "word": " صفر", "probability": 0.9778645833333334}, {"start": 615.56, "end": 616.38, "word": " فهتنضرب", "probability": 0.8265380859375}, {"start": 616.38, "end": 617.02, "word": " W1", "probability": 0.530029296875}, {"start": 617.02, "end": 617.2, "word": " في", "probability": 0.71484375}, {"start": 617.2, "end": 617.44, "word": " مين", "probability": 0.770751953125}, {"start": 617.44, "end": 617.92, "word": " في", "probability": 0.5673828125}, {"start": 617.92, "end": 619.0, "word": " X1", "probability": 0.87451171875}, {"start": 619.0, "end": 619.5, "word": " صفر", "probability": 0.8732096354166666}, {"start": 619.5, "end": 619.6, "word": " في", "probability": 0.9619140625}, {"start": 619.6, "end": 619.74, "word": " O", "probability": 0.77783203125}, {"start": 619.74, "end": 620.3, "word": ".3", "probability": 0.746826171875}, {"start": 620.3, "end": 620.94, "word": " plus", "probability": 0.61865234375}, {"start": 620.94, "end": 621.42, "word": " صفر", "probability": 0.9554036458333334}, {"start": 621.42, "end": 621.64, "word": " في", "probability": 0.98291015625}, {"start": 621.64, "end": 622.2, "word": " minus", "probability": 0.41015625}, {"start": 622.2, "end": 622.46, "word": " O", "probability": 0.79248046875}, {"start": 622.46, "end": 622.98, "word": ".1", "probability": 0.926025390625}, {"start": 622.98, "end": 623.62, "word": " زيرو", "probability": 0.5861409505208334}, {"start": 623.62, "end": 624.7, "word": " فزيرو", "probability": 0.84423828125}, {"start": 624.7, "end": 624.96, "word": " وال", "probability": 0.52001953125}, {"start": 624.96, "end": 625.34, "word": " desire", "probability": 0.5224609375}, {"start": 625.34, "end": 625.66, "word": " لازم", "probability": 0.9817708333333334}, {"start": 625.66, "end": 625.94, "word": " يطلع", "probability": 0.9888916015625}, {"start": 625.94, "end": 626.24, "word": " زيرو", "probability": 0.92724609375}, {"start": 626.24, "end": 626.44, "word": " فال", "probability": 0.970703125}, {"start": 626.44, "end": 626.6, "word": " error", "probability": 0.76416015625}, {"start": 626.6, "end": 626.98, "word": " زيرو", "probability": 0.9337565104166666}, {"start": 626.98, "end": 627.52, "word": " ممتاز", "probability": 0.923095703125}, {"start": 627.52, "end": 628.08, "word": " معناه", "probability": 0.6002604166666666}, {"start": 628.08, "end": 628.28, "word": " ذلك", "probability": 0.981201171875}, {"start": 628.28, "end": 628.44, "word": " أن", "probability": 0.436767578125}, {"start": 628.44, "end": 628.56, "word": " ال", "probability": 0.97119140625}, {"start": 628.56, "end": 628.76, "word": " weights", "probability": 0.7236328125}, {"start": 628.76, "end": 629.22, "word": " الجديدة", "probability": 0.773681640625}, {"start": 629.22, "end": 629.32, "word": " مش", "probability": 0.72705078125}, {"start": 629.32, "end": 629.86, "word": " هتتغير", "probability": 0.99462890625}], "temperature": 1.0}, {"id": 30, "seek": 65670, "start": 630.68, "end": 656.7, "text": "مدى ما اتغيرتش بنزلها زي ما هي في ال iteration التانية على اساس ان هي ال weight المعتمدة في ال iteration التانية و بدخل ال input التاني 01 لازم يكون صفر هتنضرب صفر في 0.3 0 1 في minus 0.1 0 كويس 0 و 0 صارت هنا total minus 0.1 طبعا هنطرح منها كمان theta اللي هي minus 0.2", "tokens": [2304, 3215, 7578, 19446, 1975, 2655, 17082, 13546, 2655, 8592, 44945, 11622, 1211, 11296, 30767, 1829, 19446, 39896, 8978, 2423, 24784, 16712, 7649, 10632, 15844, 24525, 32277, 16472, 39896, 2423, 3364, 9673, 34268, 2304, 41891, 8978, 2423, 24784, 16712, 7649, 10632, 4032, 47525, 9778, 1211, 2423, 4846, 16712, 7649, 1829, 23185, 5296, 31377, 2304, 7251, 30544, 20328, 5172, 2288, 8032, 2655, 1863, 11242, 25513, 20328, 5172, 2288, 8978, 1958, 13, 18, 1958, 502, 8978, 3175, 1958, 13, 16, 1958, 9122, 45865, 3794, 1958, 4032, 1958, 20328, 9640, 2655, 34105, 3217, 3175, 1958, 13, 16, 23032, 3555, 3615, 995, 8032, 1863, 9566, 2288, 5016, 9154, 11296, 9122, 2304, 7649, 9725, 13672, 1829, 39896, 3175, 1958, 13, 17], "avg_logprob": -0.1900373946907174, "compression_ratio": 1.718487394957983, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 630.68, "end": 631.0, "word": "مدى", "probability": 0.664306640625}, {"start": 631.0, "end": 631.1, "word": " ما", "probability": 0.94580078125}, {"start": 631.1, "end": 631.48, "word": " اتغيرتش", "probability": 0.9400227864583334}, {"start": 631.48, "end": 632.0, "word": " بنزلها", "probability": 0.8843994140625}, {"start": 632.0, "end": 632.22, "word": " زي", "probability": 0.972412109375}, {"start": 632.22, "end": 632.3, "word": " ما", "probability": 0.951171875}, {"start": 632.3, "end": 632.66, "word": " هي", "probability": 0.896484375}, {"start": 632.66, "end": 633.62, "word": " في", "probability": 0.80517578125}, {"start": 633.62, "end": 633.64, "word": " ال", "probability": 0.96923828125}, {"start": 633.64, "end": 633.92, "word": " iteration", "probability": 0.54150390625}, {"start": 633.92, "end": 634.52, "word": " التانية", "probability": 0.951171875}, {"start": 634.52, "end": 635.16, "word": " على", "probability": 0.68212890625}, {"start": 635.16, "end": 635.32, "word": " اساس", "probability": 0.804931640625}, {"start": 635.32, "end": 635.44, "word": " ان", "probability": 0.556640625}, {"start": 635.44, "end": 635.58, "word": " هي", "probability": 0.83203125}, {"start": 635.58, "end": 635.72, "word": " ال", "probability": 0.89453125}, {"start": 635.72, "end": 635.9, "word": " weight", "probability": 0.9560546875}, {"start": 635.9, "end": 636.44, "word": " المعتمدة", "probability": 0.96240234375}, {"start": 636.44, "end": 636.56, "word": " في", "probability": 0.93896484375}, {"start": 636.56, "end": 636.62, "word": " ال", "probability": 0.9814453125}, {"start": 636.62, "end": 636.84, "word": " iteration", "probability": 0.88427734375}, {"start": 636.84, "end": 637.34, "word": " التانية", "probability": 0.98388671875}, {"start": 637.34, "end": 637.64, "word": " و", "probability": 0.5029296875}, {"start": 637.64, "end": 638.08, "word": " بدخل", "probability": 0.8714192708333334}, {"start": 638.08, "end": 638.2, "word": " ال", "probability": 0.98583984375}, {"start": 638.2, "end": 638.42, "word": " input", "probability": 0.97607421875}, {"start": 638.42, "end": 638.82, "word": " التاني", "probability": 0.8733723958333334}, {"start": 638.82, "end": 639.22, "word": " 01", "probability": 0.7353515625}, {"start": 639.22, "end": 640.1, "word": " لازم", "probability": 0.9742838541666666}, {"start": 640.1, "end": 640.26, "word": " يكون", "probability": 0.982421875}, {"start": 640.26, "end": 640.62, "word": " صفر", "probability": 0.8575846354166666}, {"start": 640.62, "end": 641.44, "word": " هتنضرب", "probability": 0.88251953125}, {"start": 641.44, "end": 641.82, "word": " صفر", "probability": 0.8312174479166666}, {"start": 641.82, "end": 641.96, "word": " في", "probability": 0.93310546875}, {"start": 641.96, "end": 642.08, "word": " 0", "probability": 0.2384033203125}, {"start": 642.08, "end": 642.7, "word": ".3", "probability": 0.847900390625}, {"start": 642.7, "end": 643.82, "word": " 0", "probability": 0.037506103515625}, {"start": 643.82, "end": 644.96, "word": " 1", "probability": 0.288818359375}, {"start": 644.96, "end": 645.26, "word": " في", "probability": 0.853515625}, {"start": 645.26, "end": 645.56, "word": " minus", "probability": 0.09503173828125}, {"start": 645.56, "end": 645.78, "word": " 0", "probability": 0.91162109375}, {"start": 645.78, "end": 646.26, "word": ".1", "probability": 0.9111328125}, {"start": 646.26, "end": 646.86, "word": " 0", "probability": 0.87646484375}, {"start": 646.86, "end": 647.52, "word": " كويس", "probability": 0.811279296875}, {"start": 647.52, "end": 648.18, "word": " 0", "probability": 0.51953125}, {"start": 648.18, "end": 648.52, "word": " و", "probability": 0.6787109375}, {"start": 648.52, "end": 648.94, "word": " 0", "probability": 0.87255859375}, {"start": 648.94, "end": 649.72, "word": " صارت", "probability": 0.912109375}, {"start": 649.72, "end": 649.92, "word": " هنا", "probability": 0.9853515625}, {"start": 649.92, "end": 651.04, "word": " total", "probability": 0.806640625}, {"start": 651.04, "end": 651.54, "word": " minus", "probability": 0.95361328125}, {"start": 651.54, "end": 651.8, "word": " 0", "probability": 0.93017578125}, {"start": 651.8, "end": 652.36, "word": ".1", "probability": 0.99072265625}, {"start": 652.36, "end": 652.98, "word": " طبعا", "probability": 0.9788818359375}, {"start": 652.98, "end": 653.64, "word": " هنطرح", "probability": 0.83115234375}, {"start": 653.64, "end": 653.88, "word": " منها", "probability": 0.990234375}, {"start": 653.88, "end": 654.22, "word": " كمان", "probability": 0.9837239583333334}, {"start": 654.22, "end": 654.74, "word": " theta", "probability": 0.2509765625}, {"start": 654.74, "end": 655.34, "word": " اللي", "probability": 0.7607421875}, {"start": 655.34, "end": 655.48, "word": " هي", "probability": 0.9130859375}, {"start": 655.48, "end": 655.84, "word": " minus", "probability": 0.9658203125}, {"start": 655.84, "end": 656.12, "word": " 0", "probability": 0.943359375}, {"start": 656.12, "end": 656.7, "word": ".2", "probability": 0.992431640625}], "temperature": 1.0}, {"id": 31, "seek": 68135, "start": 657.51, "end": 681.35, "text": "فصار minus 0.3 minus 0.3 على step size على ال .. عفوا على ال step heart limiter تبعتنا او ال function activation function هيكون عبارة عن ايش بالسالب هنا يعني قيمته zero الناتج ال function ناتج ال function zero تمام مدام", "tokens": [5172, 9381, 9640, 3175, 1958, 13, 18, 3175, 1958, 13, 18, 15844, 1823, 2744, 15844, 2423, 4386, 6225, 5172, 14407, 15844, 2423, 1823, 1917, 2364, 1681, 6055, 3555, 34268, 8315, 1975, 2407, 2423, 2445, 24433, 2445, 39896, 30544, 6225, 3555, 9640, 3660, 18871, 1975, 1829, 8592, 20666, 3794, 6027, 3555, 34105, 37495, 22653, 12174, 32640, 47395, 4018, 28239, 9307, 7435, 2423, 2445, 8717, 9307, 7435, 2423, 2445, 4018, 46811, 10943, 3714, 3215, 10943], "avg_logprob": -0.28589526745113164, "compression_ratio": 1.6630434782608696, "no_speech_prob": 0.0, "words": [{"start": 657.51, "end": 657.93, "word": "فصار", "probability": 0.8460286458333334}, {"start": 657.93, "end": 658.31, "word": " minus", "probability": 0.09130859375}, {"start": 658.31, "end": 658.57, "word": " 0", "probability": 0.490234375}, {"start": 658.57, "end": 659.21, "word": ".3", "probability": 0.977783203125}, {"start": 659.21, "end": 659.99, "word": " minus", "probability": 0.464599609375}, {"start": 659.99, "end": 660.21, "word": " 0", "probability": 0.87744140625}, {"start": 660.21, "end": 660.67, "word": ".3", "probability": 0.994384765625}, {"start": 660.67, "end": 660.99, "word": " على", "probability": 0.83935546875}, {"start": 660.99, "end": 662.25, "word": " step", "probability": 0.5830078125}, {"start": 662.25, "end": 663.33, "word": " size", "probability": 0.481689453125}, {"start": 663.33, "end": 663.97, "word": " على", "probability": 0.74072265625}, {"start": 663.97, "end": 664.19, "word": " ال", "probability": 0.351318359375}, {"start": 664.19, "end": 664.23, "word": " ..", "probability": 0.4453125}, {"start": 664.23, "end": 664.39, "word": " عفوا", "probability": 0.7511393229166666}, {"start": 664.39, "end": 664.83, "word": " على", "probability": 0.556640625}, {"start": 664.83, "end": 665.53, "word": " ال", "probability": 0.91259765625}, {"start": 665.53, "end": 667.29, "word": " step", "probability": 0.517578125}, {"start": 667.29, "end": 667.53, "word": " heart", "probability": 0.82275390625}, {"start": 667.53, "end": 667.87, "word": " limiter", "probability": 0.744140625}, {"start": 667.87, "end": 668.43, "word": " تبعتنا", "probability": 0.8912353515625}, {"start": 668.43, "end": 669.49, "word": " او", "probability": 0.8720703125}, {"start": 669.49, "end": 670.37, "word": " ال", "probability": 0.9296875}, {"start": 670.37, "end": 670.77, "word": " function", "probability": 0.9384765625}, {"start": 670.77, "end": 671.19, "word": " activation", "probability": 0.75830078125}, {"start": 671.19, "end": 671.91, "word": " function", "probability": 0.96435546875}, {"start": 671.91, "end": 672.57, "word": " هيكون", "probability": 0.690673828125}, {"start": 672.57, "end": 672.81, "word": " عبارة", "probability": 0.9761962890625}, {"start": 672.81, "end": 673.01, "word": " عن", "probability": 0.97900390625}, {"start": 673.01, "end": 673.21, "word": " ايش", "probability": 0.7579752604166666}, {"start": 673.21, "end": 673.79, "word": " بالسالب", "probability": 0.75799560546875}, {"start": 673.79, "end": 674.03, "word": " هنا", "probability": 0.9794921875}, {"start": 674.03, "end": 675.43, "word": " يعني", "probability": 0.9462890625}, {"start": 675.43, "end": 675.93, "word": " قيمته", "probability": 0.9783528645833334}, {"start": 675.93, "end": 676.45, "word": " zero", "probability": 0.5029296875}, {"start": 676.45, "end": 677.23, "word": " الناتج", "probability": 0.7918294270833334}, {"start": 677.23, "end": 677.43, "word": " ال", "probability": 0.337646484375}, {"start": 677.43, "end": 677.89, "word": " function", "probability": 0.85498046875}, {"start": 677.89, "end": 678.39, "word": " ناتج", "probability": 0.8424479166666666}, {"start": 678.39, "end": 678.53, "word": " ال", "probability": 0.93896484375}, {"start": 678.53, "end": 678.87, "word": " function", "probability": 0.96240234375}, {"start": 678.87, "end": 679.57, "word": " zero", "probability": 0.482177734375}, {"start": 679.57, "end": 680.55, "word": " تمام", "probability": 0.86767578125}, {"start": 680.55, "end": 681.35, "word": " مدام", "probability": 0.669677734375}], "temperature": 1.0}, {"id": 32, "seek": 70484, "start": 681.98, "end": 704.84, "text": "هنا minus الـ 0.3 فقيمتها كقيمة Y إلها 0 تمام هي طلعت 0 جدش ال desire تبقى حقها 0 ممتاز معنا ذلك ال weights مش هتتغير لأنه ال error 0 فال error لو ضربناه في ال X اللي خاصة فيه وضربناه في Alpha برضه هتطلع 0 يعني لا جمعت ولا تراحت من ال W القديمة فبتنزل كما هي", "tokens": [3224, 8315, 3175, 2423, 39184, 1958, 13, 18, 6156, 4587, 32640, 2655, 11296, 9122, 4587, 32640, 3660, 398, 11933, 1211, 11296, 1958, 46811, 10943, 39896, 23032, 1211, 34268, 1958, 10874, 3215, 8592, 2423, 7516, 6055, 3555, 4587, 7578, 11331, 4587, 11296, 1958, 3714, 2304, 2655, 31377, 20449, 8315, 29910, 23275, 2423, 17443, 37893, 8032, 2655, 2655, 17082, 13546, 5296, 33456, 3224, 2423, 6713, 1958, 6156, 6027, 6713, 45164, 48812, 25513, 8315, 3224, 8978, 2423, 1783, 13672, 1829, 16490, 33546, 3660, 8978, 3224, 4032, 11242, 25513, 8315, 3224, 8978, 20588, 4724, 43042, 3224, 8032, 2655, 9566, 1211, 3615, 1958, 37495, 22653, 20193, 10874, 2304, 34268, 49429, 6055, 23557, 33753, 9154, 2423, 343, 25062, 16254, 46007, 6156, 3555, 2655, 1863, 11622, 1211, 9122, 15042, 39896], "avg_logprob": -0.19216229249873468, "compression_ratio": 1.5961538461538463, "no_speech_prob": 9.298324584960938e-06, "words": [{"start": 681.98, "end": 682.32, "word": "هنا", "probability": 0.739013671875}, {"start": 682.32, "end": 682.62, "word": " minus", "probability": 0.348388671875}, {"start": 682.62, "end": 683.44, "word": " الـ", "probability": 0.4794921875}, {"start": 683.44, "end": 683.58, "word": " 0", "probability": 0.288330078125}, {"start": 683.58, "end": 684.3, "word": ".3", "probability": 0.9736328125}, {"start": 684.3, "end": 685.24, "word": " فقيمتها", "probability": 0.923828125}, {"start": 685.24, "end": 686.14, "word": " كقيمة", "probability": 0.92578125}, {"start": 686.14, "end": 686.42, "word": " Y", "probability": 0.52880859375}, {"start": 686.42, "end": 686.8, "word": " إلها", "probability": 0.6031901041666666}, {"start": 686.8, "end": 687.4, "word": " 0", "probability": 0.424072265625}, {"start": 687.4, "end": 688.14, "word": " تمام", "probability": 0.95556640625}, {"start": 688.14, "end": 688.44, "word": " هي", "probability": 0.424560546875}, {"start": 688.44, "end": 688.74, "word": " طلعت", "probability": 0.974609375}, {"start": 688.74, "end": 689.08, "word": " 0", "probability": 0.6328125}, {"start": 689.08, "end": 690.16, "word": " جدش", "probability": 0.7550455729166666}, {"start": 690.16, "end": 690.26, "word": " ال", "probability": 0.97509765625}, {"start": 690.26, "end": 690.5, "word": " desire", "probability": 0.88427734375}, {"start": 690.5, "end": 690.78, "word": " تبقى", "probability": 0.94384765625}, {"start": 690.78, "end": 691.0, "word": " حقها", "probability": 0.5476888020833334}, {"start": 691.0, "end": 691.26, "word": " 0", "probability": 0.7314453125}, {"start": 691.26, "end": 692.02, "word": " ممتاز", "probability": 0.936279296875}, {"start": 692.02, "end": 692.36, "word": " معنا", "probability": 0.796875}, {"start": 692.36, "end": 692.62, "word": " ذلك", "probability": 0.974609375}, {"start": 692.62, "end": 692.78, "word": " ال", "probability": 0.98974609375}, {"start": 692.78, "end": 693.18, "word": " weights", "probability": 0.83935546875}, {"start": 693.18, "end": 693.78, "word": " مش", "probability": 0.94189453125}, {"start": 693.78, "end": 694.3, "word": " هتتغير", "probability": 0.9873046875}, {"start": 694.3, "end": 694.64, "word": " لأنه", "probability": 0.6725260416666666}, {"start": 694.64, "end": 694.72, "word": " ال", "probability": 0.96337890625}, {"start": 694.72, "end": 694.88, "word": " error", "probability": 0.90283203125}, {"start": 694.88, "end": 695.22, "word": " 0", "probability": 0.431396484375}, {"start": 695.22, "end": 695.86, "word": " فال", "probability": 0.951416015625}, {"start": 695.86, "end": 696.06, "word": " error", "probability": 0.89501953125}, {"start": 696.06, "end": 696.22, "word": " لو", "probability": 0.9912109375}, {"start": 696.22, "end": 696.6, "word": " ضربناه", "probability": 0.963134765625}, {"start": 696.6, "end": 696.7, "word": " في", "probability": 0.9453125}, {"start": 696.7, "end": 696.8, "word": " ال", "probability": 0.90087890625}, {"start": 696.8, "end": 697.04, "word": " X", "probability": 0.81396484375}, {"start": 697.04, "end": 697.6, "word": " اللي", "probability": 0.9560546875}, {"start": 697.6, "end": 697.98, "word": " خاصة", "probability": 0.82275390625}, {"start": 697.98, "end": 698.12, "word": " فيه", "probability": 0.978759765625}, {"start": 698.12, "end": 698.7, "word": " وضربناه", "probability": 0.89521484375}, {"start": 698.7, "end": 699.06, "word": " في", "probability": 0.96630859375}, {"start": 699.06, "end": 699.42, "word": " Alpha", "probability": 0.68994140625}, {"start": 699.42, "end": 700.02, "word": " برضه", "probability": 0.9783528645833334}, {"start": 700.02, "end": 700.34, "word": " هتطلع", "probability": 0.88203125}, {"start": 700.34, "end": 700.82, "word": " 0", "probability": 0.4833984375}, {"start": 700.82, "end": 701.26, "word": " يعني", "probability": 0.968994140625}, {"start": 701.26, "end": 701.42, "word": " لا", "probability": 0.9521484375}, {"start": 701.42, "end": 701.8, "word": " جمعت", "probability": 0.97314453125}, {"start": 701.8, "end": 702.02, "word": " ولا", "probability": 0.9208984375}, {"start": 702.02, "end": 702.42, "word": " تراحت", "probability": 0.80712890625}, {"start": 702.42, "end": 702.64, "word": " من", "probability": 0.994140625}, {"start": 702.64, "end": 702.84, "word": " ال", "probability": 0.43896484375}, {"start": 702.84, "end": 703.04, "word": " W", "probability": 0.7109375}, {"start": 703.04, "end": 703.5, "word": " القديمة", "probability": 0.96728515625}, {"start": 703.5, "end": 704.26, "word": " فبتنزل", "probability": 0.94287109375}, {"start": 704.26, "end": 704.58, "word": " كما", "probability": 0.97900390625}, {"start": 704.58, "end": 704.84, "word": " هي", "probability": 0.916015625}], "temperature": 1.0}, {"id": 33, "seek": 73501, "start": 705.81, "end": 735.01, "text": "هي في السطر التالت زي نزل زي ما هي تمام الان دخلنا ال input اللي وراه واحد صفر و مقلوب صفر فواحد مضروب في o.3 جداش o.3 طيب zero مضروبة في minus o.1 plus zero minus o.2 اللي هي ال theta جداش صار كله o.1 طيب o.1 o.1 على ال step unit بتاعتنا هذه", "tokens": [3224, 1829, 8978, 21136, 9566, 2288, 16712, 6027, 2655, 30767, 1829, 8717, 11622, 1211, 30767, 1829, 19446, 39896, 46811, 10943, 2423, 7649, 11778, 9778, 1211, 8315, 2423, 4846, 13672, 1829, 4032, 23557, 3224, 36764, 24401, 20328, 5172, 2288, 4032, 3714, 4587, 1211, 37746, 20328, 5172, 2288, 6156, 14407, 24401, 3714, 11242, 32887, 3555, 8978, 277, 13, 18, 10874, 3215, 33599, 277, 13, 18, 23032, 1829, 3555, 4018, 3714, 11242, 32887, 49401, 8978, 3175, 277, 13, 16, 1804, 4018, 3175, 277, 13, 17, 13672, 1829, 39896, 2423, 9725, 10874, 3215, 33599, 20328, 9640, 28242, 3224, 277, 13, 16, 23032, 1829, 3555, 277, 13, 16, 277, 13, 16, 15844, 2423, 1823, 4985, 39894, 995, 34268, 8315, 29538], "avg_logprob": -0.2113415968829188, "compression_ratio": 1.6972477064220184, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 705.81, "end": 706.07, "word": "هي", "probability": 0.41015625}, {"start": 706.07, "end": 706.23, "word": " في", "probability": 0.66015625}, {"start": 706.23, "end": 706.55, "word": " السطر", "probability": 0.84619140625}, {"start": 706.55, "end": 706.87, "word": " التالت", "probability": 0.8987630208333334}, {"start": 706.87, "end": 707.05, "word": " زي", "probability": 0.81591796875}, {"start": 707.05, "end": 707.25, "word": " نزل", "probability": 0.6998697916666666}, {"start": 707.25, "end": 707.39, "word": " زي", "probability": 0.875}, {"start": 707.39, "end": 707.49, "word": " ما", "probability": 0.85595703125}, {"start": 707.49, "end": 707.67, "word": " هي", "probability": 0.8740234375}, {"start": 707.67, "end": 708.35, "word": " تمام", "probability": 0.860107421875}, {"start": 708.35, "end": 708.81, "word": " الان", "probability": 0.625244140625}, {"start": 708.81, "end": 709.29, "word": " دخلنا", "probability": 0.98388671875}, {"start": 709.29, "end": 709.53, "word": " ال", "probability": 0.95166015625}, {"start": 709.53, "end": 709.91, "word": " input", "probability": 0.97998046875}, {"start": 709.91, "end": 710.29, "word": " اللي", "probability": 0.9140625}, {"start": 710.29, "end": 711.11, "word": " وراه", "probability": 0.9173177083333334}, {"start": 711.11, "end": 711.59, "word": " واحد", "probability": 0.6312255859375}, {"start": 711.59, "end": 711.93, "word": " صفر", "probability": 0.96875}, {"start": 711.93, "end": 712.49, "word": " و", "probability": 0.9140625}, {"start": 712.49, "end": 712.85, "word": " مقلوب", "probability": 0.77996826171875}, {"start": 712.85, "end": 713.43, "word": " صفر", "probability": 0.9461263020833334}, {"start": 713.43, "end": 714.41, "word": " فواحد", "probability": 0.9108072916666666}, {"start": 714.41, "end": 715.21, "word": " مضروب", "probability": 0.9659423828125}, {"start": 715.21, "end": 715.33, "word": " في", "probability": 0.90380859375}, {"start": 715.33, "end": 715.57, "word": " o", "probability": 0.23291015625}, {"start": 715.57, "end": 716.35, "word": ".3", "probability": 0.831298828125}, {"start": 716.35, "end": 717.99, "word": " جداش", "probability": 0.4814453125}, {"start": 717.99, "end": 718.25, "word": " o", "probability": 0.59765625}, {"start": 718.25, "end": 718.81, "word": ".3", "probability": 0.981201171875}, {"start": 718.81, "end": 719.53, "word": " طيب", "probability": 0.796875}, {"start": 719.53, "end": 720.11, "word": " zero", "probability": 0.373779296875}, {"start": 720.11, "end": 721.55, "word": " مضروبة", "probability": 0.9075927734375}, {"start": 721.55, "end": 721.71, "word": " في", "probability": 0.97900390625}, {"start": 721.71, "end": 722.03, "word": " minus", "probability": 0.464111328125}, {"start": 722.03, "end": 722.33, "word": " o", "probability": 0.828125}, {"start": 722.33, "end": 722.99, "word": ".1", "probability": 0.9208984375}, {"start": 722.99, "end": 724.59, "word": " plus", "probability": 0.9091796875}, {"start": 724.59, "end": 725.01, "word": " zero", "probability": 0.70068359375}, {"start": 725.01, "end": 725.95, "word": " minus", "probability": 0.9814453125}, {"start": 725.95, "end": 726.37, "word": " o", "probability": 0.86865234375}, {"start": 726.37, "end": 726.97, "word": ".2", "probability": 0.953369140625}, {"start": 726.97, "end": 727.17, "word": " اللي", "probability": 0.74462890625}, {"start": 727.17, "end": 727.33, "word": " هي", "probability": 0.8798828125}, {"start": 727.33, "end": 727.47, "word": " ال", "probability": 0.58349609375}, {"start": 727.47, "end": 728.07, "word": " theta", "probability": 0.6044921875}, {"start": 728.07, "end": 728.97, "word": " جداش", "probability": 0.9645182291666666}, {"start": 728.97, "end": 729.19, "word": " صار", "probability": 0.882568359375}, {"start": 729.19, "end": 729.41, "word": " كله", "probability": 0.9794921875}, {"start": 729.41, "end": 729.67, "word": " o", "probability": 0.85400390625}, {"start": 729.67, "end": 730.23, "word": ".1", "probability": 0.994140625}, {"start": 730.23, "end": 730.75, "word": " طيب", "probability": 0.98388671875}, {"start": 730.75, "end": 730.95, "word": " o", "probability": 0.9462890625}, {"start": 730.95, "end": 731.43, "word": ".1", "probability": 0.9921875}, {"start": 731.43, "end": 731.91, "word": " o", "probability": 0.298828125}, {"start": 731.91, "end": 732.61, "word": ".1", "probability": 0.9912109375}, {"start": 732.61, "end": 733.37, "word": " على", "probability": 0.82470703125}, {"start": 733.37, "end": 733.67, "word": " ال", "probability": 0.87841796875}, {"start": 733.67, "end": 733.97, "word": " step", "probability": 0.96826171875}, {"start": 733.97, "end": 734.25, "word": " unit", "probability": 0.97021484375}, {"start": 734.25, "end": 734.71, "word": " بتاعتنا", "probability": 0.8585205078125}, {"start": 734.71, "end": 735.01, "word": " هذه", "probability": 0.654296875}], "temperature": 1.0}, {"id": 34, "seek": 76464, "start": 736.22, "end": 764.64, "text": "كويس على step unit أصبحت قيمة في الجزء الموجب بمعنى أن ال function هتطلع قيمتها موجبة plus واحد فهيطلع عندى plus واحد طيب جداش ال desired لازم zero فال desired ناقص ال actual minus one فهذه قيمة ال error هنا طلعلها قيمة error طلعلها قيمة error بناء على قيمة ال error هذه هنضرب قيمة ال error في ال input", "tokens": [4117, 45865, 3794, 15844, 1823, 4985, 5551, 9381, 3555, 33753, 12174, 32640, 3660, 8978, 25724, 11622, 38207, 9673, 29245, 3555, 4724, 2304, 3615, 1863, 7578, 14739, 2423, 2445, 8032, 2655, 9566, 1211, 3615, 12174, 32640, 2655, 11296, 3714, 29245, 49401, 1804, 36764, 24401, 6156, 3224, 1829, 9566, 1211, 3615, 43242, 7578, 1804, 36764, 24401, 23032, 1829, 3555, 10874, 3215, 33599, 2423, 14721, 5296, 31377, 2304, 4018, 6156, 6027, 14721, 8717, 995, 4587, 9381, 2423, 3539, 3175, 472, 6156, 3224, 24192, 12174, 32640, 3660, 2423, 6713, 34105, 23032, 1211, 3615, 1211, 11296, 12174, 32640, 3660, 6713, 23032, 1211, 3615, 1211, 11296, 12174, 32640, 3660, 6713, 44945, 16606, 15844, 12174, 32640, 3660, 2423, 6713, 29538, 8032, 1863, 11242, 25513, 12174, 32640, 3660, 2423, 6713, 8978, 2423, 4846], "avg_logprob": -0.14074900675387608, "compression_ratio": 1.8930041152263375, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 736.22, "end": 736.7, "word": "كويس", "probability": 0.7209879557291666}, {"start": 736.7, "end": 737.08, "word": " على", "probability": 0.31640625}, {"start": 737.08, "end": 737.32, "word": " step", "probability": 0.6376953125}, {"start": 737.32, "end": 738.48, "word": " unit", "probability": 0.8798828125}, {"start": 738.48, "end": 739.36, "word": " أصبحت", "probability": 0.896240234375}, {"start": 739.36, "end": 740.78, "word": " قيمة", "probability": 0.9820963541666666}, {"start": 740.78, "end": 741.64, "word": " في", "probability": 0.9501953125}, {"start": 741.64, "end": 742.18, "word": " الجزء", "probability": 0.9689127604166666}, {"start": 742.18, "end": 742.8, "word": " الموجب", "probability": 0.9869791666666666}, {"start": 742.8, "end": 743.38, "word": " بمعنى", "probability": 0.9521484375}, {"start": 743.38, "end": 743.56, "word": " أن", "probability": 0.68798828125}, {"start": 743.56, "end": 743.68, "word": " ال", "probability": 0.86083984375}, {"start": 743.68, "end": 743.96, "word": " function", "probability": 0.60595703125}, {"start": 743.96, "end": 744.46, "word": " هتطلع", "probability": 0.883203125}, {"start": 744.46, "end": 744.9, "word": " قيمتها", "probability": 0.962158203125}, {"start": 744.9, "end": 745.32, "word": " موجبة", "probability": 0.9544270833333334}, {"start": 745.32, "end": 746.16, "word": " plus", "probability": 0.61767578125}, {"start": 746.16, "end": 746.7, "word": " واحد", "probability": 0.70361328125}, {"start": 746.7, "end": 747.68, "word": " فهيطلع", "probability": 0.9326985677083334}, {"start": 747.68, "end": 747.96, "word": " عندى", "probability": 0.7275390625}, {"start": 747.96, "end": 748.26, "word": " plus", "probability": 0.955078125}, {"start": 748.26, "end": 748.72, "word": " واحد", "probability": 0.966796875}, {"start": 748.72, "end": 749.58, "word": " طيب", "probability": 0.9617513020833334}, {"start": 749.58, "end": 750.04, "word": " جداش", "probability": 0.7076822916666666}, {"start": 750.04, "end": 750.16, "word": " ال", "probability": 0.96142578125}, {"start": 750.16, "end": 750.5, "word": " desired", "probability": 0.92529296875}, {"start": 750.5, "end": 751.08, "word": " لازم", "probability": 0.97509765625}, {"start": 751.08, "end": 751.92, "word": " zero", "probability": 0.1932373046875}, {"start": 751.92, "end": 752.5, "word": " فال", "probability": 0.915771484375}, {"start": 752.5, "end": 752.86, "word": " desired", "probability": 0.89892578125}, {"start": 752.86, "end": 753.6, "word": " ناقص", "probability": 0.9814453125}, {"start": 753.6, "end": 754.32, "word": " ال", "probability": 0.98291015625}, {"start": 754.32, "end": 754.8, "word": " actual", "probability": 0.8544921875}, {"start": 754.8, "end": 755.66, "word": " minus", "probability": 0.923828125}, {"start": 755.66, "end": 755.96, "word": " one", "probability": 0.9091796875}, {"start": 755.96, "end": 756.26, "word": " فهذه", "probability": 0.7477213541666666}, {"start": 756.26, "end": 756.56, "word": " قيمة", "probability": 0.9954427083333334}, {"start": 756.56, "end": 756.68, "word": " ال", "probability": 0.8818359375}, {"start": 756.68, "end": 756.94, "word": " error", "probability": 0.9248046875}, {"start": 756.94, "end": 757.74, "word": " هنا", "probability": 0.9453125}, {"start": 757.74, "end": 758.1, "word": " طلعلها", "probability": 0.8365234375}, {"start": 758.1, "end": 758.4, "word": " قيمة", "probability": 0.9951171875}, {"start": 758.4, "end": 758.7, "word": " error", "probability": 0.96630859375}, {"start": 758.7, "end": 759.92, "word": " طلعلها", "probability": 0.87841796875}, {"start": 759.92, "end": 760.24, "word": " قيمة", "probability": 0.9947916666666666}, {"start": 760.24, "end": 760.5, "word": " error", "probability": 0.970703125}, {"start": 760.5, "end": 761.12, "word": " بناء", "probability": 0.890869140625}, {"start": 761.12, "end": 761.26, "word": " على", "probability": 0.7890625}, {"start": 761.26, "end": 761.6, "word": " قيمة", "probability": 0.9954427083333334}, {"start": 761.6, "end": 761.7, "word": " ال", "probability": 0.92431640625}, {"start": 761.7, "end": 761.88, "word": " error", "probability": 0.958984375}, {"start": 761.88, "end": 762.22, "word": " هذه", "probability": 0.66064453125}, {"start": 762.22, "end": 762.9, "word": " هنضرب", "probability": 0.8424072265625}, {"start": 762.9, "end": 763.22, "word": " قيمة", "probability": 0.9947916666666666}, {"start": 763.22, "end": 763.34, "word": " ال", "probability": 0.9765625}, {"start": 763.34, "end": 763.56, "word": " error", "probability": 0.95458984375}, {"start": 763.56, "end": 764.02, "word": " في", "probability": 0.92822265625}, {"start": 764.02, "end": 764.22, "word": " ال", "probability": 0.95947265625}, {"start": 764.22, "end": 764.64, "word": " input", "probability": 0.9599609375}], "temperature": 1.0}, {"id": 35, "seek": 76913, "start": 765.87, "end": 769.13, "text": "هيها فصار عندى minus one في one", "tokens": [3224, 1829, 11296, 6156, 9381, 9640, 43242, 7578, 3175, 472, 8978, 472], "avg_logprob": -0.3978365476314838, "compression_ratio": 0.8653846153846154, "no_speech_prob": 0.0, "words": [{"start": 765.87, "end": 766.39, "word": "هيها", "probability": 0.3519694010416667}, {"start": 766.39, "end": 767.05, "word": " فصار", "probability": 0.8797200520833334}, {"start": 767.05, "end": 767.47, "word": " عندى", "probability": 0.77001953125}, {"start": 767.47, "end": 768.05, "word": " minus", "probability": 0.274169921875}, {"start": 768.05, "end": 768.49, "word": " one", "probability": 0.79541015625}, {"start": 768.49, "end": 768.85, "word": " في", "probability": 0.92333984375}, {"start": 768.85, "end": 769.13, "word": " one", "probability": 0.927734375}], "temperature": 1.0}, {"id": 36, "seek": 79941, "start": 770.19, "end": 799.41, "text": "دربة one في any one بتاعة ال X1 يعني أنا بدي اعدل مين بدي اعدل W1 مدام بدي اعدل W1 الآن اشوف جداش لازم تكون قيمتها الجديدة هستخدم X1 فواحد في ال error في minus واحد هي minus one بدي اضربها في Alpha Alpha جداش O.1 فصار عندى minus O.1 minus O.1 هذه صارت delta W1 بجمعها على W1 جداش جداش ال W1 O.3", "tokens": [3215, 25513, 3660, 472, 8978, 604, 472, 39894, 995, 27884, 2423, 1783, 16, 37495, 22653, 41850, 4724, 16254, 1975, 22488, 1211, 3714, 9957, 4724, 16254, 1975, 22488, 1211, 343, 16, 3714, 3215, 10943, 4724, 16254, 1975, 22488, 1211, 343, 16, 6024, 48506, 1975, 8592, 38688, 10874, 3215, 33599, 5296, 31377, 2304, 6055, 30544, 12174, 32640, 2655, 11296, 25724, 16254, 41891, 8032, 14851, 9778, 40448, 1783, 16, 6156, 14407, 24401, 8978, 2423, 6713, 8978, 3175, 36764, 24401, 39896, 3175, 472, 4724, 16254, 1975, 11242, 25513, 11296, 8978, 20588, 20588, 10874, 3215, 33599, 422, 13, 16, 6156, 9381, 9640, 43242, 7578, 3175, 422, 13, 16, 3175, 422, 13, 16, 29538, 20328, 9640, 2655, 8289, 343, 16, 4724, 7435, 2304, 3615, 11296, 15844, 343, 16, 10874, 3215, 33599, 10874, 3215, 33599, 2423, 343, 16, 422, 13, 18], "avg_logprob": -0.2518518487612406, "compression_ratio": 1.7738095238095237, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 770.19, "end": 770.61, "word": "دربة", "probability": 0.5172526041666666}, {"start": 770.61, "end": 770.79, "word": " one", "probability": 0.39208984375}, {"start": 770.79, "end": 770.97, "word": " في", "probability": 0.90478515625}, {"start": 770.97, "end": 771.69, "word": " any", "probability": 0.2205810546875}, {"start": 771.69, "end": 771.95, "word": " one", "probability": 0.89453125}, {"start": 771.95, "end": 772.23, "word": " بتاعة", "probability": 0.6700846354166666}, {"start": 772.23, "end": 772.35, "word": " ال", "probability": 0.68505859375}, {"start": 772.35, "end": 772.83, "word": " X1", "probability": 0.55810546875}, {"start": 772.83, "end": 773.19, "word": " يعني", "probability": 0.897216796875}, {"start": 773.19, "end": 773.35, "word": " أنا", "probability": 0.58984375}, {"start": 773.35, "end": 773.51, "word": " بدي", "probability": 0.5850830078125}, {"start": 773.51, "end": 773.81, "word": " اعدل", "probability": 0.6253255208333334}, {"start": 773.81, "end": 774.05, "word": " مين", "probability": 0.6805419921875}, {"start": 774.05, "end": 774.31, "word": " بدي", "probability": 0.6591796875}, {"start": 774.31, "end": 774.55, "word": " اعدل", "probability": 0.9606119791666666}, {"start": 774.55, "end": 775.43, "word": " W1", "probability": 0.8349609375}, {"start": 775.43, "end": 776.01, "word": " مدام", "probability": 0.572509765625}, {"start": 776.01, "end": 776.21, "word": " بدي", "probability": 0.919921875}, {"start": 776.21, "end": 776.45, "word": " اعدل", "probability": 0.96826171875}, {"start": 776.45, "end": 777.05, "word": " W1", "probability": 0.933837890625}, {"start": 777.05, "end": 777.43, "word": " الآن", "probability": 0.73779296875}, {"start": 777.43, "end": 778.03, "word": " اشوف", "probability": 0.8172200520833334}, {"start": 778.03, "end": 778.27, "word": " جداش", "probability": 0.689453125}, {"start": 778.27, "end": 778.51, "word": " لازم", "probability": 0.9705403645833334}, {"start": 778.51, "end": 778.73, "word": " تكون", "probability": 0.939208984375}, {"start": 778.73, "end": 779.07, "word": " قيمتها", "probability": 0.982666015625}, {"start": 779.07, "end": 779.67, "word": " الجديدة", "probability": 0.9327799479166666}, {"start": 779.67, "end": 780.61, "word": " هستخدم", "probability": 0.961181640625}, {"start": 780.61, "end": 781.25, "word": " X1", "probability": 0.968017578125}, {"start": 781.25, "end": 782.17, "word": " فواحد", "probability": 0.74658203125}, {"start": 782.17, "end": 782.63, "word": " في", "probability": 0.90869140625}, {"start": 782.63, "end": 782.75, "word": " ال", "probability": 0.86962890625}, {"start": 782.75, "end": 783.03, "word": " error", "probability": 0.8388671875}, {"start": 783.03, "end": 783.35, "word": " في", "probability": 0.94189453125}, {"start": 783.35, "end": 783.61, "word": " minus", "probability": 0.383544921875}, {"start": 783.61, "end": 783.87, "word": " واحد", "probability": 0.7215576171875}, {"start": 783.87, "end": 784.01, "word": " هي", "probability": 0.908203125}, {"start": 784.01, "end": 784.39, "word": " minus", "probability": 0.96826171875}, {"start": 784.39, "end": 784.71, "word": " one", "probability": 0.8955078125}, {"start": 784.71, "end": 785.17, "word": " بدي", "probability": 0.6864013671875}, {"start": 785.17, "end": 785.45, "word": " اضربها", "probability": 0.8211669921875}, {"start": 785.45, "end": 785.59, "word": " في", "probability": 0.98291015625}, {"start": 785.59, "end": 785.95, "word": " Alpha", "probability": 0.54150390625}, {"start": 785.95, "end": 786.55, "word": " Alpha", "probability": 0.5908203125}, {"start": 786.55, "end": 787.11, "word": " جداش", "probability": 0.9557291666666666}, {"start": 787.11, "end": 787.89, "word": " O", "probability": 0.60595703125}, {"start": 787.89, "end": 788.43, "word": ".1", "probability": 0.703125}, {"start": 788.43, "end": 789.07, "word": " فصار", "probability": 0.9747721354166666}, {"start": 789.07, "end": 789.71, "word": " عندى", "probability": 0.6796875}, {"start": 789.71, "end": 790.35, "word": " minus", "probability": 0.89111328125}, {"start": 790.35, "end": 790.75, "word": " O", "probability": 0.9560546875}, {"start": 790.75, "end": 791.39, "word": ".1", "probability": 0.962646484375}, {"start": 791.39, "end": 792.43, "word": " minus", "probability": 0.92626953125}, {"start": 792.43, "end": 792.67, "word": " O", "probability": 0.9228515625}, {"start": 792.67, "end": 792.97, "word": ".1", "probability": 0.984619140625}, {"start": 792.97, "end": 793.17, "word": " هذه", "probability": 0.2293701171875}, {"start": 793.17, "end": 793.47, "word": " صارت", "probability": 0.9404296875}, {"start": 793.47, "end": 793.93, "word": " delta", "probability": 0.410888671875}, {"start": 793.93, "end": 795.03, "word": " W1", "probability": 0.951416015625}, {"start": 795.03, "end": 796.03, "word": " بجمعها", "probability": 0.93583984375}, {"start": 796.03, "end": 796.33, "word": " على", "probability": 0.89892578125}, {"start": 796.33, "end": 797.43, "word": " W1", "probability": 0.98681640625}, {"start": 797.43, "end": 797.93, "word": " جداش", "probability": 0.9654947916666666}, {"start": 797.93, "end": 798.05, "word": " جداش", "probability": 0.6277669270833334}, {"start": 798.05, "end": 798.15, "word": " ال", "probability": 0.396240234375}, {"start": 798.15, "end": 798.77, "word": " W1", "probability": 0.98193359375}, {"start": 798.77, "end": 798.97, "word": " O", "probability": 0.64990234375}, {"start": 798.97, "end": 799.41, "word": ".3", "probability": 0.95361328125}], "temperature": 1.0}, {"id": 37, "seek": 82569, "start": 800.87, "end": 825.69, "text": "إجمعها على minus 0.1 صار 0.2 فهي 0.2 لجديدة تمام بالنسبة ل W2 W2 هنيجي هنا مبدأيا فيه صفر يعني minus one في صفر ال X تبعتها فال term صفر مش هتتغير فهيضل minus 0.1 هلوية الجديدة ال weight الجديدة هي اللي بننزلها", "tokens": [28814, 7435, 2304, 3615, 11296, 15844, 3175, 1958, 13, 16, 20328, 9640, 1958, 13, 17, 6156, 3224, 1829, 1958, 13, 17, 5296, 7435, 16254, 41891, 46811, 10943, 20666, 1863, 35457, 3660, 5296, 343, 17, 343, 17, 8032, 22653, 7435, 1829, 34105, 3714, 44510, 10721, 25528, 8978, 3224, 20328, 5172, 2288, 37495, 22653, 3175, 472, 8978, 20328, 5172, 2288, 2423, 1783, 6055, 3555, 34268, 11296, 6156, 6027, 1433, 20328, 5172, 2288, 37893, 8032, 2655, 2655, 17082, 13546, 6156, 3224, 1829, 11242, 1211, 3175, 1958, 13, 16, 8032, 1211, 2407, 10632, 25724, 16254, 41891, 2423, 3364, 25724, 16254, 41891, 39896, 13672, 1829, 44945, 1863, 11622, 1211, 11296], "avg_logprob": -0.21653892156088128, "compression_ratio": 1.6403940886699508, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 800.87, "end": 801.47, "word": "إجمعها", "probability": 0.7076171875}, {"start": 801.47, "end": 801.69, "word": " على", "probability": 0.8896484375}, {"start": 801.69, "end": 802.27, "word": " minus", "probability": 0.08819580078125}, {"start": 802.27, "end": 802.49, "word": " 0", "probability": 0.431640625}, {"start": 802.49, "end": 803.03, "word": ".1", "probability": 0.986572265625}, {"start": 803.03, "end": 803.67, "word": " صار", "probability": 0.6280517578125}, {"start": 803.67, "end": 803.87, "word": " 0", "probability": 0.7900390625}, {"start": 803.87, "end": 804.45, "word": ".2", "probability": 0.995849609375}, {"start": 804.45, "end": 805.35, "word": " فهي", "probability": 0.9046223958333334}, {"start": 805.35, "end": 805.51, "word": " 0", "probability": 0.888671875}, {"start": 805.51, "end": 806.71, "word": ".2", "probability": 0.998046875}, {"start": 806.71, "end": 807.55, "word": " لجديدة", "probability": 0.8614501953125}, {"start": 807.55, "end": 808.25, "word": " تمام", "probability": 0.7783203125}, {"start": 808.25, "end": 810.07, "word": " بالنسبة", "probability": 0.975341796875}, {"start": 810.07, "end": 810.15, "word": " ل", "probability": 0.9130859375}, {"start": 810.15, "end": 811.59, "word": " W2", "probability": 0.5791015625}, {"start": 811.59, "end": 813.23, "word": " W2", "probability": 0.60302734375}, {"start": 813.23, "end": 813.59, "word": " هنيجي", "probability": 0.88232421875}, {"start": 813.59, "end": 813.83, "word": " هنا", "probability": 0.95703125}, {"start": 813.83, "end": 815.03, "word": " مبدأيا", "probability": 0.80322265625}, {"start": 815.03, "end": 815.43, "word": " فيه", "probability": 0.6605224609375}, {"start": 815.43, "end": 815.85, "word": " صفر", "probability": 0.9269205729166666}, {"start": 815.85, "end": 816.27, "word": " يعني", "probability": 0.917724609375}, {"start": 816.27, "end": 816.73, "word": " minus", "probability": 0.82373046875}, {"start": 816.73, "end": 816.97, "word": " one", "probability": 0.450439453125}, {"start": 816.97, "end": 817.17, "word": " في", "probability": 0.95263671875}, {"start": 817.17, "end": 817.55, "word": " صفر", "probability": 0.9542643229166666}, {"start": 817.55, "end": 817.75, "word": " ال", "probability": 0.873046875}, {"start": 817.75, "end": 817.91, "word": " X", "probability": 0.74609375}, {"start": 817.91, "end": 818.41, "word": " تبعتها", "probability": 0.9339599609375}, {"start": 818.41, "end": 818.93, "word": " فال", "probability": 0.898681640625}, {"start": 818.93, "end": 819.07, "word": " term", "probability": 0.8291015625}, {"start": 819.07, "end": 819.45, "word": " صفر", "probability": 0.9705403645833334}, {"start": 819.45, "end": 819.71, "word": " مش", "probability": 0.91650390625}, {"start": 819.71, "end": 820.21, "word": " هتتغير", "probability": 0.986328125}, {"start": 820.21, "end": 821.53, "word": " فهيضل", "probability": 0.86962890625}, {"start": 821.53, "end": 822.11, "word": " minus", "probability": 0.97998046875}, {"start": 822.11, "end": 822.29, "word": " 0", "probability": 0.93212890625}, {"start": 822.29, "end": 822.69, "word": ".1", "probability": 0.994140625}, {"start": 822.69, "end": 823.27, "word": " هلوية", "probability": 0.572021484375}, {"start": 823.27, "end": 824.17, "word": " الجديدة", "probability": 0.7410481770833334}, {"start": 824.17, "end": 824.27, "word": " ال", "probability": 0.464111328125}, {"start": 824.27, "end": 824.41, "word": " weight", "probability": 0.73095703125}, {"start": 824.41, "end": 824.75, "word": " الجديدة", "probability": 0.9313151041666666}, {"start": 824.75, "end": 824.93, "word": " هي", "probability": 0.9609375}, {"start": 824.93, "end": 825.05, "word": " اللي", "probability": 0.939208984375}, {"start": 825.05, "end": 825.69, "word": " بننزلها", "probability": 0.88505859375}], "temperature": 1.0}, {"id": 38, "seek": 85078, "start": 826.86, "end": 850.78, "text": "ك weight معتمدة للشبكة عشان نجرب الان واحد و واحد فأصبح عندي واحد في O.2 عبارة عن O.2 تمام واحد في minus O.1 عبارة عن minus O.1 minus جداش ال threshold ال minus O.2 فصار minus O.1 minus O.1 على ال threshold بتاعتنا Zero", "tokens": [4117, 3364, 3714, 34268, 2304, 41891, 24976, 8592, 3555, 4117, 3660, 6225, 8592, 7649, 8717, 7435, 25513, 2423, 7649, 36764, 24401, 4032, 36764, 24401, 6156, 10721, 9381, 49628, 18871, 16254, 36764, 24401, 8978, 422, 13, 17, 6225, 3555, 9640, 3660, 18871, 422, 13, 17, 46811, 10943, 36764, 24401, 8978, 3175, 422, 13, 16, 6225, 3555, 9640, 3660, 18871, 3175, 422, 13, 16, 3175, 10874, 3215, 33599, 2423, 14678, 2423, 3175, 422, 13, 17, 6156, 9381, 9640, 3175, 422, 13, 16, 3175, 422, 13, 16, 15844, 2423, 14678, 39894, 995, 34268, 8315, 17182], "avg_logprob": -0.1764112832725689, "compression_ratio": 1.7752808988764044, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 826.86, "end": 827.14, "word": "ك", "probability": 0.8056640625}, {"start": 827.14, "end": 827.58, "word": " weight", "probability": 0.5712890625}, {"start": 827.58, "end": 828.18, "word": " معتمدة", "probability": 0.8450927734375}, {"start": 828.18, "end": 828.98, "word": " للشبكة", "probability": 0.960546875}, {"start": 828.98, "end": 829.4, "word": " عشان", "probability": 0.9021809895833334}, {"start": 829.4, "end": 829.72, "word": " نجرب", "probability": 0.9773763020833334}, {"start": 829.72, "end": 829.92, "word": " الان", "probability": 0.49169921875}, {"start": 829.92, "end": 830.24, "word": " واحد", "probability": 0.85595703125}, {"start": 830.24, "end": 830.34, "word": " و", "probability": 0.73828125}, {"start": 830.34, "end": 830.68, "word": " واحد", "probability": 0.919677734375}, {"start": 830.68, "end": 831.3, "word": " فأصبح", "probability": 0.8416748046875}, {"start": 831.3, "end": 831.56, "word": " عندي", "probability": 0.733642578125}, {"start": 831.56, "end": 832.14, "word": " واحد", "probability": 0.928955078125}, {"start": 832.14, "end": 832.56, "word": " في", "probability": 0.6982421875}, {"start": 832.56, "end": 832.74, "word": " O", "probability": 0.30126953125}, {"start": 832.74, "end": 833.26, "word": ".2", "probability": 0.809814453125}, {"start": 833.26, "end": 834.0, "word": " عبارة", "probability": 0.940185546875}, {"start": 834.0, "end": 834.28, "word": " عن", "probability": 0.9921875}, {"start": 834.28, "end": 834.74, "word": " O", "probability": 0.81689453125}, {"start": 834.74, "end": 835.4, "word": ".2", "probability": 0.9482421875}, {"start": 835.4, "end": 837.64, "word": " تمام", "probability": 0.90478515625}, {"start": 837.64, "end": 838.32, "word": " واحد", "probability": 0.811279296875}, {"start": 838.32, "end": 838.54, "word": " في", "probability": 0.9560546875}, {"start": 838.54, "end": 838.98, "word": " minus", "probability": 0.339111328125}, {"start": 838.98, "end": 839.2, "word": " O", "probability": 0.91259765625}, {"start": 839.2, "end": 839.62, "word": ".1", "probability": 0.97802734375}, {"start": 839.62, "end": 839.96, "word": " عبارة", "probability": 0.98779296875}, {"start": 839.96, "end": 840.08, "word": " عن", "probability": 0.97998046875}, {"start": 840.08, "end": 840.36, "word": " minus", "probability": 0.95166015625}, {"start": 840.36, "end": 840.6, "word": " O", "probability": 0.9560546875}, {"start": 840.6, "end": 841.08, "word": ".1", "probability": 0.989501953125}, {"start": 841.08, "end": 841.98, "word": " minus", "probability": 0.736328125}, {"start": 841.98, "end": 842.34, "word": " جداش", "probability": 0.64697265625}, {"start": 842.34, "end": 842.46, "word": " ال", "probability": 0.8173828125}, {"start": 842.46, "end": 842.78, "word": " threshold", "probability": 0.431640625}, {"start": 842.78, "end": 843.24, "word": " ال", "probability": 0.491455078125}, {"start": 843.24, "end": 843.48, "word": " minus", "probability": 0.96337890625}, {"start": 843.48, "end": 843.66, "word": " O", "probability": 0.94921875}, {"start": 843.66, "end": 843.96, "word": ".2", "probability": 0.990234375}, {"start": 843.96, "end": 844.48, "word": " فصار", "probability": 0.9694010416666666}, {"start": 844.48, "end": 844.76, "word": " minus", "probability": 0.984375}, {"start": 844.76, "end": 845.02, "word": " O", "probability": 0.9423828125}, {"start": 845.02, "end": 845.5, "word": ".1", "probability": 0.99462890625}, {"start": 845.5, "end": 846.72, "word": " minus", "probability": 0.939453125}, {"start": 846.72, "end": 846.9, "word": " O", "probability": 0.93603515625}, {"start": 846.9, "end": 847.28, "word": ".1", "probability": 0.99365234375}, {"start": 847.28, "end": 847.54, "word": " على", "probability": 0.68701171875}, {"start": 847.54, "end": 848.14, "word": " ال", "probability": 0.94580078125}, {"start": 848.14, "end": 848.46, "word": " threshold", "probability": 0.8916015625}, {"start": 848.46, "end": 849.04, "word": " بتاعتنا", "probability": 0.9632568359375}, {"start": 849.04, "end": 850.78, "word": " Zero", "probability": 0.36669921875}], "temperature": 1.0}, {"id": 39, "seek": 88021, "start": 852.27, "end": 880.21, "text": "لأنها بالـ Negative فكل الـ Negative Zero كل الـ Negative Zero فأجت ال output تبعها Zero هاي بينما ال desire دي المفروض واحد فال error صار واحد ال error أصبح واحد تمام ال واحد هذا ك error هنرجع نضربه في X1 صار واحد في ال Alpha 0.1 في 0.1 زائد ال W القديمة صار 0.3", "tokens": [1211, 33456, 11296, 20666, 39184, 43230, 6156, 28820, 2423, 39184, 43230, 17182, 28242, 2423, 39184, 43230, 17182, 6156, 10721, 7435, 2655, 2423, 5598, 6055, 3555, 3615, 11296, 17182, 8032, 47302, 49374, 15042, 2423, 7516, 11778, 1829, 9673, 5172, 32887, 11242, 36764, 24401, 6156, 6027, 6713, 20328, 9640, 36764, 24401, 2423, 6713, 5551, 9381, 49628, 36764, 24401, 46811, 10943, 2423, 36764, 24401, 23758, 9122, 6713, 8032, 1863, 47341, 3615, 8717, 11242, 25513, 3224, 8978, 1783, 16, 20328, 9640, 36764, 24401, 8978, 2423, 20588, 1958, 13, 16, 8978, 1958, 13, 16, 30767, 16373, 3215, 2423, 343, 25062, 16254, 46007, 20328, 9640, 1958, 13, 18], "avg_logprob": -0.18234223966459626, "compression_ratio": 1.7737556561085972, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 852.27, "end": 852.61, "word": "لأنها", "probability": 0.9117838541666666}, {"start": 852.61, "end": 852.79, "word": " بالـ", "probability": 0.760498046875}, {"start": 852.79, "end": 853.05, "word": " Negative", "probability": 0.5732421875}, {"start": 853.05, "end": 853.51, "word": " فكل", "probability": 0.849853515625}, {"start": 853.51, "end": 853.63, "word": " الـ", "probability": 0.86328125}, {"start": 853.63, "end": 853.85, "word": " Negative", "probability": 0.93115234375}, {"start": 853.85, "end": 854.15, "word": " Zero", "probability": 0.256103515625}, {"start": 854.15, "end": 854.39, "word": " كل", "probability": 0.3203125}, {"start": 854.39, "end": 854.55, "word": " الـ", "probability": 0.918212890625}, {"start": 854.55, "end": 854.79, "word": " Negative", "probability": 0.94677734375}, {"start": 854.79, "end": 855.41, "word": " Zero", "probability": 0.916015625}, {"start": 855.41, "end": 856.61, "word": " فأجت", "probability": 0.77154541015625}, {"start": 856.61, "end": 856.81, "word": " ال", "probability": 0.9423828125}, {"start": 856.81, "end": 857.05, "word": " output", "probability": 0.79345703125}, {"start": 857.05, "end": 857.45, "word": " تبعها", "probability": 0.7548828125}, {"start": 857.45, "end": 857.75, "word": " Zero", "probability": 0.896484375}, {"start": 857.75, "end": 858.25, "word": " هاي", "probability": 0.2252197265625}, {"start": 858.25, "end": 859.39, "word": " بينما", "probability": 0.841064453125}, {"start": 859.39, "end": 859.63, "word": " ال", "probability": 0.96875}, {"start": 859.63, "end": 859.97, "word": " desire", "probability": 0.62060546875}, {"start": 859.97, "end": 860.17, "word": " دي", "probability": 0.731689453125}, {"start": 860.17, "end": 860.49, "word": " المفروض", "probability": 0.98828125}, {"start": 860.49, "end": 860.91, "word": " واحد", "probability": 0.96630859375}, {"start": 860.91, "end": 861.55, "word": " فال", "probability": 0.96630859375}, {"start": 861.55, "end": 861.79, "word": " error", "probability": 0.79248046875}, {"start": 861.79, "end": 862.21, "word": " صار", "probability": 0.96484375}, {"start": 862.21, "end": 862.85, "word": " واحد", "probability": 0.989013671875}, {"start": 862.85, "end": 863.95, "word": " ال", "probability": 0.93212890625}, {"start": 863.95, "end": 864.29, "word": " error", "probability": 0.92626953125}, {"start": 864.29, "end": 864.85, "word": " أصبح", "probability": 0.9744466145833334}, {"start": 864.85, "end": 865.41, "word": " واحد", "probability": 0.989501953125}, {"start": 865.41, "end": 866.11, "word": " تمام", "probability": 0.97119140625}, {"start": 866.11, "end": 866.49, "word": " ال", "probability": 0.9599609375}, {"start": 866.49, "end": 866.77, "word": " واحد", "probability": 0.83349609375}, {"start": 866.77, "end": 867.17, "word": " هذا", "probability": 0.5625}, {"start": 867.17, "end": 867.93, "word": " ك", "probability": 0.98388671875}, {"start": 867.93, "end": 868.29, "word": " error", "probability": 0.873046875}, {"start": 868.29, "end": 868.97, "word": " هنرجع", "probability": 0.892333984375}, {"start": 868.97, "end": 869.45, "word": " نضربه", "probability": 0.9903564453125}, {"start": 869.45, "end": 869.65, "word": " في", "probability": 0.91259765625}, {"start": 869.65, "end": 870.27, "word": " X1", "probability": 0.80224609375}, {"start": 870.27, "end": 870.95, "word": " صار", "probability": 0.958984375}, {"start": 870.95, "end": 871.41, "word": " واحد", "probability": 0.97412109375}, {"start": 871.41, "end": 872.03, "word": " في", "probability": 0.9580078125}, {"start": 872.03, "end": 872.99, "word": " ال", "probability": 0.92724609375}, {"start": 872.99, "end": 873.61, "word": " Alpha", "probability": 0.26953125}, {"start": 873.61, "end": 874.03, "word": " 0", "probability": 0.6904296875}, {"start": 874.03, "end": 874.59, "word": ".1", "probability": 0.995849609375}, {"start": 874.59, "end": 875.39, "word": " في", "probability": 0.6201171875}, {"start": 875.39, "end": 875.63, "word": " 0", "probability": 0.86669921875}, {"start": 875.63, "end": 876.23, "word": ".1", "probability": 0.99853515625}, {"start": 876.23, "end": 877.13, "word": " زائد", "probability": 0.7921549479166666}, {"start": 877.13, "end": 877.89, "word": " ال", "probability": 0.97900390625}, {"start": 877.89, "end": 878.29, "word": " W", "probability": 0.794921875}, {"start": 878.29, "end": 879.19, "word": " القديمة", "probability": 0.9508463541666666}, {"start": 879.19, "end": 879.55, "word": " صار", "probability": 0.980712890625}, {"start": 879.55, "end": 879.73, "word": " 0", "probability": 0.97021484375}, {"start": 879.73, "end": 880.21, "word": ".3", "probability": 0.99658203125}], "temperature": 1.0}, {"id": 40, "seek": 90769, "start": 881.89, "end": 907.69, "text": "0.1 التي هي Δ W1 زائد 0.2 W1 فصار القيمة الجديدة المفروض 0.3 رجعت القيمة القديمة رجعت القيمة القديمة تمام هاتوا نشوف W2 W2 معناته بإننا نضرب X2 في ال error هي واحد في ال alpha 0.1 فصار 0.1 كويس 0.1 plus", "tokens": [15, 13, 16, 38392, 39896, 27556, 343, 16, 30767, 16373, 3215, 1958, 13, 17, 343, 16, 6156, 9381, 9640, 25062, 32640, 3660, 25724, 16254, 41891, 9673, 5172, 32887, 11242, 1958, 13, 18, 12602, 7435, 34268, 25062, 32640, 3660, 25062, 16254, 46007, 12602, 7435, 34268, 25062, 32640, 3660, 25062, 16254, 46007, 46811, 10943, 8032, 9307, 14407, 8717, 8592, 38688, 343, 17, 343, 17, 20449, 8315, 47395, 4724, 28814, 1863, 8315, 8717, 11242, 25513, 1783, 17, 8978, 2423, 6713, 39896, 36764, 24401, 8978, 2423, 8961, 1958, 13, 16, 6156, 9381, 9640, 1958, 13, 16, 9122, 45865, 3794, 1958, 13, 16, 1804], "avg_logprob": -0.20203124910593032, "compression_ratio": 1.671875, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 881.89, "end": 882.13, "word": "0", "probability": 0.307861328125}, {"start": 882.13, "end": 882.63, "word": ".1", "probability": 0.972900390625}, {"start": 882.63, "end": 882.89, "word": " التي", "probability": 0.1707763671875}, {"start": 882.89, "end": 883.07, "word": " هي", "probability": 0.8330078125}, {"start": 883.07, "end": 883.31, "word": " Δ", "probability": 0.212646484375}, {"start": 883.31, "end": 884.09, "word": " W1", "probability": 0.5867919921875}, {"start": 884.09, "end": 884.81, "word": " زائد", "probability": 0.5684407552083334}, {"start": 884.81, "end": 885.27, "word": " 0", "probability": 0.8896484375}, {"start": 885.27, "end": 885.65, "word": ".2", "probability": 0.9912109375}, {"start": 885.65, "end": 886.41, "word": " W1", "probability": 0.90966796875}, {"start": 886.41, "end": 886.95, "word": " فصار", "probability": 0.8297526041666666}, {"start": 886.95, "end": 887.31, "word": " القيمة", "probability": 0.9290364583333334}, {"start": 887.31, "end": 887.57, "word": " الجديدة", "probability": 0.9256184895833334}, {"start": 887.57, "end": 887.91, "word": " المفروض", "probability": 0.9193115234375}, {"start": 887.91, "end": 888.05, "word": " 0", "probability": 0.91455078125}, {"start": 888.05, "end": 888.63, "word": ".3", "probability": 0.9951171875}, {"start": 888.63, "end": 889.41, "word": " رجعت", "probability": 0.8992513020833334}, {"start": 889.41, "end": 889.75, "word": " القيمة", "probability": 0.97119140625}, {"start": 889.75, "end": 890.17, "word": " القديمة", "probability": 0.974609375}, {"start": 890.17, "end": 891.05, "word": " رجعت", "probability": 0.737060546875}, {"start": 891.05, "end": 891.55, "word": " القيمة", "probability": 0.9768880208333334}, {"start": 891.55, "end": 892.45, "word": " القديمة", "probability": 0.9793294270833334}, {"start": 892.45, "end": 892.93, "word": " تمام", "probability": 0.955078125}, {"start": 892.93, "end": 893.35, "word": " هاتوا", "probability": 0.599365234375}, {"start": 893.35, "end": 894.27, "word": " نشوف", "probability": 0.9654947916666666}, {"start": 894.27, "end": 895.61, "word": " W2", "probability": 0.791259765625}, {"start": 895.61, "end": 897.01, "word": " W2", "probability": 0.8310546875}, {"start": 897.01, "end": 897.37, "word": " معناته", "probability": 0.9013671875}, {"start": 897.37, "end": 897.61, "word": " بإننا", "probability": 0.57666015625}, {"start": 897.61, "end": 897.79, "word": " نضرب", "probability": 0.8720703125}, {"start": 897.79, "end": 898.39, "word": " X2", "probability": 0.91162109375}, {"start": 898.39, "end": 898.99, "word": " في", "probability": 0.947265625}, {"start": 898.99, "end": 899.21, "word": " ال", "probability": 0.80859375}, {"start": 899.21, "end": 899.49, "word": " error", "probability": 0.80224609375}, {"start": 899.49, "end": 899.85, "word": " هي", "probability": 0.6015625}, {"start": 899.85, "end": 900.29, "word": " واحد", "probability": 0.810302734375}, {"start": 900.29, "end": 900.95, "word": " في", "probability": 0.93701171875}, {"start": 900.95, "end": 901.85, "word": " ال", "probability": 0.92138671875}, {"start": 901.85, "end": 902.49, "word": " alpha", "probability": 0.51171875}, {"start": 902.49, "end": 902.89, "word": " 0", "probability": 0.7470703125}, {"start": 902.89, "end": 903.45, "word": ".1", "probability": 0.996826171875}, {"start": 903.45, "end": 904.37, "word": " فصار", "probability": 0.97314453125}, {"start": 904.37, "end": 904.59, "word": " 0", "probability": 0.91455078125}, {"start": 904.59, "end": 905.15, "word": ".1", "probability": 0.997314453125}, {"start": 905.15, "end": 906.07, "word": " كويس", "probability": 0.8606770833333334}, {"start": 906.07, "end": 906.41, "word": " 0", "probability": 0.6787109375}, {"start": 906.41, "end": 907.01, "word": ".1", "probability": 0.998046875}, {"start": 907.01, "end": 907.69, "word": " plus", "probability": 0.72314453125}], "temperature": 1.0}, {"id": 41, "seek": 92872, "start": 908.5, "end": 928.72, "text": "-0.1 اللي هي قيمة W2 القديمة فلجديدها هتطلع صفر هذه الآن بنرجع ندخلها كإنها هي الجديد ال weight الجديد للشبكة الآن هنيجي نطلع هأجد أنه خلصت أنا كل ال set ال data set تبعتي", "tokens": [12, 15, 13, 16, 13672, 1829, 39896, 12174, 32640, 3660, 343, 17, 25062, 16254, 46007, 6156, 1211, 7435, 16254, 3215, 11296, 8032, 2655, 9566, 1211, 3615, 20328, 5172, 2288, 29538, 6024, 48506, 44945, 47341, 3615, 8717, 3215, 9778, 1211, 11296, 9122, 28814, 1863, 11296, 39896, 25724, 16254, 3215, 2423, 3364, 25724, 16254, 3215, 24976, 8592, 3555, 4117, 3660, 6024, 48506, 8032, 22653, 7435, 1829, 8717, 9566, 1211, 3615, 8032, 10721, 7435, 3215, 14739, 3224, 16490, 1211, 9381, 2655, 41850, 28242, 2423, 992, 2423, 1412, 992, 6055, 3555, 3615, 31371], "avg_logprob": -0.21996528059244155, "compression_ratio": 1.6123595505617978, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 908.5, "end": 909.3, "word": "-0", "probability": 0.51513671875}, {"start": 909.3, "end": 909.84, "word": ".1", "probability": 0.9755859375}, {"start": 909.84, "end": 910.4, "word": " اللي", "probability": 0.464569091796875}, {"start": 910.4, "end": 910.56, "word": " هي", "probability": 0.94384765625}, {"start": 910.56, "end": 910.88, "word": " قيمة", "probability": 0.9894205729166666}, {"start": 910.88, "end": 912.08, "word": " W2", "probability": 0.540283203125}, {"start": 912.08, "end": 913.06, "word": " القديمة", "probability": 0.9690755208333334}, {"start": 913.06, "end": 913.8, "word": " فلجديدها", "probability": 0.79541015625}, {"start": 913.8, "end": 914.14, "word": " هتطلع", "probability": 0.95419921875}, {"start": 914.14, "end": 914.56, "word": " صفر", "probability": 0.888671875}, {"start": 914.56, "end": 916.04, "word": " هذه", "probability": 0.46533203125}, {"start": 916.04, "end": 916.4, "word": " الآن", "probability": 0.708251953125}, {"start": 916.4, "end": 917.08, "word": " بنرجع", "probability": 0.9093424479166666}, {"start": 917.08, "end": 918.14, "word": " ندخلها", "probability": 0.953125}, {"start": 918.14, "end": 918.92, "word": " كإنها", "probability": 0.76666259765625}, {"start": 918.92, "end": 919.14, "word": " هي", "probability": 0.67333984375}, {"start": 919.14, "end": 919.74, "word": " الجديد", "probability": 0.82177734375}, {"start": 919.74, "end": 919.92, "word": " ال", "probability": 0.93408203125}, {"start": 919.92, "end": 920.08, "word": " weight", "probability": 0.93408203125}, {"start": 920.08, "end": 920.44, "word": " الجديد", "probability": 0.9265950520833334}, {"start": 920.44, "end": 921.0, "word": " للشبكة", "probability": 0.97109375}, {"start": 921.0, "end": 921.6, "word": " الآن", "probability": 0.6854248046875}, {"start": 921.6, "end": 922.66, "word": " هنيجي", "probability": 0.84722900390625}, {"start": 922.66, "end": 923.24, "word": " نطلع", "probability": 0.9056396484375}, {"start": 923.24, "end": 924.0, "word": " هأجد", "probability": 0.7752685546875}, {"start": 924.0, "end": 924.72, "word": " أنه", "probability": 0.6947021484375}, {"start": 924.72, "end": 925.18, "word": " خلصت", "probability": 0.9742431640625}, {"start": 925.18, "end": 925.28, "word": " أنا", "probability": 0.58984375}, {"start": 925.28, "end": 925.56, "word": " كل", "probability": 0.9951171875}, {"start": 925.56, "end": 925.74, "word": " ال", "probability": 0.88671875}, {"start": 925.74, "end": 926.08, "word": " set", "probability": 0.6416015625}, {"start": 926.08, "end": 927.84, "word": " ال", "probability": 0.890625}, {"start": 927.84, "end": 928.02, "word": " data", "probability": 0.97314453125}, {"start": 928.02, "end": 928.34, "word": " set", "probability": 0.50830078125}, {"start": 928.34, "end": 928.72, "word": " تبعتي", "probability": 0.927734375}], "temperature": 1.0}, {"id": 42, "seek": 95901, "start": 929.69, "end": 959.01, "text": "لكن بقدرش أقول إنه خلاص اتدربت، فبرجع بعيدهم من جديد، عشان أعيدهم من جديد، بقول إن أنا بدأت في Epoch جديدة، بدأت في Epoch جديدة، في مرحلة جدة، كلها دي كانت One Epoch، One Epoch بمعنى كل ال data set إن عمللها training، ال data set كلها اتجربت، وصلت لحل؟ لأ، مش مضرورة إن وصلت لحل، إيه إنت بقول إن وصلت لحل، إذا كان مر علي إيه Epoch كاملة بدون ما تتغير قيمة ال weights؟", "tokens": [1211, 19452, 4724, 28543, 2288, 8592, 5551, 39648, 36145, 3224, 16490, 1211, 33546, 1975, 2655, 3215, 25513, 2655, 12399, 6156, 26890, 7435, 3615, 45030, 25708, 16095, 9154, 10874, 16254, 3215, 12399, 6225, 8592, 7649, 5551, 3615, 25708, 16095, 9154, 10874, 16254, 3215, 12399, 4724, 39648, 36145, 41850, 47525, 10721, 2655, 8978, 462, 2259, 339, 10874, 16254, 41891, 12399, 47525, 10721, 2655, 8978, 462, 2259, 339, 10874, 16254, 41891, 12399, 8978, 3714, 2288, 5016, 37977, 10874, 3215, 3660, 12399, 28242, 11296, 11778, 1829, 25961, 2655, 1485, 462, 2259, 339, 12399, 1485, 462, 2259, 339, 4724, 2304, 3615, 1863, 7578, 28242, 2423, 1412, 992, 36145, 6225, 42213, 1211, 11296, 3097, 12399, 2423, 1412, 992, 28242, 11296, 1975, 2655, 7435, 25513, 2655, 12399, 4032, 36520, 2655, 5296, 5016, 1211, 22807, 5296, 10721, 12399, 37893, 3714, 11242, 2288, 13063, 3660, 36145, 4032, 36520, 2655, 5296, 5016, 1211, 12399, 11933, 1829, 3224, 11933, 29399, 4724, 39648, 36145, 4032, 36520, 2655, 5296, 5016, 1211, 12399, 11933, 15730, 25961, 3714, 2288, 25894, 11933, 1829, 3224, 462, 2259, 339, 9122, 10943, 37977, 47525, 11536, 19446, 6055, 2655, 17082, 13546, 12174, 32640, 3660, 2423, 17443, 22807], "avg_logprob": -0.15375665139327657, "compression_ratio": 2.0202020202020203, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 929.69, "end": 930.13, "word": "لكن", "probability": 0.847412109375}, {"start": 930.13, "end": 930.95, "word": " بقدرش", "probability": 0.80242919921875}, {"start": 930.95, "end": 931.25, "word": " أقول", "probability": 0.801025390625}, {"start": 931.25, "end": 931.49, "word": " إنه", "probability": 0.83984375}, {"start": 931.49, "end": 931.69, "word": " خلاص", "probability": 0.9708658854166666}, {"start": 931.69, "end": 932.57, "word": " اتدربت،", "probability": 0.8215128580729166}, {"start": 932.57, "end": 933.13, "word": " فبرجع", "probability": 0.975830078125}, {"start": 933.13, "end": 933.55, "word": " بعيدهم", "probability": 0.9401041666666666}, {"start": 933.55, "end": 933.73, "word": " من", "probability": 0.99462890625}, {"start": 933.73, "end": 934.57, "word": " جديد،", "probability": 0.907470703125}, {"start": 934.57, "end": 934.83, "word": " عشان", "probability": 0.98486328125}, {"start": 934.83, "end": 935.15, "word": " أعيدهم", "probability": 0.8743896484375}, {"start": 935.15, "end": 935.31, "word": " من", "probability": 0.99169921875}, {"start": 935.31, "end": 935.67, "word": " جديد،", "probability": 0.8660888671875}, {"start": 935.67, "end": 935.91, "word": " بقول", "probability": 0.98046875}, {"start": 935.91, "end": 936.07, "word": " إن", "probability": 0.91845703125}, {"start": 936.07, "end": 936.35, "word": " أنا", "probability": 0.93115234375}, {"start": 936.35, "end": 936.83, "word": " بدأت", "probability": 0.99072265625}, {"start": 936.83, "end": 937.05, "word": " في", "probability": 0.98779296875}, {"start": 937.05, "end": 937.59, "word": " Epoch", "probability": 0.6771647135416666}, {"start": 937.59, "end": 938.67, "word": " جديدة،", "probability": 0.94287109375}, {"start": 938.67, "end": 939.67, "word": " بدأت", "probability": 0.96044921875}, {"start": 939.67, "end": 939.85, "word": " في", "probability": 0.9931640625}, {"start": 939.85, "end": 940.45, "word": " Epoch", "probability": 0.9762369791666666}, {"start": 940.45, "end": 940.97, "word": " جديدة،", "probability": 0.971923828125}, {"start": 940.97, "end": 941.05, "word": " في", "probability": 0.91748046875}, {"start": 941.05, "end": 941.33, "word": " مرحلة", "probability": 0.97216796875}, {"start": 941.33, "end": 941.75, "word": " جدة،", "probability": 0.74114990234375}, {"start": 941.75, "end": 942.07, "word": " كلها", "probability": 0.7236328125}, {"start": 942.07, "end": 942.17, "word": " دي", "probability": 0.884033203125}, {"start": 942.17, "end": 942.45, "word": " كانت", "probability": 0.990234375}, {"start": 942.45, "end": 942.67, "word": " One", "probability": 0.5712890625}, {"start": 942.67, "end": 943.51, "word": " Epoch،", "probability": 0.9248046875}, {"start": 943.51, "end": 943.69, "word": " One", "probability": 0.83984375}, {"start": 943.69, "end": 943.99, "word": " Epoch", "probability": 0.9309895833333334}, {"start": 943.99, "end": 944.59, "word": " بمعنى", "probability": 0.979296875}, {"start": 944.59, "end": 945.21, "word": " كل", "probability": 0.86083984375}, {"start": 945.21, "end": 945.39, "word": " ال", "probability": 0.98681640625}, {"start": 945.39, "end": 945.57, "word": " data", "probability": 0.68994140625}, {"start": 945.57, "end": 945.95, "word": " set", "probability": 0.8955078125}, {"start": 945.95, "end": 946.33, "word": " إن", "probability": 0.420166015625}, {"start": 946.33, "end": 946.71, "word": " عمللها", "probability": 0.83489990234375}, {"start": 946.71, "end": 948.19, "word": " training،", "probability": 0.875}, {"start": 948.19, "end": 948.33, "word": " ال", "probability": 0.9921875}, {"start": 948.33, "end": 948.53, "word": " data", "probability": 0.9609375}, {"start": 948.53, "end": 948.75, "word": " set", "probability": 0.95068359375}, {"start": 948.75, "end": 949.13, "word": " كلها", "probability": 0.98974609375}, {"start": 949.13, "end": 950.39, "word": " اتجربت،", "probability": 0.9591471354166666}, {"start": 950.39, "end": 950.77, "word": " وصلت", "probability": 0.9376627604166666}, {"start": 950.77, "end": 951.11, "word": " لحل؟", "probability": 0.929443359375}, {"start": 951.11, "end": 951.33, "word": " لأ،", "probability": 0.80712890625}, {"start": 951.33, "end": 951.45, "word": " مش", "probability": 0.810546875}, {"start": 951.45, "end": 951.85, "word": " مضرورة", "probability": 0.7458984375}, {"start": 951.85, "end": 951.87, "word": " إن", "probability": 0.6552734375}, {"start": 951.87, "end": 952.21, "word": " وصلت", "probability": 0.8541666666666666}, {"start": 952.21, "end": 952.81, "word": " لحل،", "probability": 0.97607421875}, {"start": 952.81, "end": 952.97, "word": " إيه", "probability": 0.5941569010416666}, {"start": 952.97, "end": 953.05, "word": " إنت", "probability": 0.6636962890625}, {"start": 953.05, "end": 953.29, "word": " بقول", "probability": 0.9814453125}, {"start": 953.29, "end": 953.43, "word": " إن", "probability": 0.94921875}, {"start": 953.43, "end": 953.75, "word": " وصلت", "probability": 0.9475911458333334}, {"start": 953.75, "end": 954.25, "word": " لحل،", "probability": 0.905029296875}, {"start": 954.25, "end": 954.47, "word": " إذا", "probability": 0.979736328125}, {"start": 954.47, "end": 954.69, "word": " كان", "probability": 0.98486328125}, {"start": 954.69, "end": 954.85, "word": " مر", "probability": 0.69921875}, {"start": 954.85, "end": 955.03, "word": " علي", "probability": 0.80908203125}, {"start": 955.03, "end": 955.47, "word": " إيه", "probability": 0.4783121744791667}, {"start": 955.47, "end": 955.93, "word": " Epoch", "probability": 0.9737955729166666}, {"start": 955.93, "end": 956.65, "word": " كاملة", "probability": 0.9890950520833334}, {"start": 956.65, "end": 957.45, "word": " بدون", "probability": 0.86328125}, {"start": 957.45, "end": 957.53, "word": " ما", "probability": 0.7158203125}, {"start": 957.53, "end": 957.85, "word": " تتغير", "probability": 0.9918212890625}, {"start": 957.85, "end": 958.19, "word": " قيمة", "probability": 0.99462890625}, {"start": 958.19, "end": 958.29, "word": " ال", "probability": 0.99560546875}, {"start": 958.29, "end": 959.01, "word": " weights؟", "probability": 0.726806640625}], "temperature": 1.0}, {"id": 43, "seek": 97292, "start": 959.46, "end": 972.92, "text": "بمعنى جربت كل ال input المختلفة ال samples تبعت كلها جربت تبعت ال data set و كلهم ولا واحدة اعترضت على ال weights كلهم طلعوا نفس ال desired output بينوجف", "tokens": [3555, 2304, 3615, 1863, 7578, 10874, 25513, 2655, 28242, 2423, 4846, 9673, 46456, 46538, 3660, 2423, 10938, 6055, 3555, 34268, 28242, 11296, 10874, 25513, 2655, 6055, 3555, 34268, 2423, 1412, 992, 4032, 28242, 16095, 49429, 36764, 24401, 3660, 1975, 34268, 43042, 2655, 15844, 2423, 17443, 28242, 16095, 23032, 1211, 3615, 14407, 8717, 36178, 2423, 14721, 5598, 49374, 29245, 5172], "avg_logprob": -0.20143229042490324, "compression_ratio": 1.5063291139240507, "no_speech_prob": 0.0, "words": [{"start": 959.46, "end": 959.88, "word": "بمعنى", "probability": 0.878515625}, {"start": 959.88, "end": 960.34, "word": " جربت", "probability": 0.9562174479166666}, {"start": 960.34, "end": 960.64, "word": " كل", "probability": 0.7841796875}, {"start": 960.64, "end": 961.66, "word": " ال", "probability": 0.91162109375}, {"start": 961.66, "end": 962.0, "word": " input", "probability": 0.4267578125}, {"start": 962.0, "end": 963.66, "word": " المختلفة", "probability": 0.937744140625}, {"start": 963.66, "end": 963.86, "word": " ال", "probability": 0.63427734375}, {"start": 963.86, "end": 964.22, "word": " samples", "probability": 0.66650390625}, {"start": 964.22, "end": 964.58, "word": " تبعت", "probability": 0.6175130208333334}, {"start": 964.58, "end": 964.86, "word": " كلها", "probability": 0.78369140625}, {"start": 964.86, "end": 965.26, "word": " جربت", "probability": 0.95556640625}, {"start": 965.26, "end": 965.58, "word": " تبعت", "probability": 0.8094889322916666}, {"start": 965.58, "end": 965.68, "word": " ال", "probability": 0.9609375}, {"start": 965.68, "end": 965.82, "word": " data", "probability": 0.568359375}, {"start": 965.82, "end": 966.2, "word": " set", "probability": 0.951171875}, {"start": 966.2, "end": 966.58, "word": " و", "probability": 0.87451171875}, {"start": 966.58, "end": 967.14, "word": " كلهم", "probability": 0.843017578125}, {"start": 967.14, "end": 967.94, "word": " ولا", "probability": 0.76806640625}, {"start": 967.94, "end": 968.18, "word": " واحدة", "probability": 0.83984375}, {"start": 968.18, "end": 968.58, "word": " اعترضت", "probability": 0.9447021484375}, {"start": 968.58, "end": 968.7, "word": " على", "probability": 0.861328125}, {"start": 968.7, "end": 968.82, "word": " ال", "probability": 0.99365234375}, {"start": 968.82, "end": 969.08, "word": " weights", "probability": 0.802734375}, {"start": 969.08, "end": 969.74, "word": " كلهم", "probability": 0.90673828125}, {"start": 969.74, "end": 970.34, "word": " طلعوا", "probability": 0.9744873046875}, {"start": 970.34, "end": 970.9, "word": " نفس", "probability": 0.99609375}, {"start": 970.9, "end": 971.2, "word": " ال", "probability": 0.900390625}, {"start": 971.2, "end": 971.54, "word": " desired", "probability": 0.912109375}, {"start": 971.54, "end": 972.04, "word": " output", "probability": 0.98583984375}, {"start": 972.04, "end": 972.92, "word": " بينوجف", "probability": 0.5281575520833334}], "temperature": 1.0}, {"id": 44, "seek": 99681, "start": 973.99, "end": 996.81, "text": "بينما هنا الأربعة هدول لما دخلناهم صار في تعديلات من وين بتشوف ال error انت هتيجي تطلع ال error مرة كانت minus one و مرة one فمعنى ذلك ال a book هذي بقدرش اقف بعدها طيب هنعيد نفس الكلام كويس انكوا ترجعوا تعيدوه اتكملوا باقى الأرقام ترجعوا تعيدوها ممكن على فكرة تعملوها ملف اكسل وتخلوه لحالي تطلعلكوا تتأكدوا من كل نتائجه تمام فالان", "tokens": [3555, 9957, 15042, 34105, 16247, 25513, 27884, 8032, 3215, 12610, 5296, 15042, 11778, 9778, 1211, 8315, 16095, 20328, 9640, 8978, 37279, 16254, 1211, 9307, 9154, 4032, 9957, 39894, 8592, 38688, 2423, 6713, 16472, 2655, 8032, 31371, 7435, 1829, 6055, 9566, 1211, 3615, 2423, 6713, 3714, 25720, 25961, 2655, 3175, 472, 4032, 3714, 25720, 472, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 2423, 257, 1446, 8032, 8848, 1829, 4724, 28543, 2288, 8592, 1975, 4587, 5172, 39182, 11296, 23032, 1829, 3555, 8032, 1863, 3615, 25708, 8717, 36178, 2423, 28820, 10943, 9122, 45865, 3794, 16472, 4117, 14407, 6055, 47341, 3615, 14407, 37279, 25708, 2407, 3224, 1975, 2655, 24793, 1211, 14407, 4724, 995, 4587, 7578, 16247, 2288, 4587, 10943, 6055, 47341, 3615, 14407, 37279, 25708, 2407, 11296, 3714, 43020, 15844, 6156, 4117, 25720, 6055, 25957, 1211, 2407, 11296, 3714, 46538, 1975, 4117, 3794, 1211, 34683, 9778, 1211, 2407, 3224, 5296, 5016, 6027, 1829, 6055, 9566, 1211, 3615, 23275, 14407, 6055, 2655, 10721, 4117, 3215, 14407, 9154, 28242, 8717, 2655, 16373, 7435, 3224, 46811, 10943, 6156, 6027, 7649], "avg_logprob": -0.1624461280545969, "compression_ratio": 1.881967213114754, "no_speech_prob": 9.357929229736328e-06, "words": [{"start": 973.99, "end": 974.47, "word": "بينما", "probability": 0.8483072916666666}, {"start": 974.47, "end": 974.81, "word": " هنا", "probability": 0.9287109375}, {"start": 974.81, "end": 975.83, "word": " الأربعة", "probability": 0.75}, {"start": 975.83, "end": 976.11, "word": " هدول", "probability": 0.7794596354166666}, {"start": 976.11, "end": 976.29, "word": " لما", "probability": 0.8798828125}, {"start": 976.29, "end": 976.91, "word": " دخلناهم", "probability": 0.9595703125}, {"start": 976.91, "end": 977.31, "word": " صار", "probability": 0.945068359375}, {"start": 977.31, "end": 977.41, "word": " في", "probability": 0.84375}, {"start": 977.41, "end": 978.01, "word": " تعديلات", "probability": 0.8973388671875}, {"start": 978.01, "end": 978.43, "word": " من", "probability": 0.68994140625}, {"start": 978.43, "end": 978.67, "word": " وين", "probability": 0.846923828125}, {"start": 978.67, "end": 978.97, "word": " بتشوف", "probability": 0.9161783854166666}, {"start": 978.97, "end": 979.07, "word": " ال", "probability": 0.9013671875}, {"start": 979.07, "end": 979.27, "word": " error", "probability": 0.84912109375}, {"start": 979.27, "end": 979.61, "word": " انت", "probability": 0.80322265625}, {"start": 979.61, "end": 980.39, "word": " هتيجي", "probability": 0.794189453125}, {"start": 980.39, "end": 980.69, "word": " تطلع", "probability": 0.98388671875}, {"start": 980.69, "end": 980.79, "word": " ال", "probability": 0.9150390625}, {"start": 980.79, "end": 980.99, "word": " error", "probability": 0.9384765625}, {"start": 980.99, "end": 981.33, "word": " مرة", "probability": 0.98095703125}, {"start": 981.33, "end": 981.63, "word": " كانت", "probability": 0.960693359375}, {"start": 981.63, "end": 981.89, "word": " minus", "probability": 0.83984375}, {"start": 981.89, "end": 982.11, "word": " one", "probability": 0.7099609375}, {"start": 982.11, "end": 982.21, "word": " و", "probability": 0.79931640625}, {"start": 982.21, "end": 982.35, "word": " مرة", "probability": 0.787841796875}, {"start": 982.35, "end": 982.55, "word": " one", "probability": 0.9052734375}, {"start": 982.55, "end": 983.15, "word": " فمعنى", "probability": 0.951953125}, {"start": 983.15, "end": 983.37, "word": " ذلك", "probability": 0.98193359375}, {"start": 983.37, "end": 983.49, "word": " ال", "probability": 0.96142578125}, {"start": 983.49, "end": 983.55, "word": " a", "probability": 0.149169921875}, {"start": 983.55, "end": 983.75, "word": " book", "probability": 0.86865234375}, {"start": 983.75, "end": 984.07, "word": " هذي", "probability": 0.6160481770833334}, {"start": 984.07, "end": 984.65, "word": " بقدرش", "probability": 0.832763671875}, {"start": 984.65, "end": 984.83, "word": " اقف", "probability": 0.5902506510416666}, {"start": 984.83, "end": 985.49, "word": " بعدها", "probability": 0.908935546875}, {"start": 985.49, "end": 986.11, "word": " طيب", "probability": 0.9482421875}, {"start": 986.11, "end": 987.07, "word": " هنعيد", "probability": 0.859375}, {"start": 987.07, "end": 987.27, "word": " نفس", "probability": 0.998291015625}, {"start": 987.27, "end": 987.69, "word": " الكلام", "probability": 0.9684244791666666}, {"start": 987.69, "end": 988.15, "word": " كويس", "probability": 0.9046223958333334}, {"start": 988.15, "end": 988.37, "word": " انكوا", "probability": 0.6773274739583334}, {"start": 988.37, "end": 988.73, "word": " ترجعوا", "probability": 0.9412841796875}, {"start": 988.73, "end": 989.11, "word": " تعيدوه", "probability": 0.795654296875}, {"start": 989.11, "end": 989.59, "word": " اتكملوا", "probability": 0.9134765625}, {"start": 989.59, "end": 989.75, "word": " باقى", "probability": 0.7835693359375}, {"start": 989.75, "end": 990.09, "word": " الأرقام", "probability": 0.9698486328125}, {"start": 990.09, "end": 990.45, "word": " ترجعوا", "probability": 0.9110107421875}, {"start": 990.45, "end": 990.83, "word": " تعيدوها", "probability": 0.9759521484375}, {"start": 990.83, "end": 991.23, "word": " ممكن", "probability": 0.97607421875}, {"start": 991.23, "end": 991.37, "word": " على", "probability": 0.841796875}, {"start": 991.37, "end": 991.57, "word": " فكرة", "probability": 0.9752604166666666}, {"start": 991.57, "end": 991.99, "word": " تعملوها", "probability": 0.96494140625}, {"start": 991.99, "end": 992.19, "word": " ملف", "probability": 0.98095703125}, {"start": 992.19, "end": 992.57, "word": " اكسل", "probability": 0.7923583984375}, {"start": 992.57, "end": 992.97, "word": " وتخلوه", "probability": 0.83310546875}, {"start": 992.97, "end": 993.29, "word": " لحالي", "probability": 0.69927978515625}, {"start": 993.29, "end": 993.73, "word": " تطلعلكوا", "probability": 0.8758951822916666}, {"start": 993.73, "end": 994.17, "word": " تتأكدوا", "probability": 0.936279296875}, {"start": 994.17, "end": 994.29, "word": " من", "probability": 0.986328125}, {"start": 994.29, "end": 994.67, "word": " كل", "probability": 0.9765625}, {"start": 994.67, "end": 995.31, "word": " نتائجه", "probability": 0.9853515625}, {"start": 995.31, "end": 995.83, "word": " تمام", "probability": 0.878662109375}, {"start": 995.83, "end": 996.81, "word": " فالان", "probability": 0.8193359375}], "temperature": 1.0}, {"id": 45, "seek": 101139, "start": 997.43, "end": 1011.39, "text": "بنعدل كمان مرة إي بوك اتنين برش برجع بدخل صفر صفر صفر واحد واحد صفر واحد واحد وبتأكد هل كله كان مافيش error لأ الحقيقة كان في error هنا في التالتة هنا كان في error", "tokens": [3555, 1863, 22488, 1211, 9122, 2304, 7649, 3714, 25720, 11933, 1829, 4724, 2407, 4117, 1975, 2655, 1863, 9957, 4724, 2288, 8592, 4724, 47341, 3615, 4724, 3215, 9778, 1211, 20328, 5172, 2288, 20328, 5172, 2288, 20328, 5172, 2288, 36764, 24401, 36764, 24401, 20328, 5172, 2288, 36764, 24401, 36764, 24401, 46599, 2655, 10721, 4117, 3215, 8032, 1211, 28242, 3224, 25961, 19446, 41185, 8592, 6713, 5296, 10721, 21542, 38436, 28671, 25961, 8978, 6713, 34105, 8978, 16712, 6027, 2655, 3660, 34105, 25961, 8978, 6713], "avg_logprob": -0.26157408584783104, "compression_ratio": 1.8972602739726028, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 997.43, "end": 998.01, "word": "بنعدل", "probability": 0.856201171875}, {"start": 998.01, "end": 998.29, "word": " كمان", "probability": 0.7747395833333334}, {"start": 998.29, "end": 998.71, "word": " مرة", "probability": 0.9892578125}, {"start": 998.71, "end": 999.13, "word": " إي", "probability": 0.484771728515625}, {"start": 999.13, "end": 999.37, "word": " بوك", "probability": 0.8470052083333334}, {"start": 999.37, "end": 999.67, "word": " اتنين", "probability": 0.771392822265625}, {"start": 999.67, "end": 1000.39, "word": " برش", "probability": 0.3288981119791667}, {"start": 1000.39, "end": 1000.73, "word": " برجع", "probability": 0.7439778645833334}, {"start": 1000.73, "end": 1001.05, "word": " بدخل", "probability": 0.7960205078125}, {"start": 1001.05, "end": 1001.31, "word": " صفر", "probability": 0.7239990234375}, {"start": 1001.31, "end": 1001.59, "word": " صفر", "probability": 0.9773763020833334}, {"start": 1001.59, "end": 1001.91, "word": " صفر", "probability": 0.87060546875}, {"start": 1001.91, "end": 1002.17, "word": " واحد", "probability": 0.97802734375}, {"start": 1002.17, "end": 1002.37, "word": " واحد", "probability": 0.968505859375}, {"start": 1002.37, "end": 1002.63, "word": " صفر", "probability": 0.8683268229166666}, {"start": 1002.63, "end": 1002.85, "word": " واحد", "probability": 0.994873046875}, {"start": 1002.85, "end": 1003.15, "word": " واحد", "probability": 0.944091796875}, {"start": 1003.15, "end": 1004.15, "word": " وبتأكد", "probability": 0.823486328125}, {"start": 1004.15, "end": 1004.71, "word": " هل", "probability": 0.92138671875}, {"start": 1004.71, "end": 1005.27, "word": " كله", "probability": 0.962890625}, {"start": 1005.27, "end": 1005.41, "word": " كان", "probability": 0.9453125}, {"start": 1005.41, "end": 1005.75, "word": " مافيش", "probability": 0.8714192708333334}, {"start": 1005.75, "end": 1006.75, "word": " error", "probability": 0.16796875}, {"start": 1006.75, "end": 1007.29, "word": " لأ", "probability": 0.76220703125}, {"start": 1007.29, "end": 1007.69, "word": " الحقيقة", "probability": 0.9788411458333334}, {"start": 1007.69, "end": 1007.85, "word": " كان", "probability": 0.955078125}, {"start": 1007.85, "end": 1007.99, "word": " في", "probability": 0.8857421875}, {"start": 1007.99, "end": 1008.23, "word": " error", "probability": 0.8701171875}, {"start": 1008.23, "end": 1008.49, "word": " هنا", "probability": 0.97607421875}, {"start": 1008.49, "end": 1009.59, "word": " في", "probability": 0.69580078125}, {"start": 1009.59, "end": 1010.39, "word": " التالتة", "probability": 0.8961181640625}, {"start": 1010.39, "end": 1010.81, "word": " هنا", "probability": 0.9755859375}, {"start": 1010.81, "end": 1011.01, "word": " كان", "probability": 0.98583984375}, {"start": 1011.01, "end": 1011.17, "word": " في", "probability": 0.9716796875}, {"start": 1011.17, "end": 1011.39, "word": " error", "probability": 0.97021484375}], "temperature": 1.0}, {"id": 46, "seek": 104223, "start": 1013.11, "end": 1042.23, "text": "فإذن ال iteration ها دي لا يعتد فيها مضطر أفتح iteration جديدة و نرجع ندخل كل ال data set تبعتنا كمان .. كمان مرة بنبدأ و بنشوف هل ال error صفر للكل؟ لأ مش صفر للكل التالتة والرابعة برضه كان فيهم قيم اللي وراها برضه التالتة كان فيها مشكلة آخر واحدة لما وصلنا ل O.1 O.1 كويت W1 تساوي W2 تساوي O.1 وجدنا أنه جربت كل", "tokens": [5172, 28814, 8848, 1863, 2423, 24784, 8032, 995, 11778, 1829, 20193, 7251, 34268, 3215, 8978, 11296, 3714, 11242, 9566, 2288, 5551, 5172, 2655, 5016, 24784, 10874, 16254, 41891, 4032, 8717, 47341, 3615, 8717, 3215, 9778, 1211, 28242, 2423, 1412, 992, 6055, 3555, 34268, 8315, 9122, 2304, 7649, 4386, 9122, 2304, 7649, 3714, 25720, 44945, 44510, 10721, 4032, 44945, 8592, 38688, 8032, 1211, 2423, 6713, 20328, 5172, 2288, 5296, 23275, 1211, 22807, 5296, 10721, 37893, 20328, 5172, 2288, 5296, 23275, 1211, 16712, 6027, 2655, 3660, 16070, 2288, 16758, 27884, 4724, 43042, 3224, 25961, 8978, 16095, 12174, 32640, 13672, 1829, 4032, 23557, 11296, 4724, 43042, 3224, 16712, 6027, 2655, 3660, 25961, 8978, 11296, 37893, 28820, 3660, 19753, 34740, 36764, 24401, 3660, 5296, 15042, 4032, 36520, 8315, 5296, 422, 13, 16, 422, 13, 16, 9122, 2407, 36081, 343, 16, 6055, 3794, 995, 45865, 343, 17, 6055, 3794, 995, 45865, 422, 13, 16, 49610, 3215, 8315, 14739, 3224, 10874, 25513, 2655, 28242], "avg_logprob": -0.158117136115548, "compression_ratio": 1.823321554770318, "no_speech_prob": 0.184326171875, "words": [{"start": 1013.1099999999999, "end": 1013.8299999999999, "word": "فإذن", "probability": 0.7540283203125}, {"start": 1013.8299999999999, "end": 1014.55, "word": " ال", "probability": 0.9716796875}, {"start": 1014.55, "end": 1014.87, "word": " iteration", "probability": 0.64892578125}, {"start": 1014.87, "end": 1015.19, "word": " ها", "probability": 0.479248046875}, {"start": 1015.19, "end": 1015.33, "word": " دي", "probability": 0.896240234375}, {"start": 1015.33, "end": 1015.57, "word": " لا", "probability": 0.7978515625}, {"start": 1015.57, "end": 1015.95, "word": " يعتد", "probability": 0.89453125}, {"start": 1015.95, "end": 1016.29, "word": " فيها", "probability": 0.990478515625}, {"start": 1016.29, "end": 1017.03, "word": " مضطر", "probability": 0.9100341796875}, {"start": 1017.03, "end": 1017.41, "word": " أفتح", "probability": 0.9344482421875}, {"start": 1017.41, "end": 1017.75, "word": " iteration", "probability": 0.84423828125}, {"start": 1017.75, "end": 1018.25, "word": " جديدة", "probability": 0.9674479166666666}, {"start": 1018.25, "end": 1018.51, "word": " و", "probability": 0.61669921875}, {"start": 1018.51, "end": 1018.77, "word": " نرجع", "probability": 0.8575846354166666}, {"start": 1018.77, "end": 1019.15, "word": " ندخل", "probability": 0.976806640625}, {"start": 1019.15, "end": 1019.59, "word": " كل", "probability": 0.970703125}, {"start": 1019.59, "end": 1019.91, "word": " ال", "probability": 0.96240234375}, {"start": 1019.91, "end": 1020.07, "word": " data", "probability": 0.841796875}, {"start": 1020.07, "end": 1020.37, "word": " set", "probability": 0.9248046875}, {"start": 1020.37, "end": 1020.77, "word": " تبعتنا", "probability": 0.8592529296875}, {"start": 1020.77, "end": 1021.09, "word": " كمان", "probability": 0.9856770833333334}, {"start": 1021.09, "end": 1021.25, "word": " ..", "probability": 0.2052001953125}, {"start": 1021.25, "end": 1021.59, "word": " كمان", "probability": 0.97998046875}, {"start": 1021.59, "end": 1021.83, "word": " مرة", "probability": 0.994140625}, {"start": 1021.83, "end": 1022.69, "word": " بنبدأ", "probability": 0.7976888020833334}, {"start": 1022.69, "end": 1022.83, "word": " و", "probability": 0.89208984375}, {"start": 1022.83, "end": 1023.29, "word": " بنشوف", "probability": 0.98583984375}, {"start": 1023.29, "end": 1023.91, "word": " هل", "probability": 0.93408203125}, {"start": 1023.91, "end": 1024.15, "word": " ال", "probability": 0.98486328125}, {"start": 1024.15, "end": 1024.45, "word": " error", "probability": 0.92236328125}, {"start": 1024.45, "end": 1025.47, "word": " صفر", "probability": 0.9705403645833334}, {"start": 1025.47, "end": 1026.21, "word": " للكل؟", "probability": 0.75}, {"start": 1026.21, "end": 1026.41, "word": " لأ", "probability": 0.945556640625}, {"start": 1026.41, "end": 1026.65, "word": " مش", "probability": 0.6962890625}, {"start": 1026.65, "end": 1026.91, "word": " صفر", "probability": 0.9864908854166666}, {"start": 1026.91, "end": 1027.25, "word": " للكل", "probability": 0.9269205729166666}, {"start": 1027.25, "end": 1027.63, "word": " التالتة", "probability": 0.898193359375}, {"start": 1027.63, "end": 1027.93, "word": " والرابعة", "probability": 0.79736328125}, {"start": 1027.93, "end": 1028.15, "word": " برضه", "probability": 0.8134765625}, {"start": 1028.15, "end": 1028.35, "word": " كان", "probability": 0.98828125}, {"start": 1028.35, "end": 1028.67, "word": " فيهم", "probability": 0.977294921875}, {"start": 1028.67, "end": 1029.35, "word": " قيم", "probability": 0.971435546875}, {"start": 1029.35, "end": 1030.29, "word": " اللي", "probability": 0.736083984375}, {"start": 1030.29, "end": 1030.75, "word": " وراها", "probability": 0.9884440104166666}, {"start": 1030.75, "end": 1031.19, "word": " برضه", "probability": 0.9638671875}, {"start": 1031.19, "end": 1031.55, "word": " التالتة", "probability": 0.966552734375}, {"start": 1031.55, "end": 1031.69, "word": " كان", "probability": 0.99072265625}, {"start": 1031.69, "end": 1031.85, "word": " فيها", "probability": 0.977783203125}, {"start": 1031.85, "end": 1032.25, "word": " مشكلة", "probability": 0.9814453125}, {"start": 1032.25, "end": 1032.93, "word": " آخر", "probability": 0.82275390625}, {"start": 1032.93, "end": 1033.33, "word": " واحدة", "probability": 0.9375}, {"start": 1033.33, "end": 1033.55, "word": " لما", "probability": 0.847412109375}, {"start": 1033.55, "end": 1034.03, "word": " وصلنا", "probability": 0.9513346354166666}, {"start": 1034.03, "end": 1034.37, "word": " ل", "probability": 0.904296875}, {"start": 1034.37, "end": 1034.55, "word": " O", "probability": 0.314453125}, {"start": 1034.55, "end": 1035.03, "word": ".1", "probability": 0.881103515625}, {"start": 1035.03, "end": 1035.29, "word": " O", "probability": 0.4423828125}, {"start": 1035.29, "end": 1036.29, "word": ".1", "probability": 0.981689453125}, {"start": 1036.29, "end": 1036.71, "word": " كويت", "probability": 0.5176595052083334}, {"start": 1036.71, "end": 1037.93, "word": " W1", "probability": 0.6728515625}, {"start": 1037.93, "end": 1038.25, "word": " تساوي", "probability": 0.73370361328125}, {"start": 1038.25, "end": 1038.85, "word": " W2", "probability": 0.9853515625}, {"start": 1038.85, "end": 1039.57, "word": " تساوي", "probability": 0.968994140625}, {"start": 1039.57, "end": 1040.01, "word": " O", "probability": 0.94873046875}, {"start": 1040.01, "end": 1040.49, "word": ".1", "probability": 0.988037109375}, {"start": 1040.49, "end": 1041.07, "word": " وجدنا", "probability": 0.9287109375}, {"start": 1041.07, "end": 1041.31, "word": " أنه", "probability": 0.7117919921875}, {"start": 1041.31, "end": 1041.81, "word": " جربت", "probability": 0.9892578125}, {"start": 1041.81, "end": 1042.23, "word": " كل", "probability": 0.98779296875}], "temperature": 1.0}, {"id": 47, "seek": 106834, "start": 1043.01, "end": 1068.35, "text": "ال inputs تبعتي بدون أي errors تمام في الحالة دي بقى جاف بنوقف و بنقول خلصنا دربنا الشبكة دربنا ال perceptron هادي أو ال neural network بشكل أساسي فهي طريقة أو هاي مثال على تعليم ال perceptron أو عملية ال learning أو عملية ال adaptation لمين ل ال weights تبعت ال perceptron", "tokens": [6027, 15743, 6055, 3555, 34268, 1829, 47525, 11536, 36632, 13603, 46811, 10943, 8978, 21542, 6027, 3660, 11778, 1829, 4724, 4587, 7578, 10874, 31845, 44945, 30543, 5172, 4032, 44945, 39648, 16490, 1211, 9381, 8315, 11778, 25513, 8315, 25124, 3555, 4117, 3660, 11778, 25513, 8315, 2423, 43276, 2044, 8032, 995, 16254, 34051, 2423, 18161, 3209, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 6156, 3224, 1829, 23032, 16572, 28671, 34051, 8032, 47302, 50113, 6027, 15844, 37279, 20292, 2304, 2423, 43276, 2044, 34051, 6225, 42213, 10632, 2423, 2539, 34051, 6225, 42213, 10632, 2423, 21549, 32767, 9957, 5296, 2423, 17443, 6055, 3555, 34268, 2423, 43276, 2044], "avg_logprob": -0.18673407476322323, "compression_ratio": 1.7659574468085106, "no_speech_prob": 0.0, "words": [{"start": 1043.01, "end": 1043.25, "word": "ال", "probability": 0.7919921875}, {"start": 1043.25, "end": 1043.61, "word": " inputs", "probability": 0.2158203125}, {"start": 1043.61, "end": 1044.19, "word": " تبعتي", "probability": 0.7052001953125}, {"start": 1044.19, "end": 1044.87, "word": " بدون", "probability": 0.98876953125}, {"start": 1044.87, "end": 1045.13, "word": " أي", "probability": 0.86376953125}, {"start": 1045.13, "end": 1045.63, "word": " errors", "probability": 0.83447265625}, {"start": 1045.63, "end": 1046.67, "word": " تمام", "probability": 0.8896484375}, {"start": 1046.67, "end": 1046.79, "word": " في", "probability": 0.58544921875}, {"start": 1046.79, "end": 1047.05, "word": " الحالة", "probability": 0.9461263020833334}, {"start": 1047.05, "end": 1047.19, "word": " دي", "probability": 0.732177734375}, {"start": 1047.19, "end": 1047.33, "word": " بقى", "probability": 0.8961588541666666}, {"start": 1047.33, "end": 1047.55, "word": " جاف", "probability": 0.489501953125}, {"start": 1047.55, "end": 1048.11, "word": " بنوقف", "probability": 0.8388671875}, {"start": 1048.11, "end": 1048.31, "word": " و", "probability": 0.61572265625}, {"start": 1048.31, "end": 1048.65, "word": " بنقول", "probability": 0.90673828125}, {"start": 1048.65, "end": 1049.65, "word": " خلصنا", "probability": 0.985107421875}, {"start": 1049.65, "end": 1050.55, "word": " دربنا", "probability": 0.8878580729166666}, {"start": 1050.55, "end": 1051.45, "word": " الشبكة", "probability": 0.98193359375}, {"start": 1051.45, "end": 1052.21, "word": " دربنا", "probability": 0.8321940104166666}, {"start": 1052.21, "end": 1052.71, "word": " ال", "probability": 0.98828125}, {"start": 1052.71, "end": 1053.21, "word": " perceptron", "probability": 0.7037353515625}, {"start": 1053.21, "end": 1053.49, "word": " هادي", "probability": 0.5918782552083334}, {"start": 1053.49, "end": 1053.69, "word": " أو", "probability": 0.73291015625}, {"start": 1053.69, "end": 1054.17, "word": " ال", "probability": 0.919921875}, {"start": 1054.17, "end": 1054.47, "word": " neural", "probability": 0.85791015625}, {"start": 1054.47, "end": 1055.19, "word": " network", "probability": 0.9638671875}, {"start": 1055.19, "end": 1055.61, "word": " بشكل", "probability": 0.9861653645833334}, {"start": 1055.61, "end": 1056.21, "word": " أساسي", "probability": 0.968017578125}, {"start": 1056.21, "end": 1056.59, "word": " فهي", "probability": 0.85595703125}, {"start": 1056.59, "end": 1056.99, "word": " طريقة", "probability": 0.99365234375}, {"start": 1056.99, "end": 1057.97, "word": " أو", "probability": 0.81884765625}, {"start": 1057.97, "end": 1058.11, "word": " هاي", "probability": 0.6513671875}, {"start": 1058.11, "end": 1058.45, "word": " مثال", "probability": 0.97607421875}, {"start": 1058.45, "end": 1058.69, "word": " على", "probability": 0.84521484375}, {"start": 1058.69, "end": 1059.71, "word": " تعليم", "probability": 0.9881184895833334}, {"start": 1059.71, "end": 1060.57, "word": " ال", "probability": 0.98974609375}, {"start": 1060.57, "end": 1061.17, "word": " perceptron", "probability": 0.8681640625}, {"start": 1061.17, "end": 1061.39, "word": " أو", "probability": 0.75244140625}, {"start": 1061.39, "end": 1061.67, "word": " عملية", "probability": 0.9873046875}, {"start": 1061.67, "end": 1061.85, "word": " ال", "probability": 0.8642578125}, {"start": 1061.85, "end": 1062.29, "word": " learning", "probability": 0.95556640625}, {"start": 1062.29, "end": 1062.85, "word": " أو", "probability": 0.88330078125}, {"start": 1062.85, "end": 1063.21, "word": " عملية", "probability": 0.9847005208333334}, {"start": 1063.21, "end": 1063.63, "word": " ال", "probability": 0.9833984375}, {"start": 1063.63, "end": 1064.75, "word": " adaptation", "probability": 0.72314453125}, {"start": 1064.75, "end": 1065.77, "word": " لمين", "probability": 0.81005859375}, {"start": 1065.77, "end": 1066.13, "word": " ل", "probability": 0.381103515625}, {"start": 1066.13, "end": 1066.87, "word": " ال", "probability": 0.876953125}, {"start": 1066.87, "end": 1067.29, "word": " weights", "probability": 0.75927734375}, {"start": 1067.29, "end": 1067.75, "word": " تبعت", "probability": 0.8826497395833334}, {"start": 1067.75, "end": 1067.87, "word": " ال", "probability": 0.90185546875}, {"start": 1067.87, "end": 1068.35, "word": " perceptron", "probability": 0.942626953125}], "temperature": 1.0}, {"id": 48, "seek": 108883, "start": 1069.2, "end": 1088.84, "text": "تمام لأن لو جينا اتطلعنا باعتبار ان هذه X1 و X2 يعني هي two dimension فانا بقدر ارسمها بشكل او باخر بنقدر نرسمها بهذا الشكل فحاجد ان الصفر صفر كانت صفر الصفر واحد كانت صفر و الواحد صفر كانت صفر لما اجي ارسم", "tokens": [39237, 10943, 5296, 33456, 45164, 10874, 1829, 8315, 1975, 2655, 9566, 1211, 3615, 8315, 4724, 995, 34268, 3555, 9640, 16472, 29538, 1783, 16, 4032, 1783, 17, 37495, 22653, 39896, 732, 10139, 6156, 7649, 995, 4724, 28543, 2288, 1975, 2288, 38251, 11296, 4724, 8592, 28820, 1975, 2407, 4724, 47283, 2288, 44945, 28543, 2288, 8717, 2288, 38251, 11296, 39627, 15730, 25124, 28820, 6156, 5016, 26108, 3215, 16472, 31767, 5172, 2288, 20328, 5172, 2288, 25961, 2655, 20328, 5172, 2288, 31767, 5172, 2288, 36764, 24401, 25961, 2655, 20328, 5172, 2288, 4032, 2423, 14407, 24401, 20328, 5172, 2288, 25961, 2655, 20328, 5172, 2288, 5296, 15042, 1975, 7435, 1829, 1975, 2288, 38251], "avg_logprob": -0.19377919892284357, "compression_ratio": 1.8534031413612566, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 1069.2, "end": 1069.58, "word": "تمام", "probability": 0.60546875}, {"start": 1069.58, "end": 1070.28, "word": " لأن", "probability": 0.373046875}, {"start": 1070.28, "end": 1070.42, "word": " لو", "probability": 0.94287109375}, {"start": 1070.42, "end": 1070.62, "word": " جينا", "probability": 0.8800455729166666}, {"start": 1070.62, "end": 1071.16, "word": " اتطلعنا", "probability": 0.8200276692708334}, {"start": 1071.16, "end": 1073.26, "word": " باعتبار", "probability": 0.97099609375}, {"start": 1073.26, "end": 1073.36, "word": " ان", "probability": 0.662109375}, {"start": 1073.36, "end": 1073.56, "word": " هذه", "probability": 0.1658935546875}, {"start": 1073.56, "end": 1073.9, "word": " X1", "probability": 0.5076904296875}, {"start": 1073.9, "end": 1073.98, "word": " و", "probability": 0.88671875}, {"start": 1073.98, "end": 1074.3, "word": " X2", "probability": 0.92919921875}, {"start": 1074.3, "end": 1074.5, "word": " يعني", "probability": 0.80029296875}, {"start": 1074.5, "end": 1074.66, "word": " هي", "probability": 0.81396484375}, {"start": 1074.66, "end": 1074.8, "word": " two", "probability": 0.8193359375}, {"start": 1074.8, "end": 1075.26, "word": " dimension", "probability": 0.72119140625}, {"start": 1075.26, "end": 1075.72, "word": " فانا", "probability": 0.93408203125}, {"start": 1075.72, "end": 1075.96, "word": " بقدر", "probability": 0.9617513020833334}, {"start": 1075.96, "end": 1076.44, "word": " ارسمها", "probability": 0.8876953125}, {"start": 1076.44, "end": 1077.04, "word": " بشكل", "probability": 0.99072265625}, {"start": 1077.04, "end": 1077.18, "word": " او", "probability": 0.85498046875}, {"start": 1077.18, "end": 1077.54, "word": " باخر", "probability": 0.8291015625}, {"start": 1077.54, "end": 1077.86, "word": " بنقدر", "probability": 0.7552897135416666}, {"start": 1077.86, "end": 1078.22, "word": " نرسمها", "probability": 0.9765625}, {"start": 1078.22, "end": 1078.46, "word": " بهذا", "probability": 0.820556640625}, {"start": 1078.46, "end": 1078.8, "word": " الشكل", "probability": 0.9931640625}, {"start": 1078.8, "end": 1079.72, "word": " فحاجد", "probability": 0.70758056640625}, {"start": 1079.72, "end": 1079.94, "word": " ان", "probability": 0.78515625}, {"start": 1079.94, "end": 1080.74, "word": " الصفر", "probability": 0.80078125}, {"start": 1080.74, "end": 1081.18, "word": " صفر", "probability": 0.9650065104166666}, {"start": 1081.18, "end": 1082.22, "word": " كانت", "probability": 0.930419921875}, {"start": 1082.22, "end": 1082.62, "word": " صفر", "probability": 0.9890950520833334}, {"start": 1082.62, "end": 1084.5, "word": " الصفر", "probability": 0.9208984375}, {"start": 1084.5, "end": 1084.98, "word": " واحد", "probability": 0.991455078125}, {"start": 1084.98, "end": 1085.54, "word": " كانت", "probability": 0.966064453125}, {"start": 1085.54, "end": 1085.9, "word": " صفر", "probability": 0.9938151041666666}, {"start": 1085.9, "end": 1086.38, "word": " و", "probability": 0.5595703125}, {"start": 1086.38, "end": 1086.7, "word": " الواحد", "probability": 0.75634765625}, {"start": 1086.7, "end": 1087.0, "word": " صفر", "probability": 0.98388671875}, {"start": 1087.0, "end": 1087.32, "word": " كانت", "probability": 0.96630859375}, {"start": 1087.32, "end": 1087.64, "word": " صفر", "probability": 0.9951171875}, {"start": 1087.64, "end": 1088.14, "word": " لما", "probability": 0.920166015625}, {"start": 1088.14, "end": 1088.4, "word": " اجي", "probability": 0.7604166666666666}, {"start": 1088.4, "end": 1088.84, "word": " ارسم", "probability": 0.9319661458333334}], "temperature": 1.0}, {"id": 49, "seek": 110373, "start": 1089.99, "end": 1103.73, "text": "الـ dimension أو عفوا ال linear تبعي الخط واللي عبارة عن كتالة هيكون معدلة الخط هذا معدلته إيش؟ يعني كيف ممكن أكتب معدلته؟ هتكون X1", "tokens": [6027, 39184, 10139, 34051, 6225, 5172, 14407, 2423, 8213, 6055, 3555, 3615, 1829, 33962, 9566, 16070, 20292, 6225, 3555, 9640, 3660, 18871, 9122, 2655, 6027, 3660, 39896, 30544, 20449, 3215, 37977, 33962, 9566, 23758, 20449, 3215, 1211, 47395, 11933, 1829, 8592, 22807, 37495, 22653, 9122, 33911, 3714, 43020, 5551, 4117, 2655, 3555, 20449, 3215, 1211, 47395, 22807, 8032, 2655, 30544, 1783, 16], "avg_logprob": -0.2614087301587302, "compression_ratio": 1.4350649350649352, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1089.99, "end": 1090.43, "word": "الـ", "probability": 0.4837646484375}, {"start": 1090.43, "end": 1091.25, "word": " dimension", "probability": 0.29638671875}, {"start": 1091.25, "end": 1091.55, "word": " أو", "probability": 0.6103515625}, {"start": 1091.55, "end": 1091.87, "word": " عفوا", "probability": 0.8151041666666666}, {"start": 1091.87, "end": 1092.25, "word": " ال", "probability": 0.59375}, {"start": 1092.25, "end": 1093.29, "word": " linear", "probability": 0.376708984375}, {"start": 1093.29, "end": 1093.77, "word": " تبعي", "probability": 0.93603515625}, {"start": 1093.77, "end": 1094.53, "word": " الخط", "probability": 0.953369140625}, {"start": 1094.53, "end": 1095.03, "word": " واللي", "probability": 0.698486328125}, {"start": 1095.03, "end": 1095.43, "word": " عبارة", "probability": 0.9833984375}, {"start": 1095.43, "end": 1095.77, "word": " عن", "probability": 0.998046875}, {"start": 1095.77, "end": 1096.59, "word": " كتالة", "probability": 0.758544921875}, {"start": 1096.59, "end": 1096.87, "word": " هيكون", "probability": 0.905517578125}, {"start": 1096.87, "end": 1097.27, "word": " معدلة", "probability": 0.8123372395833334}, {"start": 1097.27, "end": 1097.61, "word": " الخط", "probability": 0.986083984375}, {"start": 1097.61, "end": 1097.89, "word": " هذا", "probability": 0.8330078125}, {"start": 1097.89, "end": 1098.67, "word": " معدلته", "probability": 0.751983642578125}, {"start": 1098.67, "end": 1099.07, "word": " إيش؟", "probability": 0.591888427734375}, {"start": 1099.07, "end": 1099.25, "word": " يعني", "probability": 0.879638671875}, {"start": 1099.25, "end": 1099.49, "word": " كيف", "probability": 0.96630859375}, {"start": 1099.49, "end": 1099.69, "word": " ممكن", "probability": 0.982177734375}, {"start": 1099.69, "end": 1099.93, "word": " أكتب", "probability": 0.8917236328125}, {"start": 1099.93, "end": 1100.85, "word": " معدلته؟", "probability": 0.9400390625}, {"start": 1100.85, "end": 1101.99, "word": " هتكون", "probability": 0.9041341145833334}, {"start": 1101.99, "end": 1103.73, "word": " X1", "probability": 0.55029296875}], "temperature": 1.0}, {"id": 50, "seek": 112979, "start": 1105.21, "end": 1129.79, "text": "أو O.1 X1 ليش O.1 قيمة W1 النهائية plus O.1 قيمة W2 النهائية في X2 ناقص O.2 من وين نقل O.2 قيمة ثيتا تساوي صفر يعني تساوي صفر كأني بارسم فعليا هذا الخط بنرسم هذا الخط بشكل او باخر تمام", "tokens": [10721, 2407, 422, 13, 16, 1783, 16, 32239, 8592, 422, 13, 16, 12174, 32640, 3660, 343, 16, 28239, 3224, 16373, 10632, 1804, 422, 13, 16, 12174, 32640, 3660, 343, 17, 28239, 3224, 16373, 10632, 8978, 1783, 17, 8717, 995, 4587, 9381, 422, 13, 17, 9154, 4032, 9957, 8717, 4587, 1211, 422, 13, 17, 12174, 32640, 3660, 38637, 36081, 995, 6055, 3794, 995, 45865, 20328, 5172, 2288, 37495, 22653, 6055, 3794, 995, 45865, 20328, 5172, 2288, 9122, 33456, 1829, 4724, 9640, 38251, 6156, 3615, 20292, 995, 23758, 33962, 9566, 44945, 2288, 38251, 23758, 33962, 9566, 4724, 8592, 28820, 1975, 2407, 4724, 47283, 2288, 46811, 10943], "avg_logprob": -0.17440476304008848, "compression_ratio": 1.7257142857142858, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 1105.21, "end": 1105.47, "word": "أو", "probability": 0.7066650390625}, {"start": 1105.47, "end": 1105.67, "word": " O", "probability": 0.54736328125}, {"start": 1105.67, "end": 1106.27, "word": ".1", "probability": 0.8349609375}, {"start": 1106.27, "end": 1107.17, "word": " X1", "probability": 0.663330078125}, {"start": 1107.17, "end": 1107.61, "word": " ليش", "probability": 0.59808349609375}, {"start": 1107.61, "end": 1107.75, "word": " O", "probability": 0.91748046875}, {"start": 1107.75, "end": 1108.15, "word": ".1", "probability": 0.98046875}, {"start": 1108.15, "end": 1108.71, "word": " قيمة", "probability": 0.87255859375}, {"start": 1108.71, "end": 1109.21, "word": " W1", "probability": 0.873291015625}, {"start": 1109.21, "end": 1109.89, "word": " النهائية", "probability": 0.9537353515625}, {"start": 1109.89, "end": 1110.79, "word": " plus", "probability": 0.431396484375}, {"start": 1110.79, "end": 1111.31, "word": " O", "probability": 0.90625}, {"start": 1111.31, "end": 1111.83, "word": ".1", "probability": 0.985595703125}, {"start": 1111.83, "end": 1112.21, "word": " قيمة", "probability": 0.98046875}, {"start": 1112.21, "end": 1112.69, "word": " W2", "probability": 0.987548828125}, {"start": 1112.69, "end": 1113.39, "word": " النهائية", "probability": 0.9915771484375}, {"start": 1113.39, "end": 1114.03, "word": " في", "probability": 0.84423828125}, {"start": 1114.03, "end": 1114.75, "word": " X2", "probability": 0.988037109375}, {"start": 1114.75, "end": 1115.51, "word": " ناقص", "probability": 0.905029296875}, {"start": 1115.51, "end": 1115.77, "word": " O", "probability": 0.91845703125}, {"start": 1115.77, "end": 1116.19, "word": ".2", "probability": 0.9677734375}, {"start": 1116.19, "end": 1116.33, "word": " من", "probability": 0.77197265625}, {"start": 1116.33, "end": 1116.47, "word": " وين", "probability": 0.857421875}, {"start": 1116.47, "end": 1116.73, "word": " نقل", "probability": 0.6140543619791666}, {"start": 1116.73, "end": 1116.91, "word": " O", "probability": 0.91455078125}, {"start": 1116.91, "end": 1117.37, "word": ".2", "probability": 0.975830078125}, {"start": 1117.37, "end": 1118.15, "word": " قيمة", "probability": 0.9479166666666666}, {"start": 1118.15, "end": 1119.21, "word": " ثيتا", "probability": 0.6959635416666666}, {"start": 1119.21, "end": 1120.11, "word": " تساوي", "probability": 0.9512939453125}, {"start": 1120.11, "end": 1121.71, "word": " صفر", "probability": 0.9541015625}, {"start": 1121.71, "end": 1122.69, "word": " يعني", "probability": 0.60467529296875}, {"start": 1122.69, "end": 1123.01, "word": " تساوي", "probability": 0.9559326171875}, {"start": 1123.01, "end": 1123.31, "word": " صفر", "probability": 0.9842122395833334}, {"start": 1123.31, "end": 1123.65, "word": " كأني", "probability": 0.7347819010416666}, {"start": 1123.65, "end": 1124.23, "word": " بارسم", "probability": 0.7980143229166666}, {"start": 1124.23, "end": 1125.19, "word": " فعليا", "probability": 0.8779296875}, {"start": 1125.19, "end": 1125.51, "word": " هذا", "probability": 0.93896484375}, {"start": 1125.51, "end": 1125.91, "word": " الخط", "probability": 0.992919921875}, {"start": 1125.91, "end": 1126.57, "word": " بنرسم", "probability": 0.8092447916666666}, {"start": 1126.57, "end": 1127.61, "word": " هذا", "probability": 0.96875}, {"start": 1127.61, "end": 1127.87, "word": " الخط", "probability": 0.9921875}, {"start": 1127.87, "end": 1128.21, "word": " بشكل", "probability": 0.99267578125}, {"start": 1128.21, "end": 1128.49, "word": " او", "probability": 0.7366943359375}, {"start": 1128.49, "end": 1129.43, "word": " باخر", "probability": 0.79248046875}, {"start": 1129.43, "end": 1129.79, "word": " تمام", "probability": 0.9580078125}], "temperature": 1.0}, {"id": 51, "seek": 115411, "start": 1130.62, "end": 1154.12, "text": "فهذه بالنسبة لمين؟ ل ال and أو ال intersection فهجد أن الخط هذا فصل بين كل الإحداثيات اللي ناتج تبعهم صفر والإحداث الوحيد اللي ناتج تبعه المفروض واحد تمام ممكن ترجع تعيدوا نفس الكلام لمين؟ لل or ل ال or ومش غلط إذا أنتوا قاعدين", "tokens": [5172, 3224, 24192, 20666, 1863, 35457, 3660, 32767, 9957, 22807, 5296, 2423, 293, 34051, 2423, 15236, 6156, 3224, 7435, 3215, 14739, 33962, 9566, 23758, 6156, 36520, 49374, 28242, 33688, 24401, 5718, 104, 1829, 9307, 13672, 1829, 8717, 9307, 7435, 6055, 3555, 3615, 16095, 20328, 5172, 2288, 16070, 28814, 24401, 5718, 104, 2423, 2407, 5016, 25708, 13672, 1829, 8717, 9307, 7435, 6055, 3555, 3615, 3224, 9673, 5172, 32887, 11242, 36764, 24401, 46811, 10943, 3714, 43020, 6055, 47341, 3615, 6055, 3615, 25708, 14407, 8717, 36178, 2423, 28820, 10943, 32767, 9957, 22807, 24976, 420, 5296, 2423, 420, 4032, 2304, 8592, 32771, 1211, 9566, 11933, 15730, 14739, 2655, 14407, 12174, 995, 22488, 9957], "avg_logprob": -0.2555397729982029, "compression_ratio": 1.7935779816513762, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1130.62, "end": 1131.04, "word": "فهذه", "probability": 0.6842447916666666}, {"start": 1131.04, "end": 1131.4, "word": " بالنسبة", "probability": 0.9774169921875}, {"start": 1131.4, "end": 1131.94, "word": " لمين؟", "probability": 0.6670735677083334}, {"start": 1131.94, "end": 1132.08, "word": " ل", "probability": 0.60498046875}, {"start": 1132.08, "end": 1132.28, "word": " ال", "probability": 0.349365234375}, {"start": 1132.28, "end": 1132.62, "word": " and", "probability": 0.693359375}, {"start": 1132.62, "end": 1132.96, "word": " أو", "probability": 0.73291015625}, {"start": 1132.96, "end": 1133.18, "word": " ال", "probability": 0.923828125}, {"start": 1133.18, "end": 1133.74, "word": " intersection", "probability": 0.908203125}, {"start": 1133.74, "end": 1135.46, "word": " فهجد", "probability": 0.681396484375}, {"start": 1135.46, "end": 1135.58, "word": " أن", "probability": 0.38427734375}, {"start": 1135.58, "end": 1136.28, "word": " الخط", "probability": 0.80810546875}, {"start": 1136.28, "end": 1136.58, "word": " هذا", "probability": 0.60693359375}, {"start": 1136.58, "end": 1137.32, "word": " فصل", "probability": 0.79443359375}, {"start": 1137.32, "end": 1137.62, "word": " بين", "probability": 0.96728515625}, {"start": 1137.62, "end": 1139.44, "word": " كل", "probability": 0.8857421875}, {"start": 1139.44, "end": 1141.92, "word": " الإحداثيات", "probability": 0.802734375}, {"start": 1141.92, "end": 1142.18, "word": " اللي", "probability": 0.719970703125}, {"start": 1142.18, "end": 1142.66, "word": " ناتج", "probability": 0.81787109375}, {"start": 1142.66, "end": 1143.16, "word": " تبعهم", "probability": 0.78228759765625}, {"start": 1143.16, "end": 1143.74, "word": " صفر", "probability": 0.8707682291666666}, {"start": 1143.74, "end": 1145.04, "word": " والإحداث", "probability": 0.86474609375}, {"start": 1145.04, "end": 1145.36, "word": " الوحيد", "probability": 0.922607421875}, {"start": 1145.36, "end": 1145.48, "word": " اللي", "probability": 0.9736328125}, {"start": 1145.48, "end": 1145.8, "word": " ناتج", "probability": 0.9820963541666666}, {"start": 1145.8, "end": 1146.08, "word": " تبعه", "probability": 0.81927490234375}, {"start": 1146.08, "end": 1146.44, "word": " المفروض", "probability": 0.929443359375}, {"start": 1146.44, "end": 1146.84, "word": " واحد", "probability": 0.9794921875}, {"start": 1146.84, "end": 1147.58, "word": " تمام", "probability": 0.786376953125}, {"start": 1147.58, "end": 1148.2, "word": " ممكن", "probability": 0.806396484375}, {"start": 1148.2, "end": 1148.54, "word": " ترجع", "probability": 0.8972981770833334}, {"start": 1148.54, "end": 1148.86, "word": " تعيدوا", "probability": 0.65887451171875}, {"start": 1148.86, "end": 1149.04, "word": " نفس", "probability": 0.9931640625}, {"start": 1149.04, "end": 1149.42, "word": " الكلام", "probability": 0.9586588541666666}, {"start": 1149.42, "end": 1150.36, "word": " لمين؟", "probability": 0.8068033854166666}, {"start": 1150.36, "end": 1150.5, "word": " لل", "probability": 0.73095703125}, {"start": 1150.5, "end": 1150.82, "word": " or", "probability": 0.841796875}, {"start": 1150.82, "end": 1151.56, "word": " ل", "probability": 0.19384765625}, {"start": 1151.56, "end": 1152.14, "word": " ال", "probability": 0.87353515625}, {"start": 1152.14, "end": 1152.4, "word": " or", "probability": 0.94921875}, {"start": 1152.4, "end": 1152.82, "word": " ومش", "probability": 0.8974609375}, {"start": 1152.82, "end": 1153.16, "word": " غلط", "probability": 0.9899088541666666}, {"start": 1153.16, "end": 1153.62, "word": " إذا", "probability": 0.53765869140625}, {"start": 1153.62, "end": 1153.8, "word": " أنتوا", "probability": 0.6329752604166666}, {"start": 1153.8, "end": 1154.12, "word": " قاعدين", "probability": 0.8812255859375}], "temperature": 1.0}, {"id": 52, "seek": 118104, "start": 1154.84, "end": 1181.04, "text": "في البيت ممكن تعملوها على ملف اكسل او ماعليش يعني كلها ربع ساعة زمن تشتغلوها كلها برضه زي هيك هتكون تلاتة اربع iterations a box عفوا تلاتة اربع a box و اتجربوها مثلا لل or فهتجدوا ان الناتج النهائي هيطلع بهذا الشكل خط بهذا الشكل هيفصل الحالة الوحيدة اللي تطلع لصفر مع التلت حالات اللي هتطلع once السؤال ماذا عن ال X or", "tokens": [41185, 2423, 21292, 2655, 3714, 43020, 6055, 25957, 1211, 2407, 11296, 15844, 3714, 46538, 1975, 4117, 3794, 1211, 1975, 2407, 19446, 3615, 20292, 8592, 37495, 22653, 28242, 11296, 12602, 3555, 3615, 8608, 995, 27884, 30767, 27842, 6055, 8592, 2655, 17082, 1211, 2407, 11296, 28242, 11296, 4724, 43042, 3224, 30767, 1829, 39896, 4117, 8032, 2655, 30544, 6055, 1211, 9307, 3660, 1975, 25513, 3615, 36540, 257, 2424, 6225, 5172, 14407, 6055, 1211, 9307, 3660, 1975, 25513, 3615, 257, 2424, 4032, 1975, 2655, 7435, 25513, 2407, 11296, 50113, 15040, 24976, 420, 6156, 3224, 2655, 7435, 3215, 14407, 16472, 28239, 9307, 7435, 28239, 3224, 16373, 1829, 8032, 1829, 9566, 1211, 3615, 39627, 15730, 25124, 28820, 16490, 9566, 39627, 15730, 25124, 28820, 39896, 5172, 36520, 21542, 6027, 3660, 2423, 2407, 5016, 25708, 3660, 13672, 1829, 6055, 9566, 1211, 3615, 5296, 9381, 5172, 2288, 20449, 16712, 1211, 2655, 11331, 6027, 9307, 13672, 1829, 8032, 2655, 9566, 1211, 3615, 1564, 21136, 33604, 6027, 3714, 45636, 995, 18871, 2423, 1783, 420], "avg_logprob": -0.1817835383117199, "compression_ratio": 1.9397163120567376, "no_speech_prob": 1.430511474609375e-06, "words": [{"start": 1154.84, "end": 1155.04, "word": "في", "probability": 0.77783203125}, {"start": 1155.04, "end": 1155.24, "word": " البيت", "probability": 0.8899739583333334}, {"start": 1155.24, "end": 1155.44, "word": " ممكن", "probability": 0.918701171875}, {"start": 1155.44, "end": 1155.78, "word": " تعملوها", "probability": 0.8287109375}, {"start": 1155.78, "end": 1155.88, "word": " على", "probability": 0.8740234375}, {"start": 1155.88, "end": 1156.08, "word": " ملف", "probability": 0.8779296875}, {"start": 1156.08, "end": 1156.4, "word": " اكسل", "probability": 0.80853271484375}, {"start": 1156.4, "end": 1156.58, "word": " او", "probability": 0.7130126953125}, {"start": 1156.58, "end": 1157.24, "word": " ماعليش", "probability": 0.723541259765625}, {"start": 1157.24, "end": 1157.88, "word": " يعني", "probability": 0.863037109375}, {"start": 1157.88, "end": 1158.36, "word": " كلها", "probability": 0.9443359375}, {"start": 1158.36, "end": 1158.74, "word": " ربع", "probability": 0.9129231770833334}, {"start": 1158.74, "end": 1158.98, "word": " ساعة", "probability": 0.94677734375}, {"start": 1158.98, "end": 1159.28, "word": " زمن", "probability": 0.7254638671875}, {"start": 1159.28, "end": 1160.24, "word": " تشتغلوها", "probability": 0.9867466517857143}, {"start": 1160.24, "end": 1160.72, "word": " كلها", "probability": 0.873779296875}, {"start": 1160.72, "end": 1160.94, "word": " برضه", "probability": 0.8951822916666666}, {"start": 1160.94, "end": 1161.1, "word": " زي", "probability": 0.986328125}, {"start": 1161.1, "end": 1161.22, "word": " هيك", "probability": 0.835693359375}, {"start": 1161.22, "end": 1161.48, "word": " هتكون", "probability": 0.8015950520833334}, {"start": 1161.48, "end": 1161.78, "word": " تلاتة", "probability": 0.875732421875}, {"start": 1161.78, "end": 1161.96, "word": " اربع", "probability": 0.7644856770833334}, {"start": 1161.96, "end": 1162.48, "word": " iterations", "probability": 0.85595703125}, {"start": 1162.48, "end": 1164.0, "word": " a", "probability": 0.2064208984375}, {"start": 1164.0, "end": 1164.24, "word": " box", "probability": 0.9091796875}, {"start": 1164.24, "end": 1164.5, "word": " عفوا", "probability": 0.89111328125}, {"start": 1164.5, "end": 1164.82, "word": " تلاتة", "probability": 0.91015625}, {"start": 1164.82, "end": 1165.02, "word": " اربع", "probability": 0.9010416666666666}, {"start": 1165.02, "end": 1165.18, "word": " a", "probability": 0.896484375}, {"start": 1165.18, "end": 1165.42, "word": " box", "probability": 0.9189453125}, {"start": 1165.42, "end": 1165.88, "word": " و", "probability": 0.76611328125}, {"start": 1165.88, "end": 1166.46, "word": " اتجربوها", "probability": 0.86865234375}, {"start": 1166.46, "end": 1166.84, "word": " مثلا", "probability": 0.982666015625}, {"start": 1166.84, "end": 1167.22, "word": " لل", "probability": 0.405029296875}, {"start": 1167.22, "end": 1167.52, "word": " or", "probability": 0.43408203125}, {"start": 1167.52, "end": 1168.62, "word": " فهتجدوا", "probability": 0.8533528645833334}, {"start": 1168.62, "end": 1168.8, "word": " ان", "probability": 0.7880859375}, {"start": 1168.8, "end": 1169.22, "word": " الناتج", "probability": 0.6456705729166666}, {"start": 1169.22, "end": 1169.64, "word": " النهائي", "probability": 0.9515380859375}, {"start": 1169.64, "end": 1170.02, "word": " هيطلع", "probability": 0.86787109375}, {"start": 1170.02, "end": 1170.34, "word": " بهذا", "probability": 0.976318359375}, {"start": 1170.34, "end": 1170.68, "word": " الشكل", "probability": 0.990966796875}, {"start": 1170.68, "end": 1171.16, "word": " خط", "probability": 0.95849609375}, {"start": 1171.16, "end": 1171.48, "word": " بهذا", "probability": 0.982421875}, {"start": 1171.48, "end": 1171.78, "word": " الشكل", "probability": 0.989013671875}, {"start": 1171.78, "end": 1172.3, "word": " هيفصل", "probability": 0.8816731770833334}, {"start": 1172.3, "end": 1173.76, "word": " الحالة", "probability": 0.96630859375}, {"start": 1173.76, "end": 1174.28, "word": " الوحيدة", "probability": 0.97763671875}, {"start": 1174.28, "end": 1174.38, "word": " اللي", "probability": 0.762451171875}, {"start": 1174.38, "end": 1174.72, "word": " تطلع", "probability": 0.8560791015625}, {"start": 1174.72, "end": 1175.16, "word": " لصفر", "probability": 0.8193359375}, {"start": 1175.16, "end": 1175.54, "word": " مع", "probability": 0.986328125}, {"start": 1175.54, "end": 1175.88, "word": " التلت", "probability": 0.8030598958333334}, {"start": 1175.88, "end": 1176.16, "word": " حالات", "probability": 0.9339192708333334}, {"start": 1176.16, "end": 1176.26, "word": " اللي", "probability": 0.983154296875}, {"start": 1176.26, "end": 1176.74, "word": " هتطلع", "probability": 0.91826171875}, {"start": 1176.74, "end": 1177.38, "word": " once", "probability": 0.176025390625}, {"start": 1177.38, "end": 1178.72, "word": " السؤال", "probability": 0.9772135416666666}, {"start": 1178.72, "end": 1179.96, "word": " ماذا", "probability": 0.9269205729166666}, {"start": 1179.96, "end": 1180.3, "word": " عن", "probability": 0.99560546875}, {"start": 1180.3, "end": 1180.46, "word": " ال", "probability": 0.97216796875}, {"start": 1180.46, "end": 1180.74, "word": " X", "probability": 0.6201171875}, {"start": 1180.74, "end": 1181.04, "word": " or", "probability": 0.57861328125}], "temperature": 1.0}, {"id": 53, "seek": 118804, "start": 1181.94, "end": 1188.04, "text": "ماذا عن ال XOR الحقيقة خط واحد one perceptron لا يكفي", "tokens": [2304, 45636, 995, 18871, 2423, 1783, 2483, 21542, 38436, 28671, 16490, 9566, 36764, 24401, 472, 43276, 2044, 20193, 7251, 4117, 41185], "avg_logprob": -0.15704901110042224, "compression_ratio": 0.9523809523809523, "no_speech_prob": 0.0, "words": [{"start": 1181.94, "end": 1182.44, "word": "ماذا", "probability": 0.9371744791666666}, {"start": 1182.44, "end": 1182.6, "word": " عن", "probability": 0.9921875}, {"start": 1182.6, "end": 1182.92, "word": " ال", "probability": 0.892578125}, {"start": 1182.92, "end": 1183.4, "word": " XOR", "probability": 0.657958984375}, {"start": 1183.4, "end": 1184.58, "word": " الحقيقة", "probability": 0.8640950520833334}, {"start": 1184.58, "end": 1185.44, "word": " خط", "probability": 0.97607421875}, {"start": 1185.44, "end": 1186.02, "word": " واحد", "probability": 0.990478515625}, {"start": 1186.02, "end": 1186.4, "word": " one", "probability": 0.50537109375}, {"start": 1186.4, "end": 1187.06, "word": " perceptron", "probability": 0.75390625}, {"start": 1187.06, "end": 1187.48, "word": " لا", "probability": 0.71630859375}, {"start": 1187.48, "end": 1188.04, "word": " يكفي", "probability": 0.9705403645833334}], "temperature": 1.0}, {"id": 54, "seek": 121580, "start": 1189.18, "end": 1215.8, "text": "اللي احنا شايفينه خط Perceptron مش هيكفي، ليش؟ لأن انتوا في عندكم هنا حالتين ال output تبعهم واحد و حالتين ال output تبعهم Zero إذا تشابهت ال inputs فهي Zero و إذا اختلفت فهي واحد أكيد كلكم عارفين هذا الكلام، الآن أي خط بتقدروا ترسموه على ال plane هذا على X1 و X2 ولا يمكن يفصلوا ال two categories مع بعض، ليش؟ لأن هذا وهذا category", "tokens": [6027, 20292, 1975, 5016, 8315, 13412, 995, 33911, 9957, 3224, 16490, 9566, 3026, 1336, 2044, 37893, 39896, 4117, 41185, 12399, 32239, 8592, 22807, 5296, 33456, 16472, 2655, 14407, 8978, 43242, 24793, 34105, 11331, 6027, 2655, 9957, 2423, 5598, 6055, 3555, 3615, 16095, 36764, 24401, 4032, 11331, 6027, 2655, 9957, 2423, 5598, 6055, 3555, 3615, 16095, 17182, 11933, 15730, 6055, 8592, 16758, 3224, 2655, 2423, 15743, 6156, 3224, 1829, 17182, 4032, 11933, 15730, 1975, 46456, 46538, 2655, 6156, 3224, 1829, 36764, 24401, 5551, 4117, 25708, 28242, 24793, 6225, 9640, 5172, 9957, 23758, 2423, 28820, 10943, 12399, 6024, 48506, 36632, 16490, 9566, 39894, 28543, 2288, 14407, 6055, 2288, 38251, 2407, 3224, 15844, 2423, 5720, 23758, 15844, 1783, 16, 4032, 1783, 17, 49429, 7251, 43020, 7251, 5172, 36520, 14407, 2423, 732, 10479, 20449, 45030, 11242, 12399, 32239, 8592, 22807, 5296, 33456, 23758, 37037, 15730, 7719], "avg_logprob": -0.16215035506895373, "compression_ratio": 1.7946127946127945, "no_speech_prob": 1.1324882507324219e-06, "words": [{"start": 1189.18, "end": 1189.44, "word": "اللي", "probability": 0.879150390625}, {"start": 1189.44, "end": 1189.56, "word": " احنا", "probability": 0.8401692708333334}, {"start": 1189.56, "end": 1189.94, "word": " شايفينه", "probability": 0.975}, {"start": 1189.94, "end": 1190.14, "word": " خط", "probability": 0.98291015625}, {"start": 1190.14, "end": 1190.66, "word": " Perceptron", "probability": 0.7043863932291666}, {"start": 1190.66, "end": 1191.04, "word": " مش", "probability": 0.78173828125}, {"start": 1191.04, "end": 1191.84, "word": " هيكفي،", "probability": 0.690185546875}, {"start": 1191.84, "end": 1192.42, "word": " ليش؟", "probability": 0.95849609375}, {"start": 1192.42, "end": 1192.7, "word": " لأن", "probability": 0.837158203125}, {"start": 1192.7, "end": 1192.92, "word": " انتوا", "probability": 0.7770182291666666}, {"start": 1192.92, "end": 1192.98, "word": " في", "probability": 0.8984375}, {"start": 1192.98, "end": 1193.32, "word": " عندكم", "probability": 0.9296875}, {"start": 1193.32, "end": 1193.64, "word": " هنا", "probability": 0.98486328125}, {"start": 1193.64, "end": 1194.78, "word": " حالتين", "probability": 0.8763427734375}, {"start": 1194.78, "end": 1195.68, "word": " ال", "probability": 0.96337890625}, {"start": 1195.68, "end": 1195.88, "word": " output", "probability": 0.9267578125}, {"start": 1195.88, "end": 1196.32, "word": " تبعهم", "probability": 0.864501953125}, {"start": 1196.32, "end": 1196.7, "word": " واحد", "probability": 0.74169921875}, {"start": 1196.7, "end": 1196.98, "word": " و", "probability": 0.8720703125}, {"start": 1196.98, "end": 1197.38, "word": " حالتين", "probability": 0.8790283203125}, {"start": 1197.38, "end": 1197.48, "word": " ال", "probability": 0.9453125}, {"start": 1197.48, "end": 1197.66, "word": " output", "probability": 0.99169921875}, {"start": 1197.66, "end": 1198.14, "word": " تبعهم", "probability": 0.9530029296875}, {"start": 1198.14, "end": 1198.52, "word": " Zero", "probability": 0.470703125}, {"start": 1198.52, "end": 1198.96, "word": " إذا", "probability": 0.802490234375}, {"start": 1198.96, "end": 1199.48, "word": " تشابهت", "probability": 0.962109375}, {"start": 1199.48, "end": 1199.6, "word": " ال", "probability": 0.98974609375}, {"start": 1199.6, "end": 1199.9, "word": " inputs", "probability": 0.52294921875}, {"start": 1199.9, "end": 1200.22, "word": " فهي", "probability": 0.9850260416666666}, {"start": 1200.22, "end": 1200.54, "word": " Zero", "probability": 0.8759765625}, {"start": 1200.54, "end": 1200.88, "word": " و", "probability": 0.8037109375}, {"start": 1200.88, "end": 1200.98, "word": " إذا", "probability": 0.8134765625}, {"start": 1200.98, "end": 1201.48, "word": " اختلفت", "probability": 0.9405517578125}, {"start": 1201.48, "end": 1201.94, "word": " فهي", "probability": 0.9827473958333334}, {"start": 1201.94, "end": 1203.0, "word": " واحد", "probability": 0.97900390625}, {"start": 1203.0, "end": 1203.5, "word": " أكيد", "probability": 0.807373046875}, {"start": 1203.5, "end": 1203.76, "word": " كلكم", "probability": 0.590576171875}, {"start": 1203.76, "end": 1203.98, "word": " عارفين", "probability": 0.99072265625}, {"start": 1203.98, "end": 1204.14, "word": " هذا", "probability": 0.9775390625}, {"start": 1204.14, "end": 1204.84, "word": " الكلام،", "probability": 0.9051513671875}, {"start": 1204.84, "end": 1205.16, "word": " الآن", "probability": 0.82373046875}, {"start": 1205.16, "end": 1205.86, "word": " أي", "probability": 0.74560546875}, {"start": 1205.86, "end": 1206.9, "word": " خط", "probability": 0.995361328125}, {"start": 1206.9, "end": 1207.58, "word": " بتقدروا", "probability": 0.846923828125}, {"start": 1207.58, "end": 1208.1, "word": " ترسموه", "probability": 0.95986328125}, {"start": 1208.1, "end": 1208.32, "word": " على", "probability": 0.92333984375}, {"start": 1208.32, "end": 1208.7, "word": " ال", "probability": 0.958984375}, {"start": 1208.7, "end": 1209.0, "word": " plane", "probability": 0.9033203125}, {"start": 1209.0, "end": 1209.28, "word": " هذا", "probability": 0.88671875}, {"start": 1209.28, "end": 1209.72, "word": " على", "probability": 0.85546875}, {"start": 1209.72, "end": 1210.5, "word": " X1", "probability": 0.865234375}, {"start": 1210.5, "end": 1210.58, "word": " و", "probability": 0.9755859375}, {"start": 1210.58, "end": 1211.08, "word": " X2", "probability": 0.96435546875}, {"start": 1211.08, "end": 1211.42, "word": " ولا", "probability": 0.42822265625}, {"start": 1211.42, "end": 1211.84, "word": " يمكن", "probability": 0.97509765625}, {"start": 1211.84, "end": 1212.28, "word": " يفصلوا", "probability": 0.822021484375}, {"start": 1212.28, "end": 1212.36, "word": " ال", "probability": 0.79345703125}, {"start": 1212.36, "end": 1212.48, "word": " two", "probability": 0.1905517578125}, {"start": 1212.48, "end": 1212.86, "word": " categories", "probability": 0.9736328125}, {"start": 1212.86, "end": 1213.1, "word": " مع", "probability": 0.9892578125}, {"start": 1213.1, "end": 1213.54, "word": " بعض،", "probability": 0.953125}, {"start": 1213.54, "end": 1213.86, "word": " ليش؟", "probability": 0.9661458333333334}, {"start": 1213.86, "end": 1214.02, "word": " لأن", "probability": 0.9208984375}, {"start": 1214.02, "end": 1214.48, "word": " هذا", "probability": 0.8798828125}, {"start": 1214.48, "end": 1215.38, "word": " وهذا", "probability": 0.80615234375}, {"start": 1215.38, "end": 1215.8, "word": " category", "probability": 0.6787109375}], "temperature": 1.0}, {"id": 55, "seek": 123590, "start": 1216.52, "end": 1235.9, "text": "المفروض بدي أقول مثلا a1 وهذا مع هذا category بدي أسميهم اتنين اعطيني خط بفصلة الاتنين عن بعض a1 عن a2 مش هنلاقي مش هنجد فإذا ال perceptron مناسبة للتطبيقات ال linear okay لكن", "tokens": [45340, 5172, 32887, 11242, 4724, 16254, 5551, 39648, 50113, 15040, 257, 16, 37037, 15730, 20449, 23758, 7719, 4724, 16254, 5551, 38251, 1829, 16095, 1975, 2655, 1863, 9957, 1975, 3615, 9566, 9957, 1829, 16490, 9566, 4724, 5172, 9381, 37977, 2423, 9307, 1863, 9957, 18871, 45030, 11242, 257, 16, 18871, 257, 17, 37893, 8032, 1863, 15040, 38436, 37893, 8032, 1863, 7435, 3215, 6156, 28814, 15730, 2423, 43276, 2044, 3714, 8315, 35457, 3660, 24976, 2655, 9566, 21292, 4587, 9307, 2423, 8213, 1392, 44381], "avg_logprob": -0.25443671662130474, "compression_ratio": 1.4894736842105263, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 1216.52, "end": 1216.92, "word": "المفروض", "probability": 0.98193359375}, {"start": 1216.92, "end": 1217.1, "word": " بدي", "probability": 0.478515625}, {"start": 1217.1, "end": 1217.26, "word": " أقول", "probability": 0.825927734375}, {"start": 1217.26, "end": 1217.54, "word": " مثلا", "probability": 0.898193359375}, {"start": 1217.54, "end": 1218.02, "word": " a1", "probability": 0.4742431640625}, {"start": 1218.02, "end": 1219.1, "word": " وهذا", "probability": 0.62158203125}, {"start": 1219.1, "end": 1219.8, "word": " مع", "probability": 0.9443359375}, {"start": 1219.8, "end": 1220.14, "word": " هذا", "probability": 0.92822265625}, {"start": 1220.14, "end": 1220.48, "word": " category", "probability": 0.334716796875}, {"start": 1220.48, "end": 1220.64, "word": " بدي", "probability": 0.6328125}, {"start": 1220.64, "end": 1220.98, "word": " أسميهم", "probability": 0.76202392578125}, {"start": 1220.98, "end": 1221.42, "word": " اتنين", "probability": 0.8720703125}, {"start": 1221.42, "end": 1222.56, "word": " اعطيني", "probability": 0.819482421875}, {"start": 1222.56, "end": 1223.08, "word": " خط", "probability": 0.966064453125}, {"start": 1223.08, "end": 1224.02, "word": " بفصلة", "probability": 0.72802734375}, {"start": 1224.02, "end": 1224.78, "word": " الاتنين", "probability": 0.83172607421875}, {"start": 1224.78, "end": 1224.94, "word": " عن", "probability": 0.88330078125}, {"start": 1224.94, "end": 1225.2, "word": " بعض", "probability": 0.9970703125}, {"start": 1225.2, "end": 1225.58, "word": " a1", "probability": 0.7998046875}, {"start": 1225.58, "end": 1225.72, "word": " عن", "probability": 0.82470703125}, {"start": 1225.72, "end": 1226.12, "word": " a2", "probability": 0.98779296875}, {"start": 1226.12, "end": 1227.08, "word": " مش", "probability": 0.77734375}, {"start": 1227.08, "end": 1227.5, "word": " هنلاقي", "probability": 0.66766357421875}, {"start": 1227.5, "end": 1228.56, "word": " مش", "probability": 0.62548828125}, {"start": 1228.56, "end": 1229.04, "word": " هنجد", "probability": 0.9306640625}, {"start": 1229.04, "end": 1229.78, "word": " فإذا", "probability": 0.79833984375}, {"start": 1229.78, "end": 1230.7, "word": " ال", "probability": 0.98876953125}, {"start": 1230.7, "end": 1231.3, "word": " perceptron", "probability": 0.59832763671875}, {"start": 1231.3, "end": 1233.06, "word": " مناسبة", "probability": 0.943603515625}, {"start": 1233.06, "end": 1233.72, "word": " للتطبيقات", "probability": 0.9586588541666666}, {"start": 1233.72, "end": 1233.86, "word": " ال", "probability": 0.86669921875}, {"start": 1233.86, "end": 1234.26, "word": " linear", "probability": 0.88037109375}, {"start": 1234.26, "end": 1235.04, "word": " okay", "probability": 0.6220703125}, {"start": 1235.04, "end": 1235.9, "word": " لكن", "probability": 0.85888671875}], "temperature": 1.0}, {"id": 56, "seek": 125299, "start": 1236.95, "end": 1252.99, "text": "حالة زي هذه بقدر اقول عنها nonlinear رغم انه انا محتاج خطوط خطين اكتر من خط مادام خطين صارت اكتر من ال linear واحد فهتخدنا لموضوع تاني انه خليني نتكلم عن ال multilayer neural network فال multilayer", "tokens": [5016, 6027, 3660, 30767, 1829, 29538, 4724, 28543, 2288, 1975, 39648, 18871, 11296, 2107, 28263, 12602, 17082, 2304, 16472, 3224, 1975, 8315, 3714, 33753, 26108, 16490, 9566, 2407, 9566, 16490, 9566, 9957, 1975, 4117, 2655, 2288, 9154, 16490, 9566, 3714, 18513, 10943, 16490, 9566, 9957, 20328, 9640, 2655, 1975, 4117, 2655, 2288, 9154, 2423, 8213, 36764, 24401, 6156, 3224, 2655, 9778, 3215, 8315, 32767, 2407, 11242, 45367, 6055, 7649, 1829, 16472, 3224, 16490, 1211, 9957, 1829, 8717, 2655, 4117, 19528, 18871, 2423, 2120, 388, 11167, 18161, 3209, 6156, 6027, 2120, 388, 11167], "avg_logprob": -0.191196233354589, "compression_ratio": 1.6145833333333333, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 1236.95, "end": 1237.33, "word": "حالة", "probability": 0.8668619791666666}, {"start": 1237.33, "end": 1237.43, "word": " زي", "probability": 0.699462890625}, {"start": 1237.43, "end": 1237.67, "word": " هذه", "probability": 0.82470703125}, {"start": 1237.67, "end": 1238.11, "word": " بقدر", "probability": 0.86669921875}, {"start": 1238.11, "end": 1238.27, "word": " اقول", "probability": 0.744140625}, {"start": 1238.27, "end": 1238.49, "word": " عنها", "probability": 0.9638671875}, {"start": 1238.49, "end": 1239.01, "word": " nonlinear", "probability": 0.526123046875}, {"start": 1239.01, "end": 1239.41, "word": " رغم", "probability": 0.9217122395833334}, {"start": 1239.41, "end": 1239.57, "word": " انه", "probability": 0.6494140625}, {"start": 1239.57, "end": 1239.69, "word": " انا", "probability": 0.800048828125}, {"start": 1239.69, "end": 1240.07, "word": " محتاج", "probability": 0.9840494791666666}, {"start": 1240.07, "end": 1240.45, "word": " خطوط", "probability": 0.9747314453125}, {"start": 1240.45, "end": 1240.91, "word": " خطين", "probability": 0.8580729166666666}, {"start": 1240.91, "end": 1241.29, "word": " اكتر", "probability": 0.9495849609375}, {"start": 1241.29, "end": 1241.41, "word": " من", "probability": 0.990234375}, {"start": 1241.41, "end": 1241.73, "word": " خط", "probability": 0.99169921875}, {"start": 1241.73, "end": 1242.27, "word": " مادام", "probability": 0.71435546875}, {"start": 1242.27, "end": 1242.61, "word": " خطين", "probability": 0.9637044270833334}, {"start": 1242.61, "end": 1242.91, "word": " صارت", "probability": 0.7852376302083334}, {"start": 1242.91, "end": 1243.21, "word": " اكتر", "probability": 0.981689453125}, {"start": 1243.21, "end": 1243.37, "word": " من", "probability": 0.99609375}, {"start": 1243.37, "end": 1243.55, "word": " ال", "probability": 0.319091796875}, {"start": 1243.55, "end": 1244.15, "word": " linear", "probability": 0.60791015625}, {"start": 1244.15, "end": 1244.55, "word": " واحد", "probability": 0.977783203125}, {"start": 1244.55, "end": 1246.49, "word": " فهتخدنا", "probability": 0.82470703125}, {"start": 1246.49, "end": 1247.33, "word": " لموضوع", "probability": 0.9898681640625}, {"start": 1247.33, "end": 1247.83, "word": " تاني", "probability": 0.9703776041666666}, {"start": 1247.83, "end": 1248.11, "word": " انه", "probability": 0.804443359375}, {"start": 1248.11, "end": 1248.33, "word": " خليني", "probability": 0.759033203125}, {"start": 1248.33, "end": 1248.67, "word": " نتكلم", "probability": 0.90673828125}, {"start": 1248.67, "end": 1248.85, "word": " عن", "probability": 0.986328125}, {"start": 1248.85, "end": 1248.97, "word": " ال", "probability": 0.90234375}, {"start": 1248.97, "end": 1249.71, "word": " multilayer", "probability": 0.7177734375}, {"start": 1249.71, "end": 1251.03, "word": " neural", "probability": 0.7314453125}, {"start": 1251.03, "end": 1251.61, "word": " network", "probability": 0.97509765625}, {"start": 1251.61, "end": 1252.47, "word": " فال", "probability": 0.5712890625}, {"start": 1252.47, "end": 1252.99, "word": " multilayer", "probability": 0.9228515625}], "temperature": 1.0}, {"id": 57, "seek": 126860, "start": 1254.01, "end": 1268.61, "text": "عملت لنا حل هذا الموضوع لكن عشان نصل الحل تبقى هذا الموضوع معناته بدنا نفهم الأول ايش يعني ال multilayer بدنا نفهم هذا الموضوع ايش هو موضوع ال multilayer ببساطة هي عبارة عن input layer مش مشكلة هي input layer", "tokens": [25957, 1211, 2655, 5296, 8315, 11331, 1211, 23758, 9673, 2407, 11242, 45367, 44381, 6225, 8592, 7649, 8717, 36520, 21542, 1211, 6055, 3555, 4587, 7578, 23758, 9673, 2407, 11242, 45367, 20449, 8315, 47395, 47525, 8315, 8717, 5172, 16095, 16247, 12610, 1975, 1829, 8592, 37495, 22653, 2423, 2120, 388, 11167, 47525, 8315, 8717, 5172, 16095, 23758, 9673, 2407, 11242, 45367, 1975, 1829, 8592, 31439, 3714, 2407, 11242, 45367, 2423, 2120, 388, 11167, 4724, 3555, 3794, 41193, 3660, 39896, 6225, 3555, 9640, 3660, 18871, 4846, 4583, 37893, 37893, 28820, 3660, 39896, 4846, 4583], "avg_logprob": -0.21291208627459768, "compression_ratio": 1.9039548022598871, "no_speech_prob": 0.0, "words": [{"start": 1254.01, "end": 1254.43, "word": "عملت", "probability": 0.75}, {"start": 1254.43, "end": 1254.61, "word": " لنا", "probability": 0.7607421875}, {"start": 1254.61, "end": 1254.85, "word": " حل", "probability": 0.977294921875}, {"start": 1254.85, "end": 1255.09, "word": " هذا", "probability": 0.399169921875}, {"start": 1255.09, "end": 1255.65, "word": " الموضوع", "probability": 0.9984130859375}, {"start": 1255.65, "end": 1256.15, "word": " لكن", "probability": 0.63427734375}, {"start": 1256.15, "end": 1256.69, "word": " عشان", "probability": 0.9295247395833334}, {"start": 1256.69, "end": 1257.33, "word": " نصل", "probability": 0.953369140625}, {"start": 1257.33, "end": 1257.95, "word": " الحل", "probability": 0.664306640625}, {"start": 1257.95, "end": 1258.65, "word": " تبقى", "probability": 0.8072509765625}, {"start": 1258.65, "end": 1258.87, "word": " هذا", "probability": 0.94189453125}, {"start": 1258.87, "end": 1259.27, "word": " الموضوع", "probability": 0.9974365234375}, {"start": 1259.27, "end": 1259.61, "word": " معناته", "probability": 0.6187337239583334}, {"start": 1259.61, "end": 1259.87, "word": " بدنا", "probability": 0.5587158203125}, {"start": 1259.87, "end": 1260.17, "word": " نفهم", "probability": 0.984375}, {"start": 1260.17, "end": 1260.55, "word": " الأول", "probability": 0.900146484375}, {"start": 1260.55, "end": 1260.81, "word": " ايش", "probability": 0.6827799479166666}, {"start": 1260.81, "end": 1261.03, "word": " يعني", "probability": 0.847412109375}, {"start": 1261.03, "end": 1261.15, "word": " ال", "probability": 0.681640625}, {"start": 1261.15, "end": 1261.61, "word": " multilayer", "probability": 0.712646484375}, {"start": 1261.61, "end": 1262.05, "word": " بدنا", "probability": 0.76025390625}, {"start": 1262.05, "end": 1262.29, "word": " نفهم", "probability": 0.9928385416666666}, {"start": 1262.29, "end": 1262.49, "word": " هذا", "probability": 0.80908203125}, {"start": 1262.49, "end": 1262.85, "word": " الموضوع", "probability": 0.9969482421875}, {"start": 1262.85, "end": 1263.03, "word": " ايش", "probability": 0.7405598958333334}, {"start": 1263.03, "end": 1263.25, "word": " هو", "probability": 0.97509765625}, {"start": 1263.25, "end": 1263.73, "word": " موضوع", "probability": 0.86395263671875}, {"start": 1263.73, "end": 1263.81, "word": " ال", "probability": 0.7958984375}, {"start": 1263.81, "end": 1264.17, "word": " multilayer", "probability": 0.927734375}, {"start": 1264.17, "end": 1265.09, "word": " ببساطة", "probability": 0.962109375}, {"start": 1265.09, "end": 1265.83, "word": " هي", "probability": 0.68310546875}, {"start": 1265.83, "end": 1266.11, "word": " عبارة", "probability": 0.9967041015625}, {"start": 1266.11, "end": 1266.27, "word": " عن", "probability": 0.98876953125}, {"start": 1266.27, "end": 1266.53, "word": " input", "probability": 0.7998046875}, {"start": 1266.53, "end": 1266.85, "word": " layer", "probability": 0.93701171875}, {"start": 1266.85, "end": 1267.47, "word": " مش", "probability": 0.363525390625}, {"start": 1267.47, "end": 1267.91, "word": " مشكلة", "probability": 0.9876302083333334}, {"start": 1267.91, "end": 1268.03, "word": " هي", "probability": 0.6513671875}, {"start": 1268.03, "end": 1268.29, "word": " input", "probability": 0.689453125}, {"start": 1268.29, "end": 1268.61, "word": " layer", "probability": 0.94189453125}], "temperature": 1.0}, {"id": 58, "seek": 128602, "start": 1269.42, "end": 1286.02, "text": "و output layer برضه هذا الناتج ال output layer النهائي هنا كنا نستخدم one perceptron هي ال output و خلاص هي ال output و بناخدله input و انتهى الناتج تبع ال neuron هذه هو النهائي خلصنا لكن الآن بنحط بين ال input و ال output بنحط hidden layers", "tokens": [2407, 5598, 4583, 4724, 43042, 3224, 23758, 28239, 9307, 7435, 2423, 5598, 4583, 28239, 3224, 16373, 1829, 34105, 9122, 8315, 8717, 14851, 9778, 40448, 472, 43276, 2044, 39896, 2423, 5598, 4032, 16490, 1211, 33546, 39896, 2423, 5598, 4032, 44945, 47283, 3215, 43761, 4846, 4032, 16472, 47395, 7578, 28239, 9307, 7435, 6055, 3555, 3615, 2423, 34090, 8032, 8848, 3224, 31439, 28239, 3224, 16373, 1829, 16490, 1211, 9381, 8315, 44381, 6024, 48506, 44945, 5016, 9566, 49374, 2423, 4846, 4032, 2423, 5598, 44945, 5016, 9566, 7633, 7914], "avg_logprob": -0.20827205952476052, "compression_ratio": 1.9135135135135135, "no_speech_prob": 0.0, "words": [{"start": 1269.42, "end": 1269.66, "word": "و", "probability": 0.58154296875}, {"start": 1269.66, "end": 1269.88, "word": " output", "probability": 0.91455078125}, {"start": 1269.88, "end": 1270.32, "word": " layer", "probability": 0.810546875}, {"start": 1270.32, "end": 1271.08, "word": " برضه", "probability": 0.8362630208333334}, {"start": 1271.08, "end": 1271.52, "word": " هذا", "probability": 0.732421875}, {"start": 1271.52, "end": 1271.84, "word": " الناتج", "probability": 0.6964518229166666}, {"start": 1271.84, "end": 1271.94, "word": " ال", "probability": 0.318115234375}, {"start": 1271.94, "end": 1272.16, "word": " output", "probability": 0.7578125}, {"start": 1272.16, "end": 1272.42, "word": " layer", "probability": 0.48486328125}, {"start": 1272.42, "end": 1272.86, "word": " النهائي", "probability": 0.9571533203125}, {"start": 1272.86, "end": 1273.5, "word": " هنا", "probability": 0.77978515625}, {"start": 1273.5, "end": 1273.7, "word": " كنا", "probability": 0.982666015625}, {"start": 1273.7, "end": 1274.04, "word": " نستخدم", "probability": 0.904052734375}, {"start": 1274.04, "end": 1274.18, "word": " one", "probability": 0.7138671875}, {"start": 1274.18, "end": 1274.66, "word": " perceptron", "probability": 0.8837890625}, {"start": 1274.66, "end": 1274.78, "word": " هي", "probability": 0.685546875}, {"start": 1274.78, "end": 1274.88, "word": " ال", "probability": 0.580078125}, {"start": 1274.88, "end": 1275.06, "word": " output", "probability": 0.9873046875}, {"start": 1275.06, "end": 1275.18, "word": " و", "probability": 0.84521484375}, {"start": 1275.18, "end": 1275.48, "word": " خلاص", "probability": 0.912109375}, {"start": 1275.48, "end": 1275.72, "word": " هي", "probability": 0.36767578125}, {"start": 1275.72, "end": 1275.82, "word": " ال", "probability": 0.904296875}, {"start": 1275.82, "end": 1276.18, "word": " output", "probability": 0.98876953125}, {"start": 1276.18, "end": 1276.4, "word": " و", "probability": 0.78173828125}, {"start": 1276.4, "end": 1276.76, "word": " بناخدله", "probability": 0.855224609375}, {"start": 1276.76, "end": 1277.0, "word": " input", "probability": 0.98583984375}, {"start": 1277.0, "end": 1277.12, "word": " و", "probability": 0.9453125}, {"start": 1277.12, "end": 1277.5, "word": " انتهى", "probability": 0.8855794270833334}, {"start": 1277.5, "end": 1278.3, "word": " الناتج", "probability": 0.8439127604166666}, {"start": 1278.3, "end": 1278.52, "word": " تبع", "probability": 0.8009440104166666}, {"start": 1278.52, "end": 1278.62, "word": " ال", "probability": 0.787109375}, {"start": 1278.62, "end": 1278.86, "word": " neuron", "probability": 0.86572265625}, {"start": 1278.86, "end": 1279.1, "word": " هذه", "probability": 0.482666015625}, {"start": 1279.1, "end": 1279.22, "word": " هو", "probability": 0.7333984375}, {"start": 1279.22, "end": 1279.72, "word": " النهائي", "probability": 0.9716796875}, {"start": 1279.72, "end": 1280.34, "word": " خلصنا", "probability": 0.9752197265625}, {"start": 1280.34, "end": 1280.98, "word": " لكن", "probability": 0.80419921875}, {"start": 1280.98, "end": 1281.26, "word": " الآن", "probability": 0.656982421875}, {"start": 1281.26, "end": 1281.82, "word": " بنحط", "probability": 0.9558919270833334}, {"start": 1281.82, "end": 1282.28, "word": " بين", "probability": 0.9931640625}, {"start": 1282.28, "end": 1282.46, "word": " ال", "probability": 0.9365234375}, {"start": 1282.46, "end": 1282.86, "word": " input", "probability": 0.97802734375}, {"start": 1282.86, "end": 1283.3, "word": " و", "probability": 0.8818359375}, {"start": 1283.3, "end": 1283.46, "word": " ال", "probability": 0.89111328125}, {"start": 1283.46, "end": 1283.96, "word": " output", "probability": 0.98193359375}, {"start": 1283.96, "end": 1284.62, "word": " بنحط", "probability": 0.9098307291666666}, {"start": 1284.62, "end": 1285.32, "word": " hidden", "probability": 0.92236328125}, {"start": 1285.32, "end": 1286.02, "word": " layers", "probability": 0.9541015625}], "temperature": 1.0}, {"id": 59, "seek": 131213, "start": 1288.13, "end": 1312.13, "text": "الـ hidden layers هذه ببساطة هي مجموعة للـ neurons اللي بعد المستقبلات تبعتنا، يعني لما بتتكلم عن العين، كل ما بعد العصب البصري، هي hidden layers صارت، العصب البصري هو اللي بيحول الصورة لإشارة، رقم إشارة كهربائية، بتبدأ تنتقل في الـ hidden layers", "tokens": [6027, 39184, 7633, 7914, 29538, 4724, 3555, 3794, 41193, 3660, 39896, 3714, 7435, 2304, 2407, 27884, 24976, 39184, 22027, 13672, 1829, 39182, 9673, 14851, 4587, 36150, 9307, 6055, 3555, 34268, 8315, 12399, 37495, 22653, 5296, 15042, 39894, 2655, 4117, 19528, 18871, 18863, 9957, 12399, 28242, 19446, 39182, 18863, 9381, 3555, 29739, 9381, 16572, 12399, 39896, 7633, 7914, 20328, 9640, 2655, 12399, 18863, 9381, 3555, 29739, 9381, 16572, 31439, 13672, 1829, 4724, 1829, 5016, 12610, 31767, 13063, 3660, 5296, 28814, 8592, 9640, 3660, 12399, 12602, 4587, 2304, 11933, 8592, 9640, 3660, 9122, 3224, 25513, 16373, 10632, 12399, 39894, 44510, 10721, 6055, 29399, 4587, 1211, 8978, 2423, 39184, 7633, 7914], "avg_logprob": -0.15481651376146788, "compression_ratio": 1.8333333333333333, "no_speech_prob": 0.0, "words": [{"start": 1288.13, "end": 1288.59, "word": "الـ", "probability": 0.94970703125}, {"start": 1288.59, "end": 1288.75, "word": " hidden", "probability": 0.15087890625}, {"start": 1288.75, "end": 1289.01, "word": " layers", "probability": 0.89697265625}, {"start": 1289.01, "end": 1289.31, "word": " هذه", "probability": 0.46337890625}, {"start": 1289.31, "end": 1289.97, "word": " ببساطة", "probability": 0.98681640625}, {"start": 1289.97, "end": 1290.61, "word": " هي", "probability": 0.82763671875}, {"start": 1290.61, "end": 1291.31, "word": " مجموعة", "probability": 0.9736328125}, {"start": 1291.31, "end": 1292.19, "word": " للـ", "probability": 0.579833984375}, {"start": 1292.19, "end": 1292.99, "word": " neurons", "probability": 0.7314453125}, {"start": 1292.99, "end": 1293.89, "word": " اللي", "probability": 0.734375}, {"start": 1293.89, "end": 1294.39, "word": " بعد", "probability": 0.8134765625}, {"start": 1294.39, "end": 1295.31, "word": " المستقبلات", "probability": 0.879345703125}, {"start": 1295.31, "end": 1296.19, "word": " تبعتنا،", "probability": 0.86259765625}, {"start": 1296.19, "end": 1296.31, "word": " يعني", "probability": 0.945068359375}, {"start": 1296.31, "end": 1296.41, "word": " لما", "probability": 0.5751953125}, {"start": 1296.41, "end": 1296.63, "word": " بتتكلم", "probability": 0.7620849609375}, {"start": 1296.63, "end": 1296.79, "word": " عن", "probability": 0.984375}, {"start": 1296.79, "end": 1297.63, "word": " العين،", "probability": 0.9029947916666666}, {"start": 1297.63, "end": 1297.81, "word": " كل", "probability": 0.95068359375}, {"start": 1297.81, "end": 1298.17, "word": " ما", "probability": 0.96435546875}, {"start": 1298.17, "end": 1299.07, "word": " بعد", "probability": 0.95166015625}, {"start": 1299.07, "end": 1300.73, "word": " العصب", "probability": 0.9853515625}, {"start": 1300.73, "end": 1301.79, "word": " البصري،", "probability": 0.8707275390625}, {"start": 1301.79, "end": 1301.97, "word": " هي", "probability": 0.9140625}, {"start": 1301.97, "end": 1302.57, "word": " hidden", "probability": 0.7626953125}, {"start": 1302.57, "end": 1302.85, "word": " layers", "probability": 0.79296875}, {"start": 1302.85, "end": 1304.29, "word": " صارت،", "probability": 0.8663330078125}, {"start": 1304.29, "end": 1304.61, "word": " العصب", "probability": 0.9951171875}, {"start": 1304.61, "end": 1304.97, "word": " البصري", "probability": 0.99609375}, {"start": 1304.97, "end": 1305.13, "word": " هو", "probability": 0.9931640625}, {"start": 1305.13, "end": 1305.25, "word": " اللي", "probability": 0.97998046875}, {"start": 1305.25, "end": 1305.67, "word": " بيحول", "probability": 0.9486083984375}, {"start": 1305.67, "end": 1306.73, "word": " الصورة", "probability": 0.9876302083333334}, {"start": 1306.73, "end": 1307.55, "word": " لإشارة،", "probability": 0.8780924479166666}, {"start": 1307.55, "end": 1307.75, "word": " رقم", "probability": 0.72314453125}, {"start": 1307.75, "end": 1308.55, "word": " إشارة", "probability": 0.9656982421875}, {"start": 1308.55, "end": 1310.01, "word": " كهربائية،", "probability": 0.9523111979166666}, {"start": 1310.01, "end": 1310.47, "word": " بتبدأ", "probability": 0.9423828125}, {"start": 1310.47, "end": 1311.21, "word": " تنتقل", "probability": 0.98388671875}, {"start": 1311.21, "end": 1311.57, "word": " في", "probability": 0.95947265625}, {"start": 1311.57, "end": 1311.67, "word": " الـ", "probability": 0.937744140625}, {"start": 1311.67, "end": 1311.81, "word": " hidden", "probability": 0.6982421875}, {"start": 1311.81, "end": 1312.13, "word": " layers", "probability": 0.97802734375}], "temperature": 1.0}, {"id": 60, "seek": 133753, "start": 1313.01, "end": 1337.53, "text": "عادتهم طبعا بالملايين، زي ما توقفنا المرة اللي فاتت أخدنا الأرقام، أعداد بتكون بالملايين، ولكن كيف ممكن أعمل model لهذا الكلام؟ فعلى الأقل، بده يكون في عندي one middle أو hidden layer، بدنا يكون فيه طبقة في النص أو أكثر، أو أكثر، بدها تكون hidden between them، فهتكون كتالي، هكون ال input هنا موجود، هاي مجموعة ال inputs،", "tokens": [3615, 18513, 2655, 16095, 23032, 3555, 3615, 995, 20666, 2304, 15040, 1829, 9957, 12399, 30767, 1829, 19446, 6055, 30543, 5172, 8315, 9673, 25720, 13672, 1829, 6156, 9307, 2655, 5551, 9778, 3215, 8315, 16247, 2288, 4587, 10943, 12399, 5551, 22488, 18513, 39894, 30544, 20666, 2304, 15040, 1829, 9957, 12399, 35525, 19452, 9122, 33911, 3714, 43020, 5551, 25957, 1211, 2316, 46740, 15730, 2423, 28820, 10943, 22807, 6156, 3615, 23942, 16247, 4587, 1211, 12399, 47525, 3224, 7251, 30544, 8978, 18871, 16254, 472, 2808, 34051, 7633, 4583, 12399, 47525, 8315, 7251, 30544, 8978, 3224, 23032, 3555, 28671, 8978, 28239, 9381, 34051, 5551, 4117, 49115, 12399, 34051, 5551, 4117, 49115, 12399, 47525, 11296, 6055, 30544, 7633, 1296, 552, 12399, 6156, 3224, 2655, 30544, 9122, 2655, 6027, 1829, 12399, 8032, 30544, 2423, 4846, 34105, 3714, 29245, 23328, 12399, 8032, 47302, 3714, 7435, 2304, 2407, 27884, 2423, 15743, 12399], "avg_logprob": -0.17285839515132503, "compression_ratio": 1.8472222222222223, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 1313.01, "end": 1313.43, "word": "عادتهم", "probability": 0.78955078125}, {"start": 1313.43, "end": 1313.75, "word": " طبعا", "probability": 0.77215576171875}, {"start": 1313.75, "end": 1315.09, "word": " بالملايين،", "probability": 0.8297526041666666}, {"start": 1315.09, "end": 1315.21, "word": " زي", "probability": 0.8984375}, {"start": 1315.21, "end": 1315.29, "word": " ما", "probability": 0.91259765625}, {"start": 1315.29, "end": 1315.95, "word": " توقفنا", "probability": 0.5545654296875}, {"start": 1315.95, "end": 1316.19, "word": " المرة", "probability": 0.7451171875}, {"start": 1316.19, "end": 1316.31, "word": " اللي", "probability": 0.870849609375}, {"start": 1316.31, "end": 1316.55, "word": " فاتت", "probability": 0.76318359375}, {"start": 1316.55, "end": 1316.89, "word": " أخدنا", "probability": 0.826171875}, {"start": 1316.89, "end": 1317.61, "word": " الأرقام،", "probability": 0.9595703125}, {"start": 1317.61, "end": 1317.91, "word": " أعداد", "probability": 0.9111328125}, {"start": 1317.91, "end": 1318.27, "word": " بتكون", "probability": 0.934326171875}, {"start": 1318.27, "end": 1319.49, "word": " بالملايين،", "probability": 0.9417317708333334}, {"start": 1319.49, "end": 1320.11, "word": " ولكن", "probability": 0.91455078125}, {"start": 1320.11, "end": 1321.19, "word": " كيف", "probability": 0.899169921875}, {"start": 1321.19, "end": 1321.41, "word": " ممكن", "probability": 0.98486328125}, {"start": 1321.41, "end": 1321.69, "word": " أعمل", "probability": 0.8883463541666666}, {"start": 1321.69, "end": 1321.99, "word": " model", "probability": 0.7119140625}, {"start": 1321.99, "end": 1322.31, "word": " لهذا", "probability": 0.8212890625}, {"start": 1322.31, "end": 1322.95, "word": " الكلام؟", "probability": 0.916259765625}, {"start": 1322.95, "end": 1323.21, "word": " فعلى", "probability": 0.9124348958333334}, {"start": 1323.21, "end": 1323.61, "word": " الأقل،", "probability": 0.87890625}, {"start": 1323.61, "end": 1323.67, "word": " بده", "probability": 0.419921875}, {"start": 1323.67, "end": 1323.83, "word": " يكون", "probability": 0.981689453125}, {"start": 1323.83, "end": 1323.95, "word": " في", "probability": 0.90771484375}, {"start": 1323.95, "end": 1324.15, "word": " عندي", "probability": 0.754150390625}, {"start": 1324.15, "end": 1324.43, "word": " one", "probability": 0.87353515625}, {"start": 1324.43, "end": 1325.01, "word": " middle", "probability": 0.89892578125}, {"start": 1325.01, "end": 1325.99, "word": " أو", "probability": 0.89306640625}, {"start": 1325.99, "end": 1326.53, "word": " hidden", "probability": 0.8603515625}, {"start": 1326.53, "end": 1327.49, "word": " layer،", "probability": 0.886962890625}, {"start": 1327.49, "end": 1327.69, "word": " بدنا", "probability": 0.948974609375}, {"start": 1327.69, "end": 1327.87, "word": " يكون", "probability": 0.99072265625}, {"start": 1327.87, "end": 1328.07, "word": " فيه", "probability": 0.7259521484375}, {"start": 1328.07, "end": 1328.33, "word": " طبقة", "probability": 0.9474283854166666}, {"start": 1328.33, "end": 1328.49, "word": " في", "probability": 0.990234375}, {"start": 1328.49, "end": 1328.87, "word": " النص", "probability": 0.919921875}, {"start": 1328.87, "end": 1329.67, "word": " أو", "probability": 0.55322265625}, {"start": 1329.67, "end": 1330.47, "word": " أكثر،", "probability": 0.8863525390625}, {"start": 1330.47, "end": 1330.59, "word": " أو", "probability": 0.89794921875}, {"start": 1330.59, "end": 1331.51, "word": " أكثر،", "probability": 0.96142578125}, {"start": 1331.51, "end": 1331.67, "word": " بدها", "probability": 0.943115234375}, {"start": 1331.67, "end": 1331.93, "word": " تكون", "probability": 0.98876953125}, {"start": 1331.93, "end": 1332.27, "word": " hidden", "probability": 0.87451171875}, {"start": 1332.27, "end": 1332.83, "word": " between", "probability": 0.93212890625}, {"start": 1332.83, "end": 1333.33, "word": " them،", "probability": 0.898193359375}, {"start": 1333.33, "end": 1333.73, "word": " فهتكون", "probability": 0.9368896484375}, {"start": 1333.73, "end": 1335.03, "word": " كتالي،", "probability": 0.8732421875}, {"start": 1335.03, "end": 1335.31, "word": " هكون", "probability": 0.77490234375}, {"start": 1335.31, "end": 1335.47, "word": " ال", "probability": 0.96923828125}, {"start": 1335.47, "end": 1335.71, "word": " input", "probability": 0.89599609375}, {"start": 1335.71, "end": 1335.91, "word": " هنا", "probability": 0.95947265625}, {"start": 1335.91, "end": 1336.37, "word": " موجود،", "probability": 0.979248046875}, {"start": 1336.37, "end": 1336.45, "word": " هاي", "probability": 0.6051025390625}, {"start": 1336.45, "end": 1336.81, "word": " مجموعة", "probability": 0.96796875}, {"start": 1336.81, "end": 1336.93, "word": " ال", "probability": 0.95654296875}, {"start": 1336.93, "end": 1337.53, "word": " inputs،", "probability": 0.723876953125}], "temperature": 1.0}, {"id": 61, "seek": 136127, "start": 1339.01, "end": 1361.27, "text": "هذه ال layer نسميها input رغم ان هي فعليا اخدوها كمستقلة بتعطي لمجموعة ال inputs كاملة هذه المجموعة ال inputs هتتوزع على hidden layer, first hidden layer, second hidden layer, third hidden layer جد ما يكون يكون طب لمش نتكلم الآن في الوقت الحالي الناس بتكلموا عن ال deep learning بتكون عدادهم كتير اكبر من هي الحقيقة", "tokens": [3224, 24192, 2423, 4583, 8717, 38251, 1829, 11296, 4846, 12602, 17082, 2304, 16472, 39896, 6156, 3615, 20292, 995, 1975, 9778, 3215, 2407, 11296, 9122, 2304, 14851, 4587, 37977, 39894, 3615, 9566, 1829, 5296, 2304, 7435, 2304, 2407, 27884, 2423, 15743, 9122, 10943, 37977, 29538, 9673, 7435, 2304, 2407, 27884, 2423, 15743, 8032, 2655, 2655, 2407, 11622, 3615, 15844, 7633, 4583, 11, 700, 7633, 4583, 11, 1150, 7633, 4583, 11, 2636, 7633, 4583, 10874, 3215, 19446, 7251, 30544, 7251, 30544, 23032, 3555, 32767, 8592, 8717, 2655, 4117, 19528, 6024, 48506, 8978, 2423, 30543, 2655, 21542, 6027, 1829, 2423, 8315, 3794, 39894, 4117, 19528, 14407, 18871, 2423, 2452, 2539, 39894, 30544, 6225, 3215, 18513, 16095, 9122, 2655, 13546, 1975, 4117, 26890, 9154, 39896, 21542, 38436, 28671], "avg_logprob": -0.22500000715255739, "compression_ratio": 1.7865168539325842, "no_speech_prob": 2.682209014892578e-06, "words": [{"start": 1339.01, "end": 1339.35, "word": "هذه", "probability": 0.821533203125}, {"start": 1339.35, "end": 1339.43, "word": " ال", "probability": 0.58837890625}, {"start": 1339.43, "end": 1339.59, "word": " layer", "probability": 0.64892578125}, {"start": 1339.59, "end": 1340.19, "word": " نسميها", "probability": 0.80133056640625}, {"start": 1340.19, "end": 1340.53, "word": " input", "probability": 0.93359375}, {"start": 1340.53, "end": 1340.89, "word": " رغم", "probability": 0.83984375}, {"start": 1340.89, "end": 1341.03, "word": " ان", "probability": 0.350830078125}, {"start": 1341.03, "end": 1341.19, "word": " هي", "probability": 0.81103515625}, {"start": 1341.19, "end": 1341.61, "word": " فعليا", "probability": 0.8328857421875}, {"start": 1341.61, "end": 1342.43, "word": " اخدوها", "probability": 0.657666015625}, {"start": 1342.43, "end": 1343.93, "word": " كمستقلة", "probability": 0.843359375}, {"start": 1343.93, "end": 1344.53, "word": " بتعطي", "probability": 0.742919921875}, {"start": 1344.53, "end": 1344.93, "word": " لمجموعة", "probability": 0.8253173828125}, {"start": 1344.93, "end": 1345.03, "word": " ال", "probability": 0.87353515625}, {"start": 1345.03, "end": 1345.23, "word": " inputs", "probability": 0.6953125}, {"start": 1345.23, "end": 1345.71, "word": " كاملة", "probability": 0.9637044270833334}, {"start": 1345.71, "end": 1346.33, "word": " هذه", "probability": 0.2734375}, {"start": 1346.33, "end": 1347.03, "word": " المجموعة", "probability": 0.87841796875}, {"start": 1347.03, "end": 1347.15, "word": " ال", "probability": 0.84130859375}, {"start": 1347.15, "end": 1347.49, "word": " inputs", "probability": 0.89501953125}, {"start": 1347.49, "end": 1348.43, "word": " هتتوزع", "probability": 0.9376627604166666}, {"start": 1348.43, "end": 1349.29, "word": " على", "probability": 0.8369140625}, {"start": 1349.29, "end": 1349.79, "word": " hidden", "probability": 0.7978515625}, {"start": 1349.79, "end": 1350.13, "word": " layer,", "probability": 0.93310546875}, {"start": 1350.77, "end": 1350.99, "word": " first", "probability": 0.7314453125}, {"start": 1350.99, "end": 1351.27, "word": " hidden", "probability": 0.87646484375}, {"start": 1351.27, "end": 1351.49, "word": " layer,", "probability": 0.9423828125}, {"start": 1351.63, "end": 1351.89, "word": " second", "probability": 0.931640625}, {"start": 1351.89, "end": 1352.09, "word": " hidden", "probability": 0.8876953125}, {"start": 1352.09, "end": 1352.31, "word": " layer,", "probability": 0.935546875}, {"start": 1352.43, "end": 1352.69, "word": " third", "probability": 0.89111328125}, {"start": 1352.69, "end": 1352.97, "word": " hidden", "probability": 0.88330078125}, {"start": 1352.97, "end": 1353.25, "word": " layer", "probability": 0.93212890625}, {"start": 1353.25, "end": 1353.73, "word": " جد", "probability": 0.783935546875}, {"start": 1353.73, "end": 1353.81, "word": " ما", "probability": 0.9765625}, {"start": 1353.81, "end": 1354.01, "word": " يكون", "probability": 0.95556640625}, {"start": 1354.01, "end": 1354.27, "word": " يكون", "probability": 0.924072265625}, {"start": 1354.27, "end": 1354.57, "word": " طب", "probability": 0.853515625}, {"start": 1354.57, "end": 1354.77, "word": " لمش", "probability": 0.46990966796875}, {"start": 1354.77, "end": 1355.05, "word": " نتكلم", "probability": 0.857421875}, {"start": 1355.05, "end": 1355.41, "word": " الآن", "probability": 0.6700439453125}, {"start": 1355.41, "end": 1355.85, "word": " في", "probability": 0.84521484375}, {"start": 1355.85, "end": 1356.17, "word": " الوقت", "probability": 0.9803059895833334}, {"start": 1356.17, "end": 1356.51, "word": " الحالي", "probability": 0.9899088541666666}, {"start": 1356.51, "end": 1356.75, "word": " الناس", "probability": 0.9744466145833334}, {"start": 1356.75, "end": 1357.19, "word": " بتكلموا", "probability": 0.7919921875}, {"start": 1357.19, "end": 1357.31, "word": " عن", "probability": 0.9599609375}, {"start": 1357.31, "end": 1357.41, "word": " ال", "probability": 0.92431640625}, {"start": 1357.41, "end": 1357.69, "word": " deep", "probability": 0.95361328125}, {"start": 1357.69, "end": 1358.35, "word": " learning", "probability": 0.953125}, {"start": 1358.35, "end": 1359.17, "word": " بتكون", "probability": 0.890869140625}, {"start": 1359.17, "end": 1360.01, "word": " عدادهم", "probability": 0.8641357421875}, {"start": 1360.01, "end": 1360.27, "word": " كتير", "probability": 0.9064127604166666}, {"start": 1360.27, "end": 1360.49, "word": " اكبر", "probability": 0.9347330729166666}, {"start": 1360.49, "end": 1360.65, "word": " من", "probability": 0.994140625}, {"start": 1360.65, "end": 1360.77, "word": " هي", "probability": 0.6435546875}, {"start": 1360.77, "end": 1361.27, "word": " الحقيقة", "probability": 0.8406575520833334}], "temperature": 1.0}, {"id": 62, "seek": 138700, "start": 1362.3, "end": 1387.0, "text": "بتعتمد على التطبيق نفسه بتعتمد على التطبيق وجدش انا ممكن اعمل conversions ل ال problem اللي انا بدي احلها كل ما كانت complex more complicated problem او system اللي بدي احله معناه ذلك انهم محتاجين layers اكتر لأنه عدد ال connections و عدد ال nodes هي احد ال parameters اللي بتعتمد على ال non linearity فال non linearity بتعتمد جدش عندي neurons داخل الشبكة", "tokens": [3555, 2655, 34268, 2304, 3215, 15844, 16712, 9566, 21292, 4587, 8717, 36178, 3224, 39894, 34268, 2304, 3215, 15844, 16712, 9566, 21292, 4587, 4032, 7435, 3215, 8592, 1975, 8315, 3714, 43020, 1975, 25957, 1211, 42256, 5296, 2423, 1154, 13672, 1829, 1975, 8315, 4724, 16254, 1975, 5016, 1211, 11296, 28242, 19446, 25961, 2655, 3997, 544, 6179, 1154, 1975, 2407, 1185, 13672, 1829, 4724, 16254, 1975, 5016, 43761, 20449, 8315, 3224, 29910, 23275, 16472, 16095, 3714, 33753, 26108, 9957, 7914, 1975, 4117, 2655, 2288, 5296, 33456, 3224, 6225, 3215, 3215, 2423, 9271, 4032, 6225, 3215, 3215, 2423, 13891, 39896, 1975, 24401, 2423, 9834, 13672, 1829, 39894, 34268, 2304, 3215, 15844, 2423, 2107, 8213, 507, 6156, 6027, 2107, 8213, 507, 39894, 34268, 2304, 3215, 10874, 3215, 8592, 18871, 16254, 22027, 11778, 47283, 1211, 25124, 3555, 4117, 3660], "avg_logprob": -0.1722248072054849, "compression_ratio": 1.959409594095941, "no_speech_prob": 0.0, "words": [{"start": 1362.3000000000002, "end": 1362.92, "word": "بتعتمد", "probability": 0.8337890625}, {"start": 1362.92, "end": 1363.08, "word": " على", "probability": 0.865234375}, {"start": 1363.08, "end": 1363.58, "word": " التطبيق", "probability": 0.9708251953125}, {"start": 1363.58, "end": 1364.02, "word": " نفسه", "probability": 0.9931640625}, {"start": 1364.02, "end": 1364.58, "word": " بتعتمد", "probability": 0.807098388671875}, {"start": 1364.58, "end": 1364.68, "word": " على", "probability": 0.9140625}, {"start": 1364.68, "end": 1365.2, "word": " التطبيق", "probability": 0.98779296875}, {"start": 1365.2, "end": 1366.18, "word": " وجدش", "probability": 0.69207763671875}, {"start": 1366.18, "end": 1366.28, "word": " انا", "probability": 0.677978515625}, {"start": 1366.28, "end": 1366.5, "word": " ممكن", "probability": 0.974853515625}, {"start": 1366.5, "end": 1366.74, "word": " اعمل", "probability": 0.9554036458333334}, {"start": 1366.74, "end": 1367.32, "word": " conversions", "probability": 0.42724609375}, {"start": 1367.32, "end": 1367.6, "word": " ل", "probability": 0.8017578125}, {"start": 1367.6, "end": 1368.1, "word": " ال", "probability": 0.60546875}, {"start": 1368.1, "end": 1368.42, "word": " problem", "probability": 0.85888671875}, {"start": 1368.42, "end": 1368.6, "word": " اللي", "probability": 0.916748046875}, {"start": 1368.6, "end": 1368.74, "word": " انا", "probability": 0.80322265625}, {"start": 1368.74, "end": 1368.96, "word": " بدي", "probability": 0.787109375}, {"start": 1368.96, "end": 1369.42, "word": " احلها", "probability": 0.871826171875}, {"start": 1369.42, "end": 1369.68, "word": " كل", "probability": 0.90625}, {"start": 1369.68, "end": 1369.8, "word": " ما", "probability": 0.85009765625}, {"start": 1369.8, "end": 1370.16, "word": " كانت", "probability": 0.947265625}, {"start": 1370.16, "end": 1370.76, "word": " complex", "probability": 0.67138671875}, {"start": 1370.76, "end": 1371.1, "word": " more", "probability": 0.6865234375}, {"start": 1371.1, "end": 1371.66, "word": " complicated", "probability": 0.94921875}, {"start": 1371.66, "end": 1372.38, "word": " problem", "probability": 0.9384765625}, {"start": 1372.38, "end": 1372.66, "word": " او", "probability": 0.904541015625}, {"start": 1372.66, "end": 1372.98, "word": " system", "probability": 0.9287109375}, {"start": 1372.98, "end": 1373.1, "word": " اللي", "probability": 0.98681640625}, {"start": 1373.1, "end": 1373.24, "word": " بدي", "probability": 0.745361328125}, {"start": 1373.24, "end": 1373.56, "word": " احله", "probability": 0.8994140625}, {"start": 1373.56, "end": 1374.22, "word": " معناه", "probability": 0.7737630208333334}, {"start": 1374.22, "end": 1374.4, "word": " ذلك", "probability": 0.9599609375}, {"start": 1374.4, "end": 1374.58, "word": " انهم", "probability": 0.608154296875}, {"start": 1374.58, "end": 1375.0, "word": " محتاجين", "probability": 0.994384765625}, {"start": 1375.0, "end": 1375.26, "word": " layers", "probability": 0.5859375}, {"start": 1375.26, "end": 1375.62, "word": " اكتر", "probability": 0.9378662109375}, {"start": 1375.62, "end": 1375.92, "word": " لأنه", "probability": 0.71240234375}, {"start": 1375.92, "end": 1376.1, "word": " عدد", "probability": 0.9912109375}, {"start": 1376.1, "end": 1376.18, "word": " ال", "probability": 0.98046875}, {"start": 1376.18, "end": 1376.5, "word": " connections", "probability": 0.974609375}, {"start": 1376.5, "end": 1376.66, "word": " و", "probability": 0.9716796875}, {"start": 1376.66, "end": 1376.92, "word": " عدد", "probability": 0.8179524739583334}, {"start": 1376.92, "end": 1377.06, "word": " ال", "probability": 0.82568359375}, {"start": 1377.06, "end": 1377.36, "word": " nodes", "probability": 0.95947265625}, {"start": 1377.36, "end": 1378.3, "word": " هي", "probability": 0.8388671875}, {"start": 1378.3, "end": 1378.8, "word": " احد", "probability": 0.862548828125}, {"start": 1378.8, "end": 1378.92, "word": " ال", "probability": 0.974609375}, {"start": 1378.92, "end": 1379.38, "word": " parameters", "probability": 0.92919921875}, {"start": 1379.38, "end": 1379.58, "word": " اللي", "probability": 0.98193359375}, {"start": 1379.58, "end": 1380.0, "word": " بتعتمد", "probability": 0.9849853515625}, {"start": 1380.0, "end": 1380.22, "word": " على", "probability": 0.8916015625}, {"start": 1380.22, "end": 1380.44, "word": " ال", "probability": 0.91943359375}, {"start": 1380.44, "end": 1380.74, "word": " non", "probability": 0.8359375}, {"start": 1380.74, "end": 1382.56, "word": " linearity", "probability": 0.75341796875}, {"start": 1382.56, "end": 1382.94, "word": " فال", "probability": 0.87890625}, {"start": 1382.94, "end": 1383.06, "word": " non", "probability": 0.78271484375}, {"start": 1383.06, "end": 1383.54, "word": " linearity", "probability": 0.902587890625}, {"start": 1383.54, "end": 1383.88, "word": " بتعتمد", "probability": 0.988525390625}, {"start": 1383.88, "end": 1384.14, "word": " جدش", "probability": 0.970703125}, {"start": 1384.14, "end": 1384.42, "word": " عندي", "probability": 0.6510009765625}, {"start": 1384.42, "end": 1385.16, "word": " neurons", "probability": 0.436279296875}, {"start": 1385.16, "end": 1386.08, "word": " داخل", "probability": 0.9737955729166666}, {"start": 1386.08, "end": 1387.0, "word": " الشبكة", "probability": 0.9661865234375}], "temperature": 1.0}, {"id": 63, "seek": 140456, "start": 1388.64, "end": 1404.56, "text": "الموديل اللي جدامي فيه اتنين hidden layers، first hidden layer and second hidden layer، بعدين بيروح لل layer النهائية ال output اللي هاخد مباشرة منها ال output، مدام هاخد مباشرة منها ال output، معناته أنا جادر اجيس ايش لازم يكون ال output تبعها، مدام جادر اجيس ال output تبعها، فهي مش hidden", "tokens": [45340, 2407, 16254, 1211, 13672, 1829, 10874, 3215, 10943, 1829, 8978, 3224, 1975, 2655, 1863, 9957, 7633, 7914, 12399, 700, 7633, 4583, 293, 1150, 7633, 4583, 12399, 39182, 9957, 4724, 13546, 2407, 5016, 24976, 4583, 28239, 3224, 16373, 10632, 2423, 5598, 13672, 1829, 8032, 47283, 3215, 3714, 3555, 33599, 25720, 9154, 11296, 2423, 5598, 12399, 3714, 3215, 10943, 8032, 47283, 3215, 3714, 3555, 33599, 25720, 9154, 11296, 2423, 5598, 12399, 20449, 8315, 47395, 41850, 10874, 18513, 2288, 1975, 7435, 1829, 3794, 1975, 1829, 8592, 5296, 31377, 2304, 7251, 30544, 2423, 5598, 6055, 3555, 3615, 11296, 12399, 3714, 3215, 10943, 10874, 18513, 2288, 1975, 7435, 1829, 3794, 2423, 5598, 6055, 3555, 3615, 11296, 12399, 6156, 3224, 1829, 37893, 7633], "avg_logprob": -0.16780461809214423, "compression_ratio": 2.075117370892019, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1388.64, "end": 1389.16, "word": "الموديل", "probability": 0.68756103515625}, {"start": 1389.16, "end": 1389.24, "word": " اللي", "probability": 0.84716796875}, {"start": 1389.24, "end": 1389.64, "word": " جدامي", "probability": 0.79608154296875}, {"start": 1389.64, "end": 1389.9, "word": " فيه", "probability": 0.76171875}, {"start": 1389.9, "end": 1390.4, "word": " اتنين", "probability": 0.808837890625}, {"start": 1390.4, "end": 1390.82, "word": " hidden", "probability": 0.453857421875}, {"start": 1390.82, "end": 1391.5, "word": " layers،", "probability": 0.48577880859375}, {"start": 1391.5, "end": 1391.7, "word": " first", "probability": 0.56689453125}, {"start": 1391.7, "end": 1392.0, "word": " hidden", "probability": 0.859375}, {"start": 1392.0, "end": 1392.22, "word": " layer", "probability": 0.951171875}, {"start": 1392.22, "end": 1392.38, "word": " and", "probability": 0.599609375}, {"start": 1392.38, "end": 1392.6, "word": " second", "probability": 0.86376953125}, {"start": 1392.6, "end": 1392.82, "word": " hidden", "probability": 0.86767578125}, {"start": 1392.82, "end": 1393.04, "word": " layer،", "probability": 0.782958984375}, {"start": 1393.04, "end": 1393.32, "word": " بعدين", "probability": 0.830078125}, {"start": 1393.32, "end": 1393.62, "word": " بيروح", "probability": 0.9083251953125}, {"start": 1393.62, "end": 1393.92, "word": " لل", "probability": 0.39306640625}, {"start": 1393.92, "end": 1394.6, "word": " layer", "probability": 0.7802734375}, {"start": 1394.6, "end": 1395.06, "word": " النهائية", "probability": 0.9354248046875}, {"start": 1395.06, "end": 1395.16, "word": " ال", "probability": 0.7314453125}, {"start": 1395.16, "end": 1395.36, "word": " output", "probability": 0.9462890625}, {"start": 1395.36, "end": 1395.56, "word": " اللي", "probability": 0.9248046875}, {"start": 1395.56, "end": 1395.86, "word": " هاخد", "probability": 0.8653971354166666}, {"start": 1395.86, "end": 1396.36, "word": " مباشرة", "probability": 0.9525146484375}, {"start": 1396.36, "end": 1396.62, "word": " منها", "probability": 0.98876953125}, {"start": 1396.62, "end": 1396.68, "word": " ال", "probability": 0.9365234375}, {"start": 1396.68, "end": 1396.94, "word": " output،", "probability": 0.85498046875}, {"start": 1396.94, "end": 1397.1, "word": " مدام", "probability": 0.8253580729166666}, {"start": 1397.1, "end": 1397.44, "word": " هاخد", "probability": 0.9212239583333334}, {"start": 1397.44, "end": 1398.0, "word": " مباشرة", "probability": 0.9337158203125}, {"start": 1398.0, "end": 1398.26, "word": " منها", "probability": 0.99169921875}, {"start": 1398.26, "end": 1398.38, "word": " ال", "probability": 0.97705078125}, {"start": 1398.38, "end": 1399.02, "word": " output،", "probability": 0.772216796875}, {"start": 1399.02, "end": 1399.3, "word": " معناته", "probability": 0.931640625}, {"start": 1399.3, "end": 1399.48, "word": " أنا", "probability": 0.57080078125}, {"start": 1399.48, "end": 1399.82, "word": " جادر", "probability": 0.9384765625}, {"start": 1399.82, "end": 1400.28, "word": " اجيس", "probability": 0.8759765625}, {"start": 1400.28, "end": 1400.52, "word": " ايش", "probability": 0.7542317708333334}, {"start": 1400.52, "end": 1400.8, "word": " لازم", "probability": 0.9920247395833334}, {"start": 1400.8, "end": 1400.98, "word": " يكون", "probability": 0.983154296875}, {"start": 1400.98, "end": 1401.08, "word": " ال", "probability": 0.9619140625}, {"start": 1401.08, "end": 1401.28, "word": " output", "probability": 0.98974609375}, {"start": 1401.28, "end": 1402.1, "word": " تبعها،", "probability": 0.9013671875}, {"start": 1402.1, "end": 1402.36, "word": " مدام", "probability": 0.9619140625}, {"start": 1402.36, "end": 1402.64, "word": " جادر", "probability": 0.98388671875}, {"start": 1402.64, "end": 1402.92, "word": " اجيس", "probability": 0.9730224609375}, {"start": 1402.92, "end": 1403.0, "word": " ال", "probability": 0.986328125}, {"start": 1403.0, "end": 1403.2, "word": " output", "probability": 0.9931640625}, {"start": 1403.2, "end": 1403.9, "word": " تبعها،", "probability": 0.88125}, {"start": 1403.9, "end": 1404.14, "word": " فهي", "probability": 0.98876953125}, {"start": 1404.14, "end": 1404.32, "word": " مش", "probability": 0.97900390625}, {"start": 1404.32, "end": 1404.56, "word": " hidden", "probability": 0.888671875}], "temperature": 1.0}, {"id": 64, "seek": 142413, "start": 1405.35, "end": 1424.13, "text": "لكن ال first و ال second أنا مش عارف إيش لازم يكونوا، إيش لازم يكونوا، معناته هي خارج ال supervision اللي أنا بحكي عنها، ال supervision اللي بحكي عنها اللي هي كله تحت السيطرة supervised learning، لأ هدول أنا مش عارف بالظبط جداش، فلما بدي أعد القيامهم، بعرفش هم مال إيش لازم يكونوا", "tokens": [1211, 19452, 2423, 700, 4032, 2423, 1150, 41850, 37893, 6225, 9640, 5172, 11933, 1829, 8592, 5296, 31377, 2304, 7251, 30544, 14407, 12399, 11933, 1829, 8592, 5296, 31377, 2304, 7251, 30544, 14407, 12399, 20449, 8315, 47395, 39896, 16490, 9640, 7435, 2423, 32675, 13672, 1829, 41850, 4724, 5016, 4117, 1829, 18871, 11296, 12399, 2423, 32675, 13672, 1829, 4724, 5016, 4117, 1829, 18871, 11296, 13672, 1829, 39896, 28242, 3224, 6055, 33753, 21136, 1829, 9566, 25720, 46533, 2539, 12399, 5296, 10721, 8032, 3215, 12610, 41850, 37893, 6225, 9640, 5172, 20666, 19913, 3555, 9566, 10874, 3215, 33599, 12399, 6156, 1211, 15042, 4724, 16254, 5551, 22488, 25062, 1829, 10943, 16095, 12399, 45030, 28480, 8592, 8032, 2304, 3714, 6027, 11933, 1829, 8592, 5296, 31377, 2304, 7251, 30544, 14407], "avg_logprob": -0.16611168313710417, "compression_ratio": 1.9869565217391305, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 1405.35, "end": 1405.79, "word": "لكن", "probability": 0.834228515625}, {"start": 1405.79, "end": 1405.93, "word": " ال", "probability": 0.74072265625}, {"start": 1405.93, "end": 1406.23, "word": " first", "probability": 0.76953125}, {"start": 1406.23, "end": 1406.49, "word": " و", "probability": 0.66943359375}, {"start": 1406.49, "end": 1406.61, "word": " ال", "probability": 0.497802734375}, {"start": 1406.61, "end": 1407.03, "word": " second", "probability": 0.958984375}, {"start": 1407.03, "end": 1407.49, "word": " أنا", "probability": 0.466796875}, {"start": 1407.49, "end": 1407.63, "word": " مش", "probability": 0.9716796875}, {"start": 1407.63, "end": 1407.91, "word": " عارف", "probability": 0.9939778645833334}, {"start": 1407.91, "end": 1408.31, "word": " إيش", "probability": 0.8229166666666666}, {"start": 1408.31, "end": 1408.79, "word": " لازم", "probability": 0.9921875}, {"start": 1408.79, "end": 1409.81, "word": " يكونوا،", "probability": 0.815185546875}, {"start": 1409.81, "end": 1410.05, "word": " إيش", "probability": 0.84765625}, {"start": 1410.05, "end": 1410.25, "word": " لازم", "probability": 0.9952799479166666}, {"start": 1410.25, "end": 1410.55, "word": " يكونوا،", "probability": 0.885009765625}, {"start": 1410.55, "end": 1410.77, "word": " معناته", "probability": 0.9689127604166666}, {"start": 1410.77, "end": 1410.91, "word": " هي", "probability": 0.50048828125}, {"start": 1410.91, "end": 1411.51, "word": " خارج", "probability": 0.9933268229166666}, {"start": 1411.51, "end": 1411.63, "word": " ال", "probability": 0.78662109375}, {"start": 1411.63, "end": 1412.73, "word": " supervision", "probability": 0.7890625}, {"start": 1412.73, "end": 1412.95, "word": " اللي", "probability": 0.93798828125}, {"start": 1412.95, "end": 1413.07, "word": " أنا", "probability": 0.76708984375}, {"start": 1413.07, "end": 1413.31, "word": " بحكي", "probability": 0.79248046875}, {"start": 1413.31, "end": 1414.37, "word": " عنها،", "probability": 0.780029296875}, {"start": 1414.37, "end": 1414.87, "word": " ال", "probability": 0.93701171875}, {"start": 1414.87, "end": 1415.25, "word": " supervision", "probability": 0.87939453125}, {"start": 1415.25, "end": 1415.43, "word": " اللي", "probability": 0.9931640625}, {"start": 1415.43, "end": 1415.75, "word": " بحكي", "probability": 0.9847412109375}, {"start": 1415.75, "end": 1416.09, "word": " عنها", "probability": 0.99755859375}, {"start": 1416.09, "end": 1416.53, "word": " اللي", "probability": 0.814208984375}, {"start": 1416.53, "end": 1416.75, "word": " هي", "probability": 0.90478515625}, {"start": 1416.75, "end": 1417.17, "word": " كله", "probability": 0.896728515625}, {"start": 1417.17, "end": 1417.39, "word": " تحت", "probability": 0.996826171875}, {"start": 1417.39, "end": 1417.81, "word": " السيطرة", "probability": 0.9920654296875}, {"start": 1417.81, "end": 1418.13, "word": " supervised", "probability": 0.58544921875}, {"start": 1418.13, "end": 1419.15, "word": " learning،", "probability": 0.84326171875}, {"start": 1419.15, "end": 1419.31, "word": " لأ", "probability": 0.98193359375}, {"start": 1419.31, "end": 1419.55, "word": " هدول", "probability": 0.82275390625}, {"start": 1419.55, "end": 1419.65, "word": " أنا", "probability": 0.93798828125}, {"start": 1419.65, "end": 1419.79, "word": " مش", "probability": 0.9921875}, {"start": 1419.79, "end": 1419.99, "word": " عارف", "probability": 0.9962565104166666}, {"start": 1419.99, "end": 1420.31, "word": " بالظبط", "probability": 0.9151611328125}, {"start": 1420.31, "end": 1421.13, "word": " جداش،", "probability": 0.6771240234375}, {"start": 1421.13, "end": 1421.39, "word": " فلما", "probability": 0.9059244791666666}, {"start": 1421.39, "end": 1421.61, "word": " بدي", "probability": 0.8505859375}, {"start": 1421.61, "end": 1421.99, "word": " أعد", "probability": 0.889892578125}, {"start": 1421.99, "end": 1422.99, "word": " القيامهم،", "probability": 0.76689453125}, {"start": 1422.99, "end": 1423.27, "word": " بعرفش", "probability": 0.793212890625}, {"start": 1423.27, "end": 1423.35, "word": " هم", "probability": 0.838134765625}, {"start": 1423.35, "end": 1423.45, "word": " مال", "probability": 0.60791015625}, {"start": 1423.45, "end": 1423.55, "word": " إيش", "probability": 0.89697265625}, {"start": 1423.55, "end": 1423.77, "word": " لازم", "probability": 0.99609375}, {"start": 1423.77, "end": 1424.13, "word": " يكونوا", "probability": 0.994140625}], "temperature": 1.0}, {"id": 65, "seek": 145444, "start": 1424.86, "end": 1454.44, "text": "الوحيد اللي معلوم عندي هو النهائي فقط النهائي او ال output فقط وعشان هيك ال hidden هذه بتخفينا ال desired output تبعها عشان هيك اسمها hidden فهي ليش هي hidden لهذا السبب لهذا السبب فانا مابقدرش يعني اراقب بالظبط ايش ال input و ال output تبعونها و اقيمهم هم صح او خطأ مابقدر اعمل هذا الكلام فك behavior للشبكة ال input output behavior فقط لل input layer و output layer بس ال hidden", "tokens": [6027, 2407, 5016, 25708, 13672, 1829, 20449, 1211, 20498, 18871, 16254, 31439, 28239, 3224, 16373, 1829, 6156, 47432, 28239, 3224, 16373, 1829, 1975, 2407, 2423, 5598, 6156, 47432, 4032, 3615, 8592, 7649, 39896, 4117, 2423, 7633, 29538, 39894, 9778, 41185, 8315, 2423, 14721, 5598, 6055, 3555, 3615, 11296, 6225, 8592, 7649, 39896, 4117, 24525, 2304, 11296, 7633, 6156, 3224, 1829, 32239, 8592, 39896, 7633, 46740, 15730, 21136, 3555, 3555, 46740, 15730, 21136, 3555, 3555, 6156, 7649, 995, 3714, 16758, 28543, 2288, 8592, 37495, 22653, 1975, 23557, 4587, 3555, 20666, 19913, 3555, 9566, 1975, 1829, 8592, 2423, 4846, 4032, 2423, 5598, 6055, 3555, 3615, 11536, 11296, 4032, 1975, 38436, 2304, 16095, 8032, 2304, 20328, 5016, 1975, 2407, 16490, 9566, 10721, 3714, 16758, 28543, 2288, 1975, 25957, 1211, 23758, 2423, 28820, 10943, 6156, 4117, 5223, 24976, 8592, 3555, 4117, 3660, 2423, 4846, 5598, 5223, 6156, 47432, 24976, 4846, 4583, 4032, 5598, 4583, 4724, 3794, 2423, 7633], "avg_logprob": -0.14637097197194254, "compression_ratio": 2.070671378091873, "no_speech_prob": 0.66845703125, "words": [{"start": 1424.86, "end": 1425.42, "word": "الوحيد", "probability": 0.9156494140625}, {"start": 1425.42, "end": 1425.54, "word": " اللي", "probability": 0.6767578125}, {"start": 1425.54, "end": 1425.8, "word": " معلوم", "probability": 0.9676106770833334}, {"start": 1425.8, "end": 1426.0, "word": " عندي", "probability": 0.85009765625}, {"start": 1426.0, "end": 1426.14, "word": " هو", "probability": 0.95361328125}, {"start": 1426.14, "end": 1426.56, "word": " النهائي", "probability": 0.93212890625}, {"start": 1426.56, "end": 1426.9, "word": " فقط", "probability": 0.9765625}, {"start": 1426.9, "end": 1427.96, "word": " النهائي", "probability": 0.924072265625}, {"start": 1427.96, "end": 1428.28, "word": " او", "probability": 0.666015625}, {"start": 1428.28, "end": 1428.36, "word": " ال", "probability": 0.921875}, {"start": 1428.36, "end": 1428.56, "word": " output", "probability": 0.90478515625}, {"start": 1428.56, "end": 1428.88, "word": " فقط", "probability": 0.9853515625}, {"start": 1428.88, "end": 1429.6, "word": " وعشان", "probability": 0.8514404296875}, {"start": 1429.6, "end": 1429.9, "word": " هيك", "probability": 0.96337890625}, {"start": 1429.9, "end": 1430.34, "word": " ال", "probability": 0.9873046875}, {"start": 1430.34, "end": 1430.58, "word": " hidden", "probability": 0.87451171875}, {"start": 1430.58, "end": 1430.86, "word": " هذه", "probability": 0.6611328125}, {"start": 1430.86, "end": 1431.76, "word": " بتخفينا", "probability": 0.7833251953125}, {"start": 1431.76, "end": 1431.86, "word": " ال", "probability": 0.6318359375}, {"start": 1431.86, "end": 1432.22, "word": " desired", "probability": 0.91015625}, {"start": 1432.22, "end": 1432.6, "word": " output", "probability": 0.9912109375}, {"start": 1432.6, "end": 1433.04, "word": " تبعها", "probability": 0.918701171875}, {"start": 1433.04, "end": 1433.26, "word": " عشان", "probability": 0.9716796875}, {"start": 1433.26, "end": 1433.38, "word": " هيك", "probability": 0.970947265625}, {"start": 1433.38, "end": 1433.78, "word": " اسمها", "probability": 0.9427083333333334}, {"start": 1433.78, "end": 1434.34, "word": " hidden", "probability": 0.8740234375}, {"start": 1434.34, "end": 1435.02, "word": " فهي", "probability": 0.8776041666666666}, {"start": 1435.02, "end": 1435.6, "word": " ليش", "probability": 0.92724609375}, {"start": 1435.6, "end": 1435.86, "word": " هي", "probability": 0.931640625}, {"start": 1435.86, "end": 1436.54, "word": " hidden", "probability": 0.923828125}, {"start": 1436.54, "end": 1437.02, "word": " لهذا", "probability": 0.7149658203125}, {"start": 1437.02, "end": 1437.42, "word": " السبب", "probability": 0.9921875}, {"start": 1437.42, "end": 1438.0, "word": " لهذا", "probability": 0.7081298828125}, {"start": 1438.0, "end": 1438.88, "word": " السبب", "probability": 0.8414713541666666}, {"start": 1438.88, "end": 1439.06, "word": " فانا", "probability": 0.80126953125}, {"start": 1439.06, "end": 1439.54, "word": " مابقدرش", "probability": 0.8}, {"start": 1439.54, "end": 1440.1, "word": " يعني", "probability": 0.887451171875}, {"start": 1440.1, "end": 1441.22, "word": " اراقب", "probability": 0.9144287109375}, {"start": 1441.22, "end": 1441.64, "word": " بالظبط", "probability": 0.9727783203125}, {"start": 1441.64, "end": 1441.8, "word": " ايش", "probability": 0.81396484375}, {"start": 1441.8, "end": 1441.94, "word": " ال", "probability": 0.982421875}, {"start": 1441.94, "end": 1442.1, "word": " input", "probability": 0.970703125}, {"start": 1442.1, "end": 1442.24, "word": " و", "probability": 0.67919921875}, {"start": 1442.24, "end": 1442.26, "word": " ال", "probability": 0.5537109375}, {"start": 1442.26, "end": 1442.46, "word": " output", "probability": 0.98046875}, {"start": 1442.46, "end": 1443.08, "word": " تبعونها", "probability": 0.95302734375}, {"start": 1443.08, "end": 1443.62, "word": " و", "probability": 0.82666015625}, {"start": 1443.62, "end": 1444.5, "word": " اقيمهم", "probability": 0.7445068359375}, {"start": 1444.5, "end": 1444.68, "word": " هم", "probability": 0.620849609375}, {"start": 1444.68, "end": 1444.92, "word": " صح", "probability": 0.959228515625}, {"start": 1444.92, "end": 1445.08, "word": " او", "probability": 0.826171875}, {"start": 1445.08, "end": 1445.42, "word": " خطأ", "probability": 0.95458984375}, {"start": 1445.42, "end": 1446.08, "word": " مابقدر", "probability": 0.87451171875}, {"start": 1446.08, "end": 1446.3, "word": " اعمل", "probability": 0.9581705729166666}, {"start": 1446.3, "end": 1446.44, "word": " هذا", "probability": 0.96435546875}, {"start": 1446.44, "end": 1446.76, "word": " الكلام", "probability": 0.9736328125}, {"start": 1446.76, "end": 1447.38, "word": " فك", "probability": 0.95556640625}, {"start": 1447.38, "end": 1447.76, "word": " behavior", "probability": 0.90234375}, {"start": 1447.76, "end": 1448.7, "word": " للشبكة", "probability": 0.96806640625}, {"start": 1448.7, "end": 1448.82, "word": " ال", "probability": 0.8408203125}, {"start": 1448.82, "end": 1448.98, "word": " input", "probability": 0.97314453125}, {"start": 1448.98, "end": 1449.26, "word": " output", "probability": 0.9130859375}, {"start": 1449.26, "end": 1449.74, "word": " behavior", "probability": 0.9599609375}, {"start": 1449.74, "end": 1450.82, "word": " فقط", "probability": 0.9931640625}, {"start": 1450.82, "end": 1451.02, "word": " لل", "probability": 0.9072265625}, {"start": 1451.02, "end": 1451.4, "word": " input", "probability": 0.97705078125}, {"start": 1451.4, "end": 1451.98, "word": " layer", "probability": 0.7939453125}, {"start": 1451.98, "end": 1452.16, "word": " و", "probability": 0.59423828125}, {"start": 1452.16, "end": 1452.44, "word": " output", "probability": 0.498779296875}, {"start": 1452.44, "end": 1452.88, "word": " layer", "probability": 0.94873046875}, {"start": 1452.88, "end": 1453.52, "word": " بس", "probability": 0.95361328125}, {"start": 1453.52, "end": 1454.16, "word": " ال", "probability": 0.984375}, {"start": 1454.16, "end": 1454.44, "word": " hidden", "probability": 0.94677734375}], "temperature": 1.0}, {"id": 66, "seek": 148394, "start": 1454.94, "end": 1483.94, "text": "بقدرش نقدرش نعمل لهم إشي طيب في معظم ال commercial artificial neural network هم عادة بيكون في عنده في الغالب three أو four layers اللي هم التجاريات هذه اللي معظمها تجارية بتكونش لا complicated systems في الغالب بتكون عبارة عن neural network تجارية فبتكون layer أو اتنين البرامج اللي ده بتلاقوها جاهزة ك models و بتنزلوها أحيانا عندكوا ك tools جاهزة على ال python على ال neural network على ال", "tokens": [3555, 28543, 2288, 8592, 8717, 28543, 2288, 8592, 8717, 25957, 1211, 5296, 16095, 11933, 8592, 1829, 23032, 1829, 3555, 8978, 20449, 19913, 2304, 2423, 6841, 11677, 18161, 3209, 8032, 2304, 6225, 18513, 3660, 4724, 1829, 30544, 8978, 43242, 3224, 8978, 6024, 118, 6027, 3555, 1045, 34051, 1451, 7914, 13672, 1829, 8032, 2304, 16712, 7435, 9640, 1829, 9307, 29538, 13672, 1829, 20449, 19913, 2304, 11296, 6055, 7435, 9640, 10632, 39894, 30544, 8592, 20193, 6179, 3652, 8978, 6024, 118, 6027, 3555, 39894, 30544, 6225, 3555, 9640, 3660, 18871, 18161, 3209, 6055, 7435, 9640, 10632, 6156, 3555, 2655, 30544, 4583, 34051, 1975, 2655, 1863, 9957, 2423, 26890, 10943, 7435, 13672, 1829, 11778, 3224, 39894, 15040, 4587, 2407, 11296, 10874, 40294, 11622, 3660, 9122, 5245, 4032, 39894, 1863, 11622, 1211, 2407, 11296, 5551, 5016, 1829, 7649, 995, 43242, 4117, 14407, 9122, 3873, 10874, 40294, 11622, 3660, 15844, 2423, 38797, 15844, 2423, 18161, 3209, 15844, 2423], "avg_logprob": -0.13795229674954163, "compression_ratio": 1.957516339869281, "no_speech_prob": 0.0, "words": [{"start": 1454.94, "end": 1455.78, "word": "بقدرش", "probability": 0.9244384765625}, {"start": 1455.78, "end": 1456.28, "word": " نقدرش", "probability": 0.7064208984375}, {"start": 1456.28, "end": 1456.46, "word": " نعمل", "probability": 0.9462890625}, {"start": 1456.46, "end": 1456.6, "word": " لهم", "probability": 0.6146240234375}, {"start": 1456.6, "end": 1456.92, "word": " إشي", "probability": 0.7349446614583334}, {"start": 1456.92, "end": 1457.42, "word": " طيب", "probability": 0.8683268229166666}, {"start": 1457.42, "end": 1457.76, "word": " في", "probability": 0.7109375}, {"start": 1457.76, "end": 1458.1, "word": " معظم", "probability": 0.986328125}, {"start": 1458.1, "end": 1458.28, "word": " ال", "probability": 0.97119140625}, {"start": 1458.28, "end": 1458.68, "word": " commercial", "probability": 0.5830078125}, {"start": 1458.68, "end": 1459.38, "word": " artificial", "probability": 0.69384765625}, {"start": 1459.38, "end": 1459.64, "word": " neural", "probability": 0.94970703125}, {"start": 1459.64, "end": 1460.1, "word": " network", "probability": 0.931640625}, {"start": 1460.1, "end": 1460.46, "word": " هم", "probability": 0.898681640625}, {"start": 1460.46, "end": 1460.82, "word": " عادة", "probability": 0.9791666666666666}, {"start": 1460.82, "end": 1461.1, "word": " بيكون", "probability": 0.8333333333333334}, {"start": 1461.1, "end": 1461.24, "word": " في", "probability": 0.89453125}, {"start": 1461.24, "end": 1462.04, "word": " عنده", "probability": 0.6708984375}, {"start": 1462.04, "end": 1462.24, "word": " في", "probability": 0.875}, {"start": 1462.24, "end": 1463.5, "word": " الغالب", "probability": 0.98828125}, {"start": 1463.5, "end": 1464.24, "word": " three", "probability": 0.658203125}, {"start": 1464.24, "end": 1464.8, "word": " أو", "probability": 0.84619140625}, {"start": 1464.8, "end": 1465.4, "word": " four", "probability": 0.93505859375}, {"start": 1465.4, "end": 1466.0, "word": " layers", "probability": 0.85546875}, {"start": 1466.0, "end": 1466.5, "word": " اللي", "probability": 0.986083984375}, {"start": 1466.5, "end": 1466.68, "word": " هم", "probability": 0.955078125}, {"start": 1466.68, "end": 1467.36, "word": " التجاريات", "probability": 0.977734375}, {"start": 1467.36, "end": 1467.56, "word": " هذه", "probability": 0.8359375}, {"start": 1467.56, "end": 1467.68, "word": " اللي", "probability": 0.733642578125}, {"start": 1467.68, "end": 1468.2, "word": " معظمها", "probability": 0.990234375}, {"start": 1468.2, "end": 1468.78, "word": " تجارية", "probability": 0.98388671875}, {"start": 1468.78, "end": 1469.36, "word": " بتكونش", "probability": 0.8053385416666666}, {"start": 1469.36, "end": 1470.18, "word": " لا", "probability": 0.5263671875}, {"start": 1470.18, "end": 1470.86, "word": " complicated", "probability": 0.97509765625}, {"start": 1470.86, "end": 1471.48, "word": " systems", "probability": 0.92236328125}, {"start": 1471.48, "end": 1471.64, "word": " في", "probability": 0.91748046875}, {"start": 1471.64, "end": 1471.98, "word": " الغالب", "probability": 0.991455078125}, {"start": 1471.98, "end": 1472.54, "word": " بتكون", "probability": 0.921630859375}, {"start": 1472.54, "end": 1472.8, "word": " عبارة", "probability": 0.9949951171875}, {"start": 1472.8, "end": 1473.02, "word": " عن", "probability": 0.99462890625}, {"start": 1473.02, "end": 1473.68, "word": " neural", "probability": 0.91943359375}, {"start": 1473.68, "end": 1474.1, "word": " network", "probability": 0.9755859375}, {"start": 1474.1, "end": 1474.58, "word": " تجارية", "probability": 0.9942626953125}, {"start": 1474.58, "end": 1474.98, "word": " فبتكون", "probability": 0.9500732421875}, {"start": 1474.98, "end": 1475.26, "word": " layer", "probability": 0.728515625}, {"start": 1475.26, "end": 1475.42, "word": " أو", "probability": 0.51220703125}, {"start": 1475.42, "end": 1475.78, "word": " اتنين", "probability": 0.9315185546875}, {"start": 1475.78, "end": 1476.26, "word": " البرامج", "probability": 0.86279296875}, {"start": 1476.26, "end": 1476.38, "word": " اللي", "probability": 0.98095703125}, {"start": 1476.38, "end": 1476.46, "word": " ده", "probability": 0.6961669921875}, {"start": 1476.46, "end": 1477.02, "word": " بتلاقوها", "probability": 0.8125}, {"start": 1477.02, "end": 1477.94, "word": " جاهزة", "probability": 0.9793701171875}, {"start": 1477.94, "end": 1478.22, "word": " ك", "probability": 0.98583984375}, {"start": 1478.22, "end": 1478.54, "word": " models", "probability": 0.78564453125}, {"start": 1478.54, "end": 1478.72, "word": " و", "probability": 0.82080078125}, {"start": 1478.72, "end": 1479.26, "word": " بتنزلوها", "probability": 0.9482421875}, {"start": 1479.26, "end": 1479.62, "word": " أحيانا", "probability": 0.945703125}, {"start": 1479.62, "end": 1479.94, "word": " عندكوا", "probability": 0.8113606770833334}, {"start": 1479.94, "end": 1480.04, "word": " ك", "probability": 0.96337890625}, {"start": 1480.04, "end": 1480.6, "word": " tools", "probability": 0.8720703125}, {"start": 1480.6, "end": 1481.06, "word": " جاهزة", "probability": 0.9921875}, {"start": 1481.06, "end": 1481.22, "word": " على", "probability": 0.95703125}, {"start": 1481.22, "end": 1481.6, "word": " ال", "probability": 0.96875}, {"start": 1481.6, "end": 1481.9, "word": " python", "probability": 0.74560546875}, {"start": 1481.9, "end": 1482.18, "word": " على", "probability": 0.849609375}, {"start": 1482.18, "end": 1482.52, "word": " ال", "probability": 0.97119140625}, {"start": 1482.52, "end": 1482.72, "word": " neural", "probability": 0.93603515625}, {"start": 1482.72, "end": 1483.16, "word": " network", "probability": 0.97119140625}, {"start": 1483.16, "end": 1483.52, "word": " على", "probability": 0.8779296875}, {"start": 1483.52, "end": 1483.94, "word": " ال", "probability": 0.96240234375}], "temperature": 1.0}, {"id": 67, "seek": 149384, "start": 1484.22, "end": 1493.84, "text": "الـ MATLAB بتكون في الغالب الـ three أو four layers بحيث انه بيكون فيها one or two hidden layers كويس", "tokens": [6027, 39184, 5904, 11435, 33, 39894, 30544, 8978, 6024, 118, 6027, 3555, 2423, 39184, 1045, 34051, 1451, 7914, 4724, 5016, 1829, 12984, 16472, 3224, 4724, 1829, 30544, 8978, 11296, 472, 420, 732, 7633, 7914, 9122, 45865, 3794], "avg_logprob": -0.29481907188892365, "compression_ratio": 1.1639344262295082, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1484.22, "end": 1484.64, "word": "الـ", "probability": 0.17791748046875}, {"start": 1484.64, "end": 1485.14, "word": " MATLAB", "probability": 0.764404296875}, {"start": 1485.14, "end": 1485.74, "word": " بتكون", "probability": 0.878662109375}, {"start": 1485.74, "end": 1486.02, "word": " في", "probability": 0.8525390625}, {"start": 1486.02, "end": 1486.52, "word": " الغالب", "probability": 0.990234375}, {"start": 1486.52, "end": 1486.76, "word": " الـ", "probability": 0.6572265625}, {"start": 1486.76, "end": 1487.04, "word": " three", "probability": 0.6982421875}, {"start": 1487.04, "end": 1487.86, "word": " أو", "probability": 0.57958984375}, {"start": 1487.86, "end": 1488.86, "word": " four", "probability": 0.82861328125}, {"start": 1488.86, "end": 1489.52, "word": " layers", "probability": 0.8427734375}, {"start": 1489.52, "end": 1490.18, "word": " بحيث", "probability": 0.955810546875}, {"start": 1490.18, "end": 1490.34, "word": " انه", "probability": 0.6656494140625}, {"start": 1490.34, "end": 1490.5, "word": " بيكون", "probability": 0.8159993489583334}, {"start": 1490.5, "end": 1490.72, "word": " فيها", "probability": 0.979736328125}, {"start": 1490.72, "end": 1490.9, "word": " one", "probability": 0.955078125}, {"start": 1490.9, "end": 1491.16, "word": " or", "probability": 0.71875}, {"start": 1491.16, "end": 1491.78, "word": " two", "probability": 0.96484375}, {"start": 1491.78, "end": 1492.4, "word": " hidden", "probability": 0.859375}, {"start": 1492.4, "end": 1492.78, "word": " layers", "probability": 0.96435546875}, {"start": 1492.78, "end": 1493.84, "word": " كويس", "probability": 0.8146158854166666}], "temperature": 1.0}, {"id": 68, "seek": 152288, "start": 1494.58, "end": 1522.88, "text": "فكل layer يعني بتختلف هذا بالنسبالي ال commercial اللي موجودة فعلا في السوق من عشرة لألف neurons في كل layer من عشر يعني between them بينهم هيك بالنسبالي ال experimental neural networks لأ ممكن اللي هو التجريب اللي ممكن أعمله code أحاول أحل فيه مشاكل محددة هي مش مبنى commercial للبيع ممكن لأتصل لخمسة أو ستة layers و ابتصل لملايين الخلايا أو millions of neurons تمام", "tokens": [5172, 28820, 4583, 37495, 22653, 39894, 46456, 46538, 23758, 20666, 1863, 35457, 6027, 1829, 2423, 6841, 13672, 1829, 3714, 29245, 23328, 3660, 6156, 3615, 15040, 8978, 21136, 30543, 9154, 6225, 8592, 25720, 5296, 10721, 46538, 22027, 8978, 28242, 4583, 9154, 6225, 46309, 37495, 22653, 1296, 552, 49374, 16095, 39896, 4117, 20666, 1863, 35457, 6027, 1829, 2423, 17069, 18161, 9590, 5296, 10721, 3714, 43020, 13672, 1829, 31439, 16712, 7435, 16572, 3555, 13672, 1829, 3714, 43020, 5551, 25957, 43761, 3089, 5551, 5016, 995, 12610, 5551, 5016, 1211, 8978, 3224, 37893, 995, 28820, 3714, 24401, 41891, 39896, 37893, 3714, 3555, 1863, 7578, 6841, 24976, 21292, 3615, 3714, 43020, 5296, 10721, 2655, 36520, 5296, 9778, 2304, 3794, 3660, 34051, 8608, 2655, 3660, 7914, 4032, 48127, 2655, 36520, 32767, 15040, 1829, 9957, 33962, 15040, 25528, 34051, 6803, 295, 22027, 46811, 10943], "avg_logprob": -0.16297901285825855, "compression_ratio": 1.844155844155844, "no_speech_prob": 0.0, "words": [{"start": 1494.58, "end": 1495.06, "word": "فكل", "probability": 0.8828125}, {"start": 1495.06, "end": 1495.3, "word": " layer", "probability": 0.2919921875}, {"start": 1495.3, "end": 1496.38, "word": " يعني", "probability": 0.82373046875}, {"start": 1496.38, "end": 1496.94, "word": " بتختلف", "probability": 0.97802734375}, {"start": 1496.94, "end": 1497.24, "word": " هذا", "probability": 0.419921875}, {"start": 1497.24, "end": 1497.62, "word": " بالنسبالي", "probability": 0.8388671875}, {"start": 1497.62, "end": 1497.74, "word": " ال", "probability": 0.79638671875}, {"start": 1497.74, "end": 1498.0, "word": " commercial", "probability": 0.50390625}, {"start": 1498.0, "end": 1498.18, "word": " اللي", "probability": 0.835205078125}, {"start": 1498.18, "end": 1498.48, "word": " موجودة", "probability": 0.9178466796875}, {"start": 1498.48, "end": 1498.64, "word": " فعلا", "probability": 0.6944173177083334}, {"start": 1498.64, "end": 1498.78, "word": " في", "probability": 0.91943359375}, {"start": 1498.78, "end": 1499.06, "word": " السوق", "probability": 0.98193359375}, {"start": 1499.06, "end": 1499.44, "word": " من", "probability": 0.81201171875}, {"start": 1499.44, "end": 1499.84, "word": " عشرة", "probability": 0.85791015625}, {"start": 1499.84, "end": 1500.46, "word": " لألف", "probability": 0.83544921875}, {"start": 1500.46, "end": 1500.84, "word": " neurons", "probability": 0.4326171875}, {"start": 1500.84, "end": 1501.06, "word": " في", "probability": 0.92041015625}, {"start": 1501.06, "end": 1501.3, "word": " كل", "probability": 0.9765625}, {"start": 1501.3, "end": 1501.64, "word": " layer", "probability": 0.90185546875}, {"start": 1501.64, "end": 1501.8, "word": " من", "probability": 0.57763671875}, {"start": 1501.8, "end": 1502.04, "word": " عشر", "probability": 0.755126953125}, {"start": 1502.04, "end": 1502.24, "word": " يعني", "probability": 0.919921875}, {"start": 1502.24, "end": 1502.48, "word": " between", "probability": 0.880859375}, {"start": 1502.48, "end": 1502.92, "word": " them", "probability": 0.8564453125}, {"start": 1502.92, "end": 1503.56, "word": " بينهم", "probability": 0.79931640625}, {"start": 1503.56, "end": 1503.82, "word": " هيك", "probability": 0.8095703125}, {"start": 1503.82, "end": 1504.82, "word": " بالنسبالي", "probability": 0.89873046875}, {"start": 1504.82, "end": 1504.96, "word": " ال", "probability": 0.89306640625}, {"start": 1504.96, "end": 1505.5, "word": " experimental", "probability": 0.81298828125}, {"start": 1505.5, "end": 1505.84, "word": " neural", "probability": 0.79052734375}, {"start": 1505.84, "end": 1506.38, "word": " networks", "probability": 0.80859375}, {"start": 1506.38, "end": 1506.7, "word": " لأ", "probability": 0.94970703125}, {"start": 1506.7, "end": 1507.06, "word": " ممكن", "probability": 0.9794921875}, {"start": 1507.06, "end": 1507.5, "word": " اللي", "probability": 0.974853515625}, {"start": 1507.5, "end": 1507.6, "word": " هو", "probability": 0.962890625}, {"start": 1507.6, "end": 1508.08, "word": " التجريب", "probability": 0.9483642578125}, {"start": 1508.08, "end": 1508.2, "word": " اللي", "probability": 0.974609375}, {"start": 1508.2, "end": 1508.42, "word": " ممكن", "probability": 0.8916015625}, {"start": 1508.42, "end": 1508.74, "word": " أعمله", "probability": 0.7969563802083334}, {"start": 1508.74, "end": 1509.1, "word": " code", "probability": 0.9638671875}, {"start": 1509.1, "end": 1509.68, "word": " أحاول", "probability": 0.964111328125}, {"start": 1509.68, "end": 1509.9, "word": " أحل", "probability": 0.9381510416666666}, {"start": 1509.9, "end": 1510.08, "word": " فيه", "probability": 0.968017578125}, {"start": 1510.08, "end": 1510.5, "word": " مشاكل", "probability": 0.9915364583333334}, {"start": 1510.5, "end": 1511.16, "word": " محددة", "probability": 0.994140625}, {"start": 1511.16, "end": 1511.66, "word": " هي", "probability": 0.86328125}, {"start": 1511.66, "end": 1511.92, "word": " مش", "probability": 0.978515625}, {"start": 1511.92, "end": 1512.8, "word": " مبنى", "probability": 0.85205078125}, {"start": 1512.8, "end": 1513.48, "word": " commercial", "probability": 0.8095703125}, {"start": 1513.48, "end": 1514.0, "word": " للبيع", "probability": 0.8863932291666666}, {"start": 1514.0, "end": 1514.52, "word": " ممكن", "probability": 0.95654296875}, {"start": 1514.52, "end": 1514.98, "word": " لأتصل", "probability": 0.6422119140625}, {"start": 1514.98, "end": 1515.84, "word": " لخمسة", "probability": 0.9423828125}, {"start": 1515.84, "end": 1516.0, "word": " أو", "probability": 0.830078125}, {"start": 1516.0, "end": 1516.84, "word": " ستة", "probability": 0.9708658854166666}, {"start": 1516.84, "end": 1517.22, "word": " layers", "probability": 0.93017578125}, {"start": 1517.22, "end": 1518.08, "word": " و", "probability": 0.81103515625}, {"start": 1518.08, "end": 1518.64, "word": " ابتصل", "probability": 0.7505696614583334}, {"start": 1518.64, "end": 1519.4, "word": " لملايين", "probability": 0.8502197265625}, {"start": 1519.4, "end": 1519.8, "word": " الخلايا", "probability": 0.96337890625}, {"start": 1519.8, "end": 1520.0, "word": " أو", "probability": 0.78515625}, {"start": 1520.0, "end": 1520.42, "word": " millions", "probability": 0.94189453125}, {"start": 1520.42, "end": 1521.22, "word": " of", "probability": 0.974609375}, {"start": 1521.22, "end": 1521.9, "word": " neurons", "probability": 0.9833984375}, {"start": 1521.9, "end": 1522.88, "word": " تمام", "probability": 0.936767578125}], "temperature": 1.0}, {"id": 69, "seek": 154177, "start": 1523.57, "end": 1541.77, "text": "كيف بدي أدرب الـ hidden layer اللي أنا مش عارف إيش لازم يكون ال output تبعها؟ كيف بدي أدرب يعني؟ كيف بدي أعرف جداش قيمة ال error؟ لإن قيمة ال error زي ما شوفنا توي في ال perceptron هي اللي خلتنا نحدد جداش القيم تبع ال delta W القيمة اللي أنا محتاج أعدل فيها قيمة W", "tokens": [4117, 33911, 4724, 16254, 5551, 3215, 25513, 2423, 39184, 7633, 4583, 13672, 1829, 41850, 37893, 6225, 9640, 5172, 11933, 1829, 8592, 5296, 31377, 2304, 7251, 30544, 2423, 5598, 6055, 3555, 3615, 11296, 22807, 9122, 33911, 4724, 16254, 5551, 3215, 25513, 37495, 22653, 22807, 9122, 33911, 4724, 16254, 5551, 3615, 28480, 10874, 3215, 33599, 12174, 32640, 3660, 2423, 6713, 22807, 5296, 28814, 1863, 12174, 32640, 3660, 2423, 6713, 30767, 1829, 19446, 13412, 38688, 8315, 33427, 1829, 8978, 2423, 43276, 2044, 39896, 13672, 1829, 16490, 1211, 2655, 8315, 8717, 24401, 3215, 10874, 3215, 33599, 25062, 32640, 6055, 3555, 3615, 2423, 8289, 343, 25062, 32640, 3660, 13672, 1829, 41850, 3714, 33753, 26108, 5551, 22488, 1211, 8978, 11296, 12174, 32640, 3660, 343], "avg_logprob": -0.16859244173314392, "compression_ratio": 1.8491379310344827, "no_speech_prob": 1.7881393432617188e-06, "words": [{"start": 1523.57, "end": 1524.03, "word": "كيف", "probability": 0.88232421875}, {"start": 1524.03, "end": 1524.29, "word": " بدي", "probability": 0.65380859375}, {"start": 1524.29, "end": 1524.97, "word": " أدرب", "probability": 0.7919921875}, {"start": 1524.97, "end": 1525.75, "word": " الـ", "probability": 0.838623046875}, {"start": 1525.75, "end": 1526.21, "word": " hidden", "probability": 0.250732421875}, {"start": 1526.21, "end": 1526.83, "word": " layer", "probability": 0.865234375}, {"start": 1526.83, "end": 1527.07, "word": " اللي", "probability": 0.8876953125}, {"start": 1527.07, "end": 1527.19, "word": " أنا", "probability": 0.71142578125}, {"start": 1527.19, "end": 1527.35, "word": " مش", "probability": 0.982421875}, {"start": 1527.35, "end": 1527.59, "word": " عارف", "probability": 0.994140625}, {"start": 1527.59, "end": 1527.71, "word": " إيش", "probability": 0.83349609375}, {"start": 1527.71, "end": 1527.91, "word": " لازم", "probability": 0.9869791666666666}, {"start": 1527.91, "end": 1528.07, "word": " يكون", "probability": 0.941650390625}, {"start": 1528.07, "end": 1528.15, "word": " ال", "probability": 0.701171875}, {"start": 1528.15, "end": 1528.31, "word": " output", "probability": 0.9189453125}, {"start": 1528.31, "end": 1528.97, "word": " تبعها؟", "probability": 0.806396484375}, {"start": 1528.97, "end": 1529.09, "word": " كيف", "probability": 0.8876953125}, {"start": 1529.09, "end": 1529.19, "word": " بدي", "probability": 0.84375}, {"start": 1529.19, "end": 1529.43, "word": " أدرب", "probability": 0.9607747395833334}, {"start": 1529.43, "end": 1529.67, "word": " يعني؟", "probability": 0.661865234375}, {"start": 1529.67, "end": 1529.79, "word": " كيف", "probability": 0.960205078125}, {"start": 1529.79, "end": 1529.97, "word": " بدي", "probability": 0.9853515625}, {"start": 1529.97, "end": 1530.29, "word": " أعرف", "probability": 0.9886067708333334}, {"start": 1530.29, "end": 1530.59, "word": " جداش", "probability": 0.7076009114583334}, {"start": 1530.59, "end": 1530.85, "word": " قيمة", "probability": 0.9920247395833334}, {"start": 1530.85, "end": 1530.97, "word": " ال", "probability": 0.97607421875}, {"start": 1530.97, "end": 1531.51, "word": " error؟", "probability": 0.76513671875}, {"start": 1531.51, "end": 1531.69, "word": " لإن", "probability": 0.806884765625}, {"start": 1531.69, "end": 1531.99, "word": " قيمة", "probability": 0.97900390625}, {"start": 1531.99, "end": 1532.09, "word": " ال", "probability": 0.95166015625}, {"start": 1532.09, "end": 1532.27, "word": " error", "probability": 0.955078125}, {"start": 1532.27, "end": 1532.47, "word": " زي", "probability": 0.959716796875}, {"start": 1532.47, "end": 1532.51, "word": " ما", "probability": 0.9814453125}, {"start": 1532.51, "end": 1532.81, "word": " شوفنا", "probability": 0.8343098958333334}, {"start": 1532.81, "end": 1533.65, "word": " توي", "probability": 0.42822265625}, {"start": 1533.65, "end": 1533.91, "word": " في", "probability": 0.8876953125}, {"start": 1533.91, "end": 1534.11, "word": " ال", "probability": 0.990234375}, {"start": 1534.11, "end": 1534.73, "word": " perceptron", "probability": 0.745849609375}, {"start": 1534.73, "end": 1535.09, "word": " هي", "probability": 0.810546875}, {"start": 1535.09, "end": 1535.23, "word": " اللي", "probability": 0.98876953125}, {"start": 1535.23, "end": 1535.63, "word": " خلتنا", "probability": 0.9820556640625}, {"start": 1535.63, "end": 1536.27, "word": " نحدد", "probability": 0.9840494791666666}, {"start": 1536.27, "end": 1536.93, "word": " جداش", "probability": 0.9612630208333334}, {"start": 1536.93, "end": 1537.87, "word": " القيم", "probability": 0.884765625}, {"start": 1537.87, "end": 1538.19, "word": " تبع", "probability": 0.92138671875}, {"start": 1538.19, "end": 1538.35, "word": " ال", "probability": 0.8623046875}, {"start": 1538.35, "end": 1538.71, "word": " delta", "probability": 0.59375}, {"start": 1538.71, "end": 1539.27, "word": " W", "probability": 0.5322265625}, {"start": 1539.27, "end": 1540.01, "word": " القيمة", "probability": 0.8824869791666666}, {"start": 1540.01, "end": 1540.09, "word": " اللي", "probability": 0.98388671875}, {"start": 1540.09, "end": 1540.19, "word": " أنا", "probability": 0.6611328125}, {"start": 1540.19, "end": 1540.57, "word": " محتاج", "probability": 0.9820963541666666}, {"start": 1540.57, "end": 1541.01, "word": " أعدل", "probability": 0.86376953125}, {"start": 1541.01, "end": 1541.17, "word": " فيها", "probability": 0.9931640625}, {"start": 1541.17, "end": 1541.47, "word": " قيمة", "probability": 0.9928385416666666}, {"start": 1541.47, "end": 1541.77, "word": " W", "probability": 0.8125}], "temperature": 1.0}, {"id": 70, "seek": 157003, "start": 1543.57, "end": 1570.03, "text": "إذا أنا مش عارف أصلا ال error جديش، ليش مش عارف ال error جديش؟ لأن مش عارف ال desire جديش، فلذلك هيكون فيه شوية صعوبة، طيب الصعوبة هذه الحقيقة طولت قبل ما حلوها، حلوها تقريبا في نظريا في ال 86-87، 1986-87 بدأوا يحلوها و لجولها algorithm معين و كان اسمها ال back propagation algorithm و يعني في كتير", "tokens": [28814, 15730, 41850, 37893, 6225, 9640, 5172, 5551, 9381, 15040, 2423, 6713, 10874, 16254, 8592, 12399, 32239, 8592, 37893, 6225, 9640, 5172, 2423, 6713, 10874, 16254, 8592, 22807, 5296, 33456, 37893, 6225, 9640, 5172, 2423, 7516, 10874, 16254, 8592, 12399, 6156, 1211, 8848, 23275, 39896, 30544, 8978, 3224, 13412, 2407, 10632, 20328, 3615, 37746, 3660, 12399, 23032, 1829, 3555, 31767, 3615, 37746, 3660, 29538, 21542, 38436, 28671, 23032, 12610, 2655, 12174, 36150, 19446, 11331, 1211, 2407, 11296, 12399, 11331, 1211, 2407, 11296, 6055, 4587, 16572, 3555, 995, 8978, 8717, 19913, 16572, 995, 8978, 2423, 26687, 12, 23853, 12399, 27895, 12, 23853, 47525, 10721, 14407, 7251, 5016, 1211, 2407, 11296, 4032, 5296, 7435, 12610, 11296, 9284, 20449, 9957, 4032, 25961, 24525, 2304, 11296, 2423, 646, 38377, 9284, 4032, 37495, 22653, 8978, 9122, 2655, 13546], "avg_logprob": -0.1760727550778816, "compression_ratio": 1.7638376383763839, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 1543.57, "end": 1543.87, "word": "إذا", "probability": 0.713134765625}, {"start": 1543.87, "end": 1544.01, "word": " أنا", "probability": 0.83984375}, {"start": 1544.01, "end": 1544.11, "word": " مش", "probability": 0.9365234375}, {"start": 1544.11, "end": 1544.59, "word": " عارف", "probability": 0.9954427083333334}, {"start": 1544.59, "end": 1545.19, "word": " أصلا", "probability": 0.81201171875}, {"start": 1545.19, "end": 1545.33, "word": " ال", "probability": 0.638671875}, {"start": 1545.33, "end": 1545.53, "word": " error", "probability": 0.72607421875}, {"start": 1545.53, "end": 1546.29, "word": " جديش،", "probability": 0.645721435546875}, {"start": 1546.29, "end": 1546.71, "word": " ليش", "probability": 0.91357421875}, {"start": 1546.71, "end": 1546.83, "word": " مش", "probability": 0.96728515625}, {"start": 1546.83, "end": 1547.05, "word": " عارف", "probability": 0.99169921875}, {"start": 1547.05, "end": 1547.15, "word": " ال", "probability": 0.6025390625}, {"start": 1547.15, "end": 1547.35, "word": " error", "probability": 0.888671875}, {"start": 1547.35, "end": 1547.61, "word": " جديش؟", "probability": 0.94873046875}, {"start": 1547.61, "end": 1547.73, "word": " لأن", "probability": 0.823486328125}, {"start": 1547.73, "end": 1547.89, "word": " مش", "probability": 0.8896484375}, {"start": 1547.89, "end": 1548.15, "word": " عارف", "probability": 0.9959309895833334}, {"start": 1548.15, "end": 1548.25, "word": " ال", "probability": 0.958984375}, {"start": 1548.25, "end": 1548.59, "word": " desire", "probability": 0.75146484375}, {"start": 1548.59, "end": 1549.85, "word": " جديش،", "probability": 0.8170166015625}, {"start": 1549.85, "end": 1550.93, "word": " فلذلك", "probability": 0.919189453125}, {"start": 1550.93, "end": 1551.65, "word": " هيكون", "probability": 0.752685546875}, {"start": 1551.65, "end": 1552.09, "word": " فيه", "probability": 0.881591796875}, {"start": 1552.09, "end": 1552.37, "word": " شوية", "probability": 0.8924153645833334}, {"start": 1552.37, "end": 1553.01, "word": " صعوبة،", "probability": 0.92841796875}, {"start": 1553.01, "end": 1553.15, "word": " طيب", "probability": 0.9127604166666666}, {"start": 1553.15, "end": 1553.61, "word": " الصعوبة", "probability": 0.9874267578125}, {"start": 1553.61, "end": 1553.91, "word": " هذه", "probability": 0.7080078125}, {"start": 1553.91, "end": 1554.71, "word": " الحقيقة", "probability": 0.96044921875}, {"start": 1554.71, "end": 1555.13, "word": " طولت", "probability": 0.9723307291666666}, {"start": 1555.13, "end": 1555.27, "word": " قبل", "probability": 0.7117919921875}, {"start": 1555.27, "end": 1555.41, "word": " ما", "probability": 0.9814453125}, {"start": 1555.41, "end": 1556.19, "word": " حلوها،", "probability": 0.92197265625}, {"start": 1556.19, "end": 1556.51, "word": " حلوها", "probability": 0.9921875}, {"start": 1556.51, "end": 1556.95, "word": " تقريبا", "probability": 0.9884765625}, {"start": 1556.95, "end": 1557.15, "word": " في", "probability": 0.9658203125}, {"start": 1557.15, "end": 1558.05, "word": " نظريا", "probability": 0.837646484375}, {"start": 1558.05, "end": 1558.51, "word": " في", "probability": 0.9853515625}, {"start": 1558.51, "end": 1558.67, "word": " ال", "probability": 0.337646484375}, {"start": 1558.67, "end": 1559.11, "word": " 86", "probability": 0.6279296875}, {"start": 1559.11, "end": 1560.31, "word": "-87،", "probability": 0.4690755208333333}, {"start": 1560.31, "end": 1560.73, "word": " 1986", "probability": 0.426513671875}, {"start": 1560.73, "end": 1561.61, "word": "-87", "probability": 0.89501953125}, {"start": 1561.61, "end": 1563.23, "word": " بدأوا", "probability": 0.8575846354166666}, {"start": 1563.23, "end": 1563.79, "word": " يحلوها", "probability": 0.9939453125}, {"start": 1563.79, "end": 1563.97, "word": " و", "probability": 0.58251953125}, {"start": 1563.97, "end": 1564.39, "word": " لجولها", "probability": 0.8370361328125}, {"start": 1564.39, "end": 1565.15, "word": " algorithm", "probability": 0.88134765625}, {"start": 1565.15, "end": 1565.71, "word": " معين", "probability": 0.9833984375}, {"start": 1565.71, "end": 1566.01, "word": " و", "probability": 0.677734375}, {"start": 1566.01, "end": 1566.15, "word": " كان", "probability": 0.72265625}, {"start": 1566.15, "end": 1566.43, "word": " اسمها", "probability": 0.9684244791666666}, {"start": 1566.43, "end": 1566.51, "word": " ال", "probability": 0.689453125}, {"start": 1566.51, "end": 1566.67, "word": " back", "probability": 0.7041015625}, {"start": 1566.67, "end": 1567.09, "word": " propagation", "probability": 0.83203125}, {"start": 1567.09, "end": 1567.69, "word": " algorithm", "probability": 0.9013671875}, {"start": 1567.69, "end": 1568.19, "word": " و", "probability": 0.607421875}, {"start": 1568.19, "end": 1569.31, "word": " يعني", "probability": 0.83203125}, {"start": 1569.31, "end": 1569.55, "word": " في", "probability": 0.97509765625}, {"start": 1569.55, "end": 1570.03, "word": " كتير", "probability": 0.9715169270833334}], "temperature": 1.0}, {"id": 71, "seek": 159457, "start": 1570.55, "end": 1594.57, "text": "يعني بعضهم يحلول ان يسميها ال back propagation neural network مع انه هي فعليا هي multilayer forward neural network الحقيقة لكن ال back propagation هي عملية ل training نفسها عملية ل training نفسها و اللي هنشوفها كتالة برضه هتعتمد على ال error لكن انه error فقط ال error بتاع ال output احنا ماعنا الا ناتج ال output patterns", "tokens": [40228, 22653, 45030, 11242, 16095, 7251, 5016, 1211, 12610, 16472, 7251, 38251, 1829, 11296, 2423, 646, 38377, 18161, 3209, 20449, 16472, 3224, 39896, 6156, 3615, 20292, 995, 39896, 2120, 388, 11167, 2128, 18161, 3209, 21542, 38436, 28671, 44381, 2423, 646, 38377, 39896, 6225, 42213, 10632, 5296, 3097, 8717, 36178, 11296, 6225, 42213, 10632, 5296, 3097, 8717, 36178, 11296, 4032, 13672, 1829, 8032, 1863, 8592, 38688, 11296, 9122, 2655, 6027, 3660, 4724, 43042, 3224, 8032, 2655, 34268, 2304, 3215, 15844, 2423, 6713, 44381, 16472, 3224, 6713, 6156, 47432, 2423, 6713, 39894, 45761, 2423, 5598, 1975, 5016, 8315, 19446, 3615, 8315, 42963, 8717, 9307, 7435, 2423, 5598, 8294], "avg_logprob": -0.20429322791990834, "compression_ratio": 1.8300395256916997, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1570.55, "end": 1571.01, "word": "يعني", "probability": 0.89208984375}, {"start": 1571.01, "end": 1571.73, "word": " بعضهم", "probability": 0.9676106770833334}, {"start": 1571.73, "end": 1572.91, "word": " يحلول", "probability": 0.8653564453125}, {"start": 1572.91, "end": 1573.03, "word": " ان", "probability": 0.337890625}, {"start": 1573.03, "end": 1573.39, "word": " يسميها", "probability": 0.9359130859375}, {"start": 1573.39, "end": 1573.51, "word": " ال", "probability": 0.62158203125}, {"start": 1573.51, "end": 1573.63, "word": " back", "probability": 0.3837890625}, {"start": 1573.63, "end": 1574.15, "word": " propagation", "probability": 0.7841796875}, {"start": 1574.15, "end": 1574.49, "word": " neural", "probability": 0.6953125}, {"start": 1574.49, "end": 1575.03, "word": " network", "probability": 0.97607421875}, {"start": 1575.03, "end": 1576.11, "word": " مع", "probability": 0.407470703125}, {"start": 1576.11, "end": 1576.33, "word": " انه", "probability": 0.497802734375}, {"start": 1576.33, "end": 1576.47, "word": " هي", "probability": 0.70654296875}, {"start": 1576.47, "end": 1576.97, "word": " فعليا", "probability": 0.83056640625}, {"start": 1576.97, "end": 1577.13, "word": " هي", "probability": 0.4873046875}, {"start": 1577.13, "end": 1577.71, "word": " multilayer", "probability": 0.741943359375}, {"start": 1577.71, "end": 1578.15, "word": " forward", "probability": 0.8427734375}, {"start": 1578.15, "end": 1578.71, "word": " neural", "probability": 0.9091796875}, {"start": 1578.71, "end": 1579.17, "word": " network", "probability": 0.984375}, {"start": 1579.17, "end": 1579.73, "word": " الحقيقة", "probability": 0.9098307291666666}, {"start": 1579.73, "end": 1579.91, "word": " لكن", "probability": 0.243408203125}, {"start": 1579.91, "end": 1580.07, "word": " ال", "probability": 0.84375}, {"start": 1580.07, "end": 1580.19, "word": " back", "probability": 0.80712890625}, {"start": 1580.19, "end": 1580.57, "word": " propagation", "probability": 0.96923828125}, {"start": 1580.57, "end": 1580.89, "word": " هي", "probability": 0.93505859375}, {"start": 1580.89, "end": 1581.61, "word": " عملية", "probability": 0.9677734375}, {"start": 1581.61, "end": 1581.75, "word": " ل", "probability": 0.438720703125}, {"start": 1581.75, "end": 1582.11, "word": " training", "probability": 0.73388671875}, {"start": 1582.11, "end": 1582.49, "word": " نفسها", "probability": 0.98828125}, {"start": 1582.49, "end": 1582.83, "word": " عملية", "probability": 0.9156901041666666}, {"start": 1582.83, "end": 1583.05, "word": " ل", "probability": 0.9248046875}, {"start": 1583.05, "end": 1583.71, "word": " training", "probability": 0.69677734375}, {"start": 1583.71, "end": 1584.29, "word": " نفسها", "probability": 0.9886067708333334}, {"start": 1584.29, "end": 1584.53, "word": " و", "probability": 0.438720703125}, {"start": 1584.53, "end": 1584.63, "word": " اللي", "probability": 0.888427734375}, {"start": 1584.63, "end": 1585.21, "word": " هنشوفها", "probability": 0.91181640625}, {"start": 1585.21, "end": 1585.83, "word": " كتالة", "probability": 0.7010498046875}, {"start": 1585.83, "end": 1586.03, "word": " برضه", "probability": 0.9532877604166666}, {"start": 1586.03, "end": 1586.49, "word": " هتعتمد", "probability": 0.9751953125}, {"start": 1586.49, "end": 1586.63, "word": " على", "probability": 0.806640625}, {"start": 1586.63, "end": 1586.75, "word": " ال", "probability": 0.95947265625}, {"start": 1586.75, "end": 1586.97, "word": " error", "probability": 0.9267578125}, {"start": 1586.97, "end": 1587.29, "word": " لكن", "probability": 0.87060546875}, {"start": 1587.29, "end": 1587.57, "word": " انه", "probability": 0.592529296875}, {"start": 1587.57, "end": 1587.89, "word": " error", "probability": 0.9755859375}, {"start": 1587.89, "end": 1588.77, "word": " فقط", "probability": 0.900390625}, {"start": 1588.77, "end": 1589.21, "word": " ال", "probability": 0.9248046875}, {"start": 1589.21, "end": 1589.51, "word": " error", "probability": 0.95361328125}, {"start": 1589.51, "end": 1589.75, "word": " بتاع", "probability": 0.850341796875}, {"start": 1589.75, "end": 1589.87, "word": " ال", "probability": 0.92578125}, {"start": 1589.87, "end": 1590.27, "word": " output", "probability": 0.98828125}, {"start": 1590.27, "end": 1590.81, "word": " احنا", "probability": 0.9236653645833334}, {"start": 1590.81, "end": 1591.11, "word": " ماعنا", "probability": 0.80224609375}, {"start": 1591.11, "end": 1591.47, "word": " الا", "probability": 0.49609375}, {"start": 1591.47, "end": 1592.77, "word": " ناتج", "probability": 0.9912109375}, {"start": 1592.77, "end": 1593.31, "word": " ال", "probability": 0.951171875}, {"start": 1593.31, "end": 1593.69, "word": " output", "probability": 0.98583984375}, {"start": 1593.69, "end": 1594.57, "word": " patterns", "probability": 0.8779296875}], "temperature": 1.0}, {"id": 72, "seek": 162231, "start": 1595.41, "end": 1622.31, "text": "النموذج النهائي لأكثر ولا أقل فهو اللي بقدر أحسبله قيمة ال error بمعنى آخر هي الفرق بين ال actual و ال desired output patterns لل output layer فقط هذه بدنا هي رسمالنا زي ما بيقولوا هي رسمالنا اللي بدنا نحاول نعدل كل الأوزان من خلالها بدنا من خلالها نعدل جميع الأوزان سواء ال weights اللي ملاصقة لل output أو اللي بعيدة عن ال output", "tokens": [6027, 1863, 2304, 2407, 8848, 7435, 28239, 3224, 16373, 1829, 5296, 10721, 4117, 49115, 49429, 5551, 4587, 1211, 6156, 3224, 2407, 13672, 1829, 4724, 28543, 2288, 5551, 5016, 35457, 43761, 12174, 32640, 3660, 2423, 6713, 4724, 2304, 3615, 1863, 7578, 19753, 34740, 39896, 27188, 2288, 4587, 49374, 2423, 3539, 4032, 2423, 14721, 5598, 8294, 24976, 5598, 4583, 6156, 47432, 29538, 47525, 8315, 39896, 12602, 38251, 6027, 8315, 30767, 1829, 19446, 4724, 1829, 39648, 14407, 39896, 12602, 38251, 6027, 8315, 13672, 1829, 47525, 8315, 8717, 5016, 995, 12610, 8717, 22488, 1211, 28242, 16247, 2407, 11622, 7649, 9154, 16490, 1211, 6027, 11296, 47525, 8315, 9154, 16490, 1211, 6027, 11296, 8717, 22488, 1211, 10874, 2304, 40228, 16247, 2407, 11622, 7649, 8608, 2407, 16606, 2423, 17443, 13672, 1829, 3714, 15040, 9381, 28671, 24976, 5598, 34051, 13672, 1829, 45030, 25708, 3660, 18871, 2423, 5598], "avg_logprob": -0.10859375, "compression_ratio": 1.8908450704225352, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1595.41, "end": 1596.01, "word": "النموذج", "probability": 0.9608561197916666}, {"start": 1596.01, "end": 1596.45, "word": " النهائي", "probability": 0.97802734375}, {"start": 1596.45, "end": 1596.89, "word": " لأكثر", "probability": 0.83624267578125}, {"start": 1596.89, "end": 1596.99, "word": " ولا", "probability": 0.69287109375}, {"start": 1596.99, "end": 1597.21, "word": " أقل", "probability": 0.962890625}, {"start": 1597.21, "end": 1597.45, "word": " فهو", "probability": 0.8963216145833334}, {"start": 1597.45, "end": 1597.55, "word": " اللي", "probability": 0.94287109375}, {"start": 1597.55, "end": 1597.79, "word": " بقدر", "probability": 0.9664713541666666}, {"start": 1597.79, "end": 1598.21, "word": " أحسبله", "probability": 0.904296875}, {"start": 1598.21, "end": 1598.81, "word": " قيمة", "probability": 0.9908854166666666}, {"start": 1598.81, "end": 1598.91, "word": " ال", "probability": 0.95068359375}, {"start": 1598.91, "end": 1599.13, "word": " error", "probability": 0.269775390625}, {"start": 1599.13, "end": 1600.65, "word": " بمعنى", "probability": 0.9546875}, {"start": 1600.65, "end": 1601.03, "word": " آخر", "probability": 0.77587890625}, {"start": 1601.03, "end": 1601.25, "word": " هي", "probability": 0.7685546875}, {"start": 1601.25, "end": 1601.69, "word": " الفرق", "probability": 0.9783528645833334}, {"start": 1601.69, "end": 1601.93, "word": " بين", "probability": 0.9775390625}, {"start": 1601.93, "end": 1602.07, "word": " ال", "probability": 0.9560546875}, {"start": 1602.07, "end": 1602.51, "word": " actual", "probability": 0.75830078125}, {"start": 1602.51, "end": 1602.91, "word": " و", "probability": 0.61181640625}, {"start": 1602.91, "end": 1602.99, "word": " ال", "probability": 0.62109375}, {"start": 1602.99, "end": 1603.41, "word": " desired", "probability": 0.9345703125}, {"start": 1603.41, "end": 1604.01, "word": " output", "probability": 0.939453125}, {"start": 1604.01, "end": 1604.63, "word": " patterns", "probability": 0.7744140625}, {"start": 1604.63, "end": 1605.25, "word": " لل", "probability": 0.84228515625}, {"start": 1605.25, "end": 1605.57, "word": " output", "probability": 0.92578125}, {"start": 1605.57, "end": 1605.93, "word": " layer", "probability": 0.90625}, {"start": 1605.93, "end": 1606.61, "word": " فقط", "probability": 0.991455078125}, {"start": 1606.61, "end": 1607.15, "word": " هذه", "probability": 0.59912109375}, {"start": 1607.15, "end": 1607.53, "word": " بدنا", "probability": 0.7454833984375}, {"start": 1607.53, "end": 1607.73, "word": " هي", "probability": 0.442626953125}, {"start": 1607.73, "end": 1608.15, "word": " رسمالنا", "probability": 0.87060546875}, {"start": 1608.15, "end": 1608.31, "word": " زي", "probability": 0.892333984375}, {"start": 1608.31, "end": 1608.37, "word": " ما", "probability": 0.9375}, {"start": 1608.37, "end": 1608.73, "word": " بيقولوا", "probability": 0.9219970703125}, {"start": 1608.73, "end": 1608.97, "word": " هي", "probability": 0.84765625}, {"start": 1608.97, "end": 1609.33, "word": " رسمالنا", "probability": 0.9755859375}, {"start": 1609.33, "end": 1609.43, "word": " اللي", "probability": 0.8466796875}, {"start": 1609.43, "end": 1609.61, "word": " بدنا", "probability": 0.91064453125}, {"start": 1609.61, "end": 1610.13, "word": " نحاول", "probability": 0.9818115234375}, {"start": 1610.13, "end": 1611.89, "word": " نعدل", "probability": 0.8665364583333334}, {"start": 1611.89, "end": 1612.55, "word": " كل", "probability": 0.9873046875}, {"start": 1612.55, "end": 1613.17, "word": " الأوزان", "probability": 0.987548828125}, {"start": 1613.17, "end": 1613.31, "word": " من", "probability": 0.99755859375}, {"start": 1613.31, "end": 1613.91, "word": " خلالها", "probability": 0.996337890625}, {"start": 1613.91, "end": 1614.91, "word": " بدنا", "probability": 0.9248046875}, {"start": 1614.91, "end": 1615.01, "word": " من", "probability": 0.984375}, {"start": 1615.01, "end": 1615.35, "word": " خلالها", "probability": 0.99365234375}, {"start": 1615.35, "end": 1615.73, "word": " نعدل", "probability": 0.9781901041666666}, {"start": 1615.73, "end": 1616.01, "word": " جميع", "probability": 0.9921875}, {"start": 1616.01, "end": 1616.39, "word": " الأوزان", "probability": 0.99462890625}, {"start": 1616.39, "end": 1617.13, "word": " سواء", "probability": 0.9716796875}, {"start": 1617.13, "end": 1617.91, "word": " ال", "probability": 0.9921875}, {"start": 1617.91, "end": 1618.35, "word": " weights", "probability": 0.8583984375}, {"start": 1618.35, "end": 1618.99, "word": " اللي", "probability": 0.965576171875}, {"start": 1618.99, "end": 1619.53, "word": " ملاصقة", "probability": 0.8056640625}, {"start": 1619.53, "end": 1619.71, "word": " لل", "probability": 0.9580078125}, {"start": 1619.71, "end": 1620.17, "word": " output", "probability": 0.99072265625}, {"start": 1620.17, "end": 1620.75, "word": " أو", "probability": 0.88037109375}, {"start": 1620.75, "end": 1621.25, "word": " اللي", "probability": 0.6595458984375}, {"start": 1621.25, "end": 1621.69, "word": " بعيدة", "probability": 0.9537760416666666}, {"start": 1621.69, "end": 1621.85, "word": " عن", "probability": 0.97412109375}, {"start": 1621.85, "end": 1621.97, "word": " ال", "probability": 0.93359375}, {"start": 1621.97, "end": 1622.31, "word": " output", "probability": 0.98681640625}], "temperature": 1.0}, {"id": 73, "seek": 163332, "start": 1624.34, "end": 1633.32, "text": "cut تالي أول شغلة فكرنا فيها أنه نشتغل two phases أو نشتغل", "tokens": [6672, 6055, 6027, 1829, 5551, 12610, 13412, 17082, 37977, 6156, 37983, 8315, 8978, 11296, 14739, 3224, 8717, 8592, 2655, 17082, 1211, 732, 18764, 34051, 8717, 8592, 2655, 17082, 1211], "avg_logprob": -0.1373697926600774, "compression_ratio": 1.0941176470588236, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1624.34, "end": 1624.64, "word": "cut", "probability": 0.49072265625}, {"start": 1624.64, "end": 1625.44, "word": " تالي", "probability": 0.7838541666666666}, {"start": 1625.44, "end": 1627.24, "word": " أول", "probability": 0.722412109375}, {"start": 1627.24, "end": 1627.68, "word": " شغلة", "probability": 0.90283203125}, {"start": 1627.68, "end": 1628.56, "word": " فكرنا", "probability": 0.99072265625}, {"start": 1628.56, "end": 1628.98, "word": " فيها", "probability": 0.98974609375}, {"start": 1628.98, "end": 1629.64, "word": " أنه", "probability": 0.735595703125}, {"start": 1629.64, "end": 1630.44, "word": " نشتغل", "probability": 0.9966796875}, {"start": 1630.44, "end": 1630.82, "word": " two", "probability": 0.9501953125}, {"start": 1630.82, "end": 1631.7, "word": " phases", "probability": 0.9814453125}, {"start": 1631.7, "end": 1632.0, "word": " أو", "probability": 0.822265625}, {"start": 1632.0, "end": 1633.32, "word": " نشتغل", "probability": 0.98974609375}], "temperature": 1.0}, {"id": 74, "seek": 166148, "start": 1634.14, "end": 1661.48, "text": "مرحلتين المرحلة الأولى هنقول عليها اسمها training فال first هي ال training input patterns واللي بتكون عبارة عن انه بندخل ال input لل input layer و بنخليه يمشي forward propagation بمشي لل layer ال hidden الأولى لل hidden التانية ثم لل output عشان اجيسه في ال output كويس هذه من خلال ال error اللى بتم بدي احاول اعدل مجموعة ال weights", "tokens": [29973, 5016, 1211, 2655, 9957, 9673, 2288, 5016, 37977, 16247, 12610, 7578, 8032, 1863, 39648, 25894, 11296, 24525, 2304, 11296, 3097, 6156, 6027, 700, 39896, 2423, 3097, 4846, 8294, 16070, 20292, 39894, 30544, 6225, 3555, 9640, 3660, 18871, 16472, 3224, 44945, 3215, 9778, 1211, 2423, 4846, 24976, 4846, 4583, 4032, 44945, 9778, 20292, 3224, 7251, 2304, 8592, 1829, 2128, 38377, 4724, 2304, 8592, 1829, 24976, 4583, 2423, 7633, 16247, 12610, 7578, 24976, 7633, 16712, 7649, 10632, 38637, 2304, 24976, 5598, 6225, 8592, 7649, 1975, 7435, 1829, 3794, 3224, 8978, 2423, 5598, 9122, 45865, 3794, 29538, 9154, 16490, 1211, 6027, 2423, 6713, 13672, 7578, 4724, 39237, 4724, 16254, 1975, 5016, 995, 12610, 1975, 22488, 1211, 3714, 7435, 2304, 2407, 27884, 2423, 17443], "avg_logprob": -0.18929303498541722, "compression_ratio": 1.7841726618705036, "no_speech_prob": 0.0, "words": [{"start": 1634.14, "end": 1634.94, "word": "مرحلتين", "probability": 0.8091796875}, {"start": 1634.94, "end": 1635.56, "word": " المرحلة", "probability": 0.70147705078125}, {"start": 1635.56, "end": 1635.84, "word": " الأولى", "probability": 0.96044921875}, {"start": 1635.84, "end": 1636.14, "word": " هنقول", "probability": 0.6927083333333334}, {"start": 1636.14, "end": 1636.48, "word": " عليها", "probability": 0.979248046875}, {"start": 1636.48, "end": 1636.92, "word": " اسمها", "probability": 0.939453125}, {"start": 1636.92, "end": 1637.62, "word": " training", "probability": 0.73583984375}, {"start": 1637.62, "end": 1638.42, "word": " فال", "probability": 0.7236328125}, {"start": 1638.42, "end": 1638.68, "word": " first", "probability": 0.2109375}, {"start": 1638.68, "end": 1639.0, "word": " هي", "probability": 0.8642578125}, {"start": 1639.0, "end": 1639.1, "word": " ال", "probability": 0.457763671875}, {"start": 1639.1, "end": 1639.46, "word": " training", "probability": 0.76953125}, {"start": 1639.46, "end": 1639.86, "word": " input", "probability": 0.90771484375}, {"start": 1639.86, "end": 1640.36, "word": " patterns", "probability": 0.79052734375}, {"start": 1640.36, "end": 1640.7, "word": " واللي", "probability": 0.611083984375}, {"start": 1640.7, "end": 1641.62, "word": " بتكون", "probability": 0.967529296875}, {"start": 1641.62, "end": 1642.08, "word": " عبارة", "probability": 0.9910888671875}, {"start": 1642.08, "end": 1642.72, "word": " عن", "probability": 0.98388671875}, {"start": 1642.72, "end": 1643.16, "word": " انه", "probability": 0.6875}, {"start": 1643.16, "end": 1643.64, "word": " بندخل", "probability": 0.9248046875}, {"start": 1643.64, "end": 1643.76, "word": " ال", "probability": 0.84619140625}, {"start": 1643.76, "end": 1644.12, "word": " input", "probability": 0.97705078125}, {"start": 1644.12, "end": 1644.36, "word": " لل", "probability": 0.771484375}, {"start": 1644.36, "end": 1644.62, "word": " input", "probability": 0.91943359375}, {"start": 1644.62, "end": 1644.96, "word": " layer", "probability": 0.90185546875}, {"start": 1644.96, "end": 1645.68, "word": " و", "probability": 0.84619140625}, {"start": 1645.68, "end": 1646.7, "word": " بنخليه", "probability": 0.85205078125}, {"start": 1646.7, "end": 1647.24, "word": " يمشي", "probability": 0.991455078125}, {"start": 1647.24, "end": 1647.92, "word": " forward", "probability": 0.89453125}, {"start": 1647.92, "end": 1649.0, "word": " propagation", "probability": 0.95947265625}, {"start": 1649.0, "end": 1649.84, "word": " بمشي", "probability": 0.7442626953125}, {"start": 1649.84, "end": 1649.98, "word": " لل", "probability": 0.83984375}, {"start": 1649.98, "end": 1650.26, "word": " layer", "probability": 0.9658203125}, {"start": 1650.26, "end": 1650.66, "word": " ال", "probability": 0.98291015625}, {"start": 1650.66, "end": 1650.84, "word": " hidden", "probability": 0.900390625}, {"start": 1650.84, "end": 1651.28, "word": " الأولى", "probability": 0.943359375}, {"start": 1651.28, "end": 1651.42, "word": " لل", "probability": 0.865234375}, {"start": 1651.42, "end": 1651.72, "word": " hidden", "probability": 0.88818359375}, {"start": 1651.72, "end": 1652.22, "word": " التانية", "probability": 0.9265950520833334}, {"start": 1652.22, "end": 1652.74, "word": " ثم", "probability": 0.989501953125}, {"start": 1652.74, "end": 1653.0, "word": " لل", "probability": 0.97607421875}, {"start": 1653.0, "end": 1653.58, "word": " output", "probability": 0.98486328125}, {"start": 1653.58, "end": 1654.3, "word": " عشان", "probability": 0.9716796875}, {"start": 1654.3, "end": 1654.66, "word": " اجيسه", "probability": 0.8494140625}, {"start": 1654.66, "end": 1654.76, "word": " في", "probability": 0.9482421875}, {"start": 1654.76, "end": 1654.82, "word": " ال", "probability": 0.955078125}, {"start": 1654.82, "end": 1655.18, "word": " output", "probability": 0.98779296875}, {"start": 1655.18, "end": 1656.02, "word": " كويس", "probability": 0.7559407552083334}, {"start": 1656.02, "end": 1656.7, "word": " هذه", "probability": 0.54248046875}, {"start": 1656.7, "end": 1657.68, "word": " من", "probability": 0.98876953125}, {"start": 1657.68, "end": 1658.12, "word": " خلال", "probability": 0.9954427083333334}, {"start": 1658.12, "end": 1658.44, "word": " ال", "probability": 0.9541015625}, {"start": 1658.44, "end": 1658.72, "word": " error", "probability": 0.9150390625}, {"start": 1658.72, "end": 1658.9, "word": " اللى", "probability": 0.825439453125}, {"start": 1658.9, "end": 1659.3, "word": " بتم", "probability": 0.66650390625}, {"start": 1659.3, "end": 1659.98, "word": " بدي", "probability": 0.5115966796875}, {"start": 1659.98, "end": 1660.32, "word": " احاول", "probability": 0.87451171875}, {"start": 1660.32, "end": 1660.74, "word": " اعدل", "probability": 0.8015950520833334}, {"start": 1660.74, "end": 1661.1, "word": " مجموعة", "probability": 0.95009765625}, {"start": 1661.1, "end": 1661.24, "word": " ال", "probability": 0.99462890625}, {"start": 1661.24, "end": 1661.48, "word": " weights", "probability": 0.80908203125}], "temperature": 1.0}, {"id": 75, "seek": 168030, "start": 1662.56, "end": 1680.3, "text": "كلها دي لسه phase واحدة، ال phase الأولى، بنحاول نعدل القيم، لما أقول إن آهيك صارت مستقرة وكويسة وجيدة، بنقول خلاص stop، اتدربت يا جماعة ال neural network أو ال back propagation، ال back propagation دربت لنا ال forward propagation أو multilayer propagation", "tokens": [28820, 11296, 11778, 1829, 5296, 3794, 3224, 5574, 36764, 24401, 3660, 12399, 2423, 5574, 16247, 12610, 7578, 12399, 44945, 5016, 995, 12610, 8717, 22488, 1211, 25062, 32640, 12399, 5296, 15042, 5551, 39648, 36145, 19753, 3224, 1829, 4117, 20328, 9640, 2655, 3714, 14851, 4587, 25720, 4032, 4117, 45865, 3794, 3660, 49610, 25708, 3660, 12399, 44945, 39648, 16490, 1211, 33546, 1590, 12399, 1975, 2655, 3215, 25513, 2655, 35186, 10874, 15042, 27884, 2423, 18161, 3209, 34051, 2423, 646, 38377, 12399, 2423, 646, 38377, 11778, 25513, 2655, 5296, 8315, 2423, 2128, 38377, 34051, 2120, 388, 11167, 38377], "avg_logprob": -0.24650930930325327, "compression_ratio": 1.6331877729257642, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 1662.56, "end": 1662.9, "word": "كلها", "probability": 0.38348388671875}, {"start": 1662.9, "end": 1663.0, "word": " دي", "probability": 0.54833984375}, {"start": 1663.0, "end": 1663.2, "word": " لسه", "probability": 0.86181640625}, {"start": 1663.2, "end": 1663.46, "word": " phase", "probability": 0.60546875}, {"start": 1663.46, "end": 1663.98, "word": " واحدة،", "probability": 0.7930908203125}, {"start": 1663.98, "end": 1664.1, "word": " ال", "probability": 0.84521484375}, {"start": 1664.1, "end": 1664.26, "word": " phase", "probability": 0.42822265625}, {"start": 1664.26, "end": 1665.02, "word": " الأولى،", "probability": 0.8905029296875}, {"start": 1665.02, "end": 1665.6, "word": " بنحاول", "probability": 0.9737548828125}, {"start": 1665.6, "end": 1666.18, "word": " نعدل", "probability": 0.9117838541666666}, {"start": 1666.18, "end": 1666.96, "word": " القيم،", "probability": 0.8167317708333334}, {"start": 1666.96, "end": 1667.2, "word": " لما", "probability": 0.874267578125}, {"start": 1667.2, "end": 1667.48, "word": " أقول", "probability": 0.8828125}, {"start": 1667.48, "end": 1667.6, "word": " إن", "probability": 0.62548828125}, {"start": 1667.6, "end": 1668.0, "word": " آهيك", "probability": 0.615203857421875}, {"start": 1668.0, "end": 1668.22, "word": " صارت", "probability": 0.9189453125}, {"start": 1668.22, "end": 1668.66, "word": " مستقرة", "probability": 0.9754638671875}, {"start": 1668.66, "end": 1669.08, "word": " وكويسة", "probability": 0.880810546875}, {"start": 1669.08, "end": 1669.94, "word": " وجيدة،", "probability": 0.8194580078125}, {"start": 1669.94, "end": 1670.24, "word": " بنقول", "probability": 0.978271484375}, {"start": 1670.24, "end": 1670.52, "word": " خلاص", "probability": 0.9744466145833334}, {"start": 1670.52, "end": 1671.44, "word": " stop،", "probability": 0.6629638671875}, {"start": 1671.44, "end": 1671.92, "word": " اتدربت", "probability": 0.9548828125}, {"start": 1671.92, "end": 1671.98, "word": " يا", "probability": 0.982421875}, {"start": 1671.98, "end": 1672.4, "word": " جماعة", "probability": 0.9964192708333334}, {"start": 1672.4, "end": 1672.92, "word": " ال", "probability": 0.89697265625}, {"start": 1672.92, "end": 1673.14, "word": " neural", "probability": 0.83837890625}, {"start": 1673.14, "end": 1673.68, "word": " network", "probability": 0.96533203125}, {"start": 1673.68, "end": 1674.1, "word": " أو", "probability": 0.64892578125}, {"start": 1674.1, "end": 1674.2, "word": " ال", "probability": 0.9384765625}, {"start": 1674.2, "end": 1674.34, "word": " back", "probability": 0.74560546875}, {"start": 1674.34, "end": 1674.68, "word": " propagation،", "probability": 0.45721435546875}, {"start": 1674.68, "end": 1674.94, "word": " ال", "probability": 0.8095703125}, {"start": 1674.94, "end": 1675.2, "word": " back", "probability": 0.88623046875}, {"start": 1675.2, "end": 1675.6, "word": " propagation", "probability": 0.97509765625}, {"start": 1675.6, "end": 1676.0, "word": " دربت", "probability": 0.8561197916666666}, {"start": 1676.0, "end": 1676.26, "word": " لنا", "probability": 0.7069091796875}, {"start": 1676.26, "end": 1676.58, "word": " ال", "probability": 0.966796875}, {"start": 1676.58, "end": 1676.96, "word": " forward", "probability": 0.93994140625}, {"start": 1676.96, "end": 1678.26, "word": " propagation", "probability": 0.98486328125}, {"start": 1678.26, "end": 1679.3, "word": " أو", "probability": 0.81884765625}, {"start": 1679.3, "end": 1679.78, "word": " multilayer", "probability": 0.7428385416666666}, {"start": 1679.78, "end": 1680.3, "word": " propagation", "probability": 0.98291015625}], "temperature": 1.0}, {"id": 76, "seek": 171143, "start": 1681.89, "end": 1711.43, "text": "المرحلة التانية بدي أعمل إليها test فكمرحلة أخرى بدنا نعمل إليها عملية ال test هذه عشان نشوف أنا صحيحة مش صحيحة ففي مرحلة ال test بينجيس ال performance الحقيقة تبعها لازم أدخل إليها مجموعة أو set أو data set مختلفة عن ال data set اللي اشتغلت .. اشتغلتها في مين؟ في مرحلة ال training لأنه مش من الصح إن أنا أقوله هي نفس اللي أنت دربت .. اتدربت عليه هو نفس اللي بدي أفحصك فيه", "tokens": [45340, 2288, 5016, 37977, 16712, 7649, 10632, 4724, 16254, 5551, 25957, 1211, 11933, 20292, 11296, 1500, 6156, 4117, 29973, 5016, 37977, 5551, 34740, 7578, 47525, 8315, 8717, 25957, 1211, 11933, 20292, 11296, 6225, 42213, 10632, 2423, 1500, 29538, 6225, 8592, 7649, 8717, 8592, 38688, 41850, 20328, 5016, 1829, 5016, 3660, 37893, 20328, 5016, 1829, 5016, 3660, 6156, 41185, 3714, 2288, 5016, 37977, 2423, 1500, 49374, 7435, 1829, 3794, 2423, 3389, 21542, 38436, 28671, 6055, 3555, 3615, 11296, 5296, 31377, 2304, 5551, 3215, 9778, 1211, 11933, 20292, 11296, 3714, 7435, 2304, 2407, 27884, 34051, 992, 34051, 1412, 992, 3714, 46456, 46538, 3660, 18871, 2423, 1412, 992, 13672, 1829, 1975, 8592, 2655, 17082, 1211, 2655, 4386, 1975, 8592, 2655, 17082, 1211, 2655, 11296, 8978, 3714, 9957, 22807, 8978, 3714, 2288, 5016, 37977, 2423, 3097, 5296, 33456, 3224, 37893, 9154, 31767, 5016, 36145, 41850, 5551, 39648, 3224, 39896, 8717, 36178, 13672, 1829, 14739, 2655, 11778, 25513, 2655, 4386, 1975, 2655, 3215, 25513, 2655, 47356, 31439, 8717, 36178, 13672, 1829, 4724, 16254, 5551, 5172, 5016, 9381, 4117, 8978, 3224], "avg_logprob": -0.13955965299497952, "compression_ratio": 2.039473684210526, "no_speech_prob": 2.1457672119140625e-06, "words": [{"start": 1681.89, "end": 1682.41, "word": "المرحلة", "probability": 0.928466796875}, {"start": 1682.41, "end": 1682.63, "word": " التانية", "probability": 0.9778645833333334}, {"start": 1682.63, "end": 1682.81, "word": " بدي", "probability": 0.553466796875}, {"start": 1682.81, "end": 1683.01, "word": " أعمل", "probability": 0.8556315104166666}, {"start": 1683.01, "end": 1683.17, "word": " إليها", "probability": 0.6792805989583334}, {"start": 1683.17, "end": 1683.49, "word": " test", "probability": 0.8046875}, {"start": 1683.49, "end": 1684.75, "word": " فكمرحلة", "probability": 0.91943359375}, {"start": 1684.75, "end": 1685.25, "word": " أخرى", "probability": 0.9892578125}, {"start": 1685.25, "end": 1685.61, "word": " بدنا", "probability": 0.6207275390625}, {"start": 1685.61, "end": 1685.87, "word": " نعمل", "probability": 0.98291015625}, {"start": 1685.87, "end": 1686.17, "word": " إليها", "probability": 0.8419596354166666}, {"start": 1686.17, "end": 1686.81, "word": " عملية", "probability": 0.9757486979166666}, {"start": 1686.81, "end": 1687.01, "word": " ال", "probability": 0.958984375}, {"start": 1687.01, "end": 1687.23, "word": " test", "probability": 0.9384765625}, {"start": 1687.23, "end": 1687.67, "word": " هذه", "probability": 0.74951171875}, {"start": 1687.67, "end": 1688.41, "word": " عشان", "probability": 0.9689127604166666}, {"start": 1688.41, "end": 1688.77, "word": " نشوف", "probability": 0.984375}, {"start": 1688.77, "end": 1689.07, "word": " أنا", "probability": 0.8525390625}, {"start": 1689.07, "end": 1690.21, "word": " صحيحة", "probability": 0.9912109375}, {"start": 1690.21, "end": 1690.35, "word": " مش", "probability": 0.408935546875}, {"start": 1690.35, "end": 1690.87, "word": " صحيحة", "probability": 0.99482421875}, {"start": 1690.87, "end": 1691.31, "word": " ففي", "probability": 0.83203125}, {"start": 1691.31, "end": 1691.71, "word": " مرحلة", "probability": 0.9698486328125}, {"start": 1691.71, "end": 1691.93, "word": " ال", "probability": 0.97412109375}, {"start": 1691.93, "end": 1692.17, "word": " test", "probability": 0.97119140625}, {"start": 1692.17, "end": 1692.77, "word": " بينجيس", "probability": 0.7786865234375}, {"start": 1692.77, "end": 1692.89, "word": " ال", "probability": 0.9736328125}, {"start": 1692.89, "end": 1693.37, "word": " performance", "probability": 0.974609375}, {"start": 1693.37, "end": 1693.89, "word": " الحقيقة", "probability": 0.9329427083333334}, {"start": 1693.89, "end": 1694.49, "word": " تبعها", "probability": 0.8504638671875}, {"start": 1694.49, "end": 1695.49, "word": " لازم", "probability": 0.9171549479166666}, {"start": 1695.49, "end": 1695.85, "word": " أدخل", "probability": 0.8388671875}, {"start": 1695.85, "end": 1696.03, "word": " إليها", "probability": 0.8468424479166666}, {"start": 1696.03, "end": 1696.61, "word": " مجموعة", "probability": 0.9697265625}, {"start": 1696.61, "end": 1697.01, "word": " أو", "probability": 0.798828125}, {"start": 1697.01, "end": 1697.63, "word": " set", "probability": 0.89111328125}, {"start": 1697.63, "end": 1698.07, "word": " أو", "probability": 0.73876953125}, {"start": 1698.07, "end": 1698.27, "word": " data", "probability": 0.7822265625}, {"start": 1698.27, "end": 1698.71, "word": " set", "probability": 0.95166015625}, {"start": 1698.71, "end": 1699.37, "word": " مختلفة", "probability": 0.987060546875}, {"start": 1699.37, "end": 1699.51, "word": " عن", "probability": 0.94775390625}, {"start": 1699.51, "end": 1699.59, "word": " ال", "probability": 0.94580078125}, {"start": 1699.59, "end": 1699.75, "word": " data", "probability": 0.96923828125}, {"start": 1699.75, "end": 1700.21, "word": " set", "probability": 0.96337890625}, {"start": 1700.21, "end": 1700.69, "word": " اللي", "probability": 0.94873046875}, {"start": 1700.69, "end": 1701.27, "word": " اشتغلت", "probability": 0.9159342447916666}, {"start": 1701.27, "end": 1701.33, "word": " ..", "probability": 0.451171875}, {"start": 1701.33, "end": 1701.97, "word": " اشتغلتها", "probability": 0.8934151785714286}, {"start": 1701.97, "end": 1702.13, "word": " في", "probability": 0.95361328125}, {"start": 1702.13, "end": 1702.89, "word": " مين؟", "probability": 0.8614908854166666}, {"start": 1702.89, "end": 1703.05, "word": " في", "probability": 0.88037109375}, {"start": 1703.05, "end": 1703.57, "word": " مرحلة", "probability": 0.98583984375}, {"start": 1703.57, "end": 1703.69, "word": " ال", "probability": 0.70849609375}, {"start": 1703.69, "end": 1704.11, "word": " training", "probability": 0.96875}, {"start": 1704.11, "end": 1705.31, "word": " لأنه", "probability": 0.86474609375}, {"start": 1705.31, "end": 1705.67, "word": " مش", "probability": 0.97314453125}, {"start": 1705.67, "end": 1705.85, "word": " من", "probability": 0.99609375}, {"start": 1705.85, "end": 1706.17, "word": " الصح", "probability": 0.994140625}, {"start": 1706.17, "end": 1706.33, "word": " إن", "probability": 0.6455078125}, {"start": 1706.33, "end": 1706.53, "word": " أنا", "probability": 0.9267578125}, {"start": 1706.53, "end": 1707.21, "word": " أقوله", "probability": 0.798828125}, {"start": 1707.21, "end": 1707.35, "word": " هي", "probability": 0.83984375}, {"start": 1707.35, "end": 1707.61, "word": " نفس", "probability": 0.995361328125}, {"start": 1707.61, "end": 1707.75, "word": " اللي", "probability": 0.97607421875}, {"start": 1707.75, "end": 1707.91, "word": " أنت", "probability": 0.68115234375}, {"start": 1707.91, "end": 1708.37, "word": " دربت", "probability": 0.7565104166666666}, {"start": 1708.37, "end": 1708.47, "word": " ..", "probability": 0.56591796875}, {"start": 1708.47, "end": 1708.87, "word": " اتدربت", "probability": 0.9189453125}, {"start": 1708.87, "end": 1709.17, "word": " عليه", "probability": 0.984375}, {"start": 1709.17, "end": 1709.59, "word": " هو", "probability": 0.9619140625}, {"start": 1709.59, "end": 1709.79, "word": " نفس", "probability": 0.99755859375}, {"start": 1709.79, "end": 1709.93, "word": " اللي", "probability": 0.745361328125}, {"start": 1709.93, "end": 1710.25, "word": " بدي", "probability": 0.833740234375}, {"start": 1710.25, "end": 1711.19, "word": " أفحصك", "probability": 0.8880859375}, {"start": 1711.19, "end": 1711.43, "word": " فيه", "probability": 0.995849609375}], "temperature": 1.0}, {"id": 77, "seek": 174026, "start": 1712.18, "end": 1740.26, "text": "بالظبط كأن أنا بحفظه تحفيز كأني بحفظه تحفيز زي لما أقوله خلاص احفظ أن هذا الجلم أزرج الولد مش بالضروري أنه يعرف الأزرج هو عارف أن الجلم أزرج خلاص لأ الأصل أني أجيبله حاجة تانية لونها أزرج عشان أعرف و أفهم يعني ال concept وصل ولا ماوصلوش لما نعمل امتحان مين قال إنه الصح أني أجيب لامتحان سؤال انحل في المحاضرة بالأرقام", "tokens": [3555, 6027, 19913, 3555, 9566, 9122, 33456, 41850, 4724, 5016, 5172, 19913, 3224, 6055, 5016, 41185, 11622, 9122, 33456, 1829, 4724, 5016, 5172, 19913, 3224, 6055, 5016, 41185, 11622, 30767, 1829, 5296, 15042, 5551, 39648, 3224, 16490, 1211, 33546, 1975, 5016, 5172, 19913, 14739, 23758, 25724, 19528, 5551, 11622, 47341, 2423, 12610, 3215, 37893, 20666, 11242, 2288, 13063, 1829, 14739, 3224, 37495, 28480, 16247, 11622, 47341, 31439, 6225, 9640, 5172, 14739, 25724, 19528, 5551, 11622, 47341, 16490, 1211, 33546, 5296, 10721, 16247, 36520, 14739, 1829, 5551, 7435, 1829, 3555, 43761, 11331, 26108, 3660, 6055, 7649, 10632, 5296, 11536, 11296, 5551, 11622, 47341, 6225, 8592, 7649, 5551, 3615, 28480, 4032, 5551, 5172, 16095, 37495, 22653, 2423, 3410, 4032, 36520, 49429, 19446, 2407, 36520, 2407, 8592, 5296, 15042, 8717, 25957, 1211, 1975, 2304, 2655, 5016, 7649, 3714, 9957, 50239, 36145, 3224, 31767, 5016, 14739, 1829, 5551, 7435, 1829, 3555, 5296, 10943, 2655, 5016, 7649, 8608, 33604, 6027, 16472, 5016, 1211, 8978, 9673, 5016, 46958, 25720, 20666, 10721, 2288, 4587, 10943], "avg_logprob": -0.15190459144185986, "compression_ratio": 2.088560885608856, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1712.18, "end": 1712.92, "word": "بالظبط", "probability": 0.95595703125}, {"start": 1712.92, "end": 1713.18, "word": " كأن", "probability": 0.756591796875}, {"start": 1713.18, "end": 1713.28, "word": " أنا", "probability": 0.6064453125}, {"start": 1713.28, "end": 1713.68, "word": " بحفظه", "probability": 0.82568359375}, {"start": 1713.68, "end": 1714.14, "word": " تحفيز", "probability": 0.84716796875}, {"start": 1714.14, "end": 1714.8, "word": " كأني", "probability": 0.4906412760416667}, {"start": 1714.8, "end": 1715.2, "word": " بحفظه", "probability": 0.97314453125}, {"start": 1715.2, "end": 1715.62, "word": " تحفيز", "probability": 0.957275390625}, {"start": 1715.62, "end": 1716.8, "word": " زي", "probability": 0.919921875}, {"start": 1716.8, "end": 1717.38, "word": " لما", "probability": 0.863525390625}, {"start": 1717.38, "end": 1717.7, "word": " أقوله", "probability": 0.7822265625}, {"start": 1717.7, "end": 1717.96, "word": " خلاص", "probability": 0.9698893229166666}, {"start": 1717.96, "end": 1718.4, "word": " احفظ", "probability": 0.942626953125}, {"start": 1718.4, "end": 1718.5, "word": " أن", "probability": 0.474365234375}, {"start": 1718.5, "end": 1718.74, "word": " هذا", "probability": 0.64013671875}, {"start": 1718.74, "end": 1719.08, "word": " الجلم", "probability": 0.907470703125}, {"start": 1719.08, "end": 1719.5, "word": " أزرج", "probability": 0.8894856770833334}, {"start": 1719.5, "end": 1720.5, "word": " الولد", "probability": 0.9347330729166666}, {"start": 1720.5, "end": 1720.62, "word": " مش", "probability": 0.96533203125}, {"start": 1720.62, "end": 1721.0, "word": " بالضروري", "probability": 0.845361328125}, {"start": 1721.0, "end": 1721.14, "word": " أنه", "probability": 0.793212890625}, {"start": 1721.14, "end": 1721.36, "word": " يعرف", "probability": 0.95947265625}, {"start": 1721.36, "end": 1721.84, "word": " الأزرج", "probability": 0.9383138020833334}, {"start": 1721.84, "end": 1722.04, "word": " هو", "probability": 0.62890625}, {"start": 1722.04, "end": 1722.3, "word": " عارف", "probability": 0.9129231770833334}, {"start": 1722.3, "end": 1722.42, "word": " أن", "probability": 0.8408203125}, {"start": 1722.42, "end": 1722.74, "word": " الجلم", "probability": 0.86279296875}, {"start": 1722.74, "end": 1723.06, "word": " أزرج", "probability": 0.96435546875}, {"start": 1723.06, "end": 1723.44, "word": " خلاص", "probability": 0.953125}, {"start": 1723.44, "end": 1724.24, "word": " لأ", "probability": 0.892333984375}, {"start": 1724.24, "end": 1724.7, "word": " الأصل", "probability": 0.738525390625}, {"start": 1724.7, "end": 1724.96, "word": " أني", "probability": 0.734130859375}, {"start": 1724.96, "end": 1725.3, "word": " أجيبله", "probability": 0.89609375}, {"start": 1725.3, "end": 1725.66, "word": " حاجة", "probability": 0.9920247395833334}, {"start": 1725.66, "end": 1726.2, "word": " تانية", "probability": 0.99169921875}, {"start": 1726.2, "end": 1726.98, "word": " لونها", "probability": 0.9137369791666666}, {"start": 1726.98, "end": 1727.28, "word": " أزرج", "probability": 0.9498697916666666}, {"start": 1727.28, "end": 1727.48, "word": " عشان", "probability": 0.9578450520833334}, {"start": 1727.48, "end": 1727.76, "word": " أعرف", "probability": 0.9171549479166666}, {"start": 1727.76, "end": 1727.88, "word": " و", "probability": 0.41064453125}, {"start": 1727.88, "end": 1728.2, "word": " أفهم", "probability": 0.90087890625}, {"start": 1728.2, "end": 1728.8, "word": " يعني", "probability": 0.581298828125}, {"start": 1728.8, "end": 1729.34, "word": " ال", "probability": 0.9423828125}, {"start": 1729.34, "end": 1729.74, "word": " concept", "probability": 0.9140625}, {"start": 1729.74, "end": 1730.06, "word": " وصل", "probability": 0.974609375}, {"start": 1730.06, "end": 1730.22, "word": " ولا", "probability": 0.6083984375}, {"start": 1730.22, "end": 1730.74, "word": " ماوصلوش", "probability": 0.82568359375}, {"start": 1730.74, "end": 1732.02, "word": " لما", "probability": 0.9111328125}, {"start": 1732.02, "end": 1732.3, "word": " نعمل", "probability": 0.9912109375}, {"start": 1732.3, "end": 1733.62, "word": " امتحان", "probability": 0.9728515625}, {"start": 1733.62, "end": 1734.24, "word": " مين", "probability": 0.76904296875}, {"start": 1734.24, "end": 1734.36, "word": " قال", "probability": 0.69970703125}, {"start": 1734.36, "end": 1734.58, "word": " إنه", "probability": 0.703857421875}, {"start": 1734.58, "end": 1734.84, "word": " الصح", "probability": 0.77392578125}, {"start": 1734.84, "end": 1735.08, "word": " أني", "probability": 0.705322265625}, {"start": 1735.08, "end": 1735.3, "word": " أجيب", "probability": 0.9700927734375}, {"start": 1735.3, "end": 1735.96, "word": " لامتحان", "probability": 0.877197265625}, {"start": 1735.96, "end": 1737.22, "word": " سؤال", "probability": 0.9879557291666666}, {"start": 1737.22, "end": 1737.94, "word": " انحل", "probability": 0.93701171875}, {"start": 1737.94, "end": 1738.66, "word": " في", "probability": 0.96484375}, {"start": 1738.66, "end": 1739.62, "word": " المحاضرة", "probability": 0.9686279296875}, {"start": 1739.62, "end": 1740.26, "word": " بالأرقام", "probability": 0.9607421875}], "temperature": 1.0}, {"id": 78, "seek": 175898, "start": 1741.06, "end": 1758.98, "text": "هذا حفظ مش فهم اطلاقا .. هذا مافي .. مايله اي علاقة اطلاقا بان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان", "tokens": [3224, 15730, 11331, 5172, 19913, 37893, 6156, 16095, 1975, 9566, 15040, 4587, 995, 4386, 23758, 19446, 41185, 4386, 19446, 26895, 3224, 1975, 1829, 11203, 995, 28671, 1975, 9566, 15040, 4587, 995, 4724, 7649, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472, 16472], "avg_logprob": -0.16472222434149847, "compression_ratio": 11.8, "no_speech_prob": 0.0, "words": [{"start": 1741.0600000000002, "end": 1741.38, "word": "هذا", "probability": 0.854248046875}, {"start": 1741.38, "end": 1741.7, "word": " حفظ", "probability": 0.9871419270833334}, {"start": 1741.7, "end": 1742.5, "word": " مش", "probability": 0.71875}, {"start": 1742.5, "end": 1742.82, "word": " فهم", "probability": 0.98095703125}, {"start": 1742.82, "end": 1743.64, "word": " اطلاقا", "probability": 0.830029296875}, {"start": 1743.64, "end": 1743.66, "word": " ..", "probability": 0.229736328125}, {"start": 1743.66, "end": 1743.76, "word": " هذا", "probability": 0.277099609375}, {"start": 1743.76, "end": 1744.06, "word": " مافي", "probability": 0.78857421875}, {"start": 1744.06, "end": 1744.18, "word": " ..", "probability": 0.55322265625}, {"start": 1744.18, "end": 1744.34, "word": " مايله", "probability": 0.5672607421875}, {"start": 1744.34, "end": 1744.56, "word": " اي", "probability": 0.8466796875}, {"start": 1744.56, "end": 1744.92, "word": " علاقة", "probability": 0.9757486979166666}, {"start": 1744.92, "end": 1745.36, "word": " اطلاقا", "probability": 0.93310546875}, {"start": 1745.36, "end": 1745.92, "word": " بان", "probability": 0.6708984375}, {"start": 1745.92, "end": 1746.2, "word": " ان", "probability": 0.8662109375}, {"start": 1746.2, "end": 1746.36, "word": " ان", "probability": 0.892578125}, {"start": 1746.36, "end": 1746.38, "word": " ان", "probability": 0.7841796875}, {"start": 1746.38, "end": 1746.42, "word": " ان", "probability": 0.458984375}, {"start": 1746.42, "end": 1746.44, "word": " ان", "probability": 0.80712890625}, {"start": 1746.44, "end": 1746.44, "word": " ان", "probability": 0.9111328125}, {"start": 1746.44, "end": 1746.44, "word": " ان", "probability": 0.9345703125}, {"start": 1746.44, "end": 1746.5, "word": " ان", "probability": 0.94189453125}, {"start": 1746.5, "end": 1746.5, "word": " ان", "probability": 0.9443359375}, {"start": 1746.5, "end": 1746.5, "word": " ان", "probability": 0.947265625}, {"start": 1746.5, "end": 1746.5, "word": " ان", "probability": 0.95068359375}, {"start": 1746.5, "end": 1746.5, "word": " ان", "probability": 0.95263671875}, {"start": 1746.5, "end": 1746.5, "word": " ان", "probability": 0.95458984375}, {"start": 1746.5, "end": 1746.5, "word": " ان", "probability": 0.95556640625}, {"start": 1746.5, "end": 1746.5, "word": " ان", "probability": 0.955078125}, {"start": 1746.5, "end": 1746.52, "word": " ان", "probability": 0.95361328125}, {"start": 1746.52, "end": 1746.52, "word": " ان", "probability": 0.95068359375}, {"start": 1746.52, "end": 1746.52, "word": " ان", "probability": 0.94873046875}, {"start": 1746.52, "end": 1746.54, "word": " ان", "probability": 0.94580078125}, {"start": 1746.54, "end": 1746.54, "word": " ان", "probability": 0.94140625}, {"start": 1746.54, "end": 1746.54, "word": " ان", "probability": 0.93798828125}, {"start": 1746.54, "end": 1746.54, "word": " ان", "probability": 0.9326171875}, {"start": 1746.54, "end": 1746.54, "word": " ان", "probability": 0.93017578125}, {"start": 1746.54, "end": 1746.54, "word": " ان", "probability": 0.92626953125}, {"start": 1746.54, "end": 1746.54, "word": " ان", "probability": 0.92138671875}, {"start": 1746.54, "end": 1746.54, "word": " ان", "probability": 0.9189453125}, {"start": 1746.54, "end": 1746.56, "word": " ان", "probability": 0.91650390625}, {"start": 1746.56, "end": 1746.56, "word": " ان", "probability": 0.91455078125}, {"start": 1746.56, "end": 1746.56, "word": " ان", "probability": 0.9130859375}, {"start": 1746.56, "end": 1746.56, "word": " ان", "probability": 0.91259765625}, {"start": 1746.56, "end": 1746.56, "word": " ان", "probability": 0.9130859375}, {"start": 1746.56, "end": 1747.1, "word": " ان", "probability": 0.91015625}, {"start": 1747.1, "end": 1747.12, "word": " ان", "probability": 0.912109375}, {"start": 1747.12, "end": 1747.14, "word": " ان", "probability": 0.91162109375}, {"start": 1747.14, "end": 1747.14, "word": " ان", "probability": 0.9150390625}, {"start": 1747.14, "end": 1747.14, "word": " ان", "probability": 0.91748046875}, {"start": 1747.14, "end": 1747.14, "word": " ان", "probability": 0.9208984375}, {"start": 1747.14, "end": 1747.14, "word": " ان", "probability": 0.92626953125}, {"start": 1747.14, "end": 1747.14, "word": " ان", "probability": 0.92822265625}, {"start": 1747.14, "end": 1747.14, "word": " ان", "probability": 0.93115234375}, {"start": 1747.14, "end": 1747.42, "word": " ان", "probability": 0.93603515625}, {"start": 1747.42, "end": 1747.42, "word": " ان", "probability": 0.93994140625}, {"start": 1747.42, "end": 1747.42, "word": " ان", "probability": 0.94482421875}, {"start": 1747.42, "end": 1747.42, "word": " ان", "probability": 0.947265625}, {"start": 1747.42, "end": 1747.44, "word": " ان", "probability": 0.9501953125}, {"start": 1747.44, "end": 1747.44, "word": " ان", "probability": 0.95263671875}, {"start": 1747.44, "end": 1747.98, "word": " ان", "probability": 0.95361328125}, {"start": 1747.98, "end": 1747.98, "word": " ان", "probability": 0.95751953125}, {"start": 1747.98, "end": 1747.98, "word": " ان", "probability": 0.958984375}, {"start": 1747.98, "end": 1747.98, "word": " ان", "probability": 0.96142578125}, {"start": 1747.98, "end": 1747.98, "word": " ان", "probability": 0.9619140625}, {"start": 1747.98, "end": 1747.98, "word": " ان", "probability": 0.9638671875}, {"start": 1747.98, "end": 1747.98, "word": " ان", "probability": 0.96435546875}, {"start": 1747.98, "end": 1747.98, "word": " ان", "probability": 0.9658203125}, {"start": 1747.98, "end": 1747.98, "word": " ان", "probability": 0.9658203125}, {"start": 1747.98, "end": 1747.98, "word": " ان", "probability": 0.9658203125}, {"start": 1747.98, "end": 1747.98, "word": " ان", "probability": 0.96728515625}, {"start": 1747.98, "end": 1747.98, "word": " ان", "probability": 0.966796875}, {"start": 1747.98, "end": 1747.98, "word": " ان", "probability": 0.966796875}, {"start": 1747.98, "end": 1748.5, "word": " ان", "probability": 0.966796875}, {"start": 1748.5, "end": 1748.5, "word": " ان", "probability": 0.966796875}, {"start": 1748.5, "end": 1748.5, "word": " ان", "probability": 0.96630859375}, {"start": 1748.5, "end": 1748.5, "word": " ان", "probability": 0.96484375}, {"start": 1748.5, "end": 1748.54, "word": " ان", "probability": 0.9658203125}, {"start": 1748.54, "end": 1748.54, "word": " ان", "probability": 0.96484375}, {"start": 1748.54, "end": 1748.54, "word": " ان", "probability": 0.96484375}, {"start": 1748.54, "end": 1748.54, "word": " ان", "probability": 0.96337890625}, {"start": 1748.54, "end": 1748.54, "word": " ان", "probability": 0.96337890625}, {"start": 1748.54, "end": 1748.56, "word": " ان", "probability": 0.962890625}, {"start": 1748.56, "end": 1748.56, "word": " ان", "probability": 0.96142578125}, {"start": 1748.56, "end": 1748.56, "word": " ان", "probability": 0.9609375}, {"start": 1748.56, "end": 1748.56, "word": " ان", "probability": 0.958984375}, {"start": 1748.56, "end": 1748.56, "word": " ان", "probability": 0.958984375}, {"start": 1748.56, "end": 1748.56, "word": " ان", "probability": 0.95849609375}, {"start": 1748.56, "end": 1748.56, "word": " ان", "probability": 0.95654296875}, {"start": 1748.56, "end": 1748.56, "word": " ان", "probability": 0.9580078125}, {"start": 1748.56, "end": 1748.56, "word": " ان", "probability": 0.95556640625}, {"start": 1748.56, "end": 1748.56, "word": " ان", "probability": 0.9541015625}, {"start": 1748.56, "end": 1748.56, "word": " ان", "probability": 0.9541015625}, {"start": 1748.56, "end": 1748.56, "word": " ان", "probability": 0.9521484375}, {"start": 1748.56, "end": 1748.56, "word": " ان", "probability": 0.951171875}, {"start": 1748.56, "end": 1748.82, "word": " ان", "probability": 0.94921875}, {"start": 1748.82, "end": 1748.84, "word": " ان", "probability": 0.947265625}, {"start": 1748.84, "end": 1748.84, "word": " ان", "probability": 0.94580078125}, {"start": 1748.84, "end": 1748.84, "word": " ان", "probability": 0.9443359375}, {"start": 1748.84, "end": 1748.84, "word": " ان", "probability": 0.94384765625}, {"start": 1748.84, "end": 1748.94, "word": " ان", "probability": 0.9423828125}, {"start": 1748.94, "end": 1748.94, "word": " ان", "probability": 0.94189453125}, {"start": 1748.94, "end": 1748.94, "word": " ان", "probability": 0.9384765625}, {"start": 1748.94, "end": 1748.94, "word": " ان", "probability": 0.93701171875}, {"start": 1748.94, "end": 1748.94, "word": " ان", "probability": 0.93505859375}, {"start": 1748.94, "end": 1749.0, "word": " ان", "probability": 0.93359375}, {"start": 1749.0, "end": 1749.0, "word": " ان", "probability": 0.93310546875}, {"start": 1749.0, "end": 1749.0, "word": " ان", "probability": 0.9306640625}, {"start": 1749.0, "end": 1749.0, "word": " ان", "probability": 0.927734375}, {"start": 1749.0, "end": 1749.0, "word": " ان", "probability": 0.9267578125}, {"start": 1749.0, "end": 1749.0, "word": " ان", "probability": 0.92431640625}, {"start": 1749.0, "end": 1749.0, "word": " ان", "probability": 0.92236328125}, {"start": 1749.0, "end": 1749.0, "word": " ان", "probability": 0.9189453125}, {"start": 1749.0, "end": 1749.0, "word": " ان", "probability": 0.91845703125}, {"start": 1749.0, "end": 1749.0, "word": " ان", "probability": 0.9130859375}, {"start": 1749.0, "end": 1749.0, "word": " ان", "probability": 0.91357421875}, {"start": 1749.0, "end": 1749.0, "word": " ان", "probability": 0.91259765625}, {"start": 1749.0, "end": 1749.0, "word": " ان", "probability": 0.9111328125}, {"start": 1749.0, "end": 1749.0, "word": " ان", "probability": 0.91064453125}, {"start": 1749.0, "end": 1749.02, "word": " ان", "probability": 0.9072265625}, {"start": 1749.02, "end": 1749.02, "word": " ان", "probability": 0.90478515625}, {"start": 1749.02, "end": 1749.02, "word": " ان", "probability": 0.90576171875}, {"start": 1749.02, "end": 1749.02, "word": " ان", "probability": 0.8974609375}, {"start": 1749.02, "end": 1749.02, "word": " ان", "probability": 0.89697265625}, {"start": 1749.02, "end": 1749.02, "word": " ان", "probability": 0.89501953125}, {"start": 1749.02, "end": 1749.02, "word": " ان", "probability": 0.8935546875}, {"start": 1749.02, "end": 1749.02, "word": " ان", "probability": 0.89013671875}, {"start": 1749.02, "end": 1749.04, "word": " ان", "probability": 0.88720703125}, {"start": 1749.04, "end": 1749.04, "word": " ان", "probability": 0.88330078125}, {"start": 1749.04, "end": 1750.78, "word": " ان", "probability": 0.88232421875}, {"start": 1750.78, "end": 1752.04, "word": " ان", "probability": 0.88427734375}, {"start": 1752.04, "end": 1752.04, "word": " ان", "probability": 0.880859375}, {"start": 1752.04, "end": 1752.04, "word": " ان", "probability": 0.87841796875}, {"start": 1752.04, "end": 1752.04, "word": " ان", "probability": 0.87109375}, {"start": 1752.04, "end": 1752.04, "word": " ان", "probability": 0.8720703125}, {"start": 1752.04, "end": 1752.04, "word": " ان", "probability": 0.8681640625}, {"start": 1752.04, "end": 1752.04, "word": " ان", "probability": 0.865234375}, {"start": 1752.04, "end": 1752.04, "word": " ان", "probability": 0.86181640625}, {"start": 1752.04, "end": 1752.04, "word": " ان", "probability": 0.86328125}, {"start": 1752.04, "end": 1752.04, "word": " ان", "probability": 0.85693359375}, {"start": 1752.04, "end": 1752.04, "word": " ان", "probability": 0.85302734375}, {"start": 1752.04, "end": 1752.04, "word": " ان", "probability": 0.849609375}, {"start": 1752.04, "end": 1752.04, "word": " ان", "probability": 0.85107421875}, {"start": 1752.04, "end": 1752.04, "word": " ان", "probability": 0.8564453125}, {"start": 1752.04, "end": 1752.04, "word": " ان", "probability": 0.8515625}, {"start": 1752.04, "end": 1752.04, "word": " ان", "probability": 0.8505859375}, {"start": 1752.04, "end": 1752.04, "word": " ان", "probability": 0.85400390625}, {"start": 1752.04, "end": 1752.06, "word": " ان", "probability": 0.84912109375}, {"start": 1752.06, "end": 1752.06, "word": " ان", "probability": 0.84912109375}, {"start": 1752.06, "end": 1752.06, "word": " ان", "probability": 0.85009765625}, {"start": 1752.06, "end": 1752.26, "word": " ان", "probability": 0.85400390625}, {"start": 1752.26, "end": 1752.26, "word": " ان", "probability": 0.85009765625}, {"start": 1752.26, "end": 1752.26, "word": " ان", "probability": 0.841796875}, {"start": 1752.26, "end": 1752.26, "word": " ان", "probability": 0.8466796875}, {"start": 1752.26, "end": 1752.26, "word": " ان", "probability": 0.8359375}, {"start": 1752.26, "end": 1752.26, "word": " ان", "probability": 0.82666015625}, {"start": 1752.26, "end": 1752.26, "word": " ان", "probability": 0.83203125}, {"start": 1752.26, "end": 1752.26, "word": " ان", "probability": 0.8330078125}, {"start": 1752.26, "end": 1752.26, "word": " ان", "probability": 0.82666015625}, {"start": 1752.26, "end": 1752.26, "word": " ان", "probability": 0.82373046875}, {"start": 1752.26, "end": 1752.26, "word": " ان", "probability": 0.83203125}, {"start": 1752.26, "end": 1752.26, "word": " ان", "probability": 0.8291015625}, {"start": 1752.26, "end": 1752.26, "word": " ان", "probability": 0.82080078125}, {"start": 1752.26, "end": 1752.26, "word": " ان", "probability": 0.826171875}, {"start": 1752.26, "end": 1752.26, "word": " ان", "probability": 0.8203125}, {"start": 1752.26, "end": 1752.26, "word": " ان", "probability": 0.814453125}, {"start": 1752.26, "end": 1752.26, "word": " ان", "probability": 0.81005859375}, {"start": 1752.26, "end": 1752.26, "word": " ان", "probability": 0.8095703125}, {"start": 1752.26, "end": 1752.26, "word": " ان", "probability": 0.8076171875}, {"start": 1752.26, "end": 1757.04, "word": " ان", "probability": 0.80224609375}, {"start": 1757.04, "end": 1757.04, "word": " ان", "probability": 0.80810546875}, {"start": 1757.04, "end": 1757.04, "word": " ان", "probability": 0.802734375}, {"start": 1757.04, "end": 1757.04, "word": " ان", "probability": 0.80126953125}, {"start": 1757.04, "end": 1757.04, "word": " ان", "probability": 0.7939453125}, {"start": 1757.04, "end": 1757.04, "word": " ان", "probability": 0.794921875}, {"start": 1757.04, "end": 1757.04, "word": " ان", "probability": 0.79052734375}, {"start": 1757.04, "end": 1757.04, "word": " ان", "probability": 0.7861328125}, {"start": 1757.04, "end": 1757.04, "word": " ان", "probability": 0.76904296875}, {"start": 1757.04, "end": 1757.04, "word": " ان", "probability": 0.75634765625}, {"start": 1757.04, "end": 1757.04, "word": " ان", "probability": 0.76123046875}, {"start": 1757.04, "end": 1757.04, "word": " ان", "probability": 0.744140625}, {"start": 1757.04, "end": 1757.04, "word": " ان", "probability": 0.75390625}, {"start": 1757.04, "end": 1757.04, "word": " ان", "probability": 0.75390625}, {"start": 1757.04, "end": 1757.04, "word": " ان", "probability": 0.75244140625}, {"start": 1757.04, "end": 1757.04, "word": " ان", "probability": 0.73095703125}, {"start": 1757.04, "end": 1757.04, "word": " ان", "probability": 0.7294921875}, {"start": 1757.04, "end": 1757.04, "word": " ان", "probability": 0.7177734375}, {"start": 1757.04, "end": 1757.04, "word": " ان", "probability": 0.7021484375}, {"start": 1757.04, "end": 1757.04, "word": " ان", "probability": 0.71484375}, {"start": 1757.04, "end": 1757.04, "word": " ان", "probability": 0.69091796875}, {"start": 1757.04, "end": 1757.04, "word": " ان", "probability": 0.68408203125}, {"start": 1757.04, "end": 1757.04, "word": " ان", "probability": 0.68994140625}, {"start": 1757.04, "end": 1757.04, "word": " ان", "probability": 0.68603515625}, {"start": 1757.04, "end": 1757.04, "word": " ان", "probability": 0.669921875}, {"start": 1757.04, "end": 1757.04, "word": " ان", "probability": 0.66650390625}, {"start": 1757.04, "end": 1757.04, "word": " ان", "probability": 0.6611328125}, {"start": 1757.04, "end": 1757.04, "word": " ان", "probability": 0.6630859375}, {"start": 1757.04, "end": 1757.04, "word": " ان", "probability": 0.6572265625}, {"start": 1757.04, "end": 1757.04, "word": " ان", "probability": 0.63525390625}, {"start": 1757.04, "end": 1757.06, "word": " ان", "probability": 0.6748046875}, {"start": 1757.06, "end": 1758.98, "word": " ان", "probability": 0.64501953125}, {"start": 1758.98, "end": 1758.98, "word": " ان", "probability": 0.6357421875}, {"start": 1758.98, "end": 1758.98, "word": " ان", "probability": 0.65625}, {"start": 1758.98, "end": 1758.98, "word": " ان", "probability": 0.6416015625}, {"start": 1758.98, "end": 1758.98, "word": " ان", "probability": 0.6044921875}], "temperature": 1.0}, {"id": 79, "seek": 178354, "start": 1767.42, "end": 1783.54, "text": "اللي حيصير كالتالي في أول مرحلة اللي هي مرحلة ال training phase بندخل ال input من ال input layer ل ال hidden ل ال output فهذه بنسميها input signals input وصار اسمها forward", "tokens": [6027, 20292, 11331, 1829, 9381, 13546, 9122, 6027, 2655, 6027, 1829, 8978, 5551, 12610, 3714, 2288, 5016, 37977, 13672, 1829, 39896, 3714, 2288, 5016, 37977, 2423, 3097, 5574, 44945, 3215, 9778, 1211, 2423, 4846, 9154, 2423, 4846, 4583, 5296, 2423, 7633, 5296, 2423, 5598, 6156, 3224, 24192, 44945, 38251, 1829, 11296, 4846, 12354, 4846, 4032, 9381, 9640, 24525, 2304, 11296, 2128], "avg_logprob": -0.19140625456648488, "compression_ratio": 1.5308641975308641, "no_speech_prob": 0.0, "words": [{"start": 1767.42, "end": 1767.7, "word": "اللي", "probability": 0.779541015625}, {"start": 1767.7, "end": 1768.0, "word": " حيصير", "probability": 0.57623291015625}, {"start": 1768.0, "end": 1768.58, "word": " كالتالي", "probability": 0.88486328125}, {"start": 1768.58, "end": 1769.42, "word": " في", "probability": 0.72998046875}, {"start": 1769.42, "end": 1769.78, "word": " أول", "probability": 0.900634765625}, {"start": 1769.78, "end": 1770.2, "word": " مرحلة", "probability": 0.9931640625}, {"start": 1770.2, "end": 1770.34, "word": " اللي", "probability": 0.783203125}, {"start": 1770.34, "end": 1770.48, "word": " هي", "probability": 0.93017578125}, {"start": 1770.48, "end": 1771.0, "word": " مرحلة", "probability": 0.9476318359375}, {"start": 1771.0, "end": 1771.66, "word": " ال", "probability": 0.79541015625}, {"start": 1771.66, "end": 1772.3, "word": " training", "probability": 0.8515625}, {"start": 1772.3, "end": 1772.9, "word": " phase", "probability": 0.83447265625}, {"start": 1772.9, "end": 1774.12, "word": " بندخل", "probability": 0.86334228515625}, {"start": 1774.12, "end": 1774.22, "word": " ال", "probability": 0.96044921875}, {"start": 1774.22, "end": 1774.6, "word": " input", "probability": 0.9775390625}, {"start": 1774.6, "end": 1775.18, "word": " من", "probability": 0.970703125}, {"start": 1775.18, "end": 1775.56, "word": " ال", "probability": 0.650390625}, {"start": 1775.56, "end": 1775.78, "word": " input", "probability": 0.94091796875}, {"start": 1775.78, "end": 1776.14, "word": " layer", "probability": 0.92578125}, {"start": 1776.14, "end": 1776.7, "word": " ل", "probability": 0.475830078125}, {"start": 1776.7, "end": 1777.4, "word": " ال", "probability": 0.609375}, {"start": 1777.4, "end": 1777.66, "word": " hidden", "probability": 0.91552734375}, {"start": 1777.66, "end": 1778.2, "word": " ل", "probability": 0.66357421875}, {"start": 1778.2, "end": 1778.64, "word": " ال", "probability": 0.7216796875}, {"start": 1778.64, "end": 1779.08, "word": " output", "probability": 0.9814453125}, {"start": 1779.08, "end": 1779.38, "word": " فهذه", "probability": 0.8221028645833334}, {"start": 1779.38, "end": 1779.8, "word": " بنسميها", "probability": 0.906005859375}, {"start": 1779.8, "end": 1780.24, "word": " input", "probability": 0.984375}, {"start": 1780.24, "end": 1780.98, "word": " signals", "probability": 0.95361328125}, {"start": 1780.98, "end": 1782.34, "word": " input", "probability": 0.9287109375}, {"start": 1782.34, "end": 1782.84, "word": " وصار", "probability": 0.7237141927083334}, {"start": 1782.84, "end": 1783.1, "word": " اسمها", "probability": 0.9366861979166666}, {"start": 1783.1, "end": 1783.54, "word": " forward", "probability": 0.86767578125}], "temperature": 1.0}, {"id": 80, "seek": 180610, "start": 1784.88, "end": 1806.1, "text": "forward لـ three layers هالواجهة ال error اللي حصلنا عليه هنا هو الوحيد اللي أنا بقدر أقول عليه error لأن أنا مش عارف هنا جدش لازم يكون ال error ل ال hidden أنا ما بعرف فبالنسبة للشبكة اللي هنا مجموعة ال weights اللي هنا الأوزان اللي هنا من خلال ال error هذا بقدر أعدلهم مافيش مشكلة بنعدلهم هنا لكن المشكلة فيها دول", "tokens": [2994, 1007, 5296, 39184, 1045, 7914, 8032, 6027, 2407, 26108, 3224, 3660, 2423, 6713, 13672, 1829, 11331, 36520, 8315, 47356, 34105, 31439, 2423, 2407, 5016, 25708, 13672, 1829, 41850, 4724, 28543, 2288, 5551, 39648, 47356, 6713, 5296, 33456, 41850, 37893, 6225, 9640, 5172, 34105, 10874, 3215, 8592, 5296, 31377, 2304, 7251, 30544, 2423, 6713, 5296, 2423, 7633, 41850, 19446, 45030, 28480, 6156, 3555, 6027, 1863, 35457, 3660, 24976, 8592, 3555, 4117, 3660, 13672, 1829, 34105, 3714, 7435, 2304, 2407, 27884, 2423, 17443, 13672, 1829, 34105, 16247, 2407, 11622, 7649, 13672, 1829, 34105, 9154, 16490, 1211, 6027, 2423, 6713, 23758, 4724, 28543, 2288, 5551, 22488, 1211, 16095, 19446, 41185, 8592, 37893, 28820, 3660, 44945, 22488, 1211, 16095, 34105, 44381, 9673, 8592, 28820, 3660, 8978, 11296, 11778, 12610], "avg_logprob": -0.1542814988789596, "compression_ratio": 1.9770992366412214, "no_speech_prob": 2.682209014892578e-06, "words": [{"start": 1784.88, "end": 1785.4, "word": "forward", "probability": 0.415283203125}, {"start": 1785.4, "end": 1785.92, "word": " لـ", "probability": 0.443115234375}, {"start": 1785.92, "end": 1786.1, "word": " three", "probability": 0.51513671875}, {"start": 1786.1, "end": 1786.42, "word": " layers", "probability": 0.8623046875}, {"start": 1786.42, "end": 1786.96, "word": " هالواجهة", "probability": 0.634765625}, {"start": 1786.96, "end": 1787.1, "word": " ال", "probability": 0.69091796875}, {"start": 1787.1, "end": 1787.32, "word": " error", "probability": 0.8115234375}, {"start": 1787.32, "end": 1787.72, "word": " اللي", "probability": 0.892333984375}, {"start": 1787.72, "end": 1788.32, "word": " حصلنا", "probability": 0.9112955729166666}, {"start": 1788.32, "end": 1788.54, "word": " عليه", "probability": 0.984375}, {"start": 1788.54, "end": 1788.86, "word": " هنا", "probability": 0.98583984375}, {"start": 1788.86, "end": 1789.32, "word": " هو", "probability": 0.9375}, {"start": 1789.32, "end": 1789.64, "word": " الوحيد", "probability": 0.9552001953125}, {"start": 1789.64, "end": 1789.78, "word": " اللي", "probability": 0.991943359375}, {"start": 1789.78, "end": 1789.88, "word": " أنا", "probability": 0.54736328125}, {"start": 1789.88, "end": 1790.2, "word": " بقدر", "probability": 0.96533203125}, {"start": 1790.2, "end": 1790.42, "word": " أقول", "probability": 0.7255859375}, {"start": 1790.42, "end": 1790.62, "word": " عليه", "probability": 0.98095703125}, {"start": 1790.62, "end": 1790.92, "word": " error", "probability": 0.9501953125}, {"start": 1790.92, "end": 1791.34, "word": " لأن", "probability": 0.757080078125}, {"start": 1791.34, "end": 1791.46, "word": " أنا", "probability": 0.875}, {"start": 1791.46, "end": 1791.62, "word": " مش", "probability": 0.97900390625}, {"start": 1791.62, "end": 1791.9, "word": " عارف", "probability": 0.9949544270833334}, {"start": 1791.9, "end": 1792.06, "word": " هنا", "probability": 0.947265625}, {"start": 1792.06, "end": 1792.32, "word": " جدش", "probability": 0.91943359375}, {"start": 1792.32, "end": 1792.54, "word": " لازم", "probability": 0.9845377604166666}, {"start": 1792.54, "end": 1792.7, "word": " يكون", "probability": 0.976318359375}, {"start": 1792.7, "end": 1792.82, "word": " ال", "probability": 0.8251953125}, {"start": 1792.82, "end": 1793.08, "word": " error", "probability": 0.943359375}, {"start": 1793.08, "end": 1793.58, "word": " ل", "probability": 0.432861328125}, {"start": 1793.58, "end": 1793.68, "word": " ال", "probability": 0.5693359375}, {"start": 1793.68, "end": 1793.92, "word": " hidden", "probability": 0.90966796875}, {"start": 1793.92, "end": 1794.38, "word": " أنا", "probability": 0.57861328125}, {"start": 1794.38, "end": 1794.54, "word": " ما", "probability": 0.7353515625}, {"start": 1794.54, "end": 1794.92, "word": " بعرف", "probability": 0.94970703125}, {"start": 1794.92, "end": 1796.0, "word": " فبالنسبة", "probability": 0.9701334635416666}, {"start": 1796.0, "end": 1797.08, "word": " للشبكة", "probability": 0.91611328125}, {"start": 1797.08, "end": 1797.18, "word": " اللي", "probability": 0.976318359375}, {"start": 1797.18, "end": 1797.44, "word": " هنا", "probability": 0.9951171875}, {"start": 1797.44, "end": 1798.1, "word": " مجموعة", "probability": 0.95546875}, {"start": 1798.1, "end": 1798.24, "word": " ال", "probability": 0.99560546875}, {"start": 1798.24, "end": 1798.5, "word": " weights", "probability": 0.8427734375}, {"start": 1798.5, "end": 1798.74, "word": " اللي", "probability": 0.98779296875}, {"start": 1798.74, "end": 1798.96, "word": " هنا", "probability": 0.99560546875}, {"start": 1798.96, "end": 1799.88, "word": " الأوزان", "probability": 0.9698486328125}, {"start": 1799.88, "end": 1800.04, "word": " اللي", "probability": 0.991943359375}, {"start": 1800.04, "end": 1800.28, "word": " هنا", "probability": 0.99609375}, {"start": 1800.28, "end": 1800.8, "word": " من", "probability": 0.98828125}, {"start": 1800.8, "end": 1801.14, "word": " خلال", "probability": 0.9972330729166666}, {"start": 1801.14, "end": 1801.28, "word": " ال", "probability": 0.9658203125}, {"start": 1801.28, "end": 1801.5, "word": " error", "probability": 0.9482421875}, {"start": 1801.5, "end": 1801.74, "word": " هذا", "probability": 0.8486328125}, {"start": 1801.74, "end": 1802.1, "word": " بقدر", "probability": 0.9856770833333334}, {"start": 1802.1, "end": 1802.62, "word": " أعدلهم", "probability": 0.852294921875}, {"start": 1802.62, "end": 1803.0, "word": " مافيش", "probability": 0.80322265625}, {"start": 1803.0, "end": 1803.7, "word": " مشكلة", "probability": 0.9895833333333334}, {"start": 1803.7, "end": 1804.46, "word": " بنعدلهم", "probability": 0.903076171875}, {"start": 1804.46, "end": 1804.68, "word": " هنا", "probability": 0.99169921875}, {"start": 1804.68, "end": 1805.24, "word": " لكن", "probability": 0.8798828125}, {"start": 1805.24, "end": 1805.64, "word": " المشكلة", "probability": 0.997314453125}, {"start": 1805.64, "end": 1805.84, "word": " فيها", "probability": 0.777587890625}, {"start": 1805.84, "end": 1806.1, "word": " دول", "probability": 0.970703125}], "temperature": 1.0}, {"id": 81, "seek": 182693, "start": 1806.77, "end": 1826.93, "text": "بتعني ال input ما بقدر اعدلهم بناء على ال error هذا لحاله فعشان هيك الأن بدنا نعمل عملية امتشار propagation لما يماثل هذا ال error بس بالعكس فأول ما هنبدأ ال error هنطلعه من ال output للشبكة اللي أقرب لل output", "tokens": [3555, 2655, 3615, 22653, 2423, 4846, 19446, 4724, 28543, 2288, 1975, 22488, 1211, 16095, 44945, 16606, 15844, 2423, 6713, 23758, 5296, 5016, 6027, 3224, 6156, 3615, 8592, 7649, 39896, 4117, 16247, 1863, 47525, 8315, 8717, 25957, 1211, 6225, 42213, 10632, 1975, 2304, 2655, 8592, 9640, 38377, 5296, 15042, 7251, 2304, 5718, 104, 1211, 23758, 2423, 6713, 4724, 3794, 20666, 3615, 4117, 3794, 6156, 10721, 12610, 19446, 8032, 1863, 44510, 10721, 2423, 6713, 8032, 1863, 9566, 1211, 3615, 3224, 9154, 2423, 5598, 24976, 8592, 3555, 4117, 3660, 13672, 1829, 5551, 4587, 25513, 24976, 5598], "avg_logprob": -0.13148272005801506, "compression_ratio": 1.6600985221674878, "no_speech_prob": 7.748603820800781e-07, "words": [{"start": 1806.77, "end": 1807.07, "word": "بتعني", "probability": 0.5789794921875}, {"start": 1807.07, "end": 1807.21, "word": " ال", "probability": 0.92822265625}, {"start": 1807.21, "end": 1807.59, "word": " input", "probability": 0.95458984375}, {"start": 1807.59, "end": 1807.97, "word": " ما", "probability": 0.489013671875}, {"start": 1807.97, "end": 1808.29, "word": " بقدر", "probability": 0.9537760416666666}, {"start": 1808.29, "end": 1808.81, "word": " اعدلهم", "probability": 0.7791748046875}, {"start": 1808.81, "end": 1809.43, "word": " بناء", "probability": 0.90771484375}, {"start": 1809.43, "end": 1809.65, "word": " على", "probability": 0.638671875}, {"start": 1809.65, "end": 1809.79, "word": " ال", "probability": 0.96826171875}, {"start": 1809.79, "end": 1809.99, "word": " error", "probability": 0.9072265625}, {"start": 1809.99, "end": 1810.25, "word": " هذا", "probability": 0.86181640625}, {"start": 1810.25, "end": 1810.77, "word": " لحاله", "probability": 0.983642578125}, {"start": 1810.77, "end": 1811.51, "word": " فعشان", "probability": 0.9249267578125}, {"start": 1811.51, "end": 1811.75, "word": " هيك", "probability": 0.916748046875}, {"start": 1811.75, "end": 1812.27, "word": " الأن", "probability": 0.548919677734375}, {"start": 1812.27, "end": 1812.51, "word": " بدنا", "probability": 0.873291015625}, {"start": 1812.51, "end": 1812.75, "word": " نعمل", "probability": 0.9952799479166666}, {"start": 1812.75, "end": 1813.21, "word": " عملية", "probability": 0.9757486979166666}, {"start": 1813.21, "end": 1814.33, "word": " امتشار", "probability": 0.90146484375}, {"start": 1814.33, "end": 1815.17, "word": " propagation", "probability": 0.8984375}, {"start": 1815.17, "end": 1816.89, "word": " لما", "probability": 0.83642578125}, {"start": 1816.89, "end": 1817.57, "word": " يماثل", "probability": 0.9626953125}, {"start": 1817.57, "end": 1817.79, "word": " هذا", "probability": 0.9755859375}, {"start": 1817.79, "end": 1817.95, "word": " ال", "probability": 0.970703125}, {"start": 1817.95, "end": 1818.27, "word": " error", "probability": 0.92333984375}, {"start": 1818.27, "end": 1820.11, "word": " بس", "probability": 0.971435546875}, {"start": 1820.11, "end": 1820.75, "word": " بالعكس", "probability": 0.9925537109375}, {"start": 1820.75, "end": 1821.35, "word": " فأول", "probability": 0.9173177083333334}, {"start": 1821.35, "end": 1821.45, "word": " ما", "probability": 0.94775390625}, {"start": 1821.45, "end": 1821.95, "word": " هنبدأ", "probability": 0.92138671875}, {"start": 1821.95, "end": 1822.09, "word": " ال", "probability": 0.95703125}, {"start": 1822.09, "end": 1822.37, "word": " error", "probability": 0.9462890625}, {"start": 1822.37, "end": 1823.51, "word": " هنطلعه", "probability": 0.9672037760416666}, {"start": 1823.51, "end": 1824.05, "word": " من", "probability": 0.99609375}, {"start": 1824.05, "end": 1824.23, "word": " ال", "probability": 0.9638671875}, {"start": 1824.23, "end": 1824.75, "word": " output", "probability": 0.9755859375}, {"start": 1824.75, "end": 1825.87, "word": " للشبكة", "probability": 0.871630859375}, {"start": 1825.87, "end": 1826.07, "word": " اللي", "probability": 0.9111328125}, {"start": 1826.07, "end": 1826.43, "word": " أقرب", "probability": 0.9275716145833334}, {"start": 1826.43, "end": 1826.61, "word": " لل", "probability": 0.96337890625}, {"start": 1826.61, "end": 1826.93, "word": " output", "probability": 0.9951171875}], "temperature": 1.0}, {"id": 82, "seek": 185159, "start": 1828.05, "end": 1851.59, "text": "عشان نعدل بناء عليه مجموعة الأوزان اللي هنا ثم ال error نفسه بالأوزان الجديدة بحاول أضربه بالأوزان الجديدة عشان يعطيني error هنا هذا ال error برضه بعمله عملية معالجة بحيث أنه يكون هو اللي أقرب للواقع تأثيرا على ال weights اللي هنا فطريقة التفكير صارت بالعكس", "tokens": [3615, 8592, 7649, 8717, 22488, 1211, 44945, 16606, 47356, 3714, 7435, 2304, 2407, 27884, 16247, 2407, 11622, 7649, 13672, 1829, 34105, 38637, 2304, 2423, 6713, 8717, 36178, 3224, 20666, 10721, 2407, 11622, 7649, 25724, 16254, 41891, 4724, 5016, 995, 12610, 5551, 11242, 25513, 3224, 20666, 10721, 2407, 11622, 7649, 25724, 16254, 41891, 6225, 8592, 7649, 37495, 9566, 1829, 22653, 6713, 34105, 23758, 2423, 6713, 4724, 43042, 3224, 4724, 25957, 43761, 6225, 42213, 10632, 20449, 6027, 7435, 3660, 4724, 5016, 1829, 12984, 14739, 3224, 7251, 30544, 31439, 13672, 1829, 5551, 4587, 25513, 24976, 14407, 4587, 3615, 6055, 10721, 12984, 13546, 995, 15844, 2423, 17443, 13672, 1829, 34105, 6156, 9566, 16572, 28671, 16712, 5172, 4117, 13546, 20328, 9640, 2655, 20666, 3615, 4117, 3794], "avg_logprob": -0.07652407609781281, "compression_ratio": 1.9267241379310345, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 1828.05, "end": 1828.45, "word": "عشان", "probability": 0.9822591145833334}, {"start": 1828.45, "end": 1828.99, "word": " نعدل", "probability": 0.6400553385416666}, {"start": 1828.99, "end": 1829.29, "word": " بناء", "probability": 0.89990234375}, {"start": 1829.29, "end": 1829.59, "word": " عليه", "probability": 0.5283203125}, {"start": 1829.59, "end": 1830.23, "word": " مجموعة", "probability": 0.93466796875}, {"start": 1830.23, "end": 1831.59, "word": " الأوزان", "probability": 0.9656982421875}, {"start": 1831.59, "end": 1831.85, "word": " اللي", "probability": 0.927978515625}, {"start": 1831.85, "end": 1832.09, "word": " هنا", "probability": 0.98779296875}, {"start": 1832.09, "end": 1833.35, "word": " ثم", "probability": 0.8740234375}, {"start": 1833.35, "end": 1834.09, "word": " ال", "probability": 0.9072265625}, {"start": 1834.09, "end": 1834.35, "word": " error", "probability": 0.70654296875}, {"start": 1834.35, "end": 1834.97, "word": " نفسه", "probability": 0.9944661458333334}, {"start": 1834.97, "end": 1836.15, "word": " بالأوزان", "probability": 0.9783203125}, {"start": 1836.15, "end": 1836.73, "word": " الجديدة", "probability": 0.9583333333333334}, {"start": 1836.73, "end": 1837.35, "word": " بحاول", "probability": 0.9385986328125}, {"start": 1837.35, "end": 1837.69, "word": " أضربه", "probability": 0.94287109375}, {"start": 1837.69, "end": 1837.97, "word": " بالأوزان", "probability": 0.98486328125}, {"start": 1837.97, "end": 1838.27, "word": " الجديدة", "probability": 0.97119140625}, {"start": 1838.27, "end": 1838.45, "word": " عشان", "probability": 0.9739583333333334}, {"start": 1838.45, "end": 1838.81, "word": " يعطيني", "probability": 0.8389892578125}, {"start": 1838.81, "end": 1839.11, "word": " error", "probability": 0.96826171875}, {"start": 1839.11, "end": 1839.79, "word": " هنا", "probability": 0.99072265625}, {"start": 1839.79, "end": 1841.01, "word": " هذا", "probability": 0.81689453125}, {"start": 1841.01, "end": 1841.15, "word": " ال", "probability": 0.98046875}, {"start": 1841.15, "end": 1841.45, "word": " error", "probability": 0.91162109375}, {"start": 1841.45, "end": 1842.05, "word": " برضه", "probability": 0.9832356770833334}, {"start": 1842.05, "end": 1842.43, "word": " بعمله", "probability": 0.74951171875}, {"start": 1842.43, "end": 1842.73, "word": " عملية", "probability": 0.95361328125}, {"start": 1842.73, "end": 1843.43, "word": " معالجة", "probability": 0.9923095703125}, {"start": 1843.43, "end": 1843.87, "word": " بحيث", "probability": 0.96630859375}, {"start": 1843.87, "end": 1844.01, "word": " أنه", "probability": 0.746826171875}, {"start": 1844.01, "end": 1844.21, "word": " يكون", "probability": 0.992919921875}, {"start": 1844.21, "end": 1844.55, "word": " هو", "probability": 0.99365234375}, {"start": 1844.55, "end": 1845.45, "word": " اللي", "probability": 0.973388671875}, {"start": 1845.45, "end": 1846.07, "word": " أقرب", "probability": 0.982421875}, {"start": 1846.07, "end": 1846.81, "word": " للواقع", "probability": 0.98974609375}, {"start": 1846.81, "end": 1847.51, "word": " تأثيرا", "probability": 0.987109375}, {"start": 1847.51, "end": 1847.75, "word": " على", "probability": 0.75048828125}, {"start": 1847.75, "end": 1848.43, "word": " ال", "probability": 0.98486328125}, {"start": 1848.43, "end": 1848.63, "word": " weights", "probability": 0.849609375}, {"start": 1848.63, "end": 1848.81, "word": " اللي", "probability": 0.988037109375}, {"start": 1848.81, "end": 1849.01, "word": " هنا", "probability": 0.9951171875}, {"start": 1849.01, "end": 1849.93, "word": " فطريقة", "probability": 0.9644775390625}, {"start": 1849.93, "end": 1850.41, "word": " التفكير", "probability": 0.997314453125}, {"start": 1850.41, "end": 1850.77, "word": " صارت", "probability": 0.9578450520833334}, {"start": 1850.77, "end": 1851.59, "word": " بالعكس", "probability": 0.995361328125}], "temperature": 1.0}, {"id": 83, "seek": 187688, "start": 1852.76, "end": 1876.88, "text": "هناك بنعمل activation لل function لل neural network أو للشبكة هنا بنعمل عملية learning backward ف back propagation عشان هي اسمها back propagation algorithm فهذا جاي بالعكس في ال error بكون رايح ففي عندي input signal وفي عندي error signal طيب هاتنشوف ال algorithm ببساطة", "tokens": [3224, 8315, 4117, 44945, 25957, 1211, 24433, 24976, 2445, 24976, 18161, 3209, 34051, 24976, 8592, 3555, 4117, 3660, 34105, 44945, 25957, 1211, 6225, 42213, 10632, 2539, 23897, 6156, 646, 38377, 6225, 8592, 7649, 39896, 24525, 2304, 11296, 646, 38377, 9284, 6156, 3224, 15730, 10874, 47302, 20666, 3615, 4117, 3794, 8978, 2423, 6713, 4724, 30544, 12602, 47302, 5016, 6156, 41185, 18871, 16254, 4846, 6358, 4032, 41185, 18871, 16254, 6713, 6358, 23032, 1829, 3555, 8032, 9307, 1863, 8592, 38688, 2423, 9284, 4724, 3555, 3794, 41193, 3660], "avg_logprob": -0.15340073178796207, "compression_ratio": 1.6460176991150441, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 1852.76, "end": 1853.16, "word": "هناك", "probability": 0.7862955729166666}, {"start": 1853.16, "end": 1853.62, "word": " بنعمل", "probability": 0.8899739583333334}, {"start": 1853.62, "end": 1854.74, "word": " activation", "probability": 0.94921875}, {"start": 1854.74, "end": 1855.26, "word": " لل", "probability": 0.86279296875}, {"start": 1855.26, "end": 1855.72, "word": " function", "probability": 0.2271728515625}, {"start": 1855.72, "end": 1856.1, "word": " لل", "probability": 0.673828125}, {"start": 1856.1, "end": 1856.88, "word": " neural", "probability": 0.88134765625}, {"start": 1856.88, "end": 1857.34, "word": " network", "probability": 0.96142578125}, {"start": 1857.34, "end": 1857.46, "word": " أو", "probability": 0.79833984375}, {"start": 1857.46, "end": 1857.96, "word": " للشبكة", "probability": 0.93916015625}, {"start": 1857.96, "end": 1858.4, "word": " هنا", "probability": 0.68017578125}, {"start": 1858.4, "end": 1858.78, "word": " بنعمل", "probability": 0.94677734375}, {"start": 1858.78, "end": 1859.14, "word": " عملية", "probability": 0.9861653645833334}, {"start": 1859.14, "end": 1861.0, "word": " learning", "probability": 0.9140625}, {"start": 1861.0, "end": 1862.04, "word": " backward", "probability": 0.6669921875}, {"start": 1862.04, "end": 1863.08, "word": " ف", "probability": 0.43603515625}, {"start": 1863.08, "end": 1863.26, "word": " back", "probability": 0.46728515625}, {"start": 1863.26, "end": 1863.82, "word": " propagation", "probability": 0.85986328125}, {"start": 1863.82, "end": 1864.3, "word": " عشان", "probability": 0.9708658854166666}, {"start": 1864.3, "end": 1864.4, "word": " هي", "probability": 0.76171875}, {"start": 1864.4, "end": 1864.8, "word": " اسمها", "probability": 0.9446614583333334}, {"start": 1864.8, "end": 1865.24, "word": " back", "probability": 0.8017578125}, {"start": 1865.24, "end": 1865.66, "word": " propagation", "probability": 0.9267578125}, {"start": 1865.66, "end": 1866.36, "word": " algorithm", "probability": 0.92626953125}, {"start": 1866.36, "end": 1867.06, "word": " فهذا", "probability": 0.9296875}, {"start": 1867.06, "end": 1867.42, "word": " جاي", "probability": 0.95751953125}, {"start": 1867.42, "end": 1868.6, "word": " بالعكس", "probability": 0.9796142578125}, {"start": 1868.6, "end": 1868.82, "word": " في", "probability": 0.92431640625}, {"start": 1868.82, "end": 1868.9, "word": " ال", "probability": 0.87890625}, {"start": 1868.9, "end": 1869.16, "word": " error", "probability": 0.8779296875}, {"start": 1869.16, "end": 1869.8, "word": " بكون", "probability": 0.84228515625}, {"start": 1869.8, "end": 1870.22, "word": " رايح", "probability": 0.9842122395833334}, {"start": 1870.22, "end": 1870.62, "word": " ففي", "probability": 0.8701171875}, {"start": 1870.62, "end": 1870.84, "word": " عندي", "probability": 0.82568359375}, {"start": 1870.84, "end": 1871.1, "word": " input", "probability": 0.98095703125}, {"start": 1871.1, "end": 1871.5, "word": " signal", "probability": 0.96337890625}, {"start": 1871.5, "end": 1871.84, "word": " وفي", "probability": 0.809326171875}, {"start": 1871.84, "end": 1872.08, "word": " عندي", "probability": 0.939453125}, {"start": 1872.08, "end": 1872.96, "word": " error", "probability": 0.87451171875}, {"start": 1872.96, "end": 1874.32, "word": " signal", "probability": 0.97509765625}, {"start": 1874.32, "end": 1875.08, "word": " طيب", "probability": 0.8033040364583334}, {"start": 1875.08, "end": 1875.64, "word": " هاتنشوف", "probability": 0.744970703125}, {"start": 1875.64, "end": 1875.76, "word": " ال", "probability": 0.87890625}, {"start": 1875.76, "end": 1876.14, "word": " algorithm", "probability": 0.9619140625}, {"start": 1876.14, "end": 1876.88, "word": " ببساطة", "probability": 0.9916015625}], "temperature": 1.0}, {"id": 84, "seek": 190332, "start": 1877.88, "end": 1903.32, "text": "نشوف ال algorithm إيش صار فيه أول شغلة initialization تفقنا على ذلك بس طبعا هنا واضح أن ال initialization هتكون لكم من ال weights أكبر ليش كم من ال weights أكبر لأنه صار عندك كذا layer عندك multi layer فلو افترضنا نشرح على ال three layers اللي هي واحدة input واحدة hidden واحدة output هي ال input وخليني أفترض هنا ال hidden", "tokens": [1863, 8592, 38688, 2423, 9284, 11933, 1829, 8592, 20328, 9640, 8978, 3224, 5551, 12610, 13412, 17082, 37977, 5883, 2144, 6055, 5172, 4587, 8315, 15844, 29910, 23275, 4724, 3794, 23032, 3555, 3615, 995, 34105, 4032, 46958, 5016, 14739, 2423, 5883, 2144, 8032, 2655, 30544, 5296, 24793, 9154, 2423, 17443, 5551, 4117, 26890, 32239, 8592, 9122, 2304, 9154, 2423, 17443, 5551, 4117, 26890, 5296, 33456, 3224, 20328, 9640, 43242, 4117, 9122, 15730, 4583, 43242, 4117, 4825, 4583, 6156, 1211, 2407, 1975, 5172, 2655, 43042, 8315, 8717, 46309, 5016, 15844, 2423, 1045, 7914, 13672, 1829, 39896, 36764, 24401, 3660, 4846, 36764, 24401, 3660, 7633, 36764, 24401, 3660, 5598, 39896, 2423, 4846, 4032, 9778, 1211, 9957, 1829, 5551, 5172, 2655, 43042, 34105, 2423, 7633], "avg_logprob": -0.1605113675771666, "compression_ratio": 1.83206106870229, "no_speech_prob": 0.0, "words": [{"start": 1877.88, "end": 1878.24, "word": "نشوف", "probability": 0.8640950520833334}, {"start": 1878.24, "end": 1878.34, "word": " ال", "probability": 0.828125}, {"start": 1878.34, "end": 1878.62, "word": " algorithm", "probability": 0.6630859375}, {"start": 1878.62, "end": 1878.84, "word": " إيش", "probability": 0.733154296875}, {"start": 1878.84, "end": 1879.04, "word": " صار", "probability": 0.947998046875}, {"start": 1879.04, "end": 1879.46, "word": " فيه", "probability": 0.972900390625}, {"start": 1879.46, "end": 1880.08, "word": " أول", "probability": 0.82373046875}, {"start": 1880.08, "end": 1880.32, "word": " شغلة", "probability": 0.696533203125}, {"start": 1880.32, "end": 1880.94, "word": " initialization", "probability": 0.810791015625}, {"start": 1880.94, "end": 1881.38, "word": " تفقنا", "probability": 0.79815673828125}, {"start": 1881.38, "end": 1881.5, "word": " على", "probability": 0.83984375}, {"start": 1881.5, "end": 1881.84, "word": " ذلك", "probability": 0.992919921875}, {"start": 1881.84, "end": 1882.48, "word": " بس", "probability": 0.90185546875}, {"start": 1882.48, "end": 1882.68, "word": " طبعا", "probability": 0.9678955078125}, {"start": 1882.68, "end": 1882.84, "word": " هنا", "probability": 0.82177734375}, {"start": 1882.84, "end": 1883.08, "word": " واضح", "probability": 0.9847005208333334}, {"start": 1883.08, "end": 1883.2, "word": " أن", "probability": 0.5302734375}, {"start": 1883.2, "end": 1883.28, "word": " ال", "probability": 0.59033203125}, {"start": 1883.28, "end": 1883.86, "word": " initialization", "probability": 0.864013671875}, {"start": 1883.86, "end": 1884.54, "word": " هتكون", "probability": 0.8505859375}, {"start": 1884.54, "end": 1885.42, "word": " لكم", "probability": 0.907958984375}, {"start": 1885.42, "end": 1885.72, "word": " من", "probability": 0.96875}, {"start": 1885.72, "end": 1885.86, "word": " ال", "probability": 0.994140625}, {"start": 1885.86, "end": 1886.12, "word": " weights", "probability": 0.822265625}, {"start": 1886.12, "end": 1886.56, "word": " أكبر", "probability": 0.98291015625}, {"start": 1886.56, "end": 1887.06, "word": " ليش", "probability": 0.852783203125}, {"start": 1887.06, "end": 1887.28, "word": " كم", "probability": 0.895751953125}, {"start": 1887.28, "end": 1887.4, "word": " من", "probability": 0.98876953125}, {"start": 1887.4, "end": 1887.5, "word": " ال", "probability": 0.99609375}, {"start": 1887.5, "end": 1887.64, "word": " weights", "probability": 0.83154296875}, {"start": 1887.64, "end": 1887.92, "word": " أكبر", "probability": 0.9842122395833334}, {"start": 1887.92, "end": 1888.24, "word": " لأنه", "probability": 0.7939453125}, {"start": 1888.24, "end": 1888.34, "word": " صار", "probability": 0.93798828125}, {"start": 1888.34, "end": 1888.6, "word": " عندك", "probability": 0.79541015625}, {"start": 1888.6, "end": 1888.78, "word": " كذا", "probability": 0.96875}, {"start": 1888.78, "end": 1889.04, "word": " layer", "probability": 0.51416015625}, {"start": 1889.04, "end": 1889.44, "word": " عندك", "probability": 0.76318359375}, {"start": 1889.44, "end": 1889.68, "word": " multi", "probability": 0.4072265625}, {"start": 1889.68, "end": 1889.94, "word": " layer", "probability": 0.53173828125}, {"start": 1889.94, "end": 1890.54, "word": " فلو", "probability": 0.9578450520833334}, {"start": 1890.54, "end": 1890.92, "word": " افترضنا", "probability": 0.9533203125}, {"start": 1890.92, "end": 1891.46, "word": " نشرح", "probability": 0.9869791666666666}, {"start": 1891.46, "end": 1891.8, "word": " على", "probability": 0.9375}, {"start": 1891.8, "end": 1892.48, "word": " ال", "probability": 0.73681640625}, {"start": 1892.48, "end": 1892.72, "word": " three", "probability": 0.84814453125}, {"start": 1892.72, "end": 1893.24, "word": " layers", "probability": 0.93798828125}, {"start": 1893.24, "end": 1893.46, "word": " اللي", "probability": 0.955078125}, {"start": 1893.46, "end": 1893.64, "word": " هي", "probability": 0.92138671875}, {"start": 1893.64, "end": 1893.88, "word": " واحدة", "probability": 0.9645182291666666}, {"start": 1893.88, "end": 1894.1, "word": " input", "probability": 0.97607421875}, {"start": 1894.1, "end": 1894.42, "word": " واحدة", "probability": 0.8269856770833334}, {"start": 1894.42, "end": 1894.62, "word": " hidden", "probability": 0.91015625}, {"start": 1894.62, "end": 1894.9, "word": " واحدة", "probability": 0.830078125}, {"start": 1894.9, "end": 1895.24, "word": " output", "probability": 0.9814453125}, {"start": 1895.24, "end": 1895.76, "word": " هي", "probability": 0.59375}, {"start": 1895.76, "end": 1898.96, "word": " ال", "probability": 0.95947265625}, {"start": 1898.96, "end": 1899.36, "word": " input", "probability": 0.98388671875}, {"start": 1899.36, "end": 1902.42, "word": " وخليني", "probability": 0.86416015625}, {"start": 1902.42, "end": 1902.78, "word": " أفترض", "probability": 0.9078369140625}, {"start": 1902.78, "end": 1902.98, "word": " هنا", "probability": 0.98486328125}, {"start": 1902.98, "end": 1903.1, "word": " ال", "probability": 0.99365234375}, {"start": 1903.1, "end": 1903.32, "word": " hidden", "probability": 0.94482421875}], "temperature": 1.0}, {"id": 85, "seek": 192880, "start": 1905.86, "end": 1928.8, "text": "ونفترض هاي ال output و بدناش نكتر عددهم عشان إيش نكون قادرين نرسم جميعا تمام هفترض هاي شبكة كاملة و هنا ال output النهائي تبعنا", "tokens": [11536, 5172, 2655, 43042, 8032, 47302, 2423, 5598, 4032, 47525, 8315, 8592, 8717, 4117, 2655, 2288, 6225, 3215, 3215, 16095, 6225, 8592, 7649, 11933, 1829, 8592, 8717, 30544, 12174, 18513, 2288, 9957, 8717, 2288, 38251, 10874, 2304, 40228, 995, 46811, 10943, 8032, 5172, 2655, 43042, 8032, 47302, 13412, 3555, 4117, 3660, 9122, 10943, 37977, 4032, 34105, 2423, 5598, 28239, 3224, 16373, 1829, 6055, 3555, 3615, 8315], "avg_logprob": -0.20114272654946172, "compression_ratio": 1.5571428571428572, "no_speech_prob": 0.0, "words": [{"start": 1905.86, "end": 1906.46, "word": "ونفترض", "probability": 0.791748046875}, {"start": 1906.46, "end": 1906.64, "word": " هاي", "probability": 0.51397705078125}, {"start": 1906.64, "end": 1906.74, "word": " ال", "probability": 0.72998046875}, {"start": 1906.74, "end": 1907.08, "word": " output", "probability": 0.966796875}, {"start": 1907.08, "end": 1907.96, "word": " و", "probability": 0.60107421875}, {"start": 1907.96, "end": 1908.28, "word": " بدناش", "probability": 0.4028727213541667}, {"start": 1908.28, "end": 1908.7, "word": " نكتر", "probability": 0.9736328125}, {"start": 1908.7, "end": 1909.12, "word": " عددهم", "probability": 0.9593505859375}, {"start": 1909.12, "end": 1909.46, "word": " عشان", "probability": 0.93505859375}, {"start": 1909.46, "end": 1909.76, "word": " إيش", "probability": 0.6910807291666666}, {"start": 1909.76, "end": 1910.78, "word": " نكون", "probability": 0.8896484375}, {"start": 1910.78, "end": 1911.34, "word": " قادرين", "probability": 0.989990234375}, {"start": 1911.34, "end": 1912.0, "word": " نرسم", "probability": 0.9765625}, {"start": 1912.0, "end": 1915.9, "word": " جميعا", "probability": 0.914306640625}, {"start": 1915.9, "end": 1918.52, "word": " تمام", "probability": 0.796142578125}, {"start": 1918.52, "end": 1923.88, "word": " هفترض", "probability": 0.886474609375}, {"start": 1923.88, "end": 1924.14, "word": " هاي", "probability": 0.811279296875}, {"start": 1924.14, "end": 1925.1, "word": " شبكة", "probability": 0.976806640625}, {"start": 1925.1, "end": 1925.8, "word": " كاملة", "probability": 0.9817708333333334}, {"start": 1925.8, "end": 1926.0, "word": " و", "probability": 0.485595703125}, {"start": 1926.0, "end": 1926.2, "word": " هنا", "probability": 0.92578125}, {"start": 1926.2, "end": 1926.48, "word": " ال", "probability": 0.931640625}, {"start": 1926.48, "end": 1926.76, "word": " output", "probability": 0.98681640625}, {"start": 1926.76, "end": 1927.8, "word": " النهائي", "probability": 0.9696044921875}, {"start": 1927.8, "end": 1928.8, "word": " تبعنا", "probability": 0.8634033203125}], "temperature": 1.0}, {"id": 86, "seek": 194983, "start": 1933.43, "end": 1949.83, "text": "مبدأيًا في عندي مجموعة weights هنا ال weights هذه بدنا نشوف لحل طبعًا هذه I من 1 to N هنفترضها وهذه هنفترضهم J وهذه هنفترضهم K لcapital K", "tokens": [2304, 44510, 10721, 1829, 14111, 995, 8978, 18871, 16254, 3714, 7435, 2304, 45367, 3660, 17443, 34105, 2423, 17443, 29538, 47525, 8315, 8717, 8592, 38688, 5296, 5016, 1211, 23032, 3555, 3615, 14111, 995, 29538, 286, 9154, 502, 281, 426, 8032, 1863, 5172, 2655, 43042, 11296, 37037, 24192, 8032, 1863, 5172, 2655, 43042, 16095, 508, 37037, 24192, 8032, 1863, 5172, 2655, 43042, 16095, 591, 5296, 9485, 1686, 591], "avg_logprob": -0.26749067342103416, "compression_ratio": 1.5034482758620689, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1933.43, "end": 1934.07, "word": "مبدأيًا", "probability": 0.7375895182291666}, {"start": 1934.07, "end": 1934.17, "word": " في", "probability": 0.326904296875}, {"start": 1934.17, "end": 1934.39, "word": " عندي", "probability": 0.6187744140625}, {"start": 1934.39, "end": 1934.77, "word": " مجموعة", "probability": 0.8869140625}, {"start": 1934.77, "end": 1935.07, "word": " weights", "probability": 0.77587890625}, {"start": 1935.07, "end": 1935.33, "word": " هنا", "probability": 0.89892578125}, {"start": 1935.33, "end": 1935.61, "word": " ال", "probability": 0.83544921875}, {"start": 1935.61, "end": 1935.81, "word": " weights", "probability": 0.6201171875}, {"start": 1935.81, "end": 1935.99, "word": " هذه", "probability": 0.55517578125}, {"start": 1935.99, "end": 1936.19, "word": " بدنا", "probability": 0.8828125}, {"start": 1936.19, "end": 1936.47, "word": " نشوف", "probability": 0.9886067708333334}, {"start": 1936.47, "end": 1936.85, "word": " لحل", "probability": 0.819580078125}, {"start": 1936.85, "end": 1938.05, "word": " طبعًا", "probability": 0.828759765625}, {"start": 1938.05, "end": 1938.33, "word": " هذه", "probability": 0.67041015625}, {"start": 1938.33, "end": 1939.45, "word": " I", "probability": 0.73388671875}, {"start": 1939.45, "end": 1940.65, "word": " من", "probability": 0.97119140625}, {"start": 1940.65, "end": 1941.31, "word": " 1", "probability": 0.85546875}, {"start": 1941.31, "end": 1941.53, "word": " to", "probability": 0.32421875}, {"start": 1941.53, "end": 1941.87, "word": " N", "probability": 0.90576171875}, {"start": 1941.87, "end": 1943.85, "word": " هنفترضها", "probability": 0.8643391927083334}, {"start": 1943.85, "end": 1944.51, "word": " وهذه", "probability": 0.77734375}, {"start": 1944.51, "end": 1945.41, "word": " هنفترضهم", "probability": 0.8200276692708334}, {"start": 1945.41, "end": 1945.71, "word": " J", "probability": 0.88818359375}, {"start": 1945.71, "end": 1946.59, "word": " وهذه", "probability": 0.87060546875}, {"start": 1946.59, "end": 1947.41, "word": " هنفترضهم", "probability": 0.9847005208333334}, {"start": 1947.41, "end": 1948.37, "word": " K", "probability": 0.37744140625}, {"start": 1948.37, "end": 1949.59, "word": " لcapital", "probability": 0.7115071614583334}, {"start": 1949.59, "end": 1949.83, "word": " K", "probability": 0.978515625}], "temperature": 1.0}, {"id": 87, "seek": 197018, "start": 1954.78, "end": 1970.18, "text": "كل ال weights اللي عندى هنا و اللى هى تمثل قداش 4 في 3 ففي عندى 12 weight موجودين هنا و في عندى 6 هنا هي عندى 18 W كل ال W هدول Randomly بشكل Random هنحسبهم ايش يعني شكل Random", "tokens": [28820, 2423, 17443, 13672, 1829, 43242, 7578, 34105, 4032, 13672, 7578, 8032, 7578, 46811, 12984, 1211, 12174, 3215, 33599, 1017, 8978, 805, 6156, 41185, 43242, 7578, 2272, 3364, 3714, 29245, 23328, 9957, 34105, 4032, 8978, 43242, 7578, 1386, 34105, 39896, 43242, 7578, 2443, 343, 28242, 2423, 343, 8032, 3215, 12610, 37603, 356, 4724, 8592, 28820, 37603, 8032, 1863, 5016, 35457, 16095, 1975, 1829, 8592, 37495, 22653, 13412, 28820, 37603], "avg_logprob": -0.27924105993338993, "compression_ratio": 1.6666666666666667, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1954.78, "end": 1955.06, "word": "كل", "probability": 0.77685546875}, {"start": 1955.06, "end": 1955.18, "word": " ال", "probability": 0.9140625}, {"start": 1955.18, "end": 1955.34, "word": " weights", "probability": 0.4384765625}, {"start": 1955.34, "end": 1955.48, "word": " اللي", "probability": 0.773193359375}, {"start": 1955.48, "end": 1955.74, "word": " عندى", "probability": 0.57763671875}, {"start": 1955.74, "end": 1955.92, "word": " هنا", "probability": 0.79736328125}, {"start": 1955.92, "end": 1956.18, "word": " و", "probability": 0.41650390625}, {"start": 1956.18, "end": 1956.28, "word": " اللى", "probability": 0.6070556640625}, {"start": 1956.28, "end": 1956.4, "word": " هى", "probability": 0.847900390625}, {"start": 1956.4, "end": 1956.8, "word": " تمثل", "probability": 0.95263671875}, {"start": 1956.8, "end": 1957.24, "word": " قداش", "probability": 0.6685384114583334}, {"start": 1957.24, "end": 1957.7, "word": " 4", "probability": 0.60693359375}, {"start": 1957.7, "end": 1958.24, "word": " في", "probability": 0.313720703125}, {"start": 1958.24, "end": 1958.6, "word": " 3", "probability": 0.94482421875}, {"start": 1958.6, "end": 1958.92, "word": " ففي", "probability": 0.8125}, {"start": 1958.92, "end": 1959.76, "word": " عندى", "probability": 0.841796875}, {"start": 1959.76, "end": 1960.26, "word": " 12", "probability": 0.89306640625}, {"start": 1960.26, "end": 1960.58, "word": " weight", "probability": 0.919921875}, {"start": 1960.58, "end": 1961.06, "word": " موجودين", "probability": 0.9619140625}, {"start": 1961.06, "end": 1961.22, "word": " هنا", "probability": 0.9765625}, {"start": 1961.22, "end": 1961.36, "word": " و", "probability": 0.81591796875}, {"start": 1961.36, "end": 1961.48, "word": " في", "probability": 0.54052734375}, {"start": 1961.48, "end": 1961.72, "word": " عندى", "probability": 0.8056640625}, {"start": 1961.72, "end": 1961.94, "word": " 6", "probability": 0.97509765625}, {"start": 1961.94, "end": 1962.2, "word": " هنا", "probability": 0.91845703125}, {"start": 1962.2, "end": 1962.56, "word": " هي", "probability": 0.483154296875}, {"start": 1962.56, "end": 1962.76, "word": " عندى", "probability": 0.7437744140625}, {"start": 1962.76, "end": 1963.3, "word": " 18", "probability": 0.9560546875}, {"start": 1963.3, "end": 1964.26, "word": " W", "probability": 0.57421875}, {"start": 1964.26, "end": 1964.98, "word": " كل", "probability": 0.84326171875}, {"start": 1964.98, "end": 1965.1, "word": " ال", "probability": 0.99267578125}, {"start": 1965.1, "end": 1965.32, "word": " W", "probability": 0.82861328125}, {"start": 1965.32, "end": 1965.8, "word": " هدول", "probability": 0.9127604166666666}, {"start": 1965.8, "end": 1966.56, "word": " Randomly", "probability": 0.52880859375}, {"start": 1966.56, "end": 1967.64, "word": " بشكل", "probability": 0.9186197916666666}, {"start": 1967.64, "end": 1968.22, "word": " Random", "probability": 0.70068359375}, {"start": 1968.22, "end": 1968.86, "word": " هنحسبهم", "probability": 0.891015625}, {"start": 1968.86, "end": 1969.46, "word": " ايش", "probability": 0.6971842447916666}, {"start": 1969.46, "end": 1969.62, "word": " يعني", "probability": 0.804931640625}, {"start": 1969.62, "end": 1969.88, "word": " شكل", "probability": 0.97119140625}, {"start": 1969.88, "end": 1970.18, "word": " Random", "probability": 0.52734375}], "temperature": 1.0}, {"id": 88, "seek": 199976, "start": 1971.18, "end": 1999.76, "text": "بمعنى هتكون عبارة عن ال minus احنا كنا سابقا في ال perceptron لأنه كانوا اتنين انا مفترض انه ال output تبعي اتنين و مفترض انه ال neuron واحدة بشتغل فكانت من سالب نص لنص هنا من سالب 2.4 over fi ل positive 2.4 over fi ماهي ال fi هذه؟ هذه مجموعة عدد ال inputs neuron عدد ال inputs neuron اللي هنا واحدة اتنين تلاتة اربعة", "tokens": [3555, 2304, 3615, 1863, 7578, 8032, 2655, 30544, 6225, 3555, 9640, 3660, 18871, 2423, 3175, 1975, 5016, 8315, 9122, 8315, 8608, 16758, 4587, 995, 8978, 2423, 43276, 2044, 5296, 33456, 3224, 25961, 14407, 1975, 2655, 1863, 9957, 1975, 8315, 3714, 5172, 2655, 43042, 16472, 3224, 2423, 5598, 6055, 3555, 3615, 1829, 1975, 2655, 1863, 9957, 4032, 3714, 5172, 2655, 43042, 16472, 3224, 2423, 34090, 36764, 24401, 3660, 4724, 8592, 2655, 17082, 1211, 6156, 41361, 2655, 9154, 8608, 6027, 3555, 8717, 9381, 5296, 1863, 9381, 34105, 9154, 8608, 6027, 3555, 568, 13, 19, 670, 15848, 5296, 3353, 568, 13, 19, 670, 15848, 19446, 3224, 1829, 2423, 15848, 29538, 22807, 29538, 3714, 7435, 2304, 2407, 27884, 6225, 3215, 3215, 2423, 15743, 34090, 6225, 3215, 3215, 2423, 15743, 34090, 13672, 1829, 34105, 36764, 24401, 3660, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 1975, 25513, 27884], "avg_logprob": -0.17534722118741936, "compression_ratio": 1.8884615384615384, "no_speech_prob": 0.0, "words": [{"start": 1971.18, "end": 1971.62, "word": "بمعنى", "probability": 0.95546875}, {"start": 1971.62, "end": 1971.92, "word": " هتكون", "probability": 0.816162109375}, {"start": 1971.92, "end": 1972.3, "word": " عبارة", "probability": 0.962890625}, {"start": 1972.3, "end": 1972.5, "word": " عن", "probability": 0.98486328125}, {"start": 1972.5, "end": 1973.28, "word": " ال", "probability": 0.63525390625}, {"start": 1973.28, "end": 1973.8, "word": " minus", "probability": 0.28857421875}, {"start": 1973.8, "end": 1974.1, "word": " احنا", "probability": 0.83203125}, {"start": 1974.1, "end": 1974.32, "word": " كنا", "probability": 0.98046875}, {"start": 1974.32, "end": 1974.72, "word": " سابقا", "probability": 0.977783203125}, {"start": 1974.72, "end": 1974.84, "word": " في", "probability": 0.76123046875}, {"start": 1974.84, "end": 1974.94, "word": " ال", "probability": 0.96923828125}, {"start": 1974.94, "end": 1975.52, "word": " perceptron", "probability": 0.722900390625}, {"start": 1975.52, "end": 1976.12, "word": " لأنه", "probability": 0.6985677083333334}, {"start": 1976.12, "end": 1976.42, "word": " كانوا", "probability": 0.851806640625}, {"start": 1976.42, "end": 1976.82, "word": " اتنين", "probability": 0.8443603515625}, {"start": 1976.82, "end": 1977.16, "word": " انا", "probability": 0.8681640625}, {"start": 1977.16, "end": 1977.72, "word": " مفترض", "probability": 0.9798583984375}, {"start": 1977.72, "end": 1977.98, "word": " انه", "probability": 0.6641845703125}, {"start": 1977.98, "end": 1978.14, "word": " ال", "probability": 0.9580078125}, {"start": 1978.14, "end": 1978.4, "word": " output", "probability": 0.982421875}, {"start": 1978.4, "end": 1978.74, "word": " تبعي", "probability": 0.8690185546875}, {"start": 1978.74, "end": 1979.1, "word": " اتنين", "probability": 0.9696044921875}, {"start": 1979.1, "end": 1979.46, "word": " و", "probability": 0.66796875}, {"start": 1979.46, "end": 1979.78, "word": " مفترض", "probability": 0.94921875}, {"start": 1979.78, "end": 1980.16, "word": " انه", "probability": 0.956787109375}, {"start": 1980.16, "end": 1980.56, "word": " ال", "probability": 0.249267578125}, {"start": 1980.56, "end": 1980.8, "word": " neuron", "probability": 0.96630859375}, {"start": 1980.8, "end": 1981.12, "word": " واحدة", "probability": 0.9690755208333334}, {"start": 1981.12, "end": 1981.56, "word": " بشتغل", "probability": 0.97626953125}, {"start": 1981.56, "end": 1982.12, "word": " فكانت", "probability": 0.96875}, {"start": 1982.12, "end": 1982.32, "word": " من", "probability": 0.98486328125}, {"start": 1982.32, "end": 1982.84, "word": " سالب", "probability": 0.8038736979166666}, {"start": 1982.84, "end": 1983.14, "word": " نص", "probability": 0.9892578125}, {"start": 1983.14, "end": 1983.66, "word": " لنص", "probability": 0.9378255208333334}, {"start": 1983.66, "end": 1983.86, "word": " هنا", "probability": 0.85986328125}, {"start": 1983.86, "end": 1984.0, "word": " من", "probability": 0.96630859375}, {"start": 1984.0, "end": 1984.44, "word": " سالب", "probability": 0.9734700520833334}, {"start": 1984.44, "end": 1985.16, "word": " 2", "probability": 0.393798828125}, {"start": 1985.16, "end": 1985.86, "word": ".4", "probability": 0.977294921875}, {"start": 1985.86, "end": 1986.84, "word": " over", "probability": 0.7705078125}, {"start": 1986.84, "end": 1987.94, "word": " fi", "probability": 0.3525390625}, {"start": 1987.94, "end": 1988.52, "word": " ل", "probability": 0.95947265625}, {"start": 1988.52, "end": 1989.0, "word": " positive", "probability": 0.85400390625}, {"start": 1989.0, "end": 1989.3, "word": " 2", "probability": 0.97607421875}, {"start": 1989.3, "end": 1989.82, "word": ".4", "probability": 0.997314453125}, {"start": 1989.82, "end": 1990.22, "word": " over", "probability": 0.89794921875}, {"start": 1990.22, "end": 1990.98, "word": " fi", "probability": 0.93701171875}, {"start": 1990.98, "end": 1991.44, "word": " ماهي", "probability": 0.5152994791666666}, {"start": 1991.44, "end": 1991.54, "word": " ال", "probability": 0.896484375}, {"start": 1991.54, "end": 1991.8, "word": " fi", "probability": 0.75390625}, {"start": 1991.8, "end": 1992.3, "word": " هذه؟", "probability": 0.442138671875}, {"start": 1992.3, "end": 1992.56, "word": " هذه", "probability": 0.68701171875}, {"start": 1992.56, "end": 1993.72, "word": " مجموعة", "probability": 0.920703125}, {"start": 1993.72, "end": 1994.36, "word": " عدد", "probability": 0.9889322916666666}, {"start": 1994.36, "end": 1994.5, "word": " ال", "probability": 0.89501953125}, {"start": 1994.5, "end": 1994.9, "word": " inputs", "probability": 0.771484375}, {"start": 1994.9, "end": 1996.16, "word": " neuron", "probability": 0.3291015625}, {"start": 1996.16, "end": 1997.48, "word": " عدد", "probability": 0.9814453125}, {"start": 1997.48, "end": 1997.54, "word": " ال", "probability": 0.8876953125}, {"start": 1997.54, "end": 1997.76, "word": " inputs", "probability": 0.92626953125}, {"start": 1997.76, "end": 1998.02, "word": " neuron", "probability": 0.86083984375}, {"start": 1998.02, "end": 1998.12, "word": " اللي", "probability": 0.6512451171875}, {"start": 1998.12, "end": 1998.22, "word": " هنا", "probability": 0.8291015625}, {"start": 1998.22, "end": 1998.64, "word": " واحدة", "probability": 0.765380859375}, {"start": 1998.64, "end": 1998.9, "word": " اتنين", "probability": 0.9521484375}, {"start": 1998.9, "end": 1999.4, "word": " تلاتة", "probability": 0.9493408203125}, {"start": 1999.4, "end": 1999.76, "word": " اربعة", "probability": 0.8175455729166666}], "temperature": 1.0}, {"id": 89, "seek": 201343, "start": 2000.93, "end": 2013.43, "text": "1 2 3 4 1 2 3 4 هدولة هيكون كأنه صار 2.4 على 4 ل 2.4 على 4 قيمة أقل من النص حتى", "tokens": [16, 568, 805, 1017, 502, 568, 805, 1017, 8032, 3215, 12610, 3660, 39896, 30544, 9122, 33456, 3224, 20328, 9640, 568, 13, 19, 15844, 1017, 5296, 568, 13, 19, 15844, 1017, 12174, 32640, 3660, 5551, 4587, 1211, 9154, 28239, 9381, 11331, 49975], "avg_logprob": -0.2775297590664455, "compression_ratio": 1.2795698924731183, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2000.93, "end": 2001.59, "word": "1", "probability": 0.1602783203125}, {"start": 2001.59, "end": 2001.95, "word": " 2", "probability": 0.5595703125}, {"start": 2001.95, "end": 2002.29, "word": " 3", "probability": 0.9873046875}, {"start": 2002.29, "end": 2002.83, "word": " 4", "probability": 0.98291015625}, {"start": 2002.83, "end": 2003.83, "word": " 1", "probability": 0.134521484375}, {"start": 2003.83, "end": 2004.09, "word": " 2", "probability": 0.9609375}, {"start": 2004.09, "end": 2004.33, "word": " 3", "probability": 0.97021484375}, {"start": 2004.33, "end": 2004.79, "word": " 4", "probability": 0.9873046875}, {"start": 2004.79, "end": 2005.79, "word": " هدولة", "probability": 0.6163330078125}, {"start": 2005.79, "end": 2007.19, "word": " هيكون", "probability": 0.71337890625}, {"start": 2007.19, "end": 2007.59, "word": " كأنه", "probability": 0.8824869791666666}, {"start": 2007.59, "end": 2007.79, "word": " صار", "probability": 0.775390625}, {"start": 2007.79, "end": 2008.15, "word": " 2", "probability": 0.85546875}, {"start": 2008.15, "end": 2008.81, "word": ".4", "probability": 0.92822265625}, {"start": 2008.81, "end": 2009.01, "word": " على", "probability": 0.33447265625}, {"start": 2009.01, "end": 2009.39, "word": " 4", "probability": 0.97705078125}, {"start": 2009.39, "end": 2009.83, "word": " ل", "probability": 0.67724609375}, {"start": 2009.83, "end": 2010.07, "word": " 2", "probability": 0.7666015625}, {"start": 2010.07, "end": 2010.63, "word": ".4", "probability": 0.991455078125}, {"start": 2010.63, "end": 2010.79, "word": " على", "probability": 0.76904296875}, {"start": 2010.79, "end": 2011.15, "word": " 4", "probability": 0.9931640625}, {"start": 2011.15, "end": 2012.25, "word": " قيمة", "probability": 0.9586588541666666}, {"start": 2012.25, "end": 2012.65, "word": " أقل", "probability": 0.9034830729166666}, {"start": 2012.65, "end": 2012.83, "word": " من", "probability": 0.9931640625}, {"start": 2012.83, "end": 2013.11, "word": " النص", "probability": 0.809814453125}, {"start": 2013.11, "end": 2013.43, "word": " حتى", "probability": 0.90087890625}], "temperature": 1.0}, {"id": 90, "seek": 203912, "start": 2014.1, "end": 2039.12, "text": "قيمة أكبر من نصف ولكن أقل من واحد ولكن ايش أقل بتظل من واحد فهنا عملية ال randomization لمرحلة لل back propagation training algorithm مبدأيا خلصنا من وضع هذه القيم لل weights المرحلة التانية هي مرحلة ال activation خلاص صار عندي مجموعة weights موجودين هنا وموجودين هنا ويلهم قيم والقيم هذه مش مضرورة يكونوا صح مبدأيا بدخل ببدأ دخل ال inputs", "tokens": [4587, 32640, 3660, 5551, 4117, 26890, 9154, 8717, 9381, 5172, 35525, 19452, 5551, 4587, 1211, 9154, 36764, 24401, 35525, 19452, 1975, 1829, 8592, 5551, 4587, 1211, 39894, 19913, 1211, 9154, 36764, 24401, 6156, 3224, 8315, 6225, 42213, 10632, 2423, 4974, 2144, 5296, 29973, 5016, 37977, 24976, 646, 38377, 3097, 9284, 3714, 44510, 10721, 25528, 16490, 1211, 9381, 8315, 9154, 4032, 11242, 3615, 29538, 25062, 32640, 24976, 17443, 9673, 2288, 5016, 37977, 16712, 7649, 10632, 39896, 3714, 2288, 5016, 37977, 2423, 24433, 16490, 1211, 33546, 20328, 9640, 18871, 16254, 3714, 7435, 2304, 2407, 27884, 17443, 3714, 29245, 23328, 9957, 34105, 4032, 2304, 29245, 23328, 9957, 34105, 4032, 26895, 16095, 12174, 32640, 16070, 4587, 32640, 29538, 37893, 3714, 11242, 2288, 13063, 3660, 7251, 30544, 14407, 20328, 5016, 3714, 44510, 10721, 25528, 4724, 3215, 9778, 1211, 4724, 44510, 10721, 11778, 9778, 1211, 2423, 15743], "avg_logprob": -0.16395246867142932, "compression_ratio": 1.8724137931034484, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2014.1, "end": 2014.64, "word": "قيمة", "probability": 0.7185872395833334}, {"start": 2014.64, "end": 2014.86, "word": " أكبر", "probability": 0.9173177083333334}, {"start": 2014.86, "end": 2014.98, "word": " من", "probability": 0.98193359375}, {"start": 2014.98, "end": 2015.22, "word": " نصف", "probability": 0.9052734375}, {"start": 2015.22, "end": 2015.4, "word": " ولكن", "probability": 0.828369140625}, {"start": 2015.4, "end": 2015.62, "word": " أقل", "probability": 0.955078125}, {"start": 2015.62, "end": 2015.74, "word": " من", "probability": 0.994140625}, {"start": 2015.74, "end": 2016.04, "word": " واحد", "probability": 0.933349609375}, {"start": 2016.04, "end": 2016.62, "word": " ولكن", "probability": 0.763671875}, {"start": 2016.62, "end": 2016.88, "word": " ايش", "probability": 0.6123046875}, {"start": 2016.88, "end": 2017.36, "word": " أقل", "probability": 0.7864583333333334}, {"start": 2017.36, "end": 2017.76, "word": " بتظل", "probability": 0.6590169270833334}, {"start": 2017.76, "end": 2018.1, "word": " من", "probability": 0.98779296875}, {"start": 2018.1, "end": 2018.36, "word": " واحد", "probability": 0.982421875}, {"start": 2018.36, "end": 2018.68, "word": " فهنا", "probability": 0.9090169270833334}, {"start": 2018.68, "end": 2019.02, "word": " عملية", "probability": 0.9890950520833334}, {"start": 2019.02, "end": 2019.14, "word": " ال", "probability": 0.85498046875}, {"start": 2019.14, "end": 2019.8, "word": " randomization", "probability": 0.6541748046875}, {"start": 2019.8, "end": 2021.34, "word": " لمرحلة", "probability": 0.914306640625}, {"start": 2021.34, "end": 2021.86, "word": " لل", "probability": 0.35107421875}, {"start": 2021.86, "end": 2022.68, "word": " back", "probability": 0.5302734375}, {"start": 2022.68, "end": 2023.18, "word": " propagation", "probability": 0.732421875}, {"start": 2023.18, "end": 2024.06, "word": " training", "probability": 0.921875}, {"start": 2024.06, "end": 2024.8, "word": " algorithm", "probability": 0.9140625}, {"start": 2024.8, "end": 2025.48, "word": " مبدأيا", "probability": 0.9072265625}, {"start": 2025.48, "end": 2025.92, "word": " خلصنا", "probability": 0.9779052734375}, {"start": 2025.92, "end": 2026.1, "word": " من", "probability": 0.99267578125}, {"start": 2026.1, "end": 2027.12, "word": " وضع", "probability": 0.99462890625}, {"start": 2027.12, "end": 2027.52, "word": " هذه", "probability": 0.970703125}, {"start": 2027.52, "end": 2027.84, "word": " القيم", "probability": 0.893798828125}, {"start": 2027.84, "end": 2028.0, "word": " لل", "probability": 0.91796875}, {"start": 2028.0, "end": 2028.24, "word": " weights", "probability": 0.638671875}, {"start": 2028.24, "end": 2029.06, "word": " المرحلة", "probability": 0.9727783203125}, {"start": 2029.06, "end": 2029.52, "word": " التانية", "probability": 0.9749348958333334}, {"start": 2029.52, "end": 2029.88, "word": " هي", "probability": 0.97412109375}, {"start": 2029.88, "end": 2030.18, "word": " مرحلة", "probability": 0.98779296875}, {"start": 2030.18, "end": 2030.28, "word": " ال", "probability": 0.98095703125}, {"start": 2030.28, "end": 2030.68, "word": " activation", "probability": 0.98779296875}, {"start": 2030.68, "end": 2031.5, "word": " خلاص", "probability": 0.97705078125}, {"start": 2031.5, "end": 2031.88, "word": " صار", "probability": 0.94921875}, {"start": 2031.88, "end": 2032.08, "word": " عندي", "probability": 0.7054443359375}, {"start": 2032.08, "end": 2032.4, "word": " مجموعة", "probability": 0.9103515625}, {"start": 2032.4, "end": 2032.66, "word": " weights", "probability": 0.701171875}, {"start": 2032.66, "end": 2033.14, "word": " موجودين", "probability": 0.976806640625}, {"start": 2033.14, "end": 2033.28, "word": " هنا", "probability": 0.9921875}, {"start": 2033.28, "end": 2033.72, "word": " وموجودين", "probability": 0.95693359375}, {"start": 2033.72, "end": 2033.88, "word": " هنا", "probability": 0.99755859375}, {"start": 2033.88, "end": 2034.9, "word": " ويلهم", "probability": 0.7552897135416666}, {"start": 2034.9, "end": 2035.22, "word": " قيم", "probability": 0.98876953125}, {"start": 2035.22, "end": 2035.8, "word": " والقيم", "probability": 0.7569986979166666}, {"start": 2035.8, "end": 2035.96, "word": " هذه", "probability": 0.59375}, {"start": 2035.96, "end": 2036.1, "word": " مش", "probability": 0.9697265625}, {"start": 2036.1, "end": 2036.46, "word": " مضرورة", "probability": 0.725537109375}, {"start": 2036.46, "end": 2036.7, "word": " يكونوا", "probability": 0.8740234375}, {"start": 2036.7, "end": 2036.8, "word": " صح", "probability": 0.989013671875}, {"start": 2036.8, "end": 2037.34, "word": " مبدأيا", "probability": 0.906982421875}, {"start": 2037.34, "end": 2038.2, "word": " بدخل", "probability": 0.8419189453125}, {"start": 2038.2, "end": 2038.44, "word": " ببدأ", "probability": 0.8650716145833334}, {"start": 2038.44, "end": 2038.74, "word": " دخل", "probability": 0.8341471354166666}, {"start": 2038.74, "end": 2038.84, "word": " ال", "probability": 0.96484375}, {"start": 2038.84, "end": 2039.12, "word": " inputs", "probability": 0.76611328125}], "temperature": 1.0}, {"id": 91, "seek": 204908, "start": 2040.34, "end": 2049.08, "text": "بندخل ال input الأول و اللي أنا عارف أنه إيش ال output تبعه لازم يطلع .. لازم يطلع إيش ال output تبعه لازم يطلع مثلا 01", "tokens": [3555, 41260, 9778, 1211, 2423, 4846, 16247, 12610, 4032, 13672, 1829, 41850, 6225, 9640, 5172, 14739, 3224, 11933, 1829, 8592, 2423, 5598, 6055, 3555, 3615, 3224, 5296, 31377, 2304, 7251, 9566, 1211, 3615, 4386, 5296, 31377, 2304, 7251, 9566, 1211, 3615, 11933, 1829, 8592, 2423, 5598, 6055, 3555, 3615, 3224, 5296, 31377, 2304, 7251, 9566, 1211, 3615, 50113, 15040, 23185], "avg_logprob": -0.19198258392146375, "compression_ratio": 1.7142857142857142, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2040.34, "end": 2040.86, "word": "بندخل", "probability": 0.7359619140625}, {"start": 2040.86, "end": 2040.96, "word": " ال", "probability": 0.88525390625}, {"start": 2040.96, "end": 2041.18, "word": " input", "probability": 0.921875}, {"start": 2041.18, "end": 2041.66, "word": " الأول", "probability": 0.897705078125}, {"start": 2041.66, "end": 2041.98, "word": " و", "probability": 0.357666015625}, {"start": 2041.98, "end": 2042.1, "word": " اللي", "probability": 0.81884765625}, {"start": 2042.1, "end": 2042.22, "word": " أنا", "probability": 0.55419921875}, {"start": 2042.22, "end": 2042.7, "word": " عارف", "probability": 0.9899088541666666}, {"start": 2042.7, "end": 2042.94, "word": " أنه", "probability": 0.64599609375}, {"start": 2042.94, "end": 2043.08, "word": " إيش", "probability": 0.8253580729166666}, {"start": 2043.08, "end": 2043.18, "word": " ال", "probability": 0.75439453125}, {"start": 2043.18, "end": 2043.38, "word": " output", "probability": 0.99072265625}, {"start": 2043.38, "end": 2043.76, "word": " تبعه", "probability": 0.9173583984375}, {"start": 2043.76, "end": 2044.0, "word": " لازم", "probability": 0.98828125}, {"start": 2044.0, "end": 2044.44, "word": " يطلع", "probability": 0.987548828125}, {"start": 2044.44, "end": 2044.56, "word": " ..", "probability": 0.2177734375}, {"start": 2044.56, "end": 2045.32, "word": " لازم", "probability": 0.9054361979166666}, {"start": 2045.32, "end": 2045.6, "word": " يطلع", "probability": 0.994873046875}, {"start": 2045.6, "end": 2045.8, "word": " إيش", "probability": 0.6668294270833334}, {"start": 2045.8, "end": 2045.92, "word": " ال", "probability": 0.96875}, {"start": 2045.92, "end": 2046.12, "word": " output", "probability": 0.99267578125}, {"start": 2046.12, "end": 2046.52, "word": " تبعه", "probability": 0.94140625}, {"start": 2046.52, "end": 2047.02, "word": " لازم", "probability": 0.7869466145833334}, {"start": 2047.02, "end": 2047.3, "word": " يطلع", "probability": 0.9951171875}, {"start": 2047.3, "end": 2047.68, "word": " مثلا", "probability": 0.957275390625}, {"start": 2047.68, "end": 2049.08, "word": " 01", "probability": 0.53076171875}], "temperature": 1.0}, {"id": 92, "seek": 207175, "start": 2051.29, "end": 2071.75, "text": "لأن هنا ممكن يكون أكتر من ال neuron في ال output ممكن في ال output يكون أكتر من ال neuron فبنعمل لها عملية تقسيم لو أنا مثلا بدي أفترض بدي أميز صورة محمد و عمر زي ما قلنا في محاضرتنا السابقة محمد و عمر فمحمد ممكن أعطيله 01 و عمر ممكن أعطيله 110 فكأنه ال neuron هذه خاصة بعمر و ال neuron هذه خاصة بمحمد مثلا", "tokens": [1211, 33456, 34105, 3714, 43020, 7251, 30544, 5551, 4117, 2655, 2288, 9154, 2423, 34090, 8978, 2423, 5598, 3714, 43020, 8978, 2423, 5598, 7251, 30544, 5551, 4117, 2655, 2288, 9154, 2423, 34090, 6156, 3555, 1863, 25957, 1211, 5296, 11296, 6225, 42213, 10632, 6055, 4587, 3794, 32640, 45164, 41850, 50113, 15040, 4724, 16254, 5551, 5172, 2655, 43042, 4724, 16254, 5551, 2304, 1829, 11622, 20328, 13063, 3660, 3714, 35571, 3215, 4032, 6225, 29973, 30767, 1829, 19446, 12174, 1211, 8315, 8978, 3714, 5016, 46958, 43500, 8315, 21136, 16758, 28671, 3714, 35571, 3215, 4032, 6225, 29973, 6156, 2304, 35571, 3215, 3714, 43020, 5551, 3615, 9566, 26895, 3224, 23185, 4032, 6225, 29973, 3714, 43020, 5551, 3615, 9566, 26895, 3224, 20154, 6156, 4117, 33456, 3224, 2423, 34090, 29538, 16490, 33546, 3660, 4724, 25957, 2288, 4032, 2423, 34090, 29538, 16490, 33546, 3660, 4724, 2304, 35571, 3215, 50113, 15040], "avg_logprob": -0.10244902461133104, "compression_ratio": 2.2488888888888887, "no_speech_prob": 1.1324882507324219e-06, "words": [{"start": 2051.29, "end": 2051.57, "word": "لأن", "probability": 0.815673828125}, {"start": 2051.57, "end": 2051.71, "word": " هنا", "probability": 0.91552734375}, {"start": 2051.71, "end": 2051.95, "word": " ممكن", "probability": 0.839599609375}, {"start": 2051.95, "end": 2052.17, "word": " يكون", "probability": 0.982666015625}, {"start": 2052.17, "end": 2052.47, "word": " أكتر", "probability": 0.920166015625}, {"start": 2052.47, "end": 2052.63, "word": " من", "probability": 0.99169921875}, {"start": 2052.63, "end": 2052.71, "word": " ال", "probability": 0.81884765625}, {"start": 2052.71, "end": 2052.93, "word": " neuron", "probability": 0.82958984375}, {"start": 2052.93, "end": 2053.11, "word": " في", "probability": 0.90771484375}, {"start": 2053.11, "end": 2053.19, "word": " ال", "probability": 0.830078125}, {"start": 2053.19, "end": 2053.49, "word": " output", "probability": 0.98779296875}, {"start": 2053.49, "end": 2053.91, "word": " ممكن", "probability": 0.621337890625}, {"start": 2053.91, "end": 2054.07, "word": " في", "probability": 0.91064453125}, {"start": 2054.07, "end": 2054.15, "word": " ال", "probability": 0.9765625}, {"start": 2054.15, "end": 2054.35, "word": " output", "probability": 0.9931640625}, {"start": 2054.35, "end": 2054.55, "word": " يكون", "probability": 0.970703125}, {"start": 2054.55, "end": 2054.79, "word": " أكتر", "probability": 0.982421875}, {"start": 2054.79, "end": 2054.93, "word": " من", "probability": 0.99658203125}, {"start": 2054.93, "end": 2055.01, "word": " ال", "probability": 0.8623046875}, {"start": 2055.01, "end": 2055.27, "word": " neuron", "probability": 0.990234375}, {"start": 2055.27, "end": 2056.23, "word": " فبنعمل", "probability": 0.88779296875}, {"start": 2056.23, "end": 2056.37, "word": " لها", "probability": 0.827392578125}, {"start": 2056.37, "end": 2056.65, "word": " عملية", "probability": 0.97265625}, {"start": 2056.65, "end": 2057.13, "word": " تقسيم", "probability": 0.978759765625}, {"start": 2057.13, "end": 2057.57, "word": " لو", "probability": 0.83203125}, {"start": 2057.57, "end": 2057.71, "word": " أنا", "probability": 0.71728515625}, {"start": 2057.71, "end": 2057.95, "word": " مثلا", "probability": 0.986572265625}, {"start": 2057.95, "end": 2058.29, "word": " بدي", "probability": 0.6185302734375}, {"start": 2058.29, "end": 2059.01, "word": " أفترض", "probability": 0.9041748046875}, {"start": 2059.01, "end": 2059.31, "word": " بدي", "probability": 0.923583984375}, {"start": 2059.31, "end": 2059.81, "word": " أميز", "probability": 0.95849609375}, {"start": 2059.81, "end": 2060.19, "word": " صورة", "probability": 0.9641927083333334}, {"start": 2060.19, "end": 2060.73, "word": " محمد", "probability": 0.95849609375}, {"start": 2060.73, "end": 2061.11, "word": " و", "probability": 0.92724609375}, {"start": 2061.11, "end": 2061.35, "word": " عمر", "probability": 0.93212890625}, {"start": 2061.35, "end": 2061.87, "word": " زي", "probability": 0.904541015625}, {"start": 2061.87, "end": 2061.93, "word": " ما", "probability": 0.96826171875}, {"start": 2061.93, "end": 2062.25, "word": " قلنا", "probability": 0.9342447916666666}, {"start": 2062.25, "end": 2062.69, "word": " في", "probability": 0.96826171875}, {"start": 2062.69, "end": 2063.13, "word": " محاضرتنا", "probability": 0.87783203125}, {"start": 2063.13, "end": 2063.53, "word": " السابقة", "probability": 0.9905598958333334}, {"start": 2063.53, "end": 2063.93, "word": " محمد", "probability": 0.94482421875}, {"start": 2063.93, "end": 2064.01, "word": " و", "probability": 0.99609375}, {"start": 2064.01, "end": 2064.21, "word": " عمر", "probability": 0.971923828125}, {"start": 2064.21, "end": 2065.03, "word": " فمحمد", "probability": 0.97998046875}, {"start": 2065.03, "end": 2065.27, "word": " ممكن", "probability": 0.99365234375}, {"start": 2065.27, "end": 2065.61, "word": " أعطيله", "probability": 0.86533203125}, {"start": 2065.61, "end": 2065.97, "word": " 01", "probability": 0.7490234375}, {"start": 2065.97, "end": 2066.59, "word": " و", "probability": 0.92822265625}, {"start": 2066.59, "end": 2066.77, "word": " عمر", "probability": 0.937255859375}, {"start": 2066.77, "end": 2067.01, "word": " ممكن", "probability": 0.983642578125}, {"start": 2067.01, "end": 2067.39, "word": " أعطيله", "probability": 0.96103515625}, {"start": 2067.39, "end": 2067.83, "word": " 110", "probability": 0.29248046875}, {"start": 2067.83, "end": 2068.71, "word": " فكأنه", "probability": 0.9429931640625}, {"start": 2068.71, "end": 2068.77, "word": " ال", "probability": 0.9404296875}, {"start": 2068.77, "end": 2069.05, "word": " neuron", "probability": 0.9697265625}, {"start": 2069.05, "end": 2069.33, "word": " هذه", "probability": 0.51025390625}, {"start": 2069.33, "end": 2069.69, "word": " خاصة", "probability": 0.974609375}, {"start": 2069.69, "end": 2070.01, "word": " بعمر", "probability": 0.9612630208333334}, {"start": 2070.01, "end": 2070.29, "word": " و", "probability": 0.9189453125}, {"start": 2070.29, "end": 2070.35, "word": " ال", "probability": 0.90380859375}, {"start": 2070.35, "end": 2070.59, "word": " neuron", "probability": 0.98779296875}, {"start": 2070.59, "end": 2070.77, "word": " هذه", "probability": 0.923828125}, {"start": 2070.77, "end": 2071.07, "word": " خاصة", "probability": 0.9734700520833334}, {"start": 2071.07, "end": 2071.45, "word": " بمحمد", "probability": 0.9554443359375}, {"start": 2071.45, "end": 2071.75, "word": " مثلا", "probability": 0.95703125}], "temperature": 1.0}, {"id": 93, "seek": 209408, "start": 2072.3, "end": 2094.08, "text": "for example يعني إلها طرق كتيرة كيف عملية ال representation لل output هذه لكن احنا مفترضين أنه كل input له ال output القرين تبعه تمام فهيدخلنا و ضربنا ال input في ال weights الأولى عشان نطلع قيم ال hidden layers قيم ال hidden layers اللي هنا هنضربها في ال weights التانية", "tokens": [2994, 1365, 37495, 22653, 11933, 1211, 11296, 23032, 2288, 4587, 9122, 2655, 48923, 9122, 33911, 6225, 42213, 10632, 2423, 10290, 24976, 5598, 29538, 44381, 1975, 5016, 8315, 3714, 5172, 2655, 43042, 9957, 14739, 3224, 28242, 4846, 46740, 2423, 5598, 25062, 2288, 9957, 6055, 3555, 3615, 3224, 46811, 10943, 6156, 3224, 25708, 9778, 1211, 8315, 4032, 48812, 25513, 8315, 2423, 4846, 8978, 2423, 17443, 16247, 12610, 7578, 6225, 8592, 7649, 8717, 9566, 1211, 3615, 12174, 32640, 2423, 7633, 7914, 12174, 32640, 2423, 7633, 7914, 13672, 1829, 34105, 8032, 1863, 11242, 25513, 11296, 8978, 2423, 17443, 16712, 7649, 10632], "avg_logprob": -0.15593111515045166, "compression_ratio": 1.6859504132231404, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2072.3, "end": 2072.54, "word": "for", "probability": 0.1563720703125}, {"start": 2072.54, "end": 2072.92, "word": " example", "probability": 0.9638671875}, {"start": 2072.92, "end": 2073.2, "word": " يعني", "probability": 0.759765625}, {"start": 2073.2, "end": 2073.84, "word": " إلها", "probability": 0.5927327473958334}, {"start": 2073.84, "end": 2074.12, "word": " طرق", "probability": 0.9775390625}, {"start": 2074.12, "end": 2074.46, "word": " كتيرة", "probability": 0.8828125}, {"start": 2074.46, "end": 2074.7, "word": " كيف", "probability": 0.9208984375}, {"start": 2074.7, "end": 2075.08, "word": " عملية", "probability": 0.98486328125}, {"start": 2075.08, "end": 2075.46, "word": " ال", "probability": 0.85986328125}, {"start": 2075.46, "end": 2076.16, "word": " representation", "probability": 0.7724609375}, {"start": 2076.16, "end": 2076.78, "word": " لل", "probability": 0.85595703125}, {"start": 2076.78, "end": 2077.08, "word": " output", "probability": 0.97119140625}, {"start": 2077.08, "end": 2077.42, "word": " هذه", "probability": 0.6015625}, {"start": 2077.42, "end": 2078.1, "word": " لكن", "probability": 0.82861328125}, {"start": 2078.1, "end": 2078.36, "word": " احنا", "probability": 0.8079427083333334}, {"start": 2078.36, "end": 2079.02, "word": " مفترضين", "probability": 0.97861328125}, {"start": 2079.02, "end": 2079.48, "word": " أنه", "probability": 0.64794921875}, {"start": 2079.48, "end": 2080.02, "word": " كل", "probability": 0.97705078125}, {"start": 2080.02, "end": 2080.7, "word": " input", "probability": 0.9814453125}, {"start": 2080.7, "end": 2081.3, "word": " له", "probability": 0.50732421875}, {"start": 2081.3, "end": 2081.7, "word": " ال", "probability": 0.95263671875}, {"start": 2081.7, "end": 2082.16, "word": " output", "probability": 0.978515625}, {"start": 2082.16, "end": 2082.9, "word": " القرين", "probability": 0.8352864583333334}, {"start": 2082.9, "end": 2083.4, "word": " تبعه", "probability": 0.901123046875}, {"start": 2083.4, "end": 2084.3, "word": " تمام", "probability": 0.8134765625}, {"start": 2084.3, "end": 2085.46, "word": " فهيدخلنا", "probability": 0.9210611979166666}, {"start": 2085.46, "end": 2085.92, "word": " و", "probability": 0.89404296875}, {"start": 2085.92, "end": 2086.4, "word": " ضربنا", "probability": 0.9070638020833334}, {"start": 2086.4, "end": 2086.5, "word": " ال", "probability": 0.91455078125}, {"start": 2086.5, "end": 2086.82, "word": " input", "probability": 0.98779296875}, {"start": 2086.82, "end": 2087.12, "word": " في", "probability": 0.96044921875}, {"start": 2087.12, "end": 2087.34, "word": " ال", "probability": 0.99560546875}, {"start": 2087.34, "end": 2087.6, "word": " weights", "probability": 0.70751953125}, {"start": 2087.6, "end": 2088.24, "word": " الأولى", "probability": 0.9622395833333334}, {"start": 2088.24, "end": 2088.74, "word": " عشان", "probability": 0.97802734375}, {"start": 2088.74, "end": 2089.24, "word": " نطلع", "probability": 0.9801025390625}, {"start": 2089.24, "end": 2089.54, "word": " قيم", "probability": 0.983154296875}, {"start": 2089.54, "end": 2089.78, "word": " ال", "probability": 0.99267578125}, {"start": 2089.78, "end": 2090.04, "word": " hidden", "probability": 0.90625}, {"start": 2090.04, "end": 2090.54, "word": " layers", "probability": 0.89013671875}, {"start": 2090.54, "end": 2091.32, "word": " قيم", "probability": 0.851806640625}, {"start": 2091.32, "end": 2091.44, "word": " ال", "probability": 0.9921875}, {"start": 2091.44, "end": 2091.62, "word": " hidden", "probability": 0.9423828125}, {"start": 2091.62, "end": 2091.92, "word": " layers", "probability": 0.95068359375}, {"start": 2091.92, "end": 2092.1, "word": " اللي", "probability": 0.862060546875}, {"start": 2092.1, "end": 2092.32, "word": " هنا", "probability": 0.97900390625}, {"start": 2092.32, "end": 2093.06, "word": " هنضربها", "probability": 0.871875}, {"start": 2093.06, "end": 2093.18, "word": " في", "probability": 0.9716796875}, {"start": 2093.18, "end": 2093.26, "word": " ال", "probability": 0.99169921875}, {"start": 2093.26, "end": 2093.5, "word": " weights", "probability": 0.7958984375}, {"start": 2093.5, "end": 2094.08, "word": " التانية", "probability": 0.9781901041666666}], "temperature": 1.0}, {"id": 94, "seek": 212069, "start": 2094.64, "end": 2120.7, "text": "في ال weight 6 التانية هنا اقس ال matrix بتاعت ال weight اللي هنا عشان تطلعلي output ال output هذا اللي هو ال actual output ايش بدنا نعمل فيه؟ بدنا نقارنه بال .. ال .. ال .. ال .. ال desired عشان نحصل على error عشان نحصل على قيمة ال error فهي اللي هيصير فعليا Y J فانا بحسب من ال hidden layer يعني ال output تبع ال hidden layer J", "tokens": [41185, 2423, 3364, 1386, 16712, 7649, 10632, 34105, 1975, 4587, 3794, 2423, 8141, 39894, 995, 34268, 2423, 3364, 13672, 1829, 34105, 6225, 8592, 7649, 6055, 9566, 1211, 3615, 20292, 5598, 2423, 5598, 23758, 13672, 1829, 31439, 2423, 3539, 5598, 1975, 1829, 8592, 47525, 8315, 8717, 25957, 1211, 8978, 3224, 22807, 47525, 8315, 8717, 4587, 9640, 1863, 3224, 20666, 4386, 2423, 4386, 2423, 4386, 2423, 4386, 2423, 14721, 6225, 8592, 7649, 8717, 5016, 36520, 15844, 6713, 6225, 8592, 7649, 8717, 5016, 36520, 15844, 12174, 32640, 3660, 2423, 6713, 6156, 3224, 1829, 13672, 1829, 39896, 9381, 13546, 6156, 3615, 20292, 995, 398, 508, 6156, 7649, 995, 4724, 5016, 35457, 9154, 2423, 7633, 4583, 37495, 22653, 2423, 5598, 6055, 3555, 3615, 2423, 7633, 4583, 508], "avg_logprob": -0.19702743878209494, "compression_ratio": 1.948207171314741, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 2094.64, "end": 2094.78, "word": "في", "probability": 0.12066650390625}, {"start": 2094.78, "end": 2095.06, "word": " ال", "probability": 0.7880859375}, {"start": 2095.06, "end": 2095.24, "word": " weight", "probability": 0.8212890625}, {"start": 2095.24, "end": 2095.6, "word": " 6", "probability": 0.52294921875}, {"start": 2095.6, "end": 2096.08, "word": " التانية", "probability": 0.9261067708333334}, {"start": 2096.08, "end": 2096.38, "word": " هنا", "probability": 0.96435546875}, {"start": 2096.38, "end": 2097.24, "word": " اقس", "probability": 0.5929361979166666}, {"start": 2097.24, "end": 2097.6, "word": " ال", "probability": 0.9169921875}, {"start": 2097.6, "end": 2098.46, "word": " matrix", "probability": 0.8759765625}, {"start": 2098.46, "end": 2099.1, "word": " بتاعت", "probability": 0.7936197916666666}, {"start": 2099.1, "end": 2099.24, "word": " ال", "probability": 0.8359375}, {"start": 2099.24, "end": 2099.42, "word": " weight", "probability": 0.95654296875}, {"start": 2099.42, "end": 2099.58, "word": " اللي", "probability": 0.9150390625}, {"start": 2099.58, "end": 2099.84, "word": " هنا", "probability": 0.98779296875}, {"start": 2099.84, "end": 2100.44, "word": " عشان", "probability": 0.9580078125}, {"start": 2100.44, "end": 2100.82, "word": " تطلعلي", "probability": 0.88466796875}, {"start": 2100.82, "end": 2101.26, "word": " output", "probability": 0.9677734375}, {"start": 2101.26, "end": 2101.62, "word": " ال", "probability": 0.6005859375}, {"start": 2101.62, "end": 2102.02, "word": " output", "probability": 0.98095703125}, {"start": 2102.02, "end": 2102.34, "word": " هذا", "probability": 0.79931640625}, {"start": 2102.34, "end": 2102.48, "word": " اللي", "probability": 0.8662109375}, {"start": 2102.48, "end": 2102.54, "word": " هو", "probability": 0.98388671875}, {"start": 2102.54, "end": 2102.68, "word": " ال", "probability": 0.9697265625}, {"start": 2102.68, "end": 2103.02, "word": " actual", "probability": 0.81298828125}, {"start": 2103.02, "end": 2104.0, "word": " output", "probability": 0.9853515625}, {"start": 2104.0, "end": 2104.54, "word": " ايش", "probability": 0.7247721354166666}, {"start": 2104.54, "end": 2104.68, "word": " بدنا", "probability": 0.9326171875}, {"start": 2104.68, "end": 2104.96, "word": " نعمل", "probability": 0.86865234375}, {"start": 2104.96, "end": 2105.76, "word": " فيه؟", "probability": 0.7423502604166666}, {"start": 2105.76, "end": 2106.1, "word": " بدنا", "probability": 0.947509765625}, {"start": 2106.1, "end": 2106.82, "word": " نقارنه", "probability": 0.996875}, {"start": 2106.82, "end": 2107.1, "word": " بال", "probability": 0.98291015625}, {"start": 2107.1, "end": 2107.22, "word": " ..", "probability": 0.19482421875}, {"start": 2107.22, "end": 2108.02, "word": " ال", "probability": 0.75537109375}, {"start": 2108.02, "end": 2108.06, "word": " ..", "probability": 0.7705078125}, {"start": 2108.06, "end": 2108.4, "word": " ال", "probability": 0.9091796875}, {"start": 2108.4, "end": 2108.4, "word": " ..", "probability": 0.859375}, {"start": 2108.4, "end": 2109.06, "word": " ال", "probability": 0.96630859375}, {"start": 2109.06, "end": 2109.06, "word": " ..", "probability": 0.6220703125}, {"start": 2109.06, "end": 2109.22, "word": " ال", "probability": 0.943359375}, {"start": 2109.22, "end": 2109.58, "word": " desired", "probability": 0.45068359375}, {"start": 2109.58, "end": 2110.06, "word": " عشان", "probability": 0.9830729166666666}, {"start": 2110.06, "end": 2110.36, "word": " نحصل", "probability": 0.9921875}, {"start": 2110.36, "end": 2110.64, "word": " على", "probability": 0.9091796875}, {"start": 2110.64, "end": 2111.38, "word": " error", "probability": 0.95751953125}, {"start": 2111.38, "end": 2112.88, "word": " عشان", "probability": 0.9830729166666666}, {"start": 2112.88, "end": 2113.16, "word": " نحصل", "probability": 0.9934895833333334}, {"start": 2113.16, "end": 2113.38, "word": " على", "probability": 0.8994140625}, {"start": 2113.38, "end": 2113.7, "word": " قيمة", "probability": 0.99755859375}, {"start": 2113.7, "end": 2113.8, "word": " ال", "probability": 0.97412109375}, {"start": 2113.8, "end": 2114.0, "word": " error", "probability": 0.94384765625}, {"start": 2114.0, "end": 2114.54, "word": " فهي", "probability": 0.7469889322916666}, {"start": 2114.54, "end": 2114.78, "word": " اللي", "probability": 0.99169921875}, {"start": 2114.78, "end": 2115.14, "word": " هيصير", "probability": 0.6462809244791666}, {"start": 2115.14, "end": 2115.6, "word": " فعليا", "probability": 0.7926025390625}, {"start": 2115.6, "end": 2116.12, "word": " Y", "probability": 0.30419921875}, {"start": 2116.12, "end": 2116.7, "word": " J", "probability": 0.3779296875}, {"start": 2116.7, "end": 2117.26, "word": " فانا", "probability": 0.89501953125}, {"start": 2117.26, "end": 2117.56, "word": " بحسب", "probability": 0.984375}, {"start": 2117.56, "end": 2117.74, "word": " من", "probability": 0.6962890625}, {"start": 2117.74, "end": 2117.88, "word": " ال", "probability": 0.9453125}, {"start": 2117.88, "end": 2118.08, "word": " hidden", "probability": 0.90966796875}, {"start": 2118.08, "end": 2118.34, "word": " layer", "probability": 0.8984375}, {"start": 2118.34, "end": 2118.64, "word": " يعني", "probability": 0.85302734375}, {"start": 2118.64, "end": 2119.36, "word": " ال", "probability": 0.9658203125}, {"start": 2119.36, "end": 2119.64, "word": " output", "probability": 0.98291015625}, {"start": 2119.64, "end": 2119.92, "word": " تبع", "probability": 0.93212890625}, {"start": 2119.92, "end": 2120.02, "word": " ال", "probability": 0.98486328125}, {"start": 2120.02, "end": 2120.2, "word": " hidden", "probability": 0.94482421875}, {"start": 2120.2, "end": 2120.46, "word": " layer", "probability": 0.94482421875}, {"start": 2120.46, "end": 2120.7, "word": " J", "probability": 0.86181640625}], "temperature": 1.0}, {"id": 95, "seek": 214961, "start": 2122.11, "end": 2149.61, "text": "في الـ iteration الأولى التانية الخامسة المهم في نفس الـ iteration بتساوي sigmoid وهذه بدنا ناخد بالنا منها، هذه الـ sigmoid الـ sigmoid الحقيقة بتتحرك بهذا الشكل فإذا من صفر لواحد ولكن smoothly بشكل smoothly بحيث إن هي عند الـ zero بالظبط قيمتها نص قيمتها نص تمام جدا", "tokens": [41185, 2423, 39184, 24784, 16247, 12610, 7578, 16712, 7649, 10632, 33962, 10943, 3794, 3660, 9673, 16095, 8978, 8717, 36178, 2423, 39184, 24784, 39894, 3794, 995, 45865, 4556, 3280, 327, 37037, 24192, 47525, 8315, 8717, 47283, 3215, 20666, 8315, 9154, 11296, 12399, 29538, 2423, 39184, 4556, 3280, 327, 2423, 39184, 4556, 3280, 327, 21542, 38436, 28671, 39894, 2655, 5016, 31747, 39627, 15730, 25124, 28820, 6156, 28814, 15730, 9154, 20328, 5172, 2288, 5296, 14407, 24401, 35525, 19452, 19565, 4724, 8592, 28820, 19565, 4724, 5016, 1829, 12984, 36145, 39896, 43242, 2423, 39184, 4018, 20666, 19913, 3555, 9566, 12174, 32640, 2655, 11296, 8717, 9381, 12174, 32640, 2655, 11296, 8717, 9381, 46811, 10943, 10874, 28259], "avg_logprob": -0.1842623814806208, "compression_ratio": 1.8067226890756303, "no_speech_prob": 1.0728836059570312e-06, "words": [{"start": 2122.11, "end": 2122.31, "word": "في", "probability": 0.7119140625}, {"start": 2122.31, "end": 2122.41, "word": " الـ", "probability": 0.5931396484375}, {"start": 2122.41, "end": 2122.79, "word": " iteration", "probability": 0.44580078125}, {"start": 2122.79, "end": 2123.31, "word": " الأولى", "probability": 0.9228515625}, {"start": 2123.31, "end": 2123.61, "word": " التانية", "probability": 0.7046712239583334}, {"start": 2123.61, "end": 2123.99, "word": " الخامسة", "probability": 0.9134521484375}, {"start": 2123.99, "end": 2124.19, "word": " المهم", "probability": 0.84326171875}, {"start": 2124.19, "end": 2124.33, "word": " في", "probability": 0.95068359375}, {"start": 2124.33, "end": 2124.49, "word": " نفس", "probability": 0.99365234375}, {"start": 2124.49, "end": 2124.59, "word": " الـ", "probability": 0.7890625}, {"start": 2124.59, "end": 2124.95, "word": " iteration", "probability": 0.8876953125}, {"start": 2124.95, "end": 2125.83, "word": " بتساوي", "probability": 0.89404296875}, {"start": 2125.83, "end": 2126.97, "word": " sigmoid", "probability": 0.6947021484375}, {"start": 2126.97, "end": 2128.53, "word": " وهذه", "probability": 0.58544921875}, {"start": 2128.53, "end": 2129.97, "word": " بدنا", "probability": 0.79052734375}, {"start": 2129.97, "end": 2130.39, "word": " ناخد", "probability": 0.9918619791666666}, {"start": 2130.39, "end": 2130.69, "word": " بالنا", "probability": 0.904296875}, {"start": 2130.69, "end": 2131.21, "word": " منها،", "probability": 0.775390625}, {"start": 2131.21, "end": 2131.25, "word": " هذه", "probability": 0.385498046875}, {"start": 2131.25, "end": 2131.39, "word": " الـ", "probability": 0.64306640625}, {"start": 2131.39, "end": 2131.85, "word": " sigmoid", "probability": 0.9347330729166666}, {"start": 2131.85, "end": 2134.23, "word": " الـ", "probability": 0.7099609375}, {"start": 2134.23, "end": 2134.61, "word": " sigmoid", "probability": 0.9659830729166666}, {"start": 2134.61, "end": 2135.03, "word": " الحقيقة", "probability": 0.9851888020833334}, {"start": 2135.03, "end": 2135.53, "word": " بتتحرك", "probability": 0.9627685546875}, {"start": 2135.53, "end": 2135.81, "word": " بهذا", "probability": 0.95068359375}, {"start": 2135.81, "end": 2136.21, "word": " الشكل", "probability": 0.993896484375}, {"start": 2136.21, "end": 2138.25, "word": " فإذا", "probability": 0.75146484375}, {"start": 2138.25, "end": 2138.97, "word": " من", "probability": 0.86279296875}, {"start": 2138.97, "end": 2139.79, "word": " صفر", "probability": 0.9611002604166666}, {"start": 2139.79, "end": 2140.77, "word": " لواحد", "probability": 0.8782552083333334}, {"start": 2140.77, "end": 2141.17, "word": " ولكن", "probability": 0.860595703125}, {"start": 2141.17, "end": 2141.69, "word": " smoothly", "probability": 0.7431640625}, {"start": 2141.69, "end": 2142.93, "word": " بشكل", "probability": 0.943359375}, {"start": 2142.93, "end": 2143.47, "word": " smoothly", "probability": 0.85693359375}, {"start": 2143.47, "end": 2144.03, "word": " بحيث", "probability": 0.9415283203125}, {"start": 2144.03, "end": 2144.13, "word": " إن", "probability": 0.55224609375}, {"start": 2144.13, "end": 2144.25, "word": " هي", "probability": 0.7998046875}, {"start": 2144.25, "end": 2144.51, "word": " عند", "probability": 0.9658203125}, {"start": 2144.51, "end": 2144.73, "word": " الـ", "probability": 0.588134765625}, {"start": 2144.73, "end": 2144.85, "word": " zero", "probability": 0.5830078125}, {"start": 2144.85, "end": 2145.31, "word": " بالظبط", "probability": 0.973388671875}, {"start": 2145.31, "end": 2145.67, "word": " قيمتها", "probability": 0.986572265625}, {"start": 2145.67, "end": 2146.11, "word": " نص", "probability": 0.974853515625}, {"start": 2146.11, "end": 2147.59, "word": " قيمتها", "probability": 0.9407958984375}, {"start": 2147.59, "end": 2148.39, "word": " نص", "probability": 0.994873046875}, {"start": 2148.39, "end": 2149.33, "word": " تمام", "probability": 0.92822265625}, {"start": 2149.33, "end": 2149.61, "word": " جدا", "probability": 0.981201171875}], "temperature": 1.0}, {"id": 96, "seek": 217600, "start": 2150.46, "end": 2176.0, "text": "أخدناها سابقا في المحاضرة السابقة و اتكلمنا عنها الان دي ايش بتساوي؟ اكيد طبيعي جدا، هتساوي مين؟ هتساوي كتالة ال input الأول X1 في ال W تبعته و ناخد بالنا من شغلها لما قلنا J، معناته أن Y ده ممكن تكون واحد، اتنين، تلاتة، أربعة لcapital J كويس، فإذا لما تكون واحد كأن أنا بحسب لا هذا للنيوران", "tokens": [10721, 9778, 3215, 8315, 11296, 8608, 16758, 4587, 995, 8978, 9673, 5016, 46958, 25720, 21136, 16758, 28671, 4032, 1975, 2655, 4117, 19528, 8315, 18871, 11296, 2423, 7649, 11778, 1829, 1975, 1829, 8592, 39894, 3794, 995, 45865, 22807, 1975, 4117, 25708, 23032, 21292, 3615, 1829, 10874, 28259, 12399, 8032, 2655, 3794, 995, 45865, 3714, 9957, 22807, 8032, 2655, 3794, 995, 45865, 9122, 2655, 6027, 3660, 2423, 4846, 16247, 12610, 1783, 16, 8978, 2423, 343, 6055, 3555, 34268, 3224, 4032, 8717, 47283, 3215, 20666, 8315, 9154, 13412, 17082, 1211, 11296, 5296, 15042, 12174, 1211, 8315, 508, 12399, 20449, 8315, 47395, 14739, 398, 11778, 3224, 3714, 43020, 6055, 30544, 36764, 24401, 12399, 1975, 2655, 1863, 9957, 12399, 6055, 1211, 9307, 3660, 12399, 5551, 25513, 27884, 5296, 9485, 1686, 508, 9122, 45865, 3794, 12399, 6156, 28814, 15730, 5296, 15042, 6055, 30544, 36764, 24401, 9122, 33456, 41850, 4724, 5016, 35457, 20193, 23758, 24976, 22653, 13063, 7649], "avg_logprob": -0.2080592116046893, "compression_ratio": 1.7915194346289753, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 2150.46, "end": 2150.98, "word": "أخدناها", "probability": 0.875390625}, {"start": 2150.98, "end": 2151.42, "word": " سابقا", "probability": 0.82135009765625}, {"start": 2151.42, "end": 2151.96, "word": " في", "probability": 0.81787109375}, {"start": 2151.96, "end": 2152.34, "word": " المحاضرة", "probability": 0.9677734375}, {"start": 2152.34, "end": 2152.82, "word": " السابقة", "probability": 0.9825846354166666}, {"start": 2152.82, "end": 2153.2, "word": " و", "probability": 0.63818359375}, {"start": 2153.2, "end": 2153.56, "word": " اتكلمنا", "probability": 0.853662109375}, {"start": 2153.56, "end": 2153.8, "word": " عنها", "probability": 0.99169921875}, {"start": 2153.8, "end": 2154.28, "word": " الان", "probability": 0.580322265625}, {"start": 2154.28, "end": 2154.48, "word": " دي", "probability": 0.6016845703125}, {"start": 2154.48, "end": 2154.58, "word": " ايش", "probability": 0.7796223958333334}, {"start": 2154.58, "end": 2155.12, "word": " بتساوي؟", "probability": 0.831396484375}, {"start": 2155.12, "end": 2155.5, "word": " اكيد", "probability": 0.8544921875}, {"start": 2155.5, "end": 2156.04, "word": " طبيعي", "probability": 0.894775390625}, {"start": 2156.04, "end": 2156.42, "word": " جدا،", "probability": 0.9098307291666666}, {"start": 2156.42, "end": 2156.82, "word": " هتساوي", "probability": 0.9357421875}, {"start": 2156.82, "end": 2157.28, "word": " مين؟", "probability": 0.9217122395833334}, {"start": 2157.28, "end": 2157.7, "word": " هتساوي", "probability": 0.980859375}, {"start": 2157.7, "end": 2158.22, "word": " كتالة", "probability": 0.85302734375}, {"start": 2158.22, "end": 2158.64, "word": " ال", "probability": 0.76171875}, {"start": 2158.64, "end": 2158.94, "word": " input", "probability": 0.927734375}, {"start": 2158.94, "end": 2159.3, "word": " الأول", "probability": 0.845458984375}, {"start": 2159.3, "end": 2159.98, "word": " X1", "probability": 0.6142578125}, {"start": 2159.98, "end": 2160.6, "word": " في", "probability": 0.87451171875}, {"start": 2160.6, "end": 2160.72, "word": " ال", "probability": 0.95556640625}, {"start": 2160.72, "end": 2160.94, "word": " W", "probability": 0.52294921875}, {"start": 2160.94, "end": 2161.48, "word": " تبعته", "probability": 0.9276123046875}, {"start": 2161.48, "end": 2161.86, "word": " و", "probability": 0.6474609375}, {"start": 2161.86, "end": 2162.44, "word": " ناخد", "probability": 0.8665364583333334}, {"start": 2162.44, "end": 2162.7, "word": " بالنا", "probability": 0.93212890625}, {"start": 2162.7, "end": 2162.8, "word": " من", "probability": 0.986328125}, {"start": 2162.8, "end": 2163.44, "word": " شغلها", "probability": 0.7904052734375}, {"start": 2163.44, "end": 2164.22, "word": " لما", "probability": 0.8037109375}, {"start": 2164.22, "end": 2164.5, "word": " قلنا", "probability": 0.7716471354166666}, {"start": 2164.5, "end": 2165.38, "word": " J،", "probability": 0.651123046875}, {"start": 2165.38, "end": 2165.76, "word": " معناته", "probability": 0.9358723958333334}, {"start": 2165.76, "end": 2165.94, "word": " أن", "probability": 0.446533203125}, {"start": 2165.94, "end": 2166.2, "word": " Y", "probability": 0.85009765625}, {"start": 2166.2, "end": 2166.4, "word": " ده", "probability": 0.4564208984375}, {"start": 2166.4, "end": 2166.6, "word": " ممكن", "probability": 0.9443359375}, {"start": 2166.6, "end": 2166.84, "word": " تكون", "probability": 0.9716796875}, {"start": 2166.84, "end": 2167.98, "word": " واحد،", "probability": 0.7177734375}, {"start": 2167.98, "end": 2168.9, "word": " اتنين،", "probability": 0.9591796875}, {"start": 2168.9, "end": 2169.7, "word": " تلاتة،", "probability": 0.97216796875}, {"start": 2169.7, "end": 2170.12, "word": " أربعة", "probability": 0.85302734375}, {"start": 2170.12, "end": 2170.9, "word": " لcapital", "probability": 0.6966145833333334}, {"start": 2170.9, "end": 2172.22, "word": " J", "probability": 0.487060546875}, {"start": 2172.22, "end": 2173.6, "word": " كويس،", "probability": 0.8614501953125}, {"start": 2173.6, "end": 2173.8, "word": " فإذا", "probability": 0.7705078125}, {"start": 2173.8, "end": 2174.02, "word": " لما", "probability": 0.89892578125}, {"start": 2174.02, "end": 2174.26, "word": " تكون", "probability": 0.990234375}, {"start": 2174.26, "end": 2174.62, "word": " واحد", "probability": 0.98876953125}, {"start": 2174.62, "end": 2174.82, "word": " كأن", "probability": 0.68896484375}, {"start": 2174.82, "end": 2174.92, "word": " أنا", "probability": 0.5966796875}, {"start": 2174.92, "end": 2175.22, "word": " بحسب", "probability": 0.9723307291666666}, {"start": 2175.22, "end": 2175.36, "word": " لا", "probability": 0.438232421875}, {"start": 2175.36, "end": 2175.54, "word": " هذا", "probability": 0.70947265625}, {"start": 2175.54, "end": 2176.0, "word": " للنيوران", "probability": 0.70989990234375}], "temperature": 1.0}, {"id": 97, "seek": 220063, "start": 2177.03, "end": 2200.63, "text": "نحسب لنيورن هادي طب هتنشوف لنيورن هادي لحالها على اعتبار انه صارت Y واحد لان قيمة ال J بتساوي واحد هي عبارة عن X واحد في ال W بتاعتها X اتنين زي X اتنين في ال W تاعتها X تلاتة في ال W تاعتها X أربع في ال W تاعتها فجدش عددهم N", "tokens": [1863, 5016, 35457, 5296, 1863, 1829, 13063, 1863, 8032, 995, 16254, 23032, 3555, 8032, 2655, 1863, 8592, 38688, 5296, 1863, 1829, 13063, 1863, 8032, 995, 16254, 5296, 5016, 6027, 11296, 15844, 1975, 34268, 3555, 9640, 16472, 3224, 20328, 9640, 2655, 398, 36764, 24401, 5296, 7649, 12174, 32640, 3660, 2423, 508, 39894, 3794, 995, 45865, 36764, 24401, 39896, 6225, 3555, 9640, 3660, 18871, 1783, 36764, 24401, 8978, 2423, 343, 39894, 995, 34268, 11296, 1783, 1975, 2655, 1863, 9957, 30767, 1829, 1783, 1975, 2655, 1863, 9957, 8978, 2423, 343, 6055, 995, 34268, 11296, 1783, 6055, 1211, 9307, 3660, 8978, 2423, 343, 6055, 995, 34268, 11296, 1783, 5551, 25513, 3615, 8978, 2423, 343, 6055, 995, 34268, 11296, 6156, 7435, 3215, 8592, 6225, 3215, 3215, 16095, 426], "avg_logprob": -0.18699596678057023, "compression_ratio": 2.109289617486339, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 2177.03, "end": 2177.45, "word": "نحسب", "probability": 0.89306640625}, {"start": 2177.45, "end": 2177.83, "word": " لنيورن", "probability": 0.54931640625}, {"start": 2177.83, "end": 2178.05, "word": " هادي", "probability": 0.64013671875}, {"start": 2178.05, "end": 2178.45, "word": " طب", "probability": 0.6923828125}, {"start": 2178.45, "end": 2178.85, "word": " هتنشوف", "probability": 0.8765625}, {"start": 2178.85, "end": 2179.29, "word": " لنيورن", "probability": 0.8896484375}, {"start": 2179.29, "end": 2179.47, "word": " هادي", "probability": 0.8880208333333334}, {"start": 2179.47, "end": 2179.91, "word": " لحالها", "probability": 0.982421875}, {"start": 2179.91, "end": 2180.27, "word": " على", "probability": 0.72900390625}, {"start": 2180.27, "end": 2180.53, "word": " اعتبار", "probability": 0.9639892578125}, {"start": 2180.53, "end": 2180.71, "word": " انه", "probability": 0.740966796875}, {"start": 2180.71, "end": 2180.95, "word": " صارت", "probability": 0.8942057291666666}, {"start": 2180.95, "end": 2181.21, "word": " Y", "probability": 0.6552734375}, {"start": 2181.21, "end": 2182.03, "word": " واحد", "probability": 0.58184814453125}, {"start": 2182.03, "end": 2182.99, "word": " لان", "probability": 0.5517578125}, {"start": 2182.99, "end": 2183.29, "word": " قيمة", "probability": 0.9650065104166666}, {"start": 2183.29, "end": 2183.41, "word": " ال", "probability": 0.8896484375}, {"start": 2183.41, "end": 2183.59, "word": " J", "probability": 0.32958984375}, {"start": 2183.59, "end": 2184.17, "word": " بتساوي", "probability": 0.7174072265625}, {"start": 2184.17, "end": 2184.47, "word": " واحد", "probability": 0.9482421875}, {"start": 2184.47, "end": 2184.81, "word": " هي", "probability": 0.71142578125}, {"start": 2184.81, "end": 2185.17, "word": " عبارة", "probability": 0.996826171875}, {"start": 2185.17, "end": 2185.47, "word": " عن", "probability": 0.994140625}, {"start": 2185.47, "end": 2186.73, "word": " X", "probability": 0.92041015625}, {"start": 2186.73, "end": 2187.23, "word": " واحد", "probability": 0.86865234375}, {"start": 2187.23, "end": 2188.01, "word": " في", "probability": 0.97802734375}, {"start": 2188.01, "end": 2188.47, "word": " ال", "probability": 0.96923828125}, {"start": 2188.47, "end": 2188.69, "word": " W", "probability": 0.83154296875}, {"start": 2188.69, "end": 2189.17, "word": " بتاعتها", "probability": 0.837646484375}, {"start": 2189.17, "end": 2190.55, "word": " X", "probability": 0.90966796875}, {"start": 2190.55, "end": 2191.21, "word": " اتنين", "probability": 0.81640625}, {"start": 2191.21, "end": 2191.57, "word": " زي", "probability": 0.765625}, {"start": 2191.57, "end": 2191.77, "word": " X", "probability": 0.61083984375}, {"start": 2191.77, "end": 2192.05, "word": " اتنين", "probability": 0.9344482421875}, {"start": 2192.05, "end": 2192.17, "word": " في", "probability": 0.97802734375}, {"start": 2192.17, "end": 2192.27, "word": " ال", "probability": 0.94384765625}, {"start": 2192.27, "end": 2192.51, "word": " W", "probability": 0.96533203125}, {"start": 2192.51, "end": 2192.99, "word": " تاعتها", "probability": 0.85943603515625}, {"start": 2192.99, "end": 2193.49, "word": " X", "probability": 0.90380859375}, {"start": 2193.49, "end": 2195.23, "word": " تلاتة", "probability": 0.9342041015625}, {"start": 2195.23, "end": 2195.57, "word": " في", "probability": 0.984375}, {"start": 2195.57, "end": 2195.65, "word": " ال", "probability": 0.96044921875}, {"start": 2195.65, "end": 2195.89, "word": " W", "probability": 0.982421875}, {"start": 2195.89, "end": 2196.33, "word": " تاعتها", "probability": 0.9771728515625}, {"start": 2196.33, "end": 2196.79, "word": " X", "probability": 0.9599609375}, {"start": 2196.79, "end": 2197.33, "word": " أربع", "probability": 0.7106119791666666}, {"start": 2197.33, "end": 2197.57, "word": " في", "probability": 0.99658203125}, {"start": 2197.57, "end": 2197.71, "word": " ال", "probability": 0.97998046875}, {"start": 2197.71, "end": 2197.99, "word": " W", "probability": 0.99072265625}, {"start": 2197.99, "end": 2198.89, "word": " تاعتها", "probability": 0.9854736328125}, {"start": 2198.89, "end": 2199.81, "word": " فجدش", "probability": 0.914306640625}, {"start": 2199.81, "end": 2200.33, "word": " عددهم", "probability": 0.9805908203125}, {"start": 2200.33, "end": 2200.63, "word": " N", "probability": 0.82470703125}], "temperature": 1.0}, {"id": 98, "seek": 222591, "start": 2202.15, "end": 2225.91, "text": "عددهم N، كويس، فهي X I و I من واحد to N، كويس، كل واحدة مضروبة في ميد في ال W بتاعتها، مدام أنا حسبت ل Y واحد، فإذا ال J هنا واحد دائما، خلاص، بتصير عندي Y، عفوا، ال I واحد، فإذا X واحد، مضروبة في W واحد واحد", "tokens": [22488, 3215, 16095, 426, 12399, 9122, 45865, 3794, 12399, 6156, 3224, 1829, 1783, 286, 4032, 286, 9154, 36764, 24401, 281, 426, 12399, 9122, 45865, 3794, 12399, 28242, 36764, 24401, 3660, 3714, 11242, 32887, 49401, 8978, 3714, 25708, 8978, 2423, 343, 39894, 995, 34268, 11296, 12399, 3714, 3215, 10943, 41850, 11331, 35457, 2655, 5296, 398, 36764, 24401, 12399, 6156, 28814, 15730, 2423, 508, 34105, 36764, 24401, 11778, 16373, 15042, 12399, 16490, 1211, 33546, 12399, 39894, 9381, 13546, 18871, 16254, 398, 12399, 6225, 5172, 14407, 12399, 2423, 286, 36764, 24401, 12399, 6156, 28814, 15730, 1783, 36764, 24401, 12399, 3714, 11242, 32887, 49401, 8978, 343, 36764, 24401, 36764, 24401], "avg_logprob": -0.24737150201173586, "compression_ratio": 1.8978494623655915, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 2202.15, "end": 2202.61, "word": "عددهم", "probability": 0.9176432291666666}, {"start": 2202.61, "end": 2203.61, "word": " N،", "probability": 0.3582763671875}, {"start": 2203.61, "end": 2204.13, "word": " كويس،", "probability": 0.815673828125}, {"start": 2204.13, "end": 2204.55, "word": " فهي", "probability": 0.96630859375}, {"start": 2204.55, "end": 2205.53, "word": " X", "probability": 0.2471923828125}, {"start": 2205.53, "end": 2206.11, "word": " I", "probability": 0.42724609375}, {"start": 2206.11, "end": 2206.57, "word": " و", "probability": 0.7373046875}, {"start": 2206.57, "end": 2206.75, "word": " I", "probability": 0.79443359375}, {"start": 2206.75, "end": 2206.93, "word": " من", "probability": 0.9765625}, {"start": 2206.93, "end": 2207.27, "word": " واحد", "probability": 0.875}, {"start": 2207.27, "end": 2207.43, "word": " to", "probability": 0.70166015625}, {"start": 2207.43, "end": 2208.15, "word": " N،", "probability": 0.814697265625}, {"start": 2208.15, "end": 2209.53, "word": " كويس،", "probability": 0.8634033203125}, {"start": 2209.53, "end": 2209.71, "word": " كل", "probability": 0.9267578125}, {"start": 2209.71, "end": 2209.95, "word": " واحدة", "probability": 0.9889322916666666}, {"start": 2209.95, "end": 2210.21, "word": " مضروبة", "probability": 0.9586181640625}, {"start": 2210.21, "end": 2210.35, "word": " في", "probability": 0.9111328125}, {"start": 2210.35, "end": 2210.51, "word": " ميد", "probability": 0.31329345703125}, {"start": 2210.51, "end": 2210.61, "word": " في", "probability": 0.77685546875}, {"start": 2210.61, "end": 2210.71, "word": " ال", "probability": 0.94775390625}, {"start": 2210.71, "end": 2210.91, "word": " W", "probability": 0.48486328125}, {"start": 2210.91, "end": 2211.89, "word": " بتاعتها،", "probability": 0.829296875}, {"start": 2211.89, "end": 2212.17, "word": " مدام", "probability": 0.869140625}, {"start": 2212.17, "end": 2212.35, "word": " أنا", "probability": 0.69482421875}, {"start": 2212.35, "end": 2212.81, "word": " حسبت", "probability": 0.9111328125}, {"start": 2212.81, "end": 2212.91, "word": " ل", "probability": 0.372802734375}, {"start": 2212.91, "end": 2213.09, "word": " Y", "probability": 0.92919921875}, {"start": 2213.09, "end": 2213.57, "word": " واحد،", "probability": 0.7791341145833334}, {"start": 2213.57, "end": 2213.79, "word": " فإذا", "probability": 0.8107096354166666}, {"start": 2213.79, "end": 2214.51, "word": " ال", "probability": 0.751953125}, {"start": 2214.51, "end": 2214.67, "word": " J", "probability": 0.68896484375}, {"start": 2214.67, "end": 2214.83, "word": " هنا", "probability": 0.9873046875}, {"start": 2214.83, "end": 2215.17, "word": " واحد", "probability": 0.788330078125}, {"start": 2215.17, "end": 2215.65, "word": " دائما،", "probability": 0.7569580078125}, {"start": 2215.65, "end": 2217.03, "word": " خلاص،", "probability": 0.9559326171875}, {"start": 2217.03, "end": 2217.39, "word": " بتصير", "probability": 0.9768880208333334}, {"start": 2217.39, "end": 2217.67, "word": " عندي", "probability": 0.70947265625}, {"start": 2217.67, "end": 2219.05, "word": " Y،", "probability": 0.613525390625}, {"start": 2219.05, "end": 2219.53, "word": " عفوا،", "probability": 0.6790771484375}, {"start": 2219.53, "end": 2219.77, "word": " ال", "probability": 0.50439453125}, {"start": 2219.77, "end": 2220.51, "word": " I", "probability": 0.90283203125}, {"start": 2220.51, "end": 2222.05, "word": " واحد،", "probability": 0.8728841145833334}, {"start": 2222.05, "end": 2222.29, "word": " فإذا", "probability": 0.9694010416666666}, {"start": 2222.29, "end": 2222.71, "word": " X", "probability": 0.8642578125}, {"start": 2222.71, "end": 2223.63, "word": " واحد،", "probability": 0.84716796875}, {"start": 2223.63, "end": 2224.15, "word": " مضروبة", "probability": 0.9874267578125}, {"start": 2224.15, "end": 2224.31, "word": " في", "probability": 0.994140625}, {"start": 2224.31, "end": 2224.71, "word": " W", "probability": 0.97021484375}, {"start": 2224.71, "end": 2225.37, "word": " واحد", "probability": 0.873291015625}, {"start": 2225.37, "end": 2225.91, "word": " واحد", "probability": 0.835205078125}], "temperature": 1.0}, {"id": 99, "seek": 224773, "start": 2226.72, "end": 2247.74, "text": "زائد X2 مضروبة في W2 واحد X3 مضروبة في W3 واحد and so on كويس كلهم المجموع كامل على بعضه ما ننساش ل threshold بتاعة مين؟ بتاعة J وهو اللي قلنا واحد معناه ذلك أن هادي فيه الها فيه تخاصة فيها", "tokens": [11622, 16373, 3215, 1783, 17, 3714, 11242, 32887, 49401, 8978, 343, 17, 36764, 24401, 1783, 18, 3714, 11242, 32887, 49401, 8978, 343, 18, 36764, 24401, 293, 370, 322, 9122, 45865, 3794, 28242, 16095, 9673, 7435, 2304, 45367, 9122, 10943, 1211, 15844, 45030, 11242, 3224, 19446, 8717, 1863, 3794, 33599, 5296, 14678, 39894, 995, 27884, 3714, 9957, 22807, 39894, 995, 27884, 508, 37037, 2407, 13672, 1829, 12174, 1211, 8315, 36764, 24401, 20449, 8315, 3224, 29910, 23275, 14739, 8032, 995, 16254, 8978, 3224, 2423, 11296, 8978, 3224, 6055, 9778, 33546, 3660, 8978, 11296], "avg_logprob": -0.24303668964168298, "compression_ratio": 1.5888324873096447, "no_speech_prob": 3.2186508178710938e-06, "words": [{"start": 2226.72, "end": 2227.56, "word": "زائد", "probability": 0.7819010416666666}, {"start": 2227.56, "end": 2228.74, "word": " X2", "probability": 0.6072998046875}, {"start": 2228.74, "end": 2229.18, "word": " مضروبة", "probability": 0.9189453125}, {"start": 2229.18, "end": 2229.34, "word": " في", "probability": 0.9580078125}, {"start": 2229.34, "end": 2229.9, "word": " W2", "probability": 0.896484375}, {"start": 2229.9, "end": 2230.56, "word": " واحد", "probability": 0.57147216796875}, {"start": 2230.56, "end": 2231.62, "word": " X3", "probability": 0.827392578125}, {"start": 2231.62, "end": 2231.98, "word": " مضروبة", "probability": 0.9775390625}, {"start": 2231.98, "end": 2232.14, "word": " في", "probability": 0.97314453125}, {"start": 2232.14, "end": 2233.18, "word": " W3", "probability": 0.900634765625}, {"start": 2233.18, "end": 2233.72, "word": " واحد", "probability": 0.9638671875}, {"start": 2233.72, "end": 2233.96, "word": " and", "probability": 0.72705078125}, {"start": 2233.96, "end": 2234.12, "word": " so", "probability": 0.9228515625}, {"start": 2234.12, "end": 2234.94, "word": " on", "probability": 0.9541015625}, {"start": 2234.94, "end": 2235.32, "word": " كويس", "probability": 0.8069661458333334}, {"start": 2235.32, "end": 2236.12, "word": " كلهم", "probability": 0.828369140625}, {"start": 2236.12, "end": 2236.52, "word": " المجموع", "probability": 0.975341796875}, {"start": 2236.52, "end": 2236.82, "word": " كامل", "probability": 0.9847005208333334}, {"start": 2236.82, "end": 2236.96, "word": " على", "probability": 0.62646484375}, {"start": 2236.96, "end": 2237.46, "word": " بعضه", "probability": 0.9482421875}, {"start": 2237.46, "end": 2237.74, "word": " ما", "probability": 0.7646484375}, {"start": 2237.74, "end": 2238.28, "word": " ننساش", "probability": 0.9139404296875}, {"start": 2238.28, "end": 2238.42, "word": " ل", "probability": 0.62939453125}, {"start": 2238.42, "end": 2238.78, "word": " threshold", "probability": 0.290283203125}, {"start": 2238.78, "end": 2239.32, "word": " بتاعة", "probability": 0.8216145833333334}, {"start": 2239.32, "end": 2240.42, "word": " مين؟", "probability": 0.6455078125}, {"start": 2240.42, "end": 2240.76, "word": " بتاعة", "probability": 0.9527994791666666}, {"start": 2240.76, "end": 2241.12, "word": " J", "probability": 0.779296875}, {"start": 2241.12, "end": 2241.96, "word": " وهو", "probability": 0.4617919921875}, {"start": 2241.96, "end": 2242.14, "word": " اللي", "probability": 0.97412109375}, {"start": 2242.14, "end": 2242.42, "word": " قلنا", "probability": 0.7633463541666666}, {"start": 2242.42, "end": 2242.88, "word": " واحد", "probability": 0.984619140625}, {"start": 2242.88, "end": 2243.4, "word": " معناه", "probability": 0.81396484375}, {"start": 2243.4, "end": 2243.6, "word": " ذلك", "probability": 0.982177734375}, {"start": 2243.6, "end": 2243.76, "word": " أن", "probability": 0.428955078125}, {"start": 2243.76, "end": 2244.18, "word": " هادي", "probability": 0.5235188802083334}, {"start": 2244.18, "end": 2244.92, "word": " فيه", "probability": 0.651123046875}, {"start": 2244.92, "end": 2245.26, "word": " الها", "probability": 0.3919677734375}, {"start": 2245.26, "end": 2246.9, "word": " فيه", "probability": 0.717041015625}, {"start": 2246.9, "end": 2247.42, "word": " تخاصة", "probability": 0.8294677734375}, {"start": 2247.42, "end": 2247.74, "word": " فيها", "probability": 0.992431640625}], "temperature": 1.0}, {"id": 100, "seek": 227463, "start": 2249.47, "end": 2274.63, "text": "اللي هي θ واحد، هذه إليها θ خاصة فيها، θ تنين، وهذه إليها θ خاصة فيها، اللي هي θ J، capital J، هذه نفس الكلام، في إليها θ الخاصة فيها، واحد، وهذه في إليها θ خاصة فيها، لأن كل واحدة منهم عبارة عن perceptron واحد، لكن احنا عطيناهم multi-perceptrons، مش أكتر من هيك، بس كل perceptron هو نفس الخلية السابقة اللي حكينا عنها سابقاً", "tokens": [6027, 20292, 39896, 12622, 36764, 24401, 12399, 29538, 11933, 20292, 11296, 12622, 16490, 33546, 3660, 8978, 11296, 12399, 12622, 6055, 1863, 9957, 12399, 37037, 24192, 11933, 20292, 11296, 12622, 16490, 33546, 3660, 8978, 11296, 12399, 13672, 1829, 39896, 12622, 508, 12399, 4238, 508, 12399, 29538, 8717, 36178, 2423, 28820, 10943, 12399, 8978, 11933, 20292, 11296, 12622, 33962, 33546, 3660, 8978, 11296, 12399, 36764, 24401, 12399, 37037, 24192, 8978, 11933, 20292, 11296, 12622, 16490, 33546, 3660, 8978, 11296, 12399, 5296, 33456, 28242, 36764, 24401, 3660, 9154, 16095, 6225, 3555, 9640, 3660, 18871, 43276, 2044, 36764, 24401, 12399, 44381, 1975, 5016, 8315, 6225, 9566, 1829, 8315, 16095, 4825, 12, 610, 1336, 13270, 12399, 37893, 5551, 4117, 2655, 2288, 9154, 39896, 4117, 12399, 4724, 3794, 28242, 43276, 2044, 31439, 8717, 36178, 33962, 1211, 10632, 21136, 16758, 28671, 13672, 1829, 11331, 4117, 1829, 8315, 18871, 11296, 8608, 16758, 4587, 995, 14111], "avg_logprob": -0.17768158451528163, "compression_ratio": 2.1902834008097165, "no_speech_prob": 1.7881393432617188e-06, "words": [{"start": 2249.47, "end": 2249.73, "word": "اللي", "probability": 0.808837890625}, {"start": 2249.73, "end": 2249.85, "word": " هي", "probability": 0.8935546875}, {"start": 2249.85, "end": 2250.05, "word": " θ", "probability": 0.66357421875}, {"start": 2250.05, "end": 2250.99, "word": " واحد،", "probability": 0.4864501953125}, {"start": 2250.99, "end": 2251.21, "word": " هذه", "probability": 0.4892578125}, {"start": 2251.21, "end": 2251.45, "word": " إليها", "probability": 0.5240885416666666}, {"start": 2251.45, "end": 2251.65, "word": " θ", "probability": 0.79638671875}, {"start": 2251.65, "end": 2252.09, "word": " خاصة", "probability": 0.96044921875}, {"start": 2252.09, "end": 2252.97, "word": " فيها،", "probability": 0.8916015625}, {"start": 2252.97, "end": 2253.11, "word": " θ", "probability": 0.4833984375}, {"start": 2253.11, "end": 2253.67, "word": " تنين،", "probability": 0.64324951171875}, {"start": 2253.67, "end": 2253.99, "word": " وهذه", "probability": 0.78173828125}, {"start": 2253.99, "end": 2254.23, "word": " إليها", "probability": 0.9759114583333334}, {"start": 2254.23, "end": 2254.45, "word": " θ", "probability": 0.92822265625}, {"start": 2254.45, "end": 2254.95, "word": " خاصة", "probability": 0.9890950520833334}, {"start": 2254.95, "end": 2255.65, "word": " فيها،", "probability": 0.9493815104166666}, {"start": 2255.65, "end": 2255.77, "word": " اللي", "probability": 0.911376953125}, {"start": 2255.77, "end": 2255.89, "word": " هي", "probability": 0.95556640625}, {"start": 2255.89, "end": 2256.19, "word": " θ", "probability": 0.75048828125}, {"start": 2256.19, "end": 2257.97, "word": " J،", "probability": 0.47265625}, {"start": 2257.97, "end": 2258.99, "word": " capital", "probability": 0.59912109375}, {"start": 2258.99, "end": 2259.51, "word": " J،", "probability": 0.6663818359375}, {"start": 2259.51, "end": 2259.73, "word": " هذه", "probability": 0.84130859375}, {"start": 2259.73, "end": 2259.93, "word": " نفس", "probability": 0.99267578125}, {"start": 2259.93, "end": 2260.39, "word": " الكلام،", "probability": 0.9443359375}, {"start": 2260.39, "end": 2260.43, "word": " في", "probability": 0.5615234375}, {"start": 2260.43, "end": 2260.63, "word": " إليها", "probability": 0.8929036458333334}, {"start": 2260.63, "end": 2260.81, "word": " θ", "probability": 0.71044921875}, {"start": 2260.81, "end": 2261.25, "word": " الخاصة", "probability": 0.95263671875}, {"start": 2261.25, "end": 2261.95, "word": " فيها،", "probability": 0.9306640625}, {"start": 2261.95, "end": 2262.39, "word": " واحد،", "probability": 0.9244791666666666}, {"start": 2262.39, "end": 2262.59, "word": " وهذه", "probability": 0.804443359375}, {"start": 2262.59, "end": 2262.71, "word": " في", "probability": 0.94482421875}, {"start": 2262.71, "end": 2262.87, "word": " إليها", "probability": 0.9814453125}, {"start": 2262.87, "end": 2263.07, "word": " θ", "probability": 0.91796875}, {"start": 2263.07, "end": 2263.47, "word": " خاصة", "probability": 0.9480794270833334}, {"start": 2263.47, "end": 2264.41, "word": " فيها،", "probability": 0.9202473958333334}, {"start": 2264.41, "end": 2265.61, "word": " لأن", "probability": 0.876220703125}, {"start": 2265.61, "end": 2265.83, "word": " كل", "probability": 0.86279296875}, {"start": 2265.83, "end": 2266.13, "word": " واحدة", "probability": 0.9915364583333334}, {"start": 2266.13, "end": 2266.47, "word": " منهم", "probability": 0.99609375}, {"start": 2266.47, "end": 2266.99, "word": " عبارة", "probability": 0.9971923828125}, {"start": 2266.99, "end": 2267.13, "word": " عن", "probability": 0.99560546875}, {"start": 2267.13, "end": 2267.91, "word": " perceptron", "probability": 0.7071533203125}, {"start": 2267.91, "end": 2268.61, "word": " واحد،", "probability": 0.9710286458333334}, {"start": 2268.61, "end": 2268.77, "word": " لكن", "probability": 0.97119140625}, {"start": 2268.77, "end": 2268.95, "word": " احنا", "probability": 0.8216145833333334}, {"start": 2268.95, "end": 2269.51, "word": " عطيناهم", "probability": 0.8146484375}, {"start": 2269.51, "end": 2269.77, "word": " multi", "probability": 0.45751953125}, {"start": 2269.77, "end": 2270.61, "word": "-perceptrons،", "probability": 0.847509765625}, {"start": 2270.61, "end": 2270.75, "word": " مش", "probability": 0.953125}, {"start": 2270.75, "end": 2271.01, "word": " أكتر", "probability": 0.9393310546875}, {"start": 2271.01, "end": 2271.15, "word": " من", "probability": 0.9951171875}, {"start": 2271.15, "end": 2271.59, "word": " هيك،", "probability": 0.91650390625}, {"start": 2271.59, "end": 2271.75, "word": " بس", "probability": 0.98291015625}, {"start": 2271.75, "end": 2271.91, "word": " كل", "probability": 0.98095703125}, {"start": 2271.91, "end": 2272.39, "word": " perceptron", "probability": 0.946533203125}, {"start": 2272.39, "end": 2272.55, "word": " هو", "probability": 0.970703125}, {"start": 2272.55, "end": 2272.79, "word": " نفس", "probability": 0.9951171875}, {"start": 2272.79, "end": 2273.17, "word": " الخلية", "probability": 0.9529622395833334}, {"start": 2273.17, "end": 2273.55, "word": " السابقة", "probability": 0.9816080729166666}, {"start": 2273.55, "end": 2273.65, "word": " اللي", "probability": 0.951416015625}, {"start": 2273.65, "end": 2273.95, "word": " حكينا", "probability": 0.96826171875}, {"start": 2273.95, "end": 2274.15, "word": " عنها", "probability": 0.991943359375}, {"start": 2274.15, "end": 2274.63, "word": " سابقاً", "probability": 0.89619140625}], "temperature": 1.0}, {"id": 101, "seek": 230282, "start": 2275.1, "end": 2302.82, "text": "نفس ال model اللي حكينا عنه سابقا، مجرد ان احنا بس عملنا accumulation منه، عملنا تجميع منه، مش اكتر، تمام، هيك احنا حسبنا لمين؟ لل Y، واحد، بعد ما خلصنا بنحسب ل Y اتنين، ل Y تلاتة، ل Y capital J، بنكون خلصنا ال layer هذه، حسبنا قيمهم، بناخد بالنا انه الناتج النهائي لل summation، بدنا نوديه، ناخده على السيجمويد، جديش قيمته، بدنا نحطه على السيجمويد، قيمته مثلا،", "tokens": [1863, 36178, 2423, 2316, 13672, 1829, 11331, 4117, 1829, 8315, 18871, 3224, 8608, 16758, 4587, 995, 12399, 3714, 7435, 2288, 3215, 16472, 1975, 5016, 8315, 4724, 3794, 6225, 42213, 8315, 35647, 9154, 3224, 12399, 6225, 42213, 8315, 6055, 7435, 2304, 40228, 9154, 3224, 12399, 37893, 1975, 4117, 2655, 2288, 12399, 46811, 10943, 12399, 39896, 4117, 1975, 5016, 8315, 11331, 35457, 8315, 32767, 9957, 22807, 24976, 398, 12399, 36764, 24401, 12399, 39182, 19446, 16490, 1211, 9381, 8315, 44945, 5016, 35457, 5296, 398, 1975, 2655, 1863, 9957, 12399, 5296, 398, 6055, 1211, 9307, 3660, 12399, 5296, 398, 4238, 508, 12399, 44945, 30544, 16490, 1211, 9381, 8315, 2423, 4583, 29538, 12399, 11331, 35457, 8315, 12174, 32640, 16095, 12399, 44945, 47283, 3215, 20666, 8315, 16472, 3224, 2423, 8315, 2655, 7435, 28239, 3224, 16373, 1829, 24976, 28811, 12399, 47525, 8315, 8717, 2407, 16254, 3224, 12399, 8717, 47283, 3215, 3224, 15844, 21136, 1829, 7435, 2304, 2407, 25708, 12399, 10874, 16254, 8592, 12174, 32640, 47395, 12399, 47525, 8315, 8717, 5016, 9566, 3224, 15844, 21136, 1829, 7435, 2304, 2407, 25708, 12399, 12174, 32640, 47395, 50113, 15040, 12399], "avg_logprob": -0.15980902347299789, "compression_ratio": 1.9615384615384615, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2275.1, "end": 2275.54, "word": "نفس", "probability": 0.891845703125}, {"start": 2275.54, "end": 2276.16, "word": " ال", "probability": 0.787109375}, {"start": 2276.16, "end": 2276.42, "word": " model", "probability": 0.53271484375}, {"start": 2276.42, "end": 2276.56, "word": " اللي", "probability": 0.83837890625}, {"start": 2276.56, "end": 2276.88, "word": " حكينا", "probability": 0.9671630859375}, {"start": 2276.88, "end": 2277.1, "word": " عنه", "probability": 0.9833984375}, {"start": 2277.1, "end": 2277.84, "word": " سابقا،", "probability": 0.8099853515625}, {"start": 2277.84, "end": 2278.38, "word": " مجرد", "probability": 0.9371337890625}, {"start": 2278.38, "end": 2278.48, "word": " ان", "probability": 0.318603515625}, {"start": 2278.48, "end": 2278.62, "word": " احنا", "probability": 0.8157552083333334}, {"start": 2278.62, "end": 2278.84, "word": " بس", "probability": 0.840087890625}, {"start": 2278.84, "end": 2279.12, "word": " عملنا", "probability": 0.9749348958333334}, {"start": 2279.12, "end": 2279.44, "word": " accumulation", "probability": 0.92236328125}, {"start": 2279.44, "end": 2280.62, "word": " منه،", "probability": 0.8372395833333334}, {"start": 2280.62, "end": 2280.92, "word": " عملنا", "probability": 0.9532877604166666}, {"start": 2280.92, "end": 2281.3, "word": " تجميع", "probability": 0.986572265625}, {"start": 2281.3, "end": 2281.58, "word": " منه،", "probability": 0.8645833333333334}, {"start": 2281.58, "end": 2281.62, "word": " مش", "probability": 0.96875}, {"start": 2281.62, "end": 2282.96, "word": " اكتر،", "probability": 0.792041015625}, {"start": 2282.96, "end": 2283.46, "word": " تمام،", "probability": 0.9069010416666666}, {"start": 2283.46, "end": 2283.72, "word": " هيك", "probability": 0.924072265625}, {"start": 2283.72, "end": 2283.86, "word": " احنا", "probability": 0.9524739583333334}, {"start": 2283.86, "end": 2284.2, "word": " حسبنا", "probability": 0.9671223958333334}, {"start": 2284.2, "end": 2285.22, "word": " لمين؟", "probability": 0.7394205729166666}, {"start": 2285.22, "end": 2285.34, "word": " لل", "probability": 0.80810546875}, {"start": 2285.34, "end": 2285.96, "word": " Y،", "probability": 0.742919921875}, {"start": 2285.96, "end": 2286.92, "word": " واحد،", "probability": 0.8829752604166666}, {"start": 2286.92, "end": 2287.36, "word": " بعد", "probability": 0.93798828125}, {"start": 2287.36, "end": 2287.5, "word": " ما", "probability": 0.9814453125}, {"start": 2287.5, "end": 2287.9, "word": " خلصنا", "probability": 0.992431640625}, {"start": 2287.9, "end": 2288.2, "word": " بنحسب", "probability": 0.939453125}, {"start": 2288.2, "end": 2288.3, "word": " ل", "probability": 0.83837890625}, {"start": 2288.3, "end": 2288.4, "word": " Y", "probability": 0.92822265625}, {"start": 2288.4, "end": 2289.12, "word": " اتنين،", "probability": 0.835888671875}, {"start": 2289.12, "end": 2289.22, "word": " ل", "probability": 0.9267578125}, {"start": 2289.22, "end": 2289.36, "word": " Y", "probability": 0.966796875}, {"start": 2289.36, "end": 2290.08, "word": " تلاتة،", "probability": 0.96005859375}, {"start": 2290.08, "end": 2290.18, "word": " ل", "probability": 0.93212890625}, {"start": 2290.18, "end": 2290.44, "word": " Y", "probability": 0.9013671875}, {"start": 2290.44, "end": 2290.86, "word": " capital", "probability": 0.38916015625}, {"start": 2290.86, "end": 2291.44, "word": " J،", "probability": 0.682373046875}, {"start": 2291.44, "end": 2291.68, "word": " بنكون", "probability": 0.787353515625}, {"start": 2291.68, "end": 2292.16, "word": " خلصنا", "probability": 0.994140625}, {"start": 2292.16, "end": 2292.26, "word": " ال", "probability": 0.96630859375}, {"start": 2292.26, "end": 2292.42, "word": " layer", "probability": 0.82470703125}, {"start": 2292.42, "end": 2293.14, "word": " هذه،", "probability": 0.757568359375}, {"start": 2293.14, "end": 2293.46, "word": " حسبنا", "probability": 0.9921875}, {"start": 2293.46, "end": 2294.62, "word": " قيمهم،", "probability": 0.947021484375}, {"start": 2294.62, "end": 2294.88, "word": " بناخد", "probability": 0.95166015625}, {"start": 2294.88, "end": 2295.14, "word": " بالنا", "probability": 0.971923828125}, {"start": 2295.14, "end": 2295.42, "word": " انه", "probability": 0.618896484375}, {"start": 2295.42, "end": 2295.98, "word": " الناتج", "probability": 0.82373046875}, {"start": 2295.98, "end": 2296.24, "word": " النهائي", "probability": 0.9422607421875}, {"start": 2296.24, "end": 2296.38, "word": " لل", "probability": 0.97509765625}, {"start": 2296.38, "end": 2296.76, "word": " summation،", "probability": 0.74658203125}, {"start": 2296.76, "end": 2296.88, "word": " بدنا", "probability": 0.83544921875}, {"start": 2296.88, "end": 2297.24, "word": " نوديه،", "probability": 0.738671875}, {"start": 2297.24, "end": 2297.44, "word": " ناخده", "probability": 0.9080810546875}, {"start": 2297.44, "end": 2297.54, "word": " على", "probability": 0.77099609375}, {"start": 2297.54, "end": 2298.52, "word": " السيجمويد،", "probability": 0.7869698660714286}, {"start": 2298.52, "end": 2298.86, "word": " جديش", "probability": 0.7012532552083334}, {"start": 2298.86, "end": 2300.16, "word": " قيمته،", "probability": 0.9320068359375}, {"start": 2300.16, "end": 2300.46, "word": " بدنا", "probability": 0.974609375}, {"start": 2300.46, "end": 2300.74, "word": " نحطه", "probability": 0.985595703125}, {"start": 2300.74, "end": 2300.8, "word": " على", "probability": 0.93310546875}, {"start": 2300.8, "end": 2301.72, "word": " السيجمويد،", "probability": 0.9496372767857143}, {"start": 2301.72, "end": 2302.04, "word": " قيمته", "probability": 0.99658203125}, {"start": 2302.04, "end": 2302.82, "word": " مثلا،", "probability": 0.8362630208333334}], "temperature": 1.0}, {"id": 102, "seek": 233173, "start": 2304.72, "end": 2331.74, "text": "Positive، بدنا نيجي عند قيمة الـ Positive هذه و نطلع و نشوف جدّاش قيمة الـ Output كـ Y لها، فبتطلع قيمة و احنا عارفين إن هنا هي هتكون محصورة بين الصفر و الواحد بس smoothly، بمعنى يمكن لقيمة جدا كبيرة في الـ Positive عبر ما تصل لقيمة الواحد الصحيح، الحقيقة، ولكن بتكون قريبة من الواحد تمام، هذه خلصنا الـ Layer الأولى، الآن بعد ما حسبنا ال input، ال outputs هنا", "tokens": [47, 329, 2187, 12399, 47525, 8315, 8717, 1829, 7435, 1829, 43242, 12174, 32640, 3660, 2423, 39184, 46326, 29538, 4032, 8717, 9566, 1211, 3615, 4032, 8717, 8592, 38688, 10874, 3215, 11703, 33599, 12174, 32640, 3660, 2423, 39184, 5925, 2582, 9122, 39184, 398, 5296, 11296, 12399, 6156, 3555, 2655, 9566, 1211, 3615, 12174, 32640, 3660, 4032, 1975, 5016, 8315, 6225, 9640, 5172, 9957, 36145, 34105, 39896, 8032, 2655, 30544, 3714, 5016, 9381, 13063, 3660, 49374, 31767, 5172, 2288, 4032, 2423, 14407, 24401, 4724, 3794, 19565, 12399, 4724, 2304, 3615, 1863, 7578, 7251, 43020, 5296, 4587, 32640, 3660, 10874, 28259, 9122, 3555, 48923, 8978, 2423, 39184, 46326, 6225, 26890, 19446, 6055, 36520, 5296, 4587, 32640, 3660, 2423, 14407, 24401, 31767, 5016, 1829, 5016, 12399, 21542, 38436, 28671, 12399, 35525, 19452, 39894, 30544, 12174, 16572, 49401, 9154, 2423, 14407, 24401, 46811, 10943, 12399, 29538, 16490, 1211, 9381, 8315, 2423, 39184, 35166, 16247, 12610, 7578, 12399, 6024, 48506, 39182, 19446, 11331, 35457, 8315, 2423, 4846, 12399, 2423, 23930, 34105], "avg_logprob": -0.17291667208527073, "compression_ratio": 1.871069182389937, "no_speech_prob": 7.748603820800781e-07, "words": [{"start": 2304.7200000000003, "end": 2305.32, "word": "Positive،", "probability": 0.547760009765625}, {"start": 2305.32, "end": 2305.6, "word": " بدنا", "probability": 0.6995849609375}, {"start": 2305.6, "end": 2305.9, "word": " نيجي", "probability": 0.8572998046875}, {"start": 2305.9, "end": 2306.24, "word": " عند", "probability": 0.94775390625}, {"start": 2306.24, "end": 2306.5, "word": " قيمة", "probability": 0.99560546875}, {"start": 2306.5, "end": 2306.62, "word": " الـ", "probability": 0.96826171875}, {"start": 2306.62, "end": 2306.8, "word": " Positive", "probability": 0.751953125}, {"start": 2306.8, "end": 2307.1, "word": " هذه", "probability": 0.58154296875}, {"start": 2307.1, "end": 2307.24, "word": " و", "probability": 0.79052734375}, {"start": 2307.24, "end": 2307.66, "word": " نطلع", "probability": 0.907958984375}, {"start": 2307.66, "end": 2307.84, "word": " و", "probability": 0.935546875}, {"start": 2307.84, "end": 2308.04, "word": " نشوف", "probability": 0.9939778645833334}, {"start": 2308.04, "end": 2308.34, "word": " جدّاش", "probability": 0.6427001953125}, {"start": 2308.34, "end": 2308.64, "word": " قيمة", "probability": 0.9978841145833334}, {"start": 2308.64, "end": 2308.78, "word": " الـ", "probability": 0.775146484375}, {"start": 2308.78, "end": 2309.16, "word": " Output", "probability": 0.7486572265625}, {"start": 2309.16, "end": 2310.1, "word": " كـ", "probability": 0.697998046875}, {"start": 2310.1, "end": 2310.32, "word": " Y", "probability": 0.63037109375}, {"start": 2310.32, "end": 2310.82, "word": " لها،", "probability": 0.712890625}, {"start": 2310.82, "end": 2311.24, "word": " فبتطلع", "probability": 0.9781901041666666}, {"start": 2311.24, "end": 2311.6, "word": " قيمة", "probability": 0.9886067708333334}, {"start": 2311.6, "end": 2311.86, "word": " و", "probability": 0.41943359375}, {"start": 2311.86, "end": 2312.0, "word": " احنا", "probability": 0.8557942708333334}, {"start": 2312.0, "end": 2312.3, "word": " عارفين", "probability": 0.9921875}, {"start": 2312.3, "end": 2312.4, "word": " إن", "probability": 0.470703125}, {"start": 2312.4, "end": 2312.66, "word": " هنا", "probability": 0.6796875}, {"start": 2312.66, "end": 2313.06, "word": " هي", "probability": 0.7451171875}, {"start": 2313.06, "end": 2313.36, "word": " هتكون", "probability": 0.9571940104166666}, {"start": 2313.36, "end": 2313.82, "word": " محصورة", "probability": 0.9818359375}, {"start": 2313.82, "end": 2313.98, "word": " بين", "probability": 0.97021484375}, {"start": 2313.98, "end": 2314.44, "word": " الصفر", "probability": 0.8987630208333334}, {"start": 2314.44, "end": 2315.48, "word": " و", "probability": 0.78125}, {"start": 2315.48, "end": 2316.74, "word": " الواحد", "probability": 0.98046875}, {"start": 2316.74, "end": 2317.24, "word": " بس", "probability": 0.775634765625}, {"start": 2317.24, "end": 2318.14, "word": " smoothly،", "probability": 0.49560546875}, {"start": 2318.14, "end": 2318.42, "word": " بمعنى", "probability": 0.9703125}, {"start": 2318.42, "end": 2318.8, "word": " يمكن", "probability": 0.966552734375}, {"start": 2318.8, "end": 2319.78, "word": " لقيمة", "probability": 0.9124755859375}, {"start": 2319.78, "end": 2320.12, "word": " جدا", "probability": 0.8603515625}, {"start": 2320.12, "end": 2320.96, "word": " كبيرة", "probability": 0.9510091145833334}, {"start": 2320.96, "end": 2321.36, "word": " في", "probability": 0.92626953125}, {"start": 2321.36, "end": 2321.5, "word": " الـ", "probability": 0.864990234375}, {"start": 2321.5, "end": 2321.7, "word": " Positive", "probability": 0.87646484375}, {"start": 2321.7, "end": 2321.94, "word": " عبر", "probability": 0.50103759765625}, {"start": 2321.94, "end": 2322.06, "word": " ما", "probability": 0.8427734375}, {"start": 2322.06, "end": 2322.3, "word": " تصل", "probability": 0.990234375}, {"start": 2322.3, "end": 2322.64, "word": " لقيمة", "probability": 0.991455078125}, {"start": 2322.64, "end": 2322.92, "word": " الواحد", "probability": 0.9923502604166666}, {"start": 2322.92, "end": 2323.52, "word": " الصحيح،", "probability": 0.93349609375}, {"start": 2323.52, "end": 2324.2, "word": " الحقيقة،", "probability": 0.887451171875}, {"start": 2324.2, "end": 2324.42, "word": " ولكن", "probability": 0.90087890625}, {"start": 2324.42, "end": 2324.74, "word": " بتكون", "probability": 0.94580078125}, {"start": 2324.74, "end": 2325.18, "word": " قريبة", "probability": 0.99072265625}, {"start": 2325.18, "end": 2325.32, "word": " من", "probability": 0.9912109375}, {"start": 2325.32, "end": 2325.74, "word": " الواحد", "probability": 0.99267578125}, {"start": 2325.74, "end": 2327.14, "word": " تمام،", "probability": 0.87060546875}, {"start": 2327.14, "end": 2327.44, "word": " هذه", "probability": 0.74169921875}, {"start": 2327.44, "end": 2327.86, "word": " خلصنا", "probability": 0.9722900390625}, {"start": 2327.86, "end": 2327.96, "word": " الـ", "probability": 0.658447265625}, {"start": 2327.96, "end": 2328.1, "word": " Layer", "probability": 0.466064453125}, {"start": 2328.1, "end": 2328.62, "word": " الأولى،", "probability": 0.9412841796875}, {"start": 2328.62, "end": 2329.06, "word": " الآن", "probability": 0.860595703125}, {"start": 2329.06, "end": 2329.48, "word": " بعد", "probability": 0.92333984375}, {"start": 2329.48, "end": 2329.7, "word": " ما", "probability": 0.96142578125}, {"start": 2329.7, "end": 2330.36, "word": " حسبنا", "probability": 0.9501953125}, {"start": 2330.36, "end": 2330.5, "word": " ال", "probability": 0.96630859375}, {"start": 2330.5, "end": 2331.0, "word": " input،", "probability": 0.658203125}, {"start": 2331.0, "end": 2331.08, "word": " ال", "probability": 0.990234375}, {"start": 2331.08, "end": 2331.44, "word": " outputs", "probability": 0.54833984375}, {"start": 2331.44, "end": 2331.74, "word": " هنا", "probability": 0.9921875}], "temperature": 1.0}, {"id": 103, "seek": 235302, "start": 2332.58, "end": 2353.02, "text": "ال output اللي طلع هنا صار كأنه input للجانب الآخر كأنه هذا ال input لل output صحيح؟ أكيد هذا هنا كأنها قيمة لهذه فأصبحت بالنسبالي كأنها ال except اللي هنا ولكن ال except تبعت هنا صارت من 1 ل xj", "tokens": [6027, 5598, 13672, 1829, 23032, 1211, 3615, 34105, 20328, 9640, 9122, 33456, 3224, 4846, 24976, 7435, 7649, 3555, 6024, 95, 34740, 9122, 33456, 3224, 23758, 2423, 4846, 24976, 5598, 20328, 5016, 1829, 5016, 22807, 5551, 4117, 25708, 23758, 34105, 9122, 33456, 11296, 12174, 32640, 3660, 46740, 24192, 6156, 10721, 9381, 3555, 33753, 20666, 1863, 35457, 6027, 1829, 9122, 33456, 11296, 2423, 3993, 13672, 1829, 34105, 35525, 19452, 2423, 3993, 6055, 3555, 34268, 34105, 20328, 9640, 2655, 9154, 502, 5296, 2031, 73], "avg_logprob": -0.13662346961294733, "compression_ratio": 1.782857142857143, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2332.58, "end": 2332.84, "word": "ال", "probability": 0.83984375}, {"start": 2332.84, "end": 2333.14, "word": " output", "probability": 0.87255859375}, {"start": 2333.14, "end": 2333.34, "word": " اللي", "probability": 0.8779296875}, {"start": 2333.34, "end": 2333.66, "word": " طلع", "probability": 0.9737955729166666}, {"start": 2333.66, "end": 2333.98, "word": " هنا", "probability": 0.9814453125}, {"start": 2333.98, "end": 2334.52, "word": " صار", "probability": 0.960205078125}, {"start": 2334.52, "end": 2334.9, "word": " كأنه", "probability": 0.8798828125}, {"start": 2334.9, "end": 2335.22, "word": " input", "probability": 0.98388671875}, {"start": 2335.22, "end": 2336.86, "word": " للجانب", "probability": 0.9066162109375}, {"start": 2336.86, "end": 2337.34, "word": " الآخر", "probability": 0.9617513020833334}, {"start": 2337.34, "end": 2337.88, "word": " كأنه", "probability": 0.7784830729166666}, {"start": 2337.88, "end": 2338.0, "word": " هذا", "probability": 0.78173828125}, {"start": 2338.0, "end": 2338.12, "word": " ال", "probability": 0.5859375}, {"start": 2338.12, "end": 2338.36, "word": " input", "probability": 0.984375}, {"start": 2338.36, "end": 2338.6, "word": " لل", "probability": 0.9541015625}, {"start": 2338.6, "end": 2339.24, "word": " output", "probability": 0.98388671875}, {"start": 2339.24, "end": 2340.42, "word": " صحيح؟", "probability": 0.8861328125}, {"start": 2340.42, "end": 2340.76, "word": " أكيد", "probability": 0.9375}, {"start": 2340.76, "end": 2341.38, "word": " هذا", "probability": 0.481689453125}, {"start": 2341.38, "end": 2341.6, "word": " هنا", "probability": 0.96923828125}, {"start": 2341.6, "end": 2342.34, "word": " كأنها", "probability": 0.9547526041666666}, {"start": 2342.34, "end": 2343.0, "word": " قيمة", "probability": 0.9920247395833334}, {"start": 2343.0, "end": 2344.32, "word": " لهذه", "probability": 0.9384765625}, {"start": 2344.32, "end": 2345.9, "word": " فأصبحت", "probability": 0.92861328125}, {"start": 2345.9, "end": 2346.76, "word": " بالنسبالي", "probability": 0.9931640625}, {"start": 2346.76, "end": 2347.28, "word": " كأنها", "probability": 0.9654947916666666}, {"start": 2347.28, "end": 2347.46, "word": " ال", "probability": 0.80908203125}, {"start": 2347.46, "end": 2347.96, "word": " except", "probability": 0.42919921875}, {"start": 2347.96, "end": 2349.1, "word": " اللي", "probability": 0.940185546875}, {"start": 2349.1, "end": 2349.34, "word": " هنا", "probability": 0.99462890625}, {"start": 2349.34, "end": 2349.96, "word": " ولكن", "probability": 0.81396484375}, {"start": 2349.96, "end": 2350.08, "word": " ال", "probability": 0.904296875}, {"start": 2350.08, "end": 2350.3, "word": " except", "probability": 0.94384765625}, {"start": 2350.3, "end": 2350.58, "word": " تبعت", "probability": 0.8111979166666666}, {"start": 2350.58, "end": 2350.74, "word": " هنا", "probability": 0.49853515625}, {"start": 2350.74, "end": 2351.06, "word": " صارت", "probability": 0.92626953125}, {"start": 2351.06, "end": 2351.2, "word": " من", "probability": 0.98046875}, {"start": 2351.2, "end": 2351.56, "word": " 1", "probability": 0.8466796875}, {"start": 2351.56, "end": 2352.12, "word": " ل", "probability": 0.9052734375}, {"start": 2352.12, "end": 2353.02, "word": " xj", "probability": 0.490966796875}], "temperature": 1.0}, {"id": 104, "seek": 238346, "start": 2353.98, "end": 2383.46, "text": "كبتر J و تعرف بالمتغير small j فأصبحت YK ناتج النهائي K لل output للنهائي كويس سيجمويد برضه لمن لل summation هي XIK XIK هذه اللي هي تحت ال hidden layer بالظبط فهذه هي ال hidden layer مضروبة في ال W بين ال J و ال K", "tokens": [4117, 3555, 2655, 2288, 508, 4032, 37279, 28480, 20666, 2304, 2655, 17082, 13546, 1359, 361, 6156, 10721, 9381, 3555, 33753, 398, 42, 8717, 9307, 7435, 28239, 3224, 16373, 1829, 591, 24976, 5598, 24976, 1863, 3224, 16373, 1829, 9122, 45865, 3794, 8608, 1829, 7435, 2304, 2407, 25708, 4724, 43042, 3224, 5296, 27842, 24976, 28811, 39896, 1783, 22670, 1783, 22670, 29538, 13672, 1829, 39896, 6055, 33753, 2423, 7633, 4583, 20666, 19913, 3555, 9566, 6156, 3224, 24192, 39896, 2423, 7633, 4583, 3714, 11242, 32887, 49401, 8978, 2423, 343, 49374, 2423, 508, 4032, 2423, 591], "avg_logprob": -0.3536005574076072, "compression_ratio": 1.5355450236966826, "no_speech_prob": 8.940696716308594e-07, "words": [{"start": 2353.98, "end": 2354.38, "word": "كبتر", "probability": 0.55242919921875}, {"start": 2354.38, "end": 2354.58, "word": " J", "probability": 0.2421875}, {"start": 2354.58, "end": 2354.92, "word": " و", "probability": 0.369384765625}, {"start": 2354.92, "end": 2355.42, "word": " تعرف", "probability": 0.69873046875}, {"start": 2355.42, "end": 2356.54, "word": " بالمتغير", "probability": 0.9568359375}, {"start": 2356.54, "end": 2357.18, "word": " small", "probability": 0.568359375}, {"start": 2357.18, "end": 2357.46, "word": " j", "probability": 0.52099609375}, {"start": 2357.46, "end": 2360.1, "word": " فأصبحت", "probability": 0.73232421875}, {"start": 2360.1, "end": 2361.22, "word": " YK", "probability": 0.581787109375}, {"start": 2361.22, "end": 2361.98, "word": " ناتج", "probability": 0.76611328125}, {"start": 2361.98, "end": 2362.94, "word": " النهائي", "probability": 0.91552734375}, {"start": 2362.94, "end": 2363.44, "word": " K", "probability": 0.394775390625}, {"start": 2363.44, "end": 2363.98, "word": " لل", "probability": 0.83740234375}, {"start": 2363.98, "end": 2364.36, "word": " output", "probability": 0.70654296875}, {"start": 2364.36, "end": 2365.12, "word": " للنهائي", "probability": 0.865234375}, {"start": 2365.12, "end": 2366.2, "word": " كويس", "probability": 0.8401692708333334}, {"start": 2366.2, "end": 2367.0, "word": " سيجمويد", "probability": 0.6614583333333334}, {"start": 2367.0, "end": 2367.46, "word": " برضه", "probability": 0.9371744791666666}, {"start": 2367.46, "end": 2368.4, "word": " لمن", "probability": 0.64599609375}, {"start": 2368.4, "end": 2368.78, "word": " لل", "probability": 0.439453125}, {"start": 2368.78, "end": 2369.28, "word": " summation", "probability": 0.4091796875}, {"start": 2369.28, "end": 2369.54, "word": " هي", "probability": 0.67724609375}, {"start": 2369.54, "end": 2372.88, "word": " XIK", "probability": 0.690673828125}, {"start": 2372.88, "end": 2375.16, "word": " XIK", "probability": 0.5482177734375}, {"start": 2375.16, "end": 2375.86, "word": " هذه", "probability": 0.346435546875}, {"start": 2375.86, "end": 2376.28, "word": " اللي", "probability": 0.6484375}, {"start": 2376.28, "end": 2376.5, "word": " هي", "probability": 0.84521484375}, {"start": 2376.5, "end": 2376.92, "word": " تحت", "probability": 0.718505859375}, {"start": 2376.92, "end": 2377.08, "word": " ال", "probability": 0.95166015625}, {"start": 2377.08, "end": 2377.32, "word": " hidden", "probability": 0.505859375}, {"start": 2377.32, "end": 2378.32, "word": " layer", "probability": 0.5771484375}, {"start": 2378.32, "end": 2378.74, "word": " بالظبط", "probability": 0.8421630859375}, {"start": 2378.74, "end": 2379.26, "word": " فهذه", "probability": 0.8889973958333334}, {"start": 2379.26, "end": 2379.42, "word": " هي", "probability": 0.77734375}, {"start": 2379.42, "end": 2379.52, "word": " ال", "probability": 0.9453125}, {"start": 2379.52, "end": 2379.68, "word": " hidden", "probability": 0.82275390625}, {"start": 2379.68, "end": 2379.94, "word": " layer", "probability": 0.93115234375}, {"start": 2379.94, "end": 2380.46, "word": " مضروبة", "probability": 0.9248046875}, {"start": 2380.46, "end": 2380.62, "word": " في", "probability": 0.97412109375}, {"start": 2380.62, "end": 2380.76, "word": " ال", "probability": 0.91357421875}, {"start": 2380.76, "end": 2381.12, "word": " W", "probability": 0.8017578125}, {"start": 2381.12, "end": 2381.9, "word": " بين", "probability": 0.658203125}, {"start": 2381.9, "end": 2382.3, "word": " ال", "probability": 0.8330078125}, {"start": 2382.3, "end": 2382.6, "word": " J", "probability": 0.8115234375}, {"start": 2382.6, "end": 2383.12, "word": " و", "probability": 0.6865234375}, {"start": 2383.12, "end": 2383.26, "word": " ال", "probability": 0.412109375}, {"start": 2383.26, "end": 2383.46, "word": " K", "probability": 0.97021484375}], "temperature": 1.0}, {"id": 105, "seek": 241229, "start": 2384.27, "end": 2412.29, "text": "الـ J والـ K فانا بتكلم عن الـ hidden nodes هدول ال weights هدول ال weights تعوني ال output layer برضه نفس الكلام هقول هنا K افرض واحد فهد تساوي من واحد to M على اعتبار انه بدل ال capital J خلنا نقول ان هي to M فإذا X واحد", "tokens": [6027, 39184, 508, 16070, 39184, 591, 6156, 7649, 995, 39894, 4117, 19528, 18871, 2423, 39184, 7633, 13891, 8032, 3215, 12610, 2423, 17443, 8032, 3215, 12610, 2423, 17443, 37279, 11536, 1829, 2423, 5598, 4583, 4724, 43042, 3224, 8717, 36178, 2423, 28820, 10943, 8032, 39648, 34105, 591, 1975, 5172, 43042, 36764, 24401, 6156, 3224, 3215, 6055, 3794, 995, 45865, 9154, 36764, 24401, 281, 376, 15844, 1975, 34268, 3555, 9640, 16472, 3224, 47525, 1211, 2423, 4238, 508, 16490, 1211, 8315, 8717, 39648, 16472, 39896, 281, 376, 6156, 28814, 15730, 1783, 36764, 24401], "avg_logprob": -0.21128471973869536, "compression_ratio": 1.6161137440758293, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 2384.27, "end": 2384.65, "word": "الـ", "probability": 0.83154296875}, {"start": 2384.65, "end": 2384.87, "word": " J", "probability": 0.47119140625}, {"start": 2384.87, "end": 2385.45, "word": " والـ", "probability": 0.60198974609375}, {"start": 2385.45, "end": 2385.55, "word": " K", "probability": 0.83447265625}, {"start": 2385.55, "end": 2385.75, "word": " فانا", "probability": 0.8230794270833334}, {"start": 2385.75, "end": 2386.07, "word": " بتكلم", "probability": 0.9305013020833334}, {"start": 2386.07, "end": 2386.37, "word": " عن", "probability": 0.99560546875}, {"start": 2386.37, "end": 2387.13, "word": " الـ", "probability": 0.775146484375}, {"start": 2387.13, "end": 2387.39, "word": " hidden", "probability": 0.47802734375}, {"start": 2387.39, "end": 2388.65, "word": " nodes", "probability": 0.76611328125}, {"start": 2388.65, "end": 2389.19, "word": " هدول", "probability": 0.9391276041666666}, {"start": 2389.19, "end": 2390.15, "word": " ال", "probability": 0.40380859375}, {"start": 2390.15, "end": 2390.43, "word": " weights", "probability": 0.77099609375}, {"start": 2390.43, "end": 2390.77, "word": " هدول", "probability": 0.9807942708333334}, {"start": 2390.77, "end": 2391.41, "word": " ال", "probability": 0.8916015625}, {"start": 2391.41, "end": 2391.63, "word": " weights", "probability": 0.80517578125}, {"start": 2391.63, "end": 2391.95, "word": " تعوني", "probability": 0.6133626302083334}, {"start": 2391.95, "end": 2392.01, "word": " ال", "probability": 0.919921875}, {"start": 2392.01, "end": 2392.29, "word": " output", "probability": 0.931640625}, {"start": 2392.29, "end": 2392.93, "word": " layer", "probability": 0.87109375}, {"start": 2392.93, "end": 2394.07, "word": " برضه", "probability": 0.9361979166666666}, {"start": 2394.07, "end": 2394.25, "word": " نفس", "probability": 0.994140625}, {"start": 2394.25, "end": 2394.69, "word": " الكلام", "probability": 0.97314453125}, {"start": 2394.69, "end": 2395.27, "word": " هقول", "probability": 0.85546875}, {"start": 2395.27, "end": 2395.61, "word": " هنا", "probability": 0.98974609375}, {"start": 2395.61, "end": 2396.75, "word": " K", "probability": 0.8212890625}, {"start": 2396.75, "end": 2397.53, "word": " افرض", "probability": 0.8885091145833334}, {"start": 2397.53, "end": 2397.99, "word": " واحد", "probability": 0.6724853515625}, {"start": 2397.99, "end": 2399.89, "word": " فهد", "probability": 0.6817220052083334}, {"start": 2399.89, "end": 2400.45, "word": " تساوي", "probability": 0.94140625}, {"start": 2400.45, "end": 2402.13, "word": " من", "probability": 0.99267578125}, {"start": 2402.13, "end": 2404.11, "word": " واحد", "probability": 0.877685546875}, {"start": 2404.11, "end": 2404.49, "word": " to", "probability": 0.348876953125}, {"start": 2404.49, "end": 2404.77, "word": " M", "probability": 0.9072265625}, {"start": 2404.77, "end": 2406.51, "word": " على", "probability": 0.888671875}, {"start": 2406.51, "end": 2406.87, "word": " اعتبار", "probability": 0.9736328125}, {"start": 2406.87, "end": 2407.05, "word": " انه", "probability": 0.893310546875}, {"start": 2407.05, "end": 2407.25, "word": " بدل", "probability": 0.978759765625}, {"start": 2407.25, "end": 2407.37, "word": " ال", "probability": 0.64453125}, {"start": 2407.37, "end": 2407.61, "word": " capital", "probability": 0.62744140625}, {"start": 2407.61, "end": 2407.85, "word": " J", "probability": 0.74755859375}, {"start": 2407.85, "end": 2408.11, "word": " خلنا", "probability": 0.6851399739583334}, {"start": 2408.11, "end": 2408.33, "word": " نقول", "probability": 0.99169921875}, {"start": 2408.33, "end": 2408.47, "word": " ان", "probability": 0.84912109375}, {"start": 2408.47, "end": 2408.61, "word": " هي", "probability": 0.5947265625}, {"start": 2408.61, "end": 2408.89, "word": " to", "probability": 0.6689453125}, {"start": 2408.89, "end": 2409.17, "word": " M", "probability": 0.97998046875}, {"start": 2409.17, "end": 2410.25, "word": " فإذا", "probability": 0.85595703125}, {"start": 2410.25, "end": 2411.33, "word": " X", "probability": 0.82861328125}, {"start": 2411.33, "end": 2412.29, "word": " واحد", "probability": 0.939453125}], "temperature": 1.0}, {"id": 106, "seek": 243605, "start": 2414.17, "end": 2436.05, "text": "و مين؟ و 1 هيها ال X اللي طلعت هنا X 1 مضروبة في W 1 1 طيب plus X 2 هنا هذي 2 في مين؟ في 1 لنفس ال output الأول ف W 2 1", "tokens": [2407, 3714, 9957, 22807, 4032, 502, 39896, 11296, 2423, 1783, 13672, 1829, 23032, 1211, 34268, 34105, 1783, 502, 3714, 11242, 32887, 49401, 8978, 343, 502, 502, 23032, 1829, 3555, 1804, 1783, 568, 34105, 8032, 8848, 1829, 568, 8978, 3714, 9957, 22807, 8978, 502, 5296, 1863, 36178, 2423, 5598, 16247, 12610, 6156, 343, 568, 502], "avg_logprob": -0.27130680734461005, "compression_ratio": 1.335820895522388, "no_speech_prob": 4.231929779052734e-06, "words": [{"start": 2414.17, "end": 2414.39, "word": "و", "probability": 0.3681640625}, {"start": 2414.39, "end": 2415.31, "word": " مين؟", "probability": 0.656494140625}, {"start": 2415.31, "end": 2415.51, "word": " و", "probability": 0.89990234375}, {"start": 2415.51, "end": 2415.93, "word": " 1", "probability": 0.5537109375}, {"start": 2415.93, "end": 2417.47, "word": " هيها", "probability": 0.33770751953125}, {"start": 2417.47, "end": 2417.61, "word": " ال", "probability": 0.849609375}, {"start": 2417.61, "end": 2417.81, "word": " X", "probability": 0.68701171875}, {"start": 2417.81, "end": 2418.03, "word": " اللي", "probability": 0.894775390625}, {"start": 2418.03, "end": 2418.75, "word": " طلعت", "probability": 0.8805338541666666}, {"start": 2418.75, "end": 2418.95, "word": " هنا", "probability": 0.9853515625}, {"start": 2418.95, "end": 2419.49, "word": " X", "probability": 0.80419921875}, {"start": 2419.49, "end": 2419.99, "word": " 1", "probability": 0.46630859375}, {"start": 2419.99, "end": 2420.63, "word": " مضروبة", "probability": 0.91845703125}, {"start": 2420.63, "end": 2420.81, "word": " في", "probability": 0.98046875}, {"start": 2420.81, "end": 2421.29, "word": " W", "probability": 0.90185546875}, {"start": 2421.29, "end": 2422.53, "word": " 1", "probability": 0.4150390625}, {"start": 2422.53, "end": 2422.93, "word": " 1", "probability": 0.72119140625}, {"start": 2422.93, "end": 2423.83, "word": " طيب", "probability": 0.87744140625}, {"start": 2423.83, "end": 2424.53, "word": " plus", "probability": 0.68310546875}, {"start": 2424.53, "end": 2425.61, "word": " X", "probability": 0.9697265625}, {"start": 2425.61, "end": 2426.37, "word": " 2", "probability": 0.8564453125}, {"start": 2426.37, "end": 2426.81, "word": " هنا", "probability": 0.9453125}, {"start": 2426.81, "end": 2428.23, "word": " هذي", "probability": 0.5299479166666666}, {"start": 2428.23, "end": 2429.95, "word": " 2", "probability": 0.8564453125}, {"start": 2429.95, "end": 2430.65, "word": " في", "probability": 0.92724609375}, {"start": 2430.65, "end": 2431.15, "word": " مين؟", "probability": 0.9615885416666666}, {"start": 2431.15, "end": 2431.31, "word": " في", "probability": 0.966796875}, {"start": 2431.31, "end": 2431.89, "word": " 1", "probability": 0.5498046875}, {"start": 2431.89, "end": 2433.17, "word": " لنفس", "probability": 0.962890625}, {"start": 2433.17, "end": 2433.69, "word": " ال", "probability": 0.96240234375}, {"start": 2433.69, "end": 2434.05, "word": " output", "probability": 0.96337890625}, {"start": 2434.05, "end": 2434.73, "word": " الأول", "probability": 0.969482421875}, {"start": 2434.73, "end": 2435.23, "word": " ف", "probability": 0.63427734375}, {"start": 2435.23, "end": 2435.47, "word": " W", "probability": 0.57861328125}, {"start": 2435.47, "end": 2435.73, "word": " 2", "probability": 0.6142578125}, {"start": 2435.73, "end": 2436.05, "word": " 1", "probability": 0.9423828125}], "temperature": 1.0}, {"id": 107, "seek": 245851, "start": 2437.05, "end": 2458.51, "text": "W3 1 W4 1 لعين WM 1 كل هذا لمين؟ لأول ال neuron في ال output تجميع، كله تجميع، زي ما عملنا تجميع هنا، بنعمل تجميع هنا عشان في الآخر يعطيني مجموع ال summation أجمعه مع θ 1 اللي خاصة بال neuron اللي أنا عندها، اللي هي كيبت سوى 1", "tokens": [54, 18, 502, 343, 19, 502, 5296, 3615, 9957, 343, 44, 502, 28242, 23758, 32767, 9957, 22807, 5296, 10721, 12610, 2423, 34090, 8978, 2423, 5598, 6055, 7435, 2304, 40228, 12399, 28242, 3224, 6055, 7435, 2304, 40228, 12399, 30767, 1829, 19446, 6225, 42213, 8315, 6055, 7435, 2304, 40228, 34105, 12399, 44945, 25957, 1211, 6055, 7435, 2304, 40228, 34105, 6225, 8592, 7649, 8978, 6024, 95, 34740, 7251, 3615, 9566, 1829, 22653, 3714, 7435, 2304, 45367, 2423, 28811, 5551, 7435, 2304, 3615, 3224, 20449, 12622, 502, 13672, 1829, 16490, 33546, 3660, 20666, 34090, 13672, 1829, 41850, 43242, 11296, 12399, 13672, 1829, 39896, 9122, 1829, 3555, 2655, 8608, 2407, 7578, 502], "avg_logprob": -0.2599826250915174, "compression_ratio": 1.7136150234741785, "no_speech_prob": 1.2516975402832031e-06, "words": [{"start": 2437.05, "end": 2437.61, "word": "W3", "probability": 0.62646484375}, {"start": 2437.61, "end": 2437.99, "word": " 1", "probability": 0.05474853515625}, {"start": 2437.99, "end": 2438.65, "word": " W4", "probability": 0.62646484375}, {"start": 2438.65, "end": 2439.07, "word": " 1", "probability": 0.9736328125}, {"start": 2439.07, "end": 2439.49, "word": " لعين", "probability": 0.5625813802083334}, {"start": 2439.49, "end": 2440.15, "word": " WM", "probability": 0.6953125}, {"start": 2440.15, "end": 2440.67, "word": " 1", "probability": 0.90478515625}, {"start": 2440.67, "end": 2440.99, "word": " كل", "probability": 0.72900390625}, {"start": 2440.99, "end": 2441.19, "word": " هذا", "probability": 0.7021484375}, {"start": 2441.19, "end": 2441.71, "word": " لمين؟", "probability": 0.5518391927083334}, {"start": 2441.71, "end": 2442.67, "word": " لأول", "probability": 0.9700520833333334}, {"start": 2442.67, "end": 2443.25, "word": " ال", "probability": 0.4599609375}, {"start": 2443.25, "end": 2443.59, "word": " neuron", "probability": 0.736328125}, {"start": 2443.59, "end": 2443.85, "word": " في", "probability": 0.92626953125}, {"start": 2443.85, "end": 2443.93, "word": " ال", "probability": 0.845703125}, {"start": 2443.93, "end": 2444.41, "word": " output", "probability": 0.97265625}, {"start": 2444.41, "end": 2445.61, "word": " تجميع،", "probability": 0.7708984375}, {"start": 2445.61, "end": 2445.87, "word": " كله", "probability": 0.91064453125}, {"start": 2445.87, "end": 2446.25, "word": " تجميع،", "probability": 0.90087890625}, {"start": 2446.25, "end": 2446.35, "word": " زي", "probability": 0.92529296875}, {"start": 2446.35, "end": 2446.45, "word": " ما", "probability": 0.97705078125}, {"start": 2446.45, "end": 2446.67, "word": " عملنا", "probability": 0.9620768229166666}, {"start": 2446.67, "end": 2446.93, "word": " تجميع", "probability": 0.971435546875}, {"start": 2446.93, "end": 2447.13, "word": " هنا،", "probability": 0.768310546875}, {"start": 2447.13, "end": 2447.73, "word": " بنعمل", "probability": 0.631103515625}, {"start": 2447.73, "end": 2448.07, "word": " تجميع", "probability": 0.9117431640625}, {"start": 2448.07, "end": 2448.25, "word": " هنا", "probability": 0.93212890625}, {"start": 2448.25, "end": 2448.95, "word": " عشان", "probability": 0.9650065104166666}, {"start": 2448.95, "end": 2449.05, "word": " في", "probability": 0.95849609375}, {"start": 2449.05, "end": 2449.25, "word": " الآخر", "probability": 0.8439127604166666}, {"start": 2449.25, "end": 2449.69, "word": " يعطيني", "probability": 0.80869140625}, {"start": 2449.69, "end": 2450.23, "word": " مجموع", "probability": 0.9794921875}, {"start": 2450.23, "end": 2450.37, "word": " ال", "probability": 0.89013671875}, {"start": 2450.37, "end": 2450.75, "word": " summation", "probability": 0.85791015625}, {"start": 2450.75, "end": 2451.53, "word": " أجمعه", "probability": 0.9638671875}, {"start": 2451.53, "end": 2451.77, "word": " مع", "probability": 0.9814453125}, {"start": 2451.77, "end": 2452.35, "word": " θ", "probability": 0.7607421875}, {"start": 2452.35, "end": 2452.75, "word": " 1", "probability": 0.480224609375}, {"start": 2452.75, "end": 2452.99, "word": " اللي", "probability": 0.90673828125}, {"start": 2452.99, "end": 2453.37, "word": " خاصة", "probability": 0.8836263020833334}, {"start": 2453.37, "end": 2453.49, "word": " بال", "probability": 0.896484375}, {"start": 2453.49, "end": 2453.91, "word": " neuron", "probability": 0.9033203125}, {"start": 2453.91, "end": 2454.41, "word": " اللي", "probability": 0.96923828125}, {"start": 2454.41, "end": 2454.55, "word": " أنا", "probability": 0.478515625}, {"start": 2454.55, "end": 2455.69, "word": " عندها،", "probability": 0.8972981770833334}, {"start": 2455.69, "end": 2455.79, "word": " اللي", "probability": 0.914306640625}, {"start": 2455.79, "end": 2456.03, "word": " هي", "probability": 0.93798828125}, {"start": 2456.03, "end": 2458.05, "word": " كيبت", "probability": 0.40533447265625}, {"start": 2458.05, "end": 2458.25, "word": " سوى", "probability": 0.5694986979166666}, {"start": 2458.25, "end": 2458.51, "word": " 1", "probability": 0.7373046875}], "temperature": 1.0}, {"id": 108, "seek": 247660, "start": 2459.68, "end": 2476.6, "text": "جمعناها أو طرحناها أو جمعناها بالإشارة السالح بتاعتها مش مشكلة فكل ال summation هذا بنوضيه لمين؟ لسيجمويد جديش طلع ال summation بطبق عليه ال function بتاعت السيجمويد عشان يطلع ليه قيمة هنا القيمة اللي طلعت هنا عبارة عن ال y actual", "tokens": [7435, 2304, 3615, 8315, 11296, 34051, 23032, 2288, 5016, 8315, 11296, 34051, 10874, 2304, 3615, 8315, 11296, 20666, 28814, 8592, 9640, 3660, 21136, 6027, 5016, 39894, 995, 34268, 11296, 37893, 37893, 28820, 3660, 6156, 28820, 2423, 28811, 23758, 44945, 2407, 11242, 1829, 3224, 32767, 9957, 22807, 5296, 3794, 1829, 7435, 2304, 2407, 25708, 10874, 16254, 8592, 23032, 1211, 3615, 2423, 28811, 4724, 9566, 3555, 4587, 47356, 2423, 2445, 39894, 995, 34268, 21136, 1829, 7435, 2304, 2407, 25708, 6225, 8592, 7649, 7251, 9566, 1211, 3615, 32239, 3224, 12174, 32640, 3660, 34105, 25062, 32640, 3660, 13672, 1829, 23032, 1211, 34268, 34105, 6225, 3555, 9640, 3660, 18871, 2423, 288, 3539], "avg_logprob": -0.23958333981809793, "compression_ratio": 1.8695652173913044, "no_speech_prob": 5.424022674560547e-06, "words": [{"start": 2459.6800000000003, "end": 2460.4, "word": "جمعناها", "probability": 0.821337890625}, {"start": 2460.4, "end": 2460.72, "word": " أو", "probability": 0.841796875}, {"start": 2460.72, "end": 2461.36, "word": " طرحناها", "probability": 0.98349609375}, {"start": 2461.36, "end": 2461.86, "word": " أو", "probability": 0.923828125}, {"start": 2461.86, "end": 2462.28, "word": " جمعناها", "probability": 0.99052734375}, {"start": 2462.28, "end": 2462.7, "word": " بالإشارة", "probability": 0.95927734375}, {"start": 2462.7, "end": 2462.94, "word": " السالح", "probability": 0.6329752604166666}, {"start": 2462.94, "end": 2463.3, "word": " بتاعتها", "probability": 0.8690185546875}, {"start": 2463.3, "end": 2463.44, "word": " مش", "probability": 0.8486328125}, {"start": 2463.44, "end": 2463.92, "word": " مشكلة", "probability": 0.98388671875}, {"start": 2463.92, "end": 2465.0, "word": " فكل", "probability": 0.61083984375}, {"start": 2465.0, "end": 2465.16, "word": " ال", "probability": 0.8427734375}, {"start": 2465.16, "end": 2465.48, "word": " summation", "probability": 0.72705078125}, {"start": 2465.48, "end": 2465.72, "word": " هذا", "probability": 0.68310546875}, {"start": 2465.72, "end": 2466.6, "word": " بنوضيه", "probability": 0.46806640625}, {"start": 2466.6, "end": 2466.88, "word": " لمين؟", "probability": 0.4949137369791667}, {"start": 2466.88, "end": 2467.4, "word": " لسيجمويد", "probability": 0.6672188895089286}, {"start": 2467.4, "end": 2467.7, "word": " جديش", "probability": 0.4425048828125}, {"start": 2467.7, "end": 2467.9, "word": " طلع", "probability": 0.9568684895833334}, {"start": 2467.9, "end": 2467.98, "word": " ال", "probability": 0.94189453125}, {"start": 2467.98, "end": 2468.38, "word": " summation", "probability": 0.94287109375}, {"start": 2468.38, "end": 2469.3, "word": " بطبق", "probability": 0.857421875}, {"start": 2469.3, "end": 2469.62, "word": " عليه", "probability": 0.984375}, {"start": 2469.62, "end": 2470.08, "word": " ال", "probability": 0.97314453125}, {"start": 2470.08, "end": 2470.44, "word": " function", "probability": 0.90087890625}, {"start": 2470.44, "end": 2470.78, "word": " بتاعت", "probability": 0.7245279947916666}, {"start": 2470.78, "end": 2471.32, "word": " السيجمويد", "probability": 0.941650390625}, {"start": 2471.32, "end": 2471.7, "word": " عشان", "probability": 0.9591471354166666}, {"start": 2471.7, "end": 2471.94, "word": " يطلع", "probability": 0.97216796875}, {"start": 2471.94, "end": 2472.16, "word": " ليه", "probability": 0.831787109375}, {"start": 2472.16, "end": 2472.74, "word": " قيمة", "probability": 0.9866536458333334}, {"start": 2472.74, "end": 2472.98, "word": " هنا", "probability": 0.955078125}, {"start": 2472.98, "end": 2473.54, "word": " القيمة", "probability": 0.9480794270833334}, {"start": 2473.54, "end": 2473.64, "word": " اللي", "probability": 0.936279296875}, {"start": 2473.64, "end": 2473.92, "word": " طلعت", "probability": 0.9934895833333334}, {"start": 2473.92, "end": 2474.14, "word": " هنا", "probability": 0.97900390625}, {"start": 2474.14, "end": 2474.58, "word": " عبارة", "probability": 0.9927978515625}, {"start": 2474.58, "end": 2474.74, "word": " عن", "probability": 0.99609375}, {"start": 2474.74, "end": 2474.88, "word": " ال", "probability": 0.919921875}, {"start": 2474.88, "end": 2475.3, "word": " y", "probability": 0.48974609375}, {"start": 2475.3, "end": 2476.6, "word": " actual", "probability": 0.7705078125}], "temperature": 1.0}, {"id": 109, "seek": 249283, "start": 2477.79, "end": 2492.83, "text": "اللي تقارن بالـ Y desired لاحقا، هنعيد نفس الكلام لمن؟ لـ K 2، K 3، K 4، K 5، لكل الـ K أو الـ outputs المطلوبين، فبنكون هيك عملنا activation من ال input لل output", "tokens": [6027, 20292, 6055, 4587, 9640, 1863, 20666, 39184, 398, 14721, 20193, 5016, 4587, 995, 12399, 8032, 1863, 3615, 25708, 8717, 36178, 2423, 28820, 10943, 5296, 27842, 22807, 5296, 39184, 591, 568, 12399, 591, 805, 12399, 591, 1017, 12399, 591, 1025, 12399, 5296, 28820, 2423, 39184, 591, 34051, 2423, 39184, 23930, 9673, 9566, 1211, 37746, 9957, 12399, 6156, 3555, 1863, 30544, 39896, 4117, 6225, 42213, 8315, 24433, 9154, 2423, 4846, 24976, 5598], "avg_logprob": -0.2593315988779068, "compression_ratio": 1.3876404494382022, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2477.79, "end": 2478.07, "word": "اللي", "probability": 0.5111083984375}, {"start": 2478.07, "end": 2478.71, "word": " تقارن", "probability": 0.9844970703125}, {"start": 2478.71, "end": 2479.13, "word": " بالـ", "probability": 0.7197265625}, {"start": 2479.13, "end": 2479.29, "word": " Y", "probability": 0.40673828125}, {"start": 2479.29, "end": 2479.77, "word": " desired", "probability": 0.64794921875}, {"start": 2479.77, "end": 2480.45, "word": " لاحقا،", "probability": 0.73994140625}, {"start": 2480.45, "end": 2480.75, "word": " هنعيد", "probability": 0.831787109375}, {"start": 2480.75, "end": 2480.93, "word": " نفس", "probability": 0.98828125}, {"start": 2480.93, "end": 2481.27, "word": " الكلام", "probability": 0.9739583333333334}, {"start": 2481.27, "end": 2482.01, "word": " لمن؟", "probability": 0.6808268229166666}, {"start": 2482.01, "end": 2482.23, "word": " لـ", "probability": 0.601318359375}, {"start": 2482.23, "end": 2482.47, "word": " K", "probability": 0.546875}, {"start": 2482.47, "end": 2483.55, "word": " 2،", "probability": 0.24273681640625}, {"start": 2483.55, "end": 2483.69, "word": " K", "probability": 0.8984375}, {"start": 2483.69, "end": 2484.15, "word": " 3،", "probability": 0.8037109375}, {"start": 2484.15, "end": 2484.23, "word": " K", "probability": 0.97216796875}, {"start": 2484.23, "end": 2484.59, "word": " 4،", "probability": 0.90576171875}, {"start": 2484.59, "end": 2484.67, "word": " K", "probability": 0.97119140625}, {"start": 2484.67, "end": 2485.09, "word": " 5،", "probability": 0.747802734375}, {"start": 2485.09, "end": 2485.89, "word": " لكل", "probability": 0.94677734375}, {"start": 2485.89, "end": 2486.41, "word": " الـ", "probability": 0.811279296875}, {"start": 2486.41, "end": 2486.61, "word": " K", "probability": 0.87353515625}, {"start": 2486.61, "end": 2486.83, "word": " أو", "probability": 0.87255859375}, {"start": 2486.83, "end": 2486.95, "word": " الـ", "probability": 0.6737060546875}, {"start": 2486.95, "end": 2487.31, "word": " outputs", "probability": 0.491943359375}, {"start": 2487.31, "end": 2488.21, "word": " المطلوبين،", "probability": 0.86669921875}, {"start": 2488.21, "end": 2488.57, "word": " فبنكون", "probability": 0.9451904296875}, {"start": 2488.57, "end": 2488.77, "word": " هيك", "probability": 0.8212890625}, {"start": 2488.77, "end": 2489.09, "word": " عملنا", "probability": 0.9495442708333334}, {"start": 2489.09, "end": 2489.97, "word": " activation", "probability": 0.9462890625}, {"start": 2489.97, "end": 2490.61, "word": " من", "probability": 0.96826171875}, {"start": 2490.61, "end": 2490.97, "word": " ال", "probability": 0.97607421875}, {"start": 2490.97, "end": 2491.65, "word": " input", "probability": 0.9091796875}, {"start": 2491.65, "end": 2492.11, "word": " لل", "probability": 0.796875}, {"start": 2492.11, "end": 2492.83, "word": " output", "probability": 0.9775390625}], "temperature": 1.0}, {"id": 110, "seek": 251867, "start": 2494.04, "end": 2518.68, "text": "through الـ hidden من خلال الـ hidden تمام خلصنا الآن عملية ال weights كيف بدي أعدل مجموعة ال weights وهذه أهم ما في الموضوع الحقيقة أهم شغلة هي هذه القصة كيف ممكن نعدلها؟ هنعدلها وناخد بالنا من نقطة جدا مهمة الآن ننظف هذه جدامنا هكذا عشان نتكلم عن النقطة المهمة", "tokens": [11529, 2423, 39184, 7633, 9154, 16490, 1211, 6027, 2423, 39184, 7633, 46811, 10943, 16490, 1211, 9381, 8315, 6024, 48506, 6225, 42213, 10632, 2423, 17443, 9122, 33911, 4724, 16254, 5551, 22488, 1211, 3714, 7435, 2304, 2407, 27884, 2423, 17443, 37037, 24192, 5551, 16095, 19446, 8978, 9673, 2407, 11242, 45367, 21542, 38436, 28671, 5551, 16095, 13412, 17082, 37977, 39896, 29538, 25062, 9381, 3660, 9122, 33911, 3714, 43020, 8717, 22488, 1211, 11296, 22807, 8032, 1863, 22488, 1211, 11296, 4032, 1863, 47283, 3215, 20666, 8315, 9154, 8717, 47432, 3660, 10874, 28259, 3714, 16095, 3660, 6024, 48506, 8717, 1863, 19913, 5172, 29538, 10874, 3215, 10943, 8315, 8032, 4117, 15730, 6225, 8592, 7649, 8717, 2655, 4117, 19528, 18871, 28239, 47432, 3660, 9673, 16095, 3660], "avg_logprob": -0.14784663590062566, "compression_ratio": 1.8264462809917354, "no_speech_prob": 1.1265277862548828e-05, "words": [{"start": 2494.04, "end": 2494.44, "word": "through", "probability": 0.439453125}, {"start": 2494.44, "end": 2495.0, "word": " الـ", "probability": 0.733154296875}, {"start": 2495.0, "end": 2495.22, "word": " hidden", "probability": 0.60595703125}, {"start": 2495.22, "end": 2495.92, "word": " من", "probability": 0.619140625}, {"start": 2495.92, "end": 2496.26, "word": " خلال", "probability": 0.9952799479166666}, {"start": 2496.26, "end": 2496.44, "word": " الـ", "probability": 0.97021484375}, {"start": 2496.44, "end": 2496.64, "word": " hidden", "probability": 0.8310546875}, {"start": 2496.64, "end": 2497.84, "word": " تمام", "probability": 0.88916015625}, {"start": 2497.84, "end": 2498.76, "word": " خلصنا", "probability": 0.9244384765625}, {"start": 2498.76, "end": 2499.2, "word": " الآن", "probability": 0.61083984375}, {"start": 2499.2, "end": 2499.64, "word": " عملية", "probability": 0.9908854166666666}, {"start": 2499.64, "end": 2499.92, "word": " ال", "probability": 0.99609375}, {"start": 2499.92, "end": 2500.26, "word": " weights", "probability": 0.65087890625}, {"start": 2500.26, "end": 2500.86, "word": " كيف", "probability": 0.967041015625}, {"start": 2500.86, "end": 2501.08, "word": " بدي", "probability": 0.828857421875}, {"start": 2501.08, "end": 2501.72, "word": " أعدل", "probability": 0.82958984375}, {"start": 2501.72, "end": 2502.34, "word": " مجموعة", "probability": 0.9072265625}, {"start": 2502.34, "end": 2502.44, "word": " ال", "probability": 0.99658203125}, {"start": 2502.44, "end": 2502.56, "word": " weights", "probability": 0.765625}, {"start": 2502.56, "end": 2502.84, "word": " وهذه", "probability": 0.707275390625}, {"start": 2502.84, "end": 2503.52, "word": " أهم", "probability": 0.8017578125}, {"start": 2503.52, "end": 2503.86, "word": " ما", "probability": 0.810546875}, {"start": 2503.86, "end": 2504.06, "word": " في", "probability": 0.9609375}, {"start": 2504.06, "end": 2504.42, "word": " الموضوع", "probability": 0.99658203125}, {"start": 2504.42, "end": 2504.82, "word": " الحقيقة", "probability": 0.96533203125}, {"start": 2504.82, "end": 2505.36, "word": " أهم", "probability": 0.949951171875}, {"start": 2505.36, "end": 2506.4, "word": " شغلة", "probability": 0.9108072916666666}, {"start": 2506.4, "end": 2506.8, "word": " هي", "probability": 0.830078125}, {"start": 2506.8, "end": 2507.06, "word": " هذه", "probability": 0.89697265625}, {"start": 2507.06, "end": 2508.16, "word": " القصة", "probability": 0.9957682291666666}, {"start": 2508.16, "end": 2508.54, "word": " كيف", "probability": 0.96875}, {"start": 2508.54, "end": 2508.74, "word": " ممكن", "probability": 0.97265625}, {"start": 2508.74, "end": 2509.68, "word": " نعدلها؟", "probability": 0.808251953125}, {"start": 2509.68, "end": 2510.44, "word": " هنعدلها", "probability": 0.915625}, {"start": 2510.44, "end": 2511.04, "word": " وناخد", "probability": 0.85772705078125}, {"start": 2511.04, "end": 2511.34, "word": " بالنا", "probability": 0.9814453125}, {"start": 2511.34, "end": 2511.46, "word": " من", "probability": 0.99365234375}, {"start": 2511.46, "end": 2511.9, "word": " نقطة", "probability": 0.9855143229166666}, {"start": 2511.9, "end": 2512.5, "word": " جدا", "probability": 0.9794921875}, {"start": 2512.5, "end": 2512.94, "word": " مهمة", "probability": 0.9853515625}, {"start": 2512.94, "end": 2513.26, "word": " الآن", "probability": 0.753173828125}, {"start": 2513.26, "end": 2514.74, "word": " ننظف", "probability": 0.78717041015625}, {"start": 2514.74, "end": 2514.96, "word": " هذه", "probability": 0.63818359375}, {"start": 2514.96, "end": 2515.48, "word": " جدامنا", "probability": 0.78228759765625}, {"start": 2515.48, "end": 2515.86, "word": " هكذا", "probability": 0.7473958333333334}, {"start": 2515.86, "end": 2516.56, "word": " عشان", "probability": 0.9215494791666666}, {"start": 2516.56, "end": 2517.26, "word": " نتكلم", "probability": 0.991455078125}, {"start": 2517.26, "end": 2517.82, "word": " عن", "probability": 0.986328125}, {"start": 2517.82, "end": 2518.16, "word": " النقطة", "probability": 0.9747721354166666}, {"start": 2518.16, "end": 2518.68, "word": " المهمة", "probability": 0.9978841145833334}], "temperature": 1.0}, {"id": 111, "seek": 254826, "start": 2520.84, "end": 2548.26, "text": "ونرجع نعيد الرسمة على جد بس الشبكة الأخيرة هذه تمام وال node إذا أنتم متذكرين نرجحها لوضعها الأصلي في ال perceptron ال node كانت عبارة عن إيش؟ كانت عبارة عن summation مظبوط مرحلة أولى و بعدين ال activation function اللي احنا مستخدمينه سيجمويد", "tokens": [11536, 47341, 3615, 8717, 3615, 25708, 34892, 38251, 3660, 15844, 10874, 3215, 4724, 3794, 25124, 3555, 4117, 3660, 16247, 9778, 48923, 29538, 46811, 10943, 16070, 9984, 11933, 15730, 14739, 39237, 44650, 8848, 37983, 9957, 8717, 47341, 5016, 11296, 45164, 11242, 3615, 11296, 16247, 9381, 20292, 8978, 2423, 43276, 2044, 2423, 9984, 25961, 2655, 6225, 3555, 9640, 3660, 18871, 11933, 1829, 8592, 22807, 25961, 2655, 6225, 3555, 9640, 3660, 18871, 28811, 3714, 19913, 3555, 2407, 9566, 3714, 2288, 5016, 37977, 5551, 12610, 7578, 4032, 39182, 9957, 2423, 24433, 2445, 13672, 1829, 1975, 5016, 8315, 3714, 14851, 9778, 40448, 9957, 3224, 8608, 1829, 7435, 2304, 2407, 25708], "avg_logprob": -0.20857901083973218, "compression_ratio": 1.6610878661087867, "no_speech_prob": 0.0, "words": [{"start": 2520.84, "end": 2521.5, "word": "ونرجع", "probability": 0.816650390625}, {"start": 2521.5, "end": 2522.14, "word": " نعيد", "probability": 0.8094075520833334}, {"start": 2522.14, "end": 2522.82, "word": " الرسمة", "probability": 0.9729817708333334}, {"start": 2522.82, "end": 2523.42, "word": " على", "probability": 0.79443359375}, {"start": 2523.42, "end": 2523.58, "word": " جد", "probability": 0.9736328125}, {"start": 2523.58, "end": 2523.78, "word": " بس", "probability": 0.7076416015625}, {"start": 2523.78, "end": 2524.14, "word": " الشبكة", "probability": 0.9569091796875}, {"start": 2524.14, "end": 2524.48, "word": " الأخيرة", "probability": 0.94091796875}, {"start": 2524.48, "end": 2524.78, "word": " هذه", "probability": 0.284912109375}, {"start": 2524.78, "end": 2529.76, "word": " تمام", "probability": 0.95361328125}, {"start": 2529.76, "end": 2532.0, "word": " وال", "probability": 0.53125}, {"start": 2532.0, "end": 2534.6, "word": " node", "probability": 0.5185546875}, {"start": 2534.6, "end": 2535.22, "word": " إذا", "probability": 0.83984375}, {"start": 2535.22, "end": 2535.4, "word": " أنتم", "probability": 0.61572265625}, {"start": 2535.4, "end": 2535.98, "word": " متذكرين", "probability": 0.86376953125}, {"start": 2535.98, "end": 2536.64, "word": " نرجحها", "probability": 0.755859375}, {"start": 2536.64, "end": 2537.06, "word": " لوضعها", "probability": 0.78271484375}, {"start": 2537.06, "end": 2537.46, "word": " الأصلي", "probability": 0.8299153645833334}, {"start": 2537.46, "end": 2537.58, "word": " في", "probability": 0.880859375}, {"start": 2537.58, "end": 2537.68, "word": " ال", "probability": 0.98779296875}, {"start": 2537.68, "end": 2538.24, "word": " perceptron", "probability": 0.684814453125}, {"start": 2538.24, "end": 2538.72, "word": " ال", "probability": 0.70751953125}, {"start": 2538.72, "end": 2538.86, "word": " node", "probability": 0.9423828125}, {"start": 2538.86, "end": 2539.14, "word": " كانت", "probability": 0.95849609375}, {"start": 2539.14, "end": 2539.34, "word": " عبارة", "probability": 0.9962158203125}, {"start": 2539.34, "end": 2539.52, "word": " عن", "probability": 0.99169921875}, {"start": 2539.52, "end": 2540.02, "word": " إيش؟", "probability": 0.72601318359375}, {"start": 2540.02, "end": 2540.26, "word": " كانت", "probability": 0.968994140625}, {"start": 2540.26, "end": 2540.54, "word": " عبارة", "probability": 0.99658203125}, {"start": 2540.54, "end": 2540.98, "word": " عن", "probability": 0.97900390625}, {"start": 2540.98, "end": 2541.62, "word": " summation", "probability": 0.78759765625}, {"start": 2541.62, "end": 2542.98, "word": " مظبوط", "probability": 0.830126953125}, {"start": 2542.98, "end": 2544.22, "word": " مرحلة", "probability": 0.92333984375}, {"start": 2544.22, "end": 2544.54, "word": " أولى", "probability": 0.9596354166666666}, {"start": 2544.54, "end": 2544.78, "word": " و", "probability": 0.5498046875}, {"start": 2544.78, "end": 2545.22, "word": " بعدين", "probability": 0.924072265625}, {"start": 2545.22, "end": 2545.32, "word": " ال", "probability": 0.89599609375}, {"start": 2545.32, "end": 2545.7, "word": " activation", "probability": 0.9873046875}, {"start": 2545.7, "end": 2546.42, "word": " function", "probability": 0.9677734375}, {"start": 2546.42, "end": 2546.64, "word": " اللي", "probability": 0.873046875}, {"start": 2546.64, "end": 2547.18, "word": " احنا", "probability": 0.7955729166666666}, {"start": 2547.18, "end": 2547.72, "word": " مستخدمينه", "probability": 0.8811848958333334}, {"start": 2547.72, "end": 2548.26, "word": " سيجمويد", "probability": 0.7624409993489584}], "temperature": 1.0}, {"id": 112, "seek": 257794, "start": 2549.63, "end": 2577.95, "text": "مش هيك مش احنا ساخدانا سيجمويد، سيجمويد تمام هاي ال function بتاعتنا ففعليا ال node هيك عبارة عن summation ثم بعدها عملية ال activation function اللي هي السيجمويد تمام ال error اللي قاعد انحسب بعد السيجمويد ال error حسب بعد السيجمويد ففعليا ال error هنا مش هو ال error قبل السيجمويد", "tokens": [2304, 8592, 39896, 4117, 37893, 1975, 5016, 8315, 8608, 47283, 3215, 7649, 995, 8608, 1829, 7435, 2304, 2407, 25708, 12399, 8608, 1829, 7435, 2304, 2407, 25708, 46811, 10943, 8032, 47302, 2423, 2445, 39894, 995, 34268, 8315, 6156, 5172, 3615, 20292, 995, 2423, 9984, 39896, 4117, 6225, 3555, 9640, 3660, 18871, 28811, 38637, 2304, 39182, 11296, 6225, 42213, 10632, 2423, 24433, 2445, 13672, 1829, 39896, 21136, 1829, 7435, 2304, 2407, 25708, 46811, 10943, 2423, 6713, 13672, 1829, 12174, 995, 22488, 16472, 5016, 35457, 39182, 21136, 1829, 7435, 2304, 2407, 25708, 2423, 6713, 11331, 35457, 39182, 21136, 1829, 7435, 2304, 2407, 25708, 6156, 5172, 3615, 20292, 995, 2423, 6713, 34105, 37893, 31439, 2423, 6713, 12174, 36150, 21136, 1829, 7435, 2304, 2407, 25708], "avg_logprob": -0.18078512889294585, "compression_ratio": 2.2195121951219514, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2549.63, "end": 2549.87, "word": "مش", "probability": 0.820556640625}, {"start": 2549.87, "end": 2550.07, "word": " هيك", "probability": 0.85400390625}, {"start": 2550.07, "end": 2550.19, "word": " مش", "probability": 0.64306640625}, {"start": 2550.19, "end": 2550.33, "word": " احنا", "probability": 0.9231770833333334}, {"start": 2550.33, "end": 2550.87, "word": " ساخدانا", "probability": 0.546142578125}, {"start": 2550.87, "end": 2551.19, "word": " سيجمويد،", "probability": 0.6984340122767857}, {"start": 2551.19, "end": 2551.63, "word": " سيجمويد", "probability": 0.933349609375}, {"start": 2551.63, "end": 2552.15, "word": " تمام", "probability": 0.75146484375}, {"start": 2552.15, "end": 2552.79, "word": " هاي", "probability": 0.5999755859375}, {"start": 2552.79, "end": 2552.87, "word": " ال", "probability": 0.97998046875}, {"start": 2552.87, "end": 2553.11, "word": " function", "probability": 0.6513671875}, {"start": 2553.11, "end": 2553.61, "word": " بتاعتنا", "probability": 0.88623046875}, {"start": 2553.61, "end": 2554.75, "word": " ففعليا", "probability": 0.8623046875}, {"start": 2554.75, "end": 2554.99, "word": " ال", "probability": 0.7646484375}, {"start": 2554.99, "end": 2555.17, "word": " node", "probability": 0.923828125}, {"start": 2555.17, "end": 2556.39, "word": " هيك", "probability": 0.992431640625}, {"start": 2556.39, "end": 2557.01, "word": " عبارة", "probability": 0.9937744140625}, {"start": 2557.01, "end": 2557.29, "word": " عن", "probability": 0.9931640625}, {"start": 2557.29, "end": 2557.93, "word": " summation", "probability": 0.82763671875}, {"start": 2557.93, "end": 2558.83, "word": " ثم", "probability": 0.97705078125}, {"start": 2558.83, "end": 2559.25, "word": " بعدها", "probability": 0.9453125}, {"start": 2559.25, "end": 2559.59, "word": " عملية", "probability": 0.9860026041666666}, {"start": 2559.59, "end": 2559.73, "word": " ال", "probability": 0.93603515625}, {"start": 2559.73, "end": 2560.01, "word": " activation", "probability": 0.98974609375}, {"start": 2560.01, "end": 2560.47, "word": " function", "probability": 0.9638671875}, {"start": 2560.47, "end": 2560.61, "word": " اللي", "probability": 0.856689453125}, {"start": 2560.61, "end": 2560.67, "word": " هي", "probability": 0.97900390625}, {"start": 2560.67, "end": 2561.03, "word": " السيجمويد", "probability": 0.8508097330729166}, {"start": 2561.03, "end": 2561.55, "word": " تمام", "probability": 0.89404296875}, {"start": 2561.55, "end": 2562.01, "word": " ال", "probability": 0.85595703125}, {"start": 2562.01, "end": 2562.23, "word": " error", "probability": 0.91357421875}, {"start": 2562.23, "end": 2562.43, "word": " اللي", "probability": 0.83203125}, {"start": 2562.43, "end": 2562.57, "word": " قاعد", "probability": 0.594482421875}, {"start": 2562.57, "end": 2563.05, "word": " انحسب", "probability": 0.7605794270833334}, {"start": 2563.05, "end": 2563.47, "word": " بعد", "probability": 0.9638671875}, {"start": 2563.47, "end": 2564.09, "word": " السيجمويد", "probability": 0.90283203125}, {"start": 2564.09, "end": 2565.39, "word": " ال", "probability": 0.85693359375}, {"start": 2565.39, "end": 2565.69, "word": " error", "probability": 0.9423828125}, {"start": 2565.69, "end": 2566.49, "word": " حسب", "probability": 0.960205078125}, {"start": 2566.49, "end": 2566.85, "word": " بعد", "probability": 0.9814453125}, {"start": 2566.85, "end": 2567.41, "word": " السيجمويد", "probability": 0.956298828125}, {"start": 2567.41, "end": 2573.73, "word": " ففعليا", "probability": 0.95556640625}, {"start": 2573.73, "end": 2574.01, "word": " ال", "probability": 0.9765625}, {"start": 2574.01, "end": 2574.25, "word": " error", "probability": 0.95458984375}, {"start": 2574.25, "end": 2574.57, "word": " هنا", "probability": 0.99267578125}, {"start": 2574.57, "end": 2575.81, "word": " مش", "probability": 0.95751953125}, {"start": 2575.81, "end": 2576.13, "word": " هو", "probability": 0.9970703125}, {"start": 2576.13, "end": 2576.29, "word": " ال", "probability": 0.97412109375}, {"start": 2576.29, "end": 2576.65, "word": " error", "probability": 0.94091796875}, {"start": 2576.65, "end": 2577.31, "word": " قبل", "probability": 0.7646484375}, {"start": 2577.31, "end": 2577.95, "word": " السيجمويد", "probability": 0.9659830729166666}], "temperature": 1.0}, {"id": 113, "seek": 260509, "start": 2580.69, "end": 2605.09, "text": "هو ليس ال error قبل ال sigmoid، قبل ال sigmoid كانت له قيمة وبعد ال sigmoid صارت قيمة تانية، فإذا في أصبح معدل تغير، معدل تغير، معدل التغير هذا الحقيقة هو أنه جداش بتأثر ال error هنا في ال output بمجرد تغير ال input تبعه", "tokens": [3224, 2407, 32239, 3794, 2423, 6713, 12174, 36150, 2423, 4556, 3280, 327, 12399, 12174, 36150, 2423, 4556, 3280, 327, 25961, 2655, 46740, 12174, 32640, 3660, 46599, 22488, 2423, 4556, 3280, 327, 20328, 9640, 2655, 12174, 32640, 3660, 6055, 7649, 10632, 12399, 6156, 28814, 15730, 8978, 5551, 9381, 49628, 20449, 3215, 1211, 6055, 17082, 13546, 12399, 20449, 3215, 1211, 6055, 17082, 13546, 12399, 20449, 3215, 1211, 16712, 17082, 13546, 23758, 21542, 38436, 28671, 31439, 14739, 3224, 10874, 3215, 33599, 39894, 10721, 49115, 2423, 6713, 34105, 8978, 2423, 5598, 4724, 2304, 7435, 2288, 3215, 6055, 17082, 13546, 2423, 4846, 6055, 3555, 3615, 3224], "avg_logprob": -0.14713541754320555, "compression_ratio": 1.84375, "no_speech_prob": 0.0, "words": [{"start": 2580.69, "end": 2580.93, "word": "هو", "probability": 0.95166015625}, {"start": 2580.93, "end": 2581.17, "word": " ليس", "probability": 0.97412109375}, {"start": 2581.17, "end": 2581.25, "word": " ال", "probability": 0.69580078125}, {"start": 2581.25, "end": 2581.41, "word": " error", "probability": 0.53515625}, {"start": 2581.41, "end": 2581.65, "word": " قبل", "probability": 0.836669921875}, {"start": 2581.65, "end": 2581.77, "word": " ال", "probability": 0.73583984375}, {"start": 2581.77, "end": 2582.21, "word": " sigmoid،", "probability": 0.63360595703125}, {"start": 2582.21, "end": 2582.39, "word": " قبل", "probability": 0.95947265625}, {"start": 2582.39, "end": 2582.49, "word": " ال", "probability": 0.86376953125}, {"start": 2582.49, "end": 2582.77, "word": " sigmoid", "probability": 0.8811848958333334}, {"start": 2582.77, "end": 2583.05, "word": " كانت", "probability": 0.909423828125}, {"start": 2583.05, "end": 2583.19, "word": " له", "probability": 0.383056640625}, {"start": 2583.19, "end": 2583.59, "word": " قيمة", "probability": 0.9890950520833334}, {"start": 2583.59, "end": 2583.99, "word": " وبعد", "probability": 0.6400146484375}, {"start": 2583.99, "end": 2584.09, "word": " ال", "probability": 0.95751953125}, {"start": 2584.09, "end": 2584.43, "word": " sigmoid", "probability": 0.8902994791666666}, {"start": 2584.43, "end": 2584.89, "word": " صارت", "probability": 0.9366861979166666}, {"start": 2584.89, "end": 2585.15, "word": " قيمة", "probability": 0.9788411458333334}, {"start": 2585.15, "end": 2586.27, "word": " تانية،", "probability": 0.900634765625}, {"start": 2586.27, "end": 2586.59, "word": " فإذا", "probability": 0.8463541666666666}, {"start": 2586.59, "end": 2587.15, "word": " في", "probability": 0.62451171875}, {"start": 2587.15, "end": 2587.63, "word": " أصبح", "probability": 0.96435546875}, {"start": 2587.63, "end": 2588.57, "word": " معدل", "probability": 0.93603515625}, {"start": 2588.57, "end": 2590.33, "word": " تغير،", "probability": 0.9029541015625}, {"start": 2590.33, "end": 2590.91, "word": " معدل", "probability": 0.98291015625}, {"start": 2590.91, "end": 2592.61, "word": " تغير،", "probability": 0.931884765625}, {"start": 2592.61, "end": 2593.03, "word": " معدل", "probability": 0.9680989583333334}, {"start": 2593.03, "end": 2593.47, "word": " التغير", "probability": 0.9842122395833334}, {"start": 2593.47, "end": 2593.83, "word": " هذا", "probability": 0.71826171875}, {"start": 2593.83, "end": 2594.65, "word": " الحقيقة", "probability": 0.9593098958333334}, {"start": 2594.65, "end": 2595.07, "word": " هو", "probability": 0.8720703125}, {"start": 2595.07, "end": 2596.35, "word": " أنه", "probability": 0.7030029296875}, {"start": 2596.35, "end": 2597.17, "word": " جداش", "probability": 0.79638671875}, {"start": 2597.17, "end": 2598.59, "word": " بتأثر", "probability": 0.93994140625}, {"start": 2598.59, "end": 2598.75, "word": " ال", "probability": 0.9609375}, {"start": 2598.75, "end": 2599.05, "word": " error", "probability": 0.94189453125}, {"start": 2599.05, "end": 2599.45, "word": " هنا", "probability": 0.9931640625}, {"start": 2599.45, "end": 2600.11, "word": " في", "probability": 0.9384765625}, {"start": 2600.11, "end": 2600.23, "word": " ال", "probability": 0.9169921875}, {"start": 2600.23, "end": 2600.77, "word": " output", "probability": 0.98291015625}, {"start": 2600.77, "end": 2602.55, "word": " بمجرد", "probability": 0.9009765625}, {"start": 2602.55, "end": 2603.83, "word": " تغير", "probability": 0.9899088541666666}, {"start": 2603.83, "end": 2604.39, "word": " ال", "probability": 0.982421875}, {"start": 2604.39, "end": 2604.65, "word": " input", "probability": 0.97998046875}, {"start": 2604.65, "end": 2605.09, "word": " تبعه", "probability": 0.953369140625}], "temperature": 1.0}, {"id": 114, "seek": 261911, "start": 2606.85, "end": 2619.11, "text": "بمجرد تغيير ال error تبعه، إذا كان التغير عالي، معناه ذلك إن ال error هنا ال sensitivity بتاعتها عالية، كل ما بيزيد ال error هنا، بيأثر أكبر على ال error بعد ال sigmoid", "tokens": [3555, 2304, 7435, 2288, 3215, 6055, 17082, 1829, 13546, 2423, 6713, 6055, 3555, 3615, 3224, 12399, 11933, 15730, 25961, 16712, 17082, 13546, 6225, 6027, 1829, 12399, 20449, 8315, 3224, 29910, 23275, 36145, 2423, 6713, 34105, 2423, 19392, 39894, 995, 34268, 11296, 6225, 6027, 10632, 12399, 28242, 19446, 4724, 1829, 11622, 25708, 2423, 6713, 34105, 12399, 4724, 1829, 10721, 49115, 5551, 4117, 26890, 15844, 2423, 6713, 39182, 2423, 4556, 3280, 327], "avg_logprob": -0.15569981764739668, "compression_ratio": 1.6024096385542168, "no_speech_prob": 5.960464477539062e-07, "words": [{"start": 2606.85, "end": 2607.49, "word": "بمجرد", "probability": 0.966796875}, {"start": 2607.49, "end": 2607.93, "word": " تغيير", "probability": 0.889404296875}, {"start": 2607.93, "end": 2608.05, "word": " ال", "probability": 0.88720703125}, {"start": 2608.05, "end": 2608.23, "word": " error", "probability": 0.60205078125}, {"start": 2608.23, "end": 2609.01, "word": " تبعه،", "probability": 0.83203125}, {"start": 2609.01, "end": 2609.23, "word": " إذا", "probability": 0.918212890625}, {"start": 2609.23, "end": 2609.47, "word": " كان", "probability": 0.99365234375}, {"start": 2609.47, "end": 2609.97, "word": " التغير", "probability": 0.8531901041666666}, {"start": 2609.97, "end": 2611.17, "word": " عالي،", "probability": 0.919677734375}, {"start": 2611.17, "end": 2611.51, "word": " معناه", "probability": 0.8995768229166666}, {"start": 2611.51, "end": 2611.69, "word": " ذلك", "probability": 0.977294921875}, {"start": 2611.69, "end": 2611.83, "word": " إن", "probability": 0.55712890625}, {"start": 2611.83, "end": 2611.97, "word": " ال", "probability": 0.7255859375}, {"start": 2611.97, "end": 2612.19, "word": " error", "probability": 0.7705078125}, {"start": 2612.19, "end": 2612.55, "word": " هنا", "probability": 0.9853515625}, {"start": 2612.55, "end": 2613.27, "word": " ال", "probability": 0.2978515625}, {"start": 2613.27, "end": 2613.61, "word": " sensitivity", "probability": 0.97021484375}, {"start": 2613.61, "end": 2614.07, "word": " بتاعتها", "probability": 0.946044921875}, {"start": 2614.07, "end": 2615.01, "word": " عالية،", "probability": 0.953369140625}, {"start": 2615.01, "end": 2615.19, "word": " كل", "probability": 0.9697265625}, {"start": 2615.19, "end": 2615.35, "word": " ما", "probability": 0.94580078125}, {"start": 2615.35, "end": 2615.91, "word": " بيزيد", "probability": 0.880126953125}, {"start": 2615.91, "end": 2616.23, "word": " ال", "probability": 0.92529296875}, {"start": 2616.23, "end": 2616.51, "word": " error", "probability": 0.9462890625}, {"start": 2616.51, "end": 2617.11, "word": " هنا،", "probability": 0.748291015625}, {"start": 2617.11, "end": 2617.53, "word": " بيأثر", "probability": 0.945556640625}, {"start": 2617.53, "end": 2617.91, "word": " أكبر", "probability": 0.9671223958333334}, {"start": 2617.91, "end": 2618.05, "word": " على", "probability": 0.5546875}, {"start": 2618.05, "end": 2618.13, "word": " ال", "probability": 0.94482421875}, {"start": 2618.13, "end": 2618.29, "word": " error", "probability": 0.93994140625}, {"start": 2618.29, "end": 2618.55, "word": " بعد", "probability": 0.96484375}, {"start": 2618.55, "end": 2618.67, "word": " ال", "probability": 0.798828125}, {"start": 2618.67, "end": 2619.11, "word": " sigmoid", "probability": 0.7418619791666666}], "temperature": 1.0}, {"id": 115, "seek": 264421, "start": 2620.27, "end": 2644.21, "text": "تمام، الآن كيف بدي أجيب العلاقة بينهم هدولة عشان يكون كلامي أكتر دقة في تقييم ال .. في تعديل ال weights اللي هنا ال weights اللي هنا خلاص احنا كنا متفقين سابقا انه error زي ما تذكرين في ال perceptron ال error هذه كنت بدربها مباشرة في ال X I على طول و في Alpha مش متذكرين plus ال W الجديمة خلصنا انتهت الجثة", "tokens": [39237, 10943, 12399, 6024, 48506, 9122, 33911, 4724, 16254, 5551, 7435, 1829, 3555, 18863, 15040, 28671, 49374, 16095, 8032, 3215, 12610, 3660, 6225, 8592, 7649, 7251, 30544, 28242, 10943, 1829, 5551, 4117, 2655, 2288, 11778, 28671, 8978, 6055, 38436, 32640, 2423, 4386, 8978, 37279, 16254, 1211, 2423, 17443, 13672, 1829, 34105, 2423, 17443, 13672, 1829, 34105, 16490, 1211, 33546, 1975, 5016, 8315, 9122, 8315, 44650, 5172, 4587, 9957, 8608, 16758, 4587, 995, 16472, 3224, 6713, 30767, 1829, 19446, 6055, 8848, 37983, 9957, 8978, 2423, 43276, 2044, 2423, 6713, 29538, 9122, 29399, 47525, 25513, 11296, 3714, 3555, 33599, 25720, 8978, 2423, 1783, 286, 15844, 23032, 12610, 4032, 8978, 20588, 37893, 44650, 8848, 37983, 9957, 1804, 2423, 343, 25724, 16254, 46007, 16490, 1211, 9381, 8315, 16472, 47395, 2655, 25724, 12984, 3660], "avg_logprob": -0.20805288771024116, "compression_ratio": 1.7765957446808511, "no_speech_prob": 2.682209014892578e-06, "words": [{"start": 2620.27, "end": 2620.99, "word": "تمام،", "probability": 0.6392415364583334}, {"start": 2620.99, "end": 2621.35, "word": " الآن", "probability": 0.6336669921875}, {"start": 2621.35, "end": 2621.57, "word": " كيف", "probability": 0.96630859375}, {"start": 2621.57, "end": 2621.73, "word": " بدي", "probability": 0.6102294921875}, {"start": 2621.73, "end": 2621.93, "word": " أجيب", "probability": 0.945068359375}, {"start": 2621.93, "end": 2622.35, "word": " العلاقة", "probability": 0.9817708333333334}, {"start": 2622.35, "end": 2622.79, "word": " بينهم", "probability": 0.9267578125}, {"start": 2622.79, "end": 2623.29, "word": " هدولة", "probability": 0.8934326171875}, {"start": 2623.29, "end": 2623.75, "word": " عشان", "probability": 0.8736979166666666}, {"start": 2623.75, "end": 2624.09, "word": " يكون", "probability": 0.968505859375}, {"start": 2624.09, "end": 2624.69, "word": " كلامي", "probability": 0.96435546875}, {"start": 2624.69, "end": 2625.05, "word": " أكتر", "probability": 0.86328125}, {"start": 2625.05, "end": 2625.51, "word": " دقة", "probability": 0.902587890625}, {"start": 2625.51, "end": 2626.17, "word": " في", "probability": 0.927734375}, {"start": 2626.17, "end": 2626.75, "word": " تقييم", "probability": 0.7352701822916666}, {"start": 2626.75, "end": 2626.91, "word": " ال", "probability": 0.368896484375}, {"start": 2626.91, "end": 2626.91, "word": " ..", "probability": 0.69287109375}, {"start": 2626.91, "end": 2627.09, "word": " في", "probability": 0.8935546875}, {"start": 2627.09, "end": 2627.63, "word": " تعديل", "probability": 0.9109700520833334}, {"start": 2627.63, "end": 2627.75, "word": " ال", "probability": 0.9951171875}, {"start": 2627.75, "end": 2628.01, "word": " weights", "probability": 0.7998046875}, {"start": 2628.01, "end": 2628.19, "word": " اللي", "probability": 0.966796875}, {"start": 2628.19, "end": 2628.45, "word": " هنا", "probability": 0.9931640625}, {"start": 2628.45, "end": 2629.25, "word": " ال", "probability": 0.86376953125}, {"start": 2629.25, "end": 2629.43, "word": " weights", "probability": 0.76953125}, {"start": 2629.43, "end": 2629.59, "word": " اللي", "probability": 0.994140625}, {"start": 2629.59, "end": 2629.75, "word": " هنا", "probability": 0.9873046875}, {"start": 2629.75, "end": 2630.05, "word": " خلاص", "probability": 0.95556640625}, {"start": 2630.05, "end": 2630.23, "word": " احنا", "probability": 0.8228352864583334}, {"start": 2630.23, "end": 2630.43, "word": " كنا", "probability": 0.988037109375}, {"start": 2630.43, "end": 2630.95, "word": " متفقين", "probability": 0.965087890625}, {"start": 2630.95, "end": 2631.43, "word": " سابقا", "probability": 0.980224609375}, {"start": 2631.43, "end": 2632.31, "word": " انه", "probability": 0.630615234375}, {"start": 2632.31, "end": 2632.69, "word": " error", "probability": 0.9130859375}, {"start": 2632.69, "end": 2633.09, "word": " زي", "probability": 0.54461669921875}, {"start": 2633.09, "end": 2633.19, "word": " ما", "probability": 0.8642578125}, {"start": 2633.19, "end": 2633.55, "word": " تذكرين", "probability": 0.7374267578125}, {"start": 2633.55, "end": 2633.65, "word": " في", "probability": 0.90869140625}, {"start": 2633.65, "end": 2633.73, "word": " ال", "probability": 0.9912109375}, {"start": 2633.73, "end": 2634.25, "word": " perceptron", "probability": 0.709228515625}, {"start": 2634.25, "end": 2634.57, "word": " ال", "probability": 0.74853515625}, {"start": 2634.57, "end": 2634.83, "word": " error", "probability": 0.91015625}, {"start": 2634.83, "end": 2635.23, "word": " هذه", "probability": 0.50244140625}, {"start": 2635.23, "end": 2635.71, "word": " كنت", "probability": 0.9912109375}, {"start": 2635.71, "end": 2636.03, "word": " بدربها", "probability": 0.8126627604166666}, {"start": 2636.03, "end": 2636.49, "word": " مباشرة", "probability": 0.980224609375}, {"start": 2636.49, "end": 2636.67, "word": " في", "probability": 0.9345703125}, {"start": 2636.67, "end": 2636.81, "word": " ال", "probability": 0.8271484375}, {"start": 2636.81, "end": 2637.09, "word": " X", "probability": 0.6533203125}, {"start": 2637.09, "end": 2638.19, "word": " I", "probability": 0.75341796875}, {"start": 2638.19, "end": 2638.85, "word": " على", "probability": 0.931640625}, {"start": 2638.85, "end": 2639.07, "word": " طول", "probability": 0.981689453125}, {"start": 2639.07, "end": 2639.19, "word": " و", "probability": 0.62255859375}, {"start": 2639.19, "end": 2639.27, "word": " في", "probability": 0.74169921875}, {"start": 2639.27, "end": 2639.65, "word": " Alpha", "probability": 0.6083984375}, {"start": 2639.65, "end": 2640.25, "word": " مش", "probability": 0.8935546875}, {"start": 2640.25, "end": 2640.91, "word": " متذكرين", "probability": 0.76885986328125}, {"start": 2640.91, "end": 2641.63, "word": " plus", "probability": 0.62353515625}, {"start": 2641.63, "end": 2641.93, "word": " ال", "probability": 0.95947265625}, {"start": 2641.93, "end": 2642.15, "word": " W", "probability": 0.8330078125}, {"start": 2642.15, "end": 2642.67, "word": " الجديمة", "probability": 0.7618001302083334}, {"start": 2642.67, "end": 2643.39, "word": " خلصنا", "probability": 0.8604736328125}, {"start": 2643.39, "end": 2643.79, "word": " انتهت", "probability": 0.7696940104166666}, {"start": 2643.79, "end": 2644.21, "word": " الجثة", "probability": 0.7272135416666666}], "temperature": 1.0}, {"id": 116, "seek": 266366, "start": 2645.56, "end": 2663.66, "text": "ماكنش فيه عندى مشكلة كانت ليش لأنه ال error هنا ال error كانت linear هناك كان مجرد step unit او صفرية واحد ماكنش فيه عندى مشكلة أما هنا لأ هي ال sigmoid الحقيقة هي smooth function بمعنى هديك ماكنش إيه لها معدل تغير", "tokens": [15042, 19452, 8592, 8978, 3224, 43242, 7578, 37893, 28820, 3660, 25961, 2655, 32239, 8592, 5296, 33456, 3224, 2423, 6713, 34105, 2423, 6713, 25961, 2655, 8213, 34105, 4117, 25961, 3714, 7435, 2288, 3215, 1823, 4985, 1975, 2407, 20328, 5172, 2288, 10632, 36764, 24401, 19446, 19452, 8592, 8978, 3224, 43242, 7578, 37893, 28820, 3660, 5551, 15042, 34105, 5296, 10721, 39896, 2423, 4556, 3280, 327, 21542, 38436, 28671, 39896, 5508, 2445, 4724, 2304, 3615, 1863, 7578, 8032, 16254, 4117, 19446, 19452, 8592, 11933, 1829, 3224, 5296, 11296, 20449, 3215, 1211, 6055, 17082, 13546], "avg_logprob": -0.19608515959519607, "compression_ratio": 1.6798029556650247, "no_speech_prob": 7.748603820800781e-07, "words": [{"start": 2645.56, "end": 2645.92, "word": "ماكنش", "probability": 0.83154296875}, {"start": 2645.92, "end": 2646.02, "word": " فيه", "probability": 0.784423828125}, {"start": 2646.02, "end": 2646.16, "word": " عندى", "probability": 0.504425048828125}, {"start": 2646.16, "end": 2646.58, "word": " مشكلة", "probability": 0.9884440104166666}, {"start": 2646.58, "end": 2647.32, "word": " كانت", "probability": 0.720947265625}, {"start": 2647.32, "end": 2647.64, "word": " ليش", "probability": 0.903564453125}, {"start": 2647.64, "end": 2648.12, "word": " لأنه", "probability": 0.7316080729166666}, {"start": 2648.12, "end": 2648.56, "word": " ال", "probability": 0.9384765625}, {"start": 2648.56, "end": 2648.98, "word": " error", "probability": 0.51513671875}, {"start": 2648.98, "end": 2649.7, "word": " هنا", "probability": 0.98095703125}, {"start": 2649.7, "end": 2650.18, "word": " ال", "probability": 0.740234375}, {"start": 2650.18, "end": 2650.42, "word": " error", "probability": 0.9248046875}, {"start": 2650.42, "end": 2650.74, "word": " كانت", "probability": 0.97802734375}, {"start": 2650.74, "end": 2651.06, "word": " linear", "probability": 0.8359375}, {"start": 2651.06, "end": 2651.5, "word": " هناك", "probability": 0.987060546875}, {"start": 2651.5, "end": 2651.8, "word": " كان", "probability": 0.87939453125}, {"start": 2651.8, "end": 2652.6, "word": " مجرد", "probability": 0.9700927734375}, {"start": 2652.6, "end": 2653.26, "word": " step", "probability": 0.92724609375}, {"start": 2653.26, "end": 2654.12, "word": " unit", "probability": 0.9541015625}, {"start": 2654.12, "end": 2655.18, "word": " او", "probability": 0.6356201171875}, {"start": 2655.18, "end": 2655.5, "word": " صفرية", "probability": 0.89990234375}, {"start": 2655.5, "end": 2655.9, "word": " واحد", "probability": 0.98095703125}, {"start": 2655.9, "end": 2656.56, "word": " ماكنش", "probability": 0.7628580729166666}, {"start": 2656.56, "end": 2656.66, "word": " فيه", "probability": 0.96044921875}, {"start": 2656.66, "end": 2656.82, "word": " عندى", "probability": 0.916748046875}, {"start": 2656.82, "end": 2657.28, "word": " مشكلة", "probability": 0.9910481770833334}, {"start": 2657.28, "end": 2657.68, "word": " أما", "probability": 0.79150390625}, {"start": 2657.68, "end": 2657.9, "word": " هنا", "probability": 0.99267578125}, {"start": 2657.9, "end": 2658.1, "word": " لأ", "probability": 0.96337890625}, {"start": 2658.1, "end": 2658.26, "word": " هي", "probability": 0.93994140625}, {"start": 2658.26, "end": 2658.52, "word": " ال", "probability": 0.90966796875}, {"start": 2658.52, "end": 2658.92, "word": " sigmoid", "probability": 0.7594401041666666}, {"start": 2658.92, "end": 2659.34, "word": " الحقيقة", "probability": 0.97802734375}, {"start": 2659.34, "end": 2659.62, "word": " هي", "probability": 0.91357421875}, {"start": 2659.62, "end": 2660.02, "word": " smooth", "probability": 0.89794921875}, {"start": 2660.02, "end": 2660.48, "word": " function", "probability": 0.970703125}, {"start": 2660.48, "end": 2662.16, "word": " بمعنى", "probability": 0.97080078125}, {"start": 2662.16, "end": 2662.54, "word": " هديك", "probability": 0.6097819010416666}, {"start": 2662.54, "end": 2662.84, "word": " ماكنش", "probability": 0.95751953125}, {"start": 2662.84, "end": 2662.9, "word": " إيه", "probability": 0.452880859375}, {"start": 2662.9, "end": 2662.98, "word": " لها", "probability": 0.755615234375}, {"start": 2662.98, "end": 2663.26, "word": " معدل", "probability": 0.9405924479166666}, {"start": 2663.26, "end": 2663.66, "word": " تغير", "probability": 0.9694010416666666}], "temperature": 1.0}, {"id": 117, "seek": 267768, "start": 2664.48, "end": 2677.68, "text": "هذه ليست معدّل تغيّر، هل تذكرون؟ أخدتها سابقًا، مش عارف الـ Calculus يمكن، اللي لما أجي بدّي أعمل الـ Derivative أو بدّي أجيب معدّل تغيّر هنا، عند القيمة هذه، عند قيمة الصفر، جديش معدّل تغيّرها، Infinity", "tokens": [3224, 24192, 32239, 14851, 20449, 3215, 11703, 1211, 6055, 17082, 1829, 11703, 2288, 12399, 8032, 1211, 6055, 8848, 37983, 11536, 22807, 5551, 9778, 3215, 2655, 11296, 8608, 16758, 4587, 14111, 995, 12399, 37893, 6225, 9640, 5172, 2423, 39184, 3511, 36002, 7251, 43020, 12399, 13672, 1829, 5296, 15042, 5551, 7435, 1829, 47525, 11703, 1829, 5551, 25957, 1211, 2423, 39184, 5618, 592, 1166, 34051, 47525, 11703, 1829, 5551, 7435, 1829, 3555, 20449, 3215, 11703, 1211, 6055, 17082, 1829, 11703, 2288, 34105, 12399, 43242, 25062, 32640, 3660, 29538, 12399, 43242, 12174, 32640, 3660, 31767, 5172, 2288, 12399, 10874, 16254, 8592, 20449, 3215, 11703, 1211, 6055, 17082, 1829, 11703, 2288, 11296, 12399, 34762], "avg_logprob": -0.3011363606561314, "compression_ratio": 1.619718309859155, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 2664.48, "end": 2664.76, "word": "هذه", "probability": 0.775146484375}, {"start": 2664.76, "end": 2665.04, "word": " ليست", "probability": 0.685302734375}, {"start": 2665.04, "end": 2665.38, "word": " معدّل", "probability": 0.7066650390625}, {"start": 2665.38, "end": 2666.0, "word": " تغيّر،", "probability": 0.66058349609375}, {"start": 2666.0, "end": 2666.22, "word": " هل", "probability": 0.45166015625}, {"start": 2666.22, "end": 2667.14, "word": " تذكرون؟", "probability": 0.640673828125}, {"start": 2667.14, "end": 2667.94, "word": " أخدتها", "probability": 0.78251953125}, {"start": 2667.94, "end": 2668.46, "word": " سابقًا،", "probability": 0.7691243489583334}, {"start": 2668.46, "end": 2668.46, "word": " مش", "probability": 0.341552734375}, {"start": 2668.46, "end": 2668.72, "word": " عارف", "probability": 0.9928385416666666}, {"start": 2668.72, "end": 2669.1, "word": " الـ", "probability": 0.58447265625}, {"start": 2669.1, "end": 2669.42, "word": " Calculus", "probability": 0.6322021484375}, {"start": 2669.42, "end": 2670.14, "word": " يمكن،", "probability": 0.694091796875}, {"start": 2670.14, "end": 2670.3, "word": " اللي", "probability": 0.6162109375}, {"start": 2670.3, "end": 2670.46, "word": " لما", "probability": 0.784912109375}, {"start": 2670.46, "end": 2670.68, "word": " أجي", "probability": 0.5269368489583334}, {"start": 2670.68, "end": 2670.88, "word": " بدّي", "probability": 0.5935465494791666}, {"start": 2670.88, "end": 2671.14, "word": " أعمل", "probability": 0.9620768229166666}, {"start": 2671.14, "end": 2671.26, "word": " الـ", "probability": 0.90625}, {"start": 2671.26, "end": 2671.66, "word": " Derivative", "probability": 0.8136393229166666}, {"start": 2671.66, "end": 2671.8, "word": " أو", "probability": 0.8486328125}, {"start": 2671.8, "end": 2672.02, "word": " بدّي", "probability": 0.7555338541666666}, {"start": 2672.02, "end": 2672.14, "word": " أجيب", "probability": 0.9697265625}, {"start": 2672.14, "end": 2672.5, "word": " معدّل", "probability": 0.9833984375}, {"start": 2672.5, "end": 2672.94, "word": " تغيّر", "probability": 0.93134765625}, {"start": 2672.94, "end": 2673.4, "word": " هنا،", "probability": 0.758056640625}, {"start": 2673.4, "end": 2673.62, "word": " عند", "probability": 0.96923828125}, {"start": 2673.62, "end": 2674.18, "word": " القيمة", "probability": 0.9689127604166666}, {"start": 2674.18, "end": 2674.9, "word": " هذه،", "probability": 0.931640625}, {"start": 2674.9, "end": 2675.08, "word": " عند", "probability": 0.8828125}, {"start": 2675.08, "end": 2675.34, "word": " قيمة", "probability": 0.9977213541666666}, {"start": 2675.34, "end": 2676.0, "word": " الصفر،", "probability": 0.939453125}, {"start": 2676.0, "end": 2676.26, "word": " جديش", "probability": 0.5146077473958334}, {"start": 2676.26, "end": 2676.52, "word": " معدّل", "probability": 0.9849853515625}, {"start": 2676.52, "end": 2677.32, "word": " تغيّرها،", "probability": 0.9203404017857143}, {"start": 2677.32, "end": 2677.68, "word": " Infinity", "probability": 0.7646484375}], "temperature": 1.0}, {"id": 118, "seek": 269852, "start": 2678.48, "end": 2698.52, "text": "بمعنى ما بقدرش أجيسه لكن هنا في ال point لأ أنا بقدر أجيسه كيف بدي أحسب معدل التغير بمعنى أنه كل تغير بصير في ال input اللي هو قيمة ال error هنا بعد ال summation جدش بيغير قيمة ال error بعد ال function", "tokens": [3555, 2304, 3615, 1863, 7578, 19446, 4724, 28543, 2288, 8592, 5551, 7435, 1829, 3794, 3224, 44381, 34105, 8978, 2423, 935, 5296, 10721, 41850, 4724, 28543, 2288, 5551, 7435, 1829, 3794, 3224, 9122, 33911, 4724, 16254, 5551, 5016, 35457, 20449, 3215, 1211, 16712, 17082, 13546, 4724, 2304, 3615, 1863, 7578, 14739, 3224, 28242, 6055, 17082, 13546, 4724, 9381, 13546, 8978, 2423, 4846, 13672, 1829, 31439, 12174, 32640, 3660, 2423, 6713, 34105, 39182, 2423, 28811, 10874, 3215, 8592, 4724, 1829, 17082, 13546, 12174, 32640, 3660, 2423, 6713, 39182, 2423, 2445], "avg_logprob": -0.20488062333524898, "compression_ratio": 1.7650273224043715, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 2678.48, "end": 2678.88, "word": "بمعنى", "probability": 0.914453125}, {"start": 2678.88, "end": 2678.96, "word": " ما", "probability": 0.21142578125}, {"start": 2678.96, "end": 2679.28, "word": " بقدرش", "probability": 0.7974853515625}, {"start": 2679.28, "end": 2679.66, "word": " أجيسه", "probability": 0.840625}, {"start": 2679.66, "end": 2680.38, "word": " لكن", "probability": 0.5537109375}, {"start": 2680.38, "end": 2680.68, "word": " هنا", "probability": 0.873046875}, {"start": 2680.68, "end": 2680.86, "word": " في", "probability": 0.9287109375}, {"start": 2680.86, "end": 2680.96, "word": " ال", "probability": 0.86474609375}, {"start": 2680.96, "end": 2681.16, "word": " point", "probability": 0.064208984375}, {"start": 2681.16, "end": 2681.44, "word": " لأ", "probability": 0.6419677734375}, {"start": 2681.44, "end": 2681.54, "word": " أنا", "probability": 0.5849609375}, {"start": 2681.54, "end": 2681.82, "word": " بقدر", "probability": 0.93505859375}, {"start": 2681.82, "end": 2682.22, "word": " أجيسه", "probability": 0.92939453125}, {"start": 2682.22, "end": 2683.12, "word": " كيف", "probability": 0.901611328125}, {"start": 2683.12, "end": 2683.3, "word": " بدي", "probability": 0.6312255859375}, {"start": 2683.3, "end": 2683.64, "word": " أحسب", "probability": 0.9501953125}, {"start": 2683.64, "end": 2684.08, "word": " معدل", "probability": 0.9108072916666666}, {"start": 2684.08, "end": 2684.58, "word": " التغير", "probability": 0.9646809895833334}, {"start": 2684.58, "end": 2685.16, "word": " بمعنى", "probability": 0.93037109375}, {"start": 2685.16, "end": 2685.52, "word": " أنه", "probability": 0.732666015625}, {"start": 2685.52, "end": 2686.36, "word": " كل", "probability": 0.9609375}, {"start": 2686.36, "end": 2687.26, "word": " تغير", "probability": 0.9873046875}, {"start": 2687.26, "end": 2688.0, "word": " بصير", "probability": 0.8123372395833334}, {"start": 2688.0, "end": 2688.72, "word": " في", "probability": 0.92919921875}, {"start": 2688.72, "end": 2688.84, "word": " ال", "probability": 0.6533203125}, {"start": 2688.84, "end": 2689.44, "word": " input", "probability": 0.94921875}, {"start": 2689.44, "end": 2689.98, "word": " اللي", "probability": 0.9443359375}, {"start": 2689.98, "end": 2690.16, "word": " هو", "probability": 0.9794921875}, {"start": 2690.16, "end": 2690.5, "word": " قيمة", "probability": 0.9969075520833334}, {"start": 2690.5, "end": 2690.6, "word": " ال", "probability": 0.9287109375}, {"start": 2690.6, "end": 2690.88, "word": " error", "probability": 0.92431640625}, {"start": 2690.88, "end": 2691.22, "word": " هنا", "probability": 0.9853515625}, {"start": 2691.22, "end": 2692.32, "word": " بعد", "probability": 0.9677734375}, {"start": 2692.32, "end": 2692.88, "word": " ال", "probability": 0.568359375}, {"start": 2692.88, "end": 2693.48, "word": " summation", "probability": 0.705078125}, {"start": 2693.48, "end": 2694.32, "word": " جدش", "probability": 0.779296875}, {"start": 2694.32, "end": 2696.08, "word": " بيغير", "probability": 0.809814453125}, {"start": 2696.08, "end": 2696.5, "word": " قيمة", "probability": 0.990234375}, {"start": 2696.5, "end": 2696.62, "word": " ال", "probability": 0.94873046875}, {"start": 2696.62, "end": 2696.94, "word": " error", "probability": 0.935546875}, {"start": 2696.94, "end": 2697.54, "word": " بعد", "probability": 0.966796875}, {"start": 2697.54, "end": 2698.18, "word": " ال", "probability": 0.93603515625}, {"start": 2698.18, "end": 2698.52, "word": " function", "probability": 0.9443359375}], "temperature": 1.0}, {"id": 119, "seek": 272326, "start": 2699.78, "end": 2723.26, "text": "هذه بنحسبها كيف بنحسبها؟ derivative مهينة جالي معدل تغير معدل تغير معدل تغير ال calculus جالنا أن معدل التغير هو derivative يعمله خلاص فبنعمله derivative لمين ال derivative؟ لل function اللي between them اللي هي فرجت منهم اللي هي ال sigmoid طب مش هي ال sigmoid 1 على 1 plus exponential minus x y تسوى بهذا الشكل", "tokens": [3224, 24192, 44945, 5016, 35457, 11296, 9122, 33911, 44945, 5016, 35457, 11296, 22807, 13760, 3714, 3224, 9957, 3660, 10874, 6027, 1829, 20449, 3215, 1211, 6055, 17082, 13546, 20449, 3215, 1211, 6055, 17082, 13546, 20449, 3215, 1211, 6055, 17082, 13546, 2423, 33400, 10874, 6027, 8315, 14739, 20449, 3215, 1211, 16712, 17082, 13546, 31439, 13760, 7251, 25957, 43761, 16490, 1211, 33546, 6156, 3555, 1863, 25957, 43761, 13760, 5296, 2304, 9957, 2423, 13760, 22807, 24976, 2445, 13672, 1829, 1296, 552, 13672, 1829, 39896, 6156, 47341, 2655, 9154, 16095, 13672, 1829, 39896, 2423, 4556, 3280, 327, 23032, 3555, 37893, 39896, 2423, 4556, 3280, 327, 502, 15844, 502, 1804, 21510, 3175, 2031, 288, 6055, 3794, 2407, 7578, 39627, 15730, 25124, 28820], "avg_logprob": -0.23303952634844005, "compression_ratio": 1.8293650793650793, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2699.78, "end": 2700.06, "word": "هذه", "probability": 0.7060546875}, {"start": 2700.06, "end": 2700.5, "word": " بنحسبها", "probability": 0.85357666015625}, {"start": 2700.5, "end": 2700.66, "word": " كيف", "probability": 0.783447265625}, {"start": 2700.66, "end": 2701.58, "word": " بنحسبها؟", "probability": 0.803515625}, {"start": 2701.58, "end": 2701.94, "word": " derivative", "probability": 0.5732421875}, {"start": 2701.94, "end": 2702.48, "word": " مهينة", "probability": 0.5689697265625}, {"start": 2702.48, "end": 2702.6, "word": " جالي", "probability": 0.7112630208333334}, {"start": 2702.6, "end": 2703.42, "word": " معدل", "probability": 0.8349609375}, {"start": 2703.42, "end": 2703.86, "word": " تغير", "probability": 0.9716796875}, {"start": 2703.86, "end": 2704.34, "word": " معدل", "probability": 0.85693359375}, {"start": 2704.34, "end": 2704.74, "word": " تغير", "probability": 0.9930013020833334}, {"start": 2704.74, "end": 2705.1, "word": " معدل", "probability": 0.9138997395833334}, {"start": 2705.1, "end": 2705.52, "word": " تغير", "probability": 0.9957682291666666}, {"start": 2705.52, "end": 2706.02, "word": " ال", "probability": 0.892578125}, {"start": 2706.02, "end": 2706.32, "word": " calculus", "probability": 0.7548828125}, {"start": 2706.32, "end": 2706.72, "word": " جالنا", "probability": 0.82861328125}, {"start": 2706.72, "end": 2706.84, "word": " أن", "probability": 0.50146484375}, {"start": 2706.84, "end": 2707.18, "word": " معدل", "probability": 0.9235026041666666}, {"start": 2707.18, "end": 2707.52, "word": " التغير", "probability": 0.966796875}, {"start": 2707.52, "end": 2707.6, "word": " هو", "probability": 0.329833984375}, {"start": 2707.6, "end": 2707.88, "word": " derivative", "probability": 0.71142578125}, {"start": 2707.88, "end": 2708.36, "word": " يعمله", "probability": 0.704345703125}, {"start": 2708.36, "end": 2709.68, "word": " خلاص", "probability": 0.9562174479166666}, {"start": 2709.68, "end": 2710.96, "word": " فبنعمله", "probability": 0.9552734375}, {"start": 2710.96, "end": 2711.4, "word": " derivative", "probability": 0.9306640625}, {"start": 2711.4, "end": 2712.04, "word": " لمين", "probability": 0.6780598958333334}, {"start": 2712.04, "end": 2712.12, "word": " ال", "probability": 0.8818359375}, {"start": 2712.12, "end": 2712.78, "word": " derivative؟", "probability": 0.899169921875}, {"start": 2712.78, "end": 2712.88, "word": " لل", "probability": 0.62939453125}, {"start": 2712.88, "end": 2713.34, "word": " function", "probability": 0.673828125}, {"start": 2713.34, "end": 2713.56, "word": " اللي", "probability": 0.7127685546875}, {"start": 2713.56, "end": 2713.84, "word": " between", "probability": 0.94384765625}, {"start": 2713.84, "end": 2714.22, "word": " them", "probability": 0.93701171875}, {"start": 2714.22, "end": 2715.3, "word": " اللي", "probability": 0.942138671875}, {"start": 2715.3, "end": 2715.42, "word": " هي", "probability": 0.79296875}, {"start": 2715.42, "end": 2715.76, "word": " فرجت", "probability": 0.9811197916666666}, {"start": 2715.76, "end": 2716.14, "word": " منهم", "probability": 0.9462890625}, {"start": 2716.14, "end": 2716.42, "word": " اللي", "probability": 0.81689453125}, {"start": 2716.42, "end": 2716.58, "word": " هي", "probability": 0.9384765625}, {"start": 2716.58, "end": 2716.64, "word": " ال", "probability": 0.268798828125}, {"start": 2716.64, "end": 2717.14, "word": " sigmoid", "probability": 0.7607421875}, {"start": 2717.14, "end": 2717.72, "word": " طب", "probability": 0.756103515625}, {"start": 2717.72, "end": 2717.84, "word": " مش", "probability": 0.70703125}, {"start": 2717.84, "end": 2717.9, "word": " هي", "probability": 0.94287109375}, {"start": 2717.9, "end": 2718.02, "word": " ال", "probability": 0.78369140625}, {"start": 2718.02, "end": 2718.42, "word": " sigmoid", "probability": 0.9108072916666666}, {"start": 2718.42, "end": 2718.92, "word": " 1", "probability": 0.47314453125}, {"start": 2718.92, "end": 2719.32, "word": " على", "probability": 0.53515625}, {"start": 2719.32, "end": 2719.8, "word": " 1", "probability": 0.95947265625}, {"start": 2719.8, "end": 2720.22, "word": " plus", "probability": 0.8447265625}, {"start": 2720.22, "end": 2720.82, "word": " exponential", "probability": 0.89599609375}, {"start": 2720.82, "end": 2721.2, "word": " minus", "probability": 0.93505859375}, {"start": 2721.2, "end": 2721.58, "word": " x", "probability": 0.8154296875}, {"start": 2721.58, "end": 2722.36, "word": " y", "probability": 0.337646484375}, {"start": 2722.36, "end": 2722.74, "word": " تسوى", "probability": 0.7352294921875}, {"start": 2722.74, "end": 2722.94, "word": " بهذا", "probability": 0.951416015625}, {"start": 2722.94, "end": 2723.26, "word": " الشكل", "probability": 0.99462890625}], "temperature": 1.0}, {"id": 120, "seek": 275254, "start": 2724.5, "end": 2752.54, "text": "الـ X الـ input تبعها والـ Y ال output تبعها ببساطة جدا هاي معدلة التغير بتعملولها ال derivative لقيمتين او denominator اذا متذكرين معدلتها كويس بتعملولها بهذا الشكل وعملية تجميع عشان يطلع في الآخر ان معدل التغير او ال derivative للسيجمويد هو يساوي معدلة السيجمويد مضروبة في واحد نقص معدلة السيجمويد", "tokens": [6027, 39184, 1783, 2423, 39184, 4846, 6055, 3555, 3615, 11296, 16070, 39184, 398, 2423, 5598, 6055, 3555, 3615, 11296, 4724, 3555, 3794, 41193, 3660, 10874, 28259, 8032, 47302, 20449, 3215, 37977, 16712, 17082, 13546, 39894, 25957, 1211, 12610, 11296, 2423, 13760, 5296, 4587, 32640, 2655, 9957, 1975, 2407, 20687, 1975, 15730, 44650, 8848, 37983, 9957, 20449, 3215, 1211, 2655, 11296, 9122, 45865, 3794, 39894, 25957, 1211, 12610, 11296, 39627, 15730, 25124, 28820, 4032, 25957, 1211, 10632, 6055, 7435, 2304, 40228, 6225, 8592, 7649, 7251, 9566, 1211, 3615, 8978, 6024, 95, 34740, 16472, 20449, 3215, 1211, 16712, 17082, 13546, 1975, 2407, 2423, 13760, 24976, 3794, 1829, 7435, 2304, 2407, 25708, 31439, 7251, 3794, 995, 45865, 20449, 3215, 37977, 21136, 1829, 7435, 2304, 2407, 25708, 3714, 11242, 32887, 49401, 8978, 36764, 24401, 8717, 4587, 9381, 20449, 3215, 37977, 21136, 1829, 7435, 2304, 2407, 25708], "avg_logprob": -0.1787587410503334, "compression_ratio": 2.032258064516129, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2724.5, "end": 2724.8, "word": "الـ", "probability": 0.511474609375}, {"start": 2724.8, "end": 2724.94, "word": " X", "probability": 0.60400390625}, {"start": 2724.94, "end": 2725.06, "word": " الـ", "probability": 0.5067138671875}, {"start": 2725.06, "end": 2725.18, "word": " input", "probability": 0.35498046875}, {"start": 2725.18, "end": 2725.68, "word": " تبعها", "probability": 0.76983642578125}, {"start": 2725.68, "end": 2726.08, "word": " والـ", "probability": 0.6768798828125}, {"start": 2726.08, "end": 2726.16, "word": " Y", "probability": 0.875}, {"start": 2726.16, "end": 2726.26, "word": " ال", "probability": 0.78759765625}, {"start": 2726.26, "end": 2726.4, "word": " output", "probability": 0.85791015625}, {"start": 2726.4, "end": 2726.88, "word": " تبعها", "probability": 0.929443359375}, {"start": 2726.88, "end": 2728.0, "word": " ببساطة", "probability": 0.9548828125}, {"start": 2728.0, "end": 2728.28, "word": " جدا", "probability": 0.948974609375}, {"start": 2728.28, "end": 2728.62, "word": " هاي", "probability": 0.581787109375}, {"start": 2728.62, "end": 2729.6, "word": " معدلة", "probability": 0.7674153645833334}, {"start": 2729.6, "end": 2729.86, "word": " التغير", "probability": 0.9326171875}, {"start": 2729.86, "end": 2731.1, "word": " بتعملولها", "probability": 0.898046875}, {"start": 2731.1, "end": 2732.38, "word": " ال", "probability": 0.69921875}, {"start": 2732.38, "end": 2733.46, "word": " derivative", "probability": 0.896484375}, {"start": 2733.46, "end": 2734.88, "word": " لقيمتين", "probability": 0.90263671875}, {"start": 2734.88, "end": 2735.24, "word": " او", "probability": 0.6693115234375}, {"start": 2735.24, "end": 2735.86, "word": " denominator", "probability": 0.38623046875}, {"start": 2735.86, "end": 2737.54, "word": " اذا", "probability": 0.6507568359375}, {"start": 2737.54, "end": 2738.08, "word": " متذكرين", "probability": 0.819091796875}, {"start": 2738.08, "end": 2738.68, "word": " معدلتها", "probability": 0.95458984375}, {"start": 2738.68, "end": 2739.4, "word": " كويس", "probability": 0.8660481770833334}, {"start": 2739.4, "end": 2740.12, "word": " بتعملولها", "probability": 0.85458984375}, {"start": 2740.12, "end": 2740.34, "word": " بهذا", "probability": 0.944580078125}, {"start": 2740.34, "end": 2740.7, "word": " الشكل", "probability": 0.992919921875}, {"start": 2740.7, "end": 2741.6, "word": " وعملية", "probability": 0.9029541015625}, {"start": 2741.6, "end": 2742.12, "word": " تجميع", "probability": 0.9781494140625}, {"start": 2742.12, "end": 2742.42, "word": " عشان", "probability": 0.9695638020833334}, {"start": 2742.42, "end": 2742.72, "word": " يطلع", "probability": 0.9720458984375}, {"start": 2742.72, "end": 2742.84, "word": " في", "probability": 0.81005859375}, {"start": 2742.84, "end": 2743.26, "word": " الآخر", "probability": 0.91064453125}, {"start": 2743.26, "end": 2743.48, "word": " ان", "probability": 0.75927734375}, {"start": 2743.48, "end": 2744.14, "word": " معدل", "probability": 0.9873046875}, {"start": 2744.14, "end": 2745.46, "word": " التغير", "probability": 0.9886067708333334}, {"start": 2745.46, "end": 2745.74, "word": " او", "probability": 0.930908203125}, {"start": 2745.74, "end": 2745.86, "word": " ال", "probability": 0.97021484375}, {"start": 2745.86, "end": 2746.38, "word": " derivative", "probability": 0.9462890625}, {"start": 2746.38, "end": 2747.76, "word": " للسيجمويد", "probability": 0.7230398995535714}, {"start": 2747.76, "end": 2748.0, "word": " هو", "probability": 0.97265625}, {"start": 2748.0, "end": 2748.58, "word": " يساوي", "probability": 0.89990234375}, {"start": 2748.58, "end": 2749.54, "word": " معدلة", "probability": 0.9142252604166666}, {"start": 2749.54, "end": 2750.4, "word": " السيجمويد", "probability": 0.92626953125}, {"start": 2750.4, "end": 2750.94, "word": " مضروبة", "probability": 0.9107666015625}, {"start": 2750.94, "end": 2751.08, "word": " في", "probability": 0.96337890625}, {"start": 2751.08, "end": 2751.4, "word": " واحد", "probability": 0.82763671875}, {"start": 2751.4, "end": 2751.68, "word": " نقص", "probability": 0.8634440104166666}, {"start": 2751.68, "end": 2752.02, "word": " معدلة", "probability": 0.9641927083333334}, {"start": 2752.02, "end": 2752.54, "word": " السيجمويد", "probability": 0.9676920572916666}], "temperature": 1.0}, {"id": 121, "seek": 278109, "start": 2753.17, "end": 2781.09, "text": "فإذا ال term هذا كله هو معدل التغير يعني ال derivative ل ال sigmoid function هاي قيمتها تمام و عشان هيك قلنا أنه لأ بدي أحسب delta إيش هي delta؟ بمجرد أني أضرب ال error هنا في معدل التغير شرب ال delta delta الحقيقة هي ال term اللي هنا هي قيمة ال error جبل ال sigmoid function جبل ال sigmoid function", "tokens": [5172, 28814, 15730, 2423, 1433, 23758, 28242, 3224, 31439, 20449, 3215, 1211, 16712, 17082, 13546, 37495, 22653, 2423, 13760, 5296, 2423, 4556, 3280, 327, 2445, 8032, 47302, 12174, 32640, 2655, 11296, 46811, 10943, 4032, 6225, 8592, 7649, 39896, 4117, 12174, 1211, 8315, 14739, 3224, 5296, 10721, 4724, 16254, 5551, 5016, 35457, 8289, 11933, 1829, 8592, 39896, 8289, 22807, 4724, 2304, 7435, 2288, 3215, 14739, 1829, 5551, 11242, 25513, 2423, 6713, 34105, 8978, 20449, 3215, 1211, 16712, 17082, 13546, 13412, 25513, 2423, 8289, 8289, 21542, 38436, 28671, 39896, 2423, 1433, 13672, 1829, 34105, 39896, 12174, 32640, 3660, 2423, 6713, 10874, 36150, 2423, 4556, 3280, 327, 2445, 10874, 36150, 2423, 4556, 3280, 327, 2445], "avg_logprob": -0.1859789780810871, "compression_ratio": 1.9017094017094016, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 2753.17, "end": 2753.57, "word": "فإذا", "probability": 0.7775065104166666}, {"start": 2753.57, "end": 2753.73, "word": " ال", "probability": 0.833984375}, {"start": 2753.73, "end": 2753.97, "word": " term", "probability": 0.734375}, {"start": 2753.97, "end": 2754.23, "word": " هذا", "probability": 0.7412109375}, {"start": 2754.23, "end": 2754.85, "word": " كله", "probability": 0.988525390625}, {"start": 2754.85, "end": 2755.27, "word": " هو", "probability": 0.9775390625}, {"start": 2755.27, "end": 2755.95, "word": " معدل", "probability": 0.9469401041666666}, {"start": 2755.95, "end": 2756.59, "word": " التغير", "probability": 0.94873046875}, {"start": 2756.59, "end": 2757.11, "word": " يعني", "probability": 0.75439453125}, {"start": 2757.11, "end": 2757.23, "word": " ال", "probability": 0.80712890625}, {"start": 2757.23, "end": 2757.67, "word": " derivative", "probability": 0.92431640625}, {"start": 2757.67, "end": 2758.23, "word": " ل", "probability": 0.6875}, {"start": 2758.23, "end": 2758.87, "word": " ال", "probability": 0.389404296875}, {"start": 2758.87, "end": 2759.21, "word": " sigmoid", "probability": 0.7660319010416666}, {"start": 2759.21, "end": 2759.63, "word": " function", "probability": 0.92626953125}, {"start": 2759.63, "end": 2760.25, "word": " هاي", "probability": 0.5809326171875}, {"start": 2760.25, "end": 2761.47, "word": " قيمتها", "probability": 0.9853515625}, {"start": 2761.47, "end": 2761.91, "word": " تمام", "probability": 0.796142578125}, {"start": 2761.91, "end": 2762.37, "word": " و", "probability": 0.8466796875}, {"start": 2762.37, "end": 2762.61, "word": " عشان", "probability": 0.9375}, {"start": 2762.61, "end": 2762.87, "word": " هيك", "probability": 0.926025390625}, {"start": 2762.87, "end": 2763.55, "word": " قلنا", "probability": 0.8582356770833334}, {"start": 2763.55, "end": 2763.79, "word": " أنه", "probability": 0.5506591796875}, {"start": 2763.79, "end": 2763.95, "word": " لأ", "probability": 0.95068359375}, {"start": 2763.95, "end": 2764.17, "word": " بدي", "probability": 0.7861328125}, {"start": 2764.17, "end": 2764.61, "word": " أحسب", "probability": 0.9480794270833334}, {"start": 2764.61, "end": 2765.45, "word": " delta", "probability": 0.50634765625}, {"start": 2765.45, "end": 2766.13, "word": " إيش", "probability": 0.76171875}, {"start": 2766.13, "end": 2766.25, "word": " هي", "probability": 0.90576171875}, {"start": 2766.25, "end": 2767.47, "word": " delta؟", "probability": 0.666259765625}, {"start": 2767.47, "end": 2767.85, "word": " بمجرد", "probability": 0.952734375}, {"start": 2767.85, "end": 2768.03, "word": " أني", "probability": 0.767333984375}, {"start": 2768.03, "end": 2768.29, "word": " أضرب", "probability": 0.9615885416666666}, {"start": 2768.29, "end": 2768.43, "word": " ال", "probability": 0.68798828125}, {"start": 2768.43, "end": 2768.69, "word": " error", "probability": 0.9365234375}, {"start": 2768.69, "end": 2768.95, "word": " هنا", "probability": 0.98779296875}, {"start": 2768.95, "end": 2769.13, "word": " في", "probability": 0.95361328125}, {"start": 2769.13, "end": 2769.53, "word": " معدل", "probability": 0.98779296875}, {"start": 2769.53, "end": 2769.95, "word": " التغير", "probability": 0.9899088541666666}, {"start": 2769.95, "end": 2770.15, "word": " شرب", "probability": 0.4794921875}, {"start": 2770.15, "end": 2770.25, "word": " ال", "probability": 0.96337890625}, {"start": 2770.25, "end": 2770.55, "word": " delta", "probability": 0.9384765625}, {"start": 2770.55, "end": 2771.15, "word": " delta", "probability": 0.2169189453125}, {"start": 2771.15, "end": 2772.09, "word": " الحقيقة", "probability": 0.98828125}, {"start": 2772.09, "end": 2772.49, "word": " هي", "probability": 0.95849609375}, {"start": 2772.49, "end": 2772.99, "word": " ال", "probability": 0.9619140625}, {"start": 2772.99, "end": 2773.31, "word": " term", "probability": 0.94384765625}, {"start": 2773.31, "end": 2773.49, "word": " اللي", "probability": 0.97802734375}, {"start": 2773.49, "end": 2773.75, "word": " هنا", "probability": 0.99462890625}, {"start": 2773.75, "end": 2776.53, "word": " هي", "probability": 0.8955078125}, {"start": 2776.53, "end": 2776.87, "word": " قيمة", "probability": 0.9969075520833334}, {"start": 2776.87, "end": 2776.99, "word": " ال", "probability": 0.96826171875}, {"start": 2776.99, "end": 2777.25, "word": " error", "probability": 0.94287109375}, {"start": 2777.25, "end": 2777.85, "word": " جبل", "probability": 0.7451171875}, {"start": 2777.85, "end": 2778.69, "word": " ال", "probability": 0.81298828125}, {"start": 2778.69, "end": 2779.01, "word": " sigmoid", "probability": 0.9435221354166666}, {"start": 2779.01, "end": 2779.37, "word": " function", "probability": 0.98388671875}, {"start": 2779.37, "end": 2779.81, "word": " جبل", "probability": 0.919189453125}, {"start": 2779.81, "end": 2780.05, "word": " ال", "probability": 0.8330078125}, {"start": 2780.05, "end": 2780.47, "word": " sigmoid", "probability": 0.9474283854166666}, {"start": 2780.47, "end": 2781.09, "word": " function", "probability": 0.970703125}], "temperature": 1.0}, {"id": 122, "seek": 281062, "start": 2781.98, "end": 2810.62, "text": "كويس و ال error ال E هذه مافيش مشكلة احنا كنا حاسبينها سابقا هي ال desired ناقص ال actual ماكنش عندي كتير إشكال فيها كويس فبتهيأري أخدنا بالنا من قيمة ال delta هذه ليش عملناها لأنه صار في عندي activation function مؤثرة هي بتغير قيمة ال input تبعها بتغير قيمة ال input فعشان هيكي جدش غيرت قيمة ال input بهمني أشوف جدش معدلت تغير و اللي هو derivative اللي هو ببساطة derivative تمام", "tokens": [4117, 45865, 3794, 4032, 2423, 6713, 2423, 462, 29538, 19446, 41185, 8592, 37893, 28820, 3660, 1975, 5016, 8315, 9122, 8315, 11331, 32277, 3555, 9957, 11296, 8608, 16758, 4587, 995, 39896, 2423, 14721, 8717, 995, 4587, 9381, 2423, 3539, 19446, 19452, 8592, 18871, 16254, 9122, 2655, 13546, 11933, 8592, 4117, 6027, 8978, 11296, 9122, 45865, 3794, 6156, 3555, 2655, 3224, 1829, 10721, 16572, 5551, 9778, 3215, 8315, 20666, 8315, 9154, 12174, 32640, 3660, 2423, 8289, 29538, 32239, 8592, 6225, 42213, 8315, 11296, 5296, 33456, 3224, 20328, 9640, 8978, 18871, 16254, 24433, 2445, 3714, 33604, 12984, 25720, 39896, 39894, 17082, 13546, 12174, 32640, 3660, 2423, 4846, 6055, 3555, 3615, 11296, 39894, 17082, 13546, 12174, 32640, 3660, 2423, 4846, 6156, 3615, 8592, 7649, 39896, 4117, 1829, 10874, 3215, 8592, 32771, 13546, 2655, 12174, 32640, 3660, 2423, 4846, 4724, 16095, 22653, 5551, 8592, 38688, 10874, 3215, 8592, 20449, 3215, 1211, 2655, 6055, 17082, 13546, 4032, 13672, 1829, 31439, 13760, 13672, 1829, 31439, 4724, 3555, 3794, 41193, 3660, 13760, 46811, 10943], "avg_logprob": -0.16167664438664556, "compression_ratio": 1.9645161290322581, "no_speech_prob": 1.7285346984863281e-06, "words": [{"start": 2781.98, "end": 2782.42, "word": "كويس", "probability": 0.7548014322916666}, {"start": 2782.42, "end": 2782.86, "word": " و", "probability": 0.366455078125}, {"start": 2782.86, "end": 2783.12, "word": " ال", "probability": 0.86865234375}, {"start": 2783.12, "end": 2783.42, "word": " error", "probability": 0.76611328125}, {"start": 2783.42, "end": 2784.0, "word": " ال", "probability": 0.7275390625}, {"start": 2784.0, "end": 2784.26, "word": " E", "probability": 0.69189453125}, {"start": 2784.26, "end": 2784.84, "word": " هذه", "probability": 0.5107421875}, {"start": 2784.84, "end": 2785.64, "word": " مافيش", "probability": 0.62353515625}, {"start": 2785.64, "end": 2786.04, "word": " مشكلة", "probability": 0.9879557291666666}, {"start": 2786.04, "end": 2786.42, "word": " احنا", "probability": 0.8938802083333334}, {"start": 2786.42, "end": 2786.6, "word": " كنا", "probability": 0.958740234375}, {"start": 2786.6, "end": 2786.98, "word": " حاسبينها", "probability": 0.925}, {"start": 2786.98, "end": 2787.28, "word": " سابقا", "probability": 0.950439453125}, {"start": 2787.28, "end": 2787.4, "word": " هي", "probability": 0.5439453125}, {"start": 2787.4, "end": 2787.52, "word": " ال", "probability": 0.62451171875}, {"start": 2787.52, "end": 2787.88, "word": " desired", "probability": 0.7255859375}, {"start": 2787.88, "end": 2788.4, "word": " ناقص", "probability": 0.9608154296875}, {"start": 2788.4, "end": 2788.7, "word": " ال", "probability": 0.97509765625}, {"start": 2788.7, "end": 2789.04, "word": " actual", "probability": 0.86572265625}, {"start": 2789.04, "end": 2789.94, "word": " ماكنش", "probability": 0.76123046875}, {"start": 2789.94, "end": 2790.14, "word": " عندي", "probability": 0.655517578125}, {"start": 2790.14, "end": 2790.5, "word": " كتير", "probability": 0.80615234375}, {"start": 2790.5, "end": 2790.8, "word": " إشكال", "probability": 0.78436279296875}, {"start": 2790.8, "end": 2791.12, "word": " فيها", "probability": 0.989013671875}, {"start": 2791.12, "end": 2791.94, "word": " كويس", "probability": 0.8216145833333334}, {"start": 2791.94, "end": 2792.78, "word": " فبتهيأري", "probability": 0.7802734375}, {"start": 2792.78, "end": 2793.12, "word": " أخدنا", "probability": 0.959716796875}, {"start": 2793.12, "end": 2793.38, "word": " بالنا", "probability": 0.7242431640625}, {"start": 2793.38, "end": 2793.6, "word": " من", "probability": 0.974609375}, {"start": 2793.6, "end": 2794.14, "word": " قيمة", "probability": 0.99609375}, {"start": 2794.14, "end": 2794.26, "word": " ال", "probability": 0.951171875}, {"start": 2794.26, "end": 2794.54, "word": " delta", "probability": 0.59033203125}, {"start": 2794.54, "end": 2794.84, "word": " هذه", "probability": 0.5556640625}, {"start": 2794.84, "end": 2795.16, "word": " ليش", "probability": 0.94384765625}, {"start": 2795.16, "end": 2795.8, "word": " عملناها", "probability": 0.983154296875}, {"start": 2795.8, "end": 2796.38, "word": " لأنه", "probability": 0.7882486979166666}, {"start": 2796.38, "end": 2796.5, "word": " صار", "probability": 0.970947265625}, {"start": 2796.5, "end": 2796.62, "word": " في", "probability": 0.9521484375}, {"start": 2796.62, "end": 2796.82, "word": " عندي", "probability": 0.939208984375}, {"start": 2796.82, "end": 2797.16, "word": " activation", "probability": 0.96826171875}, {"start": 2797.16, "end": 2797.7, "word": " function", "probability": 0.96826171875}, {"start": 2797.7, "end": 2798.6, "word": " مؤثرة", "probability": 0.8822021484375}, {"start": 2798.6, "end": 2798.74, "word": " هي", "probability": 0.8427734375}, {"start": 2798.74, "end": 2799.14, "word": " بتغير", "probability": 0.9734700520833334}, {"start": 2799.14, "end": 2799.46, "word": " قيمة", "probability": 0.9982096354166666}, {"start": 2799.46, "end": 2799.54, "word": " ال", "probability": 0.96923828125}, {"start": 2799.54, "end": 2799.7, "word": " input", "probability": 0.94189453125}, {"start": 2799.7, "end": 2800.18, "word": " تبعها", "probability": 0.7808837890625}, {"start": 2800.18, "end": 2800.74, "word": " بتغير", "probability": 0.9033203125}, {"start": 2800.74, "end": 2800.96, "word": " قيمة", "probability": 0.9949544270833334}, {"start": 2800.96, "end": 2801.06, "word": " ال", "probability": 0.95263671875}, {"start": 2801.06, "end": 2801.22, "word": " input", "probability": 0.99072265625}, {"start": 2801.22, "end": 2801.72, "word": " فعشان", "probability": 0.964599609375}, {"start": 2801.72, "end": 2801.98, "word": " هيكي", "probability": 0.8644205729166666}, {"start": 2801.98, "end": 2802.54, "word": " جدش", "probability": 0.7022298177083334}, {"start": 2802.54, "end": 2803.04, "word": " غيرت", "probability": 0.9697265625}, {"start": 2803.04, "end": 2803.26, "word": " قيمة", "probability": 0.9967447916666666}, {"start": 2803.26, "end": 2803.36, "word": " ال", "probability": 0.96826171875}, {"start": 2803.36, "end": 2803.58, "word": " input", "probability": 0.9912109375}, {"start": 2803.58, "end": 2804.04, "word": " بهمني", "probability": 0.8058268229166666}, {"start": 2804.04, "end": 2804.3, "word": " أشوف", "probability": 0.9244791666666666}, {"start": 2804.3, "end": 2804.56, "word": " جدش", "probability": 0.9471028645833334}, {"start": 2804.56, "end": 2805.26, "word": " معدلت", "probability": 0.8636474609375}, {"start": 2805.26, "end": 2805.82, "word": " تغير", "probability": 0.9716796875}, {"start": 2805.82, "end": 2806.24, "word": " و", "probability": 0.6083984375}, {"start": 2806.24, "end": 2806.3, "word": " اللي", "probability": 0.9248046875}, {"start": 2806.3, "end": 2806.44, "word": " هو", "probability": 0.99462890625}, {"start": 2806.44, "end": 2806.78, "word": " derivative", "probability": 0.85791015625}, {"start": 2806.78, "end": 2807.36, "word": " اللي", "probability": 0.749267578125}, {"start": 2807.36, "end": 2807.62, "word": " هو", "probability": 0.99560546875}, {"start": 2807.62, "end": 2808.62, "word": " ببساطة", "probability": 0.99306640625}, {"start": 2808.62, "end": 2809.94, "word": " derivative", "probability": 0.841796875}, {"start": 2809.94, "end": 2810.62, "word": " تمام", "probability": 0.9716796875}], "temperature": 1.0}, {"id": 123, "seek": 283930, "start": 2812.12, "end": 2839.3, "text": "Okay خلاص في الحالة هذه أصبح برجع لنفس المعادلة بتاعة ال perceptron نعم تمام بس بستعيد عن ال error بمفهومها الشمولي لأ بال delta بال delta فهي صارت delta yj مش هي yj ال input تبع ال output layer ال yj في المعادلة ما قبل الأخيرة هذه ال output تبعت", "tokens": [8297, 16490, 1211, 33546, 8978, 21542, 6027, 3660, 29538, 5551, 9381, 49628, 4724, 47341, 3615, 5296, 1863, 36178, 9673, 3615, 18513, 37977, 39894, 995, 27884, 2423, 43276, 2044, 8717, 25957, 46811, 10943, 4724, 3794, 4724, 14851, 3615, 25708, 18871, 2423, 6713, 4724, 2304, 5172, 3224, 20498, 11296, 25124, 2304, 12610, 1829, 5296, 10721, 20666, 8289, 20666, 8289, 6156, 3224, 1829, 20328, 9640, 2655, 8289, 288, 73, 37893, 39896, 288, 73, 2423, 4846, 6055, 3555, 3615, 2423, 5598, 4583, 2423, 288, 73, 8978, 9673, 3615, 18513, 37977, 19446, 12174, 36150, 16247, 9778, 48923, 29538, 2423, 5598, 6055, 3555, 34268], "avg_logprob": -0.20486110930490975, "compression_ratio": 1.7008928571428572, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 2812.12, "end": 2812.54, "word": "Okay", "probability": 0.55712890625}, {"start": 2812.54, "end": 2813.1, "word": " خلاص", "probability": 0.9041341145833334}, {"start": 2813.1, "end": 2813.36, "word": " في", "probability": 0.8173828125}, {"start": 2813.36, "end": 2813.7, "word": " الحالة", "probability": 0.9552408854166666}, {"start": 2813.7, "end": 2813.92, "word": " هذه", "probability": 0.77880859375}, {"start": 2813.92, "end": 2814.32, "word": " أصبح", "probability": 0.9488932291666666}, {"start": 2814.32, "end": 2815.34, "word": " برجع", "probability": 0.9449869791666666}, {"start": 2815.34, "end": 2815.74, "word": " لنفس", "probability": 0.90576171875}, {"start": 2815.74, "end": 2816.22, "word": " المعادلة", "probability": 0.9521484375}, {"start": 2816.22, "end": 2816.42, "word": " بتاعة", "probability": 0.7247721354166666}, {"start": 2816.42, "end": 2816.56, "word": " ال", "probability": 0.962890625}, {"start": 2816.56, "end": 2817.16, "word": " perceptron", "probability": 0.58392333984375}, {"start": 2817.16, "end": 2818.0, "word": " نعم", "probability": 0.29876708984375}, {"start": 2818.0, "end": 2818.36, "word": " تمام", "probability": 0.845458984375}, {"start": 2818.36, "end": 2818.8, "word": " بس", "probability": 0.76220703125}, {"start": 2818.8, "end": 2819.42, "word": " بستعيد", "probability": 0.850830078125}, {"start": 2819.42, "end": 2819.9, "word": " عن", "probability": 0.9814453125}, {"start": 2819.9, "end": 2820.06, "word": " ال", "probability": 0.91796875}, {"start": 2820.06, "end": 2820.42, "word": " error", "probability": 0.8740234375}, {"start": 2820.42, "end": 2821.86, "word": " بمفهومها", "probability": 0.981689453125}, {"start": 2821.86, "end": 2822.82, "word": " الشمولي", "probability": 0.9293212890625}, {"start": 2822.82, "end": 2823.2, "word": " لأ", "probability": 0.9794921875}, {"start": 2823.2, "end": 2823.46, "word": " بال", "probability": 0.90966796875}, {"start": 2823.46, "end": 2823.92, "word": " delta", "probability": 0.374755859375}, {"start": 2823.92, "end": 2825.42, "word": " بال", "probability": 0.58154296875}, {"start": 2825.42, "end": 2826.04, "word": " delta", "probability": 0.83544921875}, {"start": 2826.04, "end": 2827.06, "word": " فهي", "probability": 0.9786783854166666}, {"start": 2827.06, "end": 2827.32, "word": " صارت", "probability": 0.9026692708333334}, {"start": 2827.32, "end": 2827.74, "word": " delta", "probability": 0.62548828125}, {"start": 2827.74, "end": 2829.4, "word": " yj", "probability": 0.622314453125}, {"start": 2829.4, "end": 2829.8, "word": " مش", "probability": 0.2020263671875}, {"start": 2829.8, "end": 2829.92, "word": " هي", "probability": 0.61669921875}, {"start": 2829.92, "end": 2830.32, "word": " yj", "probability": 0.828369140625}, {"start": 2830.32, "end": 2830.92, "word": " ال", "probability": 0.8486328125}, {"start": 2830.92, "end": 2831.32, "word": " input", "probability": 0.97021484375}, {"start": 2831.32, "end": 2831.6, "word": " تبع", "probability": 0.9365234375}, {"start": 2831.6, "end": 2831.72, "word": " ال", "probability": 0.94873046875}, {"start": 2831.72, "end": 2831.98, "word": " output", "probability": 0.96923828125}, {"start": 2831.98, "end": 2832.34, "word": " layer", "probability": 0.35302734375}, {"start": 2832.34, "end": 2833.26, "word": " ال", "probability": 0.93115234375}, {"start": 2833.26, "end": 2833.88, "word": " yj", "probability": 0.9462890625}, {"start": 2833.88, "end": 2834.78, "word": " في", "probability": 0.9765625}, {"start": 2834.78, "end": 2835.28, "word": " المعادلة", "probability": 0.9935302734375}, {"start": 2835.28, "end": 2835.4, "word": " ما", "probability": 0.51806640625}, {"start": 2835.4, "end": 2835.62, "word": " قبل", "probability": 0.9716796875}, {"start": 2835.62, "end": 2836.06, "word": " الأخيرة", "probability": 0.95849609375}, {"start": 2836.06, "end": 2837.1, "word": " هذه", "probability": 0.611328125}, {"start": 2837.1, "end": 2837.66, "word": " ال", "probability": 0.9541015625}, {"start": 2837.66, "end": 2838.18, "word": " output", "probability": 0.9873046875}, {"start": 2838.18, "end": 2839.3, "word": " تبعت", "probability": 0.9541015625}], "temperature": 1.0}, {"id": 124, "seek": 285311, "start": 2841.23, "end": 2853.11, "text": "الـ hidden وهي تمثل ال input لل output عشان هي كده هي تمثل ال X لل weights اللي التانية تمثل ال X لل weight التانية فعشان هي كده هنضرب", "tokens": [6027, 39184, 7633, 37037, 1829, 46811, 12984, 1211, 2423, 4846, 24976, 5598, 6225, 8592, 7649, 39896, 9122, 3215, 3224, 39896, 46811, 12984, 1211, 2423, 1783, 24976, 17443, 13672, 1829, 16712, 7649, 10632, 46811, 12984, 1211, 2423, 1783, 24976, 3364, 16712, 7649, 10632, 6156, 3615, 8592, 7649, 39896, 9122, 3215, 3224, 8032, 1863, 11242, 25513], "avg_logprob": -0.2257102294401689, "compression_ratio": 1.7333333333333334, "no_speech_prob": 1.9073486328125e-06, "words": [{"start": 2841.23, "end": 2841.53, "word": "الـ", "probability": 0.64697265625}, {"start": 2841.53, "end": 2841.81, "word": " hidden", "probability": 0.353271484375}, {"start": 2841.81, "end": 2842.55, "word": " وهي", "probability": 0.74560546875}, {"start": 2842.55, "end": 2843.01, "word": " تمثل", "probability": 0.9293619791666666}, {"start": 2843.01, "end": 2843.13, "word": " ال", "probability": 0.78271484375}, {"start": 2843.13, "end": 2843.43, "word": " input", "probability": 0.9453125}, {"start": 2843.43, "end": 2843.63, "word": " لل", "probability": 0.8828125}, {"start": 2843.63, "end": 2844.15, "word": " output", "probability": 0.97998046875}, {"start": 2844.15, "end": 2844.79, "word": " عشان", "probability": 0.78759765625}, {"start": 2844.79, "end": 2844.95, "word": " هي", "probability": 0.95166015625}, {"start": 2844.95, "end": 2845.17, "word": " كده", "probability": 0.7586263020833334}, {"start": 2845.17, "end": 2845.51, "word": " هي", "probability": 0.491943359375}, {"start": 2845.51, "end": 2846.01, "word": " تمثل", "probability": 0.97021484375}, {"start": 2846.01, "end": 2846.17, "word": " ال", "probability": 0.8798828125}, {"start": 2846.17, "end": 2846.55, "word": " X", "probability": 0.658203125}, {"start": 2846.55, "end": 2847.09, "word": " لل", "probability": 0.56884765625}, {"start": 2847.09, "end": 2847.41, "word": " weights", "probability": 0.73583984375}, {"start": 2847.41, "end": 2847.71, "word": " اللي", "probability": 0.672607421875}, {"start": 2847.71, "end": 2848.95, "word": " التانية", "probability": 0.8175455729166666}, {"start": 2848.95, "end": 2850.13, "word": " تمثل", "probability": 0.8763020833333334}, {"start": 2850.13, "end": 2850.23, "word": " ال", "probability": 0.90283203125}, {"start": 2850.23, "end": 2850.41, "word": " X", "probability": 0.9697265625}, {"start": 2850.41, "end": 2850.59, "word": " لل", "probability": 0.71240234375}, {"start": 2850.59, "end": 2850.73, "word": " weight", "probability": 0.5908203125}, {"start": 2850.73, "end": 2851.21, "word": " التانية", "probability": 0.9833984375}, {"start": 2851.21, "end": 2852.37, "word": " فعشان", "probability": 0.945068359375}, {"start": 2852.37, "end": 2852.45, "word": " هي", "probability": 0.923828125}, {"start": 2852.45, "end": 2852.51, "word": " كده", "probability": 0.8538411458333334}, {"start": 2852.51, "end": 2853.11, "word": " هنضرب", "probability": 0.8287353515625}], "temperature": 1.0}, {"id": 125, "seek": 287816, "start": 2853.92, "end": 2878.16, "text": "في ال YJ فهنقول Y1 و Y2 و Y3 و Y4 كل واحدة بدللتها و هتلاقوا هنا Delta K و هنا إذا ضربتها في YJ معناته أنا بعدل في ال W I J و K J و K إذا Y1 Delta 2 معناته أنا بعدل ال W 1 2 هاي واحد", "tokens": [41185, 2423, 398, 41, 6156, 3224, 1863, 39648, 398, 16, 4032, 398, 17, 4032, 398, 18, 4032, 398, 19, 28242, 36764, 24401, 3660, 47525, 1211, 1211, 2655, 11296, 4032, 8032, 2655, 15040, 4587, 14407, 34105, 18183, 591, 4032, 34105, 11933, 15730, 48812, 25513, 2655, 11296, 8978, 398, 41, 20449, 8315, 47395, 41850, 45030, 3215, 1211, 8978, 2423, 343, 286, 508, 4032, 591, 508, 4032, 591, 11933, 15730, 398, 16, 18183, 568, 20449, 8315, 47395, 41850, 45030, 3215, 1211, 2423, 343, 502, 568, 8032, 47302, 36764, 24401], "avg_logprob": -0.22611350677479272, "compression_ratio": 1.690909090909091, "no_speech_prob": 1.430511474609375e-06, "words": [{"start": 2853.92, "end": 2854.26, "word": "في", "probability": 0.66748046875}, {"start": 2854.26, "end": 2854.72, "word": " ال", "probability": 0.89599609375}, {"start": 2854.72, "end": 2855.8, "word": " YJ", "probability": 0.333984375}, {"start": 2855.8, "end": 2856.46, "word": " فهنقول", "probability": 0.7435302734375}, {"start": 2856.46, "end": 2856.96, "word": " Y1", "probability": 0.789306640625}, {"start": 2856.96, "end": 2857.12, "word": " و", "probability": 0.42626953125}, {"start": 2857.12, "end": 2857.36, "word": " Y2", "probability": 0.737060546875}, {"start": 2857.36, "end": 2857.48, "word": " و", "probability": 0.9814453125}, {"start": 2857.48, "end": 2857.78, "word": " Y3", "probability": 0.908203125}, {"start": 2857.78, "end": 2857.88, "word": " و", "probability": 0.98974609375}, {"start": 2857.88, "end": 2858.24, "word": " Y4", "probability": 0.9375}, {"start": 2858.24, "end": 2858.86, "word": " كل", "probability": 0.53076171875}, {"start": 2858.86, "end": 2859.26, "word": " واحدة", "probability": 0.9777018229166666}, {"start": 2859.26, "end": 2860.24, "word": " بدللتها", "probability": 0.90537109375}, {"start": 2860.24, "end": 2860.5, "word": " و", "probability": 0.734375}, {"start": 2860.5, "end": 2860.86, "word": " هتلاقوا", "probability": 0.83056640625}, {"start": 2860.86, "end": 2861.06, "word": " هنا", "probability": 0.94140625}, {"start": 2861.06, "end": 2861.46, "word": " Delta", "probability": 0.44287109375}, {"start": 2861.46, "end": 2861.8, "word": " K", "probability": 0.87353515625}, {"start": 2861.8, "end": 2862.26, "word": " و", "probability": 0.82861328125}, {"start": 2862.26, "end": 2862.48, "word": " هنا", "probability": 0.9482421875}, {"start": 2862.48, "end": 2863.02, "word": " إذا", "probability": 0.804443359375}, {"start": 2863.02, "end": 2863.46, "word": " ضربتها", "probability": 0.8829345703125}, {"start": 2863.46, "end": 2863.62, "word": " في", "probability": 0.9794921875}, {"start": 2863.62, "end": 2864.66, "word": " YJ", "probability": 0.791015625}, {"start": 2864.66, "end": 2865.42, "word": " معناته", "probability": 0.92138671875}, {"start": 2865.42, "end": 2865.6, "word": " أنا", "probability": 0.5673828125}, {"start": 2865.6, "end": 2866.4, "word": " بعدل", "probability": 0.82177734375}, {"start": 2866.4, "end": 2866.84, "word": " في", "probability": 0.97998046875}, {"start": 2866.84, "end": 2867.02, "word": " ال", "probability": 0.79248046875}, {"start": 2867.02, "end": 2867.44, "word": " W", "probability": 0.70361328125}, {"start": 2867.44, "end": 2868.26, "word": " I", "probability": 0.61474609375}, {"start": 2868.26, "end": 2868.76, "word": " J", "probability": 0.457763671875}, {"start": 2868.76, "end": 2869.02, "word": " و", "probability": 0.9296875}, {"start": 2869.02, "end": 2869.24, "word": " K", "probability": 0.93115234375}, {"start": 2869.24, "end": 2870.08, "word": " J", "probability": 0.398681640625}, {"start": 2870.08, "end": 2870.46, "word": " و", "probability": 0.98291015625}, {"start": 2870.46, "end": 2870.68, "word": " K", "probability": 0.95068359375}, {"start": 2870.68, "end": 2871.28, "word": " إذا", "probability": 0.945068359375}, {"start": 2871.28, "end": 2872.0, "word": " Y1", "probability": 0.906005859375}, {"start": 2872.0, "end": 2873.14, "word": " Delta", "probability": 0.8076171875}, {"start": 2873.14, "end": 2873.88, "word": " 2", "probability": 0.9541015625}, {"start": 2873.88, "end": 2874.4, "word": " معناته", "probability": 0.9176432291666666}, {"start": 2874.4, "end": 2874.52, "word": " أنا", "probability": 0.72900390625}, {"start": 2874.52, "end": 2874.96, "word": " بعدل", "probability": 0.91748046875}, {"start": 2874.96, "end": 2875.12, "word": " ال", "probability": 0.908203125}, {"start": 2875.12, "end": 2875.52, "word": " W", "probability": 0.97900390625}, {"start": 2875.52, "end": 2876.12, "word": " 1", "probability": 0.62353515625}, {"start": 2876.12, "end": 2876.48, "word": " 2", "probability": 0.90234375}, {"start": 2876.48, "end": 2877.66, "word": " هاي", "probability": 0.761962890625}, {"start": 2877.66, "end": 2878.16, "word": " واحد", "probability": 0.758056640625}], "temperature": 1.0}, {"id": 126, "seek": 289207, "start": 2880.43, "end": 2892.07, "text": "معناته انا بشطل على واحد هنا و اتنين هنا فانا بغير وين في W واحد اتنين بنعدل في W واحد اتنين باينة مافيش فيها كتير إشكالية ان شاء الله تمام", "tokens": [2304, 3615, 8315, 47395, 1975, 8315, 4724, 8592, 9566, 1211, 15844, 36764, 24401, 34105, 4032, 1975, 2655, 1863, 9957, 34105, 6156, 7649, 995, 4724, 17082, 13546, 4032, 9957, 8978, 343, 36764, 24401, 1975, 2655, 1863, 9957, 44945, 22488, 1211, 8978, 343, 36764, 24401, 1975, 2655, 1863, 9957, 4724, 995, 9957, 3660, 19446, 41185, 8592, 8978, 11296, 9122, 2655, 13546, 11933, 8592, 4117, 6027, 10632, 16472, 13412, 16606, 21984, 46811, 10943], "avg_logprob": -0.21324824279462787, "compression_ratio": 1.8161764705882353, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 2880.43, "end": 2880.83, "word": "معناته", "probability": 0.80517578125}, {"start": 2880.83, "end": 2880.97, "word": " انا", "probability": 0.648681640625}, {"start": 2880.97, "end": 2881.31, "word": " بشطل", "probability": 0.703857421875}, {"start": 2881.31, "end": 2881.45, "word": " على", "probability": 0.802734375}, {"start": 2881.45, "end": 2881.81, "word": " واحد", "probability": 0.734375}, {"start": 2881.81, "end": 2882.05, "word": " هنا", "probability": 0.978515625}, {"start": 2882.05, "end": 2882.45, "word": " و", "probability": 0.8134765625}, {"start": 2882.45, "end": 2882.85, "word": " اتنين", "probability": 0.8870849609375}, {"start": 2882.85, "end": 2883.13, "word": " هنا", "probability": 0.9931640625}, {"start": 2883.13, "end": 2883.83, "word": " فانا", "probability": 0.9324544270833334}, {"start": 2883.83, "end": 2884.19, "word": " بغير", "probability": 0.9798177083333334}, {"start": 2884.19, "end": 2884.51, "word": " وين", "probability": 0.6566162109375}, {"start": 2884.51, "end": 2884.87, "word": " في", "probability": 0.9150390625}, {"start": 2884.87, "end": 2885.29, "word": " W", "probability": 0.370361328125}, {"start": 2885.29, "end": 2885.87, "word": " واحد", "probability": 0.6798095703125}, {"start": 2885.87, "end": 2886.41, "word": " اتنين", "probability": 0.9853515625}, {"start": 2886.41, "end": 2888.01, "word": " بنعدل", "probability": 0.5640462239583334}, {"start": 2888.01, "end": 2888.11, "word": " في", "probability": 0.87109375}, {"start": 2888.11, "end": 2888.29, "word": " W", "probability": 0.88037109375}, {"start": 2888.29, "end": 2888.45, "word": " واحد", "probability": 0.963623046875}, {"start": 2888.45, "end": 2888.65, "word": " اتنين", "probability": 0.9840087890625}, {"start": 2888.65, "end": 2889.55, "word": " باينة", "probability": 0.9119873046875}, {"start": 2889.55, "end": 2889.85, "word": " مافيش", "probability": 0.8185221354166666}, {"start": 2889.85, "end": 2890.05, "word": " فيها", "probability": 0.986328125}, {"start": 2890.05, "end": 2890.25, "word": " كتير", "probability": 0.8175455729166666}, {"start": 2890.25, "end": 2890.73, "word": " إشكالية", "probability": 0.85966796875}, {"start": 2890.73, "end": 2890.85, "word": " ان", "probability": 0.7412109375}, {"start": 2890.85, "end": 2890.99, "word": " شاء", "probability": 0.97607421875}, {"start": 2890.99, "end": 2891.11, "word": " الله", "probability": 0.95263671875}, {"start": 2891.11, "end": 2892.07, "word": " تمام", "probability": 0.91748046875}], "temperature": 1.0}, {"id": 127, "seek": 291108, "start": 2892.86, "end": 2911.08, "text": "فمافيش كتير إشكالية، جديش بنعدّل هنا و بنعدّل هنا، فهو الوزن اللي بينهم أو ال connection between them بعد ذلك، هذه Delta، Delta بنضيفها على القيمة القديمة لـWJK ضفناها للقيمة القديمة، تمام، خلصنا", "tokens": [5172, 15042, 41185, 8592, 9122, 2655, 13546, 11933, 8592, 4117, 6027, 10632, 12399, 10874, 16254, 8592, 44945, 22488, 11703, 1211, 34105, 4032, 44945, 22488, 11703, 1211, 34105, 12399, 6156, 3224, 2407, 2423, 2407, 11622, 1863, 13672, 1829, 49374, 16095, 34051, 2423, 4984, 1296, 552, 39182, 29910, 23275, 12399, 29538, 18183, 12399, 18183, 44945, 11242, 33911, 11296, 15844, 25062, 32640, 3660, 25062, 16254, 46007, 5296, 39184, 54, 41, 42, 48812, 5172, 8315, 11296, 24976, 4587, 32640, 3660, 25062, 16254, 46007, 12399, 46811, 10943, 12399, 16490, 1211, 9381, 8315], "avg_logprob": -0.2155539830299941, "compression_ratio": 1.6363636363636365, "no_speech_prob": 1.6927719116210938e-05, "words": [{"start": 2892.86, "end": 2893.38, "word": "فمافيش", "probability": 0.8287353515625}, {"start": 2893.38, "end": 2893.62, "word": " كتير", "probability": 0.9117838541666666}, {"start": 2893.62, "end": 2894.26, "word": " إشكالية،", "probability": 0.75787353515625}, {"start": 2894.26, "end": 2894.5, "word": " جديش", "probability": 0.7081705729166666}, {"start": 2894.5, "end": 2894.9, "word": " بنعدّل", "probability": 0.794677734375}, {"start": 2894.9, "end": 2895.02, "word": " هنا", "probability": 0.98583984375}, {"start": 2895.02, "end": 2895.08, "word": " و", "probability": 0.477783203125}, {"start": 2895.08, "end": 2895.4, "word": " بنعدّل", "probability": 0.87042236328125}, {"start": 2895.4, "end": 2895.84, "word": " هنا،", "probability": 0.76806640625}, {"start": 2895.84, "end": 2896.24, "word": " فهو", "probability": 0.9759114583333334}, {"start": 2896.24, "end": 2896.98, "word": " الوزن", "probability": 0.994140625}, {"start": 2896.98, "end": 2897.24, "word": " اللي", "probability": 0.958251953125}, {"start": 2897.24, "end": 2897.74, "word": " بينهم", "probability": 0.990234375}, {"start": 2897.74, "end": 2898.52, "word": " أو", "probability": 0.74365234375}, {"start": 2898.52, "end": 2898.98, "word": " ال", "probability": 0.96728515625}, {"start": 2898.98, "end": 2899.28, "word": " connection", "probability": 0.73388671875}, {"start": 2899.28, "end": 2899.66, "word": " between", "probability": 0.943359375}, {"start": 2899.66, "end": 2899.98, "word": " them", "probability": 0.939453125}, {"start": 2899.98, "end": 2900.96, "word": " بعد", "probability": 0.82421875}, {"start": 2900.96, "end": 2901.46, "word": " ذلك،", "probability": 0.9215494791666666}, {"start": 2901.46, "end": 2901.62, "word": " هذه", "probability": 0.485595703125}, {"start": 2901.62, "end": 2902.24, "word": " Delta،", "probability": 0.40435791015625}, {"start": 2902.24, "end": 2902.6, "word": " Delta", "probability": 0.541015625}, {"start": 2902.6, "end": 2903.18, "word": " بنضيفها", "probability": 0.975830078125}, {"start": 2903.18, "end": 2903.88, "word": " على", "probability": 0.8896484375}, {"start": 2903.88, "end": 2904.48, "word": " القيمة", "probability": 0.9658203125}, {"start": 2904.48, "end": 2905.06, "word": " القديمة", "probability": 0.97216796875}, {"start": 2905.06, "end": 2907.3, "word": " لـWJK", "probability": 0.7224609375}, {"start": 2907.3, "end": 2908.36, "word": " ضفناها", "probability": 0.821533203125}, {"start": 2908.36, "end": 2909.66, "word": " للقيمة", "probability": 0.8272705078125}, {"start": 2909.66, "end": 2910.1, "word": " القديمة،", "probability": 0.9017333984375}, {"start": 2910.1, "end": 2910.66, "word": " تمام،", "probability": 0.661865234375}, {"start": 2910.66, "end": 2911.08, "word": " خلصنا", "probability": 0.957275390625}], "temperature": 1.0}, {"id": 128, "seek": 293796, "start": 2912.0, "end": 2937.96, "text": "الأن المرحلة اللي بتوضح قيمة إيش يعني كلمة ال propagation اللي حكيناها قيمة ال propagation اللي احنا تحدثنا عنها اللي هي بدنا نعمل propagation لل error بشكل عكسي بهذا الشكل هيك يروح بهذا الاتجاه زي أما ال input إيش بهذا الاتجاه هنخلي ال error يروح بهذا الاتجاه الان احنا delta صارت هي القيمة لبعد ال summation delta هذه بتعامل معاها كأنه أصبح ال input هنا", "tokens": [6027, 33456, 9673, 2288, 5016, 37977, 13672, 1829, 39894, 2407, 11242, 5016, 12174, 32640, 3660, 11933, 1829, 8592, 37495, 22653, 9122, 19528, 3660, 2423, 38377, 13672, 1829, 11331, 4117, 1829, 8315, 11296, 12174, 32640, 3660, 2423, 38377, 13672, 1829, 1975, 5016, 8315, 6055, 24401, 12984, 8315, 18871, 11296, 13672, 1829, 39896, 47525, 8315, 8717, 25957, 1211, 38377, 24976, 6713, 4724, 8592, 28820, 6225, 4117, 3794, 1829, 39627, 15730, 25124, 28820, 39896, 4117, 7251, 32887, 5016, 39627, 15730, 2423, 9307, 7435, 40294, 30767, 1829, 5551, 15042, 2423, 4846, 11933, 1829, 8592, 39627, 15730, 2423, 9307, 7435, 40294, 8032, 1863, 9778, 20292, 2423, 6713, 7251, 32887, 5016, 39627, 15730, 2423, 9307, 7435, 40294, 2423, 7649, 1975, 5016, 8315, 8289, 20328, 9640, 2655, 39896, 25062, 32640, 3660, 5296, 3555, 22488, 2423, 28811, 8289, 29538, 39894, 3615, 10943, 1211, 20449, 995, 11296, 9122, 33456, 3224, 5551, 9381, 49628, 2423, 4846, 34105], "avg_logprob": -0.15667229165902008, "compression_ratio": 2.1660377358490566, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 2912.0000000000005, "end": 2912.6800000000003, "word": "الأن", "probability": 0.73193359375}, {"start": 2912.6800000000003, "end": 2913.36, "word": " المرحلة", "probability": 0.8875732421875}, {"start": 2913.36, "end": 2913.5, "word": " اللي", "probability": 0.820556640625}, {"start": 2913.5, "end": 2914.18, "word": " بتوضح", "probability": 0.9482421875}, {"start": 2914.18, "end": 2915.06, "word": " قيمة", "probability": 0.9837239583333334}, {"start": 2915.06, "end": 2915.3, "word": " إيش", "probability": 0.7178548177083334}, {"start": 2915.3, "end": 2915.46, "word": " يعني", "probability": 0.938232421875}, {"start": 2915.46, "end": 2915.74, "word": " كلمة", "probability": 0.9757486979166666}, {"start": 2915.74, "end": 2915.84, "word": " ال", "probability": 0.52099609375}, {"start": 2915.84, "end": 2916.18, "word": " propagation", "probability": 0.7919921875}, {"start": 2916.18, "end": 2916.4, "word": " اللي", "probability": 0.96826171875}, {"start": 2916.4, "end": 2916.86, "word": " حكيناها", "probability": 0.884619140625}, {"start": 2916.86, "end": 2917.34, "word": " قيمة", "probability": 0.86962890625}, {"start": 2917.34, "end": 2917.4, "word": " ال", "probability": 0.904296875}, {"start": 2917.4, "end": 2917.78, "word": " propagation", "probability": 0.98681640625}, {"start": 2917.78, "end": 2918.2, "word": " اللي", "probability": 0.985595703125}, {"start": 2918.2, "end": 2918.34, "word": " احنا", "probability": 0.8216959635416666}, {"start": 2918.34, "end": 2918.82, "word": " تحدثنا", "probability": 0.9591064453125}, {"start": 2918.82, "end": 2919.18, "word": " عنها", "probability": 0.995849609375}, {"start": 2919.18, "end": 2920.04, "word": " اللي", "probability": 0.959716796875}, {"start": 2920.04, "end": 2920.36, "word": " هي", "probability": 0.89404296875}, {"start": 2920.36, "end": 2921.16, "word": " بدنا", "probability": 0.970703125}, {"start": 2921.16, "end": 2921.66, "word": " نعمل", "probability": 0.9973958333333334}, {"start": 2921.66, "end": 2922.64, "word": " propagation", "probability": 0.98486328125}, {"start": 2922.64, "end": 2923.34, "word": " لل", "probability": 0.90673828125}, {"start": 2923.34, "end": 2923.84, "word": " error", "probability": 0.83056640625}, {"start": 2923.84, "end": 2924.52, "word": " بشكل", "probability": 0.9895833333333334}, {"start": 2924.52, "end": 2925.04, "word": " عكسي", "probability": 0.982421875}, {"start": 2925.04, "end": 2925.56, "word": " بهذا", "probability": 0.89501953125}, {"start": 2925.56, "end": 2925.84, "word": " الشكل", "probability": 0.9873046875}, {"start": 2925.84, "end": 2926.08, "word": " هيك", "probability": 0.710693359375}, {"start": 2926.08, "end": 2926.26, "word": " يروح", "probability": 0.98876953125}, {"start": 2926.26, "end": 2926.48, "word": " بهذا", "probability": 0.97802734375}, {"start": 2926.48, "end": 2926.9, "word": " الاتجاه", "probability": 0.9395751953125}, {"start": 2926.9, "end": 2927.28, "word": " زي", "probability": 0.673583984375}, {"start": 2927.28, "end": 2927.36, "word": " أما", "probability": 0.58355712890625}, {"start": 2927.36, "end": 2927.46, "word": " ال", "probability": 0.97900390625}, {"start": 2927.46, "end": 2927.64, "word": " input", "probability": 0.97607421875}, {"start": 2927.64, "end": 2927.8, "word": " إيش", "probability": 0.5314127604166666}, {"start": 2927.8, "end": 2928.04, "word": " بهذا", "probability": 0.82861328125}, {"start": 2928.04, "end": 2928.34, "word": " الاتجاه", "probability": 0.9578857421875}, {"start": 2928.34, "end": 2929.14, "word": " هنخلي", "probability": 0.7174072265625}, {"start": 2929.14, "end": 2929.28, "word": " ال", "probability": 0.9833984375}, {"start": 2929.28, "end": 2929.48, "word": " error", "probability": 0.93896484375}, {"start": 2929.48, "end": 2929.72, "word": " يروح", "probability": 0.9890950520833334}, {"start": 2929.72, "end": 2929.92, "word": " بهذا", "probability": 0.987548828125}, {"start": 2929.92, "end": 2930.3, "word": " الاتجاه", "probability": 0.97998046875}, {"start": 2930.3, "end": 2930.98, "word": " الان", "probability": 0.385009765625}, {"start": 2930.98, "end": 2931.18, "word": " احنا", "probability": 0.8811848958333334}, {"start": 2931.18, "end": 2931.6, "word": " delta", "probability": 0.490234375}, {"start": 2931.6, "end": 2932.3, "word": " صارت", "probability": 0.9326171875}, {"start": 2932.3, "end": 2932.42, "word": " هي", "probability": 0.93359375}, {"start": 2932.42, "end": 2933.3, "word": " القيمة", "probability": 0.9763997395833334}, {"start": 2933.3, "end": 2933.68, "word": " لبعد", "probability": 0.8095703125}, {"start": 2933.68, "end": 2933.8, "word": " ال", "probability": 0.724609375}, {"start": 2933.8, "end": 2934.16, "word": " summation", "probability": 0.94189453125}, {"start": 2934.16, "end": 2934.86, "word": " delta", "probability": 0.34326171875}, {"start": 2934.86, "end": 2935.3, "word": " هذه", "probability": 0.72509765625}, {"start": 2935.3, "end": 2936.52, "word": " بتعامل", "probability": 0.9154052734375}, {"start": 2936.52, "end": 2936.8, "word": " معاها", "probability": 0.943359375}, {"start": 2936.8, "end": 2937.1, "word": " كأنه", "probability": 0.9275716145833334}, {"start": 2937.1, "end": 2937.36, "word": " أصبح", "probability": 0.9724934895833334}, {"start": 2937.36, "end": 2937.48, "word": " ال", "probability": 0.81494140625}, {"start": 2937.48, "end": 2937.72, "word": " input", "probability": 0.986328125}, {"start": 2937.72, "end": 2937.96, "word": " هنا", "probability": 0.9951171875}], "temperature": 1.0}, {"id": 129, "seek": 296716, "start": 2939.34, "end": 2967.16, "text": "ال input مكان ال output وهذه بدي امررها في الاتجاه العكسي امررها في مين؟ في الاتجاه العكسي كويس جدا عشان امررها في الاتجاه العكسي معناه ذلك انه هقول delta K هيها وK هنا بواحد مثلا delta K معناته ال delta اللي هنا ل ال neuron ال output الأولى مضروبة في W J وK وفي عند هنا", "tokens": [6027, 4846, 3714, 41361, 2423, 5598, 37037, 24192, 4724, 16254, 1975, 29973, 2288, 11296, 8978, 2423, 9307, 7435, 40294, 18863, 4117, 3794, 1829, 1975, 29973, 2288, 11296, 8978, 3714, 9957, 22807, 8978, 2423, 9307, 7435, 40294, 18863, 4117, 3794, 1829, 9122, 45865, 3794, 10874, 28259, 6225, 8592, 7649, 1975, 29973, 2288, 11296, 8978, 2423, 9307, 7435, 40294, 18863, 4117, 3794, 1829, 20449, 8315, 3224, 29910, 23275, 16472, 3224, 8032, 39648, 8289, 591, 39896, 11296, 4032, 42, 34105, 4724, 14407, 24401, 50113, 15040, 8289, 591, 20449, 8315, 47395, 2423, 8289, 13672, 1829, 34105, 5296, 2423, 34090, 2423, 5598, 16247, 12610, 7578, 3714, 11242, 32887, 49401, 8978, 343, 508, 4032, 42, 4032, 41185, 43242, 34105], "avg_logprob": -0.24163924719680818, "compression_ratio": 2.0511627906976746, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 2939.34, "end": 2939.54, "word": "ال", "probability": 0.25927734375}, {"start": 2939.54, "end": 2939.74, "word": " input", "probability": 0.6533203125}, {"start": 2939.74, "end": 2940.02, "word": " مكان", "probability": 0.965576171875}, {"start": 2940.02, "end": 2940.16, "word": " ال", "probability": 0.935546875}, {"start": 2940.16, "end": 2940.5, "word": " output", "probability": 0.96923828125}, {"start": 2940.5, "end": 2941.02, "word": " وهذه", "probability": 0.631591796875}, {"start": 2941.02, "end": 2941.26, "word": " بدي", "probability": 0.624755859375}, {"start": 2941.26, "end": 2942.4, "word": " امررها", "probability": 0.81365966796875}, {"start": 2942.4, "end": 2942.88, "word": " في", "probability": 0.90380859375}, {"start": 2942.88, "end": 2943.3, "word": " الاتجاه", "probability": 0.912109375}, {"start": 2943.3, "end": 2943.8, "word": " العكسي", "probability": 0.8856201171875}, {"start": 2943.8, "end": 2945.16, "word": " امررها", "probability": 0.800537109375}, {"start": 2945.16, "end": 2945.3, "word": " في", "probability": 0.93310546875}, {"start": 2945.3, "end": 2945.68, "word": " مين؟", "probability": 0.700927734375}, {"start": 2945.68, "end": 2945.84, "word": " في", "probability": 0.9052734375}, {"start": 2945.84, "end": 2946.3, "word": " الاتجاه", "probability": 0.9608154296875}, {"start": 2946.3, "end": 2947.88, "word": " العكسي", "probability": 0.9779052734375}, {"start": 2947.88, "end": 2948.46, "word": " كويس", "probability": 0.8264973958333334}, {"start": 2948.46, "end": 2948.74, "word": " جدا", "probability": 0.99365234375}, {"start": 2948.74, "end": 2949.24, "word": " عشان", "probability": 0.90576171875}, {"start": 2949.24, "end": 2949.6, "word": " امررها", "probability": 0.9688720703125}, {"start": 2949.6, "end": 2949.7, "word": " في", "probability": 0.96337890625}, {"start": 2949.7, "end": 2949.98, "word": " الاتجاه", "probability": 0.9710693359375}, {"start": 2949.98, "end": 2950.48, "word": " العكسي", "probability": 0.99072265625}, {"start": 2950.48, "end": 2950.88, "word": " معناه", "probability": 0.7716471354166666}, {"start": 2950.88, "end": 2951.08, "word": " ذلك", "probability": 0.787109375}, {"start": 2951.08, "end": 2951.24, "word": " انه", "probability": 0.60693359375}, {"start": 2951.24, "end": 2951.56, "word": " هقول", "probability": 0.8349609375}, {"start": 2951.56, "end": 2952.2, "word": " delta", "probability": 0.4892578125}, {"start": 2952.2, "end": 2952.82, "word": " K", "probability": 0.412109375}, {"start": 2952.82, "end": 2955.42, "word": " هيها", "probability": 0.823974609375}, {"start": 2955.42, "end": 2956.14, "word": " وK", "probability": 0.529052734375}, {"start": 2956.14, "end": 2956.38, "word": " هنا", "probability": 0.97900390625}, {"start": 2956.38, "end": 2957.22, "word": " بواحد", "probability": 0.65478515625}, {"start": 2957.22, "end": 2957.58, "word": " مثلا", "probability": 0.97021484375}, {"start": 2957.58, "end": 2958.26, "word": " delta", "probability": 0.441162109375}, {"start": 2958.26, "end": 2958.48, "word": " K", "probability": 0.859375}, {"start": 2958.48, "end": 2958.86, "word": " معناته", "probability": 0.9361979166666666}, {"start": 2958.86, "end": 2959.08, "word": " ال", "probability": 0.72021484375}, {"start": 2959.08, "end": 2959.3, "word": " delta", "probability": 0.74560546875}, {"start": 2959.3, "end": 2959.44, "word": " اللي", "probability": 0.884033203125}, {"start": 2959.44, "end": 2959.7, "word": " هنا", "probability": 0.9912109375}, {"start": 2959.7, "end": 2960.74, "word": " ل", "probability": 0.67529296875}, {"start": 2960.74, "end": 2960.94, "word": " ال", "probability": 0.1591796875}, {"start": 2960.94, "end": 2961.28, "word": " neuron", "probability": 0.96533203125}, {"start": 2961.28, "end": 2961.76, "word": " ال", "probability": 0.85986328125}, {"start": 2961.76, "end": 2962.2, "word": " output", "probability": 0.984375}, {"start": 2962.2, "end": 2963.16, "word": " الأولى", "probability": 0.8722330729166666}, {"start": 2963.16, "end": 2963.78, "word": " مضروبة", "probability": 0.806640625}, {"start": 2963.78, "end": 2964.0, "word": " في", "probability": 0.97802734375}, {"start": 2964.0, "end": 2964.84, "word": " W", "probability": 0.64794921875}, {"start": 2964.84, "end": 2965.58, "word": " J", "probability": 0.44091796875}, {"start": 2965.58, "end": 2966.08, "word": " وK", "probability": 0.7030029296875}, {"start": 2966.08, "end": 2966.6, "word": " وفي", "probability": 0.8037109375}, {"start": 2966.6, "end": 2966.82, "word": " عند", "probability": 0.86572265625}, {"start": 2966.82, "end": 2967.16, "word": " هنا", "probability": 0.568359375}], "temperature": 1.0}, {"id": 130, "seek": 299246, "start": 2968.16, "end": 2992.46, "text": "لحظوا إيش؟ K من واحد to L من واحد to إيش؟ to L هاي ال L إيش يعني؟ كمان مرة يعني ال term اللي هنا بدي أحسبه الآن هالوجد هنا هادي ال term و اللي هقول عليه Y واحد", "tokens": [1211, 5016, 19913, 14407, 11933, 1829, 8592, 22807, 591, 9154, 36764, 24401, 281, 441, 9154, 36764, 24401, 281, 11933, 1829, 8592, 22807, 281, 441, 8032, 47302, 2423, 441, 11933, 1829, 8592, 37495, 22653, 22807, 9122, 2304, 7649, 3714, 25720, 37495, 22653, 2423, 1433, 13672, 1829, 34105, 4724, 16254, 5551, 5016, 35457, 3224, 6024, 48506, 8032, 6027, 29245, 3215, 34105, 8032, 995, 16254, 2423, 1433, 4032, 13672, 1829, 8032, 39648, 47356, 398, 36764, 24401], "avg_logprob": -0.2630912121888754, "compression_ratio": 1.728476821192053, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2968.16, "end": 2968.6, "word": "لحظوا", "probability": 0.69268798828125}, {"start": 2968.6, "end": 2969.18, "word": " إيش؟", "probability": 0.6329345703125}, {"start": 2969.18, "end": 2969.48, "word": " K", "probability": 0.41650390625}, {"start": 2969.48, "end": 2970.0, "word": " من", "probability": 0.95458984375}, {"start": 2970.0, "end": 2970.48, "word": " واحد", "probability": 0.830810546875}, {"start": 2970.48, "end": 2970.68, "word": " to", "probability": 0.87451171875}, {"start": 2970.68, "end": 2970.96, "word": " L", "probability": 0.68359375}, {"start": 2970.96, "end": 2972.82, "word": " من", "probability": 0.72705078125}, {"start": 2972.82, "end": 2973.3, "word": " واحد", "probability": 0.98046875}, {"start": 2973.3, "end": 2973.62, "word": " to", "probability": 0.9697265625}, {"start": 2973.62, "end": 2973.98, "word": " إيش؟", "probability": 0.82861328125}, {"start": 2973.98, "end": 2974.06, "word": " to", "probability": 0.7880859375}, {"start": 2974.06, "end": 2974.32, "word": " L", "probability": 0.94677734375}, {"start": 2974.32, "end": 2975.96, "word": " هاي", "probability": 0.5833740234375}, {"start": 2975.96, "end": 2976.1, "word": " ال", "probability": 0.9833984375}, {"start": 2976.1, "end": 2976.38, "word": " L", "probability": 0.83154296875}, {"start": 2976.38, "end": 2977.94, "word": " إيش", "probability": 0.9171549479166666}, {"start": 2977.94, "end": 2978.32, "word": " يعني؟", "probability": 0.81640625}, {"start": 2978.32, "end": 2978.54, "word": " كمان", "probability": 0.974609375}, {"start": 2978.54, "end": 2978.88, "word": " مرة", "probability": 0.979248046875}, {"start": 2978.88, "end": 2979.74, "word": " يعني", "probability": 0.78515625}, {"start": 2979.74, "end": 2980.38, "word": " ال", "probability": 0.9228515625}, {"start": 2980.38, "end": 2980.6, "word": " term", "probability": 0.9111328125}, {"start": 2980.6, "end": 2980.76, "word": " اللي", "probability": 0.978759765625}, {"start": 2980.76, "end": 2980.96, "word": " هنا", "probability": 0.9560546875}, {"start": 2980.96, "end": 2981.16, "word": " بدي", "probability": 0.4715576171875}, {"start": 2981.16, "end": 2981.52, "word": " أحسبه", "probability": 0.9232177734375}, {"start": 2981.52, "end": 2981.74, "word": " الآن", "probability": 0.782470703125}, {"start": 2981.74, "end": 2982.16, "word": " هالوجد", "probability": 0.62615966796875}, {"start": 2982.16, "end": 2982.44, "word": " هنا", "probability": 0.9755859375}, {"start": 2982.44, "end": 2985.48, "word": " هادي", "probability": 0.5914713541666666}, {"start": 2985.48, "end": 2985.98, "word": " ال", "probability": 0.98974609375}, {"start": 2985.98, "end": 2986.28, "word": " term", "probability": 0.95361328125}, {"start": 2986.28, "end": 2986.68, "word": " و", "probability": 0.78662109375}, {"start": 2986.68, "end": 2986.76, "word": " اللي", "probability": 0.963623046875}, {"start": 2986.76, "end": 2987.0, "word": " هقول", "probability": 0.701904296875}, {"start": 2987.0, "end": 2987.52, "word": " عليه", "probability": 0.99072265625}, {"start": 2987.52, "end": 2989.22, "word": " Y", "probability": 0.8388671875}, {"start": 2989.22, "end": 2992.46, "word": " واحد", "probability": 0.776611328125}], "temperature": 1.0}, {"id": 131, "seek": 302060, "start": 2993.76, "end": 3020.6, "text": "هنا بدنا نحسب نشتغل على مين على Y1 Y1 إيش هيساوي؟ هيساوي الـError 1 مضروبة، هيها لإن الآن بدي أشتغل بهذا العكس .. باتجاه العكسي فDelta 1 مضروبة في W 1 1 تمام؟ تمام طيب زائد Delta 2 مضروبة في W 1 2", "tokens": [3224, 8315, 47525, 8315, 8717, 5016, 35457, 8717, 8592, 2655, 17082, 1211, 15844, 3714, 9957, 15844, 398, 16, 398, 16, 11933, 1829, 8592, 39896, 3794, 995, 45865, 22807, 39896, 3794, 995, 45865, 2423, 39184, 28135, 2874, 502, 3714, 11242, 32887, 49401, 12399, 39896, 11296, 5296, 28814, 1863, 6024, 48506, 4724, 16254, 5551, 8592, 2655, 17082, 1211, 39627, 15730, 18863, 4117, 3794, 4386, 4724, 9307, 7435, 40294, 18863, 4117, 3794, 1829, 6156, 40848, 1328, 502, 3714, 11242, 32887, 49401, 8978, 343, 502, 502, 46811, 10943, 22807, 46811, 10943, 23032, 1829, 3555, 30767, 16373, 3215, 18183, 568, 3714, 11242, 32887, 49401, 8978, 343, 502, 568], "avg_logprob": -0.22400841159889331, "compression_ratio": 1.6666666666666667, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2993.76, "end": 2994.02, "word": "هنا", "probability": 0.85498046875}, {"start": 2994.02, "end": 2994.22, "word": " بدنا", "probability": 0.759521484375}, {"start": 2994.22, "end": 2994.5, "word": " نحسب", "probability": 0.98681640625}, {"start": 2994.5, "end": 2994.92, "word": " نشتغل", "probability": 0.90029296875}, {"start": 2994.92, "end": 2995.06, "word": " على", "probability": 0.7939453125}, {"start": 2995.06, "end": 2995.26, "word": " مين", "probability": 0.916748046875}, {"start": 2995.26, "end": 2995.46, "word": " على", "probability": 0.5556640625}, {"start": 2995.46, "end": 2995.98, "word": " Y1", "probability": 0.6962890625}, {"start": 2995.98, "end": 2996.58, "word": " Y1", "probability": 0.8408203125}, {"start": 2996.58, "end": 2996.74, "word": " إيش", "probability": 0.8263346354166666}, {"start": 2996.74, "end": 2997.42, "word": " هيساوي؟", "probability": 0.726123046875}, {"start": 2997.42, "end": 2997.82, "word": " هيساوي", "probability": 0.9720458984375}, {"start": 2997.82, "end": 2998.5, "word": " الـError", "probability": 0.66802978515625}, {"start": 2998.5, "end": 2999.82, "word": " 1", "probability": 0.489990234375}, {"start": 2999.82, "end": 3002.1, "word": " مضروبة،", "probability": 0.762353515625}, {"start": 3002.1, "end": 3003.08, "word": " هيها", "probability": 0.7049560546875}, {"start": 3003.08, "end": 3003.78, "word": " لإن", "probability": 0.7552083333333334}, {"start": 3003.78, "end": 3003.98, "word": " الآن", "probability": 0.65869140625}, {"start": 3003.98, "end": 3004.18, "word": " بدي", "probability": 0.7208251953125}, {"start": 3004.18, "end": 3004.54, "word": " أشتغل", "probability": 0.97822265625}, {"start": 3004.54, "end": 3004.78, "word": " بهذا", "probability": 0.607177734375}, {"start": 3004.78, "end": 3005.04, "word": " العكس", "probability": 0.8297526041666666}, {"start": 3005.04, "end": 3005.08, "word": " ..", "probability": 0.341064453125}, {"start": 3005.08, "end": 3005.48, "word": " باتجاه", "probability": 0.868896484375}, {"start": 3005.48, "end": 3005.9, "word": " العكسي", "probability": 0.9793701171875}, {"start": 3005.9, "end": 3006.86, "word": " فDelta", "probability": 0.724853515625}, {"start": 3006.86, "end": 3007.56, "word": " 1", "probability": 0.88818359375}, {"start": 3007.56, "end": 3008.82, "word": " مضروبة", "probability": 0.9774169921875}, {"start": 3008.82, "end": 3009.4, "word": " في", "probability": 0.98388671875}, {"start": 3009.4, "end": 3009.9, "word": " W", "probability": 0.86328125}, {"start": 3009.9, "end": 3010.54, "word": " 1", "probability": 0.259765625}, {"start": 3010.54, "end": 3011.08, "word": " 1", "probability": 0.6962890625}, {"start": 3011.08, "end": 3013.32, "word": " تمام؟", "probability": 0.8400065104166666}, {"start": 3013.32, "end": 3013.72, "word": " تمام", "probability": 0.990234375}, {"start": 3013.72, "end": 3014.36, "word": " طيب", "probability": 0.9012044270833334}, {"start": 3014.36, "end": 3015.2, "word": " زائد", "probability": 0.8107096354166666}, {"start": 3015.2, "end": 3017.02, "word": " Delta", "probability": 0.81591796875}, {"start": 3017.02, "end": 3017.7, "word": " 2", "probability": 0.97412109375}, {"start": 3017.7, "end": 3019.26, "word": " مضروبة", "probability": 0.9871826171875}, {"start": 3019.26, "end": 3019.52, "word": " في", "probability": 0.99365234375}, {"start": 3019.52, "end": 3019.92, "word": " W", "probability": 0.9921875}, {"start": 3019.92, "end": 3020.26, "word": " 1", "probability": 0.87841796875}, {"start": 3020.26, "end": 3020.6, "word": " 2", "probability": 0.99169921875}], "temperature": 1.0}, {"id": 132, "seek": 304943, "start": 3022.87, "end": 3049.43, "text": "فجمعنا مجموعة ال errors error كان هنا و error من هنا اتجمعوا هنا فهذا .. هذه المعادلة هذه الجزء في المعادلة الأولى اللي هو الجزء التاني بعد ال summation delta 1 delta 2 delta 3 حسب جدش عدد ال output ساعتنا كل واحدة مضروبة في ال weight بين كل delta و", "tokens": [5172, 7435, 2304, 3615, 8315, 3714, 7435, 2304, 2407, 27884, 2423, 13603, 6713, 25961, 34105, 4032, 6713, 9154, 34105, 1975, 2655, 7435, 2304, 3615, 14407, 34105, 6156, 3224, 15730, 4386, 29538, 9673, 3615, 18513, 37977, 29538, 25724, 11622, 38207, 8978, 9673, 3615, 18513, 37977, 16247, 12610, 7578, 13672, 1829, 31439, 25724, 11622, 38207, 16712, 7649, 1829, 39182, 2423, 28811, 8289, 502, 8289, 568, 8289, 805, 11331, 35457, 10874, 3215, 8592, 6225, 3215, 3215, 2423, 5598, 8608, 995, 34268, 8315, 28242, 36764, 24401, 3660, 3714, 11242, 32887, 49401, 8978, 2423, 3364, 49374, 28242, 8289, 4032], "avg_logprob": -0.16924342575826143, "compression_ratio": 1.746606334841629, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3022.8699999999994, "end": 3023.6299999999997, "word": "فجمعنا", "probability": 0.86474609375}, {"start": 3023.6299999999997, "end": 3024.39, "word": " مجموعة", "probability": 0.89755859375}, {"start": 3024.39, "end": 3024.55, "word": " ال", "probability": 0.60009765625}, {"start": 3024.55, "end": 3024.87, "word": " errors", "probability": 0.44775390625}, {"start": 3024.87, "end": 3025.81, "word": " error", "probability": 0.1451416015625}, {"start": 3025.81, "end": 3026.07, "word": " كان", "probability": 0.94677734375}, {"start": 3026.07, "end": 3026.35, "word": " هنا", "probability": 0.99267578125}, {"start": 3026.35, "end": 3026.63, "word": " و", "probability": 0.84423828125}, {"start": 3026.63, "end": 3026.87, "word": " error", "probability": 0.427978515625}, {"start": 3026.87, "end": 3027.07, "word": " من", "probability": 0.93896484375}, {"start": 3027.07, "end": 3027.39, "word": " هنا", "probability": 0.99365234375}, {"start": 3027.39, "end": 3028.33, "word": " اتجمعوا", "probability": 0.8859049479166666}, {"start": 3028.33, "end": 3028.55, "word": " هنا", "probability": 0.98681640625}, {"start": 3028.55, "end": 3029.81, "word": " فهذا", "probability": 0.7937825520833334}, {"start": 3029.81, "end": 3030.07, "word": " ..", "probability": 0.30224609375}, {"start": 3030.07, "end": 3030.23, "word": " هذه", "probability": 0.4599609375}, {"start": 3030.23, "end": 3030.83, "word": " المعادلة", "probability": 0.9884033203125}, {"start": 3030.83, "end": 3033.51, "word": " هذه", "probability": 0.50146484375}, {"start": 3033.51, "end": 3034.27, "word": " الجزء", "probability": 0.9680989583333334}, {"start": 3034.27, "end": 3034.39, "word": " في", "probability": 0.8974609375}, {"start": 3034.39, "end": 3034.79, "word": " المعادلة", "probability": 0.9921875}, {"start": 3034.79, "end": 3035.27, "word": " الأولى", "probability": 0.953125}, {"start": 3035.27, "end": 3035.61, "word": " اللي", "probability": 0.80029296875}, {"start": 3035.61, "end": 3035.85, "word": " هو", "probability": 0.98681640625}, {"start": 3035.85, "end": 3036.57, "word": " الجزء", "probability": 0.99169921875}, {"start": 3036.57, "end": 3036.97, "word": " التاني", "probability": 0.9612630208333334}, {"start": 3036.97, "end": 3037.15, "word": " بعد", "probability": 0.94482421875}, {"start": 3037.15, "end": 3037.29, "word": " ال", "probability": 0.80322265625}, {"start": 3037.29, "end": 3037.67, "word": " summation", "probability": 0.892578125}, {"start": 3037.67, "end": 3038.39, "word": " delta", "probability": 0.4755859375}, {"start": 3038.39, "end": 3039.87, "word": " 1", "probability": 0.421630859375}, {"start": 3039.87, "end": 3040.65, "word": " delta", "probability": 0.67431640625}, {"start": 3040.65, "end": 3041.19, "word": " 2", "probability": 0.91748046875}, {"start": 3041.19, "end": 3041.97, "word": " delta", "probability": 0.89013671875}, {"start": 3041.97, "end": 3042.43, "word": " 3", "probability": 0.94287109375}, {"start": 3042.43, "end": 3042.83, "word": " حسب", "probability": 0.9638671875}, {"start": 3042.83, "end": 3043.17, "word": " جدش", "probability": 0.8064778645833334}, {"start": 3043.17, "end": 3043.47, "word": " عدد", "probability": 0.9845377604166666}, {"start": 3043.47, "end": 3043.57, "word": " ال", "probability": 0.93603515625}, {"start": 3043.57, "end": 3043.91, "word": " output", "probability": 0.9658203125}, {"start": 3043.91, "end": 3044.47, "word": " ساعتنا", "probability": 0.986083984375}, {"start": 3044.47, "end": 3044.85, "word": " كل", "probability": 0.8173828125}, {"start": 3044.85, "end": 3045.11, "word": " واحدة", "probability": 0.9654947916666666}, {"start": 3045.11, "end": 3045.69, "word": " مضروبة", "probability": 0.96142578125}, {"start": 3045.69, "end": 3046.19, "word": " في", "probability": 0.97119140625}, {"start": 3046.19, "end": 3046.31, "word": " ال", "probability": 0.8798828125}, {"start": 3046.31, "end": 3046.59, "word": " weight", "probability": 0.958984375}, {"start": 3046.59, "end": 3046.95, "word": " بين", "probability": 0.9814453125}, {"start": 3046.95, "end": 3047.49, "word": " كل", "probability": 0.9853515625}, {"start": 3047.49, "end": 3048.37, "word": " delta", "probability": 0.77294921875}, {"start": 3048.37, "end": 3049.43, "word": " و", "probability": 0.95263671875}], "temperature": 1.0}, {"id": 133, "seek": 307881, "start": 3050.29, "end": 3078.81, "text": "الـ Hidden اللي بدور عليها اللي سمناها الـ J وهذه الـ J مرة بعملها واحد مرة تانية مرة تلاتة مرة أربعة and so on تمام جدا فانا هنا حسبت مين؟ ايش حسبنا هالوجات؟ عارفين ايش حسبنا يا شباب؟ حسبنا ال error ل ال hidden layer ال hidden node الأولى ليش ال error؟ لأنه أنا أصلا اللي قاعد بدرب فيه errors مجموعة errors يعني أنا قاعد جمعت error احنا فعلا جمعنا error", "tokens": [6027, 39184, 41156, 13672, 1829, 47525, 13063, 25894, 11296, 13672, 1829, 8608, 2304, 8315, 11296, 2423, 39184, 508, 37037, 24192, 2423, 39184, 508, 3714, 25720, 4724, 25957, 1211, 11296, 36764, 24401, 3714, 25720, 6055, 7649, 10632, 3714, 25720, 6055, 1211, 9307, 3660, 3714, 25720, 5551, 25513, 27884, 293, 370, 322, 46811, 10943, 10874, 28259, 6156, 7649, 995, 34105, 11331, 35457, 2655, 3714, 9957, 22807, 1975, 1829, 8592, 11331, 35457, 8315, 8032, 6027, 29245, 9307, 22807, 6225, 9640, 5172, 9957, 1975, 1829, 8592, 11331, 35457, 8315, 35186, 13412, 3555, 16758, 22807, 11331, 35457, 8315, 2423, 6713, 5296, 2423, 7633, 4583, 2423, 7633, 9984, 16247, 12610, 7578, 32239, 8592, 2423, 6713, 22807, 5296, 33456, 3224, 41850, 5551, 9381, 15040, 13672, 1829, 12174, 995, 22488, 47525, 25513, 8978, 3224, 13603, 3714, 7435, 2304, 2407, 27884, 13603, 37495, 22653, 41850, 12174, 995, 22488, 10874, 2304, 34268, 6713, 1975, 5016, 8315, 6156, 3615, 15040, 10874, 2304, 3615, 8315, 6713], "avg_logprob": -0.18558467068979817, "compression_ratio": 1.993006993006993, "no_speech_prob": 8.940696716308594e-07, "words": [{"start": 3050.29, "end": 3050.67, "word": "الـ", "probability": 0.95458984375}, {"start": 3050.67, "end": 3050.93, "word": " Hidden", "probability": 0.2373046875}, {"start": 3050.93, "end": 3051.19, "word": " اللي", "probability": 0.92138671875}, {"start": 3051.19, "end": 3051.51, "word": " بدور", "probability": 0.93798828125}, {"start": 3051.51, "end": 3051.97, "word": " عليها", "probability": 0.98876953125}, {"start": 3051.97, "end": 3052.55, "word": " اللي", "probability": 0.860107421875}, {"start": 3052.55, "end": 3052.97, "word": " سمناها", "probability": 0.77471923828125}, {"start": 3052.97, "end": 3053.11, "word": " الـ", "probability": 0.848876953125}, {"start": 3053.11, "end": 3053.27, "word": " J", "probability": 0.57568359375}, {"start": 3053.27, "end": 3054.41, "word": " وهذه", "probability": 0.606201171875}, {"start": 3054.41, "end": 3054.49, "word": " الـ", "probability": 0.7025146484375}, {"start": 3054.49, "end": 3054.57, "word": " J", "probability": 0.78515625}, {"start": 3054.57, "end": 3054.75, "word": " مرة", "probability": 0.977294921875}, {"start": 3054.75, "end": 3055.05, "word": " بعملها", "probability": 0.827392578125}, {"start": 3055.05, "end": 3055.23, "word": " واحد", "probability": 0.92822265625}, {"start": 3055.23, "end": 3055.43, "word": " مرة", "probability": 0.765869140625}, {"start": 3055.43, "end": 3055.59, "word": " تانية", "probability": 0.8699544270833334}, {"start": 3055.59, "end": 3055.77, "word": " مرة", "probability": 0.924072265625}, {"start": 3055.77, "end": 3056.05, "word": " تلاتة", "probability": 0.93017578125}, {"start": 3056.05, "end": 3056.19, "word": " مرة", "probability": 0.77099609375}, {"start": 3056.19, "end": 3056.45, "word": " أربعة", "probability": 0.8121744791666666}, {"start": 3056.45, "end": 3056.83, "word": " and", "probability": 0.7080078125}, {"start": 3056.83, "end": 3056.97, "word": " so", "probability": 0.94189453125}, {"start": 3056.97, "end": 3057.15, "word": " on", "probability": 0.9580078125}, {"start": 3057.15, "end": 3057.73, "word": " تمام", "probability": 0.954833984375}, {"start": 3057.73, "end": 3058.05, "word": " جدا", "probability": 0.986083984375}, {"start": 3058.05, "end": 3058.59, "word": " فانا", "probability": 0.68505859375}, {"start": 3058.59, "end": 3058.73, "word": " هنا", "probability": 0.96533203125}, {"start": 3058.73, "end": 3059.13, "word": " حسبت", "probability": 0.9461263020833334}, {"start": 3059.13, "end": 3060.15, "word": " مين؟", "probability": 0.7698567708333334}, {"start": 3060.15, "end": 3060.91, "word": " ايش", "probability": 0.7103678385416666}, {"start": 3060.91, "end": 3061.27, "word": " حسبنا", "probability": 0.9627278645833334}, {"start": 3061.27, "end": 3062.03, "word": " هالوجات؟", "probability": 0.555517578125}, {"start": 3062.03, "end": 3062.31, "word": " عارفين", "probability": 0.9796142578125}, {"start": 3062.31, "end": 3062.41, "word": " ايش", "probability": 0.8528645833333334}, {"start": 3062.41, "end": 3062.75, "word": " حسبنا", "probability": 0.9879557291666666}, {"start": 3062.75, "end": 3062.81, "word": " يا", "probability": 0.9775390625}, {"start": 3062.81, "end": 3063.53, "word": " شباب؟", "probability": 0.9688720703125}, {"start": 3063.53, "end": 3064.01, "word": " حسبنا", "probability": 0.98876953125}, {"start": 3064.01, "end": 3064.37, "word": " ال", "probability": 0.958984375}, {"start": 3064.37, "end": 3064.97, "word": " error", "probability": 0.4287109375}, {"start": 3064.97, "end": 3066.35, "word": " ل", "probability": 0.61767578125}, {"start": 3066.35, "end": 3066.79, "word": " ال", "probability": 0.47119140625}, {"start": 3066.79, "end": 3067.15, "word": " hidden", "probability": 0.7509765625}, {"start": 3067.15, "end": 3067.83, "word": " layer", "probability": 0.61669921875}, {"start": 3067.83, "end": 3068.35, "word": " ال", "probability": 0.7021484375}, {"start": 3068.35, "end": 3068.59, "word": " hidden", "probability": 0.7255859375}, {"start": 3068.59, "end": 3068.85, "word": " node", "probability": 0.86181640625}, {"start": 3068.85, "end": 3069.59, "word": " الأولى", "probability": 0.9705403645833334}, {"start": 3069.59, "end": 3070.37, "word": " ليش", "probability": 0.885986328125}, {"start": 3070.37, "end": 3070.85, "word": " ال", "probability": 0.9833984375}, {"start": 3070.85, "end": 3071.79, "word": " error؟", "probability": 0.908935546875}, {"start": 3071.79, "end": 3072.13, "word": " لأنه", "probability": 0.8079427083333334}, {"start": 3072.13, "end": 3072.25, "word": " أنا", "probability": 0.5166015625}, {"start": 3072.25, "end": 3072.53, "word": " أصلا", "probability": 0.93408203125}, {"start": 3072.53, "end": 3072.71, "word": " اللي", "probability": 0.978515625}, {"start": 3072.71, "end": 3072.91, "word": " قاعد", "probability": 0.9168294270833334}, {"start": 3072.91, "end": 3073.19, "word": " بدرب", "probability": 0.645263671875}, {"start": 3073.19, "end": 3073.37, "word": " فيه", "probability": 0.987060546875}, {"start": 3073.37, "end": 3073.67, "word": " errors", "probability": 0.8349609375}, {"start": 3073.67, "end": 3074.07, "word": " مجموعة", "probability": 0.8419921875}, {"start": 3074.07, "end": 3074.45, "word": " errors", "probability": 0.8466796875}, {"start": 3074.45, "end": 3075.15, "word": " يعني", "probability": 0.97607421875}, {"start": 3075.15, "end": 3075.29, "word": " أنا", "probability": 0.896484375}, {"start": 3075.29, "end": 3075.49, "word": " قاعد", "probability": 0.87548828125}, {"start": 3075.49, "end": 3075.95, "word": " جمعت", "probability": 0.9690755208333334}, {"start": 3075.95, "end": 3076.31, "word": " error", "probability": 0.94482421875}, {"start": 3076.31, "end": 3077.97, "word": " احنا", "probability": 0.86572265625}, {"start": 3077.97, "end": 3078.17, "word": " فعلا", "probability": 0.8230794270833334}, {"start": 3078.17, "end": 3078.57, "word": " جمعنا", "probability": 0.9827880859375}, {"start": 3078.57, "end": 3078.81, "word": " error", "probability": 0.97119140625}], "temperature": 1.0}, {"id": 134, "seek": 310684, "start": 3080.02, "end": 3106.84, "text": "في الأول كنت بروح forward input بس هالوقت أنا برجع ب error بجيب error فهذه فعليا تجميعة error فكأني بقول إن قيمة ال error هنا ل ال hidden layer الأولى تمام جدا أنا ليش بديها؟ بديها لأنه بدي من خلال ال error هذا أعدل الأوزان بتاعة ال layer الأولى ال layer التانية خلصناها", "tokens": [41185, 16247, 12610, 9122, 29399, 4724, 32887, 5016, 2128, 4846, 4724, 3794, 8032, 6027, 30543, 2655, 41850, 4724, 47341, 3615, 4724, 6713, 4724, 7435, 1829, 3555, 6713, 6156, 3224, 24192, 6156, 3615, 20292, 995, 6055, 7435, 2304, 40228, 3660, 6713, 6156, 4117, 33456, 1829, 4724, 39648, 36145, 12174, 32640, 3660, 2423, 6713, 34105, 5296, 2423, 7633, 4583, 16247, 12610, 7578, 46811, 10943, 10874, 28259, 41850, 32239, 8592, 4724, 16254, 11296, 22807, 4724, 16254, 11296, 5296, 33456, 3224, 4724, 16254, 9154, 16490, 1211, 6027, 2423, 6713, 23758, 5551, 22488, 1211, 16247, 2407, 11622, 7649, 39894, 995, 27884, 2423, 4583, 16247, 12610, 7578, 2423, 4583, 16712, 7649, 10632, 16490, 1211, 9381, 8315, 11296], "avg_logprob": -0.17354911446039165, "compression_ratio": 1.8220338983050848, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 3080.02, "end": 3080.22, "word": "في", "probability": 0.67138671875}, {"start": 3080.22, "end": 3080.46, "word": " الأول", "probability": 0.959716796875}, {"start": 3080.46, "end": 3080.82, "word": " كنت", "probability": 0.96630859375}, {"start": 3080.82, "end": 3081.26, "word": " بروح", "probability": 0.9296875}, {"start": 3081.26, "end": 3081.78, "word": " forward", "probability": 0.66845703125}, {"start": 3081.78, "end": 3083.1, "word": " input", "probability": 0.9326171875}, {"start": 3083.1, "end": 3083.94, "word": " بس", "probability": 0.8994140625}, {"start": 3083.94, "end": 3084.16, "word": " هالوقت", "probability": 0.54742431640625}, {"start": 3084.16, "end": 3084.3, "word": " أنا", "probability": 0.8212890625}, {"start": 3084.3, "end": 3084.98, "word": " برجع", "probability": 0.8201497395833334}, {"start": 3084.98, "end": 3085.08, "word": " ب", "probability": 0.70458984375}, {"start": 3085.08, "end": 3085.32, "word": " error", "probability": 0.66015625}, {"start": 3085.32, "end": 3086.06, "word": " بجيب", "probability": 0.9139404296875}, {"start": 3086.06, "end": 3086.36, "word": " error", "probability": 0.96142578125}, {"start": 3086.36, "end": 3087.02, "word": " فهذه", "probability": 0.8458658854166666}, {"start": 3087.02, "end": 3087.48, "word": " فعليا", "probability": 0.912353515625}, {"start": 3087.48, "end": 3088.1, "word": " تجميعة", "probability": 0.79638671875}, {"start": 3088.1, "end": 3088.42, "word": " error", "probability": 0.9658203125}, {"start": 3088.42, "end": 3089.44, "word": " فكأني", "probability": 0.8380126953125}, {"start": 3089.44, "end": 3089.82, "word": " بقول", "probability": 0.9814453125}, {"start": 3089.82, "end": 3090.22, "word": " إن", "probability": 0.326904296875}, {"start": 3090.22, "end": 3090.78, "word": " قيمة", "probability": 0.9002278645833334}, {"start": 3090.78, "end": 3091.0, "word": " ال", "probability": 0.822265625}, {"start": 3091.0, "end": 3091.36, "word": " error", "probability": 0.9072265625}, {"start": 3091.36, "end": 3092.14, "word": " هنا", "probability": 0.98583984375}, {"start": 3092.14, "end": 3094.04, "word": " ل", "probability": 0.411865234375}, {"start": 3094.04, "end": 3094.36, "word": " ال", "probability": 0.6083984375}, {"start": 3094.36, "end": 3094.7, "word": " hidden", "probability": 0.78076171875}, {"start": 3094.7, "end": 3095.16, "word": " layer", "probability": 0.62939453125}, {"start": 3095.16, "end": 3096.14, "word": " الأولى", "probability": 0.9835611979166666}, {"start": 3096.14, "end": 3096.78, "word": " تمام", "probability": 0.907958984375}, {"start": 3096.78, "end": 3097.1, "word": " جدا", "probability": 0.99658203125}, {"start": 3097.1, "end": 3098.1, "word": " أنا", "probability": 0.64453125}, {"start": 3098.1, "end": 3098.24, "word": " ليش", "probability": 0.965576171875}, {"start": 3098.24, "end": 3099.34, "word": " بديها؟", "probability": 0.8125}, {"start": 3099.34, "end": 3099.86, "word": " بديها", "probability": 0.9632161458333334}, {"start": 3099.86, "end": 3100.24, "word": " لأنه", "probability": 0.9436848958333334}, {"start": 3100.24, "end": 3100.56, "word": " بدي", "probability": 0.682373046875}, {"start": 3100.56, "end": 3100.82, "word": " من", "probability": 0.99755859375}, {"start": 3100.82, "end": 3101.34, "word": " خلال", "probability": 0.99609375}, {"start": 3101.34, "end": 3101.5, "word": " ال", "probability": 0.9892578125}, {"start": 3101.5, "end": 3101.84, "word": " error", "probability": 0.93603515625}, {"start": 3101.84, "end": 3102.28, "word": " هذا", "probability": 0.85400390625}, {"start": 3102.28, "end": 3103.1, "word": " أعدل", "probability": 0.8251953125}, {"start": 3103.1, "end": 3104.1, "word": " الأوزان", "probability": 0.978759765625}, {"start": 3104.1, "end": 3104.5, "word": " بتاعة", "probability": 0.7763671875}, {"start": 3104.5, "end": 3104.64, "word": " ال", "probability": 0.93359375}, {"start": 3104.64, "end": 3104.82, "word": " layer", "probability": 0.97265625}, {"start": 3104.82, "end": 3105.28, "word": " الأولى", "probability": 0.9900716145833334}, {"start": 3105.28, "end": 3105.68, "word": " ال", "probability": 0.86181640625}, {"start": 3105.68, "end": 3105.86, "word": " layer", "probability": 0.98486328125}, {"start": 3105.86, "end": 3106.2, "word": " التانية", "probability": 0.8465169270833334}, {"start": 3106.2, "end": 3106.84, "word": " خلصناها", "probability": 0.98876953125}], "temperature": 1.0}, {"id": 135, "seek": 313420, "start": 3108.04, "end": 3134.2, "text": "أحنا عدلناها وانتهينا وكانت زيها زي بالظبط الـ Perceptron ماكانش عندي مشكلة بس هدول لازم أكون عارف ال error تبع نواتجها نواتج ال weights هذه هي ال hidden تمام فحسبت ال E1 بس مانديش أنسى أنه برضه ال node هذه activation function بتاعة ال sigmoid برضه زي ما عملنا في ال output معنى ذلك أنه ال E1 هذي ال Ej هذي اللي طلعت عندي هنا", "tokens": [10721, 5016, 8315, 6225, 3215, 1211, 8315, 11296, 4032, 7649, 47395, 1829, 8315, 4032, 41361, 2655, 30767, 1829, 11296, 30767, 1829, 20666, 19913, 3555, 9566, 2423, 39184, 3026, 1336, 2044, 19446, 41361, 8592, 18871, 16254, 37893, 28820, 3660, 4724, 3794, 8032, 3215, 12610, 5296, 31377, 2304, 5551, 30544, 6225, 9640, 5172, 2423, 6713, 6055, 3555, 3615, 8717, 2407, 9307, 7435, 11296, 8717, 2407, 9307, 7435, 2423, 17443, 29538, 39896, 2423, 7633, 46811, 10943, 6156, 5016, 3794, 3555, 2655, 2423, 462, 16, 4724, 3794, 3714, 7649, 16254, 8592, 14739, 3794, 7578, 14739, 3224, 4724, 43042, 3224, 2423, 9984, 29538, 24433, 2445, 39894, 995, 27884, 2423, 4556, 3280, 327, 4724, 43042, 3224, 30767, 1829, 19446, 6225, 42213, 8315, 8978, 2423, 5598, 20449, 1863, 7578, 29910, 23275, 14739, 3224, 2423, 462, 16, 8032, 8848, 1829, 2423, 462, 73, 8032, 8848, 1829, 13672, 1829, 23032, 1211, 34268, 18871, 16254, 34105], "avg_logprob": -0.1677295883902076, "compression_ratio": 1.7348993288590604, "no_speech_prob": 0.0, "words": [{"start": 3108.04, "end": 3108.22, "word": "أحنا", "probability": 0.7669270833333334}, {"start": 3108.22, "end": 3108.7, "word": " عدلناها", "probability": 0.91953125}, {"start": 3108.7, "end": 3109.18, "word": " وانتهينا", "probability": 0.92607421875}, {"start": 3109.18, "end": 3109.66, "word": " وكانت", "probability": 0.9117838541666666}, {"start": 3109.66, "end": 3109.94, "word": " زيها", "probability": 0.9625651041666666}, {"start": 3109.94, "end": 3110.08, "word": " زي", "probability": 0.978759765625}, {"start": 3110.08, "end": 3110.46, "word": " بالظبط", "probability": 0.9854736328125}, {"start": 3110.46, "end": 3110.8, "word": " الـ", "probability": 0.799560546875}, {"start": 3110.8, "end": 3111.28, "word": " Perceptron", "probability": 0.751220703125}, {"start": 3111.28, "end": 3111.72, "word": " ماكانش", "probability": 0.80322265625}, {"start": 3111.72, "end": 3111.82, "word": " عندي", "probability": 0.853271484375}, {"start": 3111.82, "end": 3112.22, "word": " مشكلة", "probability": 0.9873046875}, {"start": 3112.22, "end": 3112.58, "word": " بس", "probability": 0.8115234375}, {"start": 3112.58, "end": 3113.02, "word": " هدول", "probability": 0.96728515625}, {"start": 3113.02, "end": 3113.56, "word": " لازم", "probability": 0.978515625}, {"start": 3113.56, "end": 3113.76, "word": " أكون", "probability": 0.883544921875}, {"start": 3113.76, "end": 3114.2, "word": " عارف", "probability": 0.9930013020833334}, {"start": 3114.2, "end": 3114.34, "word": " ال", "probability": 0.94873046875}, {"start": 3114.34, "end": 3114.68, "word": " error", "probability": 0.68701171875}, {"start": 3114.68, "end": 3115.42, "word": " تبع", "probability": 0.9169921875}, {"start": 3115.42, "end": 3116.2, "word": " نواتجها", "probability": 0.91259765625}, {"start": 3116.2, "end": 3117.2, "word": " نواتج", "probability": 0.868896484375}, {"start": 3117.2, "end": 3117.34, "word": " ال", "probability": 0.998046875}, {"start": 3117.34, "end": 3117.54, "word": " weights", "probability": 0.79541015625}, {"start": 3117.54, "end": 3117.88, "word": " هذه", "probability": 0.619140625}, {"start": 3117.88, "end": 3118.26, "word": " هي", "probability": 0.8935546875}, {"start": 3118.26, "end": 3118.4, "word": " ال", "probability": 0.99169921875}, {"start": 3118.4, "end": 3118.62, "word": " hidden", "probability": 0.673828125}, {"start": 3118.62, "end": 3119.9, "word": " تمام", "probability": 0.88037109375}, {"start": 3119.9, "end": 3120.58, "word": " فحسبت", "probability": 0.843310546875}, {"start": 3120.58, "end": 3120.68, "word": " ال", "probability": 0.98193359375}, {"start": 3120.68, "end": 3121.0, "word": " E1", "probability": 0.885986328125}, {"start": 3121.0, "end": 3121.4, "word": " بس", "probability": 0.944091796875}, {"start": 3121.4, "end": 3121.68, "word": " مانديش", "probability": 0.6861572265625}, {"start": 3121.68, "end": 3122.14, "word": " أنسى", "probability": 0.9586588541666666}, {"start": 3122.14, "end": 3122.42, "word": " أنه", "probability": 0.712890625}, {"start": 3122.42, "end": 3123.02, "word": " برضه", "probability": 0.9632161458333334}, {"start": 3123.02, "end": 3123.16, "word": " ال", "probability": 0.76611328125}, {"start": 3123.16, "end": 3123.36, "word": " node", "probability": 0.9169921875}, {"start": 3123.36, "end": 3123.84, "word": " هذه", "probability": 0.58154296875}, {"start": 3123.84, "end": 3125.6, "word": " activation", "probability": 0.8857421875}, {"start": 3125.6, "end": 3126.06, "word": " function", "probability": 0.9638671875}, {"start": 3126.06, "end": 3126.26, "word": " بتاعة", "probability": 0.7000325520833334}, {"start": 3126.26, "end": 3126.38, "word": " ال", "probability": 0.3974609375}, {"start": 3126.38, "end": 3126.86, "word": " sigmoid", "probability": 0.7540690104166666}, {"start": 3126.86, "end": 3128.02, "word": " برضه", "probability": 0.9695638020833334}, {"start": 3128.02, "end": 3128.44, "word": " زي", "probability": 0.982421875}, {"start": 3128.44, "end": 3128.54, "word": " ما", "probability": 0.978515625}, {"start": 3128.54, "end": 3128.78, "word": " عملنا", "probability": 0.9747721354166666}, {"start": 3128.78, "end": 3128.86, "word": " في", "probability": 0.95263671875}, {"start": 3128.86, "end": 3128.96, "word": " ال", "probability": 0.97607421875}, {"start": 3128.96, "end": 3129.3, "word": " output", "probability": 0.97216796875}, {"start": 3129.3, "end": 3129.82, "word": " معنى", "probability": 0.82763671875}, {"start": 3129.82, "end": 3130.02, "word": " ذلك", "probability": 0.990966796875}, {"start": 3130.02, "end": 3130.32, "word": " أنه", "probability": 0.69384765625}, {"start": 3130.32, "end": 3130.78, "word": " ال", "probability": 0.96875}, {"start": 3130.78, "end": 3131.32, "word": " E1", "probability": 0.940185546875}, {"start": 3131.32, "end": 3131.74, "word": " هذي", "probability": 0.6106770833333334}, {"start": 3131.74, "end": 3131.92, "word": " ال", "probability": 0.8271484375}, {"start": 3131.92, "end": 3132.86, "word": " Ej", "probability": 0.59173583984375}, {"start": 3132.86, "end": 3133.16, "word": " هذي", "probability": 0.90576171875}, {"start": 3133.16, "end": 3133.28, "word": " اللي", "probability": 0.981201171875}, {"start": 3133.28, "end": 3133.58, "word": " طلعت", "probability": 0.9777018229166666}, {"start": 3133.58, "end": 3133.92, "word": " عندي", "probability": 0.7366943359375}, {"start": 3133.92, "end": 3134.2, "word": " هنا", "probability": 0.99560546875}], "temperature": 1.0}, {"id": 136, "seek": 315742, "start": 3135.22, "end": 3157.42, "text": "هذه كلها على بعضها كانت تمثل Ej طبعا في ال iteration P هذه بدنا نرجع نضربها في مين؟ في ال activation .. في ال derivative تبع ال activation function فهي ال derivative أو معدل التغير تبع مين؟ تبع ال sigmoid عشان نجيب ال error جبل ال sigmoid", "tokens": [3224, 24192, 28242, 11296, 15844, 45030, 11242, 11296, 25961, 2655, 46811, 12984, 1211, 462, 73, 23032, 3555, 3615, 995, 8978, 2423, 24784, 430, 8032, 8848, 3224, 47525, 8315, 8717, 47341, 3615, 8717, 11242, 25513, 11296, 8978, 3714, 9957, 22807, 8978, 2423, 24433, 4386, 8978, 2423, 13760, 6055, 3555, 3615, 2423, 24433, 2445, 6156, 3224, 1829, 2423, 13760, 34051, 20449, 3215, 1211, 16712, 17082, 13546, 6055, 3555, 3615, 3714, 9957, 22807, 6055, 3555, 3615, 2423, 4556, 3280, 327, 6225, 8592, 7649, 8717, 7435, 1829, 3555, 2423, 6713, 10874, 36150, 2423, 4556, 3280, 327], "avg_logprob": -0.20262097286921676, "compression_ratio": 1.736318407960199, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 3135.22, "end": 3135.56, "word": "هذه", "probability": 0.8720703125}, {"start": 3135.56, "end": 3135.94, "word": " كلها", "probability": 0.6824951171875}, {"start": 3135.94, "end": 3136.08, "word": " على", "probability": 0.55224609375}, {"start": 3136.08, "end": 3136.5, "word": " بعضها", "probability": 0.9892578125}, {"start": 3136.5, "end": 3136.92, "word": " كانت", "probability": 0.94140625}, {"start": 3136.92, "end": 3137.44, "word": " تمثل", "probability": 0.9287109375}, {"start": 3137.44, "end": 3139.3, "word": " Ej", "probability": 0.398193359375}, {"start": 3139.3, "end": 3140.36, "word": " طبعا", "probability": 0.86041259765625}, {"start": 3140.36, "end": 3140.46, "word": " في", "probability": 0.6337890625}, {"start": 3140.46, "end": 3140.54, "word": " ال", "probability": 0.91064453125}, {"start": 3140.54, "end": 3140.8, "word": " iteration", "probability": 0.44921875}, {"start": 3140.8, "end": 3141.16, "word": " P", "probability": 0.548828125}, {"start": 3141.16, "end": 3142.78, "word": " هذه", "probability": 0.451904296875}, {"start": 3142.78, "end": 3142.94, "word": " بدنا", "probability": 0.790771484375}, {"start": 3142.94, "end": 3143.22, "word": " نرجع", "probability": 0.779052734375}, {"start": 3143.22, "end": 3143.56, "word": " نضربها", "probability": 0.985595703125}, {"start": 3143.56, "end": 3143.72, "word": " في", "probability": 0.85400390625}, {"start": 3143.72, "end": 3144.18, "word": " مين؟", "probability": 0.7276204427083334}, {"start": 3144.18, "end": 3144.3, "word": " في", "probability": 0.90087890625}, {"start": 3144.3, "end": 3144.54, "word": " ال", "probability": 0.94580078125}, {"start": 3144.54, "end": 3145.34, "word": " activation", "probability": 0.80908203125}, {"start": 3145.34, "end": 3145.7, "word": " ..", "probability": 0.404541015625}, {"start": 3145.7, "end": 3145.78, "word": " في", "probability": 0.80419921875}, {"start": 3145.78, "end": 3145.92, "word": " ال", "probability": 0.90087890625}, {"start": 3145.92, "end": 3146.16, "word": " derivative", "probability": 0.95751953125}, {"start": 3146.16, "end": 3146.38, "word": " تبع", "probability": 0.8109537760416666}, {"start": 3146.38, "end": 3146.48, "word": " ال", "probability": 0.83251953125}, {"start": 3146.48, "end": 3146.76, "word": " activation", "probability": 0.9833984375}, {"start": 3146.76, "end": 3147.22, "word": " function", "probability": 0.97021484375}, {"start": 3147.22, "end": 3147.7, "word": " فهي", "probability": 0.84814453125}, {"start": 3147.7, "end": 3147.82, "word": " ال", "probability": 0.849609375}, {"start": 3147.82, "end": 3148.12, "word": " derivative", "probability": 0.96435546875}, {"start": 3148.12, "end": 3148.28, "word": " أو", "probability": 0.60693359375}, {"start": 3148.28, "end": 3148.66, "word": " معدل", "probability": 0.7908528645833334}, {"start": 3148.66, "end": 3149.24, "word": " التغير", "probability": 0.95947265625}, {"start": 3149.24, "end": 3149.8, "word": " تبع", "probability": 0.9794921875}, {"start": 3149.8, "end": 3150.44, "word": " مين؟", "probability": 0.9352213541666666}, {"start": 3150.44, "end": 3151.62, "word": " تبع", "probability": 0.9892578125}, {"start": 3151.62, "end": 3152.04, "word": " ال", "probability": 0.8935546875}, {"start": 3152.04, "end": 3152.74, "word": " sigmoid", "probability": 0.8280436197916666}, {"start": 3152.74, "end": 3154.72, "word": " عشان", "probability": 0.9602864583333334}, {"start": 3154.72, "end": 3155.48, "word": " نجيب", "probability": 0.9813232421875}, {"start": 3155.48, "end": 3155.7, "word": " ال", "probability": 0.8916015625}, {"start": 3155.7, "end": 3156.08, "word": " error", "probability": 0.927734375}, {"start": 3156.08, "end": 3156.72, "word": " جبل", "probability": 0.890380859375}, {"start": 3156.72, "end": 3156.9, "word": " ال", "probability": 0.919921875}, {"start": 3156.9, "end": 3157.42, "word": " sigmoid", "probability": 0.9210611979166666}], "temperature": 1.0}, {"id": 137, "seek": 317807, "start": 3158.15, "end": 3178.07, "text": "فصارت Delta J بدل EJ اللي هي القيمة اللي هنا Delta J أتوقع ان حلت الآن زي ما كنا عملنا في ال Delta اللي هنا بنرجع نعمل في ال Delta اللي هنا ال Delta هذه هي ضربناها في معدلتنا التانية", "tokens": [5172, 9381, 9640, 2655, 18183, 508, 47525, 1211, 462, 41, 13672, 1829, 39896, 25062, 32640, 3660, 13672, 1829, 34105, 18183, 508, 5551, 2655, 30543, 3615, 16472, 11331, 1211, 2655, 6024, 48506, 30767, 1829, 19446, 9122, 8315, 6225, 42213, 8315, 8978, 2423, 18183, 13672, 1829, 34105, 44945, 47341, 3615, 8717, 25957, 1211, 8978, 2423, 18183, 13672, 1829, 34105, 2423, 18183, 29538, 39896, 48812, 25513, 8315, 11296, 8978, 20449, 3215, 1211, 2655, 8315, 16712, 7649, 10632], "avg_logprob": -0.1641666607062022, "compression_ratio": 1.85, "no_speech_prob": 1.0132789611816406e-06, "words": [{"start": 3158.15, "end": 3158.73, "word": "فصارت", "probability": 0.91845703125}, {"start": 3158.73, "end": 3159.23, "word": " Delta", "probability": 0.287109375}, {"start": 3159.23, "end": 3160.21, "word": " J", "probability": 0.7119140625}, {"start": 3160.21, "end": 3160.87, "word": " بدل", "probability": 0.953125}, {"start": 3160.87, "end": 3161.69, "word": " EJ", "probability": 0.70166015625}, {"start": 3161.69, "end": 3162.15, "word": " اللي", "probability": 0.740478515625}, {"start": 3162.15, "end": 3162.33, "word": " هي", "probability": 0.95068359375}, {"start": 3162.33, "end": 3162.73, "word": " القيمة", "probability": 0.91748046875}, {"start": 3162.73, "end": 3162.85, "word": " اللي", "probability": 0.938232421875}, {"start": 3162.85, "end": 3163.07, "word": " هنا", "probability": 0.98828125}, {"start": 3163.07, "end": 3164.17, "word": " Delta", "probability": 0.83203125}, {"start": 3164.17, "end": 3164.95, "word": " J", "probability": 0.9404296875}, {"start": 3164.95, "end": 3167.25, "word": " أتوقع", "probability": 0.8857421875}, {"start": 3167.25, "end": 3167.37, "word": " ان", "probability": 0.7119140625}, {"start": 3167.37, "end": 3167.83, "word": " حلت", "probability": 0.8146158854166666}, {"start": 3167.83, "end": 3169.19, "word": " الآن", "probability": 0.633544921875}, {"start": 3169.19, "end": 3169.69, "word": " زي", "probability": 0.971923828125}, {"start": 3169.69, "end": 3169.79, "word": " ما", "probability": 0.97900390625}, {"start": 3169.79, "end": 3170.01, "word": " كنا", "probability": 0.96484375}, {"start": 3170.01, "end": 3170.33, "word": " عملنا", "probability": 0.9202473958333334}, {"start": 3170.33, "end": 3170.43, "word": " في", "probability": 0.91845703125}, {"start": 3170.43, "end": 3170.55, "word": " ال", "probability": 0.92333984375}, {"start": 3170.55, "end": 3170.75, "word": " Delta", "probability": 0.591796875}, {"start": 3170.75, "end": 3170.91, "word": " اللي", "probability": 0.9716796875}, {"start": 3170.91, "end": 3171.13, "word": " هنا", "probability": 0.994140625}, {"start": 3171.13, "end": 3171.67, "word": " بنرجع", "probability": 0.8243815104166666}, {"start": 3171.67, "end": 3171.93, "word": " نعمل", "probability": 0.9913736979166666}, {"start": 3171.93, "end": 3172.03, "word": " في", "probability": 0.9599609375}, {"start": 3172.03, "end": 3172.13, "word": " ال", "probability": 0.869140625}, {"start": 3172.13, "end": 3172.31, "word": " Delta", "probability": 0.8974609375}, {"start": 3172.31, "end": 3172.49, "word": " اللي", "probability": 0.986328125}, {"start": 3172.49, "end": 3172.75, "word": " هنا", "probability": 0.990234375}, {"start": 3172.75, "end": 3173.73, "word": " ال", "probability": 0.8896484375}, {"start": 3173.73, "end": 3173.97, "word": " Delta", "probability": 0.91259765625}, {"start": 3173.97, "end": 3174.39, "word": " هذه", "probability": 0.64013671875}, {"start": 3174.39, "end": 3174.95, "word": " هي", "probability": 0.48974609375}, {"start": 3174.95, "end": 3175.97, "word": " ضربناها", "probability": 0.87158203125}, {"start": 3175.97, "end": 3176.69, "word": " في", "probability": 0.9609375}, {"start": 3176.69, "end": 3177.59, "word": " معدلتنا", "probability": 0.82177734375}, {"start": 3177.59, "end": 3178.07, "word": " التانية", "probability": 0.9666341145833334}], "temperature": 1.0}, {"id": 138, "seek": 320693, "start": 3178.83, "end": 3206.93, "text": "المعادلة التانية Delta اللي طلعت ضربناها في ال X اللي خاصة فيها في Alpha عشان نجيب Delta I J Delta I J إذا جيبنا Delta I J هذه القيمة بنضيفها على ال W القديمة فما دام جيبنا Delta W I J بنضيفها على W I J القديمة فبنجيب قيمة جديدة لالموضوع هذا في الآخر بس نخلص هذا الكلام بنرجع لل step رقم 2", "tokens": [45340, 3615, 18513, 37977, 16712, 7649, 10632, 18183, 13672, 1829, 23032, 1211, 34268, 48812, 25513, 8315, 11296, 8978, 2423, 1783, 13672, 1829, 16490, 33546, 3660, 8978, 11296, 8978, 20588, 6225, 8592, 7649, 8717, 7435, 1829, 3555, 18183, 286, 508, 18183, 286, 508, 11933, 15730, 10874, 1829, 3555, 8315, 18183, 286, 508, 29538, 25062, 32640, 3660, 44945, 11242, 33911, 11296, 15844, 2423, 343, 25062, 16254, 46007, 6156, 15042, 11778, 10943, 10874, 1829, 3555, 8315, 18183, 343, 286, 508, 44945, 11242, 33911, 11296, 15844, 343, 286, 508, 25062, 16254, 46007, 6156, 3555, 1863, 7435, 1829, 3555, 12174, 32640, 3660, 10874, 16254, 41891, 5296, 45340, 2407, 11242, 45367, 23758, 8978, 6024, 95, 34740, 4724, 3794, 8717, 9778, 1211, 9381, 23758, 2423, 28820, 10943, 44945, 47341, 3615, 24976, 1823, 12602, 4587, 2304, 568], "avg_logprob": -0.13509615911887243, "compression_ratio": 1.970464135021097, "no_speech_prob": 3.635883331298828e-06, "words": [{"start": 3178.83, "end": 3179.33, "word": "المعادلة", "probability": 0.9317626953125}, {"start": 3179.33, "end": 3179.71, "word": " التانية", "probability": 0.9567057291666666}, {"start": 3179.71, "end": 3180.39, "word": " Delta", "probability": 0.145263671875}, {"start": 3180.39, "end": 3180.63, "word": " اللي", "probability": 0.636962890625}, {"start": 3180.63, "end": 3180.95, "word": " طلعت", "probability": 0.96728515625}, {"start": 3180.95, "end": 3181.37, "word": " ضربناها", "probability": 0.94091796875}, {"start": 3181.37, "end": 3181.47, "word": " في", "probability": 0.9248046875}, {"start": 3181.47, "end": 3181.59, "word": " ال", "probability": 0.763671875}, {"start": 3181.59, "end": 3181.87, "word": " X", "probability": 0.765625}, {"start": 3181.87, "end": 3182.19, "word": " اللي", "probability": 0.95361328125}, {"start": 3182.19, "end": 3182.57, "word": " خاصة", "probability": 0.88134765625}, {"start": 3182.57, "end": 3182.83, "word": " فيها", "probability": 0.915283203125}, {"start": 3182.83, "end": 3183.33, "word": " في", "probability": 0.921875}, {"start": 3183.33, "end": 3184.25, "word": " Alpha", "probability": 0.8662109375}, {"start": 3184.25, "end": 3184.85, "word": " عشان", "probability": 0.9523111979166666}, {"start": 3184.85, "end": 3185.17, "word": " نجيب", "probability": 0.9918212890625}, {"start": 3185.17, "end": 3185.65, "word": " Delta", "probability": 0.8095703125}, {"start": 3185.65, "end": 3186.13, "word": " I", "probability": 0.82763671875}, {"start": 3186.13, "end": 3186.65, "word": " J", "probability": 0.53759765625}, {"start": 3186.65, "end": 3187.11, "word": " Delta", "probability": 0.366455078125}, {"start": 3187.11, "end": 3187.41, "word": " I", "probability": 0.97998046875}, {"start": 3187.41, "end": 3187.93, "word": " J", "probability": 0.8427734375}, {"start": 3187.93, "end": 3188.31, "word": " إذا", "probability": 0.8759765625}, {"start": 3188.31, "end": 3188.77, "word": " جيبنا", "probability": 0.874755859375}, {"start": 3188.77, "end": 3188.99, "word": " Delta", "probability": 0.892578125}, {"start": 3188.99, "end": 3189.31, "word": " I", "probability": 0.98876953125}, {"start": 3189.31, "end": 3189.49, "word": " J", "probability": 0.83935546875}, {"start": 3189.49, "end": 3189.97, "word": " هذه", "probability": 0.47119140625}, {"start": 3189.97, "end": 3190.47, "word": " القيمة", "probability": 0.9767252604166666}, {"start": 3190.47, "end": 3191.27, "word": " بنضيفها", "probability": 0.9547119140625}, {"start": 3191.27, "end": 3191.89, "word": " على", "probability": 0.91259765625}, {"start": 3191.89, "end": 3192.41, "word": " ال", "probability": 0.97119140625}, {"start": 3192.41, "end": 3192.63, "word": " W", "probability": 0.86181640625}, {"start": 3192.63, "end": 3193.19, "word": " القديمة", "probability": 0.962890625}, {"start": 3193.19, "end": 3193.59, "word": " فما", "probability": 0.805419921875}, {"start": 3193.59, "end": 3193.71, "word": " دام", "probability": 0.804931640625}, {"start": 3193.71, "end": 3194.09, "word": " جيبنا", "probability": 0.9849853515625}, {"start": 3194.09, "end": 3194.77, "word": " Delta", "probability": 0.9267578125}, {"start": 3194.77, "end": 3195.15, "word": " W", "probability": 0.7958984375}, {"start": 3195.15, "end": 3195.39, "word": " I", "probability": 0.880859375}, {"start": 3195.39, "end": 3195.65, "word": " J", "probability": 0.921875}, {"start": 3195.65, "end": 3196.95, "word": " بنضيفها", "probability": 0.9453125}, {"start": 3196.95, "end": 3197.17, "word": " على", "probability": 0.89404296875}, {"start": 3197.17, "end": 3197.89, "word": " W", "probability": 0.422607421875}, {"start": 3197.89, "end": 3198.21, "word": " I", "probability": 0.92236328125}, {"start": 3198.21, "end": 3198.45, "word": " J", "probability": 0.95654296875}, {"start": 3198.45, "end": 3199.13, "word": " القديمة", "probability": 0.9700520833333334}, {"start": 3199.13, "end": 3199.67, "word": " فبنجيب", "probability": 0.948486328125}, {"start": 3199.67, "end": 3200.03, "word": " قيمة", "probability": 0.9938151041666666}, {"start": 3200.03, "end": 3200.69, "word": " جديدة", "probability": 0.98388671875}, {"start": 3200.69, "end": 3202.95, "word": " لالموضوع", "probability": 0.88466796875}, {"start": 3202.95, "end": 3203.23, "word": " هذا", "probability": 0.69189453125}, {"start": 3203.23, "end": 3203.65, "word": " في", "probability": 0.79248046875}, {"start": 3203.65, "end": 3204.05, "word": " الآخر", "probability": 0.9698893229166666}, {"start": 3204.05, "end": 3204.41, "word": " بس", "probability": 0.959716796875}, {"start": 3204.41, "end": 3204.87, "word": " نخلص", "probability": 0.9837646484375}, {"start": 3204.87, "end": 3205.03, "word": " هذا", "probability": 0.9609375}, {"start": 3205.03, "end": 3205.45, "word": " الكلام", "probability": 0.9767252604166666}, {"start": 3205.45, "end": 3206.05, "word": " بنرجع", "probability": 0.95263671875}, {"start": 3206.05, "end": 3206.19, "word": " لل", "probability": 0.53369140625}, {"start": 3206.19, "end": 3206.43, "word": " step", "probability": 0.320556640625}, {"start": 3206.43, "end": 3206.67, "word": " رقم", "probability": 0.9720052083333334}, {"start": 3206.67, "end": 3206.93, "word": " 2", "probability": 0.55908203125}], "temperature": 1.0}, {"id": 139, "seek": 323231, "start": 3207.87, "end": 3232.31, "text": "بعد إيش؟ بعد ما نكون عدلنا كل ال weights عدلنا ال weights في ال output في ال output matrix weights و في ال input matrix weights بنعمل عملية iteration بنرجع نعمل activation كمان مرة اللي هي إيش؟ أدخل كمان مرة ال input على الأوزان الجديدة اللي اتعدلت و أشوف جديش صارت قيمة ال error و أرجع أعيد كمان مرة", "tokens": [3555, 22488, 11933, 1829, 8592, 22807, 39182, 19446, 8717, 30544, 6225, 3215, 1211, 8315, 28242, 2423, 17443, 6225, 3215, 1211, 8315, 2423, 17443, 8978, 2423, 5598, 8978, 2423, 5598, 8141, 17443, 4032, 8978, 2423, 4846, 8141, 17443, 44945, 25957, 1211, 6225, 42213, 10632, 24784, 44945, 47341, 3615, 8717, 25957, 1211, 24433, 9122, 2304, 7649, 3714, 25720, 13672, 1829, 39896, 11933, 1829, 8592, 22807, 5551, 3215, 9778, 1211, 9122, 2304, 7649, 3714, 25720, 2423, 4846, 15844, 16247, 2407, 11622, 7649, 25724, 16254, 41891, 13672, 1829, 1975, 2655, 22488, 1211, 2655, 4032, 5551, 8592, 38688, 10874, 16254, 8592, 20328, 9640, 2655, 12174, 32640, 3660, 2423, 6713, 4032, 5551, 47341, 3615, 5551, 3615, 25708, 9122, 2304, 7649, 3714, 25720], "avg_logprob": -0.13107638175670916, "compression_ratio": 1.974025974025974, "no_speech_prob": 0.0, "words": [{"start": 3207.87, "end": 3208.21, "word": "بعد", "probability": 0.817138671875}, {"start": 3208.21, "end": 3208.63, "word": " إيش؟", "probability": 0.6834716796875}, {"start": 3208.63, "end": 3208.79, "word": " بعد", "probability": 0.9453125}, {"start": 3208.79, "end": 3208.91, "word": " ما", "probability": 0.7734375}, {"start": 3208.91, "end": 3209.13, "word": " نكون", "probability": 0.5806884765625}, {"start": 3209.13, "end": 3209.69, "word": " عدلنا", "probability": 0.9327392578125}, {"start": 3209.69, "end": 3210.15, "word": " كل", "probability": 0.978515625}, {"start": 3210.15, "end": 3210.41, "word": " ال", "probability": 0.99267578125}, {"start": 3210.41, "end": 3210.75, "word": " weights", "probability": 0.74267578125}, {"start": 3210.75, "end": 3211.77, "word": " عدلنا", "probability": 0.9302978515625}, {"start": 3211.77, "end": 3212.17, "word": " ال", "probability": 0.99462890625}, {"start": 3212.17, "end": 3212.43, "word": " weights", "probability": 0.8046875}, {"start": 3212.43, "end": 3212.63, "word": " في", "probability": 0.97021484375}, {"start": 3212.63, "end": 3212.77, "word": " ال", "probability": 0.90771484375}, {"start": 3212.77, "end": 3213.13, "word": " output", "probability": 0.9775390625}, {"start": 3213.13, "end": 3214.19, "word": " في", "probability": 0.607421875}, {"start": 3214.19, "end": 3214.27, "word": " ال", "probability": 0.9765625}, {"start": 3214.27, "end": 3214.59, "word": " output", "probability": 0.9677734375}, {"start": 3214.59, "end": 3215.73, "word": " matrix", "probability": 0.77734375}, {"start": 3215.73, "end": 3217.17, "word": " weights", "probability": 0.55859375}, {"start": 3217.17, "end": 3217.55, "word": " و", "probability": 0.92138671875}, {"start": 3217.55, "end": 3217.65, "word": " في", "probability": 0.4130859375}, {"start": 3217.65, "end": 3217.75, "word": " ال", "probability": 0.93701171875}, {"start": 3217.75, "end": 3217.97, "word": " input", "probability": 0.94140625}, {"start": 3217.97, "end": 3218.49, "word": " matrix", "probability": 0.9521484375}, {"start": 3218.49, "end": 3218.87, "word": " weights", "probability": 0.84814453125}, {"start": 3218.87, "end": 3219.75, "word": " بنعمل", "probability": 0.9695638020833334}, {"start": 3219.75, "end": 3219.97, "word": " عملية", "probability": 0.990234375}, {"start": 3219.97, "end": 3220.41, "word": " iteration", "probability": 0.8193359375}, {"start": 3220.41, "end": 3220.89, "word": " بنرجع", "probability": 0.830078125}, {"start": 3220.89, "end": 3221.17, "word": " نعمل", "probability": 0.96826171875}, {"start": 3221.17, "end": 3221.67, "word": " activation", "probability": 0.98681640625}, {"start": 3221.67, "end": 3222.05, "word": " كمان", "probability": 0.9886067708333334}, {"start": 3222.05, "end": 3222.45, "word": " مرة", "probability": 0.980712890625}, {"start": 3222.45, "end": 3223.09, "word": " اللي", "probability": 0.914306640625}, {"start": 3223.09, "end": 3223.27, "word": " هي", "probability": 0.89453125}, {"start": 3223.27, "end": 3223.95, "word": " إيش؟", "probability": 0.69818115234375}, {"start": 3223.95, "end": 3224.35, "word": " أدخل", "probability": 0.96337890625}, {"start": 3224.35, "end": 3224.59, "word": " كمان", "probability": 0.9871419270833334}, {"start": 3224.59, "end": 3224.79, "word": " مرة", "probability": 0.9892578125}, {"start": 3224.79, "end": 3224.91, "word": " ال", "probability": 0.95703125}, {"start": 3224.91, "end": 3225.33, "word": " input", "probability": 0.97998046875}, {"start": 3225.33, "end": 3226.51, "word": " على", "probability": 0.84130859375}, {"start": 3226.51, "end": 3226.91, "word": " الأوزان", "probability": 0.949951171875}, {"start": 3226.91, "end": 3227.25, "word": " الجديدة", "probability": 0.9558919270833334}, {"start": 3227.25, "end": 3227.35, "word": " اللي", "probability": 0.90966796875}, {"start": 3227.35, "end": 3227.95, "word": " اتعدلت", "probability": 0.93486328125}, {"start": 3227.95, "end": 3228.37, "word": " و", "probability": 0.7958984375}, {"start": 3228.37, "end": 3228.57, "word": " أشوف", "probability": 0.9627278645833334}, {"start": 3228.57, "end": 3228.91, "word": " جديش", "probability": 0.5967610677083334}, {"start": 3228.91, "end": 3229.17, "word": " صارت", "probability": 0.9659830729166666}, {"start": 3229.17, "end": 3229.41, "word": " قيمة", "probability": 0.99365234375}, {"start": 3229.41, "end": 3229.51, "word": " ال", "probability": 0.89404296875}, {"start": 3229.51, "end": 3230.29, "word": " error", "probability": 0.81591796875}, {"start": 3230.29, "end": 3231.13, "word": " و", "probability": 0.90771484375}, {"start": 3231.13, "end": 3231.45, "word": " أرجع", "probability": 0.9485677083333334}, {"start": 3231.45, "end": 3231.73, "word": " أعيد", "probability": 0.97900390625}, {"start": 3231.73, "end": 3232.01, "word": " كمان", "probability": 0.9918619791666666}, {"start": 3232.01, "end": 3232.31, "word": " مرة", "probability": 0.996337890625}], "temperature": 1.0}, {"id": 140, "seek": 325798, "start": 3233.1, "end": 3257.98, "text": "نرجع للخطوة تلاتة واربعا سوان ففي الحالة هذه بنقدر نعمل عملية iteration برضه ونشوف أكم iteration محتاج عشان فعلا أصل لمرحلة أنه ال error يكاد يكون zero أو يعمل convergence بدنا نوّي بس لشغل أن convergence مش معناه ذلك أنه يعمل للصفر convergence لو هو بيعمل convergence يعني لو هذه معادلة معادلة ال error مثلا وهيو بينزل ال error أنا مش هقعد أستنى لما أصل لل zero", "tokens": [1863, 47341, 3615, 24976, 9778, 9566, 2407, 3660, 6055, 1211, 9307, 3660, 4032, 9640, 3555, 3615, 995, 8608, 2407, 7649, 6156, 41185, 21542, 6027, 3660, 29538, 44945, 28543, 2288, 8717, 25957, 1211, 6225, 42213, 10632, 24784, 4724, 43042, 3224, 4032, 1863, 8592, 38688, 5551, 24793, 24784, 3714, 33753, 26108, 6225, 8592, 7649, 6156, 3615, 15040, 5551, 36520, 5296, 29973, 5016, 37977, 14739, 3224, 2423, 6713, 7251, 4117, 18513, 7251, 30544, 4018, 34051, 7251, 25957, 1211, 32181, 47525, 8315, 8717, 2407, 11703, 1829, 4724, 3794, 5296, 8592, 17082, 1211, 14739, 32181, 37893, 20449, 8315, 3224, 29910, 23275, 14739, 3224, 7251, 25957, 1211, 24976, 9381, 5172, 2288, 32181, 45164, 31439, 4724, 1829, 25957, 1211, 32181, 37495, 22653, 45164, 29538, 20449, 18513, 37977, 20449, 18513, 37977, 2423, 6713, 50113, 15040, 37037, 1829, 2407, 4724, 9957, 11622, 1211, 2423, 6713, 41850, 37893, 8032, 4587, 22488, 5551, 14851, 1863, 7578, 5296, 15042, 5551, 36520, 24976, 4018], "avg_logprob": -0.2245065813982173, "compression_ratio": 1.8786885245901639, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3233.1, "end": 3233.48, "word": "نرجع", "probability": 0.71484375}, {"start": 3233.48, "end": 3233.82, "word": " للخطوة", "probability": 0.8791015625}, {"start": 3233.82, "end": 3234.14, "word": " تلاتة", "probability": 0.9027099609375}, {"start": 3234.14, "end": 3234.6, "word": " واربعا", "probability": 0.6646484375}, {"start": 3234.6, "end": 3234.9, "word": " سوان", "probability": 0.4443766276041667}, {"start": 3234.9, "end": 3235.92, "word": " ففي", "probability": 0.681640625}, {"start": 3235.92, "end": 3236.22, "word": " الحالة", "probability": 0.9298502604166666}, {"start": 3236.22, "end": 3236.36, "word": " هذه", "probability": 0.70703125}, {"start": 3236.36, "end": 3236.72, "word": " بنقدر", "probability": 0.9098307291666666}, {"start": 3236.72, "end": 3236.94, "word": " نعمل", "probability": 0.9952799479166666}, {"start": 3236.94, "end": 3237.22, "word": " عملية", "probability": 0.9783528645833334}, {"start": 3237.22, "end": 3237.64, "word": " iteration", "probability": 0.74658203125}, {"start": 3237.64, "end": 3238.1, "word": " برضه", "probability": 0.9710286458333334}, {"start": 3238.1, "end": 3239.48, "word": " ونشوف", "probability": 0.8814697265625}, {"start": 3239.48, "end": 3239.74, "word": " أكم", "probability": 0.6522216796875}, {"start": 3239.74, "end": 3240.08, "word": " iteration", "probability": 0.380126953125}, {"start": 3240.08, "end": 3240.52, "word": " محتاج", "probability": 0.984375}, {"start": 3240.52, "end": 3240.76, "word": " عشان", "probability": 0.9402669270833334}, {"start": 3240.76, "end": 3241.06, "word": " فعلا", "probability": 0.7916666666666666}, {"start": 3241.06, "end": 3241.44, "word": " أصل", "probability": 0.845947265625}, {"start": 3241.44, "end": 3241.96, "word": " لمرحلة", "probability": 0.90625}, {"start": 3241.96, "end": 3242.24, "word": " أنه", "probability": 0.632568359375}, {"start": 3242.24, "end": 3242.34, "word": " ال", "probability": 0.93798828125}, {"start": 3242.34, "end": 3242.66, "word": " error", "probability": 0.86083984375}, {"start": 3242.66, "end": 3243.54, "word": " يكاد", "probability": 0.8575846354166666}, {"start": 3243.54, "end": 3243.8, "word": " يكون", "probability": 0.982177734375}, {"start": 3243.8, "end": 3244.1, "word": " zero", "probability": 0.54248046875}, {"start": 3244.1, "end": 3244.34, "word": " أو", "probability": 0.79638671875}, {"start": 3244.34, "end": 3244.6, "word": " يعمل", "probability": 0.97412109375}, {"start": 3244.6, "end": 3245.28, "word": " convergence", "probability": 0.60009765625}, {"start": 3245.28, "end": 3246.34, "word": " بدنا", "probability": 0.728271484375}, {"start": 3246.34, "end": 3246.78, "word": " نوّي", "probability": 0.72589111328125}, {"start": 3246.78, "end": 3246.94, "word": " بس", "probability": 0.956298828125}, {"start": 3246.94, "end": 3247.26, "word": " لشغل", "probability": 0.87548828125}, {"start": 3247.26, "end": 3247.4, "word": " أن", "probability": 0.254638671875}, {"start": 3247.4, "end": 3247.84, "word": " convergence", "probability": 0.74951171875}, {"start": 3247.84, "end": 3248.08, "word": " مش", "probability": 0.9091796875}, {"start": 3248.08, "end": 3248.34, "word": " معناه", "probability": 0.84716796875}, {"start": 3248.34, "end": 3248.5, "word": " ذلك", "probability": 0.804443359375}, {"start": 3248.5, "end": 3248.66, "word": " أنه", "probability": 0.873291015625}, {"start": 3248.66, "end": 3248.94, "word": " يعمل", "probability": 0.9754231770833334}, {"start": 3248.94, "end": 3249.32, "word": " للصفر", "probability": 0.79541015625}, {"start": 3249.32, "end": 3249.98, "word": " convergence", "probability": 0.56005859375}, {"start": 3249.98, "end": 3250.32, "word": " لو", "probability": 0.235595703125}, {"start": 3250.32, "end": 3250.44, "word": " هو", "probability": 0.93603515625}, {"start": 3250.44, "end": 3250.7, "word": " بيعمل", "probability": 0.9349365234375}, {"start": 3250.7, "end": 3251.44, "word": " convergence", "probability": 0.94091796875}, {"start": 3251.44, "end": 3252.16, "word": " يعني", "probability": 0.96533203125}, {"start": 3252.16, "end": 3252.4, "word": " لو", "probability": 0.97900390625}, {"start": 3252.4, "end": 3252.58, "word": " هذه", "probability": 0.6064453125}, {"start": 3252.58, "end": 3253.06, "word": " معادلة", "probability": 0.96630859375}, {"start": 3253.06, "end": 3253.56, "word": " معادلة", "probability": 0.8712565104166666}, {"start": 3253.56, "end": 3253.76, "word": " ال", "probability": 0.91943359375}, {"start": 3253.76, "end": 3254.08, "word": " error", "probability": 0.9375}, {"start": 3254.08, "end": 3254.6, "word": " مثلا", "probability": 0.9794921875}, {"start": 3254.6, "end": 3255.24, "word": " وهيو", "probability": 0.726318359375}, {"start": 3255.24, "end": 3255.64, "word": " بينزل", "probability": 0.8160400390625}, {"start": 3255.64, "end": 3255.76, "word": " ال", "probability": 0.974609375}, {"start": 3255.76, "end": 3256.02, "word": " error", "probability": 0.9560546875}, {"start": 3256.02, "end": 3256.44, "word": " أنا", "probability": 0.74853515625}, {"start": 3256.44, "end": 3256.58, "word": " مش", "probability": 0.970703125}, {"start": 3256.58, "end": 3256.78, "word": " هقعد", "probability": 0.7115885416666666}, {"start": 3256.78, "end": 3257.14, "word": " أستنى", "probability": 0.956787109375}, {"start": 3257.14, "end": 3257.3, "word": " لما", "probability": 0.89013671875}, {"start": 3257.3, "end": 3257.48, "word": " أصل", "probability": 0.5653076171875}, {"start": 3257.48, "end": 3257.66, "word": " لل", "probability": 0.87158203125}, {"start": 3257.66, "end": 3257.98, "word": " zero", "probability": 0.7890625}], "temperature": 1.0}, {"id": 141, "seek": 327779, "start": 3258.77, "end": 3277.79, "text": "convergence مع tolerance level معين يعني انا ممكن اقول انه انا هتقبل منك لو واحد من الف ال error فكأنه هاي المعدل تبعي امتى بيعمل convergence مع ال tolerance بقول انه خلاص صار في end ال convergence وقف خلاص هاي عدد ال iterations اللي اشتغلناها وقفنا الحل", "tokens": [1671, 331, 15260, 20449, 23368, 1496, 20449, 9957, 37495, 22653, 1975, 8315, 3714, 43020, 1975, 39648, 16472, 3224, 1975, 8315, 8032, 2655, 4587, 36150, 9154, 4117, 45164, 36764, 24401, 9154, 27188, 2423, 6713, 6156, 4117, 33456, 3224, 8032, 47302, 9673, 22488, 1211, 6055, 3555, 3615, 1829, 1975, 2304, 49975, 4724, 1829, 25957, 1211, 32181, 20449, 2423, 23368, 4724, 39648, 16472, 3224, 16490, 1211, 33546, 20328, 9640, 8978, 917, 2423, 32181, 4032, 4587, 5172, 16490, 1211, 33546, 8032, 47302, 6225, 3215, 3215, 2423, 36540, 13672, 1829, 1975, 8592, 2655, 17082, 1211, 8315, 11296, 4032, 4587, 5172, 8315, 21542, 1211], "avg_logprob": -0.16019570074900233, "compression_ratio": 1.7716894977168949, "no_speech_prob": 8.344650268554688e-07, "words": [{"start": 3258.77, "end": 3259.45, "word": "convergence", "probability": 0.6818033854166666}, {"start": 3259.45, "end": 3259.73, "word": " مع", "probability": 0.86669921875}, {"start": 3259.73, "end": 3260.57, "word": " tolerance", "probability": 0.91259765625}, {"start": 3260.57, "end": 3261.13, "word": " level", "probability": 0.92333984375}, {"start": 3261.13, "end": 3261.71, "word": " معين", "probability": 0.948974609375}, {"start": 3261.71, "end": 3261.97, "word": " يعني", "probability": 0.71337890625}, {"start": 3261.97, "end": 3262.13, "word": " انا", "probability": 0.7418212890625}, {"start": 3262.13, "end": 3262.29, "word": " ممكن", "probability": 0.957763671875}, {"start": 3262.29, "end": 3262.55, "word": " اقول", "probability": 0.92236328125}, {"start": 3262.55, "end": 3262.85, "word": " انه", "probability": 0.814208984375}, {"start": 3262.85, "end": 3263.05, "word": " انا", "probability": 0.937255859375}, {"start": 3263.05, "end": 3263.75, "word": " هتقبل", "probability": 0.9820556640625}, {"start": 3263.75, "end": 3264.11, "word": " منك", "probability": 0.98779296875}, {"start": 3264.11, "end": 3264.29, "word": " لو", "probability": 0.98828125}, {"start": 3264.29, "end": 3264.67, "word": " واحد", "probability": 0.957763671875}, {"start": 3264.67, "end": 3264.85, "word": " من", "probability": 0.99365234375}, {"start": 3264.85, "end": 3265.19, "word": " الف", "probability": 0.88134765625}, {"start": 3265.19, "end": 3265.67, "word": " ال", "probability": 0.77294921875}, {"start": 3265.67, "end": 3265.95, "word": " error", "probability": 0.83251953125}, {"start": 3265.95, "end": 3266.85, "word": " فكأنه", "probability": 0.93310546875}, {"start": 3266.85, "end": 3267.15, "word": " هاي", "probability": 0.722900390625}, {"start": 3267.15, "end": 3268.05, "word": " المعدل", "probability": 0.9195963541666666}, {"start": 3268.05, "end": 3268.39, "word": " تبعي", "probability": 0.9306640625}, {"start": 3268.39, "end": 3268.91, "word": " امتى", "probability": 0.5679524739583334}, {"start": 3268.91, "end": 3269.19, "word": " بيعمل", "probability": 0.9749755859375}, {"start": 3269.19, "end": 3269.87, "word": " convergence", "probability": 0.85400390625}, {"start": 3269.87, "end": 3271.45, "word": " مع", "probability": 0.978515625}, {"start": 3271.45, "end": 3271.97, "word": " ال", "probability": 0.8662109375}, {"start": 3271.97, "end": 3272.43, "word": " tolerance", "probability": 0.95751953125}, {"start": 3272.43, "end": 3272.71, "word": " بقول", "probability": 0.95556640625}, {"start": 3272.71, "end": 3272.87, "word": " انه", "probability": 0.93994140625}, {"start": 3272.87, "end": 3273.03, "word": " خلاص", "probability": 0.9793294270833334}, {"start": 3273.03, "end": 3273.21, "word": " صار", "probability": 0.953125}, {"start": 3273.21, "end": 3273.31, "word": " في", "probability": 0.97509765625}, {"start": 3273.31, "end": 3273.43, "word": " end", "probability": 0.2052001953125}, {"start": 3273.43, "end": 3273.55, "word": " ال", "probability": 0.46240234375}, {"start": 3273.55, "end": 3273.83, "word": " convergence", "probability": 0.8671875}, {"start": 3273.83, "end": 3274.25, "word": " وقف", "probability": 0.6834716796875}, {"start": 3274.25, "end": 3274.85, "word": " خلاص", "probability": 0.95068359375}, {"start": 3274.85, "end": 3275.23, "word": " هاي", "probability": 0.815185546875}, {"start": 3275.23, "end": 3275.79, "word": " عدد", "probability": 0.9895833333333334}, {"start": 3275.79, "end": 3275.89, "word": " ال", "probability": 0.982421875}, {"start": 3275.89, "end": 3276.27, "word": " iterations", "probability": 0.94921875}, {"start": 3276.27, "end": 3276.49, "word": " اللي", "probability": 0.86279296875}, {"start": 3276.49, "end": 3277.09, "word": " اشتغلناها", "probability": 0.9354073660714286}, {"start": 3277.09, "end": 3277.53, "word": " وقفنا", "probability": 0.87109375}, {"start": 3277.53, "end": 3277.79, "word": " الحل", "probability": 0.84814453125}], "temperature": 1.0}, {"id": 142, "seek": 330476, "start": 3278.56, "end": 3304.76, "text": "وقفنا الحل تمام بنكون هيك شرحنا ال algorithm في ال session اللي جاي ان شاء الله تعالى او في جلستنا القادمة بإذن الله تعالى بناخد مثال على ال propagation و بنعمل تعليم بعملية ال back propagation و من ثم بنشوف ايش العمليات اللي ممكن نعملها عملية تسريع و بنشوف بشكل سريع أكمل neural network تانية مختلفة يعطي كل عافية وبركة", "tokens": [30543, 5172, 8315, 21542, 1211, 46811, 10943, 44945, 30544, 39896, 4117, 13412, 2288, 5016, 8315, 2423, 9284, 8978, 2423, 5481, 13672, 1829, 10874, 47302, 16472, 13412, 16606, 21984, 37279, 6027, 7578, 1975, 2407, 8978, 10874, 1211, 14851, 8315, 25062, 18513, 46007, 4724, 28814, 8848, 1863, 21984, 37279, 6027, 7578, 44945, 47283, 3215, 50113, 6027, 15844, 2423, 38377, 4032, 44945, 25957, 1211, 37279, 20292, 2304, 4724, 25957, 1211, 10632, 2423, 646, 38377, 4032, 9154, 38637, 2304, 44945, 8592, 38688, 1975, 1829, 8592, 18863, 42213, 1829, 9307, 13672, 1829, 3714, 43020, 8717, 25957, 1211, 11296, 6225, 42213, 10632, 6055, 3794, 16572, 3615, 4032, 44945, 8592, 38688, 4724, 8592, 28820, 8608, 16572, 3615, 5551, 24793, 1211, 18161, 3209, 6055, 7649, 10632, 3714, 46456, 46538, 3660, 37495, 9566, 1829, 28242, 6225, 31845, 10632, 4032, 26890, 4117, 3660], "avg_logprob": -0.172691238126648, "compression_ratio": 1.8652482269503545, "no_speech_prob": 0.01168060302734375, "words": [{"start": 3278.56, "end": 3279.2, "word": "وقفنا", "probability": 0.7242431640625}, {"start": 3279.2, "end": 3279.94, "word": " الحل", "probability": 0.98583984375}, {"start": 3279.94, "end": 3280.66, "word": " تمام", "probability": 0.748779296875}, {"start": 3280.66, "end": 3282.72, "word": " بنكون", "probability": 0.6624755859375}, {"start": 3282.72, "end": 3283.0, "word": " هيك", "probability": 0.94091796875}, {"start": 3283.0, "end": 3283.56, "word": " شرحنا", "probability": 0.9239501953125}, {"start": 3283.56, "end": 3283.64, "word": " ال", "probability": 0.94677734375}, {"start": 3283.64, "end": 3284.02, "word": " algorithm", "probability": 0.85400390625}, {"start": 3284.02, "end": 3285.6, "word": " في", "probability": 0.89697265625}, {"start": 3285.6, "end": 3285.74, "word": " ال", "probability": 0.5390625}, {"start": 3285.74, "end": 3285.98, "word": " session", "probability": 0.916015625}, {"start": 3285.98, "end": 3286.14, "word": " اللي", "probability": 0.5181884765625}, {"start": 3286.14, "end": 3286.36, "word": " جاي", "probability": 0.75830078125}, {"start": 3286.36, "end": 3286.48, "word": " ان", "probability": 0.6650390625}, {"start": 3286.48, "end": 3286.64, "word": " شاء", "probability": 0.985107421875}, {"start": 3286.64, "end": 3286.76, "word": " الله", "probability": 0.87060546875}, {"start": 3286.76, "end": 3287.18, "word": " تعالى", "probability": 0.98046875}, {"start": 3287.18, "end": 3287.48, "word": " او", "probability": 0.793701171875}, {"start": 3287.48, "end": 3287.6, "word": " في", "probability": 0.9052734375}, {"start": 3287.6, "end": 3287.98, "word": " جلستنا", "probability": 0.9312744140625}, {"start": 3287.98, "end": 3288.38, "word": " القادمة", "probability": 0.9908854166666666}, {"start": 3288.38, "end": 3288.68, "word": " بإذن", "probability": 0.91748046875}, {"start": 3288.68, "end": 3288.82, "word": " الله", "probability": 0.888671875}, {"start": 3288.82, "end": 3289.2, "word": " تعالى", "probability": 0.9384765625}, {"start": 3289.2, "end": 3289.82, "word": " بناخد", "probability": 0.9366861979166666}, {"start": 3289.82, "end": 3290.24, "word": " مثال", "probability": 0.98095703125}, {"start": 3290.24, "end": 3290.74, "word": " على", "probability": 0.85009765625}, {"start": 3290.74, "end": 3291.14, "word": " ال", "probability": 0.958984375}, {"start": 3291.14, "end": 3291.72, "word": " propagation", "probability": 0.97412109375}, {"start": 3291.72, "end": 3292.68, "word": " و", "probability": 0.58837890625}, {"start": 3292.68, "end": 3293.04, "word": " بنعمل", "probability": 0.9482421875}, {"start": 3293.04, "end": 3294.08, "word": " تعليم", "probability": 0.9840494791666666}, {"start": 3294.08, "end": 3294.54, "word": " بعملية", "probability": 0.79705810546875}, {"start": 3294.54, "end": 3294.92, "word": " ال", "probability": 0.748046875}, {"start": 3294.92, "end": 3295.08, "word": " back", "probability": 0.7373046875}, {"start": 3295.08, "end": 3295.56, "word": " propagation", "probability": 0.91796875}, {"start": 3295.56, "end": 3296.04, "word": " و", "probability": 0.9580078125}, {"start": 3296.04, "end": 3296.14, "word": " من", "probability": 0.6572265625}, {"start": 3296.14, "end": 3296.42, "word": " ثم", "probability": 0.996337890625}, {"start": 3296.42, "end": 3297.08, "word": " بنشوف", "probability": 0.9505208333333334}, {"start": 3297.08, "end": 3297.46, "word": " ايش", "probability": 0.751708984375}, {"start": 3297.46, "end": 3297.86, "word": " العمليات", "probability": 0.8238525390625}, {"start": 3297.86, "end": 3297.96, "word": " اللي", "probability": 0.93798828125}, {"start": 3297.96, "end": 3298.12, "word": " ممكن", "probability": 0.97705078125}, {"start": 3298.12, "end": 3298.44, "word": " نعملها", "probability": 0.9771728515625}, {"start": 3298.44, "end": 3299.1, "word": " عملية", "probability": 0.9513346354166666}, {"start": 3299.1, "end": 3299.7, "word": " تسريع", "probability": 0.99072265625}, {"start": 3299.7, "end": 3300.04, "word": " و", "probability": 0.86767578125}, {"start": 3300.04, "end": 3300.36, "word": " بنشوف", "probability": 0.9816080729166666}, {"start": 3300.36, "end": 3300.78, "word": " بشكل", "probability": 0.9943033854166666}, {"start": 3300.78, "end": 3301.66, "word": " سريع", "probability": 0.9943033854166666}, {"start": 3301.66, "end": 3302.4, "word": " أكمل", "probability": 0.583740234375}, {"start": 3302.4, "end": 3302.58, "word": " neural", "probability": 0.90283203125}, {"start": 3302.58, "end": 3303.04, "word": " network", "probability": 0.95947265625}, {"start": 3303.04, "end": 3303.32, "word": " تانية", "probability": 0.8953450520833334}, {"start": 3303.32, "end": 3303.74, "word": " مختلفة", "probability": 0.9915771484375}, {"start": 3303.74, "end": 3303.96, "word": " يعطي", "probability": 0.6722005208333334}, {"start": 3303.96, "end": 3304.1, "word": " كل", "probability": 0.3935546875}, {"start": 3304.1, "end": 3304.28, "word": " عافية", "probability": 0.8121744791666666}, {"start": 3304.28, "end": 3304.76, "word": " وبركة", "probability": 0.8116455078125}], "temperature": 1.0}], "language": "ar", "language_probability": 1.0, "duration": 3304.7800625, "duration_after_vad": 3217.3518749999876}
\ No newline at end of file
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/kvj-migZ5qQ_raw.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/kvj-migZ5qQ_raw.srt
new file mode 100644
index 0000000000000000000000000000000000000000..7ed93cca6c93e4bb2c81d4ce7b310e2f7e729596
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/kvj-migZ5qQ_raw.srt
@@ -0,0 +1,2968 @@
+1
+00:00:04,940 --> 00:00:08,160
+بسم الله الرحمن الرحيم نستكمل ما بدأنا في ال
+
+2
+00:00:08,160 --> 00:00:11,160
+neural network و اتحدثنا و قلنا ان كل موضوعنا
+
+3
+00:00:11,160 --> 00:00:16,380
+هيكون منصب على supervised learning neural network
+
+4
+00:00:16,380 --> 00:00:19,080
+فتحدثنا من المرة السابقة عن حاجة اسمها ال
+
+5
+00:00:19,080 --> 00:00:23,780
+perceptron و اللي أنشئت كفكرة في التسعة و خمسين و
+
+6
+00:00:23,780 --> 00:00:27,400
+طبقت ال training تبعها او ال learning تبعها زي ما
+
+7
+00:00:27,400 --> 00:00:30,260
+اتحدثنا في محاضرتنا السابقة في ال الف تسعمائة و
+
+8
+00:00:30,260 --> 00:00:34,200
+سبتيناليوم هنتحدث عن ال algorithm الخاص فيها و
+
+9
+00:00:34,200 --> 00:00:38,560
+نستكمل عملية التطوير اللي طرقت عليها فهنتكلم اليوم
+
+10
+00:00:38,560 --> 00:00:41,580
+عن ال perceptions training algorithm و ببساطة جدا
+
+11
+00:00:41,580 --> 00:00:46,240
+اللي كان بيحضر المحاضرة السابقة ممكن مباشرة يدخل
+
+12
+00:00:46,240 --> 00:00:51,400
+على هذه المحاضرة لأنه هيكون تقريبا تكرار ولكن بشكل
+
+13
+00:00:51,400 --> 00:00:54,560
+منظم بشكل ان احنا هنظمه بشكل algorithm ال
+
+14
+00:00:54,560 --> 00:00:57,540
+algorithm هذا هيكون عبارة عنشغل هنسميها
+
+15
+00:00:57,540 --> 00:01:02,020
+initialization بمعنى إن أنا بدأ أعمل تهيئة مسبقة
+
+16
+00:01:02,020 --> 00:01:05,640
+لكل ال performance أو ال parameters اللي خاصة بال
+
+17
+00:01:05,640 --> 00:01:08,320
+neural network واللي أهمها هي الحقيقة ال weights
+
+18
+00:01:08,320 --> 00:01:11,980
+اللي هي ال weights اللي احنا بندور على أفضل قيم
+
+19
+00:01:11,980 --> 00:01:17,830
+لها ليش؟ لأنه بكل بساطة بالنسبة لل neuronالنيورون
+
+20
+00:01:17,830 --> 00:01:20,710
+هذا له مجموعة inputs، الـinputs هذه مقدرش أن أنا
+
+21
+00:01:20,710 --> 00:01:23,830
+أقعد أغير فيها، أنا مطلوب منه الصورة، الصورة هذه
+
+22
+00:01:23,830 --> 00:01:28,830
+صورة محمد، خلاص ما بقدر أجيب صورة تانية، فال X
+
+23
+00:01:28,830 --> 00:01:37,010
+تماما محكومة، وال Y مدام أنا بتكلم عن supervised،
+
+24
+00:01:37,010 --> 00:01:42,050
+فبرضه محكومة، خلاص أنا بقول إن ال X هذه هي مع ال Y
+
+25
+00:01:42,050 --> 00:01:47,960
+هذه،بقدرش أغير فيهم فهدولة مافيش فيهم نقعد نغير
+
+26
+00:01:47,960 --> 00:01:52,830
+هدولة set أو data setتُعطى للـ neural network فهذه
+
+27
+00:01:52,830 --> 00:01:55,790
+هي ال data set أو القواعد البيانات اللى بدها تدخل
+
+28
+00:01:55,790 --> 00:01:59,810
+على ال neural network الأن وين الشغل اللى بدها
+
+29
+00:01:59,810 --> 00:02:04,050
+تحريك أو بدها نعمل ال optimization هي عملية ال W's
+
+30
+00:02:04,050 --> 00:02:11,690
+W1 و W2 ل WN ل WN فمعنى ذلك مبدأيا هنحطهم بشكل
+
+31
+00:02:11,690 --> 00:02:15,860
+randomly زى ما قلنا في محاضرتنا السابقة withinthe
+
+32
+00:02:15,860 --> 00:02:22,280
+range minus 0.5 to 0.5 من سالب نص لنص ويمكن تحدثنا
+
+33
+00:02:22,280 --> 00:02:27,120
+سابقا انه باستثناء يمكن الصفر احنا لن نفضر انه ايه
+
+34
+00:02:27,120 --> 00:02:30,220
+تكون ال initialization هنا Zero Zero تحديدا Zero
+
+35
+00:02:30,930 --> 00:02:33,990
+لكن بتكون في هذا ال range وماتكونش برا لإنه بتعمل
+
+36
+00:02:33,990 --> 00:02:36,710
+حاجة اسمها flattening بدنا إيش نتكلم عنها يمكن
+
+37
+00:02:36,710 --> 00:02:40,170
+اللي بتوسع أكتر في ال neural network أو بياخدوا
+
+38
+00:02:40,170 --> 00:02:44,110
+مساق خاص في ال neural network ممكن يصير كلام عن
+
+39
+00:02:44,110 --> 00:02:48,590
+بعض ال .. ليش أنه من minus 0.5 ل 0.5 تحديدا لكن
+
+40
+00:02:48,590 --> 00:02:51,290
+بالنسبالنا احنا هناخد هذا .. ناخدها معلومة مسلم
+
+41
+00:02:51,290 --> 00:02:55,010
+فيها وخلاصطيب، إذا كان الـError، وهذا تكلمنا عنه
+
+42
+00:02:55,010 --> 00:02:58,590
+سابقًا، موجب، معناه ذلك إن أنا محتاج أزود قيمة
+
+43
+00:02:58,590 --> 00:03:01,450
+الـOutput، إذا كانت قيمتها Negative، محتاج أقلل
+
+44
+00:03:01,450 --> 00:03:04,030
+قيمة الـOutput، اتحدثنا عن هذا الموضوع المرة
+
+45
+00:03:04,030 --> 00:03:08,270
+السابقة وشرحناها بتوسع. الآن، خلصنا مجموعة
+
+46
+00:03:08,270 --> 00:03:10,910
+الـWeights اللي حطيناها بشكل عشوائي، بنعمل
+
+47
+00:03:10,910 --> 00:03:13,490
+Activation لمين؟ لـNeural Network نفسها،
+
+48
+00:03:13,490 --> 00:03:16,430
+للـPerceptron نفسه، إيش يعني؟ يعني الـWeights اللي
+
+49
+00:03:16,430 --> 00:03:20,650
+أنا افترضتهم فرضيا من عندي، بعطيهم أول Input،
+
+50
+00:03:20,650 --> 00:03:25,310
+وبشوف الـOutput،تاني input والا output يعني بنبدأ
+
+51
+00:03:25,310 --> 00:03:28,970
+انفعل ان نشط ال neural network هذه فبنعمل
+
+52
+00:03:28,970 --> 00:03:31,970
+activation لل perceptron ان انا بعمل applying لمين
+
+53
+00:03:31,970 --> 00:03:38,510
+لل inputs x1 x2 x3 to xn كلهم
+
+54
+00:03:38,510 --> 00:03:44,030
+هدولة بندخلهم عشان نحصل علىالـ Y وانقارنه بالـ
+
+55
+00:03:44,030 --> 00:03:48,790
+desired output الـ Y دي أو desired في أنوة في
+
+56
+00:03:48,790 --> 00:03:53,730
+المرحلة P قلنا لإن أنا متوقع جدا إنه حيكون في عندي
+
+57
+00:03:53,730 --> 00:03:58,960
+مراحل جداش عددهم بعرفشكل تطبيق له عدد المراحل
+
+58
+00:03:58,960 --> 00:04:01,540
+المختلفة إذا كان التطبيق بسيط يعني ممكن يكون
+
+59
+00:04:01,540 --> 00:04:05,180
+بالمئات أحياناً أما تطبيق كبير يمكن أحياناً بعشرات
+
+60
+00:04:05,180 --> 00:04:07,920
+أو مئات الألوف من ال iterations إذا كان التطبيق
+
+61
+00:04:07,920 --> 00:04:11,480
+ضخم وكبير وندخل فيه في ال deep learning مثلا
+
+62
+00:04:11,480 --> 00:04:15,640
+باستخدام ال neural network لأ ممكن يصل لقيم كبيرة
+
+63
+00:04:15,640 --> 00:04:20,260
+جدا من مجموعة ال iterations هذه تمام فإذا أنا عند
+
+64
+00:04:20,260 --> 00:04:24,500
+ال iterationP وهذه من واحد لcapital P مثلا احنا
+
+65
+00:04:24,500 --> 00:04:29,020
+بدنا نكون برضه محددينها limit لإمتى يظل يتعلم ال Y
+
+66
+00:04:29,020 --> 00:04:33,220
+هذه هتكون عبارة عن ال step ليش ال step لأنه هتكون
+
+67
+00:04:33,220 --> 00:04:36,140
+في summation زي ما اتفجنا وبيكون في activation
+
+68
+00:04:36,140 --> 00:04:39,820
+function فاحنا هنستخدم ال step function فال step
+
+69
+00:04:39,820 --> 00:04:44,320
+function هذه هي فعليا لمين هي step function هطبقها
+
+70
+00:04:44,320 --> 00:04:48,920
+على ال summationعلى ال summation اللي هو كان
+
+71
+00:04:48,920 --> 00:04:51,320
+المرحلة السابقة الناتج تبعه اللي راح ل activation
+
+72
+00:04:51,320 --> 00:04:58,250
+function فال summation هذا عبارة عنفي wi من i
+
+73
+00:04:58,250 --> 00:05:04,110
+بتساوي واحد ل i بتساوي n فكأنه بقول x واحد في w
+
+74
+00:05:04,110 --> 00:05:07,330
+واحد plus x اثنين في w اثنين plus x تلاتة في w
+
+75
+00:05:07,330 --> 00:05:12,830
+تلاتة ل عند x in في w في wn تمام كل هذا المجموع
+
+76
+00:05:12,830 --> 00:05:16,110
+minus ال three short اللي حكينا عنها three short
+
+77
+00:05:16,110 --> 00:05:21,550
+وهدى بتكون عبارة عن برضه كأنها input بنسميها three
+
+78
+00:05:21,550 --> 00:05:25,590
+short خاصبالـ neuron اللي موجودة علينا فهذه
+
+79
+00:05:25,590 --> 00:05:28,090
+المعادلة الأساسية لل activation العملية ايه؟ ال
+
+80
+00:05:28,090 --> 00:05:28,430
+activation
+
+81
+00:05:31,660 --> 00:05:36,420
+تمام بعد ذلك بدنا نعمل عملية تعديل الأوزان تعديل
+
+82
+00:05:36,420 --> 00:05:38,840
+الأوزان وهذه أهم عملية الحقيقة اللي هي weight
+
+83
+00:05:38,840 --> 00:05:42,360
+training بدنا ندرب الآن الأوزان هذه عشان نعملها
+
+84
+00:05:42,360 --> 00:05:46,700
+optimization بمعنى أني بدي أخليها هي أفضل قيم ممكن
+
+85
+00:05:46,700 --> 00:05:51,020
+أحصل على ال optimal value لإلها فحنقول أن ال W
+
+86
+00:05:51,020 --> 00:05:57,600
+لجديدة Wi لجديدة هي نفس ال Wi القديمة plus Delta W
+
+87
+00:05:57,600 --> 00:06:04,210
+Delta W قيمةو أو قيمة التغير في و وهذه قداش بتساوي
+
+88
+00:06:04,210 --> 00:06:06,710
+كنا كتبناها المرة اللي فاتت المحاضرة اللي فاتت و
+
+89
+00:06:06,710 --> 00:06:12,170
+شرحناها بتساوي كانت Alpha في ال Xاللي خاص بال W
+
+90
+00:06:12,170 --> 00:06:17,610
+فإذا كانت W واحد فهي X واحد W خمسة فهي X خمسة W N
+
+91
+00:06:17,610 --> 00:06:22,810
+فهي X N ف by default بنقول Wi مرتبطة ب XI مضلوبة
+
+92
+00:06:22,810 --> 00:06:25,070
+طبعا في قيمة ال error لأن قيمة ال error هذا هو
+
+93
+00:06:25,070 --> 00:06:27,570
+اللي هيقين ال positive or negative فهو اللي هيحدد
+
+94
+00:06:27,570 --> 00:06:30,670
+لي الدلتها دي هتكون موجبة ولا سالبة أنا محتاج أقل
+
+95
+00:06:30,670 --> 00:06:36,110
+قيمة W القديمة ولا أزود قيمة W القديمة خلصنا عشان
+
+96
+00:06:36,110 --> 00:06:44,420
+في الآخرنحصل على قيم جديدة ل ال W و نرجع مرة نغير
+
+97
+00:06:44,420 --> 00:06:47,040
+قيمة P اللي هو ال iteration اللي انا فيه انا نفترض
+
+98
+00:06:47,040 --> 00:06:49,820
+P هنا كانت واحد فانا في ال iteration الأولى لأ
+
+99
+00:06:49,820 --> 00:06:54,080
+الآن غيرنا قيمة W غيرناهم القيم واحدة واحدة
+
+100
+00:06:54,080 --> 00:06:59,660
+مسكناهمW1 غيرناها W2 غيرناها W3 غيرناها W2N
+
+101
+00:06:59,660 --> 00:07:02,620
+غيرناها الان بنرجع نعمل عملية activation كمان مرة
+
+102
+00:07:02,620 --> 00:07:06,620
+برجع بدخل ال input كمان مرة عشان اتأكد هل هو فعلا
+
+103
+00:07:06,620 --> 00:07:09,820
+وصلي لمرحلة ان ال error طلع zero اذا ال error zero
+
+104
+00:07:09,820 --> 00:07:13,960
+هنا او قيمته صارت صغيرة جدا يعني وصلت لل tolerance
+
+105
+00:07:13,960 --> 00:07:18,100
+المقبول بالنسبالي لقيمة مقبولة انا ماعنديش مشكلة
+
+106
+00:07:18,100 --> 00:07:21,200
+في قيمة ال error الصغيرة هذه معناه ذلك ان هذا ال
+
+107
+00:07:21,200 --> 00:07:26,220
+term أصبح صغير جدايكاد يكون Zero فمعنى ذلك أن الـ
+
+108
+00:07:26,220 --> 00:07:29,200
+W القديمة هي نفسها الجديدة أو تكاد تكون هي نفسها
+
+109
+00:07:29,200 --> 00:07:32,860
+الجديدة ماتغيرش عليها إشي فهنا بنكون طرنا بنقول
+
+110
+00:07:32,860 --> 00:07:37,100
+واقف خلاص وجفنا فبنروح ل step رقم اتنين اللي هي
+
+111
+00:07:37,100 --> 00:07:40,440
+كانت step رقم اتنين ال activation عملية الاشي ال
+
+112
+00:07:40,440 --> 00:07:44,020
+activation فهذا ال algorithm بكل بساطة هتشوف مثال
+
+113
+00:07:44,020 --> 00:07:48,600
+عليه بشكل سريع لو بدنا نعمل neural network
+
+114
+00:07:48,600 --> 00:07:52,200
+بإقلامين ل ال and و لا ال or ل ال and
+
+115
+00:07:55,860 --> 00:07:59,440
+لل end معناته بدنا neuron أولى و هيكون في عندي two
+
+116
+00:07:59,440 --> 00:08:08,540
+inputs إذا كان بتكلم عن ال end ل two inputs فهيكون
+
+117
+00:08:08,540 --> 00:08:16,760
+عندك X1 X2 و بدنا ال desired output طيب إيش كل ال
+
+118
+00:08:16,760 --> 00:08:22,680
+possibilities الممكنة 00100111
+
+119
+00:08:23,800 --> 00:08:27,360
+هذه كل ال possibilities الممكنة و المفروض هنا مدام
+
+120
+00:08:27,360 --> 00:08:30,820
+أنت تتكلم عن and كله zero إلا في حالة واحد واحد
+
+121
+00:08:30,820 --> 00:08:35,380
+هذا ال desired فانا محتاج ال desired وهذا مقترن
+
+122
+00:08:35,380 --> 00:08:40,200
+بال inputs فهي في عند هنا inputو هنا في عندي ال
+
+123
+00:08:40,200 --> 00:08:45,460
+output او ال desired output حقيقة تمام كل ما ادخله
+
+124
+00:08:45,460 --> 00:08:48,640
+صفر و صفر هعطيله ان قيمة ال desired output لازم
+
+125
+00:08:48,640 --> 00:08:51,360
+تكون صفر هقوله واحد واحد معناته ال desired تبعها
+
+126
+00:08:51,360 --> 00:08:57,340
+واحد واحد و هكذا تمام فهي الجدول تبعنا كويس و
+
+127
+00:08:57,340 --> 00:09:00,360
+هنبدأ iteration by iteration فكل iteration بعطي
+
+128
+00:09:00,360 --> 00:09:03,380
+input محدد فال iteration دلوقتي بعطي صفر و صفر و
+
+129
+00:09:03,380 --> 00:09:06,600
+بقول دير بالك هذه لازم تطلع صفر طيب جدش قيم ال
+
+130
+00:09:06,600 --> 00:09:13,940
+weightsفهي X1 وهي X2 وهنا ال output اللي مبدئيا
+
+131
+00:09:13,940 --> 00:09:18,960
+هيكون عبارة عن desired لازم يكون موجود عندي هنبدأ
+
+132
+00:09:18,960 --> 00:09:23,720
+ب W1 و W2 بدنا قيم Randomly لها هنا جالنا خدوا هاي
+
+133
+00:09:23,720 --> 00:09:29,560
+Randomly بشكل عشوائي هذه 0.3 بشكل عشوائي هذه minus
+
+134
+00:09:29,560 --> 00:09:36,200
+0.1 صح غلط ماعرفشكويس ولكن احنا ميالين ان صدفة
+
+135
+00:09:36,200 --> 00:09:39,860
+هتكون صعبة انه يطلع من اول مرة مظبوطين صح طيب ضال
+
+136
+00:09:39,860 --> 00:09:43,360
+محتاج متذكرين القوانين تبع التو محتاجين قيمة ايش
+
+137
+00:09:43,360 --> 00:09:48,780
+قيمة Alpha صحيح قيمة Alpha وقلنا انه يعني في
+
+138
+00:09:48,780 --> 00:09:52,020
+الغالب الكل باستخدامها 0.1 فحن استخدمها 0.1 في
+
+139
+00:09:52,020 --> 00:09:55,000
+شغلنا طيب في حاجة مهمة في عندي حاجة اسمها three
+
+140
+00:09:55,000 --> 00:09:58,670
+short هناجدّيش هنعمل ال three short برضه ممكن
+
+141
+00:09:58,670 --> 00:10:01,650
+نبدأها بشكل راندوملي لكن بدناش نقدر نعدل الوجد في
+
+142
+00:10:01,650 --> 00:10:04,350
+مرحلتنا هذه بدناش نعدل عليها كتير فحاخدها قيمة
+
+143
+00:10:04,350 --> 00:10:09,880
+ثابتة و نضن عليها فهقول θ تساوي 0.2ونبدأ على بركة
+
+144
+00:10:09,880 --> 00:10:13,880
+اللي هنشوف كيف بده يتحرك الجدول معانا فبدأنا ب صفر
+
+145
+00:10:13,880 --> 00:10:17,920
+صفر ال desire لازم يكون صفر فهتنضرب W1 في مين في
+
+146
+00:10:17,920 --> 00:10:24,960
+X1 صفر في O.3 plus صفر في minus O.1 زيرو فزيرو وال
+
+147
+00:10:24,960 --> 00:10:28,080
+desire لازم يطلع زيرو فال error زيرو ممتاز معناه
+
+148
+00:10:28,080 --> 00:10:31,480
+ذلك أن ال weights الجديدة مش هتتغيرمدى ما اتغيرتش
+
+149
+00:10:31,480 --> 00:10:35,320
+بنزلها زي ما هي في ال iteration التانية على اساس
+
+150
+00:10:35,320 --> 00:10:37,640
+ان هي ال weight المعتمدة في ال iteration التانية و
+
+151
+00:10:37,640 --> 00:10:41,820
+بدخل ال input التاني 01 لازم يكون صفر هتنضرب صفر
+
+152
+00:10:41,820 --> 00:10:49,920
+في 0.3 0 1 في minus 0.1 0 كويس 0 و 0 صارت هنا
+
+153
+00:10:49,920 --> 00:10:55,480
+total minus 0.1 طبعا هنطرح منها كمان theta اللي هي
+
+154
+00:10:55,480 --> 00:11:03,330
+minus 0.2فصار minus 0.3 minus 0.3 على step size
+
+155
+00:11:03,330 --> 00:11:09,490
+على ال .. عفوا على ال step heart limiter تبعتنا او
+
+156
+00:11:09,490 --> 00:11:13,210
+ال function activation function هيكون عبارة عن ايش
+
+157
+00:11:13,210 --> 00:11:17,890
+بالسالب هنا يعني قيمته zero الناتج ال function
+
+158
+00:11:17,890 --> 00:11:24,300
+ناتج ال function zero تمام مدامهنا minus الـ 0.3
+
+159
+00:11:24,300 --> 00:11:30,260
+فقيمتها كقيمة Y إلها 0 تمام هي طلعت 0 جدش ال
+
+160
+00:11:30,260 --> 00:11:33,780
+desire تبقى حقها 0 ممتاز معنا ذلك ال weights مش
+
+161
+00:11:33,780 --> 00:11:37,040
+هتتغير لأنه ال error 0 فال error لو ضربناه في ال X
+
+162
+00:11:37,040 --> 00:11:41,260
+اللي خاصة فيه وضربناه في Alpha برضه هتطلع 0 يعني
+
+163
+00:11:41,260 --> 00:11:46,070
+لا جمعت ولا تراحت من ال W القديمة فبتنزل كما هيهي
+
+164
+00:11:46,070 --> 00:11:49,530
+في السطر التالت زي نزل زي ما هي تمام الان دخلنا ال
+
+165
+00:11:49,530 --> 00:11:55,210
+input اللي وراه واحد صفر و مقلوب صفر فواحد مضروب
+
+166
+00:11:55,210 --> 00:12:04,590
+في o.3 جداش o.3 طيب zero مضروبة في minus o.1 plus
+
+167
+00:12:04,590 --> 00:12:10,230
+zero minus o.2 اللي هي ال theta جداش صار كله o.1
+
+168
+00:12:10,230 --> 00:12:17,080
+طيب o.1 o.1 على ال step unit بتاعتنا هذهكويس على
+
+169
+00:12:17,080 --> 00:12:23,680
+step unit أصبحت قيمة في الجزء الموجب بمعنى أن ال
+
+170
+00:12:23,680 --> 00:12:27,960
+function هتطلع قيمتها موجبة plus واحد فهيطلع عندى
+
+171
+00:12:27,960 --> 00:12:32,500
+plus واحد طيب جداش ال desired لازم zero فال
+
+172
+00:12:32,500 --> 00:12:36,680
+desired ناقص ال actual minus one فهذه قيمة ال
+
+173
+00:12:36,680 --> 00:12:41,120
+error هنا طلعلها قيمة error طلعلها قيمة error بناء
+
+174
+00:12:41,120 --> 00:12:44,220
+على قيمة ال error هذه هنضرب قيمة ال error في ال
+
+175
+00:12:44,220 --> 00:12:50,970
+inputهيها فصار عندى minus one في oneدربة one في
+
+176
+00:12:50,970 --> 00:12:54,550
+any one بتاعة ال X1 يعني أنا بدي اعدل مين بدي اعدل
+
+177
+00:12:54,550 --> 00:12:58,730
+W1 مدام بدي اعدل W1 الآن اشوف جداش لازم تكون
+
+178
+00:12:58,730 --> 00:13:03,350
+قيمتها الجديدة هستخدم X1 فواحد في ال error في
+
+179
+00:13:03,350 --> 00:13:06,550
+minus واحد هي minus one بدي اضربها في Alpha Alpha
+
+180
+00:13:06,550 --> 00:13:13,470
+جداش O.1 فصار عندى minus O.1 minus O.1 هذه صارت
+
+181
+00:13:13,470 --> 00:13:21,470
+delta W1 بجمعها على W1 جداش جداش ال W1 O.3إجمعها
+
+182
+00:13:21,470 --> 00:13:30,070
+على minus 0.1 صار 0.2 فهي 0.2 لجديدة تمام بالنسبة
+
+183
+00:13:30,070 --> 00:13:37,170
+ل W2 W2 هنيجي هنا مبدأيا فيه صفر يعني minus one في
+
+184
+00:13:37,170 --> 00:13:42,110
+صفر ال X تبعتها فال term صفر مش هتتغير فهيضل minus
+
+185
+00:13:42,110 --> 00:13:45,050
+0.1 هلوية الجديدة ال weight الجديدة هي اللي
+
+186
+00:13:45,050 --> 00:13:50,240
+بننزلهاك weight معتمدة للشبكة عشان نجرب الان واحد
+
+187
+00:13:50,240 --> 00:13:57,640
+و واحد فأصبح عندي واحد في O.2 عبارة عن O.2 تمام
+
+188
+00:13:57,640 --> 00:14:02,460
+واحد في minus O.1 عبارة عن minus O.1 minus جداش ال
+
+189
+00:14:02,460 --> 00:14:07,280
+threshold ال minus O.2 فصار minus O.1 minus O.1
+
+190
+00:14:07,280 --> 00:14:10,780
+على ال threshold بتاعتنا Zero
+
+191
+00:14:12,270 --> 00:14:14,550
+لأنها بالـ Negative فكل الـ Negative Zero كل الـ
+
+192
+00:14:14,550 --> 00:14:19,390
+Negative Zero فأجت ال output تبعها Zero هاي بينما
+
+193
+00:14:19,390 --> 00:14:23,950
+ال desire دي المفروض واحد فال error صار واحد ال
+
+194
+00:14:23,950 --> 00:14:28,970
+error أصبح واحد تمام ال واحد هذا ك error هنرجع
+
+195
+00:14:28,970 --> 00:14:37,130
+نضربه في X1 صار واحد في ال Alpha 0.1 في 0.1 زائد
+
+196
+00:14:37,130 --> 00:14:46,410
+ال W القديمة صار 0.30.1 التي هي Δ W1 زائد 0.2 W1
+
+197
+00:14:46,410 --> 00:14:49,750
+فصار القيمة الجديدة المفروض 0.3 رجعت القيمة
+
+198
+00:14:49,750 --> 00:14:57,010
+القديمة رجعت القيمة القديمة تمام هاتوا نشوف W2 W2
+
+199
+00:14:57,010 --> 00:15:01,850
+معناته بإننا نضرب X2 في ال error هي واحد في ال
+
+200
+00:15:01,850 --> 00:15:10,880
+alpha 0.1 فصار 0.1 كويس 0.1 plus-0.1 اللي هي قيمة
+
+201
+00:15:10,880 --> 00:15:17,080
+W2 القديمة فلجديدها هتطلع صفر هذه الآن بنرجع
+
+202
+00:15:17,080 --> 00:15:21,000
+ندخلها كإنها هي الجديد ال weight الجديد للشبكة
+
+203
+00:15:21,000 --> 00:15:27,840
+الآن هنيجي نطلع هأجد أنه خلصت أنا كل ال set ال
+
+204
+00:15:27,840 --> 00:15:32,570
+data set تبعتيلكن بقدرش أقول إنه خلاص اتدربت،
+
+205
+00:15:32,570 --> 00:15:36,070
+فبرجع بعيدهم من جديد، عشان أعيدهم من جديد، بقول إن
+
+206
+00:15:36,070 --> 00:15:41,050
+أنا بدأت في Epoch جديدة، بدأت في Epoch جديدة، في
+
+207
+00:15:41,050 --> 00:15:44,590
+مرحلة جدة، كلها دي كانت One Epoch، One Epoch بمعنى
+
+208
+00:15:44,590 --> 00:15:48,750
+كل ال data set إن عمللها training، ال data set
+
+209
+00:15:48,750 --> 00:15:52,810
+كلها اتجربت، وصلت لحل؟ لأ، مش مضرورة إن وصلت لحل،
+
+210
+00:15:52,810 --> 00:15:55,930
+إيه إنت بقول إن وصلت لحل، إذا كان مر علي إيه Epoch
+
+211
+00:15:55,930 --> 00:16:00,640
+كاملة بدون ما تتغير قيمة ال weights؟بمعنى جربت كل
+
+212
+00:16:00,640 --> 00:16:05,580
+ال input المختلفة ال samples تبعت كلها جربت تبعت
+
+213
+00:16:05,580 --> 00:16:09,080
+ال data set و كلهم ولا واحدة اعترضت على ال weights
+
+214
+00:16:09,080 --> 00:16:14,810
+كلهم طلعوا نفس ال desired output بينوجفبينما هنا
+
+215
+00:16:14,810 --> 00:16:18,670
+الأربعة هدول لما دخلناهم صار في تعديلات من وين
+
+216
+00:16:18,670 --> 00:16:21,630
+بتشوف ال error انت هتيجي تطلع ال error مرة كانت
+
+217
+00:16:21,630 --> 00:16:24,650
+minus one و مرة one فمعنى ذلك ال a book هذي بقدرش
+
+218
+00:16:24,650 --> 00:16:28,730
+اقف بعدها طيب هنعيد نفس الكلام كويس انكوا ترجعوا
+
+219
+00:16:28,730 --> 00:16:31,230
+تعيدوه اتكملوا باقى الأرقام ترجعوا تعيدوها ممكن
+
+220
+00:16:31,230 --> 00:16:33,730
+على فكرة تعملوها ملف اكسل وتخلوه لحالي تطلعلكوا
+
+221
+00:16:33,730 --> 00:16:39,130
+تتأكدوا من كل نتائجه تمام فالانبنعدل كمان مرة إي
+
+222
+00:16:39,130 --> 00:16:42,630
+بوك اتنين برش برجع بدخل صفر صفر صفر واحد واحد صفر
+
+223
+00:16:42,630 --> 00:16:47,690
+واحد واحد وبتأكد هل كله كان مافيش error لأ الحقيقة
+
+224
+00:16:47,690 --> 00:16:53,830
+كان في error هنا في التالتة هنا كان في errorفإذن
+
+225
+00:16:53,830 --> 00:16:57,410
+ال iteration ها دي لا يعتد فيها مضطر أفتح
+
+226
+00:16:57,410 --> 00:17:00,770
+iteration جديدة و نرجع ندخل كل ال data set تبعتنا
+
+227
+00:17:00,770 --> 00:17:05,470
+كمان .. كمان مرة بنبدأ و بنشوف هل ال error صفر
+
+228
+00:17:05,470 --> 00:17:08,350
+للكل؟ لأ مش صفر للكل التالتة والرابعة برضه كان
+
+229
+00:17:08,350 --> 00:17:12,250
+فيهم قيم اللي وراها برضه التالتة كان فيها مشكلة
+
+230
+00:17:12,250 --> 00:17:18,850
+آخر واحدة لما وصلنا ل O.1 O.1 كويت W1 تساوي W2
+
+231
+00:17:18,850 --> 00:17:25,130
+تساوي O.1 وجدنا أنه جربت كلال inputs تبعتي بدون أي
+
+232
+00:17:25,130 --> 00:17:28,650
+errors تمام في الحالة دي بقى جاف بنوقف و بنقول
+
+233
+00:17:28,650 --> 00:17:34,170
+خلصنا دربنا الشبكة دربنا ال perceptron هادي أو ال
+
+234
+00:17:34,170 --> 00:17:38,450
+neural network بشكل أساسي فهي طريقة أو هاي مثال
+
+235
+00:17:38,450 --> 00:17:42,850
+على تعليم ال perceptron أو عملية ال learning أو
+
+236
+00:17:42,850 --> 00:17:47,870
+عملية ال adaptation لمين ل ال weights تبعت ال
+
+237
+00:17:47,870 --> 00:17:53,560
+perceptronتمام لأن لو جينا اتطلعنا باعتبار ان هذه
+
+238
+00:17:53,560 --> 00:17:56,440
+X1 و X2 يعني هي two dimension فانا بقدر ارسمها
+
+239
+00:17:56,440 --> 00:17:59,940
+بشكل او باخر بنقدر نرسمها بهذا الشكل فحاجد ان
+
+240
+00:17:59,940 --> 00:18:06,700
+الصفر صفر كانت صفر الصفر واحد كانت صفر و الواحد
+
+241
+00:18:06,700 --> 00:18:12,250
+صفر كانت صفر لما اجي ارسمالـ dimension أو عفوا ال
+
+242
+00:18:12,250 --> 00:18:17,270
+linear تبعي الخط واللي عبارة عن كتالة هيكون معدلة
+
+243
+00:18:17,270 --> 00:18:20,850
+الخط هذا معدلته إيش؟ يعني كيف ممكن أكتب معدلته؟
+
+244
+00:18:20,850 --> 00:18:23,730
+هتكون X1
+
+245
+00:18:25,210 --> 00:18:32,210
+أو O.1 X1 ليش O.1 قيمة W1 النهائية plus O.1 قيمة
+
+246
+00:18:32,210 --> 00:18:38,150
+W2 النهائية في X2 ناقص O.2 من وين نقل O.2 قيمة
+
+247
+00:18:38,150 --> 00:18:45,510
+ثيتا تساوي صفر يعني تساوي صفر كأني بارسم فعليا هذا
+
+248
+00:18:45,510 --> 00:18:51,400
+الخط بنرسم هذا الخط بشكل او باخر تمامفهذه بالنسبة
+
+249
+00:18:51,400 --> 00:18:56,580
+لمين؟ ل ال and أو ال intersection فهجد أن الخط هذا
+
+250
+00:18:56,580 --> 00:19:05,040
+فصل بين كل الإحداثيات اللي ناتج تبعهم صفر والإحداث
+
+251
+00:19:05,040 --> 00:19:08,540
+الوحيد اللي ناتج تبعه المفروض واحد تمام ممكن ترجع
+
+252
+00:19:08,540 --> 00:19:13,620
+تعيدوا نفس الكلام لمين؟ لل or ل ال or ومش غلط إذا
+
+253
+00:19:13,620 --> 00:19:16,580
+أنتوا قاعدينفي البيت ممكن تعملوها على ملف اكسل او
+
+254
+00:19:16,580 --> 00:19:20,940
+ماعليش يعني كلها ربع ساعة زمن تشتغلوها كلها برضه
+
+255
+00:19:20,940 --> 00:19:24,500
+زي هيك هتكون تلاتة اربع iterations a box عفوا
+
+256
+00:19:24,500 --> 00:19:28,800
+تلاتة اربع a box و اتجربوها مثلا لل or فهتجدوا ان
+
+257
+00:19:28,800 --> 00:19:31,780
+الناتج النهائي هيطلع بهذا الشكل خط بهذا الشكل
+
+258
+00:19:31,780 --> 00:19:36,160
+هيفصل الحالة الوحيدة اللي تطلع لصفر مع التلت حالات
+
+259
+00:19:36,160 --> 00:19:42,920
+اللي هتطلع once السؤال ماذا عن ال X orماذا عن ال
+
+260
+00:19:42,920 --> 00:19:49,440
+XOR الحقيقة خط واحد one perceptron لا يكفياللي
+
+261
+00:19:49,440 --> 00:19:52,700
+احنا شايفينه خط Perceptron مش هيكفي، ليش؟ لأن
+
+262
+00:19:52,700 --> 00:19:56,980
+انتوا في عندكم هنا حالتين ال output تبعهم واحد و
+
+263
+00:19:56,980 --> 00:19:59,900
+حالتين ال output تبعهم Zero إذا تشابهت ال inputs
+
+264
+00:19:59,900 --> 00:20:03,980
+فهي Zero و إذا اختلفت فهي واحد أكيد كلكم عارفين
+
+265
+00:20:03,980 --> 00:20:09,000
+هذا الكلام، الآن أي خط بتقدروا ترسموه على ال plane
+
+266
+00:20:09,000 --> 00:20:12,860
+هذا على X1 و X2 ولا يمكن يفصلوا ال two categories
+
+267
+00:20:12,860 --> 00:20:17,260
+مع بعض، ليش؟ لأن هذا وهذا categoryالمفروض بدي أقول
+
+268
+00:20:17,260 --> 00:20:21,420
+مثلا a1 وهذا مع هذا category بدي أسميهم اتنين
+
+269
+00:20:21,420 --> 00:20:27,500
+اعطيني خط بفصلة الاتنين عن بعض a1 عن a2 مش هنلاقي
+
+270
+00:20:27,500 --> 00:20:33,860
+مش هنجد فإذا ال perceptron مناسبة للتطبيقات ال
+
+271
+00:20:33,860 --> 00:20:38,490
+linear okay لكنحالة زي هذه بقدر اقول عنها
+
+272
+00:20:38,490 --> 00:20:41,730
+nonlinear رغم انه انا محتاج خطوط خطين اكتر من خط
+
+273
+00:20:41,730 --> 00:20:46,490
+مادام خطين صارت اكتر من ال linear واحد فهتخدنا
+
+274
+00:20:46,490 --> 00:20:49,710
+لموضوع تاني انه خليني نتكلم عن ال multilayer
+
+275
+00:20:49,710 --> 00:20:55,090
+neural network فال multilayerعملت لنا حل هذا
+
+276
+00:20:55,090 --> 00:20:59,610
+الموضوع لكن عشان نصل الحل تبقى هذا الموضوع معناته
+
+277
+00:20:59,610 --> 00:21:02,290
+بدنا نفهم الأول ايش يعني ال multilayer بدنا نفهم
+
+278
+00:21:02,290 --> 00:21:05,830
+هذا الموضوع ايش هو موضوع ال multilayer ببساطة هي
+
+279
+00:21:05,830 --> 00:21:09,660
+عبارة عن input layer مش مشكلة هي input layerو
+
+280
+00:21:09,660 --> 00:21:12,420
+output layer برضه هذا الناتج ال output layer
+
+281
+00:21:12,420 --> 00:21:15,060
+النهائي هنا كنا نستخدم one perceptron هي ال output
+
+282
+00:21:15,060 --> 00:21:18,300
+و خلاص هي ال output و بناخدله input و انتهى الناتج
+
+283
+00:21:18,300 --> 00:21:21,820
+تبع ال neuron هذه هو النهائي خلصنا لكن الآن بنحط
+
+284
+00:21:21,820 --> 00:21:28,590
+بين ال input و ال output بنحط hidden layersالـ
+
+285
+00:21:28,590 --> 00:21:32,990
+hidden layers هذه ببساطة هي مجموعة للـ neurons
+
+286
+00:21:32,990 --> 00:21:36,790
+اللي بعد المستقبلات تبعتنا، يعني لما بتتكلم عن
+
+287
+00:21:36,790 --> 00:21:42,850
+العين، كل ما بعد العصب البصري، هي hidden layers
+
+288
+00:21:42,850 --> 00:21:47,550
+صارت، العصب البصري هو اللي بيحول الصورة لإشارة،
+
+289
+00:21:47,550 --> 00:21:51,810
+رقم إشارة كهربائية، بتبدأ تنتقل في الـ hidden
+
+290
+00:21:51,810 --> 00:21:56,190
+layersعادتهم طبعا بالملايين، زي ما توقفنا المرة
+
+291
+00:21:56,190 --> 00:21:59,490
+اللي فاتت أخدنا الأرقام، أعداد بتكون بالملايين،
+
+292
+00:21:59,490 --> 00:22:03,610
+ولكن كيف ممكن أعمل model لهذا الكلام؟ فعلى الأقل،
+
+293
+00:22:03,610 --> 00:22:07,690
+بده يكون في عندي one middle أو hidden layer، بدنا
+
+294
+00:22:07,690 --> 00:22:11,930
+يكون فيه طبقة في النص أو أكثر، أو أكثر، بدها تكون
+
+295
+00:22:11,930 --> 00:22:15,710
+hidden between them، فهتكون كتالي، هكون ال input
+
+296
+00:22:15,710 --> 00:22:19,590
+هنا موجود، هاي مجموعة ال inputs،هذه ال layer
+
+297
+00:22:19,590 --> 00:22:24,530
+نسميها input رغم ان هي فعليا اخدوها كمستقلة بتعطي
+
+298
+00:22:24,530 --> 00:22:27,490
+لمجموعة ال inputs كاملة هذه المجموعة ال inputs
+
+299
+00:22:27,490 --> 00:22:31,490
+هتتوزع على hidden layer, first hidden layer,
+
+300
+00:22:31,630 --> 00:22:34,010
+second hidden layer, third hidden layer جد ما يكون
+
+301
+00:22:34,010 --> 00:22:36,750
+يكون طب لمش نتكلم الآن في الوقت الحالي الناس
+
+302
+00:22:36,750 --> 00:22:40,490
+بتكلموا عن ال deep learning بتكون عدادهم كتير اكبر
+
+303
+00:22:40,490 --> 00:22:44,680
+من هي الحقيقةبتعتمد على التطبيق نفسه بتعتمد على
+
+304
+00:22:44,680 --> 00:22:48,100
+التطبيق وجدش انا ممكن اعمل conversions ل ال
+
+305
+00:22:48,100 --> 00:22:51,100
+problem اللي انا بدي احلها كل ما كانت complex more
+
+306
+00:22:51,100 --> 00:22:54,220
+complicated problem او system اللي بدي احله معناه
+
+307
+00:22:54,220 --> 00:22:56,180
+ذلك انهم محتاجين layers اكتر لأنه عدد ال
+
+308
+00:22:56,180 --> 00:22:59,380
+connections و عدد ال nodes هي احد ال parameters
+
+309
+00:22:59,380 --> 00:23:03,540
+اللي بتعتمد على ال non linearity فال non linearity
+
+310
+00:23:03,540 --> 00:23:09,240
+بتعتمد جدش عندي neurons داخل الشبكةالموديل اللي
+
+311
+00:23:09,240 --> 00:23:12,220
+جدامي فيه اتنين hidden layers، first hidden layer
+
+312
+00:23:12,220 --> 00:23:14,600
+and second hidden layer، بعدين بيروح لل layer
+
+313
+00:23:14,600 --> 00:23:16,680
+النهائية ال output اللي هاخد مباشرة منها ال
+
+314
+00:23:16,680 --> 00:23:19,300
+output، مدام هاخد مباشرة منها ال output، معناته
+
+315
+00:23:19,300 --> 00:23:22,360
+أنا جادر اجيس ايش لازم يكون ال output تبعها، مدام
+
+316
+00:23:22,360 --> 00:23:25,930
+جادر اجيس ال output تبعها، فهي مش hiddenلكن ال
+
+317
+00:23:25,930 --> 00:23:30,050
+first و ال second أنا مش عارف إيش لازم يكونوا، إيش
+
+318
+00:23:30,050 --> 00:23:32,950
+لازم يكونوا، معناته هي خارج ال supervision اللي
+
+319
+00:23:32,950 --> 00:23:36,530
+أنا بحكي عنها، ال supervision اللي بحكي عنها اللي
+
+320
+00:23:36,530 --> 00:23:39,550
+هي كله تحت السيطرة supervised learning، لأ هدول
+
+321
+00:23:39,550 --> 00:23:42,990
+أنا مش عارف بالظبط جداش، فلما بدي أعد القيامهم،
+
+322
+00:23:42,990 --> 00:23:46,000
+بعرفش هم مال إيش لازم يكونواالوحيد اللي معلوم عندي
+
+323
+00:23:46,000 --> 00:23:49,900
+هو النهائي فقط النهائي او ال output فقط وعشان هيك
+
+324
+00:23:49,900 --> 00:23:53,260
+ال hidden هذه بتخفينا ال desired output تبعها عشان
+
+325
+00:23:53,260 --> 00:23:58,000
+هيك اسمها hidden فهي ليش هي hidden لهذا السبب لهذا
+
+326
+00:23:58,000 --> 00:24:02,100
+السبب فانا مابقدرش يعني اراقب بالظبط ايش ال input
+
+327
+00:24:02,100 --> 00:24:06,080
+و ال output تبعونها و اقيمهم هم صح او خطأ مابقدر
+
+328
+00:24:06,080 --> 00:24:09,260
+اعمل هذا الكلام فك behavior للشبكة ال input output
+
+329
+00:24:09,260 --> 00:24:14,160
+behavior فقط لل input layer و output layer بس ال
+
+330
+00:24:14,160 --> 00:24:18,280
+hiddenبقدرش نقدرش نعمل لهم إشي طيب في معظم ال
+
+331
+00:24:18,280 --> 00:24:21,100
+commercial artificial neural network هم عادة بيكون
+
+332
+00:24:21,100 --> 00:24:26,680
+في عنده في الغالب three أو four layers اللي هم
+
+333
+00:24:26,680 --> 00:24:30,180
+التجاريات هذه اللي معظمها تجارية بتكونش لا
+
+334
+00:24:30,180 --> 00:24:33,020
+complicated systems في الغالب بتكون عبارة عن
+
+335
+00:24:33,020 --> 00:24:35,780
+neural network تجارية فبتكون layer أو اتنين
+
+336
+00:24:35,780 --> 00:24:39,260
+البرامج اللي ده بتلاقوها جاهزة ك models و بتنزلوها
+
+337
+00:24:39,260 --> 00:24:42,520
+أحيانا عندكوا ك tools جاهزة على ال python على ال
+
+338
+00:24:42,520 --> 00:24:46,520
+neural network على الالـ MATLAB بتكون في الغالب
+
+339
+00:24:46,520 --> 00:24:50,900
+الـ three أو four layers بحيث انه بيكون فيها one
+
+340
+00:24:50,900 --> 00:24:57,240
+or two hidden layers كويسفكل layer يعني بتختلف هذا
+
+341
+00:24:57,240 --> 00:24:59,060
+بالنسبالي ال commercial اللي موجودة فعلا في السوق
+
+342
+00:24:59,060 --> 00:25:02,240
+من عشرة لألف neurons في كل layer من عشر يعني
+
+343
+00:25:02,240 --> 00:25:05,500
+between them بينهم هيك بالنسبالي ال experimental
+
+344
+00:25:05,500 --> 00:25:08,420
+neural networks لأ ممكن اللي هو التجريب اللي ممكن
+
+345
+00:25:08,420 --> 00:25:12,800
+أعمله code أحاول أحل فيه مشاكل محددة هي مش مبنى
+
+346
+00:25:12,800 --> 00:25:18,080
+commercial للبيع ممكن لأتصل لخمسة أو ستة layers و
+
+347
+00:25:18,080 --> 00:25:22,880
+ابتصل لملايين الخلايا أو millions of neurons تمام
+
+348
+00:25:23,570 --> 00:25:27,710
+كيف بدي أدرب الـ hidden layer اللي أنا مش عارف إيش
+
+349
+00:25:27,710 --> 00:25:29,790
+لازم يكون ال output تبعها؟ كيف بدي أدرب يعني؟ كيف
+
+350
+00:25:29,790 --> 00:25:32,470
+بدي أعرف جداش قيمة ال error؟ لإن قيمة ال error زي
+
+351
+00:25:32,470 --> 00:25:36,270
+ما شوفنا توي في ال perceptron هي اللي خلتنا نحدد
+
+352
+00:25:36,270 --> 00:25:40,570
+جداش القيم تبع ال delta W القيمة اللي أنا محتاج
+
+353
+00:25:40,570 --> 00:25:45,530
+أعدل فيها قيمة Wإذا أنا مش عارف أصلا ال error
+
+354
+00:25:45,530 --> 00:25:48,250
+جديش، ليش مش عارف ال error جديش؟ لأن مش عارف ال
+
+355
+00:25:48,250 --> 00:25:53,150
+desire جديش، فلذلك هيكون فيه شوية صعوبة، طيب
+
+356
+00:25:53,150 --> 00:25:56,510
+الصعوبة هذه الحقيقة طولت قبل ما حلوها، حلوها
+
+357
+00:25:56,510 --> 00:26:03,790
+تقريبا في نظريا في ال 86-87، 1986-87 بدأوا يحلوها
+
+358
+00:26:03,790 --> 00:26:06,670
+و لجولها algorithm معين و كان اسمها ال back
+
+359
+00:26:06,670 --> 00:26:11,730
+propagation algorithm و يعني في كتيريعني بعضهم
+
+360
+00:26:11,730 --> 00:26:15,030
+يحلول ان يسميها ال back propagation neural network
+
+361
+00:26:15,030 --> 00:26:18,710
+مع انه هي فعليا هي multilayer forward neural
+
+362
+00:26:18,710 --> 00:26:21,750
+network الحقيقة لكن ال back propagation هي عملية ل
+
+363
+00:26:21,750 --> 00:26:24,630
+training نفسها عملية ل training نفسها و اللي
+
+364
+00:26:24,630 --> 00:26:27,570
+هنشوفها كتالة برضه هتعتمد على ال error لكن انه
+
+365
+00:26:27,570 --> 00:26:31,470
+error فقط ال error بتاع ال output احنا ماعنا الا
+
+366
+00:26:31,470 --> 00:26:36,990
+ناتج ال output patternsالنموذج النهائي لأكثر ولا
+
+367
+00:26:36,990 --> 00:26:41,030
+أقل فهو اللي بقدر أحسبله قيمة ال error بمعنى آخر
+
+368
+00:26:41,030 --> 00:26:44,010
+هي الفرق بين ال actual و ال desired output
+
+369
+00:26:44,010 --> 00:26:48,150
+patterns لل output layer فقط هذه بدنا هي رسمالنا
+
+370
+00:26:48,150 --> 00:26:52,550
+زي ما بيقولوا هي رسمالنا اللي بدنا نحاول نعدل كل
+
+371
+00:26:52,550 --> 00:26:56,390
+الأوزان من خلالها بدنا من خلالها نعدل جميع الأوزان
+
+372
+00:26:56,390 --> 00:27:01,250
+سواء ال weights اللي ملاصقة لل output أو اللي
+
+373
+00:27:01,250 --> 00:27:09,640
+بعيدة عن ال outputcut تالي أول شغلة فكرنا فيها أنه
+
+374
+00:27:09,640 --> 00:27:15,840
+نشتغل two phases أو نشتغلمرحلتين المرحلة الأولى
+
+375
+00:27:15,840 --> 00:27:19,100
+هنقول عليها اسمها training فال first هي ال
+
+376
+00:27:19,100 --> 00:27:23,160
+training input patterns واللي بتكون عبارة عن انه
+
+377
+00:27:23,160 --> 00:27:27,240
+بندخل ال input لل input layer و بنخليه يمشي
+
+378
+00:27:27,240 --> 00:27:31,280
+forward propagation بمشي لل layer ال hidden الأولى
+
+379
+00:27:31,280 --> 00:27:34,820
+لل hidden التانية ثم لل output عشان اجيسه في ال
+
+380
+00:27:34,820 --> 00:27:39,980
+output كويس هذه من خلال ال error اللى بتم بدي
+
+381
+00:27:39,980 --> 00:27:43,460
+احاول اعدل مجموعة ال weightsكلها دي لسه phase
+
+382
+00:27:43,460 --> 00:27:47,200
+واحدة، ال phase الأولى، بنحاول نعدل القيم، لما
+
+383
+00:27:47,200 --> 00:27:50,520
+أقول إن آهيك صارت مستقرة وكويسة وجيدة، بنقول خلاص
+
+384
+00:27:50,520 --> 00:27:54,340
+stop، اتدربت يا جماعة ال neural network أو ال back
+
+385
+00:27:54,340 --> 00:27:56,580
+propagation، ال back propagation دربت لنا ال
+
+386
+00:27:56,580 --> 00:28:00,300
+forward propagation أو multilayer propagation
+
+387
+00:28:01,890 --> 00:28:05,250
+المرحلة التانية بدي أعمل إليها test فكمرحلة أخرى
+
+388
+00:28:05,250 --> 00:28:09,070
+بدنا نعمل إليها عملية ال test هذه عشان نشوف أنا
+
+389
+00:28:09,070 --> 00:28:12,890
+صحيحة مش صحيحة ففي مرحلة ال test بينجيس ال
+
+390
+00:28:12,890 --> 00:28:16,610
+performance الحقيقة تبعها لازم أدخل إليها مجموعة
+
+391
+00:28:16,610 --> 00:28:20,690
+أو set أو data set مختلفة عن ال data set اللي
+
+392
+00:28:20,690 --> 00:28:24,110
+اشتغلت .. اشتغلتها في مين؟ في مرحلة ال training
+
+393
+00:28:24,110 --> 00:28:28,370
+لأنه مش من الصح إن أنا أقوله هي نفس اللي أنت دربت
+
+394
+00:28:28,370 --> 00:28:33,180
+.. اتدربت عليه هو نفس اللي بدي أفحصك فيهبالظبط كأن
+
+395
+00:28:33,180 --> 00:28:37,960
+أنا بحفظه تحفيز كأني بحفظه تحفيز زي لما أقوله خلاص
+
+396
+00:28:37,960 --> 00:28:41,360
+احفظ أن هذا الجلم أزرج الولد مش بالضروري أنه يعرف
+
+397
+00:28:41,360 --> 00:28:44,960
+الأزرج هو عارف أن الجلم أزرج خلاص لأ الأصل أني
+
+398
+00:28:44,960 --> 00:28:48,800
+أجيبله حاجة تانية لونها أزرج عشان أعرف و أفهم يعني
+
+399
+00:28:48,800 --> 00:28:54,360
+ال concept وصل ولا ماوصلوش لما نعمل امتحان مين قال
+
+400
+00:28:54,360 --> 00:28:59,620
+إنه الصح أني أجيب لامتحان سؤال انحل في المحاضرة
+
+401
+00:28:59,620 --> 00:29:04,340
+بالأرقامهذا حفظ مش فهم اطلاقا .. هذا مافي .. مايله
+
+402
+00:29:04,340 --> 00:29:06,500
+اي علاقة اطلاقا بان ان ان ان ان ان ان ان ان ان ان
+
+403
+00:29:06,500 --> 00:29:06,560
+ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان
+
+404
+00:29:06,560 --> 00:29:07,420
+ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان
+
+405
+00:29:07,420 --> 00:29:08,500
+ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان
+
+406
+00:29:08,500 --> 00:29:08,560
+ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان
+
+407
+00:29:08,560 --> 00:29:09,000
+ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان
+
+408
+00:29:09,000 --> 00:29:09,020
+ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان
+
+409
+00:29:09,020 --> 00:29:12,040
+ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان
+
+410
+00:29:12,040 --> 00:29:12,260
+ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان
+
+411
+00:29:12,260 --> 00:29:17,040
+ان ان ان ان ان ان ان ان ان ان
+
+412
+00:29:17,040 --> 00:29:17,040
+ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان
+
+413
+00:29:17,040 --> 00:29:18,980
+ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان ان
+
+414
+00:29:18,980 --> 00:29:18,980
+ان
+
+415
+00:29:27,420 --> 00:29:31,660
+اللي حيصير كالتالي في أول مرحلة اللي هي مرحلة ال
+
+416
+00:29:31,660 --> 00:29:36,700
+training phase بندخل ال input من ال input layer ل
+
+417
+00:29:36,700 --> 00:29:40,980
+ال hidden ل ال output فهذه بنسميها input signals
+
+418
+00:29:40,980 --> 00:29:46,420
+input وصار اسمها forwardforward لـ three layers
+
+419
+00:29:46,420 --> 00:29:49,640
+هالواجهة ال error اللي حصلنا عليه هنا هو الوحيد
+
+420
+00:29:49,640 --> 00:29:52,060
+اللي أنا بقدر أقول عليه error لأن أنا مش عارف هنا
+
+421
+00:29:52,060 --> 00:29:54,920
+جدش لازم يكون ال error ل ال hidden أنا ما بعرف
+
+422
+00:29:54,920 --> 00:29:58,740
+فبالنسبة للشبكة اللي هنا مجموعة ال weights اللي
+
+423
+00:29:58,740 --> 00:30:02,100
+هنا الأوزان اللي هنا من خلال ال error هذا بقدر
+
+424
+00:30:02,100 --> 00:30:05,840
+أعدلهم مافيش مشكلة بنعدلهم هنا لكن المشكلة فيها
+
+425
+00:30:05,840 --> 00:30:09,990
+دولبتعني ال input ما بقدر اعدلهم بناء على ال error
+
+426
+00:30:09,990 --> 00:30:14,330
+هذا لحاله فعشان هيك الأن بدنا نعمل عملية امتشار
+
+427
+00:30:14,330 --> 00:30:21,350
+propagation لما يماثل هذا ال error بس بالعكس فأول
+
+428
+00:30:21,350 --> 00:30:26,070
+ما هنبدأ ال error هنطلعه من ال output للشبكة اللي
+
+429
+00:30:26,070 --> 00:30:31,590
+أقرب لل outputعشان نعدل بناء عليه مجموعة الأوزان
+
+430
+00:30:31,590 --> 00:30:37,350
+اللي هنا ثم ال error نفسه بالأوزان الجديدة بحاول
+
+431
+00:30:37,350 --> 00:30:41,010
+أضربه بالأوزان الجديدة عشان يعطيني error هنا هذا
+
+432
+00:30:41,010 --> 00:30:44,550
+ال error برضه بعمله عملية معالجة بحيث أنه يكون هو
+
+433
+00:30:44,550 --> 00:30:49,010
+اللي أقرب للواقع تأثيرا على ال weights اللي هنا
+
+434
+00:30:49,010 --> 00:30:55,260
+فطريقة التفكير صارت بالعكسهناك بنعمل activation لل
+
+435
+00:30:55,260 --> 00:30:58,780
+function لل neural network أو للشبكة هنا بنعمل
+
+436
+00:30:58,780 --> 00:31:04,400
+عملية learning backward ف back propagation عشان هي
+
+437
+00:31:04,400 --> 00:31:08,600
+اسمها back propagation algorithm فهذا جاي بالعكس
+
+438
+00:31:08,600 --> 00:31:11,840
+في ال error بكون رايح ففي عندي input signal وفي
+
+439
+00:31:11,840 --> 00:31:16,880
+عندي error signal طيب هاتنشوف ال algorithm ببساطة
+
+440
+00:31:17,880 --> 00:31:20,320
+نشوف ال algorithm إيش صار فيه أول شغلة
+
+441
+00:31:20,320 --> 00:31:23,200
+initialization تفقنا على ذلك بس طبعا هنا واضح أن
+
+442
+00:31:23,200 --> 00:31:27,060
+ال initialization هتكون لكم من ال weights أكبر ليش
+
+443
+00:31:27,060 --> 00:31:29,440
+كم من ال weights أكبر لأنه صار عندك كذا layer عندك
+
+444
+00:31:29,440 --> 00:31:33,240
+multi layer فلو افترضنا نشرح على ال three layers
+
+445
+00:31:33,240 --> 00:31:35,760
+اللي هي واحدة input واحدة hidden واحدة output هي
+
+446
+00:31:35,760 --> 00:31:38,960
+ال
+
+447
+00:31:38,960 --> 00:31:42,420
+input وخليني
+
+448
+00:31:42,420 --> 00:31:48,280
+أفترض هنا ال hiddenونفترض هاي ال output و بدناش
+
+449
+00:31:48,280 --> 00:31:55,900
+نكتر عددهم عشان إيش نكون قادرين نرسم جميعا
+
+450
+00:31:55,900 --> 00:32:03,880
+تمام هفترض
+
+451
+00:32:03,880 --> 00:32:08,800
+هاي شبكة كاملة و هنا ال output النهائي تبعنا
+
+452
+00:32:13,430 --> 00:32:15,990
+مبدأيًا في عندي مجموعة weights هنا ال weights هذه
+
+453
+00:32:15,990 --> 00:32:24,510
+بدنا نشوف لحل طبعًا هذه I من 1 to N هنفترضها وهذه
+
+454
+00:32:24,510 --> 00:32:29,830
+هنفترضهم J وهذه هنفترضهم K لcapital K
+
+455
+00:32:34,780 --> 00:32:37,700
+كل ال weights اللي عندى هنا و اللى هى تمثل قداش 4
+
+456
+00:32:37,700 --> 00:32:41,940
+في 3 ففي عندى 12 weight موجودين هنا و في عندى 6
+
+457
+00:32:41,940 --> 00:32:48,220
+هنا هي عندى 18 W كل ال W هدول Randomly بشكل Random
+
+458
+00:32:48,220 --> 00:32:53,280
+هنحسبهم ايش يعني شكل Randomبمعنى هتكون عبارة عن ال
+
+459
+00:32:53,280 --> 00:32:56,420
+minus احنا كنا سابقا في ال perceptron لأنه كانوا
+
+460
+00:32:56,420 --> 00:32:59,780
+اتنين انا مفترض انه ال output تبعي اتنين و مفترض
+
+461
+00:32:59,780 --> 00:33:03,860
+انه ال neuron واحدة بشتغل فكانت من سالب نص لنص هنا
+
+462
+00:33:03,860 --> 00:33:11,540
+من سالب 2.4 over fi ل positive 2.4 over fi ماهي ال
+
+463
+00:33:11,540 --> 00:33:17,540
+fi هذه؟ هذه مجموعة عدد ال inputs neuron عدد ال
+
+464
+00:33:17,540 --> 00:33:21,950
+inputs neuron اللي هنا واحدة اتنين تلاتة اربعة1 2
+
+465
+00:33:21,950 --> 00:33:30,630
+3 4 1 2 3 4 هدولة هيكون كأنه صار 2.4 على 4 ل 2.4
+
+466
+00:33:30,630 --> 00:33:35,400
+على 4 قيمة أقل من النص حتىقيمة أكبر من نصف ولكن
+
+467
+00:33:35,400 --> 00:33:39,020
+أقل من واحد ولكن ايش أقل بتظل من واحد فهنا عملية
+
+468
+00:33:39,020 --> 00:33:43,180
+ال randomization لمرحلة لل back propagation
+
+469
+00:33:43,180 --> 00:33:47,840
+training algorithm مبدأيا خلصنا من وضع هذه القيم
+
+470
+00:33:47,840 --> 00:33:50,680
+لل weights المرحلة التانية هي مرحلة ال activation
+
+471
+00:33:50,680 --> 00:33:53,720
+خلاص صار عندي مجموعة weights موجودين هنا وموجودين
+
+472
+00:33:53,720 --> 00:33:56,800
+هنا ويلهم قيم والقيم هذه مش مضرورة يكونوا صح
+
+473
+00:33:56,800 --> 00:34:01,660
+مبدأيا بدخل ببدأ دخل ال inputsبندخل ال input الأول
+
+474
+00:34:01,660 --> 00:34:04,440
+و اللي أنا عارف أنه إيش ال output تبعه لازم يطلع
+
+475
+00:34:04,440 --> 00:34:09,080
+.. لازم يطلع إيش ال output تبعه لازم يطلع مثلا 01
+
+476
+00:34:11,290 --> 00:34:13,490
+لأن هنا ممكن يكون أكتر من ال neuron في ال output
+
+477
+00:34:13,490 --> 00:34:16,230
+ممكن في ال output يكون أكتر من ال neuron فبنعمل
+
+478
+00:34:16,230 --> 00:34:19,810
+لها عملية تقسيم لو أنا مثلا بدي أفترض بدي أميز
+
+479
+00:34:19,810 --> 00:34:23,530
+صورة محمد و عمر زي ما قلنا في محاضرتنا السابقة
+
+480
+00:34:23,530 --> 00:34:27,390
+محمد و عمر فمحمد ممكن أعطيله 01 و عمر ممكن أعطيله
+
+481
+00:34:27,390 --> 00:34:30,770
+110 فكأنه ال neuron هذه خاصة بعمر و ال neuron هذه
+
+482
+00:34:30,770 --> 00:34:34,700
+خاصة بمحمد مثلاfor example يعني إلها طرق كتيرة كيف
+
+483
+00:34:34,700 --> 00:34:38,360
+عملية ال representation لل output هذه لكن احنا
+
+484
+00:34:38,360 --> 00:34:44,300
+مفترضين أنه كل input له ال output القرين تبعه تمام
+
+485
+00:34:44,300 --> 00:34:48,240
+فهيدخلنا و ضربنا ال input في ال weights الأولى
+
+486
+00:34:48,240 --> 00:34:51,620
+عشان نطلع قيم ال hidden layers قيم ال hidden
+
+487
+00:34:51,620 --> 00:34:55,060
+layers اللي هنا هنضربها في ال weights التانيةفي ال
+
+488
+00:34:55,060 --> 00:34:59,420
+weight 6 التانية هنا اقس ال matrix بتاعت ال weight
+
+489
+00:34:59,420 --> 00:35:02,540
+اللي هنا عشان تطلعلي output ال output هذا اللي هو
+
+490
+00:35:02,540 --> 00:35:06,820
+ال actual output ايش بدنا نعمل فيه؟ بدنا نقارنه
+
+491
+00:35:06,820 --> 00:35:10,640
+بال .. ال .. ال .. ال .. ال desired عشان نحصل على
+
+492
+00:35:10,640 --> 00:35:15,140
+error عشان نحصل على قيمة ال error فهي اللي هيصير
+
+493
+00:35:15,140 --> 00:35:19,360
+فعليا Y J فانا بحسب من ال hidden layer يعني ال
+
+494
+00:35:19,360 --> 00:35:22,790
+output تبع ال hidden layer Jفي الـ iteration
+
+495
+00:35:22,790 --> 00:35:24,950
+الأولى التانية الخامسة المهم في نفس الـ iteration
+
+496
+00:35:24,950 --> 00:35:31,390
+بتساوي sigmoid وهذه بدنا ناخد بالنا منها، هذه الـ
+
+497
+00:35:31,390 --> 00:35:38,250
+sigmoid الـ sigmoid الحقيقة بتتحرك بهذا الشكل فإذا
+
+498
+00:35:38,250 --> 00:35:44,130
+من صفر لواحد ولكن smoothly بشكل smoothly بحيث إن
+
+499
+00:35:44,130 --> 00:35:49,330
+هي عند الـ zero بالظبط قيمتها نص قيمتها نص تمام
+
+500
+00:35:49,330 --> 00:35:53,560
+جداأخدناها سابقا في المحاضرة السابقة و اتكلمنا
+
+501
+00:35:53,560 --> 00:35:56,820
+عنها الان دي ايش بتساوي؟ اكيد طبيعي جدا، هتساوي
+
+502
+00:35:56,820 --> 00:36:01,480
+مين؟ هتساوي كتالة ال input الأول X1 في ال W تبعته
+
+503
+00:36:01,480 --> 00:36:06,400
+و ناخد بالنا من شغلها لما قلنا J، معناته أن Y ده
+
+504
+00:36:06,400 --> 00:36:12,220
+ممكن تكون واحد، اتنين، تلاتة، أربعة لcapital J
+
+505
+00:36:12,220 --> 00:36:15,540
+كويس، فإذا لما تكون واحد كأن أنا بحسب لا هذا
+
+506
+00:36:15,540 --> 00:36:19,470
+للنيوراننحسب لنيورن هادي طب هتنشوف لنيورن هادي
+
+507
+00:36:19,470 --> 00:36:23,590
+لحالها على اعتبار انه صارت Y واحد لان قيمة ال J
+
+508
+00:36:23,590 --> 00:36:30,550
+بتساوي واحد هي عبارة عن X واحد في ال W بتاعتها X
+
+509
+00:36:30,550 --> 00:36:35,890
+اتنين زي X اتنين في ال W تاعتها X تلاتة في ال W
+
+510
+00:36:35,890 --> 00:36:43,610
+تاعتها X أربع في ال W تاعتها فجدش عددهم Nعددهم N،
+
+511
+00:36:43,610 --> 00:36:49,950
+كويس، فهي X I و I من واحد to N، كويس، كل واحدة
+
+512
+00:36:49,950 --> 00:36:53,090
+مضروبة في ميد في ال W بتاعتها، مدام أنا حسبت ل Y
+
+513
+00:36:53,090 --> 00:36:57,670
+واحد، فإذا ال J هنا واحد دائما، خلاص، بتصير عندي
+
+514
+00:36:57,670 --> 00:37:05,370
+Y، عفوا، ال I واحد، فإذا X واحد، مضروبة في W واحد
+
+515
+00:37:05,370 --> 00:37:13,720
+واحدزائد X2 مضروبة في W2 واحد X3 مضروبة في W3 واحد
+
+516
+00:37:13,720 --> 00:37:18,280
+and so on كويس كلهم المجموع كامل على بعضه ما ننساش
+
+517
+00:37:18,280 --> 00:37:22,880
+ل threshold بتاعة مين؟ بتاعة J وهو اللي قلنا واحد
+
+518
+00:37:22,880 --> 00:37:30,050
+معناه ذلك أن هادي فيه الها فيه تخاصة فيهااللي هي θ
+
+519
+00:37:30,050 --> 00:37:34,450
+واحد، هذه إليها θ خاصة فيها، θ تنين، وهذه إليها θ
+
+520
+00:37:34,450 --> 00:37:40,390
+خاصة فيها، اللي هي θ J، capital J، هذه نفس الكلام،
+
+521
+00:37:40,390 --> 00:37:43,470
+في إليها θ الخاصة فيها، واحد، وهذه في إليها θ خاصة
+
+522
+00:37:43,470 --> 00:37:48,610
+فيها، لأن كل واحدة منهم عبارة عن perceptron واحد،
+
+523
+00:37:48,610 --> 00:37:51,150
+لكن احنا عطيناهم multi-perceptrons، مش أكتر من
+
+524
+00:37:51,150 --> 00:37:53,650
+هيك، بس كل perceptron هو نفس الخلية السابقة اللي
+
+525
+00:37:53,650 --> 00:37:57,100
+حكينا عنها سابقاًنفس ال model اللي حكينا عنه
+
+526
+00:37:57,100 --> 00:38:00,620
+سابقا، مجرد ان احنا بس عملنا accumulation منه،
+
+527
+00:38:00,620 --> 00:38:04,200
+عملنا تجميع منه، مش اكتر، تمام، هيك احنا حسبنا
+
+528
+00:38:04,200 --> 00:38:09,220
+لمين؟ لل Y، واحد، بعد ما خلصنا بنحسب ل Y اتنين، ل
+
+529
+00:38:09,220 --> 00:38:13,140
+Y تلاتة، ل Y capital J، بنكون خلصنا ال layer هذه،
+
+530
+00:38:13,140 --> 00:38:16,380
+حسبنا قيمهم، بناخد بالنا انه الناتج النهائي لل
+
+531
+00:38:16,380 --> 00:38:18,860
+summation، بدنا نوديه، ناخده على السيجمويد، جديش
+
+532
+00:38:18,860 --> 00:38:22,820
+قيمته، بدنا نحطه على السيجمويد، قيمته مثلا،
+
+533
+00:38:24,720 --> 00:38:27,240
+Positive، بدنا نيجي عند قيمة الـ Positive هذه و
+
+534
+00:38:27,240 --> 00:38:31,240
+نطلع و نشوف جدّاش قيمة الـ Output كـ Y لها، فبتطلع
+
+535
+00:38:31,240 --> 00:38:33,980
+قيمة و احنا عارفين إن هنا هي هتكون محصورة بين
+
+536
+00:38:33,980 --> 00:38:40,120
+الصفر و الواحد بس smoothly، بمعنى يمكن لقيمة جدا
+
+537
+00:38:40,120 --> 00:38:42,920
+كبيرة في الـ Positive عبر ما تصل لقيمة الواحد
+
+538
+00:38:42,920 --> 00:38:47,140
+الصحيح، الحقيقة، ولكن بتكون قريبة من الواحد تمام،
+
+539
+00:38:47,140 --> 00:38:50,500
+هذه خلصنا الـ Layer الأولى، الآن بعد ما حسبنا ال
+
+540
+00:38:50,500 --> 00:38:54,520
+input، ال outputs هناال output اللي طلع هنا صار
+
+541
+00:38:54,520 --> 00:38:58,600
+كأنه input للجانب الآخر كأنه هذا ال input لل
+
+542
+00:38:58,600 --> 00:39:05,900
+output صحيح؟ أكيد هذا هنا كأنها قيمة لهذه فأصبحت
+
+543
+00:39:05,900 --> 00:39:10,300
+بالنسبالي كأنها ال except اللي هنا ولكن ال except
+
+544
+00:39:10,300 --> 00:39:16,540
+تبعت هنا صارت من 1 ل xjكبتر J و تعرف بالمتغير
+
+545
+00:39:16,540 --> 00:39:25,120
+small j فأصبحت YK ناتج النهائي K لل output للنهائي
+
+546
+00:39:25,120 --> 00:39:32,880
+كويس سيجمويد برضه لمن لل summation هي XIK
+
+547
+00:39:32,880 --> 00:39:39,420
+XIK هذه اللي هي تحت ال hidden layer بالظبط فهذه هي
+
+548
+00:39:39,420 --> 00:39:44,650
+ال hidden layer مضروبة في ال W بين ال J و ال Kالـ
+
+549
+00:39:44,650 --> 00:39:50,150
+J والـ K فانا بتكلم عن الـ hidden nodes هدول ال
+
+550
+00:39:50,150 --> 00:39:54,070
+weights هدول ال weights تعوني ال output layer برضه
+
+551
+00:39:54,070 --> 00:40:04,110
+نفس الكلام هقول هنا K افرض واحد فهد تساوي من واحد
+
+552
+00:40:04,110 --> 00:40:08,470
+to M على اعتبار انه بدل ال capital J خلنا نقول ان
+
+553
+00:40:08,470 --> 00:40:18,750
+هي to M فإذا X واحدو مين؟ و 1 هيها ال X اللي طلعت
+
+554
+00:40:18,750 --> 00:40:30,650
+هنا X 1 مضروبة في W 1 1 طيب plus X 2 هنا هذي 2 في
+
+555
+00:40:30,650 --> 00:40:39,070
+مين؟ في 1 لنفس ال output الأول ف W 2 1W3 1 W4 1
+
+556
+00:40:39,070 --> 00:40:44,410
+لعين WM 1 كل هذا لمين؟ لأول ال neuron في ال output
+
+557
+00:40:44,410 --> 00:40:47,730
+تجميع، كله تجميع، زي ما عملنا تجميع هنا، بنعمل
+
+558
+00:40:47,730 --> 00:40:50,750
+تجميع هنا عشان في الآخر يعطيني مجموع ال summation
+
+559
+00:40:50,750 --> 00:40:55,690
+أجمعه مع θ 1 اللي خاصة بال neuron اللي أنا عندها،
+
+560
+00:40:55,690 --> 00:41:02,280
+اللي هي كيبت سوى 1جمعناها أو طرحناها أو جمعناها
+
+561
+00:41:02,280 --> 00:41:05,480
+بالإشارة السالح بتاعتها مش مشكلة فكل ال summation
+
+562
+00:41:05,480 --> 00:41:08,380
+هذا بنوضيه لمين؟ لسيجمويد جديش طلع ال summation
+
+563
+00:41:08,380 --> 00:41:11,940
+بطبق عليه ال function بتاعت السيجمويد عشان يطلع
+
+564
+00:41:11,940 --> 00:41:15,300
+ليه قيمة هنا القيمة اللي طلعت هنا عبارة عن ال y
+
+565
+00:41:15,300 --> 00:41:20,930
+actualاللي تقارن بالـ Y desired لاحقا، هنعيد نفس
+
+566
+00:41:20,930 --> 00:41:26,830
+الكلام لمن؟ لـ K 2، K 3، K 4، K 5، لكل الـ K أو
+
+567
+00:41:26,830 --> 00:41:29,970
+الـ outputs المطلوبين، فبنكون هيك عملنا activation
+
+568
+00:41:29,970 --> 00:41:36,260
+من ال input لل outputthrough الـ hidden من خلال
+
+569
+00:41:36,260 --> 00:41:40,860
+الـ hidden تمام خلصنا الآن عملية ال weights كيف
+
+570
+00:41:40,860 --> 00:41:44,420
+بدي أعدل مجموعة ال weights وهذه أهم ما في الموضوع
+
+571
+00:41:44,420 --> 00:41:49,680
+الحقيقة أهم شغلة هي هذه القصة كيف ممكن نعدلها؟
+
+572
+00:41:49,680 --> 00:41:54,960
+هنعدلها وناخد بالنا من نقطة جدا مهمة الآن ننظف هذه
+
+573
+00:41:54,960 --> 00:42:02,140
+جدامنا هكذا عشان نتكلم عن النقطة المهمةونرجع نعيد
+
+574
+00:42:02,140 --> 00:42:09,760
+الرسمة على جد بس الشبكة الأخيرة هذه تمام
+
+575
+00:42:09,760 --> 00:42:17,580
+وال node إذا أنتم متذكرين نرجحها لوضعها الأصلي في
+
+576
+00:42:17,580 --> 00:42:20,260
+ال perceptron ال node كانت عبارة عن إيش؟ كانت
+
+577
+00:42:20,260 --> 00:42:25,320
+عبارة عن summation مظبوط مرحلة أولى و بعدين ال
+
+578
+00:42:25,320 --> 00:42:29,870
+activation function اللي احنا مستخدمينه سيجمويدمش
+
+579
+00:42:29,870 --> 00:42:32,870
+هيك مش احنا ساخدانا سيجمويد، سيجمويد تمام هاي ال
+
+580
+00:42:32,870 --> 00:42:37,290
+function بتاعتنا ففعليا ال node هيك عبارة عن
+
+581
+00:42:37,290 --> 00:42:40,470
+summation ثم بعدها عملية ال activation function
+
+582
+00:42:40,470 --> 00:42:43,050
+اللي هي السيجمويد تمام ال error اللي قاعد انحسب
+
+583
+00:42:43,050 --> 00:42:53,730
+بعد السيجمويد ال error حسب بعد السيجمويد ففعليا
+
+584
+00:42:53,730 --> 00:42:57,950
+ال error هنا مش هو ال error قبل السيجمويد
+
+585
+00:43:00,690 --> 00:43:02,770
+هو ليس ال error قبل ال sigmoid، قبل ال sigmoid
+
+586
+00:43:02,770 --> 00:43:06,590
+كانت له قيمة وبعد ال sigmoid صارت قيمة تانية، فإذا
+
+587
+00:43:06,590 --> 00:43:13,830
+في أصبح معدل تغير، معدل تغير، معدل التغير هذا
+
+588
+00:43:13,830 --> 00:43:20,230
+الحقيقة هو أنه جداش بتأثر ال error هنا في ال
+
+589
+00:43:20,230 --> 00:43:28,050
+output بمجرد تغير ال input تبعهبمجرد تغيير ال
+
+590
+00:43:28,050 --> 00:43:31,970
+error تبعه، إذا كان التغير عالي، معناه ذلك إن ال
+
+591
+00:43:31,970 --> 00:43:35,350
+error هنا ال sensitivity بتاعتها عالية، كل ما
+
+592
+00:43:35,350 --> 00:43:38,670
+بيزيد ال error هنا، بيأثر أكبر على ال error بعد ال
+
+593
+00:43:38,670 --> 00:43:43,290
+sigmoidتمام، الآن كيف بدي أجيب العلاقة بينهم هدولة
+
+594
+00:43:43,290 --> 00:43:47,630
+عشان يكون كلامي أكتر دقة في تقييم ال .. في تعديل
+
+595
+00:43:47,630 --> 00:43:50,230
+ال weights اللي هنا ال weights اللي هنا خلاص احنا
+
+596
+00:43:50,230 --> 00:43:53,730
+كنا متفقين سابقا انه error زي ما تذكرين في ال
+
+597
+00:43:53,730 --> 00:43:57,090
+perceptron ال error هذه كنت بدربها مباشرة في ال X
+
+598
+00:43:57,090 --> 00:44:02,670
+I على طول و في Alpha مش متذكرين plus ال W الجديمة
+
+599
+00:44:02,670 --> 00:44:07,640
+خلصنا انتهت الجثةماكنش فيه عندى مشكلة كانت ليش
+
+600
+00:44:07,640 --> 00:44:11,800
+لأنه ال error هنا ال error كانت linear هناك كان
+
+601
+00:44:11,800 --> 00:44:17,280
+مجرد step unit او صفرية واحد ماكنش فيه عندى مشكلة
+
+602
+00:44:17,280 --> 00:44:20,020
+أما هنا لأ هي ال sigmoid الحقيقة هي smooth
+
+603
+00:44:20,020 --> 00:44:24,760
+function بمعنى هديك ماكنش إيه لها معدل تغيرهذه
+
+604
+00:44:24,760 --> 00:44:28,460
+ليست معدّل تغيّر، هل تذكرون؟ أخدتها سابقًا، مش
+
+605
+00:44:28,460 --> 00:44:31,260
+عارف الـ Calculus يمكن، اللي لما أجي بدّي أعمل الـ
+
+606
+00:44:31,260 --> 00:44:33,620
+Derivative أو بدّي أجيب معدّل تغيّر هنا، عند
+
+607
+00:44:33,620 --> 00:44:37,320
+القيمة هذه، عند قيمة الصفر، جديش معدّل تغيّرها،
+
+608
+00:44:37,320 --> 00:44:41,160
+Infinityبمعنى ما بقدرش أجيسه لكن هنا في ال point
+
+609
+00:44:41,160 --> 00:44:45,160
+لأ أنا بقدر أجيسه كيف بدي أحسب معدل التغير بمعنى
+
+610
+00:44:45,160 --> 00:44:50,880
+أنه كل تغير بصير في ال input اللي هو قيمة ال error
+
+611
+00:44:50,880 --> 00:44:57,540
+هنا بعد ال summation جدش بيغير قيمة ال error بعد
+
+612
+00:44:57,540 --> 00:45:01,940
+ال functionهذه بنحسبها كيف بنحسبها؟ derivative
+
+613
+00:45:01,940 --> 00:45:06,020
+مهينة جالي معدل تغير معدل تغير معدل تغير ال
+
+614
+00:45:06,020 --> 00:45:08,360
+calculus جالنا أن معدل التغير هو derivative يعمله
+
+615
+00:45:08,360 --> 00:45:12,880
+خلاص فبنعمله derivative لمين ال derivative؟ لل
+
+616
+00:45:12,880 --> 00:45:16,420
+function اللي between them اللي هي فرجت منهم اللي
+
+617
+00:45:16,420 --> 00:45:20,220
+هي ال sigmoid طب مش هي ال sigmoid 1 على 1 plus
+
+618
+00:45:20,220 --> 00:45:25,060
+exponential minus x y تسوى بهذا الشكلالـ X الـ
+
+619
+00:45:25,060 --> 00:45:28,620
+input تبعها والـ Y ال output تبعها ببساطة جدا هاي
+
+620
+00:45:28,620 --> 00:45:35,240
+معدلة التغير بتعملولها ال derivative لقيمتين او
+
+621
+00:45:35,240 --> 00:45:40,120
+denominator اذا متذكرين معدلتها كويس بتعملولها
+
+622
+00:45:40,120 --> 00:45:44,140
+بهذا الشكل وعملية تجميع عشان يطلع في الآخر ان معدل
+
+623
+00:45:44,140 --> 00:45:49,540
+التغير او ال derivative للسيجمويد هو يساوي معدلة
+
+624
+00:45:49,540 --> 00:45:53,570
+السيجمويد مضروبة في واحد نقص معدلة السيجمويدفإذا
+
+625
+00:45:53,570 --> 00:45:57,670
+ال term هذا كله هو معدل التغير يعني ال derivative
+
+626
+00:45:57,670 --> 00:46:02,870
+ل ال sigmoid function هاي قيمتها تمام و عشان هيك
+
+627
+00:46:02,870 --> 00:46:08,030
+قلنا أنه لأ بدي أحسب delta إيش هي delta؟ بمجرد أني
+
+628
+00:46:08,030 --> 00:46:10,550
+أضرب ال error هنا في معدل التغير شرب ال delta
+
+629
+00:46:10,550 --> 00:46:17,250
+delta الحقيقة هي ال term اللي هنا هي قيمة ال error
+
+630
+00:46:17,250 --> 00:46:21,090
+جبل ال sigmoid function جبل ال sigmoid function
+
+631
+00:46:21,980 --> 00:46:26,600
+كويس و ال error ال E هذه مافيش مشكلة احنا كنا
+
+632
+00:46:26,600 --> 00:46:29,940
+حاسبينها سابقا هي ال desired ناقص ال actual ماكنش
+
+633
+00:46:29,940 --> 00:46:33,600
+عندي كتير إشكال فيها كويس فبتهيأري أخدنا بالنا من
+
+634
+00:46:33,600 --> 00:46:36,820
+قيمة ال delta هذه ليش عملناها لأنه صار في عندي
+
+635
+00:46:36,820 --> 00:46:39,700
+activation function مؤثرة هي بتغير قيمة ال input
+
+636
+00:46:39,700 --> 00:46:43,260
+تبعها بتغير قيمة ال input فعشان هيكي جدش غيرت قيمة
+
+637
+00:46:43,260 --> 00:46:46,440
+ال input بهمني أشوف جدش معدلت تغير و اللي هو
+
+638
+00:46:46,440 --> 00:46:53,100
+derivative اللي هو ببساطة derivative تمامOkay خلاص
+
+639
+00:46:53,100 --> 00:46:56,560
+في الحالة هذه أصبح برجع لنفس المعادلة بتاعة ال
+
+640
+00:46:56,560 --> 00:47:01,860
+perceptron نعم تمام بس بستعيد عن ال error بمفهومها
+
+641
+00:47:01,860 --> 00:47:09,400
+الشمولي لأ بال delta بال delta فهي صارت delta yj
+
+642
+00:47:09,400 --> 00:47:14,780
+مش هي yj ال input تبع ال output layer ال yj في
+
+643
+00:47:14,780 --> 00:47:19,300
+المعادلة ما قبل الأخيرة هذه ال output تبعت
+
+644
+00:47:21,230 --> 00:47:25,170
+الـ hidden وهي تمثل ال input لل output عشان هي كده
+
+645
+00:47:25,170 --> 00:47:30,590
+هي تمثل ال X لل weights اللي التانية تمثل ال X لل
+
+646
+00:47:30,590 --> 00:47:36,460
+weight التانية فعشان هي كده هنضربفي ال YJ فهنقول
+
+647
+00:47:36,460 --> 00:47:41,060
+Y1 و Y2 و Y3 و Y4 كل واحدة بدللتها و هتلاقوا هنا
+
+648
+00:47:41,060 --> 00:47:46,840
+Delta K و هنا إذا ضربتها في YJ معناته أنا بعدل في
+
+649
+00:47:46,840 --> 00:47:54,960
+ال W I J و K J و K إذا Y1 Delta 2 معناته أنا بعدل
+
+650
+00:47:54,960 --> 00:48:02,450
+ال W 1 2 هاي واحدمعناته انا بشطل على واحد هنا و
+
+651
+00:48:02,450 --> 00:48:08,290
+اتنين هنا فانا بغير وين في W واحد اتنين بنعدل في W
+
+652
+00:48:08,290 --> 00:48:10,990
+واحد اتنين باينة مافيش فيها كتير إشكالية ان شاء
+
+653
+00:48:10,990 --> 00:48:15,080
+الله تمامفمافيش كتير إشكالية، جديش بنعدّل هنا و
+
+654
+00:48:15,080 --> 00:48:19,280
+بنعدّل هنا، فهو الوزن اللي بينهم أو ال connection
+
+655
+00:48:19,280 --> 00:48:23,880
+between them بعد ذلك، هذه Delta، Delta بنضيفها على
+
+656
+00:48:23,880 --> 00:48:30,660
+القيمة القديمة لـWJK ضفناها للقيمة القديمة، تمام،
+
+657
+00:48:30,660 --> 00:48:35,840
+خلصناالأن المرحلة اللي بتوضح قيمة إيش يعني كلمة ال
+
+658
+00:48:35,840 --> 00:48:38,200
+propagation اللي حكيناها قيمة ال propagation اللي
+
+659
+00:48:38,200 --> 00:48:43,340
+احنا تحدثنا عنها اللي هي بدنا نعمل propagation لل
+
+660
+00:48:43,340 --> 00:48:46,900
+error بشكل عكسي بهذا الشكل هيك يروح بهذا الاتجاه
+
+661
+00:48:46,900 --> 00:48:49,480
+زي أما ال input إيش بهذا الاتجاه هنخلي ال error
+
+662
+00:48:49,480 --> 00:48:53,300
+يروح بهذا الاتجاه الان احنا delta صارت هي القيمة
+
+663
+00:48:53,300 --> 00:48:57,360
+لبعد ال summation delta هذه بتعامل معاها كأنه أصبح
+
+664
+00:48:57,360 --> 00:49:01,260
+ال input هناال input مكان ال output وهذه بدي
+
+665
+00:49:01,260 --> 00:49:06,300
+امررها في الاتجاه العكسي امررها في مين؟ في الاتجاه
+
+666
+00:49:06,300 --> 00:49:10,480
+العكسي كويس جدا عشان امررها في الاتجاه العكسي
+
+667
+00:49:10,480 --> 00:49:17,580
+معناه ذلك انه هقول delta K هيها وK هنا بواحد مثلا
+
+668
+00:49:17,580 --> 00:49:21,760
+delta K معناته ال delta اللي هنا ل ال neuron ال
+
+669
+00:49:21,760 --> 00:49:28,600
+output الأولى مضروبة في W J وK وفي عند هنالحظوا
+
+670
+00:49:28,600 --> 00:49:36,380
+إيش؟ K من واحد to L من واحد to إيش؟ to L هاي ال L
+
+671
+00:49:36,380 --> 00:49:41,520
+إيش يعني؟ كمان مرة يعني ال term اللي هنا بدي أحسبه
+
+672
+00:49:41,520 --> 00:49:45,480
+الآن هالوجد هنا هادي
+
+673
+00:49:45,480 --> 00:49:52,460
+ال term و اللي هقول عليه Y واحد
+
+674
+00:49:53,760 --> 00:49:57,420
+هنا بدنا نحسب نشتغل على مين على Y1 Y1 إيش هيساوي؟
+
+675
+00:49:57,420 --> 00:50:04,540
+هيساوي الـError 1 مضروبة، هيها لإن الآن بدي أشتغل
+
+676
+00:50:04,540 --> 00:50:10,540
+بهذا العكس .. باتجاه العكسي فDelta 1 مضروبة في W 1
+
+677
+00:50:10,540 --> 00:50:20,600
+1 تمام؟ تمام طيب زائد Delta 2 مضروبة في W 1 2
+
+678
+00:50:22,870 --> 00:50:27,070
+فجمعنا مجموعة ال errors error كان هنا و error من
+
+679
+00:50:27,070 --> 00:50:34,390
+هنا اتجمعوا هنا فهذا .. هذه المعادلة هذه الجزء في
+
+680
+00:50:34,390 --> 00:50:37,290
+المعادلة الأولى اللي هو الجزء التاني بعد ال
+
+681
+00:50:37,290 --> 00:50:43,570
+summation delta 1 delta 2 delta 3 حسب جدش عدد ال
+
+682
+00:50:43,570 --> 00:50:47,490
+output ساعتنا كل واحدة مضروبة في ال weight بين كل
+
+683
+00:50:47,490 --> 00:50:53,110
+delta والـ Hidden اللي بدور عليها اللي سمناها الـ
+
+684
+00:50:53,110 --> 00:50:56,050
+J وهذه الـ J مرة بعملها واحد مرة تانية مرة تلاتة
+
+685
+00:50:56,050 --> 00:51:00,150
+مرة أربعة and so on تمام جدا فانا هنا حسبت مين؟
+
+686
+00:51:00,150 --> 00:51:04,010
+ايش حسبنا هالوجات؟ عارفين ايش حسبنا يا شباب؟ حسبنا
+
+687
+00:51:04,010 --> 00:51:09,590
+ال error ل ال hidden layer ال hidden node الأولى
+
+688
+00:51:09,590 --> 00:51:13,370
+ليش ال error؟ لأنه أنا أصلا اللي قاعد بدرب فيه
+
+689
+00:51:13,370 --> 00:51:17,970
+errors مجموعة errors يعني أنا قاعد جمعت error احنا
+
+690
+00:51:17,970 --> 00:51:23,940
+فعلا جمعنا errorفي الأول كنت بروح forward input بس
+
+691
+00:51:23,940 --> 00:51:27,480
+هالوقت أنا برجع ب error بجيب error فهذه فعليا
+
+692
+00:51:27,480 --> 00:51:34,360
+تجميعة error فكأني بقول إن قيمة ال error هنا ل ال
+
+693
+00:51:34,360 --> 00:51:39,860
+hidden layer الأولى تمام جدا أنا ليش بديها؟ بديها
+
+694
+00:51:39,860 --> 00:51:44,500
+لأنه بدي من خلال ال error هذا أعدل الأوزان بتاعة
+
+695
+00:51:44,500 --> 00:51:48,220
+ال layer الأولى ال layer التانية خلصناهاأحنا
+
+696
+00:51:48,220 --> 00:51:50,800
+عدلناها وانتهينا وكانت زيها زي بالظبط الـ
+
+697
+00:51:50,800 --> 00:51:53,760
+Perceptron ماكانش عندي مشكلة بس هدول لازم أكون
+
+698
+00:51:53,760 --> 00:51:58,260
+عارف ال error تبع نواتجها نواتج ال weights هذه هي
+
+699
+00:51:58,260 --> 00:52:03,020
+ال hidden تمام فحسبت ال E1 بس مانديش أنسى أنه برضه
+
+700
+00:52:03,020 --> 00:52:06,860
+ال node هذه activation function بتاعة ال sigmoid
+
+701
+00:52:06,860 --> 00:52:11,320
+برضه زي ما عملنا في ال output معنى ذلك أنه ال E1
+
+702
+00:52:11,320 --> 00:52:16,500
+هذي ال Ej هذي اللي طلعت عندي هناهذه كلها على بعضها
+
+703
+00:52:16,500 --> 00:52:23,220
+كانت تمثل Ej طبعا في ال iteration P هذه بدنا نرجع
+
+704
+00:52:23,220 --> 00:52:25,920
+نضربها في مين؟ في ال activation .. في ال
+
+705
+00:52:25,920 --> 00:52:27,820
+derivative تبع ال activation function فهي ال
+
+706
+00:52:27,820 --> 00:52:32,740
+derivative أو معدل التغير تبع مين؟ تبع ال sigmoid
+
+707
+00:52:32,740 --> 00:52:40,870
+عشان نجيب ال error جبل ال sigmoidفصارت Delta J بدل
+
+708
+00:52:40,870 --> 00:52:47,830
+EJ اللي هي القيمة اللي هنا Delta J أتوقع ان حلت
+
+709
+00:52:47,830 --> 00:52:51,670
+الآن زي ما كنا عملنا في ال Delta اللي هنا بنرجع
+
+710
+00:52:51,670 --> 00:52:55,970
+نعمل في ال Delta اللي هنا ال Delta هذه هي ضربناها
+
+711
+00:52:55,970 --> 00:53:00,950
+في معدلتنا التانيةالمعادلة التانية Delta اللي طلعت
+
+712
+00:53:00,950 --> 00:53:05,170
+ضربناها في ال X اللي خاصة فيها في Alpha عشان نجيب
+
+713
+00:53:05,170 --> 00:53:10,470
+Delta I J Delta I J إذا جيبنا Delta I J هذه القيمة
+
+714
+00:53:10,470 --> 00:53:15,650
+بنضيفها على ال W القديمة فما دام جيبنا Delta W I J
+
+715
+00:53:15,650 --> 00:53:20,690
+بنضيفها على W I J القديمة فبنجيب قيمة جديدة
+
+716
+00:53:20,690 --> 00:53:26,190
+لالموضوع هذا في الآخر بس نخلص هذا الكلام بنرجع لل
+
+717
+00:53:26,190 --> 00:53:30,750
+step رقم 2بعد إيش؟ بعد ما نكون عدلنا كل ال weights
+
+718
+00:53:30,750 --> 00:53:35,730
+عدلنا ال weights في ال output في ال output matrix
+
+719
+00:53:35,730 --> 00:53:39,970
+weights و في ال input matrix weights بنعمل عملية
+
+720
+00:53:39,970 --> 00:53:43,270
+iteration بنرجع نعمل activation كمان مرة اللي هي
+
+721
+00:53:43,270 --> 00:53:47,250
+إيش؟ أدخل كمان مرة ال input على الأوزان الجديدة
+
+722
+00:53:47,250 --> 00:53:51,450
+اللي اتعدلت و أشوف جديش صارت قيمة ال error و أرجع
+
+723
+00:53:51,450 --> 00:53:55,920
+أعيد كمان مرةنرجع للخطوة تلاتة واربعا سوان ففي
+
+724
+00:53:55,920 --> 00:53:59,480
+الحالة هذه بنقدر نعمل عملية iteration برضه ونشوف
+
+725
+00:53:59,480 --> 00:54:02,340
+أكم iteration محتاج عشان فعلا أصل لمرحلة أنه ال
+
+726
+00:54:02,340 --> 00:54:06,780
+error يكاد يكون zero أو يعمل convergence بدنا نوّي
+
+727
+00:54:06,780 --> 00:54:09,320
+بس لشغل أن convergence مش معناه ذلك أنه يعمل للصفر
+
+728
+00:54:09,320 --> 00:54:12,580
+convergence لو هو بيعمل convergence يعني لو هذه
+
+729
+00:54:12,580 --> 00:54:16,020
+معادلة معادلة ال error مثلا وهيو بينزل ال error
+
+730
+00:54:16,020 --> 00:54:19,730
+أنا مش هقعد أستنى لما أصل لل zeroconvergence مع
+
+731
+00:54:19,730 --> 00:54:23,050
+tolerance level معين يعني انا ممكن اقول انه انا
+
+732
+00:54:23,050 --> 00:54:28,050
+هتقبل منك لو واحد من الف ال error فكأنه هاي المعدل
+
+733
+00:54:28,050 --> 00:54:32,710
+تبعي امتى بيعمل convergence مع ال tolerance بقول
+
+734
+00:54:32,710 --> 00:54:35,230
+انه خلاص صار في end ال convergence وقف خلاص هاي
+
+735
+00:54:35,230 --> 00:54:39,200
+عدد ال iterations اللي اشتغلناها وقفنا الحلوقفنا
+
+736
+00:54:39,200 --> 00:54:45,740
+الحل تمام بنكون هيك شرحنا ال algorithm في ال
+
+737
+00:54:45,740 --> 00:54:47,980
+session اللي جاي ان شاء الله تعالى او في جلستنا
+
+738
+00:54:47,980 --> 00:54:51,140
+القادمة بإذن الله تعالى بناخد مثال على ال
+
+739
+00:54:51,140 --> 00:54:55,080
+propagation و بنعمل تعليم بعملية ال back
+
+740
+00:54:55,080 --> 00:54:58,120
+propagation و من ثم بنشوف ايش العمليات اللي ممكن
+
+741
+00:54:58,120 --> 00:55:02,580
+نعملها عملية تسريع و بنشوف بشكل سريع أكمل neural
+
+742
+00:55:02,580 --> 00:55:04,760
+network تانية مختلفة يعطي كل عافية وبركة
+
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/oBA2VnHmuLc.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/oBA2VnHmuLc.srt
new file mode 100644
index 0000000000000000000000000000000000000000..decc98bbb951219fcd7fd637d5b0702bb8cfe7bb
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/oBA2VnHmuLc.srt
@@ -0,0 +1,3436 @@
+1
+00:00:05,130 --> 00:00:09,250
+بسم الله الرحمن الرحيم نبدأ اليوم في chapter جديد
+
+2
+00:00:09,250 --> 00:00:13,630
+في المبحث الذي خاص بالـ expert systems وسنتكلم عن
+
+3
+00:00:13,630 --> 00:00:16,610
+الـ rule based expert systems فالـ rule based expert
+
+4
+00:00:16,610 --> 00:00:19,290
+systems من اسمها واضح أننا نتكلم عن
+
+5
+00:00:19,290 --> 00:00:23,610
+مجموعة rules مجموعة الـ rules هذه هي أساسا التي
+
+6
+00:00:23,610 --> 00:00:28,830
+المفروض أن نفترض أنها سنُتعامل معها أو نعمل من
+
+7
+00:00:28,830 --> 00:00:34,260
+خلالها عملية التقييم أو عملية الـ modeling للـ
+
+8
+00:00:34,260 --> 00:00:38,060
+Expert System نفسه فسنتكلم من خلال هذا الـ chapter عن
+
+9
+00:00:38,060 --> 00:00:41,680
+الموضوع الذي سنتكلم فيه، أيش يعني؟ ماذا
+
+10
+00:00:41,680 --> 00:00:46,280
+تعني كلمة Expert System؟ وماذا تعني كلمة Rules؟
+
+11
+00:00:46,280 --> 00:00:49,160
+وكيف نحن ممكن نبني أو نعمل construction للـ rules؟
+
+12
+00:00:49,260 --> 00:00:52,760
+نفسها فسنتكلم عن مجموعة خطوات أهمها  ربما الـ
+
+13
+00:00:52,760 --> 00:00:56,080
+knowledge نفسها التي expert system يعتمد
+
+14
+00:00:56,080 --> 00:00:59,680
+عليها فإيش يعني knowledge؟ سنُتكلم عن الـ rules
+
+15
+00:00:59,680 --> 00:01:02,960
+as a knowledge representation technique  التي هي
+
+16
+00:01:02,960 --> 00:01:09,860
+rule كممثل للمعرفة سنتكلم عن اللاعبين لأي فريق
+
+17
+00:01:09,860 --> 00:01:14,160
+ممكن يكون خاص بالـ development للـ expert system، الـ
+
+18
+00:01:14,160 --> 00:01:16,940
+construction للـ rule based expert system، ثم سنتكلم
+
+19
+00:01:16,940 --> 00:01:19,100
+عن الـ characteristics، الـ advantages والـ
+
+20
+00:01:19,100 --> 00:01:22,500
+disadvantages لها، ثم سنتكلم عن الـ confliction أو
+
+21
+00:01:22,500 --> 00:01:25,000
+الـ conflict resolution عندما يكون فيه two rules
+
+22
+00:01:25,000 --> 00:01:29,140
+متعارضان مع بعض، كيف سنُتعامل معهما، ولمن ممكن
+
+23
+00:01:29,140 --> 00:01:33,280
+نعطي الأولوية، ومن أفضل من من، ومن سيكون قوته
+
+24
+00:01:33,280 --> 00:01:37,640
+أكثر من الآخر، فسنتكلم عن كل هذه النقاط، نبدأ بالـ
+
+25
+00:01:37,640 --> 00:01:40,440
+introduction أو what is knowledge، فالـ knowledge
+
+26
+00:01:40,440 --> 00:01:43,020
+بكل بساطة هي theoretical or practical
+
+27
+00:01:43,020 --> 00:01:47,440
+understanding of a subject or a domain، هي الحقيقة
+
+28
+00:01:47,440 --> 00:01:51,940
+المفاهيم، أو مدى فهمي من ناحية عملية أو من
+
+29
+00:01:51,940 --> 00:01:55,660
+ناحية نظرية عن الشيء أو عن المجال، الـ domain نفسه،
+
+30
+00:01:55,660 --> 00:01:58,460
+أو عن الـ domain نفسه، وأستطيع أن أقول أن الـ knowledge هي
+
+31
+00:01:58,800 --> 00:02:03,820
+sum of what is currently known، هي مجموع كل ما هو
+
+32
+00:02:03,820 --> 00:02:08,360
+معروف عن موضوع معين أو subject، سواء subject أو
+
+33
+00:02:08,360 --> 00:02:12,880
+domain، وممكن واضح أنه من خلال هذا الكلام تظهر مدى
+
+34
+00:02:12,880 --> 00:02:17,300
+قوة، مدى قوة أو الـ power  بتاعة الـ knowledge على
+
+35
+00:02:17,300 --> 00:02:20,880
+اعتبار أنها أساس أي rule based، أساس أي expert
+
+36
+00:02:20,880 --> 00:02:25,180
+system، أساس علم الـ AI، أساسا عندما نتكلم عن الـ
+
+37
+00:02:25,180 --> 00:02:30,410
+knowledge أو الـ data،  حسناً، وهذه عادة الشخص الذي
+
+38
+00:02:30,410 --> 00:02:34,530
+يفهم في هذا الموضوع أو يستطيع التعامل مع البيانات هذه
+
+39
+00:02:34,530 --> 00:02:37,950
+ويستطيع قيادتها أو التحرك فيها، ويستطيع عمل
+
+40
+00:02:37,950 --> 00:02:42,350
+management لها، فنحن نسميه expert، نسميه expert أو
+
+41
+00:02:42,350 --> 00:02:46,150
+خبير في المجال طبعا، نتكلم عن subject أو domain،
+
+42
+00:02:46,150 --> 00:02:49,720
+فهو يكون خبير في هذا الـ domain، طيب عندما نتكلم عن
+
+43
+00:02:49,720 --> 00:02:53,980
+الـ domain expert أو human expert، هذا الشخص الخبير
+
+44
+00:02:53,980 --> 00:02:59,720
+المفروض أن يكون لديه knowledge عميق في هذا
+
+45
+00:02:59,720 --> 00:03:05,040
+الموضوع بشكل عميق، بمعنى أنه عميق الفهم، الفهم
+
+46
+00:03:05,040 --> 00:03:10,660
+سواء في الـ facts أو الـ rules، في عندي نقطتين مهمتين،
+
+47
+00:03:10,660 --> 00:03:14,680
+هو يجب أن يفهم facts، حقائق، ويجب أن يفهم rules،
+
+48
+00:03:14,680 --> 00:03:18,500
+كيف يستخدم الحقائق هذه؟ كيف يستخدمها؟ بمعنى أن
+
+49
+00:03:18,500 --> 00:03:21,480
+الحقائق هذه  ممكن تكون شيء نسميه evidence، الـ
+
+50
+00:03:21,480 --> 00:03:25,600
+evidence أو الـ events، ممكن نسميها أحداث
+
+51
+00:03:25,600 --> 00:03:32,020
+تحدث، هذه حقائق، كيف أنا ممكن أحطها على rule معينة
+
+52
+00:03:32,020 --> 00:03:37,420
+وأستخرج معلومة إضافية، معلومة زيادة، فالأصل أن الـ
+
+53
+00:03:37,420 --> 00:03:40,140
+expert أو الـ human expert أو الـ domain
+
+54
+00:03:40,140 --> 00:03:44,200
+expert، يفهم أو يفهم هاتين الشغلتين، فهم الحقائق، و
+
+55
+00:03:44,200 --> 00:03:49,990
+فهم الـ rules أيضاً، طيب والشغل الأهم أنه لازماً يكون
+
+56
+00:03:49,990 --> 00:03:54,510
+متخصص في particular domain، لا ينفع أن أقول والله هو
+
+57
+00:03:54,510 --> 00:03:58,050
+كل شيء في كل شغلة، ويمكن عندما تكلمنا في الـ history
+
+58
+00:03:58,050 --> 00:04:01,250
+السابقة نقول أن هذه إحدى الإشكاليات التي واجهت علم
+
+59
+00:04:01,250 --> 00:04:04,610
+الـ AI فترة طويلة، أنهم كانوا يريدون العمل على الـ
+
+60
+00:04:04,610 --> 00:04:07,750
+general expert system، أن والله أنا أريد عمل robot
+
+61
+00:04:07,750 --> 00:04:10,870
+يفهم في كل شيء، وهذا طبعاً مستحيل، أو يكاد يكون
+
+62
+00:04:10,870 --> 00:04:14,750
+موضوع صعب جداً أن نعمل، أن والله أريد عمل شيء
+
+63
+00:04:14,750 --> 00:04:20,470
+يفهم في كل شيء، لا نحن نختار specific area ونعمل
+
+64
+00:04:20,470 --> 00:04:23,450
+عليها، بده يصنف، يصنف مثلاً أمراض القلب،
+
+65
+00:04:23,450 --> 00:04:26,950
+خلاص هذا جهاز system أو expert system لتصنيف أمراض
+
+66
+00:04:26,950 --> 00:04:30,170
+القلب، انتهى، لن يفهم في شيء آخر، لن أقول له
+
+67
+00:04:30,170 --> 00:04:33,670
+افهم لي شيء آخر، ممكن system آخر يكون استشاري،
+
+68
+00:04:33,670 --> 00:04:36,130
+استشاري والله لدورات تدريبية، أيش أحسن دورة
+
+69
+00:04:36,130 --> 00:04:40,250
+تدريبية للـ trainees إذا كانت مهاراتهم كذا وكذا
+
+70
+00:04:40,250 --> 00:04:42,890
+وكذا وكذا، فأنت حللت أيش المهارات الناقصة
+
+71
+00:04:42,890 --> 00:04:46,850
+عندهم، حسناً؟ فهذا مجال، وهذا مجال تماماً بعيد عنه،
+
+72
+00:04:46,850 --> 00:04:49,450
+لا أستطيع أن أقول أنه لا، أنا أريد واحداً يفهم في كل شيء،
+
+73
+00:04:49,450 --> 00:04:54,690
+فلابد أن يكون الـ domain محدوداً، يكون محدداً، و
+
+74
+00:04:54,690 --> 00:04:57,530
+معروفاً، فالـ expert system هنا نستطيع أن نقول عليه هو
+
+75
+00:04:57,530 --> 00:05:02,890
+skillful person، هو شخص ماهر، شخص حذق، أو لديه
+
+76
+00:05:02,890 --> 00:05:08,260
+المهارات الخاصة لفعل أشياء لا يفعلها الآخرون، فلذلك
+
+77
+00:05:08,260 --> 00:05:11,540
+يجب أن يكون متخصصاً في مجال بحيث أن داخل المجال هذا هو
+
+78
+00:05:11,540 --> 00:05:14,540
+أفضل واحد يستطيع العمل فيه، ليس بالضرورة في كل شيء،
+
+79
+00:05:14,540 --> 00:05:17,520
+ليس بالضرورة في كل شيء، فهذا الـ knowledge بشكل...
+
+80
+00:05:17,520 --> 00:05:21,300
+بشكل عام، وهذا الـ domain
+
+81
+00:05:21,300 --> 00:05:26,090
+expert أو الـ human expert الذي يجب أن يتعامل مع هذه
+
+82
+00:05:26,090 --> 00:05:30,130
+الحقائق والـ rules، طيب الـ rules نفسها طبعاً نحن
+
+83
+00:05:30,130 --> 00:05:32,730
+تكلمنا قبل ذلك أنه والله في النهاية الطريقة
+
+84
+00:05:32,730 --> 00:05:36,070
+التفكير لدماغ...لدماغ هي internal، هي داخلية، أنا
+
+85
+00:05:36,070 --> 00:05:39,370
+لا أعرف هو بالضبط كيف يعمل، وهي too complex لأني
+
+86
+00:05:39,370 --> 00:05:43,610
+أعمل representation لها بشكل، خلينا نقول، تحليلي، و
+
+87
+00:05:43,610 --> 00:05:47,590
+مفصل، وأستطيع عمل explanation، نقول إذا حدث كذا،
+
+88
+00:05:47,590 --> 00:05:50,710
+معناه لابد أن يحدث كذا، لا هو الـ brain
+
+89
+00:05:50,710 --> 00:05:55,990
+لا، ليس بهذا الشكل يعمل، لكن معظم الـ experts
+
+90
+00:05:55,990 --> 00:05:58,690
+الحقيقة وجدوا أننا نستطيع عمل modeling للموضوع
+
+91
+00:05:58,690 --> 00:06:03,650
+من خلال قواعد منفصلة، منفصلة لحالات محددة، نقول
+
+92
+00:06:03,650 --> 00:06:08,540
+إذا حدث كذا، يتبع حدوث كذا، فهذه أصبحت عبارة عن
+
+93
+00:06:08,540 --> 00:06:12,240
+rules، خرجنا من طريقة التفكير النمطية، قلنا لا، أنا أريد
+
+94
+00:06:12,240 --> 00:06:16,840
+عمل brain، أريد عمل simulation لدماغ الإنسان بشكل
+
+95
+00:06:16,840 --> 00:06:21,100
+كامل، كما يفكر دماغ الإنسان، أريد عمل هذا الكلام، ليس
+
+96
+00:06:21,100 --> 00:06:24,460
+صحيحاً حتى اللحظة، خلينا نقول، أن يكون general
+
+97
+00:06:24,460 --> 00:06:29,460
+solver، حسناً، الـ rule بكل بساطة أخذتوها سابقاً، if
+
+98
+00:06:29,460 --> 00:06:34,040
+then، عبارة عن if then، كما نقول if the traffic
+
+99
+00:06:34,040 --> 00:06:38,860
+light is green، then the action is go، حسناً، هي مجرد
+
+100
+00:06:38,860 --> 00:06:45,520
+خلينا نسميه fact، ويتبعها conclusion أو action
+
+101
+00:06:45,520 --> 00:06:51,340
+المفروض أن يُعمل، فإذن هذين الجزئين الأساسيين، إذا كان if
+
+102
+00:06:51,340 --> 00:06:55,100
+the traffic light is red، then the action is stop،
+
+103
+00:06:55,100 --> 00:07:00,040
+حسناً، rules، عبارة عن rules مثلناها بشكل rules، تمام
+
+104
+00:07:00,040 --> 00:07:04,280
+الآن الـ rules، كـ knowledge، الـ rules هذه كـ knowledge
+
+105
+00:07:04,280 --> 00:07:08,320
+representation technique، كطريقة لتمثيل المعرفة،
+
+106
+00:07:08,320 --> 00:07:13,740
+لتمثيل المعرفة، أستطيع أن أقول أن term rule هي بكل
+
+107
+00:07:13,740 --> 00:07:17,480
+بساطة عبارة عن term نمثل فيه المعرفة أو نعمل من
+
+108
+00:07:17,480 --> 00:07:22,640
+خلاله knowledge representation، ويعرف من خلال if
+
+109
+00:07:22,640 --> 00:07:27,860
+then، واستطعنا بكل بساطة أن ننشئ كل لغات البرمجة من من
+
+110
+00:07:27,860 --> 00:07:31,100
+هذا، من هذه الـ rule بشكل أساسي، إذا أردنا العمل فهي
+
+111
+00:07:31,100 --> 00:07:35,600
+الـ rule الأكثر استخداماً للـ conditions في كل لغة
+
+112
+00:07:35,600 --> 00:07:38,820
+البرمجة، الحقيقة كـ structure، فهذه related للـ
+
+113
+00:07:38,820 --> 00:07:43,660
+information أو الـ facts، هذه تعمل relates، يعني
+
+114
+00:07:43,660 --> 00:07:48,420
+تربط الـ information أو الـ facts، الحقائق، وهذه
+
+115
+00:07:48,420 --> 00:07:52,860
+الحقائق التي تكون موجودة مع الـ part if، مع الـ part
+
+116
+00:07:52,860 --> 00:07:57,700
+if، if traffic light is red، فهذه حقيقة التي أنا
+
+117
+00:07:57,700 --> 00:08:03,100
+رأيت أنها فعلاً الإشارة مرور red، فإذا مع الـ if
+
+118
+00:08:03,100 --> 00:08:07,120
+part، تصبح هذه اسمها حقيقة، حقائق أو facts to some
+
+119
+00:08:07,120 --> 00:08:10,100
+action، فنحن نحول مجموعة الـ information هذه
+
+120
+00:08:10,100 --> 00:08:12,900
+نربطها بـ some action، بـ action معين نريد عمله،
+
+121
+00:08:12,900 --> 00:08:19,460
+وهذا الذي يتبع لـ الـ part then، لـ الـ then part، حسناً،
+
+122
+00:08:20,240 --> 00:08:24,140
+فهذه بشكل أساسي، طبعاً أنتم أخذتوها قبل ذلك مراراً
+
+123
+00:08:24,140 --> 00:08:27,260
+وتكراراً في...ممكن في subjects كثيرة، في مواضيع
+
+124
+00:08:27,260 --> 00:08:31,520
+كثيرة أو في مساقات كثيرة لاستخدام الـ rules في
+
+125
+00:08:31,520 --> 00:08:34,280
+create أو نعمل creation للـ understanding أو للـ
+
+126
+00:08:34,280 --> 00:08:38,020
+knowledge بشكل أساسي، بكل بساطة الـ if part نستطيع
+
+127
+00:08:38,020 --> 00:08:41,460
+أن نسميه الـ antecedent، الـ antecedent، الجزء السابق، أو
+
+128
+00:08:41,460 --> 00:08:46,390
+الـ premise أو الـ condition، كلها تسميات للـ fact،
+
+129
+00:08:46,390 --> 00:08:50,750
+للحقيقة التي طبعاً يجب أن تكون موجودة مع الـ part if،
+
+130
+00:08:50,750 --> 00:08:55,590
+ثم then، فيكون معه الـ consequent أو الـ
+
+131
+00:08:55,590 --> 00:09:01,660
+condition أو الـ action، تمام، بهذا الشكل الـ structure
+
+132
+00:09:01,660 --> 00:09:06,540
+الأساسي لها، if antecedent معينة أو fact معينة أو
+
+133
+00:09:06,540 --> 00:09:12,360
+information، شيء معطى، premise، then consequent أو
+
+134
+00:09:12,360 --> 00:09:16,940
+conclusion، معناه ذلك، إذا حدث هذا بالتبعية، لابد
+
+135
+00:09:16,940 --> 00:09:23,900
+أن يحدث هذا، تمام، وطبعاً نستطيع ربط أكثر من حدث لنفس الـ
+
+136
+00:09:23,900 --> 00:09:27,480
+action، نستطيع عمل أكثر من حدث لنفس الـ action من
+
+137
+00:09:27,480 --> 00:09:31,140
+خلال مجموعة combination خاصة بالـ conjunction أو الـ
+
+138
+00:09:31,140 --> 00:09:33,860
+disjunction، فلما أقول الـ conjunction، معناه ذلك أني
+
+139
+00:09:33,860 --> 00:09:38,560
+أتعامل مع الـ and، كـ conjunction أو كـ junction، كرابط
+
+140
+00:09:38,560 --> 00:09:43,940
+لمجموعة information أو مجموعة facts أو مجموعة
+
+141
+00:09:43,940 --> 00:09:47,970
+facts، فيكون إذا الـ antecedent الأولى تحققت أو الـ
+
+142
+00:09:47,970 --> 00:09:51,750
+fact الأولى تحققت and الـ fact الثانية and الـ fact
+
+143
+00:09:51,750 --> 00:09:56,210
+الثالثة أو الـ antecedent الثالثة، to antecedent and
+
+144
+00:09:56,210 --> 00:10:02,780
+then consequent معينة، تمام، أو استخدام الـ
+
+145
+00:10:02,780 --> 00:10:06,820
+disjunction، الـ or، ممكن ربط مجموعة الـ antecedents بـ
+
+146
+00:10:06,820 --> 00:10:10,920
+or، بـ الـ conjunction، الـ disjunction، هو هذا أخذتوها
+
+147
+00:10:10,920 --> 00:10:15,300
+سابقا في عدة مساقات،  أيضاً مرة أخرى، طيب الآن الـ rules
+
+148
+00:10:15,300 --> 00:10:20,240
+هذه نستطيع تمثيل فيها ماذا؟ يعني ماذا الحقائق أو ماذا الـ
+
+149
+00:10:20,240 --> 00:10:23,300
+relations التي ممكن أن تكون موجودة في الدنيا، في
+
+150
+00:10:23,300 --> 00:10:26,740
+حياتنا، ونستطيع تمثيلها بطريقة الـ if then، الحقيقة في
+
+151
+00:10:26,740 --> 00:10:29,720
+تطبيقات كثيرة، أول شغل الـ relations نفسها، أنه في
+
+152
+00:10:29,720 --> 00:10:33,200
+هل في علاقات أم لا علاقات؟ كما نقول if the
+
+153
+00:10:33,200 --> 00:10:38,580
+fuel tank is empty، then the car is dead، سيربطنا بين
+
+154
+00:10:38,580 --> 00:10:44,560
+الـ fuel tank أو خزان البنزين و...أو خزان
+
+155
+00:10:44,560 --> 00:10:48,380
+المحروقات التي...المحروقات بتاعة السيارة مع
+
+156
+00:10:48,380 --> 00:10:52,930
+أن السيارة ستعمل أم لا، إذا والله empty، هو فارغ،
+
+157
+00:10:52,930 --> 00:10:58,810
+فلابد سيكون، لن تتحرك السيارة، فهذه relation،
+
+158
+00:10:58,810 --> 00:11:03,430
+هذه relation ممكن أن تكون بشكل recommendation، بمعنى
+
+159
+00:11:03,430 --> 00:11:08,390
+إذا كان the season is autumn، بمعنى أنه الفصل هو
+
+160
+00:11:08,390 --> 00:11:14,990
+فصل الخريف، إذا كانت the sky is cloudy، بمعنى أنه
+
+161
+00:11:14,990 --> 00:11:21,190
+السماء غائمة، فيها غيم، إذا كانت the forecast is
+
+162
+00:11:21,190 --> 00:11:25,490
+drizzle، الجو ممطر، الـ drizzle بمعنى مطر خفيف، أن
+
+163
+00:11:25,490 --> 00:11:30,490
+هو رذاذ، بتنجد، إذا كان الجو ممطراً بشكل خفيف، ليس
+
+164
+00:11:30,490 --> 00:11:35,330
+المطر الكبير، then the advice is take an umbrella،
+
+165
+00:11:35,330 --> 00:11:40,270
+النصيحة، خذ مظلة، النصيحة خذ مظلة، فهنا أصبحت
+
+166
+00:11:40,270 --> 00:11:44,530
+توصية، إذا واحد، اثنين، ثلاثة، نحن نوصي أو
+
+167
+00:11:44,530 --> 00:11:50,070
+ننصح بفعل ذلك، الذي هو ماذا؟ take an
+
+168
+00:11:50,070 --> 00:11:53,910
+umbrella، حسناً، فإذا كانت recommendation، ممكن أن تكون
+
+169
+00:11:53,910 --> 00:11:58,550
+directive، توجيه، إذا كان if the car is
+
+170
+00:11:58,550 --> 00:12:03,930
+dead، then and the fuel tank is empty، إذا وجد
+
+171
+00:12:03,930 --> 00:12:07,510
+أن السيارة فعلاً لا تريد أن تعمل، لا تعمل، والـ fuel
+
+172
+00:12:07,510 --> 00:12:12,510
+tank، لا، هو empty، is empty، فالـ action أو الـ
+
+173
+00:12:12,510 --> 00:12:15,830
+directive أو التوجيه الذي يجب أن يُعمل، then the
+
+174
+00:12:15,830 --> 00:12:21,290
+action is refuel the car، روح املأ سيارتك، املأ
+
+175
+00:12:21,290 --> 00:12:27,610
+سيارتك، فهذا أصبح توجيهاً أو نصيحة، طيب الـ strategy
+
+176
+00:12:27,610 --> 00:12:31,770
+ممكن أيضاً استخدام الـ if then كاستراتيجية حل، وهذه
+
+223
+00:16:04,150 --> 00:16:08,610
+بده يستخدم الـ expert system عشان يصير فعلاً فيه
+
+224
+00:16:08,610 --> 00:16:13,750
+successful expert system أو فعلاً يكون ناجح هذا
+
+225
+00:16:13,750 --> 00:16:19,170
+بيعتمد بشكل أساسي على how the numbers will work
+
+226
+00:16:19,170 --> 00:16:23,210
+together، الـ numbers هدول كيف بدهم..
+
+227
+00:16:23,210 --> 00:16:25,690
+بدهم يتعاملوا مع بعض، كيف بدهم يتفاعلوا مع بعض،
+
+228
+00:16:25,690 --> 00:16:29,550
+كيف بدهم يفهموا بعض، عشان يفهموا بعض لازم تكون الـ
+
+229
+00:16:29,550 --> 00:16:33,660
+structure بهذا الشكل أساساً، إن والله الـ knowledge
+
+230
+00:16:33,660 --> 00:16:37,700
+engineer هو أساس الشغل كله، بمعنى هو اللي بده يربط
+
+231
+00:16:37,700 --> 00:16:42,500
+كل أعضاء الفريق. أول شغلة بده يتعامل مع الـ project
+
+232
+00:16:42,500 --> 00:16:45,480
+manager بده يكون عارف فيه إيش توجهات الشركة، إيش
+
+233
+00:16:45,480 --> 00:16:50,540
+توجهات المؤسسة، جدّش بده.. بده يكون الـ cast تبعت الـ
+
+234
+00:16:50,540 --> 00:16:53,560
+الـ project كله على بعض، و الـ expert system عشان
+
+235
+00:16:53,560 --> 00:16:56,980
+بناءً على ذلك هو يحدد جدّش عمق التفاصيل اللي بده
+
+236
+00:16:56,980 --> 00:17:00,400
+يشتغل فيها. كمان نفس الكلام، بده هو يشتغل مع الـ
+
+237
+00:17:00,400 --> 00:17:05,680
+domain expert، الجزئية هذه اللي.. اللي هي كنتوا
+
+238
+00:17:05,680 --> 00:17:11,760
+تشتغلوا فيها، الـ user story. هنا بيروح لصاحب الطلب
+
+239
+00:17:11,760 --> 00:17:17,660
+أو إيش الـ expert system  هاتلنا، إبنيلنا النظام لما
+
+240
+00:17:17,660 --> 00:17:22,320
+يكون والله فيه درجة حرارة جدّش، بتفق إنه والله يكون
+
+241
+00:17:22,320 --> 00:17:26,100
+فيه كورونا مثلاً، جدّش فيروس الكورونا ممكن يكون
+
+242
+00:17:26,100 --> 00:17:29,320
+محتمل. طيب كيف أضمن إن هو في فيروس كورونا؟ هيقول
+
+243
+00:17:29,320 --> 00:17:34,390
+إذَا في درجة حرارة كذا، إذا في تعرّق كذا، إذا في
+
+244
+00:17:34,390 --> 00:17:39,250
+كذا، then كذا، فباخد أنا منه كلام عشان أنا أبني
+
+245
+00:17:39,250 --> 00:17:43,350
+عند مين؟ طبعاً مين بيبني؟ knowledge engineer، بيبني
+
+246
+00:17:43,350 --> 00:17:47,690
+الـ rules، بس هو ماخدها ككلام من الـ domain expert،
+
+247
+00:17:47,690 --> 00:17:53,140
+بياخدها كلغة كويسة عشان يبنوا مع بعض، يبنّيها
+
+248
+00:17:53,140 --> 00:17:57,140
+ويرجع له تاني، هيك مظبوط. طب تعال شوفلي هيك الـ rules
+
+249
+00:17:57,140 --> 00:18:00,380
+اللي احنا بنيناها مع بعض، جدّش.. هذا طبعاً خطوة
+
+250
+00:18:00,380 --> 00:18:03,880
+لاحقة، هناخدها الـ chapter الجاي، جدّش أنت تثق إن
+
+251
+00:18:03,880 --> 00:18:07,970
+الـ rules هذول مية في المية؟ حيقول لك لأ، هي مش دائماً مية
+
+252
+00:18:07,970 --> 00:18:10,530
+في المية. طيب معناته ذلك أنه لأ، بدنا نحط لها
+
+253
+00:18:10,530 --> 00:18:15,830
+احتمالية. حد بيصير شغلة تانية، بس في النهاية في
+
+254
+00:18:15,830 --> 00:18:20,090
+ترابط كبير بين الـ two members هدول، على أساس إن
+
+255
+00:18:20,090 --> 00:18:23,590
+knowledge engineer هو اللي بياخد القصة كاملة، و
+
+256
+00:18:23,590 --> 00:18:27,150
+يبني من خلالها الـ rules و يرجع يراجع و يطمئن إن كل
+
+257
+00:18:27,150 --> 00:18:30,010
+الـ rules مظبوطة، الـ rules مظبوطة اللي بناها، عشان
+
+258
+00:18:30,010 --> 00:18:34,560
+بعد ذلك يتواصل مع الـ programmer يقول له برمجلنا هذا
+
+259
+00:18:34,560 --> 00:18:39,520
+الكلام، اشتغل لنا هذا الكلام. بضل نتابع معاه إنه
+
+260
+00:18:39,520 --> 00:18:43,960
+فعلاً والله الشغل مظبوط، الـ..الـ..الـ برنامج
+
+261
+00:18:43,960 --> 00:18:49,060
+مية في المية، و النتائج مظبوطة. بعد ذلك هنا بيكون في
+
+262
+00:18:49,060 --> 00:18:54,550
+تواصل برضه بين الـ programmer و الـ manager، كمن
+
+263
+00:18:54,550 --> 00:18:57,150
+ناحيّة إدارية وإدارية. كلها طبعاً لازم يكون في
+
+264
+00:18:57,150 --> 00:19:00,030
+تواصل موجود. طيب الـ knowledge.. الـ programmer
+
+265
+00:19:00,030 --> 00:19:04,470
+هيبني الـ expert system، بنى الـ expert system عشان
+
+266
+00:19:04,470 --> 00:19:08,810
+يتراجع من خلال الـ knowledge engineer و من الـ
+
+267
+00:19:08,810 --> 00:19:11,250
+domain expert. في الآخر الـ system اللي بده ينعمل
+
+268
+00:19:11,250 --> 00:19:14,510
+بده يجيب الـ domain expert ويقول له حطّ لنا حالات، و
+
+269
+00:19:14,510 --> 00:19:17,930
+خلينا نشوف جدّش هتتوافق أنت رأيك مع رأي الـ expert
+
+270
+00:19:17,930 --> 00:19:21,410
+system، لأنه بدنا نعمل test، لازم ينعمل test، فهذا
+
+271
+00:19:21,410 --> 00:19:25,490
+الأنصر الأساسي في عملية الـ test. تمام، عشان بعد ذلك
+
+272
+00:19:25,490 --> 00:19:30,810
+يكون جاهز يروح لمين؟ للـ user. طيب الـ user ما لهوش
+
+273
+00:19:30,810 --> 00:19:36,070
+علاقة بالطاقم هذا، الـ user بيفهمش إلا المدير، مش
+
+274
+00:19:36,070 --> 00:19:43,110
+شكّك؟ أنت اللي بعتني، ففعلياً عملية البيع هي تمت معنا
+
+275
+00:19:43,110 --> 00:19:46,910
+أخذت منك الـ..الـ..البرنامج أو الـ expert system
+
+276
+00:19:46,910 --> 00:19:50,750
+وإذا أيّ مشاكل حصلت فيه، بدّي أرجع لمين؟ للمدير، هو
+
+277
+00:19:50,750 --> 00:19:54,010
+بعدين يتواصل مع الطاقم، وأنا ما ليّش علاقة، وهذا فعلاً
+
+278
+00:19:54,010 --> 00:19:58,390
+لبسيّه، فهيك بشكل أساسي خليني أقول الـ players
+
+279
+00:19:58,390 --> 00:20:02,830
+الأساسيين لأيّ development team لـ expert system،
+
+280
+00:20:02,830 --> 00:20:05,670
+بدأوا ينشغلوا. الآن الـ structure لـ rule based
+
+281
+00:20:05,670 --> 00:20:09,470
+expert system، لـ الـ..الـ..الـ expert system نفسه.
+
+282
+00:20:10,020 --> 00:20:14,380
+احنا قلنا إن أنا كل اللي مطلوب عندي لأيّ rule based
+
+283
+00:20:14,380 --> 00:20:20,340
+الـ rule نفسها، و الـ facts، الحقائق اللي هي F، إيش
+
+284
+00:20:20,340 --> 00:20:25,180
+بعد الـ F؟ هذه الحقيقة لازم تكون معروفة عندي، هل هي
+
+285
+00:20:25,180 --> 00:20:28,640
+متحققة true ولا لأ؟ هي مثلاً متحققة، فهي true،
+
+286
+00:20:28,640 --> 00:20:32,520
+كويس؟ فهيكون في عندي الـ facts، الـ facts هذه
+
+287
+00:20:32,520 --> 00:20:36,160
+الحقيقة بنسمّيها short term memory، ليش؟ لأنها
+
+288
+00:20:36,160 --> 00:20:41,190
+بتت قابِل التغير، هذه بتتغير، القاعدة ثابتة، بس الـ inputs
+
+289
+00:20:41,190 --> 00:20:45,150
+بتغيّرها، الـ inputs بتغيّرها. أنتم هذا نفس الكلام اللي
+
+290
+00:20:45,150 --> 00:20:48,690
+بتعملوه أنتم عادة، بتحطوها variables، الـ if then
+
+291
+00:20:48,690 --> 00:20:52,290
+إذا كان كذا، وبتحطّوا لها الـ condition تبعكم، الـ
+
+292
+00:20:52,290 --> 00:20:56,510
+logical condition، هذا عادة بيكون متغيّر، أنتم ممكن
+
+293
+00:20:56,510 --> 00:21:00,290
+تحطّوه كـ input أصلاً، في النهاية لكن الـ rule نفسها
+
+294
+00:21:00,290 --> 00:21:02,530
+أنتم بنيتوها وخلصت، مش حتى لو كنتوا بتغيّروا فيها
+
+295
+00:21:02,530 --> 00:21:06,810
+مش هيك، فالـ rule لأ، هي بنسمّيها long term memory، هذه
+
+296
+00:21:06,810 --> 00:21:09,350
+المفروضة، من خلاص موجودة في البرنامج، هتظل موجودة في
+
+297
+00:21:09,350 --> 00:21:14,850
+البرنامج. فهذه بتعمل production للـ rule، للـ rule
+
+298
+00:21:14,850 --> 00:21:18,510
+نبني فيها مجموعة الـ rules عشان نعمل بعدين matching
+
+299
+00:21:18,510 --> 00:21:23,210
+بين الـ facts و الـ rules اللي موجودة، من خلال الـ
+
+300
+00:21:23,210 --> 00:21:28,850
+reasoning أو المنطق، نشوف الـ rule هذه إيش مجموعة الـ
+
+301
+00:21:28,850 --> 00:21:31,430
+inputs، عشان أجي أعمل check، الـ inputs هذه موجودة
+
+302
+00:21:31,430 --> 00:21:35,910
+ولا لأ؟ كـ facts، كحقائق. نعمل matching، إذا في matching
+
+303
+00:21:35,910 --> 00:21:40,030
+معناته بنطلع نتائج، الـ conclusion، هنا الـ rule هذه
+
+304
+00:21:40,030 --> 00:21:42,410
+إيش الـ conclusion تبعتها؟ إذا فعلاً تحقق،  effect
+
+305
+00:21:42,410 --> 00:21:45,830
+بنطلّعها، عشان نطلع بالـ conclusion، عشان نطلع
+
+306
+00:21:45,830 --> 00:21:51,290
+conclusion. لو وسّعنا أكتر، هنجد إنه جزئية الـ
+
+307
+00:21:51,290 --> 00:21:53,430
+inference اللي في النص، أو الـ reasoning اللي في
+
+308
+00:21:53,430 --> 00:21:57,490
+النص، اللي احنا ممكن نسمّيها inference engine، محرّك
+
+309
+00:21:57,490 --> 00:22:01,130
+الاستدلال.. محرّك الاستدلال.. الاستدلال بده يبدأ
+
+310
+00:22:01,130 --> 00:22:04,230
+يمسك كل الـ facts اللي هنا، و ينزّلهم على الـ rules
+
+311
+00:22:04,230 --> 00:22:08,680
+اللي هنا، ويشوف مين منهم تحقق من الـ rules، مين منهم
+
+312
+00:22:08,680 --> 00:22:13,580
+هيتحقق، عشان يكون عمل فعلاً عملية بحث، كأنه صار محرّك
+
+313
+00:22:13,580 --> 00:22:17,900
+بحث، محرّك البحث بيعمل matching بين كلّهم، وهنشوف الـ
+
+314
+00:22:17,900 --> 00:22:20,780
+logic كيف بده يعملها. بعد ذلك بده يشتغل على الـ
+
+315
+00:22:20,780 --> 00:22:24,860
+explanation facilities، جدّش أنا ممكن أعمل
+
+316
+00:22:24,860 --> 00:22:29,850
+explanation، وهدي إحدى مصادر القوّة الحقيقية للـ Rule
+
+317
+00:22:29,850 --> 00:22:35,730
+Based Expert System، إنه بقدر بكل بساطة أتّبع الحل،
+
+318
+00:22:35,730 --> 00:22:41,190
+أتّبع الحل لما يعطيني في الآخر قرار، يعطي للـ user
+
+319
+00:22:41,190 --> 00:22:44,510
+قرار، من خلال الـ user interface اللي خاصة بالـ user.
+
+320
+00:22:44,510 --> 00:22:49,170
+بمجرد ما أعطيه قرار، إذا صار في شكّ، بكل بساطة بنقدر
+
+321
+00:22:49,170 --> 00:22:51,370
+نرجع نشوف إيش الـ rules اللي.. إيش الـ facts اللي
+
+322
+00:22:51,370 --> 00:22:54,230
+استخدمتها، وإيش الـ rules اللي موجودة، وأطبّقها أنا
+
+323
+00:22:54,230 --> 00:22:59,710
+لحالي. فمعناته إنّ الـ explanation سهل جدّاً، عملية إنّه
+
+324
+00:22:59,710 --> 00:23:03,950
+أفسّر، أفسّر النتيجة، عملية تفسير النتيجة، وقد يكون
+
+325
+00:23:03,950 --> 00:23:07,270
+أحياناً إنه ممكن أساساً مع القرار يعطيني تسلسل
+
+326
+00:23:07,270 --> 00:23:12,030
+النتائج، والله لأن الـ rule رقم واحد عملناها firing
+
+327
+00:23:12,030 --> 00:23:17,010
+من خلال الـ fact واحد واثنين وخمسة، فطلع لي الـ
+
+328
+00:23:17,010 --> 00:23:19,730
+conclusion الأول، وهذا الكلام اللي كنا ناخده في الـ
+
+329
+00:23:19,730 --> 00:23:23,110
+..إذا متذكّرين، الـ proof strategies، في الـ proof of
+
+330
+00:23:23,110 --> 00:23:25,150
+strategy، زي ما كنا نحطّ rules ونحطّهم وراء بعض،
+
+331
+00:23:25,150 --> 00:23:29,010
+الخطوة الأولى، التانية، التالتة، بعد سبعة، ثمانية، تسعة،
+
+332
+00:23:29,010 --> 00:23:32,610
+خطوات، نكون وصلنا لها الحل، أيّ نفس الفكرة if then،
+
+333
+00:23:32,610 --> 00:23:37,130
+عملية الـ if then، تمام. ممكن نوسّع أكتر، بحيث إنه يصير
+
+334
+00:23:37,130 --> 00:23:40,130
+complete structure للـ rule based، بحيث إنه يصير
+
+335
+00:23:40,130 --> 00:23:44,090
+قابل إنه ياخد كمان knowledge external، من external
+
+336
+00:23:44,090 --> 00:23:47,230
+knowledge أو external database، و external program،
+
+337
+00:23:48,620 --> 00:23:51,800
+برامج إضافية ممكن تدخل على الـ inference engine، فالـ
+
+338
+00:23:51,800 --> 00:23:57,560
+inference engine هذا، جدّش ممكن ياخد rules إضافية
+
+339
+00:23:57,560 --> 00:24:02,000
+من خارج الـ system نفسه كمان، من خارج الـ system، زي
+
+340
+00:24:02,000 --> 00:24:05,340
+كأنها مثلاً إذا كان.. أنتم بتلاحظوا كان.. كان
+
+341
+00:24:05,340 --> 00:24:08,060
+زمان، اللي هو الأجهزة الإلكترونية هذه اللي هي بتاعة
+
+342
+00:24:08,060 --> 00:24:11,640
+البرمجة.. بتاعة الترجمة. كون بكل بساطة تروحوا إيش
+
+343
+00:24:11,640 --> 00:24:16,360
+تسوّوا على الدكان أو المحل اللي بيبيعها، وتشتروا
+
+344
+00:24:16,360 --> 00:24:21,120
+..تشتريوا ذاكرة خاصة مثلاً بالمصطلحات الطبية، ذاكرة
+
+345
+00:24:21,120 --> 00:24:24,800
+خاصة بالمصطلحات الهندسية، إضافة إلها، وإلها slot
+
+346
+00:24:24,800 --> 00:24:28,020
+مثلاً، تحطّوها في الـ slot، فصار بتقدروا تاخدوا إمكانيات
+
+347
+00:24:28,020 --> 00:24:32,460
+أكبر، فصارت external database.. external database
+
+348
+00:24:32,460 --> 00:24:37,960
+هو فعلياً كجهاز للّغة العادية، الـ language العادية،
+
+349
+00:24:37,960 --> 00:24:41,920
+لكن أحياناً بيكون في مصطلحات، مصطلحات ممكن اشتري لها
+
+350
+00:24:41,920 --> 00:24:45,580
+chip خاصة فيها، ممكن اشتري لها chip، فهي نفس الفكرة،
+
+351
+00:24:45,580 --> 00:24:48,360
+أنا عندي system، لكن لا يمنع إنه ممكن أزوّد
+
+352
+00:24:48,360 --> 00:24:52,960
+إمكانياته، أزوّد له.. أزوّد.. نوّصّله مع external
+
+353
+00:24:52,960 --> 00:24:56,600
+database أو external program، بس في النهاية الـ
+
+354
+00:24:56,600 --> 00:24:59,680
+database اللي موجودة تحت النظام نفسه، هي موجودة كـ
+
+355
+00:24:59,680 --> 00:25:04,910
+facts، و الـ knowledge base موجودة، أو قاعدة المعرفة
+
+356
+00:25:04,910 --> 00:25:09,790
+موجودة من خلال الـ rules، و زي ما قلنا هذه long term،
+
+357
+00:25:09,790 --> 00:25:13,170
+وهذه short term، الاتنين هيروحوا على نفس الـ
+
+358
+00:25:13,170 --> 00:25:16,670
+inference engine، عشان يكون في عنده explanation،
+
+359
+00:25:16,670 --> 00:25:23,750
+بقدر بكل بساطة أطلع خطوات الحل، بكل بساطة. وهنا ممكن
+
+360
+00:25:23,750 --> 00:25:27,530
+..ممكن نجسّمه إنه يكون فيه user interface خاص بالـ
+
+361
+00:25:27,530 --> 00:25:31,090
+user، وممكن يكون فيه developer interface، هدول خاصّ
+
+362
+00:25:31,090 --> 00:25:33,770
+بمين؟ بالـ knowledge engineer و الـ expert، إذا كان
+
+363
+00:25:33,770 --> 00:25:37,310
+بدهم يضطروا يعدّلوه، يشوفوا الـ explanation، يمكن أنا
+
+364
+00:25:37,310 --> 00:25:40,450
+بدّي أعمل الـ explanation، هتكون ظاهرة هنا..هنا مش
+
+365
+00:25:40,450 --> 00:25:44,270
+بالضروري..هنا بده ناتج و خلاص، فممكن برضه يكون في
+
+366
+00:25:44,270 --> 00:25:46,110
+عندي two interfaces.
+
+367
+00:25:48,620 --> 00:25:53,860
+الآن كيف تفاعل الـ facts مع الـ rules، كيف الـ rule و
+
+368
+00:25:53,860 --> 00:25:57,240
+الـ fact بيتعاملوا مع بعض، بيكون في عندي مجموعة الـ
+
+369
+00:25:57,240 --> 00:26:00,340
+database العلوية.. العلوية هذه، ده كلها هنا الـ
+
+370
+00:26:00,340 --> 00:26:03,160
+short term، اللي هي الـ database، وفي عندي الـ
+
+371
+00:26:03,160 --> 00:26:07,200
+knowledge base اللي هي خاصّة.. خاصة بالـ rules..
+
+372
+00:26:07,200 --> 00:26:09,840
+مجموعة الـ rules. أول شغل بنعملها بين الاتنين، بنعمل
+
+373
+00:26:09,840 --> 00:26:16,400
+matching، الـ matching هذا بيروح بفحص كلاهما، عشان
+
+374
+00:26:16,400 --> 00:26:20,280
+أشوف مجموعة الـ facts هدول مع مين عملوا matching
+
+375
+00:26:20,280 --> 00:26:25,480
+من الـ rules هدول. كويس، انعمل matching، الـ matching
+
+376
+00:26:25,480 --> 00:26:31,760
+هذه مباشرة، الـ rule تحقّقت، فإذا a is x، a is x فعلاً
+
+377
+00:26:31,760 --> 00:26:39,820
+هي تحقّقت، then b is y، فبروح بعمل fire لـ b is y،
+
+378
+00:26:39,820 --> 00:26:46,330
+فبحطّ اللي هنا fact، خلاص حقيقي، صارت done، ليش done؟
+
+379
+00:26:46,330 --> 00:26:51,010
+لأنه مرتبط بهذا، فهذا صار خلاص، فإذا P is Y،
+
+380
+00:26:51,010 --> 00:26:57,270
+انتهى، نتيجة الـ matching اللي صارت بين الـ A is X و
+
+381
+00:26:57,270 --> 00:27:03,770
+الـ rule اللي خاصة بـ X و Y، فبعملها firing، وبنضيفها
+
+382
+00:27:03,770 --> 00:27:10,050
+كـ fact، حقيقة هنا. كايه؟ كـ fact. الـ fact هذه بمجرد ما
+
+383
+00:27:10,050 --> 00:27:15,550
+الـ fact X طارت، أكيد هيتحطّ معاها، لإنه هتنفى أو مش
+
+384
+00:27:15,550 --> 00:27:19,050
+هتتحقّق فعلياً، أو مش هكون to guarantee إنه فعلاً
+
+385
+00:27:19,050 --> 00:27:25,790
+تحقّقت الـ rule في الحالة هذه. تمام، مثل ناخد مثال على
+
+386
+00:27:25,790 --> 00:27:29,510
+هذا الموضوع، هنقول إذا كان عندي، وبدنا من خلالها
+
+387
+00:27:29,510 --> 00:27:32,570
+نشوف إيش نوعيتين التحليل اللي ممكن نشتغل عليه علمياً، و
+
+388
+00:27:32,570 --> 00:27:38,490
+هنحلّل الطريقتين، عملية بناء قواعد البيانات أو
+
+389
+00:27:38,490 --> 00:27:43,450
+الحصول على الـ conclusion. إذا بدّي أبني قواعد
+
+445
+00:32:10,940 --> 00:32:15,350
+لسه برضه غير موجودة احنا بدأنا بهذا الشكل Y لسه مش موجودة
+
+446
+00:32:15,350 --> 00:32:18,930
+فإذا مش هنعملها firing لأنه أصلا هي ما عملتش
+
+447
+00:32:18,930 --> 00:32:24,190
+matching اللي بعدها X,B,E أه X صارت موجودة و B و E
+
+448
+00:32:24,190 --> 00:32:27,850
+كانوا موجودين من الأساس فبقدر أعمل matching لمين E
+
+449
+00:32:27,850 --> 00:32:34,470
+مع B مع X كلهم matching مع ال rule رقم 2 عشان
+
+450
+00:32:34,470 --> 00:32:38,730
+يعملي firing لمين ل Y عملنا firing ل Y هذه
+
+451
+00:32:38,730 --> 00:32:41,230
+ما عملناها firing سابقا .. هذه ما عملناها firing سابقا
+
+452
+00:32:41,230 --> 00:32:46,210
+.. خلاص يعني هي متحققة أم لسه مش موجودة فبقدرش
+
+453
+00:32:46,210 --> 00:32:50,170
+أعملها firing .. خلصنا ال cycle بتاعتنا .. بدأنا
+
+454
+00:32:50,170 --> 00:32:55,710
+بسبعة انتهينا بثمانية facts .. بدأنا بسبعة
+
+455
+00:32:55,710 --> 00:33:00,050
+انتهينا بثمانية facts .. تمام ..الآن ال cycle
+
+456
+00:33:00,050 --> 00:33:06,350
+الثالثة ال cycle الثالثة بنرجع Y and D Y and D
+
+457
+00:33:06,350 --> 00:33:10,710
+الاتنين صاروا موجودين هاي الاتنين موجودين Matching
+
+458
+00:33:10,710 --> 00:33:13,810
+مع ال rule الأولى ال rule الأولى هتعمل إيه firing
+
+459
+00:33:13,810 --> 00:33:17,730
+لمين؟ ل Z بنضيف Z إلا إن هذه ما عملناها firing،
+
+460
+00:33:17,730 --> 00:33:21,310
+ما عملناها firing، ما عملناها firing أم لسه مش موجودة مش
+
+461
+00:33:21,310 --> 00:33:24,650
+هقدر أعملها firing فهذه مش هتتحقق معاه لأنه ما عملتش
+
+462
+00:33:24,650 --> 00:33:27,890
+Matching لل facts بتاعتها لمجموعة ال facts بتاعتها
+
+463
+00:33:27,890 --> 00:33:32,920
+ف cycle الثالثة خلصت Okay مع cycle الثالثة خلاص بقدرش
+
+464
+00:33:32,920 --> 00:33:35,960
+أقدر أضيف أي شيء لل database الآن ما فيش مجال نضيف
+
+465
+00:33:35,960 --> 00:33:39,500
+أي شيء لل database بهذا الشكل ال cycle الثالثة بدأنا
+
+466
+00:33:39,500 --> 00:33:44,240
+من ثمانية facts وصلنا لتسعة facts ووقفت هذه مناسبة
+
+467
+00:33:44,240 --> 00:33:47,460
+جدا الطريقة لما أكون أنا بدي رغم أن أنا بتحصل على
+
+468
+00:33:47,460 --> 00:33:50,480
+Z لكن في نفس الوقت طول ما أنا ماشي قاعد بأبني ال
+
+469
+00:33:50,480 --> 00:33:54,590
+database بتاعتنا بنبني قاعدة البيانات ال database
+
+470
+00:33:54,590 --> 00:33:58,170
+قاعدة بنزودها بنزود في إيش؟ في قاعدة البيانات فهذه
+
+471
+00:33:58,170 --> 00:34:03,590
+كويسة ك strategy في الحالة طيب أما الشغل الثاني مش
+
+472
+00:34:03,590 --> 00:34:07,510
+ال data-driven reasoning لأ اللي هي ال goal-driven
+
+473
+00:34:07,510 --> 00:34:12,670
+reasoning الهدف مش ال data أن أبني data لأ الهدف
+
+474
+00:34:12,670 --> 00:34:18,290
+ال goal أنا بدي ال goal وخلاص فال goal to find Z
+
+475
+00:34:18,290 --> 00:34:24,180
+لأ بدي أكتر ولا أقل أنا ماشي معنى بتكبير قاعدة
+
+476
+00:34:24,180 --> 00:34:29,620
+البيانات أنا بس بدي Z بس تمام الآن هاي الخمسة
+
+477
+00:34:29,620 --> 00:34:34,420
+facts الأساسيين بدنا نبدأ بال goal Z عشان أقول ال
+
+478
+00:34:34,420 --> 00:34:38,560
+goal Z المطلوب بالنسبة لي معناه ذلك أنه نحدد أنا
+
+479
+00:34:38,560 --> 00:34:45,040
+الآن في ال stage تبعت الهدف تبعي هو Z مين من ال
+
+480
+00:34:45,040 --> 00:34:50,620
+conclusions اللي موجودة لل rules هي Z أه رقم واحد
+
+481
+00:34:50,620 --> 00:34:54,180
+هي فيها Z طيب ممتاز هتنعمل matching خلاص نحلها و
+
+482
+00:34:54,180 --> 00:35:00,440
+نخلص من هالقصة Y مش موجودة D موجودة طيب معناه ذلك
+
+483
+00:35:00,440 --> 00:35:07,300
+أنه صار ال target تبعها الهدف find Y فصار sub goal
+
+484
+00:35:07,300 --> 00:35:12,760
+صارت sub goal ثانية الآن صرت بتعامل معاها إذا sub
+
+485
+00:35:12,760 --> 00:35:20,640
+goal Y sub goal Y فصار عندي نتيجة أن Z محتاجة
+
+486
+00:35:20,640 --> 00:35:26,720
+D تعمل matching مع D و D موجودة و Y و Y غير موجودة Y
+
+487
+00:35:26,720 --> 00:35:29,000
+اللي أنا المفروض كنت متخيلها موجودة في ال data
+
+488
+00:35:29,000 --> 00:35:32,700
+base بس هي غير موجودة فصارت مطلوبة عشان نعمل
+
+489
+00:35:32,700 --> 00:35:37,640
+matching هيها محتاجين نعمل matching مع ال rule هذه
+
+490
+00:35:37,640 --> 00:35:41,000
+لكن فعلا هي غير موجودة فبدور عليها ك conclusion
+
+491
+00:35:41,000 --> 00:35:45,830
+فوجدتها conclusion في rule الثانية طيب ممتاز خلاص انحلت
+
+492
+00:35:45,830 --> 00:35:48,770
+يا جماعة ها بنشوف بنحققها و بنعمل firing لها و
+
+493
+00:35:48,770 --> 00:35:54,430
+بتنتهي هالجثة بنرجع يرجع و خلصنا E موجودة B موجودة
+
+494
+00:35:54,430 --> 00:36:00,050
+أه X sub goal sub goal بالظبط صارت sub goal ثانية
+
+495
+00:36:00,050 --> 00:36:07,830
+لمين ل X لل X فصار الآن sub goal الثالثة اللي هو
+
+496
+00:36:07,830 --> 00:36:11,790
+find X
+
+497
+00:36:12,280 --> 00:36:22,240
+كنا بدأنا بمين؟ find Z واضطرينا نروح ل Y
+
+498
+00:36:22,240 --> 00:36:27,860
+ثم ل X الآن X اللي مطلوبة أصبحت لحظة كأنها صارت X
+
+499
+00:36:27,860 --> 00:36:32,760
+هي اللي بيعتمد عليها ال firing ل Z ملاحظين؟ فصارت
+
+500
+00:36:32,760 --> 00:36:39,400
+X لو وجدت هتوجد Z طيب لكن X هذه تعتمد على ال rule رقم 3
+
+501
+00:36:40,430 --> 00:36:45,210
+لكن هناخد بالنا أن هدول أنا حاططهم في الذاكرة أنا
+
+502
+00:36:45,210 --> 00:36:49,530
+مشفّتهم ليش؟ لأنه لما تجيني X كلهم بدهم ينعملهم
+
+503
+00:36:49,530 --> 00:36:54,990
+firing مش والله إن أنا رابطت X ب Z مش هروح للنتين
+
+504
+00:36:54,990 --> 00:36:57,230
+هدول لأ أنا مضطر له أنا لازم أروح لهم عشان هم اللي
+
+505
+00:36:57,230 --> 00:37:01,270
+هيوصلوني Chain rule Chain rule عشان X اسمها
+
+506
+00:37:01,270 --> 00:37:07,150
+backward chaining كويس الآن مضطر أروح لمين ل ال
+
+507
+00:37:07,150 --> 00:37:11,810
+rule رقم 3 ال rule رقم 3 خلاص ما فيها مشكلة إطلاقا
+
+508
+00:37:11,810 --> 00:37:15,730
+مش هيكون في عندي مشكلة فبعملها firing و مدام
+
+509
+00:37:15,730 --> 00:37:19,510
+عملتلها firing خلاص مش محتاجة عندي في الذاكرة في
+
+510
+00:37:19,510 --> 00:37:22,390
+ال RAM أنا مش محتاجها عملتلها firing و خلصت خلاص
+
+511
+00:37:22,390 --> 00:37:25,910
+هدول لسه موجودين عملت firing هي X أنا اللي عليا
+
+512
+00:37:25,910 --> 00:37:31,390
+خلصته الآن ال rule رقم 2 هي اللي بتروح تدور على X
+
+513
+00:37:31,390 --> 00:37:36,110
+و تعمل firing و برضه تخلص فنفس الكلام بهذا الشكل
+
+514
+00:37:37,050 --> 00:37:41,690
+هنعمل firing لل rule رقم اتنين عشان يعطيني Y ثم
+
+515
+00:37:41,690 --> 00:37:46,470
+أخيرا هنا بتكون رجعنا لمين لل sub goal Y هنا في
+
+516
+00:37:46,470 --> 00:37:50,090
+الآخر روحنا لمين لأول stage كنا شغالين فيها اللي
+
+517
+00:37:50,090 --> 00:37:56,030
+هي ال goal Z و بنرجع بنجيب Z لاحظوا هنا ال
+
+518
+00:37:56,030 --> 00:37:59,810
+database هنا غير ال database هناك هناك كانت الهدف
+
+519
+00:37:59,810 --> 00:38:02,870
+الأساسي هو بناء قاعدة البيانات عشان كان اسمها data
+
+520
+00:38:02,870 --> 00:38:07,950
+driven هنا لأ هنا goal driven هنا ال .. ال .. ال
+
+521
+00:38:07,950 --> 00:38:10,970
+goal هو اللي بده يقودني، أنا ب .. بروح على هدف،
+
+522
+00:38:10,970 --> 00:38:14,330
+ما عنديش .. ما ليش علاقة إطلاقا أنه أبني قاعدة
+
+523
+00:38:14,330 --> 00:38:18,370
+بيانات، ما ليش علاقة نبني قاعدة بيانات، الآن كيف
+
+524
+00:38:18,370 --> 00:38:21,730
+أختار بين الاثنين؟ عشان أختار بين الاثنين، إذا
+
+525
+00:38:21,730 --> 00:38:25,830
+والله أنا في مرحلة ال .. ال expert system في
+
+526
+00:38:25,830 --> 00:38:29,490
+بدايته، فأنا محتاج أبني قاعدة بيانات، ولو إنه
+
+527
+00:38:29,490 --> 00:38:32,770
+هيكون على حساب الوقت لأن عملية الحساب شفتوا
+
+528
+00:38:32,770 --> 00:38:35,950
+ال cycle، بده يمر على كل ال rules، احنا كنا بنتكلم
+
+529
+00:38:35,950 --> 00:38:39,170
+عن خمس rules، في systems بتكون ب 100 و 200 و 500
+
+530
+00:38:39,170 --> 00:38:44,830
+rules ال rule قاعدة البيانات بتاعتهم كبيرة جدا ضخمة
+
+531
+00:38:44,830 --> 00:38:48,970
+فعشان أمر عليها بدها وقت هذه بتكون في بداية ما
+
+532
+00:38:48,970 --> 00:38:52,170
+ببدأ أبني ال system في بداية بناء ال system okay
+
+533
+00:38:52,170 --> 00:38:54,190
+احنا بنقول إنه ما عنديش مشكلة في بداية بناء ال
+
+534
+00:38:54,190 --> 00:38:57,430
+system عادة هذه حتى المرحلة لما نروح لل techniques
+
+535
+00:38:57,430 --> 00:39:00,650
+الثانية اللي قدام هنقول ما هذه المرحلة مش مشكلة هذه
+
+536
+00:39:00,650 --> 00:39:05,630
+مرحلة ال training اللي هي مرحلة التدريب فمش إشكال
+
+537
+00:39:05,630 --> 00:39:10,560
+تأخذ وقت فيها لكن إذا أنا بتكلم عن بدور على ال
+
+538
+00:39:10,560 --> 00:39:14,880
+hypothetical solution مباشرة أنا بدي الحل
+
+539
+00:39:14,880 --> 00:39:19,780
+الافتراضي اللي هو Z هاتلي Z زي الآن .. بدنا Z ليش
+
+540
+00:39:19,780 --> 00:39:23,960
+أقعد .. يعني أنسى Z و أقعد أبني في قاعدة بيانات؟
+
+541
+00:39:23,960 --> 00:39:28,530
+لأ هاتلي Z الأول وبعدين ابني براحتك تمام فإذا كان
+
+542
+00:39:28,530 --> 00:39:31,950
+والله احنا في بداية بناء ال system مناسب جدا
+
+543
+00:39:31,950 --> 00:39:35,810
+نشتغل على ال forward لكن بعد ذلك لل user .. ال
+
+544
+00:39:35,810 --> 00:39:39,730
+user بده وقت سريع .. بده سرعة وقت فلأ بشتغل على ال
+
+545
+00:39:39,730 --> 00:39:45,730
+backward chain inference engine تمام .. الآن ال
+
+546
+00:39:45,730 --> 00:39:50,490
+conflict .. ال conflict قد يحدث كثيرا في حالات أن ال
+
+547
+00:39:50,490 --> 00:39:54,750
+rules نفسها تكون في conflict between them زي ده
+
+548
+00:39:54,750 --> 00:39:57,770
+افترض لو قلنا ال rule رقم واحد traffic light is
+
+549
+00:39:57,770 --> 00:40:01,170
+green then action is go منطق جدا ما فيش أي مشكلة
+
+550
+00:40:01,170 --> 00:40:04,350
+أبدا طيب هنقول ال rule رقم اثنين if the traffic
+
+551
+00:40:04,350 --> 00:40:09,170
+light is red then the action is stop محلو جدا طيب
+
+552
+00:40:09,170 --> 00:40:18,140
+the traffic light is red and then action is go يبدو
+
+553
+00:40:18,140 --> 00:40:23,340
+خطأ مش هيك؟ يبدو خطأ وإن كان في حالات قد يكون حد
+
+554
+00:40:23,340 --> 00:40:28,700
+صحيح يصير يعني مش لأننا تجاوزناها .. تجاوزنا ال
+
+555
+00:40:28,700 --> 00:40:31,900
+traffic light لكن إذا في policeman موجود وعمل ال
+
+556
+00:40:31,900 --> 00:40:34,900
+call وجاء لنا okay عدي ال policeman أوجب من ال
+
+557
+00:40:34,900 --> 00:40:40,760
+traffic light لكن مش واضحة هنا مثلا ففكرة أن أنتم
+
+558
+00:40:40,760 --> 00:40:44,260
+تقولوا لأ هذا مستحيل إلا بتصير يعني فيها قواعد
+
+559
+00:40:44,260 --> 00:40:47,380
+بتصير، بس كان الطبيعي أن يكون أكثر تفصيلا، أن
+
+560
+00:40:47,380 --> 00:40:55,400
+أقول and the policeman allow أو allows to pass،
+
+561
+00:40:55,400 --> 00:41:01,810
+سمح بالمرور مثلا، okay؟ فهناممكن تصير، مش أنه لأ
+
+562
+00:41:01,810 --> 00:41:04,730
+هي خطأ و خلاص، أن أقول عليها خطأ و خلاص، لكن يبدو
+
+563
+00:41:04,730 --> 00:41:08,230
+أنه فيه نقص فيها، كان ممكن يكون and و نتكلم عن ال
+
+564
+00:41:08,230 --> 00:41:10,710
+condition اللي ممكن أندها، لكن في الآخر أنا واضح
+
+565
+00:41:10,710 --> 00:41:13,470
+أن أنا في عندي confliction، ال system في
+
+566
+00:41:13,470 --> 00:41:17,230
+confliction، احنا عادة في ال language تبعتنا أو في
+
+567
+00:41:17,230 --> 00:41:20,250
+الوضع من الطبيعي، بنقدر نحل عمليات ال confliction
+
+568
+00:41:20,250 --> 00:41:26,050
+هذه ك human expert أو كناس طبيعيين بنقدر نحل هالجثث
+
+569
+00:41:26,050 --> 00:41:28,970
+هذه، لكن ال expert system لأ، ال expert system هو
+
+570
+00:41:28,970 --> 00:41:31,790
+في النهاية ماشيين قاعدة بتشتغل، إيش أنتم بتحطوا لها
+
+571
+00:41:31,790 --> 00:41:35,130
+rules تشتغل عليها؟ فال answer فيه confliction، كيف
+
+572
+00:41:35,130 --> 00:41:38,230
+بقدر أتعامل مع ال confliction؟ فال confliction بده
+
+573
+00:41:38,230 --> 00:41:43,270
+مجموعة methods أو فنحط له مجموعة methods لحل هذه
+
+574
+00:41:43,270 --> 00:41:46,210
+ال conflictions اللي ممكنة أو مجموعة ال conflict
+
+575
+00:41:46,210 --> 00:41:51,410
+resolution أول شغلة fire the rule with the highest
+
+576
+00:41:51,410 --> 00:41:55,570
+priority معنى ذلك أنه بنعمل firing كمان لل rule مش
+
+577
+00:41:55,570 --> 00:41:59,110
+احنا كنا نتوقف نعمل firing لمين؟ لل data اللي هو
+
+578
+00:41:59,110 --> 00:42:03,330
+لمين؟ لل facts و بنرتب ال facts تمام لأ حتى ال
+
+579
+00:42:03,330 --> 00:42:09,020
+rules نفسها بدها تكون مرتبة حسب أولوياتها نقول ال
+
+580
+00:42:09,020 --> 00:42:11,400
+rule هذه لها أولوية عن هذه .. ال rule هذه لها
+
+581
+00:42:11,400 --> 00:42:14,680
+أولوية عن هذه .. مين اللي هيقول له الآن مين أولى من
+
+582
+00:42:14,680 --> 00:42:21,860
+مين؟ أه ال .. ال .. هياخد من مين؟ من ال domain
+
+583
+00:42:21,860 --> 00:42:24,240
+expert بالظبط هو knowledge engineer عشان يبني
+
+584
+00:42:24,240 --> 00:42:28,320
+القاعدة ويرتب ال rules جاب مين جاب المين لكن لما
+
+585
+00:42:28,320 --> 00:42:33,000
+بروح لل domain expert هروح ل tester في المرور
+
+586
+00:42:33,000 --> 00:42:38,370
+أقول له لو ال .. لو أنا صار فيه عندي تعارض بين أنه
+
+587
+00:42:38,370 --> 00:42:43,630
+لو traffic light is red then go و then stop مين
+
+588
+00:42:43,630 --> 00:42:48,410
+منهم؟ هقول لك لأ استنى، إذا كان go معناه ذلك أنه كان
+
+589
+00:42:48,410 --> 00:42:51,470
+في ال policeman بيقول له pass، ال policeman ال
+
+590
+00:42:51,470 --> 00:42:55,670
+priority أعلى، خلاص بمسكها، بس بتضيف طبعا حكاية ال
+
+591
+00:42:55,670 --> 00:43:01,880
+policeman، و هحطها أولوية، إذا موجودة فهي أولى هذه
+
+592
+00:43:01,880 --> 00:43:05,780
+طريقة من الطرق .. هذه طريقة من الطرق أن يكون في
+
+593
+00:43:05,780 --> 00:43:10,440
+عندي أعمل ordering .. appropriate order in the
+
+594
+00:43:10,440 --> 00:43:15,200
+knowledge base وأحكم على ال order هذه زي ما في ال
+
+595
+00:43:15,200 --> 00:43:19,040
+.. لما كنا بنعمل scan على مجموعة ال rules ..
+
+596
+00:43:19,040 --> 00:43:21,340
+مجموعة ال rules كنا نبدأ من ال rule الأولى الثانية
+
+597
+00:43:21,340 --> 00:43:24,040
+ثالثة الرابعة و بعمل matching معاهم بنكون خلصنا
+
+598
+00:43:24,040 --> 00:43:27,410
+cycle لما أرجع أبدأ برضه برجع بنفس ترتيبهم فخلاص
+
+599
+00:43:27,410 --> 00:43:31,330
+okay إذا احنا متفقين على ذلك فبنحط ال priority ..
+
+600
+00:43:31,330 --> 00:43:35,430
+أو ال order تبعهم حسب ال priority مين الأولوية قبل
+
+601
+00:43:35,430 --> 00:43:38,110
+الثانية؟ مين الأولوية؟ عادة ال strategy هذه كثيرا
+
+602
+00:43:38,110 --> 00:43:43,050
+كويسة لعند ما نصلها meet rules حتى بتكون جيدة و
+
+603
+00:43:43,050 --> 00:43:47,390
+مقبولة أن نرتب حسب أولوياتها طيب .. هذه طريقة
+
+604
+00:43:47,390 --> 00:43:53,480
+طريقة ثانية نعمل firing لل most specific rule إيش
+
+605
+00:43:53,480 --> 00:43:57,860
+يعني؟ يعني لل rule اللي مجموعة ال facts بتاعتها
+
+606
+00:43:57,860 --> 00:44:02,480
+أكتر فهي بقول عليها more specific طب وقلنا
+
+607
+00:44:02,480 --> 00:44:08,860
+traffic light is red then action is go .. red ..
+
+608
+00:44:08,860 --> 00:44:13,500
+stop طيب بعدين الثانية قلنا traffic light is red
+
+609
+00:44:13,500 --> 00:44:18,300
+then action is go بس هنا لما تكون أكثر صحيحة هنحط
+
+610
+00:44:18,300 --> 00:44:23,310
+the policeman is .. allows .. allows us to go more
+
+611
+00:44:23,310 --> 00:44:27,370
+specific، صار في عندها حقيقتين أنا محتاجة أحققهم،
+
+612
+00:44:27,370 --> 00:44:32,250
+الحقيقتين تحققا، okay ال traffic light is red بس
+
+613
+00:44:32,250 --> 00:44:36,210
+في policeman و ال policeman قال لي عدي، لاحظوا،
+
+614
+00:44:36,210 --> 00:44:39,450
+فهنا صار two facts مش fact واحدة، مش fact واحدة،
+
+615
+00:44:39,450 --> 00:44:42,610
+فهذه automatically في techniques كثيرة بيفترضوها
+
+616
+00:44:42,610 --> 00:44:49,190
+أولوية أكثر على أساس أنها بتعمل longest matching
+
+617
+00:44:49,190 --> 00:44:52,810
+strategy فهي بتعمل matching لأكثر من fact واحدة
+
+618
+00:44:52,810 --> 00:44:56,770
+لأكثر من one fact فهذه كويسة مناسبة بتكون جيدة أن
+
+619
+00:44:56,770 --> 00:45:00,890
+تكون لها أولوية في هيك حالة طيب، كمان أولوية أو
+
+620
+00:4
+
+667
+00:48:05,950 --> 00:48:08,850
+إنه ممكن أستعيد عن كلمة meta knowledge بسميها meta
+
+668
+00:48:08,850 --> 00:48:15,620
+rules لإنه بدي أحط قاعدة للقواعد، نحط قاعدة للقواعد
+
+669
+00:48:15,620 --> 00:48:17,980
+اللي بنستخدمها اللي هي مجموعة ال if then اللي
+
+670
+00:48:17,980 --> 00:48:20,440
+موجودة عندنا في الحلقة دي، فهذه ال strategy ممكن
+
+671
+00:48:20,440 --> 00:48:23,420
+تكون مستخدمة  task-specific rules in the expert
+
+672
+00:48:23,420 --> 00:48:26,440
+system، بحيث أن meta rules هذه بتحسب لنا ال
+
+673
+00:48:26,440 --> 00:48:31,060
+strategy لاستخدام ال task-specific مين أستخدم؟ جاب
+
+674
+00:48:31,060 --> 00:48:35,090
+المين؟ مين ممكن نستخدمها؟ جاب المين؟ فبتكون مناسبة
+
+675
+00:48:35,090 --> 00:48:39,170
+أن نعمل هذا الكلام، تمام جداً الآن ال
+
+676
+00:48:39,170 --> 00:48:41,570
+characteristics of an expert system، لاحظوا ال
+
+677
+00:48:41,570 --> 00:48:45,070
+expert system، احنا خلصناه يعني ما فيهوش  إش كتير
+
+678
+00:48:45,070 --> 00:48:48,230
+هو if then، انتهى الكلام، ما ضلش فيه إش، وانتوا
+
+679
+00:48:48,230 --> 00:48:50,350
+استخدمتوه أصلاً مسبقاً قبل ما تيجوا على المحاضرة
+
+680
+00:48:50,350 --> 00:48:53,450
+بسنين، قبل ما تيجي محاضرتنا بسنين، و أنت بتستخدمه
+
+681
+00:48:53,450 --> 00:48:56,230
+لأذن، معناه ذلك أن أنتم عارفينها، لكن زي ما
+
+682
+00:48:56,230 --> 00:48:58,610
+بيقولوا، احنا عملنا لها تربيط هيك، أن والله هذه
+
+683
+00:48:58,610 --> 00:49:01,330
+ممكن نستخدمها يا جماعة في expert system، وأنتم
+
+684
+00:49:01,330 --> 00:49:04,850
+بشكل أو بآخر، البرنامج اللي بتعمله هو expert system
+
+685
+00:49:05,580 --> 00:49:09,260
+أنت لما بتكتبه برنامج code، أي code بتكتبه عشان
+
+686
+00:49:09,260 --> 00:49:13,480
+يحل المشكلة، هو في الآخر expert system، تمام، إيش ال
+
+687
+00:49:13,480 --> 00:49:15,780
+characteristics الأساسية؟ ال expert system is built
+
+688
+00:49:15,780 --> 00:49:19,500
+to perform a human expert level in
+
+689
+00:49:19,500 --> 00:49:24,120
+a narrow or specified domain، هذه مهمة جداً، أنا
+
+690
+00:49:24,120 --> 00:49:27,900
+ما بروحش ببني system بده يفكر لي زي البني آدم في كل
+
+691
+00:49:27,900 --> 00:49:33,430
+حاجة، مش هنخلص، مش هنخلص إطلاقاً، و بالعكس، هشربك ال
+
+692
+00:49:33,430 --> 00:49:35,730
+.. ال .. ال rules مع بعضها، لإنه بيصير بدي rules
+
+693
+00:49:35,730 --> 00:49:38,810
+كتيرة جداً، وال rules كتيرة جداً، ال confliction
+
+694
+00:49:38,810 --> 00:49:42,670
+هتعلى احتماليتها، وهتصير في مشكلة كبيرة في
+
+695
+00:49:42,670 --> 00:49:47,090
+الاختيارات، فلعند الآن، لأ، ال .. الفكرة كلها في
+
+696
+00:49:47,090 --> 00:49:51,790
+النار و .. area أو ال specified domain، أنا بقول بدي
+
+697
+00:49:51,790 --> 00:49:56,290
+أشتغل، أعمل expert system مثلاً لتشخيص مرض معين،
+
+698
+00:49:56,290 --> 00:50:00,910
+لتشخيص الكورونا مثلاً، فإذا بدي أحط مجموعة rules، ال
+
+699
+00:50:00,910 --> 00:50:04,590
+rules هذه، أول شغلة في درجة الحرارة، في التعرق، في
+
+700
+00:50:04,590 --> 00:50:07,970
+بعض ال .. ال .. ال .. خلينا نقول ال .. ال .. ال
+
+701
+00:50:07,970 --> 00:50:11,630
+events اللي ممكن تحدث لمريض الكورونا، هذا عشان في
+
+702
+00:50:11,630 --> 00:50:15,720
+الآخر نستنتج then كورونا، إن ال virus .. virus
+
+703
+00:50:15,720 --> 00:50:19,100
+الكورونا مثلاً، كويس، فهذا بنبنيها على جد هذا الشزق
+
+704
+00:50:19,100 --> 00:50:23,260
+مش هقول لأ expert system، يعني بنبني فيه عشان أصنف
+
+705
+00:50:23,260 --> 00:50:26,040
+الكورونا، هي في كورونا ولا ما فيش كورونا، وأروح
+
+706
+00:50:26,040 --> 00:50:28,800
+أحط له وأقول له أنا بدي إياه يفكر ليه، كيف أعمل
+
+707
+00:50:28,800 --> 00:50:33,600
+إستراتيجية لإدارة المحاضرة،
+
+708
+00:50:33,600 --> 00:50:39,850
+لأ، ده مش شغلنا، مش شغلته، هو بيشتغل في narrow area، ال
+
+709
+00:50:39,850 --> 00:50:42,390
+narrow area هي اللي بيشتغل فيها، خلصناها دي طبعاً
+
+710
+00:50:42,390 --> 00:50:44,930
+أهم characteristic لأي .. الحقيقة هذا الكلام لأي
+
+711
+00:50:44,930 --> 00:50:48,210
+expert system، مش فقط على ال rule based، بدنا نضلنا
+
+712
+00:50:48,210 --> 00:50:50,570
+مفكرين فيه، أن هذا لكل expert system، ممكن نشتغل
+
+713
+00:50:50,570 --> 00:50:53,950
+عليه كتير، كويس عشان تنجحوا فيه، يكونوا محددين
+
+714
+00:50:53,950 --> 00:50:58,450
+specified domain بتشتغلوا فيه، تمام، فتضمنوا ال high
+
+715
+00:50:58,450 --> 00:51:03,150
+quality performance، ال system نفسه بغض النظر عن how
+
+716
+00:51:03,150 --> 00:51:08,450
+fast the system can solve problem، هنا معنى ذلك أن
+
+717
+00:51:08,450 --> 00:51:11,350
+عشان ننجح نشتغل بهذا الشكل، معظم ال characteristics
+
+718
+00:51:11,350 --> 00:51:16,590
+بتدور على ال high quality performance، بغض النظر عن
+
+719
+00:51:16,590 --> 00:51:22,730
+جدّ سرعته، سرعة الحل، بحيث أن ال user will not be
+
+720
+00:51:22,730 --> 00:51:29,110
+satisfied if the result is wrong، أكيد، فأنا معني جداً
+
+721
+00:51:29,110 --> 00:51:33,870
+بال performance، عشان ما أعطيش حل خاطئ، الحل الخاطئ
+
+722
+00:51:33,870 --> 00:51:39,500
+هذا معناه أنه أنا ما عملتش expert system، أنا
+
+723
+00:51:39,500 --> 00:51:42,020
+ما عملتش expert system، وفي الحالة هذه أكيد ال
+
+724
+00:51:42,020 --> 00:51:45,500
+user هيكون مش راضي عن النتائج، تخيل تعمل برنامج، و
+
+725
+00:51:45,500 --> 00:51:48,520
+تسلميه، ويتفاجأ ال user أن أنت .. أن النتائج بيطلع
+
+726
+00:51:48,520 --> 00:51:50,640
+النتائج .. ال .. البرنامج بتاعك بيطلع النتائج غلط،
+
+727
+00:51:50,640 --> 00:51:53,380
+بيطلع النتائج غلط، لو حسبته على ال .. على ال
+
+728
+00:51:53,380 --> 00:51:55,540
+calculator كان أحسن له، على الأقل على الحسبة كان
+
+729
+00:51:55,540 --> 00:51:59,320
+طالع .. طالع أحسن، فطبيعي هيكون مش راضي، ويمكن زي
+
+730
+00:51:59,320 --> 00:52:02,600
+ما يقولوا، يلغي ال code، إذا كان في شركة مع شركة
+
+731
+00:52:02,600 --> 00:52:05,040
+برمجة، أو مع شركة .. وما نرجعش كل الشغل، خلاص
+
+732
+00:52:05,040 --> 00:52:10,020
+بطلناه، تمام، لكن في تطبيقات معينة، on the other hand،
+
+733
+00:52:10,020 --> 00:52:13,840
+بدنا نأخذ بالنا أن ال speed of reaching a solution
+
+734
+00:52:13,840 --> 00:52:19,120
+is very important، في تطبيقات زي الكورونا مثلاً، أو
+
+735
+00:52:19,120 --> 00:52:22,640
+ال medical، كل ال biomedical applications، هذه لأ
+
+736
+00:52:22,640 --> 00:52:26,400
+مهم جداً السرعة، ما ينفعش تقولي لأ أنا بدي على السريع،
+
+737
+00:52:26,400 --> 00:52:31,280
+لأن الكورونا هنا، جايين نتكلم عن حالة موجودة في كل
+
+738
+00:52:32,010 --> 00:52:34,910
+ساعتين، زمان بنسمع عدد إصابات زيادة، في كل ساعة
+
+739
+00:52:34,910 --> 00:52:39,610
+زمان في إصابات زيادة، في كل ساعة، زمان المنظمة
+
+740
+00:52:39,610 --> 00:52:43,910
+الصحة العالمية، كل ساعتين بتطلع تقرير، حالياً في
+
+741
+00:52:43,910 --> 00:52:45,830
+الوقت الحالي، كل ساعتين بتطلع تقرير، كل ساعتين
+
+742
+00:52:45,830 --> 00:52:49,230
+بتطلع تقرير، معناه ذلك أنه لأ، أنا محتاج ال speed،
+
+743
+00:52:49,230 --> 00:52:55,320
+محتاج ال speed عشان يعمل ال system هذا، صحيح، أنا ال
+
+744
+00:52:55,320 --> 00:52:58,680
+.. ال accurate .. ال accuracy أنا محتاجها ..
+
+745
+00:52:58,680 --> 00:53:02,340
+accurate decision أو diagnosis، احنا محتاجينه ..
+
+746
+00:53:02,340 --> 00:53:06,200
+محتاجينه، ولكن مش لدرجة أنه بالله هيكون مفيد
+
+747
+00:53:06,200 --> 00:53:09,320
+بالنسبالي، إذا إجاني بعد ما يموت المريض، إيش بده
+
+748
+00:53:09,320 --> 00:53:14,250
+أستفيد منه؟ إذا إجاني ال diagnosis أو التشخيص بعد
+
+749
+00:53:14,250 --> 00:53:17,550
+ما يموت المريض، بعد والله ساعتين .. خمس ساعات ولا
+
+750
+00:53:17,550 --> 00:53:21,150
+سبع ساعات، ما ينفعش، بيصير إيه اللي ما لوش أي معنى،
+
+751
+00:53:21,150 --> 00:53:25,510
+أو لو بنتكلم عن انفجارات نووية، بعد ما تكون الدنيا
+
+752
+00:53:25,510 --> 00:53:30,590
+انفجرت وخلصت، ما ينفعش، فإذا لازم نكون موازنين بين
+
+753
+00:53:30,590 --> 00:53:33,950
+إن أنا بدي performance، بس في نفس الوقت لازم تكون
+
+754
+00:53:33,950 --> 00:53:37,870
+السرعة مقبولة، السرعة مقبولة، وهاد السرعة حسب ال
+
+755
+00:53:37,870 --> 00:53:41,440
+application، حسب ال application، لما أقول والله بدي
+
+756
+00:53:41,440 --> 00:53:46,040
+مجرد أنا بدي برنامج يدير ليه، يعطيني هيك ك advisor،
+
+757
+00:53:46,040 --> 00:53:49,220
+كنا بنتكلم عن واحدة من التطبيقات، ال recommendation
+
+758
+00:53:49,220 --> 00:53:52,340
+أو ال strategy، كيف .. ال strategy بتاعة إدارة
+
+759
+00:53:52,340 --> 00:53:55,240
+المحاضرة مثلاً، هذه برضه على فكرة برامج ممكن ينحطلها
+
+760
+00:53:55,240 --> 00:53:58,960
+expert system، أن والله كيف أدير ال .. ال ..
+
+761
+00:53:58,960 --> 00:54:01,340
+المحاضرة، أقول له والله مفرضات المحاضرة واحد، اتنين،
+
+762
+00:54:01,340 --> 00:54:05,420
+تلاتة، أربعة، إيش ال medium المناسبة؟ يعني إيش في
+
+763
+00:54:05,420 --> 00:54:09,890
+أساليب ممكن تكون جيدة لهيك موضوع، ل .. ل .. لتوصيل
+
+764
+00:54:09,890 --> 00:54:13,810
+المفهوم، فممكن ينعمل لي برنامج عليها، okay، أنا في
+
+765
+00:54:13,810 --> 00:54:16,610
+النهاية بدي performance عالية، هنا مش هتفرق كتير مع
+
+766
+00:54:16,610 --> 00:54:20,530
+الوقت، okay، اقعد لي ساعتين، تلاتة، بستنى قبل ما
+
+767
+00:54:20,530 --> 00:54:24,030
+تطلع لي لستراتيجية المناسبة، أما بتكلم عن diagnosis ل
+
+768
+00:54:24,030 --> 00:54:27,520
+.. ال .. ال corona diagnosis، لأ Corona diagnosis، في
+
+769
+00:54:27,520 --> 00:54:30,780
+الوقت اللي إحنا فيه محتاجة سريعة، محتاجين بشكل سريع،
+
+770
+00:54:30,780 --> 00:54:34,820
+وهي معظم العلماء جاهدين بيجروا، بيحاولوا يسرعوا في
+
+771
+00:54:34,820 --> 00:54:39,680
+الوصول للمصل المناسب، طيب ال expert system apply
+
+772
+00:54:39,680 --> 00:54:44,520
+heuristics to guide the reasoning and thus reduce
+
+773
+00:54:44,520 --> 00:54:48,200
+the search area for a solution، كتير كويس، عشان هو
+
+774
+00:54:48,200 --> 00:54:51,720
+دي قلناها يمكن لما كان الفرق بين، إذا متذكرين ال
+
+775
+00:54:51,720 --> 00:54:54,780
+informed و ال uninformed، ال uninformed ال
+
+776
+00:54:54,780 --> 00:54:59,630
+performance أقل، performance، ال informed كانت
+
+777
+00:54:59,630 --> 00:55:04,270
+أفضل، أفضل، ليش؟ لإني أنا استعنت ب heuristics to
+
+778
+00:55:04,270 --> 00:55:08,230
+guide هيها ال reasoning، عشان تعطيني reasoning
+
+779
+00:55:08,230 --> 00:55:12,050
+فكتير كويس برضه، إذا كان فيه heuristic data مش غلط
+
+780
+00:55:12,050 --> 00:55:16,730
+أن نستخدمها، واستخدامها، طيب، unique feature مهمة
+
+781
+00:55:16,730 --> 00:55:20,230
+جدا لل expert system، اللي هي its explanation
+
+782
+00:55:20,230 --> 00:55:25,650
+capability، قدّ إيش قدرتها على الشرح، وهذه قلنا عندنا
+
+783
+00:55:25,650 --> 00:55:28,270
+الآن، هذه هي الوجهة مخصوصة لموضوعنا بس، اللي هي ال
+
+784
+00:55:28,270 --> 00:55:31,230
+role، ال role based .. ال role based expert system،
+
+785
+00:55:31,230 --> 00:55:34,110
+في ال role based expert system، أنا فيها عندي مجال
+
+786
+00:55:34,110 --> 00:55:37,930
+أعمل explanation، لأنه ببساطة زي ما أخدنا في ال
+
+787
+00:55:37,930 --> 00:55:41,770
+discrete في الزمنات، لما كنا نعمل prove لأي .. بأي
+
+788
+00:55:41,770 --> 00:55:45,130
+نوع من أنواع ال strategies، كنا نحط خطوات، واحد من
+
+789
+00:55:45,130 --> 00:55:49,900
+ال .. من ال role رقم كذا، then كذا من ال role رقم كذا،
+
+790
+00:55:49,900 --> 00:55:53,140
+then كذا، بنعملها خطوات، أربع، سبع، تسع، عشر خطوات،
+
+791
+00:55:53,140 --> 00:55:55,480
+عشرين خطوة، مية خطوة، إن شاء الله، المهم في النهاية
+
+792
+00:55:55,480 --> 00:56:00,730
+في عندي تسلسل، لما نيجي نراجعه بفهمه، هذا الكلام
+
+793
+00:56:00,730 --> 00:56:04,130
+مناسب جداً هنا، بقى فقط في ال rule based، لأن ال rule
+
+794
+00:56:04,130 --> 00:56:10,430
+معروفة، محددة، تمام، هذه قد لا نجدها لاحقاً لما نروح ل
+
+795
+00:56:10,430 --> 00:56:13,810
+ال frame based، لما نروح لموضوع آخر اللي هو ال
+
+796
+00:56:13,810 --> 00:56:16,970
+frame based، واللي هنشرح داخله من خلاله ال neural
+
+797
+00:56:16,970 --> 00:56:20,330
+network، وهنشرح من خلاله ال genetic algorithm، هنجد
+
+798
+00:56:20,330 --> 00:56:23,850
+أنه لأ، أنا مش قادر أمثل المعلومة، و خلاص هو أعطاني
+
+799
+00:56:23,850 --> 00:56:28,090
+قرار، بس أنه أنا أتبع القرار صح ولا مش صح، هيكون صعب،
+
+800
+00:56:28,790 --> 00:56:33,110
+هذه لأ، بقدر أتبع، طيب ال expert system employ
+
+801
+00:56:33,110 --> 00:56:38,030
+symbolic reasoning when solving problem، كويس جداً،
+
+802
+00:56:38,030 --> 00:56:41,570
+برضه بنقدر نستخدم الرموز، بنقدر نستخدم الرموز اللي
+
+803
+00:56:41,570 --> 00:56:46,950
+ممكن نتجلى حجم البيانات بتاعتنا، وهذا بيخليها قابلة
+
+804
+00:56:46,950 --> 00:56:48,850
+أن نعمل لها representation ل problem،
+
+805
+00:56:51,670 --> 00:56:54,430
+عشان أقدر أعمل لها explanation، وأفهمه أنا ك human،
+
+806
+00:56:54,430 --> 00:56:58,030
+في الآخر، لإنه ممكن في الآخر أطبعه على ورقة، وأتبقى
+
+807
+00:56:58,030 --> 00:57:01,050
+براحة، خلاص إحنا أخدنا القرار وخلصناه، بس ك check
+
+808
+00:57:01,050 --> 00:57:04,250
+أنه ممكن أمسك وأتبع، هل فعلاً القرار كان صحيح ولا
+
+809
+00:57:04,250 --> 00:57:06,390
+ما كان صحيح؟ طبعاً عشان أتبع هو كان صحيح ولا ما كان
+
+810
+00:57:06,390 --> 00:57:10,490
+صحيح، في مجال أن أستخدم ال symbolic reasoning،
+
+811
+00:57:10,490 --> 00:57:15,750
+كويسة، فهذه بأساس أن نستخدمها في تمثيل ال facts، و
+
+812
+00:57:15,750 --> 00:57:19,940
+ال rules، المعرفة اللي هي المعرفة نفسها، تمام، الآن
+
+813
+00:57:19,940 --> 00:57:25,040
+can we combine forward and backward chaining؟ هل
+
+814
+00:57:25,040 --> 00:57:27,140
+أنا ممكن نستخدم الإثنين مع بعض؟ آه، ممكن نستخدم
+
+815
+00:57:27,140 --> 00:57:30,860
+الإثنين مع بعض، ممكن نستخدمها في أكتر من expert
+
+816
+00:57:30,860 --> 00:57:35,020
+system، ممكن نعمل combination ل ال forward و ال
+
+817
+00:57:35,020 --> 00:57:38,060
+backward chaining interference techniques، بحيث أن
+
+818
+00:57:38,060 --> 00:57:42,000
+ال knowledge engineer doesn't have to choose
+
+819
+00:57:42,000 --> 00:57:45,980
+between them، هو مش محتاج يختار بينهم، لكن إحنا ممكن
+
+820
+00:57:45,980 --> 00:57:50,290
+نقول له أن لأ، اختار بينهم، إيش المشكلة؟ بمعنى أن هو
+
+821
+00:57:50,290 --> 00:57:54,910
+بيشتغل على ال .. ال .. بشكل أساسي، إذا كان في target
+
+822
+00:57:54,910 --> 00:57:59,590
+محدد له، بيشتغل على إيش؟ إذا في target؟ على ال
+
+823
+00:57:59,590 --> 00:58:04,330
+backward .. على ال backward chaining، مع فرصة أي
+
+824
+00:58:04,330 --> 00:58:07,590
+بيانات إضافية بيلاقيها في ال rules اللي بيطبقها،
+
+825
+00:58:07,590 --> 00:58:13,050
+يطلّعها، يعملها firing، يعملها firing، فممكن استخدامها
+
+826
+00:58:13,050 --> 00:58:17,250
+to maximize the use of new data، فكتير كويس برضه،
+
+827
+00:58:17,250 --> 00:58:21,330
+نعمل maximization لل data بتاعتنا، لل new data،
+
+828
+00:58:21,330 --> 00:58:27,170
+بتاعتنا، جيد، ك advantages ل rule based، بقدر أقول
+
+829
+00:58:27,170 --> 00:58:29,870
+أن طبيعة ال knowledge representation، أو ال
+
+830
+00:58:29,870 --> 00:58:33,230
+natural knowledge representation، أنا في النهاية
+
+831
+00:58:33,230 --> 00:58:37,050
+بتعامل مع if then، يعني بكل بساطة بقدر أحطها بشكل
+
+832
+00:58:37,050 --> 00:58:41,850
+conditions، وإحنا فعلياً كل ال knowledge في حياتنا
+
+833
+00:58:41,850 --> 00:58:45,470
+بنقدر ببساطة نحطها في شكل condition، إذا صار كذا،
+
+834
+00:58:45,470 --> 00:58:48,830
+هنعمل كذا، إذا صار كذا هنعمل كذا، إذا صحينا وجينا،
+
+835
+00:58:48,830 --> 00:58:51,690
+الدنيا مطر كتير، مش رايح الجامعة، إذا جيت الجو
+
+836
+00:58:51,690 --> 00:58:56,150
+كويس ومقبول، بدنا نروح الجامعة، هي كلها if then، كل
+
+837
+00:58:56,150 --> 00:59:00,410
+حياتنا ممكن تمثيلها بهذا الشكل، فمن السهل جداً عملية
+
+838
+00:59:00,410 --> 00:59:03,
+
+889
+01:02:28,720 --> 01:02:32,600
+deep learning صارت لها هي كتلة واحدة أنا بأتعامل مع
+
+890
+01:02:32,600 --> 01:02:37,100
+الإطار frame على بعضه كامل. طيب dealing with incomplete
+
+891
+01:02:37,100 --> 01:02:43,240
+and uncertain.. uncertain knowledge. ممتاز جداً في
+
+892
+01:02:43,240 --> 01:02:46,940
+الـ rule based في مجال أن أتعامل مع الـ incomplete
+
+893
+01:02:46,940 --> 01:02:49,740
+facts. يعني
+
+894
+01:02:51,280 --> 01:02:56,020
+لما أقول والله إذا اليوم الجو مشمس معناته بكرا
+
+895
+01:02:56,020 --> 01:03:00,620
+نفترض أننا نروح البحر، فرضا say أننا نروح الشاطئ
+
+896
+01:03:00,620 --> 01:03:05,900
+okay. طيب، من قال أن اليوم الجو مشمس؟ هتيجي تتطلع
+
+897
+01:03:05,900 --> 01:03:10,600
+okay. هو في شمس، نفترض، لكن في هوا كثير. معناه ذلك أن
+
+898
+01:03:10,600 --> 01:03:16,620
+عملية الشمس هي جزئية. صارت، فهنا بتكلم عن uncertain
+
+899
+01:03:17,510 --> 01:03:22,970
+عدم وثوقية، عدم محدودية، أنا مش قادر أحدد بالضبط،
+
+900
+01:03:22,970 --> 01:03:26,430
+لاحظتوا كيف؟ طيب، في الـ Rule Based، هذا يعد كلامنا
+
+901
+01:03:26,430 --> 01:03:29,930
+للفصل chapter الجاي، للمحاضرتنا القادمة، أنه أنا كيف
+
+902
+01:03:29,930 --> 01:03:33,710
+أتعامل في الـ uncertainty هذه، هناخد chapter كامل
+
+903
+01:03:33,710 --> 01:03:36,050
+اسمه الـ uncertainty management. تفضلي بشوان ساعة،
+
+904
+01:03:36,050 --> 01:03:41,550
+هل تعتقد مثل اللي هو الـ red light، يجب أن نحدد
+
+905
+01:03:41,550 --> 01:03:44,810
+فكرة الـ policeman، هل أعمل فألبس أو لا، لو اتخذتها
+
+906
+01:03:44,810 --> 01:03:52,030
+بس إن if the light is go، هذا الكلام إذا هي الـ rule
+
+907
+01:03:52,030 --> 01:03:55,530
+الوحيدة اللي موجودة عندي، إذا الـ rule الوحيدة، والـ
+
+908
+01:03:55,530 --> 01:03:58,550
+priority بتقول هي، فبدي أقول: طب هو جداش احتمال
+
+909
+01:03:58,550 --> 01:04:03,020
+معناته أنه كان في عنصر آخر معه. يعني هنا في واضح
+
+910
+01:04:03,020 --> 01:04:07,980
+أنه في عدم اكتمال للمعلومة، في شيء غير مكتمل، وفي
+
+911
+01:04:07,980 --> 01:04:10,800
+حاجة غير مكتملة على طول بتدخلني في الـ uncertainty،
+
+912
+01:04:10,800 --> 01:04:16,340
+عدم التحديد، عدم الوثوقية، وعدم الوثوقية بشكل أو
+
+913
+01:04:16,340 --> 01:04:20,480
+بآخر بده يوديني لجزء من الـ probability، أنه ما عندنا
+
+914
+01:04:20,480 --> 01:04:25,500
+ذلك احتمالية جداش أن الـ rule هذه صحيحة، فبدنا ندخل
+
+915
+01:04:25,500 --> 01:04:29,040
+على احتمالية. okay. الـ rule based بتعطيني الإمكانية
+
+916
+01:04:29,040 --> 01:04:33,400
+هذه، أنه okay، أعطيني احتمالية، والاحتمالية هذه
+
+917
+01:04:33,400 --> 01:04:36,200
+هناخدها المرة القادمة، وهتكون هي المدخل لأول
+
+918
+01:04:36,200 --> 01:04:39,560
+technique واضح وصريح هنتعامل معه اللي هو الـ
+
+919
+01:04:39,560 --> 01:04:43,880
+fuzzy. الـ fuzzy هو بيعتمد على الأرجحية هذه، الـ
+
+920
+01:04:43,880 --> 01:04:46,500
+uncertainty هذه، الـ uncertainty factor أو الـ
+
+921
+01:04:46,500 --> 01:04:49,360
+certainty factor. هنسميها لاحقاً المرة الجاية إن شاء
+
+922
+01:04:49,360 --> 01:04:53,740
+الله. كويس، فهذه في مجال أن تكون واحدة من الـ
+
+923
+01:04:53,740 --> 01:04:58,080
+advantages لمين؟ للـ rule based، أنه بضلّني باني كل الـ
+
+924
+01:04:58,080 --> 01:05:00,480
+system تبعي على الـ rules based هو هو، فأنا كل
+
+925
+01:05:00,480 --> 01:05:04,280
+الموضوع أنه أنا باني قواعد الـ rules هذه. مش هقولها
+
+926
+01:05:04,280 --> 01:05:08,900
+لأ، هكمل فيها بالـ uncertainty management. okay. الـ
+
+927
+01:05:08,900 --> 01:05:13,340
+disadvantages بتاعتنا هي الـ .. الـ relations
+
+928
+01:05:13,340 --> 01:05:18,660
+between rules. واحدة من أكثر المشاكل لما احنا بنينا
+
+929
+01:05:18,660 --> 01:05:24,570
+الـ rules. احنا بنيناها منفردة: rule أولى، rule ثانية،
+
+930
+01:05:24,570 --> 01:05:30,290
+rule ثالثة، rule رابعة، خامسة، سادسة، مئة، مئتين،
+
+931
+01:05:30,290 --> 01:05:34,710
+هدول جداش هم مرتبطين مع بعض، هم منفصلين، بس هم
+
+932
+01:05:34,710 --> 01:05:38,410
+مجداش في ارتباط بينهم وبين بعض، عشان أضمن أنه
+
+933
+01:05:38,410 --> 01:05:41,830
+ما يكونش فيه confliction كمان. هو فعلياً مش ارتباط
+
+934
+01:05:41,830 --> 01:05:46,880
+واضح. فالـ rule based الحقيقة difficult to .. to
+
+935
+01:05:46,880 --> 01:05:55,020
+observe how individual rules serve in the overall
+
+936
+01:05:55,020 --> 01:06:00,500
+system. أنا ما عنديش مؤشر واضح أنه كل rule جداش هي
+
+937
+01:06:00,500 --> 01:06:04,860
+بتأثر على كامل الـ expert system. كـ expert system
+
+938
+01:06:04,860 --> 01:06:11,770
+كامل ما فيش .. ما فيش. هي قواعد مختلفة مالهاش علاقة
+
+939
+01:06:11,770 --> 01:06:20,490
+ببعض، زي ما اتكلمنا عن إذا D و Y بيعطوني Z، X
+
+940
+01:06:20,490 --> 01:06:23,830
+ومش عارف A و B بيعطوني Y. طب هم إيش علاقتهم ببعض، الـ
+
+941
+01:06:23,830 --> 01:06:27,990
+two rules هدول؟ مش واضحة. ليش؟ لأن احنا عادة لما
+
+942
+01:06:27,990 --> 01:06:31,890
+بنعمل الـ expert system للـ rule based هذه، للـ rule
+
+943
+01:06:31,890 --> 01:06:35,410
+based expert system. القواعد هذه بنيجي بنمسك كل
+
+944
+01:06:35,410 --> 01:06:40,900
+فقرة بنحطها في قاعدة. كل paragraph أو كل syntax ..
+
+945
+01:06:40,900 --> 01:06:45,520
+syntax بنحطه لحاله في إيش؟ في قاعدة، في rule.
+
+946
+01:06:45,520 --> 01:06:48,120
+بنمسكها واحدة واحدة واحدة واحدة واحدة واحدة واحدة
+
+947
+01:06:48,120 --> 01:06:50,040
+واحدة واحدة واحدة واحدة واحدة واحدة واحدة واحدة
+
+948
+01:06:50,040 --> 01:06:50,280
+واحدة واحدة واحدة واحدة واحدة واحدة واحدة واحدة
+
+949
+01:06:50,280 --> 01:07:00,380
+واحدة واحدة واحدة واحدة واحدة واحدة واحدة واحدة
+
+950
+01:07:00,380 --> 01:07:07,080
+واحدة
+
+951
+01:07:08,210 --> 01:07:12,310
+وبدنا نعمل الـ cycle بهذا الشكل. أعمل matching لمئة
+
+952
+01:07:12,310 --> 01:07:17,390
+rule والـ rule. احنا مش ضامنين هي جداش جداش الـ
+
+953
+01:07:17,390 --> 01:07:21,600
+complexity بتاعتها كمان. هل هي F واحدة ولا F مع and
+
+954
+01:07:21,600 --> 01:07:25,140
+و and و and و or و or و or. عدد الـ .. الـ .. الـ
+
+955
+01:07:25,140 --> 01:07:28,860
+الـ facts سبعينها جداش. فمعنى ذلك عملية الـ matching
+
+956
+01:07:28,860 --> 01:07:33,220
+هتزيد. معنى ذلك أن الـ process نفسه هتزيد. هذا هل
+
+957
+01:07:33,220 --> 01:07:38,080
+هيكون مجدياً نافعاً في تطبيقات كثيرة. مش هيكون مناسباً
+
+958
+01:07:38,080 --> 01:07:42,000
+فبقدر بكل بساطة أقول إن هو un .. unsuitable for
+
+959
+01:07:42,000 --> 01:07:44,560
+إيش؟ for real .. إيش هت .. for real-time
+
+960
+01:07:44,560 --> 01:07:47,120
+applications. لما بأتعامل مع الـ real-time
+
+961
+01:07:47,120 --> 01:07:50,130
+applications. لأ، ده مش مناسب. هذا في الـ real-time أنا
+
+962
+01:07:50,130 --> 01:07:54,570
+بحتاج سرعة، محتاجين سرعة في الـ .. في الـ response،
+
+963
+01:07:54,570 --> 01:07:58,710
+هتكون كثيرة مشكلة هذه الحالة. أهم شغلة، وهذه اللي
+
+964
+01:07:58,710 --> 01:08:01,950
+هتخلينا بعدين نصير نفكر في neural network ونفكر
+
+965
+01:08:01,950 --> 01:08:05,250
+في الـ genetic ونفكر في الشيء الثاني، هي الـ
+
+966
+01:08:05,250 --> 01:08:08,930
+inability to learn، in general. الـ rule based هي
+
+967
+01:08:08,930 --> 01:08:13,720
+ما عندهاش القدرة أن هي تعدل نفسها بنفسها أو تبني rules
+
+968
+01:08:13,720 --> 01:08:17,340
+إضافية بنفسها أو تشتغل كل الكلام هذا بنفسها. احنا
+
+969
+01:08:17,340 --> 01:08:20,840
+عادة في حياتنا الطبيعية حتى لو في rules بس أحياناً
+
+970
+01:08:20,840 --> 01:08:24,260
+عند .. في الـ rules هذه بنتوقف لما نجد أنه في شيء
+
+971
+01:08:24,260 --> 01:08:28,900
+يمنع تطبيق الـ rule. أنا ماشي في السيارة okay، الـ
+
+972
+01:08:28,900 --> 01:08:33,760
+rule بتقول إن الشارع .. الشارع إذا ما دام أخضر صحيح؟
+
+973
+01:08:33,760 --> 01:08:36,400
+مش شكراً .. تو كانت الـ rule هيك، كانت بتقول ليه؟ if
+
+974
+01:08:36,400 --> 01:08:40,800
+traffic light is green then go. طب والله واحد بيقطع
+
+975
+01:08:40,800 --> 01:08:47,680
+الشارع. a go يعني كويس. فإحنا كـ human كبشر نقدر نعرف
+
+976
+01:08:47,680 --> 01:08:51,660
+أمتى بعمل break the rules؟ أمتى ممكن أكسر القواعد
+
+977
+01:08:51,660 --> 01:08:54,900
+هذه؟ فهي جزء من الـ experience اللي قلنا عنها أولاً
+
+978
+01:08:54,900 --> 01:08:58,200
+اللي هي الـ experience اللي هي أخذتها من الـ expert
+
+979
+01:08:58,200 --> 01:09:03,380
+human. لكن أنا هنا غير الـ experience نفسها، أنه
+
+980
+01:09:03,380 --> 01:09:10,780
+بتيجي ظروف أحياناً أنا محتاج أكسر الـ rule. okay، أخضر
+
+981
+01:09:10,780 --> 01:09:18,410
+go. طب بدي أذهب، ووجدنا واحد بيقطع الشارع. إيش الحال؟
+
+982
+01:09:18,410 --> 01:09:23,870
+معناته هنا إيش صارت؟ أخضر لكن أنا stop. مش هيك
+
+983
+01:09:23,870 --> 01:09:27,670
+فليش؟ لأن أنا human فاهم الكلام هذا. لكن لو الـ
+
+984
+01:09:27,670 --> 01:09:32,630
+expert system هذا machine ماشية خدّال ماشية، صحيح؟
+
+985
+01:09:32,630 --> 01:09:36,250
+فإذن هذه أحد المشاكل الحقيقة إن ما فيش مجال لتتعلم
+
+986
+01:09:36,250 --> 01:09:39,810
+بنفسها، أن هي تتعلم بنفسها. لعندي الآن الـ
+
+987
+01:09:39,810 --> 01:09:44,230
+knowledge engineer اللي عنده الآن هو المسؤول
+
+988
+01:09:44,230 --> 01:09:48,210
+الحقيقة عن الـ revising اللي هي المراجعة، والـ
+
+989
+01:09:48,210 --> 01:09:52,330
+maintaining للـ system. هو اللي لازم يراجع ويعدل و
+
+990
+01:09:52,330 --> 01:09:55,810
+يضيف ويحذف. كل الكلام هذا هو اللي محتاجه اللي عنده
+
+991
+01:09:55,810 --> 01:09:58,750
+الآن يعمل عملية الـ modification. فالـ automatic
+
+992
+01:09:58,750 --> 01:10:01,330
+modification مش واردة اللي عنده الآن في الـ rule
+
+993
+01:10:01,330 --> 01:10:04,310
+based expert system. فالـ systems اللي لاحقاً هناخدها
+
+994
+01:10:04,310 --> 01:10:08,470
+هيكون فيه متوفر، هنقدر نحل القصة هذه. بس على الـ
+
+995
+01:10:08,470 --> 01:10:11,750
+system اللي لليوم لأ هو ما فيش فيه المجال هذا من
+
+996
+01:10:11,750 --> 01:10:13,830
+يتعلم بنفسه .. تفضلوا شو نسمع .. فأول ما ردنا
+
+997
+01:10:13,830 --> 01:10:17,890
+الانتاج، حكينا أنه فيه مشكلة في الـ AI والقوانين من
+
+998
+01:10:17,890 --> 01:10:20,350
+ناحية قانونية .. من ناحية قانونية هذه .. من الحاسب
+
+999
+01:10:20,350 --> 01:10:23,250
+أو من المسؤول .. لكن بنقدر نقول إن اليوم وصلنا
+
+1000
+01:10:23,250 --> 01:10:26,490
+لنتيجة أن الـ knowledge engineer هو المسؤول، ولا
+
+1001
+01:10:26,490 --> 01:10:29,630
+برضه لسه؟ الـ knowledge engineer .. خليني أقول ..
+
+1002
+01:10:29,630 --> 01:10:33,010
+بالنسبة لإحنا .. إحنا ممكن نحط عليه اللعب الأكبر
+
+1003
+01:10:33,010 --> 01:10:36,590
+لكن ما فيش قوانين واضحة لسه .. لأن إحنا لما نتكلم
+
+1004
+01:10:36,590 --> 01:10:39,170
+عن قوانين، معناه لذلك .. معناه لذلك لازم تكون
+
+1005
+01:10:39,170 --> 01:10:43,150
+قوانين مكتوبة .. يعني في تشريع مكتوب. ما فيش لسه
+
+1006
+01:10:43,150 --> 01:10:46,090
+تشريع مكتوبة أنه والله الخطأ من الـ expert system
+
+1007
+01:10:46,090 --> 01:10:49,350
+هو مين يتحمله بشكل أو بآخر؟ لعند الآن ما زالت كلها
+
+1008
+01:10:49,350 --> 01:10:57,510
+تحت الدراسة. الأمور تمام. okay. المرة القادمة بدنا
+
+1009
+01:10:57,510 --> 01:11:01,850
+نتكلم عن الـ media advisor. هذا المفروض أنه مثال
+
+1010
+01:11:01,850 --> 01:11:06,930
+مثال هناخده، هنبني فيه، من خلاله مجموعة rules كويسة
+
+1011
+01:11:06,930 --> 01:11:10,370
+مجموعة الـ rules هذه هي مجموعة كويسة من الـ rules
+
+1012
+01:11:14,470 --> 01:11:17,930
+وهنشوف كيف تتحرك أو كيف ممكن إحنا نتحرك معاها
+
+1013
+01:11:17,930 --> 01:11:22,730
+ناخدها، لكن الفكرة فقط من الـ project، من المثال هذا
+
+1014
+01:11:22,730 --> 01:11:27,100
+اللي هناخده. للمرة القادمة بدنا نعمل advisor يعني
+
+1015
+01:11:27,100 --> 01:11:30,260
+بمعنى expert system هو ناصح. ناصح إيش يعني بده
+
+1016
+01:11:30,260 --> 01:11:33,740
+يعطيني؟ بده يعطيني إيش الـ medium المناسبة، الـ
+
+1017
+01:11:33,740 --> 01:11:36,880
+medium المناسبة. بمعنى ذلك، بمعنى أن هو الوسط الناقل
+
+1018
+01:11:36,880 --> 01:11:39,840
+للمعلومة، الوسط الناقل للمعلومة لإيش؟ لدورات
+
+1019
+01:11:39,840 --> 01:11:44,140
+تدريبية، لدورات تدريبية. مركز دورات تدريبية بده
+
+1020
+01:11:44,880 --> 01:11:49,380
+يحدد إيش الـ medium المناسبة حسب الدورة نفسها. طيب،
+
+1021
+01:11:49,380 --> 01:11:53,440
+مين اللي بيحدد الدورة؟ هم الـ attorneys بتوعها مش
+
+1022
+01:11:53,440 --> 01:11:57,040
+هيك، اللي هم المتدربين اللي بيتدربوا. ليش؟ لأن
+
+1023
+01:11:57,040 --> 01:12:00,700
+الدورة الهدف منها هو تزويدهم بمهارات أو knowledge
+
+1024
+01:12:00,700 --> 01:12:05,940
+إضافية. معناه ذلك، أنا بهمني إيش الـ job بتاعهم، بهمني
+
+1025
+01:12:05,940 --> 01:12:09,220
+إيش الـ environment اللي هم بيشتغلوا فيه هدول
+
+1026
+01:12:09,220 --> 01:12:12,900
+الناس بيشتغلوا. بعد ذلك اللي هو أن أنا محتاج أُحدد
+
+1027
+01:12:12,900 --> 01:12:17,850
+مجموعة linguistic objects. إيش الـ environment اللي
+
+1028
+01:12:17,850 --> 01:12:22,490
+.. اللي بيشتغل فيها؟ يعني هو طالب مثلاً، طالب معناته
+
+1029
+01:12:22,490 --> 01:12:27,810
+أو أستاذ، معناته بيشتغل داخل الـ papers، الـ manuals،
+
+1030
+01:12:27,810 --> 01:12:31,590
+الـ books، الحاجات هذه. مش شيء، هي البيئة بتاعته، البيئة
+
+1031
+01:12:31,590 --> 01:12:36,990
+بتاعته هي أوراق، أوراق وكتب ودفاتر. هذه بيئة
+
+1032
+01:12:36,990 --> 01:12:40,550
+العمل بتاعته اللي هي الـ environment بتاعته. طيب الـ
+
+1033
+01:12:40,550 --> 01:12:45,250
+stimulus situation. إيش الـ .. الـ .. البيئة المحفزة
+
+1034
+01:12:45,250 --> 01:12:49,230
+إله؟ يعني لازم أحطه في بيئة إيش طبيعتها عشان يكون
+
+1035
+01:12:49,230 --> 01:12:53,990
+متحفز إنه يتعلم أكثر، كويس؟ فهذه linguistic
+
+1036
+01:12:53,990 --> 01:12:59,670
+objects، هذه محتاجها عشان أقدر الـ medium أقول إن
+
+1037
+01:12:59,670 --> 01:13:03,090
+أنا محتاج أحط له فعلاً البيئة هذه عشان تحفزه أكثر،
+
+1038
+01:13:03,090 --> 01:13:06,890
+محتاجين الـ job بتاعه، هو إيش وظيفته بالضبط، من خلال
+
+1039
+01:13:06,890 --> 01:13:10,370
+وظيفته، هل وظيفته هي مكتبية ولا وظيفته لأ يدوية؟
+
+1040
+01:13:11,140 --> 01:13:14,820
+يدوية، ما ينفعش أحطه زي كده، وهكذا .. نحطه .. نجعده على
+
+1041
+01:13:14,820 --> 01:13:19,460
+كراسي ونقعد نشرح له بس .. مش طبيعة شغله .. ولا هذا
+
+1042
+01:13:19,460 --> 01:13:22,040
+البيئة اللي هو بيعامل معها .. فحينها عصيانام ..
+
+1043
+01:13:22,040 --> 01:13:27,580
+مش هيقدر يشتغل .. مش هيقدر لا يتعلم ولا آخد منه
+
+1044
+01:13:27,580 --> 01:13:31,000
+response .. فالـ stimulus response كمان ..
+
+1045
+01:13:31,000 --> 01:13:35,340
+الاستجابة المحفزة .. كيف بدي أحفظ أنه يتعامل معانا
+
+1046
+01:13:35,340 --> 01:13:38,930
+.. أنا إيش متوقع منه يرد عليا؟ إذا هو بيشتغل بإيديه
+
+1047
+01:13:38,930 --> 01:13:43,450
+طول نهاره بيشتغل بإيديه، في الـ building أو في الـ
+
+1048
+01:13:43,450 --> 01:13:46,270
+machines، بيعامل مع الـ machines، مش منطقي أبداً
+
+1049
+01:13:46,270 --> 01:13:50,970
+أكون بدي آخد منه feedback أقول له اكتب لي، لأ، مش
+
+1050
+01:13:50,970 --> 01:13:55,570
+هينفع، ما لهوش .. بيكتبش، هو مش متعود يكتب، إله سنين
+
+1051
+01:13:55,570 --> 01:14:01,450
+بيشتغل، شغله كله صيانة وصلاة، تصليح، بيكتبش. فبدنا
+
+1052
+01:14:01,450 --> 01:14:05,030
+نحدد إيش الـ stimulus response، وهل في feedback ولا
+
+1053
+01:14:05,030 --> 01:14:07,950
+فيش feedback. يعني هل أنا محتاج أعمله تقييم؟ فأنا
+
+1054
+01:14:07,950 --> 01:14:10,510
+محتاج الـ feedback بتاعه عشان بدي أُقيم أو لأ، أنا مش
+
+1055
+01:14:10,510 --> 01:14:13,970
+محتاج أعمل تقييم من الدورة. هدول كلهم مهمين جداً
+
+1056
+01:14:13,970 --> 01:14:18,530
+نعرفهم عشان أنصحه في الآخر، أقول له إيش الـ medium
+
+1057
+01:
\ No newline at end of file
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/oBA2VnHmuLc_raw.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/oBA2VnHmuLc_raw.srt
new file mode 100644
index 0000000000000000000000000000000000000000..488dbc8d73905a7c8c612c24e04d6448d8203494
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/oBA2VnHmuLc_raw.srt
@@ -0,0 +1,4304 @@
+1
+00:00:05,130 --> 00:00:09,250
+بسم الله الرحمن الرحيم نبدأ اليوم في chapter جديد
+
+2
+00:00:09,250 --> 00:00:13,630
+في المثاق اللي خاص بال expert systems وحنتكلم عن
+
+3
+00:00:13,630 --> 00:00:16,610
+ال rule based expert systems فال rule based expert
+
+4
+00:00:16,610 --> 00:00:19,290
+systems من اسمها احنا واضح ان احنا بنتكلم عن
+
+5
+00:00:19,290 --> 00:00:23,610
+مجموعة rules مجموعة ال rules هذه هي بالاساس اللي
+
+6
+00:00:23,610 --> 00:00:28,830
+المفروض ان نفترض ان هي هنتعامل معاها او نعمل من
+
+7
+00:00:28,830 --> 00:00:34,260
+خلالها عمليةعملية التقييم أو عملية ال modeling لـ
+
+8
+00:00:34,260 --> 00:00:38,060
+Expert System نفسه فهنتكلم من خلال هذا ال .. ال ..
+
+9
+00:00:38,060 --> 00:00:41,680
+ال chapter الموضوع اللي هنتكلم فيه إيش يعني؟ ماذا
+
+10
+00:00:41,680 --> 00:00:46,280
+تعني كلمة Expert System؟ وماذا تعني كلمة Rules؟
+
+11
+00:00:46,280 --> 00:00:49,160
+وكيف احنا ممكن نبني أو نعمل construction لل rules؟
+
+12
+00:00:49,260 --> 00:00:52,760
+نفسها فهنتكلم عن مجموعة خطوات أهمها يمكن ال
+
+13
+00:00:52,760 --> 00:00:56,080
+knowledge نفسها اللي هي ال expert system بده يعتمد
+
+14
+00:00:56,080 --> 00:00:59,680
+عليها فإيش يعني knowledge؟ بدنا نتكلم عن ال rules
+
+15
+00:00:59,680 --> 00:01:02,960
+as a knowledge representation technique اللي هي ال
+
+16
+00:01:02,960 --> 00:01:09,860
+rule كممثل للمعرفةهنتكلم عن ال players لأي team
+
+17
+00:01:09,860 --> 00:01:14,160
+ممكن يكون خاص بال development ل expert system ال
+
+18
+00:01:14,160 --> 00:01:16,940
+construction لل rule based expert system ثم هنتكلم
+
+19
+00:01:16,940 --> 00:01:19,100
+عن ال characteristics ال advantages و ال
+
+20
+00:01:19,100 --> 00:01:22,500
+disadvantages لها ثم هنتكلم عن ال confliction أو
+
+21
+00:01:22,500 --> 00:01:25,000
+ال conflict resolution لما يكون فيه two rules
+
+22
+00:01:25,000 --> 00:01:29,140
+متعارضين مع بعض كيف بدنا نتعامل معاهم و لمين ممكن
+
+23
+00:01:29,140 --> 00:01:33,280
+نعطي الأولوية و مين أفضل من مين و مين هيكون قوته
+
+24
+00:01:33,280 --> 00:01:37,640
+أكتر من التاني فهنتكلم عن كل هذهالنقاط نبدأ بال
+
+25
+00:01:37,640 --> 00:01:40,440
+introduction أو what is knowledge فال knowledge
+
+26
+00:01:40,440 --> 00:01:43,020
+بكل بساطة هي theoretical or practical
+
+27
+00:01:43,020 --> 00:01:47,440
+understanding of a subject or a domain هي الحقيقة
+
+28
+00:01:47,440 --> 00:01:51,940
+المفاهيم أو جدش انا فاهم من ناحية عملية او من
+
+29
+00:01:51,940 --> 00:01:55,660
+ناحية نظرية عن الشيء او عن المجال ال domain نفسه
+
+30
+00:01:55,660 --> 00:01:58,460
+او عن ال domain نفسه وبقدر اقول ان ال knowledge هي
+
+31
+00:01:58,800 --> 00:02:03,820
+sum of what is currently known هي مجموع كل ما هو
+
+32
+00:02:03,820 --> 00:02:08,360
+معروف عن موضوع معين او subject سواء subject او
+
+33
+00:02:08,360 --> 00:02:12,880
+domain وممكن واضح انه من خلال هذا الكلام تظهر جداش
+
+34
+00:02:12,880 --> 00:02:17,300
+قوة جداش قوة او ال power بتاعة ال knowledge على
+
+35
+00:02:17,300 --> 00:02:20,880
+اعتبار ان هي أساس أي rule based أساس أي expert
+
+36
+00:02:20,880 --> 00:02:25,180
+system أساس علم ال AI أساسا لما نتكلم عن ال
+
+37
+00:02:25,180 --> 00:02:30,410
+knowledge او ال dataكويس، و هذه عادة الشخص اللي
+
+38
+00:02:30,410 --> 00:02:34,530
+بفهم في هذا الموضوع أو بقدر يتعامل مع البيانات هذه
+
+39
+00:02:34,530 --> 00:02:37,950
+و بقدر يقودها أو بقدر يتحرك فيها و بقدر يعمل
+
+40
+00:02:37,950 --> 00:02:42,350
+management لها فهو بنسميه expert، بنسميه expert أو
+
+41
+00:02:42,350 --> 00:02:46,150
+خبير في المجال طبعا، نتكلم عن subject أو domain،
+
+42
+00:02:46,150 --> 00:02:49,720
+فهو بيكون خبير في هذا ال domainطيب لما نشتكلم عن
+
+43
+00:02:49,720 --> 00:02:53,980
+ال domain expert او human expert هذا الشخص الخبير
+
+44
+00:02:53,980 --> 00:02:59,720
+المفروض انه يكون عنده knowledge deep في هذا
+
+45
+00:02:59,720 --> 00:03:05,040
+الموضوع بشكل deeply بمعنى انه عميق التفهق الفهم
+
+46
+00:03:05,040 --> 00:03:10,660
+سواء في ال facts او ال rules ففي عندى نقطين مهمين
+
+47
+00:03:10,660 --> 00:03:14,680
+هو بدى يكون فاهم facts حقائق و بدى يكون فاهم rules
+
+48
+00:03:14,680 --> 00:03:18,500
+كيف يستخدم الحقائق هذهكيف يستخدمها؟ بمعنى إن
+
+49
+00:03:18,500 --> 00:03:21,480
+الحقائق هذه ممكن تكون حاجة بنسميها evidence ال
+
+50
+00:03:21,480 --> 00:03:25,600
+evidence أو ال .. ال events ممكن نسميها أحداث
+
+51
+00:03:25,600 --> 00:03:32,020
+بتصير هذه حقائق كيف أنا ممكن أحطها على rule معينة
+
+52
+00:03:32,020 --> 00:03:37,420
+واستخرج معلومة إضافية، معلومة زيادة فالأصل إن ال
+
+53
+00:03:37,420 --> 00:03:40,140
+expert أو ال .. ال .. ال human expert أو ال domain
+
+54
+00:03:40,140 --> 00:03:44,200
+expert بيفهم أو فهم الشغلتين هدول، فهم الحقائق و
+
+55
+00:03:44,200 --> 00:03:49,990
+فهم ال rules أيضاطيب و الشغل الأهم أنه لازم يكون
+
+56
+00:03:49,990 --> 00:03:54,510
+متخصص في particular domain ماينفعش أقول والله هو
+
+57
+00:03:54,510 --> 00:03:58,050
+كل شيء في كل شغلة و يمكن لما اتكلمنا في ال history
+
+58
+00:03:58,050 --> 00:04:01,250
+سابقة نقول إن هو دي أحد الإشكاليات اللي وجفت علم
+
+59
+00:04:01,250 --> 00:04:04,610
+ال AI فترة طويلة إن هم كانوا بدهم يشتغلوا على ال
+
+60
+00:04:04,610 --> 00:04:07,750
+general expert system إن والله أنا بدي أعمل robot
+
+61
+00:04:07,750 --> 00:04:10,870
+بيفهم في كل شيء و هذا طبعا مستحيل أو يكاد يكون
+
+62
+00:04:10,870 --> 00:04:14,750
+موضوع صعب جدا إنه نشتغل إن والله بدي أعمل حاجة
+
+63
+00:04:14,750 --> 00:04:20,470
+بتفهم في كل شيءلأ إحنا بنختار specific area و
+
+64
+00:04:20,470 --> 00:04:23,450
+بشتغل عليها، بده يصنف، بيصنف مثلا أمراض القلب،
+
+65
+00:04:23,450 --> 00:04:26,950
+خلاص هذا جهاز system أو expert system لتصنيف أمراض
+
+66
+00:04:26,950 --> 00:04:30,170
+القلب، انتهى، مش هيفهم في حاجة تانية، مش هقوله
+
+67
+00:04:30,170 --> 00:04:33,670
+افهملي إشي تاني، ممكن system تاني يكون استشاري،
+
+68
+00:04:33,670 --> 00:04:36,130
+استشاري والله لدورات تدريبية، إيش أحسن دورة
+
+69
+00:04:36,130 --> 00:04:40,250
+تدريبية ل ال trainees إذا كان مهاراتهم كذا وكذا
+
+70
+00:04:40,250 --> 00:04:42,890
+وكذا وكذا، فانت حللنا إيش المهارات اللي ناقصة
+
+71
+00:04:42,890 --> 00:04:46,850
+عندهمكويس؟ فهذا مجال و هذا مجال تماما بعيد عنه،
+
+72
+00:04:46,850 --> 00:04:49,450
+بقدرش أقول إنه لأ أنا بدي واحد يفهم في كل حاجة،
+
+73
+00:04:49,450 --> 00:04:54,690
+فضروري يكون ال domain maybe limited، يكون محدد و
+
+74
+00:04:54,690 --> 00:04:57,530
+معروف، فال expert system هنا بنقدر نقول عليه هو
+
+75
+00:04:57,530 --> 00:05:02,890
+skillful person هو شخص ماهر، شخص حذق أو عنده
+
+76
+00:05:02,890 --> 00:05:08,260
+المهارات الخاصة لفعل أشياء غيره بعملهاشفعشان هيك
+
+77
+00:05:08,260 --> 00:05:11,540
+بده يكون متخصص في مجال بحيث ان داخل المجال هذا هو
+
+78
+00:05:11,540 --> 00:05:14,540
+أفضل واحد بيقدر يشتغل فيه، مش بالضروري في كل شيء،
+
+79
+00:05:14,540 --> 00:05:17,520
+مش بالضروري في كل شيء، فهذا ال knowledge بشكل ..
+
+80
+00:05:17,520 --> 00:05:21,300
+بشكل عام و هذا ال .. ال .. ال .. ال .. ال domain
+
+81
+00:05:21,300 --> 00:05:26,090
+expert أو ال human expertاللي بده يتعامل مع هذه
+
+82
+00:05:26,090 --> 00:05:30,130
+الحقائق و ال rules طيب ال rules نفسها طبعا احنا
+
+83
+00:05:30,130 --> 00:05:32,730
+اتكلمنا قبل هيك انه والله في النهاية الطريقة
+
+84
+00:05:32,730 --> 00:05:36,070
+التفكير لدماغ .. لدماغ هي internal هي داخلية انا
+
+85
+00:05:36,070 --> 00:05:39,370
+بعرفش هو بالظبط كيف بشتغل و هي too complex اني
+
+86
+00:05:39,370 --> 00:05:43,610
+اعمل representation لها بشكل خلينا نقول تحليلي و
+
+87
+00:05:43,610 --> 00:05:47,590
+مفصل و بقدر اعمله explanationنقول إذا صار كذا
+
+88
+00:05:47,590 --> 00:05:50,710
+معناته لازم يصير كذا، لأ هو ال .. ال .. ال brain
+
+89
+00:05:50,710 --> 00:05:55,990
+لأ مش بهذا الشكل بشتغل، لكن معظم ال experts
+
+90
+00:05:55,990 --> 00:05:58,690
+الحقيقة وجدوا إن احنا ممكن نعمل modeling للموضوع
+
+91
+00:05:58,690 --> 00:06:03,650
+من خلال قواعد منفصلة، منفصلة لحالات محددة، نقول
+
+92
+00:06:03,650 --> 00:06:08,540
+إذا صار كذاهيتبعوا حدوث كذا فهذه صارت عبارة عن
+
+93
+00:06:08,540 --> 00:06:12,240
+rules خرجنا من طريقة التفكير النمط قلنا لأ أنا بدي
+
+94
+00:06:12,240 --> 00:06:16,840
+أعمل brain بدي أعمل simulation لدماغ الإنسان بشكل
+
+95
+00:06:16,840 --> 00:06:21,100
+كامل زي ما بفكر دماغ الإنسان بدي أعمل هذا الكلاممش
+
+96
+00:06:21,100 --> 00:06:24,460
+صحيح حتى اللحظة خلّينا نقول انه يكون general
+
+97
+00:06:24,460 --> 00:06:29,460
+solver كويس ال rule بكل بساطة أخدتوها سابقا if
+
+98
+00:06:29,460 --> 00:06:34,040
+then فعبارة عن if then زي لما نقول if the traffic
+
+99
+00:06:34,040 --> 00:06:38,860
+light is green then the action is go okay هي مجرد
+
+100
+00:06:38,860 --> 00:06:45,520
+خلّينا نسميه fact ويتبعهاconclusion أو action
+
+101
+00:06:45,520 --> 00:06:51,340
+المفروض ينعمل فإذن هاي الجزئين الأساسين إذا كان if
+
+102
+00:06:51,340 --> 00:06:55,100
+the traffic light is red then the action is stop
+
+103
+00:06:55,100 --> 00:07:00,040
+okay rules عبارة عن rules مثلناها بشكل rules تمام
+
+104
+00:07:00,040 --> 00:07:04,280
+الآن ال rulesك knowledge ال rules هذه ك knowledge
+
+105
+00:07:04,280 --> 00:07:08,320
+representation technique كطريقة لتمثيل المعرفة
+
+106
+00:07:08,320 --> 00:07:13,740
+لتمثيل المعرفة بقدر اقول انه ال term rule هي بكل
+
+107
+00:07:13,740 --> 00:07:17,480
+بساطة عبارة عن term بنمثل فيه المعرفة أو بنعمل من
+
+108
+00:07:17,480 --> 00:07:22,640
+خلاله knowledgerepresentation وبيعرف من خلال if
+
+109
+00:07:22,640 --> 00:07:27,860
+then وإقدرنا بكل بساطة ننشق كل لغات البرمجة من من
+
+110
+00:07:27,860 --> 00:07:31,100
+هذا من هذه ال rule بشكل أساسي إذا بدنا نشتغل فهي
+
+111
+00:07:31,100 --> 00:07:35,600
+ال rule الأكثر استخداما لل conditionsفي كل لغة
+
+112
+00:07:35,600 --> 00:07:38,820
+البرمجة الحقيقة ك structure فهذه related لل
+
+113
+00:07:38,820 --> 00:07:43,660
+information أو ال facts هذه بتعمل relates يعني
+
+114
+00:07:43,660 --> 00:07:48,420
+بتربط ال information أو ال facts الحقائق وهذه
+
+115
+00:07:48,420 --> 00:07:52,860
+الحقائق اللي بتكون موجودة مع ال part Fمع ال part
+
+116
+00:07:52,860 --> 00:07:57,700
+if if traffic light is red فهذه حقيقة اللي أنا
+
+117
+00:07:57,700 --> 00:08:03,100
+شوفت أنه فعلا الإشارة المرور red فإذا مع ال if
+
+118
+00:08:03,100 --> 00:08:07,120
+part بتصير هذه اسم حقيقة حقائق أو facts to some
+
+119
+00:08:07,120 --> 00:08:10,100
+action فاحنا بنحول مجموعة ال information هذه
+
+120
+00:08:10,100 --> 00:08:12,900
+بنربطها ب some action ب action معين بدنا نعمله
+
+121
+00:08:12,900 --> 00:08:19,460
+وهذا اللي بيتبع ل ال part then ل ال then part okay
+
+122
+00:08:20,240 --> 00:08:24,140
+فهذه بشكل أساسي، طبعا انتوا أخدتوها قبل هيك مرارا
+
+123
+00:08:24,140 --> 00:08:27,260
+و تكرارا في .. ممكن في subjects كتيرة، في مواضيع
+
+124
+00:08:27,260 --> 00:08:31,520
+كتيرة أو في مساقات كتيرة لاستخدام ال rules في
+
+125
+00:08:31,520 --> 00:08:34,280
+create أو نعمل creation لل understanding أو لل
+
+126
+00:08:34,280 --> 00:08:38,020
+knowledge بشكل أساسي، بكل بساطة ال F part بنقدر
+
+127
+00:08:38,020 --> 00:08:41,460
+نسميه ال antecedent، ال antecedent الجزء السابق أو
+
+128
+00:08:41,460 --> 00:08:46,390
+ال premise أو ال conditionكلها تسميات للـ fact
+
+129
+00:08:46,390 --> 00:08:50,750
+للحقيقة اللي طبعاً بدها تكون موجودة مع ال part if
+
+130
+00:08:50,750 --> 00:08:55,590
+ثم then فما يكون معها ال consequent أو ال
+
+131
+00:08:55,590 --> 00:09:01,660
+condition أو ال actionتمام بهذا الشكل ال structure
+
+132
+00:09:01,660 --> 00:09:06,540
+الأساسي تبعها if antecedent معينة أو fact معينة أو
+
+133
+00:09:06,540 --> 00:09:12,360
+information حاجة معطاة premise then consequent أو
+
+134
+00:09:12,360 --> 00:09:16,940
+conclusion معناه ذلك إذا حدث هذا بالتبعية لازم
+
+135
+00:09:16,940 --> 00:09:23,900
+يحدث هذا تمامو طبعا نقدر نربط اكتر من حدث لنفس ال
+
+136
+00:09:23,900 --> 00:09:27,480
+action نقدر نعمل اكتر من حدث لنفس ال action من
+
+137
+00:09:27,480 --> 00:09:31,140
+خلال مجموعة combination خاصة بال conjunction او ال
+
+138
+00:09:31,140 --> 00:09:33,860
+disjunction فلما بقول ال conjunction معناه ذلك اني
+
+139
+00:09:33,860 --> 00:09:38,560
+بتعامل مع ال and ك conjunction او ك junction كرابط
+
+140
+00:09:38,560 --> 00:09:43,940
+لمجموعة information او مجموعة facts او مجموعة
+
+141
+00:09:43,940 --> 00:09:47,970
+facts فهيكون اذاالـ antecedent الأولى تحققت أو ال
+
+142
+00:09:47,970 --> 00:09:51,750
+fact الأولى تحققت and ال fact التانية and ال fact
+
+143
+00:09:51,750 --> 00:09:56,210
+التالتة أو ال antecedent التالتة to antecedent and
+
+144
+00:09:56,210 --> 00:10:02,780
+then consequent معينةتمام أو استخدام ال
+
+145
+00:10:02,780 --> 00:10:06,820
+disjunction ال or ممكن ربط مجموعة ال undecedants ب
+
+146
+00:10:06,820 --> 00:10:10,920
+or ب ال conjunction ال disjunction هو ده أخدتها
+
+147
+00:10:10,920 --> 00:10:15,300
+سابقا في كذا مسابق برضه كمان مرة طيب الآن ال rules
+
+148
+00:10:15,300 --> 00:10:20,240
+هذه بنقدر نمثل فيها إيش؟يعني إيش الحقائق أو إيش ال
+
+149
+00:10:20,240 --> 00:10:23,300
+relations اللي ممكن تكون موجودة في الدنيا، في
+
+150
+00:10:23,300 --> 00:10:26,740
+حياتنا و بنقدر نمثلها بطريقة ال if then الحقيقة في
+
+151
+00:10:26,740 --> 00:10:29,720
+تطبيقات كتيرة، أول شغل ال relations نفسها، إنه في
+
+152
+00:10:29,720 --> 00:10:33,200
+هل في علاقات ولا مافيش علاقات زي لما نقول if the
+
+153
+00:10:33,200 --> 00:10:38,580
+fuel tank is empty then the car is deadهيربطنا بين
+
+154
+00:10:38,580 --> 00:10:44,560
+ال fuel tank أو خزان البنزين و .. او خزان
+
+155
+00:10:44,560 --> 00:10:48,380
+المحروقات اللي بده .. المحروقات بتاعة السيارة مع
+
+156
+00:10:48,380 --> 00:10:52,930
+إن السيارة هتشتغل أو لأإذا والله empty هو فاضي
+
+157
+00:10:52,930 --> 00:10:58,810
+فبالضروري هيكون مش هتتحرك السيارة فهذه relation
+
+158
+00:10:58,810 --> 00:11:03,430
+هذه relation ممكن تكون بشكل recommendation بمعنى
+
+159
+00:11:03,430 --> 00:11:08,390
+إذا كان the season is autumn بمعنى إنه الفصل هو
+
+160
+00:11:08,390 --> 00:11:14,990
+فصل الخريف إذا كانت ال sky is cloudy بمعنى إنه
+
+161
+00:11:14,990 --> 00:11:21,190
+السماء مغيمةفيها غيم، إذا كانت the forecast is
+
+162
+00:11:21,190 --> 00:11:25,490
+drizzle، الجو ممطر، ال drizzle بمعنى مطر خفيف، ان
+
+163
+00:11:25,490 --> 00:11:30,490
+هو يدوق بتنجد، إذا كان الجو ممطر بشكل خفيف، مش
+
+164
+00:11:30,490 --> 00:11:35,330
+المطر الكبير، then the advice is take an umbrella
+
+165
+00:11:35,330 --> 00:11:40,270
+النصيحة خد شمسية، النصيحة خد شمسية، فهنا صارت
+
+166
+00:11:40,270 --> 00:11:44,530
+توصية، إذا في واحد، اتنين، تلاتة، احنا نوصي أو
+
+167
+00:11:44,530 --> 00:11:50,070
+advanceto .. to do that اللي هو إيش؟ take an
+
+168
+00:11:50,070 --> 00:11:53,910
+umbrella كويس فإذا had recommendation ممكن تكون
+
+169
+00:11:53,910 --> 00:11:58,550
+directive توجيه .. توجيه إذا كان if the car is
+
+170
+00:11:58,550 --> 00:12:03,930
+dead then and the fuel tank is empty إذا كان وجدت
+
+171
+00:12:03,930 --> 00:12:07,510
+إن السيارة فعلا مش رادة تشتغل مش شغالةو ال fuel
+
+172
+00:12:07,510 --> 00:12:12,510
+tank لأ هو empty is empty فال action أو ال
+
+173
+00:12:12,510 --> 00:12:15,830
+directive أو التوجيه اللي لازم ينعمل then the
+
+174
+00:12:15,830 --> 00:12:21,290
+action is refuel the car روح عبّلك السيارة، عبّق
+
+175
+00:12:21,290 --> 00:12:27,610
+السيارة، فهذا صار توجيه أونصيحة طيب ال strategy
+
+176
+00:12:27,610 --> 00:12:31,770
+ممكن برضه استخدام ال if then كستراتيجية حل وهدى
+
+177
+00:12:31,770 --> 00:12:34,690
+اللى عادة احنا بشكل او باخر بنستخدمها فى البرامج
+
+178
+00:12:34,690 --> 00:12:38,490
+فى البرامج احنا بنستخدمها لحل مشاكل تستخدم كجزء من
+
+179
+00:12:38,490 --> 00:12:41,650
+استراتيجية زى لما نقول والله if the car is dead
+
+180
+00:12:41,650 --> 00:12:47,150
+then the action is check the fuel tankفإذا إذا كان
+
+181
+00:12:47,150 --> 00:12:51,970
+السيارة تعطلت أول شغلة اعمل check على fuel tank أو
+
+182
+00:12:51,970 --> 00:12:57,030
+الخزان البنزيني كويس step number one is complete
+
+183
+00:12:57,030 --> 00:13:01,230
+خلصناها طيب إيش ال strategy ل بعد ذلك؟ إذا كان لأ
+
+184
+00:13:01,230 --> 00:13:07,130
+هي مافيش مشكلة فحصناه الأمور كويسة إذا if step one
+
+185
+00:13:07,130 --> 00:13:11,230
+is complete معناته هذه بعد هذه .. هذه صارت خطوة
+
+186
+00:13:11,230 --> 00:13:16,530
+تانية هناand the fuel tank is full لأ مليان ال
+
+187
+00:13:16,530 --> 00:13:20,550
+tank then the action is to check the battery يمكن
+
+188
+00:13:20,550 --> 00:13:24,270
+البطارية اللي فيها مشكلة مش مش ال fuel tank مش ال
+
+189
+00:13:24,270 --> 00:13:29,510
+fuel tank فهنا بنكون complete step number two نحط
+
+190
+00:13:29,510 --> 00:13:32,910
+number three number four number five لما تصير
+
+191
+00:13:32,910 --> 00:13:37,630
+عندنا الرؤية أو ال check تبعنا كامل يوصلني بالظبط
+
+192
+00:13:37,630 --> 00:13:42,300
+للخلل المطلوب عاملة بالظبط zara salutaryزي
+
+193
+00:13:42,300 --> 00:13:45,640
+literary فكأنها مجموعة conditions تقدر تمثلوها ب
+
+194
+00:13:45,640 --> 00:13:47,760
+literary يعني بطريقة أو باخره دي صارت استراتيجية
+
+195
+00:13:47,760 --> 00:13:53,380
+استراتيجية كاملة طيب ممكن نستخدم ال rule هذه او ال
+
+196
+00:13:53,380 --> 00:14:00,390
+if then ك heuristic كاسترشاد كاش استرجاد ifنتمثل
+
+197
+00:14:00,390 --> 00:14:04,710
+هنا معلومة استرشادية من خلال ال rules هذه if the
+
+198
+00:14:04,710 --> 00:14:09,370
+spell is liquid بمعنى إنه المتسرب في مادة متسربة،
+
+199
+00:14:09,370 --> 00:14:17,110
+أول شغل المتسربة هذه هي سائل and the spell pH أقل
+
+200
+00:14:17,110 --> 00:14:23,120
+من 6less than six فكأنه بنقول حموضة هذا السائل
+
+201
+00:14:23,120 --> 00:14:29,540
+المتسرب أقل من ستة تمام and the spell smell is
+
+202
+00:14:29,540 --> 00:14:34,400
+vinegar ال vinegar اللي هو الخل ال vinegar اللي هو
+
+203
+00:14:34,400 --> 00:14:39,010
+الخلبويس، فإذن بنقول والله رائحة المادة المتسربة
+
+204
+00:14:39,010 --> 00:14:43,650
+هذه أو المسربة عاملة زي الخل، نفس ريحة الخل then
+
+205
+00:14:43,650 --> 00:14:50,350
+the spill material is acetic acid فإذن هي حمض ال
+
+206
+00:14:50,350 --> 00:14:54,430
+.. ال acetic حمض ال acetic، تمام؟ فإذن هذه برضه هي
+
+207
+00:14:54,430 --> 00:15:00,270
+صارت كأنها توجيه، كأنه أنا مفترض أو استرشاد إذا
+
+208
+00:15:00,270 --> 00:15:05,100
+صار كذا وصار كذا وصار كذا، فغالبا القرار كذاتمام
+
+209
+00:15:05,100 --> 00:15:09,200
+هذه أنواع كتيرة الحقيقة لاستخدامات ال rules بشكل
+
+210
+00:15:09,200 --> 00:15:13,620
+أو بآخر استخدامات ال rules الآن the main players
+
+211
+00:15:13,620 --> 00:15:18,040
+in the development team خاص ب expert system نقدر
+
+212
+00:15:18,040 --> 00:15:21,020
+نقول إن في عندي five members مهمين جدا لأي expert
+
+213
+00:15:21,020 --> 00:15:24,640
+system بدهم يطوروا أو بدهم يعملوا creation ل
+
+214
+00:15:24,640 --> 00:15:27,880
+expert system أول شغل ال domain expert وهذا هو لسه
+
+215
+00:15:27,880 --> 00:15:31,900
+ما نتكلم عنه هذا صاحب المعرفة في هذا المجال صاحب
+
+216
+00:15:31,900 --> 00:15:35,660
+المعرفة بدونهمين بده يعطيني المعلومة الحقيقية أو
+
+217
+00:15:35,660 --> 00:15:40,100
+مين بده استرشد فيه لبناء ال rules عشان أبني
+
+218
+00:15:40,100 --> 00:15:45,040
+القواعد الحقيقية لل expert system فأول واحد هو ال
+
+219
+00:15:45,040 --> 00:15:51,040
+domain expert بعدين محور الشغل كله وزي ما بيقولوا
+
+220
+00:15:51,040 --> 00:15:54,140
+الرابط لكل الأعضاء الباقين هم هو knowledge
+
+221
+00:15:54,140 --> 00:15:58,540
+engineer مهندس المعرفة مهندس المعرفة ال programmer
+
+222
+00:15:59,750 --> 00:16:04,150
+الـ manager و أخيرا ال end user أو ال user اللي
+
+223
+00:16:04,150 --> 00:16:08,610
+بده يستخدم ال expert system طيبعشان يصير فعلا فيه
+
+224
+00:16:08,610 --> 00:16:13,750
+successful expert system أو فعلا يكون ناجح هذا
+
+225
+00:16:13,750 --> 00:16:19,170
+بيعتمد بشكل أساسي على how will the numbers work
+
+226
+00:16:19,170 --> 00:16:23,210
+together ال .. ال .. ال numbers هدولة كيف بدهم ..
+
+227
+00:16:23,210 --> 00:16:25,690
+بدهم يتعاملوا مع بعض، كيف بدهم يتفاعلوا مع بعض،
+
+228
+00:16:25,690 --> 00:16:29,550
+كيف بدهم يفهموا بعض، عشان يفهموا بعض لازم تكون ال
+
+229
+00:16:29,550 --> 00:16:33,660
+structure بهذا الشكلأساسا إن والله ال knowledge
+
+230
+00:16:33,660 --> 00:16:37,700
+engineer هو أساس الشغل كله بمعنى هو اللي بده يربط
+
+231
+00:16:37,700 --> 00:16:42,500
+كل أعضاء الفريق أول شغلة بده يتعامل مع ال project
+
+232
+00:16:42,500 --> 00:16:45,480
+manager بده يكون عارف فيه إيش توجهات الشركة إيش
+
+233
+00:16:45,480 --> 00:16:50,540
+توجهات المؤسسة جدش بده .. بده يكون ال cast تبعت ال
+
+234
+00:16:50,540 --> 00:16:53,560
+.. ال project كله على بعض و ال expert system عشان
+
+235
+00:16:53,560 --> 00:16:56,980
+بناء على ذلك هو يحدد جدش عمق التفاصيل اللي بده
+
+236
+00:16:56,980 --> 00:17:00,400
+يشتغل فيها كمان نفس الكلام بده هو يشتغل مع ال
+
+237
+00:17:00,400 --> 00:17:05,680
+domain expertالجزئية هذه اللي .. اللي هي كنتوا
+
+238
+00:17:05,680 --> 00:17:11,760
+تشتغلوا فيها ال user story هنا بيروح لصاحب الطلب
+
+239
+00:17:11,760 --> 00:17:17,660
+أو إيش ال expert system هاتلنا إبنيلنا النظام لما
+
+240
+00:17:17,660 --> 00:17:22,320
+يكون والله فيه درجة حرارة جديش بتفق إنه والله يكون
+
+241
+00:17:22,320 --> 00:17:26,100
+فيه كورونا مثلا جديش فيروس الكورونا ممكن يكون
+
+242
+00:17:26,100 --> 00:17:29,320
+محتمل طيب كيف أضمن إن هو في فيروس كورونا؟ هيقول
+
+243
+00:17:29,320 --> 00:17:34,390
+إذافي درجة حرارة كذا، إذا في تعرُخ كذا، إذا في
+
+244
+00:17:34,390 --> 00:17:39,250
+كذا، then كذا، فباخد أنا منه كلام عشان أنا أبني
+
+245
+00:17:39,250 --> 00:17:43,350
+عند مين، طبعا مين بيبني؟ knowledge engineer، بيبني
+
+246
+00:17:43,350 --> 00:17:47,690
+ال rules، بس هو ماخدها ككلام من ال domain expert،
+
+247
+00:17:47,690 --> 00:17:53,140
+بياخدها ك languageكويس عشان يبنق مع بعض يبنيها
+
+248
+00:17:53,140 --> 00:17:57,140
+ويرجعله تاني، هيك مظبوط طب تعال شوفلي هيك ال rules
+
+249
+00:17:57,140 --> 00:18:00,380
+اللي احنا بنناها مع بعض، جداش .. هذا طبعا خطوة
+
+250
+00:18:00,380 --> 00:18:03,880
+لاحقة، هناخدها ال chapter الجاي، جداش انت تثق ان
+
+251
+00:18:03,880 --> 00:18:07,970
+ال rules هذهمية في المية حيقولك لأ هي مش دايما مية
+
+252
+00:18:07,970 --> 00:18:10,530
+في المية طيب معناه ذلك أنه لأ بدنا نحط لها
+
+253
+00:18:10,530 --> 00:18:15,830
+احتمالية حد بيصير شغلة تانية بس في النهاية في
+
+254
+00:18:15,830 --> 00:18:20,090
+ترابط كبير بين ال two members هدولة على اساس ان
+
+255
+00:18:20,090 --> 00:18:23,590
+knowledge engineer هو اللي بياخد القصة كاملة و
+
+256
+00:18:23,590 --> 00:18:27,150
+يبني من خلالها ال rules و يرجع يراجع و يطمن ان كل
+
+257
+00:18:27,150 --> 00:18:30,010
+ال rules مظبوطة ال rules مظبوطة اللي بناها عشان
+
+258
+00:18:30,010 --> 00:18:34,560
+بعد ذلك يتواصل مع ال programmer يقوله برمجلناهذا
+
+259
+00:18:34,560 --> 00:18:39,520
+الكلام اشتغل لنا هذا الكلام بضل نتابع معاه انه
+
+260
+00:18:39,520 --> 00:18:43,960
+فعلا والله الشغل مظبوط ال .. ال .. ال .. البرنامج
+
+261
+00:18:43,960 --> 00:18:49,060
+مية في المية و النتائج مظبوطة بعد ذلك هنا بيكون في
+
+262
+00:18:49,060 --> 00:18:54,550
+تواصل برضه بين ال programmer و ال manager كمن
+
+263
+00:18:54,550 --> 00:18:57,150
+ناحيات إدارية و إدارية كلها طبعا لازم يكون في
+
+264
+00:18:57,150 --> 00:19:00,030
+تواصل موجود طيب ال knowledge .. ال programmer
+
+265
+00:19:00,030 --> 00:19:04,470
+هيبني ال expert system بنى ال expert system عشان
+
+266
+00:19:04,470 --> 00:19:08,810
+يتراجع من خلال ال knowledge engineer و من ال
+
+267
+00:19:08,810 --> 00:19:11,250
+domain expert في الآخر ال system اللي بده ينعمل
+
+268
+00:19:11,250 --> 00:19:14,510
+بده يجيب ال domain expert ويقوله حطلنا حالات و
+
+269
+00:19:14,510 --> 00:19:17,930
+خلينا نشوف جدش هتتوافق انت رأيك مع رأي ال expert
+
+270
+00:19:17,930 --> 00:19:21,410
+system لأنه بدنا نعمل test لازم ينعمل test فهذا
+
+271
+00:19:21,410 --> 00:19:25,490
+الأنصر الأساسي في عملية ال testتمام عشان بعد ذلك
+
+272
+00:19:25,490 --> 00:19:30,810
+يكون جاهز يروح لمين؟ لل user طيب ال user مالوش
+
+273
+00:19:30,810 --> 00:19:36,070
+علاقة بالطاقم هذا ال user بيفهمش إلا المدير مش
+
+274
+00:19:36,070 --> 00:19:43,110
+شكت؟ أنت اللي بعتني ففعليا عملية البيع هي تمتأنا
+
+275
+00:19:43,110 --> 00:19:46,910
+أخدت منك ال .. ال .. البرنامج أو ال expert system
+
+276
+00:19:46,910 --> 00:19:50,750
+و إذا أي مشاكل حصلت فيه، بدي أرجع لمين؟ للمدير، هو
+
+277
+00:19:50,750 --> 00:19:54,010
+بعدين يتواصل مع طاقم و أنا ماليش علاقة، وهذا فعلا
+
+278
+00:19:54,010 --> 00:19:58,390
+لبسيه، فهيك بشكل أساسي خليني أقول ال .. ال players
+
+279
+00:19:58,390 --> 00:20:02,830
+الأساسين لأي development team ل expert system،
+
+280
+00:20:02,830 --> 00:20:05,670
+بدوا ينشغل، الآن ال structure ل ال rule based
+
+281
+00:20:05,670 --> 00:20:09,470
+expert system، ل ال .. ال .. ال expert system نفسه
+
+282
+00:20:10,020 --> 00:20:14,380
+احنا قلنا إن أنا كل اللي مطلوب عندي لأي rule based
+
+283
+00:20:14,380 --> 00:20:20,340
+ال rule نفسها و ال facts الحقائق اللي هي F، إيش
+
+284
+00:20:20,340 --> 00:20:25,180
+بعد ال F؟ هذه الحقيقة لازم تكون معروفة عندى، هل هي
+
+285
+00:20:25,180 --> 00:20:28,640
+متحققة true ولا لأ هي مثلا متحققة، فهي false،
+
+286
+00:20:28,640 --> 00:20:32,520
+كويس؟ فهيكون في عندى ال facts، ال facts هذه
+
+287
+00:20:32,520 --> 00:20:36,160
+الحقيقة بنسميها short term memory، ليش؟ لأنها
+
+288
+00:20:36,160 --> 00:20:41,190
+بتقابل التغيرهذه بتتغير القاعدة ثابتة بس ال inputs
+
+289
+00:20:41,190 --> 00:20:45,150
+بتغيره ال inputs بتغيره انتوا هذا نفس الكلام اللي
+
+290
+00:20:45,150 --> 00:20:48,690
+بتعملوه انتوا عادة بتحطوها variables ال if then
+
+291
+00:20:48,690 --> 00:20:52,290
+إذا كان كذا و بتحطولها ال condition تبعكم ال
+
+292
+00:20:52,290 --> 00:20:56,510
+logical condition هذا عادة بيكون متغير انتوا ممكن
+
+293
+00:20:56,510 --> 00:21:00,290
+تحطوه ك input أصلا في النهاية لكن ال rule نفسها
+
+294
+00:21:00,290 --> 00:21:02,530
+انتوا بنيتوها و خلصت مش حتى لو كنتوا بتغيروا فيها
+
+295
+00:21:02,530 --> 00:21:06,810
+مش هيك فال rule لأ هي بتسميها long term memoryهذه
+
+296
+00:21:06,810 --> 00:21:09,350
+المفروضة من خلاص موجودة في البرنامج هتظل موجودة في
+
+297
+00:21:09,350 --> 00:21:14,850
+البرنامج فهذه بتعمل production لل rule لل rule
+
+298
+00:21:14,850 --> 00:21:18,510
+نبني فيها مجموعة ال rules عشان نعمل بعدين matching
+
+299
+00:21:18,510 --> 00:21:23,210
+بين ال facts و ال rules اللي موجودة من خلال ال
+
+300
+00:21:23,210 --> 00:21:28,850
+reasoning أو المنطق نشوف ال rule هذه إيش مجموعة ال
+
+301
+00:21:28,850 --> 00:21:31,430
+inputs عشان أجي أعمل check ال inputs هذه موجودة
+
+302
+00:21:31,430 --> 00:21:35,910
+ولا لأ ك facts كحقائق نعمل matchingإذا في matching
+
+303
+00:21:35,910 --> 00:21:40,030
+معناته بنطلع نتائج ال conclusion هنا ال rule هذه
+
+304
+00:21:40,030 --> 00:21:42,410
+إيش ال conclusion تبحث إذا فعلا تحقق قطر effect
+
+305
+00:21:42,410 --> 00:21:45,830
+بنطلحها عشان نطلع بال conclusion عشان نطلع
+
+306
+00:21:45,830 --> 00:21:51,290
+conclusion لو توسعنا أكتر هنجد أنه جزئية الال
+
+307
+00:21:51,290 --> 00:21:53,430
+inference اللي في النص أو ال reasoning اللي في
+
+308
+00:21:53,430 --> 00:21:57,490
+النص اللي احنا ممكن نسميها inference engine محرك
+
+309
+00:21:57,490 --> 00:22:01,130
+الاستدلال .. محرك الاستدلال .. الاستدلال بده يبدأ
+
+310
+00:22:01,130 --> 00:22:04,230
+يمسك كل ال facts اللي هنا و ينزلهم على ال rules
+
+311
+00:22:04,230 --> 00:22:08,680
+اللي هنا و يشوف مين منهم تحقق من ال rulesمين منهم
+
+312
+00:22:08,680 --> 00:22:13,580
+هيتحقق عشان يكون عمل فعلا عملية بحث كأنه صار محرك
+
+313
+00:22:13,580 --> 00:22:17,900
+بحث محرك البحث بيعمل matching بين كلهم و هنشوف ال
+
+314
+00:22:17,900 --> 00:22:20,780
+logic كيف بده يعملها بعد ذلك بده يشتغل على ال
+
+315
+00:22:20,780 --> 00:22:24,860
+explanation facilities جديش انا ممكن اعمل
+
+316
+00:22:24,860 --> 00:22:29,850
+explanation وهدي احدمصادر القوة الحقيقة للـ Rule
+
+317
+00:22:29,850 --> 00:22:35,730
+Based Expert System أنه بقدر بكل بساطة أتبع الحل
+
+318
+00:22:35,730 --> 00:22:41,190
+نتبع الحل لما يعطيني في الآخر قرار يعطي لل user
+
+319
+00:22:41,190 --> 00:22:44,510
+قرار من خلال ال user interface اللي خاصة بال user
+
+320
+00:22:44,510 --> 00:22:49,170
+بمجرد ما أعطيه قرار إذا صار في شك بكل بساطة بنقدر
+
+321
+00:22:49,170 --> 00:22:51,370
+نرجع نشوف إيش ال rules اللي .. إيش ال facts اللي
+
+322
+00:22:51,370 --> 00:22:54,230
+قطيتوا إياها وإيش ال rules اللي موجودة وأطبقها أنا
+
+323
+00:22:54,230 --> 00:22:59,710
+لحاليفمعنى ذلك أن ال explanation سهل جدا عملية أنه
+
+324
+00:22:59,710 --> 00:23:03,950
+أفسر انفسر النتيجة عملية تفسير النتيجة وقد يكون
+
+325
+00:23:03,950 --> 00:23:07,270
+أحيانا أنه ممكن أساسا مع القرار يعطيني تسلسل
+
+326
+00:23:07,270 --> 00:23:12,030
+النتائج والله لأن ال rule رقم واحد عملناها firing
+
+327
+00:23:12,030 --> 00:23:17,010
+من خلال ال fact واحد واثنين وخمسة فطلعلي ال
+
+328
+00:23:17,010 --> 00:23:19,730
+conclusion الأول وهذا الكلام اللي كنا ناخده في ال
+
+329
+00:23:19,730 --> 00:23:23,110
+.. إذا متذكرين ال proof strategiesفي ال proof of
+
+330
+00:23:23,110 --> 00:23:25,150
+strategy زى ما كنا نحط rules و نحطهم ورا بعض
+
+331
+00:23:25,150 --> 00:23:29,010
+الخطوة الأولى التانية التالتة بعد سبعة تمان تسعة
+
+332
+00:23:29,010 --> 00:23:32,610
+خطوات نكون وصلنا لها الحل أي نفس الفكرة if then
+
+333
+00:23:32,610 --> 00:23:37,130
+عملية ال if then تمام ممكن نوسع أكتر بحيث أنه يصير
+
+334
+00:23:37,130 --> 00:23:40,130
+complete structure ل ال rule based بحيث أنه يصير
+
+335
+00:23:40,130 --> 00:23:44,090
+قابل أنه ياخد كمان knowledge external من external
+
+336
+00:23:44,090 --> 00:23:47,230
+knowledge أو external database و external program
+
+337
+00:23:48,620 --> 00:23:51,800
+برامج إضافية ممكن تدخل على ال inference engine فال
+
+338
+00:23:51,800 --> 00:23:57,560
+inference engine هذا جداش ممكن ياخد rules إضافية
+
+339
+00:23:57,560 --> 00:24:02,000
+من خارج ال system نفسه كمان، من خارج ال system زي
+
+340
+00:24:02,000 --> 00:24:05,340
+كأنها مثلا إذا كان .. انتوا بتلاحظوا كان .. كان
+
+341
+00:24:05,340 --> 00:24:08,060
+زمان اللي هو الأجهزة الإلكترونية هذه اللي هي بتاعة
+
+342
+00:24:08,060 --> 00:24:11,640
+البرمجة .. بتاعة الترجمةكون بكل بساطة تروحوا إيش
+
+343
+00:24:11,640 --> 00:24:16,360
+تسووا على الدكان أو المحل اللي بيبيحها و تشتريوا
+
+344
+00:24:16,360 --> 00:24:21,120
+.. تشتريوا ذاكرة خاصة مثلا بالمصطلحات الطبية ذاكرة
+
+345
+00:24:21,120 --> 00:24:24,800
+خاصة بالمصطلحات الهندسية إضافة إلها و إلها slot
+
+346
+00:24:24,800 --> 00:24:28,020
+مثلا تحطوها في ال slot فصار بتقدر تاخدوا إمكانيات
+
+347
+00:24:28,020 --> 00:24:32,460
+أكبر فصارت external database .. external database
+
+348
+00:24:32,460 --> 00:24:37,960
+هو فعليا كجهاز لاللغة العادية ال language العادية
+
+349
+00:24:37,960 --> 00:24:41,920
+لكن أحيانا بيكون في مصطلحات مصطلحات ممكن اشتريلها
+
+350
+00:24:41,920 --> 00:24:45,580
+chip خاصة فيها ممكن اشتريلها chip فهي نفس الفكرة
+
+351
+00:24:45,580 --> 00:24:48,360
+انا عندي system لكن لا يمنع انه ممكن ازود
+
+352
+00:24:48,360 --> 00:24:52,960
+امكانياته انزودله .. انزود .. نوصله مع external
+
+353
+00:24:52,960 --> 00:24:56,600
+database او external program بس في النهاية ال
+
+354
+00:24:56,600 --> 00:24:59,680
+database اللي موجودة تحت النظام نفسه هي موجودة ك
+
+355
+00:24:59,680 --> 00:25:04,910
+facts و ال knowledge baseموجودة أو قاعدة المعرفة
+
+356
+00:25:04,910 --> 00:25:09,790
+موجودة من خلال ال rules و زي ما قلنا هذه long term
+
+357
+00:25:09,790 --> 00:25:13,170
+وهذه short term الاتنين هيروحوا على نفس ال
+
+358
+00:25:13,170 --> 00:25:16,670
+inference engine عشان يكون في عنده explanation
+
+359
+00:25:16,670 --> 00:25:23,750
+بقدربكل بساطة أطلع خطوات الحل بكل بساطة و هنا ممكن
+
+360
+00:25:23,750 --> 00:25:27,530
+.. ممكن نجسمه أنه يكون فيه user interface خاص بال
+
+361
+00:25:27,530 --> 00:25:31,090
+user و ممكن يكون فيه developer interface هدول خاص
+
+362
+00:25:31,090 --> 00:25:33,770
+بمين بال knowledge engineer و ال expert إذا كان
+
+363
+00:25:33,770 --> 00:25:37,310
+بدهم يضطروا يعدله يشوفوا ال explanation يمكن أنا
+
+364
+00:25:37,310 --> 00:25:40,450
+بدي أعمل ال explanation هتكون ظاهرة هنا .. هنا مش
+
+365
+00:25:40,450 --> 00:25:44,270
+بالضروري .. هنا بده ناتج و خلاص فممكن برضه يكون في
+
+366
+00:25:44,270 --> 00:25:46,110
+عندي two interfaces
+
+367
+00:25:48,620 --> 00:25:53,860
+الان كيف تفاعل ال facts مع ال rules كيف ال rule و
+
+368
+00:25:53,860 --> 00:25:57,240
+ال fact بتعاملوا مع بعض بيكون في عندي مجموعة ال
+
+369
+00:25:57,240 --> 00:26:00,340
+database العلوية .. العلوية هذه ده كلها هنا ال
+
+370
+00:26:00,340 --> 00:26:03,160
+short term اللي هي ال database و في عندي ال
+
+371
+00:26:03,160 --> 00:26:07,200
+knowledge base اللي هي خاص .. خاصة بال rules ..
+
+372
+00:26:07,200 --> 00:26:09,840
+مجموعة ال rules أول شغل بنعملها بين الإتنين يعمل
+
+373
+00:26:09,840 --> 00:26:16,400
+matching ال matching هذا بيروح بفحص كلاهماعشان
+
+374
+00:26:16,400 --> 00:26:20,280
+اشوف مجموعة ال facts هدولة مع مين عملوا matching
+
+375
+00:26:20,280 --> 00:26:25,480
+من ال rules هدول كويس انعمل matching ال matching
+
+376
+00:26:25,480 --> 00:26:31,760
+هذه مباشرة ال rule تحققت فإذا a is x a is x فعلا
+
+377
+00:26:31,760 --> 00:26:39,820
+هي تحققت then b is y فرب بروح بعمل fire ل b is y
+
+378
+00:26:39,820 --> 00:26:46,330
+فبحط اللي هنا fact خلاص حقيقي صارت doneليش done؟
+
+379
+00:26:46,330 --> 00:26:51,010
+لأن هو مرتبط بهذا، فهذا صار خلاص، فإذا P is Y،
+
+380
+00:26:51,010 --> 00:26:57,270
+انتهى، نتيجة ال matching اللي صارت بين ال A is X و
+
+381
+00:26:57,270 --> 00:27:03,770
+ال rule اللي خاصة ب X و Yفبعملها firing و بنضيفها
+
+382
+00:27:03,770 --> 00:27:10,050
+ك fact حقيقة هنا كيش؟ ك fact ال fact هذه بمجرد ما
+
+383
+00:27:10,050 --> 00:27:15,550
+ال fact X طارت أكيد هيتحطير معاها لأنه هتنفى أو مش
+
+384
+00:27:15,550 --> 00:27:19,050
+هتتحقق فعليا أو مش هكون to guarantee أنه فعلا
+
+385
+00:27:19,050 --> 00:27:25,790
+تحققت ال rule في الحالة هذهتمام مثل ناخد مثال على
+
+386
+00:27:25,790 --> 00:27:29,510
+هذا الموضوع هنقول إذا كان عندى و بدنا من خلالها
+
+387
+00:27:29,510 --> 00:27:32,570
+نشوف إيش نوعيتين التحليل اللى ممكن نشتغل علمياً و
+
+388
+00:27:32,570 --> 00:27:38,490
+هنحلل الطريقتين عملية البناء قواعد البيانات أو
+
+389
+00:27:38,490 --> 00:27:43,450
+الحصول على ال conclusion إذا بدي أبني قواعد بيانات
+
+390
+00:27:43,450 --> 00:27:45,810
+في الطريق و أنا رايح أجيب ال conclusion تبعى
+
+391
+00:27:45,810 --> 00:27:50,620
+فبنسميها forward chainingأو backward chaining
+
+392
+00:27:50,620 --> 00:27:54,440
+هنمشي على التنتين من خلال المثال هذا خلينا في
+
+393
+00:27:54,440 --> 00:27:59,800
+المثال الأول ال rule رقم واحد if y is true and d
+
+394
+00:27:59,800 --> 00:28:05,070
+is true then z is trueRule اتنين if X is true and
+
+395
+00:28:05,070 --> 00:28:10,150
+B is true and E is true then Y is true if A is
+
+396
+00:28:10,150 --> 00:28:14,650
+true then X is true تمام؟ هذه بنقدر ك rules
+
+397
+00:28:14,650 --> 00:28:18,610
+انمثلها بهذا الشكل هو هذا طريق التمثيل أو تمثل
+
+398
+00:28:18,610 --> 00:28:24,590
+بهذا الشكل هيها بكل بساطة باجي بقرأ منها هذه إيه؟
+
+399
+00:28:24,590 --> 00:28:32,720
+if Y is true and D is true then Z is trueتمام،
+
+400
+00:28:32,720 --> 00:28:35,820
+طيب، هذه من وين جاية؟ فهي نفسها، هذه conclusion
+
+401
+00:28:35,820 --> 00:28:40,880
+برضه، فإذا هذه then تبعت مين؟ تبعت ال F للتلاتة
+
+402
+00:28:40,880 --> 00:28:46,480
+هدول، if X is true and B is true and E is true
+
+403
+00:28:46,480 --> 00:28:52,460
+then Y is true طيب، X هل هي ممكن تكون conclusion؟
+
+404
+00:28:52,460 --> 00:28:55,940
+أه ممكن تكون conclusion، conclusion لمين؟ if A is
+
+405
+00:28:55,940 --> 00:28:59,240
+true طيب، هدول مش موجودين، معناته هدول أنا منتظرهم
+
+406
+00:28:59,240 --> 00:29:04,370
+inputsخلاص هدول أنا منتظرهم inputs هذه مش بالضروري
+
+407
+00:29:05,780 --> 00:29:09,760
+هذه مش بالضروري تجيني هي نفسها كمعلومة لأ هي ممكن
+
+408
+00:29:09,760 --> 00:29:13,380
+أعمل construction من مجموعة معلومات أخرى وهنا نفس
+
+409
+00:29:13,380 --> 00:29:17,880
+الكلام X إما تجيني جاهزة أو لأ يكفي انك تقولي
+
+410
+00:29:17,880 --> 00:29:24,220
+الشيء ايه هل متحقق ايه ببناء عليها بنقرر مدى تحقق
+
+411
+00:29:24,220 --> 00:29:29,620
+ال X تمام نبدأ بال forward chaining forward
+
+412
+00:29:29,620 --> 00:29:33,270
+chaining زي ما قلنا بعمل matchingالفكرة كالتالي إن
+
+413
+00:29:33,270 --> 00:29:38,630
+بعمل matching لكل ال rules مع كل ال facts وهذا إيش
+
+414
+00:29:38,630 --> 00:29:43,670
+بسوي ليه؟ بزودلي حجم ال database لإنه كل متغير
+
+415
+00:29:43,670 --> 00:29:48,970
+بنعمله firing فهو أصبح factAutomatic بعمل firing
+
+416
+00:29:48,970 --> 00:29:51,770
+طلع output ال output هذا على طول بحطه مع مين؟ مع
+
+417
+00:29:51,770 --> 00:29:56,270
+ال input ممكن نستخدمه مرة تانية فرحلة short term
+
+418
+00:29:56,270 --> 00:30:00,230
+هذه مجموعة ال rules موجودة عندنا و خلنا نبدأ نشوف
+
+419
+00:30:00,230 --> 00:30:03,550
+القالية كيف بنشتغل عليها ال data driven reasoning
+
+420
+00:30:03,550 --> 00:30:08,030
+هنبدأ بهذا الشكل هفترض ان ال database تبعتي عندي
+
+421
+00:30:08,030 --> 00:30:14,390
+ABCDE هذه الأساسية هذه ايش؟ الأساسية وهذه مجموعة
+
+422
+00:30:14,390 --> 00:30:19,350
+ال rulesهيبقى هنا مجموعة ال rules فهي هذه ال
+
+423
+00:30:19,350 --> 00:30:24,430
+knowledge base عندي خمسة facts فهدول هم الخمسة
+
+424
+00:30:24,430 --> 00:30:27,650
+facts داعون ال database أول شغل بنعمل matching مش
+
+425
+00:30:27,650 --> 00:30:35,070
+هيك matching نمسك هذه Y and D مش Y and D D موجودة
+
+426
+00:30:35,070 --> 00:30:43,100
+أه بس Y لأ فهذه مش matching بنشوف اللي وراهاXBE X
+
+427
+00:30:43,100 --> 00:30:46,020
+أولا مش موجودة فمافيش matching مش هنجي أعمل
+
+428
+00:30:46,020 --> 00:30:50,120
+matching لمين نعمل matching A موجودة A فلحظة
+
+429
+00:30:50,120 --> 00:30:54,080
+أعملنا matching بين A و ال rule هذه عشان نعمل
+
+430
+00:30:54,080 --> 00:30:58,320
+firing لمين ل X X automatically انضعفت مع ال
+
+431
+00:30:58,320 --> 00:31:05,120
+database تبعا ل A تبعا ل Aبوجود ال rule هذه بوجود
+
+432
+00:31:05,120 --> 00:31:10,740
+ال rule هذه طيب بعد ذلك هيك خلصنا جزئية بس لسه
+
+433
+00:31:10,740 --> 00:31:14,540
+مخلصناش باقي ال rules كاملة كل اللي عملته انه زودت
+
+434
+00:31:14,540 --> 00:31:19,940
+X الان بنكمل نشوف في matching ولا لأ وجدنا ان ال
+
+435
+00:31:19,940 --> 00:31:26,480
+rule اللي وراها C طب C موجودة فهي matching بين Cو
+
+436
+00:31:26,480 --> 00:31:32,380
+ال rule C to L فإذا ال بقدر أعملها firing عشان
+
+437
+00:31:32,380 --> 00:31:36,640
+تنضف و تصبح لدي ال كويس إن كمل ال و م .. م مافيش
+
+438
+00:31:36,640 --> 00:31:40,740
+مش موجودة بقدرش أعملها firing هيك أنا عملت إيش؟
+
+439
+00:31:40,740 --> 00:31:45,140
+Cycle كاملة على كل ال rules مش شايف؟ لفنا هنا على
+
+440
+00:31:45,140 --> 00:31:50,120
+كل ال rules ما أمكن نعمله firing عملنالهcycle
+
+441
+00:31:50,120 --> 00:31:53,640
+number one فهيك خلصنا ال cycle number number one
+
+442
+00:31:53,640 --> 00:32:01,000
+بدأت ب ABCDE انتهت ب ABCDEXL هدول هيكون ال
+
+443
+00:32:01,000 --> 00:32:05,200
+database لمين؟ لل cycle التانية لل cycle التانية
+
+444
+00:32:05,200 --> 00:32:10,940
+عشان نبدأ من من الأول باستخدامهم نرجع ل Y and D Y
+
+445
+00:32:10,940 --> 00:32:15,350
+لسه برضه غير موجودةاحنا بدأنا بهذا الشكل Y لسه مش
+
+446
+00:32:15,350 --> 00:32:18,930
+موجودة فإذا مش هنعملها firing لأنه أصلا هي ماعملتش
+
+447
+00:32:18,930 --> 00:32:24,190
+matching اللي بعدها X,B,E أه X صارت موجودة و B و E
+
+448
+00:32:24,190 --> 00:32:27,850
+كانوا موجودين من الأساس فبقدر أعمل matching لمين E
+
+449
+00:32:27,850 --> 00:32:34,470
+مع B مع X كلهم matching مع ال rule رقم 2 عشان
+
+450
+00:32:34,470 --> 00:32:38,730
+يعملي firing لمين ل Yعملنا firing ل why هذه
+
+451
+00:32:38,730 --> 00:32:41,230
+ماعملها firing سابقا .. هذه ماعملها firing سابقا
+
+452
+00:32:41,230 --> 00:32:46,210
+.. خلاص يعني هي متحققة ام لسه مش موجودة فبقدرش
+
+453
+00:32:46,210 --> 00:32:50,170
+اعملها firing .. خلصنا ال cycle بتاعتنا .. بدأنا
+
+454
+00:32:50,170 --> 00:32:55,710
+بسبعة انتهينا ب تمانية facts .. بدأنا بسبعة
+
+455
+00:32:55,710 --> 00:33:00,050
+انتهينا ب تمانية facts .. تمام ..الان ال cycle
+
+456
+00:33:00,050 --> 00:33:06,350
+التالتةالcycle التالتة بنرجع Y and D Y and D
+
+457
+00:33:06,350 --> 00:33:10,710
+الاتنين صاروا موجودين هاي الاتنين موجودين Matching
+
+458
+00:33:10,710 --> 00:33:13,810
+مع ال rule الأولى ال rule الأولى هتعمل إيه firing
+
+459
+00:33:13,810 --> 00:33:17,730
+لمين؟ ل Z بنضيف Z إلا إن هد ماعملها firing،
+
+460
+00:33:17,730 --> 00:33:21,310
+ماعملها firing، ماعملها firing أم لسه مش موجودة مش
+
+461
+00:33:21,310 --> 00:33:24,650
+هقدر أعملها firing فهد مش هتتحقق معاه لأنه ماعملتش
+
+462
+00:33:24,650 --> 00:33:27,890
+Matching لل facts بتاعتها لمجموعة ال facts بتاعتها
+
+463
+00:33:27,890 --> 00:33:32,920
+ف cycle تلتة خلصتOkay مع cycle تلاتة خلاص بقدرش
+
+464
+00:33:32,920 --> 00:33:35,960
+أقدر أضيف أي إشي لل database الآن مافيش مجال نضيف
+
+465
+00:33:35,960 --> 00:33:39,500
+أي إشي لل database بهذا الشكل ال cycle تلاتة بدأنا
+
+466
+00:33:39,500 --> 00:33:44,240
+من تمانية facts وصلنا لتسعة facts ووقفت هذه مناسبة
+
+467
+00:33:44,240 --> 00:33:47,460
+جدا الطريقة لما أكون أنا بدي رغم إن أنا بتحصل على
+
+468
+00:33:47,460 --> 00:33:50,480
+z لكن في نفس الواجهة طول ما أنا ماشي قاعد بأبني ال
+
+469
+00:33:50,480 --> 00:33:54,590
+database تبعتيفبنبني قاعدة البيانات ال database
+
+470
+00:33:54,590 --> 00:33:58,170
+قاعدة بنزودها بنزود في إيش؟ في قاعدة البيانات فهذه
+
+471
+00:33:58,170 --> 00:34:03,590
+كويسة ك strategy في الحال طيب أما الشغل التاني مش
+
+472
+00:34:03,590 --> 00:34:07,510
+ال data-driven reasoning لأ اللي هي ال goal-driven
+
+473
+00:34:07,510 --> 00:34:12,670
+reasoning الهدف مش ال data إن أبني data لأ الهدف
+
+474
+00:34:12,670 --> 00:34:18,290
+ال goal أنا بدي ال goal وخلاص فال goal to find z
+
+475
+00:34:18,290 --> 00:34:24,180
+لأ بدي أكتر ولا أقلأنا ماش معنى بتكبير قاعدة
+
+476
+00:34:24,180 --> 00:34:29,620
+البيانات أنا بس بدي Z بس تمام الآن هاي الخمسة
+
+477
+00:34:29,620 --> 00:34:34,420
+facts الأساسيين بدنا نبدأ بال goal Z عشان أقول ال
+
+478
+00:34:34,420 --> 00:34:38,560
+goal Z المطلوب بالنسبالي معناه ذلك أنه نحدد أنا
+
+479
+00:34:38,560 --> 00:34:45,040
+الآن في ال stage تبعت الهدف تبعي هو Z مين من ال
+
+480
+00:34:45,040 --> 00:34:50,620
+conclusions اللي موجودة لل rules هي Zأه رقم واحد
+
+481
+00:34:50,620 --> 00:34:54,180
+هي فيها Z طيب ممتاز هتنعمل matching خلاص نحلها و
+
+482
+00:34:54,180 --> 00:35:00,440
+نخلص من هالقصة Y مش موجودة D موجودة طيب معناه ذلك
+
+483
+00:35:00,440 --> 00:35:07,300
+انه صار ال target تبعها الوجد find Y فصار sub goal
+
+484
+00:35:07,300 --> 00:35:12,760
+صارت sub goal تانية فالان صرت بتعامل معاها اذا sub
+
+485
+00:35:12,760 --> 00:35:20,640
+goal Y sub goal Y فصار عند ال Nنتيجة انه Z محتاجة
+
+486
+00:35:20,640 --> 00:35:26,720
+D تعمل matching مع D وD موجودة وY وY غير موجودة Y
+
+487
+00:35:26,720 --> 00:35:29,000
+اللي أنا المفروض كنت متخيلها موجودة في ال data
+
+488
+00:35:29,000 --> 00:35:32,700
+race بس هي غير موجودة فصارت مطلوبة عشان نعمل
+
+489
+00:35:32,700 --> 00:35:37,640
+matching هيها محتاجين نعمل matching مع ال rule هذه
+
+490
+00:35:37,640 --> 00:35:41,000
+لكن فعلا هي غير موجودة فبدور عليها ك conclusion
+
+491
+00:35:41,000 --> 00:35:45,830
+فوجدتها conclusion في التانيةطيب ممتاز خلاص انحلت
+
+492
+00:35:45,830 --> 00:35:48,770
+يا جماعة ها بنشوف بنحققها و بنعمل firing لها و
+
+493
+00:35:48,770 --> 00:35:54,430
+بتنتهي هالجثة بنرجع يرجع و خلصنا E موجودة B موجودة
+
+494
+00:35:54,430 --> 00:36:00,050
+اه X sub goal sub goal بالظبط صارت sub goal تاني
+
+495
+00:36:00,050 --> 00:36:07,830
+لمن ل X ل ال X فصار الآن sub goal التالت اللي هو
+
+496
+00:36:07,830 --> 00:36:11,790
+find X
+
+497
+00:36:12,280 --> 00:36:22,240
+كنا بدأنا بمين؟ find Z واضطرينا نروح ل Y
+
+498
+00:36:22,240 --> 00:36:27,860
+ثم ل X فالان X اللي مطلوبة أصبحت لحظه كأنها صارت X
+
+499
+00:36:27,860 --> 00:36:32,760
+هي اللي بيعتمد عليها ال firing ل Z ملاحظين؟ فصارت
+
+500
+00:36:32,760 --> 00:36:39,400
+X لو وجدت هتوجد Z طيب لكن X هذه تعتمد على الرقم 3
+
+501
+00:36:40,430 --> 00:36:45,210
+لكن هناخد بالنا أن هدول أنا حاططهم في الذاكرة أنا
+
+502
+00:36:45,210 --> 00:36:49,530
+مشفّتهم ليش؟ لأنه لما تجيني X كلهم بدهم ينعملهم
+
+503
+00:36:49,530 --> 00:36:54,990
+firing مش والله إن أنا رابطت X ب Z مش هروح للتنتين
+
+504
+00:36:54,990 --> 00:36:57,230
+هدول لأ أنا مضطر له أنا لازم أروح لهم عشان هم اللي
+
+505
+00:36:57,230 --> 00:37:01,270
+هيوصلوني Chain rule Chain rule عشان X اسمها
+
+506
+00:37:01,270 --> 00:37:07,150
+backward chaining كويس فالآن مضطر أروح لمين ل ال
+
+507
+00:37:07,150 --> 00:37:11,810
+rule رقم 3 ال rule رقم 3 خلاص مافيها مشكلةإطلاقا
+
+508
+00:37:11,810 --> 00:37:15,730
+مش هيكون في عندي مشكلة فبعملها firing و مدام
+
+509
+00:37:15,730 --> 00:37:19,510
+عملتلها firing خلاص مش محتاجة عندي في الذاكرة في
+
+510
+00:37:19,510 --> 00:37:22,390
+ال RAM أنا مش محتاجها عملتلها firing و خلصت خلاص
+
+511
+00:37:22,390 --> 00:37:25,910
+هدول لسه موجودين عملت firing هي X أنا اللي عليا
+
+512
+00:37:25,910 --> 00:37:31,390
+خلصته الآن ال rule رقم 2 هي اللي بتروح تدور على X
+
+513
+00:37:31,390 --> 00:37:36,110
+و تعمل firing و برضه تخلص فنفس الكلام بهذا الشكل
+
+514
+00:37:37,050 --> 00:37:41,690
+هنعمل firing لل rule رقم اتنين عشان يعطيني Y ثم
+
+515
+00:37:41,690 --> 00:37:46,470
+اخيرا هنا بتكون رجعنا لمين لل sub goal Y هنا في
+
+516
+00:37:46,470 --> 00:37:50,090
+الآخر روحنا لمين لأول stage كنا شغالين فيها اللي
+
+517
+00:37:50,090 --> 00:37:56,030
+هي ال goal Z و بنرجع بنجيب Z لاحظوا هنا ال
+
+518
+00:37:56,030 --> 00:37:59,810
+database هنا غير ال database هناك هناك كانت الهدف
+
+519
+00:37:59,810 --> 00:38:02,870
+الأساسي هو بناء قاعدة البيانات عشان كان اسمها data
+
+520
+00:38:02,870 --> 00:38:07,950
+driven هنا لأ هنا goal drivenهنا ال .. ال .. ال
+
+521
+00:38:07,950 --> 00:38:10,970
+goal هو اللي بده يقودني، أنا ب .. بروح على هدف،
+
+522
+00:38:10,970 --> 00:38:14,330
+ماعنديش .. ماليش علاقة إطلاقا إنه أبني قاعدة
+
+523
+00:38:14,330 --> 00:38:18,370
+بيانات، مالاش علاقة نبني قاعدة بيانات، الآن كيف
+
+524
+00:38:18,370 --> 00:38:21,730
+أختار بين التنتين؟ عشان أختار بين التنتين، إذا
+
+525
+00:38:21,730 --> 00:38:25,830
+والله أنا في مرحلة ال .. ال expert system في
+
+526
+00:38:25,830 --> 00:38:29,490
+بدايته، فانا محتاج أبني قاعدة بيانات، ولو إنه
+
+527
+00:38:29,490 --> 00:38:32,770
+هيكون على حساب الوقتلأن عملية الحساب تشوفتوا
+
+528
+00:38:32,770 --> 00:38:35,950
+الـcycle، بده يمر على كل ال rules، احنا كنا بتتكلم
+
+529
+00:38:35,950 --> 00:38:39,170
+عن خمس rules، في systems بتكون ب 100 و 200 و 500
+
+530
+00:38:39,170 --> 00:38:44,830
+rulesال rule قاعدة البيانات بتاعتهم كبيرة جدا ضخمة
+
+531
+00:38:44,830 --> 00:38:48,970
+فعشان أمر عليها بدها وجد هذه بتكون في بداية ما
+
+532
+00:38:48,970 --> 00:38:52,170
+ببدأ أبني ال system في بداية بناء ال system okay
+
+533
+00:38:52,170 --> 00:38:54,190
+احنا بنقول إنه ماعنديش مشكلة في بداية بناء ال
+
+534
+00:38:54,190 --> 00:38:57,430
+system عادة هذه حتى المرحلة لما نروح لل techniques
+
+535
+00:38:57,430 --> 00:39:00,650
+التاني اللي قدام هنقول ما هذه المرحلة مش مشكلة هذه
+
+536
+00:39:00,650 --> 00:39:05,630
+مرحلة ال training اللي هي مرحلة التدريب فمش إشكال
+
+537
+00:39:05,630 --> 00:39:10,560
+تاخد وقت فيها لكن إذا أنا بتكلم عنبدور على ال
+
+538
+00:39:10,560 --> 00:39:14,880
+hypothetical solution مباشرة انا بدي الحل
+
+539
+00:39:14,880 --> 00:39:19,780
+الافتراضي اللي هو Z هاتلي Z زي توي .. بدنا Z ليش
+
+540
+00:39:19,780 --> 00:39:23,960
+أقعد .. يعني أنسى Z و أقعد أبني في قاعدة بيانات؟
+
+541
+00:39:23,960 --> 00:39:28,530
+لأ هاتلي Z الأول و بعدين ابني براحتكتمام فإذا كان
+
+542
+00:39:28,530 --> 00:39:31,950
+و الله احنا في بداية بناء ال system مناسب جدا
+
+543
+00:39:31,950 --> 00:39:35,810
+نشتغل على ال forward لكن بعد ذلك لل user .. ال
+
+544
+00:39:35,810 --> 00:39:39,730
+user بده وقت سريع .. بده سرعة وقت فلأ بشتغل على ال
+
+545
+00:39:39,730 --> 00:39:45,730
+backward chain inference engine تمام .. الآن ال
+
+546
+00:39:45,730 --> 00:39:50,490
+conflict .. ال conflictقد يحدث كثير في حالات ان ال
+
+547
+00:39:50,490 --> 00:39:54,750
+rules نفسها تكون في conflict between them زي ده
+
+548
+00:39:54,750 --> 00:39:57,770
+افترض لو قولنا ال rule رقم واحد traffic light is
+
+549
+00:39:57,770 --> 00:40:01,170
+green then action is go منطق جدا مافيش اي مشكلة
+
+550
+00:40:01,170 --> 00:40:04,350
+ابدا طيب هنقول ال rule رقم اتنين if the traffic
+
+551
+00:40:04,350 --> 00:40:09,170
+light is red then the action is stop محلو جدا طيب
+
+552
+00:40:09,170 --> 00:40:18,140
+the traffic light is red and then action is goيبدو
+
+553
+00:40:18,140 --> 00:40:23,340
+خطأ مش هيك؟ يبدو خطأ وإن كان في حالات قد يكون حد
+
+554
+00:40:23,340 --> 00:40:28,700
+صحيح يصير يعني مش لأننا تجوزناها .. تجوزنا ال
+
+555
+00:40:28,700 --> 00:40:31,900
+traffic light لكن إذا في policeman موجود وعمل ال
+
+556
+00:40:31,900 --> 00:40:34,900
+call و جالنا okay عدي ال policeman أجوى من ال
+
+557
+00:40:34,900 --> 00:40:40,760
+traffic light لكن مش واضحة هنا مثلا ففكرة إن أنتوا
+
+558
+00:40:40,760 --> 00:40:44,260
+تقولوا لأ هذا مستحيل ألا بتصيريعني فيها قواعد
+
+559
+00:40:44,260 --> 00:40:47,380
+بتصير، بس كان الطبيعي أنه يكون أكثر تفصيلا، أنه
+
+560
+00:40:47,380 --> 00:40:55,400
+أقول and the policeman allow أو allows to pass،
+
+561
+00:40:55,400 --> 00:41:01,810
+سمح بالمرور مثلا، okay؟ فهناممكن تصير، مش إنه لأ
+
+562
+00:41:01,810 --> 00:41:04,730
+هي خطأ و خلاص، إن جول عليها خطأ و خلاص، لكن يبدو
+
+563
+00:41:04,730 --> 00:41:08,230
+إنه فيه نقص فيها، كان ممكن يكون and و نتكلم عن ال
+
+564
+00:41:08,230 --> 00:41:10,710
+condition اللي ممكن أندها، لكن في الآخر أنا واضح
+
+565
+00:41:10,710 --> 00:41:13,470
+إن أنا في عندي confliction، ال system في
+
+566
+00:41:13,470 --> 00:41:17,230
+confliction، احنا عادة في ال language تبعتنا أو في
+
+567
+00:41:17,230 --> 00:41:20,250
+الوضع من الطبيعي، بنقدر نحل عمليات ال confliction
+
+568
+00:41:20,250 --> 00:41:26,050
+هذهك human expert أو كناس طبيعيين بنقدر نحل هالجثص
+
+569
+00:41:26,050 --> 00:41:28,970
+هذه، لكن ال expert system لأ، ال expert system هو
+
+570
+00:41:28,970 --> 00:41:31,790
+في النهاية ماشيين جاعدة بتشتغل، إيش أنتوا بتحطولها
+
+571
+00:41:31,790 --> 00:41:35,130
+rules تشتغل عليها؟ فال answer فيه confliction، كيف
+
+572
+00:41:35,130 --> 00:41:38,230
+بقدر أتعامل مع ال confliction؟ فال confliction بده
+
+573
+00:41:38,230 --> 00:41:43,270
+مجموعة methods أو فنحطله مجموعة methodsلأ حل هذه
+
+574
+00:41:43,270 --> 00:41:46,210
+ال conflictions اللي ممكنة أو مجموعة ال conflict
+
+575
+00:41:46,210 --> 00:41:51,410
+resolution أول شغلة fire the rule with the highest
+
+576
+00:41:51,410 --> 00:41:55,570
+priority معنى ذلك أنه بنعمل firing كمان لل rule مش
+
+577
+00:41:55,570 --> 00:41:59,110
+احنا كنا توقف نعمل firing لمين؟ لل data اللي هو
+
+578
+00:41:59,110 --> 00:42:03,330
+لمين؟ لل facts و بنرتب ال facts تمام لأ حتى ال
+
+579
+00:42:03,330 --> 00:42:09,020
+rules نفسها بدها تكون مرتبة حسب أولوياتهانقول ال
+
+580
+00:42:09,020 --> 00:42:11,400
+rule هذه لها أولوية عن هذه .. ال rule هذه لها
+
+581
+00:42:11,400 --> 00:42:14,680
+أولوية عن هذه .. مين اللي هيقولله الآن مين أولى من
+
+582
+00:42:14,680 --> 00:42:21,860
+مين؟ اه ال .. ال .. هياخد من مين؟ من ال domain
+
+583
+00:42:21,860 --> 00:42:24,240
+expert بالظبط هو knowledge engineer عشان يبني
+
+584
+00:42:24,240 --> 00:42:28,320
+القاعدة و يرتب ال rules جاب مين جاب المين لكن لما
+
+585
+00:42:28,320 --> 00:42:33,000
+بروح لل domain expert هروح ل tester في المرور
+
+586
+00:42:33,000 --> 00:42:38,370
+أقوللهلو ال .. لو أنا صار فيه عندي تعارض بين إنه
+
+587
+00:42:38,370 --> 00:42:43,630
+لو traffic light is red then go و then stop مين
+
+588
+00:42:43,630 --> 00:42:48,410
+منهم؟ هقولك لأ استنى، إذا كان go معنا ذلك إنه كان
+
+589
+00:42:48,410 --> 00:42:51,470
+في ال policeman بيقوله pass، ال policeman ال
+
+590
+00:42:51,470 --> 00:42:55,670
+priority أعلى، خلاص بمسكها، بس بتضيف طبعا حكاية ال
+
+591
+00:42:55,670 --> 00:43:01,880
+policeman، و هحطها أولوية، إذا موجودة فهي أولىهذه
+
+592
+00:43:01,880 --> 00:43:05,780
+طريقة من الطرق .. هذه طريقة من الطرق أن يكون في
+
+593
+00:43:05,780 --> 00:43:10,440
+عندى أعمل ordering .. appropriate order in the
+
+594
+00:43:10,440 --> 00:43:15,200
+knowledge base و أحمج على ال order هذه زى تو في ال
+
+595
+00:43:15,200 --> 00:43:19,040
+.. لما كنا بنعمل scan على مجموعة ال rules ..
+
+596
+00:43:19,040 --> 00:43:21,340
+مجموعة ال rules كنا نبدأ من ال rule الأولى التانية
+
+597
+00:43:21,340 --> 00:43:24,040
+تالتة الرابعة و بعمل matching معاهم بنكون خلصنا
+
+598
+00:43:24,040 --> 00:43:27,410
+cycle لما أرجع أبدأ برضه برجع بنفس ترتيبهمفخلاص
+
+599
+00:43:27,410 --> 00:43:31,330
+okay إذا احنا متفقين على ذلك فبنحط ال priority ..
+
+600
+00:43:31,330 --> 00:43:35,430
+او ال order تبعهم حسب ال priority مين الأولوية قبل
+
+601
+00:43:35,430 --> 00:43:38,110
+التانية؟ مين الأولوية؟ عادة ال strategy هذه كتير
+
+602
+00:43:38,110 --> 00:43:43,050
+كويسة لعند ما نصلها meet rules حتى بتكون جيدة و
+
+603
+00:43:43,050 --> 00:43:47,390
+مقبولة أنه ترتب حسب أولوياتها طيب .. هذه طريقة
+
+604
+00:43:47,390 --> 00:43:53,480
+طريقة تانية نعمل firing لل most specific ruleإيش
+
+605
+00:43:53,480 --> 00:43:57,860
+يعني؟ يعني لل rule اللي مجموعة ال facts بتاعتها
+
+606
+00:43:57,860 --> 00:44:02,480
+أكتر فهي بقول عليها more specific طب وقولنا
+
+607
+00:44:02,480 --> 00:44:08,860
+traffic light is red then action is go .. red ..
+
+608
+00:44:08,860 --> 00:44:13,500
+stop طيب بعدين التانية قولنا traffic light is red
+
+609
+00:44:13,500 --> 00:44:18,300
+then action is go بس هنا لما تكون أكتر صحيحة هنحط
+
+610
+00:44:18,300 --> 00:44:23,310
+the policeman is .. allows .. allows us to gomore
+
+611
+00:44:23,310 --> 00:44:27,370
+specific، صار في عندها حقيقتين أنا محتاجة أحققهم،
+
+612
+00:44:27,370 --> 00:44:32,250
+الحقيقتين تحققوا، okay ال traffic light is red بس
+
+613
+00:44:32,250 --> 00:44:36,210
+في policeman و ال policeman قال لي عدي، لاحظوا،
+
+614
+00:44:36,210 --> 00:44:39,450
+فهنا صار two facts مش fact واحدة، مش fact واحدة،
+
+615
+00:44:39,450 --> 00:44:42,610
+فهذه automatically في techniques كتيرة بيفترضوها
+
+616
+00:44:42,610 --> 00:44:49,190
+أولوية أكترعلى أساس إن هي بتعمل longest matching
+
+617
+00:44:49,190 --> 00:44:52,810
+strategy فهي بتعمل matching لأكتر من fact واحدة
+
+618
+00:44:52,810 --> 00:44:56,770
+لأكتر من one fact فهذه كويسة مناسبة بتكون جيدة إنه
+
+619
+00:44:56,770 --> 00:45:00,890
+تكون إلها أولوية في هيك حالة طيب، كمان أولوية أو
+
+620
+00:45:00,890 --> 00:45:04,350
+strategy تالتة لحل ال confliction إنه أروح ل data
+
+621
+00:45:04,350 --> 00:45:10,990
+most recently entered ال entered in the database
+
+622
+00:45:10,990 --> 00:45:14,490
+بمعنى إنها دخلت لل database حديثافأفترض إن هي
+
+623
+00:45:14,490 --> 00:45:19,890
+محدثة نفترض في الحالة هذه ال fact المحدثة إذا هي
+
+624
+00:45:19,890 --> 00:45:23,790
+العملت firing فالقاعدة أولى فالقاعدة اتعتها أولى
+
+625
+00:45:23,790 --> 00:45:26,930
+هذا حسب ال strategies اللي ممكن نستخدمها ففي
+
+626
+00:45:26,930 --> 00:45:32,480
+الطريقة هذه بنشتغل علىال facts كل ما كانت ال fact
+
+627
+00:45:32,480 --> 00:45:36,900
+أحدث في دخولها لل database فبفترض إن هي محدثة ..
+
+628
+00:45:36,900 --> 00:45:40,540
+بفترض إن هي محدثة طبعا لاحظوا أشتغل على هادي ولا
+
+629
+00:45:40,540 --> 00:45:43,040
+على هادي ولا على هادي ال application نفسه هو اللي
+
+630
+00:45:43,040 --> 00:45:46,370
+بحكمناال application نفسه هو اللي بيحكمنا لكن احنا
+
+631
+00:45:46,370 --> 00:45:49,810
+جادين نتكلم عن strategies ممكن التفكير فيها لحل ال
+
+632
+00:45:49,810 --> 00:45:53,450
+confliction هدولة تلاتة methods ممكن نستخدم هذه أو
+
+633
+00:45:53,450 --> 00:45:57,990
+هذه أو هذه لكن أحيانا ال application نفسه بيحكمنا
+
+634
+00:45:57,990 --> 00:46:01,750
+لأ ال application مافيش فيه مجال للتحديث كتير فمع
+
+635
+00:46:01,750 --> 00:46:04,510
+نذلك مافيش داعي لأ أروح لعملية التحديث بشتغل على
+
+636
+00:46:04,510 --> 00:46:08,710
+ال priority لإن هو ال stable و مافيش فيه تغيرات
+
+637
+00:46:08,710 --> 00:46:12,230
+كتير فلأ أنا مدام بنيته أول مرة بفترض إن هو هيقعد
+
+638
+00:46:12,230 --> 00:46:15,450
+عمرعلى هالبيانات لكن إذا أنا بتكلم عن application
+
+639
+00:46:15,450 --> 00:46:19,250
+هو بتغير بشكل مستمر مافيش مجال أن أقول لأ ال
+
+640
+00:46:19,250 --> 00:46:22,270
+priority اللي أنا بنيتها من الأول و حطيتهم أولويات
+
+641
+00:46:22,270 --> 00:46:24,350
+هي اللي بداش أتعامل عليها لأنه أنا عارف أن هذا
+
+642
+00:46:24,350 --> 00:46:28,170
+بتغير كتير المجال أو ال application فبصير بالظبط
+
+643
+00:46:28,170 --> 00:46:33,930
+ال data most recently entered كويس فاللي دخلت أحدث
+
+644
+00:46:33,930 --> 00:46:36,650
+على قاعدة البيانات بتكون هي الأولى لأنه أنا بتكلم
+
+645
+00:46:36,650 --> 00:46:41,620
+عن حاجة بتتحدث بالظبطزي معظم المجالات اللي إحنا
+
+646
+00:46:41,620 --> 00:46:45,400
+بنعيش فيها لما نتكلم عن مجال مثلا زي الشغل ال IT و
+
+647
+00:46:45,400 --> 00:46:50,120
+الحسوب طب هذا بشكل سريع بتحرك مستحيل أجي أقول
+
+648
+00:46:50,120 --> 00:46:53,560
+والله بدي أشتغل على methods اللي لها عشرين سنة
+
+649
+00:46:53,560 --> 00:46:59,620
+يعني أكيد كلام مش طبيعي مش صح كويس الآن ال meta
+
+650
+00:46:59,620 --> 00:47:03,280
+knowledge مدام أنا جاعة بتكلم هناك إن أنا بدي أعمل
+
+651
+00:47:03,280 --> 00:47:07,680
+ترتيب أو priority معنى ذلك إن أنا بدي أرتب ال
+
+652
+00:47:07,680 --> 00:47:13,120
+rulesكأني بتعمل قاعدة للقواعد أيوة meta knowledge
+
+653
+00:47:13,120 --> 00:47:15,720
+أو ال metadata متذكرين ال metadata؟ نفس الكلام،
+
+654
+00:47:15,720 --> 00:47:20,480
+إيش ال metadata؟ إيش بقدر أن أعرف ال metadata؟ هو
+
+655
+00:47:20,480 --> 00:47:23,440
+ببساطة هي .. هيها knowledge about knowledge أو
+
+656
+00:47:23,440 --> 00:47:27,890
+data about dataيعني كأنه abstracting لل data كأنه
+
+657
+00:47:27,890 --> 00:47:30,890
+بعمل abstracting لل data فهي knowledge about
+
+658
+00:47:30,890 --> 00:47:33,810
+knowledge فالميتا knowledge هي فعليًا knowledge
+
+659
+00:47:33,810 --> 00:47:37,950
+about the use and control of domain knowledge in
+
+660
+00:47:37,950 --> 00:47:43,330
+an expert system فهي فعليًا بيانات عن .. بأستخدمها
+
+661
+00:47:43,330 --> 00:47:48,310
+للتحكم للاستخدام و التحكم في ال knowledge نفسها في
+
+662
+00:47:48,310 --> 00:47:50,770
+ال knowledge نفسها أنه أنا كيف أشتغل عليها طيب
+
+663
+00:47:50,770 --> 00:47:53,070
+إحنا عارفين أنه في ال .. في ال rule based expert
+
+664
+00:47:53,070 --> 00:47:58,250
+system ال knowledge تبعتيلما كنا بنتكلم حطينا فوق
+
+665
+00:47:58,250 --> 00:48:02,510
+ال database و حطينا تحت knowledge base مش هيك ال
+
+666
+00:48:02,510 --> 00:48:05,950
+knowledge base هذه هي عبارة عن إيش rules فمعنى ذلك
+
+667
+00:48:05,950 --> 00:48:08,850
+إنه ممكن أستعيد عن كلمة meta knowledge بسميها meta
+
+668
+00:48:08,850 --> 00:48:15,620
+rules لإنه بدي أحط قاعدة للقواعدنحط قاعدة للقواعد
+
+669
+00:48:15,620 --> 00:48:17,980
+اللي بنستخدمها اللي هي مجموعة ال if then اللي
+
+670
+00:48:17,980 --> 00:48:20,440
+موجودة عندنا في الحلقة دي فهذه ال strategy ممكن
+
+671
+00:48:20,440 --> 00:48:23,420
+تكون مستخدمة task specific rules in the expert
+
+672
+00:48:23,420 --> 00:48:26,440
+system بحيث ان ال meta rules هذه بتحسبلنا ال
+
+673
+00:48:26,440 --> 00:48:31,060
+strategy لاستخدام ال task specific مين أستخدم جاب
+
+674
+00:48:31,060 --> 00:48:35,090
+المين؟ مين ممكن نستخدمها جاب المين؟فبتكون مناسبة
+
+675
+00:48:35,090 --> 00:48:39,170
+أنه نعمل هذا الكلام تمام جدا الان ال
+
+676
+00:48:39,170 --> 00:48:41,570
+characteristics of an expert system لاحظوا ال
+
+677
+00:48:41,570 --> 00:48:45,070
+expert system احنا خلصناه يعني مافيش فيه إش كتير
+
+678
+00:48:45,070 --> 00:48:48,230
+هو if then إنتهى الكلام ماضلش فيه إش وانتوا
+
+679
+00:48:48,230 --> 00:48:50,350
+استخدمتهوا أصلا مسبقا قبل ما تيجوا على المحاضرة
+
+680
+00:48:50,350 --> 00:48:53,450
+بسنينقبل ما تيجي محاضرتنا بسنين و انت بتستخدمه
+
+681
+00:48:53,450 --> 00:48:56,230
+للاذن معناه ذلك ان انتوا عارفينها لكن زي ما
+
+682
+00:48:56,230 --> 00:48:58,610
+بيقولوا احنا عملنا لها تربيط هيك انه والله هذه
+
+683
+00:48:58,610 --> 00:49:01,330
+ممكن نستخدمها يا جماعة في expert system وانتوا
+
+684
+00:49:01,330 --> 00:49:04,850
+بشكل او باخر البرنامج اللي بتعمله هو expert system
+
+685
+00:49:05,580 --> 00:49:09,260
+انت لما بتكتبه برنامج code أي code بتكتبوه عشان
+
+686
+00:49:09,260 --> 00:49:13,480
+يحل المشكلة هو في الآخر expert system تمام ايش ال
+
+687
+00:49:13,480 --> 00:49:15,780
+characteristics الأساسية ال expert system is built
+
+688
+00:49:15,780 --> 00:49:19,500
+to perform a human experience .. expert level in
+
+689
+00:49:19,500 --> 00:49:24,120
+narrow او specified domain هذه مهمة جدا انا
+
+690
+00:49:24,120 --> 00:49:27,900
+مابروحش ببني system بده يفكرلي زي البني ادم في كل
+
+691
+00:49:27,900 --> 00:49:33,430
+حاجةمش هنخلص .. مش هنخلص اطلاقا و بالعكس هشربك ال
+
+692
+00:49:33,430 --> 00:49:35,730
+.. ال .. ال rules مع بعضها لإنه بصير بدي rules
+
+693
+00:49:35,730 --> 00:49:38,810
+كتيرة جدا و ال rules كتيرة جدا ال confliction
+
+694
+00:49:38,810 --> 00:49:42,670
+هتعلى احتماليتها و هتصير في مشكلة كبيرة في
+
+695
+00:49:42,670 --> 00:49:47,090
+الاختيارات فلعند الآن لأ ال .. الفكرة كلها في
+
+696
+00:49:47,090 --> 00:49:51,790
+النار و ..area أو ال specified domain أنا بقول بدي
+
+697
+00:49:51,790 --> 00:49:56,290
+أشتغل أعمل expert system مثلا لتشخيص مرض معين
+
+698
+00:49:56,290 --> 00:50:00,910
+لتشخيص الكورونا مثلا فإذا بدي أحط مجموعة rules ال
+
+699
+00:50:00,910 --> 00:50:04,590
+rules هذه أول شغلة في درجة الحرارة في التعرق في
+
+700
+00:50:04,590 --> 00:50:07,970
+بعض ال .. ال .. ال .. خلينا نقول ال .. ال .. ال
+
+701
+00:50:07,970 --> 00:50:11,630
+events اللي ممكن تحدث لمريض الكورونا هذا عشان في
+
+702
+00:50:11,630 --> 00:50:15,720
+الآخر نستنتج then كوروناإن ال virus .. virus
+
+703
+00:50:15,720 --> 00:50:19,100
+الكورونا مثلا كويس فهذا بنبنيها على جد هذا الشزق
+
+704
+00:50:19,100 --> 00:50:23,260
+مش هقول لأ expert system يعني بنبني فيه عشان أصنف
+
+705
+00:50:23,260 --> 00:50:26,040
+الكورونا هي في كورونا ولا مافيش كورونا و أروح
+
+706
+00:50:26,040 --> 00:50:28,800
+أحطله و أقول لأ أنا بدي إياه يفكر ليه كيف أعمل
+
+707
+00:50:28,800 --> 00:50:33,600
+استراتيجية لإدارة المحاضرة
+
+708
+00:50:33,600 --> 00:50:39,850
+لأ ده مش شغلنا مش شغله هو بيشتغل في narrow areaالـ
+
+709
+00:50:39,850 --> 00:50:42,390
+narrow area هي اللي بيشتغل فيها خلصناها دي طبعا
+
+710
+00:50:42,390 --> 00:50:44,930
+أهم characteristic لأي .. الحقيقة هذا الكلام لأي
+
+711
+00:50:44,930 --> 00:50:48,210
+expert system مش فقط على ال rule based بدنا نضلنا
+
+712
+00:50:48,210 --> 00:50:50,570
+مفاكرين فيه أنه هذا لكل expert system ممكن نشتغل
+
+713
+00:50:50,570 --> 00:50:53,950
+عليه كتير كويس عشان تنجحوا فيه يكونوا محددين
+
+714
+00:50:53,950 --> 00:50:58,450
+specified domain بتشتغلوا فيه تمام فتضمنوا ال high
+
+715
+00:50:58,450 --> 00:51:03,150
+quality performanceال system نفسه بغض النظر ان how
+
+716
+00:51:03,150 --> 00:51:08,450
+fast the system can solve problem هنا معنى ذلك انه
+
+717
+00:51:08,450 --> 00:51:11,350
+عشان نقدي نشتغل بهذا الشكل معظم ال characteristics
+
+718
+00:51:11,350 --> 00:51:16,590
+بتدور على ال high quality performance بغض النظر عن
+
+719
+00:51:16,590 --> 00:51:22,730
+جدش سرعته سرعة الحل بحيث ان ال user will not be
+
+720
+00:51:22,730 --> 00:51:29,110
+satisfied if the result is wrong أكيدفانا معني جدا
+
+721
+00:51:29,110 --> 00:51:33,870
+بال performance عشان ماعطيش حل خاطئ، الحل الخاطئ
+
+722
+00:51:33,870 --> 00:51:39,500
+هذا معناته أنه أنا ماعملتش expert systemأنا
+
+723
+00:51:39,500 --> 00:51:42,020
+ماعملتش express system و في الحالة هذه أكيد ال
+
+724
+00:51:42,020 --> 00:51:45,500
+user هيكون مش راضي عن النتائج تخيل تعمل برنامج و
+
+725
+00:51:45,500 --> 00:51:48,520
+تسلميه و يتفاجأ ال user ان انت .. ان النتائج بيطلع
+
+726
+00:51:48,520 --> 00:51:50,640
+النتائج .. ال .. البرنامج تبعك بيطلع النتائج غلط
+
+727
+00:51:50,640 --> 00:51:53,380
+بيطلع النتائج غلط لو حسبه على ال .. على ال
+
+728
+00:51:53,380 --> 00:51:55,540
+calculator كان أحسنله على الأقل على الحسبة كان
+
+729
+00:51:55,540 --> 00:51:59,320
+طالع .. طالع أحسن فطبيعي هيكون مش راضي و يمكن زي
+
+730
+00:51:59,320 --> 00:52:02,600
+ما يقولوا يلغي الأقود إذا كان في شركة مع شركة
+
+731
+00:52:02,600 --> 00:52:05,040
+برمجة أو مع شركة .. و ماعيدناش كل الشغل خلاص
+
+732
+00:52:05,040 --> 00:52:10,020
+بطلناه تمام لكنفي تطبيقات معينة on the other hand
+
+733
+00:52:10,020 --> 00:52:13,840
+بدنا ناخد بالنا ان ال speed of reaching a solution
+
+734
+00:52:13,840 --> 00:52:19,120
+is very important في تطبيقات زي الكورونا مثلا او
+
+735
+00:52:19,120 --> 00:52:22,640
+ال medical كل ال biomedical applications هذه لأ
+
+736
+00:52:22,640 --> 00:52:26,400
+مهم جدا السرعة ماينفعش تقولي لأ انا بدي ع السريع
+
+737
+00:52:26,400 --> 00:52:31,280
+لأن الكورونا هنا جاين نتكلم عن حالة موجودة في كل
+
+738
+00:52:32,010 --> 00:52:34,910
+ساعتين زمان بنسمع عدد إصابات زيادة، في كل ساعة
+
+739
+00:52:34,910 --> 00:52:39,610
+زمان في إصابات زيادة، في كل ساعة زمان المنظمة
+
+740
+00:52:39,610 --> 00:52:43,910
+الصحة العالمية كل ساعتين بتطلع تقرير، حاليا في
+
+741
+00:52:43,910 --> 00:52:45,830
+الوقت الحالي، كل ساعتين بتطلع تقرير، كل ساعتين
+
+742
+00:52:45,830 --> 00:52:49,230
+بتطلع تقرير، معناه ذلك أنه لأ أنا محتاج ال speed،
+
+743
+00:52:49,230 --> 00:52:55,320
+محتاج ال speed عشان يعمل ال system هذاصحيح انا ال
+
+744
+00:52:55,320 --> 00:52:58,680
+.. ال accurate .. ال accuracy انا محتاجها ..
+
+745
+00:52:58,680 --> 00:53:02,340
+accurate decision او diagnosis احنا محتاجونه ..
+
+746
+00:53:02,340 --> 00:53:06,200
+محتاجينه ولكن مش لدرجة انه بالله هيكون مفيد
+
+747
+00:53:06,200 --> 00:53:09,320
+بالنسبالي اذا ايجا بعد ما مايموت المريض، ايش بده
+
+748
+00:53:09,320 --> 00:53:14,250
+استفيد منه؟إذا إجاني ال diagnosis أو التشخيص بعد
+
+749
+00:53:14,250 --> 00:53:17,550
+ما يموت المريض، بعد والله ساعتين .. خمس ساعات ولا
+
+750
+00:53:17,550 --> 00:53:21,150
+سبع ساعات، بلزمنيش، بيصير إيه اللي مالوش أي معنى
+
+751
+00:53:21,150 --> 00:53:25,510
+أو لو بنتكلم عن انفجارات نووية بعد ما تكون الدنيا
+
+752
+00:53:25,510 --> 00:53:30,590
+انفجرت وخلصت، بلزمناش، فإذا لازم نكون موازنين بين
+
+753
+00:53:30,590 --> 00:53:33,950
+إن أنا بدي performance بس في نفس الواجهة لازم تكون
+
+754
+00:53:33,950 --> 00:53:37,870
+السرعة مقبولة، السرعة مقبولة و هاد السرعة حسب ال
+
+755
+00:53:37,870 --> 00:53:41,440
+applicationحسب ال application لما أقول والله بدي
+
+756
+00:53:41,440 --> 00:53:46,040
+مجرد أنا بدي برنامج يدير ليه يعطيني هيك ك advisor
+
+757
+00:53:46,040 --> 00:53:49,220
+كنا بنتكلم عن واحدة من التطبيقات ال recommendation
+
+758
+00:53:49,220 --> 00:53:52,340
+أو ال strategy كيف .. ال strategy تبع إدارة
+
+759
+00:53:52,340 --> 00:53:55,240
+المحاضرة مثلا هذه برضه على فكرة برامج ممكن ينحطلها
+
+760
+00:53:55,240 --> 00:53:58,960
+expert system ان والله كيف أدير ال .. ال ..
+
+761
+00:53:58,960 --> 00:54:01,340
+المحاضرة أقوله والله مفرضات المحاضرة واحد اتنين
+
+762
+00:54:01,340 --> 00:54:05,420
+تلاتة أربعة إيش ال medium المناسبة يعني إيش في
+
+763
+00:54:05,420 --> 00:54:09,890
+أسليب ممكن تكون جيدة لهيك موضوعل .. ل .. لتوصيل
+
+764
+00:54:09,890 --> 00:54:13,810
+المفهوم فممكن ينعمللي برنامج عليها okay انا في
+
+765
+00:54:13,810 --> 00:54:16,610
+نهاية بدي performance عالية هنا مش هتفرق كتير مع
+
+766
+00:54:16,610 --> 00:54:20,530
+الوقت okay اقعدلك ساعتين تلاتة بستنقعك قبل ما
+
+767
+00:54:20,530 --> 00:54:24,030
+تطلعي لستراتيجية المناسبة أما بتكلم عن diagnosis ل
+
+768
+00:54:24,030 --> 00:54:27,520
+.. ال .. ال corona diagnosis لأCorona diagnosis في
+
+769
+00:54:27,520 --> 00:54:30,780
+الوقت اللي احنا فيه محتاجة سريعة محتاجين بشكل سريع
+
+770
+00:54:30,780 --> 00:54:34,820
+وهي معظم العلماء جاهدين بيجروا بيحاولوا يسرعوا في
+
+771
+00:54:34,820 --> 00:54:39,680
+الوصول للمصل المناسب طيب ال expert system apply
+
+772
+00:54:39,680 --> 00:54:44,520
+heuristics to guide the reasoning and thus reduce
+
+773
+00:54:44,520 --> 00:54:48,200
+the search area for a solution كتير كويس عشان هو
+
+774
+00:54:48,200 --> 00:54:51,720
+دي قلناها يمكن لما كان الفرق بين إذا متذكرين ال
+
+775
+00:54:51,720 --> 00:54:54,780
+informed و ال uninformed ال uninformed ال
+
+776
+00:54:54,780 --> 00:54:59,630
+performance أقلال performance ال informed كانت
+
+777
+00:54:59,630 --> 00:55:04,270
+أفضل، أفضل ليش؟ لإني أنا استعندت ب heuristics to
+
+778
+00:55:04,270 --> 00:55:08,230
+guide هيها ال reasoning عشان تعطيني reasoning
+
+779
+00:55:08,230 --> 00:55:12,050
+فكتير كويس برضه إذا كان فيه heuristic data مش غلط
+
+780
+00:55:12,050 --> 00:55:16,730
+إنه نستخدمها و إستخدامها طيب unique feature مهمة
+
+781
+00:55:16,730 --> 00:55:20,230
+جدا لل expert system اللي هي its explanation
+
+782
+00:55:20,230 --> 00:55:25,650
+capabilityقدش قدرتها على الشرح وهذه قلنا عندنا
+
+783
+00:55:25,650 --> 00:55:28,270
+الآن هذه هي الوجهة مخصوصة لموضوعنا بس اللي هي ال
+
+784
+00:55:28,270 --> 00:55:31,230
+role ال role based .. ال role based expert system
+
+785
+00:55:31,230 --> 00:55:34,110
+في ال role based expert system أنا فيها عندي مجال
+
+786
+00:55:34,110 --> 00:55:37,930
+أعمل explanation لأنه ببساطة زي ما أخدنا في ال
+
+787
+00:55:37,930 --> 00:55:41,770
+discrete في الزمنات لما كنا نعمل prove لأي .. بأي
+
+788
+00:55:41,770 --> 00:55:45,130
+نوع من أنواع ال strategies كنا نحط خطوات واحد من
+
+789
+00:55:45,130 --> 00:55:49,900
+ال .. من ال role رقم كذاthen كذا من الرول رقم كذا
+
+790
+00:55:49,900 --> 00:55:53,140
+then كذا بنعملها خطوات اربع سبع تسع عشر خطوات
+
+791
+00:55:53,140 --> 00:55:55,480
+اشرين خطوة مية خطوة ان شاء الله المهم في النهاية
+
+792
+00:55:55,480 --> 00:56:00,730
+في عندى تسلسل لما نيجي نراجعه بفهم منههذا الكلام
+
+793
+00:56:00,730 --> 00:56:04,130
+مناسب جدا هنا بقى فقط في ال rule based لأن ال rule
+
+794
+00:56:04,130 --> 00:56:10,430
+معروفة محددة تمام هذه قد لا نجدها لاحقا لما نروح ل
+
+795
+00:56:10,430 --> 00:56:13,810
+ال frame based لما نروح لموضوع اخر اللي هو ال
+
+796
+00:56:13,810 --> 00:56:16,970
+frame based و اللي هنشرح داخله من خلاله ال neural
+
+797
+00:56:16,970 --> 00:56:20,330
+network و هنشرح من خلاله ال genetic algorithm هنجد
+
+798
+00:56:20,330 --> 00:56:23,850
+انه لأ انا مش جادر امثل المعلومة و خلاص هو اعطاني
+
+799
+00:56:23,850 --> 00:56:28,090
+قرار بس انه انا اتبع القرار صح ولا مش صح هيكون صعب
+
+800
+00:56:28,790 --> 00:56:33,110
+هذه لأ بقدر أتبع طيب ال expert system employ
+
+801
+00:56:33,110 --> 00:56:38,030
+symbolic reasoning when solving problem كويس جدا
+
+802
+00:56:38,030 --> 00:56:41,570
+برضه بنقدر نستخدم الرموز بنقدر نستخدم الرموز اللي
+
+803
+00:56:41,570 --> 00:56:46,950
+ممكن نتجلل حجم البيانات بتاعتنا وهذا بيخليها قابلة
+
+804
+00:56:46,950 --> 00:56:48,850
+أنه نعملها representation لproblem
+
+805
+00:56:51,670 --> 00:56:54,430
+عشان أقدر أعملها explanation و أفهمه أنا ك human
+
+806
+00:56:54,430 --> 00:56:58,030
+في الآخر لإنه ممكن في الآخر أطبعه على ورقة و أتبقى
+
+807
+00:56:58,030 --> 00:57:01,050
+براحة خلاص احنا أخدنا القرار و خلصناه بس ك check
+
+808
+00:57:01,050 --> 00:57:04,250
+إنه ممكن أمسك و أتبع هل فعلا القرار كان صحيح و لا
+
+809
+00:57:04,250 --> 00:57:06,390
+ماكان صحيح طبعا عشان أتبع هو كان صحيح و لا ماكان
+
+810
+00:57:06,390 --> 00:57:10,490
+صحيح في مجال أن أستخدم ال symbolic reasoning،
+
+811
+00:57:10,490 --> 00:57:15,750
+كويسة فهذه بأساس أنه نستخدمها في تمثيل ال facts و
+
+812
+00:57:15,750 --> 00:57:19,940
+ال rules المعرفة اللي هي المعرفة نفسها تمامالان
+
+813
+00:57:19,940 --> 00:57:25,040
+can we combine forward and backward chaining؟ هل
+
+814
+00:57:25,040 --> 00:57:27,140
+انا ممكن نستخدم الاتنين مع بعض؟ أه ممكن نستخدم
+
+815
+00:57:27,140 --> 00:57:30,860
+الاتنين مع بعض ممكن نستخدمها في أكتر من expert
+
+816
+00:57:30,860 --> 00:57:35,020
+system ممكن نعمل combination لال forward و ال
+
+817
+00:57:35,020 --> 00:57:38,060
+backward chaining interference techniques بحيث انه
+
+818
+00:57:38,060 --> 00:57:42,000
+ال knowledge engineer doesn't have to choose
+
+819
+00:57:42,000 --> 00:57:45,980
+between them هو مش محتاج يختار بينهم لكن احنا ممكن
+
+820
+00:57:45,980 --> 00:57:50,290
+نقوله انه لأ اختار بينهم ايش المشكلة؟بمعنى إن هو
+
+821
+00:57:50,290 --> 00:57:54,910
+بشتغل على ال .. ال .. بشكل أساسي إذا كان في target
+
+822
+00:57:54,910 --> 00:57:59,590
+محدد إله، بشتغل على إيش إذا في target؟ على ال
+
+823
+00:57:59,590 --> 00:58:04,330
+backward .. على ال backward chaining مع فرصةأي
+
+824
+00:58:04,330 --> 00:58:07,590
+بيانات إضافية بيلاقيها في ال rules اللي بيطبقها
+
+825
+00:58:07,590 --> 00:58:13,050
+يطلحها يعملها firing يعملها firing فممكن استخدامها
+
+826
+00:58:13,050 --> 00:58:17,250
+to maximize the use of new data فبتير كويس برضه
+
+827
+00:58:17,250 --> 00:58:21,330
+نعمل maximization لل data بتاعتنا لل new data
+
+828
+00:58:21,330 --> 00:58:27,170
+بتاعتنا جيد ك advantages ل rule based بقدر أقول
+
+829
+00:58:27,170 --> 00:58:29,870
+أنه طبيعة ال knowledge representation أو ال
+
+830
+00:58:29,870 --> 00:58:33,230
+natural knowledgerepresentation أنا في النهاية
+
+831
+00:58:33,230 --> 00:58:37,050
+بتعامل مع if then يعني بكل بساطة بقدر أحطها بشكل
+
+832
+00:58:37,050 --> 00:58:41,850
+conditions واحنا فعليا كل ال knowledge في حياتنا
+
+833
+00:58:41,850 --> 00:58:45,470
+بنقدر ببساطة نحطها في شكل condition إذا صار كذا
+
+834
+00:58:45,470 --> 00:58:48,830
+هنعمل كذا، إذا صار كذا هنعمل كذا، إذا صحينا لجينا
+
+835
+00:58:48,830 --> 00:58:51,690
+الدنيا مطر كتير مش رايحة الجامعة، إذا لجيت الجو
+
+836
+00:58:51,690 --> 00:58:56,150
+كويس و مقبول بدنا نروح الجامعة، هي كلها if thenكل
+
+837
+00:58:56,150 --> 00:59:00,410
+حياتنا ممكن تمثيلها بهذا الشكل فمن السهل جدا عملية
+
+838
+00:59:00,410 --> 00:59:03,610
+knowledge representation باستخدام هذا ال technique
+
+839
+00:59:03,610 --> 00:59:06,650
+أو هذا ال expert system اللي هو ال rule based لإن
+
+840
+00:59:06,650 --> 00:59:10,290
+أنا بدى أتعامل مع افضل فأنا بقدر أقول in such ..
+
+841
+00:59:10,290 --> 00:59:14,370
+in such and such and .. طبعا situation هنا بنقول
+
+842
+00:59:14,370 --> 00:59:18,850
+في حال أنه في مطر، في ذوابع وفي مش عارف ..
+
+843
+00:59:18,850 --> 00:59:23,810
+situations هيها، مجموع ال situations I do .. أنا
+
+844
+00:59:23,810 --> 00:59:27,660
+بديش أروح الجامعةأنا بضل من تحت الإحرار، أنا بدي
+
+845
+00:59:27,660 --> 00:59:31,720
+أشرب مشروبات ساخنة، هيها، لاحظوا، فهي فعليا هيك
+
+846
+00:59:31,720 --> 00:59:35,900
+بالتم، إن كل حياتنا بقدر أحطها بهذا الشكل من ال
+
+847
+00:59:35,900 --> 00:59:40,250
+language، من اللغةمن اللغة أو التصرف فهذه مناسبة
+
+848
+00:59:40,250 --> 00:59:44,310
+جدا عشان نعمل منها if then rules if then rules
+
+849
+00:59:44,310 --> 00:59:48,510
+فمعنى ذلك أنه أول شغلة من الميزات لل experts لل
+
+850
+00:59:48,510 --> 00:59:52,210
+rule based experts system أن هي سهلة التمثيل سهلة
+
+851
+00:59:52,210 --> 00:59:56,210
+التمثيل uniform structure برضه هذه حاجة مهمة جدا
+
+852
+00:59:56,210 --> 00:59:59,230
+أنه هي uniform structure هو structure واحد if then
+
+853
+00:59:59,230 --> 01:00:03,960
+بدوش لخمة كتيرمش محتاج لخبطة كتير انه والله عندى
+
+854
+01:00:03,960 --> 01:00:07,360
+اتنين تلاتة structures فانا مش عارف امتى اختار هذا
+
+855
+01:00:07,360 --> 01:00:10,500
+و امتى اخد هذا و امتى واني اجي انحل اقعد اكون
+
+856
+01:00:10,500 --> 01:00:12,600
+متلخبط مرة استخدم هذا و مرة هذا و يقول الدكتور
+
+857
+01:00:12,600 --> 01:00:17,360
+يعمل غلط .. لا لا لا هي في النهاية if then و بس if
+
+858
+01:00:17,360 --> 01:00:23,080
+then و فقط if then okay separation of knowledge
+
+859
+01:00:23,080 --> 01:00:27,480
+from its process هنا بنتكلم عن اذا كان efficient
+
+860
+01:00:27,480 --> 01:00:29,600
+لأ ال .. okay
+
+861
+01:00:34,000 --> 01:00:37,720
+تمام فهنا برضه بنتكلم عن عملية انه فصل المعرفة هنا
+
+862
+01:00:37,720 --> 01:00:42,160
+في الآخر بنقدر نقول انه فصل المعرفة من its process
+
+863
+01:00:42,160 --> 01:00:46,640
+بمعنى ان بكل بساطة في عندي facts وفي عندي rules
+
+864
+01:00:46,640 --> 01:00:51,720
+هدول متفاصلين عن بعض .. هدول متفاصلين عن بعض طب
+
+865
+01:00:51,720 --> 01:00:54,480
+فيش بيفيدوني انهم متفاصلين عن بعض؟ اقولوا عارفين
+
+866
+01:00:54,480 --> 01:00:58,360
+زي ايش؟ زي فكرة بالظبط ان انتوا بتعملوا function و
+
+867
+01:00:58,360 --> 01:01:01,460
+ال input تباعها متغير فان المعنى دالك ال function
+
+868
+01:01:01,460 --> 01:01:06,810
+بقدر استخدمها في أشياء تانيةصح فإذا صارت more
+
+869
+01:01:06,810 --> 01:01:11,290
+general هدى نفس الفكرة بقدر أعمل separation لال
+
+870
+01:01:11,290 --> 01:01:15,610
+knowledge من ال processing من عملية المعالج
+
+871
+01:01:15,610 --> 01:01:19,610
+بتاعتها فانا بقدر ال rule نفسها أفصلها و أطلحها
+
+872
+01:01:19,610 --> 01:01:23,850
+أخليها general rule general rule أستخدمها في أشياء
+
+873
+01:01:23,850 --> 01:01:28,140
+تانية فهتصيرprovide effective separation of
+
+874
+01:01:28,140 --> 01:01:31,960
+knowledge have been from .. from the inference
+
+875
+01:01:31,960 --> 01:01:37,360
+engine من ال inference engine فإذا لأ أنا
+
+876
+01:01:37,360 --> 01:01:40,040
+استخدمتها في ال inference engine ال inference
+
+877
+01:01:40,040 --> 01:01:43,540
+engine إيش بيسوي؟ بيعمل matching في عندي fact في
+
+878
+01:01:43,540 --> 01:01:47,260
+عندي rule بياخدهم الإتنين عشان يعمل explanation
+
+879
+01:01:47,260 --> 01:01:51,210
+منهمOkay لأ أنا بقدر بكل بساطة ال rule أطلحها كمان
+
+880
+01:01:51,210 --> 01:01:55,010
+أعملها separation أطلحها وتصير general وتصير
+
+881
+01:01:55,010 --> 01:01:59,350
+general فهذه الحقيقة بتعمل لإمكانية أنه ت develop
+
+882
+01:01:59,350 --> 01:02:04,270
+different applications ممكن كلهم يكونوا بيستخدموا
+
+883
+01:02:04,270 --> 01:02:07,310
+نفس ال expert system نفس ال expert system إذا
+
+884
+01:02:07,310 --> 01:02:11,080
+كانوا بيعتمدوا على نفس ال rulesفإذا عملية الفصل هي
+
+885
+01:02:11,080 --> 01:02:16,960
+دي برضه جيدة مقبولة في ال frame based يمكن شوية
+
+886
+01:02:16,960 --> 01:02:21,680
+هتكون أصعب الجثة أنه نعرف نفسلهم عن بعض زي في ال
+
+887
+01:02:21,680 --> 01:02:24,940
+neural network و حاليا طبعا بالعكس الأمور التشابه
+
+888
+01:02:24,940 --> 01:02:28,720
+كانت أكتر و صار بقدر أروح ل deep neural network أو
+
+889
+01:02:28,720 --> 01:02:32,600
+deep learningصارت لأ هي كتلة واحدة أنا بتعامل مع
+
+890
+01:02:32,600 --> 01:02:37,100
+ال frame على بعضه كامل طيب dealing with incomplete
+
+891
+01:02:37,100 --> 01:02:43,240
+and uncertain .. uncertain knowledge ممتاز جدا في
+
+892
+01:02:43,240 --> 01:02:46,940
+ال rule based في مجال ان اتعامل مع ال incomplete
+
+893
+01:02:46,940 --> 01:02:49,740
+facts يعني
+
+894
+01:02:51,280 --> 01:02:56,020
+لما أقول والله إذا اليوم الجو مشمس معناته بكرا
+
+895
+01:02:56,020 --> 01:03:00,620
+نفترض إننا نروح البحر فرضا say إننا نروح الشطر
+
+896
+01:03:00,620 --> 01:03:05,900
+okay طيب مين قال إن اليوم الجو مشمس؟ هتيجي تتطلع
+
+897
+01:03:05,900 --> 01:03:10,600
+okay هو في شمس نفترض لكن في هوا كتير معناه ذلك إن
+
+898
+01:03:10,600 --> 01:03:16,620
+عملية الشمس هي جزئية صارت فهنا بتكلم عن uncertain
+
+899
+01:03:17,510 --> 01:03:22,970
+عدم وثوقية، عدم محدودية، أنا مش قادر أحدد بالظبط،
+
+900
+01:03:22,970 --> 01:03:26,430
+لاحظتوا كيف؟ طيب، في الـRule Based، هذا عد كلامنا
+
+901
+01:03:26,430 --> 01:03:29,930
+لل chapter الجاية، للمحاضرتنا القادمة، إنه أنا كيف
+
+902
+01:03:29,930 --> 01:03:33,710
+أتعامل في ال uncertainty هذي، هناخد chapter كامل
+
+903
+01:03:33,710 --> 01:03:36,050
+اسمه ال uncertainty management، تفضلي بشوان ساعة،
+
+904
+01:03:36,050 --> 01:03:41,550
+هل بتعتقد مثل اللي هو ال red light، يجب أن نحدد
+
+905
+01:03:41,550 --> 01:03:44,810
+فكرة ال policeman، هل أعمل فألبس أو لا، لو اتخذها
+
+906
+01:03:44,810 --> 01:03:52,030
+بس إن if the lightis go هدا الكلام إذا هي ال rule
+
+907
+01:03:52,030 --> 01:03:55,530
+الوحيدة اللي موجودة عندى، إذا ال rule الوحيدة و ال
+
+908
+01:03:55,530 --> 01:03:58,550
+priority بتقول هي فبدي أقول طب هو جداش احتمال
+
+909
+01:03:58,550 --> 01:04:03,020
+معناته أنه كان في عنصر أخر معاهيعني هنا في واضح
+
+910
+01:04:03,020 --> 01:04:07,980
+أنه في عدم اكتمال للمعلومة، في إشي غير مكتمل، وفي
+
+911
+01:04:07,980 --> 01:04:10,800
+حاجة غير مكتملة على طول بتدخلني في ال uncertainty،
+
+912
+01:04:10,800 --> 01:04:16,340
+عدم التحديد، عدم الوثوقية، وعدم الوثقية بشكل أو
+
+913
+01:04:16,340 --> 01:04:20,480
+بآخر بده يوديني لجزء من ال probability، أنه ماعنا
+
+914
+01:04:20,480 --> 01:04:25,500
+ذلك احتمالية جداش أن ال rule هذه صحيحة، فبدنا ندخل
+
+915
+01:04:25,500 --> 01:04:29,040
+على احتمالية، okay ال rule based بتعطيني الإمكانية
+
+916
+01:04:29,040 --> 01:04:33,400
+هذه، أنه okayاعطيني احتمالية و الاحتمالية هذه
+
+917
+01:04:33,400 --> 01:04:36,200
+هناخدها المرة القادمة و هتكون هي المدخل لأول
+
+918
+01:04:36,200 --> 01:04:39,560
+technique واضح و صريح هنتعامل معاه اللي هو ال
+
+919
+01:04:39,560 --> 01:04:43,880
+fuzzy ال fuzzy هو بيعتمد على الأرجحية هذه ال
+
+920
+01:04:43,880 --> 01:04:46,500
+uncertainty هذه ال uncertainty factor أو ال
+
+921
+01:04:46,500 --> 01:04:49,360
+certainty factor هنسميها لاحقا المرة الجاية ان شاء
+
+922
+01:04:49,360 --> 01:04:53,740
+الله كويس فهذه في مجال انها تكون واحدة من ال
+
+923
+01:04:53,740 --> 01:04:58,080
+advantages لمين لل rule basedإنه بضلني باني كل ال
+
+924
+01:04:58,080 --> 01:05:00,480
+system تبعي على ال rules based هو هو فانا كل
+
+925
+01:05:00,480 --> 01:05:04,280
+الموضوع إنه أنا باني قواعد ال rules هذه مش هقولها
+
+926
+01:05:04,280 --> 01:05:08,900
+لأ هكمل فيها بال uncertainty management okay ال
+
+927
+01:05:08,900 --> 01:05:13,340
+disadvantages بتاعتنا هي ال .. ال relations
+
+928
+01:05:13,340 --> 01:05:18,660
+between rules واحدة من أكتر المشاكل لما احنا بنينا
+
+929
+01:05:18,660 --> 01:05:24,570
+ال rules احنا بنيناها منفردةrule أولى، rule تانية،
+
+930
+01:05:24,570 --> 01:05:30,290
+rule تالتة، rule رابع، خامسة، ساتسة، مية، متين،
+
+931
+01:05:30,290 --> 01:05:34,710
+هدولا جدش هم مرتبطين مع بعض، هم منفصلين، بس هم
+
+932
+01:05:34,710 --> 01:05:38,410
+مجدش في ارتباط بينهم وبين بعض، عشان أضمن أنه
+
+933
+01:05:38,410 --> 01:05:41,830
+مايكنش فيه confliction كمان، هو فعليا مش ارتباط
+
+934
+01:05:41,830 --> 01:05:46,880
+واضحف ال rule based الحقيقة difficult to .. to
+
+935
+01:05:46,880 --> 01:05:55,020
+observe how individual rules serve in the overall
+
+936
+01:05:55,020 --> 01:06:00,500
+system أنا ماعنديش مؤشر واضح أنه كل rule جدش هي
+
+937
+01:06:00,500 --> 01:06:04,860
+بتأثر على كامل ال expert system ك expert system
+
+938
+01:06:04,860 --> 01:06:11,770
+كامل مافيش .. مافيش هي قواعد مختلفةمالهاشهم علاقة
+
+939
+01:06:11,770 --> 01:06:20,490
+ببعض، زي تاوي لما اتكلمنا عن إذا D وY بيعطوني Z، X
+
+940
+01:06:20,490 --> 01:06:23,830
+ومش عارف A وB بيعطوني Y، طب هم إيش علاقتهم ببعض ال
+
+941
+01:06:23,830 --> 01:06:27,990
+two rules هدول؟ مش واضحة، ليش؟ لإن احنا عادة لما
+
+942
+01:06:27,990 --> 01:06:31,890
+بنعمل ال expert system لل rule based هذه، لل rule
+
+943
+01:06:31,890 --> 01:06:35,410
+based expert system القواعد هذه بنيجي بنمسك كل
+
+944
+01:06:35,410 --> 01:06:40,900
+فقرة بنحطها في قاعدةكل paragraph أو كل syntax ..
+
+945
+01:06:40,900 --> 01:06:45,520
+syntax بنحطه لحاله في إيش؟ في قاعدة في rule
+
+946
+01:06:45,520 --> 01:06:48,120
+بنمسكها واحدة واحدة واحدة واحدة واحدة واحدة واحدة
+
+947
+01:06:48,120 --> 01:06:50,040
+واحدة واحدة واحدة واحدة واحدة واحدة واحدة واحدة
+
+948
+01:06:50,040 --> 01:06:50,040
+واحدة واحدة واحدة واحدة واحدة واحدة واحدة واحدة
+
+949
+01:06:50,040 --> 01:06:50,040
+واحدة واحدة واحدة واحدة واحدة واحدة واحدة واحدة
+
+950
+01:06:50,040 --> 01:06:50,040
+واحدة واحدة واحدة واحدة واحدة واحدة واحدة واحدة
+
+951
+01:06:50,040 --> 01:06:50,040
+واحدة واحدة واحدة واحدة واحدة واحدة واحدة واحدة
+
+952
+01:06:50,040 --> 01:06:50,280
+واحدة واحدة واحدة واحدة واحدة واحدة واحدة واحدة
+
+953
+01:06:50,280 --> 01:07:00,380
+واحدة واحدة واحدة واحدة واحدة واحدة واحدة واحدة
+
+954
+01:07:00,380 --> 01:07:07,080
+واحدة
+
+955
+01:07:08,210 --> 01:07:12,310
+وبدنا نعمل ال cycle بهذا الشكل أعمل matching لمية
+
+956
+01:07:12,310 --> 01:07:17,390
+rule وال rule إحنا مش ضمنين هي جدش جدش ال
+
+957
+01:07:17,390 --> 01:07:21,600
+complexity بتاعتها كمانهل هي F واحدة ولا F مع and
+
+958
+01:07:21,600 --> 01:07:25,140
+و and و and و or و or و or عدد ال .. ال .. ال ..
+
+959
+01:07:25,140 --> 01:07:28,860
+ال facts سبعونها جداش فمعنى ذلك عملية ال matching
+
+960
+01:07:28,860 --> 01:07:33,220
+هتزيد معنى ذلك أنه ال process نفسه هتزيد هذا هل
+
+961
+01:07:33,220 --> 01:07:38,080
+هيكون مجد نافع في تطبيقات كتيرة مش هيكون مناسب
+
+962
+01:07:38,080 --> 01:07:42,000
+فبقدر بكل بساطة أقول إن هو un .. unsuitable for
+
+963
+01:07:42,000 --> 01:07:44,560
+إيش؟ for real .. إيش هت .. for real-time
+
+964
+01:07:44,560 --> 01:07:47,120
+applications لما بتعامل مع ال real-time
+
+965
+01:07:47,120 --> 01:07:50,130
+applications لأ ده مش مناسبهذا في ال real-time أنا
+
+966
+01:07:50,130 --> 01:07:54,570
+بحتاج سرعة، محتاجين سرعة في ال .. في ال response،
+
+967
+01:07:54,570 --> 01:07:58,710
+هتكون كتير مشكلة هذه الحالة، أهم شغلة وهذه اللي
+
+968
+01:07:58,710 --> 01:08:01,950
+هتخلينا بعدين نصير نفكر في neural network و نفكر
+
+969
+01:08:01,950 --> 01:08:05,250
+في ال genetic و نفكر في الشيء التاني، هي ال
+
+970
+01:08:05,250 --> 01:08:08,930
+inability to learn، in general ال rule based هي
+
+971
+01:08:08,930 --> 01:08:13,720
+ماداش القدرة أن هي تعدل حالها لحالهاأو تبني rules
+
+972
+01:08:13,720 --> 01:08:17,340
+إضافية لحالها أو تشتغل كل الكلام هذا لحاله احنا
+
+973
+01:08:17,340 --> 01:08:20,840
+عادة في حياتنا طبيعية حتى لو في rules بس أحيانا
+
+974
+01:08:20,840 --> 01:08:24,260
+عند .. في ال rules هذه بنتوقف لما نجد أنه في إشي
+
+975
+01:08:24,260 --> 01:08:28,900
+يمنع تطبيق ال rule أنا ماشي في السيارة okay ال
+
+976
+01:08:28,900 --> 01:08:33,760
+rule بتقول إن الشارع .. الشارع إلي مدام أخضر صحيح؟
+
+977
+01:08:33,760 --> 01:08:36,400
+مش شكرا .. تو كانت ال rule هيك كانت بتقول ليه؟ if
+
+978
+01:08:36,400 --> 01:08:40,800
+traffic light is green then go طب والله واحد بقطع
+
+979
+01:08:40,800 --> 01:08:47,680
+الشارعa go يعني كويس فإحنا ك human كبشر نقدر نعرف
+
+980
+01:08:47,680 --> 01:08:51,660
+أمتى بعمل break the rules أمتى ممكن أكسر القواعد
+
+981
+01:08:51,660 --> 01:08:54,900
+هذه فهي جزء من ال experience اللي قلنا عنها أولا
+
+982
+01:08:54,900 --> 01:08:58,200
+اللي هي ال experience اللي هي أخدتها من ال expert
+
+983
+01:08:58,200 --> 01:09:03,380
+human لكن أنا هنا غير ال experience نفسها أنه
+
+984
+01:09:03,380 --> 01:09:10,780
+بتيجي ظروف أحيانا أنا محتاج أكسر ال rule okay أخضر
+
+985
+01:09:10,780 --> 01:09:18,410
+goطب بدي أذهب وجدنا واحد بيقطع الشارع، إيش الحال؟
+
+986
+01:09:18,410 --> 01:09:23,870
+معناته هنا إيش صارت؟ أخضر لكن أنا stop مش هيك
+
+987
+01:09:23,870 --> 01:09:27,670
+فليش؟ لأن أنا human فاهم الكلام هذا لكن لو ال
+
+988
+01:09:27,670 --> 01:09:32,630
+expert system هذا machine ماشية خدّال ماشية، صحيح؟
+
+989
+01:09:32,630 --> 01:09:36,250
+فإذن هذه أحد المشاكل الحقيقة إن مافيش مجال لتتعلم
+
+990
+01:09:36,250 --> 01:09:39,810
+لحالها، إن هي تتعلم لحالها، لعندي الآن ال
+
+991
+01:09:39,810 --> 01:09:44,230
+knowledgeEngineer اللي عنده الان هو المسئول
+
+992
+01:09:44,230 --> 01:09:48,210
+الحقيقة عن الـ Revising اللي هي المراجعة و الـ
+
+993
+01:09:48,210 --> 01:09:52,330
+Maintaining للـ System هو اللي لازم يراجع و يعدل و
+
+994
+01:09:52,330 --> 01:09:55,810
+يضيف و يحذف كل الكلام هذا هو اللي محتاجه اللي عنده
+
+995
+01:09:55,810 --> 01:09:58,750
+الان يعمل عملية ال modification فالـ Automatic
+
+996
+01:09:58,750 --> 01:10:01,330
+Modification مش واردة اللي عنده الان في ال rule
+
+997
+01:10:01,330 --> 01:10:04,310
+based expert system فال systems اللي لاحقه هناخدها
+
+998
+01:10:04,310 --> 01:10:08,470
+هيكون فيه متوفر هنقدر نحل القصة هذه بس على ال
+
+999
+01:10:08,470 --> 01:10:11,750
+system اللي لليوم لأ هو مافيش فيه المجال هذامن
+
+1000
+01:10:11,750 --> 01:10:13,830
+يتعلم لحاله .. تفضلوا شو نسمع .. فأول ما ردنا
+
+1001
+01:10:13,830 --> 01:10:17,890
+الانتاج حكينا إنه فيه مشكلة في ال AI و القوانين من
+
+1002
+01:10:17,890 --> 01:10:20,350
+ناحية قانونية .. من ناحية قانونية هذه .. من الحاسب
+
+1003
+01:10:20,350 --> 01:10:23,250
+أو من المسؤول .. لكن بنقدر نقول إن اليوم وصلنا
+
+1004
+01:10:23,250 --> 01:10:26,490
+لنتيجة إن ال knowledge engineer هو المسؤول ولا
+
+1005
+01:10:26,490 --> 01:10:29,630
+برضه لسه؟ ال knowledge engineer .. خليني أقول ..
+
+1006
+01:10:29,630 --> 01:10:33,010
+بالنسبة لإحنا .. إحنا ممكن نحط عليه اللعيب الأكبر
+
+1007
+01:10:33,010 --> 01:10:36,590
+لكن مافيش قوانين واضحة لسه .. لأن إحنا لما نتكلم
+
+1008
+01:10:36,590 --> 01:10:39,170
+عن قوانين معناه لذلك .. معناه لذلك لازم تكون
+
+1009
+01:10:39,170 --> 01:10:43,150
+قوانين مكتوبة ..يعني في تشريع مكتوب مافيش لسه
+
+1010
+01:10:43,150 --> 01:10:46,090
+تشريع مكتوبة أنه والله الخطأ من ال expert system
+
+1011
+01:10:46,090 --> 01:10:49,350
+هو مين يتحمله بشكل أو باخر لعند الآن ما زالت كلها
+
+1012
+01:10:49,350 --> 01:10:57,510
+تحت الدراسة للأمور تمام okay المرة القادمة بدنا
+
+1013
+01:10:57,510 --> 01:11:01,850
+نتكلم عن ال media advisor هذا المفروض أنه مثال
+
+1014
+01:11:01,850 --> 01:11:06,930
+مثال هناخده هنبني فيه من خلاله مجموعة rules كويس
+
+1015
+01:11:06,930 --> 01:11:10,370
+مجموعة ال rules هذه هي مجموعة كويسة من ال rules
+
+1016
+01:11:14,470 --> 01:11:17,930
+و هنشوف كيف تتحرك او كيف ممكن احنا نتحرك معاها
+
+1017
+01:11:17,930 --> 01:11:22,730
+ناخد لكن الفكرة فقط من ال project من المثال هذا
+
+1018
+01:11:22,730 --> 01:11:27,100
+اللي هناخده للمرة القادمة بدنا نعملadvisor يعني
+
+1019
+01:11:27,100 --> 01:11:30,260
+بمعنى expert system هو ناصح، ناصح إيش يعني بده
+
+1020
+01:11:30,260 --> 01:11:33,740
+يعطيني؟ بده يعطيني إيش ال medium المناسبة، ال
+
+1021
+01:11:33,740 --> 01:11:36,880
+medium المناسبة بمعنى ذلك بمعنى إن هو الوسط الناقل
+
+1022
+01:11:36,880 --> 01:11:39,840
+للمعلومة، الوسط الناقل للمعلومة لإيش؟ لدورات
+
+1023
+01:11:39,840 --> 01:11:44,140
+تدريبية، لدورات تدريبية، مركز دورات تدريبية بده
+
+1024
+01:11:44,880 --> 01:11:49,380
+يحدد إيش ال medium المناسبة حسب الدورة نفسها طيب
+
+1025
+01:11:49,380 --> 01:11:53,440
+مين اللي بيحدد الدورة هم ال attorney بتاعونها مش
+
+1026
+01:11:53,440 --> 01:11:57,040
+هيك اللي هم المتدربين اللي بيتدربوا ليش؟ لأن
+
+1027
+01:11:57,040 --> 01:12:00,700
+الدورة الهدف منها هو تزويدهم بمهارات أو knowledge
+
+1028
+01:12:00,700 --> 01:12:05,940
+إضافية معناه ذلك أنا بهمني إيش ال job تبعهم بهمني
+
+1029
+01:12:05,940 --> 01:12:09,220
+إيش ال environment اللي هم بيشتغلوا فيها هدول
+
+1030
+01:12:09,220 --> 01:12:12,900
+الناس بيشتغلوابعد ذلك اللي هو انه انا محتاج احدد
+
+1031
+01:12:12,900 --> 01:12:17,850
+مجموعة linguistic objectsإيش ال environment اللي
+
+1032
+01:12:17,850 --> 01:12:22,490
+.. اللي بشتغل فيها؟ يعني هو طالب مثلا طالب معناته
+
+1033
+01:12:22,490 --> 01:12:27,810
+أو أستاذ معناته بيشتغل داخل ال papers، ال manuals،
+
+1034
+01:12:27,810 --> 01:12:31,590
+ال box الحاجات هذه مش شيء، هي البيئة تبعته، البيئة
+
+1035
+01:12:31,590 --> 01:12:36,990
+تبعته هي أوراق، أوراق و كتب و دفاتر، هذه بيئة
+
+1036
+01:12:36,990 --> 01:12:40,550
+العمل تبعته اللي هي ال environment تبعته طيب ال
+
+1037
+01:12:40,550 --> 01:12:45,250
+stimulus situation إيش ال .. ال .. البيئة المحفزة
+
+1038
+01:12:45,250 --> 01:12:49,230
+إله؟يعني لازم أحطه في بيئة إيش طبيعتها عشان يكون
+
+1039
+01:12:49,230 --> 01:12:53,990
+متحفز إنه يتعلم أكتر، كويس؟ فهذه linguistic
+
+1040
+01:12:53,990 --> 01:12:59,670
+object، هذه محتاجها عشان أقدر ال medium أقول إن
+
+1041
+01:12:59,670 --> 01:13:03,090
+أنا محتاج أحطله فعلا البيئة هذه عشان تحفظه أكتر،
+
+1042
+01:13:03,090 --> 01:13:06,890
+محتاجين ال job تبعه، هو إيش وظيفته بالظبط، من خلال
+
+1043
+01:13:06,890 --> 01:13:10,370
+وظيفته، هل وظيفته هي مكتبية ولا وظيفته لأ يدوية؟
+
+1044
+01:13:11,140 --> 01:13:14,820
+يدوية بنفعش أحطه زيك و هيك .. نحطه .. نجعده على
+
+1045
+01:13:14,820 --> 01:13:19,460
+كراسي و نقعد نشرحله بس .. مش طبيعة شغله .. ولا هاد
+
+1046
+01:13:19,460 --> 01:13:22,040
+البيئة اللي هو بتعامل معها .. فحينا عصي حينام ..
+
+1047
+01:13:22,040 --> 01:13:27,580
+مش هيقدر يشتغل .. مش هيقدر لا يتعلم ولا أخد منه
+
+1048
+01:13:27,580 --> 01:13:31,000
+response .. فال stimulus response كمان ..
+
+1049
+01:13:31,000 --> 01:13:35,340
+الاستجابة المحفظة .. كيف بدي أحفظ أنه يتعامل معانا
+
+1050
+01:13:35,340 --> 01:13:38,930
+.. أنا إيش متوقع منه يرد علياإذا هو بشتغل بإيدي
+
+1051
+01:13:38,930 --> 01:13:43,450
+طول نهاره بشتغل بإيدي، في ال building أو في ال
+
+1052
+01:13:43,450 --> 01:13:46,270
+machines، بتعامل مع ال machines، مش منطقي أبدا
+
+1053
+01:13:46,270 --> 01:13:50,970
+أكون بدي أخد منه feedback أقوله كتبلي، لأ مش
+
+1054
+01:13:50,970 --> 01:13:55,570
+هينفع، مالوش .. بكتبش، هو مش متعود يكتب، إله سنين
+
+1055
+01:13:55,570 --> 01:14:01,450
+بشتغل، شغله كله سيانة وصلاة، تصليح، بكتبشفبدنا
+
+1056
+01:14:01,450 --> 01:14:05,030
+نحدد إيش ال stimulus response وهل في feedback و لا
+
+1057
+01:14:05,030 --> 01:14:07,950
+فيش feedback يعني هل أنا محتاج أعمله تقييم فانا
+
+1058
+01:14:07,950 --> 01:14:10,510
+محتاج ال feedback تبعه عشان بدي أقيم أو لا أنا مش
+
+1059
+01:14:10,510 --> 01:14:13,970
+محتاج أعمل تقييم من الدورة هدولة كلهم مهمين جدا
+
+1060
+01:14:13,970 --> 01:14:18,530
+نعرفهم عشان أنصحه في الآخر أقوله إيش ال medium
+
+1061
+01:14:18,530 --> 01:14:23,300
+المناسبةللمركز ال medium المناسبة للفئة هذه من ال
+
+1062
+01:14:23,300 --> 01:14:26,900
+trainees أو من ال trainees عشان فعلا ياخدوا أفضل
+
+1063
+01:14:26,900 --> 01:14:30,000
+efficiency ممكنة من الدورة فهذا هو اللي هنبنيه
+
+1064
+01:14:30,000 --> 01:14:33,680
+المرة القادمة من خلال تلتاشر rules تلتاشر rules،
+
+1065
+01:14:33,680 --> 01:14:36,580
+تفضلي فبدأين ال object اللي هنعتبر recommendation
+
+1066
+01:14:36,580 --> 01:14:42,480
+ولا strategy؟ لأ هي تقدر تسميها recommendationهي
+
+1067
+01:14:42,480 --> 01:14:46,020
+recommendation لأن أنا في الآخر هقوله ك advisor ..
+
+1068
+01:14:46,020 --> 01:14:50,260
+advisor فهو بده يعطي استشارة فأنا بنصحك أنه يتكون
+
+1069
+01:14:50,260 --> 01:14:54,960
+ال medium كذا و كذا و كذا تمام؟ هنشوفه .. بنخلصه
+
+1070
+01:14:54,960 --> 01:14:57,480
+.. واش بيكون ضايق لنا؟ لأ يعني فعليا إن إذا خلصنا
+
+1071
+01:14:57,480 --> 01:15:00,600
+هذا بنكون خلصناها in a chapter ال rule based عشان
+
+1072
+01:15:00,600 --> 01:15:05,040
+نلحق في جزئية ال uncertainty اللي لسه اليوم كنا
+
+1073
+01:15:05,040 --> 01:15:08,060
+بنتكلم عنها لو أنا ال rule تبعتي مش ضام إن هي مائة
+
+1074
+01:15:08,060 --> 01:15:12,190
+في المائة مظبوطة كيف ممكن أتعامل معها؟فبنقولكوا
+
+1075
+01:15:12,190 --> 01:15:14,770
+إلى اللقاء و للمرة القادمة ان شاء الله بنكمل
+
+1076
+01:15:14,770 --> 01:15:15,550
+المثال اللي ضايقنا
+
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/oqsSZMDrS-I.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/oqsSZMDrS-I.srt
new file mode 100644
index 0000000000000000000000000000000000000000..7896b160ae6a8b1cb41182451951a2c7054b757a
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/oqsSZMDrS-I.srt
@@ -0,0 +1,1358 @@
+
+1
+00:00:07,650 --> 00:00:12,430
+مثال؟ أمثلة كثيرة، الحقيقة، ممكن برضه نربطها من خلال
+
+2
+00:00:12,430 --> 00:00:16,790
+أكثر من antecedence أو أكثر من premise، زي لما نقول
+
+3
+00:00:16,790 --> 00:00:22,610
+والله if the project duration is long and the project
+
+4
+00:00:22,610 --> 00:00:26,910
+staffing is large and the project funding is
+
+5
+00:00:26,910 --> 00:00:33,410
+inadequate, then the risk is high.فإذا كان الـ duration
+
+6
+00:00:33,410 --> 00:00:37,790
+للproject طويل، المشروع كثير طويل، العاملين في
+
+7
+00:00:37,790 --> 00:00:42,630
+المشروع أكثر عددهم كبير، و الـfund تبعه inadequate
+
+8
+00:00:42,630 --> 00:00:48,370
+بمعنى غير كافي، فأكيد الـrisk في فشل المشروع عالي.
+
+9
+00:00:48,370 --> 00:00:56,370
+طيب if... و نوصل نقع في التانية if the service is
+
+10
+00:00:56,370 --> 00:01:01,590
+excellent، إذا كان الخدمة ممتازة، or the food is
+
+11
+00:01:01,590 --> 00:01:08,170
+delicious، أو الطعام شهي، then the tip is generous، بمعنى
+
+12
+00:01:08,170 --> 00:01:11,270
+الـtip أو الإكرامية هتكون عالية. فهنا في الحالة هذه
+
+13
+00:01:11,270 --> 00:01:15,450
+إذا كان والله الخدمة ممتازة، بعطي إكرامية زيادة، أو
+
+14
+00:01:15,450 --> 00:01:19,430
+إذا كان الأكل شهي، أنا انبسطت في الأكل، فبرضه بعطي
+
+15
+00:01:19,430 --> 00:01:27,510
+tips زيادة. الأولى كانت... و الثانية... تمامًا.
+
+16
+00:01:27,510 --> 00:01:33,390
+ممكن يكون لي، ممكن يكون عندي أكثر من consequent، أو
+
+17
+00:01:33,390 --> 00:01:37,310
+أكثر من ناتج، أكثر من conclusion، فزي لما نقول والله
+
+18
+00:01:37,310 --> 00:01:43,550
+if the temperature is high or is hot، حقيقة، then the hot
+
+19
+00:01:43,550 --> 00:01:50,790
+water is reduced، and اتنين صاروا cold water is
+
+20
+00:01:50,790 --> 00:01:55,530
+increased. فإذًا في عندي ناتجين، أو two conclusions،
+
+21
+00:01:55,530 --> 00:01:58,630
+الحقيقة مش conclusion واحدة، رغم أنه في عندي
+
+22
+00:01:58,630 --> 00:02:03,690
+input أو premise واحدة. تمام. الآن كل الـknowledge
+
+23
+00:02:03,690 --> 00:02:07,430
+هذه اللي إحنا اتكلمنا فيها عن الـexpert system، أو
+
+24
+00:02:07,430 --> 00:02:13,430
+الـfuzzy expert system، بدنا نطبقها. كل الكلام حلو،
+
+25
+00:02:13,430 --> 00:02:18,490
+كويس، لكن كيفية تطبيقه على مثال، بمعنى محتاج
+
+26
+00:02:18,490 --> 00:02:23,390
+inference، الاستنباط للقيم، كيف القيم هذه بدي
+
+27
+00:02:23,390 --> 00:02:27,230
+أحولها لـFuzzy Range، و بعدين الـFuzzy Range هذا
+
+28
+00:02:27,230 --> 00:02:30,150
+كيف بدي أرجع فيه بقيمة؟ أنا في النهاية بدي أحل
+
+29
+00:02:30,150 --> 00:02:34,970
+سؤال، أرجع بقيمة. okay، تمامًا. متفقين بشكل كامل
+
+30
+00:02:34,970 --> 00:02:38,790
+إن إحنا فعلاً بنتعامل مع مجموعة degrees، لكن في
+
+31
+00:02:38,790 --> 00:02:43,030
+النهاية أنا بدي ناتج نهائي واضح، بدنا ناتج نهائي
+
+32
+00:02:43,030 --> 00:02:46,110
+واضح. مين اللي حللنا الموضوع هذا؟ الحقيقة من خلال
+
+33
+00:02:46,110 --> 00:02:49,590
+الـfuzzy inference، أو الاستدلال الضبابي هذا.
+
+34
+00:02:49,590 --> 00:02:54,410
+مامداني و سوجينو.
+
+35
+00:02:56,310 --> 00:03:00,150
+كل واحد عمل طريقة inference خاصة فيه. هناخد الاتنين،
+
+36
+00:03:00,150 --> 00:03:04,610
+ونبدأ، حقيقة، مع أول واحدة، الـinference الأولى اللي
+
+37
+00:03:04,610 --> 00:03:08,090
+هي تاعة إبراهيم مامداني. ويمكن بتلاحظوا أنه مدام
+
+38
+00:03:08,090 --> 00:03:12,250
+أنا بتكلم عن Fuzzy، كلهم في الغالب شرقيين. فهدول
+
+39
+00:03:12,250 --> 00:03:15,830
+الـتيار اللي كان ماشي ورا الـFuzzy، الحقيقة، الغربيين
+
+40
+00:03:15,830 --> 00:03:21,170
+ما تحركوش كتير في الموضوع. فـالـFuzzy، إبراهيم مامداني في
+
+41
+00:03:21,170 --> 00:03:27,740
+الـ75 بدأ يشتغل عليها، و بنى أول Fuzzy Systems to
+
+42
+00:03:27,740 --> 00:03:32,580
+Control System: Engine and Boiler. بدأ يعمل System،
+
+43
+00:03:32,580 --> 00:03:35,540
+و واضح أنه System في الـControl، خاص بالـControl،
+
+44
+00:03:35,540 --> 00:03:40,800
+Control Unit، و عمل لها Fuzzy System يتحكم فيها على
+
+45
+00:03:40,800 --> 00:03:44,240
+إيش بيعتمد، الحقيقة، في شغله؟ بيعتمد على أربع نقاط
+
+46
+00:03:44,240 --> 00:03:48,240
+أساسية، عشان يحل أي سؤال، أو يعمل Modeling للسؤال، ثم
+
+47
+00:03:48,240 --> 00:03:51,260
+يحله، و يعطي ناتج. طبعًا السؤال اللي أنا بتكلم هنا
+
+48
+00:03:51,260 --> 00:03:54,960
+سؤال، معناها problem، بمعنى إنه في عندي problem، أو
+
+49
+00:03:54,960 --> 00:03:57,820
+application، محتاج يجيب له حل، محتاج يعمل
+
+50
+00:03:57,820 --> 00:04:01,780
+fuzzification. أربع خطوات أساسية: fuzzification
+
+51
+00:04:01,780 --> 00:04:08,160
+للـinput variables. أنا بحصّل قيم، قيم عادية في السؤال،
+
+52
+00:04:08,160 --> 00:04:12,720
+أو في الـproblem، قيم محسوبة، مقاسة. قياس هذه القيم
+
+53
+00:04:12,720 --> 00:04:15,680
+ما أقدرش أتعامل فيها مع الـfuzzy، فبدنا نعمل
+
+54
+00:04:15,680 --> 00:04:21,440
+fuzzification، نطبقها، نخلّيها تصير عائمة،
+
+55
+00:04:21,440 --> 00:04:26,080
+هيك يعني تصير تأخذ linguistic value، كويس، للـinput،
+
+56
+00:04:26,080 --> 00:04:29,900
+بعدين هنعمل rule evaluation، نطبق الـrules
+
+57
+00:04:29,900 --> 00:04:33,300
+تبعنا، و الـrules ساعتها هذه بدأت تكون محطوطة
+
+58
+00:04:33,300 --> 00:04:36,240
+بحذر، لأن هذه معتمدة على الـexperience، و معتمدة على
+
+59
+00:04:36,240 --> 00:04:40,060
+الـexpert، أو الـhuman expert تبعنا. aggregation،
+
+60
+00:04:40,060 --> 00:04:43,820
+المقصود فيها أن أجمع الـoutput مع بعضها، لأن عندي
+
+61
+00:04:43,820 --> 00:04:47,160
+أكثر من rule، فأَتوقع أن يطلع عندي أكثر من output،
+
+62
+00:04:47,160 --> 00:04:53,220
+عملية تجميعهم مع بعض في الـrule outputs هذه بتكون
+
+63
+00:04:53,220 --> 00:04:58,190
+بشكل نهائي. بعدين اللي هينتج عندي بالنهاية هيكون
+
+64
+00:04:58,190 --> 00:05:03,030
+عبارة عن fuzzy، لكن أنا بدي قيمة. أنا بدأت من قيمة
+
+65
+00:05:03,030 --> 00:05:06,530
+input variable، بدأنا رقم واحد كانت input value، أو
+
+66
+00:05:06,530 --> 00:05:09,350
+input variables، ممكن يكون يعطيها قيمة crisp،
+
+67
+00:05:09,350 --> 00:05:13,030
+و بيقول لي حل عليها، لأنه مقاسة، فأنا عملت لها
+
+68
+00:05:13,030 --> 00:05:19,590
+fuzzification. ما أنفعش أرجع له إياها fuzzy، لفظ أو وصف،
+
+69
+00:05:19,590 --> 00:05:23,900
+لأن هو كمان مش هيفهمه، لما أقول له لأ slow. طب استنى،
+
+70
+00:05:23,900 --> 00:05:26,720
+إيش يعني slow؟ هو هيقول لي إيش يعني slow؟ أنا ما ليش
+
+71
+00:05:26,720 --> 00:05:29,960
+علاقة. أنت كيف الـsystem عندك جوا، و هذا الـuser، الـ
+
+72
+00:05:29,960 --> 00:05:34,260
+user لما بتعامل معاه، هو ما علاقته، أنا كيف بشتغل، كيف
+
+73
+00:05:34,260 --> 00:05:37,220
+بشتغل؟ هذه الطرق اللي بتعلمها طلابنا، و بيدرسوا فيها،
+
+74
+00:05:37,220 --> 00:05:41,290
+و... هيحلوا باستخدام هذه الأدوات بتاعتهم، لكن الـ
+
+75
+00:05:41,290 --> 00:05:45,450
+user ما لوش علاقة في الموضوع. زي المبرمج، المبرمج هو
+
+76
+00:05:45,450 --> 00:05:48,070
+عارف إيش هو الـcode، بس الـuser ما لوش علاقة. أنا إلي
+
+77
+00:05:48,070 --> 00:05:51,030
+علاقتي بالـoutput، إلي علاقة بالـoutput، فهو نفس
+
+78
+00:05:51,030 --> 00:05:55,430
+الكلام، لازم أعمله defuzzification، إعادة التطبيب،
+
+79
+00:05:55,430 --> 00:05:59,190
+عشان نرجعها لقيمة كما هي. طيب، المثال اللي هنشتغل
+
+80
+00:05:59,190 --> 00:06:03,050
+عليه زي ما إحنا شايفين، هيكون فيه three rules،
+
+81
+00:06:03,050 --> 00:06:10,860
+موجودين عندنا. rule الأولى، الـrule الأولى هتكون بصيغة
+
+82
+00:06:10,860 --> 00:06:20,880
+X: إذا كانت X is A3 or Y is B1، then Z is C1. هتقولوا لي
+
+83
+00:06:20,880 --> 00:06:24,000
+ليش من وين إجت الألفاظ هذه؟ و ليش أنا بستخدمها؟
+
+84
+00:06:24,000 --> 00:06:30,200
+الحقيقة، الألفاظ هذه هي الأساس، عشان نضطر نرجع لها
+
+85
+00:06:30,200 --> 00:06:35,240
+كمان شوية، لازم
+
+86
+00:06:35,240 --> 00:06:42,110
+نرسمها على جنب، عشان نحددها. هذا المفروض هو المثال اللي
+
+87
+00:06:42,110 --> 00:06:44,430
+هيجي لي، لكن أنا إيش اللي خلاني أعمل مجموعة الـ
+
+88
+00:06:44,430 --> 00:06:50,010
+symbols اللي هنا؟ هو التالي: إن إحنا بدنا نحدد الـ
+
+89
+00:06:50,010 --> 00:06:55,570
+linguistic، الـlinguistic value تبعنا لكل
+
+90
+00:06:55,570 --> 00:07:01,370
+linguistic variable. فهنبدأ بالنسبة للـproject
+
+91
+00:07:01,370 --> 00:07:06,310
+funding.
+
+92
+00:07:08,250 --> 00:07:14,670
+project funding: adequate، project
+
+93
+00:07:14,670 --> 00:07:22,970
+funding: marginal. و هنا adequate، هنا inadequate، غير
+
+94
+00:07:22,970 --> 00:07:31,230
+كافي. طيب، في غيرهم؟ فعندي three values لمين؟ للمتغير
+
+95
+00:07:31,230 --> 00:07:36,140
+project funding. project funding. فإذن هروح أعمل
+
+96
+00:07:36,140 --> 00:07:41,020
+project funding بهذا الشكل، و هقول عليه مدام هو أول
+
+97
+00:07:41,020 --> 00:07:49,400
+واحد عندي اللي هو إيه، خاص بإيه؟ هذا project funding،
+
+98
+00:07:49,400 --> 00:07:56,580
+عندي تلات متغيرات، تلات قيم له فقط، بنبدأ نحددهم حسب
+
+99
+00:07:56,580 --> 00:08:01,000
+الـfund نفسه. طيب، الـfund لما يكون قليل، هنا إيش
+
+100
+00:08:01,000 --> 00:08:10,160
+الوصف الأفضل له؟ inadequate. فبتيجي في البداية، تمام.
+
+101
+00:08:10,160 --> 00:08:14,760
+لو شوية أعلى، بصير marginal، آه في الهامش، يعني في
+
+102
+00:08:14,760 --> 00:08:20,800
+هامش الشغل، فممكن نعمل هنا... طيب، إذا كان adequate، أوه
+
+103
+00:08:20,800 --> 00:08:24,900
+كافي، ممتاز، طبعًا كافي، ما لوش نهاية، يستمر، بالمعنى كافي،
+
+104
+00:08:24,900 --> 00:08:31,850
+بهذا الشكل. Okay. فإذا بقدر إن أعرفها بهذا الشكل، هذه
+
+105
+00:08:31,850 --> 00:08:40,390
+هتكون A1، هذه هتكون A2، و هذه هتكون A3، تدرجًا حسب
+
+106
+00:08:40,390 --> 00:08:47,290
+التدرج مية لمية. فإذا لما إجينا للمتغير X، و اللي هو
+
+107
+00:08:47,290 --> 00:08:50,270
+الـproject funding تبعنا،
+
+108
+00:08:53,870 --> 00:08:57,650
+project funding. خلينا نرسمها. دايمًا X بتكون تحت
+
+109
+00:08:57,650 --> 00:09:01,430
+لقيمة.
+
+110
+00:09:01,430 --> 00:09:11,830
+X هنا، و هذه هي project funding، عشان هنا ناخد MUE،
+
+111
+00:09:14,070 --> 00:09:17,650
+إحنا قلنا هنا هيكون الـdegree of membership حاجة
+
+112
+00:09:17,650 --> 00:09:19,590
+اسمها الـdegree of membership. أخدناها و اتكلمنا
+
+113
+00:09:19,590 --> 00:09:23,010
+عنها. فإذا برسمها بهذا الشكل، لأن لما بدي أعبر عن الـ
+
+114
+00:09:23,010 --> 00:09:27,750
+rule الأولى، project funding adequate، adequate،
+
+115
+00:09:27,750 --> 00:09:34,950
+معناته A3. هاي A3؟ لمن؟ لـX، لـX. هاي
+
+116
+00:09:34,950 --> 00:09:38,210
+X، تمام. طبعًا نفس الكلام هيكون في الحلقتين التانيتين،
+
+117
+00:09:38,210 --> 00:09:41,890
+فهنسهل على حالنا في الحلقة القادمة. الآن، why
+
+118
+00:09:46,200 --> 00:09:53,000
+بالنسبة لـY، و اللي يمثل... Y يمثل الـproject
+
+119
+00:09:53,000 --> 00:10:03,920
+staffing، أو
+
+120
+00:10:03,920 --> 00:10:07,420
+التوظيف... التوظيف المشروع. مجدش محتاج عاملين،
+
+121
+00:10:07,420 --> 00:10:11,760
+المشروع عنده كويس. برضه نفس الكلام هذا هتكون μ لـ
+
+122
+00:10:11,760 --> 00:10:18,770
+B، لـB. إيش المتغيرات اللي عندي؟ أو الـvalues اللي
+
+123
+00:10:18,770 --> 00:10:28,170
+موجودة عندي؟ عندي small، عندي large، و خلاص مش هيك،
+
+124
+00:10:28,170 --> 00:10:32,670
+التالتة مش فيها. فعندي small، و عندي large، ففي هاي
+
+125
+00:10:32,670 --> 00:10:38,530
+small، و هاي large، خلاص مش هيأخذني أكثر من هيك، كويس.
+
+126
+00:10:38,530 --> 00:10:49,890
+small و large. هذه هسميها B1، و B2. B1،
+
+127
+00:10:49,890 --> 00:10:54,510
+و B2، برضه حسب التدرج تبعنا. مين ضال عندنا؟
+
+128
+00:10:54,510 --> 00:11:00,710
+ضال عندي الـrisk. الـrisk، في عندي low، في عندي
+
+129
+00:11:00,710 --> 00:11:08,230
+normal، و في عندي high. نفس الكلام، بدنا نرسم low،
+
+130
+00:11:11,270 --> 00:11:19,930
+الـmembership تبعته، كيف شكلها؟ هذه لمن؟ لـZ. why Z؟ و
+
+131
+00:11:19,930 --> 00:11:25,650
+هنا هيكون μ لـZ، عشان نحسبها في الآخر، زي ما قلنا.
+
+132
+00:11:25,650 --> 00:11:35,270
+في عندي low، normal، و high. فـlow، normal، و high.
+
+133
+00:11:43,480 --> 00:11:54,450
+تمام. هذه C1، C2، و C3. أتوقع الآن هتكون واضحة القيم
+
+134
+00:11:54,450 --> 00:11:57,110
+اللي موجودة عندنا هنا، أو الـsymbolic
+
+135
+00:11:57,110 --> 00:12:02,030
+representation اللي صارت على الشمال الشاشة، أصبحت
+
+136
+00:12:02,030 --> 00:12:05,210
+واضحة عندنا بالشكل اللي إحنا شايفينه، نتيجة
+
+137
+00:12:05,210 --> 00:12:08,810
+التقسيمات اللي تمت، نتيجة التقسيمات اللي تمت. فإذا
+
+138
+00:12:08,810 --> 00:12:13,470
+بقدر أقول إن X، و اللي هي تمثل project funding، الـ
+
+139
+00:12:13,470 --> 00:12:16,970
+project funding is adequate، معناته A3.
+
+140
+00:12:19,090 --> 00:12:24,150
+adequate، معناته A3. طيب، small بالنسبة لـ
+
+141
+00:12:24,150 --> 00:12:31,030
+staffing، معناته B1. small، و هكذا. الآن عندي هذا
+
+142
+00:12:31,030 --> 00:12:35,150
+الـ... الـ... الـ... مجموعة الـthree rules هدول، و الـ
+
+143
+00:12:35,150 --> 00:12:39,410
+project هذا اللي بدنا نحله، بدنا نشوف جدًّا هل أنا
+
+144
+00:12:39,410 --> 00:12:43,210
+أخطو الخطوة هذه أو لأ، حسب الـrules اللي موجودة
+
+145
+00:12:43,210 --> 00:12:48,310
+عندي. لكن محتاج بس أعرف الـinputs اللي موجودين عندي،
+
+146
+00:12:48,310 --> 00:12:52,230
+محتاج أعرف إيش الـinputs، عشان أقول والله آه أخطو
+
+147
+00:12:52,230 --> 00:12:55,390
+هذه الخطوة. هل في risk إني آخد المشروع هذا أو ما فيش
+
+148
+00:12:55,390 --> 00:12:57,910
+risk؟ فالـproject، اللي هو الـproject، كلهم بدنا بالـ
+
+149
+00:12:57,910 --> 00:13:02,390
+project. إذا الـproject funding إيش وضعه؟ كويس؟
+
+150
+00:13:02,390 --> 00:13:06,270
+والله الـfund تبعه منيح؟ ولا كافي؟ ولا غير كافي؟ ولا
+
+151
+00:13:06,270 --> 00:13:10,970
+مش مناسب؟ طيب، بعدين عملية التوظيف في المشروع، هل
+
+152
+00:13:10,970 --> 00:13:16,330
+أنا محتاج أوظف كتير في المشروع؟ فمعنى ذلك، المشروع
+
+153
+00:13:16,330 --> 00:13:19,510
+كل الـfund تبعه هيروح رواتب، ولا لأ؟ أنا مش محتاج
+
+154
+00:13:19,510 --> 00:13:23,150
+أوظف حدّ، فمعنى ذلك إن احتمالية أنه يتم على خير
+
+155
+00:13:23,150 --> 00:13:27,210
+المشروع، و فعلاً تكون كل الفلوس رايحة للمواد المشروع
+
+156
+00:13:27,210 --> 00:13:31,650
+نفسه، هتكون أعلى. فهذا اللي بدنا نروح له. فمعناته في
+
+157
+00:13:31,650 --> 00:13:35,530
+عندي two inputs أنا مستنيهم، المفروض هستنيهم، أنتظرهم،
+
+158
+00:13:35,530 --> 00:13:40,560
+هدول اتنين، بناء عليهم بدي أقرر. الـExpert System
+
+159
+00:13:40,560 --> 00:13:45,320
+بدو يقرر للـManager، يقول له آه المشروع هذا مناسب،
+
+160
+00:13:45,320 --> 00:13:49,620
+اشتغله، أو المشروع هذا غير مناسب، لأن الـrisk تبعه
+
+161
+00:13:49,620 --> 00:13:54,300
+عالي. محتاج بس يعرف الحاجتين هدول: الفلوس، هل هو الـ
+
+162
+00:13:54,300 --> 00:13:58,220
+fund كافي، و staffing، هل التوظيف محتاج توظيف كتير؟
+
+163
+00:13:58,220 --> 00:14:03,220
+أو لأ؟ فهي الأمثلة اللي إحنا شفناها، و عطاني قيمتين
+
+164
+00:14:03,220 --> 00:14:12,000
+لـX، واحدة سماها 0.4، و X اتنين سماها 0.
+
+165
+00:14:12,000 --> 00:14:16,200
+6. 0.4 و 0.6. ففي الحالة
+
+166
+00:14:16,200 --> 00:14:25,880
+اللي عندنا هنا، بنقدر نقول إنه
+
+167
+00:14:25,880 --> 00:14:32,580
+بدنا نجيب الأولى اللي هي الـcrisp لـX واحد. X واحد،
+
+168
+00:14:32,580 --> 00:14:38,540
+وين X واحد؟ هاي X واحد. X واحد، أو 0.4. فهنا
+
+169
+00:14:38,540 --> 00:14:46,720
+هتكون هذه أول قيمة لمين؟ للـfund، للـfund. فالـ
+
+170
+00:14:46,720 --> 00:14:52,960
+
+223
+00:19:02,240 --> 00:19:07,080
+risk في قبول هذا المشروع فالآن بالنسبة للحالة
+
+224
+00:19:07,080 --> 00:19:12,200
+الأولى أخذنا الـ crisp input كـ 0.4 و automatically
+
+225
+00:19:12,200 --> 00:19:15,820
+على طول نحسب قيمة الـ mu بهذا الشكل
+
+226
+00:19:18,150 --> 00:19:22,510
+لو أخذنا الـ crisp 0.4 وتحدثنا عنها المرة الماضية و
+
+227
+00:19:22,510 --> 00:19:26,290
+أخذنا النقطتين هاتين فمعنى ذلك أنه أنا عندي
+
+228
+00:19:26,290 --> 00:19:32,230
+إمكانية لـ two sets ممكن أشتغل فيهم للـ relationship
+
+229
+00:19:32,230 --> 00:19:38,490
+هذه أو المتغير هذا في الأولى هنا وأنا أتحدث عن الـ
+
+230
+00:19:38,490 --> 00:19:44,110
+fund يعني معناته أتحدث عن الـ marginal  اللي هي
+
+231
+00:19:44,110 --> 00:19:54,290
+المتوسط اللي الـ A2A2  تقطعه يعطيني 0.2 فإذا الميو
+
+232
+00:19:54,290 --> 00:20:04,150
+لـ A2 هيها الميو لـ A2 تساوي 0.2 بينما بالنسبة للـ
+
+233
+00:20:04,150 --> 00:20:07,890
+inadequate ستأتي على نقطة الـ curve تبع الـ
+
+234
+00:20:07,890 --> 00:20:15,490
+inadequate set وقيمتها 0.5 فبنكون جبنا معادلات
+
+235
+00:20:15,490 --> 00:20:21,270
+أو الـ membership أو جدش الـ mu degree .. الـ degree
+
+236
+00:20:21,270 --> 00:20:26,710
+للـ crisp value الـ given عندي فصار عندي دخلناها
+
+237
+00:20:26,710 --> 00:20:33,220
+على الـ fuzzy وحصلنا على قيم للـ degree سواء الـ
+
+238
+00:20:33,220 --> 00:20:38,560
+degree على أساس أن هي inadequate خمسة من عشرة و
+
+239
+00:20:38,560 --> 00:20:45,440
+marginal 0.2 طيب بالنسبة للـ staffing  برضه وجدنا أن
+
+240
+00:20:45,440 --> 00:20:50,760
+الـ crisp value 0.6 فالـ 0.6 لو جئنا طلعناها داخل
+
+241
+00:20:50,760 --> 00:20:53,560
+الـ curve اللي عندي هنا في المنطقة اللي هنا وطبعاً
+
+242
+00:20:53,560 --> 00:20:57,660
+لازم نكون عارفين هنا جدش الـ limits بتاعتنا و
+
+243
+00:20:57,660 --> 00:21:03,500
+بنقدر ساعتها نتحرك فيها كقيم limits موجودة ونشوف
+
+244
+00:21:03,500 --> 00:21:06,280
+التقاطعات طبعاً واضح أن هنا ممكن الأمور أسهل شوية
+
+245
+00:21:06,280 --> 00:21:10,000
+لأن هنا ما عنديش إلا two sets عندي
+
+246
+00:21:12,690 --> 00:21:19,210
+الـ small وعندي الـ large فالـ small 0.1 معناه
+
+247
+00:21:19,210 --> 00:21:23,130
+ذلك أن الـ 0.6 هذه لما نرجمها لـ fuzzy يعطيني
+
+248
+00:21:23,130 --> 00:21:30,900
+membership قيمته 0.1 للـ low للـ low أو small  وهيعطيني
+
+249
+00:21:30,900 --> 00:21:36,320
+قيمة 0.7 للـ large بمعنى أن الـ stuff اللي لازم يكون
+
+250
+00:21:36,320 --> 00:21:41,320
+موجود في الـ project large فهادول الـ two degrees هم
+
+251
+00:21:41,320 --> 00:21:45,480
+اللي هنستخدمهم فمهم جداً نكتبهم عندنا لأنه
+
+252
+00:21:45,480 --> 00:21:52,500
+هنستخدمهم الآن في الحلول فيكون عندي  M U لـ A 1
+
+253
+00:21:52,500 --> 00:22:06,770
+تساوي 0.5 M U لـ E2 تساوي 0.2 ميو بي واحد تساوي 0.1
+
+254
+00:22:06,770 --> 00:22:17,130
+وميو بي اتنين تساوي 0.7 وهادول
+
+255
+00:22:17,130 --> 00:22:20,370
+هم الـ evaluation اللي عملناهم الحقيقة هنا فهي
+
+256
+00:22:20,370 --> 00:22:27,540
+القيم كلها طلعنا إياهم بحيث أنه نبدأ نشتغل على الـ
+
+257
+00:22:27,540 --> 00:22:35,330
+fuzzy وعلى الـ rules ففعلاً ظهر عندي الـ 0.5 0.2 0.5
+
+258
+00:22:35,330 --> 00:22:42,910
+0.2 0.1 و0.7 حصلنا عليهم والآن نروح لمن؟ نروح
+
+259
+00:22:42,910 --> 00:22:47,450
+للـ rules اللي متوفرة أصلاً عندنا عشان نحصل على
+
+260
+00:22:47,450 --> 00:22:52,430
+القيم النهائية و نأخذ بالنا أن الـ rules هذه قد
+
+261
+00:22:52,430 --> 00:22:56,350
+تكون مرتبطة بالـ and وبالـ or وقلنا الـ and معناته
+
+262
+00:22:56,350 --> 00:23:02,000
+نأخذ الـ minimum للـ premises والـ or نأخذ الـ
+
+263
+00:23:02,000 --> 00:23:06,120
+maximum من قيم الـ premises هذا اللي كنا نتحدث عنه
+
+264
+00:23:06,120 --> 00:23:09,440
+اللي فات وهذا هو نفسه اللي موجود بالشكل
+
+265
+00:23:09,440 --> 00:23:14,280
+اللي إحنا شايفينه فلما أقول or معناته اتحاد معناته
+
+266
+00:23:14,280 --> 00:23:18,940
+maximum أقول and معناته intersection معناته
+
+267
+00:23:18,940 --> 00:23:23,740
+minimum okay الآن هذا الشغل هنا كله معظمه يكون
+
+268
+00:23:23,740 --> 00:23:29,560
+واضح في الحالة اللي أمامنا هنا ليش؟ هذه الحالة مهمة
+
+269
+00:23:29,560 --> 00:23:36,000
+جداً نرجع فيها لمن؟ نرجع فيها للـ conditions أو للـ
+
+270
+00:23:36,000 --> 00:23:39,580
+rules مجموعة الـ rules هذه مهمة جداً نشتغل عليها
+
+271
+00:23:39,580 --> 00:23:46,400
+يكفينا أنه لو أخذنا الـ rules اللي على الجانب F X
+
+272
+00:23:46,400 --> 00:23:51,660
+تساوي اللي هي project fund اللي هي الـ A1 كانت هناك
+
+273
+00:23:51,660 --> 00:23:54,720
+إذا كانت تساوي A3
+
+274
+00:23:56,230 --> 00:24:06,810
+أو or مهمة جداً y تساوي b واحد then z
+
+275
+00:24:06,810 --> 00:24:14,510
+تساوي c واحد هذه الـ rule رقم واحد rule رقم اثنين
+
+276
+00:24:14,510 --> 00:24:25,010
+rule رقم اثنين if x تساوي a اثنين and y
+
+277
+00:24:26,230 --> 00:24:38,490
+تساوي B2 then C تساوي C2 C
+
+278
+00:24:38,490 --> 00:24:49,910
+تساوي C2 تمام R تلاتة if X تساوي A1 then C تساوي
+
+279
+00:24:49,910 --> 00:25:01,110
+C3 أو Z تساوي C3 تمام
+
+280
+00:25:01,110 --> 00:25:06,650
+فالآن بعد ما خلصنا عملية الـ classification الآن
+
+281
+00:25:06,650 --> 00:25:10,350
+الشغل الثاني اللي هي نشتغل فيها على الـ evaluation
+
+282
+00:25:10,350 --> 00:25:15,470
+جزئية الـ evaluation ونشوف هي جزئية الـ evaluation
+
+283
+00:25:15,470 --> 00:25:23,760
+بتاعتنا هنلاحظ أنه بدي أعملها نعمل اتحاد لـ a تلاتة
+
+284
+00:25:23,760 --> 00:25:29,800
+لماذا لـ a تلاتة؟ لأنه هيك الـ rule a تلاتة وb واحد
+
+285
+00:25:29,800 --> 00:25:35,560
+فهي a تلاتة هناخذ جزء الـ a تلاتة بس لحاله هي
+
+286
+00:25:35,560 --> 00:25:39,880
+الطبيعي لو بدنا نأخذها كاملة كانت بهذا الشكل بهذا
+
+287
+00:25:39,880 --> 00:25:43,820
+الشكل لكن أنا مش محتاج لا الـ a1 ولا الـ a2 الـ rule
+
+288
+00:25:43,820 --> 00:25:47,580
+هذه محتاجة a3 لأن هي الـ premise بتاعتها a3 ف
+
+289
+00:25:47,580 --> 00:25:52,800
+automatically نأخذ فقط الـ set بتاعة a3 وهي اللي
+
+290
+00:25:52,800 --> 00:25:58,000
+بنحطها قدامنا وبتظل قدامنا b1 ستكون موجودة عندي
+
+291
+00:25:58,000 --> 00:26:03,460
+b1 تمام الآن في الحالة اللي موجودة عندنا هنا في
+
+292
+00:26:03,460 --> 00:26:07,800
+الحالة اللي موجودة عندي هنا or لما أتحدث عن عن or
+
+293
+00:26:08,850 --> 00:26:13,190
+نتحدث عن الـ or معناه
+
+294
+00:26:13,190 --> 00:26:16,150
+ذلك أنه بدي أشتغل على الـ maximum الآن a3 جدش
+
+295
+00:26:16,150 --> 00:26:23,730
+قيمتها هنا لما عملنا processification عملنا عملية
+
+296
+00:26:23,730 --> 00:26:30,770
+processification عند a1 وعند a2 a3 مش موجودة حسب
+
+297
+00:26:30,770 --> 00:26:34,370
+القيمة اللي أخذناها واللي نشتغل عليها اللي هي 0
+
+298
+00:26:34,370 --> 00:26:48,310
+.4 0.6 E3 صفر فإذن Zero طيب A1 0.1 هاي B1
+
+299
+00:26:48,310 --> 00:26:53,370
+B1 0.1 فصار عندي or من الـ maximum من
+
+300
+00:26:53,370 --> 00:26:57,850
+الاثنين من الـ maximum من الاثنين الـ maximum من
+
+301
+00:26:57,850 --> 00:27:04,630
+الاثنين هي الـ 0.1 لمن؟ لـ C1 فبنروح للـ
+
+302
+00:27:04,630 --> 00:27:12,310
+part تبع C1 وهو اللي نعطيه جزء 0.1 فبيصير هذا الجزء
+
+303
+00:27:12,310 --> 00:27:20,150
+النتيجة من الـ rule الأولى طيب الـ rule الثانية A2
+
+304
+00:27:20,150 --> 00:27:32,190
+A2 فيها قيمة؟ اه فيها قيمة هي A2 A2 تساوي 0.2 ففي
+
+305
+00:27:32,190 --> 00:27:35,370
+عندي 0.2 طيب Y
+
+306
+00:27:36,840 --> 00:27:44,520
+B2 هي B2 موجودة موجودة والقيمة القيمة هي B2 0
+
+307
+00:27:44,520 --> 00:27:50,080
+.7 فصار عندي 0.2 و0.7 أيش الرابط اللي بينهم أيش
+
+308
+00:27:50,080 --> 00:27:52,840
+شكل الـ junction اللي بينهم الـ junction and يعني
+
+309
+00:27:52,840 --> 00:27:58,000
+نأخذ الأقل and معناته نأخذ الأقل نأخذ الـ 0.2
+
+310
+00:27:58,000 --> 00:28:01,460
+لمن؟ نأخذ الـ 0.2 لـ C2
+
+311
+00:28:05,510 --> 00:28:09,930
+مش مانحطه مع C1 C1 خلاص كان نتيجة اللي هنا هذا لـ
+
+312
+00:28:09,930 --> 00:28:15,310
+C2 تمام الآن خلصنا الـ rule الثانية الـ rule الثالثة
+
+313
+00:28:15,310 --> 00:28:18,450
+الـ rule الثالثة بتقول ايه؟ X تساوي إذا كان X
+
+314
+00:28:18,450 --> 00:28:26,170
+تساوي A1 A1  حقيقة الـ A1 هنا سنجد أنه هي 0.5 خلصنا
+
+315
+00:28:26,170 --> 00:28:30,650
+الـ rule الأولى والثانية فننطلق للـ rule الثالثة و
+
+316
+00:28:30,650 --> 00:28:35,430
+اللي كنا بدنا من خلالها نحسب قيمة A L X إذا كانت
+
+317
+00:28:35,430 --> 00:28:40,750
+الـ X تساوي A1 معنا ذلك أن Z تساوي C3 فبنروح لـ
+
+318
+00:28:40,750 --> 00:28:49,780
+A1 هل A1 لها قيمة أو degree؟ لها degree قيمتها 0.5
+
+319
+00:28:49,780 --> 00:28:54,520
+فمعنى ذلك a1 عند الـ 0.5 في أي premise ثانية معه
+
+320
+00:28:54,520 --> 00:28:57,080
+مافيش أي premise ثانية ف automatically هي لحالها
+
+321
+00:28:57,080 --> 00:29:01,140
+تأتي لا في معها or ولا معها and فكما هي لـ c
+
+322
+00:29:01,140 --> 00:29:06,900
+ثلاثة مع c ثلاثة الآن خلصنا جزئية الـ evaluation
+
+323
+00:29:06,900 --> 00:29:12,910
+صار عندي الجزئية الثانية اللي بدنا نروح لها هي الـ
+
+324
+00:29:12,910 --> 00:29:17,630
+aggregation جزئية الـ aggregation طيب الآن كيف ممكن
+
+325
+00:29:17,630 --> 00:29:23,090
+أنا أتعامل مع عملية القطع هذه عملية القطع اللي
+
+326
+00:29:23,090 --> 00:29:28,890
+نعملها لما كنا نقول في عندي بهذا الشكل نفترض
+
+327
+00:29:28,890 --> 00:29:32,730
+طبعاً هي بتكونش بهذا الشكل بالضبط البداية والنهاية
+
+328
+00:29:32,730 --> 00:29:41,490
+يكونوا هكذا لما نقول هذا الـ output اللي هي Z
+
+329
+00:29:41,490 --> 00:29:48,110
+والـ C .. C1 .. C2 .. C3 ونعمل قطع هنا أو نعمل قطع
+
+330
+00:29:48,110 --> 00:29:52,670
+هنا ونقول هذه قيمة 0.5 فالنتيجة المفروض هنا تطلع 0
+
+331
+00:29:52,670 --> 00:29:58,350
+.5 نشتغل بهذا الجزء فقط كيف ممكن نأخذ هذا الجزء؟
+
+332
+00:29:58,350 --> 00:30:03,610
+الحقيقة في طريقتين في طريقة clipping اللي هو نجسّه
+
+333
+00:30:03,610 --> 00:30:07,550
+هكذا وخلاص ونجسّه كما هو بشكل وهذه هي الأكثر
+
+334
+00:30:07,550 --> 00:30:10,530
+استخداماً  للحقيقة اللي هي عملية الـ clipping بهذا
+
+335
+00:30:10,530 --> 00:30:19,650
+الشكل نأخذ هذا الجزء ونقول هذا الناتج لـ C2 لـ C2
+
+336
+00:30:19,650 --> 00:30:26,510
+كويسة الآن بالنسبة لـ C3 ممكن يكون نفس الشغلة إن نجسّه
+
+337
+00:30:26,510 --> 00:30:29,970
+عنده ونقول هي C3 كويس هذه طريقة الـ clipping
+
+338
+00:30:29,970 --> 00:30:32,950
+والغالِب زي ما قلنا هي المستعمل أكثر في الطريقة
+
+339
+00:30:32,950 --> 00:30:39,650
+الثانية الطريقة الثانية إنه آجي أقطع هنا نفس الشكل
+
+340
+00:30:39,650 --> 00:30:46,490
+الـ shape نفسها للـ relationship هذه نضغطها فنعمل
+
+341
+00:30:46,490 --> 00:30:52,550
+scaling على جد القيمة اللي المفروض نعمل قطع عندها
+
+342
+00:30:52,550 --> 00:31:00,310
+عند الـ 0.5 فنأخذ هذا الجزء هكذا بهذا الشكل ففي
+
+343
+00:31:00,310 --> 00:31:03,770
+طريقتين زي ما قلنا طريقة الـ clipping هي الأكثر
+
+344
+00:31:03,770 --> 00:31:08,310
+استخداماً ففي عندك clipping وفي عندك scaling هذه
+
+345
+00:31:08,310 --> 00:31:11,750
+طريقة وهذه طريقة وزي ما شفنا ممكن تكون بهذا
+
+346
+00:31:11,750 --> 00:31:14,950
+الشكل الـ shape اللي كان عندك .. كيف شكل الـ shape
+
+347
+00:31:14,950 --> 00:31:20,330
+نفسه هو نفسه نحافظ عليه لكن في قيمة القطع اللي
+
+348
+00:31:20,330 --> 00:31:23,830
+المفروض أقطع عنده الـ clipping لا أقطعه خلاص وأنجز
+
+349
+00:31:23,830 --> 00:31:26,910
+على هيك وهي أسهل ويقل أكثر استخداماً للحقيقة
+
+350
+00:31:26,910 --> 00:31:30,490
+فإحنا هنستخدم جزئية الـ clipping رغم أن يوجد
+
+351
+00:31:30,490 --> 00:31:37,110
+أكثر من طريقة كويس الجزء الثالث اللي بدنا نشتغل
+
+352
+00:31:37,110 --> 00:31:41,810
+عليه هي الخطوة تلاتة الـ aggregation of the rule
+
+353
+00:31:41,810 --> 00:31:46,070
+outputs صار فيه عندي outputs اتجمعت من مجموعة الـ
+
+354
+00:31:46,070 --> 00:31:50,970
+rules فصار عندي على حسب عدد الـ rules عدد outputs
+
+355
+00:31:50,970 --> 00:31:55,310
+اللي دلوقتي بدنا نعملهم تجميع كلهم بدنا نجمعهم
+
+356
+00:31:55,310 --> 00:32:04,670
+فنمسك C1 C2 وC3 ونشوف إذا C1 نتجت من أكثر من rule
+
+357
+00:32:06,680 --> 00:32:11,840
+إيش بنسوي؟ نشتغل نفس فكرة لو عندي أكثر من rule و
+
+358
+00:32:11,840 --> 00:32:19,340
+نعمل عملية التأكيد أو عدم التأكيد أما إذا كان زي
+
+359
+00:32:19,340 --> 00:32:24,300
+الحالة اللي عندي .. عندي C1 وعندي C2 وعندي C3 وبس
+
+360
+00:32:24,300 --> 00:32:29,660
+فنحطهم جانب بعض ونجمعهم بهذا الشكل .. هنحطهم و
+
+361
+00:32:29,660 --> 00:32:33,460
+نجمعهم بهذا الشكل فبيصبح عندي الـ summation أو الـ
+
+362
+00:32:33,460 --> 00:32:38,680
+aggregation للكل هو هذا الشكل اللي موجود عندي 0.1
+
+363
+00:32:38,680 --> 00:32:46,910
+0.2 0.5 .. 0.5 تمام الآن بعد ما خلصنا هذا الجزء
+
+364
+00:32:46,910 --> 00:32:51,930
+يبقى عملية أخيرة هي الـ diversification في عملية
+
+365
+00:32:51,930 --> 00:32:56,270
+الـ diversification أنا كيف ممكن أرجع الشكل هذا
+
+366
+00:32:56,270 --> 00:33:02,150
+اللي هو fuzzy أنا قاعد بقول له هي .. يعني إحنا
+
+367
+00:33:02,150 --> 00:33:08,810
+متكلم هنا عن الـ C اللي هي الـ risk هي risk أو not
+
+368
+00:33:08,810 --> 00:33:19,330
+risk آمن بنسبة 0.1 هي normal 0.2 هي risk 0.5 low و
+
+369
+00:33:19,330 --> 00:33:24,590
+normal و high للـ risk غير منطقية غير منطقية وكيف بده
+
+370
+00:33:24,590 --> 00:33:27,910
+يتقبلها الـ manager كـ user للـ system تبعنا
+
+371
+00:33:27,910 --> 00:33:33,470
+ويتعامل مع معلومة هلامية بهذا الشكل هلامية بمعنى
+
+372
+00:33:33,470 --> 00:33:37,310
+fuzzy يعني ضبابي لا نحتاج نرجع له إياها نعمله
+
+373
+00:33:37,310 --> 00:33:40,910
+defuzzification فعشان نعمله أخر خطوة في عملية الـ
+
+374
+00:33:40,910 --> 00:33:44,840
+defuzzification بحيث أنه في الآخر أعطيه رقم واحد
+
+375
+00:33:44,840 --> 00:33:49,140
+بدنا نعطيه الـ output كـ single number رقم واحد هو
+
+376
+00:33:49,140 --> 00:33:53,060
+يتعامل بناء عليه طيب عشان نعمل الكلام هذا نحتاج الـ
+
+377
+00:33:53,060 --> 00:33:56,880
+area اللي طلعت عندي هذه نحسب لها الـ center of
+
+378
+00:33:56,880 --> 00:34:01,900
+gravity فـ الـ COG أو الـ center of gravity gravity
+
+379
+00:34:01,900 --> 00:34:09,100
+اللي هو نقطة التوازن تبعها نقطة الثقل تبعها الـ
+
+380
+00:34:09,100 --> 00:34:14,680
+COG من خلال عملية integration بالنسبة لممداني لجدش
+
+381
+00:34:14,680 --> 00:34:18,260
+ده محلج أنه لا ممكن نطور هذه المعادلة هذه تتغير بحيث
+
+382
+00:34:18,260 --> 00:34:21,880
+أنه بدل ما هي ممداني نستخدم integration ممكن لا
+
+383
+00:34:21,880 --> 00:34:25,400
+أن نستخدم summation وإحنا عارفين الفرق بين
+
+384
+00:34:25,400 --> 00:34:28,660
+integration و summation هي continuous ولا discrete
+
+385
+00:34:28,660 --> 00:34:34,200
+بحيث أنه بجمع نعمل integration أو تجميع لمجموعة
+
+386
+00:34:34,200 --> 00:34:39,940
+الـ mu الـ degrees لـ X مضروبة في X على مجموعة
+
+387
+00:34:39,940 --> 00:34:43,860
+degrees على مجموعة degrees لكل الشكل اللي بيكون
+
+388
+00:34:43,860 --> 00:34:48,240
+ناتج عندنا فبنكون طلعنا له قيمة تمثل الـ center of
+
+389
+00:34:48,240 --> 00:34:53,260
+gravity في الحالة اللي عندنا هذا المثال تبعنا كان
+
+390
+00:34:53,260 --> 00:34:59,240
+بهذا الشكل 0.1 0.2 0.5 بدنا نشتغل عليهم ففي هيك
+
+391
+00:34:59,240 --> 00:35:04,520
+حالة ممكن ببساطة جداً نقول وين الـ center of the
+
+392
+00:35:04,520 --> 00:3
\ No newline at end of file
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/oqsSZMDrS-I_postprocess.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/oqsSZMDrS-I_postprocess.srt
new file mode 100644
index 0000000000000000000000000000000000000000..58447f0ac2cf7aca14461797f9fef117507c797e
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/oqsSZMDrS-I_postprocess.srt
@@ -0,0 +1,1660 @@
+1
+00:00:07,650 --> 00:00:12,430
+مثال؟ أمثلة كثيرة الحقيقة ممكن برضه نربطها من خلال
+
+2
+00:00:12,430 --> 00:00:16,790
+أكتر من antecedence أو أكتر من premise زي لما نقول
+
+3
+00:00:16,790 --> 00:00:22,610
+والله if project duration is long and project
+
+4
+00:00:22,610 --> 00:00:26,910
+staffing is large and project funding is
+
+5
+00:00:26,910 --> 00:00:33,410
+inadequate then risk is highفإذا كان الـ duration
+
+6
+00:00:33,410 --> 00:00:37,790
+لل project طويل المشروع كتير طويل العاملين في
+
+7
+00:00:37,790 --> 00:00:42,630
+المشروع اكتر عددهم كبير و ال fund تبعه inadequate
+
+8
+00:00:42,630 --> 00:00:48,370
+بمعنى غير كافي فأكيد ال risk في فشل المشروع عالي
+
+9
+00:00:48,370 --> 00:00:56,370
+طيب if .. و نوصل نقع في التانية if service is
+
+10
+00:00:56,370 --> 00:01:01,590
+excellent إذا كان الخدمة ممتازةor food is
+
+11
+00:01:01,590 --> 00:01:08,170
+delicious أو الطعام شهي then tip is generous بمعنى
+
+12
+00:01:08,170 --> 00:01:11,270
+ال tip أو الإكرامية هتكون عالية فهنا في الحالة هذه
+
+13
+00:01:11,270 --> 00:01:15,450
+إذا كان والله الخدمة ممتازة بعطي إكرامية زيادة أو
+
+14
+00:01:15,450 --> 00:01:19,430
+إذا كان الأكل شهي أنا انبسطت في الأكل فبرضه بعطي
+
+15
+00:01:19,430 --> 00:01:27,510
+tips زيادة أو الأولى كانت and التانية أوتمام الان
+
+16
+00:01:27,510 --> 00:01:33,390
+ممكن يكون لأ ممكن يكون عندى اكتر من consequent او
+
+17
+00:01:33,390 --> 00:01:37,310
+اكتر من ناتج اكتر من conclusion فزي لما نقول والله
+
+18
+00:01:37,310 --> 00:01:43,550
+if temperature is high او is hot حقيقة then hot
+
+19
+00:01:43,550 --> 00:01:50,790
+water is reduced and اتنين صاروا cold water is
+
+20
+00:01:50,790 --> 00:01:55,530
+increased فإذافي عندى ناتجين او two conclusions
+
+21
+00:01:55,530 --> 00:01:58,630
+الحقيقة مش مش conclusion واحدة رغم انه في عندى
+
+22
+00:01:58,630 --> 00:02:03,690
+input او premise واحدة تمام الان كل ال knowledge
+
+23
+00:02:03,690 --> 00:02:07,430
+هذه اللى احنا اتكلمنا فيها عن ال expert system او
+
+24
+00:02:07,430 --> 00:02:13,430
+ال fuzzy expert system بدنا نطبقهاكل الكلام حلو،
+
+25
+00:02:13,430 --> 00:02:18,490
+كويس، لكن كيفية تطبيقه على مثال، بمعنى محتاج
+
+26
+00:02:18,490 --> 00:02:23,390
+inference، الاستنباط للقيم، كيف القيم هذا بدي
+
+27
+00:02:23,390 --> 00:02:27,230
+أحولها لـFuzzy Range، و بعدين الـFuzzy Range هذا
+
+28
+00:02:27,230 --> 00:02:30,150
+كيف بدي أرجع فيه بقيمة، أنا في النهاية بدي أحل
+
+29
+00:02:30,150 --> 00:02:34,970
+سؤال أرجع بقيمة، okay أناتماما متقدين بشكل كامل
+
+30
+00:02:34,970 --> 00:02:38,790
+إنه إحنا فعلا بنتعامل مع مجموعة degrees لكن في
+
+31
+00:02:38,790 --> 00:02:43,030
+النهاية أنا بدي ناتج نهائي واضح بدنا ناتج نهائي
+
+32
+00:02:43,030 --> 00:02:46,110
+واضح مين اللي حللنا الموضوع هذا الحقيقة من خلال
+
+33
+00:02:46,110 --> 00:02:49,590
+الـ fuzzy inference أو الاستدلال الطبابي هذا
+
+34
+00:02:49,590 --> 00:02:54,410
+مامداني واحد اسمه مامداني وسيجينو
+
+35
+00:02:56,310 --> 00:03:00,150
+كل واحد عمل طريقة inference خاصة فيه هناخد التنتين
+
+36
+00:03:00,150 --> 00:03:04,610
+ونبدأ حقيقة مع أول واحدة ال inference الأولى اللي
+
+37
+00:03:04,610 --> 00:03:08,090
+هي تاعة إبراهيم مامداني ويمكن بتلاحظوا أنه مدام
+
+38
+00:03:08,090 --> 00:03:12,250
+أنا بتكلم عن فزي كلهم في الغالب شرقيين فهدول
+
+39
+00:03:12,250 --> 00:03:15,830
+التيار اللي كان ماشي ورا الفزي الحقيقة الغربيين
+
+40
+00:03:15,830 --> 00:03:21,170
+ماتحركوش كتير في الموضوع فالفزي إبراهيم مامداني في
+
+41
+00:03:21,170 --> 00:03:27,740
+الـ 75 بدأ يشتغل عليهاوبنى أول Fuzzy Systems to
+
+42
+00:03:27,740 --> 00:03:32,580
+Control System Engine and Boiler بدا يعمل System
+
+43
+00:03:32,580 --> 00:03:35,540
+وواضح أنه System في الـ Control خاص بالـ Control
+
+44
+00:03:35,540 --> 00:03:40,800
+Control Unit وعمل لها Fuzzy System يتحكم فيها على
+
+45
+00:03:40,800 --> 00:03:44,240
+إيش بيعتمد الحقيقة في شغله بيعتمد على أربع نقاط
+
+46
+00:03:44,240 --> 00:03:48,240
+أساسية عشان يحل أي سؤال أو يعمل Modeling للسؤال ثم
+
+47
+00:03:48,240 --> 00:03:51,260
+يحله ويعطي ناتجطبعاً السؤال اللي أنا بتكلمه هنا
+
+48
+00:03:51,260 --> 00:03:54,960
+سؤال معناها problem بمعنى إنه في عندى problem أو
+
+49
+00:03:54,960 --> 00:03:57,820
+application محتاج يجيبله حل محتاج يعمل
+
+50
+00:03:57,820 --> 00:04:01,780
+fuzzification أربع خطوات أساسية fuzzification
+
+51
+00:04:01,780 --> 00:04:08,160
+لـinput variables أنا حصلم قيم قيم عادية في السؤال
+
+52
+00:04:08,160 --> 00:04:12,720
+أو في ال problem قيم محسوبة مقاسة قياس هذه القيم
+
+53
+00:04:12,720 --> 00:04:15,680
+مقدرش أتعامل فيها مع ال fuzzy فبدنا نعمل
+
+54
+00:04:15,680 --> 00:04:21,440
+fuzzification تطبيبنطبّبها، نخلّيها تصير عايمة،
+
+55
+00:04:21,440 --> 00:04:26,080
+هيك يعني تصير تاخد linguistic value كويس لل input،
+
+56
+00:04:26,080 --> 00:04:29,900
+بعدين هنعمل rule evaluation، نطبّق ال rules
+
+57
+00:04:29,900 --> 00:04:33,300
+تبعتنا، وال rules ساعتنا هذه بدأت تكون محطوطة
+
+58
+00:04:33,300 --> 00:04:36,240
+بحذر، لأن هذه معتمدة على ال experience ومعتمدة على
+
+59
+00:04:36,240 --> 00:04:40,060
+ال expert أو ال human expert تبعتناaggregation
+
+60
+00:04:40,060 --> 00:04:43,820
+المقصود فيها أن أجمع ال output مع بعضها لأن عندي
+
+61
+00:04:43,820 --> 00:04:47,160
+أكتر من rule فأتوقع أن يطلع عندي أكتر من output
+
+62
+00:04:47,160 --> 00:04:53,220
+عملية تجميحهم مع بعض في ال rule outputs هذه بتكون
+
+63
+00:04:53,220 --> 00:04:58,190
+بشكل نهائي بعديناللي هينتج على ناديربالا هيكون
+
+64
+00:04:58,190 --> 00:05:03,030
+عبارة عن fuzzy لكن أنا بدي قيمة أنا بدأت من قيمة
+
+65
+00:05:03,030 --> 00:05:06,530
+input variable بدأنا رقم واحد كانت input value او
+
+66
+00:05:06,530 --> 00:05:09,350
+input variables ممكن يكوني يعطيها قيمة crisp
+
+67
+00:05:09,350 --> 00:05:13,030
+وبيقولي حل عليها لانه مقاسة فانا عملتلها
+
+68
+00:05:13,030 --> 00:05:19,590
+fuzzification بنفعش ارجعله يها fuzzy لفظ او وصف
+
+69
+00:05:19,590 --> 00:05:23,900
+لان هو كمان مش هيفهمه لما أقول له لأ slowطب استنى
+
+70
+00:05:23,900 --> 00:05:26,720
+إيش يعني slow؟ هو هيقوللي إيش يعني slow؟ أنا ماليش
+
+71
+00:05:26,720 --> 00:05:29,960
+علاقة إنت كيف ال system عندك جوا، وهذا ال user، ال
+
+72
+00:05:29,960 --> 00:05:34,260
+user لما متعامل معاه هو ماعلق أنا كيف بشتغل، كيف
+
+73
+00:05:34,260 --> 00:05:37,220
+بشتغل هذه الطرق اللي بتعلمها طلابنا و بيدرسوا فيها
+
+74
+00:05:37,220 --> 00:05:41,290
+و ..هيحلوا باستخدام هذه الأدوات بتاعتهم لكن الـ
+
+75
+00:05:41,290 --> 00:05:45,450
+user مالوش علاقة في الموضوع زي المبرمج المبرمج هو
+
+76
+00:05:45,450 --> 00:05:48,070
+عارف إيش هو ال code بس ال user مالوش علاقة أنا إلي
+
+77
+00:05:48,070 --> 00:05:51,030
+علاقة بال output إلي علاقة بال output فهو نفس
+
+78
+00:05:51,030 --> 00:05:55,430
+الكلام لازم أعمله diversification إعادة التطبيب
+
+79
+00:05:55,430 --> 00:05:59,190
+عشان نرجحها لقيمة كما هي طيب المثال اللي هنشتغل
+
+80
+00:05:59,190 --> 00:06:03,050
+عليه زي ما أحنا شايفين هيكون فيه three rules
+
+81
+00:06:03,050 --> 00:06:10,860
+موجودين عندنا role أولىالـ role الأولى هتكون بصيغة
+
+82
+00:06:10,860 --> 00:06:20,880
+X إذا كانت X is A3 or Y is B1 then Z is C1 هتقولوا
+
+83
+00:06:20,880 --> 00:06:24,000
+لي من وين إجت الألفاظ هذه و ليش أنا بتستخدمها
+
+84
+00:06:24,000 --> 00:06:30,200
+الحقيقة الألفاظ هذه هي الأساس عشان نضطر نرجعلها
+
+85
+00:06:30,200 --> 00:06:35,240
+كمان شوية لازم
+
+86
+00:06:35,240 --> 00:06:42,110
+نرسمها على جنبعشان نحدد هذا المفروض هو المثال اللي
+
+87
+00:06:42,110 --> 00:06:44,430
+هيجيني لكن انا ايش اللي خلاني اعمل مجموعة ال
+
+88
+00:06:44,430 --> 00:06:50,010
+symbols اللي هنا هي هو التالي ان احنا بدنا نحدد ال
+
+89
+00:06:50,010 --> 00:06:55,570
+linguistic ال linguistic value تبعتنا لكل
+
+90
+00:06:55,570 --> 00:07:01,370
+linguistic variable فهنبدأ بالنسبة لل project
+
+91
+00:07:01,370 --> 00:07:06,310
+funding
+
+92
+00:07:08,250 --> 00:07:14,670
+project funding adequate project
+
+93
+00:07:14,670 --> 00:07:22,970
+funding marginal و هنا adequate هنا inadequate غير
+
+94
+00:07:22,970 --> 00:07:31,230
+كافي طيب في غيرهم فعندي three values لمين للمتغير
+
+95
+00:07:31,230 --> 00:07:36,140
+project fundingproject funding فإذن هروح أعمل
+
+96
+00:07:36,140 --> 00:07:41,020
+project funding بهذا الشكل و هقول عليه مدام هو أول
+
+97
+00:07:41,020 --> 00:07:49,400
+واحد عندي اللي هو ايه خاص بإيه هذا project funding
+
+98
+00:07:49,400 --> 00:07:56,580
+عندي تلت متغيرات تلت قيم له فقط بنبدأ انحددهم حسب
+
+99
+00:07:56,580 --> 00:08:01,000
+ال fund نفسه طيب ال fund لما يكون قليل هنا إيش
+
+100
+00:08:01,000 --> 00:08:10,160
+الوصف الأفضل لهinadequate فبتيجي في البداية تمام
+
+101
+00:08:10,160 --> 00:08:14,760
+لو شوية أعلى بصير marginal أه في الهامش يعني في
+
+102
+00:08:14,760 --> 00:08:20,800
+هامش الشغل فممكن نعمل هنا طيب إذا كان adequate أوه
+
+103
+00:08:20,800 --> 00:08:24,900
+كافي ممتاز طبعا كافي مالوش نهاب يستمر بالمعنى كافي
+
+104
+00:08:24,900 --> 00:08:31,850
+بهذا الشكلOkay فإذا بقدر ان اعرفها بهذا الشكل هذه
+
+105
+00:08:31,850 --> 00:08:40,390
+هتكون A1 هذه هتكون A2 وهذه هتكون A3 تدرجا حسب
+
+106
+00:08:40,390 --> 00:08:47,290
+التدرج مية لمية فإذا لما إجينا للمتغير X واللي هو
+
+107
+00:08:47,290 --> 00:08:50,270
+ال project funding تبعنا
+
+108
+00:08:53,870 --> 00:08:57,650
+Project funding خلّينا نرسمها دايما X بتكون تحت
+
+109
+00:08:57,650 --> 00:09:01,430
+لقيمة
+
+110
+00:09:01,430 --> 00:09:11,830
+X هنا وهذه هي project funding عشان هنا ناخد MUE
+
+111
+00:09:14,070 --> 00:09:17,650
+أحنا قلنا هنا هيكون ال degree of membership حاجة
+
+112
+00:09:17,650 --> 00:09:19,590
+اسمها ال degree of membership أخدناها و أتكلمنا
+
+113
+00:09:19,590 --> 00:09:23,010
+عنها فإذا برسمها بهذا الشكل لإن لما بدي أعبر عن ال
+
+114
+00:09:23,010 --> 00:09:27,750
+rule الأولى project funding adequate adequate
+
+115
+00:09:27,750 --> 00:09:34,950
+معناته ايه تلاتة؟ هاي ايه تلاتة؟ لمن؟ ل X ل X هاي
+
+116
+00:09:34,950 --> 00:09:38,210
+X تمام طبعا نفس الكلام هيكون في الحلقتين التانين
+
+117
+00:09:38,210 --> 00:09:41,890
+فهنسهل على حالنا في الحلقة القادمة الآن why
+
+118
+00:09:46,200 --> 00:09:53,000
+بالنسبة ل Y و اللي يمثل HY يمثل ال project
+
+119
+00:09:53,000 --> 00:10:03,920
+staffing او
+
+120
+00:10:03,920 --> 00:10:07,420
+التوظيف .. التوظيف المشروع مجدش محتاج عاملين
+
+121
+00:10:07,420 --> 00:10:11,760
+المشروع عنده كويس برضه نفس الكلام هدا هتكون ميو ل
+
+122
+00:10:11,760 --> 00:10:18,770
+Bلـ LB إيش المتغيرات اللي عندي أو ال values اللي
+
+123
+00:10:18,770 --> 00:10:28,170
+موجودة عندي؟ عندي small عندي large و خلاص مش هيك
+
+124
+00:10:28,170 --> 00:10:32,670
+التالتة مش فيها فعندي small و عندي large ففي هاي
+
+125
+00:10:32,670 --> 00:10:38,530
+small و هاي large خلاص مش حياطيني أكتر من هيك كويس
+
+126
+00:10:38,530 --> 00:10:49,890
+small و largeهذه هسميها بي واحد و بي اتنين بي واحد
+
+127
+00:10:49,890 --> 00:10:54,510
+و بي اتنين برضه حسب التدرج تبعنا مين ضال عندنا؟
+
+128
+00:10:54,510 --> 00:11:00,710
+ضال عندى ال risk ال risk في عندى low في عندى
+
+129
+00:11:00,710 --> 00:11:08,230
+normal و في عندى high نفس الكلام بدنا نرسم low
+
+130
+00:11:11,270 --> 00:11:19,930
+ال membership تبعته كيف شكلها هذه لمن ل z why z و
+
+131
+00:11:19,930 --> 00:11:25,650
+هنا هيكون mu ل z عشان نحسبها في الآخر زي ما قلنا
+
+132
+00:11:25,650 --> 00:11:35,270
+في عندي low normal و high ف low normal و high
+
+133
+00:11:43,480 --> 00:11:54,450
+تمام هذه C1 C2 و C3أتوقع الآن هتكون وضحة القيم
+
+134
+00:11:54,450 --> 00:11:57,110
+اللي موجودة عندنا هنا أو الـ symbolic
+
+135
+00:11:57,110 --> 00:12:02,030
+representation اللي صارت على الشمال الشاشة أصبحت
+
+136
+00:12:02,030 --> 00:12:05,210
+واضحة عندنا بالشكل اللي احنا شايفينه، نتيجة
+
+137
+00:12:05,210 --> 00:12:08,810
+التقسيمات اللي تمت، نتيجة التقسيمات اللي تمت، فإذا
+
+138
+00:12:08,810 --> 00:12:13,470
+بقدر أقول إن X واللي هي تمثل project funding ال
+
+139
+00:12:13,470 --> 00:12:16,970
+project funding is adequate معناته A3
+
+140
+00:12:19,090 --> 00:12:24,150
+adequate معناته ايه تلاتة طيب small بالنسبة لا
+
+141
+00:12:24,150 --> 00:12:31,030
+staffing معناته بواحد small و هكذا الآن عندي هذا
+
+142
+00:12:31,030 --> 00:12:35,150
+ال .. ال .. ال .. مجموعة ال three rules هدولة و ال
+
+143
+00:12:35,150 --> 00:12:39,410
+project هذا اللي بدنا نحله بدنا نشوف جدش هل انا
+
+144
+00:12:39,410 --> 00:12:43,210
+اخطو الخطوة هذه او لأ حسب ال rules اللي موجودة
+
+145
+00:12:43,210 --> 00:12:48,310
+عندى لكن محتاج بس اعرفالـ inputs اللي موجودين عندي
+
+146
+00:12:48,310 --> 00:12:52,230
+محتاج أعرف إيش ال inputs عشان أقول والله أه أخطو
+
+147
+00:12:52,230 --> 00:12:55,390
+هذه الخطوة هل في risk أني أخد المشروع هذا أو مافيش
+
+148
+00:12:55,390 --> 00:12:57,910
+risk فال project اللي هو ال project كلهم بدين بال
+
+149
+00:12:57,910 --> 00:13:02,390
+project إذا ال project funding إيش وضعه؟ كويس؟
+
+150
+00:13:02,390 --> 00:13:06,270
+والله ال fund تبعه منيح ولا كافي ولا غير كافي ولا
+
+151
+00:13:06,270 --> 00:13:10,970
+مش مناسب؟ طيب بعدين عملية التوظيف في المشروع هل
+
+152
+00:13:10,970 --> 00:13:16,330
+أنا محتاج أوظف كتير في المشروع؟فمعنى ذلك المشروع
+
+153
+00:13:16,330 --> 00:13:19,510
+كل الـ Fund تبعه تحضيه رواتب و لا لأ أنا مش محتاج
+
+154
+00:13:19,510 --> 00:13:23,150
+أوظف حد فمعنى ذلك أن احتمالية أنه يتم على خير
+
+155
+00:13:23,150 --> 00:13:27,210
+المشروع و فعلا تكون كل الفلوس رايحة للمواد المشروع
+
+156
+00:13:27,210 --> 00:13:31,650
+نفسه هتكون أعلى فهذا اللي بدنا نورع فمعناته في
+
+157
+00:13:31,650 --> 00:13:35,530
+عندي two inputs أنا مستنيهم المفروض هستنهم أنتظرهم
+
+158
+00:13:35,530 --> 00:13:40,560
+هدول اتنين بناء عليهم بدي أقررالـ Expert System
+
+159
+00:13:40,560 --> 00:13:45,320
+بدو يقرر لـ Manager يقوله أه المشروع هذا مناسب
+
+160
+00:13:45,320 --> 00:13:49,620
+اشتغله أو المشروع هذا غير مناسب لأن ال risk تبعه
+
+161
+00:13:49,620 --> 00:13:54,300
+عالي محتاج بس يعرف الحاجتين هدولة الفلوس هل هو ال
+
+162
+00:13:54,300 --> 00:13:58,220
+fund كافي و staffing هل التوظيف محتاج توظيف كتير
+
+163
+00:13:58,220 --> 00:14:03,220
+أو لأ فهي الأمثلة اللي احنا شوفناها وعطاني قيمتين
+
+164
+00:14:03,220 --> 00:14:12,000
+ل X واحد سماهافاصلة أربعة و X اتنين سماها فاصلة
+
+165
+00:14:12,000 --> 00:14:16,200
+ستة فاصلة أربعة و فاصلة و فاصلة ستة ففي الحالة
+
+166
+00:14:16,200 --> 00:14:25,880
+اللي عندنا هنا بنقدر نقول أنه
+
+167
+00:14:25,880 --> 00:14:32,580
+بدنا نجيب الأولى اللي هي ال crisp ل X واحد X واحد
+
+168
+00:14:32,580 --> 00:14:38,540
+وين X واحد هاي X واحد X واحد أو point أربعةفهنا
+
+169
+00:14:38,540 --> 00:14:46,720
+هتكون هذه أول قيمة لمين؟ لل fund ل ال fund فال
+
+170
+00:14:46,720 --> 00:14:52,960
+fund تبعه بيقول إن هي فاصلة أربعة حسب اللي موجود
+
+171
+00:14:52,960 --> 00:14:57,740
+التقييم اللي عندنا طيب السؤال الآن ليش فاصلة أربعة
+
+172
+00:14:57,740 --> 00:15:00,360
+إجت هنا و بعدين بناء على إيش أنا عرفت إن هي فاصلة
+
+173
+00:15:00,360 --> 00:15:06,380
+أربعة؟الـ Fund دايما ببدأ من صفر، مش هيك؟ تمام، و
+
+174
+00:15:06,380 --> 00:15:11,340
+بعدين بيصل ل ال maximum fund اللي ممكن، إيش ال
+
+175
+00:15:11,340 --> 00:15:15,760
+maximum fund اللي ممكن الوصول إليه؟ يعني إيش أكبر
+
+176
+00:15:15,760 --> 00:15:20,800
+مشروع ممكن نشتغله، جدش ممكن يكون حجمه؟فبناء على
+
+177
+00:15:20,800 --> 00:15:25,900
+ذلك بنحطهم limit عندي من هنا ل هنا هدولة بيصير هم
+
+178
+00:15:25,900 --> 00:15:29,680
+ال limit تبعنا لإن هدى نقطة مهمة انه انا لما بقول
+
+179
+00:15:29,680 --> 00:15:35,900
+هنا O.4 من وين جبت أصلا ال O.4 أساسا فال O.4 هذه
+
+180
+00:15:35,900 --> 00:15:39,260
+نتيجة انه احنا عارفين ان ال fund بيبدأ من zero
+
+181
+00:15:39,260 --> 00:15:43,310
+مافيش fund نهائياوبستمر لعندي ال maximum value of
+
+182
+00:15:43,310 --> 00:15:47,470
+ال fund نفسه متوقع انه maximum ممكن يعطوا كذا
+
+183
+00:15:47,470 --> 00:15:51,730
+للجهة هذه بتعطي من كذا لكذا طيب بحط ال project
+
+184
+00:15:51,730 --> 00:15:56,250
+تبعي و بشوف هو جديش في ال range هذا one million
+
+185
+00:15:56,250 --> 00:16:01,110
+مثلا حقول
+
+186
+00:16:01,110 --> 00:16:08,040
+ال one million هدولة جديشالـ Fund اللي مطروح
+
+187
+00:16:08,040 --> 00:16:12,560
+للمشروع حول نفترض 400 ألف
+
+188
+00:16:17,130 --> 00:16:23,330
+for example فإذا هو بالنسبة لحد الأقصى لل fund هو
+
+189
+00:16:23,330 --> 00:16:27,050
+يمثل فاصلة أربعة فبنحط فاصلة أربعة و بنبدأ نرسم و
+
+190
+00:16:27,050 --> 00:16:29,650
+خلاص بنعمل normalization أصلا لكل ال curve تبعنا
+
+191
+00:16:29,650 --> 00:16:33,010
+من صفر لواحد و بنشتغل على فاصلة أربعة و إنتهينا و
+
+192
+00:16:33,010 --> 00:16:39,390
+إشتغلنا عليك طيب التانية فاصلة
+
+193
+00:16:39,390 --> 00:16:43,850
+ستة فاصلة ستة للتوظيف برضه نفس الكلام جداش أنا
+
+194
+00:16:43,850 --> 00:16:51,210
+عندي بتحملالمشروع توظيف ناس maximum و minimum
+
+195
+00:16:51,210 --> 00:16:55,450
+minimum إنه لأ ما موظفش حدا نهائيًا مافيش حدا مش
+
+196
+00:16:55,450 --> 00:16:58,490
+محتاج حدا في المشروع بيكفيني فمعنى ذلك إن أنا
+
+197
+00:16:58,490 --> 00:17:02,030
+بستفيد منه لحالي و بضمن إنه مافيش risk لأن كل
+
+198
+00:17:02,030 --> 00:17:07,470
+الفلوس اللي فيه هيحتروح technical device ممكن
+
+199
+00:17:07,470 --> 00:17:13,370
+أستفيد منها و نستخدمها فقط في الموضوع نفسه لكن إذا
+
+200
+00:17:13,370 --> 00:17:17,300
+كانالمشروع محتاج أيدي عاملة كتير والـ Fund اللي
+
+201
+00:17:17,300 --> 00:17:21,400
+أنا بشتغل عليه لا يكفي اوتوماتيك، معناته صرت بشتغل
+
+202
+00:17:21,400 --> 00:17:26,660
+على risk، نشتغل على ال risk المشروع جدش بده أيدي
+
+203
+00:17:26,660 --> 00:17:33,100
+عاملة، عندي إما من صفر أو maximum، بقدر أتحمل لعند
+
+204
+00:17:33,100 --> 00:17:37,800
+جدش، لعند عشر موظفين جداد؟ طيب، المشروع جدش بتحمل
+
+205
+00:17:37,800 --> 00:17:45,450
+موظفين، فبنحددها، المثال اللي أتانى جالي 0.60.6
+
+206
+00:17:45,450 --> 00:17:50,150
+فطبعا حتى كلمة الـ crisp value هذه بتتترجم أصلا من
+
+207
+00:17:50,150 --> 00:17:55,190
+إشي بتتترجم من بيانات من معلومات مش مجرد إن هي 0.6
+
+208
+00:17:55,190 --> 00:17:59,370
+هذه أو 0.4 ناخدها هيك خلاص زي ما هي given على طول
+
+209
+00:17:59,370 --> 00:18:04,050
+هيك لأ هذه بتتحسب من خلال معرفتنا بأصل المشكلة
+
+210
+00:18:04,050 --> 00:18:08,880
+عشان هيك ال human expert مهم جدا في الفزيمهم جدا
+
+211
+00:18:08,880 --> 00:18:12,980
+يكون في عندى user واخد منه المعلومات بتاعتنا ناخد
+
+212
+00:18:12,980 --> 00:18:17,500
+منه معلوماتنا اللى بدنا نشتغل .. نشتغل عليها طيب
+
+213
+00:18:17,500 --> 00:18:22,380
+هيتم استخدام ممدانى inference كان في عندى أربع
+
+214
+00:18:22,380 --> 00:18:25,560
+خطوات ضرورية جدا فى طريقة ممدانى inference أو
+
+215
+00:18:25,560 --> 00:18:29,360
+ممدانى fuzzy inference لحل أي مشكلة باستخدام ال
+
+216
+00:18:29,360 --> 00:18:33,180
+fuzzy logicكان .. كنا بنعمل facification، بنعمل
+
+217
+00:18:33,180 --> 00:18:38,120
+rule evaluation، aggregation و defacification الآن
+
+218
+00:18:38,120 --> 00:18:41,660
+كل relationship من ال relationships اللي موجودة
+
+219
+00:18:41,660 --> 00:18:46,740
+قدامنا هنا اللي هي بنمثل فيها مجموعة ال inputs
+
+220
+00:18:46,740 --> 00:18:51,480
+بتاعتنا، في عندي input اللي هو X وهذا يمثل ال
+
+221
+00:18:51,480 --> 00:18:55,880
+project funding وفي عندي Y تمثل project staffing
+
+222
+00:18:57,420 --> 00:19:02,240
+بدنا نشتغل عليهم بحيث انه نطلع ال risk جداش في
+
+223
+00:19:02,240 --> 00:19:07,080
+risk في قبول هذا المشروع فالان بالنسبة للحالة
+
+224
+00:19:07,080 --> 00:19:12,200
+الأولى أخدنا ال crisp input ك 0.4 و automatically
+
+225
+00:19:12,200 --> 00:19:15,820
+على طول هحسب قيمة ال mu بهذا الشكل
+
+226
+00:19:18,150 --> 00:19:22,510
+لو أخدنا ال crisp 0.4 وتحدثنا عنها المرة الماضية و
+
+227
+00:19:22,510 --> 00:19:26,290
+أخدنا النقطين هدول فمعنى ذلك أنه أنا في عندى
+
+228
+00:19:26,290 --> 00:19:32,230
+إمكانية ل two sets ممكن أشتغل فيهم لل relationship
+
+229
+00:19:32,230 --> 00:19:38,490
+هذى أو المتغير هذا في الأولى هنا و أنا بتحدث عن ال
+
+230
+00:19:38,490 --> 00:19:44,110
+fund يعني معناته بتكلم عن ال marginal اللى هى
+
+231
+00:19:44,110 --> 00:19:54,290
+المتوسط اللى ال A2A2 تقطحها هيعطيني 0.2 فإذا الميو
+
+232
+00:19:54,290 --> 00:20:04,150
+ل A2 هيها الميو ل A2 تساوي 0.2بينما بالنسبة لل
+
+233
+00:20:04,150 --> 00:20:07,890
+inadequate هتيجي على نقطة ال curve تبع ال
+
+234
+00:20:07,890 --> 00:20:15,490
+inadequate set و قيمتها 0.5 فبنكون جيبنا معادلات
+
+235
+00:20:15,490 --> 00:20:21,270
+او ال membership او جدش ال mu degree .. ال degree
+
+236
+00:20:21,270 --> 00:20:26,710
+لأ ال crisp value ال given عندي فصار عندي دخلناها
+
+237
+00:20:26,710 --> 00:20:33,220
+على ال fuzzyوحصلنا على قيم لل degree سواء ال
+
+238
+00:20:33,220 --> 00:20:38,560
+degree عساس ان هي inadequate خمسة من عشرة و
+
+239
+00:20:38,560 --> 00:20:45,440
+marginal 0.2 طيب بالنسبة لل staffing برضهواجدنا ان
+
+240
+00:20:45,440 --> 00:20:50,760
+الـ crisp value 0.6 فالـ 0.6 لو اجينا طلعناها داخل
+
+241
+00:20:50,760 --> 00:20:53,560
+ال curve اللي عندى هنا في المنطقة اللي هنا و طبعا
+
+242
+00:20:53,560 --> 00:20:57,660
+لازم نكون عارفين هنا جداش ال limits بتاعتنا و
+
+243
+00:20:57,660 --> 00:21:03,500
+بنقدر ساعتها نتحرك فيها كقيم limits موجودة و نشوف
+
+244
+00:21:03,500 --> 00:21:06,280
+التقاطعات طبعا واضح ان هنا ممكن الأمور أسهل شوية
+
+245
+00:21:06,280 --> 00:21:10,000
+لأن هنا ماعنديش إلا two sets في عندى
+
+246
+00:21:12,690 --> 00:21:19,210
+الـ small و في عندى ال large فال small 0.1 معناه
+
+247
+00:21:19,210 --> 00:21:23,130
+ذلك ان ال 0.6 هدى لما ترجمها لرفازي بيعطيني
+
+248
+00:21:23,130 --> 00:21:30,900
+membership قيمته 0.1 ل lowل low او small و هيعطيني
+
+249
+00:21:30,900 --> 00:21:36,320
+قيمة 0.7 ل large بمعنى ان ال stuff اللي لازم يكون
+
+250
+00:21:36,320 --> 00:21:41,320
+موجود في ال project large فهدول ال two degrees هم
+
+251
+00:21:41,320 --> 00:21:45,480
+اللي هنستخدمهم فمهم جدا نكتبهم عندنا لأنه
+
+252
+00:21:45,480 --> 00:21:52,500
+هنستخدمهم الآن في الحلول فهيكون في عندي M U ل A 1
+
+253
+00:21:52,500 --> 00:22:06,770
+تساوي 0.5 M Uلأ E2 تساوي 0.2 ميو بي واحد تساوي 0.1
+
+254
+00:22:06,770 --> 00:22:17,130
+وميو بي اتنين تساوي 0.7 وهدول
+
+255
+00:22:17,130 --> 00:22:20,370
+هم ال evaluation اللي عملناهم الحقيقة هنا فهي
+
+256
+00:22:20,370 --> 00:22:27,540
+القيم كلهم طلعنا إياهم بحيث أنه نبدأ نشتغلعلى الـ
+
+257
+00:22:27,540 --> 00:22:35,330
+fuzzy وعلى ال rulesففعلاً ظهر عندي الـ 0.5 0.2 0.5
+
+258
+00:22:35,330 --> 00:22:42,910
+0.2 0.1 و 0.7 حصلنا عليهم و الآن بنروح لمين؟ بنروح
+
+259
+00:22:42,910 --> 00:22:47,450
+لل rules اللي متوفرة أصلا عندنا عشان نحصل على
+
+260
+00:22:47,450 --> 00:22:52,430
+القيم النهائية و ناخد بالنا أن ال rules هذه قد
+
+261
+00:22:52,430 --> 00:22:56,350
+تكون مربوطة بال and و بالor وقولنا ال and معناته
+
+262
+00:22:56,350 --> 00:23:02,000
+بناخد ال minimumلـ premises و ال or بناخد ال
+
+263
+00:23:02,000 --> 00:23:06,120
+maximum من قيم ال premises هذا اللي كنا نتحدث عنه
+
+264
+00:23:06,120 --> 00:23:09,440
+المرة اللي فاتت وهذا هو نفسه اللي موجود بالشكل
+
+265
+00:23:09,440 --> 00:23:14,280
+اللي احنا شايفينه فلما بقول or معناته اتحاد معناته
+
+266
+00:23:14,280 --> 00:23:18,940
+maximum بقول and معناته intersection معناته
+
+267
+00:23:18,940 --> 00:23:23,740
+minimum okay الآن هذا الشغل هنا كله معظمه يكون
+
+268
+00:23:23,740 --> 00:23:29,560
+واضح في الحالة اللي جدامنا هنا ليش؟هذه الحالة مهم
+
+269
+00:23:29,560 --> 00:23:36,000
+جدا نرجع فيها لمين؟ نرجع فيها ال conditions أو ال
+
+270
+00:23:36,000 --> 00:23:39,580
+rules مجموعة ال rules هذه مهمة جدا نشتغل عليها
+
+271
+00:23:39,580 --> 00:23:46,400
+بيكفينا أنه لو أخدنا ال rules اللي على الجانب F X
+
+272
+00:23:46,400 --> 00:23:51,660
+تساوي اللي هي project fund اللي هي ال A1 كانت هناك
+
+273
+00:23:51,660 --> 00:23:54,720
+إذا كانت بتساوي A3
+
+274
+00:23:56,230 --> 00:24:06,810
+أو أور مهمة جدا y تساوي b واحد then z
+
+275
+00:24:06,810 --> 00:24:14,510
+تساوي c واحد هذه ال rule رقم واحد rule رقم اتنين
+
+276
+00:24:14,510 --> 00:24:25,010
+rule رقم اتنين if x تساوي a اتنين and y
+
+277
+00:24:26,230 --> 00:24:38,490
+تساوي B2 then C تساوي C2 C
+
+278
+00:24:38,490 --> 00:24:49,910
+تساوي C2 تمام R تلاتة if X تساوي A1 then C تساوي
+
+279
+00:24:49,910 --> 00:25:01,110
+C3 أو Zبتساوي C3 تمام
+
+280
+00:25:01,110 --> 00:25:06,650
+فالان بعد ما خلصنا عملية ال classification الان
+
+281
+00:25:06,650 --> 00:25:10,350
+الشغل التاني اللى هى بنشتغل فيها على ال evaluation
+
+282
+00:25:10,350 --> 00:25:15,470
+جزئية ال evaluation ونشوف هى جزئية ال evaluation
+
+283
+00:25:15,470 --> 00:25:23,760
+بتاعتنا هنلاحظ أنه بدي أعملهابنعمل اتحاد ل a تلاتة
+
+284
+00:25:23,760 --> 00:25:29,800
+لش ل a تلاتة؟ لأنه هيك ال rule a تلاتة و b واحد
+
+285
+00:25:29,800 --> 00:25:35,560
+فهي a تلاتة هناخد جزء ال a تلاتة بس لحاله هي
+
+286
+00:25:35,560 --> 00:25:39,880
+الطبيعي لو بدنا ناخدها كاملة كانت بهذا الشكلبهذا
+
+287
+00:25:39,880 --> 00:25:43,820
+الشكل لكن أنا مش محتاج لا ال a1 ولا ال a2 ال rule
+
+288
+00:25:43,820 --> 00:25:47,580
+هذه محتاجة a3 لأن هي ال premise بتاعتها a3 ف
+
+289
+00:25:47,580 --> 00:25:52,800
+automatically بناخد فقط ال set بتاعة a3 و هي اللي
+
+290
+00:25:52,800 --> 00:25:58,000
+بنحطها قدامنا و بتظل قدامنا b1 هتكون موجودة عندى
+
+291
+00:25:58,000 --> 00:26:03,460
+b1 تمام الآن في الحالة اللى موجودة عندنا هنا في
+
+292
+00:26:03,460 --> 00:26:07,800
+الحالة اللى موجودة عندى هنا or لما بتكلم عن عن or
+
+293
+00:26:08,850 --> 00:26:13,190
+بنتكلم عن ال or معناه
+
+294
+00:26:13,190 --> 00:26:16,150
+ذلك أنه بدي أشتغل على ال maximum الأن a3 جديش
+
+295
+00:26:16,150 --> 00:26:23,730
+قيمتها هنا لما عملنا processification عملنا عملية
+
+296
+00:26:23,730 --> 00:26:30,770
+processification عند a1 و عند a2 a3 مش موجودة حسب
+
+297
+00:26:30,770 --> 00:26:34,370
+القيمة اللي أخدناها و اللي بنشتغل عليها اللي هي 0
+
+298
+00:26:34,370 --> 00:26:48,310
+.4 0.6E3 صفر فإذن Zero طيب A1 O point one هاي B1
+
+299
+00:26:48,310 --> 00:26:53,370
+B1 O point one فصار عندي or من ال maximum من
+
+300
+00:26:53,370 --> 00:26:57,850
+الإتنين من ال maximum من الإتنين ال maximum من
+
+301
+00:26:57,850 --> 00:27:04,630
+الإتنين هي ال O point one لمين ل C1 فبنروح ل ال
+
+302
+00:27:04,630 --> 00:27:12,310
+part تبع C1وهو اللي بنعطيه جزء O.1 فبصير هذا الجزء
+
+303
+00:27:12,310 --> 00:27:20,150
+الناتج من الرول الأولى طيب الرول التانية A2
+
+304
+00:27:20,150 --> 00:27:32,190
+A2 فيها قيمة؟ أه فيها قيمة هي A2 A2 بتساوي O.2 ففي
+
+305
+00:27:32,190 --> 00:27:35,370
+عندي O.2 طيب Y
+
+306
+00:27:36,840 --> 00:27:44,520
+B2 هي B2 موجودة موجودة في الهقيمة الهقيمة هي B2 O
+
+307
+00:27:44,520 --> 00:27:50,080
+.7 فصار عندي O.2 و O.7 ايش الرابط اللي بينهم ايش
+
+308
+00:27:50,080 --> 00:27:52,840
+شكل ال junction اللي بينهم ال junction and يعني
+
+309
+00:27:52,840 --> 00:27:58,000
+باخد الأقل and معناته بناخد الأقل هناخد ال O.2
+
+310
+00:27:58,000 --> 00:28:01,460
+لمين بناخد ال O.2 ل C2
+
+311
+00:28:05,510 --> 00:28:09,930
+مش مانحطه مع C1 C1 خلاص كان نتيجي اللي هنا هذا ل
+
+312
+00:28:09,930 --> 00:28:15,310
+C2 تمام الآن خلصنا ال rule التانية ال rule التالتة
+
+313
+00:28:15,310 --> 00:28:18,450
+ال rule التالتة بتقول إيه X بتساوي إذا كان X
+
+314
+00:28:18,450 --> 00:28:26,170
+بتساوي A1 A1 حقيقة ال A1 هنا هنجد أنه هي 0.5 خلصنا
+
+315
+00:28:26,170 --> 00:28:30,650
+ال rule الأولى و التانية فننطلق لل rule التالتة و
+
+316
+00:28:30,650 --> 00:28:35,430
+اللي كنا بدنا من خلالها نحسب قيمةA L X إذا كانت
+
+317
+00:28:35,430 --> 00:28:40,750
+الـ X بتساوي A1 معنا ذلك إن Z بتساوي C3 فبنروح ل
+
+318
+00:28:40,750 --> 00:28:49,780
+A1 هل A1 لها قيمة أو degree؟الها degree قيمتها 0.5
+
+319
+00:28:49,780 --> 00:28:54,520
+فمعنا ذلك a1 عند ال 0.5 في اي premise تانية معاه
+
+320
+00:28:54,520 --> 00:28:57,080
+مافيش اي premise تانية ف automatically هي لحالها
+
+321
+00:28:57,080 --> 00:29:01,140
+بتيجي لا في معاها or ولا معاها and فكما هي ل c
+
+322
+00:29:01,140 --> 00:29:06,900
+تلاتة مع c تلاتة الان خلصنا جزئية ال evaluation
+
+323
+00:29:06,900 --> 00:29:12,910
+فصار عندى الجزئية التانية اللى بدنا نروح لهاهي ال
+
+324
+00:29:12,910 --> 00:29:17,630
+aggregation جزئية ال aggregation طيب الآن كيف ممكن
+
+325
+00:29:17,630 --> 00:29:23,090
+انا اتعامل مع عملية القطع هذه عملية القطع اللي
+
+326
+00:29:23,090 --> 00:29:28,890
+بنعملها لما كنا بنقول في عندي بهذا الشكل نفترض
+
+327
+00:29:28,890 --> 00:29:32,730
+طبعا هي بتكونش بهذا الشكل بالظبط البداية و النهاية
+
+328
+00:29:32,730 --> 00:29:41,490
+بكونوا هي كدهلما نقول هذا الـ output اللي هي Z
+
+329
+00:29:41,490 --> 00:29:48,110
+والـ C .. C1 .. C2 .. C3 ونعمل قطع هنا أو نعمل قطع
+
+330
+00:29:48,110 --> 00:29:52,670
+هنا ونقول هذه قيمة 0.5 فالنتج المفروض هنا بتطلع 0
+
+331
+00:29:52,670 --> 00:29:58,350
+.5 نشتغل بهذا الجزء فقط كيف ممكن ناخد هذا الجزء؟
+
+332
+00:29:58,350 --> 00:30:03,610
+الحقيقة في طريقتين في طريقة clippingاللي هو اجسه
+
+333
+00:30:03,610 --> 00:30:07,550
+هكذا و خلاص و نجسه كما هو بشكل و هذه هي الاكثر
+
+334
+00:30:07,550 --> 00:30:10,530
+استخداما للحقيقة اللي هي عملية ال clipping بهذا
+
+335
+00:30:10,530 --> 00:30:19,650
+الشكل ناخد الجزء هذا و نقول هذا الناتج ل C2 ل C2
+
+336
+00:30:19,650 --> 00:30:26,510
+كويسة الان بالنسبة ل C3ممكن يكون نفس الشغلة إن جُص
+
+337
+00:30:26,510 --> 00:30:29,970
+عنده ونقول هي C3 كويس هذه طريقة ال clipping
+
+338
+00:30:29,970 --> 00:30:32,950
+والغالب زي ما قلنا هي المستعمل أكتر في الطريقة
+
+339
+00:30:32,950 --> 00:30:39,650
+التانية الطريقة التانية إنه أجي أقطع هنا نفس الشكل
+
+340
+00:30:39,650 --> 00:30:46,490
+ال shape نفسها لل relationship هذه بنضغطها فبنعمل
+
+341
+00:30:46,490 --> 00:30:52,550
+scaling على جد القيمة اللي المفروض نعمل قطع عندها
+
+342
+00:30:52,550 --> 00:31:00,310
+عند ال O.5فبناخد الجزء هذا هيك بهذا الشكل ففي
+
+343
+00:31:00,310 --> 00:31:03,770
+طريقتين زي ما قلنا طريقة ال clipping هي الأكثر
+
+344
+00:31:03,770 --> 00:31:08,310
+استخداما ففي عندك clipping وفي عندك scaling هذه
+
+345
+00:31:08,310 --> 00:31:11,750
+طريقة و هذه طريقة و زي ما شوفنا ممكن تكون بهذا
+
+346
+00:31:11,750 --> 00:31:14,950
+الشكل ال shape اللي كان عندك .. كيف شكل ال shape
+
+347
+00:31:14,950 --> 00:31:20,330
+نفسه هو نفسه بحافظ عليهلكن في قيمة القطع اللى
+
+348
+00:31:20,330 --> 00:31:23,830
+المفروض اقطع عنده ال clipping لأ بقطعه خلاص و بنجف
+
+349
+00:31:23,830 --> 00:31:26,910
+على هيك و هي أسهل و يقل أكتر استخداما للحقيقة
+
+350
+00:31:26,910 --> 00:31:30,490
+فاحنا هنستخدم جزئية ال clipping رغم أن هو يوجد
+
+351
+00:31:30,490 --> 00:31:37,110
+أكتر من طريقة كويس الجزء التالتاللي بدنا نشتغل
+
+352
+00:31:37,110 --> 00:31:41,810
+عليه هي الخطوة تلاتة الـ aggregation of the rule
+
+353
+00:31:41,810 --> 00:31:46,070
+outputs صار فيه عندى outputs اتجمعت من مجموعة ال
+
+354
+00:31:46,070 --> 00:31:50,970
+rules فصار عندى على حسب عدد ال rules عدد outputs
+
+355
+00:31:50,970 --> 00:31:55,310
+اللي دلوقتي بدنا نعملهم تجميع كلهم بدنا نجمحهم
+
+356
+00:31:55,310 --> 00:32:04,670
+فهنمسك C1 C2 وC3 ونشوف إذا C1 نتجت من أكتر من rule
+
+357
+00:32:06,680 --> 00:32:11,840
+إيش بنسوي؟ بنشتغل نفس فكرة لو عندي أكتر من rule و
+
+358
+00:32:11,840 --> 00:32:19,340
+بنعمل عملية التأكيد أو عدم التأكيدأما إذا كان زي
+
+359
+00:32:19,340 --> 00:32:24,300
+الحالة اللي عندي .. عندي C1 عندي C2 وعندي C3 و بس
+
+360
+00:32:24,300 --> 00:32:29,660
+فبنحطهم جانب بعض و بنجمحهم بهذا الشكل .. هنحطهم و
+
+361
+00:32:29,660 --> 00:32:33,460
+نجمحهم بهذا الشكل فبيصبح عندي ال summation أو ال
+
+362
+00:32:33,460 --> 00:32:38,680
+aggregation للكل هو هذا الشكل اللي موجود عندي 0.1
+
+363
+00:32:38,680 --> 00:32:46,910
+0.2 0.5 .. 0.5 تمامالان بعد ما خلصنا هذا الجزء
+
+364
+00:32:46,910 --> 00:32:51,930
+بيظل عملية اخيرة هي الـ diversification في عملية
+
+365
+00:32:51,930 --> 00:32:56,270
+ال diversification انا كيف ممكن ارجع الشكل هذا
+
+366
+00:32:56,270 --> 00:33:02,150
+اللي هو fuzzy انا قاعد بقولله هي .. يعني احنا
+
+367
+00:33:02,150 --> 00:33:08,810
+متكلم هنا عن ال C اللي هي ال risk هي risk او not
+
+368
+00:33:08,810 --> 00:33:19,330
+riskأمن بنسبة 0.1 هي normal 0.2 هي risk 0.5 low و
+
+369
+00:33:19,330 --> 00:33:24,590
+normal و high لل riskمش منطقية مش منطقية وكيف بده
+
+370
+00:33:24,590 --> 00:33:27,910
+يتقبلها ال manager ك user ل ال system تبعنا
+
+371
+00:33:27,910 --> 00:33:33,470
+ويتعامل مع معلومة هلمية بهذا الشكل هلمية بمعنى
+
+372
+00:33:33,470 --> 00:33:37,310
+fuzzy يعني ضبابي لأ محتاجين نرجعله إياها نعمله
+
+373
+00:33:37,310 --> 00:33:40,910
+defuzzification فعشان نعمله أخر خطوة في عملية ال
+
+374
+00:33:40,910 --> 00:33:44,840
+defuzzificationبحيث انه في الآخر اعطيله رقم واحد
+
+375
+00:33:44,840 --> 00:33:49,140
+بدنا نعطيله ال output ك single number رقم واحد هو
+
+376
+00:33:49,140 --> 00:33:53,060
+يتعامل بناء عليه طيب عشان نعمل الكلام هذا محتاج ال
+
+377
+00:33:53,060 --> 00:33:56,880
+area اللي طلعت عندي هذه نحسبلها ال center of
+
+378
+00:33:56,880 --> 00:34:01,900
+gravity ف ال COG أو ال center of gravity gravity
+
+379
+00:34:01,900 --> 00:34:09,100
+اللي هو نقطة التوازن تبعتها نقطة الثقل تبعها ال
+
+380
+00:34:09,100 --> 00:34:14,680
+COG من خلال عملية integrationبالنسبة لممداني لاجد
+
+381
+00:34:14,680 --> 00:34:18,260
+ده محلج انه لأ ممكن نطور هالمعادلة هذه تتغير بحيث
+
+382
+00:34:18,260 --> 00:34:21,880
+انه بدل ما هي ممداني بنستخدم integration ممكن لأ
+
+383
+00:34:21,880 --> 00:34:25,400
+ان نستخدم summation واحنا عارفين الفرق بين
+
+384
+00:34:25,400 --> 00:34:28,660
+integration و summation هي continuous ولا discrete
+
+385
+00:34:28,660 --> 00:34:34,200
+بحيث انه بجمع بنعمل integration او تجميع لمجموعة
+
+386
+00:34:34,200 --> 00:34:39,940
+الميوز ال degreesل X مضروبة في X على مجموعة
+
+387
+00:34:39,940 --> 00:34:43,860
+degrees على مجموعة degrees لكل الشكل اللي بيكون
+
+388
+00:34:43,860 --> 00:34:48,240
+ناتج عندنا فبنكون طلعانا له قيمة تمثل ال center of
+
+389
+00:34:48,240 --> 00:34:53,260
+gravity في الحالة اللي عندنا هاي المثال تبعنا كان
+
+390
+00:34:53,260 --> 00:34:59,240
+بهذا الشكل 0.1 0.2 0.5بدنا نشتغل عليهم ففي هيك
+
+391
+00:34:59,240 --> 00:35:04,520
+حالة ممكن ببساطة جدا نقول وين ال center of the
+
+392
+00:35:04,520 --> 00:35:08,040
+graffiti للشكل الهندسي هذا لو مسيقناها وورجة
+
+393
+00:35:08,040 --> 00:35:15,080
+وجسسناها بهذا الشكل الشكل الأسود هنا جديش القيمة
+
+394
+00:35:15,080 --> 00:35:20,880
+اللي ممكن لو حطيت الورقة هذه الجلم تحتها بشكل أفقي
+
+395
+00:35:20,880 --> 00:35:26,060
+حتى توازناللي هو مركز الثقل تبعها مركز ثقلها فوين
+
+396
+00:35:26,060 --> 00:35:33,360
+موجودة هنحسبها كتالي هنقول صفر هناخده واحدة واحدة
+
+397
+00:35:33,360 --> 00:35:43,260
+هنا الصفر في قيمته 0.1 زائد عشرة في 0.1 زائد عشرين
+
+398
+00:35:43,260 --> 00:35:50,670
+في 0.1 زائد تلاتين في 0.2زائد اربعين في O.2 خمسين
+
+399
+00:35:50,670 --> 00:35:59,210
+في O.2 ستين في O.2 سبعين O.5 تمانين O.5 تسعين O.5
+
+400
+00:35:59,210 --> 00:36:06,110
+ومية برضه في O.5 هذه تجميع لكن على جداش على
+
+401
+00:36:06,110 --> 00:36:10,390
+المتوسط فبدنا نروح نجمع كل القيم اللي اتحوجت عندى
+
+402
+00:36:10,390 --> 00:36:18,780
+فهيكون علىO.1 plus O.1 plus O.1 plus O.2 O.2 O.2 O
+
+403
+00:36:18,780 --> 00:36:20,980
+.2 O.5555
+
+404
+00:36:22,510 --> 00:36:27,030
+بتجمحهم وبنقسم فبيطلع عندي ال center of gravity ال
+
+405
+00:36:27,030 --> 00:36:31,030
+center of gravity تمام فهذه العملية الحسابية هنا
+
+406
+00:36:31,030 --> 00:36:33,910
+طبعا وفرنا على حالنا شوية عساس ان ال o point one
+
+407
+00:36:33,910 --> 00:36:39,470
+هو عامل مشترك لرقم اتنين تلاتة فتجميحهم في الرقم و
+
+408
+00:36:39,470 --> 00:36:43,050
+هنا نفس الكلام واحد اتنين تلاتة اربعة برضه تجميحهم
+
+409
+00:36:43,050 --> 00:36:46,690
+في ال o point two و هنا واحد اتنين تلاتة اربعة في
+
+410
+00:36:46,690 --> 00:36:57,250
+o point five علىالـ 0.1 في 3 0.2 في 4 0.5 في 4
+
+411
+00:36:57,250 --> 00:37:06,910
+بيطلع 67.4 أو 0.4 ف 67.4 بنقدر نقول إنه هذا هو
+
+412
+00:37:06,910 --> 00:37:11,930
+القرار النهائي اللي هيعطاه لل user بحيث إنه يقرر
+
+413
+00:37:11,930 --> 00:37:15,710
+بناء عليه هل هذا هيك risk ولا مش risk فلما أقوله
+
+414
+00:37:15,710 --> 00:37:21,240
+67% المشروع هذا فيه riskهذه المعلومة بيقدر يفهمها
+
+415
+00:37:21,240 --> 00:37:23,760
+بيقدر يتعامل معاها
+
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/oqsSZMDrS-I_raw.json b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/oqsSZMDrS-I_raw.json
new file mode 100644
index 0000000000000000000000000000000000000000..053f57f07fcaa0b4aafca251500e2b994a892e8b
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/oqsSZMDrS-I_raw.json
@@ -0,0 +1 @@
+{"segments": [{"id": 1, "seek": 3083, "start": 7.65, "end": 30.83, "text": "مثال؟ أمثلة كثيرة الحقيقة ممكن برضه نربطها من خلال أكتر من antecedence أو أكتر من premise زي لما نقول والله if project duration is long and project staffing is large and project funding is inadequate then risk is high", "tokens": [2304, 12984, 6027, 22807, 5551, 2304, 12984, 37977, 9122, 12984, 48923, 21542, 38436, 28671, 3714, 43020, 4724, 43042, 3224, 8717, 25513, 9566, 11296, 9154, 16490, 1211, 6027, 5551, 4117, 2655, 2288, 9154, 23411, 1232, 655, 34051, 5551, 4117, 2655, 2288, 9154, 22045, 30767, 1829, 5296, 15042, 8717, 39648, 16070, 43761, 498, 1716, 16365, 307, 938, 293, 1716, 38918, 307, 2416, 293, 1716, 6137, 307, 42107, 550, 3148, 307, 1090], "avg_logprob": -0.17611607717616218, "compression_ratio": 1.5026178010471205, "no_speech_prob": 0.0, "words": [{"start": 7.649999999999999, "end": 8.61, "word": "مثال؟", "probability": 0.732391357421875}, {"start": 8.61, "end": 9.45, "word": " أمثلة", "probability": 0.86962890625}, {"start": 9.45, "end": 9.71, "word": " كثيرة", "probability": 0.8076171875}, {"start": 9.71, "end": 10.17, "word": " الحقيقة", "probability": 0.8505859375}, {"start": 10.17, "end": 10.57, "word": " ممكن", "probability": 0.761962890625}, {"start": 10.57, "end": 10.83, "word": " برضه", "probability": 0.8678385416666666}, {"start": 10.83, "end": 11.45, "word": " نربطها", "probability": 0.98291015625}, {"start": 11.45, "end": 11.89, "word": " من", "probability": 0.98388671875}, {"start": 11.89, "end": 12.43, "word": " خلال", "probability": 0.99658203125}, {"start": 12.43, "end": 13.77, "word": " أكتر", "probability": 0.649993896484375}, {"start": 13.77, "end": 13.91, "word": " من", "probability": 0.974609375}, {"start": 13.91, "end": 14.59, "word": " antecedence", "probability": 0.6793619791666666}, {"start": 14.59, "end": 14.77, "word": " أو", "probability": 0.84033203125}, {"start": 14.77, "end": 15.09, "word": " أكتر", "probability": 0.9549560546875}, {"start": 15.09, "end": 15.25, "word": " من", "probability": 0.99658203125}, {"start": 15.25, "end": 15.71, "word": " premise", "probability": 0.58203125}, {"start": 15.71, "end": 16.41, "word": " زي", "probability": 0.95068359375}, {"start": 16.41, "end": 16.57, "word": " لما", "probability": 0.902099609375}, {"start": 16.57, "end": 16.79, "word": " نقول", "probability": 0.97607421875}, {"start": 16.79, "end": 17.15, "word": " والله", "probability": 0.789306640625}, {"start": 17.15, "end": 18.19, "word": " if", "probability": 0.68212890625}, {"start": 18.19, "end": 19.09, "word": " project", "probability": 0.96630859375}, {"start": 19.09, "end": 19.63, "word": " duration", "probability": 0.982421875}, {"start": 19.63, "end": 19.87, "word": " is", "probability": 0.966796875}, {"start": 19.87, "end": 20.25, "word": " long", "probability": 0.94873046875}, {"start": 20.25, "end": 21.31, "word": " and", "probability": 0.88916015625}, {"start": 21.31, "end": 22.61, "word": " project", "probability": 0.9775390625}, {"start": 22.61, "end": 23.97, "word": " staffing", "probability": 0.95849609375}, {"start": 23.97, "end": 24.45, "word": " is", "probability": 0.96923828125}, {"start": 24.45, "end": 25.05, "word": " large", "probability": 0.97509765625}, {"start": 25.05, "end": 25.69, "word": " and", "probability": 0.92578125}, {"start": 25.69, "end": 26.11, "word": " project", "probability": 0.9775390625}, {"start": 26.11, "end": 26.53, "word": " funding", "probability": 0.953125}, {"start": 26.53, "end": 26.91, "word": " is", "probability": 0.94140625}, {"start": 26.91, "end": 27.67, "word": " inadequate", "probability": 0.87939453125}, {"start": 27.67, "end": 29.01, "word": " then", "probability": 0.76806640625}, {"start": 29.01, "end": 29.75, "word": " risk", "probability": 0.94921875}, {"start": 29.75, "end": 30.15, "word": " is", "probability": 0.97119140625}, {"start": 30.15, "end": 30.83, "word": " high", "probability": 0.91650390625}], "temperature": 1.0}, {"id": 2, "seek": 5909, "start": 31.49, "end": 59.09, "text": "فإذا كان الـ duration لل project طويل المشروع كتير طويل العاملين في المشروع اكتر عددهم كبير و ال fund تبعه inadequate بمعنى غير كافي فأكيد ال risk في فشل المشروع عالي طيب if .. و نوصل نقع في التانية if service is excellent إذا كان الخدمة ممتازة", "tokens": [5172, 28814, 15730, 25961, 2423, 39184, 16365, 24976, 1716, 23032, 2407, 26895, 9673, 8592, 32887, 3615, 9122, 2655, 13546, 23032, 2407, 26895, 18863, 10943, 1211, 9957, 8978, 9673, 8592, 32887, 3615, 1975, 4117, 2655, 2288, 6225, 3215, 3215, 16095, 9122, 3555, 13546, 4032, 2423, 2374, 6055, 3555, 3615, 3224, 42107, 4724, 2304, 3615, 1863, 7578, 32771, 13546, 9122, 31845, 1829, 6156, 10721, 4117, 25708, 2423, 3148, 8978, 6156, 8592, 1211, 9673, 8592, 32887, 3615, 6225, 6027, 1829, 23032, 1829, 3555, 498, 4386, 4032, 8717, 2407, 36520, 8717, 4587, 3615, 8978, 16712, 7649, 10632, 498, 2643, 307, 7103, 11933, 15730, 25961, 33962, 40448, 3660, 3714, 2304, 2655, 31377, 3660], "avg_logprob": -0.15194953745658243, "compression_ratio": 1.63135593220339, "no_speech_prob": 0.0, "words": [{"start": 31.49, "end": 31.85, "word": "فإذا", "probability": 0.8673502604166666}, {"start": 31.85, "end": 32.23, "word": " كان", "probability": 0.9931640625}, {"start": 32.23, "end": 32.99, "word": " الـ", "probability": 0.4639892578125}, {"start": 32.99, "end": 33.41, "word": " duration", "probability": 0.9482421875}, {"start": 33.41, "end": 33.65, "word": " لل", "probability": 0.3818359375}, {"start": 33.65, "end": 33.99, "word": " project", "probability": 0.8857421875}, {"start": 33.99, "end": 34.47, "word": " طويل", "probability": 0.9296875}, {"start": 34.47, "end": 35.71, "word": " المشروع", "probability": 0.84381103515625}, {"start": 35.71, "end": 35.97, "word": " كتير", "probability": 0.732421875}, {"start": 35.97, "end": 36.39, "word": " طويل", "probability": 0.9261067708333334}, {"start": 36.39, "end": 37.69, "word": " العاملين", "probability": 0.82269287109375}, {"start": 37.69, "end": 37.79, "word": " في", "probability": 0.95947265625}, {"start": 37.79, "end": 38.25, "word": " المشروع", "probability": 0.9962158203125}, {"start": 38.25, "end": 38.81, "word": " اكتر", "probability": 0.7843017578125}, {"start": 38.81, "end": 39.19, "word": " عددهم", "probability": 0.9302978515625}, {"start": 39.19, "end": 39.57, "word": " كبير", "probability": 0.9959309895833334}, {"start": 39.57, "end": 40.23, "word": " و", "probability": 0.82666015625}, {"start": 40.23, "end": 40.73, "word": " ال", "probability": 0.6640625}, {"start": 40.73, "end": 40.99, "word": " fund", "probability": 0.400634765625}, {"start": 40.99, "end": 41.51, "word": " تبعه", "probability": 0.92529296875}, {"start": 41.51, "end": 42.63, "word": " inadequate", "probability": 0.943359375}, {"start": 42.63, "end": 43.67, "word": " بمعنى", "probability": 0.96923828125}, {"start": 43.67, "end": 43.99, "word": " غير", "probability": 0.991943359375}, {"start": 43.99, "end": 44.73, "word": " كافي", "probability": 0.9837239583333334}, {"start": 44.73, "end": 45.55, "word": " فأكيد", "probability": 0.9715576171875}, {"start": 45.55, "end": 45.71, "word": " ال", "probability": 0.939453125}, {"start": 45.71, "end": 46.03, "word": " risk", "probability": 0.9736328125}, {"start": 46.03, "end": 46.41, "word": " في", "probability": 0.90576171875}, {"start": 46.41, "end": 46.71, "word": " فشل", "probability": 0.9807942708333334}, {"start": 46.71, "end": 47.23, "word": " المشروع", "probability": 0.9959716796875}, {"start": 47.23, "end": 48.37, "word": " عالي", "probability": 0.9728190104166666}, {"start": 48.37, "end": 49.23, "word": " طيب", "probability": 0.94384765625}, {"start": 49.23, "end": 50.27, "word": " if", "probability": 0.587890625}, {"start": 50.27, "end": 50.49, "word": " ..", "probability": 0.353759765625}, {"start": 50.49, "end": 53.37, "word": " و", "probability": 0.3359375}, {"start": 53.37, "end": 53.65, "word": " نوصل", "probability": 0.8033854166666666}, {"start": 53.65, "end": 53.81, "word": " نقع", "probability": 0.8427734375}, {"start": 53.81, "end": 53.93, "word": " في", "probability": 0.8525390625}, {"start": 53.93, "end": 54.27, "word": " التانية", "probability": 0.9723307291666666}, {"start": 54.27, "end": 54.83, "word": " if", "probability": 0.5791015625}, {"start": 54.83, "end": 55.91, "word": " service", "probability": 0.75146484375}, {"start": 55.91, "end": 56.37, "word": " is", "probability": 0.9736328125}, {"start": 56.37, "end": 57.09, "word": " excellent", "probability": 0.92431640625}, {"start": 57.09, "end": 57.57, "word": " إذا", "probability": 0.848388671875}, {"start": 57.57, "end": 57.75, "word": " كان", "probability": 0.994140625}, {"start": 57.75, "end": 58.29, "word": " الخدمة", "probability": 0.9749348958333334}, {"start": 58.29, "end": 59.09, "word": " ممتازة", "probability": 0.98134765625}], "temperature": 1.0}, {"id": 3, "seek": 8391, "start": 60.01, "end": 83.91, "text": "or food is delicious أو الطعام شهي then tip is generous بمعنى ال tip أو الإكرامية هتكون عالية فهنا في الحالة هذه إذا كان والله الخدمة ممتازة بعطي إكرامية زيادة أو إذا كان الأكل شهي أنا انبسطت في الأكل فبرضه بعطي tips زيادة أو الأولى كانت and التانية أو", "tokens": [284, 1755, 307, 4809, 34051, 41950, 3615, 10943, 13412, 3224, 1829, 550, 4125, 307, 14537, 4724, 2304, 3615, 1863, 7578, 2423, 4125, 34051, 33688, 37983, 10943, 10632, 8032, 2655, 30544, 6225, 6027, 10632, 6156, 3224, 8315, 8978, 21542, 6027, 3660, 29538, 11933, 15730, 25961, 16070, 43761, 33962, 40448, 3660, 3714, 2304, 2655, 31377, 3660, 45030, 9566, 1829, 11933, 37983, 10943, 10632, 30767, 1829, 18513, 3660, 34051, 11933, 15730, 25961, 16247, 28820, 13412, 3224, 1829, 41850, 16472, 3555, 3794, 9566, 2655, 8978, 16247, 28820, 6156, 26890, 11242, 3224, 45030, 9566, 1829, 6082, 30767, 1829, 18513, 3660, 34051, 16247, 12610, 7578, 25961, 2655, 293, 16712, 7649, 10632, 34051], "avg_logprob": -0.09849590801189993, "compression_ratio": 1.8149779735682818, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 60.01, "end": 60.49, "word": "or", "probability": 0.525390625}, {"start": 60.49, "end": 61.27, "word": " food", "probability": 0.8076171875}, {"start": 61.27, "end": 61.59, "word": " is", "probability": 0.9755859375}, {"start": 61.59, "end": 62.33, "word": " delicious", "probability": 0.88818359375}, {"start": 62.33, "end": 63.13, "word": " أو", "probability": 0.6162109375}, {"start": 63.13, "end": 63.87, "word": " الطعام", "probability": 0.9856770833333334}, {"start": 63.87, "end": 64.37, "word": " شهي", "probability": 0.8740234375}, {"start": 64.37, "end": 64.97, "word": " then", "probability": 0.814453125}, {"start": 64.97, "end": 65.55, "word": " tip", "probability": 0.85986328125}, {"start": 65.55, "end": 65.87, "word": " is", "probability": 0.966796875}, {"start": 65.87, "end": 66.79, "word": " generous", "probability": 0.96337890625}, {"start": 66.79, "end": 68.17, "word": " بمعنى", "probability": 0.948046875}, {"start": 68.17, "end": 68.41, "word": " ال", "probability": 0.7568359375}, {"start": 68.41, "end": 68.63, "word": " tip", "probability": 0.7978515625}, {"start": 68.63, "end": 68.87, "word": " أو", "probability": 0.6142578125}, {"start": 68.87, "end": 69.33, "word": " الإكرامية", "probability": 0.9140625}, {"start": 69.33, "end": 69.77, "word": " هتكون", "probability": 0.8214518229166666}, {"start": 69.77, "end": 70.17, "word": " عالية", "probability": 0.9930013020833334}, {"start": 70.17, "end": 70.61, "word": " فهنا", "probability": 0.8981119791666666}, {"start": 70.61, "end": 70.71, "word": " في", "probability": 0.90283203125}, {"start": 70.71, "end": 71.01, "word": " الحالة", "probability": 0.9869791666666666}, {"start": 71.01, "end": 71.27, "word": " هذه", "probability": 0.80615234375}, {"start": 71.27, "end": 71.75, "word": " إذا", "probability": 0.9228515625}, {"start": 71.75, "end": 71.95, "word": " كان", "probability": 0.99169921875}, {"start": 71.95, "end": 72.21, "word": " والله", "probability": 0.799072265625}, {"start": 72.21, "end": 72.65, "word": " الخدمة", "probability": 0.9599609375}, {"start": 72.65, "end": 73.49, "word": " ممتازة", "probability": 0.97998046875}, {"start": 73.49, "end": 74.03, "word": " بعطي", "probability": 0.8013509114583334}, {"start": 74.03, "end": 74.57, "word": " إكرامية", "probability": 0.9356689453125}, {"start": 74.57, "end": 75.03, "word": " زيادة", "probability": 0.978271484375}, {"start": 75.03, "end": 75.45, "word": " أو", "probability": 0.880859375}, {"start": 75.45, "end": 76.71, "word": " إذا", "probability": 0.977294921875}, {"start": 76.71, "end": 76.99, "word": " كان", "probability": 0.99365234375}, {"start": 76.99, "end": 77.31, "word": " الأكل", "probability": 0.924560546875}, {"start": 77.31, "end": 77.59, "word": " شهي", "probability": 0.97998046875}, {"start": 77.59, "end": 77.75, "word": " أنا", "probability": 0.85888671875}, {"start": 77.75, "end": 78.15, "word": " انبسطت", "probability": 0.9412109375}, {"start": 78.15, "end": 78.21, "word": " في", "probability": 0.95166015625}, {"start": 78.21, "end": 78.51, "word": " الأكل", "probability": 0.9609375}, {"start": 78.51, "end": 79.07, "word": " فبرضه", "probability": 0.962646484375}, {"start": 79.07, "end": 79.43, "word": " بعطي", "probability": 0.93994140625}, {"start": 79.43, "end": 80.21, "word": " tips", "probability": 0.89990234375}, {"start": 80.21, "end": 80.69, "word": " زيادة", "probability": 0.988037109375}, {"start": 80.69, "end": 80.93, "word": " أو", "probability": 0.8662109375}, {"start": 80.93, "end": 82.03, "word": " الأولى", "probability": 0.9026692708333334}, {"start": 82.03, "end": 82.31, "word": " كانت", "probability": 0.943115234375}, {"start": 82.31, "end": 82.69, "word": " and", "probability": 0.9599609375}, {"start": 82.69, "end": 83.47, "word": " التانية", "probability": 0.8792317708333334}, {"start": 83.47, "end": 83.91, "word": " أو", "probability": 0.69140625}], "temperature": 1.0}, {"id": 4, "seek": 11235, "start": 85.67, "end": 112.35, "text": "تمام الان ممكن يكون لأ ممكن يكون عندى اكتر من consequent او اكتر من ناتج اكتر من conclusion فزي لما نقول والله if temperature is high او is hot حقيقة then hot water is reduced and اتنين صاروا cold water is increased فإذا", "tokens": [39237, 10943, 2423, 7649, 3714, 43020, 7251, 30544, 5296, 10721, 3714, 43020, 7251, 30544, 43242, 7578, 1975, 4117, 2655, 2288, 9154, 7242, 317, 1975, 2407, 1975, 4117, 2655, 2288, 9154, 8717, 9307, 7435, 1975, 4117, 2655, 2288, 9154, 10063, 6156, 11622, 1829, 5296, 15042, 8717, 39648, 16070, 43761, 498, 4292, 307, 1090, 1975, 2407, 307, 2368, 11331, 38436, 28671, 550, 2368, 1281, 307, 9212, 293, 1975, 2655, 1863, 9957, 20328, 9640, 14407, 3554, 1281, 307, 6505, 6156, 28814, 15730], "avg_logprob": -0.12255859393626452, "compression_ratio": 1.5736040609137056, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 85.67, "end": 86.59, "word": "تمام", "probability": 0.85546875}, {"start": 86.59, "end": 87.51, "word": " الان", "probability": 0.57305908203125}, {"start": 87.51, "end": 88.43, "word": " ممكن", "probability": 0.944091796875}, {"start": 88.43, "end": 88.69, "word": " يكون", "probability": 0.993408203125}, {"start": 88.69, "end": 88.99, "word": " لأ", "probability": 0.962158203125}, {"start": 88.99, "end": 89.35, "word": " ممكن", "probability": 0.796142578125}, {"start": 89.35, "end": 89.75, "word": " يكون", "probability": 0.97802734375}, {"start": 89.75, "end": 90.19, "word": " عندى", "probability": 0.694091796875}, {"start": 90.19, "end": 90.65, "word": " اكتر", "probability": 0.87353515625}, {"start": 90.65, "end": 90.99, "word": " من", "probability": 0.9951171875}, {"start": 90.99, "end": 93.13, "word": " consequent", "probability": 0.7001953125}, {"start": 93.13, "end": 93.39, "word": " او", "probability": 0.95263671875}, {"start": 93.39, "end": 93.81, "word": " اكتر", "probability": 0.9866943359375}, {"start": 93.81, "end": 94.09, "word": " من", "probability": 0.99658203125}, {"start": 94.09, "end": 94.73, "word": " ناتج", "probability": 0.9864908854166666}, {"start": 94.73, "end": 95.35, "word": " اكتر", "probability": 0.9813232421875}, {"start": 95.35, "end": 95.45, "word": " من", "probability": 0.9970703125}, {"start": 95.45, "end": 95.91, "word": " conclusion", "probability": 0.95556640625}, {"start": 95.91, "end": 96.67, "word": " فزي", "probability": 0.9207356770833334}, {"start": 96.67, "end": 96.81, "word": " لما", "probability": 0.960693359375}, {"start": 96.81, "end": 97.03, "word": " نقول", "probability": 0.903564453125}, {"start": 97.03, "end": 97.31, "word": " والله", "probability": 0.805419921875}, {"start": 97.31, "end": 98.05, "word": " if", "probability": 0.91259765625}, {"start": 98.05, "end": 98.77, "word": " temperature", "probability": 0.931640625}, {"start": 98.77, "end": 99.17, "word": " is", "probability": 0.970703125}, {"start": 99.17, "end": 99.53, "word": " high", "probability": 0.9111328125}, {"start": 99.53, "end": 100.39, "word": " او", "probability": 0.942138671875}, {"start": 100.39, "end": 100.59, "word": " is", "probability": 0.9345703125}, {"start": 100.59, "end": 100.89, "word": " hot", "probability": 0.9677734375}, {"start": 100.89, "end": 101.39, "word": " حقيقة", "probability": 0.892578125}, {"start": 101.39, "end": 102.41, "word": " then", "probability": 0.8642578125}, {"start": 102.41, "end": 103.55, "word": " hot", "probability": 0.943359375}, {"start": 103.55, "end": 104.23, "word": " water", "probability": 0.9306640625}, {"start": 104.23, "end": 104.57, "word": " is", "probability": 0.97216796875}, {"start": 104.57, "end": 105.23, "word": " reduced", "probability": 0.91455078125}, {"start": 105.23, "end": 106.91, "word": " and", "probability": 0.94140625}, {"start": 106.91, "end": 108.17, "word": " اتنين", "probability": 0.958251953125}, {"start": 108.17, "end": 108.61, "word": " صاروا", "probability": 0.9908854166666666}, {"start": 108.61, "end": 109.29, "word": " cold", "probability": 0.91796875}, {"start": 109.29, "end": 110.07, "word": " water", "probability": 0.91796875}, {"start": 110.07, "end": 110.79, "word": " is", "probability": 0.96484375}, {"start": 110.79, "end": 111.35, "word": " increased", "probability": 0.96533203125}, {"start": 111.35, "end": 112.35, "word": " فإذا", "probability": 0.6841634114583334}], "temperature": 1.0}, {"id": 5, "seek": 13093, "start": 113.25, "end": 130.93, "text": "في عندى ناتجين او two conclusions الحقيقة مش مش conclusion واحدة رغم انه في عندى input او premise واحدة تمام الان كل ال knowledge هذه اللى احنا اتكلمنا فيها عن ال expert system او ال fuzzy expert system بدنا نطبقها", "tokens": [41185, 43242, 7578, 8717, 9307, 7435, 9957, 1975, 2407, 732, 22865, 21542, 38436, 28671, 37893, 37893, 10063, 36764, 24401, 3660, 12602, 17082, 2304, 16472, 3224, 8978, 43242, 7578, 4846, 1975, 2407, 22045, 36764, 24401, 3660, 46811, 10943, 2423, 7649, 28242, 2423, 3601, 29538, 13672, 7578, 1975, 5016, 8315, 1975, 2655, 4117, 19528, 8315, 8978, 11296, 18871, 2423, 5844, 1185, 1975, 2407, 2423, 34710, 5844, 1185, 47525, 8315, 8717, 9566, 3555, 4587, 11296], "avg_logprob": -0.1656678082191781, "compression_ratio": 1.6153846153846154, "no_speech_prob": 0.0, "words": [{"start": 113.25, "end": 113.53, "word": "في", "probability": 0.358642578125}, {"start": 113.53, "end": 113.89, "word": " عندى", "probability": 0.6114501953125}, {"start": 113.89, "end": 114.41, "word": " ناتجين", "probability": 0.916748046875}, {"start": 114.41, "end": 114.63, "word": " او", "probability": 0.7452392578125}, {"start": 114.63, "end": 114.85, "word": " two", "probability": 0.78125}, {"start": 114.85, "end": 115.53, "word": " conclusions", "probability": 0.94189453125}, {"start": 115.53, "end": 116.05, "word": " الحقيقة", "probability": 0.9295247395833334}, {"start": 116.05, "end": 116.23, "word": " مش", "probability": 0.9736328125}, {"start": 116.23, "end": 116.67, "word": " مش", "probability": 0.22509765625}, {"start": 116.67, "end": 117.27, "word": " conclusion", "probability": 0.82275390625}, {"start": 117.27, "end": 117.75, "word": " واحدة", "probability": 0.974609375}, {"start": 117.75, "end": 118.11, "word": " رغم", "probability": 0.8592122395833334}, {"start": 118.11, "end": 118.25, "word": " انه", "probability": 0.7587890625}, {"start": 118.25, "end": 118.35, "word": " في", "probability": 0.93017578125}, {"start": 118.35, "end": 118.63, "word": " عندى", "probability": 0.7342529296875}, {"start": 118.63, "end": 118.97, "word": " input", "probability": 0.97900390625}, {"start": 118.97, "end": 119.33, "word": " او", "probability": 0.903076171875}, {"start": 119.33, "end": 119.65, "word": " premise", "probability": 0.90673828125}, {"start": 119.65, "end": 120.89, "word": " واحدة", "probability": 0.9827473958333334}, {"start": 120.89, "end": 122.11, "word": " تمام", "probability": 0.953125}, {"start": 122.11, "end": 122.75, "word": " الان", "probability": 0.723388671875}, {"start": 122.75, "end": 123.33, "word": " كل", "probability": 0.9736328125}, {"start": 123.33, "end": 123.45, "word": " ال", "probability": 0.9091796875}, {"start": 123.45, "end": 123.69, "word": " knowledge", "probability": 0.81103515625}, {"start": 123.69, "end": 124.05, "word": " هذه", "probability": 0.6298828125}, {"start": 124.05, "end": 124.43, "word": " اللى", "probability": 0.812255859375}, {"start": 124.43, "end": 124.57, "word": " احنا", "probability": 0.9482421875}, {"start": 124.57, "end": 125.07, "word": " اتكلمنا", "probability": 0.92197265625}, {"start": 125.07, "end": 125.35, "word": " فيها", "probability": 0.978515625}, {"start": 125.35, "end": 125.71, "word": " عن", "probability": 0.9873046875}, {"start": 125.71, "end": 126.35, "word": " ال", "probability": 0.94384765625}, {"start": 126.35, "end": 126.75, "word": " expert", "probability": 0.76318359375}, {"start": 126.75, "end": 127.27, "word": " system", "probability": 0.97412109375}, {"start": 127.27, "end": 127.43, "word": " او", "probability": 0.88916015625}, {"start": 127.43, "end": 127.55, "word": " ال", "probability": 0.7744140625}, {"start": 127.55, "end": 127.79, "word": " fuzzy", "probability": 0.955078125}, {"start": 127.79, "end": 128.33, "word": " expert", "probability": 0.91162109375}, {"start": 128.33, "end": 128.87, "word": " system", "probability": 0.97705078125}, {"start": 128.87, "end": 130.09, "word": " بدنا", "probability": 0.92919921875}, {"start": 130.09, "end": 130.93, "word": " نطبقها", "probability": 0.9783203125}], "temperature": 1.0}, {"id": 6, "seek": 15235, "start": 132.47, "end": 152.35, "text": "كل الكلام حلو، كويس، لكن كيفية تطبيقه على مثال، بمعنى محتاج inference، الاستنباط للقيم، كيف القيم هذا بدي أحولها لـFuzzy Range، و بعدين الـFuzzy Range هذا كيف بدي أرجع فيه بقيمة، أنا في النهاية بدي أحل سؤال أرجع بقيمة، okay أنا", "tokens": [28820, 2423, 28820, 10943, 11331, 1211, 2407, 12399, 9122, 45865, 3794, 12399, 44381, 9122, 33911, 10632, 6055, 9566, 21292, 4587, 3224, 15844, 50113, 6027, 12399, 4724, 2304, 3615, 1863, 7578, 3714, 33753, 26108, 38253, 12399, 42963, 14851, 1863, 3555, 41193, 24976, 4587, 32640, 12399, 9122, 33911, 25062, 32640, 23758, 4724, 16254, 5551, 5016, 12610, 11296, 5296, 39184, 37, 30601, 33778, 12399, 4032, 39182, 9957, 2423, 39184, 37, 30601, 33778, 23758, 9122, 33911, 4724, 16254, 5551, 47341, 3615, 8978, 3224, 4724, 4587, 32640, 3660, 12399, 41850, 8978, 28239, 11296, 10632, 4724, 16254, 5551, 5016, 1211, 8608, 33604, 6027, 5551, 47341, 3615, 4724, 4587, 32640, 3660, 12399, 1392, 41850], "avg_logprob": -0.18981481895402627, "compression_ratio": 1.7397260273972603, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 132.47, "end": 132.73, "word": "كل", "probability": 0.7373046875}, {"start": 132.73, "end": 133.03, "word": " الكلام", "probability": 0.9064127604166666}, {"start": 133.03, "end": 133.43, "word": " حلو،", "probability": 0.74932861328125}, {"start": 133.43, "end": 133.99, "word": " كويس،", "probability": 0.9205322265625}, {"start": 133.99, "end": 134.21, "word": " لكن", "probability": 0.96533203125}, {"start": 134.21, "end": 134.59, "word": " كيفية", "probability": 0.9560546875}, {"start": 134.59, "end": 135.45, "word": " تطبيقه", "probability": 0.9919921875}, {"start": 135.45, "end": 135.99, "word": " على", "probability": 0.861328125}, {"start": 135.99, "end": 137.23, "word": " مثال،", "probability": 0.739013671875}, {"start": 137.23, "end": 137.77, "word": " بمعنى", "probability": 0.9791015625}, {"start": 137.77, "end": 138.49, "word": " محتاج", "probability": 0.9581705729166666}, {"start": 138.49, "end": 139.91, "word": " inference،", "probability": 0.446533203125}, {"start": 139.91, "end": 141.35, "word": " الاستنباط", "probability": 0.90478515625}, {"start": 141.35, "end": 142.53, "word": " للقيم،", "probability": 0.79541015625}, {"start": 142.53, "end": 142.75, "word": " كيف", "probability": 0.981689453125}, {"start": 142.75, "end": 143.07, "word": " القيم", "probability": 0.968505859375}, {"start": 143.07, "end": 143.23, "word": " هذا", "probability": 0.182373046875}, {"start": 143.23, "end": 143.39, "word": " بدي", "probability": 0.6817626953125}, {"start": 143.39, "end": 144.01, "word": " أحولها", "probability": 0.862548828125}, {"start": 144.01, "end": 145.31, "word": " لـFuzzy", "probability": 0.68994140625}, {"start": 145.31, "end": 146.19, "word": " Range،", "probability": 0.73583984375}, {"start": 146.19, "end": 146.25, "word": " و", "probability": 0.5673828125}, {"start": 146.25, "end": 146.59, "word": " بعدين", "probability": 0.908447265625}, {"start": 146.59, "end": 146.89, "word": " الـFuzzy", "probability": 0.8565673828125}, {"start": 146.89, "end": 147.09, "word": " Range", "probability": 0.9736328125}, {"start": 147.09, "end": 147.23, "word": " هذا", "probability": 0.4453125}, {"start": 147.23, "end": 147.41, "word": " كيف", "probability": 0.973388671875}, {"start": 147.41, "end": 147.59, "word": " بدي", "probability": 0.94873046875}, {"start": 147.59, "end": 147.89, "word": " أرجع", "probability": 0.9620768229166666}, {"start": 147.89, "end": 148.07, "word": " فيه", "probability": 0.989990234375}, {"start": 148.07, "end": 148.77, "word": " بقيمة،", "probability": 0.89462890625}, {"start": 148.77, "end": 148.89, "word": " أنا", "probability": 0.87744140625}, {"start": 148.89, "end": 148.97, "word": " في", "probability": 0.92333984375}, {"start": 148.97, "end": 149.15, "word": " النهاية", "probability": 0.9217122395833334}, {"start": 149.15, "end": 149.47, "word": " بدي", "probability": 0.90380859375}, {"start": 149.47, "end": 150.15, "word": " أحل", "probability": 0.9806315104166666}, {"start": 150.15, "end": 150.73, "word": " سؤال", "probability": 0.8447265625}, {"start": 150.73, "end": 151.29, "word": " أرجع", "probability": 0.9025065104166666}, {"start": 151.29, "end": 152.03, "word": " بقيمة،", "probability": 0.90966796875}, {"start": 152.03, "end": 152.19, "word": " okay", "probability": 0.63330078125}, {"start": 152.19, "end": 152.35, "word": " أنا", "probability": 0.6044921875}], "temperature": 1.0}, {"id": 7, "seek": 17441, "start": 152.99, "end": 174.41, "text": "تماما متقدين بشكل كامل إنه إحنا فعلا بنتعامل مع مجموعة degrees لكن في النهاية أنا بدي ناتج نهائي واضح بدنا ناتج نهائي واضح مين اللي حللنا الموضوع هذا الحقيقة من خلال الـ fuzzy inference أو الاستدلال الطبابي هذا مامداني واحد اسمه مامداني وسيجينو", "tokens": [39237, 10943, 995, 44650, 28543, 9957, 4724, 8592, 28820, 9122, 10943, 1211, 36145, 3224, 11933, 5016, 8315, 6156, 3615, 15040, 44945, 2655, 3615, 10943, 1211, 20449, 3714, 7435, 2304, 45367, 3660, 5310, 44381, 8978, 28239, 11296, 10632, 41850, 4724, 16254, 8717, 9307, 7435, 8717, 3224, 16373, 1829, 4032, 46958, 5016, 47525, 8315, 8717, 9307, 7435, 8717, 3224, 16373, 1829, 4032, 46958, 5016, 3714, 9957, 13672, 1829, 11331, 1211, 1211, 8315, 9673, 2407, 11242, 45367, 23758, 21542, 38436, 28671, 9154, 16490, 1211, 6027, 2423, 39184, 34710, 38253, 34051, 42963, 14851, 3215, 1211, 6027, 41950, 3555, 16758, 1829, 23758, 3714, 10943, 3215, 7649, 1829, 36764, 24401, 24525, 2304, 3224, 3714, 10943, 3215, 7649, 1829, 46952, 1829, 7435, 9957, 2407], "avg_logprob": -0.13903601050882017, "compression_ratio": 1.8478260869565217, "no_speech_prob": 0.0, "words": [{"start": 152.99, "end": 153.45, "word": "تماما", "probability": 0.9169921875}, {"start": 153.45, "end": 154.15, "word": " متقدين", "probability": 0.6056315104166666}, {"start": 154.15, "end": 154.49, "word": " بشكل", "probability": 0.99365234375}, {"start": 154.49, "end": 154.97, "word": " كامل", "probability": 0.9969075520833334}, {"start": 154.97, "end": 155.53, "word": " إنه", "probability": 0.4398193359375}, {"start": 155.53, "end": 155.73, "word": " إحنا", "probability": 0.8211263020833334}, {"start": 155.73, "end": 156.01, "word": " فعلا", "probability": 0.9075520833333334}, {"start": 156.01, "end": 156.67, "word": " بنتعامل", "probability": 0.871435546875}, {"start": 156.67, "end": 156.91, "word": " مع", "probability": 0.9560546875}, {"start": 156.91, "end": 157.65, "word": " مجموعة", "probability": 0.8302734375}, {"start": 157.65, "end": 158.09, "word": " degrees", "probability": 0.833984375}, {"start": 158.09, "end": 158.61, "word": " لكن", "probability": 0.828125}, {"start": 158.61, "end": 158.79, "word": " في", "probability": 0.92333984375}, {"start": 158.79, "end": 159.27, "word": " النهاية", "probability": 0.9684244791666666}, {"start": 159.27, "end": 159.71, "word": " أنا", "probability": 0.86669921875}, {"start": 159.71, "end": 160.05, "word": " بدي", "probability": 0.762939453125}, {"start": 160.05, "end": 160.99, "word": " ناتج", "probability": 0.9685872395833334}, {"start": 160.99, "end": 161.43, "word": " نهائي", "probability": 0.9832763671875}, {"start": 161.43, "end": 161.91, "word": " واضح", "probability": 0.9915364583333334}, {"start": 161.91, "end": 162.51, "word": " بدنا", "probability": 0.60992431640625}, {"start": 162.51, "end": 162.77, "word": " ناتج", "probability": 0.9949544270833334}, {"start": 162.77, "end": 163.03, "word": " نهائي", "probability": 0.9791259765625}, {"start": 163.03, "end": 163.35, "word": " واضح", "probability": 0.9918619791666666}, {"start": 163.35, "end": 163.75, "word": " مين", "probability": 0.841796875}, {"start": 163.75, "end": 163.87, "word": " اللي", "probability": 0.966552734375}, {"start": 163.87, "end": 164.27, "word": " حللنا", "probability": 0.9827880859375}, {"start": 164.27, "end": 164.65, "word": " الموضوع", "probability": 0.9930419921875}, {"start": 164.65, "end": 164.87, "word": " هذا", "probability": 0.7822265625}, {"start": 164.87, "end": 165.35, "word": " الحقيقة", "probability": 0.9806315104166666}, {"start": 165.35, "end": 165.77, "word": " من", "probability": 0.97265625}, {"start": 165.77, "end": 166.11, "word": " خلال", "probability": 0.99169921875}, {"start": 166.11, "end": 166.33, "word": " الـ", "probability": 0.780517578125}, {"start": 166.33, "end": 166.45, "word": " fuzzy", "probability": 0.346435546875}, {"start": 166.45, "end": 167.07, "word": " inference", "probability": 0.95263671875}, {"start": 167.07, "end": 167.61, "word": " أو", "probability": 0.9345703125}, {"start": 167.61, "end": 168.35, "word": " الاستدلال", "probability": 0.97685546875}, {"start": 168.35, "end": 169.23, "word": " الطبابي", "probability": 0.9713134765625}, {"start": 169.23, "end": 169.59, "word": " هذا", "probability": 0.8916015625}, {"start": 169.59, "end": 171.31, "word": " مامداني", "probability": 0.79765625}, {"start": 171.31, "end": 171.61, "word": " واحد", "probability": 0.946044921875}, {"start": 171.61, "end": 171.87, "word": " اسمه", "probability": 0.947265625}, {"start": 171.87, "end": 172.43, "word": " مامداني", "probability": 0.98876953125}, {"start": 172.43, "end": 174.41, "word": " وسيجينو", "probability": 0.727734375}], "temperature": 1.0}, {"id": 8, "seek": 20383, "start": 176.31, "end": 203.83, "text": "كل واحد عمل طريقة inference خاصة فيه هناخد التنتين ونبدأ حقيقة مع أول واحدة ال inference الأولى اللي هي تاعة إبراهيم مامداني ويمكن بتلاحظوا أنه مدام أنا بتكلم عن فزي كلهم في الغالب شرقيين فهدول التيار اللي كان ماشي ورا الفزي الحقيقة الغربيين ماتحركوش كتير في الموضوع فالفزي إبراهيم مامداني في الـ 75 بدأ يشتغل عليها", "tokens": [28820, 36764, 24401, 6225, 42213, 23032, 16572, 28671, 38253, 16490, 33546, 3660, 8978, 3224, 8032, 1863, 47283, 3215, 16712, 29399, 9957, 4032, 1863, 44510, 10721, 11331, 38436, 28671, 20449, 5551, 12610, 36764, 24401, 3660, 2423, 38253, 16247, 12610, 7578, 13672, 1829, 39896, 6055, 995, 27884, 11933, 3555, 23557, 3224, 32640, 3714, 10943, 3215, 7649, 1829, 4032, 32640, 19452, 39894, 15040, 5016, 19913, 14407, 14739, 3224, 3714, 3215, 10943, 41850, 39894, 4117, 19528, 18871, 6156, 11622, 1829, 28242, 16095, 8978, 6024, 118, 6027, 3555, 13412, 2288, 38436, 9957, 6156, 3224, 3215, 12610, 38392, 9640, 13672, 1829, 25961, 3714, 33599, 1829, 4032, 23557, 27188, 11622, 1829, 21542, 38436, 28671, 6024, 118, 25513, 1829, 9957, 3714, 9307, 5016, 31747, 2407, 8592, 9122, 2655, 13546, 8978, 9673, 2407, 11242, 45367, 6156, 6027, 5172, 11622, 1829, 11933, 3555, 23557, 3224, 32640, 3714, 10943, 3215, 7649, 1829, 8978, 2423, 39184, 9562, 47525, 10721, 7251, 8592, 2655, 17082, 1211, 25894, 11296], "avg_logprob": -0.11985887404411069, "compression_ratio": 1.9964028776978417, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 176.31, "end": 177.15, "word": "كل", "probability": 0.87939453125}, {"start": 177.15, "end": 177.39, "word": " واحد", "probability": 0.997314453125}, {"start": 177.39, "end": 177.61, "word": " عمل", "probability": 0.978759765625}, {"start": 177.61, "end": 178.03, "word": " طريقة", "probability": 0.9913736979166666}, {"start": 178.03, "end": 178.45, "word": " inference", "probability": 0.59521484375}, {"start": 178.45, "end": 178.93, "word": " خاصة", "probability": 0.9876302083333334}, {"start": 178.93, "end": 179.15, "word": " فيه", "probability": 0.9814453125}, {"start": 179.15, "end": 179.61, "word": " هناخد", "probability": 0.728271484375}, {"start": 179.61, "end": 180.15, "word": " التنتين", "probability": 0.9163411458333334}, {"start": 180.15, "end": 181.37, "word": " ونبدأ", "probability": 0.906005859375}, {"start": 181.37, "end": 182.21, "word": " حقيقة", "probability": 0.8681640625}, {"start": 182.21, "end": 182.55, "word": " مع", "probability": 0.97216796875}, {"start": 182.55, "end": 183.17, "word": " أول", "probability": 0.947265625}, {"start": 183.17, "end": 183.55, "word": " واحدة", "probability": 0.91748046875}, {"start": 183.55, "end": 183.73, "word": " ال", "probability": 0.9697265625}, {"start": 183.73, "end": 184.01, "word": " inference", "probability": 0.76953125}, {"start": 184.01, "end": 184.51, "word": " الأولى", "probability": 0.9640299479166666}, {"start": 184.51, "end": 184.61, "word": " اللي", "probability": 0.600341796875}, {"start": 184.61, "end": 184.79, "word": " هي", "probability": 0.921875}, {"start": 184.79, "end": 185.01, "word": " تاعة", "probability": 0.7032877604166666}, {"start": 185.01, "end": 185.41, "word": " إبراهيم", "probability": 0.9056640625}, {"start": 185.41, "end": 185.91, "word": " مامداني", "probability": 0.93603515625}, {"start": 185.91, "end": 186.59, "word": " ويمكن", "probability": 0.9755859375}, {"start": 186.59, "end": 187.27, "word": " بتلاحظوا", "probability": 0.9453125}, {"start": 187.27, "end": 187.91, "word": " أنه", "probability": 0.7274169921875}, {"start": 187.91, "end": 188.09, "word": " مدام", "probability": 0.8533528645833334}, {"start": 188.09, "end": 188.21, "word": " أنا", "probability": 0.7822265625}, {"start": 188.21, "end": 188.51, "word": " بتكلم", "probability": 0.8653971354166666}, {"start": 188.51, "end": 188.69, "word": " عن", "probability": 0.98876953125}, {"start": 188.69, "end": 188.97, "word": " فزي", "probability": 0.607177734375}, {"start": 188.97, "end": 189.49, "word": " كلهم", "probability": 0.93994140625}, {"start": 189.49, "end": 189.79, "word": " في", "probability": 0.91162109375}, {"start": 189.79, "end": 190.15, "word": " الغالب", "probability": 0.9912109375}, {"start": 190.15, "end": 190.79, "word": " شرقيين", "probability": 0.9754638671875}, {"start": 190.79, "end": 192.25, "word": " فهدول", "probability": 0.9281005859375}, {"start": 192.25, "end": 192.73, "word": " التيار", "probability": 0.77392578125}, {"start": 192.73, "end": 192.89, "word": " اللي", "probability": 0.945556640625}, {"start": 192.89, "end": 193.03, "word": " كان", "probability": 0.9921875}, {"start": 193.03, "end": 193.31, "word": " ماشي", "probability": 0.9593098958333334}, {"start": 193.31, "end": 193.49, "word": " ورا", "probability": 0.980224609375}, {"start": 193.49, "end": 193.93, "word": " الفزي", "probability": 0.9713541666666666}, {"start": 193.93, "end": 194.79, "word": " الحقيقة", "probability": 0.9020182291666666}, {"start": 194.79, "end": 195.83, "word": " الغربيين", "probability": 0.83955078125}, {"start": 195.83, "end": 196.65, "word": " ماتحركوش", "probability": 0.8361612955729166}, {"start": 196.65, "end": 196.99, "word": " كتير", "probability": 0.98486328125}, {"start": 196.99, "end": 197.27, "word": " في", "probability": 0.97119140625}, {"start": 197.27, "end": 197.75, "word": " الموضوع", "probability": 0.9986572265625}, {"start": 197.75, "end": 199.51, "word": " فالفزي", "probability": 0.962109375}, {"start": 199.51, "end": 200.63, "word": " إبراهيم", "probability": 0.957421875}, {"start": 200.63, "end": 201.05, "word": " مامداني", "probability": 0.9845703125}, {"start": 201.05, "end": 201.17, "word": " في", "probability": 0.95947265625}, {"start": 201.17, "end": 201.65, "word": " الـ", "probability": 0.792236328125}, {"start": 201.65, "end": 201.65, "word": " 75", "probability": 0.38525390625}, {"start": 201.65, "end": 203.07, "word": " بدأ", "probability": 0.84228515625}, {"start": 203.07, "end": 203.45, "word": " يشتغل", "probability": 0.9890625}, {"start": 203.45, "end": 203.83, "word": " عليها", "probability": 0.983642578125}], "temperature": 1.0}, {"id": 9, "seek": 22952, "start": 204.66, "end": 229.52, "text": "وبنى أول Fuzzy Systems to Control System Engine and Boiler بدا يعمل System وواضح أنه System في الـ Control خاص بالـ Control Control Unit وعمل لها Fuzzy System يتحكم فيها على إيش بيعتمد الحقيقة في شغله بيعتمد على أربع نقاط أساسية عشان يحل أي سؤال أو يعمل Modeling للسؤال ثم يحله ويعطي ناتج", "tokens": [37746, 1863, 7578, 5551, 12610, 479, 30601, 27059, 281, 12912, 8910, 7659, 293, 3286, 5441, 4724, 28259, 7251, 25957, 1211, 8910, 4032, 2407, 46958, 5016, 14739, 3224, 8910, 8978, 2423, 39184, 12912, 16490, 33546, 20666, 39184, 12912, 12912, 27894, 4032, 25957, 1211, 5296, 11296, 479, 30601, 8910, 7251, 2655, 5016, 24793, 8978, 11296, 15844, 11933, 1829, 8592, 4724, 1829, 34268, 2304, 3215, 21542, 38436, 28671, 8978, 13412, 17082, 43761, 4724, 1829, 34268, 2304, 3215, 15844, 5551, 25513, 3615, 8717, 4587, 41193, 5551, 3794, 32277, 10632, 6225, 8592, 7649, 7251, 5016, 1211, 36632, 8608, 33604, 6027, 34051, 7251, 25957, 1211, 6583, 11031, 24976, 3794, 33604, 6027, 38637, 2304, 7251, 5016, 43761, 4032, 40228, 9566, 1829, 8717, 9307, 7435], "avg_logprob": -0.17876059549339748, "compression_ratio": 1.6575875486381324, "no_speech_prob": 0.0, "words": [{"start": 204.66, "end": 205.28, "word": "وبنى", "probability": 0.79638671875}, {"start": 205.28, "end": 206.2, "word": " أول", "probability": 0.86572265625}, {"start": 206.2, "end": 206.74, "word": " Fuzzy", "probability": 0.53076171875}, {"start": 206.74, "end": 207.42, "word": " Systems", "probability": 0.587890625}, {"start": 207.42, "end": 207.74, "word": " to", "probability": 0.49658203125}, {"start": 207.74, "end": 208.12, "word": " Control", "probability": 0.82958984375}, {"start": 208.12, "end": 208.6, "word": " System", "probability": 0.89013671875}, {"start": 208.6, "end": 209.06, "word": " Engine", "probability": 0.80908203125}, {"start": 209.06, "end": 209.7, "word": " and", "probability": 0.81591796875}, {"start": 209.7, "end": 210.28, "word": " Boiler", "probability": 0.9560546875}, {"start": 210.28, "end": 211.84, "word": " بدا", "probability": 0.5089111328125}, {"start": 211.84, "end": 212.16, "word": " يعمل", "probability": 0.9708658854166666}, {"start": 212.16, "end": 212.58, "word": " System", "probability": 0.5517578125}, {"start": 212.58, "end": 213.04, "word": " وواضح", "probability": 0.885986328125}, {"start": 213.04, "end": 213.22, "word": " أنه", "probability": 0.6717529296875}, {"start": 213.22, "end": 213.44, "word": " System", "probability": 0.77587890625}, {"start": 213.44, "end": 213.58, "word": " في", "probability": 0.86474609375}, {"start": 213.58, "end": 213.82, "word": " الـ", "probability": 0.603759765625}, {"start": 213.82, "end": 214.08, "word": " Control", "probability": 0.71826171875}, {"start": 214.08, "end": 214.94, "word": " خاص", "probability": 0.875732421875}, {"start": 214.94, "end": 215.18, "word": " بالـ", "probability": 0.851318359375}, {"start": 215.18, "end": 215.54, "word": " Control", "probability": 0.8671875}, {"start": 215.54, "end": 216.62, "word": " Control", "probability": 0.5380859375}, {"start": 216.62, "end": 217.0, "word": " Unit", "probability": 0.9443359375}, {"start": 217.0, "end": 217.36, "word": " وعمل", "probability": 0.9576822916666666}, {"start": 217.36, "end": 217.66, "word": " لها", "probability": 0.75830078125}, {"start": 217.66, "end": 218.3, "word": " Fuzzy", "probability": 0.8994140625}, {"start": 218.3, "end": 218.72, "word": " System", "probability": 0.93896484375}, {"start": 218.72, "end": 219.22, "word": " يتحكم", "probability": 0.9901123046875}, {"start": 219.22, "end": 219.56, "word": " فيها", "probability": 0.96728515625}, {"start": 219.56, "end": 220.8, "word": " على", "probability": 0.283935546875}, {"start": 220.8, "end": 221.06, "word": " إيش", "probability": 0.8297526041666666}, {"start": 221.06, "end": 221.94, "word": " بيعتمد", "probability": 0.92265625}, {"start": 221.94, "end": 222.36, "word": " الحقيقة", "probability": 0.9881184895833334}, {"start": 222.36, "end": 222.5, "word": " في", "probability": 0.94873046875}, {"start": 222.5, "end": 222.82, "word": " شغله", "probability": 0.9767252604166666}, {"start": 222.82, "end": 223.44, "word": " بيعتمد", "probability": 0.884375}, {"start": 223.44, "end": 223.58, "word": " على", "probability": 0.86083984375}, {"start": 223.58, "end": 223.9, "word": " أربع", "probability": 0.8370768229166666}, {"start": 223.9, "end": 224.24, "word": " نقاط", "probability": 0.96240234375}, {"start": 224.24, "end": 224.84, "word": " أساسية", "probability": 0.9842529296875}, {"start": 224.84, "end": 225.36, "word": " عشان", "probability": 0.9637044270833334}, {"start": 225.36, "end": 225.62, "word": " يحل", "probability": 0.9912109375}, {"start": 225.62, "end": 225.78, "word": " أي", "probability": 0.8623046875}, {"start": 225.78, "end": 226.06, "word": " سؤال", "probability": 0.9934895833333334}, {"start": 226.06, "end": 226.2, "word": " أو", "probability": 0.94677734375}, {"start": 226.2, "end": 226.5, "word": " يعمل", "probability": 0.98291015625}, {"start": 226.5, "end": 227.02, "word": " Modeling", "probability": 0.6141357421875}, {"start": 227.02, "end": 227.7, "word": " للسؤال", "probability": 0.9674072265625}, {"start": 227.7, "end": 228.24, "word": " ثم", "probability": 0.6873779296875}, {"start": 228.24, "end": 228.78, "word": " يحله", "probability": 0.9137369791666666}, {"start": 228.78, "end": 229.12, "word": " ويعطي", "probability": 0.908203125}, {"start": 229.12, "end": 229.52, "word": " ناتج", "probability": 0.9694010416666666}], "temperature": 1.0}, {"id": 10, "seek": 25800, "start": 230.14, "end": 258.0, "text": "طبعاً السؤال اللي أنا بتكلمه هنا سؤال معناها problem بمعنى إنه في عندى problem أو application محتاج يجيبله حل محتاج يعمل fuzzification أربع خطوات أساسية fuzzification لـinput variables أنا حصلم قيم قيم عادية في السؤال أو في ال problem قيم محسوبة مقاسة قياس هذه القيم مقدرش أتعامل فيها مع ال fuzzy فبدنا نعمل fuzzification تطبيب", "tokens": [9566, 3555, 3615, 995, 14111, 21136, 33604, 6027, 13672, 1829, 41850, 39894, 4117, 19528, 3224, 34105, 8608, 33604, 6027, 20449, 8315, 11296, 1154, 4724, 2304, 3615, 1863, 7578, 36145, 3224, 8978, 43242, 7578, 1154, 34051, 3861, 3714, 33753, 26108, 7251, 7435, 1829, 3555, 43761, 11331, 1211, 3714, 33753, 26108, 7251, 25957, 1211, 283, 16740, 3774, 5551, 25513, 3615, 16490, 9566, 2407, 9307, 5551, 3794, 32277, 10632, 283, 16740, 3774, 5296, 39184, 259, 2582, 9102, 41850, 11331, 36520, 2304, 12174, 32640, 12174, 32640, 6225, 18513, 10632, 8978, 21136, 33604, 6027, 34051, 8978, 2423, 1154, 12174, 32640, 3714, 5016, 3794, 37746, 3660, 3714, 4587, 32277, 3660, 12174, 25528, 3794, 29538, 25062, 32640, 3714, 28543, 2288, 8592, 5551, 2655, 3615, 10943, 1211, 8978, 11296, 20449, 2423, 34710, 6156, 44510, 8315, 8717, 25957, 1211, 283, 16740, 3774, 6055, 9566, 21292, 3555], "avg_logprob": -0.1946331528217896, "compression_ratio": 1.8888888888888888, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 230.14, "end": 230.44, "word": "طبعاً", "probability": 0.7619140625}, {"start": 230.44, "end": 230.7, "word": " السؤال", "probability": 0.9744466145833334}, {"start": 230.7, "end": 230.8, "word": " اللي", "probability": 0.896728515625}, {"start": 230.8, "end": 230.86, "word": " أنا", "probability": 0.71337890625}, {"start": 230.86, "end": 231.16, "word": " بتكلمه", "probability": 0.8709716796875}, {"start": 231.16, "end": 231.26, "word": " هنا", "probability": 0.92822265625}, {"start": 231.26, "end": 231.66, "word": " سؤال", "probability": 0.821533203125}, {"start": 231.66, "end": 232.48, "word": " معناها", "probability": 0.8253580729166666}, {"start": 232.48, "end": 232.82, "word": " problem", "probability": 0.779296875}, {"start": 232.82, "end": 233.74, "word": " بمعنى", "probability": 0.92333984375}, {"start": 233.74, "end": 233.98, "word": " إنه", "probability": 0.575439453125}, {"start": 233.98, "end": 234.06, "word": " في", "probability": 0.8818359375}, {"start": 234.06, "end": 234.28, "word": " عندى", "probability": 0.613525390625}, {"start": 234.28, "end": 234.62, "word": " problem", "probability": 0.96142578125}, {"start": 234.62, "end": 234.96, "word": " أو", "probability": 0.884765625}, {"start": 234.96, "end": 235.42, "word": " application", "probability": 0.9580078125}, {"start": 235.42, "end": 235.8, "word": " محتاج", "probability": 0.9697265625}, {"start": 235.8, "end": 236.12, "word": " يجيبله", "probability": 0.7193359375}, {"start": 236.12, "end": 236.36, "word": " حل", "probability": 0.984375}, {"start": 236.36, "end": 237.52, "word": " محتاج", "probability": 0.9501953125}, {"start": 237.52, "end": 237.82, "word": " يعمل", "probability": 0.9833984375}, {"start": 237.82, "end": 238.86, "word": " fuzzification", "probability": 0.7086181640625}, {"start": 238.86, "end": 240.02, "word": " أربع", "probability": 0.9015299479166666}, {"start": 240.02, "end": 240.36, "word": " خطوات", "probability": 0.9912109375}, {"start": 240.36, "end": 240.84, "word": " أساسية", "probability": 0.98828125}, {"start": 240.84, "end": 241.78, "word": " fuzzification", "probability": 0.6893513997395834}, {"start": 241.78, "end": 242.88, "word": " لـinput", "probability": 0.60406494140625}, {"start": 242.88, "end": 243.4, "word": " variables", "probability": 0.9404296875}, {"start": 243.4, "end": 243.82, "word": " أنا", "probability": 0.8154296875}, {"start": 243.82, "end": 244.44, "word": " حصلم", "probability": 0.4560546875}, {"start": 244.44, "end": 244.94, "word": " قيم", "probability": 0.96142578125}, {"start": 244.94, "end": 246.34, "word": " قيم", "probability": 0.7259521484375}, {"start": 246.34, "end": 246.8, "word": " عادية", "probability": 0.9742838541666666}, {"start": 246.8, "end": 247.66, "word": " في", "probability": 0.9736328125}, {"start": 247.66, "end": 248.16, "word": " السؤال", "probability": 0.9972330729166666}, {"start": 248.16, "end": 248.54, "word": " أو", "probability": 0.97265625}, {"start": 248.54, "end": 248.7, "word": " في", "probability": 0.9716796875}, {"start": 248.7, "end": 248.78, "word": " ال", "probability": 0.93212890625}, {"start": 248.78, "end": 249.14, "word": " problem", "probability": 0.75}, {"start": 249.14, "end": 249.78, "word": " قيم", "probability": 0.953125}, {"start": 249.78, "end": 250.26, "word": " محسوبة", "probability": 0.9529296875}, {"start": 250.26, "end": 250.98, "word": " مقاسة", "probability": 0.9302978515625}, {"start": 250.98, "end": 251.4, "word": " قياس", "probability": 0.9459635416666666}, {"start": 251.4, "end": 252.32, "word": " هذه", "probability": 0.7724609375}, {"start": 252.32, "end": 252.72, "word": " القيم", "probability": 0.96826171875}, {"start": 252.72, "end": 253.52, "word": " مقدرش", "probability": 0.79644775390625}, {"start": 253.52, "end": 253.88, "word": " أتعامل", "probability": 0.85654296875}, {"start": 253.88, "end": 254.22, "word": " فيها", "probability": 0.978271484375}, {"start": 254.22, "end": 254.54, "word": " مع", "probability": 0.98974609375}, {"start": 254.54, "end": 254.68, "word": " ال", "probability": 0.8251953125}, {"start": 254.68, "end": 254.88, "word": " fuzzy", "probability": 0.73681640625}, {"start": 254.88, "end": 255.46, "word": " فبدنا", "probability": 0.8255208333333334}, {"start": 255.46, "end": 255.68, "word": " نعمل", "probability": 0.994140625}, {"start": 255.68, "end": 256.52, "word": " fuzzification", "probability": 0.8518880208333334}, {"start": 256.52, "end": 258.0, "word": " تطبيب", "probability": 0.9715576171875}], "temperature": 1.0}, {"id": 11, "seek": 27876, "start": 259.24, "end": 278.76, "text": "نطبّبها، نخلّيها تصير عايمة، هيك يعني تصير تاخد linguistic value كويس لل input، بعدين هنعمل rule evaluation، نطبّق ال rules تبعتنا، وال rules ساعتنا هذه بدأت تكون محطوطة بحذر، لأن هذه معتمدة على ال experience ومعتمدة على ال expert أو ال human expert تبعتنا", "tokens": [1863, 9566, 3555, 11703, 3555, 11296, 12399, 8717, 9778, 1211, 11703, 1829, 11296, 6055, 9381, 13546, 6225, 995, 32640, 3660, 12399, 39896, 4117, 37495, 22653, 6055, 9381, 13546, 6055, 47283, 3215, 43002, 2158, 9122, 45865, 3794, 24976, 4846, 12399, 39182, 9957, 8032, 1863, 25957, 1211, 4978, 13344, 12399, 8717, 9566, 3555, 11703, 4587, 2423, 4474, 6055, 3555, 34268, 8315, 12399, 16070, 4474, 8608, 995, 34268, 8315, 29538, 47525, 10721, 2655, 6055, 30544, 3714, 5016, 9566, 2407, 9566, 3660, 4724, 5016, 8848, 2288, 12399, 5296, 33456, 29538, 3714, 34268, 2304, 41891, 15844, 2423, 1752, 4032, 2304, 34268, 2304, 41891, 15844, 2423, 5844, 34051, 2423, 1952, 5844, 6055, 3555, 34268, 8315], "avg_logprob": -0.1971590899608352, "compression_ratio": 1.6936170212765957, "no_speech_prob": 0.0, "words": [{"start": 259.24, "end": 260.14, "word": "نطبّبها،", "probability": 0.7352469308035714}, {"start": 260.14, "end": 260.56, "word": " نخلّيها", "probability": 0.8260091145833334}, {"start": 260.56, "end": 260.86, "word": " تصير", "probability": 0.9501953125}, {"start": 260.86, "end": 261.44, "word": " عايمة،", "probability": 0.8466796875}, {"start": 261.44, "end": 261.6, "word": " هيك", "probability": 0.59588623046875}, {"start": 261.6, "end": 261.8, "word": " يعني", "probability": 0.6807861328125}, {"start": 261.8, "end": 262.34, "word": " تصير", "probability": 0.8380533854166666}, {"start": 262.34, "end": 262.84, "word": " تاخد", "probability": 0.9285481770833334}, {"start": 262.84, "end": 263.96, "word": " linguistic", "probability": 0.92236328125}, {"start": 263.96, "end": 264.46, "word": " value", "probability": 0.99072265625}, {"start": 264.46, "end": 265.24, "word": " كويس", "probability": 0.9617513020833334}, {"start": 265.24, "end": 265.44, "word": " لل", "probability": 0.91650390625}, {"start": 265.44, "end": 266.08, "word": " input،", "probability": 0.7919921875}, {"start": 266.08, "end": 266.54, "word": " بعدين", "probability": 0.93017578125}, {"start": 266.54, "end": 267.4, "word": " هنعمل", "probability": 0.954833984375}, {"start": 267.4, "end": 267.9, "word": " rule", "probability": 0.87890625}, {"start": 267.9, "end": 268.92, "word": " evaluation،", "probability": 0.865234375}, {"start": 268.92, "end": 269.46, "word": " نطبّق", "probability": 0.845703125}, {"start": 269.46, "end": 269.6, "word": " ال", "probability": 0.99072265625}, {"start": 269.6, "end": 269.9, "word": " rules", "probability": 0.81591796875}, {"start": 269.9, "end": 270.96, "word": " تبعتنا،", "probability": 0.91123046875}, {"start": 270.96, "end": 271.06, "word": " وال", "probability": 0.53564453125}, {"start": 271.06, "end": 271.22, "word": " rules", "probability": 0.79443359375}, {"start": 271.22, "end": 271.7, "word": " ساعتنا", "probability": 0.9566650390625}, {"start": 271.7, "end": 272.24, "word": " هذه", "probability": 0.328857421875}, {"start": 272.24, "end": 272.5, "word": " بدأت", "probability": 0.6808268229166666}, {"start": 272.5, "end": 272.74, "word": " تكون", "probability": 0.901123046875}, {"start": 272.74, "end": 273.3, "word": " محطوطة", "probability": 0.8473307291666666}, {"start": 273.3, "end": 273.9, "word": " بحذر،", "probability": 0.86953125}, {"start": 273.9, "end": 274.1, "word": " لأن", "probability": 0.818359375}, {"start": 274.1, "end": 274.26, "word": " هذه", "probability": 0.308349609375}, {"start": 274.26, "end": 274.64, "word": " معتمدة", "probability": 0.89501953125}, {"start": 274.64, "end": 274.76, "word": " على", "probability": 0.9140625}, {"start": 274.76, "end": 274.84, "word": " ال", "probability": 0.8642578125}, {"start": 274.84, "end": 275.42, "word": " experience", "probability": 0.9306640625}, {"start": 275.42, "end": 276.06, "word": " ومعتمدة", "probability": 0.8857421875}, {"start": 276.06, "end": 276.24, "word": " على", "probability": 0.96337890625}, {"start": 276.24, "end": 276.36, "word": " ال", "probability": 0.9619140625}, {"start": 276.36, "end": 276.8, "word": " expert", "probability": 0.9580078125}, {"start": 276.8, "end": 277.0, "word": " أو", "probability": 0.8125}, {"start": 277.0, "end": 277.08, "word": " ال", "probability": 0.96435546875}, {"start": 277.08, "end": 277.32, "word": " human", "probability": 0.9365234375}, {"start": 277.32, "end": 277.82, "word": " expert", "probability": 0.9306640625}, {"start": 277.82, "end": 278.76, "word": " تبعتنا", "probability": 0.8912353515625}], "temperature": 1.0}, {"id": 12, "seek": 29538, "start": 279.3, "end": 295.38, "text": "aggregation المقصود فيها أن أجمع ال output مع بعضها لأن عندي أكتر من rule فأتوقع أن يطلع عندي أكتر من output عملية تجميحهم مع بعض في ال rule outputs هذه بتكون بشكل نهائي بعدين", "tokens": [559, 11027, 399, 9673, 4587, 9381, 23328, 8978, 11296, 14739, 5551, 7435, 2304, 3615, 2423, 5598, 20449, 45030, 11242, 11296, 5296, 33456, 18871, 16254, 5551, 4117, 2655, 2288, 9154, 4978, 6156, 10721, 2655, 30543, 3615, 14739, 7251, 9566, 1211, 3615, 18871, 16254, 5551, 4117, 2655, 2288, 9154, 5598, 6225, 42213, 10632, 6055, 7435, 2304, 1829, 5016, 16095, 20449, 45030, 11242, 8978, 2423, 4978, 23930, 29538, 39894, 30544, 4724, 8592, 28820, 8717, 3224, 16373, 1829, 39182, 9957], "avg_logprob": -0.1703530890601022, "compression_ratio": 1.603448275862069, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 279.3, "end": 280.06, "word": "aggregation", "probability": 0.6761881510416666}, {"start": 280.06, "end": 280.88, "word": " المقصود", "probability": 0.955810546875}, {"start": 280.88, "end": 281.08, "word": " فيها", "probability": 0.93798828125}, {"start": 281.08, "end": 281.18, "word": " أن", "probability": 0.75146484375}, {"start": 281.18, "end": 281.98, "word": " أجمع", "probability": 0.828857421875}, {"start": 281.98, "end": 282.16, "word": " ال", "probability": 0.73583984375}, {"start": 282.16, "end": 282.48, "word": " output", "probability": 0.58056640625}, {"start": 282.48, "end": 282.76, "word": " مع", "probability": 0.95361328125}, {"start": 282.76, "end": 283.18, "word": " بعضها", "probability": 0.998046875}, {"start": 283.18, "end": 283.58, "word": " لأن", "probability": 0.771240234375}, {"start": 283.58, "end": 283.82, "word": " عندي", "probability": 0.89794921875}, {"start": 283.82, "end": 284.14, "word": " أكتر", "probability": 0.9647216796875}, {"start": 284.14, "end": 284.3, "word": " من", "probability": 0.98974609375}, {"start": 284.3, "end": 284.54, "word": " rule", "probability": 0.7216796875}, {"start": 284.54, "end": 285.44, "word": " فأتوقع", "probability": 0.9044921875}, {"start": 285.44, "end": 285.52, "word": " أن", "probability": 0.80908203125}, {"start": 285.52, "end": 286.04, "word": " يطلع", "probability": 0.73297119140625}, {"start": 286.04, "end": 286.24, "word": " عندي", "probability": 0.813232421875}, {"start": 286.24, "end": 286.58, "word": " أكتر", "probability": 0.985595703125}, {"start": 286.58, "end": 286.72, "word": " من", "probability": 0.9931640625}, {"start": 286.72, "end": 287.16, "word": " output", "probability": 0.9912109375}, {"start": 287.16, "end": 287.82, "word": " عملية", "probability": 0.947265625}, {"start": 287.82, "end": 288.44, "word": " تجميحهم", "probability": 0.9546712239583334}, {"start": 288.44, "end": 288.56, "word": " مع", "probability": 0.9189453125}, {"start": 288.56, "end": 288.8, "word": " بعض", "probability": 0.99658203125}, {"start": 288.8, "end": 289.06, "word": " في", "probability": 0.8564453125}, {"start": 289.06, "end": 290.8, "word": " ال", "probability": 0.309326171875}, {"start": 290.8, "end": 291.26, "word": " rule", "probability": 0.85888671875}, {"start": 291.26, "end": 291.8, "word": " outputs", "probability": 0.73095703125}, {"start": 291.8, "end": 292.76, "word": " هذه", "probability": 0.385986328125}, {"start": 292.76, "end": 293.22, "word": " بتكون", "probability": 0.88134765625}, {"start": 293.22, "end": 293.92, "word": " بشكل", "probability": 0.9305013020833334}, {"start": 293.92, "end": 294.44, "word": " نهائي", "probability": 0.9866943359375}, {"start": 294.44, "end": 295.38, "word": " بعدين", "probability": 0.789794921875}], "temperature": 1.0}, {"id": 13, "seek": 32217, "start": 295.95, "end": 322.17, "text": "اللي هينتج على ناديربالا هيكون عبارة عن fuzzy لكن أنا بدي قيمة أنا بدأت من قيمة input variable بدأنا رقم واحد كانت input value او input variables ممكن يكوني يعطيها قيمة crisp وبيقولي حل عليها لانه مقاسة فانا عملتلها fuzzification بنفعش ارجعله يها fuzzy لفظ او وصف لان هو كمان مش هيفهمه لما أقول له لأ slow", "tokens": [6027, 20292, 8032, 9957, 2655, 7435, 15844, 8717, 995, 16254, 25513, 6027, 995, 39896, 30544, 6225, 3555, 9640, 3660, 18871, 34710, 44381, 41850, 4724, 16254, 12174, 32640, 3660, 41850, 47525, 10721, 2655, 9154, 12174, 32640, 3660, 4846, 7006, 47525, 10721, 8315, 12602, 4587, 2304, 36764, 24401, 25961, 2655, 4846, 2158, 1975, 2407, 4846, 9102, 3714, 43020, 7251, 30544, 1829, 37495, 9566, 1829, 11296, 12174, 32640, 3660, 22952, 4032, 21292, 39648, 1829, 11331, 1211, 25894, 11296, 5296, 7649, 3224, 3714, 4587, 32277, 3660, 6156, 7649, 995, 6225, 42213, 2655, 1211, 11296, 283, 16740, 3774, 44945, 5172, 3615, 8592, 1975, 47341, 30241, 3224, 7251, 11296, 34710, 5296, 5172, 19913, 1975, 2407, 4032, 9381, 5172, 5296, 7649, 31439, 9122, 2304, 7649, 37893, 8032, 33911, 16095, 3224, 5296, 15042, 5551, 39648, 46740, 5296, 10721, 2964], "avg_logprob": -0.21555397964336656, "compression_ratio": 1.77007299270073, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 295.95, "end": 296.21, "word": "اللي", "probability": 0.90869140625}, {"start": 296.21, "end": 296.63, "word": " هينتج", "probability": 0.8133544921875}, {"start": 296.63, "end": 296.71, "word": " على", "probability": 0.27685546875}, {"start": 296.71, "end": 297.35, "word": " ناديربالا", "probability": 0.6075439453125}, {"start": 297.35, "end": 298.19, "word": " هيكون", "probability": 0.7410888671875}, {"start": 298.19, "end": 298.59, "word": " عبارة", "probability": 0.9842529296875}, {"start": 298.59, "end": 299.17, "word": " عن", "probability": 0.99560546875}, {"start": 299.17, "end": 299.53, "word": " fuzzy", "probability": 0.89501953125}, {"start": 299.53, "end": 300.21, "word": " لكن", "probability": 0.7255859375}, {"start": 300.21, "end": 300.49, "word": " أنا", "probability": 0.71337890625}, {"start": 300.49, "end": 300.85, "word": " بدي", "probability": 0.673095703125}, {"start": 300.85, "end": 301.53, "word": " قيمة", "probability": 0.9879557291666666}, {"start": 301.53, "end": 301.83, "word": " أنا", "probability": 0.513671875}, {"start": 301.83, "end": 302.27, "word": " بدأت", "probability": 0.97265625}, {"start": 302.27, "end": 302.41, "word": " من", "probability": 0.9814453125}, {"start": 302.41, "end": 303.03, "word": " قيمة", "probability": 0.99267578125}, {"start": 303.03, "end": 303.35, "word": " input", "probability": 0.9892578125}, {"start": 303.35, "end": 303.75, "word": " variable", "probability": 0.69775390625}, {"start": 303.75, "end": 304.21, "word": " بدأنا", "probability": 0.9435221354166666}, {"start": 304.21, "end": 304.81, "word": " رقم", "probability": 0.9498697916666666}, {"start": 304.81, "end": 305.03, "word": " واحد", "probability": 0.9423828125}, {"start": 305.03, "end": 305.29, "word": " كانت", "probability": 0.893310546875}, {"start": 305.29, "end": 305.51, "word": " input", "probability": 0.9912109375}, {"start": 305.51, "end": 305.93, "word": " value", "probability": 0.9658203125}, {"start": 305.93, "end": 306.53, "word": " او", "probability": 0.72900390625}, {"start": 306.53, "end": 306.85, "word": " input", "probability": 0.97412109375}, {"start": 306.85, "end": 307.57, "word": " variables", "probability": 0.89453125}, {"start": 307.57, "end": 308.11, "word": " ممكن", "probability": 0.953857421875}, {"start": 308.11, "end": 308.39, "word": " يكوني", "probability": 0.74169921875}, {"start": 308.39, "end": 308.69, "word": " يعطيها", "probability": 0.671630859375}, {"start": 308.69, "end": 309.01, "word": " قيمة", "probability": 0.9847005208333334}, {"start": 309.01, "end": 309.35, "word": " crisp", "probability": 0.759765625}, {"start": 309.35, "end": 310.43, "word": " وبيقولي", "probability": 0.723388671875}, {"start": 310.43, "end": 310.63, "word": " حل", "probability": 0.94970703125}, {"start": 310.63, "end": 311.05, "word": " عليها", "probability": 0.9873046875}, {"start": 311.05, "end": 311.49, "word": " لانه", "probability": 0.7217610677083334}, {"start": 311.49, "end": 311.99, "word": " مقاسة", "probability": 0.9208984375}, {"start": 311.99, "end": 312.55, "word": " فانا", "probability": 0.9055989583333334}, {"start": 312.55, "end": 313.03, "word": " عملتلها", "probability": 0.871484375}, {"start": 313.03, "end": 313.67, "word": " fuzzification", "probability": 0.692626953125}, {"start": 313.67, "end": 314.99, "word": " بنفعش", "probability": 0.857177734375}, {"start": 314.99, "end": 315.45, "word": " ارجعله", "probability": 0.814208984375}, {"start": 315.45, "end": 315.69, "word": " يها", "probability": 0.6431884765625}, {"start": 315.69, "end": 316.63, "word": " fuzzy", "probability": 0.95361328125}, {"start": 316.63, "end": 318.21, "word": " لفظ", "probability": 0.9814453125}, {"start": 318.21, "end": 319.11, "word": " او", "probability": 0.91796875}, {"start": 319.11, "end": 319.59, "word": " وصف", "probability": 0.9915364583333334}, {"start": 319.59, "end": 319.95, "word": " لان", "probability": 0.797119140625}, {"start": 319.95, "end": 320.09, "word": " هو", "probability": 0.63671875}, {"start": 320.09, "end": 320.33, "word": " كمان", "probability": 0.9853515625}, {"start": 320.33, "end": 320.49, "word": " مش", "probability": 0.9833984375}, {"start": 320.49, "end": 321.03, "word": " هيفهمه", "probability": 0.875732421875}, {"start": 321.03, "end": 321.33, "word": " لما", "probability": 0.93505859375}, {"start": 321.33, "end": 321.53, "word": " أقول", "probability": 0.6805419921875}, {"start": 321.53, "end": 321.61, "word": " له", "probability": 0.38818359375}, {"start": 321.61, "end": 321.83, "word": " لأ", "probability": 0.872314453125}, {"start": 321.83, "end": 322.17, "word": " slow", "probability": 0.93505859375}], "temperature": 1.0}, {"id": 14, "seek": 33788, "start": 323.22, "end": 337.88, "text": "طب استنى إيش يعني slow؟ هو هيقوللي إيش يعني slow؟ أنا ماليش علاقة إنت كيف ال system عندك جوا، وهذا ال user، ال user لما متعامل معاه هو ماعلق أنا كيف بشتغل، كيف بشتغل هذه الطرق اللي بتعلمها طلابنا و بيدرسوا فيها و ..", "tokens": [9566, 3555, 44713, 1863, 7578, 11933, 1829, 8592, 37495, 22653, 2964, 22807, 31439, 39896, 39648, 20292, 11933, 1829, 8592, 37495, 22653, 2964, 22807, 41850, 3714, 6027, 1829, 8592, 11203, 995, 28671, 11933, 29399, 9122, 33911, 2423, 1185, 43242, 4117, 10874, 14407, 12399, 37037, 15730, 2423, 4195, 12399, 2423, 4195, 5296, 15042, 44650, 3615, 10943, 1211, 20449, 40294, 31439, 19446, 30241, 4587, 41850, 9122, 33911, 4724, 8592, 2655, 17082, 1211, 12399, 9122, 33911, 4724, 8592, 2655, 17082, 1211, 29538, 41950, 2288, 4587, 13672, 1829, 39894, 3615, 19528, 11296, 23032, 15040, 3555, 8315, 4032, 4724, 25708, 2288, 3794, 14407, 8978, 11296, 4032, 4386], "avg_logprob": -0.18504901610168756, "compression_ratio": 1.7536231884057971, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 323.22, "end": 323.46, "word": "طب", "probability": 0.7998046875}, {"start": 323.46, "end": 323.9, "word": " استنى", "probability": 0.7923177083333334}, {"start": 323.9, "end": 324.16, "word": " إيش", "probability": 0.6890869140625}, {"start": 324.16, "end": 324.38, "word": " يعني", "probability": 0.86474609375}, {"start": 324.38, "end": 325.22, "word": " slow؟", "probability": 0.78125}, {"start": 325.22, "end": 325.56, "word": " هو", "probability": 0.77001953125}, {"start": 325.56, "end": 325.9, "word": " هيقوللي", "probability": 0.7801106770833334}, {"start": 325.9, "end": 326.04, "word": " إيش", "probability": 0.95947265625}, {"start": 326.04, "end": 326.18, "word": " يعني", "probability": 0.958984375}, {"start": 326.18, "end": 326.42, "word": " slow؟", "probability": 0.698486328125}, {"start": 326.42, "end": 326.48, "word": " أنا", "probability": 0.88916015625}, {"start": 326.48, "end": 326.72, "word": " ماليش", "probability": 0.83056640625}, {"start": 326.72, "end": 327.06, "word": " علاقة", "probability": 0.9860026041666666}, {"start": 327.06, "end": 327.28, "word": " إنت", "probability": 0.67236328125}, {"start": 327.28, "end": 327.52, "word": " كيف", "probability": 0.97607421875}, {"start": 327.52, "end": 327.64, "word": " ال", "probability": 0.98828125}, {"start": 327.64, "end": 327.9, "word": " system", "probability": 0.95361328125}, {"start": 327.9, "end": 328.22, "word": " عندك", "probability": 0.9921875}, {"start": 328.22, "end": 328.78, "word": " جوا،", "probability": 0.71630859375}, {"start": 328.78, "end": 329.06, "word": " وهذا", "probability": 0.740234375}, {"start": 329.06, "end": 329.16, "word": " ال", "probability": 0.97119140625}, {"start": 329.16, "end": 329.78, "word": " user،", "probability": 0.713134765625}, {"start": 329.78, "end": 329.96, "word": " ال", "probability": 0.98193359375}, {"start": 329.96, "end": 330.22, "word": " user", "probability": 0.98583984375}, {"start": 330.22, "end": 330.44, "word": " لما", "probability": 0.911865234375}, {"start": 330.44, "end": 330.88, "word": " متعامل", "probability": 0.82965087890625}, {"start": 330.88, "end": 331.16, "word": " معاه", "probability": 0.93359375}, {"start": 331.16, "end": 331.48, "word": " هو", "probability": 0.5908203125}, {"start": 331.48, "end": 331.78, "word": " ماعلق", "probability": 0.6747233072916666}, {"start": 331.78, "end": 332.14, "word": " أنا", "probability": 0.498046875}, {"start": 332.14, "end": 332.44, "word": " كيف", "probability": 0.954833984375}, {"start": 332.44, "end": 333.74, "word": " بشتغل،", "probability": 0.9402669270833334}, {"start": 333.74, "end": 334.26, "word": " كيف", "probability": 0.958251953125}, {"start": 334.26, "end": 334.7, "word": " بشتغل", "probability": 0.9951171875}, {"start": 334.7, "end": 334.84, "word": " هذه", "probability": 0.705078125}, {"start": 334.84, "end": 335.4, "word": " الطرق", "probability": 0.9676106770833334}, {"start": 335.4, "end": 335.62, "word": " اللي", "probability": 0.95458984375}, {"start": 335.62, "end": 336.04, "word": " بتعلمها", "probability": 0.8963623046875}, {"start": 336.04, "end": 336.5, "word": " طلابنا", "probability": 0.9766845703125}, {"start": 336.5, "end": 336.58, "word": " و", "probability": 0.93115234375}, {"start": 336.58, "end": 336.92, "word": " بيدرسوا", "probability": 0.810791015625}, {"start": 336.92, "end": 337.22, "word": " فيها", "probability": 0.9912109375}, {"start": 337.22, "end": 337.68, "word": " و", "probability": 0.62451171875}, {"start": 337.68, "end": 337.88, "word": " ..", "probability": 0.830078125}], "temperature": 1.0}, {"id": 15, "seek": 36661, "start": 338.71, "end": 366.61, "text": "هيحلوا باستخدام هذه الأدوات بتاعتهم لكن الـ user مالوش علاقة في الموضوع زي المبرمج المبرمج هو عارف إيش هو ال code بس ال user مالوش علاقة أنا إلي علاقة بال output إلي علاقة بال output فهو نفس الكلام لازم أعمله diversification إعادة التطبيب عشان نرجحها لقيمة كما هي طيب المثال اللي هنشتغل عليه زي ما أحنا شايفين هيكون فيه three rules موجودين عندنا role أولى", "tokens": [3224, 1829, 5016, 1211, 14407, 4724, 995, 14851, 9778, 3215, 10943, 29538, 16247, 3215, 2407, 9307, 39894, 995, 34268, 16095, 44381, 2423, 39184, 4195, 3714, 6027, 2407, 8592, 11203, 995, 28671, 8978, 9673, 2407, 11242, 45367, 30767, 1829, 9673, 26890, 2304, 7435, 9673, 26890, 2304, 7435, 31439, 6225, 9640, 5172, 11933, 1829, 8592, 31439, 2423, 3089, 4724, 3794, 2423, 4195, 3714, 6027, 2407, 8592, 11203, 995, 28671, 41850, 11933, 20292, 11203, 995, 28671, 20666, 5598, 11933, 20292, 11203, 995, 28671, 20666, 5598, 6156, 3224, 2407, 8717, 36178, 2423, 28820, 10943, 5296, 31377, 2304, 5551, 25957, 43761, 6111, 3774, 11933, 3615, 18513, 3660, 16712, 9566, 21292, 3555, 6225, 8592, 7649, 8717, 47341, 5016, 11296, 5296, 4587, 32640, 3660, 9122, 15042, 39896, 23032, 1829, 3555, 9673, 12984, 6027, 13672, 1829, 8032, 1863, 8592, 2655, 17082, 1211, 47356, 30767, 1829, 19446, 5551, 5016, 8315, 13412, 995, 33911, 9957, 39896, 30544, 8978, 3224, 1045, 4474, 3714, 29245, 23328, 9957, 43242, 8315, 3090, 5551, 12610, 7578], "avg_logprob": -0.12586805252013383, "compression_ratio": 1.8765822784810127, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 338.71, "end": 339.23, "word": "هيحلوا", "probability": 0.78115234375}, {"start": 339.23, "end": 339.61, "word": " باستخدام", "probability": 0.9873860677083334}, {"start": 339.61, "end": 339.77, "word": " هذه", "probability": 0.81494140625}, {"start": 339.77, "end": 340.05, "word": " الأدوات", "probability": 0.9766845703125}, {"start": 340.05, "end": 340.47, "word": " بتاعتهم", "probability": 0.87255859375}, {"start": 340.47, "end": 341.01, "word": " لكن", "probability": 0.46875}, {"start": 341.01, "end": 341.29, "word": " الـ", "probability": 0.91455078125}, {"start": 341.29, "end": 341.61, "word": " user", "probability": 0.58837890625}, {"start": 341.61, "end": 341.99, "word": " مالوش", "probability": 0.6966552734375}, {"start": 341.99, "end": 342.23, "word": " علاقة", "probability": 0.9889322916666666}, {"start": 342.23, "end": 342.35, "word": " في", "probability": 0.77294921875}, {"start": 342.35, "end": 342.79, "word": " الموضوع", "probability": 0.9984130859375}, {"start": 342.79, "end": 343.51, "word": " زي", "probability": 0.900390625}, {"start": 343.51, "end": 344.29, "word": " المبرمج", "probability": 0.9869384765625}, {"start": 344.29, "end": 345.09, "word": " المبرمج", "probability": 0.86431884765625}, {"start": 345.09, "end": 345.45, "word": " هو", "probability": 0.97705078125}, {"start": 345.45, "end": 345.75, "word": " عارف", "probability": 0.9913736979166666}, {"start": 345.75, "end": 345.93, "word": " إيش", "probability": 0.7823893229166666}, {"start": 345.93, "end": 346.11, "word": " هو", "probability": 0.91943359375}, {"start": 346.11, "end": 346.21, "word": " ال", "probability": 0.830078125}, {"start": 346.21, "end": 346.43, "word": " code", "probability": 0.72998046875}, {"start": 346.43, "end": 346.69, "word": " بس", "probability": 0.934814453125}, {"start": 346.69, "end": 346.89, "word": " ال", "probability": 0.8603515625}, {"start": 346.89, "end": 347.15, "word": " user", "probability": 0.9365234375}, {"start": 347.15, "end": 347.47, "word": " مالوش", "probability": 0.9105224609375}, {"start": 347.47, "end": 347.77, "word": " علاقة", "probability": 0.9874674479166666}, {"start": 347.77, "end": 347.93, "word": " أنا", "probability": 0.55712890625}, {"start": 347.93, "end": 348.07, "word": " إلي", "probability": 0.515625}, {"start": 348.07, "end": 348.45, "word": " علاقة", "probability": 0.9305013020833334}, {"start": 348.45, "end": 348.65, "word": " بال", "probability": 0.97802734375}, {"start": 348.65, "end": 349.11, "word": " output", "probability": 0.970703125}, {"start": 349.11, "end": 349.67, "word": " إلي", "probability": 0.8408203125}, {"start": 349.67, "end": 349.95, "word": " علاقة", "probability": 0.9871419270833334}, {"start": 349.95, "end": 350.09, "word": " بال", "probability": 0.98388671875}, {"start": 350.09, "end": 350.43, "word": " output", "probability": 0.98828125}, {"start": 350.43, "end": 350.85, "word": " فهو", "probability": 0.77978515625}, {"start": 350.85, "end": 351.03, "word": " نفس", "probability": 0.996337890625}, {"start": 351.03, "end": 351.33, "word": " الكلام", "probability": 0.98095703125}, {"start": 351.33, "end": 351.65, "word": " لازم", "probability": 0.9860026041666666}, {"start": 351.65, "end": 352.03, "word": " أعمله", "probability": 0.9710286458333334}, {"start": 352.03, "end": 353.19, "word": " diversification", "probability": 0.688720703125}, {"start": 353.19, "end": 354.83, "word": " إعادة", "probability": 0.98046875}, {"start": 354.83, "end": 355.43, "word": " التطبيب", "probability": 0.9837646484375}, {"start": 355.43, "end": 355.85, "word": " عشان", "probability": 0.9734700520833334}, {"start": 355.85, "end": 356.41, "word": " نرجحها", "probability": 0.9488525390625}, {"start": 356.41, "end": 356.99, "word": " لقيمة", "probability": 0.9542236328125}, {"start": 356.99, "end": 357.45, "word": " كما", "probability": 0.914794921875}, {"start": 357.45, "end": 357.63, "word": " هي", "probability": 0.9375}, {"start": 357.63, "end": 358.29, "word": " طيب", "probability": 0.8963216145833334}, {"start": 358.29, "end": 358.69, "word": " المثال", "probability": 0.8776041666666666}, {"start": 358.69, "end": 358.79, "word": " اللي", "probability": 0.964599609375}, {"start": 358.79, "end": 359.19, "word": " هنشتغل", "probability": 0.9127604166666666}, {"start": 359.19, "end": 359.49, "word": " عليه", "probability": 0.99462890625}, {"start": 359.49, "end": 360.81, "word": " زي", "probability": 0.99072265625}, {"start": 360.81, "end": 360.89, "word": " ما", "probability": 0.9853515625}, {"start": 360.89, "end": 361.01, "word": " أحنا", "probability": 0.82275390625}, {"start": 361.01, "end": 361.49, "word": " شايفين", "probability": 0.9874267578125}, {"start": 361.49, "end": 362.03, "word": " هيكون", "probability": 0.6650390625}, {"start": 362.03, "end": 362.25, "word": " فيه", "probability": 0.914306640625}, {"start": 362.25, "end": 362.53, "word": " three", "probability": 0.7568359375}, {"start": 362.53, "end": 363.05, "word": " rules", "probability": 0.78076171875}, {"start": 363.05, "end": 364.11, "word": " موجودين", "probability": 0.9847412109375}, {"start": 364.11, "end": 365.79, "word": " عندنا", "probability": 0.768310546875}, {"start": 365.79, "end": 366.21, "word": " role", "probability": 0.470458984375}, {"start": 366.21, "end": 366.61, "word": " أولى", "probability": 0.9366861979166666}], "temperature": 1.0}, {"id": 16, "seek": 39712, "start": 367.74, "end": 397.12, "text": "الـ role الأولى هتكون بصيغة X إذا كانت X is A3 or Y is B1 then Z is C1 هتقولوا لي من وين إجت الألفاظ هذه و ليش أنا بتستخدمها الحقيقة الألفاظ هذه هي الأساس عشان نضطر نرجعلها كمان شوية لازم نرسمها على جنب", "tokens": [6027, 39184, 3090, 16247, 12610, 7578, 8032, 2655, 30544, 4724, 9381, 1829, 17082, 3660, 1783, 11933, 15730, 25961, 2655, 1783, 307, 316, 18, 420, 398, 307, 363, 16, 550, 1176, 307, 383, 16, 8032, 2655, 39648, 14407, 32239, 9154, 4032, 9957, 11933, 7435, 2655, 16247, 46538, 5718, 116, 29538, 4032, 32239, 8592, 41850, 39894, 14851, 9778, 40448, 11296, 21542, 38436, 28671, 16247, 46538, 5718, 116, 29538, 39896, 16247, 3794, 32277, 6225, 8592, 7649, 8717, 11242, 9566, 2288, 8717, 47341, 30241, 11296, 9122, 2304, 7649, 13412, 2407, 10632, 5296, 31377, 2304, 8717, 2288, 38251, 11296, 15844, 10874, 1863, 3555], "avg_logprob": -0.18292297738971133, "compression_ratio": 1.543778801843318, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 367.74, "end": 367.98, "word": "الـ", "probability": 0.4764404296875}, {"start": 367.98, "end": 368.14, "word": " role", "probability": 0.72900390625}, {"start": 368.14, "end": 368.72, "word": " الأولى", "probability": 0.9500325520833334}, {"start": 368.72, "end": 369.3, "word": " هتكون", "probability": 0.8583984375}, {"start": 369.3, "end": 370.86, "word": " بصيغة", "probability": 0.9908203125}, {"start": 370.86, "end": 371.44, "word": " X", "probability": 0.3232421875}, {"start": 371.44, "end": 371.96, "word": " إذا", "probability": 0.760986328125}, {"start": 371.96, "end": 372.42, "word": " كانت", "probability": 0.9462890625}, {"start": 372.42, "end": 372.72, "word": " X", "probability": 0.96142578125}, {"start": 372.72, "end": 373.7, "word": " is", "probability": 0.81201171875}, {"start": 373.7, "end": 374.58, "word": " A3", "probability": 0.7314453125}, {"start": 374.58, "end": 375.46, "word": " or", "probability": 0.40966796875}, {"start": 375.46, "end": 375.98, "word": " Y", "probability": 0.97119140625}, {"start": 375.98, "end": 376.48, "word": " is", "probability": 0.9482421875}, {"start": 376.48, "end": 377.54, "word": " B1", "probability": 0.97509765625}, {"start": 377.54, "end": 378.38, "word": " then", "probability": 0.69775390625}, {"start": 378.38, "end": 379.04, "word": " Z", "probability": 0.9580078125}, {"start": 379.04, "end": 379.48, "word": " is", "probability": 0.95556640625}, {"start": 379.48, "end": 380.3, "word": " C1", "probability": 0.985107421875}, {"start": 380.3, "end": 380.88, "word": " هتقولوا", "probability": 0.88134765625}, {"start": 380.88, "end": 381.02, "word": " لي", "probability": 0.19921875}, {"start": 381.02, "end": 381.08, "word": " من", "probability": 0.35009765625}, {"start": 381.08, "end": 381.26, "word": " وين", "probability": 0.85205078125}, {"start": 381.26, "end": 381.54, "word": " إجت", "probability": 0.6652018229166666}, {"start": 381.54, "end": 382.3, "word": " الألفاظ", "probability": 0.94775390625}, {"start": 382.3, "end": 382.64, "word": " هذه", "probability": 0.767578125}, {"start": 382.64, "end": 382.84, "word": " و", "probability": 0.8271484375}, {"start": 382.84, "end": 382.98, "word": " ليش", "probability": 0.84228515625}, {"start": 382.98, "end": 383.08, "word": " أنا", "probability": 0.822265625}, {"start": 383.08, "end": 384.0, "word": " بتستخدمها", "probability": 0.8609375}, {"start": 384.0, "end": 385.94, "word": " الحقيقة", "probability": 0.8746744791666666}, {"start": 385.94, "end": 386.82, "word": " الألفاظ", "probability": 0.944091796875}, {"start": 386.82, "end": 387.02, "word": " هذه", "probability": 0.9013671875}, {"start": 387.02, "end": 387.44, "word": " هي", "probability": 0.970703125}, {"start": 387.44, "end": 388.4, "word": " الأساس", "probability": 0.9747721354166666}, {"start": 388.4, "end": 388.72, "word": " عشان", "probability": 0.9597981770833334}, {"start": 388.72, "end": 389.14, "word": " نضطر", "probability": 0.780517578125}, {"start": 389.14, "end": 390.2, "word": " نرجعلها", "probability": 0.80029296875}, {"start": 390.2, "end": 390.46, "word": " كمان", "probability": 0.92236328125}, {"start": 390.46, "end": 390.92, "word": " شوية", "probability": 0.9527994791666666}, {"start": 390.92, "end": 395.24, "word": " لازم", "probability": 0.9890950520833334}, {"start": 395.24, "end": 395.9, "word": " نرسمها", "probability": 0.979248046875}, {"start": 395.9, "end": 396.74, "word": " على", "probability": 0.93017578125}, {"start": 396.74, "end": 397.12, "word": " جنب", "probability": 0.955078125}], "temperature": 1.0}, {"id": 17, "seek": 42631, "start": 397.69, "end": 426.31, "text": "عشان نحدد هذا المفروض هو المثال اللي هيجيني لكن انا ايش اللي خلاني اعمل مجموعة ال symbols اللي هنا هي هو التالي ان احنا بدنا نحدد ال linguistic ال linguistic value تبعتنا لكل linguistic variable فهنبدأ بالنسبة لل project funding", "tokens": [3615, 8592, 7649, 8717, 24401, 3215, 23758, 9673, 5172, 32887, 11242, 31439, 9673, 12984, 6027, 13672, 1829, 39896, 7435, 1829, 22653, 44381, 1975, 8315, 1975, 1829, 8592, 13672, 1829, 16490, 1211, 7649, 1829, 1975, 25957, 1211, 3714, 7435, 2304, 2407, 27884, 2423, 16944, 13672, 1829, 34105, 39896, 31439, 16712, 6027, 1829, 16472, 1975, 5016, 8315, 47525, 8315, 8717, 24401, 3215, 2423, 43002, 2423, 43002, 2158, 6055, 3555, 34268, 8315, 5296, 28820, 43002, 7006, 6156, 3224, 1863, 44510, 10721, 20666, 1863, 35457, 3660, 24976, 1716, 6137], "avg_logprob": -0.15470566444618758, "compression_ratio": 1.7303921568627452, "no_speech_prob": 0.0, "words": [{"start": 397.69, "end": 398.19, "word": "عشان", "probability": 0.9749348958333334}, {"start": 398.19, "end": 399.17, "word": " نحدد", "probability": 0.9490559895833334}, {"start": 399.17, "end": 401.17, "word": " هذا", "probability": 0.263916015625}, {"start": 401.17, "end": 401.53, "word": " المفروض", "probability": 0.9910888671875}, {"start": 401.53, "end": 401.67, "word": " هو", "probability": 0.96533203125}, {"start": 401.67, "end": 402.01, "word": " المثال", "probability": 0.9856770833333334}, {"start": 402.01, "end": 402.11, "word": " اللي", "probability": 0.8857421875}, {"start": 402.11, "end": 402.61, "word": " هيجيني", "probability": 0.7486572265625}, {"start": 402.61, "end": 403.01, "word": " لكن", "probability": 0.69921875}, {"start": 403.01, "end": 403.25, "word": " انا", "probability": 0.712890625}, {"start": 403.25, "end": 403.37, "word": " ايش", "probability": 0.7721354166666666}, {"start": 403.37, "end": 403.49, "word": " اللي", "probability": 0.98583984375}, {"start": 403.49, "end": 403.77, "word": " خلاني", "probability": 0.8677978515625}, {"start": 403.77, "end": 404.01, "word": " اعمل", "probability": 0.92138671875}, {"start": 404.01, "end": 404.27, "word": " مجموعة", "probability": 0.94716796875}, {"start": 404.27, "end": 404.43, "word": " ال", "probability": 0.783203125}, {"start": 404.43, "end": 404.65, "word": " symbols", "probability": 0.459716796875}, {"start": 404.65, "end": 404.87, "word": " اللي", "probability": 0.97802734375}, {"start": 404.87, "end": 405.15, "word": " هنا", "probability": 0.9775390625}, {"start": 405.15, "end": 406.01, "word": " هي", "probability": 0.32080078125}, {"start": 406.01, "end": 406.35, "word": " هو", "probability": 0.68896484375}, {"start": 406.35, "end": 406.81, "word": " التالي", "probability": 0.9519856770833334}, {"start": 406.81, "end": 407.27, "word": " ان", "probability": 0.576171875}, {"start": 407.27, "end": 407.45, "word": " احنا", "probability": 0.8873697916666666}, {"start": 407.45, "end": 407.65, "word": " بدنا", "probability": 0.880615234375}, {"start": 407.65, "end": 408.39, "word": " نحدد", "probability": 0.9951171875}, {"start": 408.39, "end": 410.01, "word": " ال", "probability": 0.88916015625}, {"start": 410.01, "end": 410.43, "word": " linguistic", "probability": 0.8857421875}, {"start": 410.43, "end": 410.79, "word": " ال", "probability": 0.2724609375}, {"start": 410.79, "end": 411.25, "word": " linguistic", "probability": 0.962890625}, {"start": 411.25, "end": 413.71, "word": " value", "probability": 0.95654296875}, {"start": 413.71, "end": 414.93, "word": " تبعتنا", "probability": 0.9537353515625}, {"start": 414.93, "end": 415.57, "word": " لكل", "probability": 0.98193359375}, {"start": 415.57, "end": 416.27, "word": " linguistic", "probability": 0.939453125}, {"start": 416.27, "end": 417.95, "word": " variable", "probability": 0.94775390625}, {"start": 417.95, "end": 420.09, "word": " فهنبدأ", "probability": 0.91611328125}, {"start": 420.09, "end": 420.73, "word": " بالنسبة", "probability": 0.985107421875}, {"start": 420.73, "end": 420.85, "word": " لل", "probability": 0.88916015625}, {"start": 420.85, "end": 421.37, "word": " project", "probability": 0.978515625}, {"start": 421.37, "end": 426.31, "word": " funding", "probability": 0.72314453125}], "temperature": 1.0}, {"id": 18, "seek": 45329, "start": 428.25, "end": 453.29, "text": "project funding adequate project funding marginal و هنا adequate هنا inadequate غير كافي طيب في غيرهم فعندي three values لمين للمتغير project funding", "tokens": [4318, 1020, 6137, 20927, 1716, 6137, 16885, 4032, 34105, 20927, 34105, 42107, 32771, 13546, 9122, 31845, 1829, 23032, 1829, 3555, 8978, 32771, 13546, 16095, 6156, 3615, 1863, 16254, 1045, 4190, 32767, 9957, 5296, 19528, 2655, 17082, 13546, 1716, 6137], "avg_logprob": -0.1472656298428774, "compression_ratio": 1.4651162790697674, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 428.25, "end": 428.75, "word": "project", "probability": 0.6947021484375}, {"start": 428.75, "end": 429.53, "word": " funding", "probability": 0.96337890625}, {"start": 429.53, "end": 430.69, "word": " adequate", "probability": 0.958984375}, {"start": 430.69, "end": 434.67, "word": " project", "probability": 0.818359375}, {"start": 434.67, "end": 436.27, "word": " funding", "probability": 0.9501953125}, {"start": 436.27, "end": 437.53, "word": " marginal", "probability": 0.8974609375}, {"start": 437.53, "end": 439.67, "word": " و", "probability": 0.5283203125}, {"start": 439.67, "end": 440.55, "word": " هنا", "probability": 0.80322265625}, {"start": 440.55, "end": 440.91, "word": " adequate", "probability": 0.99365234375}, {"start": 440.91, "end": 441.19, "word": " هنا", "probability": 0.787109375}, {"start": 441.19, "end": 441.91, "word": " inadequate", "probability": 0.81689453125}, {"start": 441.91, "end": 442.97, "word": " غير", "probability": 0.943359375}, {"start": 442.97, "end": 443.49, "word": " كافي", "probability": 0.9523111979166666}, {"start": 443.49, "end": 444.05, "word": " طيب", "probability": 0.8621419270833334}, {"start": 444.05, "end": 444.43, "word": " في", "probability": 0.8203125}, {"start": 444.43, "end": 444.97, "word": " غيرهم", "probability": 0.994140625}, {"start": 444.97, "end": 446.01, "word": " فعندي", "probability": 0.9547119140625}, {"start": 446.01, "end": 447.01, "word": " three", "probability": 0.896484375}, {"start": 447.01, "end": 447.65, "word": " values", "probability": 0.96142578125}, {"start": 447.65, "end": 448.47, "word": " لمين", "probability": 0.753662109375}, {"start": 448.47, "end": 451.23, "word": " للمتغير", "probability": 0.82294921875}, {"start": 451.23, "end": 451.87, "word": " project", "probability": 0.99267578125}, {"start": 451.87, "end": 453.29, "word": " funding", "probability": 0.9716796875}], "temperature": 1.0}, {"id": 19, "seek": 48238, "start": 454.14, "end": 482.38, "text": "project funding فإذن هروح أعمل project funding بهذا الشكل و هقول عليه مدام هو أول واحد عندي اللي هو ايه خاص بإيه هذا project funding عندي تلت متغيرات تلت قيم له فقط بنبدأ انحددهم حسب ال fund نفسه طيب ال fund لما يكون قليل هنا إيش الوصف الأفضل له", "tokens": [4318, 1020, 6137, 6156, 28814, 8848, 1863, 8032, 32887, 5016, 5551, 25957, 1211, 1716, 6137, 39627, 15730, 25124, 28820, 4032, 8032, 39648, 47356, 3714, 3215, 10943, 31439, 5551, 12610, 36764, 24401, 18871, 16254, 13672, 1829, 31439, 1975, 1829, 3224, 16490, 33546, 4724, 28814, 1829, 3224, 23758, 1716, 6137, 18871, 16254, 6055, 1211, 2655, 44650, 17082, 13546, 9307, 6055, 1211, 2655, 12174, 32640, 46740, 6156, 47432, 44945, 44510, 10721, 16472, 24401, 3215, 16095, 11331, 35457, 2423, 2374, 8717, 36178, 3224, 23032, 1829, 3555, 2423, 2374, 5296, 15042, 7251, 30544, 12174, 20292, 1211, 34105, 11933, 1829, 8592, 2423, 2407, 9381, 5172, 16247, 5172, 11242, 1211, 46740], "avg_logprob": -0.16845237414042155, "compression_ratio": 1.7268722466960353, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 454.14, "end": 454.52, "word": "project", "probability": 0.6383056640625}, {"start": 454.52, "end": 454.82, "word": " funding", "probability": 0.93798828125}, {"start": 454.82, "end": 455.3, "word": " فإذن", "probability": 0.68280029296875}, {"start": 455.3, "end": 455.8, "word": " هروح", "probability": 0.6619466145833334}, {"start": 455.8, "end": 456.14, "word": " أعمل", "probability": 0.9150390625}, {"start": 456.14, "end": 456.8, "word": " project", "probability": 0.97998046875}, {"start": 456.8, "end": 457.2, "word": " funding", "probability": 0.95654296875}, {"start": 457.2, "end": 457.54, "word": " بهذا", "probability": 0.97021484375}, {"start": 457.54, "end": 457.96, "word": " الشكل", "probability": 0.993408203125}, {"start": 457.96, "end": 459.8, "word": " و", "probability": 0.794921875}, {"start": 459.8, "end": 460.1, "word": " هقول", "probability": 0.76318359375}, {"start": 460.1, "end": 460.38, "word": " عليه", "probability": 0.96484375}, {"start": 460.38, "end": 460.62, "word": " مدام", "probability": 0.7472330729166666}, {"start": 460.62, "end": 460.76, "word": " هو", "probability": 0.93603515625}, {"start": 460.76, "end": 461.02, "word": " أول", "probability": 0.853515625}, {"start": 461.02, "end": 461.28, "word": " واحد", "probability": 0.97998046875}, {"start": 461.28, "end": 461.56, "word": " عندي", "probability": 0.6634521484375}, {"start": 461.56, "end": 461.8, "word": " اللي", "probability": 0.970458984375}, {"start": 461.8, "end": 462.06, "word": " هو", "probability": 0.96875}, {"start": 462.06, "end": 462.78, "word": " ايه", "probability": 0.6971842447916666}, {"start": 462.78, "end": 463.3, "word": " خاص", "probability": 0.94775390625}, {"start": 463.3, "end": 463.82, "word": " بإيه", "probability": 0.894287109375}, {"start": 463.82, "end": 464.32, "word": " هذا", "probability": 0.69384765625}, {"start": 464.32, "end": 465.54, "word": " project", "probability": 0.9775390625}, {"start": 465.54, "end": 469.4, "word": " funding", "probability": 0.8935546875}, {"start": 469.4, "end": 471.94, "word": " عندي", "probability": 0.83642578125}, {"start": 471.94, "end": 472.4, "word": " تلت", "probability": 0.9521484375}, {"start": 472.4, "end": 473.08, "word": " متغيرات", "probability": 0.7220458984375}, {"start": 473.08, "end": 473.4, "word": " تلت", "probability": 0.825927734375}, {"start": 473.4, "end": 473.66, "word": " قيم", "probability": 0.970458984375}, {"start": 473.66, "end": 473.84, "word": " له", "probability": 0.66943359375}, {"start": 473.84, "end": 474.24, "word": " فقط", "probability": 0.993408203125}, {"start": 474.24, "end": 475.28, "word": " بنبدأ", "probability": 0.9205729166666666}, {"start": 475.28, "end": 476.06, "word": " انحددهم", "probability": 0.8638916015625}, {"start": 476.06, "end": 476.58, "word": " حسب", "probability": 0.98583984375}, {"start": 476.58, "end": 476.72, "word": " ال", "probability": 0.93994140625}, {"start": 476.72, "end": 476.96, "word": " fund", "probability": 0.67333984375}, {"start": 476.96, "end": 477.46, "word": " نفسه", "probability": 0.9954427083333334}, {"start": 477.46, "end": 477.8, "word": " طيب", "probability": 0.9519856770833334}, {"start": 477.8, "end": 478.04, "word": " ال", "probability": 0.93896484375}, {"start": 478.04, "end": 478.38, "word": " fund", "probability": 0.85009765625}, {"start": 478.38, "end": 478.64, "word": " لما", "probability": 0.9296875}, {"start": 478.64, "end": 478.88, "word": " يكون", "probability": 0.9765625}, {"start": 478.88, "end": 479.68, "word": " قليل", "probability": 0.9903971354166666}, {"start": 479.68, "end": 480.16, "word": " هنا", "probability": 0.9208984375}, {"start": 480.16, "end": 481.0, "word": " إيش", "probability": 0.8406575520833334}, {"start": 481.0, "end": 481.46, "word": " الوصف", "probability": 0.9871826171875}, {"start": 481.46, "end": 482.08, "word": " الأفضل", "probability": 0.989990234375}, {"start": 482.08, "end": 482.38, "word": " له", "probability": 0.92138671875}], "temperature": 1.0}, {"id": 20, "seek": 50580, "start": 483.56, "end": 505.8, "text": "inadequate فبتيجي في البداية تمام لو شوية أعلى بصير marginal أه في الهامش يعني في هامش الشغل فممكن نعمل هنا طيب إذا كان adequate أوه كافي ممتاز طبعا كافي مالوش نهاب يستمر بالمعنى كافي بهذا الشكل", "tokens": [259, 34209, 473, 6156, 3555, 31371, 7435, 1829, 8978, 29739, 28259, 10632, 46811, 10943, 45164, 13412, 2407, 10632, 5551, 3615, 23942, 4724, 9381, 13546, 16885, 5551, 3224, 8978, 2423, 3224, 10943, 8592, 37495, 22653, 8978, 8032, 10943, 8592, 25124, 17082, 1211, 6156, 2304, 43020, 8717, 25957, 1211, 34105, 23032, 1829, 3555, 11933, 15730, 25961, 20927, 34051, 3224, 9122, 31845, 1829, 3714, 2304, 2655, 31377, 23032, 3555, 3615, 995, 9122, 31845, 1829, 3714, 6027, 2407, 8592, 8717, 11296, 3555, 7251, 14851, 29973, 20666, 2304, 3615, 1863, 7578, 9122, 31845, 1829, 39627, 15730, 25124, 28820], "avg_logprob": -0.15450464696326155, "compression_ratio": 1.6855670103092784, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 483.55999999999995, "end": 484.47999999999996, "word": "inadequate", "probability": 0.8317057291666666}, {"start": 484.47999999999996, "end": 485.4, "word": " فبتيجي", "probability": 0.94482421875}, {"start": 485.4, "end": 485.5, "word": " في", "probability": 0.79052734375}, {"start": 485.5, "end": 486.56, "word": " البداية", "probability": 0.9850260416666666}, {"start": 486.56, "end": 490.16, "word": " تمام", "probability": 0.6356201171875}, {"start": 490.16, "end": 490.72, "word": " لو", "probability": 0.403076171875}, {"start": 490.72, "end": 491.42, "word": " شوية", "probability": 0.89208984375}, {"start": 491.42, "end": 491.84, "word": " أعلى", "probability": 0.8943684895833334}, {"start": 491.84, "end": 492.44, "word": " بصير", "probability": 0.8873697916666666}, {"start": 492.44, "end": 492.9, "word": " marginal", "probability": 0.68994140625}, {"start": 492.9, "end": 493.24, "word": " أه", "probability": 0.6278076171875}, {"start": 493.24, "end": 493.36, "word": " في", "probability": 0.89697265625}, {"start": 493.36, "end": 493.88, "word": " الهامش", "probability": 0.9227294921875}, {"start": 493.88, "end": 494.6, "word": " يعني", "probability": 0.843505859375}, {"start": 494.6, "end": 494.76, "word": " في", "probability": 0.94384765625}, {"start": 494.76, "end": 495.08, "word": " هامش", "probability": 0.9230143229166666}, {"start": 495.08, "end": 495.52, "word": " الشغل", "probability": 0.98583984375}, {"start": 495.52, "end": 496.08, "word": " فممكن", "probability": 0.9444986979166666}, {"start": 496.08, "end": 496.46, "word": " نعمل", "probability": 0.9236653645833334}, {"start": 496.46, "end": 496.7, "word": " هنا", "probability": 0.99755859375}, {"start": 496.7, "end": 498.58, "word": " طيب", "probability": 0.9685872395833334}, {"start": 498.58, "end": 499.04, "word": " إذا", "probability": 0.919921875}, {"start": 499.04, "end": 499.5, "word": " كان", "probability": 0.9970703125}, {"start": 499.5, "end": 500.36, "word": " adequate", "probability": 0.9912109375}, {"start": 500.36, "end": 500.8, "word": " أوه", "probability": 0.755859375}, {"start": 500.8, "end": 501.28, "word": " كافي", "probability": 0.92041015625}, {"start": 501.28, "end": 501.9, "word": " ممتاز", "probability": 0.9573974609375}, {"start": 501.9, "end": 502.52, "word": " طبعا", "probability": 0.982421875}, {"start": 502.52, "end": 502.8, "word": " كافي", "probability": 0.8767903645833334}, {"start": 502.8, "end": 503.06, "word": " مالوش", "probability": 0.7779541015625}, {"start": 503.06, "end": 503.3, "word": " نهاب", "probability": 0.5128580729166666}, {"start": 503.3, "end": 503.66, "word": " يستمر", "probability": 0.9254557291666666}, {"start": 503.66, "end": 504.04, "word": " بالمعنى", "probability": 0.8369140625}, {"start": 504.04, "end": 504.9, "word": " كافي", "probability": 0.9747721354166666}, {"start": 504.9, "end": 505.46, "word": " بهذا", "probability": 0.95654296875}, {"start": 505.46, "end": 505.8, "word": " الشكل", "probability": 0.993896484375}], "temperature": 1.0}, {"id": 21, "seek": 53027, "start": 507.63, "end": 530.27, "text": "Okay فإذا بقدر ان اعرفها بهذا الشكل هذه هتكون A1 هذه هتكون A2 وهذه هتكون A3 تدرجا حسب التدرج مية لمية فإذا لما إجينا للمتغير X واللي هو ال project funding تبعنا", "tokens": [8297, 6156, 28814, 15730, 4724, 28543, 2288, 16472, 1975, 3615, 28480, 11296, 39627, 15730, 25124, 28820, 29538, 8032, 2655, 30544, 316, 16, 29538, 8032, 2655, 30544, 316, 17, 37037, 24192, 8032, 2655, 30544, 316, 18, 6055, 3215, 47341, 995, 11331, 35457, 16712, 3215, 47341, 3714, 10632, 5296, 2304, 10632, 6156, 28814, 15730, 5296, 15042, 11933, 7435, 1829, 8315, 5296, 19528, 2655, 17082, 13546, 1783, 16070, 20292, 31439, 2423, 1716, 6137, 6055, 3555, 3615, 8315], "avg_logprob": -0.17072917103767396, "compression_ratio": 1.5621301775147929, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 507.63, "end": 508.05, "word": "Okay", "probability": 0.90380859375}, {"start": 508.05, "end": 508.97, "word": " فإذا", "probability": 0.7452799479166666}, {"start": 508.97, "end": 510.21, "word": " بقدر", "probability": 0.9689127604166666}, {"start": 510.21, "end": 510.29, "word": " ان", "probability": 0.326416015625}, {"start": 510.29, "end": 510.65, "word": " اعرفها", "probability": 0.8583984375}, {"start": 510.65, "end": 510.91, "word": " بهذا", "probability": 0.97900390625}, {"start": 510.91, "end": 511.63, "word": " الشكل", "probability": 0.967529296875}, {"start": 511.63, "end": 511.85, "word": " هذه", "probability": 0.43310546875}, {"start": 511.85, "end": 512.19, "word": " هتكون", "probability": 0.9095052083333334}, {"start": 512.19, "end": 512.79, "word": " A1", "probability": 0.685791015625}, {"start": 512.79, "end": 513.79, "word": " هذه", "probability": 0.6962890625}, {"start": 513.79, "end": 514.25, "word": " هتكون", "probability": 0.9423828125}, {"start": 514.25, "end": 515.27, "word": " A2", "probability": 0.98193359375}, {"start": 515.27, "end": 516.35, "word": " وهذه", "probability": 0.78662109375}, {"start": 516.35, "end": 516.79, "word": " هتكون", "probability": 0.9694010416666666}, {"start": 516.79, "end": 518.07, "word": " A3", "probability": 0.984619140625}, {"start": 518.07, "end": 519.11, "word": " تدرجا", "probability": 0.8834228515625}, {"start": 519.11, "end": 520.39, "word": " حسب", "probability": 0.83056640625}, {"start": 520.39, "end": 520.97, "word": " التدرج", "probability": 0.9772135416666666}, {"start": 520.97, "end": 522.05, "word": " مية", "probability": 0.6685791015625}, {"start": 522.05, "end": 522.41, "word": " لمية", "probability": 0.8199869791666666}, {"start": 522.41, "end": 523.07, "word": " فإذا", "probability": 0.9436848958333334}, {"start": 523.07, "end": 523.83, "word": " لما", "probability": 0.905029296875}, {"start": 523.83, "end": 524.21, "word": " إجينا", "probability": 0.76287841796875}, {"start": 524.21, "end": 525.01, "word": " للمتغير", "probability": 0.9392578125}, {"start": 525.01, "end": 525.51, "word": " X", "probability": 0.9482421875}, {"start": 525.51, "end": 526.91, "word": " واللي", "probability": 0.6932373046875}, {"start": 526.91, "end": 527.29, "word": " هو", "probability": 0.99560546875}, {"start": 527.29, "end": 528.23, "word": " ال", "probability": 0.90673828125}, {"start": 528.23, "end": 528.55, "word": " project", "probability": 0.9052734375}, {"start": 528.55, "end": 529.23, "word": " funding", "probability": 0.912109375}, {"start": 529.23, "end": 530.27, "word": " تبعنا", "probability": 0.888916015625}], "temperature": 1.0}, {"id": 22, "seek": 55183, "start": 533.87, "end": 551.83, "text": "Project funding خلّينا نرسمها دايما X بتكون تحت لقيمة X هنا وهذه هي project funding عشان هنا ناخد MUE", "tokens": [12681, 1020, 6137, 16490, 1211, 11703, 9957, 995, 8717, 2288, 38251, 11296, 11778, 47302, 15042, 1783, 39894, 30544, 6055, 33753, 5296, 4587, 32640, 3660, 1783, 34105, 37037, 24192, 39896, 1716, 6137, 6225, 8592, 7649, 34105, 8717, 47283, 3215, 376, 16309], "avg_logprob": -0.2555259262643209, "compression_ratio": 1.2276422764227641, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 533.87, "end": 534.29, "word": "Project", "probability": 0.6475830078125}, {"start": 534.29, "end": 534.73, "word": " funding", "probability": 0.5771484375}, {"start": 534.73, "end": 535.63, "word": " خلّينا", "probability": 0.6677734375}, {"start": 535.63, "end": 536.23, "word": " نرسمها", "probability": 0.947021484375}, {"start": 536.23, "end": 536.43, "word": " دايما", "probability": 0.7288411458333334}, {"start": 536.43, "end": 536.67, "word": " X", "probability": 0.379150390625}, {"start": 536.67, "end": 537.09, "word": " بتكون", "probability": 0.935302734375}, {"start": 537.09, "end": 537.65, "word": " تحت", "probability": 0.9892578125}, {"start": 537.65, "end": 541.43, "word": " لقيمة", "probability": 0.9503173828125}, {"start": 541.43, "end": 541.75, "word": " X", "probability": 0.97705078125}, {"start": 541.75, "end": 542.09, "word": " هنا", "probability": 0.99072265625}, {"start": 542.09, "end": 543.11, "word": " وهذه", "probability": 0.69873046875}, {"start": 543.11, "end": 543.69, "word": " هي", "probability": 0.490966796875}, {"start": 543.69, "end": 545.97, "word": " project", "probability": 0.74951171875}, {"start": 545.97, "end": 548.15, "word": " funding", "probability": 0.91552734375}, {"start": 548.15, "end": 549.93, "word": " عشان", "probability": 0.9622395833333334}, {"start": 549.93, "end": 550.13, "word": " هنا", "probability": 0.95361328125}, {"start": 550.13, "end": 550.67, "word": " ناخد", "probability": 0.9890950520833334}, {"start": 550.67, "end": 551.83, "word": " MUE", "probability": 0.509033203125}], "temperature": 1.0}, {"id": 23, "seek": 58189, "start": 554.07, "end": 581.89, "text": "أحنا قلنا هنا هيكون ال degree of membership حاجة اسمها ال degree of membership أخدناها و أتكلمنا عنها فإذا برسمها بهذا الشكل لإن لما بدي أعبر عن ال rule الأولى project funding adequate adequate معناته ايه تلاتة؟ هاي ايه تلاتة؟ لمن؟ ل X ل X هاي X تمام طبعا نفس الكلام هيكون في الحلقتين التانين فهنسهل على حالنا في الحلقة القادمة الآن why", "tokens": [10721, 5016, 8315, 12174, 1211, 8315, 34105, 39896, 30544, 2423, 4314, 295, 16560, 11331, 26108, 3660, 24525, 2304, 11296, 2423, 4314, 295, 16560, 5551, 9778, 3215, 8315, 11296, 4032, 5551, 2655, 4117, 19528, 8315, 18871, 11296, 6156, 28814, 15730, 4724, 2288, 38251, 11296, 39627, 15730, 25124, 28820, 5296, 28814, 1863, 5296, 15042, 4724, 16254, 5551, 3615, 3555, 2288, 18871, 2423, 4978, 16247, 12610, 7578, 1716, 6137, 20927, 20927, 20449, 8315, 47395, 1975, 1829, 3224, 6055, 1211, 9307, 3660, 22807, 8032, 47302, 1975, 1829, 3224, 6055, 1211, 9307, 3660, 22807, 5296, 27842, 22807, 5296, 1783, 5296, 1783, 8032, 47302, 1783, 46811, 10943, 23032, 3555, 3615, 995, 8717, 36178, 2423, 28820, 10943, 39896, 30544, 8978, 21542, 1211, 38149, 9957, 16712, 7649, 9957, 6156, 3224, 1863, 3794, 3224, 1211, 15844, 11331, 6027, 8315, 8978, 21542, 1211, 28671, 25062, 18513, 46007, 6024, 48506, 983], "avg_logprob": -0.21365247508312793, "compression_ratio": 1.8869257950530036, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 554.07, "end": 554.27, "word": "أحنا", "probability": 0.7003580729166666}, {"start": 554.27, "end": 554.59, "word": " قلنا", "probability": 0.9103190104166666}, {"start": 554.59, "end": 554.83, "word": " هنا", "probability": 0.890625}, {"start": 554.83, "end": 555.19, "word": " هيكون", "probability": 0.78076171875}, {"start": 555.19, "end": 555.33, "word": " ال", "probability": 0.6474609375}, {"start": 555.33, "end": 555.67, "word": " degree", "probability": 0.67529296875}, {"start": 555.67, "end": 556.09, "word": " of", "probability": 0.9736328125}, {"start": 556.09, "end": 556.55, "word": " membership", "probability": 0.73681640625}, {"start": 556.55, "end": 557.65, "word": " حاجة", "probability": 0.9093424479166666}, {"start": 557.65, "end": 557.87, "word": " اسمها", "probability": 0.8209635416666666}, {"start": 557.87, "end": 557.95, "word": " ال", "probability": 0.5009765625}, {"start": 557.95, "end": 558.13, "word": " degree", "probability": 0.96484375}, {"start": 558.13, "end": 558.31, "word": " of", "probability": 0.953125}, {"start": 558.31, "end": 558.73, "word": " membership", "probability": 0.79296875}, {"start": 558.73, "end": 559.17, "word": " أخدناها", "probability": 0.93046875}, {"start": 559.17, "end": 559.27, "word": " و", "probability": 0.63427734375}, {"start": 559.27, "end": 559.59, "word": " أتكلمنا", "probability": 0.874072265625}, {"start": 559.59, "end": 559.87, "word": " عنها", "probability": 0.991455078125}, {"start": 559.87, "end": 560.49, "word": " فإذا", "probability": 0.7880859375}, {"start": 560.49, "end": 561.05, "word": " برسمها", "probability": 0.9439697265625}, {"start": 561.05, "end": 561.25, "word": " بهذا", "probability": 0.749755859375}, {"start": 561.25, "end": 561.59, "word": " الشكل", "probability": 0.993896484375}, {"start": 561.59, "end": 561.81, "word": " لإن", "probability": 0.560546875}, {"start": 561.81, "end": 561.97, "word": " لما", "probability": 0.6904296875}, {"start": 561.97, "end": 562.21, "word": " بدي", "probability": 0.73828125}, {"start": 562.21, "end": 562.71, "word": " أعبر", "probability": 0.82421875}, {"start": 562.71, "end": 562.89, "word": " عن", "probability": 0.98681640625}, {"start": 562.89, "end": 563.01, "word": " ال", "probability": 0.8623046875}, {"start": 563.01, "end": 563.23, "word": " rule", "probability": 0.447021484375}, {"start": 563.23, "end": 564.03, "word": " الأولى", "probability": 0.9521484375}, {"start": 564.03, "end": 565.33, "word": " project", "probability": 0.89208984375}, {"start": 565.33, "end": 566.09, "word": " funding", "probability": 0.935546875}, {"start": 566.09, "end": 567.15, "word": " adequate", "probability": 0.97412109375}, {"start": 567.15, "end": 567.75, "word": " adequate", "probability": 0.85595703125}, {"start": 567.75, "end": 568.21, "word": " معناته", "probability": 0.9324544270833334}, {"start": 568.21, "end": 568.39, "word": " ايه", "probability": 0.7630208333333334}, {"start": 568.39, "end": 569.93, "word": " تلاتة؟", "probability": 0.79697265625}, {"start": 569.93, "end": 570.07, "word": " هاي", "probability": 0.50213623046875}, {"start": 570.07, "end": 570.23, "word": " ايه", "probability": 0.9524739583333334}, {"start": 570.23, "end": 571.25, "word": " تلاتة؟", "probability": 0.9083984375}, {"start": 571.25, "end": 571.93, "word": " لمن؟", "probability": 0.7052408854166666}, {"start": 571.93, "end": 572.05, "word": " ل", "probability": 0.81494140625}, {"start": 572.05, "end": 572.43, "word": " X", "probability": 0.58544921875}, {"start": 572.43, "end": 573.61, "word": " ل", "probability": 0.321044921875}, {"start": 573.61, "end": 574.23, "word": " X", "probability": 0.97802734375}, {"start": 574.23, "end": 574.95, "word": " هاي", "probability": 0.6856689453125}, {"start": 574.95, "end": 575.23, "word": " X", "probability": 0.98828125}, {"start": 575.23, "end": 575.93, "word": " تمام", "probability": 0.927490234375}, {"start": 575.93, "end": 576.33, "word": " طبعا", "probability": 0.9229736328125}, {"start": 576.33, "end": 576.53, "word": " نفس", "probability": 0.968994140625}, {"start": 576.53, "end": 576.83, "word": " الكلام", "probability": 0.94189453125}, {"start": 576.83, "end": 577.19, "word": " هيكون", "probability": 0.93994140625}, {"start": 577.19, "end": 577.35, "word": " في", "probability": 0.94580078125}, {"start": 577.35, "end": 577.81, "word": " الحلقتين", "probability": 0.8585205078125}, {"start": 577.81, "end": 578.21, "word": " التانين", "probability": 0.8203125}, {"start": 578.21, "end": 578.79, "word": " فهنسهل", "probability": 0.8855794270833334}, {"start": 578.79, "end": 578.93, "word": " على", "probability": 0.92724609375}, {"start": 578.93, "end": 579.31, "word": " حالنا", "probability": 0.9772135416666666}, {"start": 579.31, "end": 579.69, "word": " في", "probability": 0.9482421875}, {"start": 579.69, "end": 579.99, "word": " الحلقة", "probability": 0.9654947916666666}, {"start": 579.99, "end": 580.43, "word": " القادمة", "probability": 0.9938151041666666}, {"start": 580.43, "end": 581.03, "word": " الآن", "probability": 0.6817626953125}, {"start": 581.03, "end": 581.89, "word": " why", "probability": 0.5625}], "temperature": 1.0}, {"id": 24, "seek": 61286, "start": 586.2, "end": 612.86, "text": "بالنسبة ل Y و اللي يمثل HY يمثل ال project staffing او التوظيف .. التوظيف المشروع مجدش محتاج عاملين المشروع عنده كويس برضه نفس الكلام هدا هتكون ميو ل B", "tokens": [3555, 6027, 1863, 35457, 3660, 5296, 398, 4032, 13672, 1829, 7251, 2304, 12984, 1211, 34189, 7251, 2304, 12984, 1211, 2423, 1716, 38918, 1975, 2407, 16712, 2407, 19913, 33911, 4386, 16712, 2407, 19913, 33911, 9673, 8592, 32887, 3615, 3714, 7435, 3215, 8592, 3714, 33753, 26108, 6225, 10943, 1211, 9957, 9673, 8592, 32887, 3615, 43242, 3224, 9122, 45865, 3794, 4724, 43042, 3224, 8717, 36178, 2423, 28820, 10943, 8032, 28259, 8032, 2655, 30544, 3714, 1829, 2407, 5296, 363], "avg_logprob": -0.24753289395257047, "compression_ratio": 1.5, "no_speech_prob": 0.0, "words": [{"start": 586.2, "end": 586.78, "word": "بالنسبة", "probability": 0.98017578125}, {"start": 586.78, "end": 587.0, "word": " ل", "probability": 0.8095703125}, {"start": 587.0, "end": 587.5, "word": " Y", "probability": 0.35498046875}, {"start": 587.5, "end": 587.88, "word": " و", "probability": 0.5771484375}, {"start": 587.88, "end": 588.0, "word": " اللي", "probability": 0.754638671875}, {"start": 588.0, "end": 588.42, "word": " يمثل", "probability": 0.9549560546875}, {"start": 588.42, "end": 588.74, "word": " HY", "probability": 0.1392822265625}, {"start": 588.74, "end": 590.52, "word": " يمثل", "probability": 0.9654541015625}, {"start": 590.52, "end": 591.54, "word": " ال", "probability": 0.43505859375}, {"start": 591.54, "end": 593.0, "word": " project", "probability": 0.8544921875}, {"start": 593.0, "end": 593.76, "word": " staffing", "probability": 0.935546875}, {"start": 593.76, "end": 603.92, "word": " او", "probability": 0.6790771484375}, {"start": 603.92, "end": 604.58, "word": " التوظيف", "probability": 0.9151611328125}, {"start": 604.58, "end": 604.84, "word": " ..", "probability": 0.2705078125}, {"start": 604.84, "end": 605.88, "word": " التوظيف", "probability": 0.907470703125}, {"start": 605.88, "end": 606.34, "word": " المشروع", "probability": 0.9688720703125}, {"start": 606.34, "end": 606.66, "word": " مجدش", "probability": 0.548004150390625}, {"start": 606.66, "end": 607.06, "word": " محتاج", "probability": 0.9850260416666666}, {"start": 607.06, "end": 607.42, "word": " عاملين", "probability": 0.9329833984375}, {"start": 607.42, "end": 607.84, "word": " المشروع", "probability": 0.9935302734375}, {"start": 607.84, "end": 608.16, "word": " عنده", "probability": 0.938232421875}, {"start": 608.16, "end": 608.88, "word": " كويس", "probability": 0.8898111979166666}, {"start": 608.88, "end": 609.66, "word": " برضه", "probability": 0.8367513020833334}, {"start": 609.66, "end": 609.86, "word": " نفس", "probability": 0.991943359375}, {"start": 609.86, "end": 610.2, "word": " الكلام", "probability": 0.9571940104166666}, {"start": 610.2, "end": 610.34, "word": " هدا", "probability": 0.449951171875}, {"start": 610.34, "end": 610.72, "word": " هتكون", "probability": 0.9189453125}, {"start": 610.72, "end": 611.16, "word": " ميو", "probability": 0.689453125}, {"start": 611.16, "end": 611.76, "word": " ل", "probability": 0.9482421875}, {"start": 611.76, "end": 612.86, "word": " B", "probability": 0.35791015625}], "temperature": 1.0}, {"id": 25, "seek": 64316, "start": 614.15, "end": 643.17, "text": "لـ LB إيش المتغيرات اللي عندي أو ال values اللي موجودة عندي؟ عندي small عندي large و خلاص مش هيك التالتة مش فيها فعندي small و عندي large ففي هاي small و هاي large خلاص مش حياطيني أكتر من هيك كويس small و large", "tokens": [1211, 39184, 441, 33, 11933, 1829, 8592, 9673, 2655, 17082, 13546, 9307, 13672, 1829, 18871, 16254, 34051, 2423, 4190, 13672, 1829, 3714, 29245, 23328, 3660, 18871, 16254, 22807, 18871, 16254, 1359, 18871, 16254, 2416, 4032, 16490, 1211, 33546, 37893, 39896, 4117, 16712, 6027, 2655, 3660, 37893, 8978, 11296, 6156, 3615, 1863, 16254, 1359, 4032, 18871, 16254, 2416, 6156, 41185, 8032, 47302, 1359, 4032, 8032, 47302, 2416, 16490, 1211, 33546, 37893, 11331, 1829, 41193, 9957, 1829, 5551, 4117, 2655, 2288, 9154, 39896, 4117, 9122, 45865, 3794, 1359, 4032, 2416], "avg_logprob": -0.2083918485748634, "compression_ratio": 1.8277777777777777, "no_speech_prob": 0.0, "words": [{"start": 614.15, "end": 614.53, "word": "لـ", "probability": 0.37359619140625}, {"start": 614.53, "end": 614.83, "word": " LB", "probability": 0.61962890625}, {"start": 614.83, "end": 616.21, "word": " إيش", "probability": 0.745361328125}, {"start": 616.21, "end": 617.19, "word": " المتغيرات", "probability": 0.975}, {"start": 617.19, "end": 617.33, "word": " اللي", "probability": 0.91748046875}, {"start": 617.33, "end": 617.67, "word": " عندي", "probability": 0.7166748046875}, {"start": 617.67, "end": 618.03, "word": " أو", "probability": 0.8349609375}, {"start": 618.03, "end": 618.17, "word": " ال", "probability": 0.96533203125}, {"start": 618.17, "end": 618.57, "word": " values", "probability": 0.71875}, {"start": 618.57, "end": 618.77, "word": " اللي", "probability": 0.97802734375}, {"start": 618.77, "end": 619.21, "word": " موجودة", "probability": 0.9776611328125}, {"start": 619.21, "end": 619.85, "word": " عندي؟", "probability": 0.5833333333333334}, {"start": 619.85, "end": 620.03, "word": " عندي", "probability": 0.88720703125}, {"start": 620.03, "end": 620.51, "word": " small", "probability": 0.908203125}, {"start": 620.51, "end": 622.73, "word": " عندي", "probability": 0.6524658203125}, {"start": 622.73, "end": 623.25, "word": " large", "probability": 0.9873046875}, {"start": 623.25, "end": 624.99, "word": " و", "probability": 0.896484375}, {"start": 624.99, "end": 626.73, "word": " خلاص", "probability": 0.85546875}, {"start": 626.73, "end": 627.91, "word": " مش", "probability": 0.80078125}, {"start": 627.91, "end": 628.17, "word": " هيك", "probability": 0.960693359375}, {"start": 628.17, "end": 628.91, "word": " التالتة", "probability": 0.7987060546875}, {"start": 628.91, "end": 629.13, "word": " مش", "probability": 0.340576171875}, {"start": 629.13, "end": 629.47, "word": " فيها", "probability": 0.97509765625}, {"start": 629.47, "end": 630.07, "word": " فعندي", "probability": 0.9031982421875}, {"start": 630.07, "end": 630.39, "word": " small", "probability": 0.97607421875}, {"start": 630.39, "end": 630.55, "word": " و", "probability": 0.98193359375}, {"start": 630.55, "end": 630.77, "word": " عندي", "probability": 0.791015625}, {"start": 630.77, "end": 631.07, "word": " large", "probability": 0.9912109375}, {"start": 631.07, "end": 632.47, "word": " ففي", "probability": 0.932373046875}, {"start": 632.47, "end": 632.67, "word": " هاي", "probability": 0.6439208984375}, {"start": 632.67, "end": 633.15, "word": " small", "probability": 0.97900390625}, {"start": 633.15, "end": 634.27, "word": " و", "probability": 0.7841796875}, {"start": 634.27, "end": 634.41, "word": " هاي", "probability": 0.782958984375}, {"start": 634.41, "end": 634.75, "word": " large", "probability": 0.9853515625}, {"start": 634.75, "end": 636.01, "word": " خلاص", "probability": 0.98388671875}, {"start": 636.01, "end": 636.63, "word": " مش", "probability": 0.93798828125}, {"start": 636.63, "end": 637.07, "word": " حياطيني", "probability": 0.741845703125}, {"start": 637.07, "end": 637.31, "word": " أكتر", "probability": 0.9566650390625}, {"start": 637.31, "end": 637.47, "word": " من", "probability": 0.9912109375}, {"start": 637.47, "end": 637.97, "word": " هيك", "probability": 0.98291015625}, {"start": 637.97, "end": 638.53, "word": " كويس", "probability": 0.93798828125}, {"start": 638.53, "end": 640.55, "word": " small", "probability": 0.85986328125}, {"start": 640.55, "end": 642.87, "word": " و", "probability": 0.96044921875}, {"start": 642.87, "end": 643.17, "word": " large", "probability": 0.9814453125}], "temperature": 1.0}, {"id": 26, "seek": 66823, "start": 645.59, "end": 668.23, "text": "هذه هسميها بي واحد و بي اتنين بي واحد و بي اتنين برضه حسب التدرج تبعنا مين ضال عندنا؟ ضال عندى ال risk ال risk في عندى low في عندى normal و في عندى high نفس الكلام بدنا نرسم low", "tokens": [3224, 24192, 8032, 38251, 1829, 11296, 4724, 1829, 36764, 24401, 4032, 4724, 1829, 1975, 2655, 1863, 9957, 4724, 1829, 36764, 24401, 4032, 4724, 1829, 1975, 2655, 1863, 9957, 4724, 43042, 3224, 11331, 35457, 16712, 3215, 47341, 6055, 3555, 3615, 8315, 3714, 9957, 48812, 6027, 43242, 8315, 22807, 48812, 6027, 43242, 7578, 2423, 3148, 2423, 3148, 8978, 43242, 7578, 2295, 8978, 43242, 7578, 2710, 4032, 8978, 43242, 7578, 1090, 8717, 36178, 2423, 28820, 10943, 47525, 8315, 8717, 2288, 38251, 2295], "avg_logprob": -0.1592773377895355, "compression_ratio": 1.8417721518987342, "no_speech_prob": 0.0, "words": [{"start": 645.59, "end": 645.91, "word": "هذه", "probability": 0.8837890625}, {"start": 645.91, "end": 646.45, "word": " هسميها", "probability": 0.8720703125}, {"start": 646.45, "end": 646.69, "word": " بي", "probability": 0.4813232421875}, {"start": 646.69, "end": 647.11, "word": " واحد", "probability": 0.982421875}, {"start": 647.11, "end": 647.51, "word": " و", "probability": 0.5654296875}, {"start": 647.51, "end": 647.85, "word": " بي", "probability": 0.735107421875}, {"start": 647.85, "end": 648.75, "word": " اتنين", "probability": 0.9534912109375}, {"start": 648.75, "end": 649.51, "word": " بي", "probability": 0.951171875}, {"start": 649.51, "end": 649.89, "word": " واحد", "probability": 0.98779296875}, {"start": 649.89, "end": 650.41, "word": " و", "probability": 0.97119140625}, {"start": 650.41, "end": 650.57, "word": " بي", "probability": 0.926025390625}, {"start": 650.57, "end": 650.91, "word": " اتنين", "probability": 0.9852294921875}, {"start": 650.91, "end": 651.99, "word": " برضه", "probability": 0.8876953125}, {"start": 651.99, "end": 652.29, "word": " حسب", "probability": 0.96533203125}, {"start": 652.29, "end": 652.67, "word": " التدرج", "probability": 0.86376953125}, {"start": 652.67, "end": 653.07, "word": " تبعنا", "probability": 0.857666015625}, {"start": 653.07, "end": 653.57, "word": " مين", "probability": 0.90869140625}, {"start": 653.57, "end": 653.81, "word": " ضال", "probability": 0.841552734375}, {"start": 653.81, "end": 654.51, "word": " عندنا؟", "probability": 0.7986653645833334}, {"start": 654.51, "end": 654.79, "word": " ضال", "probability": 0.831787109375}, {"start": 654.79, "end": 655.23, "word": " عندى", "probability": 0.5196533203125}, {"start": 655.23, "end": 655.41, "word": " ال", "probability": 0.96630859375}, {"start": 655.41, "end": 655.77, "word": " risk", "probability": 0.94775390625}, {"start": 655.77, "end": 656.43, "word": " ال", "probability": 0.85498046875}, {"start": 656.43, "end": 656.67, "word": " risk", "probability": 0.990234375}, {"start": 656.67, "end": 656.85, "word": " في", "probability": 0.85693359375}, {"start": 656.85, "end": 657.45, "word": " عندى", "probability": 0.86962890625}, {"start": 657.45, "end": 659.41, "word": " low", "probability": 0.96533203125}, {"start": 659.41, "end": 660.31, "word": " في", "probability": 0.313720703125}, {"start": 660.31, "end": 660.71, "word": " عندى", "probability": 0.903076171875}, {"start": 660.71, "end": 661.45, "word": " normal", "probability": 0.8974609375}, {"start": 661.45, "end": 662.97, "word": " و", "probability": 0.9697265625}, {"start": 662.97, "end": 663.15, "word": " في", "probability": 0.7001953125}, {"start": 663.15, "end": 663.47, "word": " عندى", "probability": 0.90283203125}, {"start": 663.47, "end": 663.77, "word": " high", "probability": 0.9423828125}, {"start": 663.77, "end": 665.33, "word": " نفس", "probability": 0.94091796875}, {"start": 665.33, "end": 665.89, "word": " الكلام", "probability": 0.9666341145833334}, {"start": 665.89, "end": 667.07, "word": " بدنا", "probability": 0.975830078125}, {"start": 667.07, "end": 667.99, "word": " نرسم", "probability": 0.9895833333333334}, {"start": 667.99, "end": 668.23, "word": " low", "probability": 0.62646484375}], "temperature": 1.0}, {"id": 27, "seek": 69527, "start": 671.27, "end": 695.27, "text": "ال membership تبعته كيف شكلها هذه لمن ل z why z و هنا هيكون mu ل z عشان نحسبها في الآخر زي ما قلنا في عندي low normal و high ف low normal و high", "tokens": [6027, 16560, 6055, 3555, 34268, 3224, 9122, 33911, 13412, 28820, 11296, 29538, 5296, 27842, 5296, 710, 983, 710, 4032, 34105, 39896, 30544, 2992, 5296, 710, 6225, 8592, 7649, 8717, 5016, 35457, 11296, 8978, 6024, 95, 34740, 30767, 1829, 19446, 12174, 1211, 8315, 8978, 18871, 16254, 2295, 2710, 4032, 1090, 6156, 2295, 2710, 4032, 1090], "avg_logprob": -0.29147727272727275, "compression_ratio": 1.4093959731543624, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 671.27, "end": 671.55, "word": "ال", "probability": 0.3388671875}, {"start": 671.55, "end": 672.53, "word": " membership", "probability": 0.28466796875}, {"start": 672.53, "end": 673.23, "word": " تبعته", "probability": 0.815185546875}, {"start": 673.23, "end": 673.39, "word": " كيف", "probability": 0.882568359375}, {"start": 673.39, "end": 673.85, "word": " شكلها", "probability": 0.9879557291666666}, {"start": 673.85, "end": 674.37, "word": " هذه", "probability": 0.1690673828125}, {"start": 674.37, "end": 674.69, "word": " لمن", "probability": 0.75439453125}, {"start": 674.69, "end": 675.59, "word": " ل", "probability": 0.537109375}, {"start": 675.59, "end": 675.87, "word": " z", "probability": 0.4638671875}, {"start": 675.87, "end": 677.39, "word": " why", "probability": 0.30859375}, {"start": 677.39, "end": 677.87, "word": " z", "probability": 0.884765625}, {"start": 677.87, "end": 679.93, "word": " و", "probability": 0.2364501953125}, {"start": 679.93, "end": 680.05, "word": " هنا", "probability": 0.72900390625}, {"start": 680.05, "end": 680.57, "word": " هيكون", "probability": 0.849853515625}, {"start": 680.57, "end": 681.05, "word": " mu", "probability": 0.287353515625}, {"start": 681.05, "end": 681.61, "word": " ل", "probability": 0.9365234375}, {"start": 681.61, "end": 681.97, "word": " z", "probability": 0.9091796875}, {"start": 681.97, "end": 683.43, "word": " عشان", "probability": 0.9783528645833334}, {"start": 683.43, "end": 684.07, "word": " نحسبها", "probability": 0.9656982421875}, {"start": 684.07, "end": 684.37, "word": " في", "probability": 0.8837890625}, {"start": 684.37, "end": 684.73, "word": " الآخر", "probability": 0.9602864583333334}, {"start": 684.73, "end": 685.27, "word": " زي", "probability": 0.7900390625}, {"start": 685.27, "end": 685.33, "word": " ما", "probability": 0.9765625}, {"start": 685.33, "end": 685.65, "word": " قلنا", "probability": 0.9026692708333334}, {"start": 685.65, "end": 686.05, "word": " في", "probability": 0.86669921875}, {"start": 686.05, "end": 686.45, "word": " عندي", "probability": 0.73095703125}, {"start": 686.45, "end": 687.41, "word": " low", "probability": 0.9765625}, {"start": 687.41, "end": 688.57, "word": " normal", "probability": 0.64990234375}, {"start": 688.57, "end": 689.23, "word": " و", "probability": 0.90625}, {"start": 689.23, "end": 689.49, "word": " high", "probability": 0.79736328125}, {"start": 689.49, "end": 690.57, "word": " ف", "probability": 0.91650390625}, {"start": 690.57, "end": 690.91, "word": " low", "probability": 0.62109375}, {"start": 690.91, "end": 692.47, "word": " normal", "probability": 0.8349609375}, {"start": 692.47, "end": 694.99, "word": " و", "probability": 0.9599609375}, {"start": 694.99, "end": 695.27, "word": " high", "probability": 0.90576171875}], "temperature": 1.0}, {"id": 28, "seek": 70914, "start": 703.48, "end": 709.14, "text": "تمام هذه C1 C2 و C3", "tokens": [39237, 10943, 29538, 383, 16, 383, 17, 4032, 383, 18], "avg_logprob": -0.283203125, "compression_ratio": 0.75, "no_speech_prob": 0.0, "words": [{"start": 703.48, "end": 704.24, "word": "تمام", "probability": 0.892333984375}, {"start": 704.24, "end": 704.9, "word": " هذه", "probability": 0.6455078125}, {"start": 704.9, "end": 706.46, "word": " C1", "probability": 0.69482421875}, {"start": 706.46, "end": 707.72, "word": " C2", "probability": 0.6898193359375}, {"start": 707.72, "end": 708.0, "word": " و", "probability": 0.92041015625}, {"start": 708.0, "end": 709.14, "word": " C3", "probability": 0.761962890625}], "temperature": 1.0}, {"id": 29, "seek": 73697, "start": 710.93, "end": 736.97, "text": "أتوقع الآن هتكون وضحة القيم اللي موجودة عندنا هنا أو الـ symbolic representation اللي صارت على الشمال الشاشة أصبحت واضحة عندنا بالشكل اللي احنا شايفينه، نتيجة التقسيمات اللي تمت، نتيجة التقسيمات اللي تمت، فإذا بقدر أقول إن X واللي هي تمثل project funding ال project funding is adequate معناته A3", "tokens": [10721, 2655, 30543, 3615, 6024, 48506, 8032, 2655, 30544, 4032, 11242, 5016, 3660, 25062, 32640, 13672, 1829, 3714, 29245, 23328, 3660, 43242, 8315, 34105, 34051, 2423, 39184, 25755, 10290, 13672, 1829, 20328, 9640, 2655, 15844, 25124, 2304, 6027, 25124, 33599, 3660, 5551, 9381, 3555, 33753, 4032, 46958, 5016, 3660, 43242, 8315, 20666, 8592, 28820, 13672, 1829, 1975, 5016, 8315, 13412, 995, 33911, 9957, 3224, 12399, 8717, 31371, 7435, 3660, 16712, 4587, 3794, 32640, 9307, 13672, 1829, 46811, 2655, 12399, 8717, 31371, 7435, 3660, 16712, 4587, 3794, 32640, 9307, 13672, 1829, 46811, 2655, 12399, 6156, 28814, 15730, 4724, 28543, 2288, 5551, 39648, 36145, 1783, 16070, 20292, 39896, 46811, 12984, 1211, 1716, 6137, 2423, 1716, 6137, 307, 20927, 20449, 8315, 47395, 316, 18], "avg_logprob": -0.1785348391190904, "compression_ratio": 1.8037735849056604, "no_speech_prob": 0.0, "words": [{"start": 710.93, "end": 711.35, "word": "أتوقع", "probability": 0.9420166015625}, {"start": 711.35, "end": 711.55, "word": " الآن", "probability": 0.5625}, {"start": 711.55, "end": 711.97, "word": " هتكون", "probability": 0.8121744791666666}, {"start": 711.97, "end": 713.11, "word": " وضحة", "probability": 0.8076171875}, {"start": 713.11, "end": 714.45, "word": " القيم", "probability": 0.894775390625}, {"start": 714.45, "end": 714.61, "word": " اللي", "probability": 0.8564453125}, {"start": 714.61, "end": 715.03, "word": " موجودة", "probability": 0.983642578125}, {"start": 715.03, "end": 715.25, "word": " عندنا", "probability": 0.60528564453125}, {"start": 715.25, "end": 715.43, "word": " هنا", "probability": 0.97509765625}, {"start": 715.43, "end": 715.69, "word": " أو", "probability": 0.84033203125}, {"start": 715.69, "end": 716.73, "word": " الـ", "probability": 0.781982421875}, {"start": 716.73, "end": 717.11, "word": " symbolic", "probability": 0.50927734375}, {"start": 717.11, "end": 717.81, "word": " representation", "probability": 0.93603515625}, {"start": 717.81, "end": 718.51, "word": " اللي", "probability": 0.956298828125}, {"start": 718.51, "end": 718.83, "word": " صارت", "probability": 0.92822265625}, {"start": 718.83, "end": 719.07, "word": " على", "probability": 0.91015625}, {"start": 719.07, "end": 720.27, "word": " الشمال", "probability": 0.786865234375}, {"start": 720.27, "end": 721.47, "word": " الشاشة", "probability": 0.9775390625}, {"start": 721.47, "end": 722.03, "word": " أصبحت", "probability": 0.9053955078125}, {"start": 722.03, "end": 722.45, "word": " واضحة", "probability": 0.982421875}, {"start": 722.45, "end": 722.99, "word": " عندنا", "probability": 0.850341796875}, {"start": 722.99, "end": 723.61, "word": " بالشكل", "probability": 0.9742838541666666}, {"start": 723.61, "end": 723.71, "word": " اللي", "probability": 0.99169921875}, {"start": 723.71, "end": 723.87, "word": " احنا", "probability": 0.7901204427083334}, {"start": 723.87, "end": 724.75, "word": " شايفينه،", "probability": 0.8723958333333334}, {"start": 724.75, "end": 725.21, "word": " نتيجة", "probability": 0.987060546875}, {"start": 725.21, "end": 726.05, "word": " التقسيمات", "probability": 0.9328125}, {"start": 726.05, "end": 726.49, "word": " اللي", "probability": 0.968017578125}, {"start": 726.49, "end": 727.07, "word": " تمت،", "probability": 0.8575846354166666}, {"start": 727.07, "end": 727.41, "word": " نتيجة", "probability": 0.993896484375}, {"start": 727.41, "end": 727.93, "word": " التقسيمات", "probability": 0.98134765625}, {"start": 727.93, "end": 728.07, "word": " اللي", "probability": 0.98486328125}, {"start": 728.07, "end": 728.61, "word": " تمت،", "probability": 0.8357747395833334}, {"start": 728.61, "end": 728.81, "word": " فإذا", "probability": 0.8971354166666666}, {"start": 728.81, "end": 729.17, "word": " بقدر", "probability": 0.8408203125}, {"start": 729.17, "end": 729.33, "word": " أقول", "probability": 0.884765625}, {"start": 729.33, "end": 729.47, "word": " إن", "probability": 0.5244140625}, {"start": 729.47, "end": 730.39, "word": " X", "probability": 0.76025390625}, {"start": 730.39, "end": 730.77, "word": " واللي", "probability": 0.553466796875}, {"start": 730.77, "end": 730.87, "word": " هي", "probability": 0.79150390625}, {"start": 730.87, "end": 731.55, "word": " تمثل", "probability": 0.9635416666666666}, {"start": 731.55, "end": 732.09, "word": " project", "probability": 0.9228515625}, {"start": 732.09, "end": 732.91, "word": " funding", "probability": 0.9404296875}, {"start": 732.91, "end": 733.47, "word": " ال", "probability": 0.7158203125}, {"start": 733.47, "end": 733.73, "word": " project", "probability": 0.479248046875}, {"start": 733.73, "end": 734.17, "word": " funding", "probability": 0.95947265625}, {"start": 734.17, "end": 734.47, "word": " is", "probability": 0.94091796875}, {"start": 734.47, "end": 735.25, "word": " adequate", "probability": 0.96826171875}, {"start": 735.25, "end": 735.91, "word": " معناته", "probability": 0.861328125}, {"start": 735.91, "end": 736.97, "word": " A3", "probability": 0.46826171875}], "temperature": 1.0}, {"id": 30, "seek": 76567, "start": 739.09, "end": 765.67, "text": "adequate معناته ايه تلاتة طيب small بالنسبة لا staffing معناته بواحد small و هكذا الآن عندي هذا ال .. ال .. ال .. مجموعة ال three rules هدولة و ال project هذا اللي بدنا نحله بدنا نشوف جدش هل انا اخطو الخطوة هذه او لأ حسب ال rules اللي موجودة عندى لكن محتاج بس اعرف", "tokens": [34209, 473, 20449, 8315, 47395, 1975, 1829, 3224, 6055, 1211, 9307, 3660, 23032, 1829, 3555, 1359, 20666, 1863, 35457, 3660, 20193, 38918, 20449, 8315, 47395, 4724, 14407, 24401, 1359, 4032, 8032, 4117, 15730, 6024, 48506, 18871, 16254, 23758, 2423, 4386, 2423, 4386, 2423, 4386, 3714, 7435, 2304, 2407, 27884, 2423, 1045, 4474, 8032, 3215, 12610, 3660, 4032, 2423, 1716, 23758, 13672, 1829, 47525, 8315, 8717, 5016, 43761, 47525, 8315, 8717, 8592, 38688, 10874, 3215, 8592, 8032, 1211, 1975, 8315, 1975, 9778, 9566, 2407, 33962, 9566, 2407, 3660, 29538, 1975, 2407, 5296, 10721, 11331, 35457, 2423, 4474, 13672, 1829, 3714, 29245, 23328, 3660, 43242, 7578, 44381, 3714, 33753, 26108, 4724, 3794, 1975, 3615, 28480], "avg_logprob": -0.1736567922328648, "compression_ratio": 1.7142857142857142, "no_speech_prob": 0.0, "words": [{"start": 739.09, "end": 739.61, "word": "adequate", "probability": 0.92626953125}, {"start": 739.61, "end": 739.93, "word": " معناته", "probability": 0.8229166666666666}, {"start": 739.93, "end": 740.07, "word": " ايه", "probability": 0.8037109375}, {"start": 740.07, "end": 740.53, "word": " تلاتة", "probability": 0.882080078125}, {"start": 740.53, "end": 741.29, "word": " طيب", "probability": 0.7217610677083334}, {"start": 741.29, "end": 741.97, "word": " small", "probability": 0.7919921875}, {"start": 741.97, "end": 743.89, "word": " بالنسبة", "probability": 0.9366455078125}, {"start": 743.89, "end": 744.15, "word": " لا", "probability": 0.321533203125}, {"start": 744.15, "end": 744.93, "word": " staffing", "probability": 0.82275390625}, {"start": 744.93, "end": 745.49, "word": " معناته", "probability": 0.9679361979166666}, {"start": 745.49, "end": 746.17, "word": " بواحد", "probability": 0.8961588541666666}, {"start": 746.17, "end": 748.17, "word": " small", "probability": 0.61181640625}, {"start": 748.17, "end": 748.63, "word": " و", "probability": 0.708984375}, {"start": 748.63, "end": 749.01, "word": " هكذا", "probability": 0.8971354166666666}, {"start": 749.01, "end": 750.29, "word": " الآن", "probability": 0.635009765625}, {"start": 750.29, "end": 750.81, "word": " عندي", "probability": 0.636962890625}, {"start": 750.81, "end": 751.03, "word": " هذا", "probability": 0.66796875}, {"start": 751.03, "end": 751.43, "word": " ال", "probability": 0.53369140625}, {"start": 751.43, "end": 751.43, "word": " ..", "probability": 0.63916015625}, {"start": 751.43, "end": 751.65, "word": " ال", "probability": 0.70166015625}, {"start": 751.65, "end": 751.79, "word": " ..", "probability": 0.96533203125}, {"start": 751.79, "end": 752.33, "word": " ال", "probability": 0.75244140625}, {"start": 752.33, "end": 752.33, "word": " ..", "probability": 0.8701171875}, {"start": 752.33, "end": 753.61, "word": " مجموعة", "probability": 0.89306640625}, {"start": 753.61, "end": 753.77, "word": " ال", "probability": 0.9638671875}, {"start": 753.77, "end": 753.95, "word": " three", "probability": 0.794921875}, {"start": 753.95, "end": 754.29, "word": " rules", "probability": 0.8046875}, {"start": 754.29, "end": 754.87, "word": " هدولة", "probability": 0.849365234375}, {"start": 754.87, "end": 755.07, "word": " و", "probability": 0.73974609375}, {"start": 755.07, "end": 755.15, "word": " ال", "probability": 0.92919921875}, {"start": 755.15, "end": 755.43, "word": " project", "probability": 0.98974609375}, {"start": 755.43, "end": 755.65, "word": " هذا", "probability": 0.71044921875}, {"start": 755.65, "end": 755.75, "word": " اللي", "probability": 0.956298828125}, {"start": 755.75, "end": 755.97, "word": " بدنا", "probability": 0.958740234375}, {"start": 755.97, "end": 756.39, "word": " نحله", "probability": 0.9454752604166666}, {"start": 756.39, "end": 756.67, "word": " بدنا", "probability": 0.912109375}, {"start": 756.67, "end": 757.55, "word": " نشوف", "probability": 0.9905598958333334}, {"start": 757.55, "end": 758.17, "word": " جدش", "probability": 0.6724446614583334}, {"start": 758.17, "end": 759.13, "word": " هل", "probability": 0.90087890625}, {"start": 759.13, "end": 759.41, "word": " انا", "probability": 0.72802734375}, {"start": 759.41, "end": 760.21, "word": " اخطو", "probability": 0.893310546875}, {"start": 760.21, "end": 760.83, "word": " الخطوة", "probability": 0.9593505859375}, {"start": 760.83, "end": 761.09, "word": " هذه", "probability": 0.71875}, {"start": 761.09, "end": 761.29, "word": " او", "probability": 0.91357421875}, {"start": 761.29, "end": 761.55, "word": " لأ", "probability": 0.911865234375}, {"start": 761.55, "end": 762.37, "word": " حسب", "probability": 0.981689453125}, {"start": 762.37, "end": 762.49, "word": " ال", "probability": 0.994140625}, {"start": 762.49, "end": 762.71, "word": " rules", "probability": 0.83447265625}, {"start": 762.71, "end": 762.85, "word": " اللي", "probability": 0.963134765625}, {"start": 762.85, "end": 763.21, "word": " موجودة", "probability": 0.9818115234375}, {"start": 763.21, "end": 763.61, "word": " عندى", "probability": 0.8896484375}, {"start": 763.61, "end": 764.33, "word": " لكن", "probability": 0.87939453125}, {"start": 764.33, "end": 764.87, "word": " محتاج", "probability": 0.9938151041666666}, {"start": 764.87, "end": 765.11, "word": " بس", "probability": 0.988525390625}, {"start": 765.11, "end": 765.67, "word": " اعرف", "probability": 0.9417317708333334}], "temperature": 1.0}, {"id": 31, "seek": 79291, "start": 766.87, "end": 792.91, "text": "الـ inputs اللي موجودين عندي محتاج أعرف إيش ال inputs عشان أقول والله أه أخطو هذه الخطوة هل في risk أني أخد المشروع هذا أو مافيش risk فال project اللي هو ال project كلهم بدين بال project إذا ال project funding إيش وضعه؟ كويس؟ والله ال fund تبعه منيح ولا كافي ولا غير كافي ولا مش مناسب؟ طيب بعدين عملية التوظيف في المشروع هل أنا محتاج أوظف كتير في المشروع؟", "tokens": [6027, 39184, 15743, 13672, 1829, 3714, 29245, 23328, 9957, 18871, 16254, 3714, 33753, 26108, 5551, 3615, 28480, 11933, 1829, 8592, 2423, 15743, 6225, 8592, 7649, 5551, 39648, 16070, 43761, 5551, 3224, 5551, 9778, 9566, 2407, 29538, 33962, 9566, 2407, 3660, 8032, 1211, 8978, 3148, 14739, 1829, 5551, 9778, 3215, 9673, 8592, 32887, 3615, 23758, 34051, 19446, 41185, 8592, 3148, 6156, 6027, 1716, 13672, 1829, 31439, 2423, 1716, 28242, 16095, 47525, 9957, 20666, 1716, 11933, 15730, 2423, 1716, 6137, 11933, 1829, 8592, 4032, 11242, 3615, 3224, 22807, 9122, 45865, 3794, 22807, 16070, 43761, 2423, 2374, 6055, 3555, 3615, 3224, 3714, 22653, 5016, 49429, 9122, 31845, 1829, 49429, 32771, 13546, 9122, 31845, 1829, 49429, 37893, 3714, 8315, 35457, 22807, 23032, 1829, 3555, 39182, 9957, 6225, 42213, 10632, 16712, 2407, 19913, 33911, 8978, 9673, 8592, 32887, 3615, 8032, 1211, 41850, 3714, 33753, 26108, 34051, 19913, 5172, 9122, 2655, 13546, 8978, 9673, 8592, 32887, 3615, 22807], "avg_logprob": -0.11621732104058359, "compression_ratio": 2.034965034965035, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 766.87, "end": 767.15, "word": "الـ", "probability": 0.6197509765625}, {"start": 767.15, "end": 767.41, "word": " inputs", "probability": 0.6484375}, {"start": 767.41, "end": 767.57, "word": " اللي", "probability": 0.89599609375}, {"start": 767.57, "end": 767.97, "word": " موجودين", "probability": 0.9886474609375}, {"start": 767.97, "end": 768.31, "word": " عندي", "probability": 0.75732421875}, {"start": 768.31, "end": 769.11, "word": " محتاج", "probability": 0.8782552083333334}, {"start": 769.11, "end": 769.43, "word": " أعرف", "probability": 0.8525390625}, {"start": 769.43, "end": 769.63, "word": " إيش", "probability": 0.8601888020833334}, {"start": 769.63, "end": 769.75, "word": " ال", "probability": 0.98681640625}, {"start": 769.75, "end": 770.13, "word": " inputs", "probability": 0.47265625}, {"start": 770.13, "end": 770.53, "word": " عشان", "probability": 0.9658203125}, {"start": 770.53, "end": 770.83, "word": " أقول", "probability": 0.953125}, {"start": 770.83, "end": 771.15, "word": " والله", "probability": 0.846923828125}, {"start": 771.15, "end": 771.53, "word": " أه", "probability": 0.771728515625}, {"start": 771.53, "end": 772.23, "word": " أخطو", "probability": 0.8394775390625}, {"start": 772.23, "end": 772.41, "word": " هذه", "probability": 0.6083984375}, {"start": 772.41, "end": 772.97, "word": " الخطوة", "probability": 0.98583984375}, {"start": 772.97, "end": 773.41, "word": " هل", "probability": 0.93359375}, {"start": 773.41, "end": 773.53, "word": " في", "probability": 0.96435546875}, {"start": 773.53, "end": 773.85, "word": " risk", "probability": 0.890625}, {"start": 773.85, "end": 774.13, "word": " أني", "probability": 0.57080078125}, {"start": 774.13, "end": 774.37, "word": " أخد", "probability": 0.9186197916666666}, {"start": 774.37, "end": 774.75, "word": " المشروع", "probability": 0.98193359375}, {"start": 774.75, "end": 774.97, "word": " هذا", "probability": 0.86376953125}, {"start": 774.97, "end": 775.09, "word": " أو", "probability": 0.95458984375}, {"start": 775.09, "end": 775.39, "word": " مافيش", "probability": 0.9326171875}, {"start": 775.39, "end": 775.71, "word": " risk", "probability": 0.9853515625}, {"start": 775.71, "end": 776.33, "word": " فال", "probability": 0.898681640625}, {"start": 776.33, "end": 776.71, "word": " project", "probability": 0.96240234375}, {"start": 776.71, "end": 776.85, "word": " اللي", "probability": 0.952880859375}, {"start": 776.85, "end": 776.97, "word": " هو", "probability": 0.8173828125}, {"start": 776.97, "end": 777.05, "word": " ال", "probability": 0.81689453125}, {"start": 777.05, "end": 777.25, "word": " project", "probability": 0.94189453125}, {"start": 777.25, "end": 777.57, "word": " كلهم", "probability": 0.83642578125}, {"start": 777.57, "end": 777.77, "word": " بدين", "probability": 0.674560546875}, {"start": 777.77, "end": 777.91, "word": " بال", "probability": 0.74169921875}, {"start": 777.91, "end": 778.31, "word": " project", "probability": 0.98291015625}, {"start": 778.31, "end": 778.81, "word": " إذا", "probability": 0.964111328125}, {"start": 778.81, "end": 778.93, "word": " ال", "probability": 0.98388671875}, {"start": 778.93, "end": 779.27, "word": " project", "probability": 0.9921875}, {"start": 779.27, "end": 779.85, "word": " funding", "probability": 0.92822265625}, {"start": 779.85, "end": 780.53, "word": " إيش", "probability": 0.9453125}, {"start": 780.53, "end": 781.55, "word": " وضعه؟", "probability": 0.94560546875}, {"start": 781.55, "end": 782.39, "word": " كويس؟", "probability": 0.79852294921875}, {"start": 782.39, "end": 782.75, "word": " والله", "probability": 0.964599609375}, {"start": 782.75, "end": 783.29, "word": " ال", "probability": 0.95751953125}, {"start": 783.29, "end": 783.55, "word": " fund", "probability": 0.70263671875}, {"start": 783.55, "end": 783.89, "word": " تبعه", "probability": 0.95166015625}, {"start": 783.89, "end": 784.29, "word": " منيح", "probability": 0.8180338541666666}, {"start": 784.29, "end": 784.59, "word": " ولا", "probability": 0.8212890625}, {"start": 784.59, "end": 785.13, "word": " كافي", "probability": 0.9803059895833334}, {"start": 785.13, "end": 785.31, "word": " ولا", "probability": 0.900390625}, {"start": 785.31, "end": 785.57, "word": " غير", "probability": 0.997802734375}, {"start": 785.57, "end": 786.01, "word": " كافي", "probability": 0.9801432291666666}, {"start": 786.01, "end": 786.27, "word": " ولا", "probability": 0.88720703125}, {"start": 786.27, "end": 787.17, "word": " مش", "probability": 0.98681640625}, {"start": 787.17, "end": 788.03, "word": " مناسب؟", "probability": 0.880615234375}, {"start": 788.03, "end": 788.23, "word": " طيب", "probability": 0.92626953125}, {"start": 788.23, "end": 788.53, "word": " بعدين", "probability": 0.8994140625}, {"start": 788.53, "end": 788.83, "word": " عملية", "probability": 0.9855143229166666}, {"start": 788.83, "end": 789.35, "word": " التوظيف", "probability": 0.9930419921875}, {"start": 789.35, "end": 789.53, "word": " في", "probability": 0.98681640625}, {"start": 789.53, "end": 790.15, "word": " المشروع", "probability": 0.990478515625}, {"start": 790.15, "end": 790.97, "word": " هل", "probability": 0.876220703125}, {"start": 790.97, "end": 791.07, "word": " أنا", "probability": 0.87890625}, {"start": 791.07, "end": 791.47, "word": " محتاج", "probability": 0.9951171875}, {"start": 791.47, "end": 791.89, "word": " أوظف", "probability": 0.8375651041666666}, {"start": 791.89, "end": 792.19, "word": " كتير", "probability": 0.9864908854166666}, {"start": 792.19, "end": 792.31, "word": " في", "probability": 0.9921875}, {"start": 792.31, "end": 792.91, "word": " المشروع؟", "probability": 0.9904296875}], "temperature": 1.0}, {"id": 32, "seek": 81885, "start": 794.81, "end": 818.85, "text": "فمعنى ذلك المشروع كل الـ Fund تبعه تحضيه رواتب و لا لأ أنا مش محتاج أوظف حد فمعنى ذلك أن احتمالية أنه يتم على خير المشروع و فعلا تكون كل الفلوس رايحة للمواد المشروع نفسه هتكون أعلى فهذا اللي بدنا نورع فمعناته في عندي two inputs أنا مستنيهم المفروض هستنهم أنتظرهم هدول اتنين بناء عليهم بدي أقرر", "tokens": [5172, 2304, 3615, 1863, 7578, 29910, 23275, 9673, 8592, 32887, 3615, 28242, 2423, 39184, 13493, 6055, 3555, 3615, 3224, 6055, 5016, 11242, 1829, 3224, 12602, 2407, 9307, 3555, 4032, 20193, 5296, 10721, 41850, 37893, 3714, 33753, 26108, 34051, 19913, 5172, 11331, 3215, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 14739, 1975, 33753, 2304, 6027, 10632, 14739, 3224, 7251, 39237, 15844, 16490, 13546, 9673, 8592, 32887, 3615, 4032, 6156, 3615, 15040, 6055, 30544, 28242, 27188, 1211, 41779, 12602, 47302, 5016, 3660, 5296, 19528, 14407, 3215, 9673, 8592, 32887, 3615, 8717, 36178, 3224, 8032, 2655, 30544, 5551, 3615, 23942, 6156, 3224, 15730, 13672, 1829, 47525, 8315, 8717, 13063, 3615, 6156, 2304, 3615, 8315, 47395, 8978, 18871, 16254, 732, 15743, 41850, 3714, 14851, 22653, 16095, 9673, 5172, 32887, 11242, 8032, 14851, 1863, 16095, 14739, 2655, 19913, 2288, 16095, 8032, 3215, 12610, 1975, 2655, 1863, 9957, 44945, 16606, 25894, 16095, 4724, 16254, 5551, 4587, 2288, 2288], "avg_logprob": -0.1922998358221615, "compression_ratio": 1.9219330855018588, "no_speech_prob": 0.0, "words": [{"start": 794.81, "end": 795.23, "word": "فمعنى", "probability": 0.79306640625}, {"start": 795.23, "end": 795.51, "word": " ذلك", "probability": 0.990966796875}, {"start": 795.51, "end": 796.33, "word": " المشروع", "probability": 0.872802734375}, {"start": 796.33, "end": 796.63, "word": " كل", "probability": 0.8720703125}, {"start": 796.63, "end": 797.11, "word": " الـ", "probability": 0.67529296875}, {"start": 797.11, "end": 797.29, "word": " Fund", "probability": 0.52880859375}, {"start": 797.29, "end": 797.59, "word": " تبعه", "probability": 0.643310546875}, {"start": 797.59, "end": 797.91, "word": " تحضيه", "probability": 0.707861328125}, {"start": 797.91, "end": 798.39, "word": " رواتب", "probability": 0.921630859375}, {"start": 798.39, "end": 798.75, "word": " و", "probability": 0.3046875}, {"start": 798.75, "end": 798.83, "word": " لا", "probability": 0.93408203125}, {"start": 798.83, "end": 798.97, "word": " لأ", "probability": 0.7144775390625}, {"start": 798.97, "end": 799.05, "word": " أنا", "probability": 0.7451171875}, {"start": 799.05, "end": 799.17, "word": " مش", "probability": 0.92041015625}, {"start": 799.17, "end": 799.51, "word": " محتاج", "probability": 0.9947916666666666}, {"start": 799.51, "end": 799.95, "word": " أوظف", "probability": 0.9036458333333334}, {"start": 799.95, "end": 800.17, "word": " حد", "probability": 0.77880859375}, {"start": 800.17, "end": 801.15, "word": " فمعنى", "probability": 0.89609375}, {"start": 801.15, "end": 801.39, "word": " ذلك", "probability": 0.99072265625}, {"start": 801.39, "end": 801.59, "word": " أن", "probability": 0.316650390625}, {"start": 801.59, "end": 802.27, "word": " احتمالية", "probability": 0.8931640625}, {"start": 802.27, "end": 802.47, "word": " أنه", "probability": 0.6875}, {"start": 802.47, "end": 802.69, "word": " يتم", "probability": 0.980224609375}, {"start": 802.69, "end": 802.89, "word": " على", "probability": 0.9267578125}, {"start": 802.89, "end": 803.15, "word": " خير", "probability": 0.910888671875}, {"start": 803.15, "end": 803.71, "word": " المشروع", "probability": 0.9891357421875}, {"start": 803.71, "end": 804.23, "word": " و", "probability": 0.95263671875}, {"start": 804.23, "end": 804.83, "word": " فعلا", "probability": 0.9191080729166666}, {"start": 804.83, "end": 805.21, "word": " تكون", "probability": 0.87744140625}, {"start": 805.21, "end": 805.59, "word": " كل", "probability": 0.96142578125}, {"start": 805.59, "end": 806.09, "word": " الفلوس", "probability": 0.9112955729166666}, {"start": 806.09, "end": 806.37, "word": " رايحة", "probability": 0.9556884765625}, {"start": 806.37, "end": 806.83, "word": " للمواد", "probability": 0.8507080078125}, {"start": 806.83, "end": 807.21, "word": " المشروع", "probability": 0.9832763671875}, {"start": 807.21, "end": 807.79, "word": " نفسه", "probability": 0.9853515625}, {"start": 807.79, "end": 808.41, "word": " هتكون", "probability": 0.8670247395833334}, {"start": 808.41, "end": 808.77, "word": " أعلى", "probability": 0.9254557291666666}, {"start": 808.77, "end": 810.33, "word": " فهذا", "probability": 0.89990234375}, {"start": 810.33, "end": 810.81, "word": " اللي", "probability": 0.945556640625}, {"start": 810.81, "end": 810.93, "word": " بدنا", "probability": 0.5718994140625}, {"start": 810.93, "end": 811.11, "word": " نورع", "probability": 0.5927734375}, {"start": 811.11, "end": 811.51, "word": " فمعناته", "probability": 0.82265625}, {"start": 811.51, "end": 811.65, "word": " في", "probability": 0.51904296875}, {"start": 811.65, "end": 811.87, "word": " عندي", "probability": 0.762451171875}, {"start": 811.87, "end": 812.03, "word": " two", "probability": 0.642578125}, {"start": 812.03, "end": 812.39, "word": " inputs", "probability": 0.94775390625}, {"start": 812.39, "end": 812.55, "word": " أنا", "probability": 0.7470703125}, {"start": 812.55, "end": 813.31, "word": " مستنيهم", "probability": 0.9451904296875}, {"start": 813.31, "end": 814.09, "word": " المفروض", "probability": 0.916015625}, {"start": 814.09, "end": 814.79, "word": " هستنهم", "probability": 0.86279296875}, {"start": 814.79, "end": 815.53, "word": " أنتظرهم", "probability": 0.86484375}, {"start": 815.53, "end": 815.75, "word": " هدول", "probability": 0.8146158854166666}, {"start": 815.75, "end": 816.17, "word": " اتنين", "probability": 0.916259765625}, {"start": 816.17, "end": 816.95, "word": " بناء", "probability": 0.89453125}, {"start": 816.95, "end": 817.59, "word": " عليهم", "probability": 0.92529296875}, {"start": 817.59, "end": 818.13, "word": " بدي", "probability": 0.785400390625}, {"start": 818.13, "end": 818.85, "word": " أقرر", "probability": 0.9027099609375}], "temperature": 1.0}, {"id": 33, "seek": 84652, "start": 819.68, "end": 846.52, "text": "الـ Expert System بدو يقرر لـ Manager يقوله أه المشروع هذا مناسب اشتغله أو المشروع هذا غير مناسب لأن ال risk تبعه عالي محتاج بس يعرف الحاجتين هدولة الفلوس هل هو ال fund كافي و staffing هل التوظيف محتاج توظيف كتير أو لأ فهي الأمثلة اللي احنا شوفناها وعطاني قيمتين ل X واحد سماها", "tokens": [6027, 39184, 41255, 8910, 47525, 2407, 7251, 4587, 2288, 2288, 5296, 39184, 13821, 7251, 39648, 3224, 5551, 3224, 9673, 8592, 32887, 3615, 23758, 3714, 8315, 35457, 1975, 8592, 2655, 17082, 43761, 34051, 9673, 8592, 32887, 3615, 23758, 32771, 13546, 3714, 8315, 35457, 5296, 33456, 2423, 3148, 6055, 3555, 3615, 3224, 6225, 6027, 1829, 3714, 33753, 26108, 4724, 3794, 37495, 28480, 21542, 26108, 2655, 9957, 8032, 3215, 12610, 3660, 27188, 1211, 41779, 8032, 1211, 31439, 2423, 2374, 9122, 31845, 1829, 4032, 38918, 8032, 1211, 16712, 2407, 19913, 33911, 3714, 33753, 26108, 6055, 2407, 19913, 33911, 9122, 2655, 13546, 34051, 5296, 10721, 6156, 3224, 1829, 16247, 2304, 12984, 37977, 13672, 1829, 1975, 5016, 8315, 13412, 38688, 8315, 11296, 4032, 3615, 9566, 7649, 1829, 12174, 32640, 2655, 9957, 5296, 1783, 36764, 24401, 8608, 15042, 11296], "avg_logprob": -0.19407895453890464, "compression_ratio": 1.7350746268656716, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 819.68, "end": 819.92, "word": "الـ", "probability": 0.824951171875}, {"start": 819.92, "end": 820.12, "word": " Expert", "probability": 0.76953125}, {"start": 820.12, "end": 820.56, "word": " System", "probability": 0.7333984375}, {"start": 820.56, "end": 821.02, "word": " بدو", "probability": 0.250885009765625}, {"start": 821.02, "end": 821.56, "word": " يقرر", "probability": 0.9698486328125}, {"start": 821.56, "end": 822.24, "word": " لـ", "probability": 0.81689453125}, {"start": 822.24, "end": 822.58, "word": " Manager", "probability": 0.599609375}, {"start": 822.58, "end": 823.2, "word": " يقوله", "probability": 0.7743326822916666}, {"start": 823.2, "end": 823.54, "word": " أه", "probability": 0.5933837890625}, {"start": 823.54, "end": 824.4, "word": " المشروع", "probability": 0.9609375}, {"start": 824.4, "end": 824.6, "word": " هذا", "probability": 0.82275390625}, {"start": 824.6, "end": 825.32, "word": " مناسب", "probability": 0.9640299479166666}, {"start": 825.32, "end": 826.68, "word": " اشتغله", "probability": 0.84716796875}, {"start": 826.68, "end": 827.4, "word": " أو", "probability": 0.8447265625}, {"start": 827.4, "end": 828.16, "word": " المشروع", "probability": 0.9837646484375}, {"start": 828.16, "end": 828.34, "word": " هذا", "probability": 0.9345703125}, {"start": 828.34, "end": 828.52, "word": " غير", "probability": 0.995849609375}, {"start": 828.52, "end": 828.86, "word": " مناسب", "probability": 0.9568684895833334}, {"start": 828.86, "end": 829.08, "word": " لأن", "probability": 0.893798828125}, {"start": 829.08, "end": 829.14, "word": " ال", "probability": 0.82421875}, {"start": 829.14, "end": 829.28, "word": " risk", "probability": 0.60986328125}, {"start": 829.28, "end": 829.62, "word": " تبعه", "probability": 0.788360595703125}, {"start": 829.62, "end": 830.18, "word": " عالي", "probability": 0.9612630208333334}, {"start": 830.18, "end": 830.98, "word": " محتاج", "probability": 0.9208984375}, {"start": 830.98, "end": 831.26, "word": " بس", "probability": 0.94775390625}, {"start": 831.26, "end": 831.58, "word": " يعرف", "probability": 0.960693359375}, {"start": 831.58, "end": 832.0, "word": " الحاجتين", "probability": 0.9744873046875}, {"start": 832.0, "end": 832.42, "word": " هدولة", "probability": 0.82568359375}, {"start": 832.42, "end": 833.36, "word": " الفلوس", "probability": 0.7355550130208334}, {"start": 833.36, "end": 834.06, "word": " هل", "probability": 0.896484375}, {"start": 834.06, "end": 834.18, "word": " هو", "probability": 0.98974609375}, {"start": 834.18, "end": 834.3, "word": " ال", "probability": 0.93115234375}, {"start": 834.3, "end": 834.56, "word": " fund", "probability": 0.5185546875}, {"start": 834.56, "end": 835.28, "word": " كافي", "probability": 0.95263671875}, {"start": 835.28, "end": 835.74, "word": " و", "probability": 0.619140625}, {"start": 835.74, "end": 836.52, "word": " staffing", "probability": 0.830078125}, {"start": 836.52, "end": 836.84, "word": " هل", "probability": 0.84912109375}, {"start": 836.84, "end": 837.34, "word": " التوظيف", "probability": 0.9295654296875}, {"start": 837.34, "end": 837.66, "word": " محتاج", "probability": 0.9757486979166666}, {"start": 837.66, "end": 837.98, "word": " توظيف", "probability": 0.88330078125}, {"start": 837.98, "end": 838.22, "word": " كتير", "probability": 0.97900390625}, {"start": 838.22, "end": 838.38, "word": " أو", "probability": 0.7744140625}, {"start": 838.38, "end": 838.56, "word": " لأ", "probability": 0.75537109375}, {"start": 838.56, "end": 839.58, "word": " فهي", "probability": 0.83447265625}, {"start": 839.58, "end": 840.24, "word": " الأمثلة", "probability": 0.960693359375}, {"start": 840.24, "end": 840.58, "word": " اللي", "probability": 0.6163330078125}, {"start": 840.58, "end": 840.72, "word": " احنا", "probability": 0.859375}, {"start": 840.72, "end": 841.28, "word": " شوفناها", "probability": 0.9019775390625}, {"start": 841.28, "end": 842.3, "word": " وعطاني", "probability": 0.81328125}, {"start": 842.3, "end": 843.22, "word": " قيمتين", "probability": 0.9716796875}, {"start": 843.22, "end": 844.46, "word": " ل", "probability": 0.6904296875}, {"start": 844.46, "end": 845.24, "word": " X", "probability": 0.366455078125}, {"start": 845.24, "end": 845.8, "word": " واحد", "probability": 0.745361328125}, {"start": 845.8, "end": 846.52, "word": " سماها", "probability": 0.9597981770833334}], "temperature": 1.0}, {"id": 34, "seek": 87612, "start": 847.48, "end": 876.12, "text": "فاصلة أربعة و X اتنين سماها فاصلة ستة فاصلة أربعة و فاصلة و فاصلة ستة ففي الحالة اللي عندنا هنا بنقدر نقول أنه بدنا نجيب الأولى اللي هي ال crisp ل X واحد X واحد وين X واحد هاي X واحد X واحد أو point أربعة", "tokens": [5172, 33546, 37977, 5551, 25513, 27884, 4032, 1783, 1975, 2655, 1863, 9957, 8608, 15042, 11296, 6156, 33546, 37977, 8608, 2655, 3660, 6156, 33546, 37977, 5551, 25513, 27884, 4032, 6156, 33546, 37977, 4032, 6156, 33546, 37977, 8608, 2655, 3660, 6156, 41185, 21542, 6027, 3660, 13672, 1829, 43242, 8315, 34105, 44945, 28543, 2288, 8717, 39648, 14739, 3224, 47525, 8315, 8717, 7435, 1829, 3555, 16247, 12610, 7578, 13672, 1829, 39896, 2423, 22952, 5296, 1783, 36764, 24401, 1783, 36764, 24401, 4032, 9957, 1783, 36764, 24401, 8032, 47302, 1783, 36764, 24401, 1783, 36764, 24401, 34051, 935, 5551, 25513, 27884], "avg_logprob": -0.15550987061701324, "compression_ratio": 2.0174418604651163, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 847.48, "end": 847.88, "word": "فاصلة", "probability": 0.71923828125}, {"start": 847.88, "end": 848.34, "word": " أربعة", "probability": 0.8815104166666666}, {"start": 848.34, "end": 849.08, "word": " و", "probability": 0.8193359375}, {"start": 849.08, "end": 849.34, "word": " X", "probability": 0.783203125}, {"start": 849.34, "end": 849.84, "word": " اتنين", "probability": 0.745208740234375}, {"start": 849.84, "end": 851.14, "word": " سماها", "probability": 0.91259765625}, {"start": 851.14, "end": 852.0, "word": " فاصلة", "probability": 0.96875}, {"start": 852.0, "end": 852.5, "word": " ستة", "probability": 0.98046875}, {"start": 852.5, "end": 853.18, "word": " فاصلة", "probability": 0.9666341145833334}, {"start": 853.18, "end": 853.52, "word": " أربعة", "probability": 0.9501953125}, {"start": 853.52, "end": 853.68, "word": " و", "probability": 0.89013671875}, {"start": 853.68, "end": 854.1, "word": " فاصلة", "probability": 0.9635416666666666}, {"start": 854.1, "end": 854.52, "word": " و", "probability": 0.8486328125}, {"start": 854.52, "end": 854.78, "word": " فاصلة", "probability": 0.982421875}, {"start": 854.78, "end": 855.3, "word": " ستة", "probability": 0.98779296875}, {"start": 855.3, "end": 855.9, "word": " ففي", "probability": 0.8369140625}, {"start": 855.9, "end": 856.2, "word": " الحالة", "probability": 0.9833984375}, {"start": 856.2, "end": 856.32, "word": " اللي", "probability": 0.939208984375}, {"start": 856.32, "end": 856.6, "word": " عندنا", "probability": 0.82470703125}, {"start": 856.6, "end": 856.92, "word": " هنا", "probability": 0.98681640625}, {"start": 856.92, "end": 858.98, "word": " بنقدر", "probability": 0.7947591145833334}, {"start": 858.98, "end": 861.52, "word": " نقول", "probability": 0.865234375}, {"start": 861.52, "end": 865.88, "word": " أنه", "probability": 0.7313232421875}, {"start": 865.88, "end": 867.36, "word": " بدنا", "probability": 0.873291015625}, {"start": 867.36, "end": 867.88, "word": " نجيب", "probability": 0.9974365234375}, {"start": 867.88, "end": 868.86, "word": " الأولى", "probability": 0.9611002604166666}, {"start": 868.86, "end": 869.78, "word": " اللي", "probability": 0.91162109375}, {"start": 869.78, "end": 870.0, "word": " هي", "probability": 0.904296875}, {"start": 870.0, "end": 870.16, "word": " ال", "probability": 0.828125}, {"start": 870.16, "end": 870.38, "word": " crisp", "probability": 0.444580078125}, {"start": 870.38, "end": 870.56, "word": " ل", "probability": 0.8486328125}, {"start": 870.56, "end": 870.76, "word": " X", "probability": 0.92529296875}, {"start": 870.76, "end": 871.36, "word": " واحد", "probability": 0.970458984375}, {"start": 871.36, "end": 872.26, "word": " X", "probability": 0.80859375}, {"start": 872.26, "end": 872.58, "word": " واحد", "probability": 0.9765625}, {"start": 872.58, "end": 872.78, "word": " وين", "probability": 0.80224609375}, {"start": 872.78, "end": 872.9, "word": " X", "probability": 0.9443359375}, {"start": 872.9, "end": 873.12, "word": " واحد", "probability": 0.990966796875}, {"start": 873.12, "end": 873.28, "word": " هاي", "probability": 0.6092529296875}, {"start": 873.28, "end": 873.46, "word": " X", "probability": 0.97216796875}, {"start": 873.46, "end": 873.76, "word": " واحد", "probability": 0.991943359375}, {"start": 873.76, "end": 874.78, "word": " X", "probability": 0.9384765625}, {"start": 874.78, "end": 875.08, "word": " واحد", "probability": 0.982666015625}, {"start": 875.08, "end": 875.28, "word": " أو", "probability": 0.309326171875}, {"start": 875.28, "end": 875.58, "word": " point", "probability": 0.70849609375}, {"start": 875.58, "end": 876.12, "word": " أربعة", "probability": 0.9073893229166666}], "temperature": 1.0}, {"id": 35, "seek": 90112, "start": 878.16, "end": 901.12, "text": "فهنا هتكون هذه أول قيمة لمين؟ لل fund ل ال fund فال fund تبعه بيقول إن هي فاصلة أربعة حسب اللي موجود التقييم اللي عندنا طيب السؤال الآن ليش فاصلة أربعة إجت هنا و بعدين بناء على إيش أنا عرفت إن هي فاصلة أربعة؟", "tokens": [5172, 3224, 8315, 8032, 2655, 30544, 29538, 5551, 12610, 12174, 32640, 3660, 5296, 2304, 9957, 22807, 24976, 2374, 5296, 2423, 2374, 6156, 6027, 2374, 6055, 3555, 3615, 3224, 4724, 1829, 39648, 36145, 39896, 6156, 33546, 37977, 5551, 25513, 27884, 11331, 35457, 13672, 1829, 3714, 29245, 23328, 16712, 38436, 32640, 13672, 1829, 43242, 8315, 23032, 1829, 3555, 21136, 33604, 6027, 6024, 48506, 32239, 8592, 6156, 33546, 37977, 5551, 25513, 27884, 11933, 7435, 2655, 34105, 4032, 39182, 9957, 44945, 16606, 15844, 11933, 1829, 8592, 41850, 6225, 28480, 2655, 36145, 39896, 6156, 33546, 37977, 5551, 25513, 27884, 22807], "avg_logprob": -0.17301432943592468, "compression_ratio": 1.9304812834224598, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 878.16, "end": 878.54, "word": "فهنا", "probability": 0.86669921875}, {"start": 878.54, "end": 879.04, "word": " هتكون", "probability": 0.8863932291666666}, {"start": 879.04, "end": 880.7, "word": " هذه", "probability": 0.66845703125}, {"start": 880.7, "end": 881.16, "word": " أول", "probability": 0.919189453125}, {"start": 881.16, "end": 881.94, "word": " قيمة", "probability": 0.9861653645833334}, {"start": 881.94, "end": 883.04, "word": " لمين؟", "probability": 0.6241455078125}, {"start": 883.04, "end": 883.24, "word": " لل", "probability": 0.76416015625}, {"start": 883.24, "end": 883.62, "word": " fund", "probability": 0.2021484375}, {"start": 883.62, "end": 885.6, "word": " ل", "probability": 0.280029296875}, {"start": 885.6, "end": 886.0, "word": " ال", "probability": 0.72998046875}, {"start": 886.0, "end": 886.28, "word": " fund", "probability": 0.88232421875}, {"start": 886.28, "end": 886.72, "word": " فال", "probability": 0.724609375}, {"start": 886.72, "end": 886.98, "word": " fund", "probability": 0.8642578125}, {"start": 886.98, "end": 887.5, "word": " تبعه", "probability": 0.9354248046875}, {"start": 887.5, "end": 888.06, "word": " بيقول", "probability": 0.9334309895833334}, {"start": 888.06, "end": 888.2, "word": " إن", "probability": 0.50634765625}, {"start": 888.2, "end": 888.48, "word": " هي", "probability": 0.32861328125}, {"start": 888.48, "end": 889.2, "word": " فاصلة", "probability": 0.8916015625}, {"start": 889.2, "end": 889.9, "word": " أربعة", "probability": 0.95263671875}, {"start": 889.9, "end": 892.44, "word": " حسب", "probability": 0.9677734375}, {"start": 892.44, "end": 892.58, "word": " اللي", "probability": 0.937255859375}, {"start": 892.58, "end": 892.96, "word": " موجود", "probability": 0.9806315104166666}, {"start": 892.96, "end": 893.68, "word": " التقييم", "probability": 0.8927408854166666}, {"start": 893.68, "end": 893.8, "word": " اللي", "probability": 0.97900390625}, {"start": 893.8, "end": 894.12, "word": " عندنا", "probability": 0.961669921875}, {"start": 894.12, "end": 894.56, "word": " طيب", "probability": 0.8505859375}, {"start": 894.56, "end": 895.66, "word": " السؤال", "probability": 0.9801432291666666}, {"start": 895.66, "end": 896.06, "word": " الآن", "probability": 0.830078125}, {"start": 896.06, "end": 897.12, "word": " ليش", "probability": 0.934814453125}, {"start": 897.12, "end": 897.42, "word": " فاصلة", "probability": 0.9690755208333334}, {"start": 897.42, "end": 897.74, "word": " أربعة", "probability": 0.9698893229166666}, {"start": 897.74, "end": 898.06, "word": " إجت", "probability": 0.8115234375}, {"start": 898.06, "end": 898.3, "word": " هنا", "probability": 0.99560546875}, {"start": 898.3, "end": 898.56, "word": " و", "probability": 0.442626953125}, {"start": 898.56, "end": 898.84, "word": " بعدين", "probability": 0.945068359375}, {"start": 898.84, "end": 899.08, "word": " بناء", "probability": 0.851806640625}, {"start": 899.08, "end": 899.26, "word": " على", "probability": 0.748046875}, {"start": 899.26, "end": 899.48, "word": " إيش", "probability": 0.9108072916666666}, {"start": 899.48, "end": 899.6, "word": " أنا", "probability": 0.857421875}, {"start": 899.6, "end": 899.84, "word": " عرفت", "probability": 0.9944661458333334}, {"start": 899.84, "end": 899.92, "word": " إن", "probability": 0.75439453125}, {"start": 899.92, "end": 900.04, "word": " هي", "probability": 0.69384765625}, {"start": 900.04, "end": 900.36, "word": " فاصلة", "probability": 0.9842122395833334}, {"start": 900.36, "end": 901.12, "word": " أربعة؟", "probability": 0.9783935546875}], "temperature": 1.0}, {"id": 36, "seek": 91916, "start": 902.34, "end": 919.16, "text": "الـ Fund دايما ببدأ من صفر، مش هيك؟ تمام، و بعدين بيصل ل ال maximum fund اللي ممكن، إيش ال maximum fund اللي ممكن الوصول إليه؟ يعني إيش أكبر مشروع ممكن نشتغله، جدش ممكن يكون حجمه؟", "tokens": [6027, 39184, 13493, 11778, 47302, 15042, 4724, 44510, 10721, 9154, 20328, 5172, 2288, 12399, 37893, 39896, 4117, 22807, 46811, 10943, 12399, 4032, 39182, 9957, 4724, 1829, 36520, 5296, 2423, 6674, 2374, 13672, 1829, 3714, 43020, 12399, 11933, 1829, 8592, 2423, 6674, 2374, 13672, 1829, 3714, 43020, 2423, 2407, 9381, 12610, 11933, 20292, 3224, 22807, 37495, 22653, 11933, 1829, 8592, 5551, 4117, 26890, 37893, 32887, 3615, 3714, 43020, 8717, 8592, 2655, 17082, 43761, 12399, 10874, 3215, 8592, 3714, 43020, 7251, 30544, 11331, 7435, 2304, 3224, 22807], "avg_logprob": -0.16606104581855063, "compression_ratio": 1.6408839779005524, "no_speech_prob": 0.0, "words": [{"start": 902.34, "end": 902.66, "word": "الـ", "probability": 0.70849609375}, {"start": 902.66, "end": 902.9, "word": " Fund", "probability": 0.6416015625}, {"start": 902.9, "end": 903.6, "word": " دايما", "probability": 0.7527669270833334}, {"start": 903.6, "end": 903.88, "word": " ببدأ", "probability": 0.7493489583333334}, {"start": 903.88, "end": 904.0, "word": " من", "probability": 0.98681640625}, {"start": 904.0, "end": 904.82, "word": " صفر،", "probability": 0.79241943359375}, {"start": 904.82, "end": 905.02, "word": " مش", "probability": 0.33935546875}, {"start": 905.02, "end": 905.38, "word": " هيك؟", "probability": 0.7630208333333334}, {"start": 905.38, "end": 906.24, "word": " تمام،", "probability": 0.7898763020833334}, {"start": 906.24, "end": 906.38, "word": " و", "probability": 0.7685546875}, {"start": 906.38, "end": 907.22, "word": " بعدين", "probability": 0.94921875}, {"start": 907.22, "end": 907.88, "word": " بيصل", "probability": 0.96142578125}, {"start": 907.88, "end": 908.08, "word": " ل", "probability": 0.90771484375}, {"start": 908.08, "end": 908.28, "word": " ال", "probability": 0.22705078125}, {"start": 908.28, "end": 908.7, "word": " maximum", "probability": 0.9541015625}, {"start": 908.7, "end": 909.44, "word": " fund", "probability": 0.755859375}, {"start": 909.44, "end": 909.62, "word": " اللي", "probability": 0.89306640625}, {"start": 909.62, "end": 911.04, "word": " ممكن،", "probability": 0.927734375}, {"start": 911.04, "end": 911.22, "word": " إيش", "probability": 0.8333333333333334}, {"start": 911.22, "end": 911.34, "word": " ال", "probability": 0.9560546875}, {"start": 911.34, "end": 911.62, "word": " maximum", "probability": 0.98681640625}, {"start": 911.62, "end": 912.0, "word": " fund", "probability": 0.92236328125}, {"start": 912.0, "end": 912.26, "word": " اللي", "probability": 0.96240234375}, {"start": 912.26, "end": 912.66, "word": " ممكن", "probability": 0.96728515625}, {"start": 912.66, "end": 914.32, "word": " الوصول", "probability": 0.9912109375}, {"start": 914.32, "end": 914.72, "word": " إليه؟", "probability": 0.8505859375}, {"start": 914.72, "end": 914.94, "word": " يعني", "probability": 0.976318359375}, {"start": 914.94, "end": 915.26, "word": " إيش", "probability": 0.9720052083333334}, {"start": 915.26, "end": 915.76, "word": " أكبر", "probability": 0.9833984375}, {"start": 915.76, "end": 916.14, "word": " مشروع", "probability": 0.9964192708333334}, {"start": 916.14, "end": 916.42, "word": " ممكن", "probability": 0.991943359375}, {"start": 916.42, "end": 917.06, "word": " نشتغله،", "probability": 0.9075520833333334}, {"start": 917.06, "end": 917.34, "word": " جدش", "probability": 0.796875}, {"start": 917.34, "end": 917.6, "word": " ممكن", "probability": 0.968017578125}, {"start": 917.6, "end": 918.0, "word": " يكون", "probability": 0.99462890625}, {"start": 918.0, "end": 919.16, "word": " حجمه؟", "probability": 0.98662109375}], "temperature": 1.0}, {"id": 37, "seek": 94044, "start": 919.94, "end": 940.44, "text": "فبناء على ذلك بنحطهم limit عندي من هنا ل هنا هدولة بيصير هم ال limit تبعنا لإن هدى نقطة مهمة انه انا لما بقول هنا O.4 من وين جبت أصلا ال O.4 أساسا فال O.4 هذه نتيجة انه احنا عارفين ان ال fund بيبدأ من zero مافيش fund نهائيا", "tokens": [5172, 3555, 1863, 16606, 15844, 29910, 23275, 44945, 5016, 9566, 16095, 4948, 18871, 16254, 9154, 34105, 5296, 34105, 8032, 3215, 12610, 3660, 4724, 1829, 9381, 13546, 8032, 2304, 2423, 4948, 6055, 3555, 3615, 8315, 5296, 28814, 1863, 8032, 3215, 7578, 8717, 47432, 3660, 3714, 16095, 3660, 16472, 3224, 1975, 8315, 5296, 15042, 4724, 39648, 34105, 422, 13, 19, 9154, 4032, 9957, 10874, 3555, 2655, 5551, 9381, 15040, 2423, 422, 13, 19, 5551, 3794, 32277, 995, 6156, 6027, 422, 13, 19, 29538, 8717, 31371, 7435, 3660, 16472, 3224, 1975, 5016, 8315, 6225, 9640, 5172, 9957, 16472, 2423, 2374, 4724, 1829, 44510, 10721, 9154, 4018, 19446, 41185, 8592, 2374, 8717, 3224, 16373, 25528], "avg_logprob": -0.2208426296710968, "compression_ratio": 1.68348623853211, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 919.9399999999999, "end": 920.54, "word": "فبناء", "probability": 0.78662109375}, {"start": 920.54, "end": 920.8, "word": " على", "probability": 0.6669921875}, {"start": 920.8, "end": 921.38, "word": " ذلك", "probability": 0.990478515625}, {"start": 921.38, "end": 922.5, "word": " بنحطهم", "probability": 0.684814453125}, {"start": 922.5, "end": 922.82, "word": " limit", "probability": 0.8232421875}, {"start": 922.82, "end": 923.16, "word": " عندي", "probability": 0.736572265625}, {"start": 923.16, "end": 923.34, "word": " من", "probability": 0.8583984375}, {"start": 923.34, "end": 923.64, "word": " هنا", "probability": 0.99462890625}, {"start": 923.64, "end": 924.2, "word": " ل", "probability": 0.51025390625}, {"start": 924.2, "end": 924.54, "word": " هنا", "probability": 0.58447265625}, {"start": 924.54, "end": 925.46, "word": " هدولة", "probability": 0.8118896484375}, {"start": 925.46, "end": 925.7, "word": " بيصير", "probability": 0.8475341796875}, {"start": 925.7, "end": 925.9, "word": " هم", "probability": 0.5452880859375}, {"start": 925.9, "end": 926.04, "word": " ال", "probability": 0.81298828125}, {"start": 926.04, "end": 926.26, "word": " limit", "probability": 0.95458984375}, {"start": 926.26, "end": 926.78, "word": " تبعنا", "probability": 0.942138671875}, {"start": 926.78, "end": 927.28, "word": " لإن", "probability": 0.7975260416666666}, {"start": 927.28, "end": 927.48, "word": " هدى", "probability": 0.5038248697916666}, {"start": 927.48, "end": 927.76, "word": " نقطة", "probability": 0.97021484375}, {"start": 927.76, "end": 928.22, "word": " مهمة", "probability": 0.9874674479166666}, {"start": 928.22, "end": 928.68, "word": " انه", "probability": 0.567626953125}, {"start": 928.68, "end": 928.92, "word": " انا", "probability": 0.8359375}, {"start": 928.92, "end": 929.42, "word": " لما", "probability": 0.919677734375}, {"start": 929.42, "end": 929.68, "word": " بقول", "probability": 0.978515625}, {"start": 929.68, "end": 929.88, "word": " هنا", "probability": 0.89013671875}, {"start": 929.88, "end": 930.08, "word": " O", "probability": 0.38134765625}, {"start": 930.08, "end": 930.76, "word": ".4", "probability": 0.834716796875}, {"start": 930.76, "end": 931.26, "word": " من", "probability": 0.8193359375}, {"start": 931.26, "end": 931.42, "word": " وين", "probability": 0.90625}, {"start": 931.42, "end": 931.68, "word": " جبت", "probability": 0.9510091145833334}, {"start": 931.68, "end": 931.96, "word": " أصلا", "probability": 0.8634440104166666}, {"start": 931.96, "end": 932.08, "word": " ال", "probability": 0.94873046875}, {"start": 932.08, "end": 932.18, "word": " O", "probability": 0.76123046875}, {"start": 932.18, "end": 932.66, "word": ".4", "probability": 0.98046875}, {"start": 932.66, "end": 933.78, "word": " أساسا", "probability": 0.941162109375}, {"start": 933.78, "end": 934.94, "word": " فال", "probability": 0.54840087890625}, {"start": 934.94, "end": 935.04, "word": " O", "probability": 0.6708984375}, {"start": 935.04, "end": 935.52, "word": ".4", "probability": 0.985107421875}, {"start": 935.52, "end": 935.9, "word": " هذه", "probability": 0.420166015625}, {"start": 935.9, "end": 936.62, "word": " نتيجة", "probability": 0.98779296875}, {"start": 936.62, "end": 936.96, "word": " انه", "probability": 0.77490234375}, {"start": 936.96, "end": 937.84, "word": " احنا", "probability": 0.92724609375}, {"start": 937.84, "end": 938.1, "word": " عارفين", "probability": 0.9903564453125}, {"start": 938.1, "end": 938.24, "word": " ان", "probability": 0.6083984375}, {"start": 938.24, "end": 938.36, "word": " ال", "probability": 0.826171875}, {"start": 938.36, "end": 938.52, "word": " fund", "probability": 0.69775390625}, {"start": 938.52, "end": 938.8, "word": " بيبدأ", "probability": 0.8614501953125}, {"start": 938.8, "end": 938.96, "word": " من", "probability": 0.9921875}, {"start": 938.96, "end": 939.26, "word": " zero", "probability": 0.449462890625}, {"start": 939.26, "end": 939.74, "word": " مافيش", "probability": 0.8795572916666666}, {"start": 939.74, "end": 939.92, "word": " fund", "probability": 0.904296875}, {"start": 939.92, "end": 940.44, "word": " نهائيا", "probability": 0.9542236328125}], "temperature": 1.0}, {"id": 38, "seek": 96415, "start": 941.25, "end": 964.15, "text": "وبستمر لعندي ال maximum value of ال fund نفسه متوقع انه maximum ممكن يعطوا كذا للجهة هذه بتعطي من كذا لكذا طيب بحط ال project تبعي و بشوف هو جديش في ال range هذا one million مثلا حقول ال one million هدولة جديش", "tokens": [37746, 14851, 29973, 5296, 3615, 1863, 16254, 2423, 6674, 2158, 295, 2423, 2374, 8717, 36178, 3224, 44650, 30543, 3615, 16472, 3224, 6674, 3714, 43020, 7251, 3615, 9566, 14407, 9122, 15730, 24976, 7435, 3224, 3660, 29538, 39894, 3615, 9566, 1829, 9154, 9122, 15730, 5296, 4117, 15730, 23032, 1829, 3555, 4724, 5016, 9566, 2423, 1716, 6055, 3555, 3615, 1829, 4032, 4724, 8592, 38688, 31439, 10874, 16254, 8592, 8978, 2423, 3613, 23758, 472, 2459, 50113, 15040, 11331, 39648, 2423, 472, 2459, 8032, 3215, 12610, 3660, 10874, 16254, 8592], "avg_logprob": -0.2040334245146707, "compression_ratio": 1.5560975609756098, "no_speech_prob": 0.0, "words": [{"start": 941.25, "end": 941.83, "word": "وبستمر", "probability": 0.7574869791666666}, {"start": 941.83, "end": 942.15, "word": " لعندي", "probability": 0.7467041015625}, {"start": 942.15, "end": 942.27, "word": " ال", "probability": 0.51904296875}, {"start": 942.27, "end": 942.59, "word": " maximum", "probability": 0.8525390625}, {"start": 942.59, "end": 943.07, "word": " value", "probability": 0.982421875}, {"start": 943.07, "end": 943.31, "word": " of", "probability": 0.3916015625}, {"start": 943.31, "end": 943.55, "word": " ال", "probability": 0.474853515625}, {"start": 943.55, "end": 943.83, "word": " fund", "probability": 0.470703125}, {"start": 943.83, "end": 944.37, "word": " نفسه", "probability": 0.9842122395833334}, {"start": 944.37, "end": 945.63, "word": " متوقع", "probability": 0.8992513020833334}, {"start": 945.63, "end": 945.83, "word": " انه", "probability": 0.73388671875}, {"start": 945.83, "end": 946.27, "word": " maximum", "probability": 0.9345703125}, {"start": 946.27, "end": 946.61, "word": " ممكن", "probability": 0.850341796875}, {"start": 946.61, "end": 947.25, "word": " يعطوا", "probability": 0.6328125}, {"start": 947.25, "end": 947.47, "word": " كذا", "probability": 0.781494140625}, {"start": 947.47, "end": 948.53, "word": " للجهة", "probability": 0.8756103515625}, {"start": 948.53, "end": 948.81, "word": " هذه", "probability": 0.31298828125}, {"start": 948.81, "end": 949.29, "word": " بتعطي", "probability": 0.9222412109375}, {"start": 949.29, "end": 949.45, "word": " من", "probability": 0.98046875}, {"start": 949.45, "end": 949.71, "word": " كذا", "probability": 0.977294921875}, {"start": 949.71, "end": 950.11, "word": " لكذا", "probability": 0.9763997395833334}, {"start": 950.11, "end": 950.61, "word": " طيب", "probability": 0.9169921875}, {"start": 950.61, "end": 951.29, "word": " بحط", "probability": 0.96728515625}, {"start": 951.29, "end": 951.41, "word": " ال", "probability": 0.95947265625}, {"start": 951.41, "end": 951.73, "word": " project", "probability": 0.9912109375}, {"start": 951.73, "end": 952.19, "word": " تبعي", "probability": 0.9510498046875}, {"start": 952.19, "end": 952.41, "word": " و", "probability": 0.63232421875}, {"start": 952.41, "end": 952.73, "word": " بشوف", "probability": 0.97412109375}, {"start": 952.73, "end": 952.93, "word": " هو", "probability": 0.97705078125}, {"start": 952.93, "end": 953.51, "word": " جديش", "probability": 0.7587076822916666}, {"start": 953.51, "end": 953.65, "word": " في", "probability": 0.91259765625}, {"start": 953.65, "end": 953.75, "word": " ال", "probability": 0.97265625}, {"start": 953.75, "end": 954.05, "word": " range", "probability": 0.958984375}, {"start": 954.05, "end": 954.41, "word": " هذا", "probability": 0.466064453125}, {"start": 954.41, "end": 955.95, "word": " one", "probability": 0.6640625}, {"start": 955.95, "end": 956.25, "word": " million", "probability": 0.92333984375}, {"start": 956.25, "end": 956.67, "word": " مثلا", "probability": 0.9794921875}, {"start": 956.67, "end": 961.11, "word": " حقول", "probability": 0.675537109375}, {"start": 961.11, "end": 962.27, "word": " ال", "probability": 0.95849609375}, {"start": 962.27, "end": 962.43, "word": " one", "probability": 0.9326171875}, {"start": 962.43, "end": 962.71, "word": " million", "probability": 0.92529296875}, {"start": 962.71, "end": 963.21, "word": " هدولة", "probability": 0.9033203125}, {"start": 963.21, "end": 964.15, "word": " جديش", "probability": 0.9446614583333334}], "temperature": 1.0}, {"id": 39, "seek": 97256, "start": 965.7, "end": 972.56, "text": "الـ Fund اللي مطروح للمشروع حول نفترض 400 ألف", "tokens": [6027, 39184, 13493, 13672, 1829, 3714, 9566, 32887, 5016, 5296, 19528, 8592, 32887, 3615, 11331, 12610, 8717, 5172, 2655, 43042, 8423, 5551, 46538], "avg_logprob": -0.10555012958745162, "compression_ratio": 0.974025974025974, "no_speech_prob": 0.0, "words": [{"start": 965.7, "end": 966.0, "word": "الـ", "probability": 0.94775390625}, {"start": 966.0, "end": 966.42, "word": " Fund", "probability": 0.845703125}, {"start": 966.42, "end": 967.48, "word": " اللي", "probability": 0.88037109375}, {"start": 967.48, "end": 968.04, "word": " مطروح", "probability": 0.9349365234375}, {"start": 968.04, "end": 968.82, "word": " للمشروع", "probability": 0.9373046875}, {"start": 968.82, "end": 969.78, "word": " حول", "probability": 0.774169921875}, {"start": 969.78, "end": 970.5, "word": " نفترض", "probability": 0.9256591796875}, {"start": 970.5, "end": 971.0, "word": " 400", "probability": 0.8466796875}, {"start": 971.0, "end": 972.56, "word": " ألف", "probability": 0.9462890625}], "temperature": 1.0}, {"id": 40, "seek": 100495, "start": 977.13, "end": 1004.95, "text": "for example فإذا هو بالنسبة لحد الأقصى لل fund هو يمثل فاصلة أربعة فبنحط فاصلة أربعة و بنبدأ نرسم و خلاص بنعمل normalization أصلا لكل ال curve تبعنا من صفر لواحد و بنشتغل على فاصلة أربعة و إنتهينا و إشتغلنا عليك طيب التانية فاصلة ستة فاصلة ستة للتوظيف برضه نفس الكلام جداش أنا عندي بتحمل", "tokens": [2994, 1365, 6156, 28814, 15730, 31439, 20666, 1863, 35457, 3660, 5296, 24401, 16247, 4587, 9381, 7578, 24976, 2374, 31439, 7251, 2304, 12984, 1211, 6156, 33546, 37977, 5551, 25513, 27884, 6156, 3555, 1863, 5016, 9566, 6156, 33546, 37977, 5551, 25513, 27884, 4032, 44945, 44510, 10721, 8717, 2288, 38251, 4032, 16490, 1211, 33546, 44945, 25957, 1211, 2710, 2144, 5551, 9381, 15040, 5296, 28820, 2423, 7605, 6055, 3555, 3615, 8315, 9154, 20328, 5172, 2288, 5296, 14407, 24401, 4032, 44945, 8592, 2655, 17082, 1211, 15844, 6156, 33546, 37977, 5551, 25513, 27884, 4032, 11933, 29399, 3224, 1829, 8315, 4032, 11933, 8592, 2655, 17082, 1211, 8315, 25894, 4117, 23032, 1829, 3555, 16712, 7649, 10632, 6156, 33546, 37977, 8608, 2655, 3660, 6156, 33546, 37977, 8608, 2655, 3660, 24976, 2655, 2407, 19913, 33911, 4724, 43042, 3224, 8717, 36178, 2423, 28820, 10943, 10874, 3215, 33599, 41850, 18871, 16254, 39894, 35571, 1211], "avg_logprob": -0.1302447562867945, "compression_ratio": 1.8141263940520447, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 977.13, "end": 977.33, "word": "for", "probability": 0.347412109375}, {"start": 977.33, "end": 977.71, "word": " example", "probability": 0.96826171875}, {"start": 977.71, "end": 978.27, "word": " فإذا", "probability": 0.8079427083333334}, {"start": 978.27, "end": 978.47, "word": " هو", "probability": 0.97802734375}, {"start": 978.47, "end": 979.25, "word": " بالنسبة", "probability": 0.99169921875}, {"start": 979.25, "end": 980.55, "word": " لحد", "probability": 0.63232421875}, {"start": 980.55, "end": 981.47, "word": " الأقصى", "probability": 0.9764404296875}, {"start": 981.47, "end": 981.95, "word": " لل", "probability": 0.859375}, {"start": 981.95, "end": 982.35, "word": " fund", "probability": 0.50146484375}, {"start": 982.35, "end": 983.33, "word": " هو", "probability": 0.93115234375}, {"start": 983.33, "end": 983.71, "word": " يمثل", "probability": 0.968994140625}, {"start": 983.71, "end": 983.99, "word": " فاصلة", "probability": 0.8502604166666666}, {"start": 983.99, "end": 984.37, "word": " أربعة", "probability": 0.8948567708333334}, {"start": 984.37, "end": 985.39, "word": " فبنحط", "probability": 0.9068359375}, {"start": 985.39, "end": 985.69, "word": " فاصلة", "probability": 0.9690755208333334}, {"start": 985.69, "end": 985.99, "word": " أربعة", "probability": 0.9671223958333334}, {"start": 985.99, "end": 986.11, "word": " و", "probability": 0.91845703125}, {"start": 986.11, "end": 986.35, "word": " بنبدأ", "probability": 0.7141927083333334}, {"start": 986.35, "end": 986.65, "word": " نرسم", "probability": 0.9910481770833334}, {"start": 986.65, "end": 987.05, "word": " و", "probability": 0.974609375}, {"start": 987.05, "end": 987.29, "word": " خلاص", "probability": 0.9254557291666666}, {"start": 987.29, "end": 987.61, "word": " بنعمل", "probability": 0.9373372395833334}, {"start": 987.61, "end": 988.33, "word": " normalization", "probability": 0.76953125}, {"start": 988.33, "end": 988.65, "word": " أصلا", "probability": 0.9191080729166666}, {"start": 988.65, "end": 988.99, "word": " لكل", "probability": 0.971435546875}, {"start": 988.99, "end": 989.13, "word": " ال", "probability": 0.8720703125}, {"start": 989.13, "end": 989.31, "word": " curve", "probability": 0.91748046875}, {"start": 989.31, "end": 989.65, "word": " تبعنا", "probability": 0.8450927734375}, {"start": 989.65, "end": 989.79, "word": " من", "probability": 0.98291015625}, {"start": 989.79, "end": 990.15, "word": " صفر", "probability": 0.9510091145833334}, {"start": 990.15, "end": 990.99, "word": " لواحد", "probability": 0.8046875}, {"start": 990.99, "end": 991.07, "word": " و", "probability": 0.83642578125}, {"start": 991.07, "end": 991.51, "word": " بنشتغل", "probability": 0.97529296875}, {"start": 991.51, "end": 991.65, "word": " على", "probability": 0.9423828125}, {"start": 991.65, "end": 991.91, "word": " فاصلة", "probability": 0.9752604166666666}, {"start": 991.91, "end": 992.17, "word": " أربعة", "probability": 0.9752604166666666}, {"start": 992.17, "end": 992.29, "word": " و", "probability": 0.95068359375}, {"start": 992.29, "end": 992.65, "word": " إنتهينا", "probability": 0.82177734375}, {"start": 992.65, "end": 993.01, "word": " و", "probability": 0.9140625}, {"start": 993.01, "end": 993.41, "word": " إشتغلنا", "probability": 0.8876139322916666}, {"start": 993.41, "end": 993.79, "word": " عليك", "probability": 0.873046875}, {"start": 993.79, "end": 994.65, "word": " طيب", "probability": 0.8388671875}, {"start": 994.65, "end": 995.65, "word": " التانية", "probability": 0.9265950520833334}, {"start": 995.65, "end": 999.39, "word": " فاصلة", "probability": 0.9361979166666666}, {"start": 999.39, "end": 999.97, "word": " ستة", "probability": 0.9547526041666666}, {"start": 999.97, "end": 1000.67, "word": " فاصلة", "probability": 0.939453125}, {"start": 1000.67, "end": 1000.95, "word": " ستة", "probability": 0.9864908854166666}, {"start": 1000.95, "end": 1001.67, "word": " للتوظيف", "probability": 0.90986328125}, {"start": 1001.67, "end": 1002.59, "word": " برضه", "probability": 0.9620768229166666}, {"start": 1002.59, "end": 1002.79, "word": " نفس", "probability": 0.997314453125}, {"start": 1002.79, "end": 1003.23, "word": " الكلام", "probability": 0.9728190104166666}, {"start": 1003.23, "end": 1003.69, "word": " جداش", "probability": 0.650634765625}, {"start": 1003.69, "end": 1003.85, "word": " أنا", "probability": 0.8251953125}, {"start": 1003.85, "end": 1004.11, "word": " عندي", "probability": 0.7056884765625}, {"start": 1004.11, "end": 1004.95, "word": " بتحمل", "probability": 0.9091796875}], "temperature": 1.0}, {"id": 41, "seek": 103369, "start": 1005.63, "end": 1033.69, "text": "المشروع توظيف ناس maximum و minimum minimum إنه لأ ما موظفش حدا نهائيًا مافيش حدا مش محتاج حدا في المشروع بيكفيني فمعنى ذلك إن أنا بستفيد منه لحالي و بضمن إنه مافيش risk لأن كل الفلوس اللي فيه هيحتروح technical device ممكن أستفيد منها و نستخدمها فقط في الموضوع نفسه لكن إذا كان", "tokens": [45340, 8592, 32887, 3615, 33427, 19913, 33911, 8717, 32277, 6674, 4032, 7285, 7285, 36145, 3224, 5296, 10721, 19446, 3714, 2407, 19913, 5172, 8592, 11331, 28259, 8717, 3224, 16373, 1829, 14111, 995, 19446, 41185, 8592, 11331, 28259, 37893, 3714, 33753, 26108, 11331, 28259, 8978, 9673, 8592, 32887, 3615, 4724, 1829, 4117, 5172, 9957, 1829, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 36145, 41850, 4724, 14851, 5172, 25708, 9154, 3224, 5296, 5016, 6027, 1829, 4032, 4724, 11242, 27842, 36145, 3224, 19446, 41185, 8592, 3148, 5296, 33456, 28242, 27188, 1211, 41779, 13672, 1829, 8978, 3224, 39896, 33753, 32887, 5016, 6191, 4302, 3714, 43020, 5551, 14851, 5172, 25708, 9154, 11296, 4032, 8717, 14851, 9778, 40448, 11296, 6156, 47432, 8978, 9673, 2407, 11242, 45367, 8717, 36178, 3224, 44381, 11933, 15730, 25961], "avg_logprob": -0.16080215807974807, "compression_ratio": 1.811764705882353, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1005.63, "end": 1006.53, "word": "المشروع", "probability": 0.966796875}, {"start": 1006.53, "end": 1007.23, "word": " توظيف", "probability": 0.88525390625}, {"start": 1007.23, "end": 1007.65, "word": " ناس", "probability": 0.984130859375}, {"start": 1007.65, "end": 1009.91, "word": " maximum", "probability": 0.370849609375}, {"start": 1009.91, "end": 1010.87, "word": " و", "probability": 0.9765625}, {"start": 1010.87, "end": 1011.21, "word": " minimum", "probability": 0.8359375}, {"start": 1011.21, "end": 1011.87, "word": " minimum", "probability": 0.2491455078125}, {"start": 1011.87, "end": 1012.23, "word": " إنه", "probability": 0.5718994140625}, {"start": 1012.23, "end": 1012.43, "word": " لأ", "probability": 0.88818359375}, {"start": 1012.43, "end": 1012.67, "word": " ما", "probability": 0.299560546875}, {"start": 1012.67, "end": 1013.21, "word": " موظفش", "probability": 0.8375}, {"start": 1013.21, "end": 1013.39, "word": " حدا", "probability": 0.83203125}, {"start": 1013.39, "end": 1014.47, "word": " نهائيًا", "probability": 0.8661702473958334}, {"start": 1014.47, "end": 1015.13, "word": " مافيش", "probability": 0.8753255208333334}, {"start": 1015.13, "end": 1015.33, "word": " حدا", "probability": 0.809814453125}, {"start": 1015.33, "end": 1015.45, "word": " مش", "probability": 0.74072265625}, {"start": 1015.45, "end": 1015.75, "word": " محتاج", "probability": 0.9698893229166666}, {"start": 1015.75, "end": 1015.97, "word": " حدا", "probability": 0.93603515625}, {"start": 1015.97, "end": 1016.09, "word": " في", "probability": 0.95166015625}, {"start": 1016.09, "end": 1016.55, "word": " المشروع", "probability": 0.99560546875}, {"start": 1016.55, "end": 1017.57, "word": " بيكفيني", "probability": 0.8280029296875}, {"start": 1017.57, "end": 1018.05, "word": " فمعنى", "probability": 0.868359375}, {"start": 1018.05, "end": 1018.27, "word": " ذلك", "probability": 0.985595703125}, {"start": 1018.27, "end": 1018.41, "word": " إن", "probability": 0.7685546875}, {"start": 1018.41, "end": 1018.49, "word": " أنا", "probability": 0.849609375}, {"start": 1018.49, "end": 1018.89, "word": " بستفيد", "probability": 0.8984375}, {"start": 1018.89, "end": 1019.11, "word": " منه", "probability": 0.995361328125}, {"start": 1019.11, "end": 1019.59, "word": " لحالي", "probability": 0.9930419921875}, {"start": 1019.59, "end": 1019.89, "word": " و", "probability": 0.66064453125}, {"start": 1019.89, "end": 1020.29, "word": " بضمن", "probability": 0.9073893229166666}, {"start": 1020.29, "end": 1020.57, "word": " إنه", "probability": 0.71240234375}, {"start": 1020.57, "end": 1020.79, "word": " مافيش", "probability": 0.9715169270833334}, {"start": 1020.79, "end": 1021.03, "word": " risk", "probability": 0.96240234375}, {"start": 1021.03, "end": 1021.35, "word": " لأن", "probability": 0.778564453125}, {"start": 1021.35, "end": 1022.03, "word": " كل", "probability": 0.978515625}, {"start": 1022.03, "end": 1022.37, "word": " الفلوس", "probability": 0.89794921875}, {"start": 1022.37, "end": 1022.55, "word": " اللي", "probability": 0.970947265625}, {"start": 1022.55, "end": 1022.81, "word": " فيه", "probability": 0.889404296875}, {"start": 1022.81, "end": 1023.55, "word": " هيحتروح", "probability": 0.713897705078125}, {"start": 1023.55, "end": 1024.45, "word": " technical", "probability": 0.8662109375}, {"start": 1024.45, "end": 1026.81, "word": " device", "probability": 0.92919921875}, {"start": 1026.81, "end": 1027.47, "word": " ممكن", "probability": 0.8095703125}, {"start": 1027.47, "end": 1027.93, "word": " أستفيد", "probability": 0.9322509765625}, {"start": 1027.93, "end": 1028.35, "word": " منها", "probability": 0.99755859375}, {"start": 1028.35, "end": 1028.83, "word": " و", "probability": 0.798828125}, {"start": 1028.83, "end": 1030.13, "word": " نستخدمها", "probability": 0.881396484375}, {"start": 1030.13, "end": 1030.45, "word": " فقط", "probability": 0.969970703125}, {"start": 1030.45, "end": 1030.59, "word": " في", "probability": 0.9873046875}, {"start": 1030.59, "end": 1031.65, "word": " الموضوع", "probability": 0.9718017578125}, {"start": 1031.65, "end": 1032.01, "word": " نفسه", "probability": 0.9930013020833334}, {"start": 1032.01, "end": 1032.65, "word": " لكن", "probability": 0.8349609375}, {"start": 1032.65, "end": 1033.37, "word": " إذا", "probability": 0.96630859375}, {"start": 1033.37, "end": 1033.69, "word": " كان", "probability": 0.99658203125}], "temperature": 1.0}, {"id": 42, "seek": 106340, "start": 1034.2, "end": 1063.4, "text": "المشروع محتاج أيدي عاملة كتير والـ Fund اللي أنا بشتغل عليه لا يكفي اوتوماتيك، معناته صرت بشتغل على risk، نشتغل على ال risk المشروع جدش بده أيدي عاملة، عندي إما من صفر أو maximum، بقدر أتحمل لعند جدش، لعند عشر موظفين جداد؟ طيب، المشروع جدش بتحمل موظفين، فبنحددها، المثال اللي أتانى جالي 0.6", "tokens": [45340, 8592, 32887, 3615, 3714, 33753, 26108, 36632, 16254, 6225, 10943, 37977, 9122, 2655, 13546, 16070, 39184, 13493, 13672, 1829, 41850, 4724, 8592, 2655, 17082, 1211, 47356, 20193, 7251, 4117, 41185, 1975, 35473, 20498, 9307, 1829, 4117, 12399, 20449, 8315, 47395, 20328, 43500, 4724, 8592, 2655, 17082, 1211, 15844, 3148, 12399, 8717, 8592, 2655, 17082, 1211, 15844, 2423, 3148, 9673, 8592, 32887, 3615, 10874, 3215, 8592, 47525, 3224, 36632, 16254, 6225, 10943, 37977, 12399, 18871, 16254, 11933, 15042, 9154, 20328, 5172, 2288, 34051, 6674, 12399, 4724, 28543, 2288, 5551, 2655, 35571, 1211, 5296, 3615, 41260, 10874, 3215, 8592, 12399, 5296, 3615, 41260, 6225, 46309, 3714, 2407, 19913, 5172, 9957, 10874, 3215, 18513, 22807, 23032, 1829, 3555, 12399, 9673, 8592, 32887, 3615, 10874, 3215, 8592, 39894, 35571, 1211, 3714, 2407, 19913, 5172, 9957, 12399, 6156, 3555, 1863, 24401, 3215, 11296, 12399, 9673, 12984, 6027, 13672, 1829, 5551, 2655, 7649, 7578, 10874, 6027, 1829, 1958, 13, 21], "avg_logprob": -0.19761618990928698, "compression_ratio": 1.9022556390977443, "no_speech_prob": 0.0, "words": [{"start": 1034.2, "end": 1034.7, "word": "المشروع", "probability": 0.9713134765625}, {"start": 1034.7, "end": 1035.14, "word": " محتاج", "probability": 0.9401041666666666}, {"start": 1035.14, "end": 1035.42, "word": " أيدي", "probability": 0.576171875}, {"start": 1035.42, "end": 1035.72, "word": " عاملة", "probability": 0.9957682291666666}, {"start": 1035.72, "end": 1036.18, "word": " كتير", "probability": 0.8958333333333334}, {"start": 1036.18, "end": 1036.86, "word": " والـ", "probability": 0.5994873046875}, {"start": 1036.86, "end": 1037.1, "word": " Fund", "probability": 0.515625}, {"start": 1037.1, "end": 1037.3, "word": " اللي", "probability": 0.9521484375}, {"start": 1037.3, "end": 1037.52, "word": " أنا", "probability": 0.734375}, {"start": 1037.52, "end": 1038.26, "word": " بشتغل", "probability": 0.93671875}, {"start": 1038.26, "end": 1038.64, "word": " عليه", "probability": 0.98291015625}, {"start": 1038.64, "end": 1038.88, "word": " لا", "probability": 0.7978515625}, {"start": 1038.88, "end": 1039.36, "word": " يكفي", "probability": 0.9861653645833334}, {"start": 1039.36, "end": 1040.32, "word": " اوتوماتيك،", "probability": 0.6466500418526786}, {"start": 1040.32, "end": 1040.58, "word": " معناته", "probability": 0.9000651041666666}, {"start": 1040.58, "end": 1040.84, "word": " صرت", "probability": 0.5257568359375}, {"start": 1040.84, "end": 1041.4, "word": " بشتغل", "probability": 0.90849609375}, {"start": 1041.4, "end": 1041.56, "word": " على", "probability": 0.93701171875}, {"start": 1041.56, "end": 1042.4, "word": " risk،", "probability": 0.385986328125}, {"start": 1042.4, "end": 1042.78, "word": " نشتغل", "probability": 0.89599609375}, {"start": 1042.78, "end": 1042.9, "word": " على", "probability": 0.9033203125}, {"start": 1042.9, "end": 1042.96, "word": " ال", "probability": 0.79296875}, {"start": 1042.96, "end": 1043.2, "word": " risk", "probability": 0.68798828125}, {"start": 1043.2, "end": 1045.4, "word": " المشروع", "probability": 0.8861083984375}, {"start": 1045.4, "end": 1045.92, "word": " جدش", "probability": 0.62451171875}, {"start": 1045.92, "end": 1046.32, "word": " بده", "probability": 0.85791015625}, {"start": 1046.32, "end": 1046.66, "word": " أيدي", "probability": 0.96337890625}, {"start": 1046.66, "end": 1048.84, "word": " عاملة،", "probability": 0.84295654296875}, {"start": 1048.84, "end": 1049.18, "word": " عندي", "probability": 0.760498046875}, {"start": 1049.18, "end": 1049.66, "word": " إما", "probability": 0.66650390625}, {"start": 1049.66, "end": 1049.94, "word": " من", "probability": 0.99609375}, {"start": 1049.94, "end": 1050.34, "word": " صفر", "probability": 0.9475911458333334}, {"start": 1050.34, "end": 1051.04, "word": " أو", "probability": 0.9404296875}, {"start": 1051.04, "end": 1052.02, "word": " maximum،", "probability": 0.69873046875}, {"start": 1052.02, "end": 1052.42, "word": " بقدر", "probability": 0.9541015625}, {"start": 1052.42, "end": 1052.86, "word": " أتحمل", "probability": 0.921630859375}, {"start": 1052.86, "end": 1053.1, "word": " لعند", "probability": 0.8946940104166666}, {"start": 1053.1, "end": 1053.48, "word": " جدش،", "probability": 0.922119140625}, {"start": 1053.48, "end": 1053.68, "word": " لعند", "probability": 0.9544270833333334}, {"start": 1053.68, "end": 1053.94, "word": " عشر", "probability": 0.90283203125}, {"start": 1053.94, "end": 1054.46, "word": " موظفين", "probability": 0.9876953125}, {"start": 1054.46, "end": 1056.32, "word": " جداد؟", "probability": 0.5833740234375}, {"start": 1056.32, "end": 1056.7, "word": " طيب،", "probability": 0.8607177734375}, {"start": 1056.7, "end": 1057.02, "word": " المشروع", "probability": 0.9910888671875}, {"start": 1057.02, "end": 1057.28, "word": " جدش", "probability": 0.9781901041666666}, {"start": 1057.28, "end": 1057.8, "word": " بتحمل", "probability": 0.95166015625}, {"start": 1057.8, "end": 1059.08, "word": " موظفين،", "probability": 0.9742838541666666}, {"start": 1059.08, "end": 1061.2, "word": " فبنحددها،", "probability": 0.9126674107142857}, {"start": 1061.2, "end": 1061.62, "word": " المثال", "probability": 0.9169921875}, {"start": 1061.62, "end": 1061.76, "word": " اللي", "probability": 0.988037109375}, {"start": 1061.76, "end": 1062.2, "word": " أتانى", "probability": 0.737548828125}, {"start": 1062.2, "end": 1062.78, "word": " جالي", "probability": 0.71240234375}, {"start": 1062.78, "end": 1062.94, "word": " 0", "probability": 0.7412109375}, {"start": 1062.94, "end": 1063.4, "word": ".6", "probability": 0.992431640625}], "temperature": 1.0}, {"id": 43, "seek": 108783, "start": 1064.49, "end": 1087.83, "text": "0.6 فطبعا حتى كلمة الـ crisp value هذه بتتترجم أصلا من إشي بتتترجم من بيانات من معلومات مش مجرد إن هي 0.6 هذه أو 0.4 ناخدها هيك خلاص زي ما هي given على طول هيك لأ هذه بتتحسب من خلال معرفتنا بأصل المشكلة عشان هيك ال human expert مهم جدا في الفزي", "tokens": [15, 13, 21, 6156, 9566, 3555, 3615, 995, 11331, 49975, 9122, 19528, 3660, 2423, 39184, 22952, 2158, 29538, 39894, 2655, 2655, 47341, 2304, 5551, 9381, 15040, 9154, 11933, 8592, 1829, 39894, 2655, 2655, 47341, 2304, 9154, 4724, 1829, 7649, 9307, 9154, 20449, 1211, 20498, 9307, 37893, 3714, 7435, 2288, 3215, 36145, 39896, 1958, 13, 21, 29538, 34051, 1958, 13, 19, 8717, 47283, 3215, 11296, 39896, 4117, 16490, 1211, 33546, 30767, 1829, 19446, 39896, 2212, 15844, 23032, 12610, 39896, 4117, 5296, 10721, 29538, 39894, 2655, 5016, 35457, 9154, 16490, 1211, 6027, 20449, 28480, 2655, 8315, 4724, 10721, 36520, 9673, 8592, 28820, 3660, 6225, 8592, 7649, 39896, 4117, 2423, 1952, 5844, 3714, 16095, 10874, 28259, 8978, 27188, 11622, 1829], "avg_logprob": -0.13718220629429412, "compression_ratio": 1.6475409836065573, "no_speech_prob": 1.3709068298339844e-06, "words": [{"start": 1064.49, "end": 1064.69, "word": "0", "probability": 0.53564453125}, {"start": 1064.69, "end": 1065.45, "word": ".6", "probability": 0.95556640625}, {"start": 1065.45, "end": 1066.17, "word": " فطبعا", "probability": 0.8578125}, {"start": 1066.17, "end": 1066.45, "word": " حتى", "probability": 0.9404296875}, {"start": 1066.45, "end": 1066.81, "word": " كلمة", "probability": 0.9851888020833334}, {"start": 1066.81, "end": 1067.03, "word": " الـ", "probability": 0.519775390625}, {"start": 1067.03, "end": 1067.27, "word": " crisp", "probability": 0.43115234375}, {"start": 1067.27, "end": 1067.91, "word": " value", "probability": 0.984375}, {"start": 1067.91, "end": 1068.29, "word": " هذه", "probability": 0.7392578125}, {"start": 1068.29, "end": 1069.59, "word": " بتتترجم", "probability": 0.80166015625}, {"start": 1069.59, "end": 1069.95, "word": " أصلا", "probability": 0.8600260416666666}, {"start": 1069.95, "end": 1070.15, "word": " من", "probability": 0.9775390625}, {"start": 1070.15, "end": 1071.09, "word": " إشي", "probability": 0.8956705729166666}, {"start": 1071.09, "end": 1071.85, "word": " بتتترجم", "probability": 0.90400390625}, {"start": 1071.85, "end": 1071.97, "word": " من", "probability": 0.982421875}, {"start": 1071.97, "end": 1072.57, "word": " بيانات", "probability": 0.9881591796875}, {"start": 1072.57, "end": 1072.83, "word": " من", "probability": 0.6162109375}, {"start": 1072.83, "end": 1073.39, "word": " معلومات", "probability": 0.982666015625}, {"start": 1073.39, "end": 1073.91, "word": " مش", "probability": 0.9697265625}, {"start": 1073.91, "end": 1074.29, "word": " مجرد", "probability": 0.98974609375}, {"start": 1074.29, "end": 1074.39, "word": " إن", "probability": 0.49365234375}, {"start": 1074.39, "end": 1074.53, "word": " هي", "probability": 0.3955078125}, {"start": 1074.53, "end": 1074.69, "word": " 0", "probability": 0.88623046875}, {"start": 1074.69, "end": 1075.19, "word": ".6", "probability": 0.990478515625}, {"start": 1075.19, "end": 1075.43, "word": " هذه", "probability": 0.66259765625}, {"start": 1075.43, "end": 1075.61, "word": " أو", "probability": 0.92919921875}, {"start": 1075.61, "end": 1075.79, "word": " 0", "probability": 0.955078125}, {"start": 1075.79, "end": 1076.29, "word": ".4", "probability": 0.997314453125}, {"start": 1076.29, "end": 1077.69, "word": " ناخدها", "probability": 0.8963623046875}, {"start": 1077.69, "end": 1077.99, "word": " هيك", "probability": 0.9287109375}, {"start": 1077.99, "end": 1078.25, "word": " خلاص", "probability": 0.9777018229166666}, {"start": 1078.25, "end": 1078.39, "word": " زي", "probability": 0.921630859375}, {"start": 1078.39, "end": 1078.45, "word": " ما", "probability": 0.92626953125}, {"start": 1078.45, "end": 1078.59, "word": " هي", "probability": 0.974609375}, {"start": 1078.59, "end": 1078.95, "word": " given", "probability": 0.451171875}, {"start": 1078.95, "end": 1079.13, "word": " على", "probability": 0.92626953125}, {"start": 1079.13, "end": 1079.37, "word": " طول", "probability": 0.994140625}, {"start": 1079.37, "end": 1079.77, "word": " هيك", "probability": 0.905029296875}, {"start": 1079.77, "end": 1080.03, "word": " لأ", "probability": 0.789794921875}, {"start": 1080.03, "end": 1080.31, "word": " هذه", "probability": 0.60400390625}, {"start": 1080.31, "end": 1080.89, "word": " بتتحسب", "probability": 0.9476318359375}, {"start": 1080.89, "end": 1081.37, "word": " من", "probability": 0.998046875}, {"start": 1081.37, "end": 1081.67, "word": " خلال", "probability": 0.9951171875}, {"start": 1081.67, "end": 1082.45, "word": " معرفتنا", "probability": 0.996337890625}, {"start": 1082.45, "end": 1083.39, "word": " بأصل", "probability": 0.9396158854166666}, {"start": 1083.39, "end": 1084.05, "word": " المشكلة", "probability": 0.996826171875}, {"start": 1084.05, "end": 1084.37, "word": " عشان", "probability": 0.9680989583333334}, {"start": 1084.37, "end": 1084.55, "word": " هيك", "probability": 0.9755859375}, {"start": 1084.55, "end": 1084.65, "word": " ال", "probability": 0.962890625}, {"start": 1084.65, "end": 1085.47, "word": " human", "probability": 0.650390625}, {"start": 1085.47, "end": 1085.95, "word": " expert", "probability": 0.90966796875}, {"start": 1085.95, "end": 1086.39, "word": " مهم", "probability": 0.97998046875}, {"start": 1086.39, "end": 1086.95, "word": " جدا", "probability": 0.994384765625}, {"start": 1086.95, "end": 1087.47, "word": " في", "probability": 0.9462890625}, {"start": 1087.47, "end": 1087.83, "word": " الفزي", "probability": 0.7171630859375}], "temperature": 1.0}, {"id": 44, "seek": 110985, "start": 1088.4, "end": 1109.86, "text": "مهم جدا يكون في عندى user واخد منه المعلومات بتاعتنا ناخد منه معلوماتنا اللى بدنا نشتغل .. نشتغل عليها طيب هيتم استخدام ممدانى inference كان في عندى أربع خطوات ضرورية جدا فى طريقة ممدانى inference أو ممدانى fuzzy inference لحل أي مشكلة باستخدام ال fuzzy logic", "tokens": [2304, 16095, 10874, 28259, 7251, 30544, 8978, 43242, 7578, 4195, 4032, 47283, 3215, 9154, 3224, 9673, 30241, 20498, 9307, 39894, 995, 34268, 8315, 8717, 47283, 3215, 9154, 3224, 20449, 1211, 20498, 9307, 8315, 13672, 7578, 47525, 8315, 8717, 8592, 2655, 17082, 1211, 4386, 8717, 8592, 2655, 17082, 1211, 25894, 11296, 23032, 1829, 3555, 8032, 36081, 2304, 44713, 9778, 3215, 10943, 3714, 2304, 3215, 7649, 7578, 38253, 25961, 8978, 43242, 7578, 5551, 25513, 3615, 16490, 9566, 2407, 9307, 48812, 2288, 13063, 10632, 10874, 28259, 6156, 7578, 23032, 16572, 28671, 3714, 2304, 3215, 7649, 7578, 38253, 34051, 3714, 2304, 3215, 7649, 7578, 34710, 38253, 5296, 5016, 1211, 36632, 37893, 28820, 3660, 4724, 995, 14851, 9778, 3215, 10943, 2423, 34710, 9952], "avg_logprob": -0.0844931693888512, "compression_ratio": 1.8558951965065502, "no_speech_prob": 0.0, "words": [{"start": 1088.4, "end": 1088.68, "word": "مهم", "probability": 0.965087890625}, {"start": 1088.68, "end": 1088.88, "word": " جدا", "probability": 0.954345703125}, {"start": 1088.88, "end": 1089.12, "word": " يكون", "probability": 0.887451171875}, {"start": 1089.12, "end": 1089.3, "word": " في", "probability": 0.7060546875}, {"start": 1089.3, "end": 1089.72, "word": " عندى", "probability": 0.759521484375}, {"start": 1089.72, "end": 1090.76, "word": " user", "probability": 0.9287109375}, {"start": 1090.76, "end": 1091.38, "word": " واخد", "probability": 0.8557942708333334}, {"start": 1091.38, "end": 1091.58, "word": " منه", "probability": 0.985595703125}, {"start": 1091.58, "end": 1092.02, "word": " المعلومات", "probability": 0.9898681640625}, {"start": 1092.02, "end": 1092.42, "word": " بتاعتنا", "probability": 0.930908203125}, {"start": 1092.42, "end": 1092.98, "word": " ناخد", "probability": 0.9436848958333334}, {"start": 1092.98, "end": 1093.28, "word": " منه", "probability": 0.9892578125}, {"start": 1093.28, "end": 1094.3, "word": " معلوماتنا", "probability": 0.94521484375}, {"start": 1094.3, "end": 1094.5, "word": " اللى", "probability": 0.919677734375}, {"start": 1094.5, "end": 1094.7, "word": " بدنا", "probability": 0.592041015625}, {"start": 1094.7, "end": 1095.14, "word": " نشتغل", "probability": 0.98994140625}, {"start": 1095.14, "end": 1095.52, "word": " ..", "probability": 0.336181640625}, {"start": 1095.52, "end": 1096.28, "word": " نشتغل", "probability": 0.98349609375}, {"start": 1096.28, "end": 1096.7, "word": " عليها", "probability": 0.994384765625}, {"start": 1096.7, "end": 1097.5, "word": " طيب", "probability": 0.9674479166666666}, {"start": 1097.5, "end": 1098.16, "word": " هيتم", "probability": 0.8904622395833334}, {"start": 1098.16, "end": 1098.96, "word": " استخدام", "probability": 0.9818115234375}, {"start": 1098.96, "end": 1099.84, "word": " ممدانى", "probability": 0.90478515625}, {"start": 1099.84, "end": 1100.7, "word": " inference", "probability": 0.87548828125}, {"start": 1100.7, "end": 1101.52, "word": " كان", "probability": 0.986328125}, {"start": 1101.52, "end": 1101.68, "word": " في", "probability": 0.9296875}, {"start": 1101.68, "end": 1102.06, "word": " عندى", "probability": 0.898681640625}, {"start": 1102.06, "end": 1102.38, "word": " أربع", "probability": 0.8084309895833334}, {"start": 1102.38, "end": 1102.92, "word": " خطوات", "probability": 0.9898681640625}, {"start": 1102.92, "end": 1103.52, "word": " ضرورية", "probability": 0.987548828125}, {"start": 1103.52, "end": 1103.84, "word": " جدا", "probability": 0.99853515625}, {"start": 1103.84, "end": 1104.06, "word": " فى", "probability": 0.77783203125}, {"start": 1104.06, "end": 1104.42, "word": " طريقة", "probability": 0.9900716145833334}, {"start": 1104.42, "end": 1104.88, "word": " ممدانى", "probability": 0.99052734375}, {"start": 1104.88, "end": 1105.24, "word": " inference", "probability": 0.95654296875}, {"start": 1105.24, "end": 1105.56, "word": " أو", "probability": 0.7060546875}, {"start": 1105.56, "end": 1106.1, "word": " ممدانى", "probability": 0.9888671875}, {"start": 1106.1, "end": 1106.32, "word": " fuzzy", "probability": 0.9140625}, {"start": 1106.32, "end": 1106.84, "word": " inference", "probability": 0.96337890625}, {"start": 1106.84, "end": 1107.76, "word": " لحل", "probability": 0.97509765625}, {"start": 1107.76, "end": 1108.28, "word": " أي", "probability": 0.63427734375}, {"start": 1108.28, "end": 1108.88, "word": " مشكلة", "probability": 0.9860026041666666}, {"start": 1108.88, "end": 1109.24, "word": " باستخدام", "probability": 0.991455078125}, {"start": 1109.24, "end": 1109.36, "word": " ال", "probability": 0.78955078125}, {"start": 1109.36, "end": 1109.56, "word": " fuzzy", "probability": 0.74755859375}, {"start": 1109.56, "end": 1109.86, "word": " logic", "probability": 0.9736328125}], "temperature": 1.0}, {"id": 45, "seek": 113588, "start": 1110.46, "end": 1135.88, "text": "كان .. كنا بنعمل facification، بنعمل rule evaluation، aggregation و defacification الآن كل relationship من ال relationships اللي موجودة قدامنا هنا اللي هي بنمثل فيها مجموعة ال inputs بتاعتنا، في عندي input اللي هو X وهذا يمثل ال project funding وفي عندي Y تمثل project staffing", "tokens": [41361, 4386, 9122, 8315, 44945, 25957, 1211, 1915, 3774, 12399, 44945, 25957, 1211, 4978, 13344, 12399, 16743, 399, 4032, 1060, 326, 3774, 6024, 48506, 28242, 2480, 9154, 2423, 6159, 13672, 1829, 3714, 29245, 23328, 3660, 12174, 3215, 10943, 8315, 34105, 13672, 1829, 39896, 44945, 2304, 12984, 1211, 8978, 11296, 3714, 7435, 2304, 2407, 27884, 2423, 15743, 39894, 995, 34268, 8315, 12399, 8978, 18871, 16254, 4846, 13672, 1829, 31439, 1783, 37037, 15730, 7251, 2304, 12984, 1211, 2423, 1716, 6137, 4032, 41185, 18871, 16254, 398, 46811, 12984, 1211, 1716, 38918], "avg_logprob": -0.20031600989652484, "compression_ratio": 1.728888888888889, "no_speech_prob": 0.0, "words": [{"start": 1110.46, "end": 1110.74, "word": "كان", "probability": 0.70654296875}, {"start": 1110.74, "end": 1110.9, "word": " ..", "probability": 0.24658203125}, {"start": 1110.9, "end": 1111.06, "word": " كنا", "probability": 0.981689453125}, {"start": 1111.06, "end": 1111.46, "word": " بنعمل", "probability": 0.85400390625}, {"start": 1111.46, "end": 1112.54, "word": " facification،", "probability": 0.440277099609375}, {"start": 1112.54, "end": 1113.18, "word": " بنعمل", "probability": 0.7926432291666666}, {"start": 1113.18, "end": 1113.56, "word": " rule", "probability": 0.6669921875}, {"start": 1113.56, "end": 1114.68, "word": " evaluation،", "probability": 0.849853515625}, {"start": 1114.68, "end": 1115.54, "word": " aggregation", "probability": 0.917724609375}, {"start": 1115.54, "end": 1116.12, "word": " و", "probability": 0.69580078125}, {"start": 1116.12, "end": 1117.24, "word": " defacification", "probability": 0.7652994791666666}, {"start": 1117.24, "end": 1118.12, "word": " الآن", "probability": 0.61029052734375}, {"start": 1118.12, "end": 1119.06, "word": " كل", "probability": 0.91943359375}, {"start": 1119.06, "end": 1120.14, "word": " relationship", "probability": 0.90966796875}, {"start": 1120.14, "end": 1120.38, "word": " من", "probability": 0.939453125}, {"start": 1120.38, "end": 1120.54, "word": " ال", "probability": 0.9658203125}, {"start": 1120.54, "end": 1120.98, "word": " relationships", "probability": 0.86376953125}, {"start": 1120.98, "end": 1121.26, "word": " اللي", "probability": 0.93115234375}, {"start": 1121.26, "end": 1121.66, "word": " موجودة", "probability": 0.9881591796875}, {"start": 1121.66, "end": 1122.16, "word": " قدامنا", "probability": 0.8907470703125}, {"start": 1122.16, "end": 1122.46, "word": " هنا", "probability": 0.99072265625}, {"start": 1122.46, "end": 1123.74, "word": " اللي", "probability": 0.953857421875}, {"start": 1123.74, "end": 1123.9, "word": " هي", "probability": 0.93017578125}, {"start": 1123.9, "end": 1124.42, "word": " بنمثل", "probability": 0.9659423828125}, {"start": 1124.42, "end": 1124.82, "word": " فيها", "probability": 0.995849609375}, {"start": 1124.82, "end": 1125.86, "word": " مجموعة", "probability": 0.94111328125}, {"start": 1125.86, "end": 1126.36, "word": " ال", "probability": 0.92822265625}, {"start": 1126.36, "end": 1126.74, "word": " inputs", "probability": 0.70361328125}, {"start": 1126.74, "end": 1127.66, "word": " بتاعتنا،", "probability": 0.86220703125}, {"start": 1127.66, "end": 1127.78, "word": " في", "probability": 0.830078125}, {"start": 1127.78, "end": 1128.02, "word": " عندي", "probability": 0.7021484375}, {"start": 1128.02, "end": 1128.38, "word": " input", "probability": 0.970703125}, {"start": 1128.38, "end": 1128.84, "word": " اللي", "probability": 0.989013671875}, {"start": 1128.84, "end": 1129.1, "word": " هو", "probability": 0.98486328125}, {"start": 1129.1, "end": 1129.46, "word": " X", "probability": 0.69580078125}, {"start": 1129.46, "end": 1130.06, "word": " وهذا", "probability": 0.77783203125}, {"start": 1130.06, "end": 1131.02, "word": " يمثل", "probability": 0.994873046875}, {"start": 1131.02, "end": 1131.48, "word": " ال", "probability": 0.728515625}, {"start": 1131.48, "end": 1131.82, "word": " project", "probability": 0.9921875}, {"start": 1131.82, "end": 1132.6, "word": " funding", "probability": 0.94873046875}, {"start": 1132.6, "end": 1133.26, "word": " وفي", "probability": 0.6728515625}, {"start": 1133.26, "end": 1133.64, "word": " عندي", "probability": 0.92431640625}, {"start": 1133.64, "end": 1134.24, "word": " Y", "probability": 0.95166015625}, {"start": 1134.24, "end": 1134.8, "word": " تمثل", "probability": 0.9910481770833334}, {"start": 1134.8, "end": 1135.2, "word": " project", "probability": 0.818359375}, {"start": 1135.2, "end": 1135.88, "word": " staffing", "probability": 0.95947265625}], "temperature": 1.0}, {"id": 46, "seek": 115582, "start": 1137.42, "end": 1155.82, "text": "بدنا نشتغل عليهم بحيث انه نطلع ال risk جداش في risk في قبول هذا المشروع فالان بالنسبة للحالة الأولى أخدنا ال crisp input ك 0.4 و automatically على طول هحسب قيمة ال mu بهذا الشكل", "tokens": [44510, 8315, 8717, 8592, 2655, 17082, 1211, 25894, 16095, 4724, 5016, 1829, 12984, 16472, 3224, 8717, 9566, 1211, 3615, 2423, 3148, 10874, 3215, 33599, 8978, 3148, 8978, 12174, 3555, 12610, 23758, 9673, 8592, 32887, 3615, 6156, 6027, 7649, 20666, 1863, 35457, 3660, 24976, 5016, 6027, 3660, 16247, 12610, 7578, 5551, 9778, 3215, 8315, 2423, 22952, 4846, 9122, 1958, 13, 19, 4032, 6772, 15844, 23032, 12610, 8032, 5016, 35457, 12174, 32640, 3660, 2423, 2992, 39627, 15730, 25124, 28820], "avg_logprob": -0.1913060901256708, "compression_ratio": 1.4639175257731958, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1137.42, "end": 1138.04, "word": "بدنا", "probability": 0.58148193359375}, {"start": 1138.04, "end": 1138.46, "word": " نشتغل", "probability": 0.97509765625}, {"start": 1138.46, "end": 1138.8, "word": " عليهم", "probability": 0.9755859375}, {"start": 1138.8, "end": 1139.12, "word": " بحيث", "probability": 0.958740234375}, {"start": 1139.12, "end": 1139.32, "word": " انه", "probability": 0.727294921875}, {"start": 1139.32, "end": 1140.14, "word": " نطلع", "probability": 0.7713623046875}, {"start": 1140.14, "end": 1140.6, "word": " ال", "probability": 0.9365234375}, {"start": 1140.6, "end": 1140.94, "word": " risk", "probability": 0.8720703125}, {"start": 1140.94, "end": 1141.88, "word": " جداش", "probability": 0.6583658854166666}, {"start": 1141.88, "end": 1142.24, "word": " في", "probability": 0.93310546875}, {"start": 1142.24, "end": 1142.74, "word": " risk", "probability": 0.492431640625}, {"start": 1142.74, "end": 1143.18, "word": " في", "probability": 0.95458984375}, {"start": 1143.18, "end": 1143.94, "word": " قبول", "probability": 0.9850260416666666}, {"start": 1143.94, "end": 1144.16, "word": " هذا", "probability": 0.9755859375}, {"start": 1144.16, "end": 1144.7, "word": " المشروع", "probability": 0.9951171875}, {"start": 1144.7, "end": 1145.92, "word": " فالان", "probability": 0.90380859375}, {"start": 1145.92, "end": 1146.66, "word": " بالنسبة", "probability": 0.977783203125}, {"start": 1146.66, "end": 1147.08, "word": " للحالة", "probability": 0.8642578125}, {"start": 1147.08, "end": 1147.6, "word": " الأولى", "probability": 0.9519856770833334}, {"start": 1147.6, "end": 1148.32, "word": " أخدنا", "probability": 0.91015625}, {"start": 1148.32, "end": 1148.48, "word": " ال", "probability": 0.36767578125}, {"start": 1148.48, "end": 1148.74, "word": " crisp", "probability": 0.4091796875}, {"start": 1148.74, "end": 1149.2, "word": " input", "probability": 0.91796875}, {"start": 1149.2, "end": 1149.74, "word": " ك", "probability": 0.95947265625}, {"start": 1149.74, "end": 1150.4, "word": " 0", "probability": 0.364013671875}, {"start": 1150.4, "end": 1151.04, "word": ".4", "probability": 0.992919921875}, {"start": 1151.04, "end": 1151.6, "word": " و", "probability": 0.79052734375}, {"start": 1151.6, "end": 1152.2, "word": " automatically", "probability": 0.45654296875}, {"start": 1152.2, "end": 1152.42, "word": " على", "probability": 0.81787109375}, {"start": 1152.42, "end": 1152.62, "word": " طول", "probability": 0.96240234375}, {"start": 1152.62, "end": 1153.04, "word": " هحسب", "probability": 0.8922526041666666}, {"start": 1153.04, "end": 1153.48, "word": " قيمة", "probability": 0.9951171875}, {"start": 1153.48, "end": 1153.62, "word": " ال", "probability": 0.697265625}, {"start": 1153.62, "end": 1153.88, "word": " mu", "probability": 0.171630859375}, {"start": 1153.88, "end": 1154.7, "word": " بهذا", "probability": 0.9462890625}, {"start": 1154.7, "end": 1155.82, "word": " الشكل", "probability": 0.99072265625}], "temperature": 1.0}, {"id": 47, "seek": 118675, "start": 1158.15, "end": 1186.75, "text": "لو أخدنا ال crisp 0.4 وتحدثنا عنها المرة الماضية و أخدنا النقطين هدول فمعنى ذلك أنه أنا في عندى إمكانية ل two sets ممكن أشتغل فيهم لل relationship هذى أو المتغير هذا في الأولى هنا و أنا بتحدث عن ال fund يعني معناته بتكلم عن ال marginal اللى هى المتوسط اللى ال A2", "tokens": [1211, 2407, 5551, 9778, 3215, 8315, 2423, 22952, 1958, 13, 19, 34683, 24401, 12984, 8315, 18871, 11296, 9673, 25720, 9673, 46958, 10632, 4032, 5551, 9778, 3215, 8315, 28239, 47432, 9957, 8032, 3215, 12610, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 14739, 3224, 41850, 8978, 43242, 7578, 11933, 2304, 41361, 10632, 5296, 732, 6352, 3714, 43020, 5551, 8592, 2655, 17082, 1211, 8978, 16095, 24976, 2480, 8032, 8848, 7578, 34051, 9673, 2655, 17082, 13546, 8032, 8848, 995, 8978, 16247, 12610, 7578, 34105, 4032, 41850, 39894, 24401, 12984, 18871, 2423, 2374, 37495, 22653, 20449, 8315, 47395, 39894, 4117, 19528, 18871, 2423, 16885, 13672, 7578, 8032, 7578, 9673, 2655, 41779, 9566, 13672, 7578, 2423, 316, 17], "avg_logprob": -0.19247788032599256, "compression_ratio": 1.7309236947791165, "no_speech_prob": 0.0, "words": [{"start": 1158.15, "end": 1158.41, "word": "لو", "probability": 0.9658203125}, {"start": 1158.41, "end": 1158.75, "word": " أخدنا", "probability": 0.937255859375}, {"start": 1158.75, "end": 1158.85, "word": " ال", "probability": 0.78125}, {"start": 1158.85, "end": 1159.07, "word": " crisp", "probability": 0.0333251953125}, {"start": 1159.07, "end": 1159.49, "word": " 0", "probability": 0.6083984375}, {"start": 1159.49, "end": 1160.07, "word": ".4", "probability": 0.986083984375}, {"start": 1160.07, "end": 1160.85, "word": " وتحدثنا", "probability": 0.798309326171875}, {"start": 1160.85, "end": 1161.03, "word": " عنها", "probability": 0.99462890625}, {"start": 1161.03, "end": 1161.27, "word": " المرة", "probability": 0.968505859375}, {"start": 1161.27, "end": 1161.75, "word": " الماضية", "probability": 0.99462890625}, {"start": 1161.75, "end": 1162.51, "word": " و", "probability": 0.6865234375}, {"start": 1162.51, "end": 1163.21, "word": " أخدنا", "probability": 0.9140625}, {"start": 1163.21, "end": 1163.83, "word": " النقطين", "probability": 0.9147135416666666}, {"start": 1163.83, "end": 1164.21, "word": " هدول", "probability": 0.8914388020833334}, {"start": 1164.21, "end": 1164.87, "word": " فمعنى", "probability": 0.94833984375}, {"start": 1164.87, "end": 1165.11, "word": " ذلك", "probability": 0.9921875}, {"start": 1165.11, "end": 1165.33, "word": " أنه", "probability": 0.576171875}, {"start": 1165.33, "end": 1165.49, "word": " أنا", "probability": 0.473876953125}, {"start": 1165.49, "end": 1165.61, "word": " في", "probability": 0.90283203125}, {"start": 1165.61, "end": 1166.29, "word": " عندى", "probability": 0.69873046875}, {"start": 1166.29, "end": 1166.99, "word": " إمكانية", "probability": 0.9229736328125}, {"start": 1166.99, "end": 1167.33, "word": " ل", "probability": 0.93359375}, {"start": 1167.33, "end": 1168.03, "word": " two", "probability": 0.75439453125}, {"start": 1168.03, "end": 1169.79, "word": " sets", "probability": 0.80029296875}, {"start": 1169.79, "end": 1170.31, "word": " ممكن", "probability": 0.984375}, {"start": 1170.31, "end": 1170.75, "word": " أشتغل", "probability": 0.97294921875}, {"start": 1170.75, "end": 1171.13, "word": " فيهم", "probability": 0.9853515625}, {"start": 1171.13, "end": 1171.75, "word": " لل", "probability": 0.476806640625}, {"start": 1171.75, "end": 1172.23, "word": " relationship", "probability": 0.88525390625}, {"start": 1172.23, "end": 1173.17, "word": " هذى", "probability": 0.6261393229166666}, {"start": 1173.17, "end": 1173.75, "word": " أو", "probability": 0.50634765625}, {"start": 1173.75, "end": 1174.09, "word": " المتغير", "probability": 0.922119140625}, {"start": 1174.09, "end": 1174.31, "word": " هذا", "probability": 0.5880533854166666}, {"start": 1174.31, "end": 1174.49, "word": " في", "probability": 0.73974609375}, {"start": 1174.49, "end": 1176.67, "word": " الأولى", "probability": 0.9425455729166666}, {"start": 1176.67, "end": 1176.97, "word": " هنا", "probability": 0.9833984375}, {"start": 1176.97, "end": 1177.61, "word": " و", "probability": 0.86279296875}, {"start": 1177.61, "end": 1177.73, "word": " أنا", "probability": 0.80517578125}, {"start": 1177.73, "end": 1178.21, "word": " بتحدث", "probability": 0.9685872395833334}, {"start": 1178.21, "end": 1178.37, "word": " عن", "probability": 0.99609375}, {"start": 1178.37, "end": 1178.49, "word": " ال", "probability": 0.96337890625}, {"start": 1178.49, "end": 1178.85, "word": " fund", "probability": 0.61669921875}, {"start": 1178.85, "end": 1179.31, "word": " يعني", "probability": 0.91845703125}, {"start": 1179.31, "end": 1179.79, "word": " معناته", "probability": 0.9718424479166666}, {"start": 1179.79, "end": 1180.59, "word": " بتكلم", "probability": 0.9059244791666666}, {"start": 1180.59, "end": 1180.95, "word": " عن", "probability": 0.99560546875}, {"start": 1180.95, "end": 1181.99, "word": " ال", "probability": 0.9423828125}, {"start": 1181.99, "end": 1182.65, "word": " marginal", "probability": 0.8857421875}, {"start": 1182.65, "end": 1183.81, "word": " اللى", "probability": 0.714111328125}, {"start": 1183.81, "end": 1184.11, "word": " هى", "probability": 0.7354736328125}, {"start": 1184.11, "end": 1184.83, "word": " المتوسط", "probability": 0.986572265625}, {"start": 1184.83, "end": 1185.05, "word": " اللى", "probability": 0.908935546875}, {"start": 1185.05, "end": 1185.25, "word": " ال", "probability": 0.91015625}, {"start": 1185.25, "end": 1186.75, "word": " A2", "probability": 0.6259765625}], "temperature": 1.0}, {"id": 48, "seek": 120179, "start": 1187.95, "end": 1201.79, "text": "A2 تقطحها هيعطيني 0.2 فإذا الميو ل A2 هيها الميو ل A2 تساوي 0.2", "tokens": [32, 17, 6055, 47432, 5016, 11296, 39896, 3615, 9566, 9957, 1829, 1958, 13, 17, 6156, 28814, 15730, 9673, 1829, 2407, 5296, 316, 17, 39896, 11296, 9673, 1829, 2407, 5296, 316, 17, 6055, 3794, 995, 45865, 1958, 13, 17], "avg_logprob": -0.32331729393738967, "compression_ratio": 1.216867469879518, "no_speech_prob": 0.0, "words": [{"start": 1187.95, "end": 1188.49, "word": "A2", "probability": 0.539031982421875}, {"start": 1188.49, "end": 1190.43, "word": " تقطحها", "probability": 0.70428466796875}, {"start": 1190.43, "end": 1191.39, "word": " هيعطيني", "probability": 0.8}, {"start": 1191.39, "end": 1191.61, "word": " 0", "probability": 0.5078125}, {"start": 1191.61, "end": 1192.27, "word": ".2", "probability": 0.990966796875}, {"start": 1192.27, "end": 1193.07, "word": " فإذا", "probability": 0.7503255208333334}, {"start": 1193.07, "end": 1194.29, "word": " الميو", "probability": 0.6404622395833334}, {"start": 1194.29, "end": 1194.91, "word": " ل", "probability": 0.92724609375}, {"start": 1194.91, "end": 1197.49, "word": " A2", "probability": 0.8212890625}, {"start": 1197.49, "end": 1198.11, "word": " هيها", "probability": 0.50927734375}, {"start": 1198.11, "end": 1198.79, "word": " الميو", "probability": 0.8868815104166666}, {"start": 1198.79, "end": 1199.47, "word": " ل", "probability": 0.30810546875}, {"start": 1199.47, "end": 1199.97, "word": " A2", "probability": 0.958251953125}, {"start": 1199.97, "end": 1200.67, "word": " تساوي", "probability": 0.89501953125}, {"start": 1200.67, "end": 1200.91, "word": " 0", "probability": 0.9609375}, {"start": 1200.91, "end": 1201.79, "word": ".2", "probability": 0.996826171875}], "temperature": 1.0}, {"id": 49, "seek": 122769, "start": 1202.65, "end": 1227.69, "text": "بينما بالنسبة لل inadequate هتيجي على نقطة ال curve تبع ال inadequate set و قيمتها 0.5 فبنكون جيبنا معادلات او ال membership او جدش ال mu degree .. ال degree لأ ال crisp value ال given عندي فصار عندي دخلناها على ال fuzzy", "tokens": [3555, 9957, 15042, 20666, 1863, 35457, 3660, 24976, 42107, 8032, 31371, 7435, 1829, 15844, 8717, 47432, 3660, 2423, 7605, 6055, 3555, 3615, 2423, 42107, 992, 4032, 12174, 32640, 2655, 11296, 1958, 13, 20, 6156, 3555, 1863, 30544, 10874, 1829, 3555, 8315, 20449, 18513, 1211, 9307, 1975, 2407, 2423, 16560, 1975, 2407, 10874, 3215, 8592, 2423, 2992, 4314, 4386, 2423, 4314, 5296, 10721, 2423, 22952, 2158, 2423, 2212, 18871, 16254, 6156, 9381, 9640, 18871, 16254, 11778, 9778, 1211, 8315, 11296, 15844, 2423, 34710], "avg_logprob": -0.19352410320776053, "compression_ratio": 1.5070422535211268, "no_speech_prob": 0.0, "words": [{"start": 1202.65, "end": 1203.21, "word": "بينما", "probability": 0.9736328125}, {"start": 1203.21, "end": 1203.97, "word": " بالنسبة", "probability": 0.9683837890625}, {"start": 1203.97, "end": 1204.15, "word": " لل", "probability": 0.822265625}, {"start": 1204.15, "end": 1204.63, "word": " inadequate", "probability": 0.6015625}, {"start": 1204.63, "end": 1205.93, "word": " هتيجي", "probability": 0.80157470703125}, {"start": 1205.93, "end": 1206.29, "word": " على", "probability": 0.890625}, {"start": 1206.29, "end": 1206.97, "word": " نقطة", "probability": 0.9822591145833334}, {"start": 1206.97, "end": 1207.25, "word": " ال", "probability": 0.69921875}, {"start": 1207.25, "end": 1207.51, "word": " curve", "probability": 0.9541015625}, {"start": 1207.51, "end": 1207.75, "word": " تبع", "probability": 0.9033203125}, {"start": 1207.75, "end": 1207.89, "word": " ال", "probability": 0.892578125}, {"start": 1207.89, "end": 1208.21, "word": " inadequate", "probability": 0.9658203125}, {"start": 1208.21, "end": 1209.61, "word": " set", "probability": 0.260986328125}, {"start": 1209.61, "end": 1210.25, "word": " و", "probability": 0.91845703125}, {"start": 1210.25, "end": 1211.25, "word": " قيمتها", "probability": 0.9013671875}, {"start": 1211.25, "end": 1212.07, "word": " 0", "probability": 0.509765625}, {"start": 1212.07, "end": 1212.73, "word": ".5", "probability": 0.986083984375}, {"start": 1212.73, "end": 1213.49, "word": " فبنكون", "probability": 0.8541259765625}, {"start": 1213.49, "end": 1213.97, "word": " جيبنا", "probability": 0.906005859375}, {"start": 1213.97, "end": 1215.49, "word": " معادلات", "probability": 0.9678955078125}, {"start": 1215.49, "end": 1215.81, "word": " او", "probability": 0.75439453125}, {"start": 1215.81, "end": 1216.19, "word": " ال", "probability": 0.95751953125}, {"start": 1216.19, "end": 1217.67, "word": " membership", "probability": 0.74609375}, {"start": 1217.67, "end": 1218.13, "word": " او", "probability": 0.8564453125}, {"start": 1218.13, "end": 1218.43, "word": " جدش", "probability": 0.678466796875}, {"start": 1218.43, "end": 1218.63, "word": " ال", "probability": 0.8203125}, {"start": 1218.63, "end": 1218.93, "word": " mu", "probability": 0.28466796875}, {"start": 1218.93, "end": 1220.41, "word": " degree", "probability": 0.6708984375}, {"start": 1220.41, "end": 1220.85, "word": " ..", "probability": 0.2900390625}, {"start": 1220.85, "end": 1221.01, "word": " ال", "probability": 0.6025390625}, {"start": 1221.01, "end": 1221.27, "word": " degree", "probability": 0.99072265625}, {"start": 1221.27, "end": 1221.61, "word": " لأ", "probability": 0.70263671875}, {"start": 1221.61, "end": 1221.97, "word": " ال", "probability": 0.6376953125}, {"start": 1221.97, "end": 1222.97, "word": " crisp", "probability": 0.81494140625}, {"start": 1222.97, "end": 1223.47, "word": " value", "probability": 0.9912109375}, {"start": 1223.47, "end": 1223.97, "word": " ال", "probability": 0.79833984375}, {"start": 1223.97, "end": 1224.19, "word": " given", "probability": 0.927734375}, {"start": 1224.19, "end": 1224.53, "word": " عندي", "probability": 0.9521484375}, {"start": 1224.53, "end": 1225.13, "word": " فصار", "probability": 0.90625}, {"start": 1225.13, "end": 1225.49, "word": " عندي", "probability": 0.830322265625}, {"start": 1225.49, "end": 1226.71, "word": " دخلناها", "probability": 0.9697265625}, {"start": 1226.71, "end": 1226.93, "word": " على", "probability": 0.9072265625}, {"start": 1226.93, "end": 1227.41, "word": " ال", "probability": 0.7890625}, {"start": 1227.41, "end": 1227.69, "word": " fuzzy", "probability": 0.978515625}], "temperature": 1.0}, {"id": 50, "seek": 124385, "start": 1228.62, "end": 1243.86, "text": "وحصلنا على قيم لل degree سواء ال degree عساس ان هي inadequate خمسة من عشرة و marginal 0.2 طيب بالنسبة لل staffing برضه", "tokens": [2407, 5016, 36520, 8315, 15844, 12174, 32640, 24976, 4314, 8608, 2407, 16606, 2423, 4314, 6225, 3794, 32277, 16472, 39896, 42107, 16490, 2304, 3794, 3660, 9154, 6225, 8592, 25720, 4032, 16885, 1958, 13, 17, 23032, 1829, 3555, 20666, 1863, 35457, 3660, 24976, 38918, 4724, 43042, 3224], "avg_logprob": -0.19259511452654135, "compression_ratio": 1.2183098591549295, "no_speech_prob": 5.960464477539062e-07, "words": [{"start": 1228.62, "end": 1229.72, "word": "وحصلنا", "probability": 0.79345703125}, {"start": 1229.72, "end": 1229.9, "word": " على", "probability": 0.89013671875}, {"start": 1229.9, "end": 1230.32, "word": " قيم", "probability": 0.962158203125}, {"start": 1230.32, "end": 1230.84, "word": " لل", "probability": 0.69189453125}, {"start": 1230.84, "end": 1231.22, "word": " degree", "probability": 0.95263671875}, {"start": 1231.22, "end": 1232.5, "word": " سواء", "probability": 0.94140625}, {"start": 1232.5, "end": 1233.22, "word": " ال", "probability": 0.638671875}, {"start": 1233.22, "end": 1233.6, "word": " degree", "probability": 0.986328125}, {"start": 1233.6, "end": 1234.04, "word": " عساس", "probability": 0.7936197916666666}, {"start": 1234.04, "end": 1234.14, "word": " ان", "probability": 0.5302734375}, {"start": 1234.14, "end": 1234.38, "word": " هي", "probability": 0.51171875}, {"start": 1234.38, "end": 1234.86, "word": " inadequate", "probability": 0.9404296875}, {"start": 1234.86, "end": 1236.94, "word": " خمسة", "probability": 0.8204345703125}, {"start": 1236.94, "end": 1237.28, "word": " من", "probability": 0.98583984375}, {"start": 1237.28, "end": 1238.02, "word": " عشرة", "probability": 0.91650390625}, {"start": 1238.02, "end": 1238.56, "word": " و", "probability": 0.9541015625}, {"start": 1238.56, "end": 1239.6, "word": " marginal", "probability": 0.54052734375}, {"start": 1239.6, "end": 1239.98, "word": " 0", "probability": 0.399658203125}, {"start": 1239.98, "end": 1240.52, "word": ".2", "probability": 0.984130859375}, {"start": 1240.52, "end": 1241.08, "word": " طيب", "probability": 0.8504231770833334}, {"start": 1241.08, "end": 1241.74, "word": " بالنسبة", "probability": 0.9215087890625}, {"start": 1241.74, "end": 1242.02, "word": " لل", "probability": 0.59033203125}, {"start": 1242.02, "end": 1242.82, "word": " staffing", "probability": 0.9755859375}, {"start": 1242.82, "end": 1243.86, "word": " برضه", "probability": 0.9723307291666666}], "temperature": 1.0}, {"id": 51, "seek": 127000, "start": 1244.8, "end": 1270.0, "text": "واجدنا ان الـ crisp value 0.6 فالـ 0.6 لو اجينا طلعناها داخل ال curve اللي عندى هنا في المنطقة اللي هنا و طبعا لازم نكون عارفين هنا جداش ال limits بتاعتنا و بنقدر ساعتها نتحرك فيها كقيم limits موجودة و نشوف التقاطعات طبعا واضح ان هنا ممكن الأمور أسهل شوية لأن هنا ماعنديش إلا two sets في عندى", "tokens": [2407, 26108, 3215, 8315, 16472, 2423, 39184, 22952, 2158, 1958, 13, 21, 6156, 6027, 39184, 1958, 13, 21, 45164, 1975, 7435, 1829, 8315, 23032, 1211, 3615, 8315, 11296, 11778, 47283, 1211, 2423, 7605, 13672, 1829, 43242, 7578, 34105, 8978, 9673, 1863, 9566, 28671, 13672, 1829, 34105, 4032, 23032, 3555, 3615, 995, 5296, 31377, 2304, 8717, 30544, 6225, 9640, 5172, 9957, 34105, 10874, 3215, 33599, 2423, 10406, 39894, 995, 34268, 8315, 4032, 44945, 28543, 2288, 8608, 995, 34268, 11296, 8717, 2655, 5016, 31747, 8978, 11296, 9122, 4587, 32640, 10406, 3714, 29245, 23328, 3660, 4032, 8717, 8592, 38688, 16712, 4587, 41193, 3615, 9307, 23032, 3555, 3615, 995, 4032, 46958, 5016, 16472, 34105, 3714, 43020, 16247, 2304, 13063, 5551, 3794, 3224, 1211, 13412, 2407, 10632, 5296, 33456, 34105, 19446, 3615, 1863, 16254, 8592, 11933, 15040, 732, 6352, 8978, 43242, 7578], "avg_logprob": -0.16666667228159698, "compression_ratio": 1.7904411764705883, "no_speech_prob": 0.0, "words": [{"start": 1244.8, "end": 1245.3, "word": "واجدنا", "probability": 0.773193359375}, {"start": 1245.3, "end": 1245.44, "word": " ان", "probability": 0.60205078125}, {"start": 1245.44, "end": 1245.62, "word": " الـ", "probability": 0.32366943359375}, {"start": 1245.62, "end": 1245.84, "word": " crisp", "probability": 0.45849609375}, {"start": 1245.84, "end": 1246.28, "word": " value", "probability": 0.982421875}, {"start": 1246.28, "end": 1246.74, "word": " 0", "probability": 0.2120361328125}, {"start": 1246.74, "end": 1247.42, "word": ".6", "probability": 0.9912109375}, {"start": 1247.42, "end": 1248.02, "word": " فالـ", "probability": 0.72265625}, {"start": 1248.02, "end": 1248.12, "word": " 0", "probability": 0.93701171875}, {"start": 1248.12, "end": 1248.54, "word": ".6", "probability": 0.997802734375}, {"start": 1248.54, "end": 1248.72, "word": " لو", "probability": 0.9775390625}, {"start": 1248.72, "end": 1249.06, "word": " اجينا", "probability": 0.76910400390625}, {"start": 1249.06, "end": 1249.92, "word": " طلعناها", "probability": 0.938671875}, {"start": 1249.92, "end": 1250.76, "word": " داخل", "probability": 0.9697265625}, {"start": 1250.76, "end": 1251.06, "word": " ال", "probability": 0.8994140625}, {"start": 1251.06, "end": 1251.58, "word": " curve", "probability": 0.8525390625}, {"start": 1251.58, "end": 1251.74, "word": " اللي", "probability": 0.841552734375}, {"start": 1251.74, "end": 1252.04, "word": " عندى", "probability": 0.5919189453125}, {"start": 1252.04, "end": 1252.26, "word": " هنا", "probability": 0.94482421875}, {"start": 1252.26, "end": 1252.56, "word": " في", "probability": 0.5087890625}, {"start": 1252.56, "end": 1253.02, "word": " المنطقة", "probability": 0.981689453125}, {"start": 1253.02, "end": 1253.14, "word": " اللي", "probability": 0.8203125}, {"start": 1253.14, "end": 1253.26, "word": " هنا", "probability": 0.9736328125}, {"start": 1253.26, "end": 1253.38, "word": " و", "probability": 0.869140625}, {"start": 1253.38, "end": 1253.56, "word": " طبعا", "probability": 0.906005859375}, {"start": 1253.56, "end": 1253.84, "word": " لازم", "probability": 0.9072265625}, {"start": 1253.84, "end": 1254.04, "word": " نكون", "probability": 0.98046875}, {"start": 1254.04, "end": 1254.34, "word": " عارفين", "probability": 0.99267578125}, {"start": 1254.34, "end": 1254.48, "word": " هنا", "probability": 0.82568359375}, {"start": 1254.48, "end": 1254.84, "word": " جداش", "probability": 0.83740234375}, {"start": 1254.84, "end": 1255.56, "word": " ال", "probability": 0.91162109375}, {"start": 1255.56, "end": 1256.72, "word": " limits", "probability": 0.82080078125}, {"start": 1256.72, "end": 1257.26, "word": " بتاعتنا", "probability": 0.9639892578125}, {"start": 1257.26, "end": 1257.66, "word": " و", "probability": 0.8232421875}, {"start": 1257.66, "end": 1258.02, "word": " بنقدر", "probability": 0.9375}, {"start": 1258.02, "end": 1258.46, "word": " ساعتها", "probability": 0.9781494140625}, {"start": 1258.46, "end": 1259.42, "word": " نتحرك", "probability": 0.9920654296875}, {"start": 1259.42, "end": 1259.82, "word": " فيها", "probability": 0.9833984375}, {"start": 1259.82, "end": 1260.78, "word": " كقيم", "probability": 0.9288736979166666}, {"start": 1260.78, "end": 1261.68, "word": " limits", "probability": 0.962890625}, {"start": 1261.68, "end": 1262.32, "word": " موجودة", "probability": 0.9921875}, {"start": 1262.32, "end": 1262.84, "word": " و", "probability": 0.97216796875}, {"start": 1262.84, "end": 1263.5, "word": " نشوف", "probability": 0.7859700520833334}, {"start": 1263.5, "end": 1264.18, "word": " التقاطعات", "probability": 0.90478515625}, {"start": 1264.18, "end": 1264.44, "word": " طبعا", "probability": 0.9556884765625}, {"start": 1264.44, "end": 1264.7, "word": " واضح", "probability": 0.9837239583333334}, {"start": 1264.7, "end": 1264.82, "word": " ان", "probability": 0.625}, {"start": 1264.82, "end": 1265.0, "word": " هنا", "probability": 0.92822265625}, {"start": 1265.0, "end": 1265.38, "word": " ممكن", "probability": 0.6468505859375}, {"start": 1265.38, "end": 1265.68, "word": " الأمور", "probability": 0.9327799479166666}, {"start": 1265.68, "end": 1266.02, "word": " أسهل", "probability": 0.8846435546875}, {"start": 1266.02, "end": 1266.28, "word": " شوية", "probability": 0.96240234375}, {"start": 1266.28, "end": 1266.48, "word": " لأن", "probability": 0.782470703125}, {"start": 1266.48, "end": 1266.66, "word": " هنا", "probability": 0.748046875}, {"start": 1266.66, "end": 1267.08, "word": " ماعنديش", "probability": 0.95712890625}, {"start": 1267.08, "end": 1267.32, "word": " إلا", "probability": 0.7685546875}, {"start": 1267.32, "end": 1267.96, "word": " two", "probability": 0.83837890625}, {"start": 1267.96, "end": 1268.58, "word": " sets", "probability": 0.91943359375}, {"start": 1268.58, "end": 1269.58, "word": " في", "probability": 0.6083984375}, {"start": 1269.58, "end": 1270.0, "word": " عندى", "probability": 0.89599609375}], "temperature": 1.0}, {"id": 52, "seek": 128695, "start": 1272.69, "end": 1286.95, "text": "الـ small و في عندى ال large فال small 0.1 معناه ذلك ان ال 0.6 هدى لما ترجمها لرفازي بيعطيني membership قيمته 0.1 ل low", "tokens": [6027, 39184, 1359, 4032, 8978, 43242, 7578, 2423, 2416, 6156, 6027, 1359, 1958, 13, 16, 20449, 8315, 3224, 29910, 23275, 16472, 2423, 1958, 13, 21, 8032, 3215, 7578, 5296, 15042, 6055, 47341, 2304, 11296, 5296, 28480, 31377, 1829, 4724, 40228, 9566, 1829, 22653, 16560, 12174, 32640, 47395, 1958, 13, 16, 5296, 2295], "avg_logprob": -0.33166272910136096, "compression_ratio": 1.2464788732394365, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 1272.69, "end": 1273.09, "word": "الـ", "probability": 0.3743896484375}, {"start": 1273.09, "end": 1273.47, "word": " small", "probability": 0.548828125}, {"start": 1273.47, "end": 1273.89, "word": " و", "probability": 0.7412109375}, {"start": 1273.89, "end": 1273.99, "word": " في", "probability": 0.32958984375}, {"start": 1273.99, "end": 1274.53, "word": " عندى", "probability": 0.733642578125}, {"start": 1274.53, "end": 1274.95, "word": " ال", "probability": 0.9580078125}, {"start": 1274.95, "end": 1275.29, "word": " large", "probability": 0.84033203125}, {"start": 1275.29, "end": 1275.91, "word": " فال", "probability": 0.899169921875}, {"start": 1275.91, "end": 1276.35, "word": " small", "probability": 0.66943359375}, {"start": 1276.35, "end": 1277.99, "word": " 0", "probability": 0.332275390625}, {"start": 1277.99, "end": 1278.57, "word": ".1", "probability": 0.98828125}, {"start": 1278.57, "end": 1279.21, "word": " معناه", "probability": 0.84765625}, {"start": 1279.21, "end": 1279.39, "word": " ذلك", "probability": 0.970703125}, {"start": 1279.39, "end": 1279.53, "word": " ان", "probability": 0.369140625}, {"start": 1279.53, "end": 1279.65, "word": " ال", "probability": 0.787109375}, {"start": 1279.65, "end": 1279.79, "word": " 0", "probability": 0.7294921875}, {"start": 1279.79, "end": 1280.29, "word": ".6", "probability": 0.996826171875}, {"start": 1280.29, "end": 1280.55, "word": " هدى", "probability": 0.5684407552083334}, {"start": 1280.55, "end": 1280.67, "word": " لما", "probability": 0.9453125}, {"start": 1280.67, "end": 1281.11, "word": " ترجمها", "probability": 0.8692626953125}, {"start": 1281.11, "end": 1281.83, "word": " لرفازي", "probability": 0.54156494140625}, {"start": 1281.83, "end": 1283.13, "word": " بيعطيني", "probability": 0.736328125}, {"start": 1283.13, "end": 1284.03, "word": " membership", "probability": 0.5166015625}, {"start": 1284.03, "end": 1284.87, "word": " قيمته", "probability": 0.9879557291666666}, {"start": 1284.87, "end": 1285.09, "word": " 0", "probability": 0.9345703125}, {"start": 1285.09, "end": 1285.73, "word": ".1", "probability": 0.996337890625}, {"start": 1285.73, "end": 1286.35, "word": " ل", "probability": 0.83935546875}, {"start": 1286.35, "end": 1286.95, "word": " low", "probability": 0.415771484375}], "temperature": 1.0}, {"id": 53, "seek": 131608, "start": 1288.12, "end": 1316.08, "text": "ل low او small و هيعطيني قيمة 0.7 ل large بمعنى ان ال stuff اللي لازم يكون موجود في ال project large فهدول ال two degrees هم اللي هنستخدمهم فمهم جدا نكتبهم عندنا لأنه هنستخدمهم الآن في الحلول فهيكون في عندي M U ل A 1 تساوي 0.5 M U", "tokens": [1211, 2295, 1975, 2407, 1359, 4032, 39896, 3615, 9566, 1829, 22653, 12174, 32640, 3660, 1958, 13, 22, 5296, 2416, 4724, 2304, 3615, 1863, 7578, 16472, 2423, 1507, 13672, 1829, 5296, 31377, 2304, 7251, 30544, 3714, 29245, 23328, 8978, 2423, 1716, 2416, 6156, 3224, 3215, 12610, 2423, 732, 5310, 8032, 2304, 13672, 1829, 8032, 1863, 14851, 9778, 40448, 16095, 6156, 2304, 16095, 10874, 28259, 8717, 4117, 2655, 3555, 16095, 43242, 8315, 5296, 33456, 3224, 8032, 1863, 14851, 9778, 40448, 16095, 6024, 48506, 8978, 21542, 1211, 12610, 6156, 3224, 1829, 30544, 8978, 18871, 16254, 376, 624, 5296, 316, 502, 6055, 3794, 995, 45865, 1958, 13, 20, 376, 624], "avg_logprob": -0.15405958138893697, "compression_ratio": 1.5608695652173914, "no_speech_prob": 5.066394805908203e-06, "words": [{"start": 1288.12, "end": 1288.4, "word": "ل", "probability": 0.334716796875}, {"start": 1288.4, "end": 1288.92, "word": " low", "probability": 0.420166015625}, {"start": 1288.92, "end": 1289.12, "word": " او", "probability": 0.78271484375}, {"start": 1289.12, "end": 1289.54, "word": " small", "probability": 0.94482421875}, {"start": 1289.54, "end": 1290.24, "word": " و", "probability": 0.84765625}, {"start": 1290.24, "end": 1290.9, "word": " هيعطيني", "probability": 0.81591796875}, {"start": 1290.9, "end": 1291.68, "word": " قيمة", "probability": 0.9928385416666666}, {"start": 1291.68, "end": 1292.2, "word": " 0", "probability": 0.55615234375}, {"start": 1292.2, "end": 1292.94, "word": ".7", "probability": 0.987548828125}, {"start": 1292.94, "end": 1293.42, "word": " ل", "probability": 0.85888671875}, {"start": 1293.42, "end": 1293.84, "word": " large", "probability": 0.80517578125}, {"start": 1293.84, "end": 1294.5, "word": " بمعنى", "probability": 0.96494140625}, {"start": 1294.5, "end": 1294.68, "word": " ان", "probability": 0.84619140625}, {"start": 1294.68, "end": 1294.84, "word": " ال", "probability": 0.84130859375}, {"start": 1294.84, "end": 1295.1, "word": " stuff", "probability": 0.68701171875}, {"start": 1295.1, "end": 1295.3, "word": " اللي", "probability": 0.9033203125}, {"start": 1295.3, "end": 1295.74, "word": " لازم", "probability": 0.95654296875}, {"start": 1295.74, "end": 1296.32, "word": " يكون", "probability": 0.984619140625}, {"start": 1296.32, "end": 1296.74, "word": " موجود", "probability": 0.982421875}, {"start": 1296.74, "end": 1296.88, "word": " في", "probability": 0.88134765625}, {"start": 1296.88, "end": 1297.02, "word": " ال", "probability": 0.9306640625}, {"start": 1297.02, "end": 1297.42, "word": " project", "probability": 0.99169921875}, {"start": 1297.42, "end": 1298.82, "word": " large", "probability": 0.54638671875}, {"start": 1298.82, "end": 1300.1, "word": " فهدول", "probability": 0.8974609375}, {"start": 1300.1, "end": 1300.22, "word": " ال", "probability": 0.75732421875}, {"start": 1300.22, "end": 1300.36, "word": " two", "probability": 0.853515625}, {"start": 1300.36, "end": 1300.8, "word": " degrees", "probability": 0.94580078125}, {"start": 1300.8, "end": 1301.32, "word": " هم", "probability": 0.912109375}, {"start": 1301.32, "end": 1301.44, "word": " اللي", "probability": 0.9892578125}, {"start": 1301.44, "end": 1302.14, "word": " هنستخدمهم", "probability": 0.9558919270833334}, {"start": 1302.14, "end": 1303.84, "word": " فمهم", "probability": 0.9132486979166666}, {"start": 1303.84, "end": 1304.28, "word": " جدا", "probability": 0.990478515625}, {"start": 1304.28, "end": 1305.0, "word": " نكتبهم", "probability": 0.9865234375}, {"start": 1305.0, "end": 1305.26, "word": " عندنا", "probability": 0.979736328125}, {"start": 1305.26, "end": 1305.48, "word": " لأنه", "probability": 0.6276041666666666}, {"start": 1305.48, "end": 1306.12, "word": " هنستخدمهم", "probability": 0.9891764322916666}, {"start": 1306.12, "end": 1306.46, "word": " الآن", "probability": 0.82177734375}, {"start": 1306.46, "end": 1306.82, "word": " في", "probability": 0.83056640625}, {"start": 1306.82, "end": 1307.2, "word": " الحلول", "probability": 0.9939778645833334}, {"start": 1307.2, "end": 1307.64, "word": " فهيكون", "probability": 0.8441162109375}, {"start": 1307.64, "end": 1307.78, "word": " في", "probability": 0.83935546875}, {"start": 1307.78, "end": 1308.08, "word": " عندي", "probability": 0.789794921875}, {"start": 1308.08, "end": 1308.42, "word": " M", "probability": 0.2120361328125}, {"start": 1308.42, "end": 1308.74, "word": " U", "probability": 0.6640625}, {"start": 1308.74, "end": 1311.3, "word": " ل", "probability": 0.8837890625}, {"start": 1311.3, "end": 1311.62, "word": " A", "probability": 0.5673828125}, {"start": 1311.62, "end": 1312.5, "word": " 1", "probability": 0.447998046875}, {"start": 1312.5, "end": 1313.46, "word": " تساوي", "probability": 0.85498046875}, {"start": 1313.46, "end": 1314.2, "word": " 0", "probability": 0.94677734375}, {"start": 1314.2, "end": 1315.22, "word": ".5", "probability": 0.993896484375}, {"start": 1315.22, "end": 1315.78, "word": " M", "probability": 0.87353515625}, {"start": 1315.78, "end": 1316.08, "word": " U", "probability": 0.98486328125}], "temperature": 1.0}, {"id": 54, "seek": 134511, "start": 1316.89, "end": 1345.11, "text": "لأ E2 تساوي 0.2 ميو بي واحد تساوي 0.1 وميو بي اتنين تساوي 0.7 وهدول هم ال evaluation اللي عملناهم الحقيقة هنا فهي القيم كلهم طلعنا إياهم بحيث أنه نبدأ نشتغل", "tokens": [1211, 10721, 462, 17, 6055, 3794, 995, 45865, 1958, 13, 17, 3714, 1829, 2407, 4724, 1829, 36764, 24401, 6055, 3794, 995, 45865, 1958, 13, 16, 4032, 2304, 1829, 2407, 4724, 1829, 1975, 2655, 1863, 9957, 6055, 3794, 995, 45865, 1958, 13, 22, 37037, 3215, 12610, 8032, 2304, 2423, 13344, 13672, 1829, 6225, 42213, 8315, 16095, 21542, 38436, 28671, 34105, 6156, 3224, 1829, 25062, 32640, 28242, 16095, 23032, 1211, 3615, 8315, 11933, 25528, 16095, 4724, 5016, 1829, 12984, 14739, 3224, 8717, 44510, 10721, 8717, 8592, 2655, 17082, 1211], "avg_logprob": -0.1503906212747097, "compression_ratio": 1.535294117647059, "no_speech_prob": 0.0, "words": [{"start": 1316.89, "end": 1317.65, "word": "لأ", "probability": 0.5418701171875}, {"start": 1317.65, "end": 1318.37, "word": " E2", "probability": 0.688232421875}, {"start": 1318.37, "end": 1319.73, "word": " تساوي", "probability": 0.7216796875}, {"start": 1319.73, "end": 1320.03, "word": " 0", "probability": 0.77197265625}, {"start": 1320.03, "end": 1320.69, "word": ".2", "probability": 0.984130859375}, {"start": 1320.69, "end": 1321.65, "word": " ميو", "probability": 0.516845703125}, {"start": 1321.65, "end": 1323.67, "word": " بي", "probability": 0.71630859375}, {"start": 1323.67, "end": 1324.29, "word": " واحد", "probability": 0.98095703125}, {"start": 1324.29, "end": 1325.45, "word": " تساوي", "probability": 0.9766845703125}, {"start": 1325.45, "end": 1326.15, "word": " 0", "probability": 0.90283203125}, {"start": 1326.15, "end": 1326.77, "word": ".1", "probability": 0.9892578125}, {"start": 1326.77, "end": 1328.05, "word": " وميو", "probability": 0.844970703125}, {"start": 1328.05, "end": 1329.19, "word": " بي", "probability": 0.9482421875}, {"start": 1329.19, "end": 1329.81, "word": " اتنين", "probability": 0.9190673828125}, {"start": 1329.81, "end": 1330.63, "word": " تساوي", "probability": 0.984375}, {"start": 1330.63, "end": 1331.39, "word": " 0", "probability": 0.9833984375}, {"start": 1331.39, "end": 1332.33, "word": ".7", "probability": 0.995849609375}, {"start": 1332.33, "end": 1337.13, "word": " وهدول", "probability": 0.8372395833333334}, {"start": 1337.13, "end": 1337.33, "word": " هم", "probability": 0.825927734375}, {"start": 1337.33, "end": 1337.57, "word": " ال", "probability": 0.95068359375}, {"start": 1337.57, "end": 1337.91, "word": " evaluation", "probability": 0.94775390625}, {"start": 1337.91, "end": 1338.27, "word": " اللي", "probability": 0.9423828125}, {"start": 1338.27, "end": 1339.07, "word": " عملناهم", "probability": 0.9266357421875}, {"start": 1339.07, "end": 1339.55, "word": " الحقيقة", "probability": 0.9861653645833334}, {"start": 1339.55, "end": 1339.85, "word": " هنا", "probability": 0.96484375}, {"start": 1339.85, "end": 1340.37, "word": " فهي", "probability": 0.89501953125}, {"start": 1340.37, "end": 1340.69, "word": " القيم", "probability": 0.7998046875}, {"start": 1340.69, "end": 1341.13, "word": " كلهم", "probability": 0.972412109375}, {"start": 1341.13, "end": 1341.77, "word": " طلعنا", "probability": 0.7703857421875}, {"start": 1341.77, "end": 1342.33, "word": " إياهم", "probability": 0.8430989583333334}, {"start": 1342.33, "end": 1343.59, "word": " بحيث", "probability": 0.9810791015625}, {"start": 1343.59, "end": 1343.89, "word": " أنه", "probability": 0.69384765625}, {"start": 1343.89, "end": 1344.35, "word": " نبدأ", "probability": 0.99365234375}, {"start": 1344.35, "end": 1345.11, "word": " نشتغل", "probability": 0.99375}], "temperature": 1.0}, {"id": 55, "seek": 134950, "start": 1346.74, "end": 1349.5, "text": "على الـ fuzzy وعلى ال rules", "tokens": [3615, 23942, 2423, 39184, 34710, 4032, 3615, 23942, 2423, 4474], "avg_logprob": -0.1285511390729384, "compression_ratio": 1.0263157894736843, "no_speech_prob": 0.0, "words": [{"start": 1346.74, "end": 1347.18, "word": "على", "probability": 0.9150390625}, {"start": 1347.18, "end": 1347.54, "word": " الـ", "probability": 0.84521484375}, {"start": 1347.54, "end": 1347.78, "word": " fuzzy", "probability": 0.8896484375}, {"start": 1347.78, "end": 1348.98, "word": " وعلى", "probability": 0.8317057291666666}, {"start": 1348.98, "end": 1349.22, "word": " ال", "probability": 0.98291015625}, {"start": 1349.22, "end": 1349.5, "word": " rules", "probability": 0.88623046875}], "temperature": 1.0}, {"id": 56, "seek": 137715, "start": 1350.61, "end": 1377.15, "text": "ففعلاً ظهر عندي الـ 0.5 0.2 0.5 0.2 0.1 و 0.7 حصلنا عليهم و الآن بنروح لمين؟ بنروح لل rules اللي متوفرة أصلا عندنا عشان نحصل على القيم النهائية و ناخد بالنا أن ال rules هذه قد تكون مربوطة بال and و بالor وقولنا ال and معناته بناخد ال minimum", "tokens": [5172, 5172, 3615, 15040, 14111, 1357, 116, 3224, 2288, 43242, 1829, 2423, 39184, 1958, 13, 20, 1958, 13, 17, 1958, 13, 20, 1958, 13, 17, 1958, 13, 16, 4032, 1958, 13, 22, 11331, 36520, 8315, 25894, 16095, 4032, 6024, 48506, 44945, 32887, 5016, 32767, 9957, 22807, 44945, 32887, 5016, 24976, 4474, 13672, 1829, 44650, 38688, 25720, 5551, 9381, 15040, 43242, 8315, 6225, 8592, 7649, 8717, 5016, 36520, 15844, 25062, 32640, 28239, 3224, 16373, 10632, 4032, 8717, 47283, 3215, 20666, 8315, 14739, 2423, 4474, 29538, 12174, 3215, 6055, 30544, 3714, 25513, 2407, 9566, 3660, 20666, 293, 4032, 20666, 284, 4032, 39648, 8315, 2423, 293, 20449, 8315, 47395, 44945, 47283, 3215, 2423, 7285], "avg_logprob": -0.15722656662442855, "compression_ratio": 1.6666666666666667, "no_speech_prob": 0.0, "words": [{"start": 1350.61, "end": 1351.19, "word": "ففعلاً", "probability": 0.78291015625}, {"start": 1351.19, "end": 1351.43, "word": " ظهر", "probability": 0.8212890625}, {"start": 1351.43, "end": 1351.99, "word": " عندي", "probability": 0.6292724609375}, {"start": 1351.99, "end": 1352.23, "word": " الـ", "probability": 0.70263671875}, {"start": 1352.23, "end": 1352.35, "word": " 0", "probability": 0.5390625}, {"start": 1352.35, "end": 1353.53, "word": ".5", "probability": 0.9814453125}, {"start": 1353.53, "end": 1353.81, "word": " 0", "probability": 0.38916015625}, {"start": 1353.81, "end": 1354.47, "word": ".2", "probability": 0.990234375}, {"start": 1354.47, "end": 1354.95, "word": " 0", "probability": 0.791015625}, {"start": 1354.95, "end": 1355.33, "word": ".5", "probability": 0.961669921875}, {"start": 1355.33, "end": 1355.49, "word": " 0", "probability": 0.87646484375}, {"start": 1355.49, "end": 1356.05, "word": ".2", "probability": 0.997314453125}, {"start": 1356.05, "end": 1356.97, "word": " 0", "probability": 0.81103515625}, {"start": 1356.97, "end": 1357.53, "word": ".1", "probability": 0.995361328125}, {"start": 1357.53, "end": 1357.85, "word": " و", "probability": 0.6337890625}, {"start": 1357.85, "end": 1358.01, "word": " 0", "probability": 0.9140625}, {"start": 1358.01, "end": 1358.65, "word": ".7", "probability": 0.998046875}, {"start": 1358.65, "end": 1359.37, "word": " حصلنا", "probability": 0.9140625}, {"start": 1359.37, "end": 1359.85, "word": " عليهم", "probability": 0.980224609375}, {"start": 1359.85, "end": 1360.27, "word": " و", "probability": 0.607421875}, {"start": 1360.27, "end": 1360.87, "word": " الآن", "probability": 0.677490234375}, {"start": 1360.87, "end": 1361.63, "word": " بنروح", "probability": 0.9768880208333334}, {"start": 1361.63, "end": 1362.51, "word": " لمين؟", "probability": 0.76806640625}, {"start": 1362.51, "end": 1362.91, "word": " بنروح", "probability": 0.94140625}, {"start": 1362.91, "end": 1363.67, "word": " لل", "probability": 0.7412109375}, {"start": 1363.67, "end": 1364.15, "word": " rules", "probability": 0.78955078125}, {"start": 1364.15, "end": 1364.53, "word": " اللي", "probability": 0.89892578125}, {"start": 1364.53, "end": 1365.37, "word": " متوفرة", "probability": 0.9054361979166666}, {"start": 1365.37, "end": 1365.71, "word": " أصلا", "probability": 0.8937174479166666}, {"start": 1365.71, "end": 1366.17, "word": " عندنا", "probability": 0.85693359375}, {"start": 1366.17, "end": 1366.73, "word": " عشان", "probability": 0.96630859375}, {"start": 1366.73, "end": 1367.17, "word": " نحصل", "probability": 0.9918619791666666}, {"start": 1367.17, "end": 1367.45, "word": " على", "probability": 0.90576171875}, {"start": 1367.45, "end": 1368.41, "word": " القيم", "probability": 0.901123046875}, {"start": 1368.41, "end": 1369.71, "word": " النهائية", "probability": 0.9898681640625}, {"start": 1369.71, "end": 1370.19, "word": " و", "probability": 0.9697265625}, {"start": 1370.19, "end": 1370.49, "word": " ناخد", "probability": 0.9695638020833334}, {"start": 1370.49, "end": 1370.91, "word": " بالنا", "probability": 0.967041015625}, {"start": 1370.91, "end": 1371.25, "word": " أن", "probability": 0.412353515625}, {"start": 1371.25, "end": 1371.39, "word": " ال", "probability": 0.97607421875}, {"start": 1371.39, "end": 1371.65, "word": " rules", "probability": 0.837890625}, {"start": 1371.65, "end": 1371.99, "word": " هذه", "probability": 0.82373046875}, {"start": 1371.99, "end": 1372.43, "word": " قد", "probability": 0.9951171875}, {"start": 1372.43, "end": 1372.71, "word": " تكون", "probability": 0.990478515625}, {"start": 1372.71, "end": 1373.35, "word": " مربوطة", "probability": 0.98701171875}, {"start": 1373.35, "end": 1373.83, "word": " بال", "probability": 0.958984375}, {"start": 1373.83, "end": 1374.05, "word": " and", "probability": 0.56787109375}, {"start": 1374.05, "end": 1374.19, "word": " و", "probability": 0.970703125}, {"start": 1374.19, "end": 1374.61, "word": " بالor", "probability": 0.812255859375}, {"start": 1374.61, "end": 1375.45, "word": " وقولنا", "probability": 0.7478841145833334}, {"start": 1375.45, "end": 1375.67, "word": " ال", "probability": 0.96240234375}, {"start": 1375.67, "end": 1375.93, "word": " and", "probability": 0.78271484375}, {"start": 1375.93, "end": 1376.35, "word": " معناته", "probability": 0.77392578125}, {"start": 1376.35, "end": 1376.67, "word": " بناخد", "probability": 0.9127604166666666}, {"start": 1376.67, "end": 1376.81, "word": " ال", "probability": 0.8740234375}, {"start": 1376.81, "end": 1377.15, "word": " minimum", "probability": 0.97509765625}], "temperature": 1.0}, {"id": 57, "seek": 140632, "start": 1378.4, "end": 1406.32, "text": "لـ premises و ال or بناخد ال maximum من قيم ال premises هذا اللي كنا نتحدث عنه المرة اللي فاتت وهذا هو نفسه اللي موجود بالشكل اللي احنا شايفينه فلما بقول or معناته اتحاد معناته maximum بقول and معناته intersection معناته minimum okay الآن هذا الشغل هنا كله معظمه يكون واضح في الحالة اللي جدامنا هنا ليش؟", "tokens": [1211, 39184, 34266, 4032, 2423, 420, 44945, 47283, 3215, 2423, 6674, 9154, 12174, 32640, 2423, 34266, 23758, 13672, 1829, 9122, 8315, 8717, 2655, 24401, 12984, 18871, 3224, 9673, 25720, 13672, 1829, 6156, 9307, 2655, 37037, 15730, 31439, 8717, 36178, 3224, 13672, 1829, 3714, 29245, 23328, 20666, 8592, 28820, 13672, 1829, 1975, 5016, 8315, 13412, 995, 33911, 9957, 3224, 6156, 1211, 15042, 4724, 39648, 420, 20449, 8315, 47395, 1975, 2655, 5016, 18513, 20449, 8315, 47395, 6674, 4724, 39648, 293, 20449, 8315, 47395, 15236, 20449, 8315, 47395, 7285, 1392, 6024, 48506, 23758, 25124, 17082, 1211, 34105, 28242, 3224, 20449, 19913, 2304, 3224, 7251, 30544, 4032, 46958, 5016, 8978, 21542, 6027, 3660, 13672, 1829, 10874, 3215, 10943, 8315, 34105, 32239, 8592, 22807], "avg_logprob": -0.19882812884946663, "compression_ratio": 1.856060606060606, "no_speech_prob": 0.0, "words": [{"start": 1378.4, "end": 1379.2, "word": "لـ", "probability": 0.41796875}, {"start": 1379.2, "end": 1380.0, "word": " premises", "probability": 0.3359375}, {"start": 1380.0, "end": 1380.74, "word": " و", "probability": 0.61572265625}, {"start": 1380.74, "end": 1381.1, "word": " ال", "probability": 0.49169921875}, {"start": 1381.1, "end": 1381.38, "word": " or", "probability": 0.32958984375}, {"start": 1381.38, "end": 1381.86, "word": " بناخد", "probability": 0.791748046875}, {"start": 1381.86, "end": 1382.0, "word": " ال", "probability": 0.446533203125}, {"start": 1382.0, "end": 1382.44, "word": " maximum", "probability": 0.9609375}, {"start": 1382.44, "end": 1383.32, "word": " من", "probability": 0.98095703125}, {"start": 1383.32, "end": 1383.6, "word": " قيم", "probability": 0.97216796875}, {"start": 1383.6, "end": 1383.74, "word": " ال", "probability": 0.9521484375}, {"start": 1383.74, "end": 1384.12, "word": " premises", "probability": 0.97998046875}, {"start": 1384.12, "end": 1385.36, "word": " هذا", "probability": 0.44482421875}, {"start": 1385.36, "end": 1385.48, "word": " اللي", "probability": 0.91162109375}, {"start": 1385.48, "end": 1385.64, "word": " كنا", "probability": 0.954833984375}, {"start": 1385.64, "end": 1385.92, "word": " نتحدث", "probability": 0.58575439453125}, {"start": 1385.92, "end": 1386.12, "word": " عنه", "probability": 0.934814453125}, {"start": 1386.12, "end": 1386.32, "word": " المرة", "probability": 0.874267578125}, {"start": 1386.32, "end": 1386.46, "word": " اللي", "probability": 0.900390625}, {"start": 1386.46, "end": 1386.76, "word": " فاتت", "probability": 0.9640299479166666}, {"start": 1386.76, "end": 1387.2, "word": " وهذا", "probability": 0.5791015625}, {"start": 1387.2, "end": 1387.36, "word": " هو", "probability": 0.9052734375}, {"start": 1387.36, "end": 1387.64, "word": " نفسه", "probability": 0.9747721354166666}, {"start": 1387.64, "end": 1387.74, "word": " اللي", "probability": 0.846923828125}, {"start": 1387.74, "end": 1388.02, "word": " موجود", "probability": 0.9544270833333334}, {"start": 1388.02, "end": 1389.44, "word": " بالشكل", "probability": 0.7499186197916666}, {"start": 1389.44, "end": 1389.54, "word": " اللي", "probability": 0.988037109375}, {"start": 1389.54, "end": 1389.68, "word": " احنا", "probability": 0.7660319010416666}, {"start": 1389.68, "end": 1390.16, "word": " شايفينه", "probability": 0.9423828125}, {"start": 1390.16, "end": 1390.72, "word": " فلما", "probability": 0.8927408854166666}, {"start": 1390.72, "end": 1391.12, "word": " بقول", "probability": 0.97119140625}, {"start": 1391.12, "end": 1391.92, "word": " or", "probability": 0.94140625}, {"start": 1391.92, "end": 1393.16, "word": " معناته", "probability": 0.9495442708333334}, {"start": 1393.16, "end": 1393.8, "word": " اتحاد", "probability": 0.959716796875}, {"start": 1393.8, "end": 1394.28, "word": " معناته", "probability": 0.94482421875}, {"start": 1394.28, "end": 1394.7, "word": " maximum", "probability": 0.98388671875}, {"start": 1394.7, "end": 1395.58, "word": " بقول", "probability": 0.93505859375}, {"start": 1395.58, "end": 1396.36, "word": " and", "probability": 0.9580078125}, {"start": 1396.36, "end": 1397.06, "word": " معناته", "probability": 0.9912109375}, {"start": 1397.06, "end": 1397.88, "word": " intersection", "probability": 0.9296875}, {"start": 1397.88, "end": 1398.94, "word": " معناته", "probability": 0.9855143229166666}, {"start": 1398.94, "end": 1399.26, "word": " minimum", "probability": 0.97216796875}, {"start": 1399.26, "end": 1400.36, "word": " okay", "probability": 0.60302734375}, {"start": 1400.36, "end": 1401.2, "word": " الآن", "probability": 0.66796875}, {"start": 1401.2, "end": 1401.4, "word": " هذا", "probability": 0.6884765625}, {"start": 1401.4, "end": 1402.58, "word": " الشغل", "probability": 0.9046223958333334}, {"start": 1402.58, "end": 1402.74, "word": " هنا", "probability": 0.544921875}, {"start": 1402.74, "end": 1403.14, "word": " كله", "probability": 0.9345703125}, {"start": 1403.14, "end": 1403.56, "word": " معظمه", "probability": 0.900390625}, {"start": 1403.56, "end": 1403.74, "word": " يكون", "probability": 0.6397705078125}, {"start": 1403.74, "end": 1404.0, "word": " واضح", "probability": 0.9729817708333334}, {"start": 1404.0, "end": 1404.14, "word": " في", "probability": 0.927734375}, {"start": 1404.14, "end": 1404.48, "word": " الحالة", "probability": 0.9772135416666666}, {"start": 1404.48, "end": 1404.58, "word": " اللي", "probability": 0.96533203125}, {"start": 1404.58, "end": 1405.04, "word": " جدامنا", "probability": 0.83837890625}, {"start": 1405.04, "end": 1405.3, "word": " هنا", "probability": 0.740234375}, {"start": 1405.3, "end": 1406.32, "word": " ليش؟", "probability": 0.8779296875}], "temperature": 1.0}, {"id": 58, "seek": 143472, "start": 1407.9, "end": 1434.72, "text": "هذه الحالة مهم جدا نرجع فيها لمين؟ نرجع فيها ال conditions أو ال rules مجموعة ال rules هذه مهمة جدا نشتغل عليها بيكفينا أنه لو أخدنا ال rules اللي على الجانب F X تساوي اللي هي project fund اللي هي ال A1 كانت هناك إذا كانت بتساوي A3", "tokens": [3224, 24192, 21542, 6027, 3660, 3714, 16095, 10874, 28259, 8717, 47341, 3615, 8978, 11296, 32767, 9957, 22807, 8717, 47341, 3615, 8978, 11296, 2423, 4487, 34051, 2423, 4474, 3714, 7435, 2304, 2407, 27884, 2423, 4474, 29538, 3714, 16095, 3660, 10874, 28259, 8717, 8592, 2655, 17082, 1211, 25894, 11296, 4724, 1829, 4117, 5172, 9957, 995, 14739, 3224, 45164, 5551, 9778, 3215, 8315, 2423, 4474, 13672, 1829, 15844, 25724, 7649, 3555, 479, 1783, 6055, 3794, 995, 45865, 13672, 1829, 39896, 1716, 2374, 13672, 1829, 39896, 2423, 316, 16, 25961, 2655, 34105, 4117, 11933, 15730, 25961, 2655, 39894, 3794, 995, 45865, 316, 18], "avg_logprob": -0.1662499988079071, "compression_ratio": 1.7511737089201878, "no_speech_prob": 0.0, "words": [{"start": 1407.9, "end": 1408.24, "word": "هذه", "probability": 0.863525390625}, {"start": 1408.24, "end": 1408.74, "word": " الحالة", "probability": 0.9842122395833334}, {"start": 1408.74, "end": 1409.56, "word": " مهم", "probability": 0.957763671875}, {"start": 1409.56, "end": 1410.0, "word": " جدا", "probability": 0.961181640625}, {"start": 1410.0, "end": 1410.74, "word": " نرجع", "probability": 0.7395833333333334}, {"start": 1410.74, "end": 1411.18, "word": " فيها", "probability": 0.9658203125}, {"start": 1411.18, "end": 1412.32, "word": " لمين؟", "probability": 0.522705078125}, {"start": 1412.32, "end": 1412.86, "word": " نرجع", "probability": 0.9611002604166666}, {"start": 1412.86, "end": 1413.18, "word": " فيها", "probability": 0.98388671875}, {"start": 1413.18, "end": 1413.52, "word": " ال", "probability": 0.25830078125}, {"start": 1413.52, "end": 1415.16, "word": " conditions", "probability": 0.6181640625}, {"start": 1415.16, "end": 1415.58, "word": " أو", "probability": 0.78759765625}, {"start": 1415.58, "end": 1416.0, "word": " ال", "probability": 0.8544921875}, {"start": 1416.0, "end": 1416.42, "word": " rules", "probability": 0.8212890625}, {"start": 1416.42, "end": 1417.44, "word": " مجموعة", "probability": 0.91611328125}, {"start": 1417.44, "end": 1417.56, "word": " ال", "probability": 0.9873046875}, {"start": 1417.56, "end": 1417.7, "word": " rules", "probability": 0.85791015625}, {"start": 1417.7, "end": 1417.88, "word": " هذه", "probability": 0.84912109375}, {"start": 1417.88, "end": 1418.26, "word": " مهمة", "probability": 0.9602864583333334}, {"start": 1418.26, "end": 1418.56, "word": " جدا", "probability": 0.996337890625}, {"start": 1418.56, "end": 1419.24, "word": " نشتغل", "probability": 0.9818359375}, {"start": 1419.24, "end": 1419.58, "word": " عليها", "probability": 0.99365234375}, {"start": 1419.58, "end": 1420.34, "word": " بيكفينا", "probability": 0.8142903645833334}, {"start": 1420.34, "end": 1420.5, "word": " أنه", "probability": 0.6300048828125}, {"start": 1420.5, "end": 1420.6, "word": " لو", "probability": 0.90673828125}, {"start": 1420.6, "end": 1421.02, "word": " أخدنا", "probability": 0.956298828125}, {"start": 1421.02, "end": 1421.56, "word": " ال", "probability": 0.984375}, {"start": 1421.56, "end": 1421.88, "word": " rules", "probability": 0.87109375}, {"start": 1421.88, "end": 1422.78, "word": " اللي", "probability": 0.932373046875}, {"start": 1422.78, "end": 1422.94, "word": " على", "probability": 0.82958984375}, {"start": 1422.94, "end": 1423.7, "word": " الجانب", "probability": 0.8460286458333334}, {"start": 1423.7, "end": 1424.28, "word": " F", "probability": 0.27880859375}, {"start": 1424.28, "end": 1426.4, "word": " X", "probability": 0.576171875}, {"start": 1426.4, "end": 1427.04, "word": " تساوي", "probability": 0.8765869140625}, {"start": 1427.04, "end": 1427.9, "word": " اللي", "probability": 0.796630859375}, {"start": 1427.9, "end": 1428.24, "word": " هي", "probability": 0.8671875}, {"start": 1428.24, "end": 1429.38, "word": " project", "probability": 0.89892578125}, {"start": 1429.38, "end": 1429.9, "word": " fund", "probability": 0.86572265625}, {"start": 1429.9, "end": 1430.32, "word": " اللي", "probability": 0.906982421875}, {"start": 1430.32, "end": 1430.44, "word": " هي", "probability": 0.759765625}, {"start": 1430.44, "end": 1430.58, "word": " ال", "probability": 0.91357421875}, {"start": 1430.58, "end": 1431.0, "word": " A1", "probability": 0.716796875}, {"start": 1431.0, "end": 1431.34, "word": " كانت", "probability": 0.972900390625}, {"start": 1431.34, "end": 1431.66, "word": " هناك", "probability": 0.99853515625}, {"start": 1431.66, "end": 1432.02, "word": " إذا", "probability": 0.848388671875}, {"start": 1432.02, "end": 1432.4, "word": " كانت", "probability": 0.9912109375}, {"start": 1432.4, "end": 1433.02, "word": " بتساوي", "probability": 0.8629150390625}, {"start": 1433.02, "end": 1434.72, "word": " A3", "probability": 0.90478515625}], "temperature": 1.0}, {"id": 59, "seek": 146501, "start": 1436.23, "end": 1465.01, "text": "أو أور مهمة جدا y تساوي b واحد then z تساوي c واحد هذه ال rule رقم واحد rule رقم اتنين rule رقم اتنين if x تساوي a اتنين and y", "tokens": [10721, 2407, 34051, 2288, 3714, 16095, 3660, 10874, 28259, 288, 6055, 3794, 995, 45865, 272, 36764, 24401, 550, 710, 6055, 3794, 995, 45865, 269, 36764, 24401, 29538, 2423, 4978, 12602, 4587, 2304, 36764, 24401, 4978, 12602, 4587, 2304, 1975, 2655, 1863, 9957, 4978, 12602, 4587, 2304, 1975, 2655, 1863, 9957, 498, 2031, 6055, 3794, 995, 45865, 257, 1975, 2655, 1863, 9957, 293, 288], "avg_logprob": -0.16406250488944352, "compression_ratio": 1.6869565217391305, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1436.23, "end": 1436.69, "word": "أو", "probability": 0.8330078125}, {"start": 1436.69, "end": 1437.37, "word": " أور", "probability": 0.54803466796875}, {"start": 1437.37, "end": 1437.81, "word": " مهمة", "probability": 0.92822265625}, {"start": 1437.81, "end": 1438.09, "word": " جدا", "probability": 0.985107421875}, {"start": 1438.09, "end": 1439.97, "word": " y", "probability": 0.17529296875}, {"start": 1439.97, "end": 1440.79, "word": " تساوي", "probability": 0.7465972900390625}, {"start": 1440.79, "end": 1441.31, "word": " b", "probability": 0.8310546875}, {"start": 1441.31, "end": 1442.23, "word": " واحد", "probability": 0.900634765625}, {"start": 1442.23, "end": 1443.21, "word": " then", "probability": 0.7470703125}, {"start": 1443.21, "end": 1446.81, "word": " z", "probability": 0.9384765625}, {"start": 1446.81, "end": 1448.53, "word": " تساوي", "probability": 0.982421875}, {"start": 1448.53, "end": 1448.89, "word": " c", "probability": 0.97900390625}, {"start": 1448.89, "end": 1449.31, "word": " واحد", "probability": 0.986328125}, {"start": 1449.31, "end": 1449.97, "word": " هذه", "probability": 0.669921875}, {"start": 1449.97, "end": 1450.13, "word": " ال", "probability": 0.70263671875}, {"start": 1450.13, "end": 1450.37, "word": " rule", "probability": 0.85302734375}, {"start": 1450.37, "end": 1451.43, "word": " رقم", "probability": 0.9835611979166666}, {"start": 1451.43, "end": 1451.83, "word": " واحد", "probability": 0.978515625}, {"start": 1451.83, "end": 1452.63, "word": " rule", "probability": 0.344482421875}, {"start": 1452.63, "end": 1453.19, "word": " رقم", "probability": 0.9915364583333334}, {"start": 1453.19, "end": 1454.51, "word": " اتنين", "probability": 0.9793701171875}, {"start": 1454.51, "end": 1455.31, "word": " rule", "probability": 0.65771484375}, {"start": 1455.31, "end": 1455.69, "word": " رقم", "probability": 0.9930013020833334}, {"start": 1455.69, "end": 1456.17, "word": " اتنين", "probability": 0.9892578125}, {"start": 1456.17, "end": 1456.97, "word": " if", "probability": 0.67626953125}, {"start": 1456.97, "end": 1458.07, "word": " x", "probability": 0.89697265625}, {"start": 1458.07, "end": 1458.95, "word": " تساوي", "probability": 0.9781494140625}, {"start": 1458.95, "end": 1460.07, "word": " a", "probability": 0.97998046875}, {"start": 1460.07, "end": 1460.83, "word": " اتنين", "probability": 0.8704833984375}, {"start": 1460.83, "end": 1461.93, "word": " and", "probability": 0.9384765625}, {"start": 1461.93, "end": 1465.01, "word": " y", "probability": 0.75146484375}], "temperature": 1.0}, {"id": 60, "seek": 149447, "start": 1466.23, "end": 1494.47, "text": "تساوي B2 then C تساوي C2 C تساوي C2 تمام R تلاتة if X تساوي A1 then C تساوي C3 أو Z", "tokens": [2655, 3794, 995, 45865, 363, 17, 550, 383, 6055, 3794, 995, 45865, 383, 17, 383, 6055, 3794, 995, 45865, 383, 17, 46811, 10943, 497, 6055, 1211, 9307, 3660, 498, 1783, 6055, 3794, 995, 45865, 316, 16, 550, 383, 6055, 3794, 995, 45865, 383, 18, 34051, 1176], "avg_logprob": -0.19448137854007966, "compression_ratio": 1.6081081081081081, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 1466.23, "end": 1466.95, "word": "تساوي", "probability": 0.725067138671875}, {"start": 1466.95, "end": 1467.91, "word": " B2", "probability": 0.5457763671875}, {"start": 1467.91, "end": 1469.95, "word": " then", "probability": 0.55810546875}, {"start": 1469.95, "end": 1472.29, "word": " C", "probability": 0.93115234375}, {"start": 1472.29, "end": 1472.97, "word": " تساوي", "probability": 0.95263671875}, {"start": 1472.97, "end": 1474.69, "word": " C2", "probability": 0.972412109375}, {"start": 1474.69, "end": 1478.49, "word": " C", "probability": 0.370361328125}, {"start": 1478.49, "end": 1479.17, "word": " تساوي", "probability": 0.9744873046875}, {"start": 1479.17, "end": 1479.51, "word": " C2", "probability": 0.973388671875}, {"start": 1479.51, "end": 1479.91, "word": " تمام", "probability": 0.899658203125}, {"start": 1479.91, "end": 1480.51, "word": " R", "probability": 0.904296875}, {"start": 1480.51, "end": 1481.83, "word": " تلاتة", "probability": 0.857177734375}, {"start": 1481.83, "end": 1482.53, "word": " if", "probability": 0.61376953125}, {"start": 1482.53, "end": 1484.83, "word": " X", "probability": 0.962890625}, {"start": 1484.83, "end": 1485.63, "word": " تساوي", "probability": 0.97900390625}, {"start": 1485.63, "end": 1486.47, "word": " A1", "probability": 0.9638671875}, {"start": 1486.47, "end": 1487.55, "word": " then", "probability": 0.8828125}, {"start": 1487.55, "end": 1489.25, "word": " C", "probability": 0.958984375}, {"start": 1489.25, "end": 1489.91, "word": " تساوي", "probability": 0.9844970703125}, {"start": 1489.91, "end": 1492.41, "word": " C3", "probability": 0.8779296875}, {"start": 1492.41, "end": 1494.11, "word": " أو", "probability": 0.50146484375}, {"start": 1494.11, "end": 1494.47, "word": " Z", "probability": 0.68310546875}], "temperature": 1.0}, {"id": 61, "seek": 151947, "start": 1495.63, "end": 1519.47, "text": "بتساوي C3 تمام فالان بعد ما خلصنا عملية ال classification الان الشغل التاني اللى هى بنشتغل فيها على ال evaluation جزئية ال evaluation ونشوف هى جزئية ال evaluation بتاعتنا هنلاحظ أنه بدي أعملها", "tokens": [3555, 2655, 3794, 995, 45865, 383, 18, 46811, 10943, 6156, 6027, 7649, 39182, 19446, 16490, 1211, 9381, 8315, 6225, 42213, 10632, 2423, 21538, 2423, 7649, 25124, 17082, 1211, 16712, 7649, 1829, 13672, 7578, 8032, 7578, 44945, 8592, 2655, 17082, 1211, 8978, 11296, 15844, 2423, 13344, 10874, 11622, 19986, 10632, 2423, 13344, 4032, 1863, 8592, 38688, 8032, 7578, 10874, 11622, 19986, 10632, 2423, 13344, 39894, 995, 34268, 8315, 8032, 1863, 15040, 5016, 19913, 14739, 3224, 4724, 16254, 5551, 25957, 1211, 11296], "avg_logprob": -0.23476079658225732, "compression_ratio": 1.6721311475409837, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1495.63, "end": 1496.23, "word": "بتساوي", "probability": 0.719921875}, {"start": 1496.23, "end": 1497.07, "word": " C3", "probability": 0.79443359375}, {"start": 1497.07, "end": 1501.11, "word": " تمام", "probability": 0.780517578125}, {"start": 1501.11, "end": 1503.03, "word": " فالان", "probability": 0.8504231770833334}, {"start": 1503.03, "end": 1504.07, "word": " بعد", "probability": 0.9736328125}, {"start": 1504.07, "end": 1504.21, "word": " ما", "probability": 0.85693359375}, {"start": 1504.21, "end": 1504.65, "word": " خلصنا", "probability": 0.990478515625}, {"start": 1504.65, "end": 1504.97, "word": " عملية", "probability": 0.9475911458333334}, {"start": 1504.97, "end": 1505.11, "word": " ال", "probability": 0.94482421875}, {"start": 1505.11, "end": 1505.51, "word": " classification", "probability": 0.04754638671875}, {"start": 1505.51, "end": 1506.65, "word": " الان", "probability": 0.6204833984375}, {"start": 1506.65, "end": 1507.63, "word": " الشغل", "probability": 0.8279622395833334}, {"start": 1507.63, "end": 1507.99, "word": " التاني", "probability": 0.9405924479166666}, {"start": 1507.99, "end": 1508.13, "word": " اللى", "probability": 0.69140625}, {"start": 1508.13, "end": 1508.25, "word": " هى", "probability": 0.7198486328125}, {"start": 1508.25, "end": 1508.75, "word": " بنشتغل", "probability": 0.78017578125}, {"start": 1508.75, "end": 1509.03, "word": " فيها", "probability": 0.82666015625}, {"start": 1509.03, "end": 1509.31, "word": " على", "probability": 0.75048828125}, {"start": 1509.31, "end": 1509.83, "word": " ال", "probability": 0.76708984375}, {"start": 1509.83, "end": 1510.35, "word": " evaluation", "probability": 0.9814453125}, {"start": 1510.35, "end": 1511.67, "word": " جزئية", "probability": 0.74237060546875}, {"start": 1511.67, "end": 1511.83, "word": " ال", "probability": 0.96826171875}, {"start": 1511.83, "end": 1512.27, "word": " evaluation", "probability": 0.9853515625}, {"start": 1512.27, "end": 1513.99, "word": " ونشوف", "probability": 0.9447021484375}, {"start": 1513.99, "end": 1514.45, "word": " هى", "probability": 0.849609375}, {"start": 1514.45, "end": 1514.91, "word": " جزئية", "probability": 0.9632568359375}, {"start": 1514.91, "end": 1515.05, "word": " ال", "probability": 0.9140625}, {"start": 1515.05, "end": 1515.47, "word": " evaluation", "probability": 0.9833984375}, {"start": 1515.47, "end": 1516.21, "word": " بتاعتنا", "probability": 0.905517578125}, {"start": 1516.21, "end": 1518.55, "word": " هنلاحظ", "probability": 0.88525390625}, {"start": 1518.55, "end": 1518.71, "word": " أنه", "probability": 0.53369140625}, {"start": 1518.71, "end": 1518.89, "word": " بدي", "probability": 0.827880859375}, {"start": 1518.89, "end": 1519.47, "word": " أعملها", "probability": 0.91357421875}], "temperature": 1.0}, {"id": 62, "seek": 153808, "start": 1521.54, "end": 1538.08, "text": "بنعمل اتحاد ل a تلاتة لش ل a تلاتة؟ لأنه هيك ال rule a تلاتة و b واحد فهي a تلاتة هناخد جزء ال a تلاتة بس لحاله هي الطبيعي لو بدنا ناخدها كاملة كانت بهذا الشكل", "tokens": [3555, 1863, 25957, 1211, 1975, 2655, 5016, 18513, 5296, 257, 6055, 1211, 9307, 3660, 5296, 8592, 5296, 257, 6055, 1211, 9307, 3660, 22807, 5296, 33456, 3224, 39896, 4117, 2423, 4978, 257, 6055, 1211, 9307, 3660, 4032, 272, 36764, 24401, 6156, 3224, 1829, 257, 6055, 1211, 9307, 3660, 8032, 1863, 47283, 3215, 10874, 11622, 38207, 2423, 257, 6055, 1211, 9307, 3660, 4724, 3794, 5296, 5016, 6027, 3224, 39896, 41950, 21292, 3615, 1829, 45164, 47525, 8315, 8717, 47283, 3215, 11296, 9122, 10943, 37977, 25961, 2655, 39627, 15730, 25124, 28820], "avg_logprob": -0.19637784006243403, "compression_ratio": 1.7548387096774194, "no_speech_prob": 0.0, "words": [{"start": 1521.5400000000002, "end": 1522.1000000000001, "word": "بنعمل", "probability": 0.70208740234375}, {"start": 1522.1000000000001, "end": 1522.66, "word": " اتحاد", "probability": 0.9439697265625}, {"start": 1522.66, "end": 1522.9, "word": " ل", "probability": 0.83935546875}, {"start": 1522.9, "end": 1523.1, "word": " a", "probability": 0.14990234375}, {"start": 1523.1, "end": 1523.76, "word": " تلاتة", "probability": 0.7882080078125}, {"start": 1523.76, "end": 1524.32, "word": " لش", "probability": 0.3795166015625}, {"start": 1524.32, "end": 1524.42, "word": " ل", "probability": 0.939453125}, {"start": 1524.42, "end": 1524.54, "word": " a", "probability": 0.94775390625}, {"start": 1524.54, "end": 1525.92, "word": " تلاتة؟", "probability": 0.8466796875}, {"start": 1525.92, "end": 1526.18, "word": " لأنه", "probability": 0.6461588541666666}, {"start": 1526.18, "end": 1526.36, "word": " هيك", "probability": 0.6663818359375}, {"start": 1526.36, "end": 1526.44, "word": " ال", "probability": 0.9775390625}, {"start": 1526.44, "end": 1526.72, "word": " rule", "probability": 0.8505859375}, {"start": 1526.72, "end": 1528.36, "word": " a", "probability": 0.6025390625}, {"start": 1528.36, "end": 1528.96, "word": " تلاتة", "probability": 0.9566650390625}, {"start": 1528.96, "end": 1529.2, "word": " و", "probability": 0.89794921875}, {"start": 1529.2, "end": 1529.34, "word": " b", "probability": 0.56201171875}, {"start": 1529.34, "end": 1529.8, "word": " واحد", "probability": 0.96435546875}, {"start": 1529.8, "end": 1530.34, "word": " فهي", "probability": 0.9025065104166666}, {"start": 1530.34, "end": 1530.5, "word": " a", "probability": 0.94921875}, {"start": 1530.5, "end": 1531.44, "word": " تلاتة", "probability": 0.9827880859375}, {"start": 1531.44, "end": 1533.06, "word": " هناخد", "probability": 0.867431640625}, {"start": 1533.06, "end": 1533.38, "word": " جزء", "probability": 0.9925130208333334}, {"start": 1533.38, "end": 1533.5, "word": " ال", "probability": 0.91259765625}, {"start": 1533.5, "end": 1533.64, "word": " a", "probability": 0.95361328125}, {"start": 1533.64, "end": 1534.02, "word": " تلاتة", "probability": 0.9840087890625}, {"start": 1534.02, "end": 1534.22, "word": " بس", "probability": 0.90380859375}, {"start": 1534.22, "end": 1534.76, "word": " لحاله", "probability": 0.987548828125}, {"start": 1534.76, "end": 1535.56, "word": " هي", "probability": 0.251953125}, {"start": 1535.56, "end": 1536.36, "word": " الطبيعي", "probability": 0.91455078125}, {"start": 1536.36, "end": 1536.48, "word": " لو", "probability": 0.97021484375}, {"start": 1536.48, "end": 1536.66, "word": " بدنا", "probability": 0.7164306640625}, {"start": 1536.66, "end": 1536.96, "word": " ناخدها", "probability": 0.993896484375}, {"start": 1536.96, "end": 1537.22, "word": " كاملة", "probability": 0.9739583333333334}, {"start": 1537.22, "end": 1537.5, "word": " كانت", "probability": 0.951416015625}, {"start": 1537.5, "end": 1537.72, "word": " بهذا", "probability": 0.95703125}, {"start": 1537.72, "end": 1538.08, "word": " الشكل", "probability": 0.9921875}], "temperature": 1.0}, {"id": 63, "seek": 156780, "start": 1539.52, "end": 1567.8, "text": "بهذا الشكل لكن أنا مش محتاج لا ال a1 ولا ال a2 ال rule هذه محتاجة a3 لأن هي ال premise بتاعتها a3 ف automatically بناخد فقط ال set بتاعة a3 و هي اللي بنحطها قدامنا و بتظل قدامنا b1 هتكون موجودة عندى b1 تمام الآن في الحالة اللى موجودة عندنا هنا في الحالة اللى موجودة عندى هنا or لما بتكلم عن عن or", "tokens": [3555, 3224, 15730, 25124, 28820, 44381, 41850, 37893, 3714, 33753, 26108, 20193, 2423, 257, 16, 49429, 2423, 257, 17, 2423, 4978, 29538, 3714, 33753, 26108, 3660, 257, 18, 5296, 33456, 39896, 2423, 22045, 39894, 995, 34268, 11296, 257, 18, 6156, 6772, 44945, 47283, 3215, 6156, 47432, 2423, 992, 39894, 995, 27884, 257, 18, 4032, 39896, 13672, 1829, 44945, 5016, 9566, 11296, 12174, 3215, 10943, 8315, 4032, 39894, 19913, 1211, 12174, 3215, 10943, 8315, 272, 16, 8032, 2655, 30544, 3714, 29245, 23328, 3660, 43242, 7578, 272, 16, 46811, 10943, 6024, 48506, 8978, 21542, 6027, 3660, 13672, 7578, 3714, 29245, 23328, 3660, 43242, 8315, 34105, 8978, 21542, 6027, 3660, 13672, 7578, 3714, 29245, 23328, 3660, 43242, 7578, 34105, 420, 5296, 15042, 39894, 4117, 19528, 18871, 18871, 420], "avg_logprob": -0.15029762058504045, "compression_ratio": 1.9755102040816326, "no_speech_prob": 1.2516975402832031e-06, "words": [{"start": 1539.52, "end": 1539.88, "word": "بهذا", "probability": 0.89501953125}, {"start": 1539.88, "end": 1540.22, "word": " الشكل", "probability": 0.989990234375}, {"start": 1540.22, "end": 1540.92, "word": " لكن", "probability": 0.6455078125}, {"start": 1540.92, "end": 1541.14, "word": " أنا", "probability": 0.6669921875}, {"start": 1541.14, "end": 1541.32, "word": " مش", "probability": 0.9501953125}, {"start": 1541.32, "end": 1541.8, "word": " محتاج", "probability": 0.99462890625}, {"start": 1541.8, "end": 1541.92, "word": " لا", "probability": 0.5498046875}, {"start": 1541.92, "end": 1542.06, "word": " ال", "probability": 0.94970703125}, {"start": 1542.06, "end": 1542.34, "word": " a1", "probability": 0.5059814453125}, {"start": 1542.34, "end": 1542.58, "word": " ولا", "probability": 0.826171875}, {"start": 1542.58, "end": 1542.72, "word": " ال", "probability": 0.9765625}, {"start": 1542.72, "end": 1543.06, "word": " a2", "probability": 0.9853515625}, {"start": 1543.06, "end": 1543.64, "word": " ال", "probability": 0.455810546875}, {"start": 1543.64, "end": 1543.82, "word": " rule", "probability": 0.82763671875}, {"start": 1543.82, "end": 1544.08, "word": " هذه", "probability": 0.7841796875}, {"start": 1544.08, "end": 1544.48, "word": " محتاجة", "probability": 0.932373046875}, {"start": 1544.48, "end": 1544.94, "word": " a3", "probability": 0.958984375}, {"start": 1544.94, "end": 1545.34, "word": " لأن", "probability": 0.782470703125}, {"start": 1545.34, "end": 1545.6, "word": " هي", "probability": 0.310302734375}, {"start": 1545.6, "end": 1546.06, "word": " ال", "probability": 0.95654296875}, {"start": 1546.06, "end": 1546.3, "word": " premise", "probability": 0.8193359375}, {"start": 1546.3, "end": 1546.66, "word": " بتاعتها", "probability": 0.8831787109375}, {"start": 1546.66, "end": 1547.16, "word": " a3", "probability": 0.98046875}, {"start": 1547.16, "end": 1547.58, "word": " ف", "probability": 0.98388671875}, {"start": 1547.58, "end": 1548.0, "word": " automatically", "probability": 0.5107421875}, {"start": 1548.0, "end": 1548.98, "word": " بناخد", "probability": 0.9654947916666666}, {"start": 1548.98, "end": 1549.4, "word": " فقط", "probability": 0.98876953125}, {"start": 1549.4, "end": 1550.28, "word": " ال", "probability": 0.92626953125}, {"start": 1550.28, "end": 1550.54, "word": " set", "probability": 0.9697265625}, {"start": 1550.54, "end": 1550.9, "word": " بتاعة", "probability": 0.8465169270833334}, {"start": 1550.9, "end": 1551.58, "word": " a3", "probability": 0.98193359375}, {"start": 1551.58, "end": 1552.64, "word": " و", "probability": 0.76708984375}, {"start": 1552.64, "end": 1552.74, "word": " هي", "probability": 0.82861328125}, {"start": 1552.74, "end": 1552.8, "word": " اللي", "probability": 0.954833984375}, {"start": 1552.8, "end": 1553.16, "word": " بنحطها", "probability": 0.948974609375}, {"start": 1553.16, "end": 1553.74, "word": " قدامنا", "probability": 0.9241943359375}, {"start": 1553.74, "end": 1554.8, "word": " و", "probability": 0.76025390625}, {"start": 1554.8, "end": 1555.08, "word": " بتظل", "probability": 0.77001953125}, {"start": 1555.08, "end": 1555.66, "word": " قدامنا", "probability": 0.9761962890625}, {"start": 1555.66, "end": 1556.6, "word": " b1", "probability": 0.6259765625}, {"start": 1556.6, "end": 1557.34, "word": " هتكون", "probability": 0.9274088541666666}, {"start": 1557.34, "end": 1557.72, "word": " موجودة", "probability": 0.9798583984375}, {"start": 1557.72, "end": 1558.0, "word": " عندى", "probability": 0.717529296875}, {"start": 1558.0, "end": 1558.84, "word": " b1", "probability": 0.920166015625}, {"start": 1558.84, "end": 1559.6, "word": " تمام", "probability": 0.8955078125}, {"start": 1559.6, "end": 1560.24, "word": " الآن", "probability": 0.627197265625}, {"start": 1560.24, "end": 1561.6, "word": " في", "probability": 0.81640625}, {"start": 1561.6, "end": 1561.9, "word": " الحالة", "probability": 0.9905598958333334}, {"start": 1561.9, "end": 1562.0, "word": " اللى", "probability": 0.808837890625}, {"start": 1562.0, "end": 1562.36, "word": " موجودة", "probability": 0.989013671875}, {"start": 1562.36, "end": 1562.58, "word": " عندنا", "probability": 0.87353515625}, {"start": 1562.58, "end": 1562.84, "word": " هنا", "probability": 0.99365234375}, {"start": 1562.84, "end": 1563.46, "word": " في", "probability": 0.66357421875}, {"start": 1563.46, "end": 1563.94, "word": " الحالة", "probability": 0.9910481770833334}, {"start": 1563.94, "end": 1564.04, "word": " اللى", "probability": 0.965087890625}, {"start": 1564.04, "end": 1564.44, "word": " موجودة", "probability": 0.9901123046875}, {"start": 1564.44, "end": 1564.8, "word": " عندى", "probability": 0.896484375}, {"start": 1564.8, "end": 1565.24, "word": " هنا", "probability": 0.99365234375}, {"start": 1565.24, "end": 1565.8, "word": " or", "probability": 0.95458984375}, {"start": 1565.8, "end": 1566.22, "word": " لما", "probability": 0.93798828125}, {"start": 1566.22, "end": 1566.64, "word": " بتكلم", "probability": 0.904296875}, {"start": 1566.64, "end": 1566.9, "word": " عن", "probability": 0.99609375}, {"start": 1566.9, "end": 1567.42, "word": " عن", "probability": 0.42138671875}, {"start": 1567.42, "end": 1567.8, "word": " or", "probability": 0.97509765625}], "temperature": 1.0}, {"id": 64, "seek": 159583, "start": 1568.85, "end": 1595.83, "text": "بنتكلم عن ال or معناه ذلك أنه بدي أشتغل على ال maximum الأن a3 جديش قيمتها هنا لما عملنا processification عملنا عملية processification عند a1 و عند a2 a3 مش موجودة حسب القيمة اللي أخدناها و اللي بنشتغل عليها اللي هي 0.4 0.6", "tokens": [3555, 29399, 4117, 19528, 18871, 2423, 420, 20449, 8315, 3224, 29910, 23275, 14739, 3224, 4724, 16254, 5551, 8592, 2655, 17082, 1211, 15844, 2423, 6674, 16247, 1863, 257, 18, 10874, 16254, 8592, 12174, 32640, 2655, 11296, 34105, 5296, 15042, 6225, 42213, 8315, 1399, 3774, 6225, 42213, 8315, 6225, 42213, 10632, 1399, 3774, 43242, 257, 16, 4032, 43242, 257, 17, 257, 18, 37893, 3714, 29245, 23328, 3660, 11331, 35457, 25062, 32640, 3660, 13672, 1829, 5551, 9778, 3215, 8315, 11296, 4032, 13672, 1829, 44945, 8592, 2655, 17082, 1211, 25894, 11296, 13672, 1829, 39896, 1958, 13, 19, 1958, 13, 21], "avg_logprob": -0.22599870642435918, "compression_ratio": 1.6941747572815533, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 1568.85, "end": 1569.31, "word": "بنتكلم", "probability": 0.7686767578125}, {"start": 1569.31, "end": 1569.53, "word": " عن", "probability": 0.9921875}, {"start": 1569.53, "end": 1569.65, "word": " ال", "probability": 0.9453125}, {"start": 1569.65, "end": 1569.95, "word": " or", "probability": 0.235595703125}, {"start": 1569.95, "end": 1573.19, "word": " معناه", "probability": 0.73828125}, {"start": 1573.19, "end": 1573.37, "word": " ذلك", "probability": 0.9248046875}, {"start": 1573.37, "end": 1573.53, "word": " أنه", "probability": 0.613037109375}, {"start": 1573.53, "end": 1573.71, "word": " بدي", "probability": 0.627197265625}, {"start": 1573.71, "end": 1573.99, "word": " أشتغل", "probability": 0.94833984375}, {"start": 1573.99, "end": 1574.11, "word": " على", "probability": 0.623046875}, {"start": 1574.11, "end": 1574.19, "word": " ال", "probability": 0.81396484375}, {"start": 1574.19, "end": 1574.55, "word": " maximum", "probability": 0.9638671875}, {"start": 1574.55, "end": 1575.23, "word": " الأن", "probability": 0.61151123046875}, {"start": 1575.23, "end": 1575.69, "word": " a3", "probability": 0.5909423828125}, {"start": 1575.69, "end": 1576.15, "word": " جديش", "probability": 0.5463053385416666}, {"start": 1576.15, "end": 1576.83, "word": " قيمتها", "probability": 0.984375}, {"start": 1576.83, "end": 1577.81, "word": " هنا", "probability": 0.9423828125}, {"start": 1577.81, "end": 1580.41, "word": " لما", "probability": 0.852294921875}, {"start": 1580.41, "end": 1580.91, "word": " عملنا", "probability": 0.9884440104166666}, {"start": 1580.91, "end": 1582.31, "word": " processification", "probability": 0.35797119140625}, {"start": 1582.31, "end": 1583.53, "word": " عملنا", "probability": 0.6617838541666666}, {"start": 1583.53, "end": 1583.73, "word": " عملية", "probability": 0.99365234375}, {"start": 1583.73, "end": 1584.39, "word": " processification", "probability": 0.94873046875}, {"start": 1584.39, "end": 1585.57, "word": " عند", "probability": 0.8232421875}, {"start": 1585.57, "end": 1586.15, "word": " a1", "probability": 0.952392578125}, {"start": 1586.15, "end": 1586.59, "word": " و", "probability": 0.94921875}, {"start": 1586.59, "end": 1586.73, "word": " عند", "probability": 0.61474609375}, {"start": 1586.73, "end": 1587.27, "word": " a2", "probability": 0.9873046875}, {"start": 1587.27, "end": 1587.95, "word": " a3", "probability": 0.6390380859375}, {"start": 1587.95, "end": 1588.29, "word": " مش", "probability": 0.9638671875}, {"start": 1588.29, "end": 1588.91, "word": " موجودة", "probability": 0.9827880859375}, {"start": 1588.91, "end": 1590.77, "word": " حسب", "probability": 0.958984375}, {"start": 1590.77, "end": 1591.43, "word": " القيمة", "probability": 0.9519856770833334}, {"start": 1591.43, "end": 1591.53, "word": " اللي", "probability": 0.903564453125}, {"start": 1591.53, "end": 1592.25, "word": " أخدناها", "probability": 0.95283203125}, {"start": 1592.25, "end": 1592.71, "word": " و", "probability": 0.90380859375}, {"start": 1592.71, "end": 1592.91, "word": " اللي", "probability": 0.98046875}, {"start": 1592.91, "end": 1593.61, "word": " بنشتغل", "probability": 0.9748046875}, {"start": 1593.61, "end": 1593.91, "word": " عليها", "probability": 0.993896484375}, {"start": 1593.91, "end": 1594.05, "word": " اللي", "probability": 0.953857421875}, {"start": 1594.05, "end": 1594.23, "word": " هي", "probability": 0.833984375}, {"start": 1594.23, "end": 1594.37, "word": " 0", "probability": 0.377685546875}, {"start": 1594.37, "end": 1594.97, "word": ".4", "probability": 0.9892578125}, {"start": 1594.97, "end": 1595.27, "word": " 0", "probability": 0.45556640625}, {"start": 1595.27, "end": 1595.83, "word": ".6", "probability": 0.99462890625}], "temperature": 1.0}, {"id": 65, "seek": 162587, "start": 1597.61, "end": 1625.87, "text": "E3 صفر فإذن Zero طيب A1 O point one هاي B1 B1 O point one فصار عندي or من ال maximum من الإتنين من ال maximum من الإتنين ال maximum من الإتنين هي ال O point one لمين ل C1 فبنروح ل ال part تبع C1", "tokens": [36, 18, 20328, 5172, 2288, 6156, 28814, 8848, 1863, 17182, 23032, 1829, 3555, 316, 16, 422, 935, 472, 8032, 47302, 363, 16, 363, 16, 422, 935, 472, 6156, 9381, 9640, 18871, 16254, 420, 9154, 2423, 6674, 9154, 33688, 2655, 1863, 9957, 9154, 2423, 6674, 9154, 33688, 2655, 1863, 9957, 2423, 6674, 9154, 33688, 2655, 1863, 9957, 39896, 2423, 422, 935, 472, 5296, 2304, 9957, 5296, 383, 16, 6156, 3555, 1863, 32887, 5016, 5296, 2423, 644, 6055, 3555, 3615, 383, 16], "avg_logprob": -0.2843364079793294, "compression_ratio": 1.7169811320754718, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1597.61, "end": 1598.11, "word": "E3", "probability": 0.3619384765625}, {"start": 1598.11, "end": 1598.63, "word": " صفر", "probability": 0.6661376953125}, {"start": 1598.63, "end": 1599.53, "word": " فإذن", "probability": 0.59918212890625}, {"start": 1599.53, "end": 1600.11, "word": " Zero", "probability": 0.238037109375}, {"start": 1600.11, "end": 1602.59, "word": " طيب", "probability": 0.750244140625}, {"start": 1602.59, "end": 1603.71, "word": " A1", "probability": 0.6671142578125}, {"start": 1603.71, "end": 1604.93, "word": " O", "probability": 0.492431640625}, {"start": 1604.93, "end": 1605.27, "word": " point", "probability": 0.4091796875}, {"start": 1605.27, "end": 1606.05, "word": " one", "probability": 0.5537109375}, {"start": 1606.05, "end": 1607.71, "word": " هاي", "probability": 0.5030517578125}, {"start": 1607.71, "end": 1608.31, "word": " B1", "probability": 0.897216796875}, {"start": 1608.31, "end": 1609.87, "word": " B1", "probability": 0.840087890625}, {"start": 1609.87, "end": 1610.07, "word": " O", "probability": 0.88916015625}, {"start": 1610.07, "end": 1610.31, "word": " point", "probability": 0.904296875}, {"start": 1610.31, "end": 1610.57, "word": " one", "probability": 0.93798828125}, {"start": 1610.57, "end": 1611.15, "word": " فصار", "probability": 0.9513346354166666}, {"start": 1611.15, "end": 1611.43, "word": " عندي", "probability": 0.916259765625}, {"start": 1611.43, "end": 1611.79, "word": " or", "probability": 0.468017578125}, {"start": 1611.79, "end": 1612.49, "word": " من", "probability": 0.91796875}, {"start": 1612.49, "end": 1612.69, "word": " ال", "probability": 0.485595703125}, {"start": 1612.69, "end": 1613.11, "word": " maximum", "probability": 0.96435546875}, {"start": 1613.11, "end": 1613.37, "word": " من", "probability": 0.97119140625}, {"start": 1613.37, "end": 1613.83, "word": " الإتنين", "probability": 0.82421875}, {"start": 1613.83, "end": 1615.29, "word": " من", "probability": 0.86962890625}, {"start": 1615.29, "end": 1615.45, "word": " ال", "probability": 0.76123046875}, {"start": 1615.45, "end": 1615.83, "word": " maximum", "probability": 0.98193359375}, {"start": 1615.83, "end": 1616.43, "word": " من", "probability": 0.99169921875}, {"start": 1616.43, "end": 1616.93, "word": " الإتنين", "probability": 0.9842529296875}, {"start": 1616.93, "end": 1617.37, "word": " ال", "probability": 0.62109375}, {"start": 1617.37, "end": 1617.67, "word": " maximum", "probability": 0.986328125}, {"start": 1617.67, "end": 1617.85, "word": " من", "probability": 0.921875}, {"start": 1617.85, "end": 1618.25, "word": " الإتنين", "probability": 0.9820556640625}, {"start": 1618.25, "end": 1618.63, "word": " هي", "probability": 0.7421875}, {"start": 1618.63, "end": 1618.79, "word": " ال", "probability": 0.890625}, {"start": 1618.79, "end": 1618.91, "word": " O", "probability": 0.8056640625}, {"start": 1618.91, "end": 1619.13, "word": " point", "probability": 0.93505859375}, {"start": 1619.13, "end": 1619.45, "word": " one", "probability": 0.962890625}, {"start": 1619.45, "end": 1620.49, "word": " لمين", "probability": 0.68701171875}, {"start": 1620.49, "end": 1621.35, "word": " ل", "probability": 0.46484375}, {"start": 1621.35, "end": 1622.05, "word": " C1", "probability": 0.843017578125}, {"start": 1622.05, "end": 1623.67, "word": " فبنروح", "probability": 0.94814453125}, {"start": 1623.67, "end": 1624.29, "word": " ل", "probability": 0.6298828125}, {"start": 1624.29, "end": 1624.63, "word": " ال", "probability": 0.87890625}, {"start": 1624.63, "end": 1624.91, "word": " part", "probability": 0.91796875}, {"start": 1624.91, "end": 1625.21, "word": " تبع", "probability": 0.95751953125}, {"start": 1625.21, "end": 1625.87, "word": " C1", "probability": 0.97021484375}], "temperature": 1.0}, {"id": 66, "seek": 165537, "start": 1626.83, "end": 1655.37, "text": "وهو اللي بنعطيه جزء O.1 فبصير هذا الجزء الناتج من الرول الأولى طيب الرول التانية A2 A2 فيها قيمة؟ أه فيها قيمة هي A2 A2 بتساوي O.2 ففي عندي O.2 طيب Y", "tokens": [2407, 3224, 2407, 13672, 1829, 44945, 3615, 9566, 1829, 3224, 10874, 11622, 38207, 422, 13, 16, 6156, 3555, 9381, 13546, 23758, 25724, 11622, 38207, 2423, 8315, 2655, 7435, 9154, 34892, 12610, 16247, 12610, 7578, 23032, 1829, 3555, 34892, 12610, 16712, 7649, 10632, 316, 17, 316, 17, 8978, 11296, 12174, 32640, 3660, 22807, 5551, 3224, 8978, 11296, 12174, 32640, 3660, 39896, 316, 17, 316, 17, 39894, 3794, 995, 45865, 422, 13, 17, 6156, 41185, 18871, 16254, 422, 13, 17, 23032, 1829, 3555, 398], "avg_logprob": -0.2083960843373494, "compression_ratio": 1.6168831168831168, "no_speech_prob": 0.0, "words": [{"start": 1626.83, "end": 1627.17, "word": "وهو", "probability": 0.6756998697916666}, {"start": 1627.17, "end": 1627.27, "word": " اللي", "probability": 0.891357421875}, {"start": 1627.27, "end": 1628.03, "word": " بنعطيه", "probability": 0.94921875}, {"start": 1628.03, "end": 1628.53, "word": " جزء", "probability": 0.9884440104166666}, {"start": 1628.53, "end": 1629.29, "word": " O", "probability": 0.31591796875}, {"start": 1629.29, "end": 1629.87, "word": ".1", "probability": 0.7548828125}, {"start": 1629.87, "end": 1631.05, "word": " فبصير", "probability": 0.941162109375}, {"start": 1631.05, "end": 1631.33, "word": " هذا", "probability": 0.88623046875}, {"start": 1631.33, "end": 1632.31, "word": " الجزء", "probability": 0.9884440104166666}, {"start": 1632.31, "end": 1633.73, "word": " الناتج", "probability": 0.85516357421875}, {"start": 1633.73, "end": 1634.19, "word": " من", "probability": 0.99169921875}, {"start": 1634.19, "end": 1634.85, "word": " الرول", "probability": 0.73974609375}, {"start": 1634.85, "end": 1635.63, "word": " الأولى", "probability": 0.9430338541666666}, {"start": 1635.63, "end": 1636.01, "word": " طيب", "probability": 0.8746744791666666}, {"start": 1636.01, "end": 1636.41, "word": " الرول", "probability": 0.840576171875}, {"start": 1636.41, "end": 1637.13, "word": " التانية", "probability": 0.9583333333333334}, {"start": 1637.13, "end": 1640.15, "word": " A2", "probability": 0.73486328125}, {"start": 1640.15, "end": 1642.25, "word": " A2", "probability": 0.6346435546875}, {"start": 1642.25, "end": 1643.95, "word": " فيها", "probability": 0.650634765625}, {"start": 1643.95, "end": 1644.55, "word": " قيمة؟", "probability": 0.87158203125}, {"start": 1644.55, "end": 1644.71, "word": " أه", "probability": 0.649169921875}, {"start": 1644.71, "end": 1644.85, "word": " فيها", "probability": 0.829833984375}, {"start": 1644.85, "end": 1645.27, "word": " قيمة", "probability": 0.97314453125}, {"start": 1645.27, "end": 1645.53, "word": " هي", "probability": 0.288818359375}, {"start": 1645.53, "end": 1646.11, "word": " A2", "probability": 0.8671875}, {"start": 1646.11, "end": 1648.05, "word": " A2", "probability": 0.7037353515625}, {"start": 1648.05, "end": 1648.91, "word": " بتساوي", "probability": 0.69537353515625}, {"start": 1648.91, "end": 1649.15, "word": " O", "probability": 0.9345703125}, {"start": 1649.15, "end": 1649.71, "word": ".2", "probability": 0.966552734375}, {"start": 1649.71, "end": 1652.19, "word": " ففي", "probability": 0.900634765625}, {"start": 1652.19, "end": 1652.45, "word": " عندي", "probability": 0.835205078125}, {"start": 1652.45, "end": 1652.59, "word": " O", "probability": 0.9814453125}, {"start": 1652.59, "end": 1653.07, "word": ".2", "probability": 0.9892578125}, {"start": 1653.07, "end": 1653.69, "word": " طيب", "probability": 0.9436848958333334}, {"start": 1653.69, "end": 1655.37, "word": " Y", "probability": 0.484130859375}], "temperature": 1.0}, {"id": 67, "seek": 168146, "start": 1656.84, "end": 1681.46, "text": "B2 هي B2 موجودة موجودة في الهقيمة الهقيمة هي B2 O.7 فصار عندي O.2 و O.7 ايش الرابط اللي بينهم ايش شكل ال junction اللي بينهم ال junction and يعني باخد الأقل and معناته بناخد الأقل هناخد ال O.2 لمين بناخد ال O.2 ل C2", "tokens": [33, 17, 39896, 363, 17, 3714, 29245, 23328, 3660, 3714, 29245, 23328, 3660, 8978, 2423, 3224, 38436, 46007, 2423, 3224, 38436, 46007, 39896, 363, 17, 422, 13, 22, 6156, 9381, 9640, 43242, 1829, 422, 13, 17, 4032, 422, 13, 22, 1975, 1829, 8592, 34892, 16758, 9566, 13672, 1829, 49374, 16095, 1975, 1829, 8592, 13412, 28820, 2423, 33718, 13672, 1829, 49374, 16095, 2423, 33718, 293, 37495, 22653, 4724, 47283, 3215, 16247, 4587, 1211, 293, 20449, 8315, 47395, 44945, 47283, 3215, 16247, 4587, 1211, 8032, 1863, 47283, 3215, 2423, 422, 13, 17, 32767, 9957, 44945, 47283, 3215, 2423, 422, 13, 17, 5296, 383, 17], "avg_logprob": -0.16429005027974694, "compression_ratio": 1.8944444444444444, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1656.8400000000001, "end": 1657.68, "word": "B2", "probability": 0.611328125}, {"start": 1657.68, "end": 1658.52, "word": " هي", "probability": 0.1541748046875}, {"start": 1658.52, "end": 1659.1, "word": " B2", "probability": 0.920166015625}, {"start": 1659.1, "end": 1661.56, "word": " موجودة", "probability": 0.9678955078125}, {"start": 1661.56, "end": 1662.22, "word": " موجودة", "probability": 0.9466552734375}, {"start": 1662.22, "end": 1662.58, "word": " في", "probability": 0.82080078125}, {"start": 1662.58, "end": 1663.06, "word": " الهقيمة", "probability": 0.6890869140625}, {"start": 1663.06, "end": 1663.62, "word": " الهقيمة", "probability": 0.91943359375}, {"start": 1663.62, "end": 1663.88, "word": " هي", "probability": 0.91259765625}, {"start": 1663.88, "end": 1664.32, "word": " B2", "probability": 0.96484375}, {"start": 1664.32, "end": 1664.52, "word": " O", "probability": 0.32763671875}, {"start": 1664.52, "end": 1665.0, "word": ".7", "probability": 0.849365234375}, {"start": 1665.0, "end": 1665.62, "word": " فصار", "probability": 0.9235026041666666}, {"start": 1665.62, "end": 1666.08, "word": " عندي", "probability": 0.63818359375}, {"start": 1666.08, "end": 1666.4, "word": " O", "probability": 0.92919921875}, {"start": 1666.4, "end": 1666.9, "word": ".2", "probability": 0.93798828125}, {"start": 1666.9, "end": 1667.24, "word": " و", "probability": 0.908203125}, {"start": 1667.24, "end": 1667.36, "word": " O", "probability": 0.8349609375}, {"start": 1667.36, "end": 1667.9, "word": ".7", "probability": 0.99365234375}, {"start": 1667.9, "end": 1668.5, "word": " ايش", "probability": 0.760986328125}, {"start": 1668.5, "end": 1668.92, "word": " الرابط", "probability": 0.8697916666666666}, {"start": 1668.92, "end": 1669.08, "word": " اللي", "probability": 0.951171875}, {"start": 1669.08, "end": 1669.48, "word": " بينهم", "probability": 0.991455078125}, {"start": 1669.48, "end": 1670.08, "word": " ايش", "probability": 0.8231608072916666}, {"start": 1670.08, "end": 1670.38, "word": " شكل", "probability": 0.904541015625}, {"start": 1670.38, "end": 1670.9, "word": " ال", "probability": 0.943359375}, {"start": 1670.9, "end": 1671.24, "word": " junction", "probability": 0.63037109375}, {"start": 1671.24, "end": 1671.48, "word": " اللي", "probability": 0.99267578125}, {"start": 1671.48, "end": 1671.76, "word": " بينهم", "probability": 0.9921875}, {"start": 1671.76, "end": 1671.88, "word": " ال", "probability": 0.8408203125}, {"start": 1671.88, "end": 1672.16, "word": " junction", "probability": 0.9208984375}, {"start": 1672.16, "end": 1672.64, "word": " and", "probability": 0.8974609375}, {"start": 1672.64, "end": 1672.84, "word": " يعني", "probability": 0.96142578125}, {"start": 1672.84, "end": 1673.16, "word": " باخد", "probability": 0.8439127604166666}, {"start": 1673.16, "end": 1674.32, "word": " الأقل", "probability": 0.9500325520833334}, {"start": 1674.32, "end": 1674.92, "word": " and", "probability": 0.89892578125}, {"start": 1674.92, "end": 1675.26, "word": " معناته", "probability": 0.9765625}, {"start": 1675.26, "end": 1675.56, "word": " بناخد", "probability": 0.908203125}, {"start": 1675.56, "end": 1675.92, "word": " الأقل", "probability": 0.9749348958333334}, {"start": 1675.92, "end": 1676.52, "word": " هناخد", "probability": 0.8912353515625}, {"start": 1676.52, "end": 1676.62, "word": " ال", "probability": 0.93408203125}, {"start": 1676.62, "end": 1676.72, "word": " O", "probability": 0.90185546875}, {"start": 1676.72, "end": 1678.0, "word": ".2", "probability": 0.95751953125}, {"start": 1678.0, "end": 1679.24, "word": " لمين", "probability": 0.8125}, {"start": 1679.24, "end": 1679.82, "word": " بناخد", "probability": 0.93017578125}, {"start": 1679.82, "end": 1679.9, "word": " ال", "probability": 0.97314453125}, {"start": 1679.9, "end": 1680.0, "word": " O", "probability": 0.9677734375}, {"start": 1680.0, "end": 1680.42, "word": ".2", "probability": 0.9794921875}, {"start": 1680.42, "end": 1680.72, "word": " ل", "probability": 0.64794921875}, {"start": 1680.72, "end": 1681.46, "word": " C2", "probability": 0.806396484375}], "temperature": 1.0}, {"id": 68, "seek": 171295, "start": 1685.51, "end": 1712.95, "text": "مش مانحطه مع C1 C1 خلاص كان نتيجي اللي هنا هذا ل C2 تمام الآن خلصنا ال rule التانية ال rule التالتة ال rule التالتة بتقول إيه X بتساوي إذا كان X بتساوي A1 A1 حقيقة ال A1 هنا هنجد أنه هي 0.5 خلصنا ال rule الأولى و التانية فننطلق لل rule التالتة و اللي كنا بدنا من خلالها نحسب قيمة", "tokens": [2304, 8592, 3714, 7649, 5016, 9566, 3224, 20449, 383, 16, 383, 16, 16490, 1211, 33546, 25961, 8717, 31371, 7435, 1829, 13672, 1829, 34105, 23758, 5296, 383, 17, 46811, 10943, 6024, 48506, 16490, 1211, 9381, 8315, 2423, 4978, 16712, 7649, 10632, 2423, 4978, 16712, 6027, 2655, 3660, 2423, 4978, 16712, 6027, 2655, 3660, 39894, 39648, 11933, 1829, 3224, 1783, 39894, 3794, 995, 45865, 11933, 15730, 25961, 1783, 39894, 3794, 995, 45865, 316, 16, 316, 16, 11331, 38436, 28671, 2423, 316, 16, 34105, 8032, 1863, 7435, 3215, 14739, 3224, 39896, 1958, 13, 20, 16490, 1211, 9381, 8315, 2423, 4978, 16247, 12610, 7578, 4032, 16712, 7649, 10632, 6156, 1863, 1863, 9566, 1211, 4587, 24976, 4978, 16712, 6027, 2655, 3660, 4032, 13672, 1829, 9122, 8315, 47525, 8315, 9154, 16490, 1211, 6027, 11296, 8717, 5016, 35457, 12174, 32640, 3660], "avg_logprob": -0.14305555820465088, "compression_ratio": 2.0580357142857144, "no_speech_prob": 6.556510925292969e-06, "words": [{"start": 1685.51, "end": 1685.75, "word": "مش", "probability": 0.81787109375}, {"start": 1685.75, "end": 1686.47, "word": " مانحطه", "probability": 0.736328125}, {"start": 1686.47, "end": 1686.57, "word": " مع", "probability": 0.9248046875}, {"start": 1686.57, "end": 1687.01, "word": " C1", "probability": 0.707763671875}, {"start": 1687.01, "end": 1687.69, "word": " C1", "probability": 0.5762939453125}, {"start": 1687.69, "end": 1688.13, "word": " خلاص", "probability": 0.9716796875}, {"start": 1688.13, "end": 1688.31, "word": " كان", "probability": 0.95263671875}, {"start": 1688.31, "end": 1688.67, "word": " نتيجي", "probability": 0.7252197265625}, {"start": 1688.67, "end": 1688.79, "word": " اللي", "probability": 0.93017578125}, {"start": 1688.79, "end": 1688.99, "word": " هنا", "probability": 0.98779296875}, {"start": 1688.99, "end": 1689.79, "word": " هذا", "probability": 0.794921875}, {"start": 1689.79, "end": 1689.93, "word": " ل", "probability": 0.69580078125}, {"start": 1689.93, "end": 1690.71, "word": " C2", "probability": 0.828125}, {"start": 1690.71, "end": 1691.35, "word": " تمام", "probability": 0.91455078125}, {"start": 1691.35, "end": 1692.55, "word": " الآن", "probability": 0.6812744140625}, {"start": 1692.55, "end": 1693.63, "word": " خلصنا", "probability": 0.9583740234375}, {"start": 1693.63, "end": 1693.71, "word": " ال", "probability": 0.95166015625}, {"start": 1693.71, "end": 1693.81, "word": " rule", "probability": 0.75634765625}, {"start": 1693.81, "end": 1694.27, "word": " التانية", "probability": 0.9357096354166666}, {"start": 1694.27, "end": 1694.51, "word": " ال", "probability": 0.97607421875}, {"start": 1694.51, "end": 1694.67, "word": " rule", "probability": 0.9248046875}, {"start": 1694.67, "end": 1695.31, "word": " التالتة", "probability": 0.9573974609375}, {"start": 1695.31, "end": 1695.69, "word": " ال", "probability": 0.76025390625}, {"start": 1695.69, "end": 1695.83, "word": " rule", "probability": 0.96875}, {"start": 1695.83, "end": 1696.17, "word": " التالتة", "probability": 0.96728515625}, {"start": 1696.17, "end": 1696.45, "word": " بتقول", "probability": 0.976806640625}, {"start": 1696.45, "end": 1696.63, "word": " إيه", "probability": 0.7440592447916666}, {"start": 1696.63, "end": 1697.07, "word": " X", "probability": 0.52587890625}, {"start": 1697.07, "end": 1697.81, "word": " بتساوي", "probability": 0.8785400390625}, {"start": 1697.81, "end": 1698.01, "word": " إذا", "probability": 0.806884765625}, {"start": 1698.01, "end": 1698.25, "word": " كان", "probability": 0.9853515625}, {"start": 1698.25, "end": 1698.45, "word": " X", "probability": 0.96533203125}, {"start": 1698.45, "end": 1698.85, "word": " بتساوي", "probability": 0.9332275390625}, {"start": 1698.85, "end": 1699.51, "word": " A1", "probability": 0.876953125}, {"start": 1699.51, "end": 1700.67, "word": " A1", "probability": 0.858154296875}, {"start": 1700.67, "end": 1701.31, "word": " حقيقة", "probability": 0.9231770833333334}, {"start": 1701.31, "end": 1701.99, "word": " ال", "probability": 0.9423828125}, {"start": 1701.99, "end": 1702.43, "word": " A1", "probability": 0.978515625}, {"start": 1702.43, "end": 1702.77, "word": " هنا", "probability": 0.97265625}, {"start": 1702.77, "end": 1703.57, "word": " هنجد", "probability": 0.943359375}, {"start": 1703.57, "end": 1703.81, "word": " أنه", "probability": 0.5574951171875}, {"start": 1703.81, "end": 1703.97, "word": " هي", "probability": 0.33935546875}, {"start": 1703.97, "end": 1704.23, "word": " 0", "probability": 0.765625}, {"start": 1704.23, "end": 1705.13, "word": ".5", "probability": 0.990234375}, {"start": 1705.13, "end": 1706.17, "word": " خلصنا", "probability": 0.9930419921875}, {"start": 1706.17, "end": 1706.71, "word": " ال", "probability": 0.9951171875}, {"start": 1706.71, "end": 1706.89, "word": " rule", "probability": 0.96435546875}, {"start": 1706.89, "end": 1707.21, "word": " الأولى", "probability": 0.9855143229166666}, {"start": 1707.21, "end": 1707.31, "word": " و", "probability": 0.693359375}, {"start": 1707.31, "end": 1707.83, "word": " التانية", "probability": 0.9669596354166666}, {"start": 1707.83, "end": 1709.37, "word": " فننطلق", "probability": 0.968994140625}, {"start": 1709.37, "end": 1709.53, "word": " لل", "probability": 0.83154296875}, {"start": 1709.53, "end": 1709.69, "word": " rule", "probability": 0.9375}, {"start": 1709.69, "end": 1710.37, "word": " التالتة", "probability": 0.976806640625}, {"start": 1710.37, "end": 1710.65, "word": " و", "probability": 0.7861328125}, {"start": 1710.65, "end": 1710.77, "word": " اللي", "probability": 0.958251953125}, {"start": 1710.77, "end": 1710.99, "word": " كنا", "probability": 0.986083984375}, {"start": 1710.99, "end": 1711.25, "word": " بدنا", "probability": 0.975830078125}, {"start": 1711.25, "end": 1711.41, "word": " من", "probability": 0.994140625}, {"start": 1711.41, "end": 1711.79, "word": " خلالها", "probability": 0.9918212890625}, {"start": 1711.79, "end": 1712.27, "word": " نحسب", "probability": 0.99462890625}, {"start": 1712.27, "end": 1712.95, "word": " قيمة", "probability": 0.99462890625}], "temperature": 1.0}, {"id": 69, "seek": 172731, "start": 1713.33, "end": 1727.31, "text": "A L X إذا كانت الـ X بتساوي A1 معنا ذلك إن Z بتساوي C3 فبنروح ل A1 هل A1 لها قيمة أو degree؟", "tokens": [32, 441, 1783, 11933, 15730, 25961, 2655, 2423, 39184, 1783, 39894, 3794, 995, 45865, 316, 16, 20449, 8315, 29910, 23275, 36145, 1176, 39894, 3794, 995, 45865, 383, 18, 6156, 3555, 1863, 32887, 5016, 5296, 316, 16, 8032, 1211, 316, 16, 5296, 11296, 12174, 32640, 3660, 34051, 4314, 22807], "avg_logprob": -0.3225446331257723, "compression_ratio": 1.1735537190082646, "no_speech_prob": 0.00014412403106689453, "words": [{"start": 1713.33, "end": 1713.65, "word": "A", "probability": 0.1278076171875}, {"start": 1713.65, "end": 1714.17, "word": " L", "probability": 0.177734375}, {"start": 1714.17, "end": 1714.65, "word": " X", "probability": 0.78173828125}, {"start": 1714.65, "end": 1715.15, "word": " إذا", "probability": 0.7039794921875}, {"start": 1715.15, "end": 1715.43, "word": " كانت", "probability": 0.928466796875}, {"start": 1715.43, "end": 1715.57, "word": " الـ", "probability": 0.493896484375}, {"start": 1715.57, "end": 1715.69, "word": " X", "probability": 0.87744140625}, {"start": 1715.69, "end": 1716.09, "word": " بتساوي", "probability": 0.6363525390625}, {"start": 1716.09, "end": 1716.65, "word": " A1", "probability": 0.707763671875}, {"start": 1716.65, "end": 1717.23, "word": " معنا", "probability": 0.866943359375}, {"start": 1717.23, "end": 1717.53, "word": " ذلك", "probability": 0.855224609375}, {"start": 1717.53, "end": 1717.69, "word": " إن", "probability": 0.427734375}, {"start": 1717.69, "end": 1717.91, "word": " Z", "probability": 0.6630859375}, {"start": 1717.91, "end": 1718.55, "word": " بتساوي", "probability": 0.851806640625}, {"start": 1718.55, "end": 1719.87, "word": " C3", "probability": 0.772216796875}, {"start": 1719.87, "end": 1720.65, "word": " فبنروح", "probability": 0.91064453125}, {"start": 1720.65, "end": 1720.75, "word": " ل", "probability": 0.80224609375}, {"start": 1720.75, "end": 1721.37, "word": " A1", "probability": 0.82470703125}, {"start": 1721.37, "end": 1721.71, "word": " هل", "probability": 0.850830078125}, {"start": 1721.71, "end": 1722.17, "word": " A1", "probability": 0.93115234375}, {"start": 1722.17, "end": 1722.45, "word": " لها", "probability": 0.5931396484375}, {"start": 1722.45, "end": 1724.29, "word": " قيمة", "probability": 0.9915364583333334}, {"start": 1724.29, "end": 1725.83, "word": " أو", "probability": 0.8193359375}, {"start": 1725.83, "end": 1727.31, "word": " degree؟", "probability": 0.8916015625}], "temperature": 1.0}, {"id": 70, "seek": 175186, "start": 1727.8, "end": 1751.86, "text": "الها degree قيمتها 0.5 فمعنا ذلك a1 عند ال 0.5 في اي premise تانية معاه مافيش اي premise تانية ف automatically هي لحالها بتيجي لا في معاها or ولا معاها and فكما هي ل c تلاتة مع c تلاتة الان خلصنا جزئية ال evaluation فصار عندى الجزئية التانية اللى بدنا نروح لها", "tokens": [6027, 11296, 4314, 12174, 32640, 2655, 11296, 1958, 13, 20, 6156, 2304, 3615, 8315, 29910, 23275, 257, 16, 43242, 2423, 1958, 13, 20, 8978, 1975, 1829, 22045, 6055, 7649, 10632, 20449, 40294, 19446, 41185, 8592, 1975, 1829, 22045, 6055, 7649, 10632, 6156, 6772, 39896, 5296, 5016, 6027, 11296, 39894, 1829, 7435, 1829, 20193, 8978, 20449, 995, 11296, 420, 49429, 20449, 995, 11296, 293, 6156, 4117, 15042, 39896, 5296, 269, 6055, 1211, 9307, 3660, 20449, 269, 6055, 1211, 9307, 3660, 2423, 7649, 16490, 1211, 9381, 8315, 10874, 11622, 19986, 10632, 2423, 13344, 6156, 9381, 9640, 43242, 7578, 25724, 11622, 19986, 10632, 16712, 7649, 10632, 13672, 7578, 47525, 8315, 8717, 32887, 5016, 5296, 11296], "avg_logprob": -0.17989491572422264, "compression_ratio": 1.8105726872246697, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 1727.8, "end": 1728.14, "word": "الها", "probability": 0.51025390625}, {"start": 1728.14, "end": 1728.46, "word": " degree", "probability": 0.97314453125}, {"start": 1728.46, "end": 1729.0, "word": " قيمتها", "probability": 0.9869384765625}, {"start": 1729.0, "end": 1729.18, "word": " 0", "probability": 0.35888671875}, {"start": 1729.18, "end": 1729.78, "word": ".5", "probability": 0.983154296875}, {"start": 1729.78, "end": 1730.4, "word": " فمعنا", "probability": 0.8470458984375}, {"start": 1730.4, "end": 1730.7, "word": " ذلك", "probability": 0.953857421875}, {"start": 1730.7, "end": 1731.18, "word": " a1", "probability": 0.5098876953125}, {"start": 1731.18, "end": 1731.42, "word": " عند", "probability": 0.96044921875}, {"start": 1731.42, "end": 1731.56, "word": " ال", "probability": 0.67138671875}, {"start": 1731.56, "end": 1731.68, "word": " 0", "probability": 0.489990234375}, {"start": 1731.68, "end": 1732.3, "word": ".5", "probability": 0.9931640625}, {"start": 1732.3, "end": 1732.78, "word": " في", "probability": 0.74462890625}, {"start": 1732.78, "end": 1733.08, "word": " اي", "probability": 0.625732421875}, {"start": 1733.08, "end": 1733.82, "word": " premise", "probability": 0.78271484375}, {"start": 1733.82, "end": 1734.14, "word": " تانية", "probability": 0.9718424479166666}, {"start": 1734.14, "end": 1734.52, "word": " معاه", "probability": 0.75}, {"start": 1734.52, "end": 1735.1, "word": " مافيش", "probability": 0.8440755208333334}, {"start": 1735.1, "end": 1735.3, "word": " اي", "probability": 0.90087890625}, {"start": 1735.3, "end": 1735.58, "word": " premise", "probability": 0.89208984375}, {"start": 1735.58, "end": 1735.9, "word": " تانية", "probability": 0.9943033854166666}, {"start": 1735.9, "end": 1736.04, "word": " ف", "probability": 0.98046875}, {"start": 1736.04, "end": 1736.44, "word": " automatically", "probability": 0.34130859375}, {"start": 1736.44, "end": 1736.7, "word": " هي", "probability": 0.779296875}, {"start": 1736.7, "end": 1737.08, "word": " لحالها", "probability": 0.971923828125}, {"start": 1737.08, "end": 1737.62, "word": " بتيجي", "probability": 0.922607421875}, {"start": 1737.62, "end": 1737.88, "word": " لا", "probability": 0.84033203125}, {"start": 1737.88, "end": 1738.02, "word": " في", "probability": 0.697265625}, {"start": 1738.02, "end": 1738.36, "word": " معاها", "probability": 0.9192708333333334}, {"start": 1738.36, "end": 1738.58, "word": " or", "probability": 0.82958984375}, {"start": 1738.58, "end": 1738.76, "word": " ولا", "probability": 0.5888671875}, {"start": 1738.76, "end": 1739.02, "word": " معاها", "probability": 0.8181966145833334}, {"start": 1739.02, "end": 1739.26, "word": " and", "probability": 0.96484375}, {"start": 1739.26, "end": 1739.88, "word": " فكما", "probability": 0.921875}, {"start": 1739.88, "end": 1740.14, "word": " هي", "probability": 0.9619140625}, {"start": 1740.14, "end": 1740.76, "word": " ل", "probability": 0.94189453125}, {"start": 1740.76, "end": 1741.14, "word": " c", "probability": 0.4326171875}, {"start": 1741.14, "end": 1742.2, "word": " تلاتة", "probability": 0.8265380859375}, {"start": 1742.2, "end": 1742.46, "word": " مع", "probability": 0.78125}, {"start": 1742.46, "end": 1742.78, "word": " c", "probability": 0.90869140625}, {"start": 1742.78, "end": 1743.68, "word": " تلاتة", "probability": 0.974853515625}, {"start": 1743.68, "end": 1744.3, "word": " الان", "probability": 0.6251220703125}, {"start": 1744.3, "end": 1745.28, "word": " خلصنا", "probability": 0.98828125}, {"start": 1745.28, "end": 1745.84, "word": " جزئية", "probability": 0.977294921875}, {"start": 1745.84, "end": 1746.46, "word": " ال", "probability": 0.921875}, {"start": 1746.46, "end": 1746.9, "word": " evaluation", "probability": 0.984375}, {"start": 1746.9, "end": 1748.08, "word": " فصار", "probability": 0.9661458333333334}, {"start": 1748.08, "end": 1748.44, "word": " عندى", "probability": 0.650146484375}, {"start": 1748.44, "end": 1750.3, "word": " الجزئية", "probability": 0.97607421875}, {"start": 1750.3, "end": 1750.68, "word": " التانية", "probability": 0.9908854166666666}, {"start": 1750.68, "end": 1750.8, "word": " اللى", "probability": 0.7890625}, {"start": 1750.8, "end": 1750.98, "word": " بدنا", "probability": 0.886474609375}, {"start": 1750.98, "end": 1751.58, "word": " نروح", "probability": 0.9884440104166666}, {"start": 1751.58, "end": 1751.86, "word": " لها", "probability": 0.6551513671875}], "temperature": 1.0}, {"id": 71, "seek": 177629, "start": 1752.57, "end": 1776.29, "text": "هي ال aggregation جزئية ال aggregation طيب الآن كيف ممكن انا اتعامل مع عملية القطع هذه عملية القطع اللي بنعملها لما كنا بنقول في عندي بهذا الشكل نفترض طبعا هي بتكونش بهذا الشكل بالظبط البداية و النهاية بكونوا هي كده", "tokens": [3224, 1829, 2423, 16743, 399, 10874, 11622, 19986, 10632, 2423, 16743, 399, 23032, 1829, 3555, 6024, 48506, 9122, 33911, 3714, 43020, 1975, 8315, 1975, 2655, 3615, 10943, 1211, 20449, 6225, 42213, 10632, 25062, 9566, 3615, 29538, 6225, 42213, 10632, 25062, 9566, 3615, 13672, 1829, 44945, 25957, 1211, 11296, 5296, 15042, 9122, 8315, 44945, 39648, 8978, 18871, 16254, 39627, 15730, 25124, 28820, 8717, 5172, 2655, 43042, 23032, 3555, 3615, 995, 39896, 39894, 30544, 8592, 39627, 15730, 25124, 28820, 20666, 19913, 3555, 9566, 29739, 28259, 10632, 4032, 28239, 11296, 10632, 4724, 30544, 14407, 39896, 9122, 3215, 3224], "avg_logprob": -0.13916015625, "compression_ratio": 1.8923076923076922, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1752.57, "end": 1752.83, "word": "هي", "probability": 0.8564453125}, {"start": 1752.83, "end": 1752.91, "word": " ال", "probability": 0.55908203125}, {"start": 1752.91, "end": 1753.51, "word": " aggregation", "probability": 0.759521484375}, {"start": 1753.51, "end": 1754.37, "word": " جزئية", "probability": 0.7957763671875}, {"start": 1754.37, "end": 1754.51, "word": " ال", "probability": 0.9658203125}, {"start": 1754.51, "end": 1755.03, "word": " aggregation", "probability": 0.95361328125}, {"start": 1755.03, "end": 1755.71, "word": " طيب", "probability": 0.9479166666666666}, {"start": 1755.71, "end": 1756.47, "word": " الآن", "probability": 0.6134033203125}, {"start": 1756.47, "end": 1757.33, "word": " كيف", "probability": 0.97607421875}, {"start": 1757.33, "end": 1757.63, "word": " ممكن", "probability": 0.98193359375}, {"start": 1757.63, "end": 1757.85, "word": " انا", "probability": 0.59869384765625}, {"start": 1757.85, "end": 1758.69, "word": " اتعامل", "probability": 0.95537109375}, {"start": 1758.69, "end": 1759.11, "word": " مع", "probability": 0.99609375}, {"start": 1759.11, "end": 1760.67, "word": " عملية", "probability": 0.96728515625}, {"start": 1760.67, "end": 1761.13, "word": " القطع", "probability": 0.96875}, {"start": 1761.13, "end": 1761.53, "word": " هذه", "probability": 0.85400390625}, {"start": 1761.53, "end": 1762.43, "word": " عملية", "probability": 0.9588216145833334}, {"start": 1762.43, "end": 1762.99, "word": " القطع", "probability": 0.9783528645833334}, {"start": 1762.99, "end": 1763.09, "word": " اللي", "probability": 0.877685546875}, {"start": 1763.09, "end": 1763.61, "word": " بنعملها", "probability": 0.80010986328125}, {"start": 1763.61, "end": 1764.07, "word": " لما", "probability": 0.88134765625}, {"start": 1764.07, "end": 1764.31, "word": " كنا", "probability": 0.990966796875}, {"start": 1764.31, "end": 1764.69, "word": " بنقول", "probability": 0.901611328125}, {"start": 1764.69, "end": 1764.91, "word": " في", "probability": 0.90771484375}, {"start": 1764.91, "end": 1765.25, "word": " عندي", "probability": 0.939697265625}, {"start": 1765.25, "end": 1765.95, "word": " بهذا", "probability": 0.98095703125}, {"start": 1765.95, "end": 1766.47, "word": " الشكل", "probability": 0.99267578125}, {"start": 1766.47, "end": 1768.89, "word": " نفترض", "probability": 0.959716796875}, {"start": 1768.89, "end": 1769.33, "word": " طبعا", "probability": 0.96142578125}, {"start": 1769.33, "end": 1769.41, "word": " هي", "probability": 0.72119140625}, {"start": 1769.41, "end": 1769.81, "word": " بتكونش", "probability": 0.9031575520833334}, {"start": 1769.81, "end": 1770.05, "word": " بهذا", "probability": 0.9873046875}, {"start": 1770.05, "end": 1770.39, "word": " الشكل", "probability": 0.9912109375}, {"start": 1770.39, "end": 1771.13, "word": " بالظبط", "probability": 0.9293212890625}, {"start": 1771.13, "end": 1772.35, "word": " البداية", "probability": 0.9615885416666666}, {"start": 1772.35, "end": 1772.47, "word": " و", "probability": 0.71630859375}, {"start": 1772.47, "end": 1772.73, "word": " النهاية", "probability": 0.9078776041666666}, {"start": 1772.73, "end": 1774.33, "word": " بكونوا", "probability": 0.7742513020833334}, {"start": 1774.33, "end": 1776.05, "word": " هي", "probability": 0.8466796875}, {"start": 1776.05, "end": 1776.29, "word": " كده", "probability": 0.72607421875}], "temperature": 1.0}, {"id": 72, "seek": 180149, "start": 1778.91, "end": 1801.49, "text": "لما نقول هذا الـ output اللي هي Z والـ C .. C1 .. C2 .. C3 ونعمل قطع هنا أو نعمل قطع هنا ونقول هذه قيمة 0.5 فالنتج المفروض هنا بتطلع 0.5 نشتغل بهذا الجزء فقط كيف ممكن ناخد هذا الجزء؟ الحقيقة في طريقتين في طريقة clipping", "tokens": [1211, 15042, 8717, 39648, 23758, 2423, 39184, 5598, 13672, 1829, 39896, 1176, 16070, 39184, 383, 4386, 383, 16, 4386, 383, 17, 4386, 383, 18, 4032, 1863, 25957, 1211, 12174, 9566, 3615, 34105, 34051, 8717, 25957, 1211, 12174, 9566, 3615, 34105, 4032, 1863, 39648, 29538, 12174, 32640, 3660, 1958, 13, 20, 6156, 6027, 29399, 7435, 9673, 5172, 32887, 11242, 34105, 39894, 9566, 1211, 3615, 1958, 13, 20, 8717, 8592, 2655, 17082, 1211, 39627, 15730, 25724, 11622, 38207, 6156, 47432, 9122, 33911, 3714, 43020, 8717, 47283, 3215, 23758, 25724, 11622, 38207, 22807, 21542, 38436, 28671, 8978, 23032, 16572, 38149, 9957, 8978, 23032, 16572, 28671, 49320], "avg_logprob": -0.19035456974345905, "compression_ratio": 1.7211538461538463, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1778.91, "end": 1779.21, "word": "لما", "probability": 0.673583984375}, {"start": 1779.21, "end": 1779.61, "word": " نقول", "probability": 0.8251953125}, {"start": 1779.61, "end": 1779.87, "word": " هذا", "probability": 0.513671875}, {"start": 1779.87, "end": 1780.01, "word": " الـ", "probability": 0.544677734375}, {"start": 1780.01, "end": 1780.43, "word": " output", "probability": 0.8974609375}, {"start": 1780.43, "end": 1780.67, "word": " اللي", "probability": 0.5704345703125}, {"start": 1780.67, "end": 1780.99, "word": " هي", "probability": 0.72119140625}, {"start": 1780.99, "end": 1781.49, "word": " Z", "probability": 0.66796875}, {"start": 1781.49, "end": 1782.19, "word": " والـ", "probability": 0.5853271484375}, {"start": 1782.19, "end": 1782.39, "word": " C", "probability": 0.71630859375}, {"start": 1782.39, "end": 1782.61, "word": " ..", "probability": 0.2418212890625}, {"start": 1782.61, "end": 1783.17, "word": " C1", "probability": 0.688232421875}, {"start": 1783.17, "end": 1783.31, "word": " ..", "probability": 0.59716796875}, {"start": 1783.31, "end": 1783.81, "word": " C2", "probability": 0.93994140625}, {"start": 1783.81, "end": 1784.25, "word": " ..", "probability": 0.98046875}, {"start": 1784.25, "end": 1785.39, "word": " C3", "probability": 0.93408203125}, {"start": 1785.39, "end": 1786.31, "word": " ونعمل", "probability": 0.73431396484375}, {"start": 1786.31, "end": 1786.77, "word": " قطع", "probability": 0.9791666666666666}, {"start": 1786.77, "end": 1787.29, "word": " هنا", "probability": 0.96875}, {"start": 1787.29, "end": 1787.49, "word": " أو", "probability": 0.55810546875}, {"start": 1787.49, "end": 1787.79, "word": " نعمل", "probability": 0.955078125}, {"start": 1787.79, "end": 1788.11, "word": " قطع", "probability": 0.9895833333333334}, {"start": 1788.11, "end": 1788.31, "word": " هنا", "probability": 0.994140625}, {"start": 1788.31, "end": 1788.67, "word": " ونقول", "probability": 0.9542643229166666}, {"start": 1788.67, "end": 1789.41, "word": " هذه", "probability": 0.74755859375}, {"start": 1789.41, "end": 1789.89, "word": " قيمة", "probability": 0.9928385416666666}, {"start": 1789.89, "end": 1790.11, "word": " 0", "probability": 0.71923828125}, {"start": 1790.11, "end": 1790.87, "word": ".5", "probability": 0.989501953125}, {"start": 1790.87, "end": 1791.69, "word": " فالنتج", "probability": 0.880126953125}, {"start": 1791.69, "end": 1792.07, "word": " المفروض", "probability": 0.97216796875}, {"start": 1792.07, "end": 1792.21, "word": " هنا", "probability": 0.91064453125}, {"start": 1792.21, "end": 1792.51, "word": " بتطلع", "probability": 0.750732421875}, {"start": 1792.51, "end": 1792.67, "word": " 0", "probability": 0.96728515625}, {"start": 1792.67, "end": 1793.37, "word": ".5", "probability": 0.996337890625}, {"start": 1793.37, "end": 1794.79, "word": " نشتغل", "probability": 0.873876953125}, {"start": 1794.79, "end": 1795.05, "word": " بهذا", "probability": 0.830078125}, {"start": 1795.05, "end": 1795.39, "word": " الجزء", "probability": 0.990234375}, {"start": 1795.39, "end": 1795.85, "word": " فقط", "probability": 0.988525390625}, {"start": 1795.85, "end": 1796.51, "word": " كيف", "probability": 0.95556640625}, {"start": 1796.51, "end": 1796.73, "word": " ممكن", "probability": 0.95654296875}, {"start": 1796.73, "end": 1797.05, "word": " ناخد", "probability": 0.9599609375}, {"start": 1797.05, "end": 1797.21, "word": " هذا", "probability": 0.97607421875}, {"start": 1797.21, "end": 1798.35, "word": " الجزء؟", "probability": 0.8760986328125}, {"start": 1798.35, "end": 1798.93, "word": " الحقيقة", "probability": 0.9680989583333334}, {"start": 1798.93, "end": 1799.79, "word": " في", "probability": 0.94580078125}, {"start": 1799.79, "end": 1800.41, "word": " طريقتين", "probability": 0.97314453125}, {"start": 1800.41, "end": 1800.75, "word": " في", "probability": 0.50634765625}, {"start": 1800.75, "end": 1801.13, "word": " طريقة", "probability": 0.9845377604166666}, {"start": 1801.13, "end": 1801.49, "word": " clipping", "probability": 0.472900390625}], "temperature": 1.0}, {"id": 73, "seek": 182229, "start": 1802.79, "end": 1822.29, "text": "اللي هو اجسه هكذا و خلاص و نجسه كما هو بشكل و هذه هي الاكثر استخداما للحقيقة اللي هي عملية ال clipping بهذا الشكل ناخد الجزء هذا و نقول هذا الناتج ل C2 ل C2 كويسة الان بالنسبة ل C3", "tokens": [6027, 20292, 31439, 1975, 7435, 3794, 3224, 8032, 4117, 15730, 4032, 16490, 1211, 33546, 4032, 8717, 7435, 3794, 3224, 9122, 15042, 31439, 4724, 8592, 28820, 4032, 29538, 39896, 42963, 4117, 49115, 44713, 9778, 3215, 10943, 995, 24976, 5016, 38436, 28671, 13672, 1829, 39896, 6225, 42213, 10632, 2423, 49320, 39627, 15730, 25124, 28820, 8717, 47283, 3215, 25724, 11622, 38207, 23758, 4032, 8717, 39648, 23758, 2423, 8315, 2655, 7435, 5296, 383, 17, 5296, 383, 17, 9122, 45865, 3794, 3660, 2423, 7649, 20666, 1863, 35457, 3660, 5296, 383, 18], "avg_logprob": -0.24299569136794957, "compression_ratio": 1.7247191011235956, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1802.79, "end": 1803.03, "word": "اللي", "probability": 0.72802734375}, {"start": 1803.03, "end": 1803.17, "word": " هو", "probability": 0.93798828125}, {"start": 1803.17, "end": 1803.61, "word": " اجسه", "probability": 0.649169921875}, {"start": 1803.61, "end": 1803.83, "word": " هكذا", "probability": 0.4932454427083333}, {"start": 1803.83, "end": 1803.91, "word": " و", "probability": 0.96142578125}, {"start": 1803.91, "end": 1804.23, "word": " خلاص", "probability": 0.84814453125}, {"start": 1804.23, "end": 1804.99, "word": " و", "probability": 0.347900390625}, {"start": 1804.99, "end": 1805.29, "word": " نجسه", "probability": 0.8243408203125}, {"start": 1805.29, "end": 1805.51, "word": " كما", "probability": 0.934814453125}, {"start": 1805.51, "end": 1805.79, "word": " هو", "probability": 0.99365234375}, {"start": 1805.79, "end": 1806.61, "word": " بشكل", "probability": 0.9645182291666666}, {"start": 1806.61, "end": 1806.99, "word": " و", "probability": 0.404052734375}, {"start": 1806.99, "end": 1807.17, "word": " هذه", "probability": 0.5283203125}, {"start": 1807.17, "end": 1807.31, "word": " هي", "probability": 0.87890625}, {"start": 1807.31, "end": 1807.55, "word": " الاكثر", "probability": 0.7716471354166666}, {"start": 1807.55, "end": 1808.05, "word": " استخداما", "probability": 0.83359375}, {"start": 1808.05, "end": 1808.57, "word": " للحقيقة", "probability": 0.855224609375}, {"start": 1808.57, "end": 1809.15, "word": " اللي", "probability": 0.8798828125}, {"start": 1809.15, "end": 1809.35, "word": " هي", "probability": 0.9189453125}, {"start": 1809.35, "end": 1809.75, "word": " عملية", "probability": 0.9869791666666666}, {"start": 1809.75, "end": 1809.91, "word": " ال", "probability": 0.6025390625}, {"start": 1809.91, "end": 1810.13, "word": " clipping", "probability": 0.76025390625}, {"start": 1810.13, "end": 1810.53, "word": " بهذا", "probability": 0.91943359375}, {"start": 1810.53, "end": 1810.91, "word": " الشكل", "probability": 0.991455078125}, {"start": 1810.91, "end": 1812.63, "word": " ناخد", "probability": 0.9689127604166666}, {"start": 1812.63, "end": 1813.13, "word": " الجزء", "probability": 0.9777018229166666}, {"start": 1813.13, "end": 1813.51, "word": " هذا", "probability": 0.9111328125}, {"start": 1813.51, "end": 1814.75, "word": " و", "probability": 0.9658203125}, {"start": 1814.75, "end": 1815.01, "word": " نقول", "probability": 0.950439453125}, {"start": 1815.01, "end": 1815.25, "word": " هذا", "probability": 0.9482421875}, {"start": 1815.25, "end": 1815.85, "word": " الناتج", "probability": 0.82269287109375}, {"start": 1815.85, "end": 1816.29, "word": " ل", "probability": 0.7861328125}, {"start": 1816.29, "end": 1817.33, "word": " C2", "probability": 0.5599365234375}, {"start": 1817.33, "end": 1817.69, "word": " ل", "probability": 0.358642578125}, {"start": 1817.69, "end": 1819.65, "word": " C2", "probability": 0.744873046875}, {"start": 1819.65, "end": 1820.33, "word": " كويسة", "probability": 0.8326416015625}, {"start": 1820.33, "end": 1820.99, "word": " الان", "probability": 0.595947265625}, {"start": 1820.99, "end": 1821.59, "word": " بالنسبة", "probability": 0.994384765625}, {"start": 1821.59, "end": 1821.67, "word": " ل", "probability": 0.95703125}, {"start": 1821.67, "end": 1822.29, "word": " C3", "probability": 0.96484375}], "temperature": 1.0}, {"id": 74, "seek": 185371, "start": 1824.29, "end": 1853.71, "text": "ممكن يكون نفس الشغلة إن جُص عنده ونقول هي C3 كويس هذه طريقة ال clipping والغالب زي ما قلنا هي المستعمل أكتر في الطريقة التانية الطريقة التانية إنه أجي أقطع هنا نفس الشكل ال shape نفسها لل relationship هذه بنضغطها فبنعمل scaling على جد القيمة اللي المفروض نعمل قطع عندها عند ال O.5", "tokens": [2304, 43020, 7251, 30544, 8717, 36178, 25124, 17082, 37977, 36145, 10874, 10859, 9381, 43242, 3224, 4032, 1863, 39648, 39896, 383, 18, 9122, 45865, 3794, 29538, 23032, 16572, 28671, 2423, 49320, 4032, 6027, 17082, 6027, 3555, 30767, 1829, 19446, 12174, 1211, 8315, 39896, 9673, 14851, 25957, 1211, 5551, 4117, 2655, 2288, 8978, 41950, 16572, 28671, 16712, 7649, 10632, 41950, 16572, 28671, 16712, 7649, 10632, 36145, 3224, 5551, 7435, 1829, 5551, 47432, 3615, 34105, 8717, 36178, 25124, 28820, 2423, 3909, 8717, 36178, 11296, 24976, 2480, 29538, 44945, 11242, 17082, 9566, 11296, 6156, 3555, 1863, 25957, 1211, 21589, 15844, 10874, 3215, 25062, 32640, 3660, 13672, 1829, 9673, 5172, 32887, 11242, 8717, 25957, 1211, 12174, 9566, 3615, 43242, 11296, 43242, 2423, 422, 13, 20], "avg_logprob": -0.2209452459634828, "compression_ratio": 1.7640449438202248, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1824.29, "end": 1824.71, "word": "ممكن", "probability": 0.83447265625}, {"start": 1824.71, "end": 1824.97, "word": " يكون", "probability": 0.906005859375}, {"start": 1824.97, "end": 1825.25, "word": " نفس", "probability": 0.99072265625}, {"start": 1825.25, "end": 1825.73, "word": " الشغلة", "probability": 0.7171223958333334}, {"start": 1825.73, "end": 1826.17, "word": " إن", "probability": 0.1741943359375}, {"start": 1826.17, "end": 1826.51, "word": " جُص", "probability": 0.6380208333333334}, {"start": 1826.51, "end": 1827.05, "word": " عنده", "probability": 0.974853515625}, {"start": 1827.05, "end": 1827.41, "word": " ونقول", "probability": 0.7443033854166666}, {"start": 1827.41, "end": 1827.57, "word": " هي", "probability": 0.448974609375}, {"start": 1827.57, "end": 1828.05, "word": " C3", "probability": 0.73974609375}, {"start": 1828.05, "end": 1828.67, "word": " كويس", "probability": 0.8240559895833334}, {"start": 1828.67, "end": 1829.23, "word": " هذه", "probability": 0.37451171875}, {"start": 1829.23, "end": 1829.57, "word": " طريقة", "probability": 0.982421875}, {"start": 1829.57, "end": 1829.71, "word": " ال", "probability": 0.8037109375}, {"start": 1829.71, "end": 1829.97, "word": " clipping", "probability": 0.505859375}, {"start": 1829.97, "end": 1830.91, "word": " والغالب", "probability": 0.75791015625}, {"start": 1830.91, "end": 1831.05, "word": " زي", "probability": 0.63037109375}, {"start": 1831.05, "end": 1831.15, "word": " ما", "probability": 0.97216796875}, {"start": 1831.15, "end": 1831.37, "word": " قلنا", "probability": 0.8396809895833334}, {"start": 1831.37, "end": 1831.51, "word": " هي", "probability": 0.853515625}, {"start": 1831.51, "end": 1831.91, "word": " المستعمل", "probability": 0.9559326171875}, {"start": 1831.91, "end": 1832.21, "word": " أكتر", "probability": 0.9195556640625}, {"start": 1832.21, "end": 1832.53, "word": " في", "probability": 0.77197265625}, {"start": 1832.53, "end": 1832.95, "word": " الطريقة", "probability": 0.8445638020833334}, {"start": 1832.95, "end": 1833.47, "word": " التانية", "probability": 0.9783528645833334}, {"start": 1833.47, "end": 1834.65, "word": " الطريقة", "probability": 0.8513997395833334}, {"start": 1834.65, "end": 1835.11, "word": " التانية", "probability": 0.9881184895833334}, {"start": 1835.11, "end": 1835.95, "word": " إنه", "probability": 0.716796875}, {"start": 1835.95, "end": 1836.23, "word": " أجي", "probability": 0.8702799479166666}, {"start": 1836.23, "end": 1836.59, "word": " أقطع", "probability": 0.9690755208333334}, {"start": 1836.59, "end": 1836.93, "word": " هنا", "probability": 0.95947265625}, {"start": 1836.93, "end": 1839.01, "word": " نفس", "probability": 0.9794921875}, {"start": 1839.01, "end": 1839.65, "word": " الشكل", "probability": 0.989990234375}, {"start": 1839.65, "end": 1840.05, "word": " ال", "probability": 0.39111328125}, {"start": 1840.05, "end": 1840.39, "word": " shape", "probability": 0.7138671875}, {"start": 1840.39, "end": 1841.31, "word": " نفسها", "probability": 0.9947916666666666}, {"start": 1841.31, "end": 1841.99, "word": " لل", "probability": 0.48828125}, {"start": 1841.99, "end": 1842.63, "word": " relationship", "probability": 0.849609375}, {"start": 1842.63, "end": 1843.23, "word": " هذه", "probability": 0.51025390625}, {"start": 1843.23, "end": 1845.97, "word": " بنضغطها", "probability": 0.94326171875}, {"start": 1845.97, "end": 1846.49, "word": " فبنعمل", "probability": 0.834375}, {"start": 1846.49, "end": 1847.07, "word": " scaling", "probability": 0.34033203125}, {"start": 1847.07, "end": 1848.03, "word": " على", "probability": 0.837890625}, {"start": 1848.03, "end": 1848.55, "word": " جد", "probability": 0.995361328125}, {"start": 1848.55, "end": 1850.63, "word": " القيمة", "probability": 0.97900390625}, {"start": 1850.63, "end": 1851.03, "word": " اللي", "probability": 0.782470703125}, {"start": 1851.03, "end": 1851.37, "word": " المفروض", "probability": 0.9896240234375}, {"start": 1851.37, "end": 1851.71, "word": " نعمل", "probability": 0.9890950520833334}, {"start": 1851.71, "end": 1852.13, "word": " قطع", "probability": 0.8224283854166666}, {"start": 1852.13, "end": 1852.55, "word": " عندها", "probability": 0.982177734375}, {"start": 1852.55, "end": 1852.85, "word": " عند", "probability": 0.381103515625}, {"start": 1852.85, "end": 1852.99, "word": " ال", "probability": 0.953125}, {"start": 1852.99, "end": 1853.11, "word": " O", "probability": 0.322998046875}, {"start": 1853.11, "end": 1853.71, "word": ".5", "probability": 0.842529296875}], "temperature": 1.0}, {"id": 75, "seek": 187687, "start": 1854.63, "end": 1876.87, "text": "فبناخد الجزء هذا هيك بهذا الشكل ففي طريقتين زي ما قلنا طريقة ال clipping هي الأكثر استخداما ففي عندك clipping وفي عندك scaling هذه طريقة و هذه طريقة و زي ما شوفنا ممكن تكون بهذا الشكل ال shape اللي كان عندك .. كيف شكل ال shape نفسه هو نفسه بحافظ عليه", "tokens": [5172, 3555, 1863, 47283, 3215, 25724, 11622, 38207, 23758, 39896, 4117, 39627, 15730, 25124, 28820, 6156, 41185, 23032, 16572, 38149, 9957, 30767, 1829, 19446, 12174, 1211, 8315, 23032, 16572, 28671, 2423, 49320, 39896, 16247, 4117, 49115, 44713, 9778, 3215, 10943, 995, 6156, 41185, 43242, 4117, 49320, 4032, 41185, 43242, 4117, 21589, 29538, 23032, 16572, 28671, 4032, 29538, 23032, 16572, 28671, 4032, 30767, 1829, 19446, 13412, 38688, 8315, 3714, 43020, 6055, 30544, 39627, 15730, 25124, 28820, 2423, 3909, 13672, 1829, 25961, 43242, 4117, 4386, 9122, 33911, 13412, 28820, 2423, 3909, 8717, 36178, 3224, 31439, 8717, 36178, 3224, 4724, 5016, 31845, 19913, 47356], "avg_logprob": -0.1287530627028615, "compression_ratio": 1.966824644549763, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1854.63, "end": 1855.35, "word": "فبناخد", "probability": 0.8640625}, {"start": 1855.35, "end": 1855.79, "word": " الجزء", "probability": 0.9757486979166666}, {"start": 1855.79, "end": 1856.11, "word": " هذا", "probability": 0.5302734375}, {"start": 1856.11, "end": 1856.35, "word": " هيك", "probability": 0.6024169921875}, {"start": 1856.35, "end": 1856.59, "word": " بهذا", "probability": 0.8798828125}, {"start": 1856.59, "end": 1856.97, "word": " الشكل", "probability": 0.990478515625}, {"start": 1856.97, "end": 1860.31, "word": " ففي", "probability": 0.8525390625}, {"start": 1860.31, "end": 1860.97, "word": " طريقتين", "probability": 0.9783935546875}, {"start": 1860.97, "end": 1861.39, "word": " زي", "probability": 0.83056640625}, {"start": 1861.39, "end": 1861.45, "word": " ما", "probability": 0.978515625}, {"start": 1861.45, "end": 1861.83, "word": " قلنا", "probability": 0.9093424479166666}, {"start": 1861.83, "end": 1862.53, "word": " طريقة", "probability": 0.9796549479166666}, {"start": 1862.53, "end": 1862.77, "word": " ال", "probability": 0.8603515625}, {"start": 1862.77, "end": 1863.07, "word": " clipping", "probability": 0.87744140625}, {"start": 1863.07, "end": 1863.35, "word": " هي", "probability": 0.96337890625}, {"start": 1863.35, "end": 1863.77, "word": " الأكثر", "probability": 0.78125}, {"start": 1863.77, "end": 1864.51, "word": " استخداما", "probability": 0.97265625}, {"start": 1864.51, "end": 1864.99, "word": " ففي", "probability": 0.910888671875}, {"start": 1864.99, "end": 1865.29, "word": " عندك", "probability": 0.666015625}, {"start": 1865.29, "end": 1865.77, "word": " clipping", "probability": 0.908203125}, {"start": 1865.77, "end": 1866.19, "word": " وفي", "probability": 0.8017578125}, {"start": 1866.19, "end": 1866.87, "word": " عندك", "probability": 0.869873046875}, {"start": 1866.87, "end": 1867.57, "word": " scaling", "probability": 0.9580078125}, {"start": 1867.57, "end": 1868.31, "word": " هذه", "probability": 0.52099609375}, {"start": 1868.31, "end": 1868.79, "word": " طريقة", "probability": 0.97265625}, {"start": 1868.79, "end": 1868.93, "word": " و", "probability": 0.83642578125}, {"start": 1868.93, "end": 1869.09, "word": " هذه", "probability": 0.77197265625}, {"start": 1869.09, "end": 1869.55, "word": " طريقة", "probability": 0.9866536458333334}, {"start": 1869.55, "end": 1869.71, "word": " و", "probability": 0.8203125}, {"start": 1869.71, "end": 1869.83, "word": " زي", "probability": 0.89990234375}, {"start": 1869.83, "end": 1869.91, "word": " ما", "probability": 0.978515625}, {"start": 1869.91, "end": 1870.33, "word": " شوفنا", "probability": 0.8199869791666666}, {"start": 1870.33, "end": 1870.95, "word": " ممكن", "probability": 0.98193359375}, {"start": 1870.95, "end": 1871.37, "word": " تكون", "probability": 0.977783203125}, {"start": 1871.37, "end": 1871.75, "word": " بهذا", "probability": 0.97900390625}, {"start": 1871.75, "end": 1872.19, "word": " الشكل", "probability": 0.99169921875}, {"start": 1872.19, "end": 1872.99, "word": " ال", "probability": 0.6435546875}, {"start": 1872.99, "end": 1873.21, "word": " shape", "probability": 0.9462890625}, {"start": 1873.21, "end": 1873.37, "word": " اللي", "probability": 0.872314453125}, {"start": 1873.37, "end": 1873.53, "word": " كان", "probability": 0.955078125}, {"start": 1873.53, "end": 1873.99, "word": " عندك", "probability": 0.96142578125}, {"start": 1873.99, "end": 1874.23, "word": " ..", "probability": 0.280517578125}, {"start": 1874.23, "end": 1874.39, "word": " كيف", "probability": 0.8974609375}, {"start": 1874.39, "end": 1874.63, "word": " شكل", "probability": 0.974853515625}, {"start": 1874.63, "end": 1874.75, "word": " ال", "probability": 0.81787109375}, {"start": 1874.75, "end": 1874.95, "word": " shape", "probability": 0.9580078125}, {"start": 1874.95, "end": 1875.45, "word": " نفسه", "probability": 0.9913736979166666}, {"start": 1875.45, "end": 1875.81, "word": " هو", "probability": 0.900390625}, {"start": 1875.81, "end": 1876.11, "word": " نفسه", "probability": 0.9860026041666666}, {"start": 1876.11, "end": 1876.55, "word": " بحافظ", "probability": 0.9866943359375}, {"start": 1876.55, "end": 1876.87, "word": " عليه", "probability": 0.97802734375}], "temperature": 1.0}, {"id": 76, "seek": 189499, "start": 1877.73, "end": 1894.99, "text": "لكن في قيمة القطع اللى المفروض اقطع عنده ال clipping لأ بقطعه خلاص و بنجف على هيك و هي أسهل و يقل أكتر استخداما للحقيقة فاحنا هنستخدم جزئية ال clipping رغم أن هو يوجد أكتر من طريقة كويس الجزء التالت", "tokens": [1211, 19452, 8978, 12174, 32640, 3660, 25062, 9566, 3615, 13672, 7578, 9673, 5172, 32887, 11242, 1975, 47432, 3615, 43242, 3224, 2423, 49320, 5296, 10721, 4724, 47432, 3615, 3224, 16490, 1211, 33546, 4032, 44945, 7435, 5172, 15844, 39896, 4117, 4032, 39896, 5551, 3794, 3224, 1211, 4032, 7251, 4587, 1211, 5551, 4117, 2655, 2288, 44713, 9778, 3215, 10943, 995, 24976, 5016, 38436, 28671, 6156, 39319, 8315, 8032, 1863, 14851, 9778, 40448, 10874, 11622, 19986, 10632, 2423, 49320, 12602, 17082, 2304, 14739, 31439, 7251, 29245, 3215, 5551, 4117, 2655, 2288, 9154, 23032, 16572, 28671, 9122, 45865, 3794, 25724, 11622, 38207, 16712, 6027, 2655], "avg_logprob": -0.1655321752670968, "compression_ratio": 1.705, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 1877.73, "end": 1878.33, "word": "لكن", "probability": 0.7666015625}, {"start": 1878.33, "end": 1878.71, "word": " في", "probability": 0.85498046875}, {"start": 1878.71, "end": 1879.33, "word": " قيمة", "probability": 0.99560546875}, {"start": 1879.33, "end": 1880.19, "word": " القطع", "probability": 0.94189453125}, {"start": 1880.19, "end": 1880.33, "word": " اللى", "probability": 0.821044921875}, {"start": 1880.33, "end": 1880.63, "word": " المفروض", "probability": 0.95654296875}, {"start": 1880.63, "end": 1880.91, "word": " اقطع", "probability": 0.8492838541666666}, {"start": 1880.91, "end": 1881.39, "word": " عنده", "probability": 0.960693359375}, {"start": 1881.39, "end": 1881.71, "word": " ال", "probability": 0.12200927734375}, {"start": 1881.71, "end": 1881.95, "word": " clipping", "probability": 0.5810546875}, {"start": 1881.95, "end": 1882.31, "word": " لأ", "probability": 0.937744140625}, {"start": 1882.31, "end": 1882.75, "word": " بقطعه", "probability": 0.9007568359375}, {"start": 1882.75, "end": 1883.05, "word": " خلاص", "probability": 0.94384765625}, {"start": 1883.05, "end": 1883.23, "word": " و", "probability": 0.77490234375}, {"start": 1883.23, "end": 1883.83, "word": " بنجف", "probability": 0.7102864583333334}, {"start": 1883.83, "end": 1883.97, "word": " على", "probability": 0.68408203125}, {"start": 1883.97, "end": 1884.23, "word": " هيك", "probability": 0.95263671875}, {"start": 1884.23, "end": 1884.27, "word": " و", "probability": 0.60302734375}, {"start": 1884.27, "end": 1884.39, "word": " هي", "probability": 0.7119140625}, {"start": 1884.39, "end": 1884.89, "word": " أسهل", "probability": 0.86431884765625}, {"start": 1884.89, "end": 1885.37, "word": " و", "probability": 0.88037109375}, {"start": 1885.37, "end": 1885.57, "word": " يقل", "probability": 0.7513020833333334}, {"start": 1885.57, "end": 1885.87, "word": " أكتر", "probability": 0.8216552734375}, {"start": 1885.87, "end": 1886.43, "word": " استخداما", "probability": 0.955078125}, {"start": 1886.43, "end": 1886.91, "word": " للحقيقة", "probability": 0.84356689453125}, {"start": 1886.91, "end": 1887.45, "word": " فاحنا", "probability": 0.9581705729166666}, {"start": 1887.45, "end": 1888.17, "word": " هنستخدم", "probability": 0.968359375}, {"start": 1888.17, "end": 1889.07, "word": " جزئية", "probability": 0.839599609375}, {"start": 1889.07, "end": 1889.23, "word": " ال", "probability": 0.953125}, {"start": 1889.23, "end": 1889.59, "word": " clipping", "probability": 0.99267578125}, {"start": 1889.59, "end": 1889.93, "word": " رغم", "probability": 0.9876302083333334}, {"start": 1889.93, "end": 1890.05, "word": " أن", "probability": 0.57177734375}, {"start": 1890.05, "end": 1890.21, "word": " هو", "probability": 0.69580078125}, {"start": 1890.21, "end": 1890.49, "word": " يوجد", "probability": 0.9677734375}, {"start": 1890.49, "end": 1890.85, "word": " أكتر", "probability": 0.937744140625}, {"start": 1890.85, "end": 1891.03, "word": " من", "probability": 0.994140625}, {"start": 1891.03, "end": 1891.61, "word": " طريقة", "probability": 0.9864908854166666}, {"start": 1891.61, "end": 1892.35, "word": " كويس", "probability": 0.7684733072916666}, {"start": 1892.35, "end": 1893.69, "word": " الجزء", "probability": 0.8766276041666666}, {"start": 1893.69, "end": 1894.99, "word": " التالت", "probability": 0.9853515625}], "temperature": 1.0}, {"id": 77, "seek": 192467, "start": 1896.17, "end": 1924.67, "text": "اللي بدنا نشتغل عليه هي الخطوة تلاتة الـ aggregation of the rule outputs صار فيه عندى outputs اتجمعت من مجموعة ال rules فصار عندى على حسب عدد ال rules عدد outputs اللي دلوقتي بدنا نعملهم تجميع كلهم بدنا نجمحهم فهنمسك C1 C2 وC3 ونشوف إذا C1 نتجت من أكتر من rule", "tokens": [6027, 20292, 47525, 8315, 8717, 8592, 2655, 17082, 1211, 47356, 39896, 33962, 9566, 2407, 3660, 6055, 1211, 9307, 3660, 2423, 39184, 16743, 399, 295, 264, 4978, 23930, 20328, 9640, 8978, 3224, 43242, 7578, 23930, 1975, 2655, 7435, 2304, 34268, 9154, 3714, 7435, 2304, 2407, 27884, 2423, 4474, 6156, 9381, 9640, 43242, 7578, 15844, 11331, 35457, 6225, 3215, 3215, 2423, 4474, 6225, 3215, 3215, 23930, 13672, 1829, 11778, 1211, 30543, 31371, 47525, 8315, 8717, 25957, 1211, 16095, 6055, 7435, 2304, 40228, 28242, 16095, 47525, 8315, 8717, 7435, 2304, 5016, 16095, 6156, 3224, 1863, 2304, 3794, 4117, 383, 16, 383, 17, 4032, 34, 18, 4032, 1863, 8592, 38688, 11933, 15730, 383, 16, 8717, 2655, 7435, 2655, 9154, 5551, 4117, 2655, 2288, 9154, 4978], "avg_logprob": -0.17021003854079325, "compression_ratio": 1.7172995780590716, "no_speech_prob": 0.0, "words": [{"start": 1896.17, "end": 1896.41, "word": "اللي", "probability": 0.73486328125}, {"start": 1896.41, "end": 1896.63, "word": " بدنا", "probability": 0.88330078125}, {"start": 1896.63, "end": 1897.11, "word": " نشتغل", "probability": 0.987890625}, {"start": 1897.11, "end": 1897.81, "word": " عليه", "probability": 0.93603515625}, {"start": 1897.81, "end": 1898.45, "word": " هي", "probability": 0.80810546875}, {"start": 1898.45, "end": 1898.99, "word": " الخطوة", "probability": 0.9520263671875}, {"start": 1898.99, "end": 1899.41, "word": " تلاتة", "probability": 0.81591796875}, {"start": 1899.41, "end": 1899.63, "word": " الـ", "probability": 0.4857177734375}, {"start": 1899.63, "end": 1900.29, "word": " aggregation", "probability": 0.7291259765625}, {"start": 1900.29, "end": 1901.05, "word": " of", "probability": 0.9677734375}, {"start": 1901.05, "end": 1901.61, "word": " the", "probability": 0.763671875}, {"start": 1901.61, "end": 1901.81, "word": " rule", "probability": 0.75439453125}, {"start": 1901.81, "end": 1902.45, "word": " outputs", "probability": 0.85009765625}, {"start": 1902.45, "end": 1903.15, "word": " صار", "probability": 0.810791015625}, {"start": 1903.15, "end": 1903.29, "word": " فيه", "probability": 0.5662841796875}, {"start": 1903.29, "end": 1903.59, "word": " عندى", "probability": 0.51123046875}, {"start": 1903.59, "end": 1904.31, "word": " outputs", "probability": 0.92919921875}, {"start": 1904.31, "end": 1905.09, "word": " اتجمعت", "probability": 0.94912109375}, {"start": 1905.09, "end": 1905.27, "word": " من", "probability": 0.994140625}, {"start": 1905.27, "end": 1905.85, "word": " مجموعة", "probability": 0.9201171875}, {"start": 1905.85, "end": 1906.07, "word": " ال", "probability": 0.97119140625}, {"start": 1906.07, "end": 1907.73, "word": " rules", "probability": 0.6416015625}, {"start": 1907.73, "end": 1908.35, "word": " فصار", "probability": 0.96142578125}, {"start": 1908.35, "end": 1908.71, "word": " عندى", "probability": 0.910888671875}, {"start": 1908.71, "end": 1908.99, "word": " على", "probability": 0.8759765625}, {"start": 1908.99, "end": 1909.33, "word": " حسب", "probability": 0.99755859375}, {"start": 1909.33, "end": 1909.69, "word": " عدد", "probability": 0.9918619791666666}, {"start": 1909.69, "end": 1909.83, "word": " ال", "probability": 0.974609375}, {"start": 1909.83, "end": 1910.13, "word": " rules", "probability": 0.830078125}, {"start": 1910.13, "end": 1910.51, "word": " عدد", "probability": 0.9783528645833334}, {"start": 1910.51, "end": 1910.97, "word": " outputs", "probability": 0.912109375}, {"start": 1910.97, "end": 1911.33, "word": " اللي", "probability": 0.81689453125}, {"start": 1911.33, "end": 1911.51, "word": " دلوقتي", "probability": 0.5660858154296875}, {"start": 1911.51, "end": 1912.03, "word": " بدنا", "probability": 0.6324462890625}, {"start": 1912.03, "end": 1912.75, "word": " نعملهم", "probability": 0.957763671875}, {"start": 1912.75, "end": 1913.33, "word": " تجميع", "probability": 0.9661865234375}, {"start": 1913.33, "end": 1914.47, "word": " كلهم", "probability": 0.814208984375}, {"start": 1914.47, "end": 1914.71, "word": " بدنا", "probability": 0.932861328125}, {"start": 1914.71, "end": 1915.31, "word": " نجمحهم", "probability": 0.92021484375}, {"start": 1915.31, "end": 1916.29, "word": " فهنمسك", "probability": 0.9112955729166666}, {"start": 1916.29, "end": 1917.93, "word": " C1", "probability": 0.734130859375}, {"start": 1917.93, "end": 1919.45, "word": " C2", "probability": 0.693115234375}, {"start": 1919.45, "end": 1920.51, "word": " وC3", "probability": 0.8165690104166666}, {"start": 1920.51, "end": 1921.27, "word": " ونشوف", "probability": 0.9844970703125}, {"start": 1921.27, "end": 1921.67, "word": " إذا", "probability": 0.8916015625}, {"start": 1921.67, "end": 1922.47, "word": " C1", "probability": 0.9599609375}, {"start": 1922.47, "end": 1923.67, "word": " نتجت", "probability": 0.9801025390625}, {"start": 1923.67, "end": 1923.83, "word": " من", "probability": 0.98291015625}, {"start": 1923.83, "end": 1924.19, "word": " أكتر", "probability": 0.9654541015625}, {"start": 1924.19, "end": 1924.39, "word": " من", "probability": 0.98876953125}, {"start": 1924.39, "end": 1924.67, "word": " rule", "probability": 0.83349609375}], "temperature": 1.0}, {"id": 78, "seek": 193666, "start": 1926.68, "end": 1936.66, "text": "إيش بنسوي؟ بنشتغل نفس فكرة لو عندي أكتر من rule و بنعمل عملية التأكيد أو عدم التأكيد", "tokens": [28814, 1829, 8592, 44945, 3794, 45865, 22807, 44945, 8592, 2655, 17082, 1211, 8717, 36178, 6156, 4117, 25720, 45164, 18871, 16254, 5551, 4117, 2655, 2288, 9154, 4978, 4032, 44945, 25957, 1211, 6225, 42213, 10632, 16712, 10721, 4117, 25708, 34051, 6225, 40448, 16712, 10721, 4117, 25708], "avg_logprob": -0.07829861111111111, "compression_ratio": 1.3962264150943395, "no_speech_prob": 0.0, "words": [{"start": 1926.68, "end": 1927.52, "word": "إيش", "probability": 0.735595703125}, {"start": 1927.52, "end": 1928.36, "word": " بنسوي؟", "probability": 0.8983154296875}, {"start": 1928.36, "end": 1929.08, "word": " بنشتغل", "probability": 0.97841796875}, {"start": 1929.08, "end": 1929.62, "word": " نفس", "probability": 0.9619140625}, {"start": 1929.62, "end": 1930.04, "word": " فكرة", "probability": 0.9820963541666666}, {"start": 1930.04, "end": 1930.32, "word": " لو", "probability": 0.9384765625}, {"start": 1930.32, "end": 1930.6, "word": " عندي", "probability": 0.837158203125}, {"start": 1930.6, "end": 1930.96, "word": " أكتر", "probability": 0.9844970703125}, {"start": 1930.96, "end": 1931.14, "word": " من", "probability": 0.99658203125}, {"start": 1931.14, "end": 1931.42, "word": " rule", "probability": 0.7353515625}, {"start": 1931.42, "end": 1931.84, "word": " و", "probability": 0.7294921875}, {"start": 1931.84, "end": 1932.76, "word": " بنعمل", "probability": 0.955078125}, {"start": 1932.76, "end": 1934.8, "word": " عملية", "probability": 0.9959309895833334}, {"start": 1934.8, "end": 1935.3, "word": " التأكيد", "probability": 0.99755859375}, {"start": 1935.3, "end": 1935.48, "word": " أو", "probability": 0.84912109375}, {"start": 1935.48, "end": 1935.72, "word": " عدم", "probability": 0.9814453125}, {"start": 1935.72, "end": 1936.66, "word": " التأكيد", "probability": 0.998046875}], "temperature": 1.0}, {"id": 79, "seek": 196398, "start": 1937.92, "end": 1963.98, "text": "أما إذا كان زي الحالة اللي عندي .. عندي C1 عندي C2 وعندي C3 و بس فبنحطهم جانب بعض و بنجمحهم بهذا الشكل .. هنحطهم و نجمحهم بهذا الشكل فبيصبح عندي ال summation أو ال aggregation للكل هو هذا الشكل اللي موجود عندي 0.1 0.2 0.5 .. 0.5 تمام", "tokens": [10721, 15042, 11933, 15730, 25961, 30767, 1829, 21542, 6027, 3660, 13672, 1829, 18871, 16254, 4386, 18871, 16254, 383, 16, 18871, 16254, 383, 17, 4032, 3615, 1863, 16254, 383, 18, 4032, 4724, 3794, 6156, 3555, 1863, 5016, 9566, 16095, 10874, 7649, 3555, 45030, 11242, 4032, 44945, 7435, 2304, 5016, 16095, 39627, 15730, 25124, 28820, 4386, 8032, 1863, 5016, 9566, 16095, 4032, 8717, 7435, 2304, 5016, 16095, 39627, 15730, 25124, 28820, 6156, 21292, 9381, 49628, 18871, 16254, 2423, 28811, 34051, 2423, 16743, 399, 5296, 23275, 1211, 31439, 23758, 25124, 28820, 13672, 1829, 3714, 29245, 23328, 43242, 1829, 1958, 13, 16, 1958, 13, 17, 1958, 13, 20, 4386, 1958, 13, 20, 46811, 10943], "avg_logprob": -0.17553491232631444, "compression_ratio": 1.8606965174129353, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 1937.92, "end": 1938.38, "word": "أما", "probability": 0.965087890625}, {"start": 1938.38, "end": 1938.94, "word": " إذا", "probability": 0.853271484375}, {"start": 1938.94, "end": 1939.18, "word": " كان", "probability": 0.94921875}, {"start": 1939.18, "end": 1939.34, "word": " زي", "probability": 0.89990234375}, {"start": 1939.34, "end": 1939.7, "word": " الحالة", "probability": 0.9874674479166666}, {"start": 1939.7, "end": 1939.82, "word": " اللي", "probability": 0.864013671875}, {"start": 1939.82, "end": 1940.2, "word": " عندي", "probability": 0.7181396484375}, {"start": 1940.2, "end": 1940.42, "word": " ..", "probability": 0.292236328125}, {"start": 1940.42, "end": 1940.7, "word": " عندي", "probability": 0.7227783203125}, {"start": 1940.7, "end": 1941.3, "word": " C1", "probability": 0.681640625}, {"start": 1941.3, "end": 1941.9, "word": " عندي", "probability": 0.64013671875}, {"start": 1941.9, "end": 1942.44, "word": " C2", "probability": 0.9833984375}, {"start": 1942.44, "end": 1943.0, "word": " وعندي", "probability": 0.8145751953125}, {"start": 1943.0, "end": 1943.56, "word": " C3", "probability": 0.982177734375}, {"start": 1943.56, "end": 1943.96, "word": " و", "probability": 0.525390625}, {"start": 1943.96, "end": 1944.3, "word": " بس", "probability": 0.771484375}, {"start": 1944.3, "end": 1945.2, "word": " فبنحطهم", "probability": 0.91748046875}, {"start": 1945.2, "end": 1945.54, "word": " جانب", "probability": 0.826171875}, {"start": 1945.54, "end": 1945.9, "word": " بعض", "probability": 0.995361328125}, {"start": 1945.9, "end": 1946.32, "word": " و", "probability": 0.62841796875}, {"start": 1946.32, "end": 1947.06, "word": " بنجمحهم", "probability": 0.90400390625}, {"start": 1947.06, "end": 1947.6, "word": " بهذا", "probability": 0.946533203125}, {"start": 1947.6, "end": 1947.96, "word": " الشكل", "probability": 0.99267578125}, {"start": 1947.96, "end": 1948.64, "word": " ..", "probability": 0.40087890625}, {"start": 1948.64, "end": 1949.24, "word": " هنحطهم", "probability": 0.940625}, {"start": 1949.24, "end": 1949.66, "word": " و", "probability": 0.97900390625}, {"start": 1949.66, "end": 1950.16, "word": " نجمحهم", "probability": 0.883154296875}, {"start": 1950.16, "end": 1950.44, "word": " بهذا", "probability": 0.99072265625}, {"start": 1950.44, "end": 1950.8, "word": " الشكل", "probability": 0.989501953125}, {"start": 1950.8, "end": 1951.76, "word": " فبيصبح", "probability": 0.8900146484375}, {"start": 1951.76, "end": 1952.14, "word": " عندي", "probability": 0.868408203125}, {"start": 1952.14, "end": 1952.42, "word": " ال", "probability": 0.759765625}, {"start": 1952.42, "end": 1952.78, "word": " summation", "probability": 0.76123046875}, {"start": 1952.78, "end": 1953.02, "word": " أو", "probability": 0.72900390625}, {"start": 1953.02, "end": 1953.46, "word": " ال", "probability": 0.97216796875}, {"start": 1953.46, "end": 1954.32, "word": " aggregation", "probability": 0.85400390625}, {"start": 1954.32, "end": 1955.58, "word": " للكل", "probability": 0.81298828125}, {"start": 1955.58, "end": 1955.8, "word": " هو", "probability": 0.93505859375}, {"start": 1955.8, "end": 1956.0, "word": " هذا", "probability": 0.94677734375}, {"start": 1956.0, "end": 1956.44, "word": " الشكل", "probability": 0.99072265625}, {"start": 1956.44, "end": 1956.86, "word": " اللي", "probability": 0.97021484375}, {"start": 1956.86, "end": 1957.18, "word": " موجود", "probability": 0.9737955729166666}, {"start": 1957.18, "end": 1957.66, "word": " عندي", "probability": 0.654541015625}, {"start": 1957.66, "end": 1958.04, "word": " 0", "probability": 0.37841796875}, {"start": 1958.04, "end": 1958.68, "word": ".1", "probability": 0.99365234375}, {"start": 1958.68, "end": 1959.4, "word": " 0", "probability": 0.64501953125}, {"start": 1959.4, "end": 1960.02, "word": ".2", "probability": 0.99560546875}, {"start": 1960.02, "end": 1960.74, "word": " 0", "probability": 0.8798828125}, {"start": 1960.74, "end": 1961.84, "word": ".5", "probability": 0.994140625}, {"start": 1961.84, "end": 1962.24, "word": " ..", "probability": 0.61083984375}, {"start": 1962.24, "end": 1962.32, "word": " 0", "probability": 0.6044921875}, {"start": 1962.32, "end": 1962.86, "word": ".5", "probability": 0.997314453125}, {"start": 1962.86, "end": 1963.98, "word": " تمام", "probability": 0.906005859375}], "temperature": 1.0}, {"id": 80, "seek": 198923, "start": 1964.79, "end": 1989.23, "text": "الان بعد ما خلصنا هذا الجزء بيظل عملية اخيرة هي الـ diversification في عملية ال diversification انا كيف ممكن ارجع الشكل هذا اللي هو fuzzy انا قاعد بقولله هي .. يعني احنا متكلم هنا عن ال C اللي هي ال risk هي risk او not risk", "tokens": [6027, 7649, 39182, 19446, 16490, 1211, 9381, 8315, 23758, 25724, 11622, 38207, 4724, 1829, 19913, 1211, 6225, 42213, 10632, 1975, 9778, 48923, 39896, 2423, 39184, 6111, 3774, 8978, 6225, 42213, 10632, 2423, 6111, 3774, 1975, 8315, 9122, 33911, 3714, 43020, 1975, 47341, 3615, 25124, 28820, 23758, 13672, 1829, 31439, 34710, 1975, 8315, 12174, 995, 22488, 4724, 39648, 43761, 39896, 4386, 37495, 22653, 1975, 5016, 8315, 44650, 4117, 19528, 34105, 18871, 2423, 383, 13672, 1829, 39896, 2423, 3148, 39896, 3148, 1975, 2407, 406, 3148], "avg_logprob": -0.19019716800678343, "compression_ratio": 1.697560975609756, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1964.79, "end": 1965.29, "word": "الان", "probability": 0.757080078125}, {"start": 1965.29, "end": 1965.65, "word": " بعد", "probability": 0.97509765625}, {"start": 1965.65, "end": 1965.83, "word": " ما", "probability": 0.9072265625}, {"start": 1965.83, "end": 1966.29, "word": " خلصنا", "probability": 0.99072265625}, {"start": 1966.29, "end": 1966.49, "word": " هذا", "probability": 0.93408203125}, {"start": 1966.49, "end": 1966.91, "word": " الجزء", "probability": 0.98095703125}, {"start": 1966.91, "end": 1967.67, "word": " بيظل", "probability": 0.699951171875}, {"start": 1967.67, "end": 1968.67, "word": " عملية", "probability": 0.9638671875}, {"start": 1968.67, "end": 1969.69, "word": " اخيرة", "probability": 0.6875}, {"start": 1969.69, "end": 1970.25, "word": " هي", "probability": 0.8564453125}, {"start": 1970.25, "end": 1970.55, "word": " الـ", "probability": 0.6239013671875}, {"start": 1970.55, "end": 1971.25, "word": " diversification", "probability": 0.635009765625}, {"start": 1971.25, "end": 1971.65, "word": " في", "probability": 0.64501953125}, {"start": 1971.65, "end": 1971.93, "word": " عملية", "probability": 0.9778645833333334}, {"start": 1971.93, "end": 1972.03, "word": " ال", "probability": 0.92919921875}, {"start": 1972.03, "end": 1972.75, "word": " diversification", "probability": 0.931640625}, {"start": 1972.75, "end": 1973.29, "word": " انا", "probability": 0.818603515625}, {"start": 1973.29, "end": 1973.51, "word": " كيف", "probability": 0.982177734375}, {"start": 1973.51, "end": 1974.17, "word": " ممكن", "probability": 0.986328125}, {"start": 1974.17, "end": 1975.49, "word": " ارجع", "probability": 0.9521484375}, {"start": 1975.49, "end": 1976.05, "word": " الشكل", "probability": 0.988037109375}, {"start": 1976.05, "end": 1976.27, "word": " هذا", "probability": 0.9326171875}, {"start": 1976.27, "end": 1976.39, "word": " اللي", "probability": 0.927490234375}, {"start": 1976.39, "end": 1976.55, "word": " هو", "probability": 0.97265625}, {"start": 1976.55, "end": 1976.87, "word": " fuzzy", "probability": 0.93408203125}, {"start": 1976.87, "end": 1977.77, "word": " انا", "probability": 0.83203125}, {"start": 1977.77, "end": 1977.93, "word": " قاعد", "probability": 0.8395182291666666}, {"start": 1977.93, "end": 1978.65, "word": " بقولله", "probability": 0.791015625}, {"start": 1978.65, "end": 1979.33, "word": " هي", "probability": 0.60693359375}, {"start": 1979.33, "end": 1979.71, "word": " ..", "probability": 0.4169921875}, {"start": 1979.71, "end": 1981.89, "word": " يعني", "probability": 0.6922607421875}, {"start": 1981.89, "end": 1982.15, "word": " احنا", "probability": 0.9698893229166666}, {"start": 1982.15, "end": 1982.41, "word": " متكلم", "probability": 0.7430013020833334}, {"start": 1982.41, "end": 1982.57, "word": " هنا", "probability": 0.91162109375}, {"start": 1982.57, "end": 1982.73, "word": " عن", "probability": 0.98681640625}, {"start": 1982.73, "end": 1982.85, "word": " ال", "probability": 0.95166015625}, {"start": 1982.85, "end": 1982.99, "word": " C", "probability": 0.5908203125}, {"start": 1982.99, "end": 1983.11, "word": " اللي", "probability": 0.96728515625}, {"start": 1983.11, "end": 1983.25, "word": " هي", "probability": 0.8984375}, {"start": 1983.25, "end": 1983.37, "word": " ال", "probability": 0.8349609375}, {"start": 1983.37, "end": 1983.69, "word": " risk", "probability": 0.88037109375}, {"start": 1983.69, "end": 1984.85, "word": " هي", "probability": 0.69970703125}, {"start": 1984.85, "end": 1985.47, "word": " risk", "probability": 0.93115234375}, {"start": 1985.47, "end": 1986.97, "word": " او", "probability": 0.8330078125}, {"start": 1986.97, "end": 1988.81, "word": " not", "probability": 0.90380859375}, {"start": 1988.81, "end": 1989.23, "word": " risk", "probability": 0.96923828125}], "temperature": 1.0}, {"id": 81, "seek": 200101, "start": 1989.83, "end": 2001.01, "text": "أمن بنسبة 0.1 هي normal 0.2 هي risk 0.5 low و normal و high لل risk", "tokens": [10721, 27842, 44945, 35457, 3660, 1958, 13, 16, 39896, 2710, 1958, 13, 17, 39896, 3148, 1958, 13, 20, 2295, 4032, 2710, 4032, 1090, 24976, 3148], "avg_logprob": -0.21544471383094788, "compression_ratio": 1.0921052631578947, "no_speech_prob": 0.0, "words": [{"start": 1989.83, "end": 1990.23, "word": "أمن", "probability": 0.5933837890625}, {"start": 1990.23, "end": 1991.25, "word": " بنسبة", "probability": 0.7801106770833334}, {"start": 1991.25, "end": 1991.67, "word": " 0", "probability": 0.340087890625}, {"start": 1991.67, "end": 1992.19, "word": ".1", "probability": 0.98828125}, {"start": 1992.19, "end": 1992.81, "word": " هي", "probability": 0.83837890625}, {"start": 1992.81, "end": 1993.89, "word": " normal", "probability": 0.720703125}, {"start": 1993.89, "end": 1994.73, "word": " 0", "probability": 0.7255859375}, {"start": 1994.73, "end": 1995.35, "word": ".2", "probability": 0.99609375}, {"start": 1995.35, "end": 1995.85, "word": " هي", "probability": 0.94921875}, {"start": 1995.85, "end": 1996.41, "word": " risk", "probability": 0.94677734375}, {"start": 1996.41, "end": 1996.67, "word": " 0", "probability": 0.98681640625}, {"start": 1996.67, "end": 1997.41, "word": ".5", "probability": 0.995849609375}, {"start": 1997.41, "end": 1998.43, "word": " low", "probability": 0.87060546875}, {"start": 1998.43, "end": 1999.33, "word": " و", "probability": 0.85595703125}, {"start": 1999.33, "end": 1999.79, "word": " normal", "probability": 0.63037109375}, {"start": 1999.79, "end": 2000.03, "word": " و", "probability": 0.97998046875}, {"start": 2000.03, "end": 2000.33, "word": " high", "probability": 0.92822265625}, {"start": 2000.33, "end": 2000.65, "word": " لل", "probability": 0.90576171875}, {"start": 2000.65, "end": 2001.01, "word": " risk", "probability": 0.7685546875}], "temperature": 1.0}, {"id": 82, "seek": 202157, "start": 2002.39, "end": 2021.57, "text": "مش منطقية مش منطقية وكيف بده يتقبلها ال manager ك user ل ال system تبعنا ويتعامل مع معلومة هلمية بهذا الشكل هلمية بمعنى fuzzy يعني ضبابي لأ محتاجين نرجعله إياها نعمله defuzzification فعشان نعمله أخر خطوة في عملية ال defuzzification", "tokens": [2304, 8592, 9154, 9566, 4587, 10632, 37893, 9154, 9566, 4587, 10632, 4032, 4117, 33911, 47525, 3224, 7251, 2655, 4587, 36150, 11296, 2423, 6598, 9122, 4195, 5296, 2423, 1185, 6055, 3555, 3615, 8315, 4032, 36081, 3615, 10943, 1211, 20449, 20449, 1211, 20498, 3660, 8032, 19528, 10632, 39627, 15730, 25124, 28820, 8032, 19528, 10632, 4724, 2304, 3615, 1863, 7578, 34710, 37495, 22653, 48812, 3555, 16758, 1829, 5296, 10721, 3714, 33753, 26108, 9957, 8717, 47341, 30241, 3224, 11933, 25528, 11296, 8717, 25957, 43761, 1060, 16740, 3774, 6156, 3615, 8592, 7649, 8717, 25957, 43761, 5551, 34740, 16490, 9566, 2407, 3660, 8978, 6225, 42213, 10632, 2423, 1060, 16740, 3774], "avg_logprob": -0.1441220238095238, "compression_ratio": 1.6488888888888888, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2002.39, "end": 2002.77, "word": "مش", "probability": 0.827880859375}, {"start": 2002.77, "end": 2003.37, "word": " منطقية", "probability": 0.914306640625}, {"start": 2003.37, "end": 2003.75, "word": " مش", "probability": 0.17578125}, {"start": 2003.75, "end": 2004.11, "word": " منطقية", "probability": 0.9862060546875}, {"start": 2004.11, "end": 2004.39, "word": " وكيف", "probability": 0.82177734375}, {"start": 2004.39, "end": 2004.59, "word": " بده", "probability": 0.765380859375}, {"start": 2004.59, "end": 2005.47, "word": " يتقبلها", "probability": 0.9626953125}, {"start": 2005.47, "end": 2005.59, "word": " ال", "probability": 0.9375}, {"start": 2005.59, "end": 2005.89, "word": " manager", "probability": 0.6982421875}, {"start": 2005.89, "end": 2006.37, "word": " ك", "probability": 0.97412109375}, {"start": 2006.37, "end": 2006.67, "word": " user", "probability": 0.888671875}, {"start": 2006.67, "end": 2006.95, "word": " ل", "probability": 0.6474609375}, {"start": 2006.95, "end": 2007.19, "word": " ال", "probability": 0.56005859375}, {"start": 2007.19, "end": 2007.45, "word": " system", "probability": 0.96337890625}, {"start": 2007.45, "end": 2007.91, "word": " تبعنا", "probability": 0.939697265625}, {"start": 2007.91, "end": 2009.59, "word": " ويتعامل", "probability": 0.895703125}, {"start": 2009.59, "end": 2009.79, "word": " مع", "probability": 0.99853515625}, {"start": 2009.79, "end": 2011.23, "word": " معلومة", "probability": 0.94580078125}, {"start": 2011.23, "end": 2011.87, "word": " هلمية", "probability": 0.7129720052083334}, {"start": 2011.87, "end": 2012.15, "word": " بهذا", "probability": 0.955322265625}, {"start": 2012.15, "end": 2012.49, "word": " الشكل", "probability": 0.99365234375}, {"start": 2012.49, "end": 2013.21, "word": " هلمية", "probability": 0.9527994791666666}, {"start": 2013.21, "end": 2013.47, "word": " بمعنى", "probability": 0.97763671875}, {"start": 2013.47, "end": 2013.81, "word": " fuzzy", "probability": 0.94482421875}, {"start": 2013.81, "end": 2014.43, "word": " يعني", "probability": 0.890869140625}, {"start": 2014.43, "end": 2015.07, "word": " ضبابي", "probability": 0.927978515625}, {"start": 2015.07, "end": 2015.73, "word": " لأ", "probability": 0.899169921875}, {"start": 2015.73, "end": 2016.31, "word": " محتاجين", "probability": 0.9898681640625}, {"start": 2016.31, "end": 2016.85, "word": " نرجعله", "probability": 0.88037109375}, {"start": 2016.85, "end": 2016.99, "word": " إياها", "probability": 0.625244140625}, {"start": 2016.99, "end": 2017.31, "word": " نعمله", "probability": 0.9383138020833334}, {"start": 2017.31, "end": 2018.01, "word": " defuzzification", "probability": 0.5481770833333334}, {"start": 2018.01, "end": 2018.59, "word": " فعشان", "probability": 0.971435546875}, {"start": 2018.59, "end": 2019.01, "word": " نعمله", "probability": 0.98974609375}, {"start": 2019.01, "end": 2019.61, "word": " أخر", "probability": 0.7310791015625}, {"start": 2019.61, "end": 2020.13, "word": " خطوة", "probability": 0.9910888671875}, {"start": 2020.13, "end": 2020.53, "word": " في", "probability": 0.96240234375}, {"start": 2020.53, "end": 2020.79, "word": " عملية", "probability": 0.9866536458333334}, {"start": 2020.79, "end": 2020.91, "word": " ال", "probability": 0.95166015625}, {"start": 2020.91, "end": 2021.57, "word": " defuzzification", "probability": 0.87841796875}], "temperature": 1.0}, {"id": 83, "seek": 205190, "start": 2022.42, "end": 2051.9, "text": "بحيث انه في الآخر اعطيله رقم واحد بدنا نعطيله ال output ك single number رقم واحد هو يتعامل بناء عليه طيب عشان نعمل الكلام هذا محتاج ال area اللي طلعت عندي هذه نحسبلها ال center of gravity ف ال COG أو ال center of gravity gravity اللي هو نقطة التوازن تبعتها نقطة الثقل تبعها ال COG من خلال عملية integration", "tokens": [3555, 5016, 1829, 12984, 16472, 3224, 8978, 6024, 95, 34740, 1975, 3615, 9566, 26895, 3224, 12602, 4587, 2304, 36764, 24401, 47525, 8315, 8717, 3615, 9566, 26895, 3224, 2423, 5598, 9122, 2167, 1230, 12602, 4587, 2304, 36764, 24401, 31439, 7251, 2655, 3615, 10943, 1211, 44945, 16606, 47356, 23032, 1829, 3555, 6225, 8592, 7649, 8717, 25957, 1211, 2423, 28820, 10943, 23758, 3714, 33753, 26108, 2423, 1859, 13672, 1829, 23032, 1211, 34268, 18871, 16254, 29538, 8717, 5016, 35457, 1211, 11296, 2423, 3056, 295, 12110, 6156, 2423, 3002, 38, 34051, 2423, 3056, 295, 12110, 12110, 13672, 1829, 31439, 8717, 47432, 3660, 16712, 2407, 31377, 1863, 6055, 3555, 34268, 11296, 8717, 47432, 3660, 6024, 104, 4587, 1211, 6055, 3555, 3615, 11296, 2423, 3002, 38, 9154, 16490, 1211, 6027, 6225, 42213, 10632, 10980], "avg_logprob": -0.15881348215043545, "compression_ratio": 1.7666666666666666, "no_speech_prob": 0.2325439453125, "words": [{"start": 2022.42, "end": 2022.82, "word": "بحيث", "probability": 0.81591796875}, {"start": 2022.82, "end": 2023.02, "word": " انه", "probability": 0.65283203125}, {"start": 2023.02, "end": 2023.1, "word": " في", "probability": 0.91259765625}, {"start": 2023.1, "end": 2023.32, "word": " الآخر", "probability": 0.8134765625}, {"start": 2023.32, "end": 2023.76, "word": " اعطيله", "probability": 0.804833984375}, {"start": 2023.76, "end": 2024.42, "word": " رقم", "probability": 0.9900716145833334}, {"start": 2024.42, "end": 2024.84, "word": " واحد", "probability": 0.93408203125}, {"start": 2024.84, "end": 2025.38, "word": " بدنا", "probability": 0.63427734375}, {"start": 2025.38, "end": 2025.72, "word": " نعطيله", "probability": 0.929296875}, {"start": 2025.72, "end": 2025.82, "word": " ال", "probability": 0.87109375}, {"start": 2025.82, "end": 2026.04, "word": " output", "probability": 0.89013671875}, {"start": 2026.04, "end": 2026.34, "word": " ك", "probability": 0.95947265625}, {"start": 2026.34, "end": 2027.38, "word": " single", "probability": 0.87158203125}, {"start": 2027.38, "end": 2027.86, "word": " number", "probability": 0.98095703125}, {"start": 2027.86, "end": 2028.4, "word": " رقم", "probability": 0.8932291666666666}, {"start": 2028.4, "end": 2028.8, "word": " واحد", "probability": 0.98779296875}, {"start": 2028.8, "end": 2029.14, "word": " هو", "probability": 0.68994140625}, {"start": 2029.14, "end": 2029.56, "word": " يتعامل", "probability": 0.9505859375}, {"start": 2029.56, "end": 2029.86, "word": " بناء", "probability": 0.956787109375}, {"start": 2029.86, "end": 2030.64, "word": " عليه", "probability": 0.92236328125}, {"start": 2030.64, "end": 2031.2, "word": " طيب", "probability": 0.9098307291666666}, {"start": 2031.2, "end": 2031.48, "word": " عشان", "probability": 0.9757486979166666}, {"start": 2031.48, "end": 2031.74, "word": " نعمل", "probability": 0.9910481770833334}, {"start": 2031.74, "end": 2032.06, "word": " الكلام", "probability": 0.9646809895833334}, {"start": 2032.06, "end": 2032.22, "word": " هذا", "probability": 0.57666015625}, {"start": 2032.22, "end": 2032.88, "word": " محتاج", "probability": 0.9645182291666666}, {"start": 2032.88, "end": 2033.06, "word": " ال", "probability": 0.9375}, {"start": 2033.06, "end": 2033.34, "word": " area", "probability": 0.8935546875}, {"start": 2033.34, "end": 2033.5, "word": " اللي", "probability": 0.90185546875}, {"start": 2033.5, "end": 2033.82, "word": " طلعت", "probability": 0.9814453125}, {"start": 2033.82, "end": 2034.16, "word": " عندي", "probability": 0.7188720703125}, {"start": 2034.16, "end": 2034.52, "word": " هذه", "probability": 0.7548828125}, {"start": 2034.52, "end": 2035.78, "word": " نحسبلها", "probability": 0.881005859375}, {"start": 2035.78, "end": 2036.42, "word": " ال", "probability": 0.9443359375}, {"start": 2036.42, "end": 2036.68, "word": " center", "probability": 0.80126953125}, {"start": 2036.68, "end": 2036.88, "word": " of", "probability": 0.9775390625}, {"start": 2036.88, "end": 2037.32, "word": " gravity", "probability": 0.9228515625}, {"start": 2037.32, "end": 2038.1, "word": " ف", "probability": 0.80517578125}, {"start": 2038.1, "end": 2038.4, "word": " ال", "probability": 0.443359375}, {"start": 2038.4, "end": 2038.92, "word": " COG", "probability": 0.5809326171875}, {"start": 2038.92, "end": 2039.32, "word": " أو", "probability": 0.51513671875}, {"start": 2039.32, "end": 2039.46, "word": " ال", "probability": 0.8505859375}, {"start": 2039.46, "end": 2039.66, "word": " center", "probability": 0.86376953125}, {"start": 2039.66, "end": 2039.96, "word": " of", "probability": 0.97607421875}, {"start": 2039.96, "end": 2040.7, "word": " gravity", "probability": 0.90234375}, {"start": 2040.7, "end": 2041.9, "word": " gravity", "probability": 0.2470703125}, {"start": 2041.9, "end": 2042.4, "word": " اللي", "probability": 0.978759765625}, {"start": 2042.4, "end": 2042.76, "word": " هو", "probability": 0.990234375}, {"start": 2042.76, "end": 2043.8, "word": " نقطة", "probability": 0.9521484375}, {"start": 2043.8, "end": 2044.88, "word": " التوازن", "probability": 0.9678955078125}, {"start": 2044.88, "end": 2045.36, "word": " تبعتها", "probability": 0.8739013671875}, {"start": 2045.36, "end": 2045.92, "word": " نقطة", "probability": 0.9480794270833334}, {"start": 2045.92, "end": 2047.66, "word": " الثقل", "probability": 0.8525390625}, {"start": 2047.66, "end": 2048.6, "word": " تبعها", "probability": 0.927734375}, {"start": 2048.6, "end": 2049.1, "word": " ال", "probability": 0.88134765625}, {"start": 2049.1, "end": 2050.38, "word": " COG", "probability": 0.8203125}, {"start": 2050.38, "end": 2050.68, "word": " من", "probability": 0.98974609375}, {"start": 2050.68, "end": 2050.96, "word": " خلال", "probability": 0.994140625}, {"start": 2050.96, "end": 2051.28, "word": " عملية", "probability": 0.96728515625}, {"start": 2051.28, "end": 2051.9, "word": " integration", "probability": 0.974609375}], "temperature": 1.0}, {"id": 84, "seek": 207546, "start": 2052.4, "end": 2075.46, "text": "بالنسبة لممداني لاجد ده محلج انه لأ ممكن نطور هالمعادلة هذه تتغير بحيث انه بدل ما هي ممداني بنستخدم integration ممكن لأ ان نستخدم summation واحنا عارفين الفرق بين integration و summation هي continuous ولا discrete بحيث انه بجمع بنعمل integration او تجميع لمجموعة الميوز ال degrees", "tokens": [3555, 6027, 1863, 35457, 3660, 32767, 2304, 3215, 7649, 1829, 5296, 26108, 3215, 11778, 3224, 3714, 5016, 1211, 7435, 16472, 3224, 5296, 10721, 3714, 43020, 8717, 9566, 13063, 8032, 45340, 3615, 18513, 37977, 29538, 6055, 2655, 17082, 13546, 4724, 5016, 1829, 12984, 16472, 3224, 47525, 1211, 19446, 39896, 3714, 2304, 3215, 7649, 1829, 44945, 14851, 9778, 40448, 10980, 3714, 43020, 5296, 10721, 16472, 8717, 14851, 9778, 40448, 28811, 4032, 39319, 8315, 6225, 9640, 5172, 9957, 27188, 2288, 4587, 49374, 10980, 4032, 28811, 39896, 10957, 49429, 27706, 4724, 5016, 1829, 12984, 16472, 3224, 4724, 7435, 2304, 3615, 44945, 25957, 1211, 10980, 1975, 2407, 6055, 7435, 2304, 40228, 32767, 7435, 2304, 2407, 27884, 9673, 1829, 2407, 11622, 2423, 5310], "avg_logprob": -0.16234110864037174, "compression_ratio": 1.8559322033898304, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2052.4, "end": 2053.34, "word": "بالنسبة", "probability": 0.980859375}, {"start": 2053.34, "end": 2054.0, "word": " لممداني", "probability": 0.8900390625}, {"start": 2054.0, "end": 2054.68, "word": " لاجد", "probability": 0.2967529296875}, {"start": 2054.68, "end": 2054.78, "word": " ده", "probability": 0.439208984375}, {"start": 2054.78, "end": 2055.18, "word": " محلج", "probability": 0.8980712890625}, {"start": 2055.18, "end": 2055.36, "word": " انه", "probability": 0.6590576171875}, {"start": 2055.36, "end": 2055.46, "word": " لأ", "probability": 0.95166015625}, {"start": 2055.46, "end": 2055.7, "word": " ممكن", "probability": 0.97412109375}, {"start": 2055.7, "end": 2056.14, "word": " نطور", "probability": 0.8917643229166666}, {"start": 2056.14, "end": 2056.74, "word": " هالمعادلة", "probability": 0.8427734375}, {"start": 2056.74, "end": 2057.04, "word": " هذه", "probability": 0.41650390625}, {"start": 2057.04, "end": 2057.68, "word": " تتغير", "probability": 0.8876953125}, {"start": 2057.68, "end": 2058.26, "word": " بحيث", "probability": 0.97998046875}, {"start": 2058.26, "end": 2058.46, "word": " انه", "probability": 0.861083984375}, {"start": 2058.46, "end": 2058.68, "word": " بدل", "probability": 0.988525390625}, {"start": 2058.68, "end": 2058.8, "word": " ما", "probability": 0.93310546875}, {"start": 2058.8, "end": 2058.98, "word": " هي", "probability": 0.89404296875}, {"start": 2058.98, "end": 2059.66, "word": " ممداني", "probability": 0.9796875}, {"start": 2059.66, "end": 2060.62, "word": " بنستخدم", "probability": 0.91748046875}, {"start": 2060.62, "end": 2061.2, "word": " integration", "probability": 0.95751953125}, {"start": 2061.2, "end": 2061.6, "word": " ممكن", "probability": 0.961181640625}, {"start": 2061.6, "end": 2061.88, "word": " لأ", "probability": 0.96826171875}, {"start": 2061.88, "end": 2062.14, "word": " ان", "probability": 0.48388671875}, {"start": 2062.14, "end": 2062.76, "word": " نستخدم", "probability": 0.9737548828125}, {"start": 2062.76, "end": 2063.44, "word": " summation", "probability": 0.89892578125}, {"start": 2063.44, "end": 2064.52, "word": " واحنا", "probability": 0.7513020833333334}, {"start": 2064.52, "end": 2064.82, "word": " عارفين", "probability": 0.989501953125}, {"start": 2064.82, "end": 2065.2, "word": " الفرق", "probability": 0.9641927083333334}, {"start": 2065.2, "end": 2065.4, "word": " بين", "probability": 0.9755859375}, {"start": 2065.4, "end": 2066.08, "word": " integration", "probability": 0.98046875}, {"start": 2066.08, "end": 2066.26, "word": " و", "probability": 0.97802734375}, {"start": 2066.26, "end": 2066.58, "word": " summation", "probability": 0.63232421875}, {"start": 2066.58, "end": 2066.8, "word": " هي", "probability": 0.66748046875}, {"start": 2066.8, "end": 2067.22, "word": " continuous", "probability": 0.93212890625}, {"start": 2067.22, "end": 2067.68, "word": " ولا", "probability": 0.91455078125}, {"start": 2067.68, "end": 2068.66, "word": " discrete", "probability": 0.8955078125}, {"start": 2068.66, "end": 2070.36, "word": " بحيث", "probability": 0.97216796875}, {"start": 2070.36, "end": 2070.56, "word": " انه", "probability": 0.857666015625}, {"start": 2070.56, "end": 2071.16, "word": " بجمع", "probability": 0.986083984375}, {"start": 2071.16, "end": 2072.1, "word": " بنعمل", "probability": 0.890625}, {"start": 2072.1, "end": 2072.58, "word": " integration", "probability": 0.9853515625}, {"start": 2072.58, "end": 2072.8, "word": " او", "probability": 0.85693359375}, {"start": 2072.8, "end": 2073.3, "word": " تجميع", "probability": 0.9903564453125}, {"start": 2073.3, "end": 2074.2, "word": " لمجموعة", "probability": 0.9240234375}, {"start": 2074.2, "end": 2074.82, "word": " الميوز", "probability": 0.7420654296875}, {"start": 2074.82, "end": 2075.02, "word": " ال", "probability": 0.8623046875}, {"start": 2075.02, "end": 2075.46, "word": " degrees", "probability": 0.91552734375}], "temperature": 1.0}, {"id": 85, "seek": 209604, "start": 2076.5, "end": 2096.04, "text": "ل X مضروبة في X على مجموعة degrees على مجموعة degrees لكل الشكل اللي بيكون ناتج عندنا فبنكون طلعانا له قيمة تمثل ال center of gravity في الحالة اللي عندنا هاي المثال تبعنا كان بهذا الشكل 0.1 0.2 0.5", "tokens": [1211, 1783, 3714, 11242, 32887, 49401, 8978, 1783, 15844, 3714, 7435, 2304, 2407, 27884, 5310, 15844, 3714, 7435, 2304, 2407, 27884, 5310, 5296, 28820, 25124, 28820, 13672, 1829, 4724, 1829, 30544, 8717, 9307, 7435, 43242, 8315, 6156, 3555, 1863, 30544, 23032, 1211, 3615, 7649, 995, 46740, 12174, 32640, 3660, 46811, 12984, 1211, 2423, 3056, 295, 12110, 8978, 21542, 6027, 3660, 13672, 1829, 43242, 8315, 8032, 47302, 9673, 12984, 6027, 6055, 3555, 3615, 8315, 25961, 39627, 15730, 25124, 28820, 1958, 13, 16, 1958, 13, 17, 1958, 13, 20], "avg_logprob": -0.16441760669377717, "compression_ratio": 1.6825396825396826, "no_speech_prob": 1.5497207641601562e-06, "words": [{"start": 2076.5, "end": 2076.72, "word": "ل", "probability": 0.470703125}, {"start": 2076.72, "end": 2077.16, "word": " X", "probability": 0.274658203125}, {"start": 2077.16, "end": 2078.12, "word": " مضروبة", "probability": 0.9422607421875}, {"start": 2078.12, "end": 2078.28, "word": " في", "probability": 0.92578125}, {"start": 2078.28, "end": 2078.6, "word": " X", "probability": 0.982421875}, {"start": 2078.6, "end": 2079.06, "word": " على", "probability": 0.8681640625}, {"start": 2079.06, "end": 2079.94, "word": " مجموعة", "probability": 0.92158203125}, {"start": 2079.94, "end": 2080.4, "word": " degrees", "probability": 0.76123046875}, {"start": 2080.4, "end": 2080.88, "word": " على", "probability": 0.25390625}, {"start": 2080.88, "end": 2081.22, "word": " مجموعة", "probability": 0.95322265625}, {"start": 2081.22, "end": 2081.52, "word": " degrees", "probability": 0.822265625}, {"start": 2081.52, "end": 2082.34, "word": " لكل", "probability": 0.9267578125}, {"start": 2082.34, "end": 2083.32, "word": " الشكل", "probability": 0.982421875}, {"start": 2083.32, "end": 2083.6, "word": " اللي", "probability": 0.899169921875}, {"start": 2083.6, "end": 2083.86, "word": " بيكون", "probability": 0.7765299479166666}, {"start": 2083.86, "end": 2084.2, "word": " ناتج", "probability": 0.9855143229166666}, {"start": 2084.2, "end": 2084.54, "word": " عندنا", "probability": 0.6749267578125}, {"start": 2084.54, "end": 2085.18, "word": " فبنكون", "probability": 0.9063720703125}, {"start": 2085.18, "end": 2085.64, "word": " طلعانا", "probability": 0.8119140625}, {"start": 2085.64, "end": 2085.76, "word": " له", "probability": 0.77783203125}, {"start": 2085.76, "end": 2086.3, "word": " قيمة", "probability": 0.98974609375}, {"start": 2086.3, "end": 2087.2, "word": " تمثل", "probability": 0.9830729166666666}, {"start": 2087.2, "end": 2087.78, "word": " ال", "probability": 0.8828125}, {"start": 2087.78, "end": 2088.06, "word": " center", "probability": 0.546875}, {"start": 2088.06, "end": 2088.24, "word": " of", "probability": 0.962890625}, {"start": 2088.24, "end": 2089.16, "word": " gravity", "probability": 0.67041015625}, {"start": 2089.16, "end": 2089.72, "word": " في", "probability": 0.87255859375}, {"start": 2089.72, "end": 2090.0, "word": " الحالة", "probability": 0.9609375}, {"start": 2090.0, "end": 2090.1, "word": " اللي", "probability": 0.957763671875}, {"start": 2090.1, "end": 2090.48, "word": " عندنا", "probability": 0.964599609375}, {"start": 2090.48, "end": 2091.08, "word": " هاي", "probability": 0.6634521484375}, {"start": 2091.08, "end": 2091.78, "word": " المثال", "probability": 0.97119140625}, {"start": 2091.78, "end": 2092.82, "word": " تبعنا", "probability": 0.8875732421875}, {"start": 2092.82, "end": 2093.26, "word": " كان", "probability": 0.93505859375}, {"start": 2093.26, "end": 2093.46, "word": " بهذا", "probability": 0.9765625}, {"start": 2093.46, "end": 2093.74, "word": " الشكل", "probability": 0.99169921875}, {"start": 2093.74, "end": 2093.98, "word": " 0", "probability": 0.246337890625}, {"start": 2093.98, "end": 2094.46, "word": ".1", "probability": 0.99267578125}, {"start": 2094.46, "end": 2094.86, "word": " 0", "probability": 0.65771484375}, {"start": 2094.86, "end": 2095.3, "word": ".2", "probability": 0.992431640625}, {"start": 2095.3, "end": 2095.52, "word": " 0", "probability": 0.94482421875}, {"start": 2095.52, "end": 2096.04, "word": ".5", "probability": 0.995849609375}], "temperature": 1.0}, {"id": 86, "seek": 212219, "start": 2096.94, "end": 2122.2, "text": "بدنا نشتغل عليهم ففي هيك حالة ممكن ببساطة جدا نقول وين ال center of the graffiti للشكل الهندسي هذا لو مسيقناها وورجة وجسسناها بهذا الشكل الشكل الأسود هنا جديش القيمة اللي ممكن لو حطيت الورقة هذه الجلم تحتها بشكل أفقي حتى توازن", "tokens": [44510, 8315, 8717, 8592, 2655, 17082, 1211, 25894, 16095, 6156, 41185, 39896, 4117, 11331, 6027, 3660, 3714, 43020, 4724, 3555, 3794, 41193, 3660, 10874, 28259, 8717, 39648, 4032, 9957, 2423, 3056, 295, 264, 40531, 24976, 8592, 28820, 2423, 3224, 41260, 3794, 1829, 23758, 45164, 47524, 1829, 4587, 8315, 11296, 4032, 13063, 7435, 3660, 49610, 3794, 3794, 8315, 11296, 39627, 15730, 25124, 28820, 25124, 28820, 16247, 3794, 23328, 34105, 10874, 16254, 8592, 25062, 32640, 3660, 13672, 1829, 3714, 43020, 45164, 11331, 9566, 36081, 2423, 13063, 28671, 29538, 25724, 19528, 6055, 33753, 11296, 4724, 8592, 28820, 5551, 5172, 38436, 11331, 49975, 33427, 31377, 1863], "avg_logprob": -0.18082524300778954, "compression_ratio": 1.6896551724137931, "no_speech_prob": 0.0, "words": [{"start": 2096.94, "end": 2097.3, "word": "بدنا", "probability": 0.6700439453125}, {"start": 2097.3, "end": 2097.8, "word": " نشتغل", "probability": 0.9890625}, {"start": 2097.8, "end": 2098.58, "word": " عليهم", "probability": 0.983642578125}, {"start": 2098.58, "end": 2099.04, "word": " ففي", "probability": 0.763916015625}, {"start": 2099.04, "end": 2099.24, "word": " هيك", "probability": 0.70361328125}, {"start": 2099.24, "end": 2099.76, "word": " حالة", "probability": 0.9951171875}, {"start": 2099.76, "end": 2100.64, "word": " ممكن", "probability": 0.9755859375}, {"start": 2100.64, "end": 2101.14, "word": " ببساطة", "probability": 0.97412109375}, {"start": 2101.14, "end": 2101.56, "word": " جدا", "probability": 0.98486328125}, {"start": 2101.56, "end": 2102.44, "word": " نقول", "probability": 0.688720703125}, {"start": 2102.44, "end": 2103.3, "word": " وين", "probability": 0.766845703125}, {"start": 2103.3, "end": 2103.88, "word": " ال", "probability": 0.8671875}, {"start": 2103.88, "end": 2104.16, "word": " center", "probability": 0.70166015625}, {"start": 2104.16, "end": 2104.4, "word": " of", "probability": 0.97216796875}, {"start": 2104.4, "end": 2104.52, "word": " the", "probability": 0.27685546875}, {"start": 2104.52, "end": 2104.96, "word": " graffiti", "probability": 0.52001953125}, {"start": 2104.96, "end": 2106.18, "word": " للشكل", "probability": 0.7660319010416666}, {"start": 2106.18, "end": 2106.72, "word": " الهندسي", "probability": 0.96904296875}, {"start": 2106.72, "end": 2107.0, "word": " هذا", "probability": 0.8876953125}, {"start": 2107.0, "end": 2107.34, "word": " لو", "probability": 0.822265625}, {"start": 2107.34, "end": 2107.78, "word": " مسيقناها", "probability": 0.7330078125}, {"start": 2107.78, "end": 2108.04, "word": " وورجة", "probability": 0.71142578125}, {"start": 2108.04, "end": 2108.7, "word": " وجسسناها", "probability": 0.677294921875}, {"start": 2108.7, "end": 2108.96, "word": " بهذا", "probability": 0.96484375}, {"start": 2108.96, "end": 2109.38, "word": " الشكل", "probability": 0.989013671875}, {"start": 2109.38, "end": 2110.82, "word": " الشكل", "probability": 0.858642578125}, {"start": 2110.82, "end": 2111.7, "word": " الأسود", "probability": 0.9261067708333334}, {"start": 2111.7, "end": 2111.94, "word": " هنا", "probability": 0.91748046875}, {"start": 2111.94, "end": 2113.54, "word": " جديش", "probability": 0.69775390625}, {"start": 2113.54, "end": 2115.08, "word": " القيمة", "probability": 0.93603515625}, {"start": 2115.08, "end": 2115.64, "word": " اللي", "probability": 0.834716796875}, {"start": 2115.64, "end": 2116.06, "word": " ممكن", "probability": 0.991455078125}, {"start": 2116.06, "end": 2116.62, "word": " لو", "probability": 0.9873046875}, {"start": 2116.62, "end": 2117.42, "word": " حطيت", "probability": 0.9329427083333334}, {"start": 2117.42, "end": 2118.44, "word": " الورقة", "probability": 0.95703125}, {"start": 2118.44, "end": 2118.74, "word": " هذه", "probability": 0.68603515625}, {"start": 2118.74, "end": 2119.12, "word": " الجلم", "probability": 0.93310546875}, {"start": 2119.12, "end": 2119.74, "word": " تحتها", "probability": 0.9866536458333334}, {"start": 2119.74, "end": 2120.42, "word": " بشكل", "probability": 0.9324544270833334}, {"start": 2120.42, "end": 2120.88, "word": " أفقي", "probability": 0.9348958333333334}, {"start": 2120.88, "end": 2121.68, "word": " حتى", "probability": 0.888916015625}, {"start": 2121.68, "end": 2122.2, "word": " توازن", "probability": 0.95849609375}], "temperature": 1.0}, {"id": 87, "seek": 214764, "start": 2123.08, "end": 2147.64, "text": "اللي هو مركز الثقل تبعها مركز ثقلها فوين موجودة هنحسبها كتالي هنقول صفر هناخده واحدة واحدة هنا الصفر في قيمته 0.1 زائد عشرة في 0.1 زائد عشرين في 0.1 زائد تلاتين في 0.2", "tokens": [6027, 20292, 31439, 3714, 31747, 11622, 6024, 104, 4587, 1211, 6055, 3555, 3615, 11296, 3714, 31747, 11622, 38637, 4587, 1211, 11296, 6156, 2407, 9957, 3714, 29245, 23328, 3660, 8032, 1863, 5016, 35457, 11296, 9122, 2655, 6027, 1829, 8032, 1863, 39648, 20328, 5172, 2288, 8032, 1863, 47283, 3215, 3224, 36764, 24401, 3660, 36764, 24401, 3660, 34105, 31767, 5172, 2288, 8978, 12174, 32640, 47395, 1958, 13, 16, 30767, 16373, 3215, 6225, 8592, 25720, 8978, 1958, 13, 16, 30767, 16373, 3215, 6225, 46309, 9957, 8978, 1958, 13, 16, 30767, 16373, 3215, 6055, 1211, 9307, 9957, 8978, 1958, 13, 17], "avg_logprob": -0.10285115733589094, "compression_ratio": 1.8831168831168832, "no_speech_prob": 0.0, "words": [{"start": 2123.08, "end": 2123.3, "word": "اللي", "probability": 0.723876953125}, {"start": 2123.3, "end": 2123.42, "word": " هو", "probability": 0.93505859375}, {"start": 2123.42, "end": 2123.76, "word": " مركز", "probability": 0.9881184895833334}, {"start": 2123.76, "end": 2124.14, "word": " الثقل", "probability": 0.917724609375}, {"start": 2124.14, "end": 2124.64, "word": " تبعها", "probability": 0.9185791015625}, {"start": 2124.64, "end": 2125.12, "word": " مركز", "probability": 0.7715657552083334}, {"start": 2125.12, "end": 2125.56, "word": " ثقلها", "probability": 0.9473876953125}, {"start": 2125.56, "end": 2126.06, "word": " فوين", "probability": 0.8465169270833334}, {"start": 2126.06, "end": 2126.72, "word": " موجودة", "probability": 0.982421875}, {"start": 2126.72, "end": 2127.4, "word": " هنحسبها", "probability": 0.87666015625}, {"start": 2127.4, "end": 2128.04, "word": " كتالي", "probability": 0.9017333984375}, {"start": 2128.04, "end": 2128.7, "word": " هنقول", "probability": 0.9423828125}, {"start": 2128.7, "end": 2130.8, "word": " صفر", "probability": 0.8792317708333334}, {"start": 2130.8, "end": 2132.82, "word": " هناخده", "probability": 0.85263671875}, {"start": 2132.82, "end": 2133.1, "word": " واحدة", "probability": 0.9443359375}, {"start": 2133.1, "end": 2133.36, "word": " واحدة", "probability": 0.9832356770833334}, {"start": 2133.36, "end": 2133.72, "word": " هنا", "probability": 0.71533203125}, {"start": 2133.72, "end": 2134.76, "word": " الصفر", "probability": 0.95751953125}, {"start": 2134.76, "end": 2136.52, "word": " في", "probability": 0.95556640625}, {"start": 2136.52, "end": 2137.28, "word": " قيمته", "probability": 0.99365234375}, {"start": 2137.28, "end": 2137.58, "word": " 0", "probability": 0.336181640625}, {"start": 2137.58, "end": 2138.14, "word": ".1", "probability": 0.9873046875}, {"start": 2138.14, "end": 2139.7, "word": " زائد", "probability": 0.7430013020833334}, {"start": 2139.7, "end": 2140.66, "word": " عشرة", "probability": 0.78759765625}, {"start": 2140.66, "end": 2141.68, "word": " في", "probability": 0.9033203125}, {"start": 2141.68, "end": 2141.86, "word": " 0", "probability": 0.86328125}, {"start": 2141.86, "end": 2142.34, "word": ".1", "probability": 0.99658203125}, {"start": 2142.34, "end": 2142.84, "word": " زائد", "probability": 0.9544270833333334}, {"start": 2142.84, "end": 2143.26, "word": " عشرين", "probability": 0.970703125}, {"start": 2143.26, "end": 2143.42, "word": " في", "probability": 0.9560546875}, {"start": 2143.42, "end": 2143.62, "word": " 0", "probability": 0.9775390625}, {"start": 2143.62, "end": 2144.22, "word": ".1", "probability": 0.99755859375}, {"start": 2144.22, "end": 2145.04, "word": " زائد", "probability": 0.9791666666666666}, {"start": 2145.04, "end": 2146.02, "word": " تلاتين", "probability": 0.9625244140625}, {"start": 2146.02, "end": 2146.94, "word": " في", "probability": 0.97900390625}, {"start": 2146.94, "end": 2147.14, "word": " 0", "probability": 0.978515625}, {"start": 2147.14, "end": 2147.64, "word": ".2", "probability": 0.996826171875}], "temperature": 1.0}, {"id": 88, "seek": 217157, "start": 2148.05, "end": 2171.57, "text": "زائد اربعين في O.2 خمسين في O.2 ستين في O.2 سبعين O.5 تمانين O.5 تسعين O.5 ومية برضه في O.5 هذه تجميع لكن على جداش على المتوسط فبدنا نروح نجمع كل القيم اللي اتحوجت عندى فهيكون على", "tokens": [11622, 16373, 3215, 1975, 25513, 3615, 9957, 8978, 422, 13, 17, 16490, 2304, 3794, 9957, 8978, 422, 13, 17, 8608, 2655, 9957, 8978, 422, 13, 17, 8608, 3555, 3615, 9957, 422, 13, 20, 46811, 7649, 9957, 422, 13, 20, 6055, 3794, 3615, 9957, 422, 13, 20, 4032, 2304, 10632, 4724, 43042, 3224, 8978, 422, 13, 20, 29538, 6055, 7435, 2304, 40228, 44381, 15844, 10874, 3215, 33599, 15844, 9673, 2655, 41779, 9566, 6156, 44510, 8315, 8717, 32887, 5016, 8717, 7435, 2304, 3615, 28242, 25062, 32640, 13672, 1829, 1975, 2655, 5016, 29245, 2655, 43242, 7578, 6156, 3224, 1829, 30544, 15844], "avg_logprob": -0.1720328273797276, "compression_ratio": 1.7810650887573964, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2148.05, "end": 2148.61, "word": "زائد", "probability": 0.7488606770833334}, {"start": 2148.61, "end": 2149.15, "word": " اربعين", "probability": 0.76629638671875}, {"start": 2149.15, "end": 2149.31, "word": " في", "probability": 0.86962890625}, {"start": 2149.31, "end": 2149.47, "word": " O", "probability": 0.371337890625}, {"start": 2149.47, "end": 2149.91, "word": ".2", "probability": 0.779296875}, {"start": 2149.91, "end": 2150.67, "word": " خمسين", "probability": 0.8792724609375}, {"start": 2150.67, "end": 2150.89, "word": " في", "probability": 0.93896484375}, {"start": 2150.89, "end": 2151.07, "word": " O", "probability": 0.96337890625}, {"start": 2151.07, "end": 2151.57, "word": ".2", "probability": 0.96435546875}, {"start": 2151.57, "end": 2152.35, "word": " ستين", "probability": 0.7913411458333334}, {"start": 2152.35, "end": 2152.55, "word": " في", "probability": 0.93115234375}, {"start": 2152.55, "end": 2152.85, "word": " O", "probability": 0.97216796875}, {"start": 2152.85, "end": 2153.53, "word": ".2", "probability": 0.97802734375}, {"start": 2153.53, "end": 2154.41, "word": " سبعين", "probability": 0.964111328125}, {"start": 2154.41, "end": 2154.67, "word": " O", "probability": 0.490966796875}, {"start": 2154.67, "end": 2155.35, "word": ".5", "probability": 0.97607421875}, {"start": 2155.35, "end": 2156.43, "word": " تمانين", "probability": 0.8556315104166666}, {"start": 2156.43, "end": 2157.17, "word": " O", "probability": 0.9443359375}, {"start": 2157.17, "end": 2157.77, "word": ".5", "probability": 0.98095703125}, {"start": 2157.77, "end": 2158.57, "word": " تسعين", "probability": 0.9755859375}, {"start": 2158.57, "end": 2158.73, "word": " O", "probability": 0.962890625}, {"start": 2158.73, "end": 2159.21, "word": ".5", "probability": 0.98974609375}, {"start": 2159.21, "end": 2159.85, "word": " ومية", "probability": 0.728759765625}, {"start": 2159.85, "end": 2160.25, "word": " برضه", "probability": 0.8878580729166666}, {"start": 2160.25, "end": 2160.39, "word": " في", "probability": 0.9541015625}, {"start": 2160.39, "end": 2160.51, "word": " O", "probability": 0.97998046875}, {"start": 2160.51, "end": 2161.03, "word": ".5", "probability": 0.98583984375}, {"start": 2161.03, "end": 2162.71, "word": " هذه", "probability": 0.486083984375}, {"start": 2162.71, "end": 2164.19, "word": " تجميع", "probability": 0.9027099609375}, {"start": 2164.19, "end": 2164.75, "word": " لكن", "probability": 0.73583984375}, {"start": 2164.75, "end": 2165.17, "word": " على", "probability": 0.771484375}, {"start": 2165.17, "end": 2165.81, "word": " جداش", "probability": 0.6246744791666666}, {"start": 2165.81, "end": 2166.11, "word": " على", "probability": 0.8173828125}, {"start": 2166.11, "end": 2166.73, "word": " المتوسط", "probability": 0.993896484375}, {"start": 2166.73, "end": 2167.09, "word": " فبدنا", "probability": 0.74755859375}, {"start": 2167.09, "end": 2167.59, "word": " نروح", "probability": 0.9327799479166666}, {"start": 2167.59, "end": 2168.35, "word": " نجمع", "probability": 0.9876708984375}, {"start": 2168.35, "end": 2169.09, "word": " كل", "probability": 0.986328125}, {"start": 2169.09, "end": 2169.43, "word": " القيم", "probability": 0.9140625}, {"start": 2169.43, "end": 2169.59, "word": " اللي", "probability": 0.911865234375}, {"start": 2169.59, "end": 2170.17, "word": " اتحوجت", "probability": 0.9248046875}, {"start": 2170.17, "end": 2170.39, "word": " عندى", "probability": 0.780029296875}, {"start": 2170.39, "end": 2170.95, "word": " فهيكون", "probability": 0.9453125}, {"start": 2170.95, "end": 2171.57, "word": " على", "probability": 0.953125}], "temperature": 1.0}, {"id": 89, "seek": 218098, "start": 2172.42, "end": 2180.98, "text": "O.1 plus O.1 plus O.1 plus O.2 O.2 O.2 O.2 O.5555", "tokens": [46, 13, 16, 1804, 422, 13, 16, 1804, 422, 13, 16, 1804, 422, 13, 17, 422, 13, 17, 422, 13, 17, 422, 13, 17, 422, 13, 13622, 13622], "avg_logprob": -0.2665678961523648, "compression_ratio": 1.96, "no_speech_prob": 0.0, "words": [{"start": 2172.42, "end": 2172.68, "word": "O", "probability": 0.2108154296875}, {"start": 2172.68, "end": 2173.2, "word": ".1", "probability": 0.7578125}, {"start": 2173.2, "end": 2173.76, "word": " plus", "probability": 0.0157623291015625}, {"start": 2173.76, "end": 2174.04, "word": " O", "probability": 0.95263671875}, {"start": 2174.04, "end": 2174.44, "word": ".1", "probability": 0.8251953125}, {"start": 2174.44, "end": 2174.86, "word": " plus", "probability": 0.953125}, {"start": 2174.86, "end": 2175.14, "word": " O", "probability": 0.98681640625}, {"start": 2175.14, "end": 2175.6, "word": ".1", "probability": 0.7393798828125}, {"start": 2175.6, "end": 2176.0, "word": " plus", "probability": 0.9521484375}, {"start": 2176.0, "end": 2176.26, "word": " O", "probability": 0.98779296875}, {"start": 2176.26, "end": 2176.76, "word": ".2", "probability": 0.9794921875}, {"start": 2176.76, "end": 2177.46, "word": " O", "probability": 0.67822265625}, {"start": 2177.46, "end": 2177.9, "word": ".2", "probability": 0.9609375}, {"start": 2177.9, "end": 2178.18, "word": " O", "probability": 0.966796875}, {"start": 2178.18, "end": 2178.6, "word": ".2", "probability": 0.986083984375}, {"start": 2178.6, "end": 2178.78, "word": " O", "probability": 0.98046875}, {"start": 2178.78, "end": 2179.08, "word": ".2", "probability": 0.90087890625}, {"start": 2179.08, "end": 2179.4, "word": " O", "probability": 0.96728515625}, {"start": 2179.4, "end": 2180.98, "word": ".5555", "probability": 0.7355143229166666}], "temperature": 1.0}, {"id": 90, "seek": 220873, "start": 2182.51, "end": 2208.73, "text": "بتجمحهم وبنقسم فبيطلع عندي ال center of gravity ال center of gravity تمام فهذه العملية الحسابية هنا طبعا وفرنا على حالنا شوية عساس ان ال o point one هو عامل مشترك لرقم اتنين تلاتة فتجميحهم في الرقم و هنا نفس الكلام واحد اتنين تلاتة اربعة برضه تجميحهم في ال o point two و هنا واحد اتنين تلاتة اربعة في o point five على", "tokens": [3555, 2655, 7435, 2304, 5016, 16095, 46599, 1863, 4587, 38251, 6156, 21292, 9566, 1211, 3615, 43242, 1829, 2423, 3056, 295, 12110, 2423, 3056, 295, 12110, 46811, 10943, 6156, 3224, 24192, 18863, 42213, 10632, 21542, 3794, 16758, 10632, 34105, 23032, 3555, 3615, 995, 4032, 5172, 2288, 8315, 15844, 11331, 6027, 8315, 13412, 2407, 10632, 6225, 3794, 32277, 16472, 2423, 277, 935, 472, 31439, 6225, 10943, 1211, 37893, 2655, 31747, 5296, 2288, 4587, 2304, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 6156, 2655, 7435, 2304, 1829, 5016, 16095, 8978, 34892, 4587, 2304, 4032, 34105, 8717, 36178, 2423, 28820, 10943, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 1975, 25513, 27884, 4724, 43042, 3224, 6055, 7435, 2304, 1829, 5016, 16095, 8978, 2423, 277, 935, 732, 4032, 34105, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 1975, 25513, 27884, 8978, 277, 935, 1732, 15844], "avg_logprob": -0.14629709445042152, "compression_ratio": 2.0642570281124497, "no_speech_prob": 3.993511199951172e-06, "words": [{"start": 2182.51, "end": 2183.11, "word": "بتجمحهم", "probability": 0.7823893229166666}, {"start": 2183.11, "end": 2183.71, "word": " وبنقسم", "probability": 0.761962890625}, {"start": 2183.71, "end": 2184.75, "word": " فبيطلع", "probability": 0.86123046875}, {"start": 2184.75, "end": 2185.29, "word": " عندي", "probability": 0.6500244140625}, {"start": 2185.29, "end": 2185.59, "word": " ال", "probability": 0.83642578125}, {"start": 2185.59, "end": 2185.85, "word": " center", "probability": 0.55712890625}, {"start": 2185.85, "end": 2186.15, "word": " of", "probability": 0.97900390625}, {"start": 2186.15, "end": 2186.81, "word": " gravity", "probability": 0.85693359375}, {"start": 2186.81, "end": 2187.03, "word": " ال", "probability": 0.38525390625}, {"start": 2187.03, "end": 2187.27, "word": " center", "probability": 0.794921875}, {"start": 2187.27, "end": 2187.57, "word": " of", "probability": 0.984375}, {"start": 2187.57, "end": 2188.25, "word": " gravity", "probability": 0.873046875}, {"start": 2188.25, "end": 2188.99, "word": " تمام", "probability": 0.901611328125}, {"start": 2188.99, "end": 2189.69, "word": " فهذه", "probability": 0.8556315104166666}, {"start": 2189.69, "end": 2190.21, "word": " العملية", "probability": 0.9715169270833334}, {"start": 2190.21, "end": 2190.87, "word": " الحسابية", "probability": 0.9830322265625}, {"start": 2190.87, "end": 2191.03, "word": " هنا", "probability": 0.75830078125}, {"start": 2191.03, "end": 2191.31, "word": " طبعا", "probability": 0.8837890625}, {"start": 2191.31, "end": 2191.77, "word": " وفرنا", "probability": 0.8997802734375}, {"start": 2191.77, "end": 2191.93, "word": " على", "probability": 0.79052734375}, {"start": 2191.93, "end": 2192.25, "word": " حالنا", "probability": 0.97021484375}, {"start": 2192.25, "end": 2192.53, "word": " شوية", "probability": 0.8759765625}, {"start": 2192.53, "end": 2192.81, "word": " عساس", "probability": 0.7706705729166666}, {"start": 2192.81, "end": 2192.93, "word": " ان", "probability": 0.61767578125}, {"start": 2192.93, "end": 2193.11, "word": " ال", "probability": 0.94921875}, {"start": 2193.11, "end": 2193.29, "word": " o", "probability": 0.221923828125}, {"start": 2193.29, "end": 2193.53, "word": " point", "probability": 0.4248046875}, {"start": 2193.53, "end": 2193.91, "word": " one", "probability": 0.869140625}, {"start": 2193.91, "end": 2194.37, "word": " هو", "probability": 0.958984375}, {"start": 2194.37, "end": 2194.65, "word": " عامل", "probability": 0.97607421875}, {"start": 2194.65, "end": 2195.09, "word": " مشترك", "probability": 0.9456380208333334}, {"start": 2195.09, "end": 2195.53, "word": " لرقم", "probability": 0.9859619140625}, {"start": 2195.53, "end": 2195.81, "word": " اتنين", "probability": 0.9486083984375}, {"start": 2195.81, "end": 2196.31, "word": " تلاتة", "probability": 0.925048828125}, {"start": 2196.31, "end": 2197.83, "word": " فتجميحهم", "probability": 0.9386858258928571}, {"start": 2197.83, "end": 2198.35, "word": " في", "probability": 0.9521484375}, {"start": 2198.35, "end": 2199.33, "word": " الرقم", "probability": 0.9886067708333334}, {"start": 2199.33, "end": 2199.47, "word": " و", "probability": 0.5244140625}, {"start": 2199.47, "end": 2199.57, "word": " هنا", "probability": 0.81298828125}, {"start": 2199.57, "end": 2199.75, "word": " نفس", "probability": 0.986572265625}, {"start": 2199.75, "end": 2199.95, "word": " الكلام", "probability": 0.6896158854166666}, {"start": 2199.95, "end": 2200.13, "word": " واحد", "probability": 0.7900390625}, {"start": 2200.13, "end": 2200.35, "word": " اتنين", "probability": 0.9769287109375}, {"start": 2200.35, "end": 2200.91, "word": " تلاتة", "probability": 0.98095703125}, {"start": 2200.91, "end": 2201.73, "word": " اربعة", "probability": 0.853515625}, {"start": 2201.73, "end": 2202.31, "word": " برضه", "probability": 0.9248046875}, {"start": 2202.31, "end": 2203.05, "word": " تجميحهم", "probability": 0.9716796875}, {"start": 2203.05, "end": 2203.79, "word": " في", "probability": 0.982421875}, {"start": 2203.79, "end": 2204.03, "word": " ال", "probability": 0.97314453125}, {"start": 2204.03, "end": 2204.23, "word": " o", "probability": 0.6884765625}, {"start": 2204.23, "end": 2204.43, "word": " point", "probability": 0.94921875}, {"start": 2204.43, "end": 2204.73, "word": " two", "probability": 0.93603515625}, {"start": 2204.73, "end": 2204.89, "word": " و", "probability": 0.62939453125}, {"start": 2204.89, "end": 2205.03, "word": " هنا", "probability": 0.91259765625}, {"start": 2205.03, "end": 2205.27, "word": " واحد", "probability": 0.956298828125}, {"start": 2205.27, "end": 2205.49, "word": " اتنين", "probability": 0.9873046875}, {"start": 2205.49, "end": 2205.91, "word": " تلاتة", "probability": 0.988525390625}, {"start": 2205.91, "end": 2206.31, "word": " اربعة", "probability": 0.9459635416666666}, {"start": 2206.31, "end": 2206.69, "word": " في", "probability": 0.9453125}, {"start": 2206.69, "end": 2206.87, "word": " o", "probability": 0.7177734375}, {"start": 2206.87, "end": 2207.09, "word": " point", "probability": 0.96337890625}, {"start": 2207.09, "end": 2207.63, "word": " five", "probability": 0.94775390625}, {"start": 2207.63, "end": 2208.73, "word": " على", "probability": 0.8779296875}], "temperature": 1.0}, {"id": 91, "seek": 223883, "start": 2210.03, "end": 2238.83, "text": "الـ 0.1 في 3 0.2 في 4 0.5 في 4 بيطلع 67.4 أو 0.4 ف 67.4 بنقدر نقول إنه هذا هو القرار النهائي اللي هيعطاه لل user بحيث إنه يقرر بناء عليه هل هذا هيك risk ولا مش risk فلما أقوله 67% المشروع هذا فيه risk", "tokens": [6027, 39184, 1958, 13, 16, 8978, 805, 1958, 13, 17, 8978, 1017, 1958, 13, 20, 8978, 1017, 4724, 1829, 9566, 1211, 3615, 23879, 13, 19, 34051, 1958, 13, 19, 6156, 23879, 13, 19, 44945, 28543, 2288, 8717, 39648, 36145, 3224, 23758, 31439, 25062, 2288, 9640, 28239, 3224, 16373, 1829, 13672, 1829, 39896, 3615, 9566, 40294, 24976, 4195, 4724, 5016, 1829, 12984, 36145, 3224, 7251, 4587, 2288, 2288, 44945, 16606, 47356, 8032, 1211, 23758, 39896, 4117, 3148, 49429, 37893, 3148, 6156, 1211, 15042, 5551, 39648, 3224, 23879, 4, 9673, 8592, 32887, 3615, 23758, 8978, 3224, 3148], "avg_logprob": -0.1969401049427688, "compression_ratio": 1.6302083333333333, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 2210.03, "end": 2210.31, "word": "الـ", "probability": 0.834228515625}, {"start": 2210.31, "end": 2210.51, "word": " 0", "probability": 0.255615234375}, {"start": 2210.51, "end": 2211.61, "word": ".1", "probability": 0.95068359375}, {"start": 2211.61, "end": 2212.01, "word": " في", "probability": 0.63427734375}, {"start": 2212.01, "end": 2212.43, "word": " 3", "probability": 0.74951171875}, {"start": 2212.43, "end": 2213.31, "word": " 0", "probability": 0.35205078125}, {"start": 2213.31, "end": 2213.93, "word": ".2", "probability": 0.98828125}, {"start": 2213.93, "end": 2214.25, "word": " في", "probability": 0.97998046875}, {"start": 2214.25, "end": 2214.67, "word": " 4", "probability": 0.99560546875}, {"start": 2214.67, "end": 2215.41, "word": " 0", "probability": 0.86181640625}, {"start": 2215.41, "end": 2216.49, "word": ".5", "probability": 0.991943359375}, {"start": 2216.49, "end": 2216.91, "word": " في", "probability": 0.98193359375}, {"start": 2216.91, "end": 2217.25, "word": " 4", "probability": 0.994140625}, {"start": 2217.25, "end": 2218.79, "word": " بيطلع", "probability": 0.7237548828125}, {"start": 2218.79, "end": 2219.63, "word": " 67", "probability": 0.89306640625}, {"start": 2219.63, "end": 2222.31, "word": ".4", "probability": 0.89599609375}, {"start": 2222.31, "end": 2222.73, "word": " أو", "probability": 0.6064453125}, {"start": 2222.73, "end": 2222.97, "word": " 0", "probability": 0.40380859375}, {"start": 2222.97, "end": 2223.37, "word": ".4", "probability": 0.99365234375}, {"start": 2223.37, "end": 2223.83, "word": " ف", "probability": 0.8408203125}, {"start": 2223.83, "end": 2224.73, "word": " 67", "probability": 0.56591796875}, {"start": 2224.73, "end": 2225.55, "word": ".4", "probability": 0.994384765625}, {"start": 2225.55, "end": 2226.17, "word": " بنقدر", "probability": 0.7740885416666666}, {"start": 2226.17, "end": 2226.39, "word": " نقول", "probability": 0.98095703125}, {"start": 2226.39, "end": 2226.59, "word": " إنه", "probability": 0.4473876953125}, {"start": 2226.59, "end": 2226.73, "word": " هذا", "probability": 0.56591796875}, {"start": 2226.73, "end": 2226.91, "word": " هو", "probability": 0.978515625}, {"start": 2226.91, "end": 2227.31, "word": " القرار", "probability": 0.9928385416666666}, {"start": 2227.31, "end": 2227.89, "word": " النهائي", "probability": 0.9853515625}, {"start": 2227.89, "end": 2228.27, "word": " اللي", "probability": 0.93115234375}, {"start": 2228.27, "end": 2228.93, "word": " هيعطاه", "probability": 0.8126220703125}, {"start": 2228.93, "end": 2229.55, "word": " لل", "probability": 0.34521484375}, {"start": 2229.55, "end": 2230.01, "word": " user", "probability": 0.5478515625}, {"start": 2230.01, "end": 2230.75, "word": " بحيث", "probability": 0.9814453125}, {"start": 2230.75, "end": 2231.19, "word": " إنه", "probability": 0.760009765625}, {"start": 2231.19, "end": 2231.93, "word": " يقرر", "probability": 0.9930419921875}, {"start": 2231.93, "end": 2232.21, "word": " بناء", "probability": 0.899169921875}, {"start": 2232.21, "end": 2232.51, "word": " عليه", "probability": 0.91064453125}, {"start": 2232.51, "end": 2232.81, "word": " هل", "probability": 0.929443359375}, {"start": 2232.81, "end": 2233.05, "word": " هذا", "probability": 0.90087890625}, {"start": 2233.05, "end": 2233.53, "word": " هيك", "probability": 0.83154296875}, {"start": 2233.53, "end": 2233.91, "word": " risk", "probability": 0.85400390625}, {"start": 2233.91, "end": 2234.43, "word": " ولا", "probability": 0.82080078125}, {"start": 2234.43, "end": 2234.63, "word": " مش", "probability": 0.9892578125}, {"start": 2234.63, "end": 2234.99, "word": " risk", "probability": 0.984375}, {"start": 2234.99, "end": 2235.33, "word": " فلما", "probability": 0.8740234375}, {"start": 2235.33, "end": 2235.71, "word": " أقوله", "probability": 0.7267252604166666}, {"start": 2235.71, "end": 2236.59, "word": " 67", "probability": 0.97607421875}, {"start": 2236.59, "end": 2237.07, "word": "%", "probability": 0.9453125}, {"start": 2237.07, "end": 2238.21, "word": " المشروع", "probability": 0.9644775390625}, {"start": 2238.21, "end": 2238.35, "word": " هذا", "probability": 0.85546875}, {"start": 2238.35, "end": 2238.57, "word": " فيه", "probability": 0.8408203125}, {"start": 2238.57, "end": 2238.83, "word": " risk", "probability": 0.97900390625}], "temperature": 1.0}, {"id": 92, "seek": 224376, "start": 2239.92, "end": 2243.76, "text": "هذه المعلومة بيقدر يفهمها بيقدر يتعامل معاها", "tokens": [3224, 24192, 9673, 30241, 20498, 3660, 4724, 1829, 28543, 2288, 7251, 5172, 16095, 11296, 4724, 1829, 28543, 2288, 7251, 2655, 3615, 10943, 1211, 20449, 995, 11296], "avg_logprob": -0.13744212300689132, "compression_ratio": 1.2058823529411764, "no_speech_prob": 0.0, "words": [{"start": 2239.92, "end": 2240.18, "word": "هذه", "probability": 0.947021484375}, {"start": 2240.18, "end": 2240.54, "word": " المعلومة", "probability": 0.982177734375}, {"start": 2240.54, "end": 2240.78, "word": " بيقدر", "probability": 0.8148193359375}, {"start": 2240.78, "end": 2241.24, "word": " يفهمها", "probability": 0.985107421875}, {"start": 2241.24, "end": 2241.58, "word": " بيقدر", "probability": 0.8128662109375}, {"start": 2241.58, "end": 2242.62, "word": " يتعامل", "probability": 0.87158203125}, {"start": 2242.62, "end": 2243.76, "word": " معاها", "probability": 0.8697916666666666}], "temperature": 1.0}], "language": "ar", "language_probability": 1.0, "duration": 2244.022875, "duration_after_vad": 2156.3418749999946}
\ No newline at end of file
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/tpUG4X3IeaA.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/tpUG4X3IeaA.srt
new file mode 100644
index 0000000000000000000000000000000000000000..fd707984c14c6089fbdd9b0b05835cccd4f065a1
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/tpUG4X3IeaA.srt
@@ -0,0 +1,3103 @@
+1
+00:00:05,110 --> 00:00:07,150
+بسم الله الرحمن الرحيم والصلاة والسلام على أشرف
+
+2
+00:00:07,150 --> 00:00:12,030
+الأنبياء والمرسلين سيدنا محمد، نكمل موضوعنا في
+
+3
+00:00:12,030 --> 00:00:15,770
+عملية الـ search، واللي بدأنا نتحدث فيها في مساقنا
+
+4
+00:00:15,770 --> 00:00:20,810
+لهذا الفصل، واللي هو الـ expert systems، تحدثنا عن
+
+5
+00:00:20,810 --> 00:00:24,730
+عملية الـ search وقسمناها لـ uninformed strategies
+
+6
+00:00:24,730 --> 00:00:28,730
+و informed strategies، والمرة السابقة كنا نتحدث
+
+7
+00:00:28,730 --> 00:00:33,870
+عن الـ informed strategies ووصلنا لمرحلة أن بدأنا
+
+8
+00:00:33,870 --> 00:00:37,830
+نتحدث عن حاجة اللي هي علاقة بالـ local search، الـ
+
+9
+00:00:37,830 --> 00:00:40,130
+local search بمعنى أنه ممكن يكون عند الـ function
+
+10
+00:00:40,130 --> 00:00:46,370
+فيها أكثر من حل أو أكثر من optimal بالمعنى الرياضي
+
+11
+00:00:46,370 --> 00:00:50,250
+للكلمة كـ optimal، أي حاجة بقدر أسميها optimal
+
+12
+00:00:50,250 --> 00:00:53,650
+maximum أو minimum، إذا كانت هي أفضل من النقطتين
+
+13
+00:00:53,650 --> 00:00:57,110
+اللي حواليها، بمعنى أنه هنا فيها نقطة بسميها
+
+14
+00:00:57,110 --> 00:01:04,400
+optimal، هنا الـ optimal تحديدا بتروح لـ maximum أو
+
+15
+00:01:04,400 --> 00:01:09,340
+ممكن تكون بهذا الشكل، فالـ optimal هنا هتكون
+
+16
+00:01:09,340 --> 00:01:14,120
+minimum، القصد أن الـ minimum أو الـ maximum هي أفضل
+
+17
+00:01:14,120 --> 00:01:18,340
+من النقطتين اللي حواليها، من نقطة قبلها ونقطة بعدها،
+
+18
+00:01:18,340 --> 00:01:22,920
+فبقدر أسميها local بصفة عامة، طيب مجموعة الـ local
+
+19
+00:01:22,920 --> 00:01:28,290
+optimal بكون في واحدة منهم the best one، the best
+
+20
+00:01:28,290 --> 00:01:30,910
+one، هذه بنسميها الـ global، والحقيقة لما تحدثنا
+
+21
+00:01:30,910 --> 00:01:34,110
+المرة السابقة، وكنا بنتكلم عن الـ hill climbing
+
+22
+00:01:34,110 --> 00:01:38,990
+search، وجدنا أنه إحنا هنقع في عملية الـ local أو الـ
+
+23
+00:01:38,990 --> 00:01:44,800
+localization، فصار بدنا طريقة نطلع منها، الـ simulated
+
+24
+00:01:44,800 --> 00:01:48,080
+annealing الـ search، الحقيقة المفروض أن هي strategy
+
+25
+00:01:48,080 --> 00:01:52,520
+برضه، إحنا حاولنا نتجاوز هذا الموضوع، فبكل بساطة
+
+26
+00:01:52,520 --> 00:01:56,260
+الفكرة من هذا.. من هذا التكنيك أو هذه
+
+27
+00:01:56,260 --> 00:02:01,220
+الاستراتيجية، هي عملية أن أنا أحاول أطلع من الـ
+
+28
+00:02:01,220 --> 00:02:05,330
+local Maxima، على اعتبار أن إحنا المرة السابقة كنا
+
+29
+00:02:05,330 --> 00:02:08,370
+نتحدث عن الـ hill climbing، فأنا بتكلم عن
+
+30
+00:02:08,370 --> 00:02:13,330
+maximization، بدور على الـ maximum أو الـ peak، الـ
+
+31
+00:02:13,330 --> 00:02:19,590
+maximum peak، كويس، كيف ممكن نعمل عملية الخروج من الـ
+
+32
+00:02:19,590 --> 00:02:23,870
+local maxima من خلال الـ algorithm التالي، واللي
+
+33
+00:02:23,870 --> 00:02:27,450
+بنقدر نسميه كـ function هو simulated annealing، هذا
+
+34
+00:02:27,450 --> 00:02:30,870
+بدي أعطيه الـ problem، والـ problem زي ما قلنا المرة
+
+35
+00:02:30,870 --> 00:02:34,210
+السابقة هي عبارة عن f of x أو المعادلة الـ
+
+36
+00:02:34,210 --> 00:02:37,730
+objective function، الـ objective function أو الـ cost
+
+37
+00:02:37,730 --> 00:02:40,850
+function اللي بدنا نشتغل عليها، أو performance
+
+38
+00:02:40,850 --> 00:02:44,890
+function، سواء أنا بدور على maximum أو minimum، فبده
+
+39
+00:02:44,890 --> 00:02:47,290
+minimize فبسميها cost function، بده maximize
+
+40
+00:02:47,290 --> 00:02:52,050
+فبسميها performance function، تمام، وبعدين في end
+
+41
+00:02:52,050 --> 00:02:56,530
+schedule، هذه محتاجها، التكنيك هذا محتاج، التكنيك هذا
+
+42
+00:02:56,530 --> 00:03:00,690
+ببساطة جدا، في الحالة اللي هنتحدث عنها اليوم، هيكون
+
+43
+00:03:00,690 --> 00:03:02,790
+الـ schedule تبعنا
+
+44
+00:03:05,340 --> 00:03:14,740
+بهذا الشكل، تناقصي، تناقصية مع الـ time، وهذه تمثل الـ
+
+45
+00:03:14,740 --> 00:03:19,820
+temperature، ونشوف كيف بدنا نتحرك ضمن هذا الـ
+
+46
+00:03:19,820 --> 00:03:23,240
+schedule، بحيث أن هدول الـ input لازم يكونوا given
+
+47
+00:03:24,140 --> 00:03:27,980
+للطريقة، أعطيها الـ F of X اللي لازم تحللي ليها، و
+
+48
+00:03:27,980 --> 00:03:31,980
+أعطيها الـ schedule اللي هتمشي عليه أثناء عملية الـ
+
+49
+00:03:31,980 --> 00:03:36,200
+search، كويس، الـ return، إيش منتظر آخذ منهم؟ هاخذ
+
+50
+00:03:36,200 --> 00:03:40,760
+منهم حل للـ state تبعتنا، أو آخذ solution في
+
+51
+00:03:40,760 --> 00:03:44,360
+النهاية، الـ solution هي مجموعة الـ input، سبعة أول
+
+52
+00:03:44,360 --> 00:03:48,000
+شغلة، الـ problem زي ما قلنا، نعرفهم بشكل أوضح، الـ
+
+53
+00:03:48,000 --> 00:03:50,580
+problem هذه عبارة عن الـ problem نفسها، وبعدين في
+
+54
+00:03:50,580 --> 00:03:53,360
+حاجة اسمها schedule، الـ schedule هذه اللي هي الـ map
+
+55
+00:03:53,360 --> 00:03:57,560
+لـ time والـ temperature، أو from time to
+
+56
+00:03:57,560 --> 00:04:00,940
+temperature، الـ time هنا بكل بساطة بقدر أسميه الـ
+
+57
+00:04:00,940 --> 00:04:05,420
+iteration أو الـ loop في عملية الـ search، زي من المرة
+
+58
+00:04:05,420 --> 00:04:08,760
+السابقة، أخذنا برضه، كان في عندي loop وبيه عملية
+
+59
+00:04:08,760 --> 00:04:13,420
+بحث أثناء الـ loop، تمام، فإذا هنا الـ loop نفسه
+
+60
+00:04:13,420 --> 00:04:17,020
+هنتكلم عنه على أساس أنه هو الـ small t هذه أو الـ
+
+61
+00:04:17,020 --> 00:04:19,900
+time أو الـ time، طيب إيش المتغيرات اللي المفروض
+
+62
+00:04:19,900 --> 00:04:22,600
+يكونوا موجودين، أو الـ local variables، في كلمة
+
+63
+00:04:22,600 --> 00:04:25,240
+current، current أو الـ current point، الـ current
+
+64
+00:04:25,240 --> 00:04:27,940
+point، هذه هي الـ node اللي إحنا الآن هنكون موجودين
+
+65
+00:04:27,940 --> 00:04:33,050
+فيها مرحلياً أثناء عملية البحث، وفي next، next هذه
+
+66
+00:04:33,050 --> 00:04:37,170
+المفروضة هي المرشحة أنها تكون next، نفحصها إذا كانت
+
+67
+00:04:37,170 --> 00:04:41,290
+مناسبة، فأصبحت أحولها لـ current لاحقاً، إذا كانت غير
+
+68
+00:04:41,290 --> 00:04:44,610
+مناسبة، لا تتحول لـ current، وبناخذ.. بندور على
+
+69
+00:04:44,610 --> 00:04:50,810
+next أخرى، أو another next، كويس، T الـ capital هذه
+
+70
+00:04:50,810 --> 00:04:52,830
+الـ temperature، ومافيش فيها مشكلة، هذه بنعمل
+
+71
+00:04:52,830 --> 00:04:56,790
+controlling على الـ probability of downward steps،
+
+72
+00:04:57,520 --> 00:05:02,740
+بحيث أني أتحكم في عملية الخروج من عملية الـ
+
+73
+00:05:02,740 --> 00:05:05,740
+localization، اللي هنتكلم عنها الآن، بنشوفها خلال الـ
+
+74
+00:05:05,740 --> 00:05:08,960
+algorithm، كيف تمشي مبدئياً، كلمة current اللي هو
+
+75
+00:05:08,960 --> 00:05:13,000
+النقطة الحالية، أنا وين أبدأ الـ search تبعي؟ فهنبدأ
+
+76
+00:05:13,000 --> 00:05:16,560
+من current، ودي بناخدها بشكل initial state للـ
+
+77
+00:05:16,560 --> 00:05:21,210
+problem، أو randomly، من الآخر إذا مافيش عندي معلومة
+
+78
+00:05:21,210 --> 00:05:24,530
+واضحة، وعندي function، فأنا ممكن آخذها بشكل random
+
+79
+00:05:24,530 --> 00:05:31,030
+value، أحطها تحت مسمى current point، تمام، بعد ذلك
+
+80
+00:05:31,030 --> 00:05:34,070
+هنبدأ عملية البحث، واللي هنحطها داخل الـ loop زي ما
+
+81
+00:05:34,070 --> 00:05:40,650
+قلنا، هنبدأ من T بواحد، ونستمر، طبعاً إحنا كاتبين
+
+82
+00:05:40,650 --> 00:05:43,410
+هنا to infinity، ولكن هي الحقيقة اللي هيحددها
+
+83
+00:05:43,410 --> 00:05:46,690
+بالضبط، جديش هو الـ schedule اللي إحنا هنتحرك عليه،
+
+84
+00:05:47,370 --> 00:05:51,630
+إحنا جديش maximum عندنا؟ فبنوقف حسب ما إحنا شايفين،
+
+85
+00:05:51,630 --> 00:05:54,190
+فإحنا maximum هي النقطة الـ maximum اللي هتكون
+
+86
+00:05:54,190 --> 00:05:57,270
+موجودة، اللي هي هيصبح عندها الـ capital T أو الـ
+
+87
+00:05:57,270 --> 00:06:01,130
+temperature equal to zero، equal to zero، كويس،
+
+88
+00:06:01,130 --> 00:06:05,730
+فبدأنا من خلال الـ schedule اللي قدامنا، هناخد قيمة
+
+89
+00:06:05,730 --> 00:06:10,390
+الـ T capital، بمعنى ببدأ من الـ zero، فقيمة T capital
+
+90
+00:06:10,390 --> 00:06:16,680
+عالية، قيمة T capital عالية، فإذا capital T تتناسب
+
+91
+00:06:16,680 --> 00:06:21,200
+مع واحد على small t، هذه مهمة جداً، هنتكلم عن
+
+92
+00:06:21,200 --> 00:06:26,520
+تأثيرها لاحقاً، بعد ذلك، هنبدأ بالـ schedule، حددنا
+
+93
+00:06:26,520 --> 00:06:31,360
+قيمة T، إذا كانت والله T بتساوي صفر.. لاحظ؟
+
+94
+00:06:33,550 --> 00:06:41,130
+قيمة أقل أقل أقل أقل أقل أقل أقل أقل أقل أقل أقل
+
+95
+00:06:41,130 --> 00:06:43,310
+أقل أقل أقل أقل أقل أقل أقل أقل أقل أقل أقل
+
+96
+00:06:43,310 --> 00:06:43,750
+أقل أقل أقل أقل أقل أقل أقل أقل أقل أقل أقل
+
+97
+00:06:43,750 --> 00:06:43,770
+أقل أقل أقل أقل أقل أقل أقل أقل أقل أقل أقل
+
+98
+00:06:43,770 --> 00:06:46,270
+أقل أقل أقل أقل أقل أقل أقل أقل أقل أقل أقل
+
+99
+00:06:46,270 --> 00:06:51,620
+أقل أقل، الـ loop للـ T small انتهى، بعد هيك خلاص
+
+100
+00:06:51,620 --> 00:06:56,640
+capital دائماً zero، ففي الحالة هذه، آخر current
+
+101
+00:06:56,640 --> 00:07:01,260
+وصلنا له، أو آخر حل أصبح متحقق عنده، باخذه كأنه هو
+
+102
+00:07:01,260 --> 00:07:05,760
+الحل، فإذا كان الـ T بتساوي صفر، إذا برجع بكلمة أو
+
+103
+00:07:05,760 --> 00:07:11,410
+بالـ.. بالـ.. بقيمة current node وبنوقف عليها، أما
+
+104
+00:07:11,410 --> 00:07:16,290
+طبعاً بعد ذلك، إذا لم يتحقق هذا الشرط، فخلاص بنشوف
+
+105
+00:07:16,290 --> 00:07:18,830
+اللي بعده، على اعتبار أنه زي ما قلنا، return بتطلعني
+
+106
+00:07:18,830 --> 00:07:23,170
+من الـ.. من كل البرنامج على بعضه، بنطلع، خلصنا، و
+
+107
+00:07:23,170 --> 00:07:28,610
+بننفذش كل ما بعده، لكن إذا لم يتحقق، فبدي تلقائياً
+
+108
+00:07:28,610 --> 00:07:32,570
+انتقل لللي وراه، تلقائياً هنتقل لللي بعده عشان نشوف
+
+109
+00:07:32,570 --> 00:07:38,640
+كلمة next، كلمة next هذه اللي هتكون مرشحة تنافس الـ
+
+110
+00:07:38,640 --> 00:07:41,680
+current، هل هي أفضل من الـ current ولا لأ، أسوأ من الـ
+
+111
+00:07:41,680 --> 00:07:44,880
+current، وبناءً على ذلك بنحدد، أحطها مكان الـ current
+
+112
+00:07:44,880 --> 00:07:48,500
+أو لأ، مش محتاجة تروح مكان الـ current، فهنا هنقول
+
+113
+00:07:48,500 --> 00:07:52,240
+next عبارة عن randomly selected successor of
+
+114
+00:07:52,240 --> 00:07:55,800
+current، بمعنى الـ current من المرة السابقة، مش
+
+115
+00:07:55,800 --> 00:07:58,870
+اللي قلناه، قلناه، إحنا بنعمل مجموعة الـ
+
+116
+00:07:58,870 --> 00:08:02,090
+successors، مجموعة الـ successors، تعني دولة واحدة
+
+117
+00:08:02,090 --> 00:08:05,590
+يمين، واحدة، شمال، واحدة، up، واحدة، down، بنتحرك فيهم،
+
+118
+00:08:05,590 --> 00:08:08,350
+بنشوف مين الـ maximum منهم عشان نقارنها بعد ذلك،
+
+119
+00:08:08,350 --> 00:08:11,630
+طبعاً مجرد مين الـ maximum منهم، أصبحت هي الـ next،
+
+120
+00:08:11,630 --> 00:08:14,830
+عشان تقارن بالـ current بعد ذلك، تقارن بالـ current،
+
+121
+00:08:14,830 --> 00:08:18,810
+وهذا اللي حكيناه من المحاضرة السابقة في الـ hill
+
+122
+00:08:18,810 --> 00:08:26,010
+climbing search، كويس.. الآن حددنا الـ next، وزي ما
+
+123
+00:08:26,010 --> 00:08:29,090
+قلنا، الأربعة، بدل ما أجيب the highest one randomly،
+
+124
+00:08:29,090 --> 00:08:32,690
+من الأربعة هدول، إذا والله بتكلم عن 3D للـ problem
+
+125
+00:08:32,690 --> 00:08:36,050
+تبعتنا، معناها بصراحة عندي ثمانية، and so on، فإذا
+
+126
+00:08:36,050 --> 00:08:39,870
+بيكون عندي الـ.. الـ.. الـ successors هدول حسب الـ
+
+127
+00:08:39,870 --> 00:08:43,630
+dimensionality للـ problem نفسها، بتتحدد جديش عدد الـ
+
+128
+00:08:43,630 --> 00:08:48,230
+successors الممكنين، تمام، فحددنا next، إذا والله
+
+129
+00:08:48,230 --> 00:08:50,810
+next
+
+130
+00:08:52,130 --> 00:08:55,050
+value، إيش يعني next value؟ next إحنا اتفقنا أنه
+
+131
+00:08:55,050 --> 00:09:00,370
+هاد عبارة عن نقطة x، طيب لما أقول value of next،
+
+132
+00:09:00,370 --> 00:09:06,230
+معنى ذلك أني بقول f of x، يعني جبنا الـ evaluation،
+
+133
+00:09:06,230 --> 00:09:10,490
+أو الـ functional value، الـ evaluation أو الـ
+
+134
+00:09:10,490 --> 00:09:16,450
+functional value لمين؟ لـ next، تمام، فصارت كأنها f
+
+135
+00:09:16,450 --> 00:09:23,300
+of next ناقص f of current، نقص f of current، بنطرحهم
+
+136
+00:09:23,300 --> 00:09:26,800
+من بعض، وناخد بالنا دائماً، أنا بتحدث عن
+
+137
+00:09:26,800 --> 00:09:31,780
+maximization، نتحدث عن maximum، فإذا إذا كانت delta
+
+138
+00:09:31,780 --> 00:09:36,920
+E فعلياً positive أو negative، هذا بيعطيني مؤشر أن
+
+139
+00:09:36,920 --> 00:09:41,740
+هو مين منهم أكبر من الثاني، مين منهم هيكون أكبر من
+
+140
+00:09:41,740 --> 00:09:48,850
+الثاني؟ فلما أقول إذا كانت delta E أكبر من صفر..
+
+141
+00:09:48,850 --> 00:09:54,950
+أكبر من صفر، فبنحط current هي الـ next، على اعتبار
+
+142
+00:09:54,950 --> 00:09:58,980
+أنه إذا كان هنا أكبر من صفر، معناته positive، وهذه
+
+143
+00:09:58,980 --> 00:10:01,020
+هتكون positive، إيه أنت؟ إذا كان الـ term الأول هو
+
+144
+00:10:01,020 --> 00:10:05,360
+الأكبر.. term الأول هو الأكبر، لأي قيمة.. term
+
+145
+00:10:05,360 --> 00:10:10,200
+الأول أكبر في عملية طرح.. معنى ذلك أنه الناتج أكيد
+
+146
+00:10:10,200 --> 00:10:14,520
+هيكون قيمة positive، في الحالة هذه automatically،
+
+147
+00:10:14,520 --> 00:10:18,700
+بنعرف أنه الـ next أعطتني قيمة أعلى من الـ current،
+
+148
+00:10:18,700 --> 00:10:23,800
+..أعلى من الـ current، فبنحول قيمة next تصبح هي الـ
+
+149
+00:10:23,800 --> 00:10:28,670
+current الحالي.. هي قيمة الـ current الحالي، طيب else،
+
+150
+00:10:28,670 --> 00:10:32,470
+إذا لم يتحقق، الحقيقة، ذلك، ما قدرناش نحقق هذا الـ
+
+151
+00:10:32,470 --> 00:10:35,570
+condition، معنى ذلك أنه إيش اللي حصل فعلياً؟ اللي
+
+152
+00:10:35,570 --> 00:10:41,190
+حصل أنه delta E هي أصبحت أقل من أو تساوي الـ zero،
+
+153
+00:10:41,190 --> 00:10:46,550
+أصبحت أقل من، العكس مباشرة، عكسها مباشرة، طيب مدام
+
+154
+00:10:46,550 --> 00:10:51,400
+أقل من أو تساوي، معنى ذلك أنه بعرف أن الـ current هي
+
+155
+00:10:51,400 --> 00:10:54,960
+الأفضل، الـ current كانت أفضل، في الحالة هذه، إذا الـ
+
+156
+00:10:54,960 --> 00:11:00,200
+current أفضل، بنحط الـ next، يعني القاعدة الأساسية أن
+
+157
+00:11:00,200 --> 00:11:03,780
+الـ current تبقى، لازمها هي، لكن بنعمل احتمالية،
+
+158
+00:11:03,780 --> 00:11:09,520
+الاحتمالية هذه أنه أحط الـ next مكان الـ current، رغم
+
+159
+00:11:09,520 --> 00:11:13,380
+أن أنا عارف أنها أسوأ، رغم أنه بعرف أنها أسوأ،
+
+160
+00:11:13,380 --> 00:11:20,700
+كويس، هذا فقط with probability E to the power delta
+
+161
+00:11:20,700 --> 00:11:27,600
+E، ونكبرها شوية، E to the power delta E على capital
+
+162
+00:11:27,600 --> 00:11:33,060
+T، شوية شوية، ناخدها الآن، delta E عشان أصلها
+
+163
+00:11:33,060 --> 00:11:37,920
+الاحتمالية هذه، واضح أنه لازم تكون أقل من صفر، أقل
+
+164
+00:11:37,920 --> 00:11:40,580
+من صفر، يعني مبدئياً هذا الـ term بده يكون بالـ
+
+165
+00:11:40,580 --> 00:11:45,740
+negative، هذا الـ term يكون negative، واضح أنه لازم
+
+166
+00:11:45,740 --> 00:11:47,920
+يكون negative، فمعنى ذلك أن أنا بتعامل مع الـ
+
+167
+00:11:47,920 --> 00:11:51,680
+function بهذا الشكل، واللي هي مبدئياً هنا واحد عند
+
+168
+00:11:51,680 --> 00:11:56,840
+الصفر، وتناقص، هي في الـ infinitive تصل للـ zero، في
+
+169
+00:11:56,840 --> 00:11:59,640
+الـ infinitive تصل للـ zero، هي الـ exponential لـ
+
+170
+00:11:59,640 --> 00:12:06,380
+negative، هي الـ function بتاعتنا، طيب، فإذا في أفضل
+
+171
+00:12:06,380 --> 00:12:10,540
+الأحوال، أو أكبر قيمة ممكنة لهذا الـ term أن يكون
+
+172
+00:12:10,540 --> 00:12:15,290
+فوق zero، على اعتبار أنه إذا يساوي التحقق، ففي
+
+173
+00:12:15,290 --> 00:12:19,290
+الحالة دي واحد، واحد، معنى ذلك أنه الـ probability
+
+174
+00:12:19,290 --> 00:12:23,190
+بتقول لي أنه، لأ
+
+223
+00:15:39,970 --> 00:15:42,850
+بخلص البحث تبعي أو الـ search تبعي أو الـ loop تبعي
+
+224
+00:15:42,850 --> 00:15:45,750
+وين بده ينتهي؟ أكيد زي ما قلنا، هينتهي بنقطة هنا.
+
+225
+00:15:45,750 --> 00:15:52,490
+النقطة اللي هنا هتخلي الـ capital T Zero هنا Zero.
+
+226
+00:15:52,490 --> 00:15:59,870
+معناه ذلك أن الاحتمالية Zero، معناته لأ، أنا خلاص عدد
+
+227
+00:15:59,870 --> 00:16:03,610
+المرات الـ loop اللي أنا، أو الـ iteration اللي
+
+228
+00:16:03,610 --> 00:16:07,370
+مسموح لي، بتخلص، قاعدة فما فيش مجال أقعد أنطنت كتير.
+
+229
+00:16:07,370 --> 00:16:12,010
+خلاص، آخر، بفضل الآن احتمالية أنه أضلني على الـ
+
+230
+00:16:12,010 --> 00:16:15,260
+current، أعلى إني أضل على الـ current، أضل على الـ
+
+231
+00:16:15,260 --> 00:16:20,180
+current، معناته ما غيرش، ما عملش التغيير هذا، تمام؟ فهي
+
+232
+00:16:20,180 --> 00:16:24,980
+تقريباً هيك بشكل أو بآخر، فكرة الـ simulated
+
+233
+00:16:24,980 --> 00:16:29,820
+annealing، واللي زي ما قلنا سابقاً، نمكنهي بتعتمد على
+
+234
+00:16:29,820 --> 00:16:35,020
+ظاهرة الحديد، ظاهرة اللي هي تبريد الحديد أو تحسين
+
+235
+00:16:35,020 --> 00:16:38,780
+الحديد، تحسين الحديد ببساطة، بتنبه هذا الشكل، أن
+
+236
+00:16:38,780 --> 00:16:41,600
+أنا بسخن وببرد، وبسخن وببرد، فهي اللي بصيفها
+
+237
+00:16:41,600 --> 00:16:45,240
+اللي هي عملية تسخين وتبريد، تسخين وتبريد بناءً
+
+238
+00:16:45,240 --> 00:16:48,500
+على الـ schedule، بناءً على الـ schedule اللي موجود
+
+239
+00:16:49,290 --> 00:16:53,770
+موجود عندنا، تمام؟ هذه بالشكل الأساسي، كثير كويس أنه
+
+240
+00:16:53,770 --> 00:16:56,890
+الـ simulated annealing، تحاولوا تعملوها algorithm
+
+241
+00:16:56,890 --> 00:17:00,950
+طبعاً بترجعوا للمحاضرة، شرحها من البداية، وإذا كان في
+
+242
+00:17:00,950 --> 00:17:05,170
+أي مشكلة، بلغوني فيها، يعني خليني أناقشها بعدين حسب
+
+243
+00:17:05,170 --> 00:17:09,290
+ما تسمعوا المحاضرة كمان مرة، طيب، كثير كويس أنكم
+
+244
+00:17:09,290 --> 00:17:13,310
+تحاولوا تعملوا algorithm عليها، تحلوا كم من سؤال
+
+245
+00:17:13,310 --> 00:17:15,790
+من الـ calculus اللي كنتم تاخدوهم زمان، اللي كانوا
+
+246
+00:17:15,790 --> 00:17:19,860
+بتطلبوا فيها maximize و minimize، ومش عارف طريقة جداً
+
+247
+00:17:19,860 --> 00:17:26,020
+مُشَيدة، الحقيقة، في عملية الـ globalization، لأ،
+
+248
+00:17:26,020 --> 00:17:28,440
+هي زي ما قلنا، احنا مش مضطرين على النقاط، احنا
+
+249
+00:17:28,440 --> 00:17:31,500
+بنعتمد بشكل أساسي على مجموعة... بنختار من الـ
+
+250
+00:17:31,500 --> 00:17:37,620
+successors للـ current، بنختار منهم بناءً على إذا كان
+
+251
+00:17:37,620 --> 00:17:42,810
+الـ successor هذا اللي هو حطيناه next، أفضل، أكيد بغير
+
+252
+00:17:42,810 --> 00:17:46,770
+مباشرة، إذا لأ، هو أسوأ، بخلّي برضه فيه احتمالية
+
+253
+00:17:46,770 --> 00:17:51,110
+تغيير، ولكن باحتمالية، إذا أنا لسه في بداية البحث،
+
+254
+00:17:51,110 --> 00:17:56,430
+بجازف بهذه الاحتمالية وبغيرها رغم إن هي أسوأ، بكون
+
+255
+00:17:56,430 --> 00:17:59,490
+مخزن أفضل حل موجود عندي، بحيث إنه دائماً عندي حل
+
+256
+00:17:59,490 --> 00:18:04,690
+واحد، دايماً كله بشتغله برجع لنفس الحل كله،
+
+257
+00:18:04,690 --> 00:18:07,110
+بشتغله برجع لنفس الحل، خلاص، معناته واضح إنه هذا هو
+
+258
+00:18:07,110 --> 00:18:11,960
+الـ... هو الـ global، أو خليني أقول أن احنا بنشتغل في
+
+259
+00:18:11,960 --> 00:18:15,080
+احتمالات في الآخر، معنى ذلك أن الاحتمال يعالج جداً
+
+260
+00:18:15,080 --> 00:18:19,860
+أن هو الـ global، لأنه قد تصدف في بعض المشاكل أنه
+
+261
+00:18:19,860 --> 00:18:23,220
+بضلّني ألف وأدور، بس أنا بعيد تماماً لسه عن الـ global.
+
+262
+00:18:23,220 --> 00:18:29,060
+يعني هذه حالات شوية ممكن تكون نادرة، في هيك حالة،
+
+263
+00:18:29,060 --> 00:18:33,240
+بيضل مين اللي بيحدد ليه؟ إنه بقدر أصل ولا بقدرش
+
+264
+00:18:33,240 --> 00:18:37,120
+أصل، مفهومي لكلمة successor، هل الـ successor بمعنى
+
+265
+00:18:37,120 --> 00:18:40,840
+نفس القيم اللي حولي بس، ولا بيسمح لي أنه أعمل jump
+
+266
+00:18:40,840 --> 00:18:45,660
+مثلاً عشرة يمين، وعشرة شمال، وعشرة up، وعشرة down،
+
+267
+00:18:45,660 --> 00:18:49,940
+مش مضطر واحد واحد واحد واحد، فهذه برضه بتعطيني
+
+268
+00:18:50,670 --> 00:18:54,710
+حرية أكثر في الحركة، أنه والله أوسع الـ range اللي
+
+269
+00:18:54,710 --> 00:18:57,670
+بتحرك فيه، لإنه احنا عارفين مبدأين، إذا بتحرك
+
+270
+00:18:57,670 --> 00:19:01,670
+واحدة واحدة، مش هبعد كتير، يعني هكون موجود هنا،
+
+271
+00:19:01,670 --> 00:19:04,270
+بدي successor هنا و successor هنا، ما تغيرتش كتير
+
+272
+00:19:04,270 --> 00:19:08,530
+الموضوع، الموضوع ما ببعدش كتير، لكن بيضل الآن مين
+
+273
+00:19:08,530 --> 00:19:11,630
+اللي ممكن يحدد لي قد إيش أنا بقدر أتحرك، اللي هي
+
+274
+00:19:11,630 --> 00:19:15,150
+مفهومي لكلمة successor، الـ Successor قد إيش بعيد عن
+
+275
+00:19:15,150 --> 00:19:19,810
+الـ current، قد إيش بعيد عن الـ current، تمام؟ الآن في
+
+276
+00:19:19,810 --> 00:19:23,910
+برضه في الـ local search، في حاجة اسمها الـ local
+
+277
+00:19:23,910 --> 00:19:30,910
+beam search، نفس الـ... الـ tree، واحنا بنشتغل سابقاً
+
+278
+00:19:30,910 --> 00:19:36,430
+كنا في الـ tree، هيكون عندي الـ tree، والـ tree هذه مش
+
+279
+00:19:36,430 --> 00:19:39,810
+هختار منها successor واحد، لأ، احنا ممكن نختار أكثر
+
+280
+00:19:39,810 --> 00:19:49,410
+من successor، ممكن ناخد ثلاثة successors، وكل واحد
+
+281
+00:19:49,410 --> 00:19:52,110
+من الـ successors... الـ successors هدول، أو الحلول
+
+282
+00:19:52,110 --> 00:19:55,830
+الممكنة، هدول نعمل لهم مجموعات، successors هم نفسهم
+
+283
+00:19:55,830 --> 00:19:58,570
+كمان نعمل لهم مجموعات، successors، فخليني أقول هذا
+
+284
+00:19:58,570 --> 00:20:01,030
+بدي أطلّع له ثلاثة successors، هذا بدي أطلّع له ثلاثة
+
+285
+00:20:01,030 --> 00:20:04,650
+successors، هذا ثلاثة successors، الآن صار عندي تسعة
+
+286
+00:20:04,650 --> 00:20:08,690
+التسعة هدول هنعيد نفس الكرة ثاني برضه، بدي أطلّع
+
+287
+00:20:08,690 --> 00:20:15,730
+منهم أفضل ثلاثة، the best three successors، ممكن
+
+288
+00:20:15,730 --> 00:20:20,150
+تكون واحدة، اثنتين، ثلاثه، هدول الثلاثه أصبحوا كأنه
+
+289
+00:20:20,150 --> 00:20:23,550
+تكرار لهذول، هم اللي مسموح اللي هم يعملوا
+
+290
+00:20:23,550 --> 00:20:27,600
+successors، هم اللي مسموح لهم يكملوا يعملوا successors
+
+291
+00:20:27,600 --> 00:20:35,680
+عشان يطلعوا لي كمان تسعة، التسعة هدول، أفضل ثلاثة منهم
+
+292
+00:20:35,680 --> 00:20:40,280
+أفضل ثلاثة منهم برضه، بنكمل، نعملهم successors، فبيضل
+
+293
+00:20:40,280 --> 00:20:44,200
+عندي هنا الـ three، الـ branch تبعتها مش هتكون كتير
+
+294
+00:20:44,200 --> 00:20:47,460
+كبيرة، أنا عارف أنه ثلاثة، تسعة، ثلاثة، تسعة، ثلاثة
+
+295
+00:20:47,460 --> 00:20:53,450
+تسعة، محكومة، ثلاثة تسعة، فهذه بتوضح طبعاً المثال اللي
+
+296
+00:20:53,450 --> 00:20:56,890
+عندنا ثلاثة تسعة، بس ممكن أنتم تاخدو K، تغيّروه
+
+297
+00:20:56,890 --> 00:20:59,650
+تقولوا أربعة، تقولوا مثلاً maximum يكون خمسة، maximum
+
+298
+00:20:59,650 --> 00:21:05,290
+يكون اثنين، حسب قد إيش صعوبة الـ problem نفسها، حسب
+
+299
+00:21:05,290 --> 00:21:10,400
+صعوبة الـ problem نفسها، فهذه برضه ممكن تكون بهذا
+
+300
+00:21:10,400 --> 00:21:16,760
+الشكل، قد نشتغل على فكرة أنه والله the best three
+
+301
+00:21:16,760 --> 00:21:22,060
+successors، أو نعملها randomization، نعملها
+
+302
+00:21:22,060 --> 00:21:27,180
+randomization، بمعنى أنه صار عنده تسعة بشكل random،
+
+303
+00:21:27,180 --> 00:21:31,340
+اللي نختار ثلاثة منهم، وخلاص، هنختار منهم ثلاثة
+
+304
+00:21:32,700 --> 00:21:36,660
+الثلاثة هدول، الفكرة في عملية الـ randomization أن
+
+305
+00:21:36,660 --> 00:21:41,680
+هي بشكل أو بآخر بتطلعني من فكرة الـ local... الـ
+
+306
+00:21:41,680 --> 00:21:46,260
+local optimal، سواء maximum أو minimum... كويس؟
+
+307
+00:21:46,260 --> 00:21:49,960
+فنّاس كثير بفضلوا إن هي randomization، okay، باخد شوية
+
+308
+00:21:49,960 --> 00:21:54,010
+iterations أكثر، بس... دائماً، أو خليني أقول في معظم
+
+309
+00:21:54,010 --> 00:21:58,010
+الأحوال، بتوصلني لـ global، بتوصلني لـ global، بتخلينيش
+
+310
+00:21:58,010 --> 00:22:02,170
+أنا أحكم ورا the best three أو the best two
+
+311
+00:22:02,170 --> 00:22:06,470
+successors، واللي ممكن يكونوا local مش global، فهذه
+
+312
+00:22:06,470 --> 00:22:13,070
+الفكرة بشكل أساسي، تمام؟ الآن بنكون خلّصنا الجزئية
+
+313
+00:22:13,070 --> 00:22:16,420
+اللي كانت متبقية لنا في الـ informed search، عشان
+
+314
+00:22:16,420 --> 00:22:21,900
+نروح لـ Game Playing، واللي هنتكلم فيها عن فكرة الـ
+
+315
+00:22:21,900 --> 00:22:25,380
+games بشكل أساسي، إمتى بدأت وهي... يعني إيش اللي
+
+316
+00:22:25,380 --> 00:22:28,840
+اِختلَف فيها؟ يعني ليش في موضوع لحاله اسمه games؟
+
+317
+00:22:28,840 --> 00:22:31,860
+ليش ما أخذناه مع الـ search الثاني وخلّصناه؟ هنشوف
+
+318
+00:22:31,860 --> 00:22:35,440
+إيش الفكرة فيه؟ هنروح للـ algorithms اللي بيشتغلوا
+
+319
+00:22:35,440 --> 00:22:39,580
+فيه، الـ adversarial search، الـ adversarial search، أو
+
+320
+00:22:39,580 --> 00:22:45,570
+بحث الخصومة، adversarial، بمعنى خصم، خصم، ليش؟ لأن
+
+321
+00:22:45,570 --> 00:22:49,730
+في الـ games فيه خصم، أنا ما بلعبش لحالي، هي مش زي الـ
+
+322
+00:22:49,730 --> 00:22:52,970
+8 puzzle اللي حكينا عنها، هي مش زي الألعاب اللي
+
+323
+00:22:52,970 --> 00:22:56,670
+بتكون فردية، إيش في مثلاً الألعاب الـ solitaire وما
+
+324
+00:22:56,670 --> 00:22:58,770
+الـ solitaire اللي بتكون موجودة مع الـ... هذه كلها
+
+325
+00:22:58,770 --> 00:23:02,390
+فردية، لأ، احنا هنا، أو الـ free cell والحاجات زي
+
+326
+00:23:02,390 --> 00:23:06,210
+هذه، هذه بتكون toy، أحياناً بيسموها، باعتبار أنها هذه
+
+327
+00:23:06,210 --> 00:23:09,110
+فردية، لأ، احنا متكلمين هنا عن games فيها اثنين
+
+328
+00:23:09,110 --> 00:23:13,220
+بيلعبوا ضد بعض، بمعنى بدنا ناخد بالنا أنه لأ، أنا
+
+329
+00:23:13,220 --> 00:23:16,780
+هعمل خطة، بس اللي قدامي هو معناته برضه يخرّب لي الخطة.
+
+330
+00:23:17,370 --> 00:23:20,830
+هو معناته أنه بيخرّب لي الخطة، فالـ adversarial search
+
+331
+00:23:20,830 --> 00:23:25,070
+بشكل أساسي هنتعامل مع الـ minimax decision، ثم
+
+332
+00:23:25,070 --> 00:23:27,430
+هنتكلم عن الـ pruning، وهنفهم ليش أنا محتاج أعمل
+
+333
+00:23:27,430 --> 00:23:30,850
+pruning، تقليم، الـ pruning، زي تقليم الشجرة واحنا
+
+334
+00:23:30,850 --> 00:23:33,970
+فعلاً بنتعامل مع الـ tree، مش هيك، فالـ tree يعني
+
+335
+00:23:33,970 --> 00:23:37,490
+الكلمة الأنسب لها عشان أسهل، إن أتكلم أقول
+
+336
+00:23:37,490 --> 00:23:41,490
+تقليم، عملية التقليم، طيب، مبدئياً الـ games هذه
+
+337
+00:23:41,490 --> 00:23:47,610
+mathematically، بدأت كـ branch للـ economics، للاقتصاد.
+
+338
+00:23:47,610 --> 00:23:51,910
+أول ما بدأت، بدأت ضمن الـ economics، ليش؟ لأنها فعلياً
+
+339
+00:23:51,910 --> 00:23:55,170
+بتعامل مع multi agent، احنا فيه عندي وكلاء
+
+340
+00:23:55,170 --> 00:24:01,500
+مختلفين ومتعددين، شركات متعددة، ناس بتنافس بعض في
+
+341
+00:24:01,500 --> 00:24:08,140
+السوق، فإمكان البيئة هذه كانت مناسبة لحلول حاجة
+
+342
+00:24:08,140 --> 00:24:11,060
+اللي علاقة بالـ games، اللي علاقة بالـ games، فبدأت
+
+343
+00:24:11,060 --> 00:24:15,840
+فكرة الـ games، واللي الحقيقة كان واضح جداً أن هذه
+
+344
+00:24:15,840 --> 00:24:19,840
+بتتأثر بشكل كبير، كل واحد من الـ agent بالتاني، سواء
+
+345
+00:24:19,840 --> 00:24:24,400
+...و...و... يعني خليني أقول بتأثره بشكل واضح،
+
+346
+00:24:24,400 --> 00:24:27,340
+significant effect، significant effect، هذه مش
+
+347
+00:24:27,340 --> 00:24:30,720
+مضطرين أن نكون خصومة زي ما احنا فاهمينها، لأ، هي
+
+348
+00:24:30,720 --> 00:24:34,640
+ممكن يكون بغض النظر أنه والله يمكن بيأثر عليها كـ
+
+349
+00:24:34,640 --> 00:24:38,960
+cooperative، بشكل تعاوني، أنه ممكن تتعاون شركتين مع
+
+350
+00:24:38,960 --> 00:24:44,650
+بعض ويرفعوا مع بعض، أو competitive، تنافسي، تنافسي.
+
+351
+00:24:44,650 --> 00:24:49,430
+فإذا حتى فكرة الشغل في الـ games قد تكون فيها
+
+352
+00:24:49,430 --> 00:24:53,650
+تعاونية أحياناً، بالضبط زي الناس اللي بيلعبوا مع بعض
+
+353
+00:24:53,650 --> 00:24:57,330
+في الـ games، في ألعاب مثلاً، إيش بيسموها؟ زي الشدة،
+
+354
+00:24:57,330 --> 00:24:59,930
+أحياناً ممكن يكونوا اثنين شريك، أو حاجة زي هيك.
+
+355
+00:24:59,930 --> 00:25:04,410
+فهدول بيكون في تعاونية بينهم وتنافسية مع الأطراف
+
+356
+00:25:04,410 --> 00:25:10,470
+الأخرى، فإذا في فكرة مختلفة عن اللي كنا نحكي سابقاً.
+
+357
+00:25:10,700 --> 00:25:14,500
+هنا في شيء واضح أنه لازم ناخد بالنا منه كويس، هذا
+
+358
+00:25:14,500 --> 00:25:19,080
+كله لازم ناخد بالنا منه في حل أي مشكلة، وهذا واضح
+
+359
+00:25:19,080 --> 00:25:22,380
+أنه بيخلي أي مشكلة عندي very hard to be solved
+
+360
+00:25:22,380 --> 00:25:25,560
+traditionally، زي الطرق اللي احنا أخذناها بشكل
+
+361
+00:25:25,560 --> 00:25:29,760
+تقليدي، لأ، هنروح للـ adversarial search، اللي هي أن
+
+362
+00:25:29,760 --> 00:25:36,040
+أي player wins، أكيد أكيد أكيد، في واحد في المقابل
+
+363
+00:25:37,190 --> 00:25:41,430
+loser، أكيد، مادام فيه فائز معناته لازم فيه خاسر.
+
+364
+00:25:41,430 --> 00:25:46,450
+الفكرة بتعتمد بشكل أساسي، أنا كيف ممكن أزيد فرص
+
+365
+00:25:46,450 --> 00:25:51,210
+فوزي، والطرف الآخر، أو لو أنا بدي أحط حالي مكان
+
+366
+00:25:51,210 --> 00:25:56,970
+الطرف الآخر، لأ، أنا بدي أقلل فرص فوز الشخص الآخر، أو
+
+367
+00:25:56,970 --> 00:26:03,150
+الخصم، إذا قللت فرص فوزه، معناته أنا بجرّبه للخسارة.
+
+368
+00:26:03,150 --> 00:26:07,230
+مجرد أنه خسر، معناته أنا فزت، هذه الفكرة، مجرد أنه
+
+369
+00:26:07,230 --> 00:26:10,350
+فزت، معناته أنا... هو خسر معناته أنا فزت، فهي
+
+370
+00:26:10,350 --> 00:26:14,170
+المنطقية، مش بالضروري أن أنا بدي أفوز حالي بس، لأ، هي
+
+371
+00:26:14,170 --> 00:26:18,120
+ممكن تأخذ استراتيجية بشكل مختلف، كيف أنا ممكن أخسر
+
+372
+00:26:18,120 --> 00:26:23,220
+اللي قدامي، لأن هذا معناته أن أنا فزت، تمام؟ الـ game
+
+373
+00:26:23,220 --> 00:26:28,260
+tree بتعتمد على two player، مش على واحد، فبدها يكون
+
+374
+00:26:28,260 --> 00:26:34,500
+فيه دورين، فيه level لـ X، وlevel لـ O، لو بنتكلم عن X
+
+375
+00:26:34,500 --> 00:26:37,920
+وO مثلاً، بدها يكون في هذا level وهذا level، وبنعمل
+
+376
+00:26:37,920 --> 00:26:40,420
+بناءً عليها الـ tree، أما الـ tree مش أنا بجيّرها
+
+377
+00:26:40,420 --> 00:26:43,900
+لحالي، أن والله أنا بعملها كلها، لأ أكيد لأ، هتكون
+
+378
+00:26:43,900 --> 00:26:48,580
+طبعاً deterministic، بشكل محسوب، بدنا نعرف كيف بدنا
+
+379
+00:26:48,580 --> 00:26:53,680
+نحسبها، turns، أدوار، أنا مش هاخد كل turn على
+
+380
+00:26:53,680 --> 00:26:56,880
+حسابي، لأ، بدو يكون فيه دور هنا ودور هنا، دور هنا و
+
+381
+00:26:56,880 --> 00:27:01,100
+دور هنا، كويس؟ الـ initial state أكيد، هنبدأ من وين؟
+
+382
+00:27:01,100 --> 00:27:03,760
+حكينا عنها سابقاً، الـ action أو الـ actions
+
+383
+00:27:03,760 --> 00:27:08,640
+function، الـ action اللي هو من دور لدور، من level
+
+384
+00:27:08,640 --> 00:27:12,600
+لـ level، من depth لـ depth، كويس؟ واللي هي دي طبعاً
+
+385
+00:27:12,600 --> 00:27:17,380
+حيكون هتخللها turns، أدوار، أنا مش هضلّني لعبتين وراء
+
+386
+00:27:17,380 --> 00:27:22,020
+بعض، كويس؟ عشان يوصلني في الآخر لـ الـ result، الـ
+
+387
+00:27:22,020 --> 00:27:25,200
+function اللي بنشتغل عليها، طيب لو أخذنا مثلاً مثل الـ
+
+388
+00:27:25,200 --> 00:27:29,400
+tic tac toe، اللي هي الـ XO، إن أنتم بتعرفوا XO، الـ
+
+389
+00:27:
+
+445
+00:31:38,790 --> 00:31:41,650
+الاحتمالات في البداية أن X تكون في أي خانة من
+
+446
+00:31:41,650 --> 00:31:45,170
+التسعة خانات. بعدين أمسك للخانة الأولى وأفترض
+
+447
+00:31:45,170 --> 00:31:49,730
+أنه... آه أفترض أنه O، أحطها في الثمانية المتبقين..
+
+448
+00:31:49,730 --> 00:31:53,190
+فاعملي الثمانية.. طيب، انقلي على الـ X الثانية و
+
+449
+00:31:53,190 --> 00:31:55,070
+اعملي الثمانية تبعها.. والثمانية الثالثة و
+
+450
+00:31:55,070 --> 00:31:57,910
+الرابعة والخامسة والتاسعة.. طيب، ارجع امسك لي إياهم
+
+451
+00:31:57,910 --> 00:32:01,690
+..الكمبيوتر المفروض هو اللي بده يشتغل.. لما يعملي
+
+452
+00:32:01,690 --> 00:32:06,330
+expanding كاملة، كما عملنا الـ expanding، طلعنا كل الـ
+
+453
+00:32:06,330 --> 00:32:09,590
+expanding، بايش بعمل evaluation تحت، زي ما توقعنا
+
+454
+00:32:09,590 --> 00:32:14,670
+بكل بساطة نعمل evaluation مرحليا، هنا بقدر أقول أنه
+
+455
+00:32:14,670 --> 00:32:18,990
+لو ما بدي أكمل للاخر، هذا الطريق بيوصلني لعدد
+
+456
+00:32:18,990 --> 00:32:22,890
+احتمالية عدد فوز، عدد مرات فوز، هنقول لو كملت فيه،
+
+457
+00:32:22,890 --> 00:32:26,270
+في عندي ثلاث فرص فوز، فبقول اللي عندي الآن هو
+
+458
+00:32:26,270 --> 00:32:31,590
+ثلاث فرص فوز، هذا ممكن يوصلني لثلاث فرص فوز، هذه
+
+459
+00:32:31,590 --> 00:32:35,530
+ممكن توصلني لـ 12 فرصة، هذه بتعمل لي تمت فرص، هذه
+
+460
+00:32:35,530 --> 00:32:39,230
+اثنين، أربعة، ستة، أربعة عشر، خمسة، اثنين، فإذا
+
+461
+00:32:39,230 --> 00:32:46,110
+expanding، evaluation. طيب، الآن الخطوة اللي وراها..
+
+462
+00:32:46,110 --> 00:32:48,430
+أنا مش رح أحاول ألعب الألعاب هذه كلها، يعني الكمبيوتر
+
+463
+00:32:48,430 --> 00:32:50,990
+مش رح يلعب كل.. كل الألعاب مرة واحدة، بده يختار
+
+464
+00:32:50,990 --> 00:32:55,690
+أفضل واحد فيهم، فالآن عملية اختيار الـ.. الـ.. the
+
+465
+00:32:55,690 --> 00:33:01,210
+best path، أفضل path من كل اللي موجود عنده..
+
+466
+00:33:01,210 --> 00:33:07,580
+عنده، هنقول الآن هذه max، فأنا أسهم للأعلى، معناته
+
+467
+00:33:07,580 --> 00:33:11,920
+اللعبة إليه، أو اللعبة maximization، بدنا نحاول نعظم
+
+468
+00:33:11,920 --> 00:33:17,080
+فرص فوزها، السهم للأسفل minimize، أو كأنه لو أنا بدي
+
+469
+00:33:17,080 --> 00:33:26,400
+ألعب هنا، المفروض أخسر، تمام، هنا max الفرص هنا للفوز
+
+470
+00:33:26,400 --> 00:33:33,150
+تمام، الآن بكل بساطة لما أجي أنا موجود هنا، وأجي
+
+471
+00:33:33,150 --> 00:33:40,310
+ألاقي أن الطريق هذا، الـ action، بي واحد، بيعطي الـ X
+
+472
+00:33:40,310 --> 00:33:44,710
+أنا هنا، فأنا بدي أتعامل بمنطق أن أنا O، أنا الـ O
+
+473
+00:33:44,710 --> 00:33:51,050
+هنا في مجال لثلاث فرص فوز، هنا في مجال لـ 12 فرصة، هنا
+
+474
+00:33:51,050 --> 00:33:58,180
+في مجال لثمانية فرص، إيش بدي أعطيه؟ أكيد مش هيك، أكيد مش
+
+475
+00:33:58,180 --> 00:34:02,520
+هختار له اثنا عشر فرصة فوز أبداً، إذا أنا فاهم اللعبة
+
+476
+00:34:02,520 --> 00:34:06,240
+كويس، وما.. زي ما أقول، ماصار فيه هفوة، لأ، المنطق
+
+477
+00:34:06,240 --> 00:34:13,700
+جداً، أني أقول ثلاثة، أنا بقدر أقول، أو الخصم، إذا كان
+
+478
+00:34:13,700 --> 00:34:18,520
+أنا.. أنا الـ max، الخصم هيكون مجبور يعطيني ثلاثة
+
+479
+00:34:18,520 --> 00:34:22,890
+ثلاث فرص فوز، مش هيعطيني الـ 12، لإن أنا بدأ أحترم أن
+
+480
+00:34:22,890 --> 00:34:26,110
+هو فاهم اللعب، بفهم اللعب، طيب، مبدئياً الكلام ده
+
+481
+00:34:26,110 --> 00:34:30,910
+منطقي، في الـ branch ده، خلصناه، طيب هنا اثنين، أكيد
+
+482
+00:34:30,910 --> 00:34:36,970
+أكيد هنا هيكون اثنين، طيب هنا برضه اثنين، طيب الآن
+
+483
+00:34:36,970 --> 00:34:40,470
+كويس، هلّأ أنا اللي بدي ألعب، أنا اللي بدي أفوز؟
+
+484
+00:34:40,940 --> 00:34:46,500
+هذا الـ branch، الـ action A1، في مجال يعطيني ثلاث..
+
+485
+00:34:46,500 --> 00:34:50,500
+يعطيني أنا ثلاث فرص فوز، هذا في مجال يعطيني فرص
+
+486
+00:34:50,500 --> 00:34:55,500
+ثمانية فوز، هنا فرص فوز، إيش لازم أختار؟ الثلاثة، لأنه
+
+487
+00:34:55,500 --> 00:35:00,100
+الآن الـ max، فالآن الـ max بيختار الأعلى، الـ min
+
+488
+00:35:00,100 --> 00:35:05,420
+الأقل.. الأقل، لأنه بيتعامل مع فرص الفوز أن هي تحت
+
+489
+00:35:05,420 --> 00:35:10,550
+المنافس، أما الـ max بيتعامل مع فرص الفوز أن هي تبعتي
+
+490
+00:35:10,550 --> 00:35:16,290
+فبدي أعظمها، هناك لأ، بده يقللها، تمام، فإذا مبدئياً
+
+491
+00:35:16,290 --> 00:35:21,350
+بقدر أقول أن حسب المثال اللي قدامنا هذا، في عندي
+
+492
+00:35:21,350 --> 00:35:26,190
+ثلاث فرص فوز، ثلاث فرص فوز هي الـ path، الـ optimal path
+
+493
+00:35:26,190 --> 00:35:33,590
+تبعه، فإذا كل المطلوب مني أني ألعب الـ A واحد، الـ
+
+494
+00:35:33,590 --> 00:35:39,060
+action A واحد، أعمل الخطوة A واحد، بكون ضامن أن هو
+
+495
+00:35:39,060 --> 00:35:44,180
+مجبور يلعب لي بـ A واحد، والله إذا هو سهي وما أخدش
+
+496
+00:35:44,180 --> 00:35:48,520
+باله، لعب لي أي واحدة ثانية، خير وبركة، بالعكس أحسن
+
+497
+00:35:48,520 --> 00:35:51,860
+وأحسن كمان، بس إحنا بنشتغل دائماً أنه لأ، أنا محترم
+
+498
+00:35:51,860 --> 00:35:55,700
+شغله، وبشتغل دائماً على الـ worst case، الـ worst case أن
+
+499
+00:35:55,700 --> 00:35:59,620
+هو دائماً هيكون صاحي، صح، المنافس تبعي دائماً صاحي ليه
+
+500
+00:35:59,620 --> 00:36:05,480
+وهيلعب ضدي بذكاء، مش حاسه يعني، هذا هيك المفترض
+
+501
+00:36:05,480 --> 00:36:09,400
+يعني، okay، فإذا هي الخطوات، expanding لكل الـ
+
+502
+00:36:09,400 --> 00:36:13,560
+search space، بعدين evaluation لها، بعدين بنختار
+
+503
+00:36:13,560 --> 00:36:17,720
+selection the best path، بنختار selection مرحلياً،
+
+504
+00:36:17,720 --> 00:36:22,600
+بمعنى، من الـ level الأقل، وبأخذ منهم أفضل واحد،
+
+505
+00:36:22,600 --> 00:36:25,340
+طبعاً مفهوم كلمة أفضل واحد لازم ناخد بالنا، أنا
+
+506
+00:36:25,340 --> 00:36:29,750
+min ولا max؟ إذا min، أفضل واحد هو الأقل، إذا max
+
+507
+00:36:29,750 --> 00:36:34,330
+أفضل واحد هو الأعلى، تمام، فهيها بكل بساطة بهذا
+
+508
+00:36:34,330 --> 00:36:37,170
+الشكل، عشان بعدين نرجع نعمل propagation، أو back
+
+509
+00:36:37,170 --> 00:36:41,250
+propagation عكسي، نطلع من الأرقام من تحت ونطلع على
+
+510
+00:36:41,250 --> 00:36:47,870
+فوق، عشان نحدد جديش الفرص في بداية اللعبة، وأمشي مع
+
+511
+00:36:47,870 --> 00:36:52,570
+أفضل فرص ممكنة، فهي الأربع خطوات الأساسية للـ games
+
+512
+00:36:55,190 --> 00:36:58,630
+واللي هنحللهم ببساطة، هنقول والله completeness، آه
+
+513
+00:36:58,630 --> 00:37:01,330
+هي completeness، لأنه فعلياً أنا بده يكمل، أنا في
+
+514
+00:37:01,330 --> 00:37:06,510
+النهاية موجود ضمن الـ tree، سواء الفرص كتيرة ولا
+
+515
+00:37:06,510 --> 00:37:10,330
+قليلة، أنا ما عنديش يعني رقم محدد أقول والله لازم
+
+516
+00:37:10,330 --> 00:37:12,950
+الفرص تكون مئة، أو فرص تكون عشر، عشان أقول هي
+
+517
+00:37:12,950 --> 00:37:16,990
+optimal، المهم أن أنا بوصل لأفضل فرص ممكنة، طبعاً
+
+518
+00:37:16,990 --> 00:37:21,070
+بتعتمد على كثير أشياء، على اللعبة نفسها، أو الـ game
+
+519
+00:37:21,070 --> 00:37:25,640
+نفسه، بتعتمد على الـ initialization، أو الـ initial
+
+520
+00:37:25,640 --> 00:37:29,840
+state، الـ start state، الشيء بالضبط اللي أنا
+
+521
+00:37:29,840 --> 00:37:33,780
+هنطلق منها، أكمل باقي اللعبة، تمام، optimal، أكيد
+
+522
+00:37:33,780 --> 00:37:39,340
+هتكون optimal في ظل الخصم، أو في ظل المنافس، في ظل
+
+523
+00:37:39,340 --> 00:37:44,500
+أنه فعلاً في وجود منافس، فهتكون أفضل ما يمكن، كحال
+
+524
+00:37:44,500 --> 00:37:47,800
+طيب، الـ time complexity، كـ time complexity، إن أنا
+
+525
+00:37:47,800 --> 00:37:53,630
+مضطر إيش أشتغل؟ أشتغل على كل.. tree، فإذا بتعمل مع
+
+526
+00:37:53,630 --> 00:37:57,430
+الـ branching to the bar، الـ maximum depth، الـ
+
+527
+00:37:57,430 --> 00:38:01,370
+branching to the bar، الـ maximum depth، كويس، بالنسبة
+
+528
+00:38:01,370 --> 00:38:06,630
+للا، لـ space، لأ، إحنا دائماً بنختار first..
+
+529
+00:38:06,630 --> 00:38:12,050
+الـ.. الـ.. the optimal path فقط، اللي هو الـ depth
+
+530
+00:38:12,050 --> 00:38:16,290
+search، نشتغل على الـ depth first search، كويس، طيب
+
+531
+00:38:16,290 --> 00:38:19,370
+الكلام هذا مبدئي، لو بدنا نطبقه على المشكلة الكبرى
+
+532
+00:38:19,370 --> 00:38:24,200
+خليني أقول الـ tic tac toy، يعني معقول ومقبول بشكل
+
+533
+00:38:24,200 --> 00:38:27,820
+أو بأخر، هي مقبولة، إذا بدأ أعمل branching كامل، لكن
+
+534
+00:38:27,820 --> 00:38:32,740
+بالنسبة لحقيقة الشطرنج، الموضوع صعب، ليش؟ لأنه الـ
+
+535
+00:38:32,740 --> 00:38:37,860
+branching حوالي 35 متوسط.. متوسط، إذا بتلعبوا
+
+536
+00:38:37,860 --> 00:38:42,580
+شطرنج، عارفين أنه مبدئياً في الشطرنج في عندكم بس
+
+537
+00:38:42,580 --> 00:38:46,040
+للجنود في الأول، إذا أنا ببدأ في الـ.. في الـ start
+
+538
+00:38:46,040 --> 00:38:49,860
+state، مبدئياً في لهم كل واحد أو مجموعهم 16
+
+539
+00:38:49,860 --> 00:38:56,100
+possibility، بس بدنا نتكلم عن الحصان، ورا بده يطلع له
+
+540
+00:38:56,100 --> 00:38:59,440
+حركة اثنين، حركة اثنين، هي كمان أربعة، هي كمان أربعة
+
+541
+00:38:59,440 --> 00:39:04,320
+هدول صار عندي 16، أربعة، هي عشرين successor لأول
+
+542
+00:39:04,320 --> 00:39:08,300
+state، طبعاً بمجرد ما بتحركوا، الـ successors بتزيد
+
+543
+00:39:09,250 --> 00:39:14,090
+لأنه الـ.. الـ.. الجنود أو الـ.. البيادق والفيلة
+
+544
+00:39:14,090 --> 00:39:17,290
+والحصان وكل هذا بيصير فيه إمكانية أنه يتحرك و
+
+545
+00:39:17,290 --> 00:39:20,610
+يلعب، تخيلوا.. إذا أنتو بتبقوا بالكم في اللعبة
+
+546
+00:39:20,610 --> 00:39:23,110
+تخيلوا مثلاً الوزير
+
+547
+00:39:25,760 --> 00:39:28,720
+الكوين، هذا الكوين كيف بقدر يتحرك، هي possibility
+
+548
+00:39:28,720 --> 00:39:32,000
+أولى، هي ثانية، هي ثالثة، هي رابعة، هي خامسة،
+
+549
+00:39:32,000 --> 00:39:36,220
+هي سادسة، هي سابعة، هي ثامنة، ومش بس هيك، هادي
+
+550
+00:39:36,220 --> 00:39:40,360
+لحالها واحدة، هادي اثنتين، هادي ثلاث، هادي أربعة،
+
+551
+00:39:40,360 --> 00:39:43,760
+فأنتم تخيلوا حجر واحد، قد إيش عدد الـ successors
+
+552
+00:39:43,760 --> 00:39:48,880
+تبعه، فواضح أن الـ branching عالي جداً لهذه اللعبة،
+
+553
+00:39:48,880 --> 00:39:52,660
+كثير عالي جداً، لهيك لعبة، فأنا لما بتكلم عن خمسة وثلاثين
+
+554
+00:39:52,660 --> 00:39:56,280
+الحقيقة هو متوسط، يعني حتى رقم شوية متواضع
+
+555
+00:39:56,280 --> 00:40:02,820
+جديش عدد الـ depth، بمعنى جديش عدد النقلات الممكنة
+
+556
+00:40:02,820 --> 00:40:06,280
+عشان تنتهي اللعبة، يعني إحنا كمان شوية أتوقع
+
+557
+00:40:06,280 --> 00:40:09,660
+متواضعين في احتياط المئة، يعني أنا خمسين، والخصم
+
+558
+00:40:09,660 --> 00:40:12,440
+خمسين، أنا بدي ألعب خمسين نقلة، والخصم بدي يلعب
+
+559
+00:40:12,440 --> 00:40:16,360
+خمسين نقلة، نسبياً متواضعة الأرقام، بس إحنا هذا اللي
+
+560
+00:40:16,360 --> 00:40:19,080
+بتكلم، رغم أن هي متواضعة، لكن الحقيقة الـ complex
+
+561
+00:40:19,080 --> 00:40:24,550
+بتاعتها كتير عالية، كتير عالية، هي reasonable games
+
+562
+00:40:24,550 --> 00:40:28,970
+يعني هذا الكلام للعبة مقبولة، اللي هي متوسطة
+
+563
+00:40:28,970 --> 00:40:32,690
+ما قلناش معقدة، لسه ما قلناش أن الاثنين بلعبوا كويس
+
+564
+00:40:32,690 --> 00:40:36,650
+وطوّلت اللعبة معهم أكثر، عجبني أني أقول مقبولة
+
+565
+00:40:36,650 --> 00:40:40,870
+معقولة، كويس، ولكن رغم ذلك الحل الـ complete.. أن
+
+566
+00:40:40,870 --> 00:40:45,210
+يكونوا في completeness، الحقيقة invisible، غير معقول
+
+567
+00:40:45,210 --> 00:40:50,150
+في ظل الـ Time Complexity هذه، تمام، فإذا إيش الحل؟
+
+568
+00:40:50,150 --> 00:40:54,130
+إيش لازم نقدر نعمل؟ Pruning، بدنا نشتغل على جزئية
+
+569
+00:40:54,130 --> 00:40:58,350
+الـ Pruning، هذه الفكرة ببساطة، إذا والله في عندي
+
+570
+00:40:58,350 --> 00:41:03,570
+successor بكل توابعه، في مجال أقول إن هذا ما فيش داعي
+
+571
+00:41:03,570 --> 00:41:10,710
+إله، وأعمله Pruning، بيكون ريحني من حاجة، طيب كمان
+
+572
+00:41:10,710 --> 00:41:15,330
+successor ثاني، أجي أطلع على إمكانية أنه هل هيعطيني
+
+573
+00:41:15,330 --> 00:41:20,490
+أحسن؟ بصير بده شوية logic، إذا والله الـ successor
+
+574
+00:41:20,490 --> 00:41:24,630
+هذا ممكن يعطيني أحسن من اللي أنا موجود فيه ولا لأ
+
+575
+00:41:24,630 --> 00:41:29,050
+طبعاً كلنا عارفين أنه بالنسبة للـ deep search، أنا
+
+576
+00:41:29,050 --> 00:41:33,630
+فيه عندي حل مسبقاً، أنا ببدأ بحل أساساً، وبعدين بصير
+
+577
+00:41:33,630 --> 00:41:39,110
+أقارن فيه، طيب، قبل ما أبدأ أقارن وآخذ الـ path كامل
+
+578
+00:41:39,810 --> 00:41:43,710
+عند نقطة معينة، هل هذا الـ path فيه منه رجع، زي ما
+
+579
+00:41:43,710 --> 00:41:48,150
+بيقولوا؟ في خير أنه أكمل فيه؟ في شواهد هتقول له
+
+580
+00:41:48,150 --> 00:41:52,350
+أنه لأ، ما فيش مجال أكمل فيه، أوقف، خلاص، ما فيش داعي
+
+581
+00:41:52,350 --> 00:41:55,930
+أكمل، بشوف اللي وراه واللي وراه واللي وراه، هذه
+
+582
+00:41:55,930 --> 00:42:00,130
+الجزئية بنسميها pruning، بشكل أساسي، فهي الفكرة اللي
+
+583
+00:42:00,130 --> 00:42:05,810
+شرحناها، بمعنى أنه بتوفر علي الوقت، بتوفر علينا كثير
+
+584
+00:42:05,810 --> 00:42:09,630
+حقيقة، مش بس بشكل بسيط، فناخد المثال تبعه ونعمل
+
+585
+00:42:09,630 --> 00:42:12,770
+عملية الـ pruning هذه، ونشوف الكلام هذا كيف ممكن
+
+586
+00:42:12,770 --> 00:42:18,150
+يتحقق معنا، عملية التوفير، عشان نقدر والله نقول بعد
+
+587
+00:42:18,150 --> 00:42:21,050
+هيك، آه والله، صار عندي حساب يقدر يلعب شطرنج
+
+588
+00:42:24,160 --> 00:42:29,880
+ببساطة، هنبدأ من الـ max، والآن بالنسبة لي، هقول أنه
+
+589
+00:42:29,880 --> 00:42:33,400
+مبدئياً أنا لسه في بداية اللعبة، مبدئياً في بداية
+
+590
+00:42:33,400 --> 00:42:38,100
+اللعبة، عدد فرص خسارتي عالية جداً، وأنا لسه في
+
+591
+00:42:38,100 --> 00:42:41,540
+البداية، مش عارف كيف بده يلعب اللي مقابلي، وفرص فوزي
+
+592
+00:42:41,540 --> 00:42:46,300
+برضه عالية جداً، لعند ما نحط الأرقام الحقيقية و
+
+593
+00:42:46,300 --> 00:42:48,760
+الواقعية اللي بنبني عليها، بدنا نقول الـ path هذه
+
+594
+00:42:48,760 --> 00:42:52,180
+أحسن، أو الطريق هذه أحسن، أو الطريق هذه أحسن، تمام،
+
+595
+00:42:52,180 --> 00:42:56,680
+هنبدأ أول successor، أجينا شفنا هذا الـ successor
+
+596
+00:42:56,680 --> 00:42:59,960
+هي state في الآخر، يعني أنا لعبت حجر هنا مع حجر
+
+597
+00:42:59,960 --> 00:43:02,520
+هنا، مع حجر هنا، وجيت أطلعت على الـ state هذه، لسه
+
+598
+00:43:02,520 --> 00:43:06,440
+ما وصلتش، يعني ما بقدرش أعمل evaluation لأ، لما إحنا
+
+599
+00:43:06,440 --> 00:43:10,360
+بنتكلم depth، إحنا بنشتغل على الـ depth، ليش على الـ
+
+600
+00:43:10,360 --> 00:43:15,130
+depth؟ طبعاً عشان الـ space.. عشان الـ space.. يكون
+
+601
+00:43:15,130 --> 00:43:18,110
+في عندي منطقية أنه على الأقل وصلت لحل.. أجل ما
+
+602
+00:43:18,110 --> 00:43:21,710
+فيها يعني.. أنه يكون في عندي على الأقل حل.. كويس
+
+603
+00:43:21,710 --> 00:43:27,650
+..أما إذا بدي أشتغل على الـ breadth.. اللي هو
+
+604
+00:43:27,650 --> 00:43:31,880
+width، level by level.. هتكون الأمور كثير صعبة، لأنه
+
+605
+00:43:31,880 --> 00:43:37,920
+مضطر أتعامل مع كل الـ nodes مخزنة، صار غير الـ time
+
+606
+00:43:37,920 --> 00:43:41,340
+complexity، والوقت اللي هستهلكه صار في الـ space كمان
+
+607
+00:43:41,340 --> 00:43:44,680
+أستهلكه، وهذا صعب.. هذا كثير هتكون صعبة، فلأ
+
+608
+00:43:44,680 --> 00:43:49,060
+خلينا نبدأ الـ state هذه.. من الـ state هذه، إيش هو
+
+6
+
+667
+00:48:21,680 --> 00:48:29,060
+فإذا صار الـ branch هذا أنا ضاع من صرت هنا إنه
+
+668
+00:48:29,060 --> 00:48:35,480
+الخصم هيعطيني في ثلاث فرص فوز، بس هل أنا هأقبلها، و
+
+669
+00:48:35,480 --> 00:48:42,340
+أسكت؟ ولا لسة قد يجيني أفضل هنا؟ عشان هيك خلت فرص
+
+670
+00:48:42,340 --> 00:48:47,480
+فوزي هنا، خلت فرص الفوز اللي بتيجيني من الخصم
+
+671
+00:48:49,840 --> 00:48:54,100
+لكن ممكن يجيني أحسن هنا، عشان هيك قلنا أن هذا الـ
+
+672
+00:48:54,100 --> 00:48:56,940
+branch اللي عندي الآن، على الأقل عندي ثلاث فرص فوز،
+
+673
+00:48:56,940 --> 00:49:05,140
+قد تزيد. فهنا كأنه هنا على الأكثر، هنا على الأقل، هنا
+
+674
+00:49:05,140 --> 00:49:09,800
+على الأكثر، هنا على الأقل، okay. فعلى الأقل في عندي
+
+675
+00:49:09,800 --> 00:49:14,620
+ثلاث فرص فوز خلاص ضمنناهم، لكن على الأكثر لا يمكن
+
+676
+00:49:14,620 --> 00:49:19,410
+يكون في أحسن من الثلاث فرص. هكمل ونشوف هي جاتني
+
+677
+00:49:19,410 --> 00:49:24,490
+الاثنين، الاثنين، روحنا هنا، إجينا هنا، okay، تمام.
+
+678
+00:49:24,490 --> 00:49:30,010
+الآن الخصم هذا لسة فيه قدامه successors أخرى،
+
+679
+00:49:30,010 --> 00:49:34,630
+فبقدرش يعطي قرار، بقدرش يعطي قرار هنا، لكن أنا
+
+680
+00:49:34,630 --> 00:49:41,430
+بالنسبة لي ضامن أنه maximum هاأخذ فرصتين فوز هنا، صح؟
+
+681
+00:49:41,430 --> 00:49:46,470
+maximum هاأخذ فرصتين فوز، خلاص انتهى. Maximum هاأخذ
+
+682
+00:49:46,470 --> 00:49:52,070
+فرصة، ممكن يجيله، وعشان هيك هو صابر ما رضيش يعطي رقم،
+
+683
+00:49:52,070 --> 00:49:57,610
+بنتظر لسة. طيب خليه ينتظر ويكمل، مدام عندي فرصتين
+
+684
+00:49:57,610 --> 00:50:02,310
+فوز الآن. هدول إيش الاحتمالات اللي ممكن أقلهم؟ يا
+
+685
+00:50:02,310 --> 00:50:05,050
+أكبر من اثنين، يا أقل من اثنين، مش هيك؟ واحدة منهم
+
+686
+00:50:05,050 --> 00:50:08,010
+هتطلع، يا أكبر يا أقل. طيب إذا كانت أكبر من اثنين،
+
+687
+00:50:08,010 --> 00:50:16,420
+هتضل اثنين. مش هيك؟ طيب إذا أقل، هتجيب لي، معناته هتجيب لي
+
+688
+00:50:16,420 --> 00:50:21,040
+السؤال الآن: هل أنا معنى أجي أتحرك في الاثنين، وأنا
+
+689
+00:50:21,040 --> 00:50:25,600
+أصلًا عنده at least المفروض ثلاث فرص. طب ليش أروح
+
+690
+00:50:25,600 --> 00:50:30,400
+للإثنين؟ مش شايف؟ ليش أروح للإثنين إذا أنا من
+
+691
+00:50:30,400 --> 00:50:33,740
+الأساس في branch ثاني كان يعطيني at least ثلاث،
+
+692
+00:50:33,740 --> 00:50:37,620
+فأروح للإثنين ليش؟ فمعنى ذلك ما فيش داعي أصلًا
+
+693
+00:50:37,620 --> 00:50:43,250
+أفحصهم هدول، لا داعي أطلاقًا أفحصهم، مش هيعطوني شيء،
+
+694
+00:50:43,250 --> 00:50:45,810
+هي الفكرة، مش هيعطوني أفضل من اللي حصلت عليه من الـ
+
+695
+00:50:45,810 --> 00:50:50,470
+branch الأول، الثلاث، فأعمل برونينج هنا، هنا
+
+696
+00:50:50,470 --> 00:50:54,350
+اختلفت هي عن الـ minimax، أنا مش هكمل، لأ، هاأخذ
+
+697
+00:50:54,350 --> 00:50:56,910
+شواهد تقول أن لأ، هذا الـ branch ما فيش داعي أتكمل
+
+698
+00:50:56,910 --> 00:51:00,990
+فيه. طيب الـ
+
+699
+00:51:00,990 --> 00:51:04,900
+branch الثالث، فحصناه، وجدنا فيه عندي 14 فرصة فوز ..
+
+700
+00:51:04,900 --> 00:51:08,880
+اه ممتاز .. كويس. معناته هذا ممكن مقسمه هيعطيني 14
+
+701
+00:51:08,880 --> 00:51:15,100
+فرصة فوز .. قد يقل، لكن جدير بالاهتمام أن أكمل،
+
+702
+00:51:15,100 --> 00:51:19,880
+.. قد يكون أحسن من الثلاث. لاحظوا .. فإذا هنا شوف
+
+703
+00:51:19,880 --> 00:51:26,020
+إيش كتبنا؟ عندي الآن صار عندي فرص، أما أقل شيء 3
+
+704
+00:51:26,020 --> 00:51:30,360
+فرص للفوز، وعندي الآن أكثر شيء 14 فرصة، لكن
+
+705
+00:51:30,360 --> 00:51:37,630
+لم نثبت. كويس. نكمل، نشوف الثانية. الثانية طبعًا هتيجينا
+
+706
+00:51:37,630 --> 00:51:41,110
+أظن، اه، عاملها كلهم خمسة. الثانية، فخلينا احنا
+
+707
+00:51:41,110 --> 00:51:44,590
+نفترضها من عندنا لحالنا، عاملها خمسة لنختصرها.
+
+708
+00:51:44,590 --> 00:51:49,170
+فالخمسة هدول إيش بتخلي يتغير عندي؟ صار عندي هنا خمسة،
+
+709
+00:51:49,170 --> 00:51:54,250
+وصار عندي هنا خمسة. بس مع ذلك الخمسة جديرة بالمحاولة
+
+710
+00:51:54,250 --> 00:52:00,530
+بالتكميل، ليش؟ لأنه لو مشيت على جد خمسة، إجتني هنا
+
+711
+00:52:00,530 --> 00:52:06,750
+خمسة فأكثر، فأنا ضامن أنه هتبقى الخمسة في الحالة
+
+712
+00:52:06,750 --> 00:52:12,310
+هذه. هنا هأروح أثبت خمسة، وهأختار الـ branch هذا، الـ
+
+713
+00:52:12,310 --> 00:52:21,270
+branch، الـ branch هذا. إذا فعلاً ما طلع لي أقل. طيب إذا
+
+714
+00:52:21,270 --> 00:52:27,960
+طلع أقل من خمسة هنا، بدنا نتأكد، اللي أقل من خمسة هذا
+
+715
+00:52:27,960 --> 00:52:31,500
+إيش علاقته بالثلاث؟ إذا أقل من ثلاث، خلاص stop،
+
+716
+00:52:31,500 --> 00:52:39,820
+ونقف، خلينا مع الثلاث، بنوقف، وبنضل مع الثلاث، اه،
+
+717
+00:52:39,820 --> 00:52:43,400
+هنا لعند الآن.
+
+718
+00:52:51,640 --> 00:52:55,000
+لأ .. هدول .. هدول بالنسبة لي .. هدول بالنسبة لي اللي
+
+719
+00:52:55,000 --> 00:53:00,300
+.. كفرص فوز، اللي .. اللي تحت هدول .. فرص الفوز في
+
+720
+00:53:00,300 --> 00:53:04,320
+الـ state هذه .. تمام .. لنمسكهم الاثنين هدول ..
+
+721
+00:53:04,320 --> 00:53:08,400
+هدول اللي بي .. هدول اللي بي .. أن هو مجبور يعطيني
+
+722
+00:53:08,400 --> 00:53:13,860
+ثلاث فرص فوز .. مجبور هو يعطيني ثلاث فرص فوز ..
+
+723
+00:53:13,860 --> 00:53:19,660
+كويس؟ ليش؟ لأن هدول أقل فرص فوز ممكنين هنا، الإيه؟
+
+724
+00:53:19,660 --> 00:53:24,560
+فإذا هو الكلام كله لإيه؟ لـ الـ max أو لـ .. إيه لنا
+
+725
+00:53:24,560 --> 00:53:27,660
+.. احنا كـ .. اللي .. اللي بنلعب الـ التلقي هنا ..
+
+726
+00:53:27,660 --> 00:53:32,440
+ثلاث اللي هنا .. ثلاث .. ما خلص لأن احنا خلصناهم.
+
+727
+00:53:32,440 --> 00:53:37,940
+شوفي، عشان أخلص الـ search لازم يتفقوا، لإنه ما ينفعش
+
+728
+00:53:37,940 --> 00:53:42,780
+أنا أقول جد .. الـ path هذا هيعطيني فرص فوز من
+
+729
+00:53:42,780 --> 00:53:47,480
+اثنين لخمسة عشر وأسكت. لأ، هو مرحليًا أنا بكتب الكلام
+
+730
+00:53:47,480 --> 00:53:51,340
+هذا. بس لما أخلص الـ search المفروض أن يتفقوا، أنا
+
+731
+00:53:51,340 --> 00:53:57,580
+بالضبط عندي عدد فرص فوز كذا، نقطة، خلاص. هنا سابقًا
+
+732
+00:53:57,580 --> 00:54:04,140
+هنا، لحظة ما كانوش متفقين لسة. ليش ما كانش متفق؟ لأنه
+
+733
+00:54:04,140 --> 00:54:08,740
+لسة فيه فيه branch ما كملوش، لسة فيه successor
+
+734
+00:54:08,740 --> 00:54:12,460
+ما درسوش. الـ successor هذا مهم كان بالنسبة له،
+
+735
+00:54:12,460 --> 00:54:17,760
+بالنسبة له، هو، بالنسبة لي هو، ليش مهم؟ لأنه أنا هنا
+
+736
+00:54:17,760 --> 00:54:23,640
+maximum هاأخذ ثلاث فرص فوز، تمام. بس هو لسة بيكمل على
+
+737
+00:54:23,640 --> 00:54:29,340
+أمل minimum، على أمل أن minimum يختار لي الـ minimum
+
+738
+00:54:29,340 --> 00:54:33,000
+يعطيني فرصة فوز واحدة مثلًا. إذا ضمن أنه هيديني واحد،
+
+739
+00:54:33,000 --> 00:54:36,760
+مثلًا، أو صفر. طبعًا بالنسبة لي هو أفضل .. أفضل ما يمكن
+
+740
+00:54:36,760 --> 00:54:39,580
+أنه يعطيني صفر هنا. إذا أعطاني هنا صفر، على طول أروح
+
+741
+00:54:39,580 --> 00:54:44,440
+يعطيني هنا صفر. وطبعًا هدول على طول هتتحول لصفر، لإنه
+
+742
+00:54:44,440 --> 00:54:48,920
+ما فيش مجال، الاثنين نفس الفرص. أنا عارف أن اللعبة هدول،
+
+743
+00:54:48,920 --> 00:54:52,840
+وين هتوديني، هو كمان عارف وين هتوديني، فاحنا فاهمين
+
+744
+00:54:52,840 --> 00:54:55,260
+بعض، المفروض .. المفروض أن الاثنين اللاعبين،
+
+745
+00:54:55,260 --> 00:54:56,660
+اللاعب اللاعب اللاعب اللاعب اللاعب اللاعب
+
+746
+00:54:56,660 --> 00:54:56,800
+اللاعب اللاعب اللاعب اللاعب اللاعب اللاعب
+
+747
+00:54:56,800 --> 00:54:57,980
+اللاعب اللاعب اللاعب اللاعب اللاعب اللاعب
+
+748
+00:54:57,980 --> 00:54:58,220
+اللاعب اللاعب اللاعب اللاعب اللاعب اللاعب
+
+749
+00:54:58,220 --> 00:55:02,930
+اللاعب، كويس. فهذه الفكرة ببساطة، تمام. لما يتفقوا مع
+
+750
+00:55:02,930 --> 00:55:06,470
+بعض، معناته فعليًا الـ branch هذا، أو تاخذ القرار هنا،
+
+751
+00:55:06,470 --> 00:55:09,470
+الـ node هذه اتخذت قرارها. طبعًا هنا مش هتأخذ قرار،
+
+752
+00:55:09,470 --> 00:55:13,410
+لأنه لسة في successor. هناخذ الـ successor اللي باقي.
+
+753
+00:55:13,410 --> 00:55:18,490
+اتفقوا الآن، خلاص. أنا بعرف ألعب، وهو بعرف يلعب،
+
+754
+00:55:18,490 --> 00:55:22,230
+فمتفقين أن الـ branch هذا احنا، أنا ويا ه، فاهمين أنه
+
+755
+00:55:22,230 --> 00:55:27,250
+هذا هيعطينا ثلاث فرص فوز، خلصت، تمام. واتفقنا أن الـ
+
+756
+00:55:27,250 --> 00:55:31,050
+branch هذا minimum هيعطينا ثلاث فرص فوز، لكن أنا
+
+757
+00:55:31,050 --> 00:55:36,210
+لسة هأفكر، ما بدأت ألعب، رغم أن أنا عارف أنه هذا
+
+758
+00:55:36,210 --> 00:55:39,030
+هيعطيني ثلاث فرص فوز، لكن هاأصبر شوية، أقول طب
+
+759
+00:55:39,030 --> 00:55:44,020
+ما أخليني أفكر بطريقة ثانية، يمكن يعطيني أكثر. shake
+
+760
+00:55:44,020 --> 00:55:48,620
+يمكن يعطيني أكثر. فرحت جربنا هنا الـ branch هذا،
+
+761
+00:55:48,620 --> 00:55:54,900
+أعطى اثنين، وأنا ضامن أنه في لعبة في النص لخصمي ..
+
+762
+00:55:54,900 --> 00:55:58,100
+خصمي مستحيل يعطيني أكثر من الاثنين، لو هدول زادوا،
+
+763
+00:55:58,100 --> 00:56:02,480
+حتى، لأنه أنا بأحترم أنه هو فاهم اللعبة، فأنا عارف أنه
+
+764
+00:56:02,480 --> 00:56:06,380
+مش هيعطيني أكثر من فرصة فوز، عشان هيك خلاص بوقف
+
+765
+00:56:06,380 --> 00:56:09,970
+الـ .. ما فيش داعي أكمل في الـ branch هذا أطلاقًا،
+
+766
+00:56:09,970 --> 00:56:12,930
+ما فيش داعي أكمل فيه، وأحط حالي تحت رحمة احتمالات
+
+767
+00:56:12,930 --> 00:56:16,810
+أني ألعبها على أمل أنه إن شاء الله ما يشوفش الخطوة
+
+768
+00:56:16,810 --> 00:56:19,670
+هذه، إن شاء الله يختار شيء ثاني. لأ، ما فيش فيها
+
+769
+00:56:19,670 --> 00:56:24,470
+حاجة. هيك، أخمن أنه يمكن ما يختارش، هو أكيد بدي
+
+770
+00:56:24,470 --> 00:56:29,010
+أتعامل معه أنه هيختار لي الاثنين، تمام؟ طبعًا هو
+
+771
+00:56:29,010 --> 00:56:34,490
+بالنسبة له لسة منتظر، لأنه ممكن يجيب لي عن الاثنين،
+
+772
+00:56:34,490 --> 00:56:37,230
+بس أنا مش معنى أكمل أصلًا، لأنه حتى الاثنين
+
+773
+00:56:37,230 --> 00:56:41,820
+بالنسبة لي غير مرضية. ليش؟ لأنه في أفضل منها، فخلاص
+
+774
+00:56:41,820 --> 00:56:46,740
+بأوقف هنا البحث، وبشوف اللي وراه، بشوف طريقة حل ثالثة.
+
+775
+00:56:46,740 --> 00:56:50,580
+طريقة الحل الثالثة جابت لي، لأنه مبدئيًا هي بتطلع لك
+
+776
+00:56:50,580 --> 00:56:54,520
+فرصة بـ 14. اه، جديرة أني أكمل فيها، هذه لازم أكمل
+
+777
+00:56:54,520 --> 00:56:58,840
+فيها. ليش؟ لأنه 14 أحسن من اللي أنا مخزنه في دماغي،
+
+778
+00:56:58,840 --> 00:57:03,140
+اللي مخزنه أبو الثلاث، فمبدئيًا لأن إيش صار؟
+
+779
+00:57:04,860 --> 00:57:11,720
+أربعة عشر، وهنا صار عندي احتمال، ها minimum ثلاث فرص
+
+780
+00:57:11,720 --> 00:57:15,700
+فوز، لكن maximum أربعة عشر فرصة، لكن أنا لسة ما حددتش،
+
+781
+00:57:15,700 --> 00:57:20,860
+وين؟ ليش؟ لأن الـ maximum هذه لسة مش قرار نهائي. ليش؟
+
+782
+00:57:20,860 --> 00:57:24,420
+لأن قرارها عند الخصم. ليش عند الخصم؟ لأن الخصم
+
+783
+00:57:24,420 --> 00:57:32,160
+لسة في عنده، عنده two successors، عنده احتمالية نغير
+
+784
+00:57:32,160 --> 00:57:36,640
+اللعبة. تمام. هذه اللي خلتنا نقول لو خمسة، لو أربعة،
+
+785
+00:57:36,640 --> 00:57:41,560
+فيها اثنين، طلعوا اثنين، خلصت. اثنين معناته أنا تمامًا
+
+786
+00:57:41,560 --> 00:57:44,840
+حتى ها أوقن أن لا maximum بالنسبة لي اثنين، وهو
+
+787
+00:57:44,840 --> 00:57:48,840
+طبعًا ها يوقن أنه مش هيجيب لي أكثر من اثنين، تمام، خلصت.
+
+788
+00:57:48,840 --> 00:57:52,860
+هنا، أكيد مش هأروح للـ الاثنين، الثلاث، أو أقل. فالآن
+
+789
+00:57:52,860 --> 00:57:57,180
+ثبتنا ثلاث، ثلاث، وصار الـ branch تبعه هذا، هذا
+
+790
+00:57:57,180 --> 00:58:02,580
+أفضل branch أو أفضل path ممكن للعبة بهذا الشكل،
+
+791
+00:58:02,580 --> 00:58:07,100
+تمام. الكلام هذا برضه ممكن تحطوا له القاعدة هذه، إذا
+
+792
+00:58:07,100 --> 00:58:10,140
+كان أنا يعني اللي هو أعمل pruning ولا ما أعملش
+
+793
+00:58:10,140 --> 00:58:15,780
+pruning، إذا كان أنا في node N في الـ minimum level،
+
+794
+00:58:15,780 --> 00:58:21,540
+فبقول أن beta إذا beta أقل من N طبعًا، أقل من alpha
+
+795
+00:58:21,540 --> 00:58:26,700
+للـ parent، بنوقف. أما إذا كان في الـ maximum و alpha
+
+796
+00:58:26,700 --> 00:58:32,360
+للـ N أكبر من beta للـ parent، بنوقف. خلينا نمسكها
+
+797
+00:58:32,360 --> 00:58:38,420
+الآن، ونفحصها. نتجاوز هذه، وبنرجع كمان .. قعدنا
+
+798
+00:58:38,420 --> 00:58:40,960
+كمان مرة عشان بس إيش نكتب هذا القانون .. القانون
+
+799
+00:58:40,960 --> 00:58:43,480
+اللي فوق، هيوم هذا القانون اللي عندنا فوق، ونبدأ
+
+800
+00:58:43,480 --> 00:58:46,980
+نمسك الـ .. الـ curve هذا، أو الـ .. الـ tree بهذا
+
+801
+00:58:46,980 --> 00:58:50,160
+الشكل، هنا بدأنا باثنين،
+
+802
+00:58:51,780 --> 00:58:57,800
+الاثنين هذه معناته مبدئيًا هنا اثنين كفرص فوز، تمام.
+
+803
+00:58:57,800 --> 00:59:04,780
+وبنفحص إيش فيه عنده هنا؟ ثلاث. لأ، هذه max، هذه max،
+
+804
+00:59:04,780 --> 00:59:08,380
+معنى ذلك أنه لأ، أنا بدي أختار ثلاث، لأن لما max
+
+805
+00:59:08,380 --> 00:59:12,440
+بيختار بياخذ الأعلى، لما min بيختار بياخذ الأقل.
+
+806
+00:59:12,440 --> 00:59:18,840
+أخذنا الثلاث، هاي ثلاث، ثبتناها. الآن واضح أنه من
+
+807
+00:59:18,840 --> 00:59:25,160
+مبدئيًا عنده ثلاث، لكن لازم يكمل الـ branch تبعه على
+
+808
+00:59:25,160 --> 00:59:30,540
+أمل يجيب لي، أجل هو هيك بفكر أنه على الممكن يجيب لي
+
+809
+00:59:30,540 --> 00:59:33,720
+أجل فرص، عدد الفرص. اجينا، طلعنا هنا، طبعًا لسة مش هاي
+
+810
+00:59:33,720 --> 00:59:39,680
+في التسعة. اجينا، جينا خمسة. طيب فإذا max أكيد
+
+811
+00:59:39,680 --> 00:59:43,320
+هيختار خمسة، أكيد هيختار خمسة.
+
+812
+00:59:45,720 --> 00:59:49,720
+مبدئيًا من، أكيد هيضل عند الثلاث، لأنه هيختار الأقل.
+
+813
+00:59:49,720 --> 00:59:54,940
+تمام. لكن الآن بالنسبة لي، أنا بدي أكمل، لأنه ممكن
+
+814
+00:59:54,940 --> 00:59:59,440
+تكون هنا أفضل. لأ، هي مش أفضل الحقيقة. وهنا بنقدر
+
+815
+00:59:59,440 --> 01:00:02,720
+نقُل أن هنقدر نقف، ما فيش داعي نكملها حتى التسعة
+
+816
+01:00:02,720 --> 01:00:07,800
+هذه، هذه مش .. مش .. ما فيش داعي أصلًا نكمل التسعة
+
+817
+01:00:07,800 --> 01:00:11,820
+هذه، صحيح.
+
+818
+01:00:15,130 --> 01:00:19,210
+اه مظبوط، ما فيش داعي نكملها إطلاقًا في هيك حالة، لإنه
+
+819
+01:00:19,210 --> 01:00:26,910
+بتكلم عن من، فأقل أو أكبر، مش هتفرق معانا هنا، مش
+
+820
+01:00:26,910 --> 01:00:30,990
+هتفرق إطلاقًا في الحالة اللي هنا، تمام. هاتوا نشوف
+
+821
+01:00:30,990 --> 01:00:35,070
+هدول بتنطبق على أي حالة من الحالتين هدول، هدول بتنطبق
+
+822
+01:00:35,070 --> 01:00:40,110
+على إذا beta لـ الـ N اللي أنا موجود فيه، أقل من
+
+823
+01:00:40,110 --> 01:00:46,130
+alpha لـ الـ parent. هيها، احنا اجينا فحصنا الخمسة،
+
+824
+01:00:46,130 --> 01:00:51,690
+check الخمسة، واجينا هنا، واجينا أن في عندي .. من ولا
+
+825
+01:00:51,690 --> 01:00:58,090
+max؟ اللي هي فحصنا .. هذي هيك.
+
+826
+01:01:02,360 --> 01:01:08,140
+اجينا مبدئيًا خمسة، فحصنا الخمسة، ضلت خمسة، وهنا
+
+827
+01:01:08,140 --> 01:01:13,300
+المفروض أن max هيختار خمسة. فالـ answer max و min،
+
+828
+01:01:13,300 --> 01:01:20,560
+بالضبط. تمام. في الحالة هذه إذا كان الـ beta اللي هي
+
+829
+01:01:20,560 --> 01:01:29,340
+المفروض جداش، صارت عندي لـ الـ min، ايه الـ min اللي
+
+830
+01:01:29
+
+889
+01:06:24,140 --> 01:06:29,320
+بيضل عندنا هو دي حلّيناها، الـ game اللي في النص
+
+890
+01:06:29,320 --> 01:06:33,240
+سيبناها، و ننهي فيها الـ game هذي ببساطة جدّاً
+
+891
+01:06:33,240 --> 01:06:37,380
+افترضت أنّه عندي سبع
+
+892
+01:06:37,380 --> 01:06:43,420
+حصوات، السبع حاطّنهم، أو سبع أجولة اللي بلعبوا فيهم
+
+893
+01:06:43,420 --> 01:06:46,880
+أو أيّ سبع objects، السبع objects هدول اللعبة كانت
+
+894
+01:06:46,880 --> 01:06:51,080
+تالي أنّه أنا بدّي أبدأ اللعبة، أجسّمهم لنصّين بحيث أنّه
+
+895
+01:06:51,080 --> 01:06:55,270
+ما يكونش واحد جدّ التاني، يصير الـ ... الـ ... الآن الطرف
+
+896
+01:06:55,270 --> 01:06:59,510
+التاني بدّه يمسك النصّين اللي أنا جسّمتهم، يجسّم واحد
+
+897
+01:06:59,510 --> 01:07:04,570
+منهم بحيث أنّه ما يكونش فيه جزئين متساويين اللي بيجسّم
+
+898
+01:07:04,570 --> 01:07:08,400
+جزئين متساويين، بيخسروا، واحدة من الألعاب اللي هيك
+
+899
+01:07:08,400 --> 01:07:12,380
+السريعة مثلاً، خلّيني أقول شويّة أحجار، سبعة أحجار، و
+
+900
+01:07:12,380 --> 01:07:17,060
+بدّي أجسّمهم، طبيعي، بدّي أجسّمهم أربعة، تلاتة، أو ستّة
+
+901
+01:07:17,060 --> 01:07:24,860
+واحد، أو خمسة، اتنين، جسمّناهم، الآن الدور صار للمنافس
+
+902
+01:07:24,860 --> 01:07:27,820
+المنافس بدّه يمسك، يا الخمسة يجسّمها، يا الاتنين
+
+903
+01:07:27,820 --> 01:07:31,420
+يجسّمها، طبعاً إذا جسّم الاتنين خسر، هيخسر، لأنّ كيف
+
+904
+01:07:31,420 --> 01:07:36,410
+بدّه يجسّمهم؟ متساويين، أما الخمسة، لعب يجسّمهم تلاتة
+
+905
+01:07:36,410 --> 01:07:40,750
+اتنين، أو أربعة، واحد، بالضبط، هيك اللعبة، أنتَ بتضطرّ
+
+906
+01:07:40,750 --> 01:07:46,770
+اللاعب أنّه يجسّم لنصّين متساويين، بيخسر، طيّب نشوف، نكمّل
+
+907
+01:07:46,770 --> 01:07:49,870
+اللعبة زي هذه، هل بنقدر نحلّها باستخدام الـ games
+
+908
+01:07:49,870 --> 01:07:56,010
+theory اللي إحنا اشتغلنا عليها، أو لأ؟ هاي بدأنا
+
+909
+01:07:56,010 --> 01:08:01,960
+بسبعة، و هنبدأ من، من يعني الخصم هو اللي هيبدأ
+
+910
+01:08:01,960 --> 01:08:04,800
+اللعبة، الخصم هيبدأ اللعبة، فيه إمكانيّة أنّه يلعب زي
+
+911
+01:08:04,800 --> 01:08:12,720
+ما قلنا 6-1، أو 5-2، أو 4-3، لو لعب 6-1، اللعبة يوصل
+
+912
+01:08:12,720 --> 01:08:17,060
+لـ 2، الـ 1 طبعاً ما تتجسّم، الـ 6 ممكن أجسّمها 5-1، أو 4
+
+913
+01:08:17,060 --> 01:08:21,970
+-2، 3-3 ما تنفع، بخسر، بخسر، فما فيش داعي أني ألعب
+
+914
+01:08:21,970 --> 01:08:25,650
+تلاتة تلاتة، كويس، الخمسة و اتنين، الاتنين نهائياً
+
+915
+01:08:25,650 --> 01:08:28,190
+ما أقدرش ألعب فيها، خلاص، هذه أربعة و واحد، هاي
+
+916
+01:08:28,190 --> 01:08:30,730
+الأربعة و الواحد، و هاي الاتنين، ديل زي ما هي، أو
+
+917
+01:08:30,730 --> 01:08:35,530
+خمسة و تلاتة، أو خمسة و اتنين، عفواً، أن اتنين و
+
+918
+01:08:35,530 --> 01:08:37,890
+تلاتة، اللي هي الخمسة، عبارة عن اتنين و تلاتة، تمام،
+
+919
+01:08:37,890 --> 01:08:42,730
+الآن الأربعة و تلاتة، فيه إمكانيّة أنّه أجسّم الأربعة،
+
+920
+01:08:42,730 --> 01:08:46,590
+بس مش اتنين و اتنين، تلاتة و واحد، بالضبط، تلاتة و
+
+921
+01:08:46,590 --> 01:08:52,270
+واحد، فهيتها، و التلاتة فيه مجال يجسّمها 2 و 1، هي 2 و 1
+
+922
+01:08:52,270 --> 01:08:58,370
+اوكي، استنفذنا كلّ طرق التقسيم حتّى الآن، رجعناها لمين؟
+
+923
+01:08:58,370 --> 01:09:04,510
+لمين؟ من هيجي يجسّم، عنده الخمسة فيه مجال يجسّمها 4 و 1
+
+924
+01:09:04,510 --> 01:09:10,070
+أو 3 أو 2، هي 4 و 1، أو 3 أو 2، اوكي، خلص هذه
+
+925
+01:09:10,070 --> 01:09:15,310
+التقسيمات الممكنة، بعد ذلك هيخسر، عنده ... عنده الـ ...
+
+926
+01:09:15,310 --> 01:09:17,590
+الاتنين، هذا مستحيل يلعب فيها، خلاص، لأنّه هيخسر إذا
+
+927
+01:09:17,590 --> 01:09:21,290
+بدّه يجسّمها، هنا تلاتة و واحد، بس فقط تلاتة و واحد
+
+928
+01:09:21,290 --> 01:09:25,870
+فهي الواحد و اتنين، وهي جسّم تلاتة و واحد، okay، هذه
+
+929
+01:09:25,870 --> 01:09:31,890
+بسّ التلاتة اللي بتنقسم اتنين و واحد، لا الاتنين هذا
+
+930
+01:09:31,890 --> 01:09:36,190
+بتنفع، ولا الاتنين هذا بتنفع، كويس، هنا التلاتات يا
+
+931
+01:09:36,190 --> 01:09:38,370
+التلاتة هذه، يا التلاتة هذه، بدّنا نقسّم اتنين و واحد
+
+932
+01:09:38,370 --> 01:09:44,690
+فبدّنا نصل لهذا الـ term، كويس، مبدئيّاً إجَت عند max and
+
+933
+01:09:44,690 --> 01:09:49,310
+max، هذي ما تتجسّم بعدي، خلاص، هخسر، إيش ما هعمل هخسر
+
+934
+01:09:49,310 --> 01:09:53,210
+فعلى طول بروح بعمله evaluation، ليش؟ لأنّ أنا وصلت لـ
+
+935
+01:09:53,210 --> 01:09:59,470
+leaf، فهذه معناته صفر، أنا خسرت، هخسر إذا وصلت لهذه
+
+936
+01:09:59,470 --> 01:10:03,070
+المرحلة، خسرت، إذا سمحت له أنّه يعمل المرحلة هذه، الآن
+
+937
+01:10:03,070 --> 01:10:07,050
+هدول فيهم إمكانيّة للتلاتة، التلاتة أقسّمها لواحد
+
+938
+01:10:07,050 --> 01:10:13,780
+واثنين، وإذا وصلناها لهنا، بكون خسرته، لأنّه حطّ له 2 2
+
+939
+01:10:13,780 --> 01:10:21,420
+1 1 1 في دوره، فإيش ما هيلعب هيخسر، صح؟ هذه واحد
+
+940
+01:10:21,420 --> 01:10:26,380
+صارت بالنسبالي، صارت بالنسبالي واحد، تمام، هنا
+
+941
+01:10:26,380 --> 01:10:30,060
+الأربعة فيه مجال واحد فقط لتقسيمها، تلاتة و واحد، هاي
+
+942
+01:10:30,060 --> 01:10:33,080
+تلاتة و واحد، تلاتة و واحد، إذا والله هو وصل لتلاتة
+
+943
+01:10:33,080 --> 01:10:37,000
+و واحد، هيجسّم ليها على طول واحد و اتنين للتلاتة، و
+
+944
+01:10:37,000 --> 01:10:44,050
+هيخسرني، هيخسرني إلا محالّة، فإذا صفر، هذه التلاتة
+
+945
+01:10:44,050 --> 01:10:47,070
+leaves اللي اللي ضالّوا في اللعبة، الآن عملنا
+
+946
+01:10:47,070 --> 01:10:50,970
+expanding، هيخلصنا الـ expanding كله بكلّ الـ
+
+947
+01:10:50,970 --> 01:10:54,550
+possibilities تبعته، بعدين عملنا evaluation
+
+948
+01:10:54,550 --> 01:10:59,890
+evaluation لمين؟ للـ leaves، عشان نعمل الـ propagation
+
+949
+01:10:59,890 --> 01:11:04,930
+نرجّح و نرجع، هذه جايّة من هنا، معناته أنا ... معنى
+
+950
+01:11:04,930 --> 01:11:08,490
+إنّ هذه اللعبة، إذا وصلناها أنا خسران، هذه بتيجي من
+
+951
+01:11:08,490 --> 01:11:14,770
+هنا، أنا خسران، هخسر إذا وطّلتني، طيّب هنا، بغضّ
+
+952
+01:11:14,770 --> 01:11:19,370
+النظر عن هذا الـ term، هنا فائز ولا خسران، هذه
+
+953
+01:11:19,370 --> 01:11:24,210
+اللعبة خمسة واحد، واحد بالنسبالي خسارة، ليش؟ لأنّ
+
+954
+01:11:24,210 --> 01:11:28,830
+هذه في دور من؟ ف أنا مش متوقّع أنّه من اطلاقاً أني أنا
+
+955
+01:11:28,830 --> 01:11:31,990
+أروح ألعب لهذه اللعبة اللي هتفوزني، لأ، هو أكيد
+
+956
+01:11:31,990 --> 01:11:35,130
+هيلعب اللعبة هذه اللي هتخسرني، فالحالة هذه
+
+957
+01:11:35,130 --> 01:11:40,570
+بالنسبالي خسرانة، هذه الحالة خسرانة، كويس، نكمّل هنا
+
+958
+01:11:40,570 --> 01:11:45,610
+هذه طبعاً فائزة، فإذا وصلني للنقطة هذه ف أنا بقدر
+
+959
+01:11:45,610 --> 01:11:50,510
+أفوز، بكمل، أفوز، نكمّل فوز، فهذه واحد بالنسبالي واحد
+
+960
+01:11:50,510 --> 01:11:56,860
+فائزة، فإذا هاي، هذه جايّة، بتيجي منها، أو بتيجي من هنا
+
+961
+01:11:56,860 --> 01:12:03,160
+فكلاهما، أختار من هذه أو هذه، أنا كفيل أن أكمل اللعبة
+
+962
+01:12:03,160 --> 01:12:08,160
+بفوز، بمشي الحال، تمام، الآن هذه ما فيش ... بتعطينيش
+
+963
+01:12:08,160 --> 01:12:12,620
+إلّا خسارة، بتعطيني صفر، فهي فعلاً خسارة بالنسبالي، هي
+
+964
+01:12:12,620 --> 01:12:19,240
+بالنسبالي خسارة، الآن هذه، آه، ليش حطّيناها أنّه هنا
+
+965
+01:12:19,240 --> 01:12:24,750
+فوز؟ لأنّه في دور max، في دور Max، في دوري، فطبيعي لو
+
+966
+01:12:24,750 --> 01:12:28,470
+وصلتني ستّة واحد، مش هروح أعطيه هذه اللعبة، إذا أنا
+
+967
+01:12:28,470 --> 01:12:32,030
+بعرف ألعب، على طول هروح أعطي اللعبة هذه، لأنّه أضمن
+
+968
+01:12:32,030 --> 01:12:35,270
+هذه بتفوزني، ليش هروح أعطي اللعبة اللي بتفوزه هو؟ فـ
+
+969
+01:12:35,270 --> 01:12:38,310
+automatically، هذه بالنسبالي أصبحت واحد، إذا قدرنا
+
+970
+01:12:38,310 --> 01:12:41,690
+نصل لهذه اللعبة فأنا عارف كيف الـ strategy عشان
+
+971
+01:12:41,690 --> 01:12:44,710
+أكمل الفوز، هنا نفس الجهة، حتّى لو أعطاني خمسة أو
+
+972
+01:12:44,710 --> 01:12:47,990
+اتنين، بدّي أوصل نفس الحالة، لو أعطاني أربعة أو تلاتة
+
+973
+01:12:47,990 --> 01:12:52,850
+بدّي أوصل نفس الحالة، فهدول كلهم فوز في البداية، تمام،
+
+974
+01:12:52,850 --> 01:13:00,110
+الآن أفضل path ممكن، الأفضل واحد ممكن فيهم كلهم،
+
+975
+01:13:00,110 --> 01:13:03,690
+أيّ واحد من هنا بفوزني، كويس، أنا مين أختار من
+
+976
+01:13:03,690 --> 01:13:09,290
+هدول، اللعبة عندي، مين أختار منهم؟ ممكن الأخيرة،
+
+977
+01:13:09,290 --> 01:13:14,540
+بسّ هذه off، لحظة، هذه فرصة كثيرة، هذه كلّ فرصها موجودة
+
+978
+01:13:14,540 --> 01:13:18,860
+بسّ في النهاية هذه أو هذه، بمشي الحال، فصار عندي مجال
+
+979
+01:13:18,860 --> 01:13:24,780
+للفوز بهذا الشكل، سواء من هنا أو من هنا أو من هنا
+
+980
+01:13:24,780 --> 01:13:29,720
+أو بهذا الشكل، كلّ هدول فرص ... فرص فوز، فبكون بادي
+
+981
+01:13:29,720 --> 01:13:33,420
+اللعبة، و أنا عارف إيش لازم ألعب، و متوقّع هو إيش
+
+982
+01:13:33,420 --> 01:13:37,540
+هيلعب، متوقّع منه إيش هيلعب، ما يعطينيش ستّة واحد، أروح
+
+983
+01:13:37,540 --> 01:13:41,540
+ألعب له خمسة واحد، خلاص، معناته أنا سلّمت زي ما يقول
+
+984
+01:13:41,540 --> 01:13:45,640
+اللعبة له، انتهى، تمام، كتير كويس، ترجعوا تعيدوا اللعبة
+
+985
+01:13:45,640 --> 01:13:49,840
+هذه، بسّ تغيّروها max، بدل من، تبدوا تشوفوا تتغيّر معاكم
+
+986
+01:13:49,840 --> 01:13:54,920
+ولا تتغيّر معاكم، هاي مثلاً games، زي ما قلنا نقدر
+
+987
+01:13:54,920 --> 01:14:00,270
+نشتغل بالـ ... بالـ minimax معاها، و نغيّر، بنغيّر فيها
+
+988
+01:14:00,270 --> 01:14:03,430
+الـ branching، مهم جدّاً، و اتّفقنا، هنا اشتغلنا عليها
+
+989
+01:14:03,430 --> 01:14:07,370
+بتراجعوا المحاضرة كويس، فيها، بنكون هيك خلّصنا جزئيّة
+
+990
+01:14:07,370 --> 01:14:10,310
+الـ search، المرة القادمة إن شاء الله بنروح لـ الـ
+
+991
+01:14:10,310 --> 01:14:12,450
+rules اللي أنتم كلكم عارفينها، اللي هي if then
+
+992
+01:14:12,450 --> 01:14:16,790
+rule، بنبدأ زي ما بقوله من الأول، بخطوات بسيطة جدّاً
+
+993
+01:14:16,790 --> 01:14:21,150
+عشان نصل لكتابنا
+
+994
+01:14:21,150 --> 01:14:24,210
+للـ textbook، الرسم اللي عندنا، يعطيكم العافية، و
+
+995
+01:14:24,210 --> 01:14:25,810
+بنشوفكم المرة القادمة إن شاء الله تعالى
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/tpUG4X3IeaA_postprocess.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/tpUG4X3IeaA_postprocess.srt
new file mode 100644
index 0000000000000000000000000000000000000000..e62efdc64a9735dc45bb57a0d9fc92a7bc7b2bda
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/tpUG4X3IeaA_postprocess.srt
@@ -0,0 +1,3980 @@
+1
+00:00:05,110 --> 00:00:07,150
+باسم الله الرحمن الرحيم والصلاة والسلام علي أشرف
+
+2
+00:00:07,150 --> 00:00:12,030
+الأنبياء والمرسلين سيدنا محمد نكمل موضوعنا في
+
+3
+00:00:12,030 --> 00:00:15,770
+عملية ال search و اللي بدأنا نتحدث فيها في مساقنا
+
+4
+00:00:15,770 --> 00:00:20,810
+لهذا الفصل و اللي هو ال expert systems تحدثنا عن
+
+5
+00:00:20,810 --> 00:00:24,730
+عملية ال search و قسمناها ل uninformed strategies
+
+6
+00:00:24,730 --> 00:00:28,730
+و informed strategies و المرة السابقة كنا بنتحدث
+
+7
+00:00:28,730 --> 00:00:33,870
+عن ال informed strategiesووصلنا لمرحلة أنه بدأنا
+
+8
+00:00:33,870 --> 00:00:37,830
+نتحدث عن حاجة اللي هي علاقة بال local search ال
+
+9
+00:00:37,830 --> 00:00:40,130
+local search بمعنى أنه ممكن يكون عند ال function
+
+10
+00:00:40,130 --> 00:00:46,370
+فيها أكتر من حل أو أكتر من optimal بالمعنى الرياضي
+
+11
+00:00:46,370 --> 00:00:50,250
+للكلمة ك optimal أي حاجة بقدر أسميها optimal
+
+12
+00:00:50,250 --> 00:00:53,650
+maximum أو minimum إذا كانت هي أفضل من النقطين
+
+13
+00:00:53,650 --> 00:00:57,110
+اللي حواليها بمعنى أنه هنا فيها نقطة بسميها
+
+14
+00:00:57,110 --> 00:01:04,400
+optimalهنا ال optimal تحديدا بتروح ل maximum او
+
+15
+00:01:04,400 --> 00:01:09,340
+ممكن تكون بهذا الشكل ف ال optimal هنا هتكون
+
+16
+00:01:09,340 --> 00:01:14,120
+minimum القصد ان ال minimum او ال maximum هي افضل
+
+17
+00:01:14,120 --> 00:01:18,340
+من النقطين اللي حواليها من نقطة قبلها و نقطة بعدها
+
+18
+00:01:18,340 --> 00:01:22,920
+فبقدر اسميها local بصفة عامة طيب مجموعة ال local
+
+19
+00:01:22,920 --> 00:01:28,290
+optimalبكون في واحدة منهم the best one، the best
+
+20
+00:01:28,290 --> 00:01:30,910
+one هذه بنسميها ال global، و الحقيقة لما اتحدثنا
+
+21
+00:01:30,910 --> 00:01:34,110
+المرة السابقة و كنا بنتكلم عن ال hill climbing
+
+22
+00:01:34,110 --> 00:01:38,990
+search وجدنا انه احنا هنقع في عملية ال local أو ال
+
+23
+00:01:38,990 --> 00:01:44,800
+localizationفصار بدنا قلية نطلع منها ال simulated
+
+24
+00:01:44,800 --> 00:01:48,080
+annealing ال search الحقيقة المفروض ان هي strategy
+
+25
+00:01:48,080 --> 00:01:52,520
+برضه اتحاول اتعالجلنا هذا الموضوع فبكل بساطة
+
+26
+00:01:52,520 --> 00:01:56,260
+الفكرة من هذا .. من هذا التكنيك او هذه
+
+27
+00:01:56,260 --> 00:02:01,220
+الاستراتيجية هي عملية ان انا احاول اطلع من ال
+
+28
+00:02:01,220 --> 00:02:05,330
+local Maximaعلى اعتبار ان احنا المرة السابقة كنا
+
+29
+00:02:05,330 --> 00:02:08,370
+بنتحدث عن ال hill climbing فانا بتكلم عن
+
+30
+00:02:08,370 --> 00:02:13,330
+maximization بدور على ال maximum او ال peak ال
+
+31
+00:02:13,330 --> 00:02:19,590
+maximum peak كويس كيف ممكن نعمل عملية الخروج من ال
+
+32
+00:02:19,590 --> 00:02:23,870
+local maxima من خلال ال algorithm التالي و اللي
+
+33
+00:02:23,870 --> 00:02:27,450
+بنقدر نسميه ك function هو simulated annealingهذا
+
+34
+00:02:27,450 --> 00:02:30,870
+بدي اعطيه ال problem و ال problem زي ما قلنا المرة
+
+35
+00:02:30,870 --> 00:02:34,210
+السابقة هي عبارة عن f of x او المعادلة ال
+
+36
+00:02:34,210 --> 00:02:37,730
+objective functionال objective function أو ال cost
+
+37
+00:02:37,730 --> 00:02:40,850
+function اللي بدنا نشتغل عليها أو performance
+
+38
+00:02:40,850 --> 00:02:44,890
+function سواء أنا بدور على maximum او minimum فبده
+
+39
+00:02:44,890 --> 00:02:47,290
+minimize فبسميها cost function بده maximize
+
+40
+00:02:47,290 --> 00:02:52,050
+فبسميها performance function تمام و بعدين في end
+
+41
+00:02:52,050 --> 00:02:56,530
+schedule هذه محتاجها التكنيك هذا محتاج التكنيك هذا
+
+42
+00:02:56,530 --> 00:03:00,690
+ببساطة جدا في الحالة اللي هنتحدث عنها اليوم هيكون
+
+43
+00:03:00,690 --> 00:03:02,790
+ال schedule تبعنا
+
+44
+00:03:05,340 --> 00:03:14,740
+بهذا الشكل تناقصي تناقصية مع ال time وهذه تمثل ال
+
+45
+00:03:14,740 --> 00:03:19,820
+temperature ونشوف كيف بدنا نتحرك ضمن هذا ال
+
+46
+00:03:19,820 --> 00:03:23,240
+schedule بحيث ان هدول ال input لازم يكونوا given
+
+47
+00:03:24,140 --> 00:03:27,980
+للطريقة اعطيها ال F of X اللي لازم تحللي ليها و
+
+48
+00:03:27,980 --> 00:03:31,980
+اعطيها ال schedule اللي هتمشي عليه أثناء عملية ال
+
+49
+00:03:31,980 --> 00:03:36,200
+search كويس ال return ايش منتظر اخد منهم؟ هاخد
+
+50
+00:03:36,200 --> 00:03:40,760
+منهم حل لل state تبعتنا او ناخد solution في
+
+51
+00:03:40,760 --> 00:03:44,360
+النهاية ال solution هي دهمجموعة ال input سبعته أول
+
+52
+00:03:44,360 --> 00:03:48,000
+شغلة ال problem زي ما قلنا نعرفهم بشكل أوضح ال
+
+53
+00:03:48,000 --> 00:03:50,580
+problem هذه عبارة عن ال problem نفسها و بعدين في
+
+54
+00:03:50,580 --> 00:03:53,360
+حاجة اسمة schedule ال schedule هذه اللي هي ال map
+
+55
+00:03:53,360 --> 00:03:57,560
+ل ال time و ال temperature او from time to
+
+56
+00:03:57,560 --> 00:04:00,940
+temperature ال time هنا بكل بساطة بقدر أسميه ال
+
+57
+00:04:00,940 --> 00:04:05,420
+iterationأو ال loop في عملية ال search زي من المرة
+
+58
+00:04:05,420 --> 00:04:08,760
+السابقة أخدنا برضه كان في عندي loop و بيه عملية
+
+59
+00:04:08,760 --> 00:04:13,420
+بحث أثناء ال loop تمام فإذا هنا ال loop نفسه
+
+60
+00:04:13,420 --> 00:04:17,020
+هنتكلم عنه على أساس إن هو ال small t هذي أو ال
+
+61
+00:04:17,020 --> 00:04:19,900
+time أو ال time طيب إيش المتغيرات اللي المفروض
+
+62
+00:04:19,900 --> 00:04:22,600
+يكونوا موجودين أو ال local variables في كلمة
+
+63
+00:04:22,600 --> 00:04:25,240
+current current أو ال current point ال current
+
+64
+00:04:25,240 --> 00:04:27,940
+point هذه هي ال node اللي احنا الآن هنكون موجودين
+
+65
+00:04:27,940 --> 00:04:33,050
+فيها مرحليا أثناء عملية البحثو في next، next هذه
+
+66
+00:04:33,050 --> 00:04:37,170
+المفروضة هي المرشحة انها تكون next نفحصها إذا كانت
+
+67
+00:04:37,170 --> 00:04:41,290
+مناسبة فأصبحت بحولها ل current لاحقا، إذا كانت غير
+
+68
+00:04:41,290 --> 00:04:44,610
+مناسبة لأ تتحولش ل current و بناخد .. بندور على
+
+69
+00:04:44,610 --> 00:04:50,810
+next أخرى أو another next، كويس T ال capital هذه
+
+70
+00:04:50,810 --> 00:04:52,830
+ال temperature و مافيش فيها مشكلة هذه بنعمل
+
+71
+00:04:52,830 --> 00:04:56,790
+controlling على ال probability of downward steps
+
+72
+00:04:57,520 --> 00:05:02,740
+بحيث أني أتحكم في عملية الخروج من عملية ال
+
+73
+00:05:02,740 --> 00:05:05,740
+localization اللي هنتكلم عنها الآن بنشوفها خلال ال
+
+74
+00:05:05,740 --> 00:05:08,960
+algorithm كيف تمشي مبدأيا كلمة current اللي هو
+
+75
+00:05:08,960 --> 00:05:13,000
+النقطة الحالية أنا وين أبدأ ال search تبعي فهنبدأ
+
+76
+00:05:13,000 --> 00:05:16,560
+من current وهدي بناخدها بشكل initial state لل
+
+77
+00:05:16,560 --> 00:05:21,210
+problem أو randomlyمن الآخر إذا مافيش عندي معلومة
+
+78
+00:05:21,210 --> 00:05:24,530
+واضحة و عندي function فانا ممكن أخدها بشكل random
+
+79
+00:05:24,530 --> 00:05:31,030
+value أحطها تحت مسمى current point تمام بعد ذلك
+
+80
+00:05:31,030 --> 00:05:34,070
+هنبدأ عملية البحث و اللي هنحطها داخل ال loop زي ما
+
+81
+00:05:34,070 --> 00:05:40,650
+قولنا هنبدأ من T بواحد و نستمر طبعا احنا كاتبين
+
+82
+00:05:40,650 --> 00:05:43,410
+هنا to infinity ولكن هي الحقيقة اللي هيحددنا
+
+83
+00:05:43,410 --> 00:05:46,690
+بالظبط جداش هو ال schedule اللي احنا هنتحرك عليه
+
+84
+00:05:47,370 --> 00:05:51,630
+إحنا جديش maximum عندنا فبنوقف حسب ما إحنا شايفين
+
+85
+00:05:51,630 --> 00:05:54,190
+فإحنا maximum هي النقطة ال maximum اللي هتكون
+
+86
+00:05:54,190 --> 00:05:57,270
+موجودة اللي هي هيصبح عندها ال capital T أو ال
+
+87
+00:05:57,270 --> 00:06:01,130
+temperature equal to zero equal to zero كويس
+
+88
+00:06:01,130 --> 00:06:05,730
+فبدأنا من خلال ال schedule اللي قدامنا هناخد قيمة
+
+89
+00:06:05,730 --> 00:06:10,390
+ال T capital بمعنى ببدأ من ال zero فقيمة T capital
+
+90
+00:06:10,390 --> 00:06:16,680
+عاليةقيمة T capital عالية، فإذا capital T تتناسب
+
+91
+00:06:16,680 --> 00:06:21,200
+مع واحد على small t، هذه مهمة جدا، هنتكلم عن
+
+92
+00:06:21,200 --> 00:06:26,520
+تأثيرها لاحقا بعد ذلك، هنبدأ بال schedule، حددنا
+
+93
+00:06:26,520 --> 00:06:31,360
+قيمة T، إذا كانت والله T بتساوي صفر .. لاحظ؟
+
+94
+00:06:33,550 --> 00:06:41,130
+قيمة اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل
+
+95
+00:06:41,130 --> 00:06:43,310
+اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل
+
+96
+00:06:43,310 --> 00:06:43,750
+اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل
+
+97
+00:06:43,750 --> 00:06:43,770
+اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل
+
+98
+00:06:43,770 --> 00:06:46,270
+اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل
+
+99
+00:06:46,270 --> 00:06:51,620
+اقل اقل اقك loop لل T small انتهى بعد هيك خلاص
+
+100
+00:06:51,620 --> 00:06:56,640
+capital دائما zero ففي الحالة هذه اخر current
+
+101
+00:06:56,640 --> 00:07:01,260
+وصلناله او اخر حل اصبح متحقق عنده باخده كأنه هو
+
+102
+00:07:01,260 --> 00:07:05,760
+الحل فإذا كان ال T بتساوي صفر اذا برجع بكلمة او
+
+103
+00:07:05,760 --> 00:07:11,410
+بال .. بال .. بقيمة current node وبنوجف عليهاأما
+
+104
+00:07:11,410 --> 00:07:16,290
+طبعا بعد ذلك إذا لم يتحقق هذا الشرط فخلاص بنشوف
+
+105
+00:07:16,290 --> 00:07:18,830
+اللي بعده على اعتبار أنه زي ما قلنا return بتطلعني
+
+106
+00:07:18,830 --> 00:07:23,170
+من ال .. من كل البرنامج على بعضه بنطلع نخلصنا و
+
+107
+00:07:23,170 --> 00:07:28,610
+بننفذش كل ما بعده لكن إذا لم يتحقق فبدي تلقائيا
+
+108
+00:07:28,610 --> 00:07:32,570
+أنتقل لللي ورا، تلقائيا هنتقل لللي بعده عشان نشوف
+
+109
+00:07:32,570 --> 00:07:38,640
+كلمة nextكلمة next هذه اللي هتكون مرشحة تنافس ال
+
+110
+00:07:38,640 --> 00:07:41,680
+current هل هي أفضل من ال current ولا لأ أسوأ من ال
+
+111
+00:07:41,680 --> 00:07:44,880
+current وبناء على ذلك بنحدد أحطها مكان ال current
+
+112
+00:07:44,880 --> 00:07:48,500
+أو لأ مش محتاجة تروح مكان ال current فهنا هنقول
+
+113
+00:07:48,500 --> 00:07:52,240
+next عبارة عن randomly selected successor of
+
+114
+00:07:52,240 --> 00:07:55,800
+current بمعنى ال current من المستمر السابقة مش
+
+115
+00:07:55,800 --> 00:07:58,870
+اللي قلناه قلناهان احنا بنعمله مجموعه ال
+
+116
+00:07:58,870 --> 00:08:02,090
+successors مجموعه ال successors تعونها دولة واحده
+
+117
+00:08:02,090 --> 00:08:05,590
+يمين واحده شمال واحده up واحده down بنتحرك فيهم
+
+118
+00:08:05,590 --> 00:08:08,350
+بنشوف مين ال maximum منهم عشان نقارنها بعد ذلك
+
+119
+00:08:08,350 --> 00:08:11,630
+طبعا مجرد مين ال maximum منهم أصبحت هي ال next
+
+120
+00:08:11,630 --> 00:08:14,830
+عشان تقارن بال current بعد ذلك تقارن بال current
+
+121
+00:08:14,830 --> 00:08:18,810
+وهذا اللي حاكناه من المحاضرة السابقة في ال hill
+
+122
+00:08:18,810 --> 00:08:26,010
+climbing search كويس ..الان حددنا ال nextوزي ما
+
+123
+00:08:26,010 --> 00:08:29,090
+قلنا الأربعة بدل ما اجيب the highest one براندوملي
+
+124
+00:08:29,090 --> 00:08:32,690
+من الأربعة هدولة إذا والله بتكلم عن 3D لproblem
+
+125
+00:08:32,690 --> 00:08:36,050
+تبعتنا معناه تبصرا عندي تمانية and so on فإذا
+
+126
+00:08:36,050 --> 00:08:39,870
+بيكون عندي ال .. ال .. ال successors هدولة حسب ال
+
+127
+00:08:39,870 --> 00:08:43,630
+dimensionality لل problem نفسها بتتحدد جديش عدد ال
+
+128
+00:08:43,630 --> 00:08:48,230
+successors الممكنين تمام فحددنا next إذا والله
+
+129
+00:08:48,230 --> 00:08:50,810
+next
+
+130
+00:08:52,130 --> 00:08:55,050
+value ايش يعني next value؟ next احنا اتفقنا انه
+
+131
+00:08:55,050 --> 00:09:00,370
+هاد عبارة عن نقطة x طيب لما اقول value of next
+
+132
+00:09:00,370 --> 00:09:06,230
+معنى ذلك اني بقول if of x يعني جبنا ال evaluation
+
+133
+00:09:06,230 --> 00:09:10,490
+او ال functional value ال evaluation او ال
+
+134
+00:09:10,490 --> 00:09:16,450
+functional value لمين؟ ل next تمام فصارت كأنها if
+
+135
+00:09:16,450 --> 00:09:23,300
+of next ناقص if of currentنقص f of current بنطرحهم
+
+136
+00:09:23,300 --> 00:09:26,800
+من بعض و ناخد بالنا دايما انا بتحدث عن
+
+137
+00:09:26,800 --> 00:09:31,780
+maximization نتحدث عن maximum فاذا اذا كانت delta
+
+138
+00:09:31,780 --> 00:09:36,920
+E فعليا positive or negative هذا بيعطيني مؤشر ان
+
+139
+00:09:36,920 --> 00:09:41,740
+هو مين منهم اكبر من التاني مين منهم هيكون اكبر من
+
+140
+00:09:41,740 --> 00:09:48,850
+الثانيفلمّا بقول إذا كانت delta E أكبر من صفر ..
+
+141
+00:09:48,850 --> 00:09:54,950
+أكبر من صفر فبنحط current هي ال next على اعتبار
+
+142
+00:09:54,950 --> 00:09:58,980
+إنه إذا كان هنا أكبر من صفر معناته positiveو هذه
+
+143
+00:09:58,980 --> 00:10:01,020
+هتكون positive ايه انت؟ اذا كان ال term الأول هو
+
+144
+00:10:01,020 --> 00:10:05,360
+الأكبر ..term الأول هو الأكبر لأي قيمة ..term
+
+145
+00:10:05,360 --> 00:10:10,200
+الأول أكبر في عملية طرح ..معنى ذلك أنه الناتج أكيد
+
+146
+00:10:10,200 --> 00:10:14,520
+هيكون قيمة positive في الحالة هذه automatically
+
+147
+00:10:14,520 --> 00:10:18,700
+بنعرف أنه ال next أعطتني قيمة أعلى من ال current
+
+148
+00:10:18,700 --> 00:10:23,800
+..أعلى من ال current فبنحول قيمة next تصبح هي ال
+
+149
+00:10:23,800 --> 00:10:28,670
+current الحالي ..هيقيمة ال current الحالي طيب else
+
+150
+00:10:28,670 --> 00:10:32,470
+إذا لم يتحقق الحقيقة ذلك ماقدرناش نحقق هذا ال
+
+151
+00:10:32,470 --> 00:10:35,570
+condition معناه ذلك أنه إيش اللي حصل فعليا اللي
+
+152
+00:10:35,570 --> 00:10:41,190
+حصل أنه delta E هي أصبحت أقل من أو يساوي ال zero
+
+153
+00:10:41,190 --> 00:10:46,550
+أصبحت أقل من العكس مباشرة عكسها مباشرة طيب مدام
+
+154
+00:10:46,550 --> 00:10:51,400
+أقل من أو يساويمعنى ذلك أنه بعرف أن ال current هي
+
+155
+00:10:51,400 --> 00:10:54,960
+الأفضل ال current كانت أفضل في الحالة هذه إذا ال
+
+156
+00:10:54,960 --> 00:11:00,200
+current أفضل بنحط ال next يعني القاعدة الأساسية أن
+
+157
+00:11:00,200 --> 00:11:03,780
+ال current تبقى لزمها هي لكن بنعمل احتمالية
+
+158
+00:11:03,780 --> 00:11:09,520
+الاحتمالية هذه أنه أحط ال next مكان ال current رغم
+
+159
+00:11:09,520 --> 00:11:13,380
+أن أنا عارف أن هي أسوأ رغم أنه بعرف أن هي أسوأ
+
+160
+00:11:13,380 --> 00:11:20,700
+كويس هذا فقط with probability Eto the power delta
+
+161
+00:11:20,700 --> 00:11:27,600
+E ونكبرها شوية E to the power delta E على capital
+
+162
+00:11:27,600 --> 00:11:33,060
+T شوية شوية ناخدها الان delta E عشان اصلها
+
+163
+00:11:33,060 --> 00:11:37,920
+الاحتمالية هذه واضح انه لازم تكون اقل من صفر اقل
+
+164
+00:11:37,920 --> 00:11:40,580
+من صفر يعني مبدأيا هذا ال term بده يكون بال
+
+165
+00:11:40,580 --> 00:11:45,740
+negativeهذا ال term يكون negative واضح انه لازم
+
+166
+00:11:45,740 --> 00:11:47,920
+يكون negative فمعنى ذلك ان انا بتعامل مع ال
+
+167
+00:11:47,920 --> 00:11:51,680
+function بهذا الشكل و اللي هي مبدأيا هنا واحد عند
+
+168
+00:11:51,680 --> 00:11:56,840
+الصفر و تناقص هي في ال infinitive تصل لل zero في
+
+169
+00:11:56,840 --> 00:11:59,640
+ال infinitive تصل لل zero هي ال exponential ل
+
+170
+00:11:59,640 --> 00:12:06,380
+negative هي ال function بتاعتنا طيب فإذا في أفضل
+
+171
+00:12:06,380 --> 00:12:10,540
+الأحوال أو أكبر قيمة ممكنة لهذا ال term ان يكون
+
+172
+00:12:10,540 --> 00:12:15,290
+فوق zeroعلى اعتبار انه اذا يساوي التحققات ففي
+
+173
+00:12:15,290 --> 00:12:19,290
+الحالة دي واحد واحد معناه ذلك انه ال probability
+
+174
+00:12:19,290 --> 00:12:23,190
+بتقول ليه انه لأ حط ال next مكان ال current على
+
+175
+00:12:23,190 --> 00:12:26,350
+اعتبار ان الاتنين بيساوي بعض الاتنين بيساوي بعض ف
+
+176
+00:12:26,350 --> 00:12:30,130
+ال difference between them اكيد zero وهذا معناه
+
+177
+00:12:30,130 --> 00:12:33,930
+انه لأ خلاص حط ال next مكان ال current مش هيفرجوا
+
+178
+00:12:33,930 --> 00:12:36,950
+كتير عن بعض فلأ الاحتمالية هنا عالية جدا انه احطهم
+
+179
+00:12:36,950 --> 00:12:42,620
+مكان بعض طيبإذا كان لأ هي أقل من الصفر أقل من صفر
+
+180
+00:12:42,620 --> 00:12:46,400
+فمعنى ذلك أن ال term الاحتمالية بتبدأ تجل تبدأ تجل
+
+181
+00:12:46,400 --> 00:12:52,360
+تبدأ تجل تناسبا مع مين؟ تناسبا مع ال term نفسه هل
+
+182
+00:12:52,360 --> 00:12:56,300
+هو قيمة ال negative تبعته عالية؟ إذا عالية لأ
+
+183
+00:12:56,300 --> 00:12:59,800
+معناته ال current كتير أحسن من ال next يعني هو
+
+184
+00:12:59,800 --> 00:13:03,080
+بعيد حتى عن ال next هيو ال current لما يكون أكبر
+
+185
+00:13:03,080 --> 00:13:06,440
+بكتير من ال next معناته ال difference between them
+
+186
+00:13:06,440 --> 00:13:09,660
+هيكون بال negative كتيرهيكون كتير بعيد في ال
+
+187
+00:13:09,660 --> 00:13:14,380
+negative فهذه بتجلل الاحتمالية لإنه أسوأ بمراحل
+
+188
+00:13:14,380 --> 00:13:20,300
+يعني أسوأ بشكل كتير كبير فبتجل طيب إمتى ممكن نتقبل
+
+189
+00:13:20,300 --> 00:13:24,760
+إنه هي سيء أو رغم ذلك أخدها هتعتمد على ال capital
+
+190
+00:13:24,760 --> 00:13:30,000
+Tفي عنا capital T فاتفقنا الآن numerator فحصناه
+
+191
+00:13:30,000 --> 00:13:34,060
+وشوفنا تأثيره ومنطقي جدا ..منطقي جدا إذا صفر خلاص
+
+192
+00:13:34,060 --> 00:13:37,660
+معناه تلتين بيسوا بعض مش مشكلة لما تتغير next مكان
+
+193
+00:13:37,660 --> 00:13:41,840
+current بمش الحال ولو كانت قيمة كبيرة ولكن أنا
+
+194
+00:13:41,840 --> 00:13:44,400
+عارف أن هي بال negative في النهاية فمعنى ذلك أنه
+
+195
+00:13:44,400 --> 00:13:48,560
+تبدأ تجلالاحتمالية طيب بتجيل الاحتمالية ليش لازم
+
+196
+00:13:48,560 --> 00:13:52,380
+تجيل الاحتمالية؟ منطق جدا لأن ال current كتير افضل
+
+197
+00:13:52,380 --> 00:13:55,780
+من ال next فاحتمالية ان احط ال next بدل ال current
+
+198
+00:13:55,780 --> 00:13:59,360
+المفروض تكون مش واردة كتير تكون اقل الاحتمالية
+
+199
+00:13:59,360 --> 00:14:03,020
+تمام خلصنا من ال numerator ال denominator ال
+
+200
+00:14:03,020 --> 00:14:06,940
+capital T احنا قلنا هذا عبارة عن schedule بيكون
+
+201
+00:14:06,940 --> 00:14:13,260
+بهذا الشكلتناقصي فعليا إله علاقة بال for loop أنا
+
+202
+00:14:13,260 --> 00:14:16,060
+في أي مرحلة الآن من المراحل إذا والله أنا في
+
+203
+00:14:16,060 --> 00:14:20,240
+المراحل .. في المراحل الأولى معناته أنا لسه في
+
+204
+00:14:20,240 --> 00:14:25,020
+small t واحد أو صفر في الحالة هذه لأ معناته
+
+205
+00:14:25,020 --> 00:14:30,700
+capital T بتكون عالية طيب إذا كانت عالية ال term
+
+206
+00:14:30,700 --> 00:14:38,490
+أقل صحيح ال term يصير أقل فالاحتمالية أعلىال term
+
+207
+00:14:38,490 --> 00:14:40,850
+كل ما هنا ال term هذا أقل معناته أن أنا بتكلم في
+
+208
+00:14:40,850 --> 00:14:44,670
+المنطقة اللي هنا الأقل فالاحتمالية بتصير أعلى okay
+
+209
+00:14:44,670 --> 00:14:49,470
+بمعنى أنه أنا في بداية البحث بأتقبل أن يكون في خطأ
+
+210
+00:14:49,470 --> 00:14:54,850
+أتقبل أنه حتى لو القيمة كويسة أعمل jump بعيد عنها
+
+211
+00:14:55,550 --> 00:14:58,850
+أخد قيمة كتير بعيد عنها عشان أحاول أطلع من عملية
+
+212
+00:14:58,850 --> 00:15:01,390
+الـ Localization اللي زي ما قلنا بحيث أنه لو أنا
+
+213
+00:15:01,390 --> 00:15:04,890
+وصلت هنا لأ أخد قيمة كتير بعيدة يمكن القيمة ترميني
+
+214
+00:15:04,890 --> 00:15:08,870
+هنا مثلا أو ترميني في منطقة تانية فاتجربني من اللي
+
+215
+00:15:08,870 --> 00:15:12,250
+كان Global أما والله في الآخر إذا أنا كنت فعليا
+
+216
+00:15:12,250 --> 00:15:16,520
+هناو جاعت بلف و بدور و بلف و بدور رامتها إجت هنا و
+
+217
+00:15:16,520 --> 00:15:18,660
+بعدين جيبنا القيمة هذه طب مين أعلى هذه ولا هذه
+
+218
+00:15:18,660 --> 00:15:20,600
+الحل اللي كنتوا جايبوه في الأول ولا في التاني
+
+219
+00:15:20,600 --> 00:15:24,660
+فبناخد نفس فكرة أنه أنا بضل مخزن الأعلى ال بيك
+
+220
+00:15:24,660 --> 00:15:27,600
+اللي دايما أعلى بتضل هي الوحيد اللي مخزنها و بنبحث
+
+221
+00:15:27,600 --> 00:15:34,840
+.. بندور .. و بندور .. تمام فإذا بنغير ال next
+
+222
+00:15:34,840 --> 00:15:39,970
+مكان ال currentحسب الاحتمالية هذه ومنطقية جدا لما
+
+223
+00:15:39,970 --> 00:15:42,850
+بخلص البحث تبعي او ال search تبعي او ال loop تبعي
+
+224
+00:15:42,850 --> 00:15:45,750
+وين بده ينتهي اكيد زي ما قلنا هينتهي بنقطة هنا
+
+225
+00:15:45,750 --> 00:15:52,490
+النقطة اللي هنا هتخلي ال capital T Zero هنا Zero
+
+226
+00:15:52,490 --> 00:15:59,870
+معناه ذلك ان الاحتماليةzero معناته لأ انا خلاص عدد
+
+227
+00:15:59,870 --> 00:16:03,610
+المرات ال loop اللي انا او ال iteration اللي
+
+228
+00:16:03,610 --> 00:16:07,370
+مسموحالي بتخلص جاعدة فمافيش مجال اقعد انطنت كتير
+
+229
+00:16:07,370 --> 00:16:12,010
+خلاص اخر بفضل الآن احتمالية انه اضلني على ال
+
+230
+00:16:12,010 --> 00:16:15,260
+current اعلىإني أضل على ال current أضل على ال
+
+231
+00:16:15,260 --> 00:16:20,180
+current معناته مغيرش ماعملش التغيير هادي تمام فهي
+
+232
+00:16:20,180 --> 00:16:24,980
+تقريبا هيك بشكل أو باخر فكرة ال simulated
+
+233
+00:16:24,980 --> 00:16:29,820
+annealing واللي زي ما قلنا سابقة نمكنهي بتعتمد على
+
+234
+00:16:29,820 --> 00:16:35,020
+ظاهرة الحديد، ظاهرة اللي هي تبريد الحديد أو تحسين
+
+235
+00:16:35,020 --> 00:16:38,780
+الحديد، تحسين الحديد ببساطة بتنبه هذا الشكل، إن
+
+236
+00:16:38,780 --> 00:16:41,600
+أنا بسخن و ببرد و بسخن و ببرد، فهي اللي بصيفها
+
+237
+00:16:41,600 --> 00:16:45,240
+اللي هي عملية تسخين و تبريد، تسخين و تبريد بناء
+
+238
+00:16:45,240 --> 00:16:48,500
+على ال schedule، بناء على ال schedule اللي موجود
+
+239
+00:16:49,290 --> 00:16:53,770
+موجود عندنا تمام هذه بالشكل أساسي اكتير كويس انه
+
+240
+00:16:53,770 --> 00:16:56,890
+ال simulated annealing تحاولوا تعملوها algorithm
+
+241
+00:16:56,890 --> 00:17:00,950
+طبعا بترجعوا للمحاضرة شرحها من البداية وإذا كان في
+
+242
+00:17:00,950 --> 00:17:05,170
+أي مشكلة بلغوني فيها يعني خليني اناقشها بعدين حسب
+
+243
+00:17:05,170 --> 00:17:09,290
+ما تسمعوا المحاضرة كمان مرة طيب اكتير كويس انكوا
+
+244
+00:17:09,290 --> 00:17:13,310
+تحاولوا تعملوا algorithm عليها اتحلوا أكام من سؤال
+
+245
+00:17:13,310 --> 00:17:15,790
+من ال calculus اللي كنتوا تاخدوهم زمان اللي كانوا
+
+246
+00:17:15,790 --> 00:17:19,860
+بتطلبوا فيها maximize و minimize ومش عارفطريقة جدا
+
+247
+00:17:19,860 --> 00:17:26,020
+مشدية الحقيقة في عملية ال globalization لأ
+
+248
+00:17:26,020 --> 00:17:28,440
+هي زي ما قلنا احنا مش مضروري على النقاط احنا
+
+249
+00:17:28,440 --> 00:17:31,500
+بنعتمد بشكل أساسي على مجموعة .. بنختار من ال
+
+250
+00:17:31,500 --> 00:17:37,620
+successors لل current بنختار منهم بناء على إذا كان
+
+251
+00:17:37,620 --> 00:17:42,810
+ال successor هذا اللي هو حطيناه nextأفضل أكيد بغير
+
+252
+00:17:42,810 --> 00:17:46,770
+مباشرة إذا لأ هو أسوأ بخلّي برضه فيه احتمالية
+
+253
+00:17:46,770 --> 00:17:51,110
+تغيير ولكن باحتمالية إذا أنا لسه في بداية البحث
+
+254
+00:17:51,110 --> 00:17:56,430
+بجازف بهذه الاحتمالية و بغيرها رغم إن هي أسوأ بكون
+
+255
+00:17:56,430 --> 00:17:59,490
+مخزن أفضل حل موجود عندي بحيث إنه دايماً دل عندي حل
+
+256
+00:17:59,490 --> 00:18:04,690
+واحد دلت دائما كله بشتغله برجع لنفس الحل كله
+
+257
+00:18:04,690 --> 00:18:07,110
+بشتغله برجع لنفس الحل خلاص معناته واضح إنه هذا هو
+
+258
+00:18:07,110 --> 00:18:11,960
+ال .. هو ال globalأو خلّيني اقول ان احنا بنشتغل في
+
+259
+00:18:11,960 --> 00:18:15,080
+احتمالات في الآخر، معنى ذلك ان الاحتمال يعالج جدا
+
+260
+00:18:15,080 --> 00:18:19,860
+ان هو ال global لانه قد تصدف في بعض المشاكل انه
+
+261
+00:18:19,860 --> 00:18:23,220
+بضلني ألف ودور بس أنا بعيد تماما لسه عن ال global
+
+262
+00:18:23,220 --> 00:18:29,060
+يعني هذه حالات شوية ممكن تكون نادرة في هيك حالة،
+
+263
+00:18:29,060 --> 00:18:33,240
+بيضل مين اللي بيحدد ليه؟إنه بقدر أصل و لا بقدرش
+
+264
+00:18:33,240 --> 00:18:37,120
+أصل مفهومي لكلمة successor هل ال successor بمعنى
+
+265
+00:18:37,120 --> 00:18:40,840
+نفس القيم اللي حوليا بس ولا يبسمحلي أنه أعمل jump
+
+266
+00:18:40,840 --> 00:18:45,660
+مثلا عشرة جد ..يمين و عشرة شمال عشرة up عشرة down
+
+267
+00:18:45,660 --> 00:18:49,940
+مش مضروري واحد واحد واحد واحد فهذه برضه بتعطيني
+
+268
+00:18:50,670 --> 00:18:54,710
+حرية أكتر في الحركة، أنه والله أوسع ال range اللي
+
+269
+00:18:54,710 --> 00:18:57,670
+بتحرك فيه، لإنه احنا عارفين مبدأين، إذا بتتحرك
+
+270
+00:18:57,670 --> 00:19:01,670
+واحدة واحدة، مش هبعد كتير، يعني هكون موجود هنا،
+
+271
+00:19:01,670 --> 00:19:04,270
+بدي successor هنا و successor هنا، ماتغيرتش كتير
+
+272
+00:19:04,270 --> 00:19:08,530
+الموضوع، الموضوع مابعتش كتير، لكن بيضل الآن مين
+
+273
+00:19:08,530 --> 00:19:11,630
+اللي ممكن يحددلي جدش أنا بقدر أتحرك، اللي هي
+
+274
+00:19:11,630 --> 00:19:15,150
+مفهومي لكلمة successorالـ Successor جدّاش بعيد عن
+
+275
+00:19:15,150 --> 00:19:19,810
+ال current جدّاش بعيد عن ال current تمام الان في
+
+276
+00:19:19,810 --> 00:19:23,910
+برضه في ال local search في حاجة اسمها ال local
+
+277
+00:19:23,910 --> 00:19:30,910
+theme search نفس ال .. ال tree و احنا بنشتغل سابقا
+
+278
+00:19:30,910 --> 00:19:36,430
+كنا في ال tree هكون عندى ال tree و ال tree هذه مش
+
+279
+00:19:36,430 --> 00:19:39,810
+هختار منها successor واحد لأ احنا ممكن نختار اكتر
+
+280
+00:19:39,810 --> 00:19:49,410
+من successorفممكن ناخد تلاتة successors وكل واحد
+
+281
+00:19:49,410 --> 00:19:52,110
+من ال successors .. ال successors هدول أو الحلول
+
+282
+00:19:52,110 --> 00:19:55,830
+الممكنة هدول نعمللهم مجموعات successors هم نفسهم
+
+283
+00:19:55,830 --> 00:19:58,570
+كمان نعمللهم مجموعات successors فخليني أقول هذا
+
+284
+00:19:58,570 --> 00:20:01,030
+بدي أطلعله three successors هذا بدي أطلعله three
+
+285
+00:20:01,030 --> 00:20:04,650
+successors هذا three successors الأن صار عندي تسعة
+
+286
+00:20:04,650 --> 00:20:08,690
+التسعة هدول هنعيد نفس الكرة ثاني برضه بدي أطلع
+
+287
+00:20:08,690 --> 00:20:15,730
+منهم أفضل تلاتةthe best three successors، ممكن
+
+288
+00:20:15,730 --> 00:20:20,150
+تكون واحدة، تنتين، تلاتة، هدول التلاتة أصبحوا كأنه
+
+289
+00:20:20,150 --> 00:20:23,550
+تكرار لهدول، هم اللي مسموح اللي هم يعملوا
+
+290
+00:20:23,550 --> 00:20:27,600
+successorsهم اللي مسموحهم يكملوا يعملوا successors
+
+291
+00:20:27,600 --> 00:20:35,680
+عشان يطلعولي كمان تسعة التسعة هدول ال three منهم
+
+292
+00:20:35,680 --> 00:20:40,280
+افضل تلاتة منهم برضه بنكمل نعملهم successors فبيضل
+
+293
+00:20:40,280 --> 00:20:44,200
+عندى هنا ال three ال French تبعتها مش هتكون كتير
+
+294
+00:20:44,200 --> 00:20:47,460
+كبيرة انا عارف انه تلاتة تسعة تلاتة تسعة تلاتة
+
+295
+00:20:47,460 --> 00:20:53,450
+تسعة محكومةتلاتة تسعة فهذه بتجلل طبعا المثال اللي
+
+296
+00:20:53,450 --> 00:20:56,890
+عندنا تلاتة تسعة بس ممكن انتوا تاخدوه K تغيروه
+
+297
+00:20:56,890 --> 00:20:59,650
+تقولوه أربعة تقولوه مثلا maximum يكون خمسة maximum
+
+298
+00:20:59,650 --> 00:21:05,290
+يكون نقطين حسب جداش صعوبة ال problem نفسها حسب
+
+299
+00:21:05,290 --> 00:21:10,400
+صعوبة ال problem نفسها فهذه برضهممكن تكون بهذا
+
+300
+00:21:10,400 --> 00:21:16,760
+الشكل قد نشتغل على فكرة انه والله the best three
+
+301
+00:21:16,760 --> 00:21:22,060
+successors او نعملها randomization نعملها
+
+302
+00:21:22,060 --> 00:21:27,180
+randomization بمعنى انه صار عنده تسعة بشكل random
+
+303
+00:21:27,180 --> 00:21:31,340
+اللي نختار تلاتة منهم وخلاص هنختار منهم تلاتة
+
+304
+00:21:32,700 --> 00:21:36,660
+التلاتة هدولة الفكرة في عملية ال randomization ان
+
+305
+00:21:36,660 --> 00:21:41,680
+هي بشكل او باخر بتطلعني من فكرة ال local .. ال
+
+306
+00:21:41,680 --> 00:21:46,260
+local optimal سواء maximum او minimum .. كويس؟
+
+307
+00:21:46,260 --> 00:21:49,960
+فناس كتير بفضله ان هي randomization okay باخد شوية
+
+308
+00:21:49,960 --> 00:21:54,010
+iterations اكتر بس ..دائما او خليني اقول في معظم
+
+309
+00:21:54,010 --> 00:21:58,010
+الأحوال بتوصلني ل global بتوصلني ل global بتخلينيش
+
+310
+00:21:58,010 --> 00:22:02,170
+انا احكم ورا the best three او the best two
+
+311
+00:22:02,170 --> 00:22:06,470
+successors و اللي ممكن يكونوا local مش global فهذه
+
+312
+00:22:06,470 --> 00:22:13,070
+الفكرة بشكل أساسي تمام الان بنكون خلصنا الجزئية
+
+313
+00:22:13,070 --> 00:22:16,420
+اللي كانت متبقية لنا في ال informedSearch عشان
+
+314
+00:22:16,420 --> 00:22:21,900
+نروح لـ Game Playing و اللي هنتكلم فيها عن فكرة ال
+
+315
+00:22:21,900 --> 00:22:25,380
+games بشكل أساسي أمتى بدأت و هي .. يعني إيش اللي
+
+316
+00:22:25,380 --> 00:22:28,840
+اختلف فيها؟ يعني ليش في موضوع لحاله اسمه games؟
+
+317
+00:22:28,840 --> 00:22:31,860
+ليش ماخدناه مع ال search التاني و خلصناه؟ هنشوف
+
+318
+00:22:31,860 --> 00:22:35,440
+إيش الفكرة فيه؟ هنروح لل algorithm اللي بيشتغلوا
+
+319
+00:22:35,440 --> 00:22:39,580
+فيه ال adversarial search ال adversarial search أو
+
+320
+00:22:39,580 --> 00:22:45,570
+بحث الخصومة adversarial بمعنى خصمالخصم، ليش؟ لأن
+
+321
+00:22:45,570 --> 00:22:49,730
+في ال games فيه خصم، أنا بلعبش لحالي، هي مش زي ال
+
+322
+00:22:49,730 --> 00:22:52,970
+it puzzle اللي حكينا عنها، هي مش زي الألعاب اللي
+
+323
+00:22:52,970 --> 00:22:56,670
+بتكون فردية، إيش في مثلا الألعاب ال solitaire و ما
+
+324
+00:22:56,670 --> 00:22:58,770
+ال solitaire اللي بتكون موجودة مع ال .. هذه كلها
+
+325
+00:22:58,770 --> 00:23:02,390
+فردية، لأ احنا هنا أو ال free cell و الحاجات زي
+
+326
+00:23:02,390 --> 00:23:06,210
+هذه، هذه بتكون toy أحيانا بيسموها باعتبار أنه هذه
+
+327
+00:23:06,210 --> 00:23:09,110
+فردي، لأ احنا متكلمين هنا عن games فيها اتنين
+
+328
+00:23:09,110 --> 00:23:13,220
+بيلعبوا جبال بعض، بمعنىبدنا ناخد بالنا إنه لأ أنا
+
+329
+00:23:13,220 --> 00:23:16,780
+هعمل خطة بس اللي قدامي هو معنى برضه يخرّبلي الخطة
+
+330
+00:23:17,370 --> 00:23:20,830
+هو معنى إنه بيخرّبلي الخطة فال adversarial search
+
+331
+00:23:20,830 --> 00:23:25,070
+بشكل أساسي هنتعامل مع ال minimax decision ثم
+
+332
+00:23:25,070 --> 00:23:27,430
+هنتكلم عن ال browning و هنفهم ليش أنا محتاج أعمل
+
+333
+00:23:27,430 --> 00:23:30,850
+browning تقليم ال browning زي تقليم الشجرة و احنا
+
+334
+00:23:30,850 --> 00:23:33,970
+فعلا بنتعامل مع ال tree مش هيك فال tree يعني
+
+335
+00:23:33,970 --> 00:23:37,490
+الكلمة الأنسب إلها عشان أجزجصها إن أتكلم أقول
+
+336
+00:23:37,490 --> 00:23:41,490
+تقليم عملية التقليم طيب مبدأيا ال games هذه
+
+337
+00:23:41,490 --> 00:23:47,610
+mathematically بدأت ك branch لل economicsللاقتصاد
+
+338
+00:23:47,610 --> 00:23:51,910
+أول ما بدأت بدأت ضمن ال economics ليش؟ لأنها فعليا
+
+339
+00:23:51,910 --> 00:23:55,170
+بتتعامل مع multi agent احنا فيه عندى وكالاء
+
+340
+00:23:55,170 --> 00:24:01,500
+مختلفين ومتعددينشركات متعددة، ناس بتنافس بعض في
+
+341
+00:24:01,500 --> 00:24:08,140
+السوق، فيمكن البيئة هذه كانت مناسبة لحلول حاجة
+
+342
+00:24:08,140 --> 00:24:11,060
+اللي علاقة بال games، اللي علاقة بال games فبدأت
+
+343
+00:24:11,060 --> 00:24:15,840
+فكرة ال games واللي الحقيقة كان واضح جدا أن هذه
+
+344
+00:24:15,840 --> 00:24:19,840
+بتتأثر بشكل كبير كل واحد من ال agent بالتانيسواء
+
+345
+00:24:19,840 --> 00:24:24,400
+.. و .. و .. يعني خلّيني أقول بتأثره بشكل واضح،
+
+346
+00:24:24,400 --> 00:24:27,340
+significant effect، significant effect هذه مش
+
+347
+00:24:27,340 --> 00:24:30,720
+مضرورة أن نكون خصومة زي ما احنا فاهمينها، لأ هي
+
+348
+00:24:30,720 --> 00:24:34,640
+ممكن يكون بغض النظر أنه والله يمكن بيأثر عليها ك
+
+349
+00:24:34,640 --> 00:24:38,960
+cooperative بشكل تعاوني، أنه ممكن نتعاون شركتين مع
+
+350
+00:24:38,960 --> 00:24:44,650
+بعض ويرفعوا مع بعضأو competitive تنافسي تنافسي
+
+351
+00:24:44,650 --> 00:24:49,430
+فإذا حتى فكرة الشغل في ال games قد تكون فيها
+
+352
+00:24:49,430 --> 00:24:53,650
+تعاونية أحيانا بالضبط زي الناس اللي بلعبوا مع بعض
+
+353
+00:24:53,650 --> 00:24:57,330
+في ال games في ألعاب مثلا إيش بيسموها؟ زي الشدة
+
+354
+00:24:57,330 --> 00:24:59,930
+أحيانا ممكن يكونوا اتنين شرايك أو حاجة زي هيك
+
+355
+00:24:59,930 --> 00:25:04,410
+فهدولة بيكون في تعاونية بينهم وتنافسية مع الأطراف
+
+356
+00:25:04,410 --> 00:25:10,470
+الأخرى فإذا في فكرة مختلفة عن اللي كنا نحكي سابقا
+
+357
+00:25:10,700 --> 00:25:14,500
+هنا في اشي واضح انه لازم ناخد بالنا منه كويس هذا
+
+358
+00:25:14,500 --> 00:25:19,080
+كله لازم ناخد بالنا منه في حل اي مشكلة وهذا واضح
+
+359
+00:25:19,080 --> 00:25:22,380
+انه بيخلي اي مشكلة عندى very hard to be solved
+
+360
+00:25:22,380 --> 00:25:25,560
+traditionally زي الطرق اللي احنا أخدناها بشكل
+
+361
+00:25:25,560 --> 00:25:29,760
+تقليدي لأ هنروح لل adversarial search اللي هي ان
+
+362
+00:25:29,760 --> 00:25:36,040
+اي player wins اكيد اكيد اكيد في واحد في المقابل
+
+363
+00:25:37,190 --> 00:25:41,430
+loser أكيد مدام فيه فائز معناته لازم فيه خسرا
+
+364
+00:25:41,430 --> 00:25:46,450
+فالفكرة بتعتمد بشكل أساسي انا كيف ممكن أزود فرص
+
+365
+00:25:46,450 --> 00:25:51,210
+فوزي و الطرف الآخر او لو انا بدي احط حالي مكان
+
+366
+00:25:51,210 --> 00:25:56,970
+الطرف الآخر لأ انا بدي اقلل فرص فوز الشخص الآخر او
+
+367
+00:25:56,970 --> 00:26:03,150
+الخصم اذا قللت فرص فوزه معناته انا بجربه للخسارة
+
+368
+00:26:03,150 --> 00:26:07,230
+مجرد انه خسر معناته انا فوزتهذه الفكرة مجرد ان هو
+
+369
+00:26:07,230 --> 00:26:10,350
+فزت معناته انا .. هو خسر معناته انا فزت فهي
+
+370
+00:26:10,350 --> 00:26:14,170
+المنطقية مش بالضروري ان انا بدي افوز حالي بس لأ هي
+
+371
+00:26:14,170 --> 00:26:18,120
+ممكن تأخذ استراتيجيا بشكل مختلفكيف انا ممكن اخسر
+
+372
+00:26:18,120 --> 00:26:23,220
+اللي قدامي لأن هذا معنى ان انا فوزت تمام ال game
+
+373
+00:26:23,220 --> 00:26:28,260
+three بتعتمد على two player مش على واحد فبدوا يكون
+
+374
+00:26:28,260 --> 00:26:34,500
+فيه دورين فيه level ل X و level ل O لو بنتكلم عن X
+
+375
+00:26:34,500 --> 00:26:37,920
+O مثلا بدوا يكون في هذا level و هذا level و بنعمل
+
+376
+00:26:37,920 --> 00:26:40,420
+بناء عليها ال three اما ال three مش انا بجيّرها
+
+377
+00:26:40,420 --> 00:26:43,900
+لحالي ان والله انا بعملها كلها لأ اكيد لأ هتكون
+
+378
+00:26:43,900 --> 00:26:48,580
+طبعا deterministicبشكل محسوب، بدنا نعرف كيف بدنا
+
+379
+00:26:48,580 --> 00:26:53,680
+نحسبها، turns أدوار، أنا مش هاخد كل لتري على
+
+380
+00:26:53,680 --> 00:26:56,880
+حسابي، لأ بد يكون فيه دور هنا و دور هنا، دور هنا و
+
+381
+00:26:56,880 --> 00:27:01,100
+دور هنا، كويس ال initial state أكيد، هنبدأ من وين؟
+
+382
+00:27:01,100 --> 00:27:03,760
+حكينا عنها سابقا، ال action أو ال actions
+
+383
+00:27:03,760 --> 00:27:08,640
+function، ال action اللي هو من دور لدور، من level
+
+384
+00:27:08,640 --> 00:27:12,600
+ل level، من depth ل depth، كويسو اللي هي دي طبعا
+
+385
+00:27:12,600 --> 00:27:17,380
+حيصير هيتخللها turns أدوار أنا مش هضلني لعبتين ورا
+
+386
+00:27:17,380 --> 00:27:22,020
+بعض كويس عشان يوصلني في الآخر ل ال result ال
+
+387
+00:27:22,020 --> 00:27:25,200
+function اللي بنشطل عليها طيب لو أخدنا مثلا مثل ال
+
+388
+00:27:25,200 --> 00:27:29,400
+tic tac toy اللي هي ال XO ان انتوا بتعرفوا XO ال
+
+389
+00:27:29,400 --> 00:27:35,920
+XO لما بدي أقول كلالـ leaves تبعتها، بدي أبداها من
+
+390
+00:27:35,920 --> 00:27:41,540
+ال route من الأول و أكمل لها كل ال leaves تبعونها،
+
+391
+00:27:41,540 --> 00:27:46,540
+هدول ال leaves حقيقة هي الحلول الممكنةسواء انا
+
+392
+00:27:46,540 --> 00:27:50,420
+خسران او متعادل او فائز اما هو في النهاية هذه
+
+393
+00:27:50,420 --> 00:27:53,280
+الاحتمالات او ال possibilities الممكنة تنتهي فيها
+
+394
+00:27:53,280 --> 00:27:57,320
+اللعبة جدش عددهم لان هدولة بدنا نصلهم بدنا نكمل ال
+
+395
+00:27:57,320 --> 00:28:01,320
+tree بتاعتنا نعمل expanding بشكل كامل عشان امسكهم
+
+396
+00:28:01,320 --> 00:28:04,780
+واحدة واحدة اللي في أولى هدى بدى اقيمها انا فوزت
+
+397
+00:28:04,780 --> 00:28:07,700
+ولا خسرت اذا فوزت بحطلها رمز معين اذا خسرت رمز
+
+398
+00:28:07,700 --> 00:28:11,080
+معين اذا اتعددت رمز معين ممكن احطلها مثلا واحد
+
+399
+00:28:11,080 --> 00:28:15,170
+سالب واحد صفر نفترضطيب التاني اللي في التاني
+
+400
+00:28:15,170 --> 00:28:21,570
+التالت الرابع الخامس جدش عددهم عددهم فعليا هابدأ
+
+401
+00:28:21,570 --> 00:28:26,370
+في الحالة الأولى و هدولة أكم successor إلها يعني
+
+402
+00:28:26,370 --> 00:28:31,290
+لما أبدأ و لسه الخنات عندي zeros مافيش .. ماحدش
+
+403
+00:28:31,290 --> 00:28:35,310
+كتب حاجة هيكون عندي تسعة مبدئيا هنا طيب بعد هيك كل
+
+404
+00:28:35,310 --> 00:28:40,040
+واحد منهم جدش هيكون إلهتمانية بالظبط طب و بعد هيك
+
+405
+00:28:40,040 --> 00:28:43,780
+سبعة و هنا طبعا نفس الكلام تمانية و نفس الفكرة
+
+406
+00:28:43,780 --> 00:28:47,820
+هتبدأ تنتشر فإذا أنا واضح بتكلم عن تسعة في تمانية
+
+407
+00:28:47,820 --> 00:28:52,300
+في سبعة في ستة مضروب التسعة فبتكلم عن ال nine
+
+408
+00:28:52,300 --> 00:28:56,920
+factorialفإذا ال 9 factorial هو عدد ال terminal
+
+409
+00:28:56,920 --> 00:29:01,320
+nodes أو ال leaves ال leaves بتاعنا و واضح هيكون
+
+410
+00:29:01,320 --> 00:29:05,560
+رقم مش قليل يعني حوالي تلاتمية اتنين و ستين الف و
+
+411
+00:29:05,560 --> 00:29:10,680
+تمانية و تمانين leaves تمام لكن في المقابل على ال
+
+412
+00:29:10,680 --> 00:29:15,930
+chessإيش الوضع؟ لأ الوضع على شطرانش في لعبة شطرانش
+
+413
+00:29:15,930 --> 00:29:21,290
+ممكن أحتاج ل 10 to the power of 40 nodes ضخمة جدا
+
+414
+00:29:21,290 --> 00:29:27,490
+كبيرة جدا فإذا لأ في بعض الألعاب في عندى إشكالية
+
+415
+00:29:27,490 --> 00:29:31,990
+لازم أفكرلها بستراتيجية أكثر وضوحا و أخفحملا على
+
+416
+00:29:31,990 --> 00:29:35,610
+في ال times و ال space على ال time complexity و ال
+
+417
+00:29:35,610 --> 00:29:38,370
+space complexity هنشوف خلال الشغل تبعنا وهذا اللي
+
+418
+00:29:38,370 --> 00:29:42,750
+هتاخدنا إليه فكرة ال brawning ال alpha beta
+
+419
+00:29:42,750 --> 00:29:46,730
+brawning طيب هاي بالشكل أساسي ال tic tac toy و
+
+420
+00:29:46,730 --> 00:29:52,130
+اللي رسمناها هنا هيكون فيه نبدأ بال max أو اللي ..
+
+421
+00:29:52,130 --> 00:29:55,410
+اللي بدي أعمله maximization على اعتبار أنه أنا x
+
+422
+00:29:56,020 --> 00:29:58,900
+على اعتبار ان احنا X فمعنا ذلك انا بدي احاول اعمل
+
+423
+00:29:58,900 --> 00:30:03,980
+maximization طيب لما ييجي دور O هو بيحاول يعمل لي
+
+424
+00:30:03,980 --> 00:30:08,180
+minimization بيعمل اليه minimization فهو بلعب بحيث
+
+425
+00:30:08,180 --> 00:30:13,240
+انه يعمل minimum اليه فصارت minimum من خلال ال O
+
+426
+00:30:13,240 --> 00:30:16,980
+فصارت دور هنا لل O عشان يسلمني بعدين اللعبة انا
+
+427
+00:30:16,980 --> 00:30:22,570
+ألعب ارجع maxبدي أعمل maximization ل X كويس و بهذا
+
+428
+00:30:22,570 --> 00:30:25,970
+الشكل لعند ما نصل في النهاية للحالة بتاعتنا عشان
+
+429
+00:30:25,970 --> 00:30:32,110
+نقول والله هنا ال O هو اللي فاز ف سالب واحد بالظبط
+
+430
+00:30:32,110 --> 00:30:35,130
+معناته X اللي هو أنا خسرت أنا خسرت فال utility
+
+431
+00:30:35,130 --> 00:30:40,810
+تبعتي واضح أنه أنا كمصلحة أنا خسرت المصلحة تبعتي ك
+
+432
+00:30:40,810 --> 00:30:45,190
+utility أنا خسران طيب هنا تعادل فصفر هنا لأ أنا
+
+433
+00:30:45,190 --> 00:30:51,430
+فزتplus one و بنكمل طبعا لكل زي ما قلنا لحوالي
+
+434
+00:30:51,430 --> 00:30:53,870
+جدرس ات مية و اتنين و تمانين الف و تمانين و اتنين
+
+435
+00:30:53,870 --> 00:30:57,870
+و تمانين حاجة زي هي تمام فهذه ال tree ككل لكن انها
+
+436
+00:30:57,870 --> 00:31:02,510
+كنت ابحث فيها كلها صعبةكويس لو أخدنا مثال بسيط
+
+437
+00:31:02,510 --> 00:31:06,090
+أصغر عساس ان نوضح القيم اللي تحته طبعا هنا شوفنا
+
+438
+00:31:06,090 --> 00:31:10,350
+حطينا توي واحد سالب واحد صفر يعني بنقدر نحط القيم
+
+439
+00:31:10,350 --> 00:31:16,590
+القيم هذه اللي هي ال possibility to win جداش فرص
+
+440
+00:31:16,590 --> 00:31:19,850
+الفوز .. جداش فرص الفوز فلو قلنا ال tree بهذا
+
+441
+00:31:19,850 --> 00:31:23,810
+الشكل عشان نوضح بس الأول strategy اللي هي ال
+
+442
+00:31:23,810 --> 00:31:30,300
+minimax بهذا الشكل اللي احنا شايفينهحاجة أقول هعمل
+
+443
+00:31:30,300 --> 00:31:34,170
+أول شغلة الخطوة الأولى expandingعملنا كل ال
+
+444
+00:31:34,170 --> 00:31:38,790
+expanding ..عملت code ..ال code هذا قلتله حط جميع
+
+445
+00:31:38,790 --> 00:31:41,650
+الاحتمالات في البداية أن ال X تكون في أي خانة من
+
+446
+00:31:41,650 --> 00:31:45,170
+التسعة خانات .. بعدين امسك للخانة الأولى و افترض
+
+447
+00:31:45,170 --> 00:31:49,730
+انه .. اه افترض انه O حطها في التمانية المتبقين ..
+
+448
+00:31:49,730 --> 00:31:53,190
+فاعمللي التمانية ..طيب انقلي على ال X التانية و
+
+449
+00:31:53,190 --> 00:31:55,070
+اعملي التمانية تعاونها ..و التمانية التالتة و
+
+450
+00:31:55,070 --> 00:31:57,910
+الرابعة و الخمسة و التسعة ..طيب ارجع امسكلي اياهم
+
+451
+00:31:57,910 --> 00:32:01,690
+..الكمبيوتر المفروض هو اللي بدو يشتغل ..لما يعملي
+
+452
+00:32:01,690 --> 00:32:06,330
+expanding كاملةكما عملنا ال expanding، طلعنا كل ال
+
+453
+00:32:06,330 --> 00:32:09,590
+expanding، باش بعمل evaluation تحت، زي ما توقيتنا
+
+454
+00:32:09,590 --> 00:32:14,670
+بكل بساطة نعمل evaluationمرحليا هنا بقدر اقول انه
+
+455
+00:32:14,670 --> 00:32:18,990
+لو بديش اكمل للاخر هذا الطريق بيوصلني لجداش
+
+456
+00:32:18,990 --> 00:32:22,890
+احتمالية عدد فوز، عدد مرات فوز، هنقول لو كملت فيه،
+
+457
+00:32:22,890 --> 00:32:26,270
+في عندي تلت فرص فوز، فبقول الله اللي عندي الآن هو
+
+458
+00:32:26,270 --> 00:32:31,590
+تلت فرص فوز، هذا ممكن يوصلني لتلت فرص فوز، هذه
+
+459
+00:32:31,590 --> 00:32:35,530
+ممكن توصلني لاتناشر فرصة، هذه بتعملي تمت فرص، هذه
+
+460
+00:32:35,530 --> 00:32:39,230
+اتنين، اربع، ستة، اربع تاشر، خمسة، اتنين، فإذا
+
+461
+00:32:39,230 --> 00:32:46,110
+expanding evaluationطيب، الآن الخطوة اللي وراها ..
+
+462
+00:32:46,110 --> 00:32:48,430
+أنا مش هحاول ألعب الألعاب هذه كلها، يعني الكمبيوتر
+
+463
+00:32:48,430 --> 00:32:50,990
+مش هيلعب كل .. كل الألعاب مرة واحدة، بده يختار
+
+464
+00:32:50,990 --> 00:32:55,690
+أفضل واحد فيهم، فالآن عملية اختيار ال .. ال .. the
+
+465
+00:32:55,690 --> 00:33:01,210
+best path، أفضل path من كل اللي موجود عنده ..
+
+466
+00:33:01,210 --> 00:33:07,580
+عنده، هنقول الآن هذه max فأنا أسهم للأعلىمعناته
+
+467
+00:33:07,580 --> 00:33:11,920
+اللعبة إليه أو اللعبة maximization بدنا نحاول نعظم
+
+468
+00:33:11,920 --> 00:33:17,080
+فرص فوزها السهم للأسفل minimize أو كأنه لو أنا بدي
+
+469
+00:33:17,080 --> 00:33:26,400
+ألعب هنا المفروض أخسر تمام هنا max الفرص هنا للفوز
+
+470
+00:33:26,400 --> 00:33:33,150
+تمام الآن بكل بساطة لما أجي أنا موجود هناو أجى
+
+471
+00:33:33,150 --> 00:33:40,310
+ألاج أن الطريق هذا ال action بي واحد بيعطي ال X
+
+472
+00:33:40,310 --> 00:33:44,710
+أنا هنا فانا بدى أتعامل بمنطق أن أنا O أنا ال O
+
+473
+00:33:44,710 --> 00:33:51,050
+هنا في مجال ل 3 فرص فوز هنا في مجال ل 12 فرصة هنا
+
+474
+00:33:51,050 --> 00:33:58,180
+في مجال ل 8 فرص إيش بدى أعطيه؟أكيد مش هيك أكيد مش
+
+475
+00:33:58,180 --> 00:34:02,520
+هختارله اتناشر فرصة فوز أبدا إذا أنا فاهم اللعبة
+
+476
+00:34:02,520 --> 00:34:06,240
+كويس وما .. زي ما أقول ماصارش فيه هفوة لأ المنطق
+
+477
+00:34:06,240 --> 00:34:13,700
+جدا أني أقول تلاتة أنا بقدر أقول أو الخاصم إذا كان
+
+478
+00:34:13,700 --> 00:34:18,520
+أنا .. أنا ال max الخاصم هيكون مجبور يعطيني تلاتة
+
+479
+00:34:18,520 --> 00:34:22,890
+تلاتة فرص فوزمش هيعطيني ال 12 لإن أنا بدأ احترم أن
+
+480
+00:34:22,890 --> 00:34:26,110
+هو فاهم اللعب، بفهم اللعب طيب مبدئيا الكلام ده
+
+481
+00:34:26,110 --> 00:34:30,910
+منطقي في ال branch ده خلصناه طيب هنا اتنين اكيد
+
+482
+00:34:30,910 --> 00:34:36,970
+اكيد هنا هيكون اتنين طيب هنا برضه اتنين طيب الآن
+
+483
+00:34:36,970 --> 00:34:40,470
+كويس، هلان أنا اللي بدي ألعب، أنا اللي بدي أفوز؟
+
+484
+00:34:40,940 --> 00:34:46,500
+هذا ال branch ال action A1 في مجال يعطيني تلت ..
+
+485
+00:34:46,500 --> 00:34:50,500
+يعطيني انا تلت فرص فوز هذا في مجال يعطيني فرص
+
+486
+00:34:50,500 --> 00:34:55,500
+تنفوز هنا فرص تنفوز ايش لازم اختار؟ التلاتة لأنه
+
+487
+00:34:55,500 --> 00:35:00,100
+الان ال max فالان ال max بيختار الأعلى ال min
+
+488
+00:35:00,100 --> 00:35:05,420
+الأقل .. الأقل لأنه بتعامل مع فرص الفوز ان هي تحت
+
+489
+00:35:05,420 --> 00:35:10,550
+المنافسأما ال max بتعامل مع فرص الفوز أن هى تبعتي
+
+490
+00:35:10,550 --> 00:35:16,290
+فبدى أعظمها هناك لأ بده يجللها تمام فإذا مبدأيا
+
+491
+00:35:16,290 --> 00:35:21,350
+بقدر أقول أن حسب المثال اللى قدامنا هذا فى عندى
+
+492
+00:35:21,350 --> 00:35:26,190
+تلت فرص فوز تلت فرص فوز هى ال path ال optimal path
+
+493
+00:35:26,190 --> 00:35:33,590
+تبعهم فإذا كل المطلوب منى أنى ألعب ال a واحد ال
+
+494
+00:35:33,590 --> 00:35:39,060
+action a واحدأعمل الخطوة اي واحد بكون ضامن ان هو
+
+495
+00:35:39,060 --> 00:35:44,180
+مجبور يلعب لي بيه واحد والله اذا هو سهي ومااخدش
+
+496
+00:35:44,180 --> 00:35:48,520
+باله لعبلي اي واحدة تانية خير وبركة بالعكس احسن
+
+497
+00:35:48,520 --> 00:35:51,860
+واحسن كمان بس احنا بنشتغل دايما انه لأ انا محترم
+
+498
+00:35:51,860 --> 00:35:55,700
+شغله وبشتغل دايما ع ال worst case ال worst case ان
+
+499
+00:35:55,700 --> 00:35:59,620
+هو دايما هيكون مصح صح المنافس تبعي دايما صاحي ليه
+
+500
+00:35:59,620 --> 00:36:05,480
+و هيلعب ضدي بالتبط مش حاسه يعنيهذا هيك المفترض
+
+501
+00:36:05,480 --> 00:36:09,400
+يعني، okay فإذا هاي الخطوات expanding لكل ال
+
+502
+00:36:09,400 --> 00:36:13,560
+search space، بعدين evaluation لها، بعدين بنختار
+
+503
+00:36:13,560 --> 00:36:17,720
+selection the best path، بنختار selection مرحليا،
+
+504
+00:36:17,720 --> 00:36:22,600
+بمعنى من ال level الأقل، و باخد منهم أفضل واحد،
+
+505
+00:36:22,600 --> 00:36:25,340
+طبعا مفهوم كلمة أفضل واحد لازم ناخد بالنا، أنا
+
+506
+00:36:25,340 --> 00:36:29,750
+mini ولا max؟إذا mini أفضل واحد هو الأقل إذا max
+
+507
+00:36:29,750 --> 00:36:34,330
+أفضل واحد هو الأعلى تمام فهيها بكل بساطة بهذا
+
+508
+00:36:34,330 --> 00:36:37,170
+الشكل عشان بعدين نرجع نعمل propagation أو back
+
+509
+00:36:37,170 --> 00:36:41,250
+propagation عكسي نطلع من الأرقام من تحت و نطلع على
+
+510
+00:36:41,250 --> 00:36:47,870
+فوق عشان نحدد جديش الفرص في بداية اللعبة و أمشي مع
+
+511
+00:36:47,870 --> 00:36:52,570
+أفضل فرص ممكنة فهي الأربع خطوات الأساسيين لل games
+
+512
+00:36:55,190 --> 00:36:58,630
+واللي هنحللهم ببساطة هنقول والله completeness اه
+
+513
+00:36:58,630 --> 00:37:01,330
+هي completeness لأنه فعليا انا بده يكمل انا في
+
+514
+00:37:01,330 --> 00:37:06,510
+النهاية موجود ضمن ال tree سواء الفرص كتيرة ولا
+
+515
+00:37:06,510 --> 00:37:10,330
+جليلة انا ماعنديش يعني رقم محدد اقول والله لازم
+
+516
+00:37:10,330 --> 00:37:12,950
+الفرص تكون مية او فرص تكون عشر عشان اقول هي
+
+517
+00:37:12,950 --> 00:37:16,990
+optimal المهم ان انا بصل لأفضل فرص ممكنة طبعا
+
+518
+00:37:16,990 --> 00:37:21,070
+بتعتمد على كتير أشياء على اللعبة نفسها او ال game
+
+519
+00:37:21,070 --> 00:37:25,640
+نفسه بتعتمد علىال initialization أو ال initial
+
+520
+00:37:25,640 --> 00:37:29,840
+state ال start state الشي بالظبط كانت اللي أنا
+
+521
+00:37:29,840 --> 00:37:33,780
+هنطلق منها أكمل باقي اللعبة تمام optimal أكيد
+
+522
+00:37:33,780 --> 00:37:39,340
+هتكون optimal في ظل الخصم أو في ظل المنافس في ظل
+
+523
+00:37:39,340 --> 00:37:44,500
+إنه فعلا في وجود منافس فهتكون أفضل ما يمكن كحال
+
+524
+00:37:44,500 --> 00:37:47,800
+طيب ال time complexity ك time complexity إن أنا
+
+525
+00:37:47,800 --> 00:37:53,630
+مضطر إيش أشتغل أشتغل على كل ..لتري فإذا بتعمل مع
+
+526
+00:37:53,630 --> 00:37:57,430
+ال branching to the bar ال maximum depth ال
+
+527
+00:37:57,430 --> 00:38:01,370
+branching to the bar ال maximum depth كويس بالنسبة
+
+528
+00:38:01,370 --> 00:38:06,630
+لا ل space لا ل space لأ احنا دايما بنختارfirst ..
+
+529
+00:38:06,630 --> 00:38:12,050
+ال .. ال .. the optimal path فقط اللي هو ال depth
+
+530
+00:38:12,050 --> 00:38:16,290
+search نشتغل على ال depth first search كويس طيب
+
+531
+00:38:16,290 --> 00:38:19,370
+الكلام هذا مبدئي لو بدنا نطبقه على المشكلة الكبرى
+
+532
+00:38:19,370 --> 00:38:24,200
+خليني أقول ال tic tac toy يعني مبلوع و مقبولةبشكل
+
+533
+00:38:24,200 --> 00:38:27,820
+أو باخر هي مقبولة إذا بدأ أعمل branching كامل لكن
+
+534
+00:38:27,820 --> 00:38:32,740
+بالنسبة لحقيقة الشطرنج الموضوع صعب ليش؟ لأنه ال
+
+535
+00:38:32,740 --> 00:38:37,860
+branching حوالي 35 متوسط .. متوسط إذا بتلعبوا
+
+536
+00:38:37,860 --> 00:38:42,580
+شطرنج عارفين أنه مبدئيافي الشطرنج فى عندكم بس
+
+537
+00:38:42,580 --> 00:38:46,040
+للجنود فى الأول إذا أنا ببدأ فى ال .. فى ال start
+
+538
+00:38:46,040 --> 00:38:49,860
+state مبدأيا فى لهم كل واحد أو مجموحهم 16
+
+539
+00:38:49,860 --> 00:38:56,100
+possibility بس بدنا نتكلم عن الحصان ورا بده يطلعله
+
+540
+00:38:56,100 --> 00:38:59,440
+حركة اتين حركة اتين هي كمان اربعة هي كمان اربعة
+
+541
+00:38:59,440 --> 00:39:04,320
+هدول صار عندى 16 اربعة هي عشرين successor لأول
+
+542
+00:39:04,320 --> 00:39:08,300
+state طبعا بمجرد ما بتحركوا ال successors بتزيد
+
+543
+00:39:09,250 --> 00:39:14,090
+لأنه ال .. ال .. الجنود او ال .. البيادق و الفيلة
+
+544
+00:39:14,090 --> 00:39:17,290
+و الحصان و الكل هذا بيصير فيه إمكانية انه يتحرك و
+
+545
+00:39:17,290 --> 00:39:20,610
+يلعب تخيلوا .. اذا انتوا بتبقى بالكم في اللعبة
+
+546
+00:39:20,610 --> 00:39:23,110
+تخيلوا مثلا الوزير
+
+547
+00:39:25,760 --> 00:39:28,720
+الكوين، هذا الكوين كيف بقدر يتحرك، هاي possibility
+
+548
+00:39:28,720 --> 00:39:32,000
+أولى، هاي تانية، هاي تالتة، هاي رابعة، هاي خمسة،
+
+549
+00:39:32,000 --> 00:39:36,220
+هاي ستة، هاي سابعة، هاي تمنا، ومش بس هيك، هادي
+
+550
+00:39:36,220 --> 00:39:40,360
+لحالها واحدة، هادي تنتين، هادي تلاتة، هادي أربعة،
+
+551
+00:39:40,360 --> 00:39:43,760
+فانتم تخيلين حجر واحد، قداش عدد ال successors
+
+552
+00:39:43,760 --> 00:39:48,880
+تعونه، فواضح ان ال branching عالي جدا لللعبة هذه،
+
+553
+00:39:48,880 --> 00:39:52,660
+كتير عاليجدا لهيك لعبة فانا لما بتكلم عن خمسة و
+
+554
+00:39:52,660 --> 00:39:56,280
+تلاتين الحقيقة هو متوسط يعني حتى رقم شوية متواضع
+
+555
+00:39:56,280 --> 00:40:02,820
+جدش عدد ال depth بمعنى جدش عدد النقالات الممكن
+
+556
+00:40:02,820 --> 00:40:06,280
+عشان تنتهي اللعبة يعني احنا كمان شوية اتوقع
+
+557
+00:40:06,280 --> 00:40:09,660
+متواضعين في احتياط المية يعني انا خمسين و الخصم
+
+558
+00:40:09,660 --> 00:40:12,440
+خمسين انا بدي ألعب خمسين نقلة و الخصم بدي يلعب
+
+559
+00:40:12,440 --> 00:40:16,360
+خمسين نقلة نسبية متواضعة الأرقام بس احنا هدا اللي
+
+560
+00:40:16,360 --> 00:40:19,080
+بتكلم رغم ان هي متواضعة لكن الحقيقة ال complex
+
+561
+00:40:19,080 --> 00:40:24,550
+بتاعتها كتير عاليةكتير عالية هي reasonable games
+
+562
+00:40:24,550 --> 00:40:28,970
+يعني هذا الكلام للعبة مقبولة اللي هي متوسطة
+
+563
+00:40:28,970 --> 00:40:32,690
+ماجولناش معقدة لسه ماجولناش ان الاتنين بلعبوا كويس
+
+564
+00:40:32,690 --> 00:40:36,650
+و طولت اللعبة معهم أكتر عجبني اني اقول مقبولة
+
+565
+00:40:36,650 --> 00:40:40,870
+معقولة كويس ولكن رغم ذلك الحل ال complete .. ان
+
+566
+00:40:40,870 --> 00:40:45,210
+يكونوا في completeness الحقيقة invisible غير معقول
+
+567
+00:40:45,210 --> 00:40:50,150
+في ظلالـ Time Complexity هذه تمام فإذا إيش الحل؟
+
+568
+00:40:50,150 --> 00:40:54,130
+إيش لازم نقدر نعمل؟ Pruning بدنا نشتغل على جزئية
+
+569
+00:40:54,130 --> 00:40:58,350
+الـ Pruning هذه الفكرة ببساطة إذا والله في عندي
+
+570
+00:40:58,350 --> 00:41:03,570
+successor بكل توابع في مجال أقول إن هذا مافيش داعي
+
+571
+00:41:03,570 --> 00:41:10,710
+إله و أعمله Pruning بيكون ريحني من حاجة طيب كمان
+
+572
+00:41:10,710 --> 00:41:15,330
+successor تاني أجي أطلع على إمكانية إنه هل هيعطيني
+
+573
+00:41:15,330 --> 00:41:20,490
+أحسنفبصير بده شوية logic إذا والله ال successor
+
+574
+00:41:20,490 --> 00:41:24,630
+هذا ممكن يعطيني أحسن من اللي أنا موجود فيه ولا لأ
+
+575
+00:41:24,630 --> 00:41:29,050
+طبعا كلنا عارفين إنه بالنسبة لل deep search أنا
+
+576
+00:41:29,050 --> 00:41:33,630
+فيه عندي حل مسبقا أنا ببدأ بحل أساسا و بعدين بصير
+
+577
+00:41:33,630 --> 00:41:39,110
+أقارن فيه طيب جبل ما أبدأ أقارن و أخد ال path كامل
+
+578
+00:41:39,810 --> 00:41:43,710
+عند نقطة معينة هل هذا ال path فيه منه رجع زي ما
+
+579
+00:41:43,710 --> 00:41:48,150
+بيقوله؟ في خير أنه أكمل فيه؟ في شواهد هتقول ليه
+
+580
+00:41:48,150 --> 00:41:52,350
+أنه لأ مافيش مجال اتكمل فيه فوقف خلاص مافيش داعي
+
+581
+00:41:52,350 --> 00:41:55,930
+اتكملبشوف اللي وراه و اللي وراه و اللي وراه هذه
+
+582
+00:41:55,930 --> 00:42:00,130
+الجثة بنسميها brawning بشكل أساسي فهي الفكرة اللي
+
+583
+00:42:00,130 --> 00:42:05,810
+شرحناها بمعنى أنه بتوفر علي الوقت بتوفر علينا كتير
+
+584
+00:42:05,810 --> 00:42:09,630
+حقيقة مش بس بشكل بسيط فناخد المثال تبعته و نعمل
+
+585
+00:42:09,630 --> 00:42:12,770
+عملية ال brawning هذا و نشوف الكلام هذا كيف ممكن
+
+586
+00:42:12,770 --> 00:42:18,150
+يتحقق معانا عملية التوفير عشان نقدر والله نقول بعد
+
+587
+00:42:18,150 --> 00:42:21,050
+هيك اه والله صار عندي حسوب يقدر يلعب شطرنج
+
+588
+00:42:24,160 --> 00:42:29,880
+ببساطة هنبدأ من ال max و الآن بالنسبالي هقول أنه
+
+589
+00:42:29,880 --> 00:42:33,400
+مبدئيا انا لسه في بداية اللعبة مبدئيا في بداية
+
+590
+00:42:33,400 --> 00:42:38,100
+اللعبة عدق فرص خسارتي عالية جدا و انا لسه في
+
+591
+00:42:38,100 --> 00:42:41,540
+البداية مش عارف كيف بده يلعب اللي جبالي و فرص فوزي
+
+592
+00:42:41,540 --> 00:42:46,300
+برضه عالية جدا لعند ما نحط الأرقام الحقيقية و
+
+593
+00:42:46,300 --> 00:42:48,760
+الواقعية اللي بنان عليها بدنا نقول ال path هذه
+
+594
+00:42:48,760 --> 00:42:52,180
+أحسن أو الطريق هذه أحسن أو الطريق هذه أحسنتمام،
+
+595
+00:42:52,180 --> 00:42:56,680
+هنبدأ أول successor، أجينا شوفنا هذا ال successor
+
+596
+00:42:56,680 --> 00:42:59,960
+هي state في الآخر، يعني أنا لعبت حجر هنا مع حجر
+
+597
+00:42:59,960 --> 00:43:02,520
+هنا مع حجر هنا و جيت أطلعت على ال state هذه، لسه
+
+598
+00:43:02,520 --> 00:43:06,440
+موصلتش، يعني مابقدرش أعمل evaluation لأ، لما احنا
+
+599
+00:43:06,440 --> 00:43:10,360
+بنتكلم depth، احنا بنشتغل على ال depth، ليش على ال
+
+600
+00:43:10,360 --> 00:43:15,130
+depth؟ طيبعشان ال space .. عشان ال space .. يكون
+
+601
+00:43:15,130 --> 00:43:18,110
+في عندي منطقية أنه على الأقل وصلت لحل .. أجل ما
+
+602
+00:43:18,110 --> 00:43:21,710
+فيها يعني .. أنه يكون في عندي على الأقل حل .. كويس
+
+603
+00:43:21,710 --> 00:43:27,650
+.. أما إذا بدي أشتغل على ال breadth .. اللي هو
+
+604
+00:43:27,650 --> 00:43:31,880
+width level by level .. هتكون الأمور كتير صعبةلأنه
+
+605
+00:43:31,880 --> 00:43:37,920
+مضطر أتعامل مع كل ال nodes مخزنة صار غير ال time
+
+606
+00:43:37,920 --> 00:43:41,340
+complexity و الوقت اللي هستهلكه صار بال space كمان
+
+607
+00:43:41,340 --> 00:43:44,680
+أستهلكها و هذا صعب .. هذا كتير هتكون صعبة فلأ
+
+608
+00:43:44,680 --> 00:43:49,060
+خلينا نبدأ ال state هذي .. من ال state هذي إيش هو
+
+609
+00:43:49,060 --> 00:43:53,460
+ممكن يلعب؟ ممكن يلعب اللعبة هذي مثلا اللعبة هذي
+
+610
+00:43:53,460 --> 00:43:57,230
+بتعطيني تلت فرص فوزبعملها evaluation تلت فرص فوز
+
+611
+00:43:57,230 --> 00:44:01,890
+okay معناته الآن التلت فرص فوز هذه بالنسبالي
+
+612
+00:44:01,890 --> 00:44:07,230
+الطريق هذا بيعطيني تلت فرص فوز خلاص مش هيعطيني
+
+613
+00:44:07,230 --> 00:44:13,250
+أكتر من هيك طيب لكن في المقابل الخصم اللي ورايه
+
+614
+00:44:13,250 --> 00:44:16,990
+أخر بيقولك أنت على أي أساس افترضت أن أنا هعطيك تلت
+
+615
+00:44:16,990 --> 00:44:22,490
+فرص فوز لسه أنا اللعب عندى لأنه لسه في branching
+
+616
+00:44:22,490 --> 00:44:27,590
+أخرىقد ماعطيكاش التلات فرص فوزه عشان هيك لسه
+
+617
+00:44:27,590 --> 00:44:33,130
+ماثبتش جديش احتمالية او possibility لخسارتي لحظة
+
+618
+00:44:33,130 --> 00:44:38,590
+فإذا الطريقة ده هيعطيني possibility تلاتة للفوز
+
+619
+00:44:38,590 --> 00:44:44,910
+لكن خسارة مش في إيدي الخسارة عند الخصم لإن الدور
+
+620
+00:44:44,910 --> 00:44:51,250
+هذا اللعبة هذه ال turn هذا إله مش إلي لسه
+
+621
+00:44:51,250 --> 00:44:57,530
+فش best هنااه هى نفسها لأ احنا الان انسى كل
+
+622
+00:44:57,530 --> 00:45:00,990
+الأرقام احنا هنا رقم واقعى طلع معانا فعلا هى تلاتة
+
+623
+00:45:00,990 --> 00:45:05,590
+تلاتة هده طلع هنا هنا كويس التلاتة هدى مين اللى
+
+624
+00:45:05,590 --> 00:45:11,550
+بده يختار انه يوصلني اليها بي تمام بي مبدأيا لانه
+
+625
+00:45:11,550 --> 00:45:17,250
+لسه مش شايف هدول فمرحليا انا عندي تلت فرص فوز من
+
+626
+00:45:17,250 --> 00:45:23,690
+لعبة بي بس بي بيقولك انا لسه ماكملتش لعبةأحسنتي؟
+
+627
+00:45:23,690 --> 00:45:28,910
+لأ أجل قبل شوية كانت ثلاثة اتناش تمانين واخترنا
+
+628
+00:45:28,910 --> 00:45:32,410
+مين؟ اخترنا ثلاثة ليش؟ لأن هي أقل لـB أقل واحدة
+
+629
+00:45:32,410 --> 00:45:34,890
+فكيف بيديوا يعطيني أعلى؟ ما هو إذا بيه اخترت واحدة
+
+630
+00:45:34,890 --> 00:45:39,370
+تانية هتكون أعلى هتكون أ بيها خلينا نختارها هي جات
+
+631
+00:45:39,370 --> 00:45:42,970
+اتناش أعلى بالنسبة لإيه؟ أه تمام بالنسبة لإيه بس
+
+632
+00:45:42,970 --> 00:45:47,270
+الدور مش عند إيه؟ عند بيه؟ عند بيه الدور يعني okay
+
+633
+00:45:47,270 --> 00:45:51,630
+انت بتلعب ..ل بي .. ما احنا قاعدين بنقول الفرصة
+
+634
+00:45:51,630 --> 00:45:54,790
+عند بي .. بي هو صاحب القرار الآن .. انت لعبت
+
+635
+00:45:54,790 --> 00:45:57,990
+اللعبة .. صحيح بتكوني جوا قاعدة بتغلي .. و نفسك
+
+636
+00:45:57,990 --> 00:46:00,530
+يلعب حاجة تانية .. بس في النهاية مش في ايدك انت
+
+637
+00:46:00,530 --> 00:46:03,590
+تقوليله العب كذا .. اه .. اتمنى .. اه .. لأ احنا
+
+638
+00:46:03,590 --> 00:46:06,870
+الآن في دور تبع بي .. بي هو اللي بلعب .. فانا مضطر
+
+639
+00:46:06,870 --> 00:46:09,330
+اضلني اتبع و اطلع عليه إيش ميندو يلعب و أنا ساكت
+
+640
+00:46:09,330 --> 00:46:12,450
+.. مش قادر أعمل حاجة .. مبدئيا عشانك نرجع خطوة
+
+641
+00:46:12,450 --> 00:46:17,560
+لورا .. مبدئيا ..انا اللي عارفه انه هنا ضمانلي تلت
+
+642
+00:46:17,560 --> 00:46:27,000
+فرص فوز، قد تقل، بس مش هتزيد، صح؟ ليش؟ لأنه هذه
+
+643
+00:46:27,000 --> 00:46:33,140
+جايانة من الخاصممن الخاصم بمعنى إذا أنا بدى احترم
+
+644
+00:46:33,140 --> 00:46:38,520
+رأي الخاصم وإن هو فعلا بفهم في اللعبة ماتوقعش إذا
+
+645
+00:46:38,520 --> 00:46:43,300
+أعطيني أكتر من تلاتة حسب هدول قيمهم إذا قيمهم أعلى
+
+646
+00:46:43,300 --> 00:46:47,840
+مستحيل يختارهم إذا قيمهم أقل هيختارهم هتجل فإذا
+
+647
+00:46:47,840 --> 00:46:55,200
+هذه بالنسبالي ك maximum حتى اللحظة طيب 12 معناته
+
+648
+00:46:55,200 --> 00:46:58,020
+إيش حفظنا على التلاتة كويس لإنه مش هيروحلى ال 12
+
+649
+00:46:58,950 --> 00:47:01,530
+بالعكس و الله يا ريت إذا بيسهو و بيغلط و بيروح لل
+
+650
+00:47:01,530 --> 00:47:08,030
+12 بس أنا بحترم أنه لأ هو بيعرف يلعب و احنا بنشتغل
+
+651
+00:47:08,030 --> 00:47:11,470
+ال worst case مش كل شغلكوا ال worst case في
+
+652
+00:47:11,470 --> 00:47:14,310
+البرامج بتاعتكم طيب و احنا هي ال worst case تمام
+
+653
+00:47:14,310 --> 00:47:18,590
+لكن حتى الآن برضه ال minus infinity تبعته ما زالت
+
+654
+00:47:18,590 --> 00:47:25,710
+موجودة على أمل اللي هو أنه تجيني صفر هناإنه يكون
+
+655
+00:47:25,710 --> 00:47:28,650
+في عنده لعبة يسكرها عليا خلاص انت عمري ما هفوز
+
+656
+00:47:28,650 --> 00:47:36,430
+فإذا مازال هو منتظر ماعطاش قرار أنا مبدأيا بقول
+
+657
+00:47:36,430 --> 00:47:41,910
+انه okay على الأجل هاخد تلاتة على الأقل عفوا على
+
+658
+00:47:41,910 --> 00:47:46,190
+الأكثر هاخد تلاتة تمام على الأكثر هي عندي تلاتة
+
+659
+00:47:46,190 --> 00:47:51,940
+هنا لأ بده يكملأه بالنسبة لإيه هالوضع؟ أما احنا
+
+660
+00:47:51,940 --> 00:47:55,560
+الآن خلّينا في المستوى اللي تحت ..الآن هنبدأ نطلع
+
+661
+00:47:55,560 --> 00:47:59,820
+إدنا شوية بس نخلص الجزية ..إجتني تمانية ..هنا
+
+662
+00:47:59,820 --> 00:48:03,980
+تلاتة ممتازة ..الحمد لله لمجان أقل من تلاتة ..عشان
+
+663
+00:48:03,980 --> 00:48:09,540
+هو ينجبر يعطيني التلاتة ..فالآن هينجبر أنه يعطيني
+
+664
+00:48:09,540 --> 00:48:13,340
+تلاتة ..لأنه خلصت ال branching عنده ال branches ال
+
+665
+00:48:13,340 --> 00:48:17,280
+successors خلصوه ..فإذا هو مجبور يعطيني تلاتة و
+
+666
+00:48:17,280 --> 00:48:21,680
+أنا ضمنت أنهفي عندى ثلاث فرص فوز من ال branch هذا
+
+667
+00:48:21,680 --> 00:48:29,060
+فإذا صار ال branch هذا أنا ضاع من صرت هنا إنه
+
+668
+00:48:29,060 --> 00:48:35,480
+الخاصم هيعطينى في ثلاث فرص فوز بس هل أنا هتقبلها و
+
+669
+00:48:35,480 --> 00:48:42,340
+أسكت ولا لسه قد يجينى أفضل هنا عشان هيك خلت فرص
+
+670
+00:48:42,340 --> 00:48:47,480
+فوزى هنا خلت الفرص الفوز اللى بتيجينى من الخاصم
+
+671
+00:48:49,840 --> 00:48:54,100
+لكن ممكن يجيني أحسن هنا عشان هيك قلنا إن هذا ال
+
+672
+00:48:54,100 --> 00:48:56,940
+branch اللي عندي الآن على الأقل عندي تلات فرص فوز
+
+673
+00:48:56,940 --> 00:49:05,140
+قد تزيد فهنا كأنه هنا على الأكثر هنا على الأقل هنا
+
+674
+00:49:05,140 --> 00:49:09,800
+على الأكثر هنا على الأقل okay فعلى الأقل في عندي
+
+675
+00:49:09,800 --> 00:49:14,620
+تلات فرص فوز خلاص ضمنناهم لكن على الأكثر لأ يمكن
+
+676
+00:49:14,620 --> 00:49:19,410
+يكون في أحسن من التلات فرص هتكمل ونشوفهي جاتني
+
+677
+00:49:19,410 --> 00:49:24,490
+الاتنين الاتنين روحنا هنا إيجينا هنا okay تمام
+
+678
+00:49:24,490 --> 00:49:30,010
+الآن الخاصم هذا لسه فيه قدامه successors أخرى
+
+679
+00:49:30,010 --> 00:49:34,630
+فبقدرش يعطي قرار بقدرش يعطي قرار هنا لكن أنا
+
+680
+00:49:34,630 --> 00:49:41,430
+بالنسبالي ضامن إنه maximum هاخد فرصتين فوز هنا صح
+
+681
+00:49:41,430 --> 00:49:46,470
+maximum هاخد فرصتين فوز خلاص انتهىMaximum هاخد
+
+682
+00:49:46,470 --> 00:49:52,070
+فرصة ممكن يجله وعشان هيك هو صابر مارضيش يعطي رقم
+
+683
+00:49:52,070 --> 00:49:57,610
+بينتظر لسه طيب خليه ينتظر وينكمل مدام عندي فرصتين
+
+684
+00:49:57,610 --> 00:50:02,310
+فوز الان هدولة إيش الاحتمالات اللي ممكن أقلهم يا
+
+685
+00:50:02,310 --> 00:50:05,050
+أكبر من اتنين يا أقل من اتنين مش هيك واحدة منهم
+
+686
+00:50:05,050 --> 00:50:08,010
+هتطلع يا أكبر يا أقل طيب إذا كانت أكبر من اتنين
+
+687
+00:50:08,010 --> 00:50:16,420
+هتضل اتنين مش هيك طيب إذا أقلهتجل هد معناته هتجل
+
+688
+00:50:16,420 --> 00:50:21,040
+السؤال الآن هل أنا معنى أجي أتحرك في الإتنين و أنا
+
+689
+00:50:21,040 --> 00:50:25,600
+أصلا عنده at least المفروض تلت فرص طب ليش أروح
+
+690
+00:50:25,600 --> 00:50:30,400
+للإتنين؟ مش شاك؟ ليش أروح للإتنين إذا أنا من
+
+691
+00:50:30,400 --> 00:50:33,740
+الأساس في branch تاني كان يعطيني at least تلاتة
+
+692
+00:50:33,740 --> 00:50:37,620
+فأروح الإتنين ليش؟ فمعنى ذلك مافيش داعي أصلا
+
+693
+00:50:37,620 --> 00:50:43,250
+أفحصهم هدول لا داعي أطلاقا أفحصهممش هيعطوني إشي،
+
+694
+00:50:43,250 --> 00:50:45,810
+هي الفكرة، مش هيعطوني أفضل من اللي حصلت عليه من ال
+
+695
+00:50:45,810 --> 00:50:50,470
+branch الأول، التلاتة، فأعمل لبرونينج هنا، هنا
+
+696
+00:50:50,470 --> 00:50:54,350
+اختلفت هي عن ال minimax، أنا مش هكمل، لأ، هاخد
+
+697
+00:50:54,350 --> 00:50:56,910
+شواهد تقول إن لأ هذا ال branch مافيش داعي أتكمل
+
+698
+00:50:56,910 --> 00:51:00,990
+فيه، طيب ال
+
+699
+00:51:00,990 --> 00:51:04,900
+branch التالتفحصلنا وجدنا فيه عندي 14 فرصة تفوز ..
+
+700
+00:51:04,900 --> 00:51:08,880
+اه ممتاز .. كويس معناته هذا ممكن مقسمه هيعطيني 14
+
+701
+00:51:08,880 --> 00:51:15,100
+فرصة تفوز .. قد يقله لكن جدير بالاهتمام انه اكمل
+
+702
+00:51:15,100 --> 00:51:19,880
+.. قد يكون احسن من التلاتة لاحظوا .. فإذا هنا شوف
+
+703
+00:51:19,880 --> 00:51:26,020
+ايش كتبنا لعندي الآن صار عندي فرص اما اقل اشي 3
+
+704
+00:51:26,020 --> 00:51:30,360
+فرص للفوز و لعندي الآن اكتر اشي 14 فرصة لكن
+
+705
+00:51:30,360 --> 00:51:37,630
+مثبتناشكويس نكمل نشوف التانية التانية طبعا هتيجينا
+
+706
+00:51:37,630 --> 00:51:41,110
+اظن اه عاملهم كلهم خمسة التانية فخلينا احنا
+
+707
+00:51:41,110 --> 00:51:44,590
+نفترضها من عندنا لحالنا عاملها خمسة لنختصرها
+
+708
+00:51:44,590 --> 00:51:49,170
+فالخمسة هد ايش بتخلي يتغير عندى؟ صار عندى هنا خمسة
+
+709
+00:51:49,170 --> 00:51:54,250
+وصار عندى هنا خمسة بس مزالة الخمسة جديرة بالمحاولة
+
+710
+00:51:54,250 --> 00:52:00,530
+بالتكميلليش؟ لأنه لو مشيت على جد خمسة إجتني هنا
+
+711
+00:52:00,530 --> 00:52:06,750
+خمسة فأكثر فانا ضامن أنه هتبقى الخمسة في الحالة
+
+712
+00:52:06,750 --> 00:52:12,310
+هذه هنا هروح أثبت خمسة و هختار ال branch هذا ال
+
+713
+00:52:12,310 --> 00:52:21,270
+branch ال branch هذا إذا فعلا ماطلعليش أقل طيب إذا
+
+714
+00:52:21,270 --> 00:52:27,960
+طلع أقلمن خمسة هنا بدنا نتأكد اللي أقل من خمسة هذا
+
+715
+00:52:27,960 --> 00:52:31,500
+إيش علاقته بالتلاتة إذا أقل من تلاتة خلاص stop
+
+716
+00:52:31,500 --> 00:52:39,820
+واجف خلينا مع التلاتة بنوقف و بنضل مع التلاتة اه
+
+717
+00:52:39,820 --> 00:52:43,400
+هنا لعزي حتى الآن
+
+718
+00:52:51,640 --> 00:52:55,000
+لأ .. هدول .. هدول بالنسبالي .. هدول بالنسبالي إلي
+
+719
+00:52:55,000 --> 00:53:00,300
+.. كفرص فوز إلي .. اللي تحت هدول .. فرص الفوز في
+
+720
+00:53:00,300 --> 00:53:04,320
+ال state هذه .. تمام ..لأن نمسكهم الأثنين هدول ..
+
+721
+00:53:04,320 --> 00:53:08,400
+هدول اللي بي .. هدول اللي بي .. إن هو مجبور يعطيني
+
+722
+00:53:08,400 --> 00:53:13,860
+تلت فرص فوز .. مجبور هو يعطيني تلت فرص فوز ..
+
+723
+00:53:13,860 --> 00:53:19,660
+كويس؟ ليش؟ لأن هدول أقل فرص فوز ممكنين هنالإيه؟
+
+724
+00:53:19,660 --> 00:53:24,560
+فإذا هو الكلام كله لإيه؟ ل ال max أو ل .. إيه لنا
+
+725
+00:53:24,560 --> 00:53:27,660
+.. إحنا كب .. اللي .. اللي بنلعب التلقى هنا ..
+
+726
+00:53:27,660 --> 00:53:32,440
+تلتا اللي هنا .. تلتا .. ما خلص لإن إحنا خلصناهم
+
+727
+00:53:32,440 --> 00:53:37,940
+شوفي عشان أخلص ال search لازم يتفقوا لإنه بنفعش
+
+728
+00:53:37,940 --> 00:53:42,780
+أنا أقول جد .. ال path هذا هيعطيني فرص فوز من
+
+729
+00:53:42,780 --> 00:53:47,480
+اتنين لخمسة عشر واسكتلأ هو مرحليا انا بكتب الكلام
+
+730
+00:53:47,480 --> 00:53:51,340
+هذا بس لما اخلص ال search المفروض ان يتفقوا انا
+
+731
+00:53:51,340 --> 00:53:57,580
+بالظبط عندي عدد فرص فوز كذا نقطة خلاص هنا سابقا
+
+732
+00:53:57,580 --> 00:54:04,140
+هنا لحظة ماكانوش متفقين لسه ليش ماكانش متفق لأنه
+
+733
+00:54:04,140 --> 00:54:08,740
+لسه فيه فيه branch ماكملوش لسه فيه successor
+
+734
+00:54:08,740 --> 00:54:12,460
+مادرسوش ال successor هذا مهم كان بالنسباله
+
+735
+00:54:12,460 --> 00:54:17,760
+بالنسباله هوبالنسبالي هو ليش مهم لأنه أنا هنا
+
+736
+00:54:17,760 --> 00:54:23,640
+maximum هاخد تلت فرص فوز تمام بس هو لسه بيكمل على
+
+737
+00:54:23,640 --> 00:54:29,340
+امل minimum على امل انه minimum يختارلي ال minimum
+
+738
+00:54:29,340 --> 00:54:33,000
+يعطيني فرصة فوز واحدة مثلا إذا ضمن إنه هدي واحد
+
+739
+00:54:33,000 --> 00:54:36,760
+مثلا أو صفر طبعا بالنسبالي هو أفضل .. أفضل ما يمكن
+
+740
+00:54:36,760 --> 00:54:39,580
+إنه يعطيني صفر هنا إذا أعطاني هنا صفر على طول بروح
+
+741
+00:54:39,580 --> 00:54:44,440
+يعطيني هنا صفرو طبعا هدى على طول هتتحوى لصفر لإنه
+
+742
+00:54:44,440 --> 00:54:48,920
+مافيش مجال تنتين نفس الفرص أنا عارف أن اللعبة هدى
+
+743
+00:54:48,920 --> 00:54:52,840
+وين هتوديني هو كمان عارف وين هتوديني فاحنا فاهمين
+
+744
+00:54:52,840 --> 00:54:55,260
+بعض المفروض .. المفروض أنه الاتنين اللاعيبين
+
+745
+00:54:55,260 --> 00:54:56,660
+اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب
+
+746
+00:54:56,660 --> 00:54:56,800
+اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب
+
+747
+00:54:56,800 --> 00:54:57,980
+اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب
+
+748
+00:54:57,980 --> 00:54:58,220
+اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب
+
+749
+00:54:58,220 --> 00:55:02,930
+اللاعيبكويس فهذه الفكرة ببساطة تمام لما يتفقوا مع
+
+750
+00:55:02,930 --> 00:55:06,470
+بعض معاناته فعليا ال branch هذا او تاخد القرار هنا
+
+751
+00:55:06,470 --> 00:55:09,470
+ال node هذه اتخذت قرارها طبعا هنا مش هتاخد قرار
+
+752
+00:55:09,470 --> 00:55:13,410
+لأنه لسه في successor هناخد ال successor اللي ضايل
+
+753
+00:55:13,410 --> 00:55:18,490
+اتفقوا الآنخلاص أنا بعرف ألعب و هو بعرف يلعب
+
+754
+00:55:18,490 --> 00:55:22,230
+فمتفقين أن ال branch هذا احنا أنا وياه فاهمين أنه
+
+755
+00:55:22,230 --> 00:55:27,250
+هذا هيعطينا تلات فرص فوز خلصت تمام واتفقنا أن ال
+
+756
+00:55:27,250 --> 00:55:31,050
+branch هذا minimum هيعطينا تلات فرص فوز لكن أنا
+
+757
+00:55:31,050 --> 00:55:36,210
+لسه هفكر مابدتش ألعب رغم أن أنا عارف أنه هذا
+
+758
+00:55:36,210 --> 00:55:39,030
+هيعطيني تلات فرص فوز لكن هاصبر شوية أقول طب
+
+759
+00:55:39,030 --> 00:55:44,020
+ماخليني أفكر بطريقة تانية يمكن يعطيني أكترshake
+
+760
+00:55:44,020 --> 00:55:48,620
+يمكن يعطيني أكتر فروحت جربنا هنا ال branch هذا
+
+761
+00:55:48,620 --> 00:55:54,900
+اعطى اتنين وانا ضامن انه في لعبة في النص لخاصمي ..
+
+762
+00:55:54,900 --> 00:55:58,100
+خاصمي مستحيل يعطيني اكتر من الاتنين لو هدول زادوا
+
+763
+00:55:58,100 --> 00:56:02,480
+حتى لأنه انا بحترم ان هو فاهم اللعبة فانا عارف انه
+
+764
+00:56:02,480 --> 00:56:06,380
+مش هيعطيني اكتر من فرصة ان فوز عشان هيك خلاص بوقف
+
+765
+00:56:06,380 --> 00:56:09,970
+ال .. مافيش داعي اكمل في ال branch هذاأطلاقًا
+
+766
+00:56:09,970 --> 00:56:12,930
+مافيش داعي أكمل فيه و أحط حالي تحت رحمة احتمالات
+
+767
+00:56:12,930 --> 00:56:16,810
+أني ألعبها على أمل إنه ان شاء الله مايشوفش الخطوة
+
+768
+00:56:16,810 --> 00:56:19,670
+هذه، ان شاء الله يختار إشي تاني، لأ مافيش فيها
+
+769
+00:56:19,670 --> 00:56:24,470
+حاجة هيك أخمن إنه يمكن مايختارش، هو أكيد بدي
+
+770
+00:56:24,470 --> 00:56:29,010
+أتعامل معه إنه هيختار ليه الإتنين، تمام؟ طبعًا هو
+
+771
+00:56:29,010 --> 00:56:34,490
+بالنسباله لسه منتظر لأنه ممكن يجللني عن الإتنين،
+
+772
+00:56:34,490 --> 00:56:37,230
+بس أنا مش معني أكمل أصلا، لأنه حتى الإتنين
+
+773
+00:56:37,230 --> 00:56:41,820
+بالنسبالي غير مرضيةليش؟ لأنه في أفضل منها فخلاص
+
+774
+00:56:41,820 --> 00:56:46,740
+بوقف هنا البحث وبشوف اللي وراه بشوف طريقة حل تالتة
+
+775
+00:56:46,740 --> 00:56:50,580
+طريقة الحل التالتة جالت لإنه مبدأيًا هي بتطلعلك
+
+776
+00:56:50,580 --> 00:56:54,520
+فرصة بـ14 آه جاديرة أني أكمل فيها هذه لازم أكمل
+
+777
+00:56:54,520 --> 00:56:58,840
+فيها ليش؟ لأنه 14 أحسن من اللي أنا مخزنه في دماغي
+
+778
+00:56:58,840 --> 00:57:03,140
+اللي مخزنه أبو التلاتة فمبدأيًا لأن إيش صار؟
+
+779
+00:57:04,860 --> 00:57:11,720
+اربعتاش و هنا صار عندى احتمال ها minimum تلت فرص
+
+780
+00:57:11,720 --> 00:57:15,700
+فوز لكن maximum اربعتاشر فرصة لكن انا لسه محددتش
+
+781
+00:57:15,700 --> 00:57:20,860
+وين ليش لأن ال maximum هذه لسه مش قرار نهائي ليش
+
+782
+00:57:20,860 --> 00:57:24,420
+لأن قرارها عند الخاصم ليش عند الخاصم لأن الخاصم
+
+783
+00:57:24,420 --> 00:57:32,160
+لسه في عنده عنده two successorsعنده احتمالية نغير
+
+784
+00:57:32,160 --> 00:57:36,640
+اللعبة تمام هذه اللي خلتنا نقول لو خمسة لو اربعة
+
+785
+00:57:36,640 --> 00:57:41,560
+فيها اتنين طلعوا اتنين خلصت اتنين معناته انا تماما
+
+786
+00:57:41,560 --> 00:57:44,840
+حتى ها ايقن ان لا maximum بالنسبالي اتنين و هو
+
+787
+00:57:44,840 --> 00:57:48,840
+طبعا هايقن انه مش هيقنين اكتر من اتنين تمام خلصت
+
+788
+00:57:48,840 --> 00:57:52,860
+هنا اكيد مش هروح للاتنين التلاتة او فاجلي فالان
+
+789
+00:57:52,860 --> 00:57:57,180
+ثبتنا تلاتة تلاتة وصار ال branch تبع هيه هذاهذا
+
+790
+00:57:57,180 --> 00:58:02,580
+أفضل branch أو أفضل path ممكن للعبة بهذا الشكل
+
+791
+00:58:02,580 --> 00:58:07,100
+تمام الكلام هذا برضه ممكن تحطوله القاعدة هذه إذا
+
+792
+00:58:07,100 --> 00:58:10,140
+كان أنا يعني اللي هو أعمل brawning ولا ماعملش
+
+793
+00:58:10,140 --> 00:58:15,780
+brawning إذا كان أنا في node N في ال minimum level
+
+794
+00:58:15,780 --> 00:58:21,540
+فبقول إنه beta إذا beta أقل لل N طبعا أقل من Alpha
+
+795
+00:58:21,540 --> 00:58:26,700
+لل parentبنوقف أما إذا كان في ال maximum و alpha
+
+796
+00:58:26,700 --> 00:58:32,360
+لل in أكبر من beta لل parent بنوقف خلونا نمسكها
+
+797
+00:58:32,360 --> 00:58:38,420
+الآن و نفحصها نتجاوز هذه و بنرجع كمان .. قعدنا
+
+798
+00:58:38,420 --> 00:58:40,960
+كمان مرة عشان بس إيش نكتب هذه القانون .. القانون
+
+799
+00:58:40,960 --> 00:58:43,480
+اللي فوق هيوم هذه القانون اللي عندنا فوق و نبدأ
+
+800
+00:58:43,480 --> 00:58:46,980
+نمسك ال .. ال curve هذا أو ال .. ال tree بهذا
+
+801
+00:58:46,980 --> 00:58:50,160
+الشكل هنا بدأنا اتنين
+
+802
+00:58:51,780 --> 00:58:57,800
+الاتنين هذه معناته مبدئيا هنا اتنين كفرص فوز تمام
+
+803
+00:58:57,800 --> 00:59:04,780
+و بنفحص إيش في عنده هنا تلاتة لأ هذه max هذه max
+
+804
+00:59:04,780 --> 00:59:08,380
+معناه ذلك أنه لأ أنا بدي أختار تلاتة لأن لما max
+
+805
+00:59:08,380 --> 00:59:12,440
+بيختار بياخد الأعلى لما min بيختار بياخد الأقل
+
+806
+00:59:12,440 --> 00:59:18,840
+أخدنا التلاتة هاي تلاتة ثبتناها الآن واضح أنه من
+
+807
+00:59:18,840 --> 00:59:25,160
+مبدئياعنده تلاتة لكن لازم يكمل ال branch تبعه على
+
+808
+00:59:25,160 --> 00:59:30,540
+أمل يجيبلي أجل هو هيك بفكره انه على الممكن يجيبلي
+
+809
+00:59:30,540 --> 00:59:33,720
+أجل فرص عدد الفرص اجينا طلعنا هنا طبعا لسه مش هاي
+
+810
+00:59:33,720 --> 00:59:39,680
+في التسعة اجينا لجينا خمسة طيب فإذا max أكيد
+
+811
+00:59:39,680 --> 00:59:43,320
+هيختار خمسة أكيد هيختار خمسة
+
+812
+00:59:45,720 --> 00:59:49,720
+مبدأيا من أكيد هيضال عند التلاتة لأنه هيختار الأقل
+
+813
+00:59:49,720 --> 00:59:54,940
+تمام لكن الآن بالنسبة لمن أنا بدي أكمل لأنه ممكن
+
+814
+00:59:54,940 --> 00:59:59,440
+تكون هنا أفضل لأ هي مش أفضل الحقيقة و هنا بنقدر
+
+815
+00:59:59,440 --> 01:00:02,720
+نقول أنه هنقدر نجف مافيش داعي نكملها حتى التسعة
+
+816
+01:00:02,720 --> 01:00:07,800
+هذه هذه مش .. مش .. مافيش داعي أصلا نكمل التسعة
+
+817
+01:00:07,800 --> 01:00:11,820
+هذه صحيح
+
+818
+01:00:15,130 --> 01:00:19,210
+أه مظبوط مافيش داعي نكملها إطلاقا في هيك حالة لإنه
+
+819
+01:00:19,210 --> 01:00:26,910
+بتكلم عن من فأقل أو أكبر مش هتفرج معانا هنا مش
+
+820
+01:00:26,910 --> 01:00:30,990
+هتفرج إطلاقا في الحالة اللي هنا تمام هاتوا نشوف
+
+821
+01:00:30,990 --> 01:00:35,070
+هدى بتنطبق على أي حالة من الحالتين هدول هدى بتنطبق
+
+822
+01:00:35,070 --> 01:00:40,110
+على إذا beta ل ال N اللي أنا موجود فيه أقل من
+
+823
+01:00:40,110 --> 01:00:46,130
+Alphaلا ال parent هيها احنا اجينا فحصنا الخمسة
+
+824
+01:00:46,130 --> 01:00:51,690
+check الخمسة وجينا هنا لجينا ان في عندي .. من ولا
+
+825
+01:00:51,690 --> 01:00:58,090
+max؟ اللي هي فحصنا .. هذي هيك
+
+826
+01:01:02,360 --> 01:01:08,140
+أجينا مبدئيا خمسة فحصنا الخمسة ضالت خمسة و هنا
+
+827
+01:01:08,140 --> 01:01:13,300
+المفروض أنه max هيختار خمسة فال answer max و min
+
+828
+01:01:13,300 --> 01:01:20,560
+بالظبط تمام في الحالة هذه إذا كان ال beta اللي هي
+
+829
+01:01:20,560 --> 01:01:29,340
+المفروض جداش صارت عندي ل ال min ايه ال min اللي
+
+830
+01:01:29,340 --> 01:01:33,820
+هي ال leave خمسةاللي هي خمسة، لأ بس هد مش هتغير
+
+831
+01:01:33,820 --> 01:01:44,260
+معاها إشي، هد مش هتغير معاها حاجة ال alpha
+
+832
+01:01:44,260 --> 01:01:54,800
+لل n، ال n الأن المفروض تكون تعت max، أه معناته
+
+833
+01:01:54,800 --> 01:02:03,220
+أنا max، أنا في max، max هناانا هنا في ال level
+
+834
+01:02:03,220 --> 01:02:10,520
+هنا صحيح فإذا انا مع max احنا روحنا مع من و هذا
+
+835
+01:02:10,520 --> 01:02:15,960
+غلط كويس max خلينا نشوف ال alpha تبعتي خمسة اللي
+
+836
+01:02:15,960 --> 01:02:19,960
+وصلنا لها هل في داعي اكمل ال branch تانية يعني
+
+837
+01:02:19,960 --> 01:02:23,180
+اكمل ال branches تبعتي ولا لأ انا بدأي انطلعت عندي
+
+838
+01:02:23,180 --> 01:02:29,400
+خمسة الخمسة هذه اكبر من مين beta لل parent هي beta
+
+839
+01:02:29,400 --> 01:02:34,970
+لل parentاللي هي تلاتة هيها جاية تلاتة فإذا مافيش
+
+840
+01:02:34,970 --> 01:02:39,970
+أي داعي أني أكمل ال branches إطلاقًا مافيش داعي
+
+841
+01:02:39,970 --> 01:02:44,970
+فإذا هذه المفروض أنه ماعملهاش عملنا لها إيهاش
+
+842
+01:02:44,970 --> 01:02:49,730
+brawning لحظة اللي وجفنا أنه أنا في max و احنا
+
+843
+01:02:49,730 --> 01:02:52,850
+قاعدين نتطلع على من فناخد بالنا احنا ال level
+
+844
+01:02:52,850 --> 01:02:57,330
+تبعنا هو max ولا من تمام؟ احنا كنا في الحالة هذه
+
+845
+01:02:57,330 --> 01:03:02,230
+عند maxلكن اتطلعنا على من؟ وهي اللي خربطنا، هي
+
+846
+01:03:02,230 --> 01:03:04,830
+اللي خربطنا، لأ احنا بنتطلع الآن في max، okay
+
+847
+01:03:04,830 --> 01:03:09,950
+فمبدأيا هي هذا ال branch مش محتاجين نكمل فيه،
+
+848
+01:03:09,950 --> 01:03:14,350
+نكمل، اه okay هيوجطعه، اه هو راح جال على طول لجط
+
+849
+01:03:14,350 --> 01:03:18,050
+هناك، طيب، نكمل هنا، على اعتبار أن هنا صار عندي
+
+850
+01:03:18,050 --> 01:03:20,290
+تلاتة، بقدر اكتب التلاتة، مادام ال branch هذا خلص
+
+851
+01:03:20,290 --> 01:03:27,370
+كلهكويس كتبنا تلاتة الان انا معنى اذا في اكتر من
+
+852
+01:03:27,370 --> 01:03:30,990
+تلاتة و لا لأ طيب نكمل انا لسه مش عارف الصفر
+
+853
+01:03:30,990 --> 01:03:34,250
+مابينتش معنا الصفر و هنا لسه مابيان الصفر هنا
+
+854
+01:03:34,250 --> 01:03:39,130
+وصلنا ل leaf ال leaf ها دي zero فإذا خلاص maximum
+
+855
+01:03:39,130 --> 01:03:43,470
+هاخد zero هو zero اصلا يعني انا بدور على ال max اه
+
+856
+01:03:43,470 --> 01:03:49,010
+بس هو zero كويس من اكيد zero هل اتوقع من من ممكن
+
+857
+01:03:49,010 --> 01:03:53,080
+يعطيني احسن من ال zeroأكيد .. أكيد مش هيطيني هنا
+
+858
+01:03:53,080 --> 01:03:56,600
+أحسن من الـ 0 فصار .. الآن البحث في الـ Min ..
+
+859
+01:03:56,600 --> 01:03:59,880
+الآن هنا صارنا .. الآن صرنا هنا .. مدام أنا هنا في
+
+860
+01:03:59,880 --> 01:04:07,240
+Min .. Min إذا كانت Beta صفر لال node اللي أنا
+
+861
+01:04:07,240 --> 01:04:14,280
+عندها أقل من Alpha تلاتة هيها تاعة ال parent فإذا
+
+862
+01:04:14,280 --> 01:04:18,930
+مافيش داعي أتكمل في ال branch فإذا هذا كلهمش محتاج
+
+863
+01:04:18,930 --> 01:04:23,210
+اكمل فيه اطلاقا مش محتاجي اكمل فيه فعلا ماكملناش
+
+864
+01:04:23,210 --> 01:04:27,970
+فيه طيب ال branch اللي وراه برضه ما زال عندنا امل
+
+865
+01:04:27,970 --> 01:04:34,030
+كmax انه يجيني احسن انه يجينا افضل طيب خليني اكمل
+
+866
+01:04:34,030 --> 01:04:37,030
+انا لسه ماشوفتش الاتنين لانه الاتنين اخر خطوة كانت
+
+867
+01:04:37,030 --> 01:04:41,730
+بيعملها propagation from leaf to root اتنين
+
+868
+01:04:41,730 --> 01:04:49,130
+فالاتنين هذه هتيجي لمين لmaxmax بده يختار اتنين
+
+869
+01:04:49,130 --> 01:04:55,550
+لكن بالنسباله طبعا هتطلع زي ما هي هنا اتنين مين
+
+870
+01:04:55,550 --> 01:04:59,890
+اللي خلاها تطلع اتنين جاب المطروح للاتنين اجته
+
+871
+01:04:59,890 --> 01:05:04,190
+اتنين طبعا هي غير مرضية الاتنين أكيد غير مرضية
+
+872
+01:05:04,190 --> 01:05:07,470
+أبدا لإن هو كان عنده أحسن لكن في عنده لسه branch
+
+873
+01:05:07,470 --> 01:05:12,820
+على أمل أن يكون أعلىخدوا بالك هذه الأتنين إجتني في
+
+874
+01:05:12,820 --> 01:05:17,240
+max بمعنى إن لو في أعلى منها هنا هياخدها مش هيضالة
+
+875
+01:05:17,240 --> 01:05:22,260
+عند الأتنين قرارات max غير قرارات men كويس طلعت
+
+876
+01:05:22,260 --> 01:05:27,540
+واحد خلاص معناته هنا حكمت إن maximum هياخد اتنين
+
+877
+01:05:27,540 --> 01:05:33,140
+اتنين معناته لما ييجي الدور ل men هياخد اتنين
+
+878
+01:05:33,140 --> 01:05:39,980
+انتهى الكلام هنا ان شاء الله في ألف men مش هيعطيني
+
+879
+01:05:39,980 --> 01:05:44,450
+يهممن مش هيعطيني أفضل من الإتنين فهل في معنى أنه
+
+880
+01:05:44,450 --> 01:05:50,590
+أكمل هنا حتى لو في مليون حتى لو في ستمية، على
+
+881
+01:05:50,590 --> 01:05:53,790
+الفاضي، على الفاضي، إيش بدي أقول، بدي أعطيني هنا
+
+882
+01:05:53,790 --> 01:05:57,150
+ستمية، okay بعدين، هنا برضه هتضل اتنين اتنين، هتضل
+
+883
+01:05:57,150 --> 01:06:03,350
+برضه اتنين، فإذا كل branch هذا برضه لا داعي لفحصه
+
+884
+01:06:04,660 --> 01:06:07,140
+فهذه اللحظة عملنا brawning هنا عملنا brawning هنا
+
+885
+01:06:07,140 --> 01:06:10,720
+عملنا brawning هنا صار في عندي نقطة تنتين تلاتة
+
+886
+01:06:10,720 --> 01:06:16,140
+أربعة خمسة ستة سبعة سبع عمليات اختصرتهم مش محتاج
+
+887
+01:06:16,140 --> 01:06:20,260
+أكمل فيهم أصلا ففعليا برضه هنعمل branch عند النقطة
+
+888
+01:06:20,260 --> 01:06:24,140
+هذه تاني واضحة فكرة ال branching و الجزئيات هذه
+
+889
+01:06:24,140 --> 01:06:29,320
+بيضل عندنا هو دي حلناها ال game اللي في النص
+
+890
+01:06:29,320 --> 01:06:33,240
+سيبناها و ننهي فيها ال game هذي ببساطة جدالو
+
+891
+01:06:33,240 --> 01:06:37,380
+افترضت انه عندي سبع
+
+892
+01:06:37,380 --> 01:06:43,420
+حصوات السبع حاطنهم او سبع اجلول اللي بلعبوا فيهم
+
+893
+01:06:43,420 --> 01:06:46,880
+او اي سبع objects السبع objects هدول اللعبة كانت
+
+894
+01:06:46,880 --> 01:06:51,080
+تالي انه انا بدي ابدأ اللعبة اجسمهم لنصين بحيث انه
+
+895
+01:06:51,080 --> 01:06:55,270
+مايكونش واحد جد التانييصير ال .. ال .. الان الطرف
+
+896
+01:06:55,270 --> 01:06:59,510
+التاني بده يمسك النصين اللي أنا جسمتهم يجسم واحد
+
+897
+01:06:59,510 --> 01:07:04,570
+منهم بحيث انه مايكونش فيه جزئين متساوين اللي بيجسم
+
+898
+01:07:04,570 --> 01:07:08,400
+جزئين متساوين بيخسرواحدة من الألعاب اللي هيك
+
+899
+01:07:08,400 --> 01:07:12,380
+السريعة مثلا خليني أقول شوية أحجار سبعة أحجار و
+
+900
+01:07:12,380 --> 01:07:17,060
+بدي أجسمهم طبيعي بدي أجسمهم أربعة تلاتة أو ستة
+
+901
+01:07:17,060 --> 01:07:24,860
+واحد أو خمسة اتنين جسمناهم الآن الدور صار للمنافس
+
+902
+01:07:24,860 --> 01:07:27,820
+المنافس بده يمسك يا الخمسة يجسمها يا الأتنين
+
+903
+01:07:27,820 --> 01:07:31,420
+يجسمها طبعا إذا جسم الأتنين خسر، هيخسر، لأن كيف
+
+904
+01:07:31,420 --> 01:07:36,410
+بده يجسمهم؟ متفسويينأما الخمسة لعب يجسمهم تلاتة
+
+905
+01:07:36,410 --> 01:07:40,750
+اتنين او اربعة واحد بالضبط هيك اللعبة انت بتضطر
+
+906
+01:07:40,750 --> 01:07:46,770
+اللاعب انه يجسم لنصين متساوين بيخسر طيب نشوف نكمل
+
+907
+01:07:46,770 --> 01:07:49,870
+اللعبة زي هذه هل بنقدر نحلها باستخدام ال games
+
+908
+01:07:49,870 --> 01:07:56,010
+theory اللي احنا اشتغلنا عليها او لأ هاي بدأنا
+
+909
+01:07:56,010 --> 01:08:01,960
+بسبعة و هنبدأ من من يعنيالخصم هو اللي هيبدأ
+
+910
+01:08:01,960 --> 01:08:04,800
+اللعبة، الخصم هيبدأ اللعبة، فيه إمكاني أنه يلعب زي
+
+911
+01:08:04,800 --> 01:08:12,720
+ما قلنا 6-1 أو 5-2 أو 4-3، لو لعب 6-1 اللعبة يوصل
+
+912
+01:08:12,720 --> 01:08:17,060
+2، ال 1 طبعا ماتتجسمش، ال 6 ممكن أجسمها 5-1 أو 4
+
+913
+01:08:17,060 --> 01:08:21,970
+-2، 3-3 مانفعشبخسر، بخسر، فمافيش داعي أني ألعب
+
+914
+01:08:21,970 --> 01:08:25,650
+تلاتة تلاتة، كويس الخمسة و اتنين، الأتنين نهائيا
+
+915
+01:08:25,650 --> 01:08:28,190
+ماقدرش ألعب فيها، خلاص هذه أربعة و واحد، هاي
+
+916
+01:08:28,190 --> 01:08:30,730
+الأربعة و الواحد و هاي الأتنين دلت زي ما هي أو
+
+917
+01:08:30,730 --> 01:08:35,530
+خمسة و تلاتة، او خمسة و اتنين عفوا أن اتنين و
+
+918
+01:08:35,530 --> 01:08:37,890
+تلاتة اللي هي الخمسة عبارة عن اتنين و تلاتة، تمام،
+
+919
+01:08:37,890 --> 01:08:42,730
+الآن الأربعة و تلاتة، في إمكانية أنه أجسم الأربعة،
+
+920
+01:08:42,730 --> 01:08:46,590
+بس مش اتنين و اتنين، تلاتة و واحد، بالضبط، تلاتة و
+
+921
+01:08:46,590 --> 01:08:52,270
+واحد فهيهاوالتلاتة في مجال يجسمها 2 و 1 هي 2 و 1
+
+922
+01:08:52,270 --> 01:08:58,370
+اوكي استنفظنا كل طرق التقسيم حتى الآن رجعناها لمين
+
+923
+01:08:58,370 --> 01:09:04,510
+لمن؟ من هيجي يجسم عنده الخمسة في مجال يجسمها 4 و 1
+
+924
+01:09:04,510 --> 01:09:10,070
+او 3 او 2 هي 4 و 1 او 3 او 2 اوكي خلص هذه
+
+925
+01:09:10,070 --> 01:09:15,310
+التقسيمات الممكنة بعد ذلك هيخسرعنده .. عنده ال ..
+
+926
+01:09:15,310 --> 01:09:17,590
+الاتنين هذا مستحيل يلعب فيها خلاص لأنه هيخسر إذا
+
+927
+01:09:17,590 --> 01:09:21,290
+بده يجسمها هنا تلاتة و واحد بس فقط تلاتة و واحد
+
+928
+01:09:21,290 --> 01:09:25,870
+فهي الواحد و اتنين وهي جسم تلاتة و واحد okay هذه
+
+929
+01:09:25,870 --> 01:09:31,890
+بس التلاتة اللي بتنقسم اتنين و واحد لا الاتنين هذا
+
+930
+01:09:31,890 --> 01:09:36,190
+بتنفع ولا الاتنين هذا بتنفع كويس هنا التلاتات يا
+
+931
+01:09:36,190 --> 01:09:38,370
+التلاتة هذه يا التلاتة هذه بدنا نقسم اتنين و واحد
+
+932
+01:09:38,370 --> 01:09:44,690
+فبدنا نصل لهذا ال term كويس مبدئيا إجت عندmax and
+
+933
+01:09:44,690 --> 01:09:49,310
+max هذي بتتجسمش بعدي خلاص هخسر إيش ما هعمل هخسر
+
+934
+01:09:49,310 --> 01:09:53,210
+فعلى طول بروح بعمله evaluation ليش؟ لأن أنا وصلت ل
+
+935
+01:09:53,210 --> 01:09:59,470
+leaf فهذه معناته صفر أنا خسرت هخسر إذا وصلت لهذه
+
+936
+01:09:59,470 --> 01:10:03,070
+المرحلة خسرت إذا سمحتله أنه يعمل المرحلة هذه الآن
+
+937
+01:10:03,070 --> 01:10:07,050
+هذول فيهم إمكانية للتلاتة التلاتة أقسمها لواحد
+
+938
+01:10:07,050 --> 01:10:13,780
+واثنين وإذا ووصلناها لهنا بكون خسرتهلأنه حطتله 2 2
+
+939
+01:10:13,780 --> 01:10:21,420
+1 1 1 في دوره فإيش ما هيلعب هيخسر صح؟ هذه واحد
+
+940
+01:10:21,420 --> 01:10:26,380
+صارت بالنسبالي صارت بالنسبالي واحد تمام هنا
+
+941
+01:10:26,380 --> 01:10:30,060
+الأربعة في مجال واحد فقط لتقسيمها تلاتة و واحد هاي
+
+942
+01:10:30,060 --> 01:10:33,080
+تلاتة و واحد تلاتة و واحد إذا والله هو وصل لتلاتة
+
+943
+01:10:33,080 --> 01:10:37,000
+و واحد هيجسمليها على طول واحد و اتنين للتلاتة و
+
+944
+01:10:37,000 --> 01:10:44,050
+هيخسرنيهيخسرني إلا محالة فإذا صفر هذه التلاتة
+
+945
+01:10:44,050 --> 01:10:47,070
+leaves اللي اللي ضالوا في اللعبة الآن عملنا
+
+946
+01:10:47,070 --> 01:10:50,970
+expanding هيخلصنا ال expanding كله بكل ال
+
+947
+01:10:50,970 --> 01:10:54,550
+possibilities تبعته بعدين عملنا evaluation
+
+948
+01:10:54,550 --> 01:10:59,890
+evaluation لمن؟ لل leaves عشان نعمل ال propagation
+
+949
+01:10:59,890 --> 01:11:04,930
+نرجح و نرجعهذه جايانة من هنا، معناته أنا .. معنى
+
+950
+01:11:04,930 --> 01:11:08,490
+إن هذه اللعبة إذا وصلناها أنا خسران، هذه بتيجي من
+
+951
+01:11:08,490 --> 01:11:14,770
+هنا، أنا خسران، هخسر إذا وطلتني، طيب هنا، بغض
+
+952
+01:11:14,770 --> 01:11:19,370
+النظر عن هذا ال term، هنا فائز ولا خسران، هذه
+
+953
+01:11:19,370 --> 01:11:24,210
+اللعبة خمسة واحد واحد بالنسبالي خسارة، ليش؟ لأن
+
+954
+01:11:24,210 --> 01:11:28,830
+هذه في دور من؟فانا مش متوقع ان منه اطلاقا ان انا
+
+955
+01:11:28,830 --> 01:11:31,990
+اروح العب لهذه اللعبة اللي هتفوزني لأ هو اكيد
+
+956
+01:11:31,990 --> 01:11:35,130
+هيلعب اللعبة هذه اللي هتخسرني فالحالة هذه
+
+957
+01:11:35,130 --> 01:11:40,570
+بالنسبالي خسرانة هذه الحالة خسرانة كويس نكمل هنا
+
+958
+01:11:40,570 --> 01:11:45,610
+هذه طبعا فائزة فإذا وصلني للنقطة هذه فانا بقدر
+
+959
+01:11:45,610 --> 01:11:50,510
+افوز بكمل افوز نكمل فوز فهذه واحد بالنسبالي واحد
+
+960
+01:11:50,510 --> 01:11:56,860
+فائزة فإذا هاي هذه جايةبتيجي منها أو بتيجي من هنا
+
+961
+01:11:56,860 --> 01:12:03,160
+فكلهما اختار من هذه او هذه انا كفيل ان اكمل اللعبة
+
+962
+01:12:03,160 --> 01:12:08,160
+بفوز بمشي الحال تمام، الان هذه مافيش .. بتعطينيش
+
+963
+01:12:08,160 --> 01:12:12,620
+الا خسارة بتعطيني صفر فهي فعلا خسارة بالنسبالي، هي
+
+964
+01:12:12,620 --> 01:12:19,240
+بالنسبالي خسارة الان هذه اه ليش حطيناها انه هنا
+
+965
+01:12:19,240 --> 01:12:24,750
+فوز لانه في دور maxفي دور Max في دوري فطبيعي لو
+
+966
+01:12:24,750 --> 01:12:28,470
+وصلتني ستة واحد مش هروح أعطيه هذه اللعبة إذا أنا
+
+967
+01:12:28,470 --> 01:12:32,030
+بعرف ألعب على طول هروح أعطي اللعبة هذه لأنه أضامنه
+
+968
+01:12:32,030 --> 01:12:35,270
+هذه بتفوزني ليش هروح أعطي اللعبة اللي بتفوزه هو ف
+
+969
+01:12:35,270 --> 01:12:38,310
+automatically هذه بالنسبالي أصبحت واحد إذا قدرنا
+
+970
+01:12:38,310 --> 01:12:41,690
+نصل لهذه اللعبة فأنا عارف كيف ال strategy عشان
+
+971
+01:12:41,690 --> 01:12:44,710
+أكمل الفوز هنا نفس الجثة حتى لو أعطاني خمسة أو
+
+972
+01:12:44,710 --> 01:12:47,990
+اتنين بدي أصل نفس الحالة لو أعطاني أربعة أو تلاتة
+
+973
+01:12:47,990 --> 01:12:52,850
+بدي أصل نفس الحالة فهدول كلهم فوز في البدايةتمام،
+
+974
+01:12:52,850 --> 01:13:00,110
+الآن أفضل path ممكن، الأفضل واحد ممكن فيهم كلهم،
+
+975
+01:13:00,110 --> 01:13:03,690
+أي واحد من هنا بفوزني، كويس، أنا مين أختار من
+
+976
+01:13:03,690 --> 01:13:09,290
+هدول، اللعبة عندي، مين أختار منهم؟ ممكن الأخيرة،
+
+977
+01:13:09,290 --> 01:13:14,540
+بس هذه أوفج، لحظة هذه فرصة كتيرهذه كل فرصها موجودة
+
+978
+01:13:14,540 --> 01:13:18,860
+بس في النهاية هذه او هذه بمشي الحال فصار عندي مجال
+
+979
+01:13:18,860 --> 01:13:24,780
+ل الفوز بهذا الشكل سواء من هنا او من هنا او من هنا
+
+980
+01:13:24,780 --> 01:13:29,720
+او بهذا الشكل كل هدولة فرص .. فرص فوز فبكون بادي
+
+981
+01:13:29,720 --> 01:13:33,420
+اللعبة و انا عارف ايش لازم ألعب و متوقع هو ايش
+
+982
+01:13:33,420 --> 01:13:37,540
+هيلعب متوقع منه ايش هيلعب مايعطينيش ستة واحد اروح
+
+983
+01:13:37,540 --> 01:13:41,540
+ألعبله خمس واحد خلاص معناته انا سلمت زي ما يقول
+
+984
+01:13:41,540 --> 01:13:45,640
+اللعبة له انتهىتمام كتير كويس ترجعوا تعيدوا اللعبة
+
+985
+01:13:45,640 --> 01:13:49,840
+هذه بس تغيروها max بدل من تبدو تشوفوا تتغير معاكم
+
+986
+01:13:49,840 --> 01:13:54,920
+ولا تتغيرش معاكم هاي مثلا games زي ما قلناه نقدر
+
+987
+01:13:54,920 --> 01:14:00,270
+نشتغل بال .. بال mini max معاها و نغيربنغير فيها
+
+988
+01:14:00,270 --> 01:14:03,430
+ال brawning مهم جدا واتفقنا هنا اشتغلنا عليها
+
+989
+01:14:03,430 --> 01:14:07,370
+بتراجعوا المحاضرة كويس فيها بنكون هيك خلصنا جزئية
+
+990
+01:14:07,370 --> 01:14:10,310
+ال search المرة القادمة ان شاء الله بنروح ل ال
+
+991
+01:14:10,310 --> 01:14:12,450
+rules اللي انتوا كلكوا عارفينها اللي هي if then
+
+992
+01:14:12,450 --> 01:14:16,790
+rule بنبدأ زي ما بقوله من الأول بخطوات بسيطة جدا
+
+993
+01:14:16,790 --> 01:14:21,150
+عشان نصل لكتابنا
+
+994
+01:14:21,150 --> 01:14:24,210
+لل textbook الرسم اللي عندنا يعطيكوا العافية و
+
+995
+01:14:24,210 --> 01:14:25,810
+بنشوفكوا المرة القادمة ان شاء الله تعالى
+
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/tpUG4X3IeaA_raw.json b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/tpUG4X3IeaA_raw.json
new file mode 100644
index 0000000000000000000000000000000000000000..9b714dedb3c04b853981981bd122b1588cfcccfd
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/tpUG4X3IeaA_raw.json
@@ -0,0 +1 @@
+{"segments": [{"id": 1, "seek": 2985, "start": 5.11, "end": 29.85, "text": "باسم الله الرحمن الرحيم والصلاة والسلام علي أشرف الأنبياء والمرسلين سيدنا محمد نكمل موضوعنا في عملية ال search و اللي بدأنا نتحدث فيها في مساقنا لهذا الفصل و اللي هو ال expert systems تحدثنا عن عملية ال search و قسمناها ل uninformed strategies و informed strategies و المرة السابقة كنا بنتحدث عن ال informed strategies", "tokens": [3555, 32277, 2304, 21984, 34892, 5016, 27842, 34892, 5016, 32640, 16070, 9381, 15040, 3660, 16070, 3794, 37440, 25894, 5551, 8592, 28480, 16247, 1863, 21292, 16606, 4032, 45340, 2288, 3794, 1211, 9957, 8608, 25708, 8315, 3714, 35571, 3215, 8717, 24793, 1211, 3714, 2407, 11242, 45367, 8315, 8978, 6225, 42213, 10632, 2423, 3164, 4032, 13672, 1829, 47525, 10721, 8315, 8717, 2655, 24401, 12984, 8978, 11296, 8978, 47524, 995, 4587, 8315, 46740, 15730, 27188, 36520, 4032, 13672, 1829, 31439, 2423, 5844, 3652, 6055, 24401, 12984, 8315, 18871, 6225, 42213, 10632, 2423, 3164, 4032, 12174, 38251, 8315, 11296, 5296, 43456, 22892, 9029, 4032, 11740, 9029, 4032, 9673, 25720, 21136, 16758, 28671, 9122, 8315, 4724, 29399, 24401, 12984, 18871, 2423, 11740, 9029], "avg_logprob": -0.15585274956489015, "compression_ratio": 1.9724409448818898, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 5.11, "end": 5.41, "word": "باسم", "probability": 0.744140625}, {"start": 5.41, "end": 5.51, "word": " الله", "probability": 0.94921875}, {"start": 5.51, "end": 5.81, "word": " الرحمن", "probability": 0.9404296875}, {"start": 5.81, "end": 6.13, "word": " الرحيم", "probability": 0.9925130208333334}, {"start": 6.13, "end": 6.45, "word": " والصلاة", "probability": 0.8812255859375}, {"start": 6.45, "end": 6.77, "word": " والسلام", "probability": 0.93505859375}, {"start": 6.77, "end": 6.93, "word": " علي", "probability": 0.44287109375}, {"start": 6.93, "end": 7.15, "word": " أشرف", "probability": 0.9454752604166666}, {"start": 7.15, "end": 7.45, "word": " الأنبياء", "probability": 0.9815673828125}, {"start": 7.45, "end": 7.89, "word": " والمرسلين", "probability": 0.7610880533854166}, {"start": 7.89, "end": 8.23, "word": " سيدنا", "probability": 0.92919921875}, {"start": 8.23, "end": 8.77, "word": " محمد", "probability": 0.9765625}, {"start": 8.77, "end": 10.83, "word": " نكمل", "probability": 0.741455078125}, {"start": 10.83, "end": 11.75, "word": " موضوعنا", "probability": 0.99228515625}, {"start": 11.75, "end": 12.03, "word": " في", "probability": 0.9833984375}, {"start": 12.03, "end": 13.15, "word": " عملية", "probability": 0.8155110677083334}, {"start": 13.15, "end": 13.33, "word": " ال", "probability": 0.82568359375}, {"start": 13.33, "end": 13.69, "word": " search", "probability": 0.6728515625}, {"start": 13.69, "end": 13.91, "word": " و", "probability": 0.6689453125}, {"start": 13.91, "end": 14.01, "word": " اللي", "probability": 0.79541015625}, {"start": 14.01, "end": 14.33, "word": " بدأنا", "probability": 0.9949544270833334}, {"start": 14.33, "end": 14.73, "word": " نتحدث", "probability": 0.9813232421875}, {"start": 14.73, "end": 15.05, "word": " فيها", "probability": 0.98779296875}, {"start": 15.05, "end": 15.23, "word": " في", "probability": 0.97802734375}, {"start": 15.23, "end": 15.77, "word": " مساقنا", "probability": 0.76800537109375}, {"start": 15.77, "end": 16.67, "word": " لهذا", "probability": 0.97021484375}, {"start": 16.67, "end": 17.19, "word": " الفصل", "probability": 0.960693359375}, {"start": 17.19, "end": 17.39, "word": " و", "probability": 0.76611328125}, {"start": 17.39, "end": 17.43, "word": " اللي", "probability": 0.879150390625}, {"start": 17.43, "end": 17.55, "word": " هو", "probability": 0.98583984375}, {"start": 17.55, "end": 17.65, "word": " ال", "probability": 0.91015625}, {"start": 17.65, "end": 17.85, "word": " expert", "probability": 0.399169921875}, {"start": 17.85, "end": 18.41, "word": " systems", "probability": 0.908203125}, {"start": 18.41, "end": 20.49, "word": " تحدثنا", "probability": 0.9227294921875}, {"start": 20.49, "end": 20.81, "word": " عن", "probability": 0.9814453125}, {"start": 20.81, "end": 21.39, "word": " عملية", "probability": 0.9939778645833334}, {"start": 21.39, "end": 21.55, "word": " ال", "probability": 0.96826171875}, {"start": 21.55, "end": 21.71, "word": " search", "probability": 0.98779296875}, {"start": 21.71, "end": 21.81, "word": " و", "probability": 0.9501953125}, {"start": 21.81, "end": 22.39, "word": " قسمناها", "probability": 0.8590087890625}, {"start": 22.39, "end": 22.65, "word": " ل", "probability": 0.94384765625}, {"start": 22.65, "end": 23.53, "word": " uninformed", "probability": 0.6861572265625}, {"start": 23.53, "end": 24.73, "word": " strategies", "probability": 0.82421875}, {"start": 24.73, "end": 25.09, "word": " و", "probability": 0.9873046875}, {"start": 25.09, "end": 25.65, "word": " informed", "probability": 0.69775390625}, {"start": 25.65, "end": 26.47, "word": " strategies", "probability": 0.8486328125}, {"start": 26.47, "end": 26.97, "word": " و", "probability": 0.8681640625}, {"start": 26.97, "end": 27.41, "word": " المرة", "probability": 0.896240234375}, {"start": 27.41, "end": 28.03, "word": " السابقة", "probability": 0.9884440104166666}, {"start": 28.03, "end": 28.25, "word": " كنا", "probability": 0.99267578125}, {"start": 28.25, "end": 28.73, "word": " بنتحدث", "probability": 0.81842041015625}, {"start": 28.73, "end": 28.85, "word": " عن", "probability": 0.99609375}, {"start": 28.85, "end": 28.95, "word": " ال", "probability": 0.98291015625}, {"start": 28.95, "end": 29.29, "word": " informed", "probability": 0.366455078125}, {"start": 29.29, "end": 29.85, "word": " strategies", "probability": 0.9052734375}], "temperature": 1.0}, {"id": 2, "seek": 5799, "start": 31.63, "end": 57.99, "text": "ووصلنا لمرحلة أنه بدأنا نتحدث عن حاجة اللي هي علاقة بال local search ال local search بمعنى أنه ممكن يكون عند ال function فيها أكتر من حل أو أكتر من optimal بالمعنى الرياضي للكلمة ك optimal أي حاجة بقدر أسميها optimal maximum أو minimum إذا كانت هي أفضل من النقطين اللي حواليها بمعنى أنه هنا فيها نقطة بسميها optimal", "tokens": [2407, 2407, 36520, 8315, 32767, 2288, 5016, 37977, 14739, 3224, 47525, 10721, 8315, 8717, 2655, 24401, 12984, 18871, 11331, 26108, 3660, 13672, 1829, 39896, 11203, 995, 28671, 20666, 2654, 3164, 2423, 2654, 3164, 4724, 2304, 3615, 1863, 7578, 14739, 3224, 3714, 43020, 7251, 30544, 43242, 2423, 2445, 8978, 11296, 5551, 4117, 2655, 2288, 9154, 11331, 1211, 34051, 5551, 4117, 2655, 2288, 9154, 16252, 20666, 2304, 3615, 1863, 7578, 2423, 16572, 46958, 1829, 5296, 23275, 19528, 3660, 9122, 16252, 36632, 11331, 26108, 3660, 4724, 28543, 2288, 5551, 38251, 1829, 11296, 16252, 6674, 34051, 7285, 11933, 15730, 25961, 2655, 39896, 5551, 5172, 11242, 1211, 9154, 28239, 47432, 9957, 13672, 1829, 11331, 2407, 6027, 1829, 11296, 4724, 2304, 3615, 1863, 7578, 14739, 3224, 34105, 8978, 11296, 8717, 47432, 3660, 4724, 38251, 1829, 11296, 16252], "avg_logprob": -0.10878314698735873, "compression_ratio": 1.9157088122605364, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 31.630000000000003, "end": 32.39, "word": "ووصلنا", "probability": 0.9510498046875}, {"start": 32.39, "end": 33.15, "word": " لمرحلة", "probability": 0.91796875}, {"start": 33.15, "end": 33.53, "word": " أنه", "probability": 0.6927490234375}, {"start": 33.53, "end": 33.87, "word": " بدأنا", "probability": 0.9939778645833334}, {"start": 33.87, "end": 34.47, "word": " نتحدث", "probability": 0.9932861328125}, {"start": 34.47, "end": 34.75, "word": " عن", "probability": 0.99267578125}, {"start": 34.75, "end": 35.41, "word": " حاجة", "probability": 0.9954427083333334}, {"start": 35.41, "end": 35.53, "word": " اللي", "probability": 0.80029296875}, {"start": 35.53, "end": 35.61, "word": " هي", "probability": 0.204345703125}, {"start": 35.61, "end": 35.95, "word": " علاقة", "probability": 0.9680989583333334}, {"start": 35.95, "end": 36.13, "word": " بال", "probability": 0.9775390625}, {"start": 36.13, "end": 36.55, "word": " local", "probability": 0.66748046875}, {"start": 36.55, "end": 37.49, "word": " search", "probability": 0.98583984375}, {"start": 37.49, "end": 37.83, "word": " ال", "probability": 0.95703125}, {"start": 37.83, "end": 38.03, "word": " local", "probability": 0.849609375}, {"start": 38.03, "end": 38.43, "word": " search", "probability": 0.98876953125}, {"start": 38.43, "end": 38.89, "word": " بمعنى", "probability": 0.947265625}, {"start": 38.89, "end": 39.07, "word": " أنه", "probability": 0.6142578125}, {"start": 39.07, "end": 39.27, "word": " ممكن", "probability": 0.92041015625}, {"start": 39.27, "end": 39.49, "word": " يكون", "probability": 0.977783203125}, {"start": 39.49, "end": 39.63, "word": " عند", "probability": 0.8544921875}, {"start": 39.63, "end": 39.75, "word": " ال", "probability": 0.5634765625}, {"start": 39.75, "end": 40.13, "word": " function", "probability": 0.9541015625}, {"start": 40.13, "end": 40.43, "word": " فيها", "probability": 0.984130859375}, {"start": 40.43, "end": 40.79, "word": " أكتر", "probability": 0.9630126953125}, {"start": 40.79, "end": 41.35, "word": " من", "probability": 0.99560546875}, {"start": 41.35, "end": 42.33, "word": " حل", "probability": 0.98291015625}, {"start": 42.33, "end": 43.31, "word": " أو", "probability": 0.853515625}, {"start": 43.31, "end": 43.79, "word": " أكتر", "probability": 0.983642578125}, {"start": 43.79, "end": 43.93, "word": " من", "probability": 0.99365234375}, {"start": 43.93, "end": 44.35, "word": " optimal", "probability": 0.93212890625}, {"start": 44.35, "end": 45.33, "word": " بالمعنى", "probability": 0.9515625}, {"start": 45.33, "end": 46.37, "word": " الرياضي", "probability": 0.8685302734375}, {"start": 46.37, "end": 47.45, "word": " للكلمة", "probability": 0.77667236328125}, {"start": 47.45, "end": 47.75, "word": " ك", "probability": 0.900390625}, {"start": 47.75, "end": 48.31, "word": " optimal", "probability": 0.75732421875}, {"start": 48.31, "end": 48.91, "word": " أي", "probability": 0.5244140625}, {"start": 48.91, "end": 49.19, "word": " حاجة", "probability": 0.9982096354166666}, {"start": 49.19, "end": 49.49, "word": " بقدر", "probability": 0.9894205729166666}, {"start": 49.49, "end": 49.89, "word": " أسميها", "probability": 0.9251708984375}, {"start": 49.89, "end": 50.25, "word": " optimal", "probability": 0.95556640625}, {"start": 50.25, "end": 51.11, "word": " maximum", "probability": 0.7412109375}, {"start": 51.11, "end": 51.35, "word": " أو", "probability": 0.91748046875}, {"start": 51.35, "end": 51.73, "word": " minimum", "probability": 0.98291015625}, {"start": 51.73, "end": 52.25, "word": " إذا", "probability": 0.94482421875}, {"start": 52.25, "end": 52.57, "word": " كانت", "probability": 0.991455078125}, {"start": 52.57, "end": 52.67, "word": " هي", "probability": 0.8525390625}, {"start": 52.67, "end": 53.03, "word": " أفضل", "probability": 0.996337890625}, {"start": 53.03, "end": 53.15, "word": " من", "probability": 0.99658203125}, {"start": 53.15, "end": 53.65, "word": " النقطين", "probability": 0.93896484375}, {"start": 53.65, "end": 53.81, "word": " اللي", "probability": 0.98876953125}, {"start": 53.81, "end": 54.35, "word": " حواليها", "probability": 0.941015625}, {"start": 54.35, "end": 55.01, "word": " بمعنى", "probability": 0.971484375}, {"start": 55.01, "end": 55.23, "word": " أنه", "probability": 0.81494140625}, {"start": 55.23, "end": 55.37, "word": " هنا", "probability": 0.95947265625}, {"start": 55.37, "end": 55.61, "word": " فيها", "probability": 0.83984375}, {"start": 55.61, "end": 56.33, "word": " نقطة", "probability": 0.773193359375}, {"start": 56.33, "end": 57.11, "word": " بسميها", "probability": 0.98095703125}, {"start": 57.11, "end": 57.99, "word": " optimal", "probability": 0.92529296875}], "temperature": 1.0}, {"id": 3, "seek": 8448, "start": 59.8, "end": 84.48, "text": "هنا ال optimal تحديدا بتروح ل maximum او ممكن تكون بهذا الشكل ف ال optimal هنا هتكون minimum القصد ان ال minimum او ال maximum هي افضل من النقطين اللي حواليها من نقطة قبلها و نقطة بعدها فبقدر اسميها local بصفة عامة طيب مجموعة ال local optimal", "tokens": [3224, 8315, 2423, 16252, 6055, 5016, 16254, 28259, 39894, 32887, 5016, 5296, 6674, 1975, 2407, 3714, 43020, 6055, 30544, 39627, 15730, 25124, 28820, 6156, 2423, 16252, 34105, 8032, 2655, 30544, 7285, 25062, 9381, 3215, 16472, 2423, 7285, 1975, 2407, 2423, 6674, 39896, 1975, 5172, 11242, 1211, 9154, 28239, 47432, 9957, 13672, 1829, 11331, 2407, 6027, 1829, 11296, 9154, 8717, 47432, 3660, 12174, 36150, 11296, 4032, 8717, 47432, 3660, 39182, 11296, 6156, 3555, 28543, 2288, 24525, 2304, 1829, 11296, 2654, 4724, 9381, 5172, 3660, 6225, 10943, 3660, 23032, 1829, 3555, 3714, 7435, 2304, 2407, 27884, 2423, 2654, 16252], "avg_logprob": -0.12994259595870972, "compression_ratio": 1.8309178743961352, "no_speech_prob": 1.3113021850585938e-06, "words": [{"start": 59.8, "end": 60.2, "word": "هنا", "probability": 0.767822265625}, {"start": 60.2, "end": 60.32, "word": " ال", "probability": 0.955078125}, {"start": 60.32, "end": 60.58, "word": " optimal", "probability": 0.8720703125}, {"start": 60.58, "end": 61.22, "word": " تحديدا", "probability": 0.847412109375}, {"start": 61.22, "end": 61.96, "word": " بتروح", "probability": 0.9099934895833334}, {"start": 61.96, "end": 62.2, "word": " ل", "probability": 0.87451171875}, {"start": 62.2, "end": 62.78, "word": " maximum", "probability": 0.39453125}, {"start": 62.78, "end": 64.4, "word": " او", "probability": 0.6932373046875}, {"start": 64.4, "end": 64.74, "word": " ممكن", "probability": 0.9609375}, {"start": 64.74, "end": 65.04, "word": " تكون", "probability": 0.97021484375}, {"start": 65.04, "end": 65.44, "word": " بهذا", "probability": 0.94775390625}, {"start": 65.44, "end": 66.48, "word": " الشكل", "probability": 0.990966796875}, {"start": 66.48, "end": 66.84, "word": " ف", "probability": 0.9052734375}, {"start": 66.84, "end": 67.18, "word": " ال", "probability": 0.427490234375}, {"start": 67.18, "end": 67.62, "word": " optimal", "probability": 0.9345703125}, {"start": 67.62, "end": 67.98, "word": " هنا", "probability": 0.9326171875}, {"start": 67.98, "end": 69.34, "word": " هتكون", "probability": 0.8917643229166666}, {"start": 69.34, "end": 69.92, "word": " minimum", "probability": 0.9609375}, {"start": 69.92, "end": 71.38, "word": " القصد", "probability": 0.9739583333333334}, {"start": 71.38, "end": 71.56, "word": " ان", "probability": 0.853515625}, {"start": 71.56, "end": 71.7, "word": " ال", "probability": 0.7734375}, {"start": 71.7, "end": 72.04, "word": " minimum", "probability": 0.9892578125}, {"start": 72.04, "end": 72.42, "word": " او", "probability": 0.9638671875}, {"start": 72.42, "end": 72.54, "word": " ال", "probability": 0.9267578125}, {"start": 72.54, "end": 72.92, "word": " maximum", "probability": 0.982421875}, {"start": 72.92, "end": 73.44, "word": " هي", "probability": 0.861328125}, {"start": 73.44, "end": 74.12, "word": " افضل", "probability": 0.9656982421875}, {"start": 74.12, "end": 74.54, "word": " من", "probability": 0.9931640625}, {"start": 74.54, "end": 75.82, "word": " النقطين", "probability": 0.85009765625}, {"start": 75.82, "end": 76.0, "word": " اللي", "probability": 0.910400390625}, {"start": 76.0, "end": 76.44, "word": " حواليها", "probability": 0.90576171875}, {"start": 76.44, "end": 76.58, "word": " من", "probability": 0.65673828125}, {"start": 76.58, "end": 76.86, "word": " نقطة", "probability": 0.9825846354166666}, {"start": 76.86, "end": 77.18, "word": " قبلها", "probability": 0.98681640625}, {"start": 77.18, "end": 77.24, "word": " و", "probability": 0.9453125}, {"start": 77.24, "end": 77.68, "word": " نقطة", "probability": 0.8997395833333334}, {"start": 77.68, "end": 78.34, "word": " بعدها", "probability": 0.94287109375}, {"start": 78.34, "end": 78.78, "word": " فبقدر", "probability": 0.9354248046875}, {"start": 78.78, "end": 79.36, "word": " اسميها", "probability": 0.84820556640625}, {"start": 79.36, "end": 80.02, "word": " local", "probability": 0.900390625}, {"start": 80.02, "end": 80.9, "word": " بصفة", "probability": 0.9698486328125}, {"start": 80.9, "end": 81.38, "word": " عامة", "probability": 0.9982096354166666}, {"start": 81.38, "end": 81.8, "word": " طيب", "probability": 0.781494140625}, {"start": 81.8, "end": 82.42, "word": " مجموعة", "probability": 0.91572265625}, {"start": 82.42, "end": 82.6, "word": " ال", "probability": 0.9833984375}, {"start": 82.6, "end": 82.92, "word": " local", "probability": 0.8505859375}, {"start": 82.92, "end": 84.48, "word": " optimal", "probability": 0.49072265625}], "temperature": 1.0}, {"id": 4, "seek": 9969, "start": 85.33, "end": 99.69, "text": "بكون في واحدة منهم the best one، the best one هذه بنسميها ال global، و الحقيقة لما اتحدثنا المرة السابقة و كنا بنتكلم عن ال hill climbing search وجدنا انه احنا هنقع في عملية ال local أو ال localization", "tokens": [3555, 30544, 8978, 36764, 24401, 3660, 9154, 16095, 264, 1151, 472, 12399, 264, 1151, 472, 29538, 44945, 38251, 1829, 11296, 2423, 4338, 12399, 4032, 21542, 38436, 28671, 5296, 15042, 1975, 2655, 24401, 12984, 8315, 9673, 25720, 21136, 16758, 28671, 4032, 9122, 8315, 44945, 2655, 4117, 19528, 18871, 2423, 10997, 14780, 3164, 49610, 3215, 8315, 16472, 3224, 1975, 5016, 8315, 8032, 1863, 4587, 3615, 8978, 6225, 42213, 10632, 2423, 2654, 34051, 2423, 2654, 2144], "avg_logprob": -0.1719805797612345, "compression_ratio": 1.5618556701030928, "no_speech_prob": 8.344650268554688e-07, "words": [{"start": 85.33, "end": 85.67, "word": "بكون", "probability": 0.892333984375}, {"start": 85.67, "end": 85.81, "word": " في", "probability": 0.93115234375}, {"start": 85.81, "end": 86.21, "word": " واحدة", "probability": 0.97021484375}, {"start": 86.21, "end": 86.91, "word": " منهم", "probability": 0.9951171875}, {"start": 86.91, "end": 87.17, "word": " the", "probability": 0.78515625}, {"start": 87.17, "end": 87.45, "word": " best", "probability": 0.92822265625}, {"start": 87.45, "end": 87.93, "word": " one،", "probability": 0.6807861328125}, {"start": 87.93, "end": 88.05, "word": " the", "probability": 0.7763671875}, {"start": 88.05, "end": 88.29, "word": " best", "probability": 0.93798828125}, {"start": 88.29, "end": 88.51, "word": " one", "probability": 0.96630859375}, {"start": 88.51, "end": 88.69, "word": " هذه", "probability": 0.4560546875}, {"start": 88.69, "end": 89.15, "word": " بنسميها", "probability": 0.93408203125}, {"start": 89.15, "end": 89.23, "word": " ال", "probability": 0.464599609375}, {"start": 89.23, "end": 89.87, "word": " global،", "probability": 0.624755859375}, {"start": 89.87, "end": 89.95, "word": " و", "probability": 0.37451171875}, {"start": 89.95, "end": 90.29, "word": " الحقيقة", "probability": 0.96826171875}, {"start": 90.29, "end": 90.45, "word": " لما", "probability": 0.914794921875}, {"start": 90.45, "end": 90.91, "word": " اتحدثنا", "probability": 0.88525390625}, {"start": 90.91, "end": 91.17, "word": " المرة", "probability": 0.952880859375}, {"start": 91.17, "end": 91.69, "word": " السابقة", "probability": 0.9905598958333334}, {"start": 91.69, "end": 92.15, "word": " و", "probability": 0.84619140625}, {"start": 92.15, "end": 92.31, "word": " كنا", "probability": 0.97607421875}, {"start": 92.31, "end": 92.71, "word": " بنتكلم", "probability": 0.8975830078125}, {"start": 92.71, "end": 92.89, "word": " عن", "probability": 0.9931640625}, {"start": 92.89, "end": 93.41, "word": " ال", "probability": 0.96044921875}, {"start": 93.41, "end": 93.57, "word": " hill", "probability": 0.88623046875}, {"start": 93.57, "end": 94.11, "word": " climbing", "probability": 0.9267578125}, {"start": 94.11, "end": 94.93, "word": " search", "probability": 0.315673828125}, {"start": 94.93, "end": 95.85, "word": " وجدنا", "probability": 0.7652994791666666}, {"start": 95.85, "end": 96.33, "word": " انه", "probability": 0.6937255859375}, {"start": 96.33, "end": 96.81, "word": " احنا", "probability": 0.9651692708333334}, {"start": 96.81, "end": 97.65, "word": " هنقع", "probability": 0.96240234375}, {"start": 97.65, "end": 97.77, "word": " في", "probability": 0.95703125}, {"start": 97.77, "end": 98.11, "word": " عملية", "probability": 0.9833984375}, {"start": 98.11, "end": 98.27, "word": " ال", "probability": 0.99169921875}, {"start": 98.27, "end": 98.55, "word": " local", "probability": 0.82666015625}, {"start": 98.55, "end": 98.91, "word": " أو", "probability": 0.57763671875}, {"start": 98.91, "end": 98.99, "word": " ال", "probability": 0.98046875}, {"start": 98.99, "end": 99.69, "word": " localization", "probability": 0.817626953125}], "temperature": 1.0}, {"id": 5, "seek": 12290, "start": 100.54, "end": 122.9, "text": "فصار بدنا قلية نطلع منها ال simulated annealing ال search الحقيقة المفروض ان هي strategy برضه اتحاول اتعالجلنا هذا الموضوع فبكل بساطة الفكرة من هذا .. من هذا التكنيك او هذه الاستراتيجية هي عملية ان انا احاول اطلع من ال local Maxima", "tokens": [5172, 9381, 9640, 47525, 8315, 12174, 1211, 10632, 8717, 9566, 1211, 3615, 9154, 11296, 2423, 41713, 22256, 4270, 2423, 3164, 21542, 38436, 28671, 9673, 5172, 32887, 11242, 16472, 39896, 5206, 4724, 43042, 3224, 1975, 2655, 5016, 995, 12610, 1975, 2655, 3615, 6027, 7435, 1211, 8315, 23758, 9673, 2407, 11242, 45367, 6156, 3555, 28820, 4724, 3794, 41193, 3660, 27188, 4117, 25720, 9154, 23758, 4386, 9154, 23758, 16712, 19452, 1829, 4117, 1975, 2407, 29538, 42963, 14851, 2288, 9307, 1829, 7435, 10632, 39896, 6225, 42213, 10632, 16472, 1975, 8315, 1975, 5016, 995, 12610, 1975, 9566, 1211, 3615, 9154, 2423, 2654, 7402, 4775], "avg_logprob": -0.14117187559604644, "compression_ratio": 1.6419213973799127, "no_speech_prob": 8.344650268554688e-07, "words": [{"start": 100.54, "end": 101.52, "word": "فصار", "probability": 0.9114583333333334}, {"start": 101.52, "end": 101.92, "word": " بدنا", "probability": 0.97900390625}, {"start": 101.92, "end": 102.42, "word": " قلية", "probability": 0.577392578125}, {"start": 102.42, "end": 102.8, "word": " نطلع", "probability": 0.9896240234375}, {"start": 102.8, "end": 103.16, "word": " منها", "probability": 0.99658203125}, {"start": 103.16, "end": 104.2, "word": " ال", "probability": 0.7822265625}, {"start": 104.2, "end": 104.8, "word": " simulated", "probability": 0.958984375}, {"start": 104.8, "end": 105.44, "word": " annealing", "probability": 0.97119140625}, {"start": 105.44, "end": 105.8, "word": " ال", "probability": 0.7314453125}, {"start": 105.8, "end": 106.36, "word": " search", "probability": 0.95361328125}, {"start": 106.36, "end": 106.98, "word": " الحقيقة", "probability": 0.94287109375}, {"start": 106.98, "end": 107.3, "word": " المفروض", "probability": 0.9937744140625}, {"start": 107.3, "end": 107.4, "word": " ان", "probability": 0.4072265625}, {"start": 107.4, "end": 107.54, "word": " هي", "probability": 0.57568359375}, {"start": 107.54, "end": 108.08, "word": " strategy", "probability": 0.716796875}, {"start": 108.08, "end": 108.88, "word": " برضه", "probability": 0.9695638020833334}, {"start": 108.88, "end": 109.5, "word": " اتحاول", "probability": 0.96923828125}, {"start": 109.5, "end": 110.06, "word": " اتعالجلنا", "probability": 0.7866036551339286}, {"start": 110.06, "end": 110.26, "word": " هذا", "probability": 0.974609375}, {"start": 110.26, "end": 110.82, "word": " الموضوع", "probability": 0.9989013671875}, {"start": 110.82, "end": 111.92, "word": " فبكل", "probability": 0.94677734375}, {"start": 111.92, "end": 112.52, "word": " بساطة", "probability": 0.992919921875}, {"start": 112.52, "end": 113.88, "word": " الفكرة", "probability": 0.9853515625}, {"start": 113.88, "end": 114.38, "word": " من", "probability": 0.99365234375}, {"start": 114.38, "end": 114.74, "word": " هذا", "probability": 0.95703125}, {"start": 114.74, "end": 114.94, "word": " ..", "probability": 0.59375}, {"start": 114.94, "end": 115.18, "word": " من", "probability": 0.95361328125}, {"start": 115.18, "end": 115.5, "word": " هذا", "probability": 0.7548828125}, {"start": 115.5, "end": 115.92, "word": " التكنيك", "probability": 0.7581787109375}, {"start": 115.92, "end": 116.04, "word": " او", "probability": 0.8330078125}, {"start": 116.04, "end": 116.26, "word": " هذه", "probability": 0.95361328125}, {"start": 116.26, "end": 117.06, "word": " الاستراتيجية", "probability": 0.8875209263392857}, {"start": 117.06, "end": 117.6, "word": " هي", "probability": 0.916015625}, {"start": 117.6, "end": 118.08, "word": " عملية", "probability": 0.98291015625}, {"start": 118.08, "end": 118.22, "word": " ان", "probability": 0.84228515625}, {"start": 118.22, "end": 118.42, "word": " انا", "probability": 0.837158203125}, {"start": 118.42, "end": 118.92, "word": " احاول", "probability": 0.954833984375}, {"start": 118.92, "end": 120.5, "word": " اطلع", "probability": 0.9681396484375}, {"start": 120.5, "end": 120.86, "word": " من", "probability": 0.998046875}, {"start": 120.86, "end": 121.22, "word": " ال", "probability": 0.98828125}, {"start": 121.22, "end": 121.64, "word": " local", "probability": 0.85107421875}, {"start": 121.64, "end": 122.9, "word": " Maxima", "probability": 0.658203125}], "temperature": 1.0}, {"id": 6, "seek": 14666, "start": 123.37, "end": 146.67, "text": "على اعتبار ان احنا المرة السابقة كنا بنتحدث عن ال hill climbing فانا بتكلم عن maximization بدور على ال maximum او ال peak ال maximum peak كويس كيف ممكن نعمل عملية الخروج من ال local maxima من خلال ال algorithm التالي و اللي بنقدر نسميه ك function هو simulated annealing", "tokens": [3615, 23942, 1975, 34268, 3555, 9640, 16472, 1975, 5016, 8315, 9673, 25720, 21136, 16758, 28671, 9122, 8315, 44945, 2655, 24401, 12984, 18871, 2423, 10997, 14780, 6156, 7649, 995, 39894, 4117, 19528, 18871, 5138, 2144, 4724, 3215, 13063, 15844, 2423, 6674, 1975, 2407, 2423, 10651, 2423, 6674, 10651, 9122, 45865, 3794, 9122, 33911, 3714, 43020, 8717, 25957, 1211, 6225, 42213, 10632, 33962, 2288, 29245, 9154, 2423, 2654, 5138, 64, 9154, 16490, 1211, 6027, 2423, 9284, 16712, 6027, 1829, 4032, 13672, 1829, 44945, 28543, 2288, 8717, 38251, 1829, 3224, 9122, 2445, 31439, 41713, 22256, 4270], "avg_logprob": -0.14935172634555938, "compression_ratio": 1.6541666666666666, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 123.37, "end": 123.71, "word": "على", "probability": 0.801025390625}, {"start": 123.71, "end": 124.03, "word": " اعتبار", "probability": 0.9427490234375}, {"start": 124.03, "end": 124.15, "word": " ان", "probability": 0.61376953125}, {"start": 124.15, "end": 124.33, "word": " احنا", "probability": 0.8619791666666666}, {"start": 124.33, "end": 124.57, "word": " المرة", "probability": 0.803466796875}, {"start": 124.57, "end": 125.07, "word": " السابقة", "probability": 0.9130859375}, {"start": 125.07, "end": 125.33, "word": " كنا", "probability": 0.965576171875}, {"start": 125.33, "end": 125.87, "word": " بنتحدث", "probability": 0.8658447265625}, {"start": 125.87, "end": 126.09, "word": " عن", "probability": 0.984375}, {"start": 126.09, "end": 126.65, "word": " ال", "probability": 0.94775390625}, {"start": 126.65, "end": 126.79, "word": " hill", "probability": 0.130126953125}, {"start": 126.79, "end": 127.21, "word": " climbing", "probability": 0.9052734375}, {"start": 127.21, "end": 127.53, "word": " فانا", "probability": 0.94580078125}, {"start": 127.53, "end": 128.07, "word": " بتكلم", "probability": 0.9322916666666666}, {"start": 128.07, "end": 128.37, "word": " عن", "probability": 0.9912109375}, {"start": 128.37, "end": 129.53, "word": " maximization", "probability": 0.769775390625}, {"start": 129.53, "end": 130.25, "word": " بدور", "probability": 0.7325846354166666}, {"start": 130.25, "end": 130.51, "word": " على", "probability": 0.9072265625}, {"start": 130.51, "end": 131.03, "word": " ال", "probability": 0.888671875}, {"start": 131.03, "end": 131.33, "word": " maximum", "probability": 0.97412109375}, {"start": 131.33, "end": 131.61, "word": " او", "probability": 0.8232421875}, {"start": 131.61, "end": 131.73, "word": " ال", "probability": 0.9658203125}, {"start": 131.73, "end": 132.03, "word": " peak", "probability": 0.81298828125}, {"start": 132.03, "end": 133.33, "word": " ال", "probability": 0.453369140625}, {"start": 133.33, "end": 133.93, "word": " maximum", "probability": 0.919921875}, {"start": 133.93, "end": 134.31, "word": " peak", "probability": 0.88818359375}, {"start": 134.31, "end": 134.95, "word": " كويس", "probability": 0.8914388020833334}, {"start": 134.95, "end": 135.99, "word": " كيف", "probability": 0.794921875}, {"start": 135.99, "end": 136.35, "word": " ممكن", "probability": 0.9912109375}, {"start": 136.35, "end": 137.41, "word": " نعمل", "probability": 0.99365234375}, {"start": 137.41, "end": 138.05, "word": " عملية", "probability": 0.9788411458333334}, {"start": 138.05, "end": 138.59, "word": " الخروج", "probability": 0.90673828125}, {"start": 138.59, "end": 138.87, "word": " من", "probability": 0.99658203125}, {"start": 138.87, "end": 139.59, "word": " ال", "probability": 0.89111328125}, {"start": 139.59, "end": 140.23, "word": " local", "probability": 0.78955078125}, {"start": 140.23, "end": 141.23, "word": " maxima", "probability": 0.7166748046875}, {"start": 141.23, "end": 141.75, "word": " من", "probability": 0.9521484375}, {"start": 141.75, "end": 142.19, "word": " خلال", "probability": 0.9931640625}, {"start": 142.19, "end": 142.61, "word": " ال", "probability": 0.89990234375}, {"start": 142.61, "end": 142.95, "word": " algorithm", "probability": 0.90625}, {"start": 142.95, "end": 143.53, "word": " التالي", "probability": 0.98583984375}, {"start": 143.53, "end": 143.83, "word": " و", "probability": 0.6787109375}, {"start": 143.83, "end": 143.87, "word": " اللي", "probability": 0.945068359375}, {"start": 143.87, "end": 144.19, "word": " بنقدر", "probability": 0.8736979166666666}, {"start": 144.19, "end": 144.65, "word": " نسميه", "probability": 0.991455078125}, {"start": 144.65, "end": 144.73, "word": " ك", "probability": 0.94921875}, {"start": 144.73, "end": 145.11, "word": " function", "probability": 0.8447265625}, {"start": 145.11, "end": 145.39, "word": " هو", "probability": 0.91845703125}, {"start": 145.39, "end": 146.07, "word": " simulated", "probability": 0.9560546875}, {"start": 146.07, "end": 146.67, "word": " annealing", "probability": 0.895263671875}], "temperature": 1.0}, {"id": 7, "seek": 15507, "start": 146.91, "end": 155.07, "text": "هذا بدي اعطيه ال problem و ال problem زي ما قلنا المرة السابقة هي عبارة عن f of x او المعادلة ال objective function", "tokens": [3224, 15730, 4724, 16254, 1975, 3615, 9566, 1829, 3224, 2423, 1154, 4032, 2423, 1154, 30767, 1829, 19446, 12174, 1211, 8315, 9673, 25720, 21136, 16758, 28671, 39896, 6225, 3555, 9640, 3660, 18871, 283, 295, 2031, 1975, 2407, 9673, 3615, 18513, 37977, 2423, 10024, 2445], "avg_logprob": -0.22372159565036948, "compression_ratio": 1.34375, "no_speech_prob": 2.0265579223632812e-06, "words": [{"start": 146.91, "end": 147.45, "word": "هذا", "probability": 0.80029296875}, {"start": 147.45, "end": 147.93, "word": " بدي", "probability": 0.446868896484375}, {"start": 147.93, "end": 148.49, "word": " اعطيه", "probability": 0.89912109375}, {"start": 148.49, "end": 148.67, "word": " ال", "probability": 0.360595703125}, {"start": 148.67, "end": 149.03, "word": " problem", "probability": 0.7802734375}, {"start": 149.03, "end": 149.37, "word": " و", "probability": 0.33056640625}, {"start": 149.37, "end": 149.47, "word": " ال", "probability": 0.71142578125}, {"start": 149.47, "end": 149.83, "word": " problem", "probability": 0.939453125}, {"start": 149.83, "end": 150.33, "word": " زي", "probability": 0.817626953125}, {"start": 150.33, "end": 150.37, "word": " ما", "probability": 0.87255859375}, {"start": 150.37, "end": 150.61, "word": " قلنا", "probability": 0.888671875}, {"start": 150.61, "end": 150.87, "word": " المرة", "probability": 0.8447265625}, {"start": 150.87, "end": 151.33, "word": " السابقة", "probability": 0.9866536458333334}, {"start": 151.33, "end": 151.49, "word": " هي", "probability": 0.73876953125}, {"start": 151.49, "end": 151.77, "word": " عبارة", "probability": 0.9228515625}, {"start": 151.77, "end": 151.89, "word": " عن", "probability": 0.96484375}, {"start": 151.89, "end": 152.05, "word": " f", "probability": 0.7275390625}, {"start": 152.05, "end": 152.19, "word": " of", "probability": 0.42041015625}, {"start": 152.19, "end": 152.49, "word": " x", "probability": 0.84619140625}, {"start": 152.49, "end": 152.99, "word": " او", "probability": 0.8125}, {"start": 152.99, "end": 153.91, "word": " المعادلة", "probability": 0.9761962890625}, {"start": 153.91, "end": 154.21, "word": " ال", "probability": 0.9453125}, {"start": 154.21, "end": 154.55, "word": " objective", "probability": 0.8583984375}, {"start": 154.55, "end": 155.07, "word": " function", "probability": 0.9794921875}], "temperature": 1.0}, {"id": 8, "seek": 18279, "start": 155.79, "end": 182.79, "text": "ال objective function أو ال cost function اللي بدنا نشتغل عليها أو performance function سواء أنا بدور على maximum او minimum فبده minimize فبسميها cost function بده maximize فبسميها performance function تمام و بعدين في end schedule هذه محتاجها التكنيك هذا محتاج التكنيك هذا ببساطة جدا في الحالة اللي هنتحدث عنها اليوم هيكون ال schedule تبعنا", "tokens": [6027, 10024, 2445, 34051, 2423, 2063, 2445, 13672, 1829, 47525, 8315, 8717, 8592, 2655, 17082, 1211, 25894, 11296, 34051, 3389, 2445, 8608, 2407, 16606, 41850, 47525, 13063, 15844, 6674, 1975, 2407, 7285, 6156, 44510, 3224, 17522, 6156, 3555, 38251, 1829, 11296, 2063, 2445, 47525, 3224, 19874, 6156, 3555, 38251, 1829, 11296, 3389, 2445, 46811, 10943, 4032, 39182, 9957, 8978, 917, 7567, 29538, 3714, 33753, 26108, 11296, 16712, 19452, 1829, 4117, 23758, 3714, 33753, 26108, 16712, 19452, 1829, 4117, 23758, 4724, 3555, 3794, 41193, 3660, 10874, 28259, 8978, 21542, 6027, 3660, 13672, 1829, 8032, 29399, 24401, 12984, 18871, 11296, 45595, 20498, 39896, 30544, 2423, 7567, 6055, 3555, 3615, 8315], "avg_logprob": -0.16614105613953475, "compression_ratio": 1.9118773946360152, "no_speech_prob": 1.9550323486328125e-05, "words": [{"start": 155.79, "end": 156.01, "word": "ال", "probability": 0.77392578125}, {"start": 156.01, "end": 156.33, "word": " objective", "probability": 0.66943359375}, {"start": 156.33, "end": 157.09, "word": " function", "probability": 0.97412109375}, {"start": 157.09, "end": 157.27, "word": " أو", "probability": 0.7099609375}, {"start": 157.27, "end": 157.39, "word": " ال", "probability": 0.80419921875}, {"start": 157.39, "end": 157.73, "word": " cost", "probability": 0.8330078125}, {"start": 157.73, "end": 158.39, "word": " function", "probability": 0.96728515625}, {"start": 158.39, "end": 158.81, "word": " اللي", "probability": 0.813720703125}, {"start": 158.81, "end": 159.03, "word": " بدنا", "probability": 0.919189453125}, {"start": 159.03, "end": 159.43, "word": " نشتغل", "probability": 0.99462890625}, {"start": 159.43, "end": 160.05, "word": " عليها", "probability": 0.989501953125}, {"start": 160.05, "end": 160.39, "word": " أو", "probability": 0.69091796875}, {"start": 160.39, "end": 160.85, "word": " performance", "probability": 0.953125}, {"start": 160.85, "end": 161.35, "word": " function", "probability": 0.97265625}, {"start": 161.35, "end": 162.25, "word": " سواء", "probability": 0.9654947916666666}, {"start": 162.25, "end": 162.39, "word": " أنا", "probability": 0.763671875}, {"start": 162.39, "end": 162.71, "word": " بدور", "probability": 0.796142578125}, {"start": 162.71, "end": 162.85, "word": " على", "probability": 0.8857421875}, {"start": 162.85, "end": 163.15, "word": " maximum", "probability": 0.9755859375}, {"start": 163.15, "end": 163.33, "word": " او", "probability": 0.658447265625}, {"start": 163.33, "end": 163.57, "word": " minimum", "probability": 0.96142578125}, {"start": 163.57, "end": 164.89, "word": " فبده", "probability": 0.6688639322916666}, {"start": 164.89, "end": 165.31, "word": " minimize", "probability": 0.61962890625}, {"start": 165.31, "end": 165.93, "word": " فبسميها", "probability": 0.97421875}, {"start": 165.93, "end": 166.23, "word": " cost", "probability": 0.9111328125}, {"start": 166.23, "end": 166.63, "word": " function", "probability": 0.97216796875}, {"start": 166.63, "end": 166.91, "word": " بده", "probability": 0.734375}, {"start": 166.91, "end": 167.29, "word": " maximize", "probability": 0.75}, {"start": 167.29, "end": 167.77, "word": " فبسميها", "probability": 0.854052734375}, {"start": 167.77, "end": 169.27, "word": " performance", "probability": 0.73974609375}, {"start": 169.27, "end": 170.47, "word": " function", "probability": 0.96044921875}, {"start": 170.47, "end": 171.19, "word": " تمام", "probability": 0.92236328125}, {"start": 171.19, "end": 171.51, "word": " و", "probability": 0.48095703125}, {"start": 171.51, "end": 171.79, "word": " بعدين", "probability": 0.9228515625}, {"start": 171.79, "end": 171.91, "word": " في", "probability": 0.95263671875}, {"start": 171.91, "end": 172.05, "word": " end", "probability": 0.27880859375}, {"start": 172.05, "end": 172.61, "word": " schedule", "probability": 0.84912109375}, {"start": 172.61, "end": 173.07, "word": " هذه", "probability": 0.386962890625}, {"start": 173.07, "end": 173.89, "word": " محتاجها", "probability": 0.930908203125}, {"start": 173.89, "end": 175.23, "word": " التكنيك", "probability": 0.85302734375}, {"start": 175.23, "end": 175.47, "word": " هذا", "probability": 0.428955078125}, {"start": 175.47, "end": 176.01, "word": " محتاج", "probability": 0.7725423177083334}, {"start": 176.01, "end": 176.37, "word": " التكنيك", "probability": 0.9437255859375}, {"start": 176.37, "end": 176.53, "word": " هذا", "probability": 0.96484375}, {"start": 176.53, "end": 176.97, "word": " ببساطة", "probability": 0.9552734375}, {"start": 176.97, "end": 177.29, "word": " جدا", "probability": 0.994873046875}, {"start": 177.29, "end": 177.87, "word": " في", "probability": 0.85693359375}, {"start": 177.87, "end": 178.19, "word": " الحالة", "probability": 0.9856770833333334}, {"start": 178.19, "end": 178.29, "word": " اللي", "probability": 0.951904296875}, {"start": 178.29, "end": 178.83, "word": " هنتحدث", "probability": 0.9710693359375}, {"start": 178.83, "end": 179.09, "word": " عنها", "probability": 0.9970703125}, {"start": 179.09, "end": 179.49, "word": " اليوم", "probability": 0.96533203125}, {"start": 179.49, "end": 180.69, "word": " هيكون", "probability": 0.798095703125}, {"start": 180.69, "end": 181.81, "word": " ال", "probability": 0.91259765625}, {"start": 181.81, "end": 182.21, "word": " schedule", "probability": 0.92041015625}, {"start": 182.21, "end": 182.79, "word": " تبعنا", "probability": 0.9031982421875}], "temperature": 1.0}, {"id": 9, "seek": 20324, "start": 185.34, "end": 203.24, "text": "بهذا الشكل تناقصي تناقصية مع ال time وهذه تمثل ال temperature ونشوف كيف بدنا نتحرك ضمن هذا ال schedule بحيث ان هدول ال input لازم يكونوا given", "tokens": [3555, 3224, 15730, 25124, 28820, 6055, 8315, 4587, 9381, 1829, 6055, 8315, 4587, 9381, 10632, 20449, 2423, 565, 37037, 24192, 6055, 2304, 12984, 1211, 2423, 4292, 4032, 1863, 8592, 38688, 9122, 33911, 47525, 8315, 8717, 2655, 5016, 31747, 48812, 27842, 23758, 2423, 7567, 4724, 5016, 1829, 12984, 16472, 8032, 3215, 12610, 2423, 4846, 5296, 31377, 2304, 7251, 30544, 14407, 2212], "avg_logprob": -0.20017929741593657, "compression_ratio": 1.4240506329113924, "no_speech_prob": 5.960464477539062e-07, "words": [{"start": 185.34, "end": 186.06, "word": "بهذا", "probability": 0.8854166666666666}, {"start": 186.06, "end": 186.9, "word": " الشكل", "probability": 0.98095703125}, {"start": 186.9, "end": 188.88, "word": " تناقصي", "probability": 0.93515625}, {"start": 188.88, "end": 191.08, "word": " تناقصية", "probability": 0.776123046875}, {"start": 191.08, "end": 191.26, "word": " مع", "probability": 0.76513671875}, {"start": 191.26, "end": 191.46, "word": " ال", "probability": 0.974609375}, {"start": 191.46, "end": 191.76, "word": " time", "probability": 0.43212890625}, {"start": 191.76, "end": 192.88, "word": " وهذه", "probability": 0.5347900390625}, {"start": 192.88, "end": 193.8, "word": " تمثل", "probability": 0.8333740234375}, {"start": 193.8, "end": 194.74, "word": " ال", "probability": 0.87548828125}, {"start": 194.74, "end": 195.34, "word": " temperature", "probability": 0.89892578125}, {"start": 195.34, "end": 197.64, "word": " ونشوف", "probability": 0.73681640625}, {"start": 197.64, "end": 197.82, "word": " كيف", "probability": 0.97509765625}, {"start": 197.82, "end": 198.12, "word": " بدنا", "probability": 0.7880859375}, {"start": 198.12, "end": 198.94, "word": " نتحرك", "probability": 0.9898681640625}, {"start": 198.94, "end": 199.48, "word": " ضمن", "probability": 0.913818359375}, {"start": 199.48, "end": 199.7, "word": " هذا", "probability": 0.90966796875}, {"start": 199.7, "end": 199.82, "word": " ال", "probability": 0.9326171875}, {"start": 199.82, "end": 200.22, "word": " schedule", "probability": 0.9306640625}, {"start": 200.22, "end": 201.04, "word": " بحيث", "probability": 0.95458984375}, {"start": 201.04, "end": 201.22, "word": " ان", "probability": 0.6611328125}, {"start": 201.22, "end": 201.82, "word": " هدول", "probability": 0.7054036458333334}, {"start": 201.82, "end": 201.94, "word": " ال", "probability": 0.79296875}, {"start": 201.94, "end": 202.34, "word": " input", "probability": 0.986328125}, {"start": 202.34, "end": 202.74, "word": " لازم", "probability": 0.9733072916666666}, {"start": 202.74, "end": 203.02, "word": " يكونوا", "probability": 0.8644205729166666}, {"start": 203.02, "end": 203.24, "word": " given", "probability": 0.90625}], "temperature": 1.0}, {"id": 10, "seek": 22234, "start": 204.14, "end": 222.34, "text": "للطريقة اعطيها ال F of X اللي لازم تحللي ليها و اعطيها ال schedule اللي هتمشي عليه أثناء عملية ال search كويس ال return ايش منتظر اخد منهم؟ هاخد منهم حل لل state تبعتنا او ناخد solution في النهاية ال solution هي ده", "tokens": [1211, 1211, 9566, 16572, 28671, 1975, 3615, 9566, 1829, 11296, 2423, 479, 295, 1783, 13672, 1829, 5296, 31377, 2304, 6055, 5016, 1211, 20292, 32239, 11296, 4032, 1975, 3615, 9566, 1829, 11296, 2423, 7567, 13672, 1829, 8032, 39237, 8592, 1829, 47356, 5551, 12984, 1863, 16606, 6225, 42213, 10632, 2423, 3164, 9122, 45865, 3794, 2423, 2736, 1975, 1829, 8592, 3714, 29399, 19913, 2288, 1975, 9778, 3215, 9154, 16095, 22807, 8032, 47283, 3215, 9154, 16095, 11331, 1211, 24976, 1785, 6055, 3555, 34268, 8315, 1975, 2407, 8717, 47283, 3215, 3827, 8978, 28239, 11296, 10632, 2423, 3827, 39896, 11778, 3224], "avg_logprob": -0.1277669263072312, "compression_ratio": 1.688118811881188, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 204.14, "end": 204.88, "word": "للطريقة", "probability": 0.90302734375}, {"start": 204.88, "end": 205.44, "word": " اعطيها", "probability": 0.872265625}, {"start": 205.44, "end": 205.54, "word": " ال", "probability": 0.8466796875}, {"start": 205.54, "end": 205.64, "word": " F", "probability": 0.4169921875}, {"start": 205.64, "end": 205.8, "word": " of", "probability": 0.775390625}, {"start": 205.8, "end": 206.06, "word": " X", "probability": 0.9609375}, {"start": 206.06, "end": 206.52, "word": " اللي", "probability": 0.9013671875}, {"start": 206.52, "end": 206.8, "word": " لازم", "probability": 0.99072265625}, {"start": 206.8, "end": 207.2, "word": " تحللي", "probability": 0.8287353515625}, {"start": 207.2, "end": 207.58, "word": " ليها", "probability": 0.74169921875}, {"start": 207.58, "end": 207.98, "word": " و", "probability": 0.650390625}, {"start": 207.98, "end": 208.26, "word": " اعطيها", "probability": 0.96552734375}, {"start": 208.26, "end": 208.38, "word": " ال", "probability": 0.8984375}, {"start": 208.38, "end": 208.88, "word": " schedule", "probability": 0.8681640625}, {"start": 208.88, "end": 209.24, "word": " اللي", "probability": 0.946044921875}, {"start": 209.24, "end": 210.06, "word": " هتمشي", "probability": 0.9744873046875}, {"start": 210.06, "end": 210.5, "word": " عليه", "probability": 0.97998046875}, {"start": 210.5, "end": 210.96, "word": " أثناء", "probability": 0.8814697265625}, {"start": 210.96, "end": 211.36, "word": " عملية", "probability": 0.98486328125}, {"start": 211.36, "end": 211.98, "word": " ال", "probability": 0.9326171875}, {"start": 211.98, "end": 212.24, "word": " search", "probability": 0.982421875}, {"start": 212.24, "end": 212.88, "word": " كويس", "probability": 0.8231608072916666}, {"start": 212.88, "end": 213.42, "word": " ال", "probability": 0.9248046875}, {"start": 213.42, "end": 213.82, "word": " return", "probability": 0.97021484375}, {"start": 213.82, "end": 214.1, "word": " ايش", "probability": 0.8167317708333334}, {"start": 214.1, "end": 214.84, "word": " منتظر", "probability": 0.829345703125}, {"start": 214.84, "end": 215.24, "word": " اخد", "probability": 0.9093424479166666}, {"start": 215.24, "end": 215.86, "word": " منهم؟", "probability": 0.816650390625}, {"start": 215.86, "end": 216.2, "word": " هاخد", "probability": 0.9513346354166666}, {"start": 216.2, "end": 216.46, "word": " منهم", "probability": 0.99462890625}, {"start": 216.46, "end": 216.96, "word": " حل", "probability": 0.985595703125}, {"start": 216.96, "end": 217.66, "word": " لل", "probability": 0.63525390625}, {"start": 217.66, "end": 218.82, "word": " state", "probability": 0.83349609375}, {"start": 218.82, "end": 219.38, "word": " تبعتنا", "probability": 0.9461669921875}, {"start": 219.38, "end": 219.6, "word": " او", "probability": 0.8173828125}, {"start": 219.6, "end": 220.02, "word": " ناخد", "probability": 0.99609375}, {"start": 220.02, "end": 220.58, "word": " solution", "probability": 0.904296875}, {"start": 220.58, "end": 220.76, "word": " في", "probability": 0.8369140625}, {"start": 220.76, "end": 221.16, "word": " النهاية", "probability": 0.9606119791666666}, {"start": 221.16, "end": 221.56, "word": " ال", "probability": 0.74462890625}, {"start": 221.56, "end": 221.86, "word": " solution", "probability": 0.990234375}, {"start": 221.86, "end": 222.08, "word": " هي", "probability": 0.80078125}, {"start": 222.08, "end": 222.34, "word": " ده", "probability": 0.98974609375}], "temperature": 1.0}, {"id": 11, "seek": 24136, "start": 223.1, "end": 241.36, "text": "مجموعة ال input سبعته أول شغلة ال problem زي ما قلنا نعرفهم بشكل أوضح ال problem هذه عبارة عن ال problem نفسها و بعدين في حاجة اسمة schedule ال schedule هذه اللي هي ال map ل ال time و ال temperature او from time to temperature ال time هنا بكل بساطة بقدر أسميه ال iteration", "tokens": [2304, 7435, 2304, 2407, 27884, 2423, 4846, 8608, 3555, 34268, 3224, 5551, 12610, 13412, 17082, 37977, 2423, 1154, 30767, 1829, 19446, 12174, 1211, 8315, 8717, 3615, 28480, 16095, 4724, 8592, 28820, 34051, 11242, 5016, 2423, 1154, 29538, 6225, 3555, 9640, 3660, 18871, 2423, 1154, 8717, 36178, 11296, 4032, 39182, 9957, 8978, 11331, 26108, 3660, 24525, 46007, 7567, 2423, 7567, 29538, 13672, 1829, 39896, 2423, 4471, 5296, 2423, 565, 4032, 2423, 4292, 1975, 2407, 490, 565, 281, 4292, 2423, 565, 34105, 4724, 28820, 4724, 3794, 41193, 3660, 4724, 28543, 2288, 5551, 38251, 1829, 3224, 2423, 24784], "avg_logprob": -0.16813150607049465, "compression_ratio": 1.6923076923076923, "no_speech_prob": 2.3245811462402344e-06, "words": [{"start": 223.1, "end": 223.54, "word": "مجموعة", "probability": 0.9232421875}, {"start": 223.54, "end": 223.64, "word": " ال", "probability": 0.98095703125}, {"start": 223.64, "end": 223.78, "word": " input", "probability": 0.69140625}, {"start": 223.78, "end": 224.2, "word": " سبعته", "probability": 0.5978240966796875}, {"start": 224.2, "end": 224.36, "word": " أول", "probability": 0.86279296875}, {"start": 224.36, "end": 224.62, "word": " شغلة", "probability": 0.7459309895833334}, {"start": 224.62, "end": 224.72, "word": " ال", "probability": 0.57666015625}, {"start": 224.72, "end": 225.06, "word": " problem", "probability": 0.9013671875}, {"start": 225.06, "end": 225.46, "word": " زي", "probability": 0.8994140625}, {"start": 225.46, "end": 225.54, "word": " ما", "probability": 0.97607421875}, {"start": 225.54, "end": 225.88, "word": " قلنا", "probability": 0.9166666666666666}, {"start": 225.88, "end": 226.9, "word": " نعرفهم", "probability": 0.9130859375}, {"start": 226.9, "end": 227.28, "word": " بشكل", "probability": 0.9951171875}, {"start": 227.28, "end": 227.66, "word": " أوضح", "probability": 0.9676106770833334}, {"start": 227.66, "end": 228.0, "word": " ال", "probability": 0.72412109375}, {"start": 228.0, "end": 228.4, "word": " problem", "probability": 0.9521484375}, {"start": 228.4, "end": 228.64, "word": " هذه", "probability": 0.2257080078125}, {"start": 228.64, "end": 228.94, "word": " عبارة", "probability": 0.956787109375}, {"start": 228.94, "end": 229.1, "word": " عن", "probability": 0.9931640625}, {"start": 229.1, "end": 229.22, "word": " ال", "probability": 0.9462890625}, {"start": 229.22, "end": 229.5, "word": " problem", "probability": 0.951171875}, {"start": 229.5, "end": 230.06, "word": " نفسها", "probability": 0.99462890625}, {"start": 230.06, "end": 230.32, "word": " و", "probability": 0.464599609375}, {"start": 230.32, "end": 230.48, "word": " بعدين", "probability": 0.907470703125}, {"start": 230.48, "end": 230.58, "word": " في", "probability": 0.6474609375}, {"start": 230.58, "end": 230.74, "word": " حاجة", "probability": 0.9480794270833334}, {"start": 230.74, "end": 230.92, "word": " اسمة", "probability": 0.733642578125}, {"start": 230.92, "end": 231.54, "word": " schedule", "probability": 0.876953125}, {"start": 231.54, "end": 231.98, "word": " ال", "probability": 0.56787109375}, {"start": 231.98, "end": 232.3, "word": " schedule", "probability": 0.91845703125}, {"start": 232.3, "end": 232.56, "word": " هذه", "probability": 0.6357421875}, {"start": 232.56, "end": 232.68, "word": " اللي", "probability": 0.96826171875}, {"start": 232.68, "end": 232.84, "word": " هي", "probability": 0.9150390625}, {"start": 232.84, "end": 232.98, "word": " ال", "probability": 0.87548828125}, {"start": 232.98, "end": 233.36, "word": " map", "probability": 0.94921875}, {"start": 233.36, "end": 233.88, "word": " ل", "probability": 0.81201171875}, {"start": 233.88, "end": 234.18, "word": " ال", "probability": 0.67431640625}, {"start": 234.18, "end": 234.66, "word": " time", "probability": 0.91455078125}, {"start": 234.66, "end": 235.62, "word": " و", "probability": 0.8701171875}, {"start": 235.62, "end": 235.7, "word": " ال", "probability": 0.94482421875}, {"start": 235.7, "end": 236.16, "word": " temperature", "probability": 0.95751953125}, {"start": 236.16, "end": 236.62, "word": " او", "probability": 0.78857421875}, {"start": 236.62, "end": 237.06, "word": " from", "probability": 0.9443359375}, {"start": 237.06, "end": 237.42, "word": " time", "probability": 0.92041015625}, {"start": 237.42, "end": 237.56, "word": " to", "probability": 0.97998046875}, {"start": 237.56, "end": 238.1, "word": " temperature", "probability": 0.95361328125}, {"start": 238.1, "end": 238.62, "word": " ال", "probability": 0.9609375}, {"start": 238.62, "end": 238.86, "word": " time", "probability": 0.87890625}, {"start": 238.86, "end": 239.1, "word": " هنا", "probability": 0.97802734375}, {"start": 239.1, "end": 239.46, "word": " بكل", "probability": 0.986328125}, {"start": 239.46, "end": 240.0, "word": " بساطة", "probability": 0.9893798828125}, {"start": 240.0, "end": 240.5, "word": " بقدر", "probability": 0.9755859375}, {"start": 240.5, "end": 240.86, "word": " أسميه", "probability": 0.84503173828125}, {"start": 240.86, "end": 240.94, "word": " ال", "probability": 0.955078125}, {"start": 240.94, "end": 241.36, "word": " iteration", "probability": 0.85498046875}], "temperature": 1.0}, {"id": 12, "seek": 27080, "start": 242.46, "end": 270.8, "text": "أو ال loop في عملية ال search زي من المرة السابقة أخدنا برضه كان في عندي loop و بيه عملية بحث أثناء ال loop تمام فإذا هنا ال loop نفسه هنتكلم عنه على أساس إن هو ال small t هذي أو ال time أو ال time طيب إيش المتغيرات اللي المفروض يكونوا موجودين أو ال local variables في كلمة current current أو ال current point ال current point هذه هي ال node اللي احنا الآن هنكون موجودين فيها مرحليا أثناء عملية البحث", "tokens": [10721, 2407, 2423, 6367, 8978, 6225, 42213, 10632, 2423, 3164, 30767, 1829, 9154, 9673, 25720, 21136, 16758, 28671, 5551, 9778, 3215, 8315, 4724, 43042, 3224, 25961, 8978, 18871, 16254, 6367, 4032, 4724, 1829, 3224, 6225, 42213, 10632, 4724, 5016, 12984, 5551, 12984, 1863, 16606, 2423, 6367, 46811, 10943, 6156, 28814, 15730, 34105, 2423, 6367, 8717, 36178, 3224, 8032, 29399, 4117, 19528, 18871, 3224, 15844, 5551, 3794, 32277, 36145, 31439, 2423, 1359, 256, 8032, 8848, 1829, 34051, 2423, 565, 34051, 2423, 565, 23032, 1829, 3555, 11933, 1829, 8592, 9673, 2655, 17082, 13546, 9307, 13672, 1829, 9673, 5172, 32887, 11242, 7251, 30544, 14407, 3714, 29245, 23328, 9957, 34051, 2423, 2654, 9102, 8978, 9122, 19528, 3660, 2190, 2190, 34051, 2423, 2190, 935, 2423, 2190, 935, 8032, 8848, 3224, 39896, 2423, 9984, 13672, 1829, 1975, 5016, 8315, 6024, 48506, 8032, 1863, 30544, 3714, 29245, 23328, 9957, 8978, 11296, 3714, 2288, 5016, 20292, 995, 5551, 12984, 1863, 16606, 6225, 42213, 10632, 29739, 5016, 12984], "avg_logprob": -0.14443359011784196, "compression_ratio": 2.0357142857142856, "no_speech_prob": 2.014636993408203e-05, "words": [{"start": 242.46, "end": 242.76, "word": "أو", "probability": 0.88134765625}, {"start": 242.76, "end": 242.94, "word": " ال", "probability": 0.896484375}, {"start": 242.94, "end": 243.26, "word": " loop", "probability": 0.8310546875}, {"start": 243.26, "end": 243.82, "word": " في", "probability": 0.95068359375}, {"start": 243.82, "end": 244.14, "word": " عملية", "probability": 0.9884440104166666}, {"start": 244.14, "end": 244.32, "word": " ال", "probability": 0.92578125}, {"start": 244.32, "end": 244.6, "word": " search", "probability": 0.97509765625}, {"start": 244.6, "end": 245.08, "word": " زي", "probability": 0.91796875}, {"start": 245.08, "end": 245.22, "word": " من", "probability": 0.2342529296875}, {"start": 245.22, "end": 245.42, "word": " المرة", "probability": 0.782958984375}, {"start": 245.42, "end": 245.84, "word": " السابقة", "probability": 0.9874674479166666}, {"start": 245.84, "end": 246.26, "word": " أخدنا", "probability": 0.9453125}, {"start": 246.26, "end": 246.6, "word": " برضه", "probability": 0.9698893229166666}, {"start": 246.6, "end": 247.16, "word": " كان", "probability": 0.93994140625}, {"start": 247.16, "end": 247.34, "word": " في", "probability": 0.95263671875}, {"start": 247.34, "end": 247.62, "word": " عندي", "probability": 0.796875}, {"start": 247.62, "end": 247.98, "word": " loop", "probability": 0.9326171875}, {"start": 247.98, "end": 248.16, "word": " و", "probability": 0.67333984375}, {"start": 248.16, "end": 248.34, "word": " بيه", "probability": 0.6912434895833334}, {"start": 248.34, "end": 248.76, "word": " عملية", "probability": 0.9923502604166666}, {"start": 248.76, "end": 249.24, "word": " بحث", "probability": 0.9547526041666666}, {"start": 249.24, "end": 249.68, "word": " أثناء", "probability": 0.963134765625}, {"start": 249.68, "end": 250.3, "word": " ال", "probability": 0.947265625}, {"start": 250.3, "end": 250.58, "word": " loop", "probability": 0.99169921875}, {"start": 250.58, "end": 251.38, "word": " تمام", "probability": 0.8515625}, {"start": 251.38, "end": 252.2, "word": " فإذا", "probability": 0.8639322916666666}, {"start": 252.2, "end": 252.58, "word": " هنا", "probability": 0.94287109375}, {"start": 252.58, "end": 252.86, "word": " ال", "probability": 0.98779296875}, {"start": 252.86, "end": 253.06, "word": " loop", "probability": 0.99267578125}, {"start": 253.06, "end": 253.42, "word": " نفسه", "probability": 0.9939778645833334}, {"start": 253.42, "end": 253.9, "word": " هنتكلم", "probability": 0.908447265625}, {"start": 253.9, "end": 254.14, "word": " عنه", "probability": 0.975830078125}, {"start": 254.14, "end": 254.28, "word": " على", "probability": 0.86669921875}, {"start": 254.28, "end": 254.46, "word": " أساس", "probability": 0.9353841145833334}, {"start": 254.46, "end": 254.56, "word": " إن", "probability": 0.2587890625}, {"start": 254.56, "end": 254.82, "word": " هو", "probability": 0.7607421875}, {"start": 254.82, "end": 255.3, "word": " ال", "probability": 0.7900390625}, {"start": 255.3, "end": 255.56, "word": " small", "probability": 0.82861328125}, {"start": 255.56, "end": 255.78, "word": " t", "probability": 0.65771484375}, {"start": 255.78, "end": 256.1, "word": " هذي", "probability": 0.5164388020833334}, {"start": 256.1, "end": 256.26, "word": " أو", "probability": 0.88330078125}, {"start": 256.26, "end": 257.02, "word": " ال", "probability": 0.98095703125}, {"start": 257.02, "end": 257.36, "word": " time", "probability": 0.70556640625}, {"start": 257.36, "end": 257.78, "word": " أو", "probability": 0.62646484375}, {"start": 257.78, "end": 257.88, "word": " ال", "probability": 0.974609375}, {"start": 257.88, "end": 258.14, "word": " time", "probability": 0.7138671875}, {"start": 258.14, "end": 258.6, "word": " طيب", "probability": 0.9239908854166666}, {"start": 258.6, "end": 258.8, "word": " إيش", "probability": 0.811767578125}, {"start": 258.8, "end": 259.44, "word": " المتغيرات", "probability": 0.99287109375}, {"start": 259.44, "end": 259.58, "word": " اللي", "probability": 0.95947265625}, {"start": 259.58, "end": 259.9, "word": " المفروض", "probability": 0.991455078125}, {"start": 259.9, "end": 260.14, "word": " يكونوا", "probability": 0.81494140625}, {"start": 260.14, "end": 260.42, "word": " موجودين", "probability": 0.96044921875}, {"start": 260.42, "end": 260.58, "word": " أو", "probability": 0.75830078125}, {"start": 260.58, "end": 260.66, "word": " ال", "probability": 0.974609375}, {"start": 260.66, "end": 260.86, "word": " local", "probability": 0.8583984375}, {"start": 260.86, "end": 261.78, "word": " variables", "probability": 0.71826171875}, {"start": 261.78, "end": 262.24, "word": " في", "probability": 0.470947265625}, {"start": 262.24, "end": 262.6, "word": " كلمة", "probability": 0.97412109375}, {"start": 262.6, "end": 263.0, "word": " current", "probability": 0.9013671875}, {"start": 263.0, "end": 263.52, "word": " current", "probability": 0.30224609375}, {"start": 263.52, "end": 263.68, "word": " أو", "probability": 0.88916015625}, {"start": 263.68, "end": 263.84, "word": " ال", "probability": 0.78173828125}, {"start": 263.84, "end": 264.04, "word": " current", "probability": 0.93994140625}, {"start": 264.04, "end": 264.56, "word": " point", "probability": 0.9833984375}, {"start": 264.56, "end": 265.02, "word": " ال", "probability": 0.888671875}, {"start": 265.02, "end": 265.24, "word": " current", "probability": 0.943359375}, {"start": 265.24, "end": 265.46, "word": " point", "probability": 0.9912109375}, {"start": 265.46, "end": 265.72, "word": " هذه", "probability": 0.6118977864583334}, {"start": 265.72, "end": 265.94, "word": " هي", "probability": 0.9267578125}, {"start": 265.94, "end": 266.16, "word": " ال", "probability": 0.630859375}, {"start": 266.16, "end": 266.38, "word": " node", "probability": 0.9677734375}, {"start": 266.38, "end": 266.52, "word": " اللي", "probability": 0.994140625}, {"start": 266.52, "end": 266.72, "word": " احنا", "probability": 0.7982584635416666}, {"start": 266.72, "end": 267.16, "word": " الآن", "probability": 0.78271484375}, {"start": 267.16, "end": 267.56, "word": " هنكون", "probability": 0.9444986979166666}, {"start": 267.56, "end": 267.94, "word": " موجودين", "probability": 0.98828125}, {"start": 267.94, "end": 268.24, "word": " فيها", "probability": 0.99462890625}, {"start": 268.24, "end": 269.16, "word": " مرحليا", "probability": 0.96240234375}, {"start": 269.16, "end": 269.88, "word": " أثناء", "probability": 0.98095703125}, {"start": 269.88, "end": 270.42, "word": " عملية", "probability": 0.9954427083333334}, {"start": 270.42, "end": 270.8, "word": " البحث", "probability": 0.9931640625}], "temperature": 1.0}, {"id": 13, "seek": 29679, "start": 271.69, "end": 296.79, "text": "و في next، next هذه المفروضة هي المرشحة انها تكون next نفحصها إذا كانت مناسبة فأصبحت بحولها ل current لاحقا، إذا كانت غير مناسبة لأ تتحولش ل current و بناخد .. بندور على next أخرى أو another next، كويس T ال capital هذه ال temperature و مافيش فيها مشكلة هذه بنعمل controlling على ال probability of downward steps", "tokens": [2407, 8978, 958, 12399, 958, 29538, 9673, 5172, 32887, 11242, 3660, 39896, 9673, 2288, 8592, 5016, 3660, 16472, 11296, 6055, 30544, 958, 8717, 5172, 5016, 9381, 11296, 11933, 15730, 25961, 2655, 3714, 8315, 35457, 3660, 6156, 10721, 9381, 3555, 33753, 4724, 5016, 12610, 11296, 5296, 2190, 20193, 5016, 4587, 995, 12399, 11933, 15730, 25961, 2655, 32771, 13546, 3714, 8315, 35457, 3660, 5296, 10721, 6055, 2655, 5016, 12610, 8592, 5296, 2190, 4032, 44945, 47283, 3215, 4386, 44945, 3215, 13063, 15844, 958, 5551, 34740, 7578, 34051, 1071, 958, 12399, 9122, 45865, 3794, 314, 2423, 4238, 29538, 2423, 4292, 4032, 19446, 41185, 8592, 8978, 11296, 37893, 28820, 3660, 29538, 44945, 25957, 1211, 14905, 15844, 2423, 8482, 295, 24805, 4439], "avg_logprob": -0.20178952482011583, "compression_ratio": 1.6350877192982456, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 271.69, "end": 271.89, "word": "و", "probability": 0.6376953125}, {"start": 271.89, "end": 271.99, "word": " في", "probability": 0.54150390625}, {"start": 271.99, "end": 272.55, "word": " next،", "probability": 0.28973388671875}, {"start": 272.55, "end": 272.89, "word": " next", "probability": 0.88671875}, {"start": 272.89, "end": 273.05, "word": " هذه", "probability": 0.368896484375}, {"start": 273.05, "end": 273.41, "word": " المفروضة", "probability": 0.88115234375}, {"start": 273.41, "end": 273.53, "word": " هي", "probability": 0.50537109375}, {"start": 273.53, "end": 274.31, "word": " المرشحة", "probability": 0.9919921875}, {"start": 274.31, "end": 274.67, "word": " انها", "probability": 0.6483154296875}, {"start": 274.67, "end": 274.95, "word": " تكون", "probability": 0.984130859375}, {"start": 274.95, "end": 275.29, "word": " next", "probability": 0.92919921875}, {"start": 275.29, "end": 276.39, "word": " نفحصها", "probability": 0.856005859375}, {"start": 276.39, "end": 276.89, "word": " إذا", "probability": 0.7294921875}, {"start": 276.89, "end": 277.17, "word": " كانت", "probability": 0.98974609375}, {"start": 277.17, "end": 277.71, "word": " مناسبة", "probability": 0.961669921875}, {"start": 277.71, "end": 278.43, "word": " فأصبحت", "probability": 0.912109375}, {"start": 278.43, "end": 279.03, "word": " بحولها", "probability": 0.915283203125}, {"start": 279.03, "end": 279.15, "word": " ل", "probability": 0.92578125}, {"start": 279.15, "end": 279.41, "word": " current", "probability": 0.9423828125}, {"start": 279.41, "end": 280.45, "word": " لاحقا،", "probability": 0.87197265625}, {"start": 280.45, "end": 280.63, "word": " إذا", "probability": 0.92236328125}, {"start": 280.63, "end": 280.99, "word": " كانت", "probability": 0.9794921875}, {"start": 280.99, "end": 281.29, "word": " غير", "probability": 0.995849609375}, {"start": 281.29, "end": 281.97, "word": " مناسبة", "probability": 0.9774169921875}, {"start": 281.97, "end": 282.33, "word": " لأ", "probability": 0.81787109375}, {"start": 282.33, "end": 282.89, "word": " تتحولش", "probability": 0.9177734375}, {"start": 282.89, "end": 283.01, "word": " ل", "probability": 0.98095703125}, {"start": 283.01, "end": 283.23, "word": " current", "probability": 0.9326171875}, {"start": 283.23, "end": 283.37, "word": " و", "probability": 0.60107421875}, {"start": 283.37, "end": 283.79, "word": " بناخد", "probability": 0.7473958333333334}, {"start": 283.79, "end": 283.87, "word": " ..", "probability": 0.583984375}, {"start": 283.87, "end": 284.31, "word": " بندور", "probability": 0.85205078125}, {"start": 284.31, "end": 284.61, "word": " على", "probability": 0.8681640625}, {"start": 284.61, "end": 285.35, "word": " next", "probability": 0.96826171875}, {"start": 285.35, "end": 286.37, "word": " أخرى", "probability": 0.9783528645833334}, {"start": 286.37, "end": 286.59, "word": " أو", "probability": 0.75048828125}, {"start": 286.59, "end": 286.91, "word": " another", "probability": 0.546875}, {"start": 286.91, "end": 288.17, "word": " next،", "probability": 0.63232421875}, {"start": 288.17, "end": 288.51, "word": " كويس", "probability": 0.9825846354166666}, {"start": 288.51, "end": 289.39, "word": " T", "probability": 0.27783203125}, {"start": 289.39, "end": 289.99, "word": " ال", "probability": 0.77880859375}, {"start": 289.99, "end": 290.33, "word": " capital", "probability": 0.78173828125}, {"start": 290.33, "end": 290.81, "word": " هذه", "probability": 0.31396484375}, {"start": 290.81, "end": 290.93, "word": " ال", "probability": 0.8955078125}, {"start": 290.93, "end": 291.29, "word": " temperature", "probability": 0.92431640625}, {"start": 291.29, "end": 291.79, "word": " و", "probability": 0.8984375}, {"start": 291.79, "end": 292.01, "word": " مافيش", "probability": 0.86572265625}, {"start": 292.01, "end": 292.17, "word": " فيها", "probability": 0.98974609375}, {"start": 292.17, "end": 292.45, "word": " مشكلة", "probability": 0.9768880208333334}, {"start": 292.45, "end": 292.57, "word": " هذه", "probability": 0.59033203125}, {"start": 292.57, "end": 292.83, "word": " بنعمل", "probability": 0.9249674479166666}, {"start": 292.83, "end": 293.31, "word": " controlling", "probability": 0.67333984375}, {"start": 293.31, "end": 293.57, "word": " على", "probability": 0.796875}, {"start": 293.57, "end": 294.03, "word": " ال", "probability": 0.495849609375}, {"start": 294.03, "end": 294.53, "word": " probability", "probability": 0.96044921875}, {"start": 294.53, "end": 294.87, "word": " of", "probability": 0.97998046875}, {"start": 294.87, "end": 295.93, "word": " downward", "probability": 0.9287109375}, {"start": 295.93, "end": 296.79, "word": " steps", "probability": 0.89599609375}], "temperature": 1.0}, {"id": 14, "seek": 31808, "start": 297.52, "end": 318.08, "text": "بحيث أني أتحكم في عملية الخروج من عملية ال localization اللي هنتكلم عنها الآن بنشوفها خلال ال algorithm كيف تمشي مبدأيا كلمة current اللي هو النقطة الحالية أنا وين أبدأ ال search تبعي فهنبدأ من current وهدي بناخدها بشكل initial state لل problem أو randomly", "tokens": [49628, 1829, 12984, 14739, 1829, 5551, 2655, 5016, 24793, 8978, 6225, 42213, 10632, 33962, 2288, 29245, 9154, 6225, 42213, 10632, 2423, 2654, 2144, 13672, 1829, 8032, 29399, 4117, 19528, 18871, 11296, 6024, 48506, 44945, 8592, 38688, 11296, 16490, 1211, 6027, 2423, 9284, 9122, 33911, 46811, 8592, 1829, 3714, 44510, 10721, 25528, 9122, 19528, 3660, 2190, 13672, 1829, 31439, 28239, 47432, 3660, 21542, 6027, 10632, 41850, 4032, 9957, 5551, 44510, 10721, 2423, 3164, 6055, 3555, 3615, 1829, 6156, 3224, 1863, 44510, 10721, 9154, 2190, 37037, 16254, 44945, 47283, 3215, 11296, 4724, 8592, 28820, 5883, 1785, 24976, 1154, 34051, 16979], "avg_logprob": -0.1496212145294806, "compression_ratio": 1.6194331983805668, "no_speech_prob": 4.351139068603516e-06, "words": [{"start": 297.52, "end": 297.96, "word": "بحيث", "probability": 0.9705403645833334}, {"start": 297.96, "end": 298.1, "word": " أني", "probability": 0.508544921875}, {"start": 298.1, "end": 298.68, "word": " أتحكم", "probability": 0.94921875}, {"start": 298.68, "end": 299.12, "word": " في", "probability": 0.96630859375}, {"start": 299.12, "end": 299.7, "word": " عملية", "probability": 0.9482421875}, {"start": 299.7, "end": 301.38, "word": " الخروج", "probability": 0.8712565104166666}, {"start": 301.38, "end": 302.04, "word": " من", "probability": 0.98681640625}, {"start": 302.04, "end": 302.62, "word": " عملية", "probability": 0.9793294270833334}, {"start": 302.62, "end": 302.74, "word": " ال", "probability": 0.9521484375}, {"start": 302.74, "end": 303.28, "word": " localization", "probability": 0.59710693359375}, {"start": 303.28, "end": 303.36, "word": " اللي", "probability": 0.942626953125}, {"start": 303.36, "end": 303.68, "word": " هنتكلم", "probability": 0.73236083984375}, {"start": 303.68, "end": 303.98, "word": " عنها", "probability": 0.99609375}, {"start": 303.98, "end": 304.34, "word": " الآن", "probability": 0.6669921875}, {"start": 304.34, "end": 304.9, "word": " بنشوفها", "probability": 0.950439453125}, {"start": 304.9, "end": 305.64, "word": " خلال", "probability": 0.99267578125}, {"start": 305.64, "end": 305.74, "word": " ال", "probability": 0.9404296875}, {"start": 305.74, "end": 306.06, "word": " algorithm", "probability": 0.81005859375}, {"start": 306.06, "end": 306.3, "word": " كيف", "probability": 0.973388671875}, {"start": 306.3, "end": 306.66, "word": " تمشي", "probability": 0.9718424479166666}, {"start": 306.66, "end": 307.66, "word": " مبدأيا", "probability": 0.84130859375}, {"start": 307.66, "end": 308.1, "word": " كلمة", "probability": 0.9148763020833334}, {"start": 308.1, "end": 308.46, "word": " current", "probability": 0.81005859375}, {"start": 308.46, "end": 308.82, "word": " اللي", "probability": 0.9541015625}, {"start": 308.82, "end": 308.96, "word": " هو", "probability": 0.97021484375}, {"start": 308.96, "end": 309.3, "word": " النقطة", "probability": 0.9855143229166666}, {"start": 309.3, "end": 309.94, "word": " الحالية", "probability": 0.9890950520833334}, {"start": 309.94, "end": 310.76, "word": " أنا", "probability": 0.71533203125}, {"start": 310.76, "end": 310.94, "word": " وين", "probability": 0.617919921875}, {"start": 310.94, "end": 311.54, "word": " أبدأ", "probability": 0.8929036458333334}, {"start": 311.54, "end": 311.88, "word": " ال", "probability": 0.95458984375}, {"start": 311.88, "end": 312.14, "word": " search", "probability": 0.982421875}, {"start": 312.14, "end": 312.48, "word": " تبعي", "probability": 0.96337890625}, {"start": 312.48, "end": 313.0, "word": " فهنبدأ", "probability": 0.85654296875}, {"start": 313.0, "end": 313.18, "word": " من", "probability": 0.96728515625}, {"start": 313.18, "end": 313.86, "word": " current", "probability": 0.953125}, {"start": 313.86, "end": 314.2, "word": " وهدي", "probability": 0.5853271484375}, {"start": 314.2, "end": 314.72, "word": " بناخدها", "probability": 0.956298828125}, {"start": 314.72, "end": 315.42, "word": " بشكل", "probability": 0.98828125}, {"start": 315.42, "end": 315.78, "word": " initial", "probability": 0.9208984375}, {"start": 315.78, "end": 316.28, "word": " state", "probability": 0.970703125}, {"start": 316.28, "end": 316.56, "word": " لل", "probability": 0.7666015625}, {"start": 316.56, "end": 316.96, "word": " problem", "probability": 0.55126953125}, {"start": 316.96, "end": 317.38, "word": " أو", "probability": 0.60302734375}, {"start": 317.38, "end": 318.08, "word": " randomly", "probability": 0.78369140625}], "temperature": 1.0}, {"id": 15, "seek": 34669, "start": 318.95, "end": 346.69, "text": "من الآخر إذا مافيش عندي معلومة واضحة و عندي function فانا ممكن أخدها بشكل random value أحطها تحت مسمى current point تمام بعد ذلك هنبدأ عملية البحث و اللي هنحطها داخل ال loop زي ما قولنا هنبدأ من T بواحد و نستمر طبعا احنا كاتبين هنا to infinity ولكن هي الحقيقة اللي هيحددنا بالظبط جداش هو ال schedule اللي احنا هنتحرك عليه", "tokens": [27842, 6024, 95, 34740, 11933, 15730, 19446, 41185, 8592, 18871, 16254, 20449, 1211, 20498, 3660, 4032, 46958, 5016, 3660, 4032, 18871, 16254, 2445, 6156, 7649, 995, 3714, 43020, 5551, 9778, 3215, 11296, 4724, 8592, 28820, 4974, 2158, 5551, 5016, 9566, 11296, 6055, 33753, 3714, 38251, 7578, 2190, 935, 46811, 10943, 39182, 29910, 23275, 8032, 1863, 44510, 10721, 6225, 42213, 10632, 29739, 5016, 12984, 4032, 13672, 1829, 8032, 1863, 5016, 9566, 11296, 11778, 47283, 1211, 2423, 6367, 30767, 1829, 19446, 12174, 12610, 8315, 8032, 1863, 44510, 10721, 9154, 314, 4724, 14407, 24401, 4032, 8717, 14851, 29973, 23032, 3555, 3615, 995, 1975, 5016, 8315, 9122, 9307, 3555, 9957, 34105, 281, 13202, 35525, 19452, 39896, 21542, 38436, 28671, 13672, 1829, 39896, 24401, 3215, 8315, 20666, 19913, 3555, 9566, 10874, 3215, 33599, 31439, 2423, 7567, 13672, 1829, 1975, 5016, 8315, 8032, 29399, 5016, 31747, 47356], "avg_logprob": -0.10926496840908494, "compression_ratio": 1.7278688524590164, "no_speech_prob": 4.172325134277344e-06, "words": [{"start": 318.95, "end": 319.15, "word": "من", "probability": 0.5615234375}, {"start": 319.15, "end": 319.43, "word": " الآخر", "probability": 0.8681640625}, {"start": 319.43, "end": 319.85, "word": " إذا", "probability": 0.83447265625}, {"start": 319.85, "end": 320.19, "word": " مافيش", "probability": 0.9456380208333334}, {"start": 320.19, "end": 320.45, "word": " عندي", "probability": 0.912841796875}, {"start": 320.45, "end": 321.21, "word": " معلومة", "probability": 0.98388671875}, {"start": 321.21, "end": 321.75, "word": " واضحة", "probability": 0.96142578125}, {"start": 321.75, "end": 322.01, "word": " و", "probability": 0.6240234375}, {"start": 322.01, "end": 322.23, "word": " عندي", "probability": 0.736572265625}, {"start": 322.23, "end": 322.63, "word": " function", "probability": 0.93017578125}, {"start": 322.63, "end": 322.97, "word": " فانا", "probability": 0.89794921875}, {"start": 322.97, "end": 323.15, "word": " ممكن", "probability": 0.985107421875}, {"start": 323.15, "end": 323.43, "word": " أخدها", "probability": 0.87841796875}, {"start": 323.43, "end": 323.79, "word": " بشكل", "probability": 0.9915364583333334}, {"start": 323.79, "end": 324.53, "word": " random", "probability": 0.8623046875}, {"start": 324.53, "end": 325.89, "word": " value", "probability": 0.9853515625}, {"start": 325.89, "end": 326.89, "word": " أحطها", "probability": 0.880615234375}, {"start": 326.89, "end": 327.65, "word": " تحت", "probability": 0.996337890625}, {"start": 327.65, "end": 328.23, "word": " مسمى", "probability": 0.648681640625}, {"start": 328.23, "end": 328.91, "word": " current", "probability": 0.88134765625}, {"start": 328.91, "end": 329.59, "word": " point", "probability": 0.97265625}, {"start": 329.59, "end": 330.11, "word": " تمام", "probability": 0.880859375}, {"start": 330.11, "end": 330.77, "word": " بعد", "probability": 0.8486328125}, {"start": 330.77, "end": 331.03, "word": " ذلك", "probability": 0.98828125}, {"start": 331.03, "end": 331.41, "word": " هنبدأ", "probability": 0.9407958984375}, {"start": 331.41, "end": 331.71, "word": " عملية", "probability": 0.9881184895833334}, {"start": 331.71, "end": 332.21, "word": " البحث", "probability": 0.99560546875}, {"start": 332.21, "end": 332.65, "word": " و", "probability": 0.728515625}, {"start": 332.65, "end": 332.89, "word": " اللي", "probability": 0.9345703125}, {"start": 332.89, "end": 333.41, "word": " هنحطها", "probability": 0.8625}, {"start": 333.41, "end": 333.67, "word": " داخل", "probability": 0.974609375}, {"start": 333.67, "end": 333.75, "word": " ال", "probability": 0.69482421875}, {"start": 333.75, "end": 333.85, "word": " loop", "probability": 0.8427734375}, {"start": 333.85, "end": 334.01, "word": " زي", "probability": 0.939697265625}, {"start": 334.01, "end": 334.07, "word": " ما", "probability": 0.9775390625}, {"start": 334.07, "end": 334.41, "word": " قولنا", "probability": 0.82763671875}, {"start": 334.41, "end": 335.07, "word": " هنبدأ", "probability": 0.970947265625}, {"start": 335.07, "end": 335.31, "word": " من", "probability": 0.986328125}, {"start": 335.31, "end": 336.13, "word": " T", "probability": 0.75634765625}, {"start": 336.13, "end": 337.53, "word": " بواحد", "probability": 0.7939453125}, {"start": 337.53, "end": 338.23, "word": " و", "probability": 0.982421875}, {"start": 338.23, "end": 338.77, "word": " نستمر", "probability": 0.9685872395833334}, {"start": 338.77, "end": 339.77, "word": " طبعا", "probability": 0.9693603515625}, {"start": 339.77, "end": 340.33, "word": " احنا", "probability": 0.9373372395833334}, {"start": 340.33, "end": 340.65, "word": " كاتبين", "probability": 0.8985595703125}, {"start": 340.65, "end": 340.83, "word": " هنا", "probability": 0.98681640625}, {"start": 340.83, "end": 340.95, "word": " to", "probability": 0.95166015625}, {"start": 340.95, "end": 341.37, "word": " infinity", "probability": 0.84619140625}, {"start": 341.37, "end": 342.03, "word": " ولكن", "probability": 0.84228515625}, {"start": 342.03, "end": 342.17, "word": " هي", "probability": 0.88232421875}, {"start": 342.17, "end": 342.57, "word": " الحقيقة", "probability": 0.9900716145833334}, {"start": 342.57, "end": 342.69, "word": " اللي", "probability": 0.97021484375}, {"start": 342.69, "end": 343.41, "word": " هيحددنا", "probability": 0.8958740234375}, {"start": 343.41, "end": 344.01, "word": " بالظبط", "probability": 0.979736328125}, {"start": 344.01, "end": 344.51, "word": " جداش", "probability": 0.7496744791666666}, {"start": 344.51, "end": 344.87, "word": " هو", "probability": 0.96728515625}, {"start": 344.87, "end": 344.99, "word": " ال", "probability": 0.8681640625}, {"start": 344.99, "end": 345.39, "word": " schedule", "probability": 0.90625}, {"start": 345.39, "end": 345.61, "word": " اللي", "probability": 0.981689453125}, {"start": 345.61, "end": 345.81, "word": " احنا", "probability": 0.8629557291666666}, {"start": 345.81, "end": 346.39, "word": " هنتحرك", "probability": 0.9852294921875}, {"start": 346.39, "end": 346.69, "word": " عليه", "probability": 0.98583984375}], "temperature": 1.0}, {"id": 16, "seek": 37097, "start": 347.37, "end": 370.97, "text": "إحنا جديش maximum عندنا فبنوقف حسب ما إحنا شايفين فإحنا maximum هي النقطة ال maximum اللي هتكون موجودة اللي هي هيصبح عندها ال capital T أو ال temperature equal to zero equal to zero كويس فبدأنا من خلال ال schedule اللي قدامنا هناخد قيمة ال T capital بمعنى ببدأ من ال zero فقيمة T capital عالية", "tokens": [28814, 5016, 8315, 10874, 16254, 8592, 6674, 43242, 8315, 6156, 3555, 1863, 30543, 5172, 11331, 35457, 19446, 11933, 5016, 8315, 13412, 995, 33911, 9957, 6156, 28814, 5016, 8315, 6674, 39896, 28239, 47432, 3660, 2423, 6674, 13672, 1829, 8032, 2655, 30544, 3714, 29245, 23328, 3660, 13672, 1829, 39896, 39896, 9381, 49628, 43242, 11296, 2423, 4238, 314, 34051, 2423, 4292, 2681, 281, 4018, 2681, 281, 4018, 9122, 45865, 3794, 6156, 44510, 10721, 8315, 9154, 16490, 1211, 6027, 2423, 7567, 13672, 1829, 12174, 3215, 10943, 8315, 8032, 1863, 47283, 3215, 12174, 32640, 3660, 2423, 314, 4238, 4724, 2304, 3615, 1863, 7578, 4724, 44510, 10721, 9154, 2423, 4018, 6156, 4587, 32640, 3660, 314, 4238, 6225, 6027, 10632], "avg_logprob": -0.13891173271756424, "compression_ratio": 1.8073770491803278, "no_speech_prob": 7.033348083496094e-06, "words": [{"start": 347.37, "end": 347.63, "word": "إحنا", "probability": 0.6962890625}, {"start": 347.63, "end": 347.99, "word": " جديش", "probability": 0.7042643229166666}, {"start": 347.99, "end": 348.31, "word": " maximum", "probability": 0.93896484375}, {"start": 348.31, "end": 348.77, "word": " عندنا", "probability": 0.906982421875}, {"start": 348.77, "end": 349.71, "word": " فبنوقف", "probability": 0.815576171875}, {"start": 349.71, "end": 350.97, "word": " حسب", "probability": 0.7469482421875}, {"start": 350.97, "end": 351.09, "word": " ما", "probability": 0.91943359375}, {"start": 351.09, "end": 351.23, "word": " إحنا", "probability": 0.796875}, {"start": 351.23, "end": 351.63, "word": " شايفين", "probability": 0.9788818359375}, {"start": 351.63, "end": 352.09, "word": " فإحنا", "probability": 0.8336181640625}, {"start": 352.09, "end": 352.45, "word": " maximum", "probability": 0.88427734375}, {"start": 352.45, "end": 352.63, "word": " هي", "probability": 0.70068359375}, {"start": 352.63, "end": 352.97, "word": " النقطة", "probability": 0.9627278645833334}, {"start": 352.97, "end": 353.03, "word": " ال", "probability": 0.63134765625}, {"start": 353.03, "end": 353.37, "word": " maximum", "probability": 0.89892578125}, {"start": 353.37, "end": 353.89, "word": " اللي", "probability": 0.926513671875}, {"start": 353.89, "end": 354.19, "word": " هتكون", "probability": 0.8483072916666666}, {"start": 354.19, "end": 354.75, "word": " موجودة", "probability": 0.9879150390625}, {"start": 354.75, "end": 355.11, "word": " اللي", "probability": 0.977294921875}, {"start": 355.11, "end": 355.25, "word": " هي", "probability": 0.96875}, {"start": 355.25, "end": 355.63, "word": " هيصبح", "probability": 0.7880859375}, {"start": 355.63, "end": 356.11, "word": " عندها", "probability": 0.994384765625}, {"start": 356.11, "end": 356.61, "word": " ال", "probability": 0.90087890625}, {"start": 356.61, "end": 356.85, "word": " capital", "probability": 0.7529296875}, {"start": 356.85, "end": 357.05, "word": " T", "probability": 0.97412109375}, {"start": 357.05, "end": 357.19, "word": " أو", "probability": 0.77392578125}, {"start": 357.19, "end": 357.27, "word": " ال", "probability": 0.85595703125}, {"start": 357.27, "end": 357.65, "word": " temperature", "probability": 0.92724609375}, {"start": 357.65, "end": 358.37, "word": " equal", "probability": 0.88671875}, {"start": 358.37, "end": 359.03, "word": " to", "probability": 0.97607421875}, {"start": 359.03, "end": 359.35, "word": " zero", "probability": 0.451171875}, {"start": 359.35, "end": 359.79, "word": " equal", "probability": 0.50830078125}, {"start": 359.79, "end": 360.27, "word": " to", "probability": 0.9638671875}, {"start": 360.27, "end": 360.57, "word": " zero", "probability": 0.80419921875}, {"start": 360.57, "end": 361.13, "word": " كويس", "probability": 0.8448893229166666}, {"start": 361.13, "end": 362.03, "word": " فبدأنا", "probability": 0.97705078125}, {"start": 362.03, "end": 362.95, "word": " من", "probability": 0.9853515625}, {"start": 362.95, "end": 363.27, "word": " خلال", "probability": 0.9910481770833334}, {"start": 363.27, "end": 363.39, "word": " ال", "probability": 0.8603515625}, {"start": 363.39, "end": 363.73, "word": " schedule", "probability": 0.75}, {"start": 363.73, "end": 363.99, "word": " اللي", "probability": 0.988037109375}, {"start": 363.99, "end": 364.59, "word": " قدامنا", "probability": 0.904541015625}, {"start": 364.59, "end": 365.23, "word": " هناخد", "probability": 0.9517822265625}, {"start": 365.23, "end": 365.73, "word": " قيمة", "probability": 0.99658203125}, {"start": 365.73, "end": 366.13, "word": " ال", "probability": 0.8818359375}, {"start": 366.13, "end": 366.23, "word": " T", "probability": 0.91259765625}, {"start": 366.23, "end": 366.63, "word": " capital", "probability": 0.8466796875}, {"start": 366.63, "end": 367.51, "word": " بمعنى", "probability": 0.9705078125}, {"start": 367.51, "end": 368.53, "word": " ببدأ", "probability": 0.9773763020833334}, {"start": 368.53, "end": 368.67, "word": " من", "probability": 0.99609375}, {"start": 368.67, "end": 368.83, "word": " ال", "probability": 0.92626953125}, {"start": 368.83, "end": 369.09, "word": " zero", "probability": 0.78759765625}, {"start": 369.09, "end": 369.81, "word": " فقيمة", "probability": 0.9891357421875}, {"start": 369.81, "end": 369.99, "word": " T", "probability": 0.9599609375}, {"start": 369.99, "end": 370.39, "word": " capital", "probability": 0.8818359375}, {"start": 370.39, "end": 370.97, "word": " عالية", "probability": 0.9876302083333334}], "temperature": 1.0}, {"id": 17, "seek": 39136, "start": 371.92, "end": 391.36, "text": "قيمة T capital عالية، فإذا capital T تتناسب مع واحد على small t، هذه مهمة جدا، هنتكلم عن تأثيرها لاحقا بعد ذلك، هنبدأ بال schedule، حددنا قيمة T، إذا كانت والله T بتساوي صفر .. لاحظ؟", "tokens": [4587, 32640, 3660, 314, 4238, 6225, 6027, 10632, 12399, 6156, 28814, 15730, 4238, 314, 6055, 2655, 8315, 35457, 20449, 36764, 24401, 15844, 1359, 256, 12399, 29538, 3714, 16095, 3660, 10874, 28259, 12399, 8032, 29399, 4117, 19528, 18871, 6055, 10721, 12984, 13546, 11296, 20193, 5016, 4587, 995, 39182, 29910, 23275, 12399, 8032, 1863, 44510, 10721, 20666, 7567, 12399, 11331, 3215, 3215, 8315, 12174, 32640, 3660, 314, 12399, 11933, 15730, 25961, 2655, 16070, 43761, 314, 39894, 3794, 995, 45865, 20328, 5172, 2288, 4386, 20193, 5016, 19913, 22807], "avg_logprob": -0.20167151249425355, "compression_ratio": 1.475, "no_speech_prob": 5.364418029785156e-06, "words": [{"start": 371.92, "end": 372.32, "word": "قيمة", "probability": 0.9435221354166666}, {"start": 372.32, "end": 372.44, "word": " T", "probability": 0.88623046875}, {"start": 372.44, "end": 372.86, "word": " capital", "probability": 0.490234375}, {"start": 372.86, "end": 373.92, "word": " عالية،", "probability": 0.77215576171875}, {"start": 373.92, "end": 374.24, "word": " فإذا", "probability": 0.86669921875}, {"start": 374.24, "end": 375.1, "word": " capital", "probability": 0.6123046875}, {"start": 375.1, "end": 375.62, "word": " T", "probability": 0.96826171875}, {"start": 375.62, "end": 376.68, "word": " تتناسب", "probability": 0.991455078125}, {"start": 376.68, "end": 376.92, "word": " مع", "probability": 0.92333984375}, {"start": 376.92, "end": 377.34, "word": " واحد", "probability": 0.671142578125}, {"start": 377.34, "end": 377.6, "word": " على", "probability": 0.8466796875}, {"start": 377.6, "end": 378.4, "word": " small", "probability": 0.8828125}, {"start": 378.4, "end": 379.12, "word": " t،", "probability": 0.620361328125}, {"start": 379.12, "end": 379.34, "word": " هذه", "probability": 0.390380859375}, {"start": 379.34, "end": 379.7, "word": " مهمة", "probability": 0.9739583333333334}, {"start": 379.7, "end": 380.14, "word": " جدا،", "probability": 0.9300130208333334}, {"start": 380.14, "end": 380.8, "word": " هنتكلم", "probability": 0.877197265625}, {"start": 380.8, "end": 381.2, "word": " عن", "probability": 0.99462890625}, {"start": 381.2, "end": 381.62, "word": " تأثيرها", "probability": 0.99560546875}, {"start": 381.62, "end": 382.7, "word": " لاحقا", "probability": 0.9715576171875}, {"start": 382.7, "end": 383.2, "word": " بعد", "probability": 0.428466796875}, {"start": 383.2, "end": 383.9, "word": " ذلك،", "probability": 0.8732096354166666}, {"start": 383.9, "end": 384.46, "word": " هنبدأ", "probability": 0.975341796875}, {"start": 384.46, "end": 385.6, "word": " بال", "probability": 0.9794921875}, {"start": 385.6, "end": 386.1, "word": " schedule،", "probability": 0.54052734375}, {"start": 386.1, "end": 386.52, "word": " حددنا", "probability": 0.9742431640625}, {"start": 386.52, "end": 386.86, "word": " قيمة", "probability": 0.9928385416666666}, {"start": 386.86, "end": 387.14, "word": " T،", "probability": 0.8447265625}, {"start": 387.14, "end": 387.28, "word": " إذا", "probability": 0.95751953125}, {"start": 387.28, "end": 387.54, "word": " كانت", "probability": 0.937255859375}, {"start": 387.54, "end": 387.72, "word": " والله", "probability": 0.594970703125}, {"start": 387.72, "end": 387.92, "word": " T", "probability": 0.82470703125}, {"start": 387.92, "end": 388.42, "word": " بتساوي", "probability": 0.8365478515625}, {"start": 388.42, "end": 389.34, "word": " صفر", "probability": 0.9596354166666666}, {"start": 389.34, "end": 390.44, "word": " ..", "probability": 0.482177734375}, {"start": 390.44, "end": 391.36, "word": " لاحظ؟", "probability": 0.74395751953125}], "temperature": 1.0}, {"id": 18, "seek": 40647, "start": 393.55, "end": 406.47, "text": "قيمة اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اق", "tokens": [4587, 32640, 3660, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587, 1211, 1975, 4587], "avg_logprob": -0.035902776188320586, "compression_ratio": 18.714285714285715, "no_speech_prob": 8.940696716308594e-07, "words": [{"start": 393.54999999999995, "end": 394.21, "word": "قيمة", "probability": 0.9189453125}, {"start": 394.21, "end": 394.69, "word": " اقل", "probability": 0.7266031901041666}, {"start": 394.69, "end": 395.41, "word": " اقل", "probability": 0.9303385416666666}, {"start": 395.41, "end": 396.05, "word": " اقل", "probability": 0.9871419270833334}, {"start": 396.05, "end": 396.45, "word": " اقل", "probability": 0.9744466145833334}, {"start": 396.45, "end": 396.53, "word": " اقل", "probability": 0.8175455729166666}, {"start": 396.53, "end": 396.65, "word": " اقل", "probability": 0.6868489583333334}, {"start": 396.65, "end": 398.89, "word": " اقل", "probability": 0.8186848958333334}, {"start": 398.89, "end": 400.31, "word": " اقل", "probability": 0.9127604166666666}, {"start": 400.31, "end": 400.71, "word": " اقل", "probability": 0.9480794270833334}, {"start": 400.71, "end": 401.07, "word": " اقل", "probability": 0.9638671875}, {"start": 401.07, "end": 401.13, "word": " اقل", "probability": 0.9705403645833334}, {"start": 401.13, "end": 401.43, "word": " اقل", "probability": 0.9742838541666666}, {"start": 401.43, "end": 402.65, "word": " اقل", "probability": 0.9763997395833334}, {"start": 402.65, "end": 403.29, "word": " اقل", "probability": 0.97802734375}, {"start": 403.29, "end": 403.29, "word": " اقل", "probability": 0.9794921875}, {"start": 403.29, "end": 403.29, "word": " اقل", "probability": 0.98046875}, {"start": 403.29, "end": 403.29, "word": " اقل", "probability": 0.98193359375}, {"start": 403.29, "end": 403.29, "word": " اقل", "probability": 0.98291015625}, {"start": 403.29, "end": 403.29, "word": " اقل", "probability": 0.98388671875}, {"start": 403.29, "end": 403.29, "word": " اقل", "probability": 0.9847005208333334}, {"start": 403.29, "end": 403.31, "word": " اقل", "probability": 0.9853515625}, {"start": 403.31, "end": 403.31, "word": " اقل", "probability": 0.9856770833333334}, {"start": 403.31, "end": 403.31, "word": " اقل", "probability": 0.986328125}, {"start": 403.31, "end": 403.37, "word": " اقل", "probability": 0.9864908854166666}, {"start": 403.37, "end": 403.37, "word": " اقل", "probability": 0.9864908854166666}, {"start": 403.37, "end": 403.39, "word": " اقل", "probability": 0.9864908854166666}, {"start": 403.39, "end": 403.39, "word": " اقل", "probability": 0.9866536458333334}, {"start": 403.39, "end": 403.39, "word": " اقل", "probability": 0.9866536458333334}, {"start": 403.39, "end": 403.39, "word": " اقل", "probability": 0.98681640625}, {"start": 403.39, "end": 403.39, "word": " اقل", "probability": 0.9869791666666666}, {"start": 403.39, "end": 403.39, "word": " اقل", "probability": 0.9869791666666666}, {"start": 403.39, "end": 403.39, "word": " اقل", "probability": 0.9871419270833334}, {"start": 403.39, "end": 403.39, "word": " اقل", "probability": 0.9871419270833334}, {"start": 403.39, "end": 403.53, "word": " اقل", "probability": 0.9873046875}, {"start": 403.53, "end": 403.75, "word": " اقل", "probability": 0.9873046875}, {"start": 403.75, "end": 403.75, "word": " اقل", "probability": 0.9873046875}, {"start": 403.75, "end": 403.75, "word": " اقل", "probability": 0.9873046875}, {"start": 403.75, "end": 403.75, "word": " اقل", "probability": 0.9874674479166666}, {"start": 403.75, "end": 403.75, "word": " اقل", "probability": 0.9871419270833334}, {"start": 403.75, "end": 403.75, "word": " اقل", "probability": 0.9874674479166666}, {"start": 403.75, "end": 403.75, "word": " اقل", "probability": 0.9876302083333334}, {"start": 403.75, "end": 403.75, "word": " اقل", "probability": 0.9879557291666666}, {"start": 403.75, "end": 403.75, "word": " اقل", "probability": 0.9879557291666666}, {"start": 403.75, "end": 403.75, "word": " اقل", "probability": 0.98828125}, {"start": 403.75, "end": 403.77, "word": " اقل", "probability": 0.9886067708333334}, {"start": 403.77, "end": 403.77, "word": " اقل", "probability": 0.9884440104166666}, {"start": 403.77, "end": 403.77, "word": " اقل", "probability": 0.9886067708333334}, {"start": 403.77, "end": 403.77, "word": " اقل", "probability": 0.98876953125}, {"start": 403.77, "end": 403.77, "word": " اقل", "probability": 0.98876953125}, {"start": 403.77, "end": 403.77, "word": " اقل", "probability": 0.9889322916666666}, {"start": 403.77, "end": 403.77, "word": " اقل", "probability": 0.9892578125}, {"start": 403.77, "end": 403.77, "word": " اقل", "probability": 0.9892578125}, {"start": 403.77, "end": 403.77, "word": " اقل", "probability": 0.9892578125}, {"start": 403.77, "end": 403.77, "word": " اقل", "probability": 0.9895833333333334}, {"start": 403.77, "end": 403.77, "word": " اقل", "probability": 0.9894205729166666}, {"start": 403.77, "end": 403.77, "word": " اقل", "probability": 0.9895833333333334}, {"start": 403.77, "end": 403.77, "word": " اقل", "probability": 0.9894205729166666}, {"start": 403.77, "end": 403.77, "word": " اقل", "probability": 0.9895833333333334}, {"start": 403.77, "end": 403.77, "word": " اقل", "probability": 0.9899088541666666}, {"start": 403.77, "end": 403.77, "word": " اقل", "probability": 0.98974609375}, {"start": 403.77, "end": 403.77, "word": " اقل", "probability": 0.9899088541666666}, {"start": 403.77, "end": 403.77, "word": " اقل", "probability": 0.9899088541666666}, {"start": 403.77, "end": 403.77, "word": " اقل", "probability": 0.98974609375}, {"start": 403.77, "end": 403.77, "word": " اقل", "probability": 0.9895833333333334}, {"start": 403.77, "end": 403.77, "word": " اقل", "probability": 0.98974609375}, {"start": 403.77, "end": 403.77, "word": " اقل", "probability": 0.9894205729166666}, {"start": 403.77, "end": 403.77, "word": " اقل", "probability": 0.9890950520833334}, {"start": 403.77, "end": 403.99, "word": " اقل", "probability": 0.9892578125}, {"start": 403.99, "end": 406.27, "word": " اقل", "probability": 0.9890950520833334}, {"start": 406.27, "end": 406.27, "word": " اقل", "probability": 0.9889322916666666}, {"start": 406.27, "end": 406.27, "word": " اقل", "probability": 0.9886067708333334}, {"start": 406.27, "end": 406.27, "word": " اقل", "probability": 0.98828125}, {"start": 406.27, "end": 406.27, "word": " اقل", "probability": 0.9879557291666666}, {"start": 406.27, "end": 406.47, "word": " اق", "probability": 0.986083984375}], "temperature": 1.0}, {"id": 19, "seek": 42966, "start": 407.12, "end": 429.66, "text": "ك loop لل T small انتهى بعد هيك خلاص capital دائما zero ففي الحالة هذه اخر current وصلناله او اخر حل اصبح متحقق عنده باخده كأنه هو الحل فإذا كان ال T بتساوي صفر اذا برجع بكلمة او بال .. بال .. بقيمة current node وبنوجف عليها", "tokens": [4117, 6367, 24976, 314, 1359, 16472, 47395, 7578, 39182, 39896, 4117, 16490, 1211, 33546, 4238, 11778, 16373, 15042, 4018, 6156, 41185, 21542, 6027, 3660, 29538, 1975, 34740, 2190, 4032, 36520, 8315, 43761, 1975, 2407, 1975, 34740, 11331, 1211, 1975, 9381, 49628, 44650, 5016, 4587, 4587, 43242, 3224, 4724, 47283, 3215, 3224, 9122, 33456, 3224, 31439, 21542, 1211, 6156, 28814, 15730, 25961, 2423, 314, 39894, 3794, 995, 45865, 20328, 5172, 2288, 1975, 15730, 4724, 47341, 3615, 4724, 4117, 19528, 3660, 1975, 2407, 20666, 4386, 20666, 4386, 4724, 4587, 32640, 3660, 2190, 9984, 46599, 1863, 2407, 7435, 5172, 25894, 11296], "avg_logprob": -0.23658459746476376, "compression_ratio": 1.5299145299145298, "no_speech_prob": 7.271766662597656e-06, "words": [{"start": 407.12, "end": 407.38, "word": "ك", "probability": 0.409423828125}, {"start": 407.38, "end": 408.34, "word": " loop", "probability": 0.4384765625}, {"start": 408.34, "end": 409.06, "word": " لل", "probability": 0.412353515625}, {"start": 409.06, "end": 409.28, "word": " T", "probability": 0.51611328125}, {"start": 409.28, "end": 409.66, "word": " small", "probability": 0.51220703125}, {"start": 409.66, "end": 410.36, "word": " انتهى", "probability": 0.935546875}, {"start": 410.36, "end": 411.0, "word": " بعد", "probability": 0.7392578125}, {"start": 411.0, "end": 411.26, "word": " هيك", "probability": 0.879638671875}, {"start": 411.26, "end": 411.62, "word": " خلاص", "probability": 0.96435546875}, {"start": 411.62, "end": 412.62, "word": " capital", "probability": 0.427978515625}, {"start": 412.62, "end": 413.3, "word": " دائما", "probability": 0.9334309895833334}, {"start": 413.3, "end": 414.08, "word": " zero", "probability": 0.1563720703125}, {"start": 414.08, "end": 415.16, "word": " ففي", "probability": 0.781494140625}, {"start": 415.16, "end": 415.5, "word": " الحالة", "probability": 0.9150390625}, {"start": 415.5, "end": 415.74, "word": " هذه", "probability": 0.84814453125}, {"start": 415.74, "end": 416.24, "word": " اخر", "probability": 0.769775390625}, {"start": 416.24, "end": 416.64, "word": " current", "probability": 0.94287109375}, {"start": 416.64, "end": 417.48, "word": " وصلناله", "probability": 0.91455078125}, {"start": 417.48, "end": 417.92, "word": " او", "probability": 0.958251953125}, {"start": 417.92, "end": 418.24, "word": " اخر", "probability": 0.975341796875}, {"start": 418.24, "end": 418.58, "word": " حل", "probability": 0.984375}, {"start": 418.58, "end": 418.96, "word": " اصبح", "probability": 0.9353841145833334}, {"start": 418.96, "end": 419.52, "word": " متحقق", "probability": 0.963134765625}, {"start": 419.52, "end": 419.92, "word": " عنده", "probability": 0.67626953125}, {"start": 419.92, "end": 420.6, "word": " باخده", "probability": 0.9825439453125}, {"start": 420.6, "end": 420.96, "word": " كأنه", "probability": 0.7366536458333334}, {"start": 420.96, "end": 421.26, "word": " هو", "probability": 0.96826171875}, {"start": 421.26, "end": 421.86, "word": " الحل", "probability": 0.97998046875}, {"start": 421.86, "end": 422.16, "word": " فإذا", "probability": 0.8289388020833334}, {"start": 422.16, "end": 422.36, "word": " كان", "probability": 0.98291015625}, {"start": 422.36, "end": 422.48, "word": " ال", "probability": 0.71630859375}, {"start": 422.48, "end": 422.64, "word": " T", "probability": 0.8994140625}, {"start": 422.64, "end": 423.28, "word": " بتساوي", "probability": 0.77557373046875}, {"start": 423.28, "end": 423.64, "word": " صفر", "probability": 0.9762369791666666}, {"start": 423.64, "end": 423.98, "word": " اذا", "probability": 0.78662109375}, {"start": 423.98, "end": 424.5, "word": " برجع", "probability": 0.984375}, {"start": 424.5, "end": 425.48, "word": " بكلمة", "probability": 0.9537353515625}, {"start": 425.48, "end": 425.76, "word": " او", "probability": 0.78515625}, {"start": 425.76, "end": 425.94, "word": " بال", "probability": 0.7021484375}, {"start": 425.94, "end": 425.94, "word": " ..", "probability": 0.541015625}, {"start": 425.94, "end": 426.44, "word": " بال", "probability": 0.8818359375}, {"start": 426.44, "end": 426.44, "word": " ..", "probability": 0.85888671875}, {"start": 426.44, "end": 427.06, "word": " بقيمة", "probability": 0.81121826171875}, {"start": 427.06, "end": 427.44, "word": " current", "probability": 0.5947265625}, {"start": 427.44, "end": 428.4, "word": " node", "probability": 0.9072265625}, {"start": 428.4, "end": 429.4, "word": " وبنوجف", "probability": 0.612060546875}, {"start": 429.4, "end": 429.66, "word": " عليها", "probability": 0.4906005859375}], "temperature": 1.0}, {"id": 20, "seek": 45311, "start": 430.97, "end": 453.11, "text": "أما طبعا بعد ذلك إذا لم يتحقق هذا الشرط فخلاص بنشوف اللي بعده على اعتبار أنه زي ما قلنا return بتطلعني من ال .. من كل البرنامج على بعضه بنطلع نخلصنا و بننفذش كل ما بعده لكن إذا لم يتحقق فبدي تلقائيا أنتقل لللي ورا، تلقائيا هنتقل لللي بعده عشان نشوف كلمة next", "tokens": [10721, 15042, 23032, 3555, 3615, 995, 39182, 29910, 23275, 11933, 15730, 32767, 7251, 2655, 5016, 4587, 4587, 23758, 25124, 2288, 9566, 6156, 9778, 1211, 33546, 44945, 8592, 38688, 13672, 1829, 39182, 3224, 15844, 1975, 34268, 3555, 9640, 14739, 3224, 30767, 1829, 19446, 12174, 1211, 8315, 2736, 39894, 9566, 1211, 3615, 22653, 9154, 2423, 4386, 9154, 28242, 2423, 26890, 8315, 2304, 7435, 15844, 45030, 11242, 3224, 44945, 9566, 1211, 3615, 8717, 9778, 1211, 9381, 8315, 4032, 44945, 1863, 5172, 8848, 8592, 28242, 19446, 39182, 3224, 44381, 11933, 15730, 32767, 7251, 2655, 5016, 4587, 4587, 6156, 3555, 16254, 6055, 1211, 4587, 16373, 25528, 14739, 2655, 4587, 1211, 24976, 20292, 4032, 23557, 12399, 6055, 1211, 4587, 16373, 25528, 8032, 29399, 4587, 1211, 24976, 20292, 39182, 3224, 6225, 8592, 7649, 8717, 8592, 38688, 9122, 19528, 3660, 958], "avg_logprob": -0.1349113835994877, "compression_ratio": 1.8755186721991701, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 430.97, "end": 431.41, "word": "أما", "probability": 0.96044921875}, {"start": 431.41, "end": 432.31, "word": " طبعا", "probability": 0.9521484375}, {"start": 432.31, "end": 433.43, "word": " بعد", "probability": 0.1988525390625}, {"start": 433.43, "end": 433.85, "word": " ذلك", "probability": 0.9951171875}, {"start": 433.85, "end": 434.07, "word": " إذا", "probability": 0.872802734375}, {"start": 434.07, "end": 434.17, "word": " لم", "probability": 0.97119140625}, {"start": 434.17, "end": 434.63, "word": " يتحقق", "probability": 0.92001953125}, {"start": 434.63, "end": 434.79, "word": " هذا", "probability": 0.364501953125}, {"start": 434.79, "end": 435.19, "word": " الشرط", "probability": 0.97705078125}, {"start": 435.19, "end": 435.63, "word": " فخلاص", "probability": 0.955322265625}, {"start": 435.63, "end": 436.29, "word": " بنشوف", "probability": 0.93798828125}, {"start": 436.29, "end": 436.41, "word": " اللي", "probability": 0.964599609375}, {"start": 436.41, "end": 436.73, "word": " بعده", "probability": 0.95458984375}, {"start": 436.73, "end": 437.01, "word": " على", "probability": 0.732421875}, {"start": 437.01, "end": 437.33, "word": " اعتبار", "probability": 0.9178466796875}, {"start": 437.33, "end": 437.51, "word": " أنه", "probability": 0.584716796875}, {"start": 437.51, "end": 437.55, "word": " زي", "probability": 0.744140625}, {"start": 437.55, "end": 437.63, "word": " ما", "probability": 0.982421875}, {"start": 437.63, "end": 437.81, "word": " قلنا", "probability": 0.8859049479166666}, {"start": 437.81, "end": 438.21, "word": " return", "probability": 0.904296875}, {"start": 438.21, "end": 438.83, "word": " بتطلعني", "probability": 0.87109375}, {"start": 438.83, "end": 438.97, "word": " من", "probability": 0.99267578125}, {"start": 438.97, "end": 439.13, "word": " ال", "probability": 0.488037109375}, {"start": 439.13, "end": 439.47, "word": " ..", "probability": 0.71337890625}, {"start": 439.47, "end": 439.65, "word": " من", "probability": 0.96484375}, {"start": 439.65, "end": 440.03, "word": " كل", "probability": 0.99462890625}, {"start": 440.03, "end": 440.57, "word": " البرنامج", "probability": 0.968359375}, {"start": 440.57, "end": 440.71, "word": " على", "probability": 0.666015625}, {"start": 440.71, "end": 441.17, "word": " بعضه", "probability": 0.9534505208333334}, {"start": 441.17, "end": 441.97, "word": " بنطلع", "probability": 0.8995361328125}, {"start": 441.97, "end": 442.87, "word": " نخلصنا", "probability": 0.9390625}, {"start": 442.87, "end": 443.17, "word": " و", "probability": 0.8662109375}, {"start": 443.17, "end": 443.73, "word": " بننفذش", "probability": 0.84169921875}, {"start": 443.73, "end": 444.11, "word": " كل", "probability": 0.9921875}, {"start": 444.11, "end": 444.43, "word": " ما", "probability": 0.9658203125}, {"start": 444.43, "end": 444.85, "word": " بعده", "probability": 0.97900390625}, {"start": 444.85, "end": 445.51, "word": " لكن", "probability": 0.7236328125}, {"start": 445.51, "end": 446.01, "word": " إذا", "probability": 0.98095703125}, {"start": 446.01, "end": 446.19, "word": " لم", "probability": 0.97998046875}, {"start": 446.19, "end": 447.13, "word": " يتحقق", "probability": 0.9982421875}, {"start": 447.13, "end": 447.93, "word": " فبدي", "probability": 0.7796223958333334}, {"start": 447.93, "end": 448.61, "word": " تلقائيا", "probability": 0.871484375}, {"start": 448.61, "end": 449.01, "word": " أنتقل", "probability": 0.86004638671875}, {"start": 449.01, "end": 449.21, "word": " لللي", "probability": 0.637939453125}, {"start": 449.21, "end": 450.09, "word": " ورا،", "probability": 0.8143717447916666}, {"start": 450.09, "end": 450.63, "word": " تلقائيا", "probability": 0.97958984375}, {"start": 450.63, "end": 451.07, "word": " هنتقل", "probability": 0.941650390625}, {"start": 451.07, "end": 451.23, "word": " لللي", "probability": 0.8486328125}, {"start": 451.23, "end": 451.61, "word": " بعده", "probability": 0.971923828125}, {"start": 451.61, "end": 452.31, "word": " عشان", "probability": 0.9025065104166666}, {"start": 452.31, "end": 452.57, "word": " نشوف", "probability": 0.9934895833333334}, {"start": 452.57, "end": 452.85, "word": " كلمة", "probability": 0.9845377604166666}, {"start": 452.85, "end": 453.11, "word": " next", "probability": 0.95703125}], "temperature": 1.0}, {"id": 21, "seek": 47704, "start": 454.54, "end": 477.04, "text": "كلمة next هذه اللي هتكون مرشحة تنافس ال current هل هي أفضل من ال current ولا لأ أسوأ من ال current وبناء على ذلك بنحدد أحطها مكان ال current أو لأ مش محتاجة تروح مكان ال current فهنا هنقول next عبارة عن randomly selected successor of current بمعنى ال current من المستمر السابقة مش اللي قلناه قلناه", "tokens": [4117, 19528, 3660, 958, 29538, 13672, 1829, 8032, 2655, 30544, 3714, 2288, 8592, 5016, 3660, 6055, 8315, 36178, 2423, 2190, 8032, 1211, 39896, 5551, 5172, 11242, 1211, 9154, 2423, 2190, 49429, 5296, 10721, 5551, 3794, 2407, 10721, 9154, 2423, 2190, 46599, 1863, 16606, 15844, 29910, 23275, 44945, 24401, 3215, 5551, 5016, 9566, 11296, 3714, 41361, 2423, 2190, 34051, 5296, 10721, 37893, 3714, 33753, 26108, 3660, 6055, 32887, 5016, 3714, 41361, 2423, 2190, 6156, 3224, 8315, 8032, 1863, 39648, 958, 6225, 3555, 9640, 3660, 18871, 16979, 8209, 31864, 295, 2190, 4724, 2304, 3615, 1863, 7578, 2423, 2190, 9154, 9673, 14851, 29973, 21136, 16758, 28671, 37893, 13672, 1829, 12174, 1211, 8315, 3224, 12174, 1211, 8315, 3224], "avg_logprob": -0.13525815321051557, "compression_ratio": 1.8380566801619433, "no_speech_prob": 2.205371856689453e-06, "words": [{"start": 454.54, "end": 454.96, "word": "كلمة", "probability": 0.9514973958333334}, {"start": 454.96, "end": 455.2, "word": " next", "probability": 0.82958984375}, {"start": 455.2, "end": 455.52, "word": " هذه", "probability": 0.52392578125}, {"start": 455.52, "end": 455.7, "word": " اللي", "probability": 0.908447265625}, {"start": 455.7, "end": 456.38, "word": " هتكون", "probability": 0.81494140625}, {"start": 456.38, "end": 457.38, "word": " مرشحة", "probability": 0.8865234375}, {"start": 457.38, "end": 458.36, "word": " تنافس", "probability": 0.982421875}, {"start": 458.36, "end": 458.64, "word": " ال", "probability": 0.64404296875}, {"start": 458.64, "end": 459.02, "word": " current", "probability": 0.958984375}, {"start": 459.02, "end": 459.78, "word": " هل", "probability": 0.828125}, {"start": 459.78, "end": 459.88, "word": " هي", "probability": 0.9140625}, {"start": 459.88, "end": 460.18, "word": " أفضل", "probability": 0.970703125}, {"start": 460.18, "end": 460.3, "word": " من", "probability": 0.970703125}, {"start": 460.3, "end": 460.42, "word": " ال", "probability": 0.896484375}, {"start": 460.42, "end": 460.66, "word": " current", "probability": 0.97802734375}, {"start": 460.66, "end": 460.92, "word": " ولا", "probability": 0.6513671875}, {"start": 460.92, "end": 461.14, "word": " لأ", "probability": 0.88720703125}, {"start": 461.14, "end": 461.4, "word": " أسوأ", "probability": 0.958251953125}, {"start": 461.4, "end": 461.54, "word": " من", "probability": 0.99169921875}, {"start": 461.54, "end": 461.68, "word": " ال", "probability": 0.95751953125}, {"start": 461.68, "end": 461.92, "word": " current", "probability": 0.96533203125}, {"start": 461.92, "end": 462.54, "word": " وبناء", "probability": 0.6044108072916666}, {"start": 462.54, "end": 462.72, "word": " على", "probability": 0.72802734375}, {"start": 462.72, "end": 463.0, "word": " ذلك", "probability": 0.9921875}, {"start": 463.0, "end": 463.58, "word": " بنحدد", "probability": 0.9544270833333334}, {"start": 463.58, "end": 464.22, "word": " أحطها", "probability": 0.896484375}, {"start": 464.22, "end": 464.48, "word": " مكان", "probability": 0.9697265625}, {"start": 464.48, "end": 464.66, "word": " ال", "probability": 0.94482421875}, {"start": 464.66, "end": 464.88, "word": " current", "probability": 0.9775390625}, {"start": 464.88, "end": 465.08, "word": " أو", "probability": 0.67724609375}, {"start": 465.08, "end": 465.24, "word": " لأ", "probability": 0.9365234375}, {"start": 465.24, "end": 465.42, "word": " مش", "probability": 0.96044921875}, {"start": 465.42, "end": 465.94, "word": " محتاجة", "probability": 0.9810791015625}, {"start": 465.94, "end": 466.4, "word": " تروح", "probability": 0.9861653645833334}, {"start": 466.4, "end": 466.66, "word": " مكان", "probability": 0.991943359375}, {"start": 466.66, "end": 466.8, "word": " ال", "probability": 0.97900390625}, {"start": 466.8, "end": 467.1, "word": " current", "probability": 0.9638671875}, {"start": 467.1, "end": 467.92, "word": " فهنا", "probability": 0.9348958333333334}, {"start": 467.92, "end": 468.5, "word": " هنقول", "probability": 0.8935546875}, {"start": 468.5, "end": 468.76, "word": " next", "probability": 0.93017578125}, {"start": 468.76, "end": 469.12, "word": " عبارة", "probability": 0.99609375}, {"start": 469.12, "end": 469.3, "word": " عن", "probability": 0.99658203125}, {"start": 469.3, "end": 469.76, "word": " randomly", "probability": 0.58251953125}, {"start": 469.76, "end": 470.42, "word": " selected", "probability": 0.92822265625}, {"start": 470.42, "end": 471.82, "word": " successor", "probability": 0.8759765625}, {"start": 471.82, "end": 472.24, "word": " of", "probability": 0.9833984375}, {"start": 472.24, "end": 472.94, "word": " current", "probability": 0.919921875}, {"start": 472.94, "end": 473.66, "word": " بمعنى", "probability": 0.9513671875}, {"start": 473.66, "end": 473.82, "word": " ال", "probability": 0.904296875}, {"start": 473.82, "end": 474.16, "word": " current", "probability": 0.9765625}, {"start": 474.16, "end": 474.4, "word": " من", "probability": 0.974609375}, {"start": 474.4, "end": 474.78, "word": " المستمر", "probability": 0.7176920572916666}, {"start": 474.78, "end": 475.42, "word": " السابقة", "probability": 0.81689453125}, {"start": 475.42, "end": 475.8, "word": " مش", "probability": 0.377685546875}, {"start": 475.8, "end": 475.9, "word": " اللي", "probability": 0.98681640625}, {"start": 475.9, "end": 476.44, "word": " قلناه", "probability": 0.8311767578125}, {"start": 476.44, "end": 477.04, "word": " قلناه", "probability": 0.8177490234375}], "temperature": 1.0}, {"id": 22, "seek": 50467, "start": 477.63, "end": 504.67, "text": "ان احنا بنعمله مجموعه ال successors مجموعه ال successors تعونها دولة واحده يمين واحده شمال واحده up واحده down بنتحرك فيهم بنشوف مين ال maximum منهم عشان نقارنها بعد ذلك طبعا مجرد مين ال maximum منهم أصبحت هي ال next عشان تقارن بال current بعد ذلك تقارن بال current وهذا اللي حاكناه من المحاضرة السابقة في ال hill climbing search كويس ..الان حددنا ال next", "tokens": [7649, 1975, 5016, 8315, 44945, 25957, 43761, 3714, 7435, 2304, 45367, 3224, 2423, 2245, 830, 3714, 7435, 2304, 45367, 3224, 2423, 2245, 830, 37279, 11536, 11296, 11778, 12610, 3660, 36764, 24401, 3224, 7251, 2304, 9957, 36764, 24401, 3224, 13412, 2304, 6027, 36764, 24401, 3224, 493, 36764, 24401, 3224, 760, 44945, 2655, 5016, 31747, 8978, 16095, 44945, 8592, 38688, 3714, 9957, 2423, 6674, 9154, 16095, 6225, 8592, 7649, 8717, 4587, 9640, 1863, 11296, 39182, 29910, 23275, 23032, 3555, 3615, 995, 3714, 7435, 2288, 3215, 3714, 9957, 2423, 6674, 9154, 16095, 5551, 9381, 3555, 33753, 39896, 2423, 958, 6225, 8592, 7649, 6055, 4587, 9640, 1863, 20666, 2190, 39182, 29910, 23275, 6055, 4587, 9640, 1863, 20666, 2190, 37037, 15730, 13672, 1829, 11331, 995, 4117, 8315, 3224, 9154, 9673, 5016, 46958, 25720, 21136, 16758, 28671, 8978, 2423, 10997, 14780, 3164, 9122, 45865, 3794, 4386, 6027, 7649, 11331, 3215, 3215, 8315, 2423, 958], "avg_logprob": -0.11598154202403638, "compression_ratio": 1.9929328621908127, "no_speech_prob": 1.7881393432617188e-06, "words": [{"start": 477.63, "end": 477.87, "word": "ان", "probability": 0.41064453125}, {"start": 477.87, "end": 478.03, "word": " احنا", "probability": 0.9303385416666666}, {"start": 478.03, "end": 478.43, "word": " بنعمله", "probability": 0.93017578125}, {"start": 478.43, "end": 478.79, "word": " مجموعه", "probability": 0.795263671875}, {"start": 478.79, "end": 478.87, "word": " ال", "probability": 0.7109375}, {"start": 478.87, "end": 479.35, "word": " successors", "probability": 0.82275390625}, {"start": 479.35, "end": 480.15, "word": " مجموعه", "probability": 0.823779296875}, {"start": 480.15, "end": 480.25, "word": " ال", "probability": 0.9287109375}, {"start": 480.25, "end": 480.65, "word": " successors", "probability": 0.948974609375}, {"start": 480.65, "end": 481.07, "word": " تعونها", "probability": 0.72265625}, {"start": 481.07, "end": 481.71, "word": " دولة", "probability": 0.8113606770833334}, {"start": 481.71, "end": 482.09, "word": " واحده", "probability": 0.8505859375}, {"start": 482.09, "end": 482.41, "word": " يمين", "probability": 0.9718424479166666}, {"start": 482.41, "end": 482.71, "word": " واحده", "probability": 0.8963216145833334}, {"start": 482.71, "end": 483.07, "word": " شمال", "probability": 0.9638671875}, {"start": 483.07, "end": 483.39, "word": " واحده", "probability": 0.9752604166666666}, {"start": 483.39, "end": 483.59, "word": " up", "probability": 0.9482421875}, {"start": 483.59, "end": 483.83, "word": " واحده", "probability": 0.9811197916666666}, {"start": 483.83, "end": 484.19, "word": " down", "probability": 0.87841796875}, {"start": 484.19, "end": 485.23, "word": " بنتحرك", "probability": 0.919921875}, {"start": 485.23, "end": 485.59, "word": " فيهم", "probability": 0.96826171875}, {"start": 485.59, "end": 486.03, "word": " بنشوف", "probability": 0.9488932291666666}, {"start": 486.03, "end": 486.21, "word": " مين", "probability": 0.96533203125}, {"start": 486.21, "end": 486.31, "word": " ال", "probability": 0.8447265625}, {"start": 486.31, "end": 486.57, "word": " maximum", "probability": 0.97509765625}, {"start": 486.57, "end": 486.93, "word": " منهم", "probability": 0.994384765625}, {"start": 486.93, "end": 487.21, "word": " عشان", "probability": 0.9817708333333334}, {"start": 487.21, "end": 487.75, "word": " نقارنها", "probability": 0.98857421875}, {"start": 487.75, "end": 487.99, "word": " بعد", "probability": 0.97265625}, {"start": 487.99, "end": 488.35, "word": " ذلك", "probability": 0.995361328125}, {"start": 488.35, "end": 488.87, "word": " طبعا", "probability": 0.9581298828125}, {"start": 488.87, "end": 489.27, "word": " مجرد", "probability": 0.9166259765625}, {"start": 489.27, "end": 489.57, "word": " مين", "probability": 0.987060546875}, {"start": 489.57, "end": 489.67, "word": " ال", "probability": 0.98095703125}, {"start": 489.67, "end": 489.91, "word": " maximum", "probability": 0.98193359375}, {"start": 489.91, "end": 490.25, "word": " منهم", "probability": 0.99267578125}, {"start": 490.25, "end": 490.67, "word": " أصبحت", "probability": 0.831787109375}, {"start": 490.67, "end": 490.87, "word": " هي", "probability": 0.75341796875}, {"start": 490.87, "end": 491.43, "word": " ال", "probability": 0.8857421875}, {"start": 491.43, "end": 491.63, "word": " next", "probability": 0.96826171875}, {"start": 491.63, "end": 491.97, "word": " عشان", "probability": 0.9910481770833334}, {"start": 491.97, "end": 492.57, "word": " تقارن", "probability": 0.9974365234375}, {"start": 492.57, "end": 492.75, "word": " بال", "probability": 0.9609375}, {"start": 492.75, "end": 493.17, "word": " current", "probability": 0.94482421875}, {"start": 493.17, "end": 493.45, "word": " بعد", "probability": 0.95166015625}, {"start": 493.45, "end": 493.85, "word": " ذلك", "probability": 0.994873046875}, {"start": 493.85, "end": 494.53, "word": " تقارن", "probability": 0.94140625}, {"start": 494.53, "end": 494.65, "word": " بال", "probability": 0.9697265625}, {"start": 494.65, "end": 494.83, "word": " current", "probability": 0.9501953125}, {"start": 494.83, "end": 495.05, "word": " وهذا", "probability": 0.816650390625}, {"start": 495.05, "end": 495.13, "word": " اللي", "probability": 0.97216796875}, {"start": 495.13, "end": 495.77, "word": " حاكناه", "probability": 0.804296875}, {"start": 495.77, "end": 496.05, "word": " من", "probability": 0.97216796875}, {"start": 496.05, "end": 497.01, "word": " المحاضرة", "probability": 0.9720458984375}, {"start": 497.01, "end": 497.57, "word": " السابقة", "probability": 0.990234375}, {"start": 497.57, "end": 498.19, "word": " في", "probability": 0.9638671875}, {"start": 498.19, "end": 498.59, "word": " ال", "probability": 0.9072265625}, {"start": 498.59, "end": 498.81, "word": " hill", "probability": 0.83642578125}, {"start": 498.81, "end": 499.37, "word": " climbing", "probability": 0.91943359375}, {"start": 499.37, "end": 500.37, "word": " search", "probability": 0.76953125}, {"start": 500.37, "end": 500.99, "word": " كويس", "probability": 0.8404947916666666}, {"start": 500.99, "end": 502.53, "word": " ..الان", "probability": 0.4973958333333333}, {"start": 502.53, "end": 504.11, "word": " حددنا", "probability": 0.9678955078125}, {"start": 504.11, "end": 504.39, "word": " ال", "probability": 0.98681640625}, {"start": 504.39, "end": 504.67, "word": " next", "probability": 0.98193359375}], "temperature": 1.0}, {"id": 23, "seek": 53080, "start": 505.67, "end": 530.81, "text": "وزي ما قلنا الأربعة بدل ما اجيب the highest one براندوملي من الأربعة هدولة إذا والله بتكلم عن 3D لproblem تبعتنا معناه تبصرا عندي تمانية and so on فإذا بيكون عندي ال .. ال .. ال successors هدولة حسب ال dimensionality لل problem نفسها بتتحدد جديش عدد ال successors الممكنين تمام فحددنا next إذا والله next", "tokens": [2407, 11622, 1829, 19446, 12174, 1211, 8315, 16247, 25513, 27884, 47525, 1211, 19446, 1975, 7435, 1829, 3555, 264, 6343, 472, 4724, 2288, 7649, 3215, 20498, 20292, 9154, 16247, 25513, 27884, 8032, 3215, 12610, 3660, 11933, 15730, 16070, 43761, 39894, 4117, 19528, 18871, 805, 35, 5296, 47419, 6055, 3555, 34268, 8315, 20449, 8315, 3224, 6055, 3555, 9381, 23557, 18871, 16254, 46811, 7649, 10632, 293, 370, 322, 6156, 28814, 15730, 4724, 1829, 30544, 18871, 16254, 2423, 4386, 2423, 4386, 2423, 2245, 830, 8032, 3215, 12610, 3660, 11331, 35457, 2423, 10139, 1860, 24976, 1154, 8717, 36178, 11296, 39894, 2655, 24401, 3215, 10874, 16254, 8592, 6225, 3215, 3215, 2423, 2245, 830, 9673, 43020, 9957, 46811, 10943, 6156, 24401, 3215, 8315, 958, 11933, 15730, 16070, 43761, 958], "avg_logprob": -0.22548271897362498, "compression_ratio": 1.7509293680297398, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 505.67, "end": 505.93, "word": "وزي", "probability": 0.611572265625}, {"start": 505.93, "end": 506.01, "word": " ما", "probability": 0.9375}, {"start": 506.01, "end": 506.25, "word": " قلنا", "probability": 0.8688151041666666}, {"start": 506.25, "end": 506.81, "word": " الأربعة", "probability": 0.9052734375}, {"start": 506.81, "end": 507.17, "word": " بدل", "probability": 0.948486328125}, {"start": 507.17, "end": 507.25, "word": " ما", "probability": 0.71142578125}, {"start": 507.25, "end": 507.47, "word": " اجيب", "probability": 0.8328857421875}, {"start": 507.47, "end": 507.59, "word": " the", "probability": 0.54931640625}, {"start": 507.59, "end": 507.85, "word": " highest", "probability": 0.93115234375}, {"start": 507.85, "end": 508.21, "word": " one", "probability": 0.939453125}, {"start": 508.21, "end": 509.09, "word": " براندوملي", "probability": 0.4974161783854167}, {"start": 509.09, "end": 509.51, "word": " من", "probability": 0.9599609375}, {"start": 509.51, "end": 509.87, "word": " الأربعة", "probability": 0.9539388020833334}, {"start": 509.87, "end": 510.29, "word": " هدولة", "probability": 0.9136962890625}, {"start": 510.29, "end": 510.61, "word": " إذا", "probability": 0.70458984375}, {"start": 510.61, "end": 510.87, "word": " والله", "probability": 0.861572265625}, {"start": 510.87, "end": 511.31, "word": " بتكلم", "probability": 0.8115234375}, {"start": 511.31, "end": 511.59, "word": " عن", "probability": 0.98681640625}, {"start": 511.59, "end": 512.31, "word": " 3D", "probability": 0.6014404296875}, {"start": 512.31, "end": 512.69, "word": " لproblem", "probability": 0.578369140625}, {"start": 512.69, "end": 513.21, "word": " تبعتنا", "probability": 0.9376220703125}, {"start": 513.21, "end": 513.41, "word": " معناه", "probability": 0.6183268229166666}, {"start": 513.41, "end": 513.67, "word": " تبصرا", "probability": 0.576904296875}, {"start": 513.67, "end": 513.83, "word": " عندي", "probability": 0.760986328125}, {"start": 513.83, "end": 514.29, "word": " تمانية", "probability": 0.8766276041666666}, {"start": 514.29, "end": 515.01, "word": " and", "probability": 0.74560546875}, {"start": 515.01, "end": 515.17, "word": " so", "probability": 0.92578125}, {"start": 515.17, "end": 515.41, "word": " on", "probability": 0.9599609375}, {"start": 515.41, "end": 516.05, "word": " فإذا", "probability": 0.87158203125}, {"start": 516.05, "end": 516.39, "word": " بيكون", "probability": 0.9267578125}, {"start": 516.39, "end": 516.73, "word": " عندي", "probability": 0.750732421875}, {"start": 516.73, "end": 517.39, "word": " ال", "probability": 0.97314453125}, {"start": 517.39, "end": 517.45, "word": " ..", "probability": 0.33251953125}, {"start": 517.45, "end": 518.17, "word": " ال", "probability": 0.90380859375}, {"start": 518.17, "end": 518.17, "word": " ..", "probability": 0.697265625}, {"start": 518.17, "end": 518.45, "word": " ال", "probability": 0.923828125}, {"start": 518.45, "end": 518.89, "word": " successors", "probability": 0.8154296875}, {"start": 518.89, "end": 519.37, "word": " هدولة", "probability": 0.9793701171875}, {"start": 519.37, "end": 519.75, "word": " حسب", "probability": 0.991943359375}, {"start": 519.75, "end": 519.87, "word": " ال", "probability": 0.96435546875}, {"start": 519.87, "end": 520.59, "word": " dimensionality", "probability": 0.97119140625}, {"start": 520.59, "end": 520.77, "word": " لل", "probability": 0.53857421875}, {"start": 520.77, "end": 521.09, "word": " problem", "probability": 0.51025390625}, {"start": 521.09, "end": 521.65, "word": " نفسها", "probability": 0.99560546875}, {"start": 521.65, "end": 522.37, "word": " بتتحدد", "probability": 0.8931884765625}, {"start": 522.37, "end": 522.71, "word": " جديش", "probability": 0.7540690104166666}, {"start": 522.71, "end": 523.33, "word": " عدد", "probability": 0.9892578125}, {"start": 523.33, "end": 523.63, "word": " ال", "probability": 0.974609375}, {"start": 523.63, "end": 524.29, "word": " successors", "probability": 0.90185546875}, {"start": 524.29, "end": 524.97, "word": " الممكنين", "probability": 0.9827473958333334}, {"start": 524.97, "end": 525.91, "word": " تمام", "probability": 0.8623046875}, {"start": 525.91, "end": 527.09, "word": " فحددنا", "probability": 0.9456787109375}, {"start": 527.09, "end": 527.37, "word": " next", "probability": 0.95849609375}, {"start": 527.37, "end": 527.87, "word": " إذا", "probability": 0.953369140625}, {"start": 527.87, "end": 528.23, "word": " والله", "probability": 0.9716796875}, {"start": 528.23, "end": 530.81, "word": " next", "probability": 0.75390625}], "temperature": 1.0}, {"id": 24, "seek": 55929, "start": 532.13, "end": 559.29, "text": "value ايش يعني next value؟ next احنا اتفقنا انه هاد عبارة عن نقطة x طيب لما اقول value of next معنى ذلك اني بقول if of x يعني جبنا ال evaluation او ال functional value ال evaluation او ال functional value لمين؟ ل next تمام فصارت كأنها if of next ناقص if of current", "tokens": [29155, 1975, 1829, 8592, 37495, 22653, 958, 2158, 22807, 958, 1975, 5016, 8315, 1975, 2655, 5172, 4587, 8315, 16472, 3224, 8032, 18513, 6225, 3555, 9640, 3660, 18871, 8717, 47432, 3660, 2031, 23032, 1829, 3555, 5296, 15042, 1975, 39648, 2158, 295, 958, 20449, 1863, 7578, 29910, 23275, 16472, 1829, 4724, 39648, 498, 295, 2031, 37495, 22653, 10874, 3555, 8315, 2423, 13344, 1975, 2407, 2423, 11745, 2158, 2423, 13344, 1975, 2407, 2423, 11745, 2158, 32767, 9957, 22807, 5296, 958, 46811, 10943, 6156, 9381, 9640, 2655, 9122, 33456, 11296, 498, 295, 958, 8717, 995, 4587, 9381, 498, 295, 2190], "avg_logprob": -0.1408666237113402, "compression_ratio": 1.816831683168317, "no_speech_prob": 4.231929779052734e-06, "words": [{"start": 532.13, "end": 532.71, "word": "value", "probability": 0.70166015625}, {"start": 532.71, "end": 533.03, "word": " ايش", "probability": 0.72607421875}, {"start": 533.03, "end": 533.17, "word": " يعني", "probability": 0.929443359375}, {"start": 533.17, "end": 533.39, "word": " next", "probability": 0.888671875}, {"start": 533.39, "end": 533.89, "word": " value؟", "probability": 0.74267578125}, {"start": 533.89, "end": 534.13, "word": " next", "probability": 0.81982421875}, {"start": 534.13, "end": 534.35, "word": " احنا", "probability": 0.9352213541666666}, {"start": 534.35, "end": 534.79, "word": " اتفقنا", "probability": 0.9787109375}, {"start": 534.79, "end": 535.05, "word": " انه", "probability": 0.5950927734375}, {"start": 535.05, "end": 535.19, "word": " هاد", "probability": 0.43408203125}, {"start": 535.19, "end": 535.59, "word": " عبارة", "probability": 0.943359375}, {"start": 535.59, "end": 535.87, "word": " عن", "probability": 0.9951171875}, {"start": 535.87, "end": 536.69, "word": " نقطة", "probability": 0.97216796875}, {"start": 536.69, "end": 537.13, "word": " x", "probability": 0.416748046875}, {"start": 537.13, "end": 538.11, "word": " طيب", "probability": 0.9581705729166666}, {"start": 538.11, "end": 538.29, "word": " لما", "probability": 0.8505859375}, {"start": 538.29, "end": 538.49, "word": " اقول", "probability": 0.78369140625}, {"start": 538.49, "end": 539.23, "word": " value", "probability": 0.98583984375}, {"start": 539.23, "end": 539.53, "word": " of", "probability": 0.97802734375}, {"start": 539.53, "end": 540.37, "word": " next", "probability": 0.9697265625}, {"start": 540.37, "end": 540.85, "word": " معنى", "probability": 0.7894694010416666}, {"start": 540.85, "end": 541.05, "word": " ذلك", "probability": 0.9853515625}, {"start": 541.05, "end": 541.25, "word": " اني", "probability": 0.88330078125}, {"start": 541.25, "end": 541.59, "word": " بقول", "probability": 0.979736328125}, {"start": 541.59, "end": 542.31, "word": " if", "probability": 0.415283203125}, {"start": 542.31, "end": 542.83, "word": " of", "probability": 0.97119140625}, {"start": 542.83, "end": 543.39, "word": " x", "probability": 0.92236328125}, {"start": 543.39, "end": 544.41, "word": " يعني", "probability": 0.945068359375}, {"start": 544.41, "end": 544.79, "word": " جبنا", "probability": 0.93310546875}, {"start": 544.79, "end": 545.71, "word": " ال", "probability": 0.9384765625}, {"start": 545.71, "end": 546.23, "word": " evaluation", "probability": 0.986328125}, {"start": 546.23, "end": 547.57, "word": " او", "probability": 0.937744140625}, {"start": 547.57, "end": 547.73, "word": " ال", "probability": 0.9677734375}, {"start": 547.73, "end": 548.15, "word": " functional", "probability": 0.923828125}, {"start": 548.15, "end": 548.91, "word": " value", "probability": 0.99365234375}, {"start": 548.91, "end": 549.77, "word": " ال", "probability": 0.849609375}, {"start": 549.77, "end": 550.13, "word": " evaluation", "probability": 0.98046875}, {"start": 550.13, "end": 550.37, "word": " او", "probability": 0.953125}, {"start": 550.37, "end": 550.49, "word": " ال", "probability": 0.97119140625}, {"start": 550.49, "end": 550.85, "word": " functional", "probability": 0.92822265625}, {"start": 550.85, "end": 551.67, "word": " value", "probability": 0.9921875}, {"start": 551.67, "end": 552.45, "word": " لمين؟", "probability": 0.76123046875}, {"start": 552.45, "end": 552.55, "word": " ل", "probability": 0.92041015625}, {"start": 552.55, "end": 552.95, "word": " next", "probability": 0.93408203125}, {"start": 552.95, "end": 553.63, "word": " تمام", "probability": 0.849609375}, {"start": 553.63, "end": 555.33, "word": " فصارت", "probability": 0.9432373046875}, {"start": 555.33, "end": 555.73, "word": " كأنها", "probability": 0.9519856770833334}, {"start": 555.73, "end": 556.45, "word": " if", "probability": 0.94970703125}, {"start": 556.45, "end": 556.73, "word": " of", "probability": 0.982421875}, {"start": 556.73, "end": 557.11, "word": " next", "probability": 0.96240234375}, {"start": 557.11, "end": 558.25, "word": " ناقص", "probability": 0.9547119140625}, {"start": 558.25, "end": 558.57, "word": " if", "probability": 0.962890625}, {"start": 558.57, "end": 558.83, "word": " of", "probability": 0.96044921875}, {"start": 558.83, "end": 559.29, "word": " current", "probability": 0.89208984375}], "temperature": 1.0}, {"id": 25, "seek": 58224, "start": 560.96, "end": 582.24, "text": "نقص f of current بنطرحهم من بعض و ناخد بالنا دايما انا بتحدث عن maximization نتحدث عن maximum فاذا اذا كانت delta E فعليا positive or negative هذا بيعطيني مؤشر ان هو مين منهم اكبر من التاني مين منهم هيكون اكبر من الثاني", "tokens": [1863, 4587, 9381, 283, 295, 2190, 44945, 9566, 2288, 5016, 16095, 9154, 45030, 11242, 4032, 8717, 47283, 3215, 20666, 8315, 11778, 47302, 15042, 1975, 8315, 39894, 24401, 12984, 18871, 5138, 2144, 8717, 2655, 24401, 12984, 18871, 6674, 6156, 45636, 995, 1975, 15730, 25961, 2655, 8289, 462, 6156, 3615, 20292, 995, 3353, 420, 3671, 23758, 4724, 40228, 9566, 9957, 1829, 3714, 33604, 46309, 16472, 31439, 3714, 9957, 9154, 16095, 1975, 4117, 26890, 9154, 16712, 7649, 1829, 3714, 9957, 9154, 16095, 39896, 30544, 1975, 4117, 26890, 9154, 6024, 104, 7649, 1829], "avg_logprob": -0.15772568815284305, "compression_ratio": 1.6411483253588517, "no_speech_prob": 2.0384788513183594e-05, "words": [{"start": 560.96, "end": 561.4, "word": "نقص", "probability": 0.88134765625}, {"start": 561.4, "end": 561.54, "word": " f", "probability": 0.373046875}, {"start": 561.54, "end": 561.72, "word": " of", "probability": 0.88720703125}, {"start": 561.72, "end": 562.06, "word": " current", "probability": 0.9091796875}, {"start": 562.06, "end": 563.3, "word": " بنطرحهم", "probability": 0.7794189453125}, {"start": 563.3, "end": 563.44, "word": " من", "probability": 0.9619140625}, {"start": 563.44, "end": 563.78, "word": " بعض", "probability": 0.994384765625}, {"start": 563.78, "end": 564.36, "word": " و", "probability": 0.7607421875}, {"start": 564.36, "end": 564.68, "word": " ناخد", "probability": 0.86767578125}, {"start": 564.68, "end": 565.0, "word": " بالنا", "probability": 0.944580078125}, {"start": 565.0, "end": 565.28, "word": " دايما", "probability": 0.9007161458333334}, {"start": 565.28, "end": 565.72, "word": " انا", "probability": 0.80859375}, {"start": 565.72, "end": 566.56, "word": " بتحدث", "probability": 0.9375}, {"start": 566.56, "end": 566.8, "word": " عن", "probability": 0.98193359375}, {"start": 566.8, "end": 568.08, "word": " maximization", "probability": 0.793212890625}, {"start": 568.08, "end": 568.84, "word": " نتحدث", "probability": 0.90966796875}, {"start": 568.84, "end": 569.02, "word": " عن", "probability": 0.9921875}, {"start": 569.02, "end": 569.88, "word": " maximum", "probability": 0.96875}, {"start": 569.88, "end": 570.64, "word": " فاذا", "probability": 0.8274739583333334}, {"start": 570.64, "end": 571.04, "word": " اذا", "probability": 0.87939453125}, {"start": 571.04, "end": 571.42, "word": " كانت", "probability": 0.921142578125}, {"start": 571.42, "end": 571.78, "word": " delta", "probability": 0.472412109375}, {"start": 571.78, "end": 572.28, "word": " E", "probability": 0.81298828125}, {"start": 572.28, "end": 573.38, "word": " فعليا", "probability": 0.9227294921875}, {"start": 573.38, "end": 574.32, "word": " positive", "probability": 0.77685546875}, {"start": 574.32, "end": 574.7, "word": " or", "probability": 0.464111328125}, {"start": 574.7, "end": 575.3, "word": " negative", "probability": 0.97607421875}, {"start": 575.3, "end": 575.94, "word": " هذا", "probability": 0.830078125}, {"start": 575.94, "end": 576.38, "word": " بيعطيني", "probability": 0.7794921875}, {"start": 576.38, "end": 576.78, "word": " مؤشر", "probability": 0.9752604166666666}, {"start": 576.78, "end": 576.92, "word": " ان", "probability": 0.83837890625}, {"start": 576.92, "end": 577.1, "word": " هو", "probability": 0.892578125}, {"start": 577.1, "end": 577.4, "word": " مين", "probability": 0.962890625}, {"start": 577.4, "end": 577.82, "word": " منهم", "probability": 0.99169921875}, {"start": 577.82, "end": 578.4, "word": " اكبر", "probability": 0.93505859375}, {"start": 578.4, "end": 578.6, "word": " من", "probability": 0.99462890625}, {"start": 578.6, "end": 579.36, "word": " التاني", "probability": 0.89208984375}, {"start": 579.36, "end": 579.6, "word": " مين", "probability": 0.78076171875}, {"start": 579.6, "end": 579.86, "word": " منهم", "probability": 0.98583984375}, {"start": 579.86, "end": 580.34, "word": " هيكون", "probability": 0.91455078125}, {"start": 580.34, "end": 581.12, "word": " اكبر", "probability": 0.9622395833333334}, {"start": 581.12, "end": 581.74, "word": " من", "probability": 0.9951171875}, {"start": 581.74, "end": 582.24, "word": " الثاني", "probability": 0.900146484375}], "temperature": 1.0}, {"id": 26, "seek": 59757, "start": 582.93, "end": 597.57, "text": "فلمّا بقول إذا كانت delta E أكبر من صفر .. أكبر من صفر فبنحط current هي ال next على اعتبار إنه إذا كان هنا أكبر من صفر معناته positive", "tokens": [5172, 19528, 11703, 995, 4724, 39648, 11933, 15730, 25961, 2655, 8289, 462, 5551, 4117, 26890, 9154, 20328, 5172, 2288, 4386, 5551, 4117, 26890, 9154, 20328, 5172, 2288, 6156, 3555, 1863, 5016, 9566, 2190, 39896, 2423, 958, 15844, 1975, 34268, 3555, 9640, 36145, 3224, 11933, 15730, 25961, 34105, 5551, 4117, 26890, 9154, 20328, 5172, 2288, 20449, 8315, 47395, 3353], "avg_logprob": -0.13638771590539964, "compression_ratio": 1.4489795918367347, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 582.93, "end": 583.29, "word": "فلمّا", "probability": 0.81304931640625}, {"start": 583.29, "end": 583.63, "word": " بقول", "probability": 0.95556640625}, {"start": 583.63, "end": 584.87, "word": " إذا", "probability": 0.88623046875}, {"start": 584.87, "end": 585.39, "word": " كانت", "probability": 0.9736328125}, {"start": 585.39, "end": 585.77, "word": " delta", "probability": 0.429931640625}, {"start": 585.77, "end": 586.35, "word": " E", "probability": 0.90625}, {"start": 586.35, "end": 587.15, "word": " أكبر", "probability": 0.96533203125}, {"start": 587.15, "end": 587.63, "word": " من", "probability": 0.99609375}, {"start": 587.63, "end": 588.45, "word": " صفر", "probability": 0.9640299479166666}, {"start": 588.45, "end": 588.85, "word": " ..", "probability": 0.249267578125}, {"start": 588.85, "end": 589.37, "word": " أكبر", "probability": 0.9357096354166666}, {"start": 589.37, "end": 589.91, "word": " من", "probability": 0.99658203125}, {"start": 589.91, "end": 590.47, "word": " صفر", "probability": 0.9900716145833334}, {"start": 590.47, "end": 591.67, "word": " فبنحط", "probability": 0.929296875}, {"start": 591.67, "end": 592.09, "word": " current", "probability": 0.9453125}, {"start": 592.09, "end": 592.51, "word": " هي", "probability": 0.9560546875}, {"start": 592.51, "end": 593.83, "word": " ال", "probability": 0.85595703125}, {"start": 593.83, "end": 594.15, "word": " next", "probability": 0.9501953125}, {"start": 594.15, "end": 594.63, "word": " على", "probability": 0.537109375}, {"start": 594.63, "end": 594.95, "word": " اعتبار", "probability": 0.9512939453125}, {"start": 594.95, "end": 595.13, "word": " إنه", "probability": 0.533935546875}, {"start": 595.13, "end": 595.25, "word": " إذا", "probability": 0.94384765625}, {"start": 595.25, "end": 595.41, "word": " كان", "probability": 0.98388671875}, {"start": 595.41, "end": 595.59, "word": " هنا", "probability": 0.9912109375}, {"start": 595.59, "end": 596.03, "word": " أكبر", "probability": 0.9781901041666666}, {"start": 596.03, "end": 596.19, "word": " من", "probability": 0.9970703125}, {"start": 596.19, "end": 596.57, "word": " صفر", "probability": 0.9903971354166666}, {"start": 596.57, "end": 597.01, "word": " معناته", "probability": 0.8184407552083334}, {"start": 597.01, "end": 597.57, "word": " positive", "probability": 0.93701171875}], "temperature": 1.0}, {"id": 27, "seek": 62538, "start": 598.66, "end": 625.38, "text": "و هذه هتكون positive ايه انت؟ اذا كان ال term الأول هو الأكبر ..term الأول هو الأكبر لأي قيمة ..term الأول أكبر في عملية طرح ..معنى ذلك أنه الناتج أكيد هيكون قيمة positive في الحالة هذه automatically بنعرف أنه ال next أعطتني قيمة أعلى من ال current ..أعلى من ال current فبنحول قيمة next تصبح هي ال current الحالي ..هي", "tokens": [2407, 29538, 8032, 2655, 30544, 3353, 1975, 1829, 3224, 16472, 2655, 22807, 1975, 15730, 25961, 2423, 1433, 16247, 12610, 31439, 16247, 4117, 26890, 4386, 7039, 16247, 12610, 31439, 16247, 4117, 26890, 5296, 10721, 1829, 12174, 32640, 3660, 4386, 7039, 16247, 12610, 5551, 4117, 26890, 8978, 6225, 42213, 10632, 23032, 2288, 5016, 4386, 2304, 3615, 1863, 7578, 29910, 23275, 14739, 3224, 28239, 9307, 7435, 5551, 4117, 25708, 39896, 30544, 12174, 32640, 3660, 3353, 8978, 21542, 6027, 3660, 29538, 6772, 44945, 3615, 28480, 14739, 3224, 2423, 958, 5551, 3615, 9566, 2655, 22653, 12174, 32640, 3660, 5551, 3615, 23942, 9154, 2423, 2190, 4386, 10721, 3615, 23942, 9154, 2423, 2190, 6156, 3555, 1863, 5016, 12610, 12174, 32640, 3660, 958, 6055, 9381, 49628, 39896, 2423, 2190, 21542, 6027, 1829, 4386, 3224, 1829], "avg_logprob": -0.17468261520843953, "compression_ratio": 1.9959677419354838, "no_speech_prob": 2.4437904357910156e-06, "words": [{"start": 598.66, "end": 598.84, "word": "و", "probability": 0.83984375}, {"start": 598.84, "end": 598.98, "word": " هذه", "probability": 0.40869140625}, {"start": 598.98, "end": 599.28, "word": " هتكون", "probability": 0.91455078125}, {"start": 599.28, "end": 599.58, "word": " positive", "probability": 0.86279296875}, {"start": 599.58, "end": 599.76, "word": " ايه", "probability": 0.604736328125}, {"start": 599.76, "end": 599.92, "word": " انت؟", "probability": 0.6208902994791666}, {"start": 599.92, "end": 600.06, "word": " اذا", "probability": 0.809326171875}, {"start": 600.06, "end": 600.22, "word": " كان", "probability": 0.97119140625}, {"start": 600.22, "end": 600.34, "word": " ال", "probability": 0.88671875}, {"start": 600.34, "end": 600.5, "word": " term", "probability": 0.82666015625}, {"start": 600.5, "end": 600.86, "word": " الأول", "probability": 0.90576171875}, {"start": 600.86, "end": 601.02, "word": " هو", "probability": 0.98779296875}, {"start": 601.02, "end": 601.5, "word": " الأكبر", "probability": 0.96630859375}, {"start": 601.5, "end": 602.36, "word": " ..term", "probability": 0.380615234375}, {"start": 602.36, "end": 602.76, "word": " الأول", "probability": 0.959716796875}, {"start": 602.76, "end": 603.02, "word": " هو", "probability": 0.9931640625}, {"start": 603.02, "end": 603.96, "word": " الأكبر", "probability": 0.9773763020833334}, {"start": 603.96, "end": 604.48, "word": " لأي", "probability": 0.9422200520833334}, {"start": 604.48, "end": 604.88, "word": " قيمة", "probability": 0.99267578125}, {"start": 604.88, "end": 605.36, "word": " ..term", "probability": 0.614990234375}, {"start": 605.36, "end": 606.16, "word": " الأول", "probability": 0.966796875}, {"start": 606.16, "end": 606.74, "word": " أكبر", "probability": 0.96826171875}, {"start": 606.74, "end": 607.3, "word": " في", "probability": 0.76806640625}, {"start": 607.3, "end": 607.58, "word": " عملية", "probability": 0.9900716145833334}, {"start": 607.58, "end": 608.0, "word": " طرح", "probability": 0.8836263020833334}, {"start": 608.0, "end": 608.58, "word": " ..معنى", "probability": 0.765234375}, {"start": 608.58, "end": 608.86, "word": " ذلك", "probability": 0.99267578125}, {"start": 608.86, "end": 609.24, "word": " أنه", "probability": 0.6236572265625}, {"start": 609.24, "end": 609.98, "word": " الناتج", "probability": 0.8069661458333334}, {"start": 609.98, "end": 610.2, "word": " أكيد", "probability": 0.9127604166666666}, {"start": 610.2, "end": 610.66, "word": " هيكون", "probability": 0.94384765625}, {"start": 610.66, "end": 611.32, "word": " قيمة", "probability": 0.9881184895833334}, {"start": 611.32, "end": 612.6, "word": " positive", "probability": 0.91455078125}, {"start": 612.6, "end": 613.08, "word": " في", "probability": 0.61181640625}, {"start": 613.08, "end": 613.44, "word": " الحالة", "probability": 0.986328125}, {"start": 613.44, "end": 613.72, "word": " هذه", "probability": 0.84130859375}, {"start": 613.72, "end": 614.52, "word": " automatically", "probability": 0.60107421875}, {"start": 614.52, "end": 615.08, "word": " بنعرف", "probability": 0.9431966145833334}, {"start": 615.08, "end": 615.68, "word": " أنه", "probability": 0.697265625}, {"start": 615.68, "end": 615.96, "word": " ال", "probability": 0.88134765625}, {"start": 615.96, "end": 616.28, "word": " next", "probability": 0.9482421875}, {"start": 616.28, "end": 617.02, "word": " أعطتني", "probability": 0.7947265625}, {"start": 617.02, "end": 617.64, "word": " قيمة", "probability": 0.99267578125}, {"start": 617.64, "end": 618.0, "word": " أعلى", "probability": 0.9591471354166666}, {"start": 618.0, "end": 618.18, "word": " من", "probability": 0.99658203125}, {"start": 618.18, "end": 618.34, "word": " ال", "probability": 0.6943359375}, {"start": 618.34, "end": 618.7, "word": " current", "probability": 0.94580078125}, {"start": 618.7, "end": 619.14, "word": " ..أعلى", "probability": 0.84326171875}, {"start": 619.14, "end": 619.34, "word": " من", "probability": 0.99609375}, {"start": 619.34, "end": 619.7, "word": " ال", "probability": 0.93212890625}, {"start": 619.7, "end": 620.0, "word": " current", "probability": 0.96142578125}, {"start": 620.0, "end": 621.58, "word": " فبنحول", "probability": 0.8837890625}, {"start": 621.58, "end": 622.42, "word": " قيمة", "probability": 0.9959309895833334}, {"start": 622.42, "end": 622.78, "word": " next", "probability": 0.97998046875}, {"start": 622.78, "end": 623.3, "word": " تصبح", "probability": 0.9853515625}, {"start": 623.3, "end": 623.62, "word": " هي", "probability": 0.89404296875}, {"start": 623.62, "end": 623.8, "word": " ال", "probability": 0.89697265625}, {"start": 623.8, "end": 624.1, "word": " current", "probability": 0.9521484375}, {"start": 624.1, "end": 624.68, "word": " الحالي", "probability": 0.978515625}, {"start": 624.68, "end": 625.38, "word": " ..هي", "probability": 0.7347005208333334}], "temperature": 1.0}, {"id": 28, "seek": 64766, "start": 626.09, "end": 647.67, "text": "قيمة ال current الحالي طيب else إذا لم يتحقق الحقيقة ذلك ماقدرناش نحقق هذا ال condition معناه ذلك أنه إيش اللي حصل فعليا اللي حصل أنه delta E هي أصبحت أقل من أو يساوي ال zero أصبحت أقل من العكس مباشرة عكسها مباشرة طيب مدام أقل من أو يساوي", "tokens": [4587, 32640, 3660, 2423, 2190, 21542, 6027, 1829, 23032, 1829, 3555, 1646, 11933, 15730, 32767, 7251, 2655, 5016, 4587, 4587, 21542, 38436, 28671, 29910, 23275, 19446, 28543, 2288, 1863, 33599, 8717, 5016, 4587, 4587, 23758, 2423, 4188, 20449, 8315, 3224, 29910, 23275, 14739, 3224, 11933, 1829, 8592, 13672, 1829, 11331, 36520, 6156, 3615, 20292, 995, 13672, 1829, 11331, 36520, 14739, 3224, 8289, 462, 39896, 5551, 9381, 3555, 33753, 5551, 4587, 1211, 9154, 34051, 7251, 3794, 995, 45865, 2423, 4018, 5551, 9381, 3555, 33753, 5551, 4587, 1211, 9154, 18863, 4117, 3794, 3714, 3555, 33599, 25720, 6225, 4117, 3794, 11296, 3714, 3555, 33599, 25720, 23032, 1829, 3555, 3714, 3215, 10943, 5551, 4587, 1211, 9154, 34051, 7251, 3794, 995, 45865], "avg_logprob": -0.13983051491490864, "compression_ratio": 1.8598130841121496, "no_speech_prob": 1.0251998901367188e-05, "words": [{"start": 626.09, "end": 626.53, "word": "قيمة", "probability": 0.93994140625}, {"start": 626.53, "end": 626.61, "word": " ال", "probability": 0.71044921875}, {"start": 626.61, "end": 626.79, "word": " current", "probability": 0.91162109375}, {"start": 626.79, "end": 627.25, "word": " الحالي", "probability": 0.9173177083333334}, {"start": 627.25, "end": 627.83, "word": " طيب", "probability": 0.7899576822916666}, {"start": 627.83, "end": 628.67, "word": " else", "probability": 0.1878662109375}, {"start": 628.67, "end": 629.13, "word": " إذا", "probability": 0.9111328125}, {"start": 629.13, "end": 629.27, "word": " لم", "probability": 0.98486328125}, {"start": 629.27, "end": 629.83, "word": " يتحقق", "probability": 0.99462890625}, {"start": 629.83, "end": 630.27, "word": " الحقيقة", "probability": 0.9876302083333334}, {"start": 630.27, "end": 630.69, "word": " ذلك", "probability": 0.990478515625}, {"start": 630.69, "end": 631.49, "word": " ماقدرناش", "probability": 0.758203125}, {"start": 631.49, "end": 632.13, "word": " نحقق", "probability": 0.876220703125}, {"start": 632.13, "end": 632.37, "word": " هذا", "probability": 0.91455078125}, {"start": 632.37, "end": 632.47, "word": " ال", "probability": 0.9482421875}, {"start": 632.47, "end": 632.91, "word": " condition", "probability": 0.986328125}, {"start": 632.91, "end": 633.55, "word": " معناه", "probability": 0.7361653645833334}, {"start": 633.55, "end": 633.75, "word": " ذلك", "probability": 0.974365234375}, {"start": 633.75, "end": 633.99, "word": " أنه", "probability": 0.53662109375}, {"start": 633.99, "end": 634.09, "word": " إيش", "probability": 0.8772786458333334}, {"start": 634.09, "end": 634.21, "word": " اللي", "probability": 0.9833984375}, {"start": 634.21, "end": 634.43, "word": " حصل", "probability": 0.87451171875}, {"start": 634.43, "end": 635.03, "word": " فعليا", "probability": 0.801513671875}, {"start": 635.03, "end": 635.57, "word": " اللي", "probability": 0.67626953125}, {"start": 635.57, "end": 635.69, "word": " حصل", "probability": 0.97265625}, {"start": 635.69, "end": 635.95, "word": " أنه", "probability": 0.4822998046875}, {"start": 635.95, "end": 636.17, "word": " delta", "probability": 0.375}, {"start": 636.17, "end": 636.61, "word": " E", "probability": 0.8232421875}, {"start": 636.61, "end": 638.03, "word": " هي", "probability": 0.85791015625}, {"start": 638.03, "end": 638.55, "word": " أصبحت", "probability": 0.9720458984375}, {"start": 638.55, "end": 638.99, "word": " أقل", "probability": 0.9833984375}, {"start": 638.99, "end": 639.23, "word": " من", "probability": 0.99560546875}, {"start": 639.23, "end": 639.61, "word": " أو", "probability": 0.9814453125}, {"start": 639.61, "end": 640.11, "word": " يساوي", "probability": 0.97509765625}, {"start": 640.11, "end": 640.93, "word": " ال", "probability": 0.94775390625}, {"start": 640.93, "end": 641.19, "word": " zero", "probability": 0.62841796875}, {"start": 641.19, "end": 642.55, "word": " أصبحت", "probability": 0.934326171875}, {"start": 642.55, "end": 642.81, "word": " أقل", "probability": 0.9910481770833334}, {"start": 642.81, "end": 642.93, "word": " من", "probability": 0.99365234375}, {"start": 642.93, "end": 643.39, "word": " العكس", "probability": 0.9837239583333334}, {"start": 643.39, "end": 643.99, "word": " مباشرة", "probability": 0.9505615234375}, {"start": 643.99, "end": 644.59, "word": " عكسها", "probability": 0.9609375}, {"start": 644.59, "end": 645.13, "word": " مباشرة", "probability": 0.990478515625}, {"start": 645.13, "end": 645.81, "word": " طيب", "probability": 0.9825846354166666}, {"start": 645.81, "end": 646.55, "word": " مدام", "probability": 0.8411458333333334}, {"start": 646.55, "end": 646.85, "word": " أقل", "probability": 0.9874674479166666}, {"start": 646.85, "end": 646.97, "word": " من", "probability": 0.99755859375}, {"start": 646.97, "end": 647.15, "word": " أو", "probability": 0.98388671875}, {"start": 647.15, "end": 647.67, "word": " يساوي", "probability": 0.9912109375}], "temperature": 1.0}, {"id": 29, "seek": 67756, "start": 648.5, "end": 677.56, "text": "معنى ذلك أنه بعرف أن ال current هي الأفضل ال current كانت أفضل في الحالة هذه إذا ال current أفضل بنحط ال next يعني القاعدة الأساسية أن ال current تبقى لزمها هي لكن بنعمل احتمالية الاحتمالية هذه أنه أحط ال next مكان ال current رغم أن أنا عارف أن هي أسوأ رغم أنه بعرف أن هي أسوأ كويس هذا فقط with probability E", "tokens": [2304, 3615, 1863, 7578, 29910, 23275, 14739, 3224, 45030, 28480, 14739, 2423, 2190, 39896, 16247, 5172, 11242, 1211, 2423, 2190, 25961, 2655, 5551, 5172, 11242, 1211, 8978, 21542, 6027, 3660, 29538, 11933, 15730, 2423, 2190, 5551, 5172, 11242, 1211, 44945, 5016, 9566, 2423, 958, 37495, 22653, 25062, 995, 22488, 3660, 16247, 3794, 32277, 10632, 14739, 2423, 2190, 6055, 3555, 4587, 7578, 5296, 11622, 2304, 11296, 39896, 44381, 44945, 25957, 1211, 1975, 33753, 2304, 6027, 10632, 42963, 33753, 2304, 6027, 10632, 29538, 14739, 3224, 5551, 5016, 9566, 2423, 958, 3714, 41361, 2423, 2190, 12602, 17082, 2304, 14739, 41850, 6225, 9640, 5172, 14739, 39896, 5551, 3794, 2407, 10721, 12602, 17082, 2304, 14739, 3224, 45030, 28480, 14739, 39896, 5551, 3794, 2407, 10721, 9122, 45865, 3794, 23758, 6156, 47432, 365, 8482, 462], "avg_logprob": -0.11119186046511628, "compression_ratio": 2.0454545454545454, "no_speech_prob": 3.933906555175781e-06, "words": [{"start": 648.5, "end": 648.9, "word": "معنى", "probability": 0.80682373046875}, {"start": 648.9, "end": 649.12, "word": " ذلك", "probability": 0.991455078125}, {"start": 649.12, "end": 649.42, "word": " أنه", "probability": 0.685302734375}, {"start": 649.42, "end": 649.84, "word": " بعرف", "probability": 0.9130859375}, {"start": 649.84, "end": 650.08, "word": " أن", "probability": 0.640625}, {"start": 650.08, "end": 650.56, "word": " ال", "probability": 0.724609375}, {"start": 650.56, "end": 651.14, "word": " current", "probability": 0.9638671875}, {"start": 651.14, "end": 651.4, "word": " هي", "probability": 0.947265625}, {"start": 651.4, "end": 651.88, "word": " الأفضل", "probability": 0.99755859375}, {"start": 651.88, "end": 652.72, "word": " ال", "probability": 0.810546875}, {"start": 652.72, "end": 652.98, "word": " current", "probability": 0.9658203125}, {"start": 652.98, "end": 653.36, "word": " كانت", "probability": 0.957763671875}, {"start": 653.36, "end": 653.74, "word": " أفضل", "probability": 0.9921875}, {"start": 653.74, "end": 654.16, "word": " في", "probability": 0.8271484375}, {"start": 654.16, "end": 654.48, "word": " الحالة", "probability": 0.9871419270833334}, {"start": 654.48, "end": 654.68, "word": " هذه", "probability": 0.8701171875}, {"start": 654.68, "end": 654.84, "word": " إذا", "probability": 0.893798828125}, {"start": 654.84, "end": 654.96, "word": " ال", "probability": 0.93359375}, {"start": 654.96, "end": 655.14, "word": " current", "probability": 0.97607421875}, {"start": 655.14, "end": 655.68, "word": " أفضل", "probability": 0.9940185546875}, {"start": 655.68, "end": 656.84, "word": " بنحط", "probability": 0.9510091145833334}, {"start": 656.84, "end": 657.14, "word": " ال", "probability": 0.92333984375}, {"start": 657.14, "end": 657.56, "word": " next", "probability": 0.97021484375}, {"start": 657.56, "end": 659.1, "word": " يعني", "probability": 0.863525390625}, {"start": 659.1, "end": 659.66, "word": " القاعدة", "probability": 0.98291015625}, {"start": 659.66, "end": 660.04, "word": " الأساسية", "probability": 0.9915771484375}, {"start": 660.04, "end": 660.2, "word": " أن", "probability": 0.7958984375}, {"start": 660.2, "end": 660.5, "word": " ال", "probability": 0.7255859375}, {"start": 660.5, "end": 660.78, "word": " current", "probability": 0.9736328125}, {"start": 660.78, "end": 660.98, "word": " تبقى", "probability": 0.9383544921875}, {"start": 660.98, "end": 661.3, "word": " لزمها", "probability": 0.7724609375}, {"start": 661.3, "end": 661.5, "word": " هي", "probability": 0.62109375}, {"start": 661.5, "end": 662.08, "word": " لكن", "probability": 0.80322265625}, {"start": 662.08, "end": 662.64, "word": " بنعمل", "probability": 0.9596354166666666}, {"start": 662.64, "end": 663.78, "word": " احتمالية", "probability": 0.9712890625}, {"start": 663.78, "end": 665.2, "word": " الاحتمالية", "probability": 0.95107421875}, {"start": 665.2, "end": 665.56, "word": " هذه", "probability": 0.86669921875}, {"start": 665.56, "end": 666.14, "word": " أنه", "probability": 0.687255859375}, {"start": 666.14, "end": 666.54, "word": " أحط", "probability": 0.90673828125}, {"start": 666.54, "end": 666.84, "word": " ال", "probability": 0.92626953125}, {"start": 666.84, "end": 667.24, "word": " next", "probability": 0.97802734375}, {"start": 667.24, "end": 668.06, "word": " مكان", "probability": 0.972412109375}, {"start": 668.06, "end": 668.3, "word": " ال", "probability": 0.919921875}, {"start": 668.3, "end": 668.76, "word": " current", "probability": 0.96142578125}, {"start": 668.76, "end": 669.52, "word": " رغم", "probability": 0.9736328125}, {"start": 669.52, "end": 669.64, "word": " أن", "probability": 0.80615234375}, {"start": 669.64, "end": 669.74, "word": " أنا", "probability": 0.865234375}, {"start": 669.74, "end": 670.06, "word": " عارف", "probability": 0.9327799479166666}, {"start": 670.06, "end": 670.2, "word": " أن", "probability": 0.70556640625}, {"start": 670.2, "end": 670.52, "word": " هي", "probability": 0.71142578125}, {"start": 670.52, "end": 671.24, "word": " أسوأ", "probability": 0.9759521484375}, {"start": 671.24, "end": 672.14, "word": " رغم", "probability": 0.9212239583333334}, {"start": 672.14, "end": 672.26, "word": " أنه", "probability": 0.92578125}, {"start": 672.26, "end": 672.54, "word": " بعرف", "probability": 0.969970703125}, {"start": 672.54, "end": 672.66, "word": " أن", "probability": 0.8515625}, {"start": 672.66, "end": 672.84, "word": " هي", "probability": 0.837890625}, {"start": 672.84, "end": 673.38, "word": " أسوأ", "probability": 0.98681640625}, {"start": 673.38, "end": 674.1, "word": " كويس", "probability": 0.75341796875}, {"start": 674.1, "end": 675.0, "word": " هذا", "probability": 0.78955078125}, {"start": 675.0, "end": 675.46, "word": " فقط", "probability": 0.993896484375}, {"start": 675.46, "end": 675.88, "word": " with", "probability": 0.91552734375}, {"start": 675.88, "end": 676.62, "word": " probability", "probability": 0.96728515625}, {"start": 676.62, "end": 677.56, "word": " E", "probability": 0.64013671875}], "temperature": 1.0}, {"id": 30, "seek": 70092, "start": 679.4, "end": 700.92, "text": "to the power delta E ونكبرها شوية E to the power delta E على capital T شوية شوية ناخدها الان delta E عشان اصلها الاحتمالية هذه واضح انه لازم تكون اقل من صفر اقل من صفر يعني مبدأيا هذا ال term بده يكون بال negative", "tokens": [1353, 264, 1347, 8289, 462, 4032, 1863, 4117, 26890, 11296, 13412, 2407, 10632, 462, 281, 264, 1347, 8289, 462, 15844, 4238, 314, 13412, 2407, 10632, 13412, 2407, 10632, 8717, 47283, 3215, 11296, 2423, 7649, 8289, 462, 6225, 8592, 7649, 1975, 36520, 11296, 42963, 33753, 2304, 6027, 10632, 29538, 4032, 46958, 5016, 16472, 3224, 5296, 31377, 2304, 6055, 30544, 1975, 4587, 1211, 9154, 20328, 5172, 2288, 1975, 4587, 1211, 9154, 20328, 5172, 2288, 37495, 22653, 3714, 44510, 10721, 25528, 23758, 2423, 1433, 47525, 3224, 7251, 30544, 20666, 3671], "avg_logprob": -0.16264203817329623, "compression_ratio": 1.6822916666666667, "no_speech_prob": 1.7881393432617188e-06, "words": [{"start": 679.4, "end": 679.62, "word": "to", "probability": 0.7451171875}, {"start": 679.62, "end": 679.78, "word": " the", "probability": 0.9248046875}, {"start": 679.78, "end": 680.06, "word": " power", "probability": 0.91064453125}, {"start": 680.06, "end": 680.7, "word": " delta", "probability": 0.29443359375}, {"start": 680.7, "end": 681.16, "word": " E", "probability": 0.76904296875}, {"start": 681.16, "end": 682.24, "word": " ونكبرها", "probability": 0.793408203125}, {"start": 682.24, "end": 682.66, "word": " شوية", "probability": 0.8987630208333334}, {"start": 682.66, "end": 683.16, "word": " E", "probability": 0.78515625}, {"start": 683.16, "end": 683.38, "word": " to", "probability": 0.77197265625}, {"start": 683.38, "end": 683.56, "word": " the", "probability": 0.92919921875}, {"start": 683.56, "end": 683.84, "word": " power", "probability": 0.89111328125}, {"start": 683.84, "end": 684.72, "word": " delta", "probability": 0.60791015625}, {"start": 684.72, "end": 685.32, "word": " E", "probability": 0.970703125}, {"start": 685.32, "end": 686.32, "word": " على", "probability": 0.7900390625}, {"start": 686.32, "end": 687.6, "word": " capital", "probability": 0.6484375}, {"start": 687.6, "end": 688.26, "word": " T", "probability": 0.9873046875}, {"start": 688.26, "end": 689.0, "word": " شوية", "probability": 0.8792317708333334}, {"start": 689.0, "end": 689.2, "word": " شوية", "probability": 0.9632161458333334}, {"start": 689.2, "end": 689.7, "word": " ناخدها", "probability": 0.9508056640625}, {"start": 689.7, "end": 691.12, "word": " الان", "probability": 0.675048828125}, {"start": 691.12, "end": 691.72, "word": " delta", "probability": 0.73291015625}, {"start": 691.72, "end": 691.98, "word": " E", "probability": 0.98486328125}, {"start": 691.98, "end": 692.38, "word": " عشان", "probability": 0.9842122395833334}, {"start": 692.38, "end": 693.06, "word": " اصلها", "probability": 0.671875}, {"start": 693.06, "end": 693.88, "word": " الاحتمالية", "probability": 0.96904296875}, {"start": 693.88, "end": 694.26, "word": " هذه", "probability": 0.77734375}, {"start": 694.26, "end": 694.78, "word": " واضح", "probability": 0.98681640625}, {"start": 694.78, "end": 694.98, "word": " انه", "probability": 0.72216796875}, {"start": 694.98, "end": 695.18, "word": " لازم", "probability": 0.98388671875}, {"start": 695.18, "end": 695.58, "word": " تكون", "probability": 0.966552734375}, {"start": 695.58, "end": 696.2, "word": " اقل", "probability": 0.9638671875}, {"start": 696.2, "end": 696.56, "word": " من", "probability": 0.9970703125}, {"start": 696.56, "end": 696.96, "word": " صفر", "probability": 0.8937174479166666}, {"start": 696.96, "end": 697.92, "word": " اقل", "probability": 0.89501953125}, {"start": 697.92, "end": 698.2, "word": " من", "probability": 0.9970703125}, {"start": 698.2, "end": 698.52, "word": " صفر", "probability": 0.99072265625}, {"start": 698.52, "end": 698.9, "word": " يعني", "probability": 0.94580078125}, {"start": 698.9, "end": 699.42, "word": " مبدأيا", "probability": 0.839111328125}, {"start": 699.42, "end": 699.6, "word": " هذا", "probability": 0.92822265625}, {"start": 699.6, "end": 699.76, "word": " ال", "probability": 0.8564453125}, {"start": 699.76, "end": 699.94, "word": " term", "probability": 0.8876953125}, {"start": 699.94, "end": 700.2, "word": " بده", "probability": 0.5068359375}, {"start": 700.2, "end": 700.38, "word": " يكون", "probability": 0.98388671875}, {"start": 700.38, "end": 700.58, "word": " بال", "probability": 0.91845703125}, {"start": 700.58, "end": 700.92, "word": " negative", "probability": 0.85791015625}], "temperature": 1.0}, {"id": 31, "seek": 73114, "start": 703.06, "end": 731.14, "text": "هذا ال term يكون negative واضح انه لازم يكون negative فمعنى ذلك ان انا بتعامل مع ال function بهذا الشكل و اللي هي مبدأيا هنا واحد عند الصفر و تناقص هي في ال infinitive تصل لل zero في ال infinitive تصل لل zero هي ال exponential ل negative هي ال function بتاعتنا طيب فإذا في أفضل الأحوال أو أكبر قيمة ممكنة لهذا ال term ان يكون فوق zero", "tokens": [3224, 15730, 2423, 1433, 7251, 30544, 3671, 4032, 46958, 5016, 16472, 3224, 5296, 31377, 2304, 7251, 30544, 3671, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 16472, 1975, 8315, 39894, 3615, 10943, 1211, 20449, 2423, 2445, 39627, 15730, 25124, 28820, 4032, 13672, 1829, 39896, 3714, 44510, 10721, 25528, 34105, 36764, 24401, 43242, 31767, 5172, 2288, 4032, 6055, 8315, 4587, 9381, 39896, 8978, 2423, 7193, 2187, 6055, 36520, 24976, 4018, 8978, 2423, 7193, 2187, 6055, 36520, 24976, 4018, 39896, 2423, 21510, 5296, 3671, 39896, 2423, 2445, 39894, 995, 34268, 8315, 23032, 1829, 3555, 6156, 28814, 15730, 8978, 5551, 5172, 11242, 1211, 16247, 5016, 2407, 6027, 34051, 5551, 4117, 26890, 12174, 32640, 3660, 3714, 43020, 3660, 46740, 15730, 2423, 1433, 16472, 7251, 30544, 6156, 30543, 4018], "avg_logprob": -0.1604082609616941, "compression_ratio": 1.9101123595505618, "no_speech_prob": 1.1324882507324219e-06, "words": [{"start": 703.06, "end": 703.42, "word": "هذا", "probability": 0.95654296875}, {"start": 703.42, "end": 703.78, "word": " ال", "probability": 0.79541015625}, {"start": 703.78, "end": 703.78, "word": " term", "probability": 0.80517578125}, {"start": 703.78, "end": 704.46, "word": " يكون", "probability": 0.4676513671875}, {"start": 704.46, "end": 704.84, "word": " negative", "probability": 0.81591796875}, {"start": 704.84, "end": 705.42, "word": " واضح", "probability": 0.95263671875}, {"start": 705.42, "end": 705.58, "word": " انه", "probability": 0.717529296875}, {"start": 705.58, "end": 705.74, "word": " لازم", "probability": 0.9466145833333334}, {"start": 705.74, "end": 705.92, "word": " يكون", "probability": 0.98779296875}, {"start": 705.92, "end": 706.12, "word": " negative", "probability": 0.8330078125}, {"start": 706.12, "end": 706.48, "word": " فمعنى", "probability": 0.91064453125}, {"start": 706.48, "end": 706.66, "word": " ذلك", "probability": 0.939697265625}, {"start": 706.66, "end": 706.78, "word": " ان", "probability": 0.6298828125}, {"start": 706.78, "end": 706.88, "word": " انا", "probability": 0.88037109375}, {"start": 706.88, "end": 707.2, "word": " بتعامل", "probability": 0.9552001953125}, {"start": 707.2, "end": 707.42, "word": " مع", "probability": 0.990234375}, {"start": 707.42, "end": 707.92, "word": " ال", "probability": 0.99267578125}, {"start": 707.92, "end": 708.26, "word": " function", "probability": 0.919921875}, {"start": 708.26, "end": 708.56, "word": " بهذا", "probability": 0.95751953125}, {"start": 708.56, "end": 708.9, "word": " الشكل", "probability": 0.991455078125}, {"start": 708.9, "end": 709.68, "word": " و", "probability": 0.33740234375}, {"start": 709.68, "end": 709.76, "word": " اللي", "probability": 0.869384765625}, {"start": 709.76, "end": 709.94, "word": " هي", "probability": 0.759765625}, {"start": 709.94, "end": 710.42, "word": " مبدأيا", "probability": 0.825927734375}, {"start": 710.42, "end": 710.62, "word": " هنا", "probability": 0.86572265625}, {"start": 710.62, "end": 711.2, "word": " واحد", "probability": 0.8310546875}, {"start": 711.2, "end": 711.68, "word": " عند", "probability": 0.9814453125}, {"start": 711.68, "end": 712.22, "word": " الصفر", "probability": 0.9586588541666666}, {"start": 712.22, "end": 712.94, "word": " و", "probability": 0.465087890625}, {"start": 712.94, "end": 713.82, "word": " تناقص", "probability": 0.9564208984375}, {"start": 713.82, "end": 714.16, "word": " هي", "probability": 0.65478515625}, {"start": 714.16, "end": 714.64, "word": " في", "probability": 0.91650390625}, {"start": 714.64, "end": 714.76, "word": " ال", "probability": 0.98046875}, {"start": 714.76, "end": 715.28, "word": " infinitive", "probability": 0.71240234375}, {"start": 715.28, "end": 715.7, "word": " تصل", "probability": 0.87646484375}, {"start": 715.7, "end": 716.06, "word": " لل", "probability": 0.7236328125}, {"start": 716.06, "end": 716.38, "word": " zero", "probability": 0.599609375}, {"start": 716.38, "end": 716.84, "word": " في", "probability": 0.703125}, {"start": 716.84, "end": 716.9, "word": " ال", "probability": 0.95556640625}, {"start": 716.9, "end": 717.22, "word": " infinitive", "probability": 0.9677734375}, {"start": 717.22, "end": 717.52, "word": " تصل", "probability": 0.94921875}, {"start": 717.52, "end": 717.64, "word": " لل", "probability": 0.75537109375}, {"start": 717.64, "end": 717.86, "word": " zero", "probability": 0.89013671875}, {"start": 717.86, "end": 718.22, "word": " هي", "probability": 0.441650390625}, {"start": 718.22, "end": 718.56, "word": " ال", "probability": 0.96240234375}, {"start": 718.56, "end": 719.22, "word": " exponential", "probability": 0.9482421875}, {"start": 719.22, "end": 719.64, "word": " ل", "probability": 0.81982421875}, {"start": 719.64, "end": 720.16, "word": " negative", "probability": 0.958984375}, {"start": 720.16, "end": 721.88, "word": " هي", "probability": 0.6025390625}, {"start": 721.88, "end": 722.28, "word": " ال", "probability": 0.9912109375}, {"start": 722.28, "end": 722.6, "word": " function", "probability": 0.97216796875}, {"start": 722.6, "end": 723.08, "word": " بتاعتنا", "probability": 0.95849609375}, {"start": 723.08, "end": 724.18, "word": " طيب", "probability": 0.9104817708333334}, {"start": 724.18, "end": 724.8, "word": " فإذا", "probability": 0.7794596354166666}, {"start": 724.8, "end": 725.16, "word": " في", "probability": 0.96630859375}, {"start": 725.16, "end": 726.38, "word": " أفضل", "probability": 0.82916259765625}, {"start": 726.38, "end": 727.04, "word": " الأحوال", "probability": 0.9857177734375}, {"start": 727.04, "end": 727.28, "word": " أو", "probability": 0.48193359375}, {"start": 727.28, "end": 727.76, "word": " أكبر", "probability": 0.9298502604166666}, {"start": 727.76, "end": 728.32, "word": " قيمة", "probability": 0.9930013020833334}, {"start": 728.32, "end": 728.9, "word": " ممكنة", "probability": 0.9612630208333334}, {"start": 728.9, "end": 729.24, "word": " لهذا", "probability": 0.840087890625}, {"start": 729.24, "end": 729.38, "word": " ال", "probability": 0.93310546875}, {"start": 729.38, "end": 729.68, "word": " term", "probability": 0.95654296875}, {"start": 729.68, "end": 730.26, "word": " ان", "probability": 0.59130859375}, {"start": 730.26, "end": 730.54, "word": " يكون", "probability": 0.88427734375}, {"start": 730.54, "end": 730.82, "word": " فوق", "probability": 0.978759765625}, {"start": 730.82, "end": 731.14, "word": " zero", "probability": 0.68701171875}], "temperature": 1.0}, {"id": 32, "seek": 75793, "start": 731.97, "end": 757.93, "text": "على اعتبار انه اذا يساوي التحققات ففي الحالة دي واحد واحد معناه ذلك انه ال probability بتقول ليه انه لأ حط ال next مكان ال current على اعتبار ان الاتنين بيساوي بعض الاتنين بيساوي بعض ف ال difference between them اكيد zero وهذا معناه انه لأ خلاص حط ال next مكان ال current مش هيفرجوا كتير عن بعض فلأ الاحتمالية هنا عالية جدا انه احطهم مكان بعض طيب", "tokens": [3615, 23942, 1975, 34268, 3555, 9640, 16472, 3224, 1975, 15730, 7251, 3794, 995, 45865, 16712, 5016, 4587, 4587, 9307, 6156, 41185, 21542, 6027, 3660, 11778, 1829, 36764, 24401, 36764, 24401, 20449, 8315, 3224, 29910, 23275, 16472, 3224, 2423, 8482, 39894, 39648, 32239, 3224, 16472, 3224, 5296, 10721, 11331, 9566, 2423, 958, 3714, 41361, 2423, 2190, 15844, 1975, 34268, 3555, 9640, 16472, 2423, 9307, 1863, 9957, 4724, 1829, 3794, 995, 45865, 45030, 11242, 2423, 9307, 1863, 9957, 4724, 1829, 3794, 995, 45865, 45030, 11242, 6156, 2423, 2649, 1296, 552, 1975, 4117, 25708, 4018, 37037, 15730, 20449, 8315, 3224, 16472, 3224, 5296, 10721, 16490, 1211, 33546, 11331, 9566, 2423, 958, 3714, 41361, 2423, 2190, 37893, 39896, 5172, 47341, 14407, 9122, 2655, 13546, 18871, 45030, 11242, 6156, 1211, 10721, 42963, 33753, 2304, 6027, 10632, 34105, 6225, 6027, 10632, 10874, 28259, 16472, 3224, 1975, 5016, 9566, 16095, 3714, 41361, 45030, 11242, 23032, 1829, 3555], "avg_logprob": -0.12313741820537491, "compression_ratio": 2.076923076923077, "no_speech_prob": 5.245208740234375e-06, "words": [{"start": 731.97, "end": 732.23, "word": "على", "probability": 0.5877685546875}, {"start": 732.23, "end": 732.53, "word": " اعتبار", "probability": 0.9664306640625}, {"start": 732.53, "end": 732.75, "word": " انه", "probability": 0.7939453125}, {"start": 732.75, "end": 732.99, "word": " اذا", "probability": 0.661376953125}, {"start": 732.99, "end": 733.83, "word": " يساوي", "probability": 0.9752197265625}, {"start": 733.83, "end": 734.87, "word": " التحققات", "probability": 0.8576171875}, {"start": 734.87, "end": 735.29, "word": " ففي", "probability": 0.844482421875}, {"start": 735.29, "end": 735.53, "word": " الحالة", "probability": 0.8434244791666666}, {"start": 735.53, "end": 735.69, "word": " دي", "probability": 0.72998046875}, {"start": 735.69, "end": 736.09, "word": " واحد", "probability": 0.95849609375}, {"start": 736.09, "end": 736.77, "word": " واحد", "probability": 0.735107421875}, {"start": 736.77, "end": 737.07, "word": " معناه", "probability": 0.89404296875}, {"start": 737.07, "end": 737.25, "word": " ذلك", "probability": 0.97119140625}, {"start": 737.25, "end": 737.99, "word": " انه", "probability": 0.8818359375}, {"start": 737.99, "end": 738.79, "word": " ال", "probability": 0.8828125}, {"start": 738.79, "end": 739.29, "word": " probability", "probability": 0.86572265625}, {"start": 739.29, "end": 739.79, "word": " بتقول", "probability": 0.966064453125}, {"start": 739.79, "end": 739.95, "word": " ليه", "probability": 0.8740234375}, {"start": 739.95, "end": 740.17, "word": " انه", "probability": 0.877685546875}, {"start": 740.17, "end": 740.31, "word": " لأ", "probability": 0.966796875}, {"start": 740.31, "end": 740.85, "word": " حط", "probability": 0.8798828125}, {"start": 740.85, "end": 741.29, "word": " ال", "probability": 0.96142578125}, {"start": 741.29, "end": 741.61, "word": " next", "probability": 0.96337890625}, {"start": 741.61, "end": 742.33, "word": " مكان", "probability": 0.973876953125}, {"start": 742.33, "end": 742.51, "word": " ال", "probability": 0.8798828125}, {"start": 742.51, "end": 742.81, "word": " current", "probability": 0.9560546875}, {"start": 742.81, "end": 743.19, "word": " على", "probability": 0.6337890625}, {"start": 743.19, "end": 743.57, "word": " اعتبار", "probability": 0.9869384765625}, {"start": 743.57, "end": 743.69, "word": " ان", "probability": 0.84716796875}, {"start": 743.69, "end": 743.93, "word": " الاتنين", "probability": 0.7568359375}, {"start": 743.93, "end": 744.21, "word": " بيساوي", "probability": 0.802880859375}, {"start": 744.21, "end": 744.53, "word": " بعض", "probability": 0.93212890625}, {"start": 744.53, "end": 745.69, "word": " الاتنين", "probability": 0.83270263671875}, {"start": 745.69, "end": 745.97, "word": " بيساوي", "probability": 0.98349609375}, {"start": 745.97, "end": 746.23, "word": " بعض", "probability": 0.97119140625}, {"start": 746.23, "end": 746.35, "word": " ف", "probability": 0.970703125}, {"start": 746.35, "end": 746.45, "word": " ال", "probability": 0.5146484375}, {"start": 746.45, "end": 746.71, "word": " difference", "probability": 0.9482421875}, {"start": 746.71, "end": 747.03, "word": " between", "probability": 0.94775390625}, {"start": 747.03, "end": 747.37, "word": " them", "probability": 0.9423828125}, {"start": 747.37, "end": 748.45, "word": " اكيد", "probability": 0.8671875}, {"start": 748.45, "end": 749.07, "word": " zero", "probability": 0.60107421875}, {"start": 749.07, "end": 749.71, "word": " وهذا", "probability": 0.765625}, {"start": 749.71, "end": 750.13, "word": " معناه", "probability": 0.9822591145833334}, {"start": 750.13, "end": 750.35, "word": " انه", "probability": 0.920166015625}, {"start": 750.35, "end": 750.47, "word": " لأ", "probability": 0.98828125}, {"start": 750.47, "end": 750.73, "word": " خلاص", "probability": 0.9729817708333334}, {"start": 750.73, "end": 751.01, "word": " حط", "probability": 0.98388671875}, {"start": 751.01, "end": 751.15, "word": " ال", "probability": 0.9775390625}, {"start": 751.15, "end": 751.35, "word": " next", "probability": 0.978515625}, {"start": 751.35, "end": 751.69, "word": " مكان", "probability": 0.98828125}, {"start": 751.69, "end": 751.85, "word": " ال", "probability": 0.86962890625}, {"start": 751.85, "end": 752.17, "word": " current", "probability": 0.947265625}, {"start": 752.17, "end": 753.51, "word": " مش", "probability": 0.9384765625}, {"start": 753.51, "end": 753.93, "word": " هيفرجوا", "probability": 0.9215087890625}, {"start": 753.93, "end": 754.13, "word": " كتير", "probability": 0.94921875}, {"start": 754.13, "end": 754.25, "word": " عن", "probability": 0.9912109375}, {"start": 754.25, "end": 754.49, "word": " بعض", "probability": 0.9970703125}, {"start": 754.49, "end": 754.75, "word": " فلأ", "probability": 0.9567057291666666}, {"start": 754.75, "end": 755.25, "word": " الاحتمالية", "probability": 0.98173828125}, {"start": 755.25, "end": 755.45, "word": " هنا", "probability": 0.95947265625}, {"start": 755.45, "end": 756.11, "word": " عالية", "probability": 0.97900390625}, {"start": 756.11, "end": 756.37, "word": " جدا", "probability": 0.98388671875}, {"start": 756.37, "end": 756.61, "word": " انه", "probability": 0.83154296875}, {"start": 756.61, "end": 756.95, "word": " احطهم", "probability": 0.93798828125}, {"start": 756.95, "end": 757.15, "word": " مكان", "probability": 0.989013671875}, {"start": 757.15, "end": 757.43, "word": " بعض", "probability": 0.9912109375}, {"start": 757.43, "end": 757.93, "word": " طيب", "probability": 0.9235026041666666}], "temperature": 1.0}, {"id": 33, "seek": 78788, "start": 758.92, "end": 787.88, "text": "إذا كان لأ هي أقل من الصفر أقل من صفر فمعنى ذلك أن ال term الاحتمالية بتبدأ تجل تبدأ تجل تبدأ تجل تناسبا مع مين؟ تناسبا مع ال term نفسه هل هو قيمة ال negative تبعته عالية؟ إذا عالية لأ معناته ال current كتير أحسن من ال next يعني هو بعيد حتى عن ال next هيو ال current لما يكون أكبر بكتير من ال next معناته ال difference between them هيكون بال negative كتير", "tokens": [28814, 15730, 25961, 5296, 10721, 39896, 5551, 4587, 1211, 9154, 31767, 5172, 2288, 5551, 4587, 1211, 9154, 20328, 5172, 2288, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 14739, 2423, 1433, 42963, 33753, 2304, 6027, 10632, 39894, 44510, 10721, 6055, 7435, 1211, 6055, 44510, 10721, 6055, 7435, 1211, 6055, 44510, 10721, 6055, 7435, 1211, 6055, 8315, 35457, 995, 20449, 3714, 9957, 22807, 6055, 8315, 35457, 995, 20449, 2423, 1433, 8717, 36178, 3224, 8032, 1211, 31439, 12174, 32640, 3660, 2423, 3671, 6055, 3555, 34268, 3224, 6225, 6027, 10632, 22807, 11933, 15730, 6225, 6027, 10632, 5296, 10721, 20449, 8315, 47395, 2423, 2190, 9122, 2655, 13546, 5551, 5016, 3794, 1863, 9154, 2423, 958, 37495, 22653, 31439, 45030, 25708, 11331, 49975, 18871, 2423, 958, 39896, 2407, 2423, 2190, 5296, 15042, 7251, 30544, 5551, 4117, 26890, 4724, 4117, 2655, 13546, 9154, 2423, 958, 20449, 8315, 47395, 2423, 2649, 1296, 552, 39896, 30544, 20666, 3671, 9122, 2655, 13546], "avg_logprob": -0.10449218872542444, "compression_ratio": 2.096296296296296, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 758.92, "end": 759.26, "word": "إذا", "probability": 0.89697265625}, {"start": 759.26, "end": 759.46, "word": " كان", "probability": 0.98681640625}, {"start": 759.46, "end": 759.62, "word": " لأ", "probability": 0.865966796875}, {"start": 759.62, "end": 759.76, "word": " هي", "probability": 0.82275390625}, {"start": 759.76, "end": 760.46, "word": " أقل", "probability": 0.9615885416666666}, {"start": 760.46, "end": 760.8, "word": " من", "probability": 0.9951171875}, {"start": 760.8, "end": 761.64, "word": " الصفر", "probability": 0.8681640625}, {"start": 761.64, "end": 762.08, "word": " أقل", "probability": 0.7069091796875}, {"start": 762.08, "end": 762.22, "word": " من", "probability": 0.9951171875}, {"start": 762.22, "end": 762.62, "word": " صفر", "probability": 0.90869140625}, {"start": 762.62, "end": 763.02, "word": " فمعنى", "probability": 0.82861328125}, {"start": 763.02, "end": 763.24, "word": " ذلك", "probability": 0.991455078125}, {"start": 763.24, "end": 763.38, "word": " أن", "probability": 0.61767578125}, {"start": 763.38, "end": 763.5, "word": " ال", "probability": 0.80908203125}, {"start": 763.5, "end": 763.7, "word": " term", "probability": 0.7978515625}, {"start": 763.7, "end": 764.52, "word": " الاحتمالية", "probability": 0.94873046875}, {"start": 764.52, "end": 764.84, "word": " بتبدأ", "probability": 0.83154296875}, {"start": 764.84, "end": 765.12, "word": " تجل", "probability": 0.9685872395833334}, {"start": 765.12, "end": 766.0, "word": " تبدأ", "probability": 0.8904622395833334}, {"start": 766.0, "end": 766.4, "word": " تجل", "probability": 0.98779296875}, {"start": 766.4, "end": 766.98, "word": " تبدأ", "probability": 0.8439127604166666}, {"start": 766.98, "end": 767.22, "word": " تجل", "probability": 0.9944661458333334}, {"start": 767.22, "end": 767.84, "word": " تناسبا", "probability": 0.8427734375}, {"start": 767.84, "end": 768.08, "word": " مع", "probability": 0.97998046875}, {"start": 768.08, "end": 769.1, "word": " مين؟", "probability": 0.8080240885416666}, {"start": 769.1, "end": 769.96, "word": " تناسبا", "probability": 0.910888671875}, {"start": 769.96, "end": 770.16, "word": " مع", "probability": 0.98974609375}, {"start": 770.16, "end": 770.56, "word": " ال", "probability": 0.97998046875}, {"start": 770.56, "end": 770.8, "word": " term", "probability": 0.9423828125}, {"start": 770.8, "end": 771.68, "word": " نفسه", "probability": 0.9967447916666666}, {"start": 771.68, "end": 772.36, "word": " هل", "probability": 0.914794921875}, {"start": 772.36, "end": 772.58, "word": " هو", "probability": 0.99267578125}, {"start": 772.58, "end": 773.16, "word": " قيمة", "probability": 0.9962565104166666}, {"start": 773.16, "end": 773.26, "word": " ال", "probability": 0.9306640625}, {"start": 773.26, "end": 773.48, "word": " negative", "probability": 0.93505859375}, {"start": 773.48, "end": 774.0, "word": " تبعته", "probability": 0.9049072265625}, {"start": 774.0, "end": 775.5, "word": " عالية؟", "probability": 0.957763671875}, {"start": 775.5, "end": 775.66, "word": " إذا", "probability": 0.90380859375}, {"start": 775.66, "end": 776.06, "word": " عالية", "probability": 0.97998046875}, {"start": 776.06, "end": 776.3, "word": " لأ", "probability": 0.90478515625}, {"start": 776.3, "end": 776.64, "word": " معناته", "probability": 0.9479166666666666}, {"start": 776.64, "end": 776.76, "word": " ال", "probability": 0.8525390625}, {"start": 776.76, "end": 776.98, "word": " current", "probability": 0.953125}, {"start": 776.98, "end": 777.48, "word": " كتير", "probability": 0.9378255208333334}, {"start": 777.48, "end": 777.9, "word": " أحسن", "probability": 0.9661865234375}, {"start": 777.9, "end": 778.06, "word": " من", "probability": 0.99609375}, {"start": 778.06, "end": 778.2, "word": " ال", "probability": 0.970703125}, {"start": 778.2, "end": 778.46, "word": " next", "probability": 0.9765625}, {"start": 778.46, "end": 779.6, "word": " يعني", "probability": 0.944580078125}, {"start": 779.6, "end": 779.8, "word": " هو", "probability": 0.9853515625}, {"start": 779.8, "end": 780.26, "word": " بعيد", "probability": 0.99365234375}, {"start": 780.26, "end": 780.56, "word": " حتى", "probability": 0.943603515625}, {"start": 780.56, "end": 780.72, "word": " عن", "probability": 0.9892578125}, {"start": 780.72, "end": 780.84, "word": " ال", "probability": 0.97705078125}, {"start": 780.84, "end": 781.1, "word": " next", "probability": 0.97998046875}, {"start": 781.1, "end": 781.82, "word": " هيو", "probability": 0.45916748046875}, {"start": 781.82, "end": 781.9, "word": " ال", "probability": 0.7294921875}, {"start": 781.9, "end": 782.18, "word": " current", "probability": 0.94384765625}, {"start": 782.18, "end": 782.4, "word": " لما", "probability": 0.891845703125}, {"start": 782.4, "end": 782.66, "word": " يكون", "probability": 0.991455078125}, {"start": 782.66, "end": 783.08, "word": " أكبر", "probability": 0.9646809895833334}, {"start": 783.08, "end": 783.92, "word": " بكتير", "probability": 0.974365234375}, {"start": 783.92, "end": 784.3, "word": " من", "probability": 0.99365234375}, {"start": 784.3, "end": 784.5, "word": " ال", "probability": 0.9794921875}, {"start": 784.5, "end": 784.84, "word": " next", "probability": 0.98193359375}, {"start": 784.84, "end": 785.56, "word": " معناته", "probability": 0.9514973958333334}, {"start": 785.56, "end": 785.66, "word": " ال", "probability": 0.94970703125}, {"start": 785.66, "end": 785.92, "word": " difference", "probability": 0.95068359375}, {"start": 785.92, "end": 786.2, "word": " between", "probability": 0.94140625}, {"start": 786.2, "end": 786.44, "word": " them", "probability": 0.9404296875}, {"start": 786.44, "end": 786.72, "word": " هيكون", "probability": 0.913818359375}, {"start": 786.72, "end": 786.88, "word": " بال", "probability": 0.947265625}, {"start": 786.88, "end": 787.22, "word": " negative", "probability": 0.908203125}, {"start": 787.22, "end": 787.88, "word": " كتير", "probability": 0.9781901041666666}], "temperature": 1.0}, {"id": 34, "seek": 80508, "start": 788.52, "end": 805.08, "text": "هيكون كتير بعيد في ال negative فهذه بتجلل الاحتمالية لإنه أسوأ بمراحل يعني أسوأ بشكل كتير كبير فبتجل طيب إمتى ممكن نتقبل إنه هي سيء أو رغم ذلك أخدها هتعتمد على ال capital T", "tokens": [3224, 1829, 30544, 9122, 2655, 13546, 45030, 25708, 8978, 2423, 3671, 6156, 3224, 24192, 39894, 7435, 1211, 1211, 42963, 33753, 2304, 6027, 10632, 5296, 28814, 1863, 3224, 5551, 3794, 2407, 10721, 4724, 29973, 39319, 1211, 37495, 22653, 5551, 3794, 2407, 10721, 4724, 8592, 28820, 9122, 2655, 13546, 9122, 3555, 13546, 6156, 3555, 2655, 7435, 1211, 23032, 1829, 3555, 11933, 2304, 49975, 3714, 43020, 8717, 2655, 4587, 36150, 36145, 3224, 39896, 8608, 1829, 38207, 34051, 12602, 17082, 2304, 29910, 23275, 5551, 9778, 3215, 11296, 8032, 2655, 34268, 2304, 3215, 15844, 2423, 4238, 314], "avg_logprob": -0.18447581221980433, "compression_ratio": 1.5364583333333333, "no_speech_prob": 8.761882781982422e-06, "words": [{"start": 788.52, "end": 788.9, "word": "هيكون", "probability": 0.8811848958333334}, {"start": 788.9, "end": 789.24, "word": " كتير", "probability": 0.9217122395833334}, {"start": 789.24, "end": 789.48, "word": " بعيد", "probability": 0.99462890625}, {"start": 789.48, "end": 789.58, "word": " في", "probability": 0.75341796875}, {"start": 789.58, "end": 789.66, "word": " ال", "probability": 0.908203125}, {"start": 789.66, "end": 789.92, "word": " negative", "probability": 0.42236328125}, {"start": 789.92, "end": 790.76, "word": " فهذه", "probability": 0.7314453125}, {"start": 790.76, "end": 791.6, "word": " بتجلل", "probability": 0.787353515625}, {"start": 791.6, "end": 792.14, "word": " الاحتمالية", "probability": 0.96318359375}, {"start": 792.14, "end": 793.06, "word": " لإنه", "probability": 0.772003173828125}, {"start": 793.06, "end": 793.6, "word": " أسوأ", "probability": 0.93359375}, {"start": 793.6, "end": 794.38, "word": " بمراحل", "probability": 0.8753662109375}, {"start": 794.38, "end": 794.54, "word": " يعني", "probability": 0.56878662109375}, {"start": 794.54, "end": 794.84, "word": " أسوأ", "probability": 0.970458984375}, {"start": 794.84, "end": 795.12, "word": " بشكل", "probability": 0.9879557291666666}, {"start": 795.12, "end": 795.38, "word": " كتير", "probability": 0.86181640625}, {"start": 795.38, "end": 796.42, "word": " كبير", "probability": 0.9939778645833334}, {"start": 796.42, "end": 797.52, "word": " فبتجل", "probability": 0.841748046875}, {"start": 797.52, "end": 798.42, "word": " طيب", "probability": 0.8385416666666666}, {"start": 798.42, "end": 799.08, "word": " إمتى", "probability": 0.7147623697916666}, {"start": 799.08, "end": 799.46, "word": " ممكن", "probability": 0.980224609375}, {"start": 799.46, "end": 800.3, "word": " نتقبل", "probability": 0.9410400390625}, {"start": 800.3, "end": 801.14, "word": " إنه", "probability": 0.567138671875}, {"start": 801.14, "end": 801.3, "word": " هي", "probability": 0.57080078125}, {"start": 801.3, "end": 801.7, "word": " سيء", "probability": 0.8722330729166666}, {"start": 801.7, "end": 801.84, "word": " أو", "probability": 0.492431640625}, {"start": 801.84, "end": 802.02, "word": " رغم", "probability": 0.9755859375}, {"start": 802.02, "end": 802.22, "word": " ذلك", "probability": 0.984130859375}, {"start": 802.22, "end": 802.72, "word": " أخدها", "probability": 0.95556640625}, {"start": 802.72, "end": 803.84, "word": " هتعتمد", "probability": 0.886962890625}, {"start": 803.84, "end": 804.06, "word": " على", "probability": 0.93896484375}, {"start": 804.06, "end": 804.5, "word": " ال", "probability": 0.76416015625}, {"start": 804.5, "end": 804.76, "word": " capital", "probability": 0.853515625}, {"start": 804.76, "end": 805.08, "word": " T", "probability": 0.951171875}], "temperature": 1.0}, {"id": 35, "seek": 82518, "start": 806.2, "end": 825.18, "text": "في عنا capital T فاتفقنا الآن numerator فحصناه وشوفنا تأثيره ومنطقي جدا ..منطقي جدا إذا صفر خلاص معناه تلتين بيسوا بعض مش مشكلة لما تتغير next مكان current بمش الحال ولو كانت قيمة كبيرة ولكن أنا عارف أن هي بال negative في النهاية فمعنى ذلك أنه تبدأ تجل", "tokens": [41185, 6225, 8315, 4238, 314, 6156, 9307, 5172, 4587, 8315, 6024, 48506, 30380, 6156, 5016, 9381, 8315, 3224, 4032, 8592, 38688, 8315, 6055, 10721, 12984, 13546, 3224, 4032, 27842, 9566, 38436, 10874, 28259, 4386, 27842, 9566, 38436, 10874, 28259, 11933, 15730, 20328, 5172, 2288, 16490, 1211, 33546, 20449, 8315, 3224, 6055, 1211, 2655, 9957, 4724, 1829, 3794, 14407, 45030, 11242, 37893, 37893, 28820, 3660, 5296, 15042, 6055, 2655, 17082, 13546, 958, 3714, 41361, 2190, 4724, 2304, 8592, 21542, 6027, 4032, 1211, 2407, 25961, 2655, 12174, 32640, 3660, 9122, 3555, 48923, 35525, 19452, 41850, 6225, 9640, 5172, 14739, 39896, 20666, 3671, 8978, 28239, 11296, 10632, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 14739, 3224, 6055, 44510, 10721, 6055, 7435, 1211], "avg_logprob": -0.18372395200033984, "compression_ratio": 1.6115384615384616, "no_speech_prob": 6.556510925292969e-05, "words": [{"start": 806.2, "end": 806.4, "word": "في", "probability": 0.2125244140625}, {"start": 806.4, "end": 806.54, "word": " عنا", "probability": 0.45855712890625}, {"start": 806.54, "end": 806.78, "word": " capital", "probability": 0.56005859375}, {"start": 806.78, "end": 807.04, "word": " T", "probability": 0.90234375}, {"start": 807.04, "end": 807.6, "word": " فاتفقنا", "probability": 0.9603515625}, {"start": 807.6, "end": 807.94, "word": " الآن", "probability": 0.64013671875}, {"start": 807.94, "end": 808.76, "word": " numerator", "probability": 0.360107421875}, {"start": 808.76, "end": 810.0, "word": " فحصناه", "probability": 0.96865234375}, {"start": 810.0, "end": 810.5, "word": " وشوفنا", "probability": 0.8380126953125}, {"start": 810.5, "end": 811.16, "word": " تأثيره", "probability": 0.9947265625}, {"start": 811.16, "end": 811.64, "word": " ومنطقي", "probability": 0.9052734375}, {"start": 811.64, "end": 812.02, "word": " جدا", "probability": 0.994140625}, {"start": 812.02, "end": 812.7, "word": " ..منطقي", "probability": 0.7398681640625}, {"start": 812.7, "end": 813.02, "word": " جدا", "probability": 0.986572265625}, {"start": 813.02, "end": 813.2, "word": " إذا", "probability": 0.791748046875}, {"start": 813.2, "end": 813.6, "word": " صفر", "probability": 0.951171875}, {"start": 813.6, "end": 814.06, "word": " خلاص", "probability": 0.9733072916666666}, {"start": 814.06, "end": 814.32, "word": " معناه", "probability": 0.8603515625}, {"start": 814.32, "end": 814.58, "word": " تلتين", "probability": 0.7171630859375}, {"start": 814.58, "end": 814.76, "word": " بيسوا", "probability": 0.76605224609375}, {"start": 814.76, "end": 815.04, "word": " بعض", "probability": 0.96337890625}, {"start": 815.04, "end": 815.56, "word": " مش", "probability": 0.8359375}, {"start": 815.56, "end": 815.94, "word": " مشكلة", "probability": 0.97412109375}, {"start": 815.94, "end": 816.04, "word": " لما", "probability": 0.912353515625}, {"start": 816.04, "end": 816.74, "word": " تتغير", "probability": 0.9495849609375}, {"start": 816.74, "end": 817.1, "word": " next", "probability": 0.64111328125}, {"start": 817.1, "end": 817.66, "word": " مكان", "probability": 0.733642578125}, {"start": 817.66, "end": 818.0, "word": " current", "probability": 0.91748046875}, {"start": 818.0, "end": 818.32, "word": " بمش", "probability": 0.7967122395833334}, {"start": 818.32, "end": 818.62, "word": " الحال", "probability": 0.822509765625}, {"start": 818.62, "end": 819.54, "word": " ولو", "probability": 0.7084147135416666}, {"start": 819.54, "end": 820.02, "word": " كانت", "probability": 0.989013671875}, {"start": 820.02, "end": 821.02, "word": " قيمة", "probability": 0.9822591145833334}, {"start": 821.02, "end": 821.44, "word": " كبيرة", "probability": 0.9894205729166666}, {"start": 821.44, "end": 821.7, "word": " ولكن", "probability": 0.879638671875}, {"start": 821.7, "end": 821.84, "word": " أنا", "probability": 0.55908203125}, {"start": 821.84, "end": 822.04, "word": " عارف", "probability": 0.9833984375}, {"start": 822.04, "end": 822.12, "word": " أن", "probability": 0.505859375}, {"start": 822.12, "end": 822.18, "word": " هي", "probability": 0.904296875}, {"start": 822.18, "end": 822.3, "word": " بال", "probability": 0.693359375}, {"start": 822.3, "end": 822.62, "word": " negative", "probability": 0.92236328125}, {"start": 822.62, "end": 822.78, "word": " في", "probability": 0.8623046875}, {"start": 822.78, "end": 823.2, "word": " النهاية", "probability": 0.96337890625}, {"start": 823.2, "end": 823.86, "word": " فمعنى", "probability": 0.9048828125}, {"start": 823.86, "end": 824.1, "word": " ذلك", "probability": 0.991943359375}, {"start": 824.1, "end": 824.4, "word": " أنه", "probability": 0.82666015625}, {"start": 824.4, "end": 824.84, "word": " تبدأ", "probability": 0.9796549479166666}, {"start": 824.84, "end": 825.18, "word": " تجل", "probability": 0.9754231770833334}], "temperature": 1.0}, {"id": 36, "seek": 84760, "start": 826.18, "end": 847.6, "text": "الاحتمالية طيب بتجيل الاحتمالية ليش لازم تجيل الاحتمالية؟ منطق جدا لأن ال current كتير افضل من ال next فاحتمالية ان احط ال next بدل ال current المفروض تكون مش واردة كتير تكون اقل الاحتمالية تمام خلصنا من ال numerator ال denominator ال capital T احنا قلنا هذا عبارة عن schedule بيكون بهذا الشكل", "tokens": [6027, 995, 33753, 2304, 6027, 10632, 23032, 1829, 3555, 39894, 7435, 26895, 42963, 33753, 2304, 6027, 10632, 32239, 8592, 5296, 31377, 2304, 6055, 7435, 26895, 42963, 33753, 2304, 6027, 10632, 22807, 9154, 9566, 4587, 10874, 28259, 5296, 33456, 2423, 2190, 9122, 2655, 13546, 1975, 5172, 11242, 1211, 9154, 2423, 958, 6156, 995, 33753, 2304, 6027, 10632, 16472, 1975, 5016, 9566, 2423, 958, 47525, 1211, 2423, 2190, 9673, 5172, 32887, 11242, 6055, 30544, 37893, 4032, 9640, 41891, 9122, 2655, 13546, 6055, 30544, 1975, 4587, 1211, 42963, 33753, 2304, 6027, 10632, 46811, 10943, 16490, 1211, 9381, 8315, 9154, 2423, 30380, 2423, 20687, 2423, 4238, 314, 1975, 5016, 8315, 12174, 1211, 8315, 23758, 6225, 3555, 9640, 3660, 18871, 7567, 4724, 1829, 30544, 39627, 15730, 25124, 28820], "avg_logprob": -0.13596270497768156, "compression_ratio": 1.9669421487603307, "no_speech_prob": 3.135204315185547e-05, "words": [{"start": 826.18, "end": 826.78, "word": "الاحتمالية", "probability": 0.8387044270833334}, {"start": 826.78, "end": 827.38, "word": " طيب", "probability": 0.7957356770833334}, {"start": 827.38, "end": 827.66, "word": " بتجيل", "probability": 0.8844401041666666}, {"start": 827.66, "end": 828.16, "word": " الاحتمالية", "probability": 0.984765625}, {"start": 828.16, "end": 828.34, "word": " ليش", "probability": 0.83447265625}, {"start": 828.34, "end": 828.56, "word": " لازم", "probability": 0.98876953125}, {"start": 828.56, "end": 828.76, "word": " تجيل", "probability": 0.9742838541666666}, {"start": 828.76, "end": 829.36, "word": " الاحتمالية؟", "probability": 0.9159342447916666}, {"start": 829.36, "end": 829.7, "word": " منطق", "probability": 0.8359375}, {"start": 829.7, "end": 830.0, "word": " جدا", "probability": 0.900634765625}, {"start": 830.0, "end": 830.28, "word": " لأن", "probability": 0.72998046875}, {"start": 830.28, "end": 830.42, "word": " ال", "probability": 0.91748046875}, {"start": 830.42, "end": 830.7, "word": " current", "probability": 0.95654296875}, {"start": 830.7, "end": 831.58, "word": " كتير", "probability": 0.9274088541666666}, {"start": 831.58, "end": 832.38, "word": " افضل", "probability": 0.8759765625}, {"start": 832.38, "end": 832.62, "word": " من", "probability": 0.99365234375}, {"start": 832.62, "end": 832.8, "word": " ال", "probability": 0.9541015625}, {"start": 832.8, "end": 833.12, "word": " next", "probability": 0.97119140625}, {"start": 833.12, "end": 834.18, "word": " فاحتمالية", "probability": 0.9424641927083334}, {"start": 834.18, "end": 834.34, "word": " ان", "probability": 0.833984375}, {"start": 834.34, "end": 834.74, "word": " احط", "probability": 0.8806966145833334}, {"start": 834.74, "end": 834.88, "word": " ال", "probability": 0.9423828125}, {"start": 834.88, "end": 835.1, "word": " next", "probability": 0.982421875}, {"start": 835.1, "end": 835.38, "word": " بدل", "probability": 0.9755859375}, {"start": 835.38, "end": 835.52, "word": " ال", "probability": 0.94091796875}, {"start": 835.52, "end": 835.78, "word": " current", "probability": 0.9345703125}, {"start": 835.78, "end": 836.2, "word": " المفروض", "probability": 0.9803466796875}, {"start": 836.2, "end": 836.46, "word": " تكون", "probability": 0.85302734375}, {"start": 836.46, "end": 836.64, "word": " مش", "probability": 0.984375}, {"start": 836.64, "end": 836.92, "word": " واردة", "probability": 0.869140625}, {"start": 836.92, "end": 837.26, "word": " كتير", "probability": 0.9890950520833334}, {"start": 837.26, "end": 838.38, "word": " تكون", "probability": 0.7197265625}, {"start": 838.38, "end": 838.66, "word": " اقل", "probability": 0.9191080729166666}, {"start": 838.66, "end": 839.36, "word": " الاحتمالية", "probability": 0.98671875}, {"start": 839.36, "end": 840.04, "word": " تمام", "probability": 0.800537109375}, {"start": 840.04, "end": 841.06, "word": " خلصنا", "probability": 0.9617919921875}, {"start": 841.06, "end": 841.16, "word": " من", "probability": 0.99560546875}, {"start": 841.16, "end": 841.26, "word": " ال", "probability": 0.88525390625}, {"start": 841.26, "end": 841.56, "word": " numerator", "probability": 0.84130859375}, {"start": 841.56, "end": 841.74, "word": " ال", "probability": 0.7998046875}, {"start": 841.74, "end": 842.2, "word": " denominator", "probability": 0.9453125}, {"start": 842.2, "end": 843.02, "word": " ال", "probability": 0.89013671875}, {"start": 843.02, "end": 843.68, "word": " capital", "probability": 0.56201171875}, {"start": 843.68, "end": 843.98, "word": " T", "probability": 0.9638671875}, {"start": 843.98, "end": 844.84, "word": " احنا", "probability": 0.7310791015625}, {"start": 844.84, "end": 845.18, "word": " قلنا", "probability": 0.82421875}, {"start": 845.18, "end": 845.5, "word": " هذا", "probability": 0.32470703125}, {"start": 845.5, "end": 845.86, "word": " عبارة", "probability": 0.962890625}, {"start": 845.86, "end": 846.04, "word": " عن", "probability": 0.99365234375}, {"start": 846.04, "end": 846.5, "word": " schedule", "probability": 0.7880859375}, {"start": 846.5, "end": 846.94, "word": " بيكون", "probability": 0.685546875}, {"start": 846.94, "end": 847.22, "word": " بهذا", "probability": 0.982177734375}, {"start": 847.22, "end": 847.6, "word": " الشكل", "probability": 0.993408203125}], "temperature": 1.0}, {"id": 37, "seek": 87630, "start": 848.5, "end": 876.3, "text": "تناقصي فعليا إله علاقة بال for loop أنا في أي مرحلة الآن من المراحل إذا والله أنا في المراحل .. في المراحل الأولى معناته أنا لسه في small t واحد أو صفر في الحالة هذه لأ معناته capital T بتكون عالية طيب إذا كانت عالية ال term أقل صحيح ال term يصير أقل فالاحتمالية أعلى", "tokens": [2655, 8315, 4587, 9381, 1829, 6156, 3615, 20292, 995, 11933, 43761, 11203, 995, 28671, 20666, 337, 6367, 41850, 8978, 36632, 3714, 2288, 5016, 37977, 6024, 48506, 9154, 9673, 23557, 5016, 1211, 11933, 15730, 16070, 43761, 41850, 8978, 9673, 23557, 5016, 1211, 4386, 8978, 9673, 23557, 5016, 1211, 16247, 12610, 7578, 20449, 8315, 47395, 41850, 5296, 3794, 3224, 8978, 1359, 256, 36764, 24401, 34051, 20328, 5172, 2288, 8978, 21542, 6027, 3660, 29538, 5296, 10721, 20449, 8315, 47395, 4238, 314, 39894, 30544, 6225, 6027, 10632, 23032, 1829, 3555, 11933, 15730, 25961, 2655, 6225, 6027, 10632, 2423, 1433, 5551, 4587, 1211, 20328, 5016, 1829, 5016, 2423, 1433, 7251, 9381, 13546, 5551, 4587, 1211, 6156, 6027, 995, 33753, 2304, 6027, 10632, 5551, 3615, 23942], "avg_logprob": -0.14876033648971684, "compression_ratio": 1.9270386266094421, "no_speech_prob": 1.1920928955078125e-06, "words": [{"start": 848.5, "end": 849.22, "word": "تناقصي", "probability": 0.8796875}, {"start": 849.22, "end": 849.94, "word": " فعليا", "probability": 0.77685546875}, {"start": 849.94, "end": 851.32, "word": " إله", "probability": 0.239013671875}, {"start": 851.32, "end": 851.8, "word": " علاقة", "probability": 0.984375}, {"start": 851.8, "end": 852.06, "word": " بال", "probability": 0.96142578125}, {"start": 852.06, "end": 852.28, "word": " for", "probability": 0.5751953125}, {"start": 852.28, "end": 852.64, "word": " loop", "probability": 0.9365234375}, {"start": 852.64, "end": 853.26, "word": " أنا", "probability": 0.57275390625}, {"start": 853.26, "end": 853.42, "word": " في", "probability": 0.94921875}, {"start": 853.42, "end": 853.58, "word": " أي", "probability": 0.84912109375}, {"start": 853.58, "end": 854.02, "word": " مرحلة", "probability": 0.988037109375}, {"start": 854.02, "end": 854.28, "word": " الآن", "probability": 0.76025390625}, {"start": 854.28, "end": 854.4, "word": " من", "probability": 0.9755859375}, {"start": 854.4, "end": 854.92, "word": " المراحل", "probability": 0.9405517578125}, {"start": 854.92, "end": 855.42, "word": " إذا", "probability": 0.8525390625}, {"start": 855.42, "end": 855.7, "word": " والله", "probability": 0.8515625}, {"start": 855.7, "end": 855.9, "word": " أنا", "probability": 0.83837890625}, {"start": 855.9, "end": 856.06, "word": " في", "probability": 0.97021484375}, {"start": 856.06, "end": 856.56, "word": " المراحل", "probability": 0.8907470703125}, {"start": 856.56, "end": 856.64, "word": " ..", "probability": 0.59814453125}, {"start": 856.64, "end": 856.76, "word": " في", "probability": 0.7470703125}, {"start": 856.76, "end": 857.4, "word": " المراحل", "probability": 0.970458984375}, {"start": 857.4, "end": 859.1, "word": " الأولى", "probability": 0.9884440104166666}, {"start": 859.1, "end": 859.66, "word": " معناته", "probability": 0.89892578125}, {"start": 859.66, "end": 859.8, "word": " أنا", "probability": 0.716796875}, {"start": 859.8, "end": 860.04, "word": " لسه", "probability": 0.9611002604166666}, {"start": 860.04, "end": 860.24, "word": " في", "probability": 0.9501953125}, {"start": 860.24, "end": 861.22, "word": " small", "probability": 0.85302734375}, {"start": 861.22, "end": 861.5, "word": " t", "probability": 0.494384765625}, {"start": 861.5, "end": 863.02, "word": " واحد", "probability": 0.7176513671875}, {"start": 863.02, "end": 863.2, "word": " أو", "probability": 0.7431640625}, {"start": 863.2, "end": 863.54, "word": " صفر", "probability": 0.9840494791666666}, {"start": 863.54, "end": 863.98, "word": " في", "probability": 0.65185546875}, {"start": 863.98, "end": 864.32, "word": " الحالة", "probability": 0.96533203125}, {"start": 864.32, "end": 864.5, "word": " هذه", "probability": 0.78662109375}, {"start": 864.5, "end": 864.68, "word": " لأ", "probability": 0.9580078125}, {"start": 864.68, "end": 865.02, "word": " معناته", "probability": 0.9461263020833334}, {"start": 865.02, "end": 865.3, "word": " capital", "probability": 0.591796875}, {"start": 865.3, "end": 865.5, "word": " T", "probability": 0.95166015625}, {"start": 865.5, "end": 865.82, "word": " بتكون", "probability": 0.9580078125}, {"start": 865.82, "end": 867.1, "word": " عالية", "probability": 0.99072265625}, {"start": 867.1, "end": 867.76, "word": " طيب", "probability": 0.9601236979166666}, {"start": 867.76, "end": 868.12, "word": " إذا", "probability": 0.888671875}, {"start": 868.12, "end": 868.48, "word": " كانت", "probability": 0.989501953125}, {"start": 868.48, "end": 869.02, "word": " عالية", "probability": 0.99609375}, {"start": 869.02, "end": 870.3, "word": " ال", "probability": 0.90087890625}, {"start": 870.3, "end": 870.7, "word": " term", "probability": 0.958984375}, {"start": 870.7, "end": 871.7, "word": " أقل", "probability": 0.9822591145833334}, {"start": 871.7, "end": 873.3, "word": " صحيح", "probability": 0.9273681640625}, {"start": 873.3, "end": 873.44, "word": " ال", "probability": 0.78271484375}, {"start": 873.44, "end": 873.66, "word": " term", "probability": 0.962890625}, {"start": 873.66, "end": 873.9, "word": " يصير", "probability": 0.7471516927083334}, {"start": 873.9, "end": 874.3, "word": " أقل", "probability": 0.9820963541666666}, {"start": 874.3, "end": 875.4, "word": " فالاحتمالية", "probability": 0.9171316964285714}, {"start": 875.4, "end": 876.3, "word": " أعلى", "probability": 0.9479166666666666}], "temperature": 1.0}, {"id": 38, "seek": 89485, "start": 877.67, "end": 894.85, "text": "ال term كل ما هنا ال term هذا أقل معناته أن أنا بتكلم في المنطقة اللي هنا الأقل فالاحتمالية بتصير أعلى okay بمعنى أنه أنا في بداية البحث بأتقبل أن يكون في خطأ أتقبل أنه حتى لو القيمة كويسة أعمل jump بعيد عنها", "tokens": [6027, 1433, 28242, 19446, 34105, 2423, 1433, 23758, 5551, 4587, 1211, 20449, 8315, 47395, 14739, 41850, 39894, 4117, 19528, 8978, 9673, 1863, 9566, 28671, 13672, 1829, 34105, 16247, 4587, 1211, 6156, 6027, 995, 33753, 2304, 6027, 10632, 39894, 9381, 13546, 5551, 3615, 23942, 1392, 4724, 2304, 3615, 1863, 7578, 14739, 3224, 41850, 8978, 4724, 28259, 10632, 29739, 5016, 12984, 4724, 10721, 2655, 4587, 36150, 14739, 7251, 30544, 8978, 16490, 9566, 10721, 5551, 2655, 4587, 36150, 14739, 3224, 11331, 49975, 45164, 25062, 32640, 3660, 9122, 45865, 3794, 3660, 5551, 25957, 1211, 3012, 45030, 25708, 18871, 11296], "avg_logprob": -0.14843750589837632, "compression_ratio": 1.7810945273631842, "no_speech_prob": 3.0159950256347656e-05, "words": [{"start": 877.67, "end": 878.25, "word": "ال", "probability": 0.75390625}, {"start": 878.25, "end": 878.49, "word": " term", "probability": 0.58984375}, {"start": 878.49, "end": 878.71, "word": " كل", "probability": 0.703125}, {"start": 878.71, "end": 878.83, "word": " ما", "probability": 0.8154296875}, {"start": 878.83, "end": 879.01, "word": " هنا", "probability": 0.88330078125}, {"start": 879.01, "end": 879.15, "word": " ال", "probability": 0.30859375}, {"start": 879.15, "end": 879.31, "word": " term", "probability": 0.9794921875}, {"start": 879.31, "end": 879.49, "word": " هذا", "probability": 0.69140625}, {"start": 879.49, "end": 879.87, "word": " أقل", "probability": 0.916015625}, {"start": 879.87, "end": 880.33, "word": " معناته", "probability": 0.7307942708333334}, {"start": 880.33, "end": 880.41, "word": " أن", "probability": 0.405517578125}, {"start": 880.41, "end": 880.45, "word": " أنا", "probability": 0.55029296875}, {"start": 880.45, "end": 880.73, "word": " بتكلم", "probability": 0.8776041666666666}, {"start": 880.73, "end": 880.85, "word": " في", "probability": 0.92431640625}, {"start": 880.85, "end": 881.21, "word": " المنطقة", "probability": 0.9666748046875}, {"start": 881.21, "end": 881.33, "word": " اللي", "probability": 0.916748046875}, {"start": 881.33, "end": 881.49, "word": " هنا", "probability": 0.9609375}, {"start": 881.49, "end": 882.09, "word": " الأقل", "probability": 0.92724609375}, {"start": 882.09, "end": 883.33, "word": " فالاحتمالية", "probability": 0.8719308035714286}, {"start": 883.33, "end": 883.63, "word": " بتصير", "probability": 0.9664713541666666}, {"start": 883.63, "end": 883.99, "word": " أعلى", "probability": 0.9285481770833334}, {"start": 883.99, "end": 884.67, "word": " okay", "probability": 0.472412109375}, {"start": 884.67, "end": 885.85, "word": " بمعنى", "probability": 0.97353515625}, {"start": 885.85, "end": 886.05, "word": " أنه", "probability": 0.739013671875}, {"start": 886.05, "end": 886.15, "word": " أنا", "probability": 0.73486328125}, {"start": 886.15, "end": 886.27, "word": " في", "probability": 0.9619140625}, {"start": 886.27, "end": 886.59, "word": " بداية", "probability": 0.9757486979166666}, {"start": 886.59, "end": 887.15, "word": " البحث", "probability": 0.99462890625}, {"start": 887.15, "end": 888.59, "word": " بأتقبل", "probability": 0.81650390625}, {"start": 888.59, "end": 888.73, "word": " أن", "probability": 0.76708984375}, {"start": 888.73, "end": 888.95, "word": " يكون", "probability": 0.963134765625}, {"start": 888.95, "end": 889.07, "word": " في", "probability": 0.98291015625}, {"start": 889.07, "end": 889.47, "word": " خطأ", "probability": 0.94970703125}, {"start": 889.47, "end": 891.11, "word": " أتقبل", "probability": 0.919189453125}, {"start": 891.11, "end": 891.45, "word": " أنه", "probability": 0.762939453125}, {"start": 891.45, "end": 891.67, "word": " حتى", "probability": 0.941162109375}, {"start": 891.67, "end": 891.81, "word": " لو", "probability": 0.98974609375}, {"start": 891.81, "end": 892.19, "word": " القيمة", "probability": 0.96484375}, {"start": 892.19, "end": 892.93, "word": " كويسة", "probability": 0.9864501953125}, {"start": 892.93, "end": 893.65, "word": " أعمل", "probability": 0.96728515625}, {"start": 893.65, "end": 894.03, "word": " jump", "probability": 0.91455078125}, {"start": 894.03, "end": 894.53, "word": " بعيد", "probability": 0.960693359375}, {"start": 894.53, "end": 894.85, "word": " عنها", "probability": 0.996826171875}], "temperature": 1.0}, {"id": 39, "seek": 91247, "start": 895.55, "end": 912.47, "text": "أخد قيمة كتير بعيد عنها عشان أحاول أطلع من عملية الـ Localization اللي زي ما قلنا بحيث أنه لو أنا وصلت هنا لأ أخد قيمة كتير بعيدة يمكن القيمة ترميني هنا مثلا أو ترميني في منطقة تانية فاتجربني من اللي كان Global أما والله في الآخر إذا أنا كنت فعليا هنا", "tokens": [10721, 9778, 3215, 12174, 32640, 3660, 9122, 2655, 13546, 45030, 25708, 18871, 11296, 6225, 8592, 7649, 5551, 5016, 995, 12610, 5551, 9566, 1211, 3615, 9154, 6225, 42213, 10632, 2423, 39184, 22755, 2144, 13672, 1829, 30767, 1829, 19446, 12174, 1211, 8315, 4724, 5016, 1829, 12984, 14739, 3224, 45164, 41850, 4032, 36520, 2655, 34105, 5296, 10721, 5551, 9778, 3215, 12174, 32640, 3660, 9122, 2655, 13546, 45030, 25708, 3660, 7251, 43020, 25062, 32640, 3660, 6055, 2288, 2304, 9957, 1829, 34105, 50113, 15040, 34051, 6055, 2288, 2304, 9957, 1829, 8978, 9154, 9566, 28671, 6055, 7649, 10632, 6156, 9307, 7435, 25513, 22653, 9154, 13672, 1829, 25961, 14465, 5551, 15042, 16070, 43761, 8978, 6024, 95, 34740, 11933, 15730, 41850, 9122, 29399, 6156, 3615, 20292, 995, 34105], "avg_logprob": -0.10601756247607144, "compression_ratio": 1.8008298755186722, "no_speech_prob": 7.915496826171875e-05, "words": [{"start": 895.55, "end": 895.95, "word": "أخد", "probability": 0.8030598958333334}, {"start": 895.95, "end": 896.21, "word": " قيمة", "probability": 0.9884440104166666}, {"start": 896.21, "end": 896.41, "word": " كتير", "probability": 0.5371907552083334}, {"start": 896.41, "end": 896.65, "word": " بعيد", "probability": 0.9951171875}, {"start": 896.65, "end": 896.93, "word": " عنها", "probability": 0.9697265625}, {"start": 896.93, "end": 897.61, "word": " عشان", "probability": 0.89892578125}, {"start": 897.61, "end": 897.99, "word": " أحاول", "probability": 0.9439697265625}, {"start": 897.99, "end": 898.35, "word": " أطلع", "probability": 0.9600830078125}, {"start": 898.35, "end": 898.51, "word": " من", "probability": 0.9912109375}, {"start": 898.51, "end": 898.85, "word": " عملية", "probability": 0.9773763020833334}, {"start": 898.85, "end": 899.01, "word": " الـ", "probability": 0.763427734375}, {"start": 899.01, "end": 899.65, "word": " Localization", "probability": 0.6724853515625}, {"start": 899.65, "end": 900.15, "word": " اللي", "probability": 0.86572265625}, {"start": 900.15, "end": 900.25, "word": " زي", "probability": 0.9853515625}, {"start": 900.25, "end": 900.37, "word": " ما", "probability": 0.990234375}, {"start": 900.37, "end": 900.55, "word": " قلنا", "probability": 0.85888671875}, {"start": 900.55, "end": 900.85, "word": " بحيث", "probability": 0.9310302734375}, {"start": 900.85, "end": 901.03, "word": " أنه", "probability": 0.6195068359375}, {"start": 901.03, "end": 901.15, "word": " لو", "probability": 0.98486328125}, {"start": 901.15, "end": 901.39, "word": " أنا", "probability": 0.8837890625}, {"start": 901.39, "end": 901.89, "word": " وصلت", "probability": 0.9591471354166666}, {"start": 901.89, "end": 902.13, "word": " هنا", "probability": 0.99755859375}, {"start": 902.13, "end": 902.61, "word": " لأ", "probability": 0.79248046875}, {"start": 902.61, "end": 902.89, "word": " أخد", "probability": 0.9217122395833334}, {"start": 902.89, "end": 903.15, "word": " قيمة", "probability": 0.9944661458333334}, {"start": 903.15, "end": 903.37, "word": " كتير", "probability": 0.9913736979166666}, {"start": 903.37, "end": 903.63, "word": " بعيدة", "probability": 0.970703125}, {"start": 903.63, "end": 903.91, "word": " يمكن", "probability": 0.6903076171875}, {"start": 903.91, "end": 904.57, "word": " القيمة", "probability": 0.97509765625}, {"start": 904.57, "end": 904.89, "word": " ترميني", "probability": 0.950390625}, {"start": 904.89, "end": 905.07, "word": " هنا", "probability": 0.99609375}, {"start": 905.07, "end": 905.39, "word": " مثلا", "probability": 0.98095703125}, {"start": 905.39, "end": 906.03, "word": " أو", "probability": 0.86181640625}, {"start": 906.03, "end": 906.39, "word": " ترميني", "probability": 0.98408203125}, {"start": 906.39, "end": 906.49, "word": " في", "probability": 0.91943359375}, {"start": 906.49, "end": 906.79, "word": " منطقة", "probability": 0.9583333333333334}, {"start": 906.79, "end": 907.15, "word": " تانية", "probability": 0.9951171875}, {"start": 907.15, "end": 908.29, "word": " فاتجربني", "probability": 0.95498046875}, {"start": 908.29, "end": 908.51, "word": " من", "probability": 0.99072265625}, {"start": 908.51, "end": 908.87, "word": " اللي", "probability": 0.97998046875}, {"start": 908.87, "end": 909.05, "word": " كان", "probability": 0.99658203125}, {"start": 909.05, "end": 909.51, "word": " Global", "probability": 0.55615234375}, {"start": 909.51, "end": 910.33, "word": " أما", "probability": 0.9169921875}, {"start": 910.33, "end": 910.55, "word": " والله", "probability": 0.8818359375}, {"start": 910.55, "end": 910.65, "word": " في", "probability": 0.94970703125}, {"start": 910.65, "end": 911.05, "word": " الآخر", "probability": 0.96630859375}, {"start": 911.05, "end": 911.45, "word": " إذا", "probability": 0.916015625}, {"start": 911.45, "end": 911.59, "word": " أنا", "probability": 0.875}, {"start": 911.59, "end": 911.77, "word": " كنت", "probability": 0.992919921875}, {"start": 911.77, "end": 912.25, "word": " فعليا", "probability": 0.9400634765625}, {"start": 912.25, "end": 912.47, "word": " هنا", "probability": 0.97119140625}], "temperature": 1.0}, {"id": 40, "seek": 93618, "start": 913.36, "end": 936.18, "text": "و جاعت بلف و بدور و بلف و بدور رامتها إجت هنا و بعدين جيبنا القيمة هذه طب مين أعلى هذه ولا هذه الحل اللي كنتوا جايبوه في الأول ولا في التاني فبناخد نفس فكرة أنه أنا بضل مخزن الأعلى ال بيك اللي دايما أعلى بتضل هي الوحيد اللي مخزنها و بنبحث .. بندور .. و بندور .. تمام فإذا بنغير ال next مكان ال current", "tokens": [2407, 10874, 995, 34268, 4724, 1211, 5172, 4032, 47525, 13063, 4032, 4724, 1211, 5172, 4032, 47525, 13063, 12602, 10943, 2655, 11296, 11933, 7435, 2655, 34105, 4032, 39182, 9957, 10874, 1829, 3555, 8315, 25062, 32640, 3660, 29538, 23032, 3555, 3714, 9957, 5551, 3615, 23942, 29538, 49429, 29538, 21542, 1211, 13672, 1829, 9122, 29399, 14407, 10874, 47302, 3555, 2407, 3224, 8978, 16247, 12610, 49429, 8978, 16712, 7649, 1829, 6156, 3555, 1863, 47283, 3215, 8717, 36178, 6156, 4117, 25720, 14739, 3224, 41850, 4724, 11242, 1211, 3714, 9778, 11622, 1863, 16247, 3615, 23942, 2423, 4724, 1829, 4117, 13672, 1829, 11778, 47302, 15042, 5551, 3615, 23942, 39894, 11242, 1211, 39896, 2423, 2407, 5016, 25708, 13672, 1829, 3714, 9778, 11622, 1863, 11296, 4032, 44945, 49628, 12984, 4386, 44945, 3215, 13063, 4386, 4032, 44945, 3215, 13063, 4386, 46811, 10943, 6156, 28814, 15730, 44945, 17082, 13546, 2423, 958, 3714, 41361, 2423, 2190], "avg_logprob": -0.20484914450809874, "compression_ratio": 1.9259259259259258, "no_speech_prob": 6.973743438720703e-06, "words": [{"start": 913.36, "end": 913.48, "word": "و", "probability": 0.50048828125}, {"start": 913.48, "end": 913.72, "word": " جاعت", "probability": 0.7132161458333334}, {"start": 913.72, "end": 914.06, "word": " بلف", "probability": 0.8196614583333334}, {"start": 914.06, "end": 914.16, "word": " و", "probability": 0.7978515625}, {"start": 914.16, "end": 914.42, "word": " بدور", "probability": 0.87353515625}, {"start": 914.42, "end": 914.5, "word": " و", "probability": 0.68701171875}, {"start": 914.5, "end": 914.7, "word": " بلف", "probability": 0.7630208333333334}, {"start": 914.7, "end": 914.82, "word": " و", "probability": 0.98388671875}, {"start": 914.82, "end": 914.94, "word": " بدور", "probability": 0.9833984375}, {"start": 914.94, "end": 915.64, "word": " رامتها", "probability": 0.794677734375}, {"start": 915.64, "end": 916.0, "word": " إجت", "probability": 0.7898763020833334}, {"start": 916.0, "end": 916.22, "word": " هنا", "probability": 0.99365234375}, {"start": 916.22, "end": 916.52, "word": " و", "probability": 0.6298828125}, {"start": 916.52, "end": 916.74, "word": " بعدين", "probability": 0.895751953125}, {"start": 916.74, "end": 916.98, "word": " جيبنا", "probability": 0.9093017578125}, {"start": 916.98, "end": 917.3, "word": " القيمة", "probability": 0.9552408854166666}, {"start": 917.3, "end": 917.48, "word": " هذه", "probability": 0.72509765625}, {"start": 917.48, "end": 917.7, "word": " طب", "probability": 0.82373046875}, {"start": 917.7, "end": 917.84, "word": " مين", "probability": 0.895263671875}, {"start": 917.84, "end": 918.06, "word": " أعلى", "probability": 0.9454752604166666}, {"start": 918.06, "end": 918.28, "word": " هذه", "probability": 0.448974609375}, {"start": 918.28, "end": 918.44, "word": " ولا", "probability": 0.70263671875}, {"start": 918.44, "end": 918.66, "word": " هذه", "probability": 0.8935546875}, {"start": 918.66, "end": 919.14, "word": " الحل", "probability": 0.70654296875}, {"start": 919.14, "end": 919.24, "word": " اللي", "probability": 0.912109375}, {"start": 919.24, "end": 919.54, "word": " كنتوا", "probability": 0.92529296875}, {"start": 919.54, "end": 919.72, "word": " جايبوه", "probability": 0.7559814453125}, {"start": 919.72, "end": 919.8, "word": " في", "probability": 0.87255859375}, {"start": 919.8, "end": 920.0, "word": " الأول", "probability": 0.979248046875}, {"start": 920.0, "end": 920.16, "word": " ولا", "probability": 0.71240234375}, {"start": 920.16, "end": 920.26, "word": " في", "probability": 0.85498046875}, {"start": 920.26, "end": 920.6, "word": " التاني", "probability": 0.8665364583333334}, {"start": 920.6, "end": 921.52, "word": " فبناخد", "probability": 0.9484375}, {"start": 921.52, "end": 922.22, "word": " نفس", "probability": 0.989990234375}, {"start": 922.22, "end": 922.62, "word": " فكرة", "probability": 0.9734700520833334}, {"start": 922.62, "end": 922.9, "word": " أنه", "probability": 0.455078125}, {"start": 922.9, "end": 922.96, "word": " أنا", "probability": 0.70166015625}, {"start": 922.96, "end": 923.16, "word": " بضل", "probability": 0.85888671875}, {"start": 923.16, "end": 923.6, "word": " مخزن", "probability": 0.854248046875}, {"start": 923.6, "end": 924.08, "word": " الأعلى", "probability": 0.9757486979166666}, {"start": 924.08, "end": 924.5, "word": " ال", "probability": 0.95703125}, {"start": 924.5, "end": 924.66, "word": " بيك", "probability": 0.5685221354166666}, {"start": 924.66, "end": 924.78, "word": " اللي", "probability": 0.791015625}, {"start": 924.78, "end": 924.98, "word": " دايما", "probability": 0.8168131510416666}, {"start": 924.98, "end": 925.28, "word": " أعلى", "probability": 0.9484049479166666}, {"start": 925.28, "end": 925.6, "word": " بتضل", "probability": 0.71337890625}, {"start": 925.6, "end": 925.7, "word": " هي", "probability": 0.85302734375}, {"start": 925.7, "end": 925.98, "word": " الوحيد", "probability": 0.9539794921875}, {"start": 925.98, "end": 926.06, "word": " اللي", "probability": 0.650634765625}, {"start": 926.06, "end": 926.6, "word": " مخزنها", "probability": 0.96015625}, {"start": 926.6, "end": 927.1, "word": " و", "probability": 0.58837890625}, {"start": 927.1, "end": 927.6, "word": " بنبحث", "probability": 0.9637044270833334}, {"start": 927.6, "end": 927.68, "word": " ..", "probability": 0.309326171875}, {"start": 927.68, "end": 928.16, "word": " بندور", "probability": 0.90087890625}, {"start": 928.16, "end": 928.34, "word": " ..", "probability": 0.78515625}, {"start": 928.34, "end": 929.9, "word": " و", "probability": 0.69580078125}, {"start": 929.9, "end": 930.34, "word": " بندور", "probability": 0.9326171875}, {"start": 930.34, "end": 930.68, "word": " ..", "probability": 0.73876953125}, {"start": 930.68, "end": 931.08, "word": " تمام", "probability": 0.971435546875}, {"start": 931.08, "end": 932.82, "word": " فإذا", "probability": 0.8245442708333334}, {"start": 932.82, "end": 934.2, "word": " بنغير", "probability": 0.82080078125}, {"start": 934.2, "end": 934.56, "word": " ال", "probability": 0.9541015625}, {"start": 934.56, "end": 934.84, "word": " next", "probability": 0.91650390625}, {"start": 934.84, "end": 935.62, "word": " مكان", "probability": 0.9736328125}, {"start": 935.62, "end": 935.82, "word": " ال", "probability": 0.92041015625}, {"start": 935.82, "end": 936.18, "word": " current", "probability": 0.95166015625}], "temperature": 1.0}, {"id": 41, "seek": 95415, "start": 937.07, "end": 954.15, "text": "حسب الاحتمالية هذه ومنطقية جدا لما بخلص البحث تبعي او ال search تبعي او ال loop تبعي وين بده ينتهي اكيد زي ما قلنا هينتهي بنقطة هنا النقطة اللي هنا هتخلي ال capital T Zero هنا Zero معناه ذلك ان الاحتمالية", "tokens": [5016, 35457, 42963, 33753, 2304, 6027, 10632, 29538, 4032, 27842, 9566, 4587, 10632, 10874, 28259, 5296, 15042, 4724, 9778, 1211, 9381, 29739, 5016, 12984, 6055, 3555, 3615, 1829, 1975, 2407, 2423, 3164, 6055, 3555, 3615, 1829, 1975, 2407, 2423, 6367, 6055, 3555, 3615, 1829, 4032, 9957, 47525, 3224, 7251, 29399, 3224, 1829, 1975, 4117, 25708, 30767, 1829, 19446, 12174, 1211, 8315, 8032, 9957, 47395, 1829, 44945, 47432, 3660, 34105, 28239, 47432, 3660, 13672, 1829, 34105, 8032, 2655, 9778, 20292, 2423, 4238, 314, 17182, 34105, 17182, 20449, 8315, 3224, 29910, 23275, 16472, 42963, 33753, 2304, 6027, 10632], "avg_logprob": -0.12338917279980846, "compression_ratio": 1.7905759162303665, "no_speech_prob": 6.645917892456055e-05, "words": [{"start": 937.07, "end": 937.49, "word": "حسب", "probability": 0.904296875}, {"start": 937.49, "end": 938.11, "word": " الاحتمالية", "probability": 0.9482421875}, {"start": 938.11, "end": 938.41, "word": " هذه", "probability": 0.73193359375}, {"start": 938.41, "end": 939.21, "word": " ومنطقية", "probability": 0.8208984375}, {"start": 939.21, "end": 939.53, "word": " جدا", "probability": 0.990966796875}, {"start": 939.53, "end": 939.97, "word": " لما", "probability": 0.807861328125}, {"start": 939.97, "end": 940.43, "word": " بخلص", "probability": 0.9805908203125}, {"start": 940.43, "end": 940.79, "word": " البحث", "probability": 0.9899088541666666}, {"start": 940.79, "end": 941.07, "word": " تبعي", "probability": 0.9271240234375}, {"start": 941.07, "end": 941.23, "word": " او", "probability": 0.879150390625}, {"start": 941.23, "end": 941.35, "word": " ال", "probability": 0.8134765625}, {"start": 941.35, "end": 941.53, "word": " search", "probability": 0.94775390625}, {"start": 941.53, "end": 941.85, "word": " تبعي", "probability": 0.98046875}, {"start": 941.85, "end": 942.01, "word": " او", "probability": 0.93408203125}, {"start": 942.01, "end": 942.15, "word": " ال", "probability": 0.896484375}, {"start": 942.15, "end": 942.37, "word": " loop", "probability": 0.96923828125}, {"start": 942.37, "end": 942.85, "word": " تبعي", "probability": 0.978515625}, {"start": 942.85, "end": 943.17, "word": " وين", "probability": 0.749267578125}, {"start": 943.17, "end": 943.39, "word": " بده", "probability": 0.95556640625}, {"start": 943.39, "end": 943.91, "word": " ينتهي", "probability": 0.921875}, {"start": 943.91, "end": 944.35, "word": " اكيد", "probability": 0.9288736979166666}, {"start": 944.35, "end": 944.49, "word": " زي", "probability": 0.94921875}, {"start": 944.49, "end": 944.59, "word": " ما", "probability": 0.970703125}, {"start": 944.59, "end": 944.77, "word": " قلنا", "probability": 0.798828125}, {"start": 944.77, "end": 945.17, "word": " هينتهي", "probability": 0.8638916015625}, {"start": 945.17, "end": 945.55, "word": " بنقطة", "probability": 0.7936197916666666}, {"start": 945.55, "end": 945.75, "word": " هنا", "probability": 0.99072265625}, {"start": 945.75, "end": 946.45, "word": " النقطة", "probability": 0.94873046875}, {"start": 946.45, "end": 946.53, "word": " اللي", "probability": 0.9384765625}, {"start": 946.53, "end": 946.71, "word": " هنا", "probability": 0.95458984375}, {"start": 946.71, "end": 947.45, "word": " هتخلي", "probability": 0.86102294921875}, {"start": 947.45, "end": 947.57, "word": " ال", "probability": 0.83935546875}, {"start": 947.57, "end": 947.85, "word": " capital", "probability": 0.84375}, {"start": 947.85, "end": 948.67, "word": " T", "probability": 0.92724609375}, {"start": 948.67, "end": 949.53, "word": " Zero", "probability": 0.12939453125}, {"start": 949.53, "end": 952.11, "word": " هنا", "probability": 0.87158203125}, {"start": 952.11, "end": 952.49, "word": " Zero", "probability": 0.876953125}, {"start": 952.49, "end": 953.11, "word": " معناه", "probability": 0.86279296875}, {"start": 953.11, "end": 953.27, "word": " ذلك", "probability": 0.9755859375}, {"start": 953.27, "end": 953.39, "word": " ان", "probability": 0.8740234375}, {"start": 953.39, "end": 954.15, "word": " الاحتمالية", "probability": 0.98447265625}], "temperature": 1.0}, {"id": 42, "seek": 97291, "start": 955.97, "end": 972.91, "text": "zero معناته لأ انا خلاص عدد المرات ال loop اللي انا او ال iteration اللي مسموحالي بتخلص جاعدة فمافيش مجال اقعد انطنت كتير خلاص اخر بفضل الآن احتمالية انه اضلني على ال current اعلى", "tokens": [32226, 20449, 8315, 47395, 5296, 10721, 1975, 8315, 16490, 1211, 33546, 6225, 3215, 3215, 9673, 2288, 9307, 2423, 6367, 13672, 1829, 1975, 8315, 1975, 2407, 2423, 24784, 13672, 1829, 3714, 38251, 2407, 5016, 6027, 1829, 39894, 9778, 1211, 9381, 10874, 995, 22488, 3660, 6156, 15042, 41185, 8592, 3714, 7435, 6027, 1975, 4587, 22488, 1975, 1863, 9566, 29399, 9122, 2655, 13546, 16490, 1211, 33546, 1975, 34740, 4724, 5172, 11242, 1211, 6024, 48506, 1975, 33753, 2304, 6027, 10632, 16472, 3224, 1975, 11242, 1211, 22653, 15844, 2423, 2190, 1975, 3615, 23942], "avg_logprob": -0.1733672766203291, "compression_ratio": 1.6096256684491979, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 955.97, "end": 956.33, "word": "zero", "probability": 0.6162109375}, {"start": 956.33, "end": 956.89, "word": " معناته", "probability": 0.8050130208333334}, {"start": 956.89, "end": 957.23, "word": " لأ", "probability": 0.9228515625}, {"start": 957.23, "end": 957.73, "word": " انا", "probability": 0.666015625}, {"start": 957.73, "end": 958.53, "word": " خلاص", "probability": 0.966796875}, {"start": 958.53, "end": 959.87, "word": " عدد", "probability": 0.9305013020833334}, {"start": 959.87, "end": 960.89, "word": " المرات", "probability": 0.9469401041666666}, {"start": 960.89, "end": 961.57, "word": " ال", "probability": 0.7255859375}, {"start": 961.57, "end": 961.85, "word": " loop", "probability": 0.935546875}, {"start": 961.85, "end": 962.03, "word": " اللي", "probability": 0.86865234375}, {"start": 962.03, "end": 962.17, "word": " انا", "probability": 0.915283203125}, {"start": 962.17, "end": 962.47, "word": " او", "probability": 0.78125}, {"start": 962.47, "end": 962.55, "word": " ال", "probability": 0.97705078125}, {"start": 962.55, "end": 963.01, "word": " iteration", "probability": 0.8369140625}, {"start": 963.01, "end": 963.61, "word": " اللي", "probability": 0.966552734375}, {"start": 963.61, "end": 964.15, "word": " مسموحالي", "probability": 0.7690836588541666}, {"start": 964.15, "end": 964.63, "word": " بتخلص", "probability": 0.986572265625}, {"start": 964.63, "end": 965.01, "word": " جاعدة", "probability": 0.7705078125}, {"start": 965.01, "end": 965.71, "word": " فمافيش", "probability": 0.89208984375}, {"start": 965.71, "end": 966.19, "word": " مجال", "probability": 0.9977213541666666}, {"start": 966.19, "end": 966.45, "word": " اقعد", "probability": 0.7547200520833334}, {"start": 966.45, "end": 966.91, "word": " انطنت", "probability": 0.65283203125}, {"start": 966.91, "end": 967.37, "word": " كتير", "probability": 0.9677734375}, {"start": 967.37, "end": 968.49, "word": " خلاص", "probability": 0.9609375}, {"start": 968.49, "end": 969.07, "word": " اخر", "probability": 0.7890625}, {"start": 969.07, "end": 970.09, "word": " بفضل", "probability": 0.94677734375}, {"start": 970.09, "end": 970.45, "word": " الآن", "probability": 0.641357421875}, {"start": 970.45, "end": 971.07, "word": " احتمالية", "probability": 0.96015625}, {"start": 971.07, "end": 971.33, "word": " انه", "probability": 0.879638671875}, {"start": 971.33, "end": 971.71, "word": " اضلني", "probability": 0.7471923828125}, {"start": 971.71, "end": 971.89, "word": " على", "probability": 0.90380859375}, {"start": 971.89, "end": 972.01, "word": " ال", "probability": 0.90625}, {"start": 972.01, "end": 972.39, "word": " current", "probability": 0.9365234375}, {"start": 972.39, "end": 972.91, "word": " اعلى", "probability": 0.8865559895833334}], "temperature": 1.0}, {"id": 43, "seek": 98838, "start": 973.64, "end": 988.38, "text": "إني أضل على ال current أضل على ال current معناته مغيرش ماعملش التغيير هادي تمام فهي تقريبا هيك بشكل أو باخر فكرة ال simulated annealing واللي زي ما قلنا سابقة نمكن", "tokens": [28814, 22653, 5551, 11242, 1211, 15844, 2423, 2190, 5551, 11242, 1211, 15844, 2423, 2190, 20449, 8315, 47395, 3714, 17082, 13546, 8592, 19446, 25957, 1211, 8592, 16712, 17082, 1829, 13546, 8032, 995, 16254, 46811, 10943, 6156, 3224, 1829, 6055, 4587, 16572, 3555, 995, 39896, 4117, 4724, 8592, 28820, 34051, 4724, 47283, 2288, 6156, 4117, 25720, 2423, 41713, 22256, 4270, 16070, 20292, 30767, 1829, 19446, 12174, 1211, 8315, 8608, 16758, 28671, 8717, 2304, 4117, 1863], "avg_logprob": -0.23205236164299217, "compression_ratio": 1.543859649122807, "no_speech_prob": 4.5299530029296875e-06, "words": [{"start": 973.64, "end": 973.86, "word": "إني", "probability": 0.36444091796875}, {"start": 973.86, "end": 974.12, "word": " أضل", "probability": 0.8507486979166666}, {"start": 974.12, "end": 974.22, "word": " على", "probability": 0.64990234375}, {"start": 974.22, "end": 974.32, "word": " ال", "probability": 0.79541015625}, {"start": 974.32, "end": 974.56, "word": " current", "probability": 0.94482421875}, {"start": 974.56, "end": 975.08, "word": " أضل", "probability": 0.7191162109375}, {"start": 975.08, "end": 975.18, "word": " على", "probability": 0.88623046875}, {"start": 975.18, "end": 975.26, "word": " ال", "probability": 0.880859375}, {"start": 975.26, "end": 975.46, "word": " current", "probability": 0.96240234375}, {"start": 975.46, "end": 975.74, "word": " معناته", "probability": 0.9295247395833334}, {"start": 975.74, "end": 976.42, "word": " مغيرش", "probability": 0.8935546875}, {"start": 976.42, "end": 977.36, "word": " ماعملش", "probability": 0.8470458984375}, {"start": 977.36, "end": 977.72, "word": " التغيير", "probability": 0.939697265625}, {"start": 977.72, "end": 978.02, "word": " هادي", "probability": 0.4925130208333333}, {"start": 978.02, "end": 979.44, "word": " تمام", "probability": 0.777099609375}, {"start": 979.44, "end": 980.18, "word": " فهي", "probability": 0.88427734375}, {"start": 980.18, "end": 981.2, "word": " تقريبا", "probability": 0.98828125}, {"start": 981.2, "end": 981.48, "word": " هيك", "probability": 0.8662109375}, {"start": 981.48, "end": 982.28, "word": " بشكل", "probability": 0.87353515625}, {"start": 982.28, "end": 982.38, "word": " أو", "probability": 0.69140625}, {"start": 982.38, "end": 982.84, "word": " باخر", "probability": 0.82177734375}, {"start": 982.84, "end": 984.1, "word": " فكرة", "probability": 0.91650390625}, {"start": 984.1, "end": 984.48, "word": " ال", "probability": 0.5927734375}, {"start": 984.48, "end": 984.98, "word": " simulated", "probability": 0.986328125}, {"start": 984.98, "end": 985.64, "word": " annealing", "probability": 0.933349609375}, {"start": 985.64, "end": 986.36, "word": " واللي", "probability": 0.666015625}, {"start": 986.36, "end": 986.6, "word": " زي", "probability": 0.961181640625}, {"start": 986.6, "end": 986.68, "word": " ما", "probability": 0.9814453125}, {"start": 986.68, "end": 987.0, "word": " قلنا", "probability": 0.8678385416666666}, {"start": 987.0, "end": 988.0, "word": " سابقة", "probability": 0.89697265625}, {"start": 988.0, "end": 988.38, "word": " نمكن", "probability": 0.70709228515625}], "temperature": 1.0}, {"id": 44, "seek": 100850, "start": 989.02, "end": 1008.5, "text": "هي بتعتمد على ظاهرة الحديد، ظاهرة اللي هي تبريد الحديد أو تحسين الحديد، تحسين الحديد ببساطة بتنبه هذا الشكل، إن أنا بسخن و ببرد و بسخن و ببرد، فهي اللي بصيفها اللي هي عملية تسخين و تبريد، تسخين و تبريد بناء على ال schedule، بناء على ال schedule اللي موجود", "tokens": [3224, 1829, 39894, 34268, 2304, 3215, 15844, 1357, 116, 40294, 25720, 21542, 16254, 3215, 12399, 1357, 116, 40294, 25720, 13672, 1829, 39896, 6055, 3555, 16572, 3215, 21542, 16254, 3215, 34051, 6055, 5016, 3794, 9957, 21542, 16254, 3215, 12399, 6055, 5016, 3794, 9957, 21542, 16254, 3215, 4724, 3555, 3794, 41193, 3660, 39894, 1863, 3555, 3224, 23758, 25124, 28820, 12399, 36145, 41850, 4724, 3794, 9778, 1863, 4032, 4724, 26890, 3215, 4032, 4724, 3794, 9778, 1863, 4032, 4724, 26890, 3215, 12399, 6156, 3224, 1829, 13672, 1829, 4724, 9381, 33911, 11296, 13672, 1829, 39896, 6225, 42213, 10632, 6055, 3794, 9778, 9957, 4032, 6055, 3555, 16572, 3215, 12399, 6055, 3794, 9778, 9957, 4032, 6055, 3555, 16572, 3215, 44945, 16606, 15844, 2423, 7567, 12399, 44945, 16606, 15844, 2423, 7567, 13672, 1829, 3714, 29245, 23328], "avg_logprob": -0.1076187015503876, "compression_ratio": 2.1921182266009853, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 989.02, "end": 989.24, "word": "هي", "probability": 0.779296875}, {"start": 989.24, "end": 989.66, "word": " بتعتمد", "probability": 0.966552734375}, {"start": 989.66, "end": 989.82, "word": " على", "probability": 0.82177734375}, {"start": 989.82, "end": 990.26, "word": " ظاهرة", "probability": 0.9371337890625}, {"start": 990.26, "end": 991.6, "word": " الحديد،", "probability": 0.8492431640625}, {"start": 991.6, "end": 992.02, "word": " ظاهرة", "probability": 0.9288330078125}, {"start": 992.02, "end": 992.14, "word": " اللي", "probability": 0.899658203125}, {"start": 992.14, "end": 992.44, "word": " هي", "probability": 0.93115234375}, {"start": 992.44, "end": 992.88, "word": " تبريد", "probability": 0.9664306640625}, {"start": 992.88, "end": 993.24, "word": " الحديد", "probability": 0.9798177083333334}, {"start": 993.24, "end": 993.44, "word": " أو", "probability": 0.87255859375}, {"start": 993.44, "end": 995.02, "word": " تحسين", "probability": 0.9945068359375}, {"start": 995.02, "end": 996.54, "word": " الحديد،", "probability": 0.85528564453125}, {"start": 996.54, "end": 997.1, "word": " تحسين", "probability": 0.9857177734375}, {"start": 997.1, "end": 997.44, "word": " الحديد", "probability": 0.986328125}, {"start": 997.44, "end": 997.88, "word": " ببساطة", "probability": 0.982421875}, {"start": 997.88, "end": 998.24, "word": " بتنبه", "probability": 0.730712890625}, {"start": 998.24, "end": 998.38, "word": " هذا", "probability": 0.5712890625}, {"start": 998.38, "end": 998.68, "word": " الشكل،", "probability": 0.8873697916666666}, {"start": 998.68, "end": 998.78, "word": " إن", "probability": 0.435791015625}, {"start": 998.78, "end": 998.88, "word": " أنا", "probability": 0.904296875}, {"start": 998.88, "end": 999.38, "word": " بسخن", "probability": 0.9783935546875}, {"start": 999.38, "end": 999.46, "word": " و", "probability": 0.84228515625}, {"start": 999.46, "end": 999.82, "word": " ببرد", "probability": 0.9749348958333334}, {"start": 999.82, "end": 999.9, "word": " و", "probability": 0.890625}, {"start": 999.9, "end": 1000.26, "word": " بسخن", "probability": 0.9945068359375}, {"start": 1000.26, "end": 1000.32, "word": " و", "probability": 0.994140625}, {"start": 1000.32, "end": 1000.8, "word": " ببرد،", "probability": 0.8780517578125}, {"start": 1000.8, "end": 1001.02, "word": " فهي", "probability": 0.9856770833333334}, {"start": 1001.02, "end": 1001.12, "word": " اللي", "probability": 0.99169921875}, {"start": 1001.12, "end": 1001.6, "word": " بصيفها", "probability": 0.78460693359375}, {"start": 1001.6, "end": 1001.74, "word": " اللي", "probability": 0.599609375}, {"start": 1001.74, "end": 1001.86, "word": " هي", "probability": 0.900390625}, {"start": 1001.86, "end": 1002.62, "word": " عملية", "probability": 0.9640299479166666}, {"start": 1002.62, "end": 1003.18, "word": " تسخين", "probability": 0.99609375}, {"start": 1003.18, "end": 1003.36, "word": " و", "probability": 0.495361328125}, {"start": 1003.36, "end": 1003.8, "word": " تبريد،", "probability": 0.912109375}, {"start": 1003.8, "end": 1004.12, "word": " تسخين", "probability": 0.986328125}, {"start": 1004.12, "end": 1004.2, "word": " و", "probability": 0.96875}, {"start": 1004.2, "end": 1004.6, "word": " تبريد", "probability": 0.9039306640625}, {"start": 1004.6, "end": 1005.24, "word": " بناء", "probability": 0.940185546875}, {"start": 1005.24, "end": 1005.5, "word": " على", "probability": 0.8115234375}, {"start": 1005.5, "end": 1005.64, "word": " ال", "probability": 0.94287109375}, {"start": 1005.64, "end": 1006.4, "word": " schedule،", "probability": 0.8857421875}, {"start": 1006.4, "end": 1006.66, "word": " بناء", "probability": 0.98828125}, {"start": 1006.66, "end": 1006.9, "word": " على", "probability": 0.9375}, {"start": 1006.9, "end": 1007.56, "word": " ال", "probability": 0.9736328125}, {"start": 1007.56, "end": 1007.86, "word": " schedule", "probability": 0.93212890625}, {"start": 1007.86, "end": 1008.06, "word": " اللي", "probability": 0.98779296875}, {"start": 1008.06, "end": 1008.5, "word": " موجود", "probability": 0.9874674479166666}], "temperature": 1.0}, {"id": 45, "seek": 103765, "start": 1009.29, "end": 1037.65, "text": "موجود عندنا تمام هذه بالشكل أساسي اكتير كويس انه ال simulated annealing تحاولوا تعملوها algorithm طبعا بترجعوا للمحاضرة شرحها من البداية وإذا كان في أي مشكلة بلغوني فيها يعني خليني اناقشها بعدين حسب ما تسمعوا المحاضرة كمان مرة طيب اكتير كويس انكوا تحاولوا تعملوا algorithm عليها اتحلوا أكام من سؤال من ال calculus اللي كنتوا تاخدوهم زمان اللي كانوا بتطلبوا فيها maximize و minimize ومش عارف", "tokens": [2304, 29245, 23328, 43242, 8315, 46811, 10943, 29538, 20666, 8592, 28820, 5551, 3794, 32277, 1829, 1975, 4117, 2655, 13546, 9122, 45865, 3794, 16472, 3224, 2423, 41713, 22256, 4270, 6055, 5016, 995, 12610, 14407, 6055, 25957, 1211, 2407, 11296, 9284, 23032, 3555, 3615, 995, 39894, 47341, 3615, 14407, 5296, 19528, 5016, 46958, 25720, 13412, 2288, 5016, 11296, 9154, 29739, 28259, 10632, 4032, 28814, 15730, 25961, 8978, 36632, 37893, 28820, 3660, 4724, 1211, 17082, 11536, 1829, 8978, 11296, 37495, 22653, 16490, 1211, 9957, 1829, 1975, 8315, 4587, 8592, 11296, 39182, 9957, 11331, 35457, 19446, 6055, 38251, 3615, 14407, 9673, 5016, 46958, 25720, 9122, 2304, 7649, 3714, 25720, 23032, 1829, 3555, 1975, 4117, 2655, 13546, 9122, 45865, 3794, 16472, 4117, 14407, 6055, 5016, 995, 12610, 14407, 6055, 25957, 1211, 14407, 9284, 25894, 11296, 1975, 2655, 5016, 1211, 14407, 5551, 4117, 10943, 9154, 8608, 33604, 6027, 9154, 2423, 33400, 13672, 1829, 9122, 29399, 14407, 6055, 47283, 3215, 2407, 16095, 30767, 2304, 7649, 13672, 1829, 25961, 14407, 39894, 9566, 46152, 14407, 8978, 11296, 19874, 4032, 4464, 1125, 4032, 2304, 8592, 6225, 9640, 5172], "avg_logprob": -0.17746159617461305, "compression_ratio": 1.9152046783625731, "no_speech_prob": 2.205371856689453e-06, "words": [{"start": 1009.29, "end": 1009.75, "word": "موجود", "probability": 0.9500325520833334}, {"start": 1009.75, "end": 1010.09, "word": " عندنا", "probability": 0.958740234375}, {"start": 1010.09, "end": 1010.67, "word": " تمام", "probability": 0.76171875}, {"start": 1010.67, "end": 1011.61, "word": " هذه", "probability": 0.486572265625}, {"start": 1011.61, "end": 1012.29, "word": " بالشكل", "probability": 0.92138671875}, {"start": 1012.29, "end": 1012.83, "word": " أساسي", "probability": 0.9158935546875}, {"start": 1012.83, "end": 1013.15, "word": " اكتير", "probability": 0.5736083984375}, {"start": 1013.15, "end": 1013.43, "word": " كويس", "probability": 0.9601236979166666}, {"start": 1013.43, "end": 1013.77, "word": " انه", "probability": 0.5968017578125}, {"start": 1013.77, "end": 1014.05, "word": " ال", "probability": 0.71533203125}, {"start": 1014.05, "end": 1014.53, "word": " simulated", "probability": 0.70263671875}, {"start": 1014.53, "end": 1015.03, "word": " annealing", "probability": 0.91357421875}, {"start": 1015.03, "end": 1015.39, "word": " تحاولوا", "probability": 0.9359375}, {"start": 1015.39, "end": 1015.95, "word": " تعملوها", "probability": 0.98251953125}, {"start": 1015.95, "end": 1016.89, "word": " algorithm", "probability": 0.74853515625}, {"start": 1016.89, "end": 1017.47, "word": " طبعا", "probability": 0.962890625}, {"start": 1017.47, "end": 1017.79, "word": " بترجعوا", "probability": 0.8958740234375}, {"start": 1017.79, "end": 1018.31, "word": " للمحاضرة", "probability": 0.92333984375}, {"start": 1018.31, "end": 1019.31, "word": " شرحها", "probability": 0.78753662109375}, {"start": 1019.31, "end": 1019.43, "word": " من", "probability": 0.9912109375}, {"start": 1019.43, "end": 1019.89, "word": " البداية", "probability": 0.97900390625}, {"start": 1019.89, "end": 1020.65, "word": " وإذا", "probability": 0.8357747395833334}, {"start": 1020.65, "end": 1020.83, "word": " كان", "probability": 0.9931640625}, {"start": 1020.83, "end": 1020.95, "word": " في", "probability": 0.9345703125}, {"start": 1020.95, "end": 1021.11, "word": " أي", "probability": 0.66748046875}, {"start": 1021.11, "end": 1021.67, "word": " مشكلة", "probability": 0.9889322916666666}, {"start": 1021.67, "end": 1022.45, "word": " بلغوني", "probability": 0.9044921875}, {"start": 1022.45, "end": 1022.69, "word": " فيها", "probability": 0.987548828125}, {"start": 1022.69, "end": 1022.91, "word": " يعني", "probability": 0.852294921875}, {"start": 1022.91, "end": 1023.23, "word": " خليني", "probability": 0.8101806640625}, {"start": 1023.23, "end": 1023.69, "word": " اناقشها", "probability": 0.826806640625}, {"start": 1023.69, "end": 1024.49, "word": " بعدين", "probability": 0.956787109375}, {"start": 1024.49, "end": 1025.17, "word": " حسب", "probability": 0.970458984375}, {"start": 1025.17, "end": 1025.53, "word": " ما", "probability": 0.7275390625}, {"start": 1025.53, "end": 1026.95, "word": " تسمعوا", "probability": 0.843994140625}, {"start": 1026.95, "end": 1027.35, "word": " المحاضرة", "probability": 0.9940185546875}, {"start": 1027.35, "end": 1027.59, "word": " كمان", "probability": 0.9152018229166666}, {"start": 1027.59, "end": 1027.83, "word": " مرة", "probability": 0.96875}, {"start": 1027.83, "end": 1028.39, "word": " طيب", "probability": 0.9293619791666666}, {"start": 1028.39, "end": 1028.87, "word": " اكتير", "probability": 0.87353515625}, {"start": 1028.87, "end": 1029.09, "word": " كويس", "probability": 0.9920247395833334}, {"start": 1029.09, "end": 1029.29, "word": " انكوا", "probability": 0.4781087239583333}, {"start": 1029.29, "end": 1029.53, "word": " تحاولوا", "probability": 0.9228515625}, {"start": 1029.53, "end": 1029.81, "word": " تعملوا", "probability": 0.9090576171875}, {"start": 1029.81, "end": 1030.05, "word": " algorithm", "probability": 0.39599609375}, {"start": 1030.05, "end": 1031.01, "word": " عليها", "probability": 0.994873046875}, {"start": 1031.01, "end": 1032.03, "word": " اتحلوا", "probability": 0.87685546875}, {"start": 1032.03, "end": 1032.79, "word": " أكام", "probability": 0.6936848958333334}, {"start": 1032.79, "end": 1032.91, "word": " من", "probability": 0.92041015625}, {"start": 1032.91, "end": 1033.31, "word": " سؤال", "probability": 0.9816080729166666}, {"start": 1033.31, "end": 1033.79, "word": " من", "probability": 0.94873046875}, {"start": 1033.79, "end": 1033.93, "word": " ال", "probability": 0.93896484375}, {"start": 1033.93, "end": 1034.19, "word": " calculus", "probability": 0.9765625}, {"start": 1034.19, "end": 1034.39, "word": " اللي", "probability": 0.9111328125}, {"start": 1034.39, "end": 1034.53, "word": " كنتوا", "probability": 0.97265625}, {"start": 1034.53, "end": 1034.87, "word": " تاخدوهم", "probability": 0.96982421875}, {"start": 1034.87, "end": 1035.15, "word": " زمان", "probability": 0.9578450520833334}, {"start": 1035.15, "end": 1035.29, "word": " اللي", "probability": 0.88037109375}, {"start": 1035.29, "end": 1035.79, "word": " كانوا", "probability": 0.775634765625}, {"start": 1035.79, "end": 1036.09, "word": " بتطلبوا", "probability": 0.6910400390625}, {"start": 1036.09, "end": 1036.25, "word": " فيها", "probability": 0.86279296875}, {"start": 1036.25, "end": 1036.55, "word": " maximize", "probability": 0.1312255859375}, {"start": 1036.55, "end": 1036.81, "word": " و", "probability": 0.85595703125}, {"start": 1036.81, "end": 1037.19, "word": " minimize", "probability": 0.6185302734375}, {"start": 1037.19, "end": 1037.41, "word": " ومش", "probability": 0.809326171875}, {"start": 1037.41, "end": 1037.65, "word": " عارف", "probability": 0.97509765625}], "temperature": 1.0}, {"id": 46, "seek": 106011, "start": 1038.6, "end": 1060.12, "text": "طريقة جدا مشدية الحقيقة في عملية ال globalization لأ هي زي ما قلنا احنا مش مضروري على النقاط احنا بنعتمد بشكل أساسي على مجموعة .. بنختار من ال successors لل current بنختار منهم بناء على إذا كان ال successor هذا اللي هو حطيناه next", "tokens": [9566, 16572, 28671, 10874, 28259, 37893, 3215, 10632, 21542, 38436, 28671, 8978, 6225, 42213, 10632, 2423, 40518, 5296, 10721, 39896, 30767, 1829, 19446, 12174, 1211, 8315, 1975, 5016, 8315, 37893, 3714, 11242, 2288, 13063, 1829, 15844, 28239, 4587, 41193, 1975, 5016, 8315, 44945, 34268, 2304, 3215, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 15844, 3714, 7435, 2304, 2407, 27884, 4386, 44945, 46456, 9640, 9154, 2423, 2245, 830, 24976, 2190, 44945, 46456, 9640, 9154, 16095, 44945, 16606, 15844, 11933, 15730, 25961, 2423, 31864, 23758, 13672, 1829, 31439, 11331, 9566, 1829, 8315, 3224, 958], "avg_logprob": -0.17557124168642105, "compression_ratio": 1.631578947368421, "no_speech_prob": 9.5367431640625e-07, "words": [{"start": 1038.6, "end": 1039.36, "word": "طريقة", "probability": 0.96435546875}, {"start": 1039.36, "end": 1039.86, "word": " جدا", "probability": 0.95458984375}, {"start": 1039.86, "end": 1040.94, "word": " مشدية", "probability": 0.6668294270833334}, {"start": 1040.94, "end": 1041.4, "word": " الحقيقة", "probability": 0.9415690104166666}, {"start": 1041.4, "end": 1041.54, "word": " في", "probability": 0.91552734375}, {"start": 1041.54, "end": 1041.88, "word": " عملية", "probability": 0.9845377604166666}, {"start": 1041.88, "end": 1042.0, "word": " ال", "probability": 0.59765625}, {"start": 1042.0, "end": 1042.48, "word": " globalization", "probability": 0.489990234375}, {"start": 1042.48, "end": 1046.02, "word": " لأ", "probability": 0.61865234375}, {"start": 1046.02, "end": 1046.2, "word": " هي", "probability": 0.74755859375}, {"start": 1046.2, "end": 1046.4, "word": " زي", "probability": 0.896484375}, {"start": 1046.4, "end": 1046.5, "word": " ما", "probability": 0.98193359375}, {"start": 1046.5, "end": 1046.72, "word": " قلنا", "probability": 0.91845703125}, {"start": 1046.72, "end": 1046.92, "word": " احنا", "probability": 0.8055013020833334}, {"start": 1046.92, "end": 1047.06, "word": " مش", "probability": 0.98193359375}, {"start": 1047.06, "end": 1047.44, "word": " مضروري", "probability": 0.79599609375}, {"start": 1047.44, "end": 1047.56, "word": " على", "probability": 0.84326171875}, {"start": 1047.56, "end": 1047.98, "word": " النقاط", "probability": 0.95263671875}, {"start": 1047.98, "end": 1048.44, "word": " احنا", "probability": 0.86083984375}, {"start": 1048.44, "end": 1049.1, "word": " بنعتمد", "probability": 0.9659423828125}, {"start": 1049.1, "end": 1049.48, "word": " بشكل", "probability": 0.9656575520833334}, {"start": 1049.48, "end": 1049.96, "word": " أساسي", "probability": 0.876708984375}, {"start": 1049.96, "end": 1050.2, "word": " على", "probability": 0.81396484375}, {"start": 1050.2, "end": 1050.64, "word": " مجموعة", "probability": 0.831640625}, {"start": 1050.64, "end": 1050.78, "word": " ..", "probability": 0.4912109375}, {"start": 1050.78, "end": 1051.2, "word": " بنختار", "probability": 0.9122721354166666}, {"start": 1051.2, "end": 1051.32, "word": " من", "probability": 0.9609375}, {"start": 1051.32, "end": 1051.5, "word": " ال", "probability": 0.94775390625}, {"start": 1051.5, "end": 1052.52, "word": " successors", "probability": 0.84130859375}, {"start": 1052.52, "end": 1052.68, "word": " لل", "probability": 0.4541015625}, {"start": 1052.68, "end": 1053.1, "word": " current", "probability": 0.8505859375}, {"start": 1053.1, "end": 1054.82, "word": " بنختار", "probability": 0.8816731770833334}, {"start": 1054.82, "end": 1055.26, "word": " منهم", "probability": 0.99658203125}, {"start": 1055.26, "end": 1056.58, "word": " بناء", "probability": 0.957763671875}, {"start": 1056.58, "end": 1056.94, "word": " على", "probability": 0.83544921875}, {"start": 1056.94, "end": 1057.44, "word": " إذا", "probability": 0.7183837890625}, {"start": 1057.44, "end": 1057.62, "word": " كان", "probability": 0.99560546875}, {"start": 1057.62, "end": 1057.72, "word": " ال", "probability": 0.92041015625}, {"start": 1057.72, "end": 1058.16, "word": " successor", "probability": 0.83984375}, {"start": 1058.16, "end": 1058.74, "word": " هذا", "probability": 0.90673828125}, {"start": 1058.74, "end": 1058.84, "word": " اللي", "probability": 0.989013671875}, {"start": 1058.84, "end": 1059.04, "word": " هو", "probability": 0.982421875}, {"start": 1059.04, "end": 1059.88, "word": " حطيناه", "probability": 0.75078125}, {"start": 1059.88, "end": 1060.12, "word": " next", "probability": 0.970703125}], "temperature": 1.0}, {"id": 47, "seek": 108877, "start": 1061.17, "end": 1088.77, "text": "أفضل أكيد بغير مباشرة إذا لأ هو أسوأ بخلّي برضه فيه احتمالية تغيير ولكن باحتمالية إذا أنا لسه في بداية البحث بجازف بهذه الاحتمالية و بغيرها رغم إن هي أسوأ بكون مخزن أفضل حل موجود عندي بحيث إنه دايماً دل عندي حل واحد دلت دائما كله بشتغله برجع لنفس الحل كله بشتغله برجع لنفس الحل خلاص معناته واضح إنه هذا هو ال .. هو ال global", "tokens": [10721, 5172, 11242, 1211, 5551, 4117, 25708, 4724, 17082, 13546, 3714, 3555, 33599, 25720, 11933, 15730, 5296, 10721, 31439, 5551, 3794, 2407, 10721, 4724, 9778, 1211, 11703, 1829, 4724, 43042, 3224, 8978, 3224, 1975, 33753, 2304, 6027, 10632, 6055, 17082, 1829, 13546, 35525, 19452, 4724, 995, 33753, 2304, 6027, 10632, 11933, 15730, 41850, 5296, 3794, 3224, 8978, 4724, 28259, 10632, 29739, 5016, 12984, 4724, 7435, 31377, 5172, 39627, 24192, 42963, 33753, 2304, 6027, 10632, 4032, 4724, 17082, 13546, 11296, 12602, 17082, 2304, 36145, 39896, 5551, 3794, 2407, 10721, 4724, 30544, 3714, 9778, 11622, 1863, 5551, 5172, 11242, 1211, 11331, 1211, 3714, 29245, 23328, 18871, 16254, 4724, 5016, 1829, 12984, 36145, 3224, 11778, 47302, 15042, 14111, 11778, 1211, 18871, 16254, 11331, 1211, 36764, 24401, 11778, 1211, 2655, 11778, 16373, 15042, 28242, 3224, 4724, 8592, 2655, 17082, 43761, 4724, 47341, 3615, 5296, 1863, 36178, 21542, 1211, 28242, 3224, 4724, 8592, 2655, 17082, 43761, 4724, 47341, 3615, 5296, 1863, 36178, 21542, 1211, 16490, 1211, 33546, 20449, 8315, 47395, 4032, 46958, 5016, 36145, 3224, 23758, 31439, 2423, 4386, 31439, 2423, 4338], "avg_logprob": -0.1362359622556172, "compression_ratio": 2.0246478873239435, "no_speech_prob": 1.430511474609375e-06, "words": [{"start": 1061.1699999999998, "end": 1061.81, "word": "أفضل", "probability": 0.98095703125}, {"start": 1061.81, "end": 1062.45, "word": " أكيد", "probability": 0.9430338541666666}, {"start": 1062.45, "end": 1062.81, "word": " بغير", "probability": 0.9718424479166666}, {"start": 1062.81, "end": 1063.37, "word": " مباشرة", "probability": 0.9932861328125}, {"start": 1063.37, "end": 1064.29, "word": " إذا", "probability": 0.801025390625}, {"start": 1064.29, "end": 1064.47, "word": " لأ", "probability": 0.933349609375}, {"start": 1064.47, "end": 1064.67, "word": " هو", "probability": 0.95751953125}, {"start": 1064.67, "end": 1065.21, "word": " أسوأ", "probability": 0.9761962890625}, {"start": 1065.21, "end": 1065.99, "word": " بخلّي", "probability": 0.817236328125}, {"start": 1065.99, "end": 1066.19, "word": " برضه", "probability": 0.9562174479166666}, {"start": 1066.19, "end": 1066.37, "word": " فيه", "probability": 0.82568359375}, {"start": 1066.37, "end": 1066.77, "word": " احتمالية", "probability": 0.91904296875}, {"start": 1066.77, "end": 1067.17, "word": " تغيير", "probability": 0.9620361328125}, {"start": 1067.17, "end": 1067.79, "word": " ولكن", "probability": 0.787109375}, {"start": 1067.79, "end": 1069.27, "word": " باحتمالية", "probability": 0.87548828125}, {"start": 1069.27, "end": 1069.83, "word": " إذا", "probability": 0.835205078125}, {"start": 1069.83, "end": 1070.01, "word": " أنا", "probability": 0.86572265625}, {"start": 1070.01, "end": 1070.21, "word": " لسه", "probability": 0.9464518229166666}, {"start": 1070.21, "end": 1070.33, "word": " في", "probability": 0.8876953125}, {"start": 1070.33, "end": 1070.59, "word": " بداية", "probability": 0.9847005208333334}, {"start": 1070.59, "end": 1071.11, "word": " البحث", "probability": 0.994140625}, {"start": 1071.11, "end": 1072.69, "word": " بجازف", "probability": 0.85986328125}, {"start": 1072.69, "end": 1073.01, "word": " بهذه", "probability": 0.954833984375}, {"start": 1073.01, "end": 1073.59, "word": " الاحتمالية", "probability": 0.94775390625}, {"start": 1073.59, "end": 1073.95, "word": " و", "probability": 0.56103515625}, {"start": 1073.95, "end": 1074.49, "word": " بغيرها", "probability": 0.9852294921875}, {"start": 1074.49, "end": 1074.69, "word": " رغم", "probability": 0.9879557291666666}, {"start": 1074.69, "end": 1074.79, "word": " إن", "probability": 0.414306640625}, {"start": 1074.79, "end": 1074.89, "word": " هي", "probability": 0.488525390625}, {"start": 1074.89, "end": 1075.25, "word": " أسوأ", "probability": 0.98046875}, {"start": 1075.25, "end": 1076.43, "word": " بكون", "probability": 0.82861328125}, {"start": 1076.43, "end": 1076.75, "word": " مخزن", "probability": 0.777099609375}, {"start": 1076.75, "end": 1077.01, "word": " أفضل", "probability": 0.9901123046875}, {"start": 1077.01, "end": 1077.19, "word": " حل", "probability": 0.77783203125}, {"start": 1077.19, "end": 1077.55, "word": " موجود", "probability": 0.9734700520833334}, {"start": 1077.55, "end": 1077.79, "word": " عندي", "probability": 0.7080078125}, {"start": 1077.79, "end": 1078.19, "word": " بحيث", "probability": 0.937744140625}, {"start": 1078.19, "end": 1078.35, "word": " إنه", "probability": 0.81298828125}, {"start": 1078.35, "end": 1078.57, "word": " دايماً", "probability": 0.8211669921875}, {"start": 1078.57, "end": 1078.73, "word": " دل", "probability": 0.3704833984375}, {"start": 1078.73, "end": 1079.05, "word": " عندي", "probability": 0.901611328125}, {"start": 1079.05, "end": 1079.49, "word": " حل", "probability": 0.98828125}, {"start": 1079.49, "end": 1080.13, "word": " واحد", "probability": 0.984619140625}, {"start": 1080.13, "end": 1081.09, "word": " دلت", "probability": 0.79150390625}, {"start": 1081.09, "end": 1081.55, "word": " دائما", "probability": 0.8577473958333334}, {"start": 1081.55, "end": 1082.65, "word": " كله", "probability": 0.751708984375}, {"start": 1082.65, "end": 1083.25, "word": " بشتغله", "probability": 0.88173828125}, {"start": 1083.25, "end": 1083.57, "word": " برجع", "probability": 0.8328450520833334}, {"start": 1083.57, "end": 1083.87, "word": " لنفس", "probability": 0.9703776041666666}, {"start": 1083.87, "end": 1084.25, "word": " الحل", "probability": 0.98291015625}, {"start": 1084.25, "end": 1084.69, "word": " كله", "probability": 0.88427734375}, {"start": 1084.69, "end": 1085.01, "word": " بشتغله", "probability": 0.9958984375}, {"start": 1085.01, "end": 1085.23, "word": " برجع", "probability": 0.9811197916666666}, {"start": 1085.23, "end": 1085.51, "word": " لنفس", "probability": 0.9908854166666666}, {"start": 1085.51, "end": 1085.71, "word": " الحل", "probability": 0.98681640625}, {"start": 1085.71, "end": 1085.95, "word": " خلاص", "probability": 0.9334309895833334}, {"start": 1085.95, "end": 1086.27, "word": " معناته", "probability": 0.9777018229166666}, {"start": 1086.27, "end": 1086.53, "word": " واضح", "probability": 0.9822591145833334}, {"start": 1086.53, "end": 1086.75, "word": " إنه", "probability": 0.4814453125}, {"start": 1086.75, "end": 1086.89, "word": " هذا", "probability": 0.77587890625}, {"start": 1086.89, "end": 1087.11, "word": " هو", "probability": 0.9873046875}, {"start": 1087.11, "end": 1087.35, "word": " ال", "probability": 0.84375}, {"start": 1087.35, "end": 1088.13, "word": " ..", "probability": 0.447998046875}, {"start": 1088.13, "end": 1088.41, "word": " هو", "probability": 0.97705078125}, {"start": 1088.41, "end": 1088.53, "word": " ال", "probability": 0.93017578125}, {"start": 1088.53, "end": 1088.77, "word": " global", "probability": 0.703125}], "temperature": 1.0}, {"id": 48, "seek": 111138, "start": 1089.94, "end": 1111.38, "text": "أو خلّيني اقول ان احنا بنشتغل في احتمالات في الآخر، معنى ذلك ان الاحتمال يعالج جدا ان هو ال global لانه قد تصدف في بعض المشاكل انه بضلني ألف ودور بس أنا بعيد تماما لسه عن ال global يعني هذه حالات شوية ممكن تكون نادرة في هيك حالة، بيضل مين اللي بيحدد ليه؟", "tokens": [10721, 2407, 16490, 1211, 11703, 9957, 1829, 1975, 39648, 16472, 1975, 5016, 8315, 44945, 8592, 2655, 17082, 1211, 8978, 1975, 33753, 2304, 6027, 9307, 8978, 6024, 95, 34740, 12399, 20449, 1863, 7578, 29910, 23275, 16472, 42963, 33753, 2304, 6027, 37495, 6027, 7435, 10874, 28259, 16472, 31439, 2423, 4338, 5296, 7649, 3224, 12174, 3215, 6055, 9381, 3215, 5172, 8978, 45030, 11242, 9673, 8592, 995, 28820, 16472, 3224, 4724, 11242, 1211, 22653, 5551, 46538, 4032, 3215, 13063, 4724, 3794, 41850, 45030, 25708, 46811, 10943, 995, 5296, 3794, 3224, 18871, 2423, 4338, 37495, 22653, 29538, 11331, 6027, 9307, 13412, 2407, 10632, 3714, 43020, 6055, 30544, 8717, 18513, 25720, 8978, 39896, 4117, 11331, 6027, 3660, 12399, 4724, 1829, 11242, 1211, 3714, 9957, 13672, 1829, 4724, 1829, 24401, 3215, 32239, 3224, 22807], "avg_logprob": -0.1558837960474193, "compression_ratio": 1.783132530120482, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 1089.94, "end": 1090.26, "word": "أو", "probability": 0.94677734375}, {"start": 1090.26, "end": 1090.56, "word": " خلّيني", "probability": 0.885546875}, {"start": 1090.56, "end": 1090.8, "word": " اقول", "probability": 0.57958984375}, {"start": 1090.8, "end": 1091.12, "word": " ان", "probability": 0.31201171875}, {"start": 1091.12, "end": 1091.24, "word": " احنا", "probability": 0.8338216145833334}, {"start": 1091.24, "end": 1091.72, "word": " بنشتغل", "probability": 0.930859375}, {"start": 1091.72, "end": 1091.96, "word": " في", "probability": 0.84033203125}, {"start": 1091.96, "end": 1092.44, "word": " احتمالات", "probability": 0.9767578125}, {"start": 1092.44, "end": 1092.54, "word": " في", "probability": 0.94091796875}, {"start": 1092.54, "end": 1093.18, "word": " الآخر،", "probability": 0.82958984375}, {"start": 1093.18, "end": 1093.4, "word": " معنى", "probability": 0.7960611979166666}, {"start": 1093.4, "end": 1093.6, "word": " ذلك", "probability": 0.963134765625}, {"start": 1093.6, "end": 1093.7, "word": " ان", "probability": 0.59326171875}, {"start": 1093.7, "end": 1094.04, "word": " الاحتمال", "probability": 0.9495849609375}, {"start": 1094.04, "end": 1094.56, "word": " يعالج", "probability": 0.6661783854166666}, {"start": 1094.56, "end": 1095.08, "word": " جدا", "probability": 0.98486328125}, {"start": 1095.08, "end": 1095.32, "word": " ان", "probability": 0.7314453125}, {"start": 1095.32, "end": 1095.54, "word": " هو", "probability": 0.8349609375}, {"start": 1095.54, "end": 1095.92, "word": " ال", "probability": 0.87255859375}, {"start": 1095.92, "end": 1096.26, "word": " global", "probability": 0.76220703125}, {"start": 1096.26, "end": 1097.28, "word": " لانه", "probability": 0.78466796875}, {"start": 1097.28, "end": 1097.46, "word": " قد", "probability": 0.9697265625}, {"start": 1097.46, "end": 1097.9, "word": " تصدف", "probability": 0.9691162109375}, {"start": 1097.9, "end": 1098.12, "word": " في", "probability": 0.927734375}, {"start": 1098.12, "end": 1098.34, "word": " بعض", "probability": 0.987548828125}, {"start": 1098.34, "end": 1098.82, "word": " المشاكل", "probability": 0.9755859375}, {"start": 1098.82, "end": 1099.86, "word": " انه", "probability": 0.718505859375}, {"start": 1099.86, "end": 1100.4, "word": " بضلني", "probability": 0.7742919921875}, {"start": 1100.4, "end": 1100.6, "word": " ألف", "probability": 0.857177734375}, {"start": 1100.6, "end": 1100.92, "word": " ودور", "probability": 0.8349609375}, {"start": 1100.92, "end": 1101.46, "word": " بس", "probability": 0.802978515625}, {"start": 1101.46, "end": 1101.62, "word": " أنا", "probability": 0.55859375}, {"start": 1101.62, "end": 1101.94, "word": " بعيد", "probability": 0.98486328125}, {"start": 1101.94, "end": 1102.44, "word": " تماما", "probability": 0.9895833333333334}, {"start": 1102.44, "end": 1102.7, "word": " لسه", "probability": 0.9324544270833334}, {"start": 1102.7, "end": 1102.82, "word": " عن", "probability": 0.96875}, {"start": 1102.82, "end": 1102.92, "word": " ال", "probability": 0.9580078125}, {"start": 1102.92, "end": 1103.22, "word": " global", "probability": 0.9169921875}, {"start": 1103.22, "end": 1103.78, "word": " يعني", "probability": 0.788818359375}, {"start": 1103.78, "end": 1104.02, "word": " هذه", "probability": 0.86962890625}, {"start": 1104.02, "end": 1104.44, "word": " حالات", "probability": 0.9703776041666666}, {"start": 1104.44, "end": 1105.0, "word": " شوية", "probability": 0.8875325520833334}, {"start": 1105.0, "end": 1106.1, "word": " ممكن", "probability": 0.983154296875}, {"start": 1106.1, "end": 1106.44, "word": " تكون", "probability": 0.98779296875}, {"start": 1106.44, "end": 1106.86, "word": " نادرة", "probability": 0.98828125}, {"start": 1106.86, "end": 1107.86, "word": " في", "probability": 0.95849609375}, {"start": 1107.86, "end": 1108.18, "word": " هيك", "probability": 0.8330078125}, {"start": 1108.18, "end": 1109.06, "word": " حالة،", "probability": 0.849365234375}, {"start": 1109.06, "end": 1109.54, "word": " بيضل", "probability": 0.8436279296875}, {"start": 1109.54, "end": 1110.02, "word": " مين", "probability": 0.79638671875}, {"start": 1110.02, "end": 1110.16, "word": " اللي", "probability": 0.97412109375}, {"start": 1110.16, "end": 1110.68, "word": " بيحدد", "probability": 0.899169921875}, {"start": 1110.68, "end": 1111.38, "word": " ليه؟", "probability": 0.97705078125}], "temperature": 1.0}, {"id": 49, "seek": 112994, "start": 1111.88, "end": 1129.94, "text": "إنه بقدر أصل و لا بقدرش أصل مفهومي لكلمة successor هل ال successor بمعنى نفس القيم اللي حوليا بس ولا يبسمحلي أنه أعمل jump مثلا عشرة جد ..يمين و عشرة شمال عشرة up عشرة down مش مضروري واحد واحد واحد واحد فهذه برضه بتعطيني", "tokens": [28814, 1863, 3224, 4724, 28543, 2288, 5551, 36520, 4032, 20193, 4724, 28543, 2288, 8592, 5551, 36520, 3714, 5172, 3224, 20498, 1829, 5296, 4117, 19528, 3660, 31864, 8032, 1211, 2423, 31864, 4724, 2304, 3615, 1863, 7578, 8717, 36178, 25062, 32640, 13672, 1829, 11331, 12610, 25528, 4724, 3794, 49429, 7251, 3555, 38251, 5016, 20292, 14739, 3224, 5551, 25957, 1211, 3012, 50113, 15040, 6225, 8592, 25720, 10874, 3215, 4386, 32640, 9957, 4032, 6225, 8592, 25720, 13412, 2304, 6027, 6225, 8592, 25720, 493, 6225, 8592, 25720, 760, 37893, 3714, 11242, 2288, 13063, 1829, 36764, 24401, 36764, 24401, 36764, 24401, 36764, 24401, 6156, 3224, 24192, 4724, 43042, 3224, 39894, 3615, 9566, 9957, 1829], "avg_logprob": -0.17932912351888255, "compression_ratio": 1.7815533980582525, "no_speech_prob": 8.83340835571289e-05, "words": [{"start": 1111.88, "end": 1112.26, "word": "إنه", "probability": 0.6612141927083334}, {"start": 1112.26, "end": 1112.54, "word": " بقدر", "probability": 0.9822591145833334}, {"start": 1112.54, "end": 1112.78, "word": " أصل", "probability": 0.88720703125}, {"start": 1112.78, "end": 1112.88, "word": " و", "probability": 0.31689453125}, {"start": 1112.88, "end": 1112.9, "word": " لا", "probability": 0.8984375}, {"start": 1112.9, "end": 1113.24, "word": " بقدرش", "probability": 0.9317626953125}, {"start": 1113.24, "end": 1113.48, "word": " أصل", "probability": 0.96240234375}, {"start": 1113.48, "end": 1114.18, "word": " مفهومي", "probability": 0.854296875}, {"start": 1114.18, "end": 1114.52, "word": " لكلمة", "probability": 0.96533203125}, {"start": 1114.52, "end": 1114.94, "word": " successor", "probability": 0.48583984375}, {"start": 1114.94, "end": 1115.98, "word": " هل", "probability": 0.582275390625}, {"start": 1115.98, "end": 1116.08, "word": " ال", "probability": 0.96826171875}, {"start": 1116.08, "end": 1116.46, "word": " successor", "probability": 0.767578125}, {"start": 1116.46, "end": 1117.12, "word": " بمعنى", "probability": 0.97509765625}, {"start": 1117.12, "end": 1117.38, "word": " نفس", "probability": 0.949462890625}, {"start": 1117.38, "end": 1117.8, "word": " القيم", "probability": 0.9609375}, {"start": 1117.8, "end": 1117.92, "word": " اللي", "probability": 0.908935546875}, {"start": 1117.92, "end": 1118.28, "word": " حوليا", "probability": 0.7923177083333334}, {"start": 1118.28, "end": 1118.68, "word": " بس", "probability": 0.977783203125}, {"start": 1118.68, "end": 1119.28, "word": " ولا", "probability": 0.412109375}, {"start": 1119.28, "end": 1119.96, "word": " يبسمحلي", "probability": 0.80048828125}, {"start": 1119.96, "end": 1120.22, "word": " أنه", "probability": 0.7039794921875}, {"start": 1120.22, "end": 1120.58, "word": " أعمل", "probability": 0.9275716145833334}, {"start": 1120.58, "end": 1120.84, "word": " jump", "probability": 0.8974609375}, {"start": 1120.84, "end": 1121.3, "word": " مثلا", "probability": 0.951904296875}, {"start": 1121.3, "end": 1121.98, "word": " عشرة", "probability": 0.9357096354166666}, {"start": 1121.98, "end": 1122.3, "word": " جد", "probability": 0.755615234375}, {"start": 1122.3, "end": 1122.82, "word": " ..يمين", "probability": 0.6092936197916666}, {"start": 1122.82, "end": 1122.9, "word": " و", "probability": 0.99169921875}, {"start": 1122.9, "end": 1123.12, "word": " عشرة", "probability": 0.9025065104166666}, {"start": 1123.12, "end": 1123.58, "word": " شمال", "probability": 0.92041015625}, {"start": 1123.58, "end": 1124.72, "word": " عشرة", "probability": 0.8800455729166666}, {"start": 1124.72, "end": 1124.94, "word": " up", "probability": 0.96875}, {"start": 1124.94, "end": 1125.3, "word": " عشرة", "probability": 0.9147135416666666}, {"start": 1125.3, "end": 1125.66, "word": " down", "probability": 0.861328125}, {"start": 1125.66, "end": 1126.04, "word": " مش", "probability": 0.85107421875}, {"start": 1126.04, "end": 1126.42, "word": " مضروري", "probability": 0.75322265625}, {"start": 1126.42, "end": 1126.64, "word": " واحد", "probability": 0.9560546875}, {"start": 1126.64, "end": 1126.9, "word": " واحد", "probability": 0.932861328125}, {"start": 1126.9, "end": 1127.16, "word": " واحد", "probability": 0.97216796875}, {"start": 1127.16, "end": 1127.7, "word": " واحد", "probability": 0.889892578125}, {"start": 1127.7, "end": 1128.46, "word": " فهذه", "probability": 0.8356119791666666}, {"start": 1128.46, "end": 1128.84, "word": " برضه", "probability": 0.9806315104166666}, {"start": 1128.84, "end": 1129.94, "word": " بتعطيني", "probability": 0.89169921875}], "temperature": 1.0}, {"id": 50, "seek": 115283, "start": 1130.67, "end": 1152.83, "text": "حرية أكتر في الحركة، أنه والله أوسع ال range اللي بتحرك فيه، لإنه احنا عارفين مبدأين، إذا بتتحرك واحدة واحدة، مش هبعد كتير، يعني هكون موجود هنا، بدي successor هنا و successor هنا، ماتغيرتش كتير الموضوع، الموضوع مابعتش كتير، لكن بيضل الآن مين اللي ممكن يحددلي جدش أنا بقدر أتحرك، اللي هي مفهومي لكلمة successor", "tokens": [5016, 2288, 10632, 5551, 4117, 2655, 2288, 8978, 21542, 31747, 3660, 12399, 14739, 3224, 16070, 43761, 34051, 3794, 3615, 2423, 3613, 13672, 1829, 39894, 5016, 31747, 8978, 3224, 12399, 5296, 28814, 1863, 3224, 1975, 5016, 8315, 6225, 9640, 5172, 9957, 3714, 44510, 10721, 9957, 12399, 11933, 15730, 39894, 2655, 5016, 31747, 36764, 24401, 3660, 36764, 24401, 3660, 12399, 37893, 8032, 3555, 22488, 9122, 2655, 13546, 12399, 37495, 22653, 8032, 30544, 3714, 29245, 23328, 34105, 12399, 4724, 16254, 31864, 34105, 4032, 31864, 34105, 12399, 3714, 9307, 17082, 13546, 2655, 8592, 9122, 2655, 13546, 9673, 2407, 11242, 45367, 12399, 9673, 2407, 11242, 45367, 3714, 16758, 34268, 8592, 9122, 2655, 13546, 12399, 44381, 4724, 1829, 11242, 1211, 6024, 48506, 3714, 9957, 13672, 1829, 3714, 43020, 7251, 24401, 3215, 20292, 10874, 3215, 8592, 41850, 4724, 28543, 2288, 5551, 2655, 5016, 31747, 12399, 13672, 1829, 39896, 3714, 5172, 3224, 20498, 1829, 5296, 4117, 19528, 3660, 31864], "avg_logprob": -0.16858553298209844, "compression_ratio": 1.9850746268656716, "no_speech_prob": 1.6093254089355469e-06, "words": [{"start": 1130.67, "end": 1131.13, "word": "حرية", "probability": 0.93212890625}, {"start": 1131.13, "end": 1131.49, "word": " أكتر", "probability": 0.9366455078125}, {"start": 1131.49, "end": 1131.61, "word": " في", "probability": 0.9677734375}, {"start": 1131.61, "end": 1132.07, "word": " الحركة،", "probability": 0.8221435546875}, {"start": 1132.07, "end": 1132.19, "word": " أنه", "probability": 0.3951416015625}, {"start": 1132.19, "end": 1132.51, "word": " والله", "probability": 0.889892578125}, {"start": 1132.51, "end": 1133.67, "word": " أوسع", "probability": 0.8465169270833334}, {"start": 1133.67, "end": 1134.29, "word": " ال", "probability": 0.974609375}, {"start": 1134.29, "end": 1134.59, "word": " range", "probability": 0.767578125}, {"start": 1134.59, "end": 1134.71, "word": " اللي", "probability": 0.952392578125}, {"start": 1134.71, "end": 1135.13, "word": " بتحرك", "probability": 0.8154296875}, {"start": 1135.13, "end": 1136.17, "word": " فيه،", "probability": 0.841796875}, {"start": 1136.17, "end": 1136.35, "word": " لإنه", "probability": 0.68829345703125}, {"start": 1136.35, "end": 1136.47, "word": " احنا", "probability": 0.8388671875}, {"start": 1136.47, "end": 1136.75, "word": " عارفين", "probability": 0.9833984375}, {"start": 1136.75, "end": 1137.19, "word": " مبدأين،", "probability": 0.623779296875}, {"start": 1137.19, "end": 1137.25, "word": " إذا", "probability": 0.83935546875}, {"start": 1137.25, "end": 1137.67, "word": " بتتحرك", "probability": 0.83233642578125}, {"start": 1137.67, "end": 1137.93, "word": " واحدة", "probability": 0.962890625}, {"start": 1137.93, "end": 1138.57, "word": " واحدة،", "probability": 0.937744140625}, {"start": 1138.57, "end": 1138.81, "word": " مش", "probability": 0.9619140625}, {"start": 1138.81, "end": 1139.11, "word": " هبعد", "probability": 0.7766927083333334}, {"start": 1139.11, "end": 1139.99, "word": " كتير،", "probability": 0.97021484375}, {"start": 1139.99, "end": 1140.21, "word": " يعني", "probability": 0.964111328125}, {"start": 1140.21, "end": 1140.95, "word": " هكون", "probability": 0.76904296875}, {"start": 1140.95, "end": 1141.25, "word": " موجود", "probability": 0.9806315104166666}, {"start": 1141.25, "end": 1141.67, "word": " هنا،", "probability": 0.960693359375}, {"start": 1141.67, "end": 1141.87, "word": " بدي", "probability": 0.8046875}, {"start": 1141.87, "end": 1142.21, "word": " successor", "probability": 0.68212890625}, {"start": 1142.21, "end": 1142.41, "word": " هنا", "probability": 0.9912109375}, {"start": 1142.41, "end": 1142.49, "word": " و", "probability": 0.68310546875}, {"start": 1142.49, "end": 1142.75, "word": " successor", "probability": 0.80078125}, {"start": 1142.75, "end": 1142.99, "word": " هنا،", "probability": 0.5750732421875}, {"start": 1142.99, "end": 1144.01, "word": " ماتغيرتش", "probability": 0.8757731119791666}, {"start": 1144.01, "end": 1144.27, "word": " كتير", "probability": 0.99365234375}, {"start": 1144.27, "end": 1145.29, "word": " الموضوع،", "probability": 0.95869140625}, {"start": 1145.29, "end": 1145.55, "word": " الموضوع", "probability": 0.9903564453125}, {"start": 1145.55, "end": 1145.99, "word": " مابعتش", "probability": 0.8275146484375}, {"start": 1145.99, "end": 1146.71, "word": " كتير،", "probability": 0.9818115234375}, {"start": 1146.71, "end": 1147.11, "word": " لكن", "probability": 0.98193359375}, {"start": 1147.11, "end": 1147.77, "word": " بيضل", "probability": 0.7962646484375}, {"start": 1147.77, "end": 1148.11, "word": " الآن", "probability": 0.7841796875}, {"start": 1148.11, "end": 1148.53, "word": " مين", "probability": 0.761962890625}, {"start": 1148.53, "end": 1148.65, "word": " اللي", "probability": 0.986328125}, {"start": 1148.65, "end": 1148.87, "word": " ممكن", "probability": 0.9833984375}, {"start": 1148.87, "end": 1149.39, "word": " يحددلي", "probability": 0.9251708984375}, {"start": 1149.39, "end": 1149.69, "word": " جدش", "probability": 0.6652018229166666}, {"start": 1149.69, "end": 1149.85, "word": " أنا", "probability": 0.68994140625}, {"start": 1149.85, "end": 1150.15, "word": " بقدر", "probability": 0.9791666666666666}, {"start": 1150.15, "end": 1151.19, "word": " أتحرك،", "probability": 0.90888671875}, {"start": 1151.19, "end": 1151.37, "word": " اللي", "probability": 0.99609375}, {"start": 1151.37, "end": 1151.63, "word": " هي", "probability": 0.8974609375}, {"start": 1151.63, "end": 1152.17, "word": " مفهومي", "probability": 0.98857421875}, {"start": 1152.17, "end": 1152.47, "word": " لكلمة", "probability": 0.975341796875}, {"start": 1152.47, "end": 1152.83, "word": " successor", "probability": 0.87548828125}], "temperature": 1.0}, {"id": 51, "seek": 118108, "start": 1153.67, "end": 1181.09, "text": "الـ Successor جدّاش بعيد عن ال current جدّاش بعيد عن ال current تمام الان في برضه في ال local search في حاجة اسمها ال local theme search نفس ال .. ال tree و احنا بنشتغل سابقا كنا في ال tree هكون عندى ال tree و ال tree هذه مش هختار منها successor واحد لأ احنا ممكن نختار اكتر من successor", "tokens": [6027, 39184, 23669, 284, 10874, 3215, 11703, 33599, 45030, 25708, 18871, 2423, 2190, 10874, 3215, 11703, 33599, 45030, 25708, 18871, 2423, 2190, 46811, 10943, 2423, 7649, 8978, 4724, 43042, 3224, 8978, 2423, 2654, 3164, 8978, 11331, 26108, 3660, 24525, 2304, 11296, 2423, 2654, 6314, 3164, 8717, 36178, 2423, 4386, 2423, 4230, 4032, 1975, 5016, 8315, 44945, 8592, 2655, 17082, 1211, 8608, 16758, 4587, 995, 9122, 8315, 8978, 2423, 4230, 8032, 30544, 43242, 7578, 2423, 4230, 4032, 2423, 4230, 29538, 37893, 8032, 46456, 9640, 9154, 11296, 31864, 36764, 24401, 5296, 10721, 1975, 5016, 8315, 3714, 43020, 8717, 46456, 9640, 1975, 4117, 2655, 2288, 9154, 31864], "avg_logprob": -0.2063988072531564, "compression_ratio": 1.8733624454148472, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1153.67, "end": 1153.81, "word": "الـ", "probability": 0.4449462890625}, {"start": 1153.81, "end": 1154.09, "word": " Successor", "probability": 0.63134765625}, {"start": 1154.09, "end": 1154.63, "word": " جدّاش", "probability": 0.780517578125}, {"start": 1154.63, "end": 1155.01, "word": " بعيد", "probability": 0.990234375}, {"start": 1155.01, "end": 1155.15, "word": " عن", "probability": 0.9345703125}, {"start": 1155.15, "end": 1155.29, "word": " ال", "probability": 0.8623046875}, {"start": 1155.29, "end": 1155.57, "word": " current", "probability": 0.791015625}, {"start": 1155.57, "end": 1156.03, "word": " جدّاش", "probability": 0.83245849609375}, {"start": 1156.03, "end": 1156.31, "word": " بعيد", "probability": 0.988525390625}, {"start": 1156.31, "end": 1156.75, "word": " عن", "probability": 0.9833984375}, {"start": 1156.75, "end": 1156.89, "word": " ال", "probability": 0.94580078125}, {"start": 1156.89, "end": 1157.13, "word": " current", "probability": 0.95703125}, {"start": 1157.13, "end": 1158.87, "word": " تمام", "probability": 0.8955078125}, {"start": 1158.87, "end": 1159.55, "word": " الان", "probability": 0.6290283203125}, {"start": 1159.55, "end": 1159.81, "word": " في", "probability": 0.92626953125}, {"start": 1159.81, "end": 1160.73, "word": " برضه", "probability": 0.786376953125}, {"start": 1160.73, "end": 1160.89, "word": " في", "probability": 0.8583984375}, {"start": 1160.89, "end": 1161.27, "word": " ال", "probability": 0.97705078125}, {"start": 1161.27, "end": 1161.63, "word": " local", "probability": 0.59765625}, {"start": 1161.63, "end": 1162.53, "word": " search", "probability": 0.94775390625}, {"start": 1162.53, "end": 1162.95, "word": " في", "probability": 0.6923828125}, {"start": 1162.95, "end": 1163.21, "word": " حاجة", "probability": 0.9905598958333334}, {"start": 1163.21, "end": 1163.55, "word": " اسمها", "probability": 0.9659830729166666}, {"start": 1163.55, "end": 1163.67, "word": " ال", "probability": 0.89599609375}, {"start": 1163.67, "end": 1163.91, "word": " local", "probability": 0.67724609375}, {"start": 1163.91, "end": 1164.29, "word": " theme", "probability": 0.13525390625}, {"start": 1164.29, "end": 1164.87, "word": " search", "probability": 0.97607421875}, {"start": 1164.87, "end": 1165.69, "word": " نفس", "probability": 0.9853515625}, {"start": 1165.69, "end": 1166.27, "word": " ال", "probability": 0.9697265625}, {"start": 1166.27, "end": 1166.71, "word": " ..", "probability": 0.305908203125}, {"start": 1166.71, "end": 1167.77, "word": " ال", "probability": 0.8505859375}, {"start": 1167.77, "end": 1168.05, "word": " tree", "probability": 0.7646484375}, {"start": 1168.05, "end": 1169.47, "word": " و", "probability": 0.476806640625}, {"start": 1169.47, "end": 1169.61, "word": " احنا", "probability": 0.9007161458333334}, {"start": 1169.61, "end": 1170.11, "word": " بنشتغل", "probability": 0.93056640625}, {"start": 1170.11, "end": 1170.91, "word": " سابقا", "probability": 0.9683837890625}, {"start": 1170.91, "end": 1171.13, "word": " كنا", "probability": 0.956787109375}, {"start": 1171.13, "end": 1171.27, "word": " في", "probability": 0.78076171875}, {"start": 1171.27, "end": 1171.37, "word": " ال", "probability": 0.98095703125}, {"start": 1171.37, "end": 1171.65, "word": " tree", "probability": 0.8837890625}, {"start": 1171.65, "end": 1173.49, "word": " هكون", "probability": 0.5712890625}, {"start": 1173.49, "end": 1173.85, "word": " عندى", "probability": 0.6834716796875}, {"start": 1173.85, "end": 1174.13, "word": " ال", "probability": 0.98681640625}, {"start": 1174.13, "end": 1174.45, "word": " tree", "probability": 0.87939453125}, {"start": 1174.45, "end": 1175.71, "word": " و", "probability": 0.91357421875}, {"start": 1175.71, "end": 1175.81, "word": " ال", "probability": 0.97900390625}, {"start": 1175.81, "end": 1176.01, "word": " tree", "probability": 0.896484375}, {"start": 1176.01, "end": 1176.27, "word": " هذه", "probability": 0.3359375}, {"start": 1176.27, "end": 1176.43, "word": " مش", "probability": 0.93701171875}, {"start": 1176.43, "end": 1176.85, "word": " هختار", "probability": 0.8087565104166666}, {"start": 1176.85, "end": 1177.07, "word": " منها", "probability": 0.993408203125}, {"start": 1177.07, "end": 1177.41, "word": " successor", "probability": 0.468505859375}, {"start": 1177.41, "end": 1178.01, "word": " واحد", "probability": 0.994140625}, {"start": 1178.01, "end": 1178.63, "word": " لأ", "probability": 0.963623046875}, {"start": 1178.63, "end": 1178.77, "word": " احنا", "probability": 0.94775390625}, {"start": 1178.77, "end": 1178.99, "word": " ممكن", "probability": 0.989501953125}, {"start": 1178.99, "end": 1179.33, "word": " نختار", "probability": 0.9903971354166666}, {"start": 1179.33, "end": 1179.81, "word": " اكتر", "probability": 0.9022216796875}, {"start": 1179.81, "end": 1180.33, "word": " من", "probability": 0.99462890625}, {"start": 1180.33, "end": 1181.09, "word": " successor", "probability": 0.82470703125}], "temperature": 1.0}, {"id": 52, "seek": 121069, "start": 1183.21, "end": 1210.69, "text": "فممكن ناخد تلاتة successors وكل واحد من ال successors .. ال successors هدول أو الحلول الممكنة هدول نعمللهم مجموعات successors هم نفسهم كمان نعمللهم مجموعات successors فخليني أقول هذا بدي أطلعله three successors هذا بدي أطلعله three successors هذا three successors الأن صار عندي تسعة التسعة هدول هنعيد نفس الكرة ثاني برضه بدي أطلع منهم أفضل تلاتة", "tokens": [5172, 2304, 43020, 8717, 47283, 3215, 6055, 1211, 9307, 3660, 2245, 830, 4032, 28820, 36764, 24401, 9154, 2423, 2245, 830, 4386, 2423, 2245, 830, 8032, 3215, 12610, 34051, 21542, 1211, 12610, 9673, 43020, 3660, 8032, 3215, 12610, 8717, 25957, 1211, 1211, 16095, 3714, 7435, 2304, 45367, 9307, 2245, 830, 8032, 2304, 8717, 36178, 16095, 9122, 2304, 7649, 8717, 25957, 1211, 1211, 16095, 3714, 7435, 2304, 45367, 9307, 2245, 830, 6156, 9778, 1211, 9957, 1829, 5551, 39648, 23758, 4724, 16254, 5551, 9566, 1211, 3615, 43761, 1045, 2245, 830, 23758, 4724, 16254, 5551, 9566, 1211, 3615, 43761, 1045, 2245, 830, 23758, 1045, 2245, 830, 16247, 1863, 20328, 9640, 18871, 16254, 6055, 3794, 27884, 16712, 3794, 27884, 8032, 3215, 12610, 8032, 1863, 3615, 25708, 8717, 36178, 33251, 25720, 38637, 7649, 1829, 4724, 43042, 3224, 4724, 16254, 5551, 9566, 1211, 3615, 9154, 16095, 5551, 5172, 11242, 1211, 6055, 1211, 9307, 3660], "avg_logprob": -0.11201435896391804, "compression_ratio": 2.2948717948717947, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 1183.2100000000003, "end": 1184.0700000000002, "word": "فممكن", "probability": 0.95068359375}, {"start": 1184.0700000000002, "end": 1184.93, "word": " ناخد", "probability": 0.98681640625}, {"start": 1184.93, "end": 1187.43, "word": " تلاتة", "probability": 0.872314453125}, {"start": 1187.43, "end": 1188.03, "word": " successors", "probability": 0.855712890625}, {"start": 1188.03, "end": 1188.97, "word": " وكل", "probability": 0.806884765625}, {"start": 1188.97, "end": 1189.41, "word": " واحد", "probability": 0.977294921875}, {"start": 1189.41, "end": 1189.53, "word": " من", "probability": 0.978515625}, {"start": 1189.53, "end": 1189.61, "word": " ال", "probability": 0.751953125}, {"start": 1189.61, "end": 1189.93, "word": " successors", "probability": 0.900390625}, {"start": 1189.93, "end": 1189.93, "word": " ..", "probability": 0.33984375}, {"start": 1189.93, "end": 1190.11, "word": " ال", "probability": 0.7333984375}, {"start": 1190.11, "end": 1190.63, "word": " successors", "probability": 0.97314453125}, {"start": 1190.63, "end": 1191.03, "word": " هدول", "probability": 0.9718424479166666}, {"start": 1191.03, "end": 1191.55, "word": " أو", "probability": 0.50830078125}, {"start": 1191.55, "end": 1192.11, "word": " الحلول", "probability": 0.9939778645833334}, {"start": 1192.11, "end": 1192.75, "word": " الممكنة", "probability": 0.90771484375}, {"start": 1192.75, "end": 1193.09, "word": " هدول", "probability": 0.99072265625}, {"start": 1193.09, "end": 1193.91, "word": " نعمللهم", "probability": 0.87890625}, {"start": 1193.91, "end": 1194.23, "word": " مجموعات", "probability": 0.85302734375}, {"start": 1194.23, "end": 1194.79, "word": " successors", "probability": 0.969970703125}, {"start": 1194.79, "end": 1195.51, "word": " هم", "probability": 0.75}, {"start": 1195.51, "end": 1195.83, "word": " نفسهم", "probability": 0.9931640625}, {"start": 1195.83, "end": 1196.05, "word": " كمان", "probability": 0.9816080729166666}, {"start": 1196.05, "end": 1196.49, "word": " نعمللهم", "probability": 0.9328125}, {"start": 1196.49, "end": 1196.95, "word": " مجموعات", "probability": 0.95703125}, {"start": 1196.95, "end": 1197.53, "word": " successors", "probability": 0.97265625}, {"start": 1197.53, "end": 1197.85, "word": " فخليني", "probability": 0.882421875}, {"start": 1197.85, "end": 1198.07, "word": " أقول", "probability": 0.84619140625}, {"start": 1198.07, "end": 1198.57, "word": " هذا", "probability": 0.779296875}, {"start": 1198.57, "end": 1198.81, "word": " بدي", "probability": 0.7890625}, {"start": 1198.81, "end": 1199.23, "word": " أطلعله", "probability": 0.85078125}, {"start": 1199.23, "end": 1199.41, "word": " three", "probability": 0.8564453125}, {"start": 1199.41, "end": 1199.95, "word": " successors", "probability": 0.9765625}, {"start": 1199.95, "end": 1200.37, "word": " هذا", "probability": 0.492431640625}, {"start": 1200.37, "end": 1200.51, "word": " بدي", "probability": 0.89111328125}, {"start": 1200.51, "end": 1200.83, "word": " أطلعله", "probability": 0.9802734375}, {"start": 1200.83, "end": 1201.03, "word": " three", "probability": 0.9326171875}, {"start": 1201.03, "end": 1201.57, "word": " successors", "probability": 0.97265625}, {"start": 1201.57, "end": 1202.01, "word": " هذا", "probability": 0.86328125}, {"start": 1202.01, "end": 1202.25, "word": " three", "probability": 0.91943359375}, {"start": 1202.25, "end": 1202.85, "word": " successors", "probability": 0.970458984375}, {"start": 1202.85, "end": 1203.93, "word": " الأن", "probability": 0.52880859375}, {"start": 1203.93, "end": 1204.11, "word": " صار", "probability": 0.986328125}, {"start": 1204.11, "end": 1204.29, "word": " عندي", "probability": 0.769287109375}, {"start": 1204.29, "end": 1204.65, "word": " تسعة", "probability": 0.9736328125}, {"start": 1204.65, "end": 1205.33, "word": " التسعة", "probability": 0.8826497395833334}, {"start": 1205.33, "end": 1205.81, "word": " هدول", "probability": 0.9777018229166666}, {"start": 1205.81, "end": 1206.61, "word": " هنعيد", "probability": 0.9324951171875}, {"start": 1206.61, "end": 1206.89, "word": " نفس", "probability": 0.99658203125}, {"start": 1206.89, "end": 1207.21, "word": " الكرة", "probability": 0.884765625}, {"start": 1207.21, "end": 1207.59, "word": " ثاني", "probability": 0.8634440104166666}, {"start": 1207.59, "end": 1208.19, "word": " برضه", "probability": 0.95849609375}, {"start": 1208.19, "end": 1208.37, "word": " بدي", "probability": 0.89306640625}, {"start": 1208.37, "end": 1208.69, "word": " أطلع", "probability": 0.98046875}, {"start": 1208.69, "end": 1208.93, "word": " منهم", "probability": 0.97021484375}, {"start": 1208.93, "end": 1209.77, "word": " أفضل", "probability": 0.9805908203125}, {"start": 1209.77, "end": 1210.69, "word": " تلاتة", "probability": 0.9820556640625}], "temperature": 1.0}, {"id": 53, "seek": 122415, "start": 1212.55, "end": 1224.15, "text": "the best three successors، ممكن تكون واحدة، تنتين، تلاتة، هدول التلاتة أصبحوا كأنه تكرار لهدول، هم اللي مسموح اللي هم يعملوا successors", "tokens": [3322, 1151, 1045, 2245, 830, 12399, 3714, 43020, 6055, 30544, 36764, 24401, 3660, 12399, 6055, 29399, 9957, 12399, 6055, 1211, 9307, 3660, 12399, 8032, 3215, 12610, 16712, 1211, 9307, 3660, 5551, 9381, 49628, 14407, 9122, 33456, 3224, 6055, 37983, 9640, 46740, 3215, 12610, 12399, 8032, 2304, 13672, 1829, 3714, 38251, 2407, 5016, 13672, 1829, 8032, 2304, 7251, 25957, 1211, 14407, 2245, 830], "avg_logprob": -0.14645337632724217, "compression_ratio": 1.5069444444444444, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1212.55, "end": 1212.81, "word": "the", "probability": 0.394775390625}, {"start": 1212.81, "end": 1213.15, "word": " best", "probability": 0.93310546875}, {"start": 1213.15, "end": 1213.81, "word": " three", "probability": 0.8662109375}, {"start": 1213.81, "end": 1215.39, "word": " successors،", "probability": 0.7237548828125}, {"start": 1215.39, "end": 1215.73, "word": " ممكن", "probability": 0.958251953125}, {"start": 1215.73, "end": 1215.95, "word": " تكون", "probability": 0.991455078125}, {"start": 1215.95, "end": 1216.59, "word": " واحدة،", "probability": 0.9686279296875}, {"start": 1216.59, "end": 1217.23, "word": " تنتين،", "probability": 0.8441162109375}, {"start": 1217.23, "end": 1218.31, "word": " تلاتة،", "probability": 0.94365234375}, {"start": 1218.31, "end": 1218.59, "word": " هدول", "probability": 0.94189453125}, {"start": 1218.59, "end": 1219.31, "word": " التلاتة", "probability": 0.9149169921875}, {"start": 1219.31, "end": 1219.83, "word": " أصبحوا", "probability": 0.971435546875}, {"start": 1219.83, "end": 1220.15, "word": " كأنه", "probability": 0.8284505208333334}, {"start": 1220.15, "end": 1220.73, "word": " تكرار", "probability": 0.9248046875}, {"start": 1220.73, "end": 1221.99, "word": " لهدول،", "probability": 0.8677978515625}, {"start": 1221.99, "end": 1222.29, "word": " هم", "probability": 0.84033203125}, {"start": 1222.29, "end": 1222.47, "word": " اللي", "probability": 0.9521484375}, {"start": 1222.47, "end": 1222.89, "word": " مسموح", "probability": 0.91015625}, {"start": 1222.89, "end": 1223.01, "word": " اللي", "probability": 0.6285400390625}, {"start": 1223.01, "end": 1223.13, "word": " هم", "probability": 0.819091796875}, {"start": 1223.13, "end": 1223.55, "word": " يعملوا", "probability": 0.9716796875}, {"start": 1223.55, "end": 1224.15, "word": " successors", "probability": 0.96435546875}], "temperature": 1.0}, {"id": 54, "seek": 124870, "start": 1225.28, "end": 1248.7, "text": "هم اللي مسموحهم يكملوا يعملوا successors عشان يطلعولي كمان تسعة التسعة هدول ال three منهم افضل تلاتة منهم برضه بنكمل نعملهم successors فبيضل عندى هنا ال three ال French تبعتها مش هتكون كتير كبيرة انا عارف انه تلاتة تسعة تلاتة تسعة تلاتة تسعة محكومة", "tokens": [16095, 13672, 1829, 3714, 38251, 2407, 5016, 16095, 7251, 24793, 1211, 14407, 7251, 25957, 1211, 14407, 2245, 830, 6225, 8592, 7649, 7251, 9566, 1211, 3615, 12610, 1829, 9122, 2304, 7649, 6055, 3794, 27884, 16712, 3794, 27884, 8032, 3215, 12610, 2423, 1045, 9154, 16095, 1975, 5172, 11242, 1211, 6055, 1211, 9307, 3660, 9154, 16095, 4724, 43042, 3224, 44945, 24793, 1211, 8717, 25957, 1211, 16095, 2245, 830, 6156, 21292, 11242, 1211, 43242, 7578, 34105, 2423, 1045, 2423, 5522, 6055, 3555, 34268, 11296, 37893, 8032, 2655, 30544, 9122, 2655, 13546, 9122, 3555, 48923, 1975, 8315, 6225, 9640, 5172, 16472, 3224, 6055, 1211, 9307, 3660, 6055, 3794, 27884, 6055, 1211, 9307, 3660, 6055, 3794, 27884, 6055, 1211, 9307, 3660, 6055, 3794, 27884, 3714, 5016, 4117, 20498, 3660], "avg_logprob": -0.13520665731160872, "compression_ratio": 1.9763033175355451, "no_speech_prob": 2.6226043701171875e-06, "words": [{"start": 1225.28, "end": 1225.58, "word": "هم", "probability": 0.796875}, {"start": 1225.58, "end": 1226.08, "word": " اللي", "probability": 0.91064453125}, {"start": 1226.08, "end": 1226.46, "word": " مسموحهم", "probability": 0.7315185546875}, {"start": 1226.46, "end": 1226.82, "word": " يكملوا", "probability": 0.9381103515625}, {"start": 1226.82, "end": 1227.08, "word": " يعملوا", "probability": 0.8897705078125}, {"start": 1227.08, "end": 1227.6, "word": " successors", "probability": 0.67431640625}, {"start": 1227.6, "end": 1228.16, "word": " عشان", "probability": 0.9519856770833334}, {"start": 1228.16, "end": 1228.62, "word": " يطلعولي", "probability": 0.92529296875}, {"start": 1228.62, "end": 1229.04, "word": " كمان", "probability": 0.9500325520833334}, {"start": 1229.04, "end": 1229.5, "word": " تسعة", "probability": 0.9306640625}, {"start": 1229.5, "end": 1230.52, "word": " التسعة", "probability": 0.7931315104166666}, {"start": 1230.52, "end": 1230.78, "word": " هدول", "probability": 0.89404296875}, {"start": 1230.78, "end": 1231.16, "word": " ال", "probability": 0.24609375}, {"start": 1231.16, "end": 1232.9, "word": " three", "probability": 0.55810546875}, {"start": 1232.9, "end": 1235.68, "word": " منهم", "probability": 0.922119140625}, {"start": 1235.68, "end": 1236.46, "word": " افضل", "probability": 0.86370849609375}, {"start": 1236.46, "end": 1236.88, "word": " تلاتة", "probability": 0.960205078125}, {"start": 1236.88, "end": 1237.3, "word": " منهم", "probability": 0.9912109375}, {"start": 1237.3, "end": 1238.3, "word": " برضه", "probability": 0.92919921875}, {"start": 1238.3, "end": 1238.76, "word": " بنكمل", "probability": 0.8885091145833334}, {"start": 1238.76, "end": 1239.1, "word": " نعملهم", "probability": 0.9119873046875}, {"start": 1239.1, "end": 1239.66, "word": " successors", "probability": 0.951416015625}, {"start": 1239.66, "end": 1240.28, "word": " فبيضل", "probability": 0.8150634765625}, {"start": 1240.28, "end": 1240.58, "word": " عندى", "probability": 0.644775390625}, {"start": 1240.58, "end": 1240.8, "word": " هنا", "probability": 0.9541015625}, {"start": 1240.8, "end": 1241.18, "word": " ال", "probability": 0.8369140625}, {"start": 1241.18, "end": 1241.6, "word": " three", "probability": 0.84765625}, {"start": 1241.6, "end": 1242.54, "word": " ال", "probability": 0.82080078125}, {"start": 1242.54, "end": 1242.88, "word": " French", "probability": 0.9150390625}, {"start": 1242.88, "end": 1243.36, "word": " تبعتها", "probability": 0.953125}, {"start": 1243.36, "end": 1243.48, "word": " مش", "probability": 0.99169921875}, {"start": 1243.48, "end": 1243.82, "word": " هتكون", "probability": 0.9796549479166666}, {"start": 1243.82, "end": 1244.2, "word": " كتير", "probability": 0.962890625}, {"start": 1244.2, "end": 1244.66, "word": " كبيرة", "probability": 0.986328125}, {"start": 1244.66, "end": 1245.06, "word": " انا", "probability": 0.7230224609375}, {"start": 1245.06, "end": 1245.34, "word": " عارف", "probability": 0.9931640625}, {"start": 1245.34, "end": 1245.56, "word": " انه", "probability": 0.859130859375}, {"start": 1245.56, "end": 1245.98, "word": " تلاتة", "probability": 0.982666015625}, {"start": 1245.98, "end": 1246.26, "word": " تسعة", "probability": 0.958984375}, {"start": 1246.26, "end": 1246.72, "word": " تلاتة", "probability": 0.9547119140625}, {"start": 1246.72, "end": 1247.04, "word": " تسعة", "probability": 0.9954427083333334}, {"start": 1247.04, "end": 1247.46, "word": " تلاتة", "probability": 0.9342041015625}, {"start": 1247.46, "end": 1247.82, "word": " تسعة", "probability": 0.9796549479166666}, {"start": 1247.82, "end": 1248.7, "word": " محكومة", "probability": 0.92490234375}], "temperature": 1.0}, {"id": 55, "seek": 126775, "start": 1249.51, "end": 1267.75, "text": "تلاتة تسعة فهذه بتجلل طبعا المثال اللي عندنا تلاتة تسعة بس ممكن انتوا تاخدوه K تغيروه تقولوه أربعة تقولوه مثلا maximum يكون خمسة maximum يكون نقطين حسب جداش صعوبة ال problem نفسها حسب صعوبة ال problem نفسها فهذه برضه", "tokens": [2655, 1211, 9307, 3660, 6055, 3794, 27884, 6156, 3224, 24192, 39894, 7435, 1211, 1211, 23032, 3555, 3615, 995, 9673, 12984, 6027, 13672, 1829, 43242, 8315, 6055, 1211, 9307, 3660, 6055, 3794, 27884, 4724, 3794, 3714, 43020, 16472, 2655, 14407, 6055, 47283, 3215, 2407, 3224, 591, 6055, 17082, 13546, 2407, 3224, 6055, 39648, 2407, 3224, 5551, 25513, 27884, 6055, 39648, 2407, 3224, 50113, 15040, 6674, 7251, 30544, 16490, 2304, 3794, 3660, 6674, 7251, 30544, 8717, 47432, 9957, 11331, 35457, 10874, 3215, 33599, 20328, 3615, 37746, 3660, 2423, 1154, 8717, 36178, 11296, 11331, 35457, 20328, 3615, 37746, 3660, 2423, 1154, 8717, 36178, 11296, 6156, 3224, 24192, 4724, 43042, 3224], "avg_logprob": -0.13787615382009083, "compression_ratio": 1.825, "no_speech_prob": 2.6226043701171875e-06, "words": [{"start": 1249.51, "end": 1250.03, "word": "تلاتة", "probability": 0.8238525390625}, {"start": 1250.03, "end": 1250.33, "word": " تسعة", "probability": 0.9168294270833334}, {"start": 1250.33, "end": 1251.01, "word": " فهذه", "probability": 0.7698567708333334}, {"start": 1251.01, "end": 1252.21, "word": " بتجلل", "probability": 0.8736572265625}, {"start": 1252.21, "end": 1252.77, "word": " طبعا", "probability": 0.84814453125}, {"start": 1252.77, "end": 1253.39, "word": " المثال", "probability": 0.9376627604166666}, {"start": 1253.39, "end": 1253.45, "word": " اللي", "probability": 0.70068359375}, {"start": 1253.45, "end": 1253.61, "word": " عندنا", "probability": 0.963134765625}, {"start": 1253.61, "end": 1253.87, "word": " تلاتة", "probability": 0.9603271484375}, {"start": 1253.87, "end": 1254.05, "word": " تسعة", "probability": 0.9763997395833334}, {"start": 1254.05, "end": 1254.25, "word": " بس", "probability": 0.90576171875}, {"start": 1254.25, "end": 1254.99, "word": " ممكن", "probability": 0.9462890625}, {"start": 1254.99, "end": 1255.19, "word": " انتوا", "probability": 0.62255859375}, {"start": 1255.19, "end": 1255.53, "word": " تاخدوه", "probability": 0.93779296875}, {"start": 1255.53, "end": 1255.71, "word": " K", "probability": 0.63623046875}, {"start": 1255.71, "end": 1256.89, "word": " تغيروه", "probability": 0.80927734375}, {"start": 1256.89, "end": 1257.27, "word": " تقولوه", "probability": 0.749267578125}, {"start": 1257.27, "end": 1257.63, "word": " أربعة", "probability": 0.8089192708333334}, {"start": 1257.63, "end": 1258.03, "word": " تقولوه", "probability": 0.8836669921875}, {"start": 1258.03, "end": 1258.27, "word": " مثلا", "probability": 0.92041015625}, {"start": 1258.27, "end": 1258.63, "word": " maximum", "probability": 0.74560546875}, {"start": 1258.63, "end": 1258.93, "word": " يكون", "probability": 0.984130859375}, {"start": 1258.93, "end": 1259.33, "word": " خمسة", "probability": 0.9725341796875}, {"start": 1259.33, "end": 1259.65, "word": " maximum", "probability": 0.7578125}, {"start": 1259.65, "end": 1259.93, "word": " يكون", "probability": 0.975341796875}, {"start": 1259.93, "end": 1260.37, "word": " نقطين", "probability": 0.6726888020833334}, {"start": 1260.37, "end": 1261.51, "word": " حسب", "probability": 0.985107421875}, {"start": 1261.51, "end": 1262.97, "word": " جداش", "probability": 0.8173828125}, {"start": 1262.97, "end": 1263.61, "word": " صعوبة", "probability": 0.996826171875}, {"start": 1263.61, "end": 1263.85, "word": " ال", "probability": 0.916015625}, {"start": 1263.85, "end": 1264.23, "word": " problem", "probability": 0.923828125}, {"start": 1264.23, "end": 1264.97, "word": " نفسها", "probability": 0.9921875}, {"start": 1264.97, "end": 1265.29, "word": " حسب", "probability": 0.91796875}, {"start": 1265.29, "end": 1265.59, "word": " صعوبة", "probability": 0.994873046875}, {"start": 1265.59, "end": 1265.69, "word": " ال", "probability": 0.92138671875}, {"start": 1265.69, "end": 1266.01, "word": " problem", "probability": 0.95947265625}, {"start": 1266.01, "end": 1266.89, "word": " نفسها", "probability": 0.9889322916666666}, {"start": 1266.89, "end": 1267.37, "word": " فهذه", "probability": 0.9573567708333334}, {"start": 1267.37, "end": 1267.75, "word": " برضه", "probability": 0.9793294270833334}], "temperature": 1.0}, {"id": 56, "seek": 129133, "start": 1268.9, "end": 1291.34, "text": "ممكن تكون بهذا الشكل قد نشتغل على فكرة انه والله the best three successors او نعملها randomization نعملها randomization بمعنى انه صار عنده تسعة بشكل random اللي نختار تلاتة منهم وخلاص هنختار منهم تلاتة", "tokens": [2304, 43020, 6055, 30544, 39627, 15730, 25124, 28820, 12174, 3215, 8717, 8592, 2655, 17082, 1211, 15844, 6156, 4117, 25720, 16472, 3224, 16070, 43761, 264, 1151, 1045, 2245, 830, 1975, 2407, 8717, 25957, 1211, 11296, 4974, 2144, 8717, 25957, 1211, 11296, 4974, 2144, 4724, 2304, 3615, 1863, 7578, 16472, 3224, 20328, 9640, 43242, 3224, 6055, 3794, 27884, 4724, 8592, 28820, 4974, 13672, 1829, 8717, 46456, 9640, 6055, 1211, 9307, 3660, 9154, 16095, 4032, 9778, 1211, 33546, 8032, 1863, 46456, 9640, 9154, 16095, 6055, 1211, 9307, 3660], "avg_logprob": -0.11673328575006751, "compression_ratio": 1.6666666666666667, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1268.9, "end": 1269.32, "word": "ممكن", "probability": 0.964111328125}, {"start": 1269.32, "end": 1269.76, "word": " تكون", "probability": 0.9921875}, {"start": 1269.76, "end": 1270.4, "word": " بهذا", "probability": 0.971923828125}, {"start": 1270.4, "end": 1270.78, "word": " الشكل", "probability": 0.99072265625}, {"start": 1270.78, "end": 1272.74, "word": " قد", "probability": 0.880126953125}, {"start": 1272.74, "end": 1273.88, "word": " نشتغل", "probability": 0.9779296875}, {"start": 1273.88, "end": 1274.04, "word": " على", "probability": 0.87255859375}, {"start": 1274.04, "end": 1274.4, "word": " فكرة", "probability": 0.9853515625}, {"start": 1274.4, "end": 1274.68, "word": " انه", "probability": 0.615234375}, {"start": 1274.68, "end": 1274.9, "word": " والله", "probability": 0.807861328125}, {"start": 1274.9, "end": 1275.18, "word": " the", "probability": 0.521484375}, {"start": 1275.18, "end": 1275.56, "word": " best", "probability": 0.92138671875}, {"start": 1275.56, "end": 1276.76, "word": " three", "probability": 0.80810546875}, {"start": 1276.76, "end": 1278.2, "word": " successors", "probability": 0.95556640625}, {"start": 1278.2, "end": 1278.56, "word": " او", "probability": 0.7254638671875}, {"start": 1278.56, "end": 1279.14, "word": " نعملها", "probability": 0.9659423828125}, {"start": 1279.14, "end": 1279.82, "word": " randomization", "probability": 0.83447265625}, {"start": 1279.82, "end": 1282.06, "word": " نعملها", "probability": 0.87152099609375}, {"start": 1282.06, "end": 1283.52, "word": " randomization", "probability": 0.939208984375}, {"start": 1283.52, "end": 1284.68, "word": " بمعنى", "probability": 0.96875}, {"start": 1284.68, "end": 1285.3, "word": " انه", "probability": 0.866943359375}, {"start": 1285.3, "end": 1285.62, "word": " صار", "probability": 0.978271484375}, {"start": 1285.62, "end": 1285.88, "word": " عنده", "probability": 0.7138671875}, {"start": 1285.88, "end": 1286.22, "word": " تسعة", "probability": 0.9425455729166666}, {"start": 1286.22, "end": 1286.84, "word": " بشكل", "probability": 0.9396158854166666}, {"start": 1286.84, "end": 1287.18, "word": " random", "probability": 0.83251953125}, {"start": 1287.18, "end": 1287.36, "word": " اللي", "probability": 0.849365234375}, {"start": 1287.36, "end": 1287.74, "word": " نختار", "probability": 0.94921875}, {"start": 1287.74, "end": 1288.5, "word": " تلاتة", "probability": 0.9505615234375}, {"start": 1288.5, "end": 1288.7, "word": " منهم", "probability": 0.989501953125}, {"start": 1288.7, "end": 1289.14, "word": " وخلاص", "probability": 0.8160400390625}, {"start": 1289.14, "end": 1290.66, "word": " هنختار", "probability": 0.81781005859375}, {"start": 1290.66, "end": 1290.86, "word": " منهم", "probability": 0.994140625}, {"start": 1290.86, "end": 1291.34, "word": " تلاتة", "probability": 0.991943359375}], "temperature": 1.0}, {"id": 57, "seek": 131194, "start": 1292.7, "end": 1311.94, "text": "التلاتة هدولة الفكرة في عملية ال randomization ان هي بشكل او باخر بتطلعني من فكرة ال local .. ال local optimal سواء maximum او minimum .. كويس؟ فناس كتير بفضله ان هي randomization okay باخد شوية iterations اكتر بس ..", "tokens": [6027, 2655, 1211, 9307, 3660, 8032, 3215, 12610, 3660, 27188, 4117, 25720, 8978, 6225, 42213, 10632, 2423, 4974, 2144, 16472, 39896, 4724, 8592, 28820, 1975, 2407, 4724, 47283, 2288, 39894, 9566, 1211, 3615, 22653, 9154, 6156, 4117, 25720, 2423, 2654, 4386, 2423, 2654, 16252, 8608, 2407, 16606, 6674, 1975, 2407, 7285, 4386, 9122, 45865, 3794, 22807, 6156, 8315, 3794, 9122, 2655, 13546, 4724, 5172, 11242, 43761, 16472, 39896, 4974, 2144, 1392, 4724, 47283, 3215, 13412, 2407, 10632, 36540, 1975, 4117, 2655, 2288, 4724, 3794, 4386], "avg_logprob": -0.19186046840839607, "compression_ratio": 1.58, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1292.7, "end": 1293.44, "word": "التلاتة", "probability": 0.763037109375}, {"start": 1293.44, "end": 1293.9, "word": " هدولة", "probability": 0.9014892578125}, {"start": 1293.9, "end": 1294.7, "word": " الفكرة", "probability": 0.9615885416666666}, {"start": 1294.7, "end": 1294.9, "word": " في", "probability": 0.85888671875}, {"start": 1294.9, "end": 1295.24, "word": " عملية", "probability": 0.9886067708333334}, {"start": 1295.24, "end": 1295.36, "word": " ال", "probability": 0.775390625}, {"start": 1295.36, "end": 1296.16, "word": " randomization", "probability": 0.77294921875}, {"start": 1296.16, "end": 1296.66, "word": " ان", "probability": 0.407958984375}, {"start": 1296.66, "end": 1297.04, "word": " هي", "probability": 0.271484375}, {"start": 1297.04, "end": 1298.12, "word": " بشكل", "probability": 0.96435546875}, {"start": 1298.12, "end": 1298.26, "word": " او", "probability": 0.8583984375}, {"start": 1298.26, "end": 1298.66, "word": " باخر", "probability": 0.947265625}, {"start": 1298.66, "end": 1299.32, "word": " بتطلعني", "probability": 0.9291015625}, {"start": 1299.32, "end": 1299.44, "word": " من", "probability": 0.98828125}, {"start": 1299.44, "end": 1299.88, "word": " فكرة", "probability": 0.96142578125}, {"start": 1299.88, "end": 1300.22, "word": " ال", "probability": 0.9609375}, {"start": 1300.22, "end": 1300.52, "word": " local", "probability": 0.8095703125}, {"start": 1300.52, "end": 1301.46, "word": " ..", "probability": 0.422607421875}, {"start": 1301.46, "end": 1301.68, "word": " ال", "probability": 0.384033203125}, {"start": 1301.68, "end": 1301.98, "word": " local", "probability": 0.87060546875}, {"start": 1301.98, "end": 1303.7, "word": " optimal", "probability": 0.8984375}, {"start": 1303.7, "end": 1304.56, "word": " سواء", "probability": 0.91162109375}, {"start": 1304.56, "end": 1304.88, "word": " maximum", "probability": 0.9365234375}, {"start": 1304.88, "end": 1305.1, "word": " او", "probability": 0.885986328125}, {"start": 1305.1, "end": 1305.38, "word": " minimum", "probability": 0.97314453125}, {"start": 1305.38, "end": 1305.72, "word": " ..", "probability": 0.46337890625}, {"start": 1305.72, "end": 1306.26, "word": " كويس؟", "probability": 0.73486328125}, {"start": 1306.26, "end": 1307.2, "word": " فناس", "probability": 0.8053385416666666}, {"start": 1307.2, "end": 1307.44, "word": " كتير", "probability": 0.9777018229166666}, {"start": 1307.44, "end": 1307.84, "word": " بفضله", "probability": 0.86474609375}, {"start": 1307.84, "end": 1308.0, "word": " ان", "probability": 0.83203125}, {"start": 1308.0, "end": 1308.16, "word": " هي", "probability": 0.7626953125}, {"start": 1308.16, "end": 1308.98, "word": " randomization", "probability": 0.951171875}, {"start": 1308.98, "end": 1309.24, "word": " okay", "probability": 0.420654296875}, {"start": 1309.24, "end": 1309.6, "word": " باخد", "probability": 0.9679361979166666}, {"start": 1309.6, "end": 1309.96, "word": " شوية", "probability": 0.921875}, {"start": 1309.96, "end": 1310.42, "word": " iterations", "probability": 0.947265625}, {"start": 1310.42, "end": 1310.9, "word": " اكتر", "probability": 0.9176025390625}, {"start": 1310.9, "end": 1311.74, "word": " بس", "probability": 0.877197265625}, {"start": 1311.74, "end": 1311.94, "word": " ..", "probability": 0.8232421875}], "temperature": 1.0}, {"id": 58, "seek": 133473, "start": 1312.11, "end": 1334.73, "text": "دائما او خليني اقول في معظم الأحوال بتوصلني ل global بتوصلني ل global بتخلينيش انا احكم ورا the best three او the best two successors و اللي ممكن يكونوا local مش global فهذه الفكرة بشكل أساسي تمام الان بنكون خلصنا الجزئية اللي كانت متبقية لنا في ال informed", "tokens": [3215, 16373, 15042, 1975, 2407, 16490, 1211, 9957, 1829, 1975, 39648, 8978, 20449, 19913, 2304, 16247, 5016, 2407, 6027, 39894, 2407, 36520, 22653, 5296, 4338, 39894, 2407, 36520, 22653, 5296, 4338, 39894, 9778, 1211, 9957, 1829, 8592, 1975, 8315, 1975, 5016, 24793, 4032, 23557, 264, 1151, 1045, 1975, 2407, 264, 1151, 732, 2245, 830, 4032, 13672, 1829, 3714, 43020, 7251, 30544, 14407, 2654, 37893, 4338, 6156, 3224, 24192, 27188, 4117, 25720, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 46811, 10943, 2423, 7649, 44945, 30544, 16490, 1211, 9381, 8315, 25724, 11622, 19986, 10632, 13672, 1829, 25961, 2655, 44650, 3555, 4587, 10632, 5296, 8315, 8978, 2423, 11740], "avg_logprob": -0.1711379771806159, "compression_ratio": 1.7641921397379912, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 1312.11, "end": 1312.87, "word": "دائما", "probability": 0.7803548177083334}, {"start": 1312.87, "end": 1313.11, "word": " او", "probability": 0.7178955078125}, {"start": 1313.11, "end": 1313.39, "word": " خليني", "probability": 0.8173828125}, {"start": 1313.39, "end": 1313.53, "word": " اقول", "probability": 0.863525390625}, {"start": 1313.53, "end": 1313.67, "word": " في", "probability": 0.87451171875}, {"start": 1313.67, "end": 1314.01, "word": " معظم", "probability": 0.9962565104166666}, {"start": 1314.01, "end": 1314.59, "word": " الأحوال", "probability": 0.929931640625}, {"start": 1314.59, "end": 1315.51, "word": " بتوصلني", "probability": 0.8092041015625}, {"start": 1315.51, "end": 1315.65, "word": " ل", "probability": 0.8662109375}, {"start": 1315.65, "end": 1316.01, "word": " global", "probability": 0.66259765625}, {"start": 1316.01, "end": 1316.69, "word": " بتوصلني", "probability": 0.8607177734375}, {"start": 1316.69, "end": 1316.81, "word": " ل", "probability": 0.91845703125}, {"start": 1316.81, "end": 1317.07, "word": " global", "probability": 0.89892578125}, {"start": 1317.07, "end": 1318.01, "word": " بتخلينيش", "probability": 0.8109944661458334}, {"start": 1318.01, "end": 1318.21, "word": " انا", "probability": 0.711181640625}, {"start": 1318.21, "end": 1318.63, "word": " احكم", "probability": 0.9537760416666666}, {"start": 1318.63, "end": 1319.41, "word": " ورا", "probability": 0.96826171875}, {"start": 1319.41, "end": 1319.97, "word": " the", "probability": 0.724609375}, {"start": 1319.97, "end": 1320.39, "word": " best", "probability": 0.92138671875}, {"start": 1320.39, "end": 1321.27, "word": " three", "probability": 0.734375}, {"start": 1321.27, "end": 1321.49, "word": " او", "probability": 0.814697265625}, {"start": 1321.49, "end": 1321.61, "word": " the", "probability": 0.623046875}, {"start": 1321.61, "end": 1321.83, "word": " best", "probability": 0.93408203125}, {"start": 1321.83, "end": 1322.17, "word": " two", "probability": 0.92236328125}, {"start": 1322.17, "end": 1323.25, "word": " successors", "probability": 0.9521484375}, {"start": 1323.25, "end": 1323.41, "word": " و", "probability": 0.372314453125}, {"start": 1323.41, "end": 1323.51, "word": " اللي", "probability": 0.8740234375}, {"start": 1323.51, "end": 1323.77, "word": " ممكن", "probability": 0.973388671875}, {"start": 1323.77, "end": 1324.09, "word": " يكونوا", "probability": 0.9656575520833334}, {"start": 1324.09, "end": 1324.47, "word": " local", "probability": 0.88623046875}, {"start": 1324.47, "end": 1324.89, "word": " مش", "probability": 0.8505859375}, {"start": 1324.89, "end": 1325.37, "word": " global", "probability": 0.94287109375}, {"start": 1325.37, "end": 1326.47, "word": " فهذه", "probability": 0.8199869791666666}, {"start": 1326.47, "end": 1327.37, "word": " الفكرة", "probability": 0.9908854166666666}, {"start": 1327.37, "end": 1328.03, "word": " بشكل", "probability": 0.9788411458333334}, {"start": 1328.03, "end": 1328.49, "word": " أساسي", "probability": 0.9593505859375}, {"start": 1328.49, "end": 1330.23, "word": " تمام", "probability": 0.89306640625}, {"start": 1330.23, "end": 1330.57, "word": " الان", "probability": 0.5794677734375}, {"start": 1330.57, "end": 1330.89, "word": " بنكون", "probability": 0.89990234375}, {"start": 1330.89, "end": 1331.59, "word": " خلصنا", "probability": 0.8292236328125}, {"start": 1331.59, "end": 1333.07, "word": " الجزئية", "probability": 0.92724609375}, {"start": 1333.07, "end": 1333.17, "word": " اللي", "probability": 0.843994140625}, {"start": 1333.17, "end": 1333.37, "word": " كانت", "probability": 0.9521484375}, {"start": 1333.37, "end": 1333.93, "word": " متبقية", "probability": 0.8944091796875}, {"start": 1333.93, "end": 1334.11, "word": " لنا", "probability": 0.9365234375}, {"start": 1334.11, "end": 1334.21, "word": " في", "probability": 0.8876953125}, {"start": 1334.21, "end": 1334.29, "word": " ال", "probability": 0.85888671875}, {"start": 1334.29, "end": 1334.73, "word": " informed", "probability": 0.61962890625}], "temperature": 1.0}, {"id": 59, "seek": 136370, "start": 1335.74, "end": 1363.7, "text": "Search عشان نروح لـ Game Playing و اللي هنتكلم فيها عن فكرة ال games بشكل أساسي أمتى بدأت و هي .. يعني إيش اللي اختلف فيها؟ يعني ليش في موضوع لحاله اسمه games؟ ليش ماخدناه مع ال search التاني و خلصناه؟ هنشوف إيش الفكرة فيه؟ هنروح لل algorithm اللي بيشتغلوا فيه ال adversarial search ال adversarial search أو بحث الخصومة adversarial بمعنى خصم", "tokens": [10637, 1178, 6225, 8592, 7649, 8717, 32887, 5016, 5296, 39184, 7522, 24801, 4032, 13672, 1829, 8032, 29399, 4117, 19528, 8978, 11296, 18871, 6156, 4117, 25720, 2423, 2813, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 5551, 2304, 49975, 47525, 10721, 2655, 4032, 39896, 4386, 37495, 22653, 11933, 1829, 8592, 13672, 1829, 1975, 46456, 46538, 8978, 11296, 22807, 37495, 22653, 32239, 8592, 8978, 3714, 2407, 11242, 45367, 5296, 5016, 6027, 3224, 24525, 2304, 3224, 2813, 22807, 32239, 8592, 3714, 47283, 3215, 8315, 3224, 20449, 2423, 3164, 16712, 7649, 1829, 4032, 16490, 1211, 9381, 8315, 3224, 22807, 8032, 1863, 8592, 38688, 11933, 1829, 8592, 27188, 4117, 25720, 8978, 3224, 22807, 8032, 1863, 32887, 5016, 24976, 9284, 13672, 1829, 4724, 1829, 8592, 2655, 17082, 1211, 14407, 8978, 3224, 2423, 17641, 44745, 3164, 2423, 17641, 44745, 3164, 34051, 4724, 5016, 12984, 33962, 9381, 20498, 3660, 17641, 44745, 4724, 2304, 3615, 1863, 7578, 16490, 9381, 2304], "avg_logprob": -0.14424668439966165, "compression_ratio": 1.8061224489795917, "no_speech_prob": 5.960464477539062e-07, "words": [{"start": 1335.74, "end": 1336.18, "word": "Search", "probability": 0.640625}, {"start": 1336.18, "end": 1336.42, "word": " عشان", "probability": 0.9778645833333334}, {"start": 1336.42, "end": 1336.76, "word": " نروح", "probability": 0.9773763020833334}, {"start": 1336.76, "end": 1337.5, "word": " لـ", "probability": 0.5177001953125}, {"start": 1337.5, "end": 1337.82, "word": " Game", "probability": 0.3828125}, {"start": 1337.82, "end": 1338.76, "word": " Playing", "probability": 0.1328125}, {"start": 1338.76, "end": 1339.54, "word": " و", "probability": 0.76171875}, {"start": 1339.54, "end": 1339.64, "word": " اللي", "probability": 0.877685546875}, {"start": 1339.64, "end": 1340.14, "word": " هنتكلم", "probability": 0.9364013671875}, {"start": 1340.14, "end": 1340.6, "word": " فيها", "probability": 0.981201171875}, {"start": 1340.6, "end": 1341.22, "word": " عن", "probability": 0.9814453125}, {"start": 1341.22, "end": 1341.64, "word": " فكرة", "probability": 0.96142578125}, {"start": 1341.64, "end": 1341.9, "word": " ال", "probability": 0.93408203125}, {"start": 1341.9, "end": 1342.16, "word": " games", "probability": 0.7734375}, {"start": 1342.16, "end": 1342.74, "word": " بشكل", "probability": 0.9703776041666666}, {"start": 1342.74, "end": 1343.26, "word": " أساسي", "probability": 0.968994140625}, {"start": 1343.26, "end": 1343.74, "word": " أمتى", "probability": 0.7123209635416666}, {"start": 1343.74, "end": 1344.1, "word": " بدأت", "probability": 0.94921875}, {"start": 1344.1, "end": 1344.12, "word": " و", "probability": 0.79052734375}, {"start": 1344.12, "end": 1344.3, "word": " هي", "probability": 0.80419921875}, {"start": 1344.3, "end": 1344.76, "word": " ..", "probability": 0.54443359375}, {"start": 1344.76, "end": 1345.08, "word": " يعني", "probability": 0.953369140625}, {"start": 1345.08, "end": 1345.26, "word": " إيش", "probability": 0.783203125}, {"start": 1345.26, "end": 1345.38, "word": " اللي", "probability": 0.975830078125}, {"start": 1345.38, "end": 1345.68, "word": " اختلف", "probability": 0.9021809895833334}, {"start": 1345.68, "end": 1346.08, "word": " فيها؟", "probability": 0.7657877604166666}, {"start": 1346.08, "end": 1346.16, "word": " يعني", "probability": 0.849365234375}, {"start": 1346.16, "end": 1346.38, "word": " ليش", "probability": 0.97900390625}, {"start": 1346.38, "end": 1346.58, "word": " في", "probability": 0.93505859375}, {"start": 1346.58, "end": 1347.4, "word": " موضوع", "probability": 0.9678955078125}, {"start": 1347.4, "end": 1347.8, "word": " لحاله", "probability": 0.990966796875}, {"start": 1347.8, "end": 1348.08, "word": " اسمه", "probability": 0.9410807291666666}, {"start": 1348.08, "end": 1348.84, "word": " games؟", "probability": 0.826171875}, {"start": 1348.84, "end": 1349.04, "word": " ليش", "probability": 0.95361328125}, {"start": 1349.04, "end": 1349.5, "word": " ماخدناه", "probability": 0.8380859375}, {"start": 1349.5, "end": 1349.68, "word": " مع", "probability": 0.9853515625}, {"start": 1349.68, "end": 1349.82, "word": " ال", "probability": 0.9853515625}, {"start": 1349.82, "end": 1350.02, "word": " search", "probability": 0.89306640625}, {"start": 1350.02, "end": 1350.36, "word": " التاني", "probability": 0.96484375}, {"start": 1350.36, "end": 1350.46, "word": " و", "probability": 0.5517578125}, {"start": 1350.46, "end": 1351.48, "word": " خلصناه؟", "probability": 0.95458984375}, {"start": 1351.48, "end": 1351.86, "word": " هنشوف", "probability": 0.95654296875}, {"start": 1351.86, "end": 1352.02, "word": " إيش", "probability": 0.94482421875}, {"start": 1352.02, "end": 1352.84, "word": " الفكرة", "probability": 0.9597981770833334}, {"start": 1352.84, "end": 1353.1, "word": " فيه؟", "probability": 0.7483723958333334}, {"start": 1353.1, "end": 1353.44, "word": " هنروح", "probability": 0.99072265625}, {"start": 1353.44, "end": 1353.92, "word": " لل", "probability": 0.609375}, {"start": 1353.92, "end": 1354.28, "word": " algorithm", "probability": 0.6298828125}, {"start": 1354.28, "end": 1354.46, "word": " اللي", "probability": 0.986083984375}, {"start": 1354.46, "end": 1355.44, "word": " بيشتغلوا", "probability": 0.8868582589285714}, {"start": 1355.44, "end": 1356.52, "word": " فيه", "probability": 0.970947265625}, {"start": 1356.52, "end": 1356.66, "word": " ال", "probability": 0.53271484375}, {"start": 1356.66, "end": 1357.28, "word": " adversarial", "probability": 0.923828125}, {"start": 1357.28, "end": 1358.2, "word": " search", "probability": 0.9697265625}, {"start": 1358.2, "end": 1358.4, "word": " ال", "probability": 0.615234375}, {"start": 1358.4, "end": 1358.88, "word": " adversarial", "probability": 0.964111328125}, {"start": 1358.88, "end": 1359.3, "word": " search", "probability": 0.974609375}, {"start": 1359.3, "end": 1359.58, "word": " أو", "probability": 0.81396484375}, {"start": 1359.58, "end": 1360.3, "word": " بحث", "probability": 0.955078125}, {"start": 1360.3, "end": 1361.22, "word": " الخصومة", "probability": 0.9923095703125}, {"start": 1361.22, "end": 1362.44, "word": " adversarial", "probability": 0.97119140625}, {"start": 1362.44, "end": 1363.24, "word": " بمعنى", "probability": 0.9859375}, {"start": 1363.24, "end": 1363.7, "word": " خصم", "probability": 0.9573567708333334}], "temperature": 1.0}, {"id": 60, "seek": 139061, "start": 1364.65, "end": 1390.61, "text": "الخصم، ليش؟ لأن في ال games فيه خصم، أنا بلعبش لحالي، هي مش زي ال it puzzle اللي حكينا عنها، هي مش زي الألعاب اللي بتكون فردية، إيش في مثلا الألعاب ال solitaire و ما ال solitaire اللي بتكون موجودة مع ال .. هذه كلها فردية، لأ احنا هنا أو ال free cell و الحاجات زي هذه، هذه بتكون toy أحيانا بيسموها باعتبار أنه هذه فردي، لأ احنا متكلمين هنا عن games فيها اتنين بيلعبوا جبال بعض، بمعنى", "tokens": [6027, 9778, 9381, 2304, 12399, 32239, 8592, 22807, 5296, 33456, 8978, 2423, 2813, 8978, 3224, 16490, 9381, 2304, 12399, 41850, 4724, 1211, 3615, 3555, 8592, 5296, 5016, 6027, 1829, 12399, 39896, 37893, 30767, 1829, 2423, 309, 12805, 13672, 1829, 11331, 4117, 1829, 8315, 18871, 11296, 12399, 39896, 37893, 30767, 1829, 16247, 1211, 3615, 16758, 13672, 1829, 39894, 30544, 6156, 2288, 3215, 10632, 12399, 11933, 1829, 8592, 8978, 50113, 15040, 16247, 1211, 3615, 16758, 2423, 1404, 30914, 4032, 19446, 2423, 1404, 30914, 13672, 1829, 39894, 30544, 3714, 29245, 23328, 3660, 20449, 2423, 4386, 29538, 28242, 11296, 6156, 2288, 3215, 10632, 12399, 5296, 10721, 1975, 5016, 8315, 34105, 34051, 2423, 1737, 2815, 4032, 21542, 26108, 9307, 30767, 1829, 29538, 12399, 29538, 39894, 30544, 12058, 5551, 5016, 1829, 7649, 995, 4724, 1829, 38251, 2407, 11296, 4724, 995, 34268, 3555, 9640, 14739, 3224, 29538, 6156, 2288, 16254, 12399, 5296, 10721, 1975, 5016, 8315, 44650, 4117, 19528, 9957, 34105, 18871, 2813, 8978, 11296, 1975, 2655, 1863, 9957, 4724, 26895, 3615, 3555, 14407, 10874, 3555, 6027, 45030, 11242, 12399, 4724, 2304, 3615, 1863, 7578], "avg_logprob": -0.19273742866915697, "compression_ratio": 2.0647249190938513, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 1364.65, "end": 1365.15, "word": "الخصم،", "probability": 0.78232421875}, {"start": 1365.15, "end": 1365.43, "word": " ليش؟", "probability": 0.94970703125}, {"start": 1365.43, "end": 1365.57, "word": " لأن", "probability": 0.846923828125}, {"start": 1365.57, "end": 1365.73, "word": " في", "probability": 0.79052734375}, {"start": 1365.73, "end": 1365.89, "word": " ال", "probability": 0.9443359375}, {"start": 1365.89, "end": 1366.23, "word": " games", "probability": 0.896484375}, {"start": 1366.23, "end": 1366.83, "word": " فيه", "probability": 0.690185546875}, {"start": 1366.83, "end": 1368.05, "word": " خصم،", "probability": 0.850830078125}, {"start": 1368.05, "end": 1368.19, "word": " أنا", "probability": 0.8193359375}, {"start": 1368.19, "end": 1368.47, "word": " بلعبش", "probability": 0.94052734375}, {"start": 1368.47, "end": 1369.23, "word": " لحالي،", "probability": 0.95927734375}, {"start": 1369.23, "end": 1369.35, "word": " هي", "probability": 0.83154296875}, {"start": 1369.35, "end": 1369.51, "word": " مش", "probability": 0.9619140625}, {"start": 1369.51, "end": 1369.63, "word": " زي", "probability": 0.98974609375}, {"start": 1369.63, "end": 1369.73, "word": " ال", "probability": 0.9677734375}, {"start": 1369.73, "end": 1369.81, "word": " it", "probability": 0.10247802734375}, {"start": 1369.81, "end": 1370.09, "word": " puzzle", "probability": 0.71240234375}, {"start": 1370.09, "end": 1370.23, "word": " اللي", "probability": 0.959716796875}, {"start": 1370.23, "end": 1370.55, "word": " حكينا", "probability": 0.962158203125}, {"start": 1370.55, "end": 1371.39, "word": " عنها،", "probability": 0.96240234375}, {"start": 1371.39, "end": 1371.53, "word": " هي", "probability": 0.904296875}, {"start": 1371.53, "end": 1371.71, "word": " مش", "probability": 0.986328125}, {"start": 1371.71, "end": 1372.01, "word": " زي", "probability": 0.9970703125}, {"start": 1372.01, "end": 1372.87, "word": " الألعاب", "probability": 0.796173095703125}, {"start": 1372.87, "end": 1372.97, "word": " اللي", "probability": 0.98779296875}, {"start": 1372.97, "end": 1373.21, "word": " بتكون", "probability": 0.983642578125}, {"start": 1373.21, "end": 1374.69, "word": " فردية،", "probability": 0.9326171875}, {"start": 1374.69, "end": 1375.05, "word": " إيش", "probability": 0.8141276041666666}, {"start": 1375.05, "end": 1375.19, "word": " في", "probability": 0.8837890625}, {"start": 1375.19, "end": 1375.49, "word": " مثلا", "probability": 0.94482421875}, {"start": 1375.49, "end": 1375.89, "word": " الألعاب", "probability": 0.86895751953125}, {"start": 1375.89, "end": 1376.09, "word": " ال", "probability": 0.87255859375}, {"start": 1376.09, "end": 1376.55, "word": " solitaire", "probability": 0.439453125}, {"start": 1376.55, "end": 1376.65, "word": " و", "probability": 0.6748046875}, {"start": 1376.65, "end": 1376.67, "word": " ما", "probability": 0.61083984375}, {"start": 1376.67, "end": 1376.75, "word": " ال", "probability": 0.8837890625}, {"start": 1376.75, "end": 1377.13, "word": " solitaire", "probability": 0.902587890625}, {"start": 1377.13, "end": 1377.23, "word": " اللي", "probability": 0.978271484375}, {"start": 1377.23, "end": 1377.47, "word": " بتكون", "probability": 0.968505859375}, {"start": 1377.47, "end": 1377.85, "word": " موجودة", "probability": 0.9605712890625}, {"start": 1377.85, "end": 1377.99, "word": " مع", "probability": 0.8974609375}, {"start": 1377.99, "end": 1378.11, "word": " ال", "probability": 0.91552734375}, {"start": 1378.11, "end": 1378.21, "word": " ..", "probability": 0.28076171875}, {"start": 1378.21, "end": 1378.51, "word": " هذه", "probability": 0.3984375}, {"start": 1378.51, "end": 1378.77, "word": " كلها", "probability": 0.98779296875}, {"start": 1378.77, "end": 1379.83, "word": " فردية،", "probability": 0.9640625}, {"start": 1379.83, "end": 1380.07, "word": " لأ", "probability": 0.9677734375}, {"start": 1380.07, "end": 1380.63, "word": " احنا", "probability": 0.7947591145833334}, {"start": 1380.63, "end": 1380.87, "word": " هنا", "probability": 0.99267578125}, {"start": 1380.87, "end": 1381.09, "word": " أو", "probability": 0.83740234375}, {"start": 1381.09, "end": 1381.19, "word": " ال", "probability": 0.9453125}, {"start": 1381.19, "end": 1381.35, "word": " free", "probability": 0.8974609375}, {"start": 1381.35, "end": 1381.73, "word": " cell", "probability": 0.34130859375}, {"start": 1381.73, "end": 1381.93, "word": " و", "probability": 0.85400390625}, {"start": 1381.93, "end": 1382.19, "word": " الحاجات", "probability": 0.8986002604166666}, {"start": 1382.19, "end": 1382.39, "word": " زي", "probability": 0.994873046875}, {"start": 1382.39, "end": 1383.03, "word": " هذه،", "probability": 0.673828125}, {"start": 1383.03, "end": 1383.17, "word": " هذه", "probability": 0.62060546875}, {"start": 1383.17, "end": 1383.51, "word": " بتكون", "probability": 0.975830078125}, {"start": 1383.51, "end": 1384.25, "word": " toy", "probability": 0.89794921875}, {"start": 1384.25, "end": 1384.79, "word": " أحيانا", "probability": 0.95166015625}, {"start": 1384.79, "end": 1385.37, "word": " بيسموها", "probability": 0.838525390625}, {"start": 1385.37, "end": 1385.95, "word": " باعتبار", "probability": 0.89970703125}, {"start": 1385.95, "end": 1386.09, "word": " أنه", "probability": 0.552734375}, {"start": 1386.09, "end": 1386.21, "word": " هذه", "probability": 0.430908203125}, {"start": 1386.21, "end": 1386.83, "word": " فردي،", "probability": 0.8692626953125}, {"start": 1386.83, "end": 1386.99, "word": " لأ", "probability": 0.9833984375}, {"start": 1386.99, "end": 1387.11, "word": " احنا", "probability": 0.9090169270833334}, {"start": 1387.11, "end": 1387.47, "word": " متكلمين", "probability": 0.716796875}, {"start": 1387.47, "end": 1387.57, "word": " هنا", "probability": 0.286376953125}, {"start": 1387.57, "end": 1387.71, "word": " عن", "probability": 0.98291015625}, {"start": 1387.71, "end": 1388.19, "word": " games", "probability": 0.8662109375}, {"start": 1388.19, "end": 1388.75, "word": " فيها", "probability": 0.985595703125}, {"start": 1388.75, "end": 1389.11, "word": " اتنين", "probability": 0.9530029296875}, {"start": 1389.11, "end": 1389.47, "word": " بيلعبوا", "probability": 0.8845703125}, {"start": 1389.47, "end": 1389.65, "word": " جبال", "probability": 0.5535481770833334}, {"start": 1389.65, "end": 1390.15, "word": " بعض،", "probability": 0.9498697916666666}, {"start": 1390.15, "end": 1390.61, "word": " بمعنى", "probability": 0.9787109375}], "temperature": 1.0}, {"id": 61, "seek": 139678, "start": 1391.36, "end": 1396.78, "text": "بدنا ناخد بالنا إنه لأ أنا هعمل خطة بس اللي قدامي هو معنى برضه يخرّبلي الخطة", "tokens": [44510, 8315, 8717, 47283, 3215, 20666, 8315, 36145, 3224, 5296, 10721, 41850, 8032, 25957, 1211, 16490, 9566, 3660, 4724, 3794, 13672, 1829, 12174, 3215, 10943, 1829, 31439, 20449, 1863, 7578, 4724, 43042, 3224, 7251, 34740, 11703, 3555, 20292, 33962, 9566, 3660], "avg_logprob": -0.16768972859496162, "compression_ratio": 1.3838383838383839, "no_speech_prob": 0.0, "words": [{"start": 1391.36, "end": 1391.68, "word": "بدنا", "probability": 0.416259765625}, {"start": 1391.68, "end": 1391.92, "word": " ناخد", "probability": 0.9915364583333334}, {"start": 1391.92, "end": 1392.3, "word": " بالنا", "probability": 0.946044921875}, {"start": 1392.3, "end": 1392.88, "word": " إنه", "probability": 0.5606689453125}, {"start": 1392.88, "end": 1393.06, "word": " لأ", "probability": 0.962890625}, {"start": 1393.06, "end": 1393.22, "word": " أنا", "probability": 0.73193359375}, {"start": 1393.22, "end": 1393.62, "word": " هعمل", "probability": 0.9493815104166666}, {"start": 1393.62, "end": 1394.12, "word": " خطة", "probability": 0.9900716145833334}, {"start": 1394.12, "end": 1394.6, "word": " بس", "probability": 0.840576171875}, {"start": 1394.6, "end": 1394.74, "word": " اللي", "probability": 0.974609375}, {"start": 1394.74, "end": 1395.2, "word": " قدامي", "probability": 0.88037109375}, {"start": 1395.2, "end": 1395.38, "word": " هو", "probability": 0.7890625}, {"start": 1395.38, "end": 1395.74, "word": " معنى", "probability": 0.9833984375}, {"start": 1395.74, "end": 1395.96, "word": " برضه", "probability": 0.9599609375}, {"start": 1395.96, "end": 1396.38, "word": " يخرّبلي", "probability": 0.7662109375}, {"start": 1396.38, "end": 1396.78, "word": " الخطة", "probability": 0.9930013020833334}], "temperature": 1.0}, {"id": 62, "seek": 142579, "start": 1397.37, "end": 1425.79, "text": "هو معنى إنه بيخرّبلي الخطة فال adversarial search بشكل أساسي هنتعامل مع ال minimax decision ثم هنتكلم عن ال browning و هنفهم ليش أنا محتاج أعمل browning تقليم ال browning زي تقليم الشجرة و احنا فعلا بنتعامل مع ال tree مش هيك فال tree يعني الكلمة الأنسب إلها عشان أجزجصها إن أتكلم أقول تقليم عملية التقليم طيب مبدأيا ال games هذه mathematically بدأت ك branch لل economics", "tokens": [3224, 2407, 20449, 1863, 7578, 36145, 3224, 4724, 1829, 34740, 11703, 3555, 20292, 33962, 9566, 3660, 6156, 6027, 17641, 44745, 3164, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 8032, 29399, 3615, 10943, 1211, 20449, 2423, 4464, 2797, 3537, 38637, 2304, 8032, 29399, 4117, 19528, 18871, 2423, 6292, 278, 4032, 8032, 1863, 5172, 16095, 32239, 8592, 41850, 3714, 33753, 26108, 5551, 25957, 1211, 6292, 278, 6055, 4587, 20292, 2304, 2423, 6292, 278, 30767, 1829, 6055, 4587, 20292, 2304, 25124, 7435, 25720, 4032, 1975, 5016, 8315, 6156, 3615, 15040, 44945, 2655, 3615, 10943, 1211, 20449, 2423, 4230, 37893, 39896, 4117, 6156, 6027, 4230, 37495, 22653, 33251, 19528, 3660, 16247, 1863, 35457, 11933, 1211, 11296, 6225, 8592, 7649, 5551, 7435, 11622, 7435, 9381, 11296, 36145, 5551, 2655, 4117, 19528, 5551, 39648, 6055, 4587, 20292, 2304, 6225, 42213, 10632, 16712, 4587, 20292, 2304, 23032, 1829, 3555, 3714, 44510, 10721, 25528, 2423, 2813, 29538, 44003, 47525, 10721, 2655, 9122, 9819, 24976, 14564], "avg_logprob": -0.17602848271025887, "compression_ratio": 1.78328173374613, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 1397.37, "end": 1397.67, "word": "هو", "probability": 0.953857421875}, {"start": 1397.67, "end": 1397.97, "word": " معنى", "probability": 0.9816080729166666}, {"start": 1397.97, "end": 1398.15, "word": " إنه", "probability": 0.677490234375}, {"start": 1398.15, "end": 1398.63, "word": " بيخرّبلي", "probability": 0.7049153645833334}, {"start": 1398.63, "end": 1399.01, "word": " الخطة", "probability": 0.9754231770833334}, {"start": 1399.01, "end": 1399.45, "word": " فال", "probability": 0.780029296875}, {"start": 1399.45, "end": 1400.03, "word": " adversarial", "probability": 0.83642578125}, {"start": 1400.03, "end": 1400.83, "word": " search", "probability": 0.97900390625}, {"start": 1400.83, "end": 1401.49, "word": " بشكل", "probability": 0.96484375}, {"start": 1401.49, "end": 1401.87, "word": " أساسي", "probability": 0.962890625}, {"start": 1401.87, "end": 1402.43, "word": " هنتعامل", "probability": 0.92978515625}, {"start": 1402.43, "end": 1402.69, "word": " مع", "probability": 0.9912109375}, {"start": 1402.69, "end": 1403.43, "word": " ال", "probability": 0.97412109375}, {"start": 1403.43, "end": 1404.07, "word": " minimax", "probability": 0.70068359375}, {"start": 1404.07, "end": 1404.63, "word": " decision", "probability": 0.9345703125}, {"start": 1404.63, "end": 1405.07, "word": " ثم", "probability": 0.94189453125}, {"start": 1405.07, "end": 1405.55, "word": " هنتكلم", "probability": 0.97998046875}, {"start": 1405.55, "end": 1405.69, "word": " عن", "probability": 0.9912109375}, {"start": 1405.69, "end": 1405.79, "word": " ال", "probability": 0.9677734375}, {"start": 1405.79, "end": 1406.21, "word": " browning", "probability": 0.5609130859375}, {"start": 1406.21, "end": 1406.33, "word": " و", "probability": 0.90185546875}, {"start": 1406.33, "end": 1406.63, "word": " هنفهم", "probability": 0.8980712890625}, {"start": 1406.63, "end": 1406.79, "word": " ليش", "probability": 0.970458984375}, {"start": 1406.79, "end": 1406.91, "word": " أنا", "probability": 0.82177734375}, {"start": 1406.91, "end": 1407.21, "word": " محتاج", "probability": 0.98828125}, {"start": 1407.21, "end": 1407.43, "word": " أعمل", "probability": 0.96240234375}, {"start": 1407.43, "end": 1407.81, "word": " browning", "probability": 0.77685546875}, {"start": 1407.81, "end": 1408.35, "word": " تقليم", "probability": 0.860595703125}, {"start": 1408.35, "end": 1409.09, "word": " ال", "probability": 0.1383056640625}, {"start": 1409.09, "end": 1409.39, "word": " browning", "probability": 0.80908203125}, {"start": 1409.39, "end": 1409.59, "word": " زي", "probability": 0.96142578125}, {"start": 1409.59, "end": 1409.93, "word": " تقليم", "probability": 0.9901123046875}, {"start": 1409.93, "end": 1410.33, "word": " الشجرة", "probability": 0.994140625}, {"start": 1410.33, "end": 1410.75, "word": " و", "probability": 0.6630859375}, {"start": 1410.75, "end": 1410.85, "word": " احنا", "probability": 0.8509114583333334}, {"start": 1410.85, "end": 1411.03, "word": " فعلا", "probability": 0.9256184895833334}, {"start": 1411.03, "end": 1411.49, "word": " بنتعامل", "probability": 0.83154296875}, {"start": 1411.49, "end": 1411.63, "word": " مع", "probability": 0.9736328125}, {"start": 1411.63, "end": 1411.69, "word": " ال", "probability": 0.360595703125}, {"start": 1411.69, "end": 1411.89, "word": " tree", "probability": 0.7587890625}, {"start": 1411.89, "end": 1412.25, "word": " مش", "probability": 0.6005859375}, {"start": 1412.25, "end": 1412.53, "word": " هيك", "probability": 0.9521484375}, {"start": 1412.53, "end": 1413.11, "word": " فال", "probability": 0.6707763671875}, {"start": 1413.11, "end": 1413.41, "word": " tree", "probability": 0.74951171875}, {"start": 1413.41, "end": 1413.97, "word": " يعني", "probability": 0.93212890625}, {"start": 1413.97, "end": 1414.43, "word": " الكلمة", "probability": 0.83056640625}, {"start": 1414.43, "end": 1415.07, "word": " الأنسب", "probability": 0.9459635416666666}, {"start": 1415.07, "end": 1415.39, "word": " إلها", "probability": 0.7423502604166666}, {"start": 1415.39, "end": 1415.69, "word": " عشان", "probability": 0.9861653645833334}, {"start": 1415.69, "end": 1416.45, "word": " أجزجصها", "probability": 0.8556315104166666}, {"start": 1416.45, "end": 1416.77, "word": " إن", "probability": 0.513671875}, {"start": 1416.77, "end": 1417.19, "word": " أتكلم", "probability": 0.8822021484375}, {"start": 1417.19, "end": 1417.49, "word": " أقول", "probability": 0.77294921875}, {"start": 1417.49, "end": 1418.07, "word": " تقليم", "probability": 0.9886474609375}, {"start": 1418.07, "end": 1418.59, "word": " عملية", "probability": 0.92626953125}, {"start": 1418.59, "end": 1419.19, "word": " التقليم", "probability": 0.9942626953125}, {"start": 1419.19, "end": 1420.09, "word": " طيب", "probability": 0.9684244791666666}, {"start": 1420.09, "end": 1420.95, "word": " مبدأيا", "probability": 0.83203125}, {"start": 1420.95, "end": 1421.09, "word": " ال", "probability": 0.96142578125}, {"start": 1421.09, "end": 1421.31, "word": " games", "probability": 0.9541015625}, {"start": 1421.31, "end": 1421.49, "word": " هذه", "probability": 0.442626953125}, {"start": 1421.49, "end": 1421.97, "word": " mathematically", "probability": 0.7861328125}, {"start": 1421.97, "end": 1423.03, "word": " بدأت", "probability": 0.98876953125}, {"start": 1423.03, "end": 1423.35, "word": " ك", "probability": 0.95654296875}, {"start": 1423.35, "end": 1424.53, "word": " branch", "probability": 0.75390625}, {"start": 1424.53, "end": 1424.99, "word": " لل", "probability": 0.6669921875}, {"start": 1424.99, "end": 1425.79, "word": " economics", "probability": 0.638671875}], "temperature": 1.0}, {"id": 63, "seek": 143757, "start": 1426.85, "end": 1437.57, "text": "للاقتصاد أول ما بدأت بدأت ضمن ال economics ليش؟ لأنها فعليا بتتعامل مع multi agent احنا فيه عندى وكالاء مختلفين ومتعددين", "tokens": [1211, 15040, 38149, 9381, 18513, 5551, 12610, 19446, 47525, 10721, 2655, 47525, 10721, 2655, 48812, 27842, 2423, 14564, 32239, 8592, 22807, 5296, 33456, 11296, 6156, 3615, 20292, 995, 39894, 2655, 3615, 10943, 1211, 20449, 4825, 9461, 1975, 5016, 8315, 8978, 3224, 43242, 7578, 4032, 4117, 6027, 16606, 3714, 46456, 46538, 9957, 4032, 2304, 2655, 22488, 3215, 9957], "avg_logprob": -0.17349137648426252, "compression_ratio": 1.348993288590604, "no_speech_prob": 3.874301910400391e-06, "words": [{"start": 1426.85, "end": 1427.61, "word": "للاقتصاد", "probability": 0.9271484375}, {"start": 1427.61, "end": 1428.01, "word": " أول", "probability": 0.6834716796875}, {"start": 1428.01, "end": 1428.11, "word": " ما", "probability": 0.974609375}, {"start": 1428.11, "end": 1428.39, "word": " بدأت", "probability": 0.978515625}, {"start": 1428.39, "end": 1428.69, "word": " بدأت", "probability": 0.9597981770833334}, {"start": 1428.69, "end": 1429.01, "word": " ضمن", "probability": 0.974365234375}, {"start": 1429.01, "end": 1429.63, "word": " ال", "probability": 0.919921875}, {"start": 1429.63, "end": 1430.09, "word": " economics", "probability": 0.626953125}, {"start": 1430.09, "end": 1431.39, "word": " ليش؟", "probability": 0.7666015625}, {"start": 1431.39, "end": 1431.61, "word": " لأنها", "probability": 0.8922526041666666}, {"start": 1431.61, "end": 1431.91, "word": " فعليا", "probability": 0.8778076171875}, {"start": 1431.91, "end": 1432.39, "word": " بتتعامل", "probability": 0.859814453125}, {"start": 1432.39, "end": 1432.57, "word": " مع", "probability": 0.89599609375}, {"start": 1432.57, "end": 1432.93, "word": " multi", "probability": 0.65625}, {"start": 1432.93, "end": 1433.43, "word": " agent", "probability": 0.52734375}, {"start": 1433.43, "end": 1434.23, "word": " احنا", "probability": 0.8798828125}, {"start": 1434.23, "end": 1434.43, "word": " فيه", "probability": 0.7362060546875}, {"start": 1434.43, "end": 1434.81, "word": " عندى", "probability": 0.713134765625}, {"start": 1434.81, "end": 1435.17, "word": " وكالاء", "probability": 0.7996826171875}, {"start": 1435.17, "end": 1435.95, "word": " مختلفين", "probability": 0.991455078125}, {"start": 1435.95, "end": 1437.57, "word": " ومتعددين", "probability": 0.8980712890625}], "temperature": 1.0}, {"id": 64, "seek": 145876, "start": 1438.34, "end": 1458.76, "text": "شركات متعددة، ناس بتنافس بعض في السوق، فيمكن البيئة هذه كانت مناسبة لحلول حاجة اللي علاقة بال games، اللي علاقة بال games فبدأت فكرة ال games واللي الحقيقة كان واضح جدا أن هذه بتتأثر بشكل كبير كل واحد من ال agent بالتاني", "tokens": [8592, 31747, 9307, 44650, 22488, 41891, 12399, 8717, 32277, 39894, 8315, 36178, 45030, 11242, 8978, 21136, 30543, 12399, 8978, 43020, 2423, 21292, 19986, 3660, 29538, 25961, 2655, 3714, 8315, 35457, 3660, 5296, 5016, 1211, 12610, 11331, 26108, 3660, 13672, 1829, 11203, 995, 28671, 20666, 2813, 12399, 13672, 1829, 11203, 995, 28671, 20666, 2813, 6156, 44510, 10721, 2655, 6156, 4117, 25720, 2423, 2813, 16070, 20292, 21542, 38436, 28671, 25961, 4032, 46958, 5016, 10874, 28259, 14739, 29538, 39894, 2655, 10721, 49115, 4724, 8592, 28820, 9122, 3555, 13546, 28242, 36764, 24401, 9154, 2423, 9461, 20666, 2655, 7649, 1829], "avg_logprob": -0.11311849307579298, "compression_ratio": 1.8309178743961352, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1438.34, "end": 1438.84, "word": "شركات", "probability": 0.9842122395833334}, {"start": 1438.84, "end": 1440.08, "word": " متعددة،", "probability": 0.9310302734375}, {"start": 1440.08, "end": 1440.58, "word": " ناس", "probability": 0.991943359375}, {"start": 1440.58, "end": 1441.08, "word": " بتنافس", "probability": 0.9622395833333334}, {"start": 1441.08, "end": 1441.36, "word": " بعض", "probability": 0.98876953125}, {"start": 1441.36, "end": 1441.5, "word": " في", "probability": 0.92724609375}, {"start": 1441.5, "end": 1442.1, "word": " السوق،", "probability": 0.91357421875}, {"start": 1442.1, "end": 1442.76, "word": " فيمكن", "probability": 0.92578125}, {"start": 1442.76, "end": 1443.72, "word": " البيئة", "probability": 0.9554443359375}, {"start": 1443.72, "end": 1444.02, "word": " هذه", "probability": 0.63330078125}, {"start": 1444.02, "end": 1444.58, "word": " كانت", "probability": 0.985107421875}, {"start": 1444.58, "end": 1446.0, "word": " مناسبة", "probability": 0.968994140625}, {"start": 1446.0, "end": 1447.74, "word": " لحلول", "probability": 0.9661865234375}, {"start": 1447.74, "end": 1448.14, "word": " حاجة", "probability": 0.9842122395833334}, {"start": 1448.14, "end": 1448.26, "word": " اللي", "probability": 0.735107421875}, {"start": 1448.26, "end": 1448.68, "word": " علاقة", "probability": 0.758056640625}, {"start": 1448.68, "end": 1448.86, "word": " بال", "probability": 0.9765625}, {"start": 1448.86, "end": 1449.62, "word": " games،", "probability": 0.587646484375}, {"start": 1449.62, "end": 1449.76, "word": " اللي", "probability": 0.92333984375}, {"start": 1449.76, "end": 1450.1, "word": " علاقة", "probability": 0.9085286458333334}, {"start": 1450.1, "end": 1450.26, "word": " بال", "probability": 0.9716796875}, {"start": 1450.26, "end": 1450.5, "word": " games", "probability": 0.9521484375}, {"start": 1450.5, "end": 1451.06, "word": " فبدأت", "probability": 0.9228515625}, {"start": 1451.06, "end": 1451.26, "word": " فكرة", "probability": 0.9899088541666666}, {"start": 1451.26, "end": 1451.48, "word": " ال", "probability": 0.96533203125}, {"start": 1451.48, "end": 1451.76, "word": " games", "probability": 0.95458984375}, {"start": 1451.76, "end": 1452.46, "word": " واللي", "probability": 0.7802734375}, {"start": 1452.46, "end": 1453.02, "word": " الحقيقة", "probability": 0.9876302083333334}, {"start": 1453.02, "end": 1454.88, "word": " كان", "probability": 0.72802734375}, {"start": 1454.88, "end": 1455.18, "word": " واضح", "probability": 0.97509765625}, {"start": 1455.18, "end": 1455.5, "word": " جدا", "probability": 0.99169921875}, {"start": 1455.5, "end": 1455.66, "word": " أن", "probability": 0.303466796875}, {"start": 1455.66, "end": 1455.84, "word": " هذه", "probability": 0.429931640625}, {"start": 1455.84, "end": 1456.42, "word": " بتتأثر", "probability": 0.8607177734375}, {"start": 1456.42, "end": 1456.78, "word": " بشكل", "probability": 0.94287109375}, {"start": 1456.78, "end": 1457.06, "word": " كبير", "probability": 0.9954427083333334}, {"start": 1457.06, "end": 1457.26, "word": " كل", "probability": 0.978515625}, {"start": 1457.26, "end": 1457.54, "word": " واحد", "probability": 0.995849609375}, {"start": 1457.54, "end": 1457.7, "word": " من", "probability": 0.98681640625}, {"start": 1457.7, "end": 1457.82, "word": " ال", "probability": 0.9912109375}, {"start": 1457.82, "end": 1458.12, "word": " agent", "probability": 0.9013671875}, {"start": 1458.12, "end": 1458.76, "word": " بالتاني", "probability": 0.90869140625}], "temperature": 1.0}, {"id": 65, "seek": 148028, "start": 1459.3, "end": 1480.28, "text": "سواء .. و .. و .. يعني خلّيني أقول بتأثره بشكل واضح، significant effect، significant effect هذه مش مضرورة أن نكون خصومة زي ما احنا فاهمينها، لأ هي ممكن يكون بغض النظر أنه والله يمكن بيأثر عليها ك cooperative بشكل تعاوني، أنه ممكن نتعاون شركتين مع بعض ويرفعوا مع بعض", "tokens": [3794, 2407, 16606, 4386, 4032, 4386, 4032, 4386, 37495, 22653, 16490, 1211, 11703, 9957, 1829, 5551, 39648, 39894, 10721, 49115, 3224, 4724, 8592, 28820, 4032, 46958, 5016, 12399, 4776, 1802, 12399, 4776, 1802, 29538, 37893, 3714, 11242, 2288, 13063, 3660, 14739, 8717, 30544, 16490, 9381, 20498, 3660, 30767, 1829, 19446, 1975, 5016, 8315, 6156, 995, 16095, 9957, 11296, 12399, 5296, 10721, 39896, 3714, 43020, 7251, 30544, 4724, 17082, 11242, 28239, 19913, 2288, 14739, 3224, 16070, 43761, 7251, 43020, 4724, 1829, 10721, 49115, 25894, 11296, 9122, 31772, 4724, 8592, 28820, 37279, 995, 11536, 1829, 12399, 14739, 3224, 3714, 43020, 8717, 2655, 3615, 995, 11536, 13412, 31747, 2655, 9957, 20449, 45030, 11242, 4032, 13546, 5172, 3615, 14407, 20449, 45030, 11242], "avg_logprob": -0.18001575154416702, "compression_ratio": 1.6862745098039216, "no_speech_prob": 1.7881393432617188e-06, "words": [{"start": 1459.3, "end": 1459.84, "word": "سواء", "probability": 0.95947265625}, {"start": 1459.84, "end": 1460.22, "word": " ..", "probability": 0.301025390625}, {"start": 1460.22, "end": 1460.6, "word": " و", "probability": 0.53515625}, {"start": 1460.6, "end": 1460.6, "word": " ..", "probability": 0.671875}, {"start": 1460.6, "end": 1460.7, "word": " و", "probability": 0.88916015625}, {"start": 1460.7, "end": 1460.84, "word": " ..", "probability": 0.67822265625}, {"start": 1460.84, "end": 1461.58, "word": " يعني", "probability": 0.72314453125}, {"start": 1461.58, "end": 1462.12, "word": " خلّيني", "probability": 0.81162109375}, {"start": 1462.12, "end": 1462.28, "word": " أقول", "probability": 0.787841796875}, {"start": 1462.28, "end": 1462.92, "word": " بتأثره", "probability": 0.765869140625}, {"start": 1462.92, "end": 1463.44, "word": " بشكل", "probability": 0.99267578125}, {"start": 1463.44, "end": 1464.4, "word": " واضح،", "probability": 0.815185546875}, {"start": 1464.4, "end": 1464.78, "word": " significant", "probability": 0.76513671875}, {"start": 1464.78, "end": 1465.68, "word": " effect،", "probability": 0.649169921875}, {"start": 1465.68, "end": 1466.12, "word": " significant", "probability": 0.83935546875}, {"start": 1466.12, "end": 1466.72, "word": " effect", "probability": 0.95947265625}, {"start": 1466.72, "end": 1467.04, "word": " هذه", "probability": 0.64013671875}, {"start": 1467.04, "end": 1467.34, "word": " مش", "probability": 0.9384765625}, {"start": 1467.34, "end": 1467.74, "word": " مضرورة", "probability": 0.76796875}, {"start": 1467.74, "end": 1467.96, "word": " أن", "probability": 0.630859375}, {"start": 1467.96, "end": 1468.2, "word": " نكون", "probability": 0.6871337890625}, {"start": 1468.2, "end": 1468.76, "word": " خصومة", "probability": 0.9815673828125}, {"start": 1468.76, "end": 1469.46, "word": " زي", "probability": 0.756103515625}, {"start": 1469.46, "end": 1469.52, "word": " ما", "probability": 0.984375}, {"start": 1469.52, "end": 1469.66, "word": " احنا", "probability": 0.8240559895833334}, {"start": 1469.66, "end": 1470.48, "word": " فاهمينها،", "probability": 0.9524739583333334}, {"start": 1470.48, "end": 1470.6, "word": " لأ", "probability": 0.968505859375}, {"start": 1470.6, "end": 1470.72, "word": " هي", "probability": 0.75732421875}, {"start": 1470.72, "end": 1471.0, "word": " ممكن", "probability": 0.99365234375}, {"start": 1471.0, "end": 1471.34, "word": " يكون", "probability": 0.95556640625}, {"start": 1471.34, "end": 1472.06, "word": " بغض", "probability": 0.85791015625}, {"start": 1472.06, "end": 1472.4, "word": " النظر", "probability": 0.9928385416666666}, {"start": 1472.4, "end": 1472.58, "word": " أنه", "probability": 0.5146484375}, {"start": 1472.58, "end": 1472.84, "word": " والله", "probability": 0.8349609375}, {"start": 1472.84, "end": 1473.18, "word": " يمكن", "probability": 0.973876953125}, {"start": 1473.18, "end": 1473.68, "word": " بيأثر", "probability": 0.95166015625}, {"start": 1473.68, "end": 1474.18, "word": " عليها", "probability": 0.6748046875}, {"start": 1474.18, "end": 1474.64, "word": " ك", "probability": 0.99462890625}, {"start": 1474.64, "end": 1475.56, "word": " cooperative", "probability": 0.7998046875}, {"start": 1475.56, "end": 1476.72, "word": " بشكل", "probability": 0.9676106770833334}, {"start": 1476.72, "end": 1477.6, "word": " تعاوني،", "probability": 0.965234375}, {"start": 1477.6, "end": 1477.74, "word": " أنه", "probability": 0.4991455078125}, {"start": 1477.74, "end": 1477.88, "word": " ممكن", "probability": 0.91650390625}, {"start": 1477.88, "end": 1478.34, "word": " نتعاون", "probability": 0.98369140625}, {"start": 1478.34, "end": 1478.84, "word": " شركتين", "probability": 0.8604736328125}, {"start": 1478.84, "end": 1478.96, "word": " مع", "probability": 0.99560546875}, {"start": 1478.96, "end": 1479.24, "word": " بعض", "probability": 0.996337890625}, {"start": 1479.24, "end": 1479.78, "word": " ويرفعوا", "probability": 0.95341796875}, {"start": 1479.78, "end": 1479.92, "word": " مع", "probability": 0.99658203125}, {"start": 1479.92, "end": 1480.28, "word": " بعض", "probability": 0.997314453125}], "temperature": 1.0}, {"id": 66, "seek": 151047, "start": 1481.13, "end": 1510.47, "text": "أو competitive تنافسي تنافسي فإذا حتى فكرة الشغل في ال games قد تكون فيها تعاونية أحيانا بالضبط زي الناس اللي بلعبوا مع بعض في ال games في ألعاب مثلا إيش بيسموها؟ زي الشدة أحيانا ممكن يكونوا اتنين شرايك أو حاجة زي هيك فهدولة بيكون في تعاونية بينهم وتنافسية مع الأطراف الأخرى فإذا في فكرة مختلفة عن اللي كنا نحكي سابقا", "tokens": [10721, 2407, 10043, 6055, 8315, 36178, 1829, 6055, 8315, 36178, 1829, 6156, 28814, 15730, 11331, 49975, 6156, 4117, 25720, 25124, 17082, 1211, 8978, 2423, 2813, 12174, 3215, 6055, 30544, 8978, 11296, 37279, 995, 11536, 10632, 5551, 5016, 1829, 7649, 995, 20666, 11242, 3555, 9566, 30767, 1829, 2423, 8315, 3794, 13672, 1829, 4724, 1211, 3615, 3555, 14407, 20449, 45030, 11242, 8978, 2423, 2813, 8978, 5551, 1211, 3615, 16758, 50113, 15040, 11933, 1829, 8592, 4724, 1829, 38251, 2407, 11296, 22807, 30767, 1829, 25124, 41891, 5551, 5016, 1829, 7649, 995, 3714, 43020, 7251, 30544, 14407, 1975, 2655, 1863, 9957, 13412, 23557, 1829, 4117, 34051, 11331, 26108, 3660, 30767, 1829, 39896, 4117, 6156, 3224, 3215, 12610, 3660, 4724, 1829, 30544, 8978, 37279, 995, 11536, 10632, 49374, 16095, 34683, 8315, 36178, 10632, 20449, 16247, 9566, 23557, 5172, 16247, 34740, 7578, 6156, 28814, 15730, 8978, 6156, 4117, 25720, 3714, 46456, 46538, 3660, 18871, 13672, 1829, 9122, 8315, 8717, 5016, 4117, 1829, 8608, 16758, 4587, 995], "avg_logprob": -0.08569336007349193, "compression_ratio": 1.943859649122807, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 1481.13, "end": 1481.53, "word": "أو", "probability": 0.855224609375}, {"start": 1481.53, "end": 1482.73, "word": " competitive", "probability": 0.84765625}, {"start": 1482.73, "end": 1483.61, "word": " تنافسي", "probability": 0.9102783203125}, {"start": 1483.61, "end": 1484.65, "word": " تنافسي", "probability": 0.82086181640625}, {"start": 1484.65, "end": 1485.23, "word": " فإذا", "probability": 0.80322265625}, {"start": 1485.23, "end": 1486.17, "word": " حتى", "probability": 0.935791015625}, {"start": 1486.17, "end": 1486.63, "word": " فكرة", "probability": 0.9715169270833334}, {"start": 1486.63, "end": 1488.11, "word": " الشغل", "probability": 0.9134114583333334}, {"start": 1488.11, "end": 1488.21, "word": " في", "probability": 0.97021484375}, {"start": 1488.21, "end": 1488.33, "word": " ال", "probability": 0.9580078125}, {"start": 1488.33, "end": 1488.61, "word": " games", "probability": 0.9140625}, {"start": 1488.61, "end": 1488.91, "word": " قد", "probability": 0.987548828125}, {"start": 1488.91, "end": 1489.19, "word": " تكون", "probability": 0.989013671875}, {"start": 1489.19, "end": 1489.43, "word": " فيها", "probability": 0.9775390625}, {"start": 1489.43, "end": 1490.01, "word": " تعاونية", "probability": 0.9639892578125}, {"start": 1490.01, "end": 1490.53, "word": " أحيانا", "probability": 0.98125}, {"start": 1490.53, "end": 1492.09, "word": " بالضبط", "probability": 0.8946533203125}, {"start": 1492.09, "end": 1492.63, "word": " زي", "probability": 0.9404296875}, {"start": 1492.63, "end": 1492.85, "word": " الناس", "probability": 0.9886067708333334}, {"start": 1492.85, "end": 1492.97, "word": " اللي", "probability": 0.97314453125}, {"start": 1492.97, "end": 1493.27, "word": " بلعبوا", "probability": 0.89189453125}, {"start": 1493.27, "end": 1493.39, "word": " مع", "probability": 0.99365234375}, {"start": 1493.39, "end": 1493.65, "word": " بعض", "probability": 0.995849609375}, {"start": 1493.65, "end": 1493.79, "word": " في", "probability": 0.96630859375}, {"start": 1493.79, "end": 1493.91, "word": " ال", "probability": 0.96875}, {"start": 1493.91, "end": 1494.19, "word": " games", "probability": 0.9521484375}, {"start": 1494.19, "end": 1494.75, "word": " في", "probability": 0.87353515625}, {"start": 1494.75, "end": 1495.09, "word": " ألعاب", "probability": 0.971923828125}, {"start": 1495.09, "end": 1495.59, "word": " مثلا", "probability": 0.98974609375}, {"start": 1495.59, "end": 1496.41, "word": " إيش", "probability": 0.7307942708333334}, {"start": 1496.41, "end": 1496.79, "word": " بيسموها؟", "probability": 0.7920735677083334}, {"start": 1496.79, "end": 1496.91, "word": " زي", "probability": 0.96728515625}, {"start": 1496.91, "end": 1497.33, "word": " الشدة", "probability": 0.68212890625}, {"start": 1497.33, "end": 1498.09, "word": " أحيانا", "probability": 0.966015625}, {"start": 1498.09, "end": 1498.29, "word": " ممكن", "probability": 0.874267578125}, {"start": 1498.29, "end": 1498.57, "word": " يكونوا", "probability": 0.9716796875}, {"start": 1498.57, "end": 1498.77, "word": " اتنين", "probability": 0.8936767578125}, {"start": 1498.77, "end": 1499.13, "word": " شرايك", "probability": 0.9095458984375}, {"start": 1499.13, "end": 1499.27, "word": " أو", "probability": 0.78271484375}, {"start": 1499.27, "end": 1499.49, "word": " حاجة", "probability": 0.9962565104166666}, {"start": 1499.49, "end": 1499.67, "word": " زي", "probability": 0.99267578125}, {"start": 1499.67, "end": 1499.93, "word": " هيك", "probability": 0.96044921875}, {"start": 1499.93, "end": 1500.85, "word": " فهدولة", "probability": 0.91533203125}, {"start": 1500.85, "end": 1501.71, "word": " بيكون", "probability": 0.9539388020833334}, {"start": 1501.71, "end": 1501.89, "word": " في", "probability": 0.92333984375}, {"start": 1501.89, "end": 1502.67, "word": " تعاونية", "probability": 0.982177734375}, {"start": 1502.67, "end": 1503.15, "word": " بينهم", "probability": 0.988525390625}, {"start": 1503.15, "end": 1503.91, "word": " وتنافسية", "probability": 0.8603515625}, {"start": 1503.91, "end": 1504.03, "word": " مع", "probability": 0.9921875}, {"start": 1504.03, "end": 1504.41, "word": " الأطراف", "probability": 0.96630859375}, {"start": 1504.41, "end": 1504.97, "word": " الأخرى", "probability": 0.9812825520833334}, {"start": 1504.97, "end": 1505.61, "word": " فإذا", "probability": 0.966796875}, {"start": 1505.61, "end": 1506.75, "word": " في", "probability": 0.92138671875}, {"start": 1506.75, "end": 1507.91, "word": " فكرة", "probability": 0.9869791666666666}, {"start": 1507.91, "end": 1508.73, "word": " مختلفة", "probability": 0.994140625}, {"start": 1508.73, "end": 1508.99, "word": " عن", "probability": 0.94921875}, {"start": 1508.99, "end": 1509.39, "word": " اللي", "probability": 0.960693359375}, {"start": 1509.39, "end": 1509.59, "word": " كنا", "probability": 0.994384765625}, {"start": 1509.59, "end": 1509.95, "word": " نحكي", "probability": 0.992919921875}, {"start": 1509.95, "end": 1510.47, "word": " سابقا", "probability": 0.9666748046875}], "temperature": 1.0}, {"id": 67, "seek": 153604, "start": 1510.7, "end": 1536.04, "text": "هنا في اشي واضح انه لازم ناخد بالنا منه كويس هذا كله لازم ناخد بالنا منه في حل اي مشكلة وهذا واضح انه بيخلي اي مشكلة عندى very hard to be solved traditionally زي الطرق اللي احنا أخدناها بشكل تقليدي لأ هنروح لل adversarial search اللي هي ان اي player wins اكيد اكيد اكيد في واحد في المقابل", "tokens": [3224, 8315, 8978, 1975, 8592, 1829, 4032, 46958, 5016, 16472, 3224, 5296, 31377, 2304, 8717, 47283, 3215, 20666, 8315, 9154, 3224, 9122, 45865, 3794, 23758, 28242, 3224, 5296, 31377, 2304, 8717, 47283, 3215, 20666, 8315, 9154, 3224, 8978, 11331, 1211, 1975, 1829, 37893, 28820, 3660, 37037, 15730, 4032, 46958, 5016, 16472, 3224, 4724, 1829, 9778, 20292, 1975, 1829, 37893, 28820, 3660, 43242, 7578, 588, 1152, 281, 312, 13041, 19067, 30767, 1829, 41950, 2288, 4587, 13672, 1829, 1975, 5016, 8315, 5551, 9778, 3215, 8315, 11296, 4724, 8592, 28820, 6055, 4587, 20292, 16254, 5296, 10721, 8032, 1863, 32887, 5016, 24976, 17641, 44745, 3164, 13672, 1829, 39896, 16472, 1975, 1829, 4256, 10641, 1975, 4117, 25708, 1975, 4117, 25708, 1975, 4117, 25708, 8978, 36764, 24401, 8978, 9673, 4587, 16758, 1211], "avg_logprob": -0.1192175232049987, "compression_ratio": 1.8514056224899598, "no_speech_prob": 7.152557373046875e-07, "words": [{"start": 1510.7, "end": 1511.2, "word": "هنا", "probability": 0.955810546875}, {"start": 1511.2, "end": 1511.36, "word": " في", "probability": 0.8330078125}, {"start": 1511.36, "end": 1511.72, "word": " اشي", "probability": 0.768310546875}, {"start": 1511.72, "end": 1512.16, "word": " واضح", "probability": 0.9889322916666666}, {"start": 1512.16, "end": 1512.34, "word": " انه", "probability": 0.75341796875}, {"start": 1512.34, "end": 1512.5, "word": " لازم", "probability": 0.98779296875}, {"start": 1512.5, "end": 1512.74, "word": " ناخد", "probability": 0.9899088541666666}, {"start": 1512.74, "end": 1513.04, "word": " بالنا", "probability": 0.980712890625}, {"start": 1513.04, "end": 1513.36, "word": " منه", "probability": 0.993896484375}, {"start": 1513.36, "end": 1514.08, "word": " كويس", "probability": 0.788330078125}, {"start": 1514.08, "end": 1514.5, "word": " هذا", "probability": 0.51025390625}, {"start": 1514.5, "end": 1514.82, "word": " كله", "probability": 0.981201171875}, {"start": 1514.82, "end": 1515.04, "word": " لازم", "probability": 0.9910481770833334}, {"start": 1515.04, "end": 1515.3, "word": " ناخد", "probability": 0.9962565104166666}, {"start": 1515.3, "end": 1515.72, "word": " بالنا", "probability": 0.992431640625}, {"start": 1515.72, "end": 1516.1, "word": " منه", "probability": 0.995849609375}, {"start": 1516.1, "end": 1516.58, "word": " في", "probability": 0.7587890625}, {"start": 1516.58, "end": 1517.02, "word": " حل", "probability": 0.95556640625}, {"start": 1517.02, "end": 1517.26, "word": " اي", "probability": 0.76953125}, {"start": 1517.26, "end": 1517.86, "word": " مشكلة", "probability": 0.978515625}, {"start": 1517.86, "end": 1518.66, "word": " وهذا", "probability": 0.6602783203125}, {"start": 1518.66, "end": 1519.08, "word": " واضح", "probability": 0.9601236979166666}, {"start": 1519.08, "end": 1519.24, "word": " انه", "probability": 0.939208984375}, {"start": 1519.24, "end": 1519.6, "word": " بيخلي", "probability": 0.8765869140625}, {"start": 1519.6, "end": 1519.8, "word": " اي", "probability": 0.949462890625}, {"start": 1519.8, "end": 1520.16, "word": " مشكلة", "probability": 0.9833984375}, {"start": 1520.16, "end": 1520.5, "word": " عندى", "probability": 0.8330078125}, {"start": 1520.5, "end": 1520.94, "word": " very", "probability": 0.85009765625}, {"start": 1520.94, "end": 1521.34, "word": " hard", "probability": 0.91455078125}, {"start": 1521.34, "end": 1521.68, "word": " to", "probability": 0.9482421875}, {"start": 1521.68, "end": 1521.88, "word": " be", "probability": 0.912109375}, {"start": 1521.88, "end": 1522.38, "word": " solved", "probability": 0.88720703125}, {"start": 1522.38, "end": 1524.0, "word": " traditionally", "probability": 0.755859375}, {"start": 1524.0, "end": 1524.24, "word": " زي", "probability": 0.6661376953125}, {"start": 1524.24, "end": 1524.78, "word": " الطرق", "probability": 0.7913411458333334}, {"start": 1524.78, "end": 1524.86, "word": " اللي", "probability": 0.826904296875}, {"start": 1524.86, "end": 1525.0, "word": " احنا", "probability": 0.93115234375}, {"start": 1525.0, "end": 1525.32, "word": " أخدناها", "probability": 0.8783203125}, {"start": 1525.32, "end": 1525.56, "word": " بشكل", "probability": 0.9298502604166666}, {"start": 1525.56, "end": 1526.02, "word": " تقليدي", "probability": 0.9775390625}, {"start": 1526.02, "end": 1526.54, "word": " لأ", "probability": 0.901123046875}, {"start": 1526.54, "end": 1526.92, "word": " هنروح", "probability": 0.94287109375}, {"start": 1526.92, "end": 1527.04, "word": " لل", "probability": 0.90185546875}, {"start": 1527.04, "end": 1527.68, "word": " adversarial", "probability": 0.93017578125}, {"start": 1527.68, "end": 1528.54, "word": " search", "probability": 0.97412109375}, {"start": 1528.54, "end": 1528.98, "word": " اللي", "probability": 0.72314453125}, {"start": 1528.98, "end": 1529.28, "word": " هي", "probability": 0.89208984375}, {"start": 1529.28, "end": 1529.76, "word": " ان", "probability": 0.814453125}, {"start": 1529.76, "end": 1530.12, "word": " اي", "probability": 0.8740234375}, {"start": 1530.12, "end": 1530.54, "word": " player", "probability": 0.97412109375}, {"start": 1530.54, "end": 1531.48, "word": " wins", "probability": 0.86279296875}, {"start": 1531.48, "end": 1532.32, "word": " اكيد", "probability": 0.9166666666666666}, {"start": 1532.32, "end": 1533.5, "word": " اكيد", "probability": 0.85205078125}, {"start": 1533.5, "end": 1534.12, "word": " اكيد", "probability": 0.97314453125}, {"start": 1534.12, "end": 1534.46, "word": " في", "probability": 0.79345703125}, {"start": 1534.46, "end": 1535.04, "word": " واحد", "probability": 0.988037109375}, {"start": 1535.04, "end": 1535.34, "word": " في", "probability": 0.955078125}, {"start": 1535.34, "end": 1536.04, "word": " المقابل", "probability": 0.9949951171875}], "temperature": 1.0}, {"id": 68, "seek": 156499, "start": 1537.19, "end": 1564.99, "text": "loser أكيد مدام فيه فائز معناته لازم فيه خسرا فالفكرة بتعتمد بشكل أساسي انا كيف ممكن أزود فرص فوزي و الطرف الآخر او لو انا بدي احط حالي مكان الطرف الآخر لأ انا بدي اقلل فرص فوز الشخص الآخر او الخصم اذا قللت فرص فوزه معناته انا بجربه للخسارة مجرد انه خسر معناته انا فوزت", "tokens": [9389, 260, 5551, 4117, 25708, 3714, 3215, 10943, 8978, 3224, 6156, 16373, 11622, 20449, 8315, 47395, 5296, 31377, 2304, 8978, 3224, 16490, 3794, 23557, 6156, 6027, 5172, 4117, 25720, 39894, 34268, 2304, 3215, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 1975, 8315, 9122, 33911, 3714, 43020, 5551, 11622, 23328, 6156, 2288, 9381, 6156, 2407, 11622, 1829, 4032, 41950, 28480, 6024, 95, 34740, 1975, 2407, 45164, 1975, 8315, 4724, 16254, 1975, 5016, 9566, 11331, 6027, 1829, 3714, 41361, 41950, 28480, 6024, 95, 34740, 5296, 10721, 1975, 8315, 4724, 16254, 1975, 4587, 1211, 1211, 6156, 2288, 9381, 6156, 2407, 11622, 25124, 9778, 9381, 6024, 95, 34740, 1975, 2407, 33962, 9381, 2304, 1975, 15730, 12174, 1211, 1211, 2655, 6156, 2288, 9381, 6156, 2407, 11622, 3224, 20449, 8315, 47395, 1975, 8315, 4724, 7435, 25513, 3224, 24976, 9778, 3794, 9640, 3660, 3714, 7435, 2288, 3215, 16472, 3224, 16490, 3794, 2288, 20449, 8315, 47395, 1975, 8315, 6156, 2407, 11622, 2655], "avg_logprob": -0.12872983755603915, "compression_ratio": 2.138392857142857, "no_speech_prob": 1.0013580322265625e-05, "words": [{"start": 1537.19, "end": 1537.73, "word": "loser", "probability": 0.6636962890625}, {"start": 1537.73, "end": 1538.97, "word": " أكيد", "probability": 0.8216959635416666}, {"start": 1538.97, "end": 1539.45, "word": " مدام", "probability": 0.5730794270833334}, {"start": 1539.45, "end": 1539.67, "word": " فيه", "probability": 0.77001953125}, {"start": 1539.67, "end": 1539.93, "word": " فائز", "probability": 0.9443359375}, {"start": 1539.93, "end": 1540.27, "word": " معناته", "probability": 0.9108072916666666}, {"start": 1540.27, "end": 1540.57, "word": " لازم", "probability": 0.9918619791666666}, {"start": 1540.57, "end": 1540.95, "word": " فيه", "probability": 0.910400390625}, {"start": 1540.95, "end": 1541.43, "word": " خسرا", "probability": 0.953125}, {"start": 1541.43, "end": 1542.23, "word": " فالفكرة", "probability": 0.8505859375}, {"start": 1542.23, "end": 1542.67, "word": " بتعتمد", "probability": 0.9761962890625}, {"start": 1542.67, "end": 1543.09, "word": " بشكل", "probability": 0.92236328125}, {"start": 1543.09, "end": 1543.95, "word": " أساسي", "probability": 0.9571533203125}, {"start": 1543.95, "end": 1544.99, "word": " انا", "probability": 0.677490234375}, {"start": 1544.99, "end": 1545.17, "word": " كيف", "probability": 0.9833984375}, {"start": 1545.17, "end": 1545.39, "word": " ممكن", "probability": 0.985595703125}, {"start": 1545.39, "end": 1545.85, "word": " أزود", "probability": 0.81201171875}, {"start": 1545.85, "end": 1546.45, "word": " فرص", "probability": 0.9944661458333334}, {"start": 1546.45, "end": 1547.19, "word": " فوزي", "probability": 0.97607421875}, {"start": 1547.19, "end": 1548.41, "word": " و", "probability": 0.646484375}, {"start": 1548.41, "end": 1549.03, "word": " الطرف", "probability": 0.584228515625}, {"start": 1549.03, "end": 1549.39, "word": " الآخر", "probability": 0.9391276041666666}, {"start": 1549.39, "end": 1549.53, "word": " او", "probability": 0.767822265625}, {"start": 1549.53, "end": 1549.87, "word": " لو", "probability": 0.9306640625}, {"start": 1549.87, "end": 1550.05, "word": " انا", "probability": 0.8349609375}, {"start": 1550.05, "end": 1550.23, "word": " بدي", "probability": 0.7626953125}, {"start": 1550.23, "end": 1550.79, "word": " احط", "probability": 0.8212890625}, {"start": 1550.79, "end": 1551.07, "word": " حالي", "probability": 0.8291015625}, {"start": 1551.07, "end": 1551.21, "word": " مكان", "probability": 0.962158203125}, {"start": 1551.21, "end": 1551.51, "word": " الطرف", "probability": 0.98681640625}, {"start": 1551.51, "end": 1551.87, "word": " الآخر", "probability": 0.9051106770833334}, {"start": 1551.87, "end": 1552.09, "word": " لأ", "probability": 0.919921875}, {"start": 1552.09, "end": 1552.23, "word": " انا", "probability": 0.79638671875}, {"start": 1552.23, "end": 1552.51, "word": " بدي", "probability": 0.96826171875}, {"start": 1552.51, "end": 1553.25, "word": " اقلل", "probability": 0.8541259765625}, {"start": 1553.25, "end": 1553.75, "word": " فرص", "probability": 0.9967447916666666}, {"start": 1553.75, "end": 1554.57, "word": " فوز", "probability": 0.9930013020833334}, {"start": 1554.57, "end": 1555.67, "word": " الشخص", "probability": 0.9900716145833334}, {"start": 1555.67, "end": 1556.11, "word": " الآخر", "probability": 0.9469401041666666}, {"start": 1556.11, "end": 1556.97, "word": " او", "probability": 0.886962890625}, {"start": 1556.97, "end": 1558.49, "word": " الخصم", "probability": 0.8277994791666666}, {"start": 1558.49, "end": 1559.25, "word": " اذا", "probability": 0.7431640625}, {"start": 1559.25, "end": 1560.01, "word": " قللت", "probability": 0.9891357421875}, {"start": 1560.01, "end": 1560.25, "word": " فرص", "probability": 0.998046875}, {"start": 1560.25, "end": 1560.81, "word": " فوزه", "probability": 0.9873046875}, {"start": 1560.81, "end": 1561.73, "word": " معناته", "probability": 0.9568684895833334}, {"start": 1561.73, "end": 1561.89, "word": " انا", "probability": 0.807861328125}, {"start": 1561.89, "end": 1562.37, "word": " بجربه", "probability": 0.988525390625}, {"start": 1562.37, "end": 1563.15, "word": " للخسارة", "probability": 0.95546875}, {"start": 1563.15, "end": 1563.73, "word": " مجرد", "probability": 0.969970703125}, {"start": 1563.73, "end": 1563.91, "word": " انه", "probability": 0.77685546875}, {"start": 1563.91, "end": 1564.21, "word": " خسر", "probability": 0.97998046875}, {"start": 1564.21, "end": 1564.47, "word": " معناته", "probability": 0.98291015625}, {"start": 1564.47, "end": 1564.61, "word": " انا", "probability": 0.7403564453125}, {"start": 1564.61, "end": 1564.99, "word": " فوزت", "probability": 0.9925537109375}], "temperature": 1.0}, {"id": 69, "seek": 157603, "start": 1565.59, "end": 1576.03, "text": "هذه الفكرة مجرد ان هو فزت معناته انا .. هو خسر معناته انا فزت فهي المنطقية مش بالضروري ان انا بدي افوز حالي بس لأ هي ممكن تأخذ استراتيجيا بشكل مختلف", "tokens": [3224, 24192, 27188, 4117, 25720, 3714, 7435, 2288, 3215, 16472, 31439, 6156, 11622, 2655, 20449, 8315, 47395, 1975, 8315, 4386, 31439, 16490, 3794, 2288, 20449, 8315, 47395, 1975, 8315, 6156, 11622, 2655, 6156, 3224, 1829, 9673, 1863, 9566, 4587, 10632, 37893, 20666, 11242, 2288, 13063, 1829, 16472, 1975, 8315, 4724, 16254, 1975, 5172, 2407, 11622, 11331, 6027, 1829, 4724, 3794, 5296, 10721, 39896, 3714, 43020, 6055, 10721, 9778, 8848, 44713, 2288, 9307, 1829, 7435, 25528, 4724, 8592, 28820, 3714, 46456, 46538], "avg_logprob": -0.14519817618335165, "compression_ratio": 1.7483443708609272, "no_speech_prob": 1.0728836059570312e-06, "words": [{"start": 1565.59, "end": 1565.83, "word": "هذه", "probability": 0.903564453125}, {"start": 1565.83, "end": 1566.17, "word": " الفكرة", "probability": 0.9894205729166666}, {"start": 1566.17, "end": 1567.01, "word": " مجرد", "probability": 0.891845703125}, {"start": 1567.01, "end": 1567.11, "word": " ان", "probability": 0.1915283203125}, {"start": 1567.11, "end": 1567.23, "word": " هو", "probability": 0.75830078125}, {"start": 1567.23, "end": 1567.63, "word": " فزت", "probability": 0.8668619791666666}, {"start": 1567.63, "end": 1567.97, "word": " معناته", "probability": 0.7724609375}, {"start": 1567.97, "end": 1568.27, "word": " انا", "probability": 0.827880859375}, {"start": 1568.27, "end": 1568.49, "word": " ..", "probability": 0.53515625}, {"start": 1568.49, "end": 1568.83, "word": " هو", "probability": 0.91796875}, {"start": 1568.83, "end": 1569.13, "word": " خسر", "probability": 0.9576822916666666}, {"start": 1569.13, "end": 1569.39, "word": " معناته", "probability": 0.97314453125}, {"start": 1569.39, "end": 1569.49, "word": " انا", "probability": 0.7685546875}, {"start": 1569.49, "end": 1569.83, "word": " فزت", "probability": 0.9855143229166666}, {"start": 1569.83, "end": 1570.35, "word": " فهي", "probability": 0.908203125}, {"start": 1570.35, "end": 1570.89, "word": " المنطقية", "probability": 0.97275390625}, {"start": 1570.89, "end": 1571.01, "word": " مش", "probability": 0.9833984375}, {"start": 1571.01, "end": 1571.49, "word": " بالضروري", "probability": 0.953515625}, {"start": 1571.49, "end": 1571.55, "word": " ان", "probability": 0.85009765625}, {"start": 1571.55, "end": 1571.95, "word": " انا", "probability": 0.8466796875}, {"start": 1571.95, "end": 1572.47, "word": " بدي", "probability": 0.85693359375}, {"start": 1572.47, "end": 1572.79, "word": " افوز", "probability": 0.96044921875}, {"start": 1572.79, "end": 1573.07, "word": " حالي", "probability": 0.978515625}, {"start": 1573.07, "end": 1573.43, "word": " بس", "probability": 0.995849609375}, {"start": 1573.43, "end": 1574.03, "word": " لأ", "probability": 0.752197265625}, {"start": 1574.03, "end": 1574.17, "word": " هي", "probability": 0.8759765625}, {"start": 1574.17, "end": 1574.45, "word": " ممكن", "probability": 0.990966796875}, {"start": 1574.45, "end": 1574.87, "word": " تأخذ", "probability": 0.8660888671875}, {"start": 1574.87, "end": 1575.31, "word": " استراتيجيا", "probability": 0.79364013671875}, {"start": 1575.31, "end": 1575.57, "word": " بشكل", "probability": 0.9921875}, {"start": 1575.57, "end": 1576.03, "word": " مختلف", "probability": 0.9964192708333334}], "temperature": 1.0}, {"id": 70, "seek": 160532, "start": 1576.9, "end": 1605.32, "text": "كيف انا ممكن اخسر اللي قدامي لأن هذا معنى ان انا فوزت تمام ال game three بتعتمد على two player مش على واحد فبدوا يكون فيه دورين فيه level ل X و level ل O لو بنتكلم عن X O مثلا بدوا يكون في هذا level و هذا level و بنعمل بناء عليها ال three اما ال three مش انا بجيّرها لحالي ان والله انا بعملها كلها لأ اكيد لأ هتكون طبعا deterministic", "tokens": [4117, 33911, 1975, 8315, 3714, 43020, 1975, 9778, 3794, 2288, 13672, 1829, 12174, 3215, 10943, 1829, 5296, 33456, 23758, 20449, 1863, 7578, 16472, 1975, 8315, 6156, 2407, 11622, 2655, 46811, 10943, 2423, 1216, 1045, 39894, 34268, 2304, 3215, 15844, 732, 4256, 37893, 15844, 36764, 24401, 6156, 44510, 14407, 7251, 30544, 8978, 3224, 11778, 13063, 9957, 8978, 3224, 1496, 5296, 1783, 4032, 1496, 5296, 422, 45164, 44945, 2655, 4117, 19528, 18871, 1783, 422, 50113, 15040, 47525, 14407, 7251, 30544, 8978, 23758, 1496, 4032, 23758, 1496, 4032, 44945, 25957, 1211, 44945, 16606, 25894, 11296, 2423, 1045, 1975, 15042, 2423, 1045, 37893, 1975, 8315, 4724, 7435, 1829, 11703, 2288, 11296, 5296, 5016, 6027, 1829, 16472, 16070, 43761, 1975, 8315, 4724, 25957, 1211, 11296, 28242, 11296, 5296, 10721, 1975, 4117, 25708, 5296, 10721, 8032, 2655, 30544, 23032, 3555, 3615, 995, 15957, 3142], "avg_logprob": -0.19570593482298818, "compression_ratio": 1.8692579505300353, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 1576.9, "end": 1577.2, "word": "كيف", "probability": 0.958251953125}, {"start": 1577.2, "end": 1577.36, "word": " انا", "probability": 0.7271728515625}, {"start": 1577.36, "end": 1577.6, "word": " ممكن", "probability": 0.98486328125}, {"start": 1577.6, "end": 1578.12, "word": " اخسر", "probability": 0.9139404296875}, {"start": 1578.12, "end": 1578.26, "word": " اللي", "probability": 0.8369140625}, {"start": 1578.26, "end": 1578.72, "word": " قدامي", "probability": 0.962158203125}, {"start": 1578.72, "end": 1579.1, "word": " لأن", "probability": 0.57421875}, {"start": 1579.1, "end": 1579.34, "word": " هذا", "probability": 0.79296875}, {"start": 1579.34, "end": 1580.16, "word": " معنى", "probability": 0.8841145833333334}, {"start": 1580.16, "end": 1580.3, "word": " ان", "probability": 0.57421875}, {"start": 1580.3, "end": 1580.38, "word": " انا", "probability": 0.911376953125}, {"start": 1580.38, "end": 1580.82, "word": " فوزت", "probability": 0.94091796875}, {"start": 1580.82, "end": 1581.54, "word": " تمام", "probability": 0.88330078125}, {"start": 1581.54, "end": 1582.86, "word": " ال", "probability": 0.91162109375}, {"start": 1582.86, "end": 1583.22, "word": " game", "probability": 0.91162109375}, {"start": 1583.22, "end": 1584.5, "word": " three", "probability": 0.227783203125}, {"start": 1584.5, "end": 1585.06, "word": " بتعتمد", "probability": 0.94091796875}, {"start": 1585.06, "end": 1585.26, "word": " على", "probability": 0.853515625}, {"start": 1585.26, "end": 1585.64, "word": " two", "probability": 0.8896484375}, {"start": 1585.64, "end": 1586.0, "word": " player", "probability": 0.8134765625}, {"start": 1586.0, "end": 1586.72, "word": " مش", "probability": 0.77685546875}, {"start": 1586.72, "end": 1586.88, "word": " على", "probability": 0.71044921875}, {"start": 1586.88, "end": 1587.3, "word": " واحد", "probability": 0.989990234375}, {"start": 1587.3, "end": 1588.06, "word": " فبدوا", "probability": 0.5648600260416666}, {"start": 1588.06, "end": 1588.26, "word": " يكون", "probability": 0.9873046875}, {"start": 1588.26, "end": 1588.5, "word": " فيه", "probability": 0.831787109375}, {"start": 1588.5, "end": 1588.88, "word": " دورين", "probability": 0.9920247395833334}, {"start": 1588.88, "end": 1589.78, "word": " فيه", "probability": 0.609130859375}, {"start": 1589.78, "end": 1590.08, "word": " level", "probability": 0.9833984375}, {"start": 1590.08, "end": 1591.2, "word": " ل", "probability": 0.873046875}, {"start": 1591.2, "end": 1591.88, "word": " X", "probability": 0.64453125}, {"start": 1591.88, "end": 1592.1, "word": " و", "probability": 0.91064453125}, {"start": 1592.1, "end": 1592.32, "word": " level", "probability": 0.80322265625}, {"start": 1592.32, "end": 1592.62, "word": " ل", "probability": 0.95458984375}, {"start": 1592.62, "end": 1593.3, "word": " O", "probability": 0.9541015625}, {"start": 1593.3, "end": 1593.86, "word": " لو", "probability": 0.8505859375}, {"start": 1593.86, "end": 1594.2, "word": " بنتكلم", "probability": 0.8480224609375}, {"start": 1594.2, "end": 1594.34, "word": " عن", "probability": 0.98193359375}, {"start": 1594.34, "end": 1594.5, "word": " X", "probability": 0.94921875}, {"start": 1594.5, "end": 1594.66, "word": " O", "probability": 0.51025390625}, {"start": 1594.66, "end": 1595.4, "word": " مثلا", "probability": 0.98291015625}, {"start": 1595.4, "end": 1595.84, "word": " بدوا", "probability": 0.310577392578125}, {"start": 1595.84, "end": 1595.96, "word": " يكون", "probability": 0.984375}, {"start": 1595.96, "end": 1596.08, "word": " في", "probability": 0.7236328125}, {"start": 1596.08, "end": 1596.38, "word": " هذا", "probability": 0.68408203125}, {"start": 1596.38, "end": 1596.62, "word": " level", "probability": 0.955078125}, {"start": 1596.62, "end": 1596.72, "word": " و", "probability": 0.68408203125}, {"start": 1596.72, "end": 1596.86, "word": " هذا", "probability": 0.931640625}, {"start": 1596.86, "end": 1597.16, "word": " level", "probability": 0.92431640625}, {"start": 1597.16, "end": 1597.64, "word": " و", "probability": 0.5126953125}, {"start": 1597.64, "end": 1597.92, "word": " بنعمل", "probability": 0.9205729166666666}, {"start": 1597.92, "end": 1598.14, "word": " بناء", "probability": 0.8134765625}, {"start": 1598.14, "end": 1598.44, "word": " عليها", "probability": 0.961669921875}, {"start": 1598.44, "end": 1598.56, "word": " ال", "probability": 0.56787109375}, {"start": 1598.56, "end": 1598.76, "word": " three", "probability": 0.8154296875}, {"start": 1598.76, "end": 1599.14, "word": " اما", "probability": 0.766357421875}, {"start": 1599.14, "end": 1599.26, "word": " ال", "probability": 0.9794921875}, {"start": 1599.26, "end": 1599.42, "word": " three", "probability": 0.9052734375}, {"start": 1599.42, "end": 1599.62, "word": " مش", "probability": 0.94970703125}, {"start": 1599.62, "end": 1599.8, "word": " انا", "probability": 0.802490234375}, {"start": 1599.8, "end": 1600.42, "word": " بجيّرها", "probability": 0.8629557291666666}, {"start": 1600.42, "end": 1600.88, "word": " لحالي", "probability": 0.9835205078125}, {"start": 1600.88, "end": 1601.28, "word": " ان", "probability": 0.70751953125}, {"start": 1601.28, "end": 1601.48, "word": " والله", "probability": 0.7310791015625}, {"start": 1601.48, "end": 1601.6, "word": " انا", "probability": 0.853271484375}, {"start": 1601.6, "end": 1601.96, "word": " بعملها", "probability": 0.955078125}, {"start": 1601.96, "end": 1602.22, "word": " كلها", "probability": 0.989990234375}, {"start": 1602.22, "end": 1602.42, "word": " لأ", "probability": 0.885986328125}, {"start": 1602.42, "end": 1602.72, "word": " اكيد", "probability": 0.8523763020833334}, {"start": 1602.72, "end": 1603.12, "word": " لأ", "probability": 0.98779296875}, {"start": 1603.12, "end": 1603.9, "word": " هتكون", "probability": 0.9041341145833334}, {"start": 1603.9, "end": 1604.26, "word": " طبعا", "probability": 0.9605712890625}, {"start": 1604.26, "end": 1605.32, "word": " deterministic", "probability": 0.6650390625}], "temperature": 1.0}, {"id": 71, "seek": 163124, "start": 1606.5, "end": 1631.24, "text": "بشكل محسوب، بدنا نعرف كيف بدنا نحسبها، turns أدوار، أنا مش هاخد كل لتري على حسابي، لأ بد يكون فيه دور هنا و دور هنا، دور هنا و دور هنا، كويس ال initial state أكيد، هنبدأ من وين؟ حكينا عنها سابقا، ال action أو ال actions function، ال action اللي هو من دور لدور، من level ل level، من depth ل depth، كويس", "tokens": [3555, 8592, 28820, 3714, 5016, 3794, 37746, 12399, 47525, 8315, 8717, 3615, 28480, 9122, 33911, 47525, 8315, 8717, 5016, 35457, 11296, 12399, 4523, 5551, 3215, 2407, 9640, 12399, 41850, 37893, 8032, 47283, 3215, 28242, 5296, 2655, 16572, 15844, 11331, 3794, 16758, 1829, 12399, 5296, 10721, 47525, 7251, 30544, 8978, 3224, 11778, 13063, 34105, 4032, 11778, 13063, 34105, 12399, 11778, 13063, 34105, 4032, 11778, 13063, 34105, 12399, 9122, 45865, 3794, 2423, 5883, 1785, 5551, 4117, 25708, 12399, 8032, 1863, 44510, 10721, 9154, 4032, 9957, 22807, 11331, 4117, 1829, 8315, 18871, 11296, 8608, 16758, 4587, 995, 12399, 2423, 3069, 34051, 2423, 5909, 2445, 12399, 2423, 3069, 13672, 1829, 31439, 9154, 11778, 13063, 5296, 3215, 13063, 12399, 9154, 1496, 5296, 1496, 12399, 9154, 7161, 5296, 7161, 12399, 9122, 45865, 3794], "avg_logprob": -0.1282959037926048, "compression_ratio": 1.934959349593496, "no_speech_prob": 1.430511474609375e-06, "words": [{"start": 1606.5, "end": 1607.06, "word": "بشكل", "probability": 0.9523111979166666}, {"start": 1607.06, "end": 1607.62, "word": " محسوب،", "probability": 0.7544677734375}, {"start": 1607.62, "end": 1607.88, "word": " بدنا", "probability": 0.947998046875}, {"start": 1607.88, "end": 1608.16, "word": " نعرف", "probability": 0.9928385416666666}, {"start": 1608.16, "end": 1608.38, "word": " كيف", "probability": 0.97900390625}, {"start": 1608.38, "end": 1608.58, "word": " بدنا", "probability": 0.972412109375}, {"start": 1608.58, "end": 1609.72, "word": " نحسبها،", "probability": 0.90634765625}, {"start": 1609.72, "end": 1610.52, "word": " turns", "probability": 0.6708984375}, {"start": 1610.52, "end": 1611.96, "word": " أدوار،", "probability": 0.814208984375}, {"start": 1611.96, "end": 1612.34, "word": " أنا", "probability": 0.6875}, {"start": 1612.34, "end": 1612.48, "word": " مش", "probability": 0.96630859375}, {"start": 1612.48, "end": 1612.74, "word": " هاخد", "probability": 0.96826171875}, {"start": 1612.74, "end": 1613.08, "word": " كل", "probability": 0.9736328125}, {"start": 1613.08, "end": 1613.5, "word": " لتري", "probability": 0.6816609700520834}, {"start": 1613.5, "end": 1613.68, "word": " على", "probability": 0.8955078125}, {"start": 1613.68, "end": 1615.02, "word": " حسابي،", "probability": 0.876171875}, {"start": 1615.02, "end": 1615.16, "word": " لأ", "probability": 0.985595703125}, {"start": 1615.16, "end": 1615.26, "word": " بد", "probability": 0.2479248046875}, {"start": 1615.26, "end": 1615.48, "word": " يكون", "probability": 0.773681640625}, {"start": 1615.48, "end": 1615.7, "word": " فيه", "probability": 0.739990234375}, {"start": 1615.7, "end": 1615.86, "word": " دور", "probability": 0.99462890625}, {"start": 1615.86, "end": 1616.04, "word": " هنا", "probability": 0.99658203125}, {"start": 1616.04, "end": 1616.16, "word": " و", "probability": 0.98291015625}, {"start": 1616.16, "end": 1616.28, "word": " دور", "probability": 0.91845703125}, {"start": 1616.28, "end": 1616.52, "word": " هنا،", "probability": 0.89697265625}, {"start": 1616.52, "end": 1616.62, "word": " دور", "probability": 0.9765625}, {"start": 1616.62, "end": 1616.78, "word": " هنا", "probability": 0.99658203125}, {"start": 1616.78, "end": 1616.88, "word": " و", "probability": 0.9931640625}, {"start": 1616.88, "end": 1616.98, "word": " دور", "probability": 0.977783203125}, {"start": 1616.98, "end": 1617.52, "word": " هنا،", "probability": 0.90185546875}, {"start": 1617.52, "end": 1617.78, "word": " كويس", "probability": 0.9728190104166666}, {"start": 1617.78, "end": 1618.2, "word": " ال", "probability": 0.90625}, {"start": 1618.2, "end": 1618.46, "word": " initial", "probability": 0.8388671875}, {"start": 1618.46, "end": 1618.94, "word": " state", "probability": 0.96728515625}, {"start": 1618.94, "end": 1619.68, "word": " أكيد،", "probability": 0.8240966796875}, {"start": 1619.68, "end": 1620.12, "word": " هنبدأ", "probability": 0.9476318359375}, {"start": 1620.12, "end": 1620.26, "word": " من", "probability": 0.99072265625}, {"start": 1620.26, "end": 1621.1, "word": " وين؟", "probability": 0.86328125}, {"start": 1621.1, "end": 1621.44, "word": " حكينا", "probability": 0.9830322265625}, {"start": 1621.44, "end": 1621.66, "word": " عنها", "probability": 0.99560546875}, {"start": 1621.66, "end": 1622.28, "word": " سابقا،", "probability": 0.91494140625}, {"start": 1622.28, "end": 1622.46, "word": " ال", "probability": 0.97314453125}, {"start": 1622.46, "end": 1622.88, "word": " action", "probability": 0.927734375}, {"start": 1622.88, "end": 1623.34, "word": " أو", "probability": 0.82080078125}, {"start": 1623.34, "end": 1623.44, "word": " ال", "probability": 0.921875}, {"start": 1623.44, "end": 1623.76, "word": " actions", "probability": 0.921875}, {"start": 1623.76, "end": 1624.9, "word": " function،", "probability": 0.795166015625}, {"start": 1624.9, "end": 1625.06, "word": " ال", "probability": 0.9658203125}, {"start": 1625.06, "end": 1625.58, "word": " action", "probability": 0.95263671875}, {"start": 1625.58, "end": 1625.96, "word": " اللي", "probability": 0.963623046875}, {"start": 1625.96, "end": 1626.16, "word": " هو", "probability": 0.98486328125}, {"start": 1626.16, "end": 1626.38, "word": " من", "probability": 0.99755859375}, {"start": 1626.38, "end": 1626.78, "word": " دور", "probability": 0.99462890625}, {"start": 1626.78, "end": 1628.16, "word": " لدور،", "probability": 0.965576171875}, {"start": 1628.16, "end": 1628.34, "word": " من", "probability": 0.99365234375}, {"start": 1628.34, "end": 1628.64, "word": " level", "probability": 0.9892578125}, {"start": 1628.64, "end": 1628.92, "word": " ل", "probability": 0.966796875}, {"start": 1628.92, "end": 1629.58, "word": " level،", "probability": 0.939697265625}, {"start": 1629.58, "end": 1629.76, "word": " من", "probability": 0.9912109375}, {"start": 1629.76, "end": 1630.06, "word": " depth", "probability": 0.9423828125}, {"start": 1630.06, "end": 1630.24, "word": " ل", "probability": 0.9912109375}, {"start": 1630.24, "end": 1630.94, "word": " depth،", "probability": 0.925048828125}, {"start": 1630.94, "end": 1631.24, "word": " كويس", "probability": 0.9933268229166666}], "temperature": 1.0}, {"id": 72, "seek": 165200, "start": 1631.98, "end": 1652.0, "text": "و اللي هي دي طبعا حيصير هيتخللها turns أدوار أنا مش هضلني لعبتين ورا بعض كويس عشان يوصلني في الآخر ل ال result ال function اللي بنشطل عليها طيب لو أخدنا مثلا مثل ال tic tac toy اللي هي ال XO ان انتوا بتعرفوا XO ال XO لما بدي أقول كل", "tokens": [2407, 13672, 1829, 39896, 11778, 1829, 23032, 3555, 3615, 995, 11331, 1829, 9381, 13546, 39896, 2655, 9778, 1211, 1211, 11296, 4523, 5551, 3215, 2407, 9640, 41850, 37893, 8032, 11242, 1211, 22653, 5296, 3615, 3555, 2655, 9957, 4032, 23557, 45030, 11242, 9122, 45865, 3794, 6225, 8592, 7649, 7251, 2407, 36520, 22653, 8978, 6024, 95, 34740, 5296, 2423, 1874, 2423, 2445, 13672, 1829, 44945, 8592, 9566, 1211, 25894, 11296, 23032, 1829, 3555, 45164, 5551, 9778, 3215, 8315, 50113, 15040, 50113, 1211, 2423, 256, 299, 25018, 12058, 13672, 1829, 39896, 2423, 1783, 46, 16472, 16472, 2655, 14407, 39894, 3615, 28480, 14407, 1783, 46, 2423, 1783, 46, 5296, 15042, 4724, 16254, 5551, 39648, 28242], "avg_logprob": -0.24690315395862134, "compression_ratio": 1.6521739130434783, "no_speech_prob": 1.0728836059570312e-06, "words": [{"start": 1631.98, "end": 1632.14, "word": "و", "probability": 0.58154296875}, {"start": 1632.14, "end": 1632.22, "word": " اللي", "probability": 0.6839599609375}, {"start": 1632.22, "end": 1632.34, "word": " هي", "probability": 0.55615234375}, {"start": 1632.34, "end": 1632.4, "word": " دي", "probability": 0.802734375}, {"start": 1632.4, "end": 1632.6, "word": " طبعا", "probability": 0.9720458984375}, {"start": 1632.6, "end": 1632.96, "word": " حيصير", "probability": 0.60174560546875}, {"start": 1632.96, "end": 1633.62, "word": " هيتخللها", "probability": 0.8236490885416666}, {"start": 1633.62, "end": 1634.42, "word": " turns", "probability": 0.60986328125}, {"start": 1634.42, "end": 1635.3, "word": " أدوار", "probability": 0.84796142578125}, {"start": 1635.3, "end": 1635.94, "word": " أنا", "probability": 0.397705078125}, {"start": 1635.94, "end": 1636.08, "word": " مش", "probability": 0.98828125}, {"start": 1636.08, "end": 1636.48, "word": " هضلني", "probability": 0.92333984375}, {"start": 1636.48, "end": 1637.24, "word": " لعبتين", "probability": 0.92421875}, {"start": 1637.24, "end": 1637.38, "word": " ورا", "probability": 0.9658203125}, {"start": 1637.38, "end": 1637.72, "word": " بعض", "probability": 0.992431640625}, {"start": 1637.72, "end": 1638.48, "word": " كويس", "probability": 0.8011067708333334}, {"start": 1638.48, "end": 1640.04, "word": " عشان", "probability": 0.9430338541666666}, {"start": 1640.04, "end": 1640.46, "word": " يوصلني", "probability": 0.8634033203125}, {"start": 1640.46, "end": 1640.58, "word": " في", "probability": 0.9072265625}, {"start": 1640.58, "end": 1640.82, "word": " الآخر", "probability": 0.7508951822916666}, {"start": 1640.82, "end": 1641.02, "word": " ل", "probability": 0.60888671875}, {"start": 1641.02, "end": 1641.2, "word": " ال", "probability": 0.429443359375}, {"start": 1641.2, "end": 1641.56, "word": " result", "probability": 0.97705078125}, {"start": 1641.56, "end": 1642.02, "word": " ال", "probability": 0.31494140625}, {"start": 1642.02, "end": 1642.26, "word": " function", "probability": 0.8369140625}, {"start": 1642.26, "end": 1642.42, "word": " اللي", "probability": 0.973388671875}, {"start": 1642.42, "end": 1642.78, "word": " بنشطل", "probability": 0.894287109375}, {"start": 1642.78, "end": 1643.16, "word": " عليها", "probability": 0.986572265625}, {"start": 1643.16, "end": 1643.62, "word": " طيب", "probability": 0.89990234375}, {"start": 1643.62, "end": 1644.0, "word": " لو", "probability": 0.8525390625}, {"start": 1644.0, "end": 1644.28, "word": " أخدنا", "probability": 0.9771728515625}, {"start": 1644.28, "end": 1644.56, "word": " مثلا", "probability": 0.991943359375}, {"start": 1644.56, "end": 1644.96, "word": " مثل", "probability": 0.82080078125}, {"start": 1644.96, "end": 1645.2, "word": " ال", "probability": 0.54296875}, {"start": 1645.2, "end": 1645.42, "word": " tic", "probability": 0.532928466796875}, {"start": 1645.42, "end": 1645.54, "word": " tac", "probability": 0.541015625}, {"start": 1645.54, "end": 1645.86, "word": " toy", "probability": 0.91357421875}, {"start": 1645.86, "end": 1646.54, "word": " اللي", "probability": 0.9228515625}, {"start": 1646.54, "end": 1646.64, "word": " هي", "probability": 0.8408203125}, {"start": 1646.64, "end": 1646.72, "word": " ال", "probability": 0.953125}, {"start": 1646.72, "end": 1647.12, "word": " XO", "probability": 0.697998046875}, {"start": 1647.12, "end": 1647.48, "word": " ان", "probability": 0.349365234375}, {"start": 1647.48, "end": 1647.62, "word": " انتوا", "probability": 0.8388671875}, {"start": 1647.62, "end": 1647.94, "word": " بتعرفوا", "probability": 0.8929443359375}, {"start": 1647.94, "end": 1648.82, "word": " XO", "probability": 0.8671875}, {"start": 1648.82, "end": 1649.4, "word": " ال", "probability": 0.412109375}, {"start": 1649.4, "end": 1649.82, "word": " XO", "probability": 0.971435546875}, {"start": 1649.82, "end": 1650.62, "word": " لما", "probability": 0.90234375}, {"start": 1650.62, "end": 1650.84, "word": " بدي", "probability": 0.72314453125}, {"start": 1650.84, "end": 1651.3, "word": " أقول", "probability": 0.78564453125}, {"start": 1651.3, "end": 1652.0, "word": " كل", "probability": 0.9423828125}], "temperature": 1.0}, {"id": 73, "seek": 166480, "start": 1652.82, "end": 1664.8, "text": "الـ leaves تبعتها، بدي أبداها من ال route من الأول و أكمل لها كل ال leaves تبعونها، هدول ال leaves حقيقة هي الحلول الممكنة", "tokens": [6027, 39184, 5510, 6055, 3555, 34268, 11296, 12399, 4724, 16254, 5551, 3555, 28259, 11296, 9154, 2423, 7955, 9154, 16247, 12610, 4032, 5551, 24793, 1211, 5296, 11296, 28242, 2423, 5510, 6055, 3555, 3615, 11536, 11296, 12399, 8032, 3215, 12610, 2423, 5510, 11331, 38436, 28671, 39896, 21542, 1211, 12610, 9673, 43020, 3660], "avg_logprob": -0.19408701097264008, "compression_ratio": 1.5590551181102361, "no_speech_prob": 0.0, "words": [{"start": 1652.82, "end": 1653.24, "word": "الـ", "probability": 0.597412109375}, {"start": 1653.24, "end": 1653.46, "word": " leaves", "probability": 0.7314453125}, {"start": 1653.46, "end": 1654.88, "word": " تبعتها،", "probability": 0.8287109375}, {"start": 1654.88, "end": 1655.12, "word": " بدي", "probability": 0.561279296875}, {"start": 1655.12, "end": 1655.74, "word": " أبداها", "probability": 0.74383544921875}, {"start": 1655.74, "end": 1655.92, "word": " من", "probability": 0.97802734375}, {"start": 1655.92, "end": 1656.82, "word": " ال", "probability": 0.9794921875}, {"start": 1656.82, "end": 1657.04, "word": " route", "probability": 0.393798828125}, {"start": 1657.04, "end": 1657.22, "word": " من", "probability": 0.97607421875}, {"start": 1657.22, "end": 1657.62, "word": " الأول", "probability": 0.977294921875}, {"start": 1657.62, "end": 1658.06, "word": " و", "probability": 0.70166015625}, {"start": 1658.06, "end": 1658.56, "word": " أكمل", "probability": 0.9173177083333334}, {"start": 1658.56, "end": 1659.06, "word": " لها", "probability": 0.914306640625}, {"start": 1659.06, "end": 1659.56, "word": " كل", "probability": 0.98388671875}, {"start": 1659.56, "end": 1659.98, "word": " ال", "probability": 0.97314453125}, {"start": 1659.98, "end": 1660.34, "word": " leaves", "probability": 0.84130859375}, {"start": 1660.34, "end": 1661.54, "word": " تبعونها،", "probability": 0.8897298177083334}, {"start": 1661.54, "end": 1661.8, "word": " هدول", "probability": 0.9552408854166666}, {"start": 1661.8, "end": 1661.94, "word": " ال", "probability": 0.91796875}, {"start": 1661.94, "end": 1662.34, "word": " leaves", "probability": 0.9443359375}, {"start": 1662.34, "end": 1662.94, "word": " حقيقة", "probability": 0.87060546875}, {"start": 1662.94, "end": 1663.24, "word": " هي", "probability": 0.90185546875}, {"start": 1663.24, "end": 1664.0, "word": " الحلول", "probability": 0.9928385416666666}, {"start": 1664.0, "end": 1664.8, "word": " الممكنة", "probability": 0.9910481770833334}], "temperature": 1.0}, {"id": 74, "seek": 169240, "start": 1665.7, "end": 1692.4, "text": "سواء انا خسران او متعادل او فائز اما هو في النهاية هذه الاحتمالات او ال possibilities الممكنة تنتهي فيها اللعبة جدش عددهم لان هدولة بدنا نصلهم بدنا نكمل ال tree بتاعتنا نعمل expanding بشكل كامل عشان امسكهم واحدة واحدة اللي في أولى هدى بدى اقيمها انا فوزت ولا خسرت اذا فوزت بحطلها رمز معين اذا خسرت رمز معين اذا اتعددت رمز معين ممكن احطلها مثلا واحد سالب واحد صفر نفترض", "tokens": [3794, 2407, 16606, 1975, 8315, 16490, 3794, 2288, 7649, 1975, 2407, 44650, 3615, 18513, 1211, 1975, 2407, 6156, 16373, 11622, 1975, 15042, 31439, 8978, 28239, 11296, 10632, 29538, 42963, 33753, 2304, 6027, 9307, 1975, 2407, 2423, 12178, 9673, 43020, 3660, 6055, 29399, 3224, 1829, 8978, 11296, 13672, 3615, 49401, 10874, 3215, 8592, 6225, 3215, 3215, 16095, 5296, 7649, 8032, 3215, 12610, 3660, 47525, 8315, 8717, 36520, 16095, 47525, 8315, 8717, 24793, 1211, 2423, 4230, 39894, 995, 34268, 8315, 8717, 25957, 1211, 14702, 4724, 8592, 28820, 9122, 10943, 1211, 6225, 8592, 7649, 1975, 2304, 3794, 4117, 16095, 36764, 24401, 3660, 36764, 24401, 3660, 13672, 1829, 8978, 5551, 12610, 7578, 8032, 3215, 7578, 47525, 7578, 1975, 4587, 32640, 11296, 1975, 8315, 6156, 2407, 11622, 2655, 49429, 16490, 3794, 43500, 1975, 15730, 6156, 2407, 11622, 2655, 4724, 5016, 9566, 1211, 11296, 12602, 2304, 11622, 20449, 9957, 1975, 15730, 16490, 3794, 43500, 12602, 2304, 11622, 20449, 9957, 1975, 15730, 1975, 2655, 22488, 3215, 2655, 12602, 2304, 11622, 20449, 9957, 3714, 43020, 1975, 5016, 9566, 1211, 11296, 50113, 15040, 36764, 24401, 8608, 6027, 3555, 36764, 24401, 20328, 5172, 2288, 8717, 5172, 2655, 43042], "avg_logprob": -0.14533730001045914, "compression_ratio": 1.9968847352024923, "no_speech_prob": 1.430511474609375e-06, "words": [{"start": 1665.7, "end": 1666.22, "word": "سواء", "probability": 0.9554036458333334}, {"start": 1666.22, "end": 1666.54, "word": " انا", "probability": 0.6405029296875}, {"start": 1666.54, "end": 1667.06, "word": " خسران", "probability": 0.92041015625}, {"start": 1667.06, "end": 1667.4, "word": " او", "probability": 0.879150390625}, {"start": 1667.4, "end": 1668.08, "word": " متعادل", "probability": 0.953857421875}, {"start": 1668.08, "end": 1668.3, "word": " او", "probability": 0.956787109375}, {"start": 1668.3, "end": 1668.8, "word": " فائز", "probability": 0.9755859375}, {"start": 1668.8, "end": 1669.7, "word": " اما", "probability": 0.755859375}, {"start": 1669.7, "end": 1669.86, "word": " هو", "probability": 0.88037109375}, {"start": 1669.86, "end": 1669.94, "word": " في", "probability": 0.7939453125}, {"start": 1669.94, "end": 1670.2, "word": " النهاية", "probability": 0.8487955729166666}, {"start": 1670.2, "end": 1670.42, "word": " هذه", "probability": 0.8134765625}, {"start": 1670.42, "end": 1670.92, "word": " الاحتمالات", "probability": 0.964453125}, {"start": 1670.92, "end": 1671.08, "word": " او", "probability": 0.901123046875}, {"start": 1671.08, "end": 1671.2, "word": " ال", "probability": 0.50244140625}, {"start": 1671.2, "end": 1671.72, "word": " possibilities", "probability": 0.94140625}, {"start": 1671.72, "end": 1672.46, "word": " الممكنة", "probability": 0.91650390625}, {"start": 1672.46, "end": 1673.08, "word": " تنتهي", "probability": 0.9520263671875}, {"start": 1673.08, "end": 1673.28, "word": " فيها", "probability": 0.918212890625}, {"start": 1673.28, "end": 1673.64, "word": " اللعبة", "probability": 0.9697265625}, {"start": 1673.64, "end": 1674.22, "word": " جدش", "probability": 0.7320963541666666}, {"start": 1674.22, "end": 1674.84, "word": " عددهم", "probability": 0.981689453125}, {"start": 1674.84, "end": 1675.38, "word": " لان", "probability": 0.8271484375}, {"start": 1675.38, "end": 1675.64, "word": " هدولة", "probability": 0.75360107421875}, {"start": 1675.64, "end": 1675.82, "word": " بدنا", "probability": 0.893798828125}, {"start": 1675.82, "end": 1676.36, "word": " نصلهم", "probability": 0.9669596354166666}, {"start": 1676.36, "end": 1676.84, "word": " بدنا", "probability": 0.752685546875}, {"start": 1676.84, "end": 1677.22, "word": " نكمل", "probability": 0.90576171875}, {"start": 1677.22, "end": 1677.32, "word": " ال", "probability": 0.92919921875}, {"start": 1677.32, "end": 1677.5, "word": " tree", "probability": 0.697265625}, {"start": 1677.5, "end": 1677.98, "word": " بتاعتنا", "probability": 0.9261474609375}, {"start": 1677.98, "end": 1678.32, "word": " نعمل", "probability": 0.79052734375}, {"start": 1678.32, "end": 1678.92, "word": " expanding", "probability": 0.7978515625}, {"start": 1678.92, "end": 1679.58, "word": " بشكل", "probability": 0.9900716145833334}, {"start": 1679.58, "end": 1680.26, "word": " كامل", "probability": 0.9972330729166666}, {"start": 1680.26, "end": 1680.86, "word": " عشان", "probability": 0.9768880208333334}, {"start": 1680.86, "end": 1681.32, "word": " امسكهم", "probability": 0.8947265625}, {"start": 1681.32, "end": 1681.58, "word": " واحدة", "probability": 0.97802734375}, {"start": 1681.58, "end": 1681.94, "word": " واحدة", "probability": 0.98291015625}, {"start": 1681.94, "end": 1682.38, "word": " اللي", "probability": 0.86328125}, {"start": 1682.38, "end": 1682.5, "word": " في", "probability": 0.7685546875}, {"start": 1682.5, "end": 1682.84, "word": " أولى", "probability": 0.6866861979166666}, {"start": 1682.84, "end": 1683.36, "word": " هدى", "probability": 0.4021809895833333}, {"start": 1683.36, "end": 1683.48, "word": " بدى", "probability": 0.626953125}, {"start": 1683.48, "end": 1684.0, "word": " اقيمها", "probability": 0.7855224609375}, {"start": 1684.0, "end": 1684.54, "word": " انا", "probability": 0.808349609375}, {"start": 1684.54, "end": 1684.78, "word": " فوزت", "probability": 0.9503173828125}, {"start": 1684.78, "end": 1684.92, "word": " ولا", "probability": 0.91162109375}, {"start": 1684.92, "end": 1685.26, "word": " خسرت", "probability": 0.97412109375}, {"start": 1685.26, "end": 1685.44, "word": " اذا", "probability": 0.6566162109375}, {"start": 1685.44, "end": 1685.74, "word": " فوزت", "probability": 0.9915771484375}, {"start": 1685.74, "end": 1686.16, "word": " بحطلها", "probability": 0.93740234375}, {"start": 1686.16, "end": 1686.4, "word": " رمز", "probability": 0.99462890625}, {"start": 1686.4, "end": 1686.78, "word": " معين", "probability": 0.98876953125}, {"start": 1686.78, "end": 1687.2, "word": " اذا", "probability": 0.929931640625}, {"start": 1687.2, "end": 1687.48, "word": " خسرت", "probability": 0.8831380208333334}, {"start": 1687.48, "end": 1687.7, "word": " رمز", "probability": 0.9931640625}, {"start": 1687.7, "end": 1688.02, "word": " معين", "probability": 0.997314453125}, {"start": 1688.02, "end": 1688.22, "word": " اذا", "probability": 0.974365234375}, {"start": 1688.22, "end": 1688.84, "word": " اتعددت", "probability": 0.8169921875}, {"start": 1688.84, "end": 1689.06, "word": " رمز", "probability": 0.9915364583333334}, {"start": 1689.06, "end": 1689.44, "word": " معين", "probability": 0.997314453125}, {"start": 1689.44, "end": 1690.18, "word": " ممكن", "probability": 0.965087890625}, {"start": 1690.18, "end": 1690.5, "word": " احطلها", "probability": 0.9412109375}, {"start": 1690.5, "end": 1690.74, "word": " مثلا", "probability": 0.951171875}, {"start": 1690.74, "end": 1691.08, "word": " واحد", "probability": 0.73876953125}, {"start": 1691.08, "end": 1691.36, "word": " سالب", "probability": 0.6705729166666666}, {"start": 1691.36, "end": 1691.58, "word": " واحد", "probability": 0.982421875}, {"start": 1691.58, "end": 1691.9, "word": " صفر", "probability": 0.9768880208333334}, {"start": 1691.9, "end": 1692.4, "word": " نفترض", "probability": 0.82818603515625}], "temperature": 1.0}, {"id": 75, "seek": 171673, "start": 1693.17, "end": 1716.73, "text": "طيب التاني اللي في التاني التالت الرابع الخامس جدش عددهم عددهم فعليا هابدأ في الحالة الأولى و هدولة أكم successor إلها يعني لما أبدأ و لسه الخنات عندي zeros مافيش .. ماحدش كتب حاجة هيكون عندي تسعة مبدئيا هنا طيب بعد هيك كل واحد منهم جدش هيكون إله", "tokens": [9566, 1829, 3555, 16712, 7649, 1829, 13672, 1829, 8978, 16712, 7649, 1829, 16712, 6027, 2655, 34892, 16758, 3615, 33962, 10943, 3794, 10874, 3215, 8592, 6225, 3215, 3215, 16095, 6225, 3215, 3215, 16095, 6156, 3615, 20292, 995, 8032, 16758, 3215, 10721, 8978, 21542, 6027, 3660, 16247, 12610, 7578, 4032, 8032, 3215, 12610, 3660, 5551, 24793, 31864, 11933, 1211, 11296, 37495, 22653, 5296, 15042, 5551, 44510, 10721, 4032, 5296, 3794, 3224, 33962, 8315, 2655, 18871, 16254, 35193, 19446, 41185, 8592, 4386, 19446, 24401, 8592, 9122, 2655, 3555, 11331, 26108, 3660, 39896, 30544, 18871, 16254, 6055, 3794, 27884, 3714, 44510, 19986, 25528, 34105, 23032, 1829, 3555, 39182, 39896, 4117, 28242, 36764, 24401, 9154, 16095, 10874, 3215, 8592, 39896, 30544, 11933, 43761], "avg_logprob": -0.18119747222972518, "compression_ratio": 1.881578947368421, "no_speech_prob": 0.0, "words": [{"start": 1693.17, "end": 1693.51, "word": "طيب", "probability": 0.9576822916666666}, {"start": 1693.51, "end": 1694.27, "word": " التاني", "probability": 0.8494466145833334}, {"start": 1694.27, "end": 1694.65, "word": " اللي", "probability": 0.895263671875}, {"start": 1694.65, "end": 1694.79, "word": " في", "probability": 0.68798828125}, {"start": 1694.79, "end": 1695.17, "word": " التاني", "probability": 0.97265625}, {"start": 1695.17, "end": 1695.59, "word": " التالت", "probability": 0.8865559895833334}, {"start": 1695.59, "end": 1695.83, "word": " الرابع", "probability": 0.9484049479166666}, {"start": 1695.83, "end": 1696.09, "word": " الخامس", "probability": 0.8444010416666666}, {"start": 1696.09, "end": 1696.63, "word": " جدش", "probability": 0.7254231770833334}, {"start": 1696.63, "end": 1697.31, "word": " عددهم", "probability": 0.97509765625}, {"start": 1697.31, "end": 1699.81, "word": " عددهم", "probability": 0.874267578125}, {"start": 1699.81, "end": 1700.41, "word": " فعليا", "probability": 0.88720703125}, {"start": 1700.41, "end": 1701.57, "word": " هابدأ", "probability": 0.77557373046875}, {"start": 1701.57, "end": 1701.83, "word": " في", "probability": 0.81689453125}, {"start": 1701.83, "end": 1702.21, "word": " الحالة", "probability": 0.91259765625}, {"start": 1702.21, "end": 1702.69, "word": " الأولى", "probability": 0.96630859375}, {"start": 1702.69, "end": 1703.01, "word": " و", "probability": 0.509765625}, {"start": 1703.01, "end": 1703.57, "word": " هدولة", "probability": 0.882568359375}, {"start": 1703.57, "end": 1704.09, "word": " أكم", "probability": 0.730712890625}, {"start": 1704.09, "end": 1704.49, "word": " successor", "probability": 0.50244140625}, {"start": 1704.49, "end": 1704.93, "word": " إلها", "probability": 0.7191569010416666}, {"start": 1704.93, "end": 1706.37, "word": " يعني", "probability": 0.8466796875}, {"start": 1706.37, "end": 1706.63, "word": " لما", "probability": 0.951904296875}, {"start": 1706.63, "end": 1707.21, "word": " أبدأ", "probability": 0.8824869791666666}, {"start": 1707.21, "end": 1707.47, "word": " و", "probability": 0.8564453125}, {"start": 1707.47, "end": 1707.83, "word": " لسه", "probability": 0.8787434895833334}, {"start": 1707.83, "end": 1708.95, "word": " الخنات", "probability": 0.79296875}, {"start": 1708.95, "end": 1709.27, "word": " عندي", "probability": 0.6849365234375}, {"start": 1709.27, "end": 1710.33, "word": " zeros", "probability": 0.80078125}, {"start": 1710.33, "end": 1710.81, "word": " مافيش", "probability": 0.8971354166666666}, {"start": 1710.81, "end": 1710.93, "word": " ..", "probability": 0.2451171875}, {"start": 1710.93, "end": 1711.29, "word": " ماحدش", "probability": 0.91552734375}, {"start": 1711.29, "end": 1711.51, "word": " كتب", "probability": 0.9710286458333334}, {"start": 1711.51, "end": 1711.77, "word": " حاجة", "probability": 0.9970703125}, {"start": 1711.77, "end": 1712.07, "word": " هيكون", "probability": 0.66357421875}, {"start": 1712.07, "end": 1712.27, "word": " عندي", "probability": 0.7724609375}, {"start": 1712.27, "end": 1712.57, "word": " تسعة", "probability": 0.9189453125}, {"start": 1712.57, "end": 1713.07, "word": " مبدئيا", "probability": 0.81524658203125}, {"start": 1713.07, "end": 1713.41, "word": " هنا", "probability": 0.919921875}, {"start": 1713.41, "end": 1714.45, "word": " طيب", "probability": 0.9630533854166666}, {"start": 1714.45, "end": 1714.93, "word": " بعد", "probability": 0.833984375}, {"start": 1714.93, "end": 1715.15, "word": " هيك", "probability": 0.546630859375}, {"start": 1715.15, "end": 1715.31, "word": " كل", "probability": 0.93212890625}, {"start": 1715.31, "end": 1715.57, "word": " واحد", "probability": 0.995361328125}, {"start": 1715.57, "end": 1715.87, "word": " منهم", "probability": 0.988525390625}, {"start": 1715.87, "end": 1716.19, "word": " جدش", "probability": 0.9856770833333334}, {"start": 1716.19, "end": 1716.49, "word": " هيكون", "probability": 0.966064453125}, {"start": 1716.49, "end": 1716.73, "word": " إله", "probability": 0.688232421875}], "temperature": 1.0}, {"id": 76, "seek": 173304, "start": 1717.4, "end": 1733.04, "text": "تمانية بالظبط طب و بعد هيك سبعة و هنا طبعا نفس الكلام تمانية و نفس الفكرة هتبدأ تنتشر فإذا أنا واضح بتكلم عن تسعة في تمانية في سبعة في ستة مضروب التسعة فبتكلم عن ال nine factorial", "tokens": [39237, 7649, 10632, 20666, 19913, 3555, 9566, 23032, 3555, 4032, 39182, 39896, 4117, 8608, 3555, 27884, 4032, 34105, 23032, 3555, 3615, 995, 8717, 36178, 2423, 28820, 10943, 46811, 7649, 10632, 4032, 8717, 36178, 27188, 4117, 25720, 8032, 2655, 44510, 10721, 6055, 29399, 46309, 6156, 28814, 15730, 41850, 4032, 46958, 5016, 39894, 4117, 19528, 18871, 6055, 3794, 27884, 8978, 46811, 7649, 10632, 8978, 8608, 3555, 27884, 8978, 8608, 2655, 3660, 3714, 11242, 32887, 3555, 16712, 3794, 27884, 6156, 3555, 2655, 4117, 19528, 18871, 2423, 4949, 36916], "avg_logprob": -0.12881540021924084, "compression_ratio": 1.7758620689655173, "no_speech_prob": 1.9073486328125e-06, "words": [{"start": 1717.4, "end": 1718.04, "word": "تمانية", "probability": 0.7164713541666666}, {"start": 1718.04, "end": 1719.14, "word": " بالظبط", "probability": 0.93994140625}, {"start": 1719.14, "end": 1719.36, "word": " طب", "probability": 0.680419921875}, {"start": 1719.36, "end": 1719.44, "word": " و", "probability": 0.49609375}, {"start": 1719.44, "end": 1719.68, "word": " بعد", "probability": 0.916015625}, {"start": 1719.68, "end": 1720.04, "word": " هيك", "probability": 0.904541015625}, {"start": 1720.04, "end": 1720.6, "word": " سبعة", "probability": 0.9537760416666666}, {"start": 1720.6, "end": 1721.46, "word": " و", "probability": 0.56689453125}, {"start": 1721.46, "end": 1721.6, "word": " هنا", "probability": 0.90771484375}, {"start": 1721.6, "end": 1721.84, "word": " طبعا", "probability": 0.9365234375}, {"start": 1721.84, "end": 1722.0, "word": " نفس", "probability": 0.980712890625}, {"start": 1722.0, "end": 1722.3, "word": " الكلام", "probability": 0.9659830729166666}, {"start": 1722.3, "end": 1722.78, "word": " تمانية", "probability": 0.9539388020833334}, {"start": 1722.78, "end": 1723.12, "word": " و", "probability": 0.8876953125}, {"start": 1723.12, "end": 1723.44, "word": " نفس", "probability": 0.968017578125}, {"start": 1723.44, "end": 1723.78, "word": " الفكرة", "probability": 0.9793294270833334}, {"start": 1723.78, "end": 1724.16, "word": " هتبدأ", "probability": 0.890869140625}, {"start": 1724.16, "end": 1724.52, "word": " تنتشر", "probability": 0.9436848958333334}, {"start": 1724.52, "end": 1724.98, "word": " فإذا", "probability": 0.8193359375}, {"start": 1724.98, "end": 1725.22, "word": " أنا", "probability": 0.564453125}, {"start": 1725.22, "end": 1725.44, "word": " واضح", "probability": 0.9501953125}, {"start": 1725.44, "end": 1725.86, "word": " بتكلم", "probability": 0.8369140625}, {"start": 1725.86, "end": 1726.08, "word": " عن", "probability": 0.943359375}, {"start": 1726.08, "end": 1726.94, "word": " تسعة", "probability": 0.9625651041666666}, {"start": 1726.94, "end": 1727.38, "word": " في", "probability": 0.8427734375}, {"start": 1727.38, "end": 1727.82, "word": " تمانية", "probability": 0.96875}, {"start": 1727.82, "end": 1728.22, "word": " في", "probability": 0.95361328125}, {"start": 1728.22, "end": 1728.52, "word": " سبعة", "probability": 0.9855143229166666}, {"start": 1728.52, "end": 1728.78, "word": " في", "probability": 0.381103515625}, {"start": 1728.78, "end": 1729.16, "word": " ستة", "probability": 0.9871419270833334}, {"start": 1729.16, "end": 1729.84, "word": " مضروب", "probability": 0.95947265625}, {"start": 1729.84, "end": 1730.38, "word": " التسعة", "probability": 0.9441731770833334}, {"start": 1730.38, "end": 1731.3, "word": " فبتكلم", "probability": 0.94130859375}, {"start": 1731.3, "end": 1731.6, "word": " عن", "probability": 0.994140625}, {"start": 1731.6, "end": 1732.1, "word": " ال", "probability": 0.84033203125}, {"start": 1732.1, "end": 1732.3, "word": " nine", "probability": 0.80029296875}, {"start": 1732.3, "end": 1733.04, "word": " factorial", "probability": 0.82177734375}], "temperature": 1.0}, {"id": 77, "seek": 175104, "start": 1733.92, "end": 1751.04, "text": "فإذا ال 9 factorial هو عدد ال terminal nodes أو ال leaves ال leaves بتاعنا و واضح هيكون رقم مش قليل يعني حوالي تلاتمية اتنين و ستين الف و تمانية و تمانين leaves تمام لكن في المقابل على ال chess", "tokens": [5172, 28814, 15730, 2423, 1722, 36916, 31439, 6225, 3215, 3215, 2423, 14709, 13891, 34051, 2423, 5510, 2423, 5510, 39894, 45761, 8315, 4032, 4032, 46958, 5016, 39896, 30544, 12602, 4587, 2304, 37893, 12174, 20292, 1211, 37495, 22653, 11331, 2407, 6027, 1829, 6055, 1211, 9307, 2304, 10632, 1975, 2655, 1863, 9957, 4032, 8608, 2655, 9957, 27188, 4032, 46811, 7649, 10632, 4032, 46811, 7649, 9957, 5510, 46811, 10943, 44381, 8978, 9673, 4587, 16758, 1211, 15844, 2423, 24122], "avg_logprob": -0.18625000476837159, "compression_ratio": 1.5925925925925926, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1733.92, "end": 1734.22, "word": "فإذا", "probability": 0.5585123697916666}, {"start": 1734.22, "end": 1734.34, "word": " ال", "probability": 0.75830078125}, {"start": 1734.34, "end": 1734.46, "word": " 9", "probability": 0.467529296875}, {"start": 1734.46, "end": 1734.8, "word": " factorial", "probability": 0.51123046875}, {"start": 1734.8, "end": 1735.14, "word": " هو", "probability": 0.90966796875}, {"start": 1735.14, "end": 1736.24, "word": " عدد", "probability": 0.974609375}, {"start": 1736.24, "end": 1736.48, "word": " ال", "probability": 0.86376953125}, {"start": 1736.48, "end": 1736.92, "word": " terminal", "probability": 0.80322265625}, {"start": 1736.92, "end": 1738.24, "word": " nodes", "probability": 0.73193359375}, {"start": 1738.24, "end": 1738.66, "word": " أو", "probability": 0.77978515625}, {"start": 1738.66, "end": 1739.16, "word": " ال", "probability": 0.84716796875}, {"start": 1739.16, "end": 1739.46, "word": " leaves", "probability": 0.8955078125}, {"start": 1739.46, "end": 1739.88, "word": " ال", "probability": 0.1248779296875}, {"start": 1739.88, "end": 1740.1, "word": " leaves", "probability": 0.9453125}, {"start": 1740.1, "end": 1740.42, "word": " بتاعنا", "probability": 0.8235677083333334}, {"start": 1740.42, "end": 1740.78, "word": " و", "probability": 0.85888671875}, {"start": 1740.78, "end": 1741.0, "word": " واضح", "probability": 0.8933919270833334}, {"start": 1741.0, "end": 1741.32, "word": " هيكون", "probability": 0.928466796875}, {"start": 1741.32, "end": 1741.72, "word": " رقم", "probability": 0.9928385416666666}, {"start": 1741.72, "end": 1742.16, "word": " مش", "probability": 0.98828125}, {"start": 1742.16, "end": 1742.56, "word": " قليل", "probability": 0.9842122395833334}, {"start": 1742.56, "end": 1742.78, "word": " يعني", "probability": 0.857421875}, {"start": 1742.78, "end": 1743.4, "word": " حوالي", "probability": 0.9468994140625}, {"start": 1743.4, "end": 1743.98, "word": " تلاتمية", "probability": 0.724658203125}, {"start": 1743.98, "end": 1744.86, "word": " اتنين", "probability": 0.934326171875}, {"start": 1744.86, "end": 1744.94, "word": " و", "probability": 0.93896484375}, {"start": 1744.94, "end": 1745.22, "word": " ستين", "probability": 0.85791015625}, {"start": 1745.22, "end": 1745.42, "word": " الف", "probability": 0.7080078125}, {"start": 1745.42, "end": 1745.56, "word": " و", "probability": 0.8251953125}, {"start": 1745.56, "end": 1745.98, "word": " تمانية", "probability": 0.8818359375}, {"start": 1745.98, "end": 1746.16, "word": " و", "probability": 0.94873046875}, {"start": 1746.16, "end": 1746.78, "word": " تمانين", "probability": 0.9659830729166666}, {"start": 1746.78, "end": 1747.76, "word": " leaves", "probability": 0.87109375}, {"start": 1747.76, "end": 1748.54, "word": " تمام", "probability": 0.867919921875}, {"start": 1748.54, "end": 1749.26, "word": " لكن", "probability": 0.84912109375}, {"start": 1749.26, "end": 1749.46, "word": " في", "probability": 0.92919921875}, {"start": 1749.46, "end": 1750.0, "word": " المقابل", "probability": 0.9940185546875}, {"start": 1750.0, "end": 1750.32, "word": " على", "probability": 0.884765625}, {"start": 1750.32, "end": 1750.68, "word": " ال", "probability": 0.9736328125}, {"start": 1750.68, "end": 1751.04, "word": " chess", "probability": 0.97607421875}], "temperature": 1.0}, {"id": 78, "seek": 177087, "start": 1752.23, "end": 1770.87, "text": "إيش الوضع؟ لأ الوضع على شطرانش في لعبة شطرانش ممكن أحتاج ل 10 to the power of 40 nodes ضخمة جدا كبيرة جدا فإذا لأ في بعض الألعاب في عندى إشكالية لازم أفكرلها بستراتيجية أكثر وضوحا و أخف", "tokens": [28814, 1829, 8592, 2423, 2407, 11242, 3615, 22807, 5296, 10721, 2423, 2407, 11242, 3615, 15844, 13412, 9566, 2288, 7649, 8592, 8978, 5296, 3615, 49401, 13412, 9566, 2288, 7649, 8592, 3714, 43020, 5551, 33753, 26108, 5296, 1266, 281, 264, 1347, 295, 3356, 13891, 48812, 9778, 46007, 10874, 28259, 9122, 3555, 48923, 10874, 28259, 6156, 28814, 15730, 5296, 10721, 8978, 45030, 11242, 16247, 1211, 3615, 16758, 8978, 43242, 7578, 11933, 8592, 4117, 6027, 10632, 5296, 31377, 2304, 5551, 5172, 37983, 1211, 11296, 4724, 14851, 2288, 9307, 1829, 7435, 10632, 5551, 4117, 49115, 4032, 11242, 2407, 5016, 995, 4032, 5551, 9778, 5172], "avg_logprob": -0.13999999433755875, "compression_ratio": 1.5219512195121951, "no_speech_prob": 9.000301361083984e-06, "words": [{"start": 1752.23, "end": 1752.49, "word": "إيش", "probability": 0.6775716145833334}, {"start": 1752.49, "end": 1753.19, "word": " الوضع؟", "probability": 0.94716796875}, {"start": 1753.19, "end": 1753.37, "word": " لأ", "probability": 0.929443359375}, {"start": 1753.37, "end": 1753.79, "word": " الوضع", "probability": 0.954833984375}, {"start": 1753.79, "end": 1754.07, "word": " على", "probability": 0.8291015625}, {"start": 1754.07, "end": 1755.15, "word": " شطرانش", "probability": 0.7583984375}, {"start": 1755.15, "end": 1755.29, "word": " في", "probability": 0.59521484375}, {"start": 1755.29, "end": 1755.43, "word": " لعبة", "probability": 0.9801432291666666}, {"start": 1755.43, "end": 1755.93, "word": " شطرانش", "probability": 0.990234375}, {"start": 1755.93, "end": 1756.37, "word": " ممكن", "probability": 0.971923828125}, {"start": 1756.37, "end": 1757.09, "word": " أحتاج", "probability": 0.92529296875}, {"start": 1757.09, "end": 1757.35, "word": " ل", "probability": 0.95166015625}, {"start": 1757.35, "end": 1757.69, "word": " 10", "probability": 0.6494140625}, {"start": 1757.69, "end": 1757.89, "word": " to", "probability": 0.392333984375}, {"start": 1757.89, "end": 1758.01, "word": " the", "probability": 0.92578125}, {"start": 1758.01, "end": 1758.23, "word": " power", "probability": 0.84814453125}, {"start": 1758.23, "end": 1758.35, "word": " of", "probability": 0.55712890625}, {"start": 1758.35, "end": 1758.77, "word": " 40", "probability": 0.93798828125}, {"start": 1758.77, "end": 1759.59, "word": " nodes", "probability": 0.4296875}, {"start": 1759.59, "end": 1760.99, "word": " ضخمة", "probability": 0.8828125}, {"start": 1760.99, "end": 1761.29, "word": " جدا", "probability": 0.994140625}, {"start": 1761.29, "end": 1762.15, "word": " كبيرة", "probability": 0.84033203125}, {"start": 1762.15, "end": 1762.55, "word": " جدا", "probability": 0.9990234375}, {"start": 1762.55, "end": 1763.25, "word": " فإذا", "probability": 0.84765625}, {"start": 1763.25, "end": 1764.09, "word": " لأ", "probability": 0.970703125}, {"start": 1764.09, "end": 1764.51, "word": " في", "probability": 0.9267578125}, {"start": 1764.51, "end": 1764.79, "word": " بعض", "probability": 0.994384765625}, {"start": 1764.79, "end": 1765.39, "word": " الألعاب", "probability": 0.9918212890625}, {"start": 1765.39, "end": 1765.67, "word": " في", "probability": 0.87255859375}, {"start": 1765.67, "end": 1766.65, "word": " عندى", "probability": 0.6322021484375}, {"start": 1766.65, "end": 1767.49, "word": " إشكالية", "probability": 0.94873046875}, {"start": 1767.49, "end": 1767.71, "word": " لازم", "probability": 0.9957682291666666}, {"start": 1767.71, "end": 1768.21, "word": " أفكرلها", "probability": 0.9166015625}, {"start": 1768.21, "end": 1769.07, "word": " بستراتيجية", "probability": 0.9017857142857143}, {"start": 1769.07, "end": 1769.49, "word": " أكثر", "probability": 0.8927408854166666}, {"start": 1769.49, "end": 1770.01, "word": " وضوحا", "probability": 0.96728515625}, {"start": 1770.01, "end": 1770.37, "word": " و", "probability": 0.89892578125}, {"start": 1770.37, "end": 1770.87, "word": " أخف", "probability": 0.96875}], "temperature": 1.0}, {"id": 79, "seek": 179541, "start": 1771.33, "end": 1795.41, "text": "حملا على في ال times و ال space على ال time complexity و ال space complexity هنشوف خلال الشغل تبعنا وهذا اللي هتاخدنا إليه فكرة ال brawning ال alpha beta brawning طيب هاي بالشكل أساسي ال tic tac toy و اللي رسمناها هنا هيكون فيه نبدأ بال max أو اللي .. اللي بدي أعمله maximization على اعتبار أنه أنا x", "tokens": [35571, 15040, 15844, 8978, 2423, 1413, 4032, 2423, 1901, 15844, 2423, 565, 14024, 4032, 2423, 1901, 14024, 8032, 1863, 8592, 38688, 16490, 1211, 6027, 25124, 17082, 1211, 6055, 3555, 3615, 8315, 37037, 15730, 13672, 1829, 8032, 2655, 47283, 3215, 8315, 11933, 20292, 3224, 6156, 4117, 25720, 2423, 1548, 86, 773, 2423, 8961, 9861, 1548, 86, 773, 23032, 1829, 3555, 8032, 47302, 20666, 8592, 28820, 5551, 3794, 32277, 1829, 2423, 256, 299, 25018, 12058, 4032, 13672, 1829, 12602, 38251, 8315, 11296, 34105, 39896, 30544, 8978, 3224, 8717, 44510, 10721, 20666, 11469, 34051, 13672, 1829, 4386, 13672, 1829, 4724, 16254, 5551, 25957, 43761, 5138, 2144, 15844, 1975, 34268, 3555, 9640, 14739, 3224, 41850, 2031], "avg_logprob": -0.2685287484025533, "compression_ratio": 1.7509727626459144, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1771.33, "end": 1771.75, "word": "حملا", "probability": 0.76513671875}, {"start": 1771.75, "end": 1771.99, "word": " على", "probability": 0.63623046875}, {"start": 1771.99, "end": 1772.73, "word": " في", "probability": 0.4755859375}, {"start": 1772.73, "end": 1772.87, "word": " ال", "probability": 0.9765625}, {"start": 1772.87, "end": 1773.19, "word": " times", "probability": 0.34521484375}, {"start": 1773.19, "end": 1773.53, "word": " و", "probability": 0.438232421875}, {"start": 1773.53, "end": 1773.59, "word": " ال", "probability": 0.890625}, {"start": 1773.59, "end": 1774.01, "word": " space", "probability": 0.97509765625}, {"start": 1774.01, "end": 1774.63, "word": " على", "probability": 0.288330078125}, {"start": 1774.63, "end": 1774.77, "word": " ال", "probability": 0.978515625}, {"start": 1774.77, "end": 1775.01, "word": " time", "probability": 0.75048828125}, {"start": 1775.01, "end": 1775.45, "word": " complexity", "probability": 0.8984375}, {"start": 1775.45, "end": 1775.55, "word": " و", "probability": 0.9228515625}, {"start": 1775.55, "end": 1775.61, "word": " ال", "probability": 0.93701171875}, {"start": 1775.61, "end": 1775.77, "word": " space", "probability": 0.9765625}, {"start": 1775.77, "end": 1776.21, "word": " complexity", "probability": 0.9580078125}, {"start": 1776.21, "end": 1776.85, "word": " هنشوف", "probability": 0.866943359375}, {"start": 1776.85, "end": 1777.43, "word": " خلال", "probability": 0.986328125}, {"start": 1777.43, "end": 1777.75, "word": " الشغل", "probability": 0.9181315104166666}, {"start": 1777.75, "end": 1778.05, "word": " تبعنا", "probability": 0.925048828125}, {"start": 1778.05, "end": 1778.29, "word": " وهذا", "probability": 0.703857421875}, {"start": 1778.29, "end": 1778.37, "word": " اللي", "probability": 0.94482421875}, {"start": 1778.37, "end": 1779.69, "word": " هتاخدنا", "probability": 0.85712890625}, {"start": 1779.69, "end": 1780.33, "word": " إليه", "probability": 0.541748046875}, {"start": 1780.33, "end": 1780.91, "word": " فكرة", "probability": 0.9835611979166666}, {"start": 1780.91, "end": 1781.09, "word": " ال", "probability": 0.96044921875}, {"start": 1781.09, "end": 1781.55, "word": " brawning", "probability": 0.6162923177083334}, {"start": 1781.55, "end": 1782.17, "word": " ال", "probability": 0.755859375}, {"start": 1782.17, "end": 1782.43, "word": " alpha", "probability": 0.73486328125}, {"start": 1782.43, "end": 1782.75, "word": " beta", "probability": 0.646484375}, {"start": 1782.75, "end": 1783.35, "word": " brawning", "probability": 0.8870442708333334}, {"start": 1783.35, "end": 1783.97, "word": " طيب", "probability": 0.9327799479166666}, {"start": 1783.97, "end": 1784.79, "word": " هاي", "probability": 0.55908203125}, {"start": 1784.79, "end": 1785.13, "word": " بالشكل", "probability": 0.9586588541666666}, {"start": 1785.13, "end": 1785.51, "word": " أساسي", "probability": 0.86865234375}, {"start": 1785.51, "end": 1785.71, "word": " ال", "probability": 0.904296875}, {"start": 1785.71, "end": 1785.87, "word": " tic", "probability": 0.546783447265625}, {"start": 1785.87, "end": 1786.01, "word": " tac", "probability": 0.54443359375}, {"start": 1786.01, "end": 1786.27, "word": " toy", "probability": 0.8984375}, {"start": 1786.27, "end": 1786.73, "word": " و", "probability": 0.58056640625}, {"start": 1786.73, "end": 1786.97, "word": " اللي", "probability": 0.97705078125}, {"start": 1786.97, "end": 1787.81, "word": " رسمناها", "probability": 0.7969970703125}, {"start": 1787.81, "end": 1788.09, "word": " هنا", "probability": 0.99365234375}, {"start": 1788.09, "end": 1788.65, "word": " هيكون", "probability": 0.589599609375}, {"start": 1788.65, "end": 1788.87, "word": " فيه", "probability": 0.762939453125}, {"start": 1788.87, "end": 1790.41, "word": " نبدأ", "probability": 0.7169596354166666}, {"start": 1790.41, "end": 1790.61, "word": " بال", "probability": 0.94189453125}, {"start": 1790.61, "end": 1790.99, "word": " max", "probability": 0.61328125}, {"start": 1790.99, "end": 1791.75, "word": " أو", "probability": 0.62451171875}, {"start": 1791.75, "end": 1792.13, "word": " اللي", "probability": 0.956298828125}, {"start": 1792.13, "end": 1792.13, "word": " ..", "probability": 0.478271484375}, {"start": 1792.13, "end": 1792.47, "word": " اللي", "probability": 0.98828125}, {"start": 1792.47, "end": 1792.73, "word": " بدي", "probability": 0.788818359375}, {"start": 1792.73, "end": 1793.11, "word": " أعمله", "probability": 0.9451497395833334}, {"start": 1793.11, "end": 1794.05, "word": " maximization", "probability": 0.840576171875}, {"start": 1794.05, "end": 1794.27, "word": " على", "probability": 0.7822265625}, {"start": 1794.27, "end": 1794.73, "word": " اعتبار", "probability": 0.91552734375}, {"start": 1794.73, "end": 1794.93, "word": " أنه", "probability": 0.700927734375}, {"start": 1794.93, "end": 1795.09, "word": " أنا", "probability": 0.67236328125}, {"start": 1795.09, "end": 1795.41, "word": " x", "probability": 0.472900390625}], "temperature": 1.0}, {"id": 80, "seek": 181840, "start": 1796.02, "end": 1818.4, "text": "على اعتبار ان احنا X فمعنا ذلك انا بدي احاول اعمل maximization طيب لما ييجي دور O هو بيحاول يعمل لي minimization بيعمل اليه minimization فهو بلعب بحيث انه يعمل minimum اليه فصارت minimum من خلال ال O فصارت دور هنا لل O عشان يسلمني بعدين اللعبة انا ألعب ارجع max", "tokens": [3615, 23942, 1975, 34268, 3555, 9640, 16472, 1975, 5016, 8315, 1783, 6156, 2304, 3615, 8315, 29910, 23275, 1975, 8315, 4724, 16254, 1975, 5016, 995, 12610, 1975, 25957, 1211, 5138, 2144, 23032, 1829, 3555, 5296, 15042, 7251, 1829, 7435, 1829, 11778, 13063, 422, 31439, 4724, 1829, 5016, 995, 12610, 7251, 25957, 1211, 32239, 4464, 2144, 4724, 1829, 25957, 1211, 45595, 3224, 4464, 2144, 6156, 3224, 2407, 4724, 1211, 3615, 3555, 4724, 5016, 1829, 12984, 16472, 3224, 7251, 25957, 1211, 7285, 45595, 3224, 6156, 9381, 9640, 2655, 7285, 9154, 16490, 1211, 6027, 2423, 422, 6156, 9381, 9640, 2655, 11778, 13063, 34105, 24976, 422, 6225, 8592, 7649, 7251, 3794, 19528, 22653, 39182, 9957, 13672, 3615, 49401, 1975, 8315, 5551, 1211, 3615, 3555, 1975, 47341, 3615, 11469], "avg_logprob": -0.14931956185929238, "compression_ratio": 1.8693693693693694, "no_speech_prob": 1.2218952178955078e-05, "words": [{"start": 1796.02, "end": 1796.22, "word": "على", "probability": 0.51318359375}, {"start": 1796.22, "end": 1796.48, "word": " اعتبار", "probability": 0.9588623046875}, {"start": 1796.48, "end": 1796.58, "word": " ان", "probability": 0.4765625}, {"start": 1796.58, "end": 1796.8, "word": " احنا", "probability": 0.931640625}, {"start": 1796.8, "end": 1797.12, "word": " X", "probability": 0.57861328125}, {"start": 1797.12, "end": 1797.82, "word": " فمعنا", "probability": 0.67919921875}, {"start": 1797.82, "end": 1798.04, "word": " ذلك", "probability": 0.959228515625}, {"start": 1798.04, "end": 1798.2, "word": " انا", "probability": 0.836181640625}, {"start": 1798.2, "end": 1798.4, "word": " بدي", "probability": 0.5595703125}, {"start": 1798.4, "end": 1798.68, "word": " احاول", "probability": 0.9385986328125}, {"start": 1798.68, "end": 1798.9, "word": " اعمل", "probability": 0.9405924479166666}, {"start": 1798.9, "end": 1799.94, "word": " maximization", "probability": 0.781494140625}, {"start": 1799.94, "end": 1800.74, "word": " طيب", "probability": 0.9562174479166666}, {"start": 1800.74, "end": 1801.12, "word": " لما", "probability": 0.846923828125}, {"start": 1801.12, "end": 1801.4, "word": " ييجي", "probability": 0.878662109375}, {"start": 1801.4, "end": 1801.64, "word": " دور", "probability": 0.9931640625}, {"start": 1801.64, "end": 1802.42, "word": " O", "probability": 0.8271484375}, {"start": 1802.42, "end": 1803.2, "word": " هو", "probability": 0.90185546875}, {"start": 1803.2, "end": 1803.62, "word": " بيحاول", "probability": 0.9822265625}, {"start": 1803.62, "end": 1803.88, "word": " يعمل", "probability": 0.8562825520833334}, {"start": 1803.88, "end": 1803.98, "word": " لي", "probability": 0.402099609375}, {"start": 1803.98, "end": 1804.86, "word": " minimization", "probability": 0.760986328125}, {"start": 1804.86, "end": 1806.16, "word": " بيعمل", "probability": 0.9451904296875}, {"start": 1806.16, "end": 1806.46, "word": " اليه", "probability": 0.811279296875}, {"start": 1806.46, "end": 1807.12, "word": " minimization", "probability": 0.82470703125}, {"start": 1807.12, "end": 1807.42, "word": " فهو", "probability": 0.9599609375}, {"start": 1807.42, "end": 1807.86, "word": " بلعب", "probability": 0.80804443359375}, {"start": 1807.86, "end": 1808.18, "word": " بحيث", "probability": 0.9056396484375}, {"start": 1808.18, "end": 1808.32, "word": " انه", "probability": 0.919189453125}, {"start": 1808.32, "end": 1808.64, "word": " يعمل", "probability": 0.9861653645833334}, {"start": 1808.64, "end": 1809.14, "word": " minimum", "probability": 0.94921875}, {"start": 1809.14, "end": 1809.68, "word": " اليه", "probability": 0.741943359375}, {"start": 1809.68, "end": 1810.46, "word": " فصارت", "probability": 0.97705078125}, {"start": 1810.46, "end": 1811.06, "word": " minimum", "probability": 0.9619140625}, {"start": 1811.06, "end": 1811.58, "word": " من", "probability": 0.99609375}, {"start": 1811.58, "end": 1812.78, "word": " خلال", "probability": 0.9938151041666666}, {"start": 1812.78, "end": 1813.08, "word": " ال", "probability": 0.9365234375}, {"start": 1813.08, "end": 1813.24, "word": " O", "probability": 0.93115234375}, {"start": 1813.24, "end": 1813.74, "word": " فصارت", "probability": 0.9483642578125}, {"start": 1813.74, "end": 1813.92, "word": " دور", "probability": 0.991455078125}, {"start": 1813.92, "end": 1814.12, "word": " هنا", "probability": 0.95947265625}, {"start": 1814.12, "end": 1814.34, "word": " لل", "probability": 0.8720703125}, {"start": 1814.34, "end": 1814.58, "word": " O", "probability": 0.91259765625}, {"start": 1814.58, "end": 1815.36, "word": " عشان", "probability": 0.97900390625}, {"start": 1815.36, "end": 1815.84, "word": " يسلمني", "probability": 0.9598388671875}, {"start": 1815.84, "end": 1816.2, "word": " بعدين", "probability": 0.904541015625}, {"start": 1816.2, "end": 1816.6, "word": " اللعبة", "probability": 0.9773763020833334}, {"start": 1816.6, "end": 1816.98, "word": " انا", "probability": 0.825439453125}, {"start": 1816.98, "end": 1817.38, "word": " ألعب", "probability": 0.9046630859375}, {"start": 1817.38, "end": 1817.98, "word": " ارجع", "probability": 0.8898111979166666}, {"start": 1817.98, "end": 1818.4, "word": " max", "probability": 0.47509765625}], "temperature": 1.0}, {"id": 81, "seek": 184559, "start": 1819.19, "end": 1845.59, "text": "بدي أعمل maximization ل X كويس و بهذا الشكل لعند ما نصل في النهاية للحالة بتاعتنا عشان نقول والله هنا ال O هو اللي فاز ف سالب واحد بالظبط معناته X اللي هو أنا خسرت أنا خسرت فال utility تبعتي واضح أنه أنا كمصلحة أنا خسرت المصلحة تبعتي ك utility أنا خسران طيب هنا تعادل فصفر هنا لأ أنا فزت", "tokens": [3555, 16254, 5551, 25957, 1211, 5138, 2144, 5296, 1783, 9122, 45865, 3794, 4032, 39627, 15730, 25124, 28820, 5296, 3615, 41260, 19446, 8717, 36520, 8978, 28239, 11296, 10632, 24976, 5016, 6027, 3660, 39894, 995, 34268, 8315, 6225, 8592, 7649, 8717, 39648, 16070, 43761, 34105, 2423, 422, 31439, 13672, 1829, 6156, 31377, 6156, 8608, 6027, 3555, 36764, 24401, 20666, 19913, 3555, 9566, 20449, 8315, 47395, 1783, 13672, 1829, 31439, 41850, 16490, 3794, 43500, 41850, 16490, 3794, 43500, 6156, 6027, 14877, 6055, 3555, 3615, 31371, 4032, 46958, 5016, 14739, 3224, 41850, 9122, 2304, 36520, 5016, 3660, 41850, 16490, 3794, 43500, 9673, 36520, 5016, 3660, 6055, 3555, 3615, 31371, 9122, 14877, 41850, 16490, 3794, 2288, 7649, 23032, 1829, 3555, 34105, 37279, 18513, 1211, 6156, 9381, 5172, 2288, 34105, 5296, 10721, 41850, 6156, 11622, 2655], "avg_logprob": -0.12953244889055499, "compression_ratio": 1.8764478764478765, "no_speech_prob": 2.8014183044433594e-06, "words": [{"start": 1819.19, "end": 1819.47, "word": "بدي", "probability": 0.64013671875}, {"start": 1819.47, "end": 1819.67, "word": " أعمل", "probability": 0.7772623697916666}, {"start": 1819.67, "end": 1820.35, "word": " maximization", "probability": 0.658447265625}, {"start": 1820.35, "end": 1820.59, "word": " ل", "probability": 0.9384765625}, {"start": 1820.59, "end": 1821.49, "word": " X", "probability": 0.50341796875}, {"start": 1821.49, "end": 1822.19, "word": " كويس", "probability": 0.8346354166666666}, {"start": 1822.19, "end": 1822.31, "word": " و", "probability": 0.46728515625}, {"start": 1822.31, "end": 1822.57, "word": " بهذا", "probability": 0.9365234375}, {"start": 1822.57, "end": 1822.95, "word": " الشكل", "probability": 0.99267578125}, {"start": 1822.95, "end": 1823.49, "word": " لعند", "probability": 0.8118489583333334}, {"start": 1823.49, "end": 1823.59, "word": " ما", "probability": 0.9462890625}, {"start": 1823.59, "end": 1823.83, "word": " نصل", "probability": 0.959228515625}, {"start": 1823.83, "end": 1823.97, "word": " في", "probability": 0.8671875}, {"start": 1823.97, "end": 1824.41, "word": " النهاية", "probability": 0.95654296875}, {"start": 1824.41, "end": 1825.13, "word": " للحالة", "probability": 0.9149169921875}, {"start": 1825.13, "end": 1825.51, "word": " بتاعتنا", "probability": 0.9058837890625}, {"start": 1825.51, "end": 1825.97, "word": " عشان", "probability": 0.9728190104166666}, {"start": 1825.97, "end": 1826.21, "word": " نقول", "probability": 0.98095703125}, {"start": 1826.21, "end": 1826.53, "word": " والله", "probability": 0.8603515625}, {"start": 1826.53, "end": 1826.83, "word": " هنا", "probability": 0.923828125}, {"start": 1826.83, "end": 1827.55, "word": " ال", "probability": 0.83984375}, {"start": 1827.55, "end": 1827.69, "word": " O", "probability": 0.771484375}, {"start": 1827.69, "end": 1827.85, "word": " هو", "probability": 0.986328125}, {"start": 1827.85, "end": 1828.07, "word": " اللي", "probability": 0.9609375}, {"start": 1828.07, "end": 1828.45, "word": " فاز", "probability": 0.966796875}, {"start": 1828.45, "end": 1829.97, "word": " ف", "probability": 0.9697265625}, {"start": 1829.97, "end": 1830.55, "word": " سالب", "probability": 0.730224609375}, {"start": 1830.55, "end": 1830.91, "word": " واحد", "probability": 0.88916015625}, {"start": 1830.91, "end": 1832.11, "word": " بالظبط", "probability": 0.857666015625}, {"start": 1832.11, "end": 1832.47, "word": " معناته", "probability": 0.9728190104166666}, {"start": 1832.47, "end": 1832.67, "word": " X", "probability": 0.94140625}, {"start": 1832.67, "end": 1832.91, "word": " اللي", "probability": 0.97900390625}, {"start": 1832.91, "end": 1833.05, "word": " هو", "probability": 0.978515625}, {"start": 1833.05, "end": 1833.19, "word": " أنا", "probability": 0.8203125}, {"start": 1833.19, "end": 1833.59, "word": " خسرت", "probability": 0.9679361979166666}, {"start": 1833.59, "end": 1834.19, "word": " أنا", "probability": 0.37158203125}, {"start": 1834.19, "end": 1834.53, "word": " خسرت", "probability": 0.9892578125}, {"start": 1834.53, "end": 1834.93, "word": " فال", "probability": 0.806640625}, {"start": 1834.93, "end": 1835.13, "word": " utility", "probability": 0.9755859375}, {"start": 1835.13, "end": 1835.59, "word": " تبعتي", "probability": 0.917236328125}, {"start": 1835.59, "end": 1836.11, "word": " واضح", "probability": 0.9855143229166666}, {"start": 1836.11, "end": 1836.29, "word": " أنه", "probability": 0.7261962890625}, {"start": 1836.29, "end": 1836.55, "word": " أنا", "probability": 0.78076171875}, {"start": 1836.55, "end": 1838.89, "word": " كمصلحة", "probability": 0.97998046875}, {"start": 1838.89, "end": 1839.33, "word": " أنا", "probability": 0.90283203125}, {"start": 1839.33, "end": 1839.61, "word": " خسرت", "probability": 0.9881184895833334}, {"start": 1839.61, "end": 1840.05, "word": " المصلحة", "probability": 0.9871826171875}, {"start": 1840.05, "end": 1840.37, "word": " تبعتي", "probability": 0.9588623046875}, {"start": 1840.37, "end": 1840.81, "word": " ك", "probability": 0.884765625}, {"start": 1840.81, "end": 1841.07, "word": " utility", "probability": 0.81005859375}, {"start": 1841.07, "end": 1841.27, "word": " أنا", "probability": 0.86865234375}, {"start": 1841.27, "end": 1841.69, "word": " خسران", "probability": 0.9151611328125}, {"start": 1841.69, "end": 1842.19, "word": " طيب", "probability": 0.9475911458333334}, {"start": 1842.19, "end": 1842.61, "word": " هنا", "probability": 0.97021484375}, {"start": 1842.61, "end": 1843.99, "word": " تعادل", "probability": 0.86865234375}, {"start": 1843.99, "end": 1844.45, "word": " فصفر", "probability": 0.907958984375}, {"start": 1844.45, "end": 1844.87, "word": " هنا", "probability": 0.91259765625}, {"start": 1844.87, "end": 1845.05, "word": " لأ", "probability": 0.931396484375}, {"start": 1845.05, "end": 1845.19, "word": " أنا", "probability": 0.89501953125}, {"start": 1845.19, "end": 1845.59, "word": " فزت", "probability": 0.8382161458333334}], "temperature": 1.0}, {"id": 82, "seek": 185985, "start": 1847.59, "end": 1859.85, "text": "plus one و بنكمل طبعا لكل زي ما قلنا لحوالي جدرس ات مية و اتنين و تمانين الف و تمانين و اتنين و تمانين حاجة زي هي تمام فهذه ال tree ككل لكن انها كنت ابحث فيها كلها صعبة", "tokens": [18954, 472, 4032, 44945, 24793, 1211, 23032, 3555, 3615, 995, 5296, 28820, 30767, 1829, 19446, 12174, 1211, 8315, 5296, 5016, 2407, 6027, 1829, 10874, 3215, 2288, 3794, 1975, 2655, 3714, 10632, 4032, 1975, 2655, 1863, 9957, 4032, 46811, 7649, 9957, 27188, 4032, 46811, 7649, 9957, 4032, 1975, 2655, 1863, 9957, 4032, 46811, 7649, 9957, 11331, 26108, 3660, 30767, 1829, 39896, 46811, 10943, 6156, 3224, 24192, 2423, 4230, 9122, 28820, 44381, 16472, 11296, 9122, 29399, 48127, 5016, 12984, 8978, 11296, 28242, 11296, 20328, 3615, 49401], "avg_logprob": -0.22499999579261332, "compression_ratio": 1.7826086956521738, "no_speech_prob": 1.4662742614746094e-05, "words": [{"start": 1847.59, "end": 1847.87, "word": "plus", "probability": 0.454833984375}, {"start": 1847.87, "end": 1848.23, "word": " one", "probability": 0.90283203125}, {"start": 1848.23, "end": 1848.81, "word": " و", "probability": 0.529296875}, {"start": 1848.81, "end": 1849.45, "word": " بنكمل", "probability": 0.87158203125}, {"start": 1849.45, "end": 1849.75, "word": " طبعا", "probability": 0.9730224609375}, {"start": 1849.75, "end": 1850.23, "word": " لكل", "probability": 0.9228515625}, {"start": 1850.23, "end": 1850.81, "word": " زي", "probability": 0.8583984375}, {"start": 1850.81, "end": 1850.85, "word": " ما", "probability": 0.974609375}, {"start": 1850.85, "end": 1851.05, "word": " قلنا", "probability": 0.8473307291666666}, {"start": 1851.05, "end": 1851.43, "word": " لحوالي", "probability": 0.8919921875}, {"start": 1851.43, "end": 1851.69, "word": " جدرس", "probability": 0.75836181640625}, {"start": 1851.69, "end": 1851.83, "word": " ات", "probability": 0.52490234375}, {"start": 1851.83, "end": 1851.99, "word": " مية", "probability": 0.6490478515625}, {"start": 1851.99, "end": 1852.13, "word": " و", "probability": 0.91650390625}, {"start": 1852.13, "end": 1852.35, "word": " اتنين", "probability": 0.80859375}, {"start": 1852.35, "end": 1852.43, "word": " و", "probability": 0.7666015625}, {"start": 1852.43, "end": 1852.67, "word": " تمانين", "probability": 0.8802083333333334}, {"start": 1852.67, "end": 1852.95, "word": " الف", "probability": 0.8466796875}, {"start": 1852.95, "end": 1853.21, "word": " و", "probability": 0.94873046875}, {"start": 1853.21, "end": 1853.65, "word": " تمانين", "probability": 0.79736328125}, {"start": 1853.65, "end": 1853.75, "word": " و", "probability": 0.69775390625}, {"start": 1853.75, "end": 1853.87, "word": " اتنين", "probability": 0.8499755859375}, {"start": 1853.87, "end": 1853.97, "word": " و", "probability": 0.98046875}, {"start": 1853.97, "end": 1854.23, "word": " تمانين", "probability": 0.9588216145833334}, {"start": 1854.23, "end": 1854.51, "word": " حاجة", "probability": 0.9322916666666666}, {"start": 1854.51, "end": 1854.69, "word": " زي", "probability": 0.968017578125}, {"start": 1854.69, "end": 1854.83, "word": " هي", "probability": 0.4052734375}, {"start": 1854.83, "end": 1855.67, "word": " تمام", "probability": 0.82275390625}, {"start": 1855.67, "end": 1856.43, "word": " فهذه", "probability": 0.8756510416666666}, {"start": 1856.43, "end": 1856.67, "word": " ال", "probability": 0.68310546875}, {"start": 1856.67, "end": 1856.89, "word": " tree", "probability": 0.12451171875}, {"start": 1856.89, "end": 1857.27, "word": " ككل", "probability": 0.918701171875}, {"start": 1857.27, "end": 1857.61, "word": " لكن", "probability": 0.87841796875}, {"start": 1857.61, "end": 1857.87, "word": " انها", "probability": 0.57470703125}, {"start": 1857.87, "end": 1857.99, "word": " كنت", "probability": 0.6363525390625}, {"start": 1857.99, "end": 1858.29, "word": " ابحث", "probability": 0.8670247395833334}, {"start": 1858.29, "end": 1858.51, "word": " فيها", "probability": 0.973388671875}, {"start": 1858.51, "end": 1858.91, "word": " كلها", "probability": 0.97900390625}, {"start": 1858.91, "end": 1859.85, "word": " صعبة", "probability": 0.9840494791666666}], "temperature": 1.0}, {"id": 83, "seek": 188745, "start": 1860.67, "end": 1887.45, "text": "كويس لو أخدنا مثال بسيط أصغر عساس ان نوضح القيم اللي تحته طبعا هنا شوفنا حطينا توي واحد سالب واحد صفر يعني بنقدر نحط القيم القيم هذه اللي هي ال possibility to win جداش فرص الفوز .. جداش فرص الفوز فلو قلنا ال tree بهذا الشكل عشان نوضح بس الأول strategy اللي هي ال minimax بهذا الشكل اللي احنا شايفينه", "tokens": [4117, 45865, 3794, 45164, 5551, 9778, 3215, 8315, 50113, 6027, 4724, 3794, 1829, 9566, 5551, 9381, 17082, 2288, 6225, 3794, 32277, 16472, 8717, 2407, 11242, 5016, 25062, 32640, 13672, 1829, 6055, 33753, 3224, 23032, 3555, 3615, 995, 34105, 13412, 38688, 8315, 11331, 9566, 1829, 8315, 6055, 45865, 36764, 24401, 8608, 6027, 3555, 36764, 24401, 20328, 5172, 2288, 37495, 22653, 44945, 28543, 2288, 8717, 5016, 9566, 25062, 32640, 25062, 32640, 29538, 13672, 1829, 39896, 2423, 7959, 281, 1942, 10874, 3215, 33599, 6156, 2288, 9381, 27188, 2407, 11622, 4386, 10874, 3215, 33599, 6156, 2288, 9381, 27188, 2407, 11622, 6156, 1211, 2407, 12174, 1211, 8315, 2423, 4230, 39627, 15730, 25124, 28820, 6225, 8592, 7649, 8717, 2407, 11242, 5016, 4724, 3794, 16247, 12610, 5206, 13672, 1829, 39896, 2423, 4464, 2797, 39627, 15730, 25124, 28820, 13672, 1829, 1975, 5016, 8315, 13412, 995, 33911, 9957, 3224], "avg_logprob": -0.15791223826983297, "compression_ratio": 1.873134328358209, "no_speech_prob": 9.5367431640625e-07, "words": [{"start": 1860.67, "end": 1861.05, "word": "كويس", "probability": 0.7399495442708334}, {"start": 1861.05, "end": 1861.59, "word": " لو", "probability": 0.3828125}, {"start": 1861.59, "end": 1861.89, "word": " أخدنا", "probability": 0.947509765625}, {"start": 1861.89, "end": 1862.17, "word": " مثال", "probability": 0.969482421875}, {"start": 1862.17, "end": 1862.51, "word": " بسيط", "probability": 0.9930419921875}, {"start": 1862.51, "end": 1863.03, "word": " أصغر", "probability": 0.970458984375}, {"start": 1863.03, "end": 1863.55, "word": " عساس", "probability": 0.7869466145833334}, {"start": 1863.55, "end": 1863.65, "word": " ان", "probability": 0.377197265625}, {"start": 1863.65, "end": 1864.27, "word": " نوضح", "probability": 0.89501953125}, {"start": 1864.27, "end": 1864.73, "word": " القيم", "probability": 0.825439453125}, {"start": 1864.73, "end": 1864.89, "word": " اللي", "probability": 0.874755859375}, {"start": 1864.89, "end": 1865.21, "word": " تحته", "probability": 0.8992513020833334}, {"start": 1865.21, "end": 1865.49, "word": " طبعا", "probability": 0.890380859375}, {"start": 1865.49, "end": 1865.71, "word": " هنا", "probability": 0.7177734375}, {"start": 1865.71, "end": 1866.09, "word": " شوفنا", "probability": 0.84228515625}, {"start": 1866.09, "end": 1866.59, "word": " حطينا", "probability": 0.81884765625}, {"start": 1866.59, "end": 1866.83, "word": " توي", "probability": 0.5225830078125}, {"start": 1866.83, "end": 1867.29, "word": " واحد", "probability": 0.843017578125}, {"start": 1867.29, "end": 1867.83, "word": " سالب", "probability": 0.8294270833333334}, {"start": 1867.83, "end": 1868.19, "word": " واحد", "probability": 0.991455078125}, {"start": 1868.19, "end": 1868.67, "word": " صفر", "probability": 0.9635416666666666}, {"start": 1868.67, "end": 1869.25, "word": " يعني", "probability": 0.853759765625}, {"start": 1869.25, "end": 1869.65, "word": " بنقدر", "probability": 0.9127604166666666}, {"start": 1869.65, "end": 1869.97, "word": " نحط", "probability": 0.9578450520833334}, {"start": 1869.97, "end": 1870.35, "word": " القيم", "probability": 0.92041015625}, {"start": 1870.35, "end": 1870.91, "word": " القيم", "probability": 0.9189453125}, {"start": 1870.91, "end": 1871.11, "word": " هذه", "probability": 0.5517578125}, {"start": 1871.11, "end": 1871.25, "word": " اللي", "probability": 0.98388671875}, {"start": 1871.25, "end": 1871.77, "word": " هي", "probability": 0.93212890625}, {"start": 1871.77, "end": 1872.19, "word": " ال", "probability": 0.77294921875}, {"start": 1872.19, "end": 1873.35, "word": " possibility", "probability": 0.92236328125}, {"start": 1873.35, "end": 1874.27, "word": " to", "probability": 0.9716796875}, {"start": 1874.27, "end": 1874.51, "word": " win", "probability": 0.9619140625}, {"start": 1874.51, "end": 1875.91, "word": " جداش", "probability": 0.7306315104166666}, {"start": 1875.91, "end": 1876.59, "word": " فرص", "probability": 0.9951171875}, {"start": 1876.59, "end": 1877.13, "word": " الفوز", "probability": 0.9920247395833334}, {"start": 1877.13, "end": 1877.27, "word": " ..", "probability": 0.326171875}, {"start": 1877.27, "end": 1877.49, "word": " جداش", "probability": 0.8351236979166666}, {"start": 1877.49, "end": 1877.75, "word": " فرص", "probability": 0.9964192708333334}, {"start": 1877.75, "end": 1878.07, "word": " الفوز", "probability": 0.9837239583333334}, {"start": 1878.07, "end": 1878.51, "word": " فلو", "probability": 0.9518229166666666}, {"start": 1878.51, "end": 1878.93, "word": " قلنا", "probability": 0.8995768229166666}, {"start": 1878.93, "end": 1879.37, "word": " ال", "probability": 0.67626953125}, {"start": 1879.37, "end": 1879.49, "word": " tree", "probability": 0.57275390625}, {"start": 1879.49, "end": 1879.85, "word": " بهذا", "probability": 0.970458984375}, {"start": 1879.85, "end": 1880.25, "word": " الشكل", "probability": 0.994140625}, {"start": 1880.25, "end": 1880.79, "word": " عشان", "probability": 0.9886067708333334}, {"start": 1880.79, "end": 1881.15, "word": " نوضح", "probability": 0.9871826171875}, {"start": 1881.15, "end": 1881.39, "word": " بس", "probability": 0.889404296875}, {"start": 1881.39, "end": 1882.53, "word": " الأول", "probability": 0.555938720703125}, {"start": 1882.53, "end": 1883.41, "word": " strategy", "probability": 0.70947265625}, {"start": 1883.41, "end": 1883.55, "word": " اللي", "probability": 0.980712890625}, {"start": 1883.55, "end": 1883.69, "word": " هي", "probability": 0.861328125}, {"start": 1883.69, "end": 1883.81, "word": " ال", "probability": 0.90087890625}, {"start": 1883.81, "end": 1884.31, "word": " minimax", "probability": 0.763671875}, {"start": 1884.31, "end": 1886.49, "word": " بهذا", "probability": 0.977783203125}, {"start": 1886.49, "end": 1886.75, "word": " الشكل", "probability": 0.994873046875}, {"start": 1886.75, "end": 1886.83, "word": " اللي", "probability": 0.987060546875}, {"start": 1886.83, "end": 1886.97, "word": " احنا", "probability": 0.8179524739583334}, {"start": 1886.97, "end": 1887.45, "word": " شايفينه", "probability": 0.988671875}], "temperature": 1.0}, {"id": 84, "seek": 189200, "start": 1888.28, "end": 1892.0, "text": "حاجة أقول هعمل أول شغلة الخطوة الأولى expanding", "tokens": [5016, 26108, 3660, 5551, 39648, 8032, 25957, 1211, 5551, 12610, 13412, 17082, 37977, 33962, 9566, 2407, 3660, 16247, 12610, 7578, 14702], "avg_logprob": -0.19939630004492673, "compression_ratio": 1.0833333333333333, "no_speech_prob": 0.0, "words": [{"start": 1888.28, "end": 1888.7, "word": "حاجة", "probability": 0.7903645833333334}, {"start": 1888.7, "end": 1889.02, "word": " أقول", "probability": 0.805908203125}, {"start": 1889.02, "end": 1890.3, "word": " هعمل", "probability": 0.8308919270833334}, {"start": 1890.3, "end": 1890.58, "word": " أول", "probability": 0.93017578125}, {"start": 1890.58, "end": 1890.9, "word": " شغلة", "probability": 0.8064778645833334}, {"start": 1890.9, "end": 1891.22, "word": " الخطوة", "probability": 0.84197998046875}, {"start": 1891.22, "end": 1891.52, "word": " الأولى", "probability": 0.98095703125}, {"start": 1891.52, "end": 1892.0, "word": " expanding", "probability": 0.568359375}], "temperature": 1.0}, {"id": 85, "seek": 192317, "start": 1893.31, "end": 1923.17, "text": "عملنا كل ال expanding ..عملت code ..ال code هذا قلتله حط جميع الاحتمالات في البداية أن ال X تكون في أي خانة من التسعة خانات .. بعدين امسك للخانة الأولى و افترض انه .. اه افترض انه O حطها في التمانية المتبقين .. فاعمللي التمانية ..طيب انقلي على ال X التانية و اعملي التمانية تعاونها ..و التمانية التالتة و الرابعة و الخمسة و التسعة ..طيب ارجع امسكلي اياهم ..الكمبيوتر المفروض هو اللي بدو يشتغل ..لما يعملي expanding كاملة", "tokens": [25957, 1211, 8315, 28242, 2423, 14702, 4386, 25957, 1211, 2655, 3089, 4386, 6027, 3089, 23758, 12174, 1211, 2655, 43761, 11331, 9566, 10874, 2304, 40228, 42963, 33753, 2304, 6027, 9307, 8978, 29739, 28259, 10632, 14739, 2423, 1783, 6055, 30544, 8978, 36632, 16490, 7649, 3660, 9154, 16712, 3794, 27884, 16490, 7649, 9307, 4386, 39182, 9957, 1975, 2304, 3794, 4117, 24976, 9778, 7649, 3660, 16247, 12610, 7578, 4032, 1975, 5172, 2655, 43042, 16472, 3224, 4386, 1975, 3224, 1975, 5172, 2655, 43042, 16472, 3224, 422, 11331, 9566, 11296, 8978, 16712, 2304, 7649, 10632, 9673, 2655, 3555, 4587, 9957, 4386, 6156, 45761, 42213, 20292, 16712, 2304, 7649, 10632, 4386, 9566, 1829, 3555, 16472, 4587, 20292, 15844, 2423, 1783, 16712, 7649, 10632, 4032, 1975, 25957, 20292, 16712, 2304, 7649, 10632, 37279, 995, 11536, 11296, 4386, 2407, 16712, 2304, 7649, 10632, 16712, 6027, 2655, 3660, 4032, 34892, 16758, 27884, 4032, 33962, 2304, 3794, 3660, 4032, 16712, 3794, 27884, 4386, 9566, 1829, 3555, 1975, 47341, 3615, 1975, 2304, 3794, 4117, 20292, 1975, 25528, 16095, 4386, 6027, 24793, 21292, 35473, 2288, 9673, 5172, 32887, 11242, 31439, 13672, 1829, 47525, 2407, 7251, 8592, 2655, 17082, 1211, 4386, 1211, 15042, 7251, 25957, 20292, 14702, 9122, 10943, 37977], "avg_logprob": -0.1886104088144254, "compression_ratio": 2.1506024096385543, "no_speech_prob": 0.33056640625, "words": [{"start": 1893.31, "end": 1893.77, "word": "عملنا", "probability": 0.9117838541666666}, {"start": 1893.77, "end": 1894.03, "word": " كل", "probability": 0.97265625}, {"start": 1894.03, "end": 1894.17, "word": " ال", "probability": 0.90283203125}, {"start": 1894.17, "end": 1894.57, "word": " expanding", "probability": 0.6181640625}, {"start": 1894.57, "end": 1895.31, "word": " ..عملت", "probability": 0.78466796875}, {"start": 1895.31, "end": 1896.27, "word": " code", "probability": 0.93310546875}, {"start": 1896.27, "end": 1896.89, "word": " ..ال", "probability": 0.72021484375}, {"start": 1896.89, "end": 1897.07, "word": " code", "probability": 0.85009765625}, {"start": 1897.07, "end": 1897.27, "word": " هذا", "probability": 0.78515625}, {"start": 1897.27, "end": 1897.73, "word": " قلتله", "probability": 0.916259765625}, {"start": 1897.73, "end": 1898.47, "word": " حط", "probability": 0.656005859375}, {"start": 1898.47, "end": 1898.79, "word": " جميع", "probability": 0.9840494791666666}, {"start": 1898.79, "end": 1899.35, "word": " الاحتمالات", "probability": 0.97353515625}, {"start": 1899.35, "end": 1899.45, "word": " في", "probability": 0.94091796875}, {"start": 1899.45, "end": 1899.83, "word": " البداية", "probability": 0.97998046875}, {"start": 1899.83, "end": 1900.01, "word": " أن", "probability": 0.46630859375}, {"start": 1900.01, "end": 1900.13, "word": " ال", "probability": 0.80615234375}, {"start": 1900.13, "end": 1900.29, "word": " X", "probability": 0.6630859375}, {"start": 1900.29, "end": 1900.59, "word": " تكون", "probability": 0.933349609375}, {"start": 1900.59, "end": 1900.77, "word": " في", "probability": 0.96240234375}, {"start": 1900.77, "end": 1901.03, "word": " أي", "probability": 0.7802734375}, {"start": 1901.03, "end": 1901.53, "word": " خانة", "probability": 0.9806315104166666}, {"start": 1901.53, "end": 1901.65, "word": " من", "probability": 0.9951171875}, {"start": 1901.65, "end": 1901.97, "word": " التسعة", "probability": 0.8199869791666666}, {"start": 1901.97, "end": 1902.45, "word": " خانات", "probability": 0.8767903645833334}, {"start": 1902.45, "end": 1903.07, "word": " ..", "probability": 0.52587890625}, {"start": 1903.07, "end": 1903.35, "word": " بعدين", "probability": 0.655517578125}, {"start": 1903.35, "end": 1903.59, "word": " امسك", "probability": 0.85205078125}, {"start": 1903.59, "end": 1904.01, "word": " للخانة", "probability": 0.84185791015625}, {"start": 1904.01, "end": 1904.41, "word": " الأولى", "probability": 0.9580078125}, {"start": 1904.41, "end": 1904.83, "word": " و", "probability": 0.499267578125}, {"start": 1904.83, "end": 1905.17, "word": " افترض", "probability": 0.8922119140625}, {"start": 1905.17, "end": 1905.57, "word": " انه", "probability": 0.749267578125}, {"start": 1905.57, "end": 1905.67, "word": " ..", "probability": 0.6748046875}, {"start": 1905.67, "end": 1905.81, "word": " اه", "probability": 0.6453857421875}, {"start": 1905.81, "end": 1906.21, "word": " افترض", "probability": 0.9603271484375}, {"start": 1906.21, "end": 1907.01, "word": " انه", "probability": 0.690673828125}, {"start": 1907.01, "end": 1907.33, "word": " O", "probability": 0.8095703125}, {"start": 1907.33, "end": 1908.39, "word": " حطها", "probability": 0.94482421875}, {"start": 1908.39, "end": 1908.53, "word": " في", "probability": 0.90673828125}, {"start": 1908.53, "end": 1908.97, "word": " التمانية", "probability": 0.92431640625}, {"start": 1908.97, "end": 1909.61, "word": " المتبقين", "probability": 0.95439453125}, {"start": 1909.61, "end": 1909.73, "word": " ..", "probability": 0.327880859375}, {"start": 1909.73, "end": 1910.25, "word": " فاعمللي", "probability": 0.69195556640625}, {"start": 1910.25, "end": 1910.73, "word": " التمانية", "probability": 0.929931640625}, {"start": 1910.73, "end": 1911.55, "word": " ..طيب", "probability": 0.73297119140625}, {"start": 1911.55, "end": 1911.97, "word": " انقلي", "probability": 0.9085286458333334}, {"start": 1911.97, "end": 1912.21, "word": " على", "probability": 0.79296875}, {"start": 1912.21, "end": 1912.57, "word": " ال", "probability": 0.9736328125}, {"start": 1912.57, "end": 1912.75, "word": " X", "probability": 0.9765625}, {"start": 1912.75, "end": 1913.09, "word": " التانية", "probability": 0.9749348958333334}, {"start": 1913.09, "end": 1913.19, "word": " و", "probability": 0.9052734375}, {"start": 1913.19, "end": 1913.39, "word": " اعملي", "probability": 0.7926432291666666}, {"start": 1913.39, "end": 1913.71, "word": " التمانية", "probability": 0.9674072265625}, {"start": 1913.71, "end": 1914.15, "word": " تعاونها", "probability": 0.874755859375}, {"start": 1914.15, "end": 1914.33, "word": " ..و", "probability": 0.59716796875}, {"start": 1914.33, "end": 1914.63, "word": " التمانية", "probability": 0.9501953125}, {"start": 1914.63, "end": 1914.99, "word": " التالتة", "probability": 0.9598388671875}, {"start": 1914.99, "end": 1915.07, "word": " و", "probability": 0.806640625}, {"start": 1915.07, "end": 1915.33, "word": " الرابعة", "probability": 0.96630859375}, {"start": 1915.33, "end": 1915.43, "word": " و", "probability": 0.85693359375}, {"start": 1915.43, "end": 1915.71, "word": " الخمسة", "probability": 0.9202880859375}, {"start": 1915.71, "end": 1915.81, "word": " و", "probability": 0.97216796875}, {"start": 1915.81, "end": 1916.21, "word": " التسعة", "probability": 0.8841145833333334}, {"start": 1916.21, "end": 1916.89, "word": " ..طيب", "probability": 0.95263671875}, {"start": 1916.89, "end": 1917.27, "word": " ارجع", "probability": 0.8898111979166666}, {"start": 1917.27, "end": 1917.63, "word": " امسكلي", "probability": 0.789599609375}, {"start": 1917.63, "end": 1917.91, "word": " اياهم", "probability": 0.7679850260416666}, {"start": 1917.91, "end": 1918.53, "word": " ..الكمبيوتر", "probability": 0.8100179036458334}, {"start": 1918.53, "end": 1918.93, "word": " المفروض", "probability": 0.82147216796875}, {"start": 1918.93, "end": 1919.51, "word": " هو", "probability": 0.7529296875}, {"start": 1919.51, "end": 1919.57, "word": " اللي", "probability": 0.952880859375}, {"start": 1919.57, "end": 1919.73, "word": " بدو", "probability": 0.5421142578125}, {"start": 1919.73, "end": 1920.09, "word": " يشتغل", "probability": 0.9900390625}, {"start": 1920.09, "end": 1920.99, "word": " ..لما", "probability": 0.76416015625}, {"start": 1920.99, "end": 1921.69, "word": " يعملي", "probability": 0.7350260416666666}, {"start": 1921.69, "end": 1922.43, "word": " expanding", "probability": 0.818359375}, {"start": 1922.43, "end": 1923.17, "word": " كاملة", "probability": 0.9794921875}], "temperature": 1.0}, {"id": 86, "seek": 193075, "start": 1923.39, "end": 1930.75, "text": "كما عملنا ال expanding، طلعنا كل ال expanding، باش بعمل evaluation تحت، زي ما توقيتنا بكل بساطة نعمل evaluation", "tokens": [4117, 15042, 6225, 42213, 8315, 2423, 14702, 12399, 23032, 1211, 3615, 8315, 28242, 2423, 14702, 12399, 4724, 33599, 4724, 25957, 1211, 13344, 6055, 33753, 12399, 30767, 1829, 19446, 6055, 30543, 36081, 8315, 4724, 28820, 4724, 3794, 41193, 3660, 8717, 25957, 1211, 13344], "avg_logprob": -0.2240188995073008, "compression_ratio": 1.4067796610169492, "no_speech_prob": 0.0, "words": [{"start": 1923.39, "end": 1924.27, "word": "كما", "probability": 0.824462890625}, {"start": 1924.27, "end": 1924.77, "word": " عملنا", "probability": 0.9615885416666666}, {"start": 1924.77, "end": 1924.85, "word": " ال", "probability": 0.8876953125}, {"start": 1924.85, "end": 1925.43, "word": " expanding،", "probability": 0.4033203125}, {"start": 1925.43, "end": 1925.89, "word": " طلعنا", "probability": 0.78607177734375}, {"start": 1925.89, "end": 1926.23, "word": " كل", "probability": 0.646484375}, {"start": 1926.23, "end": 1926.33, "word": " ال", "probability": 0.97509765625}, {"start": 1926.33, "end": 1926.83, "word": " expanding،", "probability": 0.73876953125}, {"start": 1926.83, "end": 1927.01, "word": " باش", "probability": 0.833251953125}, {"start": 1927.01, "end": 1927.31, "word": " بعمل", "probability": 0.9368489583333334}, {"start": 1927.31, "end": 1927.81, "word": " evaluation", "probability": 0.93310546875}, {"start": 1927.81, "end": 1928.85, "word": " تحت،", "probability": 0.84033203125}, {"start": 1928.85, "end": 1928.99, "word": " زي", "probability": 0.951416015625}, {"start": 1928.99, "end": 1929.05, "word": " ما", "probability": 0.9658203125}, {"start": 1929.05, "end": 1929.59, "word": " توقيتنا", "probability": 0.57080078125}, {"start": 1929.59, "end": 1929.87, "word": " بكل", "probability": 0.798583984375}, {"start": 1929.87, "end": 1930.21, "word": " بساطة", "probability": 0.9873046875}, {"start": 1930.21, "end": 1930.43, "word": " نعمل", "probability": 0.8919270833333334}, {"start": 1930.43, "end": 1930.75, "word": " evaluation", "probability": 0.97607421875}], "temperature": 1.0}, {"id": 87, "seek": 196151, "start": 1932.07, "end": 1961.51, "text": "مرحليا هنا بقدر اقول انه لو بديش اكمل للاخر هذا الطريق بيوصلني لجداش احتمالية عدد فوز، عدد مرات فوز، هنقول لو كملت فيه، في عندي تلت فرص فوز، فبقول الله اللي عندي الآن هو تلت فرص فوز، هذا ممكن يوصلني لتلت فرص فوز، هذه ممكن توصلني لاتناشر فرصة، هذه بتعملي تمت فرص، هذه اتنين، اربع، ستة، اربع تاشر، خمسة، اتنين، فإذا expanding evaluation", "tokens": [29973, 5016, 20292, 995, 34105, 4724, 28543, 2288, 1975, 39648, 16472, 3224, 45164, 47525, 1829, 8592, 1975, 24793, 1211, 24976, 47283, 2288, 23758, 41950, 16572, 4587, 4724, 1829, 2407, 36520, 22653, 5296, 7435, 3215, 33599, 1975, 33753, 2304, 6027, 10632, 6225, 3215, 3215, 6156, 2407, 11622, 12399, 6225, 3215, 3215, 3714, 2288, 9307, 6156, 2407, 11622, 12399, 8032, 1863, 39648, 45164, 9122, 42213, 2655, 8978, 3224, 12399, 8978, 18871, 16254, 6055, 1211, 2655, 6156, 2288, 9381, 6156, 2407, 11622, 12399, 6156, 3555, 39648, 21984, 13672, 1829, 18871, 16254, 6024, 48506, 31439, 6055, 1211, 2655, 6156, 2288, 9381, 6156, 2407, 11622, 12399, 23758, 3714, 43020, 7251, 2407, 36520, 22653, 5296, 2655, 1211, 2655, 6156, 2288, 9381, 6156, 2407, 11622, 12399, 29538, 3714, 43020, 33427, 36520, 22653, 5296, 9307, 1863, 33599, 2288, 6156, 2288, 9381, 3660, 12399, 29538, 39894, 25957, 20292, 46811, 2655, 6156, 2288, 9381, 12399, 29538, 1975, 2655, 1863, 9957, 12399, 1975, 25513, 3615, 12399, 8608, 2655, 3660, 12399, 1975, 25513, 3615, 6055, 33599, 2288, 12399, 16490, 2304, 3794, 3660, 12399, 1975, 2655, 1863, 9957, 12399, 6156, 28814, 15730, 14702, 13344], "avg_logprob": -0.15719436829561714, "compression_ratio": 2.1115107913669067, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 1932.07, "end": 1932.81, "word": "مرحليا", "probability": 0.8165283203125}, {"start": 1932.81, "end": 1933.07, "word": " هنا", "probability": 0.9580078125}, {"start": 1933.07, "end": 1933.75, "word": " بقدر", "probability": 0.96630859375}, {"start": 1933.75, "end": 1934.09, "word": " اقول", "probability": 0.75146484375}, {"start": 1934.09, "end": 1934.67, "word": " انه", "probability": 0.849365234375}, {"start": 1934.67, "end": 1935.23, "word": " لو", "probability": 0.951171875}, {"start": 1935.23, "end": 1935.49, "word": " بديش", "probability": 0.5791015625}, {"start": 1935.49, "end": 1935.77, "word": " اكمل", "probability": 0.9363606770833334}, {"start": 1935.77, "end": 1936.33, "word": " للاخر", "probability": 0.8662109375}, {"start": 1936.33, "end": 1936.79, "word": " هذا", "probability": 0.70654296875}, {"start": 1936.79, "end": 1937.23, "word": " الطريق", "probability": 0.9869791666666666}, {"start": 1937.23, "end": 1938.11, "word": " بيوصلني", "probability": 0.8638671875}, {"start": 1938.11, "end": 1938.99, "word": " لجداش", "probability": 0.74713134765625}, {"start": 1938.99, "end": 1939.53, "word": " احتمالية", "probability": 0.98251953125}, {"start": 1939.53, "end": 1939.73, "word": " عدد", "probability": 0.9869791666666666}, {"start": 1939.73, "end": 1940.33, "word": " فوز،", "probability": 0.785797119140625}, {"start": 1940.33, "end": 1940.53, "word": " عدد", "probability": 0.98388671875}, {"start": 1940.53, "end": 1940.83, "word": " مرات", "probability": 0.8694661458333334}, {"start": 1940.83, "end": 1941.59, "word": " فوز،", "probability": 0.918701171875}, {"start": 1941.59, "end": 1941.91, "word": " هنقول", "probability": 0.8232421875}, {"start": 1941.91, "end": 1942.09, "word": " لو", "probability": 0.9765625}, {"start": 1942.09, "end": 1942.59, "word": " كملت", "probability": 0.93701171875}, {"start": 1942.59, "end": 1942.89, "word": " فيه،", "probability": 0.8684895833333334}, {"start": 1942.89, "end": 1942.97, "word": " في", "probability": 0.845703125}, {"start": 1942.97, "end": 1943.17, "word": " عندي", "probability": 0.740234375}, {"start": 1943.17, "end": 1943.47, "word": " تلت", "probability": 0.83056640625}, {"start": 1943.47, "end": 1944.45, "word": " فرص", "probability": 0.9931640625}, {"start": 1944.45, "end": 1944.99, "word": " فوز،", "probability": 0.914794921875}, {"start": 1944.99, "end": 1945.33, "word": " فبقول", "probability": 0.98193359375}, {"start": 1945.33, "end": 1945.55, "word": " الله", "probability": 0.4287109375}, {"start": 1945.55, "end": 1945.69, "word": " اللي", "probability": 0.916015625}, {"start": 1945.69, "end": 1945.91, "word": " عندي", "probability": 0.75}, {"start": 1945.91, "end": 1946.09, "word": " الآن", "probability": 0.58648681640625}, {"start": 1946.09, "end": 1946.27, "word": " هو", "probability": 0.9658203125}, {"start": 1946.27, "end": 1946.61, "word": " تلت", "probability": 0.9856770833333334}, {"start": 1946.61, "end": 1946.87, "word": " فرص", "probability": 0.9977213541666666}, {"start": 1946.87, "end": 1947.21, "word": " فوز،", "probability": 0.97705078125}, {"start": 1947.21, "end": 1947.29, "word": " هذا", "probability": 0.8525390625}, {"start": 1947.29, "end": 1947.57, "word": " ممكن", "probability": 0.969970703125}, {"start": 1947.57, "end": 1948.77, "word": " يوصلني", "probability": 0.8125}, {"start": 1948.77, "end": 1949.55, "word": " لتلت", "probability": 0.8638916015625}, {"start": 1949.55, "end": 1950.13, "word": " فرص", "probability": 0.9982096354166666}, {"start": 1950.13, "end": 1951.43, "word": " فوز،", "probability": 0.972412109375}, {"start": 1951.43, "end": 1951.59, "word": " هذه", "probability": 0.7099609375}, {"start": 1951.59, "end": 1951.81, "word": " ممكن", "probability": 0.993896484375}, {"start": 1951.81, "end": 1952.25, "word": " توصلني", "probability": 0.8193359375}, {"start": 1952.25, "end": 1952.65, "word": " لاتناشر", "probability": 0.8018310546875}, {"start": 1952.65, "end": 1953.47, "word": " فرصة،", "probability": 0.98173828125}, {"start": 1953.47, "end": 1953.67, "word": " هذه", "probability": 0.826171875}, {"start": 1953.67, "end": 1954.13, "word": " بتعملي", "probability": 0.774169921875}, {"start": 1954.13, "end": 1954.71, "word": " تمت", "probability": 0.681640625}, {"start": 1954.71, "end": 1955.37, "word": " فرص،", "probability": 0.987548828125}, {"start": 1955.37, "end": 1955.53, "word": " هذه", "probability": 0.76953125}, {"start": 1955.53, "end": 1955.97, "word": " اتنين،", "probability": 0.9712890625}, {"start": 1955.97, "end": 1956.49, "word": " اربع،", "probability": 0.8782958984375}, {"start": 1956.49, "end": 1956.97, "word": " ستة،", "probability": 0.96826171875}, {"start": 1956.97, "end": 1957.25, "word": " اربع", "probability": 0.7659505208333334}, {"start": 1957.25, "end": 1957.63, "word": " تاشر،", "probability": 0.81170654296875}, {"start": 1957.63, "end": 1958.35, "word": " خمسة،", "probability": 0.94189453125}, {"start": 1958.35, "end": 1958.93, "word": " اتنين،", "probability": 0.9755859375}, {"start": 1958.93, "end": 1959.23, "word": " فإذا", "probability": 0.83984375}, {"start": 1959.23, "end": 1960.19, "word": " expanding", "probability": 0.56787109375}, {"start": 1960.19, "end": 1961.51, "word": " evaluation", "probability": 0.64208984375}], "temperature": 1.0}, {"id": 88, "seek": 198627, "start": 1962.93, "end": 1986.27, "text": "طيب، الآن الخطوة اللي وراها .. أنا مش هحاول ألعب الألعاب هذه كلها، يعني الكمبيوتر مش هيلعب كل .. كل الألعاب مرة واحدة، بده يختار أفضل واحد فيهم، فالآن عملية اختيار ال .. ال .. the best path، أفضل path من كل اللي موجود عنده .. عنده، هنقول الآن هذه max فأنا أسهم للأعلى", "tokens": [9566, 1829, 3555, 12399, 6024, 48506, 33962, 9566, 2407, 3660, 13672, 1829, 4032, 23557, 11296, 4386, 41850, 37893, 8032, 5016, 995, 12610, 5551, 1211, 3615, 3555, 16247, 1211, 3615, 16758, 29538, 28242, 11296, 12399, 37495, 22653, 2423, 24793, 21292, 35473, 2288, 37893, 39896, 1211, 3615, 3555, 28242, 4386, 28242, 16247, 1211, 3615, 16758, 3714, 25720, 36764, 24401, 3660, 12399, 47525, 3224, 7251, 46456, 9640, 5551, 5172, 11242, 1211, 36764, 24401, 8978, 16095, 12399, 6156, 6027, 148, 48506, 6225, 42213, 10632, 1975, 9778, 31371, 9640, 2423, 4386, 2423, 4386, 264, 1151, 3100, 12399, 5551, 5172, 11242, 1211, 3100, 9154, 28242, 13672, 1829, 3714, 29245, 23328, 43242, 3224, 4386, 43242, 3224, 12399, 8032, 1863, 39648, 6024, 48506, 29538, 11469, 6156, 10721, 8315, 5551, 3794, 16095, 24976, 10721, 3615, 23942], "avg_logprob": -0.18920898286160082, "compression_ratio": 1.819277108433735, "no_speech_prob": 1.3709068298339844e-05, "words": [{"start": 1962.93, "end": 1963.63, "word": "طيب،", "probability": 0.80078125}, {"start": 1963.63, "end": 1963.99, "word": " الآن", "probability": 0.73095703125}, {"start": 1963.99, "end": 1964.79, "word": " الخطوة", "probability": 0.940673828125}, {"start": 1964.79, "end": 1964.93, "word": " اللي", "probability": 0.88232421875}, {"start": 1964.93, "end": 1965.61, "word": " وراها", "probability": 0.958984375}, {"start": 1965.61, "end": 1966.11, "word": " ..", "probability": 0.27880859375}, {"start": 1966.11, "end": 1966.19, "word": " أنا", "probability": 0.4296875}, {"start": 1966.19, "end": 1966.33, "word": " مش", "probability": 0.97998046875}, {"start": 1966.33, "end": 1966.51, "word": " هحاول", "probability": 0.5015869140625}, {"start": 1966.51, "end": 1966.85, "word": " ألعب", "probability": 0.73736572265625}, {"start": 1966.85, "end": 1967.53, "word": " الألعاب", "probability": 0.9410400390625}, {"start": 1967.53, "end": 1967.69, "word": " هذه", "probability": 0.47265625}, {"start": 1967.69, "end": 1967.99, "word": " كلها،", "probability": 0.8380533854166666}, {"start": 1967.99, "end": 1968.05, "word": " يعني", "probability": 0.971923828125}, {"start": 1968.05, "end": 1968.43, "word": " الكمبيوتر", "probability": 0.94501953125}, {"start": 1968.43, "end": 1968.55, "word": " مش", "probability": 0.98583984375}, {"start": 1968.55, "end": 1968.83, "word": " هيلعب", "probability": 0.8248291015625}, {"start": 1968.83, "end": 1969.03, "word": " كل", "probability": 0.84130859375}, {"start": 1969.03, "end": 1969.03, "word": " ..", "probability": 0.321044921875}, {"start": 1969.03, "end": 1969.23, "word": " كل", "probability": 0.96044921875}, {"start": 1969.23, "end": 1969.51, "word": " الألعاب", "probability": 0.993896484375}, {"start": 1969.51, "end": 1969.71, "word": " مرة", "probability": 0.98583984375}, {"start": 1969.71, "end": 1970.33, "word": " واحدة،", "probability": 0.9552001953125}, {"start": 1970.33, "end": 1970.59, "word": " بده", "probability": 0.868408203125}, {"start": 1970.59, "end": 1970.99, "word": " يختار", "probability": 0.9954427083333334}, {"start": 1970.99, "end": 1971.39, "word": " أفضل", "probability": 0.9967041015625}, {"start": 1971.39, "end": 1971.65, "word": " واحد", "probability": 0.98681640625}, {"start": 1971.65, "end": 1972.51, "word": " فيهم،", "probability": 0.8933919270833334}, {"start": 1972.51, "end": 1972.81, "word": " فالآن", "probability": 0.8497314453125}, {"start": 1972.81, "end": 1973.15, "word": " عملية", "probability": 0.9781901041666666}, {"start": 1973.15, "end": 1973.91, "word": " اختيار", "probability": 0.889404296875}, {"start": 1973.91, "end": 1975.03, "word": " ال", "probability": 0.94970703125}, {"start": 1975.03, "end": 1975.15, "word": " ..", "probability": 0.97998046875}, {"start": 1975.15, "end": 1975.41, "word": " ال", "probability": 0.9189453125}, {"start": 1975.41, "end": 1975.41, "word": " ..", "probability": 0.97998046875}, {"start": 1975.41, "end": 1975.69, "word": " the", "probability": 0.53125}, {"start": 1975.69, "end": 1976.13, "word": " best", "probability": 0.84228515625}, {"start": 1976.13, "end": 1977.61, "word": " path،", "probability": 0.8271484375}, {"start": 1977.61, "end": 1978.19, "word": " أفضل", "probability": 0.99169921875}, {"start": 1978.19, "end": 1978.77, "word": " path", "probability": 0.99072265625}, {"start": 1978.77, "end": 1979.23, "word": " من", "probability": 0.994140625}, {"start": 1979.23, "end": 1979.53, "word": " كل", "probability": 0.998046875}, {"start": 1979.53, "end": 1979.71, "word": " اللي", "probability": 0.783203125}, {"start": 1979.71, "end": 1980.09, "word": " موجود", "probability": 0.9622395833333334}, {"start": 1980.09, "end": 1980.41, "word": " عنده", "probability": 0.766845703125}, {"start": 1980.41, "end": 1981.21, "word": " ..", "probability": 0.60107421875}, {"start": 1981.21, "end": 1981.79, "word": " عنده،", "probability": 0.9140625}, {"start": 1981.79, "end": 1982.17, "word": " هنقول", "probability": 0.841796875}, {"start": 1982.17, "end": 1982.55, "word": " الآن", "probability": 0.89453125}, {"start": 1982.55, "end": 1983.63, "word": " هذه", "probability": 0.492919921875}, {"start": 1983.63, "end": 1984.23, "word": " max", "probability": 0.71240234375}, {"start": 1984.23, "end": 1984.81, "word": " فأنا", "probability": 0.6859537760416666}, {"start": 1984.81, "end": 1985.73, "word": " أسهم", "probability": 0.6710611979166666}, {"start": 1985.73, "end": 1986.27, "word": " للأعلى", "probability": 0.966064453125}], "temperature": 1.0}, {"id": 89, "seek": 201084, "start": 1987.16, "end": 2010.84, "text": "معناته اللعبة إليه أو اللعبة maximization بدنا نحاول نعظم فرص فوزها السهم للأسفل minimize أو كأنه لو أنا بدي ألعب هنا المفروض أخسر تمام هنا max الفرص هنا للفوز تمام الآن بكل بساطة لما أجي أنا موجود هنا", "tokens": [2304, 3615, 8315, 47395, 13672, 3615, 49401, 11933, 20292, 3224, 34051, 13672, 3615, 49401, 5138, 2144, 47525, 8315, 8717, 5016, 995, 12610, 8717, 3615, 19913, 2304, 6156, 2288, 9381, 6156, 2407, 11622, 11296, 21136, 16095, 24976, 10721, 3794, 5172, 1211, 17522, 34051, 9122, 33456, 3224, 45164, 41850, 4724, 16254, 5551, 1211, 3615, 3555, 34105, 9673, 5172, 32887, 11242, 5551, 9778, 3794, 2288, 46811, 10943, 34105, 11469, 27188, 2288, 9381, 34105, 24976, 5172, 2407, 11622, 46811, 10943, 6024, 48506, 4724, 28820, 4724, 3794, 41193, 3660, 5296, 15042, 5551, 7435, 1829, 41850, 3714, 29245, 23328, 34105], "avg_logprob": -0.12598684367380644, "compression_ratio": 1.6847290640394088, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 1987.16, "end": 1987.58, "word": "معناته", "probability": 0.76171875}, {"start": 1987.58, "end": 1987.98, "word": " اللعبة", "probability": 0.9580078125}, {"start": 1987.98, "end": 1988.44, "word": " إليه", "probability": 0.6896158854166666}, {"start": 1988.44, "end": 1988.68, "word": " أو", "probability": 0.84326171875}, {"start": 1988.68, "end": 1989.02, "word": " اللعبة", "probability": 0.9874674479166666}, {"start": 1989.02, "end": 1990.34, "word": " maximization", "probability": 0.659912109375}, {"start": 1990.34, "end": 1990.64, "word": " بدنا", "probability": 0.76171875}, {"start": 1990.64, "end": 1991.1, "word": " نحاول", "probability": 0.9927978515625}, {"start": 1991.1, "end": 1991.92, "word": " نعظم", "probability": 0.881591796875}, {"start": 1991.92, "end": 1992.3, "word": " فرص", "probability": 0.9547526041666666}, {"start": 1992.3, "end": 1992.78, "word": " فوزها", "probability": 0.990478515625}, {"start": 1992.78, "end": 1993.78, "word": " السهم", "probability": 0.94287109375}, {"start": 1993.78, "end": 1994.46, "word": " للأسفل", "probability": 0.97783203125}, {"start": 1994.46, "end": 1995.66, "word": " minimize", "probability": 0.3974609375}, {"start": 1995.66, "end": 1996.28, "word": " أو", "probability": 0.822265625}, {"start": 1996.28, "end": 1996.62, "word": " كأنه", "probability": 0.91650390625}, {"start": 1996.62, "end": 1996.74, "word": " لو", "probability": 0.966796875}, {"start": 1996.74, "end": 1996.9, "word": " أنا", "probability": 0.83984375}, {"start": 1996.9, "end": 1997.08, "word": " بدي", "probability": 0.5401611328125}, {"start": 1997.08, "end": 1997.32, "word": " ألعب", "probability": 0.989501953125}, {"start": 1997.32, "end": 1997.58, "word": " هنا", "probability": 0.99658203125}, {"start": 1997.58, "end": 1998.62, "word": " المفروض", "probability": 0.978759765625}, {"start": 1998.62, "end": 2000.08, "word": " أخسر", "probability": 0.977783203125}, {"start": 2000.08, "end": 2001.48, "word": " تمام", "probability": 0.878173828125}, {"start": 2001.48, "end": 2001.96, "word": " هنا", "probability": 0.76171875}, {"start": 2001.96, "end": 2003.22, "word": " max", "probability": 0.685546875}, {"start": 2003.22, "end": 2005.74, "word": " الفرص", "probability": 0.96240234375}, {"start": 2005.74, "end": 2005.92, "word": " هنا", "probability": 0.98583984375}, {"start": 2005.92, "end": 2006.4, "word": " للفوز", "probability": 0.96142578125}, {"start": 2006.4, "end": 2006.94, "word": " تمام", "probability": 0.931640625}, {"start": 2006.94, "end": 2007.66, "word": " الآن", "probability": 0.6536865234375}, {"start": 2007.66, "end": 2008.78, "word": " بكل", "probability": 0.981689453125}, {"start": 2008.78, "end": 2009.32, "word": " بساطة", "probability": 0.9952392578125}, {"start": 2009.32, "end": 2009.78, "word": " لما", "probability": 0.912353515625}, {"start": 2009.78, "end": 2010.04, "word": " أجي", "probability": 0.91943359375}, {"start": 2010.04, "end": 2010.2, "word": " أنا", "probability": 0.9072265625}, {"start": 2010.2, "end": 2010.58, "word": " موجود", "probability": 0.9856770833333334}, {"start": 2010.58, "end": 2010.84, "word": " هنا", "probability": 0.998046875}], "temperature": 1.0}, {"id": 90, "seek": 203405, "start": 2012.75, "end": 2034.05, "text": "و أجى ألاج أن الطريق هذا ال action بي واحد بيعطي ال X أنا هنا فانا بدى أتعامل بمنطق أن أنا O أنا ال O هنا في مجال ل 3 فرص فوز هنا في مجال ل 12 فرصة هنا في مجال ل 8 فرص إيش بدى أعطيه؟", "tokens": [2407, 5551, 7435, 7578, 5551, 15040, 7435, 14739, 41950, 16572, 4587, 23758, 2423, 3069, 4724, 1829, 36764, 24401, 4724, 40228, 9566, 1829, 2423, 1783, 41850, 34105, 6156, 7649, 995, 47525, 7578, 5551, 2655, 3615, 10943, 1211, 4724, 27842, 9566, 4587, 14739, 41850, 422, 41850, 2423, 422, 34105, 8978, 3714, 7435, 6027, 5296, 805, 6156, 2288, 9381, 6156, 2407, 11622, 34105, 8978, 3714, 7435, 6027, 5296, 2272, 6156, 2288, 9381, 3660, 34105, 8978, 3714, 7435, 6027, 5296, 1649, 6156, 2288, 9381, 11933, 1829, 8592, 47525, 7578, 5551, 3615, 9566, 1829, 3224, 22807], "avg_logprob": -0.18461277271094528, "compression_ratio": 1.8047337278106508, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 2012.75, "end": 2012.95, "word": "و", "probability": 0.9697265625}, {"start": 2012.95, "end": 2013.15, "word": " أجى", "probability": 0.5934244791666666}, {"start": 2013.15, "end": 2013.43, "word": " ألاج", "probability": 0.83935546875}, {"start": 2013.43, "end": 2013.55, "word": " أن", "probability": 0.375732421875}, {"start": 2013.55, "end": 2013.99, "word": " الطريق", "probability": 0.9793294270833334}, {"start": 2013.99, "end": 2014.35, "word": " هذا", "probability": 0.92138671875}, {"start": 2014.35, "end": 2015.01, "word": " ال", "probability": 0.935546875}, {"start": 2015.01, "end": 2015.45, "word": " action", "probability": 0.9130859375}, {"start": 2015.45, "end": 2016.07, "word": " بي", "probability": 0.77294921875}, {"start": 2016.07, "end": 2016.55, "word": " واحد", "probability": 0.7073974609375}, {"start": 2016.55, "end": 2017.57, "word": " بيعطي", "probability": 0.874755859375}, {"start": 2017.57, "end": 2018.13, "word": " ال", "probability": 0.5458984375}, {"start": 2018.13, "end": 2020.31, "word": " X", "probability": 0.67236328125}, {"start": 2020.31, "end": 2021.19, "word": " أنا", "probability": 0.71728515625}, {"start": 2021.19, "end": 2021.41, "word": " هنا", "probability": 0.99560546875}, {"start": 2021.41, "end": 2021.97, "word": " فانا", "probability": 0.8987630208333334}, {"start": 2021.97, "end": 2022.09, "word": " بدى", "probability": 0.617919921875}, {"start": 2022.09, "end": 2022.47, "word": " أتعامل", "probability": 0.86796875}, {"start": 2022.47, "end": 2022.95, "word": " بمنطق", "probability": 0.974853515625}, {"start": 2022.95, "end": 2023.07, "word": " أن", "probability": 0.62744140625}, {"start": 2023.07, "end": 2023.21, "word": " أنا", "probability": 0.8349609375}, {"start": 2023.21, "end": 2023.41, "word": " O", "probability": 0.57666015625}, {"start": 2023.41, "end": 2024.31, "word": " أنا", "probability": 0.434814453125}, {"start": 2024.31, "end": 2024.45, "word": " ال", "probability": 0.9873046875}, {"start": 2024.45, "end": 2024.71, "word": " O", "probability": 0.94287109375}, {"start": 2024.71, "end": 2025.43, "word": " هنا", "probability": 0.8349609375}, {"start": 2025.43, "end": 2026.49, "word": " في", "probability": 0.81201171875}, {"start": 2026.49, "end": 2027.03, "word": " مجال", "probability": 0.9969075520833334}, {"start": 2027.03, "end": 2027.49, "word": " ل", "probability": 0.9853515625}, {"start": 2027.49, "end": 2027.75, "word": " 3", "probability": 0.332763671875}, {"start": 2027.75, "end": 2028.07, "word": " فرص", "probability": 0.9892578125}, {"start": 2028.07, "end": 2028.51, "word": " فوز", "probability": 0.98876953125}, {"start": 2028.51, "end": 2029.09, "word": " هنا", "probability": 0.4853515625}, {"start": 2029.09, "end": 2029.27, "word": " في", "probability": 0.97607421875}, {"start": 2029.27, "end": 2029.73, "word": " مجال", "probability": 0.998046875}, {"start": 2029.73, "end": 2029.85, "word": " ل", "probability": 0.97119140625}, {"start": 2029.85, "end": 2030.15, "word": " 12", "probability": 0.86767578125}, {"start": 2030.15, "end": 2030.71, "word": " فرصة", "probability": 0.9935302734375}, {"start": 2030.71, "end": 2031.05, "word": " هنا", "probability": 0.87890625}, {"start": 2031.05, "end": 2031.21, "word": " في", "probability": 0.986328125}, {"start": 2031.21, "end": 2031.63, "word": " مجال", "probability": 0.9977213541666666}, {"start": 2031.63, "end": 2031.91, "word": " ل", "probability": 0.9873046875}, {"start": 2031.91, "end": 2032.21, "word": " 8", "probability": 0.8984375}, {"start": 2032.21, "end": 2032.69, "word": " فرص", "probability": 0.9964192708333334}, {"start": 2032.69, "end": 2033.23, "word": " إيش", "probability": 0.74755859375}, {"start": 2033.23, "end": 2033.43, "word": " بدى", "probability": 0.67626953125}, {"start": 2033.43, "end": 2034.05, "word": " أعطيه؟", "probability": 0.9395345052083334}], "temperature": 1.0}, {"id": 91, "seek": 205984, "start": 2034.8, "end": 2059.84, "text": "أكيد مش هيك أكيد مش هختارله اتناشر فرصة فوز أبدا إذا أنا فاهم اللعبة كويس وما .. زي ما أقول ماصارش فيه هفوة لأ المنطق جدا أني أقول تلاتة أنا بقدر أقول أو الخاصم إذا كان أنا .. أنا ال max الخاصم هيكون مجبور يعطيني تلاتة تلاتة فرص فوز", "tokens": [10721, 4117, 25708, 37893, 39896, 4117, 5551, 4117, 25708, 37893, 8032, 46456, 9640, 43761, 1975, 2655, 1863, 33599, 2288, 6156, 2288, 9381, 3660, 6156, 2407, 11622, 5551, 3555, 28259, 11933, 15730, 41850, 6156, 995, 16095, 13672, 3615, 49401, 9122, 45865, 3794, 4032, 15042, 4386, 30767, 1829, 19446, 5551, 39648, 19446, 9381, 9640, 8592, 8978, 3224, 8032, 5172, 2407, 3660, 5296, 10721, 9673, 1863, 9566, 4587, 10874, 28259, 14739, 1829, 5551, 39648, 6055, 1211, 9307, 3660, 41850, 4724, 28543, 2288, 5551, 39648, 34051, 33962, 33546, 2304, 11933, 15730, 25961, 41850, 4386, 41850, 2423, 11469, 33962, 33546, 2304, 39896, 30544, 3714, 7435, 3555, 13063, 37495, 9566, 9957, 1829, 6055, 1211, 9307, 3660, 6055, 1211, 9307, 3660, 6156, 2288, 9381, 6156, 2407, 11622], "avg_logprob": -0.14269111077647564, "compression_ratio": 1.9023255813953488, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 2034.8, "end": 2035.44, "word": "أكيد", "probability": 0.9599609375}, {"start": 2035.44, "end": 2036.24, "word": " مش", "probability": 0.62939453125}, {"start": 2036.24, "end": 2036.7, "word": " هيك", "probability": 0.919921875}, {"start": 2036.7, "end": 2037.5, "word": " أكيد", "probability": 0.755126953125}, {"start": 2037.5, "end": 2038.18, "word": " مش", "probability": 0.80615234375}, {"start": 2038.18, "end": 2038.76, "word": " هختارله", "probability": 0.854248046875}, {"start": 2038.76, "end": 2039.76, "word": " اتناشر", "probability": 0.8978515625}, {"start": 2039.76, "end": 2040.08, "word": " فرصة", "probability": 0.9952392578125}, {"start": 2040.08, "end": 2040.5, "word": " فوز", "probability": 0.9840494791666666}, {"start": 2040.5, "end": 2041.12, "word": " أبدا", "probability": 0.8102213541666666}, {"start": 2041.12, "end": 2041.72, "word": " إذا", "probability": 0.763427734375}, {"start": 2041.72, "end": 2041.88, "word": " أنا", "probability": 0.72607421875}, {"start": 2041.88, "end": 2042.18, "word": " فاهم", "probability": 0.9796549479166666}, {"start": 2042.18, "end": 2042.52, "word": " اللعبة", "probability": 0.9654947916666666}, {"start": 2042.52, "end": 2043.14, "word": " كويس", "probability": 0.9952799479166666}, {"start": 2043.14, "end": 2043.74, "word": " وما", "probability": 0.766357421875}, {"start": 2043.74, "end": 2043.88, "word": " ..", "probability": 0.708984375}, {"start": 2043.88, "end": 2044.22, "word": " زي", "probability": 0.929443359375}, {"start": 2044.22, "end": 2044.34, "word": " ما", "probability": 0.9580078125}, {"start": 2044.34, "end": 2044.44, "word": " أقول", "probability": 0.7939453125}, {"start": 2044.44, "end": 2044.8, "word": " ماصارش", "probability": 0.9251708984375}, {"start": 2044.8, "end": 2044.96, "word": " فيه", "probability": 0.803955078125}, {"start": 2044.96, "end": 2045.38, "word": " هفوة", "probability": 0.949951171875}, {"start": 2045.38, "end": 2045.76, "word": " لأ", "probability": 0.9248046875}, {"start": 2045.76, "end": 2046.24, "word": " المنطق", "probability": 0.96728515625}, {"start": 2046.24, "end": 2046.76, "word": " جدا", "probability": 0.997802734375}, {"start": 2046.76, "end": 2047.48, "word": " أني", "probability": 0.6700439453125}, {"start": 2047.48, "end": 2047.94, "word": " أقول", "probability": 0.908935546875}, {"start": 2047.94, "end": 2049.48, "word": " تلاتة", "probability": 0.9560546875}, {"start": 2049.48, "end": 2051.42, "word": " أنا", "probability": 0.458740234375}, {"start": 2051.42, "end": 2052.26, "word": " بقدر", "probability": 0.9920247395833334}, {"start": 2052.26, "end": 2052.48, "word": " أقول", "probability": 0.940185546875}, {"start": 2052.48, "end": 2052.68, "word": " أو", "probability": 0.6962890625}, {"start": 2052.68, "end": 2053.16, "word": " الخاصم", "probability": 0.8263346354166666}, {"start": 2053.16, "end": 2053.5, "word": " إذا", "probability": 0.875244140625}, {"start": 2053.5, "end": 2053.7, "word": " كان", "probability": 0.87158203125}, {"start": 2053.7, "end": 2053.84, "word": " أنا", "probability": 0.71875}, {"start": 2053.84, "end": 2053.94, "word": " ..", "probability": 0.447265625}, {"start": 2053.94, "end": 2054.3, "word": " أنا", "probability": 0.69873046875}, {"start": 2054.3, "end": 2054.42, "word": " ال", "probability": 0.9365234375}, {"start": 2054.42, "end": 2054.66, "word": " max", "probability": 0.79736328125}, {"start": 2054.66, "end": 2055.36, "word": " الخاصم", "probability": 0.9674479166666666}, {"start": 2055.36, "end": 2055.64, "word": " هيكون", "probability": 0.726806640625}, {"start": 2055.64, "end": 2056.5, "word": " مجبور", "probability": 0.9327392578125}, {"start": 2056.5, "end": 2057.26, "word": " يعطيني", "probability": 0.8404541015625}, {"start": 2057.26, "end": 2058.52, "word": " تلاتة", "probability": 0.98583984375}, {"start": 2058.52, "end": 2059.24, "word": " تلاتة", "probability": 0.7808837890625}, {"start": 2059.24, "end": 2059.44, "word": " فرص", "probability": 0.9443359375}, {"start": 2059.44, "end": 2059.84, "word": " فوز", "probability": 0.9905598958333334}], "temperature": 1.0}, {"id": 92, "seek": 208046, "start": 2060.77, "end": 2080.47, "text": "مش هيعطيني ال 12 لإن أنا بدأ احترم أن هو فاهم اللعب، بفهم اللعب طيب مبدئيا الكلام ده منطقي في ال branch ده خلصناه طيب هنا اتنين اكيد اكيد هنا هيكون اتنين طيب هنا برضه اتنين طيب الآن كويس، هلان أنا اللي بدي ألعب، أنا اللي بدي أفوز؟", "tokens": [2304, 8592, 39896, 3615, 9566, 1829, 22653, 2423, 2272, 5296, 28814, 1863, 41850, 47525, 10721, 1975, 33753, 2288, 2304, 14739, 31439, 6156, 995, 16095, 13672, 3615, 3555, 12399, 4724, 5172, 16095, 13672, 3615, 3555, 23032, 1829, 3555, 3714, 44510, 19986, 25528, 2423, 28820, 10943, 11778, 3224, 9154, 9566, 38436, 8978, 2423, 9819, 11778, 3224, 16490, 1211, 9381, 8315, 3224, 23032, 1829, 3555, 34105, 1975, 2655, 1863, 9957, 1975, 4117, 25708, 1975, 4117, 25708, 34105, 39896, 30544, 1975, 2655, 1863, 9957, 23032, 1829, 3555, 34105, 4724, 43042, 3224, 1975, 2655, 1863, 9957, 23032, 1829, 3555, 6024, 48506, 9122, 45865, 3794, 12399, 8032, 1211, 7649, 41850, 13672, 1829, 4724, 16254, 5551, 1211, 3615, 3555, 12399, 41850, 13672, 1829, 4724, 16254, 5551, 5172, 2407, 11622, 22807], "avg_logprob": -0.17565523700848704, "compression_ratio": 1.9660194174757282, "no_speech_prob": 1.341104507446289e-05, "words": [{"start": 2060.77, "end": 2061.01, "word": "مش", "probability": 0.955078125}, {"start": 2061.01, "end": 2061.41, "word": " هيعطيني", "probability": 0.82548828125}, {"start": 2061.41, "end": 2061.51, "word": " ال", "probability": 0.90185546875}, {"start": 2061.51, "end": 2061.71, "word": " 12", "probability": 0.7001953125}, {"start": 2061.71, "end": 2062.09, "word": " لإن", "probability": 0.6652018229166666}, {"start": 2062.09, "end": 2062.19, "word": " أنا", "probability": 0.62109375}, {"start": 2062.19, "end": 2062.37, "word": " بدأ", "probability": 0.581787109375}, {"start": 2062.37, "end": 2062.75, "word": " احترم", "probability": 0.9027099609375}, {"start": 2062.75, "end": 2062.89, "word": " أن", "probability": 0.43505859375}, {"start": 2062.89, "end": 2063.05, "word": " هو", "probability": 0.90380859375}, {"start": 2063.05, "end": 2063.41, "word": " فاهم", "probability": 0.9889322916666666}, {"start": 2063.41, "end": 2063.89, "word": " اللعب،", "probability": 0.84454345703125}, {"start": 2063.89, "end": 2064.21, "word": " بفهم", "probability": 0.9069010416666666}, {"start": 2064.21, "end": 2064.47, "word": " اللعب", "probability": 0.9977213541666666}, {"start": 2064.47, "end": 2064.91, "word": " طيب", "probability": 0.9147135416666666}, {"start": 2064.91, "end": 2065.65, "word": " مبدئيا", "probability": 0.7581787109375}, {"start": 2065.65, "end": 2065.97, "word": " الكلام", "probability": 0.95556640625}, {"start": 2065.97, "end": 2066.11, "word": " ده", "probability": 0.778564453125}, {"start": 2066.11, "end": 2066.55, "word": " منطقي", "probability": 0.9283854166666666}, {"start": 2066.55, "end": 2066.95, "word": " في", "probability": 0.6748046875}, {"start": 2066.95, "end": 2067.03, "word": " ال", "probability": 0.98779296875}, {"start": 2067.03, "end": 2067.29, "word": " branch", "probability": 0.8974609375}, {"start": 2067.29, "end": 2067.45, "word": " ده", "probability": 0.874267578125}, {"start": 2067.45, "end": 2067.93, "word": " خلصناه", "probability": 0.89287109375}, {"start": 2067.93, "end": 2068.05, "word": " طيب", "probability": 0.8681640625}, {"start": 2068.05, "end": 2068.35, "word": " هنا", "probability": 0.9814453125}, {"start": 2068.35, "end": 2070.39, "word": " اتنين", "probability": 0.8616943359375}, {"start": 2070.39, "end": 2070.91, "word": " اكيد", "probability": 0.8671875}, {"start": 2070.91, "end": 2071.87, "word": " اكيد", "probability": 0.8688151041666666}, {"start": 2071.87, "end": 2072.29, "word": " هنا", "probability": 0.96875}, {"start": 2072.29, "end": 2072.73, "word": " هيكون", "probability": 0.838134765625}, {"start": 2072.73, "end": 2073.19, "word": " اتنين", "probability": 0.991943359375}, {"start": 2073.19, "end": 2073.99, "word": " طيب", "probability": 0.9703776041666666}, {"start": 2073.99, "end": 2074.41, "word": " هنا", "probability": 0.990234375}, {"start": 2074.41, "end": 2075.83, "word": " برضه", "probability": 0.9388020833333334}, {"start": 2075.83, "end": 2076.23, "word": " اتنين", "probability": 0.98876953125}, {"start": 2076.23, "end": 2076.69, "word": " طيب", "probability": 0.9635416666666666}, {"start": 2076.69, "end": 2076.97, "word": " الآن", "probability": 0.7247314453125}, {"start": 2076.97, "end": 2077.77, "word": " كويس،", "probability": 0.868896484375}, {"start": 2077.77, "end": 2078.27, "word": " هلان", "probability": 0.6328531901041666}, {"start": 2078.27, "end": 2078.49, "word": " أنا", "probability": 0.6669921875}, {"start": 2078.49, "end": 2078.59, "word": " اللي", "probability": 0.97802734375}, {"start": 2078.59, "end": 2078.77, "word": " بدي", "probability": 0.4598388671875}, {"start": 2078.77, "end": 2079.41, "word": " ألعب،", "probability": 0.9037109375}, {"start": 2079.41, "end": 2079.51, "word": " أنا", "probability": 0.64501953125}, {"start": 2079.51, "end": 2079.59, "word": " اللي", "probability": 0.99560546875}, {"start": 2079.59, "end": 2079.73, "word": " بدي", "probability": 0.9755859375}, {"start": 2079.73, "end": 2080.47, "word": " أفوز؟", "probability": 0.875}], "temperature": 1.0}, {"id": 93, "seek": 210642, "start": 2080.94, "end": 2106.42, "text": "هذا ال branch ال action A1 في مجال يعطيني تلت .. يعطيني انا تلت فرص فوز هذا في مجال يعطيني فرص تنفوز هنا فرص تنفوز ايش لازم اختار؟ التلاتة لأنه الان ال max فالان ال max بيختار الأعلى ال min الأقل .. الأقل لأنه بتعامل مع فرص الفوز ان هي تحت المنافس", "tokens": [3224, 15730, 2423, 9819, 2423, 3069, 316, 16, 8978, 3714, 7435, 6027, 37495, 9566, 9957, 1829, 6055, 1211, 2655, 4386, 37495, 9566, 9957, 1829, 1975, 8315, 6055, 1211, 2655, 6156, 2288, 9381, 6156, 2407, 11622, 23758, 8978, 3714, 7435, 6027, 37495, 9566, 9957, 1829, 6156, 2288, 9381, 6055, 1863, 5172, 2407, 11622, 34105, 6156, 2288, 9381, 6055, 1863, 5172, 2407, 11622, 1975, 1829, 8592, 5296, 31377, 2304, 1975, 46456, 9640, 22807, 16712, 1211, 9307, 3660, 5296, 33456, 3224, 2423, 7649, 2423, 11469, 6156, 6027, 7649, 2423, 11469, 4724, 1829, 46456, 9640, 16247, 3615, 23942, 2423, 923, 16247, 4587, 1211, 4386, 16247, 4587, 1211, 5296, 33456, 3224, 39894, 3615, 10943, 1211, 20449, 6156, 2288, 9381, 27188, 2407, 11622, 16472, 39896, 6055, 33753, 9673, 8315, 36178], "avg_logprob": -0.15362499761581422, "compression_ratio": 1.971563981042654, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2080.94, "end": 2081.28, "word": "هذا", "probability": 0.892333984375}, {"start": 2081.28, "end": 2081.38, "word": " ال", "probability": 0.9716796875}, {"start": 2081.38, "end": 2081.86, "word": " branch", "probability": 0.8505859375}, {"start": 2081.86, "end": 2082.74, "word": " ال", "probability": 0.751953125}, {"start": 2082.74, "end": 2083.04, "word": " action", "probability": 0.95361328125}, {"start": 2083.04, "end": 2083.74, "word": " A1", "probability": 0.6744384765625}, {"start": 2083.74, "end": 2084.96, "word": " في", "probability": 0.90673828125}, {"start": 2084.96, "end": 2085.46, "word": " مجال", "probability": 0.8797200520833334}, {"start": 2085.46, "end": 2086.04, "word": " يعطيني", "probability": 0.8369140625}, {"start": 2086.04, "end": 2086.44, "word": " تلت", "probability": 0.8416341145833334}, {"start": 2086.44, "end": 2086.5, "word": " ..", "probability": 0.61474609375}, {"start": 2086.5, "end": 2087.0, "word": " يعطيني", "probability": 0.907470703125}, {"start": 2087.0, "end": 2087.22, "word": " انا", "probability": 0.699951171875}, {"start": 2087.22, "end": 2088.0, "word": " تلت", "probability": 0.8146158854166666}, {"start": 2088.0, "end": 2088.32, "word": " فرص", "probability": 0.99462890625}, {"start": 2088.32, "end": 2088.74, "word": " فوز", "probability": 0.9871419270833334}, {"start": 2088.74, "end": 2089.52, "word": " هذا", "probability": 0.477783203125}, {"start": 2089.52, "end": 2089.68, "word": " في", "probability": 0.97802734375}, {"start": 2089.68, "end": 2089.92, "word": " مجال", "probability": 0.9977213541666666}, {"start": 2089.92, "end": 2090.26, "word": " يعطيني", "probability": 0.97412109375}, {"start": 2090.26, "end": 2090.5, "word": " فرص", "probability": 0.9833984375}, {"start": 2090.5, "end": 2091.06, "word": " تنفوز", "probability": 0.838671875}, {"start": 2091.06, "end": 2091.62, "word": " هنا", "probability": 0.69287109375}, {"start": 2091.62, "end": 2092.26, "word": " فرص", "probability": 0.9938151041666666}, {"start": 2092.26, "end": 2092.84, "word": " تنفوز", "probability": 0.9921875}, {"start": 2092.84, "end": 2093.14, "word": " ايش", "probability": 0.6871744791666666}, {"start": 2093.14, "end": 2093.38, "word": " لازم", "probability": 0.9934895833333334}, {"start": 2093.38, "end": 2094.46, "word": " اختار؟", "probability": 0.8787841796875}, {"start": 2094.46, "end": 2095.14, "word": " التلاتة", "probability": 0.8447265625}, {"start": 2095.14, "end": 2095.5, "word": " لأنه", "probability": 0.7061360677083334}, {"start": 2095.5, "end": 2095.7, "word": " الان", "probability": 0.5897216796875}, {"start": 2095.7, "end": 2095.96, "word": " ال", "probability": 0.9775390625}, {"start": 2095.96, "end": 2096.34, "word": " max", "probability": 0.888671875}, {"start": 2096.34, "end": 2097.04, "word": " فالان", "probability": 0.9326171875}, {"start": 2097.04, "end": 2097.18, "word": " ال", "probability": 0.98583984375}, {"start": 2097.18, "end": 2097.44, "word": " max", "probability": 0.96435546875}, {"start": 2097.44, "end": 2098.08, "word": " بيختار", "probability": 0.9853515625}, {"start": 2098.08, "end": 2098.6, "word": " الأعلى", "probability": 0.8972981770833334}, {"start": 2098.6, "end": 2099.84, "word": " ال", "probability": 0.92578125}, {"start": 2099.84, "end": 2100.1, "word": " min", "probability": 0.83251953125}, {"start": 2100.1, "end": 2101.38, "word": " الأقل", "probability": 0.9332682291666666}, {"start": 2101.38, "end": 2101.72, "word": " ..", "probability": 0.59375}, {"start": 2101.72, "end": 2102.28, "word": " الأقل", "probability": 0.9415690104166666}, {"start": 2102.28, "end": 2103.04, "word": " لأنه", "probability": 0.8177083333333334}, {"start": 2103.04, "end": 2103.82, "word": " بتعامل", "probability": 0.88427734375}, {"start": 2103.82, "end": 2104.12, "word": " مع", "probability": 0.9775390625}, {"start": 2104.12, "end": 2104.64, "word": " فرص", "probability": 0.9874674479166666}, {"start": 2104.64, "end": 2104.94, "word": " الفوز", "probability": 0.9930013020833334}, {"start": 2104.94, "end": 2105.06, "word": " ان", "probability": 0.3330078125}, {"start": 2105.06, "end": 2105.16, "word": " هي", "probability": 0.67041015625}, {"start": 2105.16, "end": 2105.42, "word": " تحت", "probability": 0.834228515625}, {"start": 2105.42, "end": 2106.42, "word": " المنافس", "probability": 0.9881184895833334}], "temperature": 1.0}, {"id": 94, "seek": 213441, "start": 2107.75, "end": 2134.41, "text": "أما ال max بتعامل مع فرص الفوز أن هى تبعتي فبدى أعظمها هناك لأ بده يجللها تمام فإذا مبدأيا بقدر أقول أن حسب المثال اللى قدامنا هذا فى عندى تلت فرص فوز تلت فرص فوز هى ال path ال optimal path تبعهم فإذا كل المطلوب منى أنى ألعب ال a واحد ال action a واحد", "tokens": [10721, 15042, 2423, 11469, 39894, 3615, 10943, 1211, 20449, 6156, 2288, 9381, 27188, 2407, 11622, 14739, 8032, 7578, 6055, 3555, 3615, 31371, 6156, 44510, 7578, 5551, 3615, 19913, 2304, 11296, 34105, 4117, 5296, 10721, 47525, 3224, 7251, 7435, 1211, 1211, 11296, 46811, 10943, 6156, 28814, 15730, 3714, 44510, 10721, 25528, 4724, 28543, 2288, 5551, 39648, 14739, 11331, 35457, 9673, 12984, 6027, 13672, 7578, 12174, 3215, 10943, 8315, 23758, 6156, 7578, 43242, 7578, 6055, 1211, 2655, 6156, 2288, 9381, 6156, 2407, 11622, 6055, 1211, 2655, 6156, 2288, 9381, 6156, 2407, 11622, 8032, 7578, 2423, 3100, 2423, 16252, 3100, 6055, 3555, 3615, 16095, 6156, 28814, 15730, 28242, 9673, 9566, 1211, 37746, 9154, 7578, 14739, 7578, 5551, 1211, 3615, 3555, 2423, 257, 36764, 24401, 2423, 3069, 257, 36764, 24401], "avg_logprob": -0.1373031432703724, "compression_ratio": 1.8111587982832618, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2107.75, "end": 2108.09, "word": "أما", "probability": 0.977783203125}, {"start": 2108.09, "end": 2108.47, "word": " ال", "probability": 0.94189453125}, {"start": 2108.47, "end": 2108.73, "word": " max", "probability": 0.7294921875}, {"start": 2108.73, "end": 2109.17, "word": " بتعامل", "probability": 0.931396484375}, {"start": 2109.17, "end": 2109.33, "word": " مع", "probability": 0.98681640625}, {"start": 2109.33, "end": 2109.57, "word": " فرص", "probability": 0.98974609375}, {"start": 2109.57, "end": 2109.81, "word": " الفوز", "probability": 0.9708658854166666}, {"start": 2109.81, "end": 2109.93, "word": " أن", "probability": 0.5009765625}, {"start": 2109.93, "end": 2110.07, "word": " هى", "probability": 0.43829345703125}, {"start": 2110.07, "end": 2110.55, "word": " تبعتي", "probability": 0.8626708984375}, {"start": 2110.55, "end": 2111.67, "word": " فبدى", "probability": 0.6648763020833334}, {"start": 2111.67, "end": 2112.29, "word": " أعظمها", "probability": 0.97822265625}, {"start": 2112.29, "end": 2112.69, "word": " هناك", "probability": 0.8466796875}, {"start": 2112.69, "end": 2112.79, "word": " لأ", "probability": 0.952392578125}, {"start": 2112.79, "end": 2113.01, "word": " بده", "probability": 0.862548828125}, {"start": 2113.01, "end": 2113.65, "word": " يجللها", "probability": 0.9865234375}, {"start": 2113.65, "end": 2114.17, "word": " تمام", "probability": 0.822509765625}, {"start": 2114.17, "end": 2115.35, "word": " فإذا", "probability": 0.8310546875}, {"start": 2115.35, "end": 2116.29, "word": " مبدأيا", "probability": 0.908935546875}, {"start": 2116.29, "end": 2116.81, "word": " بقدر", "probability": 0.9466145833333334}, {"start": 2116.81, "end": 2117.17, "word": " أقول", "probability": 0.851318359375}, {"start": 2117.17, "end": 2117.31, "word": " أن", "probability": 0.52880859375}, {"start": 2117.31, "end": 2117.67, "word": " حسب", "probability": 0.864501953125}, {"start": 2117.67, "end": 2118.11, "word": " المثال", "probability": 0.97998046875}, {"start": 2118.11, "end": 2118.23, "word": " اللى", "probability": 0.878173828125}, {"start": 2118.23, "end": 2118.77, "word": " قدامنا", "probability": 0.89794921875}, {"start": 2118.77, "end": 2119.13, "word": " هذا", "probability": 0.9462890625}, {"start": 2119.13, "end": 2121.11, "word": " فى", "probability": 0.740478515625}, {"start": 2121.11, "end": 2121.35, "word": " عندى", "probability": 0.8828125}, {"start": 2121.35, "end": 2121.59, "word": " تلت", "probability": 0.84228515625}, {"start": 2121.59, "end": 2121.89, "word": " فرص", "probability": 0.9972330729166666}, {"start": 2121.89, "end": 2122.37, "word": " فوز", "probability": 0.9931640625}, {"start": 2122.37, "end": 2123.15, "word": " تلت", "probability": 0.8208821614583334}, {"start": 2123.15, "end": 2123.45, "word": " فرص", "probability": 0.9962565104166666}, {"start": 2123.45, "end": 2123.85, "word": " فوز", "probability": 0.994140625}, {"start": 2123.85, "end": 2124.09, "word": " هى", "probability": 0.7275390625}, {"start": 2124.09, "end": 2124.25, "word": " ال", "probability": 0.919921875}, {"start": 2124.25, "end": 2124.67, "word": " path", "probability": 0.9775390625}, {"start": 2124.67, "end": 2125.53, "word": " ال", "probability": 0.82861328125}, {"start": 2125.53, "end": 2125.89, "word": " optimal", "probability": 0.92578125}, {"start": 2125.89, "end": 2126.19, "word": " path", "probability": 0.98291015625}, {"start": 2126.19, "end": 2126.69, "word": " تبعهم", "probability": 0.9344482421875}, {"start": 2126.69, "end": 2129.15, "word": " فإذا", "probability": 0.9757486979166666}, {"start": 2129.15, "end": 2129.81, "word": " كل", "probability": 0.96875}, {"start": 2129.81, "end": 2130.61, "word": " المطلوب", "probability": 0.92333984375}, {"start": 2130.61, "end": 2131.29, "word": " منى", "probability": 0.8662109375}, {"start": 2131.29, "end": 2131.89, "word": " أنى", "probability": 0.61328125}, {"start": 2131.89, "end": 2132.19, "word": " ألعب", "probability": 0.9853515625}, {"start": 2132.19, "end": 2132.33, "word": " ال", "probability": 0.94873046875}, {"start": 2132.33, "end": 2132.57, "word": " a", "probability": 0.66552734375}, {"start": 2132.57, "end": 2133.37, "word": " واحد", "probability": 0.751953125}, {"start": 2133.37, "end": 2133.59, "word": " ال", "probability": 0.921875}, {"start": 2133.59, "end": 2133.87, "word": " action", "probability": 0.9775390625}, {"start": 2133.87, "end": 2134.05, "word": " a", "probability": 0.80419921875}, {"start": 2134.05, "end": 2134.41, "word": " واحد", "probability": 0.962890625}], "temperature": 1.0}, {"id": 95, "seek": 216388, "start": 2135.92, "end": 2163.88, "text": "أعمل الخطوة اي واحد بكون ضامن ان هو مجبور يلعب لي بيه واحد والله اذا هو سهي ومااخدش باله لعبلي اي واحدة تانية خير وبركة بالعكس احسن واحسن كمان بس احنا بنشتغل دايما انه لأ انا محترم شغله وبشتغل دايما ع ال worst case ال worst case ان هو دايما هيكون مصح صح المنافس تبعي دايما صاحي ليه و هيلعب ضدي بالتبط مش حاسه يعني", "tokens": [10721, 25957, 1211, 33962, 9566, 2407, 3660, 1975, 1829, 36764, 24401, 4724, 30544, 48812, 10943, 1863, 16472, 31439, 3714, 7435, 3555, 13063, 7251, 1211, 3615, 3555, 32239, 4724, 1829, 3224, 36764, 24401, 16070, 43761, 1975, 15730, 31439, 8608, 3224, 1829, 4032, 15042, 47283, 3215, 8592, 20666, 3224, 5296, 3615, 3555, 20292, 1975, 1829, 36764, 24401, 3660, 6055, 7649, 10632, 16490, 13546, 4032, 26890, 4117, 3660, 20666, 3615, 4117, 3794, 1975, 5016, 3794, 1863, 4032, 39319, 3794, 1863, 9122, 2304, 7649, 4724, 3794, 1975, 5016, 8315, 44945, 8592, 2655, 17082, 1211, 11778, 47302, 15042, 16472, 3224, 5296, 10721, 1975, 8315, 3714, 33753, 2288, 2304, 13412, 17082, 43761, 4032, 3555, 8592, 2655, 17082, 1211, 11778, 47302, 15042, 6225, 2423, 5855, 1389, 2423, 5855, 1389, 16472, 31439, 11778, 47302, 15042, 39896, 30544, 3714, 9381, 5016, 20328, 5016, 9673, 8315, 36178, 6055, 3555, 3615, 1829, 11778, 47302, 15042, 20328, 39319, 1829, 32239, 3224, 4032, 39896, 1211, 3615, 3555, 48812, 3215, 1829, 20666, 2655, 3555, 9566, 37893, 11331, 32277, 3224, 37495, 22653], "avg_logprob": -0.14722842474778494, "compression_ratio": 2.0, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 2135.92, "end": 2136.28, "word": "أعمل", "probability": 0.9376627604166666}, {"start": 2136.28, "end": 2136.88, "word": " الخطوة", "probability": 0.948974609375}, {"start": 2136.88, "end": 2137.04, "word": " اي", "probability": 0.7098388671875}, {"start": 2137.04, "end": 2137.44, "word": " واحد", "probability": 0.983154296875}, {"start": 2137.44, "end": 2138.26, "word": " بكون", "probability": 0.77294921875}, {"start": 2138.26, "end": 2138.66, "word": " ضامن", "probability": 0.8855794270833334}, {"start": 2138.66, "end": 2138.84, "word": " ان", "probability": 0.4892578125}, {"start": 2138.84, "end": 2139.06, "word": " هو", "probability": 0.9140625}, {"start": 2139.06, "end": 2139.88, "word": " مجبور", "probability": 0.94287109375}, {"start": 2139.88, "end": 2140.54, "word": " يلعب", "probability": 0.9749755859375}, {"start": 2140.54, "end": 2140.64, "word": " لي", "probability": 0.81640625}, {"start": 2140.64, "end": 2140.84, "word": " بيه", "probability": 0.8115234375}, {"start": 2140.84, "end": 2141.22, "word": " واحد", "probability": 0.9931640625}, {"start": 2141.22, "end": 2142.06, "word": " والله", "probability": 0.83251953125}, {"start": 2142.06, "end": 2142.36, "word": " اذا", "probability": 0.7210693359375}, {"start": 2142.36, "end": 2142.88, "word": " هو", "probability": 0.98974609375}, {"start": 2142.88, "end": 2143.32, "word": " سهي", "probability": 0.8304036458333334}, {"start": 2143.32, "end": 2144.18, "word": " ومااخدش", "probability": 0.8548828125}, {"start": 2144.18, "end": 2144.52, "word": " باله", "probability": 0.913818359375}, {"start": 2144.52, "end": 2144.9, "word": " لعبلي", "probability": 0.6500244140625}, {"start": 2144.9, "end": 2145.0, "word": " اي", "probability": 0.912841796875}, {"start": 2145.0, "end": 2145.28, "word": " واحدة", "probability": 0.9630533854166666}, {"start": 2145.28, "end": 2145.58, "word": " تانية", "probability": 0.9913736979166666}, {"start": 2145.58, "end": 2145.88, "word": " خير", "probability": 0.938720703125}, {"start": 2145.88, "end": 2146.68, "word": " وبركة", "probability": 0.954833984375}, {"start": 2146.68, "end": 2148.2, "word": " بالعكس", "probability": 0.935546875}, {"start": 2148.2, "end": 2148.52, "word": " احسن", "probability": 0.9290771484375}, {"start": 2148.52, "end": 2148.84, "word": " واحسن", "probability": 0.880615234375}, {"start": 2148.84, "end": 2149.12, "word": " كمان", "probability": 0.99609375}, {"start": 2149.12, "end": 2149.68, "word": " بس", "probability": 0.892333984375}, {"start": 2149.68, "end": 2149.84, "word": " احنا", "probability": 0.9689127604166666}, {"start": 2149.84, "end": 2150.3, "word": " بنشتغل", "probability": 0.97841796875}, {"start": 2150.3, "end": 2150.64, "word": " دايما", "probability": 0.9269205729166666}, {"start": 2150.64, "end": 2150.94, "word": " انه", "probability": 0.8193359375}, {"start": 2150.94, "end": 2151.04, "word": " لأ", "probability": 0.92138671875}, {"start": 2151.04, "end": 2151.2, "word": " انا", "probability": 0.84228515625}, {"start": 2151.2, "end": 2151.86, "word": " محترم", "probability": 0.986328125}, {"start": 2151.86, "end": 2152.34, "word": " شغله", "probability": 0.9895833333333334}, {"start": 2152.34, "end": 2153.02, "word": " وبشتغل", "probability": 0.8551432291666666}, {"start": 2153.02, "end": 2153.3, "word": " دايما", "probability": 0.95166015625}, {"start": 2153.3, "end": 2153.42, "word": " ع", "probability": 0.43505859375}, {"start": 2153.42, "end": 2153.48, "word": " ال", "probability": 0.88037109375}, {"start": 2153.48, "end": 2153.64, "word": " worst", "probability": 0.97509765625}, {"start": 2153.64, "end": 2154.06, "word": " case", "probability": 0.9462890625}, {"start": 2154.06, "end": 2154.96, "word": " ال", "probability": 0.9482421875}, {"start": 2154.96, "end": 2155.26, "word": " worst", "probability": 0.982421875}, {"start": 2155.26, "end": 2155.56, "word": " case", "probability": 0.95361328125}, {"start": 2155.56, "end": 2155.7, "word": " ان", "probability": 0.8408203125}, {"start": 2155.7, "end": 2155.84, "word": " هو", "probability": 0.8798828125}, {"start": 2155.84, "end": 2156.24, "word": " دايما", "probability": 0.95556640625}, {"start": 2156.24, "end": 2156.62, "word": " هيكون", "probability": 0.8818359375}, {"start": 2156.62, "end": 2156.94, "word": " مصح", "probability": 0.76318359375}, {"start": 2156.94, "end": 2157.3, "word": " صح", "probability": 0.9365234375}, {"start": 2157.3, "end": 2158.2, "word": " المنافس", "probability": 0.9345703125}, {"start": 2158.2, "end": 2158.5, "word": " تبعي", "probability": 0.7958984375}, {"start": 2158.5, "end": 2158.74, "word": " دايما", "probability": 0.95166015625}, {"start": 2158.74, "end": 2159.22, "word": " صاحي", "probability": 0.788330078125}, {"start": 2159.22, "end": 2159.62, "word": " ليه", "probability": 0.766845703125}, {"start": 2159.62, "end": 2159.86, "word": " و", "probability": 0.90771484375}, {"start": 2159.86, "end": 2160.7, "word": " هيلعب", "probability": 0.85699462890625}, {"start": 2160.7, "end": 2161.76, "word": " ضدي", "probability": 0.8243815104166666}, {"start": 2161.76, "end": 2162.4, "word": " بالتبط", "probability": 0.83740234375}, {"start": 2162.4, "end": 2163.22, "word": " مش", "probability": 0.8955078125}, {"start": 2163.22, "end": 2163.6, "word": " حاسه", "probability": 0.529296875}, {"start": 2163.6, "end": 2163.88, "word": " يعني", "probability": 0.89794921875}], "temperature": 1.0}, {"id": 96, "seek": 218644, "start": 2164.62, "end": 2186.44, "text": "هذا هيك المفترض يعني، okay فإذا هاي الخطوات expanding لكل ال search space، بعدين evaluation لها، بعدين بنختار selection the best path، بنختار selection مرحليا، بمعنى من ال level الأقل، و باخد منهم أفضل واحد، طبعا مفهوم كلمة أفضل واحد لازم ناخد بالنا، أنا mini ولا max؟", "tokens": [3224, 15730, 39896, 4117, 9673, 5172, 2655, 43042, 37495, 22653, 12399, 1392, 6156, 28814, 15730, 8032, 47302, 33962, 9566, 2407, 9307, 14702, 5296, 28820, 2423, 3164, 1901, 12399, 39182, 9957, 13344, 5296, 11296, 12399, 39182, 9957, 44945, 46456, 9640, 9450, 264, 1151, 3100, 12399, 44945, 46456, 9640, 9450, 3714, 2288, 5016, 20292, 995, 12399, 4724, 2304, 3615, 1863, 7578, 9154, 2423, 1496, 16247, 4587, 1211, 12399, 4032, 4724, 47283, 3215, 9154, 16095, 5551, 5172, 11242, 1211, 36764, 24401, 12399, 23032, 3555, 3615, 995, 3714, 5172, 3224, 20498, 9122, 19528, 3660, 5551, 5172, 11242, 1211, 36764, 24401, 5296, 31377, 2304, 8717, 47283, 3215, 20666, 8315, 12399, 41850, 8382, 49429, 11469, 22807], "avg_logprob": -0.16511824082683874, "compression_ratio": 1.6468253968253967, "no_speech_prob": 3.3974647521972656e-06, "words": [{"start": 2164.62, "end": 2164.92, "word": "هذا", "probability": 0.6964111328125}, {"start": 2164.92, "end": 2165.08, "word": " هيك", "probability": 0.55322265625}, {"start": 2165.08, "end": 2165.48, "word": " المفترض", "probability": 0.9927978515625}, {"start": 2165.48, "end": 2166.14, "word": " يعني،", "probability": 0.6044514973958334}, {"start": 2166.14, "end": 2166.38, "word": " okay", "probability": 0.662109375}, {"start": 2166.38, "end": 2166.92, "word": " فإذا", "probability": 0.8107096354166666}, {"start": 2166.92, "end": 2167.14, "word": " هاي", "probability": 0.57958984375}, {"start": 2167.14, "end": 2167.7, "word": " الخطوات", "probability": 0.98779296875}, {"start": 2167.7, "end": 2168.56, "word": " expanding", "probability": 0.529296875}, {"start": 2168.56, "end": 2169.26, "word": " لكل", "probability": 0.960693359375}, {"start": 2169.26, "end": 2169.4, "word": " ال", "probability": 0.740234375}, {"start": 2169.4, "end": 2169.7, "word": " search", "probability": 0.92138671875}, {"start": 2169.7, "end": 2171.02, "word": " space،", "probability": 0.67919921875}, {"start": 2171.02, "end": 2171.6, "word": " بعدين", "probability": 0.82177734375}, {"start": 2171.6, "end": 2172.26, "word": " evaluation", "probability": 0.9677734375}, {"start": 2172.26, "end": 2172.98, "word": " لها،", "probability": 0.7501627604166666}, {"start": 2172.98, "end": 2173.16, "word": " بعدين", "probability": 0.882080078125}, {"start": 2173.16, "end": 2173.56, "word": " بنختار", "probability": 0.9021809895833334}, {"start": 2173.56, "end": 2174.12, "word": " selection", "probability": 0.95458984375}, {"start": 2174.12, "end": 2174.54, "word": " the", "probability": 0.71484375}, {"start": 2174.54, "end": 2174.84, "word": " best", "probability": 0.9365234375}, {"start": 2174.84, "end": 2176.04, "word": " path،", "probability": 0.85595703125}, {"start": 2176.04, "end": 2176.42, "word": " بنختار", "probability": 0.9571940104166666}, {"start": 2176.42, "end": 2176.88, "word": " selection", "probability": 0.95849609375}, {"start": 2176.88, "end": 2177.72, "word": " مرحليا،", "probability": 0.8900553385416666}, {"start": 2177.72, "end": 2178.22, "word": " بمعنى", "probability": 0.97119140625}, {"start": 2178.22, "end": 2179.2, "word": " من", "probability": 0.9326171875}, {"start": 2179.2, "end": 2179.3, "word": " ال", "probability": 0.9345703125}, {"start": 2179.3, "end": 2179.48, "word": " level", "probability": 0.9658203125}, {"start": 2179.48, "end": 2180.3, "word": " الأقل،", "probability": 0.868408203125}, {"start": 2180.3, "end": 2180.38, "word": " و", "probability": 0.49365234375}, {"start": 2180.38, "end": 2180.94, "word": " باخد", "probability": 0.9708658854166666}, {"start": 2180.94, "end": 2181.18, "word": " منهم", "probability": 0.988525390625}, {"start": 2181.18, "end": 2181.68, "word": " أفضل", "probability": 0.988037109375}, {"start": 2181.68, "end": 2182.6, "word": " واحد،", "probability": 0.9625651041666666}, {"start": 2182.6, "end": 2182.8, "word": " طبعا", "probability": 0.9869384765625}, {"start": 2182.8, "end": 2183.1, "word": " مفهوم", "probability": 0.92138671875}, {"start": 2183.1, "end": 2183.42, "word": " كلمة", "probability": 0.9801432291666666}, {"start": 2183.42, "end": 2183.78, "word": " أفضل", "probability": 0.9820556640625}, {"start": 2183.78, "end": 2184.2, "word": " واحد", "probability": 0.99365234375}, {"start": 2184.2, "end": 2184.68, "word": " لازم", "probability": 0.8815104166666666}, {"start": 2184.68, "end": 2184.92, "word": " ناخد", "probability": 0.9920247395833334}, {"start": 2184.92, "end": 2185.24, "word": " بالنا،", "probability": 0.77783203125}, {"start": 2185.24, "end": 2185.34, "word": " أنا", "probability": 0.78662109375}, {"start": 2185.34, "end": 2185.5, "word": " mini", "probability": 0.382568359375}, {"start": 2185.5, "end": 2185.68, "word": " ولا", "probability": 0.81103515625}, {"start": 2185.68, "end": 2186.44, "word": " max؟", "probability": 0.912841796875}], "temperature": 1.0}, {"id": 97, "seek": 221257, "start": 2186.83, "end": 2212.57, "text": "إذا mini أفضل واحد هو الأقل إذا max أفضل واحد هو الأعلى تمام فهيها بكل بساطة بهذا الشكل عشان بعدين نرجع نعمل propagation أو back propagation عكسي نطلع من الأرقام من تحت و نطلع على فوق عشان نحدد جديش الفرص في بداية اللعبة و أمشي مع أفضل فرص ممكنة فهي الأربع خطوات الأساسيين لل games", "tokens": [28814, 15730, 8382, 5551, 5172, 11242, 1211, 36764, 24401, 31439, 16247, 4587, 1211, 11933, 15730, 11469, 5551, 5172, 11242, 1211, 36764, 24401, 31439, 16247, 3615, 23942, 46811, 10943, 6156, 3224, 1829, 11296, 4724, 28820, 4724, 3794, 41193, 3660, 39627, 15730, 25124, 28820, 6225, 8592, 7649, 39182, 9957, 8717, 47341, 3615, 8717, 25957, 1211, 38377, 34051, 646, 38377, 6225, 4117, 3794, 1829, 8717, 9566, 1211, 3615, 9154, 16247, 2288, 4587, 10943, 9154, 6055, 33753, 4032, 8717, 9566, 1211, 3615, 15844, 6156, 30543, 6225, 8592, 7649, 8717, 24401, 3215, 10874, 16254, 8592, 27188, 2288, 9381, 8978, 4724, 28259, 10632, 13672, 3615, 49401, 4032, 5551, 2304, 8592, 1829, 20449, 5551, 5172, 11242, 1211, 6156, 2288, 9381, 3714, 43020, 3660, 6156, 3224, 1829, 16247, 25513, 3615, 16490, 9566, 2407, 9307, 16247, 3794, 32277, 1829, 9957, 24976, 2813], "avg_logprob": -0.07888293138413287, "compression_ratio": 1.828793774319066, "no_speech_prob": 2.6226043701171875e-06, "words": [{"start": 2186.83, "end": 2187.11, "word": "إذا", "probability": 0.861328125}, {"start": 2187.11, "end": 2187.37, "word": " mini", "probability": 0.41650390625}, {"start": 2187.37, "end": 2187.95, "word": " أفضل", "probability": 0.9716796875}, {"start": 2187.95, "end": 2188.21, "word": " واحد", "probability": 0.991943359375}, {"start": 2188.21, "end": 2188.33, "word": " هو", "probability": 0.98291015625}, {"start": 2188.33, "end": 2188.77, "word": " الأقل", "probability": 0.9861653645833334}, {"start": 2188.77, "end": 2189.43, "word": " إذا", "probability": 0.6903076171875}, {"start": 2189.43, "end": 2189.75, "word": " max", "probability": 0.82861328125}, {"start": 2189.75, "end": 2190.03, "word": " أفضل", "probability": 0.982177734375}, {"start": 2190.03, "end": 2190.25, "word": " واحد", "probability": 0.995849609375}, {"start": 2190.25, "end": 2190.59, "word": " هو", "probability": 0.966796875}, {"start": 2190.59, "end": 2191.61, "word": " الأعلى", "probability": 0.9697265625}, {"start": 2191.61, "end": 2192.59, "word": " تمام", "probability": 0.85498046875}, {"start": 2192.59, "end": 2193.19, "word": " فهيها", "probability": 0.8623046875}, {"start": 2193.19, "end": 2193.73, "word": " بكل", "probability": 0.986572265625}, {"start": 2193.73, "end": 2194.11, "word": " بساطة", "probability": 0.990478515625}, {"start": 2194.11, "end": 2194.33, "word": " بهذا", "probability": 0.86279296875}, {"start": 2194.33, "end": 2194.63, "word": " الشكل", "probability": 0.992431640625}, {"start": 2194.63, "end": 2194.93, "word": " عشان", "probability": 0.970703125}, {"start": 2194.93, "end": 2195.25, "word": " بعدين", "probability": 0.835205078125}, {"start": 2195.25, "end": 2195.63, "word": " نرجع", "probability": 0.9710286458333334}, {"start": 2195.63, "end": 2195.87, "word": " نعمل", "probability": 0.9910481770833334}, {"start": 2195.87, "end": 2196.47, "word": " propagation", "probability": 0.88916015625}, {"start": 2196.47, "end": 2196.99, "word": " أو", "probability": 0.57275390625}, {"start": 2196.99, "end": 2197.17, "word": " back", "probability": 0.8876953125}, {"start": 2197.17, "end": 2197.73, "word": " propagation", "probability": 0.91552734375}, {"start": 2197.73, "end": 2198.41, "word": " عكسي", "probability": 0.9713134765625}, {"start": 2198.41, "end": 2199.71, "word": " نطلع", "probability": 0.96435546875}, {"start": 2199.71, "end": 2199.85, "word": " من", "probability": 0.994140625}, {"start": 2199.85, "end": 2200.25, "word": " الأرقام", "probability": 0.991943359375}, {"start": 2200.25, "end": 2200.41, "word": " من", "probability": 0.99169921875}, {"start": 2200.41, "end": 2200.67, "word": " تحت", "probability": 0.95556640625}, {"start": 2200.67, "end": 2200.81, "word": " و", "probability": 0.994140625}, {"start": 2200.81, "end": 2201.09, "word": " نطلع", "probability": 0.85205078125}, {"start": 2201.09, "end": 2201.25, "word": " على", "probability": 0.299560546875}, {"start": 2201.25, "end": 2201.43, "word": " فوق", "probability": 0.9736328125}, {"start": 2201.43, "end": 2201.73, "word": " عشان", "probability": 0.9905598958333334}, {"start": 2201.73, "end": 2203.07, "word": " نحدد", "probability": 0.95751953125}, {"start": 2203.07, "end": 2204.75, "word": " جديش", "probability": 0.8424479166666666}, {"start": 2204.75, "end": 2205.23, "word": " الفرص", "probability": 0.9881184895833334}, {"start": 2205.23, "end": 2205.55, "word": " في", "probability": 0.97216796875}, {"start": 2205.55, "end": 2205.87, "word": " بداية", "probability": 0.9850260416666666}, {"start": 2205.87, "end": 2206.25, "word": " اللعبة", "probability": 0.9462890625}, {"start": 2206.25, "end": 2207.37, "word": " و", "probability": 0.88720703125}, {"start": 2207.37, "end": 2207.71, "word": " أمشي", "probability": 0.9610595703125}, {"start": 2207.71, "end": 2207.87, "word": " مع", "probability": 0.9951171875}, {"start": 2207.87, "end": 2208.75, "word": " أفضل", "probability": 0.993896484375}, {"start": 2208.75, "end": 2209.23, "word": " فرص", "probability": 0.9959309895833334}, {"start": 2209.23, "end": 2209.85, "word": " ممكنة", "probability": 0.98388671875}, {"start": 2209.85, "end": 2210.21, "word": " فهي", "probability": 0.8126627604166666}, {"start": 2210.21, "end": 2210.49, "word": " الأربع", "probability": 0.9563802083333334}, {"start": 2210.49, "end": 2210.91, "word": " خطوات", "probability": 0.9837646484375}, {"start": 2210.91, "end": 2211.69, "word": " الأساسيين", "probability": 0.9818359375}, {"start": 2211.69, "end": 2212.23, "word": " لل", "probability": 0.9208984375}, {"start": 2212.23, "end": 2212.57, "word": " games", "probability": 0.92724609375}], "temperature": 1.0}, {"id": 98, "seek": 224246, "start": 2215.19, "end": 2242.47, "text": "واللي هنحللهم ببساطة هنقول والله completeness اه هي completeness لأنه فعليا انا بده يكمل انا في النهاية موجود ضمن ال tree سواء الفرص كتيرة ولا جليلة انا ماعنديش يعني رقم محدد اقول والله لازم الفرص تكون مية او فرص تكون عشر عشان اقول هي optimal المهم ان انا بصل لأفضل فرص ممكنة طبعا بتعتمد على كتير أشياء على اللعبة نفسها او ال game نفسه بتعتمد على", "tokens": [2407, 6027, 20292, 8032, 1863, 5016, 1211, 1211, 16095, 4724, 3555, 3794, 41193, 3660, 8032, 1863, 39648, 16070, 43761, 1557, 15264, 1975, 3224, 39896, 1557, 15264, 5296, 33456, 3224, 6156, 3615, 20292, 995, 1975, 8315, 47525, 3224, 7251, 24793, 1211, 1975, 8315, 8978, 28239, 11296, 10632, 3714, 29245, 23328, 48812, 27842, 2423, 4230, 8608, 2407, 16606, 27188, 2288, 9381, 9122, 2655, 48923, 49429, 10874, 20292, 37977, 1975, 8315, 19446, 3615, 1863, 16254, 8592, 37495, 22653, 12602, 4587, 2304, 3714, 24401, 3215, 1975, 39648, 16070, 43761, 5296, 31377, 2304, 27188, 2288, 9381, 6055, 30544, 3714, 10632, 1975, 2407, 6156, 2288, 9381, 6055, 30544, 6225, 46309, 6225, 8592, 7649, 1975, 39648, 39896, 16252, 9673, 16095, 16472, 1975, 8315, 4724, 36520, 5296, 10721, 5172, 11242, 1211, 6156, 2288, 9381, 3714, 43020, 3660, 23032, 3555, 3615, 995, 39894, 34268, 2304, 3215, 15844, 9122, 2655, 13546, 5551, 8592, 1829, 16606, 15844, 13672, 3615, 49401, 8717, 36178, 11296, 1975, 2407, 2423, 1216, 8717, 36178, 3224, 39894, 34268, 2304, 3215, 15844], "avg_logprob": -0.13049242568738534, "compression_ratio": 1.993220338983051, "no_speech_prob": 7.748603820800781e-07, "words": [{"start": 2215.1900000000005, "end": 2215.8900000000003, "word": "واللي", "probability": 0.81591796875}, {"start": 2215.8900000000003, "end": 2216.59, "word": " هنحللهم", "probability": 0.8662109375}, {"start": 2216.59, "end": 2217.03, "word": " ببساطة", "probability": 0.9845703125}, {"start": 2217.03, "end": 2217.33, "word": " هنقول", "probability": 0.8271484375}, {"start": 2217.33, "end": 2217.67, "word": " والله", "probability": 0.7548828125}, {"start": 2217.67, "end": 2218.41, "word": " completeness", "probability": 0.957275390625}, {"start": 2218.41, "end": 2218.63, "word": " اه", "probability": 0.6217041015625}, {"start": 2218.63, "end": 2218.71, "word": " هي", "probability": 0.9287109375}, {"start": 2218.71, "end": 2219.29, "word": " completeness", "probability": 0.948486328125}, {"start": 2219.29, "end": 2219.71, "word": " لأنه", "probability": 0.69677734375}, {"start": 2219.71, "end": 2220.03, "word": " فعليا", "probability": 0.874267578125}, {"start": 2220.03, "end": 2220.11, "word": " انا", "probability": 0.57861328125}, {"start": 2220.11, "end": 2220.25, "word": " بده", "probability": 0.46759033203125}, {"start": 2220.25, "end": 2220.67, "word": " يكمل", "probability": 0.9850260416666666}, {"start": 2220.67, "end": 2221.23, "word": " انا", "probability": 0.792236328125}, {"start": 2221.23, "end": 2221.33, "word": " في", "probability": 0.89013671875}, {"start": 2221.33, "end": 2221.71, "word": " النهاية", "probability": 0.9454752604166666}, {"start": 2221.71, "end": 2222.57, "word": " موجود", "probability": 0.9900716145833334}, {"start": 2222.57, "end": 2223.35, "word": " ضمن", "probability": 0.990478515625}, {"start": 2223.35, "end": 2224.05, "word": " ال", "probability": 0.96484375}, {"start": 2224.05, "end": 2224.39, "word": " tree", "probability": 0.58447265625}, {"start": 2224.39, "end": 2225.39, "word": " سواء", "probability": 0.9580078125}, {"start": 2225.39, "end": 2225.83, "word": " الفرص", "probability": 0.9777018229166666}, {"start": 2225.83, "end": 2226.27, "word": " كتيرة", "probability": 0.9187825520833334}, {"start": 2226.27, "end": 2226.51, "word": " ولا", "probability": 0.74658203125}, {"start": 2226.51, "end": 2226.97, "word": " جليلة", "probability": 0.8894856770833334}, {"start": 2226.97, "end": 2227.97, "word": " انا", "probability": 0.87353515625}, {"start": 2227.97, "end": 2228.47, "word": " ماعنديش", "probability": 0.9716796875}, {"start": 2228.47, "end": 2228.75, "word": " يعني", "probability": 0.91552734375}, {"start": 2228.75, "end": 2229.11, "word": " رقم", "probability": 0.9951171875}, {"start": 2229.11, "end": 2229.59, "word": " محدد", "probability": 0.9967447916666666}, {"start": 2229.59, "end": 2229.85, "word": " اقول", "probability": 0.917236328125}, {"start": 2229.85, "end": 2230.09, "word": " والله", "probability": 0.850341796875}, {"start": 2230.09, "end": 2230.33, "word": " لازم", "probability": 0.9842122395833334}, {"start": 2230.33, "end": 2230.59, "word": " الفرص", "probability": 0.841796875}, {"start": 2230.59, "end": 2230.85, "word": " تكون", "probability": 0.7080078125}, {"start": 2230.85, "end": 2231.17, "word": " مية", "probability": 0.8115234375}, {"start": 2231.17, "end": 2231.65, "word": " او", "probability": 0.881103515625}, {"start": 2231.65, "end": 2231.87, "word": " فرص", "probability": 0.86279296875}, {"start": 2231.87, "end": 2232.07, "word": " تكون", "probability": 0.970947265625}, {"start": 2232.07, "end": 2232.37, "word": " عشر", "probability": 0.939453125}, {"start": 2232.37, "end": 2232.57, "word": " عشان", "probability": 0.98681640625}, {"start": 2232.57, "end": 2232.81, "word": " اقول", "probability": 0.9443359375}, {"start": 2232.81, "end": 2232.95, "word": " هي", "probability": 0.76513671875}, {"start": 2232.95, "end": 2233.33, "word": " optimal", "probability": 0.9248046875}, {"start": 2233.33, "end": 2233.93, "word": " المهم", "probability": 0.9306640625}, {"start": 2233.93, "end": 2234.07, "word": " ان", "probability": 0.7939453125}, {"start": 2234.07, "end": 2234.23, "word": " انا", "probability": 0.900146484375}, {"start": 2234.23, "end": 2234.51, "word": " بصل", "probability": 0.840087890625}, {"start": 2234.51, "end": 2235.15, "word": " لأفضل", "probability": 0.9359375}, {"start": 2235.15, "end": 2235.49, "word": " فرص", "probability": 0.99609375}, {"start": 2235.49, "end": 2236.57, "word": " ممكنة", "probability": 0.9612630208333334}, {"start": 2236.57, "end": 2236.99, "word": " طبعا", "probability": 0.9678955078125}, {"start": 2236.99, "end": 2237.45, "word": " بتعتمد", "probability": 0.93310546875}, {"start": 2237.45, "end": 2237.57, "word": " على", "probability": 0.8505859375}, {"start": 2237.57, "end": 2237.81, "word": " كتير", "probability": 0.9541015625}, {"start": 2237.81, "end": 2238.21, "word": " أشياء", "probability": 0.92822265625}, {"start": 2238.21, "end": 2238.79, "word": " على", "probability": 0.68212890625}, {"start": 2238.79, "end": 2239.53, "word": " اللعبة", "probability": 0.9313151041666666}, {"start": 2239.53, "end": 2240.65, "word": " نفسها", "probability": 0.9964192708333334}, {"start": 2240.65, "end": 2240.85, "word": " او", "probability": 0.772216796875}, {"start": 2240.85, "end": 2240.93, "word": " ال", "probability": 0.9306640625}, {"start": 2240.93, "end": 2241.07, "word": " game", "probability": 0.927734375}, {"start": 2241.07, "end": 2241.51, "word": " نفسه", "probability": 0.9923502604166666}, {"start": 2241.51, "end": 2242.25, "word": " بتعتمد", "probability": 0.984619140625}, {"start": 2242.25, "end": 2242.47, "word": " على", "probability": 0.95947265625}], "temperature": 1.0}, {"id": 99, "seek": 227040, "start": 2243.56, "end": 2270.4, "text": "ال initialization أو ال initial state ال start state الشي بالظبط كانت اللي أنا هنطلق منها أكمل باقي اللعبة تمام optimal أكيد هتكون optimal في ظل الخصم أو في ظل المنافس في ظل إنه فعلا في وجود منافس فهتكون أفضل ما يمكن كحال طيب ال time complexity ك time complexity إن أنا مضطر إيش أشتغل أشتغل على كل ..", "tokens": [6027, 5883, 2144, 34051, 2423, 5883, 1785, 2423, 722, 1785, 25124, 1829, 20666, 19913, 3555, 9566, 25961, 2655, 13672, 1829, 41850, 8032, 1863, 9566, 1211, 4587, 9154, 11296, 5551, 24793, 1211, 4724, 995, 38436, 13672, 3615, 49401, 46811, 10943, 16252, 5551, 4117, 25708, 8032, 2655, 30544, 16252, 8978, 1357, 116, 1211, 33962, 9381, 2304, 34051, 8978, 1357, 116, 1211, 9673, 8315, 36178, 8978, 1357, 116, 1211, 36145, 3224, 6156, 3615, 15040, 8978, 49610, 23328, 3714, 8315, 36178, 6156, 3224, 2655, 30544, 5551, 5172, 11242, 1211, 19446, 7251, 43020, 9122, 5016, 6027, 23032, 1829, 3555, 2423, 565, 14024, 9122, 565, 14024, 36145, 41850, 3714, 11242, 9566, 2288, 11933, 1829, 8592, 5551, 8592, 2655, 17082, 1211, 5551, 8592, 2655, 17082, 1211, 15844, 28242, 4386], "avg_logprob": -0.16539634752079724, "compression_ratio": 1.8333333333333333, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 2243.56, "end": 2243.78, "word": "ال", "probability": 0.367919921875}, {"start": 2243.78, "end": 2244.58, "word": " initialization", "probability": 0.6962890625}, {"start": 2244.58, "end": 2244.88, "word": " أو", "probability": 0.7275390625}, {"start": 2244.88, "end": 2245.3, "word": " ال", "probability": 0.97314453125}, {"start": 2245.3, "end": 2245.64, "word": " initial", "probability": 0.890625}, {"start": 2245.64, "end": 2246.18, "word": " state", "probability": 0.9560546875}, {"start": 2246.18, "end": 2247.02, "word": " ال", "probability": 0.34716796875}, {"start": 2247.02, "end": 2247.3, "word": " start", "probability": 0.7548828125}, {"start": 2247.3, "end": 2247.74, "word": " state", "probability": 0.9580078125}, {"start": 2247.74, "end": 2248.72, "word": " الشي", "probability": 0.844970703125}, {"start": 2248.72, "end": 2249.06, "word": " بالظبط", "probability": 0.960693359375}, {"start": 2249.06, "end": 2249.5, "word": " كانت", "probability": 0.98583984375}, {"start": 2249.5, "end": 2249.74, "word": " اللي", "probability": 0.920166015625}, {"start": 2249.74, "end": 2249.84, "word": " أنا", "probability": 0.56591796875}, {"start": 2249.84, "end": 2250.28, "word": " هنطلق", "probability": 0.958984375}, {"start": 2250.28, "end": 2250.64, "word": " منها", "probability": 0.995361328125}, {"start": 2250.64, "end": 2251.36, "word": " أكمل", "probability": 0.93359375}, {"start": 2251.36, "end": 2251.54, "word": " باقي", "probability": 0.7613118489583334}, {"start": 2251.54, "end": 2251.92, "word": " اللعبة", "probability": 0.978515625}, {"start": 2251.92, "end": 2252.78, "word": " تمام", "probability": 0.911376953125}, {"start": 2252.78, "end": 2253.4, "word": " optimal", "probability": 0.908203125}, {"start": 2253.4, "end": 2253.78, "word": " أكيد", "probability": 0.9259440104166666}, {"start": 2253.78, "end": 2254.08, "word": " هتكون", "probability": 0.9363606770833334}, {"start": 2254.08, "end": 2254.54, "word": " optimal", "probability": 0.9677734375}, {"start": 2254.54, "end": 2255.16, "word": " في", "probability": 0.8046875}, {"start": 2255.16, "end": 2255.56, "word": " ظل", "probability": 0.86962890625}, {"start": 2255.56, "end": 2256.6, "word": " الخصم", "probability": 0.7892252604166666}, {"start": 2256.6, "end": 2256.84, "word": " أو", "probability": 0.8544921875}, {"start": 2256.84, "end": 2257.06, "word": " في", "probability": 0.984375}, {"start": 2257.06, "end": 2257.34, "word": " ظل", "probability": 0.9178059895833334}, {"start": 2257.34, "end": 2258.56, "word": " المنافس", "probability": 0.990234375}, {"start": 2258.56, "end": 2259.1, "word": " في", "probability": 0.7626953125}, {"start": 2259.1, "end": 2259.34, "word": " ظل", "probability": 0.8167317708333334}, {"start": 2259.34, "end": 2259.52, "word": " إنه", "probability": 0.456787109375}, {"start": 2259.52, "end": 2259.72, "word": " فعلا", "probability": 0.8732096354166666}, {"start": 2259.72, "end": 2259.86, "word": " في", "probability": 0.72265625}, {"start": 2259.86, "end": 2260.12, "word": " وجود", "probability": 0.77294921875}, {"start": 2260.12, "end": 2260.54, "word": " منافس", "probability": 0.9669596354166666}, {"start": 2260.54, "end": 2261.38, "word": " فهتكون", "probability": 0.909912109375}, {"start": 2261.38, "end": 2262.02, "word": " أفضل", "probability": 0.9925537109375}, {"start": 2262.02, "end": 2263.42, "word": " ما", "probability": 0.94287109375}, {"start": 2263.42, "end": 2263.92, "word": " يمكن", "probability": 0.915283203125}, {"start": 2263.92, "end": 2264.5, "word": " كحال", "probability": 0.7975260416666666}, {"start": 2264.5, "end": 2265.1, "word": " طيب", "probability": 0.9383138020833334}, {"start": 2265.1, "end": 2265.26, "word": " ال", "probability": 0.96630859375}, {"start": 2265.26, "end": 2265.4, "word": " time", "probability": 0.7900390625}, {"start": 2265.4, "end": 2265.94, "word": " complexity", "probability": 0.92724609375}, {"start": 2265.94, "end": 2267.02, "word": " ك", "probability": 0.6962890625}, {"start": 2267.02, "end": 2267.22, "word": " time", "probability": 0.51220703125}, {"start": 2267.22, "end": 2267.58, "word": " complexity", "probability": 0.96728515625}, {"start": 2267.58, "end": 2267.72, "word": " إن", "probability": 0.283447265625}, {"start": 2267.72, "end": 2267.8, "word": " أنا", "probability": 0.94287109375}, {"start": 2267.8, "end": 2268.16, "word": " مضطر", "probability": 0.9732666015625}, {"start": 2268.16, "end": 2268.32, "word": " إيش", "probability": 0.8894856770833334}, {"start": 2268.32, "end": 2268.76, "word": " أشتغل", "probability": 0.9716796875}, {"start": 2268.76, "end": 2269.32, "word": " أشتغل", "probability": 0.88359375}, {"start": 2269.32, "end": 2269.48, "word": " على", "probability": 0.96337890625}, {"start": 2269.48, "end": 2269.94, "word": " كل", "probability": 0.990234375}, {"start": 2269.94, "end": 2270.4, "word": " ..", "probability": 0.87158203125}], "temperature": 1.0}, {"id": 100, "seek": 228437, "start": 2271.15, "end": 2284.37, "text": "لتري فإذا بتعمل مع ال branching to the bar ال maximum depth ال branching to the bar ال maximum depth كويس بالنسبة لا ل space لا ل space لأ احنا دايما بنختار", "tokens": [1211, 2655, 16572, 6156, 28814, 15730, 39894, 25957, 1211, 20449, 2423, 9819, 278, 281, 264, 2159, 2423, 6674, 7161, 2423, 9819, 278, 281, 264, 2159, 2423, 6674, 7161, 9122, 45865, 3794, 20666, 1863, 35457, 3660, 20193, 5296, 1901, 20193, 5296, 1901, 5296, 10721, 1975, 5016, 8315, 11778, 47302, 15042, 44945, 46456, 9640], "avg_logprob": -0.28685141284510773, "compression_ratio": 1.5434782608695652, "no_speech_prob": 0.00036025047302246094, "words": [{"start": 2271.15, "end": 2271.59, "word": "لتري", "probability": 0.4197184244791667}, {"start": 2271.59, "end": 2272.67, "word": " فإذا", "probability": 0.7233072916666666}, {"start": 2272.67, "end": 2273.43, "word": " بتعمل", "probability": 0.7516276041666666}, {"start": 2273.43, "end": 2273.63, "word": " مع", "probability": 0.90087890625}, {"start": 2273.63, "end": 2273.93, "word": " ال", "probability": 0.6611328125}, {"start": 2273.93, "end": 2274.61, "word": " branching", "probability": 0.799072265625}, {"start": 2274.61, "end": 2274.77, "word": " to", "probability": 0.92431640625}, {"start": 2274.77, "end": 2274.91, "word": " the", "probability": 0.8779296875}, {"start": 2274.91, "end": 2275.19, "word": " bar", "probability": 0.60986328125}, {"start": 2275.19, "end": 2275.51, "word": " ال", "probability": 0.380126953125}, {"start": 2275.51, "end": 2275.85, "word": " maximum", "probability": 0.9658203125}, {"start": 2275.85, "end": 2276.29, "word": " depth", "probability": 0.86669921875}, {"start": 2276.29, "end": 2277.43, "word": " ال", "probability": 0.4814453125}, {"start": 2277.43, "end": 2278.07, "word": " branching", "probability": 0.876220703125}, {"start": 2278.07, "end": 2278.37, "word": " to", "probability": 0.92431640625}, {"start": 2278.37, "end": 2278.53, "word": " the", "probability": 0.91796875}, {"start": 2278.53, "end": 2278.73, "word": " bar", "probability": 0.89111328125}, {"start": 2278.73, "end": 2278.93, "word": " ال", "probability": 0.73876953125}, {"start": 2278.93, "end": 2279.27, "word": " maximum", "probability": 0.9775390625}, {"start": 2279.27, "end": 2280.07, "word": " depth", "probability": 0.845703125}, {"start": 2280.07, "end": 2280.63, "word": " كويس", "probability": 0.8994140625}, {"start": 2280.63, "end": 2281.37, "word": " بالنسبة", "probability": 0.893310546875}, {"start": 2281.37, "end": 2281.47, "word": " لا", "probability": 0.405517578125}, {"start": 2281.47, "end": 2281.57, "word": " ل", "probability": 0.482666015625}, {"start": 2281.57, "end": 2282.05, "word": " space", "probability": 0.6513671875}, {"start": 2282.05, "end": 2282.85, "word": " لا", "probability": 0.65576171875}, {"start": 2282.85, "end": 2282.93, "word": " ل", "probability": 0.7294921875}, {"start": 2282.93, "end": 2283.27, "word": " space", "probability": 0.921875}, {"start": 2283.27, "end": 2283.49, "word": " لأ", "probability": 0.852294921875}, {"start": 2283.49, "end": 2283.63, "word": " احنا", "probability": 0.93115234375}, {"start": 2283.63, "end": 2283.83, "word": " دايما", "probability": 0.8919270833333334}, {"start": 2283.83, "end": 2284.37, "word": " بنختار", "probability": 0.9513346354166666}], "temperature": 1.0}, {"id": 101, "seek": 230315, "start": 2285.45, "end": 2303.15, "text": "first .. ال .. ال .. the optimal path فقط اللي هو ال depth search نشتغل على ال depth first search كويس طيب الكلام هذا مبدئي لو بدنا نطبقه على المشكلة الكبرى خليني أقول ال tic tac toy يعني مبلوع و مقبولة", "tokens": [29581, 4386, 2423, 4386, 2423, 4386, 264, 16252, 3100, 6156, 47432, 13672, 1829, 31439, 2423, 7161, 3164, 8717, 8592, 2655, 17082, 1211, 15844, 2423, 7161, 700, 3164, 9122, 45865, 3794, 23032, 1829, 3555, 2423, 28820, 10943, 23758, 3714, 44510, 19986, 1829, 45164, 47525, 8315, 8717, 9566, 3555, 4587, 3224, 15844, 9673, 8592, 28820, 3660, 33251, 26890, 7578, 16490, 1211, 9957, 1829, 5551, 39648, 2423, 256, 299, 25018, 12058, 37495, 22653, 3714, 36150, 45367, 4032, 3714, 4587, 3555, 12610, 3660], "avg_logprob": -0.14882812779396773, "compression_ratio": 1.5647668393782384, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 2285.45, "end": 2285.79, "word": "first", "probability": 0.489501953125}, {"start": 2285.79, "end": 2286.63, "word": " ..", "probability": 0.5693359375}, {"start": 2286.63, "end": 2287.15, "word": " ال", "probability": 0.3671875}, {"start": 2287.15, "end": 2287.21, "word": " ..", "probability": 0.9775390625}, {"start": 2287.21, "end": 2287.45, "word": " ال", "probability": 0.6728515625}, {"start": 2287.45, "end": 2287.47, "word": " ..", "probability": 0.88671875}, {"start": 2287.47, "end": 2287.55, "word": " the", "probability": 0.81640625}, {"start": 2287.55, "end": 2287.95, "word": " optimal", "probability": 0.91650390625}, {"start": 2287.95, "end": 2289.57, "word": " path", "probability": 0.91552734375}, {"start": 2289.57, "end": 2289.99, "word": " فقط", "probability": 0.989501953125}, {"start": 2289.99, "end": 2290.49, "word": " اللي", "probability": 0.883056640625}, {"start": 2290.49, "end": 2290.79, "word": " هو", "probability": 0.99267578125}, {"start": 2290.79, "end": 2291.79, "word": " ال", "probability": 0.927734375}, {"start": 2291.79, "end": 2292.05, "word": " depth", "probability": 0.677734375}, {"start": 2292.05, "end": 2292.73, "word": " search", "probability": 0.935546875}, {"start": 2292.73, "end": 2293.17, "word": " نشتغل", "probability": 0.83828125}, {"start": 2293.17, "end": 2293.31, "word": " على", "probability": 0.93017578125}, {"start": 2293.31, "end": 2293.43, "word": " ال", "probability": 0.9765625}, {"start": 2293.43, "end": 2293.65, "word": " depth", "probability": 0.9130859375}, {"start": 2293.65, "end": 2294.59, "word": " first", "probability": 0.86083984375}, {"start": 2294.59, "end": 2295.13, "word": " search", "probability": 0.98388671875}, {"start": 2295.13, "end": 2295.65, "word": " كويس", "probability": 0.8766276041666666}, {"start": 2295.65, "end": 2296.29, "word": " طيب", "probability": 0.8256022135416666}, {"start": 2296.29, "end": 2296.75, "word": " الكلام", "probability": 0.9226888020833334}, {"start": 2296.75, "end": 2296.97, "word": " هذا", "probability": 0.80908203125}, {"start": 2296.97, "end": 2297.39, "word": " مبدئي", "probability": 0.841796875}, {"start": 2297.39, "end": 2297.55, "word": " لو", "probability": 0.90966796875}, {"start": 2297.55, "end": 2297.77, "word": " بدنا", "probability": 0.972412109375}, {"start": 2297.77, "end": 2298.27, "word": " نطبقه", "probability": 0.9953125}, {"start": 2298.27, "end": 2298.53, "word": " على", "probability": 0.86767578125}, {"start": 2298.53, "end": 2298.97, "word": " المشكلة", "probability": 0.9942626953125}, {"start": 2298.97, "end": 2299.37, "word": " الكبرى", "probability": 0.9244791666666666}, {"start": 2299.37, "end": 2299.87, "word": " خليني", "probability": 0.855224609375}, {"start": 2299.87, "end": 2300.07, "word": " أقول", "probability": 0.833251953125}, {"start": 2300.07, "end": 2300.25, "word": " ال", "probability": 0.841796875}, {"start": 2300.25, "end": 2300.49, "word": " tic", "probability": 0.6632080078125}, {"start": 2300.49, "end": 2300.63, "word": " tac", "probability": 0.76708984375}, {"start": 2300.63, "end": 2300.95, "word": " toy", "probability": 0.91748046875}, {"start": 2300.95, "end": 2302.01, "word": " يعني", "probability": 0.947509765625}, {"start": 2302.01, "end": 2302.47, "word": " مبلوع", "probability": 0.90478515625}, {"start": 2302.47, "end": 2302.59, "word": " و", "probability": 0.890625}, {"start": 2302.59, "end": 2303.15, "word": " مقبولة", "probability": 0.94990234375}], "temperature": 1.0}, {"id": 102, "seek": 231946, "start": 2303.74, "end": 2319.46, "text": "بشكل أو باخر هي مقبولة إذا بدأ أعمل branching كامل لكن بالنسبة لحقيقة الشطرنج الموضوع صعب ليش؟ لأنه ال branching حوالي 35 متوسط .. متوسط إذا بتلعبوا شطرنج عارفين أنه مبدئيا", "tokens": [3555, 8592, 28820, 34051, 4724, 47283, 2288, 39896, 3714, 4587, 3555, 12610, 3660, 11933, 15730, 47525, 10721, 5551, 25957, 1211, 9819, 278, 9122, 10943, 1211, 44381, 20666, 1863, 35457, 3660, 5296, 5016, 38436, 28671, 25124, 9566, 2288, 1863, 7435, 9673, 2407, 11242, 45367, 20328, 3615, 3555, 32239, 8592, 22807, 5296, 33456, 3224, 2423, 9819, 278, 11331, 2407, 6027, 1829, 6976, 44650, 41779, 9566, 4386, 44650, 41779, 9566, 11933, 15730, 39894, 1211, 3615, 3555, 14407, 13412, 9566, 2288, 1863, 7435, 6225, 9640, 5172, 9957, 14739, 3224, 3714, 44510, 19986, 25528], "avg_logprob": -0.1736979213025835, "compression_ratio": 1.553191489361702, "no_speech_prob": 3.4749507904052734e-05, "words": [{"start": 2303.74, "end": 2304.2, "word": "بشكل", "probability": 0.9293619791666666}, {"start": 2304.2, "end": 2304.32, "word": " أو", "probability": 0.4501953125}, {"start": 2304.32, "end": 2304.7, "word": " باخر", "probability": 0.8849283854166666}, {"start": 2304.7, "end": 2304.8, "word": " هي", "probability": 0.7626953125}, {"start": 2304.8, "end": 2305.44, "word": " مقبولة", "probability": 0.9857421875}, {"start": 2305.44, "end": 2306.04, "word": " إذا", "probability": 0.885986328125}, {"start": 2306.04, "end": 2306.26, "word": " بدأ", "probability": 0.608642578125}, {"start": 2306.26, "end": 2306.48, "word": " أعمل", "probability": 0.92822265625}, {"start": 2306.48, "end": 2306.98, "word": " branching", "probability": 0.739013671875}, {"start": 2306.98, "end": 2307.36, "word": " كامل", "probability": 0.9933268229166666}, {"start": 2307.36, "end": 2307.82, "word": " لكن", "probability": 0.59228515625}, {"start": 2307.82, "end": 2308.28, "word": " بالنسبة", "probability": 0.971435546875}, {"start": 2308.28, "end": 2308.64, "word": " لحقيقة", "probability": 0.7611083984375}, {"start": 2308.64, "end": 2309.8, "word": " الشطرنج", "probability": 0.782470703125}, {"start": 2309.8, "end": 2310.6, "word": " الموضوع", "probability": 0.989013671875}, {"start": 2310.6, "end": 2310.96, "word": " صعب", "probability": 0.9977213541666666}, {"start": 2310.96, "end": 2311.52, "word": " ليش؟", "probability": 0.6717936197916666}, {"start": 2311.52, "end": 2311.86, "word": " لأنه", "probability": 0.8092447916666666}, {"start": 2311.86, "end": 2312.74, "word": " ال", "probability": 0.9736328125}, {"start": 2312.74, "end": 2313.34, "word": " branching", "probability": 0.84521484375}, {"start": 2313.34, "end": 2313.66, "word": " حوالي", "probability": 0.885498046875}, {"start": 2313.66, "end": 2314.26, "word": " 35", "probability": 0.79638671875}, {"start": 2314.26, "end": 2315.54, "word": " متوسط", "probability": 0.9532877604166666}, {"start": 2315.54, "end": 2316.02, "word": " ..", "probability": 0.404296875}, {"start": 2316.02, "end": 2316.76, "word": " متوسط", "probability": 0.789306640625}, {"start": 2316.76, "end": 2317.28, "word": " إذا", "probability": 0.7705078125}, {"start": 2317.28, "end": 2317.86, "word": " بتلعبوا", "probability": 0.96689453125}, {"start": 2317.86, "end": 2318.34, "word": " شطرنج", "probability": 0.94716796875}, {"start": 2318.34, "end": 2318.66, "word": " عارفين", "probability": 0.982666015625}, {"start": 2318.66, "end": 2318.86, "word": " أنه", "probability": 0.7425537109375}, {"start": 2318.86, "end": 2319.46, "word": " مبدئيا", "probability": 0.881591796875}], "temperature": 1.0}, {"id": 103, "seek": 234830, "start": 2320.34, "end": 2348.3, "text": "في الشطرنج فى عندكم بس للجنود فى الأول إذا أنا ببدأ فى ال .. فى ال start state مبدأيا فى لهم كل واحد أو مجموحهم 16 possibility بس بدنا نتكلم عن الحصان ورا بده يطلعله حركة اتين حركة اتين هي كمان اربعة هي كمان اربعة هدول صار عندى 16 اربعة هي عشرين successor لأول state طبعا بمجرد ما بتحركوا ال successors بتزيد", "tokens": [41185, 25124, 9566, 2288, 1863, 7435, 6156, 7578, 43242, 24793, 4724, 3794, 24976, 7435, 1863, 23328, 6156, 7578, 16247, 12610, 11933, 15730, 41850, 4724, 44510, 10721, 6156, 7578, 2423, 4386, 6156, 7578, 2423, 722, 1785, 3714, 44510, 10721, 25528, 6156, 7578, 5296, 16095, 28242, 36764, 24401, 34051, 3714, 7435, 2304, 2407, 5016, 16095, 3165, 7959, 4724, 3794, 47525, 8315, 8717, 2655, 4117, 19528, 18871, 21542, 9381, 7649, 4032, 23557, 47525, 3224, 7251, 9566, 1211, 3615, 43761, 11331, 31747, 3660, 1975, 2655, 9957, 11331, 31747, 3660, 1975, 2655, 9957, 39896, 9122, 2304, 7649, 1975, 25513, 27884, 39896, 9122, 2304, 7649, 1975, 25513, 27884, 8032, 3215, 12610, 20328, 9640, 43242, 7578, 3165, 1975, 25513, 27884, 39896, 6225, 46309, 9957, 31864, 5296, 10721, 12610, 1785, 23032, 3555, 3615, 995, 4724, 2304, 7435, 2288, 3215, 19446, 39894, 5016, 31747, 14407, 2423, 2245, 830, 39894, 11622, 25708], "avg_logprob": -0.1599650368407056, "compression_ratio": 1.8666666666666667, "no_speech_prob": 7.748603820800781e-07, "words": [{"start": 2320.34, "end": 2320.54, "word": "في", "probability": 0.77783203125}, {"start": 2320.54, "end": 2321.08, "word": " الشطرنج", "probability": 0.89228515625}, {"start": 2321.08, "end": 2321.56, "word": " فى", "probability": 0.5601806640625}, {"start": 2321.56, "end": 2322.02, "word": " عندكم", "probability": 0.949951171875}, {"start": 2322.02, "end": 2322.58, "word": " بس", "probability": 0.948974609375}, {"start": 2322.58, "end": 2323.22, "word": " للجنود", "probability": 0.9560546875}, {"start": 2323.22, "end": 2323.4, "word": " فى", "probability": 0.766845703125}, {"start": 2323.4, "end": 2323.82, "word": " الأول", "probability": 0.94921875}, {"start": 2323.82, "end": 2324.54, "word": " إذا", "probability": 0.717529296875}, {"start": 2324.54, "end": 2324.78, "word": " أنا", "probability": 0.80859375}, {"start": 2324.78, "end": 2325.22, "word": " ببدأ", "probability": 0.9798177083333334}, {"start": 2325.22, "end": 2325.38, "word": " فى", "probability": 0.75146484375}, {"start": 2325.38, "end": 2325.52, "word": " ال", "probability": 0.95947265625}, {"start": 2325.52, "end": 2325.6, "word": " ..", "probability": 0.54833984375}, {"start": 2325.6, "end": 2325.76, "word": " فى", "probability": 0.829833984375}, {"start": 2325.76, "end": 2325.8, "word": " ال", "probability": 0.92626953125}, {"start": 2325.8, "end": 2326.04, "word": " start", "probability": 0.5078125}, {"start": 2326.04, "end": 2326.54, "word": " state", "probability": 0.92919921875}, {"start": 2326.54, "end": 2327.62, "word": " مبدأيا", "probability": 0.8934326171875}, {"start": 2327.62, "end": 2327.74, "word": " فى", "probability": 0.64794921875}, {"start": 2327.74, "end": 2327.88, "word": " لهم", "probability": 0.670654296875}, {"start": 2327.88, "end": 2328.08, "word": " كل", "probability": 0.97314453125}, {"start": 2328.08, "end": 2328.32, "word": " واحد", "probability": 0.99462890625}, {"start": 2328.32, "end": 2328.86, "word": " أو", "probability": 0.5986328125}, {"start": 2328.86, "end": 2329.4, "word": " مجموحهم", "probability": 0.9246419270833334}, {"start": 2329.4, "end": 2329.86, "word": " 16", "probability": 0.5546875}, {"start": 2329.86, "end": 2331.26, "word": " possibility", "probability": 0.9326171875}, {"start": 2331.26, "end": 2332.22, "word": " بس", "probability": 0.947509765625}, {"start": 2332.22, "end": 2332.76, "word": " بدنا", "probability": 0.6986083984375}, {"start": 2332.76, "end": 2333.02, "word": " نتكلم", "probability": 0.9912109375}, {"start": 2333.02, "end": 2333.2, "word": " عن", "probability": 0.9130859375}, {"start": 2333.2, "end": 2333.56, "word": " الحصان", "probability": 0.9329427083333334}, {"start": 2333.56, "end": 2333.86, "word": " ورا", "probability": 0.989990234375}, {"start": 2333.86, "end": 2335.74, "word": " بده", "probability": 0.592041015625}, {"start": 2335.74, "end": 2336.1, "word": " يطلعله", "probability": 0.85673828125}, {"start": 2336.1, "end": 2336.44, "word": " حركة", "probability": 0.90087890625}, {"start": 2336.44, "end": 2336.8, "word": " اتين", "probability": 0.5973307291666666}, {"start": 2336.8, "end": 2337.24, "word": " حركة", "probability": 0.89794921875}, {"start": 2337.24, "end": 2337.54, "word": " اتين", "probability": 0.9661458333333334}, {"start": 2337.54, "end": 2337.66, "word": " هي", "probability": 0.576171875}, {"start": 2337.66, "end": 2337.92, "word": " كمان", "probability": 0.9539388020833334}, {"start": 2337.92, "end": 2338.36, "word": " اربعة", "probability": 0.7985026041666666}, {"start": 2338.36, "end": 2338.9, "word": " هي", "probability": 0.572265625}, {"start": 2338.9, "end": 2339.12, "word": " كمان", "probability": 0.99072265625}, {"start": 2339.12, "end": 2339.44, "word": " اربعة", "probability": 0.89599609375}, {"start": 2339.44, "end": 2339.98, "word": " هدول", "probability": 0.9200846354166666}, {"start": 2339.98, "end": 2340.18, "word": " صار", "probability": 0.9736328125}, {"start": 2340.18, "end": 2340.42, "word": " عندى", "probability": 0.815185546875}, {"start": 2340.42, "end": 2340.76, "word": " 16", "probability": 0.650390625}, {"start": 2340.76, "end": 2341.02, "word": " اربعة", "probability": 0.8497721354166666}, {"start": 2341.02, "end": 2341.16, "word": " هي", "probability": 0.85400390625}, {"start": 2341.16, "end": 2341.82, "word": " عشرين", "probability": 0.88671875}, {"start": 2341.82, "end": 2343.4, "word": " successor", "probability": 0.81787109375}, {"start": 2343.4, "end": 2344.32, "word": " لأول", "probability": 0.970703125}, {"start": 2344.32, "end": 2344.82, "word": " state", "probability": 0.927734375}, {"start": 2344.82, "end": 2345.3, "word": " طبعا", "probability": 0.9896240234375}, {"start": 2345.3, "end": 2345.78, "word": " بمجرد", "probability": 0.98876953125}, {"start": 2345.78, "end": 2345.86, "word": " ما", "probability": 0.83984375}, {"start": 2345.86, "end": 2346.7, "word": " بتحركوا", "probability": 0.9339599609375}, {"start": 2346.7, "end": 2347.12, "word": " ال", "probability": 0.970703125}, {"start": 2347.12, "end": 2347.58, "word": " successors", "probability": 0.90673828125}, {"start": 2347.58, "end": 2348.3, "word": " بتزيد", "probability": 0.9850260416666666}], "temperature": 1.0}, {"id": 104, "seek": 236311, "start": 2349.25, "end": 2363.11, "text": "لأنه ال .. ال .. الجنود او ال .. البيادق و الفيلة و الحصان و الكل هذا بيصير فيه إمكانية انه يتحرك و يلعب تخيلوا .. اذا انتوا بتبقى بالكم في اللعبة تخيلوا مثلا الوزير", "tokens": [1211, 33456, 3224, 2423, 4386, 2423, 4386, 25724, 1863, 23328, 1975, 2407, 2423, 4386, 2423, 21292, 18513, 4587, 4032, 27188, 26895, 3660, 4032, 21542, 9381, 7649, 4032, 2423, 28820, 23758, 4724, 1829, 9381, 13546, 8978, 3224, 11933, 2304, 41361, 10632, 16472, 3224, 7251, 2655, 5016, 31747, 4032, 7251, 1211, 3615, 3555, 6055, 9778, 26895, 14407, 4386, 1975, 15730, 16472, 2655, 14407, 39894, 3555, 4587, 7578, 20666, 24793, 8978, 13672, 3615, 49401, 6055, 9778, 26895, 14407, 50113, 15040, 2423, 2407, 11622, 13546], "avg_logprob": -0.23913871496915817, "compression_ratio": 1.8823529411764706, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2349.25, "end": 2349.97, "word": "لأنه", "probability": 0.8712565104166666}, {"start": 2349.97, "end": 2350.35, "word": " ال", "probability": 0.23046875}, {"start": 2350.35, "end": 2350.35, "word": " ..", "probability": 0.91259765625}, {"start": 2350.35, "end": 2350.71, "word": " ال", "probability": 0.853515625}, {"start": 2350.71, "end": 2350.71, "word": " ..", "probability": 0.93798828125}, {"start": 2350.71, "end": 2351.25, "word": " الجنود", "probability": 0.95556640625}, {"start": 2351.25, "end": 2351.63, "word": " او", "probability": 0.66259765625}, {"start": 2351.63, "end": 2351.93, "word": " ال", "probability": 0.94677734375}, {"start": 2351.93, "end": 2352.23, "word": " ..", "probability": 0.923828125}, {"start": 2352.23, "end": 2352.99, "word": " البيادق", "probability": 0.91162109375}, {"start": 2352.99, "end": 2353.11, "word": " و", "probability": 0.7216796875}, {"start": 2353.11, "end": 2354.09, "word": " الفيلة", "probability": 0.7733561197916666}, {"start": 2354.09, "end": 2354.21, "word": " و", "probability": 0.9658203125}, {"start": 2354.21, "end": 2355.11, "word": " الحصان", "probability": 0.8439127604166666}, {"start": 2355.11, "end": 2355.25, "word": " و", "probability": 0.9541015625}, {"start": 2355.25, "end": 2355.49, "word": " الكل", "probability": 0.7337646484375}, {"start": 2355.49, "end": 2355.65, "word": " هذا", "probability": 0.430419921875}, {"start": 2355.65, "end": 2356.03, "word": " بيصير", "probability": 0.8399658203125}, {"start": 2356.03, "end": 2356.31, "word": " فيه", "probability": 0.79541015625}, {"start": 2356.31, "end": 2356.65, "word": " إمكانية", "probability": 0.9188232421875}, {"start": 2356.65, "end": 2356.81, "word": " انه", "probability": 0.6201171875}, {"start": 2356.81, "end": 2357.19, "word": " يتحرك", "probability": 0.9925537109375}, {"start": 2357.19, "end": 2357.29, "word": " و", "probability": 0.560546875}, {"start": 2357.29, "end": 2357.69, "word": " يلعب", "probability": 0.9892578125}, {"start": 2357.69, "end": 2358.79, "word": " تخيلوا", "probability": 0.9169921875}, {"start": 2358.79, "end": 2359.07, "word": " ..", "probability": 0.365966796875}, {"start": 2359.07, "end": 2359.23, "word": " اذا", "probability": 0.75390625}, {"start": 2359.23, "end": 2359.39, "word": " انتوا", "probability": 0.79736328125}, {"start": 2359.39, "end": 2359.69, "word": " بتبقى", "probability": 0.61297607421875}, {"start": 2359.69, "end": 2360.07, "word": " بالكم", "probability": 0.38092041015625}, {"start": 2360.07, "end": 2360.21, "word": " في", "probability": 0.89306640625}, {"start": 2360.21, "end": 2360.61, "word": " اللعبة", "probability": 0.9933268229166666}, {"start": 2360.61, "end": 2361.39, "word": " تخيلوا", "probability": 0.8994140625}, {"start": 2361.39, "end": 2361.79, "word": " مثلا", "probability": 0.9853515625}, {"start": 2361.79, "end": 2363.11, "word": " الوزير", "probability": 0.9842529296875}], "temperature": 1.0}, {"id": 105, "seek": 238960, "start": 2365.76, "end": 2389.6, "text": "الكوين، هذا الكوين كيف بقدر يتحرك، هاي possibility أولى، هاي تانية، هاي تالتة، هاي رابعة، هاي خمسة، هاي ستة، هاي سابعة، هاي تمنا، ومش بس هيك، هادي لحالها واحدة، هادي تنتين، هادي تلاتة، هادي أربعة، فانتم تخيلين حجر واحد، قداش عدد ال successors تعونه، فواضح ان ال branching عالي جدا لللعبة هذه، كتير عالي", "tokens": [6027, 4117, 2407, 9957, 12399, 23758, 33251, 2407, 9957, 9122, 33911, 4724, 28543, 2288, 7251, 2655, 5016, 31747, 12399, 8032, 47302, 7959, 5551, 12610, 7578, 12399, 8032, 47302, 6055, 7649, 10632, 12399, 8032, 47302, 6055, 6027, 2655, 3660, 12399, 8032, 47302, 12602, 16758, 27884, 12399, 8032, 47302, 16490, 2304, 3794, 3660, 12399, 8032, 47302, 8608, 2655, 3660, 12399, 8032, 47302, 8608, 16758, 27884, 12399, 8032, 47302, 46811, 8315, 12399, 4032, 2304, 8592, 4724, 3794, 39896, 4117, 12399, 8032, 995, 16254, 5296, 5016, 6027, 11296, 36764, 24401, 3660, 12399, 8032, 995, 16254, 6055, 29399, 9957, 12399, 8032, 995, 16254, 6055, 1211, 9307, 3660, 12399, 8032, 995, 16254, 5551, 25513, 27884, 12399, 6156, 7649, 39237, 6055, 9778, 26895, 9957, 11331, 7435, 2288, 36764, 24401, 12399, 12174, 3215, 33599, 6225, 3215, 3215, 2423, 2245, 830, 37279, 11536, 3224, 12399, 6156, 2407, 46958, 5016, 16472, 2423, 9819, 278, 6225, 6027, 1829, 10874, 28259, 24976, 1211, 3615, 49401, 29538, 12399, 9122, 2655, 13546, 6225, 6027, 1829], "avg_logprob": -0.1625192889276846, "compression_ratio": 1.996168582375479, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2365.7599999999998, "end": 2366.54, "word": "الكوين،", "probability": 0.546337890625}, {"start": 2366.54, "end": 2366.72, "word": " هذا", "probability": 0.814453125}, {"start": 2366.72, "end": 2367.08, "word": " الكوين", "probability": 0.7442220052083334}, {"start": 2367.08, "end": 2367.56, "word": " كيف", "probability": 0.95947265625}, {"start": 2367.56, "end": 2367.84, "word": " بقدر", "probability": 0.7942708333333334}, {"start": 2367.84, "end": 2368.32, "word": " يتحرك،", "probability": 0.885546875}, {"start": 2368.32, "end": 2368.34, "word": " هاي", "probability": 0.726318359375}, {"start": 2368.34, "end": 2368.72, "word": " possibility", "probability": 0.92529296875}, {"start": 2368.72, "end": 2369.18, "word": " أولى،", "probability": 0.93994140625}, {"start": 2369.18, "end": 2369.3, "word": " هاي", "probability": 0.935302734375}, {"start": 2369.3, "end": 2369.9, "word": " تانية،", "probability": 0.921875}, {"start": 2369.9, "end": 2370.02, "word": " هاي", "probability": 0.951416015625}, {"start": 2370.02, "end": 2370.64, "word": " تالتة،", "probability": 0.961328125}, {"start": 2370.64, "end": 2370.76, "word": " هاي", "probability": 0.958984375}, {"start": 2370.76, "end": 2371.3, "word": " رابعة،", "probability": 0.962646484375}, {"start": 2371.3, "end": 2371.4, "word": " هاي", "probability": 0.94580078125}, {"start": 2371.4, "end": 2372.0, "word": " خمسة،", "probability": 0.9462890625}, {"start": 2372.0, "end": 2372.1, "word": " هاي", "probability": 0.93017578125}, {"start": 2372.1, "end": 2372.62, "word": " ستة،", "probability": 0.85223388671875}, {"start": 2372.62, "end": 2372.8, "word": " هاي", "probability": 0.9384765625}, {"start": 2372.8, "end": 2373.32, "word": " سابعة،", "probability": 0.90673828125}, {"start": 2373.32, "end": 2373.48, "word": " هاي", "probability": 0.899169921875}, {"start": 2373.48, "end": 2374.54, "word": " تمنا،", "probability": 0.6344401041666666}, {"start": 2374.54, "end": 2374.9, "word": " ومش", "probability": 0.8704427083333334}, {"start": 2374.9, "end": 2375.14, "word": " بس", "probability": 0.984375}, {"start": 2375.14, "end": 2376.02, "word": " هيك،", "probability": 0.8873697916666666}, {"start": 2376.02, "end": 2376.22, "word": " هادي", "probability": 0.5989990234375}, {"start": 2376.22, "end": 2376.56, "word": " لحالها", "probability": 0.980224609375}, {"start": 2376.56, "end": 2377.26, "word": " واحدة،", "probability": 0.9654541015625}, {"start": 2377.26, "end": 2377.42, "word": " هادي", "probability": 0.9358723958333334}, {"start": 2377.42, "end": 2378.14, "word": " تنتين،", "probability": 0.8709716796875}, {"start": 2378.14, "end": 2378.32, "word": " هادي", "probability": 0.9698893229166666}, {"start": 2378.32, "end": 2378.94, "word": " تلاتة،", "probability": 0.9791015625}, {"start": 2378.94, "end": 2379.14, "word": " هادي", "probability": 0.9845377604166666}, {"start": 2379.14, "end": 2380.36, "word": " أربعة،", "probability": 0.880126953125}, {"start": 2380.36, "end": 2380.6, "word": " فانتم", "probability": 0.7931315104166666}, {"start": 2380.6, "end": 2381.1, "word": " تخيلين", "probability": 0.938232421875}, {"start": 2381.1, "end": 2381.64, "word": " حجر", "probability": 0.9817708333333334}, {"start": 2381.64, "end": 2382.3, "word": " واحد،", "probability": 0.8129069010416666}, {"start": 2382.3, "end": 2382.9, "word": " قداش", "probability": 0.77978515625}, {"start": 2382.9, "end": 2383.24, "word": " عدد", "probability": 0.9899088541666666}, {"start": 2383.24, "end": 2383.34, "word": " ال", "probability": 0.919921875}, {"start": 2383.34, "end": 2383.76, "word": " successors", "probability": 0.876708984375}, {"start": 2383.76, "end": 2385.48, "word": " تعونه،", "probability": 0.68499755859375}, {"start": 2385.48, "end": 2385.8, "word": " فواضح", "probability": 0.978759765625}, {"start": 2385.8, "end": 2385.92, "word": " ان", "probability": 0.348876953125}, {"start": 2385.92, "end": 2386.04, "word": " ال", "probability": 0.943359375}, {"start": 2386.04, "end": 2386.66, "word": " branching", "probability": 0.82470703125}, {"start": 2386.66, "end": 2387.08, "word": " عالي", "probability": 0.97216796875}, {"start": 2387.08, "end": 2387.46, "word": " جدا", "probability": 0.989501953125}, {"start": 2387.46, "end": 2388.38, "word": " لللعبة", "probability": 0.7991943359375}, {"start": 2388.38, "end": 2388.88, "word": " هذه،", "probability": 0.90966796875}, {"start": 2388.88, "end": 2389.2, "word": " كتير", "probability": 0.9635416666666666}, {"start": 2389.2, "end": 2389.6, "word": " عالي", "probability": 0.9801432291666666}], "temperature": 1.0}, {"id": 106, "seek": 242026, "start": 2390.44, "end": 2420.26, "text": "جدا لهيك لعبة فانا لما بتكلم عن خمسة و تلاتين الحقيقة هو متوسط يعني حتى رقم شوية متواضع جدش عدد ال depth بمعنى جدش عدد النقالات الممكن عشان تنتهي اللعبة يعني احنا كمان شوية اتوقع متواضعين في احتياط المية يعني انا خمسين و الخصم خمسين انا بدي ألعب خمسين نقلة و الخصم بدي يلعب خمسين نقلة نسبية متواضعة الأرقام بس احنا هدا اللي بتكلم رغم ان هي متواضعة لكن الحقيقة ال complex بتاعتها كتير عالية", "tokens": [7435, 28259, 46740, 1829, 4117, 5296, 3615, 49401, 6156, 7649, 995, 5296, 15042, 39894, 4117, 19528, 18871, 16490, 2304, 3794, 3660, 4032, 6055, 1211, 9307, 9957, 21542, 38436, 28671, 31439, 44650, 41779, 9566, 37495, 22653, 11331, 49975, 12602, 4587, 2304, 13412, 2407, 10632, 44650, 2407, 46958, 3615, 10874, 3215, 8592, 6225, 3215, 3215, 2423, 7161, 4724, 2304, 3615, 1863, 7578, 10874, 3215, 8592, 6225, 3215, 3215, 28239, 4587, 6027, 9307, 9673, 43020, 6225, 8592, 7649, 6055, 29399, 3224, 1829, 13672, 3615, 49401, 37495, 22653, 1975, 5016, 8315, 9122, 2304, 7649, 13412, 2407, 10632, 1975, 2655, 30543, 3615, 44650, 2407, 46958, 3615, 9957, 8978, 1975, 5016, 31371, 41193, 9673, 10632, 37495, 22653, 1975, 8315, 16490, 2304, 3794, 9957, 4032, 33962, 9381, 2304, 16490, 2304, 3794, 9957, 1975, 8315, 4724, 16254, 5551, 1211, 3615, 3555, 16490, 2304, 3794, 9957, 8717, 4587, 37977, 4032, 33962, 9381, 2304, 4724, 16254, 7251, 1211, 3615, 3555, 16490, 2304, 3794, 9957, 8717, 4587, 37977, 8717, 35457, 10632, 44650, 2407, 46958, 27884, 16247, 2288, 4587, 10943, 4724, 3794, 1975, 5016, 8315, 8032, 28259, 13672, 1829, 39894, 4117, 19528, 12602, 17082, 2304, 16472, 39896, 44650, 2407, 46958, 27884, 44381, 21542, 38436, 28671, 2423, 3997, 39894, 995, 34268, 11296, 9122, 2655, 13546, 6225, 6027, 10632], "avg_logprob": -0.13493629118192543, "compression_ratio": 2.254071661237785, "no_speech_prob": 0.95947265625, "words": [{"start": 2390.44, "end": 2390.98, "word": "جدا", "probability": 0.56280517578125}, {"start": 2390.98, "end": 2391.52, "word": " لهيك", "probability": 0.7194010416666666}, {"start": 2391.52, "end": 2391.66, "word": " لعبة", "probability": 0.7384440104166666}, {"start": 2391.66, "end": 2391.88, "word": " فانا", "probability": 0.8264973958333334}, {"start": 2391.88, "end": 2392.0, "word": " لما", "probability": 0.9453125}, {"start": 2392.0, "end": 2392.26, "word": " بتكلم", "probability": 0.8157552083333334}, {"start": 2392.26, "end": 2392.38, "word": " عن", "probability": 0.9619140625}, {"start": 2392.38, "end": 2392.58, "word": " خمسة", "probability": 0.7672119140625}, {"start": 2392.58, "end": 2392.66, "word": " و", "probability": 0.65380859375}, {"start": 2392.66, "end": 2392.82, "word": " تلاتين", "probability": 0.887451171875}, {"start": 2392.82, "end": 2393.24, "word": " الحقيقة", "probability": 0.9864908854166666}, {"start": 2393.24, "end": 2393.72, "word": " هو", "probability": 0.86767578125}, {"start": 2393.72, "end": 2394.44, "word": " متوسط", "probability": 0.9840494791666666}, {"start": 2394.44, "end": 2394.88, "word": " يعني", "probability": 0.878173828125}, {"start": 2394.88, "end": 2395.16, "word": " حتى", "probability": 0.9189453125}, {"start": 2395.16, "end": 2395.5, "word": " رقم", "probability": 0.9943033854166666}, {"start": 2395.5, "end": 2395.78, "word": " شوية", "probability": 0.8548177083333334}, {"start": 2395.78, "end": 2396.28, "word": " متواضع", "probability": 0.983154296875}, {"start": 2396.28, "end": 2397.94, "word": " جدش", "probability": 0.8206380208333334}, {"start": 2397.94, "end": 2398.56, "word": " عدد", "probability": 0.9837239583333334}, {"start": 2398.56, "end": 2399.12, "word": " ال", "probability": 0.95849609375}, {"start": 2399.12, "end": 2399.46, "word": " depth", "probability": 0.48828125}, {"start": 2399.46, "end": 2399.96, "word": " بمعنى", "probability": 0.938671875}, {"start": 2399.96, "end": 2400.36, "word": " جدش", "probability": 0.9816080729166666}, {"start": 2400.36, "end": 2401.12, "word": " عدد", "probability": 0.9925130208333334}, {"start": 2401.12, "end": 2401.86, "word": " النقالات", "probability": 0.8682861328125}, {"start": 2401.86, "end": 2402.82, "word": " الممكن", "probability": 0.96728515625}, {"start": 2402.82, "end": 2403.32, "word": " عشان", "probability": 0.9793294270833334}, {"start": 2403.32, "end": 2403.62, "word": " تنتهي", "probability": 0.98095703125}, {"start": 2403.62, "end": 2403.98, "word": " اللعبة", "probability": 0.9886067708333334}, {"start": 2403.98, "end": 2404.66, "word": " يعني", "probability": 0.93603515625}, {"start": 2404.66, "end": 2404.84, "word": " احنا", "probability": 0.9521484375}, {"start": 2404.84, "end": 2405.18, "word": " كمان", "probability": 0.9833984375}, {"start": 2405.18, "end": 2405.64, "word": " شوية", "probability": 0.9474283854166666}, {"start": 2405.64, "end": 2406.28, "word": " اتوقع", "probability": 0.8958740234375}, {"start": 2406.28, "end": 2406.86, "word": " متواضعين", "probability": 0.974609375}, {"start": 2406.86, "end": 2407.0, "word": " في", "probability": 0.92919921875}, {"start": 2407.0, "end": 2407.24, "word": " احتياط", "probability": 0.7559814453125}, {"start": 2407.24, "end": 2407.64, "word": " المية", "probability": 0.828857421875}, {"start": 2407.64, "end": 2408.1, "word": " يعني", "probability": 0.95849609375}, {"start": 2408.1, "end": 2408.3, "word": " انا", "probability": 0.88671875}, {"start": 2408.3, "end": 2408.74, "word": " خمسين", "probability": 0.9779052734375}, {"start": 2408.74, "end": 2408.9, "word": " و", "probability": 0.82666015625}, {"start": 2408.9, "end": 2409.66, "word": " الخصم", "probability": 0.6498209635416666}, {"start": 2409.66, "end": 2410.62, "word": " خمسين", "probability": 0.9962158203125}, {"start": 2410.62, "end": 2410.8, "word": " انا", "probability": 0.859375}, {"start": 2410.8, "end": 2410.98, "word": " بدي", "probability": 0.573486328125}, {"start": 2410.98, "end": 2411.18, "word": " ألعب", "probability": 0.8907470703125}, {"start": 2411.18, "end": 2411.52, "word": " خمسين", "probability": 0.9847412109375}, {"start": 2411.52, "end": 2411.76, "word": " نقلة", "probability": 0.9933268229166666}, {"start": 2411.76, "end": 2411.86, "word": " و", "probability": 0.978515625}, {"start": 2411.86, "end": 2412.06, "word": " الخصم", "probability": 0.9357096354166666}, {"start": 2412.06, "end": 2412.26, "word": " بدي", "probability": 0.82177734375}, {"start": 2412.26, "end": 2412.44, "word": " يلعب", "probability": 0.8660888671875}, {"start": 2412.44, "end": 2412.74, "word": " خمسين", "probability": 0.990966796875}, {"start": 2412.74, "end": 2413.02, "word": " نقلة", "probability": 0.98779296875}, {"start": 2413.02, "end": 2413.66, "word": " نسبية", "probability": 0.7760416666666666}, {"start": 2413.66, "end": 2414.18, "word": " متواضعة", "probability": 0.986572265625}, {"start": 2414.18, "end": 2415.32, "word": " الأرقام", "probability": 0.8487548828125}, {"start": 2415.32, "end": 2415.94, "word": " بس", "probability": 0.943115234375}, {"start": 2415.94, "end": 2416.12, "word": " احنا", "probability": 0.95849609375}, {"start": 2416.12, "end": 2416.28, "word": " هدا", "probability": 0.3857421875}, {"start": 2416.28, "end": 2416.36, "word": " اللي", "probability": 0.923095703125}, {"start": 2416.36, "end": 2416.64, "word": " بتكلم", "probability": 0.7610677083333334}, {"start": 2416.64, "end": 2416.84, "word": " رغم", "probability": 0.9287109375}, {"start": 2416.84, "end": 2416.92, "word": " ان", "probability": 0.72265625}, {"start": 2416.92, "end": 2417.0, "word": " هي", "probability": 0.73681640625}, {"start": 2417.0, "end": 2417.7, "word": " متواضعة", "probability": 0.9876708984375}, {"start": 2417.7, "end": 2418.22, "word": " لكن", "probability": 0.95947265625}, {"start": 2418.22, "end": 2418.68, "word": " الحقيقة", "probability": 0.96728515625}, {"start": 2418.68, "end": 2418.8, "word": " ال", "probability": 0.9384765625}, {"start": 2418.8, "end": 2419.08, "word": " complex", "probability": 0.79345703125}, {"start": 2419.08, "end": 2419.6, "word": " بتاعتها", "probability": 0.91357421875}, {"start": 2419.6, "end": 2419.9, "word": " كتير", "probability": 0.92919921875}, {"start": 2419.9, "end": 2420.26, "word": " عالية", "probability": 0.9908854166666666}], "temperature": 1.0}, {"id": 107, "seek": 244581, "start": 2420.53, "end": 2445.81, "text": "كتير عالية هي reasonable games يعني هذا الكلام للعبة مقبولة اللي هي متوسطة ماجولناش معقدة لسه ماجولناش ان الاتنين بلعبوا كويس و طولت اللعبة معهم أكتر عجبني اني اقول مقبولة معقولة كويس ولكن رغم ذلك الحل ال complete .. ان يكونوا في completeness الحقيقة invisible غير معقول في ظل", "tokens": [4117, 2655, 13546, 6225, 6027, 10632, 39896, 10585, 2813, 37495, 22653, 23758, 2423, 28820, 10943, 5296, 1211, 3615, 49401, 3714, 4587, 3555, 12610, 3660, 13672, 1829, 39896, 44650, 41779, 9566, 3660, 3714, 26108, 12610, 1863, 33599, 20449, 28543, 3660, 5296, 3794, 3224, 3714, 26108, 12610, 1863, 33599, 16472, 2423, 9307, 1863, 9957, 4724, 1211, 3615, 3555, 14407, 9122, 45865, 3794, 4032, 23032, 12610, 2655, 13672, 3615, 49401, 20449, 16095, 5551, 4117, 2655, 2288, 6225, 7435, 3555, 22653, 16472, 1829, 1975, 39648, 3714, 4587, 3555, 12610, 3660, 20449, 39648, 3660, 9122, 45865, 3794, 35525, 19452, 12602, 17082, 2304, 29910, 23275, 21542, 1211, 2423, 3566, 4386, 16472, 7251, 30544, 14407, 8978, 1557, 15264, 21542, 38436, 28671, 14603, 32771, 13546, 20449, 39648, 8978, 1357, 116, 1211], "avg_logprob": -0.20778729237856403, "compression_ratio": 1.8174603174603174, "no_speech_prob": 3.159046173095703e-06, "words": [{"start": 2420.53, "end": 2421.35, "word": "كتير", "probability": 0.6917317708333334}, {"start": 2421.35, "end": 2421.77, "word": " عالية", "probability": 0.9656575520833334}, {"start": 2421.77, "end": 2422.57, "word": " هي", "probability": 0.642578125}, {"start": 2422.57, "end": 2423.53, "word": " reasonable", "probability": 0.53662109375}, {"start": 2423.53, "end": 2424.55, "word": " games", "probability": 0.9462890625}, {"start": 2424.55, "end": 2424.87, "word": " يعني", "probability": 0.780029296875}, {"start": 2424.87, "end": 2425.09, "word": " هذا", "probability": 0.8740234375}, {"start": 2425.09, "end": 2425.57, "word": " الكلام", "probability": 0.9547526041666666}, {"start": 2425.57, "end": 2426.85, "word": " للعبة", "probability": 0.93310546875}, {"start": 2426.85, "end": 2427.61, "word": " مقبولة", "probability": 0.96337890625}, {"start": 2427.61, "end": 2428.09, "word": " اللي", "probability": 0.928466796875}, {"start": 2428.09, "end": 2428.23, "word": " هي", "probability": 0.7880859375}, {"start": 2428.23, "end": 2428.97, "word": " متوسطة", "probability": 0.97998046875}, {"start": 2428.97, "end": 2429.75, "word": " ماجولناش", "probability": 0.683544921875}, {"start": 2429.75, "end": 2430.27, "word": " معقدة", "probability": 0.9762369791666666}, {"start": 2430.27, "end": 2430.59, "word": " لسه", "probability": 0.9527994791666666}, {"start": 2430.59, "end": 2431.39, "word": " ماجولناش", "probability": 0.89482421875}, {"start": 2431.39, "end": 2431.51, "word": " ان", "probability": 0.40087890625}, {"start": 2431.51, "end": 2431.85, "word": " الاتنين", "probability": 0.772705078125}, {"start": 2431.85, "end": 2432.21, "word": " بلعبوا", "probability": 0.855908203125}, {"start": 2432.21, "end": 2432.69, "word": " كويس", "probability": 0.9957682291666666}, {"start": 2432.69, "end": 2433.15, "word": " و", "probability": 0.9677734375}, {"start": 2433.15, "end": 2433.59, "word": " طولت", "probability": 0.9264322916666666}, {"start": 2433.59, "end": 2433.85, "word": " اللعبة", "probability": 0.9781901041666666}, {"start": 2433.85, "end": 2434.13, "word": " معهم", "probability": 0.847412109375}, {"start": 2434.13, "end": 2434.57, "word": " أكتر", "probability": 0.89013671875}, {"start": 2434.57, "end": 2435.57, "word": " عجبني", "probability": 0.563812255859375}, {"start": 2435.57, "end": 2435.69, "word": " اني", "probability": 0.447509765625}, {"start": 2435.69, "end": 2435.89, "word": " اقول", "probability": 0.63134765625}, {"start": 2435.89, "end": 2436.65, "word": " مقبولة", "probability": 0.94482421875}, {"start": 2436.65, "end": 2437.45, "word": " معقولة", "probability": 0.92578125}, {"start": 2437.45, "end": 2437.95, "word": " كويس", "probability": 0.811767578125}, {"start": 2437.95, "end": 2438.49, "word": " ولكن", "probability": 0.840576171875}, {"start": 2438.49, "end": 2438.81, "word": " رغم", "probability": 0.9807942708333334}, {"start": 2438.81, "end": 2439.11, "word": " ذلك", "probability": 0.9921875}, {"start": 2439.11, "end": 2439.63, "word": " الحل", "probability": 0.976318359375}, {"start": 2439.63, "end": 2439.99, "word": " ال", "probability": 0.5498046875}, {"start": 2439.99, "end": 2440.37, "word": " complete", "probability": 0.75048828125}, {"start": 2440.37, "end": 2440.61, "word": " ..", "probability": 0.304443359375}, {"start": 2440.61, "end": 2440.87, "word": " ان", "probability": 0.740234375}, {"start": 2440.87, "end": 2441.37, "word": " يكونوا", "probability": 0.6442057291666666}, {"start": 2441.37, "end": 2441.51, "word": " في", "probability": 0.96337890625}, {"start": 2441.51, "end": 2442.27, "word": " completeness", "probability": 0.89892578125}, {"start": 2442.27, "end": 2443.09, "word": " الحقيقة", "probability": 0.9889322916666666}, {"start": 2443.09, "end": 2443.59, "word": " invisible", "probability": 0.7861328125}, {"start": 2443.59, "end": 2444.69, "word": " غير", "probability": 0.97509765625}, {"start": 2444.69, "end": 2445.21, "word": " معقول", "probability": 0.968505859375}, {"start": 2445.21, "end": 2445.41, "word": " في", "probability": 0.8955078125}, {"start": 2445.41, "end": 2445.81, "word": " ظل", "probability": 0.8636067708333334}], "temperature": 1.0}, {"id": 108, "seek": 247581, "start": 2446.69, "end": 2475.81, "text": "الـ Time Complexity هذه تمام فإذا إيش الحل؟ إيش لازم نقدر نعمل؟ Pruning بدنا نشتغل على جزئية الـ Pruning هذه الفكرة ببساطة إذا والله في عندي successor بكل توابع في مجال أقول إن هذا مافيش داعي إله و أعمله Pruning بيكون ريحني من حاجة طيب كمان successor تاني أجي أطلع على إمكانية إنه هل هيعطيني أحسن", "tokens": [6027, 39184, 6161, 41184, 507, 29538, 46811, 10943, 6156, 28814, 15730, 11933, 1829, 8592, 21542, 1211, 22807, 11933, 1829, 8592, 5296, 31377, 2304, 8717, 28543, 2288, 8717, 25957, 1211, 22807, 2114, 37726, 47525, 8315, 8717, 8592, 2655, 17082, 1211, 15844, 10874, 11622, 19986, 10632, 2423, 39184, 2114, 37726, 29538, 27188, 4117, 25720, 4724, 3555, 3794, 41193, 3660, 11933, 15730, 16070, 43761, 8978, 18871, 16254, 31864, 4724, 28820, 33427, 16758, 3615, 8978, 3714, 7435, 6027, 5551, 39648, 36145, 23758, 19446, 41185, 8592, 11778, 45761, 1829, 11933, 43761, 4032, 5551, 25957, 43761, 2114, 37726, 4724, 1829, 30544, 12602, 1829, 5016, 22653, 9154, 11331, 26108, 3660, 23032, 1829, 3555, 9122, 2304, 7649, 31864, 6055, 7649, 1829, 5551, 7435, 1829, 5551, 9566, 1211, 3615, 15844, 11933, 2304, 41361, 10632, 36145, 3224, 8032, 1211, 39896, 3615, 9566, 9957, 1829, 5551, 5016, 3794, 1863], "avg_logprob": -0.1501798498973572, "compression_ratio": 1.6982456140350877, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2446.69, "end": 2447.01, "word": "الـ", "probability": 0.651123046875}, {"start": 2447.01, "end": 2447.13, "word": " Time", "probability": 0.278564453125}, {"start": 2447.13, "end": 2447.71, "word": " Complexity", "probability": 0.954833984375}, {"start": 2447.71, "end": 2448.01, "word": " هذه", "probability": 0.65234375}, {"start": 2448.01, "end": 2448.79, "word": " تمام", "probability": 0.6964111328125}, {"start": 2448.79, "end": 2449.29, "word": " فإذا", "probability": 0.8362630208333334}, {"start": 2449.29, "end": 2449.63, "word": " إيش", "probability": 0.9132486979166666}, {"start": 2449.63, "end": 2450.15, "word": " الحل؟", "probability": 0.8121744791666666}, {"start": 2450.15, "end": 2450.27, "word": " إيش", "probability": 0.9334309895833334}, {"start": 2450.27, "end": 2450.47, "word": " لازم", "probability": 0.9921875}, {"start": 2450.47, "end": 2450.75, "word": " نقدر", "probability": 0.9923502604166666}, {"start": 2450.75, "end": 2452.19, "word": " نعمل؟", "probability": 0.8355712890625}, {"start": 2452.19, "end": 2452.49, "word": " Pruning", "probability": 0.552490234375}, {"start": 2452.49, "end": 2453.15, "word": " بدنا", "probability": 0.681884765625}, {"start": 2453.15, "end": 2453.47, "word": " نشتغل", "probability": 0.99541015625}, {"start": 2453.47, "end": 2453.63, "word": " على", "probability": 0.90087890625}, {"start": 2453.63, "end": 2454.13, "word": " جزئية", "probability": 0.9537353515625}, {"start": 2454.13, "end": 2454.33, "word": " الـ", "probability": 0.837890625}, {"start": 2454.33, "end": 2454.63, "word": " Pruning", "probability": 0.89453125}, {"start": 2454.63, "end": 2454.95, "word": " هذه", "probability": 0.876953125}, {"start": 2454.95, "end": 2456.41, "word": " الفكرة", "probability": 0.9861653645833334}, {"start": 2456.41, "end": 2457.01, "word": " ببساطة", "probability": 0.99326171875}, {"start": 2457.01, "end": 2457.65, "word": " إذا", "probability": 0.953125}, {"start": 2457.65, "end": 2457.95, "word": " والله", "probability": 0.831298828125}, {"start": 2457.95, "end": 2458.11, "word": " في", "probability": 0.85107421875}, {"start": 2458.11, "end": 2458.35, "word": " عندي", "probability": 0.84375}, {"start": 2458.35, "end": 2458.91, "word": " successor", "probability": 0.45263671875}, {"start": 2458.91, "end": 2460.17, "word": " بكل", "probability": 0.96142578125}, {"start": 2460.17, "end": 2460.87, "word": " توابع", "probability": 0.9293619791666666}, {"start": 2460.87, "end": 2461.37, "word": " في", "probability": 0.83251953125}, {"start": 2461.37, "end": 2461.79, "word": " مجال", "probability": 0.9962565104166666}, {"start": 2461.79, "end": 2462.17, "word": " أقول", "probability": 0.955810546875}, {"start": 2462.17, "end": 2462.35, "word": " إن", "probability": 0.84814453125}, {"start": 2462.35, "end": 2462.63, "word": " هذا", "probability": 0.7080078125}, {"start": 2462.63, "end": 2463.13, "word": " مافيش", "probability": 0.9443359375}, {"start": 2463.13, "end": 2463.57, "word": " داعي", "probability": 0.97705078125}, {"start": 2463.57, "end": 2463.93, "word": " إله", "probability": 0.58544921875}, {"start": 2463.93, "end": 2464.73, "word": " و", "probability": 0.494873046875}, {"start": 2464.73, "end": 2465.15, "word": " أعمله", "probability": 0.93408203125}, {"start": 2465.15, "end": 2466.29, "word": " Pruning", "probability": 0.9130859375}, {"start": 2466.29, "end": 2468.21, "word": " بيكون", "probability": 0.83056640625}, {"start": 2468.21, "end": 2469.01, "word": " ريحني", "probability": 0.8907470703125}, {"start": 2469.01, "end": 2469.19, "word": " من", "probability": 0.9970703125}, {"start": 2469.19, "end": 2469.73, "word": " حاجة", "probability": 0.9972330729166666}, {"start": 2469.73, "end": 2470.45, "word": " طيب", "probability": 0.9773763020833334}, {"start": 2470.45, "end": 2470.71, "word": " كمان", "probability": 0.8859049479166666}, {"start": 2470.71, "end": 2471.09, "word": " successor", "probability": 0.82421875}, {"start": 2471.09, "end": 2471.61, "word": " تاني", "probability": 0.99267578125}, {"start": 2471.61, "end": 2471.95, "word": " أجي", "probability": 0.8670247395833334}, {"start": 2471.95, "end": 2472.39, "word": " أطلع", "probability": 0.9013671875}, {"start": 2472.39, "end": 2472.63, "word": " على", "probability": 0.91162109375}, {"start": 2472.63, "end": 2474.15, "word": " إمكانية", "probability": 0.9722900390625}, {"start": 2474.15, "end": 2474.39, "word": " إنه", "probability": 0.75048828125}, {"start": 2474.39, "end": 2474.53, "word": " هل", "probability": 0.6495361328125}, {"start": 2474.53, "end": 2475.33, "word": " هيعطيني", "probability": 0.8763671875}, {"start": 2475.33, "end": 2475.81, "word": " أحسن", "probability": 0.995849609375}], "temperature": 1.0}, {"id": 109, "seek": 249911, "start": 2477.05, "end": 2499.11, "text": "فبصير بده شوية logic إذا والله ال successor هذا ممكن يعطيني أحسن من اللي أنا موجود فيه ولا لأ طبعا كلنا عارفين إنه بالنسبة لل deep search أنا فيه عندي حل مسبقا أنا ببدأ بحل أساسا و بعدين بصير أقارن فيه طيب جبل ما أبدأ أقارن و أخد ال path كامل", "tokens": [5172, 3555, 9381, 13546, 47525, 3224, 13412, 2407, 10632, 9952, 11933, 15730, 16070, 43761, 2423, 31864, 23758, 3714, 43020, 37495, 9566, 1829, 22653, 5551, 5016, 3794, 1863, 9154, 13672, 1829, 41850, 3714, 29245, 23328, 8978, 3224, 49429, 5296, 10721, 23032, 3555, 3615, 995, 28242, 8315, 6225, 9640, 5172, 9957, 36145, 3224, 20666, 1863, 35457, 3660, 24976, 2452, 3164, 41850, 8978, 3224, 18871, 16254, 11331, 1211, 3714, 35457, 4587, 995, 41850, 4724, 44510, 10721, 4724, 5016, 1211, 5551, 3794, 32277, 995, 4032, 39182, 9957, 4724, 9381, 13546, 5551, 4587, 9640, 1863, 8978, 3224, 23032, 1829, 3555, 10874, 36150, 19446, 5551, 44510, 10721, 5551, 4587, 9640, 1863, 4032, 5551, 9778, 3215, 2423, 3100, 9122, 10943, 1211], "avg_logprob": -0.13125000155490377, "compression_ratio": 1.7203389830508475, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2477.05, "end": 2477.51, "word": "فبصير", "probability": 0.93017578125}, {"start": 2477.51, "end": 2477.67, "word": " بده", "probability": 0.647216796875}, {"start": 2477.67, "end": 2478.07, "word": " شوية", "probability": 0.84765625}, {"start": 2478.07, "end": 2478.67, "word": " logic", "probability": 0.74267578125}, {"start": 2478.67, "end": 2479.55, "word": " إذا", "probability": 0.769287109375}, {"start": 2479.55, "end": 2479.85, "word": " والله", "probability": 0.941650390625}, {"start": 2479.85, "end": 2480.17, "word": " ال", "probability": 0.939453125}, {"start": 2480.17, "end": 2480.49, "word": " successor", "probability": 0.80029296875}, {"start": 2480.49, "end": 2480.87, "word": " هذا", "probability": 0.62451171875}, {"start": 2480.87, "end": 2481.93, "word": " ممكن", "probability": 0.98486328125}, {"start": 2481.93, "end": 2482.43, "word": " يعطيني", "probability": 0.8424072265625}, {"start": 2482.43, "end": 2482.79, "word": " أحسن", "probability": 0.991455078125}, {"start": 2482.79, "end": 2482.93, "word": " من", "probability": 0.951171875}, {"start": 2482.93, "end": 2483.05, "word": " اللي", "probability": 0.96875}, {"start": 2483.05, "end": 2483.17, "word": " أنا", "probability": 0.861328125}, {"start": 2483.17, "end": 2484.03, "word": " موجود", "probability": 0.9820963541666666}, {"start": 2484.03, "end": 2484.23, "word": " فيه", "probability": 0.985595703125}, {"start": 2484.23, "end": 2484.33, "word": " ولا", "probability": 0.78076171875}, {"start": 2484.33, "end": 2484.63, "word": " لأ", "probability": 0.98095703125}, {"start": 2484.63, "end": 2485.55, "word": " طبعا", "probability": 0.8726806640625}, {"start": 2485.55, "end": 2486.43, "word": " كلنا", "probability": 0.859130859375}, {"start": 2486.43, "end": 2486.85, "word": " عارفين", "probability": 0.991943359375}, {"start": 2486.85, "end": 2487.13, "word": " إنه", "probability": 0.674072265625}, {"start": 2487.13, "end": 2487.53, "word": " بالنسبة", "probability": 0.9786376953125}, {"start": 2487.53, "end": 2487.69, "word": " لل", "probability": 0.79248046875}, {"start": 2487.69, "end": 2487.91, "word": " deep", "probability": 0.4140625}, {"start": 2487.91, "end": 2488.77, "word": " search", "probability": 0.9384765625}, {"start": 2488.77, "end": 2489.05, "word": " أنا", "probability": 0.81884765625}, {"start": 2489.05, "end": 2489.23, "word": " فيه", "probability": 0.82568359375}, {"start": 2489.23, "end": 2489.45, "word": " عندي", "probability": 0.9130859375}, {"start": 2489.45, "end": 2489.67, "word": " حل", "probability": 0.9755859375}, {"start": 2489.67, "end": 2490.23, "word": " مسبقا", "probability": 0.9300537109375}, {"start": 2490.23, "end": 2490.95, "word": " أنا", "probability": 0.381591796875}, {"start": 2490.95, "end": 2491.57, "word": " ببدأ", "probability": 0.9856770833333334}, {"start": 2491.57, "end": 2491.93, "word": " بحل", "probability": 0.84423828125}, {"start": 2491.93, "end": 2492.49, "word": " أساسا", "probability": 0.988037109375}, {"start": 2492.49, "end": 2492.99, "word": " و", "probability": 0.662109375}, {"start": 2492.99, "end": 2493.31, "word": " بعدين", "probability": 0.916259765625}, {"start": 2493.31, "end": 2493.63, "word": " بصير", "probability": 0.9817708333333334}, {"start": 2493.63, "end": 2494.01, "word": " أقارن", "probability": 0.9530029296875}, {"start": 2494.01, "end": 2494.29, "word": " فيه", "probability": 0.993896484375}, {"start": 2494.29, "end": 2494.63, "word": " طيب", "probability": 0.8484700520833334}, {"start": 2494.63, "end": 2495.05, "word": " جبل", "probability": 0.667724609375}, {"start": 2495.05, "end": 2495.17, "word": " ما", "probability": 0.8720703125}, {"start": 2495.17, "end": 2495.57, "word": " أبدأ", "probability": 0.8758138020833334}, {"start": 2495.57, "end": 2496.23, "word": " أقارن", "probability": 0.9801025390625}, {"start": 2496.23, "end": 2496.45, "word": " و", "probability": 0.84130859375}, {"start": 2496.45, "end": 2496.73, "word": " أخد", "probability": 0.8601888020833334}, {"start": 2496.73, "end": 2496.87, "word": " ال", "probability": 0.96044921875}, {"start": 2496.87, "end": 2497.11, "word": " path", "probability": 0.75146484375}, {"start": 2497.11, "end": 2499.11, "word": " كامل", "probability": 0.9890950520833334}], "temperature": 1.0}, {"id": 110, "seek": 251281, "start": 2499.81, "end": 2512.81, "text": "عند نقطة معينة هل هذا ال path فيه منه رجع زي ما بيقوله؟ في خير أنه أكمل فيه؟ في شواهد هتقول ليه أنه لأ مافيش مجال اتكمل فيه فوقف خلاص مافيش داعي اتكمل", "tokens": [3615, 41260, 8717, 47432, 3660, 20449, 9957, 3660, 8032, 1211, 23758, 2423, 3100, 8978, 3224, 9154, 3224, 12602, 7435, 3615, 30767, 1829, 19446, 4724, 1829, 39648, 3224, 22807, 8978, 16490, 13546, 14739, 3224, 5551, 24793, 1211, 8978, 3224, 22807, 8978, 13412, 14407, 3224, 3215, 8032, 2655, 39648, 32239, 3224, 14739, 3224, 5296, 10721, 19446, 41185, 8592, 3714, 7435, 6027, 1975, 2655, 24793, 1211, 8978, 3224, 6156, 30543, 5172, 16490, 1211, 33546, 19446, 41185, 8592, 11778, 45761, 1829, 1975, 2655, 24793, 1211], "avg_logprob": -0.16720654997156886, "compression_ratio": 1.6708860759493671, "no_speech_prob": 4.947185516357422e-06, "words": [{"start": 2499.81, "end": 2500.07, "word": "عند", "probability": 0.8984375}, {"start": 2500.07, "end": 2500.37, "word": " نقطة", "probability": 0.9895833333333334}, {"start": 2500.37, "end": 2500.93, "word": " معينة", "probability": 0.9772135416666666}, {"start": 2500.93, "end": 2501.39, "word": " هل", "probability": 0.668701171875}, {"start": 2501.39, "end": 2501.67, "word": " هذا", "probability": 0.923828125}, {"start": 2501.67, "end": 2501.85, "word": " ال", "probability": 0.97509765625}, {"start": 2501.85, "end": 2502.23, "word": " path", "probability": 0.94580078125}, {"start": 2502.23, "end": 2502.87, "word": " فيه", "probability": 0.661376953125}, {"start": 2502.87, "end": 2503.13, "word": " منه", "probability": 0.98681640625}, {"start": 2503.13, "end": 2503.41, "word": " رجع", "probability": 0.7908528645833334}, {"start": 2503.41, "end": 2503.65, "word": " زي", "probability": 0.760009765625}, {"start": 2503.65, "end": 2503.71, "word": " ما", "probability": 0.96533203125}, {"start": 2503.71, "end": 2504.45, "word": " بيقوله؟", "probability": 0.795703125}, {"start": 2504.45, "end": 2504.57, "word": " في", "probability": 0.81494140625}, {"start": 2504.57, "end": 2504.97, "word": " خير", "probability": 0.757080078125}, {"start": 2504.97, "end": 2505.19, "word": " أنه", "probability": 0.691162109375}, {"start": 2505.19, "end": 2505.79, "word": " أكمل", "probability": 0.91650390625}, {"start": 2505.79, "end": 2506.89, "word": " فيه؟", "probability": 0.984375}, {"start": 2506.89, "end": 2507.03, "word": " في", "probability": 0.8603515625}, {"start": 2507.03, "end": 2507.47, "word": " شواهد", "probability": 0.9896240234375}, {"start": 2507.47, "end": 2507.89, "word": " هتقول", "probability": 0.826171875}, {"start": 2507.89, "end": 2508.15, "word": " ليه", "probability": 0.927001953125}, {"start": 2508.15, "end": 2508.47, "word": " أنه", "probability": 0.63330078125}, {"start": 2508.47, "end": 2508.61, "word": " لأ", "probability": 0.969970703125}, {"start": 2508.61, "end": 2508.97, "word": " مافيش", "probability": 0.9124348958333334}, {"start": 2508.97, "end": 2509.59, "word": " مجال", "probability": 0.9967447916666666}, {"start": 2509.59, "end": 2510.01, "word": " اتكمل", "probability": 0.8017578125}, {"start": 2510.01, "end": 2510.19, "word": " فيه", "probability": 0.9892578125}, {"start": 2510.19, "end": 2511.09, "word": " فوقف", "probability": 0.63232421875}, {"start": 2511.09, "end": 2511.35, "word": " خلاص", "probability": 0.9601236979166666}, {"start": 2511.35, "end": 2512.09, "word": " مافيش", "probability": 0.9381510416666666}, {"start": 2512.09, "end": 2512.35, "word": " داعي", "probability": 0.9567057291666666}, {"start": 2512.35, "end": 2512.81, "word": " اتكمل", "probability": 0.9051513671875}], "temperature": 1.0}, {"id": 111, "seek": 254105, "start": 2513.45, "end": 2541.05, "text": "بشوف اللي وراه و اللي وراه و اللي وراه هذه الجثة بنسميها brawning بشكل أساسي فهي الفكرة اللي شرحناها بمعنى أنه بتوفر علي الوقت بتوفر علينا كتير حقيقة مش بس بشكل بسيط فناخد المثال تبعته و نعمل عملية ال brawning هذا و نشوف الكلام هذا كيف ممكن يتحقق معانا عملية التوفير عشان نقدر والله نقول بعد هيك اه والله صار عندي حسوب يقدر يلعب شطرنج", "tokens": [3555, 8592, 38688, 13672, 1829, 4032, 23557, 3224, 4032, 13672, 1829, 4032, 23557, 3224, 4032, 13672, 1829, 4032, 23557, 3224, 29538, 25724, 12984, 3660, 44945, 38251, 1829, 11296, 1548, 86, 773, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 6156, 3224, 1829, 27188, 4117, 25720, 13672, 1829, 13412, 2288, 5016, 8315, 11296, 4724, 2304, 3615, 1863, 7578, 14739, 3224, 39894, 38688, 2288, 25894, 2423, 30543, 2655, 39894, 38688, 2288, 25894, 8315, 9122, 2655, 13546, 11331, 38436, 28671, 37893, 4724, 3794, 4724, 8592, 28820, 4724, 3794, 1829, 9566, 6156, 1863, 47283, 3215, 9673, 12984, 6027, 6055, 3555, 34268, 3224, 4032, 8717, 25957, 1211, 6225, 42213, 10632, 2423, 1548, 86, 773, 23758, 4032, 8717, 8592, 38688, 2423, 28820, 10943, 23758, 9122, 33911, 3714, 43020, 7251, 2655, 5016, 4587, 4587, 20449, 7649, 995, 6225, 42213, 10632, 16712, 38688, 13546, 6225, 8592, 7649, 8717, 28543, 2288, 16070, 43761, 8717, 39648, 39182, 39896, 4117, 1975, 3224, 16070, 43761, 20328, 9640, 18871, 16254, 11331, 3794, 37746, 7251, 28543, 2288, 7251, 1211, 3615, 3555, 13412, 9566, 2288, 1863, 7435], "avg_logprob": -0.11891351566584997, "compression_ratio": 2.048780487804878, "no_speech_prob": 7.152557373046875e-07, "words": [{"start": 2513.45, "end": 2513.83, "word": "بشوف", "probability": 0.95458984375}, {"start": 2513.83, "end": 2513.95, "word": " اللي", "probability": 0.943115234375}, {"start": 2513.95, "end": 2514.43, "word": " وراه", "probability": 0.9860026041666666}, {"start": 2514.43, "end": 2514.69, "word": " و", "probability": 0.65576171875}, {"start": 2514.69, "end": 2514.83, "word": " اللي", "probability": 0.916015625}, {"start": 2514.83, "end": 2515.15, "word": " وراه", "probability": 0.990234375}, {"start": 2515.15, "end": 2515.23, "word": " و", "probability": 0.9365234375}, {"start": 2515.23, "end": 2515.33, "word": " اللي", "probability": 0.96875}, {"start": 2515.33, "end": 2515.63, "word": " وراه", "probability": 0.9866536458333334}, {"start": 2515.63, "end": 2515.93, "word": " هذه", "probability": 0.25048828125}, {"start": 2515.93, "end": 2516.39, "word": " الجثة", "probability": 0.8977864583333334}, {"start": 2516.39, "end": 2517.01, "word": " بنسميها", "probability": 0.9130859375}, {"start": 2517.01, "end": 2517.49, "word": " brawning", "probability": 0.5925699869791666}, {"start": 2517.49, "end": 2518.69, "word": " بشكل", "probability": 0.9596354166666666}, {"start": 2518.69, "end": 2519.19, "word": " أساسي", "probability": 0.984130859375}, {"start": 2519.19, "end": 2519.67, "word": " فهي", "probability": 0.94482421875}, {"start": 2519.67, "end": 2520.01, "word": " الفكرة", "probability": 0.990234375}, {"start": 2520.01, "end": 2520.13, "word": " اللي", "probability": 0.96630859375}, {"start": 2520.13, "end": 2520.71, "word": " شرحناها", "probability": 0.9771484375}, {"start": 2520.71, "end": 2521.97, "word": " بمعنى", "probability": 0.9802734375}, {"start": 2521.97, "end": 2522.17, "word": " أنه", "probability": 0.717041015625}, {"start": 2522.17, "end": 2522.77, "word": " بتوفر", "probability": 0.9767252604166666}, {"start": 2522.77, "end": 2523.01, "word": " علي", "probability": 0.77490234375}, {"start": 2523.01, "end": 2523.91, "word": " الوقت", "probability": 0.7774251302083334}, {"start": 2523.91, "end": 2524.49, "word": " بتوفر", "probability": 0.7643229166666666}, {"start": 2524.49, "end": 2524.95, "word": " علينا", "probability": 0.960693359375}, {"start": 2524.95, "end": 2525.81, "word": " كتير", "probability": 0.9147135416666666}, {"start": 2525.81, "end": 2526.35, "word": " حقيقة", "probability": 0.8746744791666666}, {"start": 2526.35, "end": 2526.49, "word": " مش", "probability": 0.9306640625}, {"start": 2526.49, "end": 2526.79, "word": " بس", "probability": 0.97265625}, {"start": 2526.79, "end": 2527.23, "word": " بشكل", "probability": 0.98193359375}, {"start": 2527.23, "end": 2527.89, "word": " بسيط", "probability": 0.9862060546875}, {"start": 2527.89, "end": 2528.51, "word": " فناخد", "probability": 0.9471435546875}, {"start": 2528.51, "end": 2528.83, "word": " المثال", "probability": 0.8800455729166666}, {"start": 2528.83, "end": 2529.23, "word": " تبعته", "probability": 0.7427978515625}, {"start": 2529.23, "end": 2529.33, "word": " و", "probability": 0.95068359375}, {"start": 2529.33, "end": 2529.63, "word": " نعمل", "probability": 0.9298502604166666}, {"start": 2529.63, "end": 2529.91, "word": " عملية", "probability": 0.9864908854166666}, {"start": 2529.91, "end": 2530.07, "word": " ال", "probability": 0.98876953125}, {"start": 2530.07, "end": 2530.37, "word": " brawning", "probability": 0.802734375}, {"start": 2530.37, "end": 2530.55, "word": " هذا", "probability": 0.39990234375}, {"start": 2530.55, "end": 2530.63, "word": " و", "probability": 0.9794921875}, {"start": 2530.63, "end": 2531.41, "word": " نشوف", "probability": 0.9763997395833334}, {"start": 2531.41, "end": 2531.81, "word": " الكلام", "probability": 0.92138671875}, {"start": 2531.81, "end": 2532.01, "word": " هذا", "probability": 0.86767578125}, {"start": 2532.01, "end": 2532.53, "word": " كيف", "probability": 0.97021484375}, {"start": 2532.53, "end": 2532.77, "word": " ممكن", "probability": 0.9677734375}, {"start": 2532.77, "end": 2533.51, "word": " يتحقق", "probability": 0.99638671875}, {"start": 2533.51, "end": 2534.35, "word": " معانا", "probability": 0.9860026041666666}, {"start": 2534.35, "end": 2535.17, "word": " عملية", "probability": 0.9869791666666666}, {"start": 2535.17, "end": 2535.79, "word": " التوفير", "probability": 0.9864908854166666}, {"start": 2535.79, "end": 2537.09, "word": " عشان", "probability": 0.9811197916666666}, {"start": 2537.09, "end": 2537.43, "word": " نقدر", "probability": 0.9934895833333334}, {"start": 2537.43, "end": 2537.65, "word": " والله", "probability": 0.770263671875}, {"start": 2537.65, "end": 2537.91, "word": " نقول", "probability": 0.9658203125}, {"start": 2537.91, "end": 2538.15, "word": " بعد", "probability": 0.970703125}, {"start": 2538.15, "end": 2538.57, "word": " هيك", "probability": 0.915771484375}, {"start": 2538.57, "end": 2539.13, "word": " اه", "probability": 0.6512451171875}, {"start": 2539.13, "end": 2539.29, "word": " والله", "probability": 0.80419921875}, {"start": 2539.29, "end": 2539.51, "word": " صار", "probability": 0.8154296875}, {"start": 2539.51, "end": 2539.71, "word": " عندي", "probability": 0.82861328125}, {"start": 2539.71, "end": 2540.07, "word": " حسوب", "probability": 0.9132486979166666}, {"start": 2540.07, "end": 2540.37, "word": " يقدر", "probability": 0.85400390625}, {"start": 2540.37, "end": 2540.57, "word": " يلعب", "probability": 0.9837646484375}, {"start": 2540.57, "end": 2541.05, "word": " شطرنج", "probability": 0.86103515625}], "temperature": 1.0}, {"id": 112, "seek": 257088, "start": 2544.16, "end": 2570.88, "text": "ببساطة هنبدأ من ال max و الآن بالنسبالي هقول أنه مبدئيا انا لسه في بداية اللعبة مبدئيا في بداية اللعبة عدق فرص خسارتي عالية جدا و انا لسه في البداية مش عارف كيف بده يلعب اللي جبالي و فرص فوزي برضه عالية جدا لعند ما نحط الأرقام الحقيقية و الواقعية اللي بنان عليها بدنا نقول ال path هذه أحسن أو الطريق هذه أحسن أو الطريق هذه أحسن", "tokens": [3555, 3555, 3794, 41193, 3660, 8032, 1863, 44510, 10721, 9154, 2423, 11469, 4032, 6024, 48506, 20666, 1863, 35457, 6027, 1829, 8032, 39648, 14739, 3224, 3714, 44510, 19986, 25528, 1975, 8315, 5296, 3794, 3224, 8978, 4724, 28259, 10632, 13672, 3615, 49401, 3714, 44510, 19986, 25528, 8978, 4724, 28259, 10632, 13672, 3615, 49401, 6225, 3215, 4587, 6156, 2288, 9381, 16490, 3794, 9640, 31371, 6225, 6027, 10632, 10874, 28259, 4032, 1975, 8315, 5296, 3794, 3224, 8978, 29739, 28259, 10632, 37893, 6225, 9640, 5172, 9122, 33911, 47525, 3224, 7251, 1211, 3615, 3555, 13672, 1829, 10874, 3555, 6027, 1829, 4032, 6156, 2288, 9381, 6156, 2407, 11622, 1829, 4724, 43042, 3224, 6225, 6027, 10632, 10874, 28259, 5296, 3615, 41260, 19446, 8717, 5016, 9566, 16247, 2288, 4587, 10943, 21542, 38436, 4587, 10632, 4032, 2423, 14407, 4587, 3615, 10632, 13672, 1829, 44945, 7649, 25894, 11296, 47525, 8315, 8717, 39648, 2423, 3100, 8032, 8848, 3224, 5551, 5016, 3794, 1863, 34051, 41950, 16572, 4587, 8032, 8848, 3224, 5551, 5016, 3794, 1863, 34051, 41950, 16572, 4587, 8032, 8848, 3224, 5551, 5016, 3794, 1863], "avg_logprob": -0.1428829531449114, "compression_ratio": 2.2260536398467434, "no_speech_prob": 8.940696716308594e-07, "words": [{"start": 2544.1600000000003, "end": 2544.8, "word": "ببساطة", "probability": 0.98564453125}, {"start": 2544.8, "end": 2545.44, "word": " هنبدأ", "probability": 0.8907470703125}, {"start": 2545.44, "end": 2545.86, "word": " من", "probability": 0.97216796875}, {"start": 2545.86, "end": 2546.12, "word": " ال", "probability": 0.94970703125}, {"start": 2546.12, "end": 2546.44, "word": " max", "probability": 0.70751953125}, {"start": 2546.44, "end": 2547.9, "word": " و", "probability": 0.415771484375}, {"start": 2547.9, "end": 2548.24, "word": " الآن", "probability": 0.58758544921875}, {"start": 2548.24, "end": 2549.18, "word": " بالنسبالي", "probability": 0.97177734375}, {"start": 2549.18, "end": 2549.56, "word": " هقول", "probability": 0.890625}, {"start": 2549.56, "end": 2549.88, "word": " أنه", "probability": 0.629150390625}, {"start": 2549.88, "end": 2550.52, "word": " مبدئيا", "probability": 0.8316650390625}, {"start": 2550.52, "end": 2550.78, "word": " انا", "probability": 0.751953125}, {"start": 2550.78, "end": 2550.96, "word": " لسه", "probability": 0.9762369791666666}, {"start": 2550.96, "end": 2551.06, "word": " في", "probability": 0.80126953125}, {"start": 2551.06, "end": 2551.26, "word": " بداية", "probability": 0.9615885416666666}, {"start": 2551.26, "end": 2551.66, "word": " اللعبة", "probability": 0.9739583333333334}, {"start": 2551.66, "end": 2553.06, "word": " مبدئيا", "probability": 0.8431396484375}, {"start": 2553.06, "end": 2553.2, "word": " في", "probability": 0.876953125}, {"start": 2553.2, "end": 2553.4, "word": " بداية", "probability": 0.9908854166666666}, {"start": 2553.4, "end": 2553.82, "word": " اللعبة", "probability": 0.9895833333333334}, {"start": 2553.82, "end": 2554.78, "word": " عدق", "probability": 0.5464274088541666}, {"start": 2554.78, "end": 2555.26, "word": " فرص", "probability": 0.994140625}, {"start": 2555.26, "end": 2556.34, "word": " خسارتي", "probability": 0.98828125}, {"start": 2556.34, "end": 2556.94, "word": " عالية", "probability": 0.8465169270833334}, {"start": 2556.94, "end": 2557.32, "word": " جدا", "probability": 0.997802734375}, {"start": 2557.32, "end": 2557.74, "word": " و", "probability": 0.484375}, {"start": 2557.74, "end": 2557.8, "word": " انا", "probability": 0.79443359375}, {"start": 2557.8, "end": 2558.0, "word": " لسه", "probability": 0.9933268229166666}, {"start": 2558.0, "end": 2558.1, "word": " في", "probability": 0.79833984375}, {"start": 2558.1, "end": 2558.52, "word": " البداية", "probability": 0.9767252604166666}, {"start": 2558.52, "end": 2558.9, "word": " مش", "probability": 0.81396484375}, {"start": 2558.9, "end": 2559.16, "word": " عارف", "probability": 0.99560546875}, {"start": 2559.16, "end": 2559.32, "word": " كيف", "probability": 0.971435546875}, {"start": 2559.32, "end": 2559.48, "word": " بده", "probability": 0.80078125}, {"start": 2559.48, "end": 2559.7, "word": " يلعب", "probability": 0.9683837890625}, {"start": 2559.7, "end": 2559.82, "word": " اللي", "probability": 0.892822265625}, {"start": 2559.82, "end": 2560.2, "word": " جبالي", "probability": 0.8184814453125}, {"start": 2560.2, "end": 2560.68, "word": " و", "probability": 0.7958984375}, {"start": 2560.68, "end": 2561.1, "word": " فرص", "probability": 0.9560546875}, {"start": 2561.1, "end": 2561.54, "word": " فوزي", "probability": 0.983642578125}, {"start": 2561.54, "end": 2561.84, "word": " برضه", "probability": 0.9288736979166666}, {"start": 2561.84, "end": 2562.18, "word": " عالية", "probability": 0.9523111979166666}, {"start": 2562.18, "end": 2562.52, "word": " جدا", "probability": 0.99853515625}, {"start": 2562.52, "end": 2563.78, "word": " لعند", "probability": 0.9060872395833334}, {"start": 2563.78, "end": 2563.86, "word": " ما", "probability": 0.927734375}, {"start": 2563.86, "end": 2564.12, "word": " نحط", "probability": 0.8798828125}, {"start": 2564.12, "end": 2565.08, "word": " الأرقام", "probability": 0.8580322265625}, {"start": 2565.08, "end": 2566.2, "word": " الحقيقية", "probability": 0.987060546875}, {"start": 2566.2, "end": 2566.3, "word": " و", "probability": 0.79638671875}, {"start": 2566.3, "end": 2566.74, "word": " الواقعية", "probability": 0.93564453125}, {"start": 2566.74, "end": 2566.86, "word": " اللي", "probability": 0.774658203125}, {"start": 2566.86, "end": 2567.08, "word": " بنان", "probability": 0.726806640625}, {"start": 2567.08, "end": 2567.52, "word": " عليها", "probability": 0.922119140625}, {"start": 2567.52, "end": 2567.98, "word": " بدنا", "probability": 0.7005615234375}, {"start": 2567.98, "end": 2568.14, "word": " نقول", "probability": 0.995361328125}, {"start": 2568.14, "end": 2568.3, "word": " ال", "probability": 0.90966796875}, {"start": 2568.3, "end": 2568.54, "word": " path", "probability": 0.95947265625}, {"start": 2568.54, "end": 2568.76, "word": " هذه", "probability": 0.5260416666666666}, {"start": 2568.76, "end": 2569.06, "word": " أحسن", "probability": 0.9364013671875}, {"start": 2569.06, "end": 2569.2, "word": " أو", "probability": 0.66455078125}, {"start": 2569.2, "end": 2569.5, "word": " الطريق", "probability": 0.884765625}, {"start": 2569.5, "end": 2569.68, "word": " هذه", "probability": 0.80126953125}, {"start": 2569.68, "end": 2569.9, "word": " أحسن", "probability": 0.9862060546875}, {"start": 2569.9, "end": 2570.0, "word": " أو", "probability": 0.84912109375}, {"start": 2570.0, "end": 2570.24, "word": " الطريق", "probability": 0.9241536458333334}, {"start": 2570.24, "end": 2570.36, "word": " هذه", "probability": 0.8499348958333334}, {"start": 2570.36, "end": 2570.88, "word": " أحسن", "probability": 0.99462890625}], "temperature": 1.0}, {"id": 113, "seek": 259098, "start": 2571.58, "end": 2590.98, "text": "تمام، هنبدأ أول successor، أجينا شوفنا هذا ال successor هي state في الآخر، يعني أنا لعبت حجر هنا مع حجر هنا مع حجر هنا و جيت أطلعت على ال state هذه، لسه موصلتش، يعني مابقدرش أعمل evaluation لأ، لما احنا بنتكلم depth، احنا بنشتغل على ال depth، ليش على ال depth؟ طيب", "tokens": [39237, 10943, 12399, 8032, 1863, 44510, 10721, 5551, 12610, 31864, 12399, 5551, 7435, 1829, 8315, 13412, 38688, 8315, 23758, 2423, 31864, 39896, 1785, 8978, 6024, 95, 34740, 12399, 37495, 22653, 41850, 5296, 3615, 3555, 2655, 11331, 7435, 2288, 34105, 20449, 11331, 7435, 2288, 34105, 20449, 11331, 7435, 2288, 34105, 4032, 10874, 36081, 5551, 9566, 1211, 34268, 15844, 2423, 1785, 29538, 12399, 5296, 3794, 3224, 3714, 2407, 36520, 2655, 8592, 12399, 37495, 22653, 3714, 16758, 28543, 2288, 8592, 5551, 25957, 1211, 13344, 5296, 10721, 12399, 5296, 15042, 1975, 5016, 8315, 4724, 29399, 4117, 19528, 7161, 12399, 1975, 5016, 8315, 44945, 8592, 2655, 17082, 1211, 15844, 2423, 7161, 12399, 32239, 8592, 15844, 2423, 7161, 22807, 23032, 1829, 3555], "avg_logprob": -0.18108974562750924, "compression_ratio": 1.8275862068965518, "no_speech_prob": 1.3709068298339844e-06, "words": [{"start": 2571.5800000000004, "end": 2572.1800000000003, "word": "تمام،", "probability": 0.576416015625}, {"start": 2572.1800000000003, "end": 2572.78, "word": " هنبدأ", "probability": 0.9622802734375}, {"start": 2572.78, "end": 2573.68, "word": " أول", "probability": 0.9541015625}, {"start": 2573.68, "end": 2574.58, "word": " successor،", "probability": 0.6416015625}, {"start": 2574.58, "end": 2574.88, "word": " أجينا", "probability": 0.742034912109375}, {"start": 2574.88, "end": 2575.18, "word": " شوفنا", "probability": 0.91259765625}, {"start": 2575.18, "end": 2575.48, "word": " هذا", "probability": 0.91796875}, {"start": 2575.48, "end": 2576.36, "word": " ال", "probability": 0.94677734375}, {"start": 2576.36, "end": 2576.68, "word": " successor", "probability": 0.853515625}, {"start": 2576.68, "end": 2577.18, "word": " هي", "probability": 0.76904296875}, {"start": 2577.18, "end": 2577.48, "word": " state", "probability": 0.78662109375}, {"start": 2577.48, "end": 2577.62, "word": " في", "probability": 0.93505859375}, {"start": 2577.62, "end": 2578.16, "word": " الآخر،", "probability": 0.9219970703125}, {"start": 2578.16, "end": 2578.26, "word": " يعني", "probability": 0.983154296875}, {"start": 2578.26, "end": 2578.4, "word": " أنا", "probability": 0.810546875}, {"start": 2578.4, "end": 2578.82, "word": " لعبت", "probability": 0.865234375}, {"start": 2578.82, "end": 2579.3, "word": " حجر", "probability": 0.9899088541666666}, {"start": 2579.3, "end": 2579.5, "word": " هنا", "probability": 0.99658203125}, {"start": 2579.5, "end": 2579.64, "word": " مع", "probability": 0.982421875}, {"start": 2579.64, "end": 2579.96, "word": " حجر", "probability": 0.9978841145833334}, {"start": 2579.96, "end": 2580.12, "word": " هنا", "probability": 0.9970703125}, {"start": 2580.12, "end": 2580.26, "word": " مع", "probability": 0.9560546875}, {"start": 2580.26, "end": 2580.56, "word": " حجر", "probability": 0.9978841145833334}, {"start": 2580.56, "end": 2580.78, "word": " هنا", "probability": 0.99755859375}, {"start": 2580.78, "end": 2581.24, "word": " و", "probability": 0.6298828125}, {"start": 2581.24, "end": 2581.4, "word": " جيت", "probability": 0.9619140625}, {"start": 2581.4, "end": 2581.74, "word": " أطلعت", "probability": 0.7894287109375}, {"start": 2581.74, "end": 2581.84, "word": " على", "probability": 0.513671875}, {"start": 2581.84, "end": 2581.92, "word": " ال", "probability": 0.99267578125}, {"start": 2581.92, "end": 2582.08, "word": " state", "probability": 0.9228515625}, {"start": 2582.08, "end": 2582.32, "word": " هذه،", "probability": 0.578125}, {"start": 2582.32, "end": 2582.52, "word": " لسه", "probability": 0.9591471354166666}, {"start": 2582.52, "end": 2583.08, "word": " موصلتش،", "probability": 0.8763020833333334}, {"start": 2583.08, "end": 2583.18, "word": " يعني", "probability": 0.991943359375}, {"start": 2583.18, "end": 2583.56, "word": " مابقدرش", "probability": 0.84970703125}, {"start": 2583.56, "end": 2583.72, "word": " أعمل", "probability": 0.9401041666666666}, {"start": 2583.72, "end": 2584.18, "word": " evaluation", "probability": 0.9658203125}, {"start": 2584.18, "end": 2586.06, "word": " لأ،", "probability": 0.5474446614583334}, {"start": 2586.06, "end": 2586.28, "word": " لما", "probability": 0.4462890625}, {"start": 2586.28, "end": 2586.44, "word": " احنا", "probability": 0.8391927083333334}, {"start": 2586.44, "end": 2586.76, "word": " بنتكلم", "probability": 0.8468017578125}, {"start": 2586.76, "end": 2588.14, "word": " depth،", "probability": 0.8701171875}, {"start": 2588.14, "end": 2588.42, "word": " احنا", "probability": 0.9388020833333334}, {"start": 2588.42, "end": 2588.86, "word": " بنشتغل", "probability": 0.9798828125}, {"start": 2588.86, "end": 2589.0, "word": " على", "probability": 0.95166015625}, {"start": 2589.0, "end": 2589.14, "word": " ال", "probability": 0.98388671875}, {"start": 2589.14, "end": 2589.94, "word": " depth،", "probability": 0.919189453125}, {"start": 2589.94, "end": 2590.16, "word": " ليش", "probability": 0.955810546875}, {"start": 2590.16, "end": 2590.3, "word": " على", "probability": 0.74658203125}, {"start": 2590.3, "end": 2590.36, "word": " ال", "probability": 0.95947265625}, {"start": 2590.36, "end": 2590.62, "word": " depth؟", "probability": 0.8701171875}, {"start": 2590.62, "end": 2590.98, "word": " طيب", "probability": 0.9871419270833334}], "temperature": 1.0}, {"id": 114, "seek": 261071, "start": 2593.11, "end": 2610.71, "text": "عشان ال space .. عشان ال space .. يكون في عندي منطقية أنه على الأقل وصلت لحل .. أجل ما فيها يعني .. أنه يكون في عندي على الأقل حل .. كويس .. أما إذا بدي أشتغل على ال breadth .. اللي هو width level by level .. هتكون الأمور كتير صعبة", "tokens": [3615, 8592, 7649, 2423, 1901, 4386, 6225, 8592, 7649, 2423, 1901, 4386, 7251, 30544, 8978, 18871, 16254, 9154, 9566, 4587, 10632, 14739, 3224, 15844, 16247, 4587, 1211, 4032, 36520, 2655, 5296, 5016, 1211, 4386, 5551, 7435, 1211, 19446, 8978, 11296, 37495, 22653, 4386, 14739, 3224, 7251, 30544, 8978, 18871, 16254, 15844, 16247, 4587, 1211, 11331, 1211, 4386, 9122, 45865, 3794, 4386, 5551, 15042, 11933, 15730, 4724, 16254, 5551, 8592, 2655, 17082, 1211, 15844, 2423, 35862, 4386, 13672, 1829, 31439, 11402, 1496, 538, 1496, 4386, 8032, 2655, 30544, 16247, 2304, 13063, 9122, 2655, 13546, 20328, 3615, 49401], "avg_logprob": -0.12830219072164947, "compression_ratio": 1.805, "no_speech_prob": 8.344650268554688e-07, "words": [{"start": 2593.11, "end": 2593.45, "word": "عشان", "probability": 0.9646809895833334}, {"start": 2593.45, "end": 2593.59, "word": " ال", "probability": 0.98291015625}, {"start": 2593.59, "end": 2593.93, "word": " space", "probability": 0.88720703125}, {"start": 2593.93, "end": 2594.31, "word": " ..", "probability": 0.64990234375}, {"start": 2594.31, "end": 2594.55, "word": " عشان", "probability": 0.8067220052083334}, {"start": 2594.55, "end": 2594.65, "word": " ال", "probability": 0.99755859375}, {"start": 2594.65, "end": 2594.91, "word": " space", "probability": 0.97802734375}, {"start": 2594.91, "end": 2594.95, "word": " ..", "probability": 0.313720703125}, {"start": 2594.95, "end": 2595.13, "word": " يكون", "probability": 0.975830078125}, {"start": 2595.13, "end": 2595.27, "word": " في", "probability": 0.962890625}, {"start": 2595.27, "end": 2595.41, "word": " عندي", "probability": 0.947021484375}, {"start": 2595.41, "end": 2595.93, "word": " منطقية", "probability": 0.969482421875}, {"start": 2595.93, "end": 2596.15, "word": " أنه", "probability": 0.77392578125}, {"start": 2596.15, "end": 2596.25, "word": " على", "probability": 0.91748046875}, {"start": 2596.25, "end": 2596.59, "word": " الأقل", "probability": 0.9609375}, {"start": 2596.59, "end": 2597.27, "word": " وصلت", "probability": 0.9783528645833334}, {"start": 2597.27, "end": 2597.65, "word": " لحل", "probability": 0.9847005208333334}, {"start": 2597.65, "end": 2597.81, "word": " ..", "probability": 0.56591796875}, {"start": 2597.81, "end": 2597.99, "word": " أجل", "probability": 0.8522135416666666}, {"start": 2597.99, "end": 2598.11, "word": " ما", "probability": 0.9775390625}, {"start": 2598.11, "end": 2598.39, "word": " فيها", "probability": 0.953857421875}, {"start": 2598.39, "end": 2598.81, "word": " يعني", "probability": 0.83251953125}, {"start": 2598.81, "end": 2599.29, "word": " ..", "probability": 0.80419921875}, {"start": 2599.29, "end": 2599.47, "word": " أنه", "probability": 0.677490234375}, {"start": 2599.47, "end": 2599.63, "word": " يكون", "probability": 0.9794921875}, {"start": 2599.63, "end": 2599.75, "word": " في", "probability": 0.96728515625}, {"start": 2599.75, "end": 2599.93, "word": " عندي", "probability": 0.97412109375}, {"start": 2599.93, "end": 2600.09, "word": " على", "probability": 0.95458984375}, {"start": 2600.09, "end": 2600.39, "word": " الأقل", "probability": 0.9969075520833334}, {"start": 2600.39, "end": 2600.75, "word": " حل", "probability": 0.988525390625}, {"start": 2600.75, "end": 2601.33, "word": " ..", "probability": 0.7587890625}, {"start": 2601.33, "end": 2601.71, "word": " كويس", "probability": 0.9835611979166666}, {"start": 2601.71, "end": 2601.89, "word": " ..", "probability": 0.498291015625}, {"start": 2601.89, "end": 2602.07, "word": " أما", "probability": 0.953369140625}, {"start": 2602.07, "end": 2602.21, "word": " إذا", "probability": 0.881591796875}, {"start": 2602.21, "end": 2602.43, "word": " بدي", "probability": 0.799560546875}, {"start": 2602.43, "end": 2602.83, "word": " أشتغل", "probability": 0.980078125}, {"start": 2602.83, "end": 2603.05, "word": " على", "probability": 0.92431640625}, {"start": 2603.05, "end": 2603.81, "word": " ال", "probability": 0.99365234375}, {"start": 2603.81, "end": 2604.77, "word": " breadth", "probability": 0.888671875}, {"start": 2604.77, "end": 2606.27, "word": " ..", "probability": 0.423583984375}, {"start": 2606.27, "end": 2607.35, "word": " اللي", "probability": 0.838623046875}, {"start": 2607.35, "end": 2607.65, "word": " هو", "probability": 0.54833984375}, {"start": 2607.65, "end": 2607.95, "word": " width", "probability": 0.417724609375}, {"start": 2607.95, "end": 2608.49, "word": " level", "probability": 0.8447265625}, {"start": 2608.49, "end": 2608.69, "word": " by", "probability": 0.974609375}, {"start": 2608.69, "end": 2609.05, "word": " level", "probability": 0.97509765625}, {"start": 2609.05, "end": 2609.29, "word": " ..", "probability": 0.86572265625}, {"start": 2609.29, "end": 2609.63, "word": " هتكون", "probability": 0.9552408854166666}, {"start": 2609.63, "end": 2609.89, "word": " الأمور", "probability": 0.99267578125}, {"start": 2609.89, "end": 2610.27, "word": " كتير", "probability": 0.9718424479166666}, {"start": 2610.27, "end": 2610.71, "word": " صعبة", "probability": 0.9964192708333334}], "temperature": 1.0}, {"id": 115, "seek": 263474, "start": 2611.46, "end": 2634.74, "text": "لأنه مضطر أتعامل مع كل ال nodes مخزنة صار غير ال time complexity و الوقت اللي هستهلكه صار بال space كمان أستهلكها و هذا صعب .. هذا كتير هتكون صعبة فلأ خلينا نبدأ ال state هذي .. من ال state هذي إيش هو ممكن يلعب؟ ممكن يلعب اللعبة هذي مثلا اللعبة هذي بتعطيني تلت فرص فوز", "tokens": [1211, 33456, 3224, 3714, 11242, 9566, 2288, 5551, 2655, 3615, 10943, 1211, 20449, 28242, 2423, 13891, 3714, 9778, 11622, 1863, 3660, 20328, 9640, 32771, 13546, 2423, 565, 14024, 4032, 2423, 30543, 2655, 13672, 1829, 8032, 14851, 3224, 23275, 3224, 20328, 9640, 20666, 1901, 9122, 2304, 7649, 5551, 14851, 3224, 23275, 11296, 4032, 23758, 20328, 3615, 3555, 4386, 23758, 9122, 2655, 13546, 8032, 2655, 30544, 20328, 3615, 49401, 6156, 1211, 10721, 16490, 1211, 9957, 995, 8717, 44510, 10721, 2423, 1785, 8032, 8848, 1829, 4386, 9154, 2423, 1785, 8032, 8848, 1829, 11933, 1829, 8592, 31439, 3714, 43020, 7251, 1211, 3615, 3555, 22807, 3714, 43020, 7251, 1211, 3615, 3555, 13672, 3615, 49401, 8032, 8848, 1829, 50113, 15040, 13672, 3615, 49401, 8032, 8848, 1829, 39894, 3615, 9566, 9957, 1829, 6055, 1211, 2655, 6156, 2288, 9381, 6156, 2407, 11622], "avg_logprob": -0.1245370403484062, "compression_ratio": 1.7862903225806452, "no_speech_prob": 0.0, "words": [{"start": 2611.46, "end": 2611.88, "word": "لأنه", "probability": 0.9143880208333334}, {"start": 2611.88, "end": 2612.3, "word": " مضطر", "probability": 0.9735107421875}, {"start": 2612.3, "end": 2612.84, "word": " أتعامل", "probability": 0.872265625}, {"start": 2612.84, "end": 2613.02, "word": " مع", "probability": 0.9892578125}, {"start": 2613.02, "end": 2613.8, "word": " كل", "probability": 0.98681640625}, {"start": 2613.8, "end": 2614.56, "word": " ال", "probability": 0.96875}, {"start": 2614.56, "end": 2615.0, "word": " nodes", "probability": 0.916015625}, {"start": 2615.0, "end": 2616.14, "word": " مخزنة", "probability": 0.93359375}, {"start": 2616.14, "end": 2616.84, "word": " صار", "probability": 0.77685546875}, {"start": 2616.84, "end": 2617.38, "word": " غير", "probability": 0.774658203125}, {"start": 2617.38, "end": 2617.52, "word": " ال", "probability": 0.990234375}, {"start": 2617.52, "end": 2617.92, "word": " time", "probability": 0.77734375}, {"start": 2617.92, "end": 2618.6, "word": " complexity", "probability": 0.935546875}, {"start": 2618.6, "end": 2618.98, "word": " و", "probability": 0.5791015625}, {"start": 2618.98, "end": 2619.3, "word": " الوقت", "probability": 0.9733072916666666}, {"start": 2619.3, "end": 2619.4, "word": " اللي", "probability": 0.925048828125}, {"start": 2619.4, "end": 2620.02, "word": " هستهلكه", "probability": 0.90458984375}, {"start": 2620.02, "end": 2620.44, "word": " صار", "probability": 0.960205078125}, {"start": 2620.44, "end": 2620.6, "word": " بال", "probability": 0.56884765625}, {"start": 2620.6, "end": 2621.06, "word": " space", "probability": 0.86962890625}, {"start": 2621.06, "end": 2621.34, "word": " كمان", "probability": 0.9881184895833334}, {"start": 2621.34, "end": 2621.98, "word": " أستهلكها", "probability": 0.88623046875}, {"start": 2621.98, "end": 2622.38, "word": " و", "probability": 0.466552734375}, {"start": 2622.38, "end": 2622.52, "word": " هذا", "probability": 0.80908203125}, {"start": 2622.52, "end": 2622.94, "word": " صعب", "probability": 0.9972330729166666}, {"start": 2622.94, "end": 2623.1, "word": " ..", "probability": 0.56005859375}, {"start": 2623.1, "end": 2623.3, "word": " هذا", "probability": 0.8330078125}, {"start": 2623.3, "end": 2623.54, "word": " كتير", "probability": 0.9534505208333334}, {"start": 2623.54, "end": 2623.8, "word": " هتكون", "probability": 0.9186197916666666}, {"start": 2623.8, "end": 2624.12, "word": " صعبة", "probability": 0.9921875}, {"start": 2624.12, "end": 2624.68, "word": " فلأ", "probability": 0.9423828125}, {"start": 2624.68, "end": 2625.22, "word": " خلينا", "probability": 0.67889404296875}, {"start": 2625.22, "end": 2626.0, "word": " نبدأ", "probability": 0.9830729166666666}, {"start": 2626.0, "end": 2626.22, "word": " ال", "probability": 0.93896484375}, {"start": 2626.22, "end": 2626.48, "word": " state", "probability": 0.91796875}, {"start": 2626.48, "end": 2627.44, "word": " هذي", "probability": 0.5615234375}, {"start": 2627.44, "end": 2627.84, "word": " ..", "probability": 0.41943359375}, {"start": 2627.84, "end": 2627.96, "word": " من", "probability": 0.97412109375}, {"start": 2627.96, "end": 2628.08, "word": " ال", "probability": 0.99609375}, {"start": 2628.08, "end": 2628.32, "word": " state", "probability": 0.97021484375}, {"start": 2628.32, "end": 2628.66, "word": " هذي", "probability": 0.9134114583333334}, {"start": 2628.66, "end": 2628.86, "word": " إيش", "probability": 0.8470052083333334}, {"start": 2628.86, "end": 2629.06, "word": " هو", "probability": 0.9853515625}, {"start": 2629.06, "end": 2629.36, "word": " ممكن", "probability": 0.98681640625}, {"start": 2629.36, "end": 2630.66, "word": " يلعب؟", "probability": 0.96015625}, {"start": 2630.66, "end": 2630.92, "word": " ممكن", "probability": 0.968017578125}, {"start": 2630.92, "end": 2631.22, "word": " يلعب", "probability": 0.9954833984375}, {"start": 2631.22, "end": 2631.52, "word": " اللعبة", "probability": 0.95849609375}, {"start": 2631.52, "end": 2631.88, "word": " هذي", "probability": 0.8346354166666666}, {"start": 2631.88, "end": 2632.34, "word": " مثلا", "probability": 0.854248046875}, {"start": 2632.34, "end": 2633.24, "word": " اللعبة", "probability": 0.9599609375}, {"start": 2633.24, "end": 2633.46, "word": " هذي", "probability": 0.93212890625}, {"start": 2633.46, "end": 2633.92, "word": " بتعطيني", "probability": 0.927734375}, {"start": 2633.92, "end": 2634.12, "word": " تلت", "probability": 0.82373046875}, {"start": 2634.12, "end": 2634.4, "word": " فرص", "probability": 0.994140625}, {"start": 2634.4, "end": 2634.74, "word": " فوز", "probability": 0.9864908854166666}], "temperature": 1.0}, {"id": 116, "seek": 266299, "start": 2635.67, "end": 2662.99, "text": "بعملها evaluation تلت فرص فوز okay معناته الآن التلت فرص فوز هذه بالنسبالي الطريق هذا بيعطيني تلت فرص فوز خلاص مش هيعطيني أكتر من هيك طيب لكن في المقابل الخصم اللي ورايه أخر بيقولك أنت على أي أساس افترضت أن أنا هعطيك تلت فرص فوز لسه أنا اللعب عندى لأنه لسه في branching أخرى", "tokens": [3555, 25957, 1211, 11296, 13344, 6055, 1211, 2655, 6156, 2288, 9381, 6156, 2407, 11622, 1392, 20449, 8315, 47395, 6024, 48506, 16712, 1211, 2655, 6156, 2288, 9381, 6156, 2407, 11622, 29538, 20666, 1863, 35457, 6027, 1829, 41950, 16572, 4587, 23758, 4724, 40228, 9566, 9957, 1829, 6055, 1211, 2655, 6156, 2288, 9381, 6156, 2407, 11622, 16490, 1211, 33546, 37893, 39896, 3615, 9566, 9957, 1829, 5551, 4117, 2655, 2288, 9154, 39896, 4117, 23032, 1829, 3555, 44381, 8978, 9673, 4587, 16758, 1211, 33962, 9381, 2304, 13672, 1829, 4032, 23557, 1829, 3224, 5551, 34740, 4724, 1829, 39648, 4117, 14739, 2655, 15844, 36632, 5551, 3794, 32277, 1975, 5172, 2655, 43042, 2655, 14739, 41850, 8032, 3615, 9566, 1829, 4117, 6055, 1211, 2655, 6156, 2288, 9381, 6156, 2407, 11622, 5296, 3794, 3224, 41850, 13672, 3615, 3555, 43242, 7578, 5296, 33456, 3224, 5296, 3794, 3224, 8978, 9819, 278, 5551, 34740, 7578], "avg_logprob": -0.1371284931689709, "compression_ratio": 1.888, "no_speech_prob": 5.960464477539062e-07, "words": [{"start": 2635.67, "end": 2636.11, "word": "بعملها", "probability": 0.778076171875}, {"start": 2636.11, "end": 2636.51, "word": " evaluation", "probability": 0.96923828125}, {"start": 2636.51, "end": 2636.81, "word": " تلت", "probability": 0.6590169270833334}, {"start": 2636.81, "end": 2637.05, "word": " فرص", "probability": 0.99267578125}, {"start": 2637.05, "end": 2637.23, "word": " فوز", "probability": 0.98583984375}, {"start": 2637.23, "end": 2637.47, "word": " okay", "probability": 0.347900390625}, {"start": 2637.47, "end": 2638.13, "word": " معناته", "probability": 0.8240559895833334}, {"start": 2638.13, "end": 2638.57, "word": " الآن", "probability": 0.731201171875}, {"start": 2638.57, "end": 2639.17, "word": " التلت", "probability": 0.9010416666666666}, {"start": 2639.17, "end": 2639.41, "word": " فرص", "probability": 0.9970703125}, {"start": 2639.41, "end": 2639.83, "word": " فوز", "probability": 0.9895833333333334}, {"start": 2639.83, "end": 2640.23, "word": " هذه", "probability": 0.654296875}, {"start": 2640.23, "end": 2641.89, "word": " بالنسبالي", "probability": 0.98369140625}, {"start": 2641.89, "end": 2643.33, "word": " الطريق", "probability": 0.9580078125}, {"start": 2643.33, "end": 2643.55, "word": " هذا", "probability": 0.79345703125}, {"start": 2643.55, "end": 2643.95, "word": " بيعطيني", "probability": 0.80439453125}, {"start": 2643.95, "end": 2644.21, "word": " تلت", "probability": 0.9928385416666666}, {"start": 2644.21, "end": 2644.51, "word": " فرص", "probability": 0.9982096354166666}, {"start": 2644.51, "end": 2644.91, "word": " فوز", "probability": 0.9973958333333334}, {"start": 2644.91, "end": 2646.71, "word": " خلاص", "probability": 0.9513346354166666}, {"start": 2646.71, "end": 2646.87, "word": " مش", "probability": 0.9677734375}, {"start": 2646.87, "end": 2647.23, "word": " هيعطيني", "probability": 0.8935546875}, {"start": 2647.23, "end": 2647.51, "word": " أكتر", "probability": 0.9150390625}, {"start": 2647.51, "end": 2647.65, "word": " من", "probability": 0.9951171875}, {"start": 2647.65, "end": 2648.07, "word": " هيك", "probability": 0.927978515625}, {"start": 2648.07, "end": 2649.27, "word": " طيب", "probability": 0.9016927083333334}, {"start": 2649.27, "end": 2650.15, "word": " لكن", "probability": 0.7822265625}, {"start": 2650.15, "end": 2650.31, "word": " في", "probability": 0.95263671875}, {"start": 2650.31, "end": 2651.01, "word": " المقابل", "probability": 0.99560546875}, {"start": 2651.01, "end": 2652.67, "word": " الخصم", "probability": 0.8465169270833334}, {"start": 2652.67, "end": 2652.97, "word": " اللي", "probability": 0.672607421875}, {"start": 2652.97, "end": 2653.25, "word": " ورايه", "probability": 0.852783203125}, {"start": 2653.25, "end": 2653.61, "word": " أخر", "probability": 0.791748046875}, {"start": 2653.61, "end": 2655.03, "word": " بيقولك", "probability": 0.8602294921875}, {"start": 2655.03, "end": 2655.23, "word": " أنت", "probability": 0.744384765625}, {"start": 2655.23, "end": 2655.37, "word": " على", "probability": 0.705078125}, {"start": 2655.37, "end": 2655.47, "word": " أي", "probability": 0.8955078125}, {"start": 2655.47, "end": 2655.77, "word": " أساس", "probability": 0.9811197916666666}, {"start": 2655.77, "end": 2656.27, "word": " افترضت", "probability": 0.97958984375}, {"start": 2656.27, "end": 2656.37, "word": " أن", "probability": 0.7919921875}, {"start": 2656.37, "end": 2656.45, "word": " أنا", "probability": 0.387939453125}, {"start": 2656.45, "end": 2656.79, "word": " هعطيك", "probability": 0.8951171875}, {"start": 2656.79, "end": 2656.99, "word": " تلت", "probability": 0.9939778645833334}, {"start": 2656.99, "end": 2657.25, "word": " فرص", "probability": 0.9969075520833334}, {"start": 2657.25, "end": 2657.57, "word": " فوز", "probability": 0.9969075520833334}, {"start": 2657.57, "end": 2659.47, "word": " لسه", "probability": 0.8626302083333334}, {"start": 2659.47, "end": 2659.91, "word": " أنا", "probability": 0.740234375}, {"start": 2659.91, "end": 2660.83, "word": " اللعب", "probability": 0.9827473958333334}, {"start": 2660.83, "end": 2661.17, "word": " عندى", "probability": 0.5570068359375}, {"start": 2661.17, "end": 2661.45, "word": " لأنه", "probability": 0.8951822916666666}, {"start": 2661.45, "end": 2661.67, "word": " لسه", "probability": 0.9876302083333334}, {"start": 2661.67, "end": 2661.87, "word": " في", "probability": 0.93359375}, {"start": 2661.87, "end": 2662.49, "word": " branching", "probability": 0.77099609375}, {"start": 2662.49, "end": 2662.99, "word": " أخرى", "probability": 0.8893229166666666}], "temperature": 1.0}, {"id": 117, "seek": 269311, "start": 2663.95, "end": 2693.11, "text": "قد ماعطيكاش التلات فرص فوزه عشان هيك لسه ماثبتش جديش احتمالية او possibility لخسارتي لحظة فإذا الطريقة ده هيعطيني possibility تلاتة للفوز لكن خسارة مش في إيدي الخسارة عند الخصم لإن الدور هذا اللعبة هذه ال turn هذا إله مش إلي لسه فش best هنا", "tokens": [28543, 19446, 3615, 9566, 1829, 4117, 33599, 16712, 1211, 9307, 6156, 2288, 9381, 6156, 2407, 11622, 3224, 6225, 8592, 7649, 39896, 4117, 5296, 3794, 3224, 19446, 12984, 3555, 2655, 8592, 10874, 16254, 8592, 1975, 33753, 2304, 6027, 10632, 1975, 2407, 7959, 5296, 9778, 3794, 9640, 31371, 5296, 5016, 19913, 3660, 6156, 28814, 15730, 41950, 16572, 28671, 11778, 3224, 39896, 3615, 9566, 9957, 1829, 7959, 6055, 1211, 9307, 3660, 24976, 5172, 2407, 11622, 44381, 16490, 3794, 9640, 3660, 37893, 8978, 11933, 1829, 16254, 33962, 3794, 9640, 3660, 43242, 33962, 9381, 2304, 5296, 28814, 1863, 32748, 13063, 23758, 13672, 3615, 49401, 29538, 2423, 1261, 23758, 11933, 43761, 37893, 11933, 20292, 5296, 3794, 3224, 6156, 8592, 1151, 34105], "avg_logprob": -0.16029094699127922, "compression_ratio": 1.735042735042735, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 2663.95, "end": 2664.43, "word": "قد", "probability": 0.951171875}, {"start": 2664.43, "end": 2665.57, "word": " ماعطيكاش", "probability": 0.8773600260416666}, {"start": 2665.57, "end": 2665.89, "word": " التلات", "probability": 0.8016764322916666}, {"start": 2665.89, "end": 2666.17, "word": " فرص", "probability": 0.9837239583333334}, {"start": 2666.17, "end": 2666.81, "word": " فوزه", "probability": 0.954345703125}, {"start": 2666.81, "end": 2667.27, "word": " عشان", "probability": 0.86865234375}, {"start": 2667.27, "end": 2667.43, "word": " هيك", "probability": 0.977783203125}, {"start": 2667.43, "end": 2667.59, "word": " لسه", "probability": 0.9392903645833334}, {"start": 2667.59, "end": 2668.49, "word": " ماثبتش", "probability": 0.85537109375}, {"start": 2668.49, "end": 2669.31, "word": " جديش", "probability": 0.8094889322916666}, {"start": 2669.31, "end": 2669.91, "word": " احتمالية", "probability": 0.97685546875}, {"start": 2669.91, "end": 2670.09, "word": " او", "probability": 0.81396484375}, {"start": 2670.09, "end": 2670.51, "word": " possibility", "probability": 0.8857421875}, {"start": 2670.51, "end": 2671.23, "word": " لخسارتي", "probability": 0.938671875}, {"start": 2671.23, "end": 2673.13, "word": " لحظة", "probability": 0.845703125}, {"start": 2673.13, "end": 2673.71, "word": " فإذا", "probability": 0.729736328125}, {"start": 2673.71, "end": 2675.25, "word": " الطريقة", "probability": 0.7613932291666666}, {"start": 2675.25, "end": 2675.41, "word": " ده", "probability": 0.94189453125}, {"start": 2675.41, "end": 2676.03, "word": " هيعطيني", "probability": 0.9060546875}, {"start": 2676.03, "end": 2677.11, "word": " possibility", "probability": 0.9794921875}, {"start": 2677.11, "end": 2678.01, "word": " تلاتة", "probability": 0.922119140625}, {"start": 2678.01, "end": 2678.59, "word": " للفوز", "probability": 0.9053955078125}, {"start": 2678.59, "end": 2679.37, "word": " لكن", "probability": 0.87158203125}, {"start": 2679.37, "end": 2680.65, "word": " خسارة", "probability": 0.9835205078125}, {"start": 2680.65, "end": 2680.95, "word": " مش", "probability": 0.96728515625}, {"start": 2680.95, "end": 2681.11, "word": " في", "probability": 0.93798828125}, {"start": 2681.11, "end": 2681.39, "word": " إيدي", "probability": 0.88232421875}, {"start": 2681.39, "end": 2683.61, "word": " الخسارة", "probability": 0.9605712890625}, {"start": 2683.61, "end": 2683.77, "word": " عند", "probability": 0.724609375}, {"start": 2683.77, "end": 2684.25, "word": " الخصم", "probability": 0.8893229166666666}, {"start": 2684.25, "end": 2684.61, "word": " لإن", "probability": 0.7893880208333334}, {"start": 2684.61, "end": 2684.91, "word": " الدور", "probability": 0.8623046875}, {"start": 2684.91, "end": 2685.17, "word": " هذا", "probability": 0.7685546875}, {"start": 2685.17, "end": 2685.49, "word": " اللعبة", "probability": 0.9417317708333334}, {"start": 2685.49, "end": 2685.75, "word": " هذه", "probability": 0.5048828125}, {"start": 2685.75, "end": 2685.85, "word": " ال", "probability": 0.8466796875}, {"start": 2685.85, "end": 2686.05, "word": " turn", "probability": 0.7265625}, {"start": 2686.05, "end": 2686.37, "word": " هذا", "probability": 0.865234375}, {"start": 2686.37, "end": 2686.83, "word": " إله", "probability": 0.5474853515625}, {"start": 2686.83, "end": 2687.01, "word": " مش", "probability": 0.97021484375}, {"start": 2687.01, "end": 2687.35, "word": " إلي", "probability": 0.7763671875}, {"start": 2687.35, "end": 2691.25, "word": " لسه", "probability": 0.810302734375}, {"start": 2691.25, "end": 2691.51, "word": " فش", "probability": 0.548095703125}, {"start": 2691.51, "end": 2692.83, "word": " best", "probability": 0.74609375}, {"start": 2692.83, "end": 2693.11, "word": " هنا", "probability": 0.96826171875}], "temperature": 1.0}, {"id": 118, "seek": 272141, "start": 2694.87, "end": 2721.41, "text": "اه هى نفسها لأ احنا الان انسى كل الأرقام احنا هنا رقم واقعى طلع معانا فعلا هى تلاتة تلاتة هده طلع هنا هنا كويس التلاتة هدى مين اللى بده يختار انه يوصلني اليها بي تمام بي مبدأيا لانه لسه مش شايف هدول فمرحليا انا عندي تلت فرص فوز من لعبة بي بس بي بيقولك انا لسه ماكملتش لعبة", "tokens": [40294, 8032, 7578, 8717, 36178, 11296, 5296, 10721, 1975, 5016, 8315, 2423, 7649, 16472, 3794, 7578, 28242, 16247, 2288, 4587, 10943, 1975, 5016, 8315, 34105, 12602, 4587, 2304, 36764, 4587, 3615, 7578, 23032, 1211, 3615, 20449, 7649, 995, 6156, 3615, 15040, 8032, 7578, 6055, 1211, 9307, 3660, 6055, 1211, 9307, 3660, 8032, 3215, 3224, 23032, 1211, 3615, 34105, 34105, 9122, 45865, 3794, 16712, 1211, 9307, 3660, 8032, 3215, 7578, 3714, 9957, 13672, 7578, 47525, 3224, 7251, 46456, 9640, 16472, 3224, 7251, 2407, 36520, 22653, 45595, 11296, 4724, 1829, 46811, 10943, 4724, 1829, 3714, 44510, 10721, 25528, 5296, 7649, 3224, 5296, 3794, 3224, 37893, 13412, 995, 33911, 8032, 3215, 12610, 6156, 29973, 5016, 20292, 995, 1975, 8315, 18871, 16254, 6055, 1211, 2655, 6156, 2288, 9381, 6156, 2407, 11622, 9154, 5296, 3615, 49401, 4724, 1829, 4724, 3794, 4724, 1829, 4724, 1829, 39648, 4117, 1975, 8315, 5296, 3794, 3224, 19446, 24793, 1211, 2655, 8592, 5296, 3615, 49401], "avg_logprob": -0.1692540326426106, "compression_ratio": 2.029166666666667, "no_speech_prob": 5.960464477539062e-07, "words": [{"start": 2694.87, "end": 2695.53, "word": "اه", "probability": 0.62841796875}, {"start": 2695.53, "end": 2695.67, "word": " هى", "probability": 0.6253662109375}, {"start": 2695.67, "end": 2696.13, "word": " نفسها", "probability": 0.9894205729166666}, {"start": 2696.13, "end": 2696.49, "word": " لأ", "probability": 0.6632080078125}, {"start": 2696.49, "end": 2696.65, "word": " احنا", "probability": 0.9210611979166666}, {"start": 2696.65, "end": 2696.89, "word": " الان", "probability": 0.6263427734375}, {"start": 2696.89, "end": 2697.39, "word": " انسى", "probability": 0.9228515625}, {"start": 2697.39, "end": 2697.53, "word": " كل", "probability": 0.97900390625}, {"start": 2697.53, "end": 2697.93, "word": " الأرقام", "probability": 0.9219970703125}, {"start": 2697.93, "end": 2698.15, "word": " احنا", "probability": 0.9169921875}, {"start": 2698.15, "end": 2698.35, "word": " هنا", "probability": 0.33544921875}, {"start": 2698.35, "end": 2698.99, "word": " رقم", "probability": 0.9895833333333334}, {"start": 2698.99, "end": 2699.39, "word": " واقعى", "probability": 0.95361328125}, {"start": 2699.39, "end": 2699.63, "word": " طلع", "probability": 0.88134765625}, {"start": 2699.63, "end": 2699.95, "word": " معانا", "probability": 0.9456380208333334}, {"start": 2699.95, "end": 2700.29, "word": " فعلا", "probability": 0.9016927083333334}, {"start": 2700.29, "end": 2700.51, "word": " هى", "probability": 0.599609375}, {"start": 2700.51, "end": 2700.99, "word": " تلاتة", "probability": 0.836669921875}, {"start": 2700.99, "end": 2701.87, "word": " تلاتة", "probability": 0.87451171875}, {"start": 2701.87, "end": 2702.03, "word": " هده", "probability": 0.625}, {"start": 2702.03, "end": 2702.27, "word": " طلع", "probability": 0.9397786458333334}, {"start": 2702.27, "end": 2702.43, "word": " هنا", "probability": 0.385009765625}, {"start": 2702.43, "end": 2702.83, "word": " هنا", "probability": 0.51953125}, {"start": 2702.83, "end": 2703.53, "word": " كويس", "probability": 0.8797200520833334}, {"start": 2703.53, "end": 2704.51, "word": " التلاتة", "probability": 0.9268798828125}, {"start": 2704.51, "end": 2705.21, "word": " هدى", "probability": 0.7618815104166666}, {"start": 2705.21, "end": 2705.49, "word": " مين", "probability": 0.905029296875}, {"start": 2705.49, "end": 2705.59, "word": " اللى", "probability": 0.822265625}, {"start": 2705.59, "end": 2705.79, "word": " بده", "probability": 0.831298828125}, {"start": 2705.79, "end": 2706.37, "word": " يختار", "probability": 0.9957682291666666}, {"start": 2706.37, "end": 2706.91, "word": " انه", "probability": 0.6221923828125}, {"start": 2706.91, "end": 2707.39, "word": " يوصلني", "probability": 0.85107421875}, {"start": 2707.39, "end": 2707.93, "word": " اليها", "probability": 0.6552734375}, {"start": 2707.93, "end": 2709.45, "word": " بي", "probability": 0.759033203125}, {"start": 2709.45, "end": 2710.09, "word": " تمام", "probability": 0.886474609375}, {"start": 2710.09, "end": 2710.69, "word": " بي", "probability": 0.96533203125}, {"start": 2710.69, "end": 2711.31, "word": " مبدأيا", "probability": 0.85791015625}, {"start": 2711.31, "end": 2711.55, "word": " لانه", "probability": 0.7941080729166666}, {"start": 2711.55, "end": 2711.71, "word": " لسه", "probability": 0.9571940104166666}, {"start": 2711.71, "end": 2711.89, "word": " مش", "probability": 0.86767578125}, {"start": 2711.89, "end": 2712.19, "word": " شايف", "probability": 0.9925130208333334}, {"start": 2712.19, "end": 2712.63, "word": " هدول", "probability": 0.9611002604166666}, {"start": 2712.63, "end": 2714.35, "word": " فمرحليا", "probability": 0.85546875}, {"start": 2714.35, "end": 2715.49, "word": " انا", "probability": 0.9130859375}, {"start": 2715.49, "end": 2715.73, "word": " عندي", "probability": 0.826416015625}, {"start": 2715.73, "end": 2715.97, "word": " تلت", "probability": 0.8107096354166666}, {"start": 2715.97, "end": 2716.23, "word": " فرص", "probability": 0.9912109375}, {"start": 2716.23, "end": 2716.61, "word": " فوز", "probability": 0.9851888020833334}, {"start": 2716.61, "end": 2717.25, "word": " من", "probability": 0.99169921875}, {"start": 2717.25, "end": 2718.15, "word": " لعبة", "probability": 0.978515625}, {"start": 2718.15, "end": 2718.83, "word": " بي", "probability": 0.961669921875}, {"start": 2718.83, "end": 2719.41, "word": " بس", "probability": 0.984375}, {"start": 2719.41, "end": 2719.61, "word": " بي", "probability": 0.991943359375}, {"start": 2719.61, "end": 2720.05, "word": " بيقولك", "probability": 0.95654296875}, {"start": 2720.05, "end": 2720.25, "word": " انا", "probability": 0.8662109375}, {"start": 2720.25, "end": 2720.57, "word": " لسه", "probability": 0.98779296875}, {"start": 2720.57, "end": 2721.17, "word": " ماكملتش", "probability": 0.889599609375}, {"start": 2721.17, "end": 2721.41, "word": " لعبة", "probability": 0.9716796875}], "temperature": 1.0}, {"id": 119, "seek": 274847, "start": 2723.05, "end": 2748.47, "text": "أحسنتي؟ لأ أجل قبل شوية كانت ثلاثة اتناش تمانين واخترنا مين؟ اخترنا ثلاثة ليش؟ لأن هي أقل لـB أقل واحدة فكيف بيديوا يعطيني أعلى؟ ما هو إذا بيه اخترت واحدة تانية هتكون أعلى هتكون أ بيها خلينا نختارها هي جات اتناش أعلى بالنسبة لإيه؟ أه تمام بالنسبة لإيه بس الدور مش عند إيه؟ عند بيه؟ عند بيه الدور يعني okay انت بتلعب ..", "tokens": [10721, 5016, 3794, 29399, 1829, 22807, 5296, 10721, 5551, 7435, 1211, 12174, 36150, 13412, 2407, 10632, 25961, 2655, 38637, 1211, 5718, 104, 3660, 1975, 2655, 1863, 33599, 46811, 7649, 9957, 4032, 47283, 2655, 2288, 8315, 3714, 9957, 22807, 1975, 46456, 2288, 8315, 38637, 1211, 5718, 104, 3660, 32239, 8592, 22807, 5296, 33456, 39896, 5551, 4587, 1211, 5296, 39184, 33, 5551, 4587, 1211, 36764, 24401, 3660, 6156, 4117, 33911, 4724, 1829, 16254, 14407, 37495, 9566, 1829, 22653, 5551, 3615, 23942, 22807, 19446, 31439, 11933, 15730, 4724, 1829, 3224, 1975, 46456, 43500, 36764, 24401, 3660, 6055, 7649, 10632, 8032, 2655, 30544, 5551, 3615, 23942, 8032, 2655, 30544, 5551, 4724, 1829, 11296, 16490, 20292, 8315, 8717, 46456, 9640, 11296, 39896, 10874, 9307, 1975, 2655, 1863, 33599, 5551, 3615, 23942, 20666, 1863, 35457, 3660, 5296, 28814, 1829, 3224, 22807, 5551, 3224, 46811, 10943, 20666, 1863, 35457, 3660, 5296, 28814, 1829, 3224, 4724, 3794, 32748, 13063, 37893, 43242, 11933, 1829, 3224, 22807, 43242, 4724, 1829, 3224, 22807, 43242, 4724, 1829, 3224, 32748, 13063, 37495, 22653, 1392, 16472, 2655, 39894, 1211, 3615, 3555, 4386], "avg_logprob": -0.26972765229933754, "compression_ratio": 2.076923076923077, "no_speech_prob": 1.6093254089355469e-06, "words": [{"start": 2723.05, "end": 2723.69, "word": "أحسنتي؟", "probability": 0.69384765625}, {"start": 2723.69, "end": 2724.13, "word": " لأ", "probability": 0.814453125}, {"start": 2724.13, "end": 2724.65, "word": " أجل", "probability": 0.7322591145833334}, {"start": 2724.65, "end": 2726.37, "word": " قبل", "probability": 0.7037353515625}, {"start": 2726.37, "end": 2726.67, "word": " شوية", "probability": 0.85888671875}, {"start": 2726.67, "end": 2726.87, "word": " كانت", "probability": 0.59393310546875}, {"start": 2726.87, "end": 2727.13, "word": " ثلاثة", "probability": 0.797314453125}, {"start": 2727.13, "end": 2727.47, "word": " اتناش", "probability": 0.8419189453125}, {"start": 2727.47, "end": 2728.01, "word": " تمانين", "probability": 0.7724609375}, {"start": 2728.01, "end": 2728.91, "word": " واخترنا", "probability": 0.8365234375}, {"start": 2728.91, "end": 2729.57, "word": " مين؟", "probability": 0.8958333333333334}, {"start": 2729.57, "end": 2729.95, "word": " اخترنا", "probability": 0.9410400390625}, {"start": 2729.95, "end": 2730.27, "word": " ثلاثة", "probability": 0.89208984375}, {"start": 2730.27, "end": 2730.87, "word": " ليش؟", "probability": 0.7745768229166666}, {"start": 2730.87, "end": 2731.03, "word": " لأن", "probability": 0.861083984375}, {"start": 2731.03, "end": 2731.17, "word": " هي", "probability": 0.75634765625}, {"start": 2731.17, "end": 2731.47, "word": " أقل", "probability": 0.94287109375}, {"start": 2731.47, "end": 2731.75, "word": " لـB", "probability": 0.3130696614583333}, {"start": 2731.75, "end": 2732.07, "word": " أقل", "probability": 0.9306640625}, {"start": 2732.07, "end": 2732.41, "word": " واحدة", "probability": 0.9811197916666666}, {"start": 2732.41, "end": 2732.79, "word": " فكيف", "probability": 0.9091796875}, {"start": 2732.79, "end": 2732.99, "word": " بيديوا", "probability": 0.4774169921875}, {"start": 2732.99, "end": 2733.23, "word": " يعطيني", "probability": 0.822021484375}, {"start": 2733.23, "end": 2733.83, "word": " أعلى؟", "probability": 0.9110107421875}, {"start": 2733.83, "end": 2733.89, "word": " ما", "probability": 0.1268310546875}, {"start": 2733.89, "end": 2734.03, "word": " هو", "probability": 0.9287109375}, {"start": 2734.03, "end": 2734.19, "word": " إذا", "probability": 0.87646484375}, {"start": 2734.19, "end": 2734.43, "word": " بيه", "probability": 0.612548828125}, {"start": 2734.43, "end": 2734.71, "word": " اخترت", "probability": 0.8553059895833334}, {"start": 2734.71, "end": 2734.89, "word": " واحدة", "probability": 0.9371744791666666}, {"start": 2734.89, "end": 2735.11, "word": " تانية", "probability": 0.7672526041666666}, {"start": 2735.11, "end": 2735.43, "word": " هتكون", "probability": 0.8401692708333334}, {"start": 2735.43, "end": 2735.69, "word": " أعلى", "probability": 0.8919270833333334}, {"start": 2735.69, "end": 2736.31, "word": " هتكون", "probability": 0.7172444661458334}, {"start": 2736.31, "end": 2736.63, "word": " أ", "probability": 0.46533203125}, {"start": 2736.63, "end": 2737.75, "word": " بيها", "probability": 0.7091471354166666}, {"start": 2737.75, "end": 2738.39, "word": " خلينا", "probability": 0.7447102864583334}, {"start": 2738.39, "end": 2738.93, "word": " نختارها", "probability": 0.982177734375}, {"start": 2738.93, "end": 2739.17, "word": " هي", "probability": 0.69775390625}, {"start": 2739.17, "end": 2739.37, "word": " جات", "probability": 0.72802734375}, {"start": 2739.37, "end": 2739.79, "word": " اتناش", "probability": 0.83831787109375}, {"start": 2739.79, "end": 2740.63, "word": " أعلى", "probability": 0.7347005208333334}, {"start": 2740.63, "end": 2740.93, "word": " بالنسبة", "probability": 0.9248046875}, {"start": 2740.93, "end": 2741.63, "word": " لإيه؟", "probability": 0.74306640625}, {"start": 2741.63, "end": 2741.81, "word": " أه", "probability": 0.810791015625}, {"start": 2741.81, "end": 2742.25, "word": " تمام", "probability": 0.98974609375}, {"start": 2742.25, "end": 2742.63, "word": " بالنسبة", "probability": 0.9915771484375}, {"start": 2742.63, "end": 2742.77, "word": " لإيه", "probability": 0.9478759765625}, {"start": 2742.77, "end": 2742.97, "word": " بس", "probability": 0.87158203125}, {"start": 2742.97, "end": 2743.23, "word": " الدور", "probability": 0.92138671875}, {"start": 2743.23, "end": 2743.41, "word": " مش", "probability": 0.9873046875}, {"start": 2743.41, "end": 2743.63, "word": " عند", "probability": 0.97509765625}, {"start": 2743.63, "end": 2744.23, "word": " إيه؟", "probability": 0.72900390625}, {"start": 2744.23, "end": 2744.39, "word": " عند", "probability": 0.80322265625}, {"start": 2744.39, "end": 2744.75, "word": " بيه؟", "probability": 0.7314453125}, {"start": 2744.75, "end": 2744.95, "word": " عند", "probability": 0.88623046875}, {"start": 2744.95, "end": 2745.13, "word": " بيه", "probability": 0.9817708333333334}, {"start": 2745.13, "end": 2745.55, "word": " الدور", "probability": 0.989501953125}, {"start": 2745.55, "end": 2746.99, "word": " يعني", "probability": 0.92236328125}, {"start": 2746.99, "end": 2747.27, "word": " okay", "probability": 0.58447265625}, {"start": 2747.27, "end": 2748.05, "word": " انت", "probability": 0.688232421875}, {"start": 2748.05, "end": 2748.37, "word": " بتلعب", "probability": 0.970703125}, {"start": 2748.37, "end": 2748.47, "word": " ..", "probability": 0.3046875}], "temperature": 1.0}, {"id": 120, "seek": 277403, "start": 2749.59, "end": 2774.03, "text": "ل بي .. ما احنا قاعدين بنقول الفرصة عند بي .. بي هو صاحب القرار الآن .. انت لعبت اللعبة .. صحيح بتكوني جوا قاعدة بتغلي .. و نفسك يلعب حاجة تانية .. بس في النهاية مش في ايدك انت تقوليله العب كذا .. اه .. اتمنى .. اه .. لأ احنا الآن في دور تبع بي .. بي هو اللي بلعب .. فانا مضطر اضلني اتبع و اطلع عليه إيش ميندو يلعب و أنا ساكت .. مش قادر أعمل حاجة .. مبدئيا عشانك نرجع خطوة لورا .. مبدئيا ..", "tokens": [1211, 4724, 1829, 4386, 19446, 1975, 5016, 8315, 12174, 995, 22488, 9957, 44945, 39648, 27188, 2288, 9381, 3660, 43242, 4724, 1829, 4386, 4724, 1829, 31439, 20328, 39319, 3555, 25062, 2288, 9640, 6024, 48506, 4386, 16472, 2655, 5296, 3615, 3555, 2655, 13672, 3615, 49401, 4386, 20328, 5016, 1829, 5016, 39894, 30544, 1829, 10874, 14407, 12174, 995, 22488, 3660, 39894, 17082, 20292, 4386, 4032, 8717, 36178, 4117, 7251, 1211, 3615, 3555, 11331, 26108, 3660, 6055, 7649, 10632, 4386, 4724, 3794, 8978, 28239, 11296, 10632, 37893, 8978, 1975, 25708, 4117, 16472, 2655, 6055, 39648, 26895, 3224, 1975, 1211, 3615, 3555, 9122, 15730, 4386, 1975, 3224, 4386, 1975, 2655, 27842, 7578, 4386, 1975, 3224, 4386, 5296, 10721, 1975, 5016, 8315, 6024, 48506, 8978, 11778, 13063, 6055, 3555, 3615, 4724, 1829, 4386, 4724, 1829, 31439, 13672, 1829, 4724, 1211, 3615, 3555, 4386, 6156, 7649, 995, 3714, 11242, 9566, 2288, 1975, 11242, 1211, 22653, 1975, 2655, 3555, 3615, 4032, 1975, 9566, 1211, 3615, 47356, 11933, 1829, 8592, 3714, 9957, 3215, 2407, 7251, 1211, 3615, 3555, 4032, 41850, 8608, 995, 4117, 2655, 4386, 37893, 12174, 18513, 2288, 5551, 25957, 1211, 11331, 26108, 3660, 4386, 3714, 44510, 19986, 25528, 6225, 8592, 7649, 4117, 8717, 47341, 3615, 16490, 9566, 2407, 3660, 5296, 13063, 995, 4386, 3714, 44510, 19986, 25528, 4386], "avg_logprob": -0.19442806934129517, "compression_ratio": 2.078864353312303, "no_speech_prob": 2.5033950805664062e-06, "words": [{"start": 2749.59, "end": 2749.83, "word": "ل", "probability": 0.62548828125}, {"start": 2749.83, "end": 2750.09, "word": " بي", "probability": 0.52838134765625}, {"start": 2750.09, "end": 2750.27, "word": " ..", "probability": 0.410888671875}, {"start": 2750.27, "end": 2750.41, "word": " ما", "probability": 0.4267578125}, {"start": 2750.41, "end": 2750.51, "word": " احنا", "probability": 0.7549641927083334}, {"start": 2750.51, "end": 2750.73, "word": " قاعدين", "probability": 0.895263671875}, {"start": 2750.73, "end": 2751.05, "word": " بنقول", "probability": 0.92822265625}, {"start": 2751.05, "end": 2751.63, "word": " الفرصة", "probability": 0.9615478515625}, {"start": 2751.63, "end": 2751.81, "word": " عند", "probability": 0.9931640625}, {"start": 2751.81, "end": 2752.15, "word": " بي", "probability": 0.96044921875}, {"start": 2752.15, "end": 2752.41, "word": " ..", "probability": 0.62158203125}, {"start": 2752.41, "end": 2752.59, "word": " بي", "probability": 0.988525390625}, {"start": 2752.59, "end": 2752.77, "word": " هو", "probability": 0.98876953125}, {"start": 2752.77, "end": 2753.19, "word": " صاحب", "probability": 0.9817708333333334}, {"start": 2753.19, "end": 2753.57, "word": " القرار", "probability": 0.9949544270833334}, {"start": 2753.57, "end": 2753.93, "word": " الآن", "probability": 0.6195068359375}, {"start": 2753.93, "end": 2754.33, "word": " ..", "probability": 0.52685546875}, {"start": 2754.33, "end": 2754.47, "word": " انت", "probability": 0.81640625}, {"start": 2754.47, "end": 2754.79, "word": " لعبت", "probability": 0.87744140625}, {"start": 2754.79, "end": 2755.13, "word": " اللعبة", "probability": 0.92919921875}, {"start": 2755.13, "end": 2755.57, "word": " ..", "probability": 0.6455078125}, {"start": 2755.57, "end": 2755.87, "word": " صحيح", "probability": 0.976806640625}, {"start": 2755.87, "end": 2756.25, "word": " بتكوني", "probability": 0.7696940104166666}, {"start": 2756.25, "end": 2756.37, "word": " جوا", "probability": 0.85546875}, {"start": 2756.37, "end": 2756.63, "word": " قاعدة", "probability": 0.926513671875}, {"start": 2756.63, "end": 2757.01, "word": " بتغلي", "probability": 0.93701171875}, {"start": 2757.01, "end": 2757.33, "word": " ..", "probability": 0.61279296875}, {"start": 2757.33, "end": 2757.55, "word": " و", "probability": 0.97509765625}, {"start": 2757.55, "end": 2757.99, "word": " نفسك", "probability": 0.9806315104166666}, {"start": 2757.99, "end": 2758.27, "word": " يلعب", "probability": 0.980224609375}, {"start": 2758.27, "end": 2758.55, "word": " حاجة", "probability": 0.9918619791666666}, {"start": 2758.55, "end": 2758.95, "word": " تانية", "probability": 0.9905598958333334}, {"start": 2758.95, "end": 2759.35, "word": " ..", "probability": 0.955078125}, {"start": 2759.35, "end": 2759.45, "word": " بس", "probability": 0.990234375}, {"start": 2759.45, "end": 2759.55, "word": " في", "probability": 0.7314453125}, {"start": 2759.55, "end": 2759.75, "word": " النهاية", "probability": 0.9381510416666666}, {"start": 2759.75, "end": 2759.89, "word": " مش", "probability": 0.83154296875}, {"start": 2759.89, "end": 2760.09, "word": " في", "probability": 0.9384765625}, {"start": 2760.09, "end": 2760.35, "word": " ايدك", "probability": 0.6683756510416666}, {"start": 2760.35, "end": 2760.53, "word": " انت", "probability": 0.8330078125}, {"start": 2760.53, "end": 2760.89, "word": " تقوليله", "probability": 0.886474609375}, {"start": 2760.89, "end": 2761.17, "word": " العب", "probability": 0.8394775390625}, {"start": 2761.17, "end": 2761.47, "word": " كذا", "probability": 0.893798828125}, {"start": 2761.47, "end": 2762.41, "word": " ..", "probability": 0.85498046875}, {"start": 2762.41, "end": 2762.55, "word": " اه", "probability": 0.635986328125}, {"start": 2762.55, "end": 2762.67, "word": " ..", "probability": 0.5234375}, {"start": 2762.67, "end": 2762.89, "word": " اتمنى", "probability": 0.507568359375}, {"start": 2762.89, "end": 2762.93, "word": " ..", "probability": 0.84033203125}, {"start": 2762.93, "end": 2763.09, "word": " اه", "probability": 0.6739501953125}, {"start": 2763.09, "end": 2763.25, "word": " ..", "probability": 0.796875}, {"start": 2763.25, "end": 2763.43, "word": " لأ", "probability": 0.818115234375}, {"start": 2763.43, "end": 2763.59, "word": " احنا", "probability": 0.94873046875}, {"start": 2763.59, "end": 2763.75, "word": " الآن", "probability": 0.6561279296875}, {"start": 2763.75, "end": 2763.87, "word": " في", "probability": 0.8017578125}, {"start": 2763.87, "end": 2764.11, "word": " دور", "probability": 0.864990234375}, {"start": 2764.11, "end": 2764.35, "word": " تبع", "probability": 0.80712890625}, {"start": 2764.35, "end": 2764.57, "word": " بي", "probability": 0.9912109375}, {"start": 2764.57, "end": 2765.01, "word": " ..", "probability": 0.96435546875}, {"start": 2765.01, "end": 2765.21, "word": " بي", "probability": 0.9951171875}, {"start": 2765.21, "end": 2765.31, "word": " هو", "probability": 0.9921875}, {"start": 2765.31, "end": 2765.39, "word": " اللي", "probability": 0.989013671875}, {"start": 2765.39, "end": 2765.79, "word": " بلعب", "probability": 0.975830078125}, {"start": 2765.79, "end": 2766.27, "word": " ..", "probability": 0.88232421875}, {"start": 2766.27, "end": 2766.55, "word": " فانا", "probability": 0.92578125}, {"start": 2766.55, "end": 2766.87, "word": " مضطر", "probability": 0.9703369140625}, {"start": 2766.87, "end": 2767.27, "word": " اضلني", "probability": 0.65478515625}, {"start": 2767.27, "end": 2767.73, "word": " اتبع", "probability": 0.950439453125}, {"start": 2767.73, "end": 2767.87, "word": " و", "probability": 0.96337890625}, {"start": 2767.87, "end": 2768.19, "word": " اطلع", "probability": 0.825439453125}, {"start": 2768.19, "end": 2768.35, "word": " عليه", "probability": 0.93896484375}, {"start": 2768.35, "end": 2768.45, "word": " إيش", "probability": 0.7022705078125}, {"start": 2768.45, "end": 2768.61, "word": " ميندو", "probability": 0.423248291015625}, {"start": 2768.61, "end": 2768.79, "word": " يلعب", "probability": 0.976318359375}, {"start": 2768.79, "end": 2768.87, "word": " و", "probability": 0.92626953125}, {"start": 2768.87, "end": 2768.95, "word": " أنا", "probability": 0.54248046875}, {"start": 2768.95, "end": 2769.33, "word": " ساكت", "probability": 0.919921875}, {"start": 2769.33, "end": 2769.41, "word": " ..", "probability": 0.9306640625}, {"start": 2769.41, "end": 2769.53, "word": " مش", "probability": 0.83935546875}, {"start": 2769.53, "end": 2769.79, "word": " قادر", "probability": 0.8264973958333334}, {"start": 2769.79, "end": 2770.19, "word": " أعمل", "probability": 0.9080403645833334}, {"start": 2770.19, "end": 2770.59, "word": " حاجة", "probability": 0.998046875}, {"start": 2770.59, "end": 2771.05, "word": " ..", "probability": 0.85595703125}, {"start": 2771.05, "end": 2771.49, "word": " مبدئيا", "probability": 0.861572265625}, {"start": 2771.49, "end": 2771.83, "word": " عشانك", "probability": 0.8876953125}, {"start": 2771.83, "end": 2772.17, "word": " نرجع", "probability": 0.94287109375}, {"start": 2772.17, "end": 2772.45, "word": " خطوة", "probability": 0.9705810546875}, {"start": 2772.45, "end": 2772.81, "word": " لورا", "probability": 0.778564453125}, {"start": 2772.81, "end": 2773.05, "word": " ..", "probability": 0.9765625}, {"start": 2773.05, "end": 2773.67, "word": " مبدئيا", "probability": 0.9849853515625}, {"start": 2773.67, "end": 2774.03, "word": " ..", "probability": 0.9765625}], "temperature": 1.0}, {"id": 121, "seek": 278882, "start": 2774.96, "end": 2788.82, "text": "انا اللي عارفه انه هنا ضمانلي تلت فرص فوز، قد تقل، بس مش هتزيد، صح؟ ليش؟ لأنه هذه جايانة من الخاصم", "tokens": [7649, 995, 13672, 1829, 6225, 9640, 5172, 3224, 16472, 3224, 34105, 48812, 2304, 7649, 20292, 6055, 1211, 2655, 6156, 2288, 9381, 6156, 2407, 11622, 12399, 12174, 3215, 6055, 4587, 1211, 12399, 4724, 3794, 37893, 8032, 2655, 11622, 25708, 12399, 20328, 5016, 22807, 32239, 8592, 22807, 5296, 33456, 3224, 29538, 10874, 47302, 7649, 3660, 9154, 33962, 33546, 2304], "avg_logprob": -0.15315194119667186, "compression_ratio": 1.408, "no_speech_prob": 0.0, "words": [{"start": 2774.96, "end": 2775.26, "word": "انا", "probability": 0.79833984375}, {"start": 2775.26, "end": 2775.38, "word": " اللي", "probability": 0.943115234375}, {"start": 2775.38, "end": 2775.74, "word": " عارفه", "probability": 0.9307861328125}, {"start": 2775.74, "end": 2775.98, "word": " انه", "probability": 0.6748046875}, {"start": 2775.98, "end": 2776.2, "word": " هنا", "probability": 0.9853515625}, {"start": 2776.2, "end": 2777.1, "word": " ضمانلي", "probability": 0.8880615234375}, {"start": 2777.1, "end": 2777.56, "word": " تلت", "probability": 0.8880208333333334}, {"start": 2777.56, "end": 2777.92, "word": " فرص", "probability": 0.9894205729166666}, {"start": 2777.92, "end": 2778.82, "word": " فوز،", "probability": 0.836181640625}, {"start": 2778.82, "end": 2779.28, "word": " قد", "probability": 0.989501953125}, {"start": 2779.28, "end": 2780.98, "word": " تقل،", "probability": 0.9552001953125}, {"start": 2780.98, "end": 2781.84, "word": " بس", "probability": 0.99267578125}, {"start": 2781.84, "end": 2782.36, "word": " مش", "probability": 0.95654296875}, {"start": 2782.36, "end": 2785.26, "word": " هتزيد،", "probability": 0.93505859375}, {"start": 2785.26, "end": 2785.88, "word": " صح؟", "probability": 0.9423828125}, {"start": 2785.88, "end": 2786.5, "word": " ليش؟", "probability": 0.931640625}, {"start": 2786.5, "end": 2786.86, "word": " لأنه", "probability": 0.74560546875}, {"start": 2786.86, "end": 2787.0, "word": " هذه", "probability": 0.1826171875}, {"start": 2787.0, "end": 2787.58, "word": " جايانة", "probability": 0.876953125}, {"start": 2787.58, "end": 2788.18, "word": " من", "probability": 0.99609375}, {"start": 2788.18, "end": 2788.82, "word": " الخاصم", "probability": 0.79931640625}], "temperature": 1.0}, {"id": 122, "seek": 281802, "start": 2790.04, "end": 2818.02, "text": "من الخاصم بمعنى إذا أنا بدى احترم رأي الخاصم وإن هو فعلا بفهم في اللعبة ماتوقعش إذا أعطيني أكتر من تلاتة حسب هدول قيمهم إذا قيمهم أعلى مستحيل يختارهم إذا قيمهم أقل هيختارهم هتجل فإذا هذه بالنسبالي ك maximum حتى اللحظة طيب 12 معناته إيش حفظنا على التلاتة كويس لإنه مش هيروحلى ال 12", "tokens": [27842, 33962, 33546, 2304, 4724, 2304, 3615, 1863, 7578, 11933, 15730, 41850, 47525, 7578, 1975, 33753, 2288, 2304, 12602, 10721, 1829, 33962, 33546, 2304, 4032, 28814, 1863, 31439, 6156, 3615, 15040, 4724, 5172, 16095, 8978, 13672, 3615, 49401, 3714, 9307, 30543, 3615, 8592, 11933, 15730, 5551, 3615, 9566, 9957, 1829, 5551, 4117, 2655, 2288, 9154, 6055, 1211, 9307, 3660, 11331, 35457, 8032, 3215, 12610, 12174, 32640, 16095, 11933, 15730, 12174, 32640, 16095, 5551, 3615, 23942, 3714, 14851, 5016, 26895, 7251, 46456, 9640, 16095, 11933, 15730, 12174, 32640, 16095, 5551, 4587, 1211, 39896, 46456, 9640, 16095, 8032, 2655, 7435, 1211, 6156, 28814, 15730, 29538, 20666, 1863, 35457, 6027, 1829, 9122, 6674, 11331, 49975, 13672, 5016, 19913, 3660, 23032, 1829, 3555, 2272, 20449, 8315, 47395, 11933, 1829, 8592, 11331, 5172, 19913, 8315, 15844, 16712, 1211, 9307, 3660, 9122, 45865, 3794, 5296, 28814, 1863, 3224, 37893, 8032, 13546, 2407, 5016, 23942, 2423, 2272], "avg_logprob": -0.13845198793916513, "compression_ratio": 1.9003831417624522, "no_speech_prob": 8.821487426757812e-06, "words": [{"start": 2790.04, "end": 2790.26, "word": "من", "probability": 0.95458984375}, {"start": 2790.26, "end": 2790.78, "word": " الخاصم", "probability": 0.9169921875}, {"start": 2790.78, "end": 2791.96, "word": " بمعنى", "probability": 0.93681640625}, {"start": 2791.96, "end": 2792.4, "word": " إذا", "probability": 0.845703125}, {"start": 2792.4, "end": 2792.58, "word": " أنا", "probability": 0.8701171875}, {"start": 2792.58, "end": 2792.8, "word": " بدى", "probability": 0.488037109375}, {"start": 2792.8, "end": 2793.14, "word": " احترم", "probability": 0.9530029296875}, {"start": 2793.14, "end": 2793.38, "word": " رأي", "probability": 0.9012044270833334}, {"start": 2793.38, "end": 2793.86, "word": " الخاصم", "probability": 0.9884440104166666}, {"start": 2793.86, "end": 2794.24, "word": " وإن", "probability": 0.7861328125}, {"start": 2794.24, "end": 2794.42, "word": " هو", "probability": 0.9482421875}, {"start": 2794.42, "end": 2794.88, "word": " فعلا", "probability": 0.9319661458333334}, {"start": 2794.88, "end": 2796.8, "word": " بفهم", "probability": 0.9410807291666666}, {"start": 2796.8, "end": 2796.96, "word": " في", "probability": 0.90478515625}, {"start": 2796.96, "end": 2797.32, "word": " اللعبة", "probability": 0.9651692708333334}, {"start": 2797.32, "end": 2798.4, "word": " ماتوقعش", "probability": 0.88056640625}, {"start": 2798.4, "end": 2798.52, "word": " إذا", "probability": 0.937255859375}, {"start": 2798.52, "end": 2798.82, "word": " أعطيني", "probability": 0.85517578125}, {"start": 2798.82, "end": 2799.06, "word": " أكتر", "probability": 0.94677734375}, {"start": 2799.06, "end": 2799.22, "word": " من", "probability": 0.9912109375}, {"start": 2799.22, "end": 2799.6, "word": " تلاتة", "probability": 0.8951416015625}, {"start": 2799.6, "end": 2800.78, "word": " حسب", "probability": 0.925537109375}, {"start": 2800.78, "end": 2801.18, "word": " هدول", "probability": 0.953125}, {"start": 2801.18, "end": 2801.76, "word": " قيمهم", "probability": 0.87353515625}, {"start": 2801.76, "end": 2802.54, "word": " إذا", "probability": 0.85595703125}, {"start": 2802.54, "end": 2802.9, "word": " قيمهم", "probability": 0.9622395833333334}, {"start": 2802.9, "end": 2803.3, "word": " أعلى", "probability": 0.9425455729166666}, {"start": 2803.3, "end": 2803.74, "word": " مستحيل", "probability": 0.9766845703125}, {"start": 2803.74, "end": 2804.2, "word": " يختارهم", "probability": 0.982421875}, {"start": 2804.2, "end": 2804.58, "word": " إذا", "probability": 0.871337890625}, {"start": 2804.58, "end": 2804.92, "word": " قيمهم", "probability": 0.9807942708333334}, {"start": 2804.92, "end": 2805.34, "word": " أقل", "probability": 0.9881184895833334}, {"start": 2805.34, "end": 2806.92, "word": " هيختارهم", "probability": 0.938720703125}, {"start": 2806.92, "end": 2807.4, "word": " هتجل", "probability": 0.82879638671875}, {"start": 2807.4, "end": 2807.84, "word": " فإذا", "probability": 0.68896484375}, {"start": 2807.84, "end": 2808.06, "word": " هذه", "probability": 0.381591796875}, {"start": 2808.06, "end": 2808.94, "word": " بالنسبالي", "probability": 0.97099609375}, {"start": 2808.94, "end": 2809.08, "word": " ك", "probability": 0.98095703125}, {"start": 2809.08, "end": 2809.54, "word": " maximum", "probability": 0.89501953125}, {"start": 2809.54, "end": 2810.66, "word": " حتى", "probability": 0.94921875}, {"start": 2810.66, "end": 2811.44, "word": " اللحظة", "probability": 0.996826171875}, {"start": 2811.44, "end": 2811.98, "word": " طيب", "probability": 0.9705403645833334}, {"start": 2811.98, "end": 2813.46, "word": " 12", "probability": 0.258544921875}, {"start": 2813.46, "end": 2815.2, "word": " معناته", "probability": 0.8103841145833334}, {"start": 2815.2, "end": 2815.42, "word": " إيش", "probability": 0.8023274739583334}, {"start": 2815.42, "end": 2815.82, "word": " حفظنا", "probability": 0.8424072265625}, {"start": 2815.82, "end": 2815.94, "word": " على", "probability": 0.763671875}, {"start": 2815.94, "end": 2816.4, "word": " التلاتة", "probability": 0.975830078125}, {"start": 2816.4, "end": 2816.9, "word": " كويس", "probability": 0.9661458333333334}, {"start": 2816.9, "end": 2817.12, "word": " لإنه", "probability": 0.8533935546875}, {"start": 2817.12, "end": 2817.22, "word": " مش", "probability": 0.96923828125}, {"start": 2817.22, "end": 2817.56, "word": " هيروحلى", "probability": 0.761083984375}, {"start": 2817.56, "end": 2817.7, "word": " ال", "probability": 0.401611328125}, {"start": 2817.7, "end": 2818.02, "word": " 12", "probability": 0.84130859375}], "temperature": 1.0}, {"id": 123, "seek": 284365, "start": 2818.95, "end": 2843.65, "text": "بالعكس و الله يا ريت إذا بيسهو و بيغلط و بيروح لل 12 بس أنا بحترم أنه لأ هو بيعرف يلعب و احنا بنشتغل ال worst case مش كل شغلكوا ال worst case في البرامج بتاعتكم طيب و احنا هي ال worst case تمام لكن حتى الآن برضه ال minus infinity تبعته ما زالت موجودة على أمل اللي هو أنه تجيني صفر هنا", "tokens": [3555, 6027, 3615, 4117, 3794, 4032, 21984, 35186, 12602, 36081, 11933, 15730, 4724, 1829, 3794, 3224, 2407, 4032, 4724, 1829, 17082, 1211, 9566, 4032, 4724, 13546, 2407, 5016, 24976, 2272, 4724, 3794, 41850, 4724, 33753, 2288, 2304, 14739, 3224, 5296, 10721, 31439, 4724, 40228, 28480, 7251, 1211, 3615, 3555, 4032, 1975, 5016, 8315, 44945, 8592, 2655, 17082, 1211, 2423, 5855, 1389, 37893, 28242, 13412, 17082, 23275, 14407, 2423, 5855, 1389, 8978, 2423, 26890, 10943, 7435, 39894, 995, 34268, 24793, 23032, 1829, 3555, 4032, 1975, 5016, 8315, 39896, 2423, 5855, 1389, 46811, 10943, 44381, 11331, 49975, 6024, 48506, 4724, 43042, 3224, 2423, 3175, 13202, 6055, 3555, 34268, 3224, 19446, 30767, 6027, 2655, 3714, 29245, 23328, 3660, 15844, 5551, 42213, 13672, 1829, 31439, 14739, 3224, 6055, 7435, 9957, 1829, 20328, 5172, 2288, 34105], "avg_logprob": -0.1574337130243128, "compression_ratio": 1.7846153846153847, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 2818.95, "end": 2819.61, "word": "بالعكس", "probability": 0.96826171875}, {"start": 2819.61, "end": 2819.73, "word": " و", "probability": 0.217041015625}, {"start": 2819.73, "end": 2819.81, "word": " الله", "probability": 0.97509765625}, {"start": 2819.81, "end": 2819.91, "word": " يا", "probability": 0.374267578125}, {"start": 2819.91, "end": 2820.05, "word": " ريت", "probability": 0.900390625}, {"start": 2820.05, "end": 2820.17, "word": " إذا", "probability": 0.894775390625}, {"start": 2820.17, "end": 2820.65, "word": " بيسهو", "probability": 0.7962890625}, {"start": 2820.65, "end": 2820.77, "word": " و", "probability": 0.759765625}, {"start": 2820.77, "end": 2821.11, "word": " بيغلط", "probability": 0.93955078125}, {"start": 2821.11, "end": 2821.23, "word": " و", "probability": 0.89794921875}, {"start": 2821.23, "end": 2821.43, "word": " بيروح", "probability": 0.941162109375}, {"start": 2821.43, "end": 2821.53, "word": " لل", "probability": 0.6103515625}, {"start": 2821.53, "end": 2821.95, "word": " 12", "probability": 0.50439453125}, {"start": 2821.95, "end": 2822.65, "word": " بس", "probability": 0.88916015625}, {"start": 2822.65, "end": 2822.81, "word": " أنا", "probability": 0.7890625}, {"start": 2822.81, "end": 2823.53, "word": " بحترم", "probability": 0.96630859375}, {"start": 2823.53, "end": 2824.71, "word": " أنه", "probability": 0.7161865234375}, {"start": 2824.71, "end": 2825.11, "word": " لأ", "probability": 0.920166015625}, {"start": 2825.11, "end": 2825.29, "word": " هو", "probability": 0.94873046875}, {"start": 2825.29, "end": 2825.77, "word": " بيعرف", "probability": 0.9529622395833334}, {"start": 2825.77, "end": 2826.17, "word": " يلعب", "probability": 0.992431640625}, {"start": 2826.17, "end": 2827.59, "word": " و", "probability": 0.646484375}, {"start": 2827.59, "end": 2827.69, "word": " احنا", "probability": 0.8484700520833334}, {"start": 2827.69, "end": 2828.03, "word": " بنشتغل", "probability": 0.832568359375}, {"start": 2828.03, "end": 2828.11, "word": " ال", "probability": 0.673828125}, {"start": 2828.11, "end": 2828.25, "word": " worst", "probability": 0.95458984375}, {"start": 2828.25, "end": 2828.63, "word": " case", "probability": 0.9345703125}, {"start": 2828.63, "end": 2829.77, "word": " مش", "probability": 0.81298828125}, {"start": 2829.77, "end": 2829.99, "word": " كل", "probability": 0.98193359375}, {"start": 2829.99, "end": 2830.57, "word": " شغلكوا", "probability": 0.895751953125}, {"start": 2830.57, "end": 2830.93, "word": " ال", "probability": 0.6923828125}, {"start": 2830.93, "end": 2831.15, "word": " worst", "probability": 0.97314453125}, {"start": 2831.15, "end": 2831.37, "word": " case", "probability": 0.9541015625}, {"start": 2831.37, "end": 2831.47, "word": " في", "probability": 0.8671875}, {"start": 2831.47, "end": 2831.83, "word": " البرامج", "probability": 0.9039306640625}, {"start": 2831.83, "end": 2832.17, "word": " بتاعتكم", "probability": 0.708740234375}, {"start": 2832.17, "end": 2832.65, "word": " طيب", "probability": 0.8577473958333334}, {"start": 2832.65, "end": 2832.79, "word": " و", "probability": 0.89892578125}, {"start": 2832.79, "end": 2832.93, "word": " احنا", "probability": 0.91552734375}, {"start": 2832.93, "end": 2833.07, "word": " هي", "probability": 0.56591796875}, {"start": 2833.07, "end": 2833.15, "word": " ال", "probability": 0.99267578125}, {"start": 2833.15, "end": 2833.37, "word": " worst", "probability": 0.97998046875}, {"start": 2833.37, "end": 2833.63, "word": " case", "probability": 0.9501953125}, {"start": 2833.63, "end": 2834.31, "word": " تمام", "probability": 0.859619140625}, {"start": 2834.31, "end": 2835.11, "word": " لكن", "probability": 0.74462890625}, {"start": 2835.11, "end": 2835.49, "word": " حتى", "probability": 0.946044921875}, {"start": 2835.49, "end": 2835.75, "word": " الآن", "probability": 0.84912109375}, {"start": 2835.75, "end": 2836.17, "word": " برضه", "probability": 0.9479166666666666}, {"start": 2836.17, "end": 2836.39, "word": " ال", "probability": 0.9814453125}, {"start": 2836.39, "end": 2836.71, "word": " minus", "probability": 0.85546875}, {"start": 2836.71, "end": 2837.17, "word": " infinity", "probability": 0.8994140625}, {"start": 2837.17, "end": 2837.79, "word": " تبعته", "probability": 0.9569091796875}, {"start": 2837.79, "end": 2838.29, "word": " ما", "probability": 0.54296875}, {"start": 2838.29, "end": 2838.59, "word": " زالت", "probability": 0.9212239583333334}, {"start": 2838.59, "end": 2839.49, "word": " موجودة", "probability": 0.9857177734375}, {"start": 2839.49, "end": 2839.95, "word": " على", "probability": 0.89453125}, {"start": 2839.95, "end": 2840.43, "word": " أمل", "probability": 0.90625}, {"start": 2840.43, "end": 2841.05, "word": " اللي", "probability": 0.8134765625}, {"start": 2841.05, "end": 2841.47, "word": " هو", "probability": 0.99609375}, {"start": 2841.47, "end": 2842.67, "word": " أنه", "probability": 0.798095703125}, {"start": 2842.67, "end": 2843.19, "word": " تجيني", "probability": 0.9434814453125}, {"start": 2843.19, "end": 2843.45, "word": " صفر", "probability": 0.9412434895833334}, {"start": 2843.45, "end": 2843.65, "word": " هنا", "probability": 0.99658203125}], "temperature": 1.0}, {"id": 124, "seek": 286829, "start": 2845.19, "end": 2868.29, "text": "إنه يكون في عنده لعبة يسكرها عليا خلاص انت عمري ما هفوز فإذا مازال هو منتظر ماعطاش قرار أنا مبدأيا بقول انه okay على الأجل هاخد تلاتة على الأقل عفوا على الأكثر هاخد تلاتة تمام على الأكثر هي عندي تلاتة هنا لأ بده يكمل", "tokens": [28814, 1863, 3224, 7251, 30544, 8978, 43242, 3224, 5296, 3615, 49401, 7251, 3794, 37983, 11296, 11203, 25528, 16490, 1211, 33546, 16472, 2655, 6225, 2304, 16572, 19446, 8032, 5172, 2407, 11622, 6156, 28814, 15730, 3714, 31377, 6027, 31439, 9154, 2655, 19913, 2288, 19446, 3615, 9566, 33599, 12174, 2288, 9640, 41850, 3714, 44510, 10721, 25528, 4724, 39648, 16472, 3224, 1392, 15844, 16247, 7435, 1211, 8032, 47283, 3215, 6055, 1211, 9307, 3660, 15844, 16247, 4587, 1211, 6225, 5172, 14407, 15844, 16247, 4117, 49115, 8032, 47283, 3215, 6055, 1211, 9307, 3660, 46811, 10943, 15844, 16247, 4117, 49115, 39896, 18871, 16254, 6055, 1211, 9307, 3660, 34105, 5296, 10721, 47525, 3224, 7251, 24793, 1211], "avg_logprob": -0.1807626190535519, "compression_ratio": 1.934673366834171, "no_speech_prob": 5.245208740234375e-06, "words": [{"start": 2845.19, "end": 2845.53, "word": "إنه", "probability": 0.724853515625}, {"start": 2845.53, "end": 2845.71, "word": " يكون", "probability": 0.983154296875}, {"start": 2845.71, "end": 2845.89, "word": " في", "probability": 0.49658203125}, {"start": 2845.89, "end": 2846.17, "word": " عنده", "probability": 0.97998046875}, {"start": 2846.17, "end": 2846.33, "word": " لعبة", "probability": 0.98291015625}, {"start": 2846.33, "end": 2846.77, "word": " يسكرها", "probability": 0.9041748046875}, {"start": 2846.77, "end": 2846.97, "word": " عليا", "probability": 0.57659912109375}, {"start": 2846.97, "end": 2847.31, "word": " خلاص", "probability": 0.9178059895833334}, {"start": 2847.31, "end": 2847.65, "word": " انت", "probability": 0.78857421875}, {"start": 2847.65, "end": 2848.15, "word": " عمري", "probability": 0.7642415364583334}, {"start": 2848.15, "end": 2848.25, "word": " ما", "probability": 0.7265625}, {"start": 2848.25, "end": 2848.65, "word": " هفوز", "probability": 0.81475830078125}, {"start": 2848.65, "end": 2850.21, "word": " فإذا", "probability": 0.7677408854166666}, {"start": 2850.21, "end": 2851.75, "word": " مازال", "probability": 0.79833984375}, {"start": 2851.75, "end": 2851.89, "word": " هو", "probability": 0.966796875}, {"start": 2851.89, "end": 2852.45, "word": " منتظر", "probability": 0.883056640625}, {"start": 2852.45, "end": 2852.91, "word": " ماعطاش", "probability": 0.8367919921875}, {"start": 2852.91, "end": 2853.29, "word": " قرار", "probability": 0.9925130208333334}, {"start": 2853.29, "end": 2854.59, "word": " أنا", "probability": 0.57470703125}, {"start": 2854.59, "end": 2855.17, "word": " مبدأيا", "probability": 0.8267822265625}, {"start": 2855.17, "end": 2856.43, "word": " بقول", "probability": 0.9697265625}, {"start": 2856.43, "end": 2856.67, "word": " انه", "probability": 0.729248046875}, {"start": 2856.67, "end": 2856.95, "word": " okay", "probability": 0.66845703125}, {"start": 2856.95, "end": 2857.51, "word": " على", "probability": 0.83837890625}, {"start": 2857.51, "end": 2857.81, "word": " الأجل", "probability": 0.7911783854166666}, {"start": 2857.81, "end": 2858.13, "word": " هاخد", "probability": 0.9202473958333334}, {"start": 2858.13, "end": 2858.71, "word": " تلاتة", "probability": 0.9171142578125}, {"start": 2858.71, "end": 2859.31, "word": " على", "probability": 0.8291015625}, {"start": 2859.31, "end": 2859.83, "word": " الأقل", "probability": 0.9503580729166666}, {"start": 2859.83, "end": 2861.73, "word": " عفوا", "probability": 0.702392578125}, {"start": 2861.73, "end": 2861.91, "word": " على", "probability": 0.751953125}, {"start": 2861.91, "end": 2862.35, "word": " الأكثر", "probability": 0.951171875}, {"start": 2862.35, "end": 2863.09, "word": " هاخد", "probability": 0.9679361979166666}, {"start": 2863.09, "end": 2864.07, "word": " تلاتة", "probability": 0.986083984375}, {"start": 2864.07, "end": 2864.69, "word": " تمام", "probability": 0.915771484375}, {"start": 2864.69, "end": 2864.85, "word": " على", "probability": 0.7666015625}, {"start": 2864.85, "end": 2865.19, "word": " الأكثر", "probability": 0.97412109375}, {"start": 2865.19, "end": 2865.51, "word": " هي", "probability": 0.68310546875}, {"start": 2865.51, "end": 2865.71, "word": " عندي", "probability": 0.76416015625}, {"start": 2865.71, "end": 2866.19, "word": " تلاتة", "probability": 0.9881591796875}, {"start": 2866.19, "end": 2866.67, "word": " هنا", "probability": 0.94482421875}, {"start": 2866.67, "end": 2867.47, "word": " لأ", "probability": 0.97509765625}, {"start": 2867.47, "end": 2867.83, "word": " بده", "probability": 0.639404296875}, {"start": 2867.83, "end": 2868.29, "word": " يكمل", "probability": 0.9757486979166666}], "temperature": 1.0}, {"id": 125, "seek": 289818, "start": 2870.18, "end": 2898.18, "text": "أه بالنسبة لإيه هالوضع؟ أما احنا الآن خلّينا في المستوى اللي تحت ..الآن هنبدأ نطلع إدنا شوية بس نخلص الجزية ..إجتني تمانية ..هنا تلاتة ممتازة ..الحمد لله لمجان أقل من تلاتة ..عشان هو ينجبر يعطيني التلاتة ..فالآن هينجبر أنه يعطيني تلاتة ..لأنه خلصت ال branching عنده ال branches ال successors خلصوه ..فإذا هو مجبور يعطيني تلاتة و أنا ضمنت أنه", "tokens": [10721, 3224, 20666, 1863, 35457, 3660, 5296, 28814, 1829, 3224, 8032, 6027, 2407, 11242, 3615, 22807, 5551, 15042, 1975, 5016, 8315, 6024, 48506, 16490, 1211, 11703, 1829, 8315, 8978, 9673, 14851, 2407, 7578, 13672, 1829, 6055, 33753, 4386, 6027, 148, 48506, 8032, 1863, 44510, 10721, 8717, 9566, 1211, 3615, 11933, 3215, 8315, 13412, 2407, 10632, 4724, 3794, 8717, 9778, 1211, 9381, 25724, 11622, 10632, 4386, 28814, 7435, 2655, 22653, 46811, 7649, 10632, 4386, 3224, 8315, 6055, 1211, 9307, 3660, 3714, 2304, 2655, 31377, 3660, 4386, 6027, 35571, 3215, 24976, 3224, 32767, 7435, 7649, 5551, 4587, 1211, 9154, 6055, 1211, 9307, 3660, 4386, 3615, 8592, 7649, 31439, 7251, 1863, 7435, 26890, 37495, 9566, 9957, 1829, 16712, 1211, 9307, 3660, 4386, 5172, 6027, 148, 48506, 8032, 9957, 7435, 26890, 14739, 3224, 37495, 9566, 9957, 1829, 6055, 1211, 9307, 3660, 4386, 1211, 33456, 3224, 16490, 1211, 9381, 2655, 2423, 9819, 278, 43242, 3224, 2423, 14770, 2423, 2245, 830, 16490, 1211, 9381, 2407, 3224, 4386, 5172, 28814, 15730, 31439, 3714, 7435, 3555, 13063, 37495, 9566, 9957, 1829, 6055, 1211, 9307, 3660, 4032, 41850, 48812, 27842, 2655, 14739, 3224], "avg_logprob": -0.19932432496869887, "compression_ratio": 1.9727891156462585, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 2870.18, "end": 2870.54, "word": "أه", "probability": 0.7012939453125}, {"start": 2870.54, "end": 2871.02, "word": " بالنسبة", "probability": 0.8529052734375}, {"start": 2871.02, "end": 2871.28, "word": " لإيه", "probability": 0.80126953125}, {"start": 2871.28, "end": 2871.64, "word": " هالوضع؟", "probability": 0.6177164713541666}, {"start": 2871.64, "end": 2871.76, "word": " أما", "probability": 0.775390625}, {"start": 2871.76, "end": 2871.94, "word": " احنا", "probability": 0.8302408854166666}, {"start": 2871.94, "end": 2872.14, "word": " الآن", "probability": 0.59515380859375}, {"start": 2872.14, "end": 2872.56, "word": " خلّينا", "probability": 0.841796875}, {"start": 2872.56, "end": 2872.72, "word": " في", "probability": 0.875}, {"start": 2872.72, "end": 2873.1, "word": " المستوى", "probability": 0.9718017578125}, {"start": 2873.1, "end": 2873.22, "word": " اللي", "probability": 0.93359375}, {"start": 2873.22, "end": 2873.52, "word": " تحت", "probability": 0.986083984375}, {"start": 2873.52, "end": 2874.12, "word": " ..الآن", "probability": 0.53399658203125}, {"start": 2874.12, "end": 2874.94, "word": " هنبدأ", "probability": 0.91943359375}, {"start": 2874.94, "end": 2875.56, "word": " نطلع", "probability": 0.9515380859375}, {"start": 2875.56, "end": 2875.74, "word": " إدنا", "probability": 0.5903727213541666}, {"start": 2875.74, "end": 2876.0, "word": " شوية", "probability": 0.9386393229166666}, {"start": 2876.0, "end": 2876.2, "word": " بس", "probability": 0.818359375}, {"start": 2876.2, "end": 2876.62, "word": " نخلص", "probability": 0.9666748046875}, {"start": 2876.62, "end": 2877.04, "word": " الجزية", "probability": 0.7771809895833334}, {"start": 2877.04, "end": 2877.6, "word": " ..إجتني", "probability": 0.6474609375}, {"start": 2877.6, "end": 2878.9, "word": " تمانية", "probability": 0.8860677083333334}, {"start": 2878.9, "end": 2879.82, "word": " ..هنا", "probability": 0.7561848958333334}, {"start": 2879.82, "end": 2880.38, "word": " تلاتة", "probability": 0.9661865234375}, {"start": 2880.38, "end": 2881.3, "word": " ممتازة", "probability": 0.94306640625}, {"start": 2881.3, "end": 2881.78, "word": " ..الحمد", "probability": 0.78973388671875}, {"start": 2881.78, "end": 2882.0, "word": " لله", "probability": 0.9375}, {"start": 2882.0, "end": 2882.4, "word": " لمجان", "probability": 0.7923177083333334}, {"start": 2882.4, "end": 2882.62, "word": " أقل", "probability": 0.8087565104166666}, {"start": 2882.62, "end": 2882.76, "word": " من", "probability": 0.9951171875}, {"start": 2882.76, "end": 2883.2, "word": " تلاتة", "probability": 0.961669921875}, {"start": 2883.2, "end": 2883.98, "word": " ..عشان", "probability": 0.875244140625}, {"start": 2883.98, "end": 2884.48, "word": " هو", "probability": 0.98095703125}, {"start": 2884.48, "end": 2885.8, "word": " ينجبر", "probability": 0.9840087890625}, {"start": 2885.8, "end": 2887.02, "word": " يعطيني", "probability": 0.9180908203125}, {"start": 2887.02, "end": 2888.14, "word": " التلاتة", "probability": 0.96728515625}, {"start": 2888.14, "end": 2888.56, "word": " ..فالآن", "probability": 0.74091796875}, {"start": 2888.56, "end": 2889.1, "word": " هينجبر", "probability": 0.81793212890625}, {"start": 2889.1, "end": 2889.26, "word": " أنه", "probability": 0.694580078125}, {"start": 2889.26, "end": 2889.54, "word": " يعطيني", "probability": 0.9654541015625}, {"start": 2889.54, "end": 2890.0, "word": " تلاتة", "probability": 0.97412109375}, {"start": 2890.0, "end": 2890.52, "word": " ..لأنه", "probability": 0.8604736328125}, {"start": 2890.52, "end": 2890.9, "word": " خلصت", "probability": 0.9859619140625}, {"start": 2890.9, "end": 2890.98, "word": " ال", "probability": 0.98095703125}, {"start": 2890.98, "end": 2891.4, "word": " branching", "probability": 0.81103515625}, {"start": 2891.4, "end": 2891.74, "word": " عنده", "probability": 0.983154296875}, {"start": 2891.74, "end": 2892.4, "word": " ال", "probability": 0.59814453125}, {"start": 2892.4, "end": 2892.8, "word": " branches", "probability": 0.92919921875}, {"start": 2892.8, "end": 2893.34, "word": " ال", "probability": 0.446044921875}, {"start": 2893.34, "end": 2893.82, "word": " successors", "probability": 0.89697265625}, {"start": 2893.82, "end": 2894.42, "word": " خلصوه", "probability": 0.90439453125}, {"start": 2894.42, "end": 2895.08, "word": " ..فإذا", "probability": 0.8502197265625}, {"start": 2895.08, "end": 2895.44, "word": " هو", "probability": 0.982421875}, {"start": 2895.44, "end": 2895.94, "word": " مجبور", "probability": 0.8270263671875}, {"start": 2895.94, "end": 2896.4, "word": " يعطيني", "probability": 0.9757080078125}, {"start": 2896.4, "end": 2896.98, "word": " تلاتة", "probability": 0.9864501953125}, {"start": 2896.98, "end": 2897.28, "word": " و", "probability": 0.42626953125}, {"start": 2897.28, "end": 2897.44, "word": " أنا", "probability": 0.448486328125}, {"start": 2897.44, "end": 2897.82, "word": " ضمنت", "probability": 0.9052734375}, {"start": 2897.82, "end": 2898.18, "word": " أنه", "probability": 0.831298828125}], "temperature": 1.0}, {"id": 126, "seek": 292748, "start": 2898.84, "end": 2927.48, "text": "في عندى ثلاث فرص فوز من ال branch هذا فإذا صار ال branch هذا أنا ضاع من صرت هنا إنه الخاصم هيعطينى في ثلاث فرص فوز بس هل أنا هتقبلها و أسكت ولا لسه قد يجينى أفضل هنا عشان هيك خلت فرص فوزى هنا خلت الفرص الفوز اللى بتيجينى من الخاصم", "tokens": [41185, 43242, 7578, 38637, 1211, 5718, 104, 6156, 2288, 9381, 6156, 2407, 11622, 9154, 2423, 9819, 23758, 6156, 28814, 15730, 20328, 9640, 2423, 9819, 23758, 41850, 48812, 995, 3615, 9154, 20328, 43500, 34105, 36145, 3224, 33962, 33546, 2304, 39896, 3615, 9566, 9957, 7578, 8978, 38637, 1211, 5718, 104, 6156, 2288, 9381, 6156, 2407, 11622, 4724, 3794, 8032, 1211, 41850, 8032, 2655, 4587, 36150, 11296, 4032, 5551, 3794, 4117, 2655, 49429, 5296, 3794, 3224, 12174, 3215, 7251, 7435, 9957, 7578, 5551, 5172, 11242, 1211, 34105, 6225, 8592, 7649, 39896, 4117, 16490, 1211, 2655, 6156, 2288, 9381, 6156, 2407, 11622, 7578, 34105, 16490, 1211, 2655, 27188, 2288, 9381, 27188, 2407, 11622, 13672, 7578, 4724, 31371, 7435, 9957, 7578, 9154, 33962, 33546, 2304], "avg_logprob": -0.1561208648129928, "compression_ratio": 1.9509803921568627, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2898.84, "end": 2899.08, "word": "في", "probability": 0.76416015625}, {"start": 2899.08, "end": 2899.3, "word": " عندى", "probability": 0.837890625}, {"start": 2899.3, "end": 2899.52, "word": " ثلاث", "probability": 0.7818603515625}, {"start": 2899.52, "end": 2899.78, "word": " فرص", "probability": 0.9700520833333334}, {"start": 2899.78, "end": 2900.06, "word": " فوز", "probability": 0.9915364583333334}, {"start": 2900.06, "end": 2900.36, "word": " من", "probability": 0.9765625}, {"start": 2900.36, "end": 2900.62, "word": " ال", "probability": 0.95458984375}, {"start": 2900.62, "end": 2901.18, "word": " branch", "probability": 0.87744140625}, {"start": 2901.18, "end": 2901.68, "word": " هذا", "probability": 0.3779296875}, {"start": 2901.68, "end": 2903.3, "word": " فإذا", "probability": 0.82861328125}, {"start": 2903.3, "end": 2904.88, "word": " صار", "probability": 0.774169921875}, {"start": 2904.88, "end": 2905.04, "word": " ال", "probability": 0.9765625}, {"start": 2905.04, "end": 2905.4, "word": " branch", "probability": 0.84423828125}, {"start": 2905.4, "end": 2905.9, "word": " هذا", "probability": 0.79443359375}, {"start": 2905.9, "end": 2906.42, "word": " أنا", "probability": 0.6474609375}, {"start": 2906.42, "end": 2906.7, "word": " ضاع", "probability": 0.6155192057291666}, {"start": 2906.7, "end": 2906.84, "word": " من", "probability": 0.61083984375}, {"start": 2906.84, "end": 2907.2, "word": " صرت", "probability": 0.594970703125}, {"start": 2907.2, "end": 2907.56, "word": " هنا", "probability": 0.99462890625}, {"start": 2907.56, "end": 2909.06, "word": " إنه", "probability": 0.699462890625}, {"start": 2909.06, "end": 2910.96, "word": " الخاصم", "probability": 0.8653971354166666}, {"start": 2910.96, "end": 2911.78, "word": " هيعطينى", "probability": 0.83125}, {"start": 2911.78, "end": 2912.2, "word": " في", "probability": 0.72607421875}, {"start": 2912.2, "end": 2912.52, "word": " ثلاث", "probability": 0.8585205078125}, {"start": 2912.52, "end": 2912.78, "word": " فرص", "probability": 0.9962565104166666}, {"start": 2912.78, "end": 2913.18, "word": " فوز", "probability": 0.9972330729166666}, {"start": 2913.18, "end": 2913.72, "word": " بس", "probability": 0.91552734375}, {"start": 2913.72, "end": 2914.0, "word": " هل", "probability": 0.991455078125}, {"start": 2914.0, "end": 2914.16, "word": " أنا", "probability": 0.78564453125}, {"start": 2914.16, "end": 2915.02, "word": " هتقبلها", "probability": 0.9921875}, {"start": 2915.02, "end": 2915.48, "word": " و", "probability": 0.66796875}, {"start": 2915.48, "end": 2916.08, "word": " أسكت", "probability": 0.9068603515625}, {"start": 2916.08, "end": 2916.84, "word": " ولا", "probability": 0.8212890625}, {"start": 2916.84, "end": 2917.64, "word": " لسه", "probability": 0.9676106770833334}, {"start": 2917.64, "end": 2918.6, "word": " قد", "probability": 0.873779296875}, {"start": 2918.6, "end": 2918.98, "word": " يجينى", "probability": 0.9130859375}, {"start": 2918.98, "end": 2919.36, "word": " أفضل", "probability": 0.981201171875}, {"start": 2919.36, "end": 2919.64, "word": " هنا", "probability": 0.9951171875}, {"start": 2919.64, "end": 2921.22, "word": " عشان", "probability": 0.9508463541666666}, {"start": 2921.22, "end": 2921.4, "word": " هيك", "probability": 0.967041015625}, {"start": 2921.4, "end": 2921.98, "word": " خلت", "probability": 0.592041015625}, {"start": 2921.98, "end": 2922.34, "word": " فرص", "probability": 0.9944661458333334}, {"start": 2922.34, "end": 2922.82, "word": " فوزى", "probability": 0.8861083984375}, {"start": 2922.82, "end": 2924.66, "word": " هنا", "probability": 0.97314453125}, {"start": 2924.66, "end": 2925.4, "word": " خلت", "probability": 0.9627278645833334}, {"start": 2925.4, "end": 2925.78, "word": " الفرص", "probability": 0.9744466145833334}, {"start": 2925.78, "end": 2926.02, "word": " الفوز", "probability": 0.9853515625}, {"start": 2926.02, "end": 2926.12, "word": " اللى", "probability": 0.92333984375}, {"start": 2926.12, "end": 2926.54, "word": " بتيجينى", "probability": 0.813671875}, {"start": 2926.54, "end": 2926.72, "word": " من", "probability": 0.990234375}, {"start": 2926.72, "end": 2927.48, "word": " الخاصم", "probability": 0.9817708333333334}], "temperature": 1.0}, {"id": 127, "seek": 295758, "start": 2929.84, "end": 2957.58, "text": "لكن ممكن يجيني أحسن هنا عشان هيك قلنا إن هذا ال branch اللي عندي الآن على الأقل عندي تلات فرص فوز قد تزيد فهنا كأنه هنا على الأكثر هنا على الأقل هنا على الأكثر هنا على الأقل okay فعلى الأقل في عندي تلات فرص فوز خلاص ضمنناهم لكن على الأكثر لأ يمكن يكون في أحسن من التلات فرص هتكمل ونشوف", "tokens": [1211, 19452, 3714, 43020, 7251, 7435, 9957, 1829, 5551, 5016, 3794, 1863, 34105, 6225, 8592, 7649, 39896, 4117, 12174, 1211, 8315, 36145, 23758, 2423, 9819, 13672, 1829, 18871, 16254, 6024, 48506, 15844, 16247, 4587, 1211, 18871, 16254, 6055, 1211, 9307, 6156, 2288, 9381, 6156, 2407, 11622, 12174, 3215, 6055, 11622, 25708, 6156, 3224, 8315, 9122, 33456, 3224, 34105, 15844, 16247, 4117, 49115, 34105, 15844, 16247, 4587, 1211, 34105, 15844, 16247, 4117, 49115, 34105, 15844, 16247, 4587, 1211, 1392, 6156, 3615, 23942, 16247, 4587, 1211, 8978, 18871, 16254, 6055, 1211, 9307, 6156, 2288, 9381, 6156, 2407, 11622, 16490, 1211, 33546, 48812, 27842, 8315, 16095, 44381, 15844, 16247, 4117, 49115, 5296, 10721, 7251, 43020, 7251, 30544, 8978, 5551, 5016, 3794, 1863, 9154, 16712, 1211, 9307, 6156, 2288, 9381, 8032, 2655, 24793, 1211, 4032, 1863, 8592, 38688], "avg_logprob": -0.114756946210508, "compression_ratio": 2.352112676056338, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2929.84, "end": 2930.28, "word": "لكن", "probability": 0.925537109375}, {"start": 2930.28, "end": 2930.68, "word": " ممكن", "probability": 0.952880859375}, {"start": 2930.68, "end": 2930.94, "word": " يجيني", "probability": 0.869873046875}, {"start": 2930.94, "end": 2931.3, "word": " أحسن", "probability": 0.9508056640625}, {"start": 2931.3, "end": 2931.52, "word": " هنا", "probability": 0.99365234375}, {"start": 2931.52, "end": 2932.34, "word": " عشان", "probability": 0.8723958333333334}, {"start": 2932.34, "end": 2932.68, "word": " هيك", "probability": 0.96728515625}, {"start": 2932.68, "end": 2933.56, "word": " قلنا", "probability": 0.8128255208333334}, {"start": 2933.56, "end": 2933.72, "word": " إن", "probability": 0.40185546875}, {"start": 2933.72, "end": 2933.96, "word": " هذا", "probability": 0.63330078125}, {"start": 2933.96, "end": 2934.1, "word": " ال", "probability": 0.98681640625}, {"start": 2934.1, "end": 2934.34, "word": " branch", "probability": 0.91259765625}, {"start": 2934.34, "end": 2934.46, "word": " اللي", "probability": 0.83349609375}, {"start": 2934.46, "end": 2934.68, "word": " عندي", "probability": 0.760498046875}, {"start": 2934.68, "end": 2934.96, "word": " الآن", "probability": 0.7646484375}, {"start": 2934.96, "end": 2935.4, "word": " على", "probability": 0.849609375}, {"start": 2935.4, "end": 2935.74, "word": " الأقل", "probability": 0.8196614583333334}, {"start": 2935.74, "end": 2936.12, "word": " عندي", "probability": 0.727783203125}, {"start": 2936.12, "end": 2936.34, "word": " تلات", "probability": 0.7755533854166666}, {"start": 2936.34, "end": 2936.6, "word": " فرص", "probability": 0.98876953125}, {"start": 2936.6, "end": 2936.94, "word": " فوز", "probability": 0.9694010416666666}, {"start": 2936.94, "end": 2937.96, "word": " قد", "probability": 0.863525390625}, {"start": 2937.96, "end": 2938.66, "word": " تزيد", "probability": 0.9959309895833334}, {"start": 2938.66, "end": 2941.0, "word": " فهنا", "probability": 0.9334309895833334}, {"start": 2941.0, "end": 2941.44, "word": " كأنه", "probability": 0.9676106770833334}, {"start": 2941.44, "end": 2941.66, "word": " هنا", "probability": 0.927734375}, {"start": 2941.66, "end": 2941.8, "word": " على", "probability": 0.9208984375}, {"start": 2941.8, "end": 2942.24, "word": " الأكثر", "probability": 0.9710286458333334}, {"start": 2942.24, "end": 2943.14, "word": " هنا", "probability": 0.7041015625}, {"start": 2943.14, "end": 2943.32, "word": " على", "probability": 0.9755859375}, {"start": 2943.32, "end": 2943.8, "word": " الأقل", "probability": 0.9923502604166666}, {"start": 2943.8, "end": 2945.14, "word": " هنا", "probability": 0.6845703125}, {"start": 2945.14, "end": 2945.28, "word": " على", "probability": 0.96728515625}, {"start": 2945.28, "end": 2945.66, "word": " الأكثر", "probability": 0.9700520833333334}, {"start": 2945.66, "end": 2945.82, "word": " هنا", "probability": 0.88232421875}, {"start": 2945.82, "end": 2945.94, "word": " على", "probability": 0.97314453125}, {"start": 2945.94, "end": 2946.9, "word": " الأقل", "probability": 0.9925130208333334}, {"start": 2946.9, "end": 2947.8, "word": " okay", "probability": 0.442138671875}, {"start": 2947.8, "end": 2948.48, "word": " فعلى", "probability": 0.9176432291666666}, {"start": 2948.48, "end": 2949.42, "word": " الأقل", "probability": 0.9913736979166666}, {"start": 2949.42, "end": 2949.62, "word": " في", "probability": 0.69189453125}, {"start": 2949.62, "end": 2949.8, "word": " عندي", "probability": 0.94873046875}, {"start": 2949.8, "end": 2950.02, "word": " تلات", "probability": 0.9332682291666666}, {"start": 2950.02, "end": 2950.28, "word": " فرص", "probability": 0.9972330729166666}, {"start": 2950.28, "end": 2950.6, "word": " فوز", "probability": 0.9973958333333334}, {"start": 2950.6, "end": 2950.9, "word": " خلاص", "probability": 0.9677734375}, {"start": 2950.9, "end": 2951.6, "word": " ضمنناهم", "probability": 0.8426513671875}, {"start": 2951.6, "end": 2952.58, "word": " لكن", "probability": 0.87646484375}, {"start": 2952.58, "end": 2953.5, "word": " على", "probability": 0.93115234375}, {"start": 2953.5, "end": 2954.02, "word": " الأكثر", "probability": 0.9757486979166666}, {"start": 2954.02, "end": 2954.38, "word": " لأ", "probability": 0.959716796875}, {"start": 2954.38, "end": 2954.62, "word": " يمكن", "probability": 0.93017578125}, {"start": 2954.62, "end": 2954.8, "word": " يكون", "probability": 0.9873046875}, {"start": 2954.8, "end": 2954.92, "word": " في", "probability": 0.751953125}, {"start": 2954.92, "end": 2955.22, "word": " أحسن", "probability": 0.9832763671875}, {"start": 2955.22, "end": 2955.34, "word": " من", "probability": 0.990234375}, {"start": 2955.34, "end": 2955.62, "word": " التلات", "probability": 0.93603515625}, {"start": 2955.62, "end": 2955.94, "word": " فرص", "probability": 0.9973958333333334}, {"start": 2955.94, "end": 2957.0, "word": " هتكمل", "probability": 0.7889404296875}, {"start": 2957.0, "end": 2957.58, "word": " ونشوف", "probability": 0.876220703125}], "temperature": 1.0}, {"id": 128, "seek": 298369, "start": 2958.89, "end": 2983.69, "text": "هي جاتني الاتنين الاتنين روحنا هنا إيجينا هنا okay تمام الآن الخاصم هذا لسه فيه قدامه successors أخرى فبقدرش يعطي قرار بقدرش يعطي قرار هنا لكن أنا بالنسبالي ضامن إنه maximum هاخد فرصتين فوز هنا صح maximum هاخد فرصتين فوز خلاص انتهى", "tokens": [3224, 1829, 10874, 9307, 22653, 2423, 9307, 1863, 9957, 2423, 9307, 1863, 9957, 12602, 2407, 5016, 8315, 34105, 11933, 1829, 7435, 1829, 8315, 34105, 1392, 46811, 10943, 6024, 48506, 33962, 33546, 2304, 23758, 5296, 3794, 3224, 8978, 3224, 12174, 3215, 10943, 3224, 2245, 830, 5551, 34740, 7578, 6156, 3555, 28543, 2288, 8592, 37495, 9566, 1829, 12174, 2288, 9640, 4724, 28543, 2288, 8592, 37495, 9566, 1829, 12174, 2288, 9640, 34105, 44381, 41850, 20666, 1863, 35457, 6027, 1829, 48812, 10943, 1863, 36145, 3224, 6674, 8032, 47283, 3215, 6156, 2288, 9381, 2655, 9957, 6156, 2407, 11622, 34105, 20328, 5016, 6674, 8032, 47283, 3215, 6156, 2288, 9381, 2655, 9957, 6156, 2407, 11622, 16490, 1211, 33546, 16472, 47395, 7578], "avg_logprob": -0.15516304244165835, "compression_ratio": 1.8894230769230769, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2958.89, "end": 2959.13, "word": "هي", "probability": 0.871826171875}, {"start": 2959.13, "end": 2959.41, "word": " جاتني", "probability": 0.60498046875}, {"start": 2959.41, "end": 2959.81, "word": " الاتنين", "probability": 0.7696533203125}, {"start": 2959.81, "end": 2961.71, "word": " الاتنين", "probability": 0.8258056640625}, {"start": 2961.71, "end": 2962.95, "word": " روحنا", "probability": 0.9010009765625}, {"start": 2962.95, "end": 2963.15, "word": " هنا", "probability": 0.9931640625}, {"start": 2963.15, "end": 2963.45, "word": " إيجينا", "probability": 0.769140625}, {"start": 2963.45, "end": 2963.61, "word": " هنا", "probability": 0.99462890625}, {"start": 2963.61, "end": 2963.93, "word": " okay", "probability": 0.382568359375}, {"start": 2963.93, "end": 2964.49, "word": " تمام", "probability": 0.97119140625}, {"start": 2964.49, "end": 2964.97, "word": " الآن", "probability": 0.61669921875}, {"start": 2964.97, "end": 2965.47, "word": " الخاصم", "probability": 0.8562825520833334}, {"start": 2965.47, "end": 2965.89, "word": " هذا", "probability": 0.95654296875}, {"start": 2965.89, "end": 2968.51, "word": " لسه", "probability": 0.9664713541666666}, {"start": 2968.51, "end": 2968.67, "word": " فيه", "probability": 0.773193359375}, {"start": 2968.67, "end": 2969.03, "word": " قدامه", "probability": 0.968994140625}, {"start": 2969.03, "end": 2969.51, "word": " successors", "probability": 0.867431640625}, {"start": 2969.51, "end": 2970.01, "word": " أخرى", "probability": 0.9811197916666666}, {"start": 2970.01, "end": 2970.65, "word": " فبقدرش", "probability": 0.92626953125}, {"start": 2970.65, "end": 2970.87, "word": " يعطي", "probability": 0.9005533854166666}, {"start": 2970.87, "end": 2971.17, "word": " قرار", "probability": 0.9871419270833334}, {"start": 2971.17, "end": 2972.49, "word": " بقدرش", "probability": 0.85595703125}, {"start": 2972.49, "end": 2973.17, "word": " يعطي", "probability": 0.97216796875}, {"start": 2973.17, "end": 2973.45, "word": " قرار", "probability": 0.994140625}, {"start": 2973.45, "end": 2973.65, "word": " هنا", "probability": 0.9765625}, {"start": 2973.65, "end": 2974.29, "word": " لكن", "probability": 0.869140625}, {"start": 2974.29, "end": 2974.63, "word": " أنا", "probability": 0.87548828125}, {"start": 2974.63, "end": 2975.19, "word": " بالنسبالي", "probability": 0.9630859375}, {"start": 2975.19, "end": 2975.51, "word": " ضامن", "probability": 0.8308919270833334}, {"start": 2975.51, "end": 2976.03, "word": " إنه", "probability": 0.692626953125}, {"start": 2976.03, "end": 2977.43, "word": " maximum", "probability": 0.95751953125}, {"start": 2977.43, "end": 2978.53, "word": " هاخد", "probability": 0.89794921875}, {"start": 2978.53, "end": 2979.09, "word": " فرصتين", "probability": 0.9255859375}, {"start": 2979.09, "end": 2979.35, "word": " فوز", "probability": 0.9825846354166666}, {"start": 2979.35, "end": 2980.01, "word": " هنا", "probability": 0.98681640625}, {"start": 2980.01, "end": 2981.43, "word": " صح", "probability": 0.87744140625}, {"start": 2981.43, "end": 2981.99, "word": " maximum", "probability": 0.61865234375}, {"start": 2981.99, "end": 2982.35, "word": " هاخد", "probability": 0.9495442708333334}, {"start": 2982.35, "end": 2982.71, "word": " فرصتين", "probability": 0.8837890625}, {"start": 2982.71, "end": 2982.93, "word": " فوز", "probability": 0.9969075520833334}, {"start": 2982.93, "end": 2983.27, "word": " خلاص", "probability": 0.974609375}, {"start": 2983.27, "end": 2983.69, "word": " انتهى", "probability": 0.83203125}], "temperature": 1.0}, {"id": 129, "seek": 301305, "start": 2985.43, "end": 3013.05, "text": "Maximum هاخد فرصة ممكن يجله وعشان هيك هو صابر مارضيش يعطي رقم بينتظر لسه طيب خليه ينتظر وينكمل مدام عندي فرصتين فوز الان هدولة إيش الاحتمالات اللي ممكن أقلهم يا أكبر من اتنين يا أقل من اتنين مش هيك واحدة منهم هتطلع يا أكبر يا أقل طيب إذا كانت أكبر من اتنين هتضل اتنين مش هيك طيب إذا أقل", "tokens": [36025, 332, 449, 8032, 47283, 3215, 6156, 2288, 9381, 3660, 3714, 43020, 7251, 7435, 43761, 4032, 3615, 8592, 7649, 39896, 4117, 31439, 20328, 16758, 2288, 3714, 9640, 11242, 1829, 8592, 37495, 9566, 1829, 12602, 4587, 2304, 4724, 9957, 2655, 19913, 2288, 5296, 3794, 3224, 23032, 1829, 3555, 16490, 20292, 3224, 7251, 29399, 19913, 2288, 4032, 9957, 24793, 1211, 3714, 3215, 10943, 18871, 16254, 6156, 2288, 9381, 2655, 9957, 6156, 2407, 11622, 2423, 7649, 8032, 3215, 12610, 3660, 11933, 1829, 8592, 42963, 33753, 2304, 6027, 9307, 13672, 1829, 3714, 43020, 5551, 4587, 1211, 16095, 35186, 5551, 4117, 26890, 9154, 1975, 2655, 1863, 9957, 35186, 5551, 4587, 1211, 9154, 1975, 2655, 1863, 9957, 37893, 39896, 4117, 36764, 24401, 3660, 9154, 16095, 8032, 2655, 9566, 1211, 3615, 35186, 5551, 4117, 26890, 35186, 5551, 4587, 1211, 23032, 1829, 3555, 11933, 15730, 25961, 2655, 5551, 4117, 26890, 9154, 1975, 2655, 1863, 9957, 8032, 2655, 11242, 1211, 1975, 2655, 1863, 9957, 37893, 39896, 4117, 23032, 1829, 3555, 11933, 15730, 5551, 4587, 1211], "avg_logprob": -0.12967814478331696, "compression_ratio": 2.0778688524590163, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2985.4300000000003, "end": 2986.15, "word": "Maximum", "probability": 0.775390625}, {"start": 2986.15, "end": 2986.47, "word": " هاخد", "probability": 0.8601888020833334}, {"start": 2986.47, "end": 2986.75, "word": " فرصة", "probability": 0.88232421875}, {"start": 2986.75, "end": 2987.63, "word": " ممكن", "probability": 0.7978515625}, {"start": 2987.63, "end": 2988.01, "word": " يجله", "probability": 0.9210611979166666}, {"start": 2988.01, "end": 2989.09, "word": " وعشان", "probability": 0.840087890625}, {"start": 2989.09, "end": 2989.25, "word": " هيك", "probability": 0.9453125}, {"start": 2989.25, "end": 2989.51, "word": " هو", "probability": 0.99267578125}, {"start": 2989.51, "end": 2990.23, "word": " صابر", "probability": 0.9661458333333334}, {"start": 2990.23, "end": 2991.55, "word": " مارضيش", "probability": 0.801318359375}, {"start": 2991.55, "end": 2991.75, "word": " يعطي", "probability": 0.8974609375}, {"start": 2991.75, "end": 2992.07, "word": " رقم", "probability": 0.9840494791666666}, {"start": 2992.07, "end": 2993.41, "word": " بينتظر", "probability": 0.87587890625}, {"start": 2993.41, "end": 2993.77, "word": " لسه", "probability": 0.9759114583333334}, {"start": 2993.77, "end": 2994.25, "word": " طيب", "probability": 0.935546875}, {"start": 2994.25, "end": 2994.61, "word": " خليه", "probability": 0.7303873697916666}, {"start": 2994.61, "end": 2994.89, "word": " ينتظر", "probability": 0.986328125}, {"start": 2994.89, "end": 2995.43, "word": " وينكمل", "probability": 0.83758544921875}, {"start": 2995.43, "end": 2996.13, "word": " مدام", "probability": 0.82666015625}, {"start": 2996.13, "end": 2997.03, "word": " عندي", "probability": 0.8447265625}, {"start": 2997.03, "end": 2997.61, "word": " فرصتين", "probability": 0.9654296875}, {"start": 2997.61, "end": 2998.09, "word": " فوز", "probability": 0.9864908854166666}, {"start": 2998.09, "end": 2998.85, "word": " الان", "probability": 0.5889892578125}, {"start": 2998.85, "end": 2999.31, "word": " هدولة", "probability": 0.8118896484375}, {"start": 2999.31, "end": 2999.43, "word": " إيش", "probability": 0.7950846354166666}, {"start": 2999.43, "end": 2999.93, "word": " الاحتمالات", "probability": 0.94853515625}, {"start": 2999.93, "end": 3000.03, "word": " اللي", "probability": 0.752685546875}, {"start": 3000.03, "end": 3000.29, "word": " ممكن", "probability": 0.9951171875}, {"start": 3000.29, "end": 3000.99, "word": " أقلهم", "probability": 0.805908203125}, {"start": 3000.99, "end": 3002.31, "word": " يا", "probability": 0.2392578125}, {"start": 3002.31, "end": 3002.55, "word": " أكبر", "probability": 0.9563802083333334}, {"start": 3002.55, "end": 3002.67, "word": " من", "probability": 0.9921875}, {"start": 3002.67, "end": 3002.87, "word": " اتنين", "probability": 0.9168701171875}, {"start": 3002.87, "end": 3002.97, "word": " يا", "probability": 0.8359375}, {"start": 3002.97, "end": 3003.15, "word": " أقل", "probability": 0.9690755208333334}, {"start": 3003.15, "end": 3003.27, "word": " من", "probability": 0.99462890625}, {"start": 3003.27, "end": 3003.65, "word": " اتنين", "probability": 0.978759765625}, {"start": 3003.65, "end": 3003.97, "word": " مش", "probability": 0.8701171875}, {"start": 3003.97, "end": 3004.27, "word": " هيك", "probability": 0.95068359375}, {"start": 3004.27, "end": 3004.81, "word": " واحدة", "probability": 0.8566080729166666}, {"start": 3004.81, "end": 3005.05, "word": " منهم", "probability": 0.990234375}, {"start": 3005.05, "end": 3005.43, "word": " هتطلع", "probability": 0.91982421875}, {"start": 3005.43, "end": 3005.51, "word": " يا", "probability": 0.55029296875}, {"start": 3005.51, "end": 3005.75, "word": " أكبر", "probability": 0.9578450520833334}, {"start": 3005.75, "end": 3005.83, "word": " يا", "probability": 0.9638671875}, {"start": 3005.83, "end": 3006.05, "word": " أقل", "probability": 0.9781901041666666}, {"start": 3006.05, "end": 3006.47, "word": " طيب", "probability": 0.9534505208333334}, {"start": 3006.47, "end": 3006.77, "word": " إذا", "probability": 0.925537109375}, {"start": 3006.77, "end": 3007.07, "word": " كانت", "probability": 0.97705078125}, {"start": 3007.07, "end": 3007.39, "word": " أكبر", "probability": 0.9650065104166666}, {"start": 3007.39, "end": 3007.57, "word": " من", "probability": 0.99658203125}, {"start": 3007.57, "end": 3008.01, "word": " اتنين", "probability": 0.9736328125}, {"start": 3008.01, "end": 3010.69, "word": " هتضل", "probability": 0.916015625}, {"start": 3010.69, "end": 3011.15, "word": " اتنين", "probability": 0.9783935546875}, {"start": 3011.15, "end": 3011.85, "word": " مش", "probability": 0.9619140625}, {"start": 3011.85, "end": 3012.21, "word": " هيك", "probability": 0.996826171875}, {"start": 3012.21, "end": 3012.57, "word": " طيب", "probability": 0.9117838541666666}, {"start": 3012.57, "end": 3012.71, "word": " إذا", "probability": 0.964111328125}, {"start": 3012.71, "end": 3013.05, "word": " أقل", "probability": 0.9806315104166666}], "temperature": 1.0}, {"id": 130, "seek": 304076, "start": 3014.24, "end": 3040.76, "text": "هتجل هد معناته هتجل السؤال الآن هل أنا معنى أجي أتحرك في الإتنين و أنا أصلا عنده at least المفروض تلت فرص طب ليش أروح للإتنين؟ مش شاك؟ ليش أروح للإتنين إذا أنا من الأساس في branch تاني كان يعطيني at least تلاتة فأروح الإتنين ليش؟ فمعنى ذلك مافيش داعي أصلا أفحصهم هدول لا داعي أطلاقا أفحصهم", "tokens": [3224, 2655, 7435, 1211, 8032, 3215, 20449, 8315, 47395, 8032, 2655, 7435, 1211, 21136, 33604, 6027, 6024, 48506, 8032, 1211, 41850, 20449, 1863, 7578, 5551, 7435, 1829, 5551, 2655, 5016, 31747, 8978, 33688, 2655, 1863, 9957, 4032, 41850, 5551, 9381, 15040, 43242, 3224, 412, 1935, 9673, 5172, 32887, 11242, 6055, 1211, 2655, 6156, 2288, 9381, 23032, 3555, 32239, 8592, 5551, 32887, 5016, 24976, 28814, 2655, 1863, 9957, 22807, 37893, 13412, 995, 4117, 22807, 32239, 8592, 5551, 32887, 5016, 24976, 28814, 2655, 1863, 9957, 11933, 15730, 41850, 9154, 16247, 3794, 32277, 8978, 9819, 6055, 7649, 1829, 25961, 37495, 9566, 9957, 1829, 412, 1935, 6055, 1211, 9307, 3660, 6156, 10721, 32887, 5016, 33688, 2655, 1863, 9957, 32239, 8592, 22807, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 19446, 41185, 8592, 11778, 45761, 1829, 5551, 9381, 15040, 5551, 5172, 5016, 9381, 16095, 8032, 3215, 12610, 20193, 11778, 45761, 1829, 5551, 9566, 15040, 4587, 995, 5551, 5172, 5016, 9381, 16095], "avg_logprob": -0.14713540959816712, "compression_ratio": 1.992063492063492, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 3014.24, "end": 3014.82, "word": "هتجل", "probability": 0.71624755859375}, {"start": 3014.82, "end": 3015.64, "word": " هد", "probability": 0.3697509765625}, {"start": 3015.64, "end": 3015.96, "word": " معناته", "probability": 0.9083658854166666}, {"start": 3015.96, "end": 3016.42, "word": " هتجل", "probability": 0.9765625}, {"start": 3016.42, "end": 3017.1, "word": " السؤال", "probability": 0.9319661458333334}, {"start": 3017.1, "end": 3017.52, "word": " الآن", "probability": 0.74560546875}, {"start": 3017.52, "end": 3018.3, "word": " هل", "probability": 0.91259765625}, {"start": 3018.3, "end": 3018.56, "word": " أنا", "probability": 0.73681640625}, {"start": 3018.56, "end": 3019.24, "word": " معنى", "probability": 0.80712890625}, {"start": 3019.24, "end": 3019.72, "word": " أجي", "probability": 0.8470052083333334}, {"start": 3019.72, "end": 3020.22, "word": " أتحرك", "probability": 0.9454345703125}, {"start": 3020.22, "end": 3020.36, "word": " في", "probability": 0.90478515625}, {"start": 3020.36, "end": 3020.8, "word": " الإتنين", "probability": 0.79132080078125}, {"start": 3020.8, "end": 3020.92, "word": " و", "probability": 0.69970703125}, {"start": 3020.92, "end": 3021.04, "word": " أنا", "probability": 0.61669921875}, {"start": 3021.04, "end": 3021.34, "word": " أصلا", "probability": 0.8932291666666666}, {"start": 3021.34, "end": 3022.78, "word": " عنده", "probability": 0.731201171875}, {"start": 3022.78, "end": 3023.06, "word": " at", "probability": 0.92578125}, {"start": 3023.06, "end": 3023.46, "word": " least", "probability": 0.9716796875}, {"start": 3023.46, "end": 3023.88, "word": " المفروض", "probability": 0.9896240234375}, {"start": 3023.88, "end": 3024.12, "word": " تلت", "probability": 0.7849934895833334}, {"start": 3024.12, "end": 3024.52, "word": " فرص", "probability": 0.99365234375}, {"start": 3024.52, "end": 3025.28, "word": " طب", "probability": 0.698486328125}, {"start": 3025.28, "end": 3025.4, "word": " ليش", "probability": 0.978515625}, {"start": 3025.4, "end": 3025.6, "word": " أروح", "probability": 0.9547526041666666}, {"start": 3025.6, "end": 3026.78, "word": " للإتنين؟", "probability": 0.8599446614583334}, {"start": 3026.78, "end": 3026.98, "word": " مش", "probability": 0.9560546875}, {"start": 3026.98, "end": 3028.2, "word": " شاك؟", "probability": 0.780029296875}, {"start": 3028.2, "end": 3028.62, "word": " ليش", "probability": 0.98291015625}, {"start": 3028.62, "end": 3029.0, "word": " أروح", "probability": 0.9886067708333334}, {"start": 3029.0, "end": 3029.62, "word": " للإتنين", "probability": 0.9525390625}, {"start": 3029.62, "end": 3030.02, "word": " إذا", "probability": 0.919921875}, {"start": 3030.02, "end": 3030.24, "word": " أنا", "probability": 0.92626953125}, {"start": 3030.24, "end": 3030.4, "word": " من", "probability": 0.98095703125}, {"start": 3030.4, "end": 3030.96, "word": " الأساس", "probability": 0.9716796875}, {"start": 3030.96, "end": 3031.1, "word": " في", "probability": 0.9306640625}, {"start": 3031.1, "end": 3031.36, "word": " branch", "probability": 0.6962890625}, {"start": 3031.36, "end": 3031.6, "word": " تاني", "probability": 0.9798177083333334}, {"start": 3031.6, "end": 3031.76, "word": " كان", "probability": 0.966796875}, {"start": 3031.76, "end": 3032.1, "word": " يعطيني", "probability": 0.8841552734375}, {"start": 3032.1, "end": 3032.42, "word": " at", "probability": 0.95263671875}, {"start": 3032.42, "end": 3033.02, "word": " least", "probability": 0.9833984375}, {"start": 3033.02, "end": 3033.74, "word": " تلاتة", "probability": 0.9375}, {"start": 3033.74, "end": 3034.62, "word": " فأروح", "probability": 0.8812255859375}, {"start": 3034.62, "end": 3034.94, "word": " الإتنين", "probability": 0.95703125}, {"start": 3034.94, "end": 3035.98, "word": " ليش؟", "probability": 0.9015299479166666}, {"start": 3035.98, "end": 3036.38, "word": " فمعنى", "probability": 0.90888671875}, {"start": 3036.38, "end": 3036.64, "word": " ذلك", "probability": 0.99169921875}, {"start": 3036.64, "end": 3037.08, "word": " مافيش", "probability": 0.8287760416666666}, {"start": 3037.08, "end": 3037.38, "word": " داعي", "probability": 0.9547526041666666}, {"start": 3037.38, "end": 3037.62, "word": " أصلا", "probability": 0.9230143229166666}, {"start": 3037.62, "end": 3038.08, "word": " أفحصهم", "probability": 0.8896484375}, {"start": 3038.08, "end": 3038.38, "word": " هدول", "probability": 0.9461263020833334}, {"start": 3038.38, "end": 3039.42, "word": " لا", "probability": 0.70361328125}, {"start": 3039.42, "end": 3039.68, "word": " داعي", "probability": 0.9656575520833334}, {"start": 3039.68, "end": 3040.18, "word": " أطلاقا", "probability": 0.77080078125}, {"start": 3040.18, "end": 3040.76, "word": " أفحصهم", "probability": 0.8548828125}], "temperature": 1.0}, {"id": 131, "seek": 306173, "start": 3041.77, "end": 3061.73, "text": "مش هيعطوني إشي، هي الفكرة، مش هيعطوني أفضل من اللي حصلت عليه من ال branch الأول، التلاتة، فأعمل لبرونينج هنا، هنا اختلفت هي عن ال minimax، أنا مش هكمل، لأ، هاخد شواهد تقول إن لأ هذا ال branch مافيش داعي أتكمل فيه، طيب ال branch التالت", "tokens": [2304, 8592, 39896, 3615, 9566, 11536, 1829, 11933, 8592, 1829, 12399, 39896, 27188, 4117, 25720, 12399, 37893, 39896, 3615, 9566, 11536, 1829, 5551, 5172, 11242, 1211, 9154, 13672, 1829, 11331, 36520, 2655, 47356, 9154, 2423, 9819, 16247, 12610, 12399, 16712, 1211, 9307, 3660, 12399, 6156, 10721, 25957, 1211, 5296, 3555, 2288, 11536, 9957, 7435, 34105, 12399, 34105, 1975, 46456, 46538, 2655, 39896, 18871, 2423, 4464, 2797, 12399, 41850, 37893, 8032, 24793, 1211, 12399, 5296, 10721, 12399, 8032, 47283, 3215, 13412, 14407, 3224, 3215, 6055, 39648, 36145, 5296, 10721, 23758, 2423, 9819, 19446, 41185, 8592, 11778, 45761, 1829, 5551, 2655, 24793, 1211, 8978, 3224, 12399, 23032, 1829, 3555, 2423, 9819, 16712, 6027, 2655], "avg_logprob": -0.18086283607820494, "compression_ratio": 1.8598130841121496, "no_speech_prob": 8.165836334228516e-06, "words": [{"start": 3041.77, "end": 3042.05, "word": "مش", "probability": 0.908447265625}, {"start": 3042.05, "end": 3042.55, "word": " هيعطوني", "probability": 0.84814453125}, {"start": 3042.55, "end": 3043.25, "word": " إشي،", "probability": 0.68804931640625}, {"start": 3043.25, "end": 3043.35, "word": " هي", "probability": 0.5693359375}, {"start": 3043.35, "end": 3043.91, "word": " الفكرة،", "probability": 0.86541748046875}, {"start": 3043.91, "end": 3044.07, "word": " مش", "probability": 0.78369140625}, {"start": 3044.07, "end": 3044.49, "word": " هيعطوني", "probability": 0.97626953125}, {"start": 3044.49, "end": 3044.81, "word": " أفضل", "probability": 0.9970703125}, {"start": 3044.81, "end": 3044.97, "word": " من", "probability": 0.96142578125}, {"start": 3044.97, "end": 3045.13, "word": " اللي", "probability": 0.9609375}, {"start": 3045.13, "end": 3045.49, "word": " حصلت", "probability": 0.9612630208333334}, {"start": 3045.49, "end": 3045.63, "word": " عليه", "probability": 0.904296875}, {"start": 3045.63, "end": 3045.75, "word": " من", "probability": 0.9912109375}, {"start": 3045.75, "end": 3045.81, "word": " ال", "probability": 0.98681640625}, {"start": 3045.81, "end": 3046.03, "word": " branch", "probability": 0.794921875}, {"start": 3046.03, "end": 3046.89, "word": " الأول،", "probability": 0.9036458333333334}, {"start": 3046.89, "end": 3047.69, "word": " التلاتة،", "probability": 0.9162109375}, {"start": 3047.69, "end": 3048.09, "word": " فأعمل", "probability": 0.815673828125}, {"start": 3048.09, "end": 3048.53, "word": " لبرونينج", "probability": 0.5040283203125}, {"start": 3048.53, "end": 3049.45, "word": " هنا،", "probability": 0.75634765625}, {"start": 3049.45, "end": 3050.47, "word": " هنا", "probability": 0.97998046875}, {"start": 3050.47, "end": 3050.95, "word": " اختلفت", "probability": 0.8997802734375}, {"start": 3050.95, "end": 3051.05, "word": " هي", "probability": 0.9140625}, {"start": 3051.05, "end": 3051.27, "word": " عن", "probability": 0.9921875}, {"start": 3051.27, "end": 3051.65, "word": " ال", "probability": 0.97900390625}, {"start": 3051.65, "end": 3052.55, "word": " minimax،", "probability": 0.7724609375}, {"start": 3052.55, "end": 3052.67, "word": " أنا", "probability": 0.85205078125}, {"start": 3052.67, "end": 3052.77, "word": " مش", "probability": 0.994140625}, {"start": 3052.77, "end": 3053.53, "word": " هكمل،", "probability": 0.96435546875}, {"start": 3053.53, "end": 3053.87, "word": " لأ،", "probability": 0.8723958333333334}, {"start": 3053.87, "end": 3054.35, "word": " هاخد", "probability": 0.8479817708333334}, {"start": 3054.35, "end": 3054.87, "word": " شواهد", "probability": 0.9927978515625}, {"start": 3054.87, "end": 3055.37, "word": " تقول", "probability": 0.891357421875}, {"start": 3055.37, "end": 3055.51, "word": " إن", "probability": 0.7734375}, {"start": 3055.51, "end": 3055.67, "word": " لأ", "probability": 0.910888671875}, {"start": 3055.67, "end": 3055.85, "word": " هذا", "probability": 0.7490234375}, {"start": 3055.85, "end": 3055.95, "word": " ال", "probability": 0.9775390625}, {"start": 3055.95, "end": 3056.13, "word": " branch", "probability": 0.87451171875}, {"start": 3056.13, "end": 3056.41, "word": " مافيش", "probability": 0.8548177083333334}, {"start": 3056.41, "end": 3056.53, "word": " داعي", "probability": 0.7609049479166666}, {"start": 3056.53, "end": 3056.91, "word": " أتكمل", "probability": 0.8768310546875}, {"start": 3056.91, "end": 3057.55, "word": " فيه،", "probability": 0.8740234375}, {"start": 3057.55, "end": 3057.91, "word": " طيب", "probability": 0.958984375}, {"start": 3057.91, "end": 3060.99, "word": " ال", "probability": 0.791015625}, {"start": 3060.99, "end": 3061.23, "word": " branch", "probability": 0.89794921875}, {"start": 3061.23, "end": 3061.73, "word": " التالت", "probability": 0.9913736979166666}], "temperature": 1.0}, {"id": 132, "seek": 309178, "start": 3062.64, "end": 3091.78, "text": "فحصلنا وجدنا فيه عندي 14 فرصة تفوز .. اه ممتاز .. كويس معناته هذا ممكن مقسمه هيعطيني 14 فرصة تفوز .. قد يقله لكن جدير بالاهتمام انه اكمل .. قد يكون احسن من التلاتة لاحظوا .. فإذا هنا شوف ايش كتبنا لعندي الآن صار عندي فرص اما اقل اشي 3 فرص للفوز و لعندي الآن اكتر اشي 14 فرصة لكن مثبتناش", "tokens": [5172, 5016, 36520, 8315, 49610, 3215, 8315, 8978, 3224, 18871, 16254, 3499, 6156, 2288, 9381, 3660, 6055, 5172, 2407, 11622, 4386, 1975, 3224, 3714, 2304, 2655, 31377, 4386, 9122, 45865, 3794, 20449, 8315, 47395, 23758, 3714, 43020, 3714, 4587, 38251, 3224, 39896, 3615, 9566, 9957, 1829, 3499, 6156, 2288, 9381, 3660, 6055, 5172, 2407, 11622, 4386, 12174, 3215, 7251, 4587, 1211, 3224, 44381, 10874, 3215, 13546, 20666, 40294, 39237, 10943, 16472, 3224, 1975, 24793, 1211, 4386, 12174, 3215, 7251, 30544, 1975, 5016, 3794, 1863, 9154, 16712, 1211, 9307, 3660, 20193, 5016, 19913, 14407, 4386, 6156, 28814, 15730, 34105, 13412, 38688, 1975, 1829, 8592, 9122, 2655, 3555, 8315, 5296, 3615, 1863, 16254, 6024, 48506, 20328, 9640, 18871, 16254, 6156, 2288, 9381, 1975, 15042, 1975, 4587, 1211, 1975, 8592, 1829, 805, 6156, 2288, 9381, 24976, 5172, 2407, 11622, 4032, 5296, 3615, 1863, 16254, 6024, 48506, 1975, 4117, 2655, 2288, 1975, 8592, 1829, 3499, 6156, 2288, 9381, 3660, 44381, 3714, 12984, 3555, 2655, 1863, 33599], "avg_logprob": -0.2076303609675425, "compression_ratio": 1.9879518072289157, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 3062.64, "end": 3063.2, "word": "فحصلنا", "probability": 0.7816162109375}, {"start": 3063.2, "end": 3063.5, "word": " وجدنا", "probability": 0.87158203125}, {"start": 3063.5, "end": 3063.64, "word": " فيه", "probability": 0.475830078125}, {"start": 3063.64, "end": 3063.76, "word": " عندي", "probability": 0.6396484375}, {"start": 3063.76, "end": 3064.12, "word": " 14", "probability": 0.634765625}, {"start": 3064.12, "end": 3064.62, "word": " فرصة", "probability": 0.927001953125}, {"start": 3064.62, "end": 3064.82, "word": " تفوز", "probability": 0.8638916015625}, {"start": 3064.82, "end": 3064.9, "word": " ..", "probability": 0.461181640625}, {"start": 3064.9, "end": 3064.96, "word": " اه", "probability": 0.5928955078125}, {"start": 3064.96, "end": 3065.34, "word": " ممتاز", "probability": 0.9591064453125}, {"start": 3065.34, "end": 3065.42, "word": " ..", "probability": 0.46240234375}, {"start": 3065.42, "end": 3065.8, "word": " كويس", "probability": 0.9412434895833334}, {"start": 3065.8, "end": 3066.34, "word": " معناته", "probability": 0.7591145833333334}, {"start": 3066.34, "end": 3066.58, "word": " هذا", "probability": 0.60546875}, {"start": 3066.58, "end": 3067.0, "word": " ممكن", "probability": 0.98388671875}, {"start": 3067.0, "end": 3068.12, "word": " مقسمه", "probability": 0.625244140625}, {"start": 3068.12, "end": 3068.56, "word": " هيعطيني", "probability": 0.6777099609375}, {"start": 3068.56, "end": 3068.88, "word": " 14", "probability": 0.76025390625}, {"start": 3068.88, "end": 3069.84, "word": " فرصة", "probability": 0.986083984375}, {"start": 3069.84, "end": 3070.16, "word": " تفوز", "probability": 0.883544921875}, {"start": 3070.16, "end": 3070.4, "word": " ..", "probability": 0.57421875}, {"start": 3070.4, "end": 3070.6, "word": " قد", "probability": 0.974853515625}, {"start": 3070.6, "end": 3071.16, "word": " يقله", "probability": 0.78436279296875}, {"start": 3071.16, "end": 3072.22, "word": " لكن", "probability": 0.630859375}, {"start": 3072.22, "end": 3073.58, "word": " جدير", "probability": 0.8385416666666666}, {"start": 3073.58, "end": 3074.36, "word": " بالاهتمام", "probability": 0.9696044921875}, {"start": 3074.36, "end": 3074.58, "word": " انه", "probability": 0.744873046875}, {"start": 3074.58, "end": 3075.1, "word": " اكمل", "probability": 0.91552734375}, {"start": 3075.1, "end": 3075.34, "word": " ..", "probability": 0.7021484375}, {"start": 3075.34, "end": 3075.52, "word": " قد", "probability": 0.97998046875}, {"start": 3075.52, "end": 3075.74, "word": " يكون", "probability": 0.99267578125}, {"start": 3075.74, "end": 3076.12, "word": " احسن", "probability": 0.85076904296875}, {"start": 3076.12, "end": 3076.26, "word": " من", "probability": 0.9951171875}, {"start": 3076.26, "end": 3077.16, "word": " التلاتة", "probability": 0.9295654296875}, {"start": 3077.16, "end": 3078.94, "word": " لاحظوا", "probability": 0.79962158203125}, {"start": 3078.94, "end": 3079.16, "word": " ..", "probability": 0.65087890625}, {"start": 3079.16, "end": 3079.42, "word": " فإذا", "probability": 0.8419596354166666}, {"start": 3079.42, "end": 3079.68, "word": " هنا", "probability": 0.9345703125}, {"start": 3079.68, "end": 3079.88, "word": " شوف", "probability": 0.974609375}, {"start": 3079.88, "end": 3080.02, "word": " ايش", "probability": 0.7428385416666666}, {"start": 3080.02, "end": 3080.48, "word": " كتبنا", "probability": 0.9945068359375}, {"start": 3080.48, "end": 3082.28, "word": " لعندي", "probability": 0.77154541015625}, {"start": 3082.28, "end": 3082.5, "word": " الآن", "probability": 0.798583984375}, {"start": 3082.5, "end": 3082.72, "word": " صار", "probability": 0.960205078125}, {"start": 3082.72, "end": 3082.96, "word": " عندي", "probability": 0.8818359375}, {"start": 3082.96, "end": 3083.36, "word": " فرص", "probability": 0.9957682291666666}, {"start": 3083.36, "end": 3084.46, "word": " اما", "probability": 0.8271484375}, {"start": 3084.46, "end": 3085.22, "word": " اقل", "probability": 0.9283854166666666}, {"start": 3085.22, "end": 3085.62, "word": " اشي", "probability": 0.87255859375}, {"start": 3085.62, "end": 3086.02, "word": " 3", "probability": 0.428466796875}, {"start": 3086.02, "end": 3086.38, "word": " فرص", "probability": 0.9964192708333334}, {"start": 3086.38, "end": 3086.92, "word": " للفوز", "probability": 0.9615478515625}, {"start": 3086.92, "end": 3087.24, "word": " و", "probability": 0.432861328125}, {"start": 3087.24, "end": 3087.52, "word": " لعندي", "probability": 0.947509765625}, {"start": 3087.52, "end": 3087.74, "word": " الآن", "probability": 0.646728515625}, {"start": 3087.74, "end": 3088.14, "word": " اكتر", "probability": 0.95654296875}, {"start": 3088.14, "end": 3088.4, "word": " اشي", "probability": 0.9703776041666666}, {"start": 3088.4, "end": 3088.82, "word": " 14", "probability": 0.97607421875}, {"start": 3088.82, "end": 3089.48, "word": " فرصة", "probability": 0.99609375}, {"start": 3089.48, "end": 3090.36, "word": " لكن", "probability": 0.74658203125}, {"start": 3090.36, "end": 3091.78, "word": " مثبتناش", "probability": 0.8131917317708334}], "temperature": 1.0}, {"id": 133, "seek": 311485, "start": 3092.93, "end": 3114.85, "text": "كويس نكمل نشوف التانية التانية طبعا هتيجينا اظن اه عاملهم كلهم خمسة التانية فخلينا احنا نفترضها من عندنا لحالنا عاملها خمسة لنختصرها فالخمسة هد ايش بتخلي يتغير عندى؟ صار عندى هنا خمسة وصار عندى هنا خمسة بس مزالة الخمسة جديرة بالمحاولة بالتكميل", "tokens": [4117, 45865, 3794, 8717, 24793, 1211, 8717, 8592, 38688, 16712, 7649, 10632, 16712, 7649, 10632, 23032, 3555, 3615, 995, 8032, 31371, 7435, 1829, 8315, 1975, 19913, 1863, 1975, 3224, 6225, 10943, 1211, 16095, 28242, 16095, 16490, 2304, 3794, 3660, 16712, 7649, 10632, 6156, 9778, 1211, 9957, 995, 1975, 5016, 8315, 8717, 5172, 2655, 43042, 11296, 9154, 43242, 8315, 5296, 5016, 6027, 8315, 6225, 10943, 1211, 11296, 16490, 2304, 3794, 3660, 5296, 1863, 46456, 9381, 2288, 11296, 6156, 6027, 9778, 2304, 3794, 3660, 8032, 3215, 1975, 1829, 8592, 39894, 9778, 20292, 7251, 2655, 17082, 13546, 43242, 7578, 22807, 20328, 9640, 43242, 7578, 34105, 16490, 2304, 3794, 3660, 4032, 9381, 9640, 43242, 7578, 34105, 16490, 2304, 3794, 3660, 4724, 3794, 3714, 11622, 6027, 3660, 33962, 2304, 3794, 3660, 10874, 16254, 25720, 20666, 2304, 5016, 995, 12610, 3660, 20666, 2655, 24793, 26895], "avg_logprob": -0.15055803869451795, "compression_ratio": 2.1921182266009853, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 3092.93, "end": 3093.33, "word": "كويس", "probability": 0.9205729166666666}, {"start": 3093.33, "end": 3094.25, "word": " نكمل", "probability": 0.6827799479166666}, {"start": 3094.25, "end": 3094.51, "word": " نشوف", "probability": 0.8321940104166666}, {"start": 3094.51, "end": 3094.99, "word": " التانية", "probability": 0.97900390625}, {"start": 3094.99, "end": 3096.71, "word": " التانية", "probability": 0.8572591145833334}, {"start": 3096.71, "end": 3097.01, "word": " طبعا", "probability": 0.98388671875}, {"start": 3097.01, "end": 3097.63, "word": " هتيجينا", "probability": 0.7564453125}, {"start": 3097.63, "end": 3097.91, "word": " اظن", "probability": 0.767578125}, {"start": 3097.91, "end": 3098.31, "word": " اه", "probability": 0.77685546875}, {"start": 3098.31, "end": 3098.97, "word": " عاملهم", "probability": 0.8905029296875}, {"start": 3098.97, "end": 3099.31, "word": " كلهم", "probability": 0.98828125}, {"start": 3099.31, "end": 3099.97, "word": " خمسة", "probability": 0.869873046875}, {"start": 3099.97, "end": 3100.37, "word": " التانية", "probability": 0.8182779947916666}, {"start": 3100.37, "end": 3100.95, "word": " فخلينا", "probability": 0.8580078125}, {"start": 3100.95, "end": 3101.11, "word": " احنا", "probability": 0.8837890625}, {"start": 3101.11, "end": 3101.53, "word": " نفترضها", "probability": 0.957421875}, {"start": 3101.53, "end": 3101.61, "word": " من", "probability": 0.810546875}, {"start": 3101.61, "end": 3101.81, "word": " عندنا", "probability": 0.919189453125}, {"start": 3101.81, "end": 3102.13, "word": " لحالنا", "probability": 0.9798583984375}, {"start": 3102.13, "end": 3102.75, "word": " عاملها", "probability": 0.89404296875}, {"start": 3102.75, "end": 3103.35, "word": " خمسة", "probability": 0.984619140625}, {"start": 3103.35, "end": 3104.59, "word": " لنختصرها", "probability": 0.83251953125}, {"start": 3104.59, "end": 3105.53, "word": " فالخمسة", "probability": 0.9755045572916666}, {"start": 3105.53, "end": 3105.67, "word": " هد", "probability": 0.55078125}, {"start": 3105.67, "end": 3105.85, "word": " ايش", "probability": 0.77099609375}, {"start": 3105.85, "end": 3106.31, "word": " بتخلي", "probability": 0.9361979166666666}, {"start": 3106.31, "end": 3107.43, "word": " يتغير", "probability": 0.9825439453125}, {"start": 3107.43, "end": 3107.83, "word": " عندى؟", "probability": 0.583740234375}, {"start": 3107.83, "end": 3107.99, "word": " صار", "probability": 0.91943359375}, {"start": 3107.99, "end": 3108.17, "word": " عندى", "probability": 0.864990234375}, {"start": 3108.17, "end": 3108.29, "word": " هنا", "probability": 0.9287109375}, {"start": 3108.29, "end": 3109.17, "word": " خمسة", "probability": 0.995849609375}, {"start": 3109.17, "end": 3110.01, "word": " وصار", "probability": 0.8575846354166666}, {"start": 3110.01, "end": 3110.23, "word": " عندى", "probability": 0.937744140625}, {"start": 3110.23, "end": 3110.35, "word": " هنا", "probability": 0.986328125}, {"start": 3110.35, "end": 3111.41, "word": " خمسة", "probability": 0.997802734375}, {"start": 3111.41, "end": 3111.71, "word": " بس", "probability": 0.91064453125}, {"start": 3111.71, "end": 3112.25, "word": " مزالة", "probability": 0.7564697265625}, {"start": 3112.25, "end": 3112.93, "word": " الخمسة", "probability": 0.98583984375}, {"start": 3112.93, "end": 3113.63, "word": " جديرة", "probability": 0.669677734375}, {"start": 3113.63, "end": 3114.25, "word": " بالمحاولة", "probability": 0.98095703125}, {"start": 3114.25, "end": 3114.85, "word": " بالتكميل", "probability": 0.8514404296875}], "temperature": 1.0}, {"id": 134, "seek": 314195, "start": 3115.61, "end": 3141.95, "text": "ليش؟ لأنه لو مشيت على جد خمسة إجتني هنا خمسة فأكثر فانا ضامن أنه هتبقى الخمسة في الحالة هذه هنا هروح أثبت خمسة و هختار ال branch هذا ال branch ال branch هذا إذا فعلا ماطلعليش أقل طيب إذا طلع أقل", "tokens": [20292, 8592, 22807, 5296, 33456, 3224, 45164, 37893, 36081, 15844, 10874, 3215, 16490, 2304, 3794, 3660, 11933, 7435, 2655, 22653, 34105, 16490, 2304, 3794, 3660, 6156, 10721, 4117, 49115, 6156, 7649, 995, 48812, 10943, 1863, 14739, 3224, 8032, 2655, 3555, 4587, 7578, 33962, 2304, 3794, 3660, 8978, 21542, 6027, 3660, 29538, 34105, 8032, 32887, 5016, 5551, 12984, 3555, 2655, 16490, 2304, 3794, 3660, 4032, 8032, 46456, 9640, 2423, 9819, 23758, 2423, 9819, 2423, 9819, 23758, 11933, 15730, 6156, 3615, 15040, 19446, 9566, 1211, 3615, 20292, 8592, 5551, 4587, 1211, 23032, 1829, 3555, 11933, 15730, 23032, 1211, 3615, 5551, 4587, 1211], "avg_logprob": -0.15485767680819673, "compression_ratio": 1.7934782608695652, "no_speech_prob": 0.0, "words": [{"start": 3115.61, "end": 3116.27, "word": "ليش؟", "probability": 0.8380533854166666}, {"start": 3116.27, "end": 3117.03, "word": " لأنه", "probability": 0.875}, {"start": 3117.03, "end": 3117.59, "word": " لو", "probability": 0.96240234375}, {"start": 3117.59, "end": 3119.03, "word": " مشيت", "probability": 0.842041015625}, {"start": 3119.03, "end": 3119.23, "word": " على", "probability": 0.87451171875}, {"start": 3119.23, "end": 3119.49, "word": " جد", "probability": 0.991943359375}, {"start": 3119.49, "end": 3119.95, "word": " خمسة", "probability": 0.962890625}, {"start": 3119.95, "end": 3120.31, "word": " إجتني", "probability": 0.67193603515625}, {"start": 3120.31, "end": 3120.53, "word": " هنا", "probability": 0.93603515625}, {"start": 3120.53, "end": 3121.63, "word": " خمسة", "probability": 0.98974609375}, {"start": 3121.63, "end": 3122.57, "word": " فأكثر", "probability": 0.951904296875}, {"start": 3122.57, "end": 3124.31, "word": " فانا", "probability": 0.7775065104166666}, {"start": 3124.31, "end": 3124.61, "word": " ضامن", "probability": 0.8922526041666666}, {"start": 3124.61, "end": 3124.79, "word": " أنه", "probability": 0.6968994140625}, {"start": 3124.79, "end": 3125.05, "word": " هتبقى", "probability": 0.744189453125}, {"start": 3125.05, "end": 3125.59, "word": " الخمسة", "probability": 0.9666748046875}, {"start": 3125.59, "end": 3126.43, "word": " في", "probability": 0.40869140625}, {"start": 3126.43, "end": 3126.75, "word": " الحالة", "probability": 0.9861653645833334}, {"start": 3126.75, "end": 3126.93, "word": " هذه", "probability": 0.72509765625}, {"start": 3126.93, "end": 3127.09, "word": " هنا", "probability": 0.5439453125}, {"start": 3127.09, "end": 3127.35, "word": " هروح", "probability": 0.9524739583333334}, {"start": 3127.35, "end": 3127.83, "word": " أثبت", "probability": 0.9549560546875}, {"start": 3127.83, "end": 3129.19, "word": " خمسة", "probability": 0.9923095703125}, {"start": 3129.19, "end": 3130.17, "word": " و", "probability": 0.84912109375}, {"start": 3130.17, "end": 3130.71, "word": " هختار", "probability": 0.75927734375}, {"start": 3130.71, "end": 3131.11, "word": " ال", "probability": 0.95166015625}, {"start": 3131.11, "end": 3131.45, "word": " branch", "probability": 0.92919921875}, {"start": 3131.45, "end": 3132.01, "word": " هذا", "probability": 0.8046875}, {"start": 3132.01, "end": 3132.31, "word": " ال", "probability": 0.83740234375}, {"start": 3132.31, "end": 3133.39, "word": " branch", "probability": 0.89111328125}, {"start": 3133.39, "end": 3135.59, "word": " ال", "probability": 0.48583984375}, {"start": 3135.59, "end": 3135.91, "word": " branch", "probability": 0.876953125}, {"start": 3135.91, "end": 3136.27, "word": " هذا", "probability": 0.95654296875}, {"start": 3136.27, "end": 3137.41, "word": " إذا", "probability": 0.866455078125}, {"start": 3137.41, "end": 3137.77, "word": " فعلا", "probability": 0.9388020833333334}, {"start": 3137.77, "end": 3139.69, "word": " ماطلعليش", "probability": 0.7471110026041666}, {"start": 3139.69, "end": 3139.95, "word": " أقل", "probability": 0.9833984375}, {"start": 3139.95, "end": 3140.53, "word": " طيب", "probability": 0.8948567708333334}, {"start": 3140.53, "end": 3141.27, "word": " إذا", "probability": 0.918701171875}, {"start": 3141.27, "end": 3141.55, "word": " طلع", "probability": 0.9864908854166666}, {"start": 3141.55, "end": 3141.95, "word": " أقل", "probability": 0.9767252604166666}], "temperature": 1.0}, {"id": 135, "seek": 316340, "start": 3143.34, "end": 3163.4, "text": "من خمسة هنا بدنا نتأكد اللي أقل من خمسة هذا إيش علاقته بالتلاتة إذا أقل من تلاتة خلاص stop واجف خلينا مع التلاتة بنوقف و بنضل مع التلاتة اه هنا لعزي حتى الآن", "tokens": [27842, 16490, 2304, 3794, 3660, 34105, 47525, 8315, 8717, 2655, 10721, 4117, 3215, 13672, 1829, 5551, 4587, 1211, 9154, 16490, 2304, 3794, 3660, 23758, 11933, 1829, 8592, 11203, 995, 38149, 3224, 20666, 2655, 1211, 9307, 3660, 11933, 15730, 5551, 4587, 1211, 9154, 6055, 1211, 9307, 3660, 16490, 1211, 33546, 1590, 4032, 26108, 5172, 16490, 1211, 9957, 995, 20449, 16712, 1211, 9307, 3660, 44945, 30543, 5172, 4032, 44945, 11242, 1211, 20449, 16712, 1211, 9307, 3660, 1975, 3224, 34105, 5296, 3615, 11622, 1829, 11331, 49975, 6024, 48506], "avg_logprob": -0.19930958574594454, "compression_ratio": 1.8169934640522876, "no_speech_prob": 2.5033950805664062e-06, "words": [{"start": 3143.34, "end": 3143.62, "word": "من", "probability": 0.935546875}, {"start": 3143.62, "end": 3144.28, "word": " خمسة", "probability": 0.9324951171875}, {"start": 3144.28, "end": 3144.8, "word": " هنا", "probability": 0.94091796875}, {"start": 3144.8, "end": 3145.92, "word": " بدنا", "probability": 0.8095703125}, {"start": 3145.92, "end": 3146.5, "word": " نتأكد", "probability": 0.93671875}, {"start": 3146.5, "end": 3146.88, "word": " اللي", "probability": 0.927734375}, {"start": 3146.88, "end": 3147.14, "word": " أقل", "probability": 0.92822265625}, {"start": 3147.14, "end": 3147.26, "word": " من", "probability": 0.99365234375}, {"start": 3147.26, "end": 3147.68, "word": " خمسة", "probability": 0.987060546875}, {"start": 3147.68, "end": 3147.96, "word": " هذا", "probability": 0.74560546875}, {"start": 3147.96, "end": 3148.72, "word": " إيش", "probability": 0.8468424479166666}, {"start": 3148.72, "end": 3149.02, "word": " علاقته", "probability": 0.9677734375}, {"start": 3149.02, "end": 3149.64, "word": " بالتلاتة", "probability": 0.94384765625}, {"start": 3149.64, "end": 3150.22, "word": " إذا", "probability": 0.6561279296875}, {"start": 3150.22, "end": 3150.52, "word": " أقل", "probability": 0.98388671875}, {"start": 3150.52, "end": 3150.64, "word": " من", "probability": 0.99560546875}, {"start": 3150.64, "end": 3150.96, "word": " تلاتة", "probability": 0.9652099609375}, {"start": 3150.96, "end": 3151.24, "word": " خلاص", "probability": 0.990234375}, {"start": 3151.24, "end": 3151.5, "word": " stop", "probability": 0.307861328125}, {"start": 3151.5, "end": 3151.86, "word": " واجف", "probability": 0.78076171875}, {"start": 3151.86, "end": 3152.2, "word": " خلينا", "probability": 0.71435546875}, {"start": 3152.2, "end": 3152.3, "word": " مع", "probability": 0.99560546875}, {"start": 3152.3, "end": 3153.04, "word": " التلاتة", "probability": 0.9932861328125}, {"start": 3153.04, "end": 3155.32, "word": " بنوقف", "probability": 0.8224283854166666}, {"start": 3155.32, "end": 3155.44, "word": " و", "probability": 0.8125}, {"start": 3155.44, "end": 3155.7, "word": " بنضل", "probability": 0.67724609375}, {"start": 3155.7, "end": 3155.84, "word": " مع", "probability": 0.6298828125}, {"start": 3155.84, "end": 3156.34, "word": " التلاتة", "probability": 0.993896484375}, {"start": 3156.34, "end": 3159.82, "word": " اه", "probability": 0.5234375}, {"start": 3159.82, "end": 3160.14, "word": " هنا", "probability": 0.9775390625}, {"start": 3160.14, "end": 3161.8, "word": " لعزي", "probability": 0.698211669921875}, {"start": 3161.8, "end": 3163.04, "word": " حتى", "probability": 0.786376953125}, {"start": 3163.04, "end": 3163.4, "word": " الآن", "probability": 0.82470703125}], "temperature": 1.0}, {"id": 136, "seek": 319742, "start": 3171.64, "end": 3197.42, "text": "لأ .. هدول .. هدول بالنسبالي .. هدول بالنسبالي إلي .. كفرص فوز إلي .. اللي تحت هدول .. فرص الفوز في ال state هذه .. تمام ..لأن نمسكهم الأثنين هدول .. هدول اللي بي .. هدول اللي بي .. إن هو مجبور يعطيني تلت فرص فوز .. مجبور هو يعطيني تلت فرص فوز .. كويس؟ ليش؟ لأن هدول أقل فرص فوز ممكنين هنا", "tokens": [1211, 10721, 4386, 8032, 3215, 12610, 4386, 8032, 3215, 12610, 20666, 1863, 35457, 6027, 1829, 4386, 8032, 3215, 12610, 20666, 1863, 35457, 6027, 1829, 11933, 20292, 4386, 9122, 5172, 2288, 9381, 6156, 2407, 11622, 11933, 20292, 4386, 13672, 1829, 6055, 33753, 8032, 3215, 12610, 4386, 6156, 2288, 9381, 27188, 2407, 11622, 8978, 2423, 1785, 29538, 4386, 46811, 10943, 4386, 1211, 33456, 8717, 2304, 3794, 4117, 16095, 16247, 12984, 1863, 9957, 8032, 3215, 12610, 4386, 8032, 3215, 12610, 13672, 1829, 4724, 1829, 4386, 8032, 3215, 12610, 13672, 1829, 4724, 1829, 4386, 36145, 31439, 3714, 7435, 3555, 13063, 37495, 9566, 9957, 1829, 6055, 1211, 2655, 6156, 2288, 9381, 6156, 2407, 11622, 4386, 3714, 7435, 3555, 13063, 31439, 37495, 9566, 9957, 1829, 6055, 1211, 2655, 6156, 2288, 9381, 6156, 2407, 11622, 4386, 9122, 45865, 3794, 22807, 32239, 8592, 22807, 5296, 33456, 8032, 3215, 12610, 5551, 4587, 1211, 6156, 2288, 9381, 6156, 2407, 11622, 3714, 43020, 9957, 34105], "avg_logprob": -0.13135080068342148, "compression_ratio": 2.4321608040201004, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 3171.64, "end": 3172.0, "word": "لأ", "probability": 0.90673828125}, {"start": 3172.0, "end": 3172.14, "word": " ..", "probability": 0.43505859375}, {"start": 3172.14, "end": 3172.78, "word": " هدول", "probability": 0.81591796875}, {"start": 3172.78, "end": 3172.9, "word": " ..", "probability": 0.501953125}, {"start": 3172.9, "end": 3173.16, "word": " هدول", "probability": 0.98779296875}, {"start": 3173.16, "end": 3173.84, "word": " بالنسبالي", "probability": 0.95302734375}, {"start": 3173.84, "end": 3174.0, "word": " ..", "probability": 0.74462890625}, {"start": 3174.0, "end": 3174.22, "word": " هدول", "probability": 0.970703125}, {"start": 3174.22, "end": 3174.84, "word": " بالنسبالي", "probability": 0.99296875}, {"start": 3174.84, "end": 3175.0, "word": " إلي", "probability": 0.64013671875}, {"start": 3175.0, "end": 3175.26, "word": " ..", "probability": 0.58251953125}, {"start": 3175.26, "end": 3175.62, "word": " كفرص", "probability": 0.9853515625}, {"start": 3175.62, "end": 3175.84, "word": " فوز", "probability": 0.9850260416666666}, {"start": 3175.84, "end": 3176.14, "word": " إلي", "probability": 0.98974609375}, {"start": 3176.14, "end": 3176.5, "word": " ..", "probability": 0.2188720703125}, {"start": 3176.5, "end": 3178.58, "word": " اللي", "probability": 0.824462890625}, {"start": 3178.58, "end": 3178.86, "word": " تحت", "probability": 0.99267578125}, {"start": 3178.86, "end": 3179.1, "word": " هدول", "probability": 0.9178059895833334}, {"start": 3179.1, "end": 3179.16, "word": " ..", "probability": 0.64013671875}, {"start": 3179.16, "end": 3179.46, "word": " فرص", "probability": 0.9127604166666666}, {"start": 3179.46, "end": 3180.0, "word": " الفوز", "probability": 0.9925130208333334}, {"start": 3180.0, "end": 3180.3, "word": " في", "probability": 0.95654296875}, {"start": 3180.3, "end": 3180.5, "word": " ال", "probability": 0.99365234375}, {"start": 3180.5, "end": 3180.8, "word": " state", "probability": 0.88037109375}, {"start": 3180.8, "end": 3181.14, "word": " هذه", "probability": 0.51318359375}, {"start": 3181.14, "end": 3181.38, "word": " ..", "probability": 0.69921875}, {"start": 3181.38, "end": 3181.64, "word": " تمام", "probability": 0.98681640625}, {"start": 3181.64, "end": 3182.1, "word": " ..لأن", "probability": 0.3783365885416667}, {"start": 3182.1, "end": 3182.62, "word": " نمسكهم", "probability": 0.98466796875}, {"start": 3182.62, "end": 3183.12, "word": " الأثنين", "probability": 0.72802734375}, {"start": 3183.12, "end": 3183.42, "word": " هدول", "probability": 0.96044921875}, {"start": 3183.42, "end": 3184.32, "word": " ..", "probability": 0.8486328125}, {"start": 3184.32, "end": 3184.64, "word": " هدول", "probability": 0.9807942708333334}, {"start": 3184.64, "end": 3184.78, "word": " اللي", "probability": 0.75146484375}, {"start": 3184.78, "end": 3184.98, "word": " بي", "probability": 0.97412109375}, {"start": 3184.98, "end": 3186.06, "word": " ..", "probability": 0.923828125}, {"start": 3186.06, "end": 3186.46, "word": " هدول", "probability": 0.9244791666666666}, {"start": 3186.46, "end": 3186.58, "word": " اللي", "probability": 0.996337890625}, {"start": 3186.58, "end": 3186.78, "word": " بي", "probability": 0.997802734375}, {"start": 3186.78, "end": 3186.94, "word": " ..", "probability": 0.80126953125}, {"start": 3186.94, "end": 3187.04, "word": " إن", "probability": 0.39013671875}, {"start": 3187.04, "end": 3187.18, "word": " هو", "probability": 0.96337890625}, {"start": 3187.18, "end": 3187.88, "word": " مجبور", "probability": 0.94091796875}, {"start": 3187.88, "end": 3188.4, "word": " يعطيني", "probability": 0.9019775390625}, {"start": 3188.4, "end": 3188.66, "word": " تلت", "probability": 0.9417317708333334}, {"start": 3188.66, "end": 3188.92, "word": " فرص", "probability": 0.9964192708333334}, {"start": 3188.92, "end": 3189.28, "word": " فوز", "probability": 0.9952799479166666}, {"start": 3189.28, "end": 3190.68, "word": " ..", "probability": 0.9326171875}, {"start": 3190.68, "end": 3191.24, "word": " مجبور", "probability": 0.8798828125}, {"start": 3191.24, "end": 3191.56, "word": " هو", "probability": 0.89697265625}, {"start": 3191.56, "end": 3192.0, "word": " يعطيني", "probability": 0.9854736328125}, {"start": 3192.0, "end": 3192.22, "word": " تلت", "probability": 0.9959309895833334}, {"start": 3192.22, "end": 3192.46, "word": " فرص", "probability": 0.99755859375}, {"start": 3192.46, "end": 3192.8, "word": " فوز", "probability": 0.9978841145833334}, {"start": 3192.8, "end": 3193.86, "word": " ..", "probability": 0.8974609375}, {"start": 3193.86, "end": 3194.48, "word": " كويس؟", "probability": 0.8499755859375}, {"start": 3194.48, "end": 3194.9, "word": " ليش؟", "probability": 0.89990234375}, {"start": 3194.9, "end": 3195.1, "word": " لأن", "probability": 0.806640625}, {"start": 3195.1, "end": 3195.44, "word": " هدول", "probability": 0.9723307291666666}, {"start": 3195.44, "end": 3195.9, "word": " أقل", "probability": 0.9912109375}, {"start": 3195.9, "end": 3196.32, "word": " فرص", "probability": 0.9967447916666666}, {"start": 3196.32, "end": 3196.64, "word": " فوز", "probability": 0.9934895833333334}, {"start": 3196.64, "end": 3197.22, "word": " ممكنين", "probability": 0.99365234375}, {"start": 3197.22, "end": 3197.42, "word": " هنا", "probability": 0.99853515625}], "temperature": 1.0}, {"id": 137, "seek": 322468, "start": 3199.08, "end": 3224.68, "text": "لإيه؟ فإذا هو الكلام كله لإيه؟ ل ال max أو ل .. إيه لنا .. إحنا كب .. اللي .. اللي بنلعب التلقى هنا .. تلتا اللي هنا .. تلتا .. ما خلص لإن إحنا خلصناهم شوفي عشان أخلص ال search لازم يتفقوا لإنه بنفعش أنا أقول جد .. ال path هذا هيعطيني فرص فوز من اتنين لخمسة عشر واسكت", "tokens": [1211, 28814, 1829, 3224, 22807, 6156, 28814, 15730, 31439, 2423, 28820, 10943, 28242, 3224, 5296, 28814, 1829, 3224, 22807, 5296, 2423, 11469, 34051, 5296, 4386, 11933, 1829, 3224, 5296, 8315, 4386, 11933, 5016, 8315, 9122, 3555, 4386, 13672, 1829, 4386, 13672, 1829, 44945, 1211, 3615, 3555, 16712, 1211, 4587, 7578, 34105, 4386, 6055, 1211, 2655, 995, 13672, 1829, 34105, 4386, 6055, 1211, 2655, 995, 4386, 19446, 16490, 1211, 9381, 5296, 28814, 1863, 11933, 5016, 8315, 16490, 1211, 9381, 8315, 16095, 13412, 38688, 1829, 6225, 8592, 7649, 5551, 9778, 1211, 9381, 2423, 3164, 5296, 31377, 2304, 7251, 2655, 5172, 4587, 14407, 5296, 28814, 1863, 3224, 44945, 5172, 3615, 8592, 41850, 5551, 39648, 10874, 3215, 4386, 2423, 3100, 23758, 39896, 3615, 9566, 9957, 1829, 6156, 2288, 9381, 6156, 2407, 11622, 9154, 1975, 2655, 1863, 9957, 5296, 9778, 2304, 3794, 3660, 6225, 46309, 4032, 32277, 4117, 2655], "avg_logprob": -0.2564655303955078, "compression_ratio": 1.8278688524590163, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 3199.08, "end": 3199.66, "word": "لإيه؟", "probability": 0.7037109375}, {"start": 3199.66, "end": 3199.92, "word": " فإذا", "probability": 0.8260091145833334}, {"start": 3199.92, "end": 3200.1, "word": " هو", "probability": 0.9755859375}, {"start": 3200.1, "end": 3200.48, "word": " الكلام", "probability": 0.9197591145833334}, {"start": 3200.48, "end": 3200.78, "word": " كله", "probability": 0.97265625}, {"start": 3200.78, "end": 3201.76, "word": " لإيه؟", "probability": 0.9619140625}, {"start": 3201.76, "end": 3201.96, "word": " ل", "probability": 0.939453125}, {"start": 3201.96, "end": 3202.38, "word": " ال", "probability": 0.1849365234375}, {"start": 3202.38, "end": 3202.7, "word": " max", "probability": 0.71923828125}, {"start": 3202.7, "end": 3203.02, "word": " أو", "probability": 0.6640625}, {"start": 3203.02, "end": 3203.68, "word": " ل", "probability": 0.85302734375}, {"start": 3203.68, "end": 3204.12, "word": " ..", "probability": 0.462646484375}, {"start": 3204.12, "end": 3204.44, "word": " إيه", "probability": 0.7872721354166666}, {"start": 3204.44, "end": 3204.56, "word": " لنا", "probability": 0.640380859375}, {"start": 3204.56, "end": 3204.68, "word": " ..", "probability": 0.393310546875}, {"start": 3204.68, "end": 3204.78, "word": " إحنا", "probability": 0.8247884114583334}, {"start": 3204.78, "end": 3205.04, "word": " كب", "probability": 0.4598388671875}, {"start": 3205.04, "end": 3205.1, "word": " ..", "probability": 0.77490234375}, {"start": 3205.1, "end": 3205.36, "word": " اللي", "probability": 0.96240234375}, {"start": 3205.36, "end": 3205.42, "word": " ..", "probability": 0.6708984375}, {"start": 3205.42, "end": 3205.42, "word": " اللي", "probability": 0.994140625}, {"start": 3205.42, "end": 3205.76, "word": " بنلعب", "probability": 0.9462890625}, {"start": 3205.76, "end": 3206.7, "word": " التلقى", "probability": 0.69927978515625}, {"start": 3206.7, "end": 3206.9, "word": " هنا", "probability": 0.98486328125}, {"start": 3206.9, "end": 3207.66, "word": " ..", "probability": 0.365478515625}, {"start": 3207.66, "end": 3207.98, "word": " تلتا", "probability": 0.79022216796875}, {"start": 3207.98, "end": 3208.1, "word": " اللي", "probability": 0.6533203125}, {"start": 3208.1, "end": 3208.4, "word": " هنا", "probability": 0.990234375}, {"start": 3208.4, "end": 3209.4, "word": " ..", "probability": 0.41162109375}, {"start": 3209.4, "end": 3209.82, "word": " تلتا", "probability": 0.67315673828125}, {"start": 3209.82, "end": 3210.68, "word": " ..", "probability": 0.50146484375}, {"start": 3210.68, "end": 3211.2, "word": " ما", "probability": 0.75830078125}, {"start": 3211.2, "end": 3211.44, "word": " خلص", "probability": 0.9210611979166666}, {"start": 3211.44, "end": 3211.62, "word": " لإن", "probability": 0.7613932291666666}, {"start": 3211.62, "end": 3211.76, "word": " إحنا", "probability": 0.8321940104166666}, {"start": 3211.76, "end": 3212.44, "word": " خلصناهم", "probability": 0.98857421875}, {"start": 3212.44, "end": 3213.6, "word": " شوفي", "probability": 0.71484375}, {"start": 3213.6, "end": 3214.12, "word": " عشان", "probability": 0.8802083333333334}, {"start": 3214.12, "end": 3214.58, "word": " أخلص", "probability": 0.9906005859375}, {"start": 3214.58, "end": 3214.76, "word": " ال", "probability": 0.92578125}, {"start": 3214.76, "end": 3215.04, "word": " search", "probability": 0.9892578125}, {"start": 3215.04, "end": 3215.34, "word": " لازم", "probability": 0.9899088541666666}, {"start": 3215.34, "end": 3215.92, "word": " يتفقوا", "probability": 0.980078125}, {"start": 3215.92, "end": 3217.32, "word": " لإنه", "probability": 0.88916015625}, {"start": 3217.32, "end": 3217.94, "word": " بنفعش", "probability": 0.8270263671875}, {"start": 3217.94, "end": 3218.12, "word": " أنا", "probability": 0.73291015625}, {"start": 3218.12, "end": 3218.6, "word": " أقول", "probability": 0.95556640625}, {"start": 3218.6, "end": 3219.32, "word": " جد", "probability": 0.612060546875}, {"start": 3219.32, "end": 3219.42, "word": " ..", "probability": 0.64892578125}, {"start": 3219.42, "end": 3219.8, "word": " ال", "probability": 0.85693359375}, {"start": 3219.8, "end": 3220.1, "word": " path", "probability": 0.9697265625}, {"start": 3220.1, "end": 3220.4, "word": " هذا", "probability": 0.525390625}, {"start": 3220.4, "end": 3221.4, "word": " هيعطيني", "probability": 0.86689453125}, {"start": 3221.4, "end": 3222.06, "word": " فرص", "probability": 0.9959309895833334}, {"start": 3222.06, "end": 3222.56, "word": " فوز", "probability": 0.9759114583333334}, {"start": 3222.56, "end": 3222.78, "word": " من", "probability": 0.99462890625}, {"start": 3222.78, "end": 3223.06, "word": " اتنين", "probability": 0.82696533203125}, {"start": 3223.06, "end": 3223.5, "word": " لخمسة", "probability": 0.728857421875}, {"start": 3223.5, "end": 3223.84, "word": " عشر", "probability": 0.799072265625}, {"start": 3223.84, "end": 3224.68, "word": " واسكت", "probability": 0.64154052734375}], "temperature": 1.0}, {"id": 138, "seek": 325376, "start": 3225.52, "end": 3253.76, "text": "لأ هو مرحليا انا بكتب الكلام هذا بس لما اخلص ال search المفروض ان يتفقوا انا بالظبط عندي عدد فرص فوز كذا نقطة خلاص هنا سابقا هنا لحظة ماكانوش متفقين لسه ليش ماكانش متفق لأنه لسه فيه فيه branch ماكملوش لسه فيه successor مادرسوش ال successor هذا مهم كان بالنسباله بالنسباله هو", "tokens": [1211, 10721, 31439, 3714, 2288, 5016, 20292, 995, 1975, 8315, 4724, 4117, 2655, 3555, 2423, 28820, 10943, 23758, 4724, 3794, 5296, 15042, 1975, 9778, 1211, 9381, 2423, 3164, 9673, 5172, 32887, 11242, 16472, 7251, 2655, 5172, 4587, 14407, 1975, 8315, 20666, 19913, 3555, 9566, 18871, 16254, 6225, 3215, 3215, 6156, 2288, 9381, 6156, 2407, 11622, 9122, 15730, 8717, 47432, 3660, 16490, 1211, 33546, 34105, 8608, 16758, 4587, 995, 34105, 5296, 5016, 19913, 3660, 19446, 41361, 2407, 8592, 44650, 5172, 4587, 9957, 5296, 3794, 3224, 32239, 8592, 19446, 41361, 8592, 44650, 5172, 4587, 5296, 33456, 3224, 5296, 3794, 3224, 8978, 3224, 8978, 3224, 9819, 19446, 24793, 1211, 2407, 8592, 5296, 3794, 3224, 8978, 3224, 31864, 19446, 3215, 2288, 3794, 2407, 8592, 2423, 31864, 23758, 3714, 16095, 25961, 20666, 1863, 35457, 6027, 3224, 20666, 1863, 35457, 6027, 3224, 31439], "avg_logprob": -0.1218297070135241, "compression_ratio": 1.9218106995884774, "no_speech_prob": 0.0, "words": [{"start": 3225.52, "end": 3225.86, "word": "لأ", "probability": 0.977783203125}, {"start": 3225.86, "end": 3226.06, "word": " هو", "probability": 0.77734375}, {"start": 3226.06, "end": 3226.74, "word": " مرحليا", "probability": 0.89619140625}, {"start": 3226.74, "end": 3226.92, "word": " انا", "probability": 0.64208984375}, {"start": 3226.92, "end": 3227.16, "word": " بكتب", "probability": 0.9664306640625}, {"start": 3227.16, "end": 3227.48, "word": " الكلام", "probability": 0.9278971354166666}, {"start": 3227.48, "end": 3227.68, "word": " هذا", "probability": 0.87158203125}, {"start": 3227.68, "end": 3228.2, "word": " بس", "probability": 0.843994140625}, {"start": 3228.2, "end": 3228.54, "word": " لما", "probability": 0.932373046875}, {"start": 3228.54, "end": 3229.1, "word": " اخلص", "probability": 0.8907470703125}, {"start": 3229.1, "end": 3229.26, "word": " ال", "probability": 0.9404296875}, {"start": 3229.26, "end": 3229.72, "word": " search", "probability": 0.97509765625}, {"start": 3229.72, "end": 3230.28, "word": " المفروض", "probability": 0.9769287109375}, {"start": 3230.28, "end": 3230.4, "word": " ان", "probability": 0.7939453125}, {"start": 3230.4, "end": 3230.92, "word": " يتفقوا", "probability": 0.9095703125}, {"start": 3230.92, "end": 3231.34, "word": " انا", "probability": 0.83935546875}, {"start": 3231.34, "end": 3231.76, "word": " بالظبط", "probability": 0.88818359375}, {"start": 3231.76, "end": 3232.02, "word": " عندي", "probability": 0.802978515625}, {"start": 3232.02, "end": 3232.28, "word": " عدد", "probability": 0.9265950520833334}, {"start": 3232.28, "end": 3232.54, "word": " فرص", "probability": 0.9855143229166666}, {"start": 3232.54, "end": 3232.82, "word": " فوز", "probability": 0.9169921875}, {"start": 3232.82, "end": 3233.14, "word": " كذا", "probability": 0.920166015625}, {"start": 3233.14, "end": 3233.7, "word": " نقطة", "probability": 0.84423828125}, {"start": 3233.7, "end": 3234.08, "word": " خلاص", "probability": 0.94140625}, {"start": 3234.08, "end": 3234.96, "word": " هنا", "probability": 0.82470703125}, {"start": 3234.96, "end": 3237.58, "word": " سابقا", "probability": 0.96728515625}, {"start": 3237.58, "end": 3240.16, "word": " هنا", "probability": 0.81787109375}, {"start": 3240.16, "end": 3240.7, "word": " لحظة", "probability": 0.9022216796875}, {"start": 3240.7, "end": 3241.02, "word": " ماكانوش", "probability": 0.83837890625}, {"start": 3241.02, "end": 3241.48, "word": " متفقين", "probability": 0.9375}, {"start": 3241.48, "end": 3241.88, "word": " لسه", "probability": 0.978515625}, {"start": 3241.88, "end": 3242.4, "word": " ليش", "probability": 0.92626953125}, {"start": 3242.4, "end": 3242.72, "word": " ماكانش", "probability": 0.8492838541666666}, {"start": 3242.72, "end": 3243.26, "word": " متفق", "probability": 0.9781901041666666}, {"start": 3243.26, "end": 3244.14, "word": " لأنه", "probability": 0.7200520833333334}, {"start": 3244.14, "end": 3244.4, "word": " لسه", "probability": 0.9876302083333334}, {"start": 3244.4, "end": 3245.86, "word": " فيه", "probability": 0.647216796875}, {"start": 3245.86, "end": 3246.14, "word": " فيه", "probability": 0.7421875}, {"start": 3246.14, "end": 3246.42, "word": " branch", "probability": 0.8583984375}, {"start": 3246.42, "end": 3247.1, "word": " ماكملوش", "probability": 0.84716796875}, {"start": 3247.1, "end": 3248.24, "word": " لسه", "probability": 0.9842122395833334}, {"start": 3248.24, "end": 3248.42, "word": " فيه", "probability": 0.92236328125}, {"start": 3248.42, "end": 3248.74, "word": " successor", "probability": 0.88671875}, {"start": 3248.74, "end": 3249.78, "word": " مادرسوش", "probability": 0.8326822916666666}, {"start": 3249.78, "end": 3250.64, "word": " ال", "probability": 0.9404296875}, {"start": 3250.64, "end": 3250.98, "word": " successor", "probability": 0.8994140625}, {"start": 3250.98, "end": 3251.24, "word": " هذا", "probability": 0.8046875}, {"start": 3251.24, "end": 3251.56, "word": " مهم", "probability": 0.98046875}, {"start": 3251.56, "end": 3251.76, "word": " كان", "probability": 0.9951171875}, {"start": 3251.76, "end": 3252.46, "word": " بالنسباله", "probability": 0.98984375}, {"start": 3252.46, "end": 3253.48, "word": " بالنسباله", "probability": 0.9322265625}, {"start": 3253.48, "end": 3253.76, "word": " هو", "probability": 0.99658203125}], "temperature": 1.0}, {"id": 139, "seek": 328048, "start": 3254.8, "end": 3280.48, "text": "بالنسبالي هو ليش مهم لأنه أنا هنا maximum هاخد تلت فرص فوز تمام بس هو لسه بيكمل على امل minimum على امل انه minimum يختارلي ال minimum يعطيني فرصة فوز واحدة مثلا إذا ضمن إنه هدي واحد مثلا أو صفر طبعا بالنسبالي هو أفضل .. أفضل ما يمكن إنه يعطيني صفر هنا إذا أعطاني هنا صفر على طول بروح يعطيني هنا صفر", "tokens": [3555, 6027, 1863, 35457, 6027, 1829, 31439, 32239, 8592, 3714, 16095, 5296, 33456, 3224, 41850, 34105, 6674, 8032, 47283, 3215, 6055, 1211, 2655, 6156, 2288, 9381, 6156, 2407, 11622, 46811, 10943, 4724, 3794, 31439, 5296, 3794, 3224, 4724, 1829, 24793, 1211, 15844, 1975, 42213, 7285, 15844, 1975, 42213, 16472, 3224, 7285, 7251, 46456, 9640, 20292, 2423, 7285, 7251, 3615, 9566, 9957, 1829, 6156, 2288, 9381, 3660, 6156, 2407, 11622, 36764, 24401, 3660, 50113, 15040, 11933, 15730, 48812, 27842, 36145, 3224, 8032, 16254, 36764, 24401, 50113, 15040, 34051, 20328, 5172, 2288, 23032, 3555, 3615, 995, 20666, 1863, 35457, 6027, 1829, 31439, 5551, 5172, 11242, 1211, 4386, 5551, 5172, 11242, 1211, 19446, 7251, 43020, 36145, 3224, 37495, 9566, 9957, 1829, 20328, 5172, 2288, 34105, 11933, 15730, 5551, 3615, 9566, 7649, 1829, 34105, 20328, 5172, 2288, 15844, 23032, 12610, 4724, 32887, 5016, 37495, 9566, 9957, 1829, 34105, 20328, 5172, 2288], "avg_logprob": -0.13038429003712293, "compression_ratio": 2.0693877551020408, "no_speech_prob": 1.2516975402832031e-06, "words": [{"start": 3254.8, "end": 3255.24, "word": "بالنسبالي", "probability": 0.8887532552083334}, {"start": 3255.24, "end": 3255.38, "word": " هو", "probability": 0.94140625}, {"start": 3255.38, "end": 3255.6, "word": " ليش", "probability": 0.979736328125}, {"start": 3255.6, "end": 3255.96, "word": " مهم", "probability": 0.99365234375}, {"start": 3255.96, "end": 3256.92, "word": " لأنه", "probability": 0.73095703125}, {"start": 3256.92, "end": 3257.4, "word": " أنا", "probability": 0.7119140625}, {"start": 3257.4, "end": 3257.76, "word": " هنا", "probability": 0.98486328125}, {"start": 3257.76, "end": 3258.58, "word": " maximum", "probability": 0.857421875}, {"start": 3258.58, "end": 3259.34, "word": " هاخد", "probability": 0.7945963541666666}, {"start": 3259.34, "end": 3259.62, "word": " تلت", "probability": 0.7086588541666666}, {"start": 3259.62, "end": 3259.9, "word": " فرص", "probability": 0.9913736979166666}, {"start": 3259.9, "end": 3260.28, "word": " فوز", "probability": 0.9873046875}, {"start": 3260.28, "end": 3261.72, "word": " تمام", "probability": 0.821044921875}, {"start": 3261.72, "end": 3262.1, "word": " بس", "probability": 0.6993408203125}, {"start": 3262.1, "end": 3262.42, "word": " هو", "probability": 0.97802734375}, {"start": 3262.42, "end": 3262.9, "word": " لسه", "probability": 0.97119140625}, {"start": 3262.9, "end": 3263.44, "word": " بيكمل", "probability": 0.956787109375}, {"start": 3263.44, "end": 3263.64, "word": " على", "probability": 0.8603515625}, {"start": 3263.64, "end": 3263.96, "word": " امل", "probability": 0.654052734375}, {"start": 3263.96, "end": 3264.38, "word": " minimum", "probability": 0.91064453125}, {"start": 3264.38, "end": 3266.98, "word": " على", "probability": 0.7734375}, {"start": 3266.98, "end": 3267.3, "word": " امل", "probability": 0.95751953125}, {"start": 3267.3, "end": 3267.66, "word": " انه", "probability": 0.93212890625}, {"start": 3267.66, "end": 3268.06, "word": " minimum", "probability": 0.9736328125}, {"start": 3268.06, "end": 3268.96, "word": " يختارلي", "probability": 0.85791015625}, {"start": 3268.96, "end": 3269.06, "word": " ال", "probability": 0.90283203125}, {"start": 3269.06, "end": 3269.34, "word": " minimum", "probability": 0.98828125}, {"start": 3269.34, "end": 3270.08, "word": " يعطيني", "probability": 0.78056640625}, {"start": 3270.08, "end": 3270.52, "word": " فرصة", "probability": 0.9971923828125}, {"start": 3270.52, "end": 3270.72, "word": " فوز", "probability": 0.9913736979166666}, {"start": 3270.72, "end": 3271.0, "word": " واحدة", "probability": 0.98193359375}, {"start": 3271.0, "end": 3271.26, "word": " مثلا", "probability": 0.983154296875}, {"start": 3271.26, "end": 3271.54, "word": " إذا", "probability": 0.831787109375}, {"start": 3271.54, "end": 3272.14, "word": " ضمن", "probability": 0.9140625}, {"start": 3272.14, "end": 3272.38, "word": " إنه", "probability": 0.65869140625}, {"start": 3272.38, "end": 3272.56, "word": " هدي", "probability": 0.637939453125}, {"start": 3272.56, "end": 3273.0, "word": " واحد", "probability": 0.968505859375}, {"start": 3273.0, "end": 3273.44, "word": " مثلا", "probability": 0.971923828125}, {"start": 3273.44, "end": 3273.6, "word": " أو", "probability": 0.8544921875}, {"start": 3273.6, "end": 3273.94, "word": " صفر", "probability": 0.9791666666666666}, {"start": 3273.94, "end": 3274.58, "word": " طبعا", "probability": 0.9461669921875}, {"start": 3274.58, "end": 3274.96, "word": " بالنسبالي", "probability": 0.97685546875}, {"start": 3274.96, "end": 3275.14, "word": " هو", "probability": 0.994140625}, {"start": 3275.14, "end": 3275.5, "word": " أفضل", "probability": 0.89990234375}, {"start": 3275.5, "end": 3275.6, "word": " ..", "probability": 0.328125}, {"start": 3275.6, "end": 3276.46, "word": " أفضل", "probability": 0.94091796875}, {"start": 3276.46, "end": 3276.52, "word": " ما", "probability": 0.96044921875}, {"start": 3276.52, "end": 3276.76, "word": " يمكن", "probability": 0.791748046875}, {"start": 3276.76, "end": 3276.94, "word": " إنه", "probability": 0.688720703125}, {"start": 3276.94, "end": 3277.2, "word": " يعطيني", "probability": 0.93017578125}, {"start": 3277.2, "end": 3277.48, "word": " صفر", "probability": 0.9866536458333334}, {"start": 3277.48, "end": 3277.64, "word": " هنا", "probability": 0.9599609375}, {"start": 3277.64, "end": 3278.02, "word": " إذا", "probability": 0.953369140625}, {"start": 3278.02, "end": 3278.26, "word": " أعطاني", "probability": 0.9345703125}, {"start": 3278.26, "end": 3278.44, "word": " هنا", "probability": 0.98974609375}, {"start": 3278.44, "end": 3278.8, "word": " صفر", "probability": 0.99365234375}, {"start": 3278.8, "end": 3279.18, "word": " على", "probability": 0.84130859375}, {"start": 3279.18, "end": 3279.36, "word": " طول", "probability": 0.986328125}, {"start": 3279.36, "end": 3279.58, "word": " بروح", "probability": 0.9791666666666666}, {"start": 3279.58, "end": 3279.94, "word": " يعطيني", "probability": 0.7994384765625}, {"start": 3279.94, "end": 3280.1, "word": " هنا", "probability": 0.978515625}, {"start": 3280.1, "end": 3280.48, "word": " صفر", "probability": 0.9934895833333334}], "temperature": 1.0}, {"id": 140, "seek": 329832, "start": 3281.24, "end": 3298.32, "text": "و طبعا هدى على طول هتتحوى لصفر لإنه مافيش مجال تنتين نفس الفرص أنا عارف أن اللعبة هدى وين هتوديني هو كمان عارف وين هتوديني فاحنا فاهمين بعض المفروض .. المفروض أنه الاتنين اللاعيبين اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب", "tokens": [2407, 23032, 3555, 3615, 995, 8032, 3215, 7578, 15844, 23032, 12610, 8032, 2655, 2655, 5016, 2407, 7578, 5296, 9381, 5172, 2288, 5296, 28814, 1863, 3224, 19446, 41185, 8592, 3714, 7435, 6027, 6055, 29399, 9957, 8717, 36178, 27188, 2288, 9381, 41850, 6225, 9640, 5172, 14739, 13672, 3615, 49401, 8032, 3215, 7578, 4032, 9957, 8032, 2655, 23328, 9957, 1829, 31439, 9122, 2304, 7649, 6225, 9640, 5172, 4032, 9957, 8032, 2655, 23328, 9957, 1829, 6156, 39319, 8315, 6156, 995, 16095, 9957, 45030, 11242, 9673, 5172, 32887, 11242, 4386, 9673, 5172, 32887, 11242, 14739, 3224, 2423, 9307, 1863, 9957, 13672, 45761, 1829, 3555, 9957, 13672, 45761, 1829, 3555, 13672, 45761, 1829, 3555, 13672, 45761, 1829, 3555, 13672, 45761, 1829, 3555, 13672, 45761, 1829, 3555, 13672, 45761, 1829, 3555, 13672, 45761, 1829, 3555, 13672, 45761, 1829, 3555, 13672, 45761, 1829, 3555, 13672, 45761, 1829, 3555, 13672, 45761, 1829, 3555, 13672, 45761, 1829, 3555, 13672, 45761, 1829, 3555, 13672, 45761, 1829, 3555, 13672, 45761, 1829, 3555, 13672, 45761, 1829, 3555, 13672, 45761, 1829, 3555, 13672, 45761, 1829, 3555, 13672, 45761, 1829, 3555, 13672, 45761, 1829, 3555, 13672, 45761, 1829, 3555, 13672, 45761, 1829, 3555, 13672, 45761, 1829, 3555, 13672, 45761, 1829, 3555, 13672, 45761, 1829, 3555, 13672, 45761, 1829, 3555, 13672, 45761, 1829, 3555, 13672, 45761, 1829, 3555, 13672, 45761, 1829, 3555, 13672, 45761, 1829, 3555, 13672, 45761, 1829, 3555], "avg_logprob": -0.08986111323038737, "compression_ratio": 4.3646408839779, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 3281.24, "end": 3281.42, "word": "و", "probability": 0.90380859375}, {"start": 3281.42, "end": 3281.68, "word": " طبعا", "probability": 0.9429931640625}, {"start": 3281.68, "end": 3281.86, "word": " هدى", "probability": 0.652099609375}, {"start": 3281.86, "end": 3281.96, "word": " على", "probability": 0.78173828125}, {"start": 3281.96, "end": 3282.16, "word": " طول", "probability": 0.991943359375}, {"start": 3282.16, "end": 3282.7, "word": " هتتحوى", "probability": 0.8966471354166666}, {"start": 3282.7, "end": 3283.16, "word": " لصفر", "probability": 0.9293212890625}, {"start": 3283.16, "end": 3284.44, "word": " لإنه", "probability": 0.8062744140625}, {"start": 3284.44, "end": 3284.88, "word": " مافيش", "probability": 0.8372395833333334}, {"start": 3284.88, "end": 3285.24, "word": " مجال", "probability": 0.9970703125}, {"start": 3285.24, "end": 3286.2, "word": " تنتين", "probability": 0.7890625}, {"start": 3286.2, "end": 3286.72, "word": " نفس", "probability": 0.98681640625}, {"start": 3286.72, "end": 3287.16, "word": " الفرص", "probability": 0.9794921875}, {"start": 3287.16, "end": 3287.44, "word": " أنا", "probability": 0.4619140625}, {"start": 3287.44, "end": 3288.3, "word": " عارف", "probability": 0.9920247395833334}, {"start": 3288.3, "end": 3288.44, "word": " أن", "probability": 0.408203125}, {"start": 3288.44, "end": 3288.7, "word": " اللعبة", "probability": 0.9609375}, {"start": 3288.7, "end": 3288.92, "word": " هدى", "probability": 0.8738606770833334}, {"start": 3288.92, "end": 3289.02, "word": " وين", "probability": 0.5855712890625}, {"start": 3289.02, "end": 3289.42, "word": " هتوديني", "probability": 0.820458984375}, {"start": 3289.42, "end": 3289.78, "word": " هو", "probability": 0.62353515625}, {"start": 3289.78, "end": 3290.4, "word": " كمان", "probability": 0.9943033854166666}, {"start": 3290.4, "end": 3290.76, "word": " عارف", "probability": 0.9939778645833334}, {"start": 3290.76, "end": 3290.86, "word": " وين", "probability": 0.9638671875}, {"start": 3290.86, "end": 3291.54, "word": " هتوديني", "probability": 0.930859375}, {"start": 3291.54, "end": 3292.54, "word": " فاحنا", "probability": 0.8782552083333334}, {"start": 3292.54, "end": 3292.84, "word": " فاهمين", "probability": 0.96875}, {"start": 3292.84, "end": 3293.1, "word": " بعض", "probability": 0.993896484375}, {"start": 3293.1, "end": 3293.64, "word": " المفروض", "probability": 0.971435546875}, {"start": 3293.64, "end": 3293.8, "word": " ..", "probability": 0.463134765625}, {"start": 3293.8, "end": 3294.14, "word": " المفروض", "probability": 0.97900390625}, {"start": 3294.14, "end": 3294.3, "word": " أنه", "probability": 0.610107421875}, {"start": 3294.3, "end": 3294.68, "word": " الاتنين", "probability": 0.80450439453125}, {"start": 3294.68, "end": 3295.26, "word": " اللاعيبين", "probability": 0.88486328125}, {"start": 3295.26, "end": 3295.94, "word": " اللاعيب", "probability": 0.75372314453125}, {"start": 3295.94, "end": 3296.34, "word": " اللاعيب", "probability": 0.8037109375}, {"start": 3296.34, "end": 3296.36, "word": " اللاعيب", "probability": 0.9046630859375}, {"start": 3296.36, "end": 3296.38, "word": " اللاعيب", "probability": 0.943359375}, {"start": 3296.38, "end": 3296.42, "word": " اللاعيب", "probability": 0.9361572265625}, {"start": 3296.42, "end": 3296.66, "word": " اللاعيب", "probability": 0.9327392578125}, {"start": 3296.66, "end": 3296.68, "word": " اللاعيب", "probability": 0.95166015625}, {"start": 3296.68, "end": 3296.72, "word": " اللاعيب", "probability": 0.978515625}, {"start": 3296.72, "end": 3296.72, "word": " اللاعيب", "probability": 0.9892578125}, {"start": 3296.72, "end": 3296.76, "word": " اللاعيب", "probability": 0.99267578125}, {"start": 3296.76, "end": 3296.78, "word": " اللاعيب", "probability": 0.993408203125}, {"start": 3296.78, "end": 3296.8, "word": " اللاعيب", "probability": 0.9937744140625}, {"start": 3296.8, "end": 3296.94, "word": " اللاعيب", "probability": 0.993408203125}, {"start": 3296.94, "end": 3296.94, "word": " اللاعيب", "probability": 0.9931640625}, {"start": 3296.94, "end": 3296.94, "word": " اللاعيب", "probability": 0.9927978515625}, {"start": 3296.94, "end": 3297.44, "word": " اللاعيب", "probability": 0.9925537109375}, {"start": 3297.44, "end": 3297.82, "word": " اللاعيب", "probability": 0.9921875}, {"start": 3297.82, "end": 3297.98, "word": " اللاعيب", "probability": 0.9920654296875}, {"start": 3297.98, "end": 3297.98, "word": " اللاعيب", "probability": 0.99169921875}, {"start": 3297.98, "end": 3297.98, "word": " اللاعيب", "probability": 0.9913330078125}, {"start": 3297.98, "end": 3297.98, "word": " اللاعيب", "probability": 0.990966796875}, {"start": 3297.98, "end": 3297.98, "word": " اللاعيب", "probability": 0.99072265625}, {"start": 3297.98, "end": 3297.98, "word": " اللاعيب", "probability": 0.9903564453125}, {"start": 3297.98, "end": 3297.98, "word": " اللاعيب", "probability": 0.9901123046875}, {"start": 3297.98, "end": 3297.98, "word": " اللاعيب", "probability": 0.9896240234375}, {"start": 3297.98, "end": 3297.98, "word": " اللاعيب", "probability": 0.9891357421875}, {"start": 3297.98, "end": 3297.98, "word": " اللاعيب", "probability": 0.9884033203125}, {"start": 3297.98, "end": 3297.98, "word": " اللاعيب", "probability": 0.9884033203125}, {"start": 3297.98, "end": 3297.98, "word": " اللاعيب", "probability": 0.9879150390625}, {"start": 3297.98, "end": 3298.22, "word": " اللاعيب", "probability": 0.987548828125}, {"start": 3298.22, "end": 3298.32, "word": " اللاعيب", "probability": 0.986083984375}], "temperature": 1.0}, {"id": 141, "seek": 331443, "start": 3298.45, "end": 3314.43, "text": "كويس فهذه الفكرة ببساطة تمام لما يتفقوا مع بعض معاناته فعليا ال branch هذا او تاخد القرار هنا ال node هذه اتخذت قرارها طبعا هنا مش هتاخد قرار لأنه لسه في successor هناخد ال successor اللي ضايل اتفقوا الآن", "tokens": [4117, 45865, 3794, 6156, 3224, 24192, 27188, 4117, 25720, 4724, 3555, 3794, 41193, 3660, 46811, 10943, 5296, 15042, 7251, 2655, 5172, 4587, 14407, 20449, 45030, 11242, 20449, 7649, 9307, 3224, 6156, 3615, 20292, 995, 2423, 9819, 23758, 1975, 2407, 6055, 47283, 3215, 25062, 2288, 9640, 34105, 2423, 9984, 29538, 1975, 2655, 9778, 8848, 2655, 12174, 2288, 9640, 11296, 23032, 3555, 3615, 995, 34105, 37893, 8032, 2655, 47283, 3215, 12174, 2288, 9640, 5296, 33456, 3224, 5296, 3794, 3224, 8978, 31864, 8032, 1863, 47283, 3215, 2423, 31864, 13672, 1829, 48812, 995, 26895, 1975, 2655, 5172, 4587, 14407, 6024, 48506], "avg_logprob": -0.18558673469387754, "compression_ratio": 1.7448979591836735, "no_speech_prob": 2.3245811462402344e-06, "words": [{"start": 3298.45, "end": 3298.89, "word": "كويس", "probability": 0.6827392578125}, {"start": 3298.89, "end": 3299.47, "word": " فهذه", "probability": 0.7498372395833334}, {"start": 3299.47, "end": 3299.87, "word": " الفكرة", "probability": 0.99072265625}, {"start": 3299.87, "end": 3301.05, "word": " ببساطة", "probability": 0.9783203125}, {"start": 3301.05, "end": 3301.57, "word": " تمام", "probability": 0.825439453125}, {"start": 3301.57, "end": 3302.01, "word": " لما", "probability": 0.7327880859375}, {"start": 3302.01, "end": 3302.81, "word": " يتفقوا", "probability": 0.97900390625}, {"start": 3302.81, "end": 3302.93, "word": " مع", "probability": 0.9951171875}, {"start": 3302.93, "end": 3303.19, "word": " بعض", "probability": 0.9970703125}, {"start": 3303.19, "end": 3303.57, "word": " معاناته", "probability": 0.749267578125}, {"start": 3303.57, "end": 3304.03, "word": " فعليا", "probability": 0.8944091796875}, {"start": 3304.03, "end": 3304.15, "word": " ال", "probability": 0.5810546875}, {"start": 3304.15, "end": 3304.51, "word": " branch", "probability": 0.90673828125}, {"start": 3304.51, "end": 3304.83, "word": " هذا", "probability": 0.3076171875}, {"start": 3304.83, "end": 3305.23, "word": " او", "probability": 0.77734375}, {"start": 3305.23, "end": 3305.91, "word": " تاخد", "probability": 0.6936848958333334}, {"start": 3305.91, "end": 3306.25, "word": " القرار", "probability": 0.986328125}, {"start": 3306.25, "end": 3306.47, "word": " هنا", "probability": 0.9658203125}, {"start": 3306.47, "end": 3306.89, "word": " ال", "probability": 0.44873046875}, {"start": 3306.89, "end": 3307.05, "word": " node", "probability": 0.919921875}, {"start": 3307.05, "end": 3307.25, "word": " هذه", "probability": 0.455810546875}, {"start": 3307.25, "end": 3307.81, "word": " اتخذت", "probability": 0.88828125}, {"start": 3307.81, "end": 3308.17, "word": " قرارها", "probability": 0.9171142578125}, {"start": 3308.17, "end": 3308.49, "word": " طبعا", "probability": 0.935546875}, {"start": 3308.49, "end": 3308.59, "word": " هنا", "probability": 0.8369140625}, {"start": 3308.59, "end": 3308.71, "word": " مش", "probability": 0.8095703125}, {"start": 3308.71, "end": 3309.09, "word": " هتاخد", "probability": 0.985107421875}, {"start": 3309.09, "end": 3309.47, "word": " قرار", "probability": 0.9801432291666666}, {"start": 3309.47, "end": 3310.07, "word": " لأنه", "probability": 0.75390625}, {"start": 3310.07, "end": 3310.23, "word": " لسه", "probability": 0.9781901041666666}, {"start": 3310.23, "end": 3310.35, "word": " في", "probability": 0.78271484375}, {"start": 3310.35, "end": 3310.71, "word": " successor", "probability": 0.6728515625}, {"start": 3310.71, "end": 3312.41, "word": " هناخد", "probability": 0.75543212890625}, {"start": 3312.41, "end": 3312.51, "word": " ال", "probability": 0.94970703125}, {"start": 3312.51, "end": 3312.85, "word": " successor", "probability": 0.9638671875}, {"start": 3312.85, "end": 3313.07, "word": " اللي", "probability": 0.976318359375}, {"start": 3313.07, "end": 3313.41, "word": " ضايل", "probability": 0.8759765625}, {"start": 3313.41, "end": 3314.23, "word": " اتفقوا", "probability": 0.96865234375}, {"start": 3314.23, "end": 3314.43, "word": " الآن", "probability": 0.75341796875}], "temperature": 1.0}, {"id": 142, "seek": 334235, "start": 3316.17, "end": 3342.35, "text": "خلاص أنا بعرف ألعب و هو بعرف يلعب فمتفقين أن ال branch هذا احنا أنا وياه فاهمين أنه هذا هيعطينا تلات فرص فوز خلصت تمام واتفقنا أن ال branch هذا minimum هيعطينا تلات فرص فوز لكن أنا لسه هفكر مابدتش ألعب رغم أن أنا عارف أنه هذا هيعطيني تلات فرص فوز لكن هاصبر شوية أقول طب ماخليني أفكر بطريقة تانية يمكن يعطيني أكتر", "tokens": [9778, 1211, 33546, 41850, 45030, 28480, 5551, 1211, 3615, 3555, 4032, 31439, 45030, 28480, 7251, 1211, 3615, 3555, 6156, 2304, 2655, 5172, 4587, 9957, 14739, 2423, 9819, 23758, 1975, 5016, 8315, 41850, 4032, 25528, 3224, 6156, 995, 16095, 9957, 14739, 3224, 23758, 39896, 3615, 9566, 1829, 8315, 6055, 1211, 9307, 6156, 2288, 9381, 6156, 2407, 11622, 16490, 1211, 9381, 2655, 46811, 10943, 4032, 9307, 5172, 4587, 8315, 14739, 2423, 9819, 23758, 7285, 39896, 3615, 9566, 1829, 8315, 6055, 1211, 9307, 6156, 2288, 9381, 6156, 2407, 11622, 44381, 41850, 5296, 3794, 3224, 8032, 5172, 37983, 19446, 44510, 2655, 8592, 5551, 1211, 3615, 3555, 12602, 17082, 2304, 14739, 41850, 6225, 9640, 5172, 14739, 3224, 23758, 39896, 3615, 9566, 1829, 22653, 6055, 1211, 9307, 6156, 2288, 9381, 6156, 2407, 11622, 44381, 8032, 33546, 26890, 13412, 2407, 10632, 5551, 39648, 23032, 3555, 19446, 9778, 1211, 9957, 1829, 5551, 5172, 37983, 4724, 9566, 16572, 28671, 6055, 7649, 10632, 7251, 43020, 37495, 9566, 9957, 1829, 5551, 4117, 2655, 2288], "avg_logprob": -0.13452743884266877, "compression_ratio": 2.1633466135458166, "no_speech_prob": 3.814697265625e-06, "words": [{"start": 3316.17, "end": 3316.57, "word": "خلاص", "probability": 0.865234375}, {"start": 3316.57, "end": 3316.99, "word": " أنا", "probability": 0.69775390625}, {"start": 3316.99, "end": 3317.27, "word": " بعرف", "probability": 0.987060546875}, {"start": 3317.27, "end": 3317.59, "word": " ألعب", "probability": 0.9866943359375}, {"start": 3317.59, "end": 3317.73, "word": " و", "probability": 0.414794921875}, {"start": 3317.73, "end": 3317.83, "word": " هو", "probability": 0.97265625}, {"start": 3317.83, "end": 3318.13, "word": " بعرف", "probability": 0.90185546875}, {"start": 3318.13, "end": 3318.49, "word": " يلعب", "probability": 0.9962158203125}, {"start": 3318.49, "end": 3319.57, "word": " فمتفقين", "probability": 0.9423014322916666}, {"start": 3319.57, "end": 3319.67, "word": " أن", "probability": 0.496826171875}, {"start": 3319.67, "end": 3319.79, "word": " ال", "probability": 0.88671875}, {"start": 3319.79, "end": 3320.03, "word": " branch", "probability": 0.78662109375}, {"start": 3320.03, "end": 3320.23, "word": " هذا", "probability": 0.6826171875}, {"start": 3320.23, "end": 3320.41, "word": " احنا", "probability": 0.7825520833333334}, {"start": 3320.41, "end": 3320.63, "word": " أنا", "probability": 0.35400390625}, {"start": 3320.63, "end": 3320.95, "word": " وياه", "probability": 0.86962890625}, {"start": 3320.95, "end": 3321.53, "word": " فاهمين", "probability": 0.93017578125}, {"start": 3321.53, "end": 3322.23, "word": " أنه", "probability": 0.59521484375}, {"start": 3322.23, "end": 3322.39, "word": " هذا", "probability": 0.75146484375}, {"start": 3322.39, "end": 3322.79, "word": " هيعطينا", "probability": 0.84814453125}, {"start": 3322.79, "end": 3322.99, "word": " تلات", "probability": 0.7255859375}, {"start": 3322.99, "end": 3323.19, "word": " فرص", "probability": 0.9840494791666666}, {"start": 3323.19, "end": 3323.49, "word": " فوز", "probability": 0.9796549479166666}, {"start": 3323.49, "end": 3324.59, "word": " خلصت", "probability": 0.8721923828125}, {"start": 3324.59, "end": 3325.17, "word": " تمام", "probability": 0.876953125}, {"start": 3325.17, "end": 3326.93, "word": " واتفقنا", "probability": 0.89189453125}, {"start": 3326.93, "end": 3327.11, "word": " أن", "probability": 0.8369140625}, {"start": 3327.11, "end": 3327.25, "word": " ال", "probability": 0.6455078125}, {"start": 3327.25, "end": 3327.59, "word": " branch", "probability": 0.81591796875}, {"start": 3327.59, "end": 3327.99, "word": " هذا", "probability": 0.8525390625}, {"start": 3327.99, "end": 3328.69, "word": " minimum", "probability": 0.79833984375}, {"start": 3328.69, "end": 3329.19, "word": " هيعطينا", "probability": 0.906640625}, {"start": 3329.19, "end": 3329.43, "word": " تلات", "probability": 0.9611002604166666}, {"start": 3329.43, "end": 3329.67, "word": " فرص", "probability": 0.9982096354166666}, {"start": 3329.67, "end": 3329.97, "word": " فوز", "probability": 0.99658203125}, {"start": 3329.97, "end": 3330.49, "word": " لكن", "probability": 0.921875}, {"start": 3330.49, "end": 3331.05, "word": " أنا", "probability": 0.7060546875}, {"start": 3331.05, "end": 3332.85, "word": " لسه", "probability": 0.9345703125}, {"start": 3332.85, "end": 3333.59, "word": " هفكر", "probability": 0.9619140625}, {"start": 3333.59, "end": 3334.81, "word": " مابدتش", "probability": 0.72991943359375}, {"start": 3334.81, "end": 3335.17, "word": " ألعب", "probability": 0.98583984375}, {"start": 3335.17, "end": 3335.63, "word": " رغم", "probability": 0.9733072916666666}, {"start": 3335.63, "end": 3335.71, "word": " أن", "probability": 0.82421875}, {"start": 3335.71, "end": 3335.81, "word": " أنا", "probability": 0.7236328125}, {"start": 3335.81, "end": 3336.03, "word": " عارف", "probability": 0.9817708333333334}, {"start": 3336.03, "end": 3336.15, "word": " أنه", "probability": 0.67138671875}, {"start": 3336.15, "end": 3336.21, "word": " هذا", "probability": 0.6494140625}, {"start": 3336.21, "end": 3336.49, "word": " هيعطيني", "probability": 0.833984375}, {"start": 3336.49, "end": 3336.67, "word": " تلات", "probability": 0.978515625}, {"start": 3336.67, "end": 3336.85, "word": " فرص", "probability": 0.9986979166666666}, {"start": 3336.85, "end": 3337.09, "word": " فوز", "probability": 0.9970703125}, {"start": 3337.09, "end": 3337.45, "word": " لكن", "probability": 0.93408203125}, {"start": 3337.45, "end": 3337.91, "word": " هاصبر", "probability": 0.7932942708333334}, {"start": 3337.91, "end": 3338.23, "word": " شوية", "probability": 0.8753255208333334}, {"start": 3338.23, "end": 3338.57, "word": " أقول", "probability": 0.86376953125}, {"start": 3338.57, "end": 3339.03, "word": " طب", "probability": 0.8701171875}, {"start": 3339.03, "end": 3339.41, "word": " ماخليني", "probability": 0.93271484375}, {"start": 3339.41, "end": 3339.71, "word": " أفكر", "probability": 0.9430338541666666}, {"start": 3339.71, "end": 3340.07, "word": " بطريقة", "probability": 0.9752197265625}, {"start": 3340.07, "end": 3340.29, "word": " تانية", "probability": 0.9957682291666666}, {"start": 3340.29, "end": 3340.55, "word": " يمكن", "probability": 0.9736328125}, {"start": 3340.55, "end": 3341.07, "word": " يعطيني", "probability": 0.9053955078125}, {"start": 3341.07, "end": 3342.35, "word": " أكتر", "probability": 0.9697265625}], "temperature": 1.0}, {"id": 143, "seek": 336814, "start": 3343.48, "end": 3368.14, "text": "shake يمكن يعطيني أكتر فروحت جربنا هنا ال branch هذا اعطى اتنين وانا ضامن انه في لعبة في النص لخاصمي .. خاصمي مستحيل يعطيني اكتر من الاتنين لو هدول زادوا حتى لأنه انا بحترم ان هو فاهم اللعبة فانا عارف انه مش هيعطيني اكتر من فرصة ان فوز عشان هيك خلاص بوقف ال .. مافيش داعي اكمل في ال branch هذا", "tokens": [2716, 619, 7251, 43020, 37495, 9566, 1829, 22653, 5551, 4117, 2655, 2288, 6156, 32887, 33753, 10874, 25513, 8315, 34105, 2423, 9819, 23758, 1975, 3615, 9566, 7578, 1975, 2655, 1863, 9957, 4032, 7649, 995, 48812, 10943, 1863, 16472, 3224, 8978, 5296, 3615, 49401, 8978, 28239, 9381, 5296, 9778, 33546, 2304, 1829, 4386, 16490, 33546, 2304, 1829, 3714, 14851, 5016, 26895, 37495, 9566, 1829, 22653, 1975, 4117, 2655, 2288, 9154, 2423, 9307, 1863, 9957, 45164, 8032, 3215, 12610, 30767, 18513, 14407, 11331, 49975, 5296, 33456, 3224, 1975, 8315, 4724, 33753, 2288, 2304, 16472, 31439, 6156, 995, 16095, 13672, 3615, 49401, 6156, 7649, 995, 6225, 9640, 5172, 16472, 3224, 37893, 39896, 3615, 9566, 9957, 1829, 1975, 4117, 2655, 2288, 9154, 6156, 2288, 9381, 3660, 16472, 6156, 2407, 11622, 6225, 8592, 7649, 39896, 4117, 16490, 1211, 33546, 4724, 30543, 5172, 2423, 4386, 19446, 41185, 8592, 11778, 45761, 1829, 1975, 24793, 1211, 8978, 2423, 9819, 23758], "avg_logprob": -0.1807154670945908, "compression_ratio": 1.9573643410852712, "no_speech_prob": 9.775161743164062e-06, "words": [{"start": 3343.48, "end": 3344.02, "word": "shake", "probability": 0.5546875}, {"start": 3344.02, "end": 3344.7, "word": " يمكن", "probability": 0.91357421875}, {"start": 3344.7, "end": 3345.24, "word": " يعطيني", "probability": 0.85595703125}, {"start": 3345.24, "end": 3345.6, "word": " أكتر", "probability": 0.9442138671875}, {"start": 3345.6, "end": 3346.14, "word": " فروحت", "probability": 0.81884765625}, {"start": 3346.14, "end": 3346.58, "word": " جربنا", "probability": 0.9763997395833334}, {"start": 3346.58, "end": 3346.88, "word": " هنا", "probability": 0.99267578125}, {"start": 3346.88, "end": 3347.98, "word": " ال", "probability": 0.95263671875}, {"start": 3347.98, "end": 3348.26, "word": " branch", "probability": 0.86474609375}, {"start": 3348.26, "end": 3348.62, "word": " هذا", "probability": 0.437744140625}, {"start": 3348.62, "end": 3349.24, "word": " اعطى", "probability": 0.9071044921875}, {"start": 3349.24, "end": 3349.7, "word": " اتنين", "probability": 0.828369140625}, {"start": 3349.7, "end": 3350.4, "word": " وانا", "probability": 0.7932942708333334}, {"start": 3350.4, "end": 3350.66, "word": " ضامن", "probability": 0.7659505208333334}, {"start": 3350.66, "end": 3350.86, "word": " انه", "probability": 0.722412109375}, {"start": 3350.86, "end": 3351.04, "word": " في", "probability": 0.91015625}, {"start": 3351.04, "end": 3352.02, "word": " لعبة", "probability": 0.9677734375}, {"start": 3352.02, "end": 3352.18, "word": " في", "probability": 0.82177734375}, {"start": 3352.18, "end": 3352.5, "word": " النص", "probability": 0.945556640625}, {"start": 3352.5, "end": 3353.36, "word": " لخاصمي", "probability": 0.7041015625}, {"start": 3353.36, "end": 3354.9, "word": " ..", "probability": 0.467529296875}, {"start": 3354.9, "end": 3355.26, "word": " خاصمي", "probability": 0.8616943359375}, {"start": 3355.26, "end": 3355.68, "word": " مستحيل", "probability": 0.9798583984375}, {"start": 3355.68, "end": 3355.98, "word": " يعطيني", "probability": 0.8612060546875}, {"start": 3355.98, "end": 3356.24, "word": " اكتر", "probability": 0.87298583984375}, {"start": 3356.24, "end": 3356.38, "word": " من", "probability": 0.98681640625}, {"start": 3356.38, "end": 3357.08, "word": " الاتنين", "probability": 0.82763671875}, {"start": 3357.08, "end": 3357.54, "word": " لو", "probability": 0.83837890625}, {"start": 3357.54, "end": 3357.78, "word": " هدول", "probability": 0.9423828125}, {"start": 3357.78, "end": 3358.1, "word": " زادوا", "probability": 0.9793294270833334}, {"start": 3358.1, "end": 3358.44, "word": " حتى", "probability": 0.927001953125}, {"start": 3358.44, "end": 3359.86, "word": " لأنه", "probability": 0.6770833333333334}, {"start": 3359.86, "end": 3360.0, "word": " انا", "probability": 0.826171875}, {"start": 3360.0, "end": 3360.42, "word": " بحترم", "probability": 0.917236328125}, {"start": 3360.42, "end": 3360.52, "word": " ان", "probability": 0.787109375}, {"start": 3360.52, "end": 3360.66, "word": " هو", "probability": 0.876953125}, {"start": 3360.66, "end": 3361.02, "word": " فاهم", "probability": 0.9892578125}, {"start": 3361.02, "end": 3361.4, "word": " اللعبة", "probability": 0.9860026041666666}, {"start": 3361.4, "end": 3362.12, "word": " فانا", "probability": 0.9318033854166666}, {"start": 3362.12, "end": 3362.36, "word": " عارف", "probability": 0.9947916666666666}, {"start": 3362.36, "end": 3362.48, "word": " انه", "probability": 0.869873046875}, {"start": 3362.48, "end": 3362.58, "word": " مش", "probability": 0.9892578125}, {"start": 3362.58, "end": 3363.04, "word": " هيعطيني", "probability": 0.788916015625}, {"start": 3363.04, "end": 3363.36, "word": " اكتر", "probability": 0.93994140625}, {"start": 3363.36, "end": 3363.52, "word": " من", "probability": 0.99365234375}, {"start": 3363.52, "end": 3363.92, "word": " فرصة", "probability": 0.550048828125}, {"start": 3363.92, "end": 3364.0, "word": " ان", "probability": 0.439697265625}, {"start": 3364.0, "end": 3364.36, "word": " فوز", "probability": 0.8473307291666666}, {"start": 3364.36, "end": 3365.5, "word": " عشان", "probability": 0.8759765625}, {"start": 3365.5, "end": 3365.78, "word": " هيك", "probability": 0.9638671875}, {"start": 3365.78, "end": 3366.02, "word": " خلاص", "probability": 0.9796549479166666}, {"start": 3366.02, "end": 3366.38, "word": " بوقف", "probability": 0.9466145833333334}, {"start": 3366.38, "end": 3366.52, "word": " ال", "probability": 0.4794921875}, {"start": 3366.52, "end": 3366.7, "word": " ..", "probability": 0.95751953125}, {"start": 3366.7, "end": 3367.04, "word": " مافيش", "probability": 0.939453125}, {"start": 3367.04, "end": 3367.14, "word": " داعي", "probability": 0.87255859375}, {"start": 3367.14, "end": 3367.5, "word": " اكمل", "probability": 0.8567708333333334}, {"start": 3367.5, "end": 3367.58, "word": " في", "probability": 0.84619140625}, {"start": 3367.58, "end": 3367.66, "word": " ال", "probability": 0.99755859375}, {"start": 3367.66, "end": 3367.9, "word": " branch", "probability": 0.85791015625}, {"start": 3367.9, "end": 3368.14, "word": " هذا", "probability": 0.82470703125}], "temperature": 1.0}, {"id": 144, "seek": 339817, "start": 3369.43, "end": 3398.17, "text": "أطلاقًا مافيش داعي أكمل فيه و أحط حالي تحت رحمة احتمالات أني ألعبها على أمل إنه ان شاء الله مايشوفش الخطوة هذه، ان شاء الله يختار إشي تاني، لأ مافيش فيها حاجة هيك أخمن إنه يمكن مايختارش، هو أكيد بدي أتعامل معه إنه هيختار ليه الإتنين، تمام؟ طبعًا هو بالنسباله لسه منتظر لأنه ممكن يجللني عن الإتنين، بس أنا مش معني أكمل أصلا، لأنه حتى الإتنين بالنسبالي غير مرضية", "tokens": [10721, 9566, 15040, 4587, 14111, 995, 19446, 41185, 8592, 11778, 45761, 1829, 5551, 24793, 1211, 8978, 3224, 4032, 5551, 5016, 9566, 11331, 6027, 1829, 6055, 33753, 12602, 35571, 3660, 1975, 33753, 2304, 6027, 9307, 14739, 1829, 5551, 1211, 3615, 3555, 11296, 15844, 5551, 42213, 36145, 3224, 16472, 13412, 16606, 21984, 19446, 1829, 8592, 38688, 8592, 33962, 9566, 2407, 3660, 29538, 12399, 16472, 13412, 16606, 21984, 7251, 46456, 9640, 11933, 8592, 1829, 6055, 7649, 1829, 12399, 5296, 10721, 19446, 41185, 8592, 8978, 11296, 11331, 26108, 3660, 39896, 4117, 5551, 9778, 27842, 36145, 3224, 7251, 43020, 19446, 1829, 46456, 9640, 8592, 12399, 31439, 5551, 4117, 25708, 4724, 16254, 5551, 2655, 3615, 10943, 1211, 20449, 3224, 36145, 3224, 39896, 46456, 9640, 32239, 3224, 33688, 2655, 1863, 9957, 12399, 46811, 10943, 22807, 23032, 3555, 3615, 14111, 995, 31439, 20666, 1863, 35457, 6027, 3224, 5296, 3794, 3224, 9154, 2655, 19913, 2288, 5296, 33456, 3224, 3714, 43020, 7251, 7435, 1211, 1211, 22653, 18871, 33688, 2655, 1863, 9957, 12399, 4724, 3794, 41850, 37893, 20449, 22653, 5551, 24793, 1211, 5551, 9381, 15040, 12399, 5296, 33456, 3224, 11331, 49975, 33688, 2655, 1863, 9957, 20666, 1863, 35457, 6027, 1829, 32771, 13546, 3714, 43042, 10632], "avg_logprob": -0.12395833562581968, "compression_ratio": 2.1100323624595467, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 3369.43, "end": 3369.97, "word": "أطلاقًا", "probability": 0.700439453125}, {"start": 3369.97, "end": 3370.19, "word": " مافيش", "probability": 0.9371744791666666}, {"start": 3370.19, "end": 3370.29, "word": " داعي", "probability": 0.77294921875}, {"start": 3370.29, "end": 3370.63, "word": " أكمل", "probability": 0.9352213541666666}, {"start": 3370.63, "end": 3370.89, "word": " فيه", "probability": 0.99072265625}, {"start": 3370.89, "end": 3371.19, "word": " و", "probability": 0.65478515625}, {"start": 3371.19, "end": 3371.37, "word": " أحط", "probability": 0.9142252604166666}, {"start": 3371.37, "end": 3371.61, "word": " حالي", "probability": 0.9500325520833334}, {"start": 3371.61, "end": 3371.85, "word": " تحت", "probability": 0.997314453125}, {"start": 3371.85, "end": 3372.23, "word": " رحمة", "probability": 0.99462890625}, {"start": 3372.23, "end": 3372.93, "word": " احتمالات", "probability": 0.976171875}, {"start": 3372.93, "end": 3373.73, "word": " أني", "probability": 0.4422607421875}, {"start": 3373.73, "end": 3374.33, "word": " ألعبها", "probability": 0.98818359375}, {"start": 3374.33, "end": 3374.67, "word": " على", "probability": 0.9130859375}, {"start": 3374.67, "end": 3374.91, "word": " أمل", "probability": 0.86572265625}, {"start": 3374.91, "end": 3375.15, "word": " إنه", "probability": 0.7216796875}, {"start": 3375.15, "end": 3375.35, "word": " ان", "probability": 0.603515625}, {"start": 3375.35, "end": 3375.41, "word": " شاء", "probability": 0.915283203125}, {"start": 3375.41, "end": 3375.49, "word": " الله", "probability": 0.927734375}, {"start": 3375.49, "end": 3375.89, "word": " مايشوفش", "probability": 0.92783203125}, {"start": 3375.89, "end": 3376.81, "word": " الخطوة", "probability": 0.9713134765625}, {"start": 3376.81, "end": 3377.45, "word": " هذه،", "probability": 0.6036376953125}, {"start": 3377.45, "end": 3377.59, "word": " ان", "probability": 0.77001953125}, {"start": 3377.59, "end": 3377.71, "word": " شاء", "probability": 0.970458984375}, {"start": 3377.71, "end": 3377.73, "word": " الله", "probability": 0.955078125}, {"start": 3377.73, "end": 3378.03, "word": " يختار", "probability": 0.9957682291666666}, {"start": 3378.03, "end": 3378.23, "word": " إشي", "probability": 0.7908528645833334}, {"start": 3378.23, "end": 3378.89, "word": " تاني،", "probability": 0.9437255859375}, {"start": 3378.89, "end": 3379.09, "word": " لأ", "probability": 0.88916015625}, {"start": 3379.09, "end": 3379.33, "word": " مافيش", "probability": 0.81884765625}, {"start": 3379.33, "end": 3379.67, "word": " فيها", "probability": 0.982421875}, {"start": 3379.67, "end": 3379.99, "word": " حاجة", "probability": 0.9939778645833334}, {"start": 3379.99, "end": 3380.29, "word": " هيك", "probability": 0.6785888671875}, {"start": 3380.29, "end": 3381.83, "word": " أخمن", "probability": 0.8292643229166666}, {"start": 3381.83, "end": 3382.13, "word": " إنه", "probability": 0.7978515625}, {"start": 3382.13, "end": 3382.39, "word": " يمكن", "probability": 0.84765625}, {"start": 3382.39, "end": 3383.19, "word": " مايختارش،", "probability": 0.8804524739583334}, {"start": 3383.19, "end": 3383.43, "word": " هو", "probability": 0.98388671875}, {"start": 3383.43, "end": 3384.23, "word": " أكيد", "probability": 0.9832356770833334}, {"start": 3384.23, "end": 3384.47, "word": " بدي", "probability": 0.882080078125}, {"start": 3384.47, "end": 3384.89, "word": " أتعامل", "probability": 0.96181640625}, {"start": 3384.89, "end": 3385.15, "word": " معه", "probability": 0.91650390625}, {"start": 3385.15, "end": 3385.51, "word": " إنه", "probability": 0.894775390625}, {"start": 3385.51, "end": 3385.93, "word": " هيختار", "probability": 0.8992513020833334}, {"start": 3385.93, "end": 3386.35, "word": " ليه", "probability": 0.84814453125}, {"start": 3386.35, "end": 3388.05, "word": " الإتنين،", "probability": 0.7875}, {"start": 3388.05, "end": 3388.63, "word": " تمام؟", "probability": 0.9290364583333334}, {"start": 3388.63, "end": 3388.89, "word": " طبعًا", "probability": 0.97197265625}, {"start": 3388.89, "end": 3389.01, "word": " هو", "probability": 0.96484375}, {"start": 3389.01, "end": 3389.79, "word": " بالنسباله", "probability": 0.98671875}, {"start": 3389.79, "end": 3390.85, "word": " لسه", "probability": 0.9558919270833334}, {"start": 3390.85, "end": 3391.29, "word": " منتظر", "probability": 0.9376220703125}, {"start": 3391.29, "end": 3391.59, "word": " لأنه", "probability": 0.8642578125}, {"start": 3391.59, "end": 3391.85, "word": " ممكن", "probability": 0.969482421875}, {"start": 3391.85, "end": 3392.55, "word": " يجللني", "probability": 0.94306640625}, {"start": 3392.55, "end": 3392.75, "word": " عن", "probability": 0.99609375}, {"start": 3392.75, "end": 3394.49, "word": " الإتنين،", "probability": 0.9677734375}, {"start": 3394.49, "end": 3394.67, "word": " بس", "probability": 0.991943359375}, {"start": 3394.67, "end": 3394.91, "word": " أنا", "probability": 0.87890625}, {"start": 3394.91, "end": 3395.09, "word": " مش", "probability": 0.98486328125}, {"start": 3395.09, "end": 3395.73, "word": " معني", "probability": 0.6923828125}, {"start": 3395.73, "end": 3396.13, "word": " أكمل", "probability": 0.9508463541666666}, {"start": 3396.13, "end": 3396.49, "word": " أصلا،", "probability": 0.841796875}, {"start": 3396.49, "end": 3396.73, "word": " لأنه", "probability": 0.89794921875}, {"start": 3396.73, "end": 3396.93, "word": " حتى", "probability": 0.9541015625}, {"start": 3396.93, "end": 3397.23, "word": " الإتنين", "probability": 0.98876953125}, {"start": 3397.23, "end": 3397.61, "word": " بالنسبالي", "probability": 0.98701171875}, {"start": 3397.61, "end": 3397.79, "word": " غير", "probability": 0.997802734375}, {"start": 3397.79, "end": 3398.17, "word": " مرضية", "probability": 0.9895833333333334}], "temperature": 1.0}, {"id": 145, "seek": 342314, "start": 3398.88, "end": 3423.14, "text": "ليش؟ لأنه في أفضل منها فخلاص بوقف هنا البحث وبشوف اللي وراه بشوف طريقة حل تالتة طريقة الحل التالتة جالت لإنه مبدأيًا هي بتطلعلك فرصة بـ14 آه جاديرة أني أكمل فيها هذه لازم أكمل فيها ليش؟ لأنه 14 أحسن من اللي أنا مخزنه في دماغي اللي مخزنه أبو التلاتة فمبدأيًا لأن إيش صار؟", "tokens": [20292, 8592, 22807, 5296, 33456, 3224, 8978, 5551, 5172, 11242, 1211, 9154, 11296, 6156, 9778, 1211, 33546, 4724, 30543, 5172, 34105, 29739, 5016, 12984, 46599, 8592, 38688, 13672, 1829, 4032, 23557, 3224, 4724, 8592, 38688, 23032, 16572, 28671, 11331, 1211, 6055, 6027, 2655, 3660, 23032, 16572, 28671, 21542, 1211, 16712, 6027, 2655, 3660, 10874, 6027, 2655, 5296, 28814, 1863, 3224, 3714, 44510, 10721, 1829, 14111, 995, 39896, 39894, 9566, 1211, 3615, 23275, 6156, 2288, 9381, 3660, 4724, 39184, 7271, 19753, 3224, 10874, 18513, 48923, 14739, 1829, 5551, 24793, 1211, 8978, 11296, 29538, 5296, 31377, 2304, 5551, 24793, 1211, 8978, 11296, 32239, 8592, 22807, 5296, 33456, 3224, 3499, 5551, 5016, 3794, 1863, 9154, 13672, 1829, 41850, 3714, 9778, 11622, 1863, 3224, 8978, 11778, 2304, 5718, 118, 1829, 13672, 1829, 3714, 9778, 11622, 1863, 3224, 5551, 3555, 2407, 16712, 1211, 9307, 3660, 6156, 2304, 44510, 10721, 1829, 14111, 995, 5296, 33456, 11933, 1829, 8592, 20328, 9640, 22807], "avg_logprob": -0.14453124541502732, "compression_ratio": 1.991769547325103, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 3398.88, "end": 3399.58, "word": "ليش؟", "probability": 0.9031575520833334}, {"start": 3399.58, "end": 3400.06, "word": " لأنه", "probability": 0.76318359375}, {"start": 3400.06, "end": 3400.46, "word": " في", "probability": 0.9169921875}, {"start": 3400.46, "end": 3400.82, "word": " أفضل", "probability": 0.9141845703125}, {"start": 3400.82, "end": 3401.1, "word": " منها", "probability": 0.99365234375}, {"start": 3401.1, "end": 3401.82, "word": " فخلاص", "probability": 0.856201171875}, {"start": 3401.82, "end": 3402.68, "word": " بوقف", "probability": 0.666015625}, {"start": 3402.68, "end": 3402.86, "word": " هنا", "probability": 0.8271484375}, {"start": 3402.86, "end": 3403.3, "word": " البحث", "probability": 0.9951171875}, {"start": 3403.3, "end": 3404.24, "word": " وبشوف", "probability": 0.8642578125}, {"start": 3404.24, "end": 3404.4, "word": " اللي", "probability": 0.9794921875}, {"start": 3404.4, "end": 3404.86, "word": " وراه", "probability": 0.9454752604166666}, {"start": 3404.86, "end": 3405.38, "word": " بشوف", "probability": 0.8720703125}, {"start": 3405.38, "end": 3405.7, "word": " طريقة", "probability": 0.98779296875}, {"start": 3405.7, "end": 3405.98, "word": " حل", "probability": 0.93798828125}, {"start": 3405.98, "end": 3406.74, "word": " تالتة", "probability": 0.9251708984375}, {"start": 3406.74, "end": 3407.4, "word": " طريقة", "probability": 0.96044921875}, {"start": 3407.4, "end": 3407.64, "word": " الحل", "probability": 0.821533203125}, {"start": 3407.64, "end": 3407.98, "word": " التالتة", "probability": 0.95068359375}, {"start": 3407.98, "end": 3408.18, "word": " جالت", "probability": 0.8704427083333334}, {"start": 3408.18, "end": 3408.66, "word": " لإنه", "probability": 0.82421875}, {"start": 3408.66, "end": 3409.42, "word": " مبدأيًا", "probability": 0.769287109375}, {"start": 3409.42, "end": 3409.92, "word": " هي", "probability": 0.88671875}, {"start": 3409.92, "end": 3410.58, "word": " بتطلعلك", "probability": 0.83759765625}, {"start": 3410.58, "end": 3410.9, "word": " فرصة", "probability": 0.9962158203125}, {"start": 3410.9, "end": 3411.36, "word": " بـ14", "probability": 0.5699869791666666}, {"start": 3411.36, "end": 3411.92, "word": " آه", "probability": 0.58404541015625}, {"start": 3411.92, "end": 3412.4, "word": " جاديرة", "probability": 0.7447102864583334}, {"start": 3412.4, "end": 3412.62, "word": " أني", "probability": 0.664306640625}, {"start": 3412.62, "end": 3413.04, "word": " أكمل", "probability": 0.9578450520833334}, {"start": 3413.04, "end": 3413.34, "word": " فيها", "probability": 0.994140625}, {"start": 3413.34, "end": 3413.64, "word": " هذه", "probability": 0.908203125}, {"start": 3413.64, "end": 3414.24, "word": " لازم", "probability": 0.9425455729166666}, {"start": 3414.24, "end": 3414.52, "word": " أكمل", "probability": 0.96533203125}, {"start": 3414.52, "end": 3414.7, "word": " فيها", "probability": 0.9873046875}, {"start": 3414.7, "end": 3415.1, "word": " ليش؟", "probability": 0.7762044270833334}, {"start": 3415.1, "end": 3415.36, "word": " لأنه", "probability": 0.8416341145833334}, {"start": 3415.36, "end": 3415.66, "word": " 14", "probability": 0.7138671875}, {"start": 3415.66, "end": 3417.2, "word": " أحسن", "probability": 0.992431640625}, {"start": 3417.2, "end": 3417.44, "word": " من", "probability": 0.95263671875}, {"start": 3417.44, "end": 3417.54, "word": " اللي", "probability": 0.973388671875}, {"start": 3417.54, "end": 3417.68, "word": " أنا", "probability": 0.9111328125}, {"start": 3417.68, "end": 3418.18, "word": " مخزنه", "probability": 0.9544921875}, {"start": 3418.18, "end": 3418.28, "word": " في", "probability": 0.9716796875}, {"start": 3418.28, "end": 3418.84, "word": " دماغي", "probability": 0.979296875}, {"start": 3418.84, "end": 3419.74, "word": " اللي", "probability": 0.9345703125}, {"start": 3419.74, "end": 3420.1, "word": " مخزنه", "probability": 0.9904296875}, {"start": 3420.1, "end": 3420.26, "word": " أبو", "probability": 0.8929036458333334}, {"start": 3420.26, "end": 3420.8, "word": " التلاتة", "probability": 0.9534912109375}, {"start": 3420.8, "end": 3422.18, "word": " فمبدأيًا", "probability": 0.9446847098214286}, {"start": 3422.18, "end": 3422.38, "word": " لأن", "probability": 0.594482421875}, {"start": 3422.38, "end": 3422.58, "word": " إيش", "probability": 0.927734375}, {"start": 3422.58, "end": 3423.14, "word": " صار؟", "probability": 0.9664713541666666}], "temperature": 1.0}, {"id": 146, "seek": 344960, "start": 3424.86, "end": 3449.6, "text": "اربعتاش و هنا صار عندى احتمال ها minimum تلت فرص فوز لكن maximum اربعتاشر فرصة لكن انا لسه محددتش وين ليش لأن ال maximum هذه لسه مش قرار نهائي ليش لأن قرارها عند الخاصم ليش عند الخاصم لأن الخاصم لسه في عنده عنده two successors", "tokens": [9640, 3555, 34268, 33599, 4032, 34105, 20328, 9640, 43242, 7578, 1975, 33753, 2304, 6027, 8032, 995, 7285, 6055, 1211, 2655, 6156, 2288, 9381, 6156, 2407, 11622, 44381, 6674, 1975, 25513, 34268, 33599, 2288, 6156, 2288, 9381, 3660, 44381, 1975, 8315, 5296, 3794, 3224, 3714, 24401, 3215, 2655, 8592, 4032, 9957, 32239, 8592, 5296, 33456, 2423, 6674, 29538, 5296, 3794, 3224, 37893, 12174, 2288, 9640, 8717, 3224, 16373, 1829, 32239, 8592, 5296, 33456, 12174, 2288, 9640, 11296, 43242, 33962, 33546, 2304, 32239, 8592, 43242, 33962, 33546, 2304, 5296, 33456, 33962, 33546, 2304, 5296, 3794, 3224, 8978, 43242, 3224, 43242, 3224, 732, 2245, 830], "avg_logprob": -0.16034587667983713, "compression_ratio": 1.87, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 3424.86, "end": 3425.68, "word": "اربعتاش", "probability": 0.71038818359375}, {"start": 3425.68, "end": 3426.68, "word": " و", "probability": 0.3720703125}, {"start": 3426.68, "end": 3426.86, "word": " هنا", "probability": 0.75341796875}, {"start": 3426.86, "end": 3427.08, "word": " صار", "probability": 0.918212890625}, {"start": 3427.08, "end": 3427.78, "word": " عندى", "probability": 0.6866455078125}, {"start": 3427.78, "end": 3428.54, "word": " احتمال", "probability": 0.984130859375}, {"start": 3428.54, "end": 3429.14, "word": " ها", "probability": 0.39337158203125}, {"start": 3429.14, "end": 3430.02, "word": " minimum", "probability": 0.66943359375}, {"start": 3430.02, "end": 3431.44, "word": " تلت", "probability": 0.8824869791666666}, {"start": 3431.44, "end": 3431.72, "word": " فرص", "probability": 0.9928385416666666}, {"start": 3431.72, "end": 3432.04, "word": " فوز", "probability": 0.9801432291666666}, {"start": 3432.04, "end": 3432.44, "word": " لكن", "probability": 0.90869140625}, {"start": 3432.44, "end": 3433.08, "word": " maximum", "probability": 0.873046875}, {"start": 3433.08, "end": 3433.8, "word": " اربعتاشر", "probability": 0.91533203125}, {"start": 3433.8, "end": 3434.2, "word": " فرصة", "probability": 0.99560546875}, {"start": 3434.2, "end": 3434.56, "word": " لكن", "probability": 0.912109375}, {"start": 3434.56, "end": 3434.7, "word": " انا", "probability": 0.784423828125}, {"start": 3434.7, "end": 3434.86, "word": " لسه", "probability": 0.9427083333333334}, {"start": 3434.86, "end": 3435.7, "word": " محددتش", "probability": 0.93193359375}, {"start": 3435.7, "end": 3436.36, "word": " وين", "probability": 0.86376953125}, {"start": 3436.36, "end": 3436.8, "word": " ليش", "probability": 0.75341796875}, {"start": 3436.8, "end": 3437.0, "word": " لأن", "probability": 0.71337890625}, {"start": 3437.0, "end": 3437.14, "word": " ال", "probability": 0.798828125}, {"start": 3437.14, "end": 3437.5, "word": " maximum", "probability": 0.984375}, {"start": 3437.5, "end": 3437.98, "word": " هذه", "probability": 0.428466796875}, {"start": 3437.98, "end": 3438.6, "word": " لسه", "probability": 0.97900390625}, {"start": 3438.6, "end": 3438.76, "word": " مش", "probability": 0.99072265625}, {"start": 3438.76, "end": 3439.06, "word": " قرار", "probability": 0.98828125}, {"start": 3439.06, "end": 3439.56, "word": " نهائي", "probability": 0.9034423828125}, {"start": 3439.56, "end": 3440.86, "word": " ليش", "probability": 0.837890625}, {"start": 3440.86, "end": 3441.06, "word": " لأن", "probability": 0.875732421875}, {"start": 3441.06, "end": 3441.62, "word": " قرارها", "probability": 0.9144287109375}, {"start": 3441.62, "end": 3442.16, "word": " عند", "probability": 0.99755859375}, {"start": 3442.16, "end": 3442.72, "word": " الخاصم", "probability": 0.86669921875}, {"start": 3442.72, "end": 3443.18, "word": " ليش", "probability": 0.837646484375}, {"start": 3443.18, "end": 3443.34, "word": " عند", "probability": 0.99462890625}, {"start": 3443.34, "end": 3443.74, "word": " الخاصم", "probability": 0.9861653645833334}, {"start": 3443.74, "end": 3443.98, "word": " لأن", "probability": 0.886962890625}, {"start": 3443.98, "end": 3444.42, "word": " الخاصم", "probability": 0.9651692708333334}, {"start": 3444.42, "end": 3444.7, "word": " لسه", "probability": 0.9928385416666666}, {"start": 3444.7, "end": 3444.8, "word": " في", "probability": 0.62548828125}, {"start": 3444.8, "end": 3445.56, "word": " عنده", "probability": 0.942138671875}, {"start": 3445.56, "end": 3447.96, "word": " عنده", "probability": 0.791015625}, {"start": 3447.96, "end": 3448.92, "word": " two", "probability": 0.83154296875}, {"start": 3448.92, "end": 3449.6, "word": " successors", "probability": 0.974853515625}], "temperature": 1.0}, {"id": 147, "seek": 347612, "start": 3450.82, "end": 3476.12, "text": "عنده احتمالية نغير اللعبة تمام هذه اللي خلتنا نقول لو خمسة لو اربعة فيها اتنين طلعوا اتنين خلصت اتنين معناته انا تماما حتى ها ايقن ان لا maximum بالنسبالي اتنين و هو طبعا هايقن انه مش هيقنين اكتر من اتنين تمام خلصت هنا اكيد مش هروح للاتنين التلاتة او فاجلي فالان ثبتنا تلاتة تلاتة وصار ال branch تبع هيه هذا", "tokens": [3615, 41260, 3224, 1975, 33753, 2304, 6027, 10632, 8717, 17082, 13546, 13672, 3615, 49401, 46811, 10943, 29538, 13672, 1829, 16490, 1211, 2655, 8315, 8717, 39648, 45164, 16490, 2304, 3794, 3660, 45164, 1975, 25513, 27884, 8978, 11296, 1975, 2655, 1863, 9957, 23032, 1211, 3615, 14407, 1975, 2655, 1863, 9957, 16490, 1211, 9381, 2655, 1975, 2655, 1863, 9957, 20449, 8315, 47395, 1975, 8315, 46811, 10943, 995, 11331, 49975, 8032, 995, 1975, 1829, 4587, 1863, 16472, 20193, 6674, 20666, 1863, 35457, 6027, 1829, 1975, 2655, 1863, 9957, 4032, 31439, 23032, 3555, 3615, 995, 8032, 995, 1829, 4587, 1863, 16472, 3224, 37893, 39896, 4587, 1863, 9957, 1975, 4117, 2655, 2288, 9154, 1975, 2655, 1863, 9957, 46811, 10943, 16490, 1211, 9381, 2655, 34105, 1975, 4117, 25708, 37893, 8032, 32887, 5016, 24976, 9307, 1863, 9957, 16712, 1211, 9307, 3660, 1975, 2407, 6156, 26108, 20292, 6156, 6027, 7649, 38637, 3555, 2655, 8315, 6055, 1211, 9307, 3660, 6055, 1211, 9307, 3660, 4032, 9381, 9640, 2423, 9819, 6055, 3555, 3615, 39896, 3224, 23758], "avg_logprob": -0.15255681709809737, "compression_ratio": 2.0766283524904217, "no_speech_prob": 5.7220458984375e-06, "words": [{"start": 3450.82, "end": 3451.24, "word": "عنده", "probability": 0.9510091145833334}, {"start": 3451.24, "end": 3451.72, "word": " احتمالية", "probability": 0.84267578125}, {"start": 3451.72, "end": 3452.16, "word": " نغير", "probability": 0.8302408854166666}, {"start": 3452.16, "end": 3452.6, "word": " اللعبة", "probability": 0.98095703125}, {"start": 3452.6, "end": 3453.42, "word": " تمام", "probability": 0.864501953125}, {"start": 3453.42, "end": 3453.94, "word": " هذه", "probability": 0.46044921875}, {"start": 3453.94, "end": 3454.06, "word": " اللي", "probability": 0.896240234375}, {"start": 3454.06, "end": 3454.66, "word": " خلتنا", "probability": 0.98388671875}, {"start": 3454.66, "end": 3455.32, "word": " نقول", "probability": 0.814697265625}, {"start": 3455.32, "end": 3455.58, "word": " لو", "probability": 0.9423828125}, {"start": 3455.58, "end": 3456.14, "word": " خمسة", "probability": 0.9124755859375}, {"start": 3456.14, "end": 3456.3, "word": " لو", "probability": 0.9228515625}, {"start": 3456.3, "end": 3456.64, "word": " اربعة", "probability": 0.70556640625}, {"start": 3456.64, "end": 3456.92, "word": " فيها", "probability": 0.91357421875}, {"start": 3456.92, "end": 3457.16, "word": " اتنين", "probability": 0.9796142578125}, {"start": 3457.16, "end": 3457.72, "word": " طلعوا", "probability": 0.9718017578125}, {"start": 3457.72, "end": 3458.48, "word": " اتنين", "probability": 0.929931640625}, {"start": 3458.48, "end": 3459.14, "word": " خلصت", "probability": 0.992919921875}, {"start": 3459.14, "end": 3460.16, "word": " اتنين", "probability": 0.93798828125}, {"start": 3460.16, "end": 3460.82, "word": " معناته", "probability": 0.94873046875}, {"start": 3460.82, "end": 3461.08, "word": " انا", "probability": 0.7705078125}, {"start": 3461.08, "end": 3461.56, "word": " تماما", "probability": 0.9723307291666666}, {"start": 3461.56, "end": 3461.86, "word": " حتى", "probability": 0.84716796875}, {"start": 3461.86, "end": 3462.08, "word": " ها", "probability": 0.67431640625}, {"start": 3462.08, "end": 3462.46, "word": " ايقن", "probability": 0.7679443359375}, {"start": 3462.46, "end": 3462.94, "word": " ان", "probability": 0.939453125}, {"start": 3462.94, "end": 3463.12, "word": " لا", "probability": 0.406005859375}, {"start": 3463.12, "end": 3463.5, "word": " maximum", "probability": 0.84130859375}, {"start": 3463.5, "end": 3463.98, "word": " بالنسبالي", "probability": 0.92080078125}, {"start": 3463.98, "end": 3464.36, "word": " اتنين", "probability": 0.9698486328125}, {"start": 3464.36, "end": 3464.66, "word": " و", "probability": 0.327880859375}, {"start": 3464.66, "end": 3464.84, "word": " هو", "probability": 0.955078125}, {"start": 3464.84, "end": 3465.1, "word": " طبعا", "probability": 0.9830322265625}, {"start": 3465.1, "end": 3465.5, "word": " هايقن", "probability": 0.725439453125}, {"start": 3465.5, "end": 3465.84, "word": " انه", "probability": 0.945068359375}, {"start": 3465.84, "end": 3466.24, "word": " مش", "probability": 0.96484375}, {"start": 3466.24, "end": 3466.6, "word": " هيقنين", "probability": 0.8458251953125}, {"start": 3466.6, "end": 3466.86, "word": " اكتر", "probability": 0.980712890625}, {"start": 3466.86, "end": 3467.0, "word": " من", "probability": 0.982421875}, {"start": 3467.0, "end": 3467.56, "word": " اتنين", "probability": 0.9935302734375}, {"start": 3467.56, "end": 3468.28, "word": " تمام", "probability": 0.948974609375}, {"start": 3468.28, "end": 3468.84, "word": " خلصت", "probability": 0.9932861328125}, {"start": 3468.84, "end": 3469.06, "word": " هنا", "probability": 0.98486328125}, {"start": 3469.06, "end": 3469.36, "word": " اكيد", "probability": 0.9392903645833334}, {"start": 3469.36, "end": 3469.5, "word": " مش", "probability": 0.9794921875}, {"start": 3469.5, "end": 3469.72, "word": " هروح", "probability": 0.9000651041666666}, {"start": 3469.72, "end": 3470.72, "word": " للاتنين", "probability": 0.7734375}, {"start": 3470.72, "end": 3471.52, "word": " التلاتة", "probability": 0.89306640625}, {"start": 3471.52, "end": 3471.64, "word": " او", "probability": 0.858154296875}, {"start": 3471.64, "end": 3471.96, "word": " فاجلي", "probability": 0.6097819010416666}, {"start": 3471.96, "end": 3472.86, "word": " فالان", "probability": 0.9303385416666666}, {"start": 3472.86, "end": 3473.4, "word": " ثبتنا", "probability": 0.9937744140625}, {"start": 3473.4, "end": 3473.84, "word": " تلاتة", "probability": 0.970458984375}, {"start": 3473.84, "end": 3474.52, "word": " تلاتة", "probability": 0.9598388671875}, {"start": 3474.52, "end": 3475.04, "word": " وصار", "probability": 0.8338216145833334}, {"start": 3475.04, "end": 3475.1, "word": " ال", "probability": 0.96728515625}, {"start": 3475.1, "end": 3475.36, "word": " branch", "probability": 0.89453125}, {"start": 3475.36, "end": 3475.6, "word": " تبع", "probability": 0.90673828125}, {"start": 3475.6, "end": 3475.88, "word": " هيه", "probability": 0.44189453125}, {"start": 3475.88, "end": 3476.12, "word": " هذا", "probability": 0.29833984375}], "temperature": 1.0}, {"id": 148, "seek": 350230, "start": 3476.86, "end": 3502.3, "text": "هذا أفضل branch أو أفضل path ممكن للعبة بهذا الشكل تمام الكلام هذا برضه ممكن تحطوله القاعدة هذه إذا كان أنا يعني اللي هو أعمل brawning ولا ماعملش brawning إذا كان أنا في node N في ال minimum level فبقول إنه beta إذا beta أقل لل N طبعا أقل من Alpha لل parent", "tokens": [3224, 15730, 5551, 5172, 11242, 1211, 9819, 34051, 5551, 5172, 11242, 1211, 3100, 3714, 43020, 24976, 3615, 49401, 39627, 15730, 25124, 28820, 46811, 10943, 2423, 28820, 10943, 23758, 4724, 43042, 3224, 3714, 43020, 6055, 5016, 9566, 12610, 3224, 25062, 995, 22488, 3660, 29538, 11933, 15730, 25961, 41850, 37495, 22653, 13672, 1829, 31439, 5551, 25957, 1211, 1548, 86, 773, 49429, 19446, 25957, 1211, 8592, 1548, 86, 773, 11933, 15730, 25961, 41850, 8978, 9984, 426, 8978, 2423, 7285, 1496, 6156, 3555, 39648, 36145, 3224, 9861, 11933, 15730, 9861, 5551, 4587, 1211, 24976, 426, 23032, 3555, 3615, 995, 5551, 4587, 1211, 9154, 20588, 24976, 2596], "avg_logprob": -0.15344357287999497, "compression_ratio": 1.7124463519313304, "no_speech_prob": 1.4901161193847656e-06, "words": [{"start": 3476.86, "end": 3477.18, "word": "هذا", "probability": 0.79052734375}, {"start": 3477.18, "end": 3477.82, "word": " أفضل", "probability": 0.9508056640625}, {"start": 3477.82, "end": 3478.82, "word": " branch", "probability": 0.64501953125}, {"start": 3478.82, "end": 3479.02, "word": " أو", "probability": 0.904296875}, {"start": 3479.02, "end": 3479.4, "word": " أفضل", "probability": 0.987548828125}, {"start": 3479.4, "end": 3479.82, "word": " path", "probability": 0.96728515625}, {"start": 3479.82, "end": 3480.52, "word": " ممكن", "probability": 0.984130859375}, {"start": 3480.52, "end": 3481.98, "word": " للعبة", "probability": 0.5901692708333334}, {"start": 3481.98, "end": 3482.24, "word": " بهذا", "probability": 0.948486328125}, {"start": 3482.24, "end": 3482.58, "word": " الشكل", "probability": 0.99267578125}, {"start": 3482.58, "end": 3483.74, "word": " تمام", "probability": 0.82373046875}, {"start": 3483.74, "end": 3484.68, "word": " الكلام", "probability": 0.9150390625}, {"start": 3484.68, "end": 3484.84, "word": " هذا", "probability": 0.92724609375}, {"start": 3484.84, "end": 3485.22, "word": " برضه", "probability": 0.9332682291666666}, {"start": 3485.22, "end": 3485.54, "word": " ممكن", "probability": 0.955078125}, {"start": 3485.54, "end": 3486.0, "word": " تحطوله", "probability": 0.97041015625}, {"start": 3486.0, "end": 3486.42, "word": " القاعدة", "probability": 0.9705810546875}, {"start": 3486.42, "end": 3486.74, "word": " هذه", "probability": 0.82080078125}, {"start": 3486.74, "end": 3487.1, "word": " إذا", "probability": 0.861328125}, {"start": 3487.1, "end": 3487.3, "word": " كان", "probability": 0.98681640625}, {"start": 3487.3, "end": 3487.56, "word": " أنا", "probability": 0.7177734375}, {"start": 3487.56, "end": 3488.16, "word": " يعني", "probability": 0.744384765625}, {"start": 3488.16, "end": 3488.6, "word": " اللي", "probability": 0.89892578125}, {"start": 3488.6, "end": 3488.86, "word": " هو", "probability": 0.91455078125}, {"start": 3488.86, "end": 3489.36, "word": " أعمل", "probability": 0.9435221354166666}, {"start": 3489.36, "end": 3489.68, "word": " brawning", "probability": 0.5556233723958334}, {"start": 3489.68, "end": 3489.82, "word": " ولا", "probability": 0.53759765625}, {"start": 3489.82, "end": 3490.14, "word": " ماعملش", "probability": 0.9249267578125}, {"start": 3490.14, "end": 3490.56, "word": " brawning", "probability": 0.9156901041666666}, {"start": 3490.56, "end": 3491.24, "word": " إذا", "probability": 0.884033203125}, {"start": 3491.24, "end": 3491.44, "word": " كان", "probability": 0.98388671875}, {"start": 3491.44, "end": 3491.6, "word": " أنا", "probability": 0.81787109375}, {"start": 3491.6, "end": 3491.76, "word": " في", "probability": 0.9755859375}, {"start": 3491.76, "end": 3492.14, "word": " node", "probability": 0.9091796875}, {"start": 3492.14, "end": 3493.64, "word": " N", "probability": 0.64453125}, {"start": 3493.64, "end": 3494.68, "word": " في", "probability": 0.955078125}, {"start": 3494.68, "end": 3495.02, "word": " ال", "probability": 0.9521484375}, {"start": 3495.02, "end": 3495.36, "word": " minimum", "probability": 0.96240234375}, {"start": 3495.36, "end": 3495.78, "word": " level", "probability": 0.986328125}, {"start": 3495.78, "end": 3496.38, "word": " فبقول", "probability": 0.9698893229166666}, {"start": 3496.38, "end": 3496.64, "word": " إنه", "probability": 0.574951171875}, {"start": 3496.64, "end": 3496.98, "word": " beta", "probability": 0.45361328125}, {"start": 3496.98, "end": 3498.14, "word": " إذا", "probability": 0.97216796875}, {"start": 3498.14, "end": 3498.56, "word": " beta", "probability": 0.8544921875}, {"start": 3498.56, "end": 3499.38, "word": " أقل", "probability": 0.97802734375}, {"start": 3499.38, "end": 3500.18, "word": " لل", "probability": 0.86962890625}, {"start": 3500.18, "end": 3500.38, "word": " N", "probability": 0.455322265625}, {"start": 3500.38, "end": 3500.68, "word": " طبعا", "probability": 0.9871826171875}, {"start": 3500.68, "end": 3501.04, "word": " أقل", "probability": 0.9300130208333334}, {"start": 3501.04, "end": 3501.2, "word": " من", "probability": 0.99609375}, {"start": 3501.2, "end": 3501.54, "word": " Alpha", "probability": 0.56787109375}, {"start": 3501.54, "end": 3501.92, "word": " لل", "probability": 0.88623046875}, {"start": 3501.92, "end": 3502.3, "word": " parent", "probability": 0.8642578125}], "temperature": 1.0}, {"id": 149, "seek": 353016, "start": 3503.68, "end": 3530.16, "text": "بنوقف أما إذا كان في ال maximum و alpha لل in أكبر من beta لل parent بنوقف خلونا نمسكها الآن و نفحصها نتجاوز هذه و بنرجع كمان .. قعدنا كمان مرة عشان بس إيش نكتب هذه القانون .. القانون اللي فوق هيوم هذه القانون اللي عندنا فوق و نبدأ نمسك ال .. ال curve هذا أو ال .. ال tree بهذا الشكل هنا بدأنا اتنين", "tokens": [3555, 1863, 30543, 5172, 5551, 15042, 11933, 15730, 25961, 8978, 2423, 6674, 4032, 8961, 24976, 294, 5551, 4117, 26890, 9154, 9861, 24976, 2596, 44945, 30543, 5172, 16490, 1211, 2407, 8315, 8717, 2304, 3794, 4117, 11296, 6024, 48506, 4032, 8717, 5172, 5016, 9381, 11296, 8717, 2655, 7435, 995, 2407, 11622, 29538, 4032, 44945, 47341, 3615, 9122, 2304, 7649, 4386, 12174, 22488, 8315, 9122, 2304, 7649, 3714, 25720, 6225, 8592, 7649, 4724, 3794, 11933, 1829, 8592, 8717, 4117, 2655, 3555, 29538, 25062, 7649, 11536, 4386, 25062, 7649, 11536, 13672, 1829, 6156, 30543, 39896, 20498, 29538, 25062, 7649, 11536, 13672, 1829, 43242, 8315, 6156, 30543, 4032, 8717, 44510, 10721, 8717, 2304, 3794, 4117, 2423, 4386, 2423, 7605, 23758, 34051, 2423, 4386, 2423, 4230, 39627, 15730, 25124, 28820, 34105, 47525, 10721, 8315, 1975, 2655, 1863, 9957], "avg_logprob": -0.1789238753175377, "compression_ratio": 1.8395522388059702, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 3503.6800000000003, "end": 3504.34, "word": "بنوقف", "probability": 0.9267578125}, {"start": 3504.34, "end": 3504.94, "word": " أما", "probability": 0.810546875}, {"start": 3504.94, "end": 3505.06, "word": " إذا", "probability": 0.810546875}, {"start": 3505.06, "end": 3505.22, "word": " كان", "probability": 0.9677734375}, {"start": 3505.22, "end": 3505.32, "word": " في", "probability": 0.77685546875}, {"start": 3505.32, "end": 3505.42, "word": " ال", "probability": 0.75830078125}, {"start": 3505.42, "end": 3505.82, "word": " maximum", "probability": 0.9423828125}, {"start": 3505.82, "end": 3506.32, "word": " و", "probability": 0.8310546875}, {"start": 3506.32, "end": 3506.7, "word": " alpha", "probability": 0.5068359375}, {"start": 3506.7, "end": 3507.66, "word": " لل", "probability": 0.453369140625}, {"start": 3507.66, "end": 3508.0, "word": " in", "probability": 0.318115234375}, {"start": 3508.0, "end": 3508.56, "word": " أكبر", "probability": 0.9791666666666666}, {"start": 3508.56, "end": 3508.74, "word": " من", "probability": 0.9892578125}, {"start": 3508.74, "end": 3509.08, "word": " beta", "probability": 0.67333984375}, {"start": 3509.08, "end": 3509.48, "word": " لل", "probability": 0.93017578125}, {"start": 3509.48, "end": 3510.04, "word": " parent", "probability": 0.9541015625}, {"start": 3510.04, "end": 3511.08, "word": " بنوقف", "probability": 0.83203125}, {"start": 3511.08, "end": 3511.96, "word": " خلونا", "probability": 0.8809814453125}, {"start": 3511.96, "end": 3512.36, "word": " نمسكها", "probability": 0.99345703125}, {"start": 3512.36, "end": 3512.6, "word": " الآن", "probability": 0.755126953125}, {"start": 3512.6, "end": 3512.88, "word": " و", "probability": 0.9921875}, {"start": 3512.88, "end": 3514.44, "word": " نفحصها", "probability": 0.93779296875}, {"start": 3514.44, "end": 3516.5, "word": " نتجاوز", "probability": 0.9710286458333334}, {"start": 3516.5, "end": 3516.84, "word": " هذه", "probability": 0.8740234375}, {"start": 3516.84, "end": 3517.2, "word": " و", "probability": 0.8984375}, {"start": 3517.2, "end": 3517.58, "word": " بنرجع", "probability": 0.8767903645833334}, {"start": 3517.58, "end": 3518.02, "word": " كمان", "probability": 0.7955729166666666}, {"start": 3518.02, "end": 3518.18, "word": " ..", "probability": 0.16455078125}, {"start": 3518.18, "end": 3518.42, "word": " قعدنا", "probability": 0.8821614583333334}, {"start": 3518.42, "end": 3518.64, "word": " كمان", "probability": 0.9939778645833334}, {"start": 3518.64, "end": 3518.8, "word": " مرة", "probability": 0.947021484375}, {"start": 3518.8, "end": 3519.04, "word": " عشان", "probability": 0.9679361979166666}, {"start": 3519.04, "end": 3519.26, "word": " بس", "probability": 0.9814453125}, {"start": 3519.26, "end": 3519.48, "word": " إيش", "probability": 0.80908203125}, {"start": 3519.48, "end": 3520.1, "word": " نكتب", "probability": 0.9095458984375}, {"start": 3520.1, "end": 3520.22, "word": " هذه", "probability": 0.37353515625}, {"start": 3520.22, "end": 3520.56, "word": " القانون", "probability": 0.9866536458333334}, {"start": 3520.56, "end": 3520.64, "word": " ..", "probability": 0.5185546875}, {"start": 3520.64, "end": 3520.96, "word": " القانون", "probability": 0.9925130208333334}, {"start": 3520.96, "end": 3521.06, "word": " اللي", "probability": 0.5712890625}, {"start": 3521.06, "end": 3521.28, "word": " فوق", "probability": 0.98046875}, {"start": 3521.28, "end": 3521.58, "word": " هيوم", "probability": 0.57275390625}, {"start": 3521.58, "end": 3522.04, "word": " هذه", "probability": 0.552734375}, {"start": 3522.04, "end": 3522.34, "word": " القانون", "probability": 0.99609375}, {"start": 3522.34, "end": 3522.42, "word": " اللي", "probability": 0.990234375}, {"start": 3522.42, "end": 3522.6, "word": " عندنا", "probability": 0.759033203125}, {"start": 3522.6, "end": 3522.82, "word": " فوق", "probability": 0.983154296875}, {"start": 3522.82, "end": 3523.26, "word": " و", "probability": 0.95263671875}, {"start": 3523.26, "end": 3523.48, "word": " نبدأ", "probability": 0.9173177083333334}, {"start": 3523.48, "end": 3523.94, "word": " نمسك", "probability": 0.9925537109375}, {"start": 3523.94, "end": 3524.32, "word": " ال", "probability": 0.9912109375}, {"start": 3524.32, "end": 3524.62, "word": " ..", "probability": 0.84326171875}, {"start": 3524.62, "end": 3525.14, "word": " ال", "probability": 0.94775390625}, {"start": 3525.14, "end": 3525.4, "word": " curve", "probability": 0.95458984375}, {"start": 3525.4, "end": 3525.6, "word": " هذا", "probability": 0.262939453125}, {"start": 3525.6, "end": 3525.92, "word": " أو", "probability": 0.619140625}, {"start": 3525.92, "end": 3526.24, "word": " ال", "probability": 0.96435546875}, {"start": 3526.24, "end": 3526.24, "word": " ..", "probability": 0.43017578125}, {"start": 3526.24, "end": 3526.38, "word": " ال", "probability": 0.810546875}, {"start": 3526.38, "end": 3526.64, "word": " tree", "probability": 0.775390625}, {"start": 3526.64, "end": 3526.98, "word": " بهذا", "probability": 0.962158203125}, {"start": 3526.98, "end": 3527.34, "word": " الشكل", "probability": 0.99462890625}, {"start": 3527.34, "end": 3527.96, "word": " هنا", "probability": 0.50634765625}, {"start": 3527.96, "end": 3528.52, "word": " بدأنا", "probability": 0.9951171875}, {"start": 3528.52, "end": 3530.16, "word": " اتنين", "probability": 0.89111328125}], "temperature": 1.0}, {"id": 150, "seek": 355996, "start": 3531.78, "end": 3559.96, "text": "الاتنين هذه معناته مبدئيا هنا اتنين كفرص فوز تمام و بنفحص إيش في عنده هنا تلاتة لأ هذه max هذه max معناه ذلك أنه لأ أنا بدي أختار تلاتة لأن لما max بيختار بياخد الأعلى لما min بيختار بياخد الأقل أخدنا التلاتة هاي تلاتة ثبتناها الآن واضح أنه من مبدئيا", "tokens": [6027, 9307, 1863, 9957, 29538, 20449, 8315, 47395, 3714, 44510, 19986, 25528, 34105, 1975, 2655, 1863, 9957, 9122, 5172, 2288, 9381, 6156, 2407, 11622, 46811, 10943, 4032, 44945, 5172, 5016, 9381, 11933, 1829, 8592, 8978, 43242, 3224, 34105, 6055, 1211, 9307, 3660, 5296, 10721, 29538, 11469, 29538, 11469, 20449, 8315, 3224, 29910, 23275, 14739, 3224, 5296, 10721, 41850, 4724, 16254, 5551, 46456, 9640, 6055, 1211, 9307, 3660, 5296, 33456, 5296, 15042, 11469, 4724, 1829, 46456, 9640, 4724, 1829, 47283, 3215, 16247, 3615, 23942, 5296, 15042, 923, 4724, 1829, 46456, 9640, 4724, 1829, 47283, 3215, 16247, 4587, 1211, 5551, 9778, 3215, 8315, 16712, 1211, 9307, 3660, 8032, 47302, 6055, 1211, 9307, 3660, 38637, 3555, 2655, 8315, 11296, 6024, 48506, 4032, 46958, 5016, 14739, 3224, 9154, 3714, 44510, 19986, 25528], "avg_logprob": -0.1457122093023256, "compression_ratio": 2.0904761904761906, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 3531.78, "end": 3532.26, "word": "الاتنين", "probability": 0.9150390625}, {"start": 3532.26, "end": 3532.62, "word": " هذه", "probability": 0.68017578125}, {"start": 3532.62, "end": 3533.28, "word": " معناته", "probability": 0.9031575520833334}, {"start": 3533.28, "end": 3533.76, "word": " مبدئيا", "probability": 0.8406982421875}, {"start": 3533.76, "end": 3534.1, "word": " هنا", "probability": 0.8935546875}, {"start": 3534.1, "end": 3535.16, "word": " اتنين", "probability": 0.9443359375}, {"start": 3535.16, "end": 3536.84, "word": " كفرص", "probability": 0.8834228515625}, {"start": 3536.84, "end": 3537.18, "word": " فوز", "probability": 0.97802734375}, {"start": 3537.18, "end": 3537.8, "word": " تمام", "probability": 0.84765625}, {"start": 3537.8, "end": 3538.46, "word": " و", "probability": 0.5771484375}, {"start": 3538.46, "end": 3539.14, "word": " بنفحص", "probability": 0.8775634765625}, {"start": 3539.14, "end": 3539.8, "word": " إيش", "probability": 0.74560546875}, {"start": 3539.8, "end": 3539.94, "word": " في", "probability": 0.90625}, {"start": 3539.94, "end": 3540.18, "word": " عنده", "probability": 0.756591796875}, {"start": 3540.18, "end": 3540.38, "word": " هنا", "probability": 0.85205078125}, {"start": 3540.38, "end": 3541.0, "word": " تلاتة", "probability": 0.9498291015625}, {"start": 3541.0, "end": 3541.54, "word": " لأ", "probability": 0.8818359375}, {"start": 3541.54, "end": 3542.14, "word": " هذه", "probability": 0.5400390625}, {"start": 3542.14, "end": 3542.54, "word": " max", "probability": 0.68603515625}, {"start": 3542.54, "end": 3544.4, "word": " هذه", "probability": 0.490478515625}, {"start": 3544.4, "end": 3544.78, "word": " max", "probability": 0.8701171875}, {"start": 3544.78, "end": 3545.3, "word": " معناه", "probability": 0.7581380208333334}, {"start": 3545.3, "end": 3545.52, "word": " ذلك", "probability": 0.982177734375}, {"start": 3545.52, "end": 3545.72, "word": " أنه", "probability": 0.561279296875}, {"start": 3545.72, "end": 3545.8, "word": " لأ", "probability": 0.875732421875}, {"start": 3545.8, "end": 3545.88, "word": " أنا", "probability": 0.80126953125}, {"start": 3545.88, "end": 3546.06, "word": " بدي", "probability": 0.70849609375}, {"start": 3546.06, "end": 3546.3, "word": " أختار", "probability": 0.92529296875}, {"start": 3546.3, "end": 3547.22, "word": " تلاتة", "probability": 0.9854736328125}, {"start": 3547.22, "end": 3547.46, "word": " لأن", "probability": 0.79638671875}, {"start": 3547.46, "end": 3548.1, "word": " لما", "probability": 0.771728515625}, {"start": 3548.1, "end": 3548.38, "word": " max", "probability": 0.95556640625}, {"start": 3548.38, "end": 3548.88, "word": " بيختار", "probability": 0.9814453125}, {"start": 3548.88, "end": 3549.24, "word": " بياخد", "probability": 0.9520263671875}, {"start": 3549.24, "end": 3549.68, "word": " الأعلى", "probability": 0.97314453125}, {"start": 3549.68, "end": 3550.3, "word": " لما", "probability": 0.949951171875}, {"start": 3550.3, "end": 3550.56, "word": " min", "probability": 0.8017578125}, {"start": 3550.56, "end": 3551.12, "word": " بيختار", "probability": 0.9793701171875}, {"start": 3551.12, "end": 3551.66, "word": " بياخد", "probability": 0.9619140625}, {"start": 3551.66, "end": 3552.44, "word": " الأقل", "probability": 0.9925130208333334}, {"start": 3552.44, "end": 3553.38, "word": " أخدنا", "probability": 0.9658203125}, {"start": 3553.38, "end": 3554.76, "word": " التلاتة", "probability": 0.9815673828125}, {"start": 3554.76, "end": 3555.32, "word": " هاي", "probability": 0.6678466796875}, {"start": 3555.32, "end": 3555.78, "word": " تلاتة", "probability": 0.927001953125}, {"start": 3555.78, "end": 3556.46, "word": " ثبتناها", "probability": 0.99296875}, {"start": 3556.46, "end": 3557.4, "word": " الآن", "probability": 0.6944580078125}, {"start": 3557.4, "end": 3558.24, "word": " واضح", "probability": 0.9879557291666666}, {"start": 3558.24, "end": 3558.54, "word": " أنه", "probability": 0.714599609375}, {"start": 3558.54, "end": 3558.84, "word": " من", "probability": 0.44580078125}, {"start": 3558.84, "end": 3559.96, "word": " مبدئيا", "probability": 0.9814453125}], "temperature": 1.0}, {"id": 151, "seek": 358332, "start": 3561.16, "end": 3583.32, "text": "عنده تلاتة لكن لازم يكمل ال branch تبعه على أمل يجيبلي أجل هو هيك بفكره انه على الممكن يجيبلي أجل فرص عدد الفرص اجينا طلعنا هنا طبعا لسه مش هاي في التسعة اجينا لجينا خمسة طيب فإذا max أكيد هيختار خمسة أكيد هيختار خمسة", "tokens": [3615, 41260, 3224, 6055, 1211, 9307, 3660, 44381, 5296, 31377, 2304, 7251, 24793, 1211, 2423, 9819, 6055, 3555, 3615, 3224, 15844, 5551, 42213, 7251, 7435, 1829, 3555, 20292, 5551, 7435, 1211, 31439, 39896, 4117, 4724, 5172, 37983, 3224, 16472, 3224, 15844, 9673, 43020, 7251, 7435, 1829, 3555, 20292, 5551, 7435, 1211, 6156, 2288, 9381, 6225, 3215, 3215, 27188, 2288, 9381, 1975, 7435, 1829, 8315, 23032, 1211, 3615, 8315, 34105, 23032, 3555, 3615, 995, 5296, 3794, 3224, 37893, 8032, 47302, 8978, 16712, 3794, 27884, 1975, 7435, 1829, 8315, 5296, 7435, 1829, 8315, 16490, 2304, 3794, 3660, 23032, 1829, 3555, 6156, 28814, 15730, 11469, 5551, 4117, 25708, 39896, 46456, 9640, 16490, 2304, 3794, 3660, 5551, 4117, 25708, 39896, 46456, 9640, 16490, 2304, 3794, 3660], "avg_logprob": -0.15282012267810544, "compression_ratio": 1.900497512437811, "no_speech_prob": 1.0132789611816406e-06, "words": [{"start": 3561.16, "end": 3561.6, "word": "عنده", "probability": 0.9464518229166666}, {"start": 3561.6, "end": 3562.18, "word": " تلاتة", "probability": 0.9306640625}, {"start": 3562.18, "end": 3562.78, "word": " لكن", "probability": 0.85302734375}, {"start": 3562.78, "end": 3563.22, "word": " لازم", "probability": 0.9816080729166666}, {"start": 3563.22, "end": 3563.62, "word": " يكمل", "probability": 0.97998046875}, {"start": 3563.62, "end": 3563.72, "word": " ال", "probability": 0.95849609375}, {"start": 3563.72, "end": 3564.08, "word": " branch", "probability": 0.92041015625}, {"start": 3564.08, "end": 3564.76, "word": " تبعه", "probability": 0.9405517578125}, {"start": 3564.76, "end": 3565.16, "word": " على", "probability": 0.86376953125}, {"start": 3565.16, "end": 3565.64, "word": " أمل", "probability": 0.839111328125}, {"start": 3565.64, "end": 3566.36, "word": " يجيبلي", "probability": 0.86572265625}, {"start": 3566.36, "end": 3566.8, "word": " أجل", "probability": 0.769287109375}, {"start": 3566.8, "end": 3568.28, "word": " هو", "probability": 0.80322265625}, {"start": 3568.28, "end": 3568.5, "word": " هيك", "probability": 0.922607421875}, {"start": 3568.5, "end": 3568.98, "word": " بفكره", "probability": 0.830078125}, {"start": 3568.98, "end": 3569.22, "word": " انه", "probability": 0.643310546875}, {"start": 3569.22, "end": 3569.38, "word": " على", "probability": 0.56103515625}, {"start": 3569.38, "end": 3570.24, "word": " الممكن", "probability": 0.658203125}, {"start": 3570.24, "end": 3570.54, "word": " يجيبلي", "probability": 0.97119140625}, {"start": 3570.54, "end": 3570.82, "word": " أجل", "probability": 0.9150390625}, {"start": 3570.82, "end": 3571.14, "word": " فرص", "probability": 0.8170572916666666}, {"start": 3571.14, "end": 3571.36, "word": " عدد", "probability": 0.83740234375}, {"start": 3571.36, "end": 3571.72, "word": " الفرص", "probability": 0.9402669270833334}, {"start": 3571.72, "end": 3572.32, "word": " اجينا", "probability": 0.83245849609375}, {"start": 3572.32, "end": 3572.82, "word": " طلعنا", "probability": 0.7919921875}, {"start": 3572.82, "end": 3573.0, "word": " هنا", "probability": 0.99072265625}, {"start": 3573.0, "end": 3573.26, "word": " طبعا", "probability": 0.95068359375}, {"start": 3573.26, "end": 3573.42, "word": " لسه", "probability": 0.92822265625}, {"start": 3573.42, "end": 3573.56, "word": " مش", "probability": 0.62744140625}, {"start": 3573.56, "end": 3573.72, "word": " هاي", "probability": 0.589111328125}, {"start": 3573.72, "end": 3573.82, "word": " في", "probability": 0.50048828125}, {"start": 3573.82, "end": 3574.14, "word": " التسعة", "probability": 0.9637044270833334}, {"start": 3574.14, "end": 3574.98, "word": " اجينا", "probability": 0.90576171875}, {"start": 3574.98, "end": 3575.48, "word": " لجينا", "probability": 0.814697265625}, {"start": 3575.48, "end": 3576.78, "word": " خمسة", "probability": 0.9576416015625}, {"start": 3576.78, "end": 3577.86, "word": " طيب", "probability": 0.9694010416666666}, {"start": 3577.86, "end": 3578.32, "word": " فإذا", "probability": 0.8359375}, {"start": 3578.32, "end": 3579.28, "word": " max", "probability": 0.427734375}, {"start": 3579.28, "end": 3579.68, "word": " أكيد", "probability": 0.9322916666666666}, {"start": 3579.68, "end": 3580.12, "word": " هيختار", "probability": 0.9358723958333334}, {"start": 3580.12, "end": 3581.48, "word": " خمسة", "probability": 0.9805908203125}, {"start": 3581.48, "end": 3582.06, "word": " أكيد", "probability": 0.9091796875}, {"start": 3582.06, "end": 3582.6, "word": " هيختار", "probability": 0.9869791666666666}, {"start": 3582.6, "end": 3583.32, "word": " خمسة", "probability": 0.991943359375}], "temperature": 1.0}, {"id": 152, "seek": 361182, "start": 3585.72, "end": 3611.82, "text": "مبدأيا من أكيد هيضال عند التلاتة لأنه هيختار الأقل تمام لكن الآن بالنسبة لمن أنا بدي أكمل لأنه ممكن تكون هنا أفضل لأ هي مش أفضل الحقيقة و هنا بنقدر نقول أنه هنقدر نجف مافيش داعي نكملها حتى التسعة هذه هذه مش .. مش .. مافيش داعي أصلا نكمل التسعة هذه صحيح", "tokens": [2304, 44510, 10721, 25528, 9154, 5551, 4117, 25708, 39896, 11242, 6027, 43242, 16712, 1211, 9307, 3660, 5296, 33456, 3224, 39896, 46456, 9640, 16247, 4587, 1211, 46811, 10943, 44381, 6024, 48506, 20666, 1863, 35457, 3660, 5296, 27842, 41850, 4724, 16254, 5551, 24793, 1211, 5296, 33456, 3224, 3714, 43020, 6055, 30544, 34105, 5551, 5172, 11242, 1211, 5296, 10721, 39896, 37893, 5551, 5172, 11242, 1211, 21542, 38436, 28671, 4032, 34105, 44945, 28543, 2288, 8717, 39648, 14739, 3224, 8032, 1863, 28543, 2288, 8717, 7435, 5172, 19446, 41185, 8592, 11778, 995, 3615, 1829, 8717, 24793, 1211, 11296, 11331, 49975, 16712, 3794, 27884, 29538, 29538, 37893, 4386, 37893, 4386, 19446, 41185, 8592, 11778, 45761, 1829, 5551, 9381, 15040, 8717, 24793, 1211, 16712, 3794, 27884, 29538, 20328, 5016, 1829, 5016], "avg_logprob": -0.18006552984156915, "compression_ratio": 2.0691244239631335, "no_speech_prob": 3.5762786865234375e-06, "words": [{"start": 3585.7200000000003, "end": 3586.44, "word": "مبدأيا", "probability": 0.8121337890625}, {"start": 3586.44, "end": 3586.8, "word": " من", "probability": 0.74365234375}, {"start": 3586.8, "end": 3587.6, "word": " أكيد", "probability": 0.75}, {"start": 3587.6, "end": 3587.9, "word": " هيضال", "probability": 0.5904947916666666}, {"start": 3587.9, "end": 3588.04, "word": " عند", "probability": 0.9365234375}, {"start": 3588.04, "end": 3588.58, "word": " التلاتة", "probability": 0.896240234375}, {"start": 3588.58, "end": 3589.0, "word": " لأنه", "probability": 0.7620442708333334}, {"start": 3589.0, "end": 3589.3, "word": " هيختار", "probability": 0.9012044270833334}, {"start": 3589.3, "end": 3589.72, "word": " الأقل", "probability": 0.9816080729166666}, {"start": 3589.72, "end": 3590.38, "word": " تمام", "probability": 0.787841796875}, {"start": 3590.38, "end": 3590.88, "word": " لكن", "probability": 0.64208984375}, {"start": 3590.88, "end": 3591.28, "word": " الآن", "probability": 0.660888671875}, {"start": 3591.28, "end": 3592.24, "word": " بالنسبة", "probability": 0.9244384765625}, {"start": 3592.24, "end": 3592.56, "word": " لمن", "probability": 0.888916015625}, {"start": 3592.56, "end": 3593.2, "word": " أنا", "probability": 0.53173828125}, {"start": 3593.2, "end": 3594.06, "word": " بدي", "probability": 0.80029296875}, {"start": 3594.06, "end": 3594.48, "word": " أكمل", "probability": 0.958984375}, {"start": 3594.48, "end": 3594.76, "word": " لأنه", "probability": 0.8453776041666666}, {"start": 3594.76, "end": 3594.94, "word": " ممكن", "probability": 0.9462890625}, {"start": 3594.94, "end": 3595.24, "word": " تكون", "probability": 0.9365234375}, {"start": 3595.24, "end": 3595.52, "word": " هنا", "probability": 0.9921875}, {"start": 3595.52, "end": 3597.18, "word": " أفضل", "probability": 0.972900390625}, {"start": 3597.18, "end": 3597.52, "word": " لأ", "probability": 0.7578125}, {"start": 3597.52, "end": 3597.64, "word": " هي", "probability": 0.73095703125}, {"start": 3597.64, "end": 3597.82, "word": " مش", "probability": 0.96142578125}, {"start": 3597.82, "end": 3598.14, "word": " أفضل", "probability": 0.9873046875}, {"start": 3598.14, "end": 3598.62, "word": " الحقيقة", "probability": 0.9778645833333334}, {"start": 3598.62, "end": 3598.94, "word": " و", "probability": 0.67236328125}, {"start": 3598.94, "end": 3599.08, "word": " هنا", "probability": 0.9404296875}, {"start": 3599.08, "end": 3599.44, "word": " بنقدر", "probability": 0.82275390625}, {"start": 3599.44, "end": 3599.62, "word": " نقول", "probability": 0.98388671875}, {"start": 3599.62, "end": 3599.78, "word": " أنه", "probability": 0.703369140625}, {"start": 3599.78, "end": 3600.14, "word": " هنقدر", "probability": 0.9483642578125}, {"start": 3600.14, "end": 3600.78, "word": " نجف", "probability": 0.9578450520833334}, {"start": 3600.78, "end": 3601.64, "word": " مافيش", "probability": 0.9104817708333334}, {"start": 3601.64, "end": 3601.74, "word": " داعي", "probability": 0.7718505859375}, {"start": 3601.74, "end": 3602.18, "word": " نكملها", "probability": 0.897705078125}, {"start": 3602.18, "end": 3602.36, "word": " حتى", "probability": 0.88232421875}, {"start": 3602.36, "end": 3602.72, "word": " التسعة", "probability": 0.97265625}, {"start": 3602.72, "end": 3602.98, "word": " هذه", "probability": 0.64501953125}, {"start": 3602.98, "end": 3604.14, "word": " هذه", "probability": 0.2445068359375}, {"start": 3604.14, "end": 3604.26, "word": " مش", "probability": 0.591796875}, {"start": 3604.26, "end": 3604.38, "word": " ..", "probability": 0.298095703125}, {"start": 3604.38, "end": 3604.72, "word": " مش", "probability": 0.447021484375}, {"start": 3604.72, "end": 3604.72, "word": " ..", "probability": 0.89599609375}, {"start": 3604.72, "end": 3605.1, "word": " مافيش", "probability": 0.92919921875}, {"start": 3605.1, "end": 3605.26, "word": " داعي", "probability": 0.9052734375}, {"start": 3605.26, "end": 3605.58, "word": " أصلا", "probability": 0.9420572916666666}, {"start": 3605.58, "end": 3606.1, "word": " نكمل", "probability": 0.9822591145833334}, {"start": 3606.1, "end": 3607.8, "word": " التسعة", "probability": 0.9788411458333334}, {"start": 3607.8, "end": 3608.08, "word": " هذه", "probability": 0.916015625}, {"start": 3608.08, "end": 3611.82, "word": " صحيح", "probability": 0.985595703125}], "temperature": 1.0}, {"id": 153, "seek": 364047, "start": 3615.13, "end": 3640.47, "text": "أه مظبوط مافيش داعي نكملها إطلاقا في هيك حالة لإنه بتكلم عن من فأقل أو أكبر مش هتفرج معانا هنا مش هتفرج إطلاقا في الحالة اللي هنا تمام هاتوا نشوف هدى بتنطبق على أي حالة من الحالتين هدول هدى بتنطبق على إذا beta ل ال N اللي أنا موجود فيه أقل من Alpha", "tokens": [10721, 3224, 3714, 19913, 3555, 2407, 9566, 19446, 41185, 8592, 11778, 45761, 1829, 8717, 24793, 1211, 11296, 11933, 9566, 15040, 4587, 995, 8978, 39896, 4117, 11331, 6027, 3660, 5296, 28814, 1863, 3224, 39894, 4117, 19528, 18871, 9154, 6156, 10721, 4587, 1211, 34051, 5551, 4117, 26890, 37893, 8032, 2655, 5172, 47341, 20449, 7649, 995, 34105, 37893, 8032, 2655, 5172, 47341, 11933, 9566, 15040, 4587, 995, 8978, 21542, 6027, 3660, 13672, 1829, 34105, 46811, 10943, 8032, 9307, 14407, 8717, 8592, 38688, 8032, 3215, 7578, 39894, 1863, 9566, 3555, 4587, 15844, 36632, 11331, 6027, 3660, 9154, 21542, 6027, 2655, 9957, 8032, 3215, 12610, 8032, 3215, 7578, 39894, 1863, 9566, 3555, 4587, 15844, 11933, 15730, 9861, 5296, 2423, 426, 13672, 1829, 41850, 3714, 29245, 23328, 8978, 3224, 5551, 4587, 1211, 9154, 20588], "avg_logprob": -0.1282703488372093, "compression_ratio": 1.8626609442060085, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 3615.13, "end": 3615.49, "word": "أه", "probability": 0.772216796875}, {"start": 3615.49, "end": 3616.05, "word": " مظبوط", "probability": 0.8732421875}, {"start": 3616.05, "end": 3616.55, "word": " مافيش", "probability": 0.808349609375}, {"start": 3616.55, "end": 3616.63, "word": " داعي", "probability": 0.8707682291666666}, {"start": 3616.63, "end": 3617.05, "word": " نكملها", "probability": 0.8482666015625}, {"start": 3617.05, "end": 3617.53, "word": " إطلاقا", "probability": 0.85283203125}, {"start": 3617.53, "end": 3618.11, "word": " في", "probability": 0.86767578125}, {"start": 3618.11, "end": 3618.29, "word": " هيك", "probability": 0.6385498046875}, {"start": 3618.29, "end": 3618.67, "word": " حالة", "probability": 0.9931640625}, {"start": 3618.67, "end": 3619.21, "word": " لإنه", "probability": 0.80401611328125}, {"start": 3619.21, "end": 3619.65, "word": " بتكلم", "probability": 0.8873697916666666}, {"start": 3619.65, "end": 3620.03, "word": " عن", "probability": 0.990234375}, {"start": 3620.03, "end": 3621.49, "word": " من", "probability": 0.8779296875}, {"start": 3621.49, "end": 3623.27, "word": " فأقل", "probability": 0.9615478515625}, {"start": 3623.27, "end": 3624.13, "word": " أو", "probability": 0.77783203125}, {"start": 3624.13, "end": 3624.59, "word": " أكبر", "probability": 0.97314453125}, {"start": 3624.59, "end": 3624.95, "word": " مش", "probability": 0.96826171875}, {"start": 3624.95, "end": 3625.33, "word": " هتفرج", "probability": 0.9117431640625}, {"start": 3625.33, "end": 3625.67, "word": " معانا", "probability": 0.9256184895833334}, {"start": 3625.67, "end": 3625.91, "word": " هنا", "probability": 0.97021484375}, {"start": 3625.91, "end": 3626.91, "word": " مش", "probability": 0.8076171875}, {"start": 3626.91, "end": 3627.35, "word": " هتفرج", "probability": 0.981201171875}, {"start": 3627.35, "end": 3628.05, "word": " إطلاقا", "probability": 0.9548828125}, {"start": 3628.05, "end": 3628.73, "word": " في", "probability": 0.97412109375}, {"start": 3628.73, "end": 3629.19, "word": " الحالة", "probability": 0.9860026041666666}, {"start": 3629.19, "end": 3629.27, "word": " اللي", "probability": 0.945556640625}, {"start": 3629.27, "end": 3629.51, "word": " هنا", "probability": 0.98388671875}, {"start": 3629.51, "end": 3630.23, "word": " تمام", "probability": 0.91845703125}, {"start": 3630.23, "end": 3630.83, "word": " هاتوا", "probability": 0.7513020833333334}, {"start": 3630.83, "end": 3630.99, "word": " نشوف", "probability": 0.99365234375}, {"start": 3630.99, "end": 3631.17, "word": " هدى", "probability": 0.5110677083333334}, {"start": 3631.17, "end": 3631.69, "word": " بتنطبق", "probability": 0.9029296875}, {"start": 3631.69, "end": 3631.85, "word": " على", "probability": 0.8662109375}, {"start": 3631.85, "end": 3632.01, "word": " أي", "probability": 0.80126953125}, {"start": 3632.01, "end": 3632.25, "word": " حالة", "probability": 0.99658203125}, {"start": 3632.25, "end": 3632.33, "word": " من", "probability": 0.99462890625}, {"start": 3632.33, "end": 3632.71, "word": " الحالتين", "probability": 0.9560546875}, {"start": 3632.71, "end": 3633.53, "word": " هدول", "probability": 0.9181315104166666}, {"start": 3633.53, "end": 3634.63, "word": " هدى", "probability": 0.9833984375}, {"start": 3634.63, "end": 3635.07, "word": " بتنطبق", "probability": 0.977734375}, {"start": 3635.07, "end": 3635.33, "word": " على", "probability": 0.93212890625}, {"start": 3635.33, "end": 3636.17, "word": " إذا", "probability": 0.948486328125}, {"start": 3636.17, "end": 3637.19, "word": " beta", "probability": 0.501953125}, {"start": 3637.19, "end": 3638.11, "word": " ل", "probability": 0.86669921875}, {"start": 3638.11, "end": 3638.45, "word": " ال", "probability": 0.80322265625}, {"start": 3638.45, "end": 3638.65, "word": " N", "probability": 0.51123046875}, {"start": 3638.65, "end": 3638.79, "word": " اللي", "probability": 0.9658203125}, {"start": 3638.79, "end": 3638.89, "word": " أنا", "probability": 0.78955078125}, {"start": 3638.89, "end": 3639.23, "word": " موجود", "probability": 0.98828125}, {"start": 3639.23, "end": 3639.57, "word": " فيه", "probability": 0.989990234375}, {"start": 3639.57, "end": 3639.93, "word": " أقل", "probability": 0.97900390625}, {"start": 3639.93, "end": 3640.11, "word": " من", "probability": 0.99560546875}, {"start": 3640.11, "end": 3640.47, "word": " Alpha", "probability": 0.6015625}], "temperature": 1.0}, {"id": 154, "seek": 365809, "start": 3642.25, "end": 3658.09, "text": "لا ال parent هيها احنا اجينا فحصنا الخمسة check الخمسة وجينا هنا لجينا ان في عندي .. من ولا max؟ اللي هي فحصنا .. هذي هيك", "tokens": [15040, 2423, 2596, 39896, 11296, 1975, 5016, 8315, 1975, 7435, 1829, 8315, 6156, 5016, 9381, 8315, 33962, 2304, 3794, 3660, 1520, 33962, 2304, 3794, 3660, 49610, 1829, 8315, 34105, 5296, 7435, 1829, 8315, 16472, 8978, 18871, 16254, 4386, 9154, 49429, 11469, 22807, 13672, 1829, 39896, 6156, 5016, 9381, 8315, 4386, 8032, 8848, 1829, 39896, 4117], "avg_logprob": -0.27399553784302305, "compression_ratio": 1.5075757575757576, "no_speech_prob": 1.6689300537109375e-06, "words": [{"start": 3642.25, "end": 3642.59, "word": "لا", "probability": 0.3310546875}, {"start": 3642.59, "end": 3642.79, "word": " ال", "probability": 0.9853515625}, {"start": 3642.79, "end": 3643.21, "word": " parent", "probability": 0.9208984375}, {"start": 3643.21, "end": 3643.71, "word": " هيها", "probability": 0.787109375}, {"start": 3643.71, "end": 3644.15, "word": " احنا", "probability": 0.8767903645833334}, {"start": 3644.15, "end": 3644.47, "word": " اجينا", "probability": 0.81488037109375}, {"start": 3644.47, "end": 3645.07, "word": " فحصنا", "probability": 0.9635009765625}, {"start": 3645.07, "end": 3646.13, "word": " الخمسة", "probability": 0.8631591796875}, {"start": 3646.13, "end": 3646.73, "word": " check", "probability": 0.5673828125}, {"start": 3646.73, "end": 3648.11, "word": " الخمسة", "probability": 0.9884033203125}, {"start": 3648.11, "end": 3648.45, "word": " وجينا", "probability": 0.89599609375}, {"start": 3648.45, "end": 3648.77, "word": " هنا", "probability": 0.99365234375}, {"start": 3648.77, "end": 3649.57, "word": " لجينا", "probability": 0.77655029296875}, {"start": 3649.57, "end": 3650.09, "word": " ان", "probability": 0.8076171875}, {"start": 3650.09, "end": 3650.27, "word": " في", "probability": 0.82080078125}, {"start": 3650.27, "end": 3650.67, "word": " عندي", "probability": 0.6551513671875}, {"start": 3650.67, "end": 3650.83, "word": " ..", "probability": 0.5634765625}, {"start": 3650.83, "end": 3651.17, "word": " من", "probability": 0.2196044921875}, {"start": 3651.17, "end": 3651.69, "word": " ولا", "probability": 0.89501953125}, {"start": 3651.69, "end": 3652.87, "word": " max؟", "probability": 0.5423583984375}, {"start": 3652.87, "end": 3654.01, "word": " اللي", "probability": 0.927001953125}, {"start": 3654.01, "end": 3654.31, "word": " هي", "probability": 0.79248046875}, {"start": 3654.31, "end": 3655.31, "word": " فحصنا", "probability": 0.993896484375}, {"start": 3655.31, "end": 3655.47, "word": " ..", "probability": 0.6044921875}, {"start": 3655.47, "end": 3657.65, "word": " هذي", "probability": 0.51025390625}, {"start": 3657.65, "end": 3658.09, "word": " هيك", "probability": 0.93701171875}], "temperature": 1.0}, {"id": 155, "seek": 369042, "start": 3662.36, "end": 3690.42, "text": "أجينا مبدئيا خمسة فحصنا الخمسة ضالت خمسة و هنا المفروض أنه max هيختار خمسة فال answer max و min بالظبط تمام في الحالة هذه إذا كان ال beta اللي هي المفروض جداش صارت عندي ل ال min ايه ال min اللي هي ال leave خمسة", "tokens": [10721, 7435, 1829, 8315, 3714, 44510, 19986, 25528, 16490, 2304, 3794, 3660, 6156, 5016, 9381, 8315, 33962, 2304, 3794, 3660, 48812, 6027, 2655, 16490, 2304, 3794, 3660, 4032, 34105, 9673, 5172, 32887, 11242, 14739, 3224, 11469, 39896, 46456, 9640, 16490, 2304, 3794, 3660, 6156, 6027, 1867, 11469, 4032, 923, 20666, 19913, 3555, 9566, 46811, 10943, 8978, 21542, 6027, 3660, 29538, 11933, 15730, 25961, 2423, 9861, 13672, 1829, 39896, 9673, 5172, 32887, 11242, 10874, 3215, 33599, 20328, 9640, 2655, 18871, 16254, 5296, 2423, 923, 1975, 1829, 3224, 2423, 923, 13672, 1829, 39896, 2423, 1856, 16490, 2304, 3794, 3660], "avg_logprob": -0.18925382029645296, "compression_ratio": 1.7743589743589743, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 3662.36, "end": 3663.02, "word": "أجينا", "probability": 0.9029541015625}, {"start": 3663.02, "end": 3663.84, "word": " مبدئيا", "probability": 0.8470458984375}, {"start": 3663.84, "end": 3665.28, "word": " خمسة", "probability": 0.9210205078125}, {"start": 3665.28, "end": 3665.94, "word": " فحصنا", "probability": 0.9134521484375}, {"start": 3665.94, "end": 3666.58, "word": " الخمسة", "probability": 0.976318359375}, {"start": 3666.58, "end": 3667.04, "word": " ضالت", "probability": 0.6005859375}, {"start": 3667.04, "end": 3667.58, "word": " خمسة", "probability": 0.9940185546875}, {"start": 3667.58, "end": 3667.94, "word": " و", "probability": 0.48583984375}, {"start": 3667.94, "end": 3668.14, "word": " هنا", "probability": 0.93603515625}, {"start": 3668.14, "end": 3669.2, "word": " المفروض", "probability": 0.997314453125}, {"start": 3669.2, "end": 3669.64, "word": " أنه", "probability": 0.7196044921875}, {"start": 3669.64, "end": 3670.1, "word": " max", "probability": 0.80517578125}, {"start": 3670.1, "end": 3670.86, "word": " هيختار", "probability": 0.9361979166666666}, {"start": 3670.86, "end": 3671.86, "word": " خمسة", "probability": 0.98876953125}, {"start": 3671.86, "end": 3672.38, "word": " فال", "probability": 0.96533203125}, {"start": 3672.38, "end": 3672.58, "word": " answer", "probability": 0.433349609375}, {"start": 3672.58, "end": 3672.96, "word": " max", "probability": 0.367919921875}, {"start": 3672.96, "end": 3673.12, "word": " و", "probability": 0.9951171875}, {"start": 3673.12, "end": 3673.3, "word": " min", "probability": 0.7119140625}, {"start": 3673.3, "end": 3674.04, "word": " بالظبط", "probability": 0.941162109375}, {"start": 3674.04, "end": 3674.68, "word": " تمام", "probability": 0.7315673828125}, {"start": 3674.68, "end": 3674.96, "word": " في", "probability": 0.587890625}, {"start": 3674.96, "end": 3675.26, "word": " الحالة", "probability": 0.97705078125}, {"start": 3675.26, "end": 3675.58, "word": " هذه", "probability": 0.869140625}, {"start": 3675.58, "end": 3676.24, "word": " إذا", "probability": 0.913818359375}, {"start": 3676.24, "end": 3676.64, "word": " كان", "probability": 0.9970703125}, {"start": 3676.64, "end": 3678.44, "word": " ال", "probability": 0.98291015625}, {"start": 3678.44, "end": 3678.84, "word": " beta", "probability": 0.912109375}, {"start": 3678.84, "end": 3680.4, "word": " اللي", "probability": 0.91015625}, {"start": 3680.4, "end": 3680.56, "word": " هي", "probability": 0.880859375}, {"start": 3680.56, "end": 3681.28, "word": " المفروض", "probability": 0.9964599609375}, {"start": 3681.28, "end": 3681.74, "word": " جداش", "probability": 0.7027994791666666}, {"start": 3681.74, "end": 3682.12, "word": " صارت", "probability": 0.99267578125}, {"start": 3682.12, "end": 3682.48, "word": " عندي", "probability": 0.780517578125}, {"start": 3682.48, "end": 3683.88, "word": " ل", "probability": 0.70556640625}, {"start": 3683.88, "end": 3684.12, "word": " ال", "probability": 0.333740234375}, {"start": 3684.12, "end": 3684.48, "word": " min", "probability": 0.66845703125}, {"start": 3684.48, "end": 3685.26, "word": " ايه", "probability": 0.499267578125}, {"start": 3685.26, "end": 3685.5, "word": " ال", "probability": 0.79296875}, {"start": 3685.5, "end": 3685.5, "word": " min", "probability": 0.775390625}, {"start": 3685.5, "end": 3689.34, "word": " اللي", "probability": 0.751220703125}, {"start": 3689.34, "end": 3689.52, "word": " هي", "probability": 0.93701171875}, {"start": 3689.52, "end": 3689.66, "word": " ال", "probability": 0.6279296875}, {"start": 3689.66, "end": 3689.88, "word": " leave", "probability": 0.9453125}, {"start": 3689.88, "end": 3690.42, "word": " خمسة", "probability": 0.955810546875}], "temperature": 1.0}, {"id": 156, "seek": 371952, "start": 3691.96, "end": 3719.52, "text": "اللي هي خمسة، لأ بس هد مش هتغير معاها إشي، هد مش هتغير معاها حاجة ال alpha لل n، ال n الأن المفروض تكون تعت max، أه معناته أنا max، أنا في max، max هنا", "tokens": [6027, 20292, 39896, 16490, 2304, 3794, 3660, 12399, 5296, 10721, 4724, 3794, 8032, 3215, 37893, 8032, 2655, 17082, 13546, 20449, 995, 11296, 11933, 8592, 1829, 12399, 8032, 3215, 37893, 8032, 2655, 17082, 13546, 20449, 995, 11296, 11331, 26108, 3660, 2423, 8961, 24976, 297, 12399, 2423, 297, 16247, 1863, 9673, 5172, 32887, 11242, 6055, 30544, 6055, 34268, 11469, 12399, 5551, 3224, 20449, 8315, 47395, 41850, 11469, 12399, 41850, 8978, 11469, 12399, 11469, 34105], "avg_logprob": -0.23908391064160492, "compression_ratio": 1.638157894736842, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3691.96, "end": 3692.24, "word": "اللي", "probability": 0.969482421875}, {"start": 3692.24, "end": 3692.4, "word": " هي", "probability": 0.90576171875}, {"start": 3692.4, "end": 3692.96, "word": " خمسة،", "probability": 0.833349609375}, {"start": 3692.96, "end": 3693.08, "word": " لأ", "probability": 0.930908203125}, {"start": 3693.08, "end": 3693.22, "word": " بس", "probability": 0.9482421875}, {"start": 3693.22, "end": 3693.32, "word": " هد", "probability": 0.430419921875}, {"start": 3693.32, "end": 3693.42, "word": " مش", "probability": 0.97412109375}, {"start": 3693.42, "end": 3693.82, "word": " هتغير", "probability": 0.9700927734375}, {"start": 3693.82, "end": 3694.1, "word": " معاها", "probability": 0.7557779947916666}, {"start": 3694.1, "end": 3695.42, "word": " إشي،", "probability": 0.6734619140625}, {"start": 3695.42, "end": 3695.68, "word": " هد", "probability": 0.964111328125}, {"start": 3695.68, "end": 3695.82, "word": " مش", "probability": 0.97265625}, {"start": 3695.82, "end": 3696.22, "word": " هتغير", "probability": 0.9967041015625}, {"start": 3696.22, "end": 3696.52, "word": " معاها", "probability": 0.9267578125}, {"start": 3696.52, "end": 3697.12, "word": " حاجة", "probability": 0.99755859375}, {"start": 3697.12, "end": 3697.56, "word": " ال", "probability": 0.79150390625}, {"start": 3697.56, "end": 3704.26, "word": " alpha", "probability": 0.59130859375}, {"start": 3704.26, "end": 3704.82, "word": " لل", "probability": 0.56201171875}, {"start": 3704.82, "end": 3705.68, "word": " n،", "probability": 0.421142578125}, {"start": 3705.68, "end": 3705.86, "word": " ال", "probability": 0.97412109375}, {"start": 3705.86, "end": 3706.12, "word": " n", "probability": 0.84375}, {"start": 3706.12, "end": 3706.72, "word": " الأن", "probability": 0.56982421875}, {"start": 3706.72, "end": 3709.48, "word": " المفروض", "probability": 0.970703125}, {"start": 3709.48, "end": 3711.2, "word": " تكون", "probability": 0.9755859375}, {"start": 3711.2, "end": 3713.06, "word": " تعت", "probability": 0.55712890625}, {"start": 3713.06, "end": 3714.18, "word": " max،", "probability": 0.679443359375}, {"start": 3714.18, "end": 3714.4, "word": " أه", "probability": 0.760498046875}, {"start": 3714.4, "end": 3714.8, "word": " معناته", "probability": 0.95849609375}, {"start": 3714.8, "end": 3714.92, "word": " أنا", "probability": 0.79345703125}, {"start": 3714.92, "end": 3715.84, "word": " max،", "probability": 0.72265625}, {"start": 3715.84, "end": 3716.94, "word": " أنا", "probability": 0.82958984375}, {"start": 3716.94, "end": 3717.08, "word": " في", "probability": 0.974609375}, {"start": 3717.08, "end": 3718.14, "word": " max،", "probability": 0.781494140625}, {"start": 3718.14, "end": 3719.28, "word": " max", "probability": 0.7431640625}, {"start": 3719.28, "end": 3719.52, "word": " هنا", "probability": 0.98828125}], "temperature": 1.0}, {"id": 157, "seek": 374990, "start": 3722.02, "end": 3749.9, "text": "انا هنا في ال level هنا صحيح فإذا انا مع max احنا روحنا مع من و هذا غلط كويس max خلينا نشوف ال alpha تبعتي خمسة اللي وصلنا لها هل في داعي اكمل ال branch تانية يعني اكمل ال branches تبعتي ولا لأ انا بدأي انطلعت عندي خمسة الخمسة هذه اكبر من مين beta لل parent هي beta لل parent", "tokens": [7649, 995, 34105, 8978, 2423, 1496, 34105, 20328, 5016, 1829, 5016, 6156, 28814, 15730, 1975, 8315, 20449, 11469, 1975, 5016, 8315, 12602, 2407, 5016, 8315, 20449, 9154, 4032, 23758, 32771, 1211, 9566, 9122, 45865, 3794, 11469, 16490, 20292, 8315, 8717, 8592, 38688, 2423, 8961, 6055, 3555, 3615, 31371, 16490, 2304, 3794, 3660, 13672, 1829, 4032, 36520, 8315, 5296, 11296, 8032, 1211, 8978, 11778, 45761, 1829, 1975, 24793, 1211, 2423, 9819, 6055, 7649, 10632, 37495, 22653, 1975, 24793, 1211, 2423, 14770, 6055, 3555, 3615, 31371, 49429, 5296, 10721, 1975, 8315, 47525, 10721, 1829, 16472, 9566, 1211, 34268, 18871, 16254, 16490, 2304, 3794, 3660, 33962, 2304, 3794, 3660, 29538, 1975, 4117, 26890, 9154, 3714, 9957, 9861, 24976, 2596, 39896, 9861, 24976, 2596], "avg_logprob": -0.20661156532193017, "compression_ratio": 1.8846153846153846, "no_speech_prob": 3.933906555175781e-06, "words": [{"start": 3722.02, "end": 3722.32, "word": "انا", "probability": 0.7069091796875}, {"start": 3722.32, "end": 3722.46, "word": " هنا", "probability": 0.94287109375}, {"start": 3722.46, "end": 3722.62, "word": " في", "probability": 0.87255859375}, {"start": 3722.62, "end": 3723.04, "word": " ال", "probability": 0.5166015625}, {"start": 3723.04, "end": 3723.22, "word": " level", "probability": 0.85107421875}, {"start": 3723.22, "end": 3723.58, "word": " هنا", "probability": 0.984375}, {"start": 3723.58, "end": 3725.88, "word": " صحيح", "probability": 0.951171875}, {"start": 3725.88, "end": 3726.3, "word": " فإذا", "probability": 0.727294921875}, {"start": 3726.3, "end": 3726.52, "word": " انا", "probability": 0.7587890625}, {"start": 3726.52, "end": 3726.72, "word": " مع", "probability": 0.99267578125}, {"start": 3726.72, "end": 3727.12, "word": " max", "probability": 0.473388671875}, {"start": 3727.12, "end": 3729.46, "word": " احنا", "probability": 0.62841796875}, {"start": 3729.46, "end": 3730.0, "word": " روحنا", "probability": 0.951904296875}, {"start": 3730.0, "end": 3730.14, "word": " مع", "probability": 0.99072265625}, {"start": 3730.14, "end": 3730.32, "word": " من", "probability": 0.90771484375}, {"start": 3730.32, "end": 3730.4, "word": " و", "probability": 0.270751953125}, {"start": 3730.4, "end": 3730.52, "word": " هذا", "probability": 0.85595703125}, {"start": 3730.52, "end": 3730.92, "word": " غلط", "probability": 0.9793294270833334}, {"start": 3730.92, "end": 3731.82, "word": " كويس", "probability": 0.7696940104166666}, {"start": 3731.82, "end": 3732.44, "word": " max", "probability": 0.38720703125}, {"start": 3732.44, "end": 3732.84, "word": " خلينا", "probability": 0.7815755208333334}, {"start": 3732.84, "end": 3733.1, "word": " نشوف", "probability": 0.99658203125}, {"start": 3733.1, "end": 3733.22, "word": " ال", "probability": 0.88671875}, {"start": 3733.22, "end": 3733.46, "word": " alpha", "probability": 0.81103515625}, {"start": 3733.46, "end": 3733.92, "word": " تبعتي", "probability": 0.8477783203125}, {"start": 3733.92, "end": 3734.7, "word": " خمسة", "probability": 0.908935546875}, {"start": 3734.7, "end": 3735.96, "word": " اللي", "probability": 0.91162109375}, {"start": 3735.96, "end": 3736.3, "word": " وصلنا", "probability": 0.9827473958333334}, {"start": 3736.3, "end": 3736.58, "word": " لها", "probability": 0.8984375}, {"start": 3736.58, "end": 3737.18, "word": " هل", "probability": 0.9375}, {"start": 3737.18, "end": 3737.42, "word": " في", "probability": 0.916015625}, {"start": 3737.42, "end": 3738.02, "word": " داعي", "probability": 0.9646809895833334}, {"start": 3738.02, "end": 3738.88, "word": " اكمل", "probability": 0.8341471354166666}, {"start": 3738.88, "end": 3738.96, "word": " ال", "probability": 0.4296875}, {"start": 3738.96, "end": 3739.2, "word": " branch", "probability": 0.7060546875}, {"start": 3739.2, "end": 3739.66, "word": " تانية", "probability": 0.9597981770833334}, {"start": 3739.66, "end": 3739.96, "word": " يعني", "probability": 0.876953125}, {"start": 3739.96, "end": 3740.52, "word": " اكمل", "probability": 0.93994140625}, {"start": 3740.52, "end": 3740.6, "word": " ال", "probability": 0.98583984375}, {"start": 3740.6, "end": 3740.88, "word": " branches", "probability": 0.9853515625}, {"start": 3740.88, "end": 3741.28, "word": " تبعتي", "probability": 0.9649658203125}, {"start": 3741.28, "end": 3741.46, "word": " ولا", "probability": 0.640625}, {"start": 3741.46, "end": 3741.98, "word": " لأ", "probability": 0.975341796875}, {"start": 3741.98, "end": 3742.48, "word": " انا", "probability": 0.782958984375}, {"start": 3742.48, "end": 3742.74, "word": " بدأي", "probability": 0.5318196614583334}, {"start": 3742.74, "end": 3743.0, "word": " انطلعت", "probability": 0.8603515625}, {"start": 3743.0, "end": 3743.18, "word": " عندي", "probability": 0.92236328125}, {"start": 3743.18, "end": 3743.58, "word": " خمسة", "probability": 0.988525390625}, {"start": 3743.58, "end": 3744.28, "word": " الخمسة", "probability": 0.9471435546875}, {"start": 3744.28, "end": 3744.52, "word": " هذه", "probability": 0.6533203125}, {"start": 3744.52, "end": 3745.0, "word": " اكبر", "probability": 0.8203938802083334}, {"start": 3745.0, "end": 3745.24, "word": " من", "probability": 0.9912109375}, {"start": 3745.24, "end": 3745.54, "word": " مين", "probability": 0.966796875}, {"start": 3745.54, "end": 3747.14, "word": " beta", "probability": 0.29931640625}, {"start": 3747.14, "end": 3748.14, "word": " لل", "probability": 0.8037109375}, {"start": 3748.14, "end": 3748.6, "word": " parent", "probability": 0.9580078125}, {"start": 3748.6, "end": 3749.1, "word": " هي", "probability": 0.376953125}, {"start": 3749.1, "end": 3749.4, "word": " beta", "probability": 0.6640625}, {"start": 3749.4, "end": 3749.56, "word": " لل", "probability": 0.94189453125}, {"start": 3749.56, "end": 3749.9, "word": " parent", "probability": 0.9482421875}], "temperature": 1.0}, {"id": 158, "seek": 377869, "start": 3750.79, "end": 3778.69, "text": "اللي هي تلاتة هيها جاية تلاتة فإذا مافيش أي داعي أني أكمل ال branches إطلاقًا مافيش داعي فإذا هذه المفروض أنه ماعملهاش عملنا لها إيهاش brawning لحظة اللي وجفنا أنه أنا في max و احنا قاعدين نتطلع على من فناخد بالنا احنا ال level تبعنا هو max ولا من تمام؟ احنا كنا في الحالة هذه عند max", "tokens": [6027, 20292, 39896, 6055, 1211, 9307, 3660, 39896, 11296, 10874, 995, 10632, 6055, 1211, 9307, 3660, 6156, 28814, 15730, 19446, 41185, 8592, 36632, 11778, 45761, 1829, 14739, 1829, 5551, 24793, 1211, 2423, 14770, 11933, 9566, 15040, 4587, 14111, 995, 19446, 41185, 8592, 11778, 45761, 1829, 6156, 28814, 15730, 29538, 9673, 5172, 32887, 11242, 14739, 3224, 19446, 25957, 1211, 3224, 33599, 6225, 42213, 8315, 5296, 11296, 11933, 1829, 3224, 33599, 1548, 86, 773, 5296, 5016, 19913, 3660, 13672, 1829, 49610, 5172, 8315, 14739, 3224, 41850, 8978, 11469, 4032, 1975, 5016, 8315, 12174, 995, 22488, 9957, 8717, 2655, 9566, 1211, 3615, 15844, 9154, 6156, 1863, 47283, 3215, 20666, 8315, 1975, 5016, 8315, 2423, 1496, 6055, 3555, 3615, 8315, 31439, 11469, 49429, 9154, 46811, 10943, 22807, 1975, 5016, 8315, 9122, 8315, 8978, 21542, 6027, 3660, 29538, 43242, 11469], "avg_logprob": -0.19312959547866793, "compression_ratio": 1.8682170542635659, "no_speech_prob": 2.682209014892578e-06, "words": [{"start": 3750.79, "end": 3751.03, "word": "اللي", "probability": 0.944580078125}, {"start": 3751.03, "end": 3751.17, "word": " هي", "probability": 0.888671875}, {"start": 3751.17, "end": 3751.97, "word": " تلاتة", "probability": 0.95751953125}, {"start": 3751.97, "end": 3752.69, "word": " هيها", "probability": 0.767333984375}, {"start": 3752.69, "end": 3753.15, "word": " جاية", "probability": 0.9034830729166666}, {"start": 3753.15, "end": 3753.65, "word": " تلاتة", "probability": 0.983642578125}, {"start": 3753.65, "end": 3754.19, "word": " فإذا", "probability": 0.8304036458333334}, {"start": 3754.19, "end": 3754.97, "word": " مافيش", "probability": 0.9098307291666666}, {"start": 3754.97, "end": 3755.17, "word": " أي", "probability": 0.73388671875}, {"start": 3755.17, "end": 3755.55, "word": " داعي", "probability": 0.9822591145833334}, {"start": 3755.55, "end": 3755.75, "word": " أني", "probability": 0.64892578125}, {"start": 3755.75, "end": 3756.27, "word": " أكمل", "probability": 0.9620768229166666}, {"start": 3756.27, "end": 3757.79, "word": " ال", "probability": 0.744140625}, {"start": 3757.79, "end": 3758.17, "word": " branches", "probability": 0.970703125}, {"start": 3758.17, "end": 3759.59, "word": " إطلاقًا", "probability": 0.7061360677083334}, {"start": 3759.59, "end": 3759.79, "word": " مافيش", "probability": 0.9661458333333334}, {"start": 3759.79, "end": 3759.97, "word": " داعي", "probability": 0.9820963541666666}, {"start": 3759.97, "end": 3760.35, "word": " فإذا", "probability": 0.86376953125}, {"start": 3760.35, "end": 3760.59, "word": " هذه", "probability": 0.62158203125}, {"start": 3760.59, "end": 3761.01, "word": " المفروض", "probability": 0.9952392578125}, {"start": 3761.01, "end": 3761.61, "word": " أنه", "probability": 0.6376953125}, {"start": 3761.61, "end": 3763.59, "word": " ماعملهاش", "probability": 0.79169921875}, {"start": 3763.59, "end": 3764.47, "word": " عملنا", "probability": 0.9446614583333334}, {"start": 3764.47, "end": 3764.67, "word": " لها", "probability": 0.89111328125}, {"start": 3764.67, "end": 3764.97, "word": " إيهاش", "probability": 0.671875}, {"start": 3764.97, "end": 3765.57, "word": " brawning", "probability": 0.5205078125}, {"start": 3765.57, "end": 3766.79, "word": " لحظة", "probability": 0.839599609375}, {"start": 3766.79, "end": 3766.95, "word": " اللي", "probability": 0.8984375}, {"start": 3766.95, "end": 3767.45, "word": " وجفنا", "probability": 0.7734375}, {"start": 3767.45, "end": 3768.09, "word": " أنه", "probability": 0.53173828125}, {"start": 3768.09, "end": 3768.23, "word": " أنا", "probability": 0.7802734375}, {"start": 3768.23, "end": 3768.69, "word": " في", "probability": 0.98193359375}, {"start": 3768.69, "end": 3769.15, "word": " max", "probability": 0.77001953125}, {"start": 3769.15, "end": 3769.57, "word": " و", "probability": 0.91796875}, {"start": 3769.57, "end": 3769.73, "word": " احنا", "probability": 0.7338053385416666}, {"start": 3769.73, "end": 3769.99, "word": " قاعدين", "probability": 0.9014892578125}, {"start": 3769.99, "end": 3770.39, "word": " نتطلع", "probability": 0.94453125}, {"start": 3770.39, "end": 3770.53, "word": " على", "probability": 0.88818359375}, {"start": 3770.53, "end": 3770.75, "word": " من", "probability": 0.53125}, {"start": 3770.75, "end": 3771.71, "word": " فناخد", "probability": 0.9425048828125}, {"start": 3771.71, "end": 3772.11, "word": " بالنا", "probability": 0.937744140625}, {"start": 3772.11, "end": 3772.59, "word": " احنا", "probability": 0.8919270833333334}, {"start": 3772.59, "end": 3772.67, "word": " ال", "probability": 0.95703125}, {"start": 3772.67, "end": 3772.85, "word": " level", "probability": 0.982421875}, {"start": 3772.85, "end": 3773.17, "word": " تبعنا", "probability": 0.9345703125}, {"start": 3773.17, "end": 3773.33, "word": " هو", "probability": 0.984375}, {"start": 3773.33, "end": 3773.59, "word": " max", "probability": 0.91796875}, {"start": 3773.59, "end": 3773.75, "word": " ولا", "probability": 0.79345703125}, {"start": 3773.75, "end": 3773.99, "word": " من", "probability": 0.89208984375}, {"start": 3773.99, "end": 3775.35, "word": " تمام؟", "probability": 0.6497395833333334}, {"start": 3775.35, "end": 3775.77, "word": " احنا", "probability": 0.9108072916666666}, {"start": 3775.77, "end": 3776.17, "word": " كنا", "probability": 0.99072265625}, {"start": 3776.17, "end": 3776.53, "word": " في", "probability": 0.978515625}, {"start": 3776.53, "end": 3776.97, "word": " الحالة", "probability": 0.9886067708333334}, {"start": 3776.97, "end": 3777.33, "word": " هذه", "probability": 0.845703125}, {"start": 3777.33, "end": 3778.01, "word": " عند", "probability": 0.97900390625}, {"start": 3778.01, "end": 3778.69, "word": " max", "probability": 0.921875}], "temperature": 1.0}, {"id": 159, "seek": 380061, "start": 3779.63, "end": 3800.61, "text": "لكن اتطلعنا على من؟ وهي اللي خربطنا، هي اللي خربطنا، لأ احنا بنتطلع الآن في max، okay فمبدأيا هي هذا ال branch مش محتاجين نكمل فيه، نكمل، اه okay هيوجطعه، اه هو راح جال على طول لجط هناك، طيب، نكمل هنا، على اعتبار أن هنا صار عندي تلاتة، بقدر اكتب التلاتة، مادام ال branch هذا خلص كله", "tokens": [1211, 19452, 1975, 2655, 9566, 1211, 3615, 8315, 15844, 9154, 22807, 37037, 1829, 13672, 1829, 16490, 25513, 9566, 8315, 12399, 39896, 13672, 1829, 16490, 25513, 9566, 8315, 12399, 5296, 10721, 1975, 5016, 8315, 44945, 2655, 9566, 1211, 3615, 6024, 48506, 8978, 11469, 12399, 1392, 6156, 2304, 44510, 10721, 25528, 39896, 23758, 2423, 9819, 37893, 3714, 33753, 26108, 9957, 8717, 24793, 1211, 8978, 3224, 12399, 8717, 24793, 1211, 12399, 1975, 3224, 1392, 39896, 2407, 7435, 9566, 3615, 3224, 12399, 1975, 3224, 31439, 12602, 39319, 10874, 6027, 15844, 23032, 12610, 5296, 7435, 9566, 34105, 4117, 12399, 23032, 1829, 3555, 12399, 8717, 24793, 1211, 34105, 12399, 15844, 1975, 34268, 3555, 9640, 14739, 34105, 20328, 9640, 18871, 16254, 6055, 1211, 9307, 3660, 12399, 4724, 28543, 2288, 1975, 4117, 2655, 3555, 16712, 1211, 9307, 3660, 12399, 3714, 18513, 10943, 2423, 9819, 23758, 16490, 1211, 9381, 28242, 3224], "avg_logprob": -0.21077360056497, "compression_ratio": 1.87984496124031, "no_speech_prob": 8.940696716308594e-07, "words": [{"start": 3779.63, "end": 3779.99, "word": "لكن", "probability": 0.873779296875}, {"start": 3779.99, "end": 3780.47, "word": " اتطلعنا", "probability": 0.9166666666666666}, {"start": 3780.47, "end": 3780.65, "word": " على", "probability": 0.85791015625}, {"start": 3780.65, "end": 3781.05, "word": " من؟", "probability": 0.696533203125}, {"start": 3781.05, "end": 3781.23, "word": " وهي", "probability": 0.573486328125}, {"start": 3781.23, "end": 3781.31, "word": " اللي", "probability": 0.93310546875}, {"start": 3781.31, "end": 3782.09, "word": " خربطنا،", "probability": 0.793359375}, {"start": 3782.09, "end": 3782.23, "word": " هي", "probability": 0.4990234375}, {"start": 3782.23, "end": 3782.31, "word": " اللي", "probability": 0.990234375}, {"start": 3782.31, "end": 3782.85, "word": " خربطنا،", "probability": 0.96669921875}, {"start": 3782.85, "end": 3783.01, "word": " لأ", "probability": 0.85791015625}, {"start": 3783.01, "end": 3783.17, "word": " احنا", "probability": 0.8323567708333334}, {"start": 3783.17, "end": 3783.61, "word": " بنتطلع", "probability": 0.838671875}, {"start": 3783.61, "end": 3783.83, "word": " الآن", "probability": 0.6962890625}, {"start": 3783.83, "end": 3783.95, "word": " في", "probability": 0.93798828125}, {"start": 3783.95, "end": 3784.55, "word": " max،", "probability": 0.570068359375}, {"start": 3784.55, "end": 3784.83, "word": " okay", "probability": 0.74658203125}, {"start": 3784.83, "end": 3786.39, "word": " فمبدأيا", "probability": 0.85703125}, {"start": 3786.39, "end": 3786.73, "word": " هي", "probability": 0.404541015625}, {"start": 3786.73, "end": 3786.93, "word": " هذا", "probability": 0.7333984375}, {"start": 3786.93, "end": 3787.09, "word": " ال", "probability": 0.98876953125}, {"start": 3787.09, "end": 3787.37, "word": " branch", "probability": 0.9423828125}, {"start": 3787.37, "end": 3787.67, "word": " مش", "probability": 0.97021484375}, {"start": 3787.67, "end": 3788.49, "word": " محتاجين", "probability": 0.98828125}, {"start": 3788.49, "end": 3789.03, "word": " نكمل", "probability": 0.9041341145833334}, {"start": 3789.03, "end": 3789.95, "word": " فيه،", "probability": 0.9519856770833334}, {"start": 3789.95, "end": 3790.61, "word": " نكمل،", "probability": 0.9205322265625}, {"start": 3790.61, "end": 3790.75, "word": " اه", "probability": 0.5262451171875}, {"start": 3790.75, "end": 3790.93, "word": " okay", "probability": 0.89208984375}, {"start": 3790.93, "end": 3792.71, "word": " هيوجطعه،", "probability": 0.5711146763392857}, {"start": 3792.71, "end": 3793.07, "word": " اه", "probability": 0.930419921875}, {"start": 3793.07, "end": 3793.31, "word": " هو", "probability": 0.82958984375}, {"start": 3793.31, "end": 3793.63, "word": " راح", "probability": 0.933349609375}, {"start": 3793.63, "end": 3793.83, "word": " جال", "probability": 0.86767578125}, {"start": 3793.83, "end": 3793.93, "word": " على", "probability": 0.260986328125}, {"start": 3793.93, "end": 3794.09, "word": " طول", "probability": 0.977294921875}, {"start": 3794.09, "end": 3794.35, "word": " لجط", "probability": 0.8855794270833334}, {"start": 3794.35, "end": 3794.71, "word": " هناك،", "probability": 0.8642578125}, {"start": 3794.71, "end": 3795.17, "word": " طيب،", "probability": 0.8582763671875}, {"start": 3795.17, "end": 3795.69, "word": " نكمل", "probability": 0.9903971354166666}, {"start": 3795.69, "end": 3797.01, "word": " هنا،", "probability": 0.796630859375}, {"start": 3797.01, "end": 3797.19, "word": " على", "probability": 0.8115234375}, {"start": 3797.19, "end": 3797.45, "word": " اعتبار", "probability": 0.9522705078125}, {"start": 3797.45, "end": 3797.53, "word": " أن", "probability": 0.459228515625}, {"start": 3797.53, "end": 3797.67, "word": " هنا", "probability": 0.8037109375}, {"start": 3797.67, "end": 3797.87, "word": " صار", "probability": 0.972900390625}, {"start": 3797.87, "end": 3798.05, "word": " عندي", "probability": 0.889892578125}, {"start": 3798.05, "end": 3798.45, "word": " تلاتة،", "probability": 0.909765625}, {"start": 3798.45, "end": 3798.67, "word": " بقدر", "probability": 0.9431966145833334}, {"start": 3798.67, "end": 3798.89, "word": " اكتب", "probability": 0.8638916015625}, {"start": 3798.89, "end": 3799.33, "word": " التلاتة،", "probability": 0.821875}, {"start": 3799.33, "end": 3799.49, "word": " مادام", "probability": 0.739990234375}, {"start": 3799.49, "end": 3799.59, "word": " ال", "probability": 0.97119140625}, {"start": 3799.59, "end": 3799.81, "word": " branch", "probability": 0.9033203125}, {"start": 3799.81, "end": 3799.95, "word": " هذا", "probability": 0.2919921875}, {"start": 3799.95, "end": 3800.29, "word": " خلص", "probability": 0.9796549479166666}, {"start": 3800.29, "end": 3800.61, "word": " كله", "probability": 0.99365234375}], "temperature": 1.0}, {"id": 160, "seek": 382999, "start": 3801.33, "end": 3829.99, "text": "كويس كتبنا تلاتة الان انا معنى اذا في اكتر من تلاتة و لا لأ طيب نكمل انا لسه مش عارف الصفر مابينتش معنا الصفر و هنا لسه مابيان الصفر هنا وصلنا ل leaf ال leaf ها دي zero فإذا خلاص maximum هاخد zero هو zero اصلا يعني انا بدور على ال max اه بس هو zero كويس من اكيد zero هل اتوقع من من ممكن يعطيني احسن من ال zero", "tokens": [4117, 45865, 3794, 9122, 2655, 3555, 8315, 6055, 1211, 9307, 3660, 2423, 7649, 1975, 8315, 20449, 1863, 7578, 1975, 15730, 8978, 1975, 4117, 2655, 2288, 9154, 6055, 1211, 9307, 3660, 4032, 20193, 5296, 10721, 23032, 1829, 3555, 8717, 24793, 1211, 1975, 8315, 5296, 3794, 3224, 37893, 6225, 9640, 5172, 31767, 5172, 2288, 3714, 16758, 9957, 2655, 8592, 20449, 8315, 31767, 5172, 2288, 4032, 34105, 5296, 3794, 3224, 3714, 16758, 1829, 7649, 31767, 5172, 2288, 34105, 4032, 36520, 8315, 5296, 10871, 2423, 10871, 8032, 995, 11778, 1829, 4018, 6156, 28814, 15730, 16490, 1211, 33546, 6674, 8032, 47283, 3215, 4018, 31439, 4018, 1975, 9381, 15040, 37495, 22653, 1975, 8315, 4724, 3215, 13063, 15844, 2423, 11469, 1975, 3224, 4724, 3794, 31439, 4018, 9122, 45865, 3794, 9154, 1975, 4117, 25708, 4018, 8032, 1211, 1975, 2655, 30543, 3615, 9154, 9154, 3714, 43020, 7251, 3615, 9566, 9957, 1829, 1975, 5016, 3794, 1863, 9154, 2423, 4018], "avg_logprob": -0.20906250596046447, "compression_ratio": 1.98046875, "no_speech_prob": 1.2755393981933594e-05, "words": [{"start": 3801.33, "end": 3801.77, "word": "كويس", "probability": 0.8846028645833334}, {"start": 3801.77, "end": 3802.63, "word": " كتبنا", "probability": 0.795166015625}, {"start": 3802.63, "end": 3803.07, "word": " تلاتة", "probability": 0.9107666015625}, {"start": 3803.07, "end": 3803.51, "word": " الان", "probability": 0.656982421875}, {"start": 3803.51, "end": 3803.63, "word": " انا", "probability": 0.807373046875}, {"start": 3803.63, "end": 3803.97, "word": " معنى", "probability": 0.9285481770833334}, {"start": 3803.97, "end": 3804.29, "word": " اذا", "probability": 0.80517578125}, {"start": 3804.29, "end": 3804.53, "word": " في", "probability": 0.90478515625}, {"start": 3804.53, "end": 3807.23, "word": " اكتر", "probability": 0.7454833984375}, {"start": 3807.23, "end": 3807.37, "word": " من", "probability": 0.83740234375}, {"start": 3807.37, "end": 3807.77, "word": " تلاتة", "probability": 0.934326171875}, {"start": 3807.77, "end": 3807.85, "word": " و", "probability": 0.2210693359375}, {"start": 3807.85, "end": 3807.95, "word": " لا", "probability": 0.9892578125}, {"start": 3807.95, "end": 3808.23, "word": " لأ", "probability": 0.766845703125}, {"start": 3808.23, "end": 3809.03, "word": " طيب", "probability": 0.869140625}, {"start": 3809.03, "end": 3809.77, "word": " نكمل", "probability": 0.8544921875}, {"start": 3809.77, "end": 3810.13, "word": " انا", "probability": 0.822265625}, {"start": 3810.13, "end": 3810.29, "word": " لسه", "probability": 0.9469401041666666}, {"start": 3810.29, "end": 3810.43, "word": " مش", "probability": 0.90966796875}, {"start": 3810.43, "end": 3810.65, "word": " عارف", "probability": 0.7057291666666666}, {"start": 3810.65, "end": 3810.99, "word": " الصفر", "probability": 0.89697265625}, {"start": 3810.99, "end": 3811.73, "word": " مابينتش", "probability": 0.8236328125}, {"start": 3811.73, "end": 3811.91, "word": " معنا", "probability": 0.7431640625}, {"start": 3811.91, "end": 3812.29, "word": " الصفر", "probability": 0.8743489583333334}, {"start": 3812.29, "end": 3812.65, "word": " و", "probability": 0.63427734375}, {"start": 3812.65, "end": 3812.87, "word": " هنا", "probability": 0.95458984375}, {"start": 3812.87, "end": 3813.19, "word": " لسه", "probability": 0.9749348958333334}, {"start": 3813.19, "end": 3813.49, "word": " مابيان", "probability": 0.77545166015625}, {"start": 3813.49, "end": 3813.85, "word": " الصفر", "probability": 0.9788411458333334}, {"start": 3813.85, "end": 3814.25, "word": " هنا", "probability": 0.884765625}, {"start": 3814.25, "end": 3814.85, "word": " وصلنا", "probability": 0.87255859375}, {"start": 3814.85, "end": 3814.97, "word": " ل", "probability": 0.75537109375}, {"start": 3814.97, "end": 3815.29, "word": " leaf", "probability": 0.6591796875}, {"start": 3815.29, "end": 3816.07, "word": " ال", "probability": 0.814453125}, {"start": 3816.07, "end": 3816.23, "word": " leaf", "probability": 0.80859375}, {"start": 3816.23, "end": 3816.39, "word": " ها", "probability": 0.3787841796875}, {"start": 3816.39, "end": 3816.45, "word": " دي", "probability": 0.866455078125}, {"start": 3816.45, "end": 3816.79, "word": " zero", "probability": 0.6650390625}, {"start": 3816.79, "end": 3818.25, "word": " فإذا", "probability": 0.7941080729166666}, {"start": 3818.25, "end": 3818.71, "word": " خلاص", "probability": 0.9637044270833334}, {"start": 3818.71, "end": 3819.13, "word": " maximum", "probability": 0.94287109375}, {"start": 3819.13, "end": 3819.73, "word": " هاخد", "probability": 0.8912760416666666}, {"start": 3819.73, "end": 3820.03, "word": " zero", "probability": 0.8662109375}, {"start": 3820.03, "end": 3821.23, "word": " هو", "probability": 0.96142578125}, {"start": 3821.23, "end": 3821.49, "word": " zero", "probability": 0.89453125}, {"start": 3821.49, "end": 3821.77, "word": " اصلا", "probability": 0.83544921875}, {"start": 3821.77, "end": 3822.39, "word": " يعني", "probability": 0.942626953125}, {"start": 3822.39, "end": 3822.53, "word": " انا", "probability": 0.844970703125}, {"start": 3822.53, "end": 3822.85, "word": " بدور", "probability": 0.7841796875}, {"start": 3822.85, "end": 3823.01, "word": " على", "probability": 0.86865234375}, {"start": 3823.01, "end": 3823.11, "word": " ال", "probability": 0.97021484375}, {"start": 3823.11, "end": 3823.29, "word": " max", "probability": 0.79345703125}, {"start": 3823.29, "end": 3823.47, "word": " اه", "probability": 0.82763671875}, {"start": 3823.47, "end": 3823.65, "word": " بس", "probability": 0.9736328125}, {"start": 3823.65, "end": 3823.79, "word": " هو", "probability": 0.98779296875}, {"start": 3823.79, "end": 3824.27, "word": " zero", "probability": 0.83935546875}, {"start": 3824.27, "end": 3824.83, "word": " كويس", "probability": 0.8076171875}, {"start": 3824.83, "end": 3825.13, "word": " من", "probability": 0.400634765625}, {"start": 3825.13, "end": 3825.95, "word": " اكيد", "probability": 0.8723958333333334}, {"start": 3825.95, "end": 3827.19, "word": " zero", "probability": 0.7841796875}, {"start": 3827.19, "end": 3827.81, "word": " هل", "probability": 0.980224609375}, {"start": 3827.81, "end": 3828.35, "word": " اتوقع", "probability": 0.94287109375}, {"start": 3828.35, "end": 3828.49, "word": " من", "probability": 0.99169921875}, {"start": 3828.49, "end": 3828.71, "word": " من", "probability": 0.984375}, {"start": 3828.71, "end": 3829.01, "word": " ممكن", "probability": 0.98486328125}, {"start": 3829.01, "end": 3829.31, "word": " يعطيني", "probability": 0.72861328125}, {"start": 3829.31, "end": 3829.55, "word": " احسن", "probability": 0.9078369140625}, {"start": 3829.55, "end": 3829.69, "word": " من", "probability": 0.99560546875}, {"start": 3829.69, "end": 3829.79, "word": " ال", "probability": 0.92626953125}, {"start": 3829.79, "end": 3829.99, "word": " zero", "probability": 0.849609375}], "temperature": 1.0}, {"id": 161, "seek": 385670, "start": 3831.1, "end": 3856.7, "text": "أكيد .. أكيد مش هيطيني هنا أحسن من الـ 0 فصار .. الآن البحث في الـ Min .. الآن هنا صارنا .. الآن صرنا هنا .. مدام أنا هنا في Min .. Min إذا كانت Beta صفر لال node اللي أنا عندها أقل من Alpha تلاتة هيها تاعة ال parent فإذا مافيش داعي أتكمل في ال branch فإذا هذا كله", "tokens": [10721, 4117, 25708, 4386, 5551, 4117, 25708, 37893, 39896, 9566, 9957, 1829, 34105, 5551, 5016, 3794, 1863, 9154, 2423, 39184, 1958, 6156, 9381, 9640, 4386, 6024, 48506, 29739, 5016, 12984, 8978, 2423, 39184, 2829, 4386, 6024, 48506, 34105, 20328, 9640, 8315, 4386, 6024, 48506, 20328, 2288, 8315, 34105, 4386, 3714, 3215, 10943, 41850, 34105, 8978, 2829, 4386, 2829, 11933, 15730, 25961, 2655, 33286, 20328, 5172, 2288, 5296, 6027, 9984, 13672, 1829, 41850, 43242, 11296, 5551, 4587, 1211, 9154, 20588, 6055, 1211, 9307, 3660, 39896, 11296, 6055, 995, 27884, 2423, 2596, 6156, 28814, 15730, 19446, 41185, 8592, 11778, 45761, 1829, 5551, 2655, 24793, 1211, 8978, 2423, 9819, 6156, 28814, 15730, 23758, 28242, 3224], "avg_logprob": -0.2703263189940326, "compression_ratio": 1.8189655172413792, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 3831.1, "end": 3831.7, "word": "أكيد", "probability": 0.9650065104166666}, {"start": 3831.7, "end": 3831.94, "word": " ..", "probability": 0.366943359375}, {"start": 3831.94, "end": 3832.26, "word": " أكيد", "probability": 0.8225911458333334}, {"start": 3832.26, "end": 3832.42, "word": " مش", "probability": 0.94287109375}, {"start": 3832.42, "end": 3832.82, "word": " هيطيني", "probability": 0.6046142578125}, {"start": 3832.82, "end": 3833.08, "word": " هنا", "probability": 0.98046875}, {"start": 3833.08, "end": 3833.8, "word": " أحسن", "probability": 0.971435546875}, {"start": 3833.8, "end": 3833.96, "word": " من", "probability": 0.99609375}, {"start": 3833.96, "end": 3834.2, "word": " الـ", "probability": 0.798828125}, {"start": 3834.2, "end": 3834.28, "word": " 0", "probability": 0.247802734375}, {"start": 3834.28, "end": 3834.66, "word": " فصار", "probability": 0.8701171875}, {"start": 3834.66, "end": 3834.76, "word": " ..", "probability": 0.2734375}, {"start": 3834.76, "end": 3835.52, "word": " الآن", "probability": 0.6317138671875}, {"start": 3835.52, "end": 3835.9, "word": " البحث", "probability": 0.9453125}, {"start": 3835.9, "end": 3836.06, "word": " في", "probability": 0.80322265625}, {"start": 3836.06, "end": 3836.14, "word": " الـ", "probability": 0.73779296875}, {"start": 3836.14, "end": 3836.28, "word": " Min", "probability": 0.50048828125}, {"start": 3836.28, "end": 3836.6, "word": " ..", "probability": 0.299072265625}, {"start": 3836.6, "end": 3836.88, "word": " الآن", "probability": 0.7310791015625}, {"start": 3836.88, "end": 3837.08, "word": " هنا", "probability": 0.95947265625}, {"start": 3837.08, "end": 3837.46, "word": " صارنا", "probability": 0.9020182291666666}, {"start": 3837.46, "end": 3838.12, "word": " ..", "probability": 0.79052734375}, {"start": 3838.12, "end": 3838.7, "word": " الآن", "probability": 0.63671875}, {"start": 3838.7, "end": 3839.0, "word": " صرنا", "probability": 0.8504231770833334}, {"start": 3839.0, "end": 3839.1, "word": " هنا", "probability": 0.9697265625}, {"start": 3839.1, "end": 3839.18, "word": " ..", "probability": 0.6611328125}, {"start": 3839.18, "end": 3839.36, "word": " مدام", "probability": 0.8009440104166666}, {"start": 3839.36, "end": 3839.5, "word": " أنا", "probability": 0.74658203125}, {"start": 3839.5, "end": 3839.68, "word": " هنا", "probability": 0.99267578125}, {"start": 3839.68, "end": 3839.88, "word": " في", "probability": 0.859375}, {"start": 3839.88, "end": 3840.12, "word": " Min", "probability": 0.8125}, {"start": 3840.12, "end": 3841.34, "word": " ..", "probability": 0.354248046875}, {"start": 3841.34, "end": 3841.52, "word": " Min", "probability": 0.7021484375}, {"start": 3841.52, "end": 3842.02, "word": " إذا", "probability": 0.7490234375}, {"start": 3842.02, "end": 3842.6, "word": " كانت", "probability": 0.990966796875}, {"start": 3842.6, "end": 3843.34, "word": " Beta", "probability": 0.669921875}, {"start": 3843.34, "end": 3844.28, "word": " صفر", "probability": 0.7989095052083334}, {"start": 3844.28, "end": 3845.88, "word": " لال", "probability": 0.5078125}, {"start": 3845.88, "end": 3846.38, "word": " node", "probability": 0.74072265625}, {"start": 3846.38, "end": 3847.1, "word": " اللي", "probability": 0.982666015625}, {"start": 3847.1, "end": 3847.24, "word": " أنا", "probability": 0.734375}, {"start": 3847.24, "end": 3847.78, "word": " عندها", "probability": 0.991455078125}, {"start": 3847.78, "end": 3848.8, "word": " أقل", "probability": 0.9685872395833334}, {"start": 3848.8, "end": 3849.12, "word": " من", "probability": 0.99658203125}, {"start": 3849.12, "end": 3849.86, "word": " Alpha", "probability": 0.82421875}, {"start": 3849.86, "end": 3851.3, "word": " تلاتة", "probability": 0.8646240234375}, {"start": 3851.3, "end": 3852.18, "word": " هيها", "probability": 0.316162109375}, {"start": 3852.18, "end": 3852.68, "word": " تاعة", "probability": 0.661865234375}, {"start": 3852.68, "end": 3852.84, "word": " ال", "probability": 0.9814453125}, {"start": 3852.84, "end": 3853.22, "word": " parent", "probability": 0.87841796875}, {"start": 3853.22, "end": 3854.28, "word": " فإذا", "probability": 0.8707682291666666}, {"start": 3854.28, "end": 3854.6, "word": " مافيش", "probability": 0.9720052083333334}, {"start": 3854.6, "end": 3854.74, "word": " داعي", "probability": 0.8527018229166666}, {"start": 3854.74, "end": 3855.16, "word": " أتكمل", "probability": 0.88134765625}, {"start": 3855.16, "end": 3855.28, "word": " في", "probability": 0.97265625}, {"start": 3855.28, "end": 3855.38, "word": " ال", "probability": 0.9873046875}, {"start": 3855.38, "end": 3855.62, "word": " branch", "probability": 0.85009765625}, {"start": 3855.62, "end": 3855.88, "word": " فإذا", "probability": 0.8193359375}, {"start": 3855.88, "end": 3856.08, "word": " هذا", "probability": 0.615234375}, {"start": 3856.08, "end": 3856.7, "word": " كله", "probability": 0.992919921875}], "temperature": 1.0}, {"id": 162, "seek": 388659, "start": 3858.23, "end": 3886.59, "text": "مش محتاج اكمل فيه اطلاقا مش محتاجي اكمل فيه فعلا ماكملناش فيه طيب ال branch اللي وراه برضه ما زال عندنا امل كmax انه يجيني احسن انه يجينا افضل طيب خليني اكمل انا لسه ماشوفتش الاتنين لانه الاتنين اخر خطوة كانت بيعملها propagation from leaf to root اتنين فالاتنين هذه هتيجي لمين لmax", "tokens": [2304, 8592, 3714, 33753, 26108, 1975, 24793, 1211, 8978, 3224, 1975, 9566, 15040, 4587, 995, 37893, 3714, 33753, 26108, 1829, 1975, 24793, 1211, 8978, 3224, 6156, 3615, 15040, 19446, 24793, 1211, 1863, 33599, 8978, 3224, 23032, 1829, 3555, 2423, 9819, 13672, 1829, 4032, 23557, 3224, 4724, 43042, 3224, 19446, 30767, 6027, 43242, 8315, 1975, 42213, 9122, 41167, 16472, 3224, 7251, 7435, 9957, 1829, 1975, 5016, 3794, 1863, 16472, 3224, 7251, 7435, 1829, 8315, 1975, 5172, 11242, 1211, 23032, 1829, 3555, 16490, 1211, 9957, 1829, 1975, 24793, 1211, 1975, 8315, 5296, 3794, 3224, 19446, 8592, 38688, 2655, 8592, 2423, 9307, 1863, 9957, 5296, 7649, 3224, 2423, 9307, 1863, 9957, 1975, 34740, 16490, 9566, 2407, 3660, 25961, 2655, 4724, 1829, 25957, 1211, 11296, 38377, 490, 10871, 281, 5593, 1975, 2655, 1863, 9957, 6156, 6027, 9307, 1863, 9957, 29538, 8032, 31371, 7435, 1829, 32767, 9957, 5296, 41167], "avg_logprob": -0.15797413464250235, "compression_ratio": 1.8995983935742973, "no_speech_prob": 7.62939453125e-06, "words": [{"start": 3858.23, "end": 3858.51, "word": "مش", "probability": 0.806396484375}, {"start": 3858.51, "end": 3858.93, "word": " محتاج", "probability": 0.9910481770833334}, {"start": 3858.93, "end": 3859.77, "word": " اكمل", "probability": 0.8177897135416666}, {"start": 3859.77, "end": 3860.13, "word": " فيه", "probability": 0.971923828125}, {"start": 3860.13, "end": 3860.89, "word": " اطلاقا", "probability": 0.826611328125}, {"start": 3860.89, "end": 3860.99, "word": " مش", "probability": 0.8662109375}, {"start": 3860.99, "end": 3861.33, "word": " محتاجي", "probability": 0.88720703125}, {"start": 3861.33, "end": 3861.67, "word": " اكمل", "probability": 0.8304036458333334}, {"start": 3861.67, "end": 3861.93, "word": " فيه", "probability": 0.978271484375}, {"start": 3861.93, "end": 3862.33, "word": " فعلا", "probability": 0.87841796875}, {"start": 3862.33, "end": 3863.21, "word": " ماكملناش", "probability": 0.81806640625}, {"start": 3863.21, "end": 3863.91, "word": " فيه", "probability": 0.979736328125}, {"start": 3863.91, "end": 3864.29, "word": " طيب", "probability": 0.8709309895833334}, {"start": 3864.29, "end": 3865.49, "word": " ال", "probability": 0.9609375}, {"start": 3865.49, "end": 3865.71, "word": " branch", "probability": 0.85888671875}, {"start": 3865.71, "end": 3865.87, "word": " اللي", "probability": 0.951904296875}, {"start": 3865.87, "end": 3866.35, "word": " وراه", "probability": 0.9295247395833334}, {"start": 3866.35, "end": 3866.65, "word": " برضه", "probability": 0.943359375}, {"start": 3866.65, "end": 3866.81, "word": " ما", "probability": 0.63525390625}, {"start": 3866.81, "end": 3867.09, "word": " زال", "probability": 0.9306640625}, {"start": 3867.09, "end": 3867.55, "word": " عندنا", "probability": 0.774658203125}, {"start": 3867.55, "end": 3867.97, "word": " امل", "probability": 0.824951171875}, {"start": 3867.97, "end": 3869.45, "word": " كmax", "probability": 0.6656494140625}, {"start": 3869.45, "end": 3870.21, "word": " انه", "probability": 0.930419921875}, {"start": 3870.21, "end": 3870.55, "word": " يجيني", "probability": 0.87841796875}, {"start": 3870.55, "end": 3870.99, "word": " احسن", "probability": 0.9410400390625}, {"start": 3870.99, "end": 3872.05, "word": " انه", "probability": 0.937744140625}, {"start": 3872.05, "end": 3872.27, "word": " يجينا", "probability": 0.9661865234375}, {"start": 3872.27, "end": 3872.67, "word": " افضل", "probability": 0.97265625}, {"start": 3872.67, "end": 3873.17, "word": " طيب", "probability": 0.9713541666666666}, {"start": 3873.17, "end": 3873.51, "word": " خليني", "probability": 0.8314208984375}, {"start": 3873.51, "end": 3874.03, "word": " اكمل", "probability": 0.87451171875}, {"start": 3874.03, "end": 3874.69, "word": " انا", "probability": 0.843994140625}, {"start": 3874.69, "end": 3874.87, "word": " لسه", "probability": 0.9342447916666666}, {"start": 3874.87, "end": 3875.25, "word": " ماشوفتش", "probability": 0.86884765625}, {"start": 3875.25, "end": 3875.43, "word": " الاتنين", "probability": 0.78662109375}, {"start": 3875.43, "end": 3875.69, "word": " لانه", "probability": 0.634033203125}, {"start": 3875.69, "end": 3875.99, "word": " الاتنين", "probability": 0.8341064453125}, {"start": 3875.99, "end": 3876.51, "word": " اخر", "probability": 0.8916015625}, {"start": 3876.51, "end": 3876.81, "word": " خطوة", "probability": 0.9837646484375}, {"start": 3876.81, "end": 3877.03, "word": " كانت", "probability": 0.904052734375}, {"start": 3877.03, "end": 3877.29, "word": " بيعملها", "probability": 0.742919921875}, {"start": 3877.29, "end": 3878.03, "word": " propagation", "probability": 0.9609375}, {"start": 3878.03, "end": 3878.99, "word": " from", "probability": 0.87109375}, {"start": 3878.99, "end": 3879.45, "word": " leaf", "probability": 0.787109375}, {"start": 3879.45, "end": 3879.71, "word": " to", "probability": 0.97705078125}, {"start": 3879.71, "end": 3880.29, "word": " root", "probability": 0.86279296875}, {"start": 3880.29, "end": 3881.73, "word": " اتنين", "probability": 0.9498291015625}, {"start": 3881.73, "end": 3883.37, "word": " فالاتنين", "probability": 0.9439453125}, {"start": 3883.37, "end": 3883.75, "word": " هذه", "probability": 0.57080078125}, {"start": 3883.75, "end": 3885.51, "word": " هتيجي", "probability": 0.9716796875}, {"start": 3885.51, "end": 3885.89, "word": " لمين", "probability": 0.850341796875}, {"start": 3885.89, "end": 3886.59, "word": " لmax", "probability": 0.4918212890625}], "temperature": 1.0}, {"id": 163, "seek": 390999, "start": 3887.37, "end": 3909.99, "text": "max بده يختار اتنين لكن بالنسباله طبعا هتطلع زي ما هي هنا اتنين مين اللي خلاها تطلع اتنين جاب المطروح للاتنين اجته اتنين طبعا هي غير مرضية الاتنين أكيد غير مرضية أبدا لإن هو كان عنده أحسن لكن في عنده لسه branch على أمل أن يكون أعلى", "tokens": [41167, 47525, 3224, 7251, 46456, 9640, 1975, 2655, 1863, 9957, 44381, 20666, 1863, 35457, 6027, 3224, 23032, 3555, 3615, 995, 8032, 2655, 9566, 1211, 3615, 30767, 1829, 19446, 39896, 34105, 1975, 2655, 1863, 9957, 3714, 9957, 13672, 1829, 16490, 15040, 11296, 6055, 9566, 1211, 3615, 1975, 2655, 1863, 9957, 10874, 16758, 9673, 9566, 32887, 5016, 24976, 9307, 1863, 9957, 1975, 7435, 47395, 1975, 2655, 1863, 9957, 23032, 3555, 3615, 995, 39896, 32771, 13546, 3714, 43042, 10632, 2423, 9307, 1863, 9957, 5551, 4117, 25708, 32771, 13546, 3714, 43042, 10632, 5551, 3555, 28259, 5296, 28814, 1863, 31439, 25961, 43242, 3224, 5551, 5016, 3794, 1863, 44381, 8978, 43242, 3224, 5296, 3794, 3224, 9819, 15844, 5551, 42213, 14739, 7251, 30544, 5551, 3615, 23942], "avg_logprob": -0.14739582824210326, "compression_ratio": 1.8930232558139535, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 3887.37, "end": 3887.83, "word": "max", "probability": 0.5009765625}, {"start": 3887.83, "end": 3888.39, "word": " بده", "probability": 0.640625}, {"start": 3888.39, "end": 3888.71, "word": " يختار", "probability": 0.9869791666666666}, {"start": 3888.71, "end": 3889.13, "word": " اتنين", "probability": 0.8765869140625}, {"start": 3889.13, "end": 3889.97, "word": " لكن", "probability": 0.72705078125}, {"start": 3889.97, "end": 3892.43, "word": " بالنسباله", "probability": 0.83212890625}, {"start": 3892.43, "end": 3892.77, "word": " طبعا", "probability": 0.9617919921875}, {"start": 3892.77, "end": 3893.23, "word": " هتطلع", "probability": 0.958984375}, {"start": 3893.23, "end": 3893.51, "word": " زي", "probability": 0.93408203125}, {"start": 3893.51, "end": 3893.61, "word": " ما", "probability": 0.927734375}, {"start": 3893.61, "end": 3893.77, "word": " هي", "probability": 0.63623046875}, {"start": 3893.77, "end": 3894.11, "word": " هنا", "probability": 0.96435546875}, {"start": 3894.11, "end": 3895.13, "word": " اتنين", "probability": 0.97900390625}, {"start": 3895.13, "end": 3895.55, "word": " مين", "probability": 0.759033203125}, {"start": 3895.55, "end": 3895.69, "word": " اللي", "probability": 0.969970703125}, {"start": 3895.69, "end": 3895.99, "word": " خلاها", "probability": 0.8109537760416666}, {"start": 3895.99, "end": 3896.33, "word": " تطلع", "probability": 0.9595947265625}, {"start": 3896.33, "end": 3896.83, "word": " اتنين", "probability": 0.9908447265625}, {"start": 3896.83, "end": 3897.77, "word": " جاب", "probability": 0.67431640625}, {"start": 3897.77, "end": 3898.21, "word": " المطروح", "probability": 0.8323974609375}, {"start": 3898.21, "end": 3899.11, "word": " للاتنين", "probability": 0.7984619140625}, {"start": 3899.11, "end": 3899.89, "word": " اجته", "probability": 0.62646484375}, {"start": 3899.89, "end": 3900.31, "word": " اتنين", "probability": 0.9818115234375}, {"start": 3900.31, "end": 3901.19, "word": " طبعا", "probability": 0.9805908203125}, {"start": 3901.19, "end": 3901.47, "word": " هي", "probability": 0.814453125}, {"start": 3901.47, "end": 3901.69, "word": " غير", "probability": 0.998046875}, {"start": 3901.69, "end": 3901.95, "word": " مرضية", "probability": 0.98583984375}, {"start": 3901.95, "end": 3902.37, "word": " الاتنين", "probability": 0.8341064453125}, {"start": 3902.37, "end": 3903.43, "word": " أكيد", "probability": 0.7884928385416666}, {"start": 3903.43, "end": 3903.95, "word": " غير", "probability": 0.962890625}, {"start": 3903.95, "end": 3904.19, "word": " مرضية", "probability": 0.98681640625}, {"start": 3904.19, "end": 3904.43, "word": " أبدا", "probability": 0.7361653645833334}, {"start": 3904.43, "end": 3904.61, "word": " لإن", "probability": 0.8063151041666666}, {"start": 3904.61, "end": 3904.69, "word": " هو", "probability": 0.89453125}, {"start": 3904.69, "end": 3904.87, "word": " كان", "probability": 0.98583984375}, {"start": 3904.87, "end": 3905.07, "word": " عنده", "probability": 0.980224609375}, {"start": 3905.07, "end": 3905.47, "word": " أحسن", "probability": 0.9774169921875}, {"start": 3905.47, "end": 3906.23, "word": " لكن", "probability": 0.9462890625}, {"start": 3906.23, "end": 3906.65, "word": " في", "probability": 0.783203125}, {"start": 3906.65, "end": 3906.85, "word": " عنده", "probability": 0.96826171875}, {"start": 3906.85, "end": 3907.05, "word": " لسه", "probability": 0.9803059895833334}, {"start": 3907.05, "end": 3907.47, "word": " branch", "probability": 0.86767578125}, {"start": 3907.47, "end": 3908.63, "word": " على", "probability": 0.8017578125}, {"start": 3908.63, "end": 3909.13, "word": " أمل", "probability": 0.89990234375}, {"start": 3909.13, "end": 3909.43, "word": " أن", "probability": 0.423828125}, {"start": 3909.43, "end": 3909.67, "word": " يكون", "probability": 0.973388671875}, {"start": 3909.67, "end": 3909.99, "word": " أعلى", "probability": 0.9475911458333334}], "temperature": 1.0}, {"id": 164, "seek": 394028, "start": 3911.08, "end": 3940.28, "text": "خدوا بالك هذه الأتنين إجتني في max بمعنى إن لو في أعلى منها هنا هياخدها مش هيضالة عند الأتنين قرارات max غير قرارات men كويس طلعت واحد خلاص معناته هنا حكمت إن maximum هياخد اتنين اتنين معناته لما ييجي الدور ل men هياخد اتنين انتهى الكلام هنا ان شاء الله في ألف men مش هيعطيني يهم", "tokens": [9778, 3215, 14407, 20666, 4117, 29538, 16247, 2655, 1863, 9957, 11933, 7435, 2655, 22653, 8978, 11469, 4724, 2304, 3615, 1863, 7578, 36145, 45164, 8978, 5551, 3615, 23942, 9154, 11296, 34105, 39896, 47283, 3215, 11296, 37893, 39896, 11242, 6027, 3660, 43242, 16247, 2655, 1863, 9957, 12174, 2288, 9640, 9307, 11469, 32771, 13546, 12174, 2288, 9640, 9307, 1706, 9122, 45865, 3794, 23032, 1211, 34268, 36764, 24401, 16490, 1211, 33546, 20449, 8315, 47395, 34105, 11331, 24793, 2655, 36145, 6674, 39896, 47283, 3215, 1975, 2655, 1863, 9957, 1975, 2655, 1863, 9957, 20449, 8315, 47395, 5296, 15042, 7251, 1829, 7435, 1829, 32748, 13063, 5296, 1706, 39896, 47283, 3215, 1975, 2655, 1863, 9957, 16472, 47395, 7578, 2423, 28820, 10943, 34105, 16472, 13412, 16606, 21984, 8978, 5551, 46538, 1706, 37893, 39896, 3615, 9566, 9957, 1829, 7251, 16095], "avg_logprob": -0.18165553230365725, "compression_ratio": 1.971311475409836, "no_speech_prob": 1.0728836059570312e-06, "words": [{"start": 3911.08, "end": 3911.38, "word": "خدوا", "probability": 0.72265625}, {"start": 3911.38, "end": 3911.68, "word": " بالك", "probability": 0.869140625}, {"start": 3911.68, "end": 3912.0, "word": " هذه", "probability": 0.4541015625}, {"start": 3912.0, "end": 3912.32, "word": " الأتنين", "probability": 0.75738525390625}, {"start": 3912.32, "end": 3912.68, "word": " إجتني", "probability": 0.7144775390625}, {"start": 3912.68, "end": 3912.82, "word": " في", "probability": 0.974609375}, {"start": 3912.82, "end": 3913.14, "word": " max", "probability": 0.64013671875}, {"start": 3913.14, "end": 3914.1, "word": " بمعنى", "probability": 0.94765625}, {"start": 3914.1, "end": 3914.26, "word": " إن", "probability": 0.58935546875}, {"start": 3914.26, "end": 3914.42, "word": " لو", "probability": 0.7412109375}, {"start": 3914.42, "end": 3914.58, "word": " في", "probability": 0.74462890625}, {"start": 3914.58, "end": 3914.84, "word": " أعلى", "probability": 0.9441731770833334}, {"start": 3914.84, "end": 3915.08, "word": " منها", "probability": 0.978515625}, {"start": 3915.08, "end": 3915.36, "word": " هنا", "probability": 0.986328125}, {"start": 3915.36, "end": 3916.3, "word": " هياخدها", "probability": 0.857666015625}, {"start": 3916.3, "end": 3916.92, "word": " مش", "probability": 0.76416015625}, {"start": 3916.92, "end": 3917.24, "word": " هيضالة", "probability": 0.69000244140625}, {"start": 3917.24, "end": 3917.36, "word": " عند", "probability": 0.755859375}, {"start": 3917.36, "end": 3917.78, "word": " الأتنين", "probability": 0.911376953125}, {"start": 3917.78, "end": 3919.52, "word": " قرارات", "probability": 0.982177734375}, {"start": 3919.52, "end": 3919.78, "word": " max", "probability": 0.8154296875}, {"start": 3919.78, "end": 3920.0, "word": " غير", "probability": 0.989501953125}, {"start": 3920.0, "end": 3920.44, "word": " قرارات", "probability": 0.9776611328125}, {"start": 3920.44, "end": 3920.6, "word": " men", "probability": 0.2578125}, {"start": 3920.6, "end": 3921.46, "word": " كويس", "probability": 0.830078125}, {"start": 3921.46, "end": 3922.26, "word": " طلعت", "probability": 0.8375651041666666}, {"start": 3922.26, "end": 3923.18, "word": " واحد", "probability": 0.97021484375}, {"start": 3923.18, "end": 3925.12, "word": " خلاص", "probability": 0.9093424479166666}, {"start": 3925.12, "end": 3925.6, "word": " معناته", "probability": 0.8810221354166666}, {"start": 3925.6, "end": 3925.74, "word": " هنا", "probability": 0.92578125}, {"start": 3925.74, "end": 3926.2, "word": " حكمت", "probability": 0.8292643229166666}, {"start": 3926.2, "end": 3926.32, "word": " إن", "probability": 0.5078125}, {"start": 3926.32, "end": 3926.64, "word": " maximum", "probability": 0.73486328125}, {"start": 3926.64, "end": 3927.16, "word": " هياخد", "probability": 0.9640299479166666}, {"start": 3927.16, "end": 3927.54, "word": " اتنين", "probability": 0.9229736328125}, {"start": 3927.54, "end": 3928.82, "word": " اتنين", "probability": 0.9481201171875}, {"start": 3928.82, "end": 3929.46, "word": " معناته", "probability": 0.95556640625}, {"start": 3929.46, "end": 3929.66, "word": " لما", "probability": 0.93115234375}, {"start": 3929.66, "end": 3929.92, "word": " ييجي", "probability": 0.876220703125}, {"start": 3929.92, "end": 3930.18, "word": " الدور", "probability": 0.897216796875}, {"start": 3930.18, "end": 3930.36, "word": " ل", "probability": 0.8369140625}, {"start": 3930.36, "end": 3930.62, "word": " men", "probability": 0.568359375}, {"start": 3930.62, "end": 3932.7, "word": " هياخد", "probability": 0.9676106770833334}, {"start": 3932.7, "end": 3933.14, "word": " اتنين", "probability": 0.9833984375}, {"start": 3933.14, "end": 3933.96, "word": " انتهى", "probability": 0.8274739583333334}, {"start": 3933.96, "end": 3934.38, "word": " الكلام", "probability": 0.9620768229166666}, {"start": 3934.38, "end": 3936.28, "word": " هنا", "probability": 0.9375}, {"start": 3936.28, "end": 3936.62, "word": " ان", "probability": 0.50341796875}, {"start": 3936.62, "end": 3936.76, "word": " شاء", "probability": 0.929443359375}, {"start": 3936.76, "end": 3936.8, "word": " الله", "probability": 0.96240234375}, {"start": 3936.8, "end": 3936.96, "word": " في", "probability": 0.9443359375}, {"start": 3936.96, "end": 3937.34, "word": " ألف", "probability": 0.736083984375}, {"start": 3937.34, "end": 3938.98, "word": " men", "probability": 0.465087890625}, {"start": 3938.98, "end": 3939.38, "word": " مش", "probability": 0.9736328125}, {"start": 3939.38, "end": 3939.98, "word": " هيعطيني", "probability": 0.913671875}, {"start": 3939.98, "end": 3940.28, "word": " يهم", "probability": 0.5537109375}], "temperature": 1.0}, {"id": 165, "seek": 396335, "start": 3940.95, "end": 3963.35, "text": "من مش هيعطيني أفضل من الإتنين فهل في معنى أنه أكمل هنا حتى لو في مليون حتى لو في ستمية، على الفاضي، على الفاضي، إيش بدي أقول، بدي أعطيني هنا ستمية، okay بعدين، هنا برضه هتضل اتنين اتنين، هتضل برضه اتنين، فإذا كل branch هذا برضه لا داعي لفحصه", "tokens": [27842, 37893, 39896, 3615, 9566, 9957, 1829, 5551, 5172, 11242, 1211, 9154, 33688, 2655, 1863, 9957, 6156, 3224, 1211, 8978, 20449, 1863, 7578, 14739, 3224, 5551, 24793, 1211, 34105, 11331, 49975, 45164, 8978, 3714, 20292, 11536, 11331, 49975, 45164, 8978, 8608, 39237, 10632, 12399, 15844, 27188, 46958, 1829, 12399, 15844, 27188, 46958, 1829, 12399, 11933, 1829, 8592, 4724, 16254, 5551, 39648, 12399, 4724, 16254, 5551, 3615, 9566, 9957, 1829, 34105, 8608, 39237, 10632, 12399, 1392, 39182, 9957, 12399, 34105, 4724, 43042, 3224, 8032, 2655, 11242, 1211, 1975, 2655, 1863, 9957, 1975, 2655, 1863, 9957, 12399, 8032, 2655, 11242, 1211, 4724, 43042, 3224, 1975, 2655, 1863, 9957, 12399, 6156, 28814, 15730, 28242, 9819, 23758, 4724, 43042, 3224, 20193, 11778, 45761, 1829, 5296, 5172, 5016, 9381, 3224], "avg_logprob": -0.16914682078456122, "compression_ratio": 2.009478672985782, "no_speech_prob": 1.7285346984863281e-06, "words": [{"start": 3940.95, "end": 3941.25, "word": "من", "probability": 0.89794921875}, {"start": 3941.25, "end": 3941.43, "word": " مش", "probability": 0.9921875}, {"start": 3941.43, "end": 3941.83, "word": " هيعطيني", "probability": 0.752685546875}, {"start": 3941.83, "end": 3942.15, "word": " أفضل", "probability": 0.942626953125}, {"start": 3942.15, "end": 3942.31, "word": " من", "probability": 0.9931640625}, {"start": 3942.31, "end": 3942.75, "word": " الإتنين", "probability": 0.818115234375}, {"start": 3942.75, "end": 3943.93, "word": " فهل", "probability": 0.84765625}, {"start": 3943.93, "end": 3944.03, "word": " في", "probability": 0.93359375}, {"start": 3944.03, "end": 3944.31, "word": " معنى", "probability": 0.96728515625}, {"start": 3944.31, "end": 3944.45, "word": " أنه", "probability": 0.6673583984375}, {"start": 3944.45, "end": 3944.83, "word": " أكمل", "probability": 0.9055989583333334}, {"start": 3944.83, "end": 3945.09, "word": " هنا", "probability": 0.99462890625}, {"start": 3945.09, "end": 3945.75, "word": " حتى", "probability": 0.921142578125}, {"start": 3945.75, "end": 3945.89, "word": " لو", "probability": 0.9951171875}, {"start": 3945.89, "end": 3946.07, "word": " في", "probability": 0.94970703125}, {"start": 3946.07, "end": 3946.51, "word": " مليون", "probability": 0.9601236979166666}, {"start": 3946.51, "end": 3947.81, "word": " حتى", "probability": 0.733642578125}, {"start": 3947.81, "end": 3947.99, "word": " لو", "probability": 0.99365234375}, {"start": 3947.99, "end": 3948.33, "word": " في", "probability": 0.96728515625}, {"start": 3948.33, "end": 3950.11, "word": " ستمية،", "probability": 0.746795654296875}, {"start": 3950.11, "end": 3950.59, "word": " على", "probability": 0.328125}, {"start": 3950.59, "end": 3951.75, "word": " الفاضي،", "probability": 0.8670654296875}, {"start": 3951.75, "end": 3952.03, "word": " على", "probability": 0.386962890625}, {"start": 3952.03, "end": 3952.79, "word": " الفاضي،", "probability": 0.9041748046875}, {"start": 3952.79, "end": 3952.95, "word": " إيش", "probability": 0.8040364583333334}, {"start": 3952.95, "end": 3953.11, "word": " بدي", "probability": 0.6171875}, {"start": 3953.11, "end": 3953.31, "word": " أقول،", "probability": 0.6875}, {"start": 3953.31, "end": 3953.41, "word": " بدي", "probability": 0.896728515625}, {"start": 3953.41, "end": 3953.67, "word": " أعطيني", "probability": 0.89453125}, {"start": 3953.67, "end": 3953.79, "word": " هنا", "probability": 0.63427734375}, {"start": 3953.79, "end": 3954.45, "word": " ستمية،", "probability": 0.8824462890625}, {"start": 3954.45, "end": 3954.67, "word": " okay", "probability": 0.77490234375}, {"start": 3954.67, "end": 3955.47, "word": " بعدين،", "probability": 0.80224609375}, {"start": 3955.47, "end": 3955.61, "word": " هنا", "probability": 0.974609375}, {"start": 3955.61, "end": 3955.77, "word": " برضه", "probability": 0.9778645833333334}, {"start": 3955.77, "end": 3956.15, "word": " هتضل", "probability": 0.76409912109375}, {"start": 3956.15, "end": 3956.43, "word": " اتنين", "probability": 0.9256591796875}, {"start": 3956.43, "end": 3956.83, "word": " اتنين،", "probability": 0.9580078125}, {"start": 3956.83, "end": 3957.15, "word": " هتضل", "probability": 0.966064453125}, {"start": 3957.15, "end": 3957.39, "word": " برضه", "probability": 0.99072265625}, {"start": 3957.39, "end": 3957.97, "word": " اتنين،", "probability": 0.96943359375}, {"start": 3957.97, "end": 3958.29, "word": " فإذا", "probability": 0.8504231770833334}, {"start": 3958.29, "end": 3958.91, "word": " كل", "probability": 0.970703125}, {"start": 3958.91, "end": 3959.31, "word": " branch", "probability": 0.85546875}, {"start": 3959.31, "end": 3959.69, "word": " هذا", "probability": 0.8984375}, {"start": 3959.69, "end": 3960.95, "word": " برضه", "probability": 0.9833984375}, {"start": 3960.95, "end": 3961.85, "word": " لا", "probability": 0.814453125}, {"start": 3961.85, "end": 3962.47, "word": " داعي", "probability": 0.95068359375}, {"start": 3962.47, "end": 3963.35, "word": " لفحصه", "probability": 0.9701171875}], "temperature": 1.0}, {"id": 166, "seek": 399196, "start": 3964.66, "end": 3991.96, "text": "فهذه اللحظة عملنا brawning هنا عملنا brawning هنا عملنا brawning هنا صار في عندي نقطة تنتين تلاتة أربعة خمسة ستة سبعة سبع عمليات اختصرتهم مش محتاج أكمل فيهم أصلا ففعليا برضه هنعمل branch عند النقطة هذه تاني واضحة فكرة ال branching و الجزئيات هذه بيضل عندنا هو دي حلناها ال game اللي في النص سيبناها و ننهي فيها ال game هذي ببساطة جدا", "tokens": [5172, 3224, 24192, 13672, 5016, 19913, 3660, 6225, 42213, 8315, 1548, 86, 773, 34105, 6225, 42213, 8315, 1548, 86, 773, 34105, 6225, 42213, 8315, 1548, 86, 773, 34105, 20328, 9640, 8978, 18871, 16254, 8717, 47432, 3660, 6055, 29399, 9957, 6055, 1211, 9307, 3660, 5551, 25513, 27884, 16490, 2304, 3794, 3660, 8608, 2655, 3660, 8608, 3555, 27884, 8608, 3555, 3615, 6225, 2304, 20292, 9307, 1975, 46456, 9381, 43500, 16095, 37893, 3714, 33753, 26108, 5551, 24793, 1211, 8978, 16095, 5551, 9381, 15040, 6156, 5172, 3615, 20292, 995, 4724, 43042, 3224, 8032, 1863, 25957, 1211, 9819, 43242, 28239, 47432, 3660, 29538, 6055, 7649, 1829, 4032, 46958, 5016, 3660, 6156, 4117, 25720, 2423, 9819, 278, 4032, 25724, 11622, 19986, 1829, 9307, 29538, 4724, 1829, 11242, 1211, 43242, 8315, 31439, 11778, 1829, 11331, 1211, 8315, 11296, 2423, 1216, 13672, 1829, 8978, 28239, 9381, 8608, 1829, 3555, 8315, 11296, 4032, 8717, 1863, 3224, 1829, 8978, 11296, 2423, 1216, 8032, 8848, 1829, 4724, 3555, 3794, 41193, 3660, 10874, 28259], "avg_logprob": -0.1766679422255674, "compression_ratio": 2.04029304029304, "no_speech_prob": 1.3709068298339844e-06, "words": [{"start": 3964.66, "end": 3964.98, "word": "فهذه", "probability": 0.6808268229166666}, {"start": 3964.98, "end": 3965.22, "word": " اللحظة", "probability": 0.974365234375}, {"start": 3965.22, "end": 3965.5, "word": " عملنا", "probability": 0.8271484375}, {"start": 3965.5, "end": 3965.84, "word": " brawning", "probability": 0.3479817708333333}, {"start": 3965.84, "end": 3966.08, "word": " هنا", "probability": 0.9873046875}, {"start": 3966.08, "end": 3966.62, "word": " عملنا", "probability": 0.9083658854166666}, {"start": 3966.62, "end": 3966.9, "word": " brawning", "probability": 0.9466145833333334}, {"start": 3966.9, "end": 3967.14, "word": " هنا", "probability": 0.99365234375}, {"start": 3967.14, "end": 3967.5, "word": " عملنا", "probability": 0.8951822916666666}, {"start": 3967.5, "end": 3967.8, "word": " brawning", "probability": 0.9612630208333334}, {"start": 3967.8, "end": 3968.06, "word": " هنا", "probability": 0.9931640625}, {"start": 3968.06, "end": 3968.54, "word": " صار", "probability": 0.82861328125}, {"start": 3968.54, "end": 3968.64, "word": " في", "probability": 0.796875}, {"start": 3968.64, "end": 3968.88, "word": " عندي", "probability": 0.7117919921875}, {"start": 3968.88, "end": 3969.5, "word": " نقطة", "probability": 0.9786783854166666}, {"start": 3969.5, "end": 3970.04, "word": " تنتين", "probability": 0.7179361979166666}, {"start": 3970.04, "end": 3970.72, "word": " تلاتة", "probability": 0.8997802734375}, {"start": 3970.72, "end": 3971.32, "word": " أربعة", "probability": 0.7716471354166666}, {"start": 3971.32, "end": 3972.36, "word": " خمسة", "probability": 0.9556884765625}, {"start": 3972.36, "end": 3973.02, "word": " ستة", "probability": 0.9645182291666666}, {"start": 3973.02, "end": 3973.38, "word": " سبعة", "probability": 0.9451497395833334}, {"start": 3973.38, "end": 3973.96, "word": " سبع", "probability": 0.783203125}, {"start": 3973.96, "end": 3974.5, "word": " عمليات", "probability": 0.8963623046875}, {"start": 3974.5, "end": 3975.18, "word": " اختصرتهم", "probability": 0.943359375}, {"start": 3975.18, "end": 3975.82, "word": " مش", "probability": 0.87890625}, {"start": 3975.82, "end": 3976.14, "word": " محتاج", "probability": 0.99365234375}, {"start": 3976.14, "end": 3976.46, "word": " أكمل", "probability": 0.8203938802083334}, {"start": 3976.46, "end": 3976.7, "word": " فيهم", "probability": 0.989013671875}, {"start": 3976.7, "end": 3977.08, "word": " أصلا", "probability": 0.8937174479166666}, {"start": 3977.08, "end": 3978.3, "word": " ففعليا", "probability": 0.90400390625}, {"start": 3978.3, "end": 3978.64, "word": " برضه", "probability": 0.9451497395833334}, {"start": 3978.64, "end": 3979.1, "word": " هنعمل", "probability": 0.9173583984375}, {"start": 3979.1, "end": 3979.7, "word": " branch", "probability": 0.76416015625}, {"start": 3979.7, "end": 3979.9, "word": " عند", "probability": 0.953125}, {"start": 3979.9, "end": 3980.26, "word": " النقطة", "probability": 0.9767252604166666}, {"start": 3980.26, "end": 3980.54, "word": " هذه", "probability": 0.7216796875}, {"start": 3980.54, "end": 3981.04, "word": " تاني", "probability": 0.6517740885416666}, {"start": 3981.04, "end": 3981.4, "word": " واضحة", "probability": 0.970458984375}, {"start": 3981.4, "end": 3981.66, "word": " فكرة", "probability": 0.9767252604166666}, {"start": 3981.66, "end": 3981.84, "word": " ال", "probability": 0.95947265625}, {"start": 3981.84, "end": 3982.4, "word": " branching", "probability": 0.807861328125}, {"start": 3982.4, "end": 3982.52, "word": " و", "probability": 0.49560546875}, {"start": 3982.52, "end": 3983.86, "word": " الجزئيات", "probability": 0.86904296875}, {"start": 3983.86, "end": 3984.14, "word": " هذه", "probability": 0.845703125}, {"start": 3984.14, "end": 3984.92, "word": " بيضل", "probability": 0.7244873046875}, {"start": 3984.92, "end": 3985.32, "word": " عندنا", "probability": 0.832275390625}, {"start": 3985.32, "end": 3985.48, "word": " هو", "probability": 0.287353515625}, {"start": 3985.48, "end": 3985.68, "word": " دي", "probability": 0.685546875}, {"start": 3985.68, "end": 3986.62, "word": " حلناها", "probability": 0.95068359375}, {"start": 3986.62, "end": 3987.2, "word": " ال", "probability": 0.912109375}, {"start": 3987.2, "end": 3988.34, "word": " game", "probability": 0.7998046875}, {"start": 3988.34, "end": 3988.9, "word": " اللي", "probability": 0.943359375}, {"start": 3988.9, "end": 3989.04, "word": " في", "probability": 0.92626953125}, {"start": 3989.04, "end": 3989.32, "word": " النص", "probability": 0.950927734375}, {"start": 3989.32, "end": 3989.74, "word": " سيبناها", "probability": 0.748193359375}, {"start": 3989.74, "end": 3989.96, "word": " و", "probability": 0.97607421875}, {"start": 3989.96, "end": 3990.28, "word": " ننهي", "probability": 0.933837890625}, {"start": 3990.28, "end": 3990.6, "word": " فيها", "probability": 0.993896484375}, {"start": 3990.6, "end": 3990.96, "word": " ال", "probability": 0.95166015625}, {"start": 3990.96, "end": 3991.1, "word": " game", "probability": 0.94189453125}, {"start": 3991.1, "end": 3991.3, "word": " هذي", "probability": 0.6039225260416666}, {"start": 3991.3, "end": 3991.68, "word": " ببساطة", "probability": 0.94384765625}, {"start": 3991.68, "end": 3991.96, "word": " جدا", "probability": 0.99658203125}], "temperature": 1.0}, {"id": 167, "seek": 401226, "start": 3992.98, "end": 4012.26, "text": "لو افترضت انه عندي سبع حصوات السبع حاطنهم او سبع اجلول اللي بلعبوا فيهم او اي سبع objects السبع objects هدول اللعبة كانت تالي انه انا بدي ابدأ اللعبة اجسمهم لنصين بحيث انه مايكونش واحد جد التاني", "tokens": [1211, 2407, 1975, 5172, 2655, 43042, 2655, 16472, 3224, 18871, 16254, 8608, 3555, 3615, 11331, 9381, 2407, 9307, 21136, 3555, 3615, 11331, 41193, 1863, 16095, 1975, 2407, 8608, 3555, 3615, 1975, 7435, 1211, 12610, 13672, 1829, 4724, 1211, 3615, 3555, 14407, 8978, 16095, 1975, 2407, 1975, 1829, 8608, 3555, 3615, 6565, 21136, 3555, 3615, 6565, 8032, 3215, 12610, 13672, 3615, 49401, 25961, 2655, 6055, 6027, 1829, 16472, 3224, 1975, 8315, 4724, 16254, 1975, 44510, 10721, 13672, 3615, 49401, 1975, 7435, 38251, 16095, 5296, 1863, 9381, 9957, 4724, 5016, 1829, 12984, 16472, 3224, 19446, 1829, 30544, 8592, 36764, 24401, 10874, 3215, 16712, 7649, 1829], "avg_logprob": -0.154296875716402, "compression_ratio": 1.867403314917127, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3992.98, "end": 3993.24, "word": "لو", "probability": 0.96337890625}, {"start": 3993.24, "end": 3993.6, "word": " افترضت", "probability": 0.93837890625}, {"start": 3993.6, "end": 3993.76, "word": " انه", "probability": 0.7197265625}, {"start": 3993.76, "end": 3994.08, "word": " عندي", "probability": 0.7412109375}, {"start": 3994.08, "end": 3997.38, "word": " سبع", "probability": 0.79736328125}, {"start": 3997.38, "end": 3999.94, "word": " حصوات", "probability": 0.9156494140625}, {"start": 3999.94, "end": 4000.88, "word": " السبع", "probability": 0.7307942708333334}, {"start": 4000.88, "end": 4001.26, "word": " حاطنهم", "probability": 0.71746826171875}, {"start": 4001.26, "end": 4001.5, "word": " او", "probability": 0.772216796875}, {"start": 4001.5, "end": 4002.04, "word": " سبع", "probability": 0.9767252604166666}, {"start": 4002.04, "end": 4002.68, "word": " اجلول", "probability": 0.8702392578125}, {"start": 4002.68, "end": 4002.84, "word": " اللي", "probability": 0.91357421875}, {"start": 4002.84, "end": 4003.16, "word": " بلعبوا", "probability": 0.85966796875}, {"start": 4003.16, "end": 4003.42, "word": " فيهم", "probability": 0.9736328125}, {"start": 4003.42, "end": 4003.62, "word": " او", "probability": 0.8974609375}, {"start": 4003.62, "end": 4003.9, "word": " اي", "probability": 0.86279296875}, {"start": 4003.9, "end": 4004.3, "word": " سبع", "probability": 0.94091796875}, {"start": 4004.3, "end": 4004.92, "word": " objects", "probability": 0.912109375}, {"start": 4004.92, "end": 4005.52, "word": " السبع", "probability": 0.8670247395833334}, {"start": 4005.52, "end": 4005.88, "word": " objects", "probability": 0.97412109375}, {"start": 4005.88, "end": 4006.2, "word": " هدول", "probability": 0.94140625}, {"start": 4006.2, "end": 4006.64, "word": " اللعبة", "probability": 0.9055989583333334}, {"start": 4006.64, "end": 4006.88, "word": " كانت", "probability": 0.95068359375}, {"start": 4006.88, "end": 4007.12, "word": " تالي", "probability": 0.9251302083333334}, {"start": 4007.12, "end": 4007.54, "word": " انه", "probability": 0.724853515625}, {"start": 4007.54, "end": 4007.68, "word": " انا", "probability": 0.83251953125}, {"start": 4007.68, "end": 4007.84, "word": " بدي", "probability": 0.503173828125}, {"start": 4007.84, "end": 4008.02, "word": " ابدأ", "probability": 0.76220703125}, {"start": 4008.02, "end": 4008.36, "word": " اللعبة", "probability": 0.9913736979166666}, {"start": 4008.36, "end": 4009.4, "word": " اجسمهم", "probability": 0.9271240234375}, {"start": 4009.4, "end": 4010.14, "word": " لنصين", "probability": 0.96484375}, {"start": 4010.14, "end": 4010.94, "word": " بحيث", "probability": 0.9791259765625}, {"start": 4010.94, "end": 4011.08, "word": " انه", "probability": 0.92724609375}, {"start": 4011.08, "end": 4011.4, "word": " مايكونش", "probability": 0.866943359375}, {"start": 4011.4, "end": 4011.58, "word": " واحد", "probability": 0.99169921875}, {"start": 4011.58, "end": 4011.82, "word": " جد", "probability": 0.95458984375}, {"start": 4011.82, "end": 4012.26, "word": " التاني", "probability": 0.81201171875}], "temperature": 1.0}, {"id": 168, "seek": 402591, "start": 4013.35, "end": 4025.91, "text": "يصير ال .. ال .. الان الطرف التاني بده يمسك النصين اللي أنا جسمتهم يجسم واحد منهم بحيث انه مايكونش فيه جزئين متساوين اللي بيجسم جزئين متساوين بيخسر", "tokens": [1829, 9381, 13546, 2423, 4386, 2423, 4386, 2423, 7649, 41950, 28480, 16712, 7649, 1829, 47525, 3224, 7251, 2304, 3794, 4117, 28239, 9381, 9957, 13672, 1829, 41850, 10874, 38251, 2655, 16095, 7251, 7435, 38251, 36764, 24401, 9154, 16095, 4724, 5016, 1829, 12984, 16472, 3224, 19446, 1829, 30544, 8592, 8978, 3224, 10874, 11622, 19986, 9957, 44650, 3794, 995, 2407, 9957, 13672, 1829, 4724, 1829, 7435, 38251, 10874, 11622, 19986, 9957, 44650, 3794, 995, 2407, 9957, 4724, 1829, 9778, 3794, 2288], "avg_logprob": -0.13696598365337034, "compression_ratio": 1.8391608391608392, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 4013.35, "end": 4013.93, "word": "يصير", "probability": 0.7320963541666666}, {"start": 4013.93, "end": 4014.17, "word": " ال", "probability": 0.428466796875}, {"start": 4014.17, "end": 4014.17, "word": " ..", "probability": 0.755859375}, {"start": 4014.17, "end": 4014.49, "word": " ال", "probability": 0.8671875}, {"start": 4014.49, "end": 4014.49, "word": " ..", "probability": 0.908203125}, {"start": 4014.49, "end": 4014.87, "word": " الان", "probability": 0.4552001953125}, {"start": 4014.87, "end": 4015.27, "word": " الطرف", "probability": 0.979736328125}, {"start": 4015.27, "end": 4015.83, "word": " التاني", "probability": 0.92431640625}, {"start": 4015.83, "end": 4016.25, "word": " بده", "probability": 0.640869140625}, {"start": 4016.25, "end": 4016.81, "word": " يمسك", "probability": 0.9954833984375}, {"start": 4016.81, "end": 4017.59, "word": " النصين", "probability": 0.9444986979166666}, {"start": 4017.59, "end": 4017.69, "word": " اللي", "probability": 0.923828125}, {"start": 4017.69, "end": 4017.83, "word": " أنا", "probability": 0.6357421875}, {"start": 4017.83, "end": 4018.41, "word": " جسمتهم", "probability": 0.924072265625}, {"start": 4018.41, "end": 4019.17, "word": " يجسم", "probability": 0.9484049479166666}, {"start": 4019.17, "end": 4019.51, "word": " واحد", "probability": 0.988525390625}, {"start": 4019.51, "end": 4019.93, "word": " منهم", "probability": 0.99658203125}, {"start": 4019.93, "end": 4020.43, "word": " بحيث", "probability": 0.87060546875}, {"start": 4020.43, "end": 4020.59, "word": " انه", "probability": 0.854736328125}, {"start": 4020.59, "end": 4021.07, "word": " مايكونش", "probability": 0.865478515625}, {"start": 4021.07, "end": 4021.53, "word": " فيه", "probability": 0.894287109375}, {"start": 4021.53, "end": 4022.37, "word": " جزئين", "probability": 0.972900390625}, {"start": 4022.37, "end": 4023.11, "word": " متساوين", "probability": 0.8978515625}, {"start": 4023.11, "end": 4024.09, "word": " اللي", "probability": 0.7509765625}, {"start": 4024.09, "end": 4024.57, "word": " بيجسم", "probability": 0.982177734375}, {"start": 4024.57, "end": 4024.93, "word": " جزئين", "probability": 0.9920654296875}, {"start": 4024.93, "end": 4025.43, "word": " متساوين", "probability": 0.96533203125}, {"start": 4025.43, "end": 4025.91, "word": " بيخسر", "probability": 0.977734375}], "temperature": 1.0}, {"id": 169, "seek": 405344, "start": 4027.3, "end": 4053.44, "text": "واحدة من الألعاب اللي هيك السريعة مثلا خليني أقول شوية أحجار سبعة أحجار و بدي أجسمهم طبيعي بدي أجسمهم أربعة تلاتة أو ستة واحد أو خمسة اتنين جسمناهم الآن الدور صار للمنافس المنافس بده يمسك يا الخمسة يجسمها يا الأتنين يجسمها طبعا إذا جسم الأتنين خسر، هيخسر، لأن كيف بده يجسمهم؟ متفسويين", "tokens": [14407, 24401, 3660, 9154, 16247, 1211, 3615, 16758, 13672, 1829, 39896, 4117, 21136, 16572, 27884, 50113, 15040, 16490, 1211, 9957, 1829, 5551, 39648, 13412, 2407, 10632, 5551, 5016, 7435, 9640, 8608, 3555, 27884, 5551, 5016, 7435, 9640, 4032, 4724, 16254, 5551, 7435, 38251, 16095, 23032, 21292, 3615, 1829, 4724, 16254, 5551, 7435, 38251, 16095, 5551, 25513, 27884, 6055, 1211, 9307, 3660, 34051, 8608, 2655, 3660, 36764, 24401, 34051, 16490, 2304, 3794, 3660, 1975, 2655, 1863, 9957, 10874, 38251, 8315, 16095, 6024, 48506, 32748, 13063, 20328, 9640, 5296, 19528, 8315, 36178, 9673, 8315, 36178, 47525, 3224, 7251, 2304, 3794, 4117, 35186, 33962, 2304, 3794, 3660, 7251, 7435, 38251, 11296, 35186, 16247, 2655, 1863, 9957, 7251, 7435, 38251, 11296, 23032, 3555, 3615, 995, 11933, 15730, 10874, 38251, 16247, 2655, 1863, 9957, 16490, 3794, 2288, 12399, 39896, 9778, 3794, 2288, 12399, 5296, 33456, 9122, 33911, 47525, 3224, 7251, 7435, 38251, 16095, 22807, 44650, 5172, 3794, 45865, 9957], "avg_logprob": -0.17026209196736736, "compression_ratio": 2.181434599156118, "no_speech_prob": 1.6093254089355469e-06, "words": [{"start": 4027.3, "end": 4027.64, "word": "واحدة", "probability": 0.88671875}, {"start": 4027.64, "end": 4027.74, "word": " من", "probability": 0.99267578125}, {"start": 4027.74, "end": 4028.1, "word": " الألعاب", "probability": 0.85528564453125}, {"start": 4028.1, "end": 4028.24, "word": " اللي", "probability": 0.5909423828125}, {"start": 4028.24, "end": 4028.4, "word": " هيك", "probability": 0.986328125}, {"start": 4028.4, "end": 4028.82, "word": " السريعة", "probability": 0.9713541666666666}, {"start": 4028.82, "end": 4029.1, "word": " مثلا", "probability": 0.97216796875}, {"start": 4029.1, "end": 4029.4, "word": " خليني", "probability": 0.787353515625}, {"start": 4029.4, "end": 4029.58, "word": " أقول", "probability": 0.831298828125}, {"start": 4029.58, "end": 4029.9, "word": " شوية", "probability": 0.8828125}, {"start": 4029.9, "end": 4030.3, "word": " أحجار", "probability": 0.84783935546875}, {"start": 4030.3, "end": 4031.52, "word": " سبعة", "probability": 0.7649739583333334}, {"start": 4031.52, "end": 4031.94, "word": " أحجار", "probability": 0.991455078125}, {"start": 4031.94, "end": 4032.38, "word": " و", "probability": 0.7607421875}, {"start": 4032.38, "end": 4032.54, "word": " بدي", "probability": 0.57769775390625}, {"start": 4032.54, "end": 4033.0, "word": " أجسمهم", "probability": 0.9462890625}, {"start": 4033.0, "end": 4033.44, "word": " طبيعي", "probability": 0.9571533203125}, {"start": 4033.44, "end": 4034.04, "word": " بدي", "probability": 0.85986328125}, {"start": 4034.04, "end": 4034.46, "word": " أجسمهم", "probability": 0.955810546875}, {"start": 4034.46, "end": 4035.04, "word": " أربعة", "probability": 0.9200846354166666}, {"start": 4035.04, "end": 4036.0, "word": " تلاتة", "probability": 0.89599609375}, {"start": 4036.0, "end": 4036.44, "word": " أو", "probability": 0.85791015625}, {"start": 4036.44, "end": 4037.06, "word": " ستة", "probability": 0.982421875}, {"start": 4037.06, "end": 4037.62, "word": " واحد", "probability": 0.95068359375}, {"start": 4037.62, "end": 4038.12, "word": " أو", "probability": 0.88818359375}, {"start": 4038.12, "end": 4039.34, "word": " خمسة", "probability": 0.965576171875}, {"start": 4039.34, "end": 4039.9, "word": " اتنين", "probability": 0.9085693359375}, {"start": 4039.9, "end": 4041.08, "word": " جسمناهم", "probability": 0.9146728515625}, {"start": 4041.08, "end": 4041.58, "word": " الآن", "probability": 0.5867919921875}, {"start": 4041.58, "end": 4041.94, "word": " الدور", "probability": 0.874267578125}, {"start": 4041.94, "end": 4042.38, "word": " صار", "probability": 0.982421875}, {"start": 4042.38, "end": 4044.86, "word": " للمنافس", "probability": 0.82098388671875}, {"start": 4044.86, "end": 4045.34, "word": " المنافس", "probability": 0.865234375}, {"start": 4045.34, "end": 4045.52, "word": " بده", "probability": 0.4798583984375}, {"start": 4045.52, "end": 4045.9, "word": " يمسك", "probability": 0.992431640625}, {"start": 4045.9, "end": 4046.02, "word": " يا", "probability": 0.62255859375}, {"start": 4046.02, "end": 4046.58, "word": " الخمسة", "probability": 0.958984375}, {"start": 4046.58, "end": 4047.16, "word": " يجسمها", "probability": 0.9625244140625}, {"start": 4047.16, "end": 4047.5, "word": " يا", "probability": 0.82177734375}, {"start": 4047.5, "end": 4047.82, "word": " الأتنين", "probability": 0.85076904296875}, {"start": 4047.82, "end": 4048.18, "word": " يجسمها", "probability": 0.9786376953125}, {"start": 4048.18, "end": 4048.38, "word": " طبعا", "probability": 0.979736328125}, {"start": 4048.38, "end": 4048.48, "word": " إذا", "probability": 0.89794921875}, {"start": 4048.48, "end": 4048.78, "word": " جسم", "probability": 0.980712890625}, {"start": 4048.78, "end": 4049.16, "word": " الأتنين", "probability": 0.965087890625}, {"start": 4049.16, "end": 4050.2, "word": " خسر،", "probability": 0.83953857421875}, {"start": 4050.2, "end": 4050.84, "word": " هيخسر،", "probability": 0.804443359375}, {"start": 4050.84, "end": 4051.04, "word": " لأن", "probability": 0.7275390625}, {"start": 4051.04, "end": 4051.42, "word": " كيف", "probability": 0.5941162109375}, {"start": 4051.42, "end": 4051.54, "word": " بده", "probability": 0.775634765625}, {"start": 4051.54, "end": 4052.18, "word": " يجسمهم؟", "probability": 0.912890625}, {"start": 4052.18, "end": 4053.44, "word": " متفسويين", "probability": 0.737841796875}], "temperature": 1.0}, {"id": 170, "seek": 407927, "start": 4054.17, "end": 4079.27, "text": "أما الخمسة لعب يجسمهم تلاتة اتنين او اربعة واحد بالضبط هيك اللعبة انت بتضطر اللاعب انه يجسم لنصين متساوين بيخسر طيب نشوف نكمل اللعبة زي هذه هل بنقدر نحلها باستخدام ال games theory اللي احنا اشتغلنا عليها او لأ هاي بدأنا بسبعة و هنبدأ من من يعني", "tokens": [10721, 15042, 33962, 2304, 3794, 3660, 5296, 3615, 3555, 7251, 7435, 38251, 16095, 6055, 1211, 9307, 3660, 1975, 2655, 1863, 9957, 1975, 2407, 1975, 25513, 27884, 36764, 24401, 20666, 11242, 3555, 9566, 39896, 4117, 13672, 3615, 49401, 16472, 2655, 39894, 11242, 9566, 2288, 13672, 45761, 3555, 16472, 3224, 7251, 7435, 38251, 5296, 1863, 9381, 9957, 44650, 3794, 995, 2407, 9957, 4724, 1829, 9778, 3794, 2288, 23032, 1829, 3555, 8717, 8592, 38688, 8717, 24793, 1211, 13672, 3615, 49401, 30767, 1829, 29538, 8032, 1211, 44945, 28543, 2288, 8717, 5016, 1211, 11296, 4724, 995, 14851, 9778, 3215, 10943, 2423, 2813, 5261, 13672, 1829, 1975, 5016, 8315, 1975, 8592, 2655, 17082, 1211, 8315, 25894, 11296, 1975, 2407, 5296, 10721, 8032, 47302, 47525, 10721, 8315, 4724, 35457, 27884, 4032, 8032, 1863, 44510, 10721, 9154, 9154, 37495, 22653], "avg_logprob": -0.1808035727730371, "compression_ratio": 1.7520325203252032, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 4054.17, "end": 4054.49, "word": "أما", "probability": 0.96142578125}, {"start": 4054.49, "end": 4054.87, "word": " الخمسة", "probability": 0.700439453125}, {"start": 4054.87, "end": 4054.95, "word": " لعب", "probability": 0.8797200520833334}, {"start": 4054.95, "end": 4055.63, "word": " يجسمهم", "probability": 0.841552734375}, {"start": 4055.63, "end": 4056.41, "word": " تلاتة", "probability": 0.835205078125}, {"start": 4056.41, "end": 4056.77, "word": " اتنين", "probability": 0.940673828125}, {"start": 4056.77, "end": 4056.99, "word": " او", "probability": 0.72900390625}, {"start": 4056.99, "end": 4057.21, "word": " اربعة", "probability": 0.8684895833333334}, {"start": 4057.21, "end": 4057.67, "word": " واحد", "probability": 0.962890625}, {"start": 4057.67, "end": 4058.73, "word": " بالضبط", "probability": 0.81207275390625}, {"start": 4058.73, "end": 4058.95, "word": " هيك", "probability": 0.8798828125}, {"start": 4058.95, "end": 4059.25, "word": " اللعبة", "probability": 0.9611002604166666}, {"start": 4059.25, "end": 4060.03, "word": " انت", "probability": 0.40570068359375}, {"start": 4060.03, "end": 4060.75, "word": " بتضطر", "probability": 0.86181640625}, {"start": 4060.75, "end": 4061.59, "word": " اللاعب", "probability": 0.9124348958333334}, {"start": 4061.59, "end": 4061.79, "word": " انه", "probability": 0.64990234375}, {"start": 4061.79, "end": 4062.27, "word": " يجسم", "probability": 0.98486328125}, {"start": 4062.27, "end": 4063.49, "word": " لنصين", "probability": 0.939697265625}, {"start": 4063.49, "end": 4064.37, "word": " متساوين", "probability": 0.88994140625}, {"start": 4064.37, "end": 4065.31, "word": " بيخسر", "probability": 0.91123046875}, {"start": 4065.31, "end": 4065.93, "word": " طيب", "probability": 0.8741861979166666}, {"start": 4065.93, "end": 4066.31, "word": " نشوف", "probability": 0.9381510416666666}, {"start": 4066.31, "end": 4066.77, "word": " نكمل", "probability": 0.8377278645833334}, {"start": 4066.77, "end": 4067.03, "word": " اللعبة", "probability": 0.98681640625}, {"start": 4067.03, "end": 4067.21, "word": " زي", "probability": 0.91455078125}, {"start": 4067.21, "end": 4067.43, "word": " هذه", "probability": 0.486083984375}, {"start": 4067.43, "end": 4067.81, "word": " هل", "probability": 0.928955078125}, {"start": 4067.81, "end": 4068.15, "word": " بنقدر", "probability": 0.7980143229166666}, {"start": 4068.15, "end": 4068.49, "word": " نحلها", "probability": 0.98291015625}, {"start": 4068.49, "end": 4069.03, "word": " باستخدام", "probability": 0.97509765625}, {"start": 4069.03, "end": 4069.25, "word": " ال", "probability": 0.69189453125}, {"start": 4069.25, "end": 4069.87, "word": " games", "probability": 0.84814453125}, {"start": 4069.87, "end": 4070.77, "word": " theory", "probability": 0.45556640625}, {"start": 4070.77, "end": 4070.89, "word": " اللي", "probability": 0.908203125}, {"start": 4070.89, "end": 4071.03, "word": " احنا", "probability": 0.9319661458333334}, {"start": 4071.03, "end": 4071.41, "word": " اشتغلنا", "probability": 0.908935546875}, {"start": 4071.41, "end": 4071.65, "word": " عليها", "probability": 0.982421875}, {"start": 4071.65, "end": 4071.81, "word": " او", "probability": 0.8544921875}, {"start": 4071.81, "end": 4072.91, "word": " لأ", "probability": 0.75}, {"start": 4072.91, "end": 4075.65, "word": " هاي", "probability": 0.3564453125}, {"start": 4075.65, "end": 4076.01, "word": " بدأنا", "probability": 0.9064127604166666}, {"start": 4076.01, "end": 4076.45, "word": " بسبعة", "probability": 0.7735188802083334}, {"start": 4076.45, "end": 4076.87, "word": " و", "probability": 0.90380859375}, {"start": 4076.87, "end": 4077.31, "word": " هنبدأ", "probability": 0.9278564453125}, {"start": 4077.31, "end": 4077.57, "word": " من", "probability": 0.970703125}, {"start": 4077.57, "end": 4078.11, "word": " من", "probability": 0.72216796875}, {"start": 4078.11, "end": 4079.27, "word": " يعني", "probability": 0.921142578125}], "temperature": 1.0}, {"id": 171, "seek": 409852, "start": 4080.88, "end": 4098.52, "text": "الخصم هو اللي هيبدأ اللعبة، الخصم هيبدأ اللعبة، فيه إمكاني أنه يلعب زي ما قلنا 6-1 أو 5-2 أو 4-3، لو لعب 6-1 اللعبة يوصل 2، ال 1 طبعا ماتتجسمش، ال 6 ممكن أجسمها 5-1 أو 4-2، 3-3 مانفعش", "tokens": [6027, 9778, 9381, 2304, 31439, 13672, 1829, 39896, 44510, 10721, 13672, 3615, 49401, 12399, 33962, 9381, 2304, 39896, 44510, 10721, 13672, 3615, 49401, 12399, 8978, 3224, 11933, 2304, 41361, 1829, 14739, 3224, 7251, 1211, 3615, 3555, 30767, 1829, 19446, 12174, 1211, 8315, 1386, 12, 16, 34051, 1025, 12, 17, 34051, 1017, 12, 18, 12399, 45164, 5296, 3615, 3555, 1386, 12, 16, 13672, 3615, 49401, 7251, 2407, 36520, 568, 12399, 2423, 502, 23032, 3555, 3615, 995, 3714, 9307, 2655, 7435, 38251, 8592, 12399, 2423, 1386, 3714, 43020, 5551, 7435, 38251, 11296, 1025, 12, 16, 34051, 1017, 12, 17, 12399, 805, 12, 18, 3714, 7649, 5172, 3615, 8592], "avg_logprob": -0.16486565977613502, "compression_ratio": 1.7882352941176471, "no_speech_prob": 7.152557373046875e-07, "words": [{"start": 4080.88, "end": 4081.4, "word": "الخصم", "probability": 0.8592529296875}, {"start": 4081.4, "end": 4081.54, "word": " هو", "probability": 0.89111328125}, {"start": 4081.54, "end": 4081.68, "word": " اللي", "probability": 0.93359375}, {"start": 4081.68, "end": 4081.96, "word": " هيبدأ", "probability": 0.8134765625}, {"start": 4081.96, "end": 4082.64, "word": " اللعبة،", "probability": 0.8035888671875}, {"start": 4082.64, "end": 4083.02, "word": " الخصم", "probability": 0.8564453125}, {"start": 4083.02, "end": 4083.32, "word": " هيبدأ", "probability": 0.9156901041666666}, {"start": 4083.32, "end": 4083.9, "word": " اللعبة،", "probability": 0.8909912109375}, {"start": 4083.9, "end": 4084.08, "word": " فيه", "probability": 0.762939453125}, {"start": 4084.08, "end": 4084.36, "word": " إمكاني", "probability": 0.8280029296875}, {"start": 4084.36, "end": 4084.54, "word": " أنه", "probability": 0.744140625}, {"start": 4084.54, "end": 4084.72, "word": " يلعب", "probability": 0.98583984375}, {"start": 4084.72, "end": 4084.8, "word": " زي", "probability": 0.7685546875}, {"start": 4084.8, "end": 4084.86, "word": " ما", "probability": 0.96630859375}, {"start": 4084.86, "end": 4085.0, "word": " قلنا", "probability": 0.9060872395833334}, {"start": 4085.0, "end": 4085.22, "word": " 6", "probability": 0.556640625}, {"start": 4085.22, "end": 4085.52, "word": "-1", "probability": 0.758544921875}, {"start": 4085.52, "end": 4086.08, "word": " أو", "probability": 0.8251953125}, {"start": 4086.08, "end": 4086.38, "word": " 5", "probability": 0.9345703125}, {"start": 4086.38, "end": 4086.76, "word": "-2", "probability": 0.9892578125}, {"start": 4086.76, "end": 4087.3, "word": " أو", "probability": 0.8876953125}, {"start": 4087.3, "end": 4087.9, "word": " 4", "probability": 0.990234375}, {"start": 4087.9, "end": 4088.66, "word": "-3،", "probability": 0.8673502604166666}, {"start": 4088.66, "end": 4089.64, "word": " لو", "probability": 0.98095703125}, {"start": 4089.64, "end": 4091.0, "word": " لعب", "probability": 0.9342447916666666}, {"start": 4091.0, "end": 4091.22, "word": " 6", "probability": 0.98046875}, {"start": 4091.22, "end": 4091.66, "word": "-1", "probability": 0.9853515625}, {"start": 4091.66, "end": 4092.44, "word": " اللعبة", "probability": 0.9222005208333334}, {"start": 4092.44, "end": 4092.72, "word": " يوصل", "probability": 0.8870442708333334}, {"start": 4092.72, "end": 4093.44, "word": " 2،", "probability": 0.6568603515625}, {"start": 4093.44, "end": 4093.68, "word": " ال", "probability": 0.8369140625}, {"start": 4093.68, "end": 4093.84, "word": " 1", "probability": 0.433837890625}, {"start": 4093.84, "end": 4094.06, "word": " طبعا", "probability": 0.9722900390625}, {"start": 4094.06, "end": 4095.28, "word": " ماتتجسمش،", "probability": 0.8294154575892857}, {"start": 4095.28, "end": 4095.48, "word": " ال", "probability": 0.86865234375}, {"start": 4095.48, "end": 4095.7, "word": " 6", "probability": 0.92724609375}, {"start": 4095.7, "end": 4095.92, "word": " ممكن", "probability": 0.97412109375}, {"start": 4095.92, "end": 4096.22, "word": " أجسمها", "probability": 0.7547607421875}, {"start": 4096.22, "end": 4096.4, "word": " 5", "probability": 0.986328125}, {"start": 4096.4, "end": 4096.72, "word": "-1", "probability": 0.9853515625}, {"start": 4096.72, "end": 4096.88, "word": " أو", "probability": 0.85595703125}, {"start": 4096.88, "end": 4097.06, "word": " 4", "probability": 0.9912109375}, {"start": 4097.06, "end": 4097.62, "word": "-2،", "probability": 0.98095703125}, {"start": 4097.62, "end": 4097.72, "word": " 3", "probability": 0.8623046875}, {"start": 4097.72, "end": 4098.0, "word": "-3", "probability": 0.962646484375}, {"start": 4098.0, "end": 4098.52, "word": " مانفعش", "probability": 0.85361328125}], "temperature": 1.0}, {"id": 172, "seek": 412721, "start": 4100.37, "end": 4127.21, "text": "بخسر، بخسر، فمافيش داعي أني ألعب تلاتة تلاتة، كويس الخمسة و اتنين، الأتنين نهائيا ماقدرش ألعب فيها، خلاص هذه أربعة و واحد، هاي الأربعة و الواحد و هاي الأتنين دلت زي ما هي أو خمسة و تلاتة، او خمسة و اتنين عفوا أن اتنين و تلاتة اللي هي الخمسة عبارة عن اتنين و تلاتة، تمام، الآن الأربعة و تلاتة، في إمكانية أنه أجسم الأربعة، بس مش اتنين و اتنين، تلاتة و واحد، بالضبط، تلاتة و واحد فهيها", "tokens": [3555, 9778, 3794, 2288, 12399, 4724, 9778, 3794, 2288, 12399, 6156, 15042, 41185, 8592, 11778, 45761, 1829, 14739, 1829, 5551, 1211, 3615, 3555, 6055, 1211, 9307, 3660, 6055, 1211, 9307, 3660, 12399, 9122, 45865, 3794, 33962, 2304, 3794, 3660, 4032, 1975, 2655, 1863, 9957, 12399, 16247, 2655, 1863, 9957, 8717, 3224, 16373, 25528, 19446, 28543, 2288, 8592, 5551, 1211, 3615, 3555, 8978, 11296, 12399, 16490, 1211, 33546, 29538, 5551, 25513, 27884, 4032, 36764, 24401, 12399, 8032, 47302, 16247, 25513, 27884, 4032, 2423, 14407, 24401, 4032, 8032, 47302, 16247, 2655, 1863, 9957, 11778, 1211, 2655, 30767, 1829, 19446, 39896, 34051, 16490, 2304, 3794, 3660, 4032, 6055, 1211, 9307, 3660, 12399, 1975, 2407, 16490, 2304, 3794, 3660, 4032, 1975, 2655, 1863, 9957, 6225, 5172, 14407, 14739, 1975, 2655, 1863, 9957, 4032, 6055, 1211, 9307, 3660, 13672, 1829, 39896, 33962, 2304, 3794, 3660, 6225, 3555, 9640, 3660, 18871, 1975, 2655, 1863, 9957, 4032, 6055, 1211, 9307, 3660, 12399, 46811, 10943, 12399, 6024, 48506, 16247, 25513, 27884, 4032, 6055, 1211, 9307, 3660, 12399, 8978, 11933, 2304, 41361, 10632, 14739, 3224, 5551, 7435, 38251, 16247, 25513, 27884, 12399, 4724, 3794, 37893, 1975, 2655, 1863, 9957, 4032, 1975, 2655, 1863, 9957, 12399, 6055, 1211, 9307, 3660, 4032, 36764, 24401, 12399, 20666, 11242, 3555, 9566, 12399, 6055, 1211, 9307, 3660, 4032, 36764, 24401, 6156, 3224, 1829, 11296], "avg_logprob": -0.140130097779753, "compression_ratio": 2.593984962406015, "no_speech_prob": 6.258487701416016e-06, "words": [{"start": 4100.370000000001, "end": 4100.85, "word": "بخسر،", "probability": 0.81259765625}, {"start": 4100.85, "end": 4101.29, "word": " بخسر،", "probability": 0.9265625}, {"start": 4101.29, "end": 4101.57, "word": " فمافيش", "probability": 0.87841796875}, {"start": 4101.57, "end": 4101.71, "word": " داعي", "probability": 0.8492838541666666}, {"start": 4101.71, "end": 4101.81, "word": " أني", "probability": 0.60546875}, {"start": 4101.81, "end": 4101.97, "word": " ألعب", "probability": 0.974365234375}, {"start": 4101.97, "end": 4102.21, "word": " تلاتة", "probability": 0.9122314453125}, {"start": 4102.21, "end": 4102.81, "word": " تلاتة،", "probability": 0.86787109375}, {"start": 4102.81, "end": 4103.13, "word": " كويس", "probability": 0.9855143229166666}, {"start": 4103.13, "end": 4103.85, "word": " الخمسة", "probability": 0.70379638671875}, {"start": 4103.85, "end": 4103.91, "word": " و", "probability": 0.90625}, {"start": 4103.91, "end": 4104.35, "word": " اتنين،", "probability": 0.821728515625}, {"start": 4104.35, "end": 4104.67, "word": " الأتنين", "probability": 0.81207275390625}, {"start": 4104.67, "end": 4105.65, "word": " نهائيا", "probability": 0.8392333984375}, {"start": 4105.65, "end": 4106.01, "word": " ماقدرش", "probability": 0.92822265625}, {"start": 4106.01, "end": 4106.19, "word": " ألعب", "probability": 0.9783935546875}, {"start": 4106.19, "end": 4106.41, "word": " فيها،", "probability": 0.9039713541666666}, {"start": 4106.41, "end": 4106.67, "word": " خلاص", "probability": 0.9842122395833334}, {"start": 4106.67, "end": 4107.11, "word": " هذه", "probability": 0.4462890625}, {"start": 4107.11, "end": 4107.45, "word": " أربعة", "probability": 0.9143880208333334}, {"start": 4107.45, "end": 4107.53, "word": " و", "probability": 0.82958984375}, {"start": 4107.53, "end": 4108.11, "word": " واحد،", "probability": 0.94482421875}, {"start": 4108.11, "end": 4108.19, "word": " هاي", "probability": 0.4537353515625}, {"start": 4108.19, "end": 4108.55, "word": " الأربعة", "probability": 0.974609375}, {"start": 4108.55, "end": 4108.65, "word": " و", "probability": 0.94970703125}, {"start": 4108.65, "end": 4109.01, "word": " الواحد", "probability": 0.89990234375}, {"start": 4109.01, "end": 4109.11, "word": " و", "probability": 0.465576171875}, {"start": 4109.11, "end": 4109.19, "word": " هاي", "probability": 0.8876953125}, {"start": 4109.19, "end": 4109.39, "word": " الأتنين", "probability": 0.957763671875}, {"start": 4109.39, "end": 4109.67, "word": " دلت", "probability": 0.69189453125}, {"start": 4109.67, "end": 4109.81, "word": " زي", "probability": 0.9462890625}, {"start": 4109.81, "end": 4109.87, "word": " ما", "probability": 0.93408203125}, {"start": 4109.87, "end": 4110.05, "word": " هي", "probability": 0.82958984375}, {"start": 4110.05, "end": 4110.73, "word": " أو", "probability": 0.71875}, {"start": 4110.73, "end": 4111.57, "word": " خمسة", "probability": 0.9608154296875}, {"start": 4111.57, "end": 4111.65, "word": " و", "probability": 0.994140625}, {"start": 4111.65, "end": 4112.11, "word": " تلاتة،", "probability": 0.9521484375}, {"start": 4112.11, "end": 4112.15, "word": " او", "probability": 0.5062255859375}, {"start": 4112.15, "end": 4112.37, "word": " خمسة", "probability": 0.9825439453125}, {"start": 4112.37, "end": 4112.45, "word": " و", "probability": 0.994140625}, {"start": 4112.45, "end": 4113.23, "word": " اتنين", "probability": 0.951416015625}, {"start": 4113.23, "end": 4115.13, "word": " عفوا", "probability": 0.7978515625}, {"start": 4115.13, "end": 4115.21, "word": " أن", "probability": 0.40234375}, {"start": 4115.21, "end": 4115.45, "word": " اتنين", "probability": 0.8994140625}, {"start": 4115.45, "end": 4115.53, "word": " و", "probability": 0.98583984375}, {"start": 4115.53, "end": 4115.77, "word": " تلاتة", "probability": 0.9805908203125}, {"start": 4115.77, "end": 4115.85, "word": " اللي", "probability": 0.918701171875}, {"start": 4115.85, "end": 4115.93, "word": " هي", "probability": 0.8564453125}, {"start": 4115.93, "end": 4116.35, "word": " الخمسة", "probability": 0.982666015625}, {"start": 4116.35, "end": 4116.65, "word": " عبارة", "probability": 0.9617919921875}, {"start": 4116.65, "end": 4116.75, "word": " عن", "probability": 0.98046875}, {"start": 4116.75, "end": 4116.85, "word": " اتنين", "probability": 0.9501953125}, {"start": 4116.85, "end": 4116.91, "word": " و", "probability": 0.99462890625}, {"start": 4116.91, "end": 4117.21, "word": " تلاتة،", "probability": 0.962109375}, {"start": 4117.21, "end": 4117.89, "word": " تمام،", "probability": 0.8548177083333334}, {"start": 4117.89, "end": 4118.25, "word": " الآن", "probability": 0.78125}, {"start": 4118.25, "end": 4119.75, "word": " الأربعة", "probability": 0.9632161458333334}, {"start": 4119.75, "end": 4119.85, "word": " و", "probability": 0.98974609375}, {"start": 4119.85, "end": 4120.65, "word": " تلاتة،", "probability": 0.863818359375}, {"start": 4120.65, "end": 4120.75, "word": " في", "probability": 0.88720703125}, {"start": 4120.75, "end": 4121.31, "word": " إمكانية", "probability": 0.875}, {"start": 4121.31, "end": 4121.55, "word": " أنه", "probability": 0.816162109375}, {"start": 4121.55, "end": 4121.91, "word": " أجسم", "probability": 0.89208984375}, {"start": 4121.91, "end": 4122.73, "word": " الأربعة،", "probability": 0.9217529296875}, {"start": 4122.73, "end": 4122.81, "word": " بس", "probability": 0.984619140625}, {"start": 4122.81, "end": 4122.95, "word": " مش", "probability": 0.9736328125}, {"start": 4122.95, "end": 4123.17, "word": " اتنين", "probability": 0.9442138671875}, {"start": 4123.17, "end": 4123.25, "word": " و", "probability": 0.99609375}, {"start": 4123.25, "end": 4124.73, "word": " اتنين،", "probability": 0.8634765625}, {"start": 4124.73, "end": 4125.01, "word": " تلاتة", "probability": 0.9886474609375}, {"start": 4125.01, "end": 4125.11, "word": " و", "probability": 0.984375}, {"start": 4125.11, "end": 4125.71, "word": " واحد،", "probability": 0.9339192708333334}, {"start": 4125.71, "end": 4126.21, "word": " بالضبط،", "probability": 0.817578125}, {"start": 4126.21, "end": 4126.53, "word": " تلاتة", "probability": 0.992431640625}, {"start": 4126.53, "end": 4126.59, "word": " و", "probability": 0.990234375}, {"start": 4126.59, "end": 4126.79, "word": " واحد", "probability": 0.986083984375}, {"start": 4126.79, "end": 4127.21, "word": " فهيها", "probability": 0.96044921875}], "temperature": 1.0}, {"id": 173, "seek": 415277, "start": 4128.61, "end": 4152.77, "text": "والتلاتة في مجال يجسمها 2 و 1 هي 2 و 1 اوكي استنفظنا كل طرق التقسيم حتى الآن رجعناها لمين لمن؟ من هيجي يجسم عنده الخمسة في مجال يجسمها 4 و 1 او 3 او 2 هي 4 و 1 او 3 او 2 اوكي خلص هذه التقسيمات الممكنة بعد ذلك هيخسر", "tokens": [2407, 6027, 2655, 1211, 9307, 3660, 8978, 3714, 7435, 6027, 7251, 7435, 38251, 11296, 568, 4032, 502, 39896, 568, 4032, 502, 1975, 2407, 4117, 1829, 44713, 1863, 5172, 19913, 8315, 28242, 23032, 2288, 4587, 16712, 4587, 3794, 32640, 11331, 49975, 6024, 48506, 12602, 7435, 3615, 8315, 11296, 32767, 9957, 5296, 27842, 22807, 9154, 39896, 7435, 1829, 7251, 7435, 38251, 43242, 3224, 33962, 2304, 3794, 3660, 8978, 3714, 7435, 6027, 7251, 7435, 38251, 11296, 1017, 4032, 502, 1975, 2407, 805, 1975, 2407, 568, 39896, 1017, 4032, 502, 1975, 2407, 805, 1975, 2407, 568, 1975, 2407, 4117, 1829, 16490, 1211, 9381, 29538, 16712, 4587, 3794, 32640, 9307, 9673, 43020, 3660, 39182, 29910, 23275, 39896, 9778, 3794, 2288], "avg_logprob": -0.17995690091930586, "compression_ratio": 1.9518716577540107, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 4128.610000000001, "end": 4129.31, "word": "والتلاتة", "probability": 0.8477376302083334}, {"start": 4129.31, "end": 4129.61, "word": " في", "probability": 0.93701171875}, {"start": 4129.61, "end": 4129.97, "word": " مجال", "probability": 0.9900716145833334}, {"start": 4129.97, "end": 4130.43, "word": " يجسمها", "probability": 0.920166015625}, {"start": 4130.43, "end": 4130.77, "word": " 2", "probability": 0.7470703125}, {"start": 4130.77, "end": 4130.97, "word": " و", "probability": 0.74755859375}, {"start": 4130.97, "end": 4131.27, "word": " 1", "probability": 0.6005859375}, {"start": 4131.27, "end": 4131.65, "word": " هي", "probability": 0.1500244140625}, {"start": 4131.65, "end": 4131.87, "word": " 2", "probability": 0.94384765625}, {"start": 4131.87, "end": 4132.01, "word": " و", "probability": 0.9599609375}, {"start": 4132.01, "end": 4132.27, "word": " 1", "probability": 0.8955078125}, {"start": 4132.27, "end": 4133.31, "word": " اوكي", "probability": 0.58233642578125}, {"start": 4133.31, "end": 4133.99, "word": " استنفظنا", "probability": 0.839990234375}, {"start": 4133.99, "end": 4134.31, "word": " كل", "probability": 0.91552734375}, {"start": 4134.31, "end": 4135.97, "word": " طرق", "probability": 0.7978515625}, {"start": 4135.97, "end": 4136.49, "word": " التقسيم", "probability": 0.9022216796875}, {"start": 4136.49, "end": 4137.05, "word": " حتى", "probability": 0.9208984375}, {"start": 4137.05, "end": 4137.25, "word": " الآن", "probability": 0.7451171875}, {"start": 4137.25, "end": 4137.97, "word": " رجعناها", "probability": 0.969140625}, {"start": 4137.97, "end": 4138.37, "word": " لمين", "probability": 0.817138671875}, {"start": 4138.37, "end": 4140.19, "word": " لمن؟", "probability": 0.5944010416666666}, {"start": 4140.19, "end": 4140.75, "word": " من", "probability": 0.84912109375}, {"start": 4140.75, "end": 4141.13, "word": " هيجي", "probability": 0.8427734375}, {"start": 4141.13, "end": 4141.53, "word": " يجسم", "probability": 0.97314453125}, {"start": 4141.53, "end": 4142.39, "word": " عنده", "probability": 0.968017578125}, {"start": 4142.39, "end": 4142.93, "word": " الخمسة", "probability": 0.9107666015625}, {"start": 4142.93, "end": 4143.21, "word": " في", "probability": 0.97509765625}, {"start": 4143.21, "end": 4143.47, "word": " مجال", "probability": 0.99658203125}, {"start": 4143.47, "end": 4143.91, "word": " يجسمها", "probability": 0.9847412109375}, {"start": 4143.91, "end": 4144.13, "word": " 4", "probability": 0.75439453125}, {"start": 4144.13, "end": 4144.27, "word": " و", "probability": 0.56591796875}, {"start": 4144.27, "end": 4144.51, "word": " 1", "probability": 0.9091796875}, {"start": 4144.51, "end": 4144.79, "word": " او", "probability": 0.863525390625}, {"start": 4144.79, "end": 4145.57, "word": " 3", "probability": 0.9228515625}, {"start": 4145.57, "end": 4145.79, "word": " او", "probability": 0.546875}, {"start": 4145.79, "end": 4145.95, "word": " 2", "probability": 0.919921875}, {"start": 4145.95, "end": 4146.47, "word": " هي", "probability": 0.435791015625}, {"start": 4146.47, "end": 4146.73, "word": " 4", "probability": 0.93505859375}, {"start": 4146.73, "end": 4146.89, "word": " و", "probability": 0.705078125}, {"start": 4146.89, "end": 4147.15, "word": " 1", "probability": 0.8935546875}, {"start": 4147.15, "end": 4147.37, "word": " او", "probability": 0.98193359375}, {"start": 4147.37, "end": 4147.71, "word": " 3", "probability": 0.97119140625}, {"start": 4147.71, "end": 4147.93, "word": " او", "probability": 0.96728515625}, {"start": 4147.93, "end": 4148.09, "word": " 2", "probability": 0.9482421875}, {"start": 4148.09, "end": 4149.43, "word": " اوكي", "probability": 0.9366455078125}, {"start": 4149.43, "end": 4149.93, "word": " خلص", "probability": 0.9918619791666666}, {"start": 4149.93, "end": 4150.07, "word": " هذه", "probability": 0.414306640625}, {"start": 4150.07, "end": 4150.53, "word": " التقسيمات", "probability": 0.90166015625}, {"start": 4150.53, "end": 4151.49, "word": " الممكنة", "probability": 0.9864908854166666}, {"start": 4151.49, "end": 4151.83, "word": " بعد", "probability": 0.6474609375}, {"start": 4151.83, "end": 4152.25, "word": " ذلك", "probability": 0.994140625}, {"start": 4152.25, "end": 4152.77, "word": " هيخسر", "probability": 0.971435546875}], "temperature": 1.0}, {"id": 174, "seek": 418251, "start": 4153.91, "end": 4182.51, "text": "عنده .. عنده ال .. الاتنين هذا مستحيل يلعب فيها خلاص لأنه هيخسر إذا بده يجسمها هنا تلاتة و واحد بس فقط تلاتة و واحد فهي الواحد و اتنين وهي جسم تلاتة و واحد okay هذه بس التلاتة اللي بتنقسم اتنين و واحد لا الاتنين هذا بتنفع ولا الاتنين هذا بتنفع كويس هنا التلاتات يا التلاتة هذه يا التلاتة هذه بدنا نقسم اتنين و واحد فبدنا نصل لهذا ال term كويس مبدئيا إجت عند", "tokens": [3615, 41260, 3224, 4386, 43242, 3224, 2423, 4386, 2423, 9307, 1863, 9957, 23758, 3714, 14851, 5016, 26895, 7251, 1211, 3615, 3555, 8978, 11296, 16490, 1211, 33546, 5296, 33456, 3224, 39896, 9778, 3794, 2288, 11933, 15730, 47525, 3224, 7251, 7435, 38251, 11296, 34105, 6055, 1211, 9307, 3660, 4032, 36764, 24401, 4724, 3794, 6156, 47432, 6055, 1211, 9307, 3660, 4032, 36764, 24401, 6156, 3224, 1829, 2423, 14407, 24401, 4032, 1975, 2655, 1863, 9957, 37037, 1829, 10874, 38251, 6055, 1211, 9307, 3660, 4032, 36764, 24401, 1392, 29538, 4724, 3794, 16712, 1211, 9307, 3660, 13672, 1829, 39894, 1863, 4587, 38251, 1975, 2655, 1863, 9957, 4032, 36764, 24401, 20193, 2423, 9307, 1863, 9957, 23758, 39894, 1863, 5172, 3615, 49429, 2423, 9307, 1863, 9957, 23758, 39894, 1863, 5172, 3615, 9122, 45865, 3794, 34105, 16712, 1211, 9307, 9307, 35186, 16712, 1211, 9307, 3660, 29538, 35186, 16712, 1211, 9307, 3660, 29538, 47525, 8315, 8717, 4587, 38251, 1975, 2655, 1863, 9957, 4032, 36764, 24401, 6156, 44510, 8315, 8717, 36520, 46740, 15730, 2423, 1433, 9122, 45865, 3794, 3714, 44510, 19986, 25528, 11933, 7435, 2655, 43242], "avg_logprob": -0.1369850794700059, "compression_ratio": 2.516, "no_speech_prob": 7.152557373046875e-07, "words": [{"start": 4153.91, "end": 4154.49, "word": "عنده", "probability": 0.86474609375}, {"start": 4154.49, "end": 4154.49, "word": " ..", "probability": 0.376708984375}, {"start": 4154.49, "end": 4155.01, "word": " عنده", "probability": 0.80908203125}, {"start": 4155.01, "end": 4155.31, "word": " ال", "probability": 0.87841796875}, {"start": 4155.31, "end": 4155.31, "word": " ..", "probability": 0.5791015625}, {"start": 4155.31, "end": 4155.67, "word": " الاتنين", "probability": 0.8392333984375}, {"start": 4155.67, "end": 4155.81, "word": " هذا", "probability": 0.31884765625}, {"start": 4155.81, "end": 4156.19, "word": " مستحيل", "probability": 0.9761962890625}, {"start": 4156.19, "end": 4156.43, "word": " يلعب", "probability": 0.978759765625}, {"start": 4156.43, "end": 4156.57, "word": " فيها", "probability": 0.91845703125}, {"start": 4156.57, "end": 4156.83, "word": " خلاص", "probability": 0.9847005208333334}, {"start": 4156.83, "end": 4157.13, "word": " لأنه", "probability": 0.7986653645833334}, {"start": 4157.13, "end": 4157.49, "word": " هيخسر", "probability": 0.963623046875}, {"start": 4157.49, "end": 4157.59, "word": " إذا", "probability": 0.911376953125}, {"start": 4157.59, "end": 4157.73, "word": " بده", "probability": 0.713623046875}, {"start": 4157.73, "end": 4158.15, "word": " يجسمها", "probability": 0.984619140625}, {"start": 4158.15, "end": 4158.57, "word": " هنا", "probability": 0.90087890625}, {"start": 4158.57, "end": 4159.03, "word": " تلاتة", "probability": 0.8841552734375}, {"start": 4159.03, "end": 4159.15, "word": " و", "probability": 0.89990234375}, {"start": 4159.15, "end": 4159.35, "word": " واحد", "probability": 0.955810546875}, {"start": 4159.35, "end": 4159.75, "word": " بس", "probability": 0.84423828125}, {"start": 4159.75, "end": 4160.77, "word": " فقط", "probability": 0.964111328125}, {"start": 4160.77, "end": 4161.03, "word": " تلاتة", "probability": 0.9820556640625}, {"start": 4161.03, "end": 4161.15, "word": " و", "probability": 0.96484375}, {"start": 4161.15, "end": 4161.29, "word": " واحد", "probability": 0.979736328125}, {"start": 4161.29, "end": 4161.57, "word": " فهي", "probability": 0.9182942708333334}, {"start": 4161.57, "end": 4162.01, "word": " الواحد", "probability": 0.93408203125}, {"start": 4162.01, "end": 4162.41, "word": " و", "probability": 0.96142578125}, {"start": 4162.41, "end": 4162.79, "word": " اتنين", "probability": 0.909912109375}, {"start": 4162.79, "end": 4163.19, "word": " وهي", "probability": 0.813232421875}, {"start": 4163.19, "end": 4163.59, "word": " جسم", "probability": 0.95458984375}, {"start": 4163.59, "end": 4163.93, "word": " تلاتة", "probability": 0.9669189453125}, {"start": 4163.93, "end": 4164.03, "word": " و", "probability": 0.99072265625}, {"start": 4164.03, "end": 4164.35, "word": " واحد", "probability": 0.968505859375}, {"start": 4164.35, "end": 4165.19, "word": " okay", "probability": 0.67431640625}, {"start": 4165.19, "end": 4165.87, "word": " هذه", "probability": 0.6396484375}, {"start": 4165.87, "end": 4166.89, "word": " بس", "probability": 0.971923828125}, {"start": 4166.89, "end": 4167.31, "word": " التلاتة", "probability": 0.9813232421875}, {"start": 4167.31, "end": 4167.39, "word": " اللي", "probability": 0.94482421875}, {"start": 4167.39, "end": 4167.81, "word": " بتنقسم", "probability": 0.89794921875}, {"start": 4167.81, "end": 4169.47, "word": " اتنين", "probability": 0.927734375}, {"start": 4169.47, "end": 4169.57, "word": " و", "probability": 0.97021484375}, {"start": 4169.57, "end": 4169.91, "word": " واحد", "probability": 0.970458984375}, {"start": 4169.91, "end": 4171.43, "word": " لا", "probability": 0.71240234375}, {"start": 4171.43, "end": 4171.73, "word": " الاتنين", "probability": 0.86962890625}, {"start": 4171.73, "end": 4171.89, "word": " هذا", "probability": 0.59912109375}, {"start": 4171.89, "end": 4172.29, "word": " بتنفع", "probability": 0.966552734375}, {"start": 4172.29, "end": 4172.45, "word": " ولا", "probability": 0.9404296875}, {"start": 4172.45, "end": 4172.67, "word": " الاتنين", "probability": 0.9136962890625}, {"start": 4172.67, "end": 4172.79, "word": " هذا", "probability": 0.90673828125}, {"start": 4172.79, "end": 4173.19, "word": " بتنفع", "probability": 0.9869384765625}, {"start": 4173.19, "end": 4173.71, "word": " كويس", "probability": 0.9142252604166666}, {"start": 4173.71, "end": 4174.71, "word": " هنا", "probability": 0.76318359375}, {"start": 4174.71, "end": 4175.87, "word": " التلاتات", "probability": 0.7576904296875}, {"start": 4175.87, "end": 4176.19, "word": " يا", "probability": 0.32177734375}, {"start": 4176.19, "end": 4176.59, "word": " التلاتة", "probability": 0.9403076171875}, {"start": 4176.59, "end": 4176.69, "word": " هذه", "probability": 0.453125}, {"start": 4176.69, "end": 4176.81, "word": " يا", "probability": 0.75830078125}, {"start": 4176.81, "end": 4177.13, "word": " التلاتة", "probability": 0.97998046875}, {"start": 4177.13, "end": 4177.25, "word": " هذه", "probability": 0.94091796875}, {"start": 4177.25, "end": 4177.45, "word": " بدنا", "probability": 0.768310546875}, {"start": 4177.45, "end": 4177.73, "word": " نقسم", "probability": 0.9236653645833334}, {"start": 4177.73, "end": 4177.99, "word": " اتنين", "probability": 0.970947265625}, {"start": 4177.99, "end": 4178.05, "word": " و", "probability": 0.990234375}, {"start": 4178.05, "end": 4178.37, "word": " واحد", "probability": 0.969482421875}, {"start": 4178.37, "end": 4179.25, "word": " فبدنا", "probability": 0.9451497395833334}, {"start": 4179.25, "end": 4179.51, "word": " نصل", "probability": 0.97314453125}, {"start": 4179.51, "end": 4179.75, "word": " لهذا", "probability": 0.6343994140625}, {"start": 4179.75, "end": 4179.87, "word": " ال", "probability": 0.8310546875}, {"start": 4179.87, "end": 4180.23, "word": " term", "probability": 0.77685546875}, {"start": 4180.23, "end": 4180.87, "word": " كويس", "probability": 0.93798828125}, {"start": 4180.87, "end": 4182.01, "word": " مبدئيا", "probability": 0.843017578125}, {"start": 4182.01, "end": 4182.33, "word": " إجت", "probability": 0.752197265625}, {"start": 4182.33, "end": 4182.51, "word": " عند", "probability": 0.9921875}], "temperature": 1.0}, {"id": 175, "seek": 421113, "start": 4183.13, "end": 4211.13, "text": "max and max هذي بتتجسمش بعدي خلاص هخسر إيش ما هعمل هخسر فعلى طول بروح بعمله evaluation ليش؟ لأن أنا وصلت ل leaf فهذه معناته صفر أنا خسرت هخسر إذا وصلت لهذه المرحلة خسرت إذا سمحتله أنه يعمل المرحلة هذه الآن هذول فيهم إمكانية للتلاتة التلاتة أقسمها لواحد واثنين وإذا ووصلناها لهنا بكون خسرته", "tokens": [41167, 293, 11469, 8032, 8848, 1829, 39894, 2655, 7435, 38251, 8592, 39182, 1829, 16490, 1211, 33546, 8032, 9778, 3794, 2288, 11933, 1829, 8592, 19446, 8032, 25957, 1211, 8032, 9778, 3794, 2288, 6156, 3615, 23942, 23032, 12610, 4724, 32887, 5016, 4724, 25957, 43761, 13344, 32239, 8592, 22807, 5296, 33456, 41850, 4032, 36520, 2655, 5296, 10871, 6156, 3224, 24192, 20449, 8315, 47395, 20328, 5172, 2288, 41850, 16490, 3794, 43500, 8032, 9778, 3794, 2288, 11933, 15730, 4032, 36520, 2655, 46740, 24192, 9673, 2288, 5016, 37977, 16490, 3794, 43500, 11933, 15730, 8608, 2304, 33753, 43761, 14739, 3224, 7251, 25957, 1211, 9673, 2288, 5016, 37977, 29538, 6024, 48506, 8032, 8848, 12610, 8978, 16095, 11933, 2304, 41361, 10632, 24976, 2655, 1211, 9307, 3660, 16712, 1211, 9307, 3660, 5551, 4587, 38251, 11296, 5296, 14407, 24401, 4032, 5718, 104, 1863, 9957, 4032, 28814, 15730, 4032, 2407, 36520, 8315, 11296, 46740, 8315, 4724, 30544, 16490, 3794, 43500, 3224], "avg_logprob": -0.18479166547457376, "compression_ratio": 1.9015151515151516, "no_speech_prob": 7.569789886474609e-06, "words": [{"start": 4183.13, "end": 4183.61, "word": "max", "probability": 0.765625}, {"start": 4183.61, "end": 4184.69, "word": " and", "probability": 0.6943359375}, {"start": 4184.69, "end": 4185.05, "word": " max", "probability": 0.9267578125}, {"start": 4185.05, "end": 4185.89, "word": " هذي", "probability": 0.4935302734375}, {"start": 4185.89, "end": 4186.47, "word": " بتتجسمش", "probability": 0.858203125}, {"start": 4186.47, "end": 4186.69, "word": " بعدي", "probability": 0.642333984375}, {"start": 4186.69, "end": 4186.93, "word": " خلاص", "probability": 0.8919270833333334}, {"start": 4186.93, "end": 4187.39, "word": " هخسر", "probability": 0.867919921875}, {"start": 4187.39, "end": 4188.57, "word": " إيش", "probability": 0.748046875}, {"start": 4188.57, "end": 4188.67, "word": " ما", "probability": 0.6845703125}, {"start": 4188.67, "end": 4188.93, "word": " هعمل", "probability": 0.83740234375}, {"start": 4188.93, "end": 4189.31, "word": " هخسر", "probability": 0.96728515625}, {"start": 4189.31, "end": 4189.81, "word": " فعلى", "probability": 0.72314453125}, {"start": 4189.81, "end": 4189.99, "word": " طول", "probability": 0.9912109375}, {"start": 4189.99, "end": 4190.25, "word": " بروح", "probability": 0.9886067708333334}, {"start": 4190.25, "end": 4190.57, "word": " بعمله", "probability": 0.711181640625}, {"start": 4190.57, "end": 4191.09, "word": " evaluation", "probability": 0.97021484375}, {"start": 4191.09, "end": 4192.35, "word": " ليش؟", "probability": 0.8079427083333334}, {"start": 4192.35, "end": 4192.55, "word": " لأن", "probability": 0.816162109375}, {"start": 4192.55, "end": 4192.67, "word": " أنا", "probability": 0.89501953125}, {"start": 4192.67, "end": 4193.01, "word": " وصلت", "probability": 0.9759114583333334}, {"start": 4193.01, "end": 4193.21, "word": " ل", "probability": 0.78369140625}, {"start": 4193.21, "end": 4194.07, "word": " leaf", "probability": 0.297607421875}, {"start": 4194.07, "end": 4195.61, "word": " فهذه", "probability": 0.8347981770833334}, {"start": 4195.61, "end": 4196.11, "word": " معناته", "probability": 0.9889322916666666}, {"start": 4196.11, "end": 4196.61, "word": " صفر", "probability": 0.97412109375}, {"start": 4196.61, "end": 4196.77, "word": " أنا", "probability": 0.78466796875}, {"start": 4196.77, "end": 4197.21, "word": " خسرت", "probability": 0.98583984375}, {"start": 4197.21, "end": 4198.59, "word": " هخسر", "probability": 0.859375}, {"start": 4198.59, "end": 4198.89, "word": " إذا", "probability": 0.934326171875}, {"start": 4198.89, "end": 4199.25, "word": " وصلت", "probability": 0.984375}, {"start": 4199.25, "end": 4199.47, "word": " لهذه", "probability": 0.826416015625}, {"start": 4199.47, "end": 4199.79, "word": " المرحلة", "probability": 0.9847412109375}, {"start": 4199.79, "end": 4200.21, "word": " خسرت", "probability": 0.9093424479166666}, {"start": 4200.21, "end": 4200.77, "word": " إذا", "probability": 0.9384765625}, {"start": 4200.77, "end": 4201.33, "word": " سمحتله", "probability": 0.96142578125}, {"start": 4201.33, "end": 4201.49, "word": " أنه", "probability": 0.630126953125}, {"start": 4201.49, "end": 4201.73, "word": " يعمل", "probability": 0.9873046875}, {"start": 4201.73, "end": 4202.11, "word": " المرحلة", "probability": 0.9849853515625}, {"start": 4202.11, "end": 4202.39, "word": " هذه", "probability": 0.8447265625}, {"start": 4202.39, "end": 4203.07, "word": " الآن", "probability": 0.6590576171875}, {"start": 4203.07, "end": 4203.47, "word": " هذول", "probability": 0.83837890625}, {"start": 4203.47, "end": 4204.09, "word": " فيهم", "probability": 0.39984130859375}, {"start": 4204.09, "end": 4205.03, "word": " إمكانية", "probability": 0.772979736328125}, {"start": 4205.03, "end": 4205.67, "word": " للتلاتة", "probability": 0.89462890625}, {"start": 4205.67, "end": 4206.43, "word": " التلاتة", "probability": 0.9771728515625}, {"start": 4206.43, "end": 4206.73, "word": " أقسمها", "probability": 0.887451171875}, {"start": 4206.73, "end": 4207.05, "word": " لواحد", "probability": 0.79736328125}, {"start": 4207.05, "end": 4207.47, "word": " واثنين", "probability": 0.873681640625}, {"start": 4207.47, "end": 4208.43, "word": " وإذا", "probability": 0.9303385416666666}, {"start": 4208.43, "end": 4209.35, "word": " ووصلناها", "probability": 0.9181640625}, {"start": 4209.35, "end": 4209.71, "word": " لهنا", "probability": 0.822021484375}, {"start": 4209.71, "end": 4210.45, "word": " بكون", "probability": 0.93505859375}, {"start": 4210.45, "end": 4211.13, "word": " خسرته", "probability": 0.9725341796875}], "temperature": 1.0}, {"id": 176, "seek": 423768, "start": 4211.94, "end": 4237.68, "text": "لأنه حطتله 2 2 1 1 1 في دوره فإيش ما هيلعب هيخسر صح؟ هذه واحد صارت بالنسبالي صارت بالنسبالي واحد تمام هنا الأربعة في مجال واحد فقط لتقسيمها تلاتة و واحد هاي تلاتة و واحد تلاتة و واحد إذا والله هو وصل لتلاتة و واحد هيجسمليها على طول واحد و اتنين للتلاتة و هيخسرني", "tokens": [1211, 33456, 3224, 11331, 9566, 2655, 43761, 568, 568, 502, 502, 502, 8978, 11778, 13063, 3224, 6156, 28814, 1829, 8592, 19446, 39896, 1211, 3615, 3555, 39896, 9778, 3794, 2288, 20328, 5016, 22807, 29538, 36764, 24401, 20328, 9640, 2655, 20666, 1863, 35457, 6027, 1829, 20328, 9640, 2655, 20666, 1863, 35457, 6027, 1829, 36764, 24401, 46811, 10943, 34105, 16247, 25513, 27884, 8978, 3714, 7435, 6027, 36764, 24401, 6156, 47432, 5296, 2655, 4587, 3794, 32640, 11296, 6055, 1211, 9307, 3660, 4032, 36764, 24401, 8032, 47302, 6055, 1211, 9307, 3660, 4032, 36764, 24401, 6055, 1211, 9307, 3660, 4032, 36764, 24401, 11933, 15730, 16070, 43761, 31439, 4032, 36520, 5296, 2655, 1211, 9307, 3660, 4032, 36764, 24401, 39896, 7435, 38251, 20292, 11296, 15844, 23032, 12610, 36764, 24401, 4032, 1975, 2655, 1863, 9957, 24976, 2655, 1211, 9307, 3660, 4032, 39896, 9778, 3794, 2288, 22653], "avg_logprob": -0.14651267813599628, "compression_ratio": 2.2142857142857144, "no_speech_prob": 1.3113021850585938e-06, "words": [{"start": 4211.94, "end": 4212.62, "word": "لأنه", "probability": 0.9054361979166666}, {"start": 4212.62, "end": 4213.22, "word": " حطتله", "probability": 0.79248046875}, {"start": 4213.22, "end": 4213.46, "word": " 2", "probability": 0.48876953125}, {"start": 4213.46, "end": 4213.78, "word": " 2", "probability": 0.43017578125}, {"start": 4213.78, "end": 4214.48, "word": " 1", "probability": 0.412353515625}, {"start": 4214.48, "end": 4214.78, "word": " 1", "probability": 0.94970703125}, {"start": 4214.78, "end": 4215.2, "word": " 1", "probability": 0.9658203125}, {"start": 4215.2, "end": 4215.46, "word": " في", "probability": 0.8876953125}, {"start": 4215.46, "end": 4215.88, "word": " دوره", "probability": 0.9873046875}, {"start": 4215.88, "end": 4217.16, "word": " فإيش", "probability": 0.886962890625}, {"start": 4217.16, "end": 4217.26, "word": " ما", "probability": 0.900390625}, {"start": 4217.26, "end": 4217.66, "word": " هيلعب", "probability": 0.9263916015625}, {"start": 4217.66, "end": 4218.18, "word": " هيخسر", "probability": 0.877685546875}, {"start": 4218.18, "end": 4220.78, "word": " صح؟", "probability": 0.6659342447916666}, {"start": 4220.78, "end": 4221.1, "word": " هذه", "probability": 0.3515625}, {"start": 4221.1, "end": 4221.42, "word": " واحد", "probability": 0.7418212890625}, {"start": 4221.42, "end": 4221.74, "word": " صارت", "probability": 0.96923828125}, {"start": 4221.74, "end": 4222.32, "word": " بالنسبالي", "probability": 0.9791015625}, {"start": 4222.32, "end": 4223.84, "word": " صارت", "probability": 0.9026692708333334}, {"start": 4223.84, "end": 4224.26, "word": " بالنسبالي", "probability": 0.96630859375}, {"start": 4224.26, "end": 4225.04, "word": " واحد", "probability": 0.847900390625}, {"start": 4225.04, "end": 4225.62, "word": " تمام", "probability": 0.9208984375}, {"start": 4225.62, "end": 4226.38, "word": " هنا", "probability": 0.59033203125}, {"start": 4226.38, "end": 4227.14, "word": " الأربعة", "probability": 0.95458984375}, {"start": 4227.14, "end": 4227.48, "word": " في", "probability": 0.86962890625}, {"start": 4227.48, "end": 4227.78, "word": " مجال", "probability": 0.9903971354166666}, {"start": 4227.78, "end": 4228.1, "word": " واحد", "probability": 0.83349609375}, {"start": 4228.1, "end": 4228.36, "word": " فقط", "probability": 0.97412109375}, {"start": 4228.36, "end": 4229.02, "word": " لتقسيمها", "probability": 0.9752604166666666}, {"start": 4229.02, "end": 4229.48, "word": " تلاتة", "probability": 0.7716064453125}, {"start": 4229.48, "end": 4229.58, "word": " و", "probability": 0.80810546875}, {"start": 4229.58, "end": 4229.84, "word": " واحد", "probability": 0.863525390625}, {"start": 4229.84, "end": 4230.06, "word": " هاي", "probability": 0.591796875}, {"start": 4230.06, "end": 4230.38, "word": " تلاتة", "probability": 0.977294921875}, {"start": 4230.38, "end": 4230.46, "word": " و", "probability": 0.95166015625}, {"start": 4230.46, "end": 4230.98, "word": " واحد", "probability": 0.9765625}, {"start": 4230.98, "end": 4231.62, "word": " تلاتة", "probability": 0.94775390625}, {"start": 4231.62, "end": 4231.7, "word": " و", "probability": 0.9619140625}, {"start": 4231.7, "end": 4231.86, "word": " واحد", "probability": 0.971435546875}, {"start": 4231.86, "end": 4232.0, "word": " إذا", "probability": 0.89453125}, {"start": 4232.0, "end": 4232.24, "word": " والله", "probability": 0.7244873046875}, {"start": 4232.24, "end": 4232.4, "word": " هو", "probability": 0.93212890625}, {"start": 4232.4, "end": 4232.62, "word": " وصل", "probability": 0.63720703125}, {"start": 4232.62, "end": 4233.08, "word": " لتلاتة", "probability": 0.91494140625}, {"start": 4233.08, "end": 4233.2, "word": " و", "probability": 0.88916015625}, {"start": 4233.2, "end": 4233.58, "word": " واحد", "probability": 0.966552734375}, {"start": 4233.58, "end": 4234.42, "word": " هيجسمليها", "probability": 0.91201171875}, {"start": 4234.42, "end": 4234.54, "word": " على", "probability": 0.94580078125}, {"start": 4234.54, "end": 4234.7, "word": " طول", "probability": 0.990966796875}, {"start": 4234.7, "end": 4235.02, "word": " واحد", "probability": 0.9267578125}, {"start": 4235.02, "end": 4235.12, "word": " و", "probability": 0.984375}, {"start": 4235.12, "end": 4235.82, "word": " اتنين", "probability": 0.917236328125}, {"start": 4235.82, "end": 4236.66, "word": " للتلاتة", "probability": 0.850927734375}, {"start": 4236.66, "end": 4237.0, "word": " و", "probability": 0.80224609375}, {"start": 4237.0, "end": 4237.68, "word": " هيخسرني", "probability": 0.980859375}], "temperature": 1.0}, {"id": 177, "seek": 426122, "start": 4239.35, "end": 4261.23, "text": "هيخسرني إلا محالة فإذا صفر هذه التلاتة leaves اللي اللي ضالوا في اللعبة الآن عملنا expanding هيخلصنا ال expanding كله بكل ال possibilities تبعته بعدين عملنا evaluation evaluation لمن؟ لل leaves عشان نعمل ال propagation نرجح و نرجع", "tokens": [3224, 1829, 9778, 3794, 2288, 22653, 11933, 15040, 3714, 5016, 6027, 3660, 6156, 28814, 15730, 20328, 5172, 2288, 29538, 16712, 1211, 9307, 3660, 5510, 13672, 1829, 13672, 1829, 48812, 6027, 14407, 8978, 13672, 3615, 49401, 6024, 48506, 6225, 42213, 8315, 14702, 39896, 9778, 1211, 9381, 8315, 2423, 14702, 28242, 3224, 4724, 28820, 2423, 12178, 6055, 3555, 34268, 3224, 39182, 9957, 6225, 42213, 8315, 13344, 13344, 5296, 27842, 22807, 24976, 5510, 6225, 8592, 7649, 8717, 25957, 1211, 2423, 38377, 8717, 47341, 5016, 4032, 8717, 47341, 3615], "avg_logprob": -0.21348110205212303, "compression_ratio": 1.7024390243902439, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 4239.35, "end": 4239.99, "word": "هيخسرني", "probability": 0.9059244791666666}, {"start": 4239.99, "end": 4240.15, "word": " إلا", "probability": 0.557220458984375}, {"start": 4240.15, "end": 4240.61, "word": " محالة", "probability": 0.95458984375}, {"start": 4240.61, "end": 4241.31, "word": " فإذا", "probability": 0.7535807291666666}, {"start": 4241.31, "end": 4242.47, "word": " صفر", "probability": 0.8663736979166666}, {"start": 4242.47, "end": 4243.61, "word": " هذه", "probability": 0.347900390625}, {"start": 4243.61, "end": 4244.05, "word": " التلاتة", "probability": 0.7882080078125}, {"start": 4244.05, "end": 4244.23, "word": " leaves", "probability": 0.79638671875}, {"start": 4244.23, "end": 4244.53, "word": " اللي", "probability": 0.911865234375}, {"start": 4244.53, "end": 4244.77, "word": " اللي", "probability": 0.76318359375}, {"start": 4244.77, "end": 4245.03, "word": " ضالوا", "probability": 0.685546875}, {"start": 4245.03, "end": 4245.13, "word": " في", "probability": 0.88134765625}, {"start": 4245.13, "end": 4245.39, "word": " اللعبة", "probability": 0.97998046875}, {"start": 4245.39, "end": 4245.99, "word": " الآن", "probability": 0.6593017578125}, {"start": 4245.99, "end": 4247.07, "word": " عملنا", "probability": 0.9742838541666666}, {"start": 4247.07, "end": 4248.39, "word": " expanding", "probability": 0.85400390625}, {"start": 4248.39, "end": 4249.19, "word": " هيخلصنا", "probability": 0.92607421875}, {"start": 4249.19, "end": 4249.25, "word": " ال", "probability": 0.88427734375}, {"start": 4249.25, "end": 4249.57, "word": " expanding", "probability": 0.84326171875}, {"start": 4249.57, "end": 4250.21, "word": " كله", "probability": 0.989990234375}, {"start": 4250.21, "end": 4250.83, "word": " بكل", "probability": 0.8642578125}, {"start": 4250.83, "end": 4250.97, "word": " ال", "probability": 0.587890625}, {"start": 4250.97, "end": 4251.37, "word": " possibilities", "probability": 0.953125}, {"start": 4251.37, "end": 4251.95, "word": " تبعته", "probability": 0.888916015625}, {"start": 4251.95, "end": 4252.89, "word": " بعدين", "probability": 0.8125}, {"start": 4252.89, "end": 4253.97, "word": " عملنا", "probability": 0.94873046875}, {"start": 4253.97, "end": 4254.55, "word": " evaluation", "probability": 0.978515625}, {"start": 4254.55, "end": 4255.47, "word": " evaluation", "probability": 0.77392578125}, {"start": 4255.47, "end": 4256.11, "word": " لمن؟", "probability": 0.61669921875}, {"start": 4256.11, "end": 4256.39, "word": " لل", "probability": 0.435546875}, {"start": 4256.39, "end": 4257.87, "word": " leaves", "probability": 0.92333984375}, {"start": 4257.87, "end": 4258.87, "word": " عشان", "probability": 0.9718424479166666}, {"start": 4258.87, "end": 4259.17, "word": " نعمل", "probability": 0.9967447916666666}, {"start": 4259.17, "end": 4259.35, "word": " ال", "probability": 0.2423095703125}, {"start": 4259.35, "end": 4259.89, "word": " propagation", "probability": 0.80810546875}, {"start": 4259.89, "end": 4260.81, "word": " نرجح", "probability": 0.8844401041666666}, {"start": 4260.81, "end": 4260.91, "word": " و", "probability": 0.98876953125}, {"start": 4260.91, "end": 4261.23, "word": " نرجع", "probability": 0.8792317708333334}], "temperature": 1.0}, {"id": 178, "seek": 428514, "start": 4262.47, "end": 4285.15, "text": "هذه جايانة من هنا، معناته أنا .. معنى إن هذه اللعبة إذا وصلناها أنا خسران، هذه بتيجي من هنا، أنا خسران، هخسر إذا وطلتني، طيب هنا، بغض النظر عن هذا ال term، هنا فائز ولا خسران، هذه اللعبة خمسة واحد واحد بالنسبالي خسارة، ليش؟ لأن هذه في دور من؟", "tokens": [3224, 24192, 10874, 47302, 7649, 3660, 9154, 34105, 12399, 20449, 8315, 47395, 41850, 4386, 20449, 1863, 7578, 36145, 29538, 13672, 3615, 49401, 11933, 15730, 4032, 36520, 8315, 11296, 41850, 16490, 3794, 2288, 7649, 12399, 29538, 4724, 31371, 7435, 1829, 9154, 34105, 12399, 41850, 16490, 3794, 2288, 7649, 12399, 8032, 9778, 3794, 2288, 11933, 15730, 4032, 9566, 1211, 2655, 22653, 12399, 23032, 1829, 3555, 34105, 12399, 4724, 17082, 11242, 28239, 19913, 2288, 18871, 23758, 2423, 1433, 12399, 34105, 6156, 16373, 11622, 49429, 16490, 3794, 2288, 7649, 12399, 29538, 13672, 3615, 49401, 16490, 2304, 3794, 3660, 36764, 24401, 36764, 24401, 20666, 1863, 35457, 6027, 1829, 16490, 3794, 9640, 3660, 12399, 32239, 8592, 22807, 5296, 33456, 29538, 8978, 11778, 13063, 9154, 22807], "avg_logprob": -0.17500000434617202, "compression_ratio": 2.0187793427230045, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 4262.47, "end": 4262.89, "word": "هذه", "probability": 0.806640625}, {"start": 4262.89, "end": 4263.51, "word": " جايانة", "probability": 0.60748291015625}, {"start": 4263.51, "end": 4263.63, "word": " من", "probability": 0.9794921875}, {"start": 4263.63, "end": 4263.85, "word": " هنا،", "probability": 0.647705078125}, {"start": 4263.85, "end": 4264.11, "word": " معناته", "probability": 0.9348958333333334}, {"start": 4264.11, "end": 4264.35, "word": " أنا", "probability": 0.60693359375}, {"start": 4264.35, "end": 4264.55, "word": " ..", "probability": 0.458740234375}, {"start": 4264.55, "end": 4264.93, "word": " معنى", "probability": 0.9169921875}, {"start": 4264.93, "end": 4265.07, "word": " إن", "probability": 0.4931640625}, {"start": 4265.07, "end": 4265.37, "word": " هذه", "probability": 0.447509765625}, {"start": 4265.37, "end": 4265.73, "word": " اللعبة", "probability": 0.9934895833333334}, {"start": 4265.73, "end": 4265.89, "word": " إذا", "probability": 0.982666015625}, {"start": 4265.89, "end": 4266.33, "word": " وصلناها", "probability": 0.9595947265625}, {"start": 4266.33, "end": 4266.53, "word": " أنا", "probability": 0.6435546875}, {"start": 4266.53, "end": 4267.59, "word": " خسران،", "probability": 0.842529296875}, {"start": 4267.59, "end": 4268.11, "word": " هذه", "probability": 0.88623046875}, {"start": 4268.11, "end": 4268.35, "word": " بتيجي", "probability": 0.805877685546875}, {"start": 4268.35, "end": 4268.49, "word": " من", "probability": 0.99072265625}, {"start": 4268.49, "end": 4268.73, "word": " هنا،", "probability": 0.79296875}, {"start": 4268.73, "end": 4268.83, "word": " أنا", "probability": 0.9189453125}, {"start": 4268.83, "end": 4270.43, "word": " خسران،", "probability": 0.9240234375}, {"start": 4270.43, "end": 4271.13, "word": " هخسر", "probability": 0.77587890625}, {"start": 4271.13, "end": 4271.25, "word": " إذا", "probability": 0.959228515625}, {"start": 4271.25, "end": 4272.11, "word": " وطلتني،", "probability": 0.8230794270833334}, {"start": 4272.11, "end": 4272.35, "word": " طيب", "probability": 0.93896484375}, {"start": 4272.35, "end": 4274.29, "word": " هنا،", "probability": 0.5228271484375}, {"start": 4274.29, "end": 4274.77, "word": " بغض", "probability": 0.97314453125}, {"start": 4274.77, "end": 4275.23, "word": " النظر", "probability": 0.9886067708333334}, {"start": 4275.23, "end": 4275.85, "word": " عن", "probability": 0.98583984375}, {"start": 4275.85, "end": 4276.09, "word": " هذا", "probability": 0.97314453125}, {"start": 4276.09, "end": 4276.25, "word": " ال", "probability": 0.83984375}, {"start": 4276.25, "end": 4276.73, "word": " term،", "probability": 0.720703125}, {"start": 4276.73, "end": 4277.17, "word": " هنا", "probability": 0.962890625}, {"start": 4277.17, "end": 4277.81, "word": " فائز", "probability": 0.81494140625}, {"start": 4277.81, "end": 4277.97, "word": " ولا", "probability": 0.84521484375}, {"start": 4277.97, "end": 4279.03, "word": " خسران،", "probability": 0.94716796875}, {"start": 4279.03, "end": 4279.37, "word": " هذه", "probability": 0.9794921875}, {"start": 4279.37, "end": 4279.83, "word": " اللعبة", "probability": 0.9921875}, {"start": 4279.83, "end": 4280.59, "word": " خمسة", "probability": 0.89111328125}, {"start": 4280.59, "end": 4280.85, "word": " واحد", "probability": 0.8134765625}, {"start": 4280.85, "end": 4281.39, "word": " واحد", "probability": 0.95263671875}, {"start": 4281.39, "end": 4282.91, "word": " بالنسبالي", "probability": 0.9419921875}, {"start": 4282.91, "end": 4283.81, "word": " خسارة،", "probability": 0.981640625}, {"start": 4283.81, "end": 4284.07, "word": " ليش؟", "probability": 0.90234375}, {"start": 4284.07, "end": 4284.21, "word": " لأن", "probability": 0.897705078125}, {"start": 4284.21, "end": 4284.43, "word": " هذه", "probability": 0.84130859375}, {"start": 4284.43, "end": 4284.57, "word": " في", "probability": 0.90625}, {"start": 4284.57, "end": 4284.71, "word": " دور", "probability": 0.99365234375}, {"start": 4284.71, "end": 4285.15, "word": " من؟", "probability": 0.750244140625}], "temperature": 1.0}, {"id": 179, "seek": 431321, "start": 4285.83, "end": 4313.21, "text": "فانا مش متوقع ان منه اطلاقا ان انا اروح العب لهذه اللعبة اللي هتفوزني لأ هو اكيد هيلعب اللعبة هذه اللي هتخسرني فالحالة هذه بالنسبالي خسرانة هذه الحالة خسرانة كويس نكمل هنا هذه طبعا فائزة فإذا وصلني للنقطة هذه فانا بقدر افوز بكمل افوز نكمل فوز فهذه واحد بالنسبالي واحد فائزة فإذا هاي هذه جاية", "tokens": [5172, 7649, 995, 37893, 44650, 30543, 3615, 16472, 9154, 3224, 1975, 9566, 15040, 4587, 995, 16472, 1975, 8315, 1975, 32887, 5016, 1975, 1211, 3615, 3555, 46740, 24192, 13672, 3615, 49401, 13672, 1829, 8032, 2655, 5172, 2407, 11622, 22653, 5296, 10721, 31439, 1975, 4117, 25708, 39896, 1211, 3615, 3555, 13672, 3615, 49401, 29538, 13672, 1829, 8032, 2655, 9778, 3794, 2288, 22653, 6156, 6027, 5016, 6027, 3660, 29538, 20666, 1863, 35457, 6027, 1829, 16490, 3794, 2288, 7649, 3660, 29538, 21542, 6027, 3660, 16490, 3794, 2288, 7649, 3660, 9122, 45865, 3794, 8717, 24793, 1211, 34105, 29538, 23032, 3555, 3615, 995, 6156, 16373, 11622, 3660, 6156, 28814, 15730, 4032, 36520, 22653, 24976, 1863, 47432, 3660, 29538, 6156, 7649, 995, 4724, 28543, 2288, 1975, 5172, 2407, 11622, 4724, 24793, 1211, 1975, 5172, 2407, 11622, 8717, 24793, 1211, 6156, 2407, 11622, 6156, 3224, 24192, 36764, 24401, 20666, 1863, 35457, 6027, 1829, 36764, 24401, 6156, 16373, 11622, 3660, 6156, 28814, 15730, 8032, 47302, 29538, 10874, 995, 10632], "avg_logprob": -0.14479813368424124, "compression_ratio": 2.367713004484305, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 4285.83, "end": 4286.23, "word": "فانا", "probability": 0.8097330729166666}, {"start": 4286.23, "end": 4286.35, "word": " مش", "probability": 0.97607421875}, {"start": 4286.35, "end": 4286.93, "word": " متوقع", "probability": 0.9705403645833334}, {"start": 4286.93, "end": 4287.15, "word": " ان", "probability": 0.420654296875}, {"start": 4287.15, "end": 4287.53, "word": " منه", "probability": 0.9755859375}, {"start": 4287.53, "end": 4288.31, "word": " اطلاقا", "probability": 0.85107421875}, {"start": 4288.31, "end": 4288.71, "word": " ان", "probability": 0.51708984375}, {"start": 4288.71, "end": 4288.83, "word": " انا", "probability": 0.780029296875}, {"start": 4288.83, "end": 4288.87, "word": " اروح", "probability": 0.72314453125}, {"start": 4288.87, "end": 4289.11, "word": " العب", "probability": 0.799072265625}, {"start": 4289.11, "end": 4289.43, "word": " لهذه", "probability": 0.77685546875}, {"start": 4289.43, "end": 4289.77, "word": " اللعبة", "probability": 0.98583984375}, {"start": 4289.77, "end": 4290.21, "word": " اللي", "probability": 0.834228515625}, {"start": 4290.21, "end": 4290.95, "word": " هتفوزني", "probability": 0.9161783854166666}, {"start": 4290.95, "end": 4291.59, "word": " لأ", "probability": 0.83984375}, {"start": 4291.59, "end": 4291.73, "word": " هو", "probability": 0.89794921875}, {"start": 4291.73, "end": 4291.99, "word": " اكيد", "probability": 0.8795572916666666}, {"start": 4291.99, "end": 4292.33, "word": " هيلعب", "probability": 0.9244384765625}, {"start": 4292.33, "end": 4292.59, "word": " اللعبة", "probability": 0.9856770833333334}, {"start": 4292.59, "end": 4292.73, "word": " هذه", "probability": 0.49169921875}, {"start": 4292.73, "end": 4292.83, "word": " اللي", "probability": 0.966552734375}, {"start": 4292.83, "end": 4293.47, "word": " هتخسرني", "probability": 0.9814453125}, {"start": 4293.47, "end": 4294.95, "word": " فالحالة", "probability": 0.95068359375}, {"start": 4294.95, "end": 4295.13, "word": " هذه", "probability": 0.74462890625}, {"start": 4295.13, "end": 4295.73, "word": " بالنسبالي", "probability": 0.98681640625}, {"start": 4295.73, "end": 4297.09, "word": " خسرانة", "probability": 0.97197265625}, {"start": 4297.09, "end": 4297.89, "word": " هذه", "probability": 0.71923828125}, {"start": 4297.89, "end": 4298.13, "word": " الحالة", "probability": 0.8427734375}, {"start": 4298.13, "end": 4298.81, "word": " خسرانة", "probability": 0.9919921875}, {"start": 4298.81, "end": 4299.55, "word": " كويس", "probability": 0.9064127604166666}, {"start": 4299.55, "end": 4300.31, "word": " نكمل", "probability": 0.8780924479166666}, {"start": 4300.31, "end": 4300.57, "word": " هنا", "probability": 0.994140625}, {"start": 4300.57, "end": 4301.09, "word": " هذه", "probability": 0.394287109375}, {"start": 4301.09, "end": 4301.35, "word": " طبعا", "probability": 0.952880859375}, {"start": 4301.35, "end": 4301.89, "word": " فائزة", "probability": 0.929931640625}, {"start": 4301.89, "end": 4302.71, "word": " فإذا", "probability": 0.9488932291666666}, {"start": 4302.71, "end": 4303.35, "word": " وصلني", "probability": 0.8818359375}, {"start": 4303.35, "end": 4304.83, "word": " للنقطة", "probability": 0.940673828125}, {"start": 4304.83, "end": 4305.03, "word": " هذه", "probability": 0.91796875}, {"start": 4305.03, "end": 4305.33, "word": " فانا", "probability": 0.9401041666666666}, {"start": 4305.33, "end": 4305.61, "word": " بقدر", "probability": 0.90625}, {"start": 4305.61, "end": 4305.89, "word": " افوز", "probability": 0.8907470703125}, {"start": 4305.89, "end": 4306.43, "word": " بكمل", "probability": 0.77001953125}, {"start": 4306.43, "end": 4307.21, "word": " افوز", "probability": 0.763671875}, {"start": 4307.21, "end": 4308.33, "word": " نكمل", "probability": 0.8671875}, {"start": 4308.33, "end": 4308.53, "word": " فوز", "probability": 0.8465169270833334}, {"start": 4308.53, "end": 4308.77, "word": " فهذه", "probability": 0.92822265625}, {"start": 4308.77, "end": 4309.07, "word": " واحد", "probability": 0.98095703125}, {"start": 4309.07, "end": 4309.69, "word": " بالنسبالي", "probability": 0.9384765625}, {"start": 4309.69, "end": 4310.51, "word": " واحد", "probability": 0.95556640625}, {"start": 4310.51, "end": 4311.05, "word": " فائزة", "probability": 0.9825439453125}, {"start": 4311.05, "end": 4311.55, "word": " فإذا", "probability": 0.8614908854166666}, {"start": 4311.55, "end": 4312.63, "word": " هاي", "probability": 0.4881591796875}, {"start": 4312.63, "end": 4312.83, "word": " هذه", "probability": 0.425537109375}, {"start": 4312.83, "end": 4313.21, "word": " جاية", "probability": 0.9435221354166666}], "temperature": 1.0}, {"id": 180, "seek": 434108, "start": 4314.16, "end": 4341.08, "text": "بتيجي منها أو بتيجي من هنا فكلهما اختار من هذه او هذه انا كفيل ان اكمل اللعبة بفوز بمشي الحال تمام، الان هذه مافيش .. بتعطينيش الا خسارة بتعطيني صفر فهي فعلا خسارة بالنسبالي، هي بالنسبالي خسارة الان هذه اه ليش حطيناها انه هنا فوز لانه في دور max", "tokens": [3555, 31371, 7435, 1829, 9154, 11296, 34051, 4724, 31371, 7435, 1829, 9154, 34105, 6156, 28820, 3224, 15042, 1975, 46456, 9640, 9154, 29538, 1975, 2407, 29538, 1975, 8315, 9122, 5172, 26895, 16472, 1975, 24793, 1211, 13672, 3615, 49401, 4724, 5172, 2407, 11622, 4724, 2304, 8592, 1829, 21542, 6027, 46811, 10943, 12399, 2423, 7649, 29538, 19446, 41185, 8592, 4386, 39894, 3615, 9566, 1829, 22653, 8592, 42963, 16490, 3794, 9640, 3660, 39894, 3615, 9566, 1829, 22653, 20328, 5172, 2288, 6156, 3224, 1829, 6156, 3615, 15040, 16490, 3794, 9640, 3660, 20666, 1863, 35457, 6027, 1829, 12399, 39896, 20666, 1863, 35457, 6027, 1829, 16490, 3794, 9640, 3660, 2423, 7649, 29538, 1975, 3224, 32239, 8592, 11331, 9566, 1829, 8315, 11296, 16472, 3224, 34105, 6156, 2407, 11622, 5296, 7649, 3224, 8978, 11778, 13063, 11469], "avg_logprob": -0.17565917724277824, "compression_ratio": 2.111111111111111, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 4314.16, "end": 4314.8, "word": "بتيجي", "probability": 0.9312744140625}, {"start": 4314.8, "end": 4315.74, "word": " منها", "probability": 0.977294921875}, {"start": 4315.74, "end": 4316.22, "word": " أو", "probability": 0.72314453125}, {"start": 4316.22, "end": 4316.5, "word": " بتيجي", "probability": 0.868408203125}, {"start": 4316.5, "end": 4316.64, "word": " من", "probability": 0.99169921875}, {"start": 4316.64, "end": 4316.86, "word": " هنا", "probability": 0.99658203125}, {"start": 4316.86, "end": 4318.08, "word": " فكلهما", "probability": 0.7802734375}, {"start": 4318.08, "end": 4319.66, "word": " اختار", "probability": 0.9378255208333334}, {"start": 4319.66, "end": 4320.18, "word": " من", "probability": 0.98486328125}, {"start": 4320.18, "end": 4320.56, "word": " هذه", "probability": 0.51611328125}, {"start": 4320.56, "end": 4320.84, "word": " او", "probability": 0.914794921875}, {"start": 4320.84, "end": 4321.22, "word": " هذه", "probability": 0.890625}, {"start": 4321.22, "end": 4322.08, "word": " انا", "probability": 0.86279296875}, {"start": 4322.08, "end": 4322.38, "word": " كفيل", "probability": 0.859375}, {"start": 4322.38, "end": 4322.48, "word": " ان", "probability": 0.93603515625}, {"start": 4322.48, "end": 4322.88, "word": " اكمل", "probability": 0.9541015625}, {"start": 4322.88, "end": 4323.16, "word": " اللعبة", "probability": 0.9830729166666666}, {"start": 4323.16, "end": 4323.88, "word": " بفوز", "probability": 0.83905029296875}, {"start": 4323.88, "end": 4325.32, "word": " بمشي", "probability": 0.8505859375}, {"start": 4325.32, "end": 4325.6, "word": " الحال", "probability": 0.968505859375}, {"start": 4325.6, "end": 4326.44, "word": " تمام،", "probability": 0.7044270833333334}, {"start": 4326.44, "end": 4326.78, "word": " الان", "probability": 0.710205078125}, {"start": 4326.78, "end": 4327.04, "word": " هذه", "probability": 0.95654296875}, {"start": 4327.04, "end": 4327.56, "word": " مافيش", "probability": 0.7063802083333334}, {"start": 4327.56, "end": 4327.66, "word": " ..", "probability": 0.63671875}, {"start": 4327.66, "end": 4328.16, "word": " بتعطينيش", "probability": 0.7997639973958334}, {"start": 4328.16, "end": 4328.4, "word": " الا", "probability": 0.572265625}, {"start": 4328.4, "end": 4329.26, "word": " خسارة", "probability": 0.99462890625}, {"start": 4329.26, "end": 4330.24, "word": " بتعطيني", "probability": 0.81943359375}, {"start": 4330.24, "end": 4330.5, "word": " صفر", "probability": 0.98046875}, {"start": 4330.5, "end": 4330.82, "word": " فهي", "probability": 0.9637044270833334}, {"start": 4330.82, "end": 4331.12, "word": " فعلا", "probability": 0.9347330729166666}, {"start": 4331.12, "end": 4331.54, "word": " خسارة", "probability": 0.9957275390625}, {"start": 4331.54, "end": 4332.52, "word": " بالنسبالي،", "probability": 0.906005859375}, {"start": 4332.52, "end": 4332.62, "word": " هي", "probability": 0.84814453125}, {"start": 4332.62, "end": 4332.98, "word": " بالنسبالي", "probability": 0.995703125}, {"start": 4332.98, "end": 4333.46, "word": " خسارة", "probability": 0.996826171875}, {"start": 4333.46, "end": 4334.02, "word": " الان", "probability": 0.8330078125}, {"start": 4334.02, "end": 4334.78, "word": " هذه", "probability": 0.95703125}, {"start": 4334.78, "end": 4337.66, "word": " اه", "probability": 0.5369873046875}, {"start": 4337.66, "end": 4338.1, "word": " ليش", "probability": 0.7130126953125}, {"start": 4338.1, "end": 4338.78, "word": " حطيناها", "probability": 0.85263671875}, {"start": 4338.78, "end": 4339.1, "word": " انه", "probability": 0.678955078125}, {"start": 4339.1, "end": 4339.24, "word": " هنا", "probability": 0.9775390625}, {"start": 4339.24, "end": 4339.7, "word": " فوز", "probability": 0.9928385416666666}, {"start": 4339.7, "end": 4340.2, "word": " لانه", "probability": 0.6468098958333334}, {"start": 4340.2, "end": 4340.42, "word": " في", "probability": 0.87255859375}, {"start": 4340.42, "end": 4340.62, "word": " دور", "probability": 0.9912109375}, {"start": 4340.62, "end": 4341.08, "word": " max", "probability": 0.380615234375}], "temperature": 1.0}, {"id": 181, "seek": 437097, "start": 4341.97, "end": 4370.97, "text": "في دور Max في دوري فطبيعي لو وصلتني ستة واحد مش هروح أعطيه هذه اللعبة إذا أنا بعرف ألعب على طول هروح أعطي اللعبة هذه لأنه أضامنه هذه بتفوزني ليش هروح أعطي اللعبة اللي بتفوزه هو ف automatically هذه بالنسبالي أصبحت واحد إذا قدرنا نصل لهذه اللعبة فأنا عارف كيف ال strategy عشان أكمل الفوز هنا نفس الجثة حتى لو أعطاني خمسة أو اتنين بدي أصل نفس الحالة لو أعطاني أربعة أو تلاتة بدي أصل نفس الحالة فهدول كلهم فوز في البداية", "tokens": [41185, 11778, 13063, 7402, 8978, 11778, 13063, 1829, 6156, 9566, 21292, 3615, 1829, 45164, 4032, 36520, 2655, 22653, 8608, 2655, 3660, 36764, 24401, 37893, 8032, 32887, 5016, 5551, 3615, 9566, 1829, 3224, 29538, 13672, 3615, 49401, 11933, 15730, 41850, 45030, 28480, 5551, 1211, 3615, 3555, 15844, 23032, 12610, 8032, 32887, 5016, 5551, 3615, 9566, 1829, 13672, 3615, 49401, 29538, 5296, 33456, 3224, 5551, 11242, 10943, 1863, 3224, 29538, 39894, 5172, 2407, 11622, 22653, 32239, 8592, 8032, 32887, 5016, 5551, 3615, 9566, 1829, 13672, 3615, 49401, 13672, 1829, 39894, 5172, 2407, 11622, 3224, 31439, 6156, 6772, 29538, 20666, 1863, 35457, 6027, 1829, 5551, 9381, 3555, 33753, 36764, 24401, 11933, 15730, 12174, 3215, 2288, 8315, 8717, 36520, 46740, 24192, 13672, 3615, 49401, 6156, 10721, 8315, 6225, 9640, 5172, 9122, 33911, 2423, 5206, 6225, 8592, 7649, 5551, 24793, 1211, 27188, 2407, 11622, 34105, 8717, 36178, 25724, 12984, 3660, 11331, 49975, 45164, 5551, 3615, 9566, 7649, 1829, 16490, 2304, 3794, 3660, 34051, 1975, 2655, 1863, 9957, 4724, 16254, 5551, 36520, 8717, 36178, 21542, 6027, 3660, 45164, 5551, 3615, 9566, 7649, 1829, 5551, 25513, 27884, 34051, 6055, 1211, 9307, 3660, 4724, 16254, 5551, 36520, 8717, 36178, 21542, 6027, 3660, 6156, 3224, 3215, 12610, 28242, 16095, 6156, 2407, 11622, 8978, 29739, 28259, 10632], "avg_logprob": -0.1153094985952171, "compression_ratio": 2.1572700296735907, "no_speech_prob": 1.4066696166992188e-05, "words": [{"start": 4341.97, "end": 4342.17, "word": "في", "probability": 0.685546875}, {"start": 4342.17, "end": 4342.35, "word": " دور", "probability": 0.989990234375}, {"start": 4342.35, "end": 4342.73, "word": " Max", "probability": 0.39013671875}, {"start": 4342.73, "end": 4342.89, "word": " في", "probability": 0.3505859375}, {"start": 4342.89, "end": 4343.21, "word": " دوري", "probability": 0.9547526041666666}, {"start": 4343.21, "end": 4344.41, "word": " فطبيعي", "probability": 0.88623046875}, {"start": 4344.41, "end": 4344.75, "word": " لو", "probability": 0.97412109375}, {"start": 4344.75, "end": 4345.23, "word": " وصلتني", "probability": 0.9591064453125}, {"start": 4345.23, "end": 4345.59, "word": " ستة", "probability": 0.815185546875}, {"start": 4345.59, "end": 4345.83, "word": " واحد", "probability": 0.935302734375}, {"start": 4345.83, "end": 4345.99, "word": " مش", "probability": 0.65966796875}, {"start": 4345.99, "end": 4346.19, "word": " هروح", "probability": 0.96728515625}, {"start": 4346.19, "end": 4346.49, "word": " أعطيه", "probability": 0.89208984375}, {"start": 4346.49, "end": 4346.65, "word": " هذه", "probability": 0.7041015625}, {"start": 4346.65, "end": 4346.97, "word": " اللعبة", "probability": 0.9853515625}, {"start": 4346.97, "end": 4348.33, "word": " إذا", "probability": 0.8818359375}, {"start": 4348.33, "end": 4348.47, "word": " أنا", "probability": 0.92724609375}, {"start": 4348.47, "end": 4348.71, "word": " بعرف", "probability": 0.971435546875}, {"start": 4348.71, "end": 4349.35, "word": " ألعب", "probability": 0.9854736328125}, {"start": 4349.35, "end": 4349.87, "word": " على", "probability": 0.66650390625}, {"start": 4349.87, "end": 4350.05, "word": " طول", "probability": 0.97802734375}, {"start": 4350.05, "end": 4350.35, "word": " هروح", "probability": 0.9720052083333334}, {"start": 4350.35, "end": 4350.55, "word": " أعطي", "probability": 0.98486328125}, {"start": 4350.55, "end": 4350.81, "word": " اللعبة", "probability": 0.9412434895833334}, {"start": 4350.81, "end": 4351.15, "word": " هذه", "probability": 0.9169921875}, {"start": 4351.15, "end": 4351.75, "word": " لأنه", "probability": 0.8294270833333334}, {"start": 4351.75, "end": 4352.03, "word": " أضامنه", "probability": 0.631640625}, {"start": 4352.03, "end": 4352.17, "word": " هذه", "probability": 0.76025390625}, {"start": 4352.17, "end": 4352.75, "word": " بتفوزني", "probability": 0.9552734375}, {"start": 4352.75, "end": 4353.31, "word": " ليش", "probability": 0.95166015625}, {"start": 4353.31, "end": 4353.53, "word": " هروح", "probability": 0.91796875}, {"start": 4353.53, "end": 4353.77, "word": " أعطي", "probability": 0.984375}, {"start": 4353.77, "end": 4354.05, "word": " اللعبة", "probability": 0.8395182291666666}, {"start": 4354.05, "end": 4354.15, "word": " اللي", "probability": 0.966064453125}, {"start": 4354.15, "end": 4354.59, "word": " بتفوزه", "probability": 0.91416015625}, {"start": 4354.59, "end": 4354.83, "word": " هو", "probability": 0.970703125}, {"start": 4354.83, "end": 4355.27, "word": " ف", "probability": 0.880859375}, {"start": 4355.27, "end": 4355.73, "word": " automatically", "probability": 0.4921875}, {"start": 4355.73, "end": 4355.97, "word": " هذه", "probability": 0.69482421875}, {"start": 4355.97, "end": 4356.31, "word": " بالنسبالي", "probability": 0.98681640625}, {"start": 4356.31, "end": 4356.77, "word": " أصبحت", "probability": 0.7884521484375}, {"start": 4356.77, "end": 4357.39, "word": " واحد", "probability": 0.991455078125}, {"start": 4357.39, "end": 4357.83, "word": " إذا", "probability": 0.967041015625}, {"start": 4357.83, "end": 4358.31, "word": " قدرنا", "probability": 0.82745361328125}, {"start": 4358.31, "end": 4358.87, "word": " نصل", "probability": 0.9345703125}, {"start": 4358.87, "end": 4359.13, "word": " لهذه", "probability": 0.957275390625}, {"start": 4359.13, "end": 4359.37, "word": " اللعبة", "probability": 0.9970703125}, {"start": 4359.37, "end": 4359.71, "word": " فأنا", "probability": 0.8323567708333334}, {"start": 4359.71, "end": 4360.81, "word": " عارف", "probability": 0.9827473958333334}, {"start": 4360.81, "end": 4360.99, "word": " كيف", "probability": 0.970947265625}, {"start": 4360.99, "end": 4361.11, "word": " ال", "probability": 0.6376953125}, {"start": 4361.11, "end": 4361.47, "word": " strategy", "probability": 0.53515625}, {"start": 4361.47, "end": 4361.69, "word": " عشان", "probability": 0.95947265625}, {"start": 4361.69, "end": 4362.05, "word": " أكمل", "probability": 0.9632161458333334}, {"start": 4362.05, "end": 4362.37, "word": " الفوز", "probability": 0.9890950520833334}, {"start": 4362.37, "end": 4362.87, "word": " هنا", "probability": 0.88818359375}, {"start": 4362.87, "end": 4363.09, "word": " نفس", "probability": 0.997314453125}, {"start": 4363.09, "end": 4363.51, "word": " الجثة", "probability": 0.8341471354166666}, {"start": 4363.51, "end": 4363.97, "word": " حتى", "probability": 0.91259765625}, {"start": 4363.97, "end": 4364.11, "word": " لو", "probability": 0.994140625}, {"start": 4364.11, "end": 4364.35, "word": " أعطاني", "probability": 0.89365234375}, {"start": 4364.35, "end": 4364.61, "word": " خمسة", "probability": 0.9439697265625}, {"start": 4364.61, "end": 4364.71, "word": " أو", "probability": 0.591796875}, {"start": 4364.71, "end": 4364.93, "word": " اتنين", "probability": 0.93212890625}, {"start": 4364.93, "end": 4365.23, "word": " بدي", "probability": 0.83349609375}, {"start": 4365.23, "end": 4365.47, "word": " أصل", "probability": 0.955078125}, {"start": 4365.47, "end": 4365.71, "word": " نفس", "probability": 0.864990234375}, {"start": 4365.71, "end": 4366.27, "word": " الحالة", "probability": 0.9928385416666666}, {"start": 4366.27, "end": 4366.95, "word": " لو", "probability": 0.9248046875}, {"start": 4366.95, "end": 4367.25, "word": " أعطاني", "probability": 0.967578125}, {"start": 4367.25, "end": 4367.53, "word": " أربعة", "probability": 0.8653971354166666}, {"start": 4367.53, "end": 4367.63, "word": " أو", "probability": 0.890625}, {"start": 4367.63, "end": 4367.99, "word": " تلاتة", "probability": 0.97802734375}, {"start": 4367.99, "end": 4368.23, "word": " بدي", "probability": 0.973388671875}, {"start": 4368.23, "end": 4368.49, "word": " أصل", "probability": 0.98291015625}, {"start": 4368.49, "end": 4368.73, "word": " نفس", "probability": 0.998046875}, {"start": 4368.73, "end": 4369.53, "word": " الحالة", "probability": 0.994140625}, {"start": 4369.53, "end": 4369.89, "word": " فهدول", "probability": 0.92236328125}, {"start": 4369.89, "end": 4370.19, "word": " كلهم", "probability": 0.983642578125}, {"start": 4370.19, "end": 4370.45, "word": " فوز", "probability": 0.9874674479166666}, {"start": 4370.45, "end": 4370.57, "word": " في", "probability": 0.9462890625}, {"start": 4370.57, "end": 4370.97, "word": " البداية", "probability": 0.9833984375}], "temperature": 1.0}, {"id": 182, "seek": 439168, "start": 4372.21, "end": 4391.69, "text": "تمام، الآن أفضل path ممكن، الأفضل واحد ممكن فيهم كلهم، أي واحد من هنا بفوزني، كويس، أنا مين أختار من هدول، اللعبة عندي، مين أختار منهم؟ ممكن الأخيرة، بس هذه أوفج، لحظة هذه فرصة كتير", "tokens": [39237, 10943, 12399, 6024, 48506, 5551, 5172, 11242, 1211, 3100, 3714, 43020, 12399, 16247, 5172, 11242, 1211, 36764, 24401, 3714, 43020, 8978, 16095, 28242, 16095, 12399, 36632, 36764, 24401, 9154, 34105, 4724, 5172, 2407, 11622, 22653, 12399, 9122, 45865, 3794, 12399, 41850, 3714, 9957, 5551, 46456, 9640, 9154, 8032, 3215, 12610, 12399, 13672, 3615, 49401, 18871, 16254, 12399, 3714, 9957, 5551, 46456, 9640, 9154, 16095, 22807, 3714, 43020, 16247, 9778, 48923, 12399, 4724, 3794, 29538, 34051, 5172, 7435, 12399, 5296, 5016, 19913, 3660, 29538, 6156, 2288, 9381, 3660, 9122, 2655, 13546], "avg_logprob": -0.10903532511514166, "compression_ratio": 1.7802197802197801, "no_speech_prob": 2.3245811462402344e-06, "words": [{"start": 4372.21, "end": 4372.85, "word": "تمام،", "probability": 0.7734375}, {"start": 4372.85, "end": 4373.23, "word": " الآن", "probability": 0.6845703125}, {"start": 4373.23, "end": 4373.65, "word": " أفضل", "probability": 0.961669921875}, {"start": 4373.65, "end": 4373.95, "word": " path", "probability": 0.97998046875}, {"start": 4373.95, "end": 4376.59, "word": " ممكن،", "probability": 0.775146484375}, {"start": 4376.59, "end": 4377.61, "word": " الأفضل", "probability": 0.9666748046875}, {"start": 4377.61, "end": 4378.01, "word": " واحد", "probability": 0.99609375}, {"start": 4378.01, "end": 4378.69, "word": " ممكن", "probability": 0.986328125}, {"start": 4378.69, "end": 4379.03, "word": " فيهم", "probability": 0.984619140625}, {"start": 4379.03, "end": 4380.11, "word": " كلهم،", "probability": 0.9777018229166666}, {"start": 4380.11, "end": 4380.27, "word": " أي", "probability": 0.884765625}, {"start": 4380.27, "end": 4380.53, "word": " واحد", "probability": 0.99169921875}, {"start": 4380.53, "end": 4380.69, "word": " من", "probability": 0.99658203125}, {"start": 4380.69, "end": 4380.95, "word": " هنا", "probability": 0.9970703125}, {"start": 4380.95, "end": 4382.19, "word": " بفوزني،", "probability": 0.940185546875}, {"start": 4382.19, "end": 4382.65, "word": " كويس،", "probability": 0.946044921875}, {"start": 4382.65, "end": 4382.89, "word": " أنا", "probability": 0.69775390625}, {"start": 4382.89, "end": 4383.05, "word": " مين", "probability": 0.98388671875}, {"start": 4383.05, "end": 4383.53, "word": " أختار", "probability": 0.9186197916666666}, {"start": 4383.53, "end": 4383.69, "word": " من", "probability": 0.9970703125}, {"start": 4383.69, "end": 4384.09, "word": " هدول،", "probability": 0.845458984375}, {"start": 4384.09, "end": 4384.77, "word": " اللعبة", "probability": 0.83056640625}, {"start": 4384.77, "end": 4385.31, "word": " عندي،", "probability": 0.9441731770833334}, {"start": 4385.31, "end": 4385.51, "word": " مين", "probability": 0.977783203125}, {"start": 4385.51, "end": 4385.95, "word": " أختار", "probability": 0.9430338541666666}, {"start": 4385.95, "end": 4387.97, "word": " منهم؟", "probability": 0.8790690104166666}, {"start": 4387.97, "end": 4388.33, "word": " ممكن", "probability": 0.965576171875}, {"start": 4388.33, "end": 4389.29, "word": " الأخيرة،", "probability": 0.964599609375}, {"start": 4389.29, "end": 4389.45, "word": " بس", "probability": 0.982666015625}, {"start": 4389.45, "end": 4389.65, "word": " هذه", "probability": 0.62939453125}, {"start": 4389.65, "end": 4390.57, "word": " أوفج،", "probability": 0.88330078125}, {"start": 4390.57, "end": 4390.83, "word": " لحظة", "probability": 0.8319091796875}, {"start": 4390.83, "end": 4390.99, "word": " هذه", "probability": 0.55419921875}, {"start": 4390.99, "end": 4391.35, "word": " فرصة", "probability": 0.9498291015625}, {"start": 4391.35, "end": 4391.69, "word": " كتير", "probability": 0.9866536458333334}], "temperature": 1.0}, {"id": 183, "seek": 442243, "start": 4393.08, "end": 4422.44, "text": "هذه كل فرصها موجودة بس في النهاية هذه او هذه بمشي الحال فصار عندي مجال ل الفوز بهذا الشكل سواء من هنا او من هنا او من هنا او بهذا الشكل كل هدولة فرص .. فرص فوز فبكون بادي اللعبة و انا عارف ايش لازم ألعب و متوقع هو ايش هيلعب متوقع منه ايش هيلعب مايعطينيش ستة واحد اروح ألعبله خمس واحد خلاص معناته انا سلمت زي ما يقول اللعبة له انتهى", "tokens": [3224, 24192, 28242, 6156, 2288, 9381, 11296, 3714, 29245, 23328, 3660, 4724, 3794, 8978, 28239, 11296, 10632, 29538, 1975, 2407, 29538, 4724, 2304, 8592, 1829, 21542, 6027, 6156, 9381, 9640, 18871, 16254, 3714, 7435, 6027, 5296, 27188, 2407, 11622, 39627, 15730, 25124, 28820, 8608, 2407, 16606, 9154, 34105, 1975, 2407, 9154, 34105, 1975, 2407, 9154, 34105, 1975, 2407, 39627, 15730, 25124, 28820, 28242, 8032, 3215, 12610, 3660, 6156, 2288, 9381, 4386, 6156, 2288, 9381, 6156, 2407, 11622, 6156, 3555, 30544, 4724, 995, 16254, 13672, 3615, 49401, 4032, 1975, 8315, 6225, 9640, 5172, 1975, 1829, 8592, 5296, 31377, 2304, 5551, 1211, 3615, 3555, 4032, 44650, 30543, 3615, 31439, 1975, 1829, 8592, 39896, 1211, 3615, 3555, 44650, 30543, 3615, 9154, 3224, 1975, 1829, 8592, 39896, 1211, 3615, 3555, 19446, 40228, 9566, 1829, 22653, 8592, 8608, 2655, 3660, 36764, 24401, 1975, 32887, 5016, 5551, 1211, 3615, 3555, 43761, 16490, 2304, 3794, 36764, 24401, 16490, 1211, 33546, 20449, 8315, 47395, 1975, 8315, 8608, 19528, 2655, 30767, 1829, 19446, 7251, 39648, 13672, 3615, 49401, 46740, 16472, 47395, 7578], "avg_logprob": -0.13065732107765374, "compression_ratio": 2.1977611940298507, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 4393.08, "end": 4393.4, "word": "هذه", "probability": 0.885009765625}, {"start": 4393.4, "end": 4393.6, "word": " كل", "probability": 0.939453125}, {"start": 4393.6, "end": 4394.04, "word": " فرصها", "probability": 0.96142578125}, {"start": 4394.04, "end": 4394.54, "word": " موجودة", "probability": 0.9901123046875}, {"start": 4394.54, "end": 4394.92, "word": " بس", "probability": 0.7288818359375}, {"start": 4394.92, "end": 4395.02, "word": " في", "probability": 0.83935546875}, {"start": 4395.02, "end": 4395.48, "word": " النهاية", "probability": 0.91943359375}, {"start": 4395.48, "end": 4396.02, "word": " هذه", "probability": 0.64599609375}, {"start": 4396.02, "end": 4396.2, "word": " او", "probability": 0.77490234375}, {"start": 4396.2, "end": 4396.52, "word": " هذه", "probability": 0.90966796875}, {"start": 4396.52, "end": 4397.16, "word": " بمشي", "probability": 0.7974853515625}, {"start": 4397.16, "end": 4397.4, "word": " الحال", "probability": 0.95703125}, {"start": 4397.4, "end": 4397.72, "word": " فصار", "probability": 0.8857421875}, {"start": 4397.72, "end": 4398.06, "word": " عندي", "probability": 0.83349609375}, {"start": 4398.06, "end": 4398.86, "word": " مجال", "probability": 0.9978841145833334}, {"start": 4398.86, "end": 4399.26, "word": " ل", "probability": 0.74755859375}, {"start": 4399.26, "end": 4399.8, "word": " الفوز", "probability": 0.8958333333333334}, {"start": 4399.8, "end": 4400.14, "word": " بهذا", "probability": 0.940185546875}, {"start": 4400.14, "end": 4400.6, "word": " الشكل", "probability": 0.99169921875}, {"start": 4400.6, "end": 4401.54, "word": " سواء", "probability": 0.9742838541666666}, {"start": 4401.54, "end": 4401.72, "word": " من", "probability": 0.98779296875}, {"start": 4401.72, "end": 4402.08, "word": " هنا", "probability": 0.99755859375}, {"start": 4402.08, "end": 4402.92, "word": " او", "probability": 0.91796875}, {"start": 4402.92, "end": 4403.12, "word": " من", "probability": 0.98779296875}, {"start": 4403.12, "end": 4403.52, "word": " هنا", "probability": 0.99853515625}, {"start": 4403.52, "end": 4404.14, "word": " او", "probability": 0.972412109375}, {"start": 4404.14, "end": 4404.36, "word": " من", "probability": 0.99365234375}, {"start": 4404.36, "end": 4404.78, "word": " هنا", "probability": 0.99658203125}, {"start": 4404.78, "end": 4405.88, "word": " او", "probability": 0.970458984375}, {"start": 4405.88, "end": 4406.16, "word": " بهذا", "probability": 0.9482421875}, {"start": 4406.16, "end": 4406.54, "word": " الشكل", "probability": 0.97802734375}, {"start": 4406.54, "end": 4407.0, "word": " كل", "probability": 0.66064453125}, {"start": 4407.0, "end": 4407.3, "word": " هدولة", "probability": 0.61370849609375}, {"start": 4407.3, "end": 4407.7, "word": " فرص", "probability": 0.9944661458333334}, {"start": 4407.7, "end": 4408.06, "word": " ..", "probability": 0.436279296875}, {"start": 4408.06, "end": 4408.3, "word": " فرص", "probability": 0.9622395833333334}, {"start": 4408.3, "end": 4408.58, "word": " فوز", "probability": 0.9384765625}, {"start": 4408.58, "end": 4409.4, "word": " فبكون", "probability": 0.9226888020833334}, {"start": 4409.4, "end": 4409.72, "word": " بادي", "probability": 0.7083333333333334}, {"start": 4409.72, "end": 4410.22, "word": " اللعبة", "probability": 0.9650065104166666}, {"start": 4410.22, "end": 4410.58, "word": " و", "probability": 0.9521484375}, {"start": 4410.58, "end": 4410.68, "word": " انا", "probability": 0.814208984375}, {"start": 4410.68, "end": 4410.96, "word": " عارف", "probability": 0.9933268229166666}, {"start": 4410.96, "end": 4411.12, "word": " ايش", "probability": 0.78271484375}, {"start": 4411.12, "end": 4411.4, "word": " لازم", "probability": 0.99169921875}, {"start": 4411.4, "end": 4412.22, "word": " ألعب", "probability": 0.9156494140625}, {"start": 4412.22, "end": 4412.68, "word": " و", "probability": 0.8955078125}, {"start": 4412.68, "end": 4413.12, "word": " متوقع", "probability": 0.9404296875}, {"start": 4413.12, "end": 4413.3, "word": " هو", "probability": 0.97705078125}, {"start": 4413.3, "end": 4413.42, "word": " ايش", "probability": 0.9264322916666666}, {"start": 4413.42, "end": 4413.86, "word": " هيلعب", "probability": 0.90185546875}, {"start": 4413.86, "end": 4415.38, "word": " متوقع", "probability": 0.8660481770833334}, {"start": 4415.38, "end": 4415.62, "word": " منه", "probability": 0.984375}, {"start": 4415.62, "end": 4415.74, "word": " ايش", "probability": 0.9485677083333334}, {"start": 4415.74, "end": 4416.08, "word": " هيلعب", "probability": 0.9873046875}, {"start": 4416.08, "end": 4416.84, "word": " مايعطينيش", "probability": 0.8209635416666666}, {"start": 4416.84, "end": 4417.16, "word": " ستة", "probability": 0.8404947916666666}, {"start": 4417.16, "end": 4417.34, "word": " واحد", "probability": 0.809326171875}, {"start": 4417.34, "end": 4417.54, "word": " اروح", "probability": 0.9484049479166666}, {"start": 4417.54, "end": 4417.84, "word": " ألعبله", "probability": 0.848828125}, {"start": 4417.84, "end": 4418.06, "word": " خمس", "probability": 0.9864908854166666}, {"start": 4418.06, "end": 4418.44, "word": " واحد", "probability": 0.787841796875}, {"start": 4418.44, "end": 4420.06, "word": " خلاص", "probability": 0.9884440104166666}, {"start": 4420.06, "end": 4420.44, "word": " معناته", "probability": 0.9811197916666666}, {"start": 4420.44, "end": 4420.7, "word": " انا", "probability": 0.8125}, {"start": 4420.7, "end": 4421.24, "word": " سلمت", "probability": 0.9601236979166666}, {"start": 4421.24, "end": 4421.3, "word": " زي", "probability": 0.722900390625}, {"start": 4421.3, "end": 4421.38, "word": " ما", "probability": 0.962890625}, {"start": 4421.38, "end": 4421.54, "word": " يقول", "probability": 0.9228515625}, {"start": 4421.54, "end": 4421.84, "word": " اللعبة", "probability": 0.9527994791666666}, {"start": 4421.84, "end": 4422.06, "word": " له", "probability": 0.5703125}, {"start": 4422.06, "end": 4422.44, "word": " انتهى", "probability": 0.7642415364583334}], "temperature": 1.0}, {"id": 184, "seek": 443839, "start": 4423.48, "end": 4438.4, "text": "تمام كتير كويس ترجعوا تعيدوا اللعبة هذه بس تغيروها max بدل من تبدو تشوفوا تتغير معاكم ولا تتغيرش معاكم هاي مثلا games زي ما قلناه نقدر نشتغل بال .. بال mini max معاها و نغير", "tokens": [39237, 10943, 9122, 2655, 13546, 9122, 45865, 3794, 6055, 47341, 3615, 14407, 37279, 25708, 14407, 13672, 3615, 49401, 29538, 4724, 3794, 6055, 17082, 13546, 2407, 11296, 11469, 47525, 1211, 9154, 6055, 44510, 2407, 6055, 8592, 38688, 14407, 6055, 2655, 17082, 13546, 20449, 995, 24793, 49429, 6055, 2655, 17082, 13546, 8592, 20449, 995, 24793, 8032, 47302, 50113, 15040, 2813, 30767, 1829, 19446, 12174, 1211, 8315, 3224, 8717, 28543, 2288, 8717, 8592, 2655, 17082, 1211, 20666, 4386, 20666, 8382, 11469, 20449, 995, 11296, 4032, 8717, 17082, 13546], "avg_logprob": -0.16306322761053263, "compression_ratio": 1.6857142857142857, "no_speech_prob": 0.0, "words": [{"start": 4423.48, "end": 4423.9, "word": "تمام", "probability": 0.82421875}, {"start": 4423.9, "end": 4424.5, "word": " كتير", "probability": 0.66552734375}, {"start": 4424.5, "end": 4424.78, "word": " كويس", "probability": 0.9541015625}, {"start": 4424.78, "end": 4425.14, "word": " ترجعوا", "probability": 0.884521484375}, {"start": 4425.14, "end": 4425.4, "word": " تعيدوا", "probability": 0.8614908854166666}, {"start": 4425.4, "end": 4425.64, "word": " اللعبة", "probability": 0.9112955729166666}, {"start": 4425.64, "end": 4425.82, "word": " هذه", "probability": 0.28076171875}, {"start": 4425.82, "end": 4426.0, "word": " بس", "probability": 0.9619140625}, {"start": 4426.0, "end": 4426.48, "word": " تغيروها", "probability": 0.983203125}, {"start": 4426.48, "end": 4426.76, "word": " max", "probability": 0.67578125}, {"start": 4426.76, "end": 4427.06, "word": " بدل", "probability": 0.95849609375}, {"start": 4427.06, "end": 4427.22, "word": " من", "probability": 0.90380859375}, {"start": 4427.22, "end": 4427.64, "word": " تبدو", "probability": 0.91455078125}, {"start": 4427.64, "end": 4428.68, "word": " تشوفوا", "probability": 0.8953857421875}, {"start": 4428.68, "end": 4429.44, "word": " تتغير", "probability": 0.97265625}, {"start": 4429.44, "end": 4429.84, "word": " معاكم", "probability": 0.8701171875}, {"start": 4429.84, "end": 4429.96, "word": " ولا", "probability": 0.8349609375}, {"start": 4429.96, "end": 4430.52, "word": " تتغيرش", "probability": 0.86796875}, {"start": 4430.52, "end": 4431.46, "word": " معاكم", "probability": 0.9772135416666666}, {"start": 4431.46, "end": 4432.42, "word": " هاي", "probability": 0.6846923828125}, {"start": 4432.42, "end": 4432.74, "word": " مثلا", "probability": 0.98876953125}, {"start": 4432.74, "end": 4433.5, "word": " games", "probability": 0.84326171875}, {"start": 4433.5, "end": 4433.98, "word": " زي", "probability": 0.894775390625}, {"start": 4433.98, "end": 4434.04, "word": " ما", "probability": 0.953125}, {"start": 4434.04, "end": 4434.48, "word": " قلناه", "probability": 0.787841796875}, {"start": 4434.48, "end": 4434.92, "word": " نقدر", "probability": 0.7599283854166666}, {"start": 4434.92, "end": 4435.36, "word": " نشتغل", "probability": 0.99462890625}, {"start": 4435.36, "end": 4435.54, "word": " بال", "probability": 0.97021484375}, {"start": 4435.54, "end": 4435.8, "word": " ..", "probability": 0.349853515625}, {"start": 4435.8, "end": 4436.04, "word": " بال", "probability": 0.96484375}, {"start": 4436.04, "end": 4436.28, "word": " mini", "probability": 0.38720703125}, {"start": 4436.28, "end": 4436.54, "word": " max", "probability": 0.85009765625}, {"start": 4436.54, "end": 4437.0, "word": " معاها", "probability": 0.9479166666666666}, {"start": 4437.0, "end": 4437.96, "word": " و", "probability": 0.9638671875}, {"start": 4437.96, "end": 4438.4, "word": " نغير", "probability": 0.9166666666666666}], "temperature": 1.0}, {"id": 185, "seek": 446581, "start": 4439.51, "end": 4465.81, "text": "بنغير فيها ال brawning مهم جدا واتفقنا هنا اشتغلنا عليها بتراجعوا المحاضرة كويس فيها بنكون هيك خلصنا جزئية ال search المرة القادمة ان شاء الله بنروح ل ال rules اللي انتوا كلكوا عارفينها اللي هي if then rule بنبدأ زي ما بقوله من الأول بخطوات بسيطة جدا عشان نصل لكتابنا لل textbook الرسم اللي عندنا يعطيكوا العافية و بنشوفكوا المرة القادمة ان شاء الله تعالى", "tokens": [3555, 1863, 17082, 13546, 8978, 11296, 2423, 1548, 86, 773, 3714, 16095, 10874, 28259, 4032, 9307, 5172, 4587, 8315, 34105, 1975, 8592, 2655, 17082, 1211, 8315, 25894, 11296, 39894, 2288, 26108, 3615, 14407, 9673, 5016, 46958, 25720, 9122, 45865, 3794, 8978, 11296, 44945, 30544, 39896, 4117, 16490, 1211, 9381, 8315, 10874, 11622, 19986, 10632, 2423, 3164, 9673, 25720, 25062, 18513, 46007, 16472, 13412, 16606, 21984, 44945, 32887, 5016, 5296, 2423, 4474, 13672, 1829, 16472, 2655, 14407, 28242, 4117, 14407, 6225, 9640, 5172, 9957, 11296, 13672, 1829, 39896, 498, 550, 4978, 44945, 44510, 10721, 30767, 1829, 19446, 4724, 39648, 3224, 9154, 16247, 12610, 4724, 9778, 9566, 2407, 9307, 4724, 3794, 1829, 9566, 3660, 10874, 28259, 6225, 8592, 7649, 8717, 36520, 5296, 4117, 2655, 16758, 8315, 24976, 25591, 34892, 38251, 13672, 1829, 43242, 8315, 37495, 9566, 1829, 4117, 14407, 18863, 31845, 10632, 4032, 44945, 8592, 38688, 4117, 14407, 9673, 25720, 25062, 18513, 46007, 16472, 13412, 16606, 21984, 37279, 6027, 7578], "avg_logprob": -0.17158018193154964, "compression_ratio": 1.9394904458598725, "no_speech_prob": 8.940696716308594e-07, "words": [{"start": 4439.51, "end": 4439.97, "word": "بنغير", "probability": 0.81292724609375}, {"start": 4439.97, "end": 4440.27, "word": " فيها", "probability": 0.984619140625}, {"start": 4440.27, "end": 4440.69, "word": " ال", "probability": 0.63916015625}, {"start": 4440.69, "end": 4441.07, "word": " brawning", "probability": 0.50360107421875}, {"start": 4441.07, "end": 4441.33, "word": " مهم", "probability": 0.9873046875}, {"start": 4441.33, "end": 4441.73, "word": " جدا", "probability": 0.874755859375}, {"start": 4441.73, "end": 4442.51, "word": " واتفقنا", "probability": 0.89189453125}, {"start": 4442.51, "end": 4442.63, "word": " هنا", "probability": 0.3447265625}, {"start": 4442.63, "end": 4443.03, "word": " اشتغلنا", "probability": 0.89501953125}, {"start": 4443.03, "end": 4443.43, "word": " عليها", "probability": 0.991943359375}, {"start": 4443.43, "end": 4444.25, "word": " بتراجعوا", "probability": 0.92412109375}, {"start": 4444.25, "end": 4444.63, "word": " المحاضرة", "probability": 0.9771728515625}, {"start": 4444.63, "end": 4445.03, "word": " كويس", "probability": 0.99462890625}, {"start": 4445.03, "end": 4445.41, "word": " فيها", "probability": 0.98876953125}, {"start": 4445.41, "end": 4445.87, "word": " بنكون", "probability": 0.708740234375}, {"start": 4445.87, "end": 4446.03, "word": " هيك", "probability": 0.6318359375}, {"start": 4446.03, "end": 4446.65, "word": " خلصنا", "probability": 0.9776611328125}, {"start": 4446.65, "end": 4447.37, "word": " جزئية", "probability": 0.810546875}, {"start": 4447.37, "end": 4447.53, "word": " ال", "probability": 0.8984375}, {"start": 4447.53, "end": 4447.83, "word": " search", "probability": 0.97412109375}, {"start": 4447.83, "end": 4448.95, "word": " المرة", "probability": 0.9521484375}, {"start": 4448.95, "end": 4449.29, "word": " القادمة", "probability": 0.98876953125}, {"start": 4449.29, "end": 4449.43, "word": " ان", "probability": 0.8076171875}, {"start": 4449.43, "end": 4449.53, "word": " شاء", "probability": 0.9755859375}, {"start": 4449.53, "end": 4449.61, "word": " الله", "probability": 0.958984375}, {"start": 4449.61, "end": 4449.97, "word": " بنروح", "probability": 0.9471028645833334}, {"start": 4449.97, "end": 4450.11, "word": " ل", "probability": 0.4638671875}, {"start": 4450.11, "end": 4450.31, "word": " ال", "probability": 0.8291015625}, {"start": 4450.31, "end": 4450.63, "word": " rules", "probability": 0.8125}, {"start": 4450.63, "end": 4451.07, "word": " اللي", "probability": 0.924072265625}, {"start": 4451.07, "end": 4451.27, "word": " انتوا", "probability": 0.8014322916666666}, {"start": 4451.27, "end": 4451.49, "word": " كلكوا", "probability": 0.7861328125}, {"start": 4451.49, "end": 4451.83, "word": " عارفينها", "probability": 0.95361328125}, {"start": 4451.83, "end": 4451.91, "word": " اللي", "probability": 0.832763671875}, {"start": 4451.91, "end": 4452.01, "word": " هي", "probability": 0.8310546875}, {"start": 4452.01, "end": 4452.25, "word": " if", "probability": 0.46826171875}, {"start": 4452.25, "end": 4452.45, "word": " then", "probability": 0.7724609375}, {"start": 4452.45, "end": 4453.37, "word": " rule", "probability": 0.71484375}, {"start": 4453.37, "end": 4454.63, "word": " بنبدأ", "probability": 0.7884928385416666}, {"start": 4454.63, "end": 4454.89, "word": " زي", "probability": 0.805419921875}, {"start": 4454.89, "end": 4454.97, "word": " ما", "probability": 0.9814453125}, {"start": 4454.97, "end": 4455.21, "word": " بقوله", "probability": 0.75537109375}, {"start": 4455.21, "end": 4455.33, "word": " من", "probability": 0.9814453125}, {"start": 4455.33, "end": 4455.61, "word": " الأول", "probability": 0.911376953125}, {"start": 4455.61, "end": 4456.07, "word": " بخطوات", "probability": 0.9849609375}, {"start": 4456.07, "end": 4456.45, "word": " بسيطة", "probability": 0.9919921875}, {"start": 4456.45, "end": 4456.79, "word": " جدا", "probability": 0.986328125}, {"start": 4456.79, "end": 4457.57, "word": " عشان", "probability": 0.982421875}, {"start": 4457.57, "end": 4457.95, "word": " نصل", "probability": 0.9609375}, {"start": 4457.95, "end": 4461.15, "word": " لكتابنا", "probability": 0.85556640625}, {"start": 4461.15, "end": 4461.35, "word": " لل", "probability": 0.2476806640625}, {"start": 4461.35, "end": 4461.79, "word": " textbook", "probability": 0.53662109375}, {"start": 4461.79, "end": 4462.89, "word": " الرسم", "probability": 0.947998046875}, {"start": 4462.89, "end": 4463.01, "word": " اللي", "probability": 0.91162109375}, {"start": 4463.01, "end": 4463.35, "word": " عندنا", "probability": 0.9248046875}, {"start": 4463.35, "end": 4463.87, "word": " يعطيكوا", "probability": 0.758203125}, {"start": 4463.87, "end": 4464.13, "word": " العافية", "probability": 0.94873046875}, {"start": 4464.13, "end": 4464.21, "word": " و", "probability": 0.93603515625}, {"start": 4464.21, "end": 4464.55, "word": " بنشوفكوا", "probability": 0.8390625}, {"start": 4464.55, "end": 4464.81, "word": " المرة", "probability": 0.872314453125}, {"start": 4464.81, "end": 4465.07, "word": " القادمة", "probability": 0.9910481770833334}, {"start": 4465.07, "end": 4465.21, "word": " ان", "probability": 0.8359375}, {"start": 4465.21, "end": 4465.35, "word": " شاء", "probability": 0.988525390625}, {"start": 4465.35, "end": 4465.43, "word": " الله", "probability": 0.9501953125}, {"start": 4465.43, "end": 4465.81, "word": " تعالى", "probability": 0.97705078125}], "temperature": 1.0}], "language": "ar", "language_probability": 1.0, "duration": 4466.01, "duration_after_vad": 4351.042499999996}
\ No newline at end of file
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/tpUG4X3IeaA_raw.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/tpUG4X3IeaA_raw.srt
new file mode 100644
index 0000000000000000000000000000000000000000..32bd976b4959bba36ea3b9abef635b5ad9765e16
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/tpUG4X3IeaA_raw.srt
@@ -0,0 +1,3988 @@
+1
+00:00:05,110 --> 00:00:07,150
+باسم الله الرحمن الرحيم والصلاة والسلام علي أشرف
+
+2
+00:00:07,150 --> 00:00:12,030
+الأنبياء والمرسلين سيدنا محمد نكمل موضوعنا في
+
+3
+00:00:12,030 --> 00:00:15,770
+عملية ال search و اللي بدأنا نتحدث فيها في مساقنا
+
+4
+00:00:15,770 --> 00:00:20,810
+لهذا الفصل و اللي هو ال expert systems تحدثنا عن
+
+5
+00:00:20,810 --> 00:00:24,730
+عملية ال search و قسمناها ل uninformed strategies
+
+6
+00:00:24,730 --> 00:00:28,730
+و informed strategies و المرة السابقة كنا بنتحدث
+
+7
+00:00:28,730 --> 00:00:33,870
+عن ال informed strategiesووصلنا لمرحلة أنه بدأنا
+
+8
+00:00:33,870 --> 00:00:37,830
+نتحدث عن حاجة اللي هي علاقة بال local search ال
+
+9
+00:00:37,830 --> 00:00:40,130
+local search بمعنى أنه ممكن يكون عند ال function
+
+10
+00:00:40,130 --> 00:00:46,370
+فيها أكتر من حل أو أكتر من optimal بالمعنى الرياضي
+
+11
+00:00:46,370 --> 00:00:50,250
+للكلمة ك optimal أي حاجة بقدر أسميها optimal
+
+12
+00:00:50,250 --> 00:00:53,650
+maximum أو minimum إذا كانت هي أفضل من النقطين
+
+13
+00:00:53,650 --> 00:00:57,110
+اللي حواليها بمعنى أنه هنا فيها نقطة بسميها
+
+14
+00:00:57,110 --> 00:01:04,400
+optimalهنا ال optimal تحديدا بتروح ل maximum او
+
+15
+00:01:04,400 --> 00:01:09,340
+ممكن تكون بهذا الشكل ف ال optimal هنا هتكون
+
+16
+00:01:09,340 --> 00:01:14,120
+minimum القصد ان ال minimum او ال maximum هي افضل
+
+17
+00:01:14,120 --> 00:01:18,340
+من النقطين اللي حواليها من نقطة قبلها و نقطة بعدها
+
+18
+00:01:18,340 --> 00:01:22,920
+فبقدر اسميها local بصفة عامة طيب مجموعة ال local
+
+19
+00:01:22,920 --> 00:01:28,290
+optimalبكون في واحدة منهم the best one، the best
+
+20
+00:01:28,290 --> 00:01:30,910
+one هذه بنسميها ال global، و الحقيقة لما اتحدثنا
+
+21
+00:01:30,910 --> 00:01:34,110
+المرة السابقة و كنا بنتكلم عن ال hill climbing
+
+22
+00:01:34,110 --> 00:01:38,990
+search وجدنا انه احنا هنقع في عملية ال local أو ال
+
+23
+00:01:38,990 --> 00:01:44,800
+localizationفصار بدنا قلية نطلع منها ال simulated
+
+24
+00:01:44,800 --> 00:01:48,080
+annealing ال search الحقيقة المفروض ان هي strategy
+
+25
+00:01:48,080 --> 00:01:52,520
+برضه اتحاول اتعالجلنا هذا الموضوع فبكل بساطة
+
+26
+00:01:52,520 --> 00:01:56,260
+الفكرة من هذا .. من هذا التكنيك او هذه
+
+27
+00:01:56,260 --> 00:02:01,220
+الاستراتيجية هي عملية ان انا احاول اطلع من ال
+
+28
+00:02:01,220 --> 00:02:05,330
+local Maximaعلى اعتبار ان احنا المرة السابقة كنا
+
+29
+00:02:05,330 --> 00:02:08,370
+بنتحدث عن ال hill climbing فانا بتكلم عن
+
+30
+00:02:08,370 --> 00:02:13,330
+maximization بدور على ال maximum او ال peak ال
+
+31
+00:02:13,330 --> 00:02:19,590
+maximum peak كويس كيف ممكن نعمل عملية الخروج من ال
+
+32
+00:02:19,590 --> 00:02:23,870
+local maxima من خلال ال algorithm التالي و اللي
+
+33
+00:02:23,870 --> 00:02:27,450
+بنقدر نسميه ك function هو simulated annealingهذا
+
+34
+00:02:27,450 --> 00:02:30,870
+بدي اعطيه ال problem و ال problem زي ما قلنا المرة
+
+35
+00:02:30,870 --> 00:02:34,210
+السابقة هي عبارة عن f of x او المعادلة ال
+
+36
+00:02:34,210 --> 00:02:37,730
+objective functionال objective function أو ال cost
+
+37
+00:02:37,730 --> 00:02:40,850
+function اللي بدنا نشتغل عليها أو performance
+
+38
+00:02:40,850 --> 00:02:44,890
+function سواء أنا بدور على maximum او minimum فبده
+
+39
+00:02:44,890 --> 00:02:47,290
+minimize فبسميها cost function بده maximize
+
+40
+00:02:47,290 --> 00:02:52,050
+فبسميها performance function تمام و بعدين في end
+
+41
+00:02:52,050 --> 00:02:56,530
+schedule هذه محتاجها التكنيك هذا محتاج التكنيك هذا
+
+42
+00:02:56,530 --> 00:03:00,690
+ببساطة جدا في الحالة اللي هنتحدث عنها اليوم هيكون
+
+43
+00:03:00,690 --> 00:03:02,790
+ال schedule تبعنا
+
+44
+00:03:05,340 --> 00:03:14,740
+بهذا الشكل تناقصي تناقصية مع ال time وهذه تمثل ال
+
+45
+00:03:14,740 --> 00:03:19,820
+temperature ونشوف كيف بدنا نتحرك ضمن هذا ال
+
+46
+00:03:19,820 --> 00:03:23,240
+schedule بحيث ان هدول ال input لازم يكونوا given
+
+47
+00:03:24,140 --> 00:03:27,980
+للطريقة اعطيها ال F of X اللي لازم تحللي ليها و
+
+48
+00:03:27,980 --> 00:03:31,980
+اعطيها ال schedule اللي هتمشي عليه أثناء عملية ال
+
+49
+00:03:31,980 --> 00:03:36,200
+search كويس ال return ايش منتظر اخد منهم؟ هاخد
+
+50
+00:03:36,200 --> 00:03:40,760
+منهم حل لل state تبعتنا او ناخد solution في
+
+51
+00:03:40,760 --> 00:03:44,360
+النهاية ال solution هي دهمجموعة ال input سبعته أول
+
+52
+00:03:44,360 --> 00:03:48,000
+شغلة ال problem زي ما قلنا نعرفهم بشكل أوضح ال
+
+53
+00:03:48,000 --> 00:03:50,580
+problem هذه عبارة عن ال problem نفسها و بعدين في
+
+54
+00:03:50,580 --> 00:03:53,360
+حاجة اسمة schedule ال schedule هذه اللي هي ال map
+
+55
+00:03:53,360 --> 00:03:57,560
+ل ال time و ال temperature او from time to
+
+56
+00:03:57,560 --> 00:04:00,940
+temperature ال time هنا بكل بساطة بقدر أسميه ال
+
+57
+00:04:00,940 --> 00:04:05,420
+iterationأو ال loop في عملية ال search زي من المرة
+
+58
+00:04:05,420 --> 00:04:08,760
+السابقة أخدنا برضه كان في عندي loop و بيه عملية
+
+59
+00:04:08,760 --> 00:04:13,420
+بحث أثناء ال loop تمام فإذا هنا ال loop نفسه
+
+60
+00:04:13,420 --> 00:04:17,020
+هنتكلم عنه على أساس إن هو ال small t هذي أو ال
+
+61
+00:04:17,020 --> 00:04:19,900
+time أو ال time طيب إيش المتغيرات اللي المفروض
+
+62
+00:04:19,900 --> 00:04:22,600
+يكونوا موجودين أو ال local variables في كلمة
+
+63
+00:04:22,600 --> 00:04:25,240
+current current أو ال current point ال current
+
+64
+00:04:25,240 --> 00:04:27,940
+point هذه هي ال node اللي احنا الآن هنكون موجودين
+
+65
+00:04:27,940 --> 00:04:33,050
+فيها مرحليا أثناء عملية البحثو في next، next هذه
+
+66
+00:04:33,050 --> 00:04:37,170
+المفروضة هي المرشحة انها تكون next نفحصها إذا كانت
+
+67
+00:04:37,170 --> 00:04:41,290
+مناسبة فأصبحت بحولها ل current لاحقا، إذا كانت غير
+
+68
+00:04:41,290 --> 00:04:44,610
+مناسبة لأ تتحولش ل current و بناخد .. بندور على
+
+69
+00:04:44,610 --> 00:04:50,810
+next أخرى أو another next، كويس T ال capital هذه
+
+70
+00:04:50,810 --> 00:04:52,830
+ال temperature و مافيش فيها مشكلة هذه بنعمل
+
+71
+00:04:52,830 --> 00:04:56,790
+controlling على ال probability of downward steps
+
+72
+00:04:57,520 --> 00:05:02,740
+بحيث أني أتحكم في عملية الخروج من عملية ال
+
+73
+00:05:02,740 --> 00:05:05,740
+localization اللي هنتكلم عنها الآن بنشوفها خلال ال
+
+74
+00:05:05,740 --> 00:05:08,960
+algorithm كيف تمشي مبدأيا كلمة current اللي هو
+
+75
+00:05:08,960 --> 00:05:13,000
+النقطة الحالية أنا وين أبدأ ال search تبعي فهنبدأ
+
+76
+00:05:13,000 --> 00:05:16,560
+من current وهدي بناخدها بشكل initial state لل
+
+77
+00:05:16,560 --> 00:05:21,210
+problem أو randomlyمن الآخر إذا مافيش عندي معلومة
+
+78
+00:05:21,210 --> 00:05:24,530
+واضحة و عندي function فانا ممكن أخدها بشكل random
+
+79
+00:05:24,530 --> 00:05:31,030
+value أحطها تحت مسمى current point تمام بعد ذلك
+
+80
+00:05:31,030 --> 00:05:34,070
+هنبدأ عملية البحث و اللي هنحطها داخل ال loop زي ما
+
+81
+00:05:34,070 --> 00:05:40,650
+قولنا هنبدأ من T بواحد و نستمر طبعا احنا كاتبين
+
+82
+00:05:40,650 --> 00:05:43,410
+هنا to infinity ولكن هي الحقيقة اللي هيحددنا
+
+83
+00:05:43,410 --> 00:05:46,690
+بالظبط جداش هو ال schedule اللي احنا هنتحرك عليه
+
+84
+00:05:47,370 --> 00:05:51,630
+إحنا جديش maximum عندنا فبنوقف حسب ما إحنا شايفين
+
+85
+00:05:51,630 --> 00:05:54,190
+فإحنا maximum هي النقطة ال maximum اللي هتكون
+
+86
+00:05:54,190 --> 00:05:57,270
+موجودة اللي هي هيصبح عندها ال capital T أو ال
+
+87
+00:05:57,270 --> 00:06:01,130
+temperature equal to zero equal to zero كويس
+
+88
+00:06:01,130 --> 00:06:05,730
+فبدأنا من خلال ال schedule اللي قدامنا هناخد قيمة
+
+89
+00:06:05,730 --> 00:06:10,390
+ال T capital بمعنى ببدأ من ال zero فقيمة T capital
+
+90
+00:06:10,390 --> 00:06:16,680
+عاليةقيمة T capital عالية، فإذا capital T تتناسب
+
+91
+00:06:16,680 --> 00:06:21,200
+مع واحد على small t، هذه مهمة جدا، هنتكلم عن
+
+92
+00:06:21,200 --> 00:06:26,520
+تأثيرها لاحقا بعد ذلك، هنبدأ بال schedule، حددنا
+
+93
+00:06:26,520 --> 00:06:31,360
+قيمة T، إذا كانت والله T بتساوي صفر .. لاحظ؟
+
+94
+00:06:33,550 --> 00:06:41,130
+قيمة اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل
+
+95
+00:06:41,130 --> 00:06:43,310
+اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل
+
+96
+00:06:43,310 --> 00:06:43,750
+اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل
+
+97
+00:06:43,750 --> 00:06:43,770
+اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل
+
+98
+00:06:43,770 --> 00:06:43,770
+اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل
+
+99
+00:06:43,770 --> 00:06:46,270
+اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل اقل
+
+100
+00:06:46,270 --> 00:06:51,620
+اقل اقل اقك loop لل T small انتهى بعد هيك خلاص
+
+101
+00:06:51,620 --> 00:06:56,640
+capital دائما zero ففي الحالة هذه اخر current
+
+102
+00:06:56,640 --> 00:07:01,260
+وصلناله او اخر حل اصبح متحقق عنده باخده كأنه هو
+
+103
+00:07:01,260 --> 00:07:05,760
+الحل فإذا كان ال T بتساوي صفر اذا برجع بكلمة او
+
+104
+00:07:05,760 --> 00:07:11,410
+بال .. بال .. بقيمة current node وبنوجف عليهاأما
+
+105
+00:07:11,410 --> 00:07:16,290
+طبعا بعد ذلك إذا لم يتحقق هذا الشرط فخلاص بنشوف
+
+106
+00:07:16,290 --> 00:07:18,830
+اللي بعده على اعتبار أنه زي ما قلنا return بتطلعني
+
+107
+00:07:18,830 --> 00:07:23,170
+من ال .. من كل البرنامج على بعضه بنطلع نخلصنا و
+
+108
+00:07:23,170 --> 00:07:28,610
+بننفذش كل ما بعده لكن إذا لم يتحقق فبدي تلقائيا
+
+109
+00:07:28,610 --> 00:07:32,570
+أنتقل لللي ورا، تلقائيا هنتقل لللي بعده عشان نشوف
+
+110
+00:07:32,570 --> 00:07:38,640
+كلمة nextكلمة next هذه اللي هتكون مرشحة تنافس ال
+
+111
+00:07:38,640 --> 00:07:41,680
+current هل هي أفضل من ال current ولا لأ أسوأ من ال
+
+112
+00:07:41,680 --> 00:07:44,880
+current وبناء على ذلك بنحدد أحطها مكان ال current
+
+113
+00:07:44,880 --> 00:07:48,500
+أو لأ مش محتاجة تروح مكان ال current فهنا هنقول
+
+114
+00:07:48,500 --> 00:07:52,240
+next عبارة عن randomly selected successor of
+
+115
+00:07:52,240 --> 00:07:55,800
+current بمعنى ال current من المستمر السابقة مش
+
+116
+00:07:55,800 --> 00:07:58,870
+اللي قلناه قلناهان احنا بنعمله مجموعه ال
+
+117
+00:07:58,870 --> 00:08:02,090
+successors مجموعه ال successors تعونها دولة واحده
+
+118
+00:08:02,090 --> 00:08:05,590
+يمين واحده شمال واحده up واحده down بنتحرك فيهم
+
+119
+00:08:05,590 --> 00:08:08,350
+بنشوف مين ال maximum منهم عشان نقارنها بعد ذلك
+
+120
+00:08:08,350 --> 00:08:11,630
+طبعا مجرد مين ال maximum منهم أصبحت هي ال next
+
+121
+00:08:11,630 --> 00:08:14,830
+عشان تقارن بال current بعد ذلك تقارن بال current
+
+122
+00:08:14,830 --> 00:08:18,810
+وهذا اللي حاكناه من المحاضرة السابقة في ال hill
+
+123
+00:08:18,810 --> 00:08:26,010
+climbing search كويس ..الان حددنا ال nextوزي ما
+
+124
+00:08:26,010 --> 00:08:29,090
+قلنا الأربعة بدل ما اجيب the highest one براندوملي
+
+125
+00:08:29,090 --> 00:08:32,690
+من الأربعة هدولة إذا والله بتكلم عن 3D لproblem
+
+126
+00:08:32,690 --> 00:08:36,050
+تبعتنا معناه تبصرا عندي تمانية and so on فإذا
+
+127
+00:08:36,050 --> 00:08:39,870
+بيكون عندي ال .. ال .. ال successors هدولة حسب ال
+
+128
+00:08:39,870 --> 00:08:43,630
+dimensionality لل problem نفسها بتتحدد جديش عدد ال
+
+129
+00:08:43,630 --> 00:08:48,230
+successors الممكنين تمام فحددنا next إذا والله
+
+130
+00:08:48,230 --> 00:08:50,810
+next
+
+131
+00:08:52,130 --> 00:08:55,050
+value ايش يعني next value؟ next احنا اتفقنا انه
+
+132
+00:08:55,050 --> 00:09:00,370
+هاد عبارة عن نقطة x طيب لما اقول value of next
+
+133
+00:09:00,370 --> 00:09:06,230
+معنى ذلك اني بقول if of x يعني جبنا ال evaluation
+
+134
+00:09:06,230 --> 00:09:10,490
+او ال functional value ال evaluation او ال
+
+135
+00:09:10,490 --> 00:09:16,450
+functional value لمين؟ ل next تمام فصارت كأنها if
+
+136
+00:09:16,450 --> 00:09:23,300
+of next ناقص if of currentنقص f of current بنطرحهم
+
+137
+00:09:23,300 --> 00:09:26,800
+من بعض و ناخد بالنا دايما انا بتحدث عن
+
+138
+00:09:26,800 --> 00:09:31,780
+maximization نتحدث عن maximum فاذا اذا كانت delta
+
+139
+00:09:31,780 --> 00:09:36,920
+E فعليا positive or negative هذا بيعطيني مؤشر ان
+
+140
+00:09:36,920 --> 00:09:41,740
+هو مين منهم اكبر من التاني مين منهم هيكون اكبر من
+
+141
+00:09:41,740 --> 00:09:48,850
+الثانيفلمّا بقول إذا كانت delta E أكبر من صفر ..
+
+142
+00:09:48,850 --> 00:09:54,950
+أكبر من صفر فبنحط current هي ال next على اعتبار
+
+143
+00:09:54,950 --> 00:09:58,980
+إنه إذا كان هنا أكبر من صفر معناته positiveو هذه
+
+144
+00:09:58,980 --> 00:10:01,020
+هتكون positive ايه انت؟ اذا كان ال term الأول هو
+
+145
+00:10:01,020 --> 00:10:05,360
+الأكبر ..term الأول هو الأكبر لأي قيمة ..term
+
+146
+00:10:05,360 --> 00:10:10,200
+الأول أكبر في عملية طرح ..معنى ذلك أنه الناتج أكيد
+
+147
+00:10:10,200 --> 00:10:14,520
+هيكون قيمة positive في الحالة هذه automatically
+
+148
+00:10:14,520 --> 00:10:18,700
+بنعرف أنه ال next أعطتني قيمة أعلى من ال current
+
+149
+00:10:18,700 --> 00:10:23,800
+..أعلى من ال current فبنحول قيمة next تصبح هي ال
+
+150
+00:10:23,800 --> 00:10:28,670
+current الحالي ..هيقيمة ال current الحالي طيب else
+
+151
+00:10:28,670 --> 00:10:32,470
+إذا لم يتحقق الحقيقة ذلك ماقدرناش نحقق هذا ال
+
+152
+00:10:32,470 --> 00:10:35,570
+condition معناه ذلك أنه إيش اللي حصل فعليا اللي
+
+153
+00:10:35,570 --> 00:10:41,190
+حصل أنه delta E هي أصبحت أقل من أو يساوي ال zero
+
+154
+00:10:41,190 --> 00:10:46,550
+أصبحت أقل من العكس مباشرة عكسها مباشرة طيب مدام
+
+155
+00:10:46,550 --> 00:10:51,400
+أقل من أو يساويمعنى ذلك أنه بعرف أن ال current هي
+
+156
+00:10:51,400 --> 00:10:54,960
+الأفضل ال current كانت أفضل في الحالة هذه إذا ال
+
+157
+00:10:54,960 --> 00:11:00,200
+current أفضل بنحط ال next يعني القاعدة الأساسية أن
+
+158
+00:11:00,200 --> 00:11:03,780
+ال current تبقى لزمها هي لكن بنعمل احتمالية
+
+159
+00:11:03,780 --> 00:11:09,520
+الاحتمالية هذه أنه أحط ال next مكان ال current رغم
+
+160
+00:11:09,520 --> 00:11:13,380
+أن أنا عارف أن هي أسوأ رغم أنه بعرف أن هي أسوأ
+
+161
+00:11:13,380 --> 00:11:20,700
+كويس هذا فقط with probability Eto the power delta
+
+162
+00:11:20,700 --> 00:11:27,600
+E ونكبرها شوية E to the power delta E على capital
+
+163
+00:11:27,600 --> 00:11:33,060
+T شوية شوية ناخدها الان delta E عشان اصلها
+
+164
+00:11:33,060 --> 00:11:37,920
+الاحتمالية هذه واضح انه لازم تكون اقل من صفر اقل
+
+165
+00:11:37,920 --> 00:11:40,580
+من صفر يعني مبدأيا هذا ال term بده يكون بال
+
+166
+00:11:40,580 --> 00:11:45,740
+negativeهذا ال term يكون negative واضح انه لازم
+
+167
+00:11:45,740 --> 00:11:47,920
+يكون negative فمعنى ذلك ان انا بتعامل مع ال
+
+168
+00:11:47,920 --> 00:11:51,680
+function بهذا الشكل و اللي هي مبدأيا هنا واحد عند
+
+169
+00:11:51,680 --> 00:11:56,840
+الصفر و تناقص هي في ال infinitive تصل لل zero في
+
+170
+00:11:56,840 --> 00:11:59,640
+ال infinitive تصل لل zero هي ال exponential ل
+
+171
+00:11:59,640 --> 00:12:06,380
+negative هي ال function بتاعتنا طيب فإذا في أفضل
+
+172
+00:12:06,380 --> 00:12:10,540
+الأحوال أو أكبر قيمة ممكنة لهذا ال term ان يكون
+
+173
+00:12:10,540 --> 00:12:15,290
+فوق zeroعلى اعتبار انه اذا يساوي التحققات ففي
+
+174
+00:12:15,290 --> 00:12:19,290
+الحالة دي واحد واحد معناه ذلك انه ال probability
+
+175
+00:12:19,290 --> 00:12:23,190
+بتقول ليه انه لأ حط ال next مكان ال current على
+
+176
+00:12:23,190 --> 00:12:26,350
+اعتبار ان الاتنين بيساوي بعض الاتنين بيساوي بعض ف
+
+177
+00:12:26,350 --> 00:12:30,130
+ال difference between them اكيد zero وهذا معناه
+
+178
+00:12:30,130 --> 00:12:33,930
+انه لأ خلاص حط ال next مكان ال current مش هيفرجوا
+
+179
+00:12:33,930 --> 00:12:36,950
+كتير عن بعض فلأ الاحتمالية هنا عالية جدا انه احطهم
+
+180
+00:12:36,950 --> 00:12:42,620
+مكان بعض طيبإذا كان لأ هي أقل من الصفر أقل من صفر
+
+181
+00:12:42,620 --> 00:12:46,400
+فمعنى ذلك أن ال term الاحتمالية بتبدأ تجل تبدأ تجل
+
+182
+00:12:46,400 --> 00:12:52,360
+تبدأ تجل تناسبا مع مين؟ تناسبا مع ال term نفسه هل
+
+183
+00:12:52,360 --> 00:12:56,300
+هو قيمة ال negative تبعته عالية؟ إذا عالية لأ
+
+184
+00:12:56,300 --> 00:12:59,800
+معناته ال current كتير أحسن من ال next يعني هو
+
+185
+00:12:59,800 --> 00:13:03,080
+بعيد حتى عن ال next هيو ال current لما يكون أكبر
+
+186
+00:13:03,080 --> 00:13:06,440
+بكتير من ال next معناته ال difference between them
+
+187
+00:13:06,440 --> 00:13:09,660
+هيكون بال negative كتيرهيكون كتير بعيد في ال
+
+188
+00:13:09,660 --> 00:13:14,380
+negative فهذه بتجلل الاحتمالية لإنه أسوأ بمراحل
+
+189
+00:13:14,380 --> 00:13:20,300
+يعني أسوأ بشكل كتير كبير فبتجل طيب إمتى ممكن نتقبل
+
+190
+00:13:20,300 --> 00:13:24,760
+إنه هي سيء أو رغم ذلك أخدها هتعتمد على ال capital
+
+191
+00:13:24,760 --> 00:13:30,000
+Tفي عنا capital T فاتفقنا الآن numerator فحصناه
+
+192
+00:13:30,000 --> 00:13:34,060
+وشوفنا تأثيره ومنطقي جدا ..منطقي جدا إذا صفر خلاص
+
+193
+00:13:34,060 --> 00:13:37,660
+معناه تلتين بيسوا بعض مش مشكلة لما تتغير next مكان
+
+194
+00:13:37,660 --> 00:13:41,840
+current بمش الحال ولو كانت قيمة كبيرة ولكن أنا
+
+195
+00:13:41,840 --> 00:13:44,400
+عارف أن هي بال negative في النهاية فمعنى ذلك أنه
+
+196
+00:13:44,400 --> 00:13:48,560
+تبدأ تجلالاحتمالية طيب بتجيل الاحتمالية ليش لازم
+
+197
+00:13:48,560 --> 00:13:52,380
+تجيل الاحتمالية؟ منطق جدا لأن ال current كتير افضل
+
+198
+00:13:52,380 --> 00:13:55,780
+من ال next فاحتمالية ان احط ال next بدل ال current
+
+199
+00:13:55,780 --> 00:13:59,360
+المفروض تكون مش واردة كتير تكون اقل الاحتمالية
+
+200
+00:13:59,360 --> 00:14:03,020
+تمام خلصنا من ال numerator ال denominator ال
+
+201
+00:14:03,020 --> 00:14:06,940
+capital T احنا قلنا هذا عبارة عن schedule بيكون
+
+202
+00:14:06,940 --> 00:14:13,260
+بهذا الشكلتناقصي فعليا إله علاقة بال for loop أنا
+
+203
+00:14:13,260 --> 00:14:16,060
+في أي مرحلة الآن من المراحل إذا والله أنا في
+
+204
+00:14:16,060 --> 00:14:20,240
+المراحل .. في المراحل الأولى معناته أنا لسه في
+
+205
+00:14:20,240 --> 00:14:25,020
+small t واحد أو صفر في الحالة هذه لأ معناته
+
+206
+00:14:25,020 --> 00:14:30,700
+capital T بتكون عالية طيب إذا كانت عالية ال term
+
+207
+00:14:30,700 --> 00:14:38,490
+أقل صحيح ال term يصير أقل فالاحتمالية أعلىال term
+
+208
+00:14:38,490 --> 00:14:40,850
+كل ما هنا ال term هذا أقل معناته أن أنا بتكلم في
+
+209
+00:14:40,850 --> 00:14:44,670
+المنطقة اللي هنا الأقل فالاحتمالية بتصير أعلى okay
+
+210
+00:14:44,670 --> 00:14:49,470
+بمعنى أنه أنا في بداية البحث بأتقبل أن يكون في خطأ
+
+211
+00:14:49,470 --> 00:14:54,850
+أتقبل أنه حتى لو القيمة كويسة أعمل jump بعيد عنها
+
+212
+00:14:55,550 --> 00:14:58,850
+أخد قيمة كتير بعيد عنها عشان أحاول أطلع من عملية
+
+213
+00:14:58,850 --> 00:15:01,390
+الـ Localization اللي زي ما قلنا بحيث أنه لو أنا
+
+214
+00:15:01,390 --> 00:15:04,890
+وصلت هنا لأ أخد قيمة كتير بعيدة يمكن القيمة ترميني
+
+215
+00:15:04,890 --> 00:15:08,870
+هنا مثلا أو ترميني في منطقة تانية فاتجربني من اللي
+
+216
+00:15:08,870 --> 00:15:12,250
+كان Global أما والله في الآخر إذا أنا كنت فعليا
+
+217
+00:15:12,250 --> 00:15:16,520
+هناو جاعت بلف و بدور و بلف و بدور رامتها إجت هنا و
+
+218
+00:15:16,520 --> 00:15:18,660
+بعدين جيبنا القيمة هذه طب مين أعلى هذه ولا هذه
+
+219
+00:15:18,660 --> 00:15:20,600
+الحل اللي كنتوا جايبوه في الأول ولا في التاني
+
+220
+00:15:20,600 --> 00:15:24,660
+فبناخد نفس فكرة أنه أنا بضل مخزن الأعلى ال بيك
+
+221
+00:15:24,660 --> 00:15:27,600
+اللي دايما أعلى بتضل هي الوحيد اللي مخزنها و بنبحث
+
+222
+00:15:27,600 --> 00:15:34,840
+.. بندور .. و بندور .. تمام فإذا بنغير ال next
+
+223
+00:15:34,840 --> 00:15:39,970
+مكان ال currentحسب الاحتمالية هذه ومنطقية جدا لما
+
+224
+00:15:39,970 --> 00:15:42,850
+بخلص البحث تبعي او ال search تبعي او ال loop تبعي
+
+225
+00:15:42,850 --> 00:15:45,750
+وين بده ينتهي اكيد زي ما قلنا هينتهي بنقطة هنا
+
+226
+00:15:45,750 --> 00:15:52,490
+النقطة اللي هنا هتخلي ال capital T Zero هنا Zero
+
+227
+00:15:52,490 --> 00:15:59,870
+معناه ذلك ان الاحتماليةzero معناته لأ انا خلاص عدد
+
+228
+00:15:59,870 --> 00:16:03,610
+المرات ال loop اللي انا او ال iteration اللي
+
+229
+00:16:03,610 --> 00:16:07,370
+مسموحالي بتخلص جاعدة فمافيش مجال اقعد انطنت كتير
+
+230
+00:16:07,370 --> 00:16:12,010
+خلاص اخر بفضل الآن احتمالية انه اضلني على ال
+
+231
+00:16:12,010 --> 00:16:15,260
+current اعلىإني أضل على ال current أضل على ال
+
+232
+00:16:15,260 --> 00:16:20,180
+current معناته مغيرش ماعملش التغيير هادي تمام فهي
+
+233
+00:16:20,180 --> 00:16:24,980
+تقريبا هيك بشكل أو باخر فكرة ال simulated
+
+234
+00:16:24,980 --> 00:16:29,820
+annealing واللي زي ما قلنا سابقة نمكنهي بتعتمد على
+
+235
+00:16:29,820 --> 00:16:35,020
+ظاهرة الحديد، ظاهرة اللي هي تبريد الحديد أو تحسين
+
+236
+00:16:35,020 --> 00:16:38,780
+الحديد، تحسين الحديد ببساطة بتنبه هذا الشكل، إن
+
+237
+00:16:38,780 --> 00:16:41,600
+أنا بسخن و ببرد و بسخن و ببرد، فهي اللي بصيفها
+
+238
+00:16:41,600 --> 00:16:45,240
+اللي هي عملية تسخين و تبريد، تسخين و تبريد بناء
+
+239
+00:16:45,240 --> 00:16:48,500
+على ال schedule، بناء على ال schedule اللي موجود
+
+240
+00:16:49,290 --> 00:16:53,770
+موجود عندنا تمام هذه بالشكل أساسي اكتير كويس انه
+
+241
+00:16:53,770 --> 00:16:56,890
+ال simulated annealing تحاولوا تعملوها algorithm
+
+242
+00:16:56,890 --> 00:17:00,950
+طبعا بترجعوا للمحاضرة شرحها من البداية وإذا كان في
+
+243
+00:17:00,950 --> 00:17:05,170
+أي مشكلة بلغوني فيها يعني خليني اناقشها بعدين حسب
+
+244
+00:17:05,170 --> 00:17:09,290
+ما تسمعوا المحاضرة كمان مرة طيب اكتير كويس انكوا
+
+245
+00:17:09,290 --> 00:17:13,310
+تحاولوا تعملوا algorithm عليها اتحلوا أكام من سؤال
+
+246
+00:17:13,310 --> 00:17:15,790
+من ال calculus اللي كنتوا تاخدوهم زمان اللي كانوا
+
+247
+00:17:15,790 --> 00:17:19,860
+بتطلبوا فيها maximize و minimize ومش عارفطريقة جدا
+
+248
+00:17:19,860 --> 00:17:26,020
+مشدية الحقيقة في عملية ال globalization لأ
+
+249
+00:17:26,020 --> 00:17:28,440
+هي زي ما قلنا احنا مش مضروري على النقاط احنا
+
+250
+00:17:28,440 --> 00:17:31,500
+بنعتمد بشكل أساسي على مجموعة .. بنختار من ال
+
+251
+00:17:31,500 --> 00:17:37,620
+successors لل current بنختار منهم بناء على إذا كان
+
+252
+00:17:37,620 --> 00:17:42,810
+ال successor هذا اللي هو حطيناه nextأفضل أكيد بغير
+
+253
+00:17:42,810 --> 00:17:46,770
+مباشرة إذا لأ هو أسوأ بخلّي برضه فيه احتمالية
+
+254
+00:17:46,770 --> 00:17:51,110
+تغيير ولكن باحتمالية إذا أنا لسه في بداية البحث
+
+255
+00:17:51,110 --> 00:17:56,430
+بجازف بهذه الاحتمالية و بغيرها رغم إن هي أسوأ بكون
+
+256
+00:17:56,430 --> 00:17:59,490
+مخزن أفضل حل موجود عندي بحيث إنه دايماً دل عندي حل
+
+257
+00:17:59,490 --> 00:18:04,690
+واحد دلت دائما كله بشتغله برجع لنفس الحل كله
+
+258
+00:18:04,690 --> 00:18:07,110
+بشتغله برجع لنفس الحل خلاص معناته واضح إنه هذا هو
+
+259
+00:18:07,110 --> 00:18:11,960
+ال .. هو ال globalأو خلّيني اقول ان احنا بنشتغل في
+
+260
+00:18:11,960 --> 00:18:15,080
+احتمالات في الآخر، معنى ذلك ان الاحتمال يعالج جدا
+
+261
+00:18:15,080 --> 00:18:19,860
+ان هو ال global لانه قد تصدف في بعض المشاكل انه
+
+262
+00:18:19,860 --> 00:18:23,220
+بضلني ألف ودور بس أنا بعيد تماما لسه عن ال global
+
+263
+00:18:23,220 --> 00:18:29,060
+يعني هذه حالات شوية ممكن تكون نادرة في هيك حالة،
+
+264
+00:18:29,060 --> 00:18:33,240
+بيضل مين اللي بيحدد ليه؟إنه بقدر أصل و لا بقدرش
+
+265
+00:18:33,240 --> 00:18:37,120
+أصل مفهومي لكلمة successor هل ال successor بمعنى
+
+266
+00:18:37,120 --> 00:18:40,840
+نفس القيم اللي حوليا بس ولا يبسمحلي أنه أعمل jump
+
+267
+00:18:40,840 --> 00:18:45,660
+مثلا عشرة جد ..يمين و عشرة شمال عشرة up عشرة down
+
+268
+00:18:45,660 --> 00:18:49,940
+مش مضروري واحد واحد واحد واحد فهذه برضه بتعطيني
+
+269
+00:18:50,670 --> 00:18:54,710
+حرية أكتر في الحركة، أنه والله أوسع ال range اللي
+
+270
+00:18:54,710 --> 00:18:57,670
+بتحرك فيه، لإنه احنا عارفين مبدأين، إذا بتتحرك
+
+271
+00:18:57,670 --> 00:19:01,670
+واحدة واحدة، مش هبعد كتير، يعني هكون موجود هنا،
+
+272
+00:19:01,670 --> 00:19:04,270
+بدي successor هنا و successor هنا، ماتغيرتش كتير
+
+273
+00:19:04,270 --> 00:19:08,530
+الموضوع، الموضوع مابعتش كتير، لكن بيضل الآن مين
+
+274
+00:19:08,530 --> 00:19:11,630
+اللي ممكن يحددلي جدش أنا بقدر أتحرك، اللي هي
+
+275
+00:19:11,630 --> 00:19:15,150
+مفهومي لكلمة successorالـ Successor جدّاش بعيد عن
+
+276
+00:19:15,150 --> 00:19:19,810
+ال current جدّاش بعيد عن ال current تمام الان في
+
+277
+00:19:19,810 --> 00:19:23,910
+برضه في ال local search في حاجة اسمها ال local
+
+278
+00:19:23,910 --> 00:19:30,910
+theme search نفس ال .. ال tree و احنا بنشتغل سابقا
+
+279
+00:19:30,910 --> 00:19:36,430
+كنا في ال tree هكون عندى ال tree و ال tree هذه مش
+
+280
+00:19:36,430 --> 00:19:39,810
+هختار منها successor واحد لأ احنا ممكن نختار اكتر
+
+281
+00:19:39,810 --> 00:19:49,410
+من successorفممكن ناخد تلاتة successors وكل واحد
+
+282
+00:19:49,410 --> 00:19:52,110
+من ال successors .. ال successors هدول أو الحلول
+
+283
+00:19:52,110 --> 00:19:55,830
+الممكنة هدول نعمللهم مجموعات successors هم نفسهم
+
+284
+00:19:55,830 --> 00:19:58,570
+كمان نعمللهم مجموعات successors فخليني أقول هذا
+
+285
+00:19:58,570 --> 00:20:01,030
+بدي أطلعله three successors هذا بدي أطلعله three
+
+286
+00:20:01,030 --> 00:20:04,650
+successors هذا three successors الأن صار عندي تسعة
+
+287
+00:20:04,650 --> 00:20:08,690
+التسعة هدول هنعيد نفس الكرة ثاني برضه بدي أطلع
+
+288
+00:20:08,690 --> 00:20:15,730
+منهم أفضل تلاتةthe best three successors، ممكن
+
+289
+00:20:15,730 --> 00:20:20,150
+تكون واحدة، تنتين، تلاتة، هدول التلاتة أصبحوا كأنه
+
+290
+00:20:20,150 --> 00:20:23,550
+تكرار لهدول، هم اللي مسموح اللي هم يعملوا
+
+291
+00:20:23,550 --> 00:20:27,600
+successorsهم اللي مسموحهم يكملوا يعملوا successors
+
+292
+00:20:27,600 --> 00:20:35,680
+عشان يطلعولي كمان تسعة التسعة هدول ال three منهم
+
+293
+00:20:35,680 --> 00:20:40,280
+افضل تلاتة منهم برضه بنكمل نعملهم successors فبيضل
+
+294
+00:20:40,280 --> 00:20:44,200
+عندى هنا ال three ال French تبعتها مش هتكون كتير
+
+295
+00:20:44,200 --> 00:20:47,460
+كبيرة انا عارف انه تلاتة تسعة تلاتة تسعة تلاتة
+
+296
+00:20:47,460 --> 00:20:53,450
+تسعة محكومةتلاتة تسعة فهذه بتجلل طبعا المثال اللي
+
+297
+00:20:53,450 --> 00:20:56,890
+عندنا تلاتة تسعة بس ممكن انتوا تاخدوه K تغيروه
+
+298
+00:20:56,890 --> 00:20:59,650
+تقولوه أربعة تقولوه مثلا maximum يكون خمسة maximum
+
+299
+00:20:59,650 --> 00:21:05,290
+يكون نقطين حسب جداش صعوبة ال problem نفسها حسب
+
+300
+00:21:05,290 --> 00:21:10,400
+صعوبة ال problem نفسها فهذه برضهممكن تكون بهذا
+
+301
+00:21:10,400 --> 00:21:16,760
+الشكل قد نشتغل على فكرة انه والله the best three
+
+302
+00:21:16,760 --> 00:21:22,060
+successors او نعملها randomization نعملها
+
+303
+00:21:22,060 --> 00:21:27,180
+randomization بمعنى انه صار عنده تسعة بشكل random
+
+304
+00:21:27,180 --> 00:21:31,340
+اللي نختار تلاتة منهم وخلاص هنختار منهم تلاتة
+
+305
+00:21:32,700 --> 00:21:36,660
+التلاتة هدولة الفكرة في عملية ال randomization ان
+
+306
+00:21:36,660 --> 00:21:41,680
+هي بشكل او باخر بتطلعني من فكرة ال local .. ال
+
+307
+00:21:41,680 --> 00:21:46,260
+local optimal سواء maximum او minimum .. كويس؟
+
+308
+00:21:46,260 --> 00:21:49,960
+فناس كتير بفضله ان هي randomization okay باخد شوية
+
+309
+00:21:49,960 --> 00:21:54,010
+iterations اكتر بس ..دائما او خليني اقول في معظم
+
+310
+00:21:54,010 --> 00:21:58,010
+الأحوال بتوصلني ل global بتوصلني ل global بتخلينيش
+
+311
+00:21:58,010 --> 00:22:02,170
+انا احكم ورا the best three او the best two
+
+312
+00:22:02,170 --> 00:22:06,470
+successors و اللي ممكن يكونوا local مش global فهذه
+
+313
+00:22:06,470 --> 00:22:13,070
+الفكرة بشكل أساسي تمام الان بنكون خلصنا الجزئية
+
+314
+00:22:13,070 --> 00:22:16,420
+اللي كانت متبقية لنا في ال informedSearch عشان
+
+315
+00:22:16,420 --> 00:22:21,900
+نروح لـ Game Playing و اللي هنتكلم فيها عن فكرة ال
+
+316
+00:22:21,900 --> 00:22:25,380
+games بشكل أساسي أمتى بدأت و هي .. يعني إيش اللي
+
+317
+00:22:25,380 --> 00:22:28,840
+اختلف فيها؟ يعني ليش في موضوع لحاله اسمه games؟
+
+318
+00:22:28,840 --> 00:22:31,860
+ليش ماخدناه مع ال search التاني و خلصناه؟ هنشوف
+
+319
+00:22:31,860 --> 00:22:35,440
+إيش الفكرة فيه؟ هنروح لل algorithm اللي بيشتغلوا
+
+320
+00:22:35,440 --> 00:22:39,580
+فيه ال adversarial search ال adversarial search أو
+
+321
+00:22:39,580 --> 00:22:45,570
+بحث الخصومة adversarial بمعنى خصمالخصم، ليش؟ لأن
+
+322
+00:22:45,570 --> 00:22:49,730
+في ال games فيه خصم، أنا بلعبش لحالي، هي مش زي ال
+
+323
+00:22:49,730 --> 00:22:52,970
+it puzzle اللي حكينا عنها، هي مش زي الألعاب اللي
+
+324
+00:22:52,970 --> 00:22:56,670
+بتكون فردية، إيش في مثلا الألعاب ال solitaire و ما
+
+325
+00:22:56,670 --> 00:22:58,770
+ال solitaire اللي بتكون موجودة مع ال .. هذه كلها
+
+326
+00:22:58,770 --> 00:23:02,390
+فردية، لأ احنا هنا أو ال free cell و الحاجات زي
+
+327
+00:23:02,390 --> 00:23:06,210
+هذه، هذه بتكون toy أحيانا بيسموها باعتبار أنه هذه
+
+328
+00:23:06,210 --> 00:23:09,110
+فردي، لأ احنا متكلمين هنا عن games فيها اتنين
+
+329
+00:23:09,110 --> 00:23:13,220
+بيلعبوا جبال بعض، بمعنىبدنا ناخد بالنا إنه لأ أنا
+
+330
+00:23:13,220 --> 00:23:16,780
+هعمل خطة بس اللي قدامي هو معنى برضه يخرّبلي الخطة
+
+331
+00:23:17,370 --> 00:23:20,830
+هو معنى إنه بيخرّبلي الخطة فال adversarial search
+
+332
+00:23:20,830 --> 00:23:25,070
+بشكل أساسي هنتعامل مع ال minimax decision ثم
+
+333
+00:23:25,070 --> 00:23:27,430
+هنتكلم عن ال browning و هنفهم ليش أنا محتاج أعمل
+
+334
+00:23:27,430 --> 00:23:30,850
+browning تقليم ال browning زي تقليم الشجرة و احنا
+
+335
+00:23:30,850 --> 00:23:33,970
+فعلا بنتعامل مع ال tree مش هيك فال tree يعني
+
+336
+00:23:33,970 --> 00:23:37,490
+الكلمة الأنسب إلها عشان أجزجصها إن أتكلم أقول
+
+337
+00:23:37,490 --> 00:23:41,490
+تقليم عملية التقليم طيب مبدأيا ال games هذه
+
+338
+00:23:41,490 --> 00:23:47,610
+mathematically بدأت ك branch لل economicsللاقتصاد
+
+339
+00:23:47,610 --> 00:23:51,910
+أول ما بدأت بدأت ضمن ال economics ليش؟ لأنها فعليا
+
+340
+00:23:51,910 --> 00:23:55,170
+بتتعامل مع multi agent احنا فيه عندى وكالاء
+
+341
+00:23:55,170 --> 00:24:01,500
+مختلفين ومتعددينشركات متعددة، ناس بتنافس بعض في
+
+342
+00:24:01,500 --> 00:24:08,140
+السوق، فيمكن البيئة هذه كانت مناسبة لحلول حاجة
+
+343
+00:24:08,140 --> 00:24:11,060
+اللي علاقة بال games، اللي علاقة بال games فبدأت
+
+344
+00:24:11,060 --> 00:24:15,840
+فكرة ال games واللي الحقيقة كان واضح جدا أن هذه
+
+345
+00:24:15,840 --> 00:24:19,840
+بتتأثر بشكل كبير كل واحد من ال agent بالتانيسواء
+
+346
+00:24:19,840 --> 00:24:24,400
+.. و .. و .. يعني خلّيني أقول بتأثره بشكل واضح،
+
+347
+00:24:24,400 --> 00:24:27,340
+significant effect، significant effect هذه مش
+
+348
+00:24:27,340 --> 00:24:30,720
+مضرورة أن نكون خصومة زي ما احنا فاهمينها، لأ هي
+
+349
+00:24:30,720 --> 00:24:34,640
+ممكن يكون بغض النظر أنه والله يمكن بيأثر عليها ك
+
+350
+00:24:34,640 --> 00:24:38,960
+cooperative بشكل تعاوني، أنه ممكن نتعاون شركتين مع
+
+351
+00:24:38,960 --> 00:24:44,650
+بعض ويرفعوا مع بعضأو competitive تنافسي تنافسي
+
+352
+00:24:44,650 --> 00:24:49,430
+فإذا حتى فكرة الشغل في ال games قد تكون فيها
+
+353
+00:24:49,430 --> 00:24:53,650
+تعاونية أحيانا بالضبط زي الناس اللي بلعبوا مع بعض
+
+354
+00:24:53,650 --> 00:24:57,330
+في ال games في ألعاب مثلا إيش بيسموها؟ زي الشدة
+
+355
+00:24:57,330 --> 00:24:59,930
+أحيانا ممكن يكونوا اتنين شرايك أو حاجة زي هيك
+
+356
+00:24:59,930 --> 00:25:04,410
+فهدولة بيكون في تعاونية بينهم وتنافسية مع الأطراف
+
+357
+00:25:04,410 --> 00:25:10,470
+الأخرى فإذا في فكرة مختلفة عن اللي كنا نحكي سابقا
+
+358
+00:25:10,700 --> 00:25:14,500
+هنا في اشي واضح انه لازم ناخد بالنا منه كويس هذا
+
+359
+00:25:14,500 --> 00:25:19,080
+كله لازم ناخد بالنا منه في حل اي مشكلة وهذا واضح
+
+360
+00:25:19,080 --> 00:25:22,380
+انه بيخلي اي مشكلة عندى very hard to be solved
+
+361
+00:25:22,380 --> 00:25:25,560
+traditionally زي الطرق اللي احنا أخدناها بشكل
+
+362
+00:25:25,560 --> 00:25:29,760
+تقليدي لأ هنروح لل adversarial search اللي هي ان
+
+363
+00:25:29,760 --> 00:25:36,040
+اي player wins اكيد اكيد اكيد في واحد في المقابل
+
+364
+00:25:37,190 --> 00:25:41,430
+loser أكيد مدام فيه فائز معناته لازم فيه خسرا
+
+365
+00:25:41,430 --> 00:25:46,450
+فالفكرة بتعتمد بشكل أساسي انا كيف ممكن أزود فرص
+
+366
+00:25:46,450 --> 00:25:51,210
+فوزي و الطرف الآخر او لو انا بدي احط حالي مكان
+
+367
+00:25:51,210 --> 00:25:56,970
+الطرف الآخر لأ انا بدي اقلل فرص فوز الشخص الآخر او
+
+368
+00:25:56,970 --> 00:26:03,150
+الخصم اذا قللت فرص فوزه معناته انا بجربه للخسارة
+
+369
+00:26:03,150 --> 00:26:07,230
+مجرد انه خسر معناته انا فوزتهذه الفكرة مجرد ان هو
+
+370
+00:26:07,230 --> 00:26:10,350
+فزت معناته انا .. هو خسر معناته انا فزت فهي
+
+371
+00:26:10,350 --> 00:26:14,170
+المنطقية مش بالضروري ان انا بدي افوز حالي بس لأ هي
+
+372
+00:26:14,170 --> 00:26:18,120
+ممكن تأخذ استراتيجيا بشكل مختلفكيف انا ممكن اخسر
+
+373
+00:26:18,120 --> 00:26:23,220
+اللي قدامي لأن هذا معنى ان انا فوزت تمام ال game
+
+374
+00:26:23,220 --> 00:26:28,260
+three بتعتمد على two player مش على واحد فبدوا يكون
+
+375
+00:26:28,260 --> 00:26:34,500
+فيه دورين فيه level ل X و level ل O لو بنتكلم عن X
+
+376
+00:26:34,500 --> 00:26:37,920
+O مثلا بدوا يكون في هذا level و هذا level و بنعمل
+
+377
+00:26:37,920 --> 00:26:40,420
+بناء عليها ال three اما ال three مش انا بجيّرها
+
+378
+00:26:40,420 --> 00:26:43,900
+لحالي ان والله انا بعملها كلها لأ اكيد لأ هتكون
+
+379
+00:26:43,900 --> 00:26:48,580
+طبعا deterministicبشكل محسوب، بدنا نعرف كيف بدنا
+
+380
+00:26:48,580 --> 00:26:53,680
+نحسبها، turns أدوار، أنا مش هاخد كل لتري على
+
+381
+00:26:53,680 --> 00:26:56,880
+حسابي، لأ بد يكون فيه دور هنا و دور هنا، دور هنا و
+
+382
+00:26:56,880 --> 00:27:01,100
+دور هنا، كويس ال initial state أكيد، هنبدأ من وين؟
+
+383
+00:27:01,100 --> 00:27:03,760
+حكينا عنها سابقا، ال action أو ال actions
+
+384
+00:27:03,760 --> 00:27:08,640
+function، ال action اللي هو من دور لدور، من level
+
+385
+00:27:08,640 --> 00:27:12,600
+ل level، من depth ل depth، كويسو اللي هي دي طبعا
+
+386
+00:27:12,600 --> 00:27:17,380
+حيصير هيتخللها turns أدوار أنا مش هضلني لعبتين ورا
+
+387
+00:27:17,380 --> 00:27:22,020
+بعض كويس عشان يوصلني في الآخر ل ال result ال
+
+388
+00:27:22,020 --> 00:27:25,200
+function اللي بنشطل عليها طيب لو أخدنا مثلا مثل ال
+
+389
+00:27:25,200 --> 00:27:29,400
+tic tac toy اللي هي ال XO ان انتوا بتعرفوا XO ال
+
+390
+00:27:29,400 --> 00:27:35,920
+XO لما بدي أقول كلالـ leaves تبعتها، بدي أبداها من
+
+391
+00:27:35,920 --> 00:27:41,540
+ال route من الأول و أكمل لها كل ال leaves تبعونها،
+
+392
+00:27:41,540 --> 00:27:46,540
+هدول ال leaves حقيقة هي الحلول الممكنةسواء انا
+
+393
+00:27:46,540 --> 00:27:50,420
+خسران او متعادل او فائز اما هو في النهاية هذه
+
+394
+00:27:50,420 --> 00:27:53,280
+الاحتمالات او ال possibilities الممكنة تنتهي فيها
+
+395
+00:27:53,280 --> 00:27:57,320
+اللعبة جدش عددهم لان هدولة بدنا نصلهم بدنا نكمل ال
+
+396
+00:27:57,320 --> 00:28:01,320
+tree بتاعتنا نعمل expanding بشكل كامل عشان امسكهم
+
+397
+00:28:01,320 --> 00:28:04,780
+واحدة واحدة اللي في أولى هدى بدى اقيمها انا فوزت
+
+398
+00:28:04,780 --> 00:28:07,700
+ولا خسرت اذا فوزت بحطلها رمز معين اذا خسرت رمز
+
+399
+00:28:07,700 --> 00:28:11,080
+معين اذا اتعددت رمز معين ممكن احطلها مثلا واحد
+
+400
+00:28:11,080 --> 00:28:15,170
+سالب واحد صفر نفترضطيب التاني اللي في التاني
+
+401
+00:28:15,170 --> 00:28:21,570
+التالت الرابع الخامس جدش عددهم عددهم فعليا هابدأ
+
+402
+00:28:21,570 --> 00:28:26,370
+في الحالة الأولى و هدولة أكم successor إلها يعني
+
+403
+00:28:26,370 --> 00:28:31,290
+لما أبدأ و لسه الخنات عندي zeros مافيش .. ماحدش
+
+404
+00:28:31,290 --> 00:28:35,310
+كتب حاجة هيكون عندي تسعة مبدئيا هنا طيب بعد هيك كل
+
+405
+00:28:35,310 --> 00:28:40,040
+واحد منهم جدش هيكون إلهتمانية بالظبط طب و بعد هيك
+
+406
+00:28:40,040 --> 00:28:43,780
+سبعة و هنا طبعا نفس الكلام تمانية و نفس الفكرة
+
+407
+00:28:43,780 --> 00:28:47,820
+هتبدأ تنتشر فإذا أنا واضح بتكلم عن تسعة في تمانية
+
+408
+00:28:47,820 --> 00:28:52,300
+في سبعة في ستة مضروب التسعة فبتكلم عن ال nine
+
+409
+00:28:52,300 --> 00:28:56,920
+factorialفإذا ال 9 factorial هو عدد ال terminal
+
+410
+00:28:56,920 --> 00:29:01,320
+nodes أو ال leaves ال leaves بتاعنا و واضح هيكون
+
+411
+00:29:01,320 --> 00:29:05,560
+رقم مش قليل يعني حوالي تلاتمية اتنين و ستين الف و
+
+412
+00:29:05,560 --> 00:29:10,680
+تمانية و تمانين leaves تمام لكن في المقابل على ال
+
+413
+00:29:10,680 --> 00:29:15,930
+chessإيش الوضع؟ لأ الوضع على شطرانش في لعبة شطرانش
+
+414
+00:29:15,930 --> 00:29:21,290
+ممكن أحتاج ل 10 to the power of 40 nodes ضخمة جدا
+
+415
+00:29:21,290 --> 00:29:27,490
+كبيرة جدا فإذا لأ في بعض الألعاب في عندى إشكالية
+
+416
+00:29:27,490 --> 00:29:31,990
+لازم أفكرلها بستراتيجية أكثر وضوحا و أخفحملا على
+
+417
+00:29:31,990 --> 00:29:35,610
+في ال times و ال space على ال time complexity و ال
+
+418
+00:29:35,610 --> 00:29:38,370
+space complexity هنشوف خلال الشغل تبعنا وهذا اللي
+
+419
+00:29:38,370 --> 00:29:42,750
+هتاخدنا إليه فكرة ال brawning ال alpha beta
+
+420
+00:29:42,750 --> 00:29:46,730
+brawning طيب هاي بالشكل أساسي ال tic tac toy و
+
+421
+00:29:46,730 --> 00:29:52,130
+اللي رسمناها هنا هيكون فيه نبدأ بال max أو اللي ..
+
+422
+00:29:52,130 --> 00:29:55,410
+اللي بدي أعمله maximization على اعتبار أنه أنا x
+
+423
+00:29:56,020 --> 00:29:58,900
+على اعتبار ان احنا X فمعنا ذلك انا بدي احاول اعمل
+
+424
+00:29:58,900 --> 00:30:03,980
+maximization طيب لما ييجي دور O هو بيحاول يعمل لي
+
+425
+00:30:03,980 --> 00:30:08,180
+minimization بيعمل اليه minimization فهو بلعب بحيث
+
+426
+00:30:08,180 --> 00:30:13,240
+انه يعمل minimum اليه فصارت minimum من خلال ال O
+
+427
+00:30:13,240 --> 00:30:16,980
+فصارت دور هنا لل O عشان يسلمني بعدين اللعبة انا
+
+428
+00:30:16,980 --> 00:30:22,570
+ألعب ارجع maxبدي أعمل maximization ل X كويس و بهذا
+
+429
+00:30:22,570 --> 00:30:25,970
+الشكل لعند ما نصل في النهاية للحالة بتاعتنا عشان
+
+430
+00:30:25,970 --> 00:30:32,110
+نقول والله هنا ال O هو اللي فاز ف سالب واحد بالظبط
+
+431
+00:30:32,110 --> 00:30:35,130
+معناته X اللي هو أنا خسرت أنا خسرت فال utility
+
+432
+00:30:35,130 --> 00:30:40,810
+تبعتي واضح أنه أنا كمصلحة أنا خسرت المصلحة تبعتي ك
+
+433
+00:30:40,810 --> 00:30:45,190
+utility أنا خسران طيب هنا تعادل فصفر هنا لأ أنا
+
+434
+00:30:45,190 --> 00:30:51,430
+فزتplus one و بنكمل طبعا لكل زي ما قلنا لحوالي
+
+435
+00:30:51,430 --> 00:30:53,870
+جدرس ات مية و اتنين و تمانين الف و تمانين و اتنين
+
+436
+00:30:53,870 --> 00:30:57,870
+و تمانين حاجة زي هي تمام فهذه ال tree ككل لكن انها
+
+437
+00:30:57,870 --> 00:31:02,510
+كنت ابحث فيها كلها صعبةكويس لو أخدنا مثال بسيط
+
+438
+00:31:02,510 --> 00:31:06,090
+أصغر عساس ان نوضح القيم اللي تحته طبعا هنا شوفنا
+
+439
+00:31:06,090 --> 00:31:10,350
+حطينا توي واحد سالب واحد صفر يعني بنقدر نحط القيم
+
+440
+00:31:10,350 --> 00:31:16,590
+القيم هذه اللي هي ال possibility to win جداش فرص
+
+441
+00:31:16,590 --> 00:31:19,850
+الفوز .. جداش فرص الفوز فلو قلنا ال tree بهذا
+
+442
+00:31:19,850 --> 00:31:23,810
+الشكل عشان نوضح بس الأول strategy اللي هي ال
+
+443
+00:31:23,810 --> 00:31:30,300
+minimax بهذا الشكل اللي احنا شايفينهحاجة أقول هعمل
+
+444
+00:31:30,300 --> 00:31:34,170
+أول شغلة الخطوة الأولى expandingعملنا كل ال
+
+445
+00:31:34,170 --> 00:31:38,790
+expanding ..عملت code ..ال code هذا قلتله حط جميع
+
+446
+00:31:38,790 --> 00:31:41,650
+الاحتمالات في البداية أن ال X تكون في أي خانة من
+
+447
+00:31:41,650 --> 00:31:45,170
+التسعة خانات .. بعدين امسك للخانة الأولى و افترض
+
+448
+00:31:45,170 --> 00:31:49,730
+انه .. اه افترض انه O حطها في التمانية المتبقين ..
+
+449
+00:31:49,730 --> 00:31:53,190
+فاعمللي التمانية ..طيب انقلي على ال X التانية و
+
+450
+00:31:53,190 --> 00:31:55,070
+اعملي التمانية تعاونها ..و التمانية التالتة و
+
+451
+00:31:55,070 --> 00:31:57,910
+الرابعة و الخمسة و التسعة ..طيب ارجع امسكلي اياهم
+
+452
+00:31:57,910 --> 00:32:01,690
+..الكمبيوتر المفروض هو اللي بدو يشتغل ..لما يعملي
+
+453
+00:32:01,690 --> 00:32:06,330
+expanding كاملةكما عملنا ال expanding، طلعنا كل ال
+
+454
+00:32:06,330 --> 00:32:09,590
+expanding، باش بعمل evaluation تحت، زي ما توقيتنا
+
+455
+00:32:09,590 --> 00:32:14,670
+بكل بساطة نعمل evaluationمرحليا هنا بقدر اقول انه
+
+456
+00:32:14,670 --> 00:32:18,990
+لو بديش اكمل للاخر هذا الطريق بيوصلني لجداش
+
+457
+00:32:18,990 --> 00:32:22,890
+احتمالية عدد فوز، عدد مرات فوز، هنقول لو كملت فيه،
+
+458
+00:32:22,890 --> 00:32:26,270
+في عندي تلت فرص فوز، فبقول الله اللي عندي الآن هو
+
+459
+00:32:26,270 --> 00:32:31,590
+تلت فرص فوز، هذا ممكن يوصلني لتلت فرص فوز، هذه
+
+460
+00:32:31,590 --> 00:32:35,530
+ممكن توصلني لاتناشر فرصة، هذه بتعملي تمت فرص، هذه
+
+461
+00:32:35,530 --> 00:32:39,230
+اتنين، اربع، ستة، اربع تاشر، خمسة، اتنين، فإذا
+
+462
+00:32:39,230 --> 00:32:46,110
+expanding evaluationطيب، الآن الخطوة اللي وراها ..
+
+463
+00:32:46,110 --> 00:32:48,430
+أنا مش هحاول ألعب الألعاب هذه كلها، يعني الكمبيوتر
+
+464
+00:32:48,430 --> 00:32:50,990
+مش هيلعب كل .. كل الألعاب مرة واحدة، بده يختار
+
+465
+00:32:50,990 --> 00:32:55,690
+أفضل واحد فيهم، فالآن عملية اختيار ال .. ال .. the
+
+466
+00:32:55,690 --> 00:33:01,210
+best path، أفضل path من كل اللي موجود عنده ..
+
+467
+00:33:01,210 --> 00:33:07,580
+عنده، هنقول الآن هذه max فأنا أسهم للأعلىمعناته
+
+468
+00:33:07,580 --> 00:33:11,920
+اللعبة إليه أو اللعبة maximization بدنا نحاول نعظم
+
+469
+00:33:11,920 --> 00:33:17,080
+فرص فوزها السهم للأسفل minimize أو كأنه لو أنا بدي
+
+470
+00:33:17,080 --> 00:33:26,400
+ألعب هنا المفروض أخسر تمام هنا max الفرص هنا للفوز
+
+471
+00:33:26,400 --> 00:33:33,150
+تمام الآن بكل بساطة لما أجي أنا موجود هناو أجى
+
+472
+00:33:33,150 --> 00:33:40,310
+ألاج أن الطريق هذا ال action بي واحد بيعطي ال X
+
+473
+00:33:40,310 --> 00:33:44,710
+أنا هنا فانا بدى أتعامل بمنطق أن أنا O أنا ال O
+
+474
+00:33:44,710 --> 00:33:51,050
+هنا في مجال ل 3 فرص فوز هنا في مجال ل 12 فرصة هنا
+
+475
+00:33:51,050 --> 00:33:58,180
+في مجال ل 8 فرص إيش بدى أعطيه؟أكيد مش هيك أكيد مش
+
+476
+00:33:58,180 --> 00:34:02,520
+هختارله اتناشر فرصة فوز أبدا إذا أنا فاهم اللعبة
+
+477
+00:34:02,520 --> 00:34:06,240
+كويس وما .. زي ما أقول ماصارش فيه هفوة لأ المنطق
+
+478
+00:34:06,240 --> 00:34:13,700
+جدا أني أقول تلاتة أنا بقدر أقول أو الخاصم إذا كان
+
+479
+00:34:13,700 --> 00:34:18,520
+أنا .. أنا ال max الخاصم هيكون مجبور يعطيني تلاتة
+
+480
+00:34:18,520 --> 00:34:22,890
+تلاتة فرص فوزمش هيعطيني ال 12 لإن أنا بدأ احترم أن
+
+481
+00:34:22,890 --> 00:34:26,110
+هو فاهم اللعب، بفهم اللعب طيب مبدئيا الكلام ده
+
+482
+00:34:26,110 --> 00:34:30,910
+منطقي في ال branch ده خلصناه طيب هنا اتنين اكيد
+
+483
+00:34:30,910 --> 00:34:36,970
+اكيد هنا هيكون اتنين طيب هنا برضه اتنين طيب الآن
+
+484
+00:34:36,970 --> 00:34:40,470
+كويس، هلان أنا اللي بدي ألعب، أنا اللي بدي أفوز؟
+
+485
+00:34:40,940 --> 00:34:46,500
+هذا ال branch ال action A1 في مجال يعطيني تلت ..
+
+486
+00:34:46,500 --> 00:34:50,500
+يعطيني انا تلت فرص فوز هذا في مجال يعطيني فرص
+
+487
+00:34:50,500 --> 00:34:55,500
+تنفوز هنا فرص تنفوز ايش لازم اختار؟ التلاتة لأنه
+
+488
+00:34:55,500 --> 00:35:00,100
+الان ال max فالان ال max بيختار الأعلى ال min
+
+489
+00:35:00,100 --> 00:35:05,420
+الأقل .. الأقل لأنه بتعامل مع فرص الفوز ان هي تحت
+
+490
+00:35:05,420 --> 00:35:10,550
+المنافسأما ال max بتعامل مع فرص الفوز أن هى تبعتي
+
+491
+00:35:10,550 --> 00:35:16,290
+فبدى أعظمها هناك لأ بده يجللها تمام فإذا مبدأيا
+
+492
+00:35:16,290 --> 00:35:21,350
+بقدر أقول أن حسب المثال اللى قدامنا هذا فى عندى
+
+493
+00:35:21,350 --> 00:35:26,190
+تلت فرص فوز تلت فرص فوز هى ال path ال optimal path
+
+494
+00:35:26,190 --> 00:35:33,590
+تبعهم فإذا كل المطلوب منى أنى ألعب ال a واحد ال
+
+495
+00:35:33,590 --> 00:35:39,060
+action a واحدأعمل الخطوة اي واحد بكون ضامن ان هو
+
+496
+00:35:39,060 --> 00:35:44,180
+مجبور يلعب لي بيه واحد والله اذا هو سهي ومااخدش
+
+497
+00:35:44,180 --> 00:35:48,520
+باله لعبلي اي واحدة تانية خير وبركة بالعكس احسن
+
+498
+00:35:48,520 --> 00:35:51,860
+واحسن كمان بس احنا بنشتغل دايما انه لأ انا محترم
+
+499
+00:35:51,860 --> 00:35:55,700
+شغله وبشتغل دايما ع ال worst case ال worst case ان
+
+500
+00:35:55,700 --> 00:35:59,620
+هو دايما هيكون مصح صح المنافس تبعي دايما صاحي ليه
+
+501
+00:35:59,620 --> 00:36:05,480
+و هيلعب ضدي بالتبط مش حاسه يعنيهذا هيك المفترض
+
+502
+00:36:05,480 --> 00:36:09,400
+يعني، okay فإذا هاي الخطوات expanding لكل ال
+
+503
+00:36:09,400 --> 00:36:13,560
+search space، بعدين evaluation لها، بعدين بنختار
+
+504
+00:36:13,560 --> 00:36:17,720
+selection the best path، بنختار selection مرحليا،
+
+505
+00:36:17,720 --> 00:36:22,600
+بمعنى من ال level الأقل، و باخد منهم أفضل واحد،
+
+506
+00:36:22,600 --> 00:36:25,340
+طبعا مفهوم كلمة أفضل واحد لازم ناخد بالنا، أنا
+
+507
+00:36:25,340 --> 00:36:29,750
+mini ولا max؟إذا mini أفضل واحد هو الأقل إذا max
+
+508
+00:36:29,750 --> 00:36:34,330
+أفضل واحد هو الأعلى تمام فهيها بكل بساطة بهذا
+
+509
+00:36:34,330 --> 00:36:37,170
+الشكل عشان بعدين نرجع نعمل propagation أو back
+
+510
+00:36:37,170 --> 00:36:41,250
+propagation عكسي نطلع من الأرقام من تحت و نطلع على
+
+511
+00:36:41,250 --> 00:36:47,870
+فوق عشان نحدد جديش الفرص في بداية اللعبة و أمشي مع
+
+512
+00:36:47,870 --> 00:36:52,570
+أفضل فرص ممكنة فهي الأربع خطوات الأساسيين لل games
+
+513
+00:36:55,190 --> 00:36:58,630
+واللي هنحللهم ببساطة هنقول والله completeness اه
+
+514
+00:36:58,630 --> 00:37:01,330
+هي completeness لأنه فعليا انا بده يكمل انا في
+
+515
+00:37:01,330 --> 00:37:06,510
+النهاية موجود ضمن ال tree سواء الفرص كتيرة ولا
+
+516
+00:37:06,510 --> 00:37:10,330
+جليلة انا ماعنديش يعني رقم محدد اقول والله لازم
+
+517
+00:37:10,330 --> 00:37:12,950
+الفرص تكون مية او فرص تكون عشر عشان اقول هي
+
+518
+00:37:12,950 --> 00:37:16,990
+optimal المهم ان انا بصل لأفضل فرص ممكنة طبعا
+
+519
+00:37:16,990 --> 00:37:21,070
+بتعتمد على كتير أشياء على اللعبة نفسها او ال game
+
+520
+00:37:21,070 --> 00:37:25,640
+نفسه بتعتمد علىال initialization أو ال initial
+
+521
+00:37:25,640 --> 00:37:29,840
+state ال start state الشي بالظبط كانت اللي أنا
+
+522
+00:37:29,840 --> 00:37:33,780
+هنطلق منها أكمل باقي اللعبة تمام optimal أكيد
+
+523
+00:37:33,780 --> 00:37:39,340
+هتكون optimal في ظل الخصم أو في ظل المنافس في ظل
+
+524
+00:37:39,340 --> 00:37:44,500
+إنه فعلا في وجود منافس فهتكون أفضل ما يمكن كحال
+
+525
+00:37:44,500 --> 00:37:47,800
+طيب ال time complexity ك time complexity إن أنا
+
+526
+00:37:47,800 --> 00:37:53,630
+مضطر إيش أشتغل أشتغل على كل ..لتري فإذا بتعمل مع
+
+527
+00:37:53,630 --> 00:37:57,430
+ال branching to the bar ال maximum depth ال
+
+528
+00:37:57,430 --> 00:38:01,370
+branching to the bar ال maximum depth كويس بالنسبة
+
+529
+00:38:01,370 --> 00:38:06,630
+لا ل space لا ل space لأ احنا دايما بنختارfirst ..
+
+530
+00:38:06,630 --> 00:38:12,050
+ال .. ال .. the optimal path فقط اللي هو ال depth
+
+531
+00:38:12,050 --> 00:38:16,290
+search نشتغل على ال depth first search كويس طيب
+
+532
+00:38:16,290 --> 00:38:19,370
+الكلام هذا مبدئي لو بدنا نطبقه على المشكلة الكبرى
+
+533
+00:38:19,370 --> 00:38:24,200
+خليني أقول ال tic tac toy يعني مبلوع و مقبولةبشكل
+
+534
+00:38:24,200 --> 00:38:27,820
+أو باخر هي مقبولة إذا بدأ أعمل branching كامل لكن
+
+535
+00:38:27,820 --> 00:38:32,740
+بالنسبة لحقيقة الشطرنج الموضوع صعب ليش؟ لأنه ال
+
+536
+00:38:32,740 --> 00:38:37,860
+branching حوالي 35 متوسط .. متوسط إذا بتلعبوا
+
+537
+00:38:37,860 --> 00:38:42,580
+شطرنج عارفين أنه مبدئيافي الشطرنج فى عندكم بس
+
+538
+00:38:42,580 --> 00:38:46,040
+للجنود فى الأول إذا أنا ببدأ فى ال .. فى ال start
+
+539
+00:38:46,040 --> 00:38:49,860
+state مبدأيا فى لهم كل واحد أو مجموحهم 16
+
+540
+00:38:49,860 --> 00:38:56,100
+possibility بس بدنا نتكلم عن الحصان ورا بده يطلعله
+
+541
+00:38:56,100 --> 00:38:59,440
+حركة اتين حركة اتين هي كمان اربعة هي كمان اربعة
+
+542
+00:38:59,440 --> 00:39:04,320
+هدول صار عندى 16 اربعة هي عشرين successor لأول
+
+543
+00:39:04,320 --> 00:39:08,300
+state طبعا بمجرد ما بتحركوا ال successors بتزيد
+
+544
+00:39:09,250 --> 00:39:14,090
+لأنه ال .. ال .. الجنود او ال .. البيادق و الفيلة
+
+545
+00:39:14,090 --> 00:39:17,290
+و الحصان و الكل هذا بيصير فيه إمكانية انه يتحرك و
+
+546
+00:39:17,290 --> 00:39:20,610
+يلعب تخيلوا .. اذا انتوا بتبقى بالكم في اللعبة
+
+547
+00:39:20,610 --> 00:39:23,110
+تخيلوا مثلا الوزير
+
+548
+00:39:25,760 --> 00:39:28,720
+الكوين، هذا الكوين كيف بقدر يتحرك، هاي possibility
+
+549
+00:39:28,720 --> 00:39:32,000
+أولى، هاي تانية، هاي تالتة، هاي رابعة، هاي خمسة،
+
+550
+00:39:32,000 --> 00:39:36,220
+هاي ستة، هاي سابعة، هاي تمنا، ومش بس هيك، هادي
+
+551
+00:39:36,220 --> 00:39:40,360
+لحالها واحدة، هادي تنتين، هادي تلاتة، هادي أربعة،
+
+552
+00:39:40,360 --> 00:39:43,760
+فانتم تخيلين حجر واحد، قداش عدد ال successors
+
+553
+00:39:43,760 --> 00:39:48,880
+تعونه، فواضح ان ال branching عالي جدا لللعبة هذه،
+
+554
+00:39:48,880 --> 00:39:52,660
+كتير عاليجدا لهيك لعبة فانا لما بتكلم عن خمسة و
+
+555
+00:39:52,660 --> 00:39:56,280
+تلاتين الحقيقة هو متوسط يعني حتى رقم شوية متواضع
+
+556
+00:39:56,280 --> 00:40:02,820
+جدش عدد ال depth بمعنى جدش عدد النقالات الممكن
+
+557
+00:40:02,820 --> 00:40:06,280
+عشان تنتهي اللعبة يعني احنا كمان شوية اتوقع
+
+558
+00:40:06,280 --> 00:40:09,660
+متواضعين في احتياط المية يعني انا خمسين و الخصم
+
+559
+00:40:09,660 --> 00:40:12,440
+خمسين انا بدي ألعب خمسين نقلة و الخصم بدي يلعب
+
+560
+00:40:12,440 --> 00:40:16,360
+خمسين نقلة نسبية متواضعة الأرقام بس احنا هدا اللي
+
+561
+00:40:16,360 --> 00:40:19,080
+بتكلم رغم ان هي متواضعة لكن الحقيقة ال complex
+
+562
+00:40:19,080 --> 00:40:24,550
+بتاعتها كتير عاليةكتير عالية هي reasonable games
+
+563
+00:40:24,550 --> 00:40:28,970
+يعني هذا الكلام للعبة مقبولة اللي هي متوسطة
+
+564
+00:40:28,970 --> 00:40:32,690
+ماجولناش معقدة لسه ماجولناش ان الاتنين بلعبوا كويس
+
+565
+00:40:32,690 --> 00:40:36,650
+و طولت اللعبة معهم أكتر عجبني اني اقول مقبولة
+
+566
+00:40:36,650 --> 00:40:40,870
+معقولة كويس ولكن رغم ذلك الحل ال complete .. ان
+
+567
+00:40:40,870 --> 00:40:45,210
+يكونوا في completeness الحقيقة invisible غير معقول
+
+568
+00:40:45,210 --> 00:40:50,150
+في ظلالـ Time Complexity هذه تمام فإذا إيش الحل؟
+
+569
+00:40:50,150 --> 00:40:54,130
+إيش لازم نقدر نعمل؟ Pruning بدنا نشتغل على جزئية
+
+570
+00:40:54,130 --> 00:40:58,350
+الـ Pruning هذه الفكرة ببساطة إذا والله في عندي
+
+571
+00:40:58,350 --> 00:41:03,570
+successor بكل توابع في مجال أقول إن هذا مافيش داعي
+
+572
+00:41:03,570 --> 00:41:10,710
+إله و أعمله Pruning بيكون ريحني من حاجة طيب كمان
+
+573
+00:41:10,710 --> 00:41:15,330
+successor تاني أجي أطلع على إمكانية إنه هل هيعطيني
+
+574
+00:41:15,330 --> 00:41:20,490
+أحسنفبصير بده شوية logic إذا والله ال successor
+
+575
+00:41:20,490 --> 00:41:24,630
+هذا ممكن يعطيني أحسن من اللي أنا موجود فيه ولا لأ
+
+576
+00:41:24,630 --> 00:41:29,050
+طبعا كلنا عارفين إنه بالنسبة لل deep search أنا
+
+577
+00:41:29,050 --> 00:41:33,630
+فيه عندي حل مسبقا أنا ببدأ بحل أساسا و بعدين بصير
+
+578
+00:41:33,630 --> 00:41:39,110
+أقارن فيه طيب جبل ما أبدأ أقارن و أخد ال path كامل
+
+579
+00:41:39,810 --> 00:41:43,710
+عند نقطة معينة هل هذا ال path فيه منه رجع زي ما
+
+580
+00:41:43,710 --> 00:41:48,150
+بيقوله؟ في خير أنه أكمل فيه؟ في شواهد هتقول ليه
+
+581
+00:41:48,150 --> 00:41:52,350
+أنه لأ مافيش مجال اتكمل فيه فوقف خلاص مافيش داعي
+
+582
+00:41:52,350 --> 00:41:55,930
+اتكملبشوف اللي وراه و اللي وراه و اللي وراه هذه
+
+583
+00:41:55,930 --> 00:42:00,130
+الجثة بنسميها brawning بشكل أساسي فهي الفكرة اللي
+
+584
+00:42:00,130 --> 00:42:05,810
+شرحناها بمعنى أنه بتوفر علي الوقت بتوفر علينا كتير
+
+585
+00:42:05,810 --> 00:42:09,630
+حقيقة مش بس بشكل بسيط فناخد المثال تبعته و نعمل
+
+586
+00:42:09,630 --> 00:42:12,770
+عملية ال brawning هذا و نشوف الكلام هذا كيف ممكن
+
+587
+00:42:12,770 --> 00:42:18,150
+يتحقق معانا عملية التوفير عشان نقدر والله نقول بعد
+
+588
+00:42:18,150 --> 00:42:21,050
+هيك اه والله صار عندي حسوب يقدر يلعب شطرنج
+
+589
+00:42:24,160 --> 00:42:29,880
+ببساطة هنبدأ من ال max و الآن بالنسبالي هقول أنه
+
+590
+00:42:29,880 --> 00:42:33,400
+مبدئيا انا لسه في بداية اللعبة مبدئيا في بداية
+
+591
+00:42:33,400 --> 00:42:38,100
+اللعبة عدق فرص خسارتي عالية جدا و انا لسه في
+
+592
+00:42:38,100 --> 00:42:41,540
+البداية مش عارف كيف بده يلعب اللي جبالي و فرص فوزي
+
+593
+00:42:41,540 --> 00:42:46,300
+برضه عالية جدا لعند ما نحط الأرقام الحقيقية و
+
+594
+00:42:46,300 --> 00:42:48,760
+الواقعية اللي بنان عليها بدنا نقول ال path هذه
+
+595
+00:42:48,760 --> 00:42:52,180
+أحسن أو الطريق هذه أحسن أو الطريق هذه أحسنتمام،
+
+596
+00:42:52,180 --> 00:42:56,680
+هنبدأ أول successor، أجينا شوفنا هذا ال successor
+
+597
+00:42:56,680 --> 00:42:59,960
+هي state في الآخر، يعني أنا لعبت حجر هنا مع حجر
+
+598
+00:42:59,960 --> 00:43:02,520
+هنا مع حجر هنا و جيت أطلعت على ال state هذه، لسه
+
+599
+00:43:02,520 --> 00:43:06,440
+موصلتش، يعني مابقدرش أعمل evaluation لأ، لما احنا
+
+600
+00:43:06,440 --> 00:43:10,360
+بنتكلم depth، احنا بنشتغل على ال depth، ليش على ال
+
+601
+00:43:10,360 --> 00:43:15,130
+depth؟ طيبعشان ال space .. عشان ال space .. يكون
+
+602
+00:43:15,130 --> 00:43:18,110
+في عندي منطقية أنه على الأقل وصلت لحل .. أجل ما
+
+603
+00:43:18,110 --> 00:43:21,710
+فيها يعني .. أنه يكون في عندي على الأقل حل .. كويس
+
+604
+00:43:21,710 --> 00:43:27,650
+.. أما إذا بدي أشتغل على ال breadth .. اللي هو
+
+605
+00:43:27,650 --> 00:43:31,880
+width level by level .. هتكون الأمور كتير صعبةلأنه
+
+606
+00:43:31,880 --> 00:43:37,920
+مضطر أتعامل مع كل ال nodes مخزنة صار غير ال time
+
+607
+00:43:37,920 --> 00:43:41,340
+complexity و الوقت اللي هستهلكه صار بال space كمان
+
+608
+00:43:41,340 --> 00:43:44,680
+أستهلكها و هذا صعب .. هذا كتير هتكون صعبة فلأ
+
+609
+00:43:44,680 --> 00:43:49,060
+خلينا نبدأ ال state هذي .. من ال state هذي إيش هو
+
+610
+00:43:49,060 --> 00:43:53,460
+ممكن يلعب؟ ممكن يلعب اللعبة هذي مثلا اللعبة هذي
+
+611
+00:43:53,460 --> 00:43:57,230
+بتعطيني تلت فرص فوزبعملها evaluation تلت فرص فوز
+
+612
+00:43:57,230 --> 00:44:01,890
+okay معناته الآن التلت فرص فوز هذه بالنسبالي
+
+613
+00:44:01,890 --> 00:44:07,230
+الطريق هذا بيعطيني تلت فرص فوز خلاص مش هيعطيني
+
+614
+00:44:07,230 --> 00:44:13,250
+أكتر من هيك طيب لكن في المقابل الخصم اللي ورايه
+
+615
+00:44:13,250 --> 00:44:16,990
+أخر بيقولك أنت على أي أساس افترضت أن أنا هعطيك تلت
+
+616
+00:44:16,990 --> 00:44:22,490
+فرص فوز لسه أنا اللعب عندى لأنه لسه في branching
+
+617
+00:44:22,490 --> 00:44:27,590
+أخرىقد ماعطيكاش التلات فرص فوزه عشان هيك لسه
+
+618
+00:44:27,590 --> 00:44:33,130
+ماثبتش جديش احتمالية او possibility لخسارتي لحظة
+
+619
+00:44:33,130 --> 00:44:38,590
+فإذا الطريقة ده هيعطيني possibility تلاتة للفوز
+
+620
+00:44:38,590 --> 00:44:44,910
+لكن خسارة مش في إيدي الخسارة عند الخصم لإن الدور
+
+621
+00:44:44,910 --> 00:44:51,250
+هذا اللعبة هذه ال turn هذا إله مش إلي لسه
+
+622
+00:44:51,250 --> 00:44:57,530
+فش best هنااه هى نفسها لأ احنا الان انسى كل
+
+623
+00:44:57,530 --> 00:45:00,990
+الأرقام احنا هنا رقم واقعى طلع معانا فعلا هى تلاتة
+
+624
+00:45:00,990 --> 00:45:05,590
+تلاتة هده طلع هنا هنا كويس التلاتة هدى مين اللى
+
+625
+00:45:05,590 --> 00:45:11,550
+بده يختار انه يوصلني اليها بي تمام بي مبدأيا لانه
+
+626
+00:45:11,550 --> 00:45:17,250
+لسه مش شايف هدول فمرحليا انا عندي تلت فرص فوز من
+
+627
+00:45:17,250 --> 00:45:23,690
+لعبة بي بس بي بيقولك انا لسه ماكملتش لعبةأحسنتي؟
+
+628
+00:45:23,690 --> 00:45:28,910
+لأ أجل قبل شوية كانت ثلاثة اتناش تمانين واخترنا
+
+629
+00:45:28,910 --> 00:45:32,410
+مين؟ اخترنا ثلاثة ليش؟ لأن هي أقل لـB أقل واحدة
+
+630
+00:45:32,410 --> 00:45:34,890
+فكيف بيديوا يعطيني أعلى؟ ما هو إذا بيه اخترت واحدة
+
+631
+00:45:34,890 --> 00:45:39,370
+تانية هتكون أعلى هتكون أ بيها خلينا نختارها هي جات
+
+632
+00:45:39,370 --> 00:45:42,970
+اتناش أعلى بالنسبة لإيه؟ أه تمام بالنسبة لإيه بس
+
+633
+00:45:42,970 --> 00:45:47,270
+الدور مش عند إيه؟ عند بيه؟ عند بيه الدور يعني okay
+
+634
+00:45:47,270 --> 00:45:51,630
+انت بتلعب ..ل بي .. ما احنا قاعدين بنقول الفرصة
+
+635
+00:45:51,630 --> 00:45:54,790
+عند بي .. بي هو صاحب القرار الآن .. انت لعبت
+
+636
+00:45:54,790 --> 00:45:57,990
+اللعبة .. صحيح بتكوني جوا قاعدة بتغلي .. و نفسك
+
+637
+00:45:57,990 --> 00:46:00,530
+يلعب حاجة تانية .. بس في النهاية مش في ايدك انت
+
+638
+00:46:00,530 --> 00:46:03,590
+تقوليله العب كذا .. اه .. اتمنى .. اه .. لأ احنا
+
+639
+00:46:03,590 --> 00:46:06,870
+الآن في دور تبع بي .. بي هو اللي بلعب .. فانا مضطر
+
+640
+00:46:06,870 --> 00:46:09,330
+اضلني اتبع و اطلع عليه إيش ميندو يلعب و أنا ساكت
+
+641
+00:46:09,330 --> 00:46:12,450
+.. مش قادر أعمل حاجة .. مبدئيا عشانك نرجع خطوة
+
+642
+00:46:12,450 --> 00:46:17,560
+لورا .. مبدئيا ..انا اللي عارفه انه هنا ضمانلي تلت
+
+643
+00:46:17,560 --> 00:46:27,000
+فرص فوز، قد تقل، بس مش هتزيد، صح؟ ليش؟ لأنه هذه
+
+644
+00:46:27,000 --> 00:46:33,140
+جايانة من الخاصممن الخاصم بمعنى إذا أنا بدى احترم
+
+645
+00:46:33,140 --> 00:46:38,520
+رأي الخاصم وإن هو فعلا بفهم في اللعبة ماتوقعش إذا
+
+646
+00:46:38,520 --> 00:46:43,300
+أعطيني أكتر من تلاتة حسب هدول قيمهم إذا قيمهم أعلى
+
+647
+00:46:43,300 --> 00:46:47,840
+مستحيل يختارهم إذا قيمهم أقل هيختارهم هتجل فإذا
+
+648
+00:46:47,840 --> 00:46:55,200
+هذه بالنسبالي ك maximum حتى اللحظة طيب 12 معناته
+
+649
+00:46:55,200 --> 00:46:58,020
+إيش حفظنا على التلاتة كويس لإنه مش هيروحلى ال 12
+
+650
+00:46:58,950 --> 00:47:01,530
+بالعكس و الله يا ريت إذا بيسهو و بيغلط و بيروح لل
+
+651
+00:47:01,530 --> 00:47:08,030
+12 بس أنا بحترم أنه لأ هو بيعرف يلعب و احنا بنشتغل
+
+652
+00:47:08,030 --> 00:47:11,470
+ال worst case مش كل شغلكوا ال worst case في
+
+653
+00:47:11,470 --> 00:47:14,310
+البرامج بتاعتكم طيب و احنا هي ال worst case تمام
+
+654
+00:47:14,310 --> 00:47:18,590
+لكن حتى الآن برضه ال minus infinity تبعته ما زالت
+
+655
+00:47:18,590 --> 00:47:25,710
+موجودة على أمل اللي هو أنه تجيني صفر هناإنه يكون
+
+656
+00:47:25,710 --> 00:47:28,650
+في عنده لعبة يسكرها عليا خلاص انت عمري ما هفوز
+
+657
+00:47:28,650 --> 00:47:36,430
+فإذا مازال هو منتظر ماعطاش قرار أنا مبدأيا بقول
+
+658
+00:47:36,430 --> 00:47:41,910
+انه okay على الأجل هاخد تلاتة على الأقل عفوا على
+
+659
+00:47:41,910 --> 00:47:46,190
+الأكثر هاخد تلاتة تمام على الأكثر هي عندي تلاتة
+
+660
+00:47:46,190 --> 00:47:51,940
+هنا لأ بده يكملأه بالنسبة لإيه هالوضع؟ أما احنا
+
+661
+00:47:51,940 --> 00:47:55,560
+الآن خلّينا في المستوى اللي تحت ..الآن هنبدأ نطلع
+
+662
+00:47:55,560 --> 00:47:59,820
+إدنا شوية بس نخلص الجزية ..إجتني تمانية ..هنا
+
+663
+00:47:59,820 --> 00:48:03,980
+تلاتة ممتازة ..الحمد لله لمجان أقل من تلاتة ..عشان
+
+664
+00:48:03,980 --> 00:48:09,540
+هو ينجبر يعطيني التلاتة ..فالآن هينجبر أنه يعطيني
+
+665
+00:48:09,540 --> 00:48:13,340
+تلاتة ..لأنه خلصت ال branching عنده ال branches ال
+
+666
+00:48:13,340 --> 00:48:17,280
+successors خلصوه ..فإذا هو مجبور يعطيني تلاتة و
+
+667
+00:48:17,280 --> 00:48:21,680
+أنا ضمنت أنهفي عندى ثلاث فرص فوز من ال branch هذا
+
+668
+00:48:21,680 --> 00:48:29,060
+فإذا صار ال branch هذا أنا ضاع من صرت هنا إنه
+
+669
+00:48:29,060 --> 00:48:35,480
+الخاصم هيعطينى في ثلاث فرص فوز بس هل أنا هتقبلها و
+
+670
+00:48:35,480 --> 00:48:42,340
+أسكت ولا لسه قد يجينى أفضل هنا عشان هيك خلت فرص
+
+671
+00:48:42,340 --> 00:48:47,480
+فوزى هنا خلت الفرص الفوز اللى بتيجينى من الخاصم
+
+672
+00:48:49,840 --> 00:48:54,100
+لكن ممكن يجيني أحسن هنا عشان هيك قلنا إن هذا ال
+
+673
+00:48:54,100 --> 00:48:56,940
+branch اللي عندي الآن على الأقل عندي تلات فرص فوز
+
+674
+00:48:56,940 --> 00:49:05,140
+قد تزيد فهنا كأنه هنا على الأكثر هنا على الأقل هنا
+
+675
+00:49:05,140 --> 00:49:09,800
+على الأكثر هنا على الأقل okay فعلى الأقل في عندي
+
+676
+00:49:09,800 --> 00:49:14,620
+تلات فرص فوز خلاص ضمنناهم لكن على الأكثر لأ يمكن
+
+677
+00:49:14,620 --> 00:49:19,410
+يكون في أحسن من التلات فرص هتكمل ونشوفهي جاتني
+
+678
+00:49:19,410 --> 00:49:24,490
+الاتنين الاتنين روحنا هنا إيجينا هنا okay تمام
+
+679
+00:49:24,490 --> 00:49:30,010
+الآن الخاصم هذا لسه فيه قدامه successors أخرى
+
+680
+00:49:30,010 --> 00:49:34,630
+فبقدرش يعطي قرار بقدرش يعطي قرار هنا لكن أنا
+
+681
+00:49:34,630 --> 00:49:41,430
+بالنسبالي ضامن إنه maximum هاخد فرصتين فوز هنا صح
+
+682
+00:49:41,430 --> 00:49:46,470
+maximum هاخد فرصتين فوز خلاص انتهىMaximum هاخد
+
+683
+00:49:46,470 --> 00:49:52,070
+فرصة ممكن يجله وعشان هيك هو صابر مارضيش يعطي رقم
+
+684
+00:49:52,070 --> 00:49:57,610
+بينتظر لسه طيب خليه ينتظر وينكمل مدام عندي فرصتين
+
+685
+00:49:57,610 --> 00:50:02,310
+فوز الان هدولة إيش الاحتمالات اللي ممكن أقلهم يا
+
+686
+00:50:02,310 --> 00:50:05,050
+أكبر من اتنين يا أقل من اتنين مش هيك واحدة منهم
+
+687
+00:50:05,050 --> 00:50:08,010
+هتطلع يا أكبر يا أقل طيب إذا كانت أكبر من اتنين
+
+688
+00:50:08,010 --> 00:50:16,420
+هتضل اتنين مش هيك طيب إذا أقلهتجل هد معناته هتجل
+
+689
+00:50:16,420 --> 00:50:21,040
+السؤال الآن هل أنا معنى أجي أتحرك في الإتنين و أنا
+
+690
+00:50:21,040 --> 00:50:25,600
+أصلا عنده at least المفروض تلت فرص طب ليش أروح
+
+691
+00:50:25,600 --> 00:50:30,400
+للإتنين؟ مش شاك؟ ليش أروح للإتنين إذا أنا من
+
+692
+00:50:30,400 --> 00:50:33,740
+الأساس في branch تاني كان يعطيني at least تلاتة
+
+693
+00:50:33,740 --> 00:50:37,620
+فأروح الإتنين ليش؟ فمعنى ذلك مافيش داعي أصلا
+
+694
+00:50:37,620 --> 00:50:43,250
+أفحصهم هدول لا داعي أطلاقا أفحصهممش هيعطوني إشي،
+
+695
+00:50:43,250 --> 00:50:45,810
+هي الفكرة، مش هيعطوني أفضل من اللي حصلت عليه من ال
+
+696
+00:50:45,810 --> 00:50:50,470
+branch الأول، التلاتة، فأعمل لبرونينج هنا، هنا
+
+697
+00:50:50,470 --> 00:50:54,350
+اختلفت هي عن ال minimax، أنا مش هكمل، لأ، هاخد
+
+698
+00:50:54,350 --> 00:50:56,910
+شواهد تقول إن لأ هذا ال branch مافيش داعي أتكمل
+
+699
+00:50:56,910 --> 00:51:00,990
+فيه، طيب ال
+
+700
+00:51:00,990 --> 00:51:04,900
+branch التالتفحصلنا وجدنا فيه عندي 14 فرصة تفوز ..
+
+701
+00:51:04,900 --> 00:51:08,880
+اه ممتاز .. كويس معناته هذا ممكن مقسمه هيعطيني 14
+
+702
+00:51:08,880 --> 00:51:15,100
+فرصة تفوز .. قد يقله لكن جدير بالاهتمام انه اكمل
+
+703
+00:51:15,100 --> 00:51:19,880
+.. قد يكون احسن من التلاتة لاحظوا .. فإذا هنا شوف
+
+704
+00:51:19,880 --> 00:51:26,020
+ايش كتبنا لعندي الآن صار عندي فرص اما اقل اشي 3
+
+705
+00:51:26,020 --> 00:51:30,360
+فرص للفوز و لعندي الآن اكتر اشي 14 فرصة لكن
+
+706
+00:51:30,360 --> 00:51:37,630
+مثبتناشكويس نكمل نشوف التانية التانية طبعا هتيجينا
+
+707
+00:51:37,630 --> 00:51:41,110
+اظن اه عاملهم كلهم خمسة التانية فخلينا احنا
+
+708
+00:51:41,110 --> 00:51:44,590
+نفترضها من عندنا لحالنا عاملها خمسة لنختصرها
+
+709
+00:51:44,590 --> 00:51:49,170
+فالخمسة هد ايش بتخلي يتغير عندى؟ صار عندى هنا خمسة
+
+710
+00:51:49,170 --> 00:51:54,250
+وصار عندى هنا خمسة بس مزالة الخمسة جديرة بالمحاولة
+
+711
+00:51:54,250 --> 00:52:00,530
+بالتكميلليش؟ لأنه لو مشيت على جد خمسة إجتني هنا
+
+712
+00:52:00,530 --> 00:52:06,750
+خمسة فأكثر فانا ضامن أنه هتبقى الخمسة في الحالة
+
+713
+00:52:06,750 --> 00:52:12,310
+هذه هنا هروح أثبت خمسة و هختار ال branch هذا ال
+
+714
+00:52:12,310 --> 00:52:21,270
+branch ال branch هذا إذا فعلا ماطلعليش أقل طيب إذا
+
+715
+00:52:21,270 --> 00:52:27,960
+طلع أقلمن خمسة هنا بدنا نتأكد اللي أقل من خمسة هذا
+
+716
+00:52:27,960 --> 00:52:31,500
+إيش علاقته بالتلاتة إذا أقل من تلاتة خلاص stop
+
+717
+00:52:31,500 --> 00:52:39,820
+واجف خلينا مع التلاتة بنوقف و بنضل مع التلاتة اه
+
+718
+00:52:39,820 --> 00:52:43,400
+هنا لعزي حتى الآن
+
+719
+00:52:51,640 --> 00:52:55,000
+لأ .. هدول .. هدول بالنسبالي .. هدول بالنسبالي إلي
+
+720
+00:52:55,000 --> 00:53:00,300
+.. كفرص فوز إلي .. اللي تحت هدول .. فرص الفوز في
+
+721
+00:53:00,300 --> 00:53:04,320
+ال state هذه .. تمام ..لأن نمسكهم الأثنين هدول ..
+
+722
+00:53:04,320 --> 00:53:08,400
+هدول اللي بي .. هدول اللي بي .. إن هو مجبور يعطيني
+
+723
+00:53:08,400 --> 00:53:13,860
+تلت فرص فوز .. مجبور هو يعطيني تلت فرص فوز ..
+
+724
+00:53:13,860 --> 00:53:19,660
+كويس؟ ليش؟ لأن هدول أقل فرص فوز ممكنين هنالإيه؟
+
+725
+00:53:19,660 --> 00:53:24,560
+فإذا هو الكلام كله لإيه؟ ل ال max أو ل .. إيه لنا
+
+726
+00:53:24,560 --> 00:53:27,660
+.. إحنا كب .. اللي .. اللي بنلعب التلقى هنا ..
+
+727
+00:53:27,660 --> 00:53:32,440
+تلتا اللي هنا .. تلتا .. ما خلص لإن إحنا خلصناهم
+
+728
+00:53:32,440 --> 00:53:37,940
+شوفي عشان أخلص ال search لازم يتفقوا لإنه بنفعش
+
+729
+00:53:37,940 --> 00:53:42,780
+أنا أقول جد .. ال path هذا هيعطيني فرص فوز من
+
+730
+00:53:42,780 --> 00:53:47,480
+اتنين لخمسة عشر واسكتلأ هو مرحليا انا بكتب الكلام
+
+731
+00:53:47,480 --> 00:53:51,340
+هذا بس لما اخلص ال search المفروض ان يتفقوا انا
+
+732
+00:53:51,340 --> 00:53:57,580
+بالظبط عندي عدد فرص فوز كذا نقطة خلاص هنا سابقا
+
+733
+00:53:57,580 --> 00:54:04,140
+هنا لحظة ماكانوش متفقين لسه ليش ماكانش متفق لأنه
+
+734
+00:54:04,140 --> 00:54:08,740
+لسه فيه فيه branch ماكملوش لسه فيه successor
+
+735
+00:54:08,740 --> 00:54:12,460
+مادرسوش ال successor هذا مهم كان بالنسباله
+
+736
+00:54:12,460 --> 00:54:17,760
+بالنسباله هوبالنسبالي هو ليش مهم لأنه أنا هنا
+
+737
+00:54:17,760 --> 00:54:23,640
+maximum هاخد تلت فرص فوز تمام بس هو لسه بيكمل على
+
+738
+00:54:23,640 --> 00:54:29,340
+امل minimum على امل انه minimum يختارلي ال minimum
+
+739
+00:54:29,340 --> 00:54:33,000
+يعطيني فرصة فوز واحدة مثلا إذا ضمن إنه هدي واحد
+
+740
+00:54:33,000 --> 00:54:36,760
+مثلا أو صفر طبعا بالنسبالي هو أفضل .. أفضل ما يمكن
+
+741
+00:54:36,760 --> 00:54:39,580
+إنه يعطيني صفر هنا إذا أعطاني هنا صفر على طول بروح
+
+742
+00:54:39,580 --> 00:54:44,440
+يعطيني هنا صفرو طبعا هدى على طول هتتحوى لصفر لإنه
+
+743
+00:54:44,440 --> 00:54:48,920
+مافيش مجال تنتين نفس الفرص أنا عارف أن اللعبة هدى
+
+744
+00:54:48,920 --> 00:54:52,840
+وين هتوديني هو كمان عارف وين هتوديني فاحنا فاهمين
+
+745
+00:54:52,840 --> 00:54:55,260
+بعض المفروض .. المفروض أنه الاتنين اللاعيبين
+
+746
+00:54:55,260 --> 00:54:56,660
+اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب
+
+747
+00:54:56,660 --> 00:54:56,800
+اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب
+
+748
+00:54:56,800 --> 00:54:57,980
+اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب
+
+749
+00:54:57,980 --> 00:54:57,980
+اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب
+
+750
+00:54:57,980 --> 00:54:58,220
+اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب اللاعيب
+
+751
+00:54:58,220 --> 00:55:02,930
+اللاعيبكويس فهذه الفكرة ببساطة تمام لما يتفقوا مع
+
+752
+00:55:02,930 --> 00:55:06,470
+بعض معاناته فعليا ال branch هذا او تاخد القرار هنا
+
+753
+00:55:06,470 --> 00:55:09,470
+ال node هذه اتخذت قرارها طبعا هنا مش هتاخد قرار
+
+754
+00:55:09,470 --> 00:55:13,410
+لأنه لسه في successor هناخد ال successor اللي ضايل
+
+755
+00:55:13,410 --> 00:55:18,490
+اتفقوا الآنخلاص أنا بعرف ألعب و هو بعرف يلعب
+
+756
+00:55:18,490 --> 00:55:22,230
+فمتفقين أن ال branch هذا احنا أنا وياه فاهمين أنه
+
+757
+00:55:22,230 --> 00:55:27,250
+هذا هيعطينا تلات فرص فوز خلصت تمام واتفقنا أن ال
+
+758
+00:55:27,250 --> 00:55:31,050
+branch هذا minimum هيعطينا تلات فرص فوز لكن أنا
+
+759
+00:55:31,050 --> 00:55:36,210
+لسه هفكر مابدتش ألعب رغم أن أنا عارف أنه هذا
+
+760
+00:55:36,210 --> 00:55:39,030
+هيعطيني تلات فرص فوز لكن هاصبر شوية أقول طب
+
+761
+00:55:39,030 --> 00:55:44,020
+ماخليني أفكر بطريقة تانية يمكن يعطيني أكترshake
+
+762
+00:55:44,020 --> 00:55:48,620
+يمكن يعطيني أكتر فروحت جربنا هنا ال branch هذا
+
+763
+00:55:48,620 --> 00:55:54,900
+اعطى اتنين وانا ضامن انه في لعبة في النص لخاصمي ..
+
+764
+00:55:54,900 --> 00:55:58,100
+خاصمي مستحيل يعطيني اكتر من الاتنين لو هدول زادوا
+
+765
+00:55:58,100 --> 00:56:02,480
+حتى لأنه انا بحترم ان هو فاهم اللعبة فانا عارف انه
+
+766
+00:56:02,480 --> 00:56:06,380
+مش هيعطيني اكتر من فرصة ان فوز عشان هيك خلاص بوقف
+
+767
+00:56:06,380 --> 00:56:09,970
+ال .. مافيش داعي اكمل في ال branch هذاأطلاقًا
+
+768
+00:56:09,970 --> 00:56:12,930
+مافيش داعي أكمل فيه و أحط حالي تحت رحمة احتمالات
+
+769
+00:56:12,930 --> 00:56:16,810
+أني ألعبها على أمل إنه ان شاء الله مايشوفش الخطوة
+
+770
+00:56:16,810 --> 00:56:19,670
+هذه، ان شاء الله يختار إشي تاني، لأ مافيش فيها
+
+771
+00:56:19,670 --> 00:56:24,470
+حاجة هيك أخمن إنه يمكن مايختارش، هو أكيد بدي
+
+772
+00:56:24,470 --> 00:56:29,010
+أتعامل معه إنه هيختار ليه الإتنين، تمام؟ طبعًا هو
+
+773
+00:56:29,010 --> 00:56:34,490
+بالنسباله لسه منتظر لأنه ممكن يجللني عن الإتنين،
+
+774
+00:56:34,490 --> 00:56:37,230
+بس أنا مش معني أكمل أصلا، لأنه حتى الإتنين
+
+775
+00:56:37,230 --> 00:56:41,820
+بالنسبالي غير مرضيةليش؟ لأنه في أفضل منها فخلاص
+
+776
+00:56:41,820 --> 00:56:46,740
+بوقف هنا البحث وبشوف اللي وراه بشوف طريقة حل تالتة
+
+777
+00:56:46,740 --> 00:56:50,580
+طريقة الحل التالتة جالت لإنه مبدأيًا هي بتطلعلك
+
+778
+00:56:50,580 --> 00:56:54,520
+فرصة بـ14 آه جاديرة أني أكمل فيها هذه لازم أكمل
+
+779
+00:56:54,520 --> 00:56:58,840
+فيها ليش؟ لأنه 14 أحسن من اللي أنا مخزنه في دماغي
+
+780
+00:56:58,840 --> 00:57:03,140
+اللي مخزنه أبو التلاتة فمبدأيًا لأن إيش صار؟
+
+781
+00:57:04,860 --> 00:57:11,720
+اربعتاش و هنا صار عندى احتمال ها minimum تلت فرص
+
+782
+00:57:11,720 --> 00:57:15,700
+فوز لكن maximum اربعتاشر فرصة لكن انا لسه محددتش
+
+783
+00:57:15,700 --> 00:57:20,860
+وين ليش لأن ال maximum هذه لسه مش قرار نهائي ليش
+
+784
+00:57:20,860 --> 00:57:24,420
+لأن قرارها عند الخاصم ليش عند الخاصم لأن الخاصم
+
+785
+00:57:24,420 --> 00:57:32,160
+لسه في عنده عنده two successorsعنده احتمالية نغير
+
+786
+00:57:32,160 --> 00:57:36,640
+اللعبة تمام هذه اللي خلتنا نقول لو خمسة لو اربعة
+
+787
+00:57:36,640 --> 00:57:41,560
+فيها اتنين طلعوا اتنين خلصت اتنين معناته انا تماما
+
+788
+00:57:41,560 --> 00:57:44,840
+حتى ها ايقن ان لا maximum بالنسبالي اتنين و هو
+
+789
+00:57:44,840 --> 00:57:48,840
+طبعا هايقن انه مش هيقنين اكتر من اتنين تمام خلصت
+
+790
+00:57:48,840 --> 00:57:52,860
+هنا اكيد مش هروح للاتنين التلاتة او فاجلي فالان
+
+791
+00:57:52,860 --> 00:57:57,180
+ثبتنا تلاتة تلاتة وصار ال branch تبع هيه هذاهذا
+
+792
+00:57:57,180 --> 00:58:02,580
+أفضل branch أو أفضل path ممكن للعبة بهذا الشكل
+
+793
+00:58:02,580 --> 00:58:07,100
+تمام الكلام هذا برضه ممكن تحطوله القاعدة هذه إذا
+
+794
+00:58:07,100 --> 00:58:10,140
+كان أنا يعني اللي هو أعمل brawning ولا ماعملش
+
+795
+00:58:10,140 --> 00:58:15,780
+brawning إذا كان أنا في node N في ال minimum level
+
+796
+00:58:15,780 --> 00:58:21,540
+فبقول إنه beta إذا beta أقل لل N طبعا أقل من Alpha
+
+797
+00:58:21,540 --> 00:58:26,700
+لل parentبنوقف أما إذا كان في ال maximum و alpha
+
+798
+00:58:26,700 --> 00:58:32,360
+لل in أكبر من beta لل parent بنوقف خلونا نمسكها
+
+799
+00:58:32,360 --> 00:58:38,420
+الآن و نفحصها نتجاوز هذه و بنرجع كمان .. قعدنا
+
+800
+00:58:38,420 --> 00:58:40,960
+كمان مرة عشان بس إيش نكتب هذه القانون .. القانون
+
+801
+00:58:40,960 --> 00:58:43,480
+اللي فوق هيوم هذه القانون اللي عندنا فوق و نبدأ
+
+802
+00:58:43,480 --> 00:58:46,980
+نمسك ال .. ال curve هذا أو ال .. ال tree بهذا
+
+803
+00:58:46,980 --> 00:58:50,160
+الشكل هنا بدأنا اتنين
+
+804
+00:58:51,780 --> 00:58:57,800
+الاتنين هذه معناته مبدئيا هنا اتنين كفرص فوز تمام
+
+805
+00:58:57,800 --> 00:59:04,780
+و بنفحص إيش في عنده هنا تلاتة لأ هذه max هذه max
+
+806
+00:59:04,780 --> 00:59:08,380
+معناه ذلك أنه لأ أنا بدي أختار تلاتة لأن لما max
+
+807
+00:59:08,380 --> 00:59:12,440
+بيختار بياخد الأعلى لما min بيختار بياخد الأقل
+
+808
+00:59:12,440 --> 00:59:18,840
+أخدنا التلاتة هاي تلاتة ثبتناها الآن واضح أنه من
+
+809
+00:59:18,840 --> 00:59:25,160
+مبدئياعنده تلاتة لكن لازم يكمل ال branch تبعه على
+
+810
+00:59:25,160 --> 00:59:30,540
+أمل يجيبلي أجل هو هيك بفكره انه على الممكن يجيبلي
+
+811
+00:59:30,540 --> 00:59:33,720
+أجل فرص عدد الفرص اجينا طلعنا هنا طبعا لسه مش هاي
+
+812
+00:59:33,720 --> 00:59:39,680
+في التسعة اجينا لجينا خمسة طيب فإذا max أكيد
+
+813
+00:59:39,680 --> 00:59:43,320
+هيختار خمسة أكيد هيختار خمسة
+
+814
+00:59:45,720 --> 00:59:49,720
+مبدأيا من أكيد هيضال عند التلاتة لأنه هيختار الأقل
+
+815
+00:59:49,720 --> 00:59:54,940
+تمام لكن الآن بالنسبة لمن أنا بدي أكمل لأنه ممكن
+
+816
+00:59:54,940 --> 00:59:59,440
+تكون هنا أفضل لأ هي مش أفضل الحقيقة و هنا بنقدر
+
+817
+00:59:59,440 --> 01:00:02,720
+نقول أنه هنقدر نجف مافيش داعي نكملها حتى التسعة
+
+818
+01:00:02,720 --> 01:00:07,800
+هذه هذه مش .. مش .. مافيش داعي أصلا نكمل التسعة
+
+819
+01:00:07,800 --> 01:00:11,820
+هذه صحيح
+
+820
+01:00:15,130 --> 01:00:19,210
+أه مظبوط مافيش داعي نكملها إطلاقا في هيك حالة لإنه
+
+821
+01:00:19,210 --> 01:00:26,910
+بتكلم عن من فأقل أو أكبر مش هتفرج معانا هنا مش
+
+822
+01:00:26,910 --> 01:00:30,990
+هتفرج إطلاقا في الحالة اللي هنا تمام هاتوا نشوف
+
+823
+01:00:30,990 --> 01:00:35,070
+هدى بتنطبق على أي حالة من الحالتين هدول هدى بتنطبق
+
+824
+01:00:35,070 --> 01:00:40,110
+على إذا beta ل ال N اللي أنا موجود فيه أقل من
+
+825
+01:00:40,110 --> 01:00:46,130
+Alphaلا ال parent هيها احنا اجينا فحصنا الخمسة
+
+826
+01:00:46,130 --> 01:00:51,690
+check الخمسة وجينا هنا لجينا ان في عندي .. من ولا
+
+827
+01:00:51,690 --> 01:00:58,090
+max؟ اللي هي فحصنا .. هذي هيك
+
+828
+01:01:02,360 --> 01:01:08,140
+أجينا مبدئيا خمسة فحصنا الخمسة ضالت خمسة و هنا
+
+829
+01:01:08,140 --> 01:01:13,300
+المفروض أنه max هيختار خمسة فال answer max و min
+
+830
+01:01:13,300 --> 01:01:20,560
+بالظبط تمام في الحالة هذه إذا كان ال beta اللي هي
+
+831
+01:01:20,560 --> 01:01:29,340
+المفروض جداش صارت عندي ل ال min ايه ال min اللي
+
+832
+01:01:29,340 --> 01:01:33,820
+هي ال leave خمسةاللي هي خمسة، لأ بس هد مش هتغير
+
+833
+01:01:33,820 --> 01:01:44,260
+معاها إشي، هد مش هتغير معاها حاجة ال alpha
+
+834
+01:01:44,260 --> 01:01:54,800
+لل n، ال n الأن المفروض تكون تعت max، أه معناته
+
+835
+01:01:54,800 --> 01:02:03,220
+أنا max، أنا في max، max هناانا هنا في ال level
+
+836
+01:02:03,220 --> 01:02:10,520
+هنا صحيح فإذا انا مع max احنا روحنا مع من و هذا
+
+837
+01:02:10,520 --> 01:02:15,960
+غلط كويس max خلينا نشوف ال alpha تبعتي خمسة اللي
+
+838
+01:02:15,960 --> 01:02:19,960
+وصلنا لها هل في داعي اكمل ال branch تانية يعني
+
+839
+01:02:19,960 --> 01:02:23,180
+اكمل ال branches تبعتي ولا لأ انا بدأي انطلعت عندي
+
+840
+01:02:23,180 --> 01:02:29,400
+خمسة الخمسة هذه اكبر من مين beta لل parent هي beta
+
+841
+01:02:29,400 --> 01:02:34,970
+لل parentاللي هي تلاتة هيها جاية تلاتة فإذا مافيش
+
+842
+01:02:34,970 --> 01:02:39,970
+أي داعي أني أكمل ال branches إطلاقًا مافيش داعي
+
+843
+01:02:39,970 --> 01:02:44,970
+فإذا هذه المفروض أنه ماعملهاش عملنا لها إيهاش
+
+844
+01:02:44,970 --> 01:02:49,730
+brawning لحظة اللي وجفنا أنه أنا في max و احنا
+
+845
+01:02:49,730 --> 01:02:52,850
+قاعدين نتطلع على من فناخد بالنا احنا ال level
+
+846
+01:02:52,850 --> 01:02:57,330
+تبعنا هو max ولا من تمام؟ احنا كنا في الحالة هذه
+
+847
+01:02:57,330 --> 01:03:02,230
+عند maxلكن اتطلعنا على من؟ وهي اللي خربطنا، هي
+
+848
+01:03:02,230 --> 01:03:04,830
+اللي خربطنا، لأ احنا بنتطلع الآن في max، okay
+
+849
+01:03:04,830 --> 01:03:09,950
+فمبدأيا هي هذا ال branch مش محتاجين نكمل فيه،
+
+850
+01:03:09,950 --> 01:03:14,350
+نكمل، اه okay هيوجطعه، اه هو راح جال على طول لجط
+
+851
+01:03:14,350 --> 01:03:18,050
+هناك، طيب، نكمل هنا، على اعتبار أن هنا صار عندي
+
+852
+01:03:18,050 --> 01:03:20,290
+تلاتة، بقدر اكتب التلاتة، مادام ال branch هذا خلص
+
+853
+01:03:20,290 --> 01:03:27,370
+كلهكويس كتبنا تلاتة الان انا معنى اذا في اكتر من
+
+854
+01:03:27,370 --> 01:03:30,990
+تلاتة و لا لأ طيب نكمل انا لسه مش عارف الصفر
+
+855
+01:03:30,990 --> 01:03:34,250
+مابينتش معنا الصفر و هنا لسه مابيان الصفر هنا
+
+856
+01:03:34,250 --> 01:03:39,130
+وصلنا ل leaf ال leaf ها دي zero فإذا خلاص maximum
+
+857
+01:03:39,130 --> 01:03:43,470
+هاخد zero هو zero اصلا يعني انا بدور على ال max اه
+
+858
+01:03:43,470 --> 01:03:49,010
+بس هو zero كويس من اكيد zero هل اتوقع من من ممكن
+
+859
+01:03:49,010 --> 01:03:53,080
+يعطيني احسن من ال zeroأكيد .. أكيد مش هيطيني هنا
+
+860
+01:03:53,080 --> 01:03:56,600
+أحسن من الـ 0 فصار .. الآن البحث في الـ Min ..
+
+861
+01:03:56,600 --> 01:03:59,880
+الآن هنا صارنا .. الآن صرنا هنا .. مدام أنا هنا في
+
+862
+01:03:59,880 --> 01:04:07,240
+Min .. Min إذا كانت Beta صفر لال node اللي أنا
+
+863
+01:04:07,240 --> 01:04:14,280
+عندها أقل من Alpha تلاتة هيها تاعة ال parent فإذا
+
+864
+01:04:14,280 --> 01:04:18,930
+مافيش داعي أتكمل في ال branch فإذا هذا كلهمش محتاج
+
+865
+01:04:18,930 --> 01:04:23,210
+اكمل فيه اطلاقا مش محتاجي اكمل فيه فعلا ماكملناش
+
+866
+01:04:23,210 --> 01:04:27,970
+فيه طيب ال branch اللي وراه برضه ما زال عندنا امل
+
+867
+01:04:27,970 --> 01:04:34,030
+كmax انه يجيني احسن انه يجينا افضل طيب خليني اكمل
+
+868
+01:04:34,030 --> 01:04:37,030
+انا لسه ماشوفتش الاتنين لانه الاتنين اخر خطوة كانت
+
+869
+01:04:37,030 --> 01:04:41,730
+بيعملها propagation from leaf to root اتنين
+
+870
+01:04:41,730 --> 01:04:49,130
+فالاتنين هذه هتيجي لمين لmaxmax بده يختار اتنين
+
+871
+01:04:49,130 --> 01:04:55,550
+لكن بالنسباله طبعا هتطلع زي ما هي هنا اتنين مين
+
+872
+01:04:55,550 --> 01:04:59,890
+اللي خلاها تطلع اتنين جاب المطروح للاتنين اجته
+
+873
+01:04:59,890 --> 01:05:04,190
+اتنين طبعا هي غير مرضية الاتنين أكيد غير مرضية
+
+874
+01:05:04,190 --> 01:05:07,470
+أبدا لإن هو كان عنده أحسن لكن في عنده لسه branch
+
+875
+01:05:07,470 --> 01:05:12,820
+على أمل أن يكون أعلىخدوا بالك هذه الأتنين إجتني في
+
+876
+01:05:12,820 --> 01:05:17,240
+max بمعنى إن لو في أعلى منها هنا هياخدها مش هيضالة
+
+877
+01:05:17,240 --> 01:05:22,260
+عند الأتنين قرارات max غير قرارات men كويس طلعت
+
+878
+01:05:22,260 --> 01:05:27,540
+واحد خلاص معناته هنا حكمت إن maximum هياخد اتنين
+
+879
+01:05:27,540 --> 01:05:33,140
+اتنين معناته لما ييجي الدور ل men هياخد اتنين
+
+880
+01:05:33,140 --> 01:05:39,980
+انتهى الكلام هنا ان شاء الله في ألف men مش هيعطيني
+
+881
+01:05:39,980 --> 01:05:44,450
+يهممن مش هيعطيني أفضل من الإتنين فهل في معنى أنه
+
+882
+01:05:44,450 --> 01:05:50,590
+أكمل هنا حتى لو في مليون حتى لو في ستمية، على
+
+883
+01:05:50,590 --> 01:05:53,790
+الفاضي، على الفاضي، إيش بدي أقول، بدي أعطيني هنا
+
+884
+01:05:53,790 --> 01:05:57,150
+ستمية، okay بعدين، هنا برضه هتضل اتنين اتنين، هتضل
+
+885
+01:05:57,150 --> 01:06:03,350
+برضه اتنين، فإذا كل branch هذا برضه لا داعي لفحصه
+
+886
+01:06:04,660 --> 01:06:07,140
+فهذه اللحظة عملنا brawning هنا عملنا brawning هنا
+
+887
+01:06:07,140 --> 01:06:10,720
+عملنا brawning هنا صار في عندي نقطة تنتين تلاتة
+
+888
+01:06:10,720 --> 01:06:16,140
+أربعة خمسة ستة سبعة سبع عمليات اختصرتهم مش محتاج
+
+889
+01:06:16,140 --> 01:06:20,260
+أكمل فيهم أصلا ففعليا برضه هنعمل branch عند النقطة
+
+890
+01:06:20,260 --> 01:06:24,140
+هذه تاني واضحة فكرة ال branching و الجزئيات هذه
+
+891
+01:06:24,140 --> 01:06:29,320
+بيضل عندنا هو دي حلناها ال game اللي في النص
+
+892
+01:06:29,320 --> 01:06:33,240
+سيبناها و ننهي فيها ال game هذي ببساطة جدالو
+
+893
+01:06:33,240 --> 01:06:37,380
+افترضت انه عندي سبع
+
+894
+01:06:37,380 --> 01:06:43,420
+حصوات السبع حاطنهم او سبع اجلول اللي بلعبوا فيهم
+
+895
+01:06:43,420 --> 01:06:46,880
+او اي سبع objects السبع objects هدول اللعبة كانت
+
+896
+01:06:46,880 --> 01:06:51,080
+تالي انه انا بدي ابدأ اللعبة اجسمهم لنصين بحيث انه
+
+897
+01:06:51,080 --> 01:06:55,270
+مايكونش واحد جد التانييصير ال .. ال .. الان الطرف
+
+898
+01:06:55,270 --> 01:06:59,510
+التاني بده يمسك النصين اللي أنا جسمتهم يجسم واحد
+
+899
+01:06:59,510 --> 01:07:04,570
+منهم بحيث انه مايكونش فيه جزئين متساوين اللي بيجسم
+
+900
+01:07:04,570 --> 01:07:08,400
+جزئين متساوين بيخسرواحدة من الألعاب اللي هيك
+
+901
+01:07:08,400 --> 01:07:12,380
+السريعة مثلا خليني أقول شوية أحجار سبعة أحجار و
+
+902
+01:07:12,380 --> 01:07:17,060
+بدي أجسمهم طبيعي بدي أجسمهم أربعة تلاتة أو ستة
+
+903
+01:07:17,060 --> 01:07:24,860
+واحد أو خمسة اتنين جسمناهم الآن الدور صار للمنافس
+
+904
+01:07:24,860 --> 01:07:27,820
+المنافس بده يمسك يا الخمسة يجسمها يا الأتنين
+
+905
+01:07:27,820 --> 01:07:31,420
+يجسمها طبعا إذا جسم الأتنين خسر، هيخسر، لأن كيف
+
+906
+01:07:31,420 --> 01:07:36,410
+بده يجسمهم؟ متفسويينأما الخمسة لعب يجسمهم تلاتة
+
+907
+01:07:36,410 --> 01:07:40,750
+اتنين او اربعة واحد بالضبط هيك اللعبة انت بتضطر
+
+908
+01:07:40,750 --> 01:07:46,770
+اللاعب انه يجسم لنصين متساوين بيخسر طيب نشوف نكمل
+
+909
+01:07:46,770 --> 01:07:49,870
+اللعبة زي هذه هل بنقدر نحلها باستخدام ال games
+
+910
+01:07:49,870 --> 01:07:56,010
+theory اللي احنا اشتغلنا عليها او لأ هاي بدأنا
+
+911
+01:07:56,010 --> 01:08:01,960
+بسبعة و هنبدأ من من يعنيالخصم هو اللي هيبدأ
+
+912
+01:08:01,960 --> 01:08:04,800
+اللعبة، الخصم هيبدأ اللعبة، فيه إمكاني أنه يلعب زي
+
+913
+01:08:04,800 --> 01:08:12,720
+ما قلنا 6-1 أو 5-2 أو 4-3، لو لعب 6-1 اللعبة يوصل
+
+914
+01:08:12,720 --> 01:08:17,060
+2، ال 1 طبعا ماتتجسمش، ال 6 ممكن أجسمها 5-1 أو 4
+
+915
+01:08:17,060 --> 01:08:21,970
+-2، 3-3 مانفعشبخسر، بخسر، فمافيش داعي أني ألعب
+
+916
+01:08:21,970 --> 01:08:25,650
+تلاتة تلاتة، كويس الخمسة و اتنين، الأتنين نهائيا
+
+917
+01:08:25,650 --> 01:08:28,190
+ماقدرش ألعب فيها، خلاص هذه أربعة و واحد، هاي
+
+918
+01:08:28,190 --> 01:08:30,730
+الأربعة و الواحد و هاي الأتنين دلت زي ما هي أو
+
+919
+01:08:30,730 --> 01:08:35,530
+خمسة و تلاتة، او خمسة و اتنين عفوا أن اتنين و
+
+920
+01:08:35,530 --> 01:08:37,890
+تلاتة اللي هي الخمسة عبارة عن اتنين و تلاتة، تمام،
+
+921
+01:08:37,890 --> 01:08:42,730
+الآن الأربعة و تلاتة، في إمكانية أنه أجسم الأربعة،
+
+922
+01:08:42,730 --> 01:08:46,590
+بس مش اتنين و اتنين، تلاتة و واحد، بالضبط، تلاتة و
+
+923
+01:08:46,590 --> 01:08:52,270
+واحد فهيهاوالتلاتة في مجال يجسمها 2 و 1 هي 2 و 1
+
+924
+01:08:52,270 --> 01:08:58,370
+اوكي استنفظنا كل طرق التقسيم حتى الآن رجعناها لمين
+
+925
+01:08:58,370 --> 01:09:04,510
+لمن؟ من هيجي يجسم عنده الخمسة في مجال يجسمها 4 و 1
+
+926
+01:09:04,510 --> 01:09:10,070
+او 3 او 2 هي 4 و 1 او 3 او 2 اوكي خلص هذه
+
+927
+01:09:10,070 --> 01:09:15,310
+التقسيمات الممكنة بعد ذلك هيخسرعنده .. عنده ال ..
+
+928
+01:09:15,310 --> 01:09:17,590
+الاتنين هذا مستحيل يلعب فيها خلاص لأنه هيخسر إذا
+
+929
+01:09:17,590 --> 01:09:21,290
+بده يجسمها هنا تلاتة و واحد بس فقط تلاتة و واحد
+
+930
+01:09:21,290 --> 01:09:25,870
+فهي الواحد و اتنين وهي جسم تلاتة و واحد okay هذه
+
+931
+01:09:25,870 --> 01:09:31,890
+بس التلاتة اللي بتنقسم اتنين و واحد لا الاتنين هذا
+
+932
+01:09:31,890 --> 01:09:36,190
+بتنفع ولا الاتنين هذا بتنفع كويس هنا التلاتات يا
+
+933
+01:09:36,190 --> 01:09:38,370
+التلاتة هذه يا التلاتة هذه بدنا نقسم اتنين و واحد
+
+934
+01:09:38,370 --> 01:09:44,690
+فبدنا نصل لهذا ال term كويس مبدئيا إجت عندmax and
+
+935
+01:09:44,690 --> 01:09:49,310
+max هذي بتتجسمش بعدي خلاص هخسر إيش ما هعمل هخسر
+
+936
+01:09:49,310 --> 01:09:53,210
+فعلى طول بروح بعمله evaluation ليش؟ لأن أنا وصلت ل
+
+937
+01:09:53,210 --> 01:09:59,470
+leaf فهذه معناته صفر أنا خسرت هخسر إذا وصلت لهذه
+
+938
+01:09:59,470 --> 01:10:03,070
+المرحلة خسرت إذا سمحتله أنه يعمل المرحلة هذه الآن
+
+939
+01:10:03,070 --> 01:10:07,050
+هذول فيهم إمكانية للتلاتة التلاتة أقسمها لواحد
+
+940
+01:10:07,050 --> 01:10:13,780
+واثنين وإذا ووصلناها لهنا بكون خسرتهلأنه حطتله 2 2
+
+941
+01:10:13,780 --> 01:10:21,420
+1 1 1 في دوره فإيش ما هيلعب هيخسر صح؟ هذه واحد
+
+942
+01:10:21,420 --> 01:10:26,380
+صارت بالنسبالي صارت بالنسبالي واحد تمام هنا
+
+943
+01:10:26,380 --> 01:10:30,060
+الأربعة في مجال واحد فقط لتقسيمها تلاتة و واحد هاي
+
+944
+01:10:30,060 --> 01:10:33,080
+تلاتة و واحد تلاتة و واحد إذا والله هو وصل لتلاتة
+
+945
+01:10:33,080 --> 01:10:37,000
+و واحد هيجسمليها على طول واحد و اتنين للتلاتة و
+
+946
+01:10:37,000 --> 01:10:44,050
+هيخسرنيهيخسرني إلا محالة فإذا صفر هذه التلاتة
+
+947
+01:10:44,050 --> 01:10:47,070
+leaves اللي اللي ضالوا في اللعبة الآن عملنا
+
+948
+01:10:47,070 --> 01:10:50,970
+expanding هيخلصنا ال expanding كله بكل ال
+
+949
+01:10:50,970 --> 01:10:54,550
+possibilities تبعته بعدين عملنا evaluation
+
+950
+01:10:54,550 --> 01:10:59,890
+evaluation لمن؟ لل leaves عشان نعمل ال propagation
+
+951
+01:10:59,890 --> 01:11:04,930
+نرجح و نرجعهذه جايانة من هنا، معناته أنا .. معنى
+
+952
+01:11:04,930 --> 01:11:08,490
+إن هذه اللعبة إذا وصلناها أنا خسران، هذه بتيجي من
+
+953
+01:11:08,490 --> 01:11:14,770
+هنا، أنا خسران، هخسر إذا وطلتني، طيب هنا، بغض
+
+954
+01:11:14,770 --> 01:11:19,370
+النظر عن هذا ال term، هنا فائز ولا خسران، هذه
+
+955
+01:11:19,370 --> 01:11:24,210
+اللعبة خمسة واحد واحد بالنسبالي خسارة، ليش؟ لأن
+
+956
+01:11:24,210 --> 01:11:28,830
+هذه في دور من؟فانا مش متوقع ان منه اطلاقا ان انا
+
+957
+01:11:28,830 --> 01:11:31,990
+اروح العب لهذه اللعبة اللي هتفوزني لأ هو اكيد
+
+958
+01:11:31,990 --> 01:11:35,130
+هيلعب اللعبة هذه اللي هتخسرني فالحالة هذه
+
+959
+01:11:35,130 --> 01:11:40,570
+بالنسبالي خسرانة هذه الحالة خسرانة كويس نكمل هنا
+
+960
+01:11:40,570 --> 01:11:45,610
+هذه طبعا فائزة فإذا وصلني للنقطة هذه فانا بقدر
+
+961
+01:11:45,610 --> 01:11:50,510
+افوز بكمل افوز نكمل فوز فهذه واحد بالنسبالي واحد
+
+962
+01:11:50,510 --> 01:11:56,860
+فائزة فإذا هاي هذه جايةبتيجي منها أو بتيجي من هنا
+
+963
+01:11:56,860 --> 01:12:03,160
+فكلهما اختار من هذه او هذه انا كفيل ان اكمل اللعبة
+
+964
+01:12:03,160 --> 01:12:08,160
+بفوز بمشي الحال تمام، الان هذه مافيش .. بتعطينيش
+
+965
+01:12:08,160 --> 01:12:12,620
+الا خسارة بتعطيني صفر فهي فعلا خسارة بالنسبالي، هي
+
+966
+01:12:12,620 --> 01:12:19,240
+بالنسبالي خسارة الان هذه اه ليش حطيناها انه هنا
+
+967
+01:12:19,240 --> 01:12:24,750
+فوز لانه في دور maxفي دور Max في دوري فطبيعي لو
+
+968
+01:12:24,750 --> 01:12:28,470
+وصلتني ستة واحد مش هروح أعطيه هذه اللعبة إذا أنا
+
+969
+01:12:28,470 --> 01:12:32,030
+بعرف ألعب على طول هروح أعطي اللعبة هذه لأنه أضامنه
+
+970
+01:12:32,030 --> 01:12:35,270
+هذه بتفوزني ليش هروح أعطي اللعبة اللي بتفوزه هو ف
+
+971
+01:12:35,270 --> 01:12:38,310
+automatically هذه بالنسبالي أصبحت واحد إذا قدرنا
+
+972
+01:12:38,310 --> 01:12:41,690
+نصل لهذه اللعبة فأنا عارف كيف ال strategy عشان
+
+973
+01:12:41,690 --> 01:12:44,710
+أكمل الفوز هنا نفس الجثة حتى لو أعطاني خمسة أو
+
+974
+01:12:44,710 --> 01:12:47,990
+اتنين بدي أصل نفس الحالة لو أعطاني أربعة أو تلاتة
+
+975
+01:12:47,990 --> 01:12:52,850
+بدي أصل نفس الحالة فهدول كلهم فوز في البدايةتمام،
+
+976
+01:12:52,850 --> 01:13:00,110
+الآن أفضل path ممكن، الأفضل واحد ممكن فيهم كلهم،
+
+977
+01:13:00,110 --> 01:13:03,690
+أي واحد من هنا بفوزني، كويس، أنا مين أختار من
+
+978
+01:13:03,690 --> 01:13:09,290
+هدول، اللعبة عندي، مين أختار منهم؟ ممكن الأخيرة،
+
+979
+01:13:09,290 --> 01:13:14,540
+بس هذه أوفج، لحظة هذه فرصة كتيرهذه كل فرصها موجودة
+
+980
+01:13:14,540 --> 01:13:18,860
+بس في النهاية هذه او هذه بمشي الحال فصار عندي مجال
+
+981
+01:13:18,860 --> 01:13:24,780
+ل الفوز بهذا الشكل سواء من هنا او من هنا او من هنا
+
+982
+01:13:24,780 --> 01:13:29,720
+او بهذا الشكل كل هدولة فرص .. فرص فوز فبكون بادي
+
+983
+01:13:29,720 --> 01:13:33,420
+اللعبة و انا عارف ايش لازم ألعب و متوقع هو ايش
+
+984
+01:13:33,420 --> 01:13:37,540
+هيلعب متوقع منه ايش هيلعب مايعطينيش ستة واحد اروح
+
+985
+01:13:37,540 --> 01:13:41,540
+ألعبله خمس واحد خلاص معناته انا سلمت زي ما يقول
+
+986
+01:13:41,540 --> 01:13:45,640
+اللعبة له انتهىتمام كتير كويس ترجعوا تعيدوا اللعبة
+
+987
+01:13:45,640 --> 01:13:49,840
+هذه بس تغيروها max بدل من تبدو تشوفوا تتغير معاكم
+
+988
+01:13:49,840 --> 01:13:54,920
+ولا تتغيرش معاكم هاي مثلا games زي ما قلناه نقدر
+
+989
+01:13:54,920 --> 01:14:00,270
+نشتغل بال .. بال mini max معاها و نغيربنغير فيها
+
+990
+01:14:00,270 --> 01:14:03,430
+ال brawning مهم جدا واتفقنا هنا اشتغلنا عليها
+
+991
+01:14:03,430 --> 01:14:07,370
+بتراجعوا المحاضرة كويس فيها بنكون هيك خلصنا جزئية
+
+992
+01:14:07,370 --> 01:14:10,310
+ال search المرة القادمة ان شاء الله بنروح ل ال
+
+993
+01:14:10,310 --> 01:14:12,450
+rules اللي انتوا كلكوا عارفينها اللي هي if then
+
+994
+01:14:12,450 --> 01:14:16,790
+rule بنبدأ زي ما بقوله من الأول بخطوات بسيطة جدا
+
+995
+01:14:16,790 --> 01:14:21,150
+عشان نصل لكتابنا
+
+996
+01:14:21,150 --> 01:14:24,210
+لل textbook الرسم اللي عندنا يعطيكوا العافية و
+
+997
+01:14:24,210 --> 01:14:25,810
+بنشوفكوا المرة القادمة ان شاء الله تعالى
+
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/wmeJyJv3D3A.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/wmeJyJv3D3A.srt
new file mode 100644
index 0000000000000000000000000000000000000000..85323d1c3298cfca04e61af9cc62a19ccfd8a269
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/wmeJyJv3D3A.srt
@@ -0,0 +1,1920 @@
+
+1
+00:00:05,110 --> 00:00:07,130
+بسم الله الرحمن الرحيم والصلاة والسلام علي أشرف
+
+2
+00:00:07,130 --> 00:00:09,910
+الأنبياء والمرسلين سيدنا محمد علي آله وصحبه
+
+3
+00:00:09,910 --> 00:00:14,650
+أجمعين. عزيزنا الطلبة، نبدأ اليوم في موضوع الـ hybrid
+
+4
+00:00:14,650 --> 00:00:18,170
+intelligence system أو expert system، ومن خلاله
+
+5
+00:00:18,170 --> 00:00:22,990
+هنتكلم عن كيف ممكن ندمج أكثر من technique مع بعضها.
+
+6
+00:00:23,200 --> 00:00:26,080
+إحنا طبعًا أخذنا مجموعة جيدة من الـ techniques، و
+
+7
+00:00:26,080 --> 00:00:28,600
+داخل كل technique من الـ techniques أو category من
+
+8
+00:00:28,600 --> 00:00:31,540
+الـ categories أخذنا تفاصيل، وأخذنا طرق مختلفة،
+
+9
+00:00:31,540 --> 00:00:34,820
+approaches مختلفة لتطبيق هذا الـ technique، يعني
+
+10
+00:00:34,820 --> 00:00:37,880
+مثلًا، تكلمنا عن الـ expert system، والـ expert
+
+11
+00:00:37,880 --> 00:00:40,480
+system. الحقيقة كنا بنتكلم فيه عن الـ expert system
+
+12
+00:00:40,480 --> 00:00:45,220
+كـ rule based، ثم تكلمنا عنه لكن مع التطوير، وصار
+
+13
+00:00:45,220 --> 00:00:48,840
+حاجة اسمها fuzzy، fuzzy expert system. تكلمنا عن
+
+14
+00:00:48,840 --> 00:00:51,600
+الـ neural network، والـ neural network، إذا بتذكرون،
+
+15
+00:00:51,600 --> 00:00:54,970
+تكلمنا عن موضوعين، تكلمنا عن الـ supervised، والـ
+
+16
+00:00:54,970 --> 00:00:58,170
+unsupervised، وفي كل واحد منهم الحقيقة تطرقنا
+
+17
+00:00:58,170 --> 00:01:02,410
+لمجموعة جيدة من الطرق، من الطرق اللي ممكن نستخدمها
+
+18
+00:01:02,410 --> 00:01:05,410
+من الـ neural network فيها، حسب supervised أو
+
+19
+00:01:05,410 --> 00:01:08,270
+unsupervised. ثم رحنا للـ genetic algorithm، والـ
+
+20
+00:01:08,270 --> 00:01:10,890
+genetic algorithm. نفس الكلام، بدأنا في الـ basic
+
+21
+00:01:10,890 --> 00:01:13,350
+genetic algorithm، ثم تحدثنا عن الـ evolutionary
+
+22
+00:01:13,350 --> 00:01:18,450
+computation. ثم رحنا للـ genetic programming. إذا
+
+23
+00:01:18,450 --> 00:01:22,510
+أنتم متذكرون تمامًا. اليوم.. اليوم نتكلم: إيش ميزات
+
+24
+00:01:22,510 --> 00:01:25,170
+كل واحد من هذه الطرق، وإيش عيوبه، وكيف أنا ممكن
+
+25
+00:01:25,170 --> 00:01:30,910
+أستثمر ميزات طريقتين مع بعض، هادي مع هادي، بحيث أن
+
+26
+00:01:30,910 --> 00:01:33,730
+واحدة تغطي عيوب الثانية. فإذا هو الهدف، مش إن أنا
+
+27
+00:01:33,730 --> 00:01:37,650
+بدي أعمل hybrid system وخلاص، أو بدي أجيب هادي مع
+
+28
+00:01:37,650 --> 00:01:40,750
+هادي لمجرد التسلية، أو لمجرد أنه بدنا نشوف إيش بدي
+
+29
+00:01:40,750 --> 00:01:44,650
+يطلع منهم. لأ، إحنا الأصل أنه درسناهم عشان نعرف هي
+
+30
+00:01:44,650 --> 00:01:47,710
+إيش ميزات كل واحد، وإيش عيوب كل واحد، وإذا كان في
+
+31
+00:01:47,710 --> 00:01:52,210
+ميزة معينة عند واحد بتغطي عيب عند الثاني، فمن باب
+
+32
+00:01:52,210 --> 00:01:54,730
+..من باب أولى، لإنه الاتنين هدول okay، بيصير كـ
+
+33
+00:01:54,730 --> 00:01:58,620
+hybrid intelligent system مناسبة جدًا. فعشان هيك، أول
+
+34
+00:01:58,620 --> 00:02:01,680
+حاجة هناخدها مقدمة، المقدمة دي هنشوف إيش ميزات كل
+
+35
+00:02:01,680 --> 00:02:04,820
+واحد، وإيش عيوبه، إيش الـ characteristics أو الـ
+
+36
+00:02:04,820 --> 00:02:09,200
+behavior المميزة لكل واحد منهم، بحيث أنه نقدر نعمل
+
+37
+00:02:09,200 --> 00:02:14,110
+matching بطريقة صحيحة. تمام. ثم موضوعنا اليوم هيكون
+
+38
+00:02:14,110 --> 00:02:17,230
+عن neural.. الـ.. الـ neural expert.. expert
+
+39
+00:02:17,230 --> 00:02:20,850
+systems. معناه ذلك أني بدي أروح لـ neural network مع
+
+40
+00:02:20,850 --> 00:02:24,190
+الـ expert أو الـ rule based expert system. هناخدهم
+
+41
+00:02:24,190 --> 00:02:27,350
+مع بعض. فأصار..صار كأنه neural network، بدي أدخل
+
+42
+00:02:27,350 --> 00:02:32,830
+فيها الـ.. الـ rules. بالإضافة لده، الـ neural fuzzy
+
+43
+00:02:32,830 --> 00:02:37,690
+systems. فـ neural برضه، مع neural network مع الـ
+
+44
+00:02:37,690 --> 00:02:41,330
+fuzzy expert system. كيف ممكن أندخلهم مع بعضهم، و
+
+45
+00:02:41,330 --> 00:02:45,090
+ليش بدي أضطر أدخلهم مع بعضهم؟ طيب، طبعًا نفس الكلام
+
+46
+00:02:45,090 --> 00:02:47,690
+للـ genetic. ليش؟ المرة القادمة إن شاء الله تعالى
+
+47
+00:02:47,690 --> 00:02:51,810
+بدنا ندخلها مع الـ other expert systems. في هذا
+
+48
+00:02:51,810 --> 00:02:54,790
+الكلام، لازم نروح مبدئيًا أقول أن الـ expert system
+
+49
+00:02:54,790 --> 00:03:01,070
+هي أن نعمل فكرية، فكرتها أن نعمل combine لأكثر من
+
+50
+00:03:01,070 --> 00:03:04,330
+طريقة مع بعضها، من الـ intelligent technologies اللي
+
+51
+00:03:04,330 --> 00:03:09,490
+إحنا أخذناها. كل واحدة لها العملية اللي خاصة فيها.
+
+52
+00:03:09,490 --> 00:03:11,850
+طبعًا هذا كان أثر مناسب جدًا، لأن مع الـ soft
+
+53
+00:03:11,850 --> 00:03:18,460
+computing، والأجهزة السريعة اللي ممكن تؤدي لهذا
+
+54
+00:03:18,460 --> 00:03:22,300
+الموضوع، خلينا مباشرة نروح للـ comparison للـ expert
+
+55
+00:03:22,300 --> 00:03:25,520
+systems، لأن هذه هي المهمة اللي هتعطينا الفكرة بشكل
+
+56
+00:03:25,520 --> 00:03:29,180
+أوسع. مين بظبط مع مين، و ليش بدي أعملهم مع بعض أساسًا؟
+
+57
+00:03:29,180 --> 00:03:34,480
+يعني خلينا نقول: عندي مجموعة behaviors معينة. هذه هي
+
+58
+00:03:34,480 --> 00:03:37,300
+الأساس، هي المهمة اللي بتهمني في أي expert system.
+
+59
+00:03:37,300 --> 00:03:42,440
+الحقيقة أنه لازم تكون متحققة كويس، وأن قارن الـ
+
+60
+00:03:42,440 --> 00:03:47,060
+expert system أو الـ based rule expert system (ES) أو
+
+61
+00:03:47,060 --> 00:03:51,360
+الـ FS (fuzzy expert system)، الـ neural network، الـ
+
+62
+00:03:51,360 --> 00:03:53,380
+neural network اللي هي الـ NN، والـ genetic
+
+63
+00:03:53,380 --> 00:03:56,900
+algorithm (GA). تمام. أول شغلة بالنسبة لها، الـ
+
+64
+00:03:56,900 --> 00:03:59,900
+knowledge representation. بمعنى أنه أنا بكون، يعطيني
+
+65
+00:03:59,900 --> 00:04:03,860
+الـ input، وأنا عارف شو هو الـ input. طيب، هذا الكلام
+
+66
+00:04:03,860 --> 00:04:06,460
+الحقيقي إحنا شفناه لما كنا بنتكلم في الـ fuzzy مثلًا،
+
+67
+00:04:06,460 --> 00:04:09,400
+لما كنت بتكلم في الـ fuzzy، وبعطي في البداية هي الـ
+
+68
+00:04:09,400 --> 00:04:11,520
+input representation أو الـ knowledge، الـ knowledge
+
+69
+00:04:11,520 --> 00:04:14,340
+اللي أنا عندي، وبده أعطيها، هي كانت عبارة عن إيش؟
+
+70
+00:04:14,340 --> 00:04:19,240
+كانت عبارة عن الـ.. الـ.. الـ crisp value، الـ crisp
+
+71
+00:04:19,240 --> 00:04:23,040
+value. هذه الحقيقة حولتها لـ fuzzy، صحيح عملت لها
+
+72
+00:04:23,040 --> 00:04:25,880
+fuzzification، بس في نهاية الـ fuzzy، هذه مش إن أنا بطلت
+
+73
+00:04:25,880 --> 00:04:29,550
+عارف إيش الـ knowledge اللي عندي. أنا عارف إن هيضمن
+
+74
+00:04:29,550 --> 00:04:33,190
+الـ rules اللي موجودة، هي واحدة من الـ memberships أو
+
+75
+00:04:33,190 --> 00:04:38,930
+من الـ 6 members داخل كل نوع من أنواع المتغيرات اللي
+
+76
+00:04:38,930 --> 00:04:45,370
+موجودة عندي. فكل متغير كنت مجسمه لـ 6 variables،
+
+77
+00:04:45,370 --> 00:04:49,110
+مجموعة variables موجودة عنده، كان low، medium، high،
+
+78
+00:04:49,110 --> 00:04:53,610
+مثلًا. فأنا عارف إيش التصنيف تبعه، كل فترة، كل مرحلة
+
+79
+00:04:53,610 --> 00:04:56,750
+من مراحل العمل. فعمليات الـ knowledge representation
+
+80
+00:04:56,750 --> 00:05:02,310
+كانت جدًا عالية في الـ fuzzy. تمام. كانت شوية أقل في الـ
+
+81
+00:05:02,310 --> 00:05:04,670
+expert system أو الـ based knowledge expert system.
+
+82
+00:05:04,670 --> 00:05:09,890
+في إيش؟ كانت أقل شوية في جزئية احتمالية الموضوع.
+
+83
+00:05:09,890 --> 00:05:13,290
+احتمالية الموضوع كان هو عبارة عن if then، خلاص. فهذه
+
+84
+00:05:13,290 --> 00:05:16,450
+كانت الـ expert system. ماكنش فيها جدّاش احتمالية الـ
+
+85
+00:05:16,450 --> 00:05:22,310
+if then هذه. هتحدث، فهو في تمثيل، لكن شوية ضعيف. فهدا
+
+86
+00:05:22,310 --> 00:05:27,130
+بنعطيها block، الـ grey block with small right، أو
+
+87
+00:05:27,130 --> 00:05:32,730
+small، صحيح، right اللي هو علامة الصحيح. طيب، بالنسبة
+
+88
+00:05:32,730 --> 00:05:38,270
+لما نعمله bald و grey level أو grey box، معناته أنه
+
+89
+00:05:38,270 --> 00:05:43,010
+لأ، هي متحققة بصورة عالية، وهي الـ index تبعنا. لو كان
+
+90
+00:05:43,010 --> 00:05:46,070
+الـ box أبيض، فهي bad، هي فعلاً ما حققتش الـ
+
+91
+00:05:46,070 --> 00:05:51,530
+characteristic. هذا الـ grey box، فهي نسبيًا bad، يعني آه
+
+92
+00:05:51,530 --> 00:05:57,730
+آه فيها مجال، لكن ضعيف لسه، ضعيف بالنسبة لـ a grey
+
+93
+00:05:57,730 --> 00:06:03,810
+box مع علامة صح صغيرة، معناته نسبيًا جيد، لكن طبعًا
+
+94
+00:06:03,810 --> 00:06:07,750
+الجيد الأفضل، جيد حقق لنا الـ characteristic، هي لما
+
+95
+00:06:07,750 --> 00:06:14,810
+يكون a grey box مع bald أو صح غامق، كويس. فإذا واضح
+
+96
+00:06:14,810 --> 00:06:19,300
+أنه بالنسبة للأولى، أكيد الـ fuzzy أفضل واحدة فيهم،
+
+97
+00:06:19,300 --> 00:06:23,160
+بعدها بتيجي الـ expert system، ثم الـ genetic
+
+98
+00:06:23,160 --> 00:06:26,500
+algorithm، أقل شوية. ليش؟ لأن هدول محتاجين عملية
+
+99
+00:06:26,500 --> 00:06:30,560
+التمثيل، تمّت عملية تحويلها لمين؟ لـ one no zeros.
+
+100
+00:06:30,560 --> 00:06:33,820
+فشوية صعبت علينا. لكن في الـ neural network إطلاقًا،
+
+101
+00:06:33,820 --> 00:06:38,040
+أنا ما بعرف إيش في جوا neural network، صحيح؟ إطلاقًا،
+
+102
+00:06:38,040 --> 00:06:43,250
+ما بعرف هي الـ nodes هذه تمثل إيش؟ حتى الـ input نفسه،
+
+103
+00:06:43,250 --> 00:06:45,390
+..حتى الـ input نفسه اللي بيشتغلوا في الـ neural
+
+104
+00:06:45,390 --> 00:06:49,430
+network.. في الـ neural network، مجموعة الـ input هي
+
+105
+00:06:49,430 --> 00:06:52,170
+features. مش بالضروري إن هي تمثل الـ knowledge
+
+106
+00:06:52,170 --> 00:06:55,730
+المباشرة أو المعرفة الحقيقية. أنا بدخل features، و
+
+107
+00:06:55,730 --> 00:07:00,670
+خلصنا. إذا أنا مدخل شغلة أنا نفسي مش عارفها بالظبط،
+
+108
+00:07:00,670 --> 00:07:03,470
+إيش لازم تكون؟ هل لازم تكون واحد؟ ولا لازم تكون صفر؟
+
+109
+00:07:03,470 --> 00:07:07,470
+أو تكون أي قيمة fractional value، أنا مش عارفها
+
+110
+00:07:07,470 --> 00:07:12,350
+تحديدًا. يعني الحقيقة، كويس، مش زي الباقين في الـ
+
+111
+00:07:12,350 --> 00:07:16,410
+uncertainty tolerance. جدّاش عدم الوثوقية. يعني أنا لو
+
+112
+00:07:16,410 --> 00:07:20,230
+أنا مش.. ما عنديش.. مش واثق كثير في الـ.. في الـ
+
+113
+00:07:20,230 --> 00:07:23,310
+input تبعي. أنا مش واثق كثير إن الـ input تبعي هو
+
+114
+00:07:23,310 --> 00:07:29,200
+one hundred percent.  تحقيقًا.. لما قلنا.. مذاكرين
+
+115
+00:07:29,200 --> 00:07:32,860
+المثال تبع طويل ومش طويل، والـ 180 وأطول من 180، و
+
+116
+00:07:32,860 --> 00:07:37,160
+أقل من 180. لما قلنا: والله أكبر من 180، طب إيه واحد
+
+117
+00:07:37,160 --> 00:07:42,800
+181؟ صنّفه حسب الـ expert system، صنّفه إيش؟ صنّفه إن
+
+118
+00:07:42,800 --> 00:07:47,840
+هو طويل. طيب، 179 صنّفه قصير. طبعًا هذا خطأ كبير..
+
+119
+00:07:47,840 --> 00:07:51,560
+هذا خطأ كبير. فالـ uncertainty مش كثير باينة في الـ
+
+120
+00:07:51,560 --> 00:07:54,440
+expert system، لكن هي مناسبة جدًا، وجيدة في الـ
+
+121
+00:07:54,440 --> 00:07:58,210
+other classifiers أو الـ other expert systems. في
+
+122
+00:07:58,210 --> 00:08:01,970
+الـ fuzzy، في الـ neural، في الـ genetic، كلها جيدة. طيب، الـ
+
+123
+00:08:01,970 --> 00:08:06,630
+imprecise tolerance أو عدم الدقة. إذا أنا أعطيته
+
+124
+00:08:06,630 --> 00:08:10,250
+معلومة وماكنتش دقيقة مائة في المائة فيها، يعني
+
+125
+00:08:10,250 --> 00:08:15,630
+المعلومة كانت فيها شوية عدم دقة، الـ fuzzy قال لك:
+
+126
+00:08:15,630 --> 00:08:18,430
+أنا ما عنديش مشكلة. ليش؟ لأن أنا بتعاملش مع القيم
+
+127
+00:08:18,430 --> 00:08:21,970
+كقيم كاملة، أنا بتعامل معاها كـ categories. أنت قلت
+
+128
+00:08:21,970 --> 00:08:24,990
+إن هي high أو low أو medium، وخلاص. أنا بتعامل
+
+129
+00:08:24,990 --> 00:08:30,010
+معاها. ما فيش عندي مشكلة. الـ neural network طبعًا الـ
+
+130
+00:08:30,010 --> 00:08:33,230
+imprecise tolerance. ليش؟ لأن هي أصلًا بتدرب حالها
+
+131
+00:08:33,230 --> 00:08:37,110
+بناء على إنه أساسًا اللي هيجيني هو مختلف عن اللي
+
+132
+00:08:37,110 --> 00:08:41,090
+أنا عارفه. كان neural network، فهي بالعكس بتعمل
+
+133
+00:08:41,090 --> 00:08:43,730
+adaptation بشكل، ما عندهاش مشكلة. وهذا هيبين كمان مع
+
+134
+00:08:43,730 --> 00:08:45,970
+الـ bag، الـ characteristics. الـ genetic algorithm نفس
+
+135
+00:08:45,970 --> 00:08:49,270
+الكلام. يعني لو أعطيته input هو مش بالظبط نفس اللي
+
+136
+00:08:49,270 --> 00:08:52,880
+هو اتدرب عليه، أو اللي متعود عليه. بتعامل معها، ما فيش
+
+137
+00:08:52,880 --> 00:08:58,420
+عنده مشكلة. طيب، الـ adaptability برضه، التكيف، واضح
+
+138
+00:08:58,420 --> 00:09:01,940
+جداً إن هنا حتى الـ fuzzy اختلفت شوية، لأن الـ fuzzy ممكن
+
+139
+00:09:01,940 --> 00:09:05,880
+يتكيف، ممكن يدرب حاله، ممكن يمرّن حاله على أخطاء
+
+140
+00:09:05,880 --> 00:09:10,140
+كتيرة. هي عنده rules جدًا، رغم أنه عنده هامش في
+
+141
+00:09:10,140 --> 00:09:14,200
+التعامل مع الـ uncertainty أو فكرة الـ uncertainty
+
+142
+00:09:14,200 --> 00:09:18,230
+management. طبقها، وبقدر أتعامل معاها، لكن مش بالشكل
+
+143
+00:09:18,230 --> 00:09:24,010
+الكبير إنه يتطوّر أو يطور حاله أو يتكيف زي الـ
+
+144
+00:09:24,010 --> 00:09:26,670
+neural network والـ genetic. طيب، الـ learning
+
+145
+00:09:26,670 --> 00:09:32,580
+ability، إنه يدرب حاله، يعني يتعلم لحاله. طبعًا كانت
+
+146
+00:09:32,580 --> 00:09:36,800
+فكرة يتعلم لحاله مفقودة تمامًا في الـ fuzzy. الـ fuzzy بعطيه
+
+147
+00:09:36,800 --> 00:09:41,160
+rule، ما بقدرش يغيرها. خلاص، هي rule انتهى. طب يا عم الـ
+
+148
+00:09:41,160 --> 00:09:44,800
+rule فيها أصلًا غلط، درّب حالك، واتعرف على الخطأ، وده
+
+149
+00:09:44,800 --> 00:09:49,460
+و.. و.. و خليني أقول: عدّل الخطأ. فش مجال، فش مجال.
+
+150
+00:09:49,460 --> 00:09:52,820
+فالـ genetic algorithm هنا اللي عرفوا إن الـ fuzzy واجعة
+
+151
+00:09:52,820 --> 00:09:56,100
+في النقطة هذه. طبعًا الـ expert system أكيد من بابه
+
+152
+00:09:56,100 --> 00:09:59,100
+أنه هيوقع بدري بدري في النقطة هذه. لكن الـ neural
+
+153
+00:09:59,100 --> 00:10:01,520
+network والـ genetic، لأ، في عندهم إمكانية إن يدربوا
+
+154
+00:10:01,520 --> 00:10:05,440
+حالم، يدربوا حالهم في الموضوع، ما فيش مشكلة في
+
+155
+00:10:05,440 --> 00:10:09,700
+المقابل، الـ explanation ability، الـ explanation
+
+156
+00:10:09,700 --> 00:10:13,060
+ability اللي هي المقصود فيها القدرة على الشرح،
+
+157
+00:10:13,670 --> 00:10:17,310
+القدرة على الشرح. تمام. القدرة على الشرح كانت عالية
+
+158
+00:10:17,310 --> 00:10:22,310
+جداً في الـ expert system وفي الـ fuzzy system. ليش؟
+
+159
+00:10:22,310 --> 00:10:25,210
+لأن بكل بساطة، أنت على ورقة وقلم ممكن يطلع لك الـ
+
+160
+00:10:25,210 --> 00:10:31,500
+code، نشرة كاملة، كيف وصل للقرار تبعه، وفي كل خطوة من
+
+161
+00:10:31,500 --> 00:10:36,040
+الخطوات أنت مدرك أو حاسس بقيمة الخطوة، يعني عارف
+
+162
+00:10:36,040 --> 00:10:39,980
+إيش الناتج اللي بيطلع من كل خطوة، وحاسس فيه، فكـ
+
+163
+00:10:39,980 --> 00:10:45,500
+ناتج نهائي، أنت بتكون مطمئن إنه خلاص، هو هيك ناتج
+
+164
+00:10:45,500 --> 00:10:49,500
+مظبوط. يعني هذا طبعًا في الاتنين دول. في الـ neural
+
+165
+00:10:49,500 --> 00:10:52,980
+network.. neural network لأ، لأن إحنا قلنا: أنا
+
+166
+00:10:52,980 --> 00:10:56,440
+بتعامل مع الـ neural network، على أساس إن هي، خصوصًا في الـ
+
+167
+00:10:56,440 --> 00:10:58,360
+hidden layer، لما يكون فيها مجموعة hidden layers،
+
+168
+00:10:58,360 --> 00:11:01,620
+أنا مش عارف إيش لازم يطلع. فلما يقول إن الـ hidden
+
+169
+00:11:01,620 --> 00:11:07,260
+layer قيمته 15 أو قيمته 14.5 أو قيمته صفر، ما عنديش
+
+170
+00:11:07,260 --> 00:11:11,140
+أي إحساس أبداً إنه صح ولا غلط. أساسًا هي hidden
+
+171
+00:11:11,140 --> 00:11:15,220
+layer، وفيها
+
+223
+00:14:57,820 --> 00:15:01,840
+system واضح ليش؟ أنا هشتغل على الـ if then تمام
+
+224
+00:15:01,840 --> 00:15:04,960
+جايانة من مين الـ if then؟ جايانة من الـ expert
+
+225
+00:15:04,960 --> 00:15:08,320
+system فإذا الـ expert system بيعتمد على الـ logical
+
+226
+00:15:08,320 --> 00:15:12,440
+inference على الاستدلال المنطقي و الـ decision
+
+227
+00:15:12,440 --> 00:15:16,440
+trees if then if then if then فهتلاقي الـ if then
+
+228
+00:15:16,440 --> 00:15:21,090
+يا yes يا no طيب الـ if then هنا yes no فهذا تمثل
+
+229
+00:15:21,090 --> 00:15:24,550
+بالشكل الكبير الكبير على حاجة اسمها tree أو decision
+
+230
+00:15:24,550 --> 00:15:30,310
+trees بركز أكثر على الـ modeling human reasoning
+
+231
+00:15:30,310 --> 00:15:34,050
+بمعنى التفكير البشري لأنه زي ما قلنا مين اللي بده
+
+232
+00:15:34,050 --> 00:15:35,990
+يعطينا الـ rules هذي و مين اللي بده يقول الـ rules
+
+233
+00:15:35,990 --> 00:15:41,170
+صح ولا غلط هو الـ expert domain أو الـ human domain
+
+234
+00:15:41,170 --> 00:15:46,700
+طبعا مش هيكون اللي هو الـ expert human أو الخبير اللي
+
+235
+00:15:46,700 --> 00:15:49,520
+بده يكتبها فإذا بيعتمد بشكل أساسي الـ modeling
+
+236
+00:15:49,520 --> 00:15:53,780
+تبعنا على التفكير المنطقي بينما neural network في
+
+237
+00:15:53,780 --> 00:15:56,860
+المقابل هي بتعتمد على الـ parallel data processing
+
+238
+00:15:56,860 --> 00:16:03,100
+أنه في parallelism الـ parallelism هذه هي اللي
+
+239
+00:16:03,100 --> 00:16:06,880
+بتعطيني سرعة بتعطيني عملية الـ adaptation اللي ممكن
+
+240
+00:16:07,410 --> 00:16:10,350
+اللي اتكلمنا عنها سابقا، هنضيف إلى ذلك أن هي
+
+241
+00:16:10,350 --> 00:16:13,370
+بتعمل focusing على إيش، يعني هي استوحاها هذا
+
+242
+00:16:13,370 --> 00:16:16,350
+الموضوع من مين، مش من الـ modeling للـ human
+
+243
+00:16:16,350 --> 00:16:19,750
+reasoning، أن نستوحيها اللي هي الـ rule اللي كانت
+
+244
+00:16:19,750 --> 00:16:22,950
+فوق هنا كانت rule، استوحاها من مين؟ من الـ expert،
+
+245
+00:16:22,950 --> 00:16:27,990
+الـ human، هنا لأ، باستوحيها من الـ human brain، من
+
+246
+00:16:27,990 --> 00:16:32,910
+الـ human brain، التركيب نفسه للـ brain، بمعنى أن الـ
+
+247
+00:16:32,910 --> 00:16:37,630
+expert system بيتعامل مع الـ brain كأنه black box
+
+248
+00:16:37,630 --> 00:16:41,350
+فالـ black box هذا هو مش عارف إيش جوا المهم أنه
+
+249
+00:16:41,350 --> 00:16:46,130
+هاتلنا خبير يقول لي إيش الناتج و خلاص يعطيني ناتج
+
+250
+00:16:46,130 --> 00:16:49,510
+و خلاصنا يبني الـ .. الـ .. الـ .. الـ .. الـ rule و
+
+251
+00:16:49,510 --> 00:16:52,970
+خلاص بينما الـ neural .. الـ neural networks لأ هي
+
+252
+00:16:52,970 --> 00:16:56,630
+بتنظر للـ structure نفسه و الـ function بتاعة الـ
+
+253
+00:16:56,630 --> 00:17:01,860
+brain نفسه و أهم شغل فيها الـ ability to learn كان
+
+254
+00:17:01,860 --> 00:17:06,520
+دي كيف بتعلم الدماغ، كيف الدماغ بيخزن، كيف بي ..
+
+255
+00:17:06,520 --> 00:17:09,660
+بي .. بي .. بيميز، كيف بيعمل recognition و
+
+256
+00:17:09,660 --> 00:17:13,840
+correction و كل الأمور هذه، فبيميز على أو بيركز على
+
+257
+00:17:13,840 --> 00:17:16,980
+التعلم في الدماغ، هذا الـ neural network، فإذا واضح
+
+258
+00:17:16,980 --> 00:17:19,380
+أن كل واحد بيفكر بطريقة غير التانية، فتخيل لما
+
+259
+00:17:19,380 --> 00:17:24,910
+ينحطوا مع بعض، بده يصير powerful expert system هيك
+
+260
+00:17:24,910 --> 00:17:28,670
+المتوقع يعني بس expert system قوي جدا تمام فإذا
+
+261
+00:17:28,670 --> 00:17:32,510
+وين بتخزن الـ expert system وين بيخزن معلومته في الـ
+
+262
+00:17:32,510 --> 00:17:36,310
+if then rule فإذا هو بيتعامل مع الـ if then rule
+
+263
+00:17:36,310 --> 00:17:40,810
+بينما neural network لأ هي بتتعامل مع بتخزن الـ
+
+264
+00:17:40,810 --> 00:17:44,190
+فيه الـ symbolic أو الـ synaptic عفوا الـ synaptic
+
+265
+00:17:44,190 --> 00:17:47,930
+weights بين الـ neurons بين كل نيورن و التانية
+
+266
+00:17:47,930 --> 00:17:52,190
+الـ Synaptic weights اللي بينهم هي اللي بتخزن قيمة
+
+267
+00:17:52,190 --> 00:17:55,550
+الحقيقة هذه هي المعرفة هي اللي تمثل المعرفة و عشان
+
+268
+00:17:55,550 --> 00:17:58,390
+إحنا مش قادرين نفهمها بالظبط عشان إيه إحنا
+
+269
+00:17:58,390 --> 00:18:01,010
+مابنعرفش إيش جوا .. إحنا مابنعرفش إيش جوا لكن هذه
+
+270
+00:18:01,010 --> 00:18:06,970
+اللي بتخزن كيفية فهم الـ brain للمعرفة تمام في الـ
+
+271
+00:18:06,970 --> 00:18:09,570
+expert system زي ما قلنا الـ knowledge بنجسمها
+
+272
+00:18:09,570 --> 00:18:12,190
+لمجموعة rules .. أنا عنده knowledge كبيرة لكن
+
+273
+00:18:12,190 --> 00:18:14,510
+بأخذهاش كاملة على بعض بجسمها لمجموعة rules .. rule
+
+274
+00:18:14,510 --> 00:18:18,370
+أولى تانية تالتة بتذكري لما كنا بنتنبأ أو بنتوقع
+
+275
+00:18:18,370 --> 00:18:22,550
+حالة الطقس غدا نفس الشيء عملناهم تجريبا في ستة
+
+276
+00:18:22,550 --> 00:18:26,050
+rules فجسمناهم مجموعة rules .. كويس .. بينما هذا
+
+277
+00:18:26,050 --> 00:18:29,470
+الكلام في neural network لأ cannot select a single
+
+278
+00:18:29,470 --> 00:18:33,370
+synaptic weight بقدرش آخذ synaptic weight اللي هي
+
+279
+00:18:33,370 --> 00:18:36,490
+مخصصة لمعلومة أقول والله بدي أمثلها لحالها إطلاقا
+
+280
+00:18:36,490 --> 00:18:40,350
+هذه صحيح هي تمثل معلومة أو knowledge ولكن هذه
+
+281
+00:18:40,350 --> 00:18:45,890
+معلومة تكاملية بتكمل مع كل الـ synaptic weights
+
+282
+00:18:45,890 --> 00:18:49,230
+التانية فلازم يكون كله كامل على بعضه فالـ neural
+
+283
+00:18:49,230 --> 00:18:52,530
+network في الحقيقة هي فعلا black box بالنسبة للـ
+
+284
+00:18:52,530 --> 00:18:57,010
+user بالنسبة للـ user بقدرش أقول أن الـ symbolic الـ
+
+285
+00:18:57,010 --> 00:19:01,670
+.. الـ synaptic weight هذه خاصة بكذا و الـ synaptic
+
+286
+00:19:01,670 --> 00:19:05,670
+weight هذه خاصة بكذا لأ لأ لأ إطلاقا كلهم يمثلوا
+
+287
+00:19:05,670 --> 00:19:10,510
+كل المعرفة و كلهم متكاملين لتمثيل المعرفة ككل تمام
+
+288
+00:19:11,970 --> 00:19:15,650
+هل بنقدر نعمل combine الـ advantages لهذه مع الـ
+
+289
+00:19:15,650 --> 00:19:18,530
+advantages لهذه؟ أكيد و هو هذا موضوعنا أصلا، يعني
+
+290
+00:19:18,530 --> 00:19:21,530
+إحنا قاعدين شغالين على neural expert system أو
+
+291
+00:19:21,530 --> 00:19:26,410
+connections expert system على أساس أنه نقول أنه آه
+
+292
+00:19:26,410 --> 00:19:30,710
+بقدر أعمل system هذا مع هذا و مباشرة نروح لهذا الـ
+
+293
+00:19:30,710 --> 00:19:34,090
+system و اللي هيختلف فيه أنه هنا كان في حاجة اسمها
+
+294
+00:19:34,090 --> 00:19:38,060
+الـ knowledge based متذكرينها كنت بحط فيها إيش؟ if
+
+295
+00:19:38,060 --> 00:19:42,080
+then rule otherwise كان هو نفس الـ expert system
+
+296
+00:19:42,080 --> 00:19:47,220
+فإذا هنا الـ knowledge بتاعتنا هتكون كالتالي أن لأ
+
+297
+00:19:47,220 --> 00:19:51,460
+الـ rule هنخليها هي هيها ولكن parallel معاها هيكون فيه
+
+298
+00:19:51,460 --> 00:19:56,440
+knowledge base فهيكون فيه neural network الـ neural
+
+299
+00:19:56,440 --> 00:20:01,260
+network هذه هنعملها training عادي جدا و مدام صار
+
+300
+00:20:01,260 --> 00:20:05,550
+neural network صار بقدر أدخل الـ new data صار هنا
+
+301
+00:20:05,550 --> 00:20:09,370
+فيه الـ adaptation بقدر أنا أعدل و أدخل الـ new data
+
+302
+00:20:09,370 --> 00:20:11,810
+الـ neural network هي اللي هتعدل ليها و بعدين
+
+303
+00:20:11,810 --> 00:20:15,070
+أدخلها على الـ system عادي جدا بدون أي مشاكل بس
+
+304
+00:20:15,070 --> 00:20:18,550
+بنكون أخذناها و أنا عامل representation من الأول
+
+305
+00:20:18,550 --> 00:20:23,130
+صحيح لها بحيث أن نكمل باقي الخطوات كما هي طبعا
+
+306
+00:20:23,130 --> 00:20:27,110
+ممكن ترجعوا لها الـ .. أعتقد مش عارف المحاضرة السادسة
+
+307
+00:20:27,110 --> 00:20:30,110
+الـ sets السابعة كنا بنأخذ .. بنتكلم عن الـ block
+
+308
+00:20:30,110 --> 00:20:33,970
+هذا تمام فالآن الـ search engine زي ما هو أنا اللي
+
+309
+00:20:33,970 --> 00:20:38,290
+بدي أعمله بدي أعمله تقريبا طريقة تفكير تقريبية
+
+310
+00:20:38,290 --> 00:20:43,910
+الآن الـ rule extraction برضه هذه من الأشياء المهمة
+
+311
+00:20:43,910 --> 00:20:48,190
+مدام أنت جبت neural network و الـ neural network
+
+312
+00:20:48,190 --> 00:20:52,610
+هذه المفروض أن هي بتقوم بعملية التفكير معنى ذلك أن
+
+313
+00:20:52,610 --> 00:20:58,990
+الشخص الخبير مش محتاج لأنه مالهاش معنى الـ neural
+
+314
+00:20:58,990 --> 00:21:01,950
+network و أنا قاعد بقول أن عملت modeling للـ brain
+
+315
+00:21:01,950 --> 00:21:05,830
+و بعدين أروح أستعين بالشخص بالـ .. بالـ .. بالـ human
+
+316
+00:21:05,830 --> 00:21:09,270
+أو بالـ expert اللي موجود عندنا الـ human expert مش
+
+317
+00:21:09,270 --> 00:21:13,330
+هيك؟ أكيد منطقي أنا ليش طيب عملت الـ modeling للـ
+
+318
+00:21:13,330 --> 00:21:16,750
+brain؟ ليش عملت modeling للدماغ إذا لسة بدي أرجع
+
+319
+00:21:16,750 --> 00:21:21,890
+أسأل الشخص نفسه؟ فبنستغنى عنه فصار بدي الآن مهمة
+
+320
+00:21:21,890 --> 00:21:25,220
+تانية لازم الـ neural network تعملها إلها اللي هو
+
+321
+00:21:25,220 --> 00:21:28,080
+الـ model تبع الـ neural network بتاع الدماغ أنه
+
+322
+00:21:28,080 --> 00:21:32,240
+يعمل إلها rule extraction هو اللي يطلع إلها الـ rules
+
+323
+00:21:32,240 --> 00:21:36,140
+هو اللي يطلع لنا الـ rules يبنينا الـ rules كويس
+
+324
+00:21:36,140 --> 00:21:39,400
+و هذا هناخده الحقيقة من المثال هذا المثال المثال
+
+325
+00:21:39,400 --> 00:21:44,540
+تبعنا كالتالي عندي مجموعة objects بدنا نميز بينهم
+
+326
+00:21:44,540 --> 00:21:49,940
+bird, plane و glider bird طبعا كلكم عارفين الـ bird
+
+327
+00:21:49,940 --> 00:21:54,260
+اللي هي الطير العصفور و plane اللي هي الطائرة و
+
+328
+00:21:54,260 --> 00:21:59,690
+glider اللي هي الطائرة الشراعية glider الطائرة
+
+329
+00:21:59,690 --> 00:22:04,930
+الشراعية طيب الطائرة الشراعية الحقيقة في منها
+
+330
+00:22:04,930 --> 00:22:08,930
+نوعين في نوع بـ motor و في نوع بدون motor الواضح
+
+331
+00:22:08,930 --> 00:22:11,290
+النتائج هنا بتقول أن هذا الطائرة الشراعية بدون
+
+332
+00:22:11,290 --> 00:22:15,930
+motor اللي هي بتنمسك بالإيد و بيكون طاير فيها
+
+333
+00:22:15,930 --> 00:22:19,490
+الشخص هنشوف هنوضح الكلام هذا لما ندخل شوية في
+
+334
+00:22:19,490 --> 00:22:23,530
+تفاصيل الـ network اللي قدامنا هذه لأن هنا معطيني
+
+335
+00:22:23,530 --> 00:22:29,740
+النتائج اللي اتدربت هذه قيم نهائية تدربت للـ weights
+
+336
+00:22:29,740 --> 00:22:33,540
+أو الـ Synaptic weights بحيث أن الموديل هذا الآن
+
+337
+00:22:33,540 --> 00:22:38,900
+قادر أنه يميز bird, plane, glider بناء على مجموعة
+
+338
+00:22:38,900 --> 00:22:43,240
+inputs وهي هنا الميزة اللي وجدت في تمثيل المعرفة
+
+339
+00:22:43,240 --> 00:22:45,860
+الـ neural network ماكنتش قادر أعمل هذا الكلام فيها
+
+340
+00:22:45,860 --> 00:22:50,800
+أن أنا عارف إيش الـ inputs تعوني أنا من الأول عارف
+
+341
+00:22:50,800 --> 00:22:54,680
+إيش الـ inputs و الـ inputs هذه بقدر أسأل للشخص سؤال
+
+342
+00:22:54,680 --> 00:22:59,040
+عليها هل شفت كذا؟ فبيقول آه شفت كذا بـ بتعامل
+
+343
+00:22:59,040 --> 00:23:01,840
+معاه الـ neural network صارت تقدر تتعامل معانا بشكل
+
+344
+00:23:01,840 --> 00:23:07,880
+متزامن زي ما بيقولوا سؤال و إجابة بمعنى أنه wings
+
+345
+00:23:08,810 --> 00:23:12,750
+هذه بيقول لي إذا plus one معناته إله جناح أو إله
+
+346
+00:23:12,750 --> 00:23:17,090
+أجنحة wings إذا zero معناته ما بعرف إذا minus one
+
+347
+00:23:17,090 --> 00:23:21,890
+معناته لأ مالوش أجنحة، تمام؟ معرفة هي أنا معطيها
+
+348
+00:23:21,890 --> 00:23:25,570
+قيمة و أنا عارف إيش تمثل، معرف تماما إيش تمثل، طيب
+
+349
+00:23:25,570 --> 00:23:30,510
+tail اللي هو الذيل هل الـ object اللي شفناه أو
+
+350
+00:23:30,510 --> 00:23:33,870
+خليني أقول مركب كاميرا و اللي قدامها أخدت منها
+
+351
+00:23:33,870 --> 00:23:36,830
+معلومة أن و الله مركب ده و لا مش مركب ده zero
+
+352
+00:23:36,830 --> 00:23:40,690
+معناته أنا مش عارف، ما بينش، خليني أقول هذه مدام
+
+353
+00:23:40,690 --> 00:23:47,070
+صفر، إحنا طبعا هنا فرضيا حاطين قيم، للمثال peak،
+
+354
+00:23:47,070 --> 00:23:53,150
+الـ peak هذه غير الـ peak بتاعة الـ P، غير الـ P بهذا
+
+355
+00:23:53,150 --> 00:23:57,950
+الشكل الـ peak هذي اللي إحنا قلنا اللي كنا نسميها
+
+356
+00:23:57,950 --> 00:24:02,730
+الـ peak القمة .. القمة .. هذه معناها منقار .. هذه
+
+357
+00:24:02,730 --> 00:24:06,790
+معناها المنقار .. تمام .. هل يوجد له منقار و لا مش
+
+358
+00:24:06,790 --> 00:24:09,850
+منقار .. طبعا هنا مدام المثال يعطيني plus واحد
+
+359
+00:24:09,850 --> 00:24:14,510
+يعني كأنه إيش بيقول آه شفت منقاره .. شفت منقار ..
+
+360
+00:24:14,510 --> 00:24:18,670
+تمام .. هذه و أخد المعلومة مني represented بشكل
+
+361
+00:24:18,670 --> 00:24:23,070
+منطقي جدا و يتفق معانا كـ كـ كبشر نتكلم مع بعض
+
+362
+00:24:23,070 --> 00:24:27,330
+تمام feathers الـ feathers الحقيقة اللي هي الريش
+
+363
+00:24:27,330 --> 00:24:32,950
+اللي هي الريش plus one برضه هفترض أن أنا قلت له آه
+
+364
+00:24:32,950 --> 00:24:36,150
+و الله كان فيه ريش ليش؟ لأن والله شفت فعلا و جئت منه
+
+365
+00:24:36,150 --> 00:24:40,590
+ريشة مثلا for example طيب engine هل كان له motor
+
+366
+00:24:40,590 --> 00:24:46,580
+minus one لأ مالوش motor مالوش موتور ممكن الماتور
+
+367
+00:24:46,580 --> 00:24:49,580
+يبين كأنه حاجة باينة .. باينة أنه موتور أو على الأقل
+
+368
+00:24:49,580 --> 00:24:53,580
+من صوته أو على الأقل من صوته بس في النهاية لاحظوا
+
+369
+00:24:53,580 --> 00:24:58,100
+أهم شغلة تمثيل الـ inputs الـ inputs ممثلة بطريقة
+
+370
+00:24:58,100 --> 00:25:02,700
+familiar معانا يعني إحنا فاهمينها و عارفين إيش
+
+371
+00:25:02,700 --> 00:25:07,590
+الموضوع تمام الآن أهم شغلة أن مجموعة الـ input هذه
+
+372
+00:25:07,590 --> 00:25:11,550
+هتنضرب في الـ weights الـ weights هذه هتروح للـ rule
+
+373
+00:25:11,550 --> 00:25:15,250
+واحد اتنين تلاتة الـ rules هدول هتقول أن ناتج الـ
+
+374
+00:25:15,250 --> 00:25:19,030
+rule الـ consequent للـ rule الأولى إذا كان الـ rule
+
+375
+00:25:19,030 --> 00:25:22,710
+الأولى تحققت معناته بقدر أقول أن هذا paired هذا
+
+376
+00:25:22,710 --> 00:25:27,490
+paired الـ rule التانية plain الـ rule التالتة خاصة
+
+377
+00:25:27,490 --> 00:25:34,930
+بالـ glider خلينا نجرب الـدمج اللي إحنا عملناه الحقيقة
+
+378
+00:25:34,930 --> 00:25:41,100
+بين neural network و قاعدة بتدرب قيم و الـ rules و
+
+379
+00:25:41,100 --> 00:25:45,440
+اللي جايان من مجرد expert أو rule based expert
+
+380
+00:25:45,440 --> 00:25:50,300
+system الـ knowledge تحققت بشكل واضح لكن في نفس
+
+381
+00:25:50,300 --> 00:25:55,160
+الوقت أنا بدرب القيم هنا بنجرب القيم معناته أنا
+
+382
+00:25:55,160 --> 00:25:59,180
+اللي أعطيتها القيم الحقيقية أنه مين الـ .. أو كيف
+
+383
+00:25:59,180 --> 00:26:02,920
+أبني الـ rule و هذه المرة هنتكلم عنها جزئية كيف أبني
+
+384
+00:26:02,920 --> 00:26:08,880
+الـ rule مش محتاج الـ human expert تمام فخليني نبدأ
+
+385
+00:26:08,880 --> 00:26:12,540
+بالمثال اللي هو معطيني عشان أشوف مبدئيا شكل الـ
+
+386
+00:26:12,540 --> 00:26:18,060
+output إيش بده يطلع عندي فمبدئيا أعطانا plus one
+
+387
+00:26:18,060 --> 00:26:24,340
+أعطاني zero أعطاني plus one plus one minus one
+
+388
+00:26:24,340 --> 00:26:28,420
+فهذه هي التمثيل اللي بيبينها بمعنى أن هو له wings
+
+389
+00:26:29,710 --> 00:26:36,870
+و beak، و feathers، و .. مالوش engine، واضح،
+
+390
+00:26:36,870 --> 00:26:41,230
+مالوش engine، تمام فهذه هنجي نبدأ نضربها بالنسبة
+
+391
+00:26:41,230 --> 00:26:45,570
+للـ rule الأولى، بالنسبة لمين؟ للـ rule الأولى، عشان
+
+392
+00:26:45,570 --> 00:26:49,630
+نضربها للـ rule الأولى، هقول، هذه الـ rule الأولى،
+
+393
+00:26:49,630 --> 00:26:55,160
+هذه الـ rule الأولى فبدنا نأخذ link اتنين تلاتة
+
+394
+00:26:55,160 --> 00:26:58,920
+ارب
+
+445
+00:31:04,840 --> 00:31:11,860
+absolute values لمين؟ للـ noun knowledge مقابل الـ
+
+446
+00:31:11,860 --> 00:31:16,710
+unknown inputsالـ inputs اللي معروفة مقابل الـ
+
+447
+00:31:16,710 --> 00:31:20,970
+inputs اللي غير معروفة، إمتى بتزيد المعروفة عن
+
+448
+00:31:20,970 --> 00:31:25,030
+الغير معروفة، بقول إنه خلاص هدول كافين لبناء الـ
+
+449
+00:31:25,030 --> 00:31:30,350
+rule لأنه مجرد معرفتهم حققت للـ rule، حققت الـ rule
+
+450
+00:31:30,350 --> 00:31:35,370
+فهذا الكلام طبعا، ناخد بالنا بس من كلمة absolute من
+
+451
+00:31:35,370 --> 00:31:39,630
+كلمة absolute هنا، فلما نيجي نطلع على الـ rule
+
+452
+00:31:39,630 --> 00:31:49,100
+الأولى اللي هي كانت خاصة بمين؟ بالـ Bird، كويس
+
+453
+00:31:49,100 --> 00:31:53,700
+كانت جايانة من أربع .. من خمسة inputs، من خمسة
+
+454
+00:31:53,700 --> 00:31:58,940
+inputs، كـ absolute بنرتبهم، الـ inputs هذه، أكبر input
+
+455
+00:31:58,940 --> 00:32:06,970
+فيهم، absolute هي الـ feathers، feathers هذه، هل هي
+
+456
+00:32:06,970 --> 00:32:13,530
+هي كافية أن هي تبني .. تبني للـ rule ولا لأ؟ فعشان
+
+457
+00:32:13,530 --> 00:32:17,690
+نقول هذا الكلام، بدنا نحطها في الكيس تبع الـ noun
+
+458
+00:32:17,690 --> 00:32:25,980
+هقول والله، سألته إذا الـ object له feathers، هل
+
+459
+00:32:25,980 --> 00:32:29,800
+هذه كافية أن أقول فإن هو bird ولا لأ؟ بس، هاي
+
+460
+00:32:29,800 --> 00:32:33,860
+السؤال، هل كافي ولا مش كافي؟ فباجي بقول، مدام أنا
+
+461
+00:32:33,860 --> 00:32:40,080
+أعلم أن هو feathers، بس، بحط الـ feather هنا 2.8، هل
+
+462
+00:32:40,080 --> 00:32:44,460
+هي أكبر من مجموع الباقي الـ unknown ولا لأ؟ الباقي
+
+463
+00:32:44,460 --> 00:32:51,400
+الـ unknown في عندي 0.8 plus 0.2 plus 1 plus 1 plus
+
+464
+00:32:51,400 --> 00:32:56,360
+2.2، طبعا absolute عشان هيك أنا بجمع، يعني 2.2 صارت
+
+465
+00:32:56,360 --> 00:33:08,320
+3.2 صارت 4.3، 4.3 مقابل 2.8، لأ مش أكبر، معناته
+
+466
+00:33:08,320 --> 00:33:15,740
+feathers لحالها لا تستطيع بناء rule أن الـ object
+
+467
+00:33:15,740 --> 00:33:20,850
+هو bird، أن الـ object bird، معناته محتاج another
+
+468
+00:33:20,850 --> 00:33:28,710
+input، مين الأكبر بعد 2.8؟ أكيد 2.2 اللي هو الـ beak
+
+469
+00:33:28,710 --> 00:33:33,470
+فإذا هل يكفي أنه أعرف أنه له ريش ومنقار عشان يقول
+
+470
+00:33:33,470 --> 00:33:39,210
+هو bird؟ هنشوف، فإذا بنيجي بنجمع الـ noun، الـ noun
+
+471
+00:33:39,210 --> 00:33:43,500
+هنا صاروا اتنين، beak feathers، اللي هي جدش بيطلع
+
+472
+00:33:43,500 --> 00:33:50,760
+خمسة، خمسة بيطلع مجموعهم خمسة، طيب الـ unknown جدش
+
+473
+00:33:50,760 --> 00:33:54,880
+صار مجموع الـ unknown هنا عندي واحد، absolute برضه
+
+474
+00:33:54,880 --> 00:34:03,720
+كمان مرة، واحد وواحد اتنين فاصلة واحد، تمام، فإذا اه
+
+475
+00:34:03,720 --> 00:34:12,060
+حققت أكبر من، إذا الـ rule تبعتنا، if object has a
+
+476
+00:34:12,060 --> 00:34:20,160
+beak and object has feathers
+
+477
+00:34:20,160 --> 00:34:26,280
+then the object is bird، خلصنا، هاي الـ rule انبنت
+
+478
+00:34:26,280 --> 00:34:33,400
+هاي كل الحسابات والعملية اللي اشتغلناها، بدأنا بـ a
+
+479
+00:34:33,400 --> 00:34:39,970
+noun، لأعلى قيمة فيهم اللي هي feathers 2.8 مقابل الـ
+
+480
+00:34:39,970 --> 00:34:45,290
+unknown كانت 4.3 زي ما قلنا، فالـ noun أقل من الـ
+
+481
+00:34:45,290 --> 00:34:48,310
+unknown، ماقدرش أبني الـ rule تبعتي على معلومة واحدة
+
+482
+00:34:48,310 --> 00:34:52,750
+مضطر أخد المعلومة الـ most significant input
+
+483
+00:34:52,750 --> 00:34:56,570
+التالية، الـ most significant input التانية اللي
+
+484
+00:34:56,570 --> 00:35:01,610
+بعدها هي الأكبر absolute فيهم، حتى لو بالسالب، حتى
+
+485
+00:35:01,610 --> 00:35:04,570
+لو إيش بالسالب؟ لأن السالب هنا إيش معناه؟ معناه أنه
+
+486
+00:35:04,570 --> 00:35:09,490
+لا يملك، صحيح، فإذا كل الـ rule بتصير إذا لا يملك كذا
+
+487
+00:35:09,490 --> 00:35:14,480
+إذا هو كذا، مش شايف؟ فإذا حتى لو الـ absolute بالـ
+
+488
+00:35:14,480 --> 00:35:17,900
+negative بتعامل معاه برضه، بتعامل معاه، الآن صار
+
+489
+00:35:17,900 --> 00:35:21,320
+عندي knowledge أو foundamental input جديد، هو الـ beak
+
+490
+00:35:21,320 --> 00:35:24,680
+صار عندي اتنين، اتنين فاصلة تمانية تاعة الـ
+
+491
+00:35:24,680 --> 00:35:28,260
+feathers، و two point two تاعة الـ beak، صار عندي
+
+492
+00:35:28,260 --> 00:35:31,020
+مجموع خمسة، زي ما احنا، هاي خمسة، ومجموع الـ unknown
+
+493
+00:35:31,020 --> 00:35:34,660
+two point one، فإذا هنا صار الـ noun أكبر من الـ
+
+494
+00:35:34,660 --> 00:35:39,790
+unknown، فـ conclude bird is true، إذا اتحققوا الاتنين
+
+495
+00:35:39,790 --> 00:35:45,310
+هدول، فبدنا إياه، بدنا الـ rule بدون ما احتاج لـ
+
+496
+00:35:45,310 --> 00:35:48,930
+human expert، بدون ما نحتاج لـ human expert، تمام
+
+497
+00:35:50,490 --> 00:35:53,970
+الكلام هذا مناسب جدا، وهين، خلصناه، وبتقدر تعمل
+
+498
+00:35:53,970 --> 00:35:59,450
+training بحيث أنه دائما لما بتعطي الـ bird وبتعطي
+
+499
+00:35:59,450 --> 00:36:03,570
+كل معلومات الـ bird، تدرب الشبكة تبعتك أنه دائما
+
+500
+00:36:03,570 --> 00:36:07,890
+يطلع bird، ويطلع، وما يكونش لا plane ولا glider، و
+
+501
+00:36:07,890 --> 00:36:11,910
+بتدرب الكلام هذا، وبتعطي features لا للـ plane، و
+
+502
+00:36:11,910 --> 00:36:14,830
+بتدربوا إنه لأ، يطلع لازم يطلع سالب واحد .. واحد
+
+503
+00:36:14,830 --> 00:36:17,610
+لإن واحد كانت هي رقم اتنين في الـ rules، في هذه اللي
+
+504
+00:36:17,610 --> 00:36:19,990
+خاصة بالـ plane، إذا كان الـ features اللي إنت معطيها
+
+505
+00:36:19,990 --> 00:36:22,910
+في البداية هي للـ plane، أو المعلومات بتاعة الـ plane
+
+506
+00:36:22,910 --> 00:36:27,070
+و glider، المفروض minus one and so on، للـ minus
+
+507
+00:36:27,070 --> 00:36:30,870
+one، بتعطيها إيش المعلومات اللي فعلا بقدر أقول أنه
+
+508
+00:36:30,870 --> 00:36:34,350
+يطلع glider، فلازم في الحالة هذه، كل ما بتدخل
+
+509
+00:36:34,350 --> 00:36:38,770
+مواصفات glider، لازم يتخلى الـ output، لابد يطلع
+
+510
+00:36:38,770 --> 00:36:44,740
+minus one، minus one، one، و one، كويس، فخلصنا، ضربناها
+
+511
+00:36:44,740 --> 00:36:48,600
+من بعد ما ضربناها وخلصنا، نبدأ نعمل extraction
+
+512
+00:36:48,600 --> 00:36:52,640
+لمين؟ للـ rules، عشان الـ rules هذه هي اللي هيتم
+
+513
+00:36:52,640 --> 00:36:58,380
+نشرها، لو بدك خليني أقول تعمل explanation، تعمل
+
+514
+00:36:58,380 --> 00:37:02,610
+explanation أن والله فعلا لما بدخل input، الـ rule
+
+515
+00:37:02,610 --> 00:37:05,470
+هذه طلعت لي أن هو paired، خلاص معناته أنا فعلا الـ
+
+516
+00:37:05,470 --> 00:37:09,110
+rule كانت كافية جدا، مين اللي طلع الـ rule؟ الـ neural
+
+517
+00:37:09,110 --> 00:37:13,290
+network، neural network، تمام، الكلام هذا بتقدر تعمله
+
+518
+00:37:13,290 --> 00:37:18,370
+بطريقة multi layer knowledge based، مش كل الطرق أو
+
+519
+00:37:18,370 --> 00:37:21,650
+كل الـ systems بتكون بسيطة لهذا الدرجة، ممكن تكون
+
+520
+00:37:21,650 --> 00:37:24,910
+حاجة بحاجة بهذا الشكل، يكون عندك أكتر من اتنين،
+
+521
+00:37:24,910 --> 00:37:27,930
+تلاتة، خمسة، عشرة rules، ممكن الـ rules هذه تكون مبنية
+
+522
+00:37:27,930 --> 00:37:32,860
+على بعضها، يعني cascaded ورا بعضها، فهذه بتظهر في
+
+523
+00:37:32,860 --> 00:37:36,880
+الحالة هذه كالتالي، زي ما احنا شايفين هيكون في عندك
+
+524
+00:37:36,880 --> 00:37:42,850
+input layer، الـ input layer هذه، هتاخد أو هنتعامل
+
+525
+00:37:42,850 --> 00:37:47,330
+معاها كـ الـ inputs تبع تمين بتاعة الـ rules، فهيكون
+
+526
+00:37:47,330 --> 00:37:52,950
+في عنده a1، a2، a3، a4، a5، هدول كل الـ inputs الممكنين
+
+527
+00:37:52,950 --> 00:37:56,230
+اللي إنت ممكن تشتغل عليهم، بحيث أن الـ rule الأولى
+
+528
+00:37:56,230 --> 00:38:01,930
+الـ rule الأولى هي بتاخد من a1 و a3، فإذا بقدر أقول
+
+529
+00:38:01,930 --> 00:38:08,770
+إذا a1 is true and a3 is true، أو اتحققت، then
+
+530
+00:38:10,940 --> 00:38:19,460
+B1، فبتعطي الناتج كنتج لـ R1، للـ rule واحد، تمام، ليش
+
+531
+00:38:19,460 --> 00:38:23,980
+بحتاج أن أعمل الكلام هذا وخلّيت B1 لحالها، لأن B1
+
+532
+00:38:23,980 --> 00:38:28,940
+ممكن تيجي من rule تانية، زي rule رقم اتنين برضه
+
+533
+00:38:28,940 --> 00:38:32,720
+الناتج تبعها B1، نفس الأشياء، بتذكروا لما كنا بنعمل
+
+534
+00:38:32,720 --> 00:38:37,120
+إذا كان الـ .. الـ .. الـ .. الـ consequent أو الـ
+
+535
+00:38:37,120 --> 00:38:41,550
+conclusion ظهر من two rules، نفس الفكرة، نفس الفكرة،
+
+536
+00:38:41,550 --> 00:38:46,550
+فإذا نروي للتانية، هتاخد، إذا B1 is true and B4 is
+
+537
+00:38:46,550 --> 00:38:53,090
+true، then B1، فالاتنين جمعوا على B1، هل وجدت
+
+538
+00:38:53,090 --> 00:38:58,670
+مبدئيا هنا، طبعا الكلام هذا بتكمله للكل، هنا الجزء
+
+539
+00:38:58,670 --> 00:39:01,670
+هذا الـ layer هذه، هذه الـ neural network هي اللي
+
+540
+00:39:01,670 --> 00:39:05,820
+هتدربهم، زي في الـ back propagation بالظبط تماما، هي
+
+541
+00:39:05,820 --> 00:39:08,920
+back propagation، ما تغيرش شكلها، فهتبدأ تدربهم بحيث أن
+
+542
+00:39:08,920 --> 00:39:11,980
+هي تعطيها الـ weights المناسبة، بدل متذكر لما كنا
+
+543
+00:39:11,980 --> 00:39:18,120
+بناخد .. بنعمل، إذا كان الـ .. وين راحت؟ بي واحد، الـ R
+
+544
+00:39:18,120 --> 00:39:21,460
+واحد والـ R اتنين أعطوا نفس الناتج، كنا بنعمل
+
+545
+00:39:21,460 --> 00:39:26,100
+accumulation لهم، بنجمعهم على أساس أن الأولى زائد
+
+546
+00:39:26,100 --> 00:39:31,620
+التانية، إذا أنتم متذكرين، ناقص ضربهم، تمام، فهذا نفس
+
+547
+00:39:31,620 --> 00:39:37,180
+الكلام، الآن بي واحد، بي اتنين، بي تلاتة هم نفسهم
+
+548
+00:39:37,180 --> 00:39:45,020
+cascaded، input لـ output مختلف، لـ C1 و C2، فنفس
+
+549
+00:39:45,020 --> 00:39:50,460
+الفكرة هي هي، بنبدأ بقيمة الواحد، عصا أن نعرفهم لـ
+
+550
+00:39:50,460 --> 00:39:56,420
+rule رقم ستة و rule رقم سبعة ورقم تمانية، فمعنى ذلك أن
+
+551
+00:39:56,420 --> 00:40:03,060
+هي ممكن الـ network تكون أكتر من hidden layer واحدة
+
+552
+00:40:03,060 --> 00:40:06,420
+فالـ hidden layer الأولى هنا اللي بتكون عادة خاصة
+
+553
+00:40:06,420 --> 00:40:11,400
+بالـ rules، هتكون عبارة عن الـ conjunction layer، نحط
+
+554
+00:40:11,400 --> 00:40:15,950
+الـ rules، وبعدين نواتج الـ rules، ليش نواتج الـ rules
+
+555
+00:40:15,950 --> 00:40:21,210
+هنا؟ لأنه ممكن جدا تكون جايانة من أكتر من rule
+
+556
+00:40:21,210 --> 00:40:27,450
+معنى ذلك أنه لو تحققت الـ rule رقم واحد أو الـ rule
+
+557
+00:40:27,450 --> 00:40:30,710
+رقم اتنين، فمعنى ذلك أنه الـ output هو بي واحد
+
+558
+00:40:30,710 --> 00:40:36,610
+المعلومات هيك بتقول، واحد بتتحقق من two rules، فأي
+
+559
+00:40:36,610 --> 00:40:41,410
+واحدة منهم اتحققت مناسبة، فهنا صارت بتجمع، this
+
+560
+00:40:41,410 --> 00:40:46,390
+conjunction layer، الـ conjunction هي الـ rule نفسها
+
+561
+00:40:46,390 --> 00:40:48,750
+واللي عادة بتكون كلها AND
+
+562
+00:40:51,290 --> 00:40:56,650
+شغالة على AND، فـ conjunction للـ rule، بينما الخطوة
+
+563
+00:40:56,650 --> 00:41:01,030
+اللي وراها، عشان أحصل على الـ .. الناتج أو الـ
+
+564
+00:41:01,030 --> 00:41:03,850
+conclusion، فالـ conclusion هذا إذا ظهر من أكتر من
+
+565
+00:41:03,850 --> 00:41:10,580
+rule، فهو disjunction، ليش؟ OR، OR، يا من هنا يا من هنا
+
+566
+00:41:10,580 --> 00:41:14,100
+وهذا الكلام نفسه، بواحد بواحد، بتحقق إما من الـ rule
+
+567
+00:41:14,100 --> 00:41:17,840
+الأولى أو الـ rule التانية أو الـ rule التانية، AND
+
+568
+00:41:17,840 --> 00:41:23,160
+so on، هذا ممكن طبعا لو لو كبرناها بهذا بهذا الشكل
+
+569
+00:41:23,160 --> 00:41:27,510
+اللي احنا شايفينه، تمام، المرة القادمة إن شاء الله
+
+570
+00:41:27,510 --> 00:41:31,210
+تعالوا بناخد الجزء التاني اللي هو neuro fuzzy
+
+571
+00:41:31,210 --> 00:41:36,330
+system، بفضل نخليه للمرة القادمة بحيث أنه تكون في
+
+572
+00:41:36,330 --> 00:41:39,490
+بداية محاضرة، ماتكونش في نهايتها، لأنه شوية بدها
+
+573
+00:41:39,490 --> 00:41:47,220
+نركز معاها أكتر، تكون أنت كطالب في المقرر تبدأها من
+
+574
+00:41:47,220 --> 00:41:51,720
+بداية المحاضرة، ما بتبدأ تتلخبط مع الـ knowledge تبعت
+
+575
+00:41:51,720 --> 00:41:55,600
+السابقة، خلينا نبدأ في neuro fuzzy system لأنه من
+
+576
+00:41:55,600 --> 00:41:59,340
+الأنظمة المشهورة جدا، والأنظمة اللي كتير مستخدمة، و
+
+577
+00:41:59,340 --> 00:42:04,520
+الحقيقة يعني، دارج جدا استخدامها، وكتير مستخدمة في
+
+578
+00:42:04,520 --> 00:42:10,820
+تطبيقات، وإلها الحقيقة خلينا نسمي سبب وجيه جدا أنه
+
+579
+00:42:10,820 --> 00:42:13,600
+لأ لازم نستخدمها، هنعرف الكلام هذا كله للمرة
+
+580
+00:42:13,600 --> 00:42:16,020
+القادمة إن شاء الله تعالى، يعطيكم العافية وبرك
+
+581
+00:42:16,020 --> 00:42:17,360
+الله فيكم، كل عام وأنتم بخير
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/wmeJyJv3D3A_postprocess.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/wmeJyJv3D3A_postprocess.srt
new file mode 100644
index 0000000000000000000000000000000000000000..bda5f6adf5b309fe7028a7f429527d84e5ae01a1
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/wmeJyJv3D3A_postprocess.srt
@@ -0,0 +1,2324 @@
+1
+00:00:05,110 --> 00:00:07,130
+بسم الله الرحمن الرحيم والصلاة والسلام علي أشرف
+
+2
+00:00:07,130 --> 00:00:09,910
+الأنبياء وإلى المرسلين سيدنا محمد علي أله وصحبه
+
+3
+00:00:09,910 --> 00:00:14,650
+أجمعين عزيزنا الطلبة نبدأ اليوم في موضوع ال hybrid
+
+4
+00:00:14,650 --> 00:00:18,170
+intelligence system أو expert system ومن خلاله
+
+5
+00:00:18,170 --> 00:00:22,990
+هنتكلم عن كيف ممكن ندمج أكتر من technique مع بعضه
+
+6
+00:00:23,200 --> 00:00:26,080
+احنا طبعا أخدنا مجموعة كويسة من ال techniques و
+
+7
+00:00:26,080 --> 00:00:28,600
+داخل كل technique من ال techniques أو category من
+
+8
+00:00:28,600 --> 00:00:31,540
+ال categories أخدنا تفاصيل و أخدنا طرق مختلفة
+
+9
+00:00:31,540 --> 00:00:34,820
+approaches مختلفة لتطبيق هذا ال technique يعني
+
+10
+00:00:34,820 --> 00:00:37,880
+مثلا اتكلمنا عن ال expert system و ال expert
+
+11
+00:00:37,880 --> 00:00:40,480
+system الحقيقة كنا بنتكلم فيه عن ال expert system
+
+12
+00:00:40,480 --> 00:00:45,220
+ك rule based ثم اتكلمنا عنه لكن مع التطوير و صار
+
+13
+00:00:45,220 --> 00:00:48,840
+حاجة اسمها fuzzy .. fuzzy expert system اتكلمنا عن
+
+14
+00:00:48,840 --> 00:00:51,600
+ال neural network و ال neural network إذا بنتذكر
+
+15
+00:00:51,600 --> 00:00:54,970
+اتكلمنا عن موضوعينتكلمنا عن ال supervised و ال
+
+16
+00:00:54,970 --> 00:00:58,170
+unsupervised و في كل واحد منهم الحقيقة تطرقنا
+
+17
+00:00:58,170 --> 00:01:02,410
+لمجموعة كويسة من الطرق من الطرق اللي ممكن نستخدمها
+
+18
+00:01:02,410 --> 00:01:05,410
+من ال neural network فيها حسب supervised أو
+
+19
+00:01:05,410 --> 00:01:08,270
+unsupervised ثم روحنا لل genetic algorithm و ال
+
+20
+00:01:08,270 --> 00:01:10,890
+genetic algorithm نفس الكلام بدأنا في ال basic
+
+21
+00:01:10,890 --> 00:01:13,350
+genetic algorithm ثم تحدثنا عن ال evolutionary
+
+22
+00:01:13,350 --> 00:01:18,450
+computation ثم روحنا لل genetic programming إذا
+
+23
+00:01:18,450 --> 00:01:22,510
+أنتم متذكرين تمامااليوم .. اليوم نتكلم إيش ميزات
+
+24
+00:01:22,510 --> 00:01:25,170
+كل واحد من هذه الطرق و إيش عيوبه و كيف أنا ممكن
+
+25
+00:01:25,170 --> 00:01:30,910
+أستثمر ميزاتطريقتين مع بعض هادي مع هادي بحيث أن
+
+26
+00:01:30,910 --> 00:01:33,730
+واحدة تغطي عيوب التانية فإذا هو الهدف مش إن أنا
+
+27
+00:01:33,730 --> 00:01:37,650
+بدي أعمل hybrid system وخلاص أو بدي أجيب هادي مع
+
+28
+00:01:37,650 --> 00:01:40,750
+هادي لمجرد التسلية أو لمجرد أنه بدنا نشوف إيش بدي
+
+29
+00:01:40,750 --> 00:01:44,650
+يطلع منهم لأ إحنا الأصل أنه درسناهم عشان نعرف هي
+
+30
+00:01:44,650 --> 00:01:47,710
+إيش ميزات كل واحد وإيش عيوب كل واحد وإذا كان في
+
+31
+00:01:47,710 --> 00:01:52,210
+ميزة معينة عند واحد بتغطي عيب عند التاني فمن الباب
+
+32
+00:01:52,210 --> 00:01:54,730
+.. من الباب أولى لإنه الاتنين هدولة okay بيصير ك
+
+33
+00:01:54,730 --> 00:01:58,620
+hybrid intelligent system مناسبة جدافعشان هيك أول
+
+34
+00:01:58,620 --> 00:02:01,680
+حاجة هناخدها مقدمة، المقدمة دي هنشوف إيش ميزات كل
+
+35
+00:02:01,680 --> 00:02:04,820
+واحد وإيش عيوبه، إيش ال characteristics أو ال
+
+36
+00:02:04,820 --> 00:02:09,200
+behavior المميزة لكل واحد منهم، بحيث أنه نقدر نعمل
+
+37
+00:02:09,200 --> 00:02:14,110
+matching بطريقة صحيحة، تمامثم موضوعنا اليوم هيكون
+
+38
+00:02:14,110 --> 00:02:17,230
+عن neural .. ال .. ال neural expert .. expert
+
+39
+00:02:17,230 --> 00:02:20,850
+systems معناه ذلك أني بدي أروح ل neural network مع
+
+40
+00:02:20,850 --> 00:02:24,190
+ال expert أو ال rule based expert system هناخدهم
+
+41
+00:02:24,190 --> 00:02:27,350
+مع بعض فأصار .. أصار كأنه neural network بدي أدخل
+
+42
+00:02:27,350 --> 00:02:32,830
+فيها ال .. ال rules بالإضافة ده ال neuralfuzzy
+
+43
+00:02:32,830 --> 00:02:37,690
+systems ف neural برضه مع neural network مع ال
+
+44
+00:02:37,690 --> 00:02:41,330
+fuzzy expert system كيف ممكن أندخلهم مع بعضهم و
+
+45
+00:02:41,330 --> 00:02:45,090
+ليش بدي أضطر أدخلهم مع بعضهم طيب طبعا نفس الكلام
+
+46
+00:02:45,090 --> 00:02:47,690
+لل genetic ليش المرة القادمة ان شاء الله تعالى
+
+47
+00:02:47,690 --> 00:02:51,810
+بدنا ندخلها مع ال otherexpert systems في هذا
+
+48
+00:02:51,810 --> 00:02:54,790
+الكلام لازم نروح مبدئيا اقول ان الـ expert system
+
+49
+00:02:54,790 --> 00:03:01,070
+هي ان نعمل فكرية فكرتها ان نعمل combine لأكتر من
+
+50
+00:03:01,070 --> 00:03:04,330
+طريقة مع بعضها من ال intelligent technologies اللي
+
+51
+00:03:04,330 --> 00:03:09,490
+احنا خدناها كل واحدة لها العملية اللي خاصة فيها
+
+52
+00:03:09,490 --> 00:03:11,850
+طبعا هذا كان أثار مناسب جدا لان مع ال soft
+
+53
+00:03:11,850 --> 00:03:18,460
+computing و الأجهزة السريعةاللي ممكن تؤدي لهذا
+
+54
+00:03:18,460 --> 00:03:22,300
+الموضوع خلّينا مباشرة نروح لل comparison لل expert
+
+55
+00:03:22,300 --> 00:03:25,520
+systems لأن هده هي المهمة اللي هتعطينا الفكرة بشكل
+
+56
+00:03:25,520 --> 00:03:29,180
+أوسع مين بظبط مع مين و ليش بدي أعملهم مع بعض أساسا
+
+57
+00:03:29,180 --> 00:03:34,480
+يعني خلّينا نقول عندي مجموعة behaviors معينةهذه هي
+
+58
+00:03:34,480 --> 00:03:37,300
+الأساس هي المهمة اللى بتهمني في اي expert system
+
+59
+00:03:37,300 --> 00:03:42,440
+الحقيقة انه لازم تكون متحققة كويس وانقارن ال
+
+60
+00:03:42,440 --> 00:03:47,060
+expert system او ال based rule expert system ES او
+
+61
+00:03:47,060 --> 00:03:51,360
+ال FS ال fuzzy expert system ال neural network ال
+
+62
+00:03:51,360 --> 00:03:53,380
+neural network اللى هى ال NN و ال genetic
+
+63
+00:03:53,380 --> 00:03:56,900
+algorithm GA تمام اول شغلة بالنسبة لها ال
+
+64
+00:03:56,900 --> 00:03:59,900
+knowledge representation بمعنى انه انا بكون يعطي
+
+65
+00:03:59,900 --> 00:04:03,860
+ال input و انا عارف شو هو ال inputطيب هذا الكلام
+
+66
+00:04:03,860 --> 00:04:06,460
+الحقيقي احنا شوفناه لما كنا بنتكلم في الفزي مثلا
+
+67
+00:04:06,460 --> 00:04:09,400
+لما كنت بتكلم في الفزي و بعطي في البداية هي ال
+
+68
+00:04:09,400 --> 00:04:11,520
+input representation او ال knowledge ال knowledge
+
+69
+00:04:11,520 --> 00:04:14,340
+اللي انا عندي و بده اعطيها هي كانت عبارة عن ايش؟
+
+70
+00:04:14,340 --> 00:04:19,240
+كانت عبارة عن ال .. ال .. ال crisp value ال crisp
+
+71
+00:04:19,240 --> 00:04:23,040
+value هذه الحقيقة حولتها لفزي صحيح عملت لها
+
+72
+00:04:23,040 --> 00:04:25,880
+falsification بس في نهاية الفزي هذه مش ان انا بطلت
+
+73
+00:04:25,880 --> 00:04:29,550
+عارف ايش ال knowledge اللي عندي انا عارف ان هيضمن
+
+74
+00:04:29,550 --> 00:04:33,190
+ال rules اللي موجودة هي واحدة من ال memberships أو
+
+75
+00:04:33,190 --> 00:04:38,930
+من ال 6 member داخل كل نوع من أنواع المتغيرات اللي
+
+76
+00:04:38,930 --> 00:04:45,370
+موجودة عندى فكل متغير كنت مجسمه ل 6 variables
+
+77
+00:04:45,370 --> 00:04:49,110
+مجموعة variables موجودة عنده كان low medium high
+
+78
+00:04:49,110 --> 00:04:53,610
+مثلا فانا عارف ايش التصنيف تبعه كل فترة كل مرحلة
+
+79
+00:04:53,610 --> 00:04:56,750
+من مراحل العمل فعمليات ال knowledge representation
+
+80
+00:04:56,750 --> 00:05:02,310
+كانت جدا عاليةفي الفزي تمام كانت شوية أقل في ال
+
+81
+00:05:02,310 --> 00:05:04,670
+expert system أو ال based knowledge expert system
+
+82
+00:05:04,670 --> 00:05:09,890
+في إيش كانت أقل شوية في جزئية احتمالية الموضوع
+
+83
+00:05:09,890 --> 00:05:13,290
+احتمالية الموضوع كان هو عبارة عن if then خلاص فهذه
+
+84
+00:05:13,290 --> 00:05:16,450
+كانت ال expert system ماكنش فيها جداش احتمالية ال
+
+85
+00:05:16,450 --> 00:05:22,310
+if then هذههتحدث فهو في تمثيل لكن شوية ضعيف فهد
+
+86
+00:05:22,310 --> 00:05:27,130
+بنعطيها block ال grey block with small right او
+
+87
+00:05:27,130 --> 00:05:32,730
+small صحيح right اللي هو عاملة الصحيح طيب بالنسبة
+
+88
+00:05:32,730 --> 00:05:38,270
+لما نعمله bald و grey level او grey box معناته انه
+
+89
+00:05:38,270 --> 00:05:43,010
+لأ هد متحققة بصورة عالية وهي ال index تبعنا لو كان
+
+90
+00:05:43,010 --> 00:05:46,070
+ال box أبيض فهي bad هي فعلا ماحققتش ال
+
+91
+00:05:46,070 --> 00:05:51,530
+characteristic هدال grey box فهي نسبيا bad يعني اه
+
+92
+00:05:51,530 --> 00:05:57,730
+اه فيها مجال لكن ضعيف لسه ضعيف بالنسبة لأa gray
+
+93
+00:05:57,730 --> 00:06:03,810
+box مع علامة صح صغيرة معناته نسبيا جيد لكن طبعا
+
+94
+00:06:03,810 --> 00:06:07,750
+الجيد أفضل جيد حقق لنا ال characteristic هي لما
+
+95
+00:06:07,750 --> 00:06:14,810
+يكون a gray box مع bald أو صح غامق كويس فإذا واضح
+
+96
+00:06:14,810 --> 00:06:19,300
+أنه بالنسبة للأولى أكيد ال fuzzyأفضل واحدة فيهم
+
+97
+00:06:19,300 --> 00:06:23,160
+بعدها بتيجي ال expert system ثم ال genetic
+
+98
+00:06:23,160 --> 00:06:26,500
+algorithm أقل شوية لإيش؟ لأن هد محتاجين عملية
+
+99
+00:06:26,500 --> 00:06:30,560
+التمثيلة تم عملية تحويلها لمين ل one no zeros
+
+100
+00:06:30,560 --> 00:06:33,820
+فشوية صعبت علينا لكن في ال neural network اطلاقا
+
+101
+00:06:33,820 --> 00:06:38,040
+انا مابعرف ايش في جوا neural network صحيح؟ اطلاقا
+
+102
+00:06:38,040 --> 00:06:43,250
+مابعرف هي ال nodes هذه تمثل ايش؟حتى ال input نفسه
+
+103
+00:06:43,250 --> 00:06:45,390
+.. حتى ال input نفسه اللي بيشتغلوا في ال neural
+
+104
+00:06:45,390 --> 00:06:49,430
+network .. في ال neural network مجموعة ال input هي
+
+105
+00:06:49,430 --> 00:06:52,170
+features مش بالضروري ان هي تمثل ال knowledge
+
+106
+00:06:52,170 --> 00:06:55,730
+المباشرة او المعرفة الحقيقية انا بدخل features و
+
+107
+00:06:55,730 --> 00:07:00,670
+خلصنافإذا أنا مدخل شغلة أنا نفسي مش عارفها بالظبط
+
+108
+00:07:00,670 --> 00:07:03,470
+إيش لازم تكون هل لازم تكون واحد ولا لازم تكون صفر
+
+109
+00:07:03,470 --> 00:07:07,470
+أو تكون أي قيمة fractional value أنا مش عارفها
+
+110
+00:07:07,470 --> 00:07:12,350
+تحديدا يعني الحقيقة كويس مش زي الباقين في ال
+
+111
+00:07:12,350 --> 00:07:16,410
+uncertainty tolerance جداش عدم الوثقية يعني أنا لو
+
+112
+00:07:16,410 --> 00:07:20,230
+أنا مش .. ماعنديش مش واثق كتير في ال .. في ال
+
+113
+00:07:20,230 --> 00:07:23,310
+input تبعي أنا مش واثق كتير أن ال input تبعي هو
+
+114
+00:07:23,310 --> 00:07:29,200
+one hundred percent تحققلما بقول طويل .. مذاكرين
+
+115
+00:07:29,200 --> 00:07:32,860
+المثال تبع طويل و مش طويل و ال 180 و أطول من 180 و
+
+116
+00:07:32,860 --> 00:07:37,160
+أقل من 180 لما قولنا والله أكبر من 180 طب إيه واحد
+
+117
+00:07:37,160 --> 00:07:42,800
+181 حصنفه حسب ال expert system حصنفه إيش؟ حصنفه إن
+
+118
+00:07:42,800 --> 00:07:47,840
+هو طويل طيب 179 حصنفه قصير طبعا هذا خطأ كبير ..
+
+119
+00:07:47,840 --> 00:07:51,560
+هذا خطأ كبير فال uncertainty مش كتير باينة في ال
+
+120
+00:07:51,560 --> 00:07:54,440
+expert system لكن هي مناسبة جدا و كويسة في ال
+
+121
+00:07:54,440 --> 00:07:58,210
+otherالـ classifiers او ال other expert systems في
+
+122
+00:07:58,210 --> 00:08:01,970
+الفظي في ال neural في ال genetic كلها كويسة طيب ال
+
+123
+00:08:01,970 --> 00:08:06,630
+imprecise tolerance او عدم الدقةإذا أنا أعطته
+
+124
+00:08:06,630 --> 00:08:10,250
+معلومة وماكنتش دقيق مائة في المائة فيها، يعني
+
+125
+00:08:10,250 --> 00:08:15,630
+المعلومة كانت فيها شوية عدم دقة، ال fuzzy قال لك
+
+126
+00:08:15,630 --> 00:08:18,430
+أنا ماعنديش مشكلة، ليش؟ لأن أنا بتعاملش مع القيم
+
+127
+00:08:18,430 --> 00:08:21,970
+كقيم كاملة، أنا بتعامل معاها ك categories، أنت قل
+
+128
+00:08:21,970 --> 00:08:24,990
+إن هي high أو low أو medium وخلاص، أنا بتعامل
+
+129
+00:08:24,990 --> 00:08:30,010
+معاهامافيش عندي مشكلة الـ neural network طبعا الـ
+
+130
+00:08:30,010 --> 00:08:33,230
+imprecise tolerance ليش؟ لأن هي أصلا بتدرب حالها
+
+131
+00:08:33,230 --> 00:08:37,110
+بناء على إنه أساسا اللي هيجيني هو مختلف عن اللي
+
+132
+00:08:37,110 --> 00:08:41,090
+أنا عارفاه كان neural network فهي بالعكس بتعمل
+
+133
+00:08:41,090 --> 00:08:43,730
+adaptation بشكل ماعندهاش مشكلة وهذا هيبين كمان مع
+
+134
+00:08:43,730 --> 00:08:45,970
+ال bag ال characteristics ال genetic algorithm نفس
+
+135
+00:08:45,970 --> 00:08:49,270
+الكلام يعني لو أعطيته input هو مش بالظبط نفس اللي
+
+136
+00:08:49,270 --> 00:08:52,880
+هو اتدرب عليه أو اللي متعود عليهبتعامل معها مافيش
+
+137
+00:08:52,880 --> 00:08:58,420
+عنده مشكلة طيب ال adaptability برضه التكيف واضح
+
+138
+00:08:58,420 --> 00:09:01,940
+جدا ان هنا حتى الفظي اختلفت شوية لإن الفظي ممكن
+
+139
+00:09:01,940 --> 00:09:05,880
+يتكيف ممكن يدرب حاله ممكن يمرن حاله على أخطاء
+
+140
+00:09:05,880 --> 00:09:10,140
+كتيرة هي عنده rules جد رغم أنه عنده هامش في
+
+141
+00:09:10,140 --> 00:09:14,200
+التعامل مع ال uncertainty او فكرة ال uncertainty
+
+142
+00:09:14,200 --> 00:09:18,230
+managementطبقها و بقدر اتعامل معاها لكن مش بالشكل
+
+143
+00:09:18,230 --> 00:09:24,010
+الكبير انه يتطوع او يطور حاله او يتكيف زي ال
+
+144
+00:09:24,010 --> 00:09:26,670
+neural network و ال genetic طيب ال learning
+
+145
+00:09:26,670 --> 00:09:32,580
+abilityإنه يدرب حاله يعني يتعلم لحاله طبعا كانت
+
+146
+00:09:32,580 --> 00:09:36,800
+فكرة اتعلم لحاله مفقودة تماما في الفظي الفظي بعطيه
+
+147
+00:09:36,800 --> 00:09:41,160
+role بقدرش يغيرها خلاص هي role انتهى طب يا عم ال
+
+148
+00:09:41,160 --> 00:09:44,800
+role فيها أصلا غلط درب حالك و اتعرف على الخطأ و ده
+
+149
+00:09:44,800 --> 00:09:49,460
+و .. و .. و خليني أقول عدل الخطأفش مجال فش مجال
+
+150
+00:09:49,460 --> 00:09:52,820
+فال genetic algorithm هنا اللي عرفوا ان الفزي وجعت
+
+151
+00:09:52,820 --> 00:09:56,100
+في النقطة هذه طبعا ال expert system اكيد من بابله
+
+152
+00:09:56,100 --> 00:09:59,100
+انه هيقع بدري بدري في النقطة هذه لكن ان يورا ال
+
+153
+00:09:59,100 --> 00:10:01,520
+network و ال genetic لأ في عندهم امكانية ان يدربوا
+
+154
+00:10:01,520 --> 00:10:05,440
+حالهم يدربوا حالهم في الموضوع مافيش مشكلة في
+
+155
+00:10:05,440 --> 00:10:09,700
+المقابل ال explanation ability ال explanation
+
+156
+00:10:09,700 --> 00:10:13,060
+ability اللي هي المقصود فيها القدرة على الشرح
+
+157
+00:10:13,670 --> 00:10:17,310
+القدرة على الشرح تمام القدرة على الشرح كانت عالية
+
+158
+00:10:17,310 --> 00:10:22,310
+جدا في ال expert system و في ال fuzzy system ليش؟
+
+159
+00:10:22,310 --> 00:10:25,210
+لأن بكل بساطة انت على ورقة و جلم ممكن يطلعلك ال
+
+160
+00:10:25,210 --> 00:10:31,500
+code نشرة كاملة كيف وصل للقرار تبعهوفي كل خطوة من
+
+161
+00:10:31,500 --> 00:10:36,040
+الخطوات انت مدرك او حاسس بقيمته الخطوة يعني عارف
+
+162
+00:10:36,040 --> 00:10:39,980
+ايش النتاج اللي بتطلع من كل خطوة وحاسس فيها فك
+
+163
+00:10:39,980 --> 00:10:45,500
+ناتج نهائي انت بتكون مطمن انه ما خلاص هو هيك ناتج
+
+164
+00:10:45,500 --> 00:10:49,500
+مظبوط يعني هذا طبعا في الاتنين دول في ال neural
+
+165
+00:10:49,500 --> 00:10:52,980
+network .. neural network لألأن احنا قلنا انا
+
+166
+00:10:52,980 --> 00:10:56,440
+بتعامل مع ال neural network عساس ان هي خصوصا في ال
+
+167
+00:10:56,440 --> 00:10:58,360
+hidden layer لما يكون فيها مجموعة hidden layers
+
+168
+00:10:58,360 --> 00:11:01,620
+انا مش عارف ايش لازم يطلع فلما يقول ان ال hidden
+
+169
+00:11:01,620 --> 00:11:07,260
+layer قيمته 15 او قيمته 14.5 او قيمته صفر ماعنديش
+
+170
+00:11:07,260 --> 00:11:11,140
+اي احساس ابدا ان هويك صح ولا غلط اساسا هي hidden
+
+171
+00:11:11,140 --> 00:11:15,220
+layer و فيها hidden neurons ال neurons هذه انا مش
+
+172
+00:11:15,220 --> 00:11:19,100
+عارف هي صح غلط ماعنديش اي معلومة الحقيقة مسبقة
+
+173
+00:11:19,100 --> 00:11:26,210
+فاطلاقامافيش مجال ان اعمل explanation لطريقة الحل
+
+174
+00:11:26,210 --> 00:11:31,210
+اني ابرر انا ليش اكتلعت الناتج بينما خفيفة جدا في
+
+175
+00:11:31,210 --> 00:11:33,710
+ال genetic algorithm هتكون صعبة كتير في ال genetic
+
+176
+00:11:33,710 --> 00:11:36,910
+algorithm فنفس الكلام فهدولا بدنا نركز على النقطة
+
+177
+00:11:36,910 --> 00:11:42,510
+هذه لان هذا عنصر مميز جدا هنشوف ايش كمان طيب
+
+178
+00:11:42,510 --> 00:11:44,930
+بالنسبة لل knowledge discovery and data mining
+
+179
+00:11:44,930 --> 00:11:49,710
+اللي هي كيف انا ممكن لو جاتني data فيها مشكلة انا
+
+180
+00:11:49,710 --> 00:11:56,850
+اعدلهاأعدلها وأختار الـ data الصح من مجموعة data
+
+181
+00:11:56,850 --> 00:12:00,650
+مختلفة أو من مجموعة data كبيرة هذه الحقيقة المميزة
+
+182
+00:12:00,650 --> 00:12:05,010
+فيها neural network، بلا منازع يعني، مميزة جدا في
+
+183
+00:12:05,010 --> 00:12:08,950
+هذا الموضوع، أقل منها شويه genetic algorithm، طبعا
+
+184
+00:12:08,950 --> 00:12:12,390
+ال fuzzy كتير، أقل، وال expert system أطلاق ما لهش
+
+185
+00:12:12,390 --> 00:12:17,230
+علاقة، ال maintainability أو الإمكانية الصيانة
+
+186
+00:12:17,770 --> 00:12:23,490
+إمكانية إنه يعدل حاله، إمكانية إنه يطور نفسه، طبعا
+
+187
+00:12:23,490 --> 00:12:26,990
+ال neural network برضه مميزة جدا في هذه النقطة،
+
+188
+00:12:26,990 --> 00:12:32,810
+إنه ال maintainabilityأو الـ maintainability اللي
+
+189
+00:12:32,810 --> 00:12:37,110
+هي الصيانة عالية جدا عنده أخف في الـ genetic وفي
+
+190
+00:12:37,110 --> 00:12:40,830
+ال fuzzy بمعنى أنه لما بدنا نعمل tuning لهم ممكن
+
+191
+00:12:40,830 --> 00:12:45,090
+نعمل tuning بس بتكون شوية الأمور فيها صعوبة أن
+
+192
+00:12:45,090 --> 00:12:49,150
+نحافظ على ال system يظل كما هو عندنا طبعا ال
+
+193
+00:12:49,150 --> 00:12:52,300
+expert system أطلاق مافيش المجال هذاتمام هينا هيك
+
+194
+00:12:52,300 --> 00:12:59,120
+عملنا تحليل عملنا analysis للاربع expert systems
+
+195
+00:12:59,120 --> 00:13:04,520
+اللي درسناهم طبعا بدون الخوض داخل كل الطرق في كل
+
+196
+00:13:04,520 --> 00:13:07,680
+واحد منهم هيك expert system و خلاص هنسميه بهذا
+
+197
+00:13:07,680 --> 00:13:10,340
+الشكل لإن احنا عارفين neural network جواها أخدنا
+
+198
+00:13:10,340 --> 00:13:13,440
+حوالي كده أصبحنا ماخدين واحدة اتنتين تلاتة اربعة
+
+199
+00:13:13,440 --> 00:13:17,940
+خمسة ايه ممكن ستة neural models أخدنا داخلها لكن
+
+200
+00:13:18,670 --> 00:13:22,690
+اللي بهمنا الآن هي العيوب بتاعتها، عيوبها الحقيقة
+
+201
+00:13:22,690 --> 00:13:27,510
+جاية في ال knowledge representation
+
+202
+00:13:27,510 --> 00:13:33,010
+وجاية في ال explanation ability فالاتنين هدولة
+
+203
+00:13:33,010 --> 00:13:36,950
+مشكلة كبيرة في ال neural network فإذا أنا بكون
+
+204
+00:13:36,950 --> 00:13:40,990
+مطلع نتائج بس أنا مش عارف يعني مقدرش أتبعهاما
+
+205
+00:13:40,990 --> 00:13:44,670
+بنقدر نتأكد إنه فعلا اللي طلع هذا صح، مابقدرش نعمل
+
+206
+00:13:44,670 --> 00:13:47,590
+الكلام هذا، طيب، فإذا عشان أشتغل على neural
+
+207
+00:13:47,590 --> 00:13:50,930
+network محتاج أجوي الجانب هذا، كيف أجويه؟ تعالوا
+
+208
+00:13:50,930 --> 00:13:54,670
+نتطلع، الجانب هذا يمكن مش كتير جوي في ال genetic
+
+209
+00:13:54,670 --> 00:13:58,950
+algorithmصحيح أجوى منها لكن من باب أولى أنه لأ
+
+210
+00:13:58,950 --> 00:14:01,710
+نعمل hybrid system مع مين؟ مع ال fuzzy أو مع ال
+
+211
+00:14:01,710 --> 00:14:08,050
+expert system تمام فإذا أول طريقتين هناخدهم هي
+
+212
+00:14:08,050 --> 00:14:13,610
+neural expert system neural network مع ال expert
+
+213
+00:14:13,610 --> 00:14:18,670
+system تمام ففهمنا ليش بدنا نعمله نفس الكلام هناخد
+
+214
+00:14:18,670 --> 00:14:23,820
+بعدين ال neuro fuzzyneuro fuzzy expert system فبدي
+
+215
+00:14:23,820 --> 00:14:26,340
+أخد ال fuzzy مع neural network فبكون استفدت
+
+216
+00:14:26,340 --> 00:14:31,580
+النقطين هدول و في نفس الوجهت ال expert system نفسه
+
+217
+00:14:31,580 --> 00:14:37,080
+أخد ميزات neural network فكل الباجي هذا زبطت ..
+
+218
+00:14:37,080 --> 00:14:40,300
+زبطته إياها من neural network بما فيها حتى إنه
+
+219
+00:14:40,300 --> 00:14:46,280
+يعدل حاله و يعمل adaptation تمامفهذا موضوعنا لليوم
+
+220
+00:14:46,280 --> 00:14:49,660
+الحقيقة ان احنا هناخد ال neural network مع ال
+
+221
+00:14:49,660 --> 00:14:52,080
+expert system ثم هناخد ال neural network مع ال
+
+222
+00:14:52,080 --> 00:14:57,820
+fuzzy ففهمنا ليش عرفنا ليشتمام ف neural expert
+
+223
+00:14:57,820 --> 00:15:01,840
+system واضح ليش؟ أنا هشتغل على ال if then تمام
+
+224
+00:15:01,840 --> 00:15:04,960
+جايانة من مين ال if then؟ جايانة من ال expert
+
+225
+00:15:04,960 --> 00:15:08,320
+system فإذا ال expert system بيعتمد على ال logical
+
+226
+00:15:08,320 --> 00:15:12,440
+inference على الاستدلال المنطقي و ال decision
+
+227
+00:15:12,440 --> 00:15:16,440
+trees if then if then if then فهتلاقي ال if then
+
+228
+00:15:16,440 --> 00:15:21,090
+يا yes يا noطيب ال if then هنا yes no فهذا تمثل
+
+229
+00:15:21,090 --> 00:15:24,550
+بالشكل كبير كبير على حاجة اسمها tree او decision
+
+230
+00:15:24,550 --> 00:15:30,310
+trees بركز اكتر على ال modeling human reasoning
+
+231
+00:15:30,310 --> 00:15:34,050
+بمعنى التفكير البشري لأنه زي ما قلنا مين اللي بده
+
+232
+00:15:34,050 --> 00:15:35,990
+يعطينا ال rules هذي و مين اللي بده يقول ال rules
+
+233
+00:15:35,990 --> 00:15:41,170
+صح ولا غلط هو ال expert domain او ال human domain
+
+234
+00:15:41,170 --> 00:15:46,700
+طبعا مش هيكاللي هو ال expert human أو الخبير اللي
+
+235
+00:15:46,700 --> 00:15:49,520
+بده يكتبها فإذا بيعتمد بشكل أساسي ال modeling
+
+236
+00:15:49,520 --> 00:15:53,780
+تبعنا على التفكير المنطقي بينما neural network في
+
+237
+00:15:53,780 --> 00:15:56,860
+المقابل هي بتعتمد على ال parallel data processing
+
+238
+00:15:56,860 --> 00:16:03,100
+انه في parallelism ال parallelism هذه هي اللي
+
+239
+00:16:03,100 --> 00:16:06,880
+بتعطيني سرعة بتعطيني عملية ال adaptation اللي ممكن
+
+240
+00:16:07,410 --> 00:16:10,350
+اللي اتكلمنا عنها سابقاً، هنضيف إلى ذلك إن هي
+
+241
+00:16:10,350 --> 00:16:13,370
+بتعمل focusing على إيش، يعني هي استوحىت هذا
+
+242
+00:16:13,370 --> 00:16:16,350
+الموضوع من مين، مش من ال modeling لل human
+
+243
+00:16:16,350 --> 00:16:19,750
+reasoning، إنه نستوحيها اللي هي ال rule اللي كانت
+
+244
+00:16:19,750 --> 00:16:22,950
+فوق هنا كانت rule، استوحاها من مين؟ من ال expert،
+
+245
+00:16:22,950 --> 00:16:27,990
+ال human، هنا لأ، باستوحيها من ال human brain، من
+
+246
+00:16:27,990 --> 00:16:32,910
+ال human brain، التركيب نفسه لل brain، بمعنىإنه ال
+
+247
+00:16:32,910 --> 00:16:37,630
+expert system بيتعامل مع ال brain كإنه black box
+
+248
+00:16:37,630 --> 00:16:41,350
+فال black box هذا هو مش عارف إيش جوا المهم إنه
+
+249
+00:16:41,350 --> 00:16:46,130
+هاتلنا خبير يقول لي إيش الناتج و خلاص يعطيني ناتج
+
+250
+00:16:46,130 --> 00:16:49,510
+و خلاصنا يبني ال .. ال .. ال .. ال .. ال rule و
+
+251
+00:16:49,510 --> 00:16:52,970
+خلاص بينما ال neural .. ال neural networks لأ هي
+
+252
+00:16:52,970 --> 00:16:56,630
+بتنظر لل structure نفسه و ال function بتاعة ال
+
+253
+00:16:56,630 --> 00:17:01,860
+brain نفسه و أهم شغل فيها ال ability to learnكان
+
+254
+00:17:01,860 --> 00:17:06,520
+دي كيف بتعلم الدماغ، كيف الدماغ بيخزن، كيف بي ..
+
+255
+00:17:06,520 --> 00:17:09,660
+بي .. بي .. بيميز، كيف بيعمل recognition و
+
+256
+00:17:09,660 --> 00:17:13,840
+correction وكل الأمور هذه، فبيميز على أو بيركز على
+
+257
+00:17:13,840 --> 00:17:16,980
+التعلم في الدماغ، هذا ال neural network، فإذا واضح
+
+258
+00:17:16,980 --> 00:17:19,380
+أنه كل واحد بيفكر بطريقة غير التانية، فتخيل لما
+
+259
+00:17:19,380 --> 00:17:24,910
+ينحطوا مع بعض، بده يصيرpowerful expert system هيك
+
+260
+00:17:24,910 --> 00:17:28,670
+المتوقع يعني بس expert system جوي جدا تمام فإذا
+
+261
+00:17:28,670 --> 00:17:32,510
+وين بتخزن ال expert system وين بيخزن معلومته في ال
+
+262
+00:17:32,510 --> 00:17:36,310
+if then rule فإذا هو بيتعامل مع ال if then rule
+
+263
+00:17:36,310 --> 00:17:40,810
+لبينما neural network لأ هي بتتعامل مع بتخزن ال
+
+264
+00:17:40,810 --> 00:17:44,190
+فيه ال symbolic او ال synaptic عفوا ال synaptic
+
+265
+00:17:44,190 --> 00:17:47,930
+weights بين ال neuronsبين كل نيورن والتانية
+
+266
+00:17:47,930 --> 00:17:52,190
+الـSynaptic weights اللي بينهم هي اللي بتخزن قيمة
+
+267
+00:17:52,190 --> 00:17:55,550
+لحقيقة هذه هي المعرفة هي اللي تمثل المعرفة وعشان
+
+268
+00:17:55,550 --> 00:17:58,390
+احنا مش جادرين نفهمها بالظبط عشان ايه احنا
+
+269
+00:17:58,390 --> 00:18:01,010
+مابنعرفش ايش جوا .. احنا مابنعرفش ايش جوا لكن هذه
+
+270
+00:18:01,010 --> 00:18:06,970
+اللي بتخزن كيفية فهم ال brain للمعرفةتمام في ال
+
+271
+00:18:06,970 --> 00:18:09,570
+expert system زي ما قلنا ال knowledge بنجسمها
+
+272
+00:18:09,570 --> 00:18:12,190
+لمجموعة rules .. انا عنده knowledge كبيرة لكن
+
+273
+00:18:12,190 --> 00:18:14,510
+باخدهاش كاملة على بعض بجسمها لمجموعة rules .. رول
+
+274
+00:18:14,510 --> 00:18:18,370
+أولى تانية تالتة بتذكرين لما كنا بنتنبأ أو بنتوقع
+
+275
+00:18:18,370 --> 00:18:22,550
+حالة الطقس غدا نفس الجثة عملناهم تجريبا في ستة
+
+276
+00:18:22,550 --> 00:18:26,050
+rules فجسمناهم مجموعة rules .. كويس .. بينما هذا
+
+277
+00:18:26,050 --> 00:18:29,470
+الكلام في neural network لأcannot select a single
+
+278
+00:18:29,470 --> 00:18:33,370
+synaptic weight بقدرش أخد synaptic weight اللي هي
+
+279
+00:18:33,370 --> 00:18:36,490
+مخصص لمعلومة أقول والله بدي أمثلها لحالها إطلاقا
+
+280
+00:18:36,490 --> 00:18:40,350
+هذه صحيح هي تمثل معلومة أو knowledge ولكن هذه
+
+281
+00:18:40,350 --> 00:18:45,890
+معلومة تكاملية بتكمل مع كل ال synaptic weights
+
+282
+00:18:45,890 --> 00:18:49,230
+التانية فلازم يكون كله كامل على بعضه فال neural
+
+283
+00:18:49,230 --> 00:18:52,530
+network في الحقيقة هي فعلا black box بالنسبة لل
+
+284
+00:18:52,530 --> 00:18:57,010
+userبالنسبة لل user بقدرش اقول ان ال symbolic ال
+
+285
+00:18:57,010 --> 00:19:01,670
+.. ال synaptic weight هذه خاصة بكذا و ال synaptic
+
+286
+00:19:01,670 --> 00:19:05,670
+weight هذه خاصة بكذا لأ لأ لأ أطلاقا كلهم يمثلوا
+
+287
+00:19:05,670 --> 00:19:10,510
+كل المعرفة و كلهم متكملين لتمثيل المعرفة ككل تمام
+
+288
+00:19:11,970 --> 00:19:15,650
+هل بنقدر نعمل combine ال advantages لهذه مع ال
+
+289
+00:19:15,650 --> 00:19:18,530
+advantages لهذه؟ أكيد و هو هذا موضوعنا أصلا، يعني
+
+290
+00:19:18,530 --> 00:19:21,530
+احنا جاعدين شغالين على neural expert system أو
+
+291
+00:19:21,530 --> 00:19:26,410
+connections expert system على أساس أنه نقول أنه آه
+
+292
+00:19:26,410 --> 00:19:30,710
+بقدر أعمل system هذا مع هذا و مباشرة نروح لهذا ال
+
+293
+00:19:30,710 --> 00:19:34,090
+system و اللي هيختلف فيه أنه هنا كان في حاجة اسمها
+
+294
+00:19:34,090 --> 00:19:38,060
+ال knowledge based متذكرينها كنت بحط فيها إيش؟if
+
+295
+00:19:38,060 --> 00:19:42,080
+then rule otherwise كان هو نفس ال expert system
+
+296
+00:19:42,080 --> 00:19:47,220
+فإذا هنا ال knowledge بتاعتنا هتكون كالتالي أنه لأ
+
+297
+00:19:47,220 --> 00:19:51,460
+ال rule هنخليها هيها ولكن parallel معاها هيكون فيه
+
+298
+00:19:51,460 --> 00:19:56,440
+knowledge base فهيكون فيه neural network ال neural
+
+299
+00:19:56,440 --> 00:20:01,260
+network هذه هنعملها training عادي جدا و مدام صار
+
+300
+00:20:01,260 --> 00:20:05,550
+neural network صار بقدر أدخل ال new dataصار هنا
+
+301
+00:20:05,550 --> 00:20:09,370
+فيه ال adaptation بقدر انا اعدل و ادخل ال new data
+
+302
+00:20:09,370 --> 00:20:11,810
+ال neural network هي اللي هتعدل ليها و بعدين
+
+303
+00:20:11,810 --> 00:20:15,070
+ادخلها على ال system عادي جدا بدون اي مشاكل بس
+
+304
+00:20:15,070 --> 00:20:18,550
+بنكون اخدناها و انا عامل representation من الاول
+
+305
+00:20:18,550 --> 00:20:23,130
+صحيح لها بحيث انه انكمل باج الخطوات كما هي طبعا
+
+306
+00:20:23,130 --> 00:20:27,110
+ممكن ترجعوا لها ال .. اتوقع مش عارف المحاضرة الست
+
+307
+00:20:27,110 --> 00:20:30,110
+ال sets السابعة كنا بناخد .. بنتكلم عن ال block
+
+308
+00:20:30,110 --> 00:20:33,970
+هذاتمام فالان ال search engine زي ما هو انا اللي
+
+309
+00:20:33,970 --> 00:20:38,290
+بدي اعمله بدي اعمله تقريبا طريقة تفكير تقريبية
+
+310
+00:20:38,290 --> 00:20:43,910
+الان ال rule extraction برضه هذه من الأشياء المهمة
+
+311
+00:20:43,910 --> 00:20:48,190
+مدام انت جبت neural network و ال neural network
+
+312
+00:20:48,190 --> 00:20:52,610
+هذه المفروض ان هي بتقوم بعملية التفكير معنى ذلك ان
+
+313
+00:20:52,610 --> 00:20:58,990
+الشخص الخبير مش محتاجهلأنه مالهاش معناه الـ neural
+
+314
+00:20:58,990 --> 00:21:01,950
+network وانا قاعد بقول انه عملت modeling لل brain
+
+315
+00:21:01,950 --> 00:21:05,830
+و بعدين أروح أستعين بالشخص بال .. بال .. بال human
+
+316
+00:21:05,830 --> 00:21:09,270
+أو بال expert اللي موجود عندنا ال human expert مش
+
+317
+00:21:09,270 --> 00:21:13,330
+هيك؟ أكيد منطقي أنا ليش طيب عملت ال modeling لل
+
+318
+00:21:13,330 --> 00:21:16,750
+brain؟ ليش عملت modeling للدماغ إذا لسه بدي أرجع
+
+319
+00:21:16,750 --> 00:21:21,890
+أسأل الشخص نفسه؟ فبنستغنى عنه فصار بدي الآن مهمة
+
+320
+00:21:21,890 --> 00:21:25,220
+تانية لازم ال neural network تعملنا إياهااللي هو
+
+321
+00:21:25,220 --> 00:21:28,080
+ال model تبع ال neural network بتاع الدماغ انه
+
+322
+00:21:28,080 --> 00:21:32,240
+يعمل ليه rule extraction هو اللي يطلع ليه ال rules
+
+323
+00:21:32,240 --> 00:21:36,140
+هو اللي يطلع لنا ال rules يبنينا ال rules كويس
+
+324
+00:21:36,140 --> 00:21:39,400
+وهذا هناخده الحقيقة من المثال هذه المثال المثال
+
+325
+00:21:39,400 --> 00:21:44,540
+تبعنا كتالي عندي مجموعة objects بدنا نميز بينهم
+
+326
+00:21:44,540 --> 00:21:49,940
+birdplane و gliter bird طبعا كلكم عارفين ال bird
+
+327
+00:21:49,940 --> 00:21:54,260
+اللي هي الطير العصفور و plane اللي هي الطائرة و
+
+328
+00:21:54,260 --> 00:21:59,690
+gliter اللي هي الطائرة الشراعيةglater الطائرة
+
+329
+00:21:59,690 --> 00:22:04,930
+الشراعية الطيب الطائرة الشراعية الحقيقة في منها
+
+330
+00:22:04,930 --> 00:22:08,930
+نوعين في نوع ب motor و في نوع بدون motor الواضح
+
+331
+00:22:08,930 --> 00:22:11,290
+النتائج هنا بتقول ان هذا الطائرة الشراعية البدون
+
+332
+00:22:11,290 --> 00:22:15,930
+motor اللي هي بتنمسك بالإيد و بيكون طاير فيها
+
+333
+00:22:15,930 --> 00:22:19,490
+الشخص هنشوف هنوضح الكلام هذا لما ندخل شوية في
+
+334
+00:22:19,490 --> 00:22:23,530
+تفاصيل لينيورا اللي قدامنا هذه لأن هنا معطيني
+
+335
+00:22:23,530 --> 00:22:29,740
+النتائج اللي اتدربتهذه قيم نهائية تدربت لل weights
+
+336
+00:22:29,740 --> 00:22:33,540
+او الـ Synaptic weights بحيث ان الموديل هذا الان
+
+337
+00:22:33,540 --> 00:22:38,900
+قادر انه يميز bird, plane, glider بناء على مجموعة
+
+338
+00:22:38,900 --> 00:22:43,240
+inputs وهي هنا الميزة اللي وجدت في تمثيل المعرفة
+
+339
+00:22:43,240 --> 00:22:45,860
+ال neural network ماكنتش قادر اعمل هذا الكلام فيها
+
+340
+00:22:45,860 --> 00:22:50,800
+ان انا عارف ايش ال inputs تعونيأنا من الأول عارف
+
+341
+00:22:50,800 --> 00:22:54,680
+إيش ال inputs و ال inputs هذه بقدر أسأل للشخص سؤال
+
+342
+00:22:54,680 --> 00:22:59,040
+عليها هل شفت كذا؟ فبيقول أه شفت كذا ب .. بتعامل
+
+343
+00:22:59,040 --> 00:23:01,840
+معاه ال neural network صارت تقدر تتعامل معانا بشكل
+
+344
+00:23:01,840 --> 00:23:07,880
+سينوجين زي ما بيقولوا سؤال و إجابة بمعنى أنه wings
+
+345
+00:23:08,810 --> 00:23:12,750
+هذه بيقوللي إذا plus one معناته إله جناح أو إله
+
+346
+00:23:12,750 --> 00:23:17,090
+أجنحة wings إذا zero معناته بعرفش إذا minus one
+
+347
+00:23:17,090 --> 00:23:21,890
+معناته لأ مالوش أجنحة، تمام؟ معرفة هي أنا معطيل
+
+348
+00:23:21,890 --> 00:23:25,570
+قيمة و أنا عارف إيش تمثل، معرف تماما إيش تمثل، طيب
+
+349
+00:23:25,570 --> 00:23:30,510
+tail اللي هو الديلهل ال object اللي شفناه أو
+
+350
+00:23:30,510 --> 00:23:33,870
+خلّيني أقول مركّب كاميرا و اللي قدامها أخدت منها
+
+351
+00:23:33,870 --> 00:23:36,830
+معلومة أنه و الله مركّب ده و لا مش ركّب ده Zero
+
+352
+00:23:36,830 --> 00:23:40,690
+معناته أنا مش عارف، مابينش، خلّيني أقول هذه مدام
+
+353
+00:23:40,690 --> 00:23:47,070
+صفر، احنا طبعا هنا فرضيا حاطين قيم، للمثال Peak،
+
+354
+00:23:47,070 --> 00:23:53,150
+ال Peak هذه غير ال Peak بتاعة ال P، غير ال P بهذا
+
+355
+00:23:53,150 --> 00:23:57,950
+الشكلالـ Peak هذي اللي احنا قلناه اللي كنا نسميها
+
+356
+00:23:57,950 --> 00:24:02,730
+ال Peak القمة .. القمة .. هذه معناها منقار .. هذه
+
+357
+00:24:02,730 --> 00:24:06,790
+معناها المنقار .. تمام .. هل يوجد له منقار و لا مش
+
+358
+00:24:06,790 --> 00:24:09,850
+منقار .. طبعا هنا مدام المثال يعطاني plus واحد
+
+359
+00:24:09,850 --> 00:24:14,510
+يعني كأنه ايش بيقول اه شفت منجاره .. شفت منجار ..
+
+360
+00:24:14,510 --> 00:24:18,670
+تمام .. هاي و أخد المعلومة منيrepresented بشكل
+
+361
+00:24:18,670 --> 00:24:23,070
+منطق جدا و يتفق معانا ك .. ك .. كبشر نتكلم مع بعض
+
+362
+00:24:23,070 --> 00:24:27,330
+تمام feathers ال feathers الحقيقة اللي هي الريش
+
+363
+00:24:27,330 --> 00:24:32,950
+اللي هي ريش plus one برضه هفترض ان انا قلتله اه
+
+364
+00:24:32,950 --> 00:24:36,150
+والله كان فيه ريش ليش لأن والله شفت فعلا وجعت منه
+
+365
+00:24:36,150 --> 00:24:40,590
+ريشة مثلا for example طيب engine هل كان له motor
+
+366
+00:24:40,590 --> 00:24:46,580
+minus one لأ مالوش motorمالوش ماتور ممكن الماتور
+
+367
+00:24:46,580 --> 00:24:49,580
+يبين كأنه حاجة باين .. باين أنه ماتور أو على الأقل
+
+368
+00:24:49,580 --> 00:24:53,580
+من صوته أو على الأقل من صوته بس في النهاية لاحظوا
+
+369
+00:24:53,580 --> 00:24:58,100
+أهم شغلة تمثيل ال inputs ال inputs ممثلة بطريقة
+
+370
+00:24:58,100 --> 00:25:02,700
+familiar معانا يعني احنا فاهمينها و عارفين إيش
+
+371
+00:25:02,700 --> 00:25:07,590
+الموضوع تمام الآنأهم شغله ان مجموعة ال input هذه
+
+372
+00:25:07,590 --> 00:25:11,550
+هتنضرب في weights ال weights هذه هتروح لل rule
+
+373
+00:25:11,550 --> 00:25:15,250
+واحد اتنين تلاتة ال rules هدولة هتقول ان ناتج ال
+
+374
+00:25:15,250 --> 00:25:19,030
+rule ال consequent لل rule الأولى اذا كان ال rule
+
+375
+00:25:19,030 --> 00:25:22,710
+الأولى تحققت معناته بقدر اقول ان هذا paired هذا
+
+376
+00:25:22,710 --> 00:25:27,490
+paired ال rule التانية plain ال rule التالتة خاصة
+
+377
+00:25:27,490 --> 00:25:34,930
+بالglitter خلينا نجربالدمج اللي احنا عملنا الحقيقة
+
+378
+00:25:34,930 --> 00:25:41,100
+بين neural network و قاعدة بتدربقيم و ال rules و
+
+379
+00:25:41,100 --> 00:25:45,440
+اللي جايان من مجرد expert او rule based expert
+
+380
+00:25:45,440 --> 00:25:50,300
+system ال knowledge تحققت بشكل واضح لكن في نفس
+
+381
+00:25:50,300 --> 00:25:55,160
+الوقت انا بدرب القيم هنا بنجرب القيم معناته انا
+
+382
+00:25:55,160 --> 00:25:59,180
+اللي اعطيتها القيم الحقيقية انه مين ال .. او كيف
+
+383
+00:25:59,180 --> 00:26:02,920
+ابني ال rule وهذه الوقت هنتكلم عنها جزئية كيف ابني
+
+384
+00:26:02,920 --> 00:26:08,880
+ال rule مش محتاج ال human expertتمام فخلّيني نبدأ
+
+385
+00:26:08,880 --> 00:26:12,540
+بالمثال اللي هو ميعطينيه عشان اشوف مبدئيا شكل ال
+
+386
+00:26:12,540 --> 00:26:18,060
+output ايش بده يطلع عندي فمبدئيا اعطانا plus one
+
+387
+00:26:18,060 --> 00:26:24,340
+اعطاني zero اعطاني plus one plus one minus one
+
+388
+00:26:24,340 --> 00:26:28,420
+فهذه هي التمثيل اللي بيبينها بمعنى ان هو له wings
+
+389
+00:26:29,710 --> 00:26:36,870
+الو beak، الو feathers، الو .. مالوش engine، واضح،
+
+390
+00:26:36,870 --> 00:26:41,230
+مالوش engine، تمام فهذه هانيجي نبدأ نضربها بالنسبة
+
+391
+00:26:41,230 --> 00:26:45,570
+لل rule الأولى، بالنسبة لمين؟ لل rule الأولى، عشان
+
+392
+00:26:45,570 --> 00:26:49,630
+نضربها لل rule الأولى، هقول، هاي ال rule الأولى،
+
+393
+00:26:49,630 --> 00:26:55,160
+هاي ال rule الأولىفبدنا ناخد link اتنين تلاتة
+
+394
+00:26:55,160 --> 00:26:58,920
+اربعة خمسة نجمحهم للرول الأولى هقول plus one في
+
+395
+00:26:58,920 --> 00:27:09,320
+minus 0.8 plus zero في minus 0.2 plus one في two
+
+396
+00:27:09,320 --> 00:27:16,080
+point two plus one في two point eight plus minus
+
+397
+00:27:16,080 --> 00:27:21,900
+one في minus one point one تمام هذه بدأت تتجمع هنا
+
+398
+00:27:23,100 --> 00:27:30,180
+فجمعناهم عشان نشوف قداش الناتج هيطلع لمين ل ال
+
+399
+00:27:30,180 --> 00:27:33,780
+rule رقم واحد و احنا عاملين حسابنا هنا انه هل هي
+
+400
+00:27:33,780 --> 00:27:36,720
+اكبر من صفر ولا اقل من صفر لان الصفر اللي هي ال
+
+401
+00:27:36,720 --> 00:27:40,340
+noun قلنا الصفر معناته انه مش عارف فبدنا نشوف هل
+
+402
+00:27:40,340 --> 00:27:45,000
+هي اكبر ولا اقل من كلمة مش عارف اجينا جمعنا وضربنا
+
+403
+00:27:45,000 --> 00:27:48,860
+عملية الضرب اللي احنا اخدناها وجدنا ايش طلع عندى
+
+404
+00:27:48,860 --> 00:27:53,850
+طلع عندى خمسة فاصلة تلاتةخمسة فصلة لو واضح جدا جدا
+
+405
+00:27:53,850 --> 00:27:56,950
+جدا أنه أكبر من واحد يعني كأنه ال system هيقول ليه
+
+406
+00:27:56,950 --> 00:28:01,390
+أن هذا paired تمام طب لنتشوف غيرها يمكن غيرها
+
+407
+00:28:01,390 --> 00:28:04,250
+يعطيني برضه رقم عالي فمعنا ذلك أفهم أنه لأ هذه
+
+408
+00:28:04,250 --> 00:28:08,070
+محتاجة تدريب أكتر من هيك غيرها اللي هو ال rule رقم
+
+409
+00:28:08,070 --> 00:28:12,570
+اتنين اللي خاصة بال plane الشيككل قيمة برضه من نفس
+
+410
+00:28:12,570 --> 00:28:17,170
+القيم في ال weight اللي خاصة أتوقع الفكرة بسيطة مش
+
+411
+00:28:17,170 --> 00:28:20,750
+محتاجين نغلب حالنا كتير فيها فهيطلع في النهاية
+
+412
+00:28:20,750 --> 00:28:26,050
+minus 4.2 أقل من صفر يعني minus one تمام بالنسبة
+
+413
+00:28:26,050 --> 00:28:32,030
+لل glater اللي هو root 3 برضه minus 4.2 أقل من صفر
+
+414
+00:28:32,030 --> 00:28:36,130
+يعني minus one فإذا كأنه بيقول ليه هذه bird هذه
+
+415
+00:28:36,130 --> 00:28:37,970
+ليست plane وليست glater
+
+416
+00:28:40,810 --> 00:28:45,550
+تمام جدا الان الان السؤال السؤال اللى احنا بدنا
+
+417
+00:28:45,550 --> 00:28:48,330
+نشتغل عليه الحقيقة عشان نوضح ان ال knowledge
+
+418
+00:28:48,330 --> 00:28:52,750
+بتاعتنا اتحققت في بالنسبة لل data بمعنى ان ال
+
+419
+00:28:52,750 --> 00:28:55,110
+knowledge صرعت عملية ال representation اللى لها
+
+420
+00:28:55,110 --> 00:29:00,010
+واقعية فهنبدأ neuron by neuron ال neuron الأولى
+
+421
+00:29:00,010 --> 00:29:03,410
+اللى خاصة بال wings فالسؤال تبعها does the object
+
+422
+00:29:03,410 --> 00:29:06,990
+have wingsسؤال يعني ممكن الواحد يكتب وياك سؤال
+
+423
+00:29:06,990 --> 00:29:11,810
+بحيث ان ال system هو اللي هيسأل السؤال و ال input
+
+424
+00:29:11,810 --> 00:29:14,730
+اللي انت .. و ال input اللي انت هتعطوليه هياخده ك
+
+425
+00:29:14,730 --> 00:29:18,730
+input عادي تماما فانت هتقوله واحد يا صفر يا minus
+
+426
+00:29:18,730 --> 00:29:22,650
+واحد نفس الكلام ال neuron التانية خاصة بال tail ال
+
+427
+00:29:22,650 --> 00:29:26,710
+neuron التالتة خاصة بال beak ال feathers للرابعة
+
+428
+00:29:26,710 --> 00:29:29,430
+neuron رابعة و ال neuron الخامسة خاصة بمين؟ بال
+
+429
+00:29:29,430 --> 00:29:34,570
+engine خاصة بمين؟ بال engine تمامحلو جدا، الآن ال
+
+430
+00:29:34,570 --> 00:29:38,930
+inference كيف أبني ال rules تبعتي ال inference
+
+431
+00:29:38,930 --> 00:29:46,810
+كانت تالي أنه ببدأ أجمع سؤال بسؤاله، بجي بمسك، مين
+
+432
+00:29:46,810 --> 00:29:50,730
+بالنسبالي أعلى weights لل rule؟ الآن أنا بدي أبني
+
+433
+00:29:50,730 --> 00:29:59,200
+.. ناخد مثل، أني بدي أبني ال rule الأولى، هايالرول
+
+434
+00:29:59,200 --> 00:30:05,180
+الأولى فالرول الأولى بدى أقول هدى جاية من minus 0
+
+435
+00:30:05,180 --> 00:30:16,920
+.8 minus 0.2 هنا two point two تمام خلّينا نقول أن
+
+436
+00:30:16,920 --> 00:30:24,140
+هدى كانت wings هدى كانت tail هدى كانت ال beak
+
+437
+00:30:24,140 --> 00:30:27,360
+بعدها feathers
+
+438
+00:30:30,260 --> 00:30:38,940
+ثم engines ال engine تمام جداش two point eight و
+
+439
+00:30:38,940 --> 00:30:43,120
+minus one point one تمام جدا أخدناها لل rules لل
+
+440
+00:30:43,120 --> 00:30:45,700
+rules الأولى فإذا أن أنا الأن بدي أبني ال rule
+
+441
+00:30:45,700 --> 00:30:51,080
+الأولىبدناش ال human expert تمام؟ بدناش مبدأيا
+
+442
+00:30:51,080 --> 00:30:54,520
+وجدنا ان ال neural network سليمة ليش؟ لأن لما
+
+443
+00:30:54,520 --> 00:30:59,660
+جربنا هي طلعت نتائج صحيحة لذا عشان نبني ال rule
+
+444
+00:30:59,660 --> 00:31:04,840
+الحقيقة كل اللي أنا محتاجه أحسب some أو مجموع ال
+
+445
+00:31:04,840 --> 00:31:11,860
+absolute values لمين؟ ل ال noun knowledge مقابل ال
+
+446
+00:31:11,860 --> 00:31:16,710
+unknown inputsال inputs اللي معروفة مقابل ال
+
+447
+00:31:16,710 --> 00:31:20,970
+inputs اللي غير معروفة إمتى بتزيد المعروفة عن
+
+448
+00:31:20,970 --> 00:31:25,030
+الغير معروفة بقول إنه خلاص هدول كافين لبناء ال
+
+449
+00:31:25,030 --> 00:31:30,350
+rule لأنه مجرد معرفتهم حققت لل rule حققت ال rule
+
+450
+00:31:30,350 --> 00:31:35,370
+فهذا الكلام طبعا ناخد بالنا بس من كلمة absolute من
+
+451
+00:31:35,370 --> 00:31:39,630
+كلمة absolute هنا فلما نيجي نطلع على ال rule
+
+452
+00:31:39,630 --> 00:31:49,100
+الأولىاللي هي كانت خاصة بمين؟ بال Bird كويس
+
+453
+00:31:49,100 --> 00:31:53,700
+كانت جايانة من أربع .. من خمسة inputs من خمسة
+
+454
+00:31:53,700 --> 00:31:58,940
+inputs ك absolute بنرتبهم ال inputs هذه أكبر input
+
+455
+00:31:58,940 --> 00:32:06,970
+فيهمcapsolute هي ال feathers feathers هذه هبدها هل
+
+456
+00:32:06,970 --> 00:32:13,530
+هي كافية ان هي تبني .. تبني ل ال rule ولا لأ فعشان
+
+457
+00:32:13,530 --> 00:32:17,690
+نقول هذا الكلام بدنا نحطها في الكيس تبع ال noun
+
+458
+00:32:17,690 --> 00:32:25,980
+هقول والله سألته إذاإذا ال object له feathers، هل
+
+459
+00:32:25,980 --> 00:32:29,800
+هذه كافية أن أقول فإن هو beard ولا لأ؟ بس، هاي
+
+460
+00:32:29,800 --> 00:32:33,860
+السؤال، هل كافي ولا مش كافي؟ فباجي بقول، مدام أنا
+
+461
+00:32:33,860 --> 00:32:40,080
+أعلم أن هو feathers، بس، بحط ال feather هنا2.8 هل
+
+462
+00:32:40,080 --> 00:32:44,460
+هي أكبر من مجموع الباقي ال unknown ولا لأ الباقي
+
+463
+00:32:44,460 --> 00:32:51,400
+ال unknown في عندي 0.8 plus 0.2 high one one plus
+
+464
+00:32:51,400 --> 00:32:56,360
+2.2 طبعا absolute عشان هيك أنا بجمج يعني 2.2 صارت
+
+465
+00:32:56,360 --> 00:33:08,320
+3.2 صارت 4.3 4.3مقابل 2.8 لأ مش أكبر معناته
+
+466
+00:33:08,320 --> 00:33:15,740
+feathers لحالها لا تستطيع بناء rule ان ال object
+
+467
+00:33:15,740 --> 00:33:20,850
+هو bird ان ال object bird معناته محتاجanother
+
+468
+00:33:20,850 --> 00:33:28,710
+input مين الأكبر بعد 2.8 أكيد 2.2 اللي هو ال beak
+
+469
+00:33:28,710 --> 00:33:33,470
+فإذا هل يكفي أنه أعرف أنه له ريش ومنقار عشان يقول
+
+470
+00:33:33,470 --> 00:33:39,210
+هو bird؟ هنشوف فإذا بنيجي بنجمع ال noun ال noun
+
+471
+00:33:39,210 --> 00:33:43,500
+هنا صاروا اتنينpeak feathers اللي هي جدش بيطلع
+
+472
+00:33:43,500 --> 00:33:50,760
+خمسة شك خمسة بيطلع مجموحهم خمسة طيب ال unknown جدش
+
+473
+00:33:50,760 --> 00:33:54,880
+صار مجموع ال unknown هنا عندي واحد absolute برضه
+
+474
+00:33:54,880 --> 00:34:03,720
+كمان مرة واحد و واحد اتنين فاصلة واحد تمام فإذا اه
+
+475
+00:34:03,720 --> 00:34:12,060
+حققت اكبر من اذا ال rule تبعتنا if objecthas a
+
+476
+00:34:12,060 --> 00:34:20,160
+beak and object has feathers
+
+477
+00:34:20,160 --> 00:34:26,280
+then the object is bird خلصنا هاي ال rule انبنت
+
+478
+00:34:26,280 --> 00:34:33,400
+هاي كل الحسابات و العملية اللي اشتغلناها بدأنا ب a
+
+479
+00:34:33,400 --> 00:34:39,970
+noun لأعلى قيمة فيهم اللي هي feathers2.8 مقابل ال
+
+480
+00:34:39,970 --> 00:34:45,290
+unknown كانت 4.3 زي ما قلنا ف ال noun أقل من ال
+
+481
+00:34:45,290 --> 00:34:48,310
+unknown ماقدرش أبني ال rule تبعتي على معلومة واحدة
+
+482
+00:34:48,310 --> 00:34:52,750
+مضطر أخد المعلومة ال most significant input
+
+483
+00:34:52,750 --> 00:34:56,570
+التالية ال most significant input التانية اللي
+
+484
+00:34:56,570 --> 00:35:01,610
+بعدها هي الأكبر absolute فيهم حتى لو بالسالب حتى
+
+485
+00:35:01,610 --> 00:35:04,570
+لو إيش بالسالب لأن السالب هنا إيش معناه معناه أنه
+
+486
+00:35:04,570 --> 00:35:09,490
+لا يملكصحيح فإذا كل ال rule بتصير إذا لا يملك كذا
+
+487
+00:35:09,490 --> 00:35:14,480
+إذا هو كذامش شايف؟ فإذا حتى لو ال absolute بال
+
+488
+00:35:14,480 --> 00:35:17,900
+negative بتعامل معاه برضه بتعامل معاه الآن صار
+
+489
+00:35:17,900 --> 00:35:21,320
+عندي knowledge او fondate input جديد هو ال peak
+
+490
+00:35:21,320 --> 00:35:24,680
+فصار عندي اتنين اتنين فاصلة تمانية تاعة ال
+
+491
+00:35:24,680 --> 00:35:28,260
+feathers و two point two تاعة ال peak صار عندي
+
+492
+00:35:28,260 --> 00:35:31,020
+مجموع خمسة زي ما احنا هاي خمسة و مجموع ال unknown
+
+493
+00:35:31,020 --> 00:35:34,660
+two point one فإذا هنا صار ال noun أكبر من ال
+
+494
+00:35:34,660 --> 00:35:39,790
+unknown ف conclude bird is trueإذا اتحققوا الاتنين
+
+495
+00:35:39,790 --> 00:35:45,310
+هدول فبدنا هينها بدنا ال rule بدون ما احتاج ل
+
+496
+00:35:45,310 --> 00:35:48,930
+human expert بدون ما نحتاج ل human expert تمام
+
+497
+00:35:50,490 --> 00:35:53,970
+الكلام هذا مناسب جدا وهين خلصناه و بتقدر تعمل
+
+498
+00:35:53,970 --> 00:35:59,450
+training بحيث انه دائما لما بتعطي ال bird و بتعطي
+
+499
+00:35:59,450 --> 00:36:03,570
+كل معلومات ال bird تدرب الشبكة تبعتك انه دائما
+
+500
+00:36:03,570 --> 00:36:07,890
+يطلع bird و يطلع و مايكونش لا plane ولا glider و
+
+501
+00:36:07,890 --> 00:36:11,910
+بتدرب الكلام هذا و بتعطي features لا ل planeو
+
+502
+00:36:11,910 --> 00:36:14,830
+بتدربوا إنه لأ يطلع لازم يطلع سالب واحد .. واحد
+
+503
+00:36:14,830 --> 00:36:17,610
+لإن واحد كانت هي رقم اتنين في ال rules في هذه اللي
+
+504
+00:36:17,610 --> 00:36:19,990
+خاصة بال plane إذا كان ال features اللي إنت ماتيها
+
+505
+00:36:19,990 --> 00:36:22,910
+في البداية هي لل plane أو المعلومات بتاعة ال plane
+
+506
+00:36:22,910 --> 00:36:27,070
+و glater المفروض minus one and so on ل ال minus
+
+507
+00:36:27,070 --> 00:36:30,870
+one بتعطيها إيش المعلومات اللي فعلا بقدر أقول أنه
+
+508
+00:36:30,870 --> 00:36:34,350
+يطلع glater فلازم في الحالة هذه كل ما بتدخل
+
+509
+00:36:34,350 --> 00:36:38,770
+مواصفات glater لازم يتخلى ال output لابد يطلع
+
+510
+00:36:38,770 --> 00:36:44,740
+minus one minus one oneو one كويس فخلصنا ضربناها
+
+511
+00:36:44,740 --> 00:36:48,600
+من بعد ما ضربناها و خلصنا نبدأ نعمل extraction
+
+512
+00:36:48,600 --> 00:36:52,640
+لمين؟ ل ال rules عشان ال rules هذه هي اللي هيتم
+
+513
+00:36:52,640 --> 00:36:58,380
+نشرها لو بدك خليني أقول تعمل explanation تعمل
+
+514
+00:36:58,380 --> 00:37:02,610
+explanation أن والله فعلا لما بدخل inputال rule
+
+515
+00:37:02,610 --> 00:37:05,470
+هذه طلعتلي ان هو paired خلاص معناته انا فعلا ال
+
+516
+00:37:05,470 --> 00:37:09,110
+rule كانت كافية جدا مين اللي طلع ال rule ال neural
+
+517
+00:37:09,110 --> 00:37:13,290
+network neural network تمام الكلام هذا بتقدر تعمله
+
+518
+00:37:13,290 --> 00:37:18,370
+بطريقة multi layer knowledge based مش كل الطرق او
+
+519
+00:37:18,370 --> 00:37:21,650
+كل ال systems بتكون بسيطة لهذا الدرجة ممكن تكون
+
+520
+00:37:21,650 --> 00:37:24,910
+حاجة بحاجة بهذا الشكل يكون عندك اكتر من اتنين
+
+521
+00:37:24,910 --> 00:37:27,930
+تلاتة خمسة عشرة rules ممكن ال rules هذه تكون مبنية
+
+522
+00:37:27,930 --> 00:37:32,860
+على بعضيعني cascaded ورا بعضها فهذه بتظهر في
+
+523
+00:37:32,860 --> 00:37:36,880
+الحالة هذه كالتالي زي ما احنا شايفين هيكون في عندك
+
+524
+00:37:36,880 --> 00:37:42,850
+input layer ال input layer هذههتاخد او هنتعامل
+
+525
+00:37:42,850 --> 00:37:47,330
+معاها ك ال inputs تبع تمين بتاعة ال rules فهيكون
+
+526
+00:37:47,330 --> 00:37:52,950
+في عنده a1 a2 a3 a4 a5 هدول كل ال inputs الممكنين
+
+527
+00:37:52,950 --> 00:37:56,230
+اللي انت ممكن تشتغل عليهم بحيث ان ال rule الأولى
+
+528
+00:37:56,230 --> 00:38:01,930
+ال rule الأولى هي بتاخد من a1 و a3 فإذا بقدر اقول
+
+529
+00:38:01,930 --> 00:38:08,770
+اذا a1 is true and a3 is true او اتحققت then
+
+530
+00:38:10,940 --> 00:38:19,460
+B1 فبتعطي الناتج كنتج ل R1 لل rule واحد تمام ليش
+
+531
+00:38:19,460 --> 00:38:23,980
+بحتاج أن أعمل الكلام هذا وخلّيت B1 لحالها لأن B1
+
+532
+00:38:23,980 --> 00:38:28,940
+ممكن تيجي من rule تانية زي rule رقم اتنين برضه
+
+533
+00:38:28,940 --> 00:38:32,720
+الناتج تبعها B1 نفس الأشياء بتذكروا لما كنا بنعمل
+
+534
+00:38:32,720 --> 00:38:37,120
+اذا كان ال .. ال .. ال .. ال consequent او ال
+
+535
+00:38:37,120 --> 00:38:41,550
+conclusion ظهر من two rulesنفس الفكرة، نفس الفكرة،
+
+536
+00:38:41,550 --> 00:38:46,550
+فإذا نروي للتانية، هتاخد إذا B1 is true and B4 is
+
+537
+00:38:46,550 --> 00:38:53,090
+true، then B1، فالاتنين جمعوا على B1، هل وجدت
+
+538
+00:38:53,090 --> 00:38:58,670
+مبدئيا هنا، طبعا الكلام هذا بتكمله للكل، هنا الجزء
+
+539
+00:38:58,670 --> 00:39:01,670
+هذا ال layer هذه، هذه ال neural network هي اللي
+
+540
+00:39:01,670 --> 00:39:05,820
+هتدربهمزي في ال back propagation بالظبط تماما هي
+
+541
+00:39:05,820 --> 00:39:08,920
+back propagation ماتغيرش شكل فهتبدأ تدربهم بحيث ان
+
+542
+00:39:08,920 --> 00:39:11,980
+هي تعطيها ال weights المناسبة بدل متذكر لما كنا
+
+543
+00:39:11,980 --> 00:39:18,120
+بناخد .. بنعمل إذا كان ال .. وين راحت بي واحد ال R
+
+544
+00:39:18,120 --> 00:39:21,460
+واحد و ال R اتنين اعطوا نفس الناتج كنا بنعمل
+
+545
+00:39:21,460 --> 00:39:26,100
+accumulation لهم بنجمحهم على أساس ان الأولى زائد
+
+546
+00:39:26,100 --> 00:39:31,620
+التانية إذا أنتم متذكرين ناقص ضربهم تمامفهذا نفس
+
+547
+00:39:31,620 --> 00:39:37,180
+الكلام الان بي واحد بي اتنين بي تلاتة هم نفسهم
+
+548
+00:39:37,180 --> 00:39:45,020
+cascaded input ل output مختلف ل C1 و C2 فنفس
+
+549
+00:39:45,020 --> 00:39:50,460
+الفكرة هي هي بنبدأ بقيمة الواحد عصاص انه انعرفهم ل
+
+550
+00:39:50,460 --> 00:39:56,420
+rule رقم ستةورول رقم سبعة ورقم تمانية فمعنى ذلك ان
+
+551
+00:39:56,420 --> 00:40:03,060
+هي ممكن ال network تكون اكتر من hidden layer واحدة
+
+552
+00:40:03,060 --> 00:40:06,420
+فال hidden layer الأولى هنا اللى بتكون عادة خاصة
+
+553
+00:40:06,420 --> 00:40:11,400
+بال rules هتكون عبارة عن ال conjunction layer نحط
+
+554
+00:40:11,400 --> 00:40:15,950
+ال rules بعدين نواتجال rules ليش نواتج ال rules
+
+555
+00:40:15,950 --> 00:40:21,210
+هنا؟ لأنه ممكن جدا تكون جايانة من أكتر من rule
+
+556
+00:40:21,210 --> 00:40:27,450
+معناه ذلك أنه لو تحققت ال rule رقم واحد أو ال rule
+
+557
+00:40:27,450 --> 00:40:30,710
+رقم اتنين فمعناه ذلك أنه ال output هو بيه واحد
+
+558
+00:40:30,710 --> 00:40:36,610
+المعلومات هيك بتقولبواحد بتتحقق من two rules فأي
+
+559
+00:40:36,610 --> 00:40:41,410
+واحدة منهم اتحققت مناسبة فهنا صارت بتجمع this
+
+560
+00:40:41,410 --> 00:40:46,390
+conjunction layer ال conjunction هي ال rule نفسها
+
+561
+00:40:46,390 --> 00:40:48,750
+واللي عادة بتكون كله end
+
+562
+00:40:51,290 --> 00:40:56,650
+شغالة على end ف conjunction لل rule بينما الخطوة
+
+563
+00:40:56,650 --> 00:41:01,030
+اللي وراها عشان احصل على ال .. الناتج او ال
+
+564
+00:41:01,030 --> 00:41:03,850
+conclusion فال conclusion هذا اذا ظهر من اكتر من
+
+565
+00:41:03,850 --> 00:41:10,580
+rule فهو disjunction ليش؟ oror يا من هنا يا من هنا
+
+566
+00:41:10,580 --> 00:41:14,100
+وهذا الكلام نفسه بواحد بواحد تتحقق اما من ال rule
+
+567
+00:41:14,100 --> 00:41:17,840
+الأولى او ال rule التانية او ال rule التانية and
+
+568
+00:41:17,840 --> 00:41:23,160
+so on هذا ممكن طبعا لو لو كبرناها بهذا بهذا الشكل
+
+569
+00:41:23,160 --> 00:41:27,510
+اللي احنا شايفينه تمامالمرة القادمة ان شاء الله
+
+570
+00:41:27,510 --> 00:41:31,210
+تعالى بناخد الجزء التاني اللى هو neuro fuzzy
+
+571
+00:41:31,210 --> 00:41:36,330
+system بفضل نخليه للمرة القادمة بحيث انه تكون في
+
+572
+00:41:36,330 --> 00:41:39,490
+بداية محاضرة ماتكونش في نهايتها لأنه شوية بدها
+
+573
+00:41:39,490 --> 00:41:47,220
+نركز معاها أكترتكون انت كطالب في المصاق تبدأها من
+
+574
+00:41:47,220 --> 00:41:51,720
+بداية المحاضرة، مابتدش تتلخبط مع ال knowledge تبعت
+
+575
+00:41:51,720 --> 00:41:55,600
+السابقة، خلّينا نبدأ في neuro fuzzy system لإنه من
+
+576
+00:41:55,600 --> 00:41:59,340
+الأنظمة المشهورة جدا والأنظمة اللي كتير مستخدمة و
+
+577
+00:41:59,340 --> 00:42:04,520
+الحقيقةيعني دارش جدا استخدامها وكتير مستخدمة في
+
+578
+00:42:04,520 --> 00:42:10,820
+تطبيقات وإلها الحقيقة خلينا نسمي سبب وجيه جدا أنه
+
+579
+00:42:10,820 --> 00:42:13,600
+لأ لازم نستخدمها، هنعرف الكلام هذا كله للمرة
+
+580
+00:42:13,600 --> 00:42:16,020
+القادمة ان شاء الله تعالى، يعطيكوا العافية وبرك
+
+581
+00:42:16,020 --> 00:42:17,360
+الله فيكم، كل عام انتوا بخير
+
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/wmeJyJv3D3A_raw.json b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/wmeJyJv3D3A_raw.json
new file mode 100644
index 0000000000000000000000000000000000000000..3e0b2860ceb72da0beecdd89247d058985685a13
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/wmeJyJv3D3A_raw.json
@@ -0,0 +1 @@
+{"segments": [{"id": 1, "seek": 2299, "start": 5.11, "end": 22.99, "text": "بسم الله الرحمن الرحيم والصلاة والسلام علي أشرف الأنبياء وإلى المرسلين سيدنا محمد علي أله وصحبه أجمعين عزيزنا الطلبة نبدأ اليوم في موضوع ال hybrid intelligence system أو expert system ومن خلاله هنتكلم عن كيف ممكن ندمج أكتر من technique مع بعضه", "tokens": [3555, 38251, 21984, 34892, 5016, 27842, 34892, 5016, 32640, 16070, 9381, 15040, 3660, 16070, 3794, 37440, 25894, 5551, 8592, 28480, 16247, 1863, 21292, 16606, 4032, 28814, 23942, 9673, 2288, 3794, 1211, 9957, 8608, 25708, 8315, 3714, 35571, 3215, 25894, 5551, 43761, 4032, 9381, 5016, 3555, 3224, 5551, 7435, 2304, 3615, 9957, 6225, 11622, 1829, 11622, 8315, 41950, 46152, 3660, 8717, 44510, 10721, 45595, 20498, 8978, 3714, 2407, 11242, 45367, 2423, 13051, 7599, 1185, 34051, 5844, 1185, 4032, 27842, 16490, 1211, 6027, 3224, 8032, 29399, 4117, 19528, 18871, 9122, 33911, 3714, 43020, 8717, 40448, 7435, 5551, 4117, 2655, 2288, 9154, 6532, 20449, 45030, 11242, 3224], "avg_logprob": -0.14404762245359876, "compression_ratio": 1.639344262295082, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 5.11, "end": 5.37, "word": "بسم", "probability": 0.874755859375}, {"start": 5.37, "end": 5.49, "word": " الله", "probability": 0.95263671875}, {"start": 5.49, "end": 5.75, "word": " الرحمن", "probability": 0.9664713541666666}, {"start": 5.75, "end": 6.05, "word": " الرحيم", "probability": 0.99169921875}, {"start": 6.05, "end": 6.35, "word": " والصلاة", "probability": 0.8419189453125}, {"start": 6.35, "end": 6.71, "word": " والسلام", "probability": 0.9427083333333334}, {"start": 6.71, "end": 6.87, "word": " علي", "probability": 0.353271484375}, {"start": 6.87, "end": 7.13, "word": " أشرف", "probability": 0.982421875}, {"start": 7.13, "end": 7.41, "word": " الأنبياء", "probability": 0.9693603515625}, {"start": 7.41, "end": 7.49, "word": " وإلى", "probability": 0.5950520833333334}, {"start": 7.49, "end": 7.85, "word": " المرسلين", "probability": 0.88232421875}, {"start": 7.85, "end": 8.21, "word": " سيدنا", "probability": 0.92431640625}, {"start": 8.21, "end": 8.75, "word": " محمد", "probability": 0.9873046875}, {"start": 8.75, "end": 9.11, "word": " علي", "probability": 0.336181640625}, {"start": 9.11, "end": 9.31, "word": " أله", "probability": 0.595947265625}, {"start": 9.31, "end": 9.91, "word": " وصحبه", "probability": 0.9361328125}, {"start": 9.91, "end": 10.61, "word": " أجمعين", "probability": 0.96875}, {"start": 10.61, "end": 11.41, "word": " عزيزنا", "probability": 0.815625}, {"start": 11.41, "end": 11.97, "word": " الطلبة", "probability": 0.9444986979166666}, {"start": 11.97, "end": 13.25, "word": " نبدأ", "probability": 0.9729817708333334}, {"start": 13.25, "end": 13.63, "word": " اليوم", "probability": 0.971435546875}, {"start": 13.63, "end": 13.85, "word": " في", "probability": 0.92919921875}, {"start": 13.85, "end": 14.21, "word": " موضوع", "probability": 0.9952392578125}, {"start": 14.21, "end": 14.33, "word": " ال", "probability": 0.921875}, {"start": 14.33, "end": 14.65, "word": " hybrid", "probability": 0.55029296875}, {"start": 14.65, "end": 15.47, "word": " intelligence", "probability": 0.455322265625}, {"start": 15.47, "end": 16.07, "word": " system", "probability": 0.97216796875}, {"start": 16.07, "end": 16.33, "word": " أو", "probability": 0.6708984375}, {"start": 16.33, "end": 16.65, "word": " expert", "probability": 0.76708984375}, {"start": 16.65, "end": 17.21, "word": " system", "probability": 0.9697265625}, {"start": 17.21, "end": 17.79, "word": " ومن", "probability": 0.635498046875}, {"start": 17.79, "end": 18.17, "word": " خلاله", "probability": 0.9759521484375}, {"start": 18.17, "end": 18.77, "word": " هنتكلم", "probability": 0.9403076171875}, {"start": 18.77, "end": 19.09, "word": " عن", "probability": 0.9755859375}, {"start": 19.09, "end": 20.13, "word": " كيف", "probability": 0.98095703125}, {"start": 20.13, "end": 20.37, "word": " ممكن", "probability": 0.9638671875}, {"start": 20.37, "end": 20.89, "word": " ندمج", "probability": 0.9765625}, {"start": 20.89, "end": 21.49, "word": " أكتر", "probability": 0.9754638671875}, {"start": 21.49, "end": 21.71, "word": " من", "probability": 0.990234375}, {"start": 21.71, "end": 22.41, "word": " technique", "probability": 0.580078125}, {"start": 22.41, "end": 22.63, "word": " مع", "probability": 0.998046875}, {"start": 22.63, "end": 22.99, "word": " بعضه", "probability": 0.92724609375}], "temperature": 1.0}, {"id": 2, "seek": 5298, "start": 23.2, "end": 52.98, "text": "احنا طبعا أخدنا مجموعة كويسة من ال techniques و داخل كل technique من ال techniques أو category من ال categories أخدنا تفاصيل و أخدنا طرق مختلفة approaches مختلفة لتطبيق هذا ال technique يعني مثلا اتكلمنا عن ال expert system و ال expert system الحقيقة كنا بنتكلم فيه عن ال expert system ك rule based ثم اتكلمنا عنه لكن مع التطوير و صار حاجة اسمها fuzzy .. fuzzy expert system اتكلمنا عن ال neural network و ال neural network إذا بنتذكر اتكلمنا عن موضوعين", "tokens": [39319, 8315, 23032, 3555, 3615, 995, 5551, 9778, 3215, 8315, 3714, 7435, 2304, 2407, 27884, 9122, 45865, 3794, 3660, 9154, 2423, 7512, 4032, 11778, 47283, 1211, 28242, 6532, 9154, 2423, 7512, 34051, 7719, 9154, 2423, 10479, 5551, 9778, 3215, 8315, 6055, 5172, 33546, 26895, 4032, 5551, 9778, 3215, 8315, 23032, 2288, 4587, 3714, 46456, 46538, 3660, 11587, 3714, 46456, 46538, 3660, 5296, 2655, 9566, 21292, 4587, 23758, 2423, 6532, 37495, 22653, 50113, 15040, 1975, 2655, 4117, 19528, 8315, 18871, 2423, 5844, 1185, 4032, 2423, 5844, 1185, 21542, 38436, 28671, 9122, 8315, 44945, 2655, 4117, 19528, 8978, 3224, 18871, 2423, 5844, 1185, 9122, 4978, 2361, 38637, 2304, 1975, 2655, 4117, 19528, 8315, 18871, 3224, 44381, 20449, 16712, 9566, 2407, 13546, 4032, 20328, 9640, 11331, 26108, 3660, 24525, 2304, 11296, 34710, 4386, 34710, 5844, 1185, 1975, 2655, 4117, 19528, 8315, 18871, 2423, 18161, 3209, 4032, 2423, 18161, 3209, 11933, 15730, 44945, 2655, 8848, 37983, 1975, 2655, 4117, 19528, 8315, 18871, 3714, 2407, 11242, 45367, 9957], "avg_logprob": -0.06683498343861685, "compression_ratio": 2.111464968152866, "no_speech_prob": 7.271766662597656e-06, "words": [{"start": 23.2, "end": 23.76, "word": "احنا", "probability": 0.93701171875}, {"start": 23.76, "end": 24.02, "word": " طبعا", "probability": 0.90869140625}, {"start": 24.02, "end": 24.34, "word": " أخدنا", "probability": 0.9093017578125}, {"start": 24.34, "end": 24.72, "word": " مجموعة", "probability": 0.94755859375}, {"start": 24.72, "end": 25.08, "word": " كويسة", "probability": 0.98291015625}, {"start": 25.08, "end": 25.2, "word": " من", "probability": 0.994140625}, {"start": 25.2, "end": 25.32, "word": " ال", "probability": 0.912109375}, {"start": 25.32, "end": 25.66, "word": " techniques", "probability": 0.91650390625}, {"start": 25.66, "end": 26.08, "word": " و", "probability": 0.86328125}, {"start": 26.08, "end": 26.38, "word": " داخل", "probability": 0.8447265625}, {"start": 26.38, "end": 26.66, "word": " كل", "probability": 0.9931640625}, {"start": 26.66, "end": 27.12, "word": " technique", "probability": 0.8974609375}, {"start": 27.12, "end": 27.26, "word": " من", "probability": 0.9931640625}, {"start": 27.26, "end": 27.4, "word": " ال", "probability": 0.96240234375}, {"start": 27.4, "end": 27.78, "word": " techniques", "probability": 0.96337890625}, {"start": 27.78, "end": 28.0, "word": " أو", "probability": 0.7373046875}, {"start": 28.0, "end": 28.48, "word": " category", "probability": 0.955078125}, {"start": 28.48, "end": 28.6, "word": " من", "probability": 0.99560546875}, {"start": 28.6, "end": 28.72, "word": " ال", "probability": 0.97314453125}, {"start": 28.72, "end": 29.06, "word": " categories", "probability": 0.9892578125}, {"start": 29.06, "end": 29.5, "word": " أخدنا", "probability": 0.9825439453125}, {"start": 29.5, "end": 30.06, "word": " تفاصيل", "probability": 0.98583984375}, {"start": 30.06, "end": 30.4, "word": " و", "probability": 0.98046875}, {"start": 30.4, "end": 30.68, "word": " أخدنا", "probability": 0.96484375}, {"start": 30.68, "end": 31.02, "word": " طرق", "probability": 0.9671223958333334}, {"start": 31.02, "end": 31.54, "word": " مختلفة", "probability": 0.9952392578125}, {"start": 31.54, "end": 31.98, "word": " approaches", "probability": 0.53857421875}, {"start": 31.98, "end": 32.56, "word": " مختلفة", "probability": 0.99169921875}, {"start": 32.56, "end": 33.1, "word": " لتطبيق", "probability": 0.98828125}, {"start": 33.1, "end": 33.36, "word": " هذا", "probability": 0.84716796875}, {"start": 33.36, "end": 33.94, "word": " ال", "probability": 0.85400390625}, {"start": 33.94, "end": 34.32, "word": " technique", "probability": 0.94873046875}, {"start": 34.32, "end": 34.82, "word": " يعني", "probability": 0.883544921875}, {"start": 34.82, "end": 35.22, "word": " مثلا", "probability": 0.994140625}, {"start": 35.22, "end": 36.22, "word": " اتكلمنا", "probability": 0.96357421875}, {"start": 36.22, "end": 36.46, "word": " عن", "probability": 0.99560546875}, {"start": 36.46, "end": 36.8, "word": " ال", "probability": 0.97021484375}, {"start": 36.8, "end": 37.04, "word": " expert", "probability": 0.93408203125}, {"start": 37.04, "end": 37.46, "word": " system", "probability": 0.966796875}, {"start": 37.46, "end": 37.58, "word": " و", "probability": 0.6142578125}, {"start": 37.58, "end": 37.66, "word": " ال", "probability": 0.9619140625}, {"start": 37.66, "end": 37.88, "word": " expert", "probability": 0.96826171875}, {"start": 37.88, "end": 38.22, "word": " system", "probability": 0.9814453125}, {"start": 38.22, "end": 38.64, "word": " الحقيقة", "probability": 0.9860026041666666}, {"start": 38.64, "end": 38.88, "word": " كنا", "probability": 0.989501953125}, {"start": 38.88, "end": 39.32, "word": " بنتكلم", "probability": 0.867431640625}, {"start": 39.32, "end": 39.56, "word": " فيه", "probability": 0.9765625}, {"start": 39.56, "end": 39.66, "word": " عن", "probability": 0.98193359375}, {"start": 39.66, "end": 39.78, "word": " ال", "probability": 0.9169921875}, {"start": 39.78, "end": 40.06, "word": " expert", "probability": 0.97607421875}, {"start": 40.06, "end": 40.48, "word": " system", "probability": 0.9775390625}, {"start": 40.48, "end": 41.0, "word": " ك", "probability": 0.95068359375}, {"start": 41.0, "end": 41.38, "word": " rule", "probability": 0.857421875}, {"start": 41.38, "end": 41.84, "word": " based", "probability": 0.89794921875}, {"start": 41.84, "end": 42.46, "word": " ثم", "probability": 0.97509765625}, {"start": 42.46, "end": 42.98, "word": " اتكلمنا", "probability": 0.966015625}, {"start": 42.98, "end": 43.38, "word": " عنه", "probability": 0.994140625}, {"start": 43.38, "end": 43.9, "word": " لكن", "probability": 0.95166015625}, {"start": 43.9, "end": 44.1, "word": " مع", "probability": 0.97509765625}, {"start": 44.1, "end": 44.7, "word": " التطوير", "probability": 0.987060546875}, {"start": 44.7, "end": 44.98, "word": " و", "probability": 0.9921875}, {"start": 44.98, "end": 45.22, "word": " صار", "probability": 0.869384765625}, {"start": 45.22, "end": 45.48, "word": " حاجة", "probability": 0.99755859375}, {"start": 45.48, "end": 45.84, "word": " اسمها", "probability": 0.92333984375}, {"start": 45.84, "end": 46.12, "word": " fuzzy", "probability": 0.8916015625}, {"start": 46.12, "end": 46.52, "word": " ..", "probability": 0.3642578125}, {"start": 46.52, "end": 46.76, "word": " fuzzy", "probability": 0.7841796875}, {"start": 46.76, "end": 47.14, "word": " expert", "probability": 0.93994140625}, {"start": 47.14, "end": 47.62, "word": " system", "probability": 0.9736328125}, {"start": 47.62, "end": 48.64, "word": " اتكلمنا", "probability": 0.97978515625}, {"start": 48.64, "end": 48.84, "word": " عن", "probability": 0.99658203125}, {"start": 48.84, "end": 49.02, "word": " ال", "probability": 0.921875}, {"start": 49.02, "end": 49.28, "word": " neural", "probability": 0.947265625}, {"start": 49.28, "end": 49.82, "word": " network", "probability": 0.96435546875}, {"start": 49.82, "end": 50.12, "word": " و", "probability": 0.919921875}, {"start": 50.12, "end": 50.18, "word": " ال", "probability": 0.97509765625}, {"start": 50.18, "end": 50.38, "word": " neural", "probability": 0.9560546875}, {"start": 50.38, "end": 50.88, "word": " network", "probability": 0.978515625}, {"start": 50.88, "end": 51.06, "word": " إذا", "probability": 0.792724609375}, {"start": 51.06, "end": 51.6, "word": " بنتذكر", "probability": 0.902587890625}, {"start": 51.6, "end": 52.14, "word": " اتكلمنا", "probability": 0.96396484375}, {"start": 52.14, "end": 52.32, "word": " عن", "probability": 0.9951171875}, {"start": 52.32, "end": 52.98, "word": " موضوعين", "probability": 0.993359375}], "temperature": 1.0}, {"id": 3, "seek": 7948, "start": 53.19, "end": 79.49, "text": "تكلمنا عن ال supervised و ال unsupervised و في كل واحد منهم الحقيقة تطرقنا لمجموعة كويسة من الطرق من الطرق اللي ممكن نستخدمها من ال neural network فيها حسب supervised أو unsupervised ثم روحنا لل genetic algorithm و ال genetic algorithm نفس الكلام بدأنا في ال basic genetic algorithm ثم تحدثنا عن ال evolutionary computation ثم روحنا لل genetic programming إذا أنتم متذكرين تماما", "tokens": [2655, 4117, 19528, 8315, 18871, 2423, 46533, 4032, 2423, 2693, 12879, 24420, 4032, 8978, 28242, 36764, 24401, 9154, 16095, 21542, 38436, 28671, 6055, 9566, 2288, 4587, 8315, 32767, 7435, 2304, 2407, 27884, 9122, 45865, 3794, 3660, 9154, 41950, 2288, 4587, 9154, 41950, 2288, 4587, 13672, 1829, 3714, 43020, 8717, 14851, 9778, 40448, 11296, 9154, 2423, 18161, 3209, 8978, 11296, 11331, 35457, 46533, 34051, 2693, 12879, 24420, 38637, 2304, 12602, 2407, 5016, 8315, 24976, 12462, 9284, 4032, 2423, 12462, 9284, 8717, 36178, 2423, 28820, 10943, 47525, 10721, 8315, 8978, 2423, 3875, 12462, 9284, 38637, 2304, 6055, 24401, 12984, 8315, 18871, 2423, 27567, 24903, 38637, 2304, 12602, 2407, 5016, 8315, 24976, 12462, 9410, 11933, 15730, 14739, 39237, 44650, 8848, 37983, 9957, 46811, 10943, 995], "avg_logprob": -0.14049796626819827, "compression_ratio": 1.9219858156028369, "no_speech_prob": 8.940696716308594e-07, "words": [{"start": 53.19, "end": 53.81, "word": "تكلمنا", "probability": 0.74578857421875}, {"start": 53.81, "end": 54.03, "word": " عن", "probability": 0.99169921875}, {"start": 54.03, "end": 54.23, "word": " ال", "probability": 0.9404296875}, {"start": 54.23, "end": 54.61, "word": " supervised", "probability": 0.340576171875}, {"start": 54.61, "end": 54.91, "word": " و", "probability": 0.6591796875}, {"start": 54.91, "end": 54.97, "word": " ال", "probability": 0.88720703125}, {"start": 54.97, "end": 55.57, "word": " unsupervised", "probability": 0.9560546875}, {"start": 55.57, "end": 55.91, "word": " و", "probability": 0.857421875}, {"start": 55.91, "end": 56.01, "word": " في", "probability": 0.70361328125}, {"start": 56.01, "end": 56.21, "word": " كل", "probability": 0.9765625}, {"start": 56.21, "end": 56.47, "word": " واحد", "probability": 0.99365234375}, {"start": 56.47, "end": 56.89, "word": " منهم", "probability": 0.99267578125}, {"start": 56.89, "end": 57.69, "word": " الحقيقة", "probability": 0.9552408854166666}, {"start": 57.69, "end": 58.17, "word": " تطرقنا", "probability": 0.8291015625}, {"start": 58.17, "end": 58.61, "word": " لمجموعة", "probability": 0.874755859375}, {"start": 58.61, "end": 58.97, "word": " كويسة", "probability": 0.97802734375}, {"start": 58.97, "end": 59.09, "word": " من", "probability": 0.99462890625}, {"start": 59.09, "end": 60.17, "word": " الطرق", "probability": 0.9697265625}, {"start": 60.17, "end": 60.95, "word": " من", "probability": 0.5693359375}, {"start": 60.95, "end": 61.59, "word": " الطرق", "probability": 0.9845377604166666}, {"start": 61.59, "end": 61.73, "word": " اللي", "probability": 0.817626953125}, {"start": 61.73, "end": 61.95, "word": " ممكن", "probability": 0.98828125}, {"start": 61.95, "end": 62.41, "word": " نستخدمها", "probability": 0.90810546875}, {"start": 62.41, "end": 62.47, "word": " من", "probability": 0.67138671875}, {"start": 62.47, "end": 62.51, "word": " ال", "probability": 0.87109375}, {"start": 62.51, "end": 62.67, "word": " neural", "probability": 0.91259765625}, {"start": 62.67, "end": 63.21, "word": " network", "probability": 0.95703125}, {"start": 63.21, "end": 64.23, "word": " فيها", "probability": 0.94580078125}, {"start": 64.23, "end": 64.59, "word": " حسب", "probability": 0.99609375}, {"start": 64.59, "end": 65.15, "word": " supervised", "probability": 0.8837890625}, {"start": 65.15, "end": 65.41, "word": " أو", "probability": 0.53076171875}, {"start": 65.41, "end": 66.07, "word": " unsupervised", "probability": 0.9749348958333334}, {"start": 66.07, "end": 66.63, "word": " ثم", "probability": 0.9345703125}, {"start": 66.63, "end": 66.93, "word": " روحنا", "probability": 0.92919921875}, {"start": 66.93, "end": 67.07, "word": " لل", "probability": 0.4560546875}, {"start": 67.07, "end": 67.35, "word": " genetic", "probability": 0.8935546875}, {"start": 67.35, "end": 67.79, "word": " algorithm", "probability": 0.93359375}, {"start": 67.79, "end": 68.19, "word": " و", "probability": 0.383056640625}, {"start": 68.19, "end": 68.27, "word": " ال", "probability": 0.955078125}, {"start": 68.27, "end": 68.49, "word": " genetic", "probability": 0.96240234375}, {"start": 68.49, "end": 68.87, "word": " algorithm", "probability": 0.9384765625}, {"start": 68.87, "end": 69.25, "word": " نفس", "probability": 0.992431640625}, {"start": 69.25, "end": 69.71, "word": " الكلام", "probability": 0.96484375}, {"start": 69.71, "end": 70.31, "word": " بدأنا", "probability": 0.9752604166666666}, {"start": 70.31, "end": 70.45, "word": " في", "probability": 0.93017578125}, {"start": 70.45, "end": 70.57, "word": " ال", "probability": 0.98583984375}, {"start": 70.57, "end": 70.89, "word": " basic", "probability": 0.93896484375}, {"start": 70.89, "end": 71.25, "word": " genetic", "probability": 0.96142578125}, {"start": 71.25, "end": 71.73, "word": " algorithm", "probability": 0.92626953125}, {"start": 71.73, "end": 72.33, "word": " ثم", "probability": 0.981689453125}, {"start": 72.33, "end": 72.89, "word": " تحدثنا", "probability": 0.8958740234375}, {"start": 72.89, "end": 73.01, "word": " عن", "probability": 0.98486328125}, {"start": 73.01, "end": 73.05, "word": " ال", "probability": 0.49853515625}, {"start": 73.05, "end": 73.35, "word": " evolutionary", "probability": 0.9150390625}, {"start": 73.35, "end": 75.55, "word": " computation", "probability": 0.95947265625}, {"start": 75.55, "end": 76.13, "word": " ثم", "probability": 0.9775390625}, {"start": 76.13, "end": 76.45, "word": " روحنا", "probability": 0.981689453125}, {"start": 76.45, "end": 76.75, "word": " لل", "probability": 0.70263671875}, {"start": 76.75, "end": 77.53, "word": " genetic", "probability": 0.92724609375}, {"start": 77.53, "end": 78.21, "word": " programming", "probability": 0.88427734375}, {"start": 78.21, "end": 78.45, "word": " إذا", "probability": 0.767578125}, {"start": 78.45, "end": 78.63, "word": " أنتم", "probability": 0.78369140625}, {"start": 78.63, "end": 79.07, "word": " متذكرين", "probability": 0.904296875}, {"start": 79.07, "end": 79.49, "word": " تماما", "probability": 0.8250325520833334}], "temperature": 1.0}, {"id": 4, "seek": 8719, "start": 80.07, "end": 87.19, "text": "اليوم .. اليوم نتكلم إيش ميزات كل واحد من هذه الطرق و إيش عيوبه و كيف أنا ممكن أستثمر ميزات", "tokens": [6027, 1829, 20498, 4386, 45595, 20498, 8717, 2655, 4117, 19528, 11933, 1829, 8592, 3714, 1829, 11622, 9307, 28242, 36764, 24401, 9154, 29538, 41950, 2288, 4587, 4032, 11933, 1829, 8592, 6225, 1829, 37746, 3224, 4032, 9122, 33911, 41850, 3714, 43020, 5551, 14851, 12984, 29973, 3714, 1829, 11622, 9307], "avg_logprob": -0.11848958379899462, "compression_ratio": 1.4504504504504505, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 80.07, "end": 80.65, "word": "اليوم", "probability": 0.9143880208333334}, {"start": 80.65, "end": 80.81, "word": " ..", "probability": 0.282958984375}, {"start": 80.81, "end": 81.19, "word": " اليوم", "probability": 0.952880859375}, {"start": 81.19, "end": 81.73, "word": " نتكلم", "probability": 0.9788818359375}, {"start": 81.73, "end": 82.13, "word": " إيش", "probability": 0.7792154947916666}, {"start": 82.13, "end": 82.51, "word": " ميزات", "probability": 0.9462890625}, {"start": 82.51, "end": 82.67, "word": " كل", "probability": 0.98486328125}, {"start": 82.67, "end": 82.91, "word": " واحد", "probability": 0.996337890625}, {"start": 82.91, "end": 83.05, "word": " من", "probability": 0.9921875}, {"start": 83.05, "end": 83.25, "word": " هذه", "probability": 0.9521484375}, {"start": 83.25, "end": 83.65, "word": " الطرق", "probability": 0.9816080729166666}, {"start": 83.65, "end": 83.75, "word": " و", "probability": 0.7080078125}, {"start": 83.75, "end": 83.89, "word": " إيش", "probability": 0.8662109375}, {"start": 83.89, "end": 84.31, "word": " عيوبه", "probability": 0.9755859375}, {"start": 84.31, "end": 84.43, "word": " و", "probability": 0.62451171875}, {"start": 84.43, "end": 84.61, "word": " كيف", "probability": 0.906982421875}, {"start": 84.61, "end": 84.77, "word": " أنا", "probability": 0.8525390625}, {"start": 84.77, "end": 85.17, "word": " ممكن", "probability": 0.989013671875}, {"start": 85.17, "end": 86.07, "word": " أستثمر", "probability": 0.9404296875}, {"start": 86.07, "end": 87.19, "word": " ميزات", "probability": 0.982421875}], "temperature": 1.0}, {"id": 5, "seek": 11745, "start": 88.09, "end": 117.45, "text": "طريقتين مع بعض هادي مع هادي بحيث أن واحدة تغطي عيوب التانية فإذا هو الهدف مش إن أنا بدي أعمل hybrid system وخلاص أو بدي أجيب هادي مع هادي لمجرد التسلية أو لمجرد أنه بدنا نشوف إيش بدي يطلع منهم لأ إحنا الأصل أنه درسناهم عشان نعرف هي إيش ميزات كل واحد وإيش عيوب كل واحد وإذا كان في ميزة معينة عند واحد بتغطي عيب عند التاني فمن الباب .. من الباب أولى لإنه الاتنين هدولة okay بيصير ك hybrid intelligent system مناسبة جدا", "tokens": [9566, 16572, 38149, 9957, 20449, 45030, 11242, 8032, 995, 16254, 20449, 8032, 995, 16254, 4724, 5016, 1829, 12984, 14739, 36764, 24401, 3660, 6055, 17082, 9566, 1829, 6225, 1829, 37746, 16712, 7649, 10632, 6156, 28814, 15730, 31439, 2423, 3224, 3215, 5172, 37893, 36145, 41850, 4724, 16254, 5551, 25957, 1211, 13051, 1185, 4032, 9778, 1211, 33546, 34051, 4724, 16254, 5551, 7435, 1829, 3555, 8032, 995, 16254, 20449, 8032, 995, 16254, 32767, 7435, 2288, 3215, 16712, 3794, 1211, 10632, 34051, 32767, 7435, 2288, 3215, 14739, 3224, 47525, 8315, 8717, 8592, 38688, 11933, 1829, 8592, 4724, 16254, 7251, 9566, 1211, 3615, 9154, 16095, 5296, 10721, 11933, 5016, 8315, 16247, 36520, 14739, 3224, 11778, 2288, 3794, 8315, 16095, 6225, 8592, 7649, 8717, 3615, 28480, 39896, 11933, 1829, 8592, 3714, 1829, 11622, 9307, 28242, 36764, 24401, 4032, 28814, 1829, 8592, 6225, 1829, 37746, 28242, 36764, 24401, 4032, 28814, 15730, 25961, 8978, 3714, 1829, 11622, 3660, 20449, 9957, 3660, 43242, 36764, 24401, 39894, 17082, 9566, 1829, 6225, 1829, 3555, 43242, 16712, 7649, 1829, 6156, 27842, 29739, 16758, 4386, 9154, 29739, 16758, 5551, 12610, 7578, 5296, 28814, 1863, 3224, 2423, 9307, 1863, 9957, 8032, 3215, 12610, 3660, 1392, 4724, 1829, 9381, 13546, 9122, 13051, 13232, 1185, 3714, 8315, 35457, 3660, 10874, 28259], "avg_logprob": -0.13193597909880847, "compression_ratio": 1.9943661971830986, "no_speech_prob": 9.5367431640625e-07, "words": [{"start": 88.09, "end": 88.65, "word": "طريقتين", "probability": 0.984130859375}, {"start": 88.65, "end": 88.79, "word": " مع", "probability": 0.9931640625}, {"start": 88.79, "end": 89.51, "word": " بعض", "probability": 0.99658203125}, {"start": 89.51, "end": 90.15, "word": " هادي", "probability": 0.5631510416666666}, {"start": 90.15, "end": 90.31, "word": " مع", "probability": 0.96923828125}, {"start": 90.31, "end": 90.55, "word": " هادي", "probability": 0.92724609375}, {"start": 90.55, "end": 90.81, "word": " بحيث", "probability": 0.954345703125}, {"start": 90.81, "end": 90.91, "word": " أن", "probability": 0.385009765625}, {"start": 90.91, "end": 91.19, "word": " واحدة", "probability": 0.8531901041666666}, {"start": 91.19, "end": 91.53, "word": " تغطي", "probability": 0.9278564453125}, {"start": 91.53, "end": 91.69, "word": " عيوب", "probability": 0.9866536458333334}, {"start": 91.69, "end": 92.05, "word": " التانية", "probability": 0.9261067708333334}, {"start": 92.05, "end": 92.35, "word": " فإذا", "probability": 0.8447265625}, {"start": 92.35, "end": 92.77, "word": " هو", "probability": 0.97900390625}, {"start": 92.77, "end": 93.13, "word": " الهدف", "probability": 0.9921875}, {"start": 93.13, "end": 93.37, "word": " مش", "probability": 0.96875}, {"start": 93.37, "end": 93.57, "word": " إن", "probability": 0.335693359375}, {"start": 93.57, "end": 93.73, "word": " أنا", "probability": 0.857421875}, {"start": 93.73, "end": 93.97, "word": " بدي", "probability": 0.6048583984375}, {"start": 93.97, "end": 94.19, "word": " أعمل", "probability": 0.900390625}, {"start": 94.19, "end": 94.85, "word": " hybrid", "probability": 0.828125}, {"start": 94.85, "end": 95.23, "word": " system", "probability": 0.97509765625}, {"start": 95.23, "end": 95.63, "word": " وخلاص", "probability": 0.859619140625}, {"start": 95.63, "end": 96.53, "word": " أو", "probability": 0.9072265625}, {"start": 96.53, "end": 97.05, "word": " بدي", "probability": 0.92724609375}, {"start": 97.05, "end": 97.33, "word": " أجيب", "probability": 0.9853515625}, {"start": 97.33, "end": 97.53, "word": " هادي", "probability": 0.94384765625}, {"start": 97.53, "end": 97.65, "word": " مع", "probability": 0.9951171875}, {"start": 97.65, "end": 97.91, "word": " هادي", "probability": 0.9694010416666666}, {"start": 97.91, "end": 98.35, "word": " لمجرد", "probability": 0.94775390625}, {"start": 98.35, "end": 98.87, "word": " التسلية", "probability": 0.863037109375}, {"start": 98.87, "end": 99.43, "word": " أو", "probability": 0.9345703125}, {"start": 99.43, "end": 99.99, "word": " لمجرد", "probability": 0.94873046875}, {"start": 99.99, "end": 100.15, "word": " أنه", "probability": 0.635986328125}, {"start": 100.15, "end": 100.31, "word": " بدنا", "probability": 0.900390625}, {"start": 100.31, "end": 100.49, "word": " نشوف", "probability": 0.9952799479166666}, {"start": 100.49, "end": 100.63, "word": " إيش", "probability": 0.8756510416666666}, {"start": 100.63, "end": 100.75, "word": " بدي", "probability": 0.557373046875}, {"start": 100.75, "end": 101.01, "word": " يطلع", "probability": 0.9617919921875}, {"start": 101.01, "end": 101.37, "word": " منهم", "probability": 0.995849609375}, {"start": 101.37, "end": 101.91, "word": " لأ", "probability": 0.84814453125}, {"start": 101.91, "end": 102.25, "word": " إحنا", "probability": 0.77392578125}, {"start": 102.25, "end": 102.97, "word": " الأصل", "probability": 0.6884765625}, {"start": 102.97, "end": 103.19, "word": " أنه", "probability": 0.7548828125}, {"start": 103.19, "end": 103.81, "word": " درسناهم", "probability": 0.96015625}, {"start": 103.81, "end": 104.11, "word": " عشان", "probability": 0.9845377604166666}, {"start": 104.11, "end": 104.47, "word": " نعرف", "probability": 0.9964192708333334}, {"start": 104.47, "end": 104.65, "word": " هي", "probability": 0.564453125}, {"start": 104.65, "end": 104.85, "word": " إيش", "probability": 0.9332682291666666}, {"start": 104.85, "end": 105.29, "word": " ميزات", "probability": 0.941162109375}, {"start": 105.29, "end": 105.51, "word": " كل", "probability": 0.97705078125}, {"start": 105.51, "end": 105.81, "word": " واحد", "probability": 0.9931640625}, {"start": 105.81, "end": 106.07, "word": " وإيش", "probability": 0.9652099609375}, {"start": 106.07, "end": 106.29, "word": " عيوب", "probability": 0.9851888020833334}, {"start": 106.29, "end": 106.47, "word": " كل", "probability": 0.9873046875}, {"start": 106.47, "end": 106.79, "word": " واحد", "probability": 0.994140625}, {"start": 106.79, "end": 107.37, "word": " وإذا", "probability": 0.9768880208333334}, {"start": 107.37, "end": 107.57, "word": " كان", "probability": 0.9951171875}, {"start": 107.57, "end": 107.71, "word": " في", "probability": 0.91650390625}, {"start": 107.71, "end": 108.15, "word": " ميزة", "probability": 0.947265625}, {"start": 108.15, "end": 108.89, "word": " معينة", "probability": 0.9931640625}, {"start": 108.89, "end": 109.13, "word": " عند", "probability": 0.9892578125}, {"start": 109.13, "end": 109.53, "word": " واحد", "probability": 0.993896484375}, {"start": 109.53, "end": 110.05, "word": " بتغطي", "probability": 0.9693603515625}, {"start": 110.05, "end": 110.27, "word": " عيب", "probability": 0.99169921875}, {"start": 110.27, "end": 110.45, "word": " عند", "probability": 0.974609375}, {"start": 110.45, "end": 110.97, "word": " التاني", "probability": 0.9635416666666666}, {"start": 110.97, "end": 111.81, "word": " فمن", "probability": 0.965087890625}, {"start": 111.81, "end": 112.21, "word": " الباب", "probability": 0.9755859375}, {"start": 112.21, "end": 112.29, "word": " ..", "probability": 0.546875}, {"start": 112.29, "end": 112.41, "word": " من", "probability": 0.9140625}, {"start": 112.41, "end": 112.59, "word": " الباب", "probability": 0.8427734375}, {"start": 112.59, "end": 112.85, "word": " أولى", "probability": 0.7784016927083334}, {"start": 112.85, "end": 113.09, "word": " لإنه", "probability": 0.7177734375}, {"start": 113.09, "end": 113.35, "word": " الاتنين", "probability": 0.78192138671875}, {"start": 113.35, "end": 113.67, "word": " هدولة", "probability": 0.892578125}, {"start": 113.67, "end": 113.93, "word": " okay", "probability": 0.7470703125}, {"start": 113.93, "end": 114.51, "word": " بيصير", "probability": 0.84765625}, {"start": 114.51, "end": 114.73, "word": " ك", "probability": 0.91455078125}, {"start": 114.73, "end": 115.25, "word": " hybrid", "probability": 0.75146484375}, {"start": 115.25, "end": 116.27, "word": " intelligent", "probability": 0.490966796875}, {"start": 116.27, "end": 116.77, "word": " system", "probability": 0.97509765625}, {"start": 116.77, "end": 117.23, "word": " مناسبة", "probability": 0.96533203125}, {"start": 117.23, "end": 117.45, "word": " جدا", "probability": 0.992919921875}], "temperature": 1.0}, {"id": 6, "seek": 13128, "start": 117.78, "end": 131.28, "text": "فعشان هيك أول حاجة هناخدها مقدمة، المقدمة دي هنشوف إيش ميزات كل واحد وإيش عيوبه، إيش ال characteristics أو ال behavior المميزة لكل واحد منهم، بحيث أنه نقدر نعمل matching بطريقة صحيحة، تمام", "tokens": [5172, 3615, 8592, 7649, 39896, 4117, 5551, 12610, 11331, 26108, 3660, 8032, 1863, 47283, 3215, 11296, 3714, 28543, 46007, 12399, 9673, 28543, 46007, 11778, 1829, 8032, 1863, 8592, 38688, 11933, 1829, 8592, 3714, 1829, 11622, 9307, 28242, 36764, 24401, 4032, 28814, 1829, 8592, 6225, 1829, 37746, 3224, 12399, 11933, 1829, 8592, 2423, 10891, 34051, 2423, 5223, 9673, 2304, 1829, 11622, 3660, 5296, 28820, 36764, 24401, 9154, 16095, 12399, 4724, 5016, 1829, 12984, 14739, 3224, 8717, 28543, 2288, 8717, 25957, 1211, 14324, 4724, 9566, 16572, 28671, 20328, 5016, 1829, 5016, 3660, 12399, 46811, 10943], "avg_logprob": -0.10796210130161428, "compression_ratio": 1.5728643216080402, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 117.78, "end": 118.24, "word": "فعشان", "probability": 0.9210205078125}, {"start": 118.24, "end": 118.4, "word": " هيك", "probability": 0.5308837890625}, {"start": 118.4, "end": 118.62, "word": " أول", "probability": 0.836181640625}, {"start": 118.62, "end": 118.86, "word": " حاجة", "probability": 0.9788411458333334}, {"start": 118.86, "end": 119.24, "word": " هناخدها", "probability": 0.876953125}, {"start": 119.24, "end": 119.96, "word": " مقدمة،", "probability": 0.81610107421875}, {"start": 119.96, "end": 120.42, "word": " المقدمة", "probability": 0.9680989583333334}, {"start": 120.42, "end": 120.62, "word": " دي", "probability": 0.6439208984375}, {"start": 120.62, "end": 121.0, "word": " هنشوف", "probability": 0.9710693359375}, {"start": 121.0, "end": 121.18, "word": " إيش", "probability": 0.8636067708333334}, {"start": 121.18, "end": 121.52, "word": " ميزات", "probability": 0.9276123046875}, {"start": 121.52, "end": 121.68, "word": " كل", "probability": 0.9375}, {"start": 121.68, "end": 121.9, "word": " واحد", "probability": 0.989501953125}, {"start": 121.9, "end": 122.1, "word": " وإيش", "probability": 0.8922119140625}, {"start": 122.1, "end": 123.06, "word": " عيوبه،", "probability": 0.96787109375}, {"start": 123.06, "end": 123.28, "word": " إيش", "probability": 0.9816080729166666}, {"start": 123.28, "end": 123.54, "word": " ال", "probability": 0.98193359375}, {"start": 123.54, "end": 124.3, "word": " characteristics", "probability": 0.94482421875}, {"start": 124.3, "end": 124.62, "word": " أو", "probability": 0.95166015625}, {"start": 124.62, "end": 124.82, "word": " ال", "probability": 0.99169921875}, {"start": 124.82, "end": 125.3, "word": " behavior", "probability": 0.89453125}, {"start": 125.3, "end": 126.8, "word": " المميزة", "probability": 0.988671875}, {"start": 126.8, "end": 127.06, "word": " لكل", "probability": 0.979248046875}, {"start": 127.06, "end": 127.32, "word": " واحد", "probability": 0.99462890625}, {"start": 127.32, "end": 128.06, "word": " منهم،", "probability": 0.8597005208333334}, {"start": 128.06, "end": 128.38, "word": " بحيث", "probability": 0.9788818359375}, {"start": 128.38, "end": 128.56, "word": " أنه", "probability": 0.7330322265625}, {"start": 128.56, "end": 128.88, "word": " نقدر", "probability": 0.9918619791666666}, {"start": 128.88, "end": 129.2, "word": " نعمل", "probability": 0.9977213541666666}, {"start": 129.2, "end": 129.6, "word": " matching", "probability": 0.873046875}, {"start": 129.6, "end": 130.08, "word": " بطريقة", "probability": 0.9844970703125}, {"start": 130.08, "end": 131.0, "word": " صحيحة،", "probability": 0.940185546875}, {"start": 131.0, "end": 131.28, "word": " تمام", "probability": 0.9853515625}], "temperature": 1.0}, {"id": 7, "seek": 15175, "start": 132.57, "end": 151.75, "text": "ثم موضوعنا اليوم هيكون عن neural .. ال .. ال neural expert .. expert systems معناه ذلك أني بدي أروح ل neural network مع ال expert أو ال rule based expert system هناخدهم مع بعض فأصار .. أصار كأنه neural network بدي أدخل فيها ال .. ال rules بالإضافة ده ال neural", "tokens": [12984, 2304, 3714, 2407, 11242, 45367, 8315, 45595, 20498, 39896, 30544, 18871, 18161, 4386, 2423, 4386, 2423, 18161, 5844, 4386, 5844, 3652, 20449, 8315, 3224, 29910, 23275, 14739, 1829, 4724, 16254, 5551, 32887, 5016, 5296, 18161, 3209, 20449, 2423, 5844, 34051, 2423, 4978, 2361, 5844, 1185, 8032, 1863, 47283, 3215, 16095, 20449, 45030, 11242, 6156, 10721, 9381, 9640, 4386, 5551, 9381, 9640, 9122, 33456, 3224, 18161, 3209, 4724, 16254, 5551, 3215, 9778, 1211, 8978, 11296, 2423, 4386, 2423, 4474, 20666, 28814, 11242, 31845, 3660, 11778, 3224, 2423, 18161], "avg_logprob": -0.24455757757251181, "compression_ratio": 1.775609756097561, "no_speech_prob": 0.0, "words": [{"start": 132.57, "end": 132.95, "word": "ثم", "probability": 0.795654296875}, {"start": 132.95, "end": 133.43, "word": " موضوعنا", "probability": 0.9453125}, {"start": 133.43, "end": 133.73, "word": " اليوم", "probability": 0.7161865234375}, {"start": 133.73, "end": 134.11, "word": " هيكون", "probability": 0.86865234375}, {"start": 134.11, "end": 134.37, "word": " عن", "probability": 0.9248046875}, {"start": 134.37, "end": 134.99, "word": " neural", "probability": 0.59521484375}, {"start": 134.99, "end": 135.45, "word": " ..", "probability": 0.220458984375}, {"start": 135.45, "end": 135.83, "word": " ال", "probability": 0.625}, {"start": 135.83, "end": 135.83, "word": " ..", "probability": 0.302734375}, {"start": 135.83, "end": 136.01, "word": " ال", "probability": 0.828125}, {"start": 136.01, "end": 136.27, "word": " neural", "probability": 0.83447265625}, {"start": 136.27, "end": 136.69, "word": " expert", "probability": 0.67333984375}, {"start": 136.69, "end": 136.87, "word": " ..", "probability": 0.73291015625}, {"start": 136.87, "end": 137.23, "word": " expert", "probability": 0.83447265625}, {"start": 137.23, "end": 137.83, "word": " systems", "probability": 0.900390625}, {"start": 137.83, "end": 138.57, "word": " معناه", "probability": 0.8712565104166666}, {"start": 138.57, "end": 138.73, "word": " ذلك", "probability": 0.966796875}, {"start": 138.73, "end": 138.87, "word": " أني", "probability": 0.504638671875}, {"start": 138.87, "end": 138.97, "word": " بدي", "probability": 0.505615234375}, {"start": 138.97, "end": 139.17, "word": " أروح", "probability": 0.8736979166666666}, {"start": 139.17, "end": 139.33, "word": " ل", "probability": 0.7490234375}, {"start": 139.33, "end": 139.67, "word": " neural", "probability": 0.94091796875}, {"start": 139.67, "end": 140.27, "word": " network", "probability": 0.97509765625}, {"start": 140.27, "end": 140.85, "word": " مع", "probability": 0.9775390625}, {"start": 140.85, "end": 141.25, "word": " ال", "probability": 0.9755859375}, {"start": 141.25, "end": 141.53, "word": " expert", "probability": 0.376708984375}, {"start": 141.53, "end": 141.75, "word": " أو", "probability": 0.76171875}, {"start": 141.75, "end": 141.97, "word": " ال", "probability": 0.9716796875}, {"start": 141.97, "end": 142.21, "word": " rule", "probability": 0.89892578125}, {"start": 142.21, "end": 142.51, "word": " based", "probability": 0.83447265625}, {"start": 142.51, "end": 142.95, "word": " expert", "probability": 0.8984375}, {"start": 142.95, "end": 143.59, "word": " system", "probability": 0.9658203125}, {"start": 143.59, "end": 144.19, "word": " هناخدهم", "probability": 0.83408203125}, {"start": 144.19, "end": 144.31, "word": " مع", "probability": 0.98388671875}, {"start": 144.31, "end": 144.49, "word": " بعض", "probability": 0.99755859375}, {"start": 144.49, "end": 144.79, "word": " فأصار", "probability": 0.63800048828125}, {"start": 144.79, "end": 144.79, "word": " ..", "probability": 0.56005859375}, {"start": 144.79, "end": 145.13, "word": " أصار", "probability": 0.9485677083333334}, {"start": 145.13, "end": 145.51, "word": " كأنه", "probability": 0.9713541666666666}, {"start": 145.51, "end": 145.93, "word": " neural", "probability": 0.90673828125}, {"start": 145.93, "end": 146.45, "word": " network", "probability": 0.98193359375}, {"start": 146.45, "end": 146.91, "word": " بدي", "probability": 0.830810546875}, {"start": 146.91, "end": 147.35, "word": " أدخل", "probability": 0.97216796875}, {"start": 147.35, "end": 147.73, "word": " فيها", "probability": 0.995849609375}, {"start": 147.73, "end": 148.49, "word": " ال", "probability": 0.99658203125}, {"start": 148.49, "end": 148.85, "word": " ..", "probability": 0.83447265625}, {"start": 148.85, "end": 149.29, "word": " ال", "probability": 0.9833984375}, {"start": 149.29, "end": 149.63, "word": " rules", "probability": 0.87255859375}, {"start": 149.63, "end": 150.63, "word": " بالإضافة", "probability": 0.9173828125}, {"start": 150.63, "end": 151.35, "word": " ده", "probability": 0.6541748046875}, {"start": 151.35, "end": 151.51, "word": " ال", "probability": 0.302490234375}, {"start": 151.51, "end": 151.75, "word": " neural", "probability": 0.83544921875}], "temperature": 1.0}, {"id": 8, "seek": 16941, "start": 152.45, "end": 169.41, "text": "fuzzy systems ف neural برضه مع neural network مع ال fuzzy expert system كيف ممكن أندخلهم مع بعضهم و ليش بدي أضطر أدخلهم مع بعضهم طيب طبعا نفس الكلام لل genetic ليش المرة القادمة ان شاء الله تعالى بدنا ندخلها مع ال other", "tokens": [69, 30601, 3652, 6156, 18161, 4724, 43042, 3224, 20449, 18161, 3209, 20449, 2423, 34710, 5844, 1185, 9122, 33911, 3714, 43020, 14739, 3215, 9778, 1211, 16095, 20449, 45030, 11242, 16095, 4032, 32239, 8592, 4724, 16254, 5551, 11242, 9566, 2288, 5551, 3215, 9778, 1211, 16095, 20449, 45030, 11242, 16095, 23032, 1829, 3555, 23032, 3555, 3615, 995, 8717, 36178, 2423, 28820, 10943, 24976, 12462, 32239, 8592, 9673, 25720, 25062, 18513, 46007, 16472, 13412, 16606, 21984, 37279, 6027, 7578, 47525, 8315, 8717, 3215, 9778, 1211, 11296, 20449, 2423, 661], "avg_logprob": -0.1749636588055034, "compression_ratio": 1.6633663366336633, "no_speech_prob": 9.5367431640625e-07, "words": [{"start": 152.45, "end": 152.83, "word": "fuzzy", "probability": 0.5880126953125}, {"start": 152.83, "end": 153.51, "word": " systems", "probability": 0.79150390625}, {"start": 153.51, "end": 153.79, "word": " ف", "probability": 0.5693359375}, {"start": 153.79, "end": 154.23, "word": " neural", "probability": 0.587890625}, {"start": 154.23, "end": 154.75, "word": " برضه", "probability": 0.8966471354166666}, {"start": 154.75, "end": 155.37, "word": " مع", "probability": 0.437744140625}, {"start": 155.37, "end": 155.75, "word": " neural", "probability": 0.7607421875}, {"start": 155.75, "end": 156.95, "word": " network", "probability": 0.94970703125}, {"start": 156.95, "end": 157.27, "word": " مع", "probability": 0.91845703125}, {"start": 157.27, "end": 157.69, "word": " ال", "probability": 0.837890625}, {"start": 157.69, "end": 157.99, "word": " fuzzy", "probability": 0.8505859375}, {"start": 157.99, "end": 158.67, "word": " expert", "probability": 0.74072265625}, {"start": 158.67, "end": 159.11, "word": " system", "probability": 0.9384765625}, {"start": 159.11, "end": 159.39, "word": " كيف", "probability": 0.90087890625}, {"start": 159.39, "end": 159.61, "word": " ممكن", "probability": 0.987060546875}, {"start": 159.61, "end": 160.13, "word": " أندخلهم", "probability": 0.8328125}, {"start": 160.13, "end": 160.31, "word": " مع", "probability": 0.994140625}, {"start": 160.31, "end": 161.17, "word": " بعضهم", "probability": 0.9544270833333334}, {"start": 161.17, "end": 161.33, "word": " و", "probability": 0.693359375}, {"start": 161.33, "end": 161.61, "word": " ليش", "probability": 0.89501953125}, {"start": 161.61, "end": 161.83, "word": " بدي", "probability": 0.67138671875}, {"start": 161.83, "end": 162.09, "word": " أضطر", "probability": 0.9351806640625}, {"start": 162.09, "end": 162.53, "word": " أدخلهم", "probability": 0.94130859375}, {"start": 162.53, "end": 162.65, "word": " مع", "probability": 0.99169921875}, {"start": 162.65, "end": 163.33, "word": " بعضهم", "probability": 0.90380859375}, {"start": 163.33, "end": 163.81, "word": " طيب", "probability": 0.8935546875}, {"start": 163.81, "end": 164.49, "word": " طبعا", "probability": 0.9365234375}, {"start": 164.49, "end": 164.79, "word": " نفس", "probability": 0.98779296875}, {"start": 164.79, "end": 165.09, "word": " الكلام", "probability": 0.96923828125}, {"start": 165.09, "end": 165.21, "word": " لل", "probability": 0.364990234375}, {"start": 165.21, "end": 165.53, "word": " genetic", "probability": 0.6806640625}, {"start": 165.53, "end": 165.87, "word": " ليش", "probability": 0.728271484375}, {"start": 165.87, "end": 166.47, "word": " المرة", "probability": 0.890869140625}, {"start": 166.47, "end": 166.99, "word": " القادمة", "probability": 0.98681640625}, {"start": 166.99, "end": 167.11, "word": " ان", "probability": 0.43994140625}, {"start": 167.11, "end": 167.27, "word": " شاء", "probability": 0.962890625}, {"start": 167.27, "end": 167.37, "word": " الله", "probability": 0.91552734375}, {"start": 167.37, "end": 167.69, "word": " تعالى", "probability": 0.7822265625}, {"start": 167.69, "end": 167.93, "word": " بدنا", "probability": 0.89453125}, {"start": 167.93, "end": 168.41, "word": " ندخلها", "probability": 0.98388671875}, {"start": 168.41, "end": 168.67, "word": " مع", "probability": 0.99462890625}, {"start": 168.67, "end": 169.17, "word": " ال", "probability": 0.96484375}, {"start": 169.17, "end": 169.41, "word": " other", "probability": 0.77587890625}], "temperature": 1.0}, {"id": 9, "seek": 19649, "start": 170.25, "end": 196.49, "text": "expert systems في هذا الكلام لازم نروح مبدئيا اقول ان الـ expert system هي ان نعمل فكرية فكرتها ان نعمل combine لأكتر من طريقة مع بعضها من ال intelligent technologies اللي احنا خدناها كل واحدة لها العملية اللي خاصة فيها طبعا هذا كان أثار مناسب جدا لان مع ال soft computing و الأجهزة السريعة", "tokens": [3121, 15346, 3652, 8978, 23758, 2423, 28820, 10943, 5296, 31377, 2304, 8717, 32887, 5016, 3714, 44510, 19986, 25528, 1975, 39648, 16472, 2423, 39184, 5844, 1185, 39896, 16472, 8717, 25957, 1211, 6156, 37983, 10632, 6156, 37983, 2655, 11296, 16472, 8717, 25957, 1211, 10432, 5296, 10721, 4117, 2655, 2288, 9154, 23032, 16572, 28671, 20449, 45030, 11242, 11296, 9154, 2423, 13232, 7943, 13672, 1829, 1975, 5016, 8315, 16490, 3215, 8315, 11296, 28242, 36764, 24401, 3660, 5296, 11296, 18863, 42213, 10632, 13672, 1829, 16490, 33546, 3660, 8978, 11296, 23032, 3555, 3615, 995, 23758, 25961, 5551, 12984, 9640, 3714, 8315, 35457, 10874, 28259, 5296, 7649, 20449, 2423, 2787, 15866, 4032, 16247, 7435, 3224, 11622, 3660, 21136, 16572, 27884], "avg_logprob": -0.1800986873476129, "compression_ratio": 1.7191011235955056, "no_speech_prob": 5.960464477539062e-07, "words": [{"start": 170.25, "end": 170.73, "word": "expert", "probability": 0.597900390625}, {"start": 170.73, "end": 171.19, "word": " systems", "probability": 0.87646484375}, {"start": 171.19, "end": 171.61, "word": " في", "probability": 0.55908203125}, {"start": 171.61, "end": 171.81, "word": " هذا", "probability": 0.9375}, {"start": 171.81, "end": 172.19, "word": " الكلام", "probability": 0.9588216145833334}, {"start": 172.19, "end": 172.49, "word": " لازم", "probability": 0.99365234375}, {"start": 172.49, "end": 172.91, "word": " نروح", "probability": 0.9853515625}, {"start": 172.91, "end": 173.61, "word": " مبدئيا", "probability": 0.8643798828125}, {"start": 173.61, "end": 173.93, "word": " اقول", "probability": 0.73828125}, {"start": 173.93, "end": 174.07, "word": " ان", "probability": 0.908203125}, {"start": 174.07, "end": 174.23, "word": " الـ", "probability": 0.6005859375}, {"start": 174.23, "end": 174.43, "word": " expert", "probability": 0.56201171875}, {"start": 174.43, "end": 174.79, "word": " system", "probability": 0.90380859375}, {"start": 174.79, "end": 174.93, "word": " هي", "probability": 0.9091796875}, {"start": 174.93, "end": 175.05, "word": " ان", "probability": 0.68603515625}, {"start": 175.05, "end": 175.65, "word": " نعمل", "probability": 0.90625}, {"start": 175.65, "end": 177.67, "word": " فكرية", "probability": 0.6101888020833334}, {"start": 177.67, "end": 178.53, "word": " فكرتها", "probability": 0.9178466796875}, {"start": 178.53, "end": 178.65, "word": " ان", "probability": 0.83447265625}, {"start": 178.65, "end": 178.93, "word": " نعمل", "probability": 0.9651692708333334}, {"start": 178.93, "end": 179.69, "word": " combine", "probability": 0.454833984375}, {"start": 179.69, "end": 180.47, "word": " لأكتر", "probability": 0.91337890625}, {"start": 180.47, "end": 181.07, "word": " من", "probability": 0.9970703125}, {"start": 181.07, "end": 181.81, "word": " طريقة", "probability": 0.982421875}, {"start": 181.81, "end": 182.31, "word": " مع", "probability": 0.99267578125}, {"start": 182.31, "end": 182.71, "word": " بعضها", "probability": 0.9962565104166666}, {"start": 182.71, "end": 182.85, "word": " من", "probability": 0.990234375}, {"start": 182.85, "end": 182.97, "word": " ال", "probability": 0.9560546875}, {"start": 182.97, "end": 183.37, "word": " intelligent", "probability": 0.330078125}, {"start": 183.37, "end": 184.17, "word": " technologies", "probability": 0.96337890625}, {"start": 184.17, "end": 184.33, "word": " اللي", "probability": 0.955322265625}, {"start": 184.33, "end": 184.45, "word": " احنا", "probability": 0.9611002604166666}, {"start": 184.45, "end": 184.99, "word": " خدناها", "probability": 0.9710693359375}, {"start": 184.99, "end": 186.77, "word": " كل", "probability": 0.91455078125}, {"start": 186.77, "end": 187.09, "word": " واحدة", "probability": 0.98779296875}, {"start": 187.09, "end": 187.37, "word": " لها", "probability": 0.7408447265625}, {"start": 187.37, "end": 188.77, "word": " العملية", "probability": 0.9742838541666666}, {"start": 188.77, "end": 188.97, "word": " اللي", "probability": 0.908447265625}, {"start": 188.97, "end": 189.31, "word": " خاصة", "probability": 0.94482421875}, {"start": 189.31, "end": 189.49, "word": " فيها", "probability": 0.93603515625}, {"start": 189.49, "end": 189.73, "word": " طبعا", "probability": 0.9610595703125}, {"start": 189.73, "end": 189.91, "word": " هذا", "probability": 0.794921875}, {"start": 189.91, "end": 190.07, "word": " كان", "probability": 0.83984375}, {"start": 190.07, "end": 190.37, "word": " أثار", "probability": 0.6815592447916666}, {"start": 190.37, "end": 190.75, "word": " مناسب", "probability": 0.9142252604166666}, {"start": 190.75, "end": 191.03, "word": " جدا", "probability": 0.99365234375}, {"start": 191.03, "end": 191.31, "word": " لان", "probability": 0.5177001953125}, {"start": 191.31, "end": 191.51, "word": " مع", "probability": 0.994140625}, {"start": 191.51, "end": 191.65, "word": " ال", "probability": 0.94677734375}, {"start": 191.65, "end": 191.85, "word": " soft", "probability": 0.50537109375}, {"start": 191.85, "end": 192.81, "word": " computing", "probability": 0.94384765625}, {"start": 192.81, "end": 193.21, "word": " و", "probability": 0.81298828125}, {"start": 193.21, "end": 194.99, "word": " الأجهزة", "probability": 0.69326171875}, {"start": 194.99, "end": 196.49, "word": " السريعة", "probability": 0.787841796875}], "temperature": 1.0}, {"id": 10, "seek": 21324, "start": 196.76, "end": 213.24, "text": "اللي ممكن تؤدي لهذا الموضوع خلّينا مباشرة نروح لل comparison لل expert systems لأن هده هي المهمة اللي هتعطينا الفكرة بشكل أوسع مين بظبط مع مين و ليش بدي أعملهم مع بعض أساسا يعني خلّينا نقول عندي مجموعة behaviors معينة", "tokens": [6027, 20292, 3714, 43020, 6055, 33604, 16254, 46740, 15730, 9673, 2407, 11242, 45367, 16490, 1211, 11703, 9957, 995, 3714, 3555, 33599, 25720, 8717, 32887, 5016, 24976, 9660, 24976, 5844, 3652, 5296, 33456, 8032, 3215, 3224, 39896, 9673, 16095, 3660, 13672, 1829, 8032, 2655, 3615, 9566, 1829, 8315, 27188, 4117, 25720, 4724, 8592, 28820, 34051, 3794, 3615, 3714, 9957, 4724, 19913, 3555, 9566, 20449, 3714, 9957, 4032, 32239, 8592, 4724, 16254, 5551, 25957, 1211, 16095, 20449, 45030, 11242, 5551, 3794, 32277, 995, 37495, 22653, 16490, 1211, 11703, 1829, 8315, 8717, 39648, 18871, 16254, 3714, 7435, 2304, 2407, 27884, 15501, 20449, 9957, 3660], "avg_logprob": -0.16727940986553827, "compression_ratio": 1.5714285714285714, "no_speech_prob": 7.510185241699219e-06, "words": [{"start": 196.76, "end": 197.1, "word": "اللي", "probability": 0.643310546875}, {"start": 197.1, "end": 197.46, "word": " ممكن", "probability": 0.98876953125}, {"start": 197.46, "end": 198.12, "word": " تؤدي", "probability": 0.7955729166666666}, {"start": 198.12, "end": 198.46, "word": " لهذا", "probability": 0.790771484375}, {"start": 198.46, "end": 198.98, "word": " الموضوع", "probability": 0.9989013671875}, {"start": 198.98, "end": 199.94, "word": " خلّينا", "probability": 0.730126953125}, {"start": 199.94, "end": 200.44, "word": " مباشرة", "probability": 0.9810791015625}, {"start": 200.44, "end": 200.76, "word": " نروح", "probability": 0.9822591145833334}, {"start": 200.76, "end": 200.88, "word": " لل", "probability": 0.89013671875}, {"start": 200.88, "end": 201.4, "word": " comparison", "probability": 0.806640625}, {"start": 201.4, "end": 201.98, "word": " لل", "probability": 0.787109375}, {"start": 201.98, "end": 202.3, "word": " expert", "probability": 0.436767578125}, {"start": 202.3, "end": 202.78, "word": " systems", "probability": 0.88427734375}, {"start": 202.78, "end": 203.0, "word": " لأن", "probability": 0.762451171875}, {"start": 203.0, "end": 203.26, "word": " هده", "probability": 0.4623209635416667}, {"start": 203.26, "end": 203.38, "word": " هي", "probability": 0.708984375}, {"start": 203.38, "end": 203.76, "word": " المهمة", "probability": 0.9650065104166666}, {"start": 203.76, "end": 203.82, "word": " اللي", "probability": 0.87451171875}, {"start": 203.82, "end": 204.5, "word": " هتعطينا", "probability": 0.9136555989583334}, {"start": 204.5, "end": 204.96, "word": " الفكرة", "probability": 0.9889322916666666}, {"start": 204.96, "end": 205.52, "word": " بشكل", "probability": 0.9847005208333334}, {"start": 205.52, "end": 206.08, "word": " أوسع", "probability": 0.9659830729166666}, {"start": 206.08, "end": 206.56, "word": " مين", "probability": 0.86328125}, {"start": 206.56, "end": 206.94, "word": " بظبط", "probability": 0.84417724609375}, {"start": 206.94, "end": 207.08, "word": " مع", "probability": 0.98876953125}, {"start": 207.08, "end": 207.34, "word": " مين", "probability": 0.990234375}, {"start": 207.34, "end": 207.5, "word": " و", "probability": 0.90380859375}, {"start": 207.5, "end": 207.68, "word": " ليش", "probability": 0.8525390625}, {"start": 207.68, "end": 207.92, "word": " بدي", "probability": 0.76416015625}, {"start": 207.92, "end": 208.32, "word": " أعملهم", "probability": 0.91259765625}, {"start": 208.32, "end": 208.48, "word": " مع", "probability": 0.98583984375}, {"start": 208.48, "end": 208.7, "word": " بعض", "probability": 0.996826171875}, {"start": 208.7, "end": 209.18, "word": " أساسا", "probability": 0.9478759765625}, {"start": 209.18, "end": 210.14, "word": " يعني", "probability": 0.6558837890625}, {"start": 210.14, "end": 210.5, "word": " خلّينا", "probability": 0.818212890625}, {"start": 210.5, "end": 210.76, "word": " نقول", "probability": 0.988525390625}, {"start": 210.76, "end": 211.44, "word": " عندي", "probability": 0.818603515625}, {"start": 211.44, "end": 211.88, "word": " مجموعة", "probability": 0.94072265625}, {"start": 211.88, "end": 212.5, "word": " behaviors", "probability": 0.611328125}, {"start": 212.5, "end": 213.24, "word": " معينة", "probability": 0.98046875}], "temperature": 1.0}, {"id": 11, "seek": 24182, "start": 213.82, "end": 241.82, "text": "هذه هي الأساس هي المهمة اللى بتهمني في اي expert system الحقيقة انه لازم تكون متحققة كويس وانقارن ال expert system او ال based rule expert system ES او ال FS ال fuzzy expert system ال neural network ال neural network اللى هى ال NN و ال genetic algorithm GA تمام اول شغلة بالنسبة لها ال knowledge representation بمعنى انه انا بكون يعطي ال input و انا عارف شو هو ال input", "tokens": [3224, 24192, 39896, 16247, 3794, 32277, 39896, 9673, 16095, 3660, 13672, 7578, 39894, 16095, 22653, 8978, 1975, 1829, 5844, 1185, 21542, 38436, 28671, 16472, 3224, 5296, 31377, 2304, 6055, 30544, 44650, 5016, 4587, 28671, 9122, 45865, 3794, 4032, 7649, 4587, 9640, 1863, 2423, 5844, 1185, 1975, 2407, 2423, 2361, 4978, 5844, 1185, 12564, 1975, 2407, 2423, 41138, 2423, 34710, 5844, 1185, 2423, 18161, 3209, 2423, 18161, 3209, 13672, 7578, 8032, 7578, 2423, 426, 45, 4032, 2423, 12462, 9284, 22841, 46811, 10943, 1975, 12610, 13412, 17082, 37977, 20666, 1863, 35457, 3660, 5296, 11296, 2423, 3601, 10290, 4724, 2304, 3615, 1863, 7578, 16472, 3224, 1975, 8315, 4724, 30544, 37495, 9566, 1829, 2423, 4846, 4032, 1975, 8315, 6225, 9640, 5172, 13412, 2407, 31439, 2423, 4846], "avg_logprob": -0.1648882106552279, "compression_ratio": 1.8, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 213.82, "end": 214.32, "word": "هذه", "probability": 0.869140625}, {"start": 214.32, "end": 214.48, "word": " هي", "probability": 0.822265625}, {"start": 214.48, "end": 214.94, "word": " الأساس", "probability": 0.9471028645833334}, {"start": 214.94, "end": 215.1, "word": " هي", "probability": 0.48095703125}, {"start": 215.1, "end": 215.78, "word": " المهمة", "probability": 0.98876953125}, {"start": 215.78, "end": 215.96, "word": " اللى", "probability": 0.777587890625}, {"start": 215.96, "end": 216.44, "word": " بتهمني", "probability": 0.8387044270833334}, {"start": 216.44, "end": 216.56, "word": " في", "probability": 0.82177734375}, {"start": 216.56, "end": 216.68, "word": " اي", "probability": 0.763671875}, {"start": 216.68, "end": 216.94, "word": " expert", "probability": 0.7685546875}, {"start": 216.94, "end": 217.3, "word": " system", "probability": 0.9716796875}, {"start": 217.3, "end": 217.8, "word": " الحقيقة", "probability": 0.8885091145833334}, {"start": 217.8, "end": 218.26, "word": " انه", "probability": 0.721923828125}, {"start": 218.26, "end": 218.44, "word": " لازم", "probability": 0.99267578125}, {"start": 218.44, "end": 218.74, "word": " تكون", "probability": 0.989013671875}, {"start": 218.74, "end": 219.64, "word": " متحققة", "probability": 0.8819580078125}, {"start": 219.64, "end": 220.54, "word": " كويس", "probability": 0.78564453125}, {"start": 220.54, "end": 221.86, "word": " وانقارن", "probability": 0.8224609375}, {"start": 221.86, "end": 222.44, "word": " ال", "probability": 0.96533203125}, {"start": 222.44, "end": 223.02, "word": " expert", "probability": 0.7470703125}, {"start": 223.02, "end": 223.6, "word": " system", "probability": 0.97509765625}, {"start": 223.6, "end": 224.04, "word": " او", "probability": 0.927734375}, {"start": 224.04, "end": 224.16, "word": " ال", "probability": 0.97900390625}, {"start": 224.16, "end": 224.48, "word": " based", "probability": 0.8466796875}, {"start": 224.48, "end": 224.92, "word": " rule", "probability": 0.84619140625}, {"start": 224.92, "end": 225.34, "word": " expert", "probability": 0.75244140625}, {"start": 225.34, "end": 225.86, "word": " system", "probability": 0.97607421875}, {"start": 225.86, "end": 226.14, "word": " ES", "probability": 0.5927734375}, {"start": 226.14, "end": 227.06, "word": " او", "probability": 0.953125}, {"start": 227.06, "end": 227.2, "word": " ال", "probability": 0.91357421875}, {"start": 227.2, "end": 227.7, "word": " FS", "probability": 0.8818359375}, {"start": 227.7, "end": 228.02, "word": " ال", "probability": 0.74560546875}, {"start": 228.02, "end": 228.28, "word": " fuzzy", "probability": 0.9345703125}, {"start": 228.28, "end": 228.82, "word": " expert", "probability": 0.93359375}, {"start": 228.82, "end": 229.34, "word": " system", "probability": 0.9814453125}, {"start": 229.34, "end": 230.12, "word": " ال", "probability": 0.8359375}, {"start": 230.12, "end": 230.58, "word": " neural", "probability": 0.947265625}, {"start": 230.58, "end": 231.2, "word": " network", "probability": 0.9599609375}, {"start": 231.2, "end": 231.36, "word": " ال", "probability": 0.74951171875}, {"start": 231.36, "end": 231.48, "word": " neural", "probability": 0.271484375}, {"start": 231.48, "end": 231.96, "word": " network", "probability": 0.947265625}, {"start": 231.96, "end": 232.06, "word": " اللى", "probability": 0.84765625}, {"start": 232.06, "end": 232.16, "word": " هى", "probability": 0.919921875}, {"start": 232.16, "end": 232.26, "word": " ال", "probability": 0.7802734375}, {"start": 232.26, "end": 232.64, "word": " NN", "probability": 0.799560546875}, {"start": 232.64, "end": 233.04, "word": " و", "probability": 0.5185546875}, {"start": 233.04, "end": 233.14, "word": " ال", "probability": 0.89892578125}, {"start": 233.14, "end": 233.38, "word": " genetic", "probability": 0.91943359375}, {"start": 233.38, "end": 233.86, "word": " algorithm", "probability": 0.9248046875}, {"start": 233.86, "end": 234.32, "word": " GA", "probability": 0.86279296875}, {"start": 234.32, "end": 234.98, "word": " تمام", "probability": 0.97265625}, {"start": 234.98, "end": 235.66, "word": " اول", "probability": 0.804931640625}, {"start": 235.66, "end": 236.02, "word": " شغلة", "probability": 0.888671875}, {"start": 236.02, "end": 236.5, "word": " بالنسبة", "probability": 0.91748046875}, {"start": 236.5, "end": 236.7, "word": " لها", "probability": 0.765625}, {"start": 236.7, "end": 236.9, "word": " ال", "probability": 0.83203125}, {"start": 236.9, "end": 237.2, "word": " knowledge", "probability": 0.93017578125}, {"start": 237.2, "end": 238.14, "word": " representation", "probability": 0.90966796875}, {"start": 238.14, "end": 238.88, "word": " بمعنى", "probability": 0.9767578125}, {"start": 238.88, "end": 239.16, "word": " انه", "probability": 0.8466796875}, {"start": 239.16, "end": 239.3, "word": " انا", "probability": 0.876953125}, {"start": 239.3, "end": 239.58, "word": " بكون", "probability": 0.976318359375}, {"start": 239.58, "end": 239.9, "word": " يعطي", "probability": 0.7317708333333334}, {"start": 239.9, "end": 240.0, "word": " ال", "probability": 0.93017578125}, {"start": 240.0, "end": 240.36, "word": " input", "probability": 0.98388671875}, {"start": 240.36, "end": 240.74, "word": " و", "probability": 0.95654296875}, {"start": 240.74, "end": 240.82, "word": " انا", "probability": 0.793212890625}, {"start": 240.82, "end": 241.12, "word": " عارف", "probability": 0.9912109375}, {"start": 241.12, "end": 241.4, "word": " شو", "probability": 0.795166015625}, {"start": 241.4, "end": 241.48, "word": " هو", "probability": 0.5009765625}, {"start": 241.48, "end": 241.54, "word": " ال", "probability": 0.9765625}, {"start": 241.54, "end": 241.82, "word": " input", "probability": 0.9853515625}], "temperature": 1.0}, {"id": 12, "seek": 26820, "start": 242.8, "end": 268.2, "text": "طيب هذا الكلام الحقيقي احنا شوفناه لما كنا بنتكلم في الفزي مثلا لما كنت بتكلم في الفزي و بعطي في البداية هي ال input representation او ال knowledge ال knowledge اللي انا عندي و بده اعطيها هي كانت عبارة عن ايش؟ كانت عبارة عن ال .. ال .. ال crisp value ال crisp value هذه الحقيقة حولتها لفزي صحيح عملت لها falsification بس في نهاية الفزي هذه مش ان انا بطلت عارف ايش ال knowledge اللي عندي انا عارف ان هي", "tokens": [9566, 1829, 3555, 23758, 2423, 28820, 10943, 21542, 38436, 38436, 1975, 5016, 8315, 13412, 38688, 8315, 3224, 5296, 15042, 9122, 8315, 4724, 29399, 4117, 19528, 8978, 27188, 11622, 1829, 50113, 15040, 5296, 15042, 9122, 29399, 39894, 4117, 19528, 8978, 27188, 11622, 1829, 4032, 45030, 9566, 1829, 8978, 29739, 28259, 10632, 39896, 2423, 4846, 10290, 1975, 2407, 2423, 3601, 2423, 3601, 13672, 1829, 1975, 8315, 18871, 16254, 4032, 47525, 3224, 1975, 3615, 9566, 1829, 11296, 39896, 25961, 2655, 6225, 3555, 9640, 3660, 18871, 1975, 1829, 8592, 22807, 25961, 2655, 6225, 3555, 9640, 3660, 18871, 2423, 4386, 2423, 4386, 2423, 22952, 2158, 2423, 22952, 2158, 29538, 21542, 38436, 28671, 11331, 12610, 2655, 11296, 5296, 5172, 11622, 1829, 20328, 5016, 1829, 5016, 6225, 42213, 2655, 5296, 11296, 16720, 3774, 4724, 3794, 8978, 8717, 11296, 10632, 27188, 11622, 1829, 29538, 37893, 16472, 1975, 8315, 4724, 9566, 1211, 2655, 6225, 9640, 5172, 1975, 1829, 8592, 2423, 3601, 13672, 1829, 18871, 16254, 1975, 8315, 6225, 9640, 5172, 16472, 39896], "avg_logprob": -0.16739710865587723, "compression_ratio": 2.195876288659794, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 242.8, "end": 243.16, "word": "طيب", "probability": 0.9436848958333334}, {"start": 243.16, "end": 243.56, "word": " هذا", "probability": 0.71533203125}, {"start": 243.56, "end": 243.86, "word": " الكلام", "probability": 0.93310546875}, {"start": 243.86, "end": 244.18, "word": " الحقيقي", "probability": 0.9357096354166666}, {"start": 244.18, "end": 244.36, "word": " احنا", "probability": 0.90576171875}, {"start": 244.36, "end": 244.88, "word": " شوفناه", "probability": 0.9100341796875}, {"start": 244.88, "end": 245.16, "word": " لما", "probability": 0.920166015625}, {"start": 245.16, "end": 245.34, "word": " كنا", "probability": 0.96533203125}, {"start": 245.34, "end": 245.64, "word": " بنتكلم", "probability": 0.84991455078125}, {"start": 245.64, "end": 245.78, "word": " في", "probability": 0.86767578125}, {"start": 245.78, "end": 246.1, "word": " الفزي", "probability": 0.7097981770833334}, {"start": 246.1, "end": 246.46, "word": " مثلا", "probability": 0.981689453125}, {"start": 246.46, "end": 246.94, "word": " لما", "probability": 0.787353515625}, {"start": 246.94, "end": 247.12, "word": " كنت", "probability": 0.9931640625}, {"start": 247.12, "end": 247.42, "word": " بتكلم", "probability": 0.8370768229166666}, {"start": 247.42, "end": 247.52, "word": " في", "probability": 0.90625}, {"start": 247.52, "end": 247.78, "word": " الفزي", "probability": 0.9879557291666666}, {"start": 247.78, "end": 247.86, "word": " و", "probability": 0.6982421875}, {"start": 247.86, "end": 248.12, "word": " بعطي", "probability": 0.7999674479166666}, {"start": 248.12, "end": 248.28, "word": " في", "probability": 0.88427734375}, {"start": 248.28, "end": 248.98, "word": " البداية", "probability": 0.9806315104166666}, {"start": 248.98, "end": 249.26, "word": " هي", "probability": 0.55908203125}, {"start": 249.26, "end": 249.4, "word": " ال", "probability": 0.94287109375}, {"start": 249.4, "end": 249.76, "word": " input", "probability": 0.93505859375}, {"start": 249.76, "end": 250.46, "word": " representation", "probability": 0.455810546875}, {"start": 250.46, "end": 250.6, "word": " او", "probability": 0.672607421875}, {"start": 250.6, "end": 250.7, "word": " ال", "probability": 0.81494140625}, {"start": 250.7, "end": 250.96, "word": " knowledge", "probability": 0.94384765625}, {"start": 250.96, "end": 251.3, "word": " ال", "probability": 0.61962890625}, {"start": 251.3, "end": 251.52, "word": " knowledge", "probability": 0.9521484375}, {"start": 251.52, "end": 251.64, "word": " اللي", "probability": 0.900634765625}, {"start": 251.64, "end": 251.76, "word": " انا", "probability": 0.83642578125}, {"start": 251.76, "end": 252.0, "word": " عندي", "probability": 0.7227783203125}, {"start": 252.0, "end": 252.06, "word": " و", "probability": 0.94921875}, {"start": 252.06, "end": 252.24, "word": " بده", "probability": 0.514404296875}, {"start": 252.24, "end": 252.74, "word": " اعطيها", "probability": 0.95810546875}, {"start": 252.74, "end": 253.22, "word": " هي", "probability": 0.67431640625}, {"start": 253.22, "end": 253.52, "word": " كانت", "probability": 0.9775390625}, {"start": 253.52, "end": 253.74, "word": " عبارة", "probability": 0.991455078125}, {"start": 253.74, "end": 253.9, "word": " عن", "probability": 0.9912109375}, {"start": 253.9, "end": 254.34, "word": " ايش؟", "probability": 0.74481201171875}, {"start": 254.34, "end": 254.6, "word": " كانت", "probability": 0.951171875}, {"start": 254.6, "end": 254.96, "word": " عبارة", "probability": 0.997802734375}, {"start": 254.96, "end": 255.74, "word": " عن", "probability": 0.99658203125}, {"start": 255.74, "end": 256.14, "word": " ال", "probability": 0.92333984375}, {"start": 256.14, "end": 256.54, "word": " ..", "probability": 0.576171875}, {"start": 256.54, "end": 257.36, "word": " ال", "probability": 0.85205078125}, {"start": 257.36, "end": 257.36, "word": " ..", "probability": 0.60400390625}, {"start": 257.36, "end": 257.64, "word": " ال", "probability": 0.7861328125}, {"start": 257.64, "end": 257.94, "word": " crisp", "probability": 0.7041015625}, {"start": 257.94, "end": 258.56, "word": " value", "probability": 0.990234375}, {"start": 258.56, "end": 258.94, "word": " ال", "probability": 0.71044921875}, {"start": 258.94, "end": 259.24, "word": " crisp", "probability": 0.9140625}, {"start": 259.24, "end": 259.64, "word": " value", "probability": 0.9931640625}, {"start": 259.64, "end": 259.92, "word": " هذه", "probability": 0.68603515625}, {"start": 259.92, "end": 260.34, "word": " الحقيقة", "probability": 0.98095703125}, {"start": 260.34, "end": 260.9, "word": " حولتها", "probability": 0.9354248046875}, {"start": 260.9, "end": 261.86, "word": " لفزي", "probability": 0.8172607421875}, {"start": 261.86, "end": 262.58, "word": " صحيح", "probability": 0.987060546875}, {"start": 262.58, "end": 262.92, "word": " عملت", "probability": 0.94677734375}, {"start": 262.92, "end": 263.04, "word": " لها", "probability": 0.82861328125}, {"start": 263.04, "end": 263.54, "word": " falsification", "probability": 0.7335205078125}, {"start": 263.54, "end": 264.02, "word": " بس", "probability": 0.97509765625}, {"start": 264.02, "end": 264.12, "word": " في", "probability": 0.75927734375}, {"start": 264.12, "end": 264.34, "word": " نهاية", "probability": 0.7810872395833334}, {"start": 264.34, "end": 264.64, "word": " الفزي", "probability": 0.98583984375}, {"start": 264.64, "end": 264.82, "word": " هذه", "probability": 0.353515625}, {"start": 264.82, "end": 265.02, "word": " مش", "probability": 0.974609375}, {"start": 265.02, "end": 265.18, "word": " ان", "probability": 0.7626953125}, {"start": 265.18, "end": 265.32, "word": " انا", "probability": 0.860107421875}, {"start": 265.32, "end": 265.88, "word": " بطلت", "probability": 0.8922119140625}, {"start": 265.88, "end": 266.16, "word": " عارف", "probability": 0.9423828125}, {"start": 266.16, "end": 266.3, "word": " ايش", "probability": 0.84033203125}, {"start": 266.3, "end": 266.4, "word": " ال", "probability": 0.91015625}, {"start": 266.4, "end": 266.6, "word": " knowledge", "probability": 0.95751953125}, {"start": 266.6, "end": 266.76, "word": " اللي", "probability": 0.976318359375}, {"start": 266.76, "end": 267.04, "word": " عندي", "probability": 0.767578125}, {"start": 267.04, "end": 267.6, "word": " انا", "probability": 0.864501953125}, {"start": 267.6, "end": 267.86, "word": " عارف", "probability": 0.9944661458333334}, {"start": 267.86, "end": 267.98, "word": " ان", "probability": 0.75244140625}, {"start": 267.98, "end": 268.2, "word": " هي", "probability": 0.81298828125}], "temperature": 1.0}, {"id": 13, "seek": 29813, "start": 269.09, "end": 298.13, "text": "ضمن ال rules اللي موجودة هي واحدة من ال memberships أو من ال 6 member داخل كل نوع من أنواع المتغيرات اللي موجودة عندى فكل متغير كنت مجسمه ل 6 variables مجموعة variables موجودة عنده كان low medium high مثلا فانا عارف ايش التصنيف تبعه كل فترة كل مرحلة من مراحل العمل فعمليات ال knowledge representation كانت جدا عالية", "tokens": [11242, 27842, 2423, 4474, 13672, 1829, 3714, 29245, 23328, 3660, 39896, 36764, 24401, 3660, 9154, 2423, 2679, 7640, 34051, 9154, 2423, 1386, 4006, 11778, 47283, 1211, 28242, 8717, 45367, 9154, 14739, 14407, 3615, 9673, 2655, 17082, 13546, 9307, 13672, 1829, 3714, 29245, 23328, 3660, 43242, 7578, 6156, 28820, 44650, 17082, 13546, 9122, 29399, 3714, 7435, 38251, 3224, 5296, 1386, 9102, 3714, 7435, 2304, 2407, 27884, 9102, 3714, 29245, 23328, 3660, 43242, 3224, 25961, 2295, 6399, 1090, 50113, 15040, 6156, 7649, 995, 6225, 9640, 5172, 1975, 1829, 8592, 16712, 9381, 22653, 5172, 6055, 3555, 3615, 3224, 28242, 6156, 2655, 25720, 28242, 3714, 2288, 5016, 37977, 9154, 3714, 23557, 5016, 1211, 18863, 42213, 6156, 25957, 20292, 9307, 2423, 3601, 10290, 25961, 2655, 10874, 28259, 6225, 6027, 10632], "avg_logprob": -0.1047247030313999, "compression_ratio": 1.8228782287822878, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 269.09, "end": 269.55, "word": "ضمن", "probability": 0.79345703125}, {"start": 269.55, "end": 269.75, "word": " ال", "probability": 0.96337890625}, {"start": 269.75, "end": 269.99, "word": " rules", "probability": 0.81640625}, {"start": 269.99, "end": 270.17, "word": " اللي", "probability": 0.817626953125}, {"start": 270.17, "end": 270.83, "word": " موجودة", "probability": 0.990966796875}, {"start": 270.83, "end": 271.19, "word": " هي", "probability": 0.8134765625}, {"start": 271.19, "end": 271.65, "word": " واحدة", "probability": 0.9664713541666666}, {"start": 271.65, "end": 271.85, "word": " من", "probability": 0.9892578125}, {"start": 271.85, "end": 272.09, "word": " ال", "probability": 0.95458984375}, {"start": 272.09, "end": 272.73, "word": " memberships", "probability": 0.6710205078125}, {"start": 272.73, "end": 273.19, "word": " أو", "probability": 0.55908203125}, {"start": 273.19, "end": 273.69, "word": " من", "probability": 0.9599609375}, {"start": 273.69, "end": 274.11, "word": " ال", "probability": 0.93310546875}, {"start": 274.11, "end": 274.47, "word": " 6", "probability": 0.464599609375}, {"start": 274.47, "end": 275.27, "word": " member", "probability": 0.61279296875}, {"start": 275.27, "end": 276.29, "word": " داخل", "probability": 0.9275716145833334}, {"start": 276.29, "end": 276.63, "word": " كل", "probability": 0.9892578125}, {"start": 276.63, "end": 277.67, "word": " نوع", "probability": 0.959716796875}, {"start": 277.67, "end": 277.83, "word": " من", "probability": 0.98974609375}, {"start": 277.83, "end": 278.19, "word": " أنواع", "probability": 0.9241536458333334}, {"start": 278.19, "end": 278.81, "word": " المتغيرات", "probability": 0.98974609375}, {"start": 278.81, "end": 278.93, "word": " اللي", "probability": 0.939208984375}, {"start": 278.93, "end": 279.23, "word": " موجودة", "probability": 0.978271484375}, {"start": 279.23, "end": 279.53, "word": " عندى", "probability": 0.795654296875}, {"start": 279.53, "end": 280.09, "word": " فكل", "probability": 0.87939453125}, {"start": 280.09, "end": 280.63, "word": " متغير", "probability": 0.98974609375}, {"start": 280.63, "end": 280.87, "word": " كنت", "probability": 0.974609375}, {"start": 280.87, "end": 281.63, "word": " مجسمه", "probability": 0.983154296875}, {"start": 281.63, "end": 282.01, "word": " ل", "probability": 0.93017578125}, {"start": 282.01, "end": 283.89, "word": " 6", "probability": 0.60009765625}, {"start": 283.89, "end": 285.37, "word": " variables", "probability": 0.888671875}, {"start": 285.37, "end": 286.07, "word": " مجموعة", "probability": 0.871875}, {"start": 286.07, "end": 286.69, "word": " variables", "probability": 0.93115234375}, {"start": 286.69, "end": 287.15, "word": " موجودة", "probability": 0.9798583984375}, {"start": 287.15, "end": 287.51, "word": " عنده", "probability": 0.991943359375}, {"start": 287.51, "end": 288.01, "word": " كان", "probability": 0.943359375}, {"start": 288.01, "end": 288.29, "word": " low", "probability": 0.88623046875}, {"start": 288.29, "end": 288.81, "word": " medium", "probability": 0.52734375}, {"start": 288.81, "end": 289.11, "word": " high", "probability": 0.8642578125}, {"start": 289.11, "end": 289.51, "word": " مثلا", "probability": 0.970947265625}, {"start": 289.51, "end": 290.65, "word": " فانا", "probability": 0.9261067708333334}, {"start": 290.65, "end": 290.93, "word": " عارف", "probability": 0.9886067708333334}, {"start": 290.93, "end": 291.05, "word": " ايش", "probability": 0.7584635416666666}, {"start": 291.05, "end": 291.49, "word": " التصنيف", "probability": 0.9757080078125}, {"start": 291.49, "end": 292.01, "word": " تبعه", "probability": 0.969482421875}, {"start": 292.01, "end": 292.71, "word": " كل", "probability": 0.85107421875}, {"start": 292.71, "end": 293.03, "word": " فترة", "probability": 0.9646809895833334}, {"start": 293.03, "end": 293.27, "word": " كل", "probability": 0.748046875}, {"start": 293.27, "end": 293.61, "word": " مرحلة", "probability": 0.97412109375}, {"start": 293.61, "end": 293.73, "word": " من", "probability": 0.99365234375}, {"start": 293.73, "end": 294.15, "word": " مراحل", "probability": 0.893798828125}, {"start": 294.15, "end": 294.77, "word": " العمل", "probability": 0.983154296875}, {"start": 294.77, "end": 295.51, "word": " فعمليات", "probability": 0.769287109375}, {"start": 295.51, "end": 295.75, "word": " ال", "probability": 0.9365234375}, {"start": 295.75, "end": 295.99, "word": " knowledge", "probability": 0.908203125}, {"start": 295.99, "end": 296.75, "word": " representation", "probability": 0.85693359375}, {"start": 296.75, "end": 297.19, "word": " كانت", "probability": 0.98828125}, {"start": 297.19, "end": 297.57, "word": " جدا", "probability": 0.986083984375}, {"start": 297.57, "end": 298.13, "word": " عالية", "probability": 0.9733072916666666}], "temperature": 1.0}, {"id": 14, "seek": 31713, "start": 298.97, "end": 317.13, "text": "في الفزي تمام كانت شوية أقل في ال expert system أو ال based knowledge expert system في إيش كانت أقل شوية في جزئية احتمالية الموضوع احتمالية الموضوع كان هو عبارة عن if then خلاص فهذه كانت ال expert system ماكنش فيها جداش احتمالية ال if then هذه", "tokens": [41185, 27188, 11622, 1829, 46811, 10943, 25961, 2655, 13412, 2407, 10632, 5551, 4587, 1211, 8978, 2423, 5844, 1185, 34051, 2423, 2361, 3601, 5844, 1185, 8978, 11933, 1829, 8592, 25961, 2655, 5551, 4587, 1211, 13412, 2407, 10632, 8978, 10874, 11622, 19986, 10632, 1975, 33753, 2304, 6027, 10632, 9673, 2407, 11242, 45367, 1975, 33753, 2304, 6027, 10632, 9673, 2407, 11242, 45367, 25961, 31439, 6225, 3555, 9640, 3660, 18871, 498, 550, 16490, 1211, 33546, 6156, 3224, 24192, 25961, 2655, 2423, 5844, 1185, 19446, 19452, 8592, 8978, 11296, 10874, 3215, 33599, 1975, 33753, 2304, 6027, 10632, 2423, 498, 550, 29538], "avg_logprob": -0.1366784842972903, "compression_ratio": 1.9790575916230366, "no_speech_prob": 6.377696990966797e-06, "words": [{"start": 298.97, "end": 299.19, "word": "في", "probability": 0.640625}, {"start": 299.19, "end": 299.79, "word": " الفزي", "probability": 0.6376139322916666}, {"start": 299.79, "end": 300.85, "word": " تمام", "probability": 0.803466796875}, {"start": 300.85, "end": 301.45, "word": " كانت", "probability": 0.85986328125}, {"start": 301.45, "end": 301.73, "word": " شوية", "probability": 0.81005859375}, {"start": 301.73, "end": 302.03, "word": " أقل", "probability": 0.8614908854166666}, {"start": 302.03, "end": 302.17, "word": " في", "probability": 0.97607421875}, {"start": 302.17, "end": 302.31, "word": " ال", "probability": 0.888671875}, {"start": 302.31, "end": 302.59, "word": " expert", "probability": 0.556640625}, {"start": 302.59, "end": 303.09, "word": " system", "probability": 0.9697265625}, {"start": 303.09, "end": 303.29, "word": " أو", "probability": 0.73486328125}, {"start": 303.29, "end": 303.45, "word": " ال", "probability": 0.92626953125}, {"start": 303.45, "end": 303.67, "word": " based", "probability": 0.6708984375}, {"start": 303.67, "end": 303.99, "word": " knowledge", "probability": 0.9072265625}, {"start": 303.99, "end": 304.29, "word": " expert", "probability": 0.68359375}, {"start": 304.29, "end": 304.67, "word": " system", "probability": 0.97900390625}, {"start": 304.67, "end": 305.03, "word": " في", "probability": 0.796875}, {"start": 305.03, "end": 305.23, "word": " إيش", "probability": 0.8331705729166666}, {"start": 305.23, "end": 305.57, "word": " كانت", "probability": 0.973388671875}, {"start": 305.57, "end": 306.01, "word": " أقل", "probability": 0.9747721354166666}, {"start": 306.01, "end": 306.47, "word": " شوية", "probability": 0.9524739583333334}, {"start": 306.47, "end": 306.85, "word": " في", "probability": 0.8349609375}, {"start": 306.85, "end": 307.41, "word": " جزئية", "probability": 0.9632568359375}, {"start": 307.41, "end": 308.41, "word": " احتمالية", "probability": 0.96806640625}, {"start": 308.41, "end": 309.89, "word": " الموضوع", "probability": 0.9876708984375}, {"start": 309.89, "end": 310.79, "word": " احتمالية", "probability": 0.92080078125}, {"start": 310.79, "end": 311.07, "word": " الموضوع", "probability": 0.9970703125}, {"start": 311.07, "end": 311.23, "word": " كان", "probability": 0.95068359375}, {"start": 311.23, "end": 311.35, "word": " هو", "probability": 0.77392578125}, {"start": 311.35, "end": 311.67, "word": " عبارة", "probability": 0.9957275390625}, {"start": 311.67, "end": 311.81, "word": " عن", "probability": 0.9814453125}, {"start": 311.81, "end": 311.99, "word": " if", "probability": 0.58056640625}, {"start": 311.99, "end": 312.17, "word": " then", "probability": 0.81591796875}, {"start": 312.17, "end": 312.59, "word": " خلاص", "probability": 0.97607421875}, {"start": 312.59, "end": 313.29, "word": " فهذه", "probability": 0.8694661458333334}, {"start": 313.29, "end": 313.51, "word": " كانت", "probability": 0.9873046875}, {"start": 313.51, "end": 313.57, "word": " ال", "probability": 0.95654296875}, {"start": 313.57, "end": 313.77, "word": " expert", "probability": 0.89306640625}, {"start": 313.77, "end": 314.17, "word": " system", "probability": 0.98193359375}, {"start": 314.17, "end": 314.81, "word": " ماكنش", "probability": 0.7762044270833334}, {"start": 314.81, "end": 315.05, "word": " فيها", "probability": 0.98583984375}, {"start": 315.05, "end": 315.47, "word": " جداش", "probability": 0.74658203125}, {"start": 315.47, "end": 316.27, "word": " احتمالية", "probability": 0.98564453125}, {"start": 316.27, "end": 316.45, "word": " ال", "probability": 0.796875}, {"start": 316.45, "end": 316.59, "word": " if", "probability": 0.96337890625}, {"start": 316.59, "end": 316.81, "word": " then", "probability": 0.8857421875}, {"start": 316.81, "end": 317.13, "word": " هذه", "probability": 0.76953125}], "temperature": 1.0}, {"id": 15, "seek": 34681, "start": 317.91, "end": 346.81, "text": "هتحدث فهو في تمثيل لكن شوية ضعيف فهد بنعطيها block ال grey block with small right او small صحيح right اللي هو عاملة الصحيح طيب بالنسبة لما نعمله bald و grey level او grey box معناته انه لأ هد متحققة بصورة عالية وهي ال index تبعنا لو كان ال box أبيض فهي bad هي فعلا ماحققتش ال characteristic هد", "tokens": [3224, 2655, 24401, 12984, 6156, 3224, 2407, 8978, 46811, 12984, 26895, 44381, 13412, 2407, 10632, 48812, 3615, 33911, 6156, 3224, 3215, 44945, 3615, 9566, 1829, 11296, 3461, 2423, 16578, 3461, 365, 1359, 558, 1975, 2407, 1359, 20328, 5016, 1829, 5016, 558, 13672, 1829, 31439, 6225, 10943, 37977, 31767, 5016, 1829, 5016, 23032, 1829, 3555, 20666, 1863, 35457, 3660, 5296, 15042, 8717, 25957, 43761, 21096, 4032, 16578, 1496, 1975, 2407, 16578, 2424, 20449, 8315, 47395, 16472, 3224, 5296, 10721, 8032, 3215, 44650, 5016, 4587, 28671, 4724, 9381, 13063, 3660, 6225, 6027, 10632, 37037, 1829, 2423, 8186, 6055, 3555, 3615, 8315, 45164, 25961, 2423, 2424, 5551, 21292, 11242, 6156, 3224, 1829, 1578, 39896, 6156, 3615, 15040, 19446, 5016, 4587, 38149, 8592, 2423, 16282, 8032, 3215], "avg_logprob": -0.1910282209996254, "compression_ratio": 1.63003663003663, "no_speech_prob": 0.50390625, "words": [{"start": 317.91, "end": 318.55, "word": "هتحدث", "probability": 0.7657470703125}, {"start": 318.55, "end": 319.09, "word": " فهو", "probability": 0.9169921875}, {"start": 319.09, "end": 319.35, "word": " في", "probability": 0.908203125}, {"start": 319.35, "end": 320.19, "word": " تمثيل", "probability": 0.9147135416666666}, {"start": 320.19, "end": 320.97, "word": " لكن", "probability": 0.91064453125}, {"start": 320.97, "end": 321.73, "word": " شوية", "probability": 0.8649088541666666}, {"start": 321.73, "end": 322.05, "word": " ضعيف", "probability": 0.9685872395833334}, {"start": 322.05, "end": 322.31, "word": " فهد", "probability": 0.562744140625}, {"start": 322.31, "end": 322.75, "word": " بنعطيها", "probability": 0.95966796875}, {"start": 322.75, "end": 323.23, "word": " block", "probability": 0.89111328125}, {"start": 323.23, "end": 323.81, "word": " ال", "probability": 0.26708984375}, {"start": 323.81, "end": 323.95, "word": " grey", "probability": 0.3896484375}, {"start": 323.95, "end": 324.41, "word": " block", "probability": 0.96533203125}, {"start": 324.41, "end": 325.07, "word": " with", "probability": 0.8955078125}, {"start": 325.07, "end": 325.87, "word": " small", "probability": 0.89599609375}, {"start": 325.87, "end": 326.81, "word": " right", "probability": 0.806640625}, {"start": 326.81, "end": 327.13, "word": " او", "probability": 0.790283203125}, {"start": 327.13, "end": 327.49, "word": " small", "probability": 0.83837890625}, {"start": 327.49, "end": 329.55, "word": " صحيح", "probability": 0.932373046875}, {"start": 329.55, "end": 329.83, "word": " right", "probability": 0.69873046875}, {"start": 329.83, "end": 330.11, "word": " اللي", "probability": 0.945556640625}, {"start": 330.11, "end": 330.27, "word": " هو", "probability": 0.89501953125}, {"start": 330.27, "end": 330.55, "word": " عاملة", "probability": 0.697021484375}, {"start": 330.55, "end": 331.03, "word": " الصحيح", "probability": 0.83074951171875}, {"start": 331.03, "end": 331.45, "word": " طيب", "probability": 0.888671875}, {"start": 331.45, "end": 332.73, "word": " بالنسبة", "probability": 0.964599609375}, {"start": 332.73, "end": 332.89, "word": " لما", "probability": 0.922607421875}, {"start": 332.89, "end": 333.29, "word": " نعمله", "probability": 0.7999674479166666}, {"start": 333.29, "end": 333.95, "word": " bald", "probability": 0.5810546875}, {"start": 333.95, "end": 334.71, "word": " و", "probability": 0.892578125}, {"start": 334.71, "end": 335.29, "word": " grey", "probability": 0.53369140625}, {"start": 335.29, "end": 335.69, "word": " level", "probability": 0.9443359375}, {"start": 335.69, "end": 336.49, "word": " او", "probability": 0.76708984375}, {"start": 336.49, "end": 336.97, "word": " grey", "probability": 0.669921875}, {"start": 336.97, "end": 337.57, "word": " box", "probability": 0.97314453125}, {"start": 337.57, "end": 337.99, "word": " معناته", "probability": 0.9479166666666666}, {"start": 337.99, "end": 338.27, "word": " انه", "probability": 0.92724609375}, {"start": 338.27, "end": 338.45, "word": " لأ", "probability": 0.9501953125}, {"start": 338.45, "end": 338.65, "word": " هد", "probability": 0.74365234375}, {"start": 338.65, "end": 339.15, "word": " متحققة", "probability": 0.7901611328125}, {"start": 339.15, "end": 339.59, "word": " بصورة", "probability": 0.9830322265625}, {"start": 339.59, "end": 340.05, "word": " عالية", "probability": 0.9928385416666666}, {"start": 340.05, "end": 340.65, "word": " وهي", "probability": 0.840576171875}, {"start": 340.65, "end": 341.17, "word": " ال", "probability": 0.9921875}, {"start": 341.17, "end": 341.57, "word": " index", "probability": 0.9091796875}, {"start": 341.57, "end": 342.35, "word": " تبعنا", "probability": 0.9598388671875}, {"start": 342.35, "end": 342.73, "word": " لو", "probability": 0.92529296875}, {"start": 342.73, "end": 343.01, "word": " كان", "probability": 0.9912109375}, {"start": 343.01, "end": 343.37, "word": " ال", "probability": 0.97412109375}, {"start": 343.37, "end": 343.67, "word": " box", "probability": 0.97705078125}, {"start": 343.67, "end": 344.11, "word": " أبيض", "probability": 0.8955078125}, {"start": 344.11, "end": 344.43, "word": " فهي", "probability": 0.9856770833333334}, {"start": 344.43, "end": 344.75, "word": " bad", "probability": 0.94287109375}, {"start": 344.75, "end": 344.95, "word": " هي", "probability": 0.60986328125}, {"start": 344.95, "end": 345.19, "word": " فعلا", "probability": 0.8771158854166666}, {"start": 345.19, "end": 345.87, "word": " ماحققتش", "probability": 0.87314453125}, {"start": 345.87, "end": 346.07, "word": " ال", "probability": 0.90087890625}, {"start": 346.07, "end": 346.47, "word": " characteristic", "probability": 0.54638671875}, {"start": 346.47, "end": 346.81, "word": " هد", "probability": 0.5947265625}], "temperature": 1.0}, {"id": 16, "seek": 35623, "start": 347.99, "end": 356.23, "text": "ال grey box فهي نسبيا bad يعني اه اه فيها مجال لكن ضعيف لسه ضعيف بالنسبة لأ", "tokens": [6027, 16578, 2424, 6156, 3224, 1829, 8717, 35457, 25528, 1578, 37495, 22653, 1975, 3224, 1975, 3224, 8978, 11296, 3714, 7435, 6027, 44381, 48812, 3615, 33911, 5296, 3794, 3224, 48812, 3615, 33911, 20666, 1863, 35457, 3660, 5296, 10721], "avg_logprob": -0.21196545660495758, "compression_ratio": 1.24, "no_speech_prob": 1.1920928955078125e-06, "words": [{"start": 347.99, "end": 348.45, "word": "ال", "probability": 0.475341796875}, {"start": 348.45, "end": 348.63, "word": " grey", "probability": 0.1982421875}, {"start": 348.63, "end": 349.03, "word": " box", "probability": 0.919921875}, {"start": 349.03, "end": 349.51, "word": " فهي", "probability": 0.9298502604166666}, {"start": 349.51, "end": 350.21, "word": " نسبيا", "probability": 0.8585611979166666}, {"start": 350.21, "end": 350.67, "word": " bad", "probability": 0.6103515625}, {"start": 350.67, "end": 351.21, "word": " يعني", "probability": 0.59814453125}, {"start": 351.21, "end": 351.53, "word": " اه", "probability": 0.78125}, {"start": 351.53, "end": 351.73, "word": " اه", "probability": 0.82470703125}, {"start": 351.73, "end": 352.63, "word": " فيها", "probability": 0.93896484375}, {"start": 352.63, "end": 353.09, "word": " مجال", "probability": 0.9972330729166666}, {"start": 353.09, "end": 353.59, "word": " لكن", "probability": 0.93017578125}, {"start": 353.59, "end": 353.99, "word": " ضعيف", "probability": 0.9905598958333334}, {"start": 353.99, "end": 354.41, "word": " لسه", "probability": 0.9617513020833334}, {"start": 354.41, "end": 354.93, "word": " ضعيف", "probability": 0.9152018229166666}, {"start": 354.93, "end": 356.01, "word": " بالنسبة", "probability": 0.8621826171875}, {"start": 356.01, "end": 356.23, "word": " لأ", "probability": 0.714599609375}], "temperature": 1.0}, {"id": 17, "seek": 37741, "start": 357.21, "end": 377.41, "text": "a gray box مع علامة صح صغيرة معناته نسبيا جيد لكن طبعا الجيد أفضل جيد حقق لنا ال characteristic هي لما يكون a gray box مع bald أو صح غامق كويس فإذا واضح أنه بالنسبة للأولى أكيد ال fuzzy", "tokens": [64, 10855, 2424, 20449, 11203, 10943, 3660, 20328, 5016, 20328, 17082, 48923, 20449, 8315, 47395, 8717, 35457, 25528, 10874, 25708, 44381, 23032, 3555, 3615, 995, 25724, 25708, 5551, 5172, 11242, 1211, 10874, 25708, 11331, 4587, 4587, 5296, 8315, 2423, 16282, 39896, 5296, 15042, 7251, 30544, 257, 10855, 2424, 20449, 21096, 34051, 20328, 5016, 32771, 10943, 4587, 9122, 45865, 3794, 6156, 28814, 15730, 4032, 46958, 5016, 14739, 3224, 20666, 1863, 35457, 3660, 24976, 10721, 12610, 7578, 5551, 4117, 25708, 2423, 34710], "avg_logprob": -0.1795910464392768, "compression_ratio": 1.5025641025641026, "no_speech_prob": 5.960464477539062e-07, "words": [{"start": 357.21, "end": 357.45, "word": "a", "probability": 0.31689453125}, {"start": 357.45, "end": 357.73, "word": " gray", "probability": 0.447998046875}, {"start": 357.73, "end": 358.61, "word": " box", "probability": 0.97607421875}, {"start": 358.61, "end": 358.99, "word": " مع", "probability": 0.984375}, {"start": 358.99, "end": 359.69, "word": " علامة", "probability": 0.9798177083333334}, {"start": 359.69, "end": 360.01, "word": " صح", "probability": 0.994140625}, {"start": 360.01, "end": 360.55, "word": " صغيرة", "probability": 0.9850260416666666}, {"start": 360.55, "end": 361.25, "word": " معناته", "probability": 0.9329427083333334}, {"start": 361.25, "end": 362.27, "word": " نسبيا", "probability": 0.9161783854166666}, {"start": 362.27, "end": 362.81, "word": " جيد", "probability": 0.973388671875}, {"start": 362.81, "end": 363.43, "word": " لكن", "probability": 0.70751953125}, {"start": 363.43, "end": 363.81, "word": " طبعا", "probability": 0.8372802734375}, {"start": 363.81, "end": 364.31, "word": " الجيد", "probability": 0.966796875}, {"start": 364.31, "end": 364.71, "word": " أفضل", "probability": 0.904541015625}, {"start": 364.71, "end": 365.21, "word": " جيد", "probability": 0.950439453125}, {"start": 365.21, "end": 366.21, "word": " حقق", "probability": 0.9645182291666666}, {"start": 366.21, "end": 366.49, "word": " لنا", "probability": 0.788330078125}, {"start": 366.49, "end": 366.87, "word": " ال", "probability": 0.8525390625}, {"start": 366.87, "end": 367.39, "word": " characteristic", "probability": 0.474853515625}, {"start": 367.39, "end": 367.65, "word": " هي", "probability": 0.7431640625}, {"start": 367.65, "end": 367.75, "word": " لما", "probability": 0.772705078125}, {"start": 367.75, "end": 368.15, "word": " يكون", "probability": 0.9892578125}, {"start": 368.15, "end": 368.79, "word": " a", "probability": 0.5380859375}, {"start": 368.79, "end": 369.09, "word": " gray", "probability": 0.77490234375}, {"start": 369.09, "end": 369.63, "word": " box", "probability": 0.94384765625}, {"start": 369.63, "end": 370.05, "word": " مع", "probability": 0.97607421875}, {"start": 370.05, "end": 370.85, "word": " bald", "probability": 0.5390625}, {"start": 370.85, "end": 371.55, "word": " أو", "probability": 0.64111328125}, {"start": 371.55, "end": 372.21, "word": " صح", "probability": 0.986328125}, {"start": 372.21, "end": 373.63, "word": " غامق", "probability": 0.77880859375}, {"start": 373.63, "end": 374.21, "word": " كويس", "probability": 0.8243001302083334}, {"start": 374.21, "end": 374.45, "word": " فإذا", "probability": 0.7540690104166666}, {"start": 374.45, "end": 374.81, "word": " واضح", "probability": 0.9498697916666666}, {"start": 374.81, "end": 375.01, "word": " أنه", "probability": 0.736083984375}, {"start": 375.01, "end": 375.33, "word": " بالنسبة", "probability": 0.9752197265625}, {"start": 375.33, "end": 376.27, "word": " للأولى", "probability": 0.9041748046875}, {"start": 376.27, "end": 376.91, "word": " أكيد", "probability": 0.9046223958333334}, {"start": 376.91, "end": 377.11, "word": " ال", "probability": 0.53125}, {"start": 377.11, "end": 377.41, "word": " fuzzy", "probability": 0.9833984375}], "temperature": 1.0}, {"id": 18, "seek": 40136, "start": 378.1, "end": 401.36, "text": "أفضل واحدة فيهم بعدها بتيجي ال expert system ثم ال genetic algorithm أقل شوية لإيش؟ لأن هد محتاجين عملية التمثيلة تم عملية تحويلها لمين ل one no zeros فشوية صعبت علينا لكن في ال neural network اطلاقا انا مابعرف ايش في جوا neural network صحيح؟ اطلاقا مابعرف هي ال nodes هذه تمثل ايش؟", "tokens": [10721, 5172, 11242, 1211, 36764, 24401, 3660, 8978, 16095, 39182, 11296, 39894, 1829, 7435, 1829, 2423, 5844, 1185, 38637, 2304, 2423, 12462, 9284, 5551, 4587, 1211, 13412, 2407, 10632, 5296, 28814, 1829, 8592, 22807, 5296, 33456, 8032, 3215, 3714, 33753, 26108, 9957, 6225, 42213, 10632, 16712, 2304, 12984, 26895, 3660, 46811, 6225, 42213, 10632, 6055, 5016, 2407, 26895, 11296, 32767, 9957, 5296, 472, 572, 35193, 6156, 8592, 2407, 10632, 20328, 3615, 3555, 2655, 25894, 8315, 44381, 8978, 2423, 18161, 3209, 1975, 9566, 15040, 4587, 995, 1975, 8315, 3714, 16758, 3615, 28480, 1975, 1829, 8592, 8978, 10874, 14407, 18161, 3209, 20328, 5016, 1829, 5016, 22807, 1975, 9566, 15040, 4587, 995, 3714, 16758, 3615, 28480, 39896, 2423, 13891, 29538, 46811, 12984, 1211, 1975, 1829, 8592, 22807], "avg_logprob": -0.1863750033378601, "compression_ratio": 1.6908396946564885, "no_speech_prob": 1.430511474609375e-06, "words": [{"start": 378.1, "end": 378.76, "word": "أفضل", "probability": 0.895263671875}, {"start": 378.76, "end": 379.04, "word": " واحدة", "probability": 0.9586588541666666}, {"start": 379.04, "end": 379.3, "word": " فيهم", "probability": 0.94775390625}, {"start": 379.3, "end": 379.96, "word": " بعدها", "probability": 0.806884765625}, {"start": 379.96, "end": 380.62, "word": " بتيجي", "probability": 0.789398193359375}, {"start": 380.62, "end": 380.74, "word": " ال", "probability": 0.88720703125}, {"start": 380.74, "end": 381.02, "word": " expert", "probability": 0.5546875}, {"start": 381.02, "end": 382.2, "word": " system", "probability": 0.9541015625}, {"start": 382.2, "end": 382.78, "word": " ثم", "probability": 0.9443359375}, {"start": 382.78, "end": 382.92, "word": " ال", "probability": 0.76904296875}, {"start": 382.92, "end": 383.16, "word": " genetic", "probability": 0.84765625}, {"start": 383.16, "end": 383.7, "word": " algorithm", "probability": 0.89892578125}, {"start": 383.7, "end": 384.18, "word": " أقل", "probability": 0.93505859375}, {"start": 384.18, "end": 384.6, "word": " شوية", "probability": 0.8849283854166666}, {"start": 384.6, "end": 385.22, "word": " لإيش؟", "probability": 0.67578125}, {"start": 385.22, "end": 385.34, "word": " لأن", "probability": 0.84033203125}, {"start": 385.34, "end": 385.5, "word": " هد", "probability": 0.5423583984375}, {"start": 385.5, "end": 386.12, "word": " محتاجين", "probability": 0.9185791015625}, {"start": 386.12, "end": 386.5, "word": " عملية", "probability": 0.9830729166666666}, {"start": 386.5, "end": 387.22, "word": " التمثيلة", "probability": 0.9208984375}, {"start": 387.22, "end": 387.48, "word": " تم", "probability": 0.9345703125}, {"start": 387.48, "end": 388.2, "word": " عملية", "probability": 0.9537760416666666}, {"start": 388.2, "end": 388.76, "word": " تحويلها", "probability": 0.98154296875}, {"start": 388.76, "end": 389.18, "word": " لمين", "probability": 0.90380859375}, {"start": 389.18, "end": 389.7, "word": " ل", "probability": 0.65869140625}, {"start": 389.7, "end": 390.04, "word": " one", "probability": 0.5634765625}, {"start": 390.04, "end": 390.2, "word": " no", "probability": 0.1107177734375}, {"start": 390.2, "end": 390.56, "word": " zeros", "probability": 0.7080078125}, {"start": 390.56, "end": 391.24, "word": " فشوية", "probability": 0.8834228515625}, {"start": 391.24, "end": 391.62, "word": " صعبت", "probability": 0.943603515625}, {"start": 391.62, "end": 391.96, "word": " علينا", "probability": 0.936767578125}, {"start": 391.96, "end": 392.44, "word": " لكن", "probability": 0.7919921875}, {"start": 392.44, "end": 392.66, "word": " في", "probability": 0.96337890625}, {"start": 392.66, "end": 392.7, "word": " ال", "probability": 0.54541015625}, {"start": 392.7, "end": 392.88, "word": " neural", "probability": 0.9287109375}, {"start": 392.88, "end": 393.3, "word": " network", "probability": 0.96044921875}, {"start": 393.3, "end": 393.82, "word": " اطلاقا", "probability": 0.78662109375}, {"start": 393.82, "end": 394.06, "word": " انا", "probability": 0.90625}, {"start": 394.06, "end": 394.64, "word": " مابعرف", "probability": 0.8638916015625}, {"start": 394.64, "end": 395.04, "word": " ايش", "probability": 0.8642578125}, {"start": 395.04, "end": 395.22, "word": " في", "probability": 0.97265625}, {"start": 395.22, "end": 395.5, "word": " جوا", "probability": 0.696044921875}, {"start": 395.5, "end": 395.76, "word": " neural", "probability": 0.88134765625}, {"start": 395.76, "end": 396.58, "word": " network", "probability": 0.9755859375}, {"start": 396.58, "end": 397.52, "word": " صحيح؟", "probability": 0.90146484375}, {"start": 397.52, "end": 398.04, "word": " اطلاقا", "probability": 0.95361328125}, {"start": 398.04, "end": 398.5, "word": " مابعرف", "probability": 0.9083251953125}, {"start": 398.5, "end": 398.9, "word": " هي", "probability": 0.71923828125}, {"start": 398.9, "end": 399.26, "word": " ال", "probability": 0.97314453125}, {"start": 399.26, "end": 399.56, "word": " nodes", "probability": 0.9306640625}, {"start": 399.56, "end": 399.9, "word": " هذه", "probability": 0.3076171875}, {"start": 399.9, "end": 400.52, "word": " تمثل", "probability": 0.9913736979166666}, {"start": 400.52, "end": 401.36, "word": " ايش؟", "probability": 0.8812255859375}], "temperature": 1.0}, {"id": 19, "seek": 41619, "start": 401.57, "end": 416.19, "text": "حتى ال input نفسه .. حتى ال input نفسه اللي بيشتغلوا في ال neural network .. في ال neural network مجموعة ال input هي features مش بالضروري ان هي تمثل ال knowledge المباشرة او المعرفة الحقيقية انا بدخل features و خلصنا", "tokens": [33753, 7578, 2423, 4846, 8717, 36178, 3224, 4386, 11331, 49975, 2423, 4846, 8717, 36178, 3224, 13672, 1829, 4724, 1829, 8592, 2655, 17082, 1211, 14407, 8978, 2423, 18161, 3209, 4386, 8978, 2423, 18161, 3209, 3714, 7435, 2304, 2407, 27884, 2423, 4846, 39896, 4122, 37893, 20666, 11242, 2288, 13063, 1829, 16472, 39896, 46811, 12984, 1211, 2423, 3601, 9673, 3555, 33599, 25720, 1975, 2407, 9673, 3615, 28480, 3660, 21542, 38436, 4587, 10632, 1975, 8315, 47525, 9778, 1211, 4122, 4032, 16490, 1211, 9381, 8315], "avg_logprob": -0.1644483024691358, "compression_ratio": 1.7595628415300546, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 401.57, "end": 402.25, "word": "حتى", "probability": 0.947509765625}, {"start": 402.25, "end": 402.33, "word": " ال", "probability": 0.87939453125}, {"start": 402.33, "end": 402.69, "word": " input", "probability": 0.8876953125}, {"start": 402.69, "end": 403.25, "word": " نفسه", "probability": 0.98876953125}, {"start": 403.25, "end": 403.43, "word": " ..", "probability": 0.2322998046875}, {"start": 403.43, "end": 403.83, "word": " حتى", "probability": 0.716064453125}, {"start": 403.83, "end": 403.93, "word": " ال", "probability": 0.97607421875}, {"start": 403.93, "end": 404.19, "word": " input", "probability": 0.99169921875}, {"start": 404.19, "end": 404.53, "word": " نفسه", "probability": 0.99658203125}, {"start": 404.53, "end": 404.63, "word": " اللي", "probability": 0.894775390625}, {"start": 404.63, "end": 405.01, "word": " بيشتغلوا", "probability": 0.9147600446428571}, {"start": 405.01, "end": 405.09, "word": " في", "probability": 0.9130859375}, {"start": 405.09, "end": 405.17, "word": " ال", "probability": 0.896484375}, {"start": 405.17, "end": 405.39, "word": " neural", "probability": 0.90625}, {"start": 405.39, "end": 405.83, "word": " network", "probability": 0.96630859375}, {"start": 405.83, "end": 406.33, "word": " ..", "probability": 0.4326171875}, {"start": 406.33, "end": 406.43, "word": " في", "probability": 0.900390625}, {"start": 406.43, "end": 406.55, "word": " ال", "probability": 0.94970703125}, {"start": 406.55, "end": 406.85, "word": " neural", "probability": 0.97265625}, {"start": 406.85, "end": 407.91, "word": " network", "probability": 0.9765625}, {"start": 407.91, "end": 409.01, "word": " مجموعة", "probability": 0.8916015625}, {"start": 409.01, "end": 409.13, "word": " ال", "probability": 0.94091796875}, {"start": 409.13, "end": 409.27, "word": " input", "probability": 0.8134765625}, {"start": 409.27, "end": 409.43, "word": " هي", "probability": 0.84765625}, {"start": 409.43, "end": 409.93, "word": " features", "probability": 0.736328125}, {"start": 409.93, "end": 410.49, "word": " مش", "probability": 0.69189453125}, {"start": 410.49, "end": 410.95, "word": " بالضروري", "probability": 0.79501953125}, {"start": 410.95, "end": 410.99, "word": " ان", "probability": 0.391845703125}, {"start": 410.99, "end": 411.07, "word": " هي", "probability": 0.51513671875}, {"start": 411.07, "end": 411.51, "word": " تمثل", "probability": 0.9762369791666666}, {"start": 411.51, "end": 411.69, "word": " ال", "probability": 0.9140625}, {"start": 411.69, "end": 412.17, "word": " knowledge", "probability": 0.71044921875}, {"start": 412.17, "end": 412.83, "word": " المباشرة", "probability": 0.994384765625}, {"start": 412.83, "end": 413.27, "word": " او", "probability": 0.885009765625}, {"start": 413.27, "end": 413.67, "word": " المعرفة", "probability": 0.9814453125}, {"start": 413.67, "end": 414.27, "word": " الحقيقية", "probability": 0.9935302734375}, {"start": 414.27, "end": 414.75, "word": " انا", "probability": 0.7296142578125}, {"start": 414.75, "end": 415.09, "word": " بدخل", "probability": 0.9270833333333334}, {"start": 415.09, "end": 415.55, "word": " features", "probability": 0.6669921875}, {"start": 415.55, "end": 415.73, "word": " و", "probability": 0.92822265625}, {"start": 415.73, "end": 416.19, "word": " خلصنا", "probability": 0.8916015625}], "temperature": 1.0}, {"id": 20, "seek": 44565, "start": 417.25, "end": 445.65, "text": "فإذا أنا مدخل شغلة أنا نفسي مش عارفها بالظبط إيش لازم تكون هل لازم تكون واحد ولا لازم تكون صفر أو تكون أي قيمة fractional value أنا مش عارفها تحديدا يعني الحقيقة كويس مش زي الباقين في ال uncertainty tolerance جداش عدم الوثقية يعني أنا لو أنا مش .. ماعنديش مش واثق كتير في ال .. في ال input تبعي أنا مش واثق كتير أن ال input تبعي هو one hundred percent تحقق", "tokens": [5172, 28814, 15730, 41850, 3714, 3215, 9778, 1211, 13412, 17082, 37977, 41850, 8717, 36178, 1829, 37893, 6225, 9640, 5172, 11296, 20666, 19913, 3555, 9566, 11933, 1829, 8592, 5296, 31377, 2304, 6055, 30544, 8032, 1211, 5296, 31377, 2304, 6055, 30544, 36764, 24401, 49429, 5296, 31377, 2304, 6055, 30544, 20328, 5172, 2288, 34051, 6055, 30544, 36632, 12174, 32640, 3660, 14135, 304, 2158, 41850, 37893, 6225, 9640, 5172, 11296, 6055, 5016, 16254, 28259, 37495, 22653, 21542, 38436, 28671, 9122, 45865, 3794, 37893, 30767, 1829, 29739, 995, 4587, 9957, 8978, 2423, 15697, 23368, 10874, 3215, 33599, 6225, 40448, 2423, 2407, 12984, 4587, 10632, 37495, 22653, 41850, 45164, 41850, 37893, 4386, 19446, 3615, 1863, 16254, 8592, 37893, 4032, 5718, 104, 4587, 9122, 2655, 13546, 8978, 2423, 4386, 8978, 2423, 4846, 6055, 3555, 3615, 1829, 41850, 37893, 4032, 5718, 104, 4587, 9122, 2655, 13546, 14739, 2423, 4846, 6055, 3555, 3615, 1829, 31439, 472, 3262, 3043, 6055, 5016, 4587, 4587], "avg_logprob": -0.12621753604768157, "compression_ratio": 1.9793103448275862, "no_speech_prob": 0.0, "words": [{"start": 417.25, "end": 417.71, "word": "فإذا", "probability": 0.81689453125}, {"start": 417.71, "end": 417.97, "word": " أنا", "probability": 0.75341796875}, {"start": 417.97, "end": 418.33, "word": " مدخل", "probability": 0.9151611328125}, {"start": 418.33, "end": 418.81, "word": " شغلة", "probability": 0.9124348958333334}, {"start": 418.81, "end": 419.33, "word": " أنا", "probability": 0.83642578125}, {"start": 419.33, "end": 419.59, "word": " نفسي", "probability": 0.9934895833333334}, {"start": 419.59, "end": 419.73, "word": " مش", "probability": 0.97998046875}, {"start": 419.73, "end": 420.07, "word": " عارفها", "probability": 0.9693603515625}, {"start": 420.07, "end": 420.67, "word": " بالظبط", "probability": 0.9681396484375}, {"start": 420.67, "end": 420.87, "word": " إيش", "probability": 0.89501953125}, {"start": 420.87, "end": 421.15, "word": " لازم", "probability": 0.9873046875}, {"start": 421.15, "end": 421.51, "word": " تكون", "probability": 0.99169921875}, {"start": 421.51, "end": 422.03, "word": " هل", "probability": 0.662841796875}, {"start": 422.03, "end": 422.21, "word": " لازم", "probability": 0.9959309895833334}, {"start": 422.21, "end": 422.43, "word": " تكون", "probability": 0.985595703125}, {"start": 422.43, "end": 422.71, "word": " واحد", "probability": 0.855712890625}, {"start": 422.71, "end": 422.85, "word": " ولا", "probability": 0.495849609375}, {"start": 422.85, "end": 423.03, "word": " لازم", "probability": 0.9661458333333334}, {"start": 423.03, "end": 423.19, "word": " تكون", "probability": 0.99072265625}, {"start": 423.19, "end": 423.47, "word": " صفر", "probability": 0.9685872395833334}, {"start": 423.47, "end": 424.67, "word": " أو", "probability": 0.638671875}, {"start": 424.67, "end": 425.05, "word": " تكون", "probability": 0.938232421875}, {"start": 425.05, "end": 425.23, "word": " أي", "probability": 0.74169921875}, {"start": 425.23, "end": 425.73, "word": " قيمة", "probability": 0.99365234375}, {"start": 425.73, "end": 426.37, "word": " fractional", "probability": 0.5389404296875}, {"start": 426.37, "end": 426.71, "word": " value", "probability": 0.98876953125}, {"start": 426.71, "end": 427.09, "word": " أنا", "probability": 0.7646484375}, {"start": 427.09, "end": 427.21, "word": " مش", "probability": 0.98974609375}, {"start": 427.21, "end": 427.47, "word": " عارفها", "probability": 0.99462890625}, {"start": 427.47, "end": 427.99, "word": " تحديدا", "probability": 0.9266357421875}, {"start": 427.99, "end": 428.19, "word": " يعني", "probability": 0.8974609375}, {"start": 428.19, "end": 428.73, "word": " الحقيقة", "probability": 0.9860026041666666}, {"start": 428.73, "end": 429.59, "word": " كويس", "probability": 0.8213704427083334}, {"start": 429.59, "end": 429.97, "word": " مش", "probability": 0.65625}, {"start": 429.97, "end": 430.27, "word": " زي", "probability": 0.99267578125}, {"start": 430.27, "end": 430.91, "word": " الباقين", "probability": 0.773193359375}, {"start": 430.91, "end": 432.15, "word": " في", "probability": 0.53173828125}, {"start": 432.15, "end": 432.35, "word": " ال", "probability": 0.90869140625}, {"start": 432.35, "end": 432.89, "word": " uncertainty", "probability": 0.91650390625}, {"start": 432.89, "end": 433.87, "word": " tolerance", "probability": 0.349609375}, {"start": 433.87, "end": 434.85, "word": " جداش", "probability": 0.75048828125}, {"start": 434.85, "end": 435.47, "word": " عدم", "probability": 0.97705078125}, {"start": 435.47, "end": 435.99, "word": " الوثقية", "probability": 0.924609375}, {"start": 435.99, "end": 436.15, "word": " يعني", "probability": 0.948486328125}, {"start": 436.15, "end": 436.31, "word": " أنا", "probability": 0.59228515625}, {"start": 436.31, "end": 436.41, "word": " لو", "probability": 0.95263671875}, {"start": 436.41, "end": 436.55, "word": " أنا", "probability": 0.7626953125}, {"start": 436.55, "end": 436.73, "word": " مش", "probability": 0.85546875}, {"start": 436.73, "end": 436.87, "word": " ..", "probability": 0.5712890625}, {"start": 436.87, "end": 437.81, "word": " ماعنديش", "probability": 0.8755859375}, {"start": 437.81, "end": 438.29, "word": " مش", "probability": 0.6201171875}, {"start": 438.29, "end": 438.67, "word": " واثق", "probability": 0.9736328125}, {"start": 438.67, "end": 439.01, "word": " كتير", "probability": 0.9915364583333334}, {"start": 439.01, "end": 439.19, "word": " في", "probability": 0.947265625}, {"start": 439.19, "end": 439.71, "word": " ال", "probability": 0.99365234375}, {"start": 439.71, "end": 439.71, "word": " ..", "probability": 0.67431640625}, {"start": 439.71, "end": 440.11, "word": " في", "probability": 0.8876953125}, {"start": 440.11, "end": 440.23, "word": " ال", "probability": 0.984375}, {"start": 440.23, "end": 440.43, "word": " input", "probability": 0.986328125}, {"start": 440.43, "end": 440.89, "word": " تبعي", "probability": 0.97607421875}, {"start": 440.89, "end": 441.47, "word": " أنا", "probability": 0.759765625}, {"start": 441.47, "end": 441.61, "word": " مش", "probability": 0.9951171875}, {"start": 441.61, "end": 441.85, "word": " واثق", "probability": 0.9715576171875}, {"start": 441.85, "end": 442.15, "word": " كتير", "probability": 0.9931640625}, {"start": 442.15, "end": 442.25, "word": " أن", "probability": 0.43701171875}, {"start": 442.25, "end": 442.37, "word": " ال", "probability": 0.90576171875}, {"start": 442.37, "end": 442.57, "word": " input", "probability": 0.98828125}, {"start": 442.57, "end": 442.95, "word": " تبعي", "probability": 0.98974609375}, {"start": 442.95, "end": 443.31, "word": " هو", "probability": 0.97119140625}, {"start": 443.31, "end": 443.81, "word": " one", "probability": 0.716796875}, {"start": 443.81, "end": 444.25, "word": " hundred", "probability": 0.92529296875}, {"start": 444.25, "end": 444.91, "word": " percent", "probability": 0.96630859375}, {"start": 444.91, "end": 445.65, "word": " تحقق", "probability": 0.9586181640625}], "temperature": 1.0}, {"id": 21, "seek": 47466, "start": 446.46, "end": 474.66, "text": "لما بقول طويل .. مذاكرين المثال تبع طويل و مش طويل و ال 180 و أطول من 180 و أقل من 180 لما قولنا والله أكبر من 180 طب إيه واحد 181 حصنفه حسب ال expert system حصنفه إيش؟ حصنفه إن هو طويل طيب 179 حصنفه قصير طبعا هذا خطأ كبير .. هذا خطأ كبير فال uncertainty مش كتير باينة في ال expert system لكن هي مناسبة جدا و كويسة في ال other", "tokens": [1211, 15042, 4724, 39648, 23032, 2407, 26895, 4386, 3714, 15730, 37983, 9957, 9673, 12984, 6027, 6055, 3555, 3615, 23032, 2407, 26895, 4032, 37893, 23032, 2407, 26895, 4032, 2423, 11971, 4032, 5551, 9566, 12610, 9154, 11971, 4032, 5551, 4587, 1211, 9154, 11971, 5296, 15042, 12174, 12610, 8315, 16070, 43761, 5551, 4117, 26890, 9154, 11971, 23032, 3555, 11933, 1829, 3224, 36764, 24401, 2443, 16, 11331, 9381, 1863, 5172, 3224, 11331, 35457, 2423, 5844, 1185, 11331, 9381, 1863, 5172, 3224, 11933, 1829, 8592, 22807, 11331, 9381, 1863, 5172, 3224, 36145, 31439, 23032, 2407, 26895, 23032, 1829, 3555, 3282, 24, 11331, 9381, 1863, 5172, 3224, 12174, 9381, 13546, 23032, 3555, 3615, 995, 23758, 16490, 9566, 10721, 9122, 3555, 13546, 4386, 23758, 16490, 9566, 10721, 9122, 3555, 13546, 6156, 6027, 15697, 37893, 9122, 2655, 13546, 4724, 995, 9957, 3660, 8978, 2423, 5844, 1185, 44381, 39896, 3714, 8315, 35457, 3660, 10874, 28259, 4032, 9122, 45865, 3794, 3660, 8978, 2423, 661], "avg_logprob": -0.17883064804538604, "compression_ratio": 1.9547169811320755, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 446.46, "end": 446.76, "word": "لما", "probability": 0.776611328125}, {"start": 446.76, "end": 447.06, "word": " بقول", "probability": 0.58349609375}, {"start": 447.06, "end": 448.42, "word": " طويل", "probability": 0.9270833333333334}, {"start": 448.42, "end": 448.62, "word": " ..", "probability": 0.379150390625}, {"start": 448.62, "end": 449.2, "word": " مذاكرين", "probability": 0.63446044921875}, {"start": 449.2, "end": 449.52, "word": " المثال", "probability": 0.9016927083333334}, {"start": 449.52, "end": 449.76, "word": " تبع", "probability": 0.6610921223958334}, {"start": 449.76, "end": 450.12, "word": " طويل", "probability": 0.9300130208333334}, {"start": 450.12, "end": 450.36, "word": " و", "probability": 0.97998046875}, {"start": 450.36, "end": 450.56, "word": " مش", "probability": 0.67431640625}, {"start": 450.56, "end": 450.88, "word": " طويل", "probability": 0.9518229166666666}, {"start": 450.88, "end": 451.0, "word": " و", "probability": 0.63134765625}, {"start": 451.0, "end": 451.06, "word": " ال", "probability": 0.5595703125}, {"start": 451.06, "end": 451.44, "word": " 180", "probability": 0.45263671875}, {"start": 451.44, "end": 451.82, "word": " و", "probability": 0.3876953125}, {"start": 451.82, "end": 452.28, "word": " أطول", "probability": 0.8136393229166666}, {"start": 452.28, "end": 452.4, "word": " من", "probability": 0.98583984375}, {"start": 452.4, "end": 452.74, "word": " 180", "probability": 0.5615234375}, {"start": 452.74, "end": 452.86, "word": " و", "probability": 0.94287109375}, {"start": 452.86, "end": 453.0, "word": " أقل", "probability": 0.96142578125}, {"start": 453.0, "end": 453.1, "word": " من", "probability": 0.9970703125}, {"start": 453.1, "end": 453.58, "word": " 180", "probability": 0.81103515625}, {"start": 453.58, "end": 454.38, "word": " لما", "probability": 0.7308349609375}, {"start": 454.38, "end": 454.68, "word": " قولنا", "probability": 0.7618815104166666}, {"start": 454.68, "end": 454.9, "word": " والله", "probability": 0.6925048828125}, {"start": 454.9, "end": 455.3, "word": " أكبر", "probability": 0.9607747395833334}, {"start": 455.3, "end": 455.46, "word": " من", "probability": 0.99365234375}, {"start": 455.46, "end": 456.0, "word": " 180", "probability": 0.75048828125}, {"start": 456.0, "end": 456.5, "word": " طب", "probability": 0.74169921875}, {"start": 456.5, "end": 456.64, "word": " إيه", "probability": 0.75537109375}, {"start": 456.64, "end": 457.16, "word": " واحد", "probability": 0.58111572265625}, {"start": 457.16, "end": 458.76, "word": " 181", "probability": 0.8955078125}, {"start": 458.76, "end": 460.28, "word": " حصنفه", "probability": 0.77998046875}, {"start": 460.28, "end": 460.64, "word": " حسب", "probability": 0.9267578125}, {"start": 460.64, "end": 460.76, "word": " ال", "probability": 0.9833984375}, {"start": 460.76, "end": 460.98, "word": " expert", "probability": 0.7666015625}, {"start": 460.98, "end": 461.46, "word": " system", "probability": 0.96923828125}, {"start": 461.46, "end": 461.94, "word": " حصنفه", "probability": 0.96865234375}, {"start": 461.94, "end": 462.34, "word": " إيش؟", "probability": 0.77642822265625}, {"start": 462.34, "end": 462.72, "word": " حصنفه", "probability": 0.9853515625}, {"start": 462.72, "end": 462.8, "word": " إن", "probability": 0.59423828125}, {"start": 462.8, "end": 462.94, "word": " هو", "probability": 0.6953125}, {"start": 462.94, "end": 463.54, "word": " طويل", "probability": 0.9352213541666666}, {"start": 463.54, "end": 464.06, "word": " طيب", "probability": 0.8946940104166666}, {"start": 464.06, "end": 465.3, "word": " 179", "probability": 0.86572265625}, {"start": 465.3, "end": 465.74, "word": " حصنفه", "probability": 0.98203125}, {"start": 465.74, "end": 466.1, "word": " قصير", "probability": 0.9982096354166666}, {"start": 466.1, "end": 466.58, "word": " طبعا", "probability": 0.9493408203125}, {"start": 466.58, "end": 466.74, "word": " هذا", "probability": 0.78076171875}, {"start": 466.74, "end": 467.02, "word": " خطأ", "probability": 0.9973958333333334}, {"start": 467.02, "end": 467.76, "word": " كبير", "probability": 0.9962565104166666}, {"start": 467.76, "end": 467.84, "word": " ..", "probability": 0.478271484375}, {"start": 467.84, "end": 468.0, "word": " هذا", "probability": 0.92822265625}, {"start": 468.0, "end": 468.28, "word": " خطأ", "probability": 0.998046875}, {"start": 468.28, "end": 468.62, "word": " كبير", "probability": 0.9962565104166666}, {"start": 468.62, "end": 468.96, "word": " فال", "probability": 0.93798828125}, {"start": 468.96, "end": 469.26, "word": " uncertainty", "probability": 0.7529296875}, {"start": 469.26, "end": 469.62, "word": " مش", "probability": 0.97509765625}, {"start": 469.62, "end": 470.14, "word": " كتير", "probability": 0.9772135416666666}, {"start": 470.14, "end": 471.2, "word": " باينة", "probability": 0.9609375}, {"start": 471.2, "end": 471.46, "word": " في", "probability": 0.96240234375}, {"start": 471.46, "end": 471.56, "word": " ال", "probability": 0.962890625}, {"start": 471.56, "end": 471.82, "word": " expert", "probability": 0.9443359375}, {"start": 471.82, "end": 472.24, "word": " system", "probability": 0.97607421875}, {"start": 472.24, "end": 472.6, "word": " لكن", "probability": 0.87255859375}, {"start": 472.6, "end": 472.82, "word": " هي", "probability": 0.9541015625}, {"start": 472.82, "end": 473.3, "word": " مناسبة", "probability": 0.987060546875}, {"start": 473.3, "end": 473.48, "word": " جدا", "probability": 0.96826171875}, {"start": 473.48, "end": 473.66, "word": " و", "probability": 0.884765625}, {"start": 473.66, "end": 474.06, "word": " كويسة", "probability": 0.972412109375}, {"start": 474.06, "end": 474.22, "word": " في", "probability": 0.9912109375}, {"start": 474.22, "end": 474.44, "word": " ال", "probability": 0.9697265625}, {"start": 474.44, "end": 474.66, "word": " other", "probability": 0.81396484375}], "temperature": 1.0}, {"id": 22, "seek": 48443, "start": 475.33, "end": 484.43, "text": "الـ classifiers او ال other expert systems في الفظي في ال neural في ال genetic كلها كويسة طيب ال imprecise tolerance او عدم الدقة", "tokens": [6027, 39184, 1508, 23463, 1975, 2407, 2423, 661, 5844, 3652, 8978, 27188, 19913, 1829, 8978, 2423, 18161, 8978, 2423, 12462, 28242, 11296, 9122, 45865, 3794, 3660, 23032, 1829, 3555, 2423, 704, 13867, 908, 23368, 1975, 2407, 6225, 40448, 32748, 28671], "avg_logprob": -0.34241615272149806, "compression_ratio": 1.286764705882353, "no_speech_prob": 6.556510925292969e-06, "words": [{"start": 475.33, "end": 475.53, "word": "الـ", "probability": 0.351318359375}, {"start": 475.53, "end": 476.35, "word": " classifiers", "probability": 0.467803955078125}, {"start": 476.35, "end": 476.69, "word": " او", "probability": 0.6629638671875}, {"start": 476.69, "end": 476.77, "word": " ال", "probability": 0.9306640625}, {"start": 476.77, "end": 476.95, "word": " other", "probability": 0.3056640625}, {"start": 476.95, "end": 477.29, "word": " expert", "probability": 0.7177734375}, {"start": 477.29, "end": 477.75, "word": " systems", "probability": 0.8916015625}, {"start": 477.75, "end": 478.21, "word": " في", "probability": 0.8828125}, {"start": 478.21, "end": 478.67, "word": " الفظي", "probability": 0.7415364583333334}, {"start": 478.67, "end": 478.97, "word": " في", "probability": 0.58154296875}, {"start": 478.97, "end": 479.03, "word": " ال", "probability": 0.498779296875}, {"start": 479.03, "end": 479.35, "word": " neural", "probability": 0.62060546875}, {"start": 479.35, "end": 479.85, "word": " في", "probability": 0.8251953125}, {"start": 479.85, "end": 480.05, "word": " ال", "probability": 0.91552734375}, {"start": 480.05, "end": 480.43, "word": " genetic", "probability": 0.76171875}, {"start": 480.43, "end": 480.77, "word": " كلها", "probability": 0.929931640625}, {"start": 480.77, "end": 481.25, "word": " كويسة", "probability": 0.9827880859375}, {"start": 481.25, "end": 481.63, "word": " طيب", "probability": 0.7694498697916666}, {"start": 481.63, "end": 481.97, "word": " ال", "probability": 0.97607421875}, {"start": 481.97, "end": 482.69, "word": " imprecise", "probability": 0.8387044270833334}, {"start": 482.69, "end": 483.33, "word": " tolerance", "probability": 0.6484375}, {"start": 483.33, "end": 483.67, "word": " او", "probability": 0.844482421875}, {"start": 483.67, "end": 483.93, "word": " عدم", "probability": 0.975830078125}, {"start": 483.93, "end": 484.43, "word": " الدقة", "probability": 0.934814453125}], "temperature": 1.0}, {"id": 23, "seek": 50533, "start": 485.41, "end": 505.33, "text": "إذا أنا أعطته معلومة وماكنتش دقيق مائة في المائة فيها، يعني المعلومة كانت فيها شوية عدم دقة، ال fuzzy قال لك أنا ماعنديش مشكلة، ليش؟ لأن أنا بتعاملش مع القيم كقيم كاملة، أنا بتعامل معاها ك categories، أنت قل إن هي high أو low أو medium وخلاص، أنا بتعامل معاها", "tokens": [28814, 15730, 41850, 5551, 3615, 9566, 47395, 20449, 1211, 20498, 3660, 4032, 15042, 19452, 2655, 8592, 11778, 38436, 4587, 3714, 16373, 3660, 8978, 9673, 16373, 3660, 8978, 11296, 12399, 37495, 22653, 9673, 30241, 20498, 3660, 25961, 2655, 8978, 11296, 13412, 2407, 10632, 6225, 40448, 11778, 28671, 12399, 2423, 34710, 50239, 5296, 4117, 41850, 19446, 3615, 1863, 16254, 8592, 37893, 28820, 3660, 12399, 32239, 8592, 22807, 5296, 33456, 41850, 39894, 3615, 10943, 1211, 8592, 20449, 25062, 32640, 9122, 4587, 32640, 9122, 10943, 37977, 12399, 41850, 39894, 3615, 10943, 1211, 20449, 995, 11296, 9122, 10479, 12399, 14739, 2655, 12174, 1211, 36145, 39896, 1090, 34051, 2295, 34051, 6399, 4032, 9778, 1211, 33546, 12399, 41850, 39894, 3615, 10943, 1211, 20449, 995, 11296], "avg_logprob": -0.14115020883183518, "compression_ratio": 1.876595744680851, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 485.41, "end": 485.79, "word": "إذا", "probability": 0.91162109375}, {"start": 485.79, "end": 486.25, "word": " أنا", "probability": 0.763671875}, {"start": 486.25, "end": 486.63, "word": " أعطته", "probability": 0.8267822265625}, {"start": 486.63, "end": 487.65, "word": " معلومة", "probability": 0.991943359375}, {"start": 487.65, "end": 488.27, "word": " وماكنتش", "probability": 0.9123046875}, {"start": 488.27, "end": 488.75, "word": " دقيق", "probability": 0.9827473958333334}, {"start": 488.75, "end": 489.05, "word": " مائة", "probability": 0.716552734375}, {"start": 489.05, "end": 489.15, "word": " في", "probability": 0.90576171875}, {"start": 489.15, "end": 489.43, "word": " المائة", "probability": 0.9593098958333334}, {"start": 489.43, "end": 490.05, "word": " فيها،", "probability": 0.7793782552083334}, {"start": 490.05, "end": 490.25, "word": " يعني", "probability": 0.96044921875}, {"start": 490.25, "end": 491.17, "word": " المعلومة", "probability": 0.9761962890625}, {"start": 491.17, "end": 491.37, "word": " كانت", "probability": 0.77001953125}, {"start": 491.37, "end": 491.57, "word": " فيها", "probability": 0.976806640625}, {"start": 491.57, "end": 492.15, "word": " شوية", "probability": 0.8486328125}, {"start": 492.15, "end": 493.17, "word": " عدم", "probability": 0.953125}, {"start": 493.17, "end": 494.69, "word": " دقة،", "probability": 0.7932942708333334}, {"start": 494.69, "end": 494.91, "word": " ال", "probability": 0.58154296875}, {"start": 494.91, "end": 495.19, "word": " fuzzy", "probability": 0.88232421875}, {"start": 495.19, "end": 495.47, "word": " قال", "probability": 0.7265625}, {"start": 495.47, "end": 495.63, "word": " لك", "probability": 0.861083984375}, {"start": 495.63, "end": 495.73, "word": " أنا", "probability": 0.75439453125}, {"start": 495.73, "end": 496.07, "word": " ماعنديش", "probability": 0.97294921875}, {"start": 496.07, "end": 496.75, "word": " مشكلة،", "probability": 0.9486083984375}, {"start": 496.75, "end": 497.17, "word": " ليش؟", "probability": 0.9562174479166666}, {"start": 497.17, "end": 497.31, "word": " لأن", "probability": 0.77734375}, {"start": 497.31, "end": 497.43, "word": " أنا", "probability": 0.82568359375}, {"start": 497.43, "end": 497.91, "word": " بتعاملش", "probability": 0.827392578125}, {"start": 497.91, "end": 498.03, "word": " مع", "probability": 0.9775390625}, {"start": 498.03, "end": 498.43, "word": " القيم", "probability": 0.90380859375}, {"start": 498.43, "end": 499.59, "word": " كقيم", "probability": 0.8974609375}, {"start": 499.59, "end": 500.01, "word": " كاملة،", "probability": 0.95849609375}, {"start": 500.01, "end": 500.11, "word": " أنا", "probability": 0.89013671875}, {"start": 500.11, "end": 500.41, "word": " بتعامل", "probability": 0.9610595703125}, {"start": 500.41, "end": 500.69, "word": " معاها", "probability": 0.8196614583333334}, {"start": 500.69, "end": 500.83, "word": " ك", "probability": 0.93701171875}, {"start": 500.83, "end": 501.61, "word": " categories،", "probability": 0.902587890625}, {"start": 501.61, "end": 501.79, "word": " أنت", "probability": 0.752197265625}, {"start": 501.79, "end": 501.97, "word": " قل", "probability": 0.4901123046875}, {"start": 501.97, "end": 502.13, "word": " إن", "probability": 0.80615234375}, {"start": 502.13, "end": 502.41, "word": " هي", "probability": 0.7958984375}, {"start": 502.41, "end": 503.37, "word": " high", "probability": 0.9560546875}, {"start": 503.37, "end": 503.59, "word": " أو", "probability": 0.919921875}, {"start": 503.59, "end": 503.79, "word": " low", "probability": 0.990234375}, {"start": 503.79, "end": 503.97, "word": " أو", "probability": 0.95458984375}, {"start": 503.97, "end": 504.27, "word": " medium", "probability": 0.9599609375}, {"start": 504.27, "end": 504.63, "word": " وخلاص،", "probability": 0.837646484375}, {"start": 504.63, "end": 504.67, "word": " أنا", "probability": 0.83935546875}, {"start": 504.67, "end": 504.99, "word": " بتعامل", "probability": 0.9268798828125}, {"start": 504.99, "end": 505.33, "word": " معاها", "probability": 0.9876302083333334}], "temperature": 1.0}, {"id": 24, "seek": 53079, "start": 505.89, "end": 530.79, "text": "مافيش عندي مشكلة الـ neural network طبعا الـ imprecise tolerance ليش؟ لأن هي أصلا بتدرب حالها بناء على إنه أساسا اللي هيجيني هو مختلف عن اللي أنا عارفاه كان neural network فهي بالعكس بتعمل adaptation بشكل ماعندهاش مشكلة وهذا هيبين كمان مع ال bag ال characteristics ال genetic algorithm نفس الكلام يعني لو أعطيته input هو مش بالظبط نفس اللي هو اتدرب عليه أو اللي متعود عليه", "tokens": [15042, 41185, 8592, 18871, 16254, 37893, 28820, 3660, 2423, 39184, 18161, 3209, 23032, 3555, 3615, 995, 2423, 39184, 704, 13867, 908, 23368, 32239, 8592, 22807, 5296, 33456, 39896, 5551, 9381, 15040, 39894, 3215, 25513, 11331, 6027, 11296, 44945, 16606, 15844, 36145, 3224, 5551, 3794, 32277, 995, 13672, 1829, 39896, 7435, 9957, 1829, 31439, 3714, 46456, 46538, 18871, 13672, 1829, 41850, 6225, 9640, 5172, 40294, 25961, 18161, 3209, 6156, 3224, 1829, 20666, 3615, 4117, 3794, 39894, 25957, 1211, 21549, 4724, 8592, 28820, 19446, 3615, 41260, 11296, 8592, 37893, 28820, 3660, 37037, 15730, 39896, 3555, 9957, 9122, 2304, 7649, 20449, 2423, 3411, 2423, 10891, 2423, 12462, 9284, 8717, 36178, 2423, 28820, 10943, 37495, 22653, 45164, 5551, 3615, 9566, 36081, 3224, 4846, 31439, 37893, 20666, 19913, 3555, 9566, 8717, 36178, 13672, 1829, 31439, 1975, 2655, 3215, 25513, 47356, 34051, 13672, 1829, 44650, 3615, 23328, 47356], "avg_logprob": -0.1482736057751662, "compression_ratio": 1.7620481927710843, "no_speech_prob": 3.2782554626464844e-06, "words": [{"start": 505.89, "end": 506.21, "word": "مافيش", "probability": 0.91650390625}, {"start": 506.21, "end": 506.39, "word": " عندي", "probability": 0.850341796875}, {"start": 506.39, "end": 506.81, "word": " مشكلة", "probability": 0.9869791666666666}, {"start": 506.81, "end": 507.07, "word": " الـ", "probability": 0.509033203125}, {"start": 507.07, "end": 507.23, "word": " neural", "probability": 0.82275390625}, {"start": 507.23, "end": 507.63, "word": " network", "probability": 0.9453125}, {"start": 507.63, "end": 507.99, "word": " طبعا", "probability": 0.9801025390625}, {"start": 507.99, "end": 510.01, "word": " الـ", "probability": 0.4456787109375}, {"start": 510.01, "end": 510.61, "word": " imprecise", "probability": 0.7606608072916666}, {"start": 510.61, "end": 511.39, "word": " tolerance", "probability": 0.80322265625}, {"start": 511.39, "end": 511.65, "word": " ليش؟", "probability": 0.6944986979166666}, {"start": 511.65, "end": 511.77, "word": " لأن", "probability": 0.843017578125}, {"start": 511.77, "end": 511.91, "word": " هي", "probability": 0.603515625}, {"start": 511.91, "end": 512.29, "word": " أصلا", "probability": 0.9298502604166666}, {"start": 512.29, "end": 512.81, "word": " بتدرب", "probability": 0.9645182291666666}, {"start": 512.81, "end": 513.23, "word": " حالها", "probability": 0.9923502604166666}, {"start": 513.23, "end": 513.59, "word": " بناء", "probability": 0.968017578125}, {"start": 513.59, "end": 513.81, "word": " على", "probability": 0.80078125}, {"start": 513.81, "end": 514.61, "word": " إنه", "probability": 0.699462890625}, {"start": 514.61, "end": 515.37, "word": " أساسا", "probability": 0.983154296875}, {"start": 515.37, "end": 515.49, "word": " اللي", "probability": 0.939453125}, {"start": 515.49, "end": 516.23, "word": " هيجيني", "probability": 0.8394775390625}, {"start": 516.23, "end": 516.45, "word": " هو", "probability": 0.93896484375}, {"start": 516.45, "end": 516.85, "word": " مختلف", "probability": 0.9933268229166666}, {"start": 516.85, "end": 517.01, "word": " عن", "probability": 0.95166015625}, {"start": 517.01, "end": 517.11, "word": " اللي", "probability": 0.987060546875}, {"start": 517.11, "end": 517.27, "word": " أنا", "probability": 0.7890625}, {"start": 517.27, "end": 518.25, "word": " عارفاه", "probability": 0.908203125}, {"start": 518.25, "end": 518.83, "word": " كان", "probability": 0.5}, {"start": 518.83, "end": 519.43, "word": " neural", "probability": 0.88720703125}, {"start": 519.43, "end": 519.85, "word": " network", "probability": 0.72021484375}, {"start": 519.85, "end": 520.45, "word": " فهي", "probability": 0.9612630208333334}, {"start": 520.45, "end": 520.79, "word": " بالعكس", "probability": 0.9892578125}, {"start": 520.79, "end": 521.09, "word": " بتعمل", "probability": 0.9544270833333334}, {"start": 521.09, "end": 521.43, "word": " adaptation", "probability": 0.947265625}, {"start": 521.43, "end": 521.87, "word": " بشكل", "probability": 0.9462890625}, {"start": 521.87, "end": 522.27, "word": " ماعندهاش", "probability": 0.75576171875}, {"start": 522.27, "end": 522.61, "word": " مشكلة", "probability": 0.9864908854166666}, {"start": 522.61, "end": 522.79, "word": " وهذا", "probability": 0.75244140625}, {"start": 522.79, "end": 523.23, "word": " هيبين", "probability": 0.9344075520833334}, {"start": 523.23, "end": 523.53, "word": " كمان", "probability": 0.9130859375}, {"start": 523.53, "end": 523.73, "word": " مع", "probability": 0.89892578125}, {"start": 523.73, "end": 523.95, "word": " ال", "probability": 0.90234375}, {"start": 523.95, "end": 524.15, "word": " bag", "probability": 0.52197265625}, {"start": 524.15, "end": 524.25, "word": " ال", "probability": 0.7919921875}, {"start": 524.25, "end": 524.81, "word": " characteristics", "probability": 0.94775390625}, {"start": 524.81, "end": 525.21, "word": " ال", "probability": 0.59033203125}, {"start": 525.21, "end": 525.39, "word": " genetic", "probability": 0.246826171875}, {"start": 525.39, "end": 525.73, "word": " algorithm", "probability": 0.916015625}, {"start": 525.73, "end": 525.97, "word": " نفس", "probability": 0.990234375}, {"start": 525.97, "end": 526.35, "word": " الكلام", "probability": 0.9641927083333334}, {"start": 526.35, "end": 526.71, "word": " يعني", "probability": 0.91796875}, {"start": 526.71, "end": 526.83, "word": " لو", "probability": 0.986328125}, {"start": 526.83, "end": 527.13, "word": " أعطيته", "probability": 0.81123046875}, {"start": 527.13, "end": 527.47, "word": " input", "probability": 0.9921875}, {"start": 527.47, "end": 527.97, "word": " هو", "probability": 0.982421875}, {"start": 527.97, "end": 528.17, "word": " مش", "probability": 0.99169921875}, {"start": 528.17, "end": 528.75, "word": " بالظبط", "probability": 0.9820556640625}, {"start": 528.75, "end": 529.11, "word": " نفس", "probability": 0.990234375}, {"start": 529.11, "end": 529.27, "word": " اللي", "probability": 0.984619140625}, {"start": 529.27, "end": 529.45, "word": " هو", "probability": 0.9287109375}, {"start": 529.45, "end": 529.71, "word": " اتدرب", "probability": 0.8798828125}, {"start": 529.71, "end": 529.87, "word": " عليه", "probability": 0.912109375}, {"start": 529.87, "end": 529.97, "word": " أو", "probability": 0.767578125}, {"start": 529.97, "end": 530.07, "word": " اللي", "probability": 0.981689453125}, {"start": 530.07, "end": 530.49, "word": " متعود", "probability": 0.8927408854166666}, {"start": 530.49, "end": 530.79, "word": " عليه", "probability": 0.9873046875}], "temperature": 1.0}, {"id": 25, "seek": 55476, "start": 531.66, "end": 554.76, "text": "بتعامل معها مافيش عنده مشكلة طيب ال adaptability برضه التكيف واضح جدا ان هنا حتى الفظي اختلفت شوية لإن الفظي ممكن يتكيف ممكن يدرب حاله ممكن يمرن حاله على أخطاء كتيرة هي عنده rules جد رغم أنه عنده هامش في التعامل مع ال uncertainty او فكرة ال uncertainty management", "tokens": [3555, 2655, 3615, 10943, 1211, 20449, 11296, 19446, 41185, 8592, 43242, 3224, 37893, 28820, 3660, 23032, 1829, 3555, 2423, 6231, 2310, 4724, 43042, 3224, 16712, 4117, 33911, 4032, 46958, 5016, 10874, 28259, 16472, 34105, 11331, 49975, 27188, 19913, 1829, 1975, 46456, 46538, 2655, 13412, 2407, 10632, 5296, 28814, 1863, 27188, 19913, 1829, 3714, 43020, 7251, 2655, 4117, 33911, 3714, 43020, 7251, 3215, 25513, 11331, 6027, 3224, 3714, 43020, 7251, 29973, 1863, 11331, 6027, 3224, 15844, 5551, 9778, 9566, 16606, 9122, 2655, 48923, 39896, 43242, 3224, 4474, 10874, 3215, 12602, 17082, 2304, 14739, 3224, 43242, 3224, 8032, 10943, 8592, 8978, 16712, 3615, 10943, 1211, 20449, 2423, 15697, 1975, 2407, 6156, 4117, 25720, 2423, 15697, 4592], "avg_logprob": -0.16032608099605727, "compression_ratio": 1.7298387096774193, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 531.66, "end": 532.22, "word": "بتعامل", "probability": 0.96455078125}, {"start": 532.22, "end": 532.48, "word": " معها", "probability": 0.798095703125}, {"start": 532.48, "end": 532.88, "word": " مافيش", "probability": 0.6271158854166666}, {"start": 532.88, "end": 533.04, "word": " عنده", "probability": 0.964111328125}, {"start": 533.04, "end": 533.46, "word": " مشكلة", "probability": 0.97900390625}, {"start": 533.46, "end": 534.54, "word": " طيب", "probability": 0.8361002604166666}, {"start": 534.54, "end": 535.04, "word": " ال", "probability": 0.96337890625}, {"start": 535.04, "end": 535.8, "word": " adaptability", "probability": 0.938720703125}, {"start": 535.8, "end": 536.62, "word": " برضه", "probability": 0.9646809895833334}, {"start": 536.62, "end": 537.64, "word": " التكيف", "probability": 0.8255208333333334}, {"start": 537.64, "end": 538.42, "word": " واضح", "probability": 0.97705078125}, {"start": 538.42, "end": 538.74, "word": " جدا", "probability": 0.994140625}, {"start": 538.74, "end": 538.9, "word": " ان", "probability": 0.5009765625}, {"start": 538.9, "end": 539.1, "word": " هنا", "probability": 0.68359375}, {"start": 539.1, "end": 539.32, "word": " حتى", "probability": 0.9345703125}, {"start": 539.32, "end": 539.64, "word": " الفظي", "probability": 0.7811686197916666}, {"start": 539.64, "end": 540.24, "word": " اختلفت", "probability": 0.9400634765625}, {"start": 540.24, "end": 540.58, "word": " شوية", "probability": 0.8976236979166666}, {"start": 540.58, "end": 540.84, "word": " لإن", "probability": 0.7552083333333334}, {"start": 540.84, "end": 541.28, "word": " الفظي", "probability": 0.9015299479166666}, {"start": 541.28, "end": 541.94, "word": " ممكن", "probability": 0.56396484375}, {"start": 541.94, "end": 542.7, "word": " يتكيف", "probability": 0.75787353515625}, {"start": 542.7, "end": 542.98, "word": " ممكن", "probability": 0.766845703125}, {"start": 542.98, "end": 543.46, "word": " يدرب", "probability": 0.9254557291666666}, {"start": 543.46, "end": 543.72, "word": " حاله", "probability": 0.8846028645833334}, {"start": 543.72, "end": 543.86, "word": " ممكن", "probability": 0.8427734375}, {"start": 543.86, "end": 544.4, "word": " يمرن", "probability": 0.93896484375}, {"start": 544.4, "end": 544.7, "word": " حاله", "probability": 0.9739583333333334}, {"start": 544.7, "end": 545.26, "word": " على", "probability": 0.8740234375}, {"start": 545.26, "end": 545.88, "word": " أخطاء", "probability": 0.9327392578125}, {"start": 545.88, "end": 546.3, "word": " كتيرة", "probability": 0.86767578125}, {"start": 546.3, "end": 546.82, "word": " هي", "probability": 0.450927734375}, {"start": 546.82, "end": 547.18, "word": " عنده", "probability": 0.988037109375}, {"start": 547.18, "end": 547.52, "word": " rules", "probability": 0.87255859375}, {"start": 547.52, "end": 548.26, "word": " جد", "probability": 0.83203125}, {"start": 548.26, "end": 549.04, "word": " رغم", "probability": 0.7708333333333334}, {"start": 549.04, "end": 549.2, "word": " أنه", "probability": 0.62744140625}, {"start": 549.2, "end": 549.46, "word": " عنده", "probability": 0.9833984375}, {"start": 549.46, "end": 549.92, "word": " هامش", "probability": 0.9772135416666666}, {"start": 549.92, "end": 550.14, "word": " في", "probability": 0.958984375}, {"start": 550.14, "end": 550.74, "word": " التعامل", "probability": 0.986083984375}, {"start": 550.74, "end": 550.94, "word": " مع", "probability": 0.984375}, {"start": 550.94, "end": 551.08, "word": " ال", "probability": 0.85498046875}, {"start": 551.08, "end": 551.74, "word": " uncertainty", "probability": 0.95947265625}, {"start": 551.74, "end": 553.3, "word": " او", "probability": 0.763916015625}, {"start": 553.3, "end": 553.8, "word": " فكرة", "probability": 0.9869791666666666}, {"start": 553.8, "end": 553.92, "word": " ال", "probability": 0.94140625}, {"start": 553.92, "end": 554.2, "word": " uncertainty", "probability": 0.97900390625}, {"start": 554.2, "end": 554.76, "word": " management", "probability": 0.83447265625}], "temperature": 1.0}, {"id": 26, "seek": 56709, "start": 555.17, "end": 567.09, "text": "طبقها و بقدر اتعامل معاها لكن مش بالشكل الكبير انه يتطوع او يطور حاله او يتكيف زي ال neural network و ال genetic طيب ال learning ability", "tokens": [9566, 3555, 4587, 11296, 4032, 4724, 28543, 2288, 1975, 2655, 3615, 10943, 1211, 20449, 995, 11296, 44381, 37893, 20666, 8592, 28820, 33251, 3555, 13546, 16472, 3224, 7251, 2655, 9566, 45367, 1975, 2407, 7251, 9566, 13063, 11331, 6027, 3224, 1975, 2407, 7251, 2655, 4117, 33911, 30767, 1829, 2423, 18161, 3209, 4032, 2423, 12462, 23032, 1829, 3555, 2423, 2539, 3485], "avg_logprob": -0.1480402517116676, "compression_ratio": 1.4066666666666667, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 555.17, "end": 556.11, "word": "طبقها", "probability": 0.7879638671875}, {"start": 556.11, "end": 556.21, "word": " و", "probability": 0.6826171875}, {"start": 556.21, "end": 556.45, "word": " بقدر", "probability": 0.9645182291666666}, {"start": 556.45, "end": 556.75, "word": " اتعامل", "probability": 0.874462890625}, {"start": 556.75, "end": 556.95, "word": " معاها", "probability": 0.85107421875}, {"start": 556.95, "end": 557.25, "word": " لكن", "probability": 0.72412109375}, {"start": 557.25, "end": 557.59, "word": " مش", "probability": 0.97900390625}, {"start": 557.59, "end": 558.23, "word": " بالشكل", "probability": 0.95361328125}, {"start": 558.23, "end": 558.95, "word": " الكبير", "probability": 0.9912109375}, {"start": 558.95, "end": 559.67, "word": " انه", "probability": 0.819580078125}, {"start": 559.67, "end": 560.67, "word": " يتطوع", "probability": 0.798828125}, {"start": 560.67, "end": 560.91, "word": " او", "probability": 0.919189453125}, {"start": 560.91, "end": 561.51, "word": " يطور", "probability": 0.9588216145833334}, {"start": 561.51, "end": 561.99, "word": " حاله", "probability": 0.9881184895833334}, {"start": 561.99, "end": 562.49, "word": " او", "probability": 0.9453125}, {"start": 562.49, "end": 563.07, "word": " يتكيف", "probability": 0.8968505859375}, {"start": 563.07, "end": 563.69, "word": " زي", "probability": 0.9111328125}, {"start": 563.69, "end": 564.01, "word": " ال", "probability": 0.313720703125}, {"start": 564.01, "end": 564.23, "word": " neural", "probability": 0.66748046875}, {"start": 564.23, "end": 564.71, "word": " network", "probability": 0.953125}, {"start": 564.71, "end": 564.85, "word": " و", "probability": 0.8876953125}, {"start": 564.85, "end": 564.99, "word": " ال", "probability": 0.96533203125}, {"start": 564.99, "end": 565.41, "word": " genetic", "probability": 0.7763671875}, {"start": 565.41, "end": 566.11, "word": " طيب", "probability": 0.9640299479166666}, {"start": 566.11, "end": 566.35, "word": " ال", "probability": 0.95556640625}, {"start": 566.35, "end": 566.67, "word": " learning", "probability": 0.95751953125}, {"start": 566.67, "end": 567.09, "word": " ability", "probability": 0.96142578125}], "temperature": 1.0}, {"id": 27, "seek": 58762, "start": 568.2, "end": 587.62, "text": "إنه يدرب حاله يعني يتعلم لحاله طبعا كانت فكرة اتعلم لحاله مفقودة تماما في الفظي الفظي بعطيه role بقدرش يغيرها خلاص هي role انتهى طب يا عم ال role فيها أصلا غلط درب حالك و اتعرف على الخطأ و ده و .. و .. و خليني أقول عدل الخطأ", "tokens": [28814, 1863, 3224, 7251, 3215, 25513, 11331, 6027, 3224, 37495, 22653, 7251, 2655, 3615, 19528, 5296, 5016, 6027, 3224, 23032, 3555, 3615, 995, 25961, 2655, 6156, 4117, 25720, 1975, 2655, 3615, 19528, 5296, 5016, 6027, 3224, 3714, 5172, 4587, 23328, 3660, 46811, 10943, 995, 8978, 27188, 19913, 1829, 27188, 19913, 1829, 4724, 3615, 9566, 1829, 3224, 3090, 4724, 28543, 2288, 8592, 7251, 17082, 13546, 11296, 16490, 1211, 33546, 39896, 3090, 16472, 47395, 7578, 23032, 3555, 35186, 6225, 2304, 2423, 3090, 8978, 11296, 5551, 9381, 15040, 32771, 1211, 9566, 11778, 25513, 11331, 6027, 4117, 4032, 1975, 2655, 3615, 28480, 15844, 33962, 9566, 10721, 4032, 11778, 3224, 4032, 4386, 4032, 4386, 4032, 16490, 1211, 9957, 1829, 5551, 39648, 6225, 3215, 1211, 33962, 9566, 10721], "avg_logprob": -0.15167682951058797, "compression_ratio": 1.8731707317073172, "no_speech_prob": 1.9550323486328125e-05, "words": [{"start": 568.2, "end": 568.62, "word": "إنه", "probability": 0.759765625}, {"start": 568.62, "end": 569.34, "word": " يدرب", "probability": 0.9410807291666666}, {"start": 569.34, "end": 570.1, "word": " حاله", "probability": 0.98388671875}, {"start": 570.1, "end": 570.5, "word": " يعني", "probability": 0.781005859375}, {"start": 570.5, "end": 571.06, "word": " يتعلم", "probability": 0.9798583984375}, {"start": 571.06, "end": 571.66, "word": " لحاله", "probability": 0.9925537109375}, {"start": 571.66, "end": 572.14, "word": " طبعا", "probability": 0.915771484375}, {"start": 572.14, "end": 572.58, "word": " كانت", "probability": 0.94287109375}, {"start": 572.58, "end": 573.58, "word": " فكرة", "probability": 0.9430338541666666}, {"start": 573.58, "end": 573.96, "word": " اتعلم", "probability": 0.8525390625}, {"start": 573.96, "end": 574.34, "word": " لحاله", "probability": 0.99365234375}, {"start": 574.34, "end": 574.72, "word": " مفقودة", "probability": 0.93447265625}, {"start": 574.72, "end": 575.02, "word": " تماما", "probability": 0.9864908854166666}, {"start": 575.02, "end": 575.12, "word": " في", "probability": 0.896484375}, {"start": 575.12, "end": 575.48, "word": " الفظي", "probability": 0.63720703125}, {"start": 575.48, "end": 576.36, "word": " الفظي", "probability": 0.87841796875}, {"start": 576.36, "end": 576.8, "word": " بعطيه", "probability": 0.75830078125}, {"start": 576.8, "end": 577.02, "word": " role", "probability": 0.74951171875}, {"start": 577.02, "end": 577.66, "word": " بقدرش", "probability": 0.7789306640625}, {"start": 577.66, "end": 578.16, "word": " يغيرها", "probability": 0.9801025390625}, {"start": 578.16, "end": 579.1, "word": " خلاص", "probability": 0.9680989583333334}, {"start": 579.1, "end": 579.48, "word": " هي", "probability": 0.84716796875}, {"start": 579.48, "end": 579.86, "word": " role", "probability": 0.822265625}, {"start": 579.86, "end": 580.42, "word": " انتهى", "probability": 0.89013671875}, {"start": 580.42, "end": 580.8, "word": " طب", "probability": 0.800537109375}, {"start": 580.8, "end": 580.9, "word": " يا", "probability": 0.84716796875}, {"start": 580.9, "end": 581.04, "word": " عم", "probability": 0.960693359375}, {"start": 581.04, "end": 581.16, "word": " ال", "probability": 0.96826171875}, {"start": 581.16, "end": 581.34, "word": " role", "probability": 0.89453125}, {"start": 581.34, "end": 581.58, "word": " فيها", "probability": 0.99169921875}, {"start": 581.58, "end": 581.86, "word": " أصلا", "probability": 0.9182942708333334}, {"start": 581.86, "end": 582.1, "word": " غلط", "probability": 0.9938151041666666}, {"start": 582.1, "end": 582.44, "word": " درب", "probability": 0.5941162109375}, {"start": 582.44, "end": 582.96, "word": " حالك", "probability": 0.9973958333333334}, {"start": 582.96, "end": 583.34, "word": " و", "probability": 0.80810546875}, {"start": 583.34, "end": 583.8, "word": " اتعرف", "probability": 0.9393310546875}, {"start": 583.8, "end": 584.0, "word": " على", "probability": 0.89990234375}, {"start": 584.0, "end": 584.4, "word": " الخطأ", "probability": 0.99560546875}, {"start": 584.4, "end": 584.6, "word": " و", "probability": 0.86376953125}, {"start": 584.6, "end": 584.8, "word": " ده", "probability": 0.921142578125}, {"start": 584.8, "end": 585.08, "word": " و", "probability": 0.69970703125}, {"start": 585.08, "end": 585.34, "word": " ..", "probability": 0.46240234375}, {"start": 585.34, "end": 585.34, "word": " و", "probability": 0.74560546875}, {"start": 585.34, "end": 585.52, "word": " ..", "probability": 0.72998046875}, {"start": 585.52, "end": 585.76, "word": " و", "probability": 0.5009765625}, {"start": 585.76, "end": 586.18, "word": " خليني", "probability": 0.633544921875}, {"start": 586.18, "end": 586.4, "word": " أقول", "probability": 0.84033203125}, {"start": 586.4, "end": 587.2, "word": " عدل", "probability": 0.9365234375}, {"start": 587.2, "end": 587.62, "word": " الخطأ", "probability": 0.9957682291666666}], "temperature": 1.0}, {"id": 28, "seek": 61305, "start": 588.12, "end": 613.06, "text": "فش مجال فش مجال فال genetic algorithm هنا اللي عرفوا ان الفزي وجعت في النقطة هذه طبعا ال expert system اكيد من بابله انه هيقع بدري بدري في النقطة هذه لكن ان يورا ال network و ال genetic لأ في عندهم امكانية ان يدربوا حالهم يدربوا حالهم في الموضوع مافيش مشكلة في المقابل ال explanation ability ال explanation ability اللي هي المقصود فيها القدرة على الشرح", "tokens": [5172, 8592, 3714, 7435, 6027, 6156, 8592, 3714, 7435, 6027, 6156, 6027, 12462, 9284, 34105, 13672, 1829, 6225, 28480, 14407, 16472, 27188, 11622, 1829, 49610, 34268, 8978, 28239, 47432, 3660, 29538, 23032, 3555, 3615, 995, 2423, 5844, 1185, 1975, 4117, 25708, 9154, 4724, 16758, 43761, 16472, 3224, 39896, 4587, 3615, 47525, 16572, 47525, 16572, 8978, 28239, 47432, 3660, 29538, 44381, 16472, 7251, 13063, 995, 2423, 3209, 4032, 2423, 12462, 5296, 10721, 8978, 43242, 16095, 1975, 2304, 41361, 10632, 16472, 7251, 3215, 25513, 14407, 11331, 6027, 16095, 7251, 3215, 25513, 14407, 11331, 6027, 16095, 8978, 9673, 2407, 11242, 45367, 19446, 41185, 8592, 37893, 28820, 3660, 8978, 9673, 4587, 16758, 1211, 2423, 10835, 3485, 2423, 10835, 3485, 13672, 1829, 39896, 9673, 4587, 9381, 23328, 8978, 11296, 25062, 3215, 25720, 15844, 25124, 2288, 5016], "avg_logprob": -0.14275568599502245, "compression_ratio": 2.0252707581227436, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 588.12, "end": 588.32, "word": "فش", "probability": 0.421142578125}, {"start": 588.32, "end": 588.7, "word": " مجال", "probability": 0.9969075520833334}, {"start": 588.7, "end": 589.12, "word": " فش", "probability": 0.630859375}, {"start": 589.12, "end": 589.46, "word": " مجال", "probability": 0.9969075520833334}, {"start": 589.46, "end": 589.8, "word": " فال", "probability": 0.71337890625}, {"start": 589.8, "end": 590.02, "word": " genetic", "probability": 0.8525390625}, {"start": 590.02, "end": 590.42, "word": " algorithm", "probability": 0.9306640625}, {"start": 590.42, "end": 590.68, "word": " هنا", "probability": 0.88232421875}, {"start": 590.68, "end": 591.4, "word": " اللي", "probability": 0.936767578125}, {"start": 591.4, "end": 591.76, "word": " عرفوا", "probability": 0.6055501302083334}, {"start": 591.76, "end": 591.82, "word": " ان", "probability": 0.5302734375}, {"start": 591.82, "end": 592.26, "word": " الفزي", "probability": 0.82958984375}, {"start": 592.26, "end": 592.82, "word": " وجعت", "probability": 0.8125}, {"start": 592.82, "end": 592.92, "word": " في", "probability": 0.8740234375}, {"start": 592.92, "end": 593.26, "word": " النقطة", "probability": 0.9762369791666666}, {"start": 593.26, "end": 593.46, "word": " هذه", "probability": 0.7890625}, {"start": 593.46, "end": 593.72, "word": " طبعا", "probability": 0.9183349609375}, {"start": 593.72, "end": 593.82, "word": " ال", "probability": 0.94287109375}, {"start": 593.82, "end": 594.16, "word": " expert", "probability": 0.92431640625}, {"start": 594.16, "end": 595.16, "word": " system", "probability": 0.95751953125}, {"start": 595.16, "end": 595.56, "word": " اكيد", "probability": 0.8076171875}, {"start": 595.56, "end": 595.78, "word": " من", "probability": 0.95849609375}, {"start": 595.78, "end": 596.1, "word": " بابله", "probability": 0.8138020833333334}, {"start": 596.1, "end": 596.3, "word": " انه", "probability": 0.91162109375}, {"start": 596.3, "end": 596.56, "word": " هيقع", "probability": 0.95263671875}, {"start": 596.56, "end": 596.82, "word": " بدري", "probability": 0.953857421875}, {"start": 596.82, "end": 597.1, "word": " بدري", "probability": 0.9853515625}, {"start": 597.1, "end": 597.5, "word": " في", "probability": 0.9140625}, {"start": 597.5, "end": 597.82, "word": " النقطة", "probability": 0.986328125}, {"start": 597.82, "end": 597.96, "word": " هذه", "probability": 0.94140625}, {"start": 597.96, "end": 598.34, "word": " لكن", "probability": 0.8525390625}, {"start": 598.34, "end": 598.78, "word": " ان", "probability": 0.387451171875}, {"start": 598.78, "end": 599.02, "word": " يورا", "probability": 0.7508138020833334}, {"start": 599.02, "end": 599.1, "word": " ال", "probability": 0.978515625}, {"start": 599.1, "end": 599.48, "word": " network", "probability": 0.96142578125}, {"start": 599.48, "end": 599.64, "word": " و", "probability": 0.7080078125}, {"start": 599.64, "end": 599.72, "word": " ال", "probability": 0.86181640625}, {"start": 599.72, "end": 600.04, "word": " genetic", "probability": 0.93798828125}, {"start": 600.04, "end": 600.28, "word": " لأ", "probability": 0.90380859375}, {"start": 600.28, "end": 600.4, "word": " في", "probability": 0.71435546875}, {"start": 600.4, "end": 600.62, "word": " عندهم", "probability": 0.91552734375}, {"start": 600.62, "end": 601.0, "word": " امكانية", "probability": 0.8465576171875}, {"start": 601.0, "end": 601.08, "word": " ان", "probability": 0.86279296875}, {"start": 601.08, "end": 601.52, "word": " يدربوا", "probability": 0.841552734375}, {"start": 601.52, "end": 601.94, "word": " حالهم", "probability": 0.9827473958333334}, {"start": 601.94, "end": 602.88, "word": " يدربوا", "probability": 0.91259765625}, {"start": 602.88, "end": 603.22, "word": " حالهم", "probability": 0.9918619791666666}, {"start": 603.22, "end": 604.1, "word": " في", "probability": 0.97021484375}, {"start": 604.1, "end": 604.4, "word": " الموضوع", "probability": 0.9981689453125}, {"start": 604.4, "end": 604.7, "word": " مافيش", "probability": 0.9412434895833334}, {"start": 604.7, "end": 605.1, "word": " مشكلة", "probability": 0.99072265625}, {"start": 605.1, "end": 605.44, "word": " في", "probability": 0.6474609375}, {"start": 605.44, "end": 605.9, "word": " المقابل", "probability": 0.9488525390625}, {"start": 605.9, "end": 606.58, "word": " ال", "probability": 0.85791015625}, {"start": 606.58, "end": 608.1, "word": " explanation", "probability": 0.86181640625}, {"start": 608.1, "end": 609.06, "word": " ability", "probability": 0.59521484375}, {"start": 609.06, "end": 609.38, "word": " ال", "probability": 0.904296875}, {"start": 609.38, "end": 609.7, "word": " explanation", "probability": 0.92236328125}, {"start": 609.7, "end": 610.24, "word": " ability", "probability": 0.9267578125}, {"start": 610.24, "end": 610.96, "word": " اللي", "probability": 0.937255859375}, {"start": 610.96, "end": 611.1, "word": " هي", "probability": 0.62841796875}, {"start": 611.1, "end": 611.48, "word": " المقصود", "probability": 0.9906005859375}, {"start": 611.48, "end": 611.78, "word": " فيها", "probability": 0.992431640625}, {"start": 611.78, "end": 612.4, "word": " القدرة", "probability": 0.9560546875}, {"start": 612.4, "end": 612.54, "word": " على", "probability": 0.91064453125}, {"start": 612.54, "end": 613.06, "word": " الشرح", "probability": 0.9921875}], "temperature": 1.0}, {"id": 29, "seek": 63001, "start": 613.67, "end": 630.01, "text": "القدرة على الشرح تمام القدرة على الشرح كانت عالية جدا في ال expert system و في ال fuzzy system ليش؟ لأن بكل بساطة انت على ورقة و جلم ممكن يطلعلك ال code نشرة كاملة كيف وصل للقرار تبعه", "tokens": [6027, 28543, 25720, 15844, 25124, 2288, 5016, 46811, 10943, 25062, 3215, 25720, 15844, 25124, 2288, 5016, 25961, 2655, 6225, 6027, 10632, 10874, 28259, 8978, 2423, 5844, 1185, 4032, 8978, 2423, 34710, 1185, 32239, 8592, 22807, 5296, 33456, 4724, 28820, 4724, 3794, 41193, 3660, 16472, 2655, 15844, 4032, 2288, 28671, 4032, 10874, 19528, 3714, 43020, 7251, 9566, 1211, 3615, 23275, 2423, 3089, 8717, 8592, 25720, 9122, 10943, 37977, 9122, 33911, 4032, 36520, 24976, 4587, 2288, 9640, 6055, 3555, 3615, 3224], "avg_logprob": -0.12724609784781932, "compression_ratio": 1.6236559139784945, "no_speech_prob": 1.8477439880371094e-06, "words": [{"start": 613.67, "end": 614.15, "word": "القدرة", "probability": 0.8470052083333334}, {"start": 614.15, "end": 614.55, "word": " على", "probability": 0.77880859375}, {"start": 614.55, "end": 614.91, "word": " الشرح", "probability": 0.97998046875}, {"start": 614.91, "end": 615.39, "word": " تمام", "probability": 0.934814453125}, {"start": 615.39, "end": 616.07, "word": " القدرة", "probability": 0.9484049479166666}, {"start": 616.07, "end": 616.19, "word": " على", "probability": 0.71630859375}, {"start": 616.19, "end": 616.45, "word": " الشرح", "probability": 0.9892578125}, {"start": 616.45, "end": 616.83, "word": " كانت", "probability": 0.988037109375}, {"start": 616.83, "end": 617.31, "word": " عالية", "probability": 0.9736328125}, {"start": 617.31, "end": 617.79, "word": " جدا", "probability": 0.97802734375}, {"start": 617.79, "end": 618.43, "word": " في", "probability": 0.82763671875}, {"start": 618.43, "end": 618.65, "word": " ال", "probability": 0.89111328125}, {"start": 618.65, "end": 619.65, "word": " expert", "probability": 0.6083984375}, {"start": 619.65, "end": 620.69, "word": " system", "probability": 0.958984375}, {"start": 620.69, "end": 620.89, "word": " و", "probability": 0.9130859375}, {"start": 620.89, "end": 620.95, "word": " في", "probability": 0.417236328125}, {"start": 620.95, "end": 621.05, "word": " ال", "probability": 0.8818359375}, {"start": 621.05, "end": 621.23, "word": " fuzzy", "probability": 0.93896484375}, {"start": 621.23, "end": 621.65, "word": " system", "probability": 0.97119140625}, {"start": 621.65, "end": 622.31, "word": " ليش؟", "probability": 0.6194661458333334}, {"start": 622.31, "end": 622.49, "word": " لأن", "probability": 0.86767578125}, {"start": 622.49, "end": 622.73, "word": " بكل", "probability": 0.886962890625}, {"start": 622.73, "end": 623.09, "word": " بساطة", "probability": 0.9857177734375}, {"start": 623.09, "end": 623.21, "word": " انت", "probability": 0.722412109375}, {"start": 623.21, "end": 623.35, "word": " على", "probability": 0.8251953125}, {"start": 623.35, "end": 623.61, "word": " ورقة", "probability": 0.8693033854166666}, {"start": 623.61, "end": 623.75, "word": " و", "probability": 0.6669921875}, {"start": 623.75, "end": 623.97, "word": " جلم", "probability": 0.901123046875}, {"start": 623.97, "end": 624.47, "word": " ممكن", "probability": 0.968994140625}, {"start": 624.47, "end": 624.99, "word": " يطلعلك", "probability": 0.89521484375}, {"start": 624.99, "end": 625.21, "word": " ال", "probability": 0.9404296875}, {"start": 625.21, "end": 626.23, "word": " code", "probability": 0.81689453125}, {"start": 626.23, "end": 627.71, "word": " نشرة", "probability": 0.8904622395833334}, {"start": 627.71, "end": 628.19, "word": " كاملة", "probability": 0.9840494791666666}, {"start": 628.19, "end": 628.63, "word": " كيف", "probability": 0.903076171875}, {"start": 628.63, "end": 628.97, "word": " وصل", "probability": 0.970703125}, {"start": 628.97, "end": 629.57, "word": " للقرار", "probability": 0.9576416015625}, {"start": 629.57, "end": 630.01, "word": " تبعه", "probability": 0.9384765625}], "temperature": 1.0}, {"id": 30, "seek": 65100, "start": 630.62, "end": 651.0, "text": "وفي كل خطوة من الخطوات انت مدرك او حاسس بقيمته الخطوة يعني عارف ايش النتاج اللي بتطلع من كل خطوة وحاسس فيها فك ناتج نهائي انت بتكون مطمن انه ما خلاص هو هيك ناتج مظبوط يعني هذا طبعا في الاتنين دول في ال neural network .. neural network لأ", "tokens": [38688, 1829, 28242, 16490, 9566, 2407, 3660, 9154, 33962, 9566, 2407, 9307, 16472, 2655, 3714, 3215, 31747, 1975, 2407, 11331, 32277, 3794, 4724, 4587, 32640, 47395, 33962, 9566, 2407, 3660, 37495, 22653, 6225, 9640, 5172, 1975, 1829, 8592, 28239, 2655, 26108, 13672, 1829, 39894, 9566, 1211, 3615, 9154, 28242, 16490, 9566, 2407, 3660, 4032, 5016, 32277, 3794, 8978, 11296, 6156, 4117, 8717, 9307, 7435, 8717, 3224, 16373, 1829, 16472, 2655, 39894, 30544, 3714, 9566, 27842, 16472, 3224, 19446, 16490, 1211, 33546, 31439, 39896, 4117, 8717, 9307, 7435, 3714, 19913, 3555, 2407, 9566, 37495, 22653, 23758, 23032, 3555, 3615, 995, 8978, 2423, 9307, 1863, 9957, 11778, 12610, 8978, 2423, 18161, 3209, 4386, 18161, 3209, 5296, 10721], "avg_logprob": -0.14089440284618016, "compression_ratio": 1.8341013824884793, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 630.62, "end": 630.98, "word": "وفي", "probability": 0.659912109375}, {"start": 630.98, "end": 631.14, "word": " كل", "probability": 0.986328125}, {"start": 631.14, "end": 631.4, "word": " خطوة", "probability": 0.990234375}, {"start": 631.4, "end": 631.5, "word": " من", "probability": 0.98876953125}, {"start": 631.5, "end": 631.88, "word": " الخطوات", "probability": 0.98291015625}, {"start": 631.88, "end": 632.16, "word": " انت", "probability": 0.7440185546875}, {"start": 632.16, "end": 632.72, "word": " مدرك", "probability": 0.9637044270833334}, {"start": 632.72, "end": 633.32, "word": " او", "probability": 0.842041015625}, {"start": 633.32, "end": 633.88, "word": " حاسس", "probability": 0.9964192708333334}, {"start": 633.88, "end": 634.4, "word": " بقيمته", "probability": 0.959228515625}, {"start": 634.4, "end": 634.84, "word": " الخطوة", "probability": 0.98486328125}, {"start": 634.84, "end": 635.7, "word": " يعني", "probability": 0.85595703125}, {"start": 635.7, "end": 636.04, "word": " عارف", "probability": 0.9820963541666666}, {"start": 636.04, "end": 636.2, "word": " ايش", "probability": 0.8512369791666666}, {"start": 636.2, "end": 636.62, "word": " النتاج", "probability": 0.7517903645833334}, {"start": 636.62, "end": 636.74, "word": " اللي", "probability": 0.882080078125}, {"start": 636.74, "end": 637.04, "word": " بتطلع", "probability": 0.98046875}, {"start": 637.04, "end": 637.14, "word": " من", "probability": 0.9892578125}, {"start": 637.14, "end": 637.36, "word": " كل", "probability": 0.9765625}, {"start": 637.36, "end": 637.82, "word": " خطوة", "probability": 0.9931640625}, {"start": 637.82, "end": 638.58, "word": " وحاسس", "probability": 0.9384765625}, {"start": 638.58, "end": 638.98, "word": " فيها", "probability": 0.9873046875}, {"start": 638.98, "end": 639.98, "word": " فك", "probability": 0.850830078125}, {"start": 639.98, "end": 641.76, "word": " ناتج", "probability": 0.63525390625}, {"start": 641.76, "end": 642.28, "word": " نهائي", "probability": 0.9849853515625}, {"start": 642.28, "end": 642.6, "word": " انت", "probability": 0.922119140625}, {"start": 642.6, "end": 642.88, "word": " بتكون", "probability": 0.974365234375}, {"start": 642.88, "end": 643.36, "word": " مطمن", "probability": 0.712890625}, {"start": 643.36, "end": 644.18, "word": " انه", "probability": 0.906982421875}, {"start": 644.18, "end": 644.36, "word": " ما", "probability": 0.53857421875}, {"start": 644.36, "end": 644.64, "word": " خلاص", "probability": 0.9443359375}, {"start": 644.64, "end": 644.92, "word": " هو", "probability": 0.7373046875}, {"start": 644.92, "end": 645.14, "word": " هيك", "probability": 0.967041015625}, {"start": 645.14, "end": 645.5, "word": " ناتج", "probability": 0.9571940104166666}, {"start": 645.5, "end": 646.3, "word": " مظبوط", "probability": 0.86494140625}, {"start": 646.3, "end": 646.6, "word": " يعني", "probability": 0.75048828125}, {"start": 646.6, "end": 647.0, "word": " هذا", "probability": 0.71533203125}, {"start": 647.0, "end": 647.24, "word": " طبعا", "probability": 0.942626953125}, {"start": 647.24, "end": 647.34, "word": " في", "probability": 0.7841796875}, {"start": 647.34, "end": 647.56, "word": " الاتنين", "probability": 0.83807373046875}, {"start": 647.56, "end": 647.78, "word": " دول", "probability": 0.66259765625}, {"start": 647.78, "end": 648.34, "word": " في", "probability": 0.7890625}, {"start": 648.34, "end": 648.88, "word": " ال", "probability": 0.92919921875}, {"start": 648.88, "end": 649.5, "word": " neural", "probability": 0.9033203125}, {"start": 649.5, "end": 650.04, "word": " network", "probability": 0.966796875}, {"start": 650.04, "end": 650.16, "word": " ..", "probability": 0.297119140625}, {"start": 650.16, "end": 650.34, "word": " neural", "probability": 0.71044921875}, {"start": 650.34, "end": 650.76, "word": " network", "probability": 0.98583984375}, {"start": 650.76, "end": 651.0, "word": " لأ", "probability": 0.931884765625}], "temperature": 1.0}, {"id": 31, "seek": 68044, "start": 651.66, "end": 680.44, "text": "لأن احنا قلنا انا بتعامل مع ال neural network عساس ان هي خصوصا في ال hidden layer لما يكون فيها مجموعة hidden layers انا مش عارف ايش لازم يطلع فلما يقول ان ال hidden layer قيمته 15 او قيمته 14.5 او قيمته صفر ماعنديش اي احساس ابدا ان هويك صح ولا غلط اساسا هي hidden layer و فيها hidden neurons ال neurons هذه انا مش عارف هي صح غلط ماعنديش اي معلومة الحقيقة مسبقة فاطلاقا", "tokens": [1211, 33456, 1975, 5016, 8315, 12174, 1211, 8315, 1975, 8315, 39894, 3615, 10943, 1211, 20449, 2423, 18161, 3209, 6225, 3794, 32277, 16472, 39896, 16490, 9381, 2407, 9381, 995, 8978, 2423, 7633, 4583, 5296, 15042, 7251, 30544, 8978, 11296, 3714, 7435, 2304, 2407, 27884, 7633, 7914, 1975, 8315, 37893, 6225, 9640, 5172, 1975, 1829, 8592, 5296, 31377, 2304, 7251, 9566, 1211, 3615, 6156, 1211, 15042, 7251, 39648, 16472, 2423, 7633, 4583, 12174, 32640, 47395, 2119, 1975, 2407, 12174, 32640, 47395, 3499, 13, 20, 1975, 2407, 12174, 32640, 47395, 20328, 5172, 2288, 19446, 3615, 1863, 16254, 8592, 1975, 1829, 1975, 5016, 3794, 32277, 48127, 28259, 16472, 31439, 1829, 4117, 20328, 5016, 49429, 32771, 1211, 9566, 24525, 32277, 995, 39896, 7633, 4583, 4032, 8978, 11296, 7633, 22027, 2423, 22027, 29538, 1975, 8315, 37893, 6225, 9640, 5172, 39896, 20328, 5016, 32771, 1211, 9566, 19446, 3615, 1863, 16254, 8592, 1975, 1829, 20449, 1211, 20498, 3660, 21542, 38436, 28671, 3714, 35457, 28671, 6156, 41193, 15040, 4587, 995], "avg_logprob": -0.15133101364344725, "compression_ratio": 2.013888888888889, "no_speech_prob": 0.0, "words": [{"start": 651.66, "end": 651.98, "word": "لأن", "probability": 0.90283203125}, {"start": 651.98, "end": 652.2, "word": " احنا", "probability": 0.7440592447916666}, {"start": 652.2, "end": 652.52, "word": " قلنا", "probability": 0.9484049479166666}, {"start": 652.52, "end": 652.98, "word": " انا", "probability": 0.6849365234375}, {"start": 652.98, "end": 653.54, "word": " بتعامل", "probability": 0.9644775390625}, {"start": 653.54, "end": 653.82, "word": " مع", "probability": 0.994140625}, {"start": 653.82, "end": 654.44, "word": " ال", "probability": 0.9560546875}, {"start": 654.44, "end": 654.66, "word": " neural", "probability": 0.407958984375}, {"start": 654.66, "end": 655.2, "word": " network", "probability": 0.96435546875}, {"start": 655.2, "end": 655.48, "word": " عساس", "probability": 0.7236328125}, {"start": 655.48, "end": 655.6, "word": " ان", "probability": 0.7119140625}, {"start": 655.6, "end": 655.78, "word": " هي", "probability": 0.80908203125}, {"start": 655.78, "end": 656.24, "word": " خصوصا", "probability": 0.94404296875}, {"start": 656.24, "end": 656.34, "word": " في", "probability": 0.94189453125}, {"start": 656.34, "end": 656.44, "word": " ال", "probability": 0.96142578125}, {"start": 656.44, "end": 656.62, "word": " hidden", "probability": 0.78125}, {"start": 656.62, "end": 656.98, "word": " layer", "probability": 0.81494140625}, {"start": 656.98, "end": 657.36, "word": " لما", "probability": 0.865478515625}, {"start": 657.36, "end": 657.52, "word": " يكون", "probability": 0.973388671875}, {"start": 657.52, "end": 657.7, "word": " فيها", "probability": 0.88330078125}, {"start": 657.7, "end": 657.94, "word": " مجموعة", "probability": 0.909765625}, {"start": 657.94, "end": 658.14, "word": " hidden", "probability": 0.79736328125}, {"start": 658.14, "end": 658.36, "word": " layers", "probability": 0.7314453125}, {"start": 658.36, "end": 658.54, "word": " انا", "probability": 0.685302734375}, {"start": 658.54, "end": 658.68, "word": " مش", "probability": 0.990234375}, {"start": 658.68, "end": 658.9, "word": " عارف", "probability": 0.9967447916666666}, {"start": 658.9, "end": 659.04, "word": " ايش", "probability": 0.8494466145833334}, {"start": 659.04, "end": 659.26, "word": " لازم", "probability": 0.9850260416666666}, {"start": 659.26, "end": 659.9, "word": " يطلع", "probability": 0.99462890625}, {"start": 659.9, "end": 660.94, "word": " فلما", "probability": 0.697509765625}, {"start": 660.94, "end": 661.2, "word": " يقول", "probability": 0.98974609375}, {"start": 661.2, "end": 661.34, "word": " ان", "probability": 0.63427734375}, {"start": 661.34, "end": 661.46, "word": " ال", "probability": 0.84619140625}, {"start": 661.46, "end": 661.62, "word": " hidden", "probability": 0.88427734375}, {"start": 661.62, "end": 661.84, "word": " layer", "probability": 0.93310546875}, {"start": 661.84, "end": 662.18, "word": " قيمته", "probability": 0.9951171875}, {"start": 662.18, "end": 662.56, "word": " 15", "probability": 0.6328125}, {"start": 662.56, "end": 663.76, "word": " او", "probability": 0.8935546875}, {"start": 663.76, "end": 664.06, "word": " قيمته", "probability": 0.9669596354166666}, {"start": 664.06, "end": 664.4, "word": " 14", "probability": 0.74267578125}, {"start": 664.4, "end": 664.74, "word": ".5", "probability": 0.906005859375}, {"start": 664.74, "end": 665.24, "word": " او", "probability": 0.921630859375}, {"start": 665.24, "end": 665.64, "word": " قيمته", "probability": 0.9860026041666666}, {"start": 665.64, "end": 666.14, "word": " صفر", "probability": 0.8203125}, {"start": 666.14, "end": 667.26, "word": " ماعنديش", "probability": 0.9572265625}, {"start": 667.26, "end": 667.5, "word": " اي", "probability": 0.949951171875}, {"start": 667.5, "end": 667.96, "word": " احساس", "probability": 0.9501953125}, {"start": 667.96, "end": 668.42, "word": " ابدا", "probability": 0.78662109375}, {"start": 668.42, "end": 668.62, "word": " ان", "probability": 0.84765625}, {"start": 668.62, "end": 668.88, "word": " هويك", "probability": 0.6328938802083334}, {"start": 668.88, "end": 669.1, "word": " صح", "probability": 0.99267578125}, {"start": 669.1, "end": 669.32, "word": " ولا", "probability": 0.8935546875}, {"start": 669.32, "end": 669.6, "word": " غلط", "probability": 0.9967447916666666}, {"start": 669.6, "end": 670.56, "word": " اساسا", "probability": 0.7699381510416666}, {"start": 670.56, "end": 670.84, "word": " هي", "probability": 0.529296875}, {"start": 670.84, "end": 671.14, "word": " hidden", "probability": 0.8876953125}, {"start": 671.14, "end": 671.46, "word": " layer", "probability": 0.93896484375}, {"start": 671.46, "end": 671.9, "word": " و", "probability": 0.9638671875}, {"start": 671.9, "end": 672.14, "word": " فيها", "probability": 0.7325439453125}, {"start": 672.14, "end": 672.46, "word": " hidden", "probability": 0.921875}, {"start": 672.46, "end": 673.94, "word": " neurons", "probability": 0.9638671875}, {"start": 673.94, "end": 674.38, "word": " ال", "probability": 0.21142578125}, {"start": 674.38, "end": 674.64, "word": " neurons", "probability": 0.89404296875}, {"start": 674.64, "end": 674.92, "word": " هذه", "probability": 0.59375}, {"start": 674.92, "end": 675.06, "word": " انا", "probability": 0.885009765625}, {"start": 675.06, "end": 675.22, "word": " مش", "probability": 0.99072265625}, {"start": 675.22, "end": 675.44, "word": " عارف", "probability": 0.994140625}, {"start": 675.44, "end": 675.56, "word": " هي", "probability": 0.765625}, {"start": 675.56, "end": 675.84, "word": " صح", "probability": 0.992919921875}, {"start": 675.84, "end": 676.2, "word": " غلط", "probability": 0.9371744791666666}, {"start": 676.2, "end": 677.3, "word": " ماعنديش", "probability": 0.92138671875}, {"start": 677.3, "end": 677.44, "word": " اي", "probability": 0.95751953125}, {"start": 677.44, "end": 677.84, "word": " معلومة", "probability": 0.994384765625}, {"start": 677.84, "end": 678.28, "word": " الحقيقة", "probability": 0.9573567708333334}, {"start": 678.28, "end": 679.1, "word": " مسبقة", "probability": 0.9127604166666666}, {"start": 679.1, "end": 680.44, "word": " فاطلاقا", "probability": 0.914453125}], "temperature": 1.0}, {"id": 32, "seek": 71027, "start": 681.17, "end": 710.27, "text": "مافيش مجال ان اعمل explanation لطريقة الحل اني ابرر انا ليش اكتلعت الناتج بينما خفيفة جدا في ال genetic algorithm هتكون صعبة كتير في ال genetic algorithm فنفس الكلام فهدولا بدنا نركز على النقطة هذه لان هذا عنصر مميز جدا هنشوف ايش كمان طيب بالنسبة لل knowledge discovery and data mining اللي هي كيف انا ممكن لو جاتني data فيها مشكلة انا اعدلها", "tokens": [15042, 41185, 8592, 3714, 7435, 6027, 16472, 1975, 25957, 1211, 10835, 5296, 9566, 16572, 28671, 21542, 1211, 16472, 1829, 1975, 26890, 2288, 1975, 8315, 32239, 8592, 1975, 4117, 2655, 1211, 34268, 28239, 9307, 7435, 49374, 15042, 16490, 5172, 33911, 3660, 10874, 28259, 8978, 2423, 12462, 9284, 8032, 2655, 30544, 20328, 3615, 49401, 9122, 2655, 13546, 8978, 2423, 12462, 9284, 6156, 1863, 36178, 2423, 28820, 10943, 6156, 3224, 3215, 12610, 995, 47525, 8315, 8717, 31747, 11622, 15844, 28239, 47432, 3660, 29538, 5296, 7649, 23758, 18871, 9381, 2288, 3714, 2304, 1829, 11622, 10874, 28259, 8032, 1863, 8592, 38688, 1975, 1829, 8592, 9122, 2304, 7649, 23032, 1829, 3555, 20666, 1863, 35457, 3660, 24976, 3601, 12114, 293, 1412, 15512, 13672, 1829, 39896, 9122, 33911, 1975, 8315, 3714, 43020, 45164, 10874, 9307, 22653, 1412, 8978, 11296, 37893, 28820, 3660, 1975, 8315, 1975, 22488, 1211, 11296], "avg_logprob": -0.13685726527626632, "compression_ratio": 1.7435897435897436, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 681.17, "end": 681.63, "word": "مافيش", "probability": 0.86865234375}, {"start": 681.63, "end": 681.97, "word": " مجال", "probability": 0.9952799479166666}, {"start": 681.97, "end": 682.11, "word": " ان", "probability": 0.54736328125}, {"start": 682.11, "end": 682.39, "word": " اعمل", "probability": 0.9156901041666666}, {"start": 682.39, "end": 683.51, "word": " explanation", "probability": 0.853515625}, {"start": 683.51, "end": 685.85, "word": " لطريقة", "probability": 0.9246826171875}, {"start": 685.85, "end": 686.21, "word": " الحل", "probability": 0.988037109375}, {"start": 686.21, "end": 686.53, "word": " اني", "probability": 0.4991455078125}, {"start": 686.53, "end": 687.23, "word": " ابرر", "probability": 0.7899576822916666}, {"start": 687.23, "end": 687.47, "word": " انا", "probability": 0.76611328125}, {"start": 687.47, "end": 687.65, "word": " ليش", "probability": 0.9365234375}, {"start": 687.65, "end": 688.11, "word": " اكتلعت", "probability": 0.79716796875}, {"start": 688.11, "end": 688.59, "word": " الناتج", "probability": 0.7880045572916666}, {"start": 688.59, "end": 689.45, "word": " بينما", "probability": 0.78857421875}, {"start": 689.45, "end": 690.49, "word": " خفيفة", "probability": 0.9423828125}, {"start": 690.49, "end": 690.97, "word": " جدا", "probability": 0.98974609375}, {"start": 690.97, "end": 691.21, "word": " في", "probability": 0.8046875}, {"start": 691.21, "end": 691.27, "word": " ال", "probability": 0.8818359375}, {"start": 691.27, "end": 691.51, "word": " genetic", "probability": 0.84326171875}, {"start": 691.51, "end": 691.99, "word": " algorithm", "probability": 0.9267578125}, {"start": 691.99, "end": 692.77, "word": " هتكون", "probability": 0.8292643229166666}, {"start": 692.77, "end": 693.11, "word": " صعبة", "probability": 0.9812825520833334}, {"start": 693.11, "end": 693.37, "word": " كتير", "probability": 0.947265625}, {"start": 693.37, "end": 693.51, "word": " في", "probability": 0.89013671875}, {"start": 693.51, "end": 693.55, "word": " ال", "probability": 0.95703125}, {"start": 693.55, "end": 693.71, "word": " genetic", "probability": 0.89697265625}, {"start": 693.71, "end": 694.13, "word": " algorithm", "probability": 0.916015625}, {"start": 694.13, "end": 694.73, "word": " فنفس", "probability": 0.81982421875}, {"start": 694.73, "end": 695.05, "word": " الكلام", "probability": 0.9658203125}, {"start": 695.05, "end": 695.61, "word": " فهدولا", "probability": 0.84287109375}, {"start": 695.61, "end": 696.15, "word": " بدنا", "probability": 0.8935546875}, {"start": 696.15, "end": 696.47, "word": " نركز", "probability": 0.9847005208333334}, {"start": 696.47, "end": 696.57, "word": " على", "probability": 0.69287109375}, {"start": 696.57, "end": 696.91, "word": " النقطة", "probability": 0.9620768229166666}, {"start": 696.91, "end": 697.05, "word": " هذه", "probability": 0.28857421875}, {"start": 697.05, "end": 697.25, "word": " لان", "probability": 0.7138671875}, {"start": 697.25, "end": 697.53, "word": " هذا", "probability": 0.472900390625}, {"start": 697.53, "end": 698.73, "word": " عنصر", "probability": 0.8761393229166666}, {"start": 698.73, "end": 699.45, "word": " مميز", "probability": 0.995849609375}, {"start": 699.45, "end": 700.31, "word": " جدا", "probability": 0.998046875}, {"start": 700.31, "end": 701.27, "word": " هنشوف", "probability": 0.9111328125}, {"start": 701.27, "end": 701.45, "word": " ايش", "probability": 0.88623046875}, {"start": 701.45, "end": 701.99, "word": " كمان", "probability": 0.9856770833333334}, {"start": 701.99, "end": 702.51, "word": " طيب", "probability": 0.9197591145833334}, {"start": 702.51, "end": 702.89, "word": " بالنسبة", "probability": 0.9737548828125}, {"start": 702.89, "end": 702.99, "word": " لل", "probability": 0.92822265625}, {"start": 702.99, "end": 703.25, "word": " knowledge", "probability": 0.9404296875}, {"start": 703.25, "end": 703.91, "word": " discovery", "probability": 0.955078125}, {"start": 703.91, "end": 704.23, "word": " and", "probability": 0.8701171875}, {"start": 704.23, "end": 704.47, "word": " data", "probability": 0.95556640625}, {"start": 704.47, "end": 704.93, "word": " mining", "probability": 0.9794921875}, {"start": 704.93, "end": 705.79, "word": " اللي", "probability": 0.927978515625}, {"start": 705.79, "end": 705.99, "word": " هي", "probability": 0.90478515625}, {"start": 705.99, "end": 706.23, "word": " كيف", "probability": 0.96875}, {"start": 706.23, "end": 706.39, "word": " انا", "probability": 0.95703125}, {"start": 706.39, "end": 706.83, "word": " ممكن", "probability": 0.984130859375}, {"start": 706.83, "end": 707.77, "word": " لو", "probability": 0.9267578125}, {"start": 707.77, "end": 708.17, "word": " جاتني", "probability": 0.7041015625}, {"start": 708.17, "end": 708.45, "word": " data", "probability": 0.951171875}, {"start": 708.45, "end": 708.75, "word": " فيها", "probability": 0.985107421875}, {"start": 708.75, "end": 709.29, "word": " مشكلة", "probability": 0.98681640625}, {"start": 709.29, "end": 709.71, "word": " انا", "probability": 0.914794921875}, {"start": 709.71, "end": 710.27, "word": " اعدلها", "probability": 0.9384765625}], "temperature": 1.0}, {"id": 33, "seek": 73723, "start": 712.23, "end": 737.23, "text": "أعدلها وأختار الـ data الصح من مجموعة data مختلفة أو من مجموعة data كبيرة هذه الحقيقة المميزة فيها neural network، بلا منازع يعني، مميزة جدا في هذا الموضوع، أقل منها شويه genetic algorithm، طبعا ال fuzzy كتير، أقل، وال expert system أطلاق ما لهش علاقة، ال maintainability أو الإمكانية الصيانة", "tokens": [10721, 22488, 1211, 11296, 36725, 46456, 9640, 2423, 39184, 1412, 31767, 5016, 9154, 3714, 7435, 2304, 2407, 27884, 1412, 3714, 46456, 46538, 3660, 34051, 9154, 3714, 7435, 2304, 2407, 27884, 1412, 9122, 3555, 48923, 29538, 21542, 38436, 28671, 9673, 2304, 1829, 11622, 3660, 8978, 11296, 18161, 3209, 12399, 4724, 15040, 3714, 8315, 11622, 3615, 37495, 22653, 12399, 3714, 2304, 1829, 11622, 3660, 10874, 28259, 8978, 23758, 9673, 2407, 11242, 45367, 12399, 5551, 4587, 1211, 9154, 11296, 13412, 45865, 3224, 12462, 9284, 12399, 23032, 3555, 3615, 995, 2423, 34710, 9122, 2655, 13546, 12399, 5551, 4587, 1211, 12399, 16070, 5844, 1185, 5551, 9566, 15040, 4587, 19446, 46740, 8592, 11203, 995, 28671, 12399, 2423, 6909, 2310, 34051, 33688, 2304, 41361, 10632, 31767, 1829, 7649, 3660], "avg_logprob": -0.1991869909007375, "compression_ratio": 1.6618705035971224, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 712.23, "end": 712.97, "word": "أعدلها", "probability": 0.757080078125}, {"start": 712.97, "end": 713.71, "word": " وأختار", "probability": 0.8185221354166666}, {"start": 713.71, "end": 713.95, "word": " الـ", "probability": 0.9296875}, {"start": 713.95, "end": 714.13, "word": " data", "probability": 0.5166015625}, {"start": 714.13, "end": 714.51, "word": " الصح", "probability": 0.962890625}, {"start": 714.51, "end": 714.81, "word": " من", "probability": 0.884765625}, {"start": 714.81, "end": 715.69, "word": " مجموعة", "probability": 0.88310546875}, {"start": 715.69, "end": 716.85, "word": " data", "probability": 0.78076171875}, {"start": 716.85, "end": 717.85, "word": " مختلفة", "probability": 0.9886474609375}, {"start": 717.85, "end": 718.11, "word": " أو", "probability": 0.9462890625}, {"start": 718.11, "end": 718.27, "word": " من", "probability": 0.9716796875}, {"start": 718.27, "end": 718.57, "word": " مجموعة", "probability": 0.94248046875}, {"start": 718.57, "end": 718.83, "word": " data", "probability": 0.9375}, {"start": 718.83, "end": 719.21, "word": " كبيرة", "probability": 0.9874674479166666}, {"start": 719.21, "end": 719.81, "word": " هذه", "probability": 0.69140625}, {"start": 719.81, "end": 720.21, "word": " الحقيقة", "probability": 0.98779296875}, {"start": 720.21, "end": 720.65, "word": " المميزة", "probability": 0.94208984375}, {"start": 720.65, "end": 720.87, "word": " فيها", "probability": 0.67333984375}, {"start": 720.87, "end": 721.03, "word": " neural", "probability": 0.60595703125}, {"start": 721.03, "end": 721.81, "word": " network،", "probability": 0.664306640625}, {"start": 721.81, "end": 722.15, "word": " بلا", "probability": 0.923828125}, {"start": 722.15, "end": 723.19, "word": " منازع", "probability": 0.8397216796875}, {"start": 723.19, "end": 723.93, "word": " يعني،", "probability": 0.7581380208333334}, {"start": 723.93, "end": 724.63, "word": " مميزة", "probability": 0.9732421875}, {"start": 724.63, "end": 724.87, "word": " جدا", "probability": 0.9453125}, {"start": 724.87, "end": 725.01, "word": " في", "probability": 0.89111328125}, {"start": 725.01, "end": 725.19, "word": " هذا", "probability": 0.974609375}, {"start": 725.19, "end": 726.13, "word": " الموضوع،", "probability": 0.938671875}, {"start": 726.13, "end": 726.55, "word": " أقل", "probability": 0.98095703125}, {"start": 726.55, "end": 726.79, "word": " منها", "probability": 0.995361328125}, {"start": 726.79, "end": 727.09, "word": " شويه", "probability": 0.85205078125}, {"start": 727.09, "end": 727.35, "word": " genetic", "probability": 0.83447265625}, {"start": 727.35, "end": 728.45, "word": " algorithm،", "probability": 0.8212890625}, {"start": 728.45, "end": 728.95, "word": " طبعا", "probability": 0.974609375}, {"start": 728.95, "end": 729.07, "word": " ال", "probability": 0.339599609375}, {"start": 729.07, "end": 729.31, "word": " fuzzy", "probability": 0.81640625}, {"start": 729.31, "end": 730.15, "word": " كتير،", "probability": 0.74261474609375}, {"start": 730.15, "end": 730.95, "word": " أقل،", "probability": 0.9193115234375}, {"start": 730.95, "end": 731.13, "word": " وال", "probability": 0.54345703125}, {"start": 731.13, "end": 731.35, "word": " expert", "probability": 0.6201171875}, {"start": 731.35, "end": 731.69, "word": " system", "probability": 0.96728515625}, {"start": 731.69, "end": 732.05, "word": " أطلاق", "probability": 0.75958251953125}, {"start": 732.05, "end": 732.17, "word": " ما", "probability": 0.45361328125}, {"start": 732.17, "end": 732.39, "word": " لهش", "probability": 0.4356689453125}, {"start": 732.39, "end": 732.99, "word": " علاقة،", "probability": 0.891845703125}, {"start": 732.99, "end": 733.11, "word": " ال", "probability": 0.890625}, {"start": 733.11, "end": 734.79, "word": " maintainability", "probability": 0.51568603515625}, {"start": 734.79, "end": 735.41, "word": " أو", "probability": 0.802734375}, {"start": 735.41, "end": 736.61, "word": " الإمكانية", "probability": 0.791595458984375}, {"start": 736.61, "end": 737.23, "word": " الصيانة", "probability": 0.9576416015625}], "temperature": 1.0}, {"id": 34, "seek": 74917, "start": 737.77, "end": 749.17, "text": "إمكانية إنه يعدل حاله، إمكانية إنه يطور نفسه، طبعا ال neural network برضه مميزة جدا في هذه النقطة، إنه ال maintainability", "tokens": [28814, 2304, 41361, 10632, 36145, 3224, 7251, 22488, 1211, 11331, 6027, 3224, 12399, 11933, 2304, 41361, 10632, 36145, 3224, 7251, 9566, 13063, 8717, 36178, 3224, 12399, 23032, 3555, 3615, 995, 2423, 18161, 3209, 4724, 43042, 3224, 3714, 2304, 1829, 11622, 3660, 10874, 28259, 8978, 29538, 28239, 47432, 3660, 12399, 36145, 3224, 2423, 6909, 2310], "avg_logprob": -0.2235795411196622, "compression_ratio": 1.3857142857142857, "no_speech_prob": 0.0, "words": [{"start": 737.77, "end": 738.25, "word": "إمكانية", "probability": 0.69305419921875}, {"start": 738.25, "end": 738.53, "word": " إنه", "probability": 0.679931640625}, {"start": 738.53, "end": 739.41, "word": " يعدل", "probability": 0.6873372395833334}, {"start": 739.41, "end": 740.21, "word": " حاله،", "probability": 0.81427001953125}, {"start": 740.21, "end": 740.63, "word": " إمكانية", "probability": 0.9656982421875}, {"start": 740.63, "end": 741.05, "word": " إنه", "probability": 0.92236328125}, {"start": 741.05, "end": 742.43, "word": " يطور", "probability": 0.97509765625}, {"start": 742.43, "end": 743.27, "word": " نفسه،", "probability": 0.9110107421875}, {"start": 743.27, "end": 743.49, "word": " طبعا", "probability": 0.83734130859375}, {"start": 743.49, "end": 743.93, "word": " ال", "probability": 0.94580078125}, {"start": 743.93, "end": 744.51, "word": " neural", "probability": 0.1307373046875}, {"start": 744.51, "end": 744.89, "word": " network", "probability": 0.88525390625}, {"start": 744.89, "end": 745.13, "word": " برضه", "probability": 0.8551432291666666}, {"start": 745.13, "end": 745.63, "word": " مميزة", "probability": 0.9759765625}, {"start": 745.63, "end": 745.85, "word": " جدا", "probability": 0.9638671875}, {"start": 745.85, "end": 745.99, "word": " في", "probability": 0.97900390625}, {"start": 745.99, "end": 746.17, "word": " هذه", "probability": 0.9853515625}, {"start": 746.17, "end": 746.99, "word": " النقطة،", "probability": 0.8885498046875}, {"start": 746.99, "end": 747.37, "word": " إنه", "probability": 0.61669921875}, {"start": 747.37, "end": 747.91, "word": " ال", "probability": 0.88427734375}, {"start": 747.91, "end": 749.17, "word": " maintainability", "probability": 0.78857421875}], "temperature": 1.0}, {"id": 35, "seek": 77079, "start": 750.87, "end": 770.79, "text": "أو الـ maintainability اللي هي الصيانة عالية جدا عنده أخف في الـ genetic وفي ال fuzzy بمعنى أنه لما بدنا نعمل tuning لهم ممكن نعمل tuning بس بتكون شوية الأمور فيها صعوبة أن نحافظ على ال system يظل كما هو عندنا طبعا ال expert system أطلاق مافيش المجال هذا", "tokens": [10721, 2407, 2423, 39184, 6909, 2310, 13672, 1829, 39896, 31767, 1829, 7649, 3660, 6225, 6027, 10632, 10874, 28259, 43242, 3224, 5551, 9778, 5172, 8978, 2423, 39184, 12462, 4032, 41185, 2423, 34710, 4724, 2304, 3615, 1863, 7578, 14739, 3224, 5296, 15042, 47525, 8315, 8717, 25957, 1211, 15164, 5296, 16095, 3714, 43020, 8717, 25957, 1211, 15164, 4724, 3794, 39894, 30544, 13412, 2407, 10632, 16247, 2304, 13063, 8978, 11296, 20328, 3615, 37746, 3660, 14739, 8717, 5016, 31845, 19913, 15844, 2423, 1185, 7251, 19913, 1211, 9122, 15042, 31439, 43242, 8315, 23032, 3555, 3615, 995, 2423, 5844, 1185, 5551, 9566, 15040, 4587, 19446, 41185, 8592, 9673, 7435, 6027, 23758], "avg_logprob": -0.1456101247242519, "compression_ratio": 1.625, "no_speech_prob": 9.5367431640625e-07, "words": [{"start": 750.87, "end": 751.13, "word": "أو", "probability": 0.67578125}, {"start": 751.13, "end": 751.33, "word": " الـ", "probability": 0.7451171875}, {"start": 751.33, "end": 752.21, "word": " maintainability", "probability": 0.73583984375}, {"start": 752.21, "end": 752.81, "word": " اللي", "probability": 0.746826171875}, {"start": 752.81, "end": 753.05, "word": " هي", "probability": 0.9638671875}, {"start": 753.05, "end": 754.15, "word": " الصيانة", "probability": 0.95458984375}, {"start": 754.15, "end": 754.67, "word": " عالية", "probability": 0.9490559895833334}, {"start": 754.67, "end": 754.91, "word": " جدا", "probability": 0.979736328125}, {"start": 754.91, "end": 755.19, "word": " عنده", "probability": 0.959228515625}, {"start": 755.19, "end": 755.81, "word": " أخف", "probability": 0.8933919270833334}, {"start": 755.81, "end": 756.27, "word": " في", "probability": 0.95263671875}, {"start": 756.27, "end": 756.41, "word": " الـ", "probability": 0.765625}, {"start": 756.41, "end": 756.73, "word": " genetic", "probability": 0.7119140625}, {"start": 756.73, "end": 757.11, "word": " وفي", "probability": 0.733642578125}, {"start": 757.11, "end": 757.29, "word": " ال", "probability": 0.68115234375}, {"start": 757.29, "end": 757.71, "word": " fuzzy", "probability": 0.90185546875}, {"start": 757.71, "end": 758.47, "word": " بمعنى", "probability": 0.9552734375}, {"start": 758.47, "end": 758.67, "word": " أنه", "probability": 0.798583984375}, {"start": 758.67, "end": 758.81, "word": " لما", "probability": 0.953857421875}, {"start": 758.81, "end": 759.01, "word": " بدنا", "probability": 0.76806640625}, {"start": 759.01, "end": 759.27, "word": " نعمل", "probability": 0.99365234375}, {"start": 759.27, "end": 759.73, "word": " tuning", "probability": 0.689453125}, {"start": 759.73, "end": 760.27, "word": " لهم", "probability": 0.881591796875}, {"start": 760.27, "end": 760.83, "word": " ممكن", "probability": 0.949951171875}, {"start": 760.83, "end": 761.07, "word": " نعمل", "probability": 0.9964192708333334}, {"start": 761.07, "end": 761.35, "word": " tuning", "probability": 0.9404296875}, {"start": 761.35, "end": 761.65, "word": " بس", "probability": 0.964599609375}, {"start": 761.65, "end": 762.05, "word": " بتكون", "probability": 0.96142578125}, {"start": 762.05, "end": 762.61, "word": " شوية", "probability": 0.9026692708333334}, {"start": 762.61, "end": 763.53, "word": " الأمور", "probability": 0.9503580729166666}, {"start": 763.53, "end": 764.13, "word": " فيها", "probability": 0.99169921875}, {"start": 764.13, "end": 764.73, "word": " صعوبة", "probability": 0.9931640625}, {"start": 764.73, "end": 765.09, "word": " أن", "probability": 0.379150390625}, {"start": 765.09, "end": 765.65, "word": " نحافظ", "probability": 0.937255859375}, {"start": 765.65, "end": 765.91, "word": " على", "probability": 0.923828125}, {"start": 765.91, "end": 766.41, "word": " ال", "probability": 0.96435546875}, {"start": 766.41, "end": 766.69, "word": " system", "probability": 0.8857421875}, {"start": 766.69, "end": 766.95, "word": " يظل", "probability": 0.7847493489583334}, {"start": 766.95, "end": 767.25, "word": " كما", "probability": 0.97998046875}, {"start": 767.25, "end": 767.43, "word": " هو", "probability": 0.99560546875}, {"start": 767.43, "end": 767.87, "word": " عندنا", "probability": 0.91015625}, {"start": 767.87, "end": 769.07, "word": " طبعا", "probability": 0.927490234375}, {"start": 769.07, "end": 769.15, "word": " ال", "probability": 0.9560546875}, {"start": 769.15, "end": 769.35, "word": " expert", "probability": 0.6171875}, {"start": 769.35, "end": 769.65, "word": " system", "probability": 0.978515625}, {"start": 769.65, "end": 769.97, "word": " أطلاق", "probability": 0.740478515625}, {"start": 769.97, "end": 770.27, "word": " مافيش", "probability": 0.718017578125}, {"start": 770.27, "end": 770.59, "word": " المجال", "probability": 0.9827473958333334}, {"start": 770.59, "end": 770.79, "word": " هذا", "probability": 0.80615234375}], "temperature": 1.0}, {"id": 36, "seek": 79794, "start": 771.12, "end": 797.94, "text": "تمام هينا هيك عملنا تحليل عملنا analysis للاربع expert systems اللي درسناهم طبعا بدون الخوض داخل كل الطرق في كل واحد منهم هيك expert system و خلاص هنسميه بهذا الشكل لإن احنا عارفين neural network جواها أخدنا حوالي كده أصبحنا ماخدين واحدة اتنتين تلاتة اربعة خمسة ايه ممكن ستة neural models أخدنا داخلها لكن", "tokens": [39237, 10943, 39896, 8315, 39896, 4117, 6225, 42213, 8315, 6055, 5016, 20292, 1211, 6225, 42213, 8315, 5215, 24976, 9640, 3555, 3615, 5844, 3652, 13672, 1829, 11778, 2288, 3794, 8315, 16095, 23032, 3555, 3615, 995, 47525, 11536, 33962, 2407, 11242, 11778, 47283, 1211, 28242, 41950, 2288, 4587, 8978, 28242, 36764, 24401, 9154, 16095, 39896, 4117, 5844, 1185, 4032, 16490, 1211, 33546, 8032, 1863, 38251, 1829, 3224, 39627, 15730, 25124, 28820, 5296, 28814, 1863, 1975, 5016, 8315, 6225, 9640, 5172, 9957, 18161, 3209, 10874, 14407, 11296, 5551, 9778, 3215, 8315, 11331, 2407, 6027, 1829, 9122, 3215, 3224, 5551, 9381, 49628, 8315, 3714, 47283, 3215, 9957, 36764, 24401, 3660, 1975, 2655, 29399, 9957, 6055, 1211, 9307, 3660, 1975, 25513, 27884, 16490, 2304, 3794, 3660, 1975, 1829, 3224, 3714, 43020, 8608, 2655, 3660, 18161, 5245, 5551, 9778, 3215, 8315, 11778, 47283, 1211, 11296, 44381], "avg_logprob": -0.19481383528269774, "compression_ratio": 1.8014440433212997, "no_speech_prob": 0.0, "words": [{"start": 771.12, "end": 771.54, "word": "تمام", "probability": 0.796630859375}, {"start": 771.54, "end": 772.1, "word": " هينا", "probability": 0.545654296875}, {"start": 772.1, "end": 772.3, "word": " هيك", "probability": 0.9501953125}, {"start": 772.3, "end": 772.68, "word": " عملنا", "probability": 0.88623046875}, {"start": 772.68, "end": 773.48, "word": " تحليل", "probability": 0.98583984375}, {"start": 773.48, "end": 773.98, "word": " عملنا", "probability": 0.9656575520833334}, {"start": 773.98, "end": 774.5, "word": " analysis", "probability": 0.55419921875}, {"start": 774.5, "end": 776.4, "word": " للاربع", "probability": 0.58917236328125}, {"start": 776.4, "end": 778.6, "word": " expert", "probability": 0.4560546875}, {"start": 778.6, "end": 779.12, "word": " systems", "probability": 0.91650390625}, {"start": 779.12, "end": 779.26, "word": " اللي", "probability": 0.88037109375}, {"start": 779.26, "end": 779.92, "word": " درسناهم", "probability": 0.90703125}, {"start": 779.92, "end": 780.84, "word": " طبعا", "probability": 0.97021484375}, {"start": 780.84, "end": 781.24, "word": " بدون", "probability": 0.948974609375}, {"start": 781.24, "end": 781.74, "word": " الخوض", "probability": 0.9679361979166666}, {"start": 781.74, "end": 782.42, "word": " داخل", "probability": 0.97998046875}, {"start": 782.42, "end": 783.06, "word": " كل", "probability": 0.9775390625}, {"start": 783.06, "end": 784.18, "word": " الطرق", "probability": 0.9417317708333334}, {"start": 784.18, "end": 784.32, "word": " في", "probability": 0.95068359375}, {"start": 784.32, "end": 784.52, "word": " كل", "probability": 0.97998046875}, {"start": 784.52, "end": 784.8, "word": " واحد", "probability": 0.995361328125}, {"start": 784.8, "end": 785.2, "word": " منهم", "probability": 0.990478515625}, {"start": 785.2, "end": 785.94, "word": " هيك", "probability": 0.9189453125}, {"start": 785.94, "end": 786.32, "word": " expert", "probability": 0.42041015625}, {"start": 786.32, "end": 786.78, "word": " system", "probability": 0.90771484375}, {"start": 786.78, "end": 786.9, "word": " و", "probability": 0.90087890625}, {"start": 786.9, "end": 787.08, "word": " خلاص", "probability": 0.8299967447916666}, {"start": 787.08, "end": 787.5, "word": " هنسميه", "probability": 0.85048828125}, {"start": 787.5, "end": 787.68, "word": " بهذا", "probability": 0.9619140625}, {"start": 787.68, "end": 788.04, "word": " الشكل", "probability": 0.994384765625}, {"start": 788.04, "end": 788.56, "word": " لإن", "probability": 0.7333984375}, {"start": 788.56, "end": 788.74, "word": " احنا", "probability": 0.807373046875}, {"start": 788.74, "end": 789.0, "word": " عارفين", "probability": 0.98291015625}, {"start": 789.0, "end": 789.2, "word": " neural", "probability": 0.58203125}, {"start": 789.2, "end": 789.58, "word": " network", "probability": 0.955078125}, {"start": 789.58, "end": 789.94, "word": " جواها", "probability": 0.89453125}, {"start": 789.94, "end": 790.34, "word": " أخدنا", "probability": 0.92724609375}, {"start": 790.34, "end": 791.04, "word": " حوالي", "probability": 0.958740234375}, {"start": 791.04, "end": 791.3, "word": " كده", "probability": 0.6704915364583334}, {"start": 791.3, "end": 791.6, "word": " أصبحنا", "probability": 0.59991455078125}, {"start": 791.6, "end": 791.94, "word": " ماخدين", "probability": 0.966064453125}, {"start": 791.94, "end": 792.58, "word": " واحدة", "probability": 0.8904622395833334}, {"start": 792.58, "end": 792.88, "word": " اتنتين", "probability": 0.65850830078125}, {"start": 792.88, "end": 793.2, "word": " تلاتة", "probability": 0.9556884765625}, {"start": 793.2, "end": 793.44, "word": " اربعة", "probability": 0.8134765625}, {"start": 793.44, "end": 793.7, "word": " خمسة", "probability": 0.8260498046875}, {"start": 793.7, "end": 793.82, "word": " ايه", "probability": 0.6150716145833334}, {"start": 793.82, "end": 793.98, "word": " ممكن", "probability": 0.725341796875}, {"start": 793.98, "end": 794.52, "word": " ستة", "probability": 0.9443359375}, {"start": 794.52, "end": 794.9, "word": " neural", "probability": 0.52783203125}, {"start": 794.9, "end": 796.1, "word": " models", "probability": 0.763671875}, {"start": 796.1, "end": 796.74, "word": " أخدنا", "probability": 0.9576416015625}, {"start": 796.74, "end": 797.22, "word": " داخلها", "probability": 0.989501953125}, {"start": 797.22, "end": 797.94, "word": " لكن", "probability": 0.849609375}], "temperature": 1.0}, {"id": 37, "seek": 82007, "start": 798.67, "end": 820.07, "text": "اللي بهمنا الآن هي العيوب بتاعتها، عيوبها الحقيقة جاية في ال knowledge representation وجاية في ال explanation ability فالاتنين هدولة مشكلة كبيرة في ال neural network فإذا أنا بكون مطلع نتائج بس أنا مش عارف يعني مقدرش أتبعها", "tokens": [6027, 20292, 4724, 16095, 8315, 6024, 48506, 39896, 18863, 1829, 37746, 39894, 995, 34268, 11296, 12399, 6225, 1829, 37746, 11296, 21542, 38436, 28671, 10874, 995, 10632, 8978, 2423, 3601, 10290, 49610, 995, 10632, 8978, 2423, 10835, 3485, 6156, 6027, 9307, 1863, 9957, 8032, 3215, 12610, 3660, 37893, 28820, 3660, 9122, 3555, 48923, 8978, 2423, 18161, 3209, 6156, 28814, 15730, 41850, 4724, 30544, 3714, 9566, 1211, 3615, 8717, 2655, 16373, 7435, 4724, 3794, 41850, 37893, 6225, 9640, 5172, 37495, 22653, 3714, 28543, 2288, 8592, 5551, 2655, 3555, 3615, 11296], "avg_logprob": -0.12254213215260024, "compression_ratio": 1.5848214285714286, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 798.67, "end": 798.91, "word": "اللي", "probability": 0.941162109375}, {"start": 798.91, "end": 799.23, "word": " بهمنا", "probability": 0.8126627604166666}, {"start": 799.23, "end": 799.53, "word": " الآن", "probability": 0.6998291015625}, {"start": 799.53, "end": 800.15, "word": " هي", "probability": 0.88525390625}, {"start": 800.15, "end": 800.61, "word": " العيوب", "probability": 0.984375}, {"start": 800.61, "end": 801.95, "word": " بتاعتها،", "probability": 0.90966796875}, {"start": 801.95, "end": 802.31, "word": " عيوبها", "probability": 0.93359375}, {"start": 802.31, "end": 802.69, "word": " الحقيقة", "probability": 0.9801432291666666}, {"start": 802.69, "end": 802.95, "word": " جاية", "probability": 0.9352213541666666}, {"start": 802.95, "end": 803.23, "word": " في", "probability": 0.97021484375}, {"start": 803.23, "end": 803.79, "word": " ال", "probability": 0.80078125}, {"start": 803.79, "end": 804.15, "word": " knowledge", "probability": 0.87841796875}, {"start": 804.15, "end": 807.51, "word": " representation", "probability": 0.58203125}, {"start": 807.51, "end": 808.81, "word": " وجاية", "probability": 0.816650390625}, {"start": 808.81, "end": 809.07, "word": " في", "probability": 0.97705078125}, {"start": 809.07, "end": 809.23, "word": " ال", "probability": 0.9462890625}, {"start": 809.23, "end": 809.97, "word": " explanation", "probability": 0.94140625}, {"start": 809.97, "end": 811.25, "word": " ability", "probability": 0.8583984375}, {"start": 811.25, "end": 812.33, "word": " فالاتنين", "probability": 0.90771484375}, {"start": 812.33, "end": 813.01, "word": " هدولة", "probability": 0.870849609375}, {"start": 813.01, "end": 814.43, "word": " مشكلة", "probability": 0.984375}, {"start": 814.43, "end": 814.89, "word": " كبيرة", "probability": 0.9905598958333334}, {"start": 814.89, "end": 815.05, "word": " في", "probability": 0.9482421875}, {"start": 815.05, "end": 815.09, "word": " ال", "probability": 0.806640625}, {"start": 815.09, "end": 815.27, "word": " neural", "probability": 0.86474609375}, {"start": 815.27, "end": 815.65, "word": " network", "probability": 0.95166015625}, {"start": 815.65, "end": 816.01, "word": " فإذا", "probability": 0.7801106770833334}, {"start": 816.01, "end": 816.29, "word": " أنا", "probability": 0.59765625}, {"start": 816.29, "end": 816.95, "word": " بكون", "probability": 0.953369140625}, {"start": 816.95, "end": 817.33, "word": " مطلع", "probability": 0.9072265625}, {"start": 817.33, "end": 817.93, "word": " نتائج", "probability": 0.9945068359375}, {"start": 817.93, "end": 818.21, "word": " بس", "probability": 0.928955078125}, {"start": 818.21, "end": 818.41, "word": " أنا", "probability": 0.78515625}, {"start": 818.41, "end": 818.59, "word": " مش", "probability": 0.97314453125}, {"start": 818.59, "end": 818.89, "word": " عارف", "probability": 0.9908854166666666}, {"start": 818.89, "end": 819.05, "word": " يعني", "probability": 0.765869140625}, {"start": 819.05, "end": 819.49, "word": " مقدرش", "probability": 0.84063720703125}, {"start": 819.49, "end": 820.07, "word": " أتبعها", "probability": 0.9080078125}], "temperature": 1.0}, {"id": 38, "seek": 83507, "start": 820.73, "end": 835.07, "text": "ما بنقدر نتأكد إنه فعلا اللي طلع هذا صح، مابقدرش نعمل الكلام هذا، طيب، فإذا عشان أشتغل على neural network محتاج أجوي الجانب هذا، كيف أجويه؟ تعالوا نتطلع، الجانب هذا يمكن مش كتير جوي في ال genetic algorithm", "tokens": [15042, 44945, 28543, 2288, 8717, 2655, 10721, 4117, 3215, 36145, 3224, 6156, 3615, 15040, 13672, 1829, 23032, 1211, 3615, 23758, 20328, 5016, 12399, 19446, 3555, 28543, 2288, 8592, 8717, 25957, 1211, 2423, 28820, 10943, 23758, 12399, 23032, 1829, 3555, 12399, 6156, 28814, 15730, 6225, 8592, 7649, 5551, 8592, 2655, 17082, 1211, 15844, 18161, 3209, 3714, 33753, 26108, 5551, 7435, 45865, 25724, 7649, 3555, 23758, 12399, 9122, 33911, 5551, 7435, 45865, 3224, 22807, 37279, 6027, 14407, 8717, 2655, 9566, 1211, 3615, 12399, 25724, 7649, 3555, 23758, 7251, 43020, 37893, 9122, 2655, 13546, 10874, 45865, 8978, 2423, 12462, 9284], "avg_logprob": -0.18447066965151807, "compression_ratio": 1.6, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 820.73, "end": 820.99, "word": "ما", "probability": 0.74560546875}, {"start": 820.99, "end": 821.37, "word": " بنقدر", "probability": 0.9025065104166666}, {"start": 821.37, "end": 822.05, "word": " نتأكد", "probability": 0.97509765625}, {"start": 822.05, "end": 822.25, "word": " إنه", "probability": 0.42919921875}, {"start": 822.25, "end": 822.49, "word": " فعلا", "probability": 0.8448893229166666}, {"start": 822.49, "end": 822.61, "word": " اللي", "probability": 0.892822265625}, {"start": 822.61, "end": 822.89, "word": " طلع", "probability": 0.7439778645833334}, {"start": 822.89, "end": 823.05, "word": " هذا", "probability": 0.44384765625}, {"start": 823.05, "end": 823.89, "word": " صح،", "probability": 0.7287190755208334}, {"start": 823.89, "end": 824.31, "word": " مابقدرش", "probability": 0.7833251953125}, {"start": 824.31, "end": 824.67, "word": " نعمل", "probability": 0.8387044270833334}, {"start": 824.67, "end": 824.95, "word": " الكلام", "probability": 0.9248046875}, {"start": 824.95, "end": 825.49, "word": " هذا،", "probability": 0.6219482421875}, {"start": 825.49, "end": 826.05, "word": " طيب،", "probability": 0.85589599609375}, {"start": 826.05, "end": 826.35, "word": " فإذا", "probability": 0.8828125}, {"start": 826.35, "end": 826.67, "word": " عشان", "probability": 0.9617513020833334}, {"start": 826.67, "end": 827.11, "word": " أشتغل", "probability": 0.95869140625}, {"start": 827.11, "end": 827.31, "word": " على", "probability": 0.94140625}, {"start": 827.31, "end": 827.59, "word": " neural", "probability": 0.57861328125}, {"start": 827.59, "end": 828.17, "word": " network", "probability": 0.9638671875}, {"start": 828.17, "end": 828.67, "word": " محتاج", "probability": 0.8262532552083334}, {"start": 828.67, "end": 829.03, "word": " أجوي", "probability": 0.7764485677083334}, {"start": 829.03, "end": 829.43, "word": " الجانب", "probability": 0.9920247395833334}, {"start": 829.43, "end": 829.71, "word": " هذا،", "probability": 0.90625}, {"start": 829.71, "end": 829.87, "word": " كيف", "probability": 0.9853515625}, {"start": 829.87, "end": 830.71, "word": " أجويه؟", "probability": 0.87548828125}, {"start": 830.71, "end": 830.93, "word": " تعالوا", "probability": 0.9441731770833334}, {"start": 830.93, "end": 831.85, "word": " نتطلع،", "probability": 0.853759765625}, {"start": 831.85, "end": 832.31, "word": " الجانب", "probability": 0.9861653645833334}, {"start": 832.31, "end": 832.71, "word": " هذا", "probability": 0.9599609375}, {"start": 832.71, "end": 833.61, "word": " يمكن", "probability": 0.782958984375}, {"start": 833.61, "end": 833.75, "word": " مش", "probability": 0.978515625}, {"start": 833.75, "end": 834.05, "word": " كتير", "probability": 0.9796549479166666}, {"start": 834.05, "end": 834.25, "word": " جوي", "probability": 0.870849609375}, {"start": 834.25, "end": 834.37, "word": " في", "probability": 0.9716796875}, {"start": 834.37, "end": 834.41, "word": " ال", "probability": 0.89599609375}, {"start": 834.41, "end": 834.67, "word": " genetic", "probability": 0.6806640625}, {"start": 834.67, "end": 835.07, "word": " algorithm", "probability": 0.95849609375}], "temperature": 1.0}, {"id": 39, "seek": 85969, "start": 836.21, "end": 859.69, "text": "صحيح أجوى منها لكن من باب أولى أنه لأ نعمل hybrid system مع مين؟ مع ال fuzzy أو مع ال expert system تمام فإذا أول طريقتين هناخدهم هي neural expert system neural network مع ال expert system تمام ففهمنا ليش بدنا نعمله نفس الكلام هناخد بعدين ال neuro fuzzy", "tokens": [9381, 5016, 1829, 5016, 5551, 7435, 2407, 7578, 9154, 11296, 44381, 9154, 4724, 16758, 5551, 12610, 7578, 14739, 3224, 5296, 10721, 8717, 25957, 1211, 13051, 1185, 20449, 3714, 9957, 22807, 20449, 2423, 34710, 34051, 20449, 2423, 5844, 1185, 46811, 10943, 6156, 28814, 15730, 5551, 12610, 23032, 16572, 38149, 9957, 8032, 1863, 47283, 3215, 16095, 39896, 18161, 5844, 1185, 18161, 3209, 20449, 2423, 5844, 1185, 46811, 10943, 6156, 5172, 16095, 8315, 32239, 8592, 47525, 8315, 8717, 25957, 43761, 8717, 36178, 2423, 28820, 10943, 8032, 1863, 47283, 3215, 39182, 9957, 2423, 16499, 34710], "avg_logprob": -0.134680708627338, "compression_ratio": 1.724770642201835, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 836.21, "end": 836.67, "word": "صحيح", "probability": 0.93212890625}, {"start": 836.67, "end": 836.95, "word": " أجوى", "probability": 0.8441162109375}, {"start": 836.95, "end": 837.27, "word": " منها", "probability": 0.988525390625}, {"start": 837.27, "end": 837.87, "word": " لكن", "probability": 0.59521484375}, {"start": 837.87, "end": 838.09, "word": " من", "probability": 0.92578125}, {"start": 838.09, "end": 838.27, "word": " باب", "probability": 0.974365234375}, {"start": 838.27, "end": 838.59, "word": " أولى", "probability": 0.9200846354166666}, {"start": 838.59, "end": 838.83, "word": " أنه", "probability": 0.5780029296875}, {"start": 838.83, "end": 838.95, "word": " لأ", "probability": 0.908935546875}, {"start": 838.95, "end": 839.25, "word": " نعمل", "probability": 0.97509765625}, {"start": 839.25, "end": 839.49, "word": " hybrid", "probability": 0.841796875}, {"start": 839.49, "end": 839.89, "word": " system", "probability": 0.96728515625}, {"start": 839.89, "end": 840.03, "word": " مع", "probability": 0.97900390625}, {"start": 840.03, "end": 840.27, "word": " مين؟", "probability": 0.7682291666666666}, {"start": 840.27, "end": 840.35, "word": " مع", "probability": 0.9072265625}, {"start": 840.35, "end": 840.49, "word": " ال", "probability": 0.79052734375}, {"start": 840.49, "end": 840.71, "word": " fuzzy", "probability": 0.90673828125}, {"start": 840.71, "end": 841.45, "word": " أو", "probability": 0.6298828125}, {"start": 841.45, "end": 841.61, "word": " مع", "probability": 0.95068359375}, {"start": 841.61, "end": 841.71, "word": " ال", "probability": 0.923828125}, {"start": 841.71, "end": 842.03, "word": " expert", "probability": 0.93310546875}, {"start": 842.03, "end": 844.31, "word": " system", "probability": 0.8720703125}, {"start": 844.31, "end": 845.59, "word": " تمام", "probability": 0.7626953125}, {"start": 845.59, "end": 846.07, "word": " فإذا", "probability": 0.70947265625}, {"start": 846.07, "end": 846.49, "word": " أول", "probability": 0.916748046875}, {"start": 846.49, "end": 846.95, "word": " طريقتين", "probability": 0.986328125}, {"start": 846.95, "end": 847.59, "word": " هناخدهم", "probability": 0.89609375}, {"start": 847.59, "end": 848.05, "word": " هي", "probability": 0.84814453125}, {"start": 848.05, "end": 848.93, "word": " neural", "probability": 0.763671875}, {"start": 848.93, "end": 849.99, "word": " expert", "probability": 0.9072265625}, {"start": 849.99, "end": 850.55, "word": " system", "probability": 0.9716796875}, {"start": 850.55, "end": 851.65, "word": " neural", "probability": 0.5322265625}, {"start": 851.65, "end": 852.21, "word": " network", "probability": 0.95068359375}, {"start": 852.21, "end": 852.81, "word": " مع", "probability": 0.98583984375}, {"start": 852.81, "end": 853.35, "word": " ال", "probability": 0.970703125}, {"start": 853.35, "end": 853.61, "word": " expert", "probability": 0.9375}, {"start": 853.61, "end": 854.57, "word": " system", "probability": 0.97607421875}, {"start": 854.57, "end": 855.11, "word": " تمام", "probability": 0.887451171875}, {"start": 855.11, "end": 856.39, "word": " ففهمنا", "probability": 0.909912109375}, {"start": 856.39, "end": 856.53, "word": " ليش", "probability": 0.908447265625}, {"start": 856.53, "end": 856.77, "word": " بدنا", "probability": 0.933349609375}, {"start": 856.77, "end": 857.17, "word": " نعمله", "probability": 0.9733072916666666}, {"start": 857.17, "end": 857.83, "word": " نفس", "probability": 0.912109375}, {"start": 857.83, "end": 858.23, "word": " الكلام", "probability": 0.9615885416666666}, {"start": 858.23, "end": 858.67, "word": " هناخد", "probability": 0.987548828125}, {"start": 858.67, "end": 859.07, "word": " بعدين", "probability": 0.9248046875}, {"start": 859.07, "end": 859.23, "word": " ال", "probability": 0.4580078125}, {"start": 859.23, "end": 859.43, "word": " neuro", "probability": 0.6865234375}, {"start": 859.43, "end": 859.69, "word": " fuzzy", "probability": 0.92431640625}], "temperature": 1.0}, {"id": 40, "seek": 88374, "start": 860.44, "end": 883.74, "text": "neuro fuzzy expert system فبدي أخد ال fuzzy مع neural network فبكون استفدت النقطين هدول و في نفس الوجهت ال expert system نفسه أخد ميزات neural network فكل الباجي هذا زبطت .. زبطته إياها من neural network بما فيها حتى إنه يعدل حاله و يعمل adaptation تمام", "tokens": [716, 7052, 34710, 5844, 1185, 6156, 3555, 16254, 5551, 9778, 3215, 2423, 34710, 20449, 18161, 3209, 6156, 3555, 30544, 44713, 5172, 3215, 2655, 28239, 47432, 9957, 8032, 3215, 12610, 4032, 8978, 8717, 36178, 2423, 29245, 3224, 2655, 2423, 5844, 1185, 8717, 36178, 3224, 5551, 9778, 3215, 3714, 1829, 11622, 9307, 18161, 3209, 6156, 28820, 29739, 995, 7435, 1829, 23758, 30767, 3555, 9566, 2655, 4386, 30767, 3555, 9566, 47395, 11933, 25528, 11296, 9154, 18161, 3209, 4724, 15042, 8978, 11296, 11331, 49975, 36145, 3224, 37495, 3215, 1211, 11331, 6027, 3224, 4032, 7251, 25957, 1211, 21549, 46811, 10943], "avg_logprob": -0.23616536908472577, "compression_ratio": 1.6742081447963801, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 860.44, "end": 860.82, "word": "neuro", "probability": 0.5732421875}, {"start": 860.82, "end": 861.14, "word": " fuzzy", "probability": 0.67041015625}, {"start": 861.14, "end": 862.32, "word": " expert", "probability": 0.442138671875}, {"start": 862.32, "end": 862.94, "word": " system", "probability": 0.97021484375}, {"start": 862.94, "end": 863.82, "word": " فبدي", "probability": 0.669189453125}, {"start": 863.82, "end": 864.1, "word": " أخد", "probability": 0.7576497395833334}, {"start": 864.1, "end": 864.22, "word": " ال", "probability": 0.86962890625}, {"start": 864.22, "end": 864.5, "word": " fuzzy", "probability": 0.7470703125}, {"start": 864.5, "end": 864.82, "word": " مع", "probability": 0.990234375}, {"start": 864.82, "end": 865.08, "word": " neural", "probability": 0.849609375}, {"start": 865.08, "end": 865.5, "word": " network", "probability": 0.9716796875}, {"start": 865.5, "end": 865.88, "word": " فبكون", "probability": 0.92431640625}, {"start": 865.88, "end": 866.34, "word": " استفدت", "probability": 0.9326171875}, {"start": 866.34, "end": 866.84, "word": " النقطين", "probability": 0.8465169270833334}, {"start": 866.84, "end": 867.18, "word": " هدول", "probability": 0.921875}, {"start": 867.18, "end": 868.34, "word": " و", "probability": 0.7431640625}, {"start": 868.34, "end": 868.5, "word": " في", "probability": 0.4384765625}, {"start": 868.5, "end": 868.74, "word": " نفس", "probability": 0.997802734375}, {"start": 868.74, "end": 869.42, "word": " الوجهت", "probability": 0.57275390625}, {"start": 869.42, "end": 869.82, "word": " ال", "probability": 0.9521484375}, {"start": 869.82, "end": 870.56, "word": " expert", "probability": 0.89599609375}, {"start": 870.56, "end": 871.08, "word": " system", "probability": 0.9716796875}, {"start": 871.08, "end": 871.58, "word": " نفسه", "probability": 0.97998046875}, {"start": 871.58, "end": 872.0, "word": " أخد", "probability": 0.9471028645833334}, {"start": 872.0, "end": 872.72, "word": " ميزات", "probability": 0.9622802734375}, {"start": 872.72, "end": 873.14, "word": " neural", "probability": 0.92333984375}, {"start": 873.14, "end": 873.64, "word": " network", "probability": 0.982421875}, {"start": 873.64, "end": 874.3, "word": " فكل", "probability": 0.966796875}, {"start": 874.3, "end": 874.84, "word": " الباجي", "probability": 0.67401123046875}, {"start": 874.84, "end": 875.2, "word": " هذا", "probability": 0.58447265625}, {"start": 875.2, "end": 877.08, "word": " زبطت", "probability": 0.75537109375}, {"start": 877.08, "end": 877.08, "word": " ..", "probability": 0.28759765625}, {"start": 877.08, "end": 877.6, "word": " زبطته", "probability": 0.826416015625}, {"start": 877.6, "end": 877.94, "word": " إياها", "probability": 0.7373046875}, {"start": 877.94, "end": 878.06, "word": " من", "probability": 0.4794921875}, {"start": 878.06, "end": 878.48, "word": " neural", "probability": 0.35595703125}, {"start": 878.48, "end": 878.98, "word": " network", "probability": 0.974609375}, {"start": 878.98, "end": 879.42, "word": " بما", "probability": 0.883544921875}, {"start": 879.42, "end": 879.66, "word": " فيها", "probability": 0.97412109375}, {"start": 879.66, "end": 880.0, "word": " حتى", "probability": 0.934326171875}, {"start": 880.0, "end": 880.3, "word": " إنه", "probability": 0.72998046875}, {"start": 880.3, "end": 880.74, "word": " يعدل", "probability": 0.8214518229166666}, {"start": 880.74, "end": 881.18, "word": " حاله", "probability": 0.97265625}, {"start": 881.18, "end": 881.7, "word": " و", "probability": 0.98681640625}, {"start": 881.7, "end": 882.18, "word": " يعمل", "probability": 0.9033203125}, {"start": 882.18, "end": 882.78, "word": " adaptation", "probability": 0.93603515625}, {"start": 882.78, "end": 883.74, "word": " تمام", "probability": 0.935791015625}], "temperature": 1.0}, {"id": 41, "seek": 89468, "start": 884.86, "end": 894.68, "text": "فهذا موضوعنا لليوم الحقيقة ان احنا هناخد ال neural network مع ال expert system ثم هناخد ال neural network مع ال fuzzy ففهمنا ليش عرفنا ليش", "tokens": [5172, 3224, 15730, 3714, 2407, 11242, 45367, 8315, 5296, 20292, 20498, 21542, 38436, 28671, 16472, 1975, 5016, 8315, 8032, 1863, 47283, 3215, 2423, 18161, 3209, 20449, 2423, 5844, 1185, 38637, 2304, 8032, 1863, 47283, 3215, 2423, 18161, 3209, 20449, 2423, 34710, 6156, 5172, 16095, 8315, 32239, 8592, 6225, 28480, 8315, 32239, 8592], "avg_logprob": -0.17880306828696774, "compression_ratio": 1.5522388059701493, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 884.86, "end": 885.36, "word": "فهذا", "probability": 0.8253580729166666}, {"start": 885.36, "end": 885.92, "word": " موضوعنا", "probability": 0.965234375}, {"start": 885.92, "end": 886.28, "word": " لليوم", "probability": 0.8351236979166666}, {"start": 886.28, "end": 886.82, "word": " الحقيقة", "probability": 0.9820963541666666}, {"start": 886.82, "end": 887.18, "word": " ان", "probability": 0.195068359375}, {"start": 887.18, "end": 887.38, "word": " احنا", "probability": 0.8450520833333334}, {"start": 887.38, "end": 888.44, "word": " هناخد", "probability": 0.92333984375}, {"start": 888.44, "end": 888.72, "word": " ال", "probability": 0.8681640625}, {"start": 888.72, "end": 888.92, "word": " neural", "probability": 0.415771484375}, {"start": 888.92, "end": 889.4, "word": " network", "probability": 0.97412109375}, {"start": 889.4, "end": 889.56, "word": " مع", "probability": 0.86474609375}, {"start": 889.56, "end": 889.66, "word": " ال", "probability": 0.900390625}, {"start": 889.66, "end": 889.9, "word": " expert", "probability": 0.6904296875}, {"start": 889.9, "end": 890.34, "word": " system", "probability": 0.9736328125}, {"start": 890.34, "end": 890.82, "word": " ثم", "probability": 0.9560546875}, {"start": 890.82, "end": 891.22, "word": " هناخد", "probability": 0.9090576171875}, {"start": 891.22, "end": 891.32, "word": " ال", "probability": 0.7744140625}, {"start": 891.32, "end": 891.5, "word": " neural", "probability": 0.96630859375}, {"start": 891.5, "end": 891.84, "word": " network", "probability": 0.984375}, {"start": 891.84, "end": 892.0, "word": " مع", "probability": 0.9755859375}, {"start": 892.0, "end": 892.08, "word": " ال", "probability": 0.426025390625}, {"start": 892.08, "end": 892.36, "word": " fuzzy", "probability": 0.39990234375}, {"start": 892.36, "end": 893.16, "word": " ففهمنا", "probability": 0.9117431640625}, {"start": 893.16, "end": 893.46, "word": " ليش", "probability": 0.955810546875}, {"start": 893.46, "end": 894.08, "word": " عرفنا", "probability": 0.86865234375}, {"start": 894.08, "end": 894.68, "word": " ليش", "probability": 0.98046875}], "temperature": 1.0}, {"id": 42, "seek": 91760, "start": 896.18, "end": 917.6, "text": "تمام ف neural expert system واضح ليش؟ أنا هشتغل على ال if then تمام جايانة من مين ال if then؟ جايانة من ال expert system فإذا ال expert system بيعتمد على ال logical inference على الاستدلال المنطقي و ال decision trees if then if then if then فهتلاقي ال if then يا yes يا no", "tokens": [39237, 10943, 6156, 18161, 5844, 1185, 4032, 46958, 5016, 32239, 8592, 22807, 41850, 8032, 8592, 2655, 17082, 1211, 15844, 2423, 498, 550, 46811, 10943, 10874, 47302, 7649, 3660, 9154, 3714, 9957, 2423, 498, 550, 22807, 10874, 47302, 7649, 3660, 9154, 2423, 5844, 1185, 6156, 28814, 15730, 2423, 5844, 1185, 4724, 1829, 34268, 2304, 3215, 15844, 2423, 14978, 38253, 15844, 42963, 14851, 3215, 1211, 6027, 9673, 1863, 9566, 38436, 4032, 2423, 3537, 5852, 498, 550, 498, 550, 498, 550, 6156, 3224, 2655, 15040, 38436, 2423, 498, 550, 35186, 2086, 35186, 572], "avg_logprob": -0.16037088337835376, "compression_ratio": 1.8086124401913874, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 896.18, "end": 896.68, "word": "تمام", "probability": 0.71826171875}, {"start": 896.68, "end": 897.04, "word": " ف", "probability": 0.69482421875}, {"start": 897.04, "end": 897.46, "word": " neural", "probability": 0.55859375}, {"start": 897.46, "end": 897.82, "word": " expert", "probability": 0.79541015625}, {"start": 897.82, "end": 898.34, "word": " system", "probability": 0.96337890625}, {"start": 898.34, "end": 898.84, "word": " واضح", "probability": 0.9519856770833334}, {"start": 898.84, "end": 899.46, "word": " ليش؟", "probability": 0.8091634114583334}, {"start": 899.46, "end": 899.6, "word": " أنا", "probability": 0.57080078125}, {"start": 899.6, "end": 900.08, "word": " هشتغل", "probability": 0.7861328125}, {"start": 900.08, "end": 900.24, "word": " على", "probability": 0.87060546875}, {"start": 900.24, "end": 900.4, "word": " ال", "probability": 0.85107421875}, {"start": 900.4, "end": 900.54, "word": " if", "probability": 0.9560546875}, {"start": 900.54, "end": 900.8, "word": " then", "probability": 0.7431640625}, {"start": 900.8, "end": 901.84, "word": " تمام", "probability": 0.889404296875}, {"start": 901.84, "end": 902.44, "word": " جايانة", "probability": 0.74658203125}, {"start": 902.44, "end": 902.54, "word": " من", "probability": 0.9921875}, {"start": 902.54, "end": 902.72, "word": " مين", "probability": 0.922119140625}, {"start": 902.72, "end": 902.82, "word": " ال", "probability": 0.955078125}, {"start": 902.82, "end": 902.94, "word": " if", "probability": 0.97021484375}, {"start": 902.94, "end": 903.54, "word": " then؟", "probability": 0.857421875}, {"start": 903.54, "end": 903.9, "word": " جايانة", "probability": 0.91015625}, {"start": 903.9, "end": 904.1, "word": " من", "probability": 0.99609375}, {"start": 904.1, "end": 904.56, "word": " ال", "probability": 0.96923828125}, {"start": 904.56, "end": 904.96, "word": " expert", "probability": 0.94189453125}, {"start": 904.96, "end": 905.72, "word": " system", "probability": 0.97900390625}, {"start": 905.72, "end": 906.26, "word": " فإذا", "probability": 0.8917643229166666}, {"start": 906.26, "end": 906.4, "word": " ال", "probability": 0.74853515625}, {"start": 906.4, "end": 906.66, "word": " expert", "probability": 0.9306640625}, {"start": 906.66, "end": 907.12, "word": " system", "probability": 0.9794921875}, {"start": 907.12, "end": 907.74, "word": " بيعتمد", "probability": 0.95185546875}, {"start": 907.74, "end": 907.88, "word": " على", "probability": 0.8955078125}, {"start": 907.88, "end": 908.0, "word": " ال", "probability": 0.95849609375}, {"start": 908.0, "end": 908.32, "word": " logical", "probability": 0.96630859375}, {"start": 908.32, "end": 908.94, "word": " inference", "probability": 0.966796875}, {"start": 908.94, "end": 909.48, "word": " على", "probability": 0.7216796875}, {"start": 909.48, "end": 910.02, "word": " الاستدلال", "probability": 0.94375}, {"start": 910.02, "end": 910.56, "word": " المنطقي", "probability": 0.9515380859375}, {"start": 910.56, "end": 911.72, "word": " و", "probability": 0.76123046875}, {"start": 911.72, "end": 912.06, "word": " ال", "probability": 0.89208984375}, {"start": 912.06, "end": 912.44, "word": " decision", "probability": 0.984375}, {"start": 912.44, "end": 913.04, "word": " trees", "probability": 0.92333984375}, {"start": 913.04, "end": 913.48, "word": " if", "probability": 0.9169921875}, {"start": 913.48, "end": 913.78, "word": " then", "probability": 0.90087890625}, {"start": 913.78, "end": 914.06, "word": " if", "probability": 0.3974609375}, {"start": 914.06, "end": 914.36, "word": " then", "probability": 0.8994140625}, {"start": 914.36, "end": 914.58, "word": " if", "probability": 0.912109375}, {"start": 914.58, "end": 914.88, "word": " then", "probability": 0.90380859375}, {"start": 914.88, "end": 915.46, "word": " فهتلاقي", "probability": 0.890625}, {"start": 915.46, "end": 915.84, "word": " ال", "probability": 0.3681640625}, {"start": 915.84, "end": 916.16, "word": " if", "probability": 0.97314453125}, {"start": 916.16, "end": 916.44, "word": " then", "probability": 0.88720703125}, {"start": 916.44, "end": 916.88, "word": " يا", "probability": 0.6474609375}, {"start": 916.88, "end": 917.2, "word": " yes", "probability": 0.9541015625}, {"start": 917.2, "end": 917.38, "word": " يا", "probability": 0.92626953125}, {"start": 917.38, "end": 917.6, "word": " no", "probability": 0.91357421875}], "temperature": 1.0}, {"id": 43, "seek": 94197, "start": 918.57, "end": 941.97, "text": "طيب ال if then هنا yes no فهذا تمثل بالشكل كبير كبير على حاجة اسمها tree او decision trees بركز اكتر على ال modeling human reasoning بمعنى التفكير البشري لأنه زي ما قلنا مين اللي بده يعطينا ال rules هذي و مين اللي بده يقول ال rules صح ولا غلط هو ال expert domain او ال human domain طبعا مش هيك", "tokens": [9566, 1829, 3555, 2423, 498, 550, 34105, 2086, 572, 6156, 3224, 15730, 46811, 12984, 1211, 20666, 8592, 28820, 9122, 3555, 13546, 9122, 3555, 13546, 15844, 11331, 26108, 3660, 24525, 2304, 11296, 4230, 1975, 2407, 3537, 5852, 4724, 31747, 11622, 1975, 4117, 2655, 2288, 15844, 2423, 15983, 1952, 21577, 4724, 2304, 3615, 1863, 7578, 16712, 5172, 4117, 13546, 29739, 8592, 16572, 5296, 33456, 3224, 30767, 1829, 19446, 12174, 1211, 8315, 3714, 9957, 13672, 1829, 47525, 3224, 37495, 9566, 1829, 8315, 2423, 4474, 8032, 8848, 1829, 4032, 3714, 9957, 13672, 1829, 47525, 3224, 7251, 39648, 2423, 4474, 20328, 5016, 49429, 32771, 1211, 9566, 31439, 2423, 5844, 9274, 1975, 2407, 2423, 1952, 9274, 23032, 3555, 3615, 995, 37893, 39896, 4117], "avg_logprob": -0.18683791905641556, "compression_ratio": 1.678030303030303, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 918.57, "end": 918.83, "word": "طيب", "probability": 0.9065755208333334}, {"start": 918.83, "end": 918.95, "word": " ال", "probability": 0.9140625}, {"start": 918.95, "end": 919.07, "word": " if", "probability": 0.395263671875}, {"start": 919.07, "end": 919.21, "word": " then", "probability": 0.734375}, {"start": 919.21, "end": 919.45, "word": " هنا", "probability": 0.986328125}, {"start": 919.45, "end": 919.71, "word": " yes", "probability": 0.74462890625}, {"start": 919.71, "end": 919.97, "word": " no", "probability": 0.2227783203125}, {"start": 919.97, "end": 920.49, "word": " فهذا", "probability": 0.6058756510416666}, {"start": 920.49, "end": 921.09, "word": " تمثل", "probability": 0.9122721354166666}, {"start": 921.09, "end": 921.39, "word": " بالشكل", "probability": 0.9523111979166666}, {"start": 921.39, "end": 921.91, "word": " كبير", "probability": 0.9542643229166666}, {"start": 921.91, "end": 921.91, "word": " كبير", "probability": 0.78515625}, {"start": 921.91, "end": 922.13, "word": " على", "probability": 0.8837890625}, {"start": 922.13, "end": 922.59, "word": " حاجة", "probability": 0.9519856770833334}, {"start": 922.59, "end": 922.89, "word": " اسمها", "probability": 0.9407552083333334}, {"start": 922.89, "end": 923.19, "word": " tree", "probability": 0.48046875}, {"start": 923.19, "end": 924.19, "word": " او", "probability": 0.7568359375}, {"start": 924.19, "end": 924.55, "word": " decision", "probability": 0.95751953125}, {"start": 924.55, "end": 925.07, "word": " trees", "probability": 0.90771484375}, {"start": 925.07, "end": 926.33, "word": " بركز", "probability": 0.8486328125}, {"start": 926.33, "end": 926.93, "word": " اكتر", "probability": 0.9334716796875}, {"start": 926.93, "end": 927.33, "word": " على", "probability": 0.884765625}, {"start": 927.33, "end": 928.07, "word": " ال", "probability": 0.7177734375}, {"start": 928.07, "end": 928.45, "word": " modeling", "probability": 0.71240234375}, {"start": 928.45, "end": 929.27, "word": " human", "probability": 0.9072265625}, {"start": 929.27, "end": 930.31, "word": " reasoning", "probability": 0.958984375}, {"start": 930.31, "end": 931.17, "word": " بمعنى", "probability": 0.96943359375}, {"start": 931.17, "end": 931.65, "word": " التفكير", "probability": 0.99658203125}, {"start": 931.65, "end": 932.15, "word": " البشري", "probability": 0.9635416666666666}, {"start": 932.15, "end": 932.87, "word": " لأنه", "probability": 0.7318522135416666}, {"start": 932.87, "end": 933.17, "word": " زي", "probability": 0.960205078125}, {"start": 933.17, "end": 933.25, "word": " ما", "probability": 0.9755859375}, {"start": 933.25, "end": 933.51, "word": " قلنا", "probability": 0.92333984375}, {"start": 933.51, "end": 933.71, "word": " مين", "probability": 0.943115234375}, {"start": 933.71, "end": 933.83, "word": " اللي", "probability": 0.9638671875}, {"start": 933.83, "end": 934.05, "word": " بده", "probability": 0.69482421875}, {"start": 934.05, "end": 934.49, "word": " يعطينا", "probability": 0.8515625}, {"start": 934.49, "end": 934.61, "word": " ال", "probability": 0.966796875}, {"start": 934.61, "end": 934.83, "word": " rules", "probability": 0.8154296875}, {"start": 934.83, "end": 935.13, "word": " هذي", "probability": 0.6114908854166666}, {"start": 935.13, "end": 935.25, "word": " و", "probability": 0.7802734375}, {"start": 935.25, "end": 935.35, "word": " مين", "probability": 0.8212890625}, {"start": 935.35, "end": 935.43, "word": " اللي", "probability": 0.6845703125}, {"start": 935.43, "end": 935.59, "word": " بده", "probability": 0.8076171875}, {"start": 935.59, "end": 935.71, "word": " يقول", "probability": 0.986572265625}, {"start": 935.71, "end": 935.83, "word": " ال", "probability": 0.42626953125}, {"start": 935.83, "end": 935.99, "word": " rules", "probability": 0.712890625}, {"start": 935.99, "end": 936.25, "word": " صح", "probability": 0.989013671875}, {"start": 936.25, "end": 936.39, "word": " ولا", "probability": 0.82177734375}, {"start": 936.39, "end": 936.75, "word": " غلط", "probability": 0.9944661458333334}, {"start": 936.75, "end": 937.29, "word": " هو", "probability": 0.66064453125}, {"start": 937.29, "end": 938.31, "word": " ال", "probability": 0.919921875}, {"start": 938.31, "end": 939.25, "word": " expert", "probability": 0.76953125}, {"start": 939.25, "end": 939.69, "word": " domain", "probability": 0.95849609375}, {"start": 939.69, "end": 940.15, "word": " او", "probability": 0.8740234375}, {"start": 940.15, "end": 940.59, "word": " ال", "probability": 0.96923828125}, {"start": 940.59, "end": 940.83, "word": " human", "probability": 0.94970703125}, {"start": 940.83, "end": 941.17, "word": " domain", "probability": 0.990234375}, {"start": 941.17, "end": 941.49, "word": " طبعا", "probability": 0.79833984375}, {"start": 941.49, "end": 941.67, "word": " مش", "probability": 0.80126953125}, {"start": 941.67, "end": 941.97, "word": " هيك", "probability": 0.967529296875}], "temperature": 1.0}, {"id": 44, "seek": 96688, "start": 942.6, "end": 966.88, "text": "اللي هو ال expert human أو الخبير اللي بده يكتبها فإذا بيعتمد بشكل أساسي ال modeling تبعنا على التفكير المنطقي بينما neural network في المقابل هي بتعتمد على ال parallel data processing انه في parallelism ال parallelism هذه هي اللي بتعطيني سرعة بتعطيني عملية ال adaptation اللي ممكن", "tokens": [6027, 20292, 31439, 2423, 5844, 1952, 34051, 33962, 3555, 13546, 13672, 1829, 47525, 3224, 7251, 4117, 2655, 3555, 11296, 6156, 28814, 15730, 4724, 1829, 34268, 2304, 3215, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 2423, 15983, 6055, 3555, 3615, 8315, 15844, 16712, 5172, 4117, 13546, 9673, 1863, 9566, 38436, 49374, 15042, 18161, 3209, 8978, 9673, 4587, 16758, 1211, 39896, 39894, 34268, 2304, 3215, 15844, 2423, 8952, 1412, 9007, 16472, 3224, 8978, 8952, 1434, 2423, 8952, 1434, 29538, 39896, 13672, 1829, 39894, 3615, 9566, 9957, 1829, 8608, 2288, 27884, 39894, 3615, 9566, 9957, 1829, 6225, 42213, 10632, 2423, 21549, 13672, 1829, 3714, 43020], "avg_logprob": -0.13425364338078546, "compression_ratio": 1.7298387096774193, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 942.6, "end": 942.94, "word": "اللي", "probability": 0.859130859375}, {"start": 942.94, "end": 943.18, "word": " هو", "probability": 0.974609375}, {"start": 943.18, "end": 943.66, "word": " ال", "probability": 0.87744140625}, {"start": 943.66, "end": 944.04, "word": " expert", "probability": 0.3056640625}, {"start": 944.04, "end": 945.0, "word": " human", "probability": 0.87255859375}, {"start": 945.0, "end": 945.6, "word": " أو", "probability": 0.8271484375}, {"start": 945.6, "end": 946.28, "word": " الخبير", "probability": 0.9599609375}, {"start": 946.28, "end": 946.7, "word": " اللي", "probability": 0.928466796875}, {"start": 946.7, "end": 946.92, "word": " بده", "probability": 0.7763671875}, {"start": 946.92, "end": 947.42, "word": " يكتبها", "probability": 0.98271484375}, {"start": 947.42, "end": 947.84, "word": " فإذا", "probability": 0.5361328125}, {"start": 947.84, "end": 948.28, "word": " بيعتمد", "probability": 0.9203125}, {"start": 948.28, "end": 948.62, "word": " بشكل", "probability": 0.9093424479166666}, {"start": 948.62, "end": 949.1, "word": " أساسي", "probability": 0.98291015625}, {"start": 949.1, "end": 949.26, "word": " ال", "probability": 0.6796875}, {"start": 949.26, "end": 949.52, "word": " modeling", "probability": 0.703125}, {"start": 949.52, "end": 949.86, "word": " تبعنا", "probability": 0.76617431640625}, {"start": 949.86, "end": 950.16, "word": " على", "probability": 0.85009765625}, {"start": 950.16, "end": 951.5, "word": " التفكير", "probability": 0.99462890625}, {"start": 951.5, "end": 952.04, "word": " المنطقي", "probability": 0.9459228515625}, {"start": 952.04, "end": 952.6, "word": " بينما", "probability": 0.787841796875}, {"start": 952.6, "end": 952.86, "word": " neural", "probability": 0.84326171875}, {"start": 952.86, "end": 953.48, "word": " network", "probability": 0.93359375}, {"start": 953.48, "end": 953.78, "word": " في", "probability": 0.7421875}, {"start": 953.78, "end": 954.26, "word": " المقابل", "probability": 0.9713134765625}, {"start": 954.26, "end": 954.34, "word": " هي", "probability": 0.71923828125}, {"start": 954.34, "end": 954.78, "word": " بتعتمد", "probability": 0.9849853515625}, {"start": 954.78, "end": 954.94, "word": " على", "probability": 0.87255859375}, {"start": 954.94, "end": 955.1, "word": " ال", "probability": 0.978515625}, {"start": 955.1, "end": 955.44, "word": " parallel", "probability": 0.890625}, {"start": 955.44, "end": 956.2, "word": " data", "probability": 0.970703125}, {"start": 956.2, "end": 956.86, "word": " processing", "probability": 0.97412109375}, {"start": 956.86, "end": 957.76, "word": " انه", "probability": 0.63134765625}, {"start": 957.76, "end": 957.92, "word": " في", "probability": 0.91845703125}, {"start": 957.92, "end": 959.56, "word": " parallelism", "probability": 0.8828125}, {"start": 959.56, "end": 960.1, "word": " ال", "probability": 0.75390625}, {"start": 960.1, "end": 960.78, "word": " parallelism", "probability": 0.95947265625}, {"start": 960.78, "end": 961.16, "word": " هذه", "probability": 0.5439453125}, {"start": 961.16, "end": 962.88, "word": " هي", "probability": 0.94287109375}, {"start": 962.88, "end": 963.1, "word": " اللي", "probability": 0.98681640625}, {"start": 963.1, "end": 963.58, "word": " بتعطيني", "probability": 0.9361328125}, {"start": 963.58, "end": 963.94, "word": " سرعة", "probability": 0.9752604166666666}, {"start": 963.94, "end": 964.62, "word": " بتعطيني", "probability": 0.89853515625}, {"start": 964.62, "end": 965.04, "word": " عملية", "probability": 0.9811197916666666}, {"start": 965.04, "end": 965.22, "word": " ال", "probability": 0.93310546875}, {"start": 965.22, "end": 965.76, "word": " adaptation", "probability": 0.919921875}, {"start": 965.76, "end": 966.36, "word": " اللي", "probability": 0.9638671875}, {"start": 966.36, "end": 966.88, "word": " ممكن", "probability": 0.992431640625}], "temperature": 1.0}, {"id": 45, "seek": 99115, "start": 967.41, "end": 991.15, "text": "اللي اتكلمنا عنها سابقاً، هنضيف إلى ذلك إن هي بتعمل focusing على إيش، يعني هي استوحىت هذا الموضوع من مين، مش من ال modeling لل human reasoning، إنه نستوحيها اللي هي ال rule اللي كانت فوق هنا كانت rule، استوحاها من مين؟ من ال expert، ال human، هنا لأ، باستوحيها من ال human brain، من ال human brain، التركيب نفسه لل brain، بمعنى", "tokens": [6027, 20292, 1975, 2655, 4117, 19528, 8315, 18871, 11296, 8608, 16758, 4587, 995, 14111, 12399, 8032, 1863, 11242, 33911, 30731, 29910, 23275, 36145, 39896, 39894, 25957, 1211, 8416, 15844, 11933, 1829, 8592, 12399, 37495, 22653, 39896, 44713, 2407, 5016, 7578, 2655, 23758, 9673, 2407, 11242, 45367, 9154, 3714, 9957, 12399, 37893, 9154, 2423, 15983, 24976, 1952, 21577, 12399, 36145, 3224, 8717, 14851, 2407, 5016, 1829, 11296, 13672, 1829, 39896, 2423, 4978, 13672, 1829, 25961, 2655, 6156, 30543, 34105, 25961, 2655, 4978, 12399, 44713, 2407, 5016, 995, 11296, 9154, 3714, 9957, 22807, 9154, 2423, 5844, 12399, 2423, 1952, 12399, 34105, 5296, 10721, 12399, 4724, 995, 14851, 2407, 5016, 1829, 11296, 9154, 2423, 1952, 3567, 12399, 9154, 2423, 1952, 3567, 12399, 16712, 31747, 1829, 3555, 8717, 36178, 3224, 24976, 3567, 12399, 4724, 2304, 3615, 1863, 7578], "avg_logprob": -0.14745370083385043, "compression_ratio": 1.8974358974358974, "no_speech_prob": 3.516674041748047e-06, "words": [{"start": 967.41, "end": 967.71, "word": "اللي", "probability": 0.665771484375}, {"start": 967.71, "end": 968.27, "word": " اتكلمنا", "probability": 0.93984375}, {"start": 968.27, "end": 968.47, "word": " عنها", "probability": 0.995849609375}, {"start": 968.47, "end": 969.33, "word": " سابقاً،", "probability": 0.8190104166666666}, {"start": 969.33, "end": 969.77, "word": " هنضيف", "probability": 0.9317626953125}, {"start": 969.77, "end": 969.95, "word": " إلى", "probability": 0.943359375}, {"start": 969.95, "end": 970.17, "word": " ذلك", "probability": 0.996337890625}, {"start": 970.17, "end": 970.27, "word": " إن", "probability": 0.46044921875}, {"start": 970.27, "end": 970.35, "word": " هي", "probability": 0.73876953125}, {"start": 970.35, "end": 970.67, "word": " بتعمل", "probability": 0.97802734375}, {"start": 970.67, "end": 971.03, "word": " focusing", "probability": 0.44775390625}, {"start": 971.03, "end": 971.29, "word": " على", "probability": 0.576171875}, {"start": 971.29, "end": 971.87, "word": " إيش،", "probability": 0.8743896484375}, {"start": 971.87, "end": 972.01, "word": " يعني", "probability": 0.962158203125}, {"start": 972.01, "end": 972.33, "word": " هي", "probability": 0.80517578125}, {"start": 972.33, "end": 973.23, "word": " استوحىت", "probability": 0.732958984375}, {"start": 973.23, "end": 973.37, "word": " هذا", "probability": 0.96630859375}, {"start": 973.37, "end": 973.67, "word": " الموضوع", "probability": 0.997802734375}, {"start": 973.67, "end": 973.83, "word": " من", "probability": 0.990234375}, {"start": 973.83, "end": 974.53, "word": " مين،", "probability": 0.9246419270833334}, {"start": 974.53, "end": 974.81, "word": " مش", "probability": 0.947265625}, {"start": 974.81, "end": 975.09, "word": " من", "probability": 0.99560546875}, {"start": 975.09, "end": 975.49, "word": " ال", "probability": 0.85791015625}, {"start": 975.49, "end": 975.79, "word": " modeling", "probability": 0.5302734375}, {"start": 975.79, "end": 976.01, "word": " لل", "probability": 0.744140625}, {"start": 976.01, "end": 976.35, "word": " human", "probability": 0.70458984375}, {"start": 976.35, "end": 977.39, "word": " reasoning،", "probability": 0.836181640625}, {"start": 977.39, "end": 977.63, "word": " إنه", "probability": 0.7978515625}, {"start": 977.63, "end": 978.29, "word": " نستوحيها", "probability": 0.97705078125}, {"start": 978.29, "end": 978.87, "word": " اللي", "probability": 0.864501953125}, {"start": 978.87, "end": 979.03, "word": " هي", "probability": 0.916015625}, {"start": 979.03, "end": 979.17, "word": " ال", "probability": 0.880859375}, {"start": 979.17, "end": 979.31, "word": " rule", "probability": 0.6171875}, {"start": 979.31, "end": 979.47, "word": " اللي", "probability": 0.983154296875}, {"start": 979.47, "end": 979.75, "word": " كانت", "probability": 0.9833984375}, {"start": 979.75, "end": 979.99, "word": " فوق", "probability": 0.981201171875}, {"start": 979.99, "end": 980.13, "word": " هنا", "probability": 0.5810546875}, {"start": 980.13, "end": 980.41, "word": " كانت", "probability": 0.918212890625}, {"start": 980.41, "end": 981.13, "word": " rule،", "probability": 0.78271484375}, {"start": 981.13, "end": 981.53, "word": " استوحاها", "probability": 0.876220703125}, {"start": 981.53, "end": 981.67, "word": " من", "probability": 0.99609375}, {"start": 981.67, "end": 982.01, "word": " مين؟", "probability": 0.9169921875}, {"start": 982.01, "end": 982.17, "word": " من", "probability": 0.978515625}, {"start": 982.17, "end": 982.25, "word": " ال", "probability": 0.96630859375}, {"start": 982.25, "end": 982.95, "word": " expert،", "probability": 0.685791015625}, {"start": 982.95, "end": 983.05, "word": " ال", "probability": 0.6904296875}, {"start": 983.05, "end": 983.41, "word": " human،", "probability": 0.8876953125}, {"start": 983.41, "end": 983.71, "word": " هنا", "probability": 0.98583984375}, {"start": 983.71, "end": 983.95, "word": " لأ،", "probability": 0.8292643229166666}, {"start": 983.95, "end": 984.51, "word": " باستوحيها", "probability": 0.9103306361607143}, {"start": 984.51, "end": 984.75, "word": " من", "probability": 0.99560546875}, {"start": 984.75, "end": 985.27, "word": " ال", "probability": 0.990234375}, {"start": 985.27, "end": 985.59, "word": " human", "probability": 0.94384765625}, {"start": 985.59, "end": 987.89, "word": " brain،", "probability": 0.732666015625}, {"start": 987.89, "end": 987.99, "word": " من", "probability": 0.5048828125}, {"start": 987.99, "end": 988.07, "word": " ال", "probability": 0.98974609375}, {"start": 988.07, "end": 988.29, "word": " human", "probability": 0.90966796875}, {"start": 988.29, "end": 988.81, "word": " brain،", "probability": 0.928466796875}, {"start": 988.81, "end": 989.25, "word": " التركيب", "probability": 0.9822998046875}, {"start": 989.25, "end": 989.71, "word": " نفسه", "probability": 0.9977213541666666}, {"start": 989.71, "end": 990.05, "word": " لل", "probability": 0.85302734375}, {"start": 990.05, "end": 990.57, "word": " brain،", "probability": 0.948486328125}, {"start": 990.57, "end": 991.15, "word": " بمعنى", "probability": 0.98857421875}], "temperature": 1.0}, {"id": 46, "seek": 102077, "start": 992.35, "end": 1020.77, "text": "إنه ال expert system بيتعامل مع ال brain كإنه black box فال black box هذا هو مش عارف إيش جوا المهم إنه هاتلنا خبير يقول لي إيش الناتج و خلاص يعطيني ناتج و خلاصنا يبني ال .. ال .. ال .. ال .. ال rule و خلاص بينما ال neural .. ال neural networks لأ هي بتنظر لل structure نفسه و ال function بتاعة ال brain نفسه و أهم شغل فيها ال ability to learn", "tokens": [28814, 1863, 3224, 2423, 5844, 1185, 4724, 36081, 3615, 10943, 1211, 20449, 2423, 3567, 9122, 28814, 1863, 3224, 2211, 2424, 6156, 6027, 2211, 2424, 23758, 31439, 37893, 6225, 9640, 5172, 11933, 1829, 8592, 10874, 14407, 9673, 16095, 36145, 3224, 8032, 9307, 1211, 8315, 16490, 3555, 13546, 7251, 39648, 32239, 11933, 1829, 8592, 28239, 9307, 7435, 4032, 16490, 1211, 33546, 7251, 3615, 9566, 9957, 1829, 8717, 9307, 7435, 4032, 16490, 1211, 33546, 8315, 7251, 3555, 22653, 2423, 4386, 2423, 4386, 2423, 4386, 2423, 4386, 2423, 4978, 4032, 16490, 1211, 33546, 49374, 15042, 2423, 18161, 4386, 2423, 18161, 9590, 5296, 10721, 39896, 39894, 1863, 19913, 2288, 24976, 3877, 8717, 36178, 3224, 4032, 2423, 2445, 39894, 995, 27884, 2423, 3567, 8717, 36178, 3224, 4032, 5551, 16095, 13412, 17082, 1211, 8978, 11296, 2423, 3485, 281, 1466], "avg_logprob": -0.1621240534280476, "compression_ratio": 1.8237410071942446, "no_speech_prob": 0.0, "words": [{"start": 992.35, "end": 992.79, "word": "إنه", "probability": 0.7135416666666666}, {"start": 992.79, "end": 992.91, "word": " ال", "probability": 0.94580078125}, {"start": 992.91, "end": 993.23, "word": " expert", "probability": 0.4697265625}, {"start": 993.23, "end": 994.71, "word": " system", "probability": 0.9169921875}, {"start": 994.71, "end": 995.57, "word": " بيتعامل", "probability": 0.94150390625}, {"start": 995.57, "end": 995.71, "word": " مع", "probability": 0.99365234375}, {"start": 995.71, "end": 995.85, "word": " ال", "probability": 0.9677734375}, {"start": 995.85, "end": 996.11, "word": " brain", "probability": 0.9267578125}, {"start": 996.11, "end": 996.65, "word": " كإنه", "probability": 0.8709716796875}, {"start": 996.65, "end": 997.23, "word": " black", "probability": 0.818359375}, {"start": 997.23, "end": 997.63, "word": " box", "probability": 0.91748046875}, {"start": 997.63, "end": 998.59, "word": " فال", "probability": 0.861083984375}, {"start": 998.59, "end": 998.81, "word": " black", "probability": 0.90234375}, {"start": 998.81, "end": 999.13, "word": " box", "probability": 0.9423828125}, {"start": 999.13, "end": 999.45, "word": " هذا", "probability": 0.67919921875}, {"start": 999.45, "end": 999.61, "word": " هو", "probability": 0.91455078125}, {"start": 999.61, "end": 999.77, "word": " مش", "probability": 0.98388671875}, {"start": 999.77, "end": 999.97, "word": " عارف", "probability": 0.994140625}, {"start": 999.97, "end": 1000.11, "word": " إيش", "probability": 0.8507486979166666}, {"start": 1000.11, "end": 1000.39, "word": " جوا", "probability": 0.81884765625}, {"start": 1000.39, "end": 1000.77, "word": " المهم", "probability": 0.747802734375}, {"start": 1000.77, "end": 1001.35, "word": " إنه", "probability": 0.8720703125}, {"start": 1001.35, "end": 1001.93, "word": " هاتلنا", "probability": 0.9091796875}, {"start": 1001.93, "end": 1002.73, "word": " خبير", "probability": 0.9754231770833334}, {"start": 1002.73, "end": 1003.29, "word": " يقول", "probability": 0.976318359375}, {"start": 1003.29, "end": 1003.39, "word": " لي", "probability": 0.55419921875}, {"start": 1003.39, "end": 1003.51, "word": " إيش", "probability": 0.8600260416666666}, {"start": 1003.51, "end": 1003.83, "word": " الناتج", "probability": 0.6861165364583334}, {"start": 1003.83, "end": 1003.91, "word": " و", "probability": 0.9873046875}, {"start": 1003.91, "end": 1004.25, "word": " خلاص", "probability": 0.79443359375}, {"start": 1004.25, "end": 1005.81, "word": " يعطيني", "probability": 0.809326171875}, {"start": 1005.81, "end": 1006.13, "word": " ناتج", "probability": 0.9837239583333334}, {"start": 1006.13, "end": 1006.23, "word": " و", "probability": 0.9912109375}, {"start": 1006.23, "end": 1006.57, "word": " خلاصنا", "probability": 0.80401611328125}, {"start": 1006.57, "end": 1006.87, "word": " يبني", "probability": 0.8855794270833334}, {"start": 1006.87, "end": 1007.09, "word": " ال", "probability": 0.38623046875}, {"start": 1007.09, "end": 1007.39, "word": " ..", "probability": 0.3837890625}, {"start": 1007.39, "end": 1007.79, "word": " ال", "probability": 0.92431640625}, {"start": 1007.79, "end": 1007.79, "word": " ..", "probability": 0.86474609375}, {"start": 1007.79, "end": 1008.63, "word": " ال", "probability": 0.9716796875}, {"start": 1008.63, "end": 1008.63, "word": " ..", "probability": 0.81591796875}, {"start": 1008.63, "end": 1009.13, "word": " ال", "probability": 0.9677734375}, {"start": 1009.13, "end": 1009.13, "word": " ..", "probability": 0.50146484375}, {"start": 1009.13, "end": 1009.21, "word": " ال", "probability": 0.966796875}, {"start": 1009.21, "end": 1009.39, "word": " rule", "probability": 0.466796875}, {"start": 1009.39, "end": 1009.51, "word": " و", "probability": 0.94970703125}, {"start": 1009.51, "end": 1009.77, "word": " خلاص", "probability": 0.9376627604166666}, {"start": 1009.77, "end": 1010.43, "word": " بينما", "probability": 0.90625}, {"start": 1010.43, "end": 1010.61, "word": " ال", "probability": 0.7607421875}, {"start": 1010.61, "end": 1010.89, "word": " neural", "probability": 0.91015625}, {"start": 1010.89, "end": 1011.29, "word": " ..", "probability": 0.8388671875}, {"start": 1011.29, "end": 1011.49, "word": " ال", "probability": 0.9365234375}, {"start": 1011.49, "end": 1011.77, "word": " neural", "probability": 0.9677734375}, {"start": 1011.77, "end": 1012.37, "word": " networks", "probability": 0.83203125}, {"start": 1012.37, "end": 1012.85, "word": " لأ", "probability": 0.9794921875}, {"start": 1012.85, "end": 1012.97, "word": " هي", "probability": 0.79150390625}, {"start": 1012.97, "end": 1013.31, "word": " بتنظر", "probability": 0.9703369140625}, {"start": 1013.31, "end": 1013.45, "word": " لل", "probability": 0.2978515625}, {"start": 1013.45, "end": 1014.09, "word": " structure", "probability": 0.91455078125}, {"start": 1014.09, "end": 1014.79, "word": " نفسه", "probability": 0.9943033854166666}, {"start": 1014.79, "end": 1015.07, "word": " و", "probability": 0.9169921875}, {"start": 1015.07, "end": 1015.21, "word": " ال", "probability": 0.95068359375}, {"start": 1015.21, "end": 1015.81, "word": " function", "probability": 0.96240234375}, {"start": 1015.81, "end": 1016.41, "word": " بتاعة", "probability": 0.953125}, {"start": 1016.41, "end": 1016.63, "word": " ال", "probability": 0.98974609375}, {"start": 1016.63, "end": 1016.97, "word": " brain", "probability": 0.982421875}, {"start": 1016.97, "end": 1017.63, "word": " نفسه", "probability": 0.9973958333333334}, {"start": 1017.63, "end": 1017.99, "word": " و", "probability": 0.6787109375}, {"start": 1017.99, "end": 1018.53, "word": " أهم", "probability": 0.985107421875}, {"start": 1018.53, "end": 1019.05, "word": " شغل", "probability": 0.8263346354166666}, {"start": 1019.05, "end": 1019.45, "word": " فيها", "probability": 0.986328125}, {"start": 1019.45, "end": 1019.77, "word": " ال", "probability": 0.97119140625}, {"start": 1019.77, "end": 1020.15, "word": " ability", "probability": 0.84521484375}, {"start": 1020.15, "end": 1020.41, "word": " to", "probability": 0.9873046875}, {"start": 1020.41, "end": 1020.77, "word": " learn", "probability": 0.98046875}], "temperature": 1.0}, {"id": 47, "seek": 104152, "start": 1021.56, "end": 1041.52, "text": "كان دي كيف بتعلم الدماغ، كيف الدماغ بيخزن، كيف بي .. بي .. بي .. بيميز، كيف بيعمل recognition و correction وكل الأمور هذه، فبيميز على أو بيركز على التعلم في الدماغ، هذا ال neural network، فإذا واضح أنه كل واحد بيفكر بطريقة غير التانية، فتخيل لما ينحطوا مع بعض، بده يصير", "tokens": [41361, 11778, 1829, 9122, 33911, 39894, 3615, 19528, 32748, 2304, 5718, 118, 12399, 9122, 33911, 32748, 2304, 5718, 118, 4724, 1829, 9778, 11622, 1863, 12399, 9122, 33911, 4724, 1829, 4386, 4724, 1829, 4386, 4724, 1829, 4386, 4724, 32640, 1829, 11622, 12399, 9122, 33911, 4724, 1829, 25957, 1211, 11150, 4032, 19984, 4032, 28820, 16247, 2304, 13063, 29538, 12399, 6156, 21292, 2304, 1829, 11622, 15844, 34051, 4724, 13546, 4117, 11622, 15844, 16712, 3615, 19528, 8978, 32748, 2304, 5718, 118, 12399, 23758, 2423, 18161, 3209, 12399, 6156, 28814, 15730, 4032, 46958, 5016, 14739, 3224, 28242, 36764, 24401, 4724, 33911, 37983, 4724, 9566, 16572, 28671, 32771, 13546, 16712, 7649, 10632, 12399, 6156, 2655, 9778, 26895, 5296, 15042, 7251, 1863, 5016, 9566, 14407, 20449, 45030, 11242, 12399, 47525, 3224, 7251, 9381, 13546], "avg_logprob": -0.1614990277448669, "compression_ratio": 1.8395061728395061, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1021.56, "end": 1021.86, "word": "كان", "probability": 0.1610107421875}, {"start": 1021.86, "end": 1022.16, "word": " دي", "probability": 0.544677734375}, {"start": 1022.16, "end": 1022.56, "word": " كيف", "probability": 0.95751953125}, {"start": 1022.56, "end": 1023.34, "word": " بتعلم", "probability": 0.8790690104166666}, {"start": 1023.34, "end": 1024.36, "word": " الدماغ،", "probability": 0.8494140625}, {"start": 1024.36, "end": 1024.48, "word": " كيف", "probability": 0.968017578125}, {"start": 1024.48, "end": 1024.76, "word": " الدماغ", "probability": 0.91064453125}, {"start": 1024.76, "end": 1025.68, "word": " بيخزن،", "probability": 0.9349772135416666}, {"start": 1025.68, "end": 1025.9, "word": " كيف", "probability": 0.915771484375}, {"start": 1025.9, "end": 1026.52, "word": " بي", "probability": 0.810546875}, {"start": 1026.52, "end": 1026.52, "word": " ..", "probability": 0.796875}, {"start": 1026.52, "end": 1027.14, "word": " بي", "probability": 0.884765625}, {"start": 1027.14, "end": 1027.14, "word": " ..", "probability": 0.95361328125}, {"start": 1027.14, "end": 1027.42, "word": " بي", "probability": 0.893798828125}, {"start": 1027.42, "end": 1027.42, "word": " ..", "probability": 0.9033203125}, {"start": 1027.42, "end": 1028.54, "word": " بيميز،", "probability": 0.830615234375}, {"start": 1028.54, "end": 1028.72, "word": " كيف", "probability": 0.970458984375}, {"start": 1028.72, "end": 1028.96, "word": " بيعمل", "probability": 0.9813232421875}, {"start": 1028.96, "end": 1029.36, "word": " recognition", "probability": 0.91162109375}, {"start": 1029.36, "end": 1029.66, "word": " و", "probability": 0.95166015625}, {"start": 1029.66, "end": 1030.42, "word": " correction", "probability": 0.91552734375}, {"start": 1030.42, "end": 1030.9, "word": " وكل", "probability": 0.72998046875}, {"start": 1030.9, "end": 1031.2, "word": " الأمور", "probability": 0.9900716145833334}, {"start": 1031.2, "end": 1031.66, "word": " هذه،", "probability": 0.7080078125}, {"start": 1031.66, "end": 1032.26, "word": " فبيميز", "probability": 0.89658203125}, {"start": 1032.26, "end": 1032.5, "word": " على", "probability": 0.9296875}, {"start": 1032.5, "end": 1033.16, "word": " أو", "probability": 0.63427734375}, {"start": 1033.16, "end": 1033.6, "word": " بيركز", "probability": 0.937744140625}, {"start": 1033.6, "end": 1033.84, "word": " على", "probability": 0.951171875}, {"start": 1033.84, "end": 1034.62, "word": " التعلم", "probability": 0.95166015625}, {"start": 1034.62, "end": 1034.84, "word": " في", "probability": 0.98046875}, {"start": 1034.84, "end": 1035.52, "word": " الدماغ،", "probability": 0.945703125}, {"start": 1035.52, "end": 1035.68, "word": " هذا", "probability": 0.62255859375}, {"start": 1035.68, "end": 1035.78, "word": " ال", "probability": 0.783203125}, {"start": 1035.78, "end": 1035.94, "word": " neural", "probability": 0.85302734375}, {"start": 1035.94, "end": 1036.48, "word": " network،", "probability": 0.7548828125}, {"start": 1036.48, "end": 1036.66, "word": " فإذا", "probability": 0.8229166666666666}, {"start": 1036.66, "end": 1036.98, "word": " واضح", "probability": 0.827392578125}, {"start": 1036.98, "end": 1037.18, "word": " أنه", "probability": 0.44287109375}, {"start": 1037.18, "end": 1037.3, "word": " كل", "probability": 0.9580078125}, {"start": 1037.3, "end": 1037.54, "word": " واحد", "probability": 0.99365234375}, {"start": 1037.54, "end": 1037.92, "word": " بيفكر", "probability": 0.9417317708333334}, {"start": 1037.92, "end": 1038.22, "word": " بطريقة", "probability": 0.9691162109375}, {"start": 1038.22, "end": 1038.42, "word": " غير", "probability": 0.991455078125}, {"start": 1038.42, "end": 1038.8, "word": " التانية،", "probability": 0.9027099609375}, {"start": 1038.8, "end": 1039.2, "word": " فتخيل", "probability": 0.9798583984375}, {"start": 1039.2, "end": 1039.38, "word": " لما", "probability": 0.9091796875}, {"start": 1039.38, "end": 1039.84, "word": " ينحطوا", "probability": 0.96474609375}, {"start": 1039.84, "end": 1039.94, "word": " مع", "probability": 0.9970703125}, {"start": 1039.94, "end": 1040.96, "word": " بعض،", "probability": 0.9581705729166666}, {"start": 1040.96, "end": 1041.22, "word": " بده", "probability": 0.4520263671875}, {"start": 1041.22, "end": 1041.52, "word": " يصير", "probability": 0.9837239583333334}], "temperature": 1.0}, {"id": 48, "seek": 106581, "start": 1042.75, "end": 1065.81, "text": "powerful expert system هيك المتوقع يعني بس expert system جوي جدا تمام فإذا وين بتخزن ال expert system وين بيخزن معلومته في ال if then rule فإذا هو بيتعامل مع ال if then rule لبينما neural network لأ هي بتتعامل مع بتخزن ال فيه ال symbolic او ال synaptic عفوا ال synaptic weights بين ال neurons", "tokens": [9513, 906, 5844, 1185, 39896, 4117, 9673, 2655, 30543, 3615, 37495, 22653, 4724, 3794, 5844, 1185, 10874, 45865, 10874, 28259, 46811, 10943, 6156, 28814, 15730, 4032, 9957, 39894, 9778, 11622, 1863, 2423, 5844, 1185, 4032, 9957, 4724, 1829, 9778, 11622, 1863, 20449, 1211, 20498, 47395, 8978, 2423, 498, 550, 4978, 6156, 28814, 15730, 31439, 4724, 36081, 3615, 10943, 1211, 20449, 2423, 498, 550, 4978, 5296, 3555, 9957, 15042, 18161, 3209, 5296, 10721, 39896, 39894, 2655, 3615, 10943, 1211, 20449, 39894, 9778, 11622, 1863, 2423, 8978, 3224, 2423, 25755, 1975, 2407, 2423, 5451, 2796, 299, 6225, 5172, 14407, 2423, 5451, 2796, 299, 17443, 49374, 2423, 22027], "avg_logprob": -0.19487028062905906, "compression_ratio": 1.8482142857142858, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1042.7499999999998, "end": 1043.4299999999998, "word": "powerful", "probability": 0.6365966796875}, {"start": 1043.4299999999998, "end": 1044.11, "word": " expert", "probability": 0.78076171875}, {"start": 1044.11, "end": 1044.61, "word": " system", "probability": 0.93701171875}, {"start": 1044.61, "end": 1044.91, "word": " هيك", "probability": 0.748291015625}, {"start": 1044.91, "end": 1045.43, "word": " المتوقع", "probability": 0.987548828125}, {"start": 1045.43, "end": 1045.61, "word": " يعني", "probability": 0.699462890625}, {"start": 1045.61, "end": 1045.93, "word": " بس", "probability": 0.5455322265625}, {"start": 1045.93, "end": 1046.17, "word": " expert", "probability": 0.8291015625}, {"start": 1046.17, "end": 1046.55, "word": " system", "probability": 0.94921875}, {"start": 1046.55, "end": 1047.07, "word": " جوي", "probability": 0.769775390625}, {"start": 1047.07, "end": 1047.43, "word": " جدا", "probability": 0.982421875}, {"start": 1047.43, "end": 1048.17, "word": " تمام", "probability": 0.7666015625}, {"start": 1048.17, "end": 1048.67, "word": " فإذا", "probability": 0.7467447916666666}, {"start": 1048.67, "end": 1049.57, "word": " وين", "probability": 0.890869140625}, {"start": 1049.57, "end": 1050.25, "word": " بتخزن", "probability": 0.9560546875}, {"start": 1050.25, "end": 1050.49, "word": " ال", "probability": 0.96826171875}, {"start": 1050.49, "end": 1050.79, "word": " expert", "probability": 0.89453125}, {"start": 1050.79, "end": 1051.31, "word": " system", "probability": 0.9794921875}, {"start": 1051.31, "end": 1051.51, "word": " وين", "probability": 0.939208984375}, {"start": 1051.51, "end": 1051.85, "word": " بيخزن", "probability": 0.98583984375}, {"start": 1051.85, "end": 1052.31, "word": " معلومته", "probability": 0.8419189453125}, {"start": 1052.31, "end": 1052.45, "word": " في", "probability": 0.63525390625}, {"start": 1052.45, "end": 1052.51, "word": " ال", "probability": 0.73291015625}, {"start": 1052.51, "end": 1052.65, "word": " if", "probability": 0.87548828125}, {"start": 1052.65, "end": 1052.79, "word": " then", "probability": 0.669921875}, {"start": 1052.79, "end": 1053.07, "word": " rule", "probability": 0.943359375}, {"start": 1053.07, "end": 1053.75, "word": " فإذا", "probability": 0.8780924479166666}, {"start": 1053.75, "end": 1053.97, "word": " هو", "probability": 0.9873046875}, {"start": 1053.97, "end": 1055.11, "word": " بيتعامل", "probability": 0.9548828125}, {"start": 1055.11, "end": 1055.23, "word": " مع", "probability": 0.9912109375}, {"start": 1055.23, "end": 1055.37, "word": " ال", "probability": 0.92724609375}, {"start": 1055.37, "end": 1055.51, "word": " if", "probability": 0.9599609375}, {"start": 1055.51, "end": 1055.73, "word": " then", "probability": 0.8955078125}, {"start": 1055.73, "end": 1056.31, "word": " rule", "probability": 0.95458984375}, {"start": 1056.31, "end": 1057.13, "word": " لبينما", "probability": 0.829833984375}, {"start": 1057.13, "end": 1057.51, "word": " neural", "probability": 0.849609375}, {"start": 1057.51, "end": 1057.97, "word": " network", "probability": 0.96142578125}, {"start": 1057.97, "end": 1058.21, "word": " لأ", "probability": 0.972900390625}, {"start": 1058.21, "end": 1058.37, "word": " هي", "probability": 0.82177734375}, {"start": 1058.37, "end": 1058.97, "word": " بتتعامل", "probability": 0.9841796875}, {"start": 1058.97, "end": 1059.19, "word": " مع", "probability": 0.51904296875}, {"start": 1059.19, "end": 1060.47, "word": " بتخزن", "probability": 0.9617919921875}, {"start": 1060.47, "end": 1060.81, "word": " ال", "probability": 0.65380859375}, {"start": 1060.81, "end": 1061.15, "word": " فيه", "probability": 0.4700927734375}, {"start": 1061.15, "end": 1061.29, "word": " ال", "probability": 0.87255859375}, {"start": 1061.29, "end": 1061.85, "word": " symbolic", "probability": 0.890625}, {"start": 1061.85, "end": 1062.21, "word": " او", "probability": 0.758056640625}, {"start": 1062.21, "end": 1062.57, "word": " ال", "probability": 0.88623046875}, {"start": 1062.57, "end": 1063.47, "word": " synaptic", "probability": 0.87451171875}, {"start": 1063.47, "end": 1063.63, "word": " عفوا", "probability": 0.6973470052083334}, {"start": 1063.63, "end": 1063.77, "word": " ال", "probability": 0.337890625}, {"start": 1063.77, "end": 1064.19, "word": " synaptic", "probability": 0.8968098958333334}, {"start": 1064.19, "end": 1064.53, "word": " weights", "probability": 0.5869140625}, {"start": 1064.53, "end": 1065.15, "word": " بين", "probability": 0.9853515625}, {"start": 1065.15, "end": 1065.47, "word": " ال", "probability": 0.85986328125}, {"start": 1065.47, "end": 1065.81, "word": " neurons", "probability": 0.88037109375}], "temperature": 1.0}, {"id": 49, "seek": 108515, "start": 1066.51, "end": 1085.15, "text": "بين كل نيورن والتانية الـSynaptic weights اللي بينهم هي اللي بتخزن قيمة لحقيقة هذه هي المعرفة هي اللي تمثل المعرفة وعشان احنا مش جادرين نفهمها بالظبط عشان ايه احنا مابنعرفش ايش جوا .. احنا مابنعرفش ايش جوا لكن هذه اللي بتخزن كيفية فهم ال brain للمعرفة", "tokens": [3555, 9957, 28242, 8717, 1829, 13063, 1863, 16070, 2655, 7649, 10632, 2423, 39184, 50, 2534, 2796, 299, 17443, 13672, 1829, 49374, 16095, 39896, 13672, 1829, 39894, 9778, 11622, 1863, 12174, 32640, 3660, 5296, 5016, 38436, 28671, 29538, 39896, 9673, 3615, 28480, 3660, 39896, 13672, 1829, 46811, 12984, 1211, 9673, 3615, 28480, 3660, 4032, 3615, 8592, 7649, 1975, 5016, 8315, 37893, 10874, 18513, 2288, 9957, 8717, 5172, 16095, 11296, 20666, 19913, 3555, 9566, 6225, 8592, 7649, 1975, 1829, 3224, 1975, 5016, 8315, 19446, 3555, 1863, 3615, 28480, 8592, 1975, 1829, 8592, 10874, 14407, 4386, 1975, 5016, 8315, 19446, 3555, 1863, 3615, 28480, 8592, 1975, 1829, 8592, 10874, 14407, 44381, 29538, 13672, 1829, 39894, 9778, 11622, 1863, 9122, 33911, 10632, 6156, 16095, 2423, 3567, 5296, 19528, 3615, 28480, 3660], "avg_logprob": -0.1713867257349193, "compression_ratio": 2.0422535211267605, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 1066.51, "end": 1066.87, "word": "بين", "probability": 0.898193359375}, {"start": 1066.87, "end": 1067.09, "word": " كل", "probability": 0.9833984375}, {"start": 1067.09, "end": 1067.41, "word": " نيورن", "probability": 0.6837158203125}, {"start": 1067.41, "end": 1067.93, "word": " والتانية", "probability": 0.890869140625}, {"start": 1067.93, "end": 1068.69, "word": " الـSynaptic", "probability": 0.7704874674479166}, {"start": 1068.69, "end": 1069.17, "word": " weights", "probability": 0.408935546875}, {"start": 1069.17, "end": 1069.37, "word": " اللي", "probability": 0.78271484375}, {"start": 1069.37, "end": 1070.51, "word": " بينهم", "probability": 0.9375}, {"start": 1070.51, "end": 1070.91, "word": " هي", "probability": 0.76806640625}, {"start": 1070.91, "end": 1071.03, "word": " اللي", "probability": 0.948486328125}, {"start": 1071.03, "end": 1071.53, "word": " بتخزن", "probability": 0.96337890625}, {"start": 1071.53, "end": 1072.19, "word": " قيمة", "probability": 0.99365234375}, {"start": 1072.19, "end": 1072.77, "word": " لحقيقة", "probability": 0.9112548828125}, {"start": 1072.77, "end": 1072.99, "word": " هذه", "probability": 0.374755859375}, {"start": 1072.99, "end": 1073.25, "word": " هي", "probability": 0.5810546875}, {"start": 1073.25, "end": 1073.85, "word": " المعرفة", "probability": 0.99462890625}, {"start": 1073.85, "end": 1074.27, "word": " هي", "probability": 0.449951171875}, {"start": 1074.27, "end": 1074.41, "word": " اللي", "probability": 0.952392578125}, {"start": 1074.41, "end": 1074.69, "word": " تمثل", "probability": 0.9715169270833334}, {"start": 1074.69, "end": 1075.09, "word": " المعرفة", "probability": 0.99365234375}, {"start": 1075.09, "end": 1075.55, "word": " وعشان", "probability": 0.8656005859375}, {"start": 1075.55, "end": 1075.69, "word": " احنا", "probability": 0.91748046875}, {"start": 1075.69, "end": 1075.89, "word": " مش", "probability": 0.984375}, {"start": 1075.89, "end": 1076.33, "word": " جادرين", "probability": 0.89013671875}, {"start": 1076.33, "end": 1076.81, "word": " نفهمها", "probability": 0.99609375}, {"start": 1076.81, "end": 1077.21, "word": " بالظبط", "probability": 0.988037109375}, {"start": 1077.21, "end": 1077.45, "word": " عشان", "probability": 0.94482421875}, {"start": 1077.45, "end": 1077.87, "word": " ايه", "probability": 0.64306640625}, {"start": 1077.87, "end": 1078.39, "word": " احنا", "probability": 0.83251953125}, {"start": 1078.39, "end": 1078.77, "word": " مابنعرفش", "probability": 0.7831217447916666}, {"start": 1078.77, "end": 1078.91, "word": " ايش", "probability": 0.65234375}, {"start": 1078.91, "end": 1079.19, "word": " جوا", "probability": 0.839111328125}, {"start": 1079.19, "end": 1079.79, "word": " ..", "probability": 0.407470703125}, {"start": 1079.79, "end": 1079.99, "word": " احنا", "probability": 0.86865234375}, {"start": 1079.99, "end": 1080.33, "word": " مابنعرفش", "probability": 0.9398600260416666}, {"start": 1080.33, "end": 1080.41, "word": " ايش", "probability": 0.9182942708333334}, {"start": 1080.41, "end": 1080.55, "word": " جوا", "probability": 0.984619140625}, {"start": 1080.55, "end": 1080.73, "word": " لكن", "probability": 0.300537109375}, {"start": 1080.73, "end": 1081.01, "word": " هذه", "probability": 0.73828125}, {"start": 1081.01, "end": 1081.15, "word": " اللي", "probability": 0.77392578125}, {"start": 1081.15, "end": 1081.85, "word": " بتخزن", "probability": 0.98876953125}, {"start": 1081.85, "end": 1082.99, "word": " كيفية", "probability": 0.9715169270833334}, {"start": 1082.99, "end": 1083.73, "word": " فهم", "probability": 0.99365234375}, {"start": 1083.73, "end": 1084.25, "word": " ال", "probability": 0.9072265625}, {"start": 1084.25, "end": 1084.51, "word": " brain", "probability": 0.8203125}, {"start": 1084.51, "end": 1085.15, "word": " للمعرفة", "probability": 0.94189453125}], "temperature": 1.0}, {"id": 50, "seek": 110731, "start": 1086.09, "end": 1107.31, "text": "تمام في ال expert system زي ما قلنا ال knowledge بنجسمها لمجموعة rules .. انا عنده knowledge كبيرة لكن باخدهاش كاملة على بعض بجسمها لمجموعة rules .. رول أولى تانية تالتة بتذكرين لما كنا بنتنبأ أو بنتوقع حالة الطقس غدا نفس الجثة عملناهم تجريبا في ستة rules فجسمناهم مجموعة rules .. كويس .. بينما هذا الكلام في neural network لأ", "tokens": [39237, 10943, 8978, 2423, 5844, 1185, 30767, 1829, 19446, 12174, 1211, 8315, 2423, 3601, 44945, 7435, 38251, 11296, 32767, 7435, 2304, 2407, 27884, 4474, 4386, 1975, 8315, 43242, 3224, 3601, 9122, 3555, 48923, 44381, 4724, 47283, 3215, 3224, 33599, 9122, 10943, 37977, 15844, 45030, 11242, 4724, 7435, 38251, 11296, 32767, 7435, 2304, 2407, 27884, 4474, 4386, 12602, 12610, 5551, 12610, 7578, 6055, 7649, 10632, 6055, 6027, 2655, 3660, 39894, 8848, 37983, 9957, 5296, 15042, 9122, 8315, 44945, 2655, 1863, 3555, 10721, 34051, 44945, 2655, 30543, 3615, 11331, 6027, 3660, 41950, 4587, 3794, 32771, 28259, 8717, 36178, 25724, 12984, 3660, 6225, 42213, 8315, 16095, 6055, 7435, 16572, 3555, 995, 8978, 8608, 2655, 3660, 4474, 6156, 7435, 38251, 8315, 16095, 3714, 7435, 2304, 2407, 27884, 4474, 4386, 9122, 45865, 3794, 4386, 49374, 15042, 23758, 2423, 28820, 10943, 8978, 18161, 3209, 5296, 10721], "avg_logprob": -0.1858377731438224, "compression_ratio": 1.8251748251748252, "no_speech_prob": 2.4437904357910156e-06, "words": [{"start": 1086.09, "end": 1086.51, "word": "تمام", "probability": 0.86279296875}, {"start": 1086.51, "end": 1086.89, "word": " في", "probability": 0.505859375}, {"start": 1086.89, "end": 1086.97, "word": " ال", "probability": 0.8974609375}, {"start": 1086.97, "end": 1087.17, "word": " expert", "probability": 0.356689453125}, {"start": 1087.17, "end": 1087.55, "word": " system", "probability": 0.94580078125}, {"start": 1087.55, "end": 1087.71, "word": " زي", "probability": 0.83056640625}, {"start": 1087.71, "end": 1087.77, "word": " ما", "probability": 0.95166015625}, {"start": 1087.77, "end": 1088.03, "word": " قلنا", "probability": 0.8994140625}, {"start": 1088.03, "end": 1088.37, "word": " ال", "probability": 0.90380859375}, {"start": 1088.37, "end": 1088.59, "word": " knowledge", "probability": 0.92236328125}, {"start": 1088.59, "end": 1089.57, "word": " بنجسمها", "probability": 0.91259765625}, {"start": 1089.57, "end": 1090.25, "word": " لمجموعة", "probability": 0.872900390625}, {"start": 1090.25, "end": 1090.63, "word": " rules", "probability": 0.77978515625}, {"start": 1090.63, "end": 1090.83, "word": " ..", "probability": 0.2198486328125}, {"start": 1090.83, "end": 1090.97, "word": " انا", "probability": 0.649169921875}, {"start": 1090.97, "end": 1091.19, "word": " عنده", "probability": 0.6048583984375}, {"start": 1091.19, "end": 1091.39, "word": " knowledge", "probability": 0.9013671875}, {"start": 1091.39, "end": 1091.73, "word": " كبيرة", "probability": 0.9866536458333334}, {"start": 1091.73, "end": 1092.19, "word": " لكن", "probability": 0.91162109375}, {"start": 1092.19, "end": 1092.63, "word": " باخدهاش", "probability": 0.9123046875}, {"start": 1092.63, "end": 1092.87, "word": " كاملة", "probability": 0.9892578125}, {"start": 1092.87, "end": 1092.99, "word": " على", "probability": 0.8095703125}, {"start": 1092.99, "end": 1093.17, "word": " بعض", "probability": 0.982666015625}, {"start": 1093.17, "end": 1093.65, "word": " بجسمها", "probability": 0.9007568359375}, {"start": 1093.65, "end": 1094.05, "word": " لمجموعة", "probability": 0.90927734375}, {"start": 1094.05, "end": 1094.31, "word": " rules", "probability": 0.77587890625}, {"start": 1094.31, "end": 1094.35, "word": " ..", "probability": 0.55419921875}, {"start": 1094.35, "end": 1094.51, "word": " رول", "probability": 0.7529296875}, {"start": 1094.51, "end": 1094.79, "word": " أولى", "probability": 0.8616536458333334}, {"start": 1094.79, "end": 1095.05, "word": " تانية", "probability": 0.760009765625}, {"start": 1095.05, "end": 1095.39, "word": " تالتة", "probability": 0.8739013671875}, {"start": 1095.39, "end": 1095.93, "word": " بتذكرين", "probability": 0.71514892578125}, {"start": 1095.93, "end": 1096.09, "word": " لما", "probability": 0.927978515625}, {"start": 1096.09, "end": 1096.41, "word": " كنا", "probability": 0.986328125}, {"start": 1096.41, "end": 1097.61, "word": " بنتنبأ", "probability": 0.8474609375}, {"start": 1097.61, "end": 1097.69, "word": " أو", "probability": 0.56201171875}, {"start": 1097.69, "end": 1098.37, "word": " بنتوقع", "probability": 0.8944091796875}, {"start": 1098.37, "end": 1098.93, "word": " حالة", "probability": 0.9967447916666666}, {"start": 1098.93, "end": 1099.37, "word": " الطقس", "probability": 0.8683268229166666}, {"start": 1099.37, "end": 1099.85, "word": " غدا", "probability": 0.788330078125}, {"start": 1099.85, "end": 1100.75, "word": " نفس", "probability": 0.8125}, {"start": 1100.75, "end": 1101.17, "word": " الجثة", "probability": 0.8732096354166666}, {"start": 1101.17, "end": 1101.77, "word": " عملناهم", "probability": 0.8914794921875}, {"start": 1101.77, "end": 1102.09, "word": " تجريبا", "probability": 0.85654296875}, {"start": 1102.09, "end": 1102.21, "word": " في", "probability": 0.90087890625}, {"start": 1102.21, "end": 1102.55, "word": " ستة", "probability": 0.7848307291666666}, {"start": 1102.55, "end": 1102.79, "word": " rules", "probability": 0.8603515625}, {"start": 1102.79, "end": 1103.79, "word": " فجسمناهم", "probability": 0.94296875}, {"start": 1103.79, "end": 1104.13, "word": " مجموعة", "probability": 0.9541015625}, {"start": 1104.13, "end": 1104.47, "word": " rules", "probability": 0.8564453125}, {"start": 1104.47, "end": 1104.89, "word": " ..", "probability": 0.5068359375}, {"start": 1104.89, "end": 1105.17, "word": " كويس", "probability": 0.9352213541666666}, {"start": 1105.17, "end": 1105.57, "word": " ..", "probability": 0.432861328125}, {"start": 1105.57, "end": 1105.87, "word": " بينما", "probability": 0.983154296875}, {"start": 1105.87, "end": 1106.05, "word": " هذا", "probability": 0.9794921875}, {"start": 1106.05, "end": 1106.43, "word": " الكلام", "probability": 0.9718424479166666}, {"start": 1106.43, "end": 1106.55, "word": " في", "probability": 0.97998046875}, {"start": 1106.55, "end": 1106.75, "word": " neural", "probability": 0.66357421875}, {"start": 1106.75, "end": 1107.07, "word": " network", "probability": 0.951171875}, {"start": 1107.07, "end": 1107.31, "word": " لأ", "probability": 0.9150390625}], "temperature": 1.0}, {"id": 51, "seek": 113281, "start": 1107.81, "end": 1132.81, "text": "cannot select a single synaptic weight بقدرش أخد synaptic weight اللي هي مخصص لمعلومة أقول والله بدي أمثلها لحالها إطلاقا هذه صحيح هي تمثل معلومة أو knowledge ولكن هذه معلومة تكاملية بتكمل مع كل ال synaptic weights التانية فلازم يكون كله كامل على بعضه فال neural network في الحقيقة هي فعلا black box بالنسبة لل user", "tokens": [66, 969, 310, 3048, 257, 2167, 5451, 2796, 299, 3364, 4724, 28543, 2288, 8592, 5551, 9778, 3215, 5451, 2796, 299, 3364, 13672, 1829, 39896, 3714, 9778, 9381, 9381, 5296, 2304, 30241, 20498, 3660, 5551, 39648, 16070, 43761, 4724, 16254, 5551, 2304, 12984, 1211, 11296, 5296, 5016, 6027, 11296, 11933, 9566, 15040, 4587, 995, 29538, 20328, 5016, 1829, 5016, 39896, 46811, 12984, 1211, 20449, 1211, 20498, 3660, 34051, 3601, 35525, 19452, 29538, 20449, 1211, 20498, 3660, 6055, 4117, 10943, 1211, 10632, 39894, 24793, 1211, 20449, 28242, 2423, 5451, 2796, 299, 17443, 16712, 7649, 10632, 6156, 1211, 31377, 2304, 7251, 30544, 28242, 3224, 9122, 10943, 1211, 15844, 45030, 11242, 3224, 6156, 6027, 18161, 3209, 8978, 21542, 38436, 28671, 39896, 6156, 3615, 15040, 2211, 2424, 20666, 1863, 35457, 3660, 24976, 4195], "avg_logprob": -0.1772044573643411, "compression_ratio": 1.7481751824817517, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 1107.81, "end": 1108.13, "word": "cannot", "probability": 0.6874593098958334}, {"start": 1108.13, "end": 1108.57, "word": " select", "probability": 0.8994140625}, {"start": 1108.57, "end": 1108.89, "word": " a", "probability": 0.96240234375}, {"start": 1108.89, "end": 1109.47, "word": " single", "probability": 0.939453125}, {"start": 1109.47, "end": 1111.41, "word": " synaptic", "probability": 0.8219401041666666}, {"start": 1111.41, "end": 1111.67, "word": " weight", "probability": 0.89990234375}, {"start": 1111.67, "end": 1112.25, "word": " بقدرش", "probability": 0.7750244140625}, {"start": 1112.25, "end": 1112.45, "word": " أخد", "probability": 0.8455403645833334}, {"start": 1112.45, "end": 1112.87, "word": " synaptic", "probability": 0.8728841145833334}, {"start": 1112.87, "end": 1113.09, "word": " weight", "probability": 0.93896484375}, {"start": 1113.09, "end": 1113.25, "word": " اللي", "probability": 0.865966796875}, {"start": 1113.25, "end": 1113.37, "word": " هي", "probability": 0.74072265625}, {"start": 1113.37, "end": 1113.73, "word": " مخصص", "probability": 0.77459716796875}, {"start": 1113.73, "end": 1114.15, "word": " لمعلومة", "probability": 0.815576171875}, {"start": 1114.15, "end": 1114.35, "word": " أقول", "probability": 0.805419921875}, {"start": 1114.35, "end": 1114.57, "word": " والله", "probability": 0.84521484375}, {"start": 1114.57, "end": 1114.77, "word": " بدي", "probability": 0.5526123046875}, {"start": 1114.77, "end": 1115.13, "word": " أمثلها", "probability": 0.93271484375}, {"start": 1115.13, "end": 1115.63, "word": " لحالها", "probability": 0.9915771484375}, {"start": 1115.63, "end": 1116.49, "word": " إطلاقا", "probability": 0.806494140625}, {"start": 1116.49, "end": 1117.31, "word": " هذه", "probability": 0.427490234375}, {"start": 1117.31, "end": 1118.07, "word": " صحيح", "probability": 0.979736328125}, {"start": 1118.07, "end": 1118.15, "word": " هي", "probability": 0.91552734375}, {"start": 1118.15, "end": 1118.61, "word": " تمثل", "probability": 0.9607747395833334}, {"start": 1118.61, "end": 1119.17, "word": " معلومة", "probability": 0.9864501953125}, {"start": 1119.17, "end": 1119.33, "word": " أو", "probability": 0.8876953125}, {"start": 1119.33, "end": 1119.69, "word": " knowledge", "probability": 0.94873046875}, {"start": 1119.69, "end": 1120.21, "word": " ولكن", "probability": 0.925048828125}, {"start": 1120.21, "end": 1120.35, "word": " هذه", "probability": 0.44140625}, {"start": 1120.35, "end": 1120.73, "word": " معلومة", "probability": 0.98681640625}, {"start": 1120.73, "end": 1121.75, "word": " تكاملية", "probability": 0.98203125}, {"start": 1121.75, "end": 1123.07, "word": " بتكمل", "probability": 0.7861328125}, {"start": 1123.07, "end": 1123.31, "word": " مع", "probability": 0.99609375}, {"start": 1123.31, "end": 1123.73, "word": " كل", "probability": 0.9814453125}, {"start": 1123.73, "end": 1124.07, "word": " ال", "probability": 0.80126953125}, {"start": 1124.07, "end": 1125.59, "word": " synaptic", "probability": 0.7129720052083334}, {"start": 1125.59, "end": 1125.89, "word": " weights", "probability": 0.638671875}, {"start": 1125.89, "end": 1126.67, "word": " التانية", "probability": 0.9609375}, {"start": 1126.67, "end": 1127.13, "word": " فلازم", "probability": 0.9423828125}, {"start": 1127.13, "end": 1127.33, "word": " يكون", "probability": 0.93505859375}, {"start": 1127.33, "end": 1127.89, "word": " كله", "probability": 0.9814453125}, {"start": 1127.89, "end": 1128.41, "word": " كامل", "probability": 0.99365234375}, {"start": 1128.41, "end": 1128.57, "word": " على", "probability": 0.8623046875}, {"start": 1128.57, "end": 1128.91, "word": " بعضه", "probability": 0.96337890625}, {"start": 1128.91, "end": 1129.07, "word": " فال", "probability": 0.857421875}, {"start": 1129.07, "end": 1129.23, "word": " neural", "probability": 0.814453125}, {"start": 1129.23, "end": 1129.61, "word": " network", "probability": 0.95654296875}, {"start": 1129.61, "end": 1129.71, "word": " في", "probability": 0.5546875}, {"start": 1129.71, "end": 1130.05, "word": " الحقيقة", "probability": 0.9933268229166666}, {"start": 1130.05, "end": 1130.39, "word": " هي", "probability": 0.89697265625}, {"start": 1130.39, "end": 1131.13, "word": " فعلا", "probability": 0.7718098958333334}, {"start": 1131.13, "end": 1131.43, "word": " black", "probability": 0.4375}, {"start": 1131.43, "end": 1131.89, "word": " box", "probability": 0.95751953125}, {"start": 1131.89, "end": 1132.41, "word": " بالنسبة", "probability": 0.977783203125}, {"start": 1132.41, "end": 1132.53, "word": " لل", "probability": 0.6865234375}, {"start": 1132.53, "end": 1132.81, "word": " user", "probability": 0.77587890625}], "temperature": 1.0}, {"id": 52, "seek": 115051, "start": 1134.07, "end": 1150.51, "text": "بالنسبة لل user بقدرش اقول ان ال symbolic ال .. ال synaptic weight هذه خاصة بكذا و ال synaptic weight هذه خاصة بكذا لأ لأ لأ أطلاقا كلهم يمثلوا كل المعرفة و كلهم متكملين لتمثيل المعرفة ككل تمام", "tokens": [3555, 6027, 1863, 35457, 3660, 24976, 4195, 4724, 28543, 2288, 8592, 1975, 39648, 16472, 2423, 25755, 2423, 4386, 2423, 5451, 2796, 299, 3364, 29538, 16490, 33546, 3660, 4724, 4117, 15730, 4032, 2423, 5451, 2796, 299, 3364, 29538, 16490, 33546, 3660, 4724, 4117, 15730, 5296, 10721, 5296, 10721, 5296, 10721, 5551, 9566, 15040, 4587, 995, 28242, 16095, 7251, 2304, 12984, 1211, 14407, 28242, 9673, 3615, 28480, 3660, 4032, 28242, 16095, 44650, 24793, 1211, 9957, 5296, 39237, 12984, 26895, 9673, 3615, 28480, 3660, 9122, 28820, 46811, 10943], "avg_logprob": -0.1856831339902656, "compression_ratio": 1.764367816091954, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1134.07, "end": 1134.55, "word": "بالنسبة", "probability": 0.97021484375}, {"start": 1134.55, "end": 1134.67, "word": " لل", "probability": 0.7939453125}, {"start": 1134.67, "end": 1134.93, "word": " user", "probability": 0.58935546875}, {"start": 1134.93, "end": 1135.95, "word": " بقدرش", "probability": 0.81402587890625}, {"start": 1135.95, "end": 1136.09, "word": " اقول", "probability": 0.72216796875}, {"start": 1136.09, "end": 1136.21, "word": " ان", "probability": 0.86328125}, {"start": 1136.21, "end": 1136.29, "word": " ال", "probability": 0.8837890625}, {"start": 1136.29, "end": 1136.65, "word": " symbolic", "probability": 0.67724609375}, {"start": 1136.65, "end": 1137.01, "word": " ال", "probability": 0.477783203125}, {"start": 1137.01, "end": 1137.11, "word": " ..", "probability": 0.515625}, {"start": 1137.11, "end": 1137.81, "word": " ال", "probability": 0.89697265625}, {"start": 1137.81, "end": 1138.49, "word": " synaptic", "probability": 0.8221028645833334}, {"start": 1138.49, "end": 1139.71, "word": " weight", "probability": 0.96435546875}, {"start": 1139.71, "end": 1140.11, "word": " هذه", "probability": 0.412841796875}, {"start": 1140.11, "end": 1140.85, "word": " خاصة", "probability": 0.9586588541666666}, {"start": 1140.85, "end": 1141.13, "word": " بكذا", "probability": 0.9710286458333334}, {"start": 1141.13, "end": 1141.23, "word": " و", "probability": 0.363525390625}, {"start": 1141.23, "end": 1141.31, "word": " ال", "probability": 0.7392578125}, {"start": 1141.31, "end": 1141.67, "word": " synaptic", "probability": 0.9366861979166666}, {"start": 1141.67, "end": 1141.81, "word": " weight", "probability": 0.95703125}, {"start": 1141.81, "end": 1141.99, "word": " هذه", "probability": 0.84228515625}, {"start": 1141.99, "end": 1142.29, "word": " خاصة", "probability": 0.9689127604166666}, {"start": 1142.29, "end": 1142.57, "word": " بكذا", "probability": 0.9869791666666666}, {"start": 1142.57, "end": 1142.99, "word": " لأ", "probability": 0.4669189453125}, {"start": 1142.99, "end": 1143.13, "word": " لأ", "probability": 0.850341796875}, {"start": 1143.13, "end": 1143.23, "word": " لأ", "probability": 0.85986328125}, {"start": 1143.23, "end": 1143.71, "word": " أطلاقا", "probability": 0.758935546875}, {"start": 1143.71, "end": 1144.69, "word": " كلهم", "probability": 0.7298583984375}, {"start": 1144.69, "end": 1145.67, "word": " يمثلوا", "probability": 0.91806640625}, {"start": 1145.67, "end": 1145.81, "word": " كل", "probability": 0.98974609375}, {"start": 1145.81, "end": 1146.39, "word": " المعرفة", "probability": 0.991943359375}, {"start": 1146.39, "end": 1146.69, "word": " و", "probability": 0.97802734375}, {"start": 1146.69, "end": 1147.09, "word": " كلهم", "probability": 0.9580078125}, {"start": 1147.09, "end": 1147.67, "word": " متكملين", "probability": 0.905517578125}, {"start": 1147.67, "end": 1148.43, "word": " لتمثيل", "probability": 0.8857421875}, {"start": 1148.43, "end": 1149.11, "word": " المعرفة", "probability": 0.9962158203125}, {"start": 1149.11, "end": 1149.61, "word": " ككل", "probability": 0.974853515625}, {"start": 1149.61, "end": 1150.51, "word": " تمام", "probability": 0.8876953125}], "temperature": 1.0}, {"id": 53, "seek": 117729, "start": 1151.97, "end": 1177.29, "text": "هل بنقدر نعمل combine ال advantages لهذه مع ال advantages لهذه؟ أكيد و هو هذا موضوعنا أصلا، يعني احنا جاعدين شغالين على neural expert system أو connections expert system على أساس أنه نقول أنه آه بقدر أعمل system هذا مع هذا و مباشرة نروح لهذا ال system و اللي هيختلف فيه أنه هنا كان في حاجة اسمها ال knowledge based متذكرينها كنت بحط فيها إيش؟", "tokens": [3224, 1211, 44945, 28543, 2288, 8717, 25957, 1211, 10432, 2423, 14906, 46740, 24192, 20449, 2423, 14906, 46740, 24192, 22807, 5551, 4117, 25708, 4032, 31439, 23758, 3714, 2407, 11242, 45367, 8315, 5551, 9381, 15040, 12399, 37495, 22653, 1975, 5016, 8315, 10874, 995, 22488, 9957, 13412, 17082, 6027, 9957, 15844, 18161, 5844, 1185, 34051, 9271, 5844, 1185, 15844, 5551, 3794, 32277, 14739, 3224, 8717, 39648, 14739, 3224, 19753, 3224, 4724, 28543, 2288, 5551, 25957, 1211, 1185, 23758, 20449, 23758, 4032, 3714, 3555, 33599, 25720, 8717, 32887, 5016, 46740, 15730, 2423, 1185, 4032, 13672, 1829, 39896, 46456, 46538, 8978, 3224, 14739, 3224, 34105, 25961, 8978, 11331, 26108, 3660, 24525, 2304, 11296, 2423, 3601, 2361, 44650, 8848, 37983, 9957, 11296, 9122, 29399, 4724, 5016, 9566, 8978, 11296, 11933, 1829, 8592, 22807], "avg_logprob": -0.179199222009629, "compression_ratio": 1.7359735973597359, "no_speech_prob": 0.0, "words": [{"start": 1151.97, "end": 1152.25, "word": "هل", "probability": 0.975830078125}, {"start": 1152.25, "end": 1152.61, "word": " بنقدر", "probability": 0.92236328125}, {"start": 1152.61, "end": 1153.01, "word": " نعمل", "probability": 0.9923502604166666}, {"start": 1153.01, "end": 1154.17, "word": " combine", "probability": 0.7431640625}, {"start": 1154.17, "end": 1154.43, "word": " ال", "probability": 0.96142578125}, {"start": 1154.43, "end": 1154.91, "word": " advantages", "probability": 0.94677734375}, {"start": 1154.91, "end": 1155.41, "word": " لهذه", "probability": 0.841552734375}, {"start": 1155.41, "end": 1155.55, "word": " مع", "probability": 0.93408203125}, {"start": 1155.55, "end": 1155.65, "word": " ال", "probability": 0.97412109375}, {"start": 1155.65, "end": 1156.03, "word": " advantages", "probability": 0.82861328125}, {"start": 1156.03, "end": 1156.67, "word": " لهذه؟", "probability": 0.8556315104166666}, {"start": 1156.67, "end": 1157.11, "word": " أكيد", "probability": 0.9132486979166666}, {"start": 1157.11, "end": 1157.29, "word": " و", "probability": 0.2008056640625}, {"start": 1157.29, "end": 1157.39, "word": " هو", "probability": 0.8193359375}, {"start": 1157.39, "end": 1157.57, "word": " هذا", "probability": 0.86181640625}, {"start": 1157.57, "end": 1158.01, "word": " موضوعنا", "probability": 0.9580078125}, {"start": 1158.01, "end": 1158.43, "word": " أصلا،", "probability": 0.80194091796875}, {"start": 1158.43, "end": 1158.53, "word": " يعني", "probability": 0.67529296875}, {"start": 1158.53, "end": 1158.69, "word": " احنا", "probability": 0.80322265625}, {"start": 1158.69, "end": 1159.23, "word": " جاعدين", "probability": 0.7626953125}, {"start": 1159.23, "end": 1159.67, "word": " شغالين", "probability": 0.88525390625}, {"start": 1159.67, "end": 1159.87, "word": " على", "probability": 0.916015625}, {"start": 1159.87, "end": 1160.45, "word": " neural", "probability": 0.80419921875}, {"start": 1160.45, "end": 1160.89, "word": " expert", "probability": 0.796875}, {"start": 1160.89, "end": 1161.31, "word": " system", "probability": 0.96826171875}, {"start": 1161.31, "end": 1161.53, "word": " أو", "probability": 0.72705078125}, {"start": 1161.53, "end": 1162.41, "word": " connections", "probability": 0.701171875}, {"start": 1162.41, "end": 1163.65, "word": " expert", "probability": 0.8876953125}, {"start": 1163.65, "end": 1164.23, "word": " system", "probability": 0.96875}, {"start": 1164.23, "end": 1165.41, "word": " على", "probability": 0.80078125}, {"start": 1165.41, "end": 1165.69, "word": " أساس", "probability": 0.9173177083333334}, {"start": 1165.69, "end": 1165.93, "word": " أنه", "probability": 0.5576171875}, {"start": 1165.93, "end": 1166.11, "word": " نقول", "probability": 0.98193359375}, {"start": 1166.11, "end": 1166.31, "word": " أنه", "probability": 0.683349609375}, {"start": 1166.31, "end": 1166.41, "word": " آه", "probability": 0.75244140625}, {"start": 1166.41, "end": 1166.75, "word": " بقدر", "probability": 0.9781901041666666}, {"start": 1166.75, "end": 1167.01, "word": " أعمل", "probability": 0.9484049479166666}, {"start": 1167.01, "end": 1167.45, "word": " system", "probability": 0.97998046875}, {"start": 1167.45, "end": 1168.41, "word": " هذا", "probability": 0.685546875}, {"start": 1168.41, "end": 1168.57, "word": " مع", "probability": 0.994140625}, {"start": 1168.57, "end": 1168.93, "word": " هذا", "probability": 0.8857421875}, {"start": 1168.93, "end": 1169.37, "word": " و", "probability": 0.72021484375}, {"start": 1169.37, "end": 1169.87, "word": " مباشرة", "probability": 0.9598388671875}, {"start": 1169.87, "end": 1170.29, "word": " نروح", "probability": 0.9768880208333334}, {"start": 1170.29, "end": 1170.61, "word": " لهذا", "probability": 0.9716796875}, {"start": 1170.61, "end": 1170.71, "word": " ال", "probability": 0.96337890625}, {"start": 1170.71, "end": 1171.05, "word": " system", "probability": 0.9609375}, {"start": 1171.05, "end": 1171.43, "word": " و", "probability": 0.6240234375}, {"start": 1171.43, "end": 1171.53, "word": " اللي", "probability": 0.9697265625}, {"start": 1171.53, "end": 1172.19, "word": " هيختلف", "probability": 0.8597005208333334}, {"start": 1172.19, "end": 1172.61, "word": " فيه", "probability": 0.995849609375}, {"start": 1172.61, "end": 1173.13, "word": " أنه", "probability": 0.57421875}, {"start": 1173.13, "end": 1173.27, "word": " هنا", "probability": 0.9609375}, {"start": 1173.27, "end": 1173.45, "word": " كان", "probability": 0.9833984375}, {"start": 1173.45, "end": 1173.57, "word": " في", "probability": 0.89599609375}, {"start": 1173.57, "end": 1173.79, "word": " حاجة", "probability": 0.9822591145833334}, {"start": 1173.79, "end": 1174.09, "word": " اسمها", "probability": 0.9671223958333334}, {"start": 1174.09, "end": 1174.63, "word": " ال", "probability": 0.6630859375}, {"start": 1174.63, "end": 1174.93, "word": " knowledge", "probability": 0.90234375}, {"start": 1174.93, "end": 1175.45, "word": " based", "probability": 0.70556640625}, {"start": 1175.45, "end": 1176.11, "word": " متذكرينها", "probability": 0.6779296875}, {"start": 1176.11, "end": 1176.23, "word": " كنت", "probability": 0.735595703125}, {"start": 1176.23, "end": 1176.53, "word": " بحط", "probability": 0.9728190104166666}, {"start": 1176.53, "end": 1176.75, "word": " فيها", "probability": 0.99365234375}, {"start": 1176.75, "end": 1177.29, "word": " إيش؟", "probability": 0.80224609375}], "temperature": 1.0}, {"id": 54, "seek": 120400, "start": 1177.72, "end": 1204.0, "text": "if then rule otherwise كان هو نفس ال expert system فإذا هنا ال knowledge بتاعتنا هتكون كالتالي أنه لأ ال rule هنخليها هيها ولكن parallel معاها هيكون فيه knowledge base فهيكون فيه neural network ال neural network هذه هنعملها training عادي جدا و مدام صار neural network صار بقدر أدخل ال new data", "tokens": [351, 550, 4978, 5911, 25961, 31439, 8717, 36178, 2423, 5844, 1185, 6156, 28814, 15730, 34105, 2423, 3601, 39894, 995, 34268, 8315, 8032, 2655, 30544, 9122, 6027, 2655, 6027, 1829, 14739, 3224, 5296, 10721, 2423, 4978, 8032, 1863, 9778, 20292, 11296, 39896, 11296, 35525, 19452, 8952, 20449, 995, 11296, 39896, 30544, 8978, 3224, 3601, 3096, 6156, 3224, 1829, 30544, 8978, 3224, 18161, 3209, 2423, 18161, 3209, 29538, 8032, 1863, 25957, 1211, 11296, 3097, 6225, 995, 16254, 10874, 28259, 4032, 3714, 3215, 10943, 20328, 9640, 18161, 3209, 20328, 9640, 4724, 28543, 2288, 5551, 3215, 9778, 1211, 2423, 777, 1412], "avg_logprob": -0.19228316919536007, "compression_ratio": 1.7436974789915967, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1177.72, "end": 1178.06, "word": "if", "probability": 0.06646728515625}, {"start": 1178.06, "end": 1178.26, "word": " then", "probability": 0.5478515625}, {"start": 1178.26, "end": 1178.54, "word": " rule", "probability": 0.91943359375}, {"start": 1178.54, "end": 1179.78, "word": " otherwise", "probability": 0.260009765625}, {"start": 1179.78, "end": 1180.26, "word": " كان", "probability": 0.91845703125}, {"start": 1180.26, "end": 1180.52, "word": " هو", "probability": 0.8955078125}, {"start": 1180.52, "end": 1181.2, "word": " نفس", "probability": 0.990478515625}, {"start": 1181.2, "end": 1181.32, "word": " ال", "probability": 0.92041015625}, {"start": 1181.32, "end": 1181.6, "word": " expert", "probability": 0.57666015625}, {"start": 1181.6, "end": 1182.08, "word": " system", "probability": 0.97412109375}, {"start": 1182.08, "end": 1182.78, "word": " فإذا", "probability": 0.78857421875}, {"start": 1182.78, "end": 1183.58, "word": " هنا", "probability": 0.9599609375}, {"start": 1183.58, "end": 1184.08, "word": " ال", "probability": 0.80419921875}, {"start": 1184.08, "end": 1184.44, "word": " knowledge", "probability": 0.953125}, {"start": 1184.44, "end": 1185.2, "word": " بتاعتنا", "probability": 0.919677734375}, {"start": 1185.2, "end": 1186.12, "word": " هتكون", "probability": 0.9171549479166666}, {"start": 1186.12, "end": 1186.76, "word": " كالتالي", "probability": 0.9416015625}, {"start": 1186.76, "end": 1187.06, "word": " أنه", "probability": 0.610595703125}, {"start": 1187.06, "end": 1187.22, "word": " لأ", "probability": 0.94970703125}, {"start": 1187.22, "end": 1187.4, "word": " ال", "probability": 0.9462890625}, {"start": 1187.4, "end": 1187.58, "word": " rule", "probability": 0.9287109375}, {"start": 1187.58, "end": 1188.46, "word": " هنخليها", "probability": 0.9216796875}, {"start": 1188.46, "end": 1189.52, "word": " هيها", "probability": 0.84521484375}, {"start": 1189.52, "end": 1190.04, "word": " ولكن", "probability": 0.838134765625}, {"start": 1190.04, "end": 1190.4, "word": " parallel", "probability": 0.94091796875}, {"start": 1190.4, "end": 1190.72, "word": " معاها", "probability": 0.8972981770833334}, {"start": 1190.72, "end": 1190.98, "word": " هيكون", "probability": 0.783447265625}, {"start": 1190.98, "end": 1191.46, "word": " فيه", "probability": 0.826904296875}, {"start": 1191.46, "end": 1192.96, "word": " knowledge", "probability": 0.7548828125}, {"start": 1192.96, "end": 1193.9, "word": " base", "probability": 0.66015625}, {"start": 1193.9, "end": 1195.06, "word": " فهيكون", "probability": 0.874267578125}, {"start": 1195.06, "end": 1195.24, "word": " فيه", "probability": 0.7073974609375}, {"start": 1195.24, "end": 1195.54, "word": " neural", "probability": 0.95849609375}, {"start": 1195.54, "end": 1196.14, "word": " network", "probability": 0.97509765625}, {"start": 1196.14, "end": 1196.26, "word": " ال", "probability": 0.70654296875}, {"start": 1196.26, "end": 1196.44, "word": " neural", "probability": 0.97119140625}, {"start": 1196.44, "end": 1196.8, "word": " network", "probability": 0.98388671875}, {"start": 1196.8, "end": 1197.06, "word": " هذه", "probability": 0.357177734375}, {"start": 1197.06, "end": 1197.7, "word": " هنعملها", "probability": 0.978515625}, {"start": 1197.7, "end": 1198.16, "word": " training", "probability": 0.95263671875}, {"start": 1198.16, "end": 1199.22, "word": " عادي", "probability": 0.927734375}, {"start": 1199.22, "end": 1199.6, "word": " جدا", "probability": 0.99609375}, {"start": 1199.6, "end": 1200.32, "word": " و", "probability": 0.97509765625}, {"start": 1200.32, "end": 1201.04, "word": " مدام", "probability": 0.7293294270833334}, {"start": 1201.04, "end": 1201.26, "word": " صار", "probability": 0.919677734375}, {"start": 1201.26, "end": 1201.5, "word": " neural", "probability": 0.73193359375}, {"start": 1201.5, "end": 1202.06, "word": " network", "probability": 0.984375}, {"start": 1202.06, "end": 1202.5, "word": " صار", "probability": 0.93017578125}, {"start": 1202.5, "end": 1203.0, "word": " بقدر", "probability": 0.7671712239583334}, {"start": 1203.0, "end": 1203.48, "word": " أدخل", "probability": 0.935546875}, {"start": 1203.48, "end": 1203.56, "word": " ال", "probability": 0.849609375}, {"start": 1203.56, "end": 1203.68, "word": " new", "probability": 0.806640625}, {"start": 1203.68, "end": 1204.0, "word": " data", "probability": 0.97802734375}], "temperature": 1.0}, {"id": 55, "seek": 123034, "start": 1205.03, "end": 1230.35, "text": "صار هنا فيه ال adaptation بقدر انا اعدل و ادخل ال new data ال neural network هي اللي هتعدل ليها و بعدين ادخلها على ال system عادي جدا بدون اي مشاكل بس بنكون اخدناها و انا عامل representation من الاول صحيح لها بحيث انه انكمل باج الخطوات كما هي طبعا ممكن ترجعوا لها ال .. اتوقع مش عارف المحاضرة الست ال sets السابعة كنا بناخد .. بنتكلم عن ال block هذا", "tokens": [9381, 9640, 34105, 8978, 3224, 2423, 21549, 4724, 28543, 2288, 1975, 8315, 1975, 22488, 1211, 4032, 1975, 3215, 9778, 1211, 2423, 777, 1412, 2423, 18161, 3209, 39896, 13672, 1829, 8032, 2655, 22488, 1211, 32239, 11296, 4032, 39182, 9957, 1975, 3215, 9778, 1211, 11296, 15844, 2423, 1185, 6225, 995, 16254, 10874, 28259, 47525, 11536, 1975, 1829, 37893, 995, 28820, 4724, 3794, 44945, 30544, 1975, 9778, 3215, 8315, 11296, 4032, 1975, 8315, 6225, 10943, 1211, 10290, 9154, 42963, 12610, 20328, 5016, 1829, 5016, 5296, 11296, 4724, 5016, 1829, 12984, 16472, 3224, 16472, 24793, 1211, 4724, 995, 7435, 33962, 9566, 2407, 9307, 9122, 15042, 39896, 23032, 3555, 3615, 995, 3714, 43020, 6055, 47341, 3615, 14407, 5296, 11296, 2423, 4386, 1975, 2655, 30543, 3615, 37893, 6225, 9640, 5172, 9673, 5016, 46958, 25720, 2423, 14851, 2423, 6352, 21136, 16758, 27884, 9122, 8315, 44945, 47283, 3215, 4386, 44945, 2655, 4117, 19528, 18871, 2423, 3461, 23758], "avg_logprob": -0.15749999552965163, "compression_ratio": 1.8403908794788273, "no_speech_prob": 1.0132789611816406e-06, "words": [{"start": 1205.03, "end": 1205.39, "word": "صار", "probability": 0.824951171875}, {"start": 1205.39, "end": 1205.55, "word": " هنا", "probability": 0.9814453125}, {"start": 1205.55, "end": 1205.77, "word": " فيه", "probability": 0.760009765625}, {"start": 1205.77, "end": 1205.85, "word": " ال", "probability": 0.6533203125}, {"start": 1205.85, "end": 1206.27, "word": " adaptation", "probability": 0.84130859375}, {"start": 1206.27, "end": 1207.03, "word": " بقدر", "probability": 0.7840983072916666}, {"start": 1207.03, "end": 1207.27, "word": " انا", "probability": 0.7783203125}, {"start": 1207.27, "end": 1208.25, "word": " اعدل", "probability": 0.9026692708333334}, {"start": 1208.25, "end": 1208.55, "word": " و", "probability": 0.98486328125}, {"start": 1208.55, "end": 1208.85, "word": " ادخل", "probability": 0.859130859375}, {"start": 1208.85, "end": 1208.93, "word": " ال", "probability": 0.658203125}, {"start": 1208.93, "end": 1209.03, "word": " new", "probability": 0.5283203125}, {"start": 1209.03, "end": 1209.37, "word": " data", "probability": 0.97900390625}, {"start": 1209.37, "end": 1209.99, "word": " ال", "probability": 0.84326171875}, {"start": 1209.99, "end": 1210.27, "word": " neural", "probability": 0.95166015625}, {"start": 1210.27, "end": 1210.63, "word": " network", "probability": 0.96728515625}, {"start": 1210.63, "end": 1210.75, "word": " هي", "probability": 0.93115234375}, {"start": 1210.75, "end": 1210.83, "word": " اللي", "probability": 0.91455078125}, {"start": 1210.83, "end": 1211.27, "word": " هتعدل", "probability": 0.92822265625}, {"start": 1211.27, "end": 1211.53, "word": " ليها", "probability": 0.8984375}, {"start": 1211.53, "end": 1211.61, "word": " و", "probability": 0.76806640625}, {"start": 1211.61, "end": 1211.81, "word": " بعدين", "probability": 0.971923828125}, {"start": 1211.81, "end": 1212.19, "word": " ادخلها", "probability": 0.83017578125}, {"start": 1212.19, "end": 1212.29, "word": " على", "probability": 0.7587890625}, {"start": 1212.29, "end": 1212.35, "word": " ال", "probability": 0.9501953125}, {"start": 1212.35, "end": 1212.65, "word": " system", "probability": 0.98046875}, {"start": 1212.65, "end": 1213.41, "word": " عادي", "probability": 0.8719075520833334}, {"start": 1213.41, "end": 1213.67, "word": " جدا", "probability": 0.979248046875}, {"start": 1213.67, "end": 1213.93, "word": " بدون", "probability": 0.971923828125}, {"start": 1213.93, "end": 1214.09, "word": " اي", "probability": 0.8583984375}, {"start": 1214.09, "end": 1214.55, "word": " مشاكل", "probability": 0.9908854166666666}, {"start": 1214.55, "end": 1215.07, "word": " بس", "probability": 0.966796875}, {"start": 1215.07, "end": 1215.39, "word": " بنكون", "probability": 0.84228515625}, {"start": 1215.39, "end": 1216.01, "word": " اخدناها", "probability": 0.86357421875}, {"start": 1216.01, "end": 1216.39, "word": " و", "probability": 0.9755859375}, {"start": 1216.39, "end": 1216.51, "word": " انا", "probability": 0.835693359375}, {"start": 1216.51, "end": 1216.73, "word": " عامل", "probability": 0.9138997395833334}, {"start": 1216.73, "end": 1217.55, "word": " representation", "probability": 0.93017578125}, {"start": 1217.55, "end": 1218.19, "word": " من", "probability": 0.9931640625}, {"start": 1218.19, "end": 1218.55, "word": " الاول", "probability": 0.803466796875}, {"start": 1218.55, "end": 1218.95, "word": " صحيح", "probability": 0.9923095703125}, {"start": 1218.95, "end": 1219.27, "word": " لها", "probability": 0.863525390625}, {"start": 1219.27, "end": 1220.51, "word": " بحيث", "probability": 0.985595703125}, {"start": 1220.51, "end": 1220.79, "word": " انه", "probability": 0.9482421875}, {"start": 1220.79, "end": 1221.51, "word": " انكمل", "probability": 0.7693684895833334}, {"start": 1221.51, "end": 1221.73, "word": " باج", "probability": 0.8229166666666666}, {"start": 1221.73, "end": 1222.31, "word": " الخطوات", "probability": 0.9619140625}, {"start": 1222.31, "end": 1222.77, "word": " كما", "probability": 0.866943359375}, {"start": 1222.77, "end": 1222.91, "word": " هي", "probability": 0.84716796875}, {"start": 1222.91, "end": 1223.13, "word": " طبعا", "probability": 0.949462890625}, {"start": 1223.13, "end": 1223.27, "word": " ممكن", "probability": 0.788818359375}, {"start": 1223.27, "end": 1223.75, "word": " ترجعوا", "probability": 0.8990478515625}, {"start": 1223.75, "end": 1224.11, "word": " لها", "probability": 0.5029296875}, {"start": 1224.11, "end": 1224.69, "word": " ال", "probability": 0.619140625}, {"start": 1224.69, "end": 1225.11, "word": " ..", "probability": 0.64111328125}, {"start": 1225.11, "end": 1225.81, "word": " اتوقع", "probability": 0.9560546875}, {"start": 1225.81, "end": 1225.99, "word": " مش", "probability": 0.896484375}, {"start": 1225.99, "end": 1226.21, "word": " عارف", "probability": 0.99072265625}, {"start": 1226.21, "end": 1226.73, "word": " المحاضرة", "probability": 0.96826171875}, {"start": 1226.73, "end": 1227.11, "word": " الست", "probability": 0.473388671875}, {"start": 1227.11, "end": 1227.29, "word": " ال", "probability": 0.8193359375}, {"start": 1227.29, "end": 1227.55, "word": " sets", "probability": 0.26611328125}, {"start": 1227.55, "end": 1228.15, "word": " السابعة", "probability": 0.9488932291666666}, {"start": 1228.15, "end": 1228.93, "word": " كنا", "probability": 0.905029296875}, {"start": 1228.93, "end": 1229.27, "word": " بناخد", "probability": 0.9324544270833334}, {"start": 1229.27, "end": 1229.29, "word": " ..", "probability": 0.712890625}, {"start": 1229.29, "end": 1229.61, "word": " بنتكلم", "probability": 0.86328125}, {"start": 1229.61, "end": 1229.75, "word": " عن", "probability": 0.98779296875}, {"start": 1229.75, "end": 1229.83, "word": " ال", "probability": 0.970703125}, {"start": 1229.83, "end": 1230.11, "word": " block", "probability": 0.95068359375}, {"start": 1230.11, "end": 1230.35, "word": " هذا", "probability": 0.9033203125}], "temperature": 1.0}, {"id": 56, "seek": 125610, "start": 1231.03, "end": 1256.11, "text": "تمام فالان ال search engine زي ما هو انا اللي بدي اعمله بدي اعمله تقريبا طريقة تفكير تقريبية الان ال rule extraction برضه هذه من الأشياء المهمة مدام انت جبت neural network و ال neural network هذه المفروض ان هي بتقوم بعملية التفكير معنى ذلك ان الشخص الخبير مش محتاجه", "tokens": [39237, 10943, 6156, 6027, 7649, 2423, 3164, 2848, 30767, 1829, 19446, 31439, 1975, 8315, 13672, 1829, 4724, 16254, 1975, 25957, 43761, 4724, 16254, 1975, 25957, 43761, 6055, 4587, 16572, 3555, 995, 23032, 16572, 28671, 6055, 5172, 4117, 13546, 6055, 4587, 16572, 3555, 10632, 2423, 7649, 2423, 4978, 30197, 4724, 43042, 3224, 29538, 9154, 16247, 8592, 1829, 16606, 9673, 16095, 3660, 3714, 3215, 10943, 16472, 2655, 10874, 3555, 2655, 18161, 3209, 4032, 2423, 18161, 3209, 29538, 9673, 5172, 32887, 11242, 16472, 39896, 39894, 4587, 20498, 4724, 25957, 1211, 10632, 16712, 5172, 4117, 13546, 20449, 1863, 7578, 29910, 23275, 16472, 25124, 9778, 9381, 33962, 3555, 13546, 37893, 3714, 33753, 26108, 3224], "avg_logprob": -0.1475852291692387, "compression_ratio": 1.7800829875518671, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1231.03, "end": 1231.47, "word": "تمام", "probability": 0.6787109375}, {"start": 1231.47, "end": 1232.23, "word": " فالان", "probability": 0.70654296875}, {"start": 1232.23, "end": 1232.43, "word": " ال", "probability": 0.84130859375}, {"start": 1232.43, "end": 1232.63, "word": " search", "probability": 0.8759765625}, {"start": 1232.63, "end": 1232.89, "word": " engine", "probability": 0.9306640625}, {"start": 1232.89, "end": 1233.07, "word": " زي", "probability": 0.928955078125}, {"start": 1233.07, "end": 1233.15, "word": " ما", "probability": 0.9580078125}, {"start": 1233.15, "end": 1233.47, "word": " هو", "probability": 0.99267578125}, {"start": 1233.47, "end": 1233.87, "word": " انا", "probability": 0.7061767578125}, {"start": 1233.87, "end": 1233.97, "word": " اللي", "probability": 0.847900390625}, {"start": 1233.97, "end": 1234.13, "word": " بدي", "probability": 0.578857421875}, {"start": 1234.13, "end": 1234.41, "word": " اعمله", "probability": 0.7607421875}, {"start": 1234.41, "end": 1234.63, "word": " بدي", "probability": 0.81494140625}, {"start": 1234.63, "end": 1234.95, "word": " اعمله", "probability": 0.8577473958333334}, {"start": 1234.95, "end": 1235.81, "word": " تقريبا", "probability": 0.98857421875}, {"start": 1235.81, "end": 1236.51, "word": " طريقة", "probability": 0.8860677083333334}, {"start": 1236.51, "end": 1237.05, "word": " تفكير", "probability": 0.9166259765625}, {"start": 1237.05, "end": 1238.29, "word": " تقريبية", "probability": 0.96142578125}, {"start": 1238.29, "end": 1239.71, "word": " الان", "probability": 0.6468505859375}, {"start": 1239.71, "end": 1239.93, "word": " ال", "probability": 0.94873046875}, {"start": 1239.93, "end": 1240.13, "word": " rule", "probability": 0.88427734375}, {"start": 1240.13, "end": 1241.23, "word": " extraction", "probability": 0.8681640625}, {"start": 1241.23, "end": 1242.21, "word": " برضه", "probability": 0.9280598958333334}, {"start": 1242.21, "end": 1242.53, "word": " هذه", "probability": 0.5869140625}, {"start": 1242.53, "end": 1242.71, "word": " من", "probability": 0.984375}, {"start": 1242.71, "end": 1243.19, "word": " الأشياء", "probability": 0.959228515625}, {"start": 1243.19, "end": 1243.91, "word": " المهمة", "probability": 0.99169921875}, {"start": 1243.91, "end": 1244.49, "word": " مدام", "probability": 0.8587239583333334}, {"start": 1244.49, "end": 1245.01, "word": " انت", "probability": 0.845458984375}, {"start": 1245.01, "end": 1245.81, "word": " جبت", "probability": 0.93359375}, {"start": 1245.81, "end": 1246.39, "word": " neural", "probability": 0.96533203125}, {"start": 1246.39, "end": 1247.05, "word": " network", "probability": 0.97509765625}, {"start": 1247.05, "end": 1247.51, "word": " و", "probability": 0.75048828125}, {"start": 1247.51, "end": 1247.55, "word": " ال", "probability": 0.8583984375}, {"start": 1247.55, "end": 1247.79, "word": " neural", "probability": 0.97265625}, {"start": 1247.79, "end": 1248.19, "word": " network", "probability": 0.98681640625}, {"start": 1248.19, "end": 1248.53, "word": " هذه", "probability": 0.703125}, {"start": 1248.53, "end": 1249.11, "word": " المفروض", "probability": 0.9931640625}, {"start": 1249.11, "end": 1249.17, "word": " ان", "probability": 0.83447265625}, {"start": 1249.17, "end": 1249.39, "word": " هي", "probability": 0.78515625}, {"start": 1249.39, "end": 1249.99, "word": " بتقوم", "probability": 0.7625325520833334}, {"start": 1249.99, "end": 1250.43, "word": " بعملية", "probability": 0.9039306640625}, {"start": 1250.43, "end": 1251.73, "word": " التفكير", "probability": 0.9942626953125}, {"start": 1251.73, "end": 1252.25, "word": " معنى", "probability": 0.794921875}, {"start": 1252.25, "end": 1252.45, "word": " ذلك", "probability": 0.9921875}, {"start": 1252.45, "end": 1252.61, "word": " ان", "probability": 0.85302734375}, {"start": 1252.61, "end": 1254.37, "word": " الشخص", "probability": 0.8518880208333334}, {"start": 1254.37, "end": 1254.89, "word": " الخبير", "probability": 0.9749348958333334}, {"start": 1254.89, "end": 1255.59, "word": " مش", "probability": 0.9599609375}, {"start": 1255.59, "end": 1256.11, "word": " محتاجه", "probability": 0.9873046875}], "temperature": 1.0}, {"id": 57, "seek": 128410, "start": 1257.47, "end": 1284.11, "text": "لأنه مالهاش معناه الـ neural network وانا قاعد بقول انه عملت modeling لل brain و بعدين أروح أستعين بالشخص بال .. بال .. بال human أو بال expert اللي موجود عندنا ال human expert مش هيك؟ أكيد منطقي أنا ليش طيب عملت ال modeling لل brain؟ ليش عملت modeling للدماغ إذا لسه بدي أرجع أسأل الشخص نفسه؟ فبنستغنى عنه فصار بدي الآن مهمة تانية لازم ال neural network تعملنا إياها", "tokens": [1211, 33456, 3224, 3714, 6027, 3224, 33599, 20449, 8315, 3224, 2423, 39184, 18161, 3209, 4032, 7649, 995, 12174, 995, 22488, 4724, 39648, 16472, 3224, 6225, 42213, 2655, 15983, 24976, 3567, 4032, 39182, 9957, 5551, 32887, 5016, 5551, 14851, 3615, 9957, 20666, 8592, 9778, 9381, 20666, 4386, 20666, 4386, 20666, 1952, 34051, 20666, 5844, 13672, 1829, 3714, 29245, 23328, 43242, 8315, 2423, 1952, 5844, 37893, 39896, 4117, 22807, 5551, 4117, 25708, 9154, 9566, 38436, 41850, 32239, 8592, 23032, 1829, 3555, 6225, 42213, 2655, 2423, 15983, 24976, 3567, 22807, 32239, 8592, 6225, 42213, 2655, 15983, 24976, 40448, 5718, 118, 11933, 15730, 5296, 3794, 3224, 4724, 16254, 5551, 47341, 3615, 5551, 3794, 10721, 1211, 25124, 9778, 9381, 8717, 36178, 3224, 22807, 6156, 3555, 1863, 14851, 17082, 1863, 7578, 18871, 3224, 6156, 9381, 9640, 4724, 16254, 6024, 48506, 3714, 16095, 3660, 6055, 7649, 10632, 5296, 31377, 2304, 2423, 18161, 3209, 6055, 25957, 1211, 8315, 11933, 25528, 11296], "avg_logprob": -0.15980114071787177, "compression_ratio": 1.8617363344051447, "no_speech_prob": 0.0, "words": [{"start": 1257.47, "end": 1257.91, "word": "لأنه", "probability": 0.9353841145833334}, {"start": 1257.91, "end": 1258.19, "word": " مالهاش", "probability": 0.7244873046875}, {"start": 1258.19, "end": 1258.59, "word": " معناه", "probability": 0.8006184895833334}, {"start": 1258.59, "end": 1258.85, "word": " الـ", "probability": 0.6444091796875}, {"start": 1258.85, "end": 1258.99, "word": " neural", "probability": 0.54052734375}, {"start": 1258.99, "end": 1259.55, "word": " network", "probability": 0.95654296875}, {"start": 1259.55, "end": 1260.09, "word": " وانا", "probability": 0.6859537760416666}, {"start": 1260.09, "end": 1260.23, "word": " قاعد", "probability": 0.8899739583333334}, {"start": 1260.23, "end": 1260.53, "word": " بقول", "probability": 0.95849609375}, {"start": 1260.53, "end": 1260.75, "word": " انه", "probability": 0.8359375}, {"start": 1260.75, "end": 1261.05, "word": " عملت", "probability": 0.9786783854166666}, {"start": 1261.05, "end": 1261.37, "word": " modeling", "probability": 0.7080078125}, {"start": 1261.37, "end": 1261.59, "word": " لل", "probability": 0.54296875}, {"start": 1261.59, "end": 1261.95, "word": " brain", "probability": 0.533203125}, {"start": 1261.95, "end": 1262.33, "word": " و", "probability": 0.58935546875}, {"start": 1262.33, "end": 1262.57, "word": " بعدين", "probability": 0.903076171875}, {"start": 1262.57, "end": 1262.81, "word": " أروح", "probability": 0.7716471354166666}, {"start": 1262.81, "end": 1263.21, "word": " أستعين", "probability": 0.906005859375}, {"start": 1263.21, "end": 1263.75, "word": " بالشخص", "probability": 0.99365234375}, {"start": 1263.75, "end": 1264.01, "word": " بال", "probability": 0.7099609375}, {"start": 1264.01, "end": 1264.13, "word": " ..", "probability": 0.70166015625}, {"start": 1264.13, "end": 1264.67, "word": " بال", "probability": 0.89111328125}, {"start": 1264.67, "end": 1265.21, "word": " ..", "probability": 0.9228515625}, {"start": 1265.21, "end": 1265.51, "word": " بال", "probability": 0.85986328125}, {"start": 1265.51, "end": 1265.83, "word": " human", "probability": 0.82470703125}, {"start": 1265.83, "end": 1266.33, "word": " أو", "probability": 0.69873046875}, {"start": 1266.33, "end": 1266.47, "word": " بال", "probability": 0.97509765625}, {"start": 1266.47, "end": 1266.89, "word": " expert", "probability": 0.9169921875}, {"start": 1266.89, "end": 1267.51, "word": " اللي", "probability": 0.947998046875}, {"start": 1267.51, "end": 1267.85, "word": " موجود", "probability": 0.9864908854166666}, {"start": 1267.85, "end": 1268.05, "word": " عندنا", "probability": 0.97216796875}, {"start": 1268.05, "end": 1268.15, "word": " ال", "probability": 0.30615234375}, {"start": 1268.15, "end": 1268.33, "word": " human", "probability": 0.810546875}, {"start": 1268.33, "end": 1268.79, "word": " expert", "probability": 0.9296875}, {"start": 1268.79, "end": 1269.27, "word": " مش", "probability": 0.8564453125}, {"start": 1269.27, "end": 1269.81, "word": " هيك؟", "probability": 0.807861328125}, {"start": 1269.81, "end": 1270.09, "word": " أكيد", "probability": 0.9108072916666666}, {"start": 1270.09, "end": 1270.51, "word": " منطقي", "probability": 0.8697916666666666}, {"start": 1270.51, "end": 1271.11, "word": " أنا", "probability": 0.42578125}, {"start": 1271.11, "end": 1271.33, "word": " ليش", "probability": 0.98974609375}, {"start": 1271.33, "end": 1271.55, "word": " طيب", "probability": 0.98828125}, {"start": 1271.55, "end": 1271.93, "word": " عملت", "probability": 0.9651692708333334}, {"start": 1271.93, "end": 1272.17, "word": " ال", "probability": 0.74853515625}, {"start": 1272.17, "end": 1273.03, "word": " modeling", "probability": 0.379638671875}, {"start": 1273.03, "end": 1273.33, "word": " لل", "probability": 0.73828125}, {"start": 1273.33, "end": 1274.53, "word": " brain؟", "probability": 0.83544921875}, {"start": 1274.53, "end": 1274.73, "word": " ليش", "probability": 0.95361328125}, {"start": 1274.73, "end": 1274.97, "word": " عملت", "probability": 0.9471028645833334}, {"start": 1274.97, "end": 1275.25, "word": " modeling", "probability": 0.91650390625}, {"start": 1275.25, "end": 1275.81, "word": " للدماغ", "probability": 0.9361572265625}, {"start": 1275.81, "end": 1275.99, "word": " إذا", "probability": 0.8642578125}, {"start": 1275.99, "end": 1276.19, "word": " لسه", "probability": 0.8717447916666666}, {"start": 1276.19, "end": 1276.43, "word": " بدي", "probability": 0.790771484375}, {"start": 1276.43, "end": 1276.75, "word": " أرجع", "probability": 0.9469401041666666}, {"start": 1276.75, "end": 1277.09, "word": " أسأل", "probability": 0.9693603515625}, {"start": 1277.09, "end": 1277.93, "word": " الشخص", "probability": 0.9129231770833334}, {"start": 1277.93, "end": 1278.65, "word": " نفسه؟", "probability": 0.936767578125}, {"start": 1278.65, "end": 1279.69, "word": " فبنستغنى", "probability": 0.8637346540178571}, {"start": 1279.69, "end": 1279.99, "word": " عنه", "probability": 0.989501953125}, {"start": 1279.99, "end": 1280.63, "word": " فصار", "probability": 0.94873046875}, {"start": 1280.63, "end": 1281.09, "word": " بدي", "probability": 0.77197265625}, {"start": 1281.09, "end": 1281.39, "word": " الآن", "probability": 0.74658203125}, {"start": 1281.39, "end": 1281.89, "word": " مهمة", "probability": 0.9900716145833334}, {"start": 1281.89, "end": 1282.29, "word": " تانية", "probability": 0.9939778645833334}, {"start": 1282.29, "end": 1282.91, "word": " لازم", "probability": 0.9788411458333334}, {"start": 1282.91, "end": 1282.97, "word": " ال", "probability": 0.89306640625}, {"start": 1282.97, "end": 1283.13, "word": " neural", "probability": 0.92626953125}, {"start": 1283.13, "end": 1283.41, "word": " network", "probability": 0.98291015625}, {"start": 1283.41, "end": 1283.81, "word": " تعملنا", "probability": 0.914306640625}, {"start": 1283.81, "end": 1284.11, "word": " إياها", "probability": 0.8938802083333334}], "temperature": 1.0}, {"id": 58, "seek": 130508, "start": 1284.86, "end": 1305.08, "text": "اللي هو ال model تبع ال neural network بتاع الدماغ انه يعمل ليه rule extraction هو اللي يطلع ليه ال rules هو اللي يطلع لنا ال rules يبنينا ال rules كويس وهذا هناخده الحقيقة من المثال هذه المثال المثال تبعنا كتالي عندي مجموعة objects بدنا نميز بينهم bird", "tokens": [6027, 20292, 31439, 2423, 2316, 6055, 3555, 3615, 2423, 18161, 3209, 39894, 45761, 32748, 2304, 5718, 118, 16472, 3224, 7251, 25957, 1211, 32239, 3224, 4978, 30197, 31439, 13672, 1829, 7251, 9566, 1211, 3615, 32239, 3224, 2423, 4474, 31439, 13672, 1829, 7251, 9566, 1211, 3615, 5296, 8315, 2423, 4474, 7251, 3555, 22653, 8315, 2423, 4474, 9122, 45865, 3794, 37037, 15730, 8032, 1863, 47283, 3215, 3224, 21542, 38436, 28671, 9154, 9673, 12984, 6027, 29538, 9673, 12984, 6027, 9673, 12984, 6027, 6055, 3555, 3615, 8315, 9122, 2655, 6027, 1829, 18871, 16254, 3714, 7435, 2304, 2407, 27884, 6565, 47525, 8315, 8717, 2304, 1829, 11622, 49374, 16095, 5255], "avg_logprob": -0.18058894058832756, "compression_ratio": 1.8394495412844036, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1284.86, "end": 1285.12, "word": "اللي", "probability": 0.69482421875}, {"start": 1285.12, "end": 1285.22, "word": " هو", "probability": 0.99169921875}, {"start": 1285.22, "end": 1285.32, "word": " ال", "probability": 0.82373046875}, {"start": 1285.32, "end": 1285.5, "word": " model", "probability": 0.607421875}, {"start": 1285.5, "end": 1285.68, "word": " تبع", "probability": 0.8050130208333334}, {"start": 1285.68, "end": 1285.78, "word": " ال", "probability": 0.59521484375}, {"start": 1285.78, "end": 1285.98, "word": " neural", "probability": 0.96044921875}, {"start": 1285.98, "end": 1286.46, "word": " network", "probability": 0.958984375}, {"start": 1286.46, "end": 1286.84, "word": " بتاع", "probability": 0.6234130859375}, {"start": 1286.84, "end": 1287.38, "word": " الدماغ", "probability": 0.943603515625}, {"start": 1287.38, "end": 1288.08, "word": " انه", "probability": 0.6219482421875}, {"start": 1288.08, "end": 1288.46, "word": " يعمل", "probability": 0.8894856770833334}, {"start": 1288.46, "end": 1288.88, "word": " ليه", "probability": 0.7081298828125}, {"start": 1288.88, "end": 1289.2, "word": " rule", "probability": 0.76708984375}, {"start": 1289.2, "end": 1289.98, "word": " extraction", "probability": 0.90673828125}, {"start": 1289.98, "end": 1290.56, "word": " هو", "probability": 0.87548828125}, {"start": 1290.56, "end": 1290.82, "word": " اللي", "probability": 0.9443359375}, {"start": 1290.82, "end": 1291.3, "word": " يطلع", "probability": 0.9473876953125}, {"start": 1291.3, "end": 1291.58, "word": " ليه", "probability": 0.71923828125}, {"start": 1291.58, "end": 1291.76, "word": " ال", "probability": 0.96142578125}, {"start": 1291.76, "end": 1292.24, "word": " rules", "probability": 0.83203125}, {"start": 1292.24, "end": 1293.08, "word": " هو", "probability": 0.7607421875}, {"start": 1293.08, "end": 1293.22, "word": " اللي", "probability": 0.976318359375}, {"start": 1293.22, "end": 1293.48, "word": " يطلع", "probability": 0.951171875}, {"start": 1293.48, "end": 1293.66, "word": " لنا", "probability": 0.637939453125}, {"start": 1293.66, "end": 1293.68, "word": " ال", "probability": 0.71337890625}, {"start": 1293.68, "end": 1293.8, "word": " rules", "probability": 0.8623046875}, {"start": 1293.8, "end": 1294.28, "word": " يبنينا", "probability": 0.8387451171875}, {"start": 1294.28, "end": 1294.4, "word": " ال", "probability": 0.97021484375}, {"start": 1294.4, "end": 1294.68, "word": " rules", "probability": 0.86669921875}, {"start": 1294.68, "end": 1296.14, "word": " كويس", "probability": 0.876953125}, {"start": 1296.14, "end": 1296.78, "word": " وهذا", "probability": 0.658447265625}, {"start": 1296.78, "end": 1297.14, "word": " هناخده", "probability": 0.92490234375}, {"start": 1297.14, "end": 1297.42, "word": " الحقيقة", "probability": 0.9889322916666666}, {"start": 1297.42, "end": 1297.52, "word": " من", "probability": 0.98681640625}, {"start": 1297.52, "end": 1297.88, "word": " المثال", "probability": 0.98291015625}, {"start": 1297.88, "end": 1298.14, "word": " هذه", "probability": 0.30322265625}, {"start": 1298.14, "end": 1298.58, "word": " المثال", "probability": 0.9842122395833334}, {"start": 1298.58, "end": 1299.4, "word": " المثال", "probability": 0.8250325520833334}, {"start": 1299.4, "end": 1299.7, "word": " تبعنا", "probability": 0.8427734375}, {"start": 1299.7, "end": 1300.26, "word": " كتالي", "probability": 0.814453125}, {"start": 1300.26, "end": 1300.92, "word": " عندي", "probability": 0.851318359375}, {"start": 1300.92, "end": 1301.56, "word": " مجموعة", "probability": 0.96162109375}, {"start": 1301.56, "end": 1303.24, "word": " objects", "probability": 0.9228515625}, {"start": 1303.24, "end": 1303.7, "word": " بدنا", "probability": 0.955078125}, {"start": 1303.7, "end": 1304.04, "word": " نميز", "probability": 0.9822998046875}, {"start": 1304.04, "end": 1304.54, "word": " بينهم", "probability": 0.9873046875}, {"start": 1304.54, "end": 1305.08, "word": " bird", "probability": 0.626953125}], "temperature": 1.0}, {"id": 59, "seek": 131780, "start": 1305.84, "end": 1317.8, "text": "plane و gliter bird طبعا كلكم عارفين ال bird اللي هي الطير العصفور و plane اللي هي الطائرة و gliter اللي هي الطائرة الشراعية", "tokens": [36390, 4032, 1563, 1681, 5255, 23032, 3555, 3615, 995, 28242, 24793, 6225, 9640, 5172, 9957, 2423, 5255, 13672, 1829, 39896, 41950, 13546, 18863, 9381, 5172, 13063, 4032, 5720, 13672, 1829, 39896, 41950, 16373, 25720, 4032, 1563, 1681, 13672, 1829, 39896, 41950, 16373, 25720, 25124, 23557, 3615, 10632], "avg_logprob": -0.1692708277453979, "compression_ratio": 1.638655462184874, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 1305.84, "end": 1306.26, "word": "plane", "probability": 0.264892578125}, {"start": 1306.26, "end": 1306.98, "word": " و", "probability": 0.8408203125}, {"start": 1306.98, "end": 1307.6, "word": " gliter", "probability": 0.579345703125}, {"start": 1307.6, "end": 1308.8, "word": " bird", "probability": 0.75439453125}, {"start": 1308.8, "end": 1309.12, "word": " طبعا", "probability": 0.9432373046875}, {"start": 1309.12, "end": 1309.42, "word": " كلكم", "probability": 0.59619140625}, {"start": 1309.42, "end": 1309.66, "word": " عارفين", "probability": 0.9638671875}, {"start": 1309.66, "end": 1309.74, "word": " ال", "probability": 0.6962890625}, {"start": 1309.74, "end": 1309.94, "word": " bird", "probability": 0.89013671875}, {"start": 1309.94, "end": 1310.2, "word": " اللي", "probability": 0.9140625}, {"start": 1310.2, "end": 1310.58, "word": " هي", "probability": 0.89697265625}, {"start": 1310.58, "end": 1311.32, "word": " الطير", "probability": 0.892822265625}, {"start": 1311.32, "end": 1311.84, "word": " العصفور", "probability": 0.9569091796875}, {"start": 1311.84, "end": 1312.44, "word": " و", "probability": 0.892578125}, {"start": 1312.44, "end": 1312.88, "word": " plane", "probability": 0.8837890625}, {"start": 1312.88, "end": 1313.06, "word": " اللي", "probability": 0.936279296875}, {"start": 1313.06, "end": 1313.18, "word": " هي", "probability": 0.97265625}, {"start": 1313.18, "end": 1313.7, "word": " الطائرة", "probability": 0.9812825520833334}, {"start": 1313.7, "end": 1314.26, "word": " و", "probability": 0.97900390625}, {"start": 1314.26, "end": 1314.96, "word": " gliter", "probability": 0.8564453125}, {"start": 1314.96, "end": 1315.98, "word": " اللي", "probability": 0.6785888671875}, {"start": 1315.98, "end": 1316.34, "word": " هي", "probability": 0.98583984375}, {"start": 1316.34, "end": 1317.22, "word": " الطائرة", "probability": 0.9337565104166666}, {"start": 1317.22, "end": 1317.8, "word": " الشراعية", "probability": 0.883544921875}], "temperature": 1.0}, {"id": 60, "seek": 134547, "start": 1318.47, "end": 1345.47, "text": "glater الطائرة الشراعية الطيب الطائرة الشراعية الحقيقة في منها نوعين في نوع ب motor و في نوع بدون motor الواضح النتائج هنا بتقول ان هذا الطائرة الشراعية البدون motor اللي هي بتنمسك بالإيد و بيكون طاير فيها الشخص هنشوف هنوضح الكلام هذا لما ندخل شوية في تفاصيل لينيورا اللي قدامنا هذه لأن هنا معطيني النتائج اللي اتدربت", "tokens": [7191, 771, 41950, 16373, 25720, 25124, 23557, 3615, 10632, 41950, 1829, 3555, 41950, 16373, 25720, 25124, 23557, 3615, 10632, 21542, 38436, 28671, 8978, 9154, 11296, 8717, 45367, 9957, 8978, 8717, 45367, 4724, 5932, 4032, 8978, 8717, 45367, 47525, 11536, 5932, 2423, 2407, 46958, 5016, 28239, 2655, 16373, 7435, 34105, 39894, 39648, 16472, 23758, 41950, 16373, 25720, 25124, 23557, 3615, 10632, 29739, 3215, 11536, 5932, 13672, 1829, 39896, 39894, 1863, 2304, 3794, 4117, 20666, 28814, 25708, 4032, 4724, 1829, 30544, 23032, 995, 13546, 8978, 11296, 25124, 9778, 9381, 8032, 1863, 8592, 38688, 8032, 1863, 2407, 11242, 5016, 2423, 28820, 10943, 23758, 5296, 15042, 8717, 3215, 9778, 1211, 13412, 2407, 10632, 8978, 6055, 5172, 33546, 26895, 5296, 9957, 1829, 13063, 995, 13672, 1829, 12174, 3215, 10943, 8315, 29538, 5296, 33456, 34105, 20449, 9566, 9957, 1829, 28239, 2655, 16373, 7435, 13672, 1829, 1975, 2655, 3215, 25513, 2655], "avg_logprob": -0.14515086700176372, "compression_ratio": 2.167315175097276, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 1318.47, "end": 1318.97, "word": "glater", "probability": 0.4119873046875}, {"start": 1318.97, "end": 1319.69, "word": " الطائرة", "probability": 0.9036458333333334}, {"start": 1319.69, "end": 1320.87, "word": " الشراعية", "probability": 0.899658203125}, {"start": 1320.87, "end": 1322.25, "word": " الطيب", "probability": 0.7757161458333334}, {"start": 1322.25, "end": 1322.73, "word": " الطائرة", "probability": 0.92724609375}, {"start": 1322.73, "end": 1323.23, "word": " الشراعية", "probability": 0.96337890625}, {"start": 1323.23, "end": 1323.79, "word": " الحقيقة", "probability": 0.9684244791666666}, {"start": 1323.79, "end": 1324.63, "word": " في", "probability": 0.93408203125}, {"start": 1324.63, "end": 1324.93, "word": " منها", "probability": 0.9765625}, {"start": 1324.93, "end": 1325.37, "word": " نوعين", "probability": 0.9931640625}, {"start": 1325.37, "end": 1325.85, "word": " في", "probability": 0.80224609375}, {"start": 1325.85, "end": 1326.13, "word": " نوع", "probability": 0.989501953125}, {"start": 1326.13, "end": 1326.43, "word": " ب", "probability": 0.8037109375}, {"start": 1326.43, "end": 1326.85, "word": " motor", "probability": 0.423095703125}, {"start": 1326.85, "end": 1327.05, "word": " و", "probability": 0.9541015625}, {"start": 1327.05, "end": 1327.19, "word": " في", "probability": 0.41357421875}, {"start": 1327.19, "end": 1327.33, "word": " نوع", "probability": 0.99609375}, {"start": 1327.33, "end": 1327.63, "word": " بدون", "probability": 0.983642578125}, {"start": 1327.63, "end": 1327.99, "word": " motor", "probability": 0.9609375}, {"start": 1327.99, "end": 1328.93, "word": " الواضح", "probability": 0.9525146484375}, {"start": 1328.93, "end": 1329.39, "word": " النتائج", "probability": 0.9483642578125}, {"start": 1329.39, "end": 1329.57, "word": " هنا", "probability": 0.90966796875}, {"start": 1329.57, "end": 1329.89, "word": " بتقول", "probability": 0.968505859375}, {"start": 1329.89, "end": 1330.01, "word": " ان", "probability": 0.44873046875}, {"start": 1330.01, "end": 1330.23, "word": " هذا", "probability": 0.31201171875}, {"start": 1330.23, "end": 1330.49, "word": " الطائرة", "probability": 0.9246419270833334}, {"start": 1330.49, "end": 1330.95, "word": " الشراعية", "probability": 0.9747314453125}, {"start": 1330.95, "end": 1331.29, "word": " البدون", "probability": 0.777587890625}, {"start": 1331.29, "end": 1331.63, "word": " motor", "probability": 0.95849609375}, {"start": 1331.63, "end": 1331.79, "word": " اللي", "probability": 0.865966796875}, {"start": 1331.79, "end": 1332.09, "word": " هي", "probability": 0.91943359375}, {"start": 1332.09, "end": 1334.47, "word": " بتنمسك", "probability": 0.869873046875}, {"start": 1334.47, "end": 1334.99, "word": " بالإيد", "probability": 0.8349609375}, {"start": 1334.99, "end": 1335.15, "word": " و", "probability": 0.93359375}, {"start": 1335.15, "end": 1335.41, "word": " بيكون", "probability": 0.8531901041666666}, {"start": 1335.41, "end": 1335.69, "word": " طاير", "probability": 0.939453125}, {"start": 1335.69, "end": 1335.93, "word": " فيها", "probability": 0.985107421875}, {"start": 1335.93, "end": 1336.33, "word": " الشخص", "probability": 0.9920247395833334}, {"start": 1336.33, "end": 1337.45, "word": " هنشوف", "probability": 0.84649658203125}, {"start": 1337.45, "end": 1337.93, "word": " هنوضح", "probability": 0.89921875}, {"start": 1337.93, "end": 1338.25, "word": " الكلام", "probability": 0.9606119791666666}, {"start": 1338.25, "end": 1338.43, "word": " هذا", "probability": 0.79541015625}, {"start": 1338.43, "end": 1338.67, "word": " لما", "probability": 0.95654296875}, {"start": 1338.67, "end": 1339.11, "word": " ندخل", "probability": 0.9967041015625}, {"start": 1339.11, "end": 1339.37, "word": " شوية", "probability": 0.8880208333333334}, {"start": 1339.37, "end": 1339.49, "word": " في", "probability": 0.8671875}, {"start": 1339.49, "end": 1339.99, "word": " تفاصيل", "probability": 0.9361572265625}, {"start": 1339.99, "end": 1340.81, "word": " لينيورا", "probability": 0.74873046875}, {"start": 1340.81, "end": 1340.91, "word": " اللي", "probability": 0.972412109375}, {"start": 1340.91, "end": 1341.45, "word": " قدامنا", "probability": 0.85308837890625}, {"start": 1341.45, "end": 1341.71, "word": " هذه", "probability": 0.68505859375}, {"start": 1341.71, "end": 1342.25, "word": " لأن", "probability": 0.754638671875}, {"start": 1342.25, "end": 1342.49, "word": " هنا", "probability": 0.89794921875}, {"start": 1342.49, "end": 1343.53, "word": " معطيني", "probability": 0.7564697265625}, {"start": 1343.53, "end": 1344.43, "word": " النتائج", "probability": 0.97265625}, {"start": 1344.43, "end": 1344.69, "word": " اللي", "probability": 0.927978515625}, {"start": 1344.69, "end": 1345.47, "word": " اتدربت", "probability": 0.95634765625}], "temperature": 1.0}, {"id": 61, "seek": 136792, "start": 1346.2, "end": 1367.92, "text": "هذه قيم نهائية تدربت لل weights او الـ Synaptic weights بحيث ان الموديل هذا الان قادر انه يميز bird, plane, glider بناء على مجموعة inputs وهي هنا الميزة اللي وجدت في تمثيل المعرفة ال neural network ماكنتش قادر اعمل هذا الكلام فيها ان انا عارف ايش ال inputs تعوني", "tokens": [3224, 24192, 12174, 32640, 8717, 3224, 16373, 10632, 6055, 3215, 25513, 2655, 24976, 17443, 1975, 2407, 2423, 39184, 26155, 2796, 299, 17443, 4724, 5016, 1829, 12984, 16472, 9673, 2407, 16254, 1211, 23758, 2423, 7649, 12174, 18513, 2288, 16472, 3224, 7251, 2304, 1829, 11622, 5255, 11, 5720, 11, 1563, 1438, 44945, 16606, 15844, 3714, 7435, 2304, 2407, 27884, 15743, 37037, 1829, 34105, 9673, 1829, 11622, 3660, 13672, 1829, 49610, 3215, 2655, 8978, 46811, 12984, 26895, 9673, 3615, 28480, 3660, 2423, 18161, 3209, 19446, 19452, 2655, 8592, 12174, 18513, 2288, 1975, 25957, 1211, 23758, 2423, 28820, 10943, 8978, 11296, 16472, 1975, 8315, 6225, 9640, 5172, 1975, 1829, 8592, 2423, 15743, 37279, 11536, 1829], "avg_logprob": -0.20689173774527653, "compression_ratio": 1.6031128404669261, "no_speech_prob": 0.0, "words": [{"start": 1346.2, "end": 1346.5, "word": "هذه", "probability": 0.919921875}, {"start": 1346.5, "end": 1346.8, "word": " قيم", "probability": 0.91845703125}, {"start": 1346.8, "end": 1347.6, "word": " نهائية", "probability": 0.9703369140625}, {"start": 1347.6, "end": 1348.16, "word": " تدربت", "probability": 0.774169921875}, {"start": 1348.16, "end": 1348.58, "word": " لل", "probability": 0.40380859375}, {"start": 1348.58, "end": 1349.74, "word": " weights", "probability": 0.352783203125}, {"start": 1349.74, "end": 1350.44, "word": " او", "probability": 0.6243896484375}, {"start": 1350.44, "end": 1350.62, "word": " الـ", "probability": 0.66650390625}, {"start": 1350.62, "end": 1351.0, "word": " Synaptic", "probability": 0.74951171875}, {"start": 1351.0, "end": 1351.34, "word": " weights", "probability": 0.4873046875}, {"start": 1351.34, "end": 1352.38, "word": " بحيث", "probability": 0.9532470703125}, {"start": 1352.38, "end": 1352.52, "word": " ان", "probability": 0.8408203125}, {"start": 1352.52, "end": 1352.9, "word": " الموديل", "probability": 0.8258056640625}, {"start": 1352.9, "end": 1353.12, "word": " هذا", "probability": 0.72607421875}, {"start": 1353.12, "end": 1353.54, "word": " الان", "probability": 0.57635498046875}, {"start": 1353.54, "end": 1354.54, "word": " قادر", "probability": 0.9850260416666666}, {"start": 1354.54, "end": 1355.08, "word": " انه", "probability": 0.806396484375}, {"start": 1355.08, "end": 1355.82, "word": " يميز", "probability": 0.93359375}, {"start": 1355.82, "end": 1356.24, "word": " bird,", "probability": 0.2081298828125}, {"start": 1356.48, "end": 1356.76, "word": " plane,", "probability": 0.83203125}, {"start": 1357.02, "end": 1357.46, "word": " glider", "probability": 0.85009765625}, {"start": 1357.46, "end": 1358.18, "word": " بناء", "probability": 0.804443359375}, {"start": 1358.18, "end": 1358.46, "word": " على", "probability": 0.74853515625}, {"start": 1358.46, "end": 1358.9, "word": " مجموعة", "probability": 0.92314453125}, {"start": 1358.9, "end": 1359.48, "word": " inputs", "probability": 0.78173828125}, {"start": 1359.48, "end": 1360.16, "word": " وهي", "probability": 0.85546875}, {"start": 1360.16, "end": 1360.46, "word": " هنا", "probability": 0.9462890625}, {"start": 1360.46, "end": 1361.24, "word": " الميزة", "probability": 0.9722900390625}, {"start": 1361.24, "end": 1361.34, "word": " اللي", "probability": 0.76171875}, {"start": 1361.34, "end": 1361.56, "word": " وجدت", "probability": 0.70849609375}, {"start": 1361.56, "end": 1361.64, "word": " في", "probability": 0.9033203125}, {"start": 1361.64, "end": 1362.18, "word": " تمثيل", "probability": 0.919921875}, {"start": 1362.18, "end": 1363.24, "word": " المعرفة", "probability": 0.993408203125}, {"start": 1363.24, "end": 1363.56, "word": " ال", "probability": 0.71484375}, {"start": 1363.56, "end": 1363.82, "word": " neural", "probability": 0.8359375}, {"start": 1363.82, "end": 1364.26, "word": " network", "probability": 0.95556640625}, {"start": 1364.26, "end": 1364.68, "word": " ماكنتش", "probability": 0.9334716796875}, {"start": 1364.68, "end": 1364.92, "word": " قادر", "probability": 0.8473307291666666}, {"start": 1364.92, "end": 1365.14, "word": " اعمل", "probability": 0.9417317708333334}, {"start": 1365.14, "end": 1365.3, "word": " هذا", "probability": 0.90380859375}, {"start": 1365.3, "end": 1365.6, "word": " الكلام", "probability": 0.9645182291666666}, {"start": 1365.6, "end": 1365.86, "word": " فيها", "probability": 0.8798828125}, {"start": 1365.86, "end": 1366.2, "word": " ان", "probability": 0.7294921875}, {"start": 1366.2, "end": 1366.34, "word": " انا", "probability": 0.919677734375}, {"start": 1366.34, "end": 1366.82, "word": " عارف", "probability": 0.98681640625}, {"start": 1366.82, "end": 1366.96, "word": " ايش", "probability": 0.88232421875}, {"start": 1366.96, "end": 1367.1, "word": " ال", "probability": 0.91650390625}, {"start": 1367.1, "end": 1367.4, "word": " inputs", "probability": 0.759765625}, {"start": 1367.4, "end": 1367.92, "word": " تعوني", "probability": 0.76513671875}], "temperature": 1.0}, {"id": 62, "seek": 138788, "start": 1369.24, "end": 1387.88, "text": "أنا من الأول عارف إيش ال inputs و ال inputs هذه بقدر أسأل للشخص سؤال عليها هل شفت كذا؟ فبيقول أه شفت كذا ب .. بتعامل معاه ال neural network صارت تقدر تتعامل معانا بشكل سينوجين زي ما بيقولوا سؤال و إجابة بمعنى أنه wings", "tokens": [10721, 8315, 9154, 16247, 12610, 6225, 9640, 5172, 11933, 1829, 8592, 2423, 15743, 4032, 2423, 15743, 29538, 4724, 28543, 2288, 5551, 3794, 10721, 1211, 24976, 8592, 9778, 9381, 8608, 33604, 6027, 25894, 11296, 8032, 1211, 13412, 5172, 2655, 9122, 15730, 22807, 6156, 21292, 39648, 5551, 3224, 13412, 5172, 2655, 9122, 15730, 4724, 4386, 39894, 3615, 10943, 1211, 20449, 40294, 2423, 18161, 3209, 20328, 9640, 2655, 6055, 28543, 2288, 6055, 2655, 3615, 10943, 1211, 20449, 7649, 995, 4724, 8592, 28820, 8608, 9957, 29245, 9957, 30767, 1829, 19446, 4724, 1829, 39648, 14407, 8608, 33604, 6027, 4032, 11933, 7435, 16758, 3660, 4724, 2304, 3615, 1863, 7578, 14739, 3224, 11405], "avg_logprob": -0.1847254611621393, "compression_ratio": 1.643835616438356, "no_speech_prob": 8.940696716308594e-07, "words": [{"start": 1369.24, "end": 1369.64, "word": "أنا", "probability": 0.792236328125}, {"start": 1369.64, "end": 1370.06, "word": " من", "probability": 0.9755859375}, {"start": 1370.06, "end": 1370.44, "word": " الأول", "probability": 0.99072265625}, {"start": 1370.44, "end": 1370.8, "word": " عارف", "probability": 0.9832356770833334}, {"start": 1370.8, "end": 1370.96, "word": " إيش", "probability": 0.7943522135416666}, {"start": 1370.96, "end": 1371.08, "word": " ال", "probability": 0.98095703125}, {"start": 1371.08, "end": 1371.42, "word": " inputs", "probability": 0.4423828125}, {"start": 1371.42, "end": 1371.78, "word": " و", "probability": 0.446533203125}, {"start": 1371.78, "end": 1371.88, "word": " ال", "probability": 0.9130859375}, {"start": 1371.88, "end": 1372.16, "word": " inputs", "probability": 0.720703125}, {"start": 1372.16, "end": 1372.4, "word": " هذه", "probability": 0.55615234375}, {"start": 1372.4, "end": 1372.86, "word": " بقدر", "probability": 0.98974609375}, {"start": 1372.86, "end": 1373.46, "word": " أسأل", "probability": 0.9134521484375}, {"start": 1373.46, "end": 1374.3, "word": " للشخص", "probability": 0.86517333984375}, {"start": 1374.3, "end": 1374.68, "word": " سؤال", "probability": 0.8712565104166666}, {"start": 1374.68, "end": 1375.14, "word": " عليها", "probability": 0.990478515625}, {"start": 1375.14, "end": 1375.58, "word": " هل", "probability": 0.823974609375}, {"start": 1375.58, "end": 1375.9, "word": " شفت", "probability": 0.8074544270833334}, {"start": 1375.9, "end": 1376.98, "word": " كذا؟", "probability": 0.8385416666666666}, {"start": 1376.98, "end": 1377.32, "word": " فبيقول", "probability": 0.8968098958333334}, {"start": 1377.32, "end": 1377.54, "word": " أه", "probability": 0.60302734375}, {"start": 1377.54, "end": 1377.82, "word": " شفت", "probability": 0.9830729166666666}, {"start": 1377.82, "end": 1378.08, "word": " كذا", "probability": 0.990478515625}, {"start": 1378.08, "end": 1378.5, "word": " ب", "probability": 0.380859375}, {"start": 1378.5, "end": 1378.58, "word": " ..", "probability": 0.4072265625}, {"start": 1378.58, "end": 1379.04, "word": " بتعامل", "probability": 0.9215087890625}, {"start": 1379.04, "end": 1379.38, "word": " معاه", "probability": 0.870849609375}, {"start": 1379.38, "end": 1379.5, "word": " ال", "probability": 0.69970703125}, {"start": 1379.5, "end": 1379.66, "word": " neural", "probability": 0.84912109375}, {"start": 1379.66, "end": 1379.98, "word": " network", "probability": 0.9189453125}, {"start": 1379.98, "end": 1380.26, "word": " صارت", "probability": 0.9197591145833334}, {"start": 1380.26, "end": 1380.54, "word": " تقدر", "probability": 0.892578125}, {"start": 1380.54, "end": 1380.98, "word": " تتعامل", "probability": 0.98623046875}, {"start": 1380.98, "end": 1381.38, "word": " معانا", "probability": 0.96923828125}, {"start": 1381.38, "end": 1381.84, "word": " بشكل", "probability": 0.9933268229166666}, {"start": 1381.84, "end": 1382.76, "word": " سينوجين", "probability": 0.620361328125}, {"start": 1382.76, "end": 1383.66, "word": " زي", "probability": 0.918701171875}, {"start": 1383.66, "end": 1383.72, "word": " ما", "probability": 0.96142578125}, {"start": 1383.72, "end": 1384.38, "word": " بيقولوا", "probability": 0.8919677734375}, {"start": 1384.38, "end": 1385.56, "word": " سؤال", "probability": 0.8409830729166666}, {"start": 1385.56, "end": 1385.64, "word": " و", "probability": 0.96533203125}, {"start": 1385.64, "end": 1386.28, "word": " إجابة", "probability": 0.9713134765625}, {"start": 1386.28, "end": 1386.8, "word": " بمعنى", "probability": 0.9138671875}, {"start": 1386.8, "end": 1387.4, "word": " أنه", "probability": 0.559326171875}, {"start": 1387.4, "end": 1387.88, "word": " wings", "probability": 0.642578125}], "temperature": 1.0}, {"id": 63, "seek": 140755, "start": 1388.81, "end": 1407.55, "text": "هذه بيقوللي إذا plus one معناته إله جناح أو إله أجنحة wings إذا zero معناته بعرفش إذا minus one معناته لأ مالوش أجنحة، تمام؟ معرفة هي أنا معطيل قيمة و أنا عارف إيش تمثل، معرف تماما إيش تمثل، طيب tail اللي هو الديل", "tokens": [3224, 24192, 4724, 1829, 39648, 20292, 11933, 15730, 1804, 472, 20449, 8315, 47395, 11933, 43761, 10874, 8315, 5016, 34051, 11933, 43761, 5551, 7435, 1863, 5016, 3660, 11405, 11933, 15730, 4018, 20449, 8315, 47395, 45030, 28480, 8592, 11933, 15730, 3175, 472, 20449, 8315, 47395, 5296, 10721, 3714, 6027, 2407, 8592, 5551, 7435, 1863, 5016, 3660, 12399, 46811, 10943, 22807, 20449, 28480, 3660, 39896, 41850, 20449, 9566, 26895, 12174, 32640, 3660, 4032, 41850, 6225, 9640, 5172, 11933, 1829, 8592, 46811, 12984, 1211, 12399, 20449, 28480, 46811, 10943, 995, 11933, 1829, 8592, 46811, 12984, 1211, 12399, 23032, 1829, 3555, 6838, 13672, 1829, 31439, 32748, 26895], "avg_logprob": -0.19114078190720196, "compression_ratio": 1.816326530612245, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1388.81, "end": 1389.13, "word": "هذه", "probability": 0.567626953125}, {"start": 1389.13, "end": 1389.87, "word": " بيقوللي", "probability": 0.76800537109375}, {"start": 1389.87, "end": 1390.25, "word": " إذا", "probability": 0.80224609375}, {"start": 1390.25, "end": 1390.57, "word": " plus", "probability": 0.78515625}, {"start": 1390.57, "end": 1390.85, "word": " one", "probability": 0.83935546875}, {"start": 1390.85, "end": 1391.25, "word": " معناته", "probability": 0.8684895833333334}, {"start": 1391.25, "end": 1391.41, "word": " إله", "probability": 0.5469970703125}, {"start": 1391.41, "end": 1391.89, "word": " جناح", "probability": 0.94580078125}, {"start": 1391.89, "end": 1392.51, "word": " أو", "probability": 0.7822265625}, {"start": 1392.51, "end": 1392.75, "word": " إله", "probability": 0.78466796875}, {"start": 1392.75, "end": 1393.17, "word": " أجنحة", "probability": 0.9548828125}, {"start": 1393.17, "end": 1393.57, "word": " wings", "probability": 0.67236328125}, {"start": 1393.57, "end": 1394.37, "word": " إذا", "probability": 0.923828125}, {"start": 1394.37, "end": 1395.33, "word": " zero", "probability": 0.6240234375}, {"start": 1395.33, "end": 1395.73, "word": " معناته", "probability": 0.9786783854166666}, {"start": 1395.73, "end": 1396.19, "word": " بعرفش", "probability": 0.85888671875}, {"start": 1396.19, "end": 1396.61, "word": " إذا", "probability": 0.855712890625}, {"start": 1396.61, "end": 1396.89, "word": " minus", "probability": 0.93115234375}, {"start": 1396.89, "end": 1397.09, "word": " one", "probability": 0.93115234375}, {"start": 1397.09, "end": 1397.39, "word": " معناته", "probability": 0.9480794270833334}, {"start": 1397.39, "end": 1397.61, "word": " لأ", "probability": 0.94775390625}, {"start": 1397.61, "end": 1397.95, "word": " مالوش", "probability": 0.8902587890625}, {"start": 1397.95, "end": 1398.81, "word": " أجنحة،", "probability": 0.8623453776041666}, {"start": 1398.81, "end": 1399.97, "word": " تمام؟", "probability": 0.8400065104166666}, {"start": 1399.97, "end": 1400.47, "word": " معرفة", "probability": 0.85302734375}, {"start": 1400.47, "end": 1400.63, "word": " هي", "probability": 0.93017578125}, {"start": 1400.63, "end": 1401.27, "word": " أنا", "probability": 0.78955078125}, {"start": 1401.27, "end": 1401.89, "word": " معطيل", "probability": 0.5498453776041666}, {"start": 1401.89, "end": 1402.23, "word": " قيمة", "probability": 0.9915364583333334}, {"start": 1402.23, "end": 1402.31, "word": " و", "probability": 0.93896484375}, {"start": 1402.31, "end": 1402.41, "word": " أنا", "probability": 0.724609375}, {"start": 1402.41, "end": 1402.69, "word": " عارف", "probability": 0.9944661458333334}, {"start": 1402.69, "end": 1402.87, "word": " إيش", "probability": 0.89111328125}, {"start": 1402.87, "end": 1403.67, "word": " تمثل،", "probability": 0.948974609375}, {"start": 1403.67, "end": 1403.97, "word": " معرف", "probability": 0.68310546875}, {"start": 1403.97, "end": 1404.45, "word": " تماما", "probability": 0.97998046875}, {"start": 1404.45, "end": 1404.57, "word": " إيش", "probability": 0.9847005208333334}, {"start": 1404.57, "end": 1405.29, "word": " تمثل،", "probability": 0.85418701171875}, {"start": 1405.29, "end": 1405.57, "word": " طيب", "probability": 0.9664713541666666}, {"start": 1405.57, "end": 1406.15, "word": " tail", "probability": 0.77587890625}, {"start": 1406.15, "end": 1406.81, "word": " اللي", "probability": 0.963623046875}, {"start": 1406.81, "end": 1407.01, "word": " هو", "probability": 0.9912109375}, {"start": 1407.01, "end": 1407.55, "word": " الديل", "probability": 0.4349365234375}], "temperature": 1.0}, {"id": 64, "seek": 143351, "start": 1408.17, "end": 1433.51, "text": "هل ال object اللي شفناه أو خلّيني أقول مركّب كاميرا و اللي قدامها أخدت منها معلومة أنه و الله مركّب ده و لا مش ركّب ده Zero معناته أنا مش عارف، مابينش، خلّيني أقول هذه مدام صفر، احنا طبعا هنا فرضيا حاطين قيم، للمثال Peak، ال Peak هذه غير ال Peak بتاعة ال P، غير ال P بهذا الشكل", "tokens": [3224, 1211, 2423, 2657, 13672, 1829, 13412, 5172, 8315, 3224, 34051, 16490, 1211, 11703, 9957, 1829, 5551, 39648, 3714, 31747, 11703, 3555, 9122, 10943, 13546, 995, 4032, 13672, 1829, 12174, 3215, 10943, 11296, 5551, 9778, 3215, 2655, 9154, 11296, 20449, 1211, 20498, 3660, 14739, 3224, 4032, 21984, 3714, 31747, 11703, 3555, 11778, 3224, 4032, 20193, 37893, 12602, 4117, 11703, 3555, 11778, 3224, 17182, 20449, 8315, 47395, 41850, 37893, 6225, 9640, 5172, 12399, 19446, 3555, 9957, 8592, 12399, 16490, 1211, 11703, 9957, 1829, 5551, 39648, 29538, 3714, 3215, 10943, 20328, 5172, 2288, 12399, 1975, 5016, 8315, 23032, 3555, 3615, 995, 34105, 6156, 43042, 25528, 11331, 41193, 9957, 12174, 32640, 12399, 5296, 19528, 12984, 6027, 43604, 12399, 2423, 43604, 29538, 32771, 13546, 2423, 43604, 39894, 995, 27884, 2423, 430, 12399, 32771, 13546, 2423, 430, 39627, 15730, 25124, 28820], "avg_logprob": -0.1773494534248853, "compression_ratio": 1.9109311740890689, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1408.17, "end": 1408.43, "word": "هل", "probability": 0.978515625}, {"start": 1408.43, "end": 1408.53, "word": " ال", "probability": 0.97216796875}, {"start": 1408.53, "end": 1408.85, "word": " object", "probability": 0.953125}, {"start": 1408.85, "end": 1409.17, "word": " اللي", "probability": 0.893310546875}, {"start": 1409.17, "end": 1410.21, "word": " شفناه", "probability": 0.9605712890625}, {"start": 1410.21, "end": 1410.51, "word": " أو", "probability": 0.634765625}, {"start": 1410.51, "end": 1410.83, "word": " خلّيني", "probability": 0.8236328125}, {"start": 1410.83, "end": 1410.99, "word": " أقول", "probability": 0.89208984375}, {"start": 1410.99, "end": 1411.41, "word": " مركّب", "probability": 0.902099609375}, {"start": 1411.41, "end": 1411.87, "word": " كاميرا", "probability": 0.951416015625}, {"start": 1411.87, "end": 1412.33, "word": " و", "probability": 0.5849609375}, {"start": 1412.33, "end": 1412.55, "word": " اللي", "probability": 0.8173828125}, {"start": 1412.55, "end": 1413.27, "word": " قدامها", "probability": 0.88720703125}, {"start": 1413.27, "end": 1413.69, "word": " أخدت", "probability": 0.9779052734375}, {"start": 1413.69, "end": 1413.87, "word": " منها", "probability": 0.985107421875}, {"start": 1413.87, "end": 1414.25, "word": " معلومة", "probability": 0.989501953125}, {"start": 1414.25, "end": 1414.47, "word": " أنه", "probability": 0.69189453125}, {"start": 1414.47, "end": 1414.51, "word": " و", "probability": 0.381591796875}, {"start": 1414.51, "end": 1414.61, "word": " الله", "probability": 0.935546875}, {"start": 1414.61, "end": 1415.05, "word": " مركّب", "probability": 0.9619140625}, {"start": 1415.05, "end": 1415.15, "word": " ده", "probability": 0.74365234375}, {"start": 1415.15, "end": 1415.23, "word": " و", "probability": 0.3525390625}, {"start": 1415.23, "end": 1415.27, "word": " لا", "probability": 0.9677734375}, {"start": 1415.27, "end": 1415.39, "word": " مش", "probability": 0.951171875}, {"start": 1415.39, "end": 1415.67, "word": " ركّب", "probability": 0.912109375}, {"start": 1415.67, "end": 1415.81, "word": " ده", "probability": 0.939453125}, {"start": 1415.81, "end": 1416.83, "word": " Zero", "probability": 0.21484375}, {"start": 1416.83, "end": 1417.33, "word": " معناته", "probability": 0.7618001302083334}, {"start": 1417.33, "end": 1417.43, "word": " أنا", "probability": 0.50390625}, {"start": 1417.43, "end": 1417.57, "word": " مش", "probability": 0.98046875}, {"start": 1417.57, "end": 1418.33, "word": " عارف،", "probability": 0.8704833984375}, {"start": 1418.33, "end": 1419.71, "word": " مابينش،", "probability": 0.7462890625}, {"start": 1419.71, "end": 1420.05, "word": " خلّيني", "probability": 0.9525390625}, {"start": 1420.05, "end": 1420.29, "word": " أقول", "probability": 0.8193359375}, {"start": 1420.29, "end": 1420.45, "word": " هذه", "probability": 0.2171630859375}, {"start": 1420.45, "end": 1420.69, "word": " مدام", "probability": 0.9358723958333334}, {"start": 1420.69, "end": 1421.77, "word": " صفر،", "probability": 0.9102783203125}, {"start": 1421.77, "end": 1421.99, "word": " احنا", "probability": 0.87451171875}, {"start": 1421.99, "end": 1422.29, "word": " طبعا", "probability": 0.9434814453125}, {"start": 1422.29, "end": 1422.43, "word": " هنا", "probability": 0.94677734375}, {"start": 1422.43, "end": 1422.89, "word": " فرضيا", "probability": 0.96630859375}, {"start": 1422.89, "end": 1423.25, "word": " حاطين", "probability": 0.9060872395833334}, {"start": 1423.25, "end": 1424.15, "word": " قيم،", "probability": 0.7777506510416666}, {"start": 1424.15, "end": 1425.21, "word": " للمثال", "probability": 0.886962890625}, {"start": 1425.21, "end": 1427.07, "word": " Peak،", "probability": 0.427001953125}, {"start": 1427.07, "end": 1427.21, "word": " ال", "probability": 0.97216796875}, {"start": 1427.21, "end": 1427.43, "word": " Peak", "probability": 0.78466796875}, {"start": 1427.43, "end": 1427.81, "word": " هذه", "probability": 0.50244140625}, {"start": 1427.81, "end": 1428.53, "word": " غير", "probability": 0.908935546875}, {"start": 1428.53, "end": 1428.83, "word": " ال", "probability": 0.94482421875}, {"start": 1428.83, "end": 1429.15, "word": " Peak", "probability": 0.80029296875}, {"start": 1429.15, "end": 1429.69, "word": " بتاعة", "probability": 0.81982421875}, {"start": 1429.69, "end": 1430.05, "word": " ال", "probability": 0.95263671875}, {"start": 1430.05, "end": 1431.03, "word": " P،", "probability": 0.8564453125}, {"start": 1431.03, "end": 1431.71, "word": " غير", "probability": 0.98583984375}, {"start": 1431.71, "end": 1431.87, "word": " ال", "probability": 0.96142578125}, {"start": 1431.87, "end": 1432.13, "word": " P", "probability": 0.99072265625}, {"start": 1432.13, "end": 1433.15, "word": " بهذا", "probability": 0.962646484375}, {"start": 1433.15, "end": 1433.51, "word": " الشكل", "probability": 0.99169921875}], "temperature": 1.0}, {"id": 65, "seek": 145647, "start": 1435.13, "end": 1456.47, "text": "الـ Peak هذي اللي احنا قلناه اللي كنا نسميها ال Peak القمة .. القمة .. هذه معناها منقار .. هذه معناها المنقار .. تمام .. هل يوجد له منقار و لا مش منقار .. طبعا هنا مدام المثال يعطاني plus واحد يعني كأنه ايش بيقول اه شفت منجاره .. شفت منجار .. تمام .. هاي و أخد المعلومة مني", "tokens": [6027, 39184, 43604, 8032, 8848, 1829, 13672, 1829, 1975, 5016, 8315, 12174, 1211, 8315, 3224, 13672, 1829, 9122, 8315, 8717, 38251, 1829, 11296, 2423, 43604, 25062, 46007, 4386, 25062, 46007, 4386, 29538, 20449, 8315, 11296, 9154, 4587, 9640, 4386, 29538, 20449, 8315, 11296, 9673, 1863, 4587, 9640, 4386, 46811, 10943, 4386, 8032, 1211, 7251, 29245, 3215, 46740, 9154, 4587, 9640, 4032, 20193, 37893, 9154, 4587, 9640, 4386, 23032, 3555, 3615, 995, 34105, 3714, 3215, 10943, 9673, 12984, 6027, 37495, 9566, 7649, 1829, 1804, 36764, 24401, 37495, 22653, 9122, 33456, 3224, 1975, 1829, 8592, 4724, 1829, 39648, 1975, 3224, 13412, 5172, 2655, 9154, 7435, 9640, 3224, 4386, 13412, 5172, 2655, 9154, 7435, 9640, 4386, 46811, 10943, 4386, 8032, 47302, 4032, 5551, 9778, 3215, 9673, 30241, 20498, 3660, 9154, 1829], "avg_logprob": -0.24563953488372092, "compression_ratio": 2.0355555555555553, "no_speech_prob": 1.1324882507324219e-06, "words": [{"start": 1435.13, "end": 1435.43, "word": "الـ", "probability": 0.6356201171875}, {"start": 1435.43, "end": 1435.57, "word": " Peak", "probability": 0.6923828125}, {"start": 1435.57, "end": 1435.81, "word": " هذي", "probability": 0.4353841145833333}, {"start": 1435.81, "end": 1435.85, "word": " اللي", "probability": 0.954345703125}, {"start": 1435.85, "end": 1435.97, "word": " احنا", "probability": 0.8279622395833334}, {"start": 1435.97, "end": 1436.27, "word": " قلناه", "probability": 0.834716796875}, {"start": 1436.27, "end": 1436.35, "word": " اللي", "probability": 0.697265625}, {"start": 1436.35, "end": 1437.45, "word": " كنا", "probability": 0.58233642578125}, {"start": 1437.45, "end": 1437.95, "word": " نسميها", "probability": 0.9578857421875}, {"start": 1437.95, "end": 1438.29, "word": " ال", "probability": 0.6640625}, {"start": 1438.29, "end": 1438.45, "word": " Peak", "probability": 0.57763671875}, {"start": 1438.45, "end": 1438.93, "word": " القمة", "probability": 0.908447265625}, {"start": 1438.93, "end": 1439.07, "word": " ..", "probability": 0.2132568359375}, {"start": 1439.07, "end": 1440.13, "word": " القمة", "probability": 0.70947265625}, {"start": 1440.13, "end": 1440.35, "word": " ..", "probability": 0.366455078125}, {"start": 1440.35, "end": 1440.53, "word": " هذه", "probability": 0.54296875}, {"start": 1440.53, "end": 1440.93, "word": " معناها", "probability": 0.9615885416666666}, {"start": 1440.93, "end": 1441.49, "word": " منقار", "probability": 0.7594401041666666}, {"start": 1441.49, "end": 1442.25, "word": " ..", "probability": 0.62841796875}, {"start": 1442.25, "end": 1442.73, "word": " هذه", "probability": 0.69189453125}, {"start": 1442.73, "end": 1443.13, "word": " معناها", "probability": 0.9773763020833334}, {"start": 1443.13, "end": 1443.83, "word": " المنقار", "probability": 0.9852294921875}, {"start": 1443.83, "end": 1444.19, "word": " ..", "probability": 0.75390625}, {"start": 1444.19, "end": 1444.51, "word": " تمام", "probability": 0.942626953125}, {"start": 1444.51, "end": 1445.19, "word": " ..", "probability": 0.5146484375}, {"start": 1445.19, "end": 1445.53, "word": " هل", "probability": 0.93994140625}, {"start": 1445.53, "end": 1445.99, "word": " يوجد", "probability": 0.9892578125}, {"start": 1445.99, "end": 1446.13, "word": " له", "probability": 0.75390625}, {"start": 1446.13, "end": 1446.49, "word": " منقار", "probability": 0.9934895833333334}, {"start": 1446.49, "end": 1446.55, "word": " و", "probability": 0.64013671875}, {"start": 1446.55, "end": 1446.61, "word": " لا", "probability": 0.939453125}, {"start": 1446.61, "end": 1446.79, "word": " مش", "probability": 0.1861572265625}, {"start": 1446.79, "end": 1447.13, "word": " منقار", "probability": 0.96630859375}, {"start": 1447.13, "end": 1447.19, "word": " ..", "probability": 0.319091796875}, {"start": 1447.19, "end": 1447.39, "word": " طبعا", "probability": 0.9534912109375}, {"start": 1447.39, "end": 1447.57, "word": " هنا", "probability": 0.80322265625}, {"start": 1447.57, "end": 1448.27, "word": " مدام", "probability": 0.8474934895833334}, {"start": 1448.27, "end": 1448.85, "word": " المثال", "probability": 0.9747721354166666}, {"start": 1448.85, "end": 1449.23, "word": " يعطاني", "probability": 0.83538818359375}, {"start": 1449.23, "end": 1449.49, "word": " plus", "probability": 0.51904296875}, {"start": 1449.49, "end": 1449.85, "word": " واحد", "probability": 0.745849609375}, {"start": 1449.85, "end": 1450.09, "word": " يعني", "probability": 0.9345703125}, {"start": 1450.09, "end": 1450.47, "word": " كأنه", "probability": 0.8904622395833334}, {"start": 1450.47, "end": 1450.59, "word": " ايش", "probability": 0.710205078125}, {"start": 1450.59, "end": 1450.91, "word": " بيقول", "probability": 0.9607747395833334}, {"start": 1450.91, "end": 1451.39, "word": " اه", "probability": 0.716552734375}, {"start": 1451.39, "end": 1451.67, "word": " شفت", "probability": 0.779052734375}, {"start": 1451.67, "end": 1452.63, "word": " منجاره", "probability": 0.884521484375}, {"start": 1452.63, "end": 1453.35, "word": " ..", "probability": 0.94677734375}, {"start": 1453.35, "end": 1453.67, "word": " شفت", "probability": 0.8772786458333334}, {"start": 1453.67, "end": 1454.07, "word": " منجار", "probability": 0.9934895833333334}, {"start": 1454.07, "end": 1454.51, "word": " ..", "probability": 0.94384765625}, {"start": 1454.51, "end": 1454.91, "word": " تمام", "probability": 0.98974609375}, {"start": 1454.91, "end": 1455.29, "word": " ..", "probability": 0.83642578125}, {"start": 1455.29, "end": 1455.43, "word": " هاي", "probability": 0.532958984375}, {"start": 1455.43, "end": 1455.53, "word": " و", "probability": 0.389892578125}, {"start": 1455.53, "end": 1455.77, "word": " أخد", "probability": 0.8660481770833334}, {"start": 1455.77, "end": 1456.17, "word": " المعلومة", "probability": 0.9754638671875}, {"start": 1456.17, "end": 1456.47, "word": " مني", "probability": 0.928955078125}], "temperature": 1.0}, {"id": 66, "seek": 148327, "start": 1457.27, "end": 1483.27, "text": "represented بشكل منطق جدا و يتفق معانا ك .. ك .. كبشر نتكلم مع بعض تمام feathers ال feathers الحقيقة اللي هي الريش اللي هي ريش plus one برضه هفترض ان انا قلتله اه والله كان فيه ريش ليش لأن والله شفت فعلا وجعت منه ريشة مثلا for example طيب engine هل كان له motor minus one لأ مالوش motor", "tokens": [38293, 4724, 8592, 28820, 9154, 9566, 4587, 10874, 28259, 4032, 7251, 2655, 5172, 4587, 20449, 7649, 995, 9122, 4386, 9122, 4386, 9122, 3555, 46309, 8717, 2655, 4117, 19528, 20449, 45030, 11242, 46811, 10943, 27044, 2423, 27044, 21542, 38436, 28671, 13672, 1829, 39896, 2423, 16572, 8592, 13672, 1829, 39896, 12602, 1829, 8592, 1804, 472, 4724, 43042, 3224, 8032, 5172, 2655, 43042, 16472, 1975, 8315, 12174, 1211, 2655, 43761, 1975, 3224, 16070, 43761, 25961, 8978, 3224, 12602, 1829, 8592, 32239, 8592, 5296, 33456, 16070, 43761, 13412, 5172, 2655, 6156, 3615, 15040, 49610, 34268, 9154, 3224, 12602, 1829, 8592, 3660, 50113, 15040, 337, 1365, 23032, 1829, 3555, 2848, 8032, 1211, 25961, 46740, 5932, 3175, 472, 5296, 10721, 3714, 6027, 2407, 8592, 5932], "avg_logprob": -0.15247395386298498, "compression_ratio": 1.7569721115537849, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 1457.27, "end": 1457.87, "word": "represented", "probability": 0.49560546875}, {"start": 1457.87, "end": 1458.67, "word": " بشكل", "probability": 0.98681640625}, {"start": 1458.67, "end": 1459.31, "word": " منطق", "probability": 0.8512369791666666}, {"start": 1459.31, "end": 1459.75, "word": " جدا", "probability": 0.991943359375}, {"start": 1459.75, "end": 1460.01, "word": " و", "probability": 0.92138671875}, {"start": 1460.01, "end": 1460.59, "word": " يتفق", "probability": 0.8662109375}, {"start": 1460.59, "end": 1461.05, "word": " معانا", "probability": 0.900390625}, {"start": 1461.05, "end": 1461.19, "word": " ك", "probability": 0.9833984375}, {"start": 1461.19, "end": 1461.39, "word": " ..", "probability": 0.2138671875}, {"start": 1461.39, "end": 1461.81, "word": " ك", "probability": 0.97314453125}, {"start": 1461.81, "end": 1461.83, "word": " ..", "probability": 0.66552734375}, {"start": 1461.83, "end": 1462.23, "word": " كبشر", "probability": 0.9254557291666666}, {"start": 1462.23, "end": 1462.61, "word": " نتكلم", "probability": 0.9796142578125}, {"start": 1462.61, "end": 1462.77, "word": " مع", "probability": 0.99560546875}, {"start": 1462.77, "end": 1463.07, "word": " بعض", "probability": 0.998046875}, {"start": 1463.07, "end": 1463.85, "word": " تمام", "probability": 0.941650390625}, {"start": 1463.85, "end": 1464.89, "word": " feathers", "probability": 0.73291015625}, {"start": 1464.89, "end": 1465.29, "word": " ال", "probability": 0.568359375}, {"start": 1465.29, "end": 1465.59, "word": " feathers", "probability": 0.53076171875}, {"start": 1465.59, "end": 1466.39, "word": " الحقيقة", "probability": 0.9869791666666666}, {"start": 1466.39, "end": 1466.61, "word": " اللي", "probability": 0.931884765625}, {"start": 1466.61, "end": 1466.79, "word": " هي", "probability": 0.919921875}, {"start": 1466.79, "end": 1467.33, "word": " الريش", "probability": 0.87744140625}, {"start": 1467.33, "end": 1468.39, "word": " اللي", "probability": 0.9130859375}, {"start": 1468.39, "end": 1468.63, "word": " هي", "probability": 0.93994140625}, {"start": 1468.63, "end": 1469.39, "word": " ريش", "probability": 0.8614908854166666}, {"start": 1469.39, "end": 1470.55, "word": " plus", "probability": 0.81884765625}, {"start": 1470.55, "end": 1471.17, "word": " one", "probability": 0.9208984375}, {"start": 1471.17, "end": 1471.67, "word": " برضه", "probability": 0.9593098958333334}, {"start": 1471.67, "end": 1472.01, "word": " هفترض", "probability": 0.944091796875}, {"start": 1472.01, "end": 1472.15, "word": " ان", "probability": 0.59619140625}, {"start": 1472.15, "end": 1472.35, "word": " انا", "probability": 0.88427734375}, {"start": 1472.35, "end": 1472.77, "word": " قلتله", "probability": 0.8651123046875}, {"start": 1472.77, "end": 1472.95, "word": " اه", "probability": 0.85986328125}, {"start": 1472.95, "end": 1473.13, "word": " والله", "probability": 0.82177734375}, {"start": 1473.13, "end": 1473.51, "word": " كان", "probability": 0.9541015625}, {"start": 1473.51, "end": 1473.75, "word": " فيه", "probability": 0.865966796875}, {"start": 1473.75, "end": 1473.99, "word": " ريش", "probability": 0.9921875}, {"start": 1473.99, "end": 1474.61, "word": " ليش", "probability": 0.934326171875}, {"start": 1474.61, "end": 1474.81, "word": " لأن", "probability": 0.6142578125}, {"start": 1474.81, "end": 1475.05, "word": " والله", "probability": 0.688720703125}, {"start": 1475.05, "end": 1475.39, "word": " شفت", "probability": 0.8699544270833334}, {"start": 1475.39, "end": 1475.61, "word": " فعلا", "probability": 0.86962890625}, {"start": 1475.61, "end": 1475.91, "word": " وجعت", "probability": 0.5050048828125}, {"start": 1475.91, "end": 1476.15, "word": " منه", "probability": 0.985595703125}, {"start": 1476.15, "end": 1476.51, "word": " ريشة", "probability": 0.9678955078125}, {"start": 1476.51, "end": 1477.03, "word": " مثلا", "probability": 0.991455078125}, {"start": 1477.03, "end": 1477.63, "word": " for", "probability": 0.876953125}, {"start": 1477.63, "end": 1478.03, "word": " example", "probability": 0.97265625}, {"start": 1478.03, "end": 1478.53, "word": " طيب", "probability": 0.9475911458333334}, {"start": 1478.53, "end": 1479.11, "word": " engine", "probability": 0.92041015625}, {"start": 1479.11, "end": 1480.11, "word": " هل", "probability": 0.831787109375}, {"start": 1480.11, "end": 1480.19, "word": " كان", "probability": 0.91650390625}, {"start": 1480.19, "end": 1480.29, "word": " له", "probability": 0.75}, {"start": 1480.29, "end": 1480.59, "word": " motor", "probability": 0.7666015625}, {"start": 1480.59, "end": 1482.05, "word": " minus", "probability": 0.83349609375}, {"start": 1482.05, "end": 1482.39, "word": " one", "probability": 0.9423828125}, {"start": 1482.39, "end": 1482.75, "word": " لأ", "probability": 0.944580078125}, {"start": 1482.75, "end": 1482.99, "word": " مالوش", "probability": 0.884521484375}, {"start": 1482.99, "end": 1483.27, "word": " motor", "probability": 0.6494140625}], "temperature": 1.0}, {"id": 67, "seek": 150454, "start": 1484.68, "end": 1504.54, "text": "مالوش ماتور ممكن الماتور يبين كأنه حاجة باين .. باين أنه ماتور أو على الأقل من صوته أو على الأقل من صوته بس في النهاية لاحظوا أهم شغلة تمثيل ال inputs ال inputs ممثلة بطريقة familiar معانا يعني احنا فاهمينها و عارفين إيش الموضوع تمام الآن", "tokens": [2304, 6027, 2407, 8592, 3714, 9307, 13063, 3714, 43020, 9673, 9307, 13063, 7251, 3555, 9957, 9122, 33456, 3224, 11331, 26108, 3660, 4724, 995, 9957, 4386, 4724, 995, 9957, 14739, 3224, 3714, 9307, 13063, 34051, 15844, 16247, 4587, 1211, 9154, 20328, 35473, 3224, 34051, 15844, 16247, 4587, 1211, 9154, 20328, 35473, 3224, 4724, 3794, 8978, 28239, 11296, 10632, 20193, 5016, 19913, 14407, 5551, 16095, 13412, 17082, 37977, 46811, 12984, 26895, 2423, 15743, 2423, 15743, 3714, 2304, 12984, 37977, 4724, 9566, 16572, 28671, 4963, 20449, 7649, 995, 37495, 22653, 1975, 5016, 8315, 6156, 995, 16095, 9957, 11296, 4032, 6225, 9640, 5172, 9957, 11933, 1829, 8592, 9673, 2407, 11242, 45367, 46811, 10943, 6024, 48506], "avg_logprob": -0.15276228357106447, "compression_ratio": 1.8423423423423424, "no_speech_prob": 1.2516975402832031e-06, "words": [{"start": 1484.68, "end": 1485.16, "word": "مالوش", "probability": 0.8360595703125}, {"start": 1485.16, "end": 1485.62, "word": " ماتور", "probability": 0.7376302083333334}, {"start": 1485.62, "end": 1486.18, "word": " ممكن", "probability": 0.828369140625}, {"start": 1486.18, "end": 1486.58, "word": " الماتور", "probability": 0.6714680989583334}, {"start": 1486.58, "end": 1486.92, "word": " يبين", "probability": 0.9619140625}, {"start": 1486.92, "end": 1487.4, "word": " كأنه", "probability": 0.8653971354166666}, {"start": 1487.4, "end": 1487.86, "word": " حاجة", "probability": 0.9895833333333334}, {"start": 1487.86, "end": 1488.18, "word": " باين", "probability": 0.77685546875}, {"start": 1488.18, "end": 1488.2, "word": " ..", "probability": 0.2607421875}, {"start": 1488.2, "end": 1488.44, "word": " باين", "probability": 0.955078125}, {"start": 1488.44, "end": 1488.6, "word": " أنه", "probability": 0.66259765625}, {"start": 1488.6, "end": 1488.9, "word": " ماتور", "probability": 0.9664713541666666}, {"start": 1488.9, "end": 1489.1, "word": " أو", "probability": 0.888671875}, {"start": 1489.1, "end": 1489.28, "word": " على", "probability": 0.96044921875}, {"start": 1489.28, "end": 1489.58, "word": " الأقل", "probability": 0.91943359375}, {"start": 1489.58, "end": 1489.72, "word": " من", "probability": 0.9951171875}, {"start": 1489.72, "end": 1490.1, "word": " صوته", "probability": 0.9964192708333334}, {"start": 1490.1, "end": 1490.4, "word": " أو", "probability": 0.3076171875}, {"start": 1490.4, "end": 1490.52, "word": " على", "probability": 0.95166015625}, {"start": 1490.52, "end": 1490.76, "word": " الأقل", "probability": 0.9801432291666666}, {"start": 1490.76, "end": 1491.22, "word": " من", "probability": 0.99462890625}, {"start": 1491.22, "end": 1491.66, "word": " صوته", "probability": 0.9967447916666666}, {"start": 1491.66, "end": 1491.96, "word": " بس", "probability": 0.853271484375}, {"start": 1491.96, "end": 1492.06, "word": " في", "probability": 0.76123046875}, {"start": 1492.06, "end": 1492.52, "word": " النهاية", "probability": 0.9475911458333334}, {"start": 1492.52, "end": 1493.58, "word": " لاحظوا", "probability": 0.947021484375}, {"start": 1493.58, "end": 1494.16, "word": " أهم", "probability": 0.9462890625}, {"start": 1494.16, "end": 1494.52, "word": " شغلة", "probability": 0.84521484375}, {"start": 1494.52, "end": 1495.1, "word": " تمثيل", "probability": 0.9718424479166666}, {"start": 1495.1, "end": 1495.24, "word": " ال", "probability": 0.99169921875}, {"start": 1495.24, "end": 1495.6, "word": " inputs", "probability": 0.51611328125}, {"start": 1495.6, "end": 1496.52, "word": " ال", "probability": 0.91943359375}, {"start": 1496.52, "end": 1496.88, "word": " inputs", "probability": 0.8134765625}, {"start": 1496.88, "end": 1497.44, "word": " ممثلة", "probability": 0.939208984375}, {"start": 1497.44, "end": 1498.1, "word": " بطريقة", "probability": 0.9906005859375}, {"start": 1498.1, "end": 1500.44, "word": " familiar", "probability": 0.7890625}, {"start": 1500.44, "end": 1501.04, "word": " معانا", "probability": 0.9500325520833334}, {"start": 1501.04, "end": 1501.44, "word": " يعني", "probability": 0.8759765625}, {"start": 1501.44, "end": 1501.62, "word": " احنا", "probability": 0.8414713541666666}, {"start": 1501.62, "end": 1502.18, "word": " فاهمينها", "probability": 0.9802734375}, {"start": 1502.18, "end": 1502.26, "word": " و", "probability": 0.98583984375}, {"start": 1502.26, "end": 1502.54, "word": " عارفين", "probability": 0.88330078125}, {"start": 1502.54, "end": 1502.7, "word": " إيش", "probability": 0.8497721354166666}, {"start": 1502.7, "end": 1503.16, "word": " الموضوع", "probability": 0.9984130859375}, {"start": 1503.16, "end": 1503.84, "word": " تمام", "probability": 0.9716796875}, {"start": 1503.84, "end": 1504.54, "word": " الآن", "probability": 0.5732421875}], "temperature": 1.0}, {"id": 68, "seek": 153131, "start": 1505.45, "end": 1531.31, "text": "أهم شغله ان مجموعة ال input هذه هتنضرب في weights ال weights هذه هتروح لل rule واحد اتنين تلاتة ال rules هدولة هتقول ان ناتج ال rule ال consequent لل rule الأولى اذا كان ال rule الأولى تحققت معناته بقدر اقول ان هذا paired هذا paired ال rule التانية plain ال rule التالتة خاصة بالglitter خلينا نجرب", "tokens": [10721, 16095, 13412, 17082, 1211, 3224, 16472, 3714, 7435, 2304, 2407, 27884, 2423, 4846, 29538, 8032, 2655, 1863, 11242, 25513, 8978, 17443, 2423, 17443, 29538, 8032, 2655, 32887, 5016, 24976, 4978, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 2423, 4474, 8032, 3215, 12610, 3660, 8032, 2655, 39648, 16472, 8717, 9307, 7435, 2423, 4978, 2423, 7242, 317, 24976, 4978, 16247, 12610, 7578, 1975, 15730, 25961, 2423, 4978, 16247, 12610, 7578, 6055, 5016, 4587, 38149, 20449, 8315, 47395, 4724, 28543, 2288, 1975, 39648, 16472, 23758, 25699, 23758, 25699, 2423, 4978, 16712, 7649, 10632, 11121, 2423, 4978, 16712, 6027, 2655, 3660, 16490, 33546, 3660, 20666, 7191, 3904, 16490, 1211, 9957, 995, 8717, 7435, 25513], "avg_logprob": -0.2270380489204241, "compression_ratio": 1.876543209876543, "no_speech_prob": 0.0, "words": [{"start": 1505.45, "end": 1505.89, "word": "أهم", "probability": 0.8935546875}, {"start": 1505.89, "end": 1506.27, "word": " شغله", "probability": 0.5477294921875}, {"start": 1506.27, "end": 1506.39, "word": " ان", "probability": 0.552734375}, {"start": 1506.39, "end": 1506.73, "word": " مجموعة", "probability": 0.90810546875}, {"start": 1506.73, "end": 1506.85, "word": " ال", "probability": 0.94580078125}, {"start": 1506.85, "end": 1507.09, "word": " input", "probability": 0.404296875}, {"start": 1507.09, "end": 1507.59, "word": " هذه", "probability": 0.41552734375}, {"start": 1507.59, "end": 1508.67, "word": " هتنضرب", "probability": 0.77001953125}, {"start": 1508.67, "end": 1508.81, "word": " في", "probability": 0.92431640625}, {"start": 1508.81, "end": 1509.17, "word": " weights", "probability": 0.75830078125}, {"start": 1509.17, "end": 1509.53, "word": " ال", "probability": 0.689453125}, {"start": 1509.53, "end": 1509.81, "word": " weights", "probability": 0.76025390625}, {"start": 1509.81, "end": 1510.23, "word": " هذه", "probability": 0.7236328125}, {"start": 1510.23, "end": 1511.05, "word": " هتروح", "probability": 0.9647216796875}, {"start": 1511.05, "end": 1511.27, "word": " لل", "probability": 0.8896484375}, {"start": 1511.27, "end": 1511.55, "word": " rule", "probability": 0.6015625}, {"start": 1511.55, "end": 1511.95, "word": " واحد", "probability": 0.7186279296875}, {"start": 1511.95, "end": 1512.23, "word": " اتنين", "probability": 0.8367919921875}, {"start": 1512.23, "end": 1512.69, "word": " تلاتة", "probability": 0.8367919921875}, {"start": 1512.69, "end": 1513.05, "word": " ال", "probability": 0.9521484375}, {"start": 1513.05, "end": 1513.27, "word": " rules", "probability": 0.8271484375}, {"start": 1513.27, "end": 1513.85, "word": " هدولة", "probability": 0.74652099609375}, {"start": 1513.85, "end": 1514.45, "word": " هتقول", "probability": 0.943359375}, {"start": 1514.45, "end": 1514.65, "word": " ان", "probability": 0.8349609375}, {"start": 1514.65, "end": 1515.09, "word": " ناتج", "probability": 0.9016927083333334}, {"start": 1515.09, "end": 1515.25, "word": " ال", "probability": 0.98828125}, {"start": 1515.25, "end": 1515.53, "word": " rule", "probability": 0.93212890625}, {"start": 1515.53, "end": 1515.99, "word": " ال", "probability": 0.845703125}, {"start": 1515.99, "end": 1516.61, "word": " consequent", "probability": 0.682373046875}, {"start": 1516.61, "end": 1516.77, "word": " لل", "probability": 0.8349609375}, {"start": 1516.77, "end": 1516.97, "word": " rule", "probability": 0.91455078125}, {"start": 1516.97, "end": 1517.61, "word": " الأولى", "probability": 0.7755533854166666}, {"start": 1517.61, "end": 1518.15, "word": " اذا", "probability": 0.780517578125}, {"start": 1518.15, "end": 1518.49, "word": " كان", "probability": 0.97216796875}, {"start": 1518.49, "end": 1518.89, "word": " ال", "probability": 0.93896484375}, {"start": 1518.89, "end": 1519.03, "word": " rule", "probability": 0.96337890625}, {"start": 1519.03, "end": 1519.33, "word": " الأولى", "probability": 0.8929036458333334}, {"start": 1519.33, "end": 1519.99, "word": " تحققت", "probability": 0.9189453125}, {"start": 1519.99, "end": 1520.59, "word": " معناته", "probability": 0.9383138020833334}, {"start": 1520.59, "end": 1520.87, "word": " بقدر", "probability": 0.9449869791666666}, {"start": 1520.87, "end": 1520.99, "word": " اقول", "probability": 0.771728515625}, {"start": 1520.99, "end": 1521.07, "word": " ان", "probability": 0.798828125}, {"start": 1521.07, "end": 1521.25, "word": " هذا", "probability": 0.7197265625}, {"start": 1521.25, "end": 1521.57, "word": " paired", "probability": 0.4443359375}, {"start": 1521.57, "end": 1522.71, "word": " هذا", "probability": 0.4912109375}, {"start": 1522.71, "end": 1523.47, "word": " paired", "probability": 0.8564453125}, {"start": 1523.47, "end": 1524.01, "word": " ال", "probability": 0.953125}, {"start": 1524.01, "end": 1524.13, "word": " rule", "probability": 0.94580078125}, {"start": 1524.13, "end": 1524.67, "word": " التانية", "probability": 0.8756510416666666}, {"start": 1524.67, "end": 1525.13, "word": " plain", "probability": 0.463134765625}, {"start": 1525.13, "end": 1525.53, "word": " ال", "probability": 0.697265625}, {"start": 1525.53, "end": 1525.67, "word": " rule", "probability": 0.96142578125}, {"start": 1525.67, "end": 1526.69, "word": " التالتة", "probability": 0.9295654296875}, {"start": 1526.69, "end": 1527.49, "word": " خاصة", "probability": 0.93603515625}, {"start": 1527.49, "end": 1527.99, "word": " بالglitter", "probability": 0.7303059895833334}, {"start": 1527.99, "end": 1530.79, "word": " خلينا", "probability": 0.6553955078125}, {"start": 1530.79, "end": 1531.31, "word": " نجرب", "probability": 0.99072265625}], "temperature": 1.0}, {"id": 69, "seek": 153807, "start": 1532.57, "end": 1538.07, "text": "الدمج اللي احنا عملنا الحقيقة بين neural network و قاعدة بتدرب", "tokens": [6027, 40448, 7435, 13672, 1829, 1975, 5016, 8315, 6225, 42213, 8315, 21542, 38436, 28671, 49374, 18161, 3209, 4032, 12174, 995, 22488, 3660, 39894, 3215, 25513], "avg_logprob": -0.2043269288081389, "compression_ratio": 1.1222222222222222, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1532.57, "end": 1533.61, "word": "الدمج", "probability": 0.70556640625}, {"start": 1533.61, "end": 1533.75, "word": " اللي", "probability": 0.91162109375}, {"start": 1533.75, "end": 1533.95, "word": " احنا", "probability": 0.8942057291666666}, {"start": 1533.95, "end": 1534.37, "word": " عملنا", "probability": 0.9881184895833334}, {"start": 1534.37, "end": 1534.93, "word": " الحقيقة", "probability": 0.7998860677083334}, {"start": 1534.93, "end": 1535.51, "word": " بين", "probability": 0.90869140625}, {"start": 1535.51, "end": 1536.49, "word": " neural", "probability": 0.6259765625}, {"start": 1536.49, "end": 1537.09, "word": " network", "probability": 0.95751953125}, {"start": 1537.09, "end": 1537.27, "word": " و", "probability": 0.578125}, {"start": 1537.27, "end": 1537.47, "word": " قاعدة", "probability": 0.80816650390625}, {"start": 1537.47, "end": 1538.07, "word": " بتدرب", "probability": 0.9593098958333334}], "temperature": 1.0}, {"id": 70, "seek": 156630, "start": 1538.76, "end": 1566.3, "text": "قيم و ال rules و اللي جايان من مجرد expert او rule based expert system ال knowledge تحققت بشكل واضح لكن في نفس الوقت انا بدرب القيم هنا بنجرب القيم معناته انا اللي اعطيتها القيم الحقيقية انه مين ال .. او كيف ابني ال rule وهذه الوقت هنتكلم عنها جزئية كيف ابني ال rule مش محتاج ال human expert", "tokens": [4587, 32640, 4032, 2423, 4474, 4032, 13672, 1829, 10874, 47302, 7649, 9154, 3714, 7435, 2288, 3215, 5844, 1975, 2407, 4978, 2361, 5844, 1185, 2423, 3601, 6055, 5016, 4587, 38149, 4724, 8592, 28820, 4032, 46958, 5016, 44381, 8978, 8717, 36178, 2423, 30543, 2655, 1975, 8315, 47525, 25513, 25062, 32640, 34105, 44945, 7435, 25513, 25062, 32640, 20449, 8315, 47395, 1975, 8315, 13672, 1829, 1975, 3615, 9566, 36081, 11296, 25062, 32640, 21542, 38436, 4587, 10632, 16472, 3224, 3714, 9957, 2423, 4386, 1975, 2407, 9122, 33911, 48127, 22653, 2423, 4978, 37037, 24192, 2423, 30543, 2655, 8032, 29399, 4117, 19528, 18871, 11296, 10874, 11622, 19986, 10632, 9122, 33911, 48127, 22653, 2423, 4978, 37893, 3714, 33753, 26108, 2423, 1952, 5844], "avg_logprob": -0.17527173524317535, "compression_ratio": 1.8629032258064515, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 1538.76, "end": 1539.12, "word": "قيم", "probability": 0.5413818359375}, {"start": 1539.12, "end": 1539.68, "word": " و", "probability": 0.52978515625}, {"start": 1539.68, "end": 1540.24, "word": " ال", "probability": 0.85302734375}, {"start": 1540.24, "end": 1540.62, "word": " rules", "probability": 0.81201171875}, {"start": 1540.62, "end": 1541.1, "word": " و", "probability": 0.2176513671875}, {"start": 1541.1, "end": 1541.24, "word": " اللي", "probability": 0.873779296875}, {"start": 1541.24, "end": 1541.64, "word": " جايان", "probability": 0.8785807291666666}, {"start": 1541.64, "end": 1541.92, "word": " من", "probability": 0.8173828125}, {"start": 1541.92, "end": 1543.04, "word": " مجرد", "probability": 0.987548828125}, {"start": 1543.04, "end": 1543.76, "word": " expert", "probability": 0.8173828125}, {"start": 1543.76, "end": 1544.24, "word": " او", "probability": 0.776611328125}, {"start": 1544.24, "end": 1544.76, "word": " rule", "probability": 0.77880859375}, {"start": 1544.76, "end": 1545.1, "word": " based", "probability": 0.85791015625}, {"start": 1545.1, "end": 1545.44, "word": " expert", "probability": 0.734375}, {"start": 1545.44, "end": 1547.36, "word": " system", "probability": 0.97314453125}, {"start": 1547.36, "end": 1547.78, "word": " ال", "probability": 0.430419921875}, {"start": 1547.78, "end": 1548.06, "word": " knowledge", "probability": 0.91259765625}, {"start": 1548.06, "end": 1548.62, "word": " تحققت", "probability": 0.9058837890625}, {"start": 1548.62, "end": 1549.0, "word": " بشكل", "probability": 0.98583984375}, {"start": 1549.0, "end": 1549.4, "word": " واضح", "probability": 0.9685872395833334}, {"start": 1549.4, "end": 1550.0, "word": " لكن", "probability": 0.85498046875}, {"start": 1550.0, "end": 1550.16, "word": " في", "probability": 0.85693359375}, {"start": 1550.16, "end": 1550.3, "word": " نفس", "probability": 0.997314453125}, {"start": 1550.3, "end": 1550.64, "word": " الوقت", "probability": 0.98583984375}, {"start": 1550.64, "end": 1550.88, "word": " انا", "probability": 0.74267578125}, {"start": 1550.88, "end": 1551.76, "word": " بدرب", "probability": 0.963134765625}, {"start": 1551.76, "end": 1552.68, "word": " القيم", "probability": 0.951904296875}, {"start": 1552.68, "end": 1553.64, "word": " هنا", "probability": 0.1617431640625}, {"start": 1553.64, "end": 1554.04, "word": " بنجرب", "probability": 0.8352864583333334}, {"start": 1554.04, "end": 1554.44, "word": " القيم", "probability": 0.965576171875}, {"start": 1554.44, "end": 1554.98, "word": " معناته", "probability": 0.8505859375}, {"start": 1554.98, "end": 1555.16, "word": " انا", "probability": 0.873291015625}, {"start": 1555.16, "end": 1555.3, "word": " اللي", "probability": 0.9365234375}, {"start": 1555.3, "end": 1555.7, "word": " اعطيتها", "probability": 0.9146484375}, {"start": 1555.7, "end": 1556.48, "word": " القيم", "probability": 0.968994140625}, {"start": 1556.48, "end": 1557.1, "word": " الحقيقية", "probability": 0.98828125}, {"start": 1557.1, "end": 1557.44, "word": " انه", "probability": 0.6845703125}, {"start": 1557.44, "end": 1557.96, "word": " مين", "probability": 0.923828125}, {"start": 1557.96, "end": 1558.58, "word": " ال", "probability": 0.70263671875}, {"start": 1558.58, "end": 1558.8, "word": " ..", "probability": 0.487060546875}, {"start": 1558.8, "end": 1558.96, "word": " او", "probability": 0.9404296875}, {"start": 1558.96, "end": 1559.18, "word": " كيف", "probability": 0.98046875}, {"start": 1559.18, "end": 1559.58, "word": " ابني", "probability": 0.76025390625}, {"start": 1559.58, "end": 1559.82, "word": " ال", "probability": 0.98779296875}, {"start": 1559.82, "end": 1560.12, "word": " rule", "probability": 0.95361328125}, {"start": 1560.12, "end": 1560.58, "word": " وهذه", "probability": 0.5811767578125}, {"start": 1560.58, "end": 1560.78, "word": " الوقت", "probability": 0.7823893229166666}, {"start": 1560.78, "end": 1561.34, "word": " هنتكلم", "probability": 0.951416015625}, {"start": 1561.34, "end": 1561.78, "word": " عنها", "probability": 0.99267578125}, {"start": 1561.78, "end": 1562.38, "word": " جزئية", "probability": 0.8231201171875}, {"start": 1562.38, "end": 1562.58, "word": " كيف", "probability": 0.973388671875}, {"start": 1562.58, "end": 1562.92, "word": " ابني", "probability": 0.864501953125}, {"start": 1562.92, "end": 1563.18, "word": " ال", "probability": 0.99267578125}, {"start": 1563.18, "end": 1563.44, "word": " rule", "probability": 0.97314453125}, {"start": 1563.44, "end": 1563.84, "word": " مش", "probability": 0.95361328125}, {"start": 1563.84, "end": 1564.54, "word": " محتاج", "probability": 0.9954427083333334}, {"start": 1564.54, "end": 1565.4, "word": " ال", "probability": 0.95458984375}, {"start": 1565.4, "end": 1565.8, "word": " human", "probability": 0.9482421875}, {"start": 1565.8, "end": 1566.3, "word": " expert", "probability": 0.943359375}], "temperature": 1.0}, {"id": 71, "seek": 158842, "start": 1566.94, "end": 1588.42, "text": "تمام فخلّيني نبدأ بالمثال اللي هو ميعطينيه عشان اشوف مبدئيا شكل ال output ايش بده يطلع عندي فمبدئيا اعطانا plus one اعطاني zero اعطاني plus one plus one minus one فهذه هي التمثيل اللي بيبينها بمعنى ان هو له wings", "tokens": [39237, 10943, 6156, 9778, 1211, 11703, 9957, 1829, 8717, 44510, 10721, 20666, 2304, 12984, 6027, 13672, 1829, 31439, 3714, 1829, 3615, 9566, 9957, 1829, 3224, 6225, 8592, 7649, 1975, 8592, 38688, 3714, 44510, 19986, 25528, 13412, 28820, 2423, 5598, 1975, 1829, 8592, 47525, 3224, 7251, 9566, 1211, 3615, 18871, 16254, 6156, 2304, 44510, 19986, 25528, 1975, 3615, 9566, 7649, 995, 1804, 472, 1975, 3615, 9566, 7649, 1829, 4018, 1975, 3615, 9566, 7649, 1829, 1804, 472, 1804, 472, 3175, 472, 6156, 3224, 24192, 39896, 16712, 2304, 12984, 26895, 13672, 1829, 4724, 1829, 3555, 9957, 11296, 4724, 2304, 3615, 1863, 7578, 16472, 31439, 46740, 11405], "avg_logprob": -0.18284254277554843, "compression_ratio": 1.7309644670050761, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 1566.94, "end": 1567.3, "word": "تمام", "probability": 0.642333984375}, {"start": 1567.3, "end": 1568.44, "word": " فخلّيني", "probability": 0.8095703125}, {"start": 1568.44, "end": 1568.88, "word": " نبدأ", "probability": 0.780029296875}, {"start": 1568.88, "end": 1569.78, "word": " بالمثال", "probability": 0.962890625}, {"start": 1569.78, "end": 1569.9, "word": " اللي", "probability": 0.9501953125}, {"start": 1569.9, "end": 1570.02, "word": " هو", "probability": 0.89599609375}, {"start": 1570.02, "end": 1570.56, "word": " ميعطينيه", "probability": 0.6651262555803571}, {"start": 1570.56, "end": 1570.86, "word": " عشان", "probability": 0.935546875}, {"start": 1570.86, "end": 1571.12, "word": " اشوف", "probability": 0.8505859375}, {"start": 1571.12, "end": 1571.96, "word": " مبدئيا", "probability": 0.82080078125}, {"start": 1571.96, "end": 1572.4, "word": " شكل", "probability": 0.955078125}, {"start": 1572.4, "end": 1572.54, "word": " ال", "probability": 0.943359375}, {"start": 1572.54, "end": 1572.9, "word": " output", "probability": 0.962890625}, {"start": 1572.9, "end": 1573.18, "word": " ايش", "probability": 0.69775390625}, {"start": 1573.18, "end": 1573.36, "word": " بده", "probability": 0.686279296875}, {"start": 1573.36, "end": 1573.68, "word": " يطلع", "probability": 0.989501953125}, {"start": 1573.68, "end": 1573.94, "word": " عندي", "probability": 0.845703125}, {"start": 1573.94, "end": 1574.94, "word": " فمبدئيا", "probability": 0.9349609375}, {"start": 1574.94, "end": 1576.08, "word": " اعطانا", "probability": 0.95068359375}, {"start": 1576.08, "end": 1577.7, "word": " plus", "probability": 0.728515625}, {"start": 1577.7, "end": 1578.06, "word": " one", "probability": 0.8232421875}, {"start": 1578.06, "end": 1579.72, "word": " اعطاني", "probability": 0.96708984375}, {"start": 1579.72, "end": 1580.14, "word": " zero", "probability": 0.76513671875}, {"start": 1580.14, "end": 1581.1, "word": " اعطاني", "probability": 0.975}, {"start": 1581.1, "end": 1581.38, "word": " plus", "probability": 0.97021484375}, {"start": 1581.38, "end": 1581.7, "word": " one", "probability": 0.95849609375}, {"start": 1581.7, "end": 1582.62, "word": " plus", "probability": 0.79638671875}, {"start": 1582.62, "end": 1583.04, "word": " one", "probability": 0.9599609375}, {"start": 1583.04, "end": 1584.04, "word": " minus", "probability": 0.97998046875}, {"start": 1584.04, "end": 1584.34, "word": " one", "probability": 0.96044921875}, {"start": 1584.34, "end": 1584.72, "word": " فهذه", "probability": 0.9347330729166666}, {"start": 1584.72, "end": 1584.86, "word": " هي", "probability": 0.58984375}, {"start": 1584.86, "end": 1585.3, "word": " التمثيل", "probability": 0.915283203125}, {"start": 1585.3, "end": 1585.96, "word": " اللي", "probability": 0.80126953125}, {"start": 1585.96, "end": 1586.26, "word": " بيبينها", "probability": 0.64423828125}, {"start": 1586.26, "end": 1586.76, "word": " بمعنى", "probability": 0.95078125}, {"start": 1586.76, "end": 1586.92, "word": " ان", "probability": 0.794921875}, {"start": 1586.92, "end": 1587.26, "word": " هو", "probability": 0.8330078125}, {"start": 1587.26, "end": 1587.88, "word": " له", "probability": 0.55322265625}, {"start": 1587.88, "end": 1588.42, "word": " wings", "probability": 0.875}], "temperature": 1.0}, {"id": 72, "seek": 161159, "start": 1589.71, "end": 1611.59, "text": "الو beak، الو feathers، الو .. مالوش engine، واضح، مالوش engine، تمام فهذه هانيجي نبدأ نضربها بالنسبة لل rule الأولى، بالنسبة لمين؟ لل rule الأولى، عشان نضربها لل rule الأولى، هقول، هاي ال rule الأولى، هاي ال rule الأولى", "tokens": [6027, 2407, 48663, 12399, 2423, 2407, 27044, 12399, 2423, 2407, 4386, 3714, 6027, 2407, 8592, 2848, 12399, 4032, 46958, 5016, 12399, 3714, 6027, 2407, 8592, 2848, 12399, 46811, 10943, 6156, 3224, 24192, 8032, 7649, 1829, 7435, 1829, 8717, 44510, 10721, 8717, 11242, 25513, 11296, 20666, 1863, 35457, 3660, 24976, 4978, 16247, 12610, 7578, 12399, 20666, 1863, 35457, 3660, 32767, 9957, 22807, 24976, 4978, 16247, 12610, 7578, 12399, 6225, 8592, 7649, 8717, 11242, 25513, 11296, 24976, 4978, 16247, 12610, 7578, 12399, 8032, 39648, 12399, 8032, 47302, 2423, 4978, 16247, 12610, 7578, 12399, 8032, 47302, 2423, 4978, 16247, 12610, 7578], "avg_logprob": -0.1702967207841199, "compression_ratio": 2.1317365269461077, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1589.71, "end": 1590.11, "word": "الو", "probability": 0.6357421875}, {"start": 1590.11, "end": 1591.51, "word": " beak،", "probability": 0.4622802734375}, {"start": 1591.51, "end": 1591.95, "word": " الو", "probability": 0.877197265625}, {"start": 1591.95, "end": 1593.15, "word": " feathers،", "probability": 0.962158203125}, {"start": 1593.15, "end": 1593.51, "word": " الو", "probability": 0.9560546875}, {"start": 1593.51, "end": 1594.23, "word": " ..", "probability": 0.488037109375}, {"start": 1594.23, "end": 1595.23, "word": " مالوش", "probability": 0.84100341796875}, {"start": 1595.23, "end": 1596.43, "word": " engine،", "probability": 0.7392578125}, {"start": 1596.43, "end": 1596.87, "word": " واضح،", "probability": 0.84649658203125}, {"start": 1596.87, "end": 1597.19, "word": " مالوش", "probability": 0.932861328125}, {"start": 1597.19, "end": 1597.83, "word": " engine،", "probability": 0.865234375}, {"start": 1597.83, "end": 1598.17, "word": " تمام", "probability": 0.99365234375}, {"start": 1598.17, "end": 1599.11, "word": " فهذه", "probability": 0.7916666666666666}, {"start": 1599.11, "end": 1599.59, "word": " هانيجي", "probability": 0.680419921875}, {"start": 1599.59, "end": 1600.33, "word": " نبدأ", "probability": 0.9363606770833334}, {"start": 1600.33, "end": 1600.73, "word": " نضربها", "probability": 0.9940185546875}, {"start": 1600.73, "end": 1601.23, "word": " بالنسبة", "probability": 0.9921875}, {"start": 1601.23, "end": 1601.55, "word": " لل", "probability": 0.93017578125}, {"start": 1601.55, "end": 1601.85, "word": " rule", "probability": 0.277587890625}, {"start": 1601.85, "end": 1602.79, "word": " الأولى،", "probability": 0.8974609375}, {"start": 1602.79, "end": 1603.19, "word": " بالنسبة", "probability": 0.9947509765625}, {"start": 1603.19, "end": 1603.75, "word": " لمين؟", "probability": 0.773681640625}, {"start": 1603.75, "end": 1603.89, "word": " لل", "probability": 0.94384765625}, {"start": 1603.89, "end": 1604.17, "word": " rule", "probability": 0.9306640625}, {"start": 1604.17, "end": 1605.35, "word": " الأولى،", "probability": 0.897705078125}, {"start": 1605.35, "end": 1605.57, "word": " عشان", "probability": 0.9855143229166666}, {"start": 1605.57, "end": 1605.83, "word": " نضربها", "probability": 0.8992919921875}, {"start": 1605.83, "end": 1605.97, "word": " لل", "probability": 0.9287109375}, {"start": 1605.97, "end": 1606.17, "word": " rule", "probability": 0.97021484375}, {"start": 1606.17, "end": 1606.69, "word": " الأولى،", "probability": 0.9232177734375}, {"start": 1606.69, "end": 1607.21, "word": " هقول،", "probability": 0.76025390625}, {"start": 1607.21, "end": 1608.27, "word": " هاي", "probability": 0.697265625}, {"start": 1608.27, "end": 1608.37, "word": " ال", "probability": 0.97119140625}, {"start": 1608.37, "end": 1608.55, "word": " rule", "probability": 0.953125}, {"start": 1608.55, "end": 1609.63, "word": " الأولى،", "probability": 0.9764404296875}, {"start": 1609.63, "end": 1609.89, "word": " هاي", "probability": 0.922119140625}, {"start": 1609.89, "end": 1610.49, "word": " ال", "probability": 0.98046875}, {"start": 1610.49, "end": 1610.71, "word": " rule", "probability": 0.9765625}, {"start": 1610.71, "end": 1611.59, "word": " الأولى", "probability": 0.9886067708333334}], "temperature": 1.0}, {"id": 73, "seek": 164190, "start": 1612.46, "end": 1641.9, "text": "فبدنا ناخد link اتنين تلاتة اربعة خمسة نجمحهم للرول الأولى هقول plus one في minus 0.8 plus zero في minus 0.2 plus one في two point two plus one في two point eight plus minus one في minus one point one تمام هذه بدأت تتجمع هنا", "tokens": [5172, 44510, 8315, 8717, 47283, 3215, 2113, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 1975, 25513, 27884, 16490, 2304, 3794, 3660, 8717, 7435, 2304, 5016, 16095, 24976, 2288, 12610, 16247, 12610, 7578, 8032, 39648, 1804, 472, 8978, 3175, 1958, 13, 23, 1804, 4018, 8978, 3175, 1958, 13, 17, 1804, 472, 8978, 732, 935, 732, 1804, 472, 8978, 732, 935, 3180, 1804, 3175, 472, 8978, 3175, 472, 935, 472, 46811, 10943, 29538, 47525, 10721, 2655, 6055, 2655, 7435, 2304, 3615, 34105], "avg_logprob": -0.18540395778126834, "compression_ratio": 1.6777777777777778, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1612.46, "end": 1613.14, "word": "فبدنا", "probability": 0.7838541666666666}, {"start": 1613.14, "end": 1613.6, "word": " ناخد", "probability": 0.9791666666666666}, {"start": 1613.6, "end": 1614.34, "word": " link", "probability": 0.52490234375}, {"start": 1614.34, "end": 1614.72, "word": " اتنين", "probability": 0.8265380859375}, {"start": 1614.72, "end": 1615.16, "word": " تلاتة", "probability": 0.8748779296875}, {"start": 1615.16, "end": 1615.42, "word": " اربعة", "probability": 0.8310546875}, {"start": 1615.42, "end": 1615.88, "word": " خمسة", "probability": 0.95458984375}, {"start": 1615.88, "end": 1616.66, "word": " نجمحهم", "probability": 0.86201171875}, {"start": 1616.66, "end": 1616.98, "word": " للرول", "probability": 0.7493489583333334}, {"start": 1616.98, "end": 1617.32, "word": " الأولى", "probability": 0.7472330729166666}, {"start": 1617.32, "end": 1617.68, "word": " هقول", "probability": 0.67431640625}, {"start": 1617.68, "end": 1618.02, "word": " plus", "probability": 0.7802734375}, {"start": 1618.02, "end": 1618.46, "word": " one", "probability": 0.857421875}, {"start": 1618.46, "end": 1618.92, "word": " في", "probability": 0.94140625}, {"start": 1618.92, "end": 1619.4, "word": " minus", "probability": 0.95654296875}, {"start": 1619.4, "end": 1619.7, "word": " 0", "probability": 0.2086181640625}, {"start": 1619.7, "end": 1621.72, "word": ".8", "probability": 0.9716796875}, {"start": 1621.72, "end": 1623.2, "word": " plus", "probability": 0.83251953125}, {"start": 1623.2, "end": 1624.48, "word": " zero", "probability": 0.67041015625}, {"start": 1624.48, "end": 1625.06, "word": " في", "probability": 0.97998046875}, {"start": 1625.06, "end": 1625.4, "word": " minus", "probability": 0.93603515625}, {"start": 1625.4, "end": 1625.66, "word": " 0", "probability": 0.875}, {"start": 1625.66, "end": 1626.14, "word": ".2", "probability": 0.9921875}, {"start": 1626.14, "end": 1627.06, "word": " plus", "probability": 0.90380859375}, {"start": 1627.06, "end": 1628.34, "word": " one", "probability": 0.89697265625}, {"start": 1628.34, "end": 1629.0, "word": " في", "probability": 0.98486328125}, {"start": 1629.0, "end": 1629.32, "word": " two", "probability": 0.521484375}, {"start": 1629.32, "end": 1629.66, "word": " point", "probability": 0.95751953125}, {"start": 1629.66, "end": 1629.98, "word": " two", "probability": 0.923828125}, {"start": 1629.98, "end": 1630.78, "word": " plus", "probability": 0.9345703125}, {"start": 1630.78, "end": 1632.08, "word": " one", "probability": 0.94482421875}, {"start": 1632.08, "end": 1632.46, "word": " في", "probability": 0.9755859375}, {"start": 1632.46, "end": 1632.7, "word": " two", "probability": 0.85791015625}, {"start": 1632.7, "end": 1633.16, "word": " point", "probability": 0.9755859375}, {"start": 1633.16, "end": 1633.68, "word": " eight", "probability": 0.912109375}, {"start": 1633.68, "end": 1634.58, "word": " plus", "probability": 0.9609375}, {"start": 1634.58, "end": 1636.08, "word": " minus", "probability": 0.9580078125}, {"start": 1636.08, "end": 1636.48, "word": " one", "probability": 0.9443359375}, {"start": 1636.48, "end": 1636.96, "word": " في", "probability": 0.9912109375}, {"start": 1636.96, "end": 1637.34, "word": " minus", "probability": 0.98046875}, {"start": 1637.34, "end": 1637.66, "word": " one", "probability": 0.8349609375}, {"start": 1637.66, "end": 1638.26, "word": " point", "probability": 0.96875}, {"start": 1638.26, "end": 1639.02, "word": " one", "probability": 0.953125}, {"start": 1639.02, "end": 1639.92, "word": " تمام", "probability": 0.966552734375}, {"start": 1639.92, "end": 1641.1, "word": " هذه", "probability": 0.5107421875}, {"start": 1641.1, "end": 1641.36, "word": " بدأت", "probability": 0.8704427083333334}, {"start": 1641.36, "end": 1641.7, "word": " تتجمع", "probability": 0.79716796875}, {"start": 1641.7, "end": 1641.9, "word": " هنا", "probability": 0.98388671875}], "temperature": 1.0}, {"id": 74, "seek": 167148, "start": 1643.1, "end": 1671.48, "text": "فجمعناهم عشان نشوف قداش الناتج هيطلع لمين ل ال rule رقم واحد و احنا عاملين حسابنا هنا انه هل هي اكبر من صفر ولا اقل من صفر لان الصفر اللي هي ال noun قلنا الصفر معناته انه مش عارف فبدنا نشوف هل هي اكبر ولا اقل من كلمة مش عارف اجينا جمعنا وضربنا عملية الضرب اللي احنا اخدناها وجدنا ايش طلع عندى طلع عندى خمسة فاصلة تلاتة", "tokens": [5172, 7435, 2304, 3615, 8315, 16095, 6225, 8592, 7649, 8717, 8592, 38688, 12174, 3215, 33599, 2423, 8315, 2655, 7435, 39896, 9566, 1211, 3615, 32767, 9957, 5296, 2423, 4978, 12602, 4587, 2304, 36764, 24401, 4032, 1975, 5016, 8315, 6225, 10943, 1211, 9957, 11331, 3794, 16758, 8315, 34105, 16472, 3224, 8032, 1211, 39896, 1975, 4117, 26890, 9154, 20328, 5172, 2288, 49429, 1975, 4587, 1211, 9154, 20328, 5172, 2288, 5296, 7649, 31767, 5172, 2288, 13672, 1829, 39896, 2423, 23307, 12174, 1211, 8315, 31767, 5172, 2288, 20449, 8315, 47395, 16472, 3224, 37893, 6225, 9640, 5172, 6156, 44510, 8315, 8717, 8592, 38688, 8032, 1211, 39896, 1975, 4117, 26890, 49429, 1975, 4587, 1211, 9154, 9122, 19528, 3660, 37893, 6225, 9640, 5172, 1975, 7435, 1829, 8315, 10874, 2304, 3615, 8315, 4032, 11242, 25513, 8315, 6225, 42213, 10632, 6024, 114, 25513, 13672, 1829, 1975, 5016, 8315, 1975, 9778, 3215, 8315, 11296, 49610, 3215, 8315, 1975, 1829, 8592, 23032, 1211, 3615, 43242, 7578, 23032, 1211, 3615, 43242, 7578, 16490, 2304, 3794, 3660, 6156, 33546, 37977, 6055, 1211, 9307, 3660], "avg_logprob": -0.1387975151427308, "compression_ratio": 2.145038167938931, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 1643.1, "end": 1643.86, "word": "فجمعناهم", "probability": 0.89990234375}, {"start": 1643.86, "end": 1644.36, "word": " عشان", "probability": 0.9095052083333334}, {"start": 1644.36, "end": 1644.78, "word": " نشوف", "probability": 0.9772135416666666}, {"start": 1644.78, "end": 1645.66, "word": " قداش", "probability": 0.74267578125}, {"start": 1645.66, "end": 1646.78, "word": " الناتج", "probability": 0.85894775390625}, {"start": 1646.78, "end": 1647.46, "word": " هيطلع", "probability": 0.9119873046875}, {"start": 1647.46, "end": 1647.9, "word": " لمين", "probability": 0.860107421875}, {"start": 1647.9, "end": 1649.2, "word": " ل", "probability": 0.407470703125}, {"start": 1649.2, "end": 1650.18, "word": " ال", "probability": 0.393310546875}, {"start": 1650.18, "end": 1650.38, "word": " rule", "probability": 0.80029296875}, {"start": 1650.38, "end": 1650.88, "word": " رقم", "probability": 0.9737955729166666}, {"start": 1650.88, "end": 1651.36, "word": " واحد", "probability": 0.84228515625}, {"start": 1651.36, "end": 1651.5, "word": " و", "probability": 0.79345703125}, {"start": 1651.5, "end": 1651.64, "word": " احنا", "probability": 0.8478190104166666}, {"start": 1651.64, "end": 1651.92, "word": " عاملين", "probability": 0.908203125}, {"start": 1651.92, "end": 1652.4, "word": " حسابنا", "probability": 0.952392578125}, {"start": 1652.4, "end": 1652.66, "word": " هنا", "probability": 0.982421875}, {"start": 1652.66, "end": 1653.38, "word": " انه", "probability": 0.752197265625}, {"start": 1653.38, "end": 1653.68, "word": " هل", "probability": 0.959228515625}, {"start": 1653.68, "end": 1653.78, "word": " هي", "probability": 0.912109375}, {"start": 1653.78, "end": 1654.08, "word": " اكبر", "probability": 0.8728841145833334}, {"start": 1654.08, "end": 1654.26, "word": " من", "probability": 0.99462890625}, {"start": 1654.26, "end": 1654.48, "word": " صفر", "probability": 0.9523111979166666}, {"start": 1654.48, "end": 1654.64, "word": " ولا", "probability": 0.7255859375}, {"start": 1654.64, "end": 1654.94, "word": " اقل", "probability": 0.9754231770833334}, {"start": 1654.94, "end": 1655.08, "word": " من", "probability": 0.9912109375}, {"start": 1655.08, "end": 1655.38, "word": " صفر", "probability": 0.9853515625}, {"start": 1655.38, "end": 1655.84, "word": " لان", "probability": 0.764404296875}, {"start": 1655.84, "end": 1656.4, "word": " الصفر", "probability": 0.9103190104166666}, {"start": 1656.4, "end": 1656.5, "word": " اللي", "probability": 0.869140625}, {"start": 1656.5, "end": 1656.62, "word": " هي", "probability": 0.4990234375}, {"start": 1656.62, "end": 1656.72, "word": " ال", "probability": 0.6044921875}, {"start": 1656.72, "end": 1656.92, "word": " noun", "probability": 0.962890625}, {"start": 1656.92, "end": 1657.94, "word": " قلنا", "probability": 0.7119140625}, {"start": 1657.94, "end": 1658.3, "word": " الصفر", "probability": 0.8219401041666666}, {"start": 1658.3, "end": 1658.54, "word": " معناته", "probability": 0.7451171875}, {"start": 1658.54, "end": 1658.66, "word": " انه", "probability": 0.820068359375}, {"start": 1658.66, "end": 1658.76, "word": " مش", "probability": 0.92138671875}, {"start": 1658.76, "end": 1659.1, "word": " عارف", "probability": 0.9845377604166666}, {"start": 1659.1, "end": 1659.88, "word": " فبدنا", "probability": 0.9002278645833334}, {"start": 1659.88, "end": 1660.14, "word": " نشوف", "probability": 0.99365234375}, {"start": 1660.14, "end": 1660.34, "word": " هل", "probability": 0.963134765625}, {"start": 1660.34, "end": 1660.54, "word": " هي", "probability": 0.9638671875}, {"start": 1660.54, "end": 1661.26, "word": " اكبر", "probability": 0.9412434895833334}, {"start": 1661.26, "end": 1661.6, "word": " ولا", "probability": 0.8828125}, {"start": 1661.6, "end": 1662.08, "word": " اقل", "probability": 0.9861653645833334}, {"start": 1662.08, "end": 1662.52, "word": " من", "probability": 0.9951171875}, {"start": 1662.52, "end": 1662.9, "word": " كلمة", "probability": 0.96044921875}, {"start": 1662.9, "end": 1663.08, "word": " مش", "probability": 0.9794921875}, {"start": 1663.08, "end": 1663.5, "word": " عارف", "probability": 0.9827473958333334}, {"start": 1663.5, "end": 1664.14, "word": " اجينا", "probability": 0.83935546875}, {"start": 1664.14, "end": 1664.56, "word": " جمعنا", "probability": 0.99072265625}, {"start": 1664.56, "end": 1665.0, "word": " وضربنا", "probability": 0.86260986328125}, {"start": 1665.0, "end": 1665.38, "word": " عملية", "probability": 0.9845377604166666}, {"start": 1665.38, "end": 1665.72, "word": " الضرب", "probability": 0.9025065104166666}, {"start": 1665.72, "end": 1665.86, "word": " اللي", "probability": 0.97021484375}, {"start": 1665.86, "end": 1666.06, "word": " احنا", "probability": 0.9580078125}, {"start": 1666.06, "end": 1667.38, "word": " اخدناها", "probability": 0.8501953125}, {"start": 1667.38, "end": 1668.06, "word": " وجدنا", "probability": 0.8670247395833334}, {"start": 1668.06, "end": 1668.24, "word": " ايش", "probability": 0.8126627604166666}, {"start": 1668.24, "end": 1668.48, "word": " طلع", "probability": 0.9768880208333334}, {"start": 1668.48, "end": 1668.86, "word": " عندى", "probability": 0.598388671875}, {"start": 1668.86, "end": 1669.32, "word": " طلع", "probability": 0.86865234375}, {"start": 1669.32, "end": 1669.7, "word": " عندى", "probability": 0.863037109375}, {"start": 1669.7, "end": 1670.44, "word": " خمسة", "probability": 0.8638916015625}, {"start": 1670.44, "end": 1670.96, "word": " فاصلة", "probability": 0.9278971354166666}, {"start": 1670.96, "end": 1671.48, "word": " تلاتة", "probability": 0.9451904296875}], "temperature": 1.0}, {"id": 75, "seek": 169005, "start": 1671.91, "end": 1690.05, "text": "خمسة فصلة لو واضح جدا جدا جدا أنه أكبر من واحد يعني كأنه ال system هيقول ليه أن هذا paired تمام طب لنتشوف غيرها يمكن غيرها يعطيني برضه رقم عالي فمعنا ذلك أفهم أنه لأ هذه محتاجة تدريب أكتر من هيك غيرها اللي هو ال rule رقم اتنين اللي خاصة بال plane الشيك", "tokens": [9778, 2304, 3794, 3660, 6156, 36520, 3660, 45164, 4032, 46958, 5016, 10874, 28259, 10874, 28259, 10874, 28259, 14739, 3224, 5551, 4117, 26890, 9154, 36764, 24401, 37495, 22653, 9122, 33456, 3224, 2423, 1185, 39896, 39648, 32239, 3224, 14739, 23758, 25699, 46811, 10943, 23032, 3555, 5296, 29399, 8592, 38688, 32771, 13546, 11296, 7251, 43020, 32771, 13546, 11296, 37495, 9566, 9957, 1829, 4724, 43042, 3224, 12602, 4587, 2304, 6225, 6027, 1829, 6156, 2304, 3615, 8315, 29910, 23275, 5551, 5172, 16095, 14739, 3224, 5296, 10721, 29538, 3714, 33753, 26108, 3660, 6055, 3215, 16572, 3555, 5551, 4117, 2655, 2288, 9154, 39896, 4117, 32771, 13546, 11296, 13672, 1829, 31439, 2423, 4978, 12602, 4587, 2304, 1975, 2655, 1863, 9957, 13672, 1829, 16490, 33546, 3660, 20666, 5720, 25124, 1829, 4117], "avg_logprob": -0.183816057637455, "compression_ratio": 1.7449392712550607, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1671.91, "end": 1672.29, "word": "خمسة", "probability": 0.71746826171875}, {"start": 1672.29, "end": 1672.59, "word": " فصلة", "probability": 0.7679036458333334}, {"start": 1672.59, "end": 1672.71, "word": " لو", "probability": 0.55859375}, {"start": 1672.71, "end": 1673.07, "word": " واضح", "probability": 0.84912109375}, {"start": 1673.07, "end": 1673.49, "word": " جدا", "probability": 0.971435546875}, {"start": 1673.49, "end": 1673.85, "word": " جدا", "probability": 0.92333984375}, {"start": 1673.85, "end": 1674.11, "word": " جدا", "probability": 0.921875}, {"start": 1674.11, "end": 1674.25, "word": " أنه", "probability": 0.412109375}, {"start": 1674.25, "end": 1674.55, "word": " أكبر", "probability": 0.8372395833333334}, {"start": 1674.55, "end": 1674.69, "word": " من", "probability": 0.9921875}, {"start": 1674.69, "end": 1674.97, "word": " واحد", "probability": 0.95263671875}, {"start": 1674.97, "end": 1675.39, "word": " يعني", "probability": 0.892333984375}, {"start": 1675.39, "end": 1675.79, "word": " كأنه", "probability": 0.8585611979166666}, {"start": 1675.79, "end": 1675.85, "word": " ال", "probability": 0.8857421875}, {"start": 1675.85, "end": 1676.15, "word": " system", "probability": 0.95556640625}, {"start": 1676.15, "end": 1676.65, "word": " هيقول", "probability": 0.833740234375}, {"start": 1676.65, "end": 1676.95, "word": " ليه", "probability": 0.799072265625}, {"start": 1676.95, "end": 1677.21, "word": " أن", "probability": 0.72021484375}, {"start": 1677.21, "end": 1677.59, "word": " هذا", "probability": 0.65380859375}, {"start": 1677.59, "end": 1678.35, "word": " paired", "probability": 0.374755859375}, {"start": 1678.35, "end": 1679.13, "word": " تمام", "probability": 0.912353515625}, {"start": 1679.13, "end": 1679.81, "word": " طب", "probability": 0.829345703125}, {"start": 1679.81, "end": 1680.19, "word": " لنتشوف", "probability": 0.64642333984375}, {"start": 1680.19, "end": 1680.55, "word": " غيرها", "probability": 0.9967447916666666}, {"start": 1680.55, "end": 1680.93, "word": " يمكن", "probability": 0.855712890625}, {"start": 1680.93, "end": 1681.39, "word": " غيرها", "probability": 0.9910481770833334}, {"start": 1681.39, "end": 1682.23, "word": " يعطيني", "probability": 0.82421875}, {"start": 1682.23, "end": 1682.41, "word": " برضه", "probability": 0.8170572916666666}, {"start": 1682.41, "end": 1682.69, "word": " رقم", "probability": 0.9928385416666666}, {"start": 1682.69, "end": 1682.91, "word": " عالي", "probability": 0.974609375}, {"start": 1682.91, "end": 1683.25, "word": " فمعنا", "probability": 0.89990234375}, {"start": 1683.25, "end": 1683.47, "word": " ذلك", "probability": 0.93017578125}, {"start": 1683.47, "end": 1683.71, "word": " أفهم", "probability": 0.9287109375}, {"start": 1683.71, "end": 1683.93, "word": " أنه", "probability": 0.738037109375}, {"start": 1683.93, "end": 1684.09, "word": " لأ", "probability": 0.93896484375}, {"start": 1684.09, "end": 1684.25, "word": " هذه", "probability": 0.59423828125}, {"start": 1684.25, "end": 1684.67, "word": " محتاجة", "probability": 0.991943359375}, {"start": 1684.67, "end": 1684.95, "word": " تدريب", "probability": 0.988525390625}, {"start": 1684.95, "end": 1685.23, "word": " أكتر", "probability": 0.946533203125}, {"start": 1685.23, "end": 1685.39, "word": " من", "probability": 0.9951171875}, {"start": 1685.39, "end": 1686.13, "word": " هيك", "probability": 0.91845703125}, {"start": 1686.13, "end": 1686.87, "word": " غيرها", "probability": 0.9796549479166666}, {"start": 1686.87, "end": 1687.45, "word": " اللي", "probability": 0.958984375}, {"start": 1687.45, "end": 1687.61, "word": " هو", "probability": 0.97265625}, {"start": 1687.61, "end": 1687.73, "word": " ال", "probability": 0.732421875}, {"start": 1687.73, "end": 1687.81, "word": " rule", "probability": 0.7568359375}, {"start": 1687.81, "end": 1688.07, "word": " رقم", "probability": 0.9820963541666666}, {"start": 1688.07, "end": 1688.51, "word": " اتنين", "probability": 0.90185546875}, {"start": 1688.51, "end": 1688.71, "word": " اللي", "probability": 0.976806640625}, {"start": 1688.71, "end": 1688.97, "word": " خاصة", "probability": 0.86474609375}, {"start": 1688.97, "end": 1689.09, "word": " بال", "probability": 0.9716796875}, {"start": 1689.09, "end": 1689.41, "word": " plane", "probability": 0.71044921875}, {"start": 1689.41, "end": 1690.05, "word": " الشيك", "probability": 0.5160725911458334}], "temperature": 1.0}, {"id": 76, "seek": 171797, "start": 1690.89, "end": 1717.97, "text": "كل قيمة برضه من نفس القيم في ال weight اللي خاصة أتوقع الفكرة بسيطة مش محتاجين نغلب حالنا كتير فيها فهيطلع في النهاية minus 4.2 أقل من صفر يعني minus one تمام بالنسبة لل glater اللي هو root 3 برضه minus 4.2 أقل من صفر يعني minus one فإذا كأنه بيقول ليه هذه bird هذه ليست plane وليست glater", "tokens": [28820, 12174, 32640, 3660, 4724, 43042, 3224, 9154, 8717, 36178, 25062, 32640, 8978, 2423, 3364, 13672, 1829, 16490, 33546, 3660, 5551, 2655, 30543, 3615, 27188, 4117, 25720, 4724, 3794, 1829, 9566, 3660, 37893, 3714, 33753, 26108, 9957, 8717, 17082, 46152, 11331, 6027, 8315, 9122, 2655, 13546, 8978, 11296, 6156, 3224, 1829, 9566, 1211, 3615, 8978, 28239, 11296, 10632, 3175, 1017, 13, 17, 5551, 4587, 1211, 9154, 20328, 5172, 2288, 37495, 22653, 3175, 472, 46811, 10943, 20666, 1863, 35457, 3660, 24976, 1563, 771, 13672, 1829, 31439, 5593, 805, 4724, 43042, 3224, 3175, 1017, 13, 17, 5551, 4587, 1211, 9154, 20328, 5172, 2288, 37495, 22653, 3175, 472, 6156, 28814, 15730, 9122, 33456, 3224, 4724, 1829, 39648, 32239, 3224, 29538, 5255, 29538, 32239, 14851, 5720, 4032, 20292, 14851, 1563, 771], "avg_logprob": -0.15747070196084678, "compression_ratio": 1.7882352941176471, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 1690.89, "end": 1691.27, "word": "كل", "probability": 0.89501953125}, {"start": 1691.27, "end": 1691.93, "word": " قيمة", "probability": 0.9842122395833334}, {"start": 1691.93, "end": 1692.17, "word": " برضه", "probability": 0.7928873697916666}, {"start": 1692.17, "end": 1692.35, "word": " من", "probability": 0.97119140625}, {"start": 1692.35, "end": 1692.57, "word": " نفس", "probability": 0.996337890625}, {"start": 1692.57, "end": 1693.05, "word": " القيم", "probability": 0.86572265625}, {"start": 1693.05, "end": 1693.55, "word": " في", "probability": 0.8203125}, {"start": 1693.55, "end": 1693.71, "word": " ال", "probability": 0.95458984375}, {"start": 1693.71, "end": 1693.97, "word": " weight", "probability": 0.8818359375}, {"start": 1693.97, "end": 1694.19, "word": " اللي", "probability": 0.859130859375}, {"start": 1694.19, "end": 1694.91, "word": " خاصة", "probability": 0.9650065104166666}, {"start": 1694.91, "end": 1695.79, "word": " أتوقع", "probability": 0.82647705078125}, {"start": 1695.79, "end": 1696.39, "word": " الفكرة", "probability": 0.9736328125}, {"start": 1696.39, "end": 1696.91, "word": " بسيطة", "probability": 0.980078125}, {"start": 1696.91, "end": 1697.17, "word": " مش", "probability": 0.78271484375}, {"start": 1697.17, "end": 1697.51, "word": " محتاجين", "probability": 0.94921875}, {"start": 1697.51, "end": 1698.91, "word": " نغلب", "probability": 0.5421549479166666}, {"start": 1698.91, "end": 1699.19, "word": " حالنا", "probability": 0.96630859375}, {"start": 1699.19, "end": 1699.41, "word": " كتير", "probability": 0.96728515625}, {"start": 1699.41, "end": 1699.69, "word": " فيها", "probability": 0.970458984375}, {"start": 1699.69, "end": 1700.37, "word": " فهيطلع", "probability": 0.8959147135416666}, {"start": 1700.37, "end": 1700.51, "word": " في", "probability": 0.888671875}, {"start": 1700.51, "end": 1700.75, "word": " النهاية", "probability": 0.939453125}, {"start": 1700.75, "end": 1701.11, "word": " minus", "probability": 0.2080078125}, {"start": 1701.11, "end": 1701.47, "word": " 4", "probability": 0.77392578125}, {"start": 1701.47, "end": 1702.03, "word": ".2", "probability": 0.94873046875}, {"start": 1702.03, "end": 1702.61, "word": " أقل", "probability": 0.9150390625}, {"start": 1702.61, "end": 1702.93, "word": " من", "probability": 0.99658203125}, {"start": 1702.93, "end": 1703.33, "word": " صفر", "probability": 0.8439127604166666}, {"start": 1703.33, "end": 1703.59, "word": " يعني", "probability": 0.923828125}, {"start": 1703.59, "end": 1703.95, "word": " minus", "probability": 0.958984375}, {"start": 1703.95, "end": 1704.29, "word": " one", "probability": 0.7236328125}, {"start": 1704.29, "end": 1705.39, "word": " تمام", "probability": 0.875244140625}, {"start": 1705.39, "end": 1706.05, "word": " بالنسبة", "probability": 0.9224853515625}, {"start": 1706.05, "end": 1706.19, "word": " لل", "probability": 0.67578125}, {"start": 1706.19, "end": 1706.63, "word": " glater", "probability": 0.4632568359375}, {"start": 1706.63, "end": 1707.03, "word": " اللي", "probability": 0.954345703125}, {"start": 1707.03, "end": 1707.23, "word": " هو", "probability": 0.9892578125}, {"start": 1707.23, "end": 1707.61, "word": " root", "probability": 0.53955078125}, {"start": 1707.61, "end": 1708.13, "word": " 3", "probability": 0.583984375}, {"start": 1708.13, "end": 1709.59, "word": " برضه", "probability": 0.9777018229166666}, {"start": 1709.59, "end": 1709.91, "word": " minus", "probability": 0.98388671875}, {"start": 1709.91, "end": 1710.23, "word": " 4", "probability": 0.92529296875}, {"start": 1710.23, "end": 1710.81, "word": ".2", "probability": 0.989501953125}, {"start": 1710.81, "end": 1711.51, "word": " أقل", "probability": 0.9523111979166666}, {"start": 1711.51, "end": 1711.69, "word": " من", "probability": 0.998046875}, {"start": 1711.69, "end": 1712.03, "word": " صفر", "probability": 0.9755859375}, {"start": 1712.03, "end": 1712.51, "word": " يعني", "probability": 0.983642578125}, {"start": 1712.51, "end": 1712.83, "word": " minus", "probability": 0.9951171875}, {"start": 1712.83, "end": 1713.15, "word": " one", "probability": 0.8955078125}, {"start": 1713.15, "end": 1713.59, "word": " فإذا", "probability": 0.7374674479166666}, {"start": 1713.59, "end": 1713.97, "word": " كأنه", "probability": 0.8870442708333334}, {"start": 1713.97, "end": 1714.25, "word": " بيقول", "probability": 0.8675130208333334}, {"start": 1714.25, "end": 1714.71, "word": " ليه", "probability": 0.738525390625}, {"start": 1714.71, "end": 1715.01, "word": " هذه", "probability": 0.473388671875}, {"start": 1715.01, "end": 1715.63, "word": " bird", "probability": 0.215087890625}, {"start": 1715.63, "end": 1716.13, "word": " هذه", "probability": 0.7138671875}, {"start": 1716.13, "end": 1716.51, "word": " ليست", "probability": 0.955810546875}, {"start": 1716.51, "end": 1716.91, "word": " plane", "probability": 0.8125}, {"start": 1716.91, "end": 1717.49, "word": " وليست", "probability": 0.87158203125}, {"start": 1717.49, "end": 1717.97, "word": " glater", "probability": 0.9033203125}], "temperature": 1.0}, {"id": 77, "seek": 174399, "start": 1720.81, "end": 1743.99, "text": "تمام جدا الان الان السؤال السؤال اللى احنا بدنا نشتغل عليه الحقيقة عشان نوضح ان ال knowledge بتاعتنا اتحققت في بالنسبة لل data بمعنى ان ال knowledge صرعت عملية ال representation اللى لها واقعية فهنبدأ neuron by neuron ال neuron الأولى اللى خاصة بال wings فالسؤال تبعها does the object have wings", "tokens": [39237, 10943, 10874, 28259, 2423, 7649, 2423, 7649, 21136, 33604, 6027, 21136, 33604, 6027, 13672, 7578, 1975, 5016, 8315, 47525, 8315, 8717, 8592, 2655, 17082, 1211, 47356, 21542, 38436, 28671, 6225, 8592, 7649, 8717, 2407, 11242, 5016, 16472, 2423, 3601, 39894, 995, 34268, 8315, 1975, 2655, 5016, 4587, 38149, 8978, 20666, 1863, 35457, 3660, 24976, 1412, 4724, 2304, 3615, 1863, 7578, 16472, 2423, 3601, 20328, 2288, 34268, 6225, 42213, 10632, 2423, 10290, 13672, 7578, 5296, 11296, 36764, 4587, 3615, 10632, 6156, 3224, 1863, 44510, 10721, 34090, 538, 34090, 2423, 34090, 16247, 12610, 7578, 13672, 7578, 16490, 33546, 3660, 20666, 11405, 6156, 6027, 3794, 33604, 6027, 6055, 3555, 3615, 11296, 775, 264, 2657, 362, 11405], "avg_logprob": -0.1574728310108185, "compression_ratio": 1.8023715415019763, "no_speech_prob": 2.205371856689453e-06, "words": [{"start": 1720.81, "end": 1721.23, "word": "تمام", "probability": 0.719482421875}, {"start": 1721.23, "end": 1721.55, "word": " جدا", "probability": 0.986083984375}, {"start": 1721.55, "end": 1722.27, "word": " الان", "probability": 0.57098388671875}, {"start": 1722.27, "end": 1723.89, "word": " الان", "probability": 0.826171875}, {"start": 1723.89, "end": 1724.47, "word": " السؤال", "probability": 0.9816080729166666}, {"start": 1724.47, "end": 1725.09, "word": " السؤال", "probability": 0.7701822916666666}, {"start": 1725.09, "end": 1725.17, "word": " اللى", "probability": 0.8583984375}, {"start": 1725.17, "end": 1725.33, "word": " احنا", "probability": 0.7437337239583334}, {"start": 1725.33, "end": 1725.55, "word": " بدنا", "probability": 0.908447265625}, {"start": 1725.55, "end": 1725.91, "word": " نشتغل", "probability": 0.9568359375}, {"start": 1725.91, "end": 1726.13, "word": " عليه", "probability": 0.9755859375}, {"start": 1726.13, "end": 1726.61, "word": " الحقيقة", "probability": 0.9654947916666666}, {"start": 1726.61, "end": 1727.19, "word": " عشان", "probability": 0.9775390625}, {"start": 1727.19, "end": 1727.73, "word": " نوضح", "probability": 0.965087890625}, {"start": 1727.73, "end": 1727.91, "word": " ان", "probability": 0.70263671875}, {"start": 1727.91, "end": 1728.07, "word": " ال", "probability": 0.70361328125}, {"start": 1728.07, "end": 1728.33, "word": " knowledge", "probability": 0.939453125}, {"start": 1728.33, "end": 1728.95, "word": " بتاعتنا", "probability": 0.9169921875}, {"start": 1728.95, "end": 1730.01, "word": " اتحققت", "probability": 0.92314453125}, {"start": 1730.01, "end": 1730.63, "word": " في", "probability": 0.53125}, {"start": 1730.63, "end": 1731.23, "word": " بالنسبة", "probability": 0.820556640625}, {"start": 1731.23, "end": 1731.37, "word": " لل", "probability": 0.88671875}, {"start": 1731.37, "end": 1731.69, "word": " data", "probability": 0.98291015625}, {"start": 1731.69, "end": 1732.45, "word": " بمعنى", "probability": 0.942578125}, {"start": 1732.45, "end": 1732.61, "word": " ان", "probability": 0.88427734375}, {"start": 1732.61, "end": 1732.75, "word": " ال", "probability": 0.9091796875}, {"start": 1732.75, "end": 1733.03, "word": " knowledge", "probability": 0.9658203125}, {"start": 1733.03, "end": 1733.63, "word": " صرعت", "probability": 0.64794921875}, {"start": 1733.63, "end": 1733.99, "word": " عملية", "probability": 0.8206380208333334}, {"start": 1733.99, "end": 1734.11, "word": " ال", "probability": 0.98583984375}, {"start": 1734.11, "end": 1734.63, "word": " representation", "probability": 0.93212890625}, {"start": 1734.63, "end": 1734.83, "word": " اللى", "probability": 0.776123046875}, {"start": 1734.83, "end": 1735.11, "word": " لها", "probability": 0.825439453125}, {"start": 1735.11, "end": 1736.11, "word": " واقعية", "probability": 0.979248046875}, {"start": 1736.11, "end": 1737.25, "word": " فهنبدأ", "probability": 0.88525390625}, {"start": 1737.25, "end": 1737.69, "word": " neuron", "probability": 0.89599609375}, {"start": 1737.69, "end": 1737.97, "word": " by", "probability": 0.94091796875}, {"start": 1737.97, "end": 1738.41, "word": " neuron", "probability": 0.95458984375}, {"start": 1738.41, "end": 1739.23, "word": " ال", "probability": 0.9033203125}, {"start": 1739.23, "end": 1739.49, "word": " neuron", "probability": 0.98779296875}, {"start": 1739.49, "end": 1740.01, "word": " الأولى", "probability": 0.8694661458333334}, {"start": 1740.01, "end": 1740.17, "word": " اللى", "probability": 0.954833984375}, {"start": 1740.17, "end": 1740.49, "word": " خاصة", "probability": 0.93212890625}, {"start": 1740.49, "end": 1740.63, "word": " بال", "probability": 0.984375}, {"start": 1740.63, "end": 1741.03, "word": " wings", "probability": 0.84765625}, {"start": 1741.03, "end": 1741.81, "word": " فالسؤال", "probability": 0.96181640625}, {"start": 1741.81, "end": 1742.29, "word": " تبعها", "probability": 0.84228515625}, {"start": 1742.29, "end": 1742.71, "word": " does", "probability": 0.72509765625}, {"start": 1742.71, "end": 1742.95, "word": " the", "probability": 0.92333984375}, {"start": 1742.95, "end": 1743.41, "word": " object", "probability": 0.96923828125}, {"start": 1743.41, "end": 1743.65, "word": " have", "probability": 0.9677734375}, {"start": 1743.65, "end": 1743.99, "word": " wings", "probability": 0.80712890625}], "temperature": 1.0}, {"id": 78, "seek": 177165, "start": 1744.79, "end": 1771.65, "text": "سؤال يعني ممكن الواحد يكتب وياك سؤال بحيث ان ال system هو اللي هيسأل السؤال و ال input اللي انت .. و ال input اللي انت هتعطوليه هياخده ك input عادي تماما فانت هتقوله واحد يا صفر يا minus واحد نفس الكلام ال neuron التانية خاصة بال tail ال neuron التالتة خاصة بال beak ال feathers للرابعة neuron رابعة و ال neuron الخامسة خاصة بمين؟ بال engine خاصة بمين؟ بال engine تمام", "tokens": [3794, 33604, 6027, 37495, 22653, 3714, 43020, 2423, 14407, 24401, 7251, 4117, 2655, 3555, 4032, 25528, 4117, 8608, 33604, 6027, 4724, 5016, 1829, 12984, 16472, 2423, 1185, 31439, 13672, 1829, 39896, 3794, 10721, 1211, 21136, 33604, 6027, 4032, 2423, 4846, 13672, 1829, 16472, 2655, 4386, 4032, 2423, 4846, 13672, 1829, 16472, 2655, 8032, 2655, 3615, 9566, 12610, 1829, 3224, 39896, 47283, 3215, 3224, 9122, 4846, 6225, 995, 16254, 46811, 10943, 995, 6156, 7649, 2655, 8032, 2655, 39648, 3224, 36764, 24401, 35186, 20328, 5172, 2288, 35186, 3175, 36764, 24401, 8717, 36178, 2423, 28820, 10943, 2423, 34090, 16712, 7649, 10632, 16490, 33546, 3660, 20666, 6838, 2423, 34090, 16712, 6027, 2655, 3660, 16490, 33546, 3660, 20666, 48663, 2423, 27044, 24976, 2288, 16758, 27884, 34090, 12602, 16758, 27884, 4032, 2423, 34090, 33962, 10943, 3794, 3660, 16490, 33546, 3660, 4724, 2304, 9957, 22807, 20666, 2848, 16490, 33546, 3660, 4724, 2304, 9957, 22807, 20666, 2848, 46811, 10943], "avg_logprob": -0.15213816318857043, "compression_ratio": 2.142857142857143, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1744.79, "end": 1745.31, "word": "سؤال", "probability": 0.83984375}, {"start": 1745.31, "end": 1745.59, "word": " يعني", "probability": 0.7266845703125}, {"start": 1745.59, "end": 1745.81, "word": " ممكن", "probability": 0.88525390625}, {"start": 1745.81, "end": 1746.09, "word": " الواحد", "probability": 0.9586588541666666}, {"start": 1746.09, "end": 1746.41, "word": " يكتب", "probability": 0.9825439453125}, {"start": 1746.41, "end": 1746.57, "word": " وياك", "probability": 0.5249837239583334}, {"start": 1746.57, "end": 1746.99, "word": " سؤال", "probability": 0.9944661458333334}, {"start": 1746.99, "end": 1747.81, "word": " بحيث", "probability": 0.9613037109375}, {"start": 1747.81, "end": 1747.93, "word": " ان", "probability": 0.43603515625}, {"start": 1747.93, "end": 1748.05, "word": " ال", "probability": 0.93212890625}, {"start": 1748.05, "end": 1748.35, "word": " system", "probability": 0.94482421875}, {"start": 1748.35, "end": 1748.59, "word": " هو", "probability": 0.9755859375}, {"start": 1748.59, "end": 1748.79, "word": " اللي", "probability": 0.90771484375}, {"start": 1748.79, "end": 1749.31, "word": " هيسأل", "probability": 0.79791259765625}, {"start": 1749.31, "end": 1749.79, "word": " السؤال", "probability": 0.98583984375}, {"start": 1749.79, "end": 1750.89, "word": " و", "probability": 0.685546875}, {"start": 1750.89, "end": 1751.37, "word": " ال", "probability": 0.9267578125}, {"start": 1751.37, "end": 1751.81, "word": " input", "probability": 0.69580078125}, {"start": 1751.81, "end": 1752.03, "word": " اللي", "probability": 0.909423828125}, {"start": 1752.03, "end": 1752.17, "word": " انت", "probability": 0.80224609375}, {"start": 1752.17, "end": 1752.17, "word": " ..", "probability": 0.491943359375}, {"start": 1752.17, "end": 1752.27, "word": " و", "probability": 0.51171875}, {"start": 1752.27, "end": 1752.51, "word": " ال", "probability": 0.97802734375}, {"start": 1752.51, "end": 1753.03, "word": " input", "probability": 0.89892578125}, {"start": 1753.03, "end": 1753.15, "word": " اللي", "probability": 0.989013671875}, {"start": 1753.15, "end": 1753.25, "word": " انت", "probability": 0.912109375}, {"start": 1753.25, "end": 1753.85, "word": " هتعطوليه", "probability": 0.8264857700892857}, {"start": 1753.85, "end": 1754.61, "word": " هياخده", "probability": 0.8665771484375}, {"start": 1754.61, "end": 1754.73, "word": " ك", "probability": 0.98388671875}, {"start": 1754.73, "end": 1755.05, "word": " input", "probability": 0.98388671875}, {"start": 1755.05, "end": 1755.55, "word": " عادي", "probability": 0.8982747395833334}, {"start": 1755.55, "end": 1756.03, "word": " تماما", "probability": 0.9895833333333334}, {"start": 1756.03, "end": 1756.57, "word": " فانت", "probability": 0.9267578125}, {"start": 1756.57, "end": 1756.99, "word": " هتقوله", "probability": 0.9232177734375}, {"start": 1756.99, "end": 1757.43, "word": " واحد", "probability": 0.81005859375}, {"start": 1757.43, "end": 1757.61, "word": " يا", "probability": 0.8037109375}, {"start": 1757.61, "end": 1757.99, "word": " صفر", "probability": 0.9677734375}, {"start": 1757.99, "end": 1758.25, "word": " يا", "probability": 0.92822265625}, {"start": 1758.25, "end": 1758.73, "word": " minus", "probability": 0.92578125}, {"start": 1758.73, "end": 1759.17, "word": " واحد", "probability": 0.957763671875}, {"start": 1759.17, "end": 1759.75, "word": " نفس", "probability": 0.921142578125}, {"start": 1759.75, "end": 1760.07, "word": " الكلام", "probability": 0.9609375}, {"start": 1760.07, "end": 1760.15, "word": " ال", "probability": 0.291259765625}, {"start": 1760.15, "end": 1760.41, "word": " neuron", "probability": 0.9541015625}, {"start": 1760.41, "end": 1761.25, "word": " التانية", "probability": 0.7489420572916666}, {"start": 1761.25, "end": 1761.63, "word": " خاصة", "probability": 0.9685872395833334}, {"start": 1761.63, "end": 1761.81, "word": " بال", "probability": 0.99072265625}, {"start": 1761.81, "end": 1762.11, "word": " tail", "probability": 0.8837890625}, {"start": 1762.11, "end": 1762.65, "word": " ال", "probability": 0.80029296875}, {"start": 1762.65, "end": 1762.95, "word": " neuron", "probability": 0.99169921875}, {"start": 1762.95, "end": 1764.05, "word": " التالتة", "probability": 0.9735107421875}, {"start": 1764.05, "end": 1764.65, "word": " خاصة", "probability": 0.99072265625}, {"start": 1764.65, "end": 1764.83, "word": " بال", "probability": 0.98583984375}, {"start": 1764.83, "end": 1765.19, "word": " beak", "probability": 0.9189453125}, {"start": 1765.19, "end": 1765.67, "word": " ال", "probability": 0.76513671875}, {"start": 1765.67, "end": 1765.99, "word": " feathers", "probability": 0.9501953125}, {"start": 1765.99, "end": 1766.71, "word": " للرابعة", "probability": 0.81829833984375}, {"start": 1766.71, "end": 1767.03, "word": " neuron", "probability": 0.25634765625}, {"start": 1767.03, "end": 1767.51, "word": " رابعة", "probability": 0.93212890625}, {"start": 1767.51, "end": 1767.87, "word": " و", "probability": 0.931640625}, {"start": 1767.87, "end": 1767.99, "word": " ال", "probability": 0.9208984375}, {"start": 1767.99, "end": 1768.21, "word": " neuron", "probability": 0.9677734375}, {"start": 1768.21, "end": 1768.63, "word": " الخامسة", "probability": 0.966552734375}, {"start": 1768.63, "end": 1768.93, "word": " خاصة", "probability": 0.9820963541666666}, {"start": 1768.93, "end": 1769.31, "word": " بمين؟", "probability": 0.762451171875}, {"start": 1769.31, "end": 1769.43, "word": " بال", "probability": 0.9609375}, {"start": 1769.43, "end": 1769.81, "word": " engine", "probability": 0.94091796875}, {"start": 1769.81, "end": 1770.37, "word": " خاصة", "probability": 0.9091796875}, {"start": 1770.37, "end": 1770.67, "word": " بمين؟", "probability": 0.97119140625}, {"start": 1770.67, "end": 1770.81, "word": " بال", "probability": 0.98828125}, {"start": 1770.81, "end": 1771.07, "word": " engine", "probability": 0.95361328125}, {"start": 1771.07, "end": 1771.65, "word": " تمام", "probability": 0.947509765625}], "temperature": 1.0}, {"id": 79, "seek": 179613, "start": 1773.43, "end": 1796.13, "text": "حلو جدا، الآن ال inference كيف أبني ال rules تبعتي ال inference كانت تالي أنه ببدأ أجمع سؤال بسؤاله، بجي بمسك، مين بالنسبالي أعلى weights لل rule؟ الآن أنا بدي أبني .. ناخد مثل، أني بدي أبني ال rule الأولى، هاي", "tokens": [5016, 1211, 2407, 10874, 28259, 12399, 6024, 48506, 2423, 38253, 9122, 33911, 5551, 3555, 22653, 2423, 4474, 6055, 3555, 3615, 31371, 2423, 38253, 25961, 2655, 6055, 6027, 1829, 14739, 3224, 4724, 44510, 10721, 5551, 7435, 2304, 3615, 8608, 33604, 6027, 4724, 3794, 33604, 6027, 3224, 12399, 4724, 7435, 1829, 4724, 2304, 3794, 4117, 12399, 3714, 9957, 20666, 1863, 35457, 6027, 1829, 5551, 3615, 23942, 17443, 24976, 4978, 22807, 6024, 48506, 41850, 4724, 16254, 5551, 3555, 22653, 4386, 8717, 47283, 3215, 50113, 1211, 12399, 14739, 1829, 4724, 16254, 5551, 3555, 22653, 2423, 4978, 16247, 12610, 7578, 12399, 8032, 47302], "avg_logprob": -0.19333964646464646, "compression_ratio": 1.7258883248730965, "no_speech_prob": 0.0, "words": [{"start": 1773.43, "end": 1773.79, "word": "حلو", "probability": 0.9588216145833334}, {"start": 1773.79, "end": 1774.21, "word": " جدا،", "probability": 0.82568359375}, {"start": 1774.21, "end": 1774.45, "word": " الآن", "probability": 0.640380859375}, {"start": 1774.45, "end": 1774.57, "word": " ال", "probability": 0.95068359375}, {"start": 1774.57, "end": 1774.95, "word": " inference", "probability": 0.8291015625}, {"start": 1774.95, "end": 1775.35, "word": " كيف", "probability": 0.89990234375}, {"start": 1775.35, "end": 1775.93, "word": " أبني", "probability": 0.81201171875}, {"start": 1775.93, "end": 1776.73, "word": " ال", "probability": 0.98095703125}, {"start": 1776.73, "end": 1777.21, "word": " rules", "probability": 0.7705078125}, {"start": 1777.21, "end": 1777.79, "word": " تبعتي", "probability": 0.845947265625}, {"start": 1777.79, "end": 1778.49, "word": " ال", "probability": 0.73193359375}, {"start": 1778.49, "end": 1778.93, "word": " inference", "probability": 0.9521484375}, {"start": 1778.93, "end": 1779.29, "word": " كانت", "probability": 0.8076171875}, {"start": 1779.29, "end": 1779.63, "word": " تالي", "probability": 0.9441731770833334}, {"start": 1779.63, "end": 1780.37, "word": " أنه", "probability": 0.6593017578125}, {"start": 1780.37, "end": 1781.07, "word": " ببدأ", "probability": 0.9700520833333334}, {"start": 1781.07, "end": 1781.81, "word": " أجمع", "probability": 0.9622802734375}, {"start": 1781.81, "end": 1783.55, "word": " سؤال", "probability": 0.9853515625}, {"start": 1783.55, "end": 1785.41, "word": " بسؤاله،", "probability": 0.8620198567708334}, {"start": 1785.41, "end": 1785.69, "word": " بجي", "probability": 0.796630859375}, {"start": 1785.69, "end": 1786.39, "word": " بمسك،", "probability": 0.7853515625}, {"start": 1786.39, "end": 1786.81, "word": " مين", "probability": 0.9248046875}, {"start": 1786.81, "end": 1787.57, "word": " بالنسبالي", "probability": 0.98740234375}, {"start": 1787.57, "end": 1787.93, "word": " أعلى", "probability": 0.9295247395833334}, {"start": 1787.93, "end": 1788.43, "word": " weights", "probability": 0.71142578125}, {"start": 1788.43, "end": 1788.95, "word": " لل", "probability": 0.92529296875}, {"start": 1788.95, "end": 1789.71, "word": " rule؟", "probability": 0.566650390625}, {"start": 1789.71, "end": 1789.93, "word": " الآن", "probability": 0.6402587890625}, {"start": 1789.93, "end": 1790.11, "word": " أنا", "probability": 0.77392578125}, {"start": 1790.11, "end": 1790.33, "word": " بدي", "probability": 0.772216796875}, {"start": 1790.33, "end": 1790.73, "word": " أبني", "probability": 0.91259765625}, {"start": 1790.73, "end": 1791.21, "word": " ..", "probability": 0.5400390625}, {"start": 1791.21, "end": 1791.55, "word": " ناخد", "probability": 0.9464518229166666}, {"start": 1791.55, "end": 1791.97, "word": " مثل،", "probability": 0.7679036458333334}, {"start": 1791.97, "end": 1792.05, "word": " أني", "probability": 0.5792236328125}, {"start": 1792.05, "end": 1792.25, "word": " بدي", "probability": 0.974853515625}, {"start": 1792.25, "end": 1792.65, "word": " أبني", "probability": 0.9222005208333334}, {"start": 1792.65, "end": 1793.25, "word": " ال", "probability": 0.99169921875}, {"start": 1793.25, "end": 1793.59, "word": " rule", "probability": 0.94921875}, {"start": 1793.59, "end": 1795.87, "word": " الأولى،", "probability": 0.950927734375}, {"start": 1795.87, "end": 1796.13, "word": " هاي", "probability": 0.659423828125}], "temperature": 1.0}, {"id": 80, "seek": 182736, "start": 1798.82, "end": 1827.36, "text": "الرول الأولى فالرول الأولى بدى أقول هدى جاية من minus 0.8 minus 0.2 هنا two point two تمام خلّينا نقول أن هدى كانت wings هدى كانت tail هدى كانت ال beak بعدها feathers", "tokens": [6027, 2288, 12610, 16247, 12610, 7578, 6156, 6027, 2288, 12610, 16247, 12610, 7578, 47525, 7578, 5551, 39648, 8032, 3215, 7578, 10874, 995, 10632, 9154, 3175, 1958, 13, 23, 3175, 1958, 13, 17, 34105, 732, 935, 732, 46811, 10943, 16490, 1211, 11703, 1829, 8315, 8717, 39648, 14739, 8032, 3215, 7578, 25961, 2655, 11405, 8032, 3215, 7578, 25961, 2655, 6838, 8032, 3215, 7578, 25961, 2655, 2423, 48663, 39182, 11296, 27044], "avg_logprob": -0.1552309739416924, "compression_ratio": 1.5849056603773586, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1798.82, "end": 1799.2, "word": "الرول", "probability": 0.7911783854166666}, {"start": 1799.2, "end": 1799.94, "word": " الأولى", "probability": 0.9371744791666666}, {"start": 1799.94, "end": 1800.88, "word": " فالرول", "probability": 0.9119873046875}, {"start": 1800.88, "end": 1801.56, "word": " الأولى", "probability": 0.9807942708333334}, {"start": 1801.56, "end": 1802.1, "word": " بدى", "probability": 0.4561767578125}, {"start": 1802.1, "end": 1802.46, "word": " أقول", "probability": 0.915283203125}, {"start": 1802.46, "end": 1803.12, "word": " هدى", "probability": 0.7130533854166666}, {"start": 1803.12, "end": 1803.48, "word": " جاية", "probability": 0.9475911458333334}, {"start": 1803.48, "end": 1803.8, "word": " من", "probability": 0.99609375}, {"start": 1803.8, "end": 1804.88, "word": " minus", "probability": 0.85986328125}, {"start": 1804.88, "end": 1805.18, "word": " 0", "probability": 0.463623046875}, {"start": 1805.18, "end": 1805.86, "word": ".8", "probability": 0.986572265625}, {"start": 1805.86, "end": 1807.84, "word": " minus", "probability": 0.94384765625}, {"start": 1807.84, "end": 1808.12, "word": " 0", "probability": 0.9462890625}, {"start": 1808.12, "end": 1808.7, "word": ".2", "probability": 0.994140625}, {"start": 1808.7, "end": 1811.04, "word": " هنا", "probability": 0.8876953125}, {"start": 1811.04, "end": 1811.5, "word": " two", "probability": 0.60400390625}, {"start": 1811.5, "end": 1811.78, "word": " point", "probability": 0.95947265625}, {"start": 1811.78, "end": 1812.24, "word": " two", "probability": 0.9560546875}, {"start": 1812.24, "end": 1815.1, "word": " تمام", "probability": 0.947021484375}, {"start": 1815.1, "end": 1816.52, "word": " خلّينا", "probability": 0.653271484375}, {"start": 1816.52, "end": 1816.78, "word": " نقول", "probability": 0.984375}, {"start": 1816.78, "end": 1816.92, "word": " أن", "probability": 0.51513671875}, {"start": 1816.92, "end": 1817.16, "word": " هدى", "probability": 0.9327799479166666}, {"start": 1817.16, "end": 1817.48, "word": " كانت", "probability": 0.95556640625}, {"start": 1817.48, "end": 1817.86, "word": " wings", "probability": 0.79296875}, {"start": 1817.86, "end": 1819.58, "word": " هدى", "probability": 0.93310546875}, {"start": 1819.58, "end": 1819.96, "word": " كانت", "probability": 0.987060546875}, {"start": 1819.96, "end": 1820.44, "word": " tail", "probability": 0.87890625}, {"start": 1820.44, "end": 1822.06, "word": " هدى", "probability": 0.97119140625}, {"start": 1822.06, "end": 1823.16, "word": " كانت", "probability": 0.993408203125}, {"start": 1823.16, "end": 1823.62, "word": " ال", "probability": 0.98486328125}, {"start": 1823.62, "end": 1824.14, "word": " beak", "probability": 0.9404296875}, {"start": 1824.14, "end": 1826.68, "word": " بعدها", "probability": 0.95361328125}, {"start": 1826.68, "end": 1827.36, "word": " feathers", "probability": 0.95166015625}], "temperature": 1.0}, {"id": 81, "seek": 184620, "start": 1830.26, "end": 1846.2, "text": "ثم engines ال engine تمام جداش two point eight و minus one point one تمام جدا أخدناها لل rules لل rules الأولى فإذا أن أنا الأن بدي أبني ال rule الأولى", "tokens": [12984, 2304, 12982, 2423, 2848, 46811, 10943, 10874, 3215, 33599, 732, 935, 3180, 4032, 3175, 472, 935, 472, 46811, 10943, 10874, 28259, 5551, 9778, 3215, 8315, 11296, 24976, 4474, 24976, 4474, 16247, 12610, 7578, 6156, 28814, 15730, 14739, 41850, 16247, 1863, 4724, 16254, 5551, 3555, 22653, 2423, 4978, 16247, 12610, 7578], "avg_logprob": -0.294471161869856, "compression_ratio": 1.565217391304348, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1830.2599999999998, "end": 1830.8999999999999, "word": "ثم", "probability": 0.6597900390625}, {"start": 1830.8999999999999, "end": 1831.54, "word": " engines", "probability": 0.396484375}, {"start": 1831.54, "end": 1833.66, "word": " ال", "probability": 0.408935546875}, {"start": 1833.66, "end": 1833.96, "word": " engine", "probability": 0.8515625}, {"start": 1833.96, "end": 1834.4, "word": " تمام", "probability": 0.854736328125}, {"start": 1834.4, "end": 1835.56, "word": " جداش", "probability": 0.6756184895833334}, {"start": 1835.56, "end": 1835.72, "word": " two", "probability": 0.419189453125}, {"start": 1835.72, "end": 1836.08, "word": " point", "probability": 0.97509765625}, {"start": 1836.08, "end": 1838.22, "word": " eight", "probability": 0.87939453125}, {"start": 1838.22, "end": 1838.94, "word": " و", "probability": 0.806640625}, {"start": 1838.94, "end": 1839.66, "word": " minus", "probability": 0.888671875}, {"start": 1839.66, "end": 1839.98, "word": " one", "probability": 0.91259765625}, {"start": 1839.98, "end": 1840.28, "word": " point", "probability": 0.9697265625}, {"start": 1840.28, "end": 1840.5, "word": " one", "probability": 0.9501953125}, {"start": 1840.5, "end": 1840.88, "word": " تمام", "probability": 0.96484375}, {"start": 1840.88, "end": 1841.2, "word": " جدا", "probability": 0.991943359375}, {"start": 1841.2, "end": 1842.12, "word": " أخدناها", "probability": 0.843603515625}, {"start": 1842.12, "end": 1842.26, "word": " لل", "probability": 0.8779296875}, {"start": 1842.26, "end": 1842.54, "word": " rules", "probability": 0.85546875}, {"start": 1842.54, "end": 1843.12, "word": " لل", "probability": 0.625}, {"start": 1843.12, "end": 1843.26, "word": " rules", "probability": 0.5537109375}, {"start": 1843.26, "end": 1844.18, "word": " الأولى", "probability": 0.8387044270833334}, {"start": 1844.18, "end": 1844.54, "word": " فإذا", "probability": 0.6848958333333334}, {"start": 1844.54, "end": 1844.66, "word": " أن", "probability": 0.42041015625}, {"start": 1844.66, "end": 1844.78, "word": " أنا", "probability": 0.52099609375}, {"start": 1844.78, "end": 1844.94, "word": " الأن", "probability": 0.6236572265625}, {"start": 1844.94, "end": 1845.18, "word": " بدي", "probability": 0.7001953125}, {"start": 1845.18, "end": 1845.42, "word": " أبني", "probability": 0.8860677083333334}, {"start": 1845.42, "end": 1845.54, "word": " ال", "probability": 0.9658203125}, {"start": 1845.54, "end": 1845.7, "word": " rule", "probability": 0.70703125}, {"start": 1845.7, "end": 1846.2, "word": " الأولى", "probability": 0.9874674479166666}], "temperature": 1.0}, {"id": 82, "seek": 187302, "start": 1847.12, "end": 1873.02, "text": "بدناش ال human expert تمام؟ بدناش مبدأيا وجدنا ان ال neural network سليمة ليش؟ لأن لما جربنا هي طلعت نتائج صحيحة لذا عشان نبني ال rule الحقيقة كل اللي أنا محتاجه أحسب some أو مجموع ال absolute values لمين؟ ل ال noun knowledge مقابل ال unknown inputs", "tokens": [44510, 8315, 8592, 2423, 1952, 5844, 46811, 10943, 22807, 47525, 8315, 8592, 3714, 44510, 10721, 25528, 49610, 3215, 8315, 16472, 2423, 18161, 3209, 8608, 20292, 46007, 32239, 8592, 22807, 5296, 33456, 5296, 15042, 10874, 25513, 8315, 39896, 23032, 1211, 34268, 8717, 2655, 16373, 7435, 20328, 5016, 1829, 5016, 3660, 5296, 15730, 6225, 8592, 7649, 8717, 3555, 22653, 2423, 4978, 21542, 38436, 28671, 28242, 13672, 1829, 41850, 3714, 33753, 26108, 3224, 5551, 5016, 35457, 512, 34051, 3714, 7435, 2304, 45367, 2423, 8236, 4190, 32767, 9957, 22807, 5296, 2423, 23307, 3601, 3714, 4587, 16758, 1211, 2423, 9841, 15743], "avg_logprob": -0.19797035590889528, "compression_ratio": 1.5510204081632653, "no_speech_prob": 0.0, "words": [{"start": 1847.12, "end": 1847.82, "word": "بدناش", "probability": 0.6421712239583334}, {"start": 1847.82, "end": 1848.24, "word": " ال", "probability": 0.77685546875}, {"start": 1848.24, "end": 1848.5, "word": " human", "probability": 0.53125}, {"start": 1848.5, "end": 1849.0, "word": " expert", "probability": 0.82763671875}, {"start": 1849.0, "end": 1849.92, "word": " تمام؟", "probability": 0.6172688802083334}, {"start": 1849.92, "end": 1850.2, "word": " بدناش", "probability": 0.8352864583333334}, {"start": 1850.2, "end": 1851.08, "word": " مبدأيا", "probability": 0.72332763671875}, {"start": 1851.08, "end": 1851.7, "word": " وجدنا", "probability": 0.8846028645833334}, {"start": 1851.7, "end": 1851.82, "word": " ان", "probability": 0.5595703125}, {"start": 1851.82, "end": 1851.96, "word": " ال", "probability": 0.7353515625}, {"start": 1851.96, "end": 1852.22, "word": " neural", "probability": 0.876953125}, {"start": 1852.22, "end": 1852.78, "word": " network", "probability": 0.9580078125}, {"start": 1852.78, "end": 1853.66, "word": " سليمة", "probability": 0.94189453125}, {"start": 1853.66, "end": 1854.16, "word": " ليش؟", "probability": 0.7643229166666666}, {"start": 1854.16, "end": 1854.3, "word": " لأن", "probability": 0.7919921875}, {"start": 1854.3, "end": 1854.52, "word": " لما", "probability": 0.800537109375}, {"start": 1854.52, "end": 1855.06, "word": " جربنا", "probability": 0.9934895833333334}, {"start": 1855.06, "end": 1855.4, "word": " هي", "probability": 0.65576171875}, {"start": 1855.4, "end": 1855.92, "word": " طلعت", "probability": 0.9088541666666666}, {"start": 1855.92, "end": 1856.6, "word": " نتائج", "probability": 0.9847412109375}, {"start": 1856.6, "end": 1857.22, "word": " صحيحة", "probability": 0.98515625}, {"start": 1857.22, "end": 1857.5, "word": " لذا", "probability": 0.3848876953125}, {"start": 1857.5, "end": 1858.24, "word": " عشان", "probability": 0.982421875}, {"start": 1858.24, "end": 1858.92, "word": " نبني", "probability": 0.9679361979166666}, {"start": 1858.92, "end": 1859.3, "word": " ال", "probability": 0.9755859375}, {"start": 1859.3, "end": 1859.66, "word": " rule", "probability": 0.9091796875}, {"start": 1859.66, "end": 1860.4, "word": " الحقيقة", "probability": 0.9049479166666666}, {"start": 1860.4, "end": 1860.62, "word": " كل", "probability": 0.97900390625}, {"start": 1860.62, "end": 1860.74, "word": " اللي", "probability": 0.984130859375}, {"start": 1860.74, "end": 1860.86, "word": " أنا", "probability": 0.24169921875}, {"start": 1860.86, "end": 1861.52, "word": " محتاجه", "probability": 0.993896484375}, {"start": 1861.52, "end": 1862.4, "word": " أحسب", "probability": 0.91015625}, {"start": 1862.4, "end": 1863.12, "word": " some", "probability": 0.4228515625}, {"start": 1863.12, "end": 1863.7, "word": " أو", "probability": 0.65185546875}, {"start": 1863.7, "end": 1864.4, "word": " مجموع", "probability": 0.9139404296875}, {"start": 1864.4, "end": 1864.84, "word": " ال", "probability": 0.9384765625}, {"start": 1864.84, "end": 1865.32, "word": " absolute", "probability": 0.95654296875}, {"start": 1865.32, "end": 1866.12, "word": " values", "probability": 0.92236328125}, {"start": 1866.12, "end": 1867.1, "word": " لمين؟", "probability": 0.7845052083333334}, {"start": 1867.1, "end": 1867.24, "word": " ل", "probability": 0.77734375}, {"start": 1867.24, "end": 1867.58, "word": " ال", "probability": 0.68701171875}, {"start": 1867.58, "end": 1868.02, "word": " noun", "probability": 0.96337890625}, {"start": 1868.02, "end": 1869.18, "word": " knowledge", "probability": 0.9130859375}, {"start": 1869.18, "end": 1871.26, "word": " مقابل", "probability": 0.9881591796875}, {"start": 1871.26, "end": 1871.86, "word": " ال", "probability": 0.97509765625}, {"start": 1871.86, "end": 1872.32, "word": " unknown", "probability": 0.7021484375}, {"start": 1872.32, "end": 1873.02, "word": " inputs", "probability": 0.787109375}], "temperature": 1.0}, {"id": 83, "seek": 190059, "start": 1873.95, "end": 1900.59, "text": "ال inputs اللي معروفة مقابل ال inputs اللي غير معروفة إمتى بتزيد المعروفة عن الغير معروفة بقول إنه خلاص هدول كافين لبناء ال rule لأنه مجرد معرفتهم حققت لل rule حققت ال rule فهذا الكلام طبعا ناخد بالنا بس من كلمة absolute من كلمة absolute هنا فلما نيجي نطلع على ال rule الأولى", "tokens": [6027, 15743, 13672, 1829, 20449, 32887, 5172, 3660, 3714, 4587, 16758, 1211, 2423, 15743, 13672, 1829, 32771, 13546, 20449, 32887, 5172, 3660, 11933, 2304, 49975, 39894, 11622, 25708, 9673, 3615, 32887, 5172, 3660, 18871, 6024, 118, 13546, 20449, 32887, 5172, 3660, 4724, 39648, 36145, 3224, 16490, 1211, 33546, 8032, 3215, 12610, 9122, 31845, 9957, 5296, 3555, 1863, 16606, 2423, 4978, 5296, 33456, 3224, 3714, 7435, 2288, 3215, 20449, 28480, 2655, 16095, 11331, 4587, 38149, 24976, 4978, 11331, 4587, 38149, 2423, 4978, 6156, 3224, 15730, 2423, 28820, 10943, 23032, 3555, 3615, 995, 8717, 47283, 3215, 20666, 8315, 4724, 3794, 9154, 9122, 19528, 3660, 8236, 9154, 9122, 19528, 3660, 8236, 34105, 6156, 1211, 15042, 8717, 1829, 7435, 1829, 8717, 9566, 1211, 3615, 15844, 2423, 4978, 16247, 12610, 7578], "avg_logprob": -0.1023622060150612, "compression_ratio": 1.9484978540772533, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 1873.95, "end": 1874.19, "word": "ال", "probability": 0.77392578125}, {"start": 1874.19, "end": 1874.61, "word": " inputs", "probability": 0.1527099609375}, {"start": 1874.61, "end": 1875.15, "word": " اللي", "probability": 0.69140625}, {"start": 1875.15, "end": 1875.83, "word": " معروفة", "probability": 0.9736328125}, {"start": 1875.83, "end": 1876.55, "word": " مقابل", "probability": 0.978759765625}, {"start": 1876.55, "end": 1876.71, "word": " ال", "probability": 0.94970703125}, {"start": 1876.71, "end": 1877.11, "word": " inputs", "probability": 0.5654296875}, {"start": 1877.11, "end": 1877.41, "word": " اللي", "probability": 0.894287109375}, {"start": 1877.41, "end": 1877.67, "word": " غير", "probability": 0.99169921875}, {"start": 1877.67, "end": 1878.35, "word": " معروفة", "probability": 0.990478515625}, {"start": 1878.35, "end": 1879.07, "word": " إمتى", "probability": 0.613525390625}, {"start": 1879.07, "end": 1879.97, "word": " بتزيد", "probability": 0.9816080729166666}, {"start": 1879.97, "end": 1880.77, "word": " المعروفة", "probability": 0.98857421875}, {"start": 1880.77, "end": 1880.97, "word": " عن", "probability": 0.994140625}, {"start": 1880.97, "end": 1881.39, "word": " الغير", "probability": 0.9527994791666666}, {"start": 1881.39, "end": 1882.21, "word": " معروفة", "probability": 0.9881591796875}, {"start": 1882.21, "end": 1882.71, "word": " بقول", "probability": 0.912841796875}, {"start": 1882.71, "end": 1882.93, "word": " إنه", "probability": 0.59130859375}, {"start": 1882.93, "end": 1883.09, "word": " خلاص", "probability": 0.9915364583333334}, {"start": 1883.09, "end": 1883.29, "word": " هدول", "probability": 0.9493815104166666}, {"start": 1883.29, "end": 1883.95, "word": " كافين", "probability": 0.7802734375}, {"start": 1883.95, "end": 1884.85, "word": " لبناء", "probability": 0.9820556640625}, {"start": 1884.85, "end": 1885.03, "word": " ال", "probability": 0.986328125}, {"start": 1885.03, "end": 1885.25, "word": " rule", "probability": 0.84228515625}, {"start": 1885.25, "end": 1886.15, "word": " لأنه", "probability": 0.76220703125}, {"start": 1886.15, "end": 1886.95, "word": " مجرد", "probability": 0.9932861328125}, {"start": 1886.95, "end": 1887.71, "word": " معرفتهم", "probability": 0.9781494140625}, {"start": 1887.71, "end": 1888.15, "word": " حققت", "probability": 0.97802734375}, {"start": 1888.15, "end": 1888.39, "word": " لل", "probability": 0.94091796875}, {"start": 1888.39, "end": 1888.69, "word": " rule", "probability": 0.955078125}, {"start": 1888.69, "end": 1889.65, "word": " حققت", "probability": 0.8673502604166666}, {"start": 1889.65, "end": 1890.11, "word": " ال", "probability": 0.99169921875}, {"start": 1890.11, "end": 1890.35, "word": " rule", "probability": 0.9638671875}, {"start": 1890.35, "end": 1890.95, "word": " فهذا", "probability": 0.96923828125}, {"start": 1890.95, "end": 1892.11, "word": " الكلام", "probability": 0.9757486979166666}, {"start": 1892.11, "end": 1892.47, "word": " طبعا", "probability": 0.961669921875}, {"start": 1892.47, "end": 1892.99, "word": " ناخد", "probability": 0.9641927083333334}, {"start": 1892.99, "end": 1893.23, "word": " بالنا", "probability": 0.931396484375}, {"start": 1893.23, "end": 1893.35, "word": " بس", "probability": 0.901123046875}, {"start": 1893.35, "end": 1893.47, "word": " من", "probability": 0.97705078125}, {"start": 1893.47, "end": 1893.75, "word": " كلمة", "probability": 0.9837239583333334}, {"start": 1893.75, "end": 1894.37, "word": " absolute", "probability": 0.845703125}, {"start": 1894.37, "end": 1895.37, "word": " من", "probability": 0.8955078125}, {"start": 1895.37, "end": 1895.91, "word": " كلمة", "probability": 0.9895833333333334}, {"start": 1895.91, "end": 1896.39, "word": " absolute", "probability": 0.978515625}, {"start": 1896.39, "end": 1896.71, "word": " هنا", "probability": 0.994140625}, {"start": 1896.71, "end": 1898.01, "word": " فلما", "probability": 0.7571614583333334}, {"start": 1898.01, "end": 1898.47, "word": " نيجي", "probability": 0.95947265625}, {"start": 1898.47, "end": 1898.91, "word": " نطلع", "probability": 0.8953857421875}, {"start": 1898.91, "end": 1899.09, "word": " على", "probability": 0.90673828125}, {"start": 1899.09, "end": 1899.25, "word": " ال", "probability": 0.99365234375}, {"start": 1899.25, "end": 1899.63, "word": " rule", "probability": 0.9541015625}, {"start": 1899.63, "end": 1900.59, "word": " الأولى", "probability": 0.9734700520833334}], "temperature": 1.0}, {"id": 84, "seek": 191950, "start": 1901.88, "end": 1919.5, "text": "اللي هي كانت خاصة بمين؟ بال Bird كويس كانت جايانة من أربع .. من خمسة inputs من خمسة inputs ك absolute بنرتبهم ال inputs هذه أكبر input فيهم", "tokens": [6027, 20292, 39896, 25961, 2655, 16490, 33546, 3660, 4724, 2304, 9957, 22807, 20666, 15931, 9122, 45865, 3794, 25961, 2655, 10874, 47302, 7649, 3660, 9154, 5551, 25513, 3615, 4386, 9154, 16490, 2304, 3794, 3660, 15743, 9154, 16490, 2304, 3794, 3660, 15743, 9122, 8236, 44945, 43500, 3555, 16095, 2423, 15743, 29538, 5551, 4117, 26890, 4846, 8978, 16095], "avg_logprob": -0.24218750319310597, "compression_ratio": 1.4266666666666667, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 1901.88, "end": 1902.16, "word": "اللي", "probability": 0.89990234375}, {"start": 1902.16, "end": 1902.32, "word": " هي", "probability": 0.33984375}, {"start": 1902.32, "end": 1902.66, "word": " كانت", "probability": 0.9775390625}, {"start": 1902.66, "end": 1903.12, "word": " خاصة", "probability": 0.96484375}, {"start": 1903.12, "end": 1903.74, "word": " بمين؟", "probability": 0.7476806640625}, {"start": 1903.74, "end": 1904.18, "word": " بال", "probability": 0.7080078125}, {"start": 1904.18, "end": 1905.54, "word": " Bird", "probability": 0.217529296875}, {"start": 1905.54, "end": 1909.1, "word": " كويس", "probability": 0.8561197916666666}, {"start": 1909.1, "end": 1909.56, "word": " كانت", "probability": 0.7705078125}, {"start": 1909.56, "end": 1909.96, "word": " جايانة", "probability": 0.76568603515625}, {"start": 1909.96, "end": 1910.18, "word": " من", "probability": 0.99365234375}, {"start": 1910.18, "end": 1911.64, "word": " أربع", "probability": 0.7774251302083334}, {"start": 1911.64, "end": 1911.68, "word": " ..", "probability": 0.447021484375}, {"start": 1911.68, "end": 1911.8, "word": " من", "probability": 0.9052734375}, {"start": 1911.8, "end": 1912.16, "word": " خمسة", "probability": 0.83294677734375}, {"start": 1912.16, "end": 1912.5, "word": " inputs", "probability": 0.70703125}, {"start": 1912.5, "end": 1913.12, "word": " من", "probability": 0.6630859375}, {"start": 1913.12, "end": 1913.7, "word": " خمسة", "probability": 0.86077880859375}, {"start": 1913.7, "end": 1913.98, "word": " inputs", "probability": 0.9365234375}, {"start": 1913.98, "end": 1914.42, "word": " ك", "probability": 0.9443359375}, {"start": 1914.42, "end": 1914.86, "word": " absolute", "probability": 0.5283203125}, {"start": 1914.86, "end": 1916.42, "word": " بنرتبهم", "probability": 0.89990234375}, {"start": 1916.42, "end": 1916.54, "word": " ال", "probability": 0.97900390625}, {"start": 1916.54, "end": 1916.84, "word": " inputs", "probability": 0.83984375}, {"start": 1916.84, "end": 1917.24, "word": " هذه", "probability": 0.767578125}, {"start": 1917.24, "end": 1918.32, "word": " أكبر", "probability": 0.9397786458333334}, {"start": 1918.32, "end": 1918.94, "word": " input", "probability": 0.9873046875}, {"start": 1918.94, "end": 1919.5, "word": " فيهم", "probability": 0.9833984375}], "temperature": 1.0}, {"id": 85, "seek": 194169, "start": 1921.39, "end": 1941.69, "text": "capsolute هي ال feathers feathers هذه هبدها هل هي كافية ان هي تبني .. تبني ل ال rule ولا لأ فعشان نقول هذا الكلام بدنا نحطها في الكيس تبع ال noun هقول والله سألته إذا", "tokens": [496, 1878, 401, 1169, 39896, 2423, 27044, 27044, 29538, 8032, 44510, 11296, 8032, 1211, 39896, 9122, 31845, 10632, 16472, 39896, 6055, 3555, 22653, 4386, 6055, 3555, 22653, 5296, 2423, 4978, 49429, 5296, 10721, 6156, 3615, 8592, 7649, 8717, 39648, 23758, 2423, 28820, 10943, 47525, 8315, 8717, 5016, 9566, 11296, 8978, 33251, 1829, 3794, 6055, 3555, 3615, 2423, 23307, 8032, 39648, 16070, 43761, 8608, 10721, 1211, 47395, 11933, 15730], "avg_logprob": -0.2425271739130435, "compression_ratio": 1.5654761904761905, "no_speech_prob": 4.76837158203125e-06, "words": [{"start": 1921.39, "end": 1922.25, "word": "capsolute", "probability": 0.6368942260742188}, {"start": 1922.25, "end": 1922.63, "word": " هي", "probability": 0.8916015625}, {"start": 1922.63, "end": 1923.17, "word": " ال", "probability": 0.3916015625}, {"start": 1923.17, "end": 1923.61, "word": " feathers", "probability": 0.935546875}, {"start": 1923.61, "end": 1924.65, "word": " feathers", "probability": 0.162109375}, {"start": 1924.65, "end": 1925.15, "word": " هذه", "probability": 0.67724609375}, {"start": 1925.15, "end": 1926.03, "word": " هبدها", "probability": 0.6978352864583334}, {"start": 1926.03, "end": 1926.97, "word": " هل", "probability": 0.965087890625}, {"start": 1926.97, "end": 1927.25, "word": " هي", "probability": 0.939453125}, {"start": 1927.25, "end": 1928.29, "word": " كافية", "probability": 0.98291015625}, {"start": 1928.29, "end": 1928.87, "word": " ان", "probability": 0.63232421875}, {"start": 1928.87, "end": 1929.31, "word": " هي", "probability": 0.8984375}, {"start": 1929.31, "end": 1930.03, "word": " تبني", "probability": 0.9397786458333334}, {"start": 1930.03, "end": 1930.23, "word": " ..", "probability": 0.4111328125}, {"start": 1930.23, "end": 1930.71, "word": " تبني", "probability": 0.9150390625}, {"start": 1930.71, "end": 1930.89, "word": " ل", "probability": 0.1865234375}, {"start": 1930.89, "end": 1931.23, "word": " ال", "probability": 0.76611328125}, {"start": 1931.23, "end": 1931.61, "word": " rule", "probability": 0.8388671875}, {"start": 1931.61, "end": 1932.49, "word": " ولا", "probability": 0.89013671875}, {"start": 1932.49, "end": 1932.89, "word": " لأ", "probability": 0.96484375}, {"start": 1932.89, "end": 1933.53, "word": " فعشان", "probability": 0.94580078125}, {"start": 1933.53, "end": 1933.79, "word": " نقول", "probability": 0.968505859375}, {"start": 1933.79, "end": 1933.99, "word": " هذا", "probability": 0.95654296875}, {"start": 1933.99, "end": 1934.49, "word": " الكلام", "probability": 0.966796875}, {"start": 1934.49, "end": 1935.01, "word": " بدنا", "probability": 0.923828125}, {"start": 1935.01, "end": 1935.45, "word": " نحطها", "probability": 0.9716796875}, {"start": 1935.45, "end": 1935.55, "word": " في", "probability": 0.84033203125}, {"start": 1935.55, "end": 1936.03, "word": " الكيس", "probability": 0.776123046875}, {"start": 1936.03, "end": 1936.77, "word": " تبع", "probability": 0.9422200520833334}, {"start": 1936.77, "end": 1937.27, "word": " ال", "probability": 0.91015625}, {"start": 1937.27, "end": 1937.69, "word": " noun", "probability": 0.9873046875}, {"start": 1937.69, "end": 1939.53, "word": " هقول", "probability": 0.83447265625}, {"start": 1939.53, "end": 1939.93, "word": " والله", "probability": 0.905517578125}, {"start": 1939.93, "end": 1940.81, "word": " سألته", "probability": 0.9425048828125}, {"start": 1940.81, "end": 1941.69, "word": " إذا", "probability": 0.739501953125}], "temperature": 1.0}, {"id": 86, "seek": 195728, "start": 1942.72, "end": 1957.28, "text": "إذا ال object له feathers، هل هذه كافية أن أقول فإن هو beard ولا لأ؟ بس، هاي السؤال، هل كافي ولا مش كافي؟ فباجي بقول، مدام أنا أعلم أن هو feathers، بس، بحط ال feather هنا", "tokens": [28814, 15730, 2423, 2657, 46740, 27044, 12399, 8032, 1211, 29538, 9122, 31845, 10632, 14739, 5551, 39648, 6156, 28814, 1863, 31439, 17455, 49429, 5296, 10721, 22807, 4724, 3794, 12399, 8032, 47302, 21136, 33604, 6027, 12399, 8032, 1211, 9122, 31845, 1829, 49429, 37893, 9122, 31845, 1829, 22807, 6156, 3555, 26108, 1829, 4724, 39648, 12399, 3714, 3215, 10943, 41850, 5551, 3615, 19528, 14739, 31439, 27044, 12399, 4724, 3794, 12399, 4724, 5016, 9566, 2423, 25852, 34105], "avg_logprob": -0.22838185258107643, "compression_ratio": 1.622754491017964, "no_speech_prob": 1.2516975402832031e-06, "words": [{"start": 1942.72, "end": 1943.14, "word": "إذا", "probability": 0.804931640625}, {"start": 1943.14, "end": 1943.74, "word": " ال", "probability": 0.93505859375}, {"start": 1943.74, "end": 1944.2, "word": " object", "probability": 0.921875}, {"start": 1944.2, "end": 1944.54, "word": " له", "probability": 0.732421875}, {"start": 1944.54, "end": 1945.64, "word": " feathers،", "probability": 0.6177978515625}, {"start": 1945.64, "end": 1945.98, "word": " هل", "probability": 0.952880859375}, {"start": 1945.98, "end": 1946.22, "word": " هذه", "probability": 0.78955078125}, {"start": 1946.22, "end": 1946.86, "word": " كافية", "probability": 0.9677734375}, {"start": 1946.86, "end": 1947.02, "word": " أن", "probability": 0.55517578125}, {"start": 1947.02, "end": 1947.34, "word": " أقول", "probability": 0.7186279296875}, {"start": 1947.34, "end": 1947.58, "word": " فإن", "probability": 0.5414225260416666}, {"start": 1947.58, "end": 1947.8, "word": " هو", "probability": 0.90087890625}, {"start": 1947.8, "end": 1948.16, "word": " beard", "probability": 0.3134765625}, {"start": 1948.16, "end": 1948.74, "word": " ولا", "probability": 0.52001953125}, {"start": 1948.74, "end": 1949.24, "word": " لأ؟", "probability": 0.8601888020833334}, {"start": 1949.24, "end": 1949.64, "word": " بس،", "probability": 0.738037109375}, {"start": 1949.64, "end": 1949.8, "word": " هاي", "probability": 0.515625}, {"start": 1949.8, "end": 1950.52, "word": " السؤال،", "probability": 0.9180908203125}, {"start": 1950.52, "end": 1950.78, "word": " هل", "probability": 0.834228515625}, {"start": 1950.78, "end": 1951.14, "word": " كافي", "probability": 0.9640299479166666}, {"start": 1951.14, "end": 1951.44, "word": " ولا", "probability": 0.79248046875}, {"start": 1951.44, "end": 1951.6, "word": " مش", "probability": 0.97265625}, {"start": 1951.6, "end": 1952.16, "word": " كافي؟", "probability": 0.9095458984375}, {"start": 1952.16, "end": 1952.5, "word": " فباجي", "probability": 0.8514404296875}, {"start": 1952.5, "end": 1953.4, "word": " بقول،", "probability": 0.9334309895833334}, {"start": 1953.4, "end": 1953.68, "word": " مدام", "probability": 0.9072265625}, {"start": 1953.68, "end": 1953.86, "word": " أنا", "probability": 0.65625}, {"start": 1953.86, "end": 1954.46, "word": " أعلم", "probability": 0.9191080729166666}, {"start": 1954.46, "end": 1954.6, "word": " أن", "probability": 0.52294921875}, {"start": 1954.6, "end": 1954.78, "word": " هو", "probability": 0.5849609375}, {"start": 1954.78, "end": 1955.34, "word": " feathers،", "probability": 0.7327880859375}, {"start": 1955.34, "end": 1955.88, "word": " بس،", "probability": 0.95947265625}, {"start": 1955.88, "end": 1956.2, "word": " بحط", "probability": 0.9908854166666666}, {"start": 1956.2, "end": 1956.3, "word": " ال", "probability": 0.95068359375}, {"start": 1956.3, "end": 1956.6, "word": " feather", "probability": 0.859375}, {"start": 1956.6, "end": 1957.28, "word": " هنا", "probability": 0.984375}], "temperature": 1.0}, {"id": 87, "seek": 198162, "start": 1957.94, "end": 1981.62, "text": "2.8 هل هي أكبر من مجموع الباقي ال unknown ولا لأ الباقي ال unknown في عندي 0.8 plus 0.2 high one one plus 2.2 طبعا absolute عشان هيك أنا بجمج يعني 2.2 صارت 3.2 صارت 4.3 4.3", "tokens": [17, 13, 23, 8032, 1211, 39896, 5551, 4117, 26890, 9154, 3714, 7435, 2304, 45367, 29739, 995, 38436, 2423, 9841, 49429, 5296, 10721, 29739, 995, 38436, 2423, 9841, 8978, 43242, 1829, 1958, 13, 23, 1804, 1958, 13, 17, 1090, 472, 472, 1804, 568, 13, 17, 23032, 3555, 3615, 995, 8236, 6225, 8592, 7649, 39896, 4117, 41850, 4724, 7435, 2304, 7435, 37495, 22653, 568, 13, 17, 20328, 9640, 2655, 805, 13, 17, 20328, 9640, 2655, 1017, 13, 18, 1017, 13, 18], "avg_logprob": -0.20527344141155482, "compression_ratio": 1.4787878787878788, "no_speech_prob": 8.344650268554688e-07, "words": [{"start": 1957.94, "end": 1958.38, "word": "2", "probability": 0.52392578125}, {"start": 1958.38, "end": 1959.42, "word": ".8", "probability": 0.906982421875}, {"start": 1959.42, "end": 1960.08, "word": " هل", "probability": 0.6241455078125}, {"start": 1960.08, "end": 1960.18, "word": " هي", "probability": 0.9375}, {"start": 1960.18, "end": 1960.76, "word": " أكبر", "probability": 0.90478515625}, {"start": 1960.76, "end": 1961.24, "word": " من", "probability": 0.98291015625}, {"start": 1961.24, "end": 1961.8, "word": " مجموع", "probability": 0.9599609375}, {"start": 1961.8, "end": 1962.4, "word": " الباقي", "probability": 0.6207682291666666}, {"start": 1962.4, "end": 1962.52, "word": " ال", "probability": 0.90966796875}, {"start": 1962.52, "end": 1962.82, "word": " unknown", "probability": 0.52392578125}, {"start": 1962.82, "end": 1963.28, "word": " ولا", "probability": 0.77001953125}, {"start": 1963.28, "end": 1963.64, "word": " لأ", "probability": 0.930908203125}, {"start": 1963.64, "end": 1964.46, "word": " الباقي", "probability": 0.8738606770833334}, {"start": 1964.46, "end": 1964.6, "word": " ال", "probability": 0.67919921875}, {"start": 1964.6, "end": 1964.88, "word": " unknown", "probability": 0.9462890625}, {"start": 1964.88, "end": 1965.42, "word": " في", "probability": 0.65673828125}, {"start": 1965.42, "end": 1966.1, "word": " عندي", "probability": 0.5498046875}, {"start": 1966.1, "end": 1966.74, "word": " 0", "probability": 0.828125}, {"start": 1966.74, "end": 1967.44, "word": ".8", "probability": 0.991455078125}, {"start": 1967.44, "end": 1968.08, "word": " plus", "probability": 0.25390625}, {"start": 1968.08, "end": 1968.76, "word": " 0", "probability": 0.96875}, {"start": 1968.76, "end": 1969.2, "word": ".2", "probability": 0.8486328125}, {"start": 1969.2, "end": 1969.4, "word": " high", "probability": 0.20068359375}, {"start": 1969.4, "end": 1969.7, "word": " one", "probability": 0.7470703125}, {"start": 1969.7, "end": 1970.56, "word": " one", "probability": 0.75830078125}, {"start": 1970.56, "end": 1971.4, "word": " plus", "probability": 0.93408203125}, {"start": 1971.4, "end": 1972.28, "word": " 2", "probability": 0.50634765625}, {"start": 1972.28, "end": 1972.9, "word": ".2", "probability": 0.957763671875}, {"start": 1972.9, "end": 1973.2, "word": " طبعا", "probability": 0.88525390625}, {"start": 1973.2, "end": 1973.72, "word": " absolute", "probability": 0.68701171875}, {"start": 1973.72, "end": 1974.04, "word": " عشان", "probability": 0.91455078125}, {"start": 1974.04, "end": 1974.16, "word": " هيك", "probability": 0.71044921875}, {"start": 1974.16, "end": 1974.24, "word": " أنا", "probability": 0.81640625}, {"start": 1974.24, "end": 1974.7, "word": " بجمج", "probability": 0.8756103515625}, {"start": 1974.7, "end": 1975.0, "word": " يعني", "probability": 0.740234375}, {"start": 1975.0, "end": 1975.64, "word": " 2", "probability": 0.873046875}, {"start": 1975.64, "end": 1976.02, "word": ".2", "probability": 0.994873046875}, {"start": 1976.02, "end": 1976.36, "word": " صارت", "probability": 0.859375}, {"start": 1976.36, "end": 1976.72, "word": " 3", "probability": 0.97021484375}, {"start": 1976.72, "end": 1977.42, "word": ".2", "probability": 0.995361328125}, {"start": 1977.42, "end": 1978.56, "word": " صارت", "probability": 0.8904622395833334}, {"start": 1978.56, "end": 1978.88, "word": " 4", "probability": 0.970703125}, {"start": 1978.88, "end": 1979.56, "word": ".3", "probability": 0.99462890625}, {"start": 1979.56, "end": 1980.74, "word": " 4", "probability": 0.83935546875}, {"start": 1980.74, "end": 1981.62, "word": ".3", "probability": 0.98291015625}], "temperature": 1.0}, {"id": 88, "seek": 199962, "start": 1983.72, "end": 1999.62, "text": "مقابل 2.8 لأ مش أكبر معناته feathers لحالها لا تستطيع بناء rule ان ال object هو bird ان ال object bird معناته محتاج", "tokens": [2304, 4587, 16758, 1211, 568, 13, 23, 5296, 10721, 37893, 5551, 4117, 26890, 20449, 8315, 47395, 27044, 5296, 5016, 6027, 11296, 20193, 6055, 14851, 9566, 40228, 44945, 16606, 4978, 16472, 2423, 2657, 31439, 5255, 16472, 2423, 2657, 5255, 20449, 8315, 47395, 3714, 33753, 26108], "avg_logprob": -0.1914930568801032, "compression_ratio": 1.2814814814814814, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 1983.72, "end": 1984.56, "word": "مقابل", "probability": 0.9656982421875}, {"start": 1984.56, "end": 1985.02, "word": " 2", "probability": 0.72509765625}, {"start": 1985.02, "end": 1985.76, "word": ".8", "probability": 0.97802734375}, {"start": 1985.76, "end": 1986.64, "word": " لأ", "probability": 0.743408203125}, {"start": 1986.64, "end": 1986.96, "word": " مش", "probability": 0.9150390625}, {"start": 1986.96, "end": 1987.36, "word": " أكبر", "probability": 0.91845703125}, {"start": 1987.36, "end": 1988.32, "word": " معناته", "probability": 0.7212320963541666}, {"start": 1988.32, "end": 1989.02, "word": " feathers", "probability": 0.91357421875}, {"start": 1989.02, "end": 1989.66, "word": " لحالها", "probability": 0.9876708984375}, {"start": 1989.66, "end": 1990.1, "word": " لا", "probability": 0.6982421875}, {"start": 1990.1, "end": 1990.82, "word": " تستطيع", "probability": 0.9842529296875}, {"start": 1990.82, "end": 1991.46, "word": " بناء", "probability": 0.94580078125}, {"start": 1991.46, "end": 1992.66, "word": " rule", "probability": 0.86767578125}, {"start": 1992.66, "end": 1994.02, "word": " ان", "probability": 0.490478515625}, {"start": 1994.02, "end": 1994.46, "word": " ال", "probability": 0.66748046875}, {"start": 1994.46, "end": 1995.74, "word": " object", "probability": 0.93115234375}, {"start": 1995.74, "end": 1995.98, "word": " هو", "probability": 0.85302734375}, {"start": 1995.98, "end": 1996.28, "word": " bird", "probability": 0.62939453125}, {"start": 1996.28, "end": 1997.44, "word": " ان", "probability": 0.317626953125}, {"start": 1997.44, "end": 1997.56, "word": " ال", "probability": 0.97314453125}, {"start": 1997.56, "end": 1997.9, "word": " object", "probability": 0.9833984375}, {"start": 1997.9, "end": 1998.36, "word": " bird", "probability": 0.72412109375}, {"start": 1998.36, "end": 1999.02, "word": " معناته", "probability": 0.86865234375}, {"start": 1999.02, "end": 1999.62, "word": " محتاج", "probability": 0.9860026041666666}], "temperature": 1.0}, {"id": 89, "seek": 202007, "start": 2000.29, "end": 2020.07, "text": "another input مين الأكبر بعد 2.8 أكيد 2.2 اللي هو ال beak فإذا هل يكفي أنه أعرف أنه له ريش ومنقار عشان يقول هو bird؟ هنشوف فإذا بنيجي بنجمع ال noun ال noun هنا صاروا اتنين", "tokens": [282, 802, 4846, 3714, 9957, 16247, 4117, 26890, 39182, 568, 13, 23, 5551, 4117, 25708, 568, 13, 17, 13672, 1829, 31439, 2423, 48663, 6156, 28814, 15730, 8032, 1211, 7251, 4117, 41185, 14739, 3224, 5551, 3615, 28480, 14739, 3224, 46740, 12602, 1829, 8592, 4032, 27842, 4587, 9640, 6225, 8592, 7649, 7251, 39648, 31439, 5255, 22807, 8032, 1863, 8592, 38688, 6156, 28814, 15730, 44945, 1829, 7435, 1829, 44945, 7435, 2304, 3615, 2423, 23307, 2423, 23307, 34105, 20328, 9640, 14407, 1975, 2655, 1863, 9957], "avg_logprob": -0.2198932977711282, "compression_ratio": 1.4756756756756757, "no_speech_prob": 1.9788742065429688e-05, "words": [{"start": 2000.29, "end": 2000.85, "word": "another", "probability": 0.6937255859375}, {"start": 2000.85, "end": 2002.05, "word": " input", "probability": 0.97265625}, {"start": 2002.05, "end": 2002.69, "word": " مين", "probability": 0.767578125}, {"start": 2002.69, "end": 2003.35, "word": " الأكبر", "probability": 0.9638671875}, {"start": 2003.35, "end": 2004.11, "word": " بعد", "probability": 0.978515625}, {"start": 2004.11, "end": 2004.49, "word": " 2", "probability": 0.814453125}, {"start": 2004.49, "end": 2005.21, "word": ".8", "probability": 0.968017578125}, {"start": 2005.21, "end": 2006.37, "word": " أكيد", "probability": 0.79443359375}, {"start": 2006.37, "end": 2006.53, "word": " 2", "probability": 0.94775390625}, {"start": 2006.53, "end": 2007.23, "word": ".2", "probability": 0.993408203125}, {"start": 2007.23, "end": 2007.63, "word": " اللي", "probability": 0.8271484375}, {"start": 2007.63, "end": 2007.91, "word": " هو", "probability": 0.98974609375}, {"start": 2007.91, "end": 2008.43, "word": " ال", "probability": 0.9716796875}, {"start": 2008.43, "end": 2008.71, "word": " beak", "probability": 0.77197265625}, {"start": 2008.71, "end": 2009.11, "word": " فإذا", "probability": 0.81591796875}, {"start": 2009.11, "end": 2009.61, "word": " هل", "probability": 0.940673828125}, {"start": 2009.61, "end": 2009.99, "word": " يكفي", "probability": 0.9677734375}, {"start": 2009.99, "end": 2010.27, "word": " أنه", "probability": 0.727783203125}, {"start": 2010.27, "end": 2010.57, "word": " أعرف", "probability": 0.9348958333333334}, {"start": 2010.57, "end": 2010.89, "word": " أنه", "probability": 0.620849609375}, {"start": 2010.89, "end": 2011.65, "word": " له", "probability": 0.292724609375}, {"start": 2011.65, "end": 2012.05, "word": " ريش", "probability": 0.9762369791666666}, {"start": 2012.05, "end": 2012.97, "word": " ومنقار", "probability": 0.668487548828125}, {"start": 2012.97, "end": 2013.29, "word": " عشان", "probability": 0.8287760416666666}, {"start": 2013.29, "end": 2013.47, "word": " يقول", "probability": 0.98779296875}, {"start": 2013.47, "end": 2013.61, "word": " هو", "probability": 0.81005859375}, {"start": 2013.61, "end": 2014.63, "word": " bird؟", "probability": 0.3233642578125}, {"start": 2014.63, "end": 2015.17, "word": " هنشوف", "probability": 0.88427734375}, {"start": 2015.17, "end": 2015.99, "word": " فإذا", "probability": 0.81005859375}, {"start": 2015.99, "end": 2016.43, "word": " بنيجي", "probability": 0.7960205078125}, {"start": 2016.43, "end": 2017.13, "word": " بنجمع", "probability": 0.954833984375}, {"start": 2017.13, "end": 2017.89, "word": " ال", "probability": 0.89013671875}, {"start": 2017.89, "end": 2018.51, "word": " noun", "probability": 0.97705078125}, {"start": 2018.51, "end": 2019.07, "word": " ال", "probability": 0.399169921875}, {"start": 2019.07, "end": 2019.21, "word": " noun", "probability": 0.98974609375}, {"start": 2019.21, "end": 2019.39, "word": " هنا", "probability": 0.9755859375}, {"start": 2019.39, "end": 2019.73, "word": " صاروا", "probability": 0.8927408854166666}, {"start": 2019.73, "end": 2020.07, "word": " اتنين", "probability": 0.827880859375}], "temperature": 1.0}, {"id": 90, "seek": 204798, "start": 2020.8, "end": 2047.98, "text": "peak feathers اللي هي جدش بيطلع خمسة شك خمسة بيطلع مجموحهم خمسة طيب ال unknown جدش صار مجموع ال unknown هنا عندي واحد absolute برضه كمان مرة واحد و واحد اتنين فاصلة واحد تمام فإذا اه حققت اكبر من اذا ال rule تبعتنا if object", "tokens": [494, 514, 27044, 13672, 1829, 39896, 10874, 3215, 8592, 4724, 1829, 9566, 1211, 3615, 16490, 2304, 3794, 3660, 13412, 4117, 16490, 2304, 3794, 3660, 4724, 1829, 9566, 1211, 3615, 3714, 7435, 2304, 2407, 5016, 16095, 16490, 2304, 3794, 3660, 23032, 1829, 3555, 2423, 9841, 10874, 3215, 8592, 20328, 9640, 3714, 7435, 2304, 45367, 2423, 9841, 34105, 18871, 16254, 36764, 24401, 8236, 4724, 43042, 3224, 9122, 2304, 7649, 3714, 25720, 36764, 24401, 4032, 36764, 24401, 1975, 2655, 1863, 9957, 6156, 33546, 37977, 36764, 24401, 46811, 10943, 6156, 28814, 15730, 1975, 3224, 11331, 4587, 38149, 1975, 4117, 26890, 9154, 1975, 15730, 2423, 4978, 6055, 3555, 34268, 8315, 498, 2657], "avg_logprob": -0.1665219932242676, "compression_ratio": 1.6807511737089202, "no_speech_prob": 0.0, "words": [{"start": 2020.8, "end": 2021.3, "word": "peak", "probability": 0.5948486328125}, {"start": 2021.3, "end": 2021.98, "word": " feathers", "probability": 0.94091796875}, {"start": 2021.98, "end": 2022.48, "word": " اللي", "probability": 0.58642578125}, {"start": 2022.48, "end": 2022.74, "word": " هي", "probability": 0.7763671875}, {"start": 2022.74, "end": 2023.08, "word": " جدش", "probability": 0.8219401041666666}, {"start": 2023.08, "end": 2023.5, "word": " بيطلع", "probability": 0.815576171875}, {"start": 2023.5, "end": 2025.44, "word": " خمسة", "probability": 0.941650390625}, {"start": 2025.44, "end": 2026.02, "word": " شك", "probability": 0.41278076171875}, {"start": 2026.02, "end": 2027.08, "word": " خمسة", "probability": 0.84588623046875}, {"start": 2027.08, "end": 2027.84, "word": " بيطلع", "probability": 0.87705078125}, {"start": 2027.84, "end": 2028.3, "word": " مجموحهم", "probability": 0.8910319010416666}, {"start": 2028.3, "end": 2028.84, "word": " خمسة", "probability": 0.9862060546875}, {"start": 2028.84, "end": 2029.4, "word": " طيب", "probability": 0.9088541666666666}, {"start": 2029.4, "end": 2029.64, "word": " ال", "probability": 0.96875}, {"start": 2029.64, "end": 2030.04, "word": " unknown", "probability": 0.51025390625}, {"start": 2030.04, "end": 2030.76, "word": " جدش", "probability": 0.9775390625}, {"start": 2030.76, "end": 2030.98, "word": " صار", "probability": 0.97998046875}, {"start": 2030.98, "end": 2031.32, "word": " مجموع", "probability": 0.919189453125}, {"start": 2031.32, "end": 2031.42, "word": " ال", "probability": 0.97021484375}, {"start": 2031.42, "end": 2031.74, "word": " unknown", "probability": 0.93359375}, {"start": 2031.74, "end": 2032.18, "word": " هنا", "probability": 0.8544921875}, {"start": 2032.18, "end": 2032.48, "word": " عندي", "probability": 0.89208984375}, {"start": 2032.48, "end": 2033.04, "word": " واحد", "probability": 0.96826171875}, {"start": 2033.04, "end": 2034.5, "word": " absolute", "probability": 0.6787109375}, {"start": 2034.5, "end": 2034.88, "word": " برضه", "probability": 0.9386393229166666}, {"start": 2034.88, "end": 2035.12, "word": " كمان", "probability": 0.978515625}, {"start": 2035.12, "end": 2035.4, "word": " مرة", "probability": 0.991943359375}, {"start": 2035.4, "end": 2036.34, "word": " واحد", "probability": 0.968505859375}, {"start": 2036.34, "end": 2037.26, "word": " و", "probability": 0.81201171875}, {"start": 2037.26, "end": 2039.34, "word": " واحد", "probability": 0.748046875}, {"start": 2039.34, "end": 2039.74, "word": " اتنين", "probability": 0.9752197265625}, {"start": 2039.74, "end": 2040.06, "word": " فاصلة", "probability": 0.9163411458333334}, {"start": 2040.06, "end": 2040.52, "word": " واحد", "probability": 0.975341796875}, {"start": 2040.52, "end": 2043.04, "word": " تمام", "probability": 0.893798828125}, {"start": 2043.04, "end": 2043.44, "word": " فإذا", "probability": 0.7379557291666666}, {"start": 2043.44, "end": 2043.72, "word": " اه", "probability": 0.7783203125}, {"start": 2043.72, "end": 2044.24, "word": " حققت", "probability": 0.9422200520833334}, {"start": 2044.24, "end": 2044.54, "word": " اكبر", "probability": 0.8567708333333334}, {"start": 2044.54, "end": 2044.74, "word": " من", "probability": 0.9833984375}, {"start": 2044.74, "end": 2045.34, "word": " اذا", "probability": 0.629150390625}, {"start": 2045.34, "end": 2045.58, "word": " ال", "probability": 0.94091796875}, {"start": 2045.58, "end": 2045.84, "word": " rule", "probability": 0.83154296875}, {"start": 2045.84, "end": 2046.6, "word": " تبعتنا", "probability": 0.9747314453125}, {"start": 2046.6, "end": 2047.46, "word": " if", "probability": 0.91259765625}, {"start": 2047.46, "end": 2047.98, "word": " object", "probability": 0.98486328125}], "temperature": 1.0}, {"id": 91, "seek": 207634, "start": 2049.78, "end": 2076.34, "text": "has a beak and object has feathers then the object is bird خلصنا هاي ال rule انبنت هاي كل الحسابات و العملية اللي اشتغلناها بدأنا ب a noun لأعلى قيمة فيهم اللي هي feathers", "tokens": [12438, 257, 48663, 293, 2657, 575, 27044, 550, 264, 2657, 307, 5255, 16490, 1211, 9381, 8315, 8032, 47302, 2423, 4978, 16472, 3555, 29399, 8032, 47302, 28242, 21542, 3794, 16758, 9307, 4032, 18863, 42213, 10632, 13672, 1829, 1975, 8592, 2655, 17082, 1211, 8315, 11296, 47525, 10721, 8315, 4724, 257, 23307, 5296, 10721, 3615, 23942, 12174, 32640, 3660, 8978, 16095, 13672, 1829, 39896, 27044], "avg_logprob": -0.17795138415836154, "compression_ratio": 1.4497041420118344, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2049.78, "end": 2050.92, "word": "has", "probability": 0.250244140625}, {"start": 2050.92, "end": 2052.06, "word": " a", "probability": 0.9765625}, {"start": 2052.06, "end": 2052.42, "word": " beak", "probability": 0.98779296875}, {"start": 2052.42, "end": 2053.44, "word": " and", "probability": 0.9208984375}, {"start": 2053.44, "end": 2055.36, "word": " object", "probability": 0.67626953125}, {"start": 2055.36, "end": 2056.6, "word": " has", "probability": 0.947265625}, {"start": 2056.6, "end": 2060.16, "word": " feathers", "probability": 0.86669921875}, {"start": 2060.16, "end": 2061.34, "word": " then", "probability": 0.73486328125}, {"start": 2061.34, "end": 2061.9, "word": " the", "probability": 0.79443359375}, {"start": 2061.9, "end": 2062.34, "word": " object", "probability": 0.96923828125}, {"start": 2062.34, "end": 2062.74, "word": " is", "probability": 0.9609375}, {"start": 2062.74, "end": 2063.34, "word": " bird", "probability": 0.244384765625}, {"start": 2063.34, "end": 2064.5, "word": " خلصنا", "probability": 0.9644775390625}, {"start": 2064.5, "end": 2064.96, "word": " هاي", "probability": 0.6060791015625}, {"start": 2064.96, "end": 2065.46, "word": " ال", "probability": 0.96923828125}, {"start": 2065.46, "end": 2065.7, "word": " rule", "probability": 0.7978515625}, {"start": 2065.7, "end": 2066.28, "word": " انبنت", "probability": 0.76171875}, {"start": 2066.28, "end": 2067.44, "word": " هاي", "probability": 0.769287109375}, {"start": 2067.44, "end": 2067.7, "word": " كل", "probability": 0.98486328125}, {"start": 2067.7, "end": 2068.3, "word": " الحسابات", "probability": 0.98291015625}, {"start": 2068.3, "end": 2068.72, "word": " و", "probability": 0.62158203125}, {"start": 2068.72, "end": 2069.28, "word": " العملية", "probability": 0.974609375}, {"start": 2069.28, "end": 2070.02, "word": " اللي", "probability": 0.871826171875}, {"start": 2070.02, "end": 2070.98, "word": " اشتغلناها", "probability": 0.9600306919642857}, {"start": 2070.98, "end": 2071.92, "word": " بدأنا", "probability": 0.97607421875}, {"start": 2071.92, "end": 2073.18, "word": " ب", "probability": 0.8466796875}, {"start": 2073.18, "end": 2073.4, "word": " a", "probability": 0.310791015625}, {"start": 2073.4, "end": 2073.72, "word": " noun", "probability": 0.9560546875}, {"start": 2073.72, "end": 2074.86, "word": " لأعلى", "probability": 0.9134521484375}, {"start": 2074.86, "end": 2075.2, "word": " قيمة", "probability": 0.98876953125}, {"start": 2075.2, "end": 2075.44, "word": " فيهم", "probability": 0.978515625}, {"start": 2075.44, "end": 2075.58, "word": " اللي", "probability": 0.787841796875}, {"start": 2075.58, "end": 2075.92, "word": " هي", "probability": 0.83251953125}, {"start": 2075.92, "end": 2076.34, "word": " feathers", "probability": 0.96728515625}], "temperature": 1.0}, {"id": 92, "seek": 210557, "start": 2078.39, "end": 2105.57, "text": "2.8 مقابل ال unknown كانت 4.3 زي ما قلنا ف ال noun أقل من ال unknown ماقدرش أبني ال rule تبعتي على معلومة واحدة مضطر أخد المعلومة ال most significant input التالية ال most significant input التانية اللي بعدها هي الأكبر absolute فيهم حتى لو بالسالب حتى لو إيش بالسالب لأن السالب هنا إيش معناه معناه أنه لا يملك", "tokens": [17, 13, 23, 3714, 4587, 16758, 1211, 2423, 9841, 25961, 2655, 1017, 13, 18, 30767, 1829, 19446, 12174, 1211, 8315, 6156, 2423, 23307, 5551, 4587, 1211, 9154, 2423, 9841, 19446, 28543, 2288, 8592, 5551, 3555, 22653, 2423, 4978, 6055, 3555, 3615, 31371, 15844, 20449, 1211, 20498, 3660, 36764, 24401, 3660, 3714, 11242, 9566, 2288, 5551, 9778, 3215, 9673, 30241, 20498, 3660, 2423, 881, 4776, 4846, 16712, 6027, 10632, 2423, 881, 4776, 4846, 16712, 7649, 10632, 13672, 1829, 39182, 11296, 39896, 16247, 4117, 26890, 8236, 8978, 16095, 11331, 49975, 45164, 20666, 3794, 6027, 3555, 11331, 49975, 45164, 11933, 1829, 8592, 20666, 3794, 6027, 3555, 5296, 33456, 21136, 6027, 3555, 34105, 11933, 1829, 8592, 20449, 8315, 3224, 20449, 8315, 3224, 14739, 3224, 20193, 7251, 2304, 23275], "avg_logprob": -0.12862500667572022, "compression_ratio": 1.875968992248062, "no_speech_prob": 2.562999725341797e-06, "words": [{"start": 2078.39, "end": 2078.61, "word": "2", "probability": 0.599609375}, {"start": 2078.61, "end": 2079.25, "word": ".8", "probability": 0.975341796875}, {"start": 2079.25, "end": 2079.85, "word": " مقابل", "probability": 0.9501953125}, {"start": 2079.85, "end": 2079.97, "word": " ال", "probability": 0.95556640625}, {"start": 2079.97, "end": 2080.25, "word": " unknown", "probability": 0.619140625}, {"start": 2080.25, "end": 2081.13, "word": " كانت", "probability": 0.94921875}, {"start": 2081.13, "end": 2081.57, "word": " 4", "probability": 0.94775390625}, {"start": 2081.57, "end": 2082.53, "word": ".3", "probability": 0.992919921875}, {"start": 2082.53, "end": 2082.73, "word": " زي", "probability": 0.794921875}, {"start": 2082.73, "end": 2082.81, "word": " ما", "probability": 0.9453125}, {"start": 2082.81, "end": 2083.13, "word": " قلنا", "probability": 0.8527018229166666}, {"start": 2083.13, "end": 2083.67, "word": " ف", "probability": 0.7333984375}, {"start": 2083.67, "end": 2084.33, "word": " ال", "probability": 0.728515625}, {"start": 2084.33, "end": 2084.77, "word": " noun", "probability": 0.82275390625}, {"start": 2084.77, "end": 2085.09, "word": " أقل", "probability": 0.9381510416666666}, {"start": 2085.09, "end": 2085.21, "word": " من", "probability": 0.99365234375}, {"start": 2085.21, "end": 2085.29, "word": " ال", "probability": 0.97802734375}, {"start": 2085.29, "end": 2085.55, "word": " unknown", "probability": 0.94384765625}, {"start": 2085.55, "end": 2086.01, "word": " ماقدرش", "probability": 0.73260498046875}, {"start": 2086.01, "end": 2086.41, "word": " أبني", "probability": 0.8649088541666666}, {"start": 2086.41, "end": 2086.85, "word": " ال", "probability": 0.974609375}, {"start": 2086.85, "end": 2086.99, "word": " rule", "probability": 0.86328125}, {"start": 2086.99, "end": 2087.35, "word": " تبعتي", "probability": 0.8978271484375}, {"start": 2087.35, "end": 2087.49, "word": " على", "probability": 0.87158203125}, {"start": 2087.49, "end": 2087.89, "word": " معلومة", "probability": 0.9849853515625}, {"start": 2087.89, "end": 2088.31, "word": " واحدة", "probability": 0.98486328125}, {"start": 2088.31, "end": 2088.81, "word": " مضطر", "probability": 0.93310546875}, {"start": 2088.81, "end": 2089.07, "word": " أخد", "probability": 0.9275716145833334}, {"start": 2089.07, "end": 2089.87, "word": " المعلومة", "probability": 0.9415283203125}, {"start": 2089.87, "end": 2090.09, "word": " ال", "probability": 0.6943359375}, {"start": 2090.09, "end": 2090.63, "word": " most", "probability": 0.79833984375}, {"start": 2090.63, "end": 2091.23, "word": " significant", "probability": 0.8291015625}, {"start": 2091.23, "end": 2092.75, "word": " input", "probability": 0.9619140625}, {"start": 2092.75, "end": 2093.87, "word": " التالية", "probability": 0.8590494791666666}, {"start": 2093.87, "end": 2094.45, "word": " ال", "probability": 0.8251953125}, {"start": 2094.45, "end": 2094.65, "word": " most", "probability": 0.86083984375}, {"start": 2094.65, "end": 2095.13, "word": " significant", "probability": 0.857421875}, {"start": 2095.13, "end": 2095.43, "word": " input", "probability": 0.98779296875}, {"start": 2095.43, "end": 2096.05, "word": " التانية", "probability": 0.9884440104166666}, {"start": 2096.05, "end": 2096.57, "word": " اللي", "probability": 0.956298828125}, {"start": 2096.57, "end": 2096.93, "word": " بعدها", "probability": 0.677490234375}, {"start": 2096.93, "end": 2097.09, "word": " هي", "probability": 0.9619140625}, {"start": 2097.09, "end": 2097.63, "word": " الأكبر", "probability": 0.9889322916666666}, {"start": 2097.63, "end": 2098.07, "word": " absolute", "probability": 0.9501953125}, {"start": 2098.07, "end": 2098.57, "word": " فيهم", "probability": 0.984130859375}, {"start": 2098.57, "end": 2099.55, "word": " حتى", "probability": 0.9443359375}, {"start": 2099.55, "end": 2099.77, "word": " لو", "probability": 0.99462890625}, {"start": 2099.77, "end": 2100.55, "word": " بالسالب", "probability": 0.8125}, {"start": 2100.55, "end": 2101.61, "word": " حتى", "probability": 0.886474609375}, {"start": 2101.61, "end": 2101.77, "word": " لو", "probability": 0.99365234375}, {"start": 2101.77, "end": 2101.97, "word": " إيش", "probability": 0.775390625}, {"start": 2101.97, "end": 2102.39, "word": " بالسالب", "probability": 0.9591064453125}, {"start": 2102.39, "end": 2102.61, "word": " لأن", "probability": 0.6875}, {"start": 2102.61, "end": 2102.99, "word": " السالب", "probability": 0.9114583333333334}, {"start": 2102.99, "end": 2103.13, "word": " هنا", "probability": 0.9736328125}, {"start": 2103.13, "end": 2103.27, "word": " إيش", "probability": 0.9466145833333334}, {"start": 2103.27, "end": 2103.71, "word": " معناه", "probability": 0.9889322916666666}, {"start": 2103.71, "end": 2104.21, "word": " معناه", "probability": 0.8328450520833334}, {"start": 2104.21, "end": 2104.57, "word": " أنه", "probability": 0.77685546875}, {"start": 2104.57, "end": 2104.91, "word": " لا", "probability": 0.9208984375}, {"start": 2104.91, "end": 2105.57, "word": " يملك", "probability": 0.828125}], "temperature": 1.0}, {"id": 93, "seek": 211063, "start": 2106.37, "end": 2110.63, "text": "صحيح فإذا كل ال rule بتصير إذا لا يملك كذا إذا هو كذا", "tokens": [9381, 5016, 1829, 5016, 6156, 28814, 15730, 28242, 2423, 4978, 39894, 9381, 13546, 11933, 15730, 20193, 7251, 2304, 23275, 9122, 15730, 11933, 15730, 31439, 9122, 15730], "avg_logprob": -0.09881365409603825, "compression_ratio": 1.2, "no_speech_prob": 0.0, "words": [{"start": 2106.37, "end": 2106.97, "word": "صحيح", "probability": 0.9818115234375}, {"start": 2106.97, "end": 2107.39, "word": " فإذا", "probability": 0.74755859375}, {"start": 2107.39, "end": 2107.65, "word": " كل", "probability": 0.9189453125}, {"start": 2107.65, "end": 2107.77, "word": " ال", "probability": 0.96337890625}, {"start": 2107.77, "end": 2107.89, "word": " rule", "probability": 0.67041015625}, {"start": 2107.89, "end": 2108.27, "word": " بتصير", "probability": 0.97412109375}, {"start": 2108.27, "end": 2108.47, "word": " إذا", "probability": 0.9267578125}, {"start": 2108.47, "end": 2108.63, "word": " لا", "probability": 0.9189453125}, {"start": 2108.63, "end": 2109.07, "word": " يملك", "probability": 0.9241536458333334}, {"start": 2109.07, "end": 2109.49, "word": " كذا", "probability": 0.97021484375}, {"start": 2109.49, "end": 2110.13, "word": " إذا", "probability": 0.841796875}, {"start": 2110.13, "end": 2110.31, "word": " هو", "probability": 0.990234375}, {"start": 2110.31, "end": 2110.63, "word": " كذا", "probability": 0.982666015625}], "temperature": 1.0}, {"id": 94, "seek": 213758, "start": 2111.26, "end": 2137.58, "text": "مش شايف؟ فإذا حتى لو ال absolute بال negative بتعامل معاه برضه بتعامل معاه الآن صار عندي knowledge او fondate input جديد هو ال peak فصار عندي اتنين اتنين فاصلة تمانية تاعة ال feathers و two point two تاعة ال peak صار عندي مجموع خمسة زي ما احنا هاي خمسة و مجموع ال unknown two point one فإذا هنا صار ال noun أكبر من ال unknown ف conclude bird is true", "tokens": [2304, 8592, 13412, 995, 33911, 22807, 6156, 28814, 15730, 11331, 49975, 45164, 2423, 8236, 20666, 3671, 39894, 3615, 10943, 1211, 20449, 40294, 4724, 43042, 3224, 39894, 3615, 10943, 1211, 20449, 40294, 6024, 48506, 20328, 9640, 18871, 16254, 3601, 1975, 2407, 9557, 473, 4846, 10874, 16254, 3215, 31439, 2423, 10651, 6156, 9381, 9640, 18871, 16254, 1975, 2655, 1863, 9957, 1975, 2655, 1863, 9957, 6156, 33546, 37977, 46811, 7649, 10632, 6055, 995, 27884, 2423, 27044, 4032, 732, 935, 732, 6055, 995, 27884, 2423, 10651, 20328, 9640, 18871, 16254, 3714, 7435, 2304, 45367, 16490, 2304, 3794, 3660, 30767, 1829, 19446, 1975, 5016, 8315, 8032, 47302, 16490, 2304, 3794, 3660, 4032, 3714, 7435, 2304, 45367, 2423, 9841, 732, 935, 472, 6156, 28814, 15730, 34105, 20328, 9640, 2423, 23307, 5551, 4117, 26890, 9154, 2423, 9841, 6156, 16886, 5255, 307, 2074], "avg_logprob": -0.17313878599773436, "compression_ratio": 1.8333333333333333, "no_speech_prob": 5.960464477539062e-07, "words": [{"start": 2111.26, "end": 2111.54, "word": "مش", "probability": 0.91162109375}, {"start": 2111.54, "end": 2112.08, "word": " شايف؟", "probability": 0.6029052734375}, {"start": 2112.08, "end": 2112.32, "word": " فإذا", "probability": 0.8831380208333334}, {"start": 2112.32, "end": 2112.9, "word": " حتى", "probability": 0.954345703125}, {"start": 2112.9, "end": 2113.3, "word": " لو", "probability": 0.98779296875}, {"start": 2113.3, "end": 2113.44, "word": " ال", "probability": 0.83251953125}, {"start": 2113.44, "end": 2113.84, "word": " absolute", "probability": 0.84375}, {"start": 2113.84, "end": 2114.48, "word": " بال", "probability": 0.96142578125}, {"start": 2114.48, "end": 2114.92, "word": " negative", "probability": 0.8994140625}, {"start": 2114.92, "end": 2115.48, "word": " بتعامل", "probability": 0.9302978515625}, {"start": 2115.48, "end": 2115.74, "word": " معاه", "probability": 0.978759765625}, {"start": 2115.74, "end": 2116.08, "word": " برضه", "probability": 0.9762369791666666}, {"start": 2116.08, "end": 2116.6, "word": " بتعامل", "probability": 0.799468994140625}, {"start": 2116.6, "end": 2116.88, "word": " معاه", "probability": 0.986083984375}, {"start": 2116.88, "end": 2117.68, "word": " الآن", "probability": 0.5997314453125}, {"start": 2117.68, "end": 2117.9, "word": " صار", "probability": 0.98828125}, {"start": 2117.9, "end": 2118.26, "word": " عندي", "probability": 0.759521484375}, {"start": 2118.26, "end": 2118.9, "word": " knowledge", "probability": 0.9033203125}, {"start": 2118.9, "end": 2119.62, "word": " او", "probability": 0.73095703125}, {"start": 2119.62, "end": 2120.06, "word": " fondate", "probability": 0.248260498046875}, {"start": 2120.06, "end": 2120.38, "word": " input", "probability": 0.72900390625}, {"start": 2120.38, "end": 2120.82, "word": " جديد", "probability": 0.9737955729166666}, {"start": 2120.82, "end": 2120.94, "word": " هو", "probability": 0.9365234375}, {"start": 2120.94, "end": 2121.06, "word": " ال", "probability": 0.9853515625}, {"start": 2121.06, "end": 2121.32, "word": " peak", "probability": 0.59814453125}, {"start": 2121.32, "end": 2122.04, "word": " فصار", "probability": 0.9685872395833334}, {"start": 2122.04, "end": 2122.22, "word": " عندي", "probability": 0.87158203125}, {"start": 2122.22, "end": 2122.62, "word": " اتنين", "probability": 0.8160400390625}, {"start": 2122.62, "end": 2123.66, "word": " اتنين", "probability": 0.9097900390625}, {"start": 2123.66, "end": 2123.98, "word": " فاصلة", "probability": 0.9025065104166666}, {"start": 2123.98, "end": 2124.38, "word": " تمانية", "probability": 0.97705078125}, {"start": 2124.38, "end": 2124.56, "word": " تاعة", "probability": 0.689453125}, {"start": 2124.56, "end": 2124.68, "word": " ال", "probability": 0.78076171875}, {"start": 2124.68, "end": 2125.08, "word": " feathers", "probability": 0.9677734375}, {"start": 2125.08, "end": 2125.68, "word": " و", "probability": 0.9833984375}, {"start": 2125.68, "end": 2126.08, "word": " two", "probability": 0.7490234375}, {"start": 2126.08, "end": 2126.32, "word": " point", "probability": 0.95458984375}, {"start": 2126.32, "end": 2126.7, "word": " two", "probability": 0.953125}, {"start": 2126.7, "end": 2127.08, "word": " تاعة", "probability": 0.9280598958333334}, {"start": 2127.08, "end": 2127.26, "word": " ال", "probability": 0.98974609375}, {"start": 2127.26, "end": 2127.58, "word": " peak", "probability": 0.91162109375}, {"start": 2127.58, "end": 2128.08, "word": " صار", "probability": 0.963623046875}, {"start": 2128.08, "end": 2128.26, "word": " عندي", "probability": 0.962158203125}, {"start": 2128.26, "end": 2128.52, "word": " مجموع", "probability": 0.87139892578125}, {"start": 2128.52, "end": 2128.86, "word": " خمسة", "probability": 0.97802734375}, {"start": 2128.86, "end": 2128.98, "word": " زي", "probability": 0.918212890625}, {"start": 2128.98, "end": 2129.02, "word": " ما", "probability": 0.95361328125}, {"start": 2129.02, "end": 2129.12, "word": " احنا", "probability": 0.83544921875}, {"start": 2129.12, "end": 2129.26, "word": " هاي", "probability": 0.5528564453125}, {"start": 2129.26, "end": 2129.92, "word": " خمسة", "probability": 0.9810791015625}, {"start": 2129.92, "end": 2130.24, "word": " و", "probability": 0.9853515625}, {"start": 2130.24, "end": 2130.66, "word": " مجموع", "probability": 0.9222412109375}, {"start": 2130.66, "end": 2130.78, "word": " ال", "probability": 0.98193359375}, {"start": 2130.78, "end": 2131.02, "word": " unknown", "probability": 0.76953125}, {"start": 2131.02, "end": 2131.26, "word": " two", "probability": 0.82470703125}, {"start": 2131.26, "end": 2131.64, "word": " point", "probability": 0.96484375}, {"start": 2131.64, "end": 2132.12, "word": " one", "probability": 0.958984375}, {"start": 2132.12, "end": 2132.82, "word": " فإذا", "probability": 0.95166015625}, {"start": 2132.82, "end": 2133.44, "word": " هنا", "probability": 0.97216796875}, {"start": 2133.44, "end": 2133.7, "word": " صار", "probability": 0.978759765625}, {"start": 2133.7, "end": 2133.82, "word": " ال", "probability": 0.69970703125}, {"start": 2133.82, "end": 2134.06, "word": " noun", "probability": 0.98046875}, {"start": 2134.06, "end": 2134.48, "word": " أكبر", "probability": 0.9425455729166666}, {"start": 2134.48, "end": 2134.6, "word": " من", "probability": 0.96875}, {"start": 2134.6, "end": 2134.66, "word": " ال", "probability": 0.962890625}, {"start": 2134.66, "end": 2134.98, "word": " unknown", "probability": 0.962890625}, {"start": 2134.98, "end": 2135.54, "word": " ف", "probability": 0.9599609375}, {"start": 2135.54, "end": 2136.26, "word": " conclude", "probability": 0.876953125}, {"start": 2136.26, "end": 2136.86, "word": " bird", "probability": 0.85546875}, {"start": 2136.86, "end": 2137.16, "word": " is", "probability": 0.9736328125}, {"start": 2137.16, "end": 2137.58, "word": " true", "probability": 0.98583984375}], "temperature": 1.0}, {"id": 95, "seek": 214892, "start": 2138.77, "end": 2148.93, "text": "إذا اتحققوا الاتنين هدول فبدنا هينها بدنا ال rule بدون ما احتاج ل human expert بدون ما نحتاج ل human expert تمام", "tokens": [28814, 15730, 1975, 2655, 5016, 4587, 4587, 14407, 2423, 9307, 1863, 9957, 8032, 3215, 12610, 6156, 44510, 8315, 8032, 9957, 11296, 47525, 8315, 2423, 4978, 47525, 11536, 19446, 1975, 33753, 26108, 5296, 1952, 5844, 47525, 11536, 19446, 8717, 33753, 26108, 5296, 1952, 5844, 46811, 10943], "avg_logprob": -0.2994225433339243, "compression_ratio": 1.5526315789473684, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2138.77, "end": 2139.03, "word": "إذا", "probability": 0.6536865234375}, {"start": 2139.03, "end": 2139.51, "word": " اتحققوا", "probability": 0.8245035807291666}, {"start": 2139.51, "end": 2139.79, "word": " الاتنين", "probability": 0.76458740234375}, {"start": 2139.79, "end": 2140.09, "word": " هدول", "probability": 0.6881510416666666}, {"start": 2140.09, "end": 2141.09, "word": " فبدنا", "probability": 0.7265625}, {"start": 2141.09, "end": 2141.71, "word": " هينها", "probability": 0.71435546875}, {"start": 2141.71, "end": 2142.31, "word": " بدنا", "probability": 0.7587890625}, {"start": 2142.31, "end": 2142.95, "word": " ال", "probability": 0.97900390625}, {"start": 2142.95, "end": 2143.57, "word": " rule", "probability": 0.463134765625}, {"start": 2143.57, "end": 2143.99, "word": " بدون", "probability": 0.9814453125}, {"start": 2143.99, "end": 2144.05, "word": " ما", "probability": 0.7373046875}, {"start": 2144.05, "end": 2144.73, "word": " احتاج", "probability": 0.8395182291666666}, {"start": 2144.73, "end": 2145.31, "word": " ل", "probability": 0.469970703125}, {"start": 2145.31, "end": 2146.11, "word": " human", "probability": 0.91064453125}, {"start": 2146.11, "end": 2146.63, "word": " expert", "probability": 0.92041015625}, {"start": 2146.63, "end": 2146.99, "word": " بدون", "probability": 0.89892578125}, {"start": 2146.99, "end": 2147.05, "word": " ما", "probability": 0.92333984375}, {"start": 2147.05, "end": 2147.39, "word": " نحتاج", "probability": 0.8424479166666666}, {"start": 2147.39, "end": 2147.49, "word": " ل", "probability": 0.35498046875}, {"start": 2147.49, "end": 2147.69, "word": " human", "probability": 0.818359375}, {"start": 2147.69, "end": 2148.11, "word": " expert", "probability": 0.94091796875}, {"start": 2148.11, "end": 2148.93, "word": " تمام", "probability": 0.94189453125}], "temperature": 1.0}, {"id": 96, "seek": 217083, "start": 2150.49, "end": 2170.83, "text": "الكلام هذا مناسب جدا وهين خلصناه و بتقدر تعمل training بحيث انه دائما لما بتعطي ال bird و بتعطي كل معلومات ال bird تدرب الشبكة تبعتك انه دائما يطلع bird و يطلع و مايكونش لا plane ولا glider و بتدرب الكلام هذا و بتعطي features لا ل plane", "tokens": [6027, 28820, 10943, 23758, 3714, 8315, 35457, 10874, 28259, 37037, 9957, 16490, 1211, 9381, 8315, 3224, 4032, 39894, 28543, 2288, 6055, 25957, 1211, 3097, 4724, 5016, 1829, 12984, 16472, 3224, 11778, 16373, 15042, 5296, 15042, 39894, 3615, 9566, 1829, 2423, 5255, 4032, 39894, 3615, 9566, 1829, 28242, 20449, 1211, 20498, 9307, 2423, 5255, 6055, 3215, 25513, 25124, 3555, 4117, 3660, 6055, 3555, 34268, 4117, 16472, 3224, 11778, 16373, 15042, 7251, 9566, 1211, 3615, 5255, 4032, 7251, 9566, 1211, 3615, 4032, 19446, 1829, 30544, 8592, 20193, 5720, 49429, 1563, 1438, 4032, 39894, 3215, 25513, 2423, 28820, 10943, 23758, 4032, 39894, 3615, 9566, 1829, 4122, 20193, 5296, 5720], "avg_logprob": -0.190274532431754, "compression_ratio": 1.8056872037914693, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2150.4900000000002, "end": 2151.21, "word": "الكلام", "probability": 0.8885091145833334}, {"start": 2151.21, "end": 2151.35, "word": " هذا", "probability": 0.5615234375}, {"start": 2151.35, "end": 2151.85, "word": " مناسب", "probability": 0.8819986979166666}, {"start": 2151.85, "end": 2152.21, "word": " جدا", "probability": 0.9873046875}, {"start": 2152.21, "end": 2152.55, "word": " وهين", "probability": 0.4345703125}, {"start": 2152.55, "end": 2153.33, "word": " خلصناه", "probability": 0.9666015625}, {"start": 2153.33, "end": 2153.43, "word": " و", "probability": 0.478759765625}, {"start": 2153.43, "end": 2153.75, "word": " بتقدر", "probability": 0.85693359375}, {"start": 2153.75, "end": 2153.97, "word": " تعمل", "probability": 0.91748046875}, {"start": 2153.97, "end": 2154.41, "word": " training", "probability": 0.6298828125}, {"start": 2154.41, "end": 2154.77, "word": " بحيث", "probability": 0.946044921875}, {"start": 2154.77, "end": 2154.97, "word": " انه", "probability": 0.734375}, {"start": 2154.97, "end": 2155.41, "word": " دائما", "probability": 0.9051106770833334}, {"start": 2155.41, "end": 2156.17, "word": " لما", "probability": 0.84521484375}, {"start": 2156.17, "end": 2156.71, "word": " بتعطي", "probability": 0.9617919921875}, {"start": 2156.71, "end": 2157.53, "word": " ال", "probability": 0.15869140625}, {"start": 2157.53, "end": 2158.69, "word": " bird", "probability": 0.52294921875}, {"start": 2158.69, "end": 2159.07, "word": " و", "probability": 0.7744140625}, {"start": 2159.07, "end": 2159.45, "word": " بتعطي", "probability": 0.9583740234375}, {"start": 2159.45, "end": 2159.83, "word": " كل", "probability": 0.94384765625}, {"start": 2159.83, "end": 2160.49, "word": " معلومات", "probability": 0.9473876953125}, {"start": 2160.49, "end": 2160.63, "word": " ال", "probability": 0.9833984375}, {"start": 2160.63, "end": 2161.01, "word": " bird", "probability": 0.916015625}, {"start": 2161.01, "end": 2162.31, "word": " تدرب", "probability": 0.8723958333333334}, {"start": 2162.31, "end": 2162.79, "word": " الشبكة", "probability": 0.9317626953125}, {"start": 2162.79, "end": 2163.17, "word": " تبعتك", "probability": 0.8404541015625}, {"start": 2163.17, "end": 2163.33, "word": " انه", "probability": 0.841064453125}, {"start": 2163.33, "end": 2163.57, "word": " دائما", "probability": 0.643798828125}, {"start": 2163.57, "end": 2163.91, "word": " يطلع", "probability": 0.9739990234375}, {"start": 2163.91, "end": 2164.27, "word": " bird", "probability": 0.7998046875}, {"start": 2164.27, "end": 2164.43, "word": " و", "probability": 0.95361328125}, {"start": 2164.43, "end": 2164.81, "word": " يطلع", "probability": 0.93505859375}, {"start": 2164.81, "end": 2165.07, "word": " و", "probability": 0.890625}, {"start": 2165.07, "end": 2165.45, "word": " مايكونش", "probability": 0.7994384765625}, {"start": 2165.45, "end": 2165.63, "word": " لا", "probability": 0.88671875}, {"start": 2165.63, "end": 2165.97, "word": " plane", "probability": 0.88232421875}, {"start": 2165.97, "end": 2166.29, "word": " ولا", "probability": 0.95849609375}, {"start": 2166.29, "end": 2167.31, "word": " glider", "probability": 0.842529296875}, {"start": 2167.31, "end": 2167.89, "word": " و", "probability": 0.677734375}, {"start": 2167.89, "end": 2168.45, "word": " بتدرب", "probability": 0.9200846354166666}, {"start": 2168.45, "end": 2168.77, "word": " الكلام", "probability": 0.92431640625}, {"start": 2168.77, "end": 2168.89, "word": " هذا", "probability": 0.79833984375}, {"start": 2168.89, "end": 2168.99, "word": " و", "probability": 0.7216796875}, {"start": 2168.99, "end": 2169.29, "word": " بتعطي", "probability": 0.920654296875}, {"start": 2169.29, "end": 2169.81, "word": " features", "probability": 0.78076171875}, {"start": 2169.81, "end": 2170.11, "word": " لا", "probability": 0.5556640625}, {"start": 2170.11, "end": 2170.47, "word": " ل", "probability": 0.525390625}, {"start": 2170.47, "end": 2170.83, "word": " plane", "probability": 0.625}], "temperature": 1.0}, {"id": 97, "seek": 220019, "start": 2171.73, "end": 2200.19, "text": "و بتدربوا إنه لأ يطلع لازم يطلع سالب واحد .. واحد لإن واحد كانت هي رقم اتنين في ال rules في هذه اللي خاصة بال plane إذا كان ال features اللي إنت ماتيها في البداية هي لل plane أو المعلومات بتاعة ال plane و glater المفروض minus one and so on ل ال minus one بتعطيها إيش المعلومات اللي فعلا بقدر أقول أنه يطلع glater فلازم في الحالة هذه كل ما بتدخل مواصفات glater لازم يتخلى ال output لابد يطلع minus one minus one one", "tokens": [2407, 39894, 3215, 25513, 14407, 36145, 3224, 5296, 10721, 7251, 9566, 1211, 3615, 5296, 31377, 2304, 7251, 9566, 1211, 3615, 8608, 6027, 3555, 36764, 24401, 4386, 36764, 24401, 5296, 28814, 1863, 36764, 24401, 25961, 2655, 39896, 12602, 4587, 2304, 1975, 2655, 1863, 9957, 8978, 2423, 4474, 8978, 29538, 13672, 1829, 16490, 33546, 3660, 20666, 5720, 11933, 15730, 25961, 2423, 4122, 13672, 1829, 11933, 29399, 3714, 9307, 1829, 11296, 8978, 29739, 28259, 10632, 39896, 24976, 5720, 34051, 9673, 30241, 20498, 9307, 39894, 995, 27884, 2423, 5720, 4032, 1563, 771, 9673, 5172, 32887, 11242, 3175, 472, 293, 370, 322, 5296, 2423, 3175, 472, 39894, 3615, 9566, 1829, 11296, 11933, 1829, 8592, 9673, 30241, 20498, 9307, 13672, 1829, 6156, 3615, 15040, 4724, 28543, 2288, 5551, 39648, 14739, 3224, 7251, 9566, 1211, 3615, 1563, 771, 6156, 1211, 31377, 2304, 8978, 21542, 6027, 3660, 29538, 28242, 19446, 39894, 3215, 9778, 1211, 3714, 2407, 33546, 5172, 9307, 1563, 771, 5296, 31377, 2304, 7251, 2655, 9778, 23942, 2423, 5598, 5296, 16758, 3215, 7251, 9566, 1211, 3615, 3175, 472, 3175, 472, 472], "avg_logprob": -0.17107143453189305, "compression_ratio": 2.0441640378548898, "no_speech_prob": 0.0, "words": [{"start": 2171.73, "end": 2171.91, "word": "و", "probability": 0.521484375}, {"start": 2171.91, "end": 2172.41, "word": " بتدربوا", "probability": 0.8433837890625}, {"start": 2172.41, "end": 2172.65, "word": " إنه", "probability": 0.49365234375}, {"start": 2172.65, "end": 2172.75, "word": " لأ", "probability": 0.918212890625}, {"start": 2172.75, "end": 2172.99, "word": " يطلع", "probability": 0.9508056640625}, {"start": 2172.99, "end": 2173.25, "word": " لازم", "probability": 0.8522135416666666}, {"start": 2173.25, "end": 2173.53, "word": " يطلع", "probability": 0.988525390625}, {"start": 2173.53, "end": 2173.89, "word": " سالب", "probability": 0.6889241536458334}, {"start": 2173.89, "end": 2174.21, "word": " واحد", "probability": 0.902099609375}, {"start": 2174.21, "end": 2174.31, "word": " ..", "probability": 0.369140625}, {"start": 2174.31, "end": 2174.83, "word": " واحد", "probability": 0.82861328125}, {"start": 2174.83, "end": 2175.07, "word": " لإن", "probability": 0.8312174479166666}, {"start": 2175.07, "end": 2175.37, "word": " واحد", "probability": 0.968017578125}, {"start": 2175.37, "end": 2175.69, "word": " كانت", "probability": 0.946044921875}, {"start": 2175.69, "end": 2175.79, "word": " هي", "probability": 0.87353515625}, {"start": 2175.79, "end": 2176.09, "word": " رقم", "probability": 0.9847005208333334}, {"start": 2176.09, "end": 2176.61, "word": " اتنين", "probability": 0.925048828125}, {"start": 2176.61, "end": 2176.83, "word": " في", "probability": 0.8623046875}, {"start": 2176.83, "end": 2176.95, "word": " ال", "probability": 0.93896484375}, {"start": 2176.95, "end": 2177.21, "word": " rules", "probability": 0.8291015625}, {"start": 2177.21, "end": 2177.37, "word": " في", "probability": 0.454833984375}, {"start": 2177.37, "end": 2177.47, "word": " هذه", "probability": 0.45556640625}, {"start": 2177.47, "end": 2177.61, "word": " اللي", "probability": 0.929443359375}, {"start": 2177.61, "end": 2177.91, "word": " خاصة", "probability": 0.92578125}, {"start": 2177.91, "end": 2178.03, "word": " بال", "probability": 0.9736328125}, {"start": 2178.03, "end": 2178.33, "word": " plane", "probability": 0.6767578125}, {"start": 2178.33, "end": 2178.83, "word": " إذا", "probability": 0.767578125}, {"start": 2178.83, "end": 2179.01, "word": " كان", "probability": 0.9892578125}, {"start": 2179.01, "end": 2179.11, "word": " ال", "probability": 0.9560546875}, {"start": 2179.11, "end": 2179.43, "word": " features", "probability": 0.78369140625}, {"start": 2179.43, "end": 2179.63, "word": " اللي", "probability": 0.945068359375}, {"start": 2179.63, "end": 2179.71, "word": " إنت", "probability": 0.657470703125}, {"start": 2179.71, "end": 2179.99, "word": " ماتيها", "probability": 0.7388916015625}, {"start": 2179.99, "end": 2180.09, "word": " في", "probability": 0.90185546875}, {"start": 2180.09, "end": 2180.41, "word": " البداية", "probability": 0.9835611979166666}, {"start": 2180.41, "end": 2180.59, "word": " هي", "probability": 0.93408203125}, {"start": 2180.59, "end": 2180.75, "word": " لل", "probability": 0.7353515625}, {"start": 2180.75, "end": 2181.11, "word": " plane", "probability": 0.876953125}, {"start": 2181.11, "end": 2181.91, "word": " أو", "probability": 0.7431640625}, {"start": 2181.91, "end": 2182.39, "word": " المعلومات", "probability": 0.98779296875}, {"start": 2182.39, "end": 2182.55, "word": " بتاعة", "probability": 0.6041666666666666}, {"start": 2182.55, "end": 2182.65, "word": " ال", "probability": 0.92822265625}, {"start": 2182.65, "end": 2182.91, "word": " plane", "probability": 0.88525390625}, {"start": 2182.91, "end": 2183.39, "word": " و", "probability": 0.72509765625}, {"start": 2183.39, "end": 2183.77, "word": " glater", "probability": 0.4046630859375}, {"start": 2183.77, "end": 2184.17, "word": " المفروض", "probability": 0.9375}, {"start": 2184.17, "end": 2184.89, "word": " minus", "probability": 0.724609375}, {"start": 2184.89, "end": 2185.23, "word": " one", "probability": 0.896484375}, {"start": 2185.23, "end": 2185.69, "word": " and", "probability": 0.7392578125}, {"start": 2185.69, "end": 2185.87, "word": " so", "probability": 0.84228515625}, {"start": 2185.87, "end": 2186.05, "word": " on", "probability": 0.74658203125}, {"start": 2186.05, "end": 2186.25, "word": " ل", "probability": 0.83203125}, {"start": 2186.25, "end": 2186.77, "word": " ال", "probability": 0.29541015625}, {"start": 2186.77, "end": 2187.07, "word": " minus", "probability": 0.9560546875}, {"start": 2187.07, "end": 2187.37, "word": " one", "probability": 0.9560546875}, {"start": 2187.37, "end": 2187.91, "word": " بتعطيها", "probability": 0.86630859375}, {"start": 2187.91, "end": 2188.11, "word": " إيش", "probability": 0.8880208333333334}, {"start": 2188.11, "end": 2188.69, "word": " المعلومات", "probability": 0.9908447265625}, {"start": 2188.69, "end": 2188.93, "word": " اللي", "probability": 0.94580078125}, {"start": 2188.93, "end": 2189.17, "word": " فعلا", "probability": 0.9415690104166666}, {"start": 2189.17, "end": 2189.51, "word": " بقدر", "probability": 0.9820963541666666}, {"start": 2189.51, "end": 2189.71, "word": " أقول", "probability": 0.921875}, {"start": 2189.71, "end": 2190.87, "word": " أنه", "probability": 0.5076904296875}, {"start": 2190.87, "end": 2191.57, "word": " يطلع", "probability": 0.94677734375}, {"start": 2191.57, "end": 2192.03, "word": " glater", "probability": 0.905517578125}, {"start": 2192.03, "end": 2192.83, "word": " فلازم", "probability": 0.927001953125}, {"start": 2192.83, "end": 2192.97, "word": " في", "probability": 0.94287109375}, {"start": 2192.97, "end": 2193.29, "word": " الحالة", "probability": 0.96533203125}, {"start": 2193.29, "end": 2193.47, "word": " هذه", "probability": 0.31689453125}, {"start": 2193.47, "end": 2193.65, "word": " كل", "probability": 0.943359375}, {"start": 2193.65, "end": 2193.75, "word": " ما", "probability": 0.86279296875}, {"start": 2193.75, "end": 2194.35, "word": " بتدخل", "probability": 0.9462890625}, {"start": 2194.35, "end": 2195.25, "word": " مواصفات", "probability": 0.9794921875}, {"start": 2195.25, "end": 2195.89, "word": " glater", "probability": 0.9619140625}, {"start": 2195.89, "end": 2196.29, "word": " لازم", "probability": 0.9847005208333334}, {"start": 2196.29, "end": 2197.17, "word": " يتخلى", "probability": 0.80322265625}, {"start": 2197.17, "end": 2197.33, "word": " ال", "probability": 0.95068359375}, {"start": 2197.33, "end": 2197.79, "word": " output", "probability": 0.98291015625}, {"start": 2197.79, "end": 2198.43, "word": " لابد", "probability": 0.9436848958333334}, {"start": 2198.43, "end": 2198.77, "word": " يطلع", "probability": 0.9901123046875}, {"start": 2198.77, "end": 2199.07, "word": " minus", "probability": 0.97412109375}, {"start": 2199.07, "end": 2199.31, "word": " one", "probability": 0.9521484375}, {"start": 2199.31, "end": 2199.51, "word": " minus", "probability": 0.9453125}, {"start": 2199.51, "end": 2199.81, "word": " one", "probability": 0.95361328125}, {"start": 2199.81, "end": 2200.19, "word": " one", "probability": 0.6328125}], "temperature": 1.0}, {"id": 98, "seek": 222117, "start": 2201.14, "end": 2221.18, "text": "و one كويس فخلصنا ضربناها من بعد ما ضربناها و خلصنا نبدأ نعمل extraction لمين؟ ل ال rules عشان ال rules هذه هي اللي هيتم نشرها لو بدك خليني أقول تعمل explanation تعمل explanation أن والله فعلا لما بدخل input", "tokens": [2407, 472, 9122, 45865, 3794, 6156, 9778, 1211, 9381, 8315, 48812, 25513, 8315, 11296, 9154, 39182, 19446, 48812, 25513, 8315, 11296, 4032, 16490, 1211, 9381, 8315, 8717, 44510, 10721, 8717, 25957, 1211, 30197, 32767, 9957, 22807, 5296, 2423, 4474, 6225, 8592, 7649, 2423, 4474, 29538, 39896, 13672, 1829, 8032, 36081, 2304, 8717, 46309, 11296, 45164, 47525, 4117, 16490, 1211, 9957, 1829, 5551, 39648, 6055, 25957, 1211, 10835, 6055, 25957, 1211, 10835, 14739, 16070, 43761, 6156, 3615, 15040, 5296, 15042, 47525, 9778, 1211, 4846], "avg_logprob": -0.1864769286697819, "compression_ratio": 1.7015706806282722, "no_speech_prob": 2.0265579223632812e-06, "words": [{"start": 2201.14, "end": 2201.4, "word": "و", "probability": 0.5361328125}, {"start": 2201.4, "end": 2201.96, "word": " one", "probability": 0.74658203125}, {"start": 2201.96, "end": 2202.64, "word": " كويس", "probability": 0.8548177083333334}, {"start": 2202.64, "end": 2204.02, "word": " فخلصنا", "probability": 0.9720703125}, {"start": 2204.02, "end": 2204.74, "word": " ضربناها", "probability": 0.941650390625}, {"start": 2204.74, "end": 2205.38, "word": " من", "probability": 0.64794921875}, {"start": 2205.38, "end": 2205.82, "word": " بعد", "probability": 0.98046875}, {"start": 2205.82, "end": 2205.98, "word": " ما", "probability": 0.84765625}, {"start": 2205.98, "end": 2206.52, "word": " ضربناها", "probability": 0.9915771484375}, {"start": 2206.52, "end": 2206.62, "word": " و", "probability": 0.98388671875}, {"start": 2206.62, "end": 2207.22, "word": " خلصنا", "probability": 0.9605712890625}, {"start": 2207.22, "end": 2207.8, "word": " نبدأ", "probability": 0.800048828125}, {"start": 2207.8, "end": 2208.1, "word": " نعمل", "probability": 0.9860026041666666}, {"start": 2208.1, "end": 2208.6, "word": " extraction", "probability": 0.685546875}, {"start": 2208.6, "end": 2209.54, "word": " لمين؟", "probability": 0.72216796875}, {"start": 2209.54, "end": 2209.68, "word": " ل", "probability": 0.5322265625}, {"start": 2209.68, "end": 2210.56, "word": " ال", "probability": 0.55517578125}, {"start": 2210.56, "end": 2210.98, "word": " rules", "probability": 0.84423828125}, {"start": 2210.98, "end": 2211.64, "word": " عشان", "probability": 0.966796875}, {"start": 2211.64, "end": 2211.74, "word": " ال", "probability": 0.98828125}, {"start": 2211.74, "end": 2211.92, "word": " rules", "probability": 0.8564453125}, {"start": 2211.92, "end": 2212.12, "word": " هذه", "probability": 0.293701171875}, {"start": 2212.12, "end": 2212.26, "word": " هي", "probability": 0.9306640625}, {"start": 2212.26, "end": 2212.34, "word": " اللي", "probability": 0.9599609375}, {"start": 2212.34, "end": 2212.64, "word": " هيتم", "probability": 0.6663411458333334}, {"start": 2212.64, "end": 2213.18, "word": " نشرها", "probability": 0.9065755208333334}, {"start": 2213.18, "end": 2213.94, "word": " لو", "probability": 0.98828125}, {"start": 2213.94, "end": 2214.7, "word": " بدك", "probability": 0.98193359375}, {"start": 2214.7, "end": 2216.18, "word": " خليني", "probability": 0.8099365234375}, {"start": 2216.18, "end": 2216.34, "word": " أقول", "probability": 0.758544921875}, {"start": 2216.34, "end": 2216.56, "word": " تعمل", "probability": 0.94189453125}, {"start": 2216.56, "end": 2217.3, "word": " explanation", "probability": 0.923828125}, {"start": 2217.3, "end": 2218.38, "word": " تعمل", "probability": 0.8473307291666666}, {"start": 2218.38, "end": 2219.02, "word": " explanation", "probability": 0.92138671875}, {"start": 2219.02, "end": 2219.64, "word": " أن", "probability": 0.46533203125}, {"start": 2219.64, "end": 2219.9, "word": " والله", "probability": 0.6953125}, {"start": 2219.9, "end": 2220.2, "word": " فعلا", "probability": 0.9641927083333334}, {"start": 2220.2, "end": 2220.4, "word": " لما", "probability": 0.85693359375}, {"start": 2220.4, "end": 2220.82, "word": " بدخل", "probability": 0.75537109375}, {"start": 2220.82, "end": 2221.18, "word": " input", "probability": 0.98388671875}], "temperature": 1.0}, {"id": 99, "seek": 224848, "start": 2221.95, "end": 2248.49, "text": "ال rule هذه طلعتلي ان هو paired خلاص معناته انا فعلا ال rule كانت كافية جدا مين اللي طلع ال rule ال neural network neural network تمام الكلام هذا بتقدر تعمله بطريقة multi layer knowledge based مش كل الطرق او كل ال systems بتكون بسيطة لهذا الدرجة ممكن تكون حاجة بحاجة بهذا الشكل يكون عندك اكتر من اتنين تلاتة خمسة عشرة rules ممكن ال rules هذه تكون مبنية على بعض", "tokens": [6027, 4978, 29538, 23032, 1211, 34268, 20292, 16472, 31439, 25699, 16490, 1211, 33546, 20449, 8315, 47395, 1975, 8315, 6156, 3615, 15040, 2423, 4978, 25961, 2655, 9122, 31845, 10632, 10874, 28259, 3714, 9957, 13672, 1829, 23032, 1211, 3615, 2423, 4978, 2423, 18161, 3209, 18161, 3209, 46811, 10943, 2423, 28820, 10943, 23758, 39894, 28543, 2288, 6055, 25957, 43761, 4724, 9566, 16572, 28671, 4825, 4583, 3601, 2361, 37893, 28242, 41950, 2288, 4587, 1975, 2407, 28242, 2423, 3652, 39894, 30544, 4724, 3794, 1829, 9566, 3660, 46740, 15730, 32748, 47341, 3660, 3714, 43020, 6055, 30544, 11331, 26108, 3660, 4724, 5016, 26108, 3660, 39627, 15730, 25124, 28820, 7251, 30544, 43242, 4117, 1975, 4117, 2655, 2288, 9154, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 16490, 2304, 3794, 3660, 6225, 8592, 25720, 4474, 3714, 43020, 2423, 4474, 29538, 6055, 30544, 3714, 3555, 1863, 10632, 15844, 45030, 11242], "avg_logprob": -0.1584663141703775, "compression_ratio": 1.8741721854304636, "no_speech_prob": 0.0, "words": [{"start": 2221.95, "end": 2222.25, "word": "ال", "probability": 0.82568359375}, {"start": 2222.25, "end": 2222.61, "word": " rule", "probability": 0.376708984375}, {"start": 2222.61, "end": 2222.97, "word": " هذه", "probability": 0.7216796875}, {"start": 2222.97, "end": 2223.57, "word": " طلعتلي", "probability": 0.7794189453125}, {"start": 2223.57, "end": 2223.67, "word": " ان", "probability": 0.53466796875}, {"start": 2223.67, "end": 2223.83, "word": " هو", "probability": 0.79052734375}, {"start": 2223.83, "end": 2224.17, "word": " paired", "probability": 0.46337890625}, {"start": 2224.17, "end": 2224.53, "word": " خلاص", "probability": 0.9029947916666666}, {"start": 2224.53, "end": 2224.85, "word": " معناته", "probability": 0.97216796875}, {"start": 2224.85, "end": 2224.95, "word": " انا", "probability": 0.64404296875}, {"start": 2224.95, "end": 2225.21, "word": " فعلا", "probability": 0.9581705729166666}, {"start": 2225.21, "end": 2225.47, "word": " ال", "probability": 0.9755859375}, {"start": 2225.47, "end": 2225.65, "word": " rule", "probability": 0.94970703125}, {"start": 2225.65, "end": 2226.01, "word": " كانت", "probability": 0.984375}, {"start": 2226.01, "end": 2226.27, "word": " كافية", "probability": 0.98876953125}, {"start": 2226.27, "end": 2226.59, "word": " جدا", "probability": 0.997314453125}, {"start": 2226.59, "end": 2227.15, "word": " مين", "probability": 0.6368408203125}, {"start": 2227.15, "end": 2227.39, "word": " اللي", "probability": 0.982177734375}, {"start": 2227.39, "end": 2227.97, "word": " طلع", "probability": 0.9822591145833334}, {"start": 2227.97, "end": 2228.11, "word": " ال", "probability": 0.99365234375}, {"start": 2228.11, "end": 2228.35, "word": " rule", "probability": 0.9638671875}, {"start": 2228.35, "end": 2228.89, "word": " ال", "probability": 0.3984375}, {"start": 2228.89, "end": 2229.11, "word": " neural", "probability": 0.95751953125}, {"start": 2229.11, "end": 2229.61, "word": " network", "probability": 0.9677734375}, {"start": 2229.61, "end": 2230.05, "word": " neural", "probability": 0.1552734375}, {"start": 2230.05, "end": 2230.55, "word": " network", "probability": 0.9716796875}, {"start": 2230.55, "end": 2231.17, "word": " تمام", "probability": 0.955322265625}, {"start": 2231.17, "end": 2232.49, "word": " الكلام", "probability": 0.7884114583333334}, {"start": 2232.49, "end": 2232.59, "word": " هذا", "probability": 0.67919921875}, {"start": 2232.59, "end": 2232.93, "word": " بتقدر", "probability": 0.9373372395833334}, {"start": 2232.93, "end": 2233.29, "word": " تعمله", "probability": 0.9845377604166666}, {"start": 2233.29, "end": 2234.09, "word": " بطريقة", "probability": 0.9786376953125}, {"start": 2234.09, "end": 2234.71, "word": " multi", "probability": 0.5517578125}, {"start": 2234.71, "end": 2235.11, "word": " layer", "probability": 0.53662109375}, {"start": 2235.11, "end": 2235.75, "word": " knowledge", "probability": 0.9462890625}, {"start": 2235.75, "end": 2236.13, "word": " based", "probability": 0.8154296875}, {"start": 2236.13, "end": 2236.39, "word": " مش", "probability": 0.9189453125}, {"start": 2236.39, "end": 2236.75, "word": " كل", "probability": 0.98388671875}, {"start": 2236.75, "end": 2238.09, "word": " الطرق", "probability": 0.783447265625}, {"start": 2238.09, "end": 2238.37, "word": " او", "probability": 0.750244140625}, {"start": 2238.37, "end": 2238.61, "word": " كل", "probability": 0.9482421875}, {"start": 2238.61, "end": 2238.89, "word": " ال", "probability": 0.96728515625}, {"start": 2238.89, "end": 2239.35, "word": " systems", "probability": 0.93701171875}, {"start": 2239.35, "end": 2239.93, "word": " بتكون", "probability": 0.9013671875}, {"start": 2239.93, "end": 2240.29, "word": " بسيطة", "probability": 0.9609375}, {"start": 2240.29, "end": 2240.49, "word": " لهذا", "probability": 0.66845703125}, {"start": 2240.49, "end": 2240.87, "word": " الدرجة", "probability": 0.9874674479166666}, {"start": 2240.87, "end": 2241.35, "word": " ممكن", "probability": 0.9677734375}, {"start": 2241.35, "end": 2241.65, "word": " تكون", "probability": 0.987060546875}, {"start": 2241.65, "end": 2242.01, "word": " حاجة", "probability": 0.98046875}, {"start": 2242.01, "end": 2242.45, "word": " بحاجة", "probability": 0.7310791015625}, {"start": 2242.45, "end": 2242.67, "word": " بهذا", "probability": 0.962158203125}, {"start": 2242.67, "end": 2243.01, "word": " الشكل", "probability": 0.990234375}, {"start": 2243.01, "end": 2243.23, "word": " يكون", "probability": 0.921142578125}, {"start": 2243.23, "end": 2243.51, "word": " عندك", "probability": 0.990234375}, {"start": 2243.51, "end": 2243.85, "word": " اكتر", "probability": 0.95849609375}, {"start": 2243.85, "end": 2244.09, "word": " من", "probability": 0.99169921875}, {"start": 2244.09, "end": 2244.91, "word": " اتنين", "probability": 0.96435546875}, {"start": 2244.91, "end": 2245.35, "word": " تلاتة", "probability": 0.9378662109375}, {"start": 2245.35, "end": 2245.65, "word": " خمسة", "probability": 0.942626953125}, {"start": 2245.65, "end": 2245.95, "word": " عشرة", "probability": 0.8538411458333334}, {"start": 2245.95, "end": 2246.31, "word": " rules", "probability": 0.859375}, {"start": 2246.31, "end": 2246.77, "word": " ممكن", "probability": 0.974853515625}, {"start": 2246.77, "end": 2246.91, "word": " ال", "probability": 0.98388671875}, {"start": 2246.91, "end": 2247.07, "word": " rules", "probability": 0.8583984375}, {"start": 2247.07, "end": 2247.23, "word": " هذه", "probability": 0.488525390625}, {"start": 2247.23, "end": 2247.45, "word": " تكون", "probability": 0.971435546875}, {"start": 2247.45, "end": 2247.93, "word": " مبنية", "probability": 0.9110107421875}, {"start": 2247.93, "end": 2248.11, "word": " على", "probability": 0.75146484375}, {"start": 2248.11, "end": 2248.49, "word": " بعض", "probability": 0.995849609375}], "temperature": 1.0}, {"id": 100, "seek": 226012, "start": 2249.12, "end": 2260.12, "text": "يعني cascaded ورا بعضها فهذه بتظهر في الحالة هذه كالتالي زي ما احنا شايفين هيكون في عندك input layer ال input layer هذه", "tokens": [40228, 22653, 3058, 66, 12777, 4032, 23557, 45030, 11242, 11296, 6156, 3224, 24192, 39894, 19913, 3224, 2288, 8978, 21542, 6027, 3660, 29538, 9122, 6027, 2655, 6027, 1829, 30767, 1829, 19446, 1975, 5016, 8315, 13412, 995, 33911, 9957, 39896, 30544, 8978, 43242, 4117, 4846, 4583, 2423, 4846, 4583, 29538], "avg_logprob": -0.17665816813099142, "compression_ratio": 1.4029850746268657, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2249.12, "end": 2249.4, "word": "يعني", "probability": 0.6873779296875}, {"start": 2249.4, "end": 2250.04, "word": " cascaded", "probability": 0.7268880208333334}, {"start": 2250.04, "end": 2250.46, "word": " ورا", "probability": 0.9228515625}, {"start": 2250.46, "end": 2250.9, "word": " بعضها", "probability": 0.9959309895833334}, {"start": 2250.9, "end": 2251.86, "word": " فهذه", "probability": 0.8173828125}, {"start": 2251.86, "end": 2252.5, "word": " بتظهر", "probability": 0.916748046875}, {"start": 2252.5, "end": 2252.86, "word": " في", "probability": 0.791015625}, {"start": 2252.86, "end": 2253.14, "word": " الحالة", "probability": 0.9661458333333334}, {"start": 2253.14, "end": 2253.32, "word": " هذه", "probability": 0.65478515625}, {"start": 2253.32, "end": 2253.84, "word": " كالتالي", "probability": 0.821533203125}, {"start": 2253.84, "end": 2254.1, "word": " زي", "probability": 0.790283203125}, {"start": 2254.1, "end": 2254.18, "word": " ما", "probability": 0.97607421875}, {"start": 2254.18, "end": 2254.3, "word": " احنا", "probability": 0.8385416666666666}, {"start": 2254.3, "end": 2254.7, "word": " شايفين", "probability": 0.9676513671875}, {"start": 2254.7, "end": 2255.16, "word": " هيكون", "probability": 0.708251953125}, {"start": 2255.16, "end": 2255.28, "word": " في", "probability": 0.80810546875}, {"start": 2255.28, "end": 2256.88, "word": " عندك", "probability": 0.955078125}, {"start": 2256.88, "end": 2257.88, "word": " input", "probability": 0.9501953125}, {"start": 2257.88, "end": 2258.44, "word": " layer", "probability": 0.94775390625}, {"start": 2258.44, "end": 2259.24, "word": " ال", "probability": 0.64599609375}, {"start": 2259.24, "end": 2259.5, "word": " input", "probability": 0.95947265625}, {"start": 2259.5, "end": 2259.8, "word": " layer", "probability": 0.947265625}, {"start": 2259.8, "end": 2260.12, "word": " هذه", "probability": 0.78955078125}], "temperature": 1.0}, {"id": 101, "seek": 228877, "start": 2261.43, "end": 2288.77, "text": "هتاخد او هنتعامل معاها ك ال inputs تبع تمين بتاعة ال rules فهيكون في عنده a1 a2 a3 a4 a5 هدول كل ال inputs الممكنين اللي انت ممكن تشتغل عليهم بحيث ان ال rule الأولى ال rule الأولى هي بتاخد من a1 و a3 فإذا بقدر اقول اذا a1 is true and a3 is true او اتحققت then", "tokens": [3224, 2655, 47283, 3215, 1975, 2407, 8032, 29399, 3615, 10943, 1211, 20449, 995, 11296, 9122, 2423, 15743, 6055, 3555, 3615, 6055, 2304, 9957, 39894, 995, 27884, 2423, 4474, 6156, 3224, 1829, 30544, 8978, 43242, 3224, 257, 16, 257, 17, 257, 18, 257, 19, 257, 20, 8032, 3215, 12610, 28242, 2423, 15743, 9673, 43020, 9957, 13672, 1829, 16472, 2655, 3714, 43020, 6055, 8592, 2655, 17082, 1211, 25894, 16095, 4724, 5016, 1829, 12984, 16472, 2423, 4978, 16247, 12610, 7578, 2423, 4978, 16247, 12610, 7578, 39896, 39894, 47283, 3215, 9154, 257, 16, 4032, 257, 18, 6156, 28814, 15730, 4724, 28543, 2288, 1975, 39648, 1975, 15730, 257, 16, 307, 2074, 293, 257, 18, 307, 2074, 1975, 2407, 1975, 2655, 5016, 4587, 38149, 550], "avg_logprob": -0.17356771553556125, "compression_ratio": 1.6906779661016949, "no_speech_prob": 1.0132789611816406e-06, "words": [{"start": 2261.43, "end": 2262.17, "word": "هتاخد", "probability": 0.86376953125}, {"start": 2262.17, "end": 2262.37, "word": " او", "probability": 0.6585693359375}, {"start": 2262.37, "end": 2262.85, "word": " هنتعامل", "probability": 0.93994140625}, {"start": 2262.85, "end": 2263.29, "word": " معاها", "probability": 0.8767903645833334}, {"start": 2263.29, "end": 2263.85, "word": " ك", "probability": 0.9755859375}, {"start": 2263.85, "end": 2264.47, "word": " ال", "probability": 0.66796875}, {"start": 2264.47, "end": 2264.83, "word": " inputs", "probability": 0.32275390625}, {"start": 2264.83, "end": 2265.11, "word": " تبع", "probability": 0.8509114583333334}, {"start": 2265.11, "end": 2265.43, "word": " تمين", "probability": 0.5772298177083334}, {"start": 2265.43, "end": 2265.87, "word": " بتاعة", "probability": 0.7423502604166666}, {"start": 2265.87, "end": 2266.29, "word": " ال", "probability": 0.87841796875}, {"start": 2266.29, "end": 2266.63, "word": " rules", "probability": 0.81640625}, {"start": 2266.63, "end": 2267.33, "word": " فهيكون", "probability": 0.90234375}, {"start": 2267.33, "end": 2267.45, "word": " في", "probability": 0.89208984375}, {"start": 2267.45, "end": 2268.23, "word": " عنده", "probability": 0.3787841796875}, {"start": 2268.23, "end": 2268.73, "word": " a1", "probability": 0.55908203125}, {"start": 2268.73, "end": 2269.77, "word": " a2", "probability": 0.70263671875}, {"start": 2269.77, "end": 2270.29, "word": " a3", "probability": 0.982177734375}, {"start": 2270.29, "end": 2270.69, "word": " a4", "probability": 0.984619140625}, {"start": 2270.69, "end": 2271.19, "word": " a5", "probability": 0.970703125}, {"start": 2271.19, "end": 2271.87, "word": " هدول", "probability": 0.9129231770833334}, {"start": 2271.87, "end": 2272.09, "word": " كل", "probability": 0.70751953125}, {"start": 2272.09, "end": 2272.19, "word": " ال", "probability": 0.9912109375}, {"start": 2272.19, "end": 2272.41, "word": " inputs", "probability": 0.806640625}, {"start": 2272.41, "end": 2272.95, "word": " الممكنين", "probability": 0.8619791666666666}, {"start": 2272.95, "end": 2273.05, "word": " اللي", "probability": 0.918212890625}, {"start": 2273.05, "end": 2273.17, "word": " انت", "probability": 0.738525390625}, {"start": 2273.17, "end": 2273.35, "word": " ممكن", "probability": 0.9873046875}, {"start": 2273.35, "end": 2273.71, "word": " تشتغل", "probability": 0.98486328125}, {"start": 2273.71, "end": 2274.09, "word": " عليهم", "probability": 0.982666015625}, {"start": 2274.09, "end": 2274.97, "word": " بحيث", "probability": 0.9842529296875}, {"start": 2274.97, "end": 2275.11, "word": " ان", "probability": 0.80029296875}, {"start": 2275.11, "end": 2275.25, "word": " ال", "probability": 0.9677734375}, {"start": 2275.25, "end": 2275.43, "word": " rule", "probability": 0.76171875}, {"start": 2275.43, "end": 2276.23, "word": " الأولى", "probability": 0.7916666666666666}, {"start": 2276.23, "end": 2276.77, "word": " ال", "probability": 0.72412109375}, {"start": 2276.77, "end": 2276.95, "word": " rule", "probability": 0.9521484375}, {"start": 2276.95, "end": 2277.57, "word": " الأولى", "probability": 0.9654947916666666}, {"start": 2277.57, "end": 2277.75, "word": " هي", "probability": 0.8759765625}, {"start": 2277.75, "end": 2278.25, "word": " بتاخد", "probability": 0.98828125}, {"start": 2278.25, "end": 2278.49, "word": " من", "probability": 0.98681640625}, {"start": 2278.49, "end": 2279.19, "word": " a1", "probability": 0.9609375}, {"start": 2279.19, "end": 2279.49, "word": " و", "probability": 0.91845703125}, {"start": 2279.49, "end": 2280.05, "word": " a3", "probability": 0.944580078125}, {"start": 2280.05, "end": 2280.91, "word": " فإذا", "probability": 0.9430338541666666}, {"start": 2280.91, "end": 2281.65, "word": " بقدر", "probability": 0.9853515625}, {"start": 2281.65, "end": 2281.93, "word": " اقول", "probability": 0.7783203125}, {"start": 2281.93, "end": 2282.53, "word": " اذا", "probability": 0.726806640625}, {"start": 2282.53, "end": 2283.23, "word": " a1", "probability": 0.982177734375}, {"start": 2283.23, "end": 2283.47, "word": " is", "probability": 0.9248046875}, {"start": 2283.47, "end": 2283.81, "word": " true", "probability": 0.82373046875}, {"start": 2283.81, "end": 2285.43, "word": " and", "probability": 0.9052734375}, {"start": 2285.43, "end": 2286.09, "word": " a3", "probability": 0.96923828125}, {"start": 2286.09, "end": 2286.35, "word": " is", "probability": 0.94091796875}, {"start": 2286.35, "end": 2286.69, "word": " true", "probability": 0.9775390625}, {"start": 2286.69, "end": 2287.15, "word": " او", "probability": 0.8642578125}, {"start": 2287.15, "end": 2287.77, "word": " اتحققت", "probability": 0.9375}, {"start": 2287.77, "end": 2288.77, "word": " then", "probability": 0.8125}], "temperature": 1.0}, {"id": 102, "seek": 231912, "start": 2290.94, "end": 2319.12, "text": "B1 فبتعطي الناتج كنتج ل R1 لل rule واحد تمام ليش بحتاج أن أعمل الكلام هذا وخلّيت B1 لحالها لأن B1 ممكن تيجي من rule تانية زي rule رقم اتنين برضه الناتج تبعها B1 نفس الأشياء بتذكروا لما كنا بنعمل اذا كان ال .. ال .. ال .. ال consequent او ال conclusion ظهر من two rules", "tokens": [33, 16, 6156, 3555, 2655, 3615, 9566, 1829, 28239, 9307, 7435, 9122, 29399, 7435, 5296, 497, 16, 24976, 4978, 36764, 24401, 46811, 10943, 32239, 8592, 4724, 33753, 26108, 14739, 5551, 25957, 1211, 2423, 28820, 10943, 23758, 4032, 9778, 1211, 11703, 36081, 363, 16, 5296, 5016, 6027, 11296, 5296, 33456, 363, 16, 3714, 43020, 6055, 1829, 7435, 1829, 9154, 4978, 6055, 7649, 10632, 30767, 1829, 4978, 12602, 4587, 2304, 1975, 2655, 1863, 9957, 4724, 43042, 3224, 28239, 9307, 7435, 6055, 3555, 3615, 11296, 363, 16, 8717, 36178, 16247, 8592, 1829, 16606, 39894, 8848, 37983, 14407, 5296, 15042, 9122, 8315, 44945, 25957, 1211, 1975, 15730, 25961, 2423, 4386, 2423, 4386, 2423, 4386, 2423, 7242, 317, 1975, 2407, 2423, 10063, 1357, 116, 3224, 2288, 9154, 732, 4474], "avg_logprob": -0.2253749957084656, "compression_ratio": 1.669291338582677, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 2290.9399999999996, "end": 2291.8199999999997, "word": "B1", "probability": 0.6009521484375}, {"start": 2291.8199999999997, "end": 2292.7, "word": " فبتعطي", "probability": 0.8288167317708334}, {"start": 2292.7, "end": 2293.32, "word": " الناتج", "probability": 0.8984375}, {"start": 2293.32, "end": 2294.18, "word": " كنتج", "probability": 0.86474609375}, {"start": 2294.18, "end": 2294.44, "word": " ل", "probability": 0.75146484375}, {"start": 2294.44, "end": 2295.52, "word": " R1", "probability": 0.6082763671875}, {"start": 2295.52, "end": 2295.76, "word": " لل", "probability": 0.455078125}, {"start": 2295.76, "end": 2296.24, "word": " rule", "probability": 0.43994140625}, {"start": 2296.24, "end": 2296.98, "word": " واحد", "probability": 0.870849609375}, {"start": 2296.98, "end": 2297.54, "word": " تمام", "probability": 0.865234375}, {"start": 2297.54, "end": 2299.46, "word": " ليش", "probability": 0.763427734375}, {"start": 2299.46, "end": 2299.8, "word": " بحتاج", "probability": 0.97216796875}, {"start": 2299.8, "end": 2299.92, "word": " أن", "probability": 0.57861328125}, {"start": 2299.92, "end": 2300.18, "word": " أعمل", "probability": 0.8014322916666666}, {"start": 2300.18, "end": 2300.48, "word": " الكلام", "probability": 0.8152669270833334}, {"start": 2300.48, "end": 2300.76, "word": " هذا", "probability": 0.90869140625}, {"start": 2300.76, "end": 2302.14, "word": " وخلّيت", "probability": 0.73271484375}, {"start": 2302.14, "end": 2302.58, "word": " B1", "probability": 0.82470703125}, {"start": 2302.58, "end": 2303.18, "word": " لحالها", "probability": 0.991943359375}, {"start": 2303.18, "end": 2303.62, "word": " لأن", "probability": 0.736083984375}, {"start": 2303.62, "end": 2303.98, "word": " B1", "probability": 0.767333984375}, {"start": 2303.98, "end": 2304.28, "word": " ممكن", "probability": 0.98193359375}, {"start": 2304.28, "end": 2304.84, "word": " تيجي", "probability": 0.9921875}, {"start": 2304.84, "end": 2305.34, "word": " من", "probability": 0.9951171875}, {"start": 2305.34, "end": 2306.32, "word": " rule", "probability": 0.7763671875}, {"start": 2306.32, "end": 2306.84, "word": " تانية", "probability": 0.9754231770833334}, {"start": 2306.84, "end": 2307.44, "word": " زي", "probability": 0.91748046875}, {"start": 2307.44, "end": 2307.86, "word": " rule", "probability": 0.74560546875}, {"start": 2307.86, "end": 2308.12, "word": " رقم", "probability": 0.9723307291666666}, {"start": 2308.12, "end": 2308.5, "word": " اتنين", "probability": 0.84625244140625}, {"start": 2308.5, "end": 2308.94, "word": " برضه", "probability": 0.9578450520833334}, {"start": 2308.94, "end": 2309.48, "word": " الناتج", "probability": 0.85107421875}, {"start": 2309.48, "end": 2309.88, "word": " تبعها", "probability": 0.71807861328125}, {"start": 2309.88, "end": 2310.28, "word": " B1", "probability": 0.9189453125}, {"start": 2310.28, "end": 2310.5, "word": " نفس", "probability": 0.98681640625}, {"start": 2310.5, "end": 2311.48, "word": " الأشياء", "probability": 0.8056640625}, {"start": 2311.48, "end": 2311.88, "word": " بتذكروا", "probability": 0.6944580078125}, {"start": 2311.88, "end": 2312.0, "word": " لما", "probability": 0.912109375}, {"start": 2312.0, "end": 2312.22, "word": " كنا", "probability": 0.9921875}, {"start": 2312.22, "end": 2312.72, "word": " بنعمل", "probability": 0.9527994791666666}, {"start": 2312.72, "end": 2314.5, "word": " اذا", "probability": 0.5982666015625}, {"start": 2314.5, "end": 2314.86, "word": " كان", "probability": 0.98828125}, {"start": 2314.86, "end": 2315.36, "word": " ال", "probability": 0.95947265625}, {"start": 2315.36, "end": 2315.36, "word": " ..", "probability": 0.33544921875}, {"start": 2315.36, "end": 2315.9, "word": " ال", "probability": 0.93212890625}, {"start": 2315.9, "end": 2315.9, "word": " ..", "probability": 0.92431640625}, {"start": 2315.9, "end": 2316.26, "word": " ال", "probability": 0.869140625}, {"start": 2316.26, "end": 2316.38, "word": " ..", "probability": 0.59033203125}, {"start": 2316.38, "end": 2316.38, "word": " ال", "probability": 0.419677734375}, {"start": 2316.38, "end": 2316.86, "word": " consequent", "probability": 0.654296875}, {"start": 2316.86, "end": 2317.0, "word": " او", "probability": 0.757568359375}, {"start": 2317.0, "end": 2317.12, "word": " ال", "probability": 0.95703125}, {"start": 2317.12, "end": 2317.6, "word": " conclusion", "probability": 0.96923828125}, {"start": 2317.6, "end": 2318.3, "word": " ظهر", "probability": 0.9268798828125}, {"start": 2318.3, "end": 2318.46, "word": " من", "probability": 0.99658203125}, {"start": 2318.46, "end": 2318.7, "word": " two", "probability": 0.87255859375}, {"start": 2318.7, "end": 2319.12, "word": " rules", "probability": 0.85009765625}], "temperature": 1.0}, {"id": 103, "seek": 234229, "start": 2319.75, "end": 2342.29, "text": "نفس الفكرة، نفس الفكرة، فإذا نروي للتانية، هتاخد إذا B1 is true and B4 is true، then B1، فالاتنين جمعوا على B1، هل وجدت مبدئيا هنا، طبعا الكلام هذا بتكمله للكل، هنا الجزء هذا ال layer هذه، هذه ال neural network هي اللي هتدربهم", "tokens": [1863, 36178, 27188, 4117, 25720, 12399, 8717, 36178, 27188, 4117, 25720, 12399, 6156, 28814, 15730, 8717, 32887, 1829, 24976, 2655, 7649, 10632, 12399, 8032, 2655, 47283, 3215, 11933, 15730, 363, 16, 307, 2074, 293, 363, 19, 307, 2074, 12399, 550, 363, 16, 12399, 6156, 6027, 9307, 1863, 9957, 10874, 2304, 3615, 14407, 15844, 363, 16, 12399, 8032, 1211, 49610, 3215, 2655, 3714, 44510, 19986, 25528, 34105, 12399, 23032, 3555, 3615, 995, 2423, 28820, 10943, 23758, 39894, 24793, 43761, 24976, 28820, 12399, 34105, 25724, 11622, 38207, 23758, 2423, 4583, 29538, 12399, 29538, 2423, 18161, 3209, 39896, 13672, 1829, 8032, 2655, 3215, 25513, 16095], "avg_logprob": -0.20555219112090695, "compression_ratio": 1.6545454545454545, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2319.75, "end": 2320.03, "word": "نفس", "probability": 0.93310546875}, {"start": 2320.03, "end": 2320.75, "word": " الفكرة،", "probability": 0.8109130859375}, {"start": 2320.75, "end": 2320.95, "word": " نفس", "probability": 0.87841796875}, {"start": 2320.95, "end": 2321.55, "word": " الفكرة،", "probability": 0.8997802734375}, {"start": 2321.55, "end": 2321.77, "word": " فإذا", "probability": 0.8684895833333334}, {"start": 2321.77, "end": 2322.03, "word": " نروي", "probability": 0.5987955729166666}, {"start": 2322.03, "end": 2322.95, "word": " للتانية،", "probability": 0.8619140625}, {"start": 2322.95, "end": 2323.35, "word": " هتاخد", "probability": 0.9385986328125}, {"start": 2323.35, "end": 2323.73, "word": " إذا", "probability": 0.85888671875}, {"start": 2323.73, "end": 2324.47, "word": " B1", "probability": 0.603515625}, {"start": 2324.47, "end": 2324.71, "word": " is", "probability": 0.662109375}, {"start": 2324.71, "end": 2325.11, "word": " true", "probability": 0.92431640625}, {"start": 2325.11, "end": 2325.63, "word": " and", "probability": 0.78466796875}, {"start": 2325.63, "end": 2326.27, "word": " B4", "probability": 0.984130859375}, {"start": 2326.27, "end": 2326.55, "word": " is", "probability": 0.951171875}, {"start": 2326.55, "end": 2328.25, "word": " true،", "probability": 0.768310546875}, {"start": 2328.25, "end": 2328.51, "word": " then", "probability": 0.84716796875}, {"start": 2328.51, "end": 2330.27, "word": " B1،", "probability": 0.7796223958333334}, {"start": 2330.27, "end": 2330.63, "word": " فالاتنين", "probability": 0.9201171875}, {"start": 2330.63, "end": 2330.99, "word": " جمعوا", "probability": 0.9237060546875}, {"start": 2330.99, "end": 2331.09, "word": " على", "probability": 0.27490234375}, {"start": 2331.09, "end": 2331.97, "word": " B1،", "probability": 0.8849283854166666}, {"start": 2331.97, "end": 2332.11, "word": " هل", "probability": 0.7841796875}, {"start": 2332.11, "end": 2333.09, "word": " وجدت", "probability": 0.778564453125}, {"start": 2333.09, "end": 2334.01, "word": " مبدئيا", "probability": 0.791748046875}, {"start": 2334.01, "end": 2335.95, "word": " هنا،", "probability": 0.5001220703125}, {"start": 2335.95, "end": 2336.21, "word": " طبعا", "probability": 0.97998046875}, {"start": 2336.21, "end": 2336.43, "word": " الكلام", "probability": 0.9073893229166666}, {"start": 2336.43, "end": 2336.55, "word": " هذا", "probability": 0.72314453125}, {"start": 2336.55, "end": 2336.89, "word": " بتكمله", "probability": 0.774658203125}, {"start": 2336.89, "end": 2337.77, "word": " للكل،", "probability": 0.8777669270833334}, {"start": 2337.77, "end": 2338.01, "word": " هنا", "probability": 0.99267578125}, {"start": 2338.01, "end": 2338.67, "word": " الجزء", "probability": 0.986328125}, {"start": 2338.67, "end": 2338.87, "word": " هذا", "probability": 0.9365234375}, {"start": 2338.87, "end": 2338.99, "word": " ال", "probability": 0.72900390625}, {"start": 2338.99, "end": 2339.17, "word": " layer", "probability": 0.8828125}, {"start": 2339.17, "end": 2339.83, "word": " هذه،", "probability": 0.599609375}, {"start": 2339.83, "end": 2340.01, "word": " هذه", "probability": 0.344970703125}, {"start": 2340.01, "end": 2340.81, "word": " ال", "probability": 0.86279296875}, {"start": 2340.81, "end": 2341.07, "word": " neural", "probability": 0.890625}, {"start": 2341.07, "end": 2341.45, "word": " network", "probability": 0.9677734375}, {"start": 2341.45, "end": 2341.57, "word": " هي", "probability": 0.962890625}, {"start": 2341.57, "end": 2341.67, "word": " اللي", "probability": 0.982177734375}, {"start": 2341.67, "end": 2342.29, "word": " هتدربهم", "probability": 0.9697265625}], "temperature": 1.0}, {"id": 104, "seek": 236996, "start": 2343.36, "end": 2369.96, "text": "زي في ال back propagation بالظبط تماما هي back propagation ماتغيرش شكل فهتبدأ تدربهم بحيث ان هي تعطيها ال weights المناسبة بدل متذكر لما كنا بناخد .. بنعمل إذا كان ال .. وين راحت بي واحد ال R واحد و ال R اتنين اعطوا نفس الناتج كنا بنعمل accumulation لهم بنجمحهم على أساس ان الأولى زائد التانية إذا أنتم متذكرين ناقص ضربهم تمام", "tokens": [11622, 1829, 8978, 2423, 646, 38377, 20666, 19913, 3555, 9566, 46811, 10943, 995, 39896, 646, 38377, 19446, 2655, 17082, 13546, 8592, 13412, 28820, 6156, 3224, 2655, 44510, 10721, 6055, 3215, 25513, 16095, 4724, 5016, 1829, 12984, 16472, 39896, 37279, 9566, 1829, 11296, 2423, 17443, 9673, 8315, 35457, 3660, 47525, 1211, 44650, 8848, 37983, 5296, 15042, 9122, 8315, 44945, 47283, 3215, 4386, 44945, 25957, 1211, 11933, 15730, 25961, 2423, 4386, 4032, 9957, 12602, 39319, 2655, 4724, 1829, 36764, 24401, 2423, 497, 36764, 24401, 4032, 2423, 497, 1975, 2655, 1863, 9957, 1975, 3615, 9566, 14407, 8717, 36178, 28239, 9307, 7435, 9122, 8315, 44945, 25957, 1211, 35647, 5296, 16095, 44945, 7435, 2304, 5016, 16095, 15844, 5551, 3794, 32277, 16472, 16247, 12610, 7578, 30767, 16373, 3215, 16712, 7649, 10632, 11933, 15730, 14739, 39237, 44650, 8848, 37983, 9957, 8717, 995, 4587, 9381, 48812, 25513, 16095, 46811, 10943], "avg_logprob": -0.1854239564675551, "compression_ratio": 1.8197278911564625, "no_speech_prob": 1.1801719665527344e-05, "words": [{"start": 2343.36, "end": 2343.7, "word": "زي", "probability": 0.85009765625}, {"start": 2343.7, "end": 2343.86, "word": " في", "probability": 0.8994140625}, {"start": 2343.86, "end": 2343.92, "word": " ال", "probability": 0.85595703125}, {"start": 2343.92, "end": 2344.04, "word": " back", "probability": 0.54052734375}, {"start": 2344.04, "end": 2344.54, "word": " propagation", "probability": 0.8076171875}, {"start": 2344.54, "end": 2345.28, "word": " بالظبط", "probability": 0.8853759765625}, {"start": 2345.28, "end": 2345.72, "word": " تماما", "probability": 0.7320963541666666}, {"start": 2345.72, "end": 2345.82, "word": " هي", "probability": 0.658203125}, {"start": 2345.82, "end": 2346.02, "word": " back", "probability": 0.81787109375}, {"start": 2346.02, "end": 2346.44, "word": " propagation", "probability": 0.9736328125}, {"start": 2346.44, "end": 2346.98, "word": " ماتغيرش", "probability": 0.816845703125}, {"start": 2346.98, "end": 2347.22, "word": " شكل", "probability": 0.514892578125}, {"start": 2347.22, "end": 2348.12, "word": " فهتبدأ", "probability": 0.84443359375}, {"start": 2348.12, "end": 2348.52, "word": " تدربهم", "probability": 0.971923828125}, {"start": 2348.52, "end": 2348.82, "word": " بحيث", "probability": 0.9580078125}, {"start": 2348.82, "end": 2348.92, "word": " ان", "probability": 0.5654296875}, {"start": 2348.92, "end": 2349.0, "word": " هي", "probability": 0.6328125}, {"start": 2349.0, "end": 2349.42, "word": " تعطيها", "probability": 0.9383544921875}, {"start": 2349.42, "end": 2349.56, "word": " ال", "probability": 0.98583984375}, {"start": 2349.56, "end": 2349.8, "word": " weights", "probability": 0.82958984375}, {"start": 2349.8, "end": 2350.66, "word": " المناسبة", "probability": 0.994140625}, {"start": 2350.66, "end": 2351.16, "word": " بدل", "probability": 0.976806640625}, {"start": 2351.16, "end": 2351.54, "word": " متذكر", "probability": 0.7745768229166666}, {"start": 2351.54, "end": 2351.74, "word": " لما", "probability": 0.7427978515625}, {"start": 2351.74, "end": 2351.98, "word": " كنا", "probability": 0.990966796875}, {"start": 2351.98, "end": 2353.02, "word": " بناخد", "probability": 0.9308268229166666}, {"start": 2353.02, "end": 2353.18, "word": " ..", "probability": 0.3447265625}, {"start": 2353.18, "end": 2353.72, "word": " بنعمل", "probability": 0.9376627604166666}, {"start": 2353.72, "end": 2354.02, "word": " إذا", "probability": 0.732666015625}, {"start": 2354.02, "end": 2354.42, "word": " كان", "probability": 0.99658203125}, {"start": 2354.42, "end": 2354.9, "word": " ال", "probability": 0.97314453125}, {"start": 2354.9, "end": 2355.54, "word": " ..", "probability": 0.712890625}, {"start": 2355.54, "end": 2356.68, "word": " وين", "probability": 0.64990234375}, {"start": 2356.68, "end": 2357.04, "word": " راحت", "probability": 0.8712565104166666}, {"start": 2357.04, "end": 2357.32, "word": " بي", "probability": 0.54986572265625}, {"start": 2357.32, "end": 2357.76, "word": " واحد", "probability": 0.989013671875}, {"start": 2357.76, "end": 2357.94, "word": " ال", "probability": 0.9228515625}, {"start": 2357.94, "end": 2358.12, "word": " R", "probability": 0.51220703125}, {"start": 2358.12, "end": 2358.5, "word": " واحد", "probability": 0.976806640625}, {"start": 2358.5, "end": 2358.64, "word": " و", "probability": 0.60791015625}, {"start": 2358.64, "end": 2358.72, "word": " ال", "probability": 0.7333984375}, {"start": 2358.72, "end": 2358.9, "word": " R", "probability": 0.9677734375}, {"start": 2358.9, "end": 2359.24, "word": " اتنين", "probability": 0.930419921875}, {"start": 2359.24, "end": 2359.54, "word": " اعطوا", "probability": 0.7889404296875}, {"start": 2359.54, "end": 2359.74, "word": " نفس", "probability": 0.99853515625}, {"start": 2359.74, "end": 2360.36, "word": " الناتج", "probability": 0.7928059895833334}, {"start": 2360.36, "end": 2360.92, "word": " كنا", "probability": 0.916748046875}, {"start": 2360.92, "end": 2361.46, "word": " بنعمل", "probability": 0.9737955729166666}, {"start": 2361.46, "end": 2362.22, "word": " accumulation", "probability": 0.98486328125}, {"start": 2362.22, "end": 2362.64, "word": " لهم", "probability": 0.908447265625}, {"start": 2362.64, "end": 2363.7, "word": " بنجمحهم", "probability": 0.894140625}, {"start": 2363.7, "end": 2364.74, "word": " على", "probability": 0.943359375}, {"start": 2364.74, "end": 2365.0, "word": " أساس", "probability": 0.9161783854166666}, {"start": 2365.0, "end": 2365.16, "word": " ان", "probability": 0.488037109375}, {"start": 2365.16, "end": 2365.74, "word": " الأولى", "probability": 0.8683268229166666}, {"start": 2365.74, "end": 2366.1, "word": " زائد", "probability": 0.92236328125}, {"start": 2366.1, "end": 2366.74, "word": " التانية", "probability": 0.9484049479166666}, {"start": 2366.74, "end": 2367.1, "word": " إذا", "probability": 0.783203125}, {"start": 2367.1, "end": 2367.26, "word": " أنتم", "probability": 0.5677490234375}, {"start": 2367.26, "end": 2367.86, "word": " متذكرين", "probability": 0.9315185546875}, {"start": 2367.86, "end": 2368.46, "word": " ناقص", "probability": 0.9716796875}, {"start": 2368.46, "end": 2369.0, "word": " ضربهم", "probability": 0.97998046875}, {"start": 2369.0, "end": 2369.96, "word": " تمام", "probability": 0.927734375}], "temperature": 1.0}, {"id": 105, "seek": 239232, "start": 2371.0, "end": 2392.32, "text": "فهذا نفس الكلام الان بي واحد بي اتنين بي تلاتة هم نفسهم cascaded input ل output مختلف ل C1 و C2 فنفس الفكرة هي هي بنبدأ بقيمة الواحد عصاص انه انعرفهم ل rule رقم ستة", "tokens": [5172, 3224, 15730, 8717, 36178, 2423, 28820, 10943, 2423, 7649, 4724, 1829, 36764, 24401, 4724, 1829, 1975, 2655, 1863, 9957, 4724, 1829, 6055, 1211, 9307, 3660, 8032, 2304, 8717, 36178, 16095, 3058, 66, 12777, 4846, 5296, 5598, 3714, 46456, 46538, 5296, 383, 16, 4032, 383, 17, 6156, 1863, 36178, 27188, 4117, 25720, 39896, 39896, 44945, 44510, 10721, 4724, 4587, 32640, 3660, 2423, 14407, 24401, 6225, 9381, 33546, 16472, 3224, 16472, 3615, 28480, 16095, 5296, 4978, 12602, 4587, 2304, 8608, 2655, 3660], "avg_logprob": -0.17035060757543982, "compression_ratio": 1.5257142857142858, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2371.0, "end": 2371.42, "word": "فهذا", "probability": 0.8875325520833334}, {"start": 2371.42, "end": 2371.62, "word": " نفس", "probability": 0.99072265625}, {"start": 2371.62, "end": 2372.06, "word": " الكلام", "probability": 0.9609375}, {"start": 2372.06, "end": 2372.7, "word": " الان", "probability": 0.585693359375}, {"start": 2372.7, "end": 2373.78, "word": " بي", "probability": 0.50665283203125}, {"start": 2373.78, "end": 2374.42, "word": " واحد", "probability": 0.97509765625}, {"start": 2374.42, "end": 2374.7, "word": " بي", "probability": 0.8671875}, {"start": 2374.7, "end": 2375.06, "word": " اتنين", "probability": 0.9521484375}, {"start": 2375.06, "end": 2375.3, "word": " بي", "probability": 0.874755859375}, {"start": 2375.3, "end": 2375.88, "word": " تلاتة", "probability": 0.96630859375}, {"start": 2375.88, "end": 2376.42, "word": " هم", "probability": 0.8046875}, {"start": 2376.42, "end": 2377.18, "word": " نفسهم", "probability": 0.9900716145833334}, {"start": 2377.18, "end": 2378.32, "word": " cascaded", "probability": 0.8414713541666666}, {"start": 2378.32, "end": 2379.12, "word": " input", "probability": 0.9501953125}, {"start": 2379.12, "end": 2379.78, "word": " ل", "probability": 0.828125}, {"start": 2379.78, "end": 2381.52, "word": " output", "probability": 0.95166015625}, {"start": 2381.52, "end": 2382.78, "word": " مختلف", "probability": 0.9890950520833334}, {"start": 2382.78, "end": 2383.24, "word": " ل", "probability": 0.92333984375}, {"start": 2383.24, "end": 2383.72, "word": " C1", "probability": 0.5408935546875}, {"start": 2383.72, "end": 2383.86, "word": " و", "probability": 0.9580078125}, {"start": 2383.86, "end": 2384.28, "word": " C2", "probability": 0.791748046875}, {"start": 2384.28, "end": 2385.02, "word": " فنفس", "probability": 0.9440104166666666}, {"start": 2385.02, "end": 2385.4, "word": " الفكرة", "probability": 0.9759114583333334}, {"start": 2385.4, "end": 2385.6, "word": " هي", "probability": 0.875}, {"start": 2385.6, "end": 2385.9, "word": " هي", "probability": 0.81396484375}, {"start": 2385.9, "end": 2386.7, "word": " بنبدأ", "probability": 0.86767578125}, {"start": 2386.7, "end": 2387.18, "word": " بقيمة", "probability": 0.9471435546875}, {"start": 2387.18, "end": 2387.58, "word": " الواحد", "probability": 0.9493815104166666}, {"start": 2387.58, "end": 2387.9, "word": " عصاص", "probability": 0.5592447916666666}, {"start": 2387.9, "end": 2388.22, "word": " انه", "probability": 0.82421875}, {"start": 2388.22, "end": 2389.82, "word": " انعرفهم", "probability": 0.8621826171875}, {"start": 2389.82, "end": 2390.46, "word": " ل", "probability": 0.91064453125}, {"start": 2390.46, "end": 2390.9, "word": " rule", "probability": 0.76953125}, {"start": 2390.9, "end": 2391.52, "word": " رقم", "probability": 0.99072265625}, {"start": 2391.52, "end": 2392.32, "word": " ستة", "probability": 0.82177734375}], "temperature": 1.0}, {"id": 106, "seek": 241323, "start": 2393.04, "end": 2413.24, "text": "ورول رقم سبعة ورقم تمانية فمعنى ذلك ان هي ممكن ال network تكون اكتر من hidden layer واحدة فال hidden layer الأولى هنا اللى بتكون عادة خاصة بال rules هتكون عبارة عن ال conjunction layer نحط ال rules بعدين نواتج", "tokens": [13063, 12610, 12602, 4587, 2304, 8608, 3555, 27884, 4032, 2288, 4587, 2304, 46811, 7649, 10632, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 16472, 39896, 3714, 43020, 2423, 3209, 6055, 30544, 1975, 4117, 2655, 2288, 9154, 7633, 4583, 36764, 24401, 3660, 6156, 6027, 7633, 4583, 16247, 12610, 7578, 34105, 13672, 7578, 39894, 30544, 6225, 18513, 3660, 16490, 33546, 3660, 20666, 4474, 8032, 2655, 30544, 6225, 3555, 9640, 3660, 18871, 2423, 27482, 4583, 8717, 5016, 9566, 2423, 4474, 39182, 9957, 8717, 2407, 9307, 7435], "avg_logprob": -0.1647213830287198, "compression_ratio": 1.653061224489796, "no_speech_prob": 2.4437904357910156e-06, "words": [{"start": 2393.04, "end": 2393.42, "word": "ورول", "probability": 0.21942138671875}, {"start": 2393.42, "end": 2393.7, "word": " رقم", "probability": 0.94775390625}, {"start": 2393.7, "end": 2394.12, "word": " سبعة", "probability": 0.8180338541666666}, {"start": 2394.12, "end": 2394.72, "word": " ورقم", "probability": 0.8905029296875}, {"start": 2394.72, "end": 2395.46, "word": " تمانية", "probability": 0.96484375}, {"start": 2395.46, "end": 2396.06, "word": " فمعنى", "probability": 0.859619140625}, {"start": 2396.06, "end": 2396.28, "word": " ذلك", "probability": 0.980712890625}, {"start": 2396.28, "end": 2396.42, "word": " ان", "probability": 0.4248046875}, {"start": 2396.42, "end": 2396.7, "word": " هي", "probability": 0.447509765625}, {"start": 2396.7, "end": 2397.9, "word": " ممكن", "probability": 0.977294921875}, {"start": 2397.9, "end": 2398.3, "word": " ال", "probability": 0.8369140625}, {"start": 2398.3, "end": 2398.7, "word": " network", "probability": 0.91455078125}, {"start": 2398.7, "end": 2399.24, "word": " تكون", "probability": 0.96875}, {"start": 2399.24, "end": 2400.68, "word": " اكتر", "probability": 0.9345703125}, {"start": 2400.68, "end": 2401.08, "word": " من", "probability": 0.98876953125}, {"start": 2401.08, "end": 2401.9, "word": " hidden", "probability": 0.79345703125}, {"start": 2401.9, "end": 2402.46, "word": " layer", "probability": 0.890625}, {"start": 2402.46, "end": 2403.06, "word": " واحدة", "probability": 0.9736328125}, {"start": 2403.06, "end": 2403.7, "word": " فال", "probability": 0.817626953125}, {"start": 2403.7, "end": 2403.92, "word": " hidden", "probability": 0.82861328125}, {"start": 2403.92, "end": 2404.16, "word": " layer", "probability": 0.9345703125}, {"start": 2404.16, "end": 2404.6, "word": " الأولى", "probability": 0.8605143229166666}, {"start": 2404.6, "end": 2404.82, "word": " هنا", "probability": 0.95556640625}, {"start": 2404.82, "end": 2405.2, "word": " اللى", "probability": 0.7626953125}, {"start": 2405.2, "end": 2405.52, "word": " بتكون", "probability": 0.958251953125}, {"start": 2405.52, "end": 2405.86, "word": " عادة", "probability": 0.978515625}, {"start": 2405.86, "end": 2406.42, "word": " خاصة", "probability": 0.95458984375}, {"start": 2406.42, "end": 2406.82, "word": " بال", "probability": 0.837890625}, {"start": 2406.82, "end": 2407.44, "word": " rules", "probability": 0.80517578125}, {"start": 2407.44, "end": 2408.32, "word": " هتكون", "probability": 0.9220377604166666}, {"start": 2408.32, "end": 2408.62, "word": " عبارة", "probability": 0.9808349609375}, {"start": 2408.62, "end": 2409.28, "word": " عن", "probability": 0.99169921875}, {"start": 2409.28, "end": 2409.58, "word": " ال", "probability": 0.736328125}, {"start": 2409.58, "end": 2410.04, "word": " conjunction", "probability": 0.986328125}, {"start": 2410.04, "end": 2410.58, "word": " layer", "probability": 0.96337890625}, {"start": 2410.58, "end": 2411.4, "word": " نحط", "probability": 0.7808430989583334}, {"start": 2411.4, "end": 2411.64, "word": " ال", "probability": 0.9443359375}, {"start": 2411.64, "end": 2411.94, "word": " rules", "probability": 0.86962890625}, {"start": 2411.94, "end": 2412.62, "word": " بعدين", "probability": 0.839599609375}, {"start": 2412.62, "end": 2413.24, "word": " نواتج", "probability": 0.964111328125}], "temperature": 1.0}, {"id": 107, "seek": 243287, "start": 2414.09, "end": 2432.87, "text": "ال rules ليش نواتج ال rules هنا؟ لأنه ممكن جدا تكون جايانة من أكتر من rule معناه ذلك أنه لو تحققت ال rule رقم واحد أو ال rule رقم اتنين فمعناه ذلك أنه ال output هو بيه واحد المعلومات هيك بتقول", "tokens": [6027, 4474, 32239, 8592, 8717, 2407, 9307, 7435, 2423, 4474, 34105, 22807, 5296, 33456, 3224, 3714, 43020, 10874, 28259, 6055, 30544, 10874, 47302, 7649, 3660, 9154, 5551, 4117, 2655, 2288, 9154, 4978, 20449, 8315, 3224, 29910, 23275, 14739, 3224, 45164, 6055, 5016, 4587, 38149, 2423, 4978, 12602, 4587, 2304, 36764, 24401, 34051, 2423, 4978, 12602, 4587, 2304, 1975, 2655, 1863, 9957, 6156, 2304, 3615, 8315, 3224, 29910, 23275, 14739, 3224, 2423, 5598, 31439, 4724, 1829, 3224, 36764, 24401, 9673, 30241, 20498, 9307, 39896, 4117, 39894, 39648], "avg_logprob": -0.15687859126891213, "compression_ratio": 1.7853107344632768, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 2414.09, "end": 2414.39, "word": "ال", "probability": 0.59521484375}, {"start": 2414.39, "end": 2414.75, "word": " rules", "probability": 0.72216796875}, {"start": 2414.75, "end": 2415.21, "word": " ليش", "probability": 0.75390625}, {"start": 2415.21, "end": 2415.55, "word": " نواتج", "probability": 0.825927734375}, {"start": 2415.55, "end": 2415.69, "word": " ال", "probability": 0.9501953125}, {"start": 2415.69, "end": 2415.95, "word": " rules", "probability": 0.875}, {"start": 2415.95, "end": 2416.51, "word": " هنا؟", "probability": 0.71533203125}, {"start": 2416.51, "end": 2416.99, "word": " لأنه", "probability": 0.8722330729166666}, {"start": 2416.99, "end": 2417.55, "word": " ممكن", "probability": 0.985595703125}, {"start": 2417.55, "end": 2418.29, "word": " جدا", "probability": 0.96533203125}, {"start": 2418.29, "end": 2419.01, "word": " تكون", "probability": 0.96337890625}, {"start": 2419.01, "end": 2419.49, "word": " جايانة", "probability": 0.8194580078125}, {"start": 2419.49, "end": 2419.63, "word": " من", "probability": 0.98681640625}, {"start": 2419.63, "end": 2420.25, "word": " أكتر", "probability": 0.96630859375}, {"start": 2420.25, "end": 2420.83, "word": " من", "probability": 0.98486328125}, {"start": 2420.83, "end": 2421.21, "word": " rule", "probability": 0.75927734375}, {"start": 2421.21, "end": 2422.59, "word": " معناه", "probability": 0.6215006510416666}, {"start": 2422.59, "end": 2422.89, "word": " ذلك", "probability": 0.980224609375}, {"start": 2422.89, "end": 2423.15, "word": " أنه", "probability": 0.618408203125}, {"start": 2423.15, "end": 2423.37, "word": " لو", "probability": 0.98291015625}, {"start": 2423.37, "end": 2424.25, "word": " تحققت", "probability": 0.962646484375}, {"start": 2424.25, "end": 2424.57, "word": " ال", "probability": 0.98193359375}, {"start": 2424.57, "end": 2424.97, "word": " rule", "probability": 0.94287109375}, {"start": 2424.97, "end": 2425.49, "word": " رقم", "probability": 0.9938151041666666}, {"start": 2425.49, "end": 2426.01, "word": " واحد", "probability": 0.849853515625}, {"start": 2426.01, "end": 2426.75, "word": " أو", "probability": 0.77880859375}, {"start": 2426.75, "end": 2427.13, "word": " ال", "probability": 0.9453125}, {"start": 2427.13, "end": 2427.45, "word": " rule", "probability": 0.97216796875}, {"start": 2427.45, "end": 2427.93, "word": " رقم", "probability": 0.9952799479166666}, {"start": 2427.93, "end": 2428.45, "word": " اتنين", "probability": 0.9688720703125}, {"start": 2428.45, "end": 2429.09, "word": " فمعناه", "probability": 0.94443359375}, {"start": 2429.09, "end": 2429.31, "word": " ذلك", "probability": 0.98583984375}, {"start": 2429.31, "end": 2429.55, "word": " أنه", "probability": 0.6124267578125}, {"start": 2429.55, "end": 2429.59, "word": " ال", "probability": 0.87646484375}, {"start": 2429.59, "end": 2429.89, "word": " output", "probability": 0.9853515625}, {"start": 2429.89, "end": 2430.13, "word": " هو", "probability": 0.98291015625}, {"start": 2430.13, "end": 2430.35, "word": " بيه", "probability": 0.67822265625}, {"start": 2430.35, "end": 2430.71, "word": " واحد", "probability": 0.986083984375}, {"start": 2430.71, "end": 2432.39, "word": " المعلومات", "probability": 0.8148193359375}, {"start": 2432.39, "end": 2432.55, "word": " هيك", "probability": 0.969970703125}, {"start": 2432.55, "end": 2432.87, "word": " بتقول", "probability": 0.97900390625}], "temperature": 1.0}, {"id": 108, "seek": 244875, "start": 2433.71, "end": 2448.75, "text": "بواحد بتتحقق من two rules فأي واحدة منهم اتحققت مناسبة فهنا صارت بتجمع this conjunction layer ال conjunction هي ال rule نفسها واللي عادة بتكون كله end", "tokens": [3555, 14407, 24401, 39894, 2655, 5016, 4587, 4587, 9154, 732, 4474, 6156, 10721, 1829, 36764, 24401, 3660, 9154, 16095, 1975, 2655, 5016, 4587, 38149, 3714, 8315, 35457, 3660, 6156, 3224, 8315, 20328, 9640, 2655, 39894, 7435, 2304, 3615, 341, 27482, 4583, 2423, 27482, 39896, 2423, 4978, 8717, 36178, 11296, 16070, 20292, 6225, 18513, 3660, 39894, 30544, 28242, 3224, 917], "avg_logprob": -0.1348958358168602, "compression_ratio": 1.4161490683229814, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 2433.71, "end": 2434.51, "word": "بواحد", "probability": 0.8606770833333334}, {"start": 2434.51, "end": 2435.11, "word": " بتتحقق", "probability": 0.93525390625}, {"start": 2435.11, "end": 2435.25, "word": " من", "probability": 0.9912109375}, {"start": 2435.25, "end": 2435.43, "word": " two", "probability": 0.86865234375}, {"start": 2435.43, "end": 2435.81, "word": " rules", "probability": 0.83837890625}, {"start": 2435.81, "end": 2436.61, "word": " فأي", "probability": 0.8644205729166666}, {"start": 2436.61, "end": 2436.87, "word": " واحدة", "probability": 0.9842122395833334}, {"start": 2436.87, "end": 2437.01, "word": " منهم", "probability": 0.962158203125}, {"start": 2437.01, "end": 2437.69, "word": " اتحققت", "probability": 0.88857421875}, {"start": 2437.69, "end": 2439.15, "word": " مناسبة", "probability": 0.9053955078125}, {"start": 2439.15, "end": 2439.77, "word": " فهنا", "probability": 0.9075520833333334}, {"start": 2439.77, "end": 2440.09, "word": " صارت", "probability": 0.9140625}, {"start": 2440.09, "end": 2440.83, "word": " بتجمع", "probability": 0.975830078125}, {"start": 2440.83, "end": 2441.41, "word": " this", "probability": 0.4296875}, {"start": 2441.41, "end": 2441.91, "word": " conjunction", "probability": 0.521484375}, {"start": 2441.91, "end": 2442.35, "word": " layer", "probability": 0.8857421875}, {"start": 2442.35, "end": 2444.29, "word": " ال", "probability": 0.60888671875}, {"start": 2444.29, "end": 2444.75, "word": " conjunction", "probability": 0.96533203125}, {"start": 2444.75, "end": 2445.05, "word": " هي", "probability": 0.95751953125}, {"start": 2445.05, "end": 2445.25, "word": " ال", "probability": 0.96435546875}, {"start": 2445.25, "end": 2445.65, "word": " rule", "probability": 0.87890625}, {"start": 2445.65, "end": 2446.39, "word": " نفسها", "probability": 0.9944661458333334}, {"start": 2446.39, "end": 2446.75, "word": " واللي", "probability": 0.763916015625}, {"start": 2446.75, "end": 2447.05, "word": " عادة", "probability": 0.9747721354166666}, {"start": 2447.05, "end": 2447.37, "word": " بتكون", "probability": 0.88525390625}, {"start": 2447.37, "end": 2447.93, "word": " كله", "probability": 0.852294921875}, {"start": 2447.93, "end": 2448.75, "word": " end", "probability": 0.7158203125}], "temperature": 1.0}, {"id": 109, "seek": 246759, "start": 2451.29, "end": 2467.59, "text": "شغالة على end ف conjunction لل rule بينما الخطوة اللي وراها عشان احصل على ال .. الناتج او ال conclusion فال conclusion هذا اذا ظهر من اكتر من rule فهو disjunction ليش؟ or", "tokens": [8592, 17082, 6027, 3660, 15844, 917, 6156, 27482, 24976, 4978, 49374, 15042, 33962, 9566, 2407, 3660, 13672, 1829, 4032, 23557, 11296, 6225, 8592, 7649, 1975, 5016, 36520, 15844, 2423, 4386, 28239, 9307, 7435, 1975, 2407, 2423, 10063, 6156, 6027, 10063, 23758, 1975, 15730, 1357, 116, 3224, 2288, 9154, 1975, 4117, 2655, 2288, 9154, 4978, 6156, 3224, 2407, 717, 10010, 882, 32239, 8592, 22807, 420], "avg_logprob": -0.17608173076923078, "compression_ratio": 1.5304878048780488, "no_speech_prob": 3.5762786865234375e-06, "words": [{"start": 2451.29, "end": 2451.97, "word": "شغالة", "probability": 0.8104248046875}, {"start": 2451.97, "end": 2452.09, "word": " على", "probability": 0.9267578125}, {"start": 2452.09, "end": 2452.43, "word": " end", "probability": 0.58837890625}, {"start": 2452.43, "end": 2452.87, "word": " ف", "probability": 0.5244140625}, {"start": 2452.87, "end": 2453.51, "word": " conjunction", "probability": 0.97412109375}, {"start": 2453.51, "end": 2454.17, "word": " لل", "probability": 0.8349609375}, {"start": 2454.17, "end": 2454.53, "word": " rule", "probability": 0.61669921875}, {"start": 2454.53, "end": 2455.45, "word": " بينما", "probability": 0.940185546875}, {"start": 2455.45, "end": 2456.65, "word": " الخطوة", "probability": 0.9652099609375}, {"start": 2456.65, "end": 2456.77, "word": " اللي", "probability": 0.833740234375}, {"start": 2456.77, "end": 2457.03, "word": " وراها", "probability": 0.9928385416666666}, {"start": 2457.03, "end": 2457.25, "word": " عشان", "probability": 0.9733072916666666}, {"start": 2457.25, "end": 2457.53, "word": " احصل", "probability": 0.8455403645833334}, {"start": 2457.53, "end": 2457.83, "word": " على", "probability": 0.91015625}, {"start": 2457.83, "end": 2458.55, "word": " ال", "probability": 0.765625}, {"start": 2458.55, "end": 2458.97, "word": " ..", "probability": 0.64404296875}, {"start": 2458.97, "end": 2460.77, "word": " الناتج", "probability": 0.7588704427083334}, {"start": 2460.77, "end": 2460.91, "word": " او", "probability": 0.797607421875}, {"start": 2460.91, "end": 2461.03, "word": " ال", "probability": 0.939453125}, {"start": 2461.03, "end": 2461.55, "word": " conclusion", "probability": 0.97265625}, {"start": 2461.55, "end": 2462.03, "word": " فال", "probability": 0.949951171875}, {"start": 2462.03, "end": 2462.35, "word": " conclusion", "probability": 0.92138671875}, {"start": 2462.35, "end": 2462.61, "word": " هذا", "probability": 0.54638671875}, {"start": 2462.61, "end": 2462.87, "word": " اذا", "probability": 0.72802734375}, {"start": 2462.87, "end": 2463.23, "word": " ظهر", "probability": 0.9376220703125}, {"start": 2463.23, "end": 2463.37, "word": " من", "probability": 0.8798828125}, {"start": 2463.37, "end": 2463.69, "word": " اكتر", "probability": 0.937744140625}, {"start": 2463.69, "end": 2463.85, "word": " من", "probability": 0.9921875}, {"start": 2463.85, "end": 2464.11, "word": " rule", "probability": 0.94140625}, {"start": 2464.11, "end": 2465.89, "word": " فهو", "probability": 0.9892578125}, {"start": 2465.89, "end": 2466.79, "word": " disjunction", "probability": 0.9051106770833334}, {"start": 2466.79, "end": 2467.33, "word": " ليش؟", "probability": 0.7239583333333334}, {"start": 2467.33, "end": 2467.59, "word": " or", "probability": 0.7373046875}], "temperature": 1.0}, {"id": 110, "seek": 248510, "start": 2468.52, "end": 2485.1, "text": "or يا من هنا يا من هنا وهذا الكلام نفسه بواحد بواحد تتحقق اما من ال rule الأولى او ال rule التانية او ال rule التانية and so on هذا ممكن طبعا لو لو كبرناها بهذا بهذا الشكل اللي احنا شايفينه تمام", "tokens": [284, 35186, 9154, 34105, 35186, 9154, 34105, 37037, 15730, 2423, 28820, 10943, 8717, 36178, 3224, 4724, 14407, 24401, 4724, 14407, 24401, 6055, 2655, 5016, 4587, 4587, 1975, 15042, 9154, 2423, 4978, 16247, 12610, 7578, 1975, 2407, 2423, 4978, 16712, 7649, 10632, 1975, 2407, 2423, 4978, 16712, 7649, 10632, 293, 370, 322, 23758, 3714, 43020, 23032, 3555, 3615, 995, 45164, 45164, 9122, 26890, 8315, 11296, 39627, 15730, 39627, 15730, 25124, 28820, 13672, 1829, 1975, 5016, 8315, 13412, 995, 33911, 9957, 3224, 46811, 10943], "avg_logprob": -0.1707454883908651, "compression_ratio": 1.8522727272727273, "no_speech_prob": 3.6954879760742188e-06, "words": [{"start": 2468.52, "end": 2468.82, "word": "or", "probability": 0.3984375}, {"start": 2468.82, "end": 2469.62, "word": " يا", "probability": 0.383544921875}, {"start": 2469.62, "end": 2469.8, "word": " من", "probability": 0.9951171875}, {"start": 2469.8, "end": 2470.02, "word": " هنا", "probability": 0.99658203125}, {"start": 2470.02, "end": 2470.22, "word": " يا", "probability": 0.87939453125}, {"start": 2470.22, "end": 2470.36, "word": " من", "probability": 0.99609375}, {"start": 2470.36, "end": 2470.58, "word": " هنا", "probability": 0.9970703125}, {"start": 2470.58, "end": 2471.12, "word": " وهذا", "probability": 0.6817626953125}, {"start": 2471.12, "end": 2471.42, "word": " الكلام", "probability": 0.94580078125}, {"start": 2471.42, "end": 2471.72, "word": " نفسه", "probability": 0.9889322916666666}, {"start": 2471.72, "end": 2472.34, "word": " بواحد", "probability": 0.7510579427083334}, {"start": 2472.34, "end": 2472.92, "word": " بواحد", "probability": 0.81884765625}, {"start": 2472.92, "end": 2473.48, "word": " تتحقق", "probability": 0.9216796875}, {"start": 2473.48, "end": 2473.72, "word": " اما", "probability": 0.6259765625}, {"start": 2473.72, "end": 2473.92, "word": " من", "probability": 0.98779296875}, {"start": 2473.92, "end": 2473.98, "word": " ال", "probability": 0.91796875}, {"start": 2473.98, "end": 2474.1, "word": " rule", "probability": 0.5595703125}, {"start": 2474.1, "end": 2474.54, "word": " الأولى", "probability": 0.9298502604166666}, {"start": 2474.54, "end": 2475.0, "word": " او", "probability": 0.723388671875}, {"start": 2475.0, "end": 2475.28, "word": " ال", "probability": 0.9677734375}, {"start": 2475.28, "end": 2475.46, "word": " rule", "probability": 0.953125}, {"start": 2475.46, "end": 2475.98, "word": " التانية", "probability": 0.82421875}, {"start": 2475.98, "end": 2476.56, "word": " او", "probability": 0.85302734375}, {"start": 2476.56, "end": 2476.66, "word": " ال", "probability": 0.875}, {"start": 2476.66, "end": 2476.86, "word": " rule", "probability": 0.9345703125}, {"start": 2476.86, "end": 2477.46, "word": " التانية", "probability": 0.9817708333333334}, {"start": 2477.46, "end": 2477.84, "word": " and", "probability": 0.312255859375}, {"start": 2477.84, "end": 2478.0, "word": " so", "probability": 0.71875}, {"start": 2478.0, "end": 2478.1, "word": " on", "probability": 0.92138671875}, {"start": 2478.1, "end": 2478.26, "word": " هذا", "probability": 0.76171875}, {"start": 2478.26, "end": 2478.54, "word": " ممكن", "probability": 0.962646484375}, {"start": 2478.54, "end": 2478.84, "word": " طبعا", "probability": 0.9825439453125}, {"start": 2478.84, "end": 2479.02, "word": " لو", "probability": 0.9853515625}, {"start": 2479.02, "end": 2479.72, "word": " لو", "probability": 0.8271484375}, {"start": 2479.72, "end": 2481.1, "word": " كبرناها", "probability": 0.96630859375}, {"start": 2481.1, "end": 2482.34, "word": " بهذا", "probability": 0.968994140625}, {"start": 2482.34, "end": 2482.88, "word": " بهذا", "probability": 0.6575927734375}, {"start": 2482.88, "end": 2483.16, "word": " الشكل", "probability": 0.992919921875}, {"start": 2483.16, "end": 2483.3, "word": " اللي", "probability": 0.872314453125}, {"start": 2483.3, "end": 2483.56, "word": " احنا", "probability": 0.9182942708333334}, {"start": 2483.56, "end": 2484.66, "word": " شايفينه", "probability": 0.97099609375}, {"start": 2484.66, "end": 2485.1, "word": " تمام", "probability": 0.9658203125}], "temperature": 1.0}, {"id": 111, "seek": 250101, "start": 2485.95, "end": 2501.01, "text": "المرة القادمة ان شاء الله تعالى بناخد الجزء التاني اللى هو neuro fuzzy system بفضل نخليه للمرة القادمة بحيث انه تكون في بداية محاضرة ماتكونش في نهايتها لأنه شوية بدها نركز معاها أكتر", "tokens": [45340, 25720, 25062, 18513, 46007, 16472, 13412, 16606, 21984, 37279, 6027, 7578, 44945, 47283, 3215, 25724, 11622, 38207, 16712, 7649, 1829, 13672, 7578, 31439, 16499, 34710, 1185, 4724, 5172, 11242, 1211, 8717, 9778, 20292, 3224, 5296, 19528, 25720, 25062, 18513, 46007, 4724, 5016, 1829, 12984, 16472, 3224, 6055, 30544, 8978, 4724, 28259, 10632, 3714, 5016, 46958, 25720, 3714, 9307, 30544, 8592, 8978, 8717, 11296, 36081, 11296, 5296, 33456, 3224, 13412, 2407, 10632, 47525, 11296, 8717, 31747, 11622, 20449, 995, 11296, 5551, 4117, 2655, 2288], "avg_logprob": -0.10965073669657988, "compression_ratio": 1.6898395721925135, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 2485.9500000000003, "end": 2486.67, "word": "المرة", "probability": 0.93017578125}, {"start": 2486.67, "end": 2487.09, "word": " القادمة", "probability": 0.98876953125}, {"start": 2487.09, "end": 2487.21, "word": " ان", "probability": 0.8037109375}, {"start": 2487.21, "end": 2487.37, "word": " شاء", "probability": 0.975341796875}, {"start": 2487.37, "end": 2487.51, "word": " الله", "probability": 0.94677734375}, {"start": 2487.51, "end": 2487.99, "word": " تعالى", "probability": 0.9267578125}, {"start": 2487.99, "end": 2488.71, "word": " بناخد", "probability": 0.9490559895833334}, {"start": 2488.71, "end": 2490.03, "word": " الجزء", "probability": 0.935546875}, {"start": 2490.03, "end": 2490.39, "word": " التاني", "probability": 0.8709309895833334}, {"start": 2490.39, "end": 2490.45, "word": " اللى", "probability": 0.64892578125}, {"start": 2490.45, "end": 2490.57, "word": " هو", "probability": 0.947265625}, {"start": 2490.57, "end": 2490.81, "word": " neuro", "probability": 0.398193359375}, {"start": 2490.81, "end": 2491.21, "word": " fuzzy", "probability": 0.72607421875}, {"start": 2491.21, "end": 2491.93, "word": " system", "probability": 0.9794921875}, {"start": 2491.93, "end": 2493.85, "word": " بفضل", "probability": 0.9566650390625}, {"start": 2493.85, "end": 2494.21, "word": " نخليه", "probability": 0.91552734375}, {"start": 2494.21, "end": 2494.55, "word": " للمرة", "probability": 0.9493815104166666}, {"start": 2494.55, "end": 2495.03, "word": " القادمة", "probability": 0.990234375}, {"start": 2495.03, "end": 2495.39, "word": " بحيث", "probability": 0.9818115234375}, {"start": 2495.39, "end": 2495.67, "word": " انه", "probability": 0.82080078125}, {"start": 2495.67, "end": 2496.21, "word": " تكون", "probability": 0.87255859375}, {"start": 2496.21, "end": 2496.33, "word": " في", "probability": 0.740234375}, {"start": 2496.33, "end": 2496.59, "word": " بداية", "probability": 0.978515625}, {"start": 2496.59, "end": 2497.07, "word": " محاضرة", "probability": 0.9425048828125}, {"start": 2497.07, "end": 2497.43, "word": " ماتكونش", "probability": 0.7679443359375}, {"start": 2497.43, "end": 2497.55, "word": " في", "probability": 0.845703125}, {"start": 2497.55, "end": 2498.11, "word": " نهايتها", "probability": 0.95458984375}, {"start": 2498.11, "end": 2498.79, "word": " لأنه", "probability": 0.79150390625}, {"start": 2498.79, "end": 2499.07, "word": " شوية", "probability": 0.9527994791666666}, {"start": 2499.07, "end": 2499.49, "word": " بدها", "probability": 0.936767578125}, {"start": 2499.49, "end": 2500.27, "word": " نركز", "probability": 0.9630533854166666}, {"start": 2500.27, "end": 2500.59, "word": " معاها", "probability": 0.9736328125}, {"start": 2500.59, "end": 2501.01, "word": " أكتر", "probability": 0.903564453125}], "temperature": 1.0}, {"id": 112, "seek": 252004, "start": 2502.02, "end": 2520.04, "text": "تكون انت كطالب في المصاق تبدأها من بداية المحاضرة، مابتدش تتلخبط مع ال knowledge تبعت السابقة، خلّينا نبدأ في neuro fuzzy system لإنه من الأنظمة المشهورة جدا والأنظمة اللي كتير مستخدمة و الحقيقة", "tokens": [2655, 30544, 16472, 2655, 9122, 9566, 6027, 3555, 8978, 9673, 9381, 995, 4587, 6055, 44510, 10721, 11296, 9154, 4724, 28259, 10632, 9673, 5016, 46958, 25720, 12399, 3714, 16758, 2655, 3215, 8592, 6055, 2655, 1211, 9778, 3555, 9566, 20449, 2423, 3601, 6055, 3555, 34268, 21136, 16758, 28671, 12399, 16490, 1211, 11703, 1829, 8315, 8717, 44510, 10721, 8978, 16499, 34710, 1185, 5296, 28814, 1863, 3224, 9154, 16247, 1863, 19913, 46007, 9673, 8592, 3224, 13063, 3660, 10874, 28259, 16070, 33456, 19913, 46007, 13672, 1829, 9122, 2655, 13546, 3714, 14851, 9778, 40448, 3660, 4032, 21542, 38436, 28671], "avg_logprob": -0.212101067951385, "compression_ratio": 1.5467289719626167, "no_speech_prob": 1.430511474609375e-06, "words": [{"start": 2502.02, "end": 2502.94, "word": "تكون", "probability": 0.951171875}, {"start": 2502.94, "end": 2503.26, "word": " انت", "probability": 0.751220703125}, {"start": 2503.26, "end": 2506.0, "word": " كطالب", "probability": 0.899169921875}, {"start": 2506.0, "end": 2506.1, "word": " في", "probability": 0.900390625}, {"start": 2506.1, "end": 2506.62, "word": " المصاق", "probability": 0.8072509765625}, {"start": 2506.62, "end": 2507.1, "word": " تبدأها", "probability": 0.9471435546875}, {"start": 2507.1, "end": 2507.22, "word": " من", "probability": 0.99462890625}, {"start": 2507.22, "end": 2507.48, "word": " بداية", "probability": 0.9724934895833334}, {"start": 2507.48, "end": 2509.22, "word": " المحاضرة،", "probability": 0.843798828125}, {"start": 2509.22, "end": 2509.52, "word": " مابتدش", "probability": 0.4283203125}, {"start": 2509.52, "end": 2510.16, "word": " تتلخبط", "probability": 0.9192708333333334}, {"start": 2510.16, "end": 2510.36, "word": " مع", "probability": 0.97998046875}, {"start": 2510.36, "end": 2510.82, "word": " ال", "probability": 0.92919921875}, {"start": 2510.82, "end": 2511.38, "word": " knowledge", "probability": 0.51708984375}, {"start": 2511.38, "end": 2511.72, "word": " تبعت", "probability": 0.7763671875}, {"start": 2511.72, "end": 2512.76, "word": " السابقة،", "probability": 0.9097900390625}, {"start": 2512.76, "end": 2513.22, "word": " خلّينا", "probability": 0.793603515625}, {"start": 2513.22, "end": 2513.8, "word": " نبدأ", "probability": 0.9910481770833334}, {"start": 2513.8, "end": 2513.92, "word": " في", "probability": 0.9384765625}, {"start": 2513.92, "end": 2514.14, "word": " neuro", "probability": 0.193359375}, {"start": 2514.14, "end": 2514.48, "word": " fuzzy", "probability": 0.46533203125}, {"start": 2514.48, "end": 2515.18, "word": " system", "probability": 0.97607421875}, {"start": 2515.18, "end": 2515.48, "word": " لإنه", "probability": 0.81695556640625}, {"start": 2515.48, "end": 2515.6, "word": " من", "probability": 0.9912109375}, {"start": 2515.6, "end": 2516.06, "word": " الأنظمة", "probability": 0.982421875}, {"start": 2516.06, "end": 2516.9, "word": " المشهورة", "probability": 0.9884765625}, {"start": 2516.9, "end": 2517.2, "word": " جدا", "probability": 0.991943359375}, {"start": 2517.2, "end": 2517.96, "word": " والأنظمة", "probability": 0.83367919921875}, {"start": 2517.96, "end": 2518.12, "word": " اللي", "probability": 0.6678466796875}, {"start": 2518.12, "end": 2518.32, "word": " كتير", "probability": 0.9892578125}, {"start": 2518.32, "end": 2519.02, "word": " مستخدمة", "probability": 0.9654296875}, {"start": 2519.02, "end": 2519.34, "word": " و", "probability": 0.31884765625}, {"start": 2519.34, "end": 2520.04, "word": " الحقيقة", "probability": 0.9090169270833334}], "temperature": 1.0}, {"id": 113, "seek": 253736, "start": 2520.8, "end": 2537.36, "text": "يعني دارش جدا استخدامها وكتير مستخدمة في تطبيقات وإلها الحقيقة خلينا نسمي سبب وجيه جدا أنه لأ لازم نستخدمها، هنعرف الكلام هذا كله للمرة القادمة ان شاء الله تعالى، يعطيكوا العافية وبرك الله فيكم، كل عام انتوا بخير", "tokens": [40228, 22653, 11778, 9640, 8592, 10874, 28259, 44713, 9778, 3215, 10943, 11296, 4032, 4117, 2655, 13546, 3714, 14851, 9778, 40448, 3660, 8978, 6055, 9566, 21292, 4587, 9307, 4032, 28814, 1211, 11296, 21542, 38436, 28671, 16490, 1211, 9957, 995, 8717, 38251, 1829, 8608, 3555, 3555, 49610, 1829, 3224, 10874, 28259, 14739, 3224, 5296, 10721, 5296, 31377, 2304, 8717, 14851, 9778, 40448, 11296, 12399, 8032, 1863, 3615, 28480, 2423, 28820, 10943, 23758, 28242, 3224, 5296, 19528, 25720, 25062, 18513, 46007, 16472, 13412, 16606, 21984, 37279, 6027, 7578, 12399, 37495, 9566, 1829, 4117, 14407, 18863, 31845, 10632, 4032, 26890, 4117, 21984, 8978, 24793, 12399, 28242, 6225, 10943, 16472, 2655, 14407, 4724, 9778, 13546], "avg_logprob": -0.17652026436350368, "compression_ratio": 1.808411214953271, "no_speech_prob": 0.1072998046875, "words": [{"start": 2520.8, "end": 2521.48, "word": "يعني", "probability": 0.799560546875}, {"start": 2521.48, "end": 2522.16, "word": " دارش", "probability": 0.8216145833333334}, {"start": 2522.16, "end": 2522.5, "word": " جدا", "probability": 0.966796875}, {"start": 2522.5, "end": 2523.22, "word": " استخدامها", "probability": 0.96064453125}, {"start": 2523.22, "end": 2523.96, "word": " وكتير", "probability": 0.6864013671875}, {"start": 2523.96, "end": 2524.42, "word": " مستخدمة", "probability": 0.9224609375}, {"start": 2524.42, "end": 2524.52, "word": " في", "probability": 0.9140625}, {"start": 2524.52, "end": 2525.1, "word": " تطبيقات", "probability": 0.9466796875}, {"start": 2525.1, "end": 2525.8, "word": " وإلها", "probability": 0.76837158203125}, {"start": 2525.8, "end": 2526.98, "word": " الحقيقة", "probability": 0.9817708333333334}, {"start": 2526.98, "end": 2527.88, "word": " خلينا", "probability": 0.734619140625}, {"start": 2527.88, "end": 2528.46, "word": " نسمي", "probability": 0.9934895833333334}, {"start": 2528.46, "end": 2529.9, "word": " سبب", "probability": 0.8458658854166666}, {"start": 2529.9, "end": 2530.24, "word": " وجيه", "probability": 0.7894694010416666}, {"start": 2530.24, "end": 2530.52, "word": " جدا", "probability": 0.998046875}, {"start": 2530.52, "end": 2530.82, "word": " أنه", "probability": 0.68359375}, {"start": 2530.82, "end": 2530.96, "word": " لأ", "probability": 0.97509765625}, {"start": 2530.96, "end": 2531.2, "word": " لازم", "probability": 0.9931640625}, {"start": 2531.2, "end": 2532.16, "word": " نستخدمها،", "probability": 0.8821614583333334}, {"start": 2532.16, "end": 2532.52, "word": " هنعرف", "probability": 0.8980712890625}, {"start": 2532.52, "end": 2532.84, "word": " الكلام", "probability": 0.94873046875}, {"start": 2532.84, "end": 2532.96, "word": " هذا", "probability": 0.576171875}, {"start": 2532.96, "end": 2533.24, "word": " كله", "probability": 0.989013671875}, {"start": 2533.24, "end": 2533.6, "word": " للمرة", "probability": 0.9375}, {"start": 2533.6, "end": 2533.96, "word": " القادمة", "probability": 0.9912109375}, {"start": 2533.96, "end": 2534.08, "word": " ان", "probability": 0.5556640625}, {"start": 2534.08, "end": 2534.18, "word": " شاء", "probability": 0.966552734375}, {"start": 2534.18, "end": 2534.26, "word": " الله", "probability": 0.94677734375}, {"start": 2534.26, "end": 2534.98, "word": " تعالى،", "probability": 0.9051513671875}, {"start": 2534.98, "end": 2535.32, "word": " يعطيكوا", "probability": 0.7943359375}, {"start": 2535.32, "end": 2535.64, "word": " العافية", "probability": 0.9142252604166666}, {"start": 2535.64, "end": 2536.02, "word": " وبرك", "probability": 0.6778157552083334}, {"start": 2536.02, "end": 2536.12, "word": " الله", "probability": 0.56201171875}, {"start": 2536.12, "end": 2536.62, "word": " فيكم،", "probability": 0.9552408854166666}, {"start": 2536.62, "end": 2536.78, "word": " كل", "probability": 0.381591796875}, {"start": 2536.78, "end": 2536.94, "word": " عام", "probability": 0.995361328125}, {"start": 2536.94, "end": 2537.12, "word": " انتوا", "probability": 0.7044270833333334}, {"start": 2537.12, "end": 2537.36, "word": " بخير", "probability": 0.9947916666666666}], "temperature": 1.0}], "language": "ar", "language_probability": 1.0, "duration": 2537.80175, "duration_after_vad": 2487.7924999999923}
\ No newline at end of file
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/wvUolqJpHd8.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/wvUolqJpHd8.srt
new file mode 100644
index 0000000000000000000000000000000000000000..dc7920faa614f01e43c6af29848148d1bdf0809d
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/wvUolqJpHd8.srt
@@ -0,0 +1,3171 @@
+1
+00:00:04,980 --> 00:00:08,840
+بسم الله الرحمن الرحيم نكمل في موضوع ال rule-based
+
+2
+00:00:08,840 --> 00:00:12,320
+expert system اللي كنا اتكلمنا فيها المرة السابقة
+
+3
+00:00:12,320 --> 00:00:17,720
+و تقريبا شبه خلصناها تبقالنا فقط ناخذ لنا مثالًا
+
+4
+00:00:17,720 --> 00:00:22,580
+عليه، و المثال ببساطة جداً نحاول هكذا نلخصه كشرح
+
+5
+00:00:22,580 --> 00:00:26,780
+عشان نبدأ نشوف مجموعة الـ rules هذه و نربطها
+
+6
+00:00:26,780 --> 00:00:30,720
+مع طبيعة المثال نفسه، المثال ببساطة بدنا نعمل
+
+7
+00:00:30,720 --> 00:00:34,240
+expert system، و طبعاً أكيد هيكون معتمد على rule
+
+8
+00:00:34,240 --> 00:00:39,880
+based expert system، المطلوب منه أن يكون as a media
+
+9
+00:00:39,880 --> 00:00:43,960
+advisor، media advisor، إيش يعني؟ يعني بمعنى يعطيني
+
+10
+00:00:43,960 --> 00:00:49,400
+نصيحة أو استشارة، إيش الـ media أو الـ medium المناسبة
+
+11
+00:00:49,400 --> 00:00:53,440
+لدورة تدريبية، لدورة تدريبية، الدورة التدريبية
+
+12
+00:00:53,440 --> 00:00:56,240
+عشان نعمل دورة تدريبية و نقول إيش البيئة المناسبة
+
+13
+00:00:56,240 --> 00:01:00,280
+لهذه الدورة، معناه ذلك أن أنا محتاج أعرف الـ
+
+14
+00:01:00,280 --> 00:01:04,460
+trainees تبعوني، اللي هم المتدربين، إيش إمكانياتهم؟
+
+15
+00:01:04,460 --> 00:01:06,980
+إيش البيئة اللي هم بيحبوا يشتغلوا فيها؟ طبعاً احنا
+
+16
+00:01:06,980 --> 00:01:10,320
+هنا بنتكلم عن الـ trainees، بيشتغلوا trainees
+
+17
+00:01:10,320 --> 00:01:16,240
+بيشتغلوا، فإحنا بدنا نعطيهم extra skills أو needed
+
+18
+00:01:16,240 --> 00:01:21,020
+skills، مهارات محتاجينها في شغلهم، فمعنى ذلك أنا
+
+19
+00:01:21,020 --> 00:01:24,100
+محتاج أعرف لـ trainees هدول إيش طبيعتهم، من أي
+
+20
+00:01:24,100 --> 00:01:26,560
+ناحية؟ من ناحية الـ environment اللي هم بيشتغلوا
+
+21
+00:01:26,560 --> 00:01:30,810
+فيها؟ إيش البيئة؟ اللي بيشتغلوا فيها عادةً، بعدين الـ
+
+22
+00:01:30,810 --> 00:01:35,550
+job تبعهم، إيش بالظبط طبيعة الـ job، بدنا نتكلم عن الـ
+
+23
+00:01:35,550 --> 00:01:41,850
+stimulus response، و الـ stimulus، الـ environment
+
+24
+00:01:41,850 --> 00:01:45,990
+بتاعتهم، بحيث إنه إيش الوضع المحفز لهم، إنه فعلاً
+
+25
+00:01:45,990 --> 00:01:49,150
+يستفيدوا من هذه الدورة، عشان نتكلم عن هذا الكلام
+
+26
+00:01:49,150 --> 00:01:51,350
+معناته، بدأ أكون عارف لـ trainees هدول إيش واضحهم
+
+27
+00:01:51,350 --> 00:01:55,410
+مين هم بالضبط، فهو هذا بالضبط اللي بدنا نشتغله، بحيث
+
+28
+00:01:55,410 --> 00:02:01,720
+إنه أنا أعطي الـ trainee هدول، إيش الـ job تبعتهم؟
+
+29
+00:02:01,720 --> 00:02:04,520
+إيش الـ environment اللي بيحبوا يشتغلوا فيها؟ وإيش
+
+30
+00:02:04,520 --> 00:02:09,360
+الـ stimulus response؟ بمعنى، لو طلبت منه task، إيش
+
+31
+00:02:09,360 --> 00:02:13,440
+أفضل طريقة بيقدر هو يعبر لي عن فهمه؟ لما
+
+32
+00:02:13,440 --> 00:02:17,540
+بنجي نتكلم عن طالب، بالنسبة للطالب، يعني نوعاً
+
+33
+00:02:17,540 --> 00:02:21,260
+ما أنه يكتب مثلاً على ورقة، يكتب على ورقة، فـ
+
+34
+00:02:21,260 --> 00:02:27,380
+papers، ممكن تكون عبارة عن papers أو oral، أنه يتكلم
+
+35
+00:02:27,380 --> 00:02:31,040
+معايا كلام، مثلاً يناقشني، لكن لما نيجي نتكلم عن واحد
+
+36
+00:02:31,040 --> 00:02:35,400
+بيشتغل فني لحام مثلاً، أو فني إلكترونيات، أو أمور
+
+37
+00:02:35,400 --> 00:02:38,660
+بهذه الشكل، هو مش متعود على الورقة و القلم، لما أجي
+
+38
+00:02:38,660 --> 00:02:42,160
+أحطه في دورة، ما أجي أقول والله أنا بدي أختبره، فآخذ
+
+39
+00:02:42,160 --> 00:02:45,860
+هاي ورقة و قلم، و اكتب لي إيش بتعرف، مش هيعرف يشتغل
+
+40
+00:02:45,860 --> 00:02:48,600
+بهذا الشكل، و في الحالة هذه، الـ evaluation تبعته
+
+41
+00:02:48,600 --> 00:02:53,180
+هتكون خاطئة، أكون، هكون قيمته بشكل خاطئ تماماً، فالـ
+
+42
+00:02:53,180 --> 00:02:56,540
+response اللي أنا مستنيه منه، الاستجابة، لازم يكون
+
+43
+00:02:56,540 --> 00:02:59,860
+فيه محفز له، stimulus response، إيش الشيء المحفز له
+
+44
+00:02:59,860 --> 00:03:04,670
+أنه أقول له: لأ، خذ هاي مجموعة مواد، و اعمل لي منتج زي هذا
+
+45
+00:03:04,670 --> 00:03:08,350
+ساعتها بقيّمه حسب البيئة اللي هو جاي منها، اللي هو
+
+46
+00:03:08,350 --> 00:03:12,690
+بيشتغل منها أساساً، فبتكون في الحالة هذه الدورة
+
+47
+00:03:12,690 --> 00:03:16,570
+التدريبية كتير أفيد من مجرد كلام في الهواء، ويطلع
+
+48
+00:03:16,570 --> 00:03:19,950
+مستفيدش منها أي شيء، فببساطة جداً إحنا بدنا نعطي
+
+49
+00:03:19,950 --> 00:03:24,010
+مواصفات لـ trainees، عشان هو يقول لي إيش الـ medium
+
+50
+00:03:24,010 --> 00:03:27,970
+المناسبة، هل تكون ورشة عمل؟ لأ، ممكن نحطه في قاعة
+
+51
+00:03:27,970 --> 00:03:33,490
+درسية زي هذا، لازم أروح أحجز له مختبر، و لا لأ، قاعة زي
+
+52
+00:03:33,490 --> 00:03:36,650
+هذه مناسبة، ولا يمكن حتى مش محتاج مكان نهائياً،
+
+53
+00:03:36,650 --> 00:03:41,730
+يمكن التعليم مدمج، أو تعليم إلكتروني مناسب و خلاص،
+
+54
+00:03:41,730 --> 00:03:45,990
+أعطيه مادة علمية، أسلمه إياها و يقرأها لحاله، فبدنا
+
+55
+00:03:45,990 --> 00:03:51,550
+نشوف إيش الـ medium أو الوسط الناقل الأمثل للمعلومة
+
+56
+00:03:51,550 --> 00:03:57,030
+بين المدرب و المتدرب، فهذا ببساطة اللي هنتكلم عنه
+
+57
+00:03:57,030 --> 00:03:59,910
+كمثال لليوم، فخلينا نشوف مجموعة الـ rules اللي أنا
+
+58
+00:03:59,910 --> 00:04:05,370
+محتاجها، الـ rules اللي هنحتاجها لبناء هذا الموديل، أو
+
+59
+00:04:05,370 --> 00:04:08,110
+هذا الـ expert system، الرول الأولى، إذا الـ
+
+60
+00:04:08,110 --> 00:04:12,230
+environment is papers، إذا كان والله البيئة بتاعتنا
+
+61
+00:04:12,230 --> 00:04:14,910
+زي إحنا مثلاً طلاب و مدرسين و أساتذة و بنتعامل مع
+
+62
+00:04:14,910 --> 00:04:17,990
+الأوراق، عادةً إيش البيئة اللي إحنا بنتعامل فيها؟
+
+63
+00:04:17,990 --> 00:04:22,830
+أوراق، مكتب عليه ورق، بنتعامل مع الـ environment طبعاً
+
+64
+00:04:22,830 --> 00:04:27,010
+or الـ environment is manual، عبارة عن كتيبات و
+
+65
+00:04:27,010 --> 00:04:30,570
+تقارير و حاجات manual كلها، أو الـ environment
+
+66
+00:04:30,570 --> 00:04:34,630
+بتاعتنا، البيئة بتاعتنا هي documents، هي وثائق، أو الـ
+
+67
+00:04:34,630 --> 00:04:40,550
+text box، كتب، فكل هذه بيئة عمل، بيئة عمل، إيش يعني؟
+
+68
+00:04:40,550 --> 00:04:43,030
+معناته أنه أنا لما بدي أدور على معلومة، عادةً هي
+
+69
+00:04:43,030 --> 00:04:46,340
+مصادر، لما بتعمل response، هاي مصادر الـ response
+
+70
+00:04:46,340 --> 00:04:49,920
+بعدين، بدي أكتب على paper، على ورق، كويس؟ فهذه
+
+71
+00:04:49,920 --> 00:04:53,000
+البيئة اللي عادة بتعمل فيها، فهنا في الحالة دي
+
+72
+00:04:53,000 --> 00:04:55,940
+بقدر أقول إن الـ stimulus situation، فإذا الوضع
+
+73
+00:04:55,940 --> 00:05:01,500
+المحفز اللي فعلاً بخليني أحسس إن أنا في شغل لسه، مش
+
+74
+00:05:01,500 --> 00:05:05,060
+في دورة تدريبية مختلفة عن طبيعة شغلي، إنه أكون الـ
+
+75
+00:05:05,060 --> 00:05:10,120
+situation is variable، كويس؟ إنه أتكلم أنا و الناس
+
+76
+00:05:10,120 --> 00:05:12,740
+اللي معايا، زي إما إحنا في محاضرة علمية، بنتناقش
+
+77
+00:05:13,420 --> 00:05:17,160
+بيصير نقاش، إذا إحنا فعلاً متعودين على قراءة كتب،
+
+78
+00:05:17,160 --> 00:05:20,520
+متعودين على الـ manuals، متعودين على الـ documents، الـ
+
+79
+00:05:20,520 --> 00:05:23,360
+documents، سبقتنا الـ papers، الحاجات هذه، فالطبيعي
+
+80
+00:05:23,360 --> 00:05:27,620
+جداً اللي بنفهمه، أنه معنى ذلك الـ، البيئة المحفزة
+
+81
+00:05:27,620 --> 00:05:33,200
+أو الوضع المحفز لـ trainees هنا هي الكلام، و هذا هو
+
+82
+00:05:33,200 --> 00:05:35,840
+اللي بيصير، إنتوا هيك قاعدين، ف أنا عارف أن الوضع
+
+83
+00:05:35,840 --> 00:05:38,080
+المحفز المفروض أنه هو الكلام، ف أنا قاعد بتكلم معاكم
+
+84
+00:05:38,080 --> 00:05:42,180
+هنا، مش قاعدين نتكلم مع بعض هنا، فإذا طريقة الشرح
+
+85
+00:05:42,180 --> 00:05:47,200
+لازم تكون من خلال حديث، من خلال الـ، الـ variable
+
+86
+00:05:47,200 --> 00:05:52,240
+أو الـ، الألفاظ، اللفظ، تمام، أما إذا كانت الـ
+
+87
+00:05:52,240 --> 00:05:55,400
+environment هي عبارة، rule رقم اثنين، if the
+
+88
+00:05:55,400 --> 00:05:58,680
+environment is pictures، environment is
+
+89
+00:05:58,680 --> 00:06:03,730
+illustrations، environment is photographs، is
+
+90
+00:06:03,730 --> 00:06:08,890
+diagrams، ففي الحالة دي أكيد الـ stimulus situation
+
+91
+00:06:08,890 --> 00:06:13,230
+الوضع المحفز لـ trainee أو لـ trainees اللي
+
+92
+00:06:13,230 --> 00:06:18,350
+هيكونوا موجودين، هي visual، هي الأمور المرئية، ناس
+
+93
+00:06:18,350 --> 00:06:21,470
+بتعاملوا مع الـ pictures، مع الرسوم التوضيحية، مع
+
+94
+00:06:21,470 --> 00:06:25,950
+الصور، مع الإضاحات، فإذا طبيعي جداً، مش حاجة بتكتب له
+
+95
+00:06:25,950 --> 00:06:31,210
+كلام، المنطق أنه بتعاملوا مع حاجة visual، سواء
+
+96
+00:06:31,210 --> 00:06:36,280
+visual، كرسومات أو كـ models، حتى في الآخر تكون موجودة
+
+97
+00:06:36,280 --> 00:06:39,840
+بس في النهاية لازم تكون شيء يعتمد على الرؤية،
+
+98
+00:06:39,840 --> 00:06:44,200
+على الرؤية، لأن هذه البيئة بتاعتهم، طيب رقم ثلاثة
+
+99
+00:06:44,200 --> 00:06:47,240
+إذا كانت بتتعامل مع machines، الـ environment
+
+100
+00:06:47,240 --> 00:06:49,940
+بتاعتهم، machines، letterings، هدول المتدربين
+
+101
+00:06:49,940 --> 00:06:54,740
+أو buildings، مباني، عمال بدنا نعطيهم دورة في شيء
+
+102
+00:06:54,740 --> 00:06:59,770
+معين، أو tools، الـ tools اللي هي كل الأدوات، شوكوش على
+
+103
+00:06:59,770 --> 00:07:03,150
+مفك، على مسامير، على اللي هي الـ tools هذه، الأدوات
+
+104
+00:07:03,150 --> 00:07:05,570
+هذه، إذا كان هذه هي البيئة بتاعتهم، فمعنى ذلك الـ
+
+105
+00:07:05,570 --> 00:07:09,950
+stimulus situation هي الـ physical objects، مالهاش أي
+
+106
+00:07:09,950 --> 00:07:15,630
+معنى أنقل يتكلم، لكن لما مجرد أقول له هذا النوع من
+
+107
+00:07:15,630 --> 00:07:18,830
+الشاكوش اللي بيستخدم في كذا، بيشوفه في object، لازم
+
+108
+00:07:18,830 --> 00:07:22,070
+يشوفه، فهذه البيئة المحفزة، لما بدعم له دورة، معناته
+
+109
+00:07:22,070 --> 00:07:26,670
+بيدّوّره الـ objects هذه، لازم تكون متوفرة عشان فعلاً
+
+110
+00:07:26,670 --> 00:07:32,030
+تكون مناسبة الدورة، و فعلاً تكون مفيدة، طيب إذا كانت
+
+111
+00:07:32,030 --> 00:07:35,210
+numbers، الـ environment بتاعتنا عبارة عن numbers، أو
+
+112
+00:07:35,210 --> 00:07:39,090
+formulas، صياغات رياضية، صياغات مثلاً، أو computer
+
+113
+00:07:39,090 --> 00:07:42,010
+programs، فمعنى ذلك الـ situations المناسبة هنا
+
+114
+00:07:42,010 --> 00:07:46,530
+simple، و هذه دائماً إنتوا بتلاحظوها لما إحنا نيجي
+
+115
+00:07:46,530 --> 00:07:51,650
+نكتب x و y و z، بتفهموها أسرع من أني أقول لكم مثلاً
+
+116
+00:07:51,650 --> 00:07:57,300
+سؤال منطوق، أقول لكم والله في هي story، الـ user story، و
+
+117
+00:07:57,300 --> 00:08:00,020
+إنتوا طلعوا منها الـ، الـ symbols، ما إنتوا هيك هيك
+
+118
+00:08:00,020 --> 00:08:03,220
+معناته بتعاملوا مع الـ symbols، عشان هيك بتجيبروا أي
+
+119
+00:08:03,220 --> 00:08:08,960
+story بتـ، بتـ، بتعرض عليكم، بتحولوها لـ formulas
+
+120
+00:08:08,960 --> 00:08:15,760
+لصيغة، لأرقام، لـ computer programs، في النهاية لبرامج
+
+121
+00:08:16,490 --> 00:08:19,890
+حاسوب تعرف تتعامل معها، فهنا مناسب جداً إنه أتعامل
+
+122
+00:08:19,890 --> 00:08:22,310
+معاكم، إذا أنا بتعطيكم دورة في هذا الموضوع، إنه
+
+123
+00:08:22,310 --> 00:08:25,610
+والله أتعامل معاكم في الـ symbolic formula، اللي هي
+
+124
+00:08:25,610 --> 00:08:32,050
+الصياغات الرمزية، الشيخ X، إذا X بتساوي Y، إذا Z مثلاً
+
+125
+00:08:32,050 --> 00:08:37,050
+بتساوي كذا و هكذا، فهذه بتفهموها بشكل سريع و بتكون
+
+126
+00:08:37,050 --> 00:08:41,270
+أسرع، حتى لو انطلب منكم تكتبوها as a code، سهل جداً
+
+127
+00:08:41,270 --> 00:08:44,410
+تكتبوها، غير ما أقول لكم جملتين ثلاثة، أو one
+
+128
+00:08:44,410 --> 00:08:48,710
+paragraph، و أقول لكم عملوا لي code، لأ، هتكون نسبياً
+
+129
+00:08:48,710 --> 00:08:54,890
+أصعب شوية عليكم، تمام، الآن إذا الـ job نفسه برضه
+
+130
+00:08:54,890 --> 00:08:57,830
+هذه، الـ rule رقم خمسة، وصلنا للـ rule، لأ، الـ rule رقم
+
+131
+00:08:57,830 --> 00:09:00,570
+خمسة، في الـ system اللي إحنا واخدين عليه مثال، طبعاً
+
+132
+00:09:00,570 --> 00:09:03,370
+هذا مبني الـ system فعلياً، و بخلص واحد اسمه Leonardo
+
+133
+00:09:03,370 --> 00:09:08,140
+هو اللي عامل الـ system هذا، الـ job is lecturing، إذا
+
+134
+00:09:08,140 --> 00:09:12,120
+والله الوظيفة هي تدريس، أو الوظيفة هي advising، أو
+
+135
+00:09:12,120 --> 00:09:18,800
+counseling، اللي هو استشاري، فإذا إما مشرف أو محاضر
+
+136
+00:09:18,800 --> 00:09:23,300
+مشرف، و استشاري، فمعنى ذلك أنه الـ response، الآن الـ
+
+137
+00:09:23,300 --> 00:09:27,640
+stimulus response is oral، إيش يعني الـ response؟
+
+138
+00:09:27,640 --> 00:09:30,520
+إذا أنا عارف أن الناس اللي بدي أدربهم هدول هو
+
+139
+00:09:31,390 --> 00:09:35,010
+بيشتغلوا استشاريين، أو مشرفين مثلاً مشاريع، و بدنا نعملهم
+
+140
+00:09:35,010 --> 00:09:39,270
+دورة، إنه نضيف له مهارات إضافية، كيف تتعامل مع مشاريع
+
+141
+00:09:39,270 --> 00:09:45,410
+التخرج مثلاً، إنتوا مدرسين، بدنا نعطيكم hint هيك، أو
+
+142
+00:09:45,410 --> 00:09:49,550
+خمسة عشر ساعة تدريب مثلاً، كيف تتعامل مع الطلاب بحيث
+
+143
+00:09:49,550 --> 00:09:53,600
+إنك تعرف تشغلهم كفريق مثلاً، هي دورة تدريبية لناس
+
+144
+00:09:53,600 --> 00:09:57,100
+بيشتغلوا فعلياً، لناس فعلياً بيشتغلوا، طيب لما أجي
+
+145
+00:09:57,100 --> 00:10:00,860
+بده مني response، يعني أنا بده أسأله عشان أطمن هو
+
+146
+00:10:00,860 --> 00:10:03,780
+وصلته المعلومة ولا لأ، أتوقع أن الـ response اللي
+
+147
+00:10:03,780 --> 00:10:09,540
+هيعطيني إياه oral، هو بده، الأريح له أنه يتكلم معاه
+
+148
+00:10:09,540 --> 00:10:14,740
+كلام، الأريح أنه يحكي معاه حكي، لأن طبيعة الوظائف
+
+149
+00:10:14,740 --> 00:10:19,720
+هذه كلام، طبيعة الوظائف أو الـ job تبعه هي كلام
+
+150
+00:10:19,720 --> 00:10:23,910
+بالأساس، بشكل أساسي أنه يتكلم، فمعنى ذلك أنه لأ، أنا
+
+151
+00:10:23,910 --> 00:10:26,690
+بحاول قدر الإمكان أخليه في نفس الـ stimulus
+
+152
+00:10:26,690 --> 00:10:30,270
+response اللي متعود عليه، الاستجابة المحفزة اللي هو
+
+153
+00:10:30,270 --> 00:10:34,490
+عادة بيعطي فيها أفضل ما يمكن، لأن هيك طبيعة وظيفته
+
+154
+00:10:34,490 --> 00:10:38,310
+طيب، أما إذا كانت building الـ job تبعته، or
+
+155
+00:10:38,310 --> 00:10:42,270
+repairing، أو troubleshooting، في الحالة هذه أكيد
+
+156
+00:10:42,270 --> 00:10:47,450
+hands-on، حاجة يدوية، المفروض إنه يعطيني إيش يدوي، فلما
+
+157
+00:10:47,450 --> 00:10:51,090
+أجي أقول له والله واحد بناء و بيعطينا دورة كيف يبني
+
+158
+00:10:51,090 --> 00:10:59,410
+الحيطان مثلاً، بالعزل، مع جدار عازل للحرارة أو للنار
+
+159
+00:10:59,410 --> 00:11:02,590
+أو، أو، أو، أو، في الحالة هذه من الصعب جداً
+
+160
+00:11:02,590 --> 00:11:06,090
+أقعد أقول له، أوصف لي إيش بدك تسوي، مش حاجة واضحة، أوصف
+
+161
+00:11:06,090 --> 00:11:10,610
+كلام، فمن المناسب جداً إنه حالة زي هذه، أقول له لأ، إحنا
+
+162
+00:11:10,610 --> 00:11:14,660
+هنشتغل في ورشة عمل، ورشة عمل، و فيها مواد بناء، ابني
+
+163
+00:11:14,660 --> 00:11:19,080
+لي جدار متر، هي عندك كل المواد، فالطبيعي جداً أن
+
+164
+00:11:19,080 --> 00:11:23,620
+الـ hands-on، أو العمل اليدوي، هو الأنسب و المريح له
+
+165
+00:11:23,620 --> 00:11:29,000
+كـ response، كـ response، okay، أما إذا كانت الـ job هي
+
+166
+00:11:29,000 --> 00:11:30,020
+عبارة عن writing
+
+167
+00:11:32,870 --> 00:11:37,530
+typing، كويس، أو drawing، رسم، فالطبيعي جداً إن هي
+
+168
+00:11:37,530 --> 00:11:41,450
+documented
+
+223
+00:15:22,670 --> 00:15:26,810
+يعني خلاص احنا أعطيناهم دورة لهم وانتهى، مش محتاج
+
+224
+00:15:26,810 --> 00:15:30,430
+أعملهم تقييم، طب ده مش محتاج تعملهم تقييم، معناته
+
+225
+00:15:30,430 --> 00:15:33,550
+خلاص، و أعمل لهم video cassette visual و أعطيهم إياه، و
+
+226
+00:15:33,550 --> 00:15:37,130
+خلصناه، ففي الحالة هذه الـ medium هي الـ video
+
+227
+00:15:37,130 --> 00:15:40,810
+cassette وانتهى، ممكن تكون تعليم إلكتروني عن بعض
+
+228
+00:15:40,810 --> 00:15:44,560
+أعطيهم إياه، ليش؟ لأن أنا ما بديش feedback بدون
+
+229
+00:15:44,560 --> 00:15:51,460
+feedback، كويس، إذا كان الـ response المتوقع visual
+
+230
+00:15:51,460 --> 00:15:55,700
+هو oral ومطلوب feedback برضه، نفس الكلام، محاضرة أو
+
+231
+00:15:55,700 --> 00:15:59,060
+lecture، tutorial مناسبة جدا، الـ lecture، tutorial
+
+232
+00:15:59,060 --> 00:16:05,800
+مناسبة، طيب، في variable situation لفظي وكلام، فهو كل ما
+
+233
+00:16:05,800 --> 00:16:09,720
+كنت بأعطيه ألفاظ أو بتكلم معه حديث، هيكون قابل أنه
+
+234
+00:16:09,720 --> 00:16:13,240
+يفهم منها، وإذا كان الـ response analytical، و
+
+235
+00:16:13,240 --> 00:16:17,450
+feedback مطلوب، فبرضه lecture، tutorial عشان هيكفي
+
+236
+00:16:17,450 --> 00:16:22,650
+المعظم بيحط دائما الـ.. أي مركز دورات by default
+
+237
+00:16:22,650 --> 00:16:25,530
+لازم يكون عامله قاعة.. قاعة زي هيك تدريس، لأنه في
+
+238
+00:16:25,530 --> 00:16:29,790
+المعظم هي الـ.. الـ.. الـ medium الأكثر استخداما..
+
+239
+00:16:29,790 --> 00:16:34,230
+الأكثر استخداما في الشغل، تمام، الآن الـ situation
+
+240
+00:16:34,230 --> 00:16:39,470
+variable لفظي، أنا ببدأ أتكلم مع الـ trainee كـ
+
+241
+00:16:39,470 --> 00:16:43,690
+trainer، أنا كـ trainer مدرب، بدي أتحدث مع الـ trainee
+
+242
+00:16:43,690 --> 00:16:51,190
+فإذا variable، والـ response عشان أقيمه أو أفهم هو
+
+243
+00:16:51,190 --> 00:16:54,130
+وصلته المعلومة أو لا، برضه من خلال الـ oral، هو بدي
+
+244
+00:16:54,130 --> 00:16:57,870
+يتكلم معايا، الـ feedback مطلوب، محتاج أقيم الـ
+
+245
+00:16:57,870 --> 00:17:01,130
+conversation تبعته، مدام oral، في oral كلها معناته
+
+246
+00:17:01,130 --> 00:17:04,170
+صارت كأنها conversation، أنا بدي أتكلم، هو بدي
+
+247
+00:17:04,170 --> 00:17:07,050
+يتكلم، بدي يرد عليّ عشان أعرف أقيم، وصلت ولا لأ
+
+248
+00:17:07,050 --> 00:17:10,330
+فأكيد هتكون الـ medium المناسبة هي الـ role play
+
+249
+00:17:10,330 --> 00:17:15,030
+exercises اللي هي تبادل الأدوار، هذي بتشوفوها في
+
+250
+00:17:15,030 --> 00:17:18,210
+دورات الـ conversation، في دور الـ conversation أو
+
+251
+00:17:18,210 --> 00:17:22,050
+دورة لغة إنجليزية، بتلاقوا إنه عادة البيئة المناسبة
+
+252
+00:17:22,050 --> 00:17:28,650
+إن هي dialogue.. dialogue معين، وكل اتنين مثلا، كل
+
+253
+00:17:28,650 --> 00:17:33,230
+مرة واحد منهم ياخد شخصية، و يبدلوا بينهم، منفترض اتنين
+
+254
+00:17:33,230 --> 00:17:36,990
+بتتكلموا مع بعض، شخص A و B، أنت خد A، وأنت خد B، و
+
+255
+00:17:36,990 --> 00:17:40,830
+اتكلموا مع بعض، وبعدين بس تخلصوا، اعكسوها، وأنت خد
+
+256
+00:17:40,830 --> 00:17:45,290
+A، وأنت خد B، واعملوها مرتين، تلاتة مثلا، شوية شوية
+
+257
+00:17:45,290 --> 00:17:50,570
+بتصير هنا تبادل الأدوار، تمام، هذا هيك بنقدر نسميه
+
+258
+00:17:50,570 --> 00:17:54,790
+expert system، كتير بسيط، معمول باستخدام just rule
+
+259
+00:17:54,790 --> 00:17:58,350
+based، expert system، بقدر أوصفه، فهو عبارة عن rules
+
+260
+00:17:58,350 --> 00:18:02,710
+بس، عبارة عن rules فقط، تمام، إيش الـ objects الحقيقة
+
+261
+00:18:02,710 --> 00:18:06,130
+اللي احنا اضطرينا نعرفها؟ الـ linguistic objects
+
+262
+00:18:06,130 --> 00:18:09,130
+اللي هي الـ objects اللفظية أو اللغوية، الـ
+
+263
+00:18:09,130 --> 00:18:11,610
+environment، كنت محتاج أُحدد إيش الـ environment
+
+264
+00:18:11,610 --> 00:18:14,650
+تابعتنا، محتاجين الـ situation أو الـ stimulus
+
+265
+00:18:14,650 --> 00:18:19,060
+situation، كنا محتاجين الـ job، محتاجين الـ stimulus
+
+266
+00:18:19,060 --> 00:18:23,420
+response، محتاجين feedback، yes or no، أنا محتاج
+
+267
+00:18:23,420 --> 00:18:25,520
+feedback ولا مش محتاج.. إذا مش محتاجين feedback
+
+268
+00:18:25,520 --> 00:18:30,440
+مناسب جدا إنه أسجل المادة وأُطلِعهم عليها، وخلاص وانتهى
+
+269
+00:18:30,440 --> 00:18:35,920
+مش محتاج، مدام هيك، أكون أشوفه face to face، مش shake
+
+270
+00:18:35,920 --> 00:18:39,800
+لأ، خلاص بعطيله مادة وبيشتغلها، فبيصير كأنه التعليم
+
+271
+00:18:39,800 --> 00:18:43,240
+الإلكتروني اللي بنسميه الـ offline، الـ offline e-
+
+272
+00:18:43,240 --> 00:18:47,040
+learning، أنا مش محتاج أكون أنا وياه لحظيا مع بعض
+
+273
+00:18:47,040 --> 00:18:51,460
+لأن مش محتاج response منه، أن أشوف إيش هو فهم ولا
+
+274
+00:18:51,460 --> 00:18:55,490
+ما فهمش، فبتصير الـ offline، Okay، طبعا في الآخر الـ
+
+275
+00:18:55,490 --> 00:18:57,890
+medium اللي هي المفروض الـ conclusion، المفروض
+
+276
+00:18:57,890 --> 00:19:00,990
+conclusion، for example، لو أخدنا الـ environment
+
+277
+00:19:00,990 --> 00:19:06,100
+بتاعتنا، البيئة المناسبة للـ trainees، ممكن تكون عبارة
+
+278
+00:19:06,100 --> 00:19:08,720
+عن الـ papers، اللي هي المفردات هذه اللي بتسميها الـ
+
+279
+00:19:08,720 --> 00:19:11,900
+values، هذه الـ values، هذا الـ object أو الـ
+
+280
+00:19:11,900 --> 00:19:15,120
+linguistic objects، وفيه لكل linguistic object فيه
+
+281
+00:19:15,120 --> 00:19:18,480
+value، فيه القيم تبعته، فممكن تكون قيمة الـ
+
+282
+00:19:18,480 --> 00:19:24,380
+environment تبعتنا هي papers أو manuals، كل الألفاظ
+
+283
+00:19:24,380 --> 00:19:27,020
+اللي مرت علينا، الـ values اللي مرت علينا في الـ
+
+284
+00:19:27,020 --> 00:19:31,420
+rules تبعتنا، documents، textbook، الـ picture، الـ
+
+285
+00:19:31,420 --> 00:19:33,960
+illustration، الـ photograph، الـ diagram، الـ
+
+286
+00:19:33,960 --> 00:19:37,560
+machines، الـ buildings and so on، لكلهم اللي عندما
+
+287
+00:19:37,560 --> 00:19:40,600
+وصلنا لـ computer programs، في النهاية، تمام، هذا
+
+288
+00:19:40,600 --> 00:19:46,920
+الكلام بنقدر نتعامل معاه بحيث إنه في النهاية نحدد
+
+289
+00:19:46,920 --> 00:19:52,450
+القيم واللي هتمثل بالنسب، بناء على الـ rule اللي
+
+290
+00:19:52,450 --> 00:19:56,910
+أخدناها المرة اللي فاتت، الـ facts، كان فيه عندي fact
+
+291
+00:19:56,910 --> 00:19:59,970
+وكان فيه عندي الـ knowledge أو اللي هي الـ rule
+
+292
+00:19:59,970 --> 00:20:04,070
+نفسها، فدول يمثلوا هنا الـ fact عشان الـ fact مع الـ
+
+293
+00:20:04,070 --> 00:20:06,650
+rules اللي احنا أخدناهم يطلعوا ليه conclusion
+
+294
+00:20:06,650 --> 00:20:11,150
+يطلعوا conclusion في النهاية، فكل هذه القيم للـ..
+
+295
+00:20:11,150 --> 00:20:17,140
+لـ.. الـ facts بحيث إنه ممكن أقرأها، الـ environment
+
+296
+00:20:17,140 --> 00:20:21,300
+is machines مثلا، هي is وبعطيها الـ value بتاعتها
+
+297
+00:20:21,300 --> 00:20:26,760
+نعطيها الـ value بتاعتها، تمام، هيك لكل تقريبا الـ
+
+298
+00:20:26,760 --> 00:20:30,980
+linguistic objects، إيش الـ values اللي استخدمناهم في
+
+299
+00:20:30,980 --> 00:20:33,880
+مجموعة الـ rules بتاعتنا، هدول هي، نطوي لسه كنا
+
+300
+00:20:33,880 --> 00:20:37,040
+بنتكلم عنهم، الـ environment، الـ stimulus، situation
+
+301
+00:20:37,040 --> 00:20:40,120
+اتكلمنا عن الـ variable، اتكلمنا عن الـ physical
+
+302
+00:20:40,120 --> 00:20:44,000
+object، اتكلمنا عن الـ visual، symbolic and so on، لو
+
+303
+00:20:44,000 --> 00:20:49,000
+في أشياء أخرى أو values أخرى ممكن نتحدث عنها، تكون
+
+304
+00:20:49,000 --> 00:20:53,300
+مناسبة للـ trainees، الـ jobs برضه اتكلمنا عن مجموعة
+
+305
+00:20:53,300 --> 00:20:55,960
+الوظائف اللي ممكن الـ trainees هدول يكونوا أصلا
+
+306
+00:20:55,960 --> 00:21:00,300
+بيشتغلوها، اتكلمنا عن الـ response، وكيف ممكن تكون الـ
+
+307
+00:21:00,300 --> 00:21:04,100
+feedback، ما كانش فيه أكتر من إنه yes or no، يا أما
+
+308
+00:21:04,100 --> 00:21:08,300
+مطلوب أو غير مطلوب، مطلوب feedback، okay، معناته أنا
+
+309
+00:21:08,300 --> 00:21:12,780
+لازم أشوفهم، ولازم يكون في online learning، سواء
+
+310
+00:21:12,780 --> 00:21:17,620
+traditional أو electronic learning، بس لازم يكون
+
+311
+00:21:17,620 --> 00:21:21,320
+فيه تفاعل، أما إذا كانت offline، فمناسب جدا إنه مثلا
+
+312
+00:21:21,320 --> 00:21:27,460
+زي ما أخدنا المثال، الفيديو كاسيت، وخلصنا، تمام، الآن الـ
+
+313
+00:21:27,460 --> 00:21:30,360
+options المطلوبة، اللي هي الـ conclusions.. الـ
+
+314
+00:21:30,360 --> 00:21:32,820
+conclusions.. الـ conclusions المطلوبة، إيش في
+
+315
+00:21:32,820 --> 00:21:37,460
+options عندك؟ هروح لمركز.. مركز الدورات هذا، وعندي
+
+316
+00:21:37,460 --> 00:21:39,980
+زي ما قلنا، أنا مؤسسة وعندي مجموعة الـ trainees
+
+317
+00:21:39,980 --> 00:21:43,220
+تبعوني، المتدربين اللي هم أصلا بيشتغلوا في المؤسسة
+
+318
+00:21:43,220 --> 00:21:47,660
+وروحت لمركز تدريب.. إيش؟ الـ objects المناسبة، أو
+
+319
+00:21:47,660 --> 00:21:52,900
+إيش البدائي اللي عندكم لبيئة دورة.. لبيئة دورة،
+
+320
+00:21:52,900 --> 00:21:55,940
+هياول ليه؟ هياخد من المعلومات المفيدة، طب هو إيش
+
+321
+00:21:55,940 --> 00:22:01,080
+الوظائف.. الوظائف بتاعتهم؟ طيب إيش الـ.. الـ
+
+322
+00:22:01,080 --> 00:22:04,240
+stimulus، response المناسب لهم؟ إيش.. إيش.. إيش
+
+323
+00:22:04,240 --> 00:22:05,940
+..يعني بياخدوا شوية معلومات، الـ environment اللي
+
+324
+00:22:05,940 --> 00:22:09,230
+بيحبوا يشتغلوا فيها؟ أنتم في طبيعة شغلكم كيف
+
+325
+00:22:09,230 --> 00:22:12,690
+تتعاملوا مع الـ.. مع الـ response؟ يعني هم كيف
+
+326
+00:22:12,690 --> 00:22:16,530
+بيردوا عليك؟ هل من خلال تقارير ولا من خلال oral
+
+327
+00:22:16,530 --> 00:22:20,310
+conversation ولا إيش بالظبط؟ فبناء على ذلك، هقول لهم
+
+328
+00:22:20,310 --> 00:22:23,290
+في الآخر، لأ، أنا والله المركز تبعي فيه عندي مجال
+
+329
+00:22:23,290 --> 00:22:28,890
+أنه أُوفر لكم workshops، أو أُوفر لكم lecture، tutorial
+
+330
+00:22:28,890 --> 00:22:32,810
+أو video cassette، اللي هي ممكن تكون عبارة عن..
+
+331
+00:22:32,810 --> 00:22:40,000
+حتى CDs مثلًا، بتشمل الـ CDs كل الـ.. الـ multimedia، و
+
+332
+00:22:40,000 --> 00:22:43,920
+ممكن تكون عبارة عن role play.. play exercise، اللي
+
+333
+00:22:43,920 --> 00:22:48,520
+هي تدريب تبادل الأدوار، اللي زي ما قلنا، فيه عادة
+
+334
+00:22:48,520 --> 00:22:52,680
+فيه شغل الـ.. الـ conversation في اللغة الإنجليزية
+
+335
+00:22:52,680 --> 00:22:56,040
+أو في اللغات عمومًا.. في اللغات عمومًا، تمام، طيب
+
+336
+00:22:56,040 --> 00:23:00,040
+ناخد dialogue اللي هو نبدأ نشوف كيف بده يتعامل
+
+337
+00:23:00,040 --> 00:23:04,160
+مع الناس، كيف بتعاملوا مع الـ expert system هذا
+
+338
+00:23:04,160 --> 00:23:08,080
+أول سؤال هيكون ظهر لنا، هنعمله on للـ expert
+
+339
+00:23:08,080 --> 00:23:11,000
+system، هيطلع لنا سؤال، يسألنا عن الـ environment
+
+340
+00:23:11,000 --> 00:23:15,120
+اللي هي الـ facts، هيبدأ يلملم مني مجموعة الـ facts،
+
+341
+00:23:15,120 --> 00:23:19,080
+مجموعة الـ facts المطلوبة، مجموعة الـ facts اللي هي
+
+342
+00:23:19,080 --> 00:23:24,460
+مش conclusion لـ other rule، فبالظبط، فمعنى ذلك أن هذه
+
+343
+00:23:24,460 --> 00:23:27,180
+الـ database الأصلية اللي لازم أسأل عنها، أما إذا
+
+344
+00:23:27,180 --> 00:23:31,520
+كان في fact لكن أنا بقدر أحصل عليها أو بستطيع أحصل
+
+345
+00:23:31,520 --> 00:23:36,360
+عليها من خلال rule تانية، بسألش عنها، كل اللي بقلبه
+
+346
+00:23:36,360 --> 00:23:38,860
+أنه بدي أحقق الـ rule التانية، وبشوف إيش الـ inputs
+
+347
+00:23:38,860 --> 00:23:42,080
+عن الـ rule التانية، ففي الآخر بدنا نصل للـ
+
+348
+00:23:42,080 --> 00:23:44,980
+independent values تبعتنا
+
+349
+00:23:50,630 --> 00:23:53,310
+بالظبط اللي بدنا نعمله، firing، مدام هو أصلا بدنا
+
+350
+00:23:53,310 --> 00:23:57,190
+نعمله firing، بسألش عنه، عرفتي؟ بسألش عنه لأنه
+
+351
+00:23:57,190 --> 00:24:00,850
+dependent، بعلم الـ calculus اللي كنتوا بتاخدوها ده
+
+352
+00:24:00,850 --> 00:24:03,490
+dependent، هو معتمد على شيء، فلأ أنا بدي أسأل عن
+
+353
+00:24:03,490 --> 00:24:05,850
+الـ independent بالشكل الأساسي، فالـ independent الـ
+
+354
+00:24:05,850 --> 00:24:09,860
+environment، الـ environment كانت هي fact input، مش
+
+355
+00:24:09,860 --> 00:24:13,160
+موجودة output لأي rule، فـ automatically إذا والله
+
+356
+00:24:13,160 --> 00:24:16,180
+موجودة لحالها، خير وبركة، مش موجودة، بدها تطلع.. بدها
+
+357
+00:24:16,180 --> 00:24:19,760
+تطلع أعمالها firing من خلال output لـ.. لـ rule من
+
+358
+00:24:19,760 --> 00:24:23,660
+الـ rules، فحنقول والله إيش الـ environment، والله الـ
+
+359
+00:24:23,660 --> 00:24:25,960
+environment اللي هي الـ machines، الـ.. الـ trainees
+
+360
+00:24:25,960 --> 00:24:28,200
+عندي، عادة في الشغل بتعاملوا مع الـ machines، مع
+
+361
+00:24:28,200 --> 00:24:31,280
+الألات هذه، هي البيئة العمل تاعتهم، بيئة عملهم
+
+362
+00:24:31,280 --> 00:24:34,920
+الألات، فمعنى ذلك، بجب أطلع الألات هذه وين موجودة كـ
+
+363
+00:24:34,920 --> 00:24:39,390
+input، وجدت أنها موجودة في الـ rule رقم تلاتة، the
+
+364
+00:24:39,390 --> 00:24:43,510
+environment is machines، طبعًا، or خلاص مش مشكلة، هدول
+
+365
+00:24:43,510 --> 00:24:47,950
+مش هيفرقوا معاه كتير، يكفي واحدة تكون true، فهي دي
+
+366
+00:24:47,950 --> 00:24:52,170
+true، فهي دي true، ومدام true، خلاص بعرف إن الـ
+
+367
+00:24:52,170 --> 00:24:56,370
+stimulus situation هي الـ physical object، بخزنها
+
+368
+00:24:56,370 --> 00:24:59,830
+على جنب، هذه صارت، بدي استخدمها كـ input لـ rule أخرى
+
+369
+00:25:00,630 --> 00:25:03,710
+طيب، الشغل التاني، بنسأل عنها اللي هي الـ job نفسها
+
+370
+00:25:03,710 --> 00:25:06,630
+طب ماشي، هو بيتعامل مع الـ machines، بمعنى إنه هو
+
+371
+00:25:06,630 --> 00:25:09,270
+بيقضيها دايمًا، بسمع صوت الـ machines، وفي machines
+
+372
+00:25:09,270 --> 00:25:11,670
+قدامي حوالي، مشغل.. بس هو إيش طبيعة شغله؟ هل هو
+
+373
+00:25:11,670 --> 00:25:14,710
+مشغل للـ machines ولا هو بصلح الـ machines ولا هو
+
+374
+00:25:14,710 --> 00:25:17,210
+..إيش بيعمل في الـ machines يعني؟ إيش الـ job تبعته
+
+375
+00:25:17,210 --> 00:25:21,930
+بالظبط؟ فـ repairing.. تصليح.. تصليح.. إجينا
+
+376
+00:25:21,930 --> 00:25:27,180
+شوفنا الـ rule رقم 6، repairing، طيب هذه إيش بتعطيني؟
+
+377
+00:25:27,180 --> 00:25:31,340
+بتعطيني، معنى ذلك إنه الـ stimulus response المناسبة
+
+378
+00:25:31,340 --> 00:25:35,220
+هي الـ hands on، عشان أقوله كيف بتصلح، لأ، أنا ممكن
+
+379
+00:25:35,220 --> 00:25:40,020
+أجيب له machine عطلانة وأقول له صلحها، فهذه هيك كـ
+
+380
+00:25:40,020 --> 00:25:43,980
+stimulus response، كتير أفضل من إن أقوله، أوصف لي كيف
+
+381
+00:25:43,980 --> 00:25:50,420
+بدك تصلح، تمام، الآن من المعلومتين اللي أخدناهم، اللي
+
+382
+00:25:50,420 --> 00:25:53,160
+هي الـ stimulus situation، واللي كانت physical
+
+383
+00:25:53,160 --> 00:25:56,720
+object، ومن الـ stimulus response، واللي كانت hands
+
+384
+00:25:56,720 --> 00:26:02,440
+on، وهنسأل independent variable، هنتأكد منه، ما أنا
+
+385
+00:26:02,440 --> 00:26:06,100
+محتاج feedback منهم ولا هي مجرد تعميمات، يعني كإن
+
+386
+00:26:06,100 --> 00:26:10,440
+بدي أعطيهم تعليمات، تعليمات شغل إضافية فقط، أنا مش
+
+387
+00:26:10,440 --> 00:26:14,820
+محتاج آخد منهم response، إن هم فهموا ولا ما فهموش، لأ
+
+388
+00:26:14,820 --> 00:26:17,920
+هنا الـ feedback is required، لأ، أنا مطلوب إن آخد
+
+389
+00:26:17,920 --> 00:26:21,290
+منهم feedback، فهنا automatically، على طول، بتيجي
+
+390
+00:26:21,290 --> 00:26:25,030
+النصيحة من الـ media advisor، إذا بدي أسميها ده، هو
+
+391
+00:26:25,030 --> 00:26:28,150
+إيه اسم الـ expert system، فهيكون الـ medium is
+
+392
+00:26:28,1
+
+445
+00:30:05,340 --> 00:30:07,640
+موجودة conclusion في واحدة من الrules؟ اه موجودة
+
+446
+00:30:07,640 --> 00:30:12,160
+في الrules من واحد لأربعة، تمام، من واحد لأربعة عشان
+
+447
+00:30:12,160 --> 00:30:18,770
+أحققها وأروح أستخدمها للgoal الرئيسي، إيش محتاجة؟
+
+448
+00:30:18,770 --> 00:30:23,010
+محتاجة الenvironment، طيب الenvironment هذه، هل
+
+449
+00:30:23,010 --> 00:30:25,810
+هي موجودة conclusion لأي rule؟ ما فيش، بقى أنتم
+
+450
+00:30:25,810 --> 00:30:30,490
+بدنا نسأل عنها، طيب نفس الكلام للresponse، في
+
+451
+00:30:30,490 --> 00:30:35,630
+عندي الrules من خمسة لثمانية، محتاجة الjob، طيب ال
+
+452
+00:30:35,630 --> 00:30:42,350
+job موجودة كـ response أو هي conclusion حقيقة لأ
+
+453
+00:30:42,350 --> 00:30:45,630
+rule؟ فإذن بضطر أسأل عنها، جئنا في المحصلة ووجدنا أن في
+
+454
+00:30:45,630 --> 00:30:49,530
+عندي ثلاث أسئلة، هم هؤلاء اللي من خلال الuser
+
+455
+00:30:49,530 --> 00:30:53,130
+interface بدنا نسأل عنهم، الثلاثة من خلال الuser
+
+456
+00:30:53,130 --> 00:30:57,150
+interface، متذكرين لما تكلمنا عن ال flowchart ككل
+
+457
+00:30:57,150 --> 00:31:01,350
+وقلنا أنه في الuser interface فهنا بده يعطيني
+
+458
+00:31:01,350 --> 00:31:06,750
+الثلاثة inputs هؤلاء، يجاوبوا لنا على الثلاث أسئلة عشان
+
+459
+00:31:06,750 --> 00:31:10,410
+بعد هيك الsystem كله يكمل شغله ويطلع ليه بال
+
+460
+00:31:10,410 --> 00:31:13,050
+goal النهائي أو الmedium أو الmedium
+
+461
+00:31:17,260 --> 00:31:21,240
+لعندي الآن بالظبط ما… ما وجدناها لأن العدد جليل،
+
+462
+00:31:21,240 --> 00:31:24,000
+يعني أنت بتتكلم عن حوالي أربعة عشر rules، أربعة عشر
+
+463
+00:31:24,000 --> 00:31:28,320
+rules مش كتير كبيرة، مش هالحجم الكبير يعني، الآن
+
+464
+00:31:28,320 --> 00:31:31,840
+لو جئنا عملنا dialogue وقلنا إنه بدنا نسأل على
+
+465
+00:31:31,840 --> 00:31:34,820
+الثلاث أسئلة هؤلاء، هذا السؤال الأول، بدنا نتكلم عن
+
+466
+00:31:34,820 --> 00:31:39,540
+الenvironment، السؤال الثاني، بدنا نتكلم عن
+
+467
+00:31:39,540 --> 00:31:44,810
+المفروض الjob، مش هيك؟ اه، وبعدين بدنا نتكلم في ال
+
+468
+00:31:44,810 --> 00:31:49,430
+… الfeedback، هذه الثلاث اللي محتاجينهم هنا، جالي
+
+469
+00:31:49,430 --> 00:31:53,850
+illustrations، هنا جالي drawing، okay، شكلها كويسة
+
+470
+00:31:53,850 --> 00:32:00,630
+ماشية، طيب محتاج الfeedback، جالي required حقيقة
+
+471
+00:32:00,630 --> 00:32:06,810
+ما فيش ولا rule من الrules اللي هو من 9 لـ 14 بتحقق
+
+472
+00:32:06,810 --> 00:32:07,950
+الثلاثة هؤلاء مع بعض
+
+473
+00:32:11,270 --> 00:32:19,250
+اللي هم كانوا and، and، لمن تسعة، هيهم فهي visual
+
+474
+00:32:19,250 --> 00:32:24,190
+الثانية إيش كانت؟ كانت الdrawing… الdrawing
+
+475
+00:32:24,190 --> 00:32:28,550
+فالdrawing ال… الstimulus response تبعتها إيش؟
+
+476
+00:32:28,550 --> 00:32:32,250
+documented drawing، واحد برسم… بتقوله اتخيل ليه
+
+477
+00:32:32,250 --> 00:32:36,310
+إيش بدك ترسم؟ مش هينفع، لازم هو يرسم ويعطيني إياها كـ
+
+478
+00:32:36,310 --> 00:32:37,750
+documented، لكن
+
+479
+00:32:41,130 --> 00:32:47,170
+هنا كانت yes، بدي feedback، طيب هنا السؤال معناه ذلك
+
+480
+00:32:47,170 --> 00:32:51,670
+أنه الmedium اللي أعطاني إياها كـ video cassette مش
+
+481
+00:32:51,670 --> 00:32:54,250
+هتكون مناسبة، ليش؟ لأن video cassette أنا إيش اللي
+
+482
+00:32:54,250 --> 00:33:00,070
+بعمله؟ هصور المحاضرة وأعطيه إياها، ويكون طبعا في
+
+483
+00:33:00,070 --> 00:33:02,930
+المحاضرة كل المطلوب اللي هي الvisual effect وال
+
+484
+00:33:02,930 --> 00:33:06,950
+visual pictures والحاجات دي كلها، الصور المرئية و
+
+485
+00:33:06,950 --> 00:33:10,030
+ال… والmodels حتى أحيانا، وأعطيه إياها ال
+
+486
+00:33:10,030 --> 00:33:12,710
+video cassette وأقوله خد هذه الknowledge وات
+
+487
+00:33:12,710 --> 00:33:16,810
+كلمناه على اللي يقلوا عليها وخلاص وامشي، طيب كيف
+
+488
+00:33:16,810 --> 00:33:20,530
+بدي امشي وهو فيه feedback؟ المفروض أنا أتأكد هو
+
+489
+00:33:20,530 --> 00:33:24,350
+وصلت المعلومة ولا ما وصلتش؟ جديش حجم أو جديش نسبة
+
+490
+00:33:24,350 --> 00:33:27,610
+الفهم اللي فهمها من خلال عملية الevaluation
+
+491
+00:33:27,610 --> 00:33:31,330
+بالضبط، تمام، فإذن هنا صار في عندي إشكالية
+
+492
+00:33:31,330 --> 00:33:39,030
+الحقيقة هنا في هذا الموضوع هذا
+
+493
+00:33:39,030 --> 00:33:42,930
+بينقلنا مباشرة للموضوع اللي إحنا بدنا نروح له، أنه
+
+494
+00:33:42,930 --> 00:33:47,330
+معناه ذلك أنا مش دائما عندي القدرة أني أقول هو yes
+
+495
+00:33:47,330 --> 00:33:52,170
+or no، وحياتنا مش هيك، يعني حياتنا هي rules، اه
+
+496
+00:33:52,170 --> 00:33:56,630
+تمام، بنقدر زي ما قلنا قبل هيك من أي language
+
+497
+00:33:56,630 --> 00:34:02,850
+نترجم الlanguage بتاعتنا لمجموعة rules، إذن صار
+
+498
+00:34:02,850 --> 00:34:05,530
+كذا بدنا نعمل كذا، إذا صار كذا بدنا نعمل كذا، ليش؟
+
+499
+00:34:05,530 --> 00:34:09,030
+لأن بشكل أو بآخر هي حياتنا بشكل أساسي معتمدة على
+
+500
+00:34:09,030 --> 00:34:12,880
+الاختيارات، إحنا كل حياتنا اختيارات وهذا هو اللي
+
+501
+00:34:12,880 --> 00:34:17,460
+أصلا عمل لنا حاجة اسمها علم الـAI أو علم أو بدأنا
+
+502
+00:34:17,460 --> 00:34:20,240
+نتعامل مع الـExpert Systems، الأنظمة الخبيرة هذه
+
+503
+00:34:20,240 --> 00:34:23,740
+إن هي اللي تفكر عنّا، هي اللي تختار لنا، هي اللي
+
+504
+00:34:23,740 --> 00:34:25,800
+تختار لنا، إحنا بنعطيها الknowledge اللي إحنا…
+
+505
+00:34:25,800 --> 00:34:30,190
+طريقة تفكيرنا عادة كيف، كويس؟ وبصراحة هي اللي اختار
+
+506
+00:34:30,190 --> 00:34:34,990
+أو هي اللي اتخذت، تمام، الكلام هذا لما بدنا نيجي
+
+507
+00:34:34,990 --> 00:34:38,870
+نحوله، مش دائما بيكون مئة في المئة، يعني مش دائما
+
+508
+00:34:38,870 --> 00:34:43,690
+إذا كان صار كذا لازم يصير كذا، يمكن تحدثنا المرة
+
+509
+00:34:43,690 --> 00:34:50,670
+اللي فاتت عن if a traffic light is red then go، the
+
+510
+00:34:50,670 --> 00:34:54,270
+action is go، خلينا نمسك في تاعة the action is go
+
+511
+00:34:54,270 --> 00:34:59,990
+هذه الإشارة حمراء ومع ذلك روح، هذا incomplete
+
+512
+00:34:59,990 --> 00:35:03,190
+بالظبط، هذا بقدر أحطه تحت مسمى incomplete، ليش؟
+
+513
+00:35:03,190 --> 00:35:06,910
+لأن قد يكون في policeman هو اللي سمح لي أو قد يكون
+
+514
+00:35:06,910 --> 00:35:12,730
+أنا سيارة إسعاف، مش هيك؟ بالظبط، في الحالة هذه لا
+
+515
+00:35:12,730 --> 00:35:17,290
+بصير مقبول الrule، قبل شوية بمطلق ما كانتش
+
+516
+00:35:17,290 --> 00:35:22,620
+مقبولة، ما كانتش مقبولة، كيف؟ الconfliction هذه إن
+
+517
+00:35:22,620 --> 00:35:26,780
+والله الtraffic light is red، إشارة المرور حمراء و
+
+518
+00:35:26,780 --> 00:35:32,360
+الaction is go، ومع ذلك، أمر هيك لحالها مش مظبوطة
+
+519
+00:35:32,360 --> 00:35:39,900
+لكن واضح أنه فيه إشكالية في إن هي ممكن تكون
+
+520
+00:35:39,900 --> 00:35:43,340
+incomplete، وهذا الincomplete هي اللي هتدخلنا
+
+521
+00:35:43,340 --> 00:35:48,500
+الآن للموضوع اللي بدنا نروح له، واللي هو ببساطة اللي
+
+522
+00:35:48,500 --> 00:35:52,100
+هي ببساطة الuncertainty management، هي إدارة عدم
+
+523
+00:35:52,100 --> 00:35:56,460
+التأكد، أنا مش متأكد كتير من المعلومة لما أقول
+
+524
+00:35:56,460 --> 00:36:02,880
+والله إذا دلتني الشمس بدي أروح البحر مثلا، if then هي
+
+525
+00:36:02,880 --> 00:36:07,140
+مش هي if then؟ كويس، لكن مين قال إنه جديش لازم تكون
+
+526
+00:36:07,140 --> 00:36:10,480
+درجة الحرارة بالظبط أو الشمس هادية، هل في معها هو
+
+527
+00:36:10,480 --> 00:36:15,800
+ولا ما فيش هو؟ طيب، لما بقول إذا الجو دافئ، بدي…
+
+528
+00:36:15,800 --> 00:36:21,960
+بدي ألبس نص كم، مين اللي بيحدد لي جديش دافئ يعني؟
+
+529
+00:36:21,960 --> 00:36:26,220
+إيش يعني دافئ؟ يعني جديش درجة الحرارة دافئة، ما هي
+
+530
+00:36:26,220 --> 00:36:29,500
+بتختلف من واحد للتاني كلمة دافئ هذه أو بارد، في
+
+531
+00:36:29,500 --> 00:36:31,940
+ناس بتحمل البرد فهي بالنسبة لهم لقى الجو كويس، و
+
+532
+00:36:31,940 --> 00:36:36,570
+ناس بيكونوا قاعدين برجفة، ونفس الكلام في… الدافئ
+
+533
+00:36:36,570 --> 00:36:39,970
+أو الwarm اللي هو ناس ممكن يكون الجو بالنسبة لها
+
+534
+00:36:39,970 --> 00:36:44,570
+عادي وناس قاعدة بتعرق جنبهم، فالقصد إنه المفهوم
+
+535
+00:36:44,570 --> 00:36:48,800
+مش بالمطلق، هيك يا أبيض يا أسود، هي مش أبيض وأسود
+
+536
+00:36:48,800 --> 00:36:51,980
+عشان هيك اليوم هنتكلم عن هذا الموضوع، كيف إحنا ممكن
+
+537
+00:36:51,980 --> 00:36:55,320
+نعالج هذه المشكلة بحيث أنه نعدل شوية على الrule
+
+538
+00:36:55,320 --> 00:36:58,280
+based اللي حكينا، الexpert system اللي حكينا عنه
+
+539
+00:36:58,280 --> 00:37:03,120
+اللي بتعامل مع rule based واضحة أو rule كاملة، if
+
+540
+00:37:03,120 --> 00:37:08,480
+then، هنتكلم عن what is uncertainty، إيش هي يعني عدم
+
+541
+00:37:08,480 --> 00:37:11,700
+التأكد أو عدم الوثوقية، بعدين هنتكلم عن ال
+
+542
+00:37:11,700 --> 00:37:14,840
+probability theory، الbasics طبعا، الBayesian
+
+543
+00:37:14,840 --> 00:37:18,140
+reasoning، هي أهم جزئية بدنا نتكلم عنها اللي هي if
+
+544
+00:37:18,140 --> 00:37:22,860
+then، أكتر ملائمة لل… للrule if then اللي هي ال
+
+545
+00:37:22,860 --> 00:37:25,180
+conditional probability، مرت عليكم، مش فاكر في
+
+546
+00:37:25,180 --> 00:37:30,570
+السنة الثالثة أتوقع، أو مستوى الثالث، طيب هنروح بعد
+
+547
+00:37:30,570 --> 00:37:34,790
+هيك للbiasing، هل في biasing من وراء ال…ال
+
+548
+00:37:34,790 --> 00:37:38,470
+Bayesian method هذه؟ يعني هل ممكن يكون في انحياز؟
+
+549
+00:37:38,470 --> 00:37:42,190
+هل أنا هكون واثق تماما أن الsystem تبعي مظبوط
+
+550
+00:37:42,190 --> 00:37:45,770
+ما فيش فيه انحياز؟ برضه بدنا نتكلم عن هذا الموضوع
+
+551
+00:37:45,770 --> 00:37:49,310
+هنحكي عنه، أعتقد أنه نلحقه اليوم، للمرة القادمة إن
+
+552
+00:37:49,310 --> 00:37:54,590
+شاء الله تعالى، الcertainty factors، هنروح بعدين
+
+553
+00:37:54,590 --> 00:37:57,870
+نخفف على حالنا شوية ونقول طب أنا ليش أروح أشغل
+
+554
+00:37:57,870 --> 00:38:00,570
+على probability، والprobability كلنا عارفين أنه
+
+555
+00:38:00,570 --> 00:38:03,950
+محتاجة statistics كتيرة أو محتاجة قواعد بيانات
+
+556
+00:38:03,950 --> 00:38:07,650
+ضخمة، عشان أنا في النهاية حسب مفهومنا لـ ال
+
+557
+00:38:07,650 --> 00:38:13,370
+probability هي جديش فرص أو الchance لحدوث event
+
+558
+00:38:13,370 --> 00:38:17,340
+معين، جديش فرص ال…ال…الchance إنه تصير، طيب
+
+559
+00:38:17,340 --> 00:38:20,280
+عشان أحسب هذا الكلام، معناه ذلك إنه لازم يكون في
+
+560
+00:38:20,280 --> 00:38:23,080
+عندي experience عالية، الexperience هذه بكل بساطة
+
+561
+00:38:23,080 --> 00:38:27,720
+هي عبارة عن statistics، إحصائيات لازم تكون موجودة
+
+562
+00:38:27,720 --> 00:38:30,460
+طب أنا ممكن أستعيض عن ال…أو أستعيض عن
+
+563
+00:38:30,460 --> 00:38:34,700
+الإحصائيات هذه بمين؟ بالexperience، إنه ممكن أقول
+
+564
+00:38:34,700 --> 00:38:39,060
+لو واحد خبير، إيش رأيك في الrule هي دي جديش
+
+565
+00:38:39,060 --> 00:38:45,100
+بترجحها؟ لما أقوله if، إذا المريض عنده درجة حرارة
+
+566
+00:38:45,100 --> 00:38:53,920
+وعنده سعال حاد، إذا المرض Corona، بروح لطبيب تنفس و
+
+567
+00:38:53,920 --> 00:38:57,200
+بقوله جديش أنت تثق في الrule هذه، في القاعدة هذه؟
+
+568
+00:38:57,200 --> 00:39:02,280
+حاجة، يتطلع يقولي والله هو okay، بس العرضين هؤلاء مش
+
+569
+00:39:02,280 --> 00:39:05,880
+شرط، يعني مش هم الأكيدين، لكن بقدر أقول لك أنه قاعدة
+
+570
+00:39:05,880 --> 00:39:12,140
+نسبيًا 60% صحيحة، أنا بدي كلمة الـ60% هذه بدل ما أنا
+
+571
+00:39:12,140 --> 00:39:15,840
+بدي أحسبها كـprobability، أخدتها من مين؟ من خبير
+
+572
+00:39:15,840 --> 00:39:19,580
+بتعامل مع المرض هذا كتير، فبدنا نقول بدنا نصلح
+
+573
+00:39:19,580 --> 00:39:23,060
+سيارة، بدي أروح لواحد ميكانيكي شاطر أقول له إذا صار
+
+574
+00:39:23,060 --> 00:39:25,620
+كذا في السيارة أو صار كذا، هل بالضرورة معنى ذلك
+
+575
+00:39:25,620 --> 00:39:29,320
+أنه في مشكلة في البطارية؟ هايش يتطلع على الrule
+
+576
+00:39:29,320 --> 00:39:31,960
+هذه، بيقول لي بس هو مش دايمًا بتكون مشكلة البطارية
+
+577
+00:39:31,960 --> 00:39:35,700
+من الحالتين هذين، لكن أنا بقدر أقول لك إنه بالنسبة لـ
+
+578
+00:39:35,700 --> 00:39:38,680
+وضعنا في غزة حسب الحالات اللي أنا بشوفها، إيه عشرين
+
+579
+00:39:38,680 --> 00:39:42,140
+سنة بشتغل ولا مش عارف جديش كم سنة بشتغل، هذا الكلام
+
+580
+00:39:42,140 --> 00:39:48,600
+صحيح بدرجة 70%، خلاص بمسك الـ70% كأنه استعاضة عن
+
+581
+00:39:48,600 --> 00:39:51,360
+قاعدة البيانات، بالexperience بتاعة الشخص اللي
+
+582
+00:39:51,360 --> 00:39:54,460
+المفروض هو بالنسبة لي أنا بتعامل معاه كقاعدة بيانات
+
+583
+00:39:54,460 --> 00:39:58,360
+صار كقاعدة بيانات، فصارت أسهل من خلال الcertainty
+
+584
+00:39:58,360 --> 00:40:03,520
+factors، العوامل التأكد هذه، وبتعامل معها إنه خلاص
+
+585
+00:40:03,520 --> 00:40:08,600
+هي هذه اللي بناخدها مباشرة كحل بديل للحكايات ال
+
+586
+00:40:08,600 --> 00:40:12,220
+probability اللي ممكن تكون شوية متعبة لإنه بدها
+
+587
+00:40:12,220 --> 00:40:18,260
+statistics كتير، بدها أرقام، والreasoning أو ال
+
+588
+00:40:18,260 --> 00:40:22,240
+evidential reasoning هنتكلم عنها، وفي الآخر بننهي
+
+589
+00:40:22,240 --> 00:40:26,880
+موضوعنا، تمام، نبدأ بالuncertainty، الuncertainty
+
+590
+00:40:26,880 --> 00:40:30,060
+إحنا قلنا ممكن يكون في عندي…يعني لسه قلناها، لسه
+
+591
+00:40:30,060 --> 00:40:33,760
+قبل شوية، إنه incomplete case، ممكن يكون عندي
+
+592
+00:40:33,760 --> 00:40:38,240
+inconsistent case، rules فيه confliction بينها، مش
+
+593
+00:40:38,240 --> 00:40:42,730
+متوافقة، مش متوافقة الrules، وارد، وإحنا شفناها
+
+594
+00:40:42,730 --> 00:40:45,010
+جاب لنا شوية…اللي فاتت، وجاب لنا شوية
+
+595
+00:40:45,010 --> 00:40:47,910
+أمثلة جعلتنا نذكرنا فيها حكاية الtraffic light
+
+596
+00:40:47,910 --> 00:40:54,450
+تمام، أو uncertain، مش متأكد مئة في المئة، يعني مين
+
+597
+00:40:54,450 --> 00:40:58,670
+قال إن والله فعلا في درجة حرارة وفي سعال حاد، معناه
+
+598
+00:40:58,670 --> 00:41:02,280
+ذلك أن هي لازم تكون Corona، طبعا حاليًا في الوقت
+
+599
+00:41:02,280 --> 00:41:04,220
+الحالي بتعامل معاه إنه خلاص هذه حالة اشتباه
+
+600
+00:41:04,220 --> 00:41:10,460
+بالكورونا، صحيح، تمام، فليكن، لكن هي مش مئة في المئة
+
+601
+00:41:10,460 --> 00:41:14,860
+ممكن تكون أي مرض آخر، أي مرض رئوي آخر، المهم أن أو
+
+602
+00:41:14,860 --> 00:41:19,380
+مرض تنفسي آخر، المهم إنه ممكن تكون الثلاث مع بعض
+
+603
+00:41:19,380 --> 00:41:23,200
+أو اثنين منهم مع بعض، هي المعلومة غير كاملة، وفي نفس
+
+604
+00:41:23,200 --> 00:41:26,560
+الوقت مش دقيقة مئة في المئة، مش…ما أقدرش أقول أن
+
+605
+00:41:26,560 --> 00:41:31,060
+هي تحققها one hundred percent، تمام، فـ in between
+
+606
+00:41:31,060 --> 00:41:34,000
+مثلا، فإذن في الحالة دي الinformation غالبا
+
+607
+00:41:34,000 --> 00:41:37,880
+unsuitable to solving a problem، أكيد مش هتكون
+
+608
+00:41:37,880 --> 00:41:42,260
+مناسبة أن أقول لا أنا مصر على الrule based expert
+
+609
+00:41:42,260 --> 00:41:45,640
+system بشكله الحالي وبده يشتغل، يا عم ما إحنا
+
+610
+00:41:45,640 --> 00:41:48,440
+قلنا لك أنت مش متأكد أصلا أن الfact اللي أنت
+
+611
+00:41:48,440 --> 00:41:53,760
+دخلت له هي أصلا صحيحة، أنت مش متأكد بالأساس أن هي
+
+612
+00:41:53,760 --> 00:41:58,900
+صحيحة، يعني خليني أقول لما أنت قلت سعال حاد أنت
+
+613
+00:41:58,900 --> 00:42:01,640
+كمريض، جيت بتقول أنا عندي سعال حاد، بس لا، هذا مين
+
+614
+00:42:01,640 --> 00:42:05,540
+قال أن هو السعال الحاد هذا معناه أنه هي 100%، يمكن
+
+615
+00:42:05,540 --> 00
+
+667
+00:45:53,810 --> 00:45:57,850
+أنا إيش فهمتني في الكورونا، تمام؟ لكن بده يروح
+
+668
+00:45:57,850 --> 00:46:01,530
+لمين؟ للطبيب، وعنده خبرة كبيرة في الأمراض
+
+669
+00:46:01,530 --> 00:46:05,490
+التنفسية، مش هيك؟ هذا طبيعي، هو ده الـ expert تبعه،
+
+670
+00:46:05,490 --> 00:46:07,530
+هو ده الـ domain expert، أما مش أي واحد domain
+
+671
+00:46:07,530 --> 00:46:11,330
+expert إطلاقا، عشان لما بقوله إيش رأيك في الـ rule
+
+672
+00:46:11,330 --> 00:46:15,950
+هذه، قد إيش أنت بترجّح لنا صحتها، صحتها من نواحي كثيرة،
+
+673
+00:46:15,950 --> 00:46:20,170
+من ناحية إنه قد إيش هم مرتبطين في بعض الـ fact مع الـ
+
+674
+00:46:20,170 --> 00:46:24,430
+conclusion، طيب وقد إيش إيمانه أن الـ rule كلها على
+
+675
+00:46:24,430 --> 00:46:33,410
+بعض صحيحة أصلا، فهو بده يجاوبني فرق شاسع
+
+676
+00:46:33,410 --> 00:46:35,730
+كمان لما بتكلم عن الـ reasoning معناته أنا بدي أروح
+
+677
+00:46:35,730 --> 00:46:38,750
+لجزئية probability، الجزئية الـ probability هناخدها
+
+678
+00:46:38,750 --> 00:46:42,330
+عموما نتين، هندرج عليهم، أني أروح لتنتين لما بقول
+
+679
+00:46:42,330 --> 00:46:46,210
+في عندي reasoning ومنطقية في الشغل معناته أنا بدي
+
+680
+00:46:46,210 --> 00:46:49,980
+أحسب، بدك تحسب، okay، فليكن احسب، هاي علم له
+
+681
+00:46:49,980 --> 00:46:52,700
+probability، وهي الـ condition له، probability، و
+
+682
+00:46:52,700 --> 00:46:57,000
+أتعامل معاها وأتوقع أن نلحقها اليوم نتكلم عنها إن
+
+683
+00:46:57,000 --> 00:47:00,140
+شاء الله، تمام، أما إذا كان experience معناته لأ بدي
+
+684
+00:47:00,140 --> 00:47:06,600
+أشوف الـ domain expert وآخذ منه نسب مباشرة، مش هقعد
+
+685
+00:47:06,600 --> 00:47:09,580
+أحسبها أنا، مش هقعد إحنا نحسبها، تمام
+
+686
+00:47:12,830 --> 00:47:17,270
+imprecise language، الحقيقة لغتنا فعلا بتتعامل مع
+
+687
+00:47:17,270 --> 00:47:19,350
+الـ... مع الوضع اللي إحنا بنتكلم عنه، الـ uncertainty
+
+688
+00:47:19,350 --> 00:47:24,570
+هذه، كيف؟ لأن إحنا عادة اللغة بتاعتنا هي ambiguous
+
+689
+00:47:24,570 --> 00:47:30,750
+غامضة بشكل أو بآخر، و imprecise غير دقيقة، ليش؟ لما
+
+690
+00:47:30,750 --> 00:47:34,910
+بقول والله درجة الحرارة عالية اليوم، عالية يعني قد إيش
+
+691
+00:47:34,910 --> 00:47:40,060
+عالية؟ قد إيش عالية، أنت بالنسبة لك عالية، المتحدث هو
+
+692
+00:47:40,060 --> 00:47:42,820
+اللي بالنسبة له عالية، هو بيعرج بسرعة، أنا لأ،
+
+693
+00:47:42,820 --> 00:47:45,720
+بالنسبة لي عادية، كويسة، أشمالها كويس، يقول لي لأ
+
+694
+00:47:45,720 --> 00:47:49,300
+والله الدنيا اليوم برد، ما حتختلف كلمة برد هذه، لما
+
+695
+00:47:49,300 --> 00:47:53,480
+أقوله بالنسبة للراجل الطويل... طول الراجل اللي واقف
+
+696
+00:47:53,480 --> 00:47:57,080
+قدامنا طويل، ممكن هو بالنسبة له شايفه طويل، أنا لما
+
+697
+00:47:57,080 --> 00:47:59,080
+أطلّع شو أطلّع عليه أقول له لأ ده عادي، أشمال و مش
+
+698
+00:47:59,080 --> 00:48:04,020
+طويل مثلا، فمعنى ذلك أن الـ language بتاعتنا هي برضه
+
+699
+00:48:04,020 --> 00:48:07,840
+مش واضحة، يعني مش هنتفق كلنا عليها حتى في اللغة
+
+700
+00:48:07,840 --> 00:48:11,360
+العادية الطبيعية، ليش؟ بدليل أنه إحنا من يوم
+
+701
+00:48:11,360 --> 00:48:14,800
+ما اخترعنا اللغات هي فيها بعض الألفاظ تنم عن هذا
+
+702
+00:48:14,800 --> 00:48:18,780
+الموضوع، الـ uncertainty، زي لما أقول often، sometimes،
+
+703
+00:48:18,780 --> 00:48:24,770
+معناته مش دائما، مش أكيد، لما أقول frequently بشكل
+
+704
+00:48:24,770 --> 00:48:29,110
+تكراري، بس مش مية في المية، يعني بشكل تكراري، بدنا
+
+705
+00:48:29,110 --> 00:48:31,810
+نيجي مثلا على المحاضرة، يمكن معناته أنتو مش كل
+
+706
+00:48:31,810 --> 00:48:34,390
+يوم معناته بتيجوا على المحاضرة، مش هيك، معناته
+
+707
+00:48:34,390 --> 00:48:37,810
+أنه والله يوم أو يوم لأ مثلا، هي احتمالية صارت،
+
+708
+00:48:37,810 --> 00:48:43,570
+فإذا hardly ever... hardly ever مثلا، إذن اللغة
+
+709
+00:48:43,570 --> 00:48:46,670
+نفسها بتراعي حتى الـ uncertainty في موضوع الـ
+
+710
+00:48:46,670 --> 00:48:49,130
+language، وهذا إحنا اللي بدنا نعرفه... اللي
+
+711
+00:48:49,130 --> 00:48:53,690
+بنحتاج إنه نتكلم... نتكلم عنه من خلال اللغة، فوجدوا
+
+712
+00:48:53,690 --> 00:48:59,310
+أنه عملولها خريطة في الـ... 1944 في الـ... من خلال
+
+713
+00:48:59,310 --> 00:49:04,990
+Ray Simpson، كل لفظ من الألفاظ اللي توحي بين الـ
+
+714
+00:49:04,990 --> 00:49:10,580
+true والـ false، كويس، أعطاها نسبة، عشان لما نيجي
+
+715
+00:49:10,580 --> 00:49:14,080
+نعمل الـ story تبعتنا أو الـ user story، بده يتكلم
+
+716
+00:49:14,080 --> 00:49:18,300
+إيش اللفظ اللي جاله، بحطه كاحتمالية قدامه، لما بدنا
+
+717
+00:49:18,300 --> 00:49:22,420
+نحطها كـ rules، لأ، الـ rule هذه هو ما جليش... ما جليش
+
+718
+00:49:22,420 --> 00:49:27,440
+arrows، دايما هو جالي والله sometimes، لأ، استنى
+
+719
+00:49:27,440 --> 00:49:30,300
+معناته الـ rule okay، أنا هكتبها كـ rule، بس ما ينفعش
+
+720
+00:49:30,300 --> 00:49:32,700
+أحطها مائة في المائة، فالـ rule هذه بالنسبة لي one
+
+721
+00:49:32,700 --> 00:49:37,580
+sometimes، معناته بحطها دي عشرين في المية، هذه 20%
+
+722
+00:49:37,580 --> 00:49:42,060
+تمام، عدّلوا شوية عليها في الـ 68، شوية تعديلات
+
+723
+00:49:42,060 --> 00:49:45,200
+خفيفة على الأرقام، لكن مش كتير ابتعدت يعني... مش
+
+724
+00:49:45,200 --> 00:49:48,360
+كتير ابتعدت، لكن صار تعديل بحيث أن هذا هو الـ
+
+725
+00:49:48,360 --> 00:49:51,820
+standard للـ language أو للألفاظ المستخدمة في الـ
+
+726
+00:49:51,820 --> 00:49:55,890
+language، للدلالة على الـ probability... للدلالة على
+
+727
+00:49:55,890 --> 00:50:00,150
+الـ probability، واضح جدا أن حتى اللغة بتاعتنا الـ
+
+728
+00:50:00,150 --> 00:50:04,170
+language تبعتنا أو كل لغات الدنيا، قاعدة بتزوّجني للـ
+
+729
+00:50:04,170 --> 00:50:07,170
+probability، هي نفسها بتزوّجني للـ probability، لأنها
+
+730
+00:50:07,170 --> 00:50:11,070
+بتستخدم ألفاظ الـ probability زي... لما نيجي نتكلم
+
+731
+00:50:11,070 --> 00:50:17,910
+عن probably، ما هي probably... likely، ألفاظ مستخدمة
+
+732
+00:50:17,910 --> 00:50:21,070
+في اللغة، وبنستخدمها كلنا في لغتنا، لما ديج تقولوا
+
+733
+00:50:21,070 --> 00:50:24,810
+كيف اليوم الجو؟ والله يعني نسبيا منيح، إيش يعني
+
+734
+00:50:24,810 --> 00:50:30,250
+نسبيا؟ إيش يعني نسبيا منيح؟ نسبيا منيح، معناته أنا
+
+735
+00:50:30,250 --> 00:50:33,030
+مش متأكد... يعني مش واثق أن أقول لأ هو منيح، كويس
+
+736
+00:50:33,030 --> 00:50:37,710
+يعني، الجو منيح اليوم، في شمس وفي كويس، تمام، والجو
+
+737
+00:50:37,710 --> 00:50:44,930
+حلو، والجو للطلعة كويس، لأ هو نسبي، تمام، maybe، يمكن
+
+738
+00:50:44,930 --> 00:50:51,350
+أو perhaps، أو possibly، فكلها ألفاظ فعليا تنم بشكل
+
+739
+00:50:51,350 --> 00:50:56,150
+واضح تماما تدل على الـ probability، فالـ probability
+
+740
+00:50:56,150 --> 00:51:02,230
+لما نيجي نعرفها هي ببساطة وُلِدَت مع اللغات، كلمة الـ
+
+741
+00:51:02,230 --> 00:51:05,490
+probability، انولدت مع اللغات، ليش؟ لأن مدام
+
+742
+00:51:05,490 --> 00:51:07,870
+الألفاظ هذه موجودة في اللغة، يعني معناته في
+
+743
+00:51:07,870 --> 00:51:13,370
+probability، من يوم ما أي spoken language وجدت فيها، كان
+
+744
+00:51:13,370 --> 00:51:16,970
+الاحتمالات، لكن بشكل رياضي وعلمي هي ظهرت في القرن
+
+745
+00:51:16,970 --> 00:51:20,290
+السابع عشر، لما ظهرت القوانين بتاعة الـ probability
+
+746
+00:51:20,290 --> 00:51:25,330
+في الـ 1700، القرن السابع عشر، طيب الـ probability بكل
+
+747
+00:51:25,330 --> 00:51:31,030
+بساطة بقدر أقول أن هي الـ event، هي أي event بنقدر
+
+748
+00:51:31,030 --> 00:51:36,370
+نحسبه كأنه proportion of cases، هو جزء من الـ cases
+
+749
+00:51:36,370 --> 00:51:40,070
+الكثيرة هذه، هو جزء منها، أقصى إشي أنه يكون كل الـ
+
+750
+00:51:40,070 --> 00:51:45,440
+cases، ففي الحالة دي بقول إن هي true، الشيك، فإذا الـ
+
+751
+00:51:45,440 --> 00:51:49,560
+event ده إذا هو يمثل كل الـ cases فهو true، إذا لا
+
+752
+00:51:49,560 --> 00:51:55,320
+يمثل أي جزء من الـ cases هذه false، لكن هو جزء، حقيقة
+
+753
+00:51:55,320 --> 00:52:00,900
+جزء منها بحيث أن الـ event هذه occurs من خلال
+
+754
+00:52:00,900 --> 00:52:05,080
+الحالات هذه، الـ event ده حدث في كم حالة منهم، حدث؟
+
+755
+00:52:05,080 --> 00:52:08,980
+في خمسة من عشرة، في سبعة من ثمانية، في... وهكذا
+
+756
+00:52:08,980 --> 00:52:12,480
+مجموعة الـ cases، كل الـ cases هذه، بكل بساطة كأنك
+
+757
+00:52:12,480 --> 00:52:17,500
+بدك تعمل تجربة، والـ event هذا أنه طلع معاك رقم معين
+
+758
+00:52:17,500 --> 00:52:21,160
+كناتج للتجربة، فأنت بتيجي بتعمل احتمالية أنه فعلا كل
+
+759
+00:52:21,160 --> 00:52:25,220
+ما بتعمل التجربة بده يطلع نفس الناتج، عملت التجربة
+
+760
+00:52:25,220 --> 00:52:30,020
+مائة مرة، الناتج دايما مظبوط في خليني أقول ثمانين
+
+761
+00:52:30,020 --> 00:52:33,060
+مرة، فإذا بقول احتمال أنه يطلع الناتج هذا إذا عملت
+
+762
+00:52:33,060 --> 00:52:36,240
+نفس التجربة ثمانين في المية، و and so on وهكذا
+
+763
+00:52:36,240 --> 00:52:40,180
+تمام، بنقدر الـ probability أيضا نعرفها تحت اسم
+
+764
+00:52:40,180 --> 00:52:46,900
+scientific measure of chance، هي قياس الفرص... قياس
+
+765
+00:52:46,900 --> 00:52:50,220
+الفرص بشكل علمي... قياس الفرص، لما عملت الـ meet
+
+766
+00:52:50,220 --> 00:52:53,680
+تجربة، كم فرصة ممكن يظهر فيها الناتج اللي أنا
+
+767
+00:52:53,680 --> 00:53:01,280
+متخيله، 80 مرة، فهذه كفرص، تمام، بكل بساطة الـ
+
+768
+00:53:01,280 --> 00:53:04,200
+probability هي in between، أو هي تعتبر في نهاية
+
+769
+00:53:04,200 --> 00:53:08,140
+numerical index، بمعنى هو مؤشر رقمي، مؤشر... مؤشر
+
+770
+00:53:08,140 --> 00:53:13,540
+رقمي بين الـ zero وهذا بسميه absolute impossibility،
+
+771
+00:53:13,540 --> 00:53:18,520
+absolute بمعنى اللا إمكانية المطلقة، لا إمكانية
+
+772
+00:53:18,520 --> 00:53:25,210
+مطلقة، فإذا zero، أو بين الـ 0 to 1 to unity للواحد
+
+773
+00:53:25,210 --> 00:53:29,110
+اللي هي الـ absolute certainty، اللي هي التأكيد
+
+774
+00:53:29,110 --> 00:53:33,050
+المطلق، تأكيد مطلق، مدام تأكيد مطلق خالص true، فهذا
+
+775
+00:53:33,050 --> 00:53:35,230
+معنى ذلك أن كل probability، وزي ما أنتو عارفين
+
+776
+00:53:35,230 --> 00:53:39,670
+من الصفر للواحد، تتراوح، بدنا عشان نكتر فيه، أنا عارف
+
+777
+00:53:39,670 --> 00:53:42,390
+أن أنتو ماخذين الـ knowledge البسيطة هذه، جابلة هيك
+
+778
+00:53:42,390 --> 00:53:45,970
+فبدنا ندخل الإشي المهم، بالنفس، بقالنا، فهنقدر نقول
+
+779
+00:53:45,970 --> 00:53:50,200
+أن الـ probability للـ success هي تساوي the number of
+
+780
+00:53:50,200 --> 00:53:55,160
+successes على the number of possible outcomes، نفس
+
+781
+00:53:55,160 --> 00:53:57,700
+الكلام لـ probability اللي هي الـ failure، هي تساوي
+
+782
+00:53:57,700 --> 00:54:00,480
+الـ number of failures، بأنه chance، في النهاية
+
+783
+00:54:00,480 --> 00:54:05,220
+نتكلم عن chance، the number of possible outcomes،
+
+784
+00:54:05,220 --> 00:54:09,780
+برضه، نفس الكلام، بحيث أنه بقدر أقول الـ probability
+
+785
+00:54:09,780 --> 00:54:16,910
+نترجمها كـ symbolic language، هي probability تساوي
+
+786
+00:54:16,910 --> 00:54:21,230
+success على success plus failure، لأن الـ outcomes
+
+787
+00:54:21,230 --> 00:54:25,350
+كلها على بعض هي الإتنين دول، يا بنجح يا بنجحش،
+
+788
+00:54:25,350 --> 00:54:28,330
+تمام، success or failure، بالنسبة لي الـ failure
+
+789
+00:54:28,330 --> 00:54:32,350
+هنسميها Q، وهذا الـ failure على برضه المجموعة، على
+
+790
+00:54:32,350 --> 00:54:36,690
+نفس الشغل، المجموعة، بحيث إن مجموعهم بيساوي واحد
+
+791
+00:54:37,110 --> 00:54:39,490
+مجموع بساوي واحد، لإيش؟ لأنه إذا أجمع هذه مع هذه
+
+792
+00:54:39,490 --> 00:54:44,830
+هنجمع الـ numerators، فبتصير S زائد F على S زائد F
+
+793
+00:54:44,830 --> 00:54:52,250
+تمام، for example، لما بنعمل throw للـ coin، نرمي
+
+794
+00:54:52,250 --> 00:54:55,190
+الـ coin اللي هي العمله المعدنية، نرمي الـ coin
+
+795
+00:54:55,190 --> 00:54:59,410
+فواضح إذا كانت هي free balance، free balance بمعنى
+
+796
+00:54:59,410 --> 00:55:01,990
+أنه ما فيها لا ثانية ولا طعجة، ولا فيها أي مشكلة
+
+797
+00:55:01,990 --> 00:55:05,570
+ولا أي تعليمة ولا أي شي، بنرميها خلاص، أنا ضامن إنه
+
+798
+00:55:05,570 --> 00:55:11,890
+إيش؟ في الحالة هذه الفرص للـ head ولـ tail equal
+
+799
+00:55:11,890 --> 00:55:15,770
+probability، equal probability، الإتنين، مدام equal
+
+800
+00:55:15,770 --> 00:55:18,750
+probability وأنا عارف أن مجموعهم لازم يساوي واحد،
+
+801
+00:55:18,750 --> 00:55:23,210
+يا إما نص لكل واحدة، لو نص لكل واحدة، فالـ head زائد
+
+802
+00:55:23,210 --> 00:55:26,290
+tail، الـ chances لهذه زائد الـ chances لهذه بيساوي
+
+803
+00:55:26,290 --> 00:55:29,930
+في النهاية واحد، بحيث إن كل واحدة منهم هي نص كـ
+
+804
+00:55:29,930 --> 00:55:32,750
+probability، كـ value of probability، تمام، نصل
+
+805
+00:55:32,750 --> 00:55:36,050
+اللي بدنا إياه، نصل اللي بدنا إياه، لأن هذا هو المهم في
+
+806
+00:55:36,050 --> 00:55:38,950
+الـ Rule Based، الآن بدنا نتكلم عن الـ Bayesian Rule
+
+807
+00:55:38,950 --> 00:55:44,390
+لأن هي اللي هنستخدمها إذا حدث شيء، قد إيش احتمال حدوث
+
+808
+00:55:44,390 --> 00:55:47,190
+شيء ثاني؟ طب ما هي هذه اللي تنطبق تماما مع الـ rule
+
+809
+00:55:47,190 --> 00:55:52,670
+اللي إحنا بنشتغل عليها؟ if then، معناته إذا حدث الـ
+
+810
+00:55:52,670 --> 00:55:57,550
+event هذا، قد إيش احتمال أنه يحصل الـ conclusion هذه؟ هذه
+
+811
+00:55:57,550 --> 00:55:59,890
+هي القاعدة الأساسية اللي بدنا إياها، عشان هيك الـ
+
+812
+00:55:59,890 --> 00:56:02,390
+conditional probability هي أكتر إشي إحنا محتاجين
+
+813
+00:56:02,390 --> 00:56:08,050
+نتعامل معاها، فحقول probability A condition B، هتساوي
+
+814
+00:56:08,050 --> 00:56:11,390
+probability B condition A، مضروبة في probability الـ
+
+815
+00:56:11,390 --> 00:56:16,270
+A على probability B، بحيث إنه probability A
+
+816
+00:56:16,270 --> 00:56:18,310
+condition B، هذا اللي بنسميها الـ posterior
+
+817
+00:56:18,310 --> 00:56:23,570
+probability، اللي محتاجين إن يعني إذا كان أنا بتكلم
+
+818
+00:56:23,570 --> 00:56:29,030
+عن certainty، محتاج أكبرها أقصى ما يمكن، أحيانا في
+
+819
+00:56:29,030 --> 00:56:31,710
+معظم الـ expert system عادة هي عبارة عن الـ
+
+820
+00:56:31,710 --> 00:56:37,310
+conditional probability that event A occurs given
+
+821
+00:56:37,310 --> 00:56:42,470
+that event B has occurred، بمعنى قد إيش احتمالية حدوث A
+
+822
+00:56:42,470 --> 00:56:48,970
+في حال إنه فعلا وقع حدوث B، وقع حدوث B، تمام، هذا إيش
+
+823
+00:56:48,970 --> 00:56:52,030
+بيساوي؟ بيساوي أول term فوق، probability B condition
+
+824
+00:56:52,030 --> 00:56:56,770
+A، هذه is the conditional probability of event B
+
+825
+00:56:56,770 --> 00:57:02,650
+occurring given that event A has occurred، طيب هو
+
+826
+00:57:02,650 --> 00:57:11,030
+احتمال B أنه يقع، تمام، إذا وقع فعلا B، A، قد إيش هي ممكن
+
+827
+00:57:11,030 --> 00:57:15,930
+تكون مسببة له أو تكون هي ناتج عنه، يعني طيب ناخد
+
+828
+00:57:15,930 --> 00:57:23,710
+مثال، مؤتمد على B، على حدوث B، زي لما نفترض إن والله
+
+829
+00:57:23,710 --> 00:57:31,620
+في عندي واقفة على الشباك، بنت، طالبة، ماسكة الـ T²
+
+830
+00:57:31,620 --> 00:57:37,140
+عارفين الـ T²؟ اللي هو مصطلح الـ T، بدي أقول قد إيش
+
+831
+00:57:37,140 --> 00:57:42,800
+احتمال إنه هي في كلية الهندسة، لأنها حاملة T²، فإذا
+
+832
+00:57:42,800 --> 00:57:46,140
+صار الـ probability تبعتنا هنا أو الـ P، الـ P اللي هو
+
+833
+00:57:46,140 --> 00:57:50,560
+الـ event إنه هي حاملة T²، والـ A إن هي طالبة في
+
+834
+00:57:50,560 --> 00:57:54,440
+كلية الهندسة، فالآن بدي أقول probability إن هي
+
+
+889
+01:02:45,440 --> 01:02:49,180
+أه، وجادرين نتفرج بين هذه وهذه.. هذه شيء وهذه
+
+890
+01:02:49,180 --> 01:02:52,300
+شيء تماما، وبدنا نكون عارفين بس أن هذا دائما هذا
+
+891
+01:02:52,300 --> 01:02:57,720
+الـconclusion، و
+
+892
+01:02:57,720 --> 01:02:58,440
+هذا الـevent
+
+893
+01:03:02,970 --> 01:03:05,850
+هذه الـevent نفسها، إنه إيش الحدث اللي صار؟ الحدث
+
+894
+01:03:05,850 --> 01:03:09,850
+اللي صار إنه حملة laptop، هذا الحدث، بكل بساطة،
+
+895
+01:03:09,850 --> 01:03:13,350
+time، فإذن
+
+896
+01:03:21,890 --> 01:03:25,950
+في الـBayesian rule، بقدر الآن عشان أحطها ضمن الـrule
+
+897
+01:03:25,950 --> 01:03:30,810
+أو نعملها reasoning، تفكير منطقي لها، بقدر أقول if E
+
+898
+01:03:30,810 --> 01:03:35,150
+is true، الـrule كيف بتتغير مع دخول الـ
+
+899
+01:03:35,150 --> 01:03:38,990
+probability معانا على الموضوع، على الخط، بقول if E
+
+900
+01:03:38,990 --> 01:03:44,070
+is، اللي هو الـevent أو الـevidence، الشاهد اللي
+
+901
+01:03:44,070 --> 01:03:51,040
+شفته is true، then H، اللي هي الـhypothesis الـ
+
+902
+01:03:51,040 --> 01:03:55,560
+evidence والـhypothesis، إذا حدث الـevidence true،
+
+903
+01:03:55,560 --> 01:04:01,230
+H is true with probability P، باحتمالية كذا، فهذه
+
+904
+01:04:01,230 --> 01:04:03,550
+الاحتمالية هي احتمالية الـrule كلها على بعض
+
+905
+01:04:03,550 --> 01:04:07,730
+احتمالية أن القاعدة دائما صحيحة، ارتباطهم دائما
+
+906
+01:04:07,730 --> 01:04:13,070
+صحيح بنسبة P، بنسبة P، ففي الحالة هذه بنقدر نقول أن
+
+907
+01:04:13,070 --> 01:04:20,210
+الـE، إذا الـE occurs، فإذا probability that event H
+
+908
+01:04:20,210 --> 01:04:27,980
+will occur is P، فالـprobability لحدوث H هو P أو P
+
+909
+01:04:27,980 --> 01:04:34,700
+هتحدث باحتمالية.. H هتحدث باحتمالية P، باحتمال P
+
+910
+01:04:34,700 --> 01:04:38,540
+طيب، في الـexpert system زي ما قلنا، الـH هذا اللي
+
+911
+01:04:38,540 --> 01:04:42,460
+هو بيمثل الـhypothesis، والـE اللي هي تمثل الـ
+
+912
+01:04:42,460 --> 01:04:46,080
+evidence، الشاهد اللي هيحدث، وبناء عليه هتحدث
+
+913
+01:04:46,080 --> 01:04:55,030
+الفرضية، عشان نجي نحطها كـprior، prior، conditional،
+
+914
+01:04:55,030 --> 01:04:58,910
+posterior probabilities، زي ما قلنا، هذه نسميها الـ
+
+915
+01:04:58,910 --> 01:05:03,490
+posterior probability، الـposterior probability هنا
+
+916
+01:05:03,490 --> 01:05:08,350
+نفس المثال، طبعا، إزاي توه ما فيش أي مشاكل فيه، إن
+
+917
+01:05:08,350 --> 01:05:12,990
+والله فعلا الـevidence إنه بتحمل laptop، فجدًّا إن
+
+918
+01:05:12,990 --> 01:05:19,590
+هي هندسة حاسوب، hypothesis، تمثل من نسبة الناس اللي
+
+919
+01:05:19,590 --> 01:05:24,390
+بيحملوا الـlaptop، كويس، في احتمال أصلا إن هي هندسة
+
+920
+01:05:24,390 --> 01:05:28,590
+حاسوب على.. هنشوف هنا،  بدون يتغير معناه، هذه
+
+921
+01:05:28,590 --> 01:05:34,190
+المفروض، والأصل كانت..
+
+922
+01:05:34,190 --> 01:05:41,210
+مش شاكة، تمام، حلو جدا، بمعنى مين احتمال بيحملوا
+
+923
+01:05:41,210 --> 01:05:45,470
+laptop، طيب، شوفوا احنا كيف هنقسمهم، هنقسمهم ونقول أن
+
+924
+01:05:45,470 --> 01:05:48,950
+هذه عبارة عن two terms، مش term واحد، ليش؟ بمعنى أن
+
+925
+01:05:48,950 --> 01:05:54,130
+probability إنهم بيحملوا laptop وهم هندسة حاسوب،
+
+926
+01:05:54,130 --> 01:05:58,150
+واحتمال إنهم بيحملوا laptop وهم مش هندسة حاسوب،
+
+927
+01:05:58,150 --> 01:06:03,090
+فهنا صار هذا term، هيها هذا الـterm، إن هي هندسة
+
+928
+01:06:03,090 --> 01:06:10,510
+حاسوب، في احتمال الـevidence لهندسة الحاسوب، تمام،
+
+929
+01:06:10,510 --> 01:06:16,170
+زائد احتمال إنه مش هندسة حاسوب، في احتمال إنه الـ
+
+930
+01:06:16,170 --> 01:06:21,010
+evidence لغير مهندس هندسة الحاسوب، مجموع الاثنين
+
+931
+01:06:21,010 --> 01:06:24,370
+المفروض يتكامل مع بعضه، لأن هذه بتكمل هذه
+
+932
+01:06:29,010 --> 01:06:34,110
+صحيح، هو مش كلهم هيطلعوا بيحملوا laptop، أكيد، تمام،
+
+933
+01:06:34,110 --> 01:06:39,090
+فأتوقع واضحة المعادلة، يا بيحملوا يا بيحملوش، هي
+
+934
+01:06:39,090 --> 01:06:43,310
+نفسها بس وسّعناها شوية، وسّعناها شوية، هي نفسها ولكن
+
+935
+01:06:43,310 --> 01:06:47,190
+وسّعناها شوية، لأنه أنا معنى الآن أنه هي هندسة حاسوب
+
+936
+01:06:47,190 --> 01:06:53,520
+أو لأ، أضفنا كلمة أو لأ، هذه أو لأ، وضحناها أكثر، مش
+
+937
+01:06:53,520 --> 01:06:59,360
+أكثر من هيك، طيب، طيب، نفس الكلام الآن، مدام أو لأ، طب
+
+938
+01:06:59,360 --> 01:07:03,640
+أنا بدي أقول أو لأ، هذا كمان أحسبه لحاله، بمعنى إنه
+
+939
+01:07:03,640 --> 01:07:10,360
+لو الـprobability H، أيوة، هتنوسع المثال تبعنا
+
+940
+01:07:10,360 --> 01:07:17,890
+شوية، بدنا نحسب احتمال أن الآن، حاملة laptop هي هندسة
+
+941
+01:07:17,890 --> 01:07:23,890
+حاسوب، طيب، احتمال آخر إنه هي، لأنه حاملة laptop فهي
+
+942
+01:07:23,890 --> 01:07:29,250
+IT، طيب، احتمال لأنه حاملة laptop فهي أي تخصص آخر
+
+943
+01:07:29,250 --> 01:07:32,370
+مثلا
+
+944
+01:07:32,370 --> 01:07:39,020
+فإذا، هقول H1، الـhypothesis للكمبيوتر، H2 الـ
+
+945
+01:07:39,020 --> 01:07:45,340
+hypothesis للـIT students، الـH3 نفترض hypothesis لـ
+
+946
+01:07:45,340 --> 01:07:51,560
+other departments، okay، فهنا لما أقول هنا واحد
+
+947
+01:07:51,560 --> 01:07:57,020
+معناته إيه؟ بتكلم عن الكمبيوتر، وحينها هتصير هنا
+
+948
+01:07:57,020 --> 01:08:00,780
+واحد، هي رجعت نفس القانون الأولاني، وهي واحد هنا
+
+949
+01:08:00,780 --> 01:08:09,570
+اللي اتغير هنا التوسعة، توسعت زيادة، يعني صارت E شرط
+
+950
+01:08:09,570 --> 01:08:19,910
+H1، اللي هي Computer، مضروبة في الـH1، زائد E إن هي
+
+951
+01:08:19,910 --> 01:08:28,910
+IT، في احتمال عدد طالبات الـIT، زائد الـevidence مع
+
+952
+01:08:28,910 --> 01:08:32,290
+الـothers، في احتمال الـothers أصلا
+
+953
+01:08:35,240 --> 01:08:41,540
+and so on، لو بدي أكبر عدد الـhypothesis، كويس، جمع
+
+954
+01:08:41,540 --> 01:08:46,360
+hypothesis، الـhypothesis هدول، بنجمعهم، بنحطهم
+
+955
+01:08:46,360 --> 01:08:53,660
+بأعدادهم، موجودين تحت، هذا لما يكون عندي، يعني معنى
+
+956
+01:08:53,660 --> 01:08:57,400
+ذلك، أنا معتمد في حكمي فقط على الـlaptop، على الـ
+
+957
+01:08:57,400 --> 01:09:02,570
+laptop بس، على الـlaptop، طيب، لو تطورت الأمور، مع الـ
+
+958
+01:09:02,570 --> 01:09:07,390
+laptop، بتطلع على إيدها الثانية اللي جيت فيها T²، لأ،
+
+959
+01:09:07,390 --> 01:09:11,010
+استنى، هيك اتغيرت الأمور، هتتغير تماما الأمور،
+
+960
+01:09:11,010 --> 01:09:14,650
+ليش؟ لأنه المفروض أنا أحط الـtwo evidences مع بعض
+
+961
+01:09:14,650 --> 01:09:18,770
+الآن، وهيك الدماغ بيفكر، بياخد الشاهد واحد وبس،
+
+962
+01:09:18,770 --> 01:09:25,250
+بحكم عليه، لأ، هيك واضح إنه هتتطور الأمور، بحيث
+
+963
+01:09:25,250 --> 01:09:32,380
+أنه probability لـH one، هي evidence واحد، اثنين، ثلاثة،
+
+964
+01:09:32,380 --> 01:09:37,720
+حسب جدًّا عدد الـevidences، الشواهد اللي هشوفها، فهنا
+
+965
+01:09:37,720 --> 01:09:44,520
+كانت single evidence، مع multiple hypotheses، هنا
+
+966
+01:09:44,520 --> 01:09:50,060
+multiple evidences، مع multiple hypotheses، هنقول
+
+967
+01:09:50,060 --> 01:09:57,620
+each واحد بشرط إن هي تحمل laptop، and، لأنهم صاروا
+
+968
+01:09:57,620 --> 01:10:03,800
+اثنين مع بعض، هي تحمل laptop وT²، ولكوا وبتدرس AI،
+
+969
+01:10:03,800 --> 01:10:10,320
+مثلا، هي شواهد كلها، كلها شواهد، فخلّيني أفرض أن
+
+970
+01:10:10,320 --> 01:10:16,600
+والله هي H1، بمعنى هي هندسة حاسوب، جدًّا احتمال إن هي
+
+971
+01:10:16,600 --> 01:10:23,060
+تكون هندسة حاسوب، لأنها تحمل laptop وتحمل T²، فإذا
+
+972
+01:10:23,060 --> 01:10:27,440
+فوج، فاش كتير مشكلة، لكن هنضربهم ضرب في بعض، احتمال
+
+973
+01:10:27,440 --> 01:10:31,540
+أن هي هندسة حاسوب بالأساس بشكل مطلق، وهدي زي ما
+
+974
+01:10:31,540 --> 01:10:35,860
+قلنا، على القبول والتسجيل، جدًّا عدد الطالبات كلهم،
+
+975
+01:10:35,860 --> 01:10:40,320
+طيب، جدًّا عدد طالبات هندسة الحاسوب، هدي على هدي،
+
+976
+01:10:40,320 --> 01:10:45,100
+خلصناها، ما فيش فيها مشكلة، تمام، هنا بصير بدنا نشتغل
+
+977
+01:10:45,100 --> 01:10:55,240
+على probability E1 condition H1، في،  B E2 condition
+
+978
+01:10:55,240 --> 01:10:59,000
+H1، و
+
+979
+01:10:59,000 --> 01:11:05,120
+احنا قلنا مدام and، سابقا الـand، ضرب، والـor
+
+980
+01:11:05,120 --> 01:11:09,640
+مذاكرين وكده، طيب، احنا هنحتاج الموضوع، الكلام هذا
+
+981
+01:11:09,640 --> 01:11:14,840
+نسترجعه يعني لاحقا، الضرب والقسمة والجمع، مدام أنا
+
+982
+01:11:14,840 --> 01:11:19,300
+بقول and، لأن أنا شوفت الـtwo evidences، حقيقة أنا
+
+983
+01:11:19,300 --> 01:11:26,010
+شوفت الـlaptop، وشوفت T²، and الاثنين موجودين، فإذا
+
+984
+01:11:26,010 --> 01:11:31,310
+في الحالة دي أكيد بدي أضرب، احتمالية، أو جدًّا نسبة
+
+985
+01:11:31,310 --> 01:11:35,030
+الهندسة الحاسوب من اللي بيحملوا laptop، وجدًّا نسبة
+
+986
+01:11:35,030 --> 01:11:39,120
+هندسة الحاسوب من اللي بيحملوا الـT²، فلما أجي أتكلم
+
+987
+01:11:39,120 --> 01:11:42,200
+عن الـT²، هقول لأ، معناته بدنا نحسب الباجين فيه
+
+988
+01:11:42,200 --> 01:11:44,240
+الهندسة المعمارية، وفيه الهندسة المدنية، وفيه سنة
+
+989
+01:11:44,240 --> 01:11:47,780
+أولى، كل هدول بيحملوا بشكل مكثف الـ.. الـ.. هنا
+
+990
+01:11:47,780 --> 01:11:51,120
+هتطلع هندسة الحاسوب على جدًّا مين اللي بده يحمل الـ
+
+991
+01:11:51,120 --> 01:11:54,980
+T²، اللي لسه خليني أقول بدهم، يعني كإنهم مأجلين
+
+992
+01:11:54,980 --> 01:11:59,140
+المصاق تبع الـ.. الرسم الهندسي مثلا، okay، هتطلع
+
+993
+01:11:59,140 --> 01:12:04,850
+نسبة، بس المتوقعة هتكون قليلة شوية، نسب، تمام، فهي
+
+994
+01:12:04,850 --> 01:12:09,290
+برضه الـevidences نفسها بهذا الشكل.. بهذا الشكل
+
+995
+01:12:09,290 --> 01:12:14,730
+المرة القادمة، بناخد مثال على الموضوع ككل، وبنحاول
+
+996
+01:12:14,730 --> 01:12:19,530
+على نفس المثال نفترضه، إنه والله فعلا في عندي هندسة
+
+997
+01:12:19,530 --> 01:12:29,610
+حاسوب اللي هي H1، H2 نفترض إنه هي الـIT، H3 الـothers،
+
+998
+01:12:29,610 --> 01:12:35,800
+خلينا نسميهم، نقول الـevidence الأولى هي الـlaptop،
+
+999
+01:12:35,800 --> 01:12:45,060
+الثانية الـT square،  ونفترض و مثلا studying AI for
+
+1000
+01:12:45,060 --> 01:12:51,880
+example، تمام؟ اتصدقوا إنها زبطت؟ يعني T² بالنسبة لـ
+
+1001
+01:12:51,880 --> 01:12:57,860
+IT، تمام؟ يعني بشكل أو بآخر زبطت، فخلينا معناته
+
+1002
+01:12:57,860 --> 01:13:01,080
+نضلنا مركزين على المثال هذا، نحله المرة الجاية إن
+
+1003
+01:13:01,080 --> 01:13:04,160
+شاء الله تعالى، يلا، أعطيكم العافية، بنكمل من هذه
+
+1004
+01:13:04,160 --> 01:13:05,700
+النقطة المرة القادمة إن شاء الله تعالى
+
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/wvUolqJpHd8_postprocess.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/wvUolqJpHd8_postprocess.srt
new file mode 100644
index 0000000000000000000000000000000000000000..eeb93b67b6da3a3bd56f95a12d8d991a33e755ae
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/wvUolqJpHd8_postprocess.srt
@@ -0,0 +1,4016 @@
+1
+00:00:04,980 --> 00:00:08,840
+بسم الله الرحمن الرحيم نكمل في موضوع ال rule based
+
+2
+00:00:08,840 --> 00:00:12,320
+expert system اللي كنا اتكلمنا فيها المرة السابقة
+
+3
+00:00:12,320 --> 00:00:17,720
+و تقريبا شبه خلصناها تبقالنا فقط ناخدلنا مثال
+
+4
+00:00:17,720 --> 00:00:22,580
+عليها و المثال ببساطة جدا نحاول هيك نلخصه كشرح
+
+5
+00:00:22,580 --> 00:00:26,780
+عشان نبدأ نشوفمجموعة ال rules هذه و ن .. و نربطها
+
+6
+00:00:26,780 --> 00:00:30,720
+مع طبيعة المثال نفسه المثال ببساطة بدنا نعمل
+
+7
+00:00:30,720 --> 00:00:34,240
+expert system و طبعا أكيد هيكون معتمد على rule
+
+8
+00:00:34,240 --> 00:00:39,880
+based expert system المطلوب منه أن يكون as a media
+
+9
+00:00:39,880 --> 00:00:43,960
+advisor media advisor إيش يعني؟ يعني بمعنى يعطيني
+
+10
+00:00:43,960 --> 00:00:49,400
+نصيحة أو استشارةإيش ال media أو ال medium المناسبة
+
+11
+00:00:49,400 --> 00:00:53,440
+لدورة تدريبية .. لدورة تدريبية الدورة التدريبية
+
+12
+00:00:53,440 --> 00:00:56,240
+عشان نعمل دورة تدريبية و نقول إيش البيئة المناسبة
+
+13
+00:00:56,240 --> 00:01:00,280
+لهذه الدورة معناه ذلك إن أنا محتاج أعرف ال
+
+14
+00:01:00,280 --> 00:01:04,460
+trainees تبعوني اللي هم المتدربين إيش إمكانياتهم؟
+
+15
+00:01:04,460 --> 00:01:06,980
+إيش البيئة اللي هم بيحبوا يشتغلوا فيها؟ طبعا احنا
+
+16
+00:01:06,980 --> 00:01:10,320
+هنا بنتكلم عن ال trainees بيشتغلواTrainees
+
+17
+00:01:10,320 --> 00:01:16,240
+بيشتغلوا فاحنا بدنا نعطيهم extra skills أو needed
+
+18
+00:01:16,240 --> 00:01:21,020
+skills، مهارات محتاجينها في شغلهم، فمعنى ذلك أنا
+
+19
+00:01:21,020 --> 00:01:24,100
+محتاج أعرف لـ trainees هدول إيش طبيعتهم، من أي
+
+20
+00:01:24,100 --> 00:01:26,560
+ناحية؟ من ناحية ال environment اللي هم بيشتغلوا
+
+21
+00:01:26,560 --> 00:01:30,810
+فيها؟ إيش البيئة؟اللي بيشتغلوا فيها عادةً بعدين ال
+
+22
+00:01:30,810 --> 00:01:35,550
+job تبعهم إيش بالظبط طبيعة ال job بدنا نتكلم عن ال
+
+23
+00:01:35,550 --> 00:01:41,850
+stimulus response و ال stimulus ال environment
+
+24
+00:01:41,850 --> 00:01:45,990
+بتاعتهم بحيث إنه إيش الوضع المحفز لهم إنه فعلا
+
+25
+00:01:45,990 --> 00:01:49,150
+يستفيدوا من هذه الدورة عشان نتكلم عن هذا الكلام
+
+26
+00:01:49,150 --> 00:01:51,350
+معناته بدأ أكون عارف لل trainees هدول إيش واضحهم
+
+27
+00:01:51,350 --> 00:01:55,410
+مين هم بالظبط فهو هذا بالضبط اللي بدنا نشتغله بحيث
+
+28
+00:01:55,410 --> 00:02:01,720
+إنه أنا أعطيهال trainee هدول إيش ال job تبعتهم؟
+
+29
+00:02:01,720 --> 00:02:04,520
+إيش ال environment اللي بيحبوا يشتغلوا فيها؟ وإيش
+
+30
+00:02:04,520 --> 00:02:09,360
+ال stimulus response؟ بمعنى لو طلبت منه task إيش
+
+31
+00:02:09,360 --> 00:02:13,440
+أفضل طريقة بيقدر هو يعبرلي عن .. عن فهمه؟ لما
+
+32
+00:02:13,440 --> 00:02:17,540
+بنتجي نتكلم عن طالب .. بالنسبة للطالب يعني نوعا ..
+
+33
+00:02:17,540 --> 00:02:21,260
+نوعا ما أنه يكتب مثلا على ورقيكتب على ورقة ف
+
+34
+00:02:21,260 --> 00:02:27,380
+papers ممكن تكون عبارة عن papers أو oral أنه يتكلم
+
+35
+00:02:27,380 --> 00:02:31,040
+معايا كلام مثلا يناقشني لكن لما نيجي نتكلم عن واحد
+
+36
+00:02:31,040 --> 00:02:35,400
+بيشتغل فني الحام مثلا أو فني إلكترونيات أو أمور
+
+37
+00:02:35,400 --> 00:02:38,660
+بهذه الشكل هو مش متعود على الورقة و الجلم لما أجي
+
+38
+00:02:38,660 --> 00:02:42,160
+أحطه في دورة ماجيش أقول والله أنا بدي أختبره فاخد
+
+39
+00:02:42,160 --> 00:02:45,860
+هاي ورقة و جلم و اكتبلي إيش بتعرف مش هيعرف يشتغل
+
+40
+00:02:45,860 --> 00:02:48,600
+بهذا الشكل و في الحالة هذه ال evaluation تبعته
+
+41
+00:02:48,600 --> 00:02:53,180
+هتكون خاطئةأكون .. هكون قيمته بشكل خاطئ تماما فال
+
+42
+00:02:53,180 --> 00:02:56,540
+response اللي أنا مستنيه منه الاستجابة لازم يكون
+
+43
+00:02:56,540 --> 00:02:59,860
+فيه محفز له stimulus response إيش الشيء المحفز له
+
+44
+00:02:59,860 --> 00:03:04,670
+إنه أقوله لأ خد هاي مجموعة موادويعمللي منتج زي هذا
+
+45
+00:03:04,670 --> 00:03:08,350
+ساعتها بقيمه حسب البيئة اللي هو جاي منها اللي هو
+
+46
+00:03:08,350 --> 00:03:12,690
+بيشتغل منها أساسا فبتكون في الحالة هذه الدورة
+
+47
+00:03:12,690 --> 00:03:16,570
+التدريبية كتير أفيد من مجرد كلام في الهواء ويطلع
+
+48
+00:03:16,570 --> 00:03:19,950
+مستفدش منها أي شيء فببساطة جدا احنا بدنا نعطي
+
+49
+00:03:19,950 --> 00:03:24,010
+مواصفات ل trainees عشان هو يقوللي ايش ال medium
+
+50
+00:03:24,010 --> 00:03:27,970
+المناسبة هل تكون ورشة عمل لأ ممكن نحطه في قاعة
+
+51
+00:03:27,970 --> 00:03:33,490
+تدرسية زي هذا لازم أروح أحجزله مختبرولا لأ قاع زي
+
+52
+00:03:33,490 --> 00:03:36,650
+هذه مناسبة ولا يمكن حتى مش محتاج مكان نهائيًا،
+
+53
+00:03:36,650 --> 00:03:41,730
+يمكن التعليم مدمج أو تعليم إلكتروني مناسب وخلاص،
+
+54
+00:03:41,730 --> 00:03:45,990
+أعطيه مادة علمية أسلمه إياها ويقرأها لحاله، فبدنا
+
+55
+00:03:45,990 --> 00:03:51,550
+نشوف إيش ال medium أو الوسط الناقل الأمثلللمعلومة
+
+56
+00:03:51,550 --> 00:03:57,030
+بين المدرب والمتدرب فهذا ببساطة اللي هنتكلم عنه
+
+57
+00:03:57,030 --> 00:03:59,910
+كمثال لليوم فخلينا نشوف مجموعة ال rules اللي انا
+
+58
+00:03:59,910 --> 00:04:05,370
+محتاجها ال rules اللي هنحتاجها لبناء هذاالموديل أو
+
+59
+00:04:05,370 --> 00:04:08,110
+هذا ال expert system الرول الأولى إذا ال
+
+60
+00:04:08,110 --> 00:04:12,230
+environment is papers إذا كان والله البيئة بتاعتنا
+
+61
+00:04:12,230 --> 00:04:14,910
+زي احنا مثلا طلاب و مدرسين و أساتذة و بنتعامل مع
+
+62
+00:04:14,910 --> 00:04:17,990
+الأوراق عادة إيش البيئة اللي احنا بنتعامل فيها؟
+
+63
+00:04:17,990 --> 00:04:22,830
+أوراق، مكتب عليه ورقبنتعامل مع ال environment طبعا
+
+64
+00:04:22,830 --> 00:04:27,010
+or ال environment is manual عبارة عن كتيبات و
+
+65
+00:04:27,010 --> 00:04:30,570
+تقارير و حاجات manual كلها أو ال environment
+
+66
+00:04:30,570 --> 00:04:34,630
+بتاعتنا البيئة بتاعتنا هي documents هي وثائق أو ال
+
+67
+00:04:34,630 --> 00:04:40,550
+text box كتب فكل هذي بيئة عمل بيئة عمل إيش يعني؟
+
+68
+00:04:40,550 --> 00:04:43,030
+معناته أنه أنا لما بدي أدور على معلومة عادة هي
+
+69
+00:04:43,030 --> 00:04:46,340
+مصادرلما بتعمل response، هاي مصادر ال response
+
+70
+00:04:46,340 --> 00:04:49,920
+بعدين، بدي أكتب على paper، على ورق، كويس؟ فهذه
+
+71
+00:04:49,920 --> 00:04:53,000
+البيئة اللي عادة بتعمل فيها، فهنا في الحالة دي
+
+72
+00:04:53,000 --> 00:04:55,940
+بقدر أقول إن ال stimulus situation، فإذا الوضع
+
+73
+00:04:55,940 --> 00:05:01,500
+المحفز اللي فعلا بخليني أحسس إن أنا في شغل لسه، مش
+
+74
+00:05:01,500 --> 00:05:05,060
+في دورة تدريبية مختلفة عن طبيعة شغلي، إنه أكون ال
+
+75
+00:05:05,060 --> 00:05:10,120
+situation is variable كويس؟ إنه أتكلم أنا و الناس
+
+76
+00:05:10,120 --> 00:05:12,740
+اللي معايا، زي إما إحنا في محاضرة علمية، بنتناقش
+
+77
+00:05:13,420 --> 00:05:17,160
+بصير نقاش إذا احنا فعلا متعودين على قراءة كتب،
+
+78
+00:05:17,160 --> 00:05:20,520
+متعودين على ال manuals، متعودين على ال documentsال
+
+79
+00:05:20,520 --> 00:05:23,360
+documents سبعتنا ال papers الحاجات هذه فالطبيعي
+
+80
+00:05:23,360 --> 00:05:27,620
+جدا اللي بنفهمه انه معنى ذلك ال .. البيئة المحفزة
+
+81
+00:05:27,620 --> 00:05:33,200
+او الوضع المحفز لل trainees هنا هي الكلام وهذا هو
+
+82
+00:05:33,200 --> 00:05:35,840
+اللي بيصير انتوا هيكوا جاعدين فانا عارف ان الوضع
+
+83
+00:05:35,840 --> 00:05:38,080
+المحفز المفروض ان هو الكلام فانا جاعد بتكلم معاكوا
+
+84
+00:05:38,080 --> 00:05:42,180
+هين مش جاعدين نتكلم مع بعض هين فإذا طريقة الشرح
+
+85
+00:05:42,180 --> 00:05:47,200
+لازم تكون من خلال حديث من خلال ال .. ال variable
+
+86
+00:05:47,200 --> 00:05:52,240
+او ال .. الفاظ اللفظتمام أما إذا كانت ال
+
+87
+00:05:52,240 --> 00:05:55,400
+environment هي عبارة rule رقم اتنين if the
+
+88
+00:05:55,400 --> 00:05:58,680
+environment is pictures, environment is
+
+89
+00:05:58,680 --> 00:06:03,730
+illustrations, environment is photographsis
+
+90
+00:06:03,730 --> 00:06:08,890
+diagrams ففي الحالة دي أكيد ال stimulus situation
+
+91
+00:06:08,890 --> 00:06:13,230
+الوضع المحفز لل trainee او لل trainees اللي
+
+92
+00:06:13,230 --> 00:06:18,350
+هيكونوا موجودين هي visual هي الأمور المرئية ناس
+
+93
+00:06:18,350 --> 00:06:21,470
+بتعاملوا مع ال pictures مع الرسوم التوضحية مع
+
+94
+00:06:21,470 --> 00:06:25,950
+الصور مع الإضاحات فإذا طبيعي جدا مش حاجة بتكتبله
+
+95
+00:06:25,950 --> 00:06:31,210
+كلام المنطق أنه بتعاملوا مع حاجة visual سواء
+
+96
+00:06:31,210 --> 00:06:36,280
+visualكرسومات أو ك models حتى في الآخر تكون موجودة
+
+97
+00:06:36,280 --> 00:06:39,840
+بس في النهاية لازم تكون شيء يعتمد على الرؤية ..
+
+98
+00:06:39,840 --> 00:06:44,200
+على الرؤية لأن هذه البيئة بتاعتهم طيب رقم تلاتة
+
+99
+00:06:44,200 --> 00:06:47,240
+إذا كانت بتتعامل مع machines ال environment
+
+100
+00:06:47,240 --> 00:06:49,940
+بتاعتهم .. machines .. letterings هدولة المتدربين
+
+101
+00:06:49,940 --> 00:06:54,740
+أو buildings مباني عمال بدنا نعطيهم دورة في إشي
+
+102
+00:06:54,740 --> 00:06:59,770
+معين أو tools ال tools اللي هي كل العددشكوش على
+
+103
+00:06:59,770 --> 00:07:03,150
+مذردية على مصامير على اللي هي ال tools هذه العدد
+
+104
+00:07:03,150 --> 00:07:05,570
+هذه إذا كان هذه هي البيئة بتاعتهم فمعنى ذلك ال
+
+105
+00:07:05,570 --> 00:07:09,950
+stimulus situation هي ال physical object مالهاش أي
+
+106
+00:07:09,950 --> 00:07:15,630
+معنى نقل يتكلم لكن لما مجرد أقوله هذا النوع من
+
+107
+00:07:15,630 --> 00:07:18,830
+الشواكيش اللي بيستخدم في كذا بيشوفه في object لازم
+
+108
+00:07:18,830 --> 00:07:22,070
+يشوفه فهذه البيئة المحفظة لما بيدعمله دورة معناته
+
+109
+00:07:22,070 --> 00:07:26,670
+بيدوفرله ال objects هذهلازم تكون متوفرة عشان فعلا
+
+110
+00:07:26,670 --> 00:07:32,030
+تكون مناسبة الدورة و فعلا تكون مفيدة طيب إذا كانت
+
+111
+00:07:32,030 --> 00:07:35,210
+numbers ال environment بتاعتنا عبارة عن numbers او
+
+112
+00:07:35,210 --> 00:07:39,090
+formulas صياغ رياضية صياغ مثلا او computer
+
+113
+00:07:39,090 --> 00:07:42,010
+programs فمعنى ذلك ال situations المناسبة هنا
+
+114
+00:07:42,010 --> 00:07:46,530
+simpleك وهذه دايما انتوا بتلحظوها لما احنا نيجي
+
+115
+00:07:46,530 --> 00:07:51,650
+نكتب x و y و z تفهموها أسرع من اني أقولكوا مثلا
+
+116
+00:07:51,650 --> 00:07:57,300
+سؤال منطوقأقولكم والله في هي story ال user story و
+
+117
+00:07:57,300 --> 00:08:00,020
+انتوا طلعوا منها ال .. ال symbols ما انتوا هيك هيك
+
+118
+00:08:00,020 --> 00:08:03,220
+معناته بتتعاملوا مع ال symbols عشان هيك تتجبروا أي
+
+119
+00:08:03,220 --> 00:08:08,960
+story بت .. بت .. بتعرض عليكم بتحولوها ل formulas
+
+120
+00:08:08,960 --> 00:08:15,760
+لصيغة لأرقام ل computer programs في النهاية لبرامج
+
+121
+00:08:16,490 --> 00:08:19,890
+حاسوب تعرف تتعامل معها فهنا مناسب جدا إنه أتعامل
+
+122
+00:08:19,890 --> 00:08:22,310
+معاكوا إذا أنا بتعطيكوا دورة في هذا الموضوع إنه
+
+123
+00:08:22,310 --> 00:08:25,610
+والله أتعامل معاكوا في ال symbolic formula اللي هي
+
+124
+00:08:25,610 --> 00:08:32,050
+الصياغ الرمزية الشيخ X إذا X بتساوي Y إذا Z مثلا
+
+125
+00:08:32,050 --> 00:08:37,050
+بتساوي كذا و هكذا فهذه بتفهموها بشكل سريع و بتكون
+
+126
+00:08:37,050 --> 00:08:41,270
+أسرع حتى لو انطلب منكوا تكتبوها as a code سهل جدا
+
+127
+00:08:41,270 --> 00:08:44,410
+تكتبوها غير ما أقولكوا جملتين تلاتة أو one
+
+128
+00:08:44,410 --> 00:08:48,710
+paragraph و أقولكم عملوليا codeلأ، هتكون نسبيا
+
+129
+00:08:48,710 --> 00:08:54,890
+أصعب شوية عليكم، تمام، الآن إذا ال job نفسه برضه
+
+130
+00:08:54,890 --> 00:08:57,830
+هذه ال rule رقم خمسة وصلنا لل rule، لأ ال rule رقم
+
+131
+00:08:57,830 --> 00:09:00,570
+خمسة في ال system اللي احنا ماخدين عليه مثال، طبعا
+
+132
+00:09:00,570 --> 00:09:03,370
+هذا مبني ال system فعليا و بخلص واحد اسمه Leonardo
+
+133
+00:09:03,370 --> 00:09:08,140
+هو اللي عامل ال system هذاال job is lecturing إذا
+
+134
+00:09:08,140 --> 00:09:12,120
+والله الوظيفة هي تدريس أو الوظيفة هي advising أو
+
+135
+00:09:12,120 --> 00:09:18,800
+counseling اللي هو استشاري فإذا إما مشرف أو محاضر
+
+136
+00:09:18,800 --> 00:09:23,300
+مشرف واستشاري فمعنى ذلك أنه ال response الآن ال
+
+137
+00:09:23,300 --> 00:09:27,640
+stimulus response is oral إيش يعني ال response؟
+
+138
+00:09:27,640 --> 00:09:30,520
+إذا أنا عارف أن الناس اللي بدي أدربهم هدولة هو
+
+139
+00:09:31,390 --> 00:09:35,010
+بشتغل استشاري أو مشرفين مثلا مشاريع وبدنا نعملهم
+
+140
+00:09:35,010 --> 00:09:39,270
+دورة انه انضفله مهارات إضافية كيف تتعامل مع مشاريع
+
+141
+00:09:39,270 --> 00:09:45,410
+التخرج مثلا انتوا مدرسين بدنا نعطيكوا hint هيكي او
+
+142
+00:09:45,410 --> 00:09:49,550
+خمستاشر ساعات تدريب مثلا كيف تتعامل مع الطلاب بحيث
+
+143
+00:09:49,550 --> 00:09:53,600
+انك تعرف تشغلهم كفريق مثلاهي دورة تدريبية لناس
+
+144
+00:09:53,600 --> 00:09:57,100
+بيشتغلوا فعليا .. لناس فعليا بيشتغلوا طيب لما أجي
+
+145
+00:09:57,100 --> 00:10:00,860
+بده مني response يعني أنا بده أسأله عشان أطمن هو
+
+146
+00:10:00,860 --> 00:10:03,780
+وصلته المعلومة ولا لأ أتوقع أن ال response اللي
+
+147
+00:10:03,780 --> 00:10:09,540
+هيعطينييا oral هو بده .. الأريح له أنه يتكلم معاه
+
+148
+00:10:09,540 --> 00:10:14,740
+كلام الأريح أنه يحكي معاه حكي لأن طبيعة الوظائف
+
+149
+00:10:14,740 --> 00:10:19,720
+هذه كلام طبيعة الوظائف أو ال job تبعه هي كلام
+
+150
+00:10:19,720 --> 00:10:23,910
+بالأساسبشكل أساسي أنه يتكلم فمعنى ذلك أنه لأ أنا
+
+151
+00:10:23,910 --> 00:10:26,690
+بحاول قدر الإمكان أخليه في نفس ال stimulus
+
+152
+00:10:26,690 --> 00:10:30,270
+response اللي متعود عليه الاستجابة المحفزة اللي هو
+
+153
+00:10:30,270 --> 00:10:34,490
+عادة بيعطي فيها أفضل ما يمكن لأن هيك طبيعة وظيفته
+
+154
+00:10:34,490 --> 00:10:38,310
+طيب أما إذا كانت building ال job تبعته or
+
+155
+00:10:38,310 --> 00:10:42,270
+repairing or troubleshooting في الحالة هذه أكيد
+
+156
+00:10:42,270 --> 00:10:47,450
+hands onحاجة يدوية المفروض إنه يعطيني إش يدوي فلما
+
+157
+00:10:47,450 --> 00:10:51,090
+أجي أقوله والله واحد بناء وبيعطينا دورة كيف يبني
+
+158
+00:10:51,090 --> 00:10:59,410
+الحيطان مثلا بالعزل مع جدار عازل للحرارة أو للنار
+
+159
+00:10:59,410 --> 00:11:02,590
+أو .. أو .. أو .. أو .. في الحالة هذه من الصعب جدا
+
+160
+00:11:02,590 --> 00:11:06,090
+أقعد أقوله أوصفلك إيش بدك تسوي مش حاجة واضيف أوصف
+
+161
+00:11:06,090 --> 00:11:10,610
+كلام فمن المناسب جدا إنه حالة زي هذه أقوله لأ إحنا
+
+162
+00:11:10,610 --> 00:11:14,660
+هنشتغل في ورشة عملوارشة عمل وفيها مواد بناء ابني
+
+163
+00:11:14,660 --> 00:11:19,080
+لبس على جد متر هي عندك كل المواد فالطبيعي جدا ان
+
+164
+00:11:19,080 --> 00:11:23,620
+ال hands on او العمل اليدوي هو الأنسب و المريح له
+
+165
+00:11:23,620 --> 00:11:29,000
+ك response ك response okay اما اذا كانت ال job هي
+
+166
+00:11:29,000 --> 00:11:30,020
+عبارة عن writing
+
+167
+00:11:32,870 --> 00:11:37,530
+typing كويس أو drawing رسم فالطبيعي جدا إن هي
+
+168
+00:11:37,530 --> 00:11:41,450
+documented هاد الآن مش هقوله ارسملي والله الربيع
+
+169
+00:11:41,450 --> 00:11:45,610
+أوصفلك إيه بدك ترسم الربيع إيش بده يقوله؟ بده
+
+170
+00:11:45,610 --> 00:11:49,430
+يقوله أه هارسملك في نص الورقة شمس وتحت فيه مركب مش
+
+171
+00:11:49,430 --> 00:11:52,710
+عارف إيه شراعي وفيه بحر وفيه جو وفيه نخلة طالعة
+
+172
+00:11:52,710 --> 00:11:55,590
+هنا أو لأ مش هينفع الكلام هذا documented بمعنى إن
+
+173
+00:11:55,590 --> 00:12:00,090
+ال response تبعه شيء موثق هقوله يلا هيورجة وارسمهي
+
+174
+00:12:00,090 --> 00:12:03,230
+ورقة و ارسم أو بدنا نتأكد ان هو ال typing تبعته
+
+175
+00:12:03,230 --> 00:12:06,070
+كويس زي مثلا دورات ال Secretariat، ماينفعش أقوله
+
+176
+00:12:06,070 --> 00:12:11,950
+إيش هتعمل، الطبيعي جدا أقوله هي نموذج اعملي زيه،
+
+177
+00:12:11,950 --> 00:12:15,590
+هيعمل إيش؟ هيعمل ورقة زيها، فالورقة دي documents
+
+178
+00:12:15,590 --> 00:12:17,730
+بالنسبالي، الأوراق دي عبارة عن documents
+
+179
+00:12:17,730 --> 00:12:23,400
+بالنسبالي، توثيقطيب إذا كانت ال job هي عبارة عن
+
+180
+00:12:23,400 --> 00:12:27,760
+evaluating، مقيم، مقيم أراضي، مقيم مباني، مقيم
+
+181
+00:12:27,760 --> 00:12:34,300
+تقييم أو reasoning، منطقي، شكل منطقي التفكير،
+
+182
+00:12:34,300 --> 00:12:37,560
+investigation أو investigation أو investigate ..
+
+183
+00:12:37,560 --> 00:12:41,000
+investigating اللي هي التحقيقات، الناس اللي
+
+184
+00:12:41,000 --> 00:12:45,220
+بيحققوا .. بيشتغلوا شغل التحقيق الطبيعي جداًإنه ال
+
+185
+00:12:45,220 --> 00:12:48,180
+response تبعهم المحفز هو عبارة عن analytical
+
+186
+00:12:48,180 --> 00:12:53,820
+process المعالجة التحليلية أنه بده يحلل شغلة معينة
+
+187
+00:12:54,650 --> 00:12:58,130
+لما بدنا نعمل دورة لمجموعة محققين ونحطهم في
+
+188
+00:12:58,130 --> 00:13:01,590
+situations ممكن تكون جديدة عليهم وبدأ أشوف هو
+
+189
+00:13:01,590 --> 00:13:04,750
+استفاد من الدورة ولا لا .. بدأ أقول له okay هاي
+
+190
+00:13:04,750 --> 00:13:08,270
+situation معين حلله لنا يا .. إيش رأيك فيه؟ بده
+
+191
+00:13:08,270 --> 00:13:12,270
+يقعد يحلل عشان من خلال تحليله أحط إيدي هو فعلا وصل
+
+192
+00:13:12,270 --> 00:13:15,910
+لها النقاط الصحيحة اللي موجودة بيقدر يستنتجها من
+
+193
+00:13:15,910 --> 00:13:22,210
+الحالة اللي عرضت ولا لأ فإبارعا analytical طيب ..
+
+194
+00:13:22,210 --> 00:13:27,260
+الآن كرور رقم تسعةمن ال rules اللي فاتواكان في
+
+195
+00:13:27,260 --> 00:13:31,260
+عندى ك output فيه ال stimulus situation وكان فيه
+
+196
+00:13:31,260 --> 00:13:34,520
+ال stimulus response ليش؟ لإن أنا بدى البيئة
+
+197
+00:13:34,520 --> 00:13:38,160
+المناسبة لـ trainees عشان يستقبلوا المعلومة أنا
+
+198
+00:13:38,160 --> 00:13:41,680
+كيف لازم أتكلم؟ هذا اللي هي situation و ال ..
+
+199
+00:13:41,680 --> 00:13:45,320
+البيئة المناسبة عشان أخد منهم feedback هذا اللي هي
+
+200
+00:13:45,320 --> 00:13:49,680
+ال response ال stimulus response تمام فإذا كان ال
+
+201
+00:13:49,680 --> 00:13:54,220
+.. ال stimulus situation هي physical object و ال
+
+202
+00:13:54,220 --> 00:13:58,540
+stimulus response هي عبارة عن hands-onو مطلوب
+
+203
+00:13:58,540 --> 00:14:02,080
+feedback بمعنى ان انا لأ انا بدي اختبرهم محتاج
+
+204
+00:14:02,080 --> 00:14:05,620
+اعملهم تقييم فانا محتاج اختبرهم يدش حصلوا على
+
+205
+00:14:05,620 --> 00:14:09,300
+معلومات في الحالة هذه ال medium المناسبة هي
+
+206
+00:14:09,300 --> 00:14:15,020
+workshop مش هينفع قاعد تدريس زي هيك فالمناسب جدا ك
+
+207
+00:14:15,020 --> 00:14:18,380
+advisor لان قولنا media advisor هذا البرنامج ال
+
+208
+00:14:18,380 --> 00:14:20,840
+expert system هذا ايش هيقوله؟ هيقول في حالة زي هذه
+
+209
+00:14:20,840 --> 00:14:24,870
+لأ بنفعك تحجزلهم workshopفلازم أروح لل workshop و
+
+210
+00:14:24,870 --> 00:14:28,050
+أعرفوي أش طبيعة شغلهم عشان أوفروا لهم tools و
+
+211
+00:14:28,050 --> 00:14:33,610
+أوفروا لهم قطع يشوفوها، كويس، هاي أول نصيحة نهائية
+
+212
+00:14:33,610 --> 00:14:38,010
+وصلنا لها ال rule رقم اتنين، rule عشرة عفوا، رقم
+
+213
+00:14:38,010 --> 00:14:41,730
+اتنين في حكاية ال .. في ال medium النهائية إذا كان
+
+214
+00:14:41,730 --> 00:14:45,530
+ال stimulus situation symbolic، ال response
+
+215
+00:14:45,530 --> 00:14:49,960
+analytical و مطلوب feedbackمحتاج انا منهم feedback
+
+216
+00:14:49,960 --> 00:14:53,480
+ف okay ال medium المناسبة في الحالة هذه هي lecture
+
+217
+00:14:53,480 --> 00:14:57,720
+tutorial tutorial ال lecture tutorial هذه قاع زي
+
+218
+00:14:57,720 --> 00:15:02,720
+هذه مناسبة جدا بشوفهم بشوفوني هو كل المقلوب شاشة و
+
+219
+00:15:02,720 --> 00:15:05,940
+نكتب لهم و هم ممكن يحللوا فالتحليل هذا oral ممكن
+
+220
+00:15:05,940 --> 00:15:10,620
+نتكلم أنا وياهم كلام او على ورق ففيش مشكلة lecture
+
+221
+00:15:10,620 --> 00:15:18,370
+tutorial مناسبة جدا طيب إذا كان visualdocumented و
+
+222
+00:15:18,370 --> 00:15:22,670
+not required ال feedback انا مابديش منهم feedback
+
+223
+00:15:22,670 --> 00:15:26,810
+يعني خلاص احنا اعطيناهم دورة لهم و انتهى مش محتاج
+
+224
+00:15:26,810 --> 00:15:30,430
+اعملهم تقييم طب ده مش محتاج تعملهم تقييم معناته
+
+225
+00:15:30,430 --> 00:15:33,550
+خلاص و visual اعملهم video cassette و اعطيهميا و
+
+226
+00:15:33,550 --> 00:15:37,130
+خلصناه ففي الحالة هذه ال medium هي ال video
+
+227
+00:15:37,130 --> 00:15:40,810
+cassette و انتهى ممكن تكون تعليم إلكتروني عن بعض
+
+228
+00:15:40,810 --> 00:15:44,560
+اعطيهميا ليش لأن انا مابديش feedbackبدوناش
+
+229
+00:15:44,560 --> 00:15:51,460
+feedback، كويس، إذا كان visualال response المتوقع
+
+230
+00:15:51,460 --> 00:15:55,700
+هو oral ومطلوب feedback برضه نفس الكلام محاضرة أو
+
+231
+00:15:55,700 --> 00:15:59,060
+lecture tutorial مناسبة جدا ال lecture tutorial
+
+232
+00:15:59,060 --> 00:16:05,800
+مناسبة طيب variable situation لفظي وكلام فهو كل ما
+
+233
+00:16:05,800 --> 00:16:09,720
+كنت بعطيه الفاظ او بتكلم معاه حديث هيكون قابل انه
+
+234
+00:16:09,720 --> 00:16:13,240
+يفهم منها وإذا كان ال response analytical و
+
+235
+00:16:13,240 --> 00:16:17,450
+feedback مطلوب فبرضه lecture tutorial عشان هيكفي
+
+236
+00:16:17,450 --> 00:16:22,650
+المعظم بيحط دائما ال .. اي مركز دورات by default
+
+237
+00:16:22,650 --> 00:16:25,530
+لازم يكون عامله قاعة .. قاعة زي هيك تدريس لأنه في
+
+238
+00:16:25,530 --> 00:16:29,790
+المعظم هي ال .. ال .. ال medium الأكثر استخداما ..
+
+239
+00:16:29,790 --> 00:16:34,230
+الأكثر استخداما في الشغل تمام، الآن ال situation
+
+240
+00:16:34,230 --> 00:16:39,470
+variable لفظي أنا بدأ أتكلم معاهمع ال trainee ك
+
+241
+00:16:39,470 --> 00:16:43,690
+trainer أنا ك trainer مدرب بدي أتحدث مع ال trainee
+
+242
+00:16:43,690 --> 00:16:51,190
+فإذا variable و ال response عشان أقيمه أو أفهم هو
+
+243
+00:16:51,190 --> 00:16:54,130
+وصلته المعلومة أو لا برضه من خلال ال oral هو بدي
+
+244
+00:16:54,130 --> 00:16:57,870
+يتكلم معايا ال feedback مطلوب محتاج أقيم ال
+
+245
+00:16:57,870 --> 00:17:01,130
+conversation تبعته مدام oral في oral كلها معناته
+
+246
+00:17:01,130 --> 00:17:04,170
+صارت كأنها conversationأنا بدى أتكلم، هو بدى
+
+247
+00:17:04,170 --> 00:17:07,050
+يتكلم، بدى يرد عليّ عشان أعرف أقيم وصلت ولا لأ
+
+248
+00:17:07,050 --> 00:17:10,330
+فأكيد هتكون ال medium المناسبة هي ال role play
+
+249
+00:17:10,330 --> 00:17:15,030
+exercises اللي هي تبادل الأدوار، هذي بتشوفوها في
+
+250
+00:17:15,030 --> 00:17:18,210
+دورات ال conversation في دور ال conversation أو
+
+251
+00:17:18,210 --> 00:17:22,050
+دورة لغة إنجليزية بتلاجوا إنه عادة البيئة المناسبة
+
+252
+00:17:22,050 --> 00:17:28,650
+إن هي dialogue .. dialogue معين و كل اتنين مثلا كل
+
+253
+00:17:28,650 --> 00:17:33,230
+مرة واحد منهم ياخد شخصية و يبدلوا بينهمنفترض اتنين
+
+254
+00:17:33,230 --> 00:17:36,990
+بتتكلموا مع بعض شخص A و B أنت خد A و أنت خد B و
+
+255
+00:17:36,990 --> 00:17:40,830
+اتكلموا مع بعض و بعدين بس تخلصوا اعكسوها و أنت خد
+
+256
+00:17:40,830 --> 00:17:45,290
+A و أنت خد B و اعملوها مرتين تلاتة مثلا شوية شوية
+
+257
+00:17:45,290 --> 00:17:50,570
+بتصير هنا تبادل الأدوارتمام هذا هيك بنقدر نسميه
+
+258
+00:17:50,570 --> 00:17:54,790
+expert system كتير بسيط معمول باستخدام just rule
+
+259
+00:17:54,790 --> 00:17:58,350
+based expert system بقدر أوصفه فهو عبارة عن rules
+
+260
+00:17:58,350 --> 00:18:02,710
+بس عبارة عن rules فقط تمام ايش ال objects الحقيقة
+
+261
+00:18:02,710 --> 00:18:06,130
+اللي احنا اضطرينا انعرفها ال linguistic objects
+
+262
+00:18:06,130 --> 00:18:09,130
+اللي هي ال objects اللفظية او اللغوية ال
+
+263
+00:18:09,130 --> 00:18:11,610
+environment كنت محتاج احدد ايش ال environment
+
+264
+00:18:11,610 --> 00:18:14,650
+تبعتنا محتاجين ال situation او ال stimulus
+
+265
+00:18:14,650 --> 00:18:19,060
+situation كنا محتاجين ال job محتاجينال stimulus
+
+266
+00:18:19,060 --> 00:18:23,420
+response محتاجين feedback yes or no أنا محتاج
+
+267
+00:18:23,420 --> 00:18:25,520
+feedback ولا مش محتاج .. إذا مش محتاجين feedback
+
+268
+00:18:25,520 --> 00:18:30,440
+مناسب جدا إنه أسجل المادة و أطلبيها و خلاصوانتهى
+
+269
+00:18:30,440 --> 00:18:35,920
+مش محتاج مدام هيك أكون أشوفه face to face مش shake
+
+270
+00:18:35,920 --> 00:18:39,800
+لأ خلاص بعطيله مادة وبيشتغلها فبصير كأنه التعليم
+
+271
+00:18:39,800 --> 00:18:43,240
+الإلكتروني اللي بنسميه ال offline ال offline e
+
+272
+00:18:43,240 --> 00:18:47,040
+-learning أنا مش محتاج أكون أنا وياه لحظيا مع بعض
+
+273
+00:18:47,040 --> 00:18:51,460
+لأن مش محتاج response منه أن أشوف إيش هو فهم ولا
+
+274
+00:18:51,460 --> 00:18:55,490
+مافهمش فبتصير ال offlineOkay طبعا في الأخر ال
+
+275
+00:18:55,490 --> 00:18:57,890
+medium اللي هي المفروض ال conclusion مفروض
+
+276
+00:18:57,890 --> 00:19:00,990
+conclusion for example لو أخدنا ال environment
+
+277
+00:19:00,990 --> 00:19:06,100
+بتاعتنا البيئة المناسبة لل traineesممكن تكون عبارة
+
+278
+00:19:06,100 --> 00:19:08,720
+عن ال papers اللي هي المفردات هذه اللي بتسميها ال
+
+279
+00:19:08,720 --> 00:19:11,900
+values هذه ال values هذا ال object أو ال
+
+280
+00:19:11,900 --> 00:19:15,120
+linguistic objects وفيه لكل linguistic object فيه
+
+281
+00:19:15,120 --> 00:19:18,480
+value فيه القيم تبعته فممكن تكون قيمة ال
+
+282
+00:19:18,480 --> 00:19:24,380
+environment تبعتنا هي papers أو manuals كل الألفاظ
+
+283
+00:19:24,380 --> 00:19:27,020
+اللي مرت علينا ال values اللي مرت علينا في ال
+
+284
+00:19:27,020 --> 00:19:31,420
+rules تبعتنا documents textbookالـ picture، ال
+
+285
+00:19:31,420 --> 00:19:33,960
+illustration، ال photograph، ال diagram، ال
+
+286
+00:19:33,960 --> 00:19:37,560
+machines، ال buildings and so on لكلهم اللي عندما
+
+287
+00:19:37,560 --> 00:19:40,600
+وصلنا ل computer programs في النهاية تمام هذا
+
+288
+00:19:40,600 --> 00:19:46,920
+الكلام بنقدر نتعامل معاه بحيث انه في النهاية نحدد
+
+289
+00:19:46,920 --> 00:19:52,450
+القيم واللي هتمثل بالنسباليبناء على ال rule اللي
+
+290
+00:19:52,450 --> 00:19:56,910
+أخدناها المرة اللي فاتت ال facts كان فيه عندى fact
+
+291
+00:19:56,910 --> 00:19:59,970
+وكان فيه عندى ال knowledge أو اللي هي ال rule
+
+292
+00:19:59,970 --> 00:20:04,070
+نفسها فدول يمثلوا هنا ال fact عشان ال fact مع ال
+
+293
+00:20:04,070 --> 00:20:06,650
+rules اللي احنا أخدناهم يطلعوا ليه conclusion
+
+294
+00:20:06,650 --> 00:20:11,150
+يطلعوا conclusion في النهاية فكل هذه القيم لل ..
+
+295
+00:20:11,150 --> 00:20:17,140
+لل ..ال facts بحيث أنه ممكن أقرأها ال environment
+
+296
+00:20:17,140 --> 00:20:21,300
+is machines مثلا هي is وبعطيها ال value بتاعتها
+
+297
+00:20:21,300 --> 00:20:26,760
+نعطيها ال value بتاعتها تمام هيك لكل تقريبا ال
+
+298
+00:20:26,760 --> 00:20:30,980
+linguistic objects إيش ال values اللي استخدمناهمفي
+
+299
+00:20:30,980 --> 00:20:33,880
+مجموعة ال rules بتاعتنا هدول هى نطوي لسه كنا
+
+300
+00:20:33,880 --> 00:20:37,040
+بنتكلم عنهم ال environment ال stimulus situation
+
+301
+00:20:37,040 --> 00:20:40,120
+اتكلمنا عن ال variable اتكلمنا عن ال physical
+
+302
+00:20:40,120 --> 00:20:44,000
+object اتكلمنا عن ال visual symbolic and so on لو
+
+303
+00:20:44,000 --> 00:20:49,000
+فى أشياء أخرى او values أخرى ممكن نتحدث عنها تكون
+
+304
+00:20:49,000 --> 00:20:53,300
+مناسبة لل trainees ال jobs برضه اتكلمنا عن مجموعة
+
+305
+00:20:53,300 --> 00:20:55,960
+الوظائف اللى ممكن ال trainees هدول يكونوا أصلا
+
+306
+00:20:55,960 --> 00:21:00,300
+بشتغلوهاأتكلمنا عن ال response و كيف ممكن تكون ال
+
+307
+00:21:00,300 --> 00:21:04,100
+feedback ماكنش فيه أكتر من انه yes or no يا أما
+
+308
+00:21:04,100 --> 00:21:08,300
+مطلوب أو غير مطلوب مطلوب feedback okay معناته أنا
+
+309
+00:21:08,300 --> 00:21:12,780
+لازم أشوفهم و لازم يكون في online learning سواء
+
+310
+00:21:12,780 --> 00:21:17,620
+traditional أو electronic learning بس لازم يكون
+
+311
+00:21:17,620 --> 00:21:21,320
+فيه تفاعل أما إذا كانت offline فمناسب جدا أنه مثلا
+
+312
+00:21:21,320 --> 00:21:27,460
+زي ما أخدنا المثال الفيديو كست و خلصنا تمامالان ال
+
+313
+00:21:27,460 --> 00:21:30,360
+options المطلوبة اللي هي ال conclusions .. ال
+
+314
+00:21:30,360 --> 00:21:32,820
+conclusions .. ال conclusions المطلوبة إيش في
+
+315
+00:21:32,820 --> 00:21:37,460
+options عندك؟ هروح لمركز .. مركز الدورات هذا وعندي
+
+316
+00:21:37,460 --> 00:21:39,980
+زي ما قلنا أنا مؤسسة وعندي مجموعة ال trainees
+
+317
+00:21:39,980 --> 00:21:43,220
+تبعوني المتدربين اللي هم أصلا بيشتغلوا في المؤسسة
+
+318
+00:21:43,220 --> 00:21:47,660
+وروحت لمركز تدريب .. إيش؟ال objects المناسبة أو
+
+319
+00:21:47,660 --> 00:21:52,900
+إيش البدائي اللي عندكم لبيئة دورة .. لبيئة دورة،
+
+320
+00:21:52,900 --> 00:21:55,940
+هيقول ليه؟ هياخد من المعلومات المفيدة طب هو إيش
+
+321
+00:21:55,940 --> 00:22:01,080
+الوظائف .. الوظائف بتاعتهم؟ طيب إيش ال .. ال
+
+322
+00:22:01,080 --> 00:22:04,240
+stimulus response المناسب لهم؟ إيش .. إيش .. إيش
+
+323
+00:22:04,240 --> 00:22:05,940
+.. يعني بياخدوا شوية معلومات ال environment اللي
+
+324
+00:22:05,940 --> 00:22:09,230
+بيحبوا يشتغلوا فيها؟أنتوا في طبيعة شغلكوا كيف
+
+325
+00:22:09,230 --> 00:22:12,690
+تتعاملوا مع ال .. مع ال response؟ يعني هم كيف
+
+326
+00:22:12,690 --> 00:22:16,530
+بيردوا عليك؟ هل من خلال تقارير ولا من خلال oral
+
+327
+00:22:16,530 --> 00:22:20,310
+conversation ولا إيش بالظبط؟ فبناء على ذلك هقولهم
+
+328
+00:22:20,310 --> 00:22:23,290
+في الآخر لأ أنا والله المركز تبعي فيه عندي مجال
+
+329
+00:22:23,290 --> 00:22:28,890
+أنه أوفركوا workshops أو أوفركوا lecture، tutorial
+
+330
+00:22:28,890 --> 00:22:32,810
+أو video cassette اللي هي ممكن تكون عبارة عن ..
+
+331
+00:22:32,810 --> 00:22:40,000
+حتى CD مثلابتشمل ال CDs كل ال .. ال multimedia و
+
+332
+00:22:40,000 --> 00:22:43,920
+ممكن تكون عبارة عن role play .. play exercise اللي
+
+333
+00:22:43,920 --> 00:22:48,520
+هي تدريب تبادل الأدوار اللي زي ما قلنا فيه عادة
+
+334
+00:22:48,520 --> 00:22:52,680
+فيه شغل ال .. ال conversation في اللغة الإنجليزية
+
+335
+00:22:52,680 --> 00:22:56,040
+أو في اللغات عموما .. في اللغات عموما تمام طيب
+
+336
+00:22:56,040 --> 00:23:00,040
+ناخد dialogue اللي هو نبدأ نشوف كيف بده يتعامل
+
+337
+00:23:00,040 --> 00:23:04,160
+معاهالناس كيف بتتعاملوا مع ال expert system هذا
+
+338
+00:23:04,160 --> 00:23:08,080
+أول سؤال هيكون ظهر لنا، هنعمله on لل expert
+
+339
+00:23:08,080 --> 00:23:11,000
+system، هطلع لنا سؤال يسألنا عن ال environment
+
+340
+00:23:11,000 --> 00:23:15,120
+اللي هي ال facts، هيبدأ يلمل مني مجموعة ال facts،
+
+341
+00:23:15,120 --> 00:23:19,080
+مجموعة ال facts المطلوبة، مجموعة ال facts اللي هي
+
+342
+00:23:19,080 --> 00:23:24,460
+مش conclusion ل other ruleفبالظبط فمعنى ذلك أن هذه
+
+343
+00:23:24,460 --> 00:23:27,180
+ال database الأصلية اللي لازم أسأل عنها أما إذا
+
+344
+00:23:27,180 --> 00:23:31,520
+كان في fact لكن أنا بقدر أحصل عليها أو بستطيع أحصل
+
+345
+00:23:31,520 --> 00:23:36,360
+عليها من خلال rule تانية، بسألش عنها كل اللي بقلبه
+
+346
+00:23:36,360 --> 00:23:38,860
+أنه بدي أحقق ال rule التانية و بشوف إيش ال inputs
+
+347
+00:23:38,860 --> 00:23:42,080
+عن ال rule التانية ففي الآخر بدنا نصل لل
+
+348
+00:23:42,080 --> 00:23:44,980
+independent values تبعتنا
+
+349
+00:23:50,630 --> 00:23:53,310
+بظبط اللي بدنا نعمله firing مدام هو أصلا بدنا
+
+350
+00:23:53,310 --> 00:23:57,190
+نعمله firing بسألش عنه، عرفتي؟ بسألش عنه لأنه
+
+351
+00:23:57,190 --> 00:24:00,850
+dependent، بعلم ال calculus اللي كنتوا بتاخدوها ده
+
+352
+00:24:00,850 --> 00:24:03,490
+dependent، هو معتمد على إشي، فلأ أنا بدي أسأل عن
+
+353
+00:24:03,490 --> 00:24:05,850
+ال independent بالشكل الأساسي، فال independent ال
+
+354
+00:24:05,850 --> 00:24:09,860
+environment، ال environment كانت هي fact inputمش
+
+355
+00:24:09,860 --> 00:24:13,160
+موجودة output لأي rule ف automatically إذا والله
+
+356
+00:24:13,160 --> 00:24:16,180
+موجودة لحاله خير وبركة مش موجودة بدها تطلع .. بدها
+
+357
+00:24:16,180 --> 00:24:19,760
+تطرق أعمالها firing من خلال output ل .. ل rule من
+
+358
+00:24:19,760 --> 00:24:23,660
+ال rules فحنقول والله إيش ال environment والله ال
+
+359
+00:24:23,660 --> 00:24:25,960
+environment اللي هي ال machines ال .. ال trainees
+
+360
+00:24:25,960 --> 00:24:28,200
+عندي عادة في الشغل بتعاملوا مع ال machines مع
+
+361
+00:24:28,200 --> 00:24:31,280
+الألات هذه هي البيئة العمل تاعتهم بيئة عملهم
+
+362
+00:24:31,280 --> 00:24:34,920
+الألات فمع نذلك بجب أطلع الألات هذه وين موجودة ك
+
+363
+00:24:34,920 --> 00:24:39,390
+input وجدت أنها موجودة في ال rule رقم تلاتةthe
+
+364
+00:24:39,390 --> 00:24:43,510
+environment is machines طبعا or خلاص مش مشكلة هدول
+
+365
+00:24:43,510 --> 00:24:47,950
+مش هيفرجوا معاه كتير يكفي واحدة تكون true فهي دي
+
+366
+00:24:47,950 --> 00:24:52,170
+true فهي دي true ومدام true خلاص بعرف ان ال
+
+367
+00:24:52,170 --> 00:24:56,370
+stimulus situation هي ال physical object بخزنها
+
+368
+00:24:56,370 --> 00:24:59,830
+على جنب هدى صارت بدى استخدمها ك input ل rule أخرى
+
+369
+00:25:00,630 --> 00:25:03,710
+طيب الشغل التاني بنسأل عنها اللي هي ال job نفسها
+
+370
+00:25:03,710 --> 00:25:06,630
+طب ماشي هو بيتعامل مع ال machines بمعنى ان هو
+
+371
+00:25:06,630 --> 00:25:09,270
+بيقته دايما بسمع صوته ال machines و في machines
+
+372
+00:25:09,270 --> 00:25:11,670
+جدامه حوالي مشغل .. بس هو إيش طبيعة شغله؟ هل هو
+
+373
+00:25:11,670 --> 00:25:14,710
+مشغل ل ال machines ولا هو بصلح ال machines ولا هو
+
+374
+00:25:14,710 --> 00:25:17,210
+.. إيش بيعمل في ال machines يعني؟ إيش ال job تبعته
+
+375
+00:25:17,210 --> 00:25:21,930
+بالظبط؟ ف repairing .. تصليح .. تصليح .. إجينا
+
+376
+00:25:21,930 --> 00:25:27,180
+شوفنا ال rule رقم 6Repairing طيب هذه إيش بتعطيني؟
+
+377
+00:25:27,180 --> 00:25:31,340
+بتعطيني معنى ذلك إنه ال stimulus response المناسبة
+
+378
+00:25:31,340 --> 00:25:35,220
+هي ال hands on عشان أقوله كيف بتصلح لأ أنا ممكن
+
+379
+00:25:35,220 --> 00:25:40,020
+أجيبله machine عطلانة و أقوله صلحها فهذه هيك ك
+
+380
+00:25:40,020 --> 00:25:43,980
+stimulus response كتير أفضل من إن أقوله أوصفلي كيف
+
+381
+00:25:43,980 --> 00:25:50,420
+بدك تصلح تمام الآن من المعلومتين اللي أخدناهماللي
+
+382
+00:25:50,420 --> 00:25:53,160
+هي ال stimulus situation و اللي كانت physical
+
+383
+00:25:53,160 --> 00:25:56,720
+object و من ال stimulus response و اللي كانت hands
+
+384
+00:25:56,720 --> 00:26:02,440
+onو هنسأل independent variable هنتأكد منه ما أنا
+
+385
+00:26:02,440 --> 00:26:06,100
+محتاج feedback منهم ولا هي مجرد تعميمات يعني كإن
+
+386
+00:26:06,100 --> 00:26:10,440
+بدي أعطيهم تعميمات لتعليمات شغل إضافية فقط أنا مش
+
+387
+00:26:10,440 --> 00:26:14,820
+محتاج أخد منهم response إن هم فهموا ولا مافهموش لأ
+
+388
+00:26:14,820 --> 00:26:17,920
+هنا ال feedback is required لأ أنا مطلوب إن أخد
+
+389
+00:26:17,920 --> 00:26:21,290
+منهم feedback فهنا automatically على طولابتيجي
+
+390
+00:26:21,290 --> 00:26:25,030
+النصيحة من ال media advisor إذا بدى أسميها ده هو
+
+391
+00:26:25,030 --> 00:26:28,150
+إيه إسم ال expert system فهيكون ال medium is
+
+392
+00:26:28,150 --> 00:26:32,070
+workshop معناته هذا ضروري أتوفرلي workshop،
+
+393
+00:26:32,070 --> 00:26:36,370
+workshop لازم يكون متوفر فيه لحد الأدنى من ال
+
+394
+00:26:36,370 --> 00:26:39,270
+machines اللي بقدر أختبره فيها، من مجموعة ال
+
+395
+00:26:39,270 --> 00:26:42,530
+machines أو ال tools اللي ممكننتعامل معها اللي هي
+
+396
+00:26:42,530 --> 00:26:45,390
+الأدوات اللي بده يصلحها و بده يشتغل فيها فال
+
+397
+00:26:45,390 --> 00:26:48,550
+medium is workshop and so on هيكون كل ال system
+
+398
+00:26:48,550 --> 00:26:52,770
+بهذا الشكل ال system محتاج تلت معلومات بشكل أساسي
+
+399
+00:26:52,770 --> 00:26:58,170
+قلنا ال environment ال job وال feedback و ال
+
+400
+00:26:58,170 --> 00:27:02,530
+feedback required or not required تمام عشان يعطيني
+
+401
+00:27:02,530 --> 00:27:06,150
+يحلل هو كل التحليلات تبعته و يطلعلنا بالنتيجة أنه
+
+402
+00:27:06,150 --> 00:27:11,610
+إيش أفضل بيئة أو وسط ناقل للمعلومة بين ال trainer
+
+403
+00:27:11,610 --> 00:27:16,630
+و ال traineesتمام، الآن ال inference techniques
+
+404
+00:27:16,630 --> 00:27:19,790
+اللي استخدمت طبعا زي ما قلنا Leonardo واحد اسمه
+
+405
+00:27:19,790 --> 00:27:22,830
+Leonardo هو اللي .. اللي عمل ال system هذا فهو
+
+406
+00:27:22,830 --> 00:27:26,150
+اشتغل بشكل أساسي على ال backward chaining with
+
+407
+00:27:26,150 --> 00:27:30,510
+opportunistic forward chaining بمعنى هو اشتغل على
+
+408
+00:27:30,510 --> 00:27:34,070
+ال backward ليش؟ لأن هو ال target تبعه هو ال media
+
+409
+00:27:35,000 --> 00:27:37,680
+ال medium إيش؟ طب هي ال medium إيش ال requirement
+
+410
+00:27:37,680 --> 00:27:41,240
+.. ال .. ال input ساعتها أو ال fact ساعتها؟ بصير
+
+411
+00:27:41,240 --> 00:27:45,000
+أدور ال facts هذه صارت هي ال sub goal تبعنا أني
+
+412
+00:27:45,000 --> 00:27:48,920
+أحققها طب مين .. هي conclusion لمين؟ إذا لاجيت في
+
+413
+00:27:48,920 --> 00:27:51,860
+الآخر أنه مافيش واحدة من ال sub goals تبعتي مش
+
+414
+00:27:51,860 --> 00:27:57,520
+موجودة ك output لأي rule، بده أطلعلها السؤالهذه
+
+415
+00:27:57,520 --> 00:28:03,160
+مطلوبة كسؤال بنسأل من خلالها لكن في نفس الوقت طول
+
+416
+00:28:03,160 --> 00:28:06,440
+ما هو ماشي بيشتغل على ال forward .. على ال forward
+
+417
+00:28:06,440 --> 00:28:11,960
+chainingبشكل انتهازي أو كل ما أوتيحت الفرصة .. كل
+
+418
+00:28:11,960 --> 00:28:15,460
+ما أوتيحت الفرصة تمام فهذه ال strategy اللي اشتغل
+
+419
+00:28:15,460 --> 00:28:19,300
+عليها Leonardo عشان يعملنا ال .. ال expert system
+
+420
+00:28:19,300 --> 00:28:21,920
+البسيط فدهو expert system كتير كتير كتير modest و
+
+421
+00:28:21,920 --> 00:28:26,720
+كتير بسيط و مافيش فيه كتير إشكاليات يعني لكن طبعا
+
+422
+00:28:26,720 --> 00:28:32,220
+أكيدمش دائما بقدر اعتمد عليه ليش؟ لأنه بكل بساطة
+
+423
+00:28:32,220 --> 00:28:35,680
+ادنا هنشوف مثلا مثال هيكون فيه لبس عندي انه انا
+
+424
+00:28:35,680 --> 00:28:41,300
+مضطر ك administrator لمركز التدريب انا اتدخل
+
+425
+00:28:41,300 --> 00:28:45,560
+محتاجين هنكون احنا متدخل لكن لو جينا عملنا flow
+
+426
+00:28:45,560 --> 00:28:48,480
+chart لطبيعة ال goal لإن احنا زي ما قلنا هنشتغل
+
+427
+00:28:48,480 --> 00:28:51,680
+ايش؟ backward .. backward .. backward معناته هي ال
+
+428
+00:28:51,680 --> 00:28:55,330
+goalهو ده ال target الأساسي و أنا هبدأ من هنا إيش
+
+429
+00:28:55,330 --> 00:28:59,290
+ال target اللي معاها؟ medium طيب medium بناء على
+
+430
+00:28:59,290 --> 00:29:02,650
+إيش؟ مين اللي أعطاني من ال rules ال conclusions
+
+431
+00:29:02,650 --> 00:29:07,750
+تبعته كانت medium ال rules من 9 ل 14 كانت كلهم
+
+432
+00:29:07,750 --> 00:29:10,110
+النواتج بتاعتهم أو ال conclusions بتاعتهم هي
+
+433
+00:29:10,110 --> 00:29:15,350
+medium فإذا بدي أمسكهم و أشوف ال .. أجدش صار عددهم
+
+434
+00:29:15,350 --> 00:29:19,530
+هدول؟ ال 6 هدول ال 6 rules هدولة إيش ال facts
+
+435
+00:29:19,530 --> 00:29:23,600
+تبعتهم؟ال facts تبعتهم جينا وجدنا إن كل واحدة منهم
+
+436
+00:29:23,600 --> 00:29:28,600
+إلها three facts أول شغلة محتاجة ال stimulus
+
+437
+00:29:28,600 --> 00:29:34,540
+situation فهذه أصبحت كأنها sub goal ومحتاجة
+
+438
+00:29:34,540 --> 00:29:38,460
+stimulus response sub goal ومحتاجة feedback sub
+
+439
+00:29:38,460 --> 00:29:44,520
+goal طيب نمسك ال feedback ك sub goal هل هو موجود ك
+
+440
+00:29:44,520 --> 00:29:47,220
+conclusion لأي واحدة من ال rules؟ مش موجود معناته
+
+441
+00:29:47,220 --> 00:29:52,320
+هذا ask بتسأل عليههذه fact أنا محتاجها لازم نسأل
+
+442
+00:29:52,320 --> 00:29:56,000
+عليها سؤال تمام بالنسبة ل .. نرجع ل .. لل
+
+443
+00:29:56,000 --> 00:30:01,300
+situation .. ال stimulus situation هي تعتبر الآن
+
+444
+00:30:01,300 --> 00:30:05,340
+sub goal sub goal يعني هي المفروض conclusion هل
+
+445
+00:30:05,340 --> 00:30:07,640
+موجودة conclusion في واحدة من ال rules؟ اه موجودة
+
+446
+00:30:07,640 --> 00:30:12,160
+في ال rules من واحد لاربع تمام من واحد لاربع عشان
+
+447
+00:30:12,160 --> 00:30:18,770
+أحققهاو أروح أستخدمها لل goal الرئيسي، إيش محتاجة؟
+
+448
+00:30:18,770 --> 00:30:23,010
+محتاجة ال environment طيب ال environment هذه، هل
+
+449
+00:30:23,010 --> 00:30:25,810
+هي موجودة conclusion لأي rule؟ مافيش، بقى أنتوا
+
+450
+00:30:25,810 --> 00:30:30,490
+بدنا نسأل عنها طيب نفس الكلام ل ال response، في
+
+451
+00:30:30,490 --> 00:30:35,630
+عندي ال rules من خمسةلتمانية محتاجة ال job طيب ال
+
+452
+00:30:35,630 --> 00:30:42,350
+job موجودة كهي response أو هي conclusion حقيقة لأ
+
+453
+00:30:42,350 --> 00:30:45,630
+فإذا بضطر أسأل عنها جينا في المحصلة وجدنا أن في
+
+454
+00:30:45,630 --> 00:30:49,530
+عندي تلات أسئلة هم هدولة اللي من خلال ال user
+
+455
+00:30:49,530 --> 00:30:53,130
+interface بدنا نسأل عنهمالتلاتة من خلال ال user
+
+456
+00:30:53,130 --> 00:30:57,150
+interface متذكرين لما اتكلمنا عن ال flow chart ككل
+
+457
+00:30:57,150 --> 00:31:01,350
+و قولنا انه في ال user interface فهنا بده يعطيني
+
+458
+00:31:01,350 --> 00:31:06,750
+الثلاثة inputs هدول يجاوبلنا على التلات أسئلة عشان
+
+459
+00:31:06,750 --> 00:31:10,410
+بعد هيك ال system كله يكمل شغله و يطلع ليه بال
+
+460
+00:31:10,410 --> 00:31:13,050
+goal النهائي أو ال medium أو ال medium
+
+461
+00:31:17,260 --> 00:31:21,240
+لعندي الآن بالظبط ما .. ماوجدنهاش لأنه العدد جليل،
+
+462
+00:31:21,240 --> 00:31:24,000
+يعني أنت بتتكلم عن حوالي اربعتاشر rules، اربعتاشر
+
+463
+00:31:24,000 --> 00:31:28,320
+rules مش كتير كبيرة، مش هالحجم الكبير يعني، الآن
+
+464
+00:31:28,320 --> 00:31:31,840
+لو أجينا عملنا dialogue و قولنا إنه بدنا نسأل على
+
+465
+00:31:31,840 --> 00:31:34,820
+التلت أسئلة هدول، هاي السؤال الأول، بدنا نتكلم عن
+
+466
+00:31:34,820 --> 00:31:39,540
+ال environment، السؤال التاني، بدنا نتكلم عن
+
+467
+00:31:39,540 --> 00:31:44,810
+المفروض ال job، مش هيك؟ أهوبعدين بدنا نتكلم في ال
+
+468
+00:31:44,810 --> 00:31:49,430
+.. ال feedback هاي التلاتة اللي محتاجينهم هنا جالي
+
+469
+00:31:49,430 --> 00:31:53,850
+illustrations هنا جالي drawing okay شكلها كويسة
+
+470
+00:31:53,850 --> 00:32:00,630
+ماشية طيب محتاج ال feedback جالي required حقيقة
+
+471
+00:32:00,630 --> 00:32:06,810
+مافيش ولا rule من ال rules اللي هو من 9 ل 14 بتحقق
+
+472
+00:32:06,810 --> 00:32:07,950
+التلاتة دول مع بعض
+
+473
+00:32:11,270 --> 00:32:19,250
+اللي هما كانوا and and لمن تسعة هيهم فهي visual
+
+474
+00:32:19,250 --> 00:32:24,190
+التانية ايش كانت .. كانت ال drawing .. ال drawing
+
+475
+00:32:24,190 --> 00:32:28,550
+فال drawing ال .. ال stimulus response تبعتها ايش؟
+
+476
+00:32:28,550 --> 00:32:32,250
+documented drawing واحد برسم .. بتقوله اتخيل ليه
+
+477
+00:32:32,250 --> 00:32:36,310
+ايش بدك ترسم؟ مش هينفع لازم هو يرسم ويعطينيها ك
+
+478
+00:32:36,310 --> 00:32:37,750
+documented لكن
+
+479
+00:32:41,130 --> 00:32:47,170
+هنا كانت yes بدي feedback طيب هنا السؤال معناه ذلك
+
+480
+00:32:47,170 --> 00:32:51,670
+أنه ال medium اللي أعطانيها ك video cassette مش
+
+481
+00:32:51,670 --> 00:32:54,250
+هتكون مناسبة ليش؟ لأنه video cassette أنا إيش اللي
+
+482
+00:32:54,250 --> 00:33:00,070
+بعمله؟هصور المحاضرة و اعطيله إياها و هيكون طبعا في
+
+483
+00:33:00,070 --> 00:33:02,930
+المحاضرة كل المطلوب اللي هي ال visual effect و ال
+
+484
+00:33:02,930 --> 00:33:06,950
+visual pictures و الحاجات دي كلها الصور المرئية و
+
+485
+00:33:06,950 --> 00:33:10,030
+ال .. و ال models حتى أحيانا و اعطيله إياها ال
+
+486
+00:33:10,030 --> 00:33:12,710
+video cassette و اقوله خد هاي ال knowledge و
+
+487
+00:33:12,710 --> 00:33:16,810
+اتكلمناه على اللي يقلوا عليها و خلاص وامشي طيب كيف
+
+488
+00:33:16,810 --> 00:33:20,530
+بدي امشي و هو فيه feedback المفروض انا اتأكد هو
+
+489
+00:33:20,530 --> 00:33:24,350
+وصلت المعلومة ولا ماصلتش جديش حجم او جديش نسبة
+
+490
+00:33:24,350 --> 00:33:27,610
+الفهم اللي فهمهامن خلال عملية ال evaluation
+
+491
+00:33:27,610 --> 00:33:31,330
+بالدقيقين تمام فإذا هنا صار في عندي إشكالية
+
+492
+00:33:31,330 --> 00:33:39,030
+الحقيقة هنا في هذا الموضوع هذا
+
+493
+00:33:39,030 --> 00:33:42,930
+بينقلنا مباشرة للموضوع اللي احنا بدنا نروحله أنه
+
+494
+00:33:42,930 --> 00:33:47,330
+معناه ذلك أنا مش دائما عندي القدرة أني أقول هو yes
+
+495
+00:33:47,330 --> 00:33:52,170
+or no و حياتنا مش هيكيعني حياتنا هي rules، أه
+
+496
+00:33:52,170 --> 00:33:56,630
+تمام، بنقدر زي ما قلنا قبل هيك من أي language
+
+497
+00:33:56,630 --> 00:34:02,850
+انترجم ال language بتاعتنا لمجموعة rules، إذا صار
+
+498
+00:34:02,850 --> 00:34:05,530
+كذا بدنا نعمل كذا، إذا صار كذا بدنا نعمل كذا، ليش؟
+
+499
+00:34:05,530 --> 00:34:09,030
+لأنه بشكل أو باخر هي حياتنا بشكل أساسي معتمدة على
+
+500
+00:34:09,030 --> 00:34:12,880
+الاختياراتأحنا كل حياتنا اختيارات وهذا هو اللي
+
+501
+00:34:12,880 --> 00:34:17,460
+أصلا عمل لنا حاجة اسمها علم الـ AI أو علم أو بدأنا
+
+502
+00:34:17,460 --> 00:34:20,240
+نتعامل مع الـ Expert Systems الأنظمة الخبيرة هذه
+
+503
+00:34:20,240 --> 00:34:23,740
+إن هي اللي تفكر عننا، هي اللي تختار لنا، هي اللي
+
+504
+00:34:23,740 --> 00:34:25,800
+تختار لنا، احنا بنعطيها ال knowledge اللي احنا ..
+
+505
+00:34:25,800 --> 00:34:30,190
+طريقة تفكيرنا عادة كيفكويس؟ و بصيبة هي اللي اختار
+
+506
+00:34:30,190 --> 00:34:34,990
+أو هي اللي اتنجى تمام الكلام هذا لما بدنا نيجي
+
+507
+00:34:34,990 --> 00:34:38,870
+نحول هو مش دائما بيكون مية في المية يعني مش دائما
+
+508
+00:34:38,870 --> 00:34:43,690
+إذا كان صار كذا لازم يصير كذا يمكن نتحدثنا المرة
+
+509
+00:34:43,690 --> 00:34:50,670
+اللي فاتت عن if a traffic light is red then go the
+
+510
+00:34:50,670 --> 00:34:54,270
+action is go خلينا نمسك في تاعة the action is go
+
+511
+00:34:54,270 --> 00:34:59,990
+هذه الإشارة حمرة و مع ذلك روحهذا incomplete
+
+512
+00:34:59,990 --> 00:35:03,190
+بالظبط، هذا بقدر أحطها تحت مسمى incomplete، ليش؟
+
+513
+00:35:03,190 --> 00:35:06,910
+لأن قد يكون في policeman هو اللي سمحلي أو قد يكون
+
+514
+00:35:06,910 --> 00:35:12,730
+أنا سيارة إسعاف، مش هيك؟ بالظبط، ففي الحالة هذه لأ
+
+515
+00:35:12,730 --> 00:35:17,290
+بصير مقبول ال rule، قبل شوية بمطلاقة ماكنتش
+
+516
+00:35:17,290 --> 00:35:22,620
+مقبولة، ماكنتش مقبولة، كيف؟ال confliction هذه إن
+
+517
+00:35:22,620 --> 00:35:26,780
+والله ال traffic light is red إشارة المرور حمرا و
+
+518
+00:35:26,780 --> 00:35:32,360
+ال action is go و مع ذلك أمرض هيك لحالها مش مظبوطة
+
+519
+00:35:32,360 --> 00:35:39,900
+لكن واضح إنه فيه إشكالية في إن هي ممكن تكون
+
+520
+00:35:39,900 --> 00:35:43,340
+incomplete و هاد ال incomplete هي اللي هتدخلنا
+
+521
+00:35:43,340 --> 00:35:48,500
+الآن للموضوع اللي بدنا نروحلهواللي هو ببساطة اللي
+
+522
+00:35:48,500 --> 00:35:52,100
+هي ببساطة ال uncertainty management هي إدارة عدم
+
+523
+00:35:52,100 --> 00:35:56,460
+التأكد أنا مش متأكد كتير من المعلومة لما أقول
+
+524
+00:35:56,460 --> 00:36:02,880
+والله إذا تدلني شمس بدي أروح البحر مثلا if then هي
+
+525
+00:36:02,880 --> 00:36:07,140
+مش هي if then؟ كويس لكن مين قال إنه جدش لازم تكون
+
+526
+00:36:07,140 --> 00:36:10,480
+درجة الحرارة بالظبط أو الشمس هادى هل في معها هو
+
+527
+00:36:10,480 --> 00:36:15,800
+ولا ماحاش هوطيب، لما بقول إذا الجو دافي، بدي ..
+
+528
+00:36:15,800 --> 00:36:21,960
+بدي ألبس نص كوم، مين اللي بحدد ليه جديش دافي يعني؟
+
+529
+00:36:21,960 --> 00:36:26,220
+إيش يعني دافي؟ يعني جديش درس الحرارة دافي، ما هي
+
+530
+00:36:26,220 --> 00:36:29,500
+بتختلف من واحد للتاني كلمة دافي هذه أو بارد، في
+
+531
+00:36:29,500 --> 00:36:31,940
+ناس بتحملوا البارد فهي بالنسبالهم لقى الجو كويس، و
+
+532
+00:36:31,940 --> 00:36:36,570
+ناس بيكونوا قاعدين برجفه، و نفس الكلام في ..الدافي
+
+533
+00:36:36,570 --> 00:36:39,970
+أو ال warm اللي هو ناس ممكن تكون الجو بالنسبالها
+
+534
+00:36:39,970 --> 00:36:44,570
+عادي و الناس قاعدة بتعرج جنبهم فالقصد إنه المفهوم
+
+535
+00:36:44,570 --> 00:36:48,800
+مش بالمطلق هيك يا أبيض يا أسودهي مش أبيض و أسود
+
+536
+00:36:48,800 --> 00:36:51,980
+عشان هيك اليوم هنتكلم عن هذا الموضوع كيف احنا ممكن
+
+537
+00:36:51,980 --> 00:36:55,320
+نعالج هذه الجثة بحيث انه نعدل شوية على ال rule
+
+538
+00:36:55,320 --> 00:36:58,280
+based اللي حكينا ال expert system اللي حكينا عنه
+
+539
+00:36:58,280 --> 00:37:03,120
+اللي بتعامل مع rule based واضحة او rule كاملة if
+
+540
+00:37:03,120 --> 00:37:08,480
+then هنتكلم عن what is uncertainty ايش هي يعني عدم
+
+541
+00:37:08,480 --> 00:37:11,700
+التأكد او عدم الوثوقيةبعدين هنتكلم عن ال
+
+542
+00:37:11,700 --> 00:37:14,840
+probability theory ال basics طبعا ال Bayesian
+
+543
+00:37:14,840 --> 00:37:18,140
+reasoning هي أهم جزئية بدنا نتكلم عنها اللي هي if
+
+544
+00:37:18,140 --> 00:37:22,860
+then أكتر ملائمة لل .. لل rule if then اللي هي ال
+
+545
+00:37:22,860 --> 00:37:25,180
+conditional probability مرت عليكوا مش فاكر في
+
+546
+00:37:25,180 --> 00:37:30,570
+السنة التالتة أتوقعأو نستوى التالت طيب هنروح بعد
+
+547
+00:37:30,570 --> 00:37:34,790
+هيك ل ال biasing هل في biasing من ورا ال ال
+
+548
+00:37:34,790 --> 00:37:38,470
+Bayesian method هذه؟ يعني هل ممكن يكون في انحياز؟
+
+549
+00:37:38,470 --> 00:37:42,190
+هل انا هكون واثق تماما ان ال system تبعي مظبوط
+
+550
+00:37:42,190 --> 00:37:45,770
+مافيش فيه انحياز؟ برضه بدنا نتكلم عن هذا الموضوع
+
+551
+00:37:45,770 --> 00:37:49,310
+هنحكي عنه اعتقد انه نلحقه اليوم للمرة القادمة ان
+
+552
+00:37:49,310 --> 00:37:54,590
+شاء الله تعالى ال certainty factorsهنروح بعدين
+
+553
+00:37:54,590 --> 00:37:57,870
+نخفف على حالنا شوية و نقول طب أنا ليش أروح أشغل
+
+554
+00:37:57,870 --> 00:38:00,570
+على probability و ال probability كلنا عارفين أنه
+
+555
+00:38:00,570 --> 00:38:03,950
+محتاجة statistics كتيرة أو محتاجة قواعد بيانات
+
+556
+00:38:03,950 --> 00:38:07,650
+ضخمة عشان أنا في النهاية حسب مفهومنا لأ ال
+
+557
+00:38:07,650 --> 00:38:13,370
+probability هي جداش فرص أو ال chance لحدوث event
+
+558
+00:38:13,370 --> 00:38:17,340
+معينجدش فرص ال .. ال .. ال chance إنه تصير طيب
+
+559
+00:38:17,340 --> 00:38:20,280
+عشان أحسب هذا الكلام معناه ذلك إنه لازم يكون في
+
+560
+00:38:20,280 --> 00:38:23,080
+عندي experience عالية ال experience هذه بكل بساطة
+
+561
+00:38:23,080 --> 00:38:27,720
+هي عبارة عن statistics إحصائيات لازم تكون موجودة
+
+562
+00:38:27,720 --> 00:38:30,460
+طب أنا ممكن أستعيد عن ال .. او أستعيد عن
+
+563
+00:38:30,460 --> 00:38:34,700
+الإحصائيات هذه بمين؟ بال experience إنه ممكن أقول
+
+564
+00:38:34,700 --> 00:38:39,060
+لو واحد خبير إيش رأيك في ال role هي دي جدش
+
+565
+00:38:39,060 --> 00:38:45,100
+بترجحها؟لما أقوله if إذا المريض عنده درجة حرارة
+
+566
+00:38:45,100 --> 00:38:53,920
+وعنده سعال حاد إذا المرض Corona بروح لطبيب تنفس و
+
+567
+00:38:53,920 --> 00:38:57,200
+بقوله جدش أنت تثق في ال rule هذه في القاعدة هذه
+
+568
+00:38:57,200 --> 00:39:02,280
+حاجة يتطلع يقولي والله هو okay بس العرضين هدولة مش
+
+569
+00:39:02,280 --> 00:39:05,880
+شرط يعني مش هم الأكيدين لكن بقدر أقولك أنه قاعدة
+
+570
+00:39:05,880 --> 00:39:12,140
+نسبيا 60% صحيحةأنا بدي كلمة الـ 60% هذه بدل ما أنا
+
+571
+00:39:12,140 --> 00:39:15,840
+بدي أحسبها ك Probability أخدتها من مين؟ من خبير
+
+572
+00:39:15,840 --> 00:39:19,580
+بتعامل مع المرض هذا كتير فبدنا نقول بدنا نصلح
+
+573
+00:39:19,580 --> 00:39:23,060
+سيارة، بدي أروح لواحد ميكانيك شاطر أقوله إذا صار
+
+574
+00:39:23,060 --> 00:39:25,620
+كذا في السيارة أو صار كذا، هل بالضروري معنى ذلك
+
+575
+00:39:25,620 --> 00:39:29,320
+أنه في مشكلة في البطارية؟ هايش يتطلع على الرول
+
+576
+00:39:29,320 --> 00:39:31,960
+هذي، بيقوللي بس هو مش دايما بتكون مشكلة البطارية
+
+577
+00:39:31,960 --> 00:39:35,700
+من الحشتين هذوللكن أنا بقدر أقولك إنه بالنسبة لو
+
+578
+00:39:35,700 --> 00:39:38,680
+وضعنا في غزة حسب الحالات اللي أنا بشوفها إيه عشرين
+
+579
+00:39:38,680 --> 00:39:42,140
+سنة بشتغل ولا مش عارف جدش أكم سنة بشتغل هذا الكلام
+
+580
+00:39:42,140 --> 00:39:48,600
+صحيح بدرجة 70% خلاص بمسك ال 70% كأنه استعادت عن
+
+581
+00:39:48,600 --> 00:39:51,360
+قاعدة البيانات بال experience بتاعة الشخص اللي
+
+582
+00:39:51,360 --> 00:39:54,460
+المفروض هو بالنسبالي أنا بتعامل معاه كقاعدة بيانات
+
+583
+00:39:54,460 --> 00:39:58,360
+صار كقاعدة بيانات فصرت أسهل من خلال ال certainty
+
+584
+00:39:58,360 --> 00:40:03,520
+factorsالعوامل التأكد هذه وبتعامل معاها انه خلاص
+
+585
+00:40:03,520 --> 00:40:08,600
+هي هذه اللي بناخدها مباشرة كحل بديل للحكايات ال
+
+586
+00:40:08,600 --> 00:40:12,220
+probability اللي ممكن تكون شوية متعبة لإنه بدها
+
+587
+00:40:12,220 --> 00:40:18,260
+statistics كتير بدها أرقام and ال reasoning أو ال
+
+588
+00:40:18,260 --> 00:40:22,240
+evidential reasoning هنتكلم عنها وفي الآخر بننهي
+
+589
+00:40:22,240 --> 00:40:26,880
+موضوعنا تمام نبدأ بال uncertaintyال uncertainty
+
+590
+00:40:26,880 --> 00:40:30,060
+احنا قلنا ممكن يكون في عندى .. يعني لسه قلناها لسه
+
+591
+00:40:30,060 --> 00:40:33,760
+قبل شوية انه incomplete case ممكن يكون عندى
+
+592
+00:40:33,760 --> 00:40:38,240
+inconsistent case rules فيه confliction بينها مش
+
+593
+00:40:38,240 --> 00:40:42,730
+متوافقةمش متوافقة ال rules واردت واحنا شوفناها
+
+594
+00:40:42,730 --> 00:40:45,010
+جابل شوية .. المرة اللي فاتت و جابل شوية
+
+595
+00:40:45,010 --> 00:40:47,910
+هاردونالدش جعلنا نذكرنا فيها حكاية ل traffic light
+
+596
+00:40:47,910 --> 00:40:54,450
+تمام او uncertain مش متأكد مية في المية يعني مين
+
+597
+00:40:54,450 --> 00:40:58,670
+جال ان والله فعلا في درجة حرارة وفي سعال حاد معناه
+
+598
+00:40:58,670 --> 00:41:02,280
+ذلك ان هي لازم تكون coronaطبعا حاليا في الوقت
+
+599
+00:41:02,280 --> 00:41:04,220
+الحالي بتعامل معاه انه خلاص هذه حالة اشتباه
+
+600
+00:41:04,220 --> 00:41:10,460
+بالكرونا صحيح تمام فليكن لكن هي مش مائة في المائة
+
+601
+00:41:10,460 --> 00:41:14,860
+ممكن تكون اي مرض اخر اي مرض رئوي اخرالمهم ان او
+
+602
+00:41:14,860 --> 00:41:19,380
+مرض تنفسي اخر المهم انه ممكن تكون التلاتة مع بعض
+
+603
+00:41:19,380 --> 00:41:23,200
+او اتنين منهم مع بعض هي المعلومة غير كاملة وفي نفس
+
+604
+00:41:23,200 --> 00:41:26,560
+الوقت مش دقيقة مائة في المائة مش .. ماقدرش اقول ان
+
+605
+00:41:26,560 --> 00:41:31,060
+هي تحققها one hundred percent تمام ف in between
+
+606
+00:41:31,060 --> 00:41:34,000
+مثلا فإذا في الحالة دي ال information غالبا
+
+607
+00:41:34,000 --> 00:41:37,880
+unsuitable to solving a problem اكيد مش هتكون
+
+608
+00:41:37,880 --> 00:41:42,260
+مناسبة ان اقول لأ انا مصر على ال rule basedexpert
+
+609
+00:41:42,260 --> 00:41:45,640
+system بشكله الحالي و بده يشتغل يا عم ما احنا
+
+610
+00:41:45,640 --> 00:41:48,440
+قولنالك انت مش متأكد اصلا ان ال fact اللي انت
+
+611
+00:41:48,440 --> 00:41:53,760
+دخلتله هي اصلا صحيحة انت مش متأكد بالاساس ان هي
+
+612
+00:41:53,760 --> 00:41:58,900
+صحيحة يعني خليني اقول لما انت قولت سعال حد انت
+
+613
+00:41:58,900 --> 00:42:01,640
+كمريد اجيت بتقول انا عندي سعال حد بس لأ هادي مين
+
+614
+00:42:01,640 --> 00:42:05,540
+قال ان هو السعال الحد هذا معناته ان هي 100% يمكن
+
+615
+00:42:05,540 --> 00:42:12,010
+عندك سعال ولكن بنسبة 60% بمعنى ان حتى ال factsهي
+
+616
+00:42:12,010 --> 00:42:17,590
+نفسها مش .. انا مش متأكد مائة في المائة منها،
+
+617
+00:42:17,590 --> 00:42:22,530
+تمام؟ فما بالكوا عاد ال conclusion اللي بده يطلع؟
+
+618
+00:42:22,530 --> 00:42:25,090
+فما بالكوا ال conclusion اللي بده يطلع؟ تمام، فإذا
+
+619
+00:42:25,090 --> 00:42:28,130
+هنا بنقدر ال answer تنتي نعرفها على أساس إن هي the
+
+620
+00:42:28,130 --> 00:42:32,150
+lack of the exact knowledge، هي واضح إن هو ضعف في
+
+621
+00:42:32,150 --> 00:42:39,410
+المعرفة الدقيقةال exact knowledge حول أي حاجة احنا
+
+622
+00:42:39,410 --> 00:42:43,190
+بدنا نصل ل perfectly conclusion او ل perfect
+
+623
+00:42:43,190 --> 00:42:48,470
+conclusion لها بمعنى انا مش متأكد okay ممكن تكون
+
+624
+00:42:48,470 --> 00:42:51,590
+صحيح تمانين تسعين في المية لكن مع ذلك مانفعش اقول
+
+625
+00:42:51,590 --> 00:42:57,060
+مية في المية مع ذلك مانفعش احكي مائة في الميةفهنا
+
+626
+00:42:57,060 --> 00:43:01,180
+هيكون في عندى او بتعامل اكثر مع ال .. الوضع ك
+
+627
+00:43:01,180 --> 00:43:04,600
+rules و هنا في الحالة هذا القانون هنا بده يستثني
+
+628
+00:43:04,600 --> 00:43:10,560
+ال middle between zero and one ايش يعني بده يستثني
+
+629
+00:43:10,560 --> 00:43:14,240
+ال values اللي بين الصفر و الواحد؟ معناته انه لما
+
+630
+00:43:14,240 --> 00:43:18,380
+اقوله a is true كأني بقوله معناته a is not false
+
+631
+00:43:18,380 --> 00:43:22,940
+completelyال true معناته هي مش false أصلا مافيش
+
+632
+00:43:22,940 --> 00:43:26,280
+فيها ولا ذرّة false ولا أي probability أنها تكون
+
+633
+00:43:26,280 --> 00:43:30,160
+false نفس الكلام إذا قلتله a is false معناته
+
+634
+00:43:30,160 --> 00:43:33,420
+لايوجد اي احتمالية أبدا أن يكون فيها أي جزء من ال
+
+635
+00:43:33,420 --> 00:43:39,160
+true false true خلاص هي لأ بدها false not true
+
+636
+00:43:39,160 --> 00:43:44,770
+بشكل كاملو هذا طبعا في حياتنا مش صحيح .. مش صحيح
+
+637
+00:43:44,770 --> 00:43:50,330
+فلما بتكلم عن ال weak implications واضح أنه ضمنيا
+
+638
+00:43:50,330 --> 00:43:54,790
+اللفظ ضعيف أو الكلام تبعنا هيك ضعيف .. ضعيف واضح
+
+639
+00:43:54,790 --> 00:44:00,270
+جدا أنه هيكون ضعيف لأن ال domain experts و الحقيقة
+
+640
+00:44:00,270 --> 00:44:03,270
+كمان ال knowledge engineer هيكون عندهم صعوبة جدا
+
+641
+00:44:03,270 --> 00:44:08,910
+مهمة صعبة جدا أن يحددولنا النسب هذهلأنه عارفين
+
+642
+00:44:08,910 --> 00:44:15,210
+تماما أنه ال .. to create correlations between ال
+
+643
+00:44:15,210 --> 00:44:19,790
+if و ال then مش دائما 100% يعني مين جال أنه ال
+
+644
+00:44:19,790 --> 00:44:22,430
+fact و ال conclusion هدلول أنا لما حطتهم في if
+
+645
+00:44:22,430 --> 00:44:25,530
+then معناته أنا رابطتهم في بعض صح؟ فعملتلهم
+
+646
+00:44:25,530 --> 00:44:32,370
+correlation ارتباط مين جال أنه الارتباط 100%؟
+
+647
+00:44:32,370 --> 00:44:36,670
+محدش جال .. محدش جال 100% عشان هيك هذه بالنسبة لأ
+
+648
+00:44:37,620 --> 00:44:41,460
+ال domain experts و ال knowledge engineers عشان
+
+649
+00:44:41,460 --> 00:44:45,160
+يحطوا ال rules هذه من الصعوبة ب .. صعب جدا جدا جدا
+
+650
+00:44:45,160 --> 00:44:48,400
+انه فعلا يعملوا الرابط هذا بين ال fact اللي هي
+
+651
+00:44:48,400 --> 00:44:54,420
+بتاعة جملة if ال condition هذا و بين جملة then
+
+652
+00:44:54,420 --> 00:44:57,720
+اللي هو ال action طب مين جال ان هم مرتبطين مائة في
+
+653
+00:44:57,720 --> 00:45:03,070
+المائة زي ما انت قلتلي if then خلاص إنتهىلأ مش
+
+654
+00:45:03,070 --> 00:45:07,710
+صحيح .. مش صحيح .. في هامش المفروض انه لل error ..
+
+655
+00:45:07,710 --> 00:45:10,970
+في هامش error هنا و هامش error معناته لأ أنا مقدرش
+
+656
+00:45:10,970 --> 00:45:12,990
+اقول انه مائة في المائة .. انتهى .. فده فيه هامش
+
+657
+00:45:12,990 --> 00:45:15,650
+error معناته مش مائة في المائة ال diagram اللي
+
+658
+00:45:15,650 --> 00:45:19,110
+احنا رسمناه و كده في الأول محكمة ال domain experts
+
+659
+00:45:19,110 --> 00:45:22,590
+و ال knowledge engineers تمام تبين ضمن هذه الحلقة؟
+
+660
+00:45:22,590 --> 00:45:25,350
+طبعا .. لإن احنا قلنا ان مين اللي بتعامل مع ال
+
+661
+00:45:25,350 --> 00:45:30,170
+expert من ال domain ال expert ك technical هو ال
+
+662
+00:45:30,170 --> 00:45:39,690
+engineerال knowledge engineer لأ
+
+663
+00:45:39,690 --> 00:45:42,950
+ما هو ال experience هي نفسها domain expert ال
+
+664
+00:45:42,950 --> 00:45:46,570
+domain expert مش اي واحد بحطه domain expert لأ
+
+665
+00:45:46,570 --> 00:45:49,290
+domain expert لحظة هالوقت أنا لما بتكلم عن domain
+
+666
+00:45:49,290 --> 00:45:53,810
+بده يعمللي الكوروناالمؤاخذة مش هروح أنا ك expert
+
+667
+00:45:53,810 --> 00:45:57,850
+أنا إيش فهمني في الكورونا، تمام؟ لكن بده يروح
+
+668
+00:45:57,850 --> 00:46:01,530
+لمين؟ للطبيب و عنده خبرة كبيرة في الأمراض
+
+669
+00:46:01,530 --> 00:46:05,490
+التنفسية، مش هيك؟ هذا طبيعي، هو ده ال expert تبع،
+
+670
+00:46:05,490 --> 00:46:07,530
+هو ده ال domain expert أما مش أي واحد domain
+
+671
+00:46:07,530 --> 00:46:11,330
+expert إطلاقا، عشان لما بقوله إيش رأيك في ال rule
+
+672
+00:46:11,330 --> 00:46:15,950
+هذه، جدش أنت بترجحلنا صحتها، صحتها من نواحي كتيرة،
+
+673
+00:46:15,950 --> 00:46:20,170
+من ناحيةإنه جدش هم مرتبطين في بعض ال fact مع ال
+
+674
+00:46:20,170 --> 00:46:24,430
+conclusion طيب و جدش إيمانه إنه ال rule كلها على
+
+675
+00:46:24,430 --> 00:46:33,410
+بعض صحيحة أصلا فهو بدي جاوبني فرق شاسع
+
+676
+00:46:33,410 --> 00:46:35,730
+كمان لما بتكلم عن ال reasoning معناته أنا بدي أروح
+
+677
+00:46:35,730 --> 00:46:38,750
+لجزئية probability الجزئية ال probability هناخدهم
+
+678
+00:46:38,750 --> 00:46:42,330
+عموما تنتين هندرج عليهم أني أروح لتنتين لما بقول
+
+679
+00:46:42,330 --> 00:46:46,210
+في عندي reasoning ومنطقية في الشغل معناته أنا بدي
+
+680
+00:46:46,210 --> 00:46:49,980
+أحسببدك تحسب okay فليكن احسب هاي علم له
+
+681
+00:46:49,980 --> 00:46:52,700
+probability وهي ال condition له probability و
+
+682
+00:46:52,700 --> 00:46:57,000
+اتعامل معاها و اتوقع ان نلحجها اليوم نتكلم عنها ان
+
+683
+00:46:57,000 --> 00:47:00,140
+شاء الله تمام اما اذا كان experience معناته لأ بدي
+
+684
+00:47:00,140 --> 00:47:06,600
+اشوف ال domain expert و اخد منه نسب مباشرة مش هقعد
+
+685
+00:47:06,600 --> 00:47:09,580
+احسبها انا مش هقعد احنا نحسبها تمام
+
+686
+00:47:12,830 --> 00:47:17,270
+imprecise language الحقيقة لغتنا فعلا بتتعامل مع
+
+687
+00:47:17,270 --> 00:47:19,350
+ال .. مع الوضع اللي احنا بنتكلم عنه ال uncertainty
+
+688
+00:47:19,350 --> 00:47:24,570
+هذه كيف؟ لأنه احنا عادة اللغة بتاعتنا هي ambiguous
+
+689
+00:47:24,570 --> 00:47:30,750
+غامضة بشكل او باخر و imprecise غير دقيقة ليش؟ لما
+
+690
+00:47:30,750 --> 00:47:34,910
+بقول والله درجة الحرارة عالية اليوم عالية يعني جدش
+
+691
+00:47:34,910 --> 00:47:40,060
+عاليةجدش عالية، انت بالنسبالك عالية، المتحدث هو
+
+692
+00:47:40,060 --> 00:47:42,820
+اللي بالنسباله عالية، هو بيعرج بسرعة، أنا لأ،
+
+693
+00:47:42,820 --> 00:47:45,720
+بالنسبالي عادية، كويسة، اشمالها، كويس، يقولي لأ
+
+694
+00:47:45,720 --> 00:47:49,300
+والله الدنيا اليوم برد، ماحتختلف كلمة برد هذه، لما
+
+695
+00:47:49,300 --> 00:47:53,480
+أقوله بالنسبة للأرض طوال .. طول الراجل اللي مارج
+
+696
+00:47:53,480 --> 00:47:57,080
+من جدامنا طويلممكن هو بالنسباله شايفه طويل أنا لما
+
+697
+00:47:57,080 --> 00:47:59,080
+أطلع شو أطلع عليها أقول له لأ ده عادي أشمل و مش
+
+698
+00:47:59,080 --> 00:48:04,020
+طويل مثلا فمعنى ذلك أن ال language بتاعتنا هي برضه
+
+699
+00:48:04,020 --> 00:48:07,840
+مش واضحة يعني مش هنتفق كلنا عليها حتى في اللغة
+
+700
+00:48:07,840 --> 00:48:11,360
+العادية الطبيعية ليش؟ بدليل أنه احنا من يوم
+
+701
+00:48:11,360 --> 00:48:14,800
+ماخترعه اللغات هي فيها بعض الفاظ تنم عن هذا
+
+702
+00:48:14,800 --> 00:48:18,780
+الموضوع ال uncertainty زي لما أقول often sometimes
+
+703
+00:48:18,780 --> 00:48:24,770
+معناته مش دائما مش أكيد لما أقول frequentlyبشكل
+
+704
+00:48:24,770 --> 00:48:29,110
+تكراري، بس مش مية في المية، يعني بشكل تكراري بدنا
+
+705
+00:48:29,110 --> 00:48:31,810
+نيجي مثلا على المحاضرة، يمكن معناته انتوا مش كل
+
+706
+00:48:31,810 --> 00:48:34,390
+يوم معناته بتيجيوا على المحاضرة، مش هيك، معناته
+
+707
+00:48:34,390 --> 00:48:37,810
+أنه والله يوم او يوم لأ مثلا، هي احتمالية صارت،
+
+708
+00:48:37,810 --> 00:48:43,570
+فإذا hardly ever .. hardly ever مثلافإذن اللغة
+
+709
+00:48:43,570 --> 00:48:46,670
+نفسها بتراعي حتى ال uncertainty في موضوع ال
+
+710
+00:48:46,670 --> 00:48:49,130
+language و هذا احنا اللي بدنا يعرف .. اللي
+
+711
+00:48:49,130 --> 00:48:53,690
+بنحتاجين نتكلم .. نتكلم عنه من خلال اللغة فوجدوا
+
+712
+00:48:53,690 --> 00:48:59,310
+انه عملولها خريطة في ال .. 1944 في ال .. من خلال
+
+713
+00:48:59,310 --> 00:49:04,990
+Ray Simpson كل لفظ من الألفاظ اللي توحي between ال
+
+714
+00:49:04,990 --> 00:49:10,580
+true و ال false كويس اعطاها نسبةعساس أنه لما نيجي
+
+715
+00:49:10,580 --> 00:49:14,080
+نعمل ال story تبعتنا أو ال user story بده يتكلم
+
+716
+00:49:14,080 --> 00:49:18,300
+إيش اللفظ اللي جاله بحطه كاحتمالية قدامها لما بدنا
+
+717
+00:49:18,300 --> 00:49:22,420
+نحطها ك rules لأ ال rule هذه هو مجليش .. مجليش
+
+718
+00:49:22,420 --> 00:49:27,440
+arrows دايما هو جالي والله sometimes لأ استنى
+
+719
+00:49:27,440 --> 00:49:30,300
+معناته ال rule okay أنا هكتبها ك rule بس مينفعش
+
+720
+00:49:30,300 --> 00:49:32,700
+أحطها مائة في المائة فال rule هذه بالنسبالي one
+
+721
+00:49:32,700 --> 00:49:37,580
+sometimes معناته بحطها دي عشرين في الميةهذه 20%
+
+722
+00:49:37,580 --> 00:49:42,060
+تمام عدّروا شوية عليها في الـ 68 شوية تعديلات
+
+723
+00:49:42,060 --> 00:49:45,200
+خفيفة على الأرقام لكن مش كتير إبعدت يعني .. مش
+
+724
+00:49:45,200 --> 00:49:48,360
+كتير إبعدت لكن صار تعديل بحيث أن هذا هو ال
+
+725
+00:49:48,360 --> 00:49:51,820
+standard لل language أو للألفاظ المستخدمة في ال
+
+726
+00:49:51,820 --> 00:49:55,890
+languageللدلالة على ال probability .. للدلالة على
+
+727
+00:49:55,890 --> 00:50:00,150
+ال probability فواضح جدا أن حتى اللغة بتاعتنا ال
+
+728
+00:50:00,150 --> 00:50:04,170
+language تبعتنا أو كل لغات الدنيا قاعدة بتزوجني لل
+
+729
+00:50:04,170 --> 00:50:07,170
+probability هي نفسها بتزوجني لل probability لأنها
+
+730
+00:50:07,170 --> 00:50:11,070
+بتستخدم ألفاظ ال probability زي .. لما نيجي نتكلم
+
+731
+00:50:11,070 --> 00:50:17,910
+عن probably ما هي probably .. likelyألفاظ مستخدمة
+
+732
+00:50:17,910 --> 00:50:21,070
+في اللغة و بنستخدمها كلنا في لغتنا لما ديش تقولوا
+
+733
+00:50:21,070 --> 00:50:24,810
+كيف اليوم الجو؟ والله يعني نسبيا منيح، اش يعني
+
+734
+00:50:24,810 --> 00:50:30,250
+نسبيا؟ اش يعني نسبيا منيح؟ نسبيا منيح، معناته أنا
+
+735
+00:50:30,250 --> 00:50:33,030
+مش متأكد .. يعني مش واثق أن أقول لأ هو منيح كويس
+
+736
+00:50:33,030 --> 00:50:37,710
+يعني، الجو منيح اليوم في شمس و في كويس تمام و الجو
+
+737
+00:50:37,710 --> 00:50:44,930
+حلو و الجو للطلعة كويس، لأ هو نسبياتمام maybe يمكن
+
+738
+00:50:44,930 --> 00:50:51,350
+أو perhaps أو possibly فكلها الفاظ فعليا تنم بشكل
+
+739
+00:50:51,350 --> 00:50:56,150
+واضح تماما تدل على ال probability ف ال probability
+
+740
+00:50:56,150 --> 00:51:02,230
+لما نيجي نعرفها هي ببساطة ولدت مع اللغات كلمة ال
+
+741
+00:51:02,230 --> 00:51:05,490
+probability انولدت مع اللغات ليش؟ لأنه مدام
+
+742
+00:51:05,490 --> 00:51:07,870
+الألفاظ هذه موجودة في اللغة يعني معناته في
+
+743
+00:51:07,870 --> 00:51:13,370
+probabilityمن يوم أي spoken language وجدت فيها كان
+
+744
+00:51:13,370 --> 00:51:16,970
+الاحتمالات لكن بشكل رياضي وعلمي هي ظهرت في القرن
+
+745
+00:51:16,970 --> 00:51:20,290
+السبعتاشر لما ظهرت القوانين بتاعة ال probability
+
+746
+00:51:20,290 --> 00:51:25,330
+في ال 1700 القرن السبعتاشر طيب ال probability بكل
+
+747
+00:51:25,330 --> 00:51:31,030
+بساطة بقدر اقول ان هي ال event هي اي eventبنقدر
+
+748
+00:51:31,030 --> 00:51:36,370
+نحسبه كأنه proportion of cases، هو جزء من ال cases
+
+749
+00:51:36,370 --> 00:51:40,070
+الكتيرة هذه، هو جزء منها، أقصى إشي أنه يكون كل ال
+
+750
+00:51:40,070 --> 00:51:45,440
+cases، ففي الحالة دي بقول إن هي trueالشيك فإذا ال
+
+751
+00:51:45,440 --> 00:51:49,560
+event ده إذا هو يمثل كل ال cases فهو true إذا لا
+
+752
+00:51:49,560 --> 00:51:55,320
+يمثل أي جزء من ال cases هذه false لكن هو جزء حقيقة
+
+753
+00:51:55,320 --> 00:52:00,900
+جزء منها بحيث أنه ال event هذه occurs من خلال
+
+754
+00:52:00,900 --> 00:52:05,080
+الحالات هذه ال event ده حدث في أكم حالة منهم حدث؟
+
+755
+00:52:05,080 --> 00:52:08,980
+في خمسة من عشرة في سبعة من تمانية في .. و هكذا
+
+756
+00:52:08,980 --> 00:52:12,480
+مجموعة ال cases ككل ال cases هذه بكل بساطة كأنك
+
+757
+00:52:12,480 --> 00:52:17,500
+بدي تعمل تجربةو ال event هذا أنه طلع معاك رقم معين
+
+758
+00:52:17,500 --> 00:52:21,160
+كنتج للتجربة فانت بتيجي بتعمل احتمالية أنه فعلا كل
+
+759
+00:52:21,160 --> 00:52:25,220
+ما بتعمل التجربة بده يطلع نفس النتج عملت التجربة
+
+760
+00:52:25,220 --> 00:52:30,020
+مائة مرة النتج دايما مظبوط في خليني أقول تمانين
+
+761
+00:52:30,020 --> 00:52:33,060
+مرة فإذا بقول احتمال أنه يطلع النتج هذا إذا عملت
+
+762
+00:52:33,060 --> 00:52:36,240
+نفس التجربة تمانين في المية و and so on و هكذا
+
+763
+00:52:36,240 --> 00:52:40,180
+تمام بنقدر ال probability أيضا نعرفها تحت اسم
+
+764
+00:52:40,180 --> 00:52:46,900
+scientific measure of chanceهى قياس الفرص .. قياس
+
+765
+00:52:46,900 --> 00:52:50,220
+الفرص بشكل علمى .. قياس الفرص لما عملت ال meet
+
+766
+00:52:50,220 --> 00:52:53,680
+تجربة أكم فرصة ممكن يظهر فيها الناتج اللى أنا
+
+767
+00:52:53,680 --> 00:53:01,280
+متخيله80 مرة فهذه كفرص تمام بكل بساطة ال
+
+768
+00:53:01,280 --> 00:53:04,200
+probability هي in between او هي تعتبر في نهاية
+
+769
+00:53:04,200 --> 00:53:08,140
+numerical index بمعنى هو مؤشر رقمي مؤشر .. مؤشر
+
+770
+00:53:08,140 --> 00:53:13,540
+رقمي بين ال zero وهذا بسميه absolute impossibility
+
+771
+00:53:13,540 --> 00:53:18,520
+absolute بمعنى اللا إمكانية المطلقة لا إمكانية
+
+772
+00:53:18,520 --> 00:53:25,210
+مطلقة فإذا zero اوبين الـ 0 to h to unity للواحد
+
+773
+00:53:25,210 --> 00:53:29,110
+اللي هي ال absolute certainty اللي هي التأكيد
+
+774
+00:53:29,110 --> 00:53:33,050
+المطلق تأكيد مطلق مدام تأكيد مطلق خالص true فهذا
+
+775
+00:53:33,050 --> 00:53:35,230
+معناه ذلك ان كل probability و زي ما انتوا عارفين
+
+776
+00:53:35,230 --> 00:53:39,670
+من الصفر للواحد تتراوح بدنا عشان نكتر فيه انا عارف
+
+777
+00:53:39,670 --> 00:53:42,390
+ان انتوا ماخدين ال knowledge البسيطة هذه جابل هيك
+
+778
+00:53:42,390 --> 00:53:45,970
+فبدنا ندخل الاشي المهم بالنفس بقالنا فهنقدر نقول
+
+779
+00:53:45,970 --> 00:53:50,200
+ان ال probability لل successهي تساوي the number of
+
+780
+00:53:50,200 --> 00:53:55,160
+successes على the number of possible outcomes نفس
+
+781
+00:53:55,160 --> 00:53:57,700
+الكلام ل Probability اللي هي ال failure هي تساوي
+
+782
+00:53:57,700 --> 00:54:00,480
+ال number of failures بأنه chance، في النهاية
+
+783
+00:54:00,480 --> 00:54:05,220
+نتكلم عن chance the number of possible outcomes
+
+784
+00:54:05,220 --> 00:54:09,780
+برضه، نفس الكلام بحيث أنه بقدر أقول ال probability
+
+785
+00:54:09,780 --> 00:54:16,910
+نترجمها ك symbolic languageهي probability تساوي
+
+786
+00:54:16,910 --> 00:54:21,230
+success على success plus failure لأن ال outcomes
+
+787
+00:54:21,230 --> 00:54:25,350
+كلها على بعض هي الاتنين دول، يا بنجح يا بنجحش،
+
+788
+00:54:25,350 --> 00:54:28,330
+تمام success or failure بالنسبالي ال failure
+
+789
+00:54:28,330 --> 00:54:32,350
+هنسميها Q وهذا ال failure على برضه المجموعة، على
+
+790
+00:54:32,350 --> 00:54:36,690
+نفس الشغل المجموعة، بحيث ان مجموحهم بساوي واحد
+
+791
+00:54:37,110 --> 00:54:39,490
+مجموح بسوء واحد لإيش؟ لأنه إذا أجمع هذه مع هذه
+
+792
+00:54:39,490 --> 00:54:44,830
+هنجمع ال numberators فبتصير S زائد F على S زائد F
+
+793
+00:54:44,830 --> 00:54:52,250
+تمام for example لما بنعمل through ل ال coin نرمى
+
+794
+00:54:52,250 --> 00:54:55,190
+ال coin اللي هي العاملة المعدنية نرمى ال coin
+
+795
+00:54:55,190 --> 00:54:59,410
+فواضح إذا كانت هي free balancefree balance بمعنى
+
+796
+00:54:59,410 --> 00:55:01,990
+انه هيفش فيها لا تانية ولا طعجة ولا فيها اي مشكلة
+
+797
+00:55:01,990 --> 00:55:05,570
+ولا اي تعليمة ولا اي شي بنرميها خلاص انا ضامن انه
+
+798
+00:55:05,570 --> 00:55:11,890
+ايش في الحالة هذه الفرص ل ال head و ال tail equal
+
+799
+00:55:11,890 --> 00:55:15,770
+probability equal probability الأتنينمدام equal
+
+800
+00:55:15,770 --> 00:55:18,750
+probability و انا عارف ان مجموحهم لازم يسووا واحد،
+
+801
+00:55:18,750 --> 00:55:23,210
+يا انا نص لكل واحدة، لو نص لكل واحدة، فالhead زائد
+
+802
+00:55:23,210 --> 00:55:26,290
+tail ال chances لهذه زائد ال chances لهذه بيساوي
+
+803
+00:55:26,290 --> 00:55:29,930
+في النهاية واحد، بحيث ان كل واحدة منهم هي نص ك
+
+804
+00:55:29,930 --> 00:55:32,750
+probability، ك value of probability، تمام، نصل
+
+805
+00:55:32,750 --> 00:55:36,050
+اللي بدناياهنصل اللي بدنا هي لأن هذا هو المهم في
+
+806
+00:55:36,050 --> 00:55:38,950
+الـ Rule Based الان بدنا نتكلم عن ال Bayesian Rule
+
+807
+00:55:38,950 --> 00:55:44,390
+لأن هي اللي هنستخدمها إذا حدث شيء جدش احتمال حدوث
+
+808
+00:55:44,390 --> 00:55:47,190
+شيء تاني طب ما هي هذه اللي تنطبق تماما مع ال rule
+
+809
+00:55:47,190 --> 00:55:52,670
+اللي احنا بنشتغل عليها؟ if then معناته إذا حدث ال
+
+810
+00:55:52,670 --> 00:55:57,550
+event هذا جدش احتمال أنه يحصل ال conclusion هذاهذه
+
+811
+00:55:57,550 --> 00:55:59,890
+هي القاعدة الأساسية اللي بدنا إيها عشان هيك ال
+
+812
+00:55:59,890 --> 00:56:02,390
+conditional probability هي أكتر إشي إحنا محتاجين
+
+813
+00:56:02,390 --> 00:56:08,050
+نتعامل معها فحقول probability A condition B هتساوي
+
+814
+00:56:08,050 --> 00:56:11,390
+probability B condition A مضروبة في probability ال
+
+815
+00:56:11,390 --> 00:56:16,270
+A على probability Bبحيث انه probability A
+
+816
+00:56:16,270 --> 00:56:18,310
+condition B هذا اللي بنسميها ال posterior
+
+817
+00:56:18,310 --> 00:56:23,570
+probability اللي محتاجين ان يعني إذا كان أنا بتكلم
+
+818
+00:56:23,570 --> 00:56:29,030
+عن certainty محتاج أكبرها أقصى ما يمكن أحيانا في
+
+819
+00:56:29,030 --> 00:56:31,710
+معظم ال expert system عادة هي عبارة عن ال
+
+820
+00:56:31,710 --> 00:56:37,310
+conditional probability that event A occurs given
+
+821
+00:56:37,310 --> 00:56:42,470
+that event B has occurredبمعنى جدش احتمالية حدوث A
+
+822
+00:56:42,470 --> 00:56:48,970
+في حال انه فعلا وقع حدوث B وقع حدوث B تمام هذا ايش
+
+823
+00:56:48,970 --> 00:56:52,030
+بيساوي بيساوي اول term فوق probability B condition
+
+824
+00:56:52,030 --> 00:56:56,770
+A هده is the conditional probability of event B
+
+825
+00:56:56,770 --> 00:57:02,650
+occurring given that event A has occurred طيب هو
+
+826
+00:57:02,650 --> 00:57:11,030
+احتمال B انه يقع تمام اذا وقع فعلا BA جداش هي ممكن
+
+827
+00:57:11,030 --> 00:57:15,930
+تكون مسببة له أو تكون هي ناتج عنه يعني طيب ناخد
+
+828
+00:57:15,930 --> 00:57:23,710
+مثال مؤتمد على B على حدوث B زي لما نفترض إن والله
+
+829
+00:57:23,710 --> 00:57:31,620
+في عند واجفنا على الشباك لجيناطالبة ماسكة الـ T²
+
+830
+00:57:31,620 --> 00:57:37,140
+عارفين الـ T²؟ اللي هو مصطر الـ T بدي أقول جداش
+
+831
+00:57:37,140 --> 00:57:42,800
+احتمال إنه هي في كلية الهندسة لأنها حاملة T² فإذا
+
+832
+00:57:42,800 --> 00:57:46,140
+صار ال probability تبعتنا هنا أو ال P ال P اللي هو
+
+833
+00:57:46,140 --> 00:57:50,560
+ال event إنه هي حاملة T² و ال A إن هي طالبة في
+
+834
+00:57:50,560 --> 00:57:54,440
+كلية الهندسة فالآن بدي أقول probability إن هي
+
+835
+00:57:54,440 --> 00:57:59,720
+طالبة في كلية الهندسة given إن هي حاملة T²تمام طيب
+
+836
+00:57:59,720 --> 00:58:02,820
+في نفس الوجد لما بدي أحسبها بدي أحسب هذا الجزء
+
+837
+00:58:02,820 --> 00:58:11,700
+بمعنى إذا كان هي حاملة T2 لحظي جديش .. جديش الكلية
+
+838
+00:58:11,700 --> 00:58:16,720
+الهندسة تمثل من الناس اللي بيحملوا T2 في الجامعة؟
+
+839
+00:58:18,060 --> 00:58:21,680
+جديش كلية الهندسة ما هي طالبة في الهندسة جادة أنا
+
+840
+00:58:21,680 --> 00:58:24,700
+بقول .. بشوف احتمالية ان هي طالبة في الهندسة ايه؟
+
+841
+00:58:24,700 --> 00:58:29,540
+فإذا بقدر اقول هنا جديش احتمال او جديش يمثل ان هي
+
+842
+00:58:29,540 --> 00:58:34,920
+طلبت كلية الهندسة من عينة الناس اللي بيحمل ال T
+
+843
+00:58:34,920 --> 00:58:38,780
+-square من عينة الناس اللي بيحمل ال T-square تمام
+
+844
+00:58:39,740 --> 00:58:43,080
+نعدّل شوية، لو أخدنا laptop على أساس ال T-square
+
+845
+00:58:43,080 --> 00:58:49,280
+ما يمكن أكثر نسبة لل .. للهندسة، لو أخدنا laptop،
+
+846
+00:58:49,280 --> 00:58:54,880
+ال laptop جديش احتمال أنه الطالبة هندست حاسوب
+
+847
+00:58:54,880 --> 00:59:00,700
+لأنها تحمل laptop، فإذا بقدر أقول أنه احتمالية أنه
+
+848
+00:59:00,700 --> 00:59:04,780
+هي إذا بتحمل laptop، إذا بتحمل .. يعني فعليا هي
+
+849
+00:59:04,780 --> 00:59:10,790
+بتحمل laptopكويس؟ جدش نسبة طالبات هندسة الحسوب من
+
+850
+00:59:10,790 --> 00:59:17,990
+اللي بيحملوا ال laptop تمام؟ تمام على طبعا ال
+
+851
+00:59:17,990 --> 00:59:22,990
+probability انه هي طالبة هندسة او طالبة حسوب فإذا
+
+852
+00:59:22,990 --> 00:59:28,570
+بكل بساطة هذه بنحسبها ك statistics as statistics
+
+853
+00:59:28,570 --> 00:59:34,210
+ليش؟ لإن هقول جدش عدد طالبات هندسة الحسوب؟جديش عدد
+
+854
+00:59:34,210 --> 00:59:38,690
+طيب جديش عدد كل الطالبات هاي النسبة وتنزل خلصنا
+
+855
+00:59:38,690 --> 00:59:42,490
+فها دي مش فيها كتير إشكالية بس واضح أن كلها
+
+856
+00:59:42,490 --> 00:59:46,230
+statistics يعني كلها بدها إحصاءات بدها إحصاءات
+
+857
+00:59:46,230 --> 00:59:49,130
+ضخمة بدنا نروح القبول و التسجيل و ننزل كل البيانات
+
+858
+00:59:49,130 --> 00:59:51,590
+و ننزل كل الأرقام اللي عندهم عشان نقدر نرجع نحسب
+
+859
+00:59:51,590 --> 00:59:55,330
+كل الحسبة دي طيب هاي خلصنا من هذا الجزء الآن هذا
+
+860
+00:59:55,330 --> 01:00:02,050
+الجزء بدأ أشوف a cabinet بتيجي بال laptop تبعها في
+
+861
+01:00:02,050 --> 01:00:06,860
+كل الجامعةفي كل الجامعة في كل الحرم الجامعي اللي
+
+862
+01:00:06,860 --> 01:00:12,200
+خاص بالبنات هنا أكام واحدة عادة متوسط بيحمله
+
+863
+01:00:12,200 --> 01:00:16,920
+laptop معاهم على الجامعة طيب من العدد ككل هذا جدش
+
+864
+01:00:16,920 --> 01:00:24,550
+ده ما بتكون نسبة الحسوب فهيها هي هذا الجزءتمام؟
+
+865
+01:00:24,550 --> 01:00:29,630
+تمام طبعا على احتمال انه يحمل اصلا laptop تحمل
+
+866
+01:00:29,630 --> 01:00:34,170
+laptop فكل بساطة العدد ككل اللي بيحمله laptop على
+
+867
+01:00:34,170 --> 01:00:38,770
+عدد كل البنات فبيعطيني نسبة اللي بيحمله laptop
+
+868
+01:00:38,770 --> 01:00:44,150
+بنكون حصلنا برضه على الرقم ال denominator هدول
+
+869
+01:00:44,150 --> 01:00:49,280
+كلهم هيعطوني نسبةالـ posterior probability واللي
+
+870
+01:00:49,280 --> 01:00:54,880
+زي ما قلنا تمثل جداش احتمال انه هي طالبة هندست
+
+871
+01:00:54,880 --> 01:01:00,820
+حاسوب لأنها بتحمل laptop لأنها بتحمل laptop فمجرد
+
+872
+01:01:00,820 --> 01:01:04,080
+حملت laptop اه بدي اتطلع بدي اجهز احسب كل الحسبة
+
+873
+01:01:04,080 --> 01:01:09,900
+هناك عشان اقول معناته هذه احتمال 60% ان هي هندست
+
+874
+01:01:09,900 --> 01:01:14,920
+حاسوباحتمال 60% هندس تحسوب، فبقولها ماعليش يا أخنا
+
+875
+01:01:14,920 --> 01:01:17,720
+ياريت تبلغي إذا كان انت هندس تحسوب، ياريت تبلغي
+
+876
+01:01:17,720 --> 01:01:19,980
+طالبات الهندسة إن والله في محاضرة كذا وكذا وكذا
+
+877
+01:01:19,980 --> 01:01:23,340
+وكذا أو غيجلنا أو عملنا أو سوينا، ف probability في
+
+878
+01:01:23,340 --> 01:01:25,900
+النهاية، بس واضح إنه ليه ال probability هذه تماما
+
+879
+01:01:25,900 --> 01:01:30,560
+مختلفة عن هذه؟ مش هيك؟ والمثال وضحها تماما، وضحها
+
+880
+01:01:30,560 --> 01:01:33,140
+بشكل مطلق إن هذه بتختلف تماما عن هذه
+
+881
+01:01:37,340 --> 01:01:42,660
+هنا .. okay هنا احنا بنتكلم عن مين؟ ال A ده إيش؟
+
+882
+01:01:42,660 --> 01:01:51,640
+الحاسوب، معناه ذلك بقول number of computer student
+
+883
+01:01:51,640 --> 01:02:01,240
+.. students على number of total students
+
+884
+01:02:07,130 --> 01:02:13,490
+لل بي لحظة هنا ال بي بيصير هنا number of students
+
+885
+01:02:13,490 --> 01:02:22,790
+with laptop على
+
+886
+01:02:22,790 --> 01:02:28,610
+number of total students
+
+887
+01:02:33,540 --> 01:02:40,480
+مختلفين تماما .. تماما مختلفين .. okay فتقريبا هي
+
+888
+01:02:40,480 --> 01:02:45,440
+معظم البنود بتاعة المعادلة توقع المعادلة بسيطة ..
+
+889
+01:02:45,440 --> 01:02:49,180
+اه و جادرين نتفرج بين هذه و هذه .. هذه إشي و هذه
+
+890
+01:02:49,180 --> 01:02:52,300
+إشي تماما و بدنا نكون عارفين بس أن هذا دائما هذا
+
+891
+01:02:52,300 --> 01:02:57,720
+ال conclusion و
+
+892
+01:02:57,720 --> 01:02:58,440
+هذا ال event
+
+893
+01:03:02,970 --> 01:03:05,850
+هذه ال event نفسها إنه إيش الحدث اللي صار؟ الحدث
+
+894
+01:03:05,850 --> 01:03:09,850
+اللي صار إنه حملة laptop، هاي الحدث، بكل بساطة،
+
+895
+01:03:09,850 --> 01:03:13,350
+time، فإذن
+
+896
+01:03:21,890 --> 01:03:25,950
+في الـ Bayesian rule بقدر الآن عشان أحطها ضمن rule
+
+897
+01:03:25,950 --> 01:03:30,810
+أو نعملها reasoning تفكير منطق إلها بقدر أقول if E
+
+898
+01:03:30,810 --> 01:03:35,150
+is true ال rule كيف ده تتغير مع دخلة ال
+
+899
+01:03:35,150 --> 01:03:38,990
+probability معانا على الموضوع على الخط بقول if E
+
+900
+01:03:38,990 --> 01:03:44,070
+is اللي هو ال event أو ال evidence الشاهد اللي
+
+901
+01:03:44,070 --> 01:03:51,040
+شفته is true then H اللي هي ال hypothesisالـ
+
+902
+01:03:51,040 --> 01:03:55,560
+evidence و ال hypothesis إذا حدث ال evidence true
+
+903
+01:03:55,560 --> 01:04:01,230
+H is true with probability Pباحتمالية كذا فهذه
+
+904
+01:04:01,230 --> 01:04:03,550
+الاحتمالية هي احتمالية ال rule كلها على بعض
+
+905
+01:04:03,550 --> 01:04:07,730
+احتمالية ان القاعدة دايما صحيحة ارتباطهم دايما
+
+906
+01:04:07,730 --> 01:04:13,070
+صحيح بنسبة P بنسبة P ففي الحالة هذه بنقدر نقول ان
+
+907
+01:04:13,070 --> 01:04:20,210
+ال E إذا ال E occurs فإذا probability that event H
+
+908
+01:04:20,210 --> 01:04:27,980
+will occur is P فال probability لحدوث H هو Pأو P
+
+909
+01:04:27,980 --> 01:04:34,700
+هتحدث باحتمالية .. H هتحدث باحتمالية P باحتمال P
+
+910
+01:04:34,700 --> 01:04:38,540
+طيب في ال expert system زي ما قلنا ال H هدا اللي
+
+911
+01:04:38,540 --> 01:04:42,460
+هو بيمثل ال hypothesis و ال E اللي هي تمثل ال
+
+912
+01:04:42,460 --> 01:04:46,080
+evidence الشاهد اللي هيحدث و بناء عليه هتحدث
+
+913
+01:04:46,080 --> 01:04:55,030
+الفرضية عشان نجي نحطها ك priorPrior Conditional
+
+914
+01:04:55,030 --> 01:04:58,910
+Posterior Probabilities زي ما قلنا هذه سمنها ال
+
+915
+01:04:58,910 --> 01:05:03,490
+posterior probability ال posterior probability هنا
+
+916
+01:05:03,490 --> 01:05:08,350
+نفس المثال طبعا ازاي توه مافيش اي مشاكل فيه ان
+
+917
+01:05:08,350 --> 01:05:12,990
+والله فعلا ال evidence انه بتحمل laptop فجداش ان
+
+918
+01:05:12,990 --> 01:05:19,590
+هي هندسة حاسوبhypothesis تمثل من نسبة الناس اللي
+
+919
+01:05:19,590 --> 01:05:24,390
+بيحملوه ال laptop كويس في احتمال اصلا ان هي هندس
+
+920
+01:05:24,390 --> 01:05:28,590
+تحسوب على .. هنشوف هناش بدون يتغير معناه هذه
+
+921
+01:05:28,590 --> 01:05:34,190
+المفروض والاصل كانت ..
+
+922
+01:05:34,190 --> 01:05:41,210
+مش شاكتمام حلو جدا بمعنى لمين احتمال بيحملوا
+
+923
+01:05:41,210 --> 01:05:45,470
+laptop طيب شوفوا احنا كيف هنقسمهم هنقسمهم ونقول ان
+
+924
+01:05:45,470 --> 01:05:48,950
+هذه عبارة عن two terms مش term واحد ليش؟ بمعنى ان
+
+925
+01:05:48,950 --> 01:05:54,130
+probability ان هي بيحملوا laptop و هم هندس تحاسوب
+
+926
+01:05:54,130 --> 01:05:58,150
+واحتمال ان هم بيحملوا laptop و هم مش هندس تحاسوب
+
+927
+01:05:58,150 --> 01:06:03,090
+فهنا صار هذا termهيها هذا ال term ان هي هندسة
+
+928
+01:06:03,090 --> 01:06:10,510
+حاسوب في احتمال ال evidence لهندسة الحاسوب تمام
+
+929
+01:06:10,510 --> 01:06:16,170
+زائد احتمال انه مش هندسة حاسوب في احتمال انه ال
+
+930
+01:06:16,170 --> 01:06:21,010
+evidence لغير مهندس هندسة الحاسوب مجموع الاتنين
+
+931
+01:06:21,010 --> 01:06:24,370
+المفروض يتكامل مع بعضه لان هذه بتكمل هذه
+
+932
+01:06:29,010 --> 01:06:34,110
+صحيح هو مش كلهم هيطلعوا بيحملوا laptop أكيد تمام
+
+933
+01:06:34,110 --> 01:06:39,090
+فأتوقع واضحة المعادلة يا بيحملوا يا بيحملوش هي
+
+934
+01:06:39,090 --> 01:06:43,310
+نفسها بس وسعناها شوية وسعناها شوية هي نفسها ولكن
+
+935
+01:06:43,310 --> 01:06:47,190
+وسعناها شوية لأنه أنا معنى الآن أنه هي هندسة حسوب
+
+936
+01:06:47,190 --> 01:06:53,520
+أو لأفضفنا كلمة أو لأ هذه أو لأ وضحناها أكثر مش
+
+937
+01:06:53,520 --> 01:06:59,360
+أكتر من هيك طيب طيب نفس الكلام الآن مدام أو لأ طب
+
+938
+01:06:59,360 --> 01:07:03,640
+انا بدي اقول او لأ هذا كمان احسبه لحاله بمعنى انه
+
+939
+01:07:03,640 --> 01:07:10,360
+لو ال probability H I ايوة هتنوسع المثال تبعنا
+
+940
+01:07:10,360 --> 01:07:17,890
+شوية بدنا نحسب احتمال انهلأن حاملة laptop هي هندسة
+
+941
+01:07:17,890 --> 01:07:23,890
+حسوب طيب احتمال اخر انه هي لأنه حاملة laptop فهي
+
+942
+01:07:23,890 --> 01:07:29,250
+IT طيب احتمال لأنه حاملة laptop فهي اي تخصص اخر
+
+943
+01:07:29,250 --> 01:07:32,370
+مثلا
+
+944
+01:07:32,370 --> 01:07:39,020
+فاذا هقول H1 ال hypothesis للكمبيوترH2 ال
+
+945
+01:07:39,020 --> 01:07:45,340
+hypothesis لل IT students ال H3 نفترض hypothesis ل
+
+946
+01:07:45,340 --> 01:07:51,560
+other departments okay فهنا لما أقول هنا واحد
+
+947
+01:07:51,560 --> 01:07:57,020
+معناته إيه؟ بتكلم عن الكمبيوتر و حين هتصير هنا
+
+948
+01:07:57,020 --> 01:08:00,780
+واحد هي رجعت نفس القانون الأولاني وهي واحد هنا
+
+949
+01:08:00,780 --> 01:08:09,570
+اللي اتغير هنا التوسيعة توسعت زيادة يعني صارتE شرط
+
+950
+01:08:09,570 --> 01:08:19,910
+H1 اللي هي Computer مضروبة في الـ H1 زائد E إن هي
+
+951
+01:08:19,910 --> 01:08:28,910
+IT في احتمال عدد طالبات الـ IT زائد ال evidence مع
+
+952
+01:08:28,910 --> 01:08:32,290
+ال others في احتمال ال others أصلا
+
+953
+01:08:35,240 --> 01:08:41,540
+and so on لو بدى اكبر عدد ال hypothesis كويس جمع
+
+954
+01:08:41,540 --> 01:08:46,360
+hypothesis ال hypothesis هدولة بنجسمهم بنحطهم
+
+955
+01:08:46,360 --> 01:08:53,660
+بأعدادهم موجودين تحت هدى لما يكون عندى يعني معنى
+
+956
+01:08:53,660 --> 01:08:57,400
+ذلك انا معتمد في حكمى فقط على ال laptop على ال
+
+957
+01:08:57,400 --> 01:09:02,570
+laptop بس على ال laptop طيب لواتطورت الأمور، مع ال
+
+958
+01:09:02,570 --> 01:09:07,390
+laptop بتطلع على إيدها التانية اللي جيت فيه T² لأ
+
+959
+01:09:07,390 --> 01:09:11,010
+استنى، هيك اتغيرت الأمور، هتتغير تماما الأمور،
+
+960
+01:09:11,010 --> 01:09:14,650
+ليش؟ لأنه المفروض أنا أحط ال two evidences مع بعض
+
+961
+01:09:14,650 --> 01:09:18,770
+الآن، و هيك الدماغ بيفكر، بياخد الشاهد واحد و بس
+
+962
+01:09:18,770 --> 01:09:25,250
+بحكم عليه، لأ، هيك واضح أنه هتتطور الأمور، بحيث
+
+963
+01:09:25,250 --> 01:09:32,380
+أنه probability لHone هي evidence واحد اتنين تلاتة
+
+964
+01:09:32,380 --> 01:09:37,720
+حسب جدش عدد ال evidences الشواهد اللي هشوفها فهنا
+
+965
+01:09:37,720 --> 01:09:44,520
+كانت single evidence مع multiple hypotheses هنا
+
+966
+01:09:44,520 --> 01:09:50,060
+multiple evidences مع multiple hypotheses هنقول
+
+967
+01:09:50,060 --> 01:09:57,620
+each واحد بشرط ان هي تحمل laptop andلأنهم صاروا
+
+968
+01:09:57,620 --> 01:10:03,800
+اتنين مع بعض هي تحمل laptop و T2 أولكوا و بتدرس AI
+
+969
+01:10:03,800 --> 01:10:10,320
+مثلا هي شواهد كلها كلها شواهد فخلّيني افرض ان
+
+970
+01:10:10,320 --> 01:10:16,600
+والله هي H1 بمعنى هي هندسة حسوب جدش احتمال ان هي
+
+971
+01:10:16,600 --> 01:10:23,060
+تكون هندسة حسوب لأنها تحمل laptop و تحمل T2فإذا
+
+972
+01:10:23,060 --> 01:10:27,440
+فوج فاش كتير مشكلة لكن هنضربهم ضرق في بعض احتمال
+
+973
+01:10:27,440 --> 01:10:31,540
+أن هي هندست حاسوب بالأساس بشكل مطلق وهدي زي ما
+
+974
+01:10:31,540 --> 01:10:35,860
+قلنا على القبول والتسجيل جديش عدد الطالبات كلهم
+
+975
+01:10:35,860 --> 01:10:40,320
+طيب جديش عدد طالبات هندست الحاسوب هدي على هدي
+
+976
+01:10:40,320 --> 01:10:45,100
+خلصناها مافيش فيها مشكلة تمام هنا بصير بدنا نشتغل
+
+977
+01:10:45,100 --> 01:10:55,240
+على probability E1 condition H1 فيB E2 condition
+
+978
+01:10:55,240 --> 01:10:59,000
+H1 و
+
+979
+01:10:59,000 --> 01:11:05,120
+احنا قولنا مدام and سابقا ال and بدرب و ال or
+
+980
+01:11:05,120 --> 01:11:09,640
+مذاكرين و كده طيب احنا هنحتاج الموضوع الكلام هذا
+
+981
+01:11:09,640 --> 01:11:14,840
+نسترجع يعني لاحقا الدرب و القسمة و الجمعة مدام انا
+
+982
+01:11:14,840 --> 01:11:19,300
+بقول and لإن انا شوفت ال two evidences حقيقة انا
+
+983
+01:11:19,300 --> 01:11:26,010
+شوفت ال laptop و شوفتT² and الاتنين موجودين فإذا
+
+984
+01:11:26,010 --> 01:11:31,310
+في الحالة دي أكيد بدي أضرب احتمالية أو جداش نسبة
+
+985
+01:11:31,310 --> 01:11:35,030
+الهندسة الحسوب من اللي بيحمله laptop وجداش نسبة
+
+986
+01:11:35,030 --> 01:11:39,120
+هندسة الحسوب من اللي بيحملهالـ T² فلما أجي أتكلم
+
+987
+01:11:39,120 --> 01:11:42,200
+عن الـ T² هقول لأ معناته بدنا نحسب الباجين فيه
+
+988
+01:11:42,200 --> 01:11:44,240
+الهندسة المعمارية و فيه الهندسة المدنية و فيه سنة
+
+989
+01:11:44,240 --> 01:11:47,780
+أولى كل هدولة بيحملوا بشكل مكثف ال .. ال .. هنا
+
+990
+01:11:47,780 --> 01:11:51,120
+هتطلع هندسة الحاسوب على جد مين اللي بده يحمل الـ
+
+991
+01:11:51,120 --> 01:11:54,980
+T² اللي لسه خليني أقول بدهم يعني كإنين مأجلين
+
+992
+01:11:54,980 --> 01:11:59,140
+المصاق تبع ال .. الرسم الهندسي مثلا okay هتطلع
+
+993
+01:11:59,140 --> 01:12:04,850
+نسبة بس المتوقعة هتكون جليلة شوية نسبياتمام فهي
+
+994
+01:12:04,850 --> 01:12:09,290
+برضه ال evidences نفسها بهذا الشكل .. بهذا الشكل
+
+995
+01:12:09,290 --> 01:12:14,730
+المرة القادمة بناخد مثال على الموضوع ككل و بنحاول
+
+996
+01:12:14,730 --> 01:12:19,530
+على نفس المثال نفترضه أنه والله فعلا في عندي هندسة
+
+997
+01:12:19,530 --> 01:12:29,610
+حسوب اللي هي H1 H2 نفترض أنه هي ال IT H3 ال others
+
+998
+01:12:29,610 --> 01:12:35,800
+خلينا نسميهمو نقول ال evidence الأولى هي ال laptop
+
+999
+01:12:35,800 --> 01:12:45,060
+التانية ال T square نفطرة و مثلا studying AI for
+
+1000
+01:12:45,060 --> 01:12:51,880
+exampleتمام؟ اتصدقوا انها زبطت؟ يعني T² بالنسبة ل
+
+1001
+01:12:51,880 --> 01:12:57,860
+I T تمام؟ يعني بشكل او باخر زبطت فخلينا معناته
+
+1002
+01:12:57,860 --> 01:13:01,080
+نضلنا مركزين على المثال هذا نحله المرة الجاية ان
+
+1003
+01:13:01,080 --> 01:13:04,160
+شاء الله تعالى يلا اعطيكوا العافية بنكمل من هذه
+
+1004
+01:13:04,160 --> 01:13:05,700
+النقطة المرة القادمة ان شاء الله تعالى
+
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/wvUolqJpHd8_raw.json b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/wvUolqJpHd8_raw.json
new file mode 100644
index 0000000000000000000000000000000000000000..6f271f6fc2ee4c56a8b0de3167635d8995cd79eb
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/wvUolqJpHd8_raw.json
@@ -0,0 +1 @@
+{"segments": [{"id": 1, "seek": 2348, "start": 4.98, "end": 23.48, "text": "بسم الله الرحمن الرحيم نكمل في موضوع ال rule based expert system اللي كنا اتكلمنا فيها المرة السابقة و تقريبا شبه خلصناها تبقالنا فقط ناخدلنا مثال عليها و المثال ببساطة جدا نحاول هيك نلخصه كشرح عشان نبدأ نشوف", "tokens": [3555, 38251, 21984, 34892, 5016, 27842, 34892, 5016, 32640, 8717, 24793, 1211, 8978, 3714, 2407, 11242, 45367, 2423, 4978, 2361, 5844, 1185, 13672, 1829, 9122, 8315, 1975, 2655, 4117, 19528, 8315, 8978, 11296, 9673, 25720, 21136, 16758, 28671, 4032, 6055, 4587, 16572, 3555, 995, 13412, 3555, 3224, 16490, 1211, 9381, 8315, 11296, 6055, 3555, 4587, 6027, 8315, 6156, 47432, 8717, 47283, 3215, 1211, 8315, 50113, 6027, 25894, 11296, 4032, 9673, 12984, 6027, 4724, 3555, 3794, 41193, 3660, 10874, 28259, 8717, 5016, 995, 12610, 39896, 4117, 8717, 1211, 9778, 9381, 3224, 9122, 46309, 5016, 6225, 8592, 7649, 8717, 44510, 10721, 8717, 8592, 38688], "avg_logprob": -0.08950242646110868, "compression_ratio": 1.6728971962616823, "no_speech_prob": 1.5497207641601562e-06, "words": [{"start": 4.98, "end": 5.26, "word": "بسم", "probability": 0.92578125}, {"start": 5.26, "end": 5.38, "word": " الله", "probability": 0.95556640625}, {"start": 5.38, "end": 5.7, "word": " الرحمن", "probability": 0.95849609375}, {"start": 5.7, "end": 6.0, "word": " الرحيم", "probability": 0.99462890625}, {"start": 6.0, "end": 6.64, "word": " نكمل", "probability": 0.82177734375}, {"start": 6.64, "end": 7.22, "word": " في", "probability": 0.93505859375}, {"start": 7.22, "end": 7.92, "word": " موضوع", "probability": 0.997314453125}, {"start": 7.92, "end": 8.38, "word": " ال", "probability": 0.958984375}, {"start": 8.38, "end": 8.54, "word": " rule", "probability": 0.74072265625}, {"start": 8.54, "end": 8.84, "word": " based", "probability": 0.6796875}, {"start": 8.84, "end": 9.2, "word": " expert", "probability": 0.73388671875}, {"start": 9.2, "end": 9.7, "word": " system", "probability": 0.97802734375}, {"start": 9.7, "end": 10.68, "word": " اللي", "probability": 0.9130859375}, {"start": 10.68, "end": 10.86, "word": " كنا", "probability": 0.92529296875}, {"start": 10.86, "end": 11.32, "word": " اتكلمنا", "probability": 0.9005859375}, {"start": 11.32, "end": 11.52, "word": " فيها", "probability": 0.982666015625}, {"start": 11.52, "end": 11.8, "word": " المرة", "probability": 0.955078125}, {"start": 11.8, "end": 12.32, "word": " السابقة", "probability": 0.9890950520833334}, {"start": 12.32, "end": 13.0, "word": " و", "probability": 0.48779296875}, {"start": 13.0, "end": 13.82, "word": " تقريبا", "probability": 0.9931640625}, {"start": 13.82, "end": 14.84, "word": " شبه", "probability": 0.87255859375}, {"start": 14.84, "end": 15.56, "word": " خلصناها", "probability": 0.99345703125}, {"start": 15.56, "end": 16.52, "word": " تبقالنا", "probability": 0.86865234375}, {"start": 16.52, "end": 16.86, "word": " فقط", "probability": 0.974609375}, {"start": 16.86, "end": 17.36, "word": " ناخدلنا", "probability": 0.893701171875}, {"start": 17.36, "end": 17.72, "word": " مثال", "probability": 0.994873046875}, {"start": 17.72, "end": 18.22, "word": " عليها", "probability": 0.9814453125}, {"start": 18.22, "end": 18.64, "word": " و", "probability": 0.5458984375}, {"start": 18.64, "end": 19.14, "word": " المثال", "probability": 0.9397786458333334}, {"start": 19.14, "end": 20.0, "word": " ببساطة", "probability": 0.9890625}, {"start": 20.0, "end": 20.3, "word": " جدا", "probability": 0.992431640625}, {"start": 20.3, "end": 20.86, "word": " نحاول", "probability": 0.9769287109375}, {"start": 20.86, "end": 21.1, "word": " هيك", "probability": 0.5731201171875}, {"start": 21.1, "end": 22.02, "word": " نلخصه", "probability": 0.97470703125}, {"start": 22.02, "end": 22.58, "word": " كشرح", "probability": 0.9739583333333334}, {"start": 22.58, "end": 22.88, "word": " عشان", "probability": 0.9825846354166666}, {"start": 22.88, "end": 23.16, "word": " نبدأ", "probability": 0.9679361979166666}, {"start": 23.16, "end": 23.48, "word": " نشوف", "probability": 0.9982096354166666}], "temperature": 1.0}, {"id": 2, "seek": 4522, "start": 23.72, "end": 45.22, "text": "مجموعة ال rules هذه و ن .. و نربطها مع طبيعة المثال نفسه المثال ببساطة بدنا نعمل expert system و طبعا أكيد هيكون معتمد على rule based expert system المطلوب منه أن يكون as a media advisor media advisor إيش يعني؟ يعني بمعنى يعطيني نصيحة أو استشارة", "tokens": [2304, 7435, 2304, 2407, 27884, 2423, 4474, 29538, 4032, 8717, 4386, 4032, 8717, 25513, 9566, 11296, 20449, 23032, 21292, 27884, 9673, 12984, 6027, 8717, 36178, 3224, 9673, 12984, 6027, 4724, 3555, 3794, 41193, 3660, 47525, 8315, 8717, 25957, 1211, 5844, 1185, 4032, 23032, 3555, 3615, 995, 5551, 4117, 25708, 39896, 30544, 3714, 34268, 2304, 3215, 15844, 4978, 2361, 5844, 1185, 9673, 9566, 1211, 37746, 9154, 3224, 14739, 7251, 30544, 382, 257, 3021, 19161, 3021, 19161, 11933, 1829, 8592, 37495, 22653, 22807, 37495, 22653, 4724, 2304, 3615, 1863, 7578, 37495, 9566, 9957, 1829, 8717, 9381, 1829, 5016, 3660, 34051, 44713, 8592, 9640, 3660], "avg_logprob": -0.09390169758241153, "compression_ratio": 1.625, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 23.72, "end": 24.18, "word": "مجموعة", "probability": 0.93935546875}, {"start": 24.18, "end": 24.32, "word": " ال", "probability": 0.990234375}, {"start": 24.32, "end": 24.52, "word": " rules", "probability": 0.87353515625}, {"start": 24.52, "end": 24.9, "word": " هذه", "probability": 0.8486328125}, {"start": 24.9, "end": 25.2, "word": " و", "probability": 0.98291015625}, {"start": 25.2, "end": 25.5, "word": " ن", "probability": 0.453369140625}, {"start": 25.5, "end": 25.8, "word": " ..", "probability": 0.7919921875}, {"start": 25.8, "end": 26.28, "word": " و", "probability": 0.9775390625}, {"start": 26.28, "end": 26.78, "word": " نربطها", "probability": 0.9815673828125}, {"start": 26.78, "end": 26.98, "word": " مع", "probability": 0.99365234375}, {"start": 26.98, "end": 27.36, "word": " طبيعة", "probability": 0.9640299479166666}, {"start": 27.36, "end": 27.72, "word": " المثال", "probability": 0.9847005208333334}, {"start": 27.72, "end": 28.14, "word": " نفسه", "probability": 0.998046875}, {"start": 28.14, "end": 29.08, "word": " المثال", "probability": 0.8709309895833334}, {"start": 29.08, "end": 30.24, "word": " ببساطة", "probability": 0.8734375}, {"start": 30.24, "end": 30.46, "word": " بدنا", "probability": 0.778076171875}, {"start": 30.46, "end": 30.72, "word": " نعمل", "probability": 0.9944661458333334}, {"start": 30.72, "end": 31.06, "word": " expert", "probability": 0.884765625}, {"start": 31.06, "end": 31.56, "word": " system", "probability": 0.96875}, {"start": 31.56, "end": 31.96, "word": " و", "probability": 0.93798828125}, {"start": 31.96, "end": 32.18, "word": " طبعا", "probability": 0.978515625}, {"start": 32.18, "end": 32.54, "word": " أكيد", "probability": 0.9161783854166666}, {"start": 32.54, "end": 32.96, "word": " هيكون", "probability": 0.85498046875}, {"start": 32.96, "end": 33.36, "word": " معتمد", "probability": 0.9324951171875}, {"start": 33.36, "end": 33.58, "word": " على", "probability": 0.857421875}, {"start": 33.58, "end": 34.24, "word": " rule", "probability": 0.89453125}, {"start": 34.24, "end": 34.62, "word": " based", "probability": 0.79052734375}, {"start": 34.62, "end": 35.0, "word": " expert", "probability": 0.92626953125}, {"start": 35.0, "end": 35.52, "word": " system", "probability": 0.970703125}, {"start": 35.52, "end": 37.4, "word": " المطلوب", "probability": 0.9737548828125}, {"start": 37.4, "end": 37.8, "word": " منه", "probability": 0.994384765625}, {"start": 37.8, "end": 38.02, "word": " أن", "probability": 0.57080078125}, {"start": 38.02, "end": 38.48, "word": " يكون", "probability": 0.93310546875}, {"start": 38.48, "end": 39.42, "word": " as", "probability": 0.88037109375}, {"start": 39.42, "end": 39.58, "word": " a", "probability": 0.95361328125}, {"start": 39.58, "end": 39.88, "word": " media", "probability": 0.9296875}, {"start": 39.88, "end": 41.04, "word": " advisor", "probability": 0.85107421875}, {"start": 41.04, "end": 41.52, "word": " media", "probability": 0.47265625}, {"start": 41.52, "end": 41.98, "word": " advisor", "probability": 0.9560546875}, {"start": 41.98, "end": 42.2, "word": " إيش", "probability": 0.8479817708333334}, {"start": 42.2, "end": 42.46, "word": " يعني؟", "probability": 0.9205729166666666}, {"start": 42.46, "end": 42.72, "word": " يعني", "probability": 0.929443359375}, {"start": 42.72, "end": 43.3, "word": " بمعنى", "probability": 0.99404296875}, {"start": 43.3, "end": 43.96, "word": " يعطيني", "probability": 0.8218994140625}, {"start": 43.96, "end": 44.42, "word": " نصيحة", "probability": 0.99833984375}, {"start": 44.42, "end": 44.58, "word": " أو", "probability": 0.9541015625}, {"start": 44.58, "end": 45.22, "word": " استشارة", "probability": 0.9696044921875}], "temperature": 1.0}, {"id": 3, "seek": 6928, "start": 46.1, "end": 69.28, "text": "إيش ال media أو ال medium المناسبة لدورة تدريبية .. لدورة تدريبية الدورة التدريبية عشان نعمل دورة تدريبية و نقول إيش البيئة المناسبة لهذه الدورة معناه ذلك إن أنا محتاج أعرف ال trainees تبعوني اللي هم المتدربين إيش إمكانياتهم؟ إيش البيئة اللي هم بيحبوا يشتغلوا فيها؟ طبعا احنا هنا بنتكلم عن ال trainees بيشتغلوا", "tokens": [28814, 1829, 8592, 2423, 3021, 34051, 2423, 6399, 9673, 8315, 35457, 3660, 5296, 3215, 13063, 3660, 6055, 3215, 16572, 3555, 10632, 4386, 5296, 3215, 13063, 3660, 6055, 3215, 16572, 3555, 10632, 32748, 13063, 3660, 16712, 3215, 16572, 3555, 10632, 6225, 8592, 7649, 8717, 25957, 1211, 11778, 13063, 3660, 6055, 3215, 16572, 3555, 10632, 4032, 8717, 39648, 11933, 1829, 8592, 2423, 21292, 19986, 3660, 9673, 8315, 35457, 3660, 46740, 24192, 32748, 13063, 3660, 20449, 8315, 3224, 29910, 23275, 36145, 41850, 3714, 33753, 26108, 5551, 3615, 28480, 2423, 41316, 6055, 3555, 3615, 11536, 1829, 13672, 1829, 8032, 2304, 9673, 2655, 3215, 25513, 9957, 11933, 1829, 8592, 11933, 2304, 41361, 1829, 9307, 16095, 22807, 11933, 1829, 8592, 2423, 21292, 19986, 3660, 13672, 1829, 8032, 2304, 4724, 1829, 5016, 3555, 14407, 7251, 8592, 2655, 17082, 1211, 14407, 8978, 11296, 22807, 23032, 3555, 3615, 995, 1975, 5016, 8315, 34105, 4724, 29399, 4117, 19528, 18871, 2423, 41316, 4724, 1829, 8592, 2655, 17082, 1211, 14407], "avg_logprob": -0.07370282690854943, "compression_ratio": 2.1693548387096775, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 46.1, "end": 46.46, "word": "إيش", "probability": 0.7898763020833334}, {"start": 46.46, "end": 46.78, "word": " ال", "probability": 0.9423828125}, {"start": 46.78, "end": 47.24, "word": " media", "probability": 0.708984375}, {"start": 47.24, "end": 47.92, "word": " أو", "probability": 0.8759765625}, {"start": 47.92, "end": 48.06, "word": " ال", "probability": 0.98681640625}, {"start": 48.06, "end": 48.34, "word": " medium", "probability": 0.9560546875}, {"start": 48.34, "end": 49.4, "word": " المناسبة", "probability": 0.985595703125}, {"start": 49.4, "end": 50.36, "word": " لدورة", "probability": 0.934326171875}, {"start": 50.36, "end": 50.94, "word": " تدريبية", "probability": 0.9716796875}, {"start": 50.94, "end": 51.2, "word": " ..", "probability": 0.6669921875}, {"start": 51.2, "end": 51.66, "word": " لدورة", "probability": 0.9827880859375}, {"start": 51.66, "end": 52.42, "word": " تدريبية", "probability": 0.9919921875}, {"start": 52.42, "end": 52.98, "word": " الدورة", "probability": 0.9210611979166666}, {"start": 52.98, "end": 53.44, "word": " التدريبية", "probability": 0.9927734375}, {"start": 53.44, "end": 53.7, "word": " عشان", "probability": 0.9773763020833334}, {"start": 53.7, "end": 54.1, "word": " نعمل", "probability": 0.9973958333333334}, {"start": 54.1, "end": 54.58, "word": " دورة", "probability": 0.9954427083333334}, {"start": 54.58, "end": 54.92, "word": " تدريبية", "probability": 0.99296875}, {"start": 54.92, "end": 55.02, "word": " و", "probability": 0.97216796875}, {"start": 55.02, "end": 55.16, "word": " نقول", "probability": 0.942626953125}, {"start": 55.16, "end": 55.36, "word": " إيش", "probability": 0.96875}, {"start": 55.36, "end": 55.7, "word": " البيئة", "probability": 0.964599609375}, {"start": 55.7, "end": 56.24, "word": " المناسبة", "probability": 0.995849609375}, {"start": 56.24, "end": 56.6, "word": " لهذه", "probability": 0.922119140625}, {"start": 56.6, "end": 57.24, "word": " الدورة", "probability": 0.9973958333333334}, {"start": 57.24, "end": 57.78, "word": " معناه", "probability": 0.7228190104166666}, {"start": 57.78, "end": 58.0, "word": " ذلك", "probability": 0.986572265625}, {"start": 58.0, "end": 58.14, "word": " إن", "probability": 0.7021484375}, {"start": 58.14, "end": 58.36, "word": " أنا", "probability": 0.8984375}, {"start": 58.36, "end": 59.54, "word": " محتاج", "probability": 0.9938151041666666}, {"start": 59.54, "end": 60.16, "word": " أعرف", "probability": 0.9767252604166666}, {"start": 60.16, "end": 60.28, "word": " ال", "probability": 0.72314453125}, {"start": 60.28, "end": 60.64, "word": " trainees", "probability": 0.9931640625}, {"start": 60.64, "end": 61.26, "word": " تبعوني", "probability": 0.9396484375}, {"start": 61.26, "end": 61.5, "word": " اللي", "probability": 0.982421875}, {"start": 61.5, "end": 61.64, "word": " هم", "probability": 0.974609375}, {"start": 61.64, "end": 62.5, "word": " المتدربين", "probability": 0.9603515625}, {"start": 62.5, "end": 63.32, "word": " إيش", "probability": 0.8631184895833334}, {"start": 63.32, "end": 64.46, "word": " إمكانياتهم؟", "probability": 0.8902064732142857}, {"start": 64.46, "end": 64.62, "word": " إيش", "probability": 0.96533203125}, {"start": 64.62, "end": 64.96, "word": " البيئة", "probability": 0.986083984375}, {"start": 64.96, "end": 65.06, "word": " اللي", "probability": 0.993896484375}, {"start": 65.06, "end": 65.2, "word": " هم", "probability": 0.876220703125}, {"start": 65.2, "end": 65.58, "word": " بيحبوا", "probability": 0.94560546875}, {"start": 65.58, "end": 66.0, "word": " يشتغلوا", "probability": 0.99267578125}, {"start": 66.0, "end": 66.68, "word": " فيها؟", "probability": 0.9724934895833334}, {"start": 66.68, "end": 66.84, "word": " طبعا", "probability": 0.9884033203125}, {"start": 66.84, "end": 66.98, "word": " احنا", "probability": 0.7588704427083334}, {"start": 66.98, "end": 67.14, "word": " هنا", "probability": 0.330322265625}, {"start": 67.14, "end": 67.78, "word": " بنتكلم", "probability": 0.8621826171875}, {"start": 67.78, "end": 68.0, "word": " عن", "probability": 0.99609375}, {"start": 68.0, "end": 68.16, "word": " ال", "probability": 0.86279296875}, {"start": 68.16, "end": 68.6, "word": " trainees", "probability": 0.99462890625}, {"start": 68.6, "end": 69.28, "word": " بيشتغلوا", "probability": 0.9839564732142857}], "temperature": 1.0}, {"id": 4, "seek": 8786, "start": 69.96, "end": 87.86, "text": "Trainees بيشتغلوا فاحنا بدنا نعطيهم extra skills أو needed skills، مهارات محتاجينها في شغلهم، فمعنى ذلك أنا محتاج أعرف لـ trainees هدول إيش طبيعتهم، من أي ناحية؟ من ناحية ال environment اللي هم بيشتغلوا فيها؟ إيش البيئة؟", "tokens": [51, 11798, 279, 4724, 1829, 8592, 2655, 17082, 1211, 14407, 6156, 39319, 8315, 47525, 8315, 8717, 3615, 9566, 1829, 16095, 2857, 3942, 34051, 2978, 3942, 12399, 3714, 3224, 9640, 9307, 3714, 33753, 26108, 9957, 11296, 8978, 13412, 17082, 1211, 16095, 12399, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 41850, 3714, 33753, 26108, 5551, 3615, 28480, 5296, 39184, 41316, 8032, 3215, 12610, 11933, 1829, 8592, 23032, 21292, 34268, 16095, 12399, 9154, 36632, 8717, 39319, 10632, 22807, 9154, 8717, 39319, 10632, 2423, 2823, 13672, 1829, 8032, 2304, 4724, 1829, 8592, 2655, 17082, 1211, 14407, 8978, 11296, 22807, 11933, 1829, 8592, 2423, 21292, 19986, 3660, 22807], "avg_logprob": -0.09780648988313399, "compression_ratio": 1.6238532110091743, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 69.96, "end": 70.32, "word": "Trainees", "probability": 0.7132975260416666}, {"start": 70.32, "end": 70.7, "word": " بيشتغلوا", "probability": 0.9833286830357143}, {"start": 70.7, "end": 70.92, "word": " فاحنا", "probability": 0.9319661458333334}, {"start": 70.92, "end": 71.1, "word": " بدنا", "probability": 0.892333984375}, {"start": 71.1, "end": 71.62, "word": " نعطيهم", "probability": 0.99619140625}, {"start": 71.62, "end": 73.72, "word": " extra", "probability": 0.94775390625}, {"start": 73.72, "end": 74.24, "word": " skills", "probability": 0.9462890625}, {"start": 74.24, "end": 74.6, "word": " أو", "probability": 0.85400390625}, {"start": 74.6, "end": 76.24, "word": " needed", "probability": 0.92236328125}, {"start": 76.24, "end": 77.88, "word": " skills،", "probability": 0.774658203125}, {"start": 77.88, "end": 78.64, "word": " مهارات", "probability": 0.989501953125}, {"start": 78.64, "end": 79.36, "word": " محتاجينها", "probability": 0.905078125}, {"start": 79.36, "end": 79.54, "word": " في", "probability": 0.912109375}, {"start": 79.54, "end": 80.3, "word": " شغلهم،", "probability": 0.91572265625}, {"start": 80.3, "end": 80.64, "word": " فمعنى", "probability": 0.90859375}, {"start": 80.64, "end": 80.88, "word": " ذلك", "probability": 0.99462890625}, {"start": 80.88, "end": 81.02, "word": " أنا", "probability": 0.7783203125}, {"start": 81.02, "end": 81.42, "word": " محتاج", "probability": 0.9918619791666666}, {"start": 81.42, "end": 81.76, "word": " أعرف", "probability": 0.9210611979166666}, {"start": 81.76, "end": 81.94, "word": " لـ", "probability": 0.827392578125}, {"start": 81.94, "end": 82.22, "word": " trainees", "probability": 0.396484375}, {"start": 82.22, "end": 82.48, "word": " هدول", "probability": 0.9376627604166666}, {"start": 82.48, "end": 82.6, "word": " إيش", "probability": 0.86962890625}, {"start": 82.6, "end": 83.54, "word": " طبيعتهم،", "probability": 0.9396484375}, {"start": 83.54, "end": 83.68, "word": " من", "probability": 0.9921875}, {"start": 83.68, "end": 84.1, "word": " أي", "probability": 0.84130859375}, {"start": 84.1, "end": 84.76, "word": " ناحية؟", "probability": 0.9256591796875}, {"start": 84.76, "end": 84.86, "word": " من", "probability": 0.9560546875}, {"start": 84.86, "end": 85.12, "word": " ناحية", "probability": 0.9921875}, {"start": 85.12, "end": 85.26, "word": " ال", "probability": 0.97314453125}, {"start": 85.26, "end": 85.72, "word": " environment", "probability": 0.95703125}, {"start": 85.72, "end": 86.0, "word": " اللي", "probability": 0.991943359375}, {"start": 86.0, "end": 86.12, "word": " هم", "probability": 0.875732421875}, {"start": 86.12, "end": 86.56, "word": " بيشتغلوا", "probability": 0.9875837053571429}, {"start": 86.56, "end": 87.06, "word": " فيها؟", "probability": 0.8184407552083334}, {"start": 87.06, "end": 87.22, "word": " إيش", "probability": 0.9563802083333334}, {"start": 87.22, "end": 87.86, "word": " البيئة؟", "probability": 0.97978515625}], "temperature": 1.0}, {"id": 5, "seek": 11625, "start": 88.41, "end": 116.25, "text": "اللي بيشتغلوا فيها عادةً بعدين ال job تبعهم إيش بالظبط طبيعة ال job بدنا نتكلم عن ال stimulus response و ال stimulus ال environment بتاعتهم بحيث إنه إيش الوضع المحفز لهم إنه فعلا يستفيدوا من هذه الدورة عشان نتكلم عن هذا الكلام معناته بدأ أكون عارف لل trainees هدول إيش واضحهم مين هم بالظبط فهو هذا بالضبط اللي بدنا نشتغله بحيث إنه أنا أعطيه", "tokens": [6027, 20292, 4724, 1829, 8592, 2655, 17082, 1211, 14407, 8978, 11296, 6225, 18513, 3660, 14111, 39182, 9957, 2423, 1691, 6055, 3555, 3615, 16095, 11933, 1829, 8592, 20666, 19913, 3555, 9566, 23032, 21292, 27884, 2423, 1691, 47525, 8315, 8717, 2655, 4117, 19528, 18871, 2423, 21366, 4134, 4032, 2423, 21366, 2423, 2823, 39894, 995, 34268, 16095, 4724, 5016, 1829, 12984, 36145, 3224, 11933, 1829, 8592, 2423, 2407, 11242, 3615, 9673, 5016, 5172, 11622, 5296, 16095, 36145, 3224, 6156, 3615, 15040, 7251, 14851, 5172, 25708, 14407, 9154, 29538, 32748, 13063, 3660, 6225, 8592, 7649, 8717, 2655, 4117, 19528, 18871, 23758, 2423, 28820, 10943, 20449, 8315, 47395, 47525, 10721, 5551, 30544, 6225, 9640, 5172, 24976, 41316, 8032, 3215, 12610, 11933, 1829, 8592, 4032, 46958, 5016, 16095, 3714, 9957, 8032, 2304, 20666, 19913, 3555, 9566, 6156, 3224, 2407, 23758, 20666, 11242, 3555, 9566, 13672, 1829, 47525, 8315, 8717, 8592, 2655, 17082, 43761, 4724, 5016, 1829, 12984, 36145, 3224, 41850, 5551, 3615, 9566, 1829, 3224], "avg_logprob": -0.11523437825962901, "compression_ratio": 1.8745874587458746, "no_speech_prob": 4.589557647705078e-06, "words": [{"start": 88.41, "end": 88.63, "word": "اللي", "probability": 0.95263671875}, {"start": 88.63, "end": 89.03, "word": " بيشتغلوا", "probability": 0.97900390625}, {"start": 89.03, "end": 89.25, "word": " فيها", "probability": 0.9873046875}, {"start": 89.25, "end": 89.85, "word": " عادةً", "probability": 0.82257080078125}, {"start": 89.85, "end": 90.59, "word": " بعدين", "probability": 0.6864013671875}, {"start": 90.59, "end": 90.81, "word": " ال", "probability": 0.95361328125}, {"start": 90.81, "end": 91.01, "word": " job", "probability": 0.9677734375}, {"start": 91.01, "end": 91.45, "word": " تبعهم", "probability": 0.8953857421875}, {"start": 91.45, "end": 91.61, "word": " إيش", "probability": 0.8680013020833334}, {"start": 91.61, "end": 92.11, "word": " بالظبط", "probability": 0.9942626953125}, {"start": 92.11, "end": 92.71, "word": " طبيعة", "probability": 0.751953125}, {"start": 92.71, "end": 92.85, "word": " ال", "probability": 0.97900390625}, {"start": 92.85, "end": 93.11, "word": " job", "probability": 0.986328125}, {"start": 93.11, "end": 93.95, "word": " بدنا", "probability": 0.824462890625}, {"start": 93.95, "end": 94.51, "word": " نتكلم", "probability": 0.9876708984375}, {"start": 94.51, "end": 94.79, "word": " عن", "probability": 0.99755859375}, {"start": 94.79, "end": 95.55, "word": " ال", "probability": 0.970703125}, {"start": 95.55, "end": 96.09, "word": " stimulus", "probability": 0.95556640625}, {"start": 96.09, "end": 97.49, "word": " response", "probability": 0.96044921875}, {"start": 97.49, "end": 97.71, "word": " و", "probability": 0.76025390625}, {"start": 97.71, "end": 97.77, "word": " ال", "probability": 0.8232421875}, {"start": 97.77, "end": 98.23, "word": " stimulus", "probability": 0.87158203125}, {"start": 98.23, "end": 100.11, "word": " ال", "probability": 0.57666015625}, {"start": 100.11, "end": 101.85, "word": " environment", "probability": 0.7724609375}, {"start": 101.85, "end": 102.45, "word": " بتاعتهم", "probability": 0.96630859375}, {"start": 102.45, "end": 103.07, "word": " بحيث", "probability": 0.9835205078125}, {"start": 103.07, "end": 103.31, "word": " إنه", "probability": 0.772216796875}, {"start": 103.31, "end": 103.53, "word": " إيش", "probability": 0.9664713541666666}, {"start": 103.53, "end": 104.15, "word": " الوضع", "probability": 0.97705078125}, {"start": 104.15, "end": 104.77, "word": " المحفز", "probability": 0.9212646484375}, {"start": 104.77, "end": 105.13, "word": " لهم", "probability": 0.7054443359375}, {"start": 105.13, "end": 105.67, "word": " إنه", "probability": 0.885498046875}, {"start": 105.67, "end": 105.99, "word": " فعلا", "probability": 0.94091796875}, {"start": 105.99, "end": 106.79, "word": " يستفيدوا", "probability": 0.98974609375}, {"start": 106.79, "end": 106.91, "word": " من", "probability": 0.9970703125}, {"start": 106.91, "end": 107.17, "word": " هذه", "probability": 0.97314453125}, {"start": 107.17, "end": 107.61, "word": " الدورة", "probability": 0.99609375}, {"start": 107.61, "end": 108.19, "word": " عشان", "probability": 0.9851888020833334}, {"start": 108.19, "end": 108.51, "word": " نتكلم", "probability": 0.9915771484375}, {"start": 108.51, "end": 108.65, "word": " عن", "probability": 0.982421875}, {"start": 108.65, "end": 108.79, "word": " هذا", "probability": 0.9736328125}, {"start": 108.79, "end": 109.15, "word": " الكلام", "probability": 0.9773763020833334}, {"start": 109.15, "end": 109.47, "word": " معناته", "probability": 0.9500325520833334}, {"start": 109.47, "end": 109.69, "word": " بدأ", "probability": 0.4573974609375}, {"start": 109.69, "end": 109.83, "word": " أكون", "probability": 0.7275390625}, {"start": 109.83, "end": 110.07, "word": " عارف", "probability": 0.94287109375}, {"start": 110.07, "end": 110.19, "word": " لل", "probability": 0.408935546875}, {"start": 110.19, "end": 110.41, "word": " trainees", "probability": 0.96875}, {"start": 110.41, "end": 110.73, "word": " هدول", "probability": 0.91015625}, {"start": 110.73, "end": 110.91, "word": " إيش", "probability": 0.9568684895833334}, {"start": 110.91, "end": 111.35, "word": " واضحهم", "probability": 0.866943359375}, {"start": 111.35, "end": 111.67, "word": " مين", "probability": 0.612060546875}, {"start": 111.67, "end": 111.79, "word": " هم", "probability": 0.86962890625}, {"start": 111.79, "end": 112.57, "word": " بالظبط", "probability": 0.9814453125}, {"start": 112.57, "end": 113.23, "word": " فهو", "probability": 0.9069010416666666}, {"start": 113.23, "end": 113.37, "word": " هذا", "probability": 0.912109375}, {"start": 113.37, "end": 113.79, "word": " بالضبط", "probability": 0.9400634765625}, {"start": 113.79, "end": 114.27, "word": " اللي", "probability": 0.985595703125}, {"start": 114.27, "end": 114.47, "word": " بدنا", "probability": 0.976318359375}, {"start": 114.47, "end": 114.89, "word": " نشتغله", "probability": 0.965625}, {"start": 114.89, "end": 115.41, "word": " بحيث", "probability": 0.97998046875}, {"start": 115.41, "end": 115.59, "word": " إنه", "probability": 0.852783203125}, {"start": 115.59, "end": 115.73, "word": " أنا", "probability": 0.720703125}, {"start": 115.73, "end": 116.25, "word": " أعطيه", "probability": 0.94228515625}], "temperature": 1.0}, {"id": 6, "seek": 13941, "start": 117.48, "end": 139.42, "text": "ال trainee هدول إيش ال job تبعتهم؟ إيش ال environment اللي بيحبوا يشتغلوا فيها؟ وإيش ال stimulus response؟ بمعنى لو طلبت منه task إيش أفضل طريقة بيقدر هو يعبرلي عن .. عن فهمه؟ لما بنتجي نتكلم عن طالب .. بالنسبة للطالب يعني نوعا .. نوعا ما أنه يكتب مثلا على ورق", "tokens": [6027, 40350, 8032, 3215, 12610, 11933, 1829, 8592, 2423, 1691, 6055, 3555, 34268, 16095, 22807, 11933, 1829, 8592, 2423, 2823, 13672, 1829, 4724, 1829, 5016, 3555, 14407, 7251, 8592, 2655, 17082, 1211, 14407, 8978, 11296, 22807, 4032, 28814, 1829, 8592, 2423, 21366, 4134, 22807, 4724, 2304, 3615, 1863, 7578, 45164, 23032, 46152, 2655, 9154, 3224, 5633, 11933, 1829, 8592, 5551, 5172, 11242, 1211, 23032, 16572, 28671, 4724, 1829, 28543, 2288, 31439, 37495, 26890, 20292, 18871, 4386, 18871, 6156, 16095, 3224, 22807, 5296, 15042, 4724, 29399, 7435, 1829, 8717, 2655, 4117, 19528, 18871, 23032, 6027, 3555, 4386, 20666, 1863, 35457, 3660, 24976, 9566, 6027, 3555, 37495, 22653, 8717, 45367, 995, 4386, 8717, 45367, 995, 19446, 14739, 3224, 7251, 4117, 2655, 3555, 50113, 15040, 15844, 4032, 2288, 4587], "avg_logprob": -0.09276574897015188, "compression_ratio": 1.6332046332046333, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 117.48, "end": 117.72, "word": "ال", "probability": 0.83544921875}, {"start": 117.72, "end": 118.06, "word": " trainee", "probability": 0.1314697265625}, {"start": 118.06, "end": 119.82, "word": " هدول", "probability": 0.9749348958333334}, {"start": 119.82, "end": 120.3, "word": " إيش", "probability": 0.86572265625}, {"start": 120.3, "end": 120.4, "word": " ال", "probability": 0.95458984375}, {"start": 120.4, "end": 120.58, "word": " job", "probability": 0.9814453125}, {"start": 120.58, "end": 121.72, "word": " تبعتهم؟", "probability": 0.921484375}, {"start": 121.72, "end": 121.92, "word": " إيش", "probability": 0.9357096354166666}, {"start": 121.92, "end": 122.04, "word": " ال", "probability": 0.986328125}, {"start": 122.04, "end": 122.5, "word": " environment", "probability": 0.9814453125}, {"start": 122.5, "end": 122.7, "word": " اللي", "probability": 0.967041015625}, {"start": 122.7, "end": 123.02, "word": " بيحبوا", "probability": 0.98046875}, {"start": 123.02, "end": 123.42, "word": " يشتغلوا", "probability": 0.9898274739583334}, {"start": 123.42, "end": 124.18, "word": " فيها؟", "probability": 0.9680989583333334}, {"start": 124.18, "end": 124.52, "word": " وإيش", "probability": 0.9415283203125}, {"start": 124.52, "end": 124.66, "word": " ال", "probability": 0.9677734375}, {"start": 124.66, "end": 125.18, "word": " stimulus", "probability": 0.953125}, {"start": 125.18, "end": 126.62, "word": " response؟", "probability": 0.842041015625}, {"start": 126.62, "end": 127.14, "word": " بمعنى", "probability": 0.97548828125}, {"start": 127.14, "end": 127.86, "word": " لو", "probability": 0.9111328125}, {"start": 127.86, "end": 128.3, "word": " طلبت", "probability": 0.9928385416666666}, {"start": 128.3, "end": 128.54, "word": " منه", "probability": 0.992919921875}, {"start": 128.54, "end": 128.94, "word": " task", "probability": 0.9228515625}, {"start": 128.94, "end": 129.36, "word": " إيش", "probability": 0.8977864583333334}, {"start": 129.36, "end": 129.8, "word": " أفضل", "probability": 0.9942626953125}, {"start": 129.8, "end": 130.24, "word": " طريقة", "probability": 0.9962565104166666}, {"start": 130.24, "end": 130.56, "word": " بيقدر", "probability": 0.9884033203125}, {"start": 130.56, "end": 130.68, "word": " هو", "probability": 0.9384765625}, {"start": 130.68, "end": 131.12, "word": " يعبرلي", "probability": 0.7955729166666666}, {"start": 131.12, "end": 131.3, "word": " عن", "probability": 0.99658203125}, {"start": 131.3, "end": 131.76, "word": " ..", "probability": 0.9169921875}, {"start": 131.76, "end": 132.02, "word": " عن", "probability": 0.97900390625}, {"start": 132.02, "end": 133.3, "word": " فهمه؟", "probability": 0.971435546875}, {"start": 133.3, "end": 133.44, "word": " لما", "probability": 0.90234375}, {"start": 133.44, "end": 133.68, "word": " بنتجي", "probability": 0.66326904296875}, {"start": 133.68, "end": 134.08, "word": " نتكلم", "probability": 0.9674072265625}, {"start": 134.08, "end": 134.36, "word": " عن", "probability": 0.99560546875}, {"start": 134.36, "end": 135.1, "word": " طالب", "probability": 0.998046875}, {"start": 135.1, "end": 135.44, "word": " ..", "probability": 0.4619140625}, {"start": 135.44, "end": 135.9, "word": " بالنسبة", "probability": 0.9642333984375}, {"start": 135.9, "end": 136.42, "word": " للطالب", "probability": 0.9605712890625}, {"start": 136.42, "end": 136.92, "word": " يعني", "probability": 0.94482421875}, {"start": 136.92, "end": 137.52, "word": " نوعا", "probability": 0.9303385416666666}, {"start": 137.52, "end": 137.54, "word": " ..", "probability": 0.87451171875}, {"start": 137.54, "end": 137.86, "word": " نوعا", "probability": 0.994140625}, {"start": 137.86, "end": 138.04, "word": " ما", "probability": 0.90087890625}, {"start": 138.04, "end": 138.36, "word": " أنه", "probability": 0.71923828125}, {"start": 138.36, "end": 138.64, "word": " يكتب", "probability": 0.9884033203125}, {"start": 138.64, "end": 138.9, "word": " مثلا", "probability": 0.969970703125}, {"start": 138.9, "end": 139.1, "word": " على", "probability": 0.95556640625}, {"start": 139.1, "end": 139.42, "word": " ورق", "probability": 0.8440755208333334}], "temperature": 1.0}, {"id": 7, "seek": 16946, "start": 140.06, "end": 169.46, "text": "يكتب على ورقة ف papers ممكن تكون عبارة عن papers أو oral أنه يتكلم معايا كلام مثلا يناقشني لكن لما نيجي نتكلم عن واحد بيشتغل فني الحام مثلا أو فني إلكترونيات أو أمور بهذه الشكل هو مش متعود على الورقة و الجلم لما أجي أحطه في دورة ماجيش أقول والله أنا بدي أختبره فاخد هاي ورقة و جلم و اكتبلي إيش بتعرف مش هيعرف يشتغل بهذا الشكل و في الحالة هذه ال evaluation تبعته هتكون خاطئة", "tokens": [1829, 4117, 2655, 3555, 15844, 4032, 2288, 28671, 6156, 10577, 3714, 43020, 6055, 30544, 6225, 3555, 9640, 3660, 18871, 10577, 34051, 19338, 14739, 3224, 7251, 2655, 4117, 19528, 20449, 995, 25528, 28242, 10943, 50113, 15040, 7251, 8315, 4587, 8592, 22653, 44381, 5296, 15042, 8717, 1829, 7435, 1829, 8717, 2655, 4117, 19528, 18871, 36764, 24401, 4724, 1829, 8592, 2655, 17082, 1211, 6156, 22653, 21542, 10943, 50113, 15040, 34051, 6156, 22653, 11933, 23275, 2655, 2288, 11536, 1829, 9307, 34051, 5551, 2304, 13063, 39627, 24192, 25124, 28820, 31439, 37893, 44650, 3615, 23328, 15844, 2423, 13063, 28671, 4032, 25724, 19528, 5296, 15042, 5551, 7435, 1829, 5551, 5016, 9566, 3224, 8978, 11778, 13063, 3660, 3714, 26108, 1829, 8592, 5551, 39648, 16070, 43761, 41850, 4724, 16254, 5551, 46456, 26890, 3224, 6156, 47283, 3215, 8032, 47302, 4032, 2288, 28671, 4032, 10874, 19528, 4032, 1975, 4117, 2655, 3555, 20292, 11933, 1829, 8592, 39894, 3615, 28480, 37893, 39896, 3615, 28480, 7251, 8592, 2655, 17082, 1211, 39627, 15730, 25124, 28820, 4032, 8978, 21542, 6027, 3660, 29538, 2423, 13344, 6055, 3555, 34268, 3224, 8032, 2655, 30544, 16490, 41193, 19986, 3660], "avg_logprob": -0.11059028079940213, "compression_ratio": 1.978527607361963, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 140.06, "end": 140.48, "word": "يكتب", "probability": 0.9730224609375}, {"start": 140.48, "end": 140.62, "word": " على", "probability": 0.94775390625}, {"start": 140.62, "end": 141.0, "word": " ورقة", "probability": 0.9495442708333334}, {"start": 141.0, "end": 141.26, "word": " ف", "probability": 0.853515625}, {"start": 141.26, "end": 141.78, "word": " papers", "probability": 0.92529296875}, {"start": 141.78, "end": 142.36, "word": " ممكن", "probability": 0.97412109375}, {"start": 142.36, "end": 142.76, "word": " تكون", "probability": 0.990234375}, {"start": 142.76, "end": 143.76, "word": " عبارة", "probability": 0.875732421875}, {"start": 143.76, "end": 143.9, "word": " عن", "probability": 0.9873046875}, {"start": 143.9, "end": 144.26, "word": " papers", "probability": 0.96142578125}, {"start": 144.26, "end": 144.58, "word": " أو", "probability": 0.615234375}, {"start": 144.58, "end": 146.06, "word": " oral", "probability": 0.96044921875}, {"start": 146.06, "end": 147.06, "word": " أنه", "probability": 0.7088623046875}, {"start": 147.06, "end": 147.38, "word": " يتكلم", "probability": 0.9949951171875}, {"start": 147.38, "end": 147.66, "word": " معايا", "probability": 0.9685872395833334}, {"start": 147.66, "end": 148.0, "word": " كلام", "probability": 0.950927734375}, {"start": 148.0, "end": 148.3, "word": " مثلا", "probability": 0.98046875}, {"start": 148.3, "end": 148.86, "word": " يناقشني", "probability": 0.9263671875}, {"start": 148.86, "end": 149.36, "word": " لكن", "probability": 0.8154296875}, {"start": 149.36, "end": 149.54, "word": " لما", "probability": 0.878662109375}, {"start": 149.54, "end": 149.7, "word": " نيجي", "probability": 0.75164794921875}, {"start": 149.7, "end": 150.1, "word": " نتكلم", "probability": 0.98193359375}, {"start": 150.1, "end": 150.34, "word": " عن", "probability": 0.98828125}, {"start": 150.34, "end": 151.04, "word": " واحد", "probability": 0.992919921875}, {"start": 151.04, "end": 151.42, "word": " بيشتغل", "probability": 0.9746907552083334}, {"start": 151.42, "end": 151.84, "word": " فني", "probability": 0.8388671875}, {"start": 151.84, "end": 152.56, "word": " الحام", "probability": 0.75439453125}, {"start": 152.56, "end": 152.88, "word": " مثلا", "probability": 0.994384765625}, {"start": 152.88, "end": 153.06, "word": " أو", "probability": 0.7236328125}, {"start": 153.06, "end": 153.46, "word": " فني", "probability": 0.931396484375}, {"start": 153.46, "end": 154.98, "word": " إلكترونيات", "probability": 0.8816615513392857}, {"start": 154.98, "end": 155.14, "word": " أو", "probability": 0.91943359375}, {"start": 155.14, "end": 155.4, "word": " أمور", "probability": 0.98486328125}, {"start": 155.4, "end": 155.7, "word": " بهذه", "probability": 0.833740234375}, {"start": 155.7, "end": 156.08, "word": " الشكل", "probability": 0.985107421875}, {"start": 156.08, "end": 156.64, "word": " هو", "probability": 0.73291015625}, {"start": 156.64, "end": 156.74, "word": " مش", "probability": 0.9912109375}, {"start": 156.74, "end": 157.08, "word": " متعود", "probability": 0.9905598958333334}, {"start": 157.08, "end": 157.2, "word": " على", "probability": 0.8232421875}, {"start": 157.2, "end": 157.4, "word": " الورقة", "probability": 0.8201497395833334}, {"start": 157.4, "end": 157.5, "word": " و", "probability": 0.7568359375}, {"start": 157.5, "end": 157.76, "word": " الجلم", "probability": 0.943603515625}, {"start": 157.76, "end": 158.46, "word": " لما", "probability": 0.84130859375}, {"start": 158.46, "end": 158.66, "word": " أجي", "probability": 0.9104817708333334}, {"start": 158.66, "end": 159.02, "word": " أحطه", "probability": 0.97900390625}, {"start": 159.02, "end": 159.12, "word": " في", "probability": 0.947265625}, {"start": 159.12, "end": 159.46, "word": " دورة", "probability": 0.9954427083333334}, {"start": 159.46, "end": 160.12, "word": " ماجيش", "probability": 0.87939453125}, {"start": 160.12, "end": 160.32, "word": " أقول", "probability": 0.951171875}, {"start": 160.32, "end": 160.58, "word": " والله", "probability": 0.833984375}, {"start": 160.58, "end": 160.76, "word": " أنا", "probability": 0.81591796875}, {"start": 160.76, "end": 161.0, "word": " بدي", "probability": 0.83203125}, {"start": 161.0, "end": 161.66, "word": " أختبره", "probability": 0.9359130859375}, {"start": 161.66, "end": 162.16, "word": " فاخد", "probability": 0.8767903645833334}, {"start": 162.16, "end": 162.28, "word": " هاي", "probability": 0.690185546875}, {"start": 162.28, "end": 162.52, "word": " ورقة", "probability": 0.9705403645833334}, {"start": 162.52, "end": 162.66, "word": " و", "probability": 0.7470703125}, {"start": 162.66, "end": 162.88, "word": " جلم", "probability": 0.89013671875}, {"start": 162.88, "end": 163.4, "word": " و", "probability": 0.84130859375}, {"start": 163.4, "end": 163.92, "word": " اكتبلي", "probability": 0.84296875}, {"start": 163.92, "end": 164.04, "word": " إيش", "probability": 0.828125}, {"start": 164.04, "end": 164.52, "word": " بتعرف", "probability": 0.97607421875}, {"start": 164.52, "end": 165.06, "word": " مش", "probability": 0.8583984375}, {"start": 165.06, "end": 165.44, "word": " هيعرف", "probability": 0.9689127604166666}, {"start": 165.44, "end": 165.86, "word": " يشتغل", "probability": 0.9970703125}, {"start": 165.86, "end": 166.1, "word": " بهذا", "probability": 0.94775390625}, {"start": 166.1, "end": 166.44, "word": " الشكل", "probability": 0.992919921875}, {"start": 166.44, "end": 166.82, "word": " و", "probability": 0.79833984375}, {"start": 166.82, "end": 167.2, "word": " في", "probability": 0.5576171875}, {"start": 167.2, "end": 167.46, "word": " الحالة", "probability": 0.9871419270833334}, {"start": 167.46, "end": 167.62, "word": " هذه", "probability": 0.301513671875}, {"start": 167.62, "end": 167.72, "word": " ال", "probability": 0.94921875}, {"start": 167.72, "end": 168.16, "word": " evaluation", "probability": 0.984375}, {"start": 168.16, "end": 168.6, "word": " تبعته", "probability": 0.8935546875}, {"start": 168.6, "end": 168.92, "word": " هتكون", "probability": 0.9244791666666666}, {"start": 168.92, "end": 169.46, "word": " خاطئة", "probability": 0.9837646484375}], "temperature": 1.0}, {"id": 8, "seek": 18236, "start": 169.98, "end": 182.36, "text": "أكون .. هكون قيمته بشكل خاطئ تماما فال response اللي أنا مستنيه منه الاستجابة لازم يكون فيه محفز له stimulus response إيش الشيء المحفز له إنه أقوله لأ خد هاي مجموعة مواد", "tokens": [10721, 30544, 4386, 8032, 30544, 12174, 32640, 47395, 4724, 8592, 28820, 16490, 41193, 19986, 46811, 10943, 995, 6156, 6027, 4134, 13672, 1829, 41850, 3714, 14851, 22653, 3224, 9154, 3224, 42963, 14851, 7435, 16758, 3660, 5296, 31377, 2304, 7251, 30544, 8978, 3224, 3714, 5016, 5172, 11622, 46740, 21366, 4134, 11933, 1829, 8592, 25124, 1829, 38207, 9673, 5016, 5172, 11622, 46740, 36145, 3224, 5551, 39648, 3224, 5296, 10721, 16490, 3215, 8032, 47302, 3714, 7435, 2304, 2407, 27884, 3714, 14407, 3215], "avg_logprob": -0.15911787371092204, "compression_ratio": 1.5698324022346368, "no_speech_prob": 1.9073486328125e-06, "words": [{"start": 169.98, "end": 170.4, "word": "أكون", "probability": 0.77099609375}, {"start": 170.4, "end": 170.52, "word": " ..", "probability": 0.76806640625}, {"start": 170.52, "end": 170.78, "word": " هكون", "probability": 0.73974609375}, {"start": 170.78, "end": 171.22, "word": " قيمته", "probability": 0.9767252604166666}, {"start": 171.22, "end": 171.56, "word": " بشكل", "probability": 0.9939778645833334}, {"start": 171.56, "end": 172.2, "word": " خاطئ", "probability": 0.9869791666666666}, {"start": 172.2, "end": 172.58, "word": " تماما", "probability": 0.9617513020833334}, {"start": 172.58, "end": 173.18, "word": " فال", "probability": 0.6827392578125}, {"start": 173.18, "end": 173.62, "word": " response", "probability": 0.80908203125}, {"start": 173.62, "end": 173.76, "word": " اللي", "probability": 0.8759765625}, {"start": 173.76, "end": 173.92, "word": " أنا", "probability": 0.720703125}, {"start": 173.92, "end": 174.84, "word": " مستنيه", "probability": 0.86474609375}, {"start": 174.84, "end": 175.0, "word": " منه", "probability": 0.976318359375}, {"start": 175.0, "end": 175.76, "word": " الاستجابة", "probability": 0.963671875}, {"start": 175.76, "end": 176.3, "word": " لازم", "probability": 0.9847005208333334}, {"start": 176.3, "end": 176.54, "word": " يكون", "probability": 0.9921875}, {"start": 176.54, "end": 176.72, "word": " فيه", "probability": 0.85107421875}, {"start": 176.72, "end": 177.16, "word": " محفز", "probability": 0.881103515625}, {"start": 177.16, "end": 177.26, "word": " له", "probability": 0.399169921875}, {"start": 177.26, "end": 177.6, "word": " stimulus", "probability": 0.3095703125}, {"start": 177.6, "end": 178.56, "word": " response", "probability": 0.9541015625}, {"start": 178.56, "end": 178.8, "word": " إيش", "probability": 0.7349446614583334}, {"start": 178.8, "end": 179.08, "word": " الشيء", "probability": 0.8986002604166666}, {"start": 179.08, "end": 179.64, "word": " المحفز", "probability": 0.986083984375}, {"start": 179.64, "end": 179.86, "word": " له", "probability": 0.8271484375}, {"start": 179.86, "end": 180.32, "word": " إنه", "probability": 0.63232421875}, {"start": 180.32, "end": 180.62, "word": " أقوله", "probability": 0.8466796875}, {"start": 180.62, "end": 180.86, "word": " لأ", "probability": 0.979736328125}, {"start": 180.86, "end": 181.34, "word": " خد", "probability": 0.97119140625}, {"start": 181.34, "end": 181.46, "word": " هاي", "probability": 0.735107421875}, {"start": 181.46, "end": 181.86, "word": " مجموعة", "probability": 0.93017578125}, {"start": 181.86, "end": 182.36, "word": " مواد", "probability": 0.9793294270833334}], "temperature": 1.0}, {"id": 9, "seek": 21159, "start": 183.21, "end": 211.59, "text": "ويعمللي منتج زي هذا ساعتها بقيمه حسب البيئة اللي هو جاي منها اللي هو بيشتغل منها أساسا فبتكون في الحالة هذه الدورة التدريبية كتير أفيد من مجرد كلام في الهواء ويطلع مستفدش منها أي شيء فببساطة جدا احنا بدنا نعطي مواصفات ل trainees عشان هو يقوللي ايش ال medium المناسبة هل تكون ورشة عمل لأ ممكن نحطه في قاعة تدرسية زي هذا لازم أروح أحجزله مختبر", "tokens": [2407, 1829, 25957, 1211, 20292, 9154, 2655, 7435, 30767, 1829, 23758, 8608, 995, 34268, 11296, 4724, 38436, 2304, 3224, 11331, 35457, 2423, 21292, 19986, 3660, 13672, 1829, 31439, 10874, 47302, 9154, 11296, 13672, 1829, 31439, 4724, 1829, 8592, 2655, 17082, 1211, 9154, 11296, 5551, 3794, 32277, 995, 6156, 3555, 2655, 30544, 8978, 21542, 6027, 3660, 29538, 32748, 13063, 3660, 16712, 3215, 16572, 3555, 10632, 9122, 2655, 13546, 5551, 5172, 25708, 9154, 3714, 7435, 2288, 3215, 28242, 10943, 8978, 2423, 3224, 2407, 16606, 4032, 1829, 9566, 1211, 3615, 3714, 14851, 5172, 3215, 8592, 9154, 11296, 36632, 44049, 38207, 6156, 3555, 3555, 3794, 41193, 3660, 10874, 28259, 1975, 5016, 8315, 47525, 8315, 8717, 3615, 9566, 1829, 3714, 2407, 33546, 5172, 9307, 5296, 41316, 6225, 8592, 7649, 31439, 7251, 39648, 20292, 1975, 1829, 8592, 2423, 6399, 9673, 8315, 35457, 3660, 8032, 1211, 6055, 30544, 4032, 2288, 8592, 3660, 6225, 42213, 5296, 10721, 3714, 43020, 8717, 5016, 9566, 3224, 8978, 12174, 45761, 3660, 6055, 3215, 2288, 3794, 10632, 30767, 1829, 23758, 5296, 31377, 2304, 5551, 32887, 5016, 5551, 5016, 7435, 11622, 43761, 3714, 46456, 26890], "avg_logprob": -0.17616757513075085, "compression_ratio": 1.8962264150943395, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 183.21, "end": 183.73, "word": "ويعمللي", "probability": 0.662939453125}, {"start": 183.73, "end": 184.09, "word": " منتج", "probability": 0.87646484375}, {"start": 184.09, "end": 184.43, "word": " زي", "probability": 0.974609375}, {"start": 184.43, "end": 184.67, "word": " هذا", "probability": 0.9453125}, {"start": 184.67, "end": 185.71, "word": " ساعتها", "probability": 0.80120849609375}, {"start": 185.71, "end": 186.29, "word": " بقيمه", "probability": 0.8656005859375}, {"start": 186.29, "end": 187.27, "word": " حسب", "probability": 0.93603515625}, {"start": 187.27, "end": 187.61, "word": " البيئة", "probability": 0.804534912109375}, {"start": 187.61, "end": 187.73, "word": " اللي", "probability": 0.805419921875}, {"start": 187.73, "end": 187.83, "word": " هو", "probability": 0.81494140625}, {"start": 187.83, "end": 188.01, "word": " جاي", "probability": 0.893798828125}, {"start": 188.01, "end": 188.19, "word": " منها", "probability": 0.988525390625}, {"start": 188.19, "end": 188.29, "word": " اللي", "probability": 0.77490234375}, {"start": 188.29, "end": 188.35, "word": " هو", "probability": 0.44970703125}, {"start": 188.35, "end": 188.61, "word": " بيشتغل", "probability": 0.7210693359375}, {"start": 188.61, "end": 188.85, "word": " منها", "probability": 0.991455078125}, {"start": 188.85, "end": 189.29, "word": " أساسا", "probability": 0.9244384765625}, {"start": 189.29, "end": 190.19, "word": " فبتكون", "probability": 0.841796875}, {"start": 190.19, "end": 190.53, "word": " في", "probability": 0.9208984375}, {"start": 190.53, "end": 190.87, "word": " الحالة", "probability": 0.97412109375}, {"start": 190.87, "end": 191.19, "word": " هذه", "probability": 0.80322265625}, {"start": 191.19, "end": 192.69, "word": " الدورة", "probability": 0.9568684895833334}, {"start": 192.69, "end": 193.29, "word": " التدريبية", "probability": 0.9896484375}, {"start": 193.29, "end": 194.13, "word": " كتير", "probability": 0.8053385416666666}, {"start": 194.13, "end": 194.61, "word": " أفيد", "probability": 0.7445475260416666}, {"start": 194.61, "end": 194.91, "word": " من", "probability": 0.9541015625}, {"start": 194.91, "end": 195.35, "word": " مجرد", "probability": 0.9189453125}, {"start": 195.35, "end": 195.59, "word": " كلام", "probability": 0.975341796875}, {"start": 195.59, "end": 195.73, "word": " في", "probability": 0.9228515625}, {"start": 195.73, "end": 196.03, "word": " الهواء", "probability": 0.84521484375}, {"start": 196.03, "end": 196.57, "word": " ويطلع", "probability": 0.8984375}, {"start": 196.57, "end": 197.19, "word": " مستفدش", "probability": 0.766455078125}, {"start": 197.19, "end": 197.39, "word": " منها", "probability": 0.980712890625}, {"start": 197.39, "end": 197.53, "word": " أي", "probability": 0.435791015625}, {"start": 197.53, "end": 197.77, "word": " شيء", "probability": 0.84375}, {"start": 197.77, "end": 198.53, "word": " فببساطة", "probability": 0.9745279947916666}, {"start": 198.53, "end": 198.87, "word": " جدا", "probability": 0.988037109375}, {"start": 198.87, "end": 199.41, "word": " احنا", "probability": 0.8837890625}, {"start": 199.41, "end": 199.61, "word": " بدنا", "probability": 0.85546875}, {"start": 199.61, "end": 199.95, "word": " نعطي", "probability": 0.996337890625}, {"start": 199.95, "end": 200.75, "word": " مواصفات", "probability": 0.96640625}, {"start": 200.75, "end": 200.87, "word": " ل", "probability": 0.69384765625}, {"start": 200.87, "end": 201.21, "word": " trainees", "probability": 0.365478515625}, {"start": 201.21, "end": 202.25, "word": " عشان", "probability": 0.9728190104166666}, {"start": 202.25, "end": 202.79, "word": " هو", "probability": 0.7333984375}, {"start": 202.79, "end": 203.13, "word": " يقوللي", "probability": 0.87353515625}, {"start": 203.13, "end": 203.29, "word": " ايش", "probability": 0.8069661458333334}, {"start": 203.29, "end": 203.49, "word": " ال", "probability": 0.94189453125}, {"start": 203.49, "end": 204.01, "word": " medium", "probability": 0.9150390625}, {"start": 204.01, "end": 205.15, "word": " المناسبة", "probability": 0.9945068359375}, {"start": 205.15, "end": 205.67, "word": " هل", "probability": 0.97607421875}, {"start": 205.67, "end": 205.89, "word": " تكون", "probability": 0.93994140625}, {"start": 205.89, "end": 206.21, "word": " ورشة", "probability": 0.959228515625}, {"start": 206.21, "end": 206.43, "word": " عمل", "probability": 0.98388671875}, {"start": 206.43, "end": 206.65, "word": " لأ", "probability": 0.75732421875}, {"start": 206.65, "end": 206.89, "word": " ممكن", "probability": 0.326904296875}, {"start": 206.89, "end": 207.41, "word": " نحطه", "probability": 0.7418212890625}, {"start": 207.41, "end": 207.51, "word": " في", "probability": 0.9326171875}, {"start": 207.51, "end": 207.97, "word": " قاعة", "probability": 0.8190104166666666}, {"start": 207.97, "end": 208.57, "word": " تدرسية", "probability": 0.9064453125}, {"start": 208.57, "end": 208.77, "word": " زي", "probability": 0.951904296875}, {"start": 208.77, "end": 208.93, "word": " هذا", "probability": 0.865234375}, {"start": 208.93, "end": 209.21, "word": " لازم", "probability": 0.9482421875}, {"start": 209.21, "end": 209.53, "word": " أروح", "probability": 0.8064778645833334}, {"start": 209.53, "end": 210.37, "word": " أحجزله", "probability": 0.8564453125}, {"start": 210.37, "end": 211.59, "word": " مختبر", "probability": 0.98486328125}], "temperature": 1.0}, {"id": 10, "seek": 22921, "start": 212.25, "end": 229.21, "text": "ولا لأ قاع زي هذه مناسبة ولا يمكن حتى مش محتاج مكان نهائيًا، يمكن التعليم مدمج أو تعليم إلكتروني مناسب وخلاص، أعطيه مادة علمية أسلمه إياها ويقرأها لحاله، فبدنا نشوف إيش ال medium أو الوسط الناقل الأمثل", "tokens": [12610, 995, 5296, 10721, 12174, 45761, 30767, 1829, 29538, 3714, 8315, 35457, 3660, 49429, 7251, 43020, 11331, 49975, 37893, 3714, 33753, 26108, 3714, 41361, 8717, 3224, 16373, 1829, 14111, 995, 12399, 7251, 43020, 16712, 3615, 20292, 2304, 3714, 40448, 7435, 34051, 37279, 20292, 2304, 11933, 23275, 2655, 2288, 11536, 1829, 3714, 8315, 35457, 4032, 9778, 1211, 33546, 12399, 5551, 3615, 9566, 1829, 3224, 3714, 18513, 3660, 11203, 2304, 10632, 5551, 3794, 19528, 3224, 11933, 25528, 11296, 4032, 1829, 4587, 2288, 10721, 11296, 5296, 5016, 6027, 3224, 12399, 6156, 44510, 8315, 8717, 8592, 38688, 11933, 1829, 8592, 2423, 6399, 34051, 2423, 41779, 9566, 28239, 995, 4587, 1211, 16247, 2304, 12984, 1211], "avg_logprob": -0.11528716296763034, "compression_ratio": 1.6901408450704225, "no_speech_prob": 7.152557373046875e-07, "words": [{"start": 212.25, "end": 212.57, "word": "ولا", "probability": 0.849609375}, {"start": 212.57, "end": 213.03, "word": " لأ", "probability": 0.952392578125}, {"start": 213.03, "end": 213.29, "word": " قاع", "probability": 0.922607421875}, {"start": 213.29, "end": 213.49, "word": " زي", "probability": 0.9306640625}, {"start": 213.49, "end": 213.63, "word": " هذه", "probability": 0.55029296875}, {"start": 213.63, "end": 214.25, "word": " مناسبة", "probability": 0.964599609375}, {"start": 214.25, "end": 214.63, "word": " ولا", "probability": 0.318115234375}, {"start": 214.63, "end": 214.89, "word": " يمكن", "probability": 0.97412109375}, {"start": 214.89, "end": 215.15, "word": " حتى", "probability": 0.937744140625}, {"start": 215.15, "end": 215.29, "word": " مش", "probability": 0.97314453125}, {"start": 215.29, "end": 215.61, "word": " محتاج", "probability": 0.9931640625}, {"start": 215.61, "end": 215.91, "word": " مكان", "probability": 0.9833984375}, {"start": 215.91, "end": 216.65, "word": " نهائيًا،", "probability": 0.7700544084821429}, {"start": 216.65, "end": 216.95, "word": " يمكن", "probability": 0.982666015625}, {"start": 216.95, "end": 219.31, "word": " التعليم", "probability": 0.9425048828125}, {"start": 219.31, "end": 219.63, "word": " مدمج", "probability": 0.9386393229166666}, {"start": 219.63, "end": 219.73, "word": " أو", "probability": 0.8916015625}, {"start": 219.73, "end": 220.01, "word": " تعليم", "probability": 0.8865559895833334}, {"start": 220.01, "end": 220.43, "word": " إلكتروني", "probability": 0.9354654947916666}, {"start": 220.43, "end": 220.83, "word": " مناسب", "probability": 0.90673828125}, {"start": 220.83, "end": 221.73, "word": " وخلاص،", "probability": 0.878125}, {"start": 221.73, "end": 222.09, "word": " أعطيه", "probability": 0.939453125}, {"start": 222.09, "end": 222.33, "word": " مادة", "probability": 0.9742838541666666}, {"start": 222.33, "end": 222.75, "word": " علمية", "probability": 0.9417317708333334}, {"start": 222.75, "end": 223.29, "word": " أسلمه", "probability": 0.8388671875}, {"start": 223.29, "end": 223.63, "word": " إياها", "probability": 0.8948567708333334}, {"start": 223.63, "end": 224.29, "word": " ويقرأها", "probability": 0.8612467447916666}, {"start": 224.29, "end": 225.39, "word": " لحاله،", "probability": 0.91435546875}, {"start": 225.39, "end": 225.99, "word": " فبدنا", "probability": 0.9430338541666666}, {"start": 225.99, "end": 226.25, "word": " نشوف", "probability": 0.9962565104166666}, {"start": 226.25, "end": 226.47, "word": " إيش", "probability": 0.9026692708333334}, {"start": 226.47, "end": 226.63, "word": " ال", "probability": 0.9912109375}, {"start": 226.63, "end": 227.03, "word": " medium", "probability": 0.9189453125}, {"start": 227.03, "end": 227.33, "word": " أو", "probability": 0.92822265625}, {"start": 227.33, "end": 227.77, "word": " الوسط", "probability": 0.98828125}, {"start": 227.77, "end": 228.35, "word": " الناقل", "probability": 0.8736572265625}, {"start": 228.35, "end": 229.21, "word": " الأمثل", "probability": 0.8773193359375}], "temperature": 1.0}, {"id": 11, "seek": 24307, "start": 230.67, "end": 243.07, "text": "للمعلومة بين المدرب والمتدرب فهذا ببساطة اللي هنتكلم عنه كمثال لليوم فخلينا نشوف مجموعة ال rules اللي انا محتاجها ال rules اللي هنحتاجها لبناء هذا", "tokens": [1211, 19528, 30241, 20498, 3660, 49374, 9673, 3215, 25513, 16070, 2304, 2655, 3215, 25513, 6156, 3224, 15730, 4724, 3555, 3794, 41193, 3660, 13672, 1829, 8032, 29399, 4117, 19528, 18871, 3224, 9122, 2304, 12984, 6027, 5296, 20292, 20498, 6156, 9778, 20292, 8315, 8717, 8592, 38688, 3714, 7435, 2304, 2407, 27884, 2423, 4474, 13672, 1829, 1975, 8315, 3714, 33753, 26108, 11296, 2423, 4474, 13672, 1829, 8032, 1863, 33753, 26108, 11296, 5296, 3555, 1863, 16606, 23758], "avg_logprob": -0.10562711279537226, "compression_ratio": 1.6973684210526316, "no_speech_prob": 1.9788742065429688e-05, "words": [{"start": 230.67000000000002, "end": 231.55, "word": "للمعلومة", "probability": 0.84013671875}, {"start": 231.55, "end": 231.93, "word": " بين", "probability": 0.8603515625}, {"start": 231.93, "end": 233.29, "word": " المدرب", "probability": 0.9791666666666666}, {"start": 233.29, "end": 234.37, "word": " والمتدرب", "probability": 0.9392578125}, {"start": 234.37, "end": 234.97, "word": " فهذا", "probability": 0.8468424479166666}, {"start": 234.97, "end": 235.57, "word": " ببساطة", "probability": 0.97626953125}, {"start": 235.57, "end": 236.29, "word": " اللي", "probability": 0.871826171875}, {"start": 236.29, "end": 236.77, "word": " هنتكلم", "probability": 0.870849609375}, {"start": 236.77, "end": 237.03, "word": " عنه", "probability": 0.98095703125}, {"start": 237.03, "end": 237.47, "word": " كمثال", "probability": 0.9652099609375}, {"start": 237.47, "end": 237.79, "word": " لليوم", "probability": 0.9020182291666666}, {"start": 237.79, "end": 238.41, "word": " فخلينا", "probability": 0.7718505859375}, {"start": 238.41, "end": 238.79, "word": " نشوف", "probability": 0.9938151041666666}, {"start": 238.79, "end": 239.23, "word": " مجموعة", "probability": 0.9169921875}, {"start": 239.23, "end": 239.41, "word": " ال", "probability": 0.98095703125}, {"start": 239.41, "end": 239.63, "word": " rules", "probability": 0.849609375}, {"start": 239.63, "end": 239.79, "word": " اللي", "probability": 0.984375}, {"start": 239.79, "end": 239.91, "word": " انا", "probability": 0.7354736328125}, {"start": 239.91, "end": 240.57, "word": " محتاجها", "probability": 0.9910888671875}, {"start": 240.57, "end": 241.21, "word": " ال", "probability": 0.84130859375}, {"start": 241.21, "end": 241.43, "word": " rules", "probability": 0.84228515625}, {"start": 241.43, "end": 241.57, "word": " اللي", "probability": 0.987060546875}, {"start": 241.57, "end": 242.25, "word": " هنحتاجها", "probability": 0.9373046875}, {"start": 242.25, "end": 242.75, "word": " لبناء", "probability": 0.98291015625}, {"start": 242.75, "end": 243.07, "word": " هذا", "probability": 0.98193359375}], "temperature": 1.0}, {"id": 12, "seek": 25925, "start": 244.47, "end": 259.25, "text": "الموديل أو هذا ال expert system الرول الأولى إذا ال environment is papers إذا كان والله البيئة بتاعتنا زي احنا مثلا طلاب و مدرسين و أساتذة و بنتعامل مع الأوراق عادة إيش البيئة اللي احنا بنتعامل فيها؟ أوراق، مكتب عليه ورق", "tokens": [45340, 2407, 16254, 1211, 34051, 23758, 2423, 5844, 1185, 34892, 12610, 16247, 12610, 7578, 11933, 15730, 2423, 2823, 307, 10577, 11933, 15730, 25961, 16070, 43761, 2423, 21292, 19986, 3660, 39894, 995, 34268, 8315, 30767, 1829, 1975, 5016, 8315, 50113, 15040, 23032, 15040, 3555, 4032, 3714, 3215, 2288, 3794, 9957, 4032, 5551, 3794, 9307, 8848, 3660, 4032, 44945, 2655, 3615, 10943, 1211, 20449, 16247, 13063, 995, 4587, 6225, 18513, 3660, 11933, 1829, 8592, 2423, 21292, 19986, 3660, 13672, 1829, 1975, 5016, 8315, 44945, 2655, 3615, 10943, 1211, 8978, 11296, 22807, 5551, 13063, 995, 4587, 12399, 3714, 4117, 2655, 3555, 47356, 4032, 2288, 4587], "avg_logprob": -0.12621359946658312, "compression_ratio": 1.6849315068493151, "no_speech_prob": 3.933906555175781e-06, "words": [{"start": 244.47, "end": 245.19, "word": "الموديل", "probability": 0.61456298828125}, {"start": 245.19, "end": 245.37, "word": " أو", "probability": 0.86669921875}, {"start": 245.37, "end": 245.59, "word": " هذا", "probability": 0.9306640625}, {"start": 245.59, "end": 245.69, "word": " ال", "probability": 0.9755859375}, {"start": 245.69, "end": 245.93, "word": " expert", "probability": 0.66650390625}, {"start": 245.93, "end": 246.39, "word": " system", "probability": 0.96875}, {"start": 246.39, "end": 247.07, "word": " الرول", "probability": 0.7286376953125}, {"start": 247.07, "end": 247.47, "word": " الأولى", "probability": 0.9685872395833334}, {"start": 247.47, "end": 247.75, "word": " إذا", "probability": 0.846435546875}, {"start": 247.75, "end": 248.11, "word": " ال", "probability": 0.98291015625}, {"start": 248.11, "end": 248.57, "word": " environment", "probability": 0.9658203125}, {"start": 248.57, "end": 249.01, "word": " is", "probability": 0.93359375}, {"start": 249.01, "end": 249.73, "word": " papers", "probability": 0.90576171875}, {"start": 249.73, "end": 250.49, "word": " إذا", "probability": 0.78076171875}, {"start": 250.49, "end": 250.65, "word": " كان", "probability": 0.9931640625}, {"start": 250.65, "end": 250.97, "word": " والله", "probability": 0.939697265625}, {"start": 250.97, "end": 251.85, "word": " البيئة", "probability": 0.947998046875}, {"start": 251.85, "end": 252.23, "word": " بتاعتنا", "probability": 0.86273193359375}, {"start": 252.23, "end": 252.41, "word": " زي", "probability": 0.93896484375}, {"start": 252.41, "end": 252.57, "word": " احنا", "probability": 0.8673502604166666}, {"start": 252.57, "end": 252.89, "word": " مثلا", "probability": 0.870361328125}, {"start": 252.89, "end": 253.39, "word": " طلاب", "probability": 0.9742838541666666}, {"start": 253.39, "end": 253.45, "word": " و", "probability": 0.99560546875}, {"start": 253.45, "end": 253.89, "word": " مدرسين", "probability": 0.96005859375}, {"start": 253.89, "end": 253.97, "word": " و", "probability": 0.97119140625}, {"start": 253.97, "end": 254.35, "word": " أساتذة", "probability": 0.92255859375}, {"start": 254.35, "end": 254.41, "word": " و", "probability": 0.96923828125}, {"start": 254.41, "end": 254.79, "word": " بنتعامل", "probability": 0.89921875}, {"start": 254.79, "end": 254.91, "word": " مع", "probability": 0.990234375}, {"start": 254.91, "end": 255.29, "word": " الأوراق", "probability": 0.9940185546875}, {"start": 255.29, "end": 256.01, "word": " عادة", "probability": 0.9557291666666666}, {"start": 256.01, "end": 256.27, "word": " إيش", "probability": 0.7518717447916666}, {"start": 256.27, "end": 256.65, "word": " البيئة", "probability": 0.9864501953125}, {"start": 256.65, "end": 256.75, "word": " اللي", "probability": 0.973876953125}, {"start": 256.75, "end": 256.89, "word": " احنا", "probability": 0.8279622395833334}, {"start": 256.89, "end": 257.33, "word": " بنتعامل", "probability": 0.928515625}, {"start": 257.33, "end": 257.99, "word": " فيها؟", "probability": 0.8411458333333334}, {"start": 257.99, "end": 258.43, "word": " أوراق،", "probability": 0.9205078125}, {"start": 258.43, "end": 258.69, "word": " مكتب", "probability": 0.99462890625}, {"start": 258.69, "end": 258.91, "word": " عليه", "probability": 0.89208984375}, {"start": 258.91, "end": 259.25, "word": " ورق", "probability": 0.8199869791666666}], "temperature": 1.0}, {"id": 13, "seek": 28347, "start": 259.97, "end": 283.47, "text": "بنتعامل مع ال environment طبعا or ال environment is manual عبارة عن كتيبات و تقارير و حاجات manual كلها أو ال environment بتاعتنا البيئة بتاعتنا هي documents هي وثائق أو ال text box كتب فكل هذي بيئة عمل بيئة عمل إيش يعني؟ معناته أنه أنا لما بدي أدور على معلومة عادة هي مصادر", "tokens": [3555, 29399, 3615, 10943, 1211, 20449, 2423, 2823, 23032, 3555, 3615, 995, 420, 2423, 2823, 307, 9688, 6225, 3555, 9640, 3660, 18871, 9122, 31371, 3555, 9307, 4032, 6055, 4587, 9640, 13546, 4032, 11331, 26108, 9307, 9688, 28242, 11296, 34051, 2423, 2823, 39894, 995, 34268, 8315, 2423, 21292, 19986, 3660, 39894, 995, 34268, 8315, 39896, 8512, 39896, 4032, 12984, 16373, 4587, 34051, 2423, 2487, 2424, 9122, 2655, 3555, 6156, 28820, 8032, 8848, 1829, 4724, 1829, 19986, 3660, 6225, 42213, 4724, 1829, 19986, 3660, 6225, 42213, 11933, 1829, 8592, 37495, 22653, 22807, 20449, 8315, 47395, 14739, 3224, 41850, 5296, 15042, 4724, 16254, 5551, 3215, 13063, 15844, 20449, 1211, 20498, 3660, 6225, 18513, 3660, 39896, 3714, 9381, 18513, 2288], "avg_logprob": -0.14289530423971322, "compression_ratio": 1.8033472803347281, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 259.97, "end": 260.83, "word": "بنتعامل", "probability": 0.91572265625}, {"start": 260.83, "end": 261.07, "word": " مع", "probability": 0.99365234375}, {"start": 261.07, "end": 261.55, "word": " ال", "probability": 0.96142578125}, {"start": 261.55, "end": 261.99, "word": " environment", "probability": 0.96240234375}, {"start": 261.99, "end": 262.83, "word": " طبعا", "probability": 0.93603515625}, {"start": 262.83, "end": 263.13, "word": " or", "probability": 0.89208984375}, {"start": 263.13, "end": 263.41, "word": " ال", "probability": 0.888671875}, {"start": 263.41, "end": 263.75, "word": " environment", "probability": 0.974609375}, {"start": 263.75, "end": 264.17, "word": " is", "probability": 0.95947265625}, {"start": 264.17, "end": 264.67, "word": " manual", "probability": 0.9267578125}, {"start": 264.67, "end": 265.91, "word": " عبارة", "probability": 0.8974609375}, {"start": 265.91, "end": 266.07, "word": " عن", "probability": 0.9970703125}, {"start": 266.07, "end": 266.67, "word": " كتيبات", "probability": 0.898681640625}, {"start": 266.67, "end": 267.01, "word": " و", "probability": 0.77099609375}, {"start": 267.01, "end": 267.83, "word": " تقارير", "probability": 0.9921875}, {"start": 267.83, "end": 268.05, "word": " و", "probability": 0.9462890625}, {"start": 268.05, "end": 268.53, "word": " حاجات", "probability": 0.9755859375}, {"start": 268.53, "end": 268.81, "word": " manual", "probability": 0.90380859375}, {"start": 268.81, "end": 269.29, "word": " كلها", "probability": 0.967529296875}, {"start": 269.29, "end": 269.75, "word": " أو", "probability": 0.73779296875}, {"start": 269.75, "end": 270.13, "word": " ال", "probability": 0.994140625}, {"start": 270.13, "end": 270.57, "word": " environment", "probability": 0.98046875}, {"start": 270.57, "end": 270.97, "word": " بتاعتنا", "probability": 0.9564208984375}, {"start": 270.97, "end": 271.29, "word": " البيئة", "probability": 0.7811279296875}, {"start": 271.29, "end": 271.61, "word": " بتاعتنا", "probability": 0.95947265625}, {"start": 271.61, "end": 271.79, "word": " هي", "probability": 0.93017578125}, {"start": 271.79, "end": 272.25, "word": " documents", "probability": 0.8583984375}, {"start": 272.25, "end": 272.87, "word": " هي", "probability": 0.5087890625}, {"start": 272.87, "end": 273.45, "word": " وثائق", "probability": 0.9913330078125}, {"start": 273.45, "end": 274.41, "word": " أو", "probability": 0.5546875}, {"start": 274.41, "end": 274.63, "word": " ال", "probability": 0.76171875}, {"start": 274.63, "end": 275.47, "word": " text", "probability": 0.90576171875}, {"start": 275.47, "end": 275.93, "word": " box", "probability": 0.85302734375}, {"start": 275.93, "end": 276.79, "word": " كتب", "probability": 0.9383138020833334}, {"start": 276.79, "end": 277.59, "word": " فكل", "probability": 0.94287109375}, {"start": 277.59, "end": 278.29, "word": " هذي", "probability": 0.54638671875}, {"start": 278.29, "end": 278.71, "word": " بيئة", "probability": 0.8778076171875}, {"start": 278.71, "end": 279.09, "word": " عمل", "probability": 0.991943359375}, {"start": 279.09, "end": 279.83, "word": " بيئة", "probability": 0.864501953125}, {"start": 279.83, "end": 280.05, "word": " عمل", "probability": 0.9814453125}, {"start": 280.05, "end": 280.25, "word": " إيش", "probability": 0.8271484375}, {"start": 280.25, "end": 280.55, "word": " يعني؟", "probability": 0.7989908854166666}, {"start": 280.55, "end": 280.85, "word": " معناته", "probability": 0.9296875}, {"start": 280.85, "end": 281.05, "word": " أنه", "probability": 0.58056640625}, {"start": 281.05, "end": 281.19, "word": " أنا", "probability": 0.7353515625}, {"start": 281.19, "end": 281.33, "word": " لما", "probability": 0.93017578125}, {"start": 281.33, "end": 281.51, "word": " بدي", "probability": 0.783203125}, {"start": 281.51, "end": 281.77, "word": " أدور", "probability": 0.9669596354166666}, {"start": 281.77, "end": 281.95, "word": " على", "probability": 0.84130859375}, {"start": 281.95, "end": 282.45, "word": " معلومة", "probability": 0.9940185546875}, {"start": 282.45, "end": 282.87, "word": " عادة", "probability": 0.9837239583333334}, {"start": 282.87, "end": 283.03, "word": " هي", "probability": 0.521484375}, {"start": 283.03, "end": 283.47, "word": " مصادر", "probability": 0.92578125}], "temperature": 1.0}, {"id": 14, "seek": 31274, "start": 284.26, "end": 312.74, "text": "لما بتعمل response، هاي مصادر ال response بعدين، بدي أكتب على paper، على ورق، كويس؟ فهذه البيئة اللي عادة بتعمل فيها، فهنا في الحالة دي بقدر أقول إن ال stimulus situation، فإذا الوضع المحفز اللي فعلا بخليني أحسس إن أنا في شغل لسه، مش في دورة تدريبية مختلفة عن طبيعة شغلي، إنه أكون ال situation is variable كويس؟ إنه أتكلم أنا و الناس اللي معايا، زي إما إحنا في محاضرة علمية، بنتناقش", "tokens": [1211, 15042, 39894, 25957, 1211, 4134, 12399, 8032, 47302, 3714, 9381, 18513, 2288, 2423, 4134, 39182, 9957, 12399, 4724, 16254, 5551, 4117, 2655, 3555, 15844, 3035, 12399, 15844, 4032, 2288, 4587, 12399, 9122, 45865, 3794, 22807, 6156, 3224, 24192, 2423, 21292, 19986, 3660, 13672, 1829, 6225, 18513, 3660, 39894, 25957, 1211, 8978, 11296, 12399, 6156, 3224, 8315, 8978, 21542, 6027, 3660, 11778, 1829, 4724, 28543, 2288, 5551, 39648, 36145, 2423, 21366, 2590, 12399, 6156, 28814, 15730, 2423, 2407, 11242, 3615, 9673, 5016, 5172, 11622, 13672, 1829, 6156, 3615, 15040, 4724, 9778, 1211, 9957, 1829, 5551, 5016, 3794, 3794, 36145, 41850, 8978, 13412, 17082, 1211, 5296, 3794, 3224, 12399, 37893, 8978, 11778, 13063, 3660, 6055, 3215, 16572, 3555, 10632, 3714, 46456, 46538, 3660, 18871, 23032, 21292, 27884, 13412, 17082, 20292, 12399, 36145, 3224, 5551, 30544, 2423, 2590, 307, 7006, 9122, 45865, 3794, 22807, 36145, 3224, 5551, 2655, 4117, 19528, 41850, 4032, 2423, 8315, 3794, 13672, 1829, 20449, 995, 25528, 12399, 30767, 1829, 11933, 15042, 11933, 5016, 8315, 8978, 3714, 5016, 46958, 25720, 11203, 2304, 10632, 12399, 44945, 2655, 8315, 4587, 8592], "avg_logprob": -0.12819406077348067, "compression_ratio": 1.8761061946902655, "no_speech_prob": 1.3113021850585938e-06, "words": [{"start": 284.26, "end": 284.54, "word": "لما", "probability": 0.79150390625}, {"start": 284.54, "end": 284.84, "word": " بتعمل", "probability": 0.9612630208333334}, {"start": 284.84, "end": 285.4, "word": " response،", "probability": 0.6064453125}, {"start": 285.4, "end": 285.5, "word": " هاي", "probability": 0.671875}, {"start": 285.5, "end": 285.88, "word": " مصادر", "probability": 0.9810791015625}, {"start": 285.88, "end": 286.0, "word": " ال", "probability": 0.7822265625}, {"start": 286.0, "end": 286.34, "word": " response", "probability": 0.8173828125}, {"start": 286.34, "end": 286.9, "word": " بعدين،", "probability": 0.6012369791666666}, {"start": 286.9, "end": 287.08, "word": " بدي", "probability": 0.88037109375}, {"start": 287.08, "end": 287.32, "word": " أكتب", "probability": 0.9156494140625}, {"start": 287.32, "end": 287.46, "word": " على", "probability": 0.92138671875}, {"start": 287.46, "end": 287.82, "word": " paper،", "probability": 0.783935546875}, {"start": 287.82, "end": 287.92, "word": " على", "probability": 0.91064453125}, {"start": 287.92, "end": 288.74, "word": " ورق،", "probability": 0.943115234375}, {"start": 288.74, "end": 289.26, "word": " كويس؟", "probability": 0.9144287109375}, {"start": 289.26, "end": 289.92, "word": " فهذه", "probability": 0.8212890625}, {"start": 289.92, "end": 290.72, "word": " البيئة", "probability": 0.9735107421875}, {"start": 290.72, "end": 290.86, "word": " اللي", "probability": 0.935791015625}, {"start": 290.86, "end": 291.16, "word": " عادة", "probability": 0.9830729166666666}, {"start": 291.16, "end": 291.62, "word": " بتعمل", "probability": 0.849609375}, {"start": 291.62, "end": 292.28, "word": " فيها،", "probability": 0.9112955729166666}, {"start": 292.28, "end": 292.52, "word": " فهنا", "probability": 0.9788411458333334}, {"start": 292.52, "end": 292.62, "word": " في", "probability": 0.90185546875}, {"start": 292.62, "end": 292.9, "word": " الحالة", "probability": 0.9827473958333334}, {"start": 292.9, "end": 293.0, "word": " دي", "probability": 0.94873046875}, {"start": 293.0, "end": 293.26, "word": " بقدر", "probability": 0.9716796875}, {"start": 293.26, "end": 293.42, "word": " أقول", "probability": 0.935791015625}, {"start": 293.42, "end": 293.54, "word": " إن", "probability": 0.272216796875}, {"start": 293.54, "end": 293.62, "word": " ال", "probability": 0.9697265625}, {"start": 293.62, "end": 294.04, "word": " stimulus", "probability": 0.9609375}, {"start": 294.04, "end": 295.22, "word": " situation،", "probability": 0.666259765625}, {"start": 295.22, "end": 295.46, "word": " فإذا", "probability": 0.896484375}, {"start": 295.46, "end": 295.94, "word": " الوضع", "probability": 0.9884033203125}, {"start": 295.94, "end": 296.76, "word": " المحفز", "probability": 0.913818359375}, {"start": 296.76, "end": 297.74, "word": " اللي", "probability": 0.914306640625}, {"start": 297.74, "end": 298.1, "word": " فعلا", "probability": 0.9236653645833334}, {"start": 298.1, "end": 298.86, "word": " بخليني", "probability": 0.8771484375}, {"start": 298.86, "end": 299.2, "word": " أحسس", "probability": 0.9434814453125}, {"start": 299.2, "end": 299.36, "word": " إن", "probability": 0.80078125}, {"start": 299.36, "end": 299.54, "word": " أنا", "probability": 0.9697265625}, {"start": 299.54, "end": 299.7, "word": " في", "probability": 0.97607421875}, {"start": 299.7, "end": 300.0, "word": " شغل", "probability": 0.9812825520833334}, {"start": 300.0, "end": 301.28, "word": " لسه،", "probability": 0.9111328125}, {"start": 301.28, "end": 301.5, "word": " مش", "probability": 0.96826171875}, {"start": 301.5, "end": 301.64, "word": " في", "probability": 0.978515625}, {"start": 301.64, "end": 301.9, "word": " دورة", "probability": 0.9957682291666666}, {"start": 301.9, "end": 302.26, "word": " تدريبية", "probability": 0.85400390625}, {"start": 302.26, "end": 302.78, "word": " مختلفة", "probability": 0.9927978515625}, {"start": 302.78, "end": 302.92, "word": " عن", "probability": 0.98095703125}, {"start": 302.92, "end": 303.22, "word": " طبيعة", "probability": 0.9630533854166666}, {"start": 303.22, "end": 303.86, "word": " شغلي،", "probability": 0.9432373046875}, {"start": 303.86, "end": 304.12, "word": " إنه", "probability": 0.9228515625}, {"start": 304.12, "end": 304.52, "word": " أكون", "probability": 0.980224609375}, {"start": 304.52, "end": 305.06, "word": " ال", "probability": 0.92138671875}, {"start": 305.06, "end": 305.46, "word": " situation", "probability": 0.98876953125}, {"start": 305.46, "end": 305.86, "word": " is", "probability": 0.9658203125}, {"start": 305.86, "end": 306.46, "word": " variable", "probability": 0.81201171875}, {"start": 306.46, "end": 308.76, "word": " كويس؟", "probability": 0.8382568359375}, {"start": 308.76, "end": 308.94, "word": " إنه", "probability": 0.9443359375}, {"start": 308.94, "end": 309.34, "word": " أتكلم", "probability": 0.983154296875}, {"start": 309.34, "end": 309.48, "word": " أنا", "probability": 0.89697265625}, {"start": 309.48, "end": 309.62, "word": " و", "probability": 0.68408203125}, {"start": 309.62, "end": 310.12, "word": " الناس", "probability": 0.9674479166666666}, {"start": 310.12, "end": 310.22, "word": " اللي", "probability": 0.991455078125}, {"start": 310.22, "end": 310.54, "word": " معايا،", "probability": 0.714599609375}, {"start": 310.54, "end": 310.54, "word": " زي", "probability": 0.981689453125}, {"start": 310.54, "end": 310.64, "word": " إما", "probability": 0.627685546875}, {"start": 310.64, "end": 310.8, "word": " إحنا", "probability": 0.87158203125}, {"start": 310.8, "end": 311.4, "word": " في", "probability": 0.9814453125}, {"start": 311.4, "end": 311.82, "word": " محاضرة", "probability": 0.9879150390625}, {"start": 311.82, "end": 312.18, "word": " علمية،", "probability": 0.7965087890625}, {"start": 312.18, "end": 312.74, "word": " بنتناقش", "probability": 0.95166015625}], "temperature": 1.0}, {"id": 15, "seek": 31936, "start": 313.42, "end": 319.36, "text": "بصير نقاش إذا احنا فعلا متعودين على قراءة كتب، متعودين على ال manuals، متعودين على ال documents", "tokens": [3555, 9381, 13546, 8717, 4587, 33599, 11933, 15730, 1975, 5016, 8315, 6156, 3615, 15040, 44650, 3615, 23328, 9957, 15844, 12174, 2288, 16606, 3660, 9122, 2655, 3555, 12399, 44650, 3615, 23328, 9957, 15844, 2423, 9688, 82, 12399, 44650, 3615, 23328, 9957, 15844, 2423, 8512], "avg_logprob": -0.10324928621676835, "compression_ratio": 1.5047619047619047, "no_speech_prob": 0.0, "words": [{"start": 313.42, "end": 313.82, "word": "بصير", "probability": 0.9475911458333334}, {"start": 313.82, "end": 314.2, "word": " نقاش", "probability": 0.9913736979166666}, {"start": 314.2, "end": 314.62, "word": " إذا", "probability": 0.821533203125}, {"start": 314.62, "end": 314.8, "word": " احنا", "probability": 0.8388671875}, {"start": 314.8, "end": 315.04, "word": " فعلا", "probability": 0.9352213541666666}, {"start": 315.04, "end": 315.54, "word": " متعودين", "probability": 0.98486328125}, {"start": 315.54, "end": 315.78, "word": " على", "probability": 0.89306640625}, {"start": 315.78, "end": 316.54, "word": " قراءة", "probability": 0.8897705078125}, {"start": 316.54, "end": 317.16, "word": " كتب،", "probability": 0.85931396484375}, {"start": 317.16, "end": 317.62, "word": " متعودين", "probability": 0.99072265625}, {"start": 317.62, "end": 317.76, "word": " على", "probability": 0.9130859375}, {"start": 317.76, "end": 317.88, "word": " ال", "probability": 0.9052734375}, {"start": 317.88, "end": 318.38, "word": " manuals،", "probability": 0.75732421875}, {"start": 318.38, "end": 318.76, "word": " متعودين", "probability": 0.992431640625}, {"start": 318.76, "end": 318.9, "word": " على", "probability": 0.97265625}, {"start": 318.9, "end": 318.98, "word": " ال", "probability": 0.9609375}, {"start": 318.98, "end": 319.36, "word": " documents", "probability": 0.884765625}], "temperature": 1.0}, {"id": 16, "seek": 34954, "start": 320.3, "end": 349.54, "text": "ال documents سبعتنا ال papers الحاجات هذه فالطبيعي جدا اللي بنفهمه انه معنى ذلك ال .. البيئة المحفزة او الوضع المحفز لل trainees هنا هي الكلام وهذا هو اللي بيصير انتوا هيكوا جاعدين فانا عارف ان الوضع المحفز المفروض ان هو الكلام فانا جاعد بتكلم معاكوا هين مش جاعدين نتكلم مع بعض هين فإذا طريقة الشرح لازم تكون من خلال حديث من خلال ال .. ال variable او ال .. الفاظ اللفظ", "tokens": [6027, 4166, 82, 8608, 3555, 34268, 8315, 2423, 10577, 21542, 26108, 9307, 29538, 6156, 6027, 9566, 21292, 3615, 1829, 10874, 28259, 13672, 1829, 44945, 5172, 16095, 3224, 16472, 3224, 20449, 1863, 7578, 29910, 23275, 2423, 4386, 2423, 21292, 19986, 3660, 9673, 5016, 5172, 11622, 3660, 1975, 2407, 2423, 2407, 11242, 3615, 9673, 5016, 5172, 11622, 24976, 41316, 34105, 39896, 2423, 28820, 10943, 37037, 15730, 31439, 13672, 1829, 4724, 1829, 9381, 13546, 16472, 2655, 14407, 39896, 4117, 14407, 10874, 995, 22488, 9957, 6156, 7649, 995, 6225, 9640, 5172, 16472, 2423, 2407, 11242, 3615, 9673, 5016, 5172, 11622, 9673, 5172, 32887, 11242, 16472, 31439, 2423, 28820, 10943, 6156, 7649, 995, 10874, 995, 22488, 39894, 4117, 19528, 20449, 995, 4117, 14407, 8032, 9957, 37893, 10874, 995, 22488, 9957, 8717, 2655, 4117, 19528, 20449, 45030, 11242, 8032, 9957, 6156, 28814, 15730, 23032, 16572, 28671, 25124, 2288, 5016, 5296, 31377, 2304, 6055, 30544, 9154, 16490, 1211, 6027, 11331, 16254, 12984, 9154, 16490, 1211, 6027, 2423, 4386, 2423, 7006, 1975, 2407, 2423, 4386, 27188, 5718, 116, 13672, 5172, 19913], "avg_logprob": -0.12347342245195103, "compression_ratio": 2.0794701986754967, "no_speech_prob": 4.589557647705078e-06, "words": [{"start": 320.3, "end": 320.52, "word": "ال", "probability": 0.85302734375}, {"start": 320.52, "end": 320.88, "word": " documents", "probability": 0.5556640625}, {"start": 320.88, "end": 321.16, "word": " سبعتنا", "probability": 0.8477783203125}, {"start": 321.16, "end": 321.28, "word": " ال", "probability": 0.72412109375}, {"start": 321.28, "end": 321.6, "word": " papers", "probability": 0.95556640625}, {"start": 321.6, "end": 322.04, "word": " الحاجات", "probability": 0.9646809895833334}, {"start": 322.04, "end": 322.34, "word": " هذه", "probability": 0.87890625}, {"start": 322.34, "end": 323.36, "word": " فالطبيعي", "probability": 0.938720703125}, {"start": 323.36, "end": 323.76, "word": " جدا", "probability": 0.992919921875}, {"start": 323.76, "end": 324.36, "word": " اللي", "probability": 0.896240234375}, {"start": 324.36, "end": 324.84, "word": " بنفهمه", "probability": 0.9554443359375}, {"start": 324.84, "end": 325.06, "word": " انه", "probability": 0.62255859375}, {"start": 325.06, "end": 325.38, "word": " معنى", "probability": 0.82470703125}, {"start": 325.38, "end": 325.74, "word": " ذلك", "probability": 0.994140625}, {"start": 325.74, "end": 326.28, "word": " ال", "probability": 0.90625}, {"start": 326.28, "end": 326.28, "word": " ..", "probability": 0.70166015625}, {"start": 326.28, "end": 326.7, "word": " البيئة", "probability": 0.9617919921875}, {"start": 326.7, "end": 327.62, "word": " المحفزة", "probability": 0.9427734375}, {"start": 327.62, "end": 328.06, "word": " او", "probability": 0.82666015625}, {"start": 328.06, "end": 328.7, "word": " الوضع", "probability": 0.992919921875}, {"start": 328.7, "end": 329.54, "word": " المحفز", "probability": 0.9871826171875}, {"start": 329.54, "end": 330.0, "word": " لل", "probability": 0.7392578125}, {"start": 330.0, "end": 330.36, "word": " trainees", "probability": 0.89013671875}, {"start": 330.36, "end": 330.72, "word": " هنا", "probability": 0.982421875}, {"start": 330.72, "end": 331.3, "word": " هي", "probability": 0.923828125}, {"start": 331.3, "end": 332.42, "word": " الكلام", "probability": 0.96142578125}, {"start": 332.42, "end": 333.06, "word": " وهذا", "probability": 0.787841796875}, {"start": 333.06, "end": 333.2, "word": " هو", "probability": 0.99609375}, {"start": 333.2, "end": 333.32, "word": " اللي", "probability": 0.98828125}, {"start": 333.32, "end": 333.7, "word": " بيصير", "probability": 0.9266357421875}, {"start": 333.7, "end": 334.04, "word": " انتوا", "probability": 0.8671875}, {"start": 334.04, "end": 334.24, "word": " هيكوا", "probability": 0.9459635416666666}, {"start": 334.24, "end": 334.68, "word": " جاعدين", "probability": 0.9542236328125}, {"start": 334.68, "end": 335.22, "word": " فانا", "probability": 0.9635416666666666}, {"start": 335.22, "end": 335.48, "word": " عارف", "probability": 0.98486328125}, {"start": 335.48, "end": 335.6, "word": " ان", "probability": 0.806640625}, {"start": 335.6, "end": 335.84, "word": " الوضع", "probability": 0.96875}, {"start": 335.84, "end": 336.3, "word": " المحفز", "probability": 0.9857177734375}, {"start": 336.3, "end": 336.6, "word": " المفروض", "probability": 0.9920654296875}, {"start": 336.6, "end": 336.66, "word": " ان", "probability": 0.69140625}, {"start": 336.66, "end": 336.74, "word": " هو", "probability": 0.436767578125}, {"start": 336.74, "end": 337.04, "word": " الكلام", "probability": 0.9521484375}, {"start": 337.04, "end": 337.24, "word": " فانا", "probability": 0.97265625}, {"start": 337.24, "end": 337.4, "word": " جاعد", "probability": 0.8074544270833334}, {"start": 337.4, "end": 337.72, "word": " بتكلم", "probability": 0.8421223958333334}, {"start": 337.72, "end": 338.08, "word": " معاكوا", "probability": 0.8570556640625}, {"start": 338.08, "end": 338.26, "word": " هين", "probability": 0.759033203125}, {"start": 338.26, "end": 338.8, "word": " مش", "probability": 0.5986328125}, {"start": 338.8, "end": 339.0, "word": " جاعدين", "probability": 0.9564208984375}, {"start": 339.0, "end": 339.38, "word": " نتكلم", "probability": 0.83526611328125}, {"start": 339.38, "end": 339.5, "word": " مع", "probability": 0.99560546875}, {"start": 339.5, "end": 339.74, "word": " بعض", "probability": 0.997314453125}, {"start": 339.74, "end": 339.96, "word": " هين", "probability": 0.770751953125}, {"start": 339.96, "end": 340.76, "word": " فإذا", "probability": 0.7737630208333334}, {"start": 340.76, "end": 341.66, "word": " طريقة", "probability": 0.9931640625}, {"start": 341.66, "end": 342.18, "word": " الشرح", "probability": 0.99267578125}, {"start": 342.18, "end": 342.64, "word": " لازم", "probability": 0.9967447916666666}, {"start": 342.64, "end": 343.02, "word": " تكون", "probability": 0.990966796875}, {"start": 343.02, "end": 343.34, "word": " من", "probability": 0.998046875}, {"start": 343.34, "end": 343.8, "word": " خلال", "probability": 0.99462890625}, {"start": 343.8, "end": 344.52, "word": " حديث", "probability": 0.9833984375}, {"start": 344.52, "end": 345.4, "word": " من", "probability": 0.9609375}, {"start": 345.4, "end": 346.2, "word": " خلال", "probability": 0.9109700520833334}, {"start": 346.2, "end": 346.64, "word": " ال", "probability": 0.982421875}, {"start": 346.64, "end": 346.64, "word": " ..", "probability": 0.765625}, {"start": 346.64, "end": 346.88, "word": " ال", "probability": 0.9833984375}, {"start": 346.88, "end": 347.2, "word": " variable", "probability": 0.7734375}, {"start": 347.2, "end": 347.76, "word": " او", "probability": 0.770263671875}, {"start": 347.76, "end": 348.4, "word": " ال", "probability": 0.5341796875}, {"start": 348.4, "end": 348.4, "word": " ..", "probability": 0.8740234375}, {"start": 348.4, "end": 349.06, "word": " الفاظ", "probability": 0.6139322916666666}, {"start": 349.06, "end": 349.54, "word": " اللفظ", "probability": 0.8741861979166666}], "temperature": 1.0}, {"id": 17, "seek": 36208, "start": 349.82, "end": 362.08, "text": "تمام أما إذا كانت ال environment هي عبارة rule رقم اتنين if the environment is pictures, environment is illustrations, environment is photographs", "tokens": [39237, 10943, 5551, 15042, 11933, 15730, 25961, 2655, 2423, 2823, 39896, 6225, 3555, 9640, 3660, 4978, 12602, 4587, 2304, 1975, 2655, 1863, 9957, 498, 264, 2823, 307, 5242, 11, 2823, 307, 34540, 11, 2823, 307, 17649], "avg_logprob": -0.10768581322721534, "compression_ratio": 1.3643410852713178, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 349.82, "end": 350.72, "word": "تمام", "probability": 0.90673828125}, {"start": 350.72, "end": 351.3, "word": " أما", "probability": 0.7296142578125}, {"start": 351.3, "end": 351.5, "word": " إذا", "probability": 0.927734375}, {"start": 351.5, "end": 352.02, "word": " كانت", "probability": 0.9912109375}, {"start": 352.02, "end": 352.24, "word": " ال", "probability": 0.982421875}, {"start": 352.24, "end": 352.68, "word": " environment", "probability": 0.951171875}, {"start": 352.68, "end": 353.0, "word": " هي", "probability": 0.9052734375}, {"start": 353.0, "end": 353.36, "word": " عبارة", "probability": 0.99169921875}, {"start": 353.36, "end": 353.62, "word": " rule", "probability": 0.689453125}, {"start": 353.62, "end": 353.88, "word": " رقم", "probability": 0.9925130208333334}, {"start": 353.88, "end": 354.24, "word": " اتنين", "probability": 0.9366455078125}, {"start": 354.24, "end": 354.86, "word": " if", "probability": 0.642578125}, {"start": 354.86, "end": 355.4, "word": " the", "probability": 0.8359375}, {"start": 355.4, "end": 355.82, "word": " environment", "probability": 0.93994140625}, {"start": 355.82, "end": 356.14, "word": " is", "probability": 0.974609375}, {"start": 356.14, "end": 356.78, "word": " pictures,", "probability": 0.79638671875}, {"start": 357.84, "end": 358.22, "word": " environment", "probability": 0.91015625}, {"start": 358.22, "end": 358.68, "word": " is", "probability": 0.96923828125}, {"start": 358.68, "end": 359.66, "word": " illustrations,", "probability": 0.93603515625}, {"start": 360.34, "end": 360.66, "word": " environment", "probability": 0.94140625}, {"start": 360.66, "end": 361.12, "word": " is", "probability": 0.970703125}, {"start": 361.12, "end": 362.08, "word": " photographs", "probability": 0.8310546875}], "temperature": 1.0}, {"id": 18, "seek": 39161, "start": 363.33, "end": 391.61, "text": "is diagrams ففي الحالة دي أكيد ال stimulus situation الوضع المحفز لل trainee او لل trainees اللي هيكونوا موجودين هي visual هي الأمور المرئية ناس بتعاملوا مع ال pictures مع الرسوم التوضحية مع الصور مع الإضاحات فإذا طبيعي جدا مش حاجة بتكتبله كلام المنطق أنه بتعاملوا مع حاجة visual سواء visual", "tokens": [271, 36709, 6156, 41185, 21542, 6027, 3660, 11778, 1829, 5551, 4117, 25708, 2423, 21366, 2590, 2423, 2407, 11242, 3615, 9673, 5016, 5172, 11622, 24976, 40350, 1975, 2407, 24976, 41316, 13672, 1829, 39896, 30544, 14407, 3714, 29245, 23328, 9957, 39896, 5056, 39896, 16247, 2304, 13063, 9673, 2288, 19986, 10632, 8717, 32277, 39894, 3615, 10943, 1211, 14407, 20449, 2423, 5242, 20449, 34892, 3794, 20498, 16712, 2407, 11242, 5016, 10632, 20449, 31767, 13063, 20449, 33688, 11242, 39319, 9307, 6156, 28814, 15730, 23032, 21292, 3615, 1829, 10874, 28259, 37893, 11331, 26108, 3660, 39894, 4117, 2655, 3555, 43761, 28242, 10943, 9673, 1863, 9566, 4587, 14739, 3224, 39894, 3615, 10943, 1211, 14407, 20449, 11331, 26108, 3660, 5056, 8608, 2407, 16606, 5056], "avg_logprob": -0.12675107617316575, "compression_ratio": 1.7777777777777777, "no_speech_prob": 1.3709068298339844e-06, "words": [{"start": 363.33, "end": 363.73, "word": "is", "probability": 0.76416015625}, {"start": 363.73, "end": 364.79, "word": " diagrams", "probability": 0.86376953125}, {"start": 364.79, "end": 365.27, "word": " ففي", "probability": 0.867919921875}, {"start": 365.27, "end": 365.55, "word": " الحالة", "probability": 0.8855794270833334}, {"start": 365.55, "end": 365.75, "word": " دي", "probability": 0.7626953125}, {"start": 365.75, "end": 366.19, "word": " أكيد", "probability": 0.8642578125}, {"start": 366.19, "end": 366.83, "word": " ال", "probability": 0.9697265625}, {"start": 366.83, "end": 367.89, "word": " stimulus", "probability": 0.52783203125}, {"start": 367.89, "end": 368.89, "word": " situation", "probability": 0.97119140625}, {"start": 368.89, "end": 370.15, "word": " الوضع", "probability": 0.9443359375}, {"start": 370.15, "end": 370.99, "word": " المحفز", "probability": 0.9049072265625}, {"start": 370.99, "end": 371.33, "word": " لل", "probability": 0.8291015625}, {"start": 371.33, "end": 371.93, "word": " trainee", "probability": 0.49462890625}, {"start": 371.93, "end": 372.59, "word": " او", "probability": 0.6796875}, {"start": 372.59, "end": 372.73, "word": " لل", "probability": 0.92431640625}, {"start": 372.73, "end": 373.07, "word": " trainees", "probability": 0.94921875}, {"start": 373.07, "end": 373.23, "word": " اللي", "probability": 0.955810546875}, {"start": 373.23, "end": 373.63, "word": " هيكونوا", "probability": 0.7664388020833334}, {"start": 373.63, "end": 374.09, "word": " موجودين", "probability": 0.9913330078125}, {"start": 374.09, "end": 374.57, "word": " هي", "probability": 0.88330078125}, {"start": 374.57, "end": 375.69, "word": " visual", "probability": 0.935546875}, {"start": 375.69, "end": 376.55, "word": " هي", "probability": 0.8896484375}, {"start": 376.55, "end": 376.99, "word": " الأمور", "probability": 0.9842122395833334}, {"start": 376.99, "end": 377.57, "word": " المرئية", "probability": 0.9625244140625}, {"start": 377.57, "end": 378.35, "word": " ناس", "probability": 0.8232421875}, {"start": 378.35, "end": 378.75, "word": " بتعاملوا", "probability": 0.90283203125}, {"start": 378.75, "end": 378.85, "word": " مع", "probability": 0.99609375}, {"start": 378.85, "end": 378.91, "word": " ال", "probability": 0.98193359375}, {"start": 378.91, "end": 379.27, "word": " pictures", "probability": 0.7919921875}, {"start": 379.27, "end": 380.23, "word": " مع", "probability": 0.935546875}, {"start": 380.23, "end": 380.55, "word": " الرسوم", "probability": 0.9830729166666666}, {"start": 380.55, "end": 381.19, "word": " التوضحية", "probability": 0.91318359375}, {"start": 381.19, "end": 381.47, "word": " مع", "probability": 0.91552734375}, {"start": 381.47, "end": 381.91, "word": " الصور", "probability": 0.952880859375}, {"start": 381.91, "end": 382.69, "word": " مع", "probability": 0.96826171875}, {"start": 382.69, "end": 383.83, "word": " الإضاحات", "probability": 0.9678955078125}, {"start": 383.83, "end": 384.37, "word": " فإذا", "probability": 0.8411458333333334}, {"start": 384.37, "end": 384.79, "word": " طبيعي", "probability": 0.9705810546875}, {"start": 384.79, "end": 385.17, "word": " جدا", "probability": 0.9951171875}, {"start": 385.17, "end": 385.39, "word": " مش", "probability": 0.96728515625}, {"start": 385.39, "end": 385.53, "word": " حاجة", "probability": 0.9930013020833334}, {"start": 385.53, "end": 385.95, "word": " بتكتبله", "probability": 0.676416015625}, {"start": 385.95, "end": 386.33, "word": " كلام", "probability": 0.882568359375}, {"start": 386.33, "end": 387.65, "word": " المنطق", "probability": 0.9725341796875}, {"start": 387.65, "end": 388.91, "word": " أنه", "probability": 0.733154296875}, {"start": 388.91, "end": 389.55, "word": " بتعاملوا", "probability": 0.9494140625}, {"start": 389.55, "end": 389.65, "word": " مع", "probability": 0.9765625}, {"start": 389.65, "end": 389.97, "word": " حاجة", "probability": 0.9972330729166666}, {"start": 389.97, "end": 390.49, "word": " visual", "probability": 0.97705078125}, {"start": 390.49, "end": 391.21, "word": " سواء", "probability": 0.9842122395833334}, {"start": 391.21, "end": 391.61, "word": " visual", "probability": 0.986328125}], "temperature": 1.0}, {"id": 19, "seek": 41814, "start": 392.98, "end": 418.14, "text": "كرسومات أو ك models حتى في الآخر تكون موجودة بس في النهاية لازم تكون شيء يعتمد على الرؤية .. على الرؤية لأن هذه البيئة بتاعتهم طيب رقم تلاتة إذا كانت بتتعامل مع machines ال environment بتاعتهم .. machines .. letterings هدولة المتدربين أو buildings مباني عمال بدنا نعطيهم دورة في إشي معين أو tools ال tools اللي هي كل العدد", "tokens": [4117, 2288, 3794, 20498, 9307, 34051, 9122, 5245, 11331, 49975, 8978, 6024, 95, 34740, 6055, 30544, 3714, 29245, 23328, 3660, 4724, 3794, 8978, 28239, 11296, 10632, 5296, 31377, 2304, 6055, 30544, 44049, 38207, 7251, 34268, 2304, 3215, 15844, 34892, 33604, 10632, 4386, 15844, 34892, 33604, 10632, 5296, 33456, 29538, 2423, 21292, 19986, 3660, 39894, 995, 34268, 16095, 23032, 1829, 3555, 12602, 4587, 2304, 6055, 1211, 9307, 3660, 11933, 15730, 25961, 2655, 39894, 2655, 3615, 10943, 1211, 20449, 8379, 2423, 2823, 39894, 995, 34268, 16095, 4386, 8379, 4386, 5063, 1109, 8032, 3215, 12610, 3660, 9673, 2655, 3215, 25513, 9957, 34051, 7446, 3714, 3555, 7649, 1829, 6225, 2304, 6027, 47525, 8315, 8717, 3615, 9566, 1829, 16095, 11778, 13063, 3660, 8978, 11933, 8592, 1829, 20449, 9957, 34051, 3873, 2423, 3873, 13672, 1829, 39896, 28242, 18863, 3215, 3215], "avg_logprob": -0.17337963470706233, "compression_ratio": 1.7585034013605443, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 392.98, "end": 393.7, "word": "كرسومات", "probability": 0.91669921875}, {"start": 393.7, "end": 393.94, "word": " أو", "probability": 0.896484375}, {"start": 393.94, "end": 394.2, "word": " ك", "probability": 0.93896484375}, {"start": 394.2, "end": 394.82, "word": " models", "probability": 0.59765625}, {"start": 394.82, "end": 395.12, "word": " حتى", "probability": 0.939208984375}, {"start": 395.12, "end": 395.24, "word": " في", "probability": 0.9384765625}, {"start": 395.24, "end": 395.52, "word": " الآخر", "probability": 0.9306640625}, {"start": 395.52, "end": 395.78, "word": " تكون", "probability": 0.98828125}, {"start": 395.78, "end": 396.28, "word": " موجودة", "probability": 0.983642578125}, {"start": 396.28, "end": 396.64, "word": " بس", "probability": 0.825927734375}, {"start": 396.64, "end": 396.72, "word": " في", "probability": 0.861328125}, {"start": 396.72, "end": 396.98, "word": " النهاية", "probability": 0.9474283854166666}, {"start": 396.98, "end": 397.2, "word": " لازم", "probability": 0.99267578125}, {"start": 397.2, "end": 397.46, "word": " تكون", "probability": 0.953369140625}, {"start": 397.46, "end": 397.92, "word": " شيء", "probability": 0.8076171875}, {"start": 397.92, "end": 398.36, "word": " يعتمد", "probability": 0.9580078125}, {"start": 398.36, "end": 398.64, "word": " على", "probability": 0.9150390625}, {"start": 398.64, "end": 399.52, "word": " الرؤية", "probability": 0.947265625}, {"start": 399.52, "end": 399.84, "word": " ..", "probability": 0.35888671875}, {"start": 399.84, "end": 399.98, "word": " على", "probability": 0.599609375}, {"start": 399.98, "end": 400.84, "word": " الرؤية", "probability": 0.9736328125}, {"start": 400.84, "end": 401.28, "word": " لأن", "probability": 0.791748046875}, {"start": 401.28, "end": 401.5, "word": " هذه", "probability": 0.4306640625}, {"start": 401.5, "end": 402.26, "word": " البيئة", "probability": 0.9515380859375}, {"start": 402.26, "end": 402.68, "word": " بتاعتهم", "probability": 0.831787109375}, {"start": 402.68, "end": 403.22, "word": " طيب", "probability": 0.9464518229166666}, {"start": 403.22, "end": 403.78, "word": " رقم", "probability": 0.6394856770833334}, {"start": 403.78, "end": 404.2, "word": " تلاتة", "probability": 0.9697265625}, {"start": 404.2, "end": 404.42, "word": " إذا", "probability": 0.743408203125}, {"start": 404.42, "end": 404.66, "word": " كانت", "probability": 0.976806640625}, {"start": 404.66, "end": 405.0, "word": " بتتعامل", "probability": 0.84287109375}, {"start": 405.0, "end": 405.14, "word": " مع", "probability": 0.986328125}, {"start": 405.14, "end": 405.6, "word": " machines", "probability": 0.810546875}, {"start": 405.6, "end": 406.84, "word": " ال", "probability": 0.8583984375}, {"start": 406.84, "end": 407.24, "word": " environment", "probability": 0.95263671875}, {"start": 407.24, "end": 407.82, "word": " بتاعتهم", "probability": 0.9783935546875}, {"start": 407.82, "end": 408.04, "word": " ..", "probability": 0.278076171875}, {"start": 408.04, "end": 408.38, "word": " machines", "probability": 0.8984375}, {"start": 408.38, "end": 408.5, "word": " ..", "probability": 0.394287109375}, {"start": 408.5, "end": 408.82, "word": " letterings", "probability": 0.2230682373046875}, {"start": 408.82, "end": 409.24, "word": " هدولة", "probability": 0.9454345703125}, {"start": 409.24, "end": 409.94, "word": " المتدربين", "probability": 0.87734375}, {"start": 409.94, "end": 410.42, "word": " أو", "probability": 0.818359375}, {"start": 410.42, "end": 411.58, "word": " buildings", "probability": 0.9541015625}, {"start": 411.58, "end": 412.7, "word": " مباني", "probability": 0.945068359375}, {"start": 412.7, "end": 413.38, "word": " عمال", "probability": 0.7289225260416666}, {"start": 413.38, "end": 413.9, "word": " بدنا", "probability": 0.7734375}, {"start": 413.9, "end": 414.18, "word": " نعطيهم", "probability": 0.99111328125}, {"start": 414.18, "end": 414.48, "word": " دورة", "probability": 0.9934895833333334}, {"start": 414.48, "end": 414.56, "word": " في", "probability": 0.9541015625}, {"start": 414.56, "end": 414.74, "word": " إشي", "probability": 0.8798828125}, {"start": 414.74, "end": 415.1, "word": " معين", "probability": 0.994384765625}, {"start": 415.1, "end": 415.56, "word": " أو", "probability": 0.90185546875}, {"start": 415.56, "end": 416.14, "word": " tools", "probability": 0.91259765625}, {"start": 416.14, "end": 416.5, "word": " ال", "probability": 0.68798828125}, {"start": 416.5, "end": 416.74, "word": " tools", "probability": 0.951171875}, {"start": 416.74, "end": 416.9, "word": " اللي", "probability": 0.96484375}, {"start": 416.9, "end": 417.16, "word": " هي", "probability": 0.9365234375}, {"start": 417.16, "end": 417.64, "word": " كل", "probability": 0.96142578125}, {"start": 417.64, "end": 418.14, "word": " العدد", "probability": 0.9065755208333334}], "temperature": 1.0}, {"id": 20, "seek": 44347, "start": 419.07, "end": 443.47, "text": "شكوش على مذردية على مصامير على اللي هي ال tools هذه العدد هذه إذا كان هذه هي البيئة بتاعتهم فمعنى ذلك ال stimulus situation هي ال physical object مالهاش أي معنى نقل يتكلم لكن لما مجرد أقوله هذا النوع من الشواكيش اللي بيستخدم في كذا بيشوفه في object لازم يشوفه فهذه البيئة المحفظة لما بيدعمله دورة معناته بيدوفرله ال objects هذه", "tokens": [8592, 4117, 2407, 8592, 15844, 3714, 8848, 2288, 3215, 10632, 15844, 3714, 9381, 10943, 13546, 15844, 13672, 1829, 39896, 2423, 3873, 29538, 18863, 3215, 3215, 29538, 11933, 15730, 25961, 29538, 39896, 2423, 21292, 19986, 3660, 39894, 995, 34268, 16095, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 2423, 21366, 2590, 39896, 2423, 4001, 2657, 3714, 6027, 3224, 33599, 36632, 20449, 1863, 7578, 8717, 4587, 1211, 7251, 2655, 4117, 19528, 44381, 5296, 15042, 3714, 7435, 2288, 3215, 5551, 39648, 3224, 23758, 28239, 45367, 9154, 25124, 14407, 4117, 1829, 8592, 13672, 1829, 4724, 1829, 14851, 9778, 40448, 8978, 9122, 15730, 4724, 1829, 8592, 38688, 3224, 8978, 2657, 5296, 31377, 2304, 7251, 8592, 38688, 3224, 6156, 3224, 24192, 2423, 21292, 19986, 3660, 9673, 5016, 5172, 19913, 3660, 5296, 15042, 4724, 25708, 25957, 43761, 11778, 13063, 3660, 20449, 8315, 47395, 4724, 25708, 38688, 2288, 43761, 2423, 6565, 29538], "avg_logprob": -0.1610243090738853, "compression_ratio": 1.8858131487889274, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 419.07, "end": 419.59, "word": "شكوش", "probability": 0.8787841796875}, {"start": 419.59, "end": 419.77, "word": " على", "probability": 0.82666015625}, {"start": 419.77, "end": 420.55, "word": " مذردية", "probability": 0.76103515625}, {"start": 420.55, "end": 420.77, "word": " على", "probability": 0.6279296875}, {"start": 420.77, "end": 421.27, "word": " مصامير", "probability": 0.82421875}, {"start": 421.27, "end": 421.49, "word": " على", "probability": 0.873046875}, {"start": 421.49, "end": 422.07, "word": " اللي", "probability": 0.80810546875}, {"start": 422.07, "end": 422.25, "word": " هي", "probability": 0.87744140625}, {"start": 422.25, "end": 422.45, "word": " ال", "probability": 0.81640625}, {"start": 422.45, "end": 422.65, "word": " tools", "probability": 0.9384765625}, {"start": 422.65, "end": 422.85, "word": " هذه", "probability": 0.64306640625}, {"start": 422.85, "end": 423.15, "word": " العدد", "probability": 0.8636067708333334}, {"start": 423.15, "end": 423.41, "word": " هذه", "probability": 0.81787109375}, {"start": 423.41, "end": 423.87, "word": " إذا", "probability": 0.796875}, {"start": 423.87, "end": 424.03, "word": " كان", "probability": 0.99365234375}, {"start": 424.03, "end": 424.21, "word": " هذه", "probability": 0.482421875}, {"start": 424.21, "end": 424.35, "word": " هي", "probability": 0.92822265625}, {"start": 424.35, "end": 424.61, "word": " البيئة", "probability": 0.9671630859375}, {"start": 424.61, "end": 424.89, "word": " بتاعتهم", "probability": 0.7530517578125}, {"start": 424.89, "end": 425.21, "word": " فمعنى", "probability": 0.94775390625}, {"start": 425.21, "end": 425.43, "word": " ذلك", "probability": 0.96533203125}, {"start": 425.43, "end": 425.57, "word": " ال", "probability": 0.900390625}, {"start": 425.57, "end": 425.99, "word": " stimulus", "probability": 0.94873046875}, {"start": 425.99, "end": 426.95, "word": " situation", "probability": 0.9169921875}, {"start": 426.95, "end": 427.25, "word": " هي", "probability": 0.9453125}, {"start": 427.25, "end": 427.41, "word": " ال", "probability": 0.91650390625}, {"start": 427.41, "end": 427.75, "word": " physical", "probability": 0.8759765625}, {"start": 427.75, "end": 428.47, "word": " object", "probability": 0.9755859375}, {"start": 428.47, "end": 429.79, "word": " مالهاش", "probability": 0.79400634765625}, {"start": 429.79, "end": 429.95, "word": " أي", "probability": 0.7919921875}, {"start": 429.95, "end": 430.21, "word": " معنى", "probability": 0.9871419270833334}, {"start": 430.21, "end": 430.39, "word": " نقل", "probability": 0.556640625}, {"start": 430.39, "end": 430.87, "word": " يتكلم", "probability": 0.82733154296875}, {"start": 430.87, "end": 432.51, "word": " لكن", "probability": 0.72998046875}, {"start": 432.51, "end": 432.77, "word": " لما", "probability": 0.91015625}, {"start": 432.77, "end": 433.31, "word": " مجرد", "probability": 0.9949951171875}, {"start": 433.31, "end": 434.03, "word": " أقوله", "probability": 0.81787109375}, {"start": 434.03, "end": 435.03, "word": " هذا", "probability": 0.55859375}, {"start": 435.03, "end": 435.35, "word": " النوع", "probability": 0.939697265625}, {"start": 435.35, "end": 435.63, "word": " من", "probability": 0.9853515625}, {"start": 435.63, "end": 436.15, "word": " الشواكيش", "probability": 0.94033203125}, {"start": 436.15, "end": 436.27, "word": " اللي", "probability": 0.96826171875}, {"start": 436.27, "end": 436.71, "word": " بيستخدم", "probability": 0.95390625}, {"start": 436.71, "end": 436.85, "word": " في", "probability": 0.88232421875}, {"start": 436.85, "end": 437.03, "word": " كذا", "probability": 0.953857421875}, {"start": 437.03, "end": 437.69, "word": " بيشوفه", "probability": 0.806005859375}, {"start": 437.69, "end": 438.17, "word": " في", "probability": 0.6005859375}, {"start": 438.17, "end": 438.53, "word": " object", "probability": 0.9267578125}, {"start": 438.53, "end": 438.83, "word": " لازم", "probability": 0.9889322916666666}, {"start": 438.83, "end": 439.27, "word": " يشوفه", "probability": 0.9951171875}, {"start": 439.27, "end": 439.71, "word": " فهذه", "probability": 0.9054361979166666}, {"start": 439.71, "end": 439.99, "word": " البيئة", "probability": 0.9893798828125}, {"start": 439.99, "end": 440.67, "word": " المحفظة", "probability": 0.8974609375}, {"start": 440.67, "end": 441.11, "word": " لما", "probability": 0.934326171875}, {"start": 441.11, "end": 441.51, "word": " بيدعمله", "probability": 0.7388916015625}, {"start": 441.51, "end": 441.81, "word": " دورة", "probability": 0.9908854166666666}, {"start": 441.81, "end": 442.07, "word": " معناته", "probability": 0.9134114583333334}, {"start": 442.07, "end": 442.71, "word": " بيدوفرله", "probability": 0.778759765625}, {"start": 442.71, "end": 442.81, "word": " ال", "probability": 0.98828125}, {"start": 442.81, "end": 443.17, "word": " objects", "probability": 0.92578125}, {"start": 443.17, "end": 443.47, "word": " هذه", "probability": 0.81787109375}], "temperature": 1.0}, {"id": 21, "seek": 47245, "start": 444.33, "end": 472.45, "text": "لازم تكون متوفرة عشان فعلا تكون مناسبة الدورة و فعلا تكون مفيدة طيب إذا كانت numbers ال environment بتاعتنا عبارة عن numbers او formulas صياغ رياضية صياغ مثلا او computer programs فمعنى ذلك ال situations المناسبة هنا simpleك وهذه دايما انتوا بتلحظوها لما احنا نيجي نكتب x و y و z تفهموها أسرع من اني أقولكوا مثلا سؤال منطوق", "tokens": [1211, 31377, 2304, 6055, 30544, 44650, 38688, 25720, 6225, 8592, 7649, 6156, 3615, 15040, 6055, 30544, 3714, 8315, 35457, 3660, 32748, 13063, 3660, 4032, 6156, 3615, 15040, 6055, 30544, 3714, 5172, 25708, 3660, 23032, 1829, 3555, 11933, 15730, 25961, 2655, 3547, 2423, 2823, 39894, 995, 34268, 8315, 6225, 3555, 9640, 3660, 18871, 3547, 1975, 2407, 30546, 20328, 1829, 5718, 118, 12602, 1829, 46958, 10632, 20328, 1829, 5718, 118, 50113, 15040, 1975, 2407, 3820, 4268, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 2423, 6851, 9673, 8315, 35457, 3660, 34105, 2199, 4117, 37037, 24192, 11778, 47302, 15042, 16472, 2655, 14407, 39894, 1211, 5016, 19913, 2407, 11296, 5296, 15042, 1975, 5016, 8315, 8717, 1829, 7435, 1829, 8717, 4117, 2655, 3555, 2031, 4032, 288, 4032, 710, 6055, 5172, 16095, 2407, 11296, 5551, 3794, 2288, 3615, 9154, 16472, 1829, 5551, 39648, 4117, 14407, 50113, 15040, 8608, 33604, 6027, 9154, 9566, 30543], "avg_logprob": -0.14041241212766997, "compression_ratio": 1.7391304347826086, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 444.33, "end": 444.67, "word": "لازم", "probability": 0.9599609375}, {"start": 444.67, "end": 444.85, "word": " تكون", "probability": 0.985595703125}, {"start": 444.85, "end": 445.43, "word": " متوفرة", "probability": 0.98974609375}, {"start": 445.43, "end": 446.43, "word": " عشان", "probability": 0.9698893229166666}, {"start": 446.43, "end": 446.67, "word": " فعلا", "probability": 0.7164713541666666}, {"start": 446.67, "end": 446.99, "word": " تكون", "probability": 0.9814453125}, {"start": 446.99, "end": 447.45, "word": " مناسبة", "probability": 0.9713134765625}, {"start": 447.45, "end": 447.85, "word": " الدورة", "probability": 0.8587239583333334}, {"start": 447.85, "end": 448.05, "word": " و", "probability": 0.9453125}, {"start": 448.05, "end": 448.37, "word": " فعلا", "probability": 0.9222005208333334}, {"start": 448.37, "end": 449.77, "word": " تكون", "probability": 0.978515625}, {"start": 449.77, "end": 450.45, "word": " مفيدة", "probability": 0.9864501953125}, {"start": 450.45, "end": 451.43, "word": " طيب", "probability": 0.93701171875}, {"start": 451.43, "end": 451.75, "word": " إذا", "probability": 0.8330078125}, {"start": 451.75, "end": 452.03, "word": " كانت", "probability": 0.99169921875}, {"start": 452.03, "end": 452.45, "word": " numbers", "probability": 0.456298828125}, {"start": 452.45, "end": 452.75, "word": " ال", "probability": 0.94775390625}, {"start": 452.75, "end": 453.09, "word": " environment", "probability": 0.9580078125}, {"start": 453.09, "end": 453.61, "word": " بتاعتنا", "probability": 0.934326171875}, {"start": 453.61, "end": 453.97, "word": " عبارة", "probability": 0.9942626953125}, {"start": 453.97, "end": 454.11, "word": " عن", "probability": 0.9716796875}, {"start": 454.11, "end": 454.47, "word": " numbers", "probability": 0.59716796875}, {"start": 454.47, "end": 455.21, "word": " او", "probability": 0.661376953125}, {"start": 455.21, "end": 455.85, "word": " formulas", "probability": 0.955078125}, {"start": 455.85, "end": 456.75, "word": " صياغ", "probability": 0.919921875}, {"start": 456.75, "end": 457.35, "word": " رياضية", "probability": 0.9761962890625}, {"start": 457.35, "end": 457.65, "word": " صياغ", "probability": 0.81097412109375}, {"start": 457.65, "end": 458.03, "word": " مثلا", "probability": 0.983642578125}, {"start": 458.03, "end": 458.69, "word": " او", "probability": 0.834716796875}, {"start": 458.69, "end": 459.09, "word": " computer", "probability": 0.919921875}, {"start": 459.09, "end": 459.69, "word": " programs", "probability": 0.92822265625}, {"start": 459.69, "end": 460.23, "word": " فمعنى", "probability": 0.856494140625}, {"start": 460.23, "end": 460.41, "word": " ذلك", "probability": 0.965576171875}, {"start": 460.41, "end": 460.55, "word": " ال", "probability": 0.9208984375}, {"start": 460.55, "end": 460.99, "word": " situations", "probability": 0.89501953125}, {"start": 460.99, "end": 461.71, "word": " المناسبة", "probability": 0.9912109375}, {"start": 461.71, "end": 462.01, "word": " هنا", "probability": 0.9951171875}, {"start": 462.01, "end": 463.31, "word": " simpleك", "probability": 0.30377197265625}, {"start": 463.31, "end": 464.57, "word": " وهذه", "probability": 0.748291015625}, {"start": 464.57, "end": 464.79, "word": " دايما", "probability": 0.8271484375}, {"start": 464.79, "end": 465.03, "word": " انتوا", "probability": 0.798828125}, {"start": 465.03, "end": 465.63, "word": " بتلحظوها", "probability": 0.8898111979166666}, {"start": 465.63, "end": 466.07, "word": " لما", "probability": 0.9208984375}, {"start": 466.07, "end": 466.31, "word": " احنا", "probability": 0.9137369791666666}, {"start": 466.31, "end": 466.53, "word": " نيجي", "probability": 0.849609375}, {"start": 466.53, "end": 466.95, "word": " نكتب", "probability": 0.99755859375}, {"start": 466.95, "end": 468.07, "word": " x", "probability": 0.63671875}, {"start": 468.07, "end": 468.35, "word": " و", "probability": 0.96728515625}, {"start": 468.35, "end": 468.65, "word": " y", "probability": 0.76708984375}, {"start": 468.65, "end": 468.87, "word": " و", "probability": 0.99267578125}, {"start": 468.87, "end": 469.19, "word": " z", "probability": 0.94775390625}, {"start": 469.19, "end": 470.25, "word": " تفهموها", "probability": 0.901953125}, {"start": 470.25, "end": 470.67, "word": " أسرع", "probability": 0.9549560546875}, {"start": 470.67, "end": 470.85, "word": " من", "probability": 0.97900390625}, {"start": 470.85, "end": 471.03, "word": " اني", "probability": 0.65087890625}, {"start": 471.03, "end": 471.39, "word": " أقولكوا", "probability": 0.8323974609375}, {"start": 471.39, "end": 471.65, "word": " مثلا", "probability": 0.875}, {"start": 471.65, "end": 471.95, "word": " سؤال", "probability": 0.9947916666666666}, {"start": 471.95, "end": 472.45, "word": " منطوق", "probability": 0.8896484375}], "temperature": 1.0}, {"id": 22, "seek": 49576, "start": 473.26, "end": 495.76, "text": "أقولكم والله في هي story ال user story و انتوا طلعوا منها ال .. ال symbols ما انتوا هيك هيك معناته بتتعاملوا مع ال symbols عشان هيك تتجبروا أي story بت .. بت .. بتعرض عليكم بتحولوها ل formulas لصيغة لأرقام ل computer programs في النهاية لبرامج", "tokens": [10721, 39648, 24793, 16070, 43761, 8978, 39896, 1657, 2423, 4195, 1657, 4032, 16472, 2655, 14407, 23032, 1211, 3615, 14407, 9154, 11296, 2423, 4386, 2423, 16944, 19446, 16472, 2655, 14407, 39896, 4117, 39896, 4117, 20449, 8315, 47395, 39894, 2655, 3615, 10943, 1211, 14407, 20449, 2423, 16944, 6225, 8592, 7649, 39896, 4117, 6055, 2655, 7435, 26890, 14407, 36632, 1657, 39894, 4386, 39894, 4386, 39894, 3615, 43042, 25894, 24793, 39894, 5016, 12610, 2407, 11296, 5296, 30546, 5296, 9381, 1829, 17082, 3660, 5296, 10721, 2288, 4587, 10943, 5296, 3820, 4268, 8978, 28239, 11296, 10632, 5296, 26890, 10943, 7435], "avg_logprob": -0.17516447399791918, "compression_ratio": 1.7136363636363636, "no_speech_prob": 0.0, "words": [{"start": 473.26, "end": 473.76, "word": "أقولكم", "probability": 0.9329427083333334}, {"start": 473.76, "end": 474.12, "word": " والله", "probability": 0.84326171875}, {"start": 474.12, "end": 474.38, "word": " في", "probability": 0.95068359375}, {"start": 474.38, "end": 474.66, "word": " هي", "probability": 0.28173828125}, {"start": 474.66, "end": 475.6, "word": " story", "probability": 0.9462890625}, {"start": 475.6, "end": 476.14, "word": " ال", "probability": 0.86669921875}, {"start": 476.14, "end": 476.34, "word": " user", "probability": 0.9580078125}, {"start": 476.34, "end": 476.82, "word": " story", "probability": 0.97021484375}, {"start": 476.82, "end": 477.3, "word": " و", "probability": 0.9365234375}, {"start": 477.3, "end": 477.48, "word": " انتوا", "probability": 0.7722981770833334}, {"start": 477.48, "end": 477.78, "word": " طلعوا", "probability": 0.9375}, {"start": 477.78, "end": 478.02, "word": " منها", "probability": 0.996337890625}, {"start": 478.02, "end": 478.28, "word": " ال", "probability": 0.9765625}, {"start": 478.28, "end": 478.56, "word": " ..", "probability": 0.53955078125}, {"start": 478.56, "end": 478.88, "word": " ال", "probability": 0.89990234375}, {"start": 478.88, "end": 479.24, "word": " symbols", "probability": 0.947265625}, {"start": 479.24, "end": 479.6, "word": " ما", "probability": 0.3291015625}, {"start": 479.6, "end": 479.76, "word": " انتوا", "probability": 0.86572265625}, {"start": 479.76, "end": 479.92, "word": " هيك", "probability": 0.9599609375}, {"start": 479.92, "end": 480.02, "word": " هيك", "probability": 0.97412109375}, {"start": 480.02, "end": 480.32, "word": " معناته", "probability": 0.7320149739583334}, {"start": 480.32, "end": 480.76, "word": " بتتعاملوا", "probability": 0.9762369791666666}, {"start": 480.76, "end": 480.86, "word": " مع", "probability": 0.99462890625}, {"start": 480.86, "end": 480.98, "word": " ال", "probability": 0.87109375}, {"start": 480.98, "end": 481.24, "word": " symbols", "probability": 0.958984375}, {"start": 481.24, "end": 481.46, "word": " عشان", "probability": 0.9514973958333334}, {"start": 481.46, "end": 481.6, "word": " هيك", "probability": 0.805908203125}, {"start": 481.6, "end": 482.66, "word": " تتجبروا", "probability": 0.742578125}, {"start": 482.66, "end": 483.22, "word": " أي", "probability": 0.732421875}, {"start": 483.22, "end": 484.0, "word": " story", "probability": 0.9775390625}, {"start": 484.0, "end": 484.14, "word": " بت", "probability": 0.94384765625}, {"start": 484.14, "end": 484.3, "word": " ..", "probability": 0.373779296875}, {"start": 484.3, "end": 484.62, "word": " بت", "probability": 0.685546875}, {"start": 484.62, "end": 484.62, "word": " ..", "probability": 0.6142578125}, {"start": 484.62, "end": 485.36, "word": " بتعرض", "probability": 0.8019205729166666}, {"start": 485.36, "end": 485.84, "word": " عليكم", "probability": 0.978271484375}, {"start": 485.84, "end": 487.1, "word": " بتحولوها", "probability": 0.89462890625}, {"start": 487.1, "end": 488.1, "word": " ل", "probability": 0.9541015625}, {"start": 488.1, "end": 488.96, "word": " formulas", "probability": 0.94580078125}, {"start": 488.96, "end": 490.78, "word": " لصيغة", "probability": 0.773046875}, {"start": 490.78, "end": 492.26, "word": " لأرقام", "probability": 0.9080078125}, {"start": 492.26, "end": 492.98, "word": " ل", "probability": 0.93115234375}, {"start": 492.98, "end": 493.74, "word": " computer", "probability": 0.95703125}, {"start": 493.74, "end": 494.32, "word": " programs", "probability": 0.9462890625}, {"start": 494.32, "end": 494.46, "word": " في", "probability": 0.79736328125}, {"start": 494.46, "end": 494.9, "word": " النهاية", "probability": 0.9451497395833334}, {"start": 494.9, "end": 495.76, "word": " لبرامج", "probability": 0.93359375}], "temperature": 1.0}, {"id": 23, "seek": 52607, "start": 496.49, "end": 526.07, "text": "حاسوب تعرف تتعامل معها فهنا مناسب جدا إنه أتعامل معاكوا إذا أنا بتعطيكوا دورة في هذا الموضوع إنه والله أتعامل معاكوا في ال symbolic formula اللي هي الصياغ الرمزية الشيخ X إذا X بتساوي Y إذا Z مثلا بتساوي كذا و هكذا فهذه بتفهموها بشكل سريع و بتكون أسرع حتى لو انطلب منكوا تكتبوها as a code سهل جدا تكتبوها غير ما أقولكوا جملتين تلاتة أو one paragraph و أقولكم عملوليا code", "tokens": [5016, 32277, 37746, 37279, 28480, 6055, 2655, 3615, 10943, 1211, 20449, 11296, 6156, 3224, 8315, 3714, 8315, 35457, 10874, 28259, 36145, 3224, 5551, 2655, 3615, 10943, 1211, 20449, 995, 4117, 14407, 11933, 15730, 41850, 39894, 3615, 9566, 1829, 4117, 14407, 11778, 13063, 3660, 8978, 23758, 9673, 2407, 11242, 45367, 36145, 3224, 16070, 43761, 5551, 2655, 3615, 10943, 1211, 20449, 995, 4117, 14407, 8978, 2423, 25755, 8513, 13672, 1829, 39896, 31767, 1829, 5718, 118, 34892, 2304, 11622, 10632, 25124, 1829, 9778, 1783, 11933, 15730, 1783, 39894, 3794, 995, 45865, 398, 11933, 15730, 1176, 50113, 15040, 39894, 3794, 995, 45865, 9122, 15730, 4032, 8032, 4117, 15730, 6156, 3224, 24192, 39894, 5172, 16095, 2407, 11296, 4724, 8592, 28820, 8608, 16572, 3615, 4032, 39894, 30544, 5551, 3794, 2288, 3615, 11331, 49975, 45164, 16472, 9566, 46152, 9154, 4117, 14407, 6055, 4117, 2655, 3555, 2407, 11296, 382, 257, 3089, 8608, 3224, 1211, 10874, 28259, 6055, 4117, 2655, 3555, 2407, 11296, 32771, 13546, 19446, 5551, 39648, 4117, 14407, 10874, 42213, 2655, 9957, 6055, 1211, 9307, 3660, 34051, 472, 18865, 4032, 5551, 39648, 24793, 6225, 42213, 12610, 25528, 3089], "avg_logprob": -0.14217032352974127, "compression_ratio": 1.9353846153846155, "no_speech_prob": 3.5762786865234375e-06, "words": [{"start": 496.49, "end": 496.95, "word": "حاسوب", "probability": 0.9078776041666666}, {"start": 496.95, "end": 497.21, "word": " تعرف", "probability": 0.960693359375}, {"start": 497.21, "end": 497.57, "word": " تتعامل", "probability": 0.956640625}, {"start": 497.57, "end": 497.89, "word": " معها", "probability": 0.81591796875}, {"start": 497.89, "end": 498.71, "word": " فهنا", "probability": 0.8645833333333334}, {"start": 498.71, "end": 499.07, "word": " مناسب", "probability": 0.9641927083333334}, {"start": 499.07, "end": 499.33, "word": " جدا", "probability": 0.9912109375}, {"start": 499.33, "end": 499.55, "word": " إنه", "probability": 0.452880859375}, {"start": 499.55, "end": 499.89, "word": " أتعامل", "probability": 0.93984375}, {"start": 499.89, "end": 500.25, "word": " معاكوا", "probability": 0.894775390625}, {"start": 500.25, "end": 500.43, "word": " إذا", "probability": 0.790771484375}, {"start": 500.43, "end": 500.55, "word": " أنا", "probability": 0.88818359375}, {"start": 500.55, "end": 500.95, "word": " بتعطيكوا", "probability": 0.91455078125}, {"start": 500.95, "end": 501.19, "word": " دورة", "probability": 0.99267578125}, {"start": 501.19, "end": 501.27, "word": " في", "probability": 0.951171875}, {"start": 501.27, "end": 501.43, "word": " هذا", "probability": 0.9453125}, {"start": 501.43, "end": 501.83, "word": " الموضوع", "probability": 0.998291015625}, {"start": 501.83, "end": 502.31, "word": " إنه", "probability": 0.70263671875}, {"start": 502.31, "end": 502.45, "word": " والله", "probability": 0.88818359375}, {"start": 502.45, "end": 502.81, "word": " أتعامل", "probability": 0.9517578125}, {"start": 502.81, "end": 503.13, "word": " معاكوا", "probability": 0.945068359375}, {"start": 503.13, "end": 503.31, "word": " في", "probability": 0.9794921875}, {"start": 503.31, "end": 504.01, "word": " ال", "probability": 0.814453125}, {"start": 504.01, "end": 504.47, "word": " symbolic", "probability": 0.57177734375}, {"start": 504.47, "end": 504.93, "word": " formula", "probability": 0.9462890625}, {"start": 504.93, "end": 505.45, "word": " اللي", "probability": 0.933349609375}, {"start": 505.45, "end": 505.61, "word": " هي", "probability": 0.943359375}, {"start": 505.61, "end": 505.99, "word": " الصياغ", "probability": 0.808837890625}, {"start": 505.99, "end": 507.59, "word": " الرمزية", "probability": 0.9395751953125}, {"start": 507.59, "end": 508.23, "word": " الشيخ", "probability": 0.507568359375}, {"start": 508.23, "end": 509.13, "word": " X", "probability": 0.46435546875}, {"start": 509.13, "end": 509.41, "word": " إذا", "probability": 0.913818359375}, {"start": 509.41, "end": 509.65, "word": " X", "probability": 0.97900390625}, {"start": 509.65, "end": 510.05, "word": " بتساوي", "probability": 0.8223876953125}, {"start": 510.05, "end": 510.35, "word": " Y", "probability": 0.982421875}, {"start": 510.35, "end": 510.93, "word": " إذا", "probability": 0.886474609375}, {"start": 510.93, "end": 511.69, "word": " Z", "probability": 0.72802734375}, {"start": 511.69, "end": 512.05, "word": " مثلا", "probability": 0.95166015625}, {"start": 512.05, "end": 512.55, "word": " بتساوي", "probability": 0.9755859375}, {"start": 512.55, "end": 514.27, "word": " كذا", "probability": 0.877197265625}, {"start": 514.27, "end": 514.49, "word": " و", "probability": 0.37841796875}, {"start": 514.49, "end": 514.87, "word": " هكذا", "probability": 0.7989095052083334}, {"start": 514.87, "end": 515.25, "word": " فهذه", "probability": 0.8753255208333334}, {"start": 515.25, "end": 515.67, "word": " بتفهموها", "probability": 0.97548828125}, {"start": 515.67, "end": 515.99, "word": " بشكل", "probability": 0.99267578125}, {"start": 515.99, "end": 516.49, "word": " سريع", "probability": 0.9921875}, {"start": 516.49, "end": 516.75, "word": " و", "probability": 0.828125}, {"start": 516.75, "end": 517.05, "word": " بتكون", "probability": 0.954345703125}, {"start": 517.05, "end": 517.55, "word": " أسرع", "probability": 0.97802734375}, {"start": 517.55, "end": 517.89, "word": " حتى", "probability": 0.92919921875}, {"start": 517.89, "end": 518.17, "word": " لو", "probability": 0.9951171875}, {"start": 518.17, "end": 518.61, "word": " انطلب", "probability": 0.9441731770833334}, {"start": 518.61, "end": 518.93, "word": " منكوا", "probability": 0.7947591145833334}, {"start": 518.93, "end": 519.35, "word": " تكتبوها", "probability": 0.9934895833333334}, {"start": 519.35, "end": 519.53, "word": " as", "probability": 0.93505859375}, {"start": 519.53, "end": 519.63, "word": " a", "probability": 0.94970703125}, {"start": 519.63, "end": 519.91, "word": " code", "probability": 0.94384765625}, {"start": 519.91, "end": 520.99, "word": " سهل", "probability": 0.8779296875}, {"start": 520.99, "end": 521.27, "word": " جدا", "probability": 0.998291015625}, {"start": 521.27, "end": 521.87, "word": " تكتبوها", "probability": 0.9325358072916666}, {"start": 521.87, "end": 522.39, "word": " غير", "probability": 0.96533203125}, {"start": 522.39, "end": 522.49, "word": " ما", "probability": 0.966796875}, {"start": 522.49, "end": 523.09, "word": " أقولكوا", "probability": 0.896728515625}, {"start": 523.09, "end": 523.85, "word": " جملتين", "probability": 0.851318359375}, {"start": 523.85, "end": 524.17, "word": " تلاتة", "probability": 0.9010009765625}, {"start": 524.17, "end": 524.29, "word": " أو", "probability": 0.697265625}, {"start": 524.29, "end": 524.41, "word": " one", "probability": 0.94580078125}, {"start": 524.41, "end": 524.79, "word": " paragraph", "probability": 0.90771484375}, {"start": 524.79, "end": 524.95, "word": " و", "probability": 0.6533203125}, {"start": 524.95, "end": 525.23, "word": " أقولكم", "probability": 0.8308919270833334}, {"start": 525.23, "end": 525.65, "word": " عملوليا", "probability": 0.605682373046875}, {"start": 525.65, "end": 526.07, "word": " code", "probability": 0.93798828125}], "temperature": 1.0}, {"id": 24, "seek": 54495, "start": 527.11, "end": 544.95, "text": "لأ، هتكون نسبيا أصعب شوية عليكم، تمام، الآن إذا ال job نفسه برضه هذه ال rule رقم خمسة وصلنا لل rule، لأ ال rule رقم خمسة في ال system اللي احنا ماخدين عليه مثال، طبعا هذا مبني ال system فعليا و بخلص واحد اسمه Leonardo هو اللي عامل ال system هذا", "tokens": [1211, 10721, 12399, 8032, 2655, 30544, 8717, 35457, 25528, 5551, 9381, 3615, 3555, 13412, 2407, 10632, 25894, 24793, 12399, 46811, 10943, 12399, 6024, 48506, 11933, 15730, 2423, 1691, 8717, 36178, 3224, 4724, 43042, 3224, 29538, 2423, 4978, 12602, 4587, 2304, 16490, 2304, 3794, 3660, 4032, 36520, 8315, 24976, 4978, 12399, 5296, 10721, 2423, 4978, 12602, 4587, 2304, 16490, 2304, 3794, 3660, 8978, 2423, 1185, 13672, 1829, 1975, 5016, 8315, 3714, 47283, 3215, 9957, 47356, 50113, 6027, 12399, 23032, 3555, 3615, 995, 23758, 3714, 3555, 22653, 2423, 1185, 6156, 3615, 20292, 995, 4032, 4724, 9778, 1211, 9381, 36764, 24401, 24525, 2304, 3224, 36523, 31439, 13672, 1829, 6225, 10943, 1211, 2423, 1185, 23758], "avg_logprob": -0.17354911446039165, "compression_ratio": 1.7336244541484715, "no_speech_prob": 7.152557373046875e-07, "words": [{"start": 527.11, "end": 527.41, "word": "لأ،", "probability": 0.7594401041666666}, {"start": 527.41, "end": 527.77, "word": " هتكون", "probability": 0.90771484375}, {"start": 527.77, "end": 528.71, "word": " نسبيا", "probability": 0.9117838541666666}, {"start": 528.71, "end": 529.09, "word": " أصعب", "probability": 0.9029541015625}, {"start": 529.09, "end": 529.41, "word": " شوية", "probability": 0.873046875}, {"start": 529.41, "end": 531.05, "word": " عليكم،", "probability": 0.7096354166666666}, {"start": 531.05, "end": 531.65, "word": " تمام،", "probability": 0.7625325520833334}, {"start": 531.65, "end": 532.03, "word": " الآن", "probability": 0.7108154296875}, {"start": 532.03, "end": 532.63, "word": " إذا", "probability": 0.8369140625}, {"start": 532.63, "end": 532.99, "word": " ال", "probability": 0.970703125}, {"start": 532.99, "end": 533.43, "word": " job", "probability": 0.916015625}, {"start": 533.43, "end": 534.13, "word": " نفسه", "probability": 0.99609375}, {"start": 534.13, "end": 534.89, "word": " برضه", "probability": 0.8544921875}, {"start": 534.89, "end": 535.11, "word": " هذه", "probability": 0.232666015625}, {"start": 535.11, "end": 535.21, "word": " ال", "probability": 0.7666015625}, {"start": 535.21, "end": 535.27, "word": " rule", "probability": 0.8701171875}, {"start": 535.27, "end": 535.55, "word": " رقم", "probability": 0.98828125}, {"start": 535.55, "end": 535.77, "word": " خمسة", "probability": 0.8370361328125}, {"start": 535.77, "end": 536.07, "word": " وصلنا", "probability": 0.7530924479166666}, {"start": 536.07, "end": 536.25, "word": " لل", "probability": 0.4052734375}, {"start": 536.25, "end": 536.67, "word": " rule،", "probability": 0.5960693359375}, {"start": 536.67, "end": 536.97, "word": " لأ", "probability": 0.804931640625}, {"start": 536.97, "end": 537.09, "word": " ال", "probability": 0.8759765625}, {"start": 537.09, "end": 537.29, "word": " rule", "probability": 0.958984375}, {"start": 537.29, "end": 537.83, "word": " رقم", "probability": 0.9925130208333334}, {"start": 537.83, "end": 538.37, "word": " خمسة", "probability": 0.9669189453125}, {"start": 538.37, "end": 538.71, "word": " في", "probability": 0.9091796875}, {"start": 538.71, "end": 538.81, "word": " ال", "probability": 0.98095703125}, {"start": 538.81, "end": 539.05, "word": " system", "probability": 0.9677734375}, {"start": 539.05, "end": 539.19, "word": " اللي", "probability": 0.98291015625}, {"start": 539.19, "end": 539.33, "word": " احنا", "probability": 0.8006184895833334}, {"start": 539.33, "end": 539.65, "word": " ماخدين", "probability": 0.965087890625}, {"start": 539.65, "end": 539.81, "word": " عليه", "probability": 0.99169921875}, {"start": 539.81, "end": 540.35, "word": " مثال،", "probability": 0.8240559895833334}, {"start": 540.35, "end": 540.57, "word": " طبعا", "probability": 0.9962158203125}, {"start": 540.57, "end": 540.71, "word": " هذا", "probability": 0.6396484375}, {"start": 540.71, "end": 541.03, "word": " مبني", "probability": 0.97412109375}, {"start": 541.03, "end": 541.15, "word": " ال", "probability": 0.99072265625}, {"start": 541.15, "end": 541.37, "word": " system", "probability": 0.986328125}, {"start": 541.37, "end": 541.73, "word": " فعليا", "probability": 0.885986328125}, {"start": 541.73, "end": 541.81, "word": " و", "probability": 0.849609375}, {"start": 541.81, "end": 542.23, "word": " بخلص", "probability": 0.838134765625}, {"start": 542.23, "end": 542.69, "word": " واحد", "probability": 0.985107421875}, {"start": 542.69, "end": 542.93, "word": " اسمه", "probability": 0.9568684895833334}, {"start": 542.93, "end": 543.37, "word": " Leonardo", "probability": 0.333251953125}, {"start": 543.37, "end": 543.93, "word": " هو", "probability": 0.93798828125}, {"start": 543.93, "end": 544.07, "word": " اللي", "probability": 0.990966796875}, {"start": 544.07, "end": 544.35, "word": " عامل", "probability": 0.83642578125}, {"start": 544.35, "end": 544.43, "word": " ال", "probability": 0.98876953125}, {"start": 544.43, "end": 544.69, "word": " system", "probability": 0.98876953125}, {"start": 544.69, "end": 544.95, "word": " هذا", "probability": 0.8330078125}], "temperature": 1.0}, {"id": 25, "seek": 57052, "start": 546.04, "end": 570.52, "text": "ال job is lecturing إذا والله الوظيفة هي تدريس أو الوظيفة هي advising أو counseling اللي هو استشاري فإذا إما مشرف أو محاضر مشرف واستشاري فمعنى ذلك أنه ال response الآن ال stimulus response is oral إيش يعني ال response؟ إذا أنا عارف أن الناس اللي بدي أدربهم هدولة هو", "tokens": [6027, 1691, 307, 5899, 1345, 11933, 15730, 16070, 43761, 2423, 2407, 19913, 33911, 3660, 39896, 6055, 3215, 16572, 3794, 34051, 2423, 2407, 19913, 33911, 3660, 39896, 35598, 34051, 23889, 13672, 1829, 31439, 44713, 8592, 9640, 1829, 6156, 28814, 15730, 11933, 15042, 37893, 28480, 34051, 3714, 5016, 46958, 2288, 37893, 28480, 36764, 14851, 8592, 9640, 1829, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 14739, 3224, 2423, 4134, 6024, 48506, 2423, 21366, 4134, 307, 19338, 11933, 1829, 8592, 37495, 22653, 2423, 4134, 22807, 11933, 15730, 41850, 6225, 9640, 5172, 14739, 2423, 8315, 3794, 13672, 1829, 4724, 16254, 5551, 3215, 25513, 16095, 8032, 3215, 12610, 3660, 31439], "avg_logprob": -0.10572916780199323, "compression_ratio": 1.7869565217391303, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 546.04, "end": 546.28, "word": "ال", "probability": 0.95263671875}, {"start": 546.28, "end": 546.48, "word": " job", "probability": 0.73779296875}, {"start": 546.48, "end": 546.76, "word": " is", "probability": 0.96826171875}, {"start": 546.76, "end": 547.48, "word": " lecturing", "probability": 0.97216796875}, {"start": 547.48, "end": 548.14, "word": " إذا", "probability": 0.76318359375}, {"start": 548.14, "end": 548.38, "word": " والله", "probability": 0.94970703125}, {"start": 548.38, "end": 548.86, "word": " الوظيفة", "probability": 0.9904296875}, {"start": 548.86, "end": 549.12, "word": " هي", "probability": 0.91943359375}, {"start": 549.12, "end": 549.88, "word": " تدريس", "probability": 0.9827880859375}, {"start": 549.88, "end": 550.3, "word": " أو", "probability": 0.9560546875}, {"start": 550.3, "end": 550.74, "word": " الوظيفة", "probability": 0.98701171875}, {"start": 550.74, "end": 550.9, "word": " هي", "probability": 0.86865234375}, {"start": 550.9, "end": 551.5, "word": " advising", "probability": 0.97802734375}, {"start": 551.5, "end": 552.12, "word": " أو", "probability": 0.8896484375}, {"start": 552.12, "end": 553.92, "word": " counseling", "probability": 0.84814453125}, {"start": 553.92, "end": 554.72, "word": " اللي", "probability": 0.971435546875}, {"start": 554.72, "end": 555.04, "word": " هو", "probability": 0.99267578125}, {"start": 555.04, "end": 555.98, "word": " استشاري", "probability": 0.96240234375}, {"start": 555.98, "end": 556.88, "word": " فإذا", "probability": 0.861328125}, {"start": 556.88, "end": 557.12, "word": " إما", "probability": 0.841796875}, {"start": 557.12, "end": 557.6, "word": " مشرف", "probability": 0.969482421875}, {"start": 557.6, "end": 558.24, "word": " أو", "probability": 0.849609375}, {"start": 558.24, "end": 558.8, "word": " محاضر", "probability": 0.989990234375}, {"start": 558.8, "end": 559.26, "word": " مشرف", "probability": 0.92041015625}, {"start": 559.26, "end": 560.22, "word": " واستشاري", "probability": 0.8626953125}, {"start": 560.22, "end": 560.74, "word": " فمعنى", "probability": 0.9294921875}, {"start": 560.74, "end": 560.98, "word": " ذلك", "probability": 0.994873046875}, {"start": 560.98, "end": 561.36, "word": " أنه", "probability": 0.706787109375}, {"start": 561.36, "end": 561.92, "word": " ال", "probability": 0.9052734375}, {"start": 561.92, "end": 562.62, "word": " response", "probability": 0.95849609375}, {"start": 562.62, "end": 563.04, "word": " الآن", "probability": 0.6650390625}, {"start": 563.04, "end": 563.3, "word": " ال", "probability": 0.8603515625}, {"start": 563.3, "end": 563.72, "word": " stimulus", "probability": 0.96875}, {"start": 563.72, "end": 564.52, "word": " response", "probability": 0.96826171875}, {"start": 564.52, "end": 565.44, "word": " is", "probability": 0.96044921875}, {"start": 565.44, "end": 565.88, "word": " oral", "probability": 0.974609375}, {"start": 565.88, "end": 566.7, "word": " إيش", "probability": 0.8673502604166666}, {"start": 566.7, "end": 566.86, "word": " يعني", "probability": 0.916748046875}, {"start": 566.86, "end": 566.96, "word": " ال", "probability": 0.96044921875}, {"start": 566.96, "end": 567.64, "word": " response؟", "probability": 0.8310546875}, {"start": 567.64, "end": 567.8, "word": " إذا", "probability": 0.95751953125}, {"start": 567.8, "end": 567.94, "word": " أنا", "probability": 0.927734375}, {"start": 567.94, "end": 568.26, "word": " عارف", "probability": 0.99365234375}, {"start": 568.26, "end": 568.4, "word": " أن", "probability": 0.468505859375}, {"start": 568.4, "end": 568.72, "word": " الناس", "probability": 0.8766276041666666}, {"start": 568.72, "end": 568.84, "word": " اللي", "probability": 0.984375}, {"start": 568.84, "end": 569.04, "word": " بدي", "probability": 0.752685546875}, {"start": 569.04, "end": 569.56, "word": " أدربهم", "probability": 0.9698486328125}, {"start": 569.56, "end": 570.06, "word": " هدولة", "probability": 0.97314453125}, {"start": 570.06, "end": 570.52, "word": " هو", "probability": 0.935546875}], "temperature": 1.0}, {"id": 26, "seek": 59163, "start": 571.39, "end": 591.63, "text": "بشتغل استشاري أو مشرفين مثلا مشاريع وبدنا نعملهم دورة انه انضفله مهارات إضافية كيف تتعامل مع مشاريع التخرج مثلا انتوا مدرسين بدنا نعطيكوا hint هيكي او خمستاشر ساعات تدريب مثلا كيف تتعامل مع الطلاب بحيث انك تعرف تشغلهم كفريق مثلا", "tokens": [3555, 8592, 2655, 17082, 1211, 44713, 8592, 9640, 1829, 34051, 37893, 28480, 9957, 50113, 15040, 37893, 9640, 40228, 4032, 44510, 8315, 8717, 25957, 1211, 16095, 11778, 13063, 3660, 16472, 3224, 16472, 11242, 5172, 43761, 3714, 3224, 9640, 9307, 11933, 11242, 31845, 10632, 9122, 33911, 6055, 2655, 3615, 10943, 1211, 20449, 37893, 9640, 40228, 16712, 34740, 7435, 50113, 15040, 16472, 2655, 14407, 3714, 3215, 2288, 3794, 9957, 47525, 8315, 8717, 3615, 9566, 1829, 4117, 14407, 12075, 39896, 4117, 1829, 1975, 2407, 16490, 2304, 14851, 33599, 2288, 8608, 45761, 9307, 6055, 3215, 16572, 3555, 50113, 15040, 9122, 33911, 6055, 2655, 3615, 10943, 1211, 20449, 41950, 15040, 3555, 4724, 5016, 1829, 12984, 16472, 4117, 37279, 28480, 6055, 8592, 17082, 1211, 16095, 9122, 5172, 16572, 4587, 50113, 15040], "avg_logprob": -0.10874999976158142, "compression_ratio": 1.903225806451613, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 571.39, "end": 571.87, "word": "بشتغل", "probability": 0.89814453125}, {"start": 571.87, "end": 572.39, "word": " استشاري", "probability": 0.9156494140625}, {"start": 572.39, "end": 572.57, "word": " أو", "probability": 0.853515625}, {"start": 572.57, "end": 573.11, "word": " مشرفين", "probability": 0.955078125}, {"start": 573.11, "end": 573.41, "word": " مثلا", "probability": 0.773193359375}, {"start": 573.41, "end": 573.87, "word": " مشاريع", "probability": 0.9705403645833334}, {"start": 573.87, "end": 574.65, "word": " وبدنا", "probability": 0.6414388020833334}, {"start": 574.65, "end": 575.01, "word": " نعملهم", "probability": 0.971923828125}, {"start": 575.01, "end": 575.35, "word": " دورة", "probability": 0.9928385416666666}, {"start": 575.35, "end": 575.81, "word": " انه", "probability": 0.7470703125}, {"start": 575.81, "end": 576.67, "word": " انضفله", "probability": 0.69818115234375}, {"start": 576.67, "end": 577.55, "word": " مهارات", "probability": 0.921875}, {"start": 577.55, "end": 578.05, "word": " إضافية", "probability": 0.9453125}, {"start": 578.05, "end": 578.51, "word": " كيف", "probability": 0.92041015625}, {"start": 578.51, "end": 578.85, "word": " تتعامل", "probability": 0.98369140625}, {"start": 578.85, "end": 578.97, "word": " مع", "probability": 0.994140625}, {"start": 578.97, "end": 579.27, "word": " مشاريع", "probability": 0.98583984375}, {"start": 579.27, "end": 579.87, "word": " التخرج", "probability": 0.9763997395833334}, {"start": 579.87, "end": 580.81, "word": " مثلا", "probability": 0.941650390625}, {"start": 580.81, "end": 581.77, "word": " انتوا", "probability": 0.7684733072916666}, {"start": 581.77, "end": 582.49, "word": " مدرسين", "probability": 0.98994140625}, {"start": 582.49, "end": 582.99, "word": " بدنا", "probability": 0.810791015625}, {"start": 582.99, "end": 583.63, "word": " نعطيكوا", "probability": 0.9857584635416666}, {"start": 583.63, "end": 584.63, "word": " hint", "probability": 0.88037109375}, {"start": 584.63, "end": 585.03, "word": " هيكي", "probability": 0.7745768229166666}, {"start": 585.03, "end": 585.41, "word": " او", "probability": 0.845947265625}, {"start": 585.41, "end": 586.41, "word": " خمستاشر", "probability": 0.793701171875}, {"start": 586.41, "end": 586.69, "word": " ساعات", "probability": 0.7890625}, {"start": 586.69, "end": 587.09, "word": " تدريب", "probability": 0.9912109375}, {"start": 587.09, "end": 587.45, "word": " مثلا", "probability": 0.987548828125}, {"start": 587.45, "end": 587.93, "word": " كيف", "probability": 0.8701171875}, {"start": 587.93, "end": 588.27, "word": " تتعامل", "probability": 0.99140625}, {"start": 588.27, "end": 588.39, "word": " مع", "probability": 0.99658203125}, {"start": 588.39, "end": 588.99, "word": " الطلاب", "probability": 0.9684244791666666}, {"start": 588.99, "end": 589.55, "word": " بحيث", "probability": 0.9822998046875}, {"start": 589.55, "end": 589.83, "word": " انك", "probability": 0.89111328125}, {"start": 589.83, "end": 590.21, "word": " تعرف", "probability": 0.931884765625}, {"start": 590.21, "end": 590.67, "word": " تشغلهم", "probability": 0.97001953125}, {"start": 590.67, "end": 591.17, "word": " كفريق", "probability": 0.9658203125}, {"start": 591.17, "end": 591.63, "word": " مثلا", "probability": 0.98388671875}], "temperature": 1.0}, {"id": 27, "seek": 62026, "start": 592.18, "end": 620.26, "text": "هي دورة تدريبية لناس بيشتغلوا فعليا .. لناس فعليا بيشتغلوا طيب لما أجي بده مني response يعني أنا بده أسأله عشان أطمن هو وصلته المعلومة ولا لأ أتوقع أن ال response اللي هيعطينييا oral هو بده .. الأريح له أنه يتكلم معاه كلام الأريح أنه يحكي معاه حكي لأن طبيعة الوظائف هذه كلام طبيعة الوظائف أو ال job تبعه هي كلام بالأساس", "tokens": [3224, 1829, 11778, 13063, 3660, 6055, 3215, 16572, 3555, 10632, 5296, 8315, 3794, 4724, 1829, 8592, 2655, 17082, 1211, 14407, 6156, 3615, 20292, 995, 4386, 5296, 8315, 3794, 6156, 3615, 20292, 995, 4724, 1829, 8592, 2655, 17082, 1211, 14407, 23032, 1829, 3555, 5296, 15042, 5551, 7435, 1829, 47525, 3224, 9154, 1829, 4134, 37495, 22653, 41850, 47525, 3224, 5551, 3794, 10721, 43761, 6225, 8592, 7649, 5551, 9566, 27842, 31439, 4032, 36520, 47395, 9673, 30241, 20498, 3660, 49429, 5296, 10721, 5551, 2655, 30543, 3615, 14739, 2423, 4134, 13672, 1829, 39896, 3615, 9566, 9957, 1829, 25528, 19338, 31439, 47525, 3224, 4386, 16247, 16572, 5016, 46740, 14739, 3224, 7251, 2655, 4117, 19528, 20449, 40294, 28242, 10943, 16247, 16572, 5016, 14739, 3224, 7251, 5016, 4117, 1829, 20449, 40294, 11331, 4117, 1829, 5296, 33456, 23032, 21292, 27884, 2423, 2407, 19913, 16373, 5172, 29538, 28242, 10943, 23032, 21292, 27884, 2423, 2407, 19913, 16373, 5172, 34051, 2423, 1691, 6055, 3555, 3615, 3224, 39896, 28242, 10943, 20666, 10721, 3794, 32277], "avg_logprob": -0.1417824106267941, "compression_ratio": 2.029520295202952, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 592.18, "end": 592.46, "word": "هي", "probability": 0.51922607421875}, {"start": 592.46, "end": 592.76, "word": " دورة", "probability": 0.9925130208333334}, {"start": 592.76, "end": 593.22, "word": " تدريبية", "probability": 0.9716796875}, {"start": 593.22, "end": 593.6, "word": " لناس", "probability": 0.95458984375}, {"start": 593.6, "end": 594.0, "word": " بيشتغلوا", "probability": 0.9036690848214286}, {"start": 594.0, "end": 594.46, "word": " فعليا", "probability": 0.85595703125}, {"start": 594.46, "end": 594.82, "word": " ..", "probability": 0.41015625}, {"start": 594.82, "end": 595.16, "word": " لناس", "probability": 0.9739583333333334}, {"start": 595.16, "end": 595.42, "word": " فعليا", "probability": 0.9605712890625}, {"start": 595.42, "end": 595.9, "word": " بيشتغلوا", "probability": 0.9771205357142857}, {"start": 595.9, "end": 596.4, "word": " طيب", "probability": 0.9108072916666666}, {"start": 596.4, "end": 596.82, "word": " لما", "probability": 0.73046875}, {"start": 596.82, "end": 597.1, "word": " أجي", "probability": 0.9220377604166666}, {"start": 597.1, "end": 597.36, "word": " بده", "probability": 0.53466796875}, {"start": 597.36, "end": 597.56, "word": " مني", "probability": 0.9130859375}, {"start": 597.56, "end": 598.28, "word": " response", "probability": 0.91162109375}, {"start": 598.28, "end": 598.92, "word": " يعني", "probability": 0.85595703125}, {"start": 598.92, "end": 599.08, "word": " أنا", "probability": 0.74853515625}, {"start": 599.08, "end": 599.32, "word": " بده", "probability": 0.73095703125}, {"start": 599.32, "end": 599.74, "word": " أسأله", "probability": 0.882568359375}, {"start": 599.74, "end": 600.24, "word": " عشان", "probability": 0.9646809895833334}, {"start": 600.24, "end": 600.68, "word": " أطمن", "probability": 0.9016927083333334}, {"start": 600.68, "end": 600.86, "word": " هو", "probability": 0.95654296875}, {"start": 600.86, "end": 601.32, "word": " وصلته", "probability": 0.8873697916666666}, {"start": 601.32, "end": 601.76, "word": " المعلومة", "probability": 0.978759765625}, {"start": 601.76, "end": 601.88, "word": " ولا", "probability": 0.75537109375}, {"start": 601.88, "end": 602.16, "word": " لأ", "probability": 0.91943359375}, {"start": 602.16, "end": 602.94, "word": " أتوقع", "probability": 0.8731689453125}, {"start": 602.94, "end": 603.06, "word": " أن", "probability": 0.609375}, {"start": 603.06, "end": 603.14, "word": " ال", "probability": 0.97998046875}, {"start": 603.14, "end": 603.56, "word": " response", "probability": 0.93408203125}, {"start": 603.56, "end": 603.78, "word": " اللي", "probability": 0.957275390625}, {"start": 603.78, "end": 605.1, "word": " هيعطينييا", "probability": 0.8279215494791666}, {"start": 605.1, "end": 606.16, "word": " oral", "probability": 0.1585693359375}, {"start": 606.16, "end": 607.28, "word": " هو", "probability": 0.63818359375}, {"start": 607.28, "end": 607.5, "word": " بده", "probability": 0.730712890625}, {"start": 607.5, "end": 607.76, "word": " ..", "probability": 0.66259765625}, {"start": 607.76, "end": 608.5, "word": " الأريح", "probability": 0.8665364583333334}, {"start": 608.5, "end": 608.76, "word": " له", "probability": 0.5146484375}, {"start": 608.76, "end": 609.06, "word": " أنه", "probability": 0.873046875}, {"start": 609.06, "end": 609.32, "word": " يتكلم", "probability": 0.995849609375}, {"start": 609.32, "end": 609.54, "word": " معاه", "probability": 0.767333984375}, {"start": 609.54, "end": 609.9, "word": " كلام", "probability": 0.964599609375}, {"start": 609.9, "end": 611.6, "word": " الأريح", "probability": 0.833984375}, {"start": 611.6, "end": 611.92, "word": " أنه", "probability": 0.864990234375}, {"start": 611.92, "end": 612.16, "word": " يحكي", "probability": 0.99755859375}, {"start": 612.16, "end": 612.32, "word": " معاه", "probability": 0.960205078125}, {"start": 612.32, "end": 612.66, "word": " حكي", "probability": 0.8720703125}, {"start": 612.66, "end": 613.26, "word": " لأن", "probability": 0.885986328125}, {"start": 613.26, "end": 614.04, "word": " طبيعة", "probability": 0.8966471354166666}, {"start": 614.04, "end": 614.74, "word": " الوظائف", "probability": 0.99140625}, {"start": 614.74, "end": 615.18, "word": " هذه", "probability": 0.8408203125}, {"start": 615.18, "end": 616.34, "word": " كلام", "probability": 0.88720703125}, {"start": 616.34, "end": 617.56, "word": " طبيعة", "probability": 0.9143880208333334}, {"start": 617.56, "end": 618.1, "word": " الوظائف", "probability": 0.99677734375}, {"start": 618.1, "end": 618.26, "word": " أو", "probability": 0.8212890625}, {"start": 618.26, "end": 618.38, "word": " ال", "probability": 0.97509765625}, {"start": 618.38, "end": 618.56, "word": " job", "probability": 0.96923828125}, {"start": 618.56, "end": 618.98, "word": " تبعه", "probability": 0.9781494140625}, {"start": 618.98, "end": 619.4, "word": " هي", "probability": 0.89208984375}, {"start": 619.4, "end": 619.72, "word": " كلام", "probability": 0.985107421875}, {"start": 619.72, "end": 620.26, "word": " بالأساس", "probability": 0.9259033203125}], "temperature": 1.0}, {"id": 28, "seek": 64292, "start": 620.91, "end": 642.93, "text": "بشكل أساسي أنه يتكلم فمعنى ذلك أنه لأ أنا بحاول قدر الإمكان أخليه في نفس ال stimulus response اللي متعود عليه الاستجابة المحفزة اللي هو عادة بيعطي فيها أفضل ما يمكن لأن هيك طبيعة وظيفته طيب أما إذا كانت building ال job تبعته or repairing or troubleshooting في الحالة هذه أكيد hands on", "tokens": [3555, 8592, 28820, 5551, 3794, 32277, 1829, 14739, 3224, 7251, 2655, 4117, 19528, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 14739, 3224, 5296, 10721, 41850, 4724, 5016, 995, 12610, 12174, 3215, 2288, 33688, 2304, 41361, 5551, 9778, 20292, 3224, 8978, 8717, 36178, 2423, 21366, 4134, 13672, 1829, 44650, 3615, 23328, 47356, 42963, 14851, 7435, 16758, 3660, 9673, 5016, 5172, 11622, 3660, 13672, 1829, 31439, 6225, 18513, 3660, 4724, 40228, 9566, 1829, 8978, 11296, 5551, 5172, 11242, 1211, 19446, 7251, 43020, 5296, 33456, 39896, 4117, 23032, 21292, 27884, 4032, 19913, 33911, 47395, 23032, 1829, 3555, 5551, 15042, 11933, 15730, 25961, 2655, 2390, 2423, 1691, 6055, 3555, 34268, 3224, 420, 46158, 420, 15379, 47011, 8978, 21542, 6027, 3660, 29538, 5551, 4117, 25708, 2377, 322], "avg_logprob": -0.09711636518075215, "compression_ratio": 1.6272401433691757, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 620.91, "end": 621.27, "word": "بشكل", "probability": 0.8290201822916666}, {"start": 621.27, "end": 621.69, "word": " أساسي", "probability": 0.9671630859375}, {"start": 621.69, "end": 622.15, "word": " أنه", "probability": 0.7115478515625}, {"start": 622.15, "end": 622.59, "word": " يتكلم", "probability": 0.9903564453125}, {"start": 622.59, "end": 623.23, "word": " فمعنى", "probability": 0.85087890625}, {"start": 623.23, "end": 623.45, "word": " ذلك", "probability": 0.992919921875}, {"start": 623.45, "end": 623.69, "word": " أنه", "probability": 0.824462890625}, {"start": 623.69, "end": 623.81, "word": " لأ", "probability": 0.933349609375}, {"start": 623.81, "end": 623.91, "word": " أنا", "probability": 0.83837890625}, {"start": 623.91, "end": 624.31, "word": " بحاول", "probability": 0.9913330078125}, {"start": 624.31, "end": 624.93, "word": " قدر", "probability": 0.9847005208333334}, {"start": 624.93, "end": 625.25, "word": " الإمكان", "probability": 0.8889973958333334}, {"start": 625.25, "end": 625.73, "word": " أخليه", "probability": 0.9259033203125}, {"start": 625.73, "end": 625.85, "word": " في", "probability": 0.94482421875}, {"start": 625.85, "end": 626.09, "word": " نفس", "probability": 0.997314453125}, {"start": 626.09, "end": 626.23, "word": " ال", "probability": 0.96435546875}, {"start": 626.23, "end": 626.69, "word": " stimulus", "probability": 0.95458984375}, {"start": 626.69, "end": 627.73, "word": " response", "probability": 0.7919921875}, {"start": 627.73, "end": 627.89, "word": " اللي", "probability": 0.922119140625}, {"start": 627.89, "end": 628.27, "word": " متعود", "probability": 0.91748046875}, {"start": 628.27, "end": 628.53, "word": " عليه", "probability": 0.94482421875}, {"start": 628.53, "end": 629.43, "word": " الاستجابة", "probability": 0.9435546875}, {"start": 629.43, "end": 629.97, "word": " المحفزة", "probability": 0.898046875}, {"start": 629.97, "end": 630.09, "word": " اللي", "probability": 0.955810546875}, {"start": 630.09, "end": 630.27, "word": " هو", "probability": 0.9755859375}, {"start": 630.27, "end": 630.75, "word": " عادة", "probability": 0.9851888020833334}, {"start": 630.75, "end": 632.45, "word": " بيعطي", "probability": 0.9324951171875}, {"start": 632.45, "end": 632.67, "word": " فيها", "probability": 0.99462890625}, {"start": 632.67, "end": 632.99, "word": " أفضل", "probability": 0.9833984375}, {"start": 632.99, "end": 633.07, "word": " ما", "probability": 0.9697265625}, {"start": 633.07, "end": 633.33, "word": " يمكن", "probability": 0.889404296875}, {"start": 633.33, "end": 633.57, "word": " لأن", "probability": 0.823974609375}, {"start": 633.57, "end": 633.77, "word": " هيك", "probability": 0.802978515625}, {"start": 633.77, "end": 634.03, "word": " طبيعة", "probability": 0.9493815104166666}, {"start": 634.03, "end": 634.49, "word": " وظيفته", "probability": 0.99462890625}, {"start": 634.49, "end": 635.17, "word": " طيب", "probability": 0.9327799479166666}, {"start": 635.17, "end": 635.53, "word": " أما", "probability": 0.869384765625}, {"start": 635.53, "end": 635.73, "word": " إذا", "probability": 0.922119140625}, {"start": 635.73, "end": 636.15, "word": " كانت", "probability": 0.93212890625}, {"start": 636.15, "end": 636.77, "word": " building", "probability": 0.8896484375}, {"start": 636.77, "end": 637.17, "word": " ال", "probability": 0.728515625}, {"start": 637.17, "end": 637.33, "word": " job", "probability": 0.97509765625}, {"start": 637.33, "end": 637.87, "word": " تبعته", "probability": 0.9273681640625}, {"start": 637.87, "end": 638.31, "word": " or", "probability": 0.5908203125}, {"start": 638.31, "end": 639.21, "word": " repairing", "probability": 0.90234375}, {"start": 639.21, "end": 639.73, "word": " or", "probability": 0.72900390625}, {"start": 639.73, "end": 640.69, "word": " troubleshooting", "probability": 0.938232421875}, {"start": 640.69, "end": 641.31, "word": " في", "probability": 0.74169921875}, {"start": 641.31, "end": 641.63, "word": " الحالة", "probability": 0.9903971354166666}, {"start": 641.63, "end": 641.85, "word": " هذه", "probability": 0.86962890625}, {"start": 641.85, "end": 642.27, "word": " أكيد", "probability": 0.91650390625}, {"start": 642.27, "end": 642.65, "word": " hands", "probability": 0.95556640625}, {"start": 642.65, "end": 642.93, "word": " on", "probability": 0.60009765625}], "temperature": 1.0}, {"id": 29, "seek": 67201, "start": 644.25, "end": 672.01, "text": "حاجة يدوية المفروض إنه يعطيني إش يدوي فلما أجي أقوله والله واحد بناء وبيعطينا دورة كيف يبني الحيطان مثلا بالعزل مع جدار عازل للحرارة أو للنار أو .. أو .. أو .. أو .. في الحالة هذه من الصعب جدا أقعد أقوله أوصفلك إيش بدك تسوي مش حاجة واضيف أوصف كلام فمن المناسب جدا إنه حالة زي هذه أقوله لأ إحنا هنشتغل في ورشة عمل", "tokens": [5016, 26108, 3660, 7251, 3215, 2407, 10632, 9673, 5172, 32887, 11242, 36145, 3224, 37495, 9566, 1829, 22653, 11933, 8592, 7251, 3215, 45865, 6156, 1211, 15042, 5551, 7435, 1829, 5551, 39648, 3224, 16070, 43761, 36764, 24401, 44945, 16606, 4032, 21292, 3615, 9566, 1829, 8315, 11778, 13063, 3660, 9122, 33911, 7251, 3555, 22653, 21542, 1829, 9566, 7649, 50113, 15040, 20666, 3615, 11622, 1211, 20449, 10874, 3215, 9640, 6225, 31377, 1211, 24976, 5016, 2288, 9640, 3660, 34051, 24976, 8315, 2288, 34051, 4386, 34051, 4386, 34051, 4386, 34051, 4386, 8978, 21542, 6027, 3660, 29538, 9154, 31767, 3615, 3555, 10874, 28259, 5551, 4587, 22488, 5551, 39648, 3224, 5551, 2407, 9381, 5172, 23275, 11933, 1829, 8592, 47525, 4117, 6055, 3794, 45865, 37893, 11331, 26108, 3660, 4032, 46958, 33911, 5551, 2407, 9381, 5172, 28242, 10943, 6156, 27842, 9673, 8315, 35457, 10874, 28259, 36145, 3224, 11331, 6027, 3660, 30767, 1829, 29538, 5551, 39648, 3224, 5296, 10721, 11933, 5016, 8315, 8032, 1863, 8592, 2655, 17082, 1211, 8978, 4032, 2288, 8592, 3660, 6225, 42213], "avg_logprob": -0.14375000361240273, "compression_ratio": 2.075187969924812, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 644.25, "end": 644.63, "word": "حاجة", "probability": 0.9762369791666666}, {"start": 644.63, "end": 645.21, "word": " يدوية", "probability": 0.9583740234375}, {"start": 645.21, "end": 645.83, "word": " المفروض", "probability": 0.961181640625}, {"start": 645.83, "end": 645.99, "word": " إنه", "probability": 0.6165771484375}, {"start": 645.99, "end": 646.37, "word": " يعطيني", "probability": 0.8353271484375}, {"start": 646.37, "end": 646.49, "word": " إش", "probability": 0.755615234375}, {"start": 646.49, "end": 646.85, "word": " يدوي", "probability": 0.8844401041666666}, {"start": 646.85, "end": 647.45, "word": " فلما", "probability": 0.7698567708333334}, {"start": 647.45, "end": 647.63, "word": " أجي", "probability": 0.8709309895833334}, {"start": 647.63, "end": 647.91, "word": " أقوله", "probability": 0.8572591145833334}, {"start": 647.91, "end": 648.23, "word": " والله", "probability": 0.826171875}, {"start": 648.23, "end": 648.69, "word": " واحد", "probability": 0.9599609375}, {"start": 648.69, "end": 649.41, "word": " بناء", "probability": 0.7880859375}, {"start": 649.41, "end": 649.83, "word": " وبيعطينا", "probability": 0.9369303385416666}, {"start": 649.83, "end": 650.27, "word": " دورة", "probability": 0.93994140625}, {"start": 650.27, "end": 650.75, "word": " كيف", "probability": 0.96875}, {"start": 650.75, "end": 651.09, "word": " يبني", "probability": 0.89208984375}, {"start": 651.09, "end": 652.65, "word": " الحيطان", "probability": 0.955810546875}, {"start": 652.65, "end": 653.01, "word": " مثلا", "probability": 0.96923828125}, {"start": 653.01, "end": 655.61, "word": " بالعزل", "probability": 0.8746337890625}, {"start": 655.61, "end": 656.05, "word": " مع", "probability": 0.80322265625}, {"start": 656.05, "end": 656.75, "word": " جدار", "probability": 0.9793294270833334}, {"start": 656.75, "end": 657.27, "word": " عازل", "probability": 0.9386393229166666}, {"start": 657.27, "end": 658.23, "word": " للحرارة", "probability": 0.9421875}, {"start": 658.23, "end": 658.39, "word": " أو", "probability": 0.904296875}, {"start": 658.39, "end": 659.41, "word": " للنار", "probability": 0.96337890625}, {"start": 659.41, "end": 659.61, "word": " أو", "probability": 0.77099609375}, {"start": 659.61, "end": 659.81, "word": " ..", "probability": 0.43603515625}, {"start": 659.81, "end": 659.81, "word": " أو", "probability": 0.52978515625}, {"start": 659.81, "end": 659.81, "word": " ..", "probability": 0.95556640625}, {"start": 659.81, "end": 659.93, "word": " أو", "probability": 0.9228515625}, {"start": 659.93, "end": 659.93, "word": " ..", "probability": 0.77880859375}, {"start": 659.93, "end": 660.05, "word": " أو", "probability": 0.62451171875}, {"start": 660.05, "end": 660.57, "word": " ..", "probability": 0.68896484375}, {"start": 660.57, "end": 660.63, "word": " في", "probability": 0.89453125}, {"start": 660.63, "end": 660.97, "word": " الحالة", "probability": 0.9864908854166666}, {"start": 660.97, "end": 661.19, "word": " هذه", "probability": 0.58935546875}, {"start": 661.19, "end": 661.75, "word": " من", "probability": 0.9375}, {"start": 661.75, "end": 662.29, "word": " الصعب", "probability": 0.99560546875}, {"start": 662.29, "end": 662.59, "word": " جدا", "probability": 0.98681640625}, {"start": 662.59, "end": 662.85, "word": " أقعد", "probability": 0.7704264322916666}, {"start": 662.85, "end": 663.17, "word": " أقوله", "probability": 0.9627278645833334}, {"start": 663.17, "end": 663.75, "word": " أوصفلك", "probability": 0.6845703125}, {"start": 663.75, "end": 663.89, "word": " إيش", "probability": 0.8518880208333334}, {"start": 663.89, "end": 664.11, "word": " بدك", "probability": 0.933837890625}, {"start": 664.11, "end": 664.53, "word": " تسوي", "probability": 0.9783528645833334}, {"start": 664.53, "end": 665.47, "word": " مش", "probability": 0.50634765625}, {"start": 665.47, "end": 665.63, "word": " حاجة", "probability": 0.9943033854166666}, {"start": 665.63, "end": 665.79, "word": " واضيف", "probability": 0.4755045572916667}, {"start": 665.79, "end": 666.09, "word": " أوصف", "probability": 0.8306884765625}, {"start": 666.09, "end": 666.41, "word": " كلام", "probability": 0.9873046875}, {"start": 666.41, "end": 667.39, "word": " فمن", "probability": 0.861328125}, {"start": 667.39, "end": 667.83, "word": " المناسب", "probability": 0.9969075520833334}, {"start": 667.83, "end": 668.11, "word": " جدا", "probability": 0.995361328125}, {"start": 668.11, "end": 668.49, "word": " إنه", "probability": 0.565673828125}, {"start": 668.49, "end": 668.97, "word": " حالة", "probability": 0.9977213541666666}, {"start": 668.97, "end": 669.15, "word": " زي", "probability": 0.98193359375}, {"start": 669.15, "end": 669.51, "word": " هذه", "probability": 0.9697265625}, {"start": 669.51, "end": 670.09, "word": " أقوله", "probability": 0.9217122395833334}, {"start": 670.09, "end": 670.29, "word": " لأ", "probability": 0.96826171875}, {"start": 670.29, "end": 670.61, "word": " إحنا", "probability": 0.8458658854166666}, {"start": 670.61, "end": 671.11, "word": " هنشتغل", "probability": 0.96484375}, {"start": 671.11, "end": 671.23, "word": " في", "probability": 0.9560546875}, {"start": 671.23, "end": 671.59, "word": " ورشة", "probability": 0.96142578125}, {"start": 671.59, "end": 672.01, "word": " عمل", "probability": 0.99169921875}], "temperature": 1.0}, {"id": 30, "seek": 69002, "start": 672.9, "end": 690.02, "text": "وارشة عمل وفيها مواد بناء ابني لبس على جد متر هي عندك كل المواد فالطبيعي جدا ان ال hands on او العمل اليدوي هو الأنسب و المريح له ك response ك response okay اما اذا كانت ال job هي عبارة عن writing", "tokens": [2407, 9640, 8592, 3660, 6225, 42213, 4032, 41185, 11296, 3714, 14407, 3215, 44945, 16606, 1975, 3555, 22653, 5296, 3555, 3794, 15844, 10874, 3215, 44650, 2288, 39896, 43242, 4117, 28242, 9673, 14407, 3215, 6156, 6027, 9566, 21292, 3615, 1829, 10874, 28259, 16472, 2423, 2377, 322, 1975, 2407, 18863, 42213, 45595, 3215, 45865, 31439, 16247, 1863, 35457, 4032, 9673, 16572, 5016, 46740, 9122, 4134, 9122, 4134, 1392, 1975, 15042, 1975, 15730, 25961, 2655, 2423, 1691, 39896, 6225, 3555, 9640, 3660, 18871, 3579], "avg_logprob": -0.2091049412150442, "compression_ratio": 1.5544554455445545, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 672.9, "end": 673.26, "word": "وارشة", "probability": 0.8629150390625}, {"start": 673.26, "end": 673.48, "word": " عمل", "probability": 0.98046875}, {"start": 673.48, "end": 673.74, "word": " وفيها", "probability": 0.8857421875}, {"start": 673.74, "end": 673.92, "word": " مواد", "probability": 0.931640625}, {"start": 673.92, "end": 674.26, "word": " بناء", "probability": 0.97900390625}, {"start": 674.26, "end": 674.66, "word": " ابني", "probability": 0.6841634114583334}, {"start": 674.66, "end": 674.96, "word": " لبس", "probability": 0.79931640625}, {"start": 674.96, "end": 675.1, "word": " على", "probability": 0.8486328125}, {"start": 675.1, "end": 675.28, "word": " جد", "probability": 0.4852294921875}, {"start": 675.28, "end": 675.72, "word": " متر", "probability": 0.915771484375}, {"start": 675.72, "end": 677.12, "word": " هي", "probability": 0.10467529296875}, {"start": 677.12, "end": 677.4, "word": " عندك", "probability": 0.970703125}, {"start": 677.4, "end": 677.56, "word": " كل", "probability": 0.9814453125}, {"start": 677.56, "end": 677.94, "word": " المواد", "probability": 0.9444986979166666}, {"start": 677.94, "end": 678.64, "word": " فالطبيعي", "probability": 0.974365234375}, {"start": 678.64, "end": 678.9, "word": " جدا", "probability": 0.9814453125}, {"start": 678.9, "end": 679.08, "word": " ان", "probability": 0.51123046875}, {"start": 679.08, "end": 679.18, "word": " ال", "probability": 0.8857421875}, {"start": 679.18, "end": 679.42, "word": " hands", "probability": 0.59326171875}, {"start": 679.42, "end": 679.7, "word": " on", "probability": 0.46142578125}, {"start": 679.7, "end": 680.36, "word": " او", "probability": 0.837646484375}, {"start": 680.36, "end": 681.0, "word": " العمل", "probability": 0.977294921875}, {"start": 681.0, "end": 681.46, "word": " اليدوي", "probability": 0.8030598958333334}, {"start": 681.46, "end": 681.96, "word": " هو", "probability": 0.98681640625}, {"start": 681.96, "end": 682.82, "word": " الأنسب", "probability": 0.8723958333333334}, {"start": 682.82, "end": 683.02, "word": " و", "probability": 0.6279296875}, {"start": 683.02, "end": 683.38, "word": " المريح", "probability": 0.8767903645833334}, {"start": 683.38, "end": 683.62, "word": " له", "probability": 0.8251953125}, {"start": 683.62, "end": 684.02, "word": " ك", "probability": 0.97509765625}, {"start": 684.02, "end": 684.56, "word": " response", "probability": 0.74365234375}, {"start": 684.56, "end": 684.92, "word": " ك", "probability": 0.66064453125}, {"start": 684.92, "end": 686.42, "word": " response", "probability": 0.40283203125}, {"start": 686.42, "end": 687.2, "word": " okay", "probability": 0.468994140625}, {"start": 687.2, "end": 687.76, "word": " اما", "probability": 0.719970703125}, {"start": 687.76, "end": 687.9, "word": " اذا", "probability": 0.875}, {"start": 687.9, "end": 688.22, "word": " كانت", "probability": 0.989501953125}, {"start": 688.22, "end": 688.32, "word": " ال", "probability": 0.94384765625}, {"start": 688.32, "end": 688.68, "word": " job", "probability": 0.97998046875}, {"start": 688.68, "end": 689.0, "word": " هي", "probability": 0.94384765625}, {"start": 689.0, "end": 689.32, "word": " عبارة", "probability": 0.996337890625}, {"start": 689.32, "end": 689.54, "word": " عن", "probability": 0.99560546875}, {"start": 689.54, "end": 690.02, "word": " writing", "probability": 0.92333984375}], "temperature": 1.0}, {"id": 31, "seek": 71891, "start": 692.87, "end": 718.91, "text": "typing كويس أو drawing رسم فالطبيعي جدا إن هي documented هاد الآن مش هقوله ارسملي والله الربيع أوصفلك إيه بدك ترسم الربيع إيش بده يقوله؟ بده يقوله أه هارسملك في نص الورقة شمس وتحت فيه مركب مش عارف إيه شراعي وفيه بحر وفيه جو وفيه نخلة طالعة هنا أو لأ مش هينفع الكلام هذا documented بمعنى إن ال response تبعه شيء موثق هقوله يلا هيورجة وارسم", "tokens": [874, 3381, 9122, 45865, 3794, 34051, 6316, 12602, 38251, 6156, 6027, 9566, 21292, 3615, 1829, 10874, 28259, 36145, 39896, 23007, 8032, 18513, 6024, 48506, 37893, 8032, 39648, 3224, 1975, 2288, 38251, 20292, 16070, 43761, 34892, 21292, 3615, 34051, 9381, 5172, 23275, 11933, 1829, 3224, 47525, 4117, 6055, 2288, 38251, 34892, 21292, 3615, 11933, 1829, 8592, 47525, 3224, 7251, 39648, 3224, 22807, 47525, 3224, 7251, 39648, 3224, 5551, 3224, 8032, 9640, 38251, 23275, 8978, 8717, 9381, 2423, 13063, 28671, 13412, 2304, 3794, 4032, 2655, 33753, 8978, 3224, 3714, 31747, 3555, 37893, 6225, 9640, 5172, 11933, 1829, 3224, 13412, 23557, 3615, 1829, 4032, 41185, 3224, 4724, 5016, 2288, 4032, 41185, 3224, 10874, 2407, 4032, 41185, 3224, 8717, 9778, 37977, 23032, 6027, 27884, 34105, 34051, 5296, 10721, 37893, 8032, 9957, 5172, 3615, 2423, 28820, 10943, 23758, 23007, 4724, 2304, 3615, 1863, 7578, 36145, 2423, 4134, 6055, 3555, 3615, 3224, 44049, 38207, 3714, 2407, 12984, 4587, 8032, 39648, 3224, 7251, 15040, 39896, 13063, 7435, 3660, 4032, 9640, 38251], "avg_logprob": -0.15227273016264944, "compression_ratio": 1.8627450980392157, "no_speech_prob": 1.0728836059570312e-06, "words": [{"start": 692.87, "end": 693.49, "word": "typing", "probability": 0.78955078125}, {"start": 693.49, "end": 694.11, "word": " كويس", "probability": 0.8943684895833334}, {"start": 694.11, "end": 694.47, "word": " أو", "probability": 0.8671875}, {"start": 694.47, "end": 695.15, "word": " drawing", "probability": 0.8955078125}, {"start": 695.15, "end": 696.11, "word": " رسم", "probability": 0.91162109375}, {"start": 696.11, "end": 696.91, "word": " فالطبيعي", "probability": 0.9674479166666666}, {"start": 696.91, "end": 697.19, "word": " جدا", "probability": 0.988525390625}, {"start": 697.19, "end": 697.39, "word": " إن", "probability": 0.349609375}, {"start": 697.39, "end": 697.53, "word": " هي", "probability": 0.72265625}, {"start": 697.53, "end": 698.21, "word": " documented", "probability": 0.95263671875}, {"start": 698.21, "end": 699.05, "word": " هاد", "probability": 0.4156494140625}, {"start": 699.05, "end": 699.41, "word": " الآن", "probability": 0.802734375}, {"start": 699.41, "end": 699.85, "word": " مش", "probability": 0.97412109375}, {"start": 699.85, "end": 700.19, "word": " هقوله", "probability": 0.7770182291666666}, {"start": 700.19, "end": 700.65, "word": " ارسملي", "probability": 0.847900390625}, {"start": 700.65, "end": 700.91, "word": " والله", "probability": 0.89013671875}, {"start": 700.91, "end": 701.45, "word": " الربيع", "probability": 0.9685872395833334}, {"start": 701.45, "end": 702.37, "word": " أوصفلك", "probability": 0.84765625}, {"start": 702.37, "end": 702.45, "word": " إيه", "probability": 0.740478515625}, {"start": 702.45, "end": 702.59, "word": " بدك", "probability": 0.88525390625}, {"start": 702.59, "end": 702.85, "word": " ترسم", "probability": 0.9876302083333334}, {"start": 702.85, "end": 703.55, "word": " الربيع", "probability": 0.9700520833333334}, {"start": 703.55, "end": 705.03, "word": " إيش", "probability": 0.7853190104166666}, {"start": 705.03, "end": 705.25, "word": " بده", "probability": 0.714111328125}, {"start": 705.25, "end": 705.45, "word": " يقوله؟", "probability": 0.7308349609375}, {"start": 705.45, "end": 705.61, "word": " بده", "probability": 0.750732421875}, {"start": 705.61, "end": 705.87, "word": " يقوله", "probability": 0.89453125}, {"start": 705.87, "end": 706.15, "word": " أه", "probability": 0.7490234375}, {"start": 706.15, "end": 706.61, "word": " هارسملك", "probability": 0.843505859375}, {"start": 706.61, "end": 706.75, "word": " في", "probability": 0.890625}, {"start": 706.75, "end": 706.95, "word": " نص", "probability": 0.974609375}, {"start": 706.95, "end": 707.55, "word": " الورقة", "probability": 0.95947265625}, {"start": 707.55, "end": 708.09, "word": " شمس", "probability": 0.99755859375}, {"start": 708.09, "end": 708.63, "word": " وتحت", "probability": 0.7613932291666666}, {"start": 708.63, "end": 708.91, "word": " فيه", "probability": 0.931884765625}, {"start": 708.91, "end": 709.27, "word": " مركب", "probability": 0.9900716145833334}, {"start": 709.27, "end": 709.43, "word": " مش", "probability": 0.9833984375}, {"start": 709.43, "end": 709.71, "word": " عارف", "probability": 0.9962565104166666}, {"start": 709.71, "end": 709.91, "word": " إيه", "probability": 0.9137369791666666}, {"start": 709.91, "end": 710.43, "word": " شراعي", "probability": 0.889404296875}, {"start": 710.43, "end": 710.71, "word": " وفيه", "probability": 0.9415690104166666}, {"start": 710.71, "end": 711.01, "word": " بحر", "probability": 0.9938151041666666}, {"start": 711.01, "end": 711.31, "word": " وفيه", "probability": 0.9853515625}, {"start": 711.31, "end": 711.57, "word": " جو", "probability": 0.985595703125}, {"start": 711.57, "end": 712.17, "word": " وفيه", "probability": 0.9599609375}, {"start": 712.17, "end": 712.49, "word": " نخلة", "probability": 0.9864908854166666}, {"start": 712.49, "end": 712.71, "word": " طالعة", "probability": 0.9430338541666666}, {"start": 712.71, "end": 712.85, "word": " هنا", "probability": 0.978515625}, {"start": 712.85, "end": 712.93, "word": " أو", "probability": 0.255859375}, {"start": 712.93, "end": 713.11, "word": " لأ", "probability": 0.9140625}, {"start": 713.11, "end": 713.41, "word": " مش", "probability": 0.90185546875}, {"start": 713.41, "end": 713.75, "word": " هينفع", "probability": 0.9378662109375}, {"start": 713.75, "end": 714.05, "word": " الكلام", "probability": 0.9365234375}, {"start": 714.05, "end": 714.25, "word": " هذا", "probability": 0.72119140625}, {"start": 714.25, "end": 715.01, "word": " documented", "probability": 0.91796875}, {"start": 715.01, "end": 715.45, "word": " بمعنى", "probability": 0.9837890625}, {"start": 715.45, "end": 715.59, "word": " إن", "probability": 0.80419921875}, {"start": 715.59, "end": 715.67, "word": " ال", "probability": 0.72021484375}, {"start": 715.67, "end": 715.97, "word": " response", "probability": 0.91552734375}, {"start": 715.97, "end": 716.35, "word": " تبعه", "probability": 0.9251708984375}, {"start": 716.35, "end": 716.79, "word": " شيء", "probability": 0.90869140625}, {"start": 716.79, "end": 717.37, "word": " موثق", "probability": 0.983154296875}, {"start": 717.37, "end": 717.95, "word": " هقوله", "probability": 0.9078776041666666}, {"start": 717.95, "end": 718.11, "word": " يلا", "probability": 0.798828125}, {"start": 718.11, "end": 718.55, "word": " هيورجة", "probability": 0.72650146484375}, {"start": 718.55, "end": 718.91, "word": " وارسم", "probability": 0.7505696614583334}], "temperature": 1.0}, {"id": 32, "seek": 73931, "start": 719.87, "end": 739.31, "text": "هي ورقة و ارسم أو بدنا نتأكد ان هو ال typing تبعته كويس زي مثلا دورات ال Secretariat، ماينفعش أقوله إيش هتعمل، الطبيعي جدا أقوله هي نموذج اعملي زيه، هيعمل إيش؟ هيعمل ورقة زيها، فالورقة دي documents بالنسبالي، الأوراق دي عبارة عن documents بالنسبالي، توثيق", "tokens": [3224, 1829, 4032, 2288, 28671, 4032, 1975, 2288, 38251, 34051, 47525, 8315, 8717, 2655, 10721, 4117, 3215, 16472, 31439, 2423, 18444, 6055, 3555, 34268, 3224, 9122, 45865, 3794, 30767, 1829, 50113, 15040, 11778, 13063, 9307, 2423, 7400, 41115, 12399, 19446, 9957, 5172, 3615, 8592, 5551, 39648, 3224, 11933, 1829, 8592, 8032, 2655, 25957, 1211, 12399, 41950, 21292, 3615, 1829, 10874, 28259, 5551, 39648, 3224, 39896, 8717, 2304, 2407, 8848, 7435, 1975, 25957, 20292, 30767, 1829, 3224, 12399, 39896, 25957, 1211, 11933, 1829, 8592, 22807, 39896, 25957, 1211, 4032, 2288, 28671, 30767, 1829, 11296, 12399, 6156, 6027, 13063, 28671, 11778, 1829, 8512, 20666, 1863, 35457, 6027, 1829, 12399, 16247, 13063, 995, 4587, 11778, 1829, 6225, 3555, 9640, 3660, 18871, 8512, 20666, 1863, 35457, 6027, 1829, 12399, 33427, 12984, 1829, 4587], "avg_logprob": -0.14038460839253206, "compression_ratio": 1.7520325203252032, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 719.87, "end": 720.09, "word": "هي", "probability": 0.890380859375}, {"start": 720.09, "end": 720.35, "word": " ورقة", "probability": 0.7967122395833334}, {"start": 720.35, "end": 720.43, "word": " و", "probability": 0.69287109375}, {"start": 720.43, "end": 720.73, "word": " ارسم", "probability": 0.8629557291666666}, {"start": 720.73, "end": 721.17, "word": " أو", "probability": 0.6025390625}, {"start": 721.17, "end": 721.55, "word": " بدنا", "probability": 0.8046875}, {"start": 721.55, "end": 722.23, "word": " نتأكد", "probability": 0.93671875}, {"start": 722.23, "end": 722.33, "word": " ان", "probability": 0.46826171875}, {"start": 722.33, "end": 722.45, "word": " هو", "probability": 0.93017578125}, {"start": 722.45, "end": 722.57, "word": " ال", "probability": 0.79541015625}, {"start": 722.57, "end": 722.79, "word": " typing", "probability": 0.95654296875}, {"start": 722.79, "end": 723.23, "word": " تبعته", "probability": 0.8875732421875}, {"start": 723.23, "end": 723.45, "word": " كويس", "probability": 0.9925130208333334}, {"start": 723.45, "end": 723.65, "word": " زي", "probability": 0.91357421875}, {"start": 723.65, "end": 723.93, "word": " مثلا", "probability": 0.95263671875}, {"start": 723.93, "end": 724.27, "word": " دورات", "probability": 0.9820963541666666}, {"start": 724.27, "end": 724.39, "word": " ال", "probability": 0.57275390625}, {"start": 724.39, "end": 725.55, "word": " Secretariat،", "probability": 0.4823404947916667}, {"start": 725.55, "end": 725.85, "word": " ماينفعش", "probability": 0.829296875}, {"start": 725.85, "end": 726.07, "word": " أقوله", "probability": 0.83154296875}, {"start": 726.07, "end": 726.21, "word": " إيش", "probability": 0.8816731770833334}, {"start": 726.21, "end": 727.79, "word": " هتعمل،", "probability": 0.88076171875}, {"start": 727.79, "end": 728.21, "word": " الطبيعي", "probability": 0.9908447265625}, {"start": 728.21, "end": 728.55, "word": " جدا", "probability": 0.990966796875}, {"start": 728.55, "end": 729.13, "word": " أقوله", "probability": 0.9256184895833334}, {"start": 729.13, "end": 729.61, "word": " هي", "probability": 0.377197265625}, {"start": 729.61, "end": 730.29, "word": " نموذج", "probability": 0.9767578125}, {"start": 730.29, "end": 730.79, "word": " اعملي", "probability": 0.6829427083333334}, {"start": 730.79, "end": 731.95, "word": " زيه،", "probability": 0.97802734375}, {"start": 731.95, "end": 732.41, "word": " هيعمل", "probability": 0.92919921875}, {"start": 732.41, "end": 732.65, "word": " إيش؟", "probability": 0.753173828125}, {"start": 732.65, "end": 732.93, "word": " هيعمل", "probability": 0.9820963541666666}, {"start": 732.93, "end": 733.37, "word": " ورقة", "probability": 0.9915364583333334}, {"start": 733.37, "end": 734.27, "word": " زيها،", "probability": 0.9193115234375}, {"start": 734.27, "end": 734.63, "word": " فالورقة", "probability": 0.978271484375}, {"start": 734.63, "end": 734.85, "word": " دي", "probability": 0.6802978515625}, {"start": 734.85, "end": 735.59, "word": " documents", "probability": 0.8779296875}, {"start": 735.59, "end": 736.59, "word": " بالنسبالي،", "probability": 0.987060546875}, {"start": 736.59, "end": 736.91, "word": " الأوراق", "probability": 0.9737548828125}, {"start": 736.91, "end": 737.07, "word": " دي", "probability": 0.90625}, {"start": 737.07, "end": 737.33, "word": " عبارة", "probability": 0.9833984375}, {"start": 737.33, "end": 737.45, "word": " عن", "probability": 0.9873046875}, {"start": 737.45, "end": 737.73, "word": " documents", "probability": 0.90478515625}, {"start": 737.73, "end": 738.77, "word": " بالنسبالي،", "probability": 0.943603515625}, {"start": 738.77, "end": 739.31, "word": " توثيق", "probability": 0.9696044921875}], "temperature": 1.0}, {"id": 33, "seek": 76390, "start": 740.14, "end": 763.9, "text": "طيب إذا كانت ال job هي عبارة عن evaluating، مقيم، مقيم أراضي، مقيم مباني، مقيم تقييم أو reasoning، منطقي، شكل منطقي التفكير، investigation أو investigation أو investigate .. investigating اللي هي التحقيقات، الناس اللي بيحققوا .. بيشتغلوا شغل التحقيق الطبيعي جداً", "tokens": [9566, 1829, 3555, 11933, 15730, 25961, 2655, 2423, 1691, 39896, 6225, 3555, 9640, 3660, 18871, 27479, 12399, 3714, 4587, 32640, 12399, 3714, 4587, 32640, 5551, 2288, 46958, 1829, 12399, 3714, 4587, 32640, 3714, 3555, 7649, 1829, 12399, 3714, 4587, 32640, 6055, 38436, 32640, 34051, 21577, 12399, 9154, 9566, 38436, 12399, 13412, 28820, 9154, 9566, 38436, 16712, 5172, 4117, 13546, 12399, 9627, 34051, 9627, 34051, 15013, 4386, 22858, 13672, 1829, 39896, 16712, 5016, 38436, 4587, 9307, 12399, 2423, 8315, 3794, 13672, 1829, 4724, 1829, 5016, 4587, 4587, 14407, 4386, 4724, 1829, 8592, 2655, 17082, 1211, 14407, 13412, 17082, 1211, 16712, 5016, 38436, 4587, 41950, 21292, 3615, 1829, 10874, 28259, 14111], "avg_logprob": -0.14303977204994722, "compression_ratio": 1.880184331797235, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 740.14, "end": 740.9, "word": "طيب", "probability": 0.98046875}, {"start": 740.9, "end": 741.52, "word": " إذا", "probability": 0.77978515625}, {"start": 741.52, "end": 741.96, "word": " كانت", "probability": 0.99365234375}, {"start": 741.96, "end": 742.2, "word": " ال", "probability": 0.974609375}, {"start": 742.2, "end": 742.52, "word": " job", "probability": 0.94775390625}, {"start": 742.52, "end": 742.92, "word": " هي", "probability": 0.9130859375}, {"start": 742.92, "end": 743.2, "word": " عبارة", "probability": 0.9962158203125}, {"start": 743.2, "end": 743.4, "word": " عن", "probability": 0.99560546875}, {"start": 743.4, "end": 744.56, "word": " evaluating،", "probability": 0.486846923828125}, {"start": 744.56, "end": 745.64, "word": " مقيم،", "probability": 0.86376953125}, {"start": 745.64, "end": 746.04, "word": " مقيم", "probability": 0.9031575520833334}, {"start": 746.04, "end": 746.56, "word": " أراضي،", "probability": 0.9505859375}, {"start": 746.56, "end": 746.92, "word": " مقيم", "probability": 0.9581705729166666}, {"start": 746.92, "end": 747.48, "word": " مباني،", "probability": 0.98447265625}, {"start": 747.48, "end": 747.76, "word": " مقيم", "probability": 0.9378255208333334}, {"start": 747.76, "end": 748.34, "word": " تقييم", "probability": 0.9303385416666666}, {"start": 748.34, "end": 749.12, "word": " أو", "probability": 0.73095703125}, {"start": 749.12, "end": 751.92, "word": " reasoning،", "probability": 0.82763671875}, {"start": 751.92, "end": 752.98, "word": " منطقي،", "probability": 0.8873291015625}, {"start": 752.98, "end": 753.3, "word": " شكل", "probability": 0.831787109375}, {"start": 753.3, "end": 753.66, "word": " منطقي", "probability": 0.95556640625}, {"start": 753.66, "end": 754.3, "word": " التفكير،", "probability": 0.8640625}, {"start": 754.3, "end": 754.88, "word": " investigation", "probability": 0.74169921875}, {"start": 754.88, "end": 755.72, "word": " أو", "probability": 0.6552734375}, {"start": 755.72, "end": 756.44, "word": " investigation", "probability": 0.322998046875}, {"start": 756.44, "end": 756.8, "word": " أو", "probability": 0.6806640625}, {"start": 756.8, "end": 757.34, "word": " investigate", "probability": 0.268310546875}, {"start": 757.34, "end": 757.56, "word": " ..", "probability": 0.8876953125}, {"start": 757.56, "end": 758.36, "word": " investigating", "probability": 0.7236328125}, {"start": 758.36, "end": 759.16, "word": " اللي", "probability": 0.913330078125}, {"start": 759.16, "end": 759.32, "word": " هي", "probability": 0.880859375}, {"start": 759.32, "end": 760.66, "word": " التحقيقات،", "probability": 0.9515787760416666}, {"start": 760.66, "end": 760.9, "word": " الناس", "probability": 0.97607421875}, {"start": 760.9, "end": 761.0, "word": " اللي", "probability": 0.98974609375}, {"start": 761.0, "end": 761.52, "word": " بيحققوا", "probability": 0.953125}, {"start": 761.52, "end": 761.56, "word": " ..", "probability": 0.388916015625}, {"start": 761.56, "end": 761.94, "word": " بيشتغلوا", "probability": 0.9482421875}, {"start": 761.94, "end": 762.38, "word": " شغل", "probability": 0.96435546875}, {"start": 762.38, "end": 762.74, "word": " التحقيق", "probability": 0.989501953125}, {"start": 762.74, "end": 763.22, "word": " الطبيعي", "probability": 0.8603515625}, {"start": 763.22, "end": 763.9, "word": " جداً", "probability": 0.9892578125}], "temperature": 1.0}, {"id": 34, "seek": 77382, "start": 764.1, "end": 773.82, "text": "إنه ال response تبعهم المحفز هو عبارة عن analytical process المعالجة التحليلية أنه بده يحلل شغلة معينة", "tokens": [28814, 1863, 3224, 2423, 4134, 6055, 3555, 3615, 16095, 9673, 5016, 5172, 11622, 31439, 6225, 3555, 9640, 3660, 18871, 29579, 1399, 9673, 3615, 6027, 7435, 3660, 16712, 5016, 20292, 1211, 10632, 14739, 3224, 47525, 3224, 7251, 5016, 1211, 1211, 13412, 17082, 37977, 20449, 9957, 3660], "avg_logprob": -0.14809782090394394, "compression_ratio": 1.2635658914728682, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 764.1, "end": 764.7, "word": "إنه", "probability": 0.7345377604166666}, {"start": 764.7, "end": 765.22, "word": " ال", "probability": 0.97216796875}, {"start": 765.22, "end": 765.66, "word": " response", "probability": 0.80126953125}, {"start": 765.66, "end": 766.3, "word": " تبعهم", "probability": 0.8704833984375}, {"start": 766.3, "end": 767.04, "word": " المحفز", "probability": 0.8411865234375}, {"start": 767.04, "end": 767.22, "word": " هو", "probability": 0.84765625}, {"start": 767.22, "end": 767.52, "word": " عبارة", "probability": 0.9949951171875}, {"start": 767.52, "end": 767.66, "word": " عن", "probability": 0.99560546875}, {"start": 767.66, "end": 768.18, "word": " analytical", "probability": 0.67626953125}, {"start": 768.18, "end": 769.32, "word": " process", "probability": 0.98828125}, {"start": 769.32, "end": 770.36, "word": " المعالجة", "probability": 0.93369140625}, {"start": 770.36, "end": 771.4, "word": " التحليلية", "probability": 0.95927734375}, {"start": 771.4, "end": 772.16, "word": " أنه", "probability": 0.486328125}, {"start": 772.16, "end": 772.48, "word": " بده", "probability": 0.7939453125}, {"start": 772.48, "end": 773.02, "word": " يحلل", "probability": 0.9794921875}, {"start": 773.02, "end": 773.34, "word": " شغلة", "probability": 0.8387044270833334}, {"start": 773.34, "end": 773.82, "word": " معينة", "probability": 0.9939778645833334}], "temperature": 1.0}, {"id": 35, "seek": 80365, "start": 774.65, "end": 803.65, "text": "لما بدنا نعمل دورة لمجموعة محققين ونحطهم في situations ممكن تكون جديدة عليهم وبدأ أشوف هو استفاد من الدورة ولا لا .. بدأ أقول له okay هاي situation معين حلله لنا يا .. إيش رأيك فيه؟ بده يقعد يحلل عشان من خلال تحليله أحط إيدي هو فعلا وصل لها النقاط الصحيحة اللي موجودة بيقدر يستنتجها من الحالة اللي عرضت ولا لأ فإبارعا analytical طيب .. الآن كرور رقم تسعة", "tokens": [1211, 15042, 47525, 8315, 8717, 25957, 1211, 11778, 13063, 3660, 32767, 7435, 2304, 2407, 27884, 3714, 5016, 4587, 4587, 9957, 4032, 1863, 5016, 9566, 16095, 8978, 6851, 3714, 43020, 6055, 30544, 10874, 16254, 41891, 25894, 16095, 4032, 44510, 10721, 5551, 8592, 38688, 31439, 44713, 5172, 18513, 9154, 32748, 13063, 3660, 49429, 20193, 4386, 47525, 10721, 5551, 39648, 46740, 1392, 8032, 47302, 2590, 20449, 9957, 11331, 1211, 1211, 3224, 5296, 8315, 35186, 4386, 11933, 1829, 8592, 12602, 10721, 1829, 4117, 8978, 3224, 22807, 47525, 3224, 7251, 4587, 22488, 7251, 5016, 1211, 1211, 6225, 8592, 7649, 9154, 16490, 1211, 6027, 6055, 5016, 20292, 43761, 5551, 5016, 9566, 11933, 1829, 16254, 31439, 6156, 3615, 15040, 4032, 36520, 46740, 995, 28239, 4587, 41193, 31767, 5016, 1829, 5016, 3660, 13672, 1829, 3714, 29245, 23328, 3660, 4724, 1829, 28543, 2288, 7251, 14851, 29399, 7435, 11296, 9154, 21542, 6027, 3660, 13672, 1829, 6225, 43042, 2655, 49429, 5296, 10721, 6156, 28814, 3555, 9640, 3615, 995, 29579, 23032, 1829, 3555, 4386, 6024, 48506, 9122, 2288, 13063, 12602, 4587, 2304, 6055, 3794, 27884], "avg_logprob": -0.1748383642955758, "compression_ratio": 1.8102409638554218, "no_speech_prob": 7.152557373046875e-07, "words": [{"start": 774.65, "end": 774.95, "word": "لما", "probability": 0.858642578125}, {"start": 774.95, "end": 775.13, "word": " بدنا", "probability": 0.5538330078125}, {"start": 775.13, "end": 775.35, "word": " نعمل", "probability": 0.9959309895833334}, {"start": 775.35, "end": 775.69, "word": " دورة", "probability": 0.994140625}, {"start": 775.69, "end": 776.45, "word": " لمجموعة", "probability": 0.860302734375}, {"start": 776.45, "end": 777.09, "word": " محققين", "probability": 0.977734375}, {"start": 777.09, "end": 778.01, "word": " ونحطهم", "probability": 0.930859375}, {"start": 778.01, "end": 778.13, "word": " في", "probability": 0.93212890625}, {"start": 778.13, "end": 778.71, "word": " situations", "probability": 0.7529296875}, {"start": 778.71, "end": 779.11, "word": " ممكن", "probability": 0.971923828125}, {"start": 779.11, "end": 779.41, "word": " تكون", "probability": 0.9814453125}, {"start": 779.41, "end": 779.75, "word": " جديدة", "probability": 0.9747721354166666}, {"start": 779.75, "end": 780.17, "word": " عليهم", "probability": 0.980712890625}, {"start": 780.17, "end": 781.19, "word": " وبدأ", "probability": 0.6756184895833334}, {"start": 781.19, "end": 781.39, "word": " أشوف", "probability": 0.91015625}, {"start": 781.39, "end": 781.59, "word": " هو", "probability": 0.78955078125}, {"start": 781.59, "end": 782.29, "word": " استفاد", "probability": 0.9352213541666666}, {"start": 782.29, "end": 782.49, "word": " من", "probability": 0.99609375}, {"start": 782.49, "end": 783.13, "word": " الدورة", "probability": 0.990234375}, {"start": 783.13, "end": 783.25, "word": " ولا", "probability": 0.8330078125}, {"start": 783.25, "end": 783.43, "word": " لا", "probability": 0.8408203125}, {"start": 783.43, "end": 783.65, "word": " ..", "probability": 0.234130859375}, {"start": 783.65, "end": 783.85, "word": " بدأ", "probability": 0.6337890625}, {"start": 783.85, "end": 783.97, "word": " أقول", "probability": 0.92529296875}, {"start": 783.97, "end": 784.07, "word": " له", "probability": 0.5849609375}, {"start": 784.07, "end": 784.33, "word": " okay", "probability": 0.60498046875}, {"start": 784.33, "end": 784.75, "word": " هاي", "probability": 0.566162109375}, {"start": 784.75, "end": 785.21, "word": " situation", "probability": 0.9794921875}, {"start": 785.21, "end": 785.63, "word": " معين", "probability": 0.98193359375}, {"start": 785.63, "end": 786.07, "word": " حلله", "probability": 0.68194580078125}, {"start": 786.07, "end": 786.25, "word": " لنا", "probability": 0.59716796875}, {"start": 786.25, "end": 786.39, "word": " يا", "probability": 0.1484375}, {"start": 786.39, "end": 786.55, "word": " ..", "probability": 0.67529296875}, {"start": 786.55, "end": 786.91, "word": " إيش", "probability": 0.728515625}, {"start": 786.91, "end": 787.23, "word": " رأيك", "probability": 0.980224609375}, {"start": 787.23, "end": 787.95, "word": " فيه؟", "probability": 0.8709309895833334}, {"start": 787.95, "end": 788.27, "word": " بده", "probability": 0.838623046875}, {"start": 788.27, "end": 788.55, "word": " يقعد", "probability": 0.9817708333333334}, {"start": 788.55, "end": 789.17, "word": " يحلل", "probability": 0.992919921875}, {"start": 789.17, "end": 789.71, "word": " عشان", "probability": 0.9488932291666666}, {"start": 789.71, "end": 789.85, "word": " من", "probability": 0.9970703125}, {"start": 789.85, "end": 790.11, "word": " خلال", "probability": 0.9964192708333334}, {"start": 790.11, "end": 790.69, "word": " تحليله", "probability": 0.9761962890625}, {"start": 790.69, "end": 791.25, "word": " أحط", "probability": 0.9443359375}, {"start": 791.25, "end": 791.45, "word": " إيدي", "probability": 0.8824869791666666}, {"start": 791.45, "end": 791.61, "word": " هو", "probability": 0.92333984375}, {"start": 791.61, "end": 791.91, "word": " فعلا", "probability": 0.9318033854166666}, {"start": 791.91, "end": 792.27, "word": " وصل", "probability": 0.979248046875}, {"start": 792.27, "end": 793.05, "word": " لها", "probability": 0.371337890625}, {"start": 793.05, "end": 793.47, "word": " النقاط", "probability": 0.91845703125}, {"start": 793.47, "end": 793.95, "word": " الصحيحة", "probability": 0.97705078125}, {"start": 793.95, "end": 794.07, "word": " اللي", "probability": 0.9033203125}, {"start": 794.07, "end": 794.49, "word": " موجودة", "probability": 0.9937744140625}, {"start": 794.49, "end": 794.79, "word": " بيقدر", "probability": 0.919677734375}, {"start": 794.79, "end": 795.61, "word": " يستنتجها", "probability": 0.99208984375}, {"start": 795.61, "end": 795.91, "word": " من", "probability": 0.99560546875}, {"start": 795.91, "end": 796.95, "word": " الحالة", "probability": 0.9881184895833334}, {"start": 796.95, "end": 797.19, "word": " اللي", "probability": 0.989501953125}, {"start": 797.19, "end": 797.75, "word": " عرضت", "probability": 0.8308919270833334}, {"start": 797.75, "end": 797.89, "word": " ولا", "probability": 0.87548828125}, {"start": 797.89, "end": 798.19, "word": " لأ", "probability": 0.933349609375}, {"start": 798.19, "end": 799.61, "word": " فإبارعا", "probability": 0.6731770833333334}, {"start": 799.61, "end": 800.09, "word": " analytical", "probability": 0.66748046875}, {"start": 800.09, "end": 801.87, "word": " طيب", "probability": 0.9542643229166666}, {"start": 801.87, "end": 802.21, "word": " ..", "probability": 0.52392578125}, {"start": 802.21, "end": 802.57, "word": " الآن", "probability": 0.80419921875}, {"start": 802.57, "end": 802.93, "word": " كرور", "probability": 0.7432454427083334}, {"start": 802.93, "end": 803.25, "word": " رقم", "probability": 0.9786783854166666}, {"start": 803.25, "end": 803.65, "word": " تسعة", "probability": 0.87255859375}], "temperature": 1.0}, {"id": 36, "seek": 80594, "start": 804.58, "end": 805.94, "text": "من ال rules اللي فاتوا", "tokens": [27842, 2423, 4474, 13672, 1829, 6156, 9307, 14407], "avg_logprob": -0.04904513888888889, "compression_ratio": 0.875, "no_speech_prob": 0.0, "words": [{"start": 804.58, "end": 804.88, "word": "من", "probability": 0.9375}, {"start": 804.88, "end": 805.0, "word": " ال", "probability": 0.9892578125}, {"start": 805.0, "end": 805.22, "word": " rules", "probability": 0.85595703125}, {"start": 805.22, "end": 805.5, "word": " اللي", "probability": 0.961669921875}, {"start": 805.5, "end": 805.94, "word": " فاتوا", "probability": 0.97021484375}], "temperature": 1.0}, {"id": 37, "seek": 83664, "start": 806.84, "end": 836.64, "text": "كان في عندى ك output فيه ال stimulus situation وكان فيه ال stimulus response ليش؟ لإن أنا بدى البيئة المناسبة لـ trainees عشان يستقبلوا المعلومة أنا كيف لازم أتكلم؟ هذا اللي هي situation و ال .. البيئة المناسبة عشان أخد منهم feedback هذا اللي هي ال response ال stimulus response تمام فإذا كان ال .. ال stimulus situation هي physical object و ال stimulus response هي عبارة عن hands-on", "tokens": [41361, 8978, 43242, 7578, 9122, 5598, 8978, 3224, 2423, 21366, 2590, 4032, 41361, 8978, 3224, 2423, 21366, 4134, 32239, 8592, 22807, 5296, 28814, 1863, 41850, 47525, 7578, 2423, 21292, 19986, 3660, 9673, 8315, 35457, 3660, 5296, 39184, 41316, 6225, 8592, 7649, 7251, 14851, 4587, 36150, 14407, 9673, 30241, 20498, 3660, 41850, 9122, 33911, 5296, 31377, 2304, 5551, 2655, 4117, 19528, 22807, 23758, 13672, 1829, 39896, 2590, 4032, 2423, 4386, 2423, 21292, 19986, 3660, 9673, 8315, 35457, 3660, 6225, 8592, 7649, 5551, 9778, 3215, 9154, 16095, 5824, 23758, 13672, 1829, 39896, 2423, 4134, 2423, 21366, 4134, 46811, 10943, 6156, 28814, 15730, 25961, 2423, 4386, 2423, 21366, 2590, 39896, 4001, 2657, 4032, 2423, 21366, 4134, 39896, 6225, 3555, 9640, 3660, 18871, 2377, 12, 266], "avg_logprob": -0.15116869264501867, "compression_ratio": 2.010948905109489, "no_speech_prob": 0.09149169921875, "words": [{"start": 806.84, "end": 807.1, "word": "كان", "probability": 0.95751953125}, {"start": 807.1, "end": 807.26, "word": " في", "probability": 0.9189453125}, {"start": 807.26, "end": 807.62, "word": " عندى", "probability": 0.85302734375}, {"start": 807.62, "end": 807.84, "word": " ك", "probability": 0.95849609375}, {"start": 807.84, "end": 808.22, "word": " output", "probability": 0.92236328125}, {"start": 808.22, "end": 808.54, "word": " فيه", "probability": 0.881103515625}, {"start": 808.54, "end": 808.66, "word": " ال", "probability": 0.78125}, {"start": 808.66, "end": 809.0, "word": " stimulus", "probability": 0.978515625}, {"start": 809.0, "end": 810.66, "word": " situation", "probability": 0.96484375}, {"start": 810.66, "end": 811.1, "word": " وكان", "probability": 0.82861328125}, {"start": 811.1, "end": 811.26, "word": " فيه", "probability": 0.93798828125}, {"start": 811.26, "end": 811.34, "word": " ال", "probability": 0.6533203125}, {"start": 811.34, "end": 811.76, "word": " stimulus", "probability": 0.96826171875}, {"start": 811.76, "end": 812.62, "word": " response", "probability": 0.96142578125}, {"start": 812.62, "end": 813.16, "word": " ليش؟", "probability": 0.8531901041666666}, {"start": 813.16, "end": 813.3, "word": " لإن", "probability": 0.7374674479166666}, {"start": 813.3, "end": 813.44, "word": " أنا", "probability": 0.7490234375}, {"start": 813.44, "end": 813.8, "word": " بدى", "probability": 0.720703125}, {"start": 813.8, "end": 814.52, "word": " البيئة", "probability": 0.965576171875}, {"start": 814.52, "end": 815.3, "word": " المناسبة", "probability": 0.99267578125}, {"start": 815.3, "end": 815.94, "word": " لـ", "probability": 0.482177734375}, {"start": 815.94, "end": 816.32, "word": " trainees", "probability": 0.94677734375}, {"start": 816.32, "end": 816.64, "word": " عشان", "probability": 0.96923828125}, {"start": 816.64, "end": 817.16, "word": " يستقبلوا", "probability": 0.9533203125}, {"start": 817.16, "end": 817.76, "word": " المعلومة", "probability": 0.9736328125}, {"start": 817.76, "end": 818.16, "word": " أنا", "probability": 0.50537109375}, {"start": 818.16, "end": 818.34, "word": " كيف", "probability": 0.991943359375}, {"start": 818.34, "end": 818.56, "word": " لازم", "probability": 0.9973958333333334}, {"start": 818.56, "end": 819.24, "word": " أتكلم؟", "probability": 0.814990234375}, {"start": 819.24, "end": 819.4, "word": " هذا", "probability": 0.2412109375}, {"start": 819.4, "end": 819.48, "word": " اللي", "probability": 0.931884765625}, {"start": 819.48, "end": 819.58, "word": " هي", "probability": 0.8095703125}, {"start": 819.58, "end": 820.18, "word": " situation", "probability": 0.82666015625}, {"start": 820.18, "end": 821.1, "word": " و", "probability": 0.6923828125}, {"start": 821.1, "end": 821.68, "word": " ال", "probability": 0.64990234375}, {"start": 821.68, "end": 821.68, "word": " ..", "probability": 0.8642578125}, {"start": 821.68, "end": 822.7, "word": " البيئة", "probability": 0.9556884765625}, {"start": 822.7, "end": 823.18, "word": " المناسبة", "probability": 0.9954833984375}, {"start": 823.18, "end": 823.4, "word": " عشان", "probability": 0.9969075520833334}, {"start": 823.4, "end": 823.78, "word": " أخد", "probability": 0.79541015625}, {"start": 823.78, "end": 824.02, "word": " منهم", "probability": 0.995361328125}, {"start": 824.02, "end": 824.56, "word": " feedback", "probability": 0.92529296875}, {"start": 824.56, "end": 825.1, "word": " هذا", "probability": 0.50390625}, {"start": 825.1, "end": 825.2, "word": " اللي", "probability": 0.99267578125}, {"start": 825.2, "end": 825.32, "word": " هي", "probability": 0.90869140625}, {"start": 825.32, "end": 825.54, "word": " ال", "probability": 0.75927734375}, {"start": 825.54, "end": 826.24, "word": " response", "probability": 0.943359375}, {"start": 826.24, "end": 826.62, "word": " ال", "probability": 0.3642578125}, {"start": 826.62, "end": 826.86, "word": " stimulus", "probability": 0.9638671875}, {"start": 826.86, "end": 827.46, "word": " response", "probability": 0.9765625}, {"start": 827.46, "end": 828.06, "word": " تمام", "probability": 0.801513671875}, {"start": 828.06, "end": 828.62, "word": " فإذا", "probability": 0.888671875}, {"start": 828.62, "end": 828.92, "word": " كان", "probability": 0.9970703125}, {"start": 828.92, "end": 829.68, "word": " ال", "probability": 0.97412109375}, {"start": 829.68, "end": 829.68, "word": " ..", "probability": 0.78515625}, {"start": 829.68, "end": 829.86, "word": " ال", "probability": 0.9541015625}, {"start": 829.86, "end": 830.24, "word": " stimulus", "probability": 0.912109375}, {"start": 830.24, "end": 831.4, "word": " situation", "probability": 0.97705078125}, {"start": 831.4, "end": 831.62, "word": " هي", "probability": 0.89111328125}, {"start": 831.62, "end": 832.1, "word": " physical", "probability": 0.84326171875}, {"start": 832.1, "end": 832.84, "word": " object", "probability": 0.990234375}, {"start": 832.84, "end": 833.76, "word": " و", "probability": 0.8203125}, {"start": 833.76, "end": 834.22, "word": " ال", "probability": 0.83203125}, {"start": 834.22, "end": 834.64, "word": " stimulus", "probability": 0.95068359375}, {"start": 834.64, "end": 835.5, "word": " response", "probability": 0.974609375}, {"start": 835.5, "end": 835.72, "word": " هي", "probability": 0.96240234375}, {"start": 835.72, "end": 835.96, "word": " عبارة", "probability": 0.9876708984375}, {"start": 835.96, "end": 836.12, "word": " عن", "probability": 0.99755859375}, {"start": 836.12, "end": 836.38, "word": " hands", "probability": 0.93505859375}, {"start": 836.38, "end": 836.64, "word": "-on", "probability": 0.7197265625}], "temperature": 1.0}, {"id": 38, "seek": 86258, "start": 837.76, "end": 862.58, "text": "و مطلوب feedback بمعنى ان انا لأ انا بدي اختبرهم محتاج اعملهم تقييم فانا محتاج اختبرهم يدش حصلوا على معلومات في الحالة هذه ال medium المناسبة هي workshop مش هينفع قاعد تدريس زي هيك فالمناسب جدا ك advisor لان قولنا media advisor هذا البرنامج ال expert system هذا ايش هيقوله؟ هيقول في حالة زي هذه لأ بنفعك تحجزلهم workshop", "tokens": [2407, 3714, 9566, 1211, 37746, 5824, 4724, 2304, 3615, 1863, 7578, 16472, 1975, 8315, 5296, 10721, 1975, 8315, 4724, 16254, 1975, 46456, 26890, 16095, 3714, 33753, 26108, 1975, 25957, 1211, 16095, 6055, 38436, 32640, 6156, 7649, 995, 3714, 33753, 26108, 1975, 46456, 26890, 16095, 7251, 3215, 8592, 11331, 36520, 14407, 15844, 20449, 1211, 20498, 9307, 8978, 21542, 6027, 3660, 29538, 2423, 6399, 9673, 8315, 35457, 3660, 39896, 13541, 37893, 8032, 9957, 5172, 3615, 12174, 995, 22488, 6055, 3215, 16572, 3794, 30767, 1829, 39896, 4117, 6156, 45340, 8315, 35457, 10874, 28259, 9122, 19161, 5296, 7649, 12174, 12610, 8315, 3021, 19161, 23758, 2423, 26890, 8315, 2304, 7435, 2423, 5844, 1185, 23758, 1975, 1829, 8592, 39896, 39648, 3224, 22807, 39896, 39648, 8978, 11331, 6027, 3660, 30767, 1829, 29538, 5296, 10721, 44945, 5172, 3615, 4117, 6055, 5016, 7435, 11622, 1211, 16095, 13541], "avg_logprob": -0.15478867099439497, "compression_ratio": 1.8280701754385964, "no_speech_prob": 0.0, "words": [{"start": 837.76, "end": 838.04, "word": "و", "probability": 0.7919921875}, {"start": 838.04, "end": 838.54, "word": " مطلوب", "probability": 0.8701171875}, {"start": 838.54, "end": 839.1, "word": " feedback", "probability": 0.8935546875}, {"start": 839.1, "end": 839.5, "word": " بمعنى", "probability": 0.95322265625}, {"start": 839.5, "end": 839.62, "word": " ان", "probability": 0.521484375}, {"start": 839.62, "end": 839.76, "word": " انا", "probability": 0.87939453125}, {"start": 839.76, "end": 839.94, "word": " لأ", "probability": 0.94580078125}, {"start": 839.94, "end": 840.06, "word": " انا", "probability": 0.796875}, {"start": 840.06, "end": 840.28, "word": " بدي", "probability": 0.8203125}, {"start": 840.28, "end": 841.06, "word": " اختبرهم", "probability": 0.92041015625}, {"start": 841.06, "end": 842.08, "word": " محتاج", "probability": 0.8982747395833334}, {"start": 842.08, "end": 842.56, "word": " اعملهم", "probability": 0.929931640625}, {"start": 842.56, "end": 842.98, "word": " تقييم", "probability": 0.8313802083333334}, {"start": 842.98, "end": 843.22, "word": " فانا", "probability": 0.9386393229166666}, {"start": 843.22, "end": 843.8, "word": " محتاج", "probability": 0.8390299479166666}, {"start": 843.8, "end": 844.36, "word": " اختبرهم", "probability": 0.9625244140625}, {"start": 844.36, "end": 845.12, "word": " يدش", "probability": 0.5177001953125}, {"start": 845.12, "end": 845.48, "word": " حصلوا", "probability": 0.8463541666666666}, {"start": 845.48, "end": 845.62, "word": " على", "probability": 0.77490234375}, {"start": 845.62, "end": 846.14, "word": " معلومات", "probability": 0.9803466796875}, {"start": 846.14, "end": 846.62, "word": " في", "probability": 0.498779296875}, {"start": 846.62, "end": 846.94, "word": " الحالة", "probability": 0.9632161458333334}, {"start": 846.94, "end": 847.14, "word": " هذه", "probability": 0.68505859375}, {"start": 847.14, "end": 847.42, "word": " ال", "probability": 0.97216796875}, {"start": 847.42, "end": 847.74, "word": " medium", "probability": 0.935546875}, {"start": 847.74, "end": 848.68, "word": " المناسبة", "probability": 0.9921875}, {"start": 848.68, "end": 849.3, "word": " هي", "probability": 0.93115234375}, {"start": 849.3, "end": 849.96, "word": " workshop", "probability": 0.8837890625}, {"start": 849.96, "end": 850.36, "word": " مش", "probability": 0.89453125}, {"start": 850.36, "end": 850.72, "word": " هينفع", "probability": 0.89599609375}, {"start": 850.72, "end": 851.0, "word": " قاعد", "probability": 0.75341796875}, {"start": 851.0, "end": 851.32, "word": " تدريس", "probability": 0.921875}, {"start": 851.32, "end": 851.52, "word": " زي", "probability": 0.97119140625}, {"start": 851.52, "end": 852.0, "word": " هيك", "probability": 0.925048828125}, {"start": 852.0, "end": 853.3, "word": " فالمناسب", "probability": 0.92529296875}, {"start": 853.3, "end": 853.7, "word": " جدا", "probability": 0.995849609375}, {"start": 853.7, "end": 855.02, "word": " ك", "probability": 0.98681640625}, {"start": 855.02, "end": 855.6, "word": " advisor", "probability": 0.78564453125}, {"start": 855.6, "end": 856.26, "word": " لان", "probability": 0.6558837890625}, {"start": 856.26, "end": 856.48, "word": " قولنا", "probability": 0.7589518229166666}, {"start": 856.48, "end": 856.72, "word": " media", "probability": 0.86328125}, {"start": 856.72, "end": 857.5, "word": " advisor", "probability": 0.9580078125}, {"start": 857.5, "end": 857.72, "word": " هذا", "probability": 0.859375}, {"start": 857.72, "end": 858.24, "word": " البرنامج", "probability": 0.971875}, {"start": 858.24, "end": 858.38, "word": " ال", "probability": 0.951171875}, {"start": 858.38, "end": 858.62, "word": " expert", "probability": 0.921875}, {"start": 858.62, "end": 858.94, "word": " system", "probability": 0.974609375}, {"start": 858.94, "end": 859.08, "word": " هذا", "probability": 0.5224609375}, {"start": 859.08, "end": 859.18, "word": " ايش", "probability": 0.759765625}, {"start": 859.18, "end": 859.74, "word": " هيقوله؟", "probability": 0.61273193359375}, {"start": 859.74, "end": 860.06, "word": " هيقول", "probability": 0.934326171875}, {"start": 860.06, "end": 860.2, "word": " في", "probability": 0.869140625}, {"start": 860.2, "end": 860.48, "word": " حالة", "probability": 0.9933268229166666}, {"start": 860.48, "end": 860.62, "word": " زي", "probability": 0.96728515625}, {"start": 860.62, "end": 860.84, "word": " هذه", "probability": 0.95947265625}, {"start": 860.84, "end": 861.12, "word": " لأ", "probability": 0.944580078125}, {"start": 861.12, "end": 861.72, "word": " بنفعك", "probability": 0.8585205078125}, {"start": 861.72, "end": 862.26, "word": " تحجزلهم", "probability": 0.9203287760416666}, {"start": 862.26, "end": 862.58, "word": " workshop", "probability": 0.90283203125}], "temperature": 1.0}, {"id": 39, "seek": 88769, "start": 863.49, "end": 887.69, "text": "فلازم أروح لل workshop و أعرفوي أش طبيعة شغلهم عشان أوفروا لهم tools و أوفروا لهم قطع يشوفوها، كويس، هاي أول نصيحة نهائية وصلنا لها ال rule رقم اتنين، rule عشرة عفوا، رقم اتنين في حكاية ال .. في ال medium النهائية إذا كان ال stimulus situation symbolic، ال response analytical و مطلوب feedback", "tokens": [5172, 1211, 31377, 2304, 5551, 32887, 5016, 24976, 13541, 4032, 5551, 3615, 28480, 45865, 5551, 8592, 23032, 21292, 27884, 13412, 17082, 1211, 16095, 6225, 8592, 7649, 34051, 5172, 2288, 14407, 5296, 16095, 3873, 4032, 34051, 5172, 2288, 14407, 5296, 16095, 12174, 9566, 3615, 7251, 8592, 38688, 2407, 11296, 12399, 9122, 45865, 3794, 12399, 8032, 47302, 5551, 12610, 8717, 9381, 1829, 5016, 3660, 8717, 3224, 16373, 10632, 4032, 36520, 8315, 5296, 11296, 2423, 4978, 12602, 4587, 2304, 1975, 2655, 1863, 9957, 12399, 4978, 6225, 8592, 25720, 6225, 5172, 14407, 12399, 12602, 4587, 2304, 1975, 2655, 1863, 9957, 8978, 11331, 4117, 995, 10632, 2423, 4386, 8978, 2423, 6399, 28239, 3224, 16373, 10632, 11933, 15730, 25961, 2423, 21366, 2590, 25755, 12399, 2423, 4134, 29579, 4032, 3714, 9566, 1211, 37746, 5824], "avg_logprob": -0.14147949125617743, "compression_ratio": 1.6532846715328466, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 863.49, "end": 863.97, "word": "فلازم", "probability": 0.956298828125}, {"start": 863.97, "end": 864.21, "word": " أروح", "probability": 0.9148763020833334}, {"start": 864.21, "end": 864.35, "word": " لل", "probability": 0.978515625}, {"start": 864.35, "end": 864.71, "word": " workshop", "probability": 0.78466796875}, {"start": 864.71, "end": 864.87, "word": " و", "probability": 0.77587890625}, {"start": 864.87, "end": 865.17, "word": " أعرفوي", "probability": 0.7344970703125}, {"start": 865.17, "end": 865.31, "word": " أش", "probability": 0.808349609375}, {"start": 865.31, "end": 865.59, "word": " طبيعة", "probability": 0.9249674479166666}, {"start": 865.59, "end": 865.97, "word": " شغلهم", "probability": 0.9580078125}, {"start": 865.97, "end": 866.37, "word": " عشان", "probability": 0.9666341145833334}, {"start": 866.37, "end": 866.83, "word": " أوفروا", "probability": 0.7432861328125}, {"start": 866.83, "end": 867.07, "word": " لهم", "probability": 0.815185546875}, {"start": 867.07, "end": 867.93, "word": " tools", "probability": 0.921875}, {"start": 867.93, "end": 868.05, "word": " و", "probability": 0.7705078125}, {"start": 868.05, "end": 868.45, "word": " أوفروا", "probability": 0.888916015625}, {"start": 868.45, "end": 868.71, "word": " لهم", "probability": 0.978271484375}, {"start": 868.71, "end": 869.13, "word": " قطع", "probability": 0.916015625}, {"start": 869.13, "end": 870.09, "word": " يشوفوها،", "probability": 0.8999430338541666}, {"start": 870.09, "end": 870.79, "word": " كويس،", "probability": 0.85528564453125}, {"start": 870.79, "end": 870.93, "word": " هاي", "probability": 0.669677734375}, {"start": 870.93, "end": 871.33, "word": " أول", "probability": 0.950927734375}, {"start": 871.33, "end": 872.93, "word": " نصيحة", "probability": 0.994921875}, {"start": 872.93, "end": 873.61, "word": " نهائية", "probability": 0.9788818359375}, {"start": 873.61, "end": 874.03, "word": " وصلنا", "probability": 0.9544270833333334}, {"start": 874.03, "end": 874.33, "word": " لها", "probability": 0.9296875}, {"start": 874.33, "end": 874.67, "word": " ال", "probability": 0.83349609375}, {"start": 874.67, "end": 874.77, "word": " rule", "probability": 0.7080078125}, {"start": 874.77, "end": 875.03, "word": " رقم", "probability": 0.9894205729166666}, {"start": 875.03, "end": 875.57, "word": " اتنين،", "probability": 0.854345703125}, {"start": 875.57, "end": 875.83, "word": " rule", "probability": 0.55615234375}, {"start": 875.83, "end": 877.05, "word": " عشرة", "probability": 0.8951822916666666}, {"start": 877.05, "end": 877.67, "word": " عفوا،", "probability": 0.7711181640625}, {"start": 877.67, "end": 878.01, "word": " رقم", "probability": 0.8603515625}, {"start": 878.01, "end": 878.31, "word": " اتنين", "probability": 0.9825439453125}, {"start": 878.31, "end": 878.45, "word": " في", "probability": 0.96826171875}, {"start": 878.45, "end": 878.73, "word": " حكاية", "probability": 0.9256591796875}, {"start": 878.73, "end": 879.01, "word": " ال", "probability": 0.9453125}, {"start": 879.01, "end": 879.19, "word": " ..", "probability": 0.5810546875}, {"start": 879.19, "end": 879.43, "word": " في", "probability": 0.85498046875}, {"start": 879.43, "end": 879.83, "word": " ال", "probability": 0.986328125}, {"start": 879.83, "end": 880.19, "word": " medium", "probability": 0.916015625}, {"start": 880.19, "end": 880.93, "word": " النهائية", "probability": 0.9742431640625}, {"start": 880.93, "end": 881.57, "word": " إذا", "probability": 0.765380859375}, {"start": 881.57, "end": 881.73, "word": " كان", "probability": 0.99560546875}, {"start": 881.73, "end": 881.85, "word": " ال", "probability": 0.98095703125}, {"start": 881.85, "end": 882.25, "word": " stimulus", "probability": 0.974609375}, {"start": 882.25, "end": 883.05, "word": " situation", "probability": 0.97021484375}, {"start": 883.05, "end": 884.51, "word": " symbolic،", "probability": 0.76171875}, {"start": 884.51, "end": 884.73, "word": " ال", "probability": 0.96142578125}, {"start": 884.73, "end": 885.53, "word": " response", "probability": 0.9306640625}, {"start": 885.53, "end": 886.21, "word": " analytical", "probability": 0.88916015625}, {"start": 886.21, "end": 886.79, "word": " و", "probability": 0.77978515625}, {"start": 886.79, "end": 887.27, "word": " مطلوب", "probability": 0.8719482421875}, {"start": 887.27, "end": 887.69, "word": " feedback", "probability": 0.89013671875}], "temperature": 1.0}, {"id": 40, "seek": 91600, "start": 888.6, "end": 916.0, "text": "محتاج انا منهم feedback ف okay ال medium المناسبة في الحالة هذه هي lecture tutorial tutorial ال lecture tutorial هذه قاع زي هذه مناسبة جدا بشوفهم بشوفوني هو كل المقلوب شاشة و نكتب لهم و هم ممكن يحللوا فالتحليل هذا oral ممكن نتكلم أنا وياهم كلام او على ورق ففيش مشكلة lecture tutorial مناسبة جدا طيب إذا كان visual", "tokens": [2304, 33753, 26108, 1975, 8315, 9154, 16095, 5824, 6156, 1392, 2423, 6399, 9673, 8315, 35457, 3660, 8978, 21542, 6027, 3660, 29538, 39896, 7991, 7073, 7073, 2423, 7991, 7073, 29538, 12174, 45761, 30767, 1829, 29538, 3714, 8315, 35457, 3660, 10874, 28259, 4724, 8592, 38688, 16095, 4724, 8592, 38688, 11536, 1829, 31439, 28242, 9673, 4587, 1211, 37746, 13412, 33599, 3660, 4032, 8717, 4117, 2655, 3555, 5296, 16095, 4032, 8032, 2304, 3714, 43020, 7251, 5016, 1211, 1211, 14407, 6156, 6027, 2655, 5016, 20292, 1211, 23758, 19338, 3714, 43020, 8717, 2655, 4117, 19528, 41850, 4032, 25528, 16095, 28242, 10943, 1975, 2407, 15844, 4032, 2288, 4587, 6156, 41185, 8592, 37893, 28820, 3660, 7991, 7073, 3714, 8315, 35457, 3660, 10874, 28259, 23032, 1829, 3555, 11933, 15730, 25961, 5056], "avg_logprob": -0.14037093205180595, "compression_ratio": 1.8239700374531835, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 888.6, "end": 889.1, "word": "محتاج", "probability": 0.99267578125}, {"start": 889.1, "end": 889.24, "word": " انا", "probability": 0.7705078125}, {"start": 889.24, "end": 889.5, "word": " منهم", "probability": 0.996337890625}, {"start": 889.5, "end": 889.96, "word": " feedback", "probability": 0.8974609375}, {"start": 889.96, "end": 890.4, "word": " ف", "probability": 0.75048828125}, {"start": 890.4, "end": 890.66, "word": " okay", "probability": 0.625}, {"start": 890.66, "end": 891.1, "word": " ال", "probability": 0.92138671875}, {"start": 891.1, "end": 891.38, "word": " medium", "probability": 0.9541015625}, {"start": 891.38, "end": 891.96, "word": " المناسبة", "probability": 0.989501953125}, {"start": 891.96, "end": 892.04, "word": " في", "probability": 0.9501953125}, {"start": 892.04, "end": 892.32, "word": " الحالة", "probability": 0.96044921875}, {"start": 892.32, "end": 892.54, "word": " هذه", "probability": 0.6064453125}, {"start": 892.54, "end": 892.96, "word": " هي", "probability": 0.9423828125}, {"start": 892.96, "end": 893.48, "word": " lecture", "probability": 0.90771484375}, {"start": 893.48, "end": 894.16, "word": " tutorial", "probability": 0.90625}, {"start": 894.16, "end": 895.24, "word": " tutorial", "probability": 0.259033203125}, {"start": 895.24, "end": 895.82, "word": " ال", "probability": 0.87451171875}, {"start": 895.82, "end": 896.1, "word": " lecture", "probability": 0.98291015625}, {"start": 896.1, "end": 896.6, "word": " tutorial", "probability": 0.94189453125}, {"start": 896.6, "end": 896.98, "word": " هذه", "probability": 0.446044921875}, {"start": 896.98, "end": 897.5, "word": " قاع", "probability": 0.782958984375}, {"start": 897.5, "end": 897.72, "word": " زي", "probability": 0.74560546875}, {"start": 897.72, "end": 898.0, "word": " هذه", "probability": 0.69873046875}, {"start": 898.0, "end": 898.76, "word": " مناسبة", "probability": 0.9493408203125}, {"start": 898.76, "end": 899.04, "word": " جدا", "probability": 0.995849609375}, {"start": 899.04, "end": 899.7, "word": " بشوفهم", "probability": 0.962158203125}, {"start": 899.7, "end": 900.24, "word": " بشوفوني", "probability": 0.87412109375}, {"start": 900.24, "end": 900.52, "word": " هو", "probability": 0.92578125}, {"start": 900.52, "end": 900.76, "word": " كل", "probability": 0.98681640625}, {"start": 900.76, "end": 901.54, "word": " المقلوب", "probability": 0.73712158203125}, {"start": 901.54, "end": 902.4, "word": " شاشة", "probability": 0.982421875}, {"start": 902.4, "end": 902.72, "word": " و", "probability": 0.9931640625}, {"start": 902.72, "end": 903.02, "word": " نكتب", "probability": 0.980224609375}, {"start": 903.02, "end": 903.36, "word": " لهم", "probability": 0.816162109375}, {"start": 903.36, "end": 903.7, "word": " و", "probability": 0.98828125}, {"start": 903.7, "end": 903.82, "word": " هم", "probability": 0.962890625}, {"start": 903.82, "end": 904.18, "word": " ممكن", "probability": 0.726806640625}, {"start": 904.18, "end": 904.66, "word": " يحللوا", "probability": 0.93251953125}, {"start": 904.66, "end": 905.12, "word": " فالتحليل", "probability": 0.9798177083333334}, {"start": 905.12, "end": 905.28, "word": " هذا", "probability": 0.6748046875}, {"start": 905.28, "end": 905.58, "word": " oral", "probability": 0.9775390625}, {"start": 905.58, "end": 905.94, "word": " ممكن", "probability": 0.9736328125}, {"start": 905.94, "end": 906.32, "word": " نتكلم", "probability": 0.958984375}, {"start": 906.32, "end": 906.46, "word": " أنا", "probability": 0.28759765625}, {"start": 906.46, "end": 906.78, "word": " وياهم", "probability": 0.794921875}, {"start": 906.78, "end": 907.18, "word": " كلام", "probability": 0.9248046875}, {"start": 907.18, "end": 908.04, "word": " او", "probability": 0.814208984375}, {"start": 908.04, "end": 908.22, "word": " على", "probability": 0.91357421875}, {"start": 908.22, "end": 908.58, "word": " ورق", "probability": 0.96435546875}, {"start": 908.58, "end": 909.74, "word": " ففيش", "probability": 0.7427571614583334}, {"start": 909.74, "end": 910.2, "word": " مشكلة", "probability": 0.9900716145833334}, {"start": 910.2, "end": 910.62, "word": " lecture", "probability": 0.8828125}, {"start": 910.62, "end": 911.34, "word": " tutorial", "probability": 0.9287109375}, {"start": 911.34, "end": 912.46, "word": " مناسبة", "probability": 0.9649658203125}, {"start": 912.46, "end": 912.98, "word": " جدا", "probability": 0.9990234375}, {"start": 912.98, "end": 914.4, "word": " طيب", "probability": 0.97216796875}, {"start": 914.4, "end": 914.9, "word": " إذا", "probability": 0.7386474609375}, {"start": 914.9, "end": 915.16, "word": " كان", "probability": 0.99658203125}, {"start": 915.16, "end": 916.0, "word": " visual", "probability": 0.98095703125}], "temperature": 1.0}, {"id": 41, "seek": 94311, "start": 917.23, "end": 943.11, "text": "documented و not required ال feedback انا مابديش منهم feedback يعني خلاص احنا اعطيناهم دورة لهم و انتهى مش محتاج اعملهم تقييم طب ده مش محتاج تعملهم تقييم معناته خلاص و visual اعملهم video cassette و اعطيهميا و خلصناه ففي الحالة هذه ال medium هي ال video cassette و انتهى ممكن تكون تعليم إلكتروني عن بعض اعطيهميا ليش لأن انا مابديش feedback", "tokens": [39966, 2206, 292, 4032, 406, 4739, 2423, 5824, 1975, 8315, 3714, 16758, 16254, 8592, 9154, 16095, 5824, 37495, 22653, 16490, 1211, 33546, 1975, 5016, 8315, 1975, 3615, 9566, 1829, 8315, 16095, 11778, 13063, 3660, 5296, 16095, 4032, 16472, 47395, 7578, 37893, 3714, 33753, 26108, 1975, 25957, 1211, 16095, 6055, 38436, 32640, 23032, 3555, 11778, 3224, 37893, 3714, 33753, 26108, 6055, 25957, 1211, 16095, 6055, 38436, 32640, 20449, 8315, 47395, 16490, 1211, 33546, 4032, 5056, 1975, 25957, 1211, 16095, 960, 40514, 4032, 1975, 3615, 9566, 1829, 16095, 25528, 4032, 16490, 1211, 9381, 8315, 3224, 6156, 41185, 21542, 6027, 3660, 29538, 2423, 6399, 39896, 2423, 960, 40514, 4032, 16472, 47395, 7578, 3714, 43020, 6055, 30544, 37279, 20292, 2304, 11933, 23275, 2655, 2288, 11536, 1829, 18871, 45030, 11242, 1975, 3615, 9566, 1829, 16095, 25528, 32239, 8592, 5296, 33456, 1975, 8315, 3714, 16758, 16254, 8592, 5824], "avg_logprob": -0.14368444785371526, "compression_ratio": 1.992537313432836, "no_speech_prob": 1.5497207641601562e-06, "words": [{"start": 917.23, "end": 917.87, "word": "documented", "probability": 0.721923828125}, {"start": 917.87, "end": 918.37, "word": " و", "probability": 0.93798828125}, {"start": 918.37, "end": 918.83, "word": " not", "probability": 0.83056640625}, {"start": 918.83, "end": 919.49, "word": " required", "probability": 0.8408203125}, {"start": 919.49, "end": 920.17, "word": " ال", "probability": 0.82568359375}, {"start": 920.17, "end": 921.31, "word": " feedback", "probability": 0.587890625}, {"start": 921.31, "end": 921.71, "word": " انا", "probability": 0.6414794921875}, {"start": 921.71, "end": 921.99, "word": " مابديش", "probability": 0.735595703125}, {"start": 921.99, "end": 922.19, "word": " منهم", "probability": 0.983642578125}, {"start": 922.19, "end": 922.67, "word": " feedback", "probability": 0.8779296875}, {"start": 922.67, "end": 923.21, "word": " يعني", "probability": 0.8916015625}, {"start": 923.21, "end": 923.51, "word": " خلاص", "probability": 0.9781901041666666}, {"start": 923.51, "end": 923.79, "word": " احنا", "probability": 0.9192708333333334}, {"start": 923.79, "end": 924.17, "word": " اعطيناهم", "probability": 0.8528238932291666}, {"start": 924.17, "end": 924.49, "word": " دورة", "probability": 0.98388671875}, {"start": 924.49, "end": 924.79, "word": " لهم", "probability": 0.7408447265625}, {"start": 924.79, "end": 925.25, "word": " و", "probability": 0.96337890625}, {"start": 925.25, "end": 925.57, "word": " انتهى", "probability": 0.8917643229166666}, {"start": 925.57, "end": 926.19, "word": " مش", "probability": 0.88330078125}, {"start": 926.19, "end": 926.81, "word": " محتاج", "probability": 0.9933268229166666}, {"start": 926.81, "end": 927.85, "word": " اعملهم", "probability": 0.9390869140625}, {"start": 927.85, "end": 928.35, "word": " تقييم", "probability": 0.9635416666666666}, {"start": 928.35, "end": 928.83, "word": " طب", "probability": 0.982177734375}, {"start": 928.83, "end": 928.97, "word": " ده", "probability": 0.94873046875}, {"start": 928.97, "end": 929.13, "word": " مش", "probability": 0.94189453125}, {"start": 929.13, "end": 929.43, "word": " محتاج", "probability": 0.9930013020833334}, {"start": 929.43, "end": 929.75, "word": " تعملهم", "probability": 0.863525390625}, {"start": 929.75, "end": 930.07, "word": " تقييم", "probability": 0.9736328125}, {"start": 930.07, "end": 930.43, "word": " معناته", "probability": 0.94873046875}, {"start": 930.43, "end": 930.75, "word": " خلاص", "probability": 0.994140625}, {"start": 930.75, "end": 930.89, "word": " و", "probability": 0.8818359375}, {"start": 930.89, "end": 931.21, "word": " visual", "probability": 0.5439453125}, {"start": 931.21, "end": 932.05, "word": " اعملهم", "probability": 0.9320068359375}, {"start": 932.05, "end": 932.29, "word": " video", "probability": 0.86279296875}, {"start": 932.29, "end": 932.69, "word": " cassette", "probability": 0.767578125}, {"start": 932.69, "end": 932.97, "word": " و", "probability": 0.77587890625}, {"start": 932.97, "end": 933.43, "word": " اعطيهميا", "probability": 0.8418375651041666}, {"start": 933.43, "end": 933.55, "word": " و", "probability": 0.98779296875}, {"start": 933.55, "end": 934.19, "word": " خلصناه", "probability": 0.887890625}, {"start": 934.19, "end": 935.57, "word": " ففي", "probability": 0.900390625}, {"start": 935.57, "end": 935.91, "word": " الحالة", "probability": 0.98388671875}, {"start": 935.91, "end": 936.15, "word": " هذه", "probability": 0.76904296875}, {"start": 936.15, "end": 936.35, "word": " ال", "probability": 0.97509765625}, {"start": 936.35, "end": 936.61, "word": " medium", "probability": 0.91552734375}, {"start": 936.61, "end": 936.83, "word": " هي", "probability": 0.88134765625}, {"start": 936.83, "end": 936.95, "word": " ال", "probability": 0.9365234375}, {"start": 936.95, "end": 937.13, "word": " video", "probability": 0.9013671875}, {"start": 937.13, "end": 937.49, "word": " cassette", "probability": 0.77490234375}, {"start": 937.49, "end": 937.81, "word": " و", "probability": 0.9833984375}, {"start": 937.81, "end": 938.45, "word": " انتهى", "probability": 0.9226888020833334}, {"start": 938.45, "end": 939.21, "word": " ممكن", "probability": 0.82275390625}, {"start": 939.21, "end": 939.49, "word": " تكون", "probability": 0.89599609375}, {"start": 939.49, "end": 939.81, "word": " تعليم", "probability": 0.9763997395833334}, {"start": 939.81, "end": 940.27, "word": " إلكتروني", "probability": 0.8972981770833334}, {"start": 940.27, "end": 940.43, "word": " عن", "probability": 0.89697265625}, {"start": 940.43, "end": 940.81, "word": " بعض", "probability": 0.6873779296875}, {"start": 940.81, "end": 941.85, "word": " اعطيهميا", "probability": 0.874755859375}, {"start": 941.85, "end": 942.07, "word": " ليش", "probability": 0.89404296875}, {"start": 942.07, "end": 942.25, "word": " لأن", "probability": 0.609619140625}, {"start": 942.25, "end": 942.37, "word": " انا", "probability": 0.773681640625}, {"start": 942.37, "end": 942.67, "word": " مابديش", "probability": 0.9842529296875}, {"start": 942.67, "end": 943.11, "word": " feedback", "probability": 0.86572265625}], "temperature": 1.0}, {"id": 42, "seek": 94902, "start": 944.1, "end": 949.02, "text": "بدوناش feedback، كويس، إذا كان visual", "tokens": [44510, 11536, 33599, 5824, 12399, 9122, 45865, 3794, 12399, 11933, 15730, 25961, 5056], "avg_logprob": -0.39062499574252535, "compression_ratio": 0.8870967741935484, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 944.1, "end": 944.56, "word": "بدوناش", "probability": 0.3999837239583333}, {"start": 944.56, "end": 945.42, "word": " feedback،", "probability": 0.6104736328125}, {"start": 945.42, "end": 946.12, "word": " كويس،", "probability": 0.82794189453125}, {"start": 946.12, "end": 948.32, "word": " إذا", "probability": 0.9375}, {"start": 948.32, "end": 948.58, "word": " كان", "probability": 0.99560546875}, {"start": 948.58, "end": 949.02, "word": " visual", "probability": 0.96044921875}], "temperature": 1.0}, {"id": 43, "seek": 97646, "start": 949.98, "end": 976.46, "text": "ال response المتوقع هو oral ومطلوب feedback برضه نفس الكلام محاضرة أو lecture tutorial مناسبة جدا ال lecture tutorial مناسبة طيب variable situation لفظي وكلام فهو كل ما كنت بعطيه الفاظ او بتكلم معاه حديث هيكون قابل انه يفهم منها وإذا كان ال response analytical و feedback مطلوب فبرضه lecture tutorial عشان هيك", "tokens": [6027, 4134, 9673, 2655, 30543, 3615, 31439, 19338, 4032, 2304, 9566, 1211, 37746, 5824, 4724, 43042, 3224, 8717, 36178, 2423, 28820, 10943, 3714, 5016, 46958, 25720, 34051, 7991, 7073, 3714, 8315, 35457, 3660, 10874, 28259, 2423, 7991, 7073, 3714, 8315, 35457, 3660, 23032, 1829, 3555, 7006, 2590, 5296, 5172, 19913, 1829, 4032, 28820, 10943, 6156, 3224, 2407, 28242, 19446, 9122, 29399, 4724, 3615, 9566, 1829, 3224, 27188, 5718, 116, 1975, 2407, 39894, 4117, 19528, 20449, 40294, 11331, 16254, 12984, 39896, 30544, 12174, 16758, 1211, 16472, 3224, 7251, 5172, 16095, 9154, 11296, 4032, 28814, 15730, 25961, 2423, 4134, 29579, 4032, 5824, 3714, 9566, 1211, 37746, 6156, 26890, 11242, 3224, 7991, 7073, 6225, 8592, 7649, 39896, 4117], "avg_logprob": -0.11166487435071633, "compression_ratio": 1.741444866920152, "no_speech_prob": 8.940696716308594e-07, "words": [{"start": 949.98, "end": 950.28, "word": "ال", "probability": 0.97314453125}, {"start": 950.28, "end": 950.88, "word": " response", "probability": 0.67138671875}, {"start": 950.88, "end": 951.46, "word": " المتوقع", "probability": 0.9796142578125}, {"start": 951.46, "end": 951.72, "word": " هو", "probability": 0.98779296875}, {"start": 951.72, "end": 952.18, "word": " oral", "probability": 0.916015625}, {"start": 952.18, "end": 953.34, "word": " ومطلوب", "probability": 0.9345703125}, {"start": 953.34, "end": 953.84, "word": " feedback", "probability": 0.90380859375}, {"start": 953.84, "end": 954.16, "word": " برضه", "probability": 0.8829752604166666}, {"start": 954.16, "end": 954.36, "word": " نفس", "probability": 0.995849609375}, {"start": 954.36, "end": 954.7, "word": " الكلام", "probability": 0.9646809895833334}, {"start": 954.7, "end": 955.34, "word": " محاضرة", "probability": 0.9267578125}, {"start": 955.34, "end": 955.7, "word": " أو", "probability": 0.68505859375}, {"start": 955.7, "end": 955.98, "word": " lecture", "probability": 0.93408203125}, {"start": 955.98, "end": 956.56, "word": " tutorial", "probability": 0.2403564453125}, {"start": 956.56, "end": 957.14, "word": " مناسبة", "probability": 0.9249267578125}, {"start": 957.14, "end": 957.4, "word": " جدا", "probability": 0.99609375}, {"start": 957.4, "end": 957.84, "word": " ال", "probability": 0.8369140625}, {"start": 957.84, "end": 958.12, "word": " lecture", "probability": 0.98681640625}, {"start": 958.12, "end": 959.06, "word": " tutorial", "probability": 0.95166015625}, {"start": 959.06, "end": 960.62, "word": " مناسبة", "probability": 0.97021484375}, {"start": 960.62, "end": 961.32, "word": " طيب", "probability": 0.9674479166666666}, {"start": 961.32, "end": 962.12, "word": " variable", "probability": 0.87841796875}, {"start": 962.12, "end": 963.08, "word": " situation", "probability": 0.9375}, {"start": 963.08, "end": 963.86, "word": " لفظي", "probability": 0.9530029296875}, {"start": 963.86, "end": 964.36, "word": " وكلام", "probability": 0.88818359375}, {"start": 964.36, "end": 965.16, "word": " فهو", "probability": 0.9890950520833334}, {"start": 965.16, "end": 965.66, "word": " كل", "probability": 0.97509765625}, {"start": 965.66, "end": 965.8, "word": " ما", "probability": 0.9453125}, {"start": 965.8, "end": 966.18, "word": " كنت", "probability": 0.969970703125}, {"start": 966.18, "end": 966.96, "word": " بعطيه", "probability": 0.772998046875}, {"start": 966.96, "end": 967.22, "word": " الفاظ", "probability": 0.7916666666666666}, {"start": 967.22, "end": 967.3, "word": " او", "probability": 0.6942138671875}, {"start": 967.3, "end": 967.68, "word": " بتكلم", "probability": 0.8759765625}, {"start": 967.68, "end": 967.92, "word": " معاه", "probability": 0.931640625}, {"start": 967.92, "end": 968.38, "word": " حديث", "probability": 0.9793294270833334}, {"start": 968.38, "end": 968.86, "word": " هيكون", "probability": 0.818115234375}, {"start": 968.86, "end": 969.52, "word": " قابل", "probability": 0.9930013020833334}, {"start": 969.52, "end": 969.72, "word": " انه", "probability": 0.8505859375}, {"start": 969.72, "end": 969.96, "word": " يفهم", "probability": 0.98779296875}, {"start": 969.96, "end": 970.3, "word": " منها", "probability": 0.993408203125}, {"start": 970.3, "end": 970.84, "word": " وإذا", "probability": 0.8391927083333334}, {"start": 970.84, "end": 970.98, "word": " كان", "probability": 0.99755859375}, {"start": 970.98, "end": 971.1, "word": " ال", "probability": 0.9755859375}, {"start": 971.1, "end": 971.54, "word": " response", "probability": 0.986328125}, {"start": 971.54, "end": 972.26, "word": " analytical", "probability": 0.87548828125}, {"start": 972.26, "end": 973.24, "word": " و", "probability": 0.99560546875}, {"start": 973.24, "end": 973.66, "word": " feedback", "probability": 0.482177734375}, {"start": 973.66, "end": 974.24, "word": " مطلوب", "probability": 0.9805908203125}, {"start": 974.24, "end": 974.8, "word": " فبرضه", "probability": 0.976318359375}, {"start": 974.8, "end": 975.22, "word": " lecture", "probability": 0.92236328125}, {"start": 975.22, "end": 975.94, "word": " tutorial", "probability": 0.931640625}, {"start": 975.94, "end": 976.26, "word": " عشان", "probability": 0.9557291666666666}, {"start": 976.26, "end": 976.46, "word": " هيك", "probability": 0.985595703125}], "temperature": 1.0}, {"id": 44, "seek": 99781, "start": 977.25, "end": 997.81, "text": "في المعظم بيحط دائما ال .. اي مركز دورات by default لازم يكون عامله قاعة .. قاعة زي هيك تدريس لأنه في المعظم هي ال .. ال .. ال medium الأكثر استخداما .. الأكثر استخداما في الشغل تمام، الآن ال situation variable لفظي أنا بدأ أتكلم معاه", "tokens": [41185, 9673, 3615, 19913, 2304, 4724, 1829, 5016, 9566, 11778, 16373, 15042, 2423, 4386, 1975, 1829, 3714, 31747, 11622, 11778, 13063, 9307, 538, 7576, 5296, 31377, 2304, 7251, 30544, 6225, 10943, 43761, 12174, 995, 27884, 4386, 12174, 45761, 3660, 30767, 1829, 39896, 4117, 6055, 3215, 16572, 3794, 5296, 33456, 3224, 8978, 9673, 3615, 19913, 2304, 39896, 2423, 4386, 2423, 4386, 2423, 6399, 16247, 4117, 49115, 44713, 9778, 3215, 10943, 995, 4386, 16247, 4117, 49115, 44713, 9778, 3215, 10943, 995, 8978, 25124, 17082, 1211, 46811, 10943, 12399, 6024, 48506, 2423, 2590, 7006, 5296, 5172, 19913, 1829, 41850, 47525, 10721, 5551, 2655, 4117, 19528, 20449, 40294], "avg_logprob": -0.149330354872204, "compression_ratio": 1.6814159292035398, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 977.25, "end": 977.45, "word": "في", "probability": 0.7392578125}, {"start": 977.45, "end": 977.85, "word": " المعظم", "probability": 0.99462890625}, {"start": 977.85, "end": 978.25, "word": " بيحط", "probability": 0.9305419921875}, {"start": 978.25, "end": 979.15, "word": " دائما", "probability": 0.8824869791666666}, {"start": 979.15, "end": 979.71, "word": " ال", "probability": 0.323486328125}, {"start": 979.71, "end": 979.95, "word": " ..", "probability": 0.8642578125}, {"start": 979.95, "end": 980.05, "word": " اي", "probability": 0.6448974609375}, {"start": 980.05, "end": 980.55, "word": " مركز", "probability": 0.9943033854166666}, {"start": 980.55, "end": 981.73, "word": " دورات", "probability": 0.97900390625}, {"start": 981.73, "end": 982.31, "word": " by", "probability": 0.83447265625}, {"start": 982.31, "end": 982.65, "word": " default", "probability": 0.99169921875}, {"start": 982.65, "end": 982.89, "word": " لازم", "probability": 0.99560546875}, {"start": 982.89, "end": 983.07, "word": " يكون", "probability": 0.9892578125}, {"start": 983.07, "end": 983.41, "word": " عامله", "probability": 0.88525390625}, {"start": 983.41, "end": 983.83, "word": " قاعة", "probability": 0.8440755208333334}, {"start": 983.83, "end": 984.17, "word": " ..", "probability": 0.60693359375}, {"start": 984.17, "end": 984.45, "word": " قاعة", "probability": 0.7955729166666666}, {"start": 984.45, "end": 984.57, "word": " زي", "probability": 0.9833984375}, {"start": 984.57, "end": 984.73, "word": " هيك", "probability": 0.921142578125}, {"start": 984.73, "end": 985.07, "word": " تدريس", "probability": 0.904541015625}, {"start": 985.07, "end": 985.43, "word": " لأنه", "probability": 0.8142903645833334}, {"start": 985.43, "end": 985.53, "word": " في", "probability": 0.958984375}, {"start": 985.53, "end": 986.07, "word": " المعظم", "probability": 0.9976806640625}, {"start": 986.07, "end": 986.31, "word": " هي", "probability": 0.89599609375}, {"start": 986.31, "end": 986.65, "word": " ال", "probability": 0.98974609375}, {"start": 986.65, "end": 986.65, "word": " ..", "probability": 0.66650390625}, {"start": 986.65, "end": 986.93, "word": " ال", "probability": 0.970703125}, {"start": 986.93, "end": 986.93, "word": " ..", "probability": 0.444580078125}, {"start": 986.93, "end": 987.19, "word": " ال", "probability": 0.9658203125}, {"start": 987.19, "end": 987.77, "word": " medium", "probability": 0.92626953125}, {"start": 987.77, "end": 988.65, "word": " الأكثر", "probability": 0.7930501302083334}, {"start": 988.65, "end": 989.27, "word": " استخداما", "probability": 0.98095703125}, {"start": 989.27, "end": 989.79, "word": " ..", "probability": 0.7333984375}, {"start": 989.79, "end": 990.17, "word": " الأكثر", "probability": 0.9039713541666666}, {"start": 990.17, "end": 990.83, "word": " استخداما", "probability": 0.99033203125}, {"start": 990.83, "end": 991.27, "word": " في", "probability": 0.97900390625}, {"start": 991.27, "end": 991.69, "word": " الشغل", "probability": 0.9899088541666666}, {"start": 991.69, "end": 992.99, "word": " تمام،", "probability": 0.749267578125}, {"start": 992.99, "end": 993.45, "word": " الآن", "probability": 0.7744140625}, {"start": 993.45, "end": 993.75, "word": " ال", "probability": 0.89013671875}, {"start": 993.75, "end": 994.23, "word": " situation", "probability": 0.98486328125}, {"start": 994.23, "end": 994.89, "word": " variable", "probability": 0.93115234375}, {"start": 994.89, "end": 996.57, "word": " لفظي", "probability": 0.953125}, {"start": 996.57, "end": 997.01, "word": " أنا", "probability": 0.5205078125}, {"start": 997.01, "end": 997.13, "word": " بدأ", "probability": 0.4356689453125}, {"start": 997.13, "end": 997.47, "word": " أتكلم", "probability": 0.912353515625}, {"start": 997.47, "end": 997.81, "word": " معاه", "probability": 0.879638671875}], "temperature": 1.0}, {"id": 45, "seek": 102287, "start": 998.61, "end": 1022.87, "text": "مع ال trainee ك trainer أنا ك trainer مدرب بدي أتحدث مع ال trainee فإذا variable و ال response عشان أقيمه أو أفهم هو وصلته المعلومة أو لا برضه من خلال ال oral هو بدي يتكلم معايا ال feedback مطلوب محتاج أقيم ال conversation تبعته مدام oral في oral كلها معناته صارت كأنها conversation", "tokens": [2304, 3615, 2423, 40350, 9122, 21110, 41850, 9122, 21110, 3714, 3215, 25513, 4724, 16254, 5551, 2655, 24401, 12984, 20449, 2423, 40350, 6156, 28814, 15730, 7006, 4032, 2423, 4134, 6225, 8592, 7649, 5551, 4587, 32640, 3224, 34051, 5551, 5172, 16095, 31439, 4032, 36520, 47395, 9673, 30241, 20498, 3660, 34051, 20193, 4724, 43042, 3224, 9154, 16490, 1211, 6027, 2423, 19338, 31439, 4724, 16254, 7251, 2655, 4117, 19528, 20449, 995, 25528, 2423, 5824, 3714, 9566, 1211, 37746, 3714, 33753, 26108, 5551, 38436, 2304, 2423, 3761, 6055, 3555, 34268, 3224, 3714, 3215, 10943, 19338, 8978, 19338, 28242, 11296, 20449, 8315, 47395, 20328, 9640, 2655, 9122, 33456, 11296, 3761], "avg_logprob": -0.14940475622812907, "compression_ratio": 1.726530612244898, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 998.61, "end": 998.91, "word": "مع", "probability": 0.894287109375}, {"start": 998.91, "end": 998.99, "word": " ال", "probability": 0.76171875}, {"start": 998.99, "end": 999.25, "word": " trainee", "probability": 0.7548828125}, {"start": 999.25, "end": 999.47, "word": " ك", "probability": 0.95166015625}, {"start": 999.47, "end": 1000.23, "word": " trainer", "probability": 0.60107421875}, {"start": 1000.23, "end": 1000.97, "word": " أنا", "probability": 0.28125}, {"start": 1000.97, "end": 1001.11, "word": " ك", "probability": 0.994140625}, {"start": 1001.11, "end": 1001.51, "word": " trainer", "probability": 0.96826171875}, {"start": 1001.51, "end": 1002.13, "word": " مدرب", "probability": 0.9431966145833334}, {"start": 1002.13, "end": 1002.55, "word": " بدي", "probability": 0.778564453125}, {"start": 1002.55, "end": 1003.05, "word": " أتحدث", "probability": 0.9093017578125}, {"start": 1003.05, "end": 1003.17, "word": " مع", "probability": 0.9951171875}, {"start": 1003.17, "end": 1003.29, "word": " ال", "probability": 0.9375}, {"start": 1003.29, "end": 1003.69, "word": " trainee", "probability": 0.97216796875}, {"start": 1003.69, "end": 1004.45, "word": " فإذا", "probability": 0.7897135416666666}, {"start": 1004.45, "end": 1005.97, "word": " variable", "probability": 0.8427734375}, {"start": 1005.97, "end": 1006.69, "word": " و", "probability": 0.8369140625}, {"start": 1006.69, "end": 1006.89, "word": " ال", "probability": 0.7373046875}, {"start": 1006.89, "end": 1007.77, "word": " response", "probability": 0.2032470703125}, {"start": 1007.77, "end": 1010.01, "word": " عشان", "probability": 0.709228515625}, {"start": 1010.01, "end": 1010.53, "word": " أقيمه", "probability": 0.872802734375}, {"start": 1010.53, "end": 1010.67, "word": " أو", "probability": 0.81298828125}, {"start": 1010.67, "end": 1011.01, "word": " أفهم", "probability": 0.97900390625}, {"start": 1011.01, "end": 1011.19, "word": " هو", "probability": 0.91259765625}, {"start": 1011.19, "end": 1011.67, "word": " وصلته", "probability": 0.9537760416666666}, {"start": 1011.67, "end": 1012.09, "word": " المعلومة", "probability": 0.95947265625}, {"start": 1012.09, "end": 1012.21, "word": " أو", "probability": 0.82421875}, {"start": 1012.21, "end": 1012.35, "word": " لا", "probability": 0.70458984375}, {"start": 1012.35, "end": 1012.65, "word": " برضه", "probability": 0.8815104166666666}, {"start": 1012.65, "end": 1012.79, "word": " من", "probability": 0.9951171875}, {"start": 1012.79, "end": 1013.03, "word": " خلال", "probability": 0.9938151041666666}, {"start": 1013.03, "end": 1013.17, "word": " ال", "probability": 0.448486328125}, {"start": 1013.17, "end": 1013.45, "word": " oral", "probability": 0.9541015625}, {"start": 1013.45, "end": 1013.99, "word": " هو", "probability": 0.88427734375}, {"start": 1013.99, "end": 1014.13, "word": " بدي", "probability": 0.894287109375}, {"start": 1014.13, "end": 1014.41, "word": " يتكلم", "probability": 0.9600830078125}, {"start": 1014.41, "end": 1014.83, "word": " معايا", "probability": 0.98046875}, {"start": 1014.83, "end": 1015.33, "word": " ال", "probability": 0.75341796875}, {"start": 1015.33, "end": 1015.67, "word": " feedback", "probability": 0.8828125}, {"start": 1015.67, "end": 1016.29, "word": " مطلوب", "probability": 0.9593505859375}, {"start": 1016.29, "end": 1016.79, "word": " محتاج", "probability": 0.9375}, {"start": 1016.79, "end": 1017.25, "word": " أقيم", "probability": 0.7918294270833334}, {"start": 1017.25, "end": 1017.87, "word": " ال", "probability": 0.982421875}, {"start": 1017.87, "end": 1018.43, "word": " conversation", "probability": 0.95947265625}, {"start": 1018.43, "end": 1019.01, "word": " تبعته", "probability": 0.92919921875}, {"start": 1019.01, "end": 1019.39, "word": " مدام", "probability": 0.6774088541666666}, {"start": 1019.39, "end": 1019.65, "word": " oral", "probability": 0.990234375}, {"start": 1019.65, "end": 1019.79, "word": " في", "probability": 0.9208984375}, {"start": 1019.79, "end": 1020.01, "word": " oral", "probability": 0.9609375}, {"start": 1020.01, "end": 1020.53, "word": " كلها", "probability": 0.994140625}, {"start": 1020.53, "end": 1021.13, "word": " معناته", "probability": 0.9249674479166666}, {"start": 1021.13, "end": 1021.41, "word": " صارت", "probability": 0.97900390625}, {"start": 1021.41, "end": 1021.81, "word": " كأنها", "probability": 0.9217122395833334}, {"start": 1021.81, "end": 1022.87, "word": " conversation", "probability": 0.93798828125}], "temperature": 1.0}, {"id": 46, "seek": 105175, "start": 1023.25, "end": 1051.75, "text": "أنا بدى أتكلم، هو بدى يتكلم، بدى يرد عليّ عشان أعرف أقيم وصلت ولا لأ فأكيد هتكون ال medium المناسبة هي ال role play exercises اللي هي تبادل الأدوار، هذي بتشوفوها في دورات ال conversation في دور ال conversation أو دورة لغة إنجليزية بتلاجوا إنه عادة البيئة المناسبة إن هي dialogue .. dialogue معين و كل اتنين مثلا كل مرة واحد منهم ياخد شخصية و يبدلوا بينهم", "tokens": [10721, 8315, 47525, 7578, 5551, 2655, 4117, 19528, 12399, 31439, 47525, 7578, 7251, 2655, 4117, 19528, 12399, 47525, 7578, 7251, 2288, 3215, 25894, 11703, 6225, 8592, 7649, 5551, 3615, 28480, 5551, 4587, 32640, 4032, 36520, 2655, 49429, 5296, 10721, 6156, 10721, 4117, 25708, 8032, 2655, 30544, 2423, 6399, 9673, 8315, 35457, 3660, 39896, 2423, 3090, 862, 11900, 13672, 1829, 39896, 6055, 3555, 18513, 1211, 16247, 3215, 2407, 9640, 12399, 8032, 8848, 1829, 39894, 8592, 38688, 2407, 11296, 8978, 11778, 13063, 9307, 2423, 3761, 8978, 11778, 13063, 2423, 3761, 34051, 11778, 13063, 3660, 5296, 17082, 3660, 36145, 7435, 20292, 11622, 10632, 39894, 15040, 7435, 14407, 36145, 3224, 6225, 18513, 3660, 2423, 21292, 19986, 3660, 9673, 8315, 35457, 3660, 36145, 39896, 10221, 4386, 10221, 20449, 9957, 4032, 28242, 1975, 2655, 1863, 9957, 50113, 15040, 28242, 3714, 25720, 36764, 24401, 9154, 16095, 7251, 47283, 3215, 13412, 9778, 9381, 10632, 4032, 7251, 44510, 1211, 14407, 49374, 16095], "avg_logprob": -0.15290178677865437, "compression_ratio": 1.7975077881619939, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1023.25, "end": 1023.45, "word": "أنا", "probability": 0.7734375}, {"start": 1023.45, "end": 1023.57, "word": " بدى", "probability": 0.568359375}, {"start": 1023.57, "end": 1023.99, "word": " أتكلم،", "probability": 0.8043212890625}, {"start": 1023.99, "end": 1024.01, "word": " هو", "probability": 0.87890625}, {"start": 1024.01, "end": 1024.17, "word": " بدى", "probability": 0.790771484375}, {"start": 1024.17, "end": 1024.61, "word": " يتكلم،", "probability": 0.972265625}, {"start": 1024.61, "end": 1024.69, "word": " بدى", "probability": 0.768798828125}, {"start": 1024.69, "end": 1024.85, "word": " يرد", "probability": 0.9391276041666666}, {"start": 1024.85, "end": 1025.07, "word": " عليّ", "probability": 0.5152587890625}, {"start": 1025.07, "end": 1025.33, "word": " عشان", "probability": 0.9777018229166666}, {"start": 1025.33, "end": 1025.81, "word": " أعرف", "probability": 0.9716796875}, {"start": 1025.81, "end": 1026.15, "word": " أقيم", "probability": 0.79931640625}, {"start": 1026.15, "end": 1026.55, "word": " وصلت", "probability": 0.9562174479166666}, {"start": 1026.55, "end": 1026.81, "word": " ولا", "probability": 0.57177734375}, {"start": 1026.81, "end": 1027.05, "word": " لأ", "probability": 0.97412109375}, {"start": 1027.05, "end": 1028.03, "word": " فأكيد", "probability": 0.9068603515625}, {"start": 1028.03, "end": 1028.47, "word": " هتكون", "probability": 0.8668619791666666}, {"start": 1028.47, "end": 1028.63, "word": " ال", "probability": 0.9853515625}, {"start": 1028.63, "end": 1028.91, "word": " medium", "probability": 0.9287109375}, {"start": 1028.91, "end": 1029.39, "word": " المناسبة", "probability": 0.9903564453125}, {"start": 1029.39, "end": 1029.59, "word": " هي", "probability": 0.91845703125}, {"start": 1029.59, "end": 1029.81, "word": " ال", "probability": 0.9072265625}, {"start": 1029.81, "end": 1029.93, "word": " role", "probability": 0.89013671875}, {"start": 1029.93, "end": 1030.33, "word": " play", "probability": 0.6337890625}, {"start": 1030.33, "end": 1031.25, "word": " exercises", "probability": 0.9619140625}, {"start": 1031.25, "end": 1031.97, "word": " اللي", "probability": 0.879638671875}, {"start": 1031.97, "end": 1032.27, "word": " هي", "probability": 0.93701171875}, {"start": 1032.27, "end": 1033.57, "word": " تبادل", "probability": 0.9801025390625}, {"start": 1033.57, "end": 1034.47, "word": " الأدوار،", "probability": 0.89931640625}, {"start": 1034.47, "end": 1034.59, "word": " هذي", "probability": 0.5911458333333334}, {"start": 1034.59, "end": 1034.91, "word": " بتشوفوها", "probability": 0.879736328125}, {"start": 1034.91, "end": 1035.03, "word": " في", "probability": 0.8916015625}, {"start": 1035.03, "end": 1035.29, "word": " دورات", "probability": 0.9768880208333334}, {"start": 1035.29, "end": 1035.41, "word": " ال", "probability": 0.994140625}, {"start": 1035.41, "end": 1035.97, "word": " conversation", "probability": 0.943359375}, {"start": 1035.97, "end": 1036.73, "word": " في", "probability": 0.56787109375}, {"start": 1036.73, "end": 1036.91, "word": " دور", "probability": 0.995849609375}, {"start": 1036.91, "end": 1036.99, "word": " ال", "probability": 0.72607421875}, {"start": 1036.99, "end": 1037.57, "word": " conversation", "probability": 0.9521484375}, {"start": 1037.57, "end": 1038.21, "word": " أو", "probability": 0.8740234375}, {"start": 1038.21, "end": 1038.51, "word": " دورة", "probability": 0.8997395833333334}, {"start": 1038.51, "end": 1038.73, "word": " لغة", "probability": 0.900390625}, {"start": 1038.73, "end": 1039.27, "word": " إنجليزية", "probability": 0.786962890625}, {"start": 1039.27, "end": 1040.01, "word": " بتلاجوا", "probability": 0.7091064453125}, {"start": 1040.01, "end": 1040.25, "word": " إنه", "probability": 0.519287109375}, {"start": 1040.25, "end": 1040.63, "word": " عادة", "probability": 0.9899088541666666}, {"start": 1040.63, "end": 1040.99, "word": " البيئة", "probability": 0.966796875}, {"start": 1040.99, "end": 1042.05, "word": " المناسبة", "probability": 0.9964599609375}, {"start": 1042.05, "end": 1042.47, "word": " إن", "probability": 0.76318359375}, {"start": 1042.47, "end": 1042.73, "word": " هي", "probability": 0.60791015625}, {"start": 1042.73, "end": 1044.43, "word": " dialogue", "probability": 0.80126953125}, {"start": 1044.43, "end": 1044.81, "word": " ..", "probability": 0.441162109375}, {"start": 1044.81, "end": 1045.05, "word": " dialogue", "probability": 0.89501953125}, {"start": 1045.05, "end": 1045.57, "word": " معين", "probability": 0.988525390625}, {"start": 1045.57, "end": 1046.21, "word": " و", "probability": 0.98193359375}, {"start": 1046.21, "end": 1047.13, "word": " كل", "probability": 0.63427734375}, {"start": 1047.13, "end": 1047.45, "word": " اتنين", "probability": 0.922607421875}, {"start": 1047.45, "end": 1047.87, "word": " مثلا", "probability": 0.989501953125}, {"start": 1047.87, "end": 1048.65, "word": " كل", "probability": 0.78955078125}, {"start": 1048.65, "end": 1048.91, "word": " مرة", "probability": 0.9951171875}, {"start": 1048.91, "end": 1049.23, "word": " واحد", "probability": 0.990478515625}, {"start": 1049.23, "end": 1049.45, "word": " منهم", "probability": 0.995849609375}, {"start": 1049.45, "end": 1049.73, "word": " ياخد", "probability": 0.9856770833333334}, {"start": 1049.73, "end": 1050.25, "word": " شخصية", "probability": 0.9986572265625}, {"start": 1050.25, "end": 1050.95, "word": " و", "probability": 0.98291015625}, {"start": 1050.95, "end": 1051.39, "word": " يبدلوا", "probability": 0.895751953125}, {"start": 1051.39, "end": 1051.75, "word": " بينهم", "probability": 0.986083984375}], "temperature": 1.0}, {"id": 47, "seek": 106789, "start": 1052.53, "end": 1067.89, "text": "نفترض اتنين بتتكلموا مع بعض شخص A و B أنت خد A و أنت خد B و اتكلموا مع بعض و بعدين بس تخلصوا اعكسوها و أنت خد A و أنت خد B و اعملوها مرتين تلاتة مثلا شوية شوية بتصير هنا تبادل الأدوار", "tokens": [1863, 5172, 2655, 43042, 1975, 2655, 1863, 9957, 39894, 2655, 4117, 19528, 14407, 20449, 45030, 11242, 13412, 9778, 9381, 316, 4032, 363, 14739, 2655, 16490, 3215, 316, 4032, 14739, 2655, 16490, 3215, 363, 4032, 1975, 2655, 4117, 19528, 14407, 20449, 45030, 11242, 4032, 39182, 9957, 4724, 3794, 6055, 9778, 1211, 9381, 14407, 1975, 3615, 4117, 3794, 2407, 11296, 4032, 14739, 2655, 16490, 3215, 316, 4032, 14739, 2655, 16490, 3215, 363, 4032, 1975, 25957, 1211, 2407, 11296, 3714, 43500, 9957, 6055, 1211, 9307, 3660, 50113, 15040, 13412, 2407, 10632, 13412, 2407, 10632, 39894, 9381, 13546, 34105, 6055, 3555, 18513, 1211, 16247, 3215, 2407, 9640], "avg_logprob": -0.10817307470223078, "compression_ratio": 1.968944099378882, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 1052.53, "end": 1052.99, "word": "نفترض", "probability": 0.962646484375}, {"start": 1052.99, "end": 1053.23, "word": " اتنين", "probability": 0.90673828125}, {"start": 1053.23, "end": 1053.61, "word": " بتتكلموا", "probability": 0.826953125}, {"start": 1053.61, "end": 1053.69, "word": " مع", "probability": 0.98876953125}, {"start": 1053.69, "end": 1053.95, "word": " بعض", "probability": 0.994140625}, {"start": 1053.95, "end": 1054.37, "word": " شخص", "probability": 0.8971354166666666}, {"start": 1054.37, "end": 1054.57, "word": " A", "probability": 0.646484375}, {"start": 1054.57, "end": 1054.77, "word": " و", "probability": 0.9228515625}, {"start": 1054.77, "end": 1054.99, "word": " B", "probability": 0.473876953125}, {"start": 1054.99, "end": 1055.69, "word": " أنت", "probability": 0.58111572265625}, {"start": 1055.69, "end": 1055.89, "word": " خد", "probability": 0.96875}, {"start": 1055.89, "end": 1055.97, "word": " A", "probability": 0.92724609375}, {"start": 1055.97, "end": 1056.07, "word": " و", "probability": 0.939453125}, {"start": 1056.07, "end": 1056.19, "word": " أنت", "probability": 0.902587890625}, {"start": 1056.19, "end": 1056.43, "word": " خد", "probability": 0.94140625}, {"start": 1056.43, "end": 1056.63, "word": " B", "probability": 0.97216796875}, {"start": 1056.63, "end": 1056.99, "word": " و", "probability": 0.69482421875}, {"start": 1056.99, "end": 1057.37, "word": " اتكلموا", "probability": 0.8884765625}, {"start": 1057.37, "end": 1057.51, "word": " مع", "probability": 0.9951171875}, {"start": 1057.51, "end": 1057.89, "word": " بعض", "probability": 0.9990234375}, {"start": 1057.89, "end": 1058.27, "word": " و", "probability": 0.7255859375}, {"start": 1058.27, "end": 1058.71, "word": " بعدين", "probability": 0.92822265625}, {"start": 1058.71, "end": 1059.07, "word": " بس", "probability": 0.95947265625}, {"start": 1059.07, "end": 1059.53, "word": " تخلصوا", "probability": 0.947265625}, {"start": 1059.53, "end": 1060.11, "word": " اعكسوها", "probability": 0.921630859375}, {"start": 1060.11, "end": 1060.43, "word": " و", "probability": 0.9072265625}, {"start": 1060.43, "end": 1060.61, "word": " أنت", "probability": 0.882080078125}, {"start": 1060.61, "end": 1060.83, "word": " خد", "probability": 0.9873046875}, {"start": 1060.83, "end": 1060.95, "word": " A", "probability": 0.98291015625}, {"start": 1060.95, "end": 1061.05, "word": " و", "probability": 0.99267578125}, {"start": 1061.05, "end": 1061.21, "word": " أنت", "probability": 0.94091796875}, {"start": 1061.21, "end": 1061.43, "word": " خد", "probability": 0.9580078125}, {"start": 1061.43, "end": 1061.65, "word": " B", "probability": 0.9814453125}, {"start": 1061.65, "end": 1062.61, "word": " و", "probability": 0.5849609375}, {"start": 1062.61, "end": 1063.05, "word": " اعملوها", "probability": 0.96572265625}, {"start": 1063.05, "end": 1063.37, "word": " مرتين", "probability": 0.9921875}, {"start": 1063.37, "end": 1063.75, "word": " تلاتة", "probability": 0.9072265625}, {"start": 1063.75, "end": 1064.11, "word": " مثلا", "probability": 0.97265625}, {"start": 1064.11, "end": 1065.05, "word": " شوية", "probability": 0.7830403645833334}, {"start": 1065.05, "end": 1065.29, "word": " شوية", "probability": 0.97607421875}, {"start": 1065.29, "end": 1065.65, "word": " بتصير", "probability": 0.958984375}, {"start": 1065.65, "end": 1065.91, "word": " هنا", "probability": 0.978515625}, {"start": 1065.91, "end": 1066.65, "word": " تبادل", "probability": 0.990966796875}, {"start": 1066.65, "end": 1067.89, "word": " الأدوار", "probability": 0.9329833984375}], "temperature": 1.0}, {"id": 48, "seek": 109807, "start": 1068.47, "end": 1098.07, "text": "تمام هذا هيك بنقدر نسميه expert system كتير بسيط معمول باستخدام just rule based expert system بقدر أوصفه فهو عبارة عن rules بس عبارة عن rules فقط تمام ايش ال objects الحقيقة اللي احنا اضطرينا انعرفها ال linguistic objects اللي هي ال objects اللفظية او اللغوية ال environment كنت محتاج احدد ايش ال environment تبعتنا محتاجين ال situation او ال stimulus situation كنا محتاجين ال job محتاجين", "tokens": [39237, 10943, 23758, 39896, 4117, 44945, 28543, 2288, 8717, 38251, 1829, 3224, 5844, 1185, 9122, 2655, 13546, 4724, 3794, 1829, 9566, 20449, 2304, 12610, 4724, 995, 14851, 9778, 3215, 10943, 445, 4978, 2361, 5844, 1185, 4724, 28543, 2288, 34051, 9381, 5172, 3224, 6156, 3224, 2407, 6225, 3555, 9640, 3660, 18871, 4474, 4724, 3794, 6225, 3555, 9640, 3660, 18871, 4474, 6156, 47432, 46811, 10943, 1975, 1829, 8592, 2423, 6565, 21542, 38436, 28671, 13672, 1829, 1975, 5016, 8315, 1975, 11242, 9566, 16572, 8315, 16472, 3615, 28480, 11296, 2423, 43002, 6565, 13672, 1829, 39896, 2423, 6565, 13672, 5172, 19913, 10632, 1975, 2407, 13672, 17082, 2407, 10632, 2423, 2823, 9122, 29399, 3714, 33753, 26108, 1975, 24401, 3215, 1975, 1829, 8592, 2423, 2823, 6055, 3555, 34268, 8315, 3714, 33753, 26108, 9957, 2423, 2590, 1975, 2407, 2423, 21366, 2590, 9122, 8315, 3714, 33753, 26108, 9957, 2423, 1691, 3714, 33753, 26108, 9957], "avg_logprob": -0.12639127110373483, "compression_ratio": 1.9431438127090301, "no_speech_prob": 8.64267349243164e-06, "words": [{"start": 1068.47, "end": 1068.75, "word": "تمام", "probability": 0.8564453125}, {"start": 1068.75, "end": 1069.57, "word": " هذا", "probability": 0.546875}, {"start": 1069.57, "end": 1069.79, "word": " هيك", "probability": 0.90234375}, {"start": 1069.79, "end": 1070.09, "word": " بنقدر", "probability": 0.8780924479166666}, {"start": 1070.09, "end": 1070.57, "word": " نسميه", "probability": 0.8323974609375}, {"start": 1070.57, "end": 1070.79, "word": " expert", "probability": 0.351318359375}, {"start": 1070.79, "end": 1071.15, "word": " system", "probability": 0.96875}, {"start": 1071.15, "end": 1071.59, "word": " كتير", "probability": 0.93603515625}, {"start": 1071.59, "end": 1072.11, "word": " بسيط", "probability": 0.9962158203125}, {"start": 1072.11, "end": 1072.73, "word": " معمول", "probability": 0.9134114583333334}, {"start": 1072.73, "end": 1073.45, "word": " باستخدام", "probability": 0.98583984375}, {"start": 1073.45, "end": 1074.19, "word": " just", "probability": 0.85546875}, {"start": 1074.19, "end": 1074.79, "word": " rule", "probability": 0.70166015625}, {"start": 1074.79, "end": 1075.15, "word": " based", "probability": 0.80810546875}, {"start": 1075.15, "end": 1075.45, "word": " expert", "probability": 0.63427734375}, {"start": 1075.45, "end": 1075.83, "word": " system", "probability": 0.970703125}, {"start": 1075.83, "end": 1076.41, "word": " بقدر", "probability": 0.9132486979166666}, {"start": 1076.41, "end": 1076.79, "word": " أوصفه", "probability": 0.84503173828125}, {"start": 1076.79, "end": 1077.27, "word": " فهو", "probability": 0.9529622395833334}, {"start": 1077.27, "end": 1077.55, "word": " عبارة", "probability": 0.9959716796875}, {"start": 1077.55, "end": 1077.77, "word": " عن", "probability": 0.99072265625}, {"start": 1077.77, "end": 1078.35, "word": " rules", "probability": 0.8583984375}, {"start": 1078.35, "end": 1079.13, "word": " بس", "probability": 0.98779296875}, {"start": 1079.13, "end": 1079.73, "word": " عبارة", "probability": 0.97412109375}, {"start": 1079.73, "end": 1079.87, "word": " عن", "probability": 0.9833984375}, {"start": 1079.87, "end": 1080.11, "word": " rules", "probability": 0.87841796875}, {"start": 1080.11, "end": 1080.47, "word": " فقط", "probability": 0.99462890625}, {"start": 1080.47, "end": 1081.05, "word": " تمام", "probability": 0.965576171875}, {"start": 1081.05, "end": 1081.71, "word": " ايش", "probability": 0.6521809895833334}, {"start": 1081.71, "end": 1081.83, "word": " ال", "probability": 0.984375}, {"start": 1081.83, "end": 1082.23, "word": " objects", "probability": 0.97119140625}, {"start": 1082.23, "end": 1082.71, "word": " الحقيقة", "probability": 0.9222005208333334}, {"start": 1082.71, "end": 1082.83, "word": " اللي", "probability": 0.967041015625}, {"start": 1082.83, "end": 1082.97, "word": " احنا", "probability": 0.9671223958333334}, {"start": 1082.97, "end": 1083.43, "word": " اضطرينا", "probability": 0.882421875}, {"start": 1083.43, "end": 1084.65, "word": " انعرفها", "probability": 0.77587890625}, {"start": 1084.65, "end": 1084.99, "word": " ال", "probability": 0.427978515625}, {"start": 1084.99, "end": 1085.41, "word": " linguistic", "probability": 0.9267578125}, {"start": 1085.41, "end": 1086.13, "word": " objects", "probability": 0.93505859375}, {"start": 1086.13, "end": 1086.57, "word": " اللي", "probability": 0.9853515625}, {"start": 1086.57, "end": 1086.69, "word": " هي", "probability": 0.9541015625}, {"start": 1086.69, "end": 1086.81, "word": " ال", "probability": 0.984375}, {"start": 1086.81, "end": 1087.07, "word": " objects", "probability": 0.93017578125}, {"start": 1087.07, "end": 1087.81, "word": " اللفظية", "probability": 0.9814453125}, {"start": 1087.81, "end": 1088.31, "word": " او", "probability": 0.833251953125}, {"start": 1088.31, "end": 1088.77, "word": " اللغوية", "probability": 0.946044921875}, {"start": 1088.77, "end": 1089.13, "word": " ال", "probability": 0.93115234375}, {"start": 1089.13, "end": 1089.63, "word": " environment", "probability": 0.96337890625}, {"start": 1089.63, "end": 1090.19, "word": " كنت", "probability": 0.87841796875}, {"start": 1090.19, "end": 1090.57, "word": " محتاج", "probability": 0.9931640625}, {"start": 1090.57, "end": 1091.01, "word": " احدد", "probability": 0.9269205729166666}, {"start": 1091.01, "end": 1091.15, "word": " ايش", "probability": 0.9612630208333334}, {"start": 1091.15, "end": 1091.25, "word": " ال", "probability": 0.9853515625}, {"start": 1091.25, "end": 1091.61, "word": " environment", "probability": 0.96484375}, {"start": 1091.61, "end": 1092.15, "word": " تبعتنا", "probability": 0.966064453125}, {"start": 1092.15, "end": 1092.97, "word": " محتاجين", "probability": 0.9862060546875}, {"start": 1092.97, "end": 1093.57, "word": " ال", "probability": 0.78125}, {"start": 1093.57, "end": 1093.85, "word": " situation", "probability": 0.342529296875}, {"start": 1093.85, "end": 1094.03, "word": " او", "probability": 0.596923828125}, {"start": 1094.03, "end": 1094.33, "word": " ال", "probability": 0.8671875}, {"start": 1094.33, "end": 1094.65, "word": " stimulus", "probability": 0.5751953125}, {"start": 1094.65, "end": 1095.43, "word": " situation", "probability": 0.8388671875}, {"start": 1095.43, "end": 1095.95, "word": " كنا", "probability": 0.972900390625}, {"start": 1095.95, "end": 1096.43, "word": " محتاجين", "probability": 0.9964599609375}, {"start": 1096.43, "end": 1096.77, "word": " ال", "probability": 0.87646484375}, {"start": 1096.77, "end": 1097.09, "word": " job", "probability": 0.98486328125}, {"start": 1097.09, "end": 1098.07, "word": " محتاجين", "probability": 0.988525390625}], "temperature": 1.0}, {"id": 49, "seek": 110824, "start": 1098.46, "end": 1108.24, "text": "ال stimulus response محتاجين feedback yes or no أنا محتاج feedback ولا مش محتاج .. إذا مش محتاجين feedback مناسب جدا إنه أسجل المادة و أطلبيها و خلاص", "tokens": [6027, 21366, 4134, 3714, 33753, 26108, 9957, 5824, 2086, 420, 572, 41850, 3714, 33753, 26108, 5824, 49429, 37893, 3714, 33753, 26108, 4386, 11933, 15730, 37893, 3714, 33753, 26108, 9957, 5824, 3714, 8315, 35457, 10874, 28259, 36145, 3224, 5551, 3794, 7435, 1211, 9673, 18513, 3660, 4032, 5551, 9566, 1211, 21292, 11296, 4032, 16490, 1211, 33546], "avg_logprob": -0.18465908874164927, "compression_ratio": 1.510204081632653, "no_speech_prob": 8.165836334228516e-06, "words": [{"start": 1098.46, "end": 1098.68, "word": "ال", "probability": 0.5263671875}, {"start": 1098.68, "end": 1099.06, "word": " stimulus", "probability": 0.755859375}, {"start": 1099.06, "end": 1099.96, "word": " response", "probability": 0.4296875}, {"start": 1099.96, "end": 1100.92, "word": " محتاجين", "probability": 0.9849853515625}, {"start": 1100.92, "end": 1101.88, "word": " feedback", "probability": 0.828125}, {"start": 1101.88, "end": 1102.34, "word": " yes", "probability": 0.83544921875}, {"start": 1102.34, "end": 1102.56, "word": " or", "probability": 0.849609375}, {"start": 1102.56, "end": 1102.8, "word": " no", "probability": 0.9482421875}, {"start": 1102.8, "end": 1103.1, "word": " أنا", "probability": 0.41259765625}, {"start": 1103.1, "end": 1103.42, "word": " محتاج", "probability": 0.951171875}, {"start": 1103.42, "end": 1103.68, "word": " feedback", "probability": 0.85595703125}, {"start": 1103.68, "end": 1103.82, "word": " ولا", "probability": 0.478759765625}, {"start": 1103.82, "end": 1103.94, "word": " مش", "probability": 0.95361328125}, {"start": 1103.94, "end": 1104.2, "word": " محتاج", "probability": 0.9728190104166666}, {"start": 1104.2, "end": 1104.42, "word": " ..", "probability": 0.40771484375}, {"start": 1104.42, "end": 1104.6, "word": " إذا", "probability": 0.752685546875}, {"start": 1104.6, "end": 1104.72, "word": " مش", "probability": 0.85693359375}, {"start": 1104.72, "end": 1105.08, "word": " محتاجين", "probability": 0.9945068359375}, {"start": 1105.08, "end": 1105.52, "word": " feedback", "probability": 0.88427734375}, {"start": 1105.52, "end": 1106.2, "word": " مناسب", "probability": 0.8844401041666666}, {"start": 1106.2, "end": 1106.46, "word": " جدا", "probability": 0.991455078125}, {"start": 1106.46, "end": 1106.64, "word": " إنه", "probability": 0.744384765625}, {"start": 1106.64, "end": 1107.06, "word": " أسجل", "probability": 0.9298095703125}, {"start": 1107.06, "end": 1107.44, "word": " المادة", "probability": 0.9736328125}, {"start": 1107.44, "end": 1107.5, "word": " و", "probability": 0.85888671875}, {"start": 1107.5, "end": 1107.84, "word": " أطلبيها", "probability": 0.703515625}, {"start": 1107.84, "end": 1107.92, "word": " و", "probability": 0.8779296875}, {"start": 1107.92, "end": 1108.24, "word": " خلاص", "probability": 0.9656575520833334}], "temperature": 1.0}, {"id": 50, "seek": 113298, "start": 1109.82, "end": 1132.98, "text": "وانتهى مش محتاج مدام هيك أكون أشوفه face to face مش shake لأ خلاص بعطيله مادة وبيشتغلها فبصير كأنه التعليم الإلكتروني اللي بنسميه ال offline ال offline e-learning أنا مش محتاج أكون أنا وياه لحظيا مع بعض لأن مش محتاج response منه أن أشوف إيش هو فهم ولا مافهمش فبتصير ال offline", "tokens": [2407, 7649, 47395, 7578, 37893, 3714, 33753, 26108, 3714, 3215, 10943, 39896, 4117, 5551, 30544, 5551, 8592, 38688, 3224, 1851, 281, 1851, 37893, 10283, 5296, 10721, 16490, 1211, 33546, 45030, 9566, 26895, 3224, 3714, 18513, 3660, 4032, 21292, 8592, 2655, 17082, 1211, 11296, 6156, 3555, 9381, 13546, 9122, 33456, 3224, 16712, 3615, 20292, 2304, 33688, 23275, 2655, 2288, 11536, 1829, 13672, 1829, 44945, 38251, 1829, 3224, 2423, 21857, 2423, 21857, 308, 12, 47204, 41850, 37893, 3714, 33753, 26108, 5551, 30544, 41850, 4032, 25528, 3224, 5296, 5016, 19913, 25528, 20449, 45030, 11242, 5296, 33456, 37893, 3714, 33753, 26108, 4134, 9154, 3224, 14739, 5551, 8592, 38688, 11933, 1829, 8592, 31439, 6156, 16095, 49429, 19446, 5172, 16095, 8592, 6156, 3555, 2655, 9381, 13546, 2423, 21857], "avg_logprob": -0.1648882106552279, "compression_ratio": 1.7808764940239044, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1109.82, "end": 1110.44, "word": "وانتهى", "probability": 0.78314208984375}, {"start": 1110.44, "end": 1110.94, "word": " مش", "probability": 0.69580078125}, {"start": 1110.94, "end": 1111.46, "word": " محتاج", "probability": 0.994140625}, {"start": 1111.46, "end": 1112.62, "word": " مدام", "probability": 0.774658203125}, {"start": 1112.62, "end": 1112.86, "word": " هيك", "probability": 0.983154296875}, {"start": 1112.86, "end": 1113.26, "word": " أكون", "probability": 0.71240234375}, {"start": 1113.26, "end": 1114.06, "word": " أشوفه", "probability": 0.900146484375}, {"start": 1114.06, "end": 1114.54, "word": " face", "probability": 0.88818359375}, {"start": 1114.54, "end": 1114.7, "word": " to", "probability": 0.75}, {"start": 1114.7, "end": 1115.46, "word": " face", "probability": 0.912109375}, {"start": 1115.46, "end": 1115.64, "word": " مش", "probability": 0.57568359375}, {"start": 1115.64, "end": 1115.92, "word": " shake", "probability": 0.2176513671875}, {"start": 1115.92, "end": 1116.36, "word": " لأ", "probability": 0.8837890625}, {"start": 1116.36, "end": 1116.64, "word": " خلاص", "probability": 0.9905598958333334}, {"start": 1116.64, "end": 1117.12, "word": " بعطيله", "probability": 0.79071044921875}, {"start": 1117.12, "end": 1117.58, "word": " مادة", "probability": 0.97412109375}, {"start": 1117.58, "end": 1118.48, "word": " وبيشتغلها", "probability": 0.94140625}, {"start": 1118.48, "end": 1119.1, "word": " فبصير", "probability": 0.9029541015625}, {"start": 1119.1, "end": 1119.46, "word": " كأنه", "probability": 0.94921875}, {"start": 1119.46, "end": 1119.8, "word": " التعليم", "probability": 0.961181640625}, {"start": 1119.8, "end": 1120.24, "word": " الإلكتروني", "probability": 0.9005533854166666}, {"start": 1120.24, "end": 1120.32, "word": " اللي", "probability": 0.950927734375}, {"start": 1120.32, "end": 1120.72, "word": " بنسميه", "probability": 0.83251953125}, {"start": 1120.72, "end": 1120.8, "word": " ال", "probability": 0.76904296875}, {"start": 1120.8, "end": 1121.24, "word": " offline", "probability": 0.71240234375}, {"start": 1121.24, "end": 1122.3, "word": " ال", "probability": 0.6318359375}, {"start": 1122.3, "end": 1122.8, "word": " offline", "probability": 0.94775390625}, {"start": 1122.8, "end": 1123.24, "word": " e", "probability": 0.822265625}, {"start": 1123.24, "end": 1123.6, "word": "-learning", "probability": 0.77783203125}, {"start": 1123.6, "end": 1124.48, "word": " أنا", "probability": 0.560546875}, {"start": 1124.48, "end": 1124.72, "word": " مش", "probability": 0.99267578125}, {"start": 1124.72, "end": 1125.1, "word": " محتاج", "probability": 0.9959309895833334}, {"start": 1125.1, "end": 1125.4, "word": " أكون", "probability": 0.95654296875}, {"start": 1125.4, "end": 1125.56, "word": " أنا", "probability": 0.81640625}, {"start": 1125.56, "end": 1126.12, "word": " وياه", "probability": 0.8766276041666666}, {"start": 1126.12, "end": 1126.6, "word": " لحظيا", "probability": 0.830810546875}, {"start": 1126.6, "end": 1126.76, "word": " مع", "probability": 0.9892578125}, {"start": 1126.76, "end": 1127.04, "word": " بعض", "probability": 0.995361328125}, {"start": 1127.04, "end": 1127.44, "word": " لأن", "probability": 0.687255859375}, {"start": 1127.44, "end": 1127.62, "word": " مش", "probability": 0.86181640625}, {"start": 1127.62, "end": 1128.24, "word": " محتاج", "probability": 0.9944661458333334}, {"start": 1128.24, "end": 1128.78, "word": " response", "probability": 0.94091796875}, {"start": 1128.78, "end": 1129.2, "word": " منه", "probability": 0.99462890625}, {"start": 1129.2, "end": 1129.84, "word": " أن", "probability": 0.50146484375}, {"start": 1129.84, "end": 1130.18, "word": " أشوف", "probability": 0.92236328125}, {"start": 1130.18, "end": 1130.38, "word": " إيش", "probability": 0.7792154947916666}, {"start": 1130.38, "end": 1130.56, "word": " هو", "probability": 0.89990234375}, {"start": 1130.56, "end": 1131.34, "word": " فهم", "probability": 0.885498046875}, {"start": 1131.34, "end": 1131.46, "word": " ولا", "probability": 0.77392578125}, {"start": 1131.46, "end": 1131.92, "word": " مافهمش", "probability": 0.8375244140625}, {"start": 1131.92, "end": 1132.58, "word": " فبتصير", "probability": 0.953125}, {"start": 1132.58, "end": 1132.68, "word": " ال", "probability": 0.96484375}, {"start": 1132.68, "end": 1132.98, "word": " offline", "probability": 0.89794921875}], "temperature": 1.0}, {"id": 51, "seek": 114425, "start": 1134.01, "end": 1144.25, "text": "Okay طبعا في الأخر ال medium اللي هي المفروض ال conclusion مفروض conclusion for example لو أخدنا ال environment بتاعتنا البيئة المناسبة لل trainees", "tokens": [8297, 23032, 3555, 3615, 995, 8978, 16247, 34740, 2423, 6399, 13672, 1829, 39896, 9673, 5172, 32887, 11242, 2423, 10063, 3714, 5172, 32887, 11242, 10063, 337, 1365, 45164, 5551, 9778, 3215, 8315, 2423, 2823, 39894, 995, 34268, 8315, 2423, 21292, 19986, 3660, 9673, 8315, 35457, 3660, 24976, 41316], "avg_logprob": -0.1522623666872581, "compression_ratio": 1.3856209150326797, "no_speech_prob": 1.6689300537109375e-06, "words": [{"start": 1134.01, "end": 1134.41, "word": "Okay", "probability": 0.8642578125}, {"start": 1134.41, "end": 1134.95, "word": " طبعا", "probability": 0.9681396484375}, {"start": 1134.95, "end": 1135.05, "word": " في", "probability": 0.84423828125}, {"start": 1135.05, "end": 1135.33, "word": " الأخر", "probability": 0.6944580078125}, {"start": 1135.33, "end": 1135.49, "word": " ال", "probability": 0.93408203125}, {"start": 1135.49, "end": 1135.81, "word": " medium", "probability": 0.82421875}, {"start": 1135.81, "end": 1136.11, "word": " اللي", "probability": 0.83740234375}, {"start": 1136.11, "end": 1136.23, "word": " هي", "probability": 0.61328125}, {"start": 1136.23, "end": 1136.55, "word": " المفروض", "probability": 0.99072265625}, {"start": 1136.55, "end": 1136.67, "word": " ال", "probability": 0.76904296875}, {"start": 1136.67, "end": 1137.11, "word": " conclusion", "probability": 0.9541015625}, {"start": 1137.11, "end": 1137.89, "word": " مفروض", "probability": 0.799560546875}, {"start": 1137.89, "end": 1138.39, "word": " conclusion", "probability": 0.73046875}, {"start": 1138.39, "end": 1138.81, "word": " for", "probability": 0.64013671875}, {"start": 1138.81, "end": 1139.19, "word": " example", "probability": 0.97314453125}, {"start": 1139.19, "end": 1140.17, "word": " لو", "probability": 0.9619140625}, {"start": 1140.17, "end": 1140.49, "word": " أخدنا", "probability": 0.9638671875}, {"start": 1140.49, "end": 1140.57, "word": " ال", "probability": 0.7724609375}, {"start": 1140.57, "end": 1140.99, "word": " environment", "probability": 0.9697265625}, {"start": 1140.99, "end": 1141.43, "word": " بتاعتنا", "probability": 0.94921875}, {"start": 1141.43, "end": 1142.01, "word": " البيئة", "probability": 0.8992919921875}, {"start": 1142.01, "end": 1143.35, "word": " المناسبة", "probability": 0.9935302734375}, {"start": 1143.35, "end": 1143.67, "word": " لل", "probability": 0.52392578125}, {"start": 1143.67, "end": 1144.25, "word": " trainees", "probability": 0.80517578125}], "temperature": 1.0}, {"id": 52, "seek": 116916, "start": 1145.14, "end": 1169.16, "text": "ممكن تكون عبارة عن ال papers اللي هي المفردات هذه اللي بتسميها ال values هذه ال values هذا ال object أو ال linguistic objects وفيه لكل linguistic object فيه value فيه القيم تبعته فممكن تكون قيمة ال environment تبعتنا هي papers أو manuals كل الألفاظ اللي مرت علينا ال values اللي مرت علينا في ال rules تبعتنا documents textbook", "tokens": [2304, 43020, 6055, 30544, 6225, 3555, 9640, 3660, 18871, 2423, 10577, 13672, 1829, 39896, 9673, 5172, 2288, 3215, 9307, 29538, 13672, 1829, 39894, 38251, 1829, 11296, 2423, 4190, 29538, 2423, 4190, 23758, 2423, 2657, 34051, 2423, 43002, 6565, 4032, 41185, 3224, 5296, 28820, 43002, 2657, 8978, 3224, 2158, 8978, 3224, 25062, 32640, 6055, 3555, 34268, 3224, 6156, 2304, 43020, 6055, 30544, 12174, 32640, 3660, 2423, 2823, 6055, 3555, 34268, 8315, 39896, 10577, 34051, 9688, 82, 28242, 16247, 46538, 5718, 116, 13672, 1829, 3714, 43500, 25894, 8315, 2423, 4190, 13672, 1829, 3714, 43500, 25894, 8315, 8978, 2423, 4474, 6055, 3555, 34268, 8315, 8512, 25591], "avg_logprob": -0.1588040800908437, "compression_ratio": 2.00836820083682, "no_speech_prob": 0.0, "words": [{"start": 1145.14, "end": 1145.56, "word": "ممكن", "probability": 0.976318359375}, {"start": 1145.56, "end": 1145.84, "word": " تكون", "probability": 0.9912109375}, {"start": 1145.84, "end": 1146.1, "word": " عبارة", "probability": 0.9854736328125}, {"start": 1146.1, "end": 1146.22, "word": " عن", "probability": 0.99853515625}, {"start": 1146.22, "end": 1146.34, "word": " ال", "probability": 0.95263671875}, {"start": 1146.34, "end": 1146.72, "word": " papers", "probability": 0.96337890625}, {"start": 1146.72, "end": 1147.34, "word": " اللي", "probability": 0.866455078125}, {"start": 1147.34, "end": 1147.44, "word": " هي", "probability": 0.8359375}, {"start": 1147.44, "end": 1147.94, "word": " المفردات", "probability": 0.75791015625}, {"start": 1147.94, "end": 1148.12, "word": " هذه", "probability": 0.36572265625}, {"start": 1148.12, "end": 1148.22, "word": " اللي", "probability": 0.980224609375}, {"start": 1148.22, "end": 1148.58, "word": " بتسميها", "probability": 0.85009765625}, {"start": 1148.58, "end": 1148.72, "word": " ال", "probability": 0.94970703125}, {"start": 1148.72, "end": 1149.16, "word": " values", "probability": 0.9638671875}, {"start": 1149.16, "end": 1150.08, "word": " هذه", "probability": 0.5634765625}, {"start": 1150.08, "end": 1150.24, "word": " ال", "probability": 0.990234375}, {"start": 1150.24, "end": 1150.52, "word": " values", "probability": 0.962890625}, {"start": 1150.52, "end": 1150.68, "word": " هذا", "probability": 0.195556640625}, {"start": 1150.68, "end": 1150.84, "word": " ال", "probability": 0.990234375}, {"start": 1150.84, "end": 1151.3, "word": " object", "probability": 0.97802734375}, {"start": 1151.3, "end": 1151.8, "word": " أو", "probability": 0.76611328125}, {"start": 1151.8, "end": 1151.9, "word": " ال", "probability": 0.9541015625}, {"start": 1151.9, "end": 1152.28, "word": " linguistic", "probability": 0.94287109375}, {"start": 1152.28, "end": 1152.9, "word": " objects", "probability": 0.7412109375}, {"start": 1152.9, "end": 1153.46, "word": " وفيه", "probability": 0.71142578125}, {"start": 1153.46, "end": 1153.76, "word": " لكل", "probability": 0.9833984375}, {"start": 1153.76, "end": 1154.22, "word": " linguistic", "probability": 0.94189453125}, {"start": 1154.22, "end": 1154.82, "word": " object", "probability": 0.95458984375}, {"start": 1154.82, "end": 1155.12, "word": " فيه", "probability": 0.955322265625}, {"start": 1155.12, "end": 1155.5, "word": " value", "probability": 0.99365234375}, {"start": 1155.5, "end": 1156.34, "word": " فيه", "probability": 0.886474609375}, {"start": 1156.34, "end": 1156.7, "word": " القيم", "probability": 0.956298828125}, {"start": 1156.7, "end": 1157.1, "word": " تبعته", "probability": 0.9256591796875}, {"start": 1157.1, "end": 1157.52, "word": " فممكن", "probability": 0.9353841145833334}, {"start": 1157.52, "end": 1157.88, "word": " تكون", "probability": 0.9736328125}, {"start": 1157.88, "end": 1158.36, "word": " قيمة", "probability": 0.998046875}, {"start": 1158.36, "end": 1158.48, "word": " ال", "probability": 0.95849609375}, {"start": 1158.48, "end": 1159.08, "word": " environment", "probability": 0.98095703125}, {"start": 1159.08, "end": 1159.54, "word": " تبعتنا", "probability": 0.969482421875}, {"start": 1159.54, "end": 1159.8, "word": " هي", "probability": 0.958984375}, {"start": 1159.8, "end": 1160.44, "word": " papers", "probability": 0.93994140625}, {"start": 1160.44, "end": 1161.22, "word": " أو", "probability": 0.6552734375}, {"start": 1161.22, "end": 1162.22, "word": " manuals", "probability": 0.931640625}, {"start": 1162.22, "end": 1163.02, "word": " كل", "probability": 0.451904296875}, {"start": 1163.02, "end": 1164.38, "word": " الألفاظ", "probability": 0.85546875}, {"start": 1164.38, "end": 1164.52, "word": " اللي", "probability": 0.97265625}, {"start": 1164.52, "end": 1164.76, "word": " مرت", "probability": 0.852294921875}, {"start": 1164.76, "end": 1165.16, "word": " علينا", "probability": 0.98046875}, {"start": 1165.16, "end": 1165.42, "word": " ال", "probability": 0.77490234375}, {"start": 1165.42, "end": 1165.8, "word": " values", "probability": 0.97998046875}, {"start": 1165.8, "end": 1165.96, "word": " اللي", "probability": 0.992431640625}, {"start": 1165.96, "end": 1166.2, "word": " مرت", "probability": 0.984375}, {"start": 1166.2, "end": 1166.48, "word": " علينا", "probability": 0.9794921875}, {"start": 1166.48, "end": 1166.8, "word": " في", "probability": 0.333251953125}, {"start": 1166.8, "end": 1167.02, "word": " ال", "probability": 0.387939453125}, {"start": 1167.02, "end": 1167.2, "word": " rules", "probability": 0.5595703125}, {"start": 1167.2, "end": 1167.66, "word": " تبعتنا", "probability": 0.9700927734375}, {"start": 1167.66, "end": 1168.56, "word": " documents", "probability": 0.6826171875}, {"start": 1168.56, "end": 1169.16, "word": " textbook", "probability": 0.494384765625}], "temperature": 1.0}, {"id": 53, "seek": 119066, "start": 1170.26, "end": 1190.66, "text": "الـ picture، ال illustration، ال photograph، ال diagram، ال machines، ال buildings and so on لكلهم اللي عندما وصلنا ل computer programs في النهاية تمام هذا الكلام بنقدر نتعامل معاه بحيث انه في النهاية نحدد القيم واللي هتمثل بالنسبالي", "tokens": [6027, 39184, 3036, 12399, 2423, 22645, 12399, 2423, 8348, 12399, 2423, 10686, 12399, 2423, 8379, 12399, 2423, 7446, 293, 370, 322, 5296, 28820, 16095, 13672, 1829, 43242, 15042, 4032, 36520, 8315, 5296, 3820, 4268, 8978, 28239, 11296, 10632, 46811, 10943, 23758, 2423, 28820, 10943, 44945, 28543, 2288, 8717, 2655, 3615, 10943, 1211, 20449, 40294, 4724, 5016, 1829, 12984, 16472, 3224, 8978, 28239, 11296, 10632, 8717, 24401, 3215, 25062, 32640, 16070, 20292, 8032, 39237, 12984, 1211, 20666, 1863, 35457, 6027, 1829], "avg_logprob": -0.1773726792983067, "compression_ratio": 1.6296296296296295, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1170.26, "end": 1170.54, "word": "الـ", "probability": 0.49285888671875}, {"start": 1170.54, "end": 1171.22, "word": " picture،", "probability": 0.3154296875}, {"start": 1171.22, "end": 1171.42, "word": " ال", "probability": 0.986328125}, {"start": 1171.42, "end": 1172.24, "word": " illustration،", "probability": 0.902099609375}, {"start": 1172.24, "end": 1172.38, "word": " ال", "probability": 0.7939453125}, {"start": 1172.38, "end": 1173.22, "word": " photograph،", "probability": 0.9140625}, {"start": 1173.22, "end": 1173.34, "word": " ال", "probability": 0.87353515625}, {"start": 1173.34, "end": 1173.86, "word": " diagram،", "probability": 0.7890625}, {"start": 1173.86, "end": 1173.96, "word": " ال", "probability": 0.9658203125}, {"start": 1173.96, "end": 1175.06, "word": " machines،", "probability": 0.91357421875}, {"start": 1175.06, "end": 1175.3, "word": " ال", "probability": 0.96142578125}, {"start": 1175.3, "end": 1175.82, "word": " buildings", "probability": 0.96484375}, {"start": 1175.82, "end": 1176.22, "word": " and", "probability": 0.59228515625}, {"start": 1176.22, "end": 1176.42, "word": " so", "probability": 0.92919921875}, {"start": 1176.42, "end": 1176.64, "word": " on", "probability": 0.9580078125}, {"start": 1176.64, "end": 1177.3, "word": " لكلهم", "probability": 0.88427734375}, {"start": 1177.3, "end": 1177.4, "word": " اللي", "probability": 0.8935546875}, {"start": 1177.4, "end": 1177.56, "word": " عندما", "probability": 0.6181640625}, {"start": 1177.56, "end": 1177.8, "word": " وصلنا", "probability": 0.8518880208333334}, {"start": 1177.8, "end": 1177.88, "word": " ل", "probability": 0.48828125}, {"start": 1177.88, "end": 1178.12, "word": " computer", "probability": 0.57861328125}, {"start": 1178.12, "end": 1178.74, "word": " programs", "probability": 0.83154296875}, {"start": 1178.74, "end": 1179.12, "word": " في", "probability": 0.8251953125}, {"start": 1179.12, "end": 1179.52, "word": " النهاية", "probability": 0.97607421875}, {"start": 1179.52, "end": 1180.2, "word": " تمام", "probability": 0.828857421875}, {"start": 1180.2, "end": 1180.6, "word": " هذا", "probability": 0.72900390625}, {"start": 1180.6, "end": 1181.64, "word": " الكلام", "probability": 0.9695638020833334}, {"start": 1181.64, "end": 1182.54, "word": " بنقدر", "probability": 0.8385416666666666}, {"start": 1182.54, "end": 1183.04, "word": " نتعامل", "probability": 0.971875}, {"start": 1183.04, "end": 1183.22, "word": " معاه", "probability": 0.921630859375}, {"start": 1183.22, "end": 1183.52, "word": " بحيث", "probability": 0.976318359375}, {"start": 1183.52, "end": 1183.7, "word": " انه", "probability": 0.792724609375}, {"start": 1183.7, "end": 1183.8, "word": " في", "probability": 0.93896484375}, {"start": 1183.8, "end": 1184.28, "word": " النهاية", "probability": 0.9739583333333334}, {"start": 1184.28, "end": 1186.92, "word": " نحدد", "probability": 0.92041015625}, {"start": 1186.92, "end": 1188.3, "word": " القيم", "probability": 0.93994140625}, {"start": 1188.3, "end": 1189.42, "word": " واللي", "probability": 0.734130859375}, {"start": 1189.42, "end": 1189.98, "word": " هتمثل", "probability": 0.9613037109375}, {"start": 1189.98, "end": 1190.66, "word": " بالنسبالي", "probability": 0.9880859375}], "temperature": 1.0}, {"id": 54, "seek": 121255, "start": 1191.47, "end": 1212.55, "text": "بناء على ال rule اللي أخدناها المرة اللي فاتت ال facts كان فيه عندى fact وكان فيه عندى ال knowledge أو اللي هي ال rule نفسها فدول يمثلوا هنا ال fact عشان ال fact مع ال rules اللي احنا أخدناهم يطلعوا ليه conclusion يطلعوا conclusion في النهاية فكل هذه القيم لل .. لل ..", "tokens": [3555, 1863, 16606, 15844, 2423, 4978, 13672, 1829, 5551, 9778, 3215, 8315, 11296, 9673, 25720, 13672, 1829, 6156, 9307, 2655, 2423, 9130, 25961, 8978, 3224, 43242, 7578, 1186, 4032, 41361, 8978, 3224, 43242, 7578, 2423, 3601, 34051, 13672, 1829, 39896, 2423, 4978, 8717, 36178, 11296, 6156, 3215, 12610, 7251, 2304, 12984, 1211, 14407, 34105, 2423, 1186, 6225, 8592, 7649, 2423, 1186, 20449, 2423, 4474, 13672, 1829, 1975, 5016, 8315, 5551, 9778, 3215, 8315, 16095, 7251, 9566, 1211, 3615, 14407, 32239, 3224, 10063, 7251, 9566, 1211, 3615, 14407, 10063, 8978, 28239, 11296, 10632, 6156, 28820, 29538, 25062, 32640, 24976, 4386, 24976, 4386], "avg_logprob": -0.15686274261451236, "compression_ratio": 1.9004524886877827, "no_speech_prob": 4.112720489501953e-06, "words": [{"start": 1191.47, "end": 1191.85, "word": "بناء", "probability": 0.94970703125}, {"start": 1191.85, "end": 1192.05, "word": " على", "probability": 0.6669921875}, {"start": 1192.05, "end": 1192.21, "word": " ال", "probability": 0.955078125}, {"start": 1192.21, "end": 1192.33, "word": " rule", "probability": 0.4794921875}, {"start": 1192.33, "end": 1192.45, "word": " اللي", "probability": 0.8564453125}, {"start": 1192.45, "end": 1192.77, "word": " أخدناها", "probability": 0.872021484375}, {"start": 1192.77, "end": 1192.99, "word": " المرة", "probability": 0.93359375}, {"start": 1192.99, "end": 1193.13, "word": " اللي", "probability": 0.9443359375}, {"start": 1193.13, "end": 1193.49, "word": " فاتت", "probability": 0.9876302083333334}, {"start": 1193.49, "end": 1193.87, "word": " ال", "probability": 0.74267578125}, {"start": 1193.87, "end": 1194.33, "word": " facts", "probability": 0.96142578125}, {"start": 1194.33, "end": 1195.53, "word": " كان", "probability": 0.86572265625}, {"start": 1195.53, "end": 1195.71, "word": " فيه", "probability": 0.6383056640625}, {"start": 1195.71, "end": 1196.03, "word": " عندى", "probability": 0.750244140625}, {"start": 1196.03, "end": 1196.91, "word": " fact", "probability": 0.94482421875}, {"start": 1196.91, "end": 1197.37, "word": " وكان", "probability": 0.822021484375}, {"start": 1197.37, "end": 1197.57, "word": " فيه", "probability": 0.973876953125}, {"start": 1197.57, "end": 1197.95, "word": " عندى", "probability": 0.93115234375}, {"start": 1197.95, "end": 1198.31, "word": " ال", "probability": 0.89794921875}, {"start": 1198.31, "end": 1198.67, "word": " knowledge", "probability": 0.92041015625}, {"start": 1198.67, "end": 1199.01, "word": " أو", "probability": 0.7890625}, {"start": 1199.01, "end": 1199.19, "word": " اللي", "probability": 0.942626953125}, {"start": 1199.19, "end": 1199.47, "word": " هي", "probability": 0.91162109375}, {"start": 1199.47, "end": 1199.79, "word": " ال", "probability": 0.99267578125}, {"start": 1199.79, "end": 1199.97, "word": " rule", "probability": 0.95947265625}, {"start": 1199.97, "end": 1200.43, "word": " نفسها", "probability": 0.9959309895833334}, {"start": 1200.43, "end": 1200.91, "word": " فدول", "probability": 0.7991536458333334}, {"start": 1200.91, "end": 1201.33, "word": " يمثلوا", "probability": 0.873046875}, {"start": 1201.33, "end": 1201.45, "word": " هنا", "probability": 0.97900390625}, {"start": 1201.45, "end": 1201.57, "word": " ال", "probability": 0.96142578125}, {"start": 1201.57, "end": 1201.91, "word": " fact", "probability": 0.97509765625}, {"start": 1201.91, "end": 1202.31, "word": " عشان", "probability": 0.9698893229166666}, {"start": 1202.31, "end": 1202.77, "word": " ال", "probability": 0.916015625}, {"start": 1202.77, "end": 1203.13, "word": " fact", "probability": 0.96484375}, {"start": 1203.13, "end": 1203.43, "word": " مع", "probability": 0.99462890625}, {"start": 1203.43, "end": 1204.07, "word": " ال", "probability": 0.99609375}, {"start": 1204.07, "end": 1204.37, "word": " rules", "probability": 0.873046875}, {"start": 1204.37, "end": 1204.51, "word": " اللي", "probability": 0.99169921875}, {"start": 1204.51, "end": 1204.67, "word": " احنا", "probability": 0.8556315104166666}, {"start": 1204.67, "end": 1205.03, "word": " أخدناهم", "probability": 0.9505859375}, {"start": 1205.03, "end": 1205.69, "word": " يطلعوا", "probability": 0.826171875}, {"start": 1205.69, "end": 1206.09, "word": " ليه", "probability": 0.673095703125}, {"start": 1206.09, "end": 1206.65, "word": " conclusion", "probability": 0.92578125}, {"start": 1206.65, "end": 1207.33, "word": " يطلعوا", "probability": 0.883935546875}, {"start": 1207.33, "end": 1207.67, "word": " conclusion", "probability": 0.537109375}, {"start": 1207.67, "end": 1207.93, "word": " في", "probability": 0.89501953125}, {"start": 1207.93, "end": 1208.25, "word": " النهاية", "probability": 0.9690755208333334}, {"start": 1208.25, "end": 1208.91, "word": " فكل", "probability": 0.8857421875}, {"start": 1208.91, "end": 1209.11, "word": " هذه", "probability": 0.77294921875}, {"start": 1209.11, "end": 1209.45, "word": " القيم", "probability": 0.781494140625}, {"start": 1209.45, "end": 1210.01, "word": " لل", "probability": 0.6201171875}, {"start": 1210.01, "end": 1211.15, "word": " ..", "probability": 0.9345703125}, {"start": 1211.15, "end": 1211.97, "word": " لل", "probability": 0.515625}, {"start": 1211.97, "end": 1212.55, "word": " ..", "probability": 0.97998046875}], "temperature": 1.0}, {"id": 55, "seek": 123011, "start": 1213.12, "end": 1230.12, "text": "ال facts بحيث أنه ممكن أقرأها ال environment is machines مثلا هي is وبعطيها ال value بتاعتها نعطيها ال value بتاعتها تمام هيك لكل تقريبا ال linguistic objects إيش ال values اللي استخدمناهم", "tokens": [6027, 9130, 4724, 5016, 1829, 12984, 14739, 3224, 3714, 43020, 5551, 4587, 2288, 10721, 11296, 2423, 2823, 307, 8379, 50113, 15040, 39896, 307, 46599, 3615, 9566, 1829, 11296, 2423, 2158, 39894, 995, 34268, 11296, 8717, 3615, 9566, 1829, 11296, 2423, 2158, 39894, 995, 34268, 11296, 46811, 10943, 39896, 4117, 5296, 28820, 6055, 4587, 16572, 3555, 995, 2423, 43002, 6565, 11933, 1829, 8592, 2423, 4190, 13672, 1829, 44713, 9778, 40448, 8315, 16095], "avg_logprob": -0.1232638888888889, "compression_ratio": 1.5898876404494382, "no_speech_prob": 4.410743713378906e-06, "words": [{"start": 1213.12, "end": 1213.64, "word": "ال", "probability": 0.92333984375}, {"start": 1213.64, "end": 1214.06, "word": " facts", "probability": 0.9287109375}, {"start": 1214.06, "end": 1215.22, "word": " بحيث", "probability": 0.9608154296875}, {"start": 1215.22, "end": 1215.38, "word": " أنه", "probability": 0.6883544921875}, {"start": 1215.38, "end": 1215.64, "word": " ممكن", "probability": 0.987060546875}, {"start": 1215.64, "end": 1216.22, "word": " أقرأها", "probability": 0.79638671875}, {"start": 1216.22, "end": 1216.6, "word": " ال", "probability": 0.9111328125}, {"start": 1216.6, "end": 1217.14, "word": " environment", "probability": 0.95751953125}, {"start": 1217.14, "end": 1217.84, "word": " is", "probability": 0.95703125}, {"start": 1217.84, "end": 1218.46, "word": " machines", "probability": 0.7470703125}, {"start": 1218.46, "end": 1218.9, "word": " مثلا", "probability": 0.975341796875}, {"start": 1218.9, "end": 1219.5, "word": " هي", "probability": 0.7646484375}, {"start": 1219.5, "end": 1219.92, "word": " is", "probability": 0.9658203125}, {"start": 1219.92, "end": 1220.58, "word": " وبعطيها", "probability": 0.82255859375}, {"start": 1220.58, "end": 1220.68, "word": " ال", "probability": 0.94580078125}, {"start": 1220.68, "end": 1220.9, "word": " value", "probability": 0.99169921875}, {"start": 1220.9, "end": 1221.3, "word": " بتاعتها", "probability": 0.960693359375}, {"start": 1221.3, "end": 1221.8, "word": " نعطيها", "probability": 0.92666015625}, {"start": 1221.8, "end": 1222.24, "word": " ال", "probability": 0.98876953125}, {"start": 1222.24, "end": 1222.44, "word": " value", "probability": 0.994140625}, {"start": 1222.44, "end": 1223.06, "word": " بتاعتها", "probability": 0.9912109375}, {"start": 1223.06, "end": 1223.56, "word": " تمام", "probability": 0.820068359375}, {"start": 1223.56, "end": 1224.24, "word": " هيك", "probability": 0.799560546875}, {"start": 1224.24, "end": 1225.16, "word": " لكل", "probability": 0.779541015625}, {"start": 1225.16, "end": 1226.24, "word": " تقريبا", "probability": 0.99150390625}, {"start": 1226.24, "end": 1226.76, "word": " ال", "probability": 0.9619140625}, {"start": 1226.76, "end": 1227.36, "word": " linguistic", "probability": 0.96728515625}, {"start": 1227.36, "end": 1228.14, "word": " objects", "probability": 0.89599609375}, {"start": 1228.14, "end": 1228.64, "word": " إيش", "probability": 0.7869466145833334}, {"start": 1228.64, "end": 1228.78, "word": " ال", "probability": 0.93994140625}, {"start": 1228.78, "end": 1229.2, "word": " values", "probability": 0.97998046875}, {"start": 1229.2, "end": 1229.36, "word": " اللي", "probability": 0.980712890625}, {"start": 1229.36, "end": 1230.12, "word": " استخدمناهم", "probability": 0.91748046875}], "temperature": 1.0}, {"id": 56, "seek": 125659, "start": 1230.72, "end": 1256.6, "text": "في مجموعة ال rules بتاعتنا هدول هى نطوي لسه كنا بنتكلم عنهم ال environment ال stimulus situation اتكلمنا عن ال variable اتكلمنا عن ال physical object اتكلمنا عن ال visual symbolic and so on لو فى أشياء أخرى او values أخرى ممكن نتحدث عنها تكون مناسبة لل trainees ال jobs برضه اتكلمنا عن مجموعة الوظائف اللى ممكن ال trainees هدول يكونوا أصلا بشتغلوها", "tokens": [41185, 3714, 7435, 2304, 2407, 27884, 2423, 4474, 39894, 995, 34268, 8315, 8032, 3215, 12610, 8032, 7578, 8717, 9566, 45865, 5296, 3794, 3224, 9122, 8315, 44945, 2655, 4117, 19528, 18871, 16095, 2423, 2823, 2423, 21366, 2590, 1975, 2655, 4117, 19528, 8315, 18871, 2423, 7006, 1975, 2655, 4117, 19528, 8315, 18871, 2423, 4001, 2657, 1975, 2655, 4117, 19528, 8315, 18871, 2423, 5056, 25755, 293, 370, 322, 45164, 6156, 7578, 5551, 8592, 1829, 16606, 5551, 34740, 7578, 1975, 2407, 4190, 5551, 34740, 7578, 3714, 43020, 8717, 2655, 24401, 12984, 18871, 11296, 6055, 30544, 3714, 8315, 35457, 3660, 24976, 41316, 2423, 4782, 4724, 43042, 3224, 1975, 2655, 4117, 19528, 8315, 18871, 3714, 7435, 2304, 2407, 27884, 2423, 2407, 19913, 16373, 5172, 13672, 7578, 3714, 43020, 2423, 41316, 8032, 3215, 12610, 7251, 30544, 14407, 5551, 9381, 15040, 4724, 8592, 2655, 17082, 1211, 2407, 11296], "avg_logprob": -0.15104166159393095, "compression_ratio": 1.821917808219178, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 1230.72, "end": 1230.98, "word": "في", "probability": 0.87841796875}, {"start": 1230.98, "end": 1231.42, "word": " مجموعة", "probability": 0.929296875}, {"start": 1231.42, "end": 1231.58, "word": " ال", "probability": 0.97119140625}, {"start": 1231.58, "end": 1231.72, "word": " rules", "probability": 0.44677734375}, {"start": 1231.72, "end": 1232.18, "word": " بتاعتنا", "probability": 0.903564453125}, {"start": 1232.18, "end": 1232.92, "word": " هدول", "probability": 0.79248046875}, {"start": 1232.92, "end": 1233.06, "word": " هى", "probability": 0.34625244140625}, {"start": 1233.06, "end": 1233.48, "word": " نطوي", "probability": 0.3429361979166667}, {"start": 1233.48, "end": 1233.72, "word": " لسه", "probability": 0.9064127604166666}, {"start": 1233.72, "end": 1233.88, "word": " كنا", "probability": 0.9423828125}, {"start": 1233.88, "end": 1234.2, "word": " بنتكلم", "probability": 0.82586669921875}, {"start": 1234.2, "end": 1234.46, "word": " عنهم", "probability": 0.96826171875}, {"start": 1234.46, "end": 1234.58, "word": " ال", "probability": 0.9755859375}, {"start": 1234.58, "end": 1234.94, "word": " environment", "probability": 0.7939453125}, {"start": 1234.94, "end": 1235.58, "word": " ال", "probability": 0.89111328125}, {"start": 1235.58, "end": 1236.02, "word": " stimulus", "probability": 0.890625}, {"start": 1236.02, "end": 1237.04, "word": " situation", "probability": 0.49560546875}, {"start": 1237.04, "end": 1237.9, "word": " اتكلمنا", "probability": 0.93212890625}, {"start": 1237.9, "end": 1238.1, "word": " عن", "probability": 0.99267578125}, {"start": 1238.1, "end": 1238.48, "word": " ال", "probability": 0.99072265625}, {"start": 1238.48, "end": 1239.16, "word": " variable", "probability": 0.65234375}, {"start": 1239.16, "end": 1239.68, "word": " اتكلمنا", "probability": 0.947265625}, {"start": 1239.68, "end": 1239.76, "word": " عن", "probability": 0.97119140625}, {"start": 1239.76, "end": 1239.84, "word": " ال", "probability": 0.91455078125}, {"start": 1239.84, "end": 1240.12, "word": " physical", "probability": 0.8408203125}, {"start": 1240.12, "end": 1240.82, "word": " object", "probability": 0.9609375}, {"start": 1240.82, "end": 1241.3, "word": " اتكلمنا", "probability": 0.97646484375}, {"start": 1241.3, "end": 1241.42, "word": " عن", "probability": 0.994140625}, {"start": 1241.42, "end": 1241.56, "word": " ال", "probability": 0.966796875}, {"start": 1241.56, "end": 1241.9, "word": " visual", "probability": 0.97314453125}, {"start": 1241.9, "end": 1242.72, "word": " symbolic", "probability": 0.607421875}, {"start": 1242.72, "end": 1242.98, "word": " and", "probability": 0.86962890625}, {"start": 1242.98, "end": 1243.16, "word": " so", "probability": 0.900390625}, {"start": 1243.16, "end": 1243.36, "word": " on", "probability": 0.9638671875}, {"start": 1243.36, "end": 1244.0, "word": " لو", "probability": 0.93115234375}, {"start": 1244.0, "end": 1244.22, "word": " فى", "probability": 0.720703125}, {"start": 1244.22, "end": 1244.68, "word": " أشياء", "probability": 0.96044921875}, {"start": 1244.68, "end": 1245.12, "word": " أخرى", "probability": 0.7381184895833334}, {"start": 1245.12, "end": 1245.66, "word": " او", "probability": 0.739501953125}, {"start": 1245.66, "end": 1246.06, "word": " values", "probability": 0.904296875}, {"start": 1246.06, "end": 1246.4, "word": " أخرى", "probability": 0.9396158854166666}, {"start": 1246.4, "end": 1246.7, "word": " ممكن", "probability": 0.991943359375}, {"start": 1246.7, "end": 1247.42, "word": " نتحدث", "probability": 0.9935302734375}, {"start": 1247.42, "end": 1247.8, "word": " عنها", "probability": 0.997802734375}, {"start": 1247.8, "end": 1249.0, "word": " تكون", "probability": 0.942626953125}, {"start": 1249.0, "end": 1249.9, "word": " مناسبة", "probability": 0.968017578125}, {"start": 1249.9, "end": 1250.24, "word": " لل", "probability": 0.7998046875}, {"start": 1250.24, "end": 1251.16, "word": " trainees", "probability": 0.53466796875}, {"start": 1251.16, "end": 1251.72, "word": " ال", "probability": 0.90185546875}, {"start": 1251.72, "end": 1252.0, "word": " jobs", "probability": 0.9404296875}, {"start": 1252.0, "end": 1252.28, "word": " برضه", "probability": 0.9435221354166666}, {"start": 1252.28, "end": 1252.76, "word": " اتكلمنا", "probability": 0.96865234375}, {"start": 1252.76, "end": 1252.88, "word": " عن", "probability": 0.98974609375}, {"start": 1252.88, "end": 1253.3, "word": " مجموعة", "probability": 0.95380859375}, {"start": 1253.3, "end": 1254.28, "word": " الوظائف", "probability": 0.9158203125}, {"start": 1254.28, "end": 1254.46, "word": " اللى", "probability": 0.926025390625}, {"start": 1254.46, "end": 1254.78, "word": " ممكن", "probability": 0.99169921875}, {"start": 1254.78, "end": 1254.92, "word": " ال", "probability": 0.57861328125}, {"start": 1254.92, "end": 1255.24, "word": " trainees", "probability": 0.986328125}, {"start": 1255.24, "end": 1255.52, "word": " هدول", "probability": 0.8797200520833334}, {"start": 1255.52, "end": 1255.76, "word": " يكونوا", "probability": 0.9697265625}, {"start": 1255.76, "end": 1255.96, "word": " أصلا", "probability": 0.9013671875}, {"start": 1255.96, "end": 1256.6, "word": " بشتغلوها", "probability": 0.9388950892857143}], "temperature": 1.0}, {"id": 57, "seek": 128490, "start": 1257.56, "end": 1284.9, "text": "أتكلمنا عن ال response و كيف ممكن تكون ال feedback ماكنش فيه أكتر من انه yes or no يا أما مطلوب أو غير مطلوب مطلوب feedback okay معناته أنا لازم أشوفهم و لازم يكون في online learning سواء traditional أو electronic learning بس لازم يكون فيه تفاعل أما إذا كانت offline فمناسب جدا أنه مثلا زي ما أخدنا المثال الفيديو كست و خلصنا تمام", "tokens": [10721, 2655, 4117, 19528, 8315, 18871, 2423, 4134, 4032, 9122, 33911, 3714, 43020, 6055, 30544, 2423, 5824, 19446, 19452, 8592, 8978, 3224, 5551, 4117, 2655, 2288, 9154, 16472, 3224, 2086, 420, 572, 35186, 5551, 15042, 3714, 9566, 1211, 37746, 34051, 32771, 13546, 3714, 9566, 1211, 37746, 3714, 9566, 1211, 37746, 5824, 1392, 20449, 8315, 47395, 41850, 5296, 31377, 2304, 5551, 8592, 38688, 16095, 4032, 5296, 31377, 2304, 7251, 30544, 8978, 2950, 2539, 8608, 2407, 16606, 5164, 34051, 10092, 2539, 4724, 3794, 5296, 31377, 2304, 7251, 30544, 8978, 3224, 6055, 5172, 995, 30241, 5551, 15042, 11933, 15730, 25961, 2655, 21857, 6156, 2304, 8315, 35457, 10874, 28259, 14739, 3224, 50113, 15040, 30767, 1829, 19446, 5551, 9778, 3215, 8315, 9673, 12984, 6027, 27188, 1829, 16254, 2407, 9122, 3794, 2655, 4032, 16490, 1211, 9381, 8315, 46811, 10943], "avg_logprob": -0.13362872444871646, "compression_ratio": 1.7534246575342465, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 1257.56, "end": 1258.0, "word": "أتكلمنا", "probability": 0.843359375}, {"start": 1258.0, "end": 1258.12, "word": " عن", "probability": 0.98828125}, {"start": 1258.12, "end": 1258.22, "word": " ال", "probability": 0.919921875}, {"start": 1258.22, "end": 1258.72, "word": " response", "probability": 0.77978515625}, {"start": 1258.72, "end": 1259.24, "word": " و", "probability": 0.9658203125}, {"start": 1259.24, "end": 1259.5, "word": " كيف", "probability": 0.815673828125}, {"start": 1259.5, "end": 1259.74, "word": " ممكن", "probability": 0.988525390625}, {"start": 1259.74, "end": 1260.04, "word": " تكون", "probability": 0.97998046875}, {"start": 1260.04, "end": 1260.3, "word": " ال", "probability": 0.60009765625}, {"start": 1260.3, "end": 1260.8, "word": " feedback", "probability": 0.90380859375}, {"start": 1260.8, "end": 1261.44, "word": " ماكنش", "probability": 0.92138671875}, {"start": 1261.44, "end": 1261.58, "word": " فيه", "probability": 0.975830078125}, {"start": 1261.58, "end": 1261.8, "word": " أكتر", "probability": 0.966064453125}, {"start": 1261.8, "end": 1261.96, "word": " من", "probability": 0.98046875}, {"start": 1261.96, "end": 1262.14, "word": " انه", "probability": 0.6575927734375}, {"start": 1262.14, "end": 1262.32, "word": " yes", "probability": 0.94677734375}, {"start": 1262.32, "end": 1262.46, "word": " or", "probability": 0.61669921875}, {"start": 1262.46, "end": 1263.28, "word": " no", "probability": 0.9638671875}, {"start": 1263.28, "end": 1263.8, "word": " يا", "probability": 0.62109375}, {"start": 1263.8, "end": 1264.1, "word": " أما", "probability": 0.78369140625}, {"start": 1264.1, "end": 1265.24, "word": " مطلوب", "probability": 0.9732666015625}, {"start": 1265.24, "end": 1265.4, "word": " أو", "probability": 0.80322265625}, {"start": 1265.4, "end": 1265.6, "word": " غير", "probability": 0.998046875}, {"start": 1265.6, "end": 1266.02, "word": " مطلوب", "probability": 0.9910888671875}, {"start": 1266.02, "end": 1266.88, "word": " مطلوب", "probability": 0.83111572265625}, {"start": 1266.88, "end": 1267.36, "word": " feedback", "probability": 0.8486328125}, {"start": 1267.36, "end": 1267.7, "word": " okay", "probability": 0.427978515625}, {"start": 1267.7, "end": 1268.16, "word": " معناته", "probability": 0.9513346354166666}, {"start": 1268.16, "end": 1268.3, "word": " أنا", "probability": 0.60546875}, {"start": 1268.3, "end": 1268.56, "word": " لازم", "probability": 0.9977213541666666}, {"start": 1268.56, "end": 1269.1, "word": " أشوفهم", "probability": 0.9466552734375}, {"start": 1269.1, "end": 1269.66, "word": " و", "probability": 0.9228515625}, {"start": 1269.66, "end": 1269.9, "word": " لازم", "probability": 0.9775390625}, {"start": 1269.9, "end": 1270.12, "word": " يكون", "probability": 0.991943359375}, {"start": 1270.12, "end": 1270.3, "word": " في", "probability": 0.91259765625}, {"start": 1270.3, "end": 1270.84, "word": " online", "probability": 0.53125}, {"start": 1270.84, "end": 1272.42, "word": " learning", "probability": 0.95849609375}, {"start": 1272.42, "end": 1272.78, "word": " سواء", "probability": 0.9803059895833334}, {"start": 1272.78, "end": 1273.28, "word": " traditional", "probability": 0.449462890625}, {"start": 1273.28, "end": 1273.7, "word": " أو", "probability": 0.7763671875}, {"start": 1273.7, "end": 1274.6, "word": " electronic", "probability": 0.89111328125}, {"start": 1274.6, "end": 1276.2, "word": " learning", "probability": 0.9130859375}, {"start": 1276.2, "end": 1276.6, "word": " بس", "probability": 0.970458984375}, {"start": 1276.6, "end": 1276.94, "word": " لازم", "probability": 0.9933268229166666}, {"start": 1276.94, "end": 1277.62, "word": " يكون", "probability": 0.98974609375}, {"start": 1277.62, "end": 1278.38, "word": " فيه", "probability": 0.967041015625}, {"start": 1278.38, "end": 1278.94, "word": " تفاعل", "probability": 0.9681396484375}, {"start": 1278.94, "end": 1279.46, "word": " أما", "probability": 0.9228515625}, {"start": 1279.46, "end": 1279.6, "word": " إذا", "probability": 0.89306640625}, {"start": 1279.6, "end": 1279.84, "word": " كانت", "probability": 0.989501953125}, {"start": 1279.84, "end": 1280.18, "word": " offline", "probability": 0.9736328125}, {"start": 1280.18, "end": 1280.72, "word": " فمناسب", "probability": 0.9296875}, {"start": 1280.72, "end": 1280.92, "word": " جدا", "probability": 0.948974609375}, {"start": 1280.92, "end": 1281.12, "word": " أنه", "probability": 0.660400390625}, {"start": 1281.12, "end": 1281.32, "word": " مثلا", "probability": 0.979248046875}, {"start": 1281.32, "end": 1281.5, "word": " زي", "probability": 0.972412109375}, {"start": 1281.5, "end": 1281.6, "word": " ما", "probability": 0.9609375}, {"start": 1281.6, "end": 1282.28, "word": " أخدنا", "probability": 0.7926025390625}, {"start": 1282.28, "end": 1282.64, "word": " المثال", "probability": 0.8297526041666666}, {"start": 1282.64, "end": 1283.34, "word": " الفيديو", "probability": 0.900634765625}, {"start": 1283.34, "end": 1283.72, "word": " كست", "probability": 0.666015625}, {"start": 1283.72, "end": 1283.96, "word": " و", "probability": 0.98486328125}, {"start": 1283.96, "end": 1284.46, "word": " خلصنا", "probability": 0.951904296875}, {"start": 1284.46, "end": 1284.9, "word": " تمام", "probability": 0.965087890625}], "temperature": 1.0}, {"id": 58, "seek": 130546, "start": 1286.28, "end": 1305.46, "text": "الان ال options المطلوبة اللي هي ال conclusions .. ال conclusions .. ال conclusions المطلوبة إيش في options عندك؟ هروح لمركز .. مركز الدورات هذا وعندي زي ما قلنا أنا مؤسسة وعندي مجموعة ال trainees تبعوني المتدربين اللي هم أصلا بيشتغلوا في المؤسسة وروحت لمركز تدريب .. إيش؟", "tokens": [6027, 7649, 2423, 3956, 9673, 9566, 1211, 37746, 3660, 13672, 1829, 39896, 2423, 22865, 4386, 2423, 22865, 4386, 2423, 22865, 9673, 9566, 1211, 37746, 3660, 11933, 1829, 8592, 8978, 3956, 43242, 4117, 22807, 8032, 32887, 5016, 5296, 29973, 4117, 11622, 4386, 3714, 31747, 11622, 32748, 13063, 9307, 23758, 4032, 3615, 1863, 16254, 30767, 1829, 19446, 12174, 1211, 8315, 41850, 3714, 33604, 3794, 3794, 3660, 4032, 3615, 1863, 16254, 3714, 7435, 2304, 2407, 27884, 2423, 41316, 6055, 3555, 3615, 11536, 1829, 9673, 2655, 3215, 25513, 9957, 13672, 1829, 8032, 2304, 5551, 9381, 15040, 4724, 1829, 8592, 2655, 17082, 1211, 14407, 8978, 9673, 33604, 3794, 3794, 3660, 4032, 32887, 33753, 5296, 29973, 4117, 11622, 6055, 3215, 16572, 3555, 4386, 11933, 1829, 8592, 22807], "avg_logprob": -0.1025870930953104, "compression_ratio": 1.9288888888888889, "no_speech_prob": 0.0, "words": [{"start": 1286.28, "end": 1286.78, "word": "الان", "probability": 0.78076171875}, {"start": 1286.78, "end": 1287.46, "word": " ال", "probability": 0.9599609375}, {"start": 1287.46, "end": 1288.0, "word": " options", "probability": 0.970703125}, {"start": 1288.0, "end": 1288.8, "word": " المطلوبة", "probability": 0.969921875}, {"start": 1288.8, "end": 1288.92, "word": " اللي", "probability": 0.85107421875}, {"start": 1288.92, "end": 1289.04, "word": " هي", "probability": 0.93359375}, {"start": 1289.04, "end": 1289.16, "word": " ال", "probability": 0.72509765625}, {"start": 1289.16, "end": 1289.7, "word": " conclusions", "probability": 0.947265625}, {"start": 1289.7, "end": 1290.24, "word": " ..", "probability": 0.63037109375}, {"start": 1290.24, "end": 1290.36, "word": " ال", "probability": 0.92138671875}, {"start": 1290.36, "end": 1290.9, "word": " conclusions", "probability": 0.97314453125}, {"start": 1290.9, "end": 1291.34, "word": " ..", "probability": 0.70166015625}, {"start": 1291.34, "end": 1291.5, "word": " ال", "probability": 0.9658203125}, {"start": 1291.5, "end": 1291.9, "word": " conclusions", "probability": 0.97802734375}, {"start": 1291.9, "end": 1292.52, "word": " المطلوبة", "probability": 0.98818359375}, {"start": 1292.52, "end": 1292.7, "word": " إيش", "probability": 0.733154296875}, {"start": 1292.7, "end": 1292.82, "word": " في", "probability": 0.8876953125}, {"start": 1292.82, "end": 1293.2, "word": " options", "probability": 0.9619140625}, {"start": 1293.2, "end": 1294.08, "word": " عندك؟", "probability": 0.9646809895833334}, {"start": 1294.08, "end": 1294.44, "word": " هروح", "probability": 0.9485677083333334}, {"start": 1294.44, "end": 1295.1, "word": " لمركز", "probability": 0.9605712890625}, {"start": 1295.1, "end": 1295.2, "word": " ..", "probability": 0.9482421875}, {"start": 1295.2, "end": 1295.62, "word": " مركز", "probability": 0.9230143229166666}, {"start": 1295.62, "end": 1296.44, "word": " الدورات", "probability": 0.9832356770833334}, {"start": 1296.44, "end": 1296.7, "word": " هذا", "probability": 0.57373046875}, {"start": 1296.7, "end": 1297.46, "word": " وعندي", "probability": 0.8353271484375}, {"start": 1297.46, "end": 1297.62, "word": " زي", "probability": 0.96337890625}, {"start": 1297.62, "end": 1297.72, "word": " ما", "probability": 0.98388671875}, {"start": 1297.72, "end": 1297.96, "word": " قلنا", "probability": 0.8714192708333334}, {"start": 1297.96, "end": 1298.14, "word": " أنا", "probability": 0.85400390625}, {"start": 1298.14, "end": 1298.68, "word": " مؤسسة", "probability": 0.9970703125}, {"start": 1298.68, "end": 1299.26, "word": " وعندي", "probability": 0.97509765625}, {"start": 1299.26, "end": 1299.56, "word": " مجموعة", "probability": 0.952734375}, {"start": 1299.56, "end": 1299.68, "word": " ال", "probability": 0.285400390625}, {"start": 1299.68, "end": 1299.98, "word": " trainees", "probability": 0.9189453125}, {"start": 1299.98, "end": 1300.42, "word": " تبعوني", "probability": 0.86123046875}, {"start": 1300.42, "end": 1301.14, "word": " المتدربين", "probability": 0.93359375}, {"start": 1301.14, "end": 1301.72, "word": " اللي", "probability": 0.996826171875}, {"start": 1301.72, "end": 1301.84, "word": " هم", "probability": 0.905517578125}, {"start": 1301.84, "end": 1302.1, "word": " أصلا", "probability": 0.947265625}, {"start": 1302.1, "end": 1302.56, "word": " بيشتغلوا", "probability": 0.9386160714285714}, {"start": 1302.56, "end": 1302.64, "word": " في", "probability": 0.96533203125}, {"start": 1302.64, "end": 1303.22, "word": " المؤسسة", "probability": 0.9978515625}, {"start": 1303.22, "end": 1303.78, "word": " وروحت", "probability": 0.9391276041666666}, {"start": 1303.78, "end": 1304.22, "word": " لمركز", "probability": 0.9354248046875}, {"start": 1304.22, "end": 1304.68, "word": " تدريب", "probability": 0.9874267578125}, {"start": 1304.68, "end": 1304.76, "word": " ..", "probability": 0.493408203125}, {"start": 1304.76, "end": 1305.46, "word": " إيش؟", "probability": 0.9517822265625}], "temperature": 1.0}, {"id": 59, "seek": 132730, "start": 1306.14, "end": 1327.3, "text": "ال objects المناسبة أو إيش البدائي اللي عندكم لبيئة دورة .. لبيئة دورة، هيقول ليه؟ هياخد من المعلومات المفيدة طب هو إيش الوظائف .. الوظائف بتاعتهم؟ طيب إيش ال .. ال stimulus response المناسب لهم؟ إيش .. إيش .. إيش .. يعني بياخدوا شوية معلومات ال environment اللي بيحبوا يشتغلوا فيها؟", "tokens": [6027, 6565, 9673, 8315, 35457, 3660, 34051, 11933, 1829, 8592, 29739, 3215, 16373, 1829, 13672, 1829, 43242, 24793, 5296, 21292, 19986, 3660, 11778, 13063, 3660, 4386, 5296, 21292, 19986, 3660, 11778, 13063, 3660, 12399, 39896, 39648, 32239, 3224, 22807, 39896, 47283, 3215, 9154, 9673, 30241, 20498, 9307, 9673, 5172, 25708, 3660, 23032, 3555, 31439, 11933, 1829, 8592, 2423, 2407, 19913, 16373, 5172, 4386, 2423, 2407, 19913, 16373, 5172, 39894, 995, 34268, 16095, 22807, 23032, 1829, 3555, 11933, 1829, 8592, 2423, 4386, 2423, 21366, 4134, 9673, 8315, 35457, 5296, 16095, 22807, 11933, 1829, 8592, 4386, 11933, 1829, 8592, 4386, 11933, 1829, 8592, 4386, 37495, 22653, 4724, 1829, 47283, 3215, 14407, 13412, 2407, 10632, 20449, 1211, 20498, 9307, 2423, 2823, 13672, 1829, 4724, 1829, 5016, 3555, 14407, 7251, 8592, 2655, 17082, 1211, 14407, 8978, 11296, 22807], "avg_logprob": -0.11979166931576199, "compression_ratio": 1.9183673469387754, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1306.14, "end": 1306.36, "word": "ال", "probability": 0.953125}, {"start": 1306.36, "end": 1306.8, "word": " objects", "probability": 0.93017578125}, {"start": 1306.8, "end": 1307.46, "word": " المناسبة", "probability": 0.98681640625}, {"start": 1307.46, "end": 1307.66, "word": " أو", "probability": 0.53662109375}, {"start": 1307.66, "end": 1307.84, "word": " إيش", "probability": 0.7696940104166666}, {"start": 1307.84, "end": 1308.64, "word": " البدائي", "probability": 0.7208251953125}, {"start": 1308.64, "end": 1308.72, "word": " اللي", "probability": 0.92822265625}, {"start": 1308.72, "end": 1309.22, "word": " عندكم", "probability": 0.98876953125}, {"start": 1309.22, "end": 1310.32, "word": " لبيئة", "probability": 0.9874267578125}, {"start": 1310.32, "end": 1311.12, "word": " دورة", "probability": 0.9905598958333334}, {"start": 1311.12, "end": 1311.74, "word": " ..", "probability": 0.7529296875}, {"start": 1311.74, "end": 1312.1, "word": " لبيئة", "probability": 0.9852294921875}, {"start": 1312.1, "end": 1312.9, "word": " دورة،", "probability": 0.82965087890625}, {"start": 1312.9, "end": 1313.2, "word": " هيقول", "probability": 0.882568359375}, {"start": 1313.2, "end": 1313.54, "word": " ليه؟", "probability": 0.9640299479166666}, {"start": 1313.54, "end": 1313.92, "word": " هياخد", "probability": 0.9645182291666666}, {"start": 1313.92, "end": 1314.04, "word": " من", "probability": 0.98681640625}, {"start": 1314.04, "end": 1314.58, "word": " المعلومات", "probability": 0.8411865234375}, {"start": 1314.58, "end": 1315.18, "word": " المفيدة", "probability": 0.8966064453125}, {"start": 1315.18, "end": 1315.6, "word": " طب", "probability": 0.64599609375}, {"start": 1315.6, "end": 1315.76, "word": " هو", "probability": 0.87548828125}, {"start": 1315.76, "end": 1315.94, "word": " إيش", "probability": 0.9773763020833334}, {"start": 1315.94, "end": 1316.36, "word": " الوظائف", "probability": 0.832958984375}, {"start": 1316.36, "end": 1316.36, "word": " ..", "probability": 0.677734375}, {"start": 1316.36, "end": 1316.8, "word": " الوظائف", "probability": 0.95458984375}, {"start": 1316.8, "end": 1318.1, "word": " بتاعتهم؟", "probability": 0.87744140625}, {"start": 1318.1, "end": 1318.34, "word": " طيب", "probability": 0.97021484375}, {"start": 1318.34, "end": 1318.8, "word": " إيش", "probability": 0.9417317708333334}, {"start": 1318.8, "end": 1319.1, "word": " ال", "probability": 0.91552734375}, {"start": 1319.1, "end": 1319.58, "word": " ..", "probability": 0.89013671875}, {"start": 1319.58, "end": 1321.08, "word": " ال", "probability": 0.95751953125}, {"start": 1321.08, "end": 1321.78, "word": " stimulus", "probability": 0.6201171875}, {"start": 1321.78, "end": 1322.5, "word": " response", "probability": 0.95458984375}, {"start": 1322.5, "end": 1323.04, "word": " المناسب", "probability": 0.9860026041666666}, {"start": 1323.04, "end": 1323.46, "word": " لهم؟", "probability": 0.8878580729166666}, {"start": 1323.46, "end": 1323.64, "word": " إيش", "probability": 0.9690755208333334}, {"start": 1323.64, "end": 1323.68, "word": " ..", "probability": 0.57958984375}, {"start": 1323.68, "end": 1323.86, "word": " إيش", "probability": 0.9895833333333334}, {"start": 1323.86, "end": 1323.92, "word": " ..", "probability": 0.98779296875}, {"start": 1323.92, "end": 1324.24, "word": " إيش", "probability": 0.9889322916666666}, {"start": 1324.24, "end": 1324.3, "word": " ..", "probability": 0.4326171875}, {"start": 1324.3, "end": 1324.42, "word": " يعني", "probability": 0.925537109375}, {"start": 1324.42, "end": 1324.78, "word": " بياخدوا", "probability": 0.9888671875}, {"start": 1324.78, "end": 1324.98, "word": " شوية", "probability": 0.9357096354166666}, {"start": 1324.98, "end": 1325.24, "word": " معلومات", "probability": 0.8973388671875}, {"start": 1325.24, "end": 1325.36, "word": " ال", "probability": 0.44091796875}, {"start": 1325.36, "end": 1325.72, "word": " environment", "probability": 0.96630859375}, {"start": 1325.72, "end": 1325.94, "word": " اللي", "probability": 0.991455078125}, {"start": 1325.94, "end": 1326.24, "word": " بيحبوا", "probability": 0.96240234375}, {"start": 1326.24, "end": 1326.6, "word": " يشتغلوا", "probability": 0.991943359375}, {"start": 1326.6, "end": 1327.3, "word": " فيها؟", "probability": 0.9812825520833334}], "temperature": 1.0}, {"id": 60, "seek": 135463, "start": 1327.55, "end": 1354.63, "text": "أنتوا في طبيعة شغلكوا كيف تتعاملوا مع ال .. مع ال response؟ يعني هم كيف بيردوا عليك؟ هل من خلال تقارير ولا من خلال oral conversation ولا إيش بالظبط؟ فبناء على ذلك هقولهم في الآخر لأ أنا والله المركز تبعي فيه عندي مجال أنه أوفركوا workshops أو أوفركوا lecture، tutorial أو video cassette اللي هي ممكن تكون عبارة عن .. حتى CD مثلا", "tokens": [10721, 29399, 14407, 8978, 23032, 21292, 27884, 13412, 17082, 23275, 14407, 9122, 33911, 6055, 2655, 3615, 10943, 1211, 14407, 20449, 2423, 4386, 20449, 2423, 4134, 22807, 37495, 22653, 8032, 2304, 9122, 33911, 4724, 13546, 3215, 14407, 25894, 4117, 22807, 8032, 1211, 9154, 16490, 1211, 6027, 6055, 4587, 9640, 13546, 49429, 9154, 16490, 1211, 6027, 19338, 3761, 49429, 11933, 1829, 8592, 20666, 19913, 3555, 9566, 22807, 6156, 3555, 1863, 16606, 15844, 29910, 23275, 8032, 39648, 16095, 8978, 6024, 95, 34740, 5296, 10721, 41850, 16070, 43761, 9673, 31747, 11622, 6055, 3555, 3615, 1829, 8978, 3224, 18871, 16254, 3714, 7435, 6027, 14739, 3224, 34051, 5172, 31747, 14407, 19162, 34051, 34051, 5172, 31747, 14407, 7991, 12399, 7073, 34051, 960, 40514, 13672, 1829, 39896, 3714, 43020, 6055, 30544, 6225, 3555, 9640, 3660, 18871, 4386, 11331, 49975, 6743, 50113, 15040], "avg_logprob": -0.11342592371834649, "compression_ratio": 1.7055016181229774, "no_speech_prob": 0.0, "words": [{"start": 1327.55, "end": 1327.91, "word": "أنتوا", "probability": 0.7742513020833334}, {"start": 1327.91, "end": 1327.99, "word": " في", "probability": 0.77099609375}, {"start": 1327.99, "end": 1328.21, "word": " طبيعة", "probability": 0.9474283854166666}, {"start": 1328.21, "end": 1328.71, "word": " شغلكوا", "probability": 0.989013671875}, {"start": 1328.71, "end": 1329.23, "word": " كيف", "probability": 0.7900390625}, {"start": 1329.23, "end": 1329.67, "word": " تتعاملوا", "probability": 0.955322265625}, {"start": 1329.67, "end": 1329.83, "word": " مع", "probability": 0.994140625}, {"start": 1329.83, "end": 1330.17, "word": " ال", "probability": 0.99560546875}, {"start": 1330.17, "end": 1330.87, "word": " ..", "probability": 0.82275390625}, {"start": 1330.87, "end": 1331.17, "word": " مع", "probability": 0.92529296875}, {"start": 1331.17, "end": 1331.39, "word": " ال", "probability": 0.9951171875}, {"start": 1331.39, "end": 1332.25, "word": " response؟", "probability": 0.647705078125}, {"start": 1332.25, "end": 1332.31, "word": " يعني", "probability": 0.95458984375}, {"start": 1332.31, "end": 1332.47, "word": " هم", "probability": 0.951416015625}, {"start": 1332.47, "end": 1332.69, "word": " كيف", "probability": 0.965087890625}, {"start": 1332.69, "end": 1333.03, "word": " بيردوا", "probability": 0.9818115234375}, {"start": 1333.03, "end": 1334.17, "word": " عليك؟", "probability": 0.94677734375}, {"start": 1334.17, "end": 1334.33, "word": " هل", "probability": 0.978759765625}, {"start": 1334.33, "end": 1334.45, "word": " من", "probability": 0.9990234375}, {"start": 1334.45, "end": 1334.67, "word": " خلال", "probability": 0.99658203125}, {"start": 1334.67, "end": 1335.19, "word": " تقارير", "probability": 0.983154296875}, {"start": 1335.19, "end": 1335.45, "word": " ولا", "probability": 0.50732421875}, {"start": 1335.45, "end": 1335.59, "word": " من", "probability": 0.99609375}, {"start": 1335.59, "end": 1335.87, "word": " خلال", "probability": 0.9920247395833334}, {"start": 1335.87, "end": 1336.53, "word": " oral", "probability": 0.97900390625}, {"start": 1336.53, "end": 1337.37, "word": " conversation", "probability": 0.93798828125}, {"start": 1337.37, "end": 1337.63, "word": " ولا", "probability": 0.81494140625}, {"start": 1337.63, "end": 1337.83, "word": " إيش", "probability": 0.8291015625}, {"start": 1337.83, "end": 1338.75, "word": " بالظبط؟", "probability": 0.9259765625}, {"start": 1338.75, "end": 1339.45, "word": " فبناء", "probability": 0.9476318359375}, {"start": 1339.45, "end": 1339.67, "word": " على", "probability": 0.72265625}, {"start": 1339.67, "end": 1339.95, "word": " ذلك", "probability": 0.99169921875}, {"start": 1339.95, "end": 1340.31, "word": " هقولهم", "probability": 0.8429361979166666}, {"start": 1340.31, "end": 1340.45, "word": " في", "probability": 0.96337890625}, {"start": 1340.45, "end": 1340.81, "word": " الآخر", "probability": 0.9710286458333334}, {"start": 1340.81, "end": 1341.13, "word": " لأ", "probability": 0.937255859375}, {"start": 1341.13, "end": 1341.27, "word": " أنا", "probability": 0.7763671875}, {"start": 1341.27, "end": 1341.51, "word": " والله", "probability": 0.87646484375}, {"start": 1341.51, "end": 1341.93, "word": " المركز", "probability": 0.9264322916666666}, {"start": 1341.93, "end": 1342.35, "word": " تبعي", "probability": 0.97412109375}, {"start": 1342.35, "end": 1342.83, "word": " فيه", "probability": 0.87109375}, {"start": 1342.83, "end": 1342.99, "word": " عندي", "probability": 0.920166015625}, {"start": 1342.99, "end": 1343.29, "word": " مجال", "probability": 0.9983723958333334}, {"start": 1343.29, "end": 1343.75, "word": " أنه", "probability": 0.7086181640625}, {"start": 1343.75, "end": 1344.71, "word": " أوفركوا", "probability": 0.78759765625}, {"start": 1344.71, "end": 1345.65, "word": " workshops", "probability": 0.90185546875}, {"start": 1345.65, "end": 1347.35, "word": " أو", "probability": 0.9482421875}, {"start": 1347.35, "end": 1347.91, "word": " أوفركوا", "probability": 0.96142578125}, {"start": 1347.91, "end": 1348.45, "word": " lecture،", "probability": 0.58538818359375}, {"start": 1348.45, "end": 1348.89, "word": " tutorial", "probability": 0.93701171875}, {"start": 1348.89, "end": 1349.67, "word": " أو", "probability": 0.89208984375}, {"start": 1349.67, "end": 1350.19, "word": " video", "probability": 0.83935546875}, {"start": 1350.19, "end": 1350.63, "word": " cassette", "probability": 0.82275390625}, {"start": 1350.63, "end": 1351.61, "word": " اللي", "probability": 0.943359375}, {"start": 1351.61, "end": 1351.77, "word": " هي", "probability": 0.92431640625}, {"start": 1351.77, "end": 1352.01, "word": " ممكن", "probability": 0.983154296875}, {"start": 1352.01, "end": 1352.27, "word": " تكون", "probability": 0.96337890625}, {"start": 1352.27, "end": 1352.51, "word": " عبارة", "probability": 0.9837646484375}, {"start": 1352.51, "end": 1352.69, "word": " عن", "probability": 0.97119140625}, {"start": 1352.69, "end": 1352.81, "word": " ..", "probability": 0.72314453125}, {"start": 1352.81, "end": 1353.35, "word": " حتى", "probability": 0.84814453125}, {"start": 1353.35, "end": 1354.25, "word": " CD", "probability": 0.6298828125}, {"start": 1354.25, "end": 1354.63, "word": " مثلا", "probability": 0.98291015625}], "temperature": 1.0}, {"id": 61, "seek": 138054, "start": 1355.58, "end": 1380.54, "text": "بتشمل ال CDs كل ال .. ال multimedia و ممكن تكون عبارة عن role play .. play exercise اللي هي تدريب تبادل الأدوار اللي زي ما قلنا فيه عادة فيه شغل ال .. ال conversation في اللغة الإنجليزية أو في اللغات عموما .. في اللغات عموما تمام طيب ناخد dialogue اللي هو نبدأ نشوف كيف بده يتعامل معاه", "tokens": [3555, 2655, 8592, 42213, 2423, 45257, 28242, 2423, 4386, 2423, 49202, 4032, 3714, 43020, 6055, 30544, 6225, 3555, 9640, 3660, 18871, 3090, 862, 4386, 862, 5380, 13672, 1829, 39896, 6055, 3215, 16572, 3555, 6055, 3555, 18513, 1211, 16247, 3215, 2407, 9640, 13672, 1829, 30767, 1829, 19446, 12174, 1211, 8315, 8978, 3224, 6225, 18513, 3660, 8978, 3224, 13412, 17082, 1211, 2423, 4386, 2423, 3761, 8978, 13672, 17082, 3660, 33688, 1863, 7435, 20292, 11622, 10632, 34051, 8978, 13672, 17082, 9307, 6225, 2304, 2407, 15042, 4386, 8978, 13672, 17082, 9307, 6225, 2304, 2407, 15042, 46811, 10943, 23032, 1829, 3555, 8717, 47283, 3215, 10221, 13672, 1829, 31439, 8717, 44510, 10721, 8717, 8592, 38688, 9122, 33911, 47525, 3224, 7251, 2655, 3615, 10943, 1211, 20449, 40294], "avg_logprob": -0.12138429998366301, "compression_ratio": 1.779527559055118, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 1355.58, "end": 1356.24, "word": "بتشمل", "probability": 0.89013671875}, {"start": 1356.24, "end": 1356.38, "word": " ال", "probability": 0.9443359375}, {"start": 1356.38, "end": 1356.66, "word": " CDs", "probability": 0.72265625}, {"start": 1356.66, "end": 1356.96, "word": " كل", "probability": 0.5224609375}, {"start": 1356.96, "end": 1357.24, "word": " ال", "probability": 0.9091796875}, {"start": 1357.24, "end": 1357.24, "word": " ..", "probability": 0.50439453125}, {"start": 1357.24, "end": 1358.1, "word": " ال", "probability": 0.900390625}, {"start": 1358.1, "end": 1359.36, "word": " multimedia", "probability": 0.31396484375}, {"start": 1359.36, "end": 1360.0, "word": " و", "probability": 0.9365234375}, {"start": 1360.0, "end": 1360.26, "word": " ممكن", "probability": 0.879150390625}, {"start": 1360.26, "end": 1360.66, "word": " تكون", "probability": 0.94921875}, {"start": 1360.66, "end": 1361.0, "word": " عبارة", "probability": 0.996826171875}, {"start": 1361.0, "end": 1361.2, "word": " عن", "probability": 0.99169921875}, {"start": 1361.2, "end": 1361.46, "word": " role", "probability": 0.8662109375}, {"start": 1361.46, "end": 1361.88, "word": " play", "probability": 0.72314453125}, {"start": 1361.88, "end": 1361.94, "word": " ..", "probability": 0.59521484375}, {"start": 1361.94, "end": 1362.46, "word": " play", "probability": 0.9013671875}, {"start": 1362.46, "end": 1363.44, "word": " exercise", "probability": 0.84619140625}, {"start": 1363.44, "end": 1363.92, "word": " اللي", "probability": 0.956787109375}, {"start": 1363.92, "end": 1364.2, "word": " هي", "probability": 0.95849609375}, {"start": 1364.2, "end": 1365.68, "word": " تدريب", "probability": 0.9820556640625}, {"start": 1365.68, "end": 1366.0, "word": " تبادل", "probability": 0.8402099609375}, {"start": 1366.0, "end": 1366.54, "word": " الأدوار", "probability": 0.96142578125}, {"start": 1366.54, "end": 1367.52, "word": " اللي", "probability": 0.95263671875}, {"start": 1367.52, "end": 1367.66, "word": " زي", "probability": 0.95263671875}, {"start": 1367.66, "end": 1367.74, "word": " ما", "probability": 0.98046875}, {"start": 1367.74, "end": 1367.96, "word": " قلنا", "probability": 0.8531901041666666}, {"start": 1367.96, "end": 1368.18, "word": " فيه", "probability": 0.951171875}, {"start": 1368.18, "end": 1368.52, "word": " عادة", "probability": 0.99169921875}, {"start": 1368.52, "end": 1369.02, "word": " فيه", "probability": 0.825927734375}, {"start": 1369.02, "end": 1369.52, "word": " شغل", "probability": 0.9298502604166666}, {"start": 1369.52, "end": 1369.8, "word": " ال", "probability": 0.99267578125}, {"start": 1369.8, "end": 1370.52, "word": " ..", "probability": 0.89404296875}, {"start": 1370.52, "end": 1371.32, "word": " ال", "probability": 0.9794921875}, {"start": 1371.32, "end": 1371.8, "word": " conversation", "probability": 0.90869140625}, {"start": 1371.8, "end": 1372.1, "word": " في", "probability": 0.9482421875}, {"start": 1372.1, "end": 1372.28, "word": " اللغة", "probability": 0.9969075520833334}, {"start": 1372.28, "end": 1372.68, "word": " الإنجليزية", "probability": 0.9058430989583334}, {"start": 1372.68, "end": 1372.8, "word": " أو", "probability": 0.82861328125}, {"start": 1372.8, "end": 1372.9, "word": " في", "probability": 0.9736328125}, {"start": 1372.9, "end": 1373.42, "word": " اللغات", "probability": 0.8714192708333334}, {"start": 1373.42, "end": 1373.78, "word": " عموما", "probability": 0.9619140625}, {"start": 1373.78, "end": 1373.88, "word": " ..", "probability": 0.55419921875}, {"start": 1373.88, "end": 1373.98, "word": " في", "probability": 0.89306640625}, {"start": 1373.98, "end": 1374.3, "word": " اللغات", "probability": 0.9964192708333334}, {"start": 1374.3, "end": 1374.7, "word": " عموما", "probability": 0.9842529296875}, {"start": 1374.7, "end": 1375.38, "word": " تمام", "probability": 0.80224609375}, {"start": 1375.38, "end": 1376.04, "word": " طيب", "probability": 0.7794596354166666}, {"start": 1376.04, "end": 1376.34, "word": " ناخد", "probability": 0.94580078125}, {"start": 1376.34, "end": 1376.8, "word": " dialogue", "probability": 0.3779296875}, {"start": 1376.8, "end": 1377.32, "word": " اللي", "probability": 0.984619140625}, {"start": 1377.32, "end": 1377.64, "word": " هو", "probability": 0.9931640625}, {"start": 1377.64, "end": 1378.52, "word": " نبدأ", "probability": 0.9791666666666666}, {"start": 1378.52, "end": 1379.2, "word": " نشوف", "probability": 0.9388020833333334}, {"start": 1379.2, "end": 1379.4, "word": " كيف", "probability": 0.967529296875}, {"start": 1379.4, "end": 1379.62, "word": " بده", "probability": 0.81298828125}, {"start": 1379.62, "end": 1380.04, "word": " يتعامل", "probability": 0.99072265625}, {"start": 1380.04, "end": 1380.54, "word": " معاه", "probability": 0.841064453125}], "temperature": 1.0}, {"id": 62, "seek": 140178, "start": 1381.62, "end": 1401.78, "text": "الناس كيف بتتعاملوا مع ال expert system هذا أول سؤال هيكون ظهر لنا، هنعمله on لل expert system، هطلع لنا سؤال يسألنا عن ال environment اللي هي ال facts، هيبدأ يلمل مني مجموعة ال facts، مجموعة ال facts المطلوبة، مجموعة ال facts اللي هي مش conclusion ل other rule", "tokens": [6027, 8315, 3794, 9122, 33911, 39894, 2655, 3615, 10943, 1211, 14407, 20449, 2423, 5844, 1185, 23758, 5551, 12610, 8608, 33604, 6027, 39896, 30544, 1357, 116, 3224, 2288, 5296, 8315, 12399, 8032, 1863, 25957, 43761, 322, 24976, 5844, 1185, 12399, 8032, 9566, 1211, 3615, 5296, 8315, 8608, 33604, 6027, 7251, 3794, 10721, 1211, 8315, 18871, 2423, 2823, 13672, 1829, 39896, 2423, 9130, 12399, 39896, 44510, 10721, 7251, 19528, 1211, 9154, 1829, 3714, 7435, 2304, 2407, 27884, 2423, 9130, 12399, 3714, 7435, 2304, 2407, 27884, 2423, 9130, 9673, 9566, 1211, 37746, 3660, 12399, 3714, 7435, 2304, 2407, 27884, 2423, 9130, 13672, 1829, 39896, 37893, 10063, 5296, 661, 4978], "avg_logprob": -0.16413550677700578, "compression_ratio": 1.8341013824884793, "no_speech_prob": 7.510185241699219e-06, "words": [{"start": 1381.62, "end": 1382.34, "word": "الناس", "probability": 0.9869791666666666}, {"start": 1382.34, "end": 1382.48, "word": " كيف", "probability": 0.91162109375}, {"start": 1382.48, "end": 1382.94, "word": " بتتعاملوا", "probability": 0.749755859375}, {"start": 1382.94, "end": 1383.08, "word": " مع", "probability": 0.9716796875}, {"start": 1383.08, "end": 1383.32, "word": " ال", "probability": 0.92822265625}, {"start": 1383.32, "end": 1383.58, "word": " expert", "probability": 0.51220703125}, {"start": 1383.58, "end": 1383.94, "word": " system", "probability": 0.95654296875}, {"start": 1383.94, "end": 1384.16, "word": " هذا", "probability": 0.798828125}, {"start": 1384.16, "end": 1384.7, "word": " أول", "probability": 0.701171875}, {"start": 1384.7, "end": 1384.98, "word": " سؤال", "probability": 0.9959309895833334}, {"start": 1384.98, "end": 1385.42, "word": " هيكون", "probability": 0.804931640625}, {"start": 1385.42, "end": 1386.18, "word": " ظهر", "probability": 0.84881591796875}, {"start": 1386.18, "end": 1386.5, "word": " لنا،", "probability": 0.6351725260416666}, {"start": 1386.5, "end": 1386.92, "word": " هنعمله", "probability": 0.857666015625}, {"start": 1386.92, "end": 1387.2, "word": " on", "probability": 0.8828125}, {"start": 1387.2, "end": 1387.82, "word": " لل", "probability": 0.76611328125}, {"start": 1387.82, "end": 1388.08, "word": " expert", "probability": 0.8056640625}, {"start": 1388.08, "end": 1388.78, "word": " system،", "probability": 0.826171875}, {"start": 1388.78, "end": 1389.2, "word": " هطلع", "probability": 0.638916015625}, {"start": 1389.2, "end": 1389.4, "word": " لنا", "probability": 0.764892578125}, {"start": 1389.4, "end": 1389.7, "word": " سؤال", "probability": 0.9928385416666666}, {"start": 1389.7, "end": 1390.32, "word": " يسألنا", "probability": 0.94775390625}, {"start": 1390.32, "end": 1390.44, "word": " عن", "probability": 0.9951171875}, {"start": 1390.44, "end": 1390.54, "word": " ال", "probability": 0.9638671875}, {"start": 1390.54, "end": 1391.0, "word": " environment", "probability": 0.9384765625}, {"start": 1391.0, "end": 1391.64, "word": " اللي", "probability": 0.7783203125}, {"start": 1391.64, "end": 1391.92, "word": " هي", "probability": 0.91845703125}, {"start": 1391.92, "end": 1392.38, "word": " ال", "probability": 0.8818359375}, {"start": 1392.38, "end": 1392.92, "word": " facts،", "probability": 0.89013671875}, {"start": 1392.92, "end": 1393.2, "word": " هيبدأ", "probability": 0.8987630208333334}, {"start": 1393.2, "end": 1393.48, "word": " يلمل", "probability": 0.7704264322916666}, {"start": 1393.48, "end": 1393.74, "word": " مني", "probability": 0.901123046875}, {"start": 1393.74, "end": 1394.02, "word": " مجموعة", "probability": 0.9685546875}, {"start": 1394.02, "end": 1394.18, "word": " ال", "probability": 0.8994140625}, {"start": 1394.18, "end": 1395.12, "word": " facts،", "probability": 0.84619140625}, {"start": 1395.12, "end": 1395.52, "word": " مجموعة", "probability": 0.96650390625}, {"start": 1395.52, "end": 1395.68, "word": " ال", "probability": 0.9375}, {"start": 1395.68, "end": 1395.88, "word": " facts", "probability": 0.984375}, {"start": 1395.88, "end": 1396.76, "word": " المطلوبة،", "probability": 0.9757486979166666}, {"start": 1396.76, "end": 1397.1, "word": " مجموعة", "probability": 0.9833984375}, {"start": 1397.1, "end": 1397.26, "word": " ال", "probability": 0.9716796875}, {"start": 1397.26, "end": 1397.68, "word": " facts", "probability": 0.9765625}, {"start": 1397.68, "end": 1398.4, "word": " اللي", "probability": 0.931396484375}, {"start": 1398.4, "end": 1399.08, "word": " هي", "probability": 0.94873046875}, {"start": 1399.08, "end": 1399.32, "word": " مش", "probability": 0.97314453125}, {"start": 1399.32, "end": 1400.08, "word": " conclusion", "probability": 0.95751953125}, {"start": 1400.08, "end": 1400.9, "word": " ل", "probability": 0.92724609375}, {"start": 1400.9, "end": 1401.4, "word": " other", "probability": 0.65283203125}, {"start": 1401.4, "end": 1401.78, "word": " rule", "probability": 0.8427734375}], "temperature": 1.0}, {"id": 63, "seek": 142498, "start": 1402.8, "end": 1424.98, "text": "فبالظبط فمعنى ذلك أن هذه ال database الأصلية اللي لازم أسأل عنها أما إذا كان في fact لكن أنا بقدر أحصل عليها أو بستطيع أحصل عليها من خلال rule تانية، بسألش عنها كل اللي بقلبه أنه بدي أحقق ال rule التانية و بشوف إيش ال inputs عن ال rule التانية ففي الآخر بدنا نصل لل independent values تبعتنا", "tokens": [5172, 3555, 6027, 19913, 3555, 9566, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 14739, 29538, 2423, 8149, 16247, 36520, 10632, 13672, 1829, 5296, 31377, 2304, 5551, 3794, 10721, 1211, 18871, 11296, 5551, 15042, 11933, 15730, 25961, 8978, 1186, 44381, 41850, 4724, 28543, 2288, 5551, 5016, 36520, 25894, 11296, 34051, 4724, 14851, 9566, 40228, 5551, 5016, 36520, 25894, 11296, 9154, 16490, 1211, 6027, 4978, 6055, 7649, 10632, 12399, 4724, 3794, 10721, 1211, 8592, 18871, 11296, 28242, 13672, 1829, 4724, 4587, 46152, 3224, 14739, 3224, 4724, 16254, 5551, 5016, 4587, 4587, 2423, 4978, 16712, 7649, 10632, 4032, 4724, 8592, 38688, 11933, 1829, 8592, 2423, 15743, 18871, 2423, 4978, 16712, 7649, 10632, 6156, 41185, 6024, 95, 34740, 47525, 8315, 8717, 36520, 24976, 6695, 4190, 6055, 3555, 34268, 8315], "avg_logprob": -0.16121031154715826, "compression_ratio": 1.8455598455598456, "no_speech_prob": 6.556510925292969e-07, "words": [{"start": 1402.8000000000002, "end": 1403.4, "word": "فبالظبط", "probability": 0.9046223958333334}, {"start": 1403.4, "end": 1403.74, "word": " فمعنى", "probability": 0.778759765625}, {"start": 1403.74, "end": 1403.98, "word": " ذلك", "probability": 0.965087890625}, {"start": 1403.98, "end": 1404.18, "word": " أن", "probability": 0.47998046875}, {"start": 1404.18, "end": 1404.46, "word": " هذه", "probability": 0.75439453125}, {"start": 1404.46, "end": 1404.68, "word": " ال", "probability": 0.45458984375}, {"start": 1404.68, "end": 1404.96, "word": " database", "probability": 0.73291015625}, {"start": 1404.96, "end": 1405.54, "word": " الأصلية", "probability": 0.794921875}, {"start": 1405.54, "end": 1405.66, "word": " اللي", "probability": 0.921630859375}, {"start": 1405.66, "end": 1405.96, "word": " لازم", "probability": 0.9853515625}, {"start": 1405.96, "end": 1406.26, "word": " أسأل", "probability": 0.90869140625}, {"start": 1406.26, "end": 1406.52, "word": " عنها", "probability": 0.9951171875}, {"start": 1406.52, "end": 1406.98, "word": " أما", "probability": 0.92041015625}, {"start": 1406.98, "end": 1407.18, "word": " إذا", "probability": 0.9462890625}, {"start": 1407.18, "end": 1407.44, "word": " كان", "probability": 0.98974609375}, {"start": 1407.44, "end": 1407.66, "word": " في", "probability": 0.95166015625}, {"start": 1407.66, "end": 1408.6, "word": " fact", "probability": 0.7744140625}, {"start": 1408.6, "end": 1408.92, "word": " لكن", "probability": 0.8642578125}, {"start": 1408.92, "end": 1409.24, "word": " أنا", "probability": 0.82275390625}, {"start": 1409.24, "end": 1410.2, "word": " بقدر", "probability": 0.8343098958333334}, {"start": 1410.2, "end": 1410.58, "word": " أحصل", "probability": 0.953125}, {"start": 1410.58, "end": 1410.88, "word": " عليها", "probability": 0.9873046875}, {"start": 1410.88, "end": 1410.96, "word": " أو", "probability": 0.58447265625}, {"start": 1410.96, "end": 1411.28, "word": " بستطيع", "probability": 0.863525390625}, {"start": 1411.28, "end": 1411.52, "word": " أحصل", "probability": 0.9568684895833334}, {"start": 1411.52, "end": 1411.88, "word": " عليها", "probability": 0.993408203125}, {"start": 1411.88, "end": 1412.24, "word": " من", "probability": 0.99658203125}, {"start": 1412.24, "end": 1412.8, "word": " خلال", "probability": 0.9954427083333334}, {"start": 1412.8, "end": 1413.38, "word": " rule", "probability": 0.75244140625}, {"start": 1413.38, "end": 1414.06, "word": " تانية،", "probability": 0.83905029296875}, {"start": 1414.06, "end": 1414.52, "word": " بسألش", "probability": 0.91240234375}, {"start": 1414.52, "end": 1414.84, "word": " عنها", "probability": 0.996826171875}, {"start": 1414.84, "end": 1415.74, "word": " كل", "probability": 0.603515625}, {"start": 1415.74, "end": 1415.88, "word": " اللي", "probability": 0.988525390625}, {"start": 1415.88, "end": 1416.36, "word": " بقلبه", "probability": 0.790130615234375}, {"start": 1416.36, "end": 1416.62, "word": " أنه", "probability": 0.621826171875}, {"start": 1416.62, "end": 1416.8, "word": " بدي", "probability": 0.8818359375}, {"start": 1416.8, "end": 1417.2, "word": " أحقق", "probability": 0.936279296875}, {"start": 1417.2, "end": 1417.32, "word": " ال", "probability": 0.99365234375}, {"start": 1417.32, "end": 1417.48, "word": " rule", "probability": 0.919921875}, {"start": 1417.48, "end": 1418.0, "word": " التانية", "probability": 0.9757486979166666}, {"start": 1418.0, "end": 1418.14, "word": " و", "probability": 0.6259765625}, {"start": 1418.14, "end": 1418.36, "word": " بشوف", "probability": 0.9720052083333334}, {"start": 1418.36, "end": 1418.5, "word": " إيش", "probability": 0.8663736979166666}, {"start": 1418.5, "end": 1418.6, "word": " ال", "probability": 0.97314453125}, {"start": 1418.6, "end": 1418.86, "word": " inputs", "probability": 0.415771484375}, {"start": 1418.86, "end": 1419.06, "word": " عن", "probability": 0.4970703125}, {"start": 1419.06, "end": 1419.14, "word": " ال", "probability": 0.982421875}, {"start": 1419.14, "end": 1419.28, "word": " rule", "probability": 0.88134765625}, {"start": 1419.28, "end": 1419.66, "word": " التانية", "probability": 0.986328125}, {"start": 1419.66, "end": 1420.12, "word": " ففي", "probability": 0.83203125}, {"start": 1420.12, "end": 1420.46, "word": " الآخر", "probability": 0.9412434895833334}, {"start": 1420.46, "end": 1420.7, "word": " بدنا", "probability": 0.796630859375}, {"start": 1420.7, "end": 1420.98, "word": " نصل", "probability": 0.978271484375}, {"start": 1420.98, "end": 1422.08, "word": " لل", "probability": 0.759765625}, {"start": 1422.08, "end": 1422.82, "word": " independent", "probability": 0.7861328125}, {"start": 1422.82, "end": 1424.48, "word": " values", "probability": 0.91796875}, {"start": 1424.48, "end": 1424.98, "word": " تبعتنا", "probability": 0.8428955078125}], "temperature": 1.0}, {"id": 64, "seek": 144829, "start": 1430.63, "end": 1448.29, "text": "بظبط اللي بدنا نعمله firing مدام هو أصلا بدنا نعمله firing بسألش عنه، عرفتي؟ بسألش عنه لأنه dependent، بعلم ال calculus اللي كنتوا بتاخدوها ده dependent، هو معتمد على إشي، فلأ أنا بدي أسأل عن ال independent بالشكل الأساسي، فال independent ال environment، ال environment كانت هي fact input", "tokens": [3555, 19913, 3555, 9566, 13672, 1829, 47525, 8315, 8717, 25957, 43761, 16045, 3714, 3215, 10943, 31439, 5551, 9381, 15040, 47525, 8315, 8717, 25957, 43761, 16045, 4724, 3794, 10721, 1211, 8592, 18871, 3224, 12399, 6225, 28480, 31371, 22807, 4724, 3794, 10721, 1211, 8592, 18871, 3224, 5296, 33456, 3224, 12334, 12399, 45030, 19528, 2423, 33400, 13672, 1829, 9122, 29399, 14407, 39894, 47283, 3215, 2407, 11296, 11778, 3224, 12334, 12399, 31439, 3714, 34268, 2304, 3215, 15844, 11933, 8592, 1829, 12399, 6156, 1211, 10721, 41850, 4724, 16254, 5551, 3794, 10721, 1211, 18871, 2423, 6695, 20666, 8592, 28820, 16247, 3794, 32277, 1829, 12399, 6156, 6027, 6695, 2423, 2823, 12399, 2423, 2823, 25961, 2655, 39896, 1186, 4846], "avg_logprob": -0.1470424153708986, "compression_ratio": 1.8595744680851063, "no_speech_prob": 2.682209014892578e-06, "words": [{"start": 1430.63, "end": 1431.17, "word": "بظبط", "probability": 0.846435546875}, {"start": 1431.17, "end": 1431.51, "word": " اللي", "probability": 0.9033203125}, {"start": 1431.51, "end": 1431.65, "word": " بدنا", "probability": 0.529541015625}, {"start": 1431.65, "end": 1431.89, "word": " نعمله", "probability": 0.7788899739583334}, {"start": 1431.89, "end": 1432.41, "word": " firing", "probability": 0.7734375}, {"start": 1432.41, "end": 1432.75, "word": " مدام", "probability": 0.6973470052083334}, {"start": 1432.75, "end": 1432.85, "word": " هو", "probability": 0.921875}, {"start": 1432.85, "end": 1433.11, "word": " أصلا", "probability": 0.8850911458333334}, {"start": 1433.11, "end": 1433.31, "word": " بدنا", "probability": 0.885986328125}, {"start": 1433.31, "end": 1433.63, "word": " نعمله", "probability": 0.9934895833333334}, {"start": 1433.63, "end": 1434.03, "word": " firing", "probability": 0.9638671875}, {"start": 1434.03, "end": 1434.43, "word": " بسألش", "probability": 0.79267578125}, {"start": 1434.43, "end": 1435.39, "word": " عنه،", "probability": 0.792724609375}, {"start": 1435.39, "end": 1436.07, "word": " عرفتي؟", "probability": 0.825927734375}, {"start": 1436.07, "end": 1436.51, "word": " بسألش", "probability": 0.97470703125}, {"start": 1436.51, "end": 1436.73, "word": " عنه", "probability": 0.99462890625}, {"start": 1436.73, "end": 1437.19, "word": " لأنه", "probability": 0.92431640625}, {"start": 1437.19, "end": 1439.07, "word": " dependent،", "probability": 0.7049560546875}, {"start": 1439.07, "end": 1439.45, "word": " بعلم", "probability": 0.795654296875}, {"start": 1439.45, "end": 1439.67, "word": " ال", "probability": 0.974609375}, {"start": 1439.67, "end": 1439.97, "word": " calculus", "probability": 0.97509765625}, {"start": 1439.97, "end": 1440.17, "word": " اللي", "probability": 0.968017578125}, {"start": 1440.17, "end": 1440.37, "word": " كنتوا", "probability": 0.978515625}, {"start": 1440.37, "end": 1440.73, "word": " بتاخدوها", "probability": 0.9728515625}, {"start": 1440.73, "end": 1440.85, "word": " ده", "probability": 0.8798828125}, {"start": 1440.85, "end": 1441.35, "word": " dependent،", "probability": 0.7880859375}, {"start": 1441.35, "end": 1441.43, "word": " هو", "probability": 0.986328125}, {"start": 1441.43, "end": 1441.81, "word": " معتمد", "probability": 0.8548583984375}, {"start": 1441.81, "end": 1441.97, "word": " على", "probability": 0.8408203125}, {"start": 1441.97, "end": 1442.55, "word": " إشي،", "probability": 0.837646484375}, {"start": 1442.55, "end": 1442.77, "word": " فلأ", "probability": 0.9864908854166666}, {"start": 1442.77, "end": 1442.91, "word": " أنا", "probability": 0.9189453125}, {"start": 1442.91, "end": 1443.11, "word": " بدي", "probability": 0.773681640625}, {"start": 1443.11, "end": 1443.39, "word": " أسأل", "probability": 0.9654541015625}, {"start": 1443.39, "end": 1443.49, "word": " عن", "probability": 0.7666015625}, {"start": 1443.49, "end": 1443.59, "word": " ال", "probability": 0.984375}, {"start": 1443.59, "end": 1444.03, "word": " independent", "probability": 0.865234375}, {"start": 1444.03, "end": 1444.45, "word": " بالشكل", "probability": 0.9329427083333334}, {"start": 1444.45, "end": 1445.17, "word": " الأساسي،", "probability": 0.94677734375}, {"start": 1445.17, "end": 1445.33, "word": " فال", "probability": 0.96728515625}, {"start": 1445.33, "end": 1445.57, "word": " independent", "probability": 0.8759765625}, {"start": 1445.57, "end": 1445.85, "word": " ال", "probability": 0.66552734375}, {"start": 1445.85, "end": 1446.47, "word": " environment،", "probability": 0.936279296875}, {"start": 1446.47, "end": 1446.55, "word": " ال", "probability": 0.9697265625}, {"start": 1446.55, "end": 1446.85, "word": " environment", "probability": 0.96630859375}, {"start": 1446.85, "end": 1447.21, "word": " كانت", "probability": 0.98779296875}, {"start": 1447.21, "end": 1447.41, "word": " هي", "probability": 0.88037109375}, {"start": 1447.41, "end": 1447.97, "word": " fact", "probability": 0.966796875}, {"start": 1447.97, "end": 1448.29, "word": " input", "probability": 0.771484375}], "temperature": 1.0}, {"id": 65, "seek": 147868, "start": 1449.56, "end": 1478.68, "text": "مش موجودة output لأي rule ف automatically إذا والله موجودة لحاله خير وبركة مش موجودة بدها تطلع .. بدها تطرق أعمالها firing من خلال output ل .. ل rule من ال rules فحنقول والله إيش ال environment والله ال environment اللي هي ال machines ال .. ال trainees عندي عادة في الشغل بتعاملوا مع ال machines مع الألات هذه هي البيئة العمل تاعتهم بيئة عملهم الألات فمع نذلك بجب أطلع الألات هذه وين موجودة ك input وجدت أنها موجودة في ال rule رقم تلاتة", "tokens": [2304, 8592, 3714, 29245, 23328, 3660, 5598, 5296, 10721, 1829, 4978, 6156, 6772, 11933, 15730, 16070, 43761, 3714, 29245, 23328, 3660, 5296, 5016, 6027, 3224, 16490, 13546, 4032, 26890, 4117, 3660, 37893, 3714, 29245, 23328, 3660, 47525, 11296, 6055, 9566, 1211, 3615, 4386, 47525, 11296, 6055, 9566, 2288, 4587, 5551, 25957, 6027, 11296, 16045, 9154, 16490, 1211, 6027, 5598, 5296, 4386, 5296, 4978, 9154, 2423, 4474, 6156, 5016, 1863, 39648, 16070, 43761, 11933, 1829, 8592, 2423, 2823, 16070, 43761, 2423, 2823, 13672, 1829, 39896, 2423, 8379, 2423, 4386, 2423, 41316, 18871, 16254, 6225, 18513, 3660, 8978, 25124, 17082, 1211, 39894, 3615, 10943, 1211, 14407, 20449, 2423, 8379, 20449, 16247, 1211, 9307, 29538, 39896, 2423, 21292, 19986, 3660, 18863, 42213, 6055, 995, 34268, 16095, 4724, 1829, 19986, 3660, 6225, 42213, 16095, 16247, 1211, 9307, 6156, 2304, 3615, 8717, 8848, 23275, 4724, 7435, 3555, 5551, 9566, 1211, 3615, 16247, 1211, 9307, 29538, 4032, 9957, 3714, 29245, 23328, 3660, 9122, 4846, 49610, 3215, 2655, 14739, 11296, 3714, 29245, 23328, 3660, 8978, 2423, 4978, 12602, 4587, 2304, 6055, 1211, 9307, 3660], "avg_logprob": -0.167749293232232, "compression_ratio": 2.054054054054054, "no_speech_prob": 5.185604095458984e-06, "words": [{"start": 1449.56, "end": 1449.86, "word": "مش", "probability": 0.921142578125}, {"start": 1449.86, "end": 1450.18, "word": " موجودة", "probability": 0.989013671875}, {"start": 1450.18, "end": 1450.42, "word": " output", "probability": 0.9853515625}, {"start": 1450.42, "end": 1450.9, "word": " لأي", "probability": 0.8629557291666666}, {"start": 1450.9, "end": 1451.32, "word": " rule", "probability": 0.8291015625}, {"start": 1451.32, "end": 1452.32, "word": " ف", "probability": 0.9091796875}, {"start": 1452.32, "end": 1452.74, "word": " automatically", "probability": 0.274658203125}, {"start": 1452.74, "end": 1452.94, "word": " إذا", "probability": 0.832763671875}, {"start": 1452.94, "end": 1453.16, "word": " والله", "probability": 0.734130859375}, {"start": 1453.16, "end": 1453.58, "word": " موجودة", "probability": 0.9840087890625}, {"start": 1453.58, "end": 1453.94, "word": " لحاله", "probability": 0.84881591796875}, {"start": 1453.94, "end": 1454.12, "word": " خير", "probability": 0.976318359375}, {"start": 1454.12, "end": 1454.44, "word": " وبركة", "probability": 0.901611328125}, {"start": 1454.44, "end": 1454.6, "word": " مش", "probability": 0.86474609375}, {"start": 1454.6, "end": 1455.1, "word": " موجودة", "probability": 0.990478515625}, {"start": 1455.1, "end": 1455.56, "word": " بدها", "probability": 0.494140625}, {"start": 1455.56, "end": 1455.86, "word": " تطلع", "probability": 0.6959228515625}, {"start": 1455.86, "end": 1455.96, "word": " ..", "probability": 0.6376953125}, {"start": 1455.96, "end": 1456.18, "word": " بدها", "probability": 0.8876953125}, {"start": 1456.18, "end": 1456.4, "word": " تطرق", "probability": 0.9014892578125}, {"start": 1456.4, "end": 1456.7, "word": " أعمالها", "probability": 0.80389404296875}, {"start": 1456.7, "end": 1457.04, "word": " firing", "probability": 0.92041015625}, {"start": 1457.04, "end": 1457.28, "word": " من", "probability": 0.99267578125}, {"start": 1457.28, "end": 1457.7, "word": " خلال", "probability": 0.9921875}, {"start": 1457.7, "end": 1458.44, "word": " output", "probability": 0.9873046875}, {"start": 1458.44, "end": 1458.72, "word": " ل", "probability": 0.845703125}, {"start": 1458.72, "end": 1459.34, "word": " ..", "probability": 0.91943359375}, {"start": 1459.34, "end": 1459.46, "word": " ل", "probability": 0.720703125}, {"start": 1459.46, "end": 1459.64, "word": " rule", "probability": 0.5712890625}, {"start": 1459.64, "end": 1459.76, "word": " من", "probability": 0.97021484375}, {"start": 1459.76, "end": 1459.88, "word": " ال", "probability": 0.98828125}, {"start": 1459.88, "end": 1460.1, "word": " rules", "probability": 0.8095703125}, {"start": 1460.1, "end": 1461.44, "word": " فحنقول", "probability": 0.927734375}, {"start": 1461.44, "end": 1461.68, "word": " والله", "probability": 0.9443359375}, {"start": 1461.68, "end": 1462.04, "word": " إيش", "probability": 0.8914388020833334}, {"start": 1462.04, "end": 1462.46, "word": " ال", "probability": 0.97265625}, {"start": 1462.46, "end": 1462.98, "word": " environment", "probability": 0.96337890625}, {"start": 1462.98, "end": 1463.52, "word": " والله", "probability": 0.83056640625}, {"start": 1463.52, "end": 1463.66, "word": " ال", "probability": 0.99169921875}, {"start": 1463.66, "end": 1463.98, "word": " environment", "probability": 0.951171875}, {"start": 1463.98, "end": 1464.18, "word": " اللي", "probability": 0.988037109375}, {"start": 1464.18, "end": 1464.28, "word": " هي", "probability": 0.90185546875}, {"start": 1464.28, "end": 1464.38, "word": " ال", "probability": 0.94970703125}, {"start": 1464.38, "end": 1464.74, "word": " machines", "probability": 0.96923828125}, {"start": 1464.74, "end": 1465.46, "word": " ال", "probability": 0.52001953125}, {"start": 1465.46, "end": 1465.46, "word": " ..", "probability": 0.7509765625}, {"start": 1465.46, "end": 1465.68, "word": " ال", "probability": 0.76123046875}, {"start": 1465.68, "end": 1465.96, "word": " trainees", "probability": 0.8759765625}, {"start": 1465.96, "end": 1466.3, "word": " عندي", "probability": 0.682861328125}, {"start": 1466.3, "end": 1466.7, "word": " عادة", "probability": 0.9908854166666666}, {"start": 1466.7, "end": 1466.84, "word": " في", "probability": 0.96728515625}, {"start": 1466.84, "end": 1467.12, "word": " الشغل", "probability": 0.9892578125}, {"start": 1467.12, "end": 1467.52, "word": " بتعاملوا", "probability": 0.931640625}, {"start": 1467.52, "end": 1467.62, "word": " مع", "probability": 0.99267578125}, {"start": 1467.62, "end": 1467.72, "word": " ال", "probability": 0.95947265625}, {"start": 1467.72, "end": 1468.02, "word": " machines", "probability": 0.98388671875}, {"start": 1468.02, "end": 1468.2, "word": " مع", "probability": 0.67626953125}, {"start": 1468.2, "end": 1468.58, "word": " الألات", "probability": 0.7731119791666666}, {"start": 1468.58, "end": 1469.2, "word": " هذه", "probability": 0.332763671875}, {"start": 1469.2, "end": 1469.36, "word": " هي", "probability": 0.94384765625}, {"start": 1469.36, "end": 1469.64, "word": " البيئة", "probability": 0.9410400390625}, {"start": 1469.64, "end": 1469.9, "word": " العمل", "probability": 0.933349609375}, {"start": 1469.9, "end": 1470.34, "word": " تاعتهم", "probability": 0.733154296875}, {"start": 1470.34, "end": 1470.9, "word": " بيئة", "probability": 0.843017578125}, {"start": 1470.9, "end": 1471.28, "word": " عملهم", "probability": 0.94482421875}, {"start": 1471.28, "end": 1471.82, "word": " الألات", "probability": 0.9397786458333334}, {"start": 1471.82, "end": 1472.32, "word": " فمع", "probability": 0.8291015625}, {"start": 1472.32, "end": 1472.58, "word": " نذلك", "probability": 0.6223958333333334}, {"start": 1472.58, "end": 1472.84, "word": " بجب", "probability": 0.7887369791666666}, {"start": 1472.84, "end": 1473.3, "word": " أطلع", "probability": 0.78350830078125}, {"start": 1473.3, "end": 1473.94, "word": " الألات", "probability": 0.9078776041666666}, {"start": 1473.94, "end": 1474.16, "word": " هذه", "probability": 0.6279296875}, {"start": 1474.16, "end": 1474.4, "word": " وين", "probability": 0.8466796875}, {"start": 1474.4, "end": 1474.78, "word": " موجودة", "probability": 0.98681640625}, {"start": 1474.78, "end": 1474.92, "word": " ك", "probability": 0.984375}, {"start": 1474.92, "end": 1475.26, "word": " input", "probability": 0.951171875}, {"start": 1475.26, "end": 1476.08, "word": " وجدت", "probability": 0.9449869791666666}, {"start": 1476.08, "end": 1476.32, "word": " أنها", "probability": 0.4541015625}, {"start": 1476.32, "end": 1476.88, "word": " موجودة", "probability": 0.98779296875}, {"start": 1476.88, "end": 1477.54, "word": " في", "probability": 0.98876953125}, {"start": 1477.54, "end": 1477.78, "word": " ال", "probability": 0.97802734375}, {"start": 1477.78, "end": 1477.92, "word": " rule", "probability": 0.91357421875}, {"start": 1477.92, "end": 1478.2, "word": " رقم", "probability": 0.9856770833333334}, {"start": 1478.2, "end": 1478.68, "word": " تلاتة", "probability": 0.915771484375}], "temperature": 1.0}, {"id": 66, "seek": 149983, "start": 1479.21, "end": 1499.83, "text": "the environment is machines طبعا or خلاص مش مشكلة هدول مش هيفرجوا معاه كتير يكفي واحدة تكون true فهي دي true فهي دي true ومدام true خلاص بعرف ان ال stimulus situation هي ال physical object بخزنها على جنب هدى صارت بدى استخدمها ك input ل rule أخرى", "tokens": [3322, 2823, 307, 8379, 23032, 3555, 3615, 995, 420, 16490, 1211, 33546, 37893, 37893, 28820, 3660, 8032, 3215, 12610, 37893, 39896, 5172, 47341, 14407, 20449, 40294, 9122, 2655, 13546, 7251, 4117, 41185, 36764, 24401, 3660, 6055, 30544, 2074, 6156, 3224, 1829, 11778, 1829, 2074, 6156, 3224, 1829, 11778, 1829, 2074, 4032, 2304, 3215, 10943, 2074, 16490, 1211, 33546, 45030, 28480, 16472, 2423, 21366, 2590, 39896, 2423, 4001, 2657, 4724, 9778, 11622, 1863, 11296, 15844, 10874, 1863, 3555, 8032, 3215, 7578, 20328, 9640, 2655, 47525, 7578, 44713, 9778, 40448, 11296, 9122, 4846, 5296, 4978, 5551, 34740, 7578], "avg_logprob": -0.18105669611508085, "compression_ratio": 1.5296610169491525, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 1479.21, "end": 1479.39, "word": "the", "probability": 0.365234375}, {"start": 1479.39, "end": 1479.97, "word": " environment", "probability": 0.92626953125}, {"start": 1479.97, "end": 1480.39, "word": " is", "probability": 0.95703125}, {"start": 1480.39, "end": 1481.11, "word": " machines", "probability": 0.86767578125}, {"start": 1481.11, "end": 1482.11, "word": " طبعا", "probability": 0.875}, {"start": 1482.11, "end": 1482.43, "word": " or", "probability": 0.74267578125}, {"start": 1482.43, "end": 1482.79, "word": " خلاص", "probability": 0.9855143229166666}, {"start": 1482.79, "end": 1482.95, "word": " مش", "probability": 0.97607421875}, {"start": 1482.95, "end": 1483.33, "word": " مشكلة", "probability": 0.9814453125}, {"start": 1483.33, "end": 1483.51, "word": " هدول", "probability": 0.9085286458333334}, {"start": 1483.51, "end": 1483.73, "word": " مش", "probability": 0.9892578125}, {"start": 1483.73, "end": 1484.09, "word": " هيفرجوا", "probability": 0.88671875}, {"start": 1484.09, "end": 1484.27, "word": " معاه", "probability": 0.784423828125}, {"start": 1484.27, "end": 1485.07, "word": " كتير", "probability": 0.9783528645833334}, {"start": 1485.07, "end": 1485.83, "word": " يكفي", "probability": 0.8776041666666666}, {"start": 1485.83, "end": 1486.45, "word": " واحدة", "probability": 0.9482421875}, {"start": 1486.45, "end": 1486.63, "word": " تكون", "probability": 0.992919921875}, {"start": 1486.63, "end": 1486.99, "word": " true", "probability": 0.49609375}, {"start": 1486.99, "end": 1487.63, "word": " فهي", "probability": 0.8548177083333334}, {"start": 1487.63, "end": 1487.95, "word": " دي", "probability": 0.5638427734375}, {"start": 1487.95, "end": 1488.85, "word": " true", "probability": 0.97998046875}, {"start": 1488.85, "end": 1489.65, "word": " فهي", "probability": 0.88427734375}, {"start": 1489.65, "end": 1489.81, "word": " دي", "probability": 0.914794921875}, {"start": 1489.81, "end": 1490.13, "word": " true", "probability": 0.99267578125}, {"start": 1490.13, "end": 1490.81, "word": " ومدام", "probability": 0.71771240234375}, {"start": 1490.81, "end": 1491.09, "word": " true", "probability": 0.916015625}, {"start": 1491.09, "end": 1491.37, "word": " خلاص", "probability": 0.9630533854166666}, {"start": 1491.37, "end": 1491.69, "word": " بعرف", "probability": 0.914306640625}, {"start": 1491.69, "end": 1491.81, "word": " ان", "probability": 0.417236328125}, {"start": 1491.81, "end": 1492.17, "word": " ال", "probability": 0.85888671875}, {"start": 1492.17, "end": 1493.61, "word": " stimulus", "probability": 0.7841796875}, {"start": 1493.61, "end": 1494.11, "word": " situation", "probability": 0.7939453125}, {"start": 1494.11, "end": 1494.57, "word": " هي", "probability": 0.91552734375}, {"start": 1494.57, "end": 1494.69, "word": " ال", "probability": 0.89013671875}, {"start": 1494.69, "end": 1494.97, "word": " physical", "probability": 0.8486328125}, {"start": 1494.97, "end": 1495.61, "word": " object", "probability": 0.98828125}, {"start": 1495.61, "end": 1496.37, "word": " بخزنها", "probability": 0.90927734375}, {"start": 1496.37, "end": 1496.51, "word": " على", "probability": 0.916015625}, {"start": 1496.51, "end": 1496.77, "word": " جنب", "probability": 0.9474283854166666}, {"start": 1496.77, "end": 1497.01, "word": " هدى", "probability": 0.5963541666666666}, {"start": 1497.01, "end": 1497.33, "word": " صارت", "probability": 0.875}, {"start": 1497.33, "end": 1497.67, "word": " بدى", "probability": 0.77294921875}, {"start": 1497.67, "end": 1498.31, "word": " استخدمها", "probability": 0.908447265625}, {"start": 1498.31, "end": 1498.49, "word": " ك", "probability": 0.98779296875}, {"start": 1498.49, "end": 1498.93, "word": " input", "probability": 0.97412109375}, {"start": 1498.93, "end": 1499.25, "word": " ل", "probability": 0.92236328125}, {"start": 1499.25, "end": 1499.39, "word": " rule", "probability": 0.2401123046875}, {"start": 1499.39, "end": 1499.83, "word": " أخرى", "probability": 0.9386393229166666}], "temperature": 1.0}, {"id": 67, "seek": 152319, "start": 1500.63, "end": 1523.19, "text": "طيب الشغل التاني بنسأل عنها اللي هي ال job نفسها طب ماشي هو بيتعامل مع ال machines بمعنى ان هو بيقته دايما بسمع صوته ال machines و في machines جدامه حوالي مشغل .. بس هو إيش طبيعة شغله؟ هل هو مشغل ل ال machines ولا هو بصلح ال machines ولا هو .. إيش بيعمل في ال machines يعني؟ إيش ال job تبعته بالظبط؟ ف repairing .. تصليح .. تصليح .. إجينا شوفنا ال rule رقم 6", "tokens": [9566, 1829, 3555, 25124, 17082, 1211, 16712, 7649, 1829, 44945, 3794, 10721, 1211, 18871, 11296, 13672, 1829, 39896, 2423, 1691, 8717, 36178, 11296, 23032, 3555, 3714, 33599, 1829, 31439, 4724, 36081, 3615, 10943, 1211, 20449, 2423, 8379, 4724, 2304, 3615, 1863, 7578, 16472, 31439, 4724, 1829, 38149, 3224, 11778, 47302, 15042, 4724, 38251, 3615, 20328, 35473, 3224, 2423, 8379, 4032, 8978, 8379, 10874, 3215, 10943, 3224, 11331, 2407, 6027, 1829, 37893, 17082, 1211, 4386, 4724, 3794, 31439, 11933, 1829, 8592, 23032, 21292, 27884, 13412, 17082, 43761, 22807, 8032, 1211, 31439, 37893, 17082, 1211, 5296, 2423, 8379, 49429, 31439, 4724, 9381, 1211, 5016, 2423, 8379, 49429, 31439, 4386, 11933, 1829, 8592, 4724, 1829, 25957, 1211, 8978, 2423, 8379, 37495, 22653, 22807, 11933, 1829, 8592, 2423, 1691, 6055, 3555, 34268, 3224, 20666, 19913, 3555, 9566, 22807, 6156, 46158, 4386, 6055, 9381, 20292, 5016, 4386, 6055, 9381, 20292, 5016, 4386, 11933, 7435, 1829, 8315, 13412, 38688, 8315, 2423, 4978, 12602, 4587, 2304, 1386], "avg_logprob": -0.16896351524021314, "compression_ratio": 2.00355871886121, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1500.6299999999999, "end": 1501.11, "word": "طيب", "probability": 0.9239908854166666}, {"start": 1501.11, "end": 1501.59, "word": " الشغل", "probability": 0.7159830729166666}, {"start": 1501.59, "end": 1501.83, "word": " التاني", "probability": 0.9541015625}, {"start": 1501.83, "end": 1502.25, "word": " بنسأل", "probability": 0.8466796875}, {"start": 1502.25, "end": 1502.55, "word": " عنها", "probability": 0.98779296875}, {"start": 1502.55, "end": 1502.77, "word": " اللي", "probability": 0.893798828125}, {"start": 1502.77, "end": 1502.91, "word": " هي", "probability": 0.8916015625}, {"start": 1502.91, "end": 1503.03, "word": " ال", "probability": 0.876953125}, {"start": 1503.03, "end": 1503.21, "word": " job", "probability": 0.91748046875}, {"start": 1503.21, "end": 1503.71, "word": " نفسها", "probability": 0.9938151041666666}, {"start": 1503.71, "end": 1504.15, "word": " طب", "probability": 0.6484375}, {"start": 1504.15, "end": 1504.39, "word": " ماشي", "probability": 0.9666341145833334}, {"start": 1504.39, "end": 1504.55, "word": " هو", "probability": 0.86865234375}, {"start": 1504.55, "end": 1505.07, "word": " بيتعامل", "probability": 0.9169921875}, {"start": 1505.07, "end": 1505.29, "word": " مع", "probability": 0.9892578125}, {"start": 1505.29, "end": 1505.49, "word": " ال", "probability": 0.9814453125}, {"start": 1505.49, "end": 1505.87, "word": " machines", "probability": 0.94091796875}, {"start": 1505.87, "end": 1506.27, "word": " بمعنى", "probability": 0.92900390625}, {"start": 1506.27, "end": 1506.37, "word": " ان", "probability": 0.37451171875}, {"start": 1506.37, "end": 1506.63, "word": " هو", "probability": 0.716796875}, {"start": 1506.63, "end": 1507.45, "word": " بيقته", "probability": 0.890380859375}, {"start": 1507.45, "end": 1507.73, "word": " دايما", "probability": 0.9287109375}, {"start": 1507.73, "end": 1508.05, "word": " بسمع", "probability": 0.9454752604166666}, {"start": 1508.05, "end": 1508.31, "word": " صوته", "probability": 0.8028971354166666}, {"start": 1508.31, "end": 1508.39, "word": " ال", "probability": 0.921875}, {"start": 1508.39, "end": 1508.69, "word": " machines", "probability": 0.97607421875}, {"start": 1508.69, "end": 1508.83, "word": " و", "probability": 0.95654296875}, {"start": 1508.83, "end": 1508.93, "word": " في", "probability": 0.382080078125}, {"start": 1508.93, "end": 1509.27, "word": " machines", "probability": 0.84716796875}, {"start": 1509.27, "end": 1509.63, "word": " جدامه", "probability": 0.7623291015625}, {"start": 1509.63, "end": 1509.81, "word": " حوالي", "probability": 0.80340576171875}, {"start": 1509.81, "end": 1509.99, "word": " مشغل", "probability": 0.5907389322916666}, {"start": 1509.99, "end": 1509.99, "word": " ..", "probability": 0.501953125}, {"start": 1509.99, "end": 1510.17, "word": " بس", "probability": 0.948974609375}, {"start": 1510.17, "end": 1510.33, "word": " هو", "probability": 0.99072265625}, {"start": 1510.33, "end": 1510.53, "word": " إيش", "probability": 0.8225911458333334}, {"start": 1510.53, "end": 1510.91, "word": " طبيعة", "probability": 0.8548177083333334}, {"start": 1510.91, "end": 1511.47, "word": " شغله؟", "probability": 0.921630859375}, {"start": 1511.47, "end": 1511.61, "word": " هل", "probability": 0.9560546875}, {"start": 1511.61, "end": 1511.67, "word": " هو", "probability": 0.99755859375}, {"start": 1511.67, "end": 1512.11, "word": " مشغل", "probability": 0.98046875}, {"start": 1512.11, "end": 1512.21, "word": " ل", "probability": 0.63720703125}, {"start": 1512.21, "end": 1512.27, "word": " ال", "probability": 0.61328125}, {"start": 1512.27, "end": 1512.59, "word": " machines", "probability": 0.98046875}, {"start": 1512.59, "end": 1512.77, "word": " ولا", "probability": 0.640625}, {"start": 1512.77, "end": 1512.99, "word": " هو", "probability": 0.98828125}, {"start": 1512.99, "end": 1513.79, "word": " بصلح", "probability": 0.8167724609375}, {"start": 1513.79, "end": 1513.93, "word": " ال", "probability": 0.98583984375}, {"start": 1513.93, "end": 1514.29, "word": " machines", "probability": 0.984375}, {"start": 1514.29, "end": 1514.49, "word": " ولا", "probability": 0.7822265625}, {"start": 1514.49, "end": 1514.71, "word": " هو", "probability": 0.9931640625}, {"start": 1514.71, "end": 1514.85, "word": " ..", "probability": 0.52734375}, {"start": 1514.85, "end": 1514.89, "word": " إيش", "probability": 0.9431966145833334}, {"start": 1514.89, "end": 1515.13, "word": " بيعمل", "probability": 0.923095703125}, {"start": 1515.13, "end": 1515.21, "word": " في", "probability": 0.916015625}, {"start": 1515.21, "end": 1515.29, "word": " ال", "probability": 0.9794921875}, {"start": 1515.29, "end": 1515.57, "word": " machines", "probability": 0.98291015625}, {"start": 1515.57, "end": 1516.29, "word": " يعني؟", "probability": 0.8507486979166666}, {"start": 1516.29, "end": 1516.47, "word": " إيش", "probability": 0.9444986979166666}, {"start": 1516.47, "end": 1516.61, "word": " ال", "probability": 0.9580078125}, {"start": 1516.61, "end": 1516.85, "word": " job", "probability": 0.9921875}, {"start": 1516.85, "end": 1517.21, "word": " تبعته", "probability": 0.9039306640625}, {"start": 1517.21, "end": 1517.87, "word": " بالظبط؟", "probability": 0.94169921875}, {"start": 1517.87, "end": 1518.03, "word": " ف", "probability": 0.95556640625}, {"start": 1518.03, "end": 1519.21, "word": " repairing", "probability": 0.48486328125}, {"start": 1519.21, "end": 1519.79, "word": " ..", "probability": 0.48193359375}, {"start": 1519.79, "end": 1520.29, "word": " تصليح", "probability": 0.951171875}, {"start": 1520.29, "end": 1521.27, "word": " ..", "probability": 0.92919921875}, {"start": 1521.27, "end": 1521.67, "word": " تصليح", "probability": 0.9586181640625}, {"start": 1521.67, "end": 1521.73, "word": " ..", "probability": 0.75634765625}, {"start": 1521.73, "end": 1521.93, "word": " إجينا", "probability": 0.64678955078125}, {"start": 1521.93, "end": 1522.29, "word": " شوفنا", "probability": 0.9313151041666666}, {"start": 1522.29, "end": 1522.49, "word": " ال", "probability": 0.54638671875}, {"start": 1522.49, "end": 1522.63, "word": " rule", "probability": 0.70654296875}, {"start": 1522.63, "end": 1522.87, "word": " رقم", "probability": 0.9772135416666666}, {"start": 1522.87, "end": 1523.19, "word": " 6", "probability": 0.5029296875}], "temperature": 1.0}, {"id": 68, "seek": 154916, "start": 1524.82, "end": 1549.16, "text": "Repairing طيب هذه إيش بتعطيني؟ بتعطيني معنى ذلك إنه ال stimulus response المناسبة هي ال hands on عشان أقوله كيف بتصلح لأ أنا ممكن أجيبله machine عطلانة و أقوله صلحها فهذه هيك ك stimulus response كتير أفضل من إن أقوله أوصفلي كيف بدك تصلح تمام الآن من المعلومتين اللي أخدناهم", "tokens": [25554, 1246, 278, 23032, 1829, 3555, 29538, 11933, 1829, 8592, 39894, 3615, 9566, 9957, 1829, 22807, 39894, 3615, 9566, 9957, 1829, 20449, 1863, 7578, 29910, 23275, 36145, 3224, 2423, 21366, 4134, 9673, 8315, 35457, 3660, 39896, 2423, 2377, 322, 6225, 8592, 7649, 5551, 39648, 3224, 9122, 33911, 39894, 36520, 5016, 5296, 10721, 41850, 3714, 43020, 5551, 7435, 1829, 36150, 3224, 3479, 6225, 9566, 1211, 7649, 3660, 4032, 5551, 39648, 3224, 20328, 1211, 5016, 11296, 6156, 3224, 24192, 39896, 4117, 9122, 21366, 4134, 9122, 2655, 13546, 5551, 5172, 11242, 1211, 9154, 36145, 5551, 39648, 3224, 34051, 9381, 5172, 20292, 9122, 33911, 47525, 4117, 6055, 36520, 5016, 46811, 10943, 6024, 48506, 9154, 9673, 30241, 20498, 2655, 9957, 13672, 1829, 5551, 9778, 3215, 8315, 16095], "avg_logprob": -0.14341970890518127, "compression_ratio": 1.7401574803149606, "no_speech_prob": 6.258487701416016e-06, "words": [{"start": 1524.82, "end": 1525.58, "word": "Repairing", "probability": 0.7444661458333334}, {"start": 1525.58, "end": 1526.06, "word": " طيب", "probability": 0.8299153645833334}, {"start": 1526.06, "end": 1526.26, "word": " هذه", "probability": 0.410400390625}, {"start": 1526.26, "end": 1526.42, "word": " إيش", "probability": 0.7752278645833334}, {"start": 1526.42, "end": 1527.18, "word": " بتعطيني؟", "probability": 0.8248697916666666}, {"start": 1527.18, "end": 1527.56, "word": " بتعطيني", "probability": 0.97783203125}, {"start": 1527.56, "end": 1527.82, "word": " معنى", "probability": 0.7888997395833334}, {"start": 1527.82, "end": 1528.04, "word": " ذلك", "probability": 0.9892578125}, {"start": 1528.04, "end": 1528.36, "word": " إنه", "probability": 0.74951171875}, {"start": 1528.36, "end": 1528.68, "word": " ال", "probability": 0.95654296875}, {"start": 1528.68, "end": 1529.14, "word": " stimulus", "probability": 0.96337890625}, {"start": 1529.14, "end": 1530.24, "word": " response", "probability": 0.9697265625}, {"start": 1530.24, "end": 1531.34, "word": " المناسبة", "probability": 0.994873046875}, {"start": 1531.34, "end": 1531.56, "word": " هي", "probability": 0.92822265625}, {"start": 1531.56, "end": 1531.74, "word": " ال", "probability": 0.86328125}, {"start": 1531.74, "end": 1531.94, "word": " hands", "probability": 0.88916015625}, {"start": 1531.94, "end": 1532.2, "word": " on", "probability": 0.54248046875}, {"start": 1532.2, "end": 1533.46, "word": " عشان", "probability": 0.9811197916666666}, {"start": 1533.46, "end": 1533.8, "word": " أقوله", "probability": 0.9248046875}, {"start": 1533.8, "end": 1534.0, "word": " كيف", "probability": 0.974365234375}, {"start": 1534.0, "end": 1534.62, "word": " بتصلح", "probability": 0.9573567708333334}, {"start": 1534.62, "end": 1534.86, "word": " لأ", "probability": 0.788330078125}, {"start": 1534.86, "end": 1535.0, "word": " أنا", "probability": 0.7490234375}, {"start": 1535.0, "end": 1535.22, "word": " ممكن", "probability": 0.993408203125}, {"start": 1535.22, "end": 1535.66, "word": " أجيبله", "probability": 0.8302734375}, {"start": 1535.66, "end": 1536.3, "word": " machine", "probability": 0.93896484375}, {"start": 1536.3, "end": 1536.94, "word": " عطلانة", "probability": 0.98388671875}, {"start": 1536.94, "end": 1537.26, "word": " و", "probability": 0.87255859375}, {"start": 1537.26, "end": 1537.42, "word": " أقوله", "probability": 0.9611002604166666}, {"start": 1537.42, "end": 1538.0, "word": " صلحها", "probability": 0.9180908203125}, {"start": 1538.0, "end": 1539.18, "word": " فهذه", "probability": 0.8898111979166666}, {"start": 1539.18, "end": 1539.8, "word": " هيك", "probability": 0.6826171875}, {"start": 1539.8, "end": 1540.02, "word": " ك", "probability": 0.97607421875}, {"start": 1540.02, "end": 1541.16, "word": " stimulus", "probability": 0.93701171875}, {"start": 1541.16, "end": 1541.82, "word": " response", "probability": 0.97412109375}, {"start": 1541.82, "end": 1542.18, "word": " كتير", "probability": 0.9734700520833334}, {"start": 1542.18, "end": 1542.64, "word": " أفضل", "probability": 0.9932861328125}, {"start": 1542.64, "end": 1542.78, "word": " من", "probability": 0.95166015625}, {"start": 1542.78, "end": 1542.9, "word": " إن", "probability": 0.5029296875}, {"start": 1542.9, "end": 1543.28, "word": " أقوله", "probability": 0.78662109375}, {"start": 1543.28, "end": 1543.84, "word": " أوصفلي", "probability": 0.80560302734375}, {"start": 1543.84, "end": 1543.98, "word": " كيف", "probability": 0.932861328125}, {"start": 1543.98, "end": 1544.16, "word": " بدك", "probability": 0.91796875}, {"start": 1544.16, "end": 1544.74, "word": " تصلح", "probability": 0.93603515625}, {"start": 1544.74, "end": 1546.28, "word": " تمام", "probability": 0.75634765625}, {"start": 1546.28, "end": 1547.74, "word": " الآن", "probability": 0.6737060546875}, {"start": 1547.74, "end": 1548.12, "word": " من", "probability": 0.98583984375}, {"start": 1548.12, "end": 1548.54, "word": " المعلومتين", "probability": 0.982421875}, {"start": 1548.54, "end": 1548.62, "word": " اللي", "probability": 0.989990234375}, {"start": 1548.62, "end": 1549.16, "word": " أخدناهم", "probability": 0.9634765625}], "temperature": 1.0}, {"id": 69, "seek": 155702, "start": 1550.2, "end": 1557.02, "text": "اللي هي ال stimulus situation و اللي كانت physical object و من ال stimulus response و اللي كانت hands on", "tokens": [6027, 20292, 39896, 2423, 21366, 2590, 4032, 13672, 1829, 25961, 2655, 4001, 2657, 4032, 9154, 2423, 21366, 4134, 4032, 13672, 1829, 25961, 2655, 2377, 322], "avg_logprob": -0.1902043246305906, "compression_ratio": 1.3917525773195876, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 1550.2, "end": 1550.42, "word": "اللي", "probability": 0.626708984375}, {"start": 1550.42, "end": 1550.5, "word": " هي", "probability": 0.77490234375}, {"start": 1550.5, "end": 1550.56, "word": " ال", "probability": 0.93505859375}, {"start": 1550.56, "end": 1551.0, "word": " stimulus", "probability": 0.94482421875}, {"start": 1551.0, "end": 1552.3, "word": " situation", "probability": 0.96435546875}, {"start": 1552.3, "end": 1552.54, "word": " و", "probability": 0.26416015625}, {"start": 1552.54, "end": 1552.6, "word": " اللي", "probability": 0.913818359375}, {"start": 1552.6, "end": 1552.86, "word": " كانت", "probability": 0.993408203125}, {"start": 1552.86, "end": 1553.16, "word": " physical", "probability": 0.8046875}, {"start": 1553.16, "end": 1553.8, "word": " object", "probability": 0.98779296875}, {"start": 1553.8, "end": 1554.7, "word": " و", "probability": 0.82470703125}, {"start": 1554.7, "end": 1554.96, "word": " من", "probability": 0.7265625}, {"start": 1554.96, "end": 1555.08, "word": " ال", "probability": 0.97705078125}, {"start": 1555.08, "end": 1555.44, "word": " stimulus", "probability": 0.96142578125}, {"start": 1555.44, "end": 1555.92, "word": " response", "probability": 0.97216796875}, {"start": 1555.92, "end": 1556.04, "word": " و", "probability": 0.69677734375}, {"start": 1556.04, "end": 1556.14, "word": " اللي", "probability": 0.98291015625}, {"start": 1556.14, "end": 1556.42, "word": " كانت", "probability": 0.976318359375}, {"start": 1556.42, "end": 1556.72, "word": " hands", "probability": 0.958984375}, {"start": 1556.72, "end": 1557.02, "word": " on", "probability": 0.53466796875}], "temperature": 1.0}, {"id": 70, "seek": 157990, "start": 1558.32, "end": 1579.9, "text": "و هنسأل independent variable هنتأكد منه ما أنا محتاج feedback منهم ولا هي مجرد تعميمات يعني كإن بدي أعطيهم تعميمات لتعليمات شغل إضافية فقط أنا مش محتاج أخد منهم response إن هم فهموا ولا مافهموش لأ هنا ال feedback is required لأ أنا مطلوب إن أخد منهم feedback فهنا automatically على طول", "tokens": [2407, 8032, 1863, 3794, 10721, 1211, 6695, 7006, 8032, 29399, 10721, 4117, 3215, 9154, 3224, 19446, 41850, 3714, 33753, 26108, 5824, 9154, 16095, 49429, 39896, 3714, 7435, 2288, 3215, 37279, 2304, 32640, 9307, 37495, 22653, 9122, 28814, 1863, 4724, 16254, 5551, 3615, 9566, 1829, 16095, 37279, 2304, 32640, 9307, 5296, 2655, 3615, 20292, 2304, 9307, 13412, 17082, 1211, 11933, 11242, 31845, 10632, 6156, 47432, 41850, 37893, 3714, 33753, 26108, 5551, 9778, 3215, 9154, 16095, 4134, 36145, 8032, 2304, 6156, 16095, 14407, 49429, 19446, 5172, 16095, 2407, 8592, 5296, 10721, 34105, 2423, 5824, 307, 4739, 5296, 10721, 41850, 3714, 9566, 1211, 37746, 36145, 5551, 9778, 3215, 9154, 16095, 5824, 6156, 3224, 8315, 6772, 15844, 23032, 12610], "avg_logprob": -0.14789870265742827, "compression_ratio": 1.7588932806324111, "no_speech_prob": 3.993511199951172e-06, "words": [{"start": 1558.32, "end": 1558.64, "word": "و", "probability": 0.90673828125}, {"start": 1558.64, "end": 1559.32, "word": " هنسأل", "probability": 0.814208984375}, {"start": 1559.32, "end": 1560.78, "word": " independent", "probability": 0.72998046875}, {"start": 1560.78, "end": 1561.32, "word": " variable", "probability": 0.904296875}, {"start": 1561.32, "end": 1561.84, "word": " هنتأكد", "probability": 0.84697265625}, {"start": 1561.84, "end": 1562.06, "word": " منه", "probability": 0.925537109375}, {"start": 1562.06, "end": 1562.26, "word": " ما", "probability": 0.2152099609375}, {"start": 1562.26, "end": 1562.44, "word": " أنا", "probability": 0.426513671875}, {"start": 1562.44, "end": 1562.76, "word": " محتاج", "probability": 0.9793294270833334}, {"start": 1562.76, "end": 1563.04, "word": " feedback", "probability": 0.84033203125}, {"start": 1563.04, "end": 1563.5, "word": " منهم", "probability": 0.992431640625}, {"start": 1563.5, "end": 1563.66, "word": " ولا", "probability": 0.63720703125}, {"start": 1563.66, "end": 1563.86, "word": " هي", "probability": 0.7294921875}, {"start": 1563.86, "end": 1564.46, "word": " مجرد", "probability": 0.988525390625}, {"start": 1564.46, "end": 1565.72, "word": " تعميمات", "probability": 0.8929443359375}, {"start": 1565.72, "end": 1565.88, "word": " يعني", "probability": 0.907958984375}, {"start": 1565.88, "end": 1566.1, "word": " كإن", "probability": 0.6932779947916666}, {"start": 1566.1, "end": 1566.32, "word": " بدي", "probability": 0.5841064453125}, {"start": 1566.32, "end": 1566.62, "word": " أعطيهم", "probability": 0.96455078125}, {"start": 1566.62, "end": 1567.16, "word": " تعميمات", "probability": 0.9752197265625}, {"start": 1567.16, "end": 1568.28, "word": " لتعليمات", "probability": 0.8588053385416666}, {"start": 1568.28, "end": 1568.64, "word": " شغل", "probability": 0.98583984375}, {"start": 1568.64, "end": 1569.26, "word": " إضافية", "probability": 0.989013671875}, {"start": 1569.26, "end": 1569.94, "word": " فقط", "probability": 0.99658203125}, {"start": 1569.94, "end": 1570.3, "word": " أنا", "probability": 0.66455078125}, {"start": 1570.3, "end": 1570.44, "word": " مش", "probability": 0.98876953125}, {"start": 1570.44, "end": 1570.8, "word": " محتاج", "probability": 0.9944661458333334}, {"start": 1570.8, "end": 1571.08, "word": " أخد", "probability": 0.93359375}, {"start": 1571.08, "end": 1571.3, "word": " منهم", "probability": 0.9970703125}, {"start": 1571.3, "end": 1571.72, "word": " response", "probability": 0.92578125}, {"start": 1571.72, "end": 1571.88, "word": " إن", "probability": 0.461669921875}, {"start": 1571.88, "end": 1572.5, "word": " هم", "probability": 0.95068359375}, {"start": 1572.5, "end": 1574.06, "word": " فهموا", "probability": 0.9549153645833334}, {"start": 1574.06, "end": 1574.16, "word": " ولا", "probability": 0.91455078125}, {"start": 1574.16, "end": 1574.62, "word": " مافهموش", "probability": 0.8859375}, {"start": 1574.62, "end": 1574.82, "word": " لأ", "probability": 0.7354736328125}, {"start": 1574.82, "end": 1575.04, "word": " هنا", "probability": 0.92041015625}, {"start": 1575.04, "end": 1575.28, "word": " ال", "probability": 0.94189453125}, {"start": 1575.28, "end": 1575.72, "word": " feedback", "probability": 0.86328125}, {"start": 1575.72, "end": 1576.06, "word": " is", "probability": 0.955078125}, {"start": 1576.06, "end": 1576.66, "word": " required", "probability": 0.88134765625}, {"start": 1576.66, "end": 1576.88, "word": " لأ", "probability": 0.94970703125}, {"start": 1576.88, "end": 1577.0, "word": " أنا", "probability": 0.939453125}, {"start": 1577.0, "end": 1577.42, "word": " مطلوب", "probability": 0.9293212890625}, {"start": 1577.42, "end": 1577.62, "word": " إن", "probability": 0.5673828125}, {"start": 1577.62, "end": 1577.92, "word": " أخد", "probability": 0.8846028645833334}, {"start": 1577.92, "end": 1578.1, "word": " منهم", "probability": 0.9931640625}, {"start": 1578.1, "end": 1578.48, "word": " feedback", "probability": 0.91748046875}, {"start": 1578.48, "end": 1579.06, "word": " فهنا", "probability": 0.9464518229166666}, {"start": 1579.06, "end": 1579.5, "word": " automatically", "probability": 0.83984375}, {"start": 1579.5, "end": 1579.66, "word": " على", "probability": 0.92431640625}, {"start": 1579.66, "end": 1579.9, "word": " طول", "probability": 0.989013671875}], "temperature": 1.0}, {"id": 71, "seek": 160053, "start": 1580.69, "end": 1600.53, "text": "ابتيجي النصيحة من ال media advisor إذا بدى أسميها ده هو إيه إسم ال expert system فهيكون ال medium is workshop معناته هذا ضروري أتوفرلي workshop، workshop لازم يكون متوفر فيه لحد الأدنى من ال machines اللي بقدر أختبره فيها، من مجموعة ال machines أو ال tools اللي ممكن", "tokens": [16758, 31371, 7435, 1829, 28239, 9381, 1829, 5016, 3660, 9154, 2423, 3021, 19161, 11933, 15730, 47525, 7578, 5551, 38251, 1829, 11296, 11778, 3224, 31439, 11933, 1829, 3224, 11933, 38251, 2423, 5844, 1185, 6156, 3224, 1829, 30544, 2423, 6399, 307, 13541, 20449, 8315, 47395, 23758, 48812, 2288, 13063, 1829, 5551, 2655, 38688, 2288, 20292, 13541, 12399, 13541, 5296, 31377, 2304, 7251, 30544, 44650, 38688, 2288, 8978, 3224, 5296, 24401, 16247, 3215, 1863, 7578, 9154, 2423, 8379, 13672, 1829, 4724, 28543, 2288, 5551, 46456, 26890, 3224, 8978, 11296, 12399, 9154, 3714, 7435, 2304, 2407, 27884, 2423, 8379, 34051, 2423, 3873, 13672, 1829, 3714, 43020], "avg_logprob": -0.17794296116504854, "compression_ratio": 1.6680327868852458, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1580.6900000000003, "end": 1581.2900000000002, "word": "ابتيجي", "probability": 0.822998046875}, {"start": 1581.2900000000002, "end": 1581.89, "word": " النصيحة", "probability": 0.9470703125}, {"start": 1581.89, "end": 1582.19, "word": " من", "probability": 0.98974609375}, {"start": 1582.19, "end": 1582.73, "word": " ال", "probability": 0.93896484375}, {"start": 1582.73, "end": 1582.97, "word": " media", "probability": 0.578125}, {"start": 1582.97, "end": 1583.57, "word": " advisor", "probability": 0.80859375}, {"start": 1583.57, "end": 1584.25, "word": " إذا", "probability": 0.80419921875}, {"start": 1584.25, "end": 1584.45, "word": " بدى", "probability": 0.532958984375}, {"start": 1584.45, "end": 1584.77, "word": " أسميها", "probability": 0.871337890625}, {"start": 1584.77, "end": 1584.89, "word": " ده", "probability": 0.6781005859375}, {"start": 1584.89, "end": 1585.03, "word": " هو", "probability": 0.634765625}, {"start": 1585.03, "end": 1585.25, "word": " إيه", "probability": 0.8232421875}, {"start": 1585.25, "end": 1585.51, "word": " إسم", "probability": 0.6611328125}, {"start": 1585.51, "end": 1585.63, "word": " ال", "probability": 0.9794921875}, {"start": 1585.63, "end": 1585.83, "word": " expert", "probability": 0.5830078125}, {"start": 1585.83, "end": 1586.27, "word": " system", "probability": 0.978515625}, {"start": 1586.27, "end": 1587.29, "word": " فهيكون", "probability": 0.8162841796875}, {"start": 1587.29, "end": 1587.41, "word": " ال", "probability": 0.92626953125}, {"start": 1587.41, "end": 1587.75, "word": " medium", "probability": 0.95263671875}, {"start": 1587.75, "end": 1588.15, "word": " is", "probability": 0.90966796875}, {"start": 1588.15, "end": 1588.95, "word": " workshop", "probability": 0.8408203125}, {"start": 1588.95, "end": 1589.51, "word": " معناته", "probability": 0.8380533854166666}, {"start": 1589.51, "end": 1589.85, "word": " هذا", "probability": 0.74169921875}, {"start": 1589.85, "end": 1590.81, "word": " ضروري", "probability": 0.9564208984375}, {"start": 1590.81, "end": 1591.25, "word": " أتوفرلي", "probability": 0.81787109375}, {"start": 1591.25, "end": 1592.07, "word": " workshop،", "probability": 0.5543212890625}, {"start": 1592.07, "end": 1592.59, "word": " workshop", "probability": 0.71044921875}, {"start": 1592.59, "end": 1592.87, "word": " لازم", "probability": 0.9938151041666666}, {"start": 1592.87, "end": 1593.13, "word": " يكون", "probability": 0.787109375}, {"start": 1593.13, "end": 1595.27, "word": " متوفر", "probability": 0.7564290364583334}, {"start": 1595.27, "end": 1595.45, "word": " فيه", "probability": 0.9697265625}, {"start": 1595.45, "end": 1595.75, "word": " لحد", "probability": 0.882080078125}, {"start": 1595.75, "end": 1596.11, "word": " الأدنى", "probability": 0.9658203125}, {"start": 1596.11, "end": 1596.25, "word": " من", "probability": 0.984375}, {"start": 1596.25, "end": 1596.37, "word": " ال", "probability": 0.9072265625}, {"start": 1596.37, "end": 1596.63, "word": " machines", "probability": 0.97412109375}, {"start": 1596.63, "end": 1596.85, "word": " اللي", "probability": 0.91015625}, {"start": 1596.85, "end": 1597.15, "word": " بقدر", "probability": 0.9069010416666666}, {"start": 1597.15, "end": 1597.59, "word": " أختبره", "probability": 0.8740234375}, {"start": 1597.59, "end": 1598.73, "word": " فيها،", "probability": 0.90673828125}, {"start": 1598.73, "end": 1598.85, "word": " من", "probability": 0.98291015625}, {"start": 1598.85, "end": 1599.15, "word": " مجموعة", "probability": 0.94638671875}, {"start": 1599.15, "end": 1599.27, "word": " ال", "probability": 0.95849609375}, {"start": 1599.27, "end": 1599.51, "word": " machines", "probability": 0.9765625}, {"start": 1599.51, "end": 1599.73, "word": " أو", "probability": 0.88720703125}, {"start": 1599.73, "end": 1599.85, "word": " ال", "probability": 0.921875}, {"start": 1599.85, "end": 1600.07, "word": " tools", "probability": 0.9541015625}, {"start": 1600.07, "end": 1600.25, "word": " اللي", "probability": 0.984130859375}, {"start": 1600.25, "end": 1600.53, "word": " ممكن", "probability": 0.995849609375}], "temperature": 1.0}, {"id": 72, "seek": 161621, "start": 1601.25, "end": 1616.21, "text": "نتعامل معها اللي هي الأدوات اللي بده يصلحها و بده يشتغل فيها فال medium is workshop and so on هيكون كل ال system بهذا الشكل ال system محتاج تلت معلومات بشكل أساسي قلنا ال environment ال job و", "tokens": [29399, 3615, 10943, 1211, 20449, 11296, 13672, 1829, 39896, 16247, 3215, 2407, 9307, 13672, 1829, 47525, 3224, 7251, 36520, 5016, 11296, 4032, 47525, 3224, 7251, 8592, 2655, 17082, 1211, 8978, 11296, 6156, 6027, 6399, 307, 13541, 293, 370, 322, 39896, 30544, 28242, 2423, 1185, 39627, 15730, 25124, 28820, 2423, 1185, 3714, 33753, 26108, 6055, 1211, 2655, 20449, 1211, 20498, 9307, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 12174, 1211, 8315, 2423, 2823, 2423, 1691, 4032], "avg_logprob": -0.13497121337997287, "compression_ratio": 1.549738219895288, "no_speech_prob": 8.26120376586914e-05, "words": [{"start": 1601.25, "end": 1601.81, "word": "نتعامل", "probability": 0.80499267578125}, {"start": 1601.81, "end": 1602.13, "word": " معها", "probability": 0.9541015625}, {"start": 1602.13, "end": 1602.47, "word": " اللي", "probability": 0.846923828125}, {"start": 1602.47, "end": 1602.53, "word": " هي", "probability": 0.95751953125}, {"start": 1602.53, "end": 1602.93, "word": " الأدوات", "probability": 0.979248046875}, {"start": 1602.93, "end": 1603.05, "word": " اللي", "probability": 0.9599609375}, {"start": 1603.05, "end": 1603.25, "word": " بده", "probability": 0.7724609375}, {"start": 1603.25, "end": 1603.73, "word": " يصلحها", "probability": 0.923095703125}, {"start": 1603.73, "end": 1603.81, "word": " و", "probability": 0.83740234375}, {"start": 1603.81, "end": 1603.97, "word": " بده", "probability": 0.7152099609375}, {"start": 1603.97, "end": 1604.39, "word": " يشتغل", "probability": 0.99599609375}, {"start": 1604.39, "end": 1604.99, "word": " فيها", "probability": 0.98095703125}, {"start": 1604.99, "end": 1605.39, "word": " فال", "probability": 0.74755859375}, {"start": 1605.39, "end": 1605.63, "word": " medium", "probability": 0.75341796875}, {"start": 1605.63, "end": 1605.91, "word": " is", "probability": 0.9384765625}, {"start": 1605.91, "end": 1606.53, "word": " workshop", "probability": 0.7880859375}, {"start": 1606.53, "end": 1606.79, "word": " and", "probability": 0.8955078125}, {"start": 1606.79, "end": 1606.99, "word": " so", "probability": 0.93359375}, {"start": 1606.99, "end": 1607.19, "word": " on", "probability": 0.966796875}, {"start": 1607.19, "end": 1607.91, "word": " هيكون", "probability": 0.57928466796875}, {"start": 1607.91, "end": 1608.19, "word": " كل", "probability": 0.9638671875}, {"start": 1608.19, "end": 1608.31, "word": " ال", "probability": 0.9638671875}, {"start": 1608.31, "end": 1608.55, "word": " system", "probability": 0.96826171875}, {"start": 1608.55, "end": 1608.83, "word": " بهذا", "probability": 0.949951171875}, {"start": 1608.83, "end": 1609.17, "word": " الشكل", "probability": 0.9921875}, {"start": 1609.17, "end": 1609.61, "word": " ال", "probability": 0.90869140625}, {"start": 1609.61, "end": 1609.93, "word": " system", "probability": 0.98583984375}, {"start": 1609.93, "end": 1610.43, "word": " محتاج", "probability": 0.9928385416666666}, {"start": 1610.43, "end": 1610.71, "word": " تلت", "probability": 0.92041015625}, {"start": 1610.71, "end": 1611.35, "word": " معلومات", "probability": 0.9835205078125}, {"start": 1611.35, "end": 1612.03, "word": " بشكل", "probability": 0.9930013020833334}, {"start": 1612.03, "end": 1612.77, "word": " أساسي", "probability": 0.9656982421875}, {"start": 1612.77, "end": 1613.45, "word": " قلنا", "probability": 0.73681640625}, {"start": 1613.45, "end": 1613.59, "word": " ال", "probability": 0.96484375}, {"start": 1613.59, "end": 1614.05, "word": " environment", "probability": 0.970703125}, {"start": 1614.05, "end": 1615.03, "word": " ال", "probability": 0.7578125}, {"start": 1615.03, "end": 1615.49, "word": " job", "probability": 0.9306640625}, {"start": 1615.49, "end": 1616.21, "word": " و", "probability": 0.97119140625}], "temperature": 1.0}, {"id": 73, "seek": 163239, "start": 1616.57, "end": 1632.39, "text": "ال feedback و ال feedback required or not required تمام عشان يعطيني يحلل هو كل التحليلات تبعته و يطلعلنا بالنتيجة أنه إيش أفضل بيئة أو وسط ناقل للمعلومة بين ال trainer و ال trainees", "tokens": [6027, 5824, 4032, 2423, 5824, 4739, 420, 406, 4739, 46811, 10943, 6225, 8592, 7649, 37495, 9566, 9957, 1829, 7251, 5016, 1211, 1211, 31439, 28242, 16712, 5016, 20292, 1211, 9307, 6055, 3555, 34268, 3224, 4032, 7251, 9566, 1211, 30241, 8315, 20666, 29399, 1829, 7435, 3660, 14739, 3224, 11933, 1829, 8592, 5551, 5172, 11242, 1211, 4724, 1829, 19986, 3660, 34051, 46952, 9566, 8717, 995, 4587, 1211, 5296, 19528, 30241, 20498, 3660, 49374, 2423, 21110, 4032, 2423, 41316], "avg_logprob": -0.1324013218675789, "compression_ratio": 1.547486033519553, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 1616.57, "end": 1616.81, "word": "ال", "probability": 0.88427734375}, {"start": 1616.81, "end": 1617.69, "word": " feedback", "probability": 0.66455078125}, {"start": 1617.69, "end": 1618.07, "word": " و", "probability": 0.357666015625}, {"start": 1618.07, "end": 1618.17, "word": " ال", "probability": 0.86181640625}, {"start": 1618.17, "end": 1618.55, "word": " feedback", "probability": 0.9072265625}, {"start": 1618.55, "end": 1619.47, "word": " required", "probability": 0.82666015625}, {"start": 1619.47, "end": 1619.77, "word": " or", "probability": 0.767578125}, {"start": 1619.77, "end": 1620.23, "word": " not", "probability": 0.9658203125}, {"start": 1620.23, "end": 1620.69, "word": " required", "probability": 0.8681640625}, {"start": 1620.69, "end": 1621.25, "word": " تمام", "probability": 0.806640625}, {"start": 1621.25, "end": 1621.57, "word": " عشان", "probability": 0.947265625}, {"start": 1621.57, "end": 1622.53, "word": " يعطيني", "probability": 0.8092041015625}, {"start": 1622.53, "end": 1623.07, "word": " يحلل", "probability": 0.8890380859375}, {"start": 1623.07, "end": 1623.25, "word": " هو", "probability": 0.97412109375}, {"start": 1623.25, "end": 1623.57, "word": " كل", "probability": 0.98876953125}, {"start": 1623.57, "end": 1624.07, "word": " التحليلات", "probability": 0.94052734375}, {"start": 1624.07, "end": 1624.53, "word": " تبعته", "probability": 0.90087890625}, {"start": 1624.53, "end": 1624.83, "word": " و", "probability": 0.98583984375}, {"start": 1624.83, "end": 1625.37, "word": " يطلعلنا", "probability": 0.91708984375}, {"start": 1625.37, "end": 1625.95, "word": " بالنتيجة", "probability": 0.98369140625}, {"start": 1625.95, "end": 1626.15, "word": " أنه", "probability": 0.6197509765625}, {"start": 1626.15, "end": 1626.37, "word": " إيش", "probability": 0.8385416666666666}, {"start": 1626.37, "end": 1627.29, "word": " أفضل", "probability": 0.9864501953125}, {"start": 1627.29, "end": 1628.19, "word": " بيئة", "probability": 0.987060546875}, {"start": 1628.19, "end": 1628.47, "word": " أو", "probability": 0.91943359375}, {"start": 1628.47, "end": 1628.75, "word": " وسط", "probability": 0.98095703125}, {"start": 1628.75, "end": 1629.17, "word": " ناقل", "probability": 0.930419921875}, {"start": 1629.17, "end": 1629.69, "word": " للمعلومة", "probability": 0.862939453125}, {"start": 1629.69, "end": 1630.17, "word": " بين", "probability": 0.95849609375}, {"start": 1630.17, "end": 1630.37, "word": " ال", "probability": 0.947265625}, {"start": 1630.37, "end": 1631.61, "word": " trainer", "probability": 0.6513671875}, {"start": 1631.61, "end": 1631.99, "word": " و", "probability": 0.93701171875}, {"start": 1631.99, "end": 1632.09, "word": " ال", "probability": 0.923828125}, {"start": 1632.09, "end": 1632.39, "word": " trainees", "probability": 0.99658203125}], "temperature": 1.0}, {"id": 74, "seek": 165407, "start": 1633.83, "end": 1654.07, "text": "تمام، الآن ال inference techniques اللي استخدمت طبعا زي ما قلنا Leonardo واحد اسمه Leonardo هو اللي .. اللي عمل ال system هذا فهو اشتغل بشكل أساسي على ال backward chaining with opportunistic forward chaining بمعنى هو اشتغل على ال backward ليش؟ لأن هو ال target تبعه هو ال media", "tokens": [39237, 10943, 12399, 6024, 48506, 2423, 38253, 7512, 13672, 1829, 44713, 9778, 40448, 2655, 23032, 3555, 3615, 995, 30767, 1829, 19446, 12174, 1211, 8315, 36523, 36764, 24401, 24525, 2304, 3224, 36523, 31439, 13672, 1829, 4386, 13672, 1829, 6225, 42213, 2423, 1185, 23758, 6156, 3224, 2407, 1975, 8592, 2655, 17082, 1211, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 15844, 2423, 23897, 417, 3686, 365, 2070, 3142, 2128, 417, 3686, 4724, 2304, 3615, 1863, 7578, 31439, 1975, 8592, 2655, 17082, 1211, 15844, 2423, 23897, 32239, 8592, 22807, 5296, 33456, 31439, 2423, 3779, 6055, 3555, 3615, 3224, 31439, 2423, 3021], "avg_logprob": -0.1296237202323213, "compression_ratio": 1.6458333333333333, "no_speech_prob": 4.0531158447265625e-06, "words": [{"start": 1633.83, "end": 1634.51, "word": "تمام،", "probability": 0.637451171875}, {"start": 1634.51, "end": 1634.91, "word": " الآن", "probability": 0.705078125}, {"start": 1634.91, "end": 1635.59, "word": " ال", "probability": 0.9697265625}, {"start": 1635.59, "end": 1636.01, "word": " inference", "probability": 0.8212890625}, {"start": 1636.01, "end": 1636.63, "word": " techniques", "probability": 0.90380859375}, {"start": 1636.63, "end": 1636.79, "word": " اللي", "probability": 0.928466796875}, {"start": 1636.79, "end": 1637.51, "word": " استخدمت", "probability": 0.9732666015625}, {"start": 1637.51, "end": 1638.33, "word": " طبعا", "probability": 0.9278564453125}, {"start": 1638.33, "end": 1638.45, "word": " زي", "probability": 0.873779296875}, {"start": 1638.45, "end": 1638.53, "word": " ما", "probability": 0.95068359375}, {"start": 1638.53, "end": 1638.79, "word": " قلنا", "probability": 0.830078125}, {"start": 1638.79, "end": 1639.35, "word": " Leonardo", "probability": 0.322021484375}, {"start": 1639.35, "end": 1639.59, "word": " واحد", "probability": 0.988525390625}, {"start": 1639.59, "end": 1639.79, "word": " اسمه", "probability": 0.9306640625}, {"start": 1639.79, "end": 1640.17, "word": " Leonardo", "probability": 0.61181640625}, {"start": 1640.17, "end": 1640.43, "word": " هو", "probability": 0.97900390625}, {"start": 1640.43, "end": 1641.17, "word": " اللي", "probability": 0.97998046875}, {"start": 1641.17, "end": 1641.21, "word": " ..", "probability": 0.331298828125}, {"start": 1641.21, "end": 1641.41, "word": " اللي", "probability": 0.983642578125}, {"start": 1641.41, "end": 1641.63, "word": " عمل", "probability": 0.88037109375}, {"start": 1641.63, "end": 1641.73, "word": " ال", "probability": 0.97998046875}, {"start": 1641.73, "end": 1641.97, "word": " system", "probability": 0.96923828125}, {"start": 1641.97, "end": 1642.31, "word": " هذا", "probability": 0.89892578125}, {"start": 1642.31, "end": 1642.83, "word": " فهو", "probability": 0.95068359375}, {"start": 1642.83, "end": 1643.15, "word": " اشتغل", "probability": 0.92119140625}, {"start": 1643.15, "end": 1643.47, "word": " بشكل", "probability": 0.8645833333333334}, {"start": 1643.47, "end": 1643.81, "word": " أساسي", "probability": 0.939697265625}, {"start": 1643.81, "end": 1643.99, "word": " على", "probability": 0.92333984375}, {"start": 1643.99, "end": 1644.23, "word": " ال", "probability": 0.97021484375}, {"start": 1644.23, "end": 1644.69, "word": " backward", "probability": 0.90380859375}, {"start": 1644.69, "end": 1645.77, "word": " chaining", "probability": 0.82373046875}, {"start": 1645.77, "end": 1646.15, "word": " with", "probability": 0.86083984375}, {"start": 1646.15, "end": 1647.73, "word": " opportunistic", "probability": 0.955322265625}, {"start": 1647.73, "end": 1648.63, "word": " forward", "probability": 0.9013671875}, {"start": 1648.63, "end": 1649.19, "word": " chaining", "probability": 0.94189453125}, {"start": 1649.19, "end": 1649.89, "word": " بمعنى", "probability": 0.88935546875}, {"start": 1649.89, "end": 1650.01, "word": " هو", "probability": 0.96240234375}, {"start": 1650.01, "end": 1650.37, "word": " اشتغل", "probability": 0.93251953125}, {"start": 1650.37, "end": 1650.51, "word": " على", "probability": 0.935546875}, {"start": 1650.51, "end": 1651.01, "word": " ال", "probability": 0.978515625}, {"start": 1651.01, "end": 1651.37, "word": " backward", "probability": 0.7861328125}, {"start": 1651.37, "end": 1651.85, "word": " ليش؟", "probability": 0.8937174479166666}, {"start": 1651.85, "end": 1651.99, "word": " لأن", "probability": 0.892578125}, {"start": 1651.99, "end": 1652.21, "word": " هو", "probability": 0.9326171875}, {"start": 1652.21, "end": 1652.65, "word": " ال", "probability": 0.951171875}, {"start": 1652.65, "end": 1652.91, "word": " target", "probability": 0.99609375}, {"start": 1652.91, "end": 1653.39, "word": " تبعه", "probability": 0.9735107421875}, {"start": 1653.39, "end": 1653.65, "word": " هو", "probability": 0.9912109375}, {"start": 1653.65, "end": 1653.79, "word": " ال", "probability": 0.91015625}, {"start": 1653.79, "end": 1654.07, "word": " media", "probability": 0.96044921875}], "temperature": 1.0}, {"id": 75, "seek": 167588, "start": 1655.0, "end": 1675.88, "text": "ال medium إيش؟ طب هي ال medium إيش ال requirement .. ال .. ال input ساعتها أو ال fact ساعتها؟ بصير أدور ال facts هذه صارت هي ال sub goal تبعنا أني أحققها طب مين .. هي conclusion لمين؟ إذا لاجيت في الآخر أنه مافيش واحدة من ال sub goals تبعتي مش موجودة ك output لأي rule، بده أطلعلها السؤال", "tokens": [6027, 6399, 11933, 1829, 8592, 22807, 23032, 3555, 39896, 2423, 6399, 11933, 1829, 8592, 2423, 11695, 4386, 2423, 4386, 2423, 4846, 8608, 995, 34268, 11296, 34051, 2423, 1186, 8608, 995, 34268, 11296, 22807, 4724, 9381, 13546, 5551, 3215, 13063, 2423, 9130, 29538, 20328, 9640, 2655, 39896, 2423, 1422, 3387, 6055, 3555, 3615, 8315, 14739, 1829, 5551, 5016, 4587, 4587, 11296, 23032, 3555, 3714, 9957, 4386, 39896, 10063, 5296, 2304, 9957, 22807, 11933, 15730, 20193, 7435, 36081, 8978, 6024, 95, 34740, 14739, 3224, 19446, 41185, 8592, 36764, 24401, 3660, 9154, 2423, 1422, 5493, 6055, 3555, 3615, 31371, 37893, 3714, 29245, 23328, 3660, 9122, 5598, 5296, 10721, 1829, 4978, 12399, 47525, 3224, 5551, 9566, 1211, 3615, 1211, 11296, 21136, 33604, 6027], "avg_logprob": -0.1852864556014538, "compression_ratio": 1.6755725190839694, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1655.0, "end": 1655.26, "word": "ال", "probability": 0.81689453125}, {"start": 1655.26, "end": 1655.56, "word": " medium", "probability": 0.60595703125}, {"start": 1655.56, "end": 1656.26, "word": " إيش؟", "probability": 0.73797607421875}, {"start": 1656.26, "end": 1656.42, "word": " طب", "probability": 0.8623046875}, {"start": 1656.42, "end": 1656.54, "word": " هي", "probability": 0.79296875}, {"start": 1656.54, "end": 1656.68, "word": " ال", "probability": 0.94677734375}, {"start": 1656.68, "end": 1656.94, "word": " medium", "probability": 0.9736328125}, {"start": 1656.94, "end": 1657.2, "word": " إيش", "probability": 0.9615885416666666}, {"start": 1657.2, "end": 1657.3, "word": " ال", "probability": 0.9658203125}, {"start": 1657.3, "end": 1657.68, "word": " requirement", "probability": 0.611328125}, {"start": 1657.68, "end": 1657.9, "word": " ..", "probability": 0.51171875}, {"start": 1657.9, "end": 1658.12, "word": " ال", "probability": 0.931640625}, {"start": 1658.12, "end": 1658.26, "word": " ..", "probability": 0.35888671875}, {"start": 1658.26, "end": 1658.6, "word": " ال", "probability": 0.97314453125}, {"start": 1658.6, "end": 1658.86, "word": " input", "probability": 0.77783203125}, {"start": 1658.86, "end": 1659.2, "word": " ساعتها", "probability": 0.79388427734375}, {"start": 1659.2, "end": 1659.34, "word": " أو", "probability": 0.87744140625}, {"start": 1659.34, "end": 1659.62, "word": " ال", "probability": 0.9111328125}, {"start": 1659.62, "end": 1659.96, "word": " fact", "probability": 0.4931640625}, {"start": 1659.96, "end": 1660.96, "word": " ساعتها؟", "probability": 0.9177734375}, {"start": 1660.96, "end": 1661.24, "word": " بصير", "probability": 0.9698893229166666}, {"start": 1661.24, "end": 1661.64, "word": " أدور", "probability": 0.9480794270833334}, {"start": 1661.64, "end": 1662.02, "word": " ال", "probability": 0.75732421875}, {"start": 1662.02, "end": 1662.34, "word": " facts", "probability": 0.90380859375}, {"start": 1662.34, "end": 1662.52, "word": " هذه", "probability": 0.6748046875}, {"start": 1662.52, "end": 1662.8, "word": " صارت", "probability": 0.9661458333333334}, {"start": 1662.8, "end": 1662.92, "word": " هي", "probability": 0.89990234375}, {"start": 1662.92, "end": 1663.08, "word": " ال", "probability": 0.83056640625}, {"start": 1663.08, "end": 1663.38, "word": " sub", "probability": 0.92333984375}, {"start": 1663.38, "end": 1663.78, "word": " goal", "probability": 0.71337890625}, {"start": 1663.78, "end": 1664.28, "word": " تبعنا", "probability": 0.905029296875}, {"start": 1664.28, "end": 1665.0, "word": " أني", "probability": 0.5435791015625}, {"start": 1665.0, "end": 1665.72, "word": " أحققها", "probability": 0.98193359375}, {"start": 1665.72, "end": 1666.18, "word": " طب", "probability": 0.79736328125}, {"start": 1666.18, "end": 1666.4, "word": " مين", "probability": 0.921630859375}, {"start": 1666.4, "end": 1666.5, "word": " ..", "probability": 0.52197265625}, {"start": 1666.5, "end": 1666.74, "word": " هي", "probability": 0.7705078125}, {"start": 1666.74, "end": 1667.5, "word": " conclusion", "probability": 0.89013671875}, {"start": 1667.5, "end": 1668.42, "word": " لمين؟", "probability": 0.813232421875}, {"start": 1668.42, "end": 1668.56, "word": " إذا", "probability": 0.968505859375}, {"start": 1668.56, "end": 1668.82, "word": " لاجيت", "probability": 0.70751953125}, {"start": 1668.82, "end": 1668.92, "word": " في", "probability": 0.96826171875}, {"start": 1668.92, "end": 1669.22, "word": " الآخر", "probability": 0.93408203125}, {"start": 1669.22, "end": 1669.44, "word": " أنه", "probability": 0.6025390625}, {"start": 1669.44, "end": 1669.86, "word": " مافيش", "probability": 0.9070638020833334}, {"start": 1669.86, "end": 1670.32, "word": " واحدة", "probability": 0.9912109375}, {"start": 1670.32, "end": 1670.42, "word": " من", "probability": 0.99609375}, {"start": 1670.42, "end": 1670.54, "word": " ال", "probability": 0.9736328125}, {"start": 1670.54, "end": 1670.72, "word": " sub", "probability": 0.96044921875}, {"start": 1670.72, "end": 1670.96, "word": " goals", "probability": 0.751953125}, {"start": 1670.96, "end": 1671.36, "word": " تبعتي", "probability": 0.910888671875}, {"start": 1671.36, "end": 1671.86, "word": " مش", "probability": 0.98876953125}, {"start": 1671.86, "end": 1672.32, "word": " موجودة", "probability": 0.98583984375}, {"start": 1672.32, "end": 1672.42, "word": " ك", "probability": 0.9853515625}, {"start": 1672.42, "end": 1672.88, "word": " output", "probability": 0.95654296875}, {"start": 1672.88, "end": 1673.56, "word": " لأي", "probability": 0.9493815104166666}, {"start": 1673.56, "end": 1674.92, "word": " rule،", "probability": 0.68701171875}, {"start": 1674.92, "end": 1675.14, "word": " بده", "probability": 0.526123046875}, {"start": 1675.14, "end": 1675.52, "word": " أطلعلها", "probability": 0.8358561197916666}, {"start": 1675.52, "end": 1675.88, "word": " السؤال", "probability": 0.9490559895833334}], "temperature": 1.0}, {"id": 76, "seek": 168722, "start": 1677.14, "end": 1687.22, "text": "هذه مطلوبة كسؤال بنسأل من خلالها لكن في نفس الوقت طول ما هو ماشي بيشتغل على ال forward .. على ال forward chaining", "tokens": [3224, 24192, 3714, 9566, 1211, 37746, 3660, 9122, 3794, 33604, 6027, 44945, 3794, 10721, 1211, 9154, 16490, 1211, 6027, 11296, 44381, 8978, 8717, 36178, 2423, 30543, 2655, 23032, 12610, 19446, 31439, 3714, 33599, 1829, 4724, 1829, 8592, 2655, 17082, 1211, 15844, 2423, 2128, 4386, 15844, 2423, 2128, 417, 3686], "avg_logprob": -0.11148437842726708, "compression_ratio": 1.3636363636363635, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 1677.14, "end": 1677.52, "word": "هذه", "probability": 0.8779296875}, {"start": 1677.52, "end": 1678.18, "word": " مطلوبة", "probability": 0.92119140625}, {"start": 1678.18, "end": 1678.68, "word": " كسؤال", "probability": 0.9725341796875}, {"start": 1678.68, "end": 1679.7, "word": " بنسأل", "probability": 0.82666015625}, {"start": 1679.7, "end": 1679.8, "word": " من", "probability": 0.9921875}, {"start": 1679.8, "end": 1680.24, "word": " خلالها", "probability": 0.9945068359375}, {"start": 1680.24, "end": 1680.9, "word": " لكن", "probability": 0.64697265625}, {"start": 1680.9, "end": 1681.9, "word": " في", "probability": 0.89306640625}, {"start": 1681.9, "end": 1682.12, "word": " نفس", "probability": 0.997802734375}, {"start": 1682.12, "end": 1682.7, "word": " الوقت", "probability": 0.9894205729166666}, {"start": 1682.7, "end": 1683.16, "word": " طول", "probability": 0.990966796875}, {"start": 1683.16, "end": 1683.26, "word": " ما", "probability": 0.97265625}, {"start": 1683.26, "end": 1683.42, "word": " هو", "probability": 0.9853515625}, {"start": 1683.42, "end": 1683.84, "word": " ماشي", "probability": 0.9593098958333334}, {"start": 1683.84, "end": 1684.34, "word": " بيشتغل", "probability": 0.9608561197916666}, {"start": 1684.34, "end": 1684.44, "word": " على", "probability": 0.744140625}, {"start": 1684.44, "end": 1684.54, "word": " ال", "probability": 0.84228515625}, {"start": 1684.54, "end": 1684.9, "word": " forward", "probability": 0.83251953125}, {"start": 1684.9, "end": 1685.2, "word": " ..", "probability": 0.452392578125}, {"start": 1685.2, "end": 1685.76, "word": " على", "probability": 0.6640625}, {"start": 1685.76, "end": 1685.98, "word": " ال", "probability": 0.93212890625}, {"start": 1685.98, "end": 1686.44, "word": " forward", "probability": 0.94775390625}, {"start": 1686.44, "end": 1687.22, "word": " chaining", "probability": 0.779541015625}], "temperature": 1.0}, {"id": 77, "seek": 170712, "start": 1688.12, "end": 1707.12, "text": "بشكل انتهازي أو كل ما أوتيحت الفرصة .. كل ما أوتيحت الفرصة تمام فهذه ال strategy اللي اشتغل عليها Leonardo عشان يعملنا ال .. ال expert system البسيط فدهو expert system كتير كتير كتير modest و كتير بسيط و مافيش فيه كتير إشكاليات يعني لكن طبعا أكيد", "tokens": [3555, 8592, 28820, 16472, 47395, 31377, 1829, 34051, 28242, 19446, 34051, 31371, 33753, 27188, 2288, 9381, 3660, 4386, 28242, 19446, 34051, 31371, 33753, 27188, 2288, 9381, 3660, 46811, 10943, 6156, 3224, 24192, 2423, 5206, 13672, 1829, 1975, 8592, 2655, 17082, 1211, 25894, 11296, 36523, 6225, 8592, 7649, 7251, 25957, 1211, 8315, 2423, 4386, 2423, 5844, 1185, 29739, 3794, 1829, 9566, 6156, 3215, 3224, 2407, 5844, 1185, 9122, 2655, 13546, 9122, 2655, 13546, 9122, 2655, 13546, 25403, 4032, 9122, 2655, 13546, 4724, 3794, 1829, 9566, 4032, 19446, 41185, 8592, 8978, 3224, 9122, 2655, 13546, 11933, 8592, 4117, 6027, 1829, 9307, 37495, 22653, 44381, 23032, 3555, 3615, 995, 5551, 4117, 25708], "avg_logprob": -0.16789773282679646, "compression_ratio": 1.7837837837837838, "no_speech_prob": 1.0251998901367188e-05, "words": [{"start": 1688.12, "end": 1688.64, "word": "بشكل", "probability": 0.9519856770833334}, {"start": 1688.64, "end": 1689.24, "word": " انتهازي", "probability": 0.91552734375}, {"start": 1689.24, "end": 1689.4, "word": " أو", "probability": 0.6982421875}, {"start": 1689.4, "end": 1689.58, "word": " كل", "probability": 0.96044921875}, {"start": 1689.58, "end": 1689.84, "word": " ما", "probability": 0.88232421875}, {"start": 1689.84, "end": 1690.52, "word": " أوتيحت", "probability": 0.8689778645833334}, {"start": 1690.52, "end": 1691.32, "word": " الفرصة", "probability": 0.994140625}, {"start": 1691.32, "end": 1691.82, "word": " ..", "probability": 0.533203125}, {"start": 1691.82, "end": 1691.96, "word": " كل", "probability": 0.66650390625}, {"start": 1691.96, "end": 1692.08, "word": " ما", "probability": 0.93212890625}, {"start": 1692.08, "end": 1692.44, "word": " أوتيحت", "probability": 0.9918619791666666}, {"start": 1692.44, "end": 1692.96, "word": " الفرصة", "probability": 0.9945068359375}, {"start": 1692.96, "end": 1693.94, "word": " تمام", "probability": 0.71142578125}, {"start": 1693.94, "end": 1694.54, "word": " فهذه", "probability": 0.5901692708333334}, {"start": 1694.54, "end": 1694.72, "word": " ال", "probability": 0.7197265625}, {"start": 1694.72, "end": 1695.06, "word": " strategy", "probability": 0.85595703125}, {"start": 1695.06, "end": 1695.2, "word": " اللي", "probability": 0.84423828125}, {"start": 1695.2, "end": 1695.46, "word": " اشتغل", "probability": 0.91318359375}, {"start": 1695.46, "end": 1695.78, "word": " عليها", "probability": 0.98583984375}, {"start": 1695.78, "end": 1696.32, "word": " Leonardo", "probability": 0.61767578125}, {"start": 1696.32, "end": 1697.16, "word": " عشان", "probability": 0.9611002604166666}, {"start": 1697.16, "end": 1697.68, "word": " يعملنا", "probability": 0.8955078125}, {"start": 1697.68, "end": 1698.28, "word": " ال", "probability": 0.96240234375}, {"start": 1698.28, "end": 1698.36, "word": " ..", "probability": 0.422607421875}, {"start": 1698.36, "end": 1698.6, "word": " ال", "probability": 0.93310546875}, {"start": 1698.6, "end": 1698.9, "word": " expert", "probability": 0.83544921875}, {"start": 1698.9, "end": 1699.3, "word": " system", "probability": 0.97802734375}, {"start": 1699.3, "end": 1699.72, "word": " البسيط", "probability": 0.9820556640625}, {"start": 1699.72, "end": 1700.02, "word": " فدهو", "probability": 0.7630615234375}, {"start": 1700.02, "end": 1700.18, "word": " expert", "probability": 0.76123046875}, {"start": 1700.18, "end": 1700.52, "word": " system", "probability": 0.98486328125}, {"start": 1700.52, "end": 1700.84, "word": " كتير", "probability": 0.9733072916666666}, {"start": 1700.84, "end": 1701.08, "word": " كتير", "probability": 0.8697916666666666}, {"start": 1701.08, "end": 1701.34, "word": " كتير", "probability": 0.92138671875}, {"start": 1701.34, "end": 1701.76, "word": " modest", "probability": 0.79638671875}, {"start": 1701.76, "end": 1701.92, "word": " و", "probability": 0.9443359375}, {"start": 1701.92, "end": 1702.08, "word": " كتير", "probability": 0.7462565104166666}, {"start": 1702.08, "end": 1702.52, "word": " بسيط", "probability": 0.99560546875}, {"start": 1702.52, "end": 1703.12, "word": " و", "probability": 0.96142578125}, {"start": 1703.12, "end": 1703.44, "word": " مافيش", "probability": 0.6868082682291666}, {"start": 1703.44, "end": 1703.58, "word": " فيه", "probability": 0.7685546875}, {"start": 1703.58, "end": 1703.78, "word": " كتير", "probability": 0.8854166666666666}, {"start": 1703.78, "end": 1704.32, "word": " إشكاليات", "probability": 0.9203287760416666}, {"start": 1704.32, "end": 1704.56, "word": " يعني", "probability": 0.790283203125}, {"start": 1704.56, "end": 1705.8, "word": " لكن", "probability": 0.47900390625}, {"start": 1705.8, "end": 1706.72, "word": " طبعا", "probability": 0.980712890625}, {"start": 1706.72, "end": 1707.12, "word": " أكيد", "probability": 0.849609375}], "temperature": 1.0}, {"id": 78, "seek": 173188, "start": 1707.8, "end": 1731.88, "text": "مش دائما بقدر اعتمد عليه ليش؟ لأنه بكل بساطة ادنا هنشوف مثلا مثال هيكون فيه لبس عندي انه انا مضطر ك administrator لمركز التدريب انا اتدخل محتاجين هنكون احنا متدخل لكن لو جينا عملنا flow chart لطبيعة ال goal لإن احنا زي ما قلنا هنشتغل ايش؟ backward .. backward .. backward معناته هي ال goal", "tokens": [2304, 8592, 11778, 16373, 15042, 4724, 28543, 2288, 1975, 34268, 2304, 3215, 47356, 32239, 8592, 22807, 5296, 33456, 3224, 4724, 28820, 4724, 3794, 41193, 3660, 1975, 3215, 8315, 8032, 1863, 8592, 38688, 50113, 15040, 50113, 6027, 39896, 30544, 8978, 3224, 5296, 3555, 3794, 18871, 16254, 16472, 3224, 1975, 8315, 3714, 11242, 9566, 2288, 9122, 25529, 5296, 29973, 4117, 11622, 16712, 3215, 16572, 3555, 1975, 8315, 1975, 2655, 3215, 9778, 1211, 3714, 33753, 26108, 9957, 8032, 1863, 30544, 1975, 5016, 8315, 44650, 3215, 9778, 1211, 44381, 45164, 10874, 1829, 8315, 6225, 42213, 8315, 3095, 6927, 5296, 9566, 21292, 27884, 2423, 3387, 5296, 28814, 1863, 1975, 5016, 8315, 30767, 1829, 19446, 12174, 1211, 8315, 8032, 1863, 8592, 2655, 17082, 1211, 1975, 1829, 8592, 22807, 23897, 4386, 23897, 4386, 23897, 20449, 8315, 47395, 39896, 2423, 3387], "avg_logprob": -0.18481810190784398, "compression_ratio": 1.7259259259259259, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1707.8, "end": 1708.22, "word": "مش", "probability": 0.934326171875}, {"start": 1708.22, "end": 1708.68, "word": " دائما", "probability": 0.9075520833333334}, {"start": 1708.68, "end": 1709.26, "word": " بقدر", "probability": 0.9153645833333334}, {"start": 1709.26, "end": 1710.24, "word": " اعتمد", "probability": 0.8800048828125}, {"start": 1710.24, "end": 1710.48, "word": " عليه", "probability": 0.927734375}, {"start": 1710.48, "end": 1711.26, "word": " ليش؟", "probability": 0.6680501302083334}, {"start": 1711.26, "end": 1711.48, "word": " لأنه", "probability": 0.7732747395833334}, {"start": 1711.48, "end": 1711.7, "word": " بكل", "probability": 0.98388671875}, {"start": 1711.7, "end": 1712.22, "word": " بساطة", "probability": 0.982177734375}, {"start": 1712.22, "end": 1712.8, "word": " ادنا", "probability": 0.4912923177083333}, {"start": 1712.8, "end": 1713.14, "word": " هنشوف", "probability": 0.80694580078125}, {"start": 1713.14, "end": 1713.38, "word": " مثلا", "probability": 0.977294921875}, {"start": 1713.38, "end": 1713.84, "word": " مثال", "probability": 0.896728515625}, {"start": 1713.84, "end": 1714.7, "word": " هيكون", "probability": 0.7081298828125}, {"start": 1714.7, "end": 1714.9, "word": " فيه", "probability": 0.703125}, {"start": 1714.9, "end": 1715.16, "word": " لبس", "probability": 0.9466145833333334}, {"start": 1715.16, "end": 1715.4, "word": " عندي", "probability": 0.895263671875}, {"start": 1715.4, "end": 1715.58, "word": " انه", "probability": 0.66162109375}, {"start": 1715.58, "end": 1715.68, "word": " انا", "probability": 0.756103515625}, {"start": 1715.68, "end": 1716.18, "word": " مضطر", "probability": 0.944580078125}, {"start": 1716.18, "end": 1716.68, "word": " ك", "probability": 0.99462890625}, {"start": 1716.68, "end": 1718.92, "word": " administrator", "probability": 0.6494140625}, {"start": 1718.92, "end": 1720.18, "word": " لمركز", "probability": 0.9737548828125}, {"start": 1720.18, "end": 1720.54, "word": " التدريب", "probability": 0.9925537109375}, {"start": 1720.54, "end": 1720.7, "word": " انا", "probability": 0.846435546875}, {"start": 1720.7, "end": 1721.3, "word": " اتدخل", "probability": 0.89951171875}, {"start": 1721.3, "end": 1722.48, "word": " محتاجين", "probability": 0.935546875}, {"start": 1722.48, "end": 1722.76, "word": " هنكون", "probability": 0.9195963541666666}, {"start": 1722.76, "end": 1722.9, "word": " احنا", "probability": 0.94140625}, {"start": 1722.9, "end": 1723.32, "word": " متدخل", "probability": 0.935302734375}, {"start": 1723.32, "end": 1723.68, "word": " لكن", "probability": 0.779296875}, {"start": 1723.68, "end": 1723.84, "word": " لو", "probability": 0.775390625}, {"start": 1723.84, "end": 1724.06, "word": " جينا", "probability": 0.8821614583333334}, {"start": 1724.06, "end": 1724.5, "word": " عملنا", "probability": 0.8411458333333334}, {"start": 1724.5, "end": 1725.56, "word": " flow", "probability": 0.68603515625}, {"start": 1725.56, "end": 1725.92, "word": " chart", "probability": 0.92236328125}, {"start": 1725.92, "end": 1726.84, "word": " لطبيعة", "probability": 0.9100341796875}, {"start": 1726.84, "end": 1727.02, "word": " ال", "probability": 0.9658203125}, {"start": 1727.02, "end": 1727.16, "word": " goal", "probability": 0.98681640625}, {"start": 1727.16, "end": 1727.4, "word": " لإن", "probability": 0.7486165364583334}, {"start": 1727.4, "end": 1727.56, "word": " احنا", "probability": 0.9324544270833334}, {"start": 1727.56, "end": 1727.78, "word": " زي", "probability": 0.8232421875}, {"start": 1727.78, "end": 1727.86, "word": " ما", "probability": 0.97705078125}, {"start": 1727.86, "end": 1728.04, "word": " قلنا", "probability": 0.9173177083333334}, {"start": 1728.04, "end": 1728.48, "word": " هنشتغل", "probability": 0.8614095052083334}, {"start": 1728.48, "end": 1729.14, "word": " ايش؟", "probability": 0.5970458984375}, {"start": 1729.14, "end": 1729.42, "word": " backward", "probability": 0.61767578125}, {"start": 1729.42, "end": 1729.82, "word": " ..", "probability": 0.4951171875}, {"start": 1729.82, "end": 1730.48, "word": " backward", "probability": 0.76416015625}, {"start": 1730.48, "end": 1730.68, "word": " ..", "probability": 0.76171875}, {"start": 1730.68, "end": 1731.0, "word": " backward", "probability": 0.7626953125}, {"start": 1731.0, "end": 1731.42, "word": " معناته", "probability": 0.9601236979166666}, {"start": 1731.42, "end": 1731.56, "word": " هي", "probability": 0.73193359375}, {"start": 1731.56, "end": 1731.68, "word": " ال", "probability": 0.951171875}, {"start": 1731.68, "end": 1731.88, "word": " goal", "probability": 0.99267578125}], "temperature": 1.0}, {"id": 79, "seek": 176015, "start": 1732.81, "end": 1760.15, "text": "هو ده ال target الأساسي و أنا هبدأ من هنا إيش ال target اللي معاها؟ medium طيب medium بناء على إيش؟ مين اللي أعطاني من ال rules ال conclusions تبعته كانت medium ال rules من 9 ل 14 كانت كلهم النواتج بتاعتهم أو ال conclusions بتاعتهم هي medium فإذا بدي أمسكهم و أشوف ال .. أجدش صار عددهم هدول؟ ال 6 هدول ال 6 rules هدولة إيش ال facts تبعتهم؟", "tokens": [3224, 2407, 11778, 3224, 2423, 3779, 16247, 3794, 32277, 1829, 4032, 41850, 8032, 44510, 10721, 9154, 34105, 11933, 1829, 8592, 2423, 3779, 13672, 1829, 20449, 995, 11296, 22807, 6399, 23032, 1829, 3555, 6399, 44945, 16606, 15844, 11933, 1829, 8592, 22807, 3714, 9957, 13672, 1829, 5551, 3615, 9566, 7649, 1829, 9154, 2423, 4474, 2423, 22865, 6055, 3555, 34268, 3224, 25961, 2655, 6399, 2423, 4474, 9154, 1722, 5296, 3499, 25961, 2655, 28242, 16095, 28239, 2407, 9307, 7435, 39894, 995, 34268, 16095, 34051, 2423, 22865, 39894, 995, 34268, 16095, 39896, 6399, 6156, 28814, 15730, 4724, 16254, 5551, 2304, 3794, 4117, 16095, 4032, 5551, 8592, 38688, 2423, 4386, 5551, 7435, 3215, 8592, 20328, 9640, 6225, 3215, 3215, 16095, 8032, 3215, 12610, 22807, 2423, 1386, 8032, 3215, 12610, 2423, 1386, 4474, 8032, 3215, 12610, 3660, 11933, 1829, 8592, 2423, 9130, 6055, 3555, 34268, 16095, 22807], "avg_logprob": -0.18162677262691743, "compression_ratio": 1.8985507246376812, "no_speech_prob": 0.0, "words": [{"start": 1732.81, "end": 1733.07, "word": "هو", "probability": 0.91796875}, {"start": 1733.07, "end": 1733.21, "word": " ده", "probability": 0.74365234375}, {"start": 1733.21, "end": 1733.29, "word": " ال", "probability": 0.9326171875}, {"start": 1733.29, "end": 1733.51, "word": " target", "probability": 0.9765625}, {"start": 1733.51, "end": 1733.91, "word": " الأساسي", "probability": 0.9544677734375}, {"start": 1733.91, "end": 1733.99, "word": " و", "probability": 0.4716796875}, {"start": 1733.99, "end": 1734.05, "word": " أنا", "probability": 0.78125}, {"start": 1734.05, "end": 1734.31, "word": " هبدأ", "probability": 0.8326822916666666}, {"start": 1734.31, "end": 1734.43, "word": " من", "probability": 0.98583984375}, {"start": 1734.43, "end": 1734.61, "word": " هنا", "probability": 0.9951171875}, {"start": 1734.61, "end": 1735.33, "word": " إيش", "probability": 0.787353515625}, {"start": 1735.33, "end": 1735.45, "word": " ال", "probability": 0.98388671875}, {"start": 1735.45, "end": 1735.71, "word": " target", "probability": 0.984375}, {"start": 1735.71, "end": 1735.89, "word": " اللي", "probability": 0.966064453125}, {"start": 1735.89, "end": 1736.45, "word": " معاها؟", "probability": 0.667724609375}, {"start": 1736.45, "end": 1736.71, "word": " medium", "probability": 0.53466796875}, {"start": 1736.71, "end": 1737.43, "word": " طيب", "probability": 0.9306640625}, {"start": 1737.43, "end": 1738.01, "word": " medium", "probability": 0.55419921875}, {"start": 1738.01, "end": 1739.05, "word": " بناء", "probability": 0.870361328125}, {"start": 1739.05, "end": 1739.29, "word": " على", "probability": 0.54541015625}, {"start": 1739.29, "end": 1739.63, "word": " إيش؟", "probability": 0.83984375}, {"start": 1739.63, "end": 1739.79, "word": " مين", "probability": 0.945556640625}, {"start": 1739.79, "end": 1739.91, "word": " اللي", "probability": 0.9892578125}, {"start": 1739.91, "end": 1740.49, "word": " أعطاني", "probability": 0.79453125}, {"start": 1740.49, "end": 1741.17, "word": " من", "probability": 0.9765625}, {"start": 1741.17, "end": 1741.35, "word": " ال", "probability": 0.98974609375}, {"start": 1741.35, "end": 1741.81, "word": " rules", "probability": 0.82958984375}, {"start": 1741.81, "end": 1742.27, "word": " ال", "probability": 0.74267578125}, {"start": 1742.27, "end": 1742.65, "word": " conclusions", "probability": 0.861328125}, {"start": 1742.65, "end": 1743.01, "word": " تبعته", "probability": 0.8648681640625}, {"start": 1743.01, "end": 1743.25, "word": " كانت", "probability": 0.986328125}, {"start": 1743.25, "end": 1743.55, "word": " medium", "probability": 0.9453125}, {"start": 1743.55, "end": 1744.37, "word": " ال", "probability": 0.96630859375}, {"start": 1744.37, "end": 1744.77, "word": " rules", "probability": 0.86865234375}, {"start": 1744.77, "end": 1745.23, "word": " من", "probability": 0.9873046875}, {"start": 1745.23, "end": 1745.61, "word": " 9", "probability": 0.62255859375}, {"start": 1745.61, "end": 1746.35, "word": " ل", "probability": 0.8271484375}, {"start": 1746.35, "end": 1746.85, "word": " 14", "probability": 0.70703125}, {"start": 1746.85, "end": 1747.33, "word": " كانت", "probability": 0.93017578125}, {"start": 1747.33, "end": 1747.75, "word": " كلهم", "probability": 0.98583984375}, {"start": 1747.75, "end": 1748.35, "word": " النواتج", "probability": 0.8211669921875}, {"start": 1748.35, "end": 1748.71, "word": " بتاعتهم", "probability": 0.83856201171875}, {"start": 1748.71, "end": 1748.85, "word": " أو", "probability": 0.88232421875}, {"start": 1748.85, "end": 1748.95, "word": " ال", "probability": 0.970703125}, {"start": 1748.95, "end": 1749.35, "word": " conclusions", "probability": 0.9375}, {"start": 1749.35, "end": 1749.83, "word": " بتاعتهم", "probability": 0.9737548828125}, {"start": 1749.83, "end": 1750.11, "word": " هي", "probability": 0.90869140625}, {"start": 1750.11, "end": 1750.69, "word": " medium", "probability": 0.9501953125}, {"start": 1750.69, "end": 1751.35, "word": " فإذا", "probability": 0.8942057291666666}, {"start": 1751.35, "end": 1751.69, "word": " بدي", "probability": 0.6796875}, {"start": 1751.69, "end": 1752.29, "word": " أمسكهم", "probability": 0.96708984375}, {"start": 1752.29, "end": 1752.73, "word": " و", "probability": 0.95263671875}, {"start": 1752.73, "end": 1753.85, "word": " أشوف", "probability": 0.97265625}, {"start": 1753.85, "end": 1754.39, "word": " ال", "probability": 0.53759765625}, {"start": 1754.39, "end": 1754.39, "word": " ..", "probability": 0.83447265625}, {"start": 1754.39, "end": 1754.81, "word": " أجدش", "probability": 0.69061279296875}, {"start": 1754.81, "end": 1755.03, "word": " صار", "probability": 0.879150390625}, {"start": 1755.03, "end": 1755.35, "word": " عددهم", "probability": 0.8887939453125}, {"start": 1755.35, "end": 1755.59, "word": " هدول؟", "probability": 0.726318359375}, {"start": 1755.59, "end": 1755.73, "word": " ال", "probability": 0.5048828125}, {"start": 1755.73, "end": 1755.97, "word": " 6", "probability": 0.8740234375}, {"start": 1755.97, "end": 1756.31, "word": " هدول", "probability": 0.98388671875}, {"start": 1756.31, "end": 1756.63, "word": " ال", "probability": 0.389404296875}, {"start": 1756.63, "end": 1756.81, "word": " 6", "probability": 0.912109375}, {"start": 1756.81, "end": 1757.03, "word": " rules", "probability": 0.88525390625}, {"start": 1757.03, "end": 1757.53, "word": " هدولة", "probability": 0.927001953125}, {"start": 1757.53, "end": 1758.05, "word": " إيش", "probability": 0.9099934895833334}, {"start": 1758.05, "end": 1759.19, "word": " ال", "probability": 0.84423828125}, {"start": 1759.19, "end": 1759.53, "word": " facts", "probability": 0.94580078125}, {"start": 1759.53, "end": 1760.15, "word": " تبعتهم؟", "probability": 0.88681640625}], "temperature": 1.0}, {"id": 80, "seek": 178922, "start": 1760.82, "end": 1789.22, "text": "ال facts تبعتهم جينا وجدنا إن كل واحدة منهم إلها three facts أول شغلة محتاجة ال stimulus situation فهذه أصبحت كأنها sub goal ومحتاجة stimulus response sub goal ومحتاجة feedback sub goal طيب نمسك ال feedback ك sub goal هل هو موجود ك conclusion لأي واحدة من ال rules؟ مش موجود معناته هذا ask بتسأل عليه", "tokens": [6027, 9130, 6055, 3555, 34268, 16095, 10874, 1829, 8315, 49610, 3215, 8315, 36145, 28242, 36764, 24401, 3660, 9154, 16095, 11933, 1211, 11296, 1045, 9130, 5551, 12610, 13412, 17082, 37977, 3714, 33753, 26108, 3660, 2423, 21366, 2590, 6156, 3224, 24192, 5551, 9381, 3555, 33753, 9122, 33456, 11296, 1422, 3387, 4032, 2304, 33753, 26108, 3660, 21366, 4134, 1422, 3387, 4032, 2304, 33753, 26108, 3660, 5824, 1422, 3387, 23032, 1829, 3555, 8717, 2304, 3794, 4117, 2423, 5824, 9122, 1422, 3387, 8032, 1211, 31439, 3714, 29245, 23328, 9122, 10063, 5296, 10721, 1829, 36764, 24401, 3660, 9154, 2423, 4474, 22807, 37893, 3714, 29245, 23328, 20449, 8315, 47395, 23758, 1029, 39894, 3794, 10721, 1211, 47356], "avg_logprob": -0.1613636317578229, "compression_ratio": 1.7125984251968505, "no_speech_prob": 1.9073486328125e-06, "words": [{"start": 1760.82, "end": 1761.06, "word": "ال", "probability": 0.9375}, {"start": 1761.06, "end": 1761.28, "word": " facts", "probability": 0.85791015625}, {"start": 1761.28, "end": 1761.74, "word": " تبعتهم", "probability": 0.769775390625}, {"start": 1761.74, "end": 1761.96, "word": " جينا", "probability": 0.67724609375}, {"start": 1761.96, "end": 1762.34, "word": " وجدنا", "probability": 0.8146158854166666}, {"start": 1762.34, "end": 1762.5, "word": " إن", "probability": 0.299072265625}, {"start": 1762.5, "end": 1762.82, "word": " كل", "probability": 0.51416015625}, {"start": 1762.82, "end": 1763.22, "word": " واحدة", "probability": 0.9905598958333334}, {"start": 1763.22, "end": 1763.6, "word": " منهم", "probability": 0.988525390625}, {"start": 1763.6, "end": 1764.08, "word": " إلها", "probability": 0.739013671875}, {"start": 1764.08, "end": 1764.34, "word": " three", "probability": 0.82568359375}, {"start": 1764.34, "end": 1764.82, "word": " facts", "probability": 0.962890625}, {"start": 1764.82, "end": 1767.1, "word": " أول", "probability": 0.916748046875}, {"start": 1767.1, "end": 1767.42, "word": " شغلة", "probability": 0.9140625}, {"start": 1767.42, "end": 1768.04, "word": " محتاجة", "probability": 0.984130859375}, {"start": 1768.04, "end": 1768.24, "word": " ال", "probability": 0.2479248046875}, {"start": 1768.24, "end": 1768.6, "word": " stimulus", "probability": 0.9697265625}, {"start": 1768.6, "end": 1770.06, "word": " situation", "probability": 0.97216796875}, {"start": 1770.06, "end": 1770.74, "word": " فهذه", "probability": 0.7317708333333334}, {"start": 1770.74, "end": 1771.12, "word": " أصبحت", "probability": 0.9635009765625}, {"start": 1771.12, "end": 1771.88, "word": " كأنها", "probability": 0.9239908854166666}, {"start": 1771.88, "end": 1772.38, "word": " sub", "probability": 0.95166015625}, {"start": 1772.38, "end": 1773.26, "word": " goal", "probability": 0.67431640625}, {"start": 1773.26, "end": 1774.54, "word": " ومحتاجة", "probability": 0.93564453125}, {"start": 1774.54, "end": 1774.88, "word": " stimulus", "probability": 0.90869140625}, {"start": 1774.88, "end": 1775.48, "word": " response", "probability": 0.9716796875}, {"start": 1775.48, "end": 1775.92, "word": " sub", "probability": 0.83203125}, {"start": 1775.92, "end": 1776.22, "word": " goal", "probability": 0.9716796875}, {"start": 1776.22, "end": 1777.34, "word": " ومحتاجة", "probability": 0.99150390625}, {"start": 1777.34, "end": 1777.9, "word": " feedback", "probability": 0.8515625}, {"start": 1777.9, "end": 1778.46, "word": " sub", "probability": 0.9658203125}, {"start": 1778.46, "end": 1778.7, "word": " goal", "probability": 0.98046875}, {"start": 1778.7, "end": 1779.42, "word": " طيب", "probability": 0.9251302083333334}, {"start": 1779.42, "end": 1780.28, "word": " نمسك", "probability": 0.91796875}, {"start": 1780.28, "end": 1781.28, "word": " ال", "probability": 0.92236328125}, {"start": 1781.28, "end": 1781.58, "word": " feedback", "probability": 0.76416015625}, {"start": 1781.58, "end": 1782.22, "word": " ك", "probability": 0.9326171875}, {"start": 1782.22, "end": 1782.7, "word": " sub", "probability": 0.734375}, {"start": 1782.7, "end": 1782.9, "word": " goal", "probability": 0.9873046875}, {"start": 1782.9, "end": 1783.24, "word": " هل", "probability": 0.945068359375}, {"start": 1783.24, "end": 1783.38, "word": " هو", "probability": 0.99365234375}, {"start": 1783.38, "end": 1783.96, "word": " موجود", "probability": 0.9791666666666666}, {"start": 1783.96, "end": 1784.52, "word": " ك", "probability": 0.99462890625}, {"start": 1784.52, "end": 1785.18, "word": " conclusion", "probability": 0.93798828125}, {"start": 1785.18, "end": 1785.52, "word": " لأي", "probability": 0.9288736979166666}, {"start": 1785.52, "end": 1785.74, "word": " واحدة", "probability": 0.9947916666666666}, {"start": 1785.74, "end": 1785.88, "word": " من", "probability": 0.99658203125}, {"start": 1785.88, "end": 1785.96, "word": " ال", "probability": 0.97802734375}, {"start": 1785.96, "end": 1786.34, "word": " rules؟", "probability": 0.73779296875}, {"start": 1786.34, "end": 1786.48, "word": " مش", "probability": 0.8203125}, {"start": 1786.48, "end": 1786.86, "word": " موجود", "probability": 0.9894205729166666}, {"start": 1786.86, "end": 1787.22, "word": " معناته", "probability": 0.8548177083333334}, {"start": 1787.22, "end": 1787.4, "word": " هذا", "probability": 0.80078125}, {"start": 1787.4, "end": 1787.76, "word": " ask", "probability": 0.806640625}, {"start": 1787.76, "end": 1789.0, "word": " بتسأل", "probability": 0.719879150390625}, {"start": 1789.0, "end": 1789.22, "word": " عليه", "probability": 0.87060546875}], "temperature": 1.0}, {"id": 81, "seek": 181288, "start": 1790.06, "end": 1812.88, "text": "هذه fact أنا محتاجها لازم نسأل عليها سؤال تمام بالنسبة ل .. نرجع ل .. لل situation .. ال stimulus situation هي تعتبر الآن sub goal sub goal يعني هي المفروض conclusion هل موجودة conclusion في واحدة من ال rules؟ اه موجودة في ال rules من واحد لاربع تمام من واحد لاربع عشان أحققها", "tokens": [3224, 24192, 1186, 41850, 3714, 33753, 26108, 11296, 5296, 31377, 2304, 8717, 3794, 10721, 1211, 25894, 11296, 8608, 33604, 6027, 46811, 10943, 20666, 1863, 35457, 3660, 5296, 4386, 8717, 47341, 3615, 5296, 4386, 24976, 2590, 4386, 2423, 21366, 2590, 39896, 6055, 34268, 26890, 6024, 48506, 1422, 3387, 1422, 3387, 37495, 22653, 39896, 9673, 5172, 32887, 11242, 10063, 8032, 1211, 3714, 29245, 23328, 3660, 10063, 8978, 36764, 24401, 3660, 9154, 2423, 4474, 22807, 1975, 3224, 3714, 29245, 23328, 3660, 8978, 2423, 4474, 9154, 36764, 24401, 5296, 9640, 3555, 3615, 46811, 10943, 9154, 36764, 24401, 5296, 9640, 3555, 3615, 6225, 8592, 7649, 5551, 5016, 4587, 4587, 11296], "avg_logprob": -0.14932193705495797, "compression_ratio": 1.798283261802575, "no_speech_prob": 2.562999725341797e-06, "words": [{"start": 1790.06, "end": 1790.36, "word": "هذه", "probability": 0.50439453125}, {"start": 1790.36, "end": 1790.56, "word": " fact", "probability": 0.28662109375}, {"start": 1790.56, "end": 1790.72, "word": " أنا", "probability": 0.65234375}, {"start": 1790.72, "end": 1791.24, "word": " محتاجها", "probability": 0.9945068359375}, {"start": 1791.24, "end": 1792.04, "word": " لازم", "probability": 0.9078776041666666}, {"start": 1792.04, "end": 1792.32, "word": " نسأل", "probability": 0.9822998046875}, {"start": 1792.32, "end": 1792.52, "word": " عليها", "probability": 0.98486328125}, {"start": 1792.52, "end": 1792.86, "word": " سؤال", "probability": 0.99365234375}, {"start": 1792.86, "end": 1793.48, "word": " تمام", "probability": 0.78173828125}, {"start": 1793.48, "end": 1794.34, "word": " بالنسبة", "probability": 0.9364013671875}, {"start": 1794.34, "end": 1794.48, "word": " ل", "probability": 0.7490234375}, {"start": 1794.48, "end": 1794.76, "word": " ..", "probability": 0.63671875}, {"start": 1794.76, "end": 1795.56, "word": " نرجع", "probability": 0.9375}, {"start": 1795.56, "end": 1795.72, "word": " ل", "probability": 0.6201171875}, {"start": 1795.72, "end": 1795.82, "word": " ..", "probability": 0.51513671875}, {"start": 1795.82, "end": 1796.0, "word": " لل", "probability": 0.4130859375}, {"start": 1796.0, "end": 1796.5, "word": " situation", "probability": 0.97802734375}, {"start": 1796.5, "end": 1796.82, "word": " ..", "probability": 0.56787109375}, {"start": 1796.82, "end": 1797.3, "word": " ال", "probability": 0.7880859375}, {"start": 1797.3, "end": 1797.66, "word": " stimulus", "probability": 0.92138671875}, {"start": 1797.66, "end": 1798.58, "word": " situation", "probability": 0.986328125}, {"start": 1798.58, "end": 1800.08, "word": " هي", "probability": 0.86767578125}, {"start": 1800.08, "end": 1800.7, "word": " تعتبر", "probability": 0.9544270833333334}, {"start": 1800.7, "end": 1801.3, "word": " الآن", "probability": 0.6488037109375}, {"start": 1801.3, "end": 1801.96, "word": " sub", "probability": 0.91162109375}, {"start": 1801.96, "end": 1802.3, "word": " goal", "probability": 0.64013671875}, {"start": 1802.3, "end": 1803.06, "word": " sub", "probability": 0.791015625}, {"start": 1803.06, "end": 1803.24, "word": " goal", "probability": 0.98583984375}, {"start": 1803.24, "end": 1803.42, "word": " يعني", "probability": 0.952880859375}, {"start": 1803.42, "end": 1803.56, "word": " هي", "probability": 0.884765625}, {"start": 1803.56, "end": 1803.86, "word": " المفروض", "probability": 0.9947509765625}, {"start": 1803.86, "end": 1804.38, "word": " conclusion", "probability": 0.9375}, {"start": 1804.38, "end": 1805.34, "word": " هل", "probability": 0.9599609375}, {"start": 1805.34, "end": 1805.76, "word": " موجودة", "probability": 0.9881591796875}, {"start": 1805.76, "end": 1806.14, "word": " conclusion", "probability": 0.943359375}, {"start": 1806.14, "end": 1806.34, "word": " في", "probability": 0.9677734375}, {"start": 1806.34, "end": 1806.6, "word": " واحدة", "probability": 0.9915364583333334}, {"start": 1806.6, "end": 1806.7, "word": " من", "probability": 0.9970703125}, {"start": 1806.7, "end": 1806.8, "word": " ال", "probability": 0.9833984375}, {"start": 1806.8, "end": 1807.12, "word": " rules؟", "probability": 0.763916015625}, {"start": 1807.12, "end": 1807.22, "word": " اه", "probability": 0.722900390625}, {"start": 1807.22, "end": 1807.64, "word": " موجودة", "probability": 0.979248046875}, {"start": 1807.64, "end": 1807.8, "word": " في", "probability": 0.98681640625}, {"start": 1807.8, "end": 1808.04, "word": " ال", "probability": 0.779296875}, {"start": 1808.04, "end": 1808.26, "word": " rules", "probability": 0.8828125}, {"start": 1808.26, "end": 1808.44, "word": " من", "probability": 0.9892578125}, {"start": 1808.44, "end": 1808.78, "word": " واحد", "probability": 0.781982421875}, {"start": 1808.78, "end": 1809.24, "word": " لاربع", "probability": 0.8402099609375}, {"start": 1809.24, "end": 1810.38, "word": " تمام", "probability": 0.97216796875}, {"start": 1810.38, "end": 1810.76, "word": " من", "probability": 0.473388671875}, {"start": 1810.76, "end": 1811.08, "word": " واحد", "probability": 0.986328125}, {"start": 1811.08, "end": 1811.66, "word": " لاربع", "probability": 0.9754638671875}, {"start": 1811.66, "end": 1812.16, "word": " عشان", "probability": 0.9689127604166666}, {"start": 1812.16, "end": 1812.88, "word": " أحققها", "probability": 0.89296875}], "temperature": 1.0}, {"id": 82, "seek": 183187, "start": 1813.71, "end": 1831.87, "text": "و أروح أستخدمها لل goal الرئيسي، إيش محتاجة؟ محتاجة ال environment طيب ال environment هذه، هل هي موجودة conclusion لأي rule؟ مافيش، بقى أنتوا بدنا نسأل عنها طيب نفس الكلام ل ال response، في عندي ال rules من خمسة", "tokens": [2407, 5551, 32887, 5016, 5551, 14851, 9778, 40448, 11296, 24976, 3387, 34892, 19986, 1829, 3794, 1829, 12399, 11933, 1829, 8592, 3714, 33753, 26108, 3660, 22807, 3714, 33753, 26108, 3660, 2423, 2823, 23032, 1829, 3555, 2423, 2823, 29538, 12399, 8032, 1211, 39896, 3714, 29245, 23328, 3660, 10063, 5296, 10721, 1829, 4978, 22807, 19446, 41185, 8592, 12399, 4724, 4587, 7578, 14739, 2655, 14407, 47525, 8315, 8717, 3794, 10721, 1211, 18871, 11296, 23032, 1829, 3555, 8717, 36178, 2423, 28820, 10943, 5296, 2423, 4134, 12399, 8978, 18871, 16254, 2423, 4474, 9154, 16490, 2304, 3794, 3660], "avg_logprob": -0.18783966824412346, "compression_ratio": 1.5467289719626167, "no_speech_prob": 5.185604095458984e-06, "words": [{"start": 1813.71, "end": 1813.93, "word": "و", "probability": 0.68994140625}, {"start": 1813.93, "end": 1814.31, "word": " أروح", "probability": 0.8080240885416666}, {"start": 1814.31, "end": 1815.59, "word": " أستخدمها", "probability": 0.93076171875}, {"start": 1815.59, "end": 1815.85, "word": " لل", "probability": 0.88671875}, {"start": 1815.85, "end": 1816.95, "word": " goal", "probability": 0.4873046875}, {"start": 1816.95, "end": 1817.83, "word": " الرئيسي،", "probability": 0.879638671875}, {"start": 1817.83, "end": 1818.23, "word": " إيش", "probability": 0.8411458333333334}, {"start": 1818.23, "end": 1818.77, "word": " محتاجة؟", "probability": 0.91708984375}, {"start": 1818.77, "end": 1819.37, "word": " محتاجة", "probability": 0.9901123046875}, {"start": 1819.37, "end": 1819.51, "word": " ال", "probability": 0.8544921875}, {"start": 1819.51, "end": 1819.97, "word": " environment", "probability": 0.966796875}, {"start": 1819.97, "end": 1821.25, "word": " طيب", "probability": 0.9344075520833334}, {"start": 1821.25, "end": 1821.65, "word": " ال", "probability": 0.8720703125}, {"start": 1821.65, "end": 1822.05, "word": " environment", "probability": 0.9736328125}, {"start": 1822.05, "end": 1822.79, "word": " هذه،", "probability": 0.5145263671875}, {"start": 1822.79, "end": 1823.01, "word": " هل", "probability": 0.987060546875}, {"start": 1823.01, "end": 1823.13, "word": " هي", "probability": 0.94921875}, {"start": 1823.13, "end": 1823.51, "word": " موجودة", "probability": 0.992919921875}, {"start": 1823.51, "end": 1823.93, "word": " conclusion", "probability": 0.9345703125}, {"start": 1823.93, "end": 1824.55, "word": " لأي", "probability": 0.89453125}, {"start": 1824.55, "end": 1824.95, "word": " rule؟", "probability": 0.923095703125}, {"start": 1824.95, "end": 1825.53, "word": " مافيش،", "probability": 0.8472900390625}, {"start": 1825.53, "end": 1825.63, "word": " بقى", "probability": 0.5867919921875}, {"start": 1825.63, "end": 1825.81, "word": " أنتوا", "probability": 0.5321044921875}, {"start": 1825.81, "end": 1825.97, "word": " بدنا", "probability": 0.938232421875}, {"start": 1825.97, "end": 1826.27, "word": " نسأل", "probability": 0.9771728515625}, {"start": 1826.27, "end": 1826.85, "word": " عنها", "probability": 0.986328125}, {"start": 1826.85, "end": 1828.33, "word": " طيب", "probability": 0.9591471354166666}, {"start": 1828.33, "end": 1828.73, "word": " نفس", "probability": 0.771240234375}, {"start": 1828.73, "end": 1829.15, "word": " الكلام", "probability": 0.9661458333333334}, {"start": 1829.15, "end": 1829.33, "word": " ل", "probability": 0.481689453125}, {"start": 1829.33, "end": 1829.51, "word": " ال", "probability": 0.82373046875}, {"start": 1829.51, "end": 1830.39, "word": " response،", "probability": 0.903076171875}, {"start": 1830.39, "end": 1830.49, "word": " في", "probability": 0.8076171875}, {"start": 1830.49, "end": 1830.69, "word": " عندي", "probability": 0.81640625}, {"start": 1830.69, "end": 1830.95, "word": " ال", "probability": 0.480224609375}, {"start": 1830.95, "end": 1831.17, "word": " rules", "probability": 0.86279296875}, {"start": 1831.17, "end": 1831.33, "word": " من", "probability": 0.99658203125}, {"start": 1831.33, "end": 1831.87, "word": " خمسة", "probability": 0.9486083984375}], "temperature": 1.0}, {"id": 83, "seek": 185113, "start": 1832.91, "end": 1851.13, "text": "لتمانية محتاجة ال job طيب ال job موجودة كهي response أو هي conclusion حقيقة لأ فإذا بضطر أسأل عنها جينا في المحصلة وجدنا أن في عندي تلات أسئلة هم هدولة اللي من خلال ال user interface بدنا نسأل عنهم", "tokens": [1211, 39237, 7649, 10632, 3714, 33753, 26108, 3660, 2423, 1691, 23032, 1829, 3555, 2423, 1691, 3714, 29245, 23328, 3660, 9122, 3224, 1829, 4134, 34051, 39896, 10063, 11331, 38436, 28671, 5296, 10721, 6156, 28814, 15730, 4724, 11242, 9566, 2288, 5551, 3794, 10721, 1211, 18871, 11296, 10874, 1829, 8315, 8978, 9673, 5016, 36520, 3660, 49610, 3215, 8315, 14739, 8978, 18871, 16254, 6055, 1211, 9307, 5551, 3794, 19986, 37977, 8032, 2304, 8032, 3215, 12610, 3660, 13672, 1829, 9154, 16490, 1211, 6027, 2423, 4195, 9226, 47525, 8315, 8717, 3794, 10721, 1211, 18871, 16095], "avg_logprob": -0.1746527729762925, "compression_ratio": 1.5637254901960784, "no_speech_prob": 7.748603820800781e-07, "words": [{"start": 1832.9099999999999, "end": 1833.59, "word": "لتمانية", "probability": 0.612060546875}, {"start": 1833.59, "end": 1834.27, "word": " محتاجة", "probability": 0.9345703125}, {"start": 1834.27, "end": 1834.33, "word": " ال", "probability": 0.61376953125}, {"start": 1834.33, "end": 1834.55, "word": " job", "probability": 0.939453125}, {"start": 1834.55, "end": 1835.43, "word": " طيب", "probability": 0.8225911458333334}, {"start": 1835.43, "end": 1835.63, "word": " ال", "probability": 0.90771484375}, {"start": 1835.63, "end": 1835.85, "word": " job", "probability": 0.98779296875}, {"start": 1835.85, "end": 1836.63, "word": " موجودة", "probability": 0.984130859375}, {"start": 1836.63, "end": 1837.79, "word": " كهي", "probability": 0.7666015625}, {"start": 1837.79, "end": 1838.39, "word": " response", "probability": 0.33935546875}, {"start": 1838.39, "end": 1838.93, "word": " أو", "probability": 0.40283203125}, {"start": 1838.93, "end": 1839.29, "word": " هي", "probability": 0.85400390625}, {"start": 1839.29, "end": 1841.09, "word": " conclusion", "probability": 0.8974609375}, {"start": 1841.09, "end": 1842.05, "word": " حقيقة", "probability": 0.76904296875}, {"start": 1842.05, "end": 1842.35, "word": " لأ", "probability": 0.89013671875}, {"start": 1842.35, "end": 1842.69, "word": " فإذا", "probability": 0.7550455729166666}, {"start": 1842.69, "end": 1842.99, "word": " بضطر", "probability": 0.91748046875}, {"start": 1842.99, "end": 1843.31, "word": " أسأل", "probability": 0.8802490234375}, {"start": 1843.31, "end": 1843.65, "word": " عنها", "probability": 0.99609375}, {"start": 1843.65, "end": 1844.25, "word": " جينا", "probability": 0.85546875}, {"start": 1844.25, "end": 1844.41, "word": " في", "probability": 0.9228515625}, {"start": 1844.41, "end": 1845.05, "word": " المحصلة", "probability": 0.8748779296875}, {"start": 1845.05, "end": 1845.39, "word": " وجدنا", "probability": 0.8917643229166666}, {"start": 1845.39, "end": 1845.49, "word": " أن", "probability": 0.474609375}, {"start": 1845.49, "end": 1845.63, "word": " في", "probability": 0.7314453125}, {"start": 1845.63, "end": 1845.83, "word": " عندي", "probability": 0.903076171875}, {"start": 1845.83, "end": 1846.07, "word": " تلات", "probability": 0.7840169270833334}, {"start": 1846.07, "end": 1846.55, "word": " أسئلة", "probability": 0.9608154296875}, {"start": 1846.55, "end": 1847.21, "word": " هم", "probability": 0.962890625}, {"start": 1847.21, "end": 1848.03, "word": " هدولة", "probability": 0.9599609375}, {"start": 1848.03, "end": 1848.29, "word": " اللي", "probability": 0.95166015625}, {"start": 1848.29, "end": 1848.41, "word": " من", "probability": 0.99755859375}, {"start": 1848.41, "end": 1848.85, "word": " خلال", "probability": 0.9931640625}, {"start": 1848.85, "end": 1849.21, "word": " ال", "probability": 0.8720703125}, {"start": 1849.21, "end": 1849.53, "word": " user", "probability": 0.9794921875}, {"start": 1849.53, "end": 1850.23, "word": " interface", "probability": 0.931640625}, {"start": 1850.23, "end": 1850.59, "word": " بدنا", "probability": 0.607421875}, {"start": 1850.59, "end": 1850.83, "word": " نسأل", "probability": 0.9879150390625}, {"start": 1850.83, "end": 1851.13, "word": " عنهم", "probability": 0.9736328125}], "temperature": 1.0}, {"id": 84, "seek": 187305, "start": 1851.79, "end": 1873.05, "text": "التلاتة من خلال ال user interface متذكرين لما اتكلمنا عن ال flow chart ككل و قولنا انه في ال user interface فهنا بده يعطيني الثلاثة inputs هدول يجاوبلنا على التلات أسئلة عشان بعد هيك ال system كله يكمل شغله و يطلع ليه بال goal النهائي أو ال medium أو ال medium", "tokens": [6027, 2655, 1211, 9307, 3660, 9154, 16490, 1211, 6027, 2423, 4195, 9226, 44650, 8848, 37983, 9957, 5296, 15042, 1975, 2655, 4117, 19528, 8315, 18871, 2423, 3095, 6927, 9122, 28820, 4032, 12174, 12610, 8315, 16472, 3224, 8978, 2423, 4195, 9226, 6156, 3224, 8315, 47525, 3224, 37495, 9566, 9957, 1829, 6024, 104, 1211, 5718, 104, 3660, 15743, 8032, 3215, 12610, 7251, 7435, 995, 37746, 1211, 8315, 15844, 16712, 1211, 9307, 5551, 3794, 19986, 37977, 6225, 8592, 7649, 39182, 39896, 4117, 2423, 1185, 28242, 3224, 7251, 24793, 1211, 13412, 17082, 43761, 4032, 7251, 9566, 1211, 3615, 32239, 3224, 20666, 3387, 28239, 3224, 16373, 1829, 34051, 2423, 6399, 34051, 2423, 6399], "avg_logprob": -0.1337528988994934, "compression_ratio": 1.6612244897959183, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1851.79, "end": 1852.29, "word": "التلاتة", "probability": 0.90771484375}, {"start": 1852.29, "end": 1852.39, "word": " من", "probability": 0.63427734375}, {"start": 1852.39, "end": 1852.69, "word": " خلال", "probability": 0.9918619791666666}, {"start": 1852.69, "end": 1852.93, "word": " ال", "probability": 0.81787109375}, {"start": 1852.93, "end": 1853.13, "word": " user", "probability": 0.8896484375}, {"start": 1853.13, "end": 1853.75, "word": " interface", "probability": 0.89111328125}, {"start": 1853.75, "end": 1854.57, "word": " متذكرين", "probability": 0.7498779296875}, {"start": 1854.57, "end": 1854.65, "word": " لما", "probability": 0.799072265625}, {"start": 1854.65, "end": 1855.11, "word": " اتكلمنا", "probability": 0.89853515625}, {"start": 1855.11, "end": 1855.31, "word": " عن", "probability": 0.9921875}, {"start": 1855.31, "end": 1856.03, "word": " ال", "probability": 0.92431640625}, {"start": 1856.03, "end": 1856.43, "word": " flow", "probability": 0.7138671875}, {"start": 1856.43, "end": 1856.75, "word": " chart", "probability": 0.87060546875}, {"start": 1856.75, "end": 1857.15, "word": " ككل", "probability": 0.938720703125}, {"start": 1857.15, "end": 1857.55, "word": " و", "probability": 0.91796875}, {"start": 1857.55, "end": 1857.81, "word": " قولنا", "probability": 0.7071940104166666}, {"start": 1857.81, "end": 1857.99, "word": " انه", "probability": 0.760009765625}, {"start": 1857.99, "end": 1858.11, "word": " في", "probability": 0.92138671875}, {"start": 1858.11, "end": 1858.33, "word": " ال", "probability": 0.6982421875}, {"start": 1858.33, "end": 1859.51, "word": " user", "probability": 0.7958984375}, {"start": 1859.51, "end": 1860.03, "word": " interface", "probability": 0.908203125}, {"start": 1860.03, "end": 1860.43, "word": " فهنا", "probability": 0.9524739583333334}, {"start": 1860.43, "end": 1860.97, "word": " بده", "probability": 0.751708984375}, {"start": 1860.97, "end": 1861.35, "word": " يعطيني", "probability": 0.854248046875}, {"start": 1861.35, "end": 1862.01, "word": " الثلاثة", "probability": 0.9464518229166666}, {"start": 1862.01, "end": 1862.81, "word": " inputs", "probability": 0.8359375}, {"start": 1862.81, "end": 1863.27, "word": " هدول", "probability": 0.9363606770833334}, {"start": 1863.27, "end": 1864.67, "word": " يجاوبلنا", "probability": 0.9125162760416666}, {"start": 1864.67, "end": 1864.81, "word": " على", "probability": 0.7265625}, {"start": 1864.81, "end": 1865.19, "word": " التلات", "probability": 0.8714192708333334}, {"start": 1865.19, "end": 1866.45, "word": " أسئلة", "probability": 0.84832763671875}, {"start": 1866.45, "end": 1866.75, "word": " عشان", "probability": 0.9560546875}, {"start": 1866.75, "end": 1866.95, "word": " بعد", "probability": 0.90966796875}, {"start": 1866.95, "end": 1867.13, "word": " هيك", "probability": 0.95703125}, {"start": 1867.13, "end": 1867.25, "word": " ال", "probability": 0.97265625}, {"start": 1867.25, "end": 1867.53, "word": " system", "probability": 0.98046875}, {"start": 1867.53, "end": 1867.83, "word": " كله", "probability": 0.905029296875}, {"start": 1867.83, "end": 1868.23, "word": " يكمل", "probability": 0.9850260416666666}, {"start": 1868.23, "end": 1868.63, "word": " شغله", "probability": 0.9894205729166666}, {"start": 1868.63, "end": 1868.91, "word": " و", "probability": 0.99365234375}, {"start": 1868.91, "end": 1869.17, "word": " يطلع", "probability": 0.9803466796875}, {"start": 1869.17, "end": 1869.79, "word": " ليه", "probability": 0.929443359375}, {"start": 1869.79, "end": 1870.41, "word": " بال", "probability": 0.77197265625}, {"start": 1870.41, "end": 1870.65, "word": " goal", "probability": 0.97998046875}, {"start": 1870.65, "end": 1871.17, "word": " النهائي", "probability": 0.97998046875}, {"start": 1871.17, "end": 1871.39, "word": " أو", "probability": 0.56005859375}, {"start": 1871.39, "end": 1871.71, "word": " ال", "probability": 0.966796875}, {"start": 1871.71, "end": 1872.11, "word": " medium", "probability": 0.9462890625}, {"start": 1872.11, "end": 1872.59, "word": " أو", "probability": 0.7333984375}, {"start": 1872.59, "end": 1872.77, "word": " ال", "probability": 0.9443359375}, {"start": 1872.77, "end": 1873.05, "word": " medium", "probability": 0.9541015625}], "temperature": 1.0}, {"id": 85, "seek": 190120, "start": 1877.26, "end": 1901.2, "text": "لعندي الآن بالظبط ما .. ماوجدنهاش لأنه العدد جليل، يعني أنت بتتكلم عن حوالي اربعتاشر rules، اربعتاشر rules مش كتير كبيرة، مش هالحجم الكبير يعني، الآن لو أجينا عملنا dialogue و قولنا إنه بدنا نسأل على التلت أسئلة هدول، هاي السؤال الأول، بدنا نتكلم عن ال environment، السؤال التاني، بدنا نتكلم عن المفروض ال job، مش هيك؟ أه", "tokens": [1211, 3615, 1863, 16254, 6024, 48506, 20666, 19913, 3555, 9566, 19446, 4386, 19446, 29245, 3215, 1863, 3224, 33599, 5296, 33456, 3224, 18863, 3215, 3215, 10874, 20292, 1211, 12399, 37495, 22653, 14739, 2655, 39894, 2655, 4117, 19528, 18871, 11331, 2407, 6027, 1829, 1975, 25513, 34268, 33599, 2288, 4474, 12399, 1975, 25513, 34268, 33599, 2288, 4474, 37893, 9122, 2655, 13546, 9122, 3555, 48923, 12399, 37893, 8032, 6027, 5016, 7435, 2304, 33251, 3555, 13546, 37495, 22653, 12399, 6024, 48506, 45164, 5551, 7435, 1829, 8315, 6225, 42213, 8315, 10221, 4032, 12174, 12610, 8315, 36145, 3224, 47525, 8315, 8717, 3794, 10721, 1211, 15844, 16712, 1211, 2655, 5551, 3794, 19986, 37977, 8032, 3215, 12610, 12399, 8032, 47302, 21136, 33604, 6027, 16247, 12610, 12399, 47525, 8315, 8717, 2655, 4117, 19528, 18871, 2423, 2823, 12399, 21136, 33604, 6027, 16712, 7649, 1829, 12399, 47525, 8315, 8717, 2655, 4117, 19528, 18871, 9673, 5172, 32887, 11242, 2423, 1691, 12399, 37893, 39896, 4117, 22807, 5551, 3224], "avg_logprob": -0.1585685505021003, "compression_ratio": 1.9469964664310955, "no_speech_prob": 0.0, "words": [{"start": 1877.26, "end": 1877.7, "word": "لعندي", "probability": 0.793212890625}, {"start": 1877.7, "end": 1877.86, "word": " الآن", "probability": 0.642822265625}, {"start": 1877.86, "end": 1878.26, "word": " بالظبط", "probability": 0.929931640625}, {"start": 1878.26, "end": 1878.5, "word": " ما", "probability": 0.67626953125}, {"start": 1878.5, "end": 1878.58, "word": " ..", "probability": 0.5849609375}, {"start": 1878.58, "end": 1879.48, "word": " ماوجدنهاش", "probability": 0.8863932291666666}, {"start": 1879.48, "end": 1879.96, "word": " لأنه", "probability": 0.8746744791666666}, {"start": 1879.96, "end": 1880.48, "word": " العدد", "probability": 0.93115234375}, {"start": 1880.48, "end": 1881.24, "word": " جليل،", "probability": 0.80841064453125}, {"start": 1881.24, "end": 1881.36, "word": " يعني", "probability": 0.94140625}, {"start": 1881.36, "end": 1881.46, "word": " أنت", "probability": 0.741455078125}, {"start": 1881.46, "end": 1881.72, "word": " بتتكلم", "probability": 0.9532470703125}, {"start": 1881.72, "end": 1881.86, "word": " عن", "probability": 0.9443359375}, {"start": 1881.86, "end": 1882.14, "word": " حوالي", "probability": 0.9620361328125}, {"start": 1882.14, "end": 1882.6, "word": " اربعتاشر", "probability": 0.71279296875}, {"start": 1882.6, "end": 1883.5, "word": " rules،", "probability": 0.75927734375}, {"start": 1883.5, "end": 1884.0, "word": " اربعتاشر", "probability": 0.93798828125}, {"start": 1884.0, "end": 1884.16, "word": " rules", "probability": 0.875}, {"start": 1884.16, "end": 1884.34, "word": " مش", "probability": 0.98876953125}, {"start": 1884.34, "end": 1884.62, "word": " كتير", "probability": 0.9148763020833334}, {"start": 1884.62, "end": 1885.36, "word": " كبيرة،", "probability": 0.9403076171875}, {"start": 1885.36, "end": 1885.92, "word": " مش", "probability": 0.97998046875}, {"start": 1885.92, "end": 1886.46, "word": " هالحجم", "probability": 0.89423828125}, {"start": 1886.46, "end": 1886.9, "word": " الكبير", "probability": 0.9638671875}, {"start": 1886.9, "end": 1887.98, "word": " يعني،", "probability": 0.78173828125}, {"start": 1887.98, "end": 1888.32, "word": " الآن", "probability": 0.67138671875}, {"start": 1888.32, "end": 1888.78, "word": " لو", "probability": 0.96826171875}, {"start": 1888.78, "end": 1889.06, "word": " أجينا", "probability": 0.70721435546875}, {"start": 1889.06, "end": 1889.44, "word": " عملنا", "probability": 0.9430338541666666}, {"start": 1889.44, "end": 1890.34, "word": " dialogue", "probability": 0.7314453125}, {"start": 1890.34, "end": 1890.88, "word": " و", "probability": 0.865234375}, {"start": 1890.88, "end": 1891.12, "word": " قولنا", "probability": 0.7427571614583334}, {"start": 1891.12, "end": 1891.24, "word": " إنه", "probability": 0.791015625}, {"start": 1891.24, "end": 1891.44, "word": " بدنا", "probability": 0.907958984375}, {"start": 1891.44, "end": 1891.68, "word": " نسأل", "probability": 0.9869384765625}, {"start": 1891.68, "end": 1891.84, "word": " على", "probability": 0.6845703125}, {"start": 1891.84, "end": 1892.16, "word": " التلت", "probability": 0.7814127604166666}, {"start": 1892.16, "end": 1892.48, "word": " أسئلة", "probability": 0.9752197265625}, {"start": 1892.48, "end": 1893.14, "word": " هدول،", "probability": 0.958984375}, {"start": 1893.14, "end": 1893.32, "word": " هاي", "probability": 0.764404296875}, {"start": 1893.32, "end": 1893.94, "word": " السؤال", "probability": 0.9912109375}, {"start": 1893.94, "end": 1894.3, "word": " الأول،", "probability": 0.792236328125}, {"start": 1894.3, "end": 1894.42, "word": " بدنا", "probability": 0.9541015625}, {"start": 1894.42, "end": 1894.64, "word": " نتكلم", "probability": 0.9930419921875}, {"start": 1894.64, "end": 1894.82, "word": " عن", "probability": 0.9912109375}, {"start": 1894.82, "end": 1894.92, "word": " ال", "probability": 0.88623046875}, {"start": 1894.92, "end": 1896.58, "word": " environment،", "probability": 0.9140625}, {"start": 1896.58, "end": 1896.94, "word": " السؤال", "probability": 0.9803059895833334}, {"start": 1896.94, "end": 1898.52, "word": " التاني،", "probability": 0.8489990234375}, {"start": 1898.52, "end": 1898.94, "word": " بدنا", "probability": 0.971435546875}, {"start": 1898.94, "end": 1899.34, "word": " نتكلم", "probability": 0.99658203125}, {"start": 1899.34, "end": 1899.54, "word": " عن", "probability": 0.99462890625}, {"start": 1899.54, "end": 1899.92, "word": " المفروض", "probability": 0.9932861328125}, {"start": 1899.92, "end": 1900.08, "word": " ال", "probability": 0.9375}, {"start": 1900.08, "end": 1900.6, "word": " job،", "probability": 0.83203125}, {"start": 1900.6, "end": 1900.78, "word": " مش", "probability": 0.97900390625}, {"start": 1900.78, "end": 1901.06, "word": " هيك؟", "probability": 0.74609375}, {"start": 1901.06, "end": 1901.2, "word": " أه", "probability": 0.75732421875}], "temperature": 1.0}, {"id": 86, "seek": 192795, "start": 1902.99, "end": 1927.95, "text": "وبعدين بدنا نتكلم في ال .. ال feedback هاي التلاتة اللي محتاجينهم هنا جالي illustrations هنا جالي drawing okay شكلها كويسة ماشية طيب محتاج ال feedback جالي required حقيقة مافيش ولا rule من ال rules اللي هو من 9 ل 14 بتحقق التلاتة دول مع بعض", "tokens": [37746, 22488, 9957, 47525, 8315, 8717, 2655, 4117, 19528, 8978, 2423, 4386, 2423, 5824, 8032, 47302, 16712, 1211, 9307, 3660, 13672, 1829, 3714, 33753, 26108, 9957, 16095, 34105, 10874, 6027, 1829, 34540, 34105, 10874, 6027, 1829, 6316, 1392, 13412, 28820, 11296, 9122, 45865, 3794, 3660, 3714, 33599, 10632, 23032, 1829, 3555, 3714, 33753, 26108, 2423, 5824, 10874, 6027, 1829, 4739, 11331, 38436, 28671, 19446, 41185, 8592, 49429, 4978, 9154, 2423, 4474, 13672, 1829, 31439, 9154, 1722, 5296, 3499, 39894, 5016, 4587, 4587, 16712, 1211, 9307, 3660, 11778, 12610, 20449, 45030, 11242], "avg_logprob": -0.14461616216146428, "compression_ratio": 1.6577777777777778, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1902.99, "end": 1903.49, "word": "وبعدين", "probability": 0.85302734375}, {"start": 1903.49, "end": 1903.75, "word": " بدنا", "probability": 0.938232421875}, {"start": 1903.75, "end": 1904.17, "word": " نتكلم", "probability": 0.9931640625}, {"start": 1904.17, "end": 1904.43, "word": " في", "probability": 0.92041015625}, {"start": 1904.43, "end": 1904.81, "word": " ال", "probability": 0.96044921875}, {"start": 1904.81, "end": 1905.11, "word": " ..", "probability": 0.34326171875}, {"start": 1905.11, "end": 1905.73, "word": " ال", "probability": 0.89013671875}, {"start": 1905.73, "end": 1906.27, "word": " feedback", "probability": 0.89892578125}, {"start": 1906.27, "end": 1907.29, "word": " هاي", "probability": 0.653564453125}, {"start": 1907.29, "end": 1907.67, "word": " التلاتة", "probability": 0.9178466796875}, {"start": 1907.67, "end": 1907.75, "word": " اللي", "probability": 0.95947265625}, {"start": 1907.75, "end": 1908.35, "word": " محتاجينهم", "probability": 0.9587890625}, {"start": 1908.35, "end": 1908.87, "word": " هنا", "probability": 0.52587890625}, {"start": 1908.87, "end": 1909.43, "word": " جالي", "probability": 0.7685546875}, {"start": 1909.43, "end": 1910.13, "word": " illustrations", "probability": 0.95703125}, {"start": 1910.13, "end": 1911.63, "word": " هنا", "probability": 0.6396484375}, {"start": 1911.63, "end": 1911.91, "word": " جالي", "probability": 0.994140625}, {"start": 1911.91, "end": 1912.39, "word": " drawing", "probability": 0.8056640625}, {"start": 1912.39, "end": 1912.89, "word": " okay", "probability": 0.495849609375}, {"start": 1912.89, "end": 1913.47, "word": " شكلها", "probability": 0.9855143229166666}, {"start": 1913.47, "end": 1913.85, "word": " كويسة", "probability": 0.9771728515625}, {"start": 1913.85, "end": 1914.23, "word": " ماشية", "probability": 0.8260091145833334}, {"start": 1914.23, "end": 1914.89, "word": " طيب", "probability": 0.9519856770833334}, {"start": 1914.89, "end": 1917.25, "word": " محتاج", "probability": 0.927734375}, {"start": 1917.25, "end": 1917.37, "word": " ال", "probability": 0.71484375}, {"start": 1917.37, "end": 1917.65, "word": " feedback", "probability": 0.85498046875}, {"start": 1917.65, "end": 1918.03, "word": " جالي", "probability": 0.9900716145833334}, {"start": 1918.03, "end": 1918.71, "word": " required", "probability": 0.87939453125}, {"start": 1918.71, "end": 1920.63, "word": " حقيقة", "probability": 0.8855794270833334}, {"start": 1920.63, "end": 1921.99, "word": " مافيش", "probability": 0.7408040364583334}, {"start": 1921.99, "end": 1922.49, "word": " ولا", "probability": 0.89599609375}, {"start": 1922.49, "end": 1922.93, "word": " rule", "probability": 0.865234375}, {"start": 1922.93, "end": 1923.11, "word": " من", "probability": 0.994140625}, {"start": 1923.11, "end": 1923.25, "word": " ال", "probability": 0.984375}, {"start": 1923.25, "end": 1923.49, "word": " rules", "probability": 0.85791015625}, {"start": 1923.49, "end": 1923.63, "word": " اللي", "probability": 0.974853515625}, {"start": 1923.63, "end": 1923.77, "word": " هو", "probability": 0.44482421875}, {"start": 1923.77, "end": 1923.97, "word": " من", "probability": 0.9375}, {"start": 1923.97, "end": 1924.37, "word": " 9", "probability": 0.6572265625}, {"start": 1924.37, "end": 1924.83, "word": " ل", "probability": 0.73681640625}, {"start": 1924.83, "end": 1925.35, "word": " 14", "probability": 0.62158203125}, {"start": 1925.35, "end": 1926.81, "word": " بتحقق", "probability": 0.9232177734375}, {"start": 1926.81, "end": 1927.27, "word": " التلاتة", "probability": 0.934814453125}, {"start": 1927.27, "end": 1927.47, "word": " دول", "probability": 0.908447265625}, {"start": 1927.47, "end": 1927.63, "word": " مع", "probability": 0.99560546875}, {"start": 1927.63, "end": 1927.95, "word": " بعض", "probability": 0.99658203125}], "temperature": 1.0}, {"id": 87, "seek": 195775, "start": 1931.27, "end": 1957.75, "text": "اللي هما كانوا and and لمن تسعة هيهم فهي visual التانية ايش كانت .. كانت ال drawing .. ال drawing فال drawing ال .. ال stimulus response تبعتها ايش؟ documented drawing واحد برسم .. بتقوله اتخيل ليه ايش بدك ترسم؟ مش هينفع لازم هو يرسم ويعطينيها ك documented لكن", "tokens": [6027, 20292, 8032, 15042, 25961, 14407, 293, 293, 5296, 27842, 6055, 3794, 27884, 39896, 16095, 6156, 3224, 1829, 5056, 16712, 7649, 10632, 1975, 1829, 8592, 25961, 2655, 4386, 25961, 2655, 2423, 6316, 4386, 2423, 6316, 6156, 6027, 6316, 2423, 4386, 2423, 21366, 4134, 6055, 3555, 34268, 11296, 1975, 1829, 8592, 22807, 23007, 6316, 36764, 24401, 4724, 2288, 38251, 4386, 39894, 39648, 3224, 1975, 2655, 9778, 26895, 32239, 3224, 1975, 1829, 8592, 47525, 4117, 6055, 2288, 38251, 22807, 37893, 8032, 9957, 5172, 3615, 5296, 31377, 2304, 31439, 7251, 2288, 38251, 4032, 40228, 9566, 9957, 1829, 11296, 9122, 23007, 44381], "avg_logprob": -0.2351641399089736, "compression_ratio": 1.6943231441048034, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1931.27, "end": 1932.07, "word": "اللي", "probability": 0.862548828125}, {"start": 1932.07, "end": 1932.21, "word": " هما", "probability": 0.833251953125}, {"start": 1932.21, "end": 1933.29, "word": " كانوا", "probability": 0.942626953125}, {"start": 1933.29, "end": 1933.79, "word": " and", "probability": 0.9150390625}, {"start": 1933.79, "end": 1934.33, "word": " and", "probability": 0.8212890625}, {"start": 1934.33, "end": 1935.49, "word": " لمن", "probability": 0.85546875}, {"start": 1935.49, "end": 1935.85, "word": " تسعة", "probability": 0.8248697916666666}, {"start": 1935.85, "end": 1936.59, "word": " هيهم", "probability": 0.6658935546875}, {"start": 1936.59, "end": 1937.27, "word": " فهي", "probability": 0.9329427083333334}, {"start": 1937.27, "end": 1939.25, "word": " visual", "probability": 0.95556640625}, {"start": 1939.25, "end": 1940.77, "word": " التانية", "probability": 0.9407552083333334}, {"start": 1940.77, "end": 1942.29, "word": " ايش", "probability": 0.7298990885416666}, {"start": 1942.29, "end": 1942.61, "word": " كانت", "probability": 0.989013671875}, {"start": 1942.61, "end": 1942.63, "word": " ..", "probability": 0.497314453125}, {"start": 1942.63, "end": 1942.89, "word": " كانت", "probability": 0.914794921875}, {"start": 1942.89, "end": 1943.05, "word": " ال", "probability": 0.9375}, {"start": 1943.05, "end": 1943.45, "word": " drawing", "probability": 0.78515625}, {"start": 1943.45, "end": 1943.67, "word": " ..", "probability": 0.4091796875}, {"start": 1943.67, "end": 1943.87, "word": " ال", "probability": 0.48046875}, {"start": 1943.87, "end": 1944.19, "word": " drawing", "probability": 0.72265625}, {"start": 1944.19, "end": 1944.73, "word": " فال", "probability": 0.908935546875}, {"start": 1944.73, "end": 1945.13, "word": " drawing", "probability": 0.62939453125}, {"start": 1945.13, "end": 1945.71, "word": " ال", "probability": 0.8798828125}, {"start": 1945.71, "end": 1946.07, "word": " ..", "probability": 0.329345703125}, {"start": 1946.07, "end": 1946.73, "word": " ال", "probability": 0.859375}, {"start": 1946.73, "end": 1947.05, "word": " stimulus", "probability": 0.953125}, {"start": 1947.05, "end": 1947.57, "word": " response", "probability": 0.95947265625}, {"start": 1947.57, "end": 1948.07, "word": " تبعتها", "probability": 0.898193359375}, {"start": 1948.07, "end": 1948.55, "word": " ايش؟", "probability": 0.64495849609375}, {"start": 1948.55, "end": 1949.03, "word": " documented", "probability": 0.9208984375}, {"start": 1949.03, "end": 1950.21, "word": " drawing", "probability": 0.47509765625}, {"start": 1950.21, "end": 1950.47, "word": " واحد", "probability": 0.822998046875}, {"start": 1950.47, "end": 1950.85, "word": " برسم", "probability": 0.9845377604166666}, {"start": 1950.85, "end": 1951.11, "word": " ..", "probability": 0.3056640625}, {"start": 1951.11, "end": 1951.53, "word": " بتقوله", "probability": 0.6961263020833334}, {"start": 1951.53, "end": 1952.07, "word": " اتخيل", "probability": 0.8983154296875}, {"start": 1952.07, "end": 1952.25, "word": " ليه", "probability": 0.4739990234375}, {"start": 1952.25, "end": 1952.39, "word": " ايش", "probability": 0.7762044270833334}, {"start": 1952.39, "end": 1952.65, "word": " بدك", "probability": 0.907470703125}, {"start": 1952.65, "end": 1953.97, "word": " ترسم؟", "probability": 0.925048828125}, {"start": 1953.97, "end": 1954.25, "word": " مش", "probability": 0.86474609375}, {"start": 1954.25, "end": 1954.65, "word": " هينفع", "probability": 0.9351806640625}, {"start": 1954.65, "end": 1955.15, "word": " لازم", "probability": 0.9261067708333334}, {"start": 1955.15, "end": 1955.33, "word": " هو", "probability": 0.99267578125}, {"start": 1955.33, "end": 1955.65, "word": " يرسم", "probability": 0.9920247395833334}, {"start": 1955.65, "end": 1956.19, "word": " ويعطينيها", "probability": 0.7792154947916666}, {"start": 1956.19, "end": 1956.31, "word": " ك", "probability": 0.98681640625}, {"start": 1956.31, "end": 1956.77, "word": " documented", "probability": 0.9814453125}, {"start": 1956.77, "end": 1957.75, "word": " لكن", "probability": 0.826171875}], "temperature": 1.0}, {"id": 88, "seek": 197485, "start": 1961.13, "end": 1974.85, "text": "هنا كانت yes بدي feedback طيب هنا السؤال معناه ذلك أنه ال medium اللي أعطانيها ك video cassette مش هتكون مناسبة ليش؟ لأنه video cassette أنا إيش اللي بعمله؟", "tokens": [3224, 8315, 25961, 2655, 2086, 4724, 16254, 5824, 23032, 1829, 3555, 34105, 21136, 33604, 6027, 20449, 8315, 3224, 29910, 23275, 14739, 3224, 2423, 6399, 13672, 1829, 5551, 3615, 9566, 7649, 1829, 11296, 9122, 960, 40514, 37893, 8032, 2655, 30544, 3714, 8315, 35457, 3660, 32239, 8592, 22807, 5296, 33456, 3224, 960, 40514, 41850, 11933, 1829, 8592, 13672, 1829, 4724, 25957, 43761, 22807], "avg_logprob": -0.18649193308045786, "compression_ratio": 1.4695121951219512, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 1961.13, "end": 1961.45, "word": "هنا", "probability": 0.963623046875}, {"start": 1961.45, "end": 1961.89, "word": " كانت", "probability": 0.979736328125}, {"start": 1961.89, "end": 1962.29, "word": " yes", "probability": 0.68603515625}, {"start": 1962.29, "end": 1963.75, "word": " بدي", "probability": 0.5771484375}, {"start": 1963.75, "end": 1964.39, "word": " feedback", "probability": 0.90869140625}, {"start": 1964.39, "end": 1965.57, "word": " طيب", "probability": 0.79345703125}, {"start": 1965.57, "end": 1965.73, "word": " هنا", "probability": 0.85595703125}, {"start": 1965.73, "end": 1966.21, "word": " السؤال", "probability": 0.9939778645833334}, {"start": 1966.21, "end": 1966.97, "word": " معناه", "probability": 0.7444661458333334}, {"start": 1966.97, "end": 1967.17, "word": " ذلك", "probability": 0.977294921875}, {"start": 1967.17, "end": 1967.57, "word": " أنه", "probability": 0.5423583984375}, {"start": 1967.57, "end": 1967.77, "word": " ال", "probability": 0.96728515625}, {"start": 1967.77, "end": 1968.11, "word": " medium", "probability": 0.86669921875}, {"start": 1968.11, "end": 1968.29, "word": " اللي", "probability": 0.92431640625}, {"start": 1968.29, "end": 1969.09, "word": " أعطانيها", "probability": 0.8866373697916666}, {"start": 1969.09, "end": 1970.19, "word": " ك", "probability": 0.9736328125}, {"start": 1970.19, "end": 1970.73, "word": " video", "probability": 0.5146484375}, {"start": 1970.73, "end": 1971.25, "word": " cassette", "probability": 0.74951171875}, {"start": 1971.25, "end": 1971.67, "word": " مش", "probability": 0.947265625}, {"start": 1971.67, "end": 1971.95, "word": " هتكون", "probability": 0.9775390625}, {"start": 1971.95, "end": 1972.63, "word": " مناسبة", "probability": 0.94921875}, {"start": 1972.63, "end": 1972.97, "word": " ليش؟", "probability": 0.6839192708333334}, {"start": 1972.97, "end": 1973.23, "word": " لأنه", "probability": 0.7503255208333334}, {"start": 1973.23, "end": 1973.45, "word": " video", "probability": 0.87939453125}, {"start": 1973.45, "end": 1973.79, "word": " cassette", "probability": 0.822265625}, {"start": 1973.79, "end": 1973.99, "word": " أنا", "probability": 0.61572265625}, {"start": 1973.99, "end": 1974.13, "word": " إيش", "probability": 0.9046223958333334}, {"start": 1974.13, "end": 1974.25, "word": " اللي", "probability": 0.99462890625}, {"start": 1974.25, "end": 1974.85, "word": " بعمله؟", "probability": 0.9642333984375}], "temperature": 1.0}, {"id": 89, "seek": 200525, "start": 1976.01, "end": 2005.25, "text": "هصور المحاضرة و اعطيله إياها و هيكون طبعا في المحاضرة كل المطلوب اللي هي ال visual effect و ال visual pictures و الحاجات دي كلها الصور المرئية و ال .. و ال models حتى أحيانا و اعطيله إياها ال video cassette و اقوله خد هاي ال knowledge و اتكلمناه على اللي يقلوا عليها و خلاص وامشي طيب كيف بدي امشي و هو فيه feedback المفروض انا اتأكد هو وصلت المعلومة ولا ماصلتش جديش حجم او جديش نسبة الفهم اللي فهمها", "tokens": [3224, 9381, 13063, 9673, 5016, 46958, 25720, 4032, 1975, 3615, 9566, 26895, 3224, 11933, 25528, 11296, 4032, 39896, 30544, 23032, 3555, 3615, 995, 8978, 9673, 5016, 46958, 25720, 28242, 9673, 9566, 1211, 37746, 13672, 1829, 39896, 2423, 5056, 1802, 4032, 2423, 5056, 5242, 4032, 21542, 26108, 9307, 11778, 1829, 28242, 11296, 31767, 13063, 9673, 2288, 19986, 10632, 4032, 2423, 4386, 4032, 2423, 5245, 11331, 49975, 5551, 5016, 1829, 7649, 995, 4032, 1975, 3615, 9566, 26895, 3224, 11933, 25528, 11296, 2423, 960, 40514, 4032, 1975, 39648, 3224, 16490, 3215, 8032, 47302, 2423, 3601, 4032, 1975, 2655, 4117, 19528, 8315, 3224, 15844, 13672, 1829, 7251, 4587, 1211, 14407, 25894, 11296, 4032, 16490, 1211, 33546, 4032, 10943, 8592, 1829, 23032, 1829, 3555, 9122, 33911, 4724, 16254, 1975, 2304, 8592, 1829, 4032, 31439, 8978, 3224, 5824, 9673, 5172, 32887, 11242, 1975, 8315, 1975, 2655, 10721, 4117, 3215, 31439, 4032, 36520, 2655, 9673, 30241, 20498, 3660, 49429, 19446, 36520, 2655, 8592, 10874, 16254, 8592, 11331, 7435, 2304, 1975, 2407, 10874, 16254, 8592, 8717, 35457, 3660, 27188, 16095, 13672, 1829, 6156, 16095, 11296], "avg_logprob": -0.15019312291667702, "compression_ratio": 1.943620178041543, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 1976.01, "end": 1976.55, "word": "هصور", "probability": 0.8523763020833334}, {"start": 1976.55, "end": 1977.21, "word": " المحاضرة", "probability": 0.9830322265625}, {"start": 1977.21, "end": 1977.83, "word": " و", "probability": 0.48388671875}, {"start": 1977.83, "end": 1978.13, "word": " اعطيله", "probability": 0.8}, {"start": 1978.13, "end": 1978.59, "word": " إياها", "probability": 0.818359375}, {"start": 1978.59, "end": 1979.31, "word": " و", "probability": 0.92431640625}, {"start": 1979.31, "end": 1979.77, "word": " هيكون", "probability": 0.838134765625}, {"start": 1979.77, "end": 1979.97, "word": " طبعا", "probability": 0.9364013671875}, {"start": 1979.97, "end": 1980.07, "word": " في", "probability": 0.8974609375}, {"start": 1980.07, "end": 1980.53, "word": " المحاضرة", "probability": 0.9952392578125}, {"start": 1980.53, "end": 1980.89, "word": " كل", "probability": 0.96728515625}, {"start": 1980.89, "end": 1981.29, "word": " المطلوب", "probability": 0.941650390625}, {"start": 1981.29, "end": 1981.41, "word": " اللي", "probability": 0.962158203125}, {"start": 1981.41, "end": 1981.55, "word": " هي", "probability": 0.8564453125}, {"start": 1981.55, "end": 1981.67, "word": " ال", "probability": 0.42041015625}, {"start": 1981.67, "end": 1981.87, "word": " visual", "probability": 0.90478515625}, {"start": 1981.87, "end": 1982.33, "word": " effect", "probability": 0.84912109375}, {"start": 1982.33, "end": 1982.85, "word": " و", "probability": 0.919921875}, {"start": 1982.85, "end": 1982.93, "word": " ال", "probability": 0.923828125}, {"start": 1982.93, "end": 1983.21, "word": " visual", "probability": 0.83544921875}, {"start": 1983.21, "end": 1984.17, "word": " pictures", "probability": 0.763671875}, {"start": 1984.17, "end": 1984.39, "word": " و", "probability": 0.97607421875}, {"start": 1984.39, "end": 1984.79, "word": " الحاجات", "probability": 0.9793294270833334}, {"start": 1984.79, "end": 1984.95, "word": " دي", "probability": 0.6649169921875}, {"start": 1984.95, "end": 1985.35, "word": " كلها", "probability": 0.99560546875}, {"start": 1985.35, "end": 1986.23, "word": " الصور", "probability": 0.915283203125}, {"start": 1986.23, "end": 1986.79, "word": " المرئية", "probability": 0.9532470703125}, {"start": 1986.79, "end": 1986.95, "word": " و", "probability": 0.98193359375}, {"start": 1986.95, "end": 1987.23, "word": " ال", "probability": 0.94482421875}, {"start": 1987.23, "end": 1987.23, "word": " ..", "probability": 0.340087890625}, {"start": 1987.23, "end": 1987.53, "word": " و", "probability": 0.85986328125}, {"start": 1987.53, "end": 1987.63, "word": " ال", "probability": 0.912109375}, {"start": 1987.63, "end": 1987.95, "word": " models", "probability": 0.88525390625}, {"start": 1987.95, "end": 1988.39, "word": " حتى", "probability": 0.925537109375}, {"start": 1988.39, "end": 1988.99, "word": " أحيانا", "probability": 0.9603515625}, {"start": 1988.99, "end": 1989.57, "word": " و", "probability": 0.7724609375}, {"start": 1989.57, "end": 1989.81, "word": " اعطيله", "probability": 0.861328125}, {"start": 1989.81, "end": 1989.95, "word": " إياها", "probability": 0.9078776041666666}, {"start": 1989.95, "end": 1990.03, "word": " ال", "probability": 0.77392578125}, {"start": 1990.03, "end": 1990.21, "word": " video", "probability": 0.7958984375}, {"start": 1990.21, "end": 1990.47, "word": " cassette", "probability": 0.6259765625}, {"start": 1990.47, "end": 1990.63, "word": " و", "probability": 0.93359375}, {"start": 1990.63, "end": 1990.89, "word": " اقوله", "probability": 0.6564127604166666}, {"start": 1990.89, "end": 1991.27, "word": " خد", "probability": 0.969970703125}, {"start": 1991.27, "end": 1991.43, "word": " هاي", "probability": 0.73388671875}, {"start": 1991.43, "end": 1991.53, "word": " ال", "probability": 0.88037109375}, {"start": 1991.53, "end": 1991.83, "word": " knowledge", "probability": 0.9453125}, {"start": 1991.83, "end": 1992.71, "word": " و", "probability": 0.9482421875}, {"start": 1992.71, "end": 1993.17, "word": " اتكلمناه", "probability": 0.7508951822916666}, {"start": 1993.17, "end": 1993.29, "word": " على", "probability": 0.60595703125}, {"start": 1993.29, "end": 1993.41, "word": " اللي", "probability": 0.967529296875}, {"start": 1993.41, "end": 1993.61, "word": " يقلوا", "probability": 0.8349609375}, {"start": 1993.61, "end": 1993.99, "word": " عليها", "probability": 0.990966796875}, {"start": 1993.99, "end": 1994.47, "word": " و", "probability": 0.91650390625}, {"start": 1994.47, "end": 1994.71, "word": " خلاص", "probability": 0.96630859375}, {"start": 1994.71, "end": 1995.23, "word": " وامشي", "probability": 0.943359375}, {"start": 1995.23, "end": 1996.55, "word": " طيب", "probability": 0.8513997395833334}, {"start": 1996.55, "end": 1996.81, "word": " كيف", "probability": 0.97216796875}, {"start": 1996.81, "end": 1997.19, "word": " بدي", "probability": 0.849853515625}, {"start": 1997.19, "end": 1997.67, "word": " امشي", "probability": 0.879150390625}, {"start": 1997.67, "end": 1997.81, "word": " و", "probability": 0.83251953125}, {"start": 1997.81, "end": 1997.97, "word": " هو", "probability": 0.955078125}, {"start": 1997.97, "end": 1998.19, "word": " فيه", "probability": 0.899169921875}, {"start": 1998.19, "end": 1998.65, "word": " feedback", "probability": 0.89990234375}, {"start": 1998.65, "end": 1999.05, "word": " المفروض", "probability": 0.9635009765625}, {"start": 1999.05, "end": 1999.33, "word": " انا", "probability": 0.6937255859375}, {"start": 1999.33, "end": 2000.41, "word": " اتأكد", "probability": 0.90625}, {"start": 2000.41, "end": 2000.53, "word": " هو", "probability": 0.95068359375}, {"start": 2000.53, "end": 2000.95, "word": " وصلت", "probability": 0.9384765625}, {"start": 2000.95, "end": 2001.31, "word": " المعلومة", "probability": 0.9244384765625}, {"start": 2001.31, "end": 2001.43, "word": " ولا", "probability": 0.5390625}, {"start": 2001.43, "end": 2001.89, "word": " ماصلتش", "probability": 0.8592529296875}, {"start": 2001.89, "end": 2002.69, "word": " جديش", "probability": 0.6907552083333334}, {"start": 2002.69, "end": 2003.17, "word": " حجم", "probability": 0.994140625}, {"start": 2003.17, "end": 2003.71, "word": " او", "probability": 0.802001953125}, {"start": 2003.71, "end": 2004.01, "word": " جديش", "probability": 0.9685872395833334}, {"start": 2004.01, "end": 2004.35, "word": " نسبة", "probability": 0.994140625}, {"start": 2004.35, "end": 2004.67, "word": " الفهم", "probability": 0.95068359375}, {"start": 2004.67, "end": 2004.81, "word": " اللي", "probability": 0.9501953125}, {"start": 2004.81, "end": 2005.25, "word": " فهمها", "probability": 0.97607421875}], "temperature": 1.0}, {"id": 90, "seek": 203005, "start": 2006.01, "end": 2030.05, "text": "من خلال عملية ال evaluation بالدقيقين تمام فإذا هنا صار في عندي إشكالية الحقيقة هنا في هذا الموضوع هذا بينقلنا مباشرة للموضوع اللي احنا بدنا نروحله أنه معناه ذلك أنا مش دائما عندي القدرة أني أقول هو yes or no و حياتنا مش هيك", "tokens": [27842, 16490, 1211, 6027, 6225, 42213, 10632, 2423, 13344, 20666, 3215, 38436, 4587, 9957, 46811, 10943, 6156, 28814, 15730, 34105, 20328, 9640, 8978, 18871, 16254, 11933, 8592, 4117, 6027, 10632, 21542, 38436, 28671, 34105, 8978, 23758, 9673, 2407, 11242, 45367, 23758, 4724, 9957, 4587, 1211, 8315, 3714, 3555, 33599, 25720, 5296, 19528, 2407, 11242, 45367, 13672, 1829, 1975, 5016, 8315, 47525, 8315, 8717, 32887, 5016, 43761, 14739, 3224, 20449, 8315, 3224, 29910, 23275, 41850, 37893, 11778, 16373, 15042, 18871, 16254, 25062, 3215, 25720, 14739, 1829, 5551, 39648, 31439, 2086, 420, 572, 4032, 11331, 1829, 9307, 8315, 37893, 39896, 4117], "avg_logprob": -0.157343757301569, "compression_ratio": 1.7321428571428572, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 2006.01, "end": 2006.23, "word": "من", "probability": 0.98193359375}, {"start": 2006.23, "end": 2006.79, "word": " خلال", "probability": 0.8680013020833334}, {"start": 2006.79, "end": 2007.13, "word": " عملية", "probability": 0.9794921875}, {"start": 2007.13, "end": 2007.23, "word": " ال", "probability": 0.7353515625}, {"start": 2007.23, "end": 2007.61, "word": " evaluation", "probability": 0.80810546875}, {"start": 2007.61, "end": 2008.25, "word": " بالدقيقين", "probability": 0.77236328125}, {"start": 2008.25, "end": 2009.31, "word": " تمام", "probability": 0.6383056640625}, {"start": 2009.31, "end": 2009.91, "word": " فإذا", "probability": 0.7207845052083334}, {"start": 2009.91, "end": 2010.25, "word": " هنا", "probability": 0.943359375}, {"start": 2010.25, "end": 2010.59, "word": " صار", "probability": 0.948974609375}, {"start": 2010.59, "end": 2010.69, "word": " في", "probability": 0.92333984375}, {"start": 2010.69, "end": 2010.89, "word": " عندي", "probability": 0.888671875}, {"start": 2010.89, "end": 2011.33, "word": " إشكالية", "probability": 0.91494140625}, {"start": 2011.33, "end": 2011.81, "word": " الحقيقة", "probability": 0.9205729166666666}, {"start": 2011.81, "end": 2012.07, "word": " هنا", "probability": 0.83935546875}, {"start": 2012.07, "end": 2014.23, "word": " في", "probability": 0.87255859375}, {"start": 2014.23, "end": 2014.55, "word": " هذا", "probability": 0.97998046875}, {"start": 2014.55, "end": 2015.63, "word": " الموضوع", "probability": 0.9989013671875}, {"start": 2015.63, "end": 2019.03, "word": " هذا", "probability": 0.90478515625}, {"start": 2019.03, "end": 2019.75, "word": " بينقلنا", "probability": 0.86962890625}, {"start": 2019.75, "end": 2020.39, "word": " مباشرة", "probability": 0.9896240234375}, {"start": 2020.39, "end": 2020.89, "word": " للموضوع", "probability": 0.95634765625}, {"start": 2020.89, "end": 2020.97, "word": " اللي", "probability": 0.921142578125}, {"start": 2020.97, "end": 2021.09, "word": " احنا", "probability": 0.7583821614583334}, {"start": 2021.09, "end": 2021.27, "word": " بدنا", "probability": 0.59375}, {"start": 2021.27, "end": 2021.71, "word": " نروحله", "probability": 0.9388427734375}, {"start": 2021.71, "end": 2022.93, "word": " أنه", "probability": 0.68505859375}, {"start": 2022.93, "end": 2023.17, "word": " معناه", "probability": 0.8190104166666666}, {"start": 2023.17, "end": 2023.33, "word": " ذلك", "probability": 0.988525390625}, {"start": 2023.33, "end": 2023.49, "word": " أنا", "probability": 0.67724609375}, {"start": 2023.49, "end": 2023.71, "word": " مش", "probability": 0.99072265625}, {"start": 2023.71, "end": 2024.21, "word": " دائما", "probability": 0.9254557291666666}, {"start": 2024.21, "end": 2025.29, "word": " عندي", "probability": 0.738037109375}, {"start": 2025.29, "end": 2026.15, "word": " القدرة", "probability": 0.9752604166666666}, {"start": 2026.15, "end": 2026.51, "word": " أني", "probability": 0.668212890625}, {"start": 2026.51, "end": 2026.79, "word": " أقول", "probability": 0.88134765625}, {"start": 2026.79, "end": 2027.03, "word": " هو", "probability": 0.869140625}, {"start": 2027.03, "end": 2027.33, "word": " yes", "probability": 0.87158203125}, {"start": 2027.33, "end": 2027.55, "word": " or", "probability": 0.82470703125}, {"start": 2027.55, "end": 2027.91, "word": " no", "probability": 0.95263671875}, {"start": 2027.91, "end": 2029.11, "word": " و", "probability": 0.90087890625}, {"start": 2029.11, "end": 2029.49, "word": " حياتنا", "probability": 0.9151611328125}, {"start": 2029.49, "end": 2029.65, "word": " مش", "probability": 0.98486328125}, {"start": 2029.65, "end": 2030.05, "word": " هيك", "probability": 0.978271484375}], "temperature": 1.0}, {"id": 91, "seek": 204967, "start": 2030.67, "end": 2049.67, "text": "يعني حياتنا هي rules، أه تمام، بنقدر زي ما قلنا قبل هيك من أي language انترجم ال language بتاعتنا لمجموعة rules، إذا صار كذا بدنا نعمل كذا، إذا صار كذا بدنا نعمل كذا، ليش؟ لأنه بشكل أو باخر هي حياتنا بشكل أساسي معتمدة على الاختيارات", "tokens": [40228, 22653, 11331, 1829, 9307, 8315, 39896, 4474, 12399, 5551, 3224, 46811, 10943, 12399, 44945, 28543, 2288, 30767, 1829, 19446, 12174, 1211, 8315, 12174, 36150, 39896, 4117, 9154, 36632, 2856, 16472, 2655, 47341, 2304, 2423, 2856, 39894, 995, 34268, 8315, 32767, 7435, 2304, 2407, 27884, 4474, 12399, 11933, 15730, 20328, 9640, 9122, 15730, 47525, 8315, 8717, 25957, 1211, 9122, 15730, 12399, 11933, 15730, 20328, 9640, 9122, 15730, 47525, 8315, 8717, 25957, 1211, 9122, 15730, 12399, 32239, 8592, 22807, 5296, 33456, 3224, 4724, 8592, 28820, 34051, 4724, 47283, 2288, 39896, 11331, 1829, 9307, 8315, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 20449, 39237, 41891, 15844, 2423, 47283, 31371, 9640, 9307], "avg_logprob": -0.11953124823895368, "compression_ratio": 1.8942307692307692, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2030.67, "end": 2030.93, "word": "يعني", "probability": 0.94873046875}, {"start": 2030.93, "end": 2031.33, "word": " حياتنا", "probability": 0.9937744140625}, {"start": 2031.33, "end": 2031.49, "word": " هي", "probability": 0.89111328125}, {"start": 2031.49, "end": 2031.93, "word": " rules،", "probability": 0.6190185546875}, {"start": 2031.93, "end": 2032.17, "word": " أه", "probability": 0.65576171875}, {"start": 2032.17, "end": 2033.15, "word": " تمام،", "probability": 0.7782389322916666}, {"start": 2033.15, "end": 2033.59, "word": " بنقدر", "probability": 0.8870442708333334}, {"start": 2033.59, "end": 2033.71, "word": " زي", "probability": 0.94287109375}, {"start": 2033.71, "end": 2033.79, "word": " ما", "probability": 0.98974609375}, {"start": 2033.79, "end": 2034.03, "word": " قلنا", "probability": 0.80517578125}, {"start": 2034.03, "end": 2034.27, "word": " قبل", "probability": 0.771728515625}, {"start": 2034.27, "end": 2034.55, "word": " هيك", "probability": 0.96240234375}, {"start": 2034.55, "end": 2035.41, "word": " من", "probability": 0.82666015625}, {"start": 2035.41, "end": 2035.71, "word": " أي", "probability": 0.927734375}, {"start": 2035.71, "end": 2036.63, "word": " language", "probability": 0.92578125}, {"start": 2036.63, "end": 2039.33, "word": " انترجم", "probability": 0.8157958984375}, {"start": 2039.33, "end": 2040.13, "word": " ال", "probability": 0.98583984375}, {"start": 2040.13, "end": 2040.41, "word": " language", "probability": 0.9453125}, {"start": 2040.41, "end": 2040.95, "word": " بتاعتنا", "probability": 0.9825439453125}, {"start": 2040.95, "end": 2041.51, "word": " لمجموعة", "probability": 0.87490234375}, {"start": 2041.51, "end": 2042.43, "word": " rules،", "probability": 0.645263671875}, {"start": 2042.43, "end": 2042.63, "word": " إذا", "probability": 0.87744140625}, {"start": 2042.63, "end": 2042.85, "word": " صار", "probability": 0.91552734375}, {"start": 2042.85, "end": 2043.03, "word": " كذا", "probability": 0.98681640625}, {"start": 2043.03, "end": 2043.27, "word": " بدنا", "probability": 0.89990234375}, {"start": 2043.27, "end": 2043.51, "word": " نعمل", "probability": 0.9964192708333334}, {"start": 2043.51, "end": 2043.79, "word": " كذا،", "probability": 0.9542643229166666}, {"start": 2043.79, "end": 2043.87, "word": " إذا", "probability": 0.975341796875}, {"start": 2043.87, "end": 2044.03, "word": " صار", "probability": 0.9541015625}, {"start": 2044.03, "end": 2044.19, "word": " كذا", "probability": 0.98583984375}, {"start": 2044.19, "end": 2044.35, "word": " بدنا", "probability": 0.879638671875}, {"start": 2044.35, "end": 2044.57, "word": " نعمل", "probability": 0.9970703125}, {"start": 2044.57, "end": 2045.27, "word": " كذا،", "probability": 0.95849609375}, {"start": 2045.27, "end": 2045.53, "word": " ليش؟", "probability": 0.947265625}, {"start": 2045.53, "end": 2045.75, "word": " لأنه", "probability": 0.9088541666666666}, {"start": 2045.75, "end": 2046.13, "word": " بشكل", "probability": 0.9939778645833334}, {"start": 2046.13, "end": 2046.29, "word": " أو", "probability": 0.9111328125}, {"start": 2046.29, "end": 2046.77, "word": " باخر", "probability": 0.8079427083333334}, {"start": 2046.77, "end": 2047.09, "word": " هي", "probability": 0.86279296875}, {"start": 2047.09, "end": 2047.51, "word": " حياتنا", "probability": 0.9974365234375}, {"start": 2047.51, "end": 2047.93, "word": " بشكل", "probability": 0.98291015625}, {"start": 2047.93, "end": 2048.43, "word": " أساسي", "probability": 0.989013671875}, {"start": 2048.43, "end": 2048.87, "word": " معتمدة", "probability": 0.8375651041666666}, {"start": 2048.87, "end": 2049.03, "word": " على", "probability": 0.900390625}, {"start": 2049.03, "end": 2049.67, "word": " الاختيارات", "probability": 0.88955078125}], "temperature": 1.0}, {"id": 92, "seek": 206766, "start": 2050.58, "end": 2067.66, "text": "أحنا كل حياتنا اختيارات وهذا هو اللي أصلا عمل لنا حاجة اسمها علم الـ AI أو علم أو بدأنا نتعامل مع الـ Expert Systems الأنظمة الخبيرة هذه إن هي اللي تفكر عننا، هي اللي تختار لنا، هي اللي تختار لنا، احنا بنعطيها ال knowledge اللي احنا .. طريقة تفكيرنا عادة كيف", "tokens": [10721, 5016, 8315, 28242, 11331, 1829, 9307, 8315, 1975, 46456, 1829, 9640, 9307, 37037, 15730, 31439, 13672, 1829, 5551, 9381, 15040, 6225, 42213, 5296, 8315, 11331, 26108, 3660, 24525, 2304, 11296, 11203, 2304, 2423, 39184, 7318, 34051, 11203, 2304, 34051, 47525, 10721, 8315, 8717, 2655, 3615, 10943, 1211, 20449, 2423, 39184, 41255, 27059, 16247, 1863, 19913, 46007, 33962, 3555, 48923, 29538, 36145, 39896, 13672, 1829, 6055, 5172, 37983, 18871, 8315, 12399, 39896, 13672, 1829, 6055, 46456, 9640, 5296, 8315, 12399, 39896, 13672, 1829, 6055, 46456, 9640, 5296, 8315, 12399, 1975, 5016, 8315, 44945, 3615, 9566, 1829, 11296, 2423, 3601, 13672, 1829, 1975, 5016, 8315, 4386, 23032, 16572, 28671, 6055, 5172, 4117, 13546, 8315, 6225, 18513, 3660, 9122, 33911], "avg_logprob": -0.17187500576011272, "compression_ratio": 1.7886178861788617, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 2050.58, "end": 2050.8, "word": "أحنا", "probability": 0.762451171875}, {"start": 2050.8, "end": 2050.96, "word": " كل", "probability": 0.95751953125}, {"start": 2050.96, "end": 2051.24, "word": " حياتنا", "probability": 0.9971923828125}, {"start": 2051.24, "end": 2051.76, "word": " اختيارات", "probability": 0.80126953125}, {"start": 2051.76, "end": 2052.58, "word": " وهذا", "probability": 0.5791015625}, {"start": 2052.58, "end": 2052.74, "word": " هو", "probability": 0.96923828125}, {"start": 2052.74, "end": 2052.88, "word": " اللي", "probability": 0.9228515625}, {"start": 2052.88, "end": 2053.24, "word": " أصلا", "probability": 0.8653971354166666}, {"start": 2053.24, "end": 2054.08, "word": " عمل", "probability": 0.88720703125}, {"start": 2054.08, "end": 2054.48, "word": " لنا", "probability": 0.7276611328125}, {"start": 2054.48, "end": 2054.96, "word": " حاجة", "probability": 0.9944661458333334}, {"start": 2054.96, "end": 2055.34, "word": " اسمها", "probability": 0.96435546875}, {"start": 2055.34, "end": 2055.54, "word": " علم", "probability": 0.864013671875}, {"start": 2055.54, "end": 2055.7, "word": " الـ", "probability": 0.737060546875}, {"start": 2055.7, "end": 2055.94, "word": " AI", "probability": 0.865234375}, {"start": 2055.94, "end": 2056.2, "word": " أو", "probability": 0.728515625}, {"start": 2056.2, "end": 2056.5, "word": " علم", "probability": 0.739990234375}, {"start": 2056.5, "end": 2056.8, "word": " أو", "probability": 0.58935546875}, {"start": 2056.8, "end": 2057.46, "word": " بدأنا", "probability": 0.8191731770833334}, {"start": 2057.46, "end": 2057.84, "word": " نتعامل", "probability": 0.9841796875}, {"start": 2057.84, "end": 2057.96, "word": " مع", "probability": 0.98193359375}, {"start": 2057.96, "end": 2058.04, "word": " الـ", "probability": 0.796875}, {"start": 2058.04, "end": 2058.3, "word": " Expert", "probability": 0.6533203125}, {"start": 2058.3, "end": 2058.84, "word": " Systems", "probability": 0.65234375}, {"start": 2058.84, "end": 2059.56, "word": " الأنظمة", "probability": 0.922119140625}, {"start": 2059.56, "end": 2059.96, "word": " الخبيرة", "probability": 0.9842122395833334}, {"start": 2059.96, "end": 2060.24, "word": " هذه", "probability": 0.9208984375}, {"start": 2060.24, "end": 2060.62, "word": " إن", "probability": 0.310546875}, {"start": 2060.62, "end": 2060.8, "word": " هي", "probability": 0.480712890625}, {"start": 2060.8, "end": 2060.94, "word": " اللي", "probability": 0.9404296875}, {"start": 2060.94, "end": 2061.3, "word": " تفكر", "probability": 0.9148763020833334}, {"start": 2061.3, "end": 2061.64, "word": " عننا،", "probability": 0.61279296875}, {"start": 2061.64, "end": 2061.7, "word": " هي", "probability": 0.9140625}, {"start": 2061.7, "end": 2061.8, "word": " اللي", "probability": 0.990234375}, {"start": 2061.8, "end": 2062.18, "word": " تختار", "probability": 0.9733072916666666}, {"start": 2062.18, "end": 2063.12, "word": " لنا،", "probability": 0.8499348958333334}, {"start": 2063.12, "end": 2063.28, "word": " هي", "probability": 0.92919921875}, {"start": 2063.28, "end": 2063.74, "word": " اللي", "probability": 0.993896484375}, {"start": 2063.74, "end": 2064.1, "word": " تختار", "probability": 0.9894205729166666}, {"start": 2064.1, "end": 2064.24, "word": " لنا،", "probability": 0.9549153645833334}, {"start": 2064.24, "end": 2064.38, "word": " احنا", "probability": 0.8226725260416666}, {"start": 2064.38, "end": 2064.76, "word": " بنعطيها", "probability": 0.9080078125}, {"start": 2064.76, "end": 2064.88, "word": " ال", "probability": 0.95263671875}, {"start": 2064.88, "end": 2065.12, "word": " knowledge", "probability": 0.397705078125}, {"start": 2065.12, "end": 2065.28, "word": " اللي", "probability": 0.974365234375}, {"start": 2065.28, "end": 2065.48, "word": " احنا", "probability": 0.89794921875}, {"start": 2065.48, "end": 2065.8, "word": " ..", "probability": 0.218017578125}, {"start": 2065.8, "end": 2066.32, "word": " طريقة", "probability": 0.9583333333333334}, {"start": 2066.32, "end": 2066.88, "word": " تفكيرنا", "probability": 0.9525390625}, {"start": 2066.88, "end": 2067.26, "word": " عادة", "probability": 0.9812825520833334}, {"start": 2067.26, "end": 2067.66, "word": " كيف", "probability": 0.96142578125}], "temperature": 1.0}, {"id": 93, "seek": 209771, "start": 2068.57, "end": 2097.71, "text": "كويس؟ و بصيبة هي اللي اختار أو هي اللي اتنجى تمام الكلام هذا لما بدنا نيجي نحول هو مش دائما بيكون مية في المية يعني مش دائما إذا كان صار كذا لازم يصير كذا يمكن نتحدثنا المرة اللي فاتت عن if a traffic light is red then go the action is go خلينا نمسك في تاعة the action is go هذه الإشارة حمرة و مع ذلك روح", "tokens": [4117, 45865, 3794, 22807, 4032, 4724, 9381, 1829, 49401, 39896, 13672, 1829, 1975, 46456, 9640, 34051, 39896, 13672, 1829, 1975, 2655, 1863, 7435, 7578, 46811, 10943, 2423, 28820, 10943, 23758, 5296, 15042, 47525, 8315, 8717, 1829, 7435, 1829, 8717, 5016, 12610, 31439, 37893, 11778, 16373, 15042, 4724, 1829, 30544, 3714, 10632, 8978, 9673, 10632, 37495, 22653, 37893, 11778, 16373, 15042, 11933, 15730, 25961, 20328, 9640, 9122, 15730, 5296, 31377, 2304, 7251, 9381, 13546, 9122, 15730, 7251, 43020, 8717, 2655, 24401, 12984, 8315, 9673, 25720, 13672, 1829, 6156, 9307, 2655, 18871, 498, 257, 6419, 1442, 307, 2182, 550, 352, 264, 3069, 307, 352, 16490, 1211, 9957, 995, 8717, 2304, 3794, 4117, 8978, 6055, 995, 27884, 264, 3069, 307, 352, 29538, 33688, 8592, 9640, 3660, 11331, 2304, 25720, 4032, 20449, 29910, 23275, 12602, 2407, 5016], "avg_logprob": -0.15438433102707363, "compression_ratio": 1.8345864661654134, "no_speech_prob": 1.0132789611816406e-06, "words": [{"start": 2068.57, "end": 2069.09, "word": "كويس؟", "probability": 0.71795654296875}, {"start": 2069.09, "end": 2069.19, "word": " و", "probability": 0.448486328125}, {"start": 2069.19, "end": 2069.57, "word": " بصيبة", "probability": 0.822265625}, {"start": 2069.57, "end": 2069.71, "word": " هي", "probability": 0.89404296875}, {"start": 2069.71, "end": 2069.83, "word": " اللي", "probability": 0.792724609375}, {"start": 2069.83, "end": 2070.19, "word": " اختار", "probability": 0.8919270833333334}, {"start": 2070.19, "end": 2070.31, "word": " أو", "probability": 0.73828125}, {"start": 2070.31, "end": 2070.45, "word": " هي", "probability": 0.8271484375}, {"start": 2070.45, "end": 2070.55, "word": " اللي", "probability": 0.9091796875}, {"start": 2070.55, "end": 2071.25, "word": " اتنجى", "probability": 0.90634765625}, {"start": 2071.25, "end": 2071.89, "word": " تمام", "probability": 0.8583984375}, {"start": 2071.89, "end": 2072.79, "word": " الكلام", "probability": 0.8759765625}, {"start": 2072.79, "end": 2073.17, "word": " هذا", "probability": 0.87744140625}, {"start": 2073.17, "end": 2074.59, "word": " لما", "probability": 0.90234375}, {"start": 2074.59, "end": 2074.81, "word": " بدنا", "probability": 0.935302734375}, {"start": 2074.81, "end": 2074.99, "word": " نيجي", "probability": 0.9246826171875}, {"start": 2074.99, "end": 2075.57, "word": " نحول", "probability": 0.9168294270833334}, {"start": 2075.57, "end": 2075.83, "word": " هو", "probability": 0.97607421875}, {"start": 2075.83, "end": 2076.05, "word": " مش", "probability": 0.98291015625}, {"start": 2076.05, "end": 2076.47, "word": " دائما", "probability": 0.9500325520833334}, {"start": 2076.47, "end": 2076.83, "word": " بيكون", "probability": 0.9152018229166666}, {"start": 2076.83, "end": 2077.05, "word": " مية", "probability": 0.738037109375}, {"start": 2077.05, "end": 2077.17, "word": " في", "probability": 0.75732421875}, {"start": 2077.17, "end": 2077.55, "word": " المية", "probability": 0.93798828125}, {"start": 2077.55, "end": 2078.19, "word": " يعني", "probability": 0.888427734375}, {"start": 2078.19, "end": 2078.37, "word": " مش", "probability": 0.97607421875}, {"start": 2078.37, "end": 2078.87, "word": " دائما", "probability": 0.9698893229166666}, {"start": 2078.87, "end": 2079.47, "word": " إذا", "probability": 0.871826171875}, {"start": 2079.47, "end": 2079.73, "word": " كان", "probability": 0.99560546875}, {"start": 2079.73, "end": 2080.09, "word": " صار", "probability": 0.987548828125}, {"start": 2080.09, "end": 2080.43, "word": " كذا", "probability": 0.987060546875}, {"start": 2080.43, "end": 2080.71, "word": " لازم", "probability": 0.9796549479166666}, {"start": 2080.71, "end": 2080.95, "word": " يصير", "probability": 0.9899088541666666}, {"start": 2080.95, "end": 2081.31, "word": " كذا", "probability": 0.986572265625}, {"start": 2081.31, "end": 2082.93, "word": " يمكن", "probability": 0.95947265625}, {"start": 2082.93, "end": 2083.47, "word": " نتحدثنا", "probability": 0.878173828125}, {"start": 2083.47, "end": 2083.69, "word": " المرة", "probability": 0.959228515625}, {"start": 2083.69, "end": 2083.83, "word": " اللي", "probability": 0.952880859375}, {"start": 2083.83, "end": 2084.15, "word": " فاتت", "probability": 0.9884440104166666}, {"start": 2084.15, "end": 2084.37, "word": " عن", "probability": 0.9912109375}, {"start": 2084.37, "end": 2084.89, "word": " if", "probability": 0.8017578125}, {"start": 2084.89, "end": 2086.07, "word": " a", "probability": 0.393310546875}, {"start": 2086.07, "end": 2086.35, "word": " traffic", "probability": 0.93017578125}, {"start": 2086.35, "end": 2086.73, "word": " light", "probability": 0.9033203125}, {"start": 2086.73, "end": 2087.07, "word": " is", "probability": 0.96728515625}, {"start": 2087.07, "end": 2087.71, "word": " red", "probability": 0.923828125}, {"start": 2087.71, "end": 2089.03, "word": " then", "probability": 0.74951171875}, {"start": 2089.03, "end": 2089.93, "word": " go", "probability": 0.9033203125}, {"start": 2089.93, "end": 2090.67, "word": " the", "probability": 0.52197265625}, {"start": 2090.67, "end": 2090.97, "word": " action", "probability": 0.943359375}, {"start": 2090.97, "end": 2091.21, "word": " is", "probability": 0.97021484375}, {"start": 2091.21, "end": 2091.53, "word": " go", "probability": 0.95849609375}, {"start": 2091.53, "end": 2092.61, "word": " خلينا", "probability": 0.7764892578125}, {"start": 2092.61, "end": 2092.99, "word": " نمسك", "probability": 0.8433837890625}, {"start": 2092.99, "end": 2093.09, "word": " في", "probability": 0.716796875}, {"start": 2093.09, "end": 2093.31, "word": " تاعة", "probability": 0.550537109375}, {"start": 2093.31, "end": 2093.53, "word": " the", "probability": 0.841796875}, {"start": 2093.53, "end": 2093.81, "word": " action", "probability": 0.9453125}, {"start": 2093.81, "end": 2093.99, "word": " is", "probability": 0.966796875}, {"start": 2093.99, "end": 2094.27, "word": " go", "probability": 0.97998046875}, {"start": 2094.27, "end": 2094.71, "word": " هذه", "probability": 0.4765625}, {"start": 2094.71, "end": 2096.19, "word": " الإشارة", "probability": 0.9698486328125}, {"start": 2096.19, "end": 2096.57, "word": " حمرة", "probability": 0.7586263020833334}, {"start": 2096.57, "end": 2096.95, "word": " و", "probability": 0.986328125}, {"start": 2096.95, "end": 2097.07, "word": " مع", "probability": 0.54248046875}, {"start": 2097.07, "end": 2097.29, "word": " ذلك", "probability": 0.996337890625}, {"start": 2097.29, "end": 2097.71, "word": " روح", "probability": 0.9892578125}], "temperature": 1.0}, {"id": 94, "seek": 211983, "start": 2099.27, "end": 2119.83, "text": "هذا incomplete بالظبط، هذا بقدر أحطها تحت مسمى incomplete، ليش؟ لأن قد يكون في policeman هو اللي سمحلي أو قد يكون أنا سيارة إسعاف، مش هيك؟ بالظبط، ففي الحالة هذه لأ بصير مقبول ال rule، قبل شوية بمطلاقة ماكنتش مقبولة، ماكنتش مقبولة، كيف؟", "tokens": [3224, 15730, 31709, 20666, 19913, 3555, 9566, 12399, 23758, 4724, 28543, 2288, 5551, 5016, 9566, 11296, 6055, 33753, 3714, 38251, 7578, 31709, 12399, 32239, 8592, 22807, 5296, 33456, 12174, 3215, 7251, 30544, 8978, 42658, 31439, 13672, 1829, 8608, 2304, 5016, 20292, 34051, 12174, 3215, 7251, 30544, 41850, 8608, 1829, 9640, 3660, 11933, 3794, 3615, 31845, 12399, 37893, 39896, 4117, 22807, 20666, 19913, 3555, 9566, 12399, 6156, 41185, 21542, 6027, 3660, 29538, 5296, 10721, 4724, 9381, 13546, 3714, 4587, 3555, 12610, 2423, 4978, 12399, 12174, 36150, 13412, 2407, 10632, 4724, 2304, 9566, 15040, 28671, 19446, 19452, 2655, 8592, 3714, 4587, 3555, 12610, 3660, 12399, 19446, 19452, 2655, 8592, 3714, 4587, 3555, 12610, 3660, 12399, 9122, 33911, 22807], "avg_logprob": -0.14436432235261315, "compression_ratio": 1.7882882882882882, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2099.27, "end": 2099.59, "word": "هذا", "probability": 0.628662109375}, {"start": 2099.59, "end": 2099.99, "word": " incomplete", "probability": 0.82421875}, {"start": 2099.99, "end": 2100.83, "word": " بالظبط،", "probability": 0.876318359375}, {"start": 2100.83, "end": 2100.97, "word": " هذا", "probability": 0.66259765625}, {"start": 2100.97, "end": 2101.29, "word": " بقدر", "probability": 0.9720052083333334}, {"start": 2101.29, "end": 2101.75, "word": " أحطها", "probability": 0.80224609375}, {"start": 2101.75, "end": 2101.95, "word": " تحت", "probability": 0.9912109375}, {"start": 2101.95, "end": 2102.33, "word": " مسمى", "probability": 0.621337890625}, {"start": 2102.33, "end": 2102.81, "word": " incomplete،", "probability": 0.766357421875}, {"start": 2102.81, "end": 2103.19, "word": " ليش؟", "probability": 0.8645833333333334}, {"start": 2103.19, "end": 2103.47, "word": " لأن", "probability": 0.9287109375}, {"start": 2103.47, "end": 2103.73, "word": " قد", "probability": 0.78955078125}, {"start": 2103.73, "end": 2103.99, "word": " يكون", "probability": 0.968017578125}, {"start": 2103.99, "end": 2104.13, "word": " في", "probability": 0.94580078125}, {"start": 2104.13, "end": 2104.61, "word": " policeman", "probability": 0.431640625}, {"start": 2104.61, "end": 2104.91, "word": " هو", "probability": 0.97216796875}, {"start": 2104.91, "end": 2105.05, "word": " اللي", "probability": 0.984375}, {"start": 2105.05, "end": 2105.43, "word": " سمحلي", "probability": 0.8485107421875}, {"start": 2105.43, "end": 2106.37, "word": " أو", "probability": 0.61572265625}, {"start": 2106.37, "end": 2106.59, "word": " قد", "probability": 0.9931640625}, {"start": 2106.59, "end": 2106.91, "word": " يكون", "probability": 0.990966796875}, {"start": 2106.91, "end": 2107.11, "word": " أنا", "probability": 0.8740234375}, {"start": 2107.11, "end": 2107.41, "word": " سيارة", "probability": 0.8785400390625}, {"start": 2107.41, "end": 2109.35, "word": " إسعاف،", "probability": 0.82763671875}, {"start": 2109.35, "end": 2109.51, "word": " مش", "probability": 0.91748046875}, {"start": 2109.51, "end": 2110.63, "word": " هيك؟", "probability": 0.9288736979166666}, {"start": 2110.63, "end": 2111.81, "word": " بالظبط،", "probability": 0.93369140625}, {"start": 2111.81, "end": 2112.05, "word": " ففي", "probability": 0.91943359375}, {"start": 2112.05, "end": 2112.35, "word": " الحالة", "probability": 0.9609375}, {"start": 2112.35, "end": 2112.55, "word": " هذه", "probability": 0.876953125}, {"start": 2112.55, "end": 2112.73, "word": " لأ", "probability": 0.846435546875}, {"start": 2112.73, "end": 2113.11, "word": " بصير", "probability": 0.7744140625}, {"start": 2113.11, "end": 2113.93, "word": " مقبول", "probability": 0.981201171875}, {"start": 2113.93, "end": 2114.09, "word": " ال", "probability": 0.87890625}, {"start": 2114.09, "end": 2115.39, "word": " rule،", "probability": 0.718994140625}, {"start": 2115.39, "end": 2115.59, "word": " قبل", "probability": 0.896728515625}, {"start": 2115.59, "end": 2115.93, "word": " شوية", "probability": 0.93798828125}, {"start": 2115.93, "end": 2116.87, "word": " بمطلاقة", "probability": 0.89755859375}, {"start": 2116.87, "end": 2117.29, "word": " ماكنتش", "probability": 0.9356689453125}, {"start": 2117.29, "end": 2118.55, "word": " مقبولة،", "probability": 0.97216796875}, {"start": 2118.55, "end": 2118.93, "word": " ماكنتش", "probability": 0.874755859375}, {"start": 2118.93, "end": 2119.37, "word": " مقبولة،", "probability": 0.9678548177083334}, {"start": 2119.37, "end": 2119.83, "word": " كيف؟", "probability": 0.9866536458333334}], "temperature": 1.0}, {"id": 95, "seek": 214494, "start": 2120.38, "end": 2144.94, "text": "ال confliction هذه إن والله ال traffic light is red إشارة المرور حمرا و ال action is go و مع ذلك أمرض هيك لحالها مش مظبوطة لكن واضح إنه فيه إشكالية في إن هي ممكن تكون incomplete و هاد ال incomplete هي اللي هتدخلنا الآن للموضوع اللي بدنا نروحله", "tokens": [6027, 1497, 75, 4105, 29538, 36145, 16070, 43761, 2423, 6419, 1442, 307, 2182, 11933, 8592, 9640, 3660, 9673, 2288, 13063, 11331, 2304, 23557, 4032, 2423, 3069, 307, 352, 4032, 20449, 29910, 23275, 5551, 29973, 11242, 39896, 4117, 5296, 5016, 6027, 11296, 37893, 3714, 19913, 3555, 2407, 9566, 3660, 44381, 4032, 46958, 5016, 36145, 3224, 8978, 3224, 11933, 8592, 4117, 6027, 10632, 8978, 36145, 39896, 3714, 43020, 6055, 30544, 31709, 4032, 8032, 18513, 2423, 31709, 39896, 13672, 1829, 8032, 2655, 3215, 9778, 1211, 8315, 6024, 48506, 5296, 19528, 2407, 11242, 45367, 13672, 1829, 47525, 8315, 8717, 32887, 5016, 43761], "avg_logprob": -0.19586489778576474, "compression_ratio": 1.6888888888888889, "no_speech_prob": 1.0132789611816406e-06, "words": [{"start": 2120.38, "end": 2120.7, "word": "ال", "probability": 0.7021484375}, {"start": 2120.7, "end": 2121.78, "word": " confliction", "probability": 0.4986165364583333}, {"start": 2121.78, "end": 2122.1, "word": " هذه", "probability": 0.72509765625}, {"start": 2122.1, "end": 2122.62, "word": " إن", "probability": 0.248046875}, {"start": 2122.62, "end": 2122.96, "word": " والله", "probability": 0.725830078125}, {"start": 2122.96, "end": 2123.5, "word": " ال", "probability": 0.5078125}, {"start": 2123.5, "end": 2123.76, "word": " traffic", "probability": 0.93994140625}, {"start": 2123.76, "end": 2124.08, "word": " light", "probability": 0.912109375}, {"start": 2124.08, "end": 2124.34, "word": " is", "probability": 0.91943359375}, {"start": 2124.34, "end": 2124.76, "word": " red", "probability": 0.85546875}, {"start": 2124.76, "end": 2125.46, "word": " إشارة", "probability": 0.884521484375}, {"start": 2125.46, "end": 2125.78, "word": " المرور", "probability": 0.9588216145833334}, {"start": 2125.78, "end": 2126.2, "word": " حمرا", "probability": 0.72509765625}, {"start": 2126.2, "end": 2126.78, "word": " و", "probability": 0.83056640625}, {"start": 2126.78, "end": 2127.04, "word": " ال", "probability": 0.845703125}, {"start": 2127.04, "end": 2127.44, "word": " action", "probability": 0.97216796875}, {"start": 2127.44, "end": 2127.78, "word": " is", "probability": 0.9677734375}, {"start": 2127.78, "end": 2128.02, "word": " go", "probability": 0.95654296875}, {"start": 2128.02, "end": 2128.56, "word": " و", "probability": 0.97021484375}, {"start": 2128.56, "end": 2128.7, "word": " مع", "probability": 0.55908203125}, {"start": 2128.7, "end": 2128.94, "word": " ذلك", "probability": 0.99755859375}, {"start": 2128.94, "end": 2129.32, "word": " أمرض", "probability": 0.655517578125}, {"start": 2129.32, "end": 2130.64, "word": " هيك", "probability": 0.4951171875}, {"start": 2130.64, "end": 2131.14, "word": " لحالها", "probability": 0.9912109375}, {"start": 2131.14, "end": 2131.78, "word": " مش", "probability": 0.97119140625}, {"start": 2131.78, "end": 2132.36, "word": " مظبوطة", "probability": 0.97705078125}, {"start": 2132.36, "end": 2132.98, "word": " لكن", "probability": 0.89599609375}, {"start": 2132.98, "end": 2133.44, "word": " واضح", "probability": 0.9913736979166666}, {"start": 2133.44, "end": 2133.72, "word": " إنه", "probability": 0.7509765625}, {"start": 2133.72, "end": 2134.54, "word": " فيه", "probability": 0.743408203125}, {"start": 2134.54, "end": 2136.26, "word": " إشكالية", "probability": 0.95654296875}, {"start": 2136.26, "end": 2137.32, "word": " في", "probability": 0.89013671875}, {"start": 2137.32, "end": 2139.1, "word": " إن", "probability": 0.4599609375}, {"start": 2139.1, "end": 2139.28, "word": " هي", "probability": 0.8212890625}, {"start": 2139.28, "end": 2139.56, "word": " ممكن", "probability": 0.992431640625}, {"start": 2139.56, "end": 2139.9, "word": " تكون", "probability": 0.990234375}, {"start": 2139.9, "end": 2140.4, "word": " incomplete", "probability": 0.91796875}, {"start": 2140.4, "end": 2141.56, "word": " و", "probability": 0.56787109375}, {"start": 2141.56, "end": 2141.76, "word": " هاد", "probability": 0.547607421875}, {"start": 2141.76, "end": 2141.84, "word": " ال", "probability": 0.98779296875}, {"start": 2141.84, "end": 2142.28, "word": " incomplete", "probability": 0.9716796875}, {"start": 2142.28, "end": 2142.6, "word": " هي", "probability": 0.96044921875}, {"start": 2142.6, "end": 2142.74, "word": " اللي", "probability": 0.96435546875}, {"start": 2142.74, "end": 2143.34, "word": " هتدخلنا", "probability": 0.8998209635416666}, {"start": 2143.34, "end": 2143.58, "word": " الآن", "probability": 0.7783203125}, {"start": 2143.58, "end": 2144.14, "word": " للموضوع", "probability": 0.97724609375}, {"start": 2144.14, "end": 2144.26, "word": " اللي", "probability": 0.978759765625}, {"start": 2144.26, "end": 2144.5, "word": " بدنا", "probability": 0.977294921875}, {"start": 2144.5, "end": 2144.94, "word": " نروحله", "probability": 0.9490966796875}], "temperature": 1.0}, {"id": 96, "seek": 217114, "start": 2145.92, "end": 2171.14, "text": "واللي هو ببساطة اللي هي ببساطة ال uncertainty management هي إدارة عدم التأكد أنا مش متأكد كتير من المعلومة لما أقول والله إذا تدلني شمس بدي أروح البحر مثلا if then هي مش هي if then؟ كويس لكن مين قال إنه جدش لازم تكون درجة الحرارة بالظبط أو الشمس هادى هل في معها هو ولا ماحاش هو", "tokens": [2407, 6027, 20292, 31439, 4724, 3555, 3794, 41193, 3660, 13672, 1829, 39896, 4724, 3555, 3794, 41193, 3660, 2423, 15697, 4592, 39896, 11933, 3215, 9640, 3660, 6225, 40448, 16712, 10721, 4117, 3215, 41850, 37893, 44650, 10721, 4117, 3215, 9122, 2655, 13546, 9154, 9673, 30241, 20498, 3660, 5296, 15042, 5551, 39648, 16070, 43761, 11933, 15730, 6055, 3215, 1211, 22653, 13412, 2304, 3794, 4724, 16254, 5551, 32887, 5016, 29739, 5016, 2288, 50113, 15040, 498, 550, 39896, 37893, 39896, 498, 550, 22807, 9122, 45865, 3794, 44381, 3714, 9957, 50239, 36145, 3224, 10874, 3215, 8592, 5296, 31377, 2304, 6055, 30544, 11778, 47341, 3660, 21542, 2288, 9640, 3660, 20666, 19913, 3555, 9566, 34051, 25124, 2304, 3794, 8032, 18513, 7578, 8032, 1211, 8978, 20449, 11296, 31439, 49429, 19446, 5016, 33599, 31439], "avg_logprob": -0.16787500619888307, "compression_ratio": 1.7613636363636365, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 2145.92, "end": 2146.2, "word": "واللي", "probability": 0.92138671875}, {"start": 2146.2, "end": 2146.4, "word": " هو", "probability": 0.9716796875}, {"start": 2146.4, "end": 2147.1, "word": " ببساطة", "probability": 0.988671875}, {"start": 2147.1, "end": 2148.5, "word": " اللي", "probability": 0.6754150390625}, {"start": 2148.5, "end": 2148.6, "word": " هي", "probability": 0.81494140625}, {"start": 2148.6, "end": 2149.04, "word": " ببساطة", "probability": 0.957421875}, {"start": 2149.04, "end": 2149.14, "word": " ال", "probability": 0.9462890625}, {"start": 2149.14, "end": 2149.5, "word": " uncertainty", "probability": 0.86376953125}, {"start": 2149.5, "end": 2150.6, "word": " management", "probability": 0.82177734375}, {"start": 2150.6, "end": 2150.92, "word": " هي", "probability": 0.7177734375}, {"start": 2150.92, "end": 2151.6, "word": " إدارة", "probability": 0.982421875}, {"start": 2151.6, "end": 2152.1, "word": " عدم", "probability": 0.978271484375}, {"start": 2152.1, "end": 2152.74, "word": " التأكد", "probability": 0.9869384765625}, {"start": 2152.74, "end": 2154.14, "word": " أنا", "probability": 0.7119140625}, {"start": 2154.14, "end": 2154.26, "word": " مش", "probability": 0.99169921875}, {"start": 2154.26, "end": 2154.66, "word": " متأكد", "probability": 0.958740234375}, {"start": 2154.66, "end": 2154.9, "word": " كتير", "probability": 0.9791666666666666}, {"start": 2154.9, "end": 2155.02, "word": " من", "probability": 0.994140625}, {"start": 2155.02, "end": 2155.76, "word": " المعلومة", "probability": 0.9945068359375}, {"start": 2155.76, "end": 2156.2, "word": " لما", "probability": 0.806640625}, {"start": 2156.2, "end": 2156.46, "word": " أقول", "probability": 0.9267578125}, {"start": 2156.46, "end": 2156.82, "word": " والله", "probability": 0.831787109375}, {"start": 2156.82, "end": 2158.12, "word": " إذا", "probability": 0.97412109375}, {"start": 2158.12, "end": 2158.46, "word": " تدلني", "probability": 0.7216796875}, {"start": 2158.46, "end": 2158.94, "word": " شمس", "probability": 0.8318684895833334}, {"start": 2158.94, "end": 2159.26, "word": " بدي", "probability": 0.50274658203125}, {"start": 2159.26, "end": 2159.44, "word": " أروح", "probability": 0.9645182291666666}, {"start": 2159.44, "end": 2159.94, "word": " البحر", "probability": 0.982421875}, {"start": 2159.94, "end": 2161.9, "word": " مثلا", "probability": 0.9677734375}, {"start": 2161.9, "end": 2162.44, "word": " if", "probability": 0.80078125}, {"start": 2162.44, "end": 2162.7, "word": " then", "probability": 0.87744140625}, {"start": 2162.7, "end": 2162.88, "word": " هي", "probability": 0.869140625}, {"start": 2162.88, "end": 2163.56, "word": " مش", "probability": 0.1710205078125}, {"start": 2163.56, "end": 2163.72, "word": " هي", "probability": 0.9189453125}, {"start": 2163.72, "end": 2163.9, "word": " if", "probability": 0.89111328125}, {"start": 2163.9, "end": 2164.28, "word": " then؟", "probability": 0.701416015625}, {"start": 2164.28, "end": 2164.64, "word": " كويس", "probability": 0.89599609375}, {"start": 2164.64, "end": 2165.16, "word": " لكن", "probability": 0.6142578125}, {"start": 2165.16, "end": 2165.44, "word": " مين", "probability": 0.896484375}, {"start": 2165.44, "end": 2165.72, "word": " قال", "probability": 0.6162109375}, {"start": 2165.72, "end": 2166.42, "word": " إنه", "probability": 0.678955078125}, {"start": 2166.42, "end": 2166.68, "word": " جدش", "probability": 0.7999674479166666}, {"start": 2166.68, "end": 2166.9, "word": " لازم", "probability": 0.9951171875}, {"start": 2166.9, "end": 2167.14, "word": " تكون", "probability": 0.927490234375}, {"start": 2167.14, "end": 2167.48, "word": " درجة", "probability": 0.9938151041666666}, {"start": 2167.48, "end": 2167.9, "word": " الحرارة", "probability": 0.9901123046875}, {"start": 2167.9, "end": 2168.34, "word": " بالظبط", "probability": 0.9935302734375}, {"start": 2168.34, "end": 2168.56, "word": " أو", "probability": 0.8984375}, {"start": 2168.56, "end": 2169.04, "word": " الشمس", "probability": 0.9700520833333334}, {"start": 2169.04, "end": 2169.4, "word": " هادى", "probability": 0.6863606770833334}, {"start": 2169.4, "end": 2169.86, "word": " هل", "probability": 0.74365234375}, {"start": 2169.86, "end": 2169.96, "word": " في", "probability": 0.94287109375}, {"start": 2169.96, "end": 2170.28, "word": " معها", "probability": 0.81201171875}, {"start": 2170.28, "end": 2170.48, "word": " هو", "probability": 0.79736328125}, {"start": 2170.48, "end": 2170.6, "word": " ولا", "probability": 0.21875}, {"start": 2170.6, "end": 2170.94, "word": " ماحاش", "probability": 0.763671875}, {"start": 2170.94, "end": 2171.14, "word": " هو", "probability": 0.93994140625}], "temperature": 1.0}, {"id": 97, "seek": 219517, "start": 2172.38, "end": 2195.18, "text": "طيب، لما بقول إذا الجو دافي، بدي .. بدي ألبس نص كوم، مين اللي بحدد ليه جديش دافي يعني؟ إيش يعني دافي؟ يعني جديش درس الحرارة دافي، ما هي بتختلف من واحد للتاني كلمة دافي هذه أو بارد، في ناس بتحملوا البارد فهي بالنسبالهم لقى الجو كويس، و ناس بيكونوا قاعدين برجفه، و نفس الكلام في ..", "tokens": [9566, 1829, 3555, 12399, 5296, 15042, 4724, 39648, 11933, 15730, 25724, 2407, 11778, 31845, 1829, 12399, 4724, 16254, 4386, 4724, 16254, 5551, 46152, 3794, 8717, 9381, 9122, 20498, 12399, 3714, 9957, 13672, 1829, 4724, 24401, 3215, 32239, 3224, 10874, 16254, 8592, 11778, 31845, 1829, 37495, 22653, 22807, 11933, 1829, 8592, 37495, 22653, 11778, 31845, 1829, 22807, 37495, 22653, 10874, 16254, 8592, 11778, 2288, 3794, 21542, 2288, 9640, 3660, 11778, 31845, 1829, 12399, 19446, 39896, 39894, 46456, 46538, 9154, 36764, 24401, 24976, 2655, 7649, 1829, 9122, 19528, 3660, 11778, 31845, 1829, 29538, 34051, 4724, 9640, 3215, 12399, 8978, 8717, 32277, 39894, 35571, 1211, 14407, 29739, 9640, 3215, 6156, 3224, 1829, 20666, 1863, 35457, 6027, 16095, 5296, 4587, 7578, 25724, 2407, 9122, 45865, 3794, 12399, 4032, 8717, 32277, 4724, 1829, 30544, 14407, 12174, 995, 22488, 9957, 4724, 47341, 5172, 3224, 12399, 4032, 8717, 36178, 2423, 28820, 10943, 8978, 4386], "avg_logprob": -0.12658361617375063, "compression_ratio": 2.0080645161290325, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2172.38, "end": 2172.86, "word": "طيب،", "probability": 0.8155517578125}, {"start": 2172.86, "end": 2173.12, "word": " لما", "probability": 0.860107421875}, {"start": 2173.12, "end": 2173.36, "word": " بقول", "probability": 0.9453125}, {"start": 2173.36, "end": 2173.54, "word": " إذا", "probability": 0.916015625}, {"start": 2173.54, "end": 2173.88, "word": " الجو", "probability": 0.950927734375}, {"start": 2173.88, "end": 2174.82, "word": " دافي،", "probability": 0.886474609375}, {"start": 2174.82, "end": 2175.28, "word": " بدي", "probability": 0.725830078125}, {"start": 2175.28, "end": 2175.8, "word": " ..", "probability": 0.919921875}, {"start": 2175.8, "end": 2176.26, "word": " بدي", "probability": 0.939453125}, {"start": 2176.26, "end": 2176.46, "word": " ألبس", "probability": 0.9615885416666666}, {"start": 2176.46, "end": 2176.62, "word": " نص", "probability": 0.90625}, {"start": 2176.62, "end": 2178.46, "word": " كوم،", "probability": 0.6424967447916666}, {"start": 2178.46, "end": 2179.46, "word": " مين", "probability": 0.982177734375}, {"start": 2179.46, "end": 2179.56, "word": " اللي", "probability": 0.98779296875}, {"start": 2179.56, "end": 2179.9, "word": " بحدد", "probability": 0.8961588541666666}, {"start": 2179.9, "end": 2180.04, "word": " ليه", "probability": 0.682373046875}, {"start": 2180.04, "end": 2180.36, "word": " جديش", "probability": 0.8505859375}, {"start": 2180.36, "end": 2180.68, "word": " دافي", "probability": 0.9482421875}, {"start": 2180.68, "end": 2181.96, "word": " يعني؟", "probability": 0.88330078125}, {"start": 2181.96, "end": 2182.24, "word": " إيش", "probability": 0.91650390625}, {"start": 2182.24, "end": 2182.42, "word": " يعني", "probability": 0.974853515625}, {"start": 2182.42, "end": 2183.48, "word": " دافي؟", "probability": 0.9884033203125}, {"start": 2183.48, "end": 2183.72, "word": " يعني", "probability": 0.98779296875}, {"start": 2183.72, "end": 2184.02, "word": " جديش", "probability": 0.767333984375}, {"start": 2184.02, "end": 2184.26, "word": " درس", "probability": 0.8946940104166666}, {"start": 2184.26, "end": 2184.72, "word": " الحرارة", "probability": 0.9205322265625}, {"start": 2184.72, "end": 2186.06, "word": " دافي،", "probability": 0.8759765625}, {"start": 2186.06, "end": 2186.14, "word": " ما", "probability": 0.8583984375}, {"start": 2186.14, "end": 2186.22, "word": " هي", "probability": 0.798828125}, {"start": 2186.22, "end": 2186.56, "word": " بتختلف", "probability": 0.8211263020833334}, {"start": 2186.56, "end": 2186.68, "word": " من", "probability": 0.99658203125}, {"start": 2186.68, "end": 2186.88, "word": " واحد", "probability": 0.98486328125}, {"start": 2186.88, "end": 2187.26, "word": " للتاني", "probability": 0.9041748046875}, {"start": 2187.26, "end": 2187.54, "word": " كلمة", "probability": 0.9674479166666666}, {"start": 2187.54, "end": 2187.86, "word": " دافي", "probability": 0.9635416666666666}, {"start": 2187.86, "end": 2188.12, "word": " هذه", "probability": 0.5263671875}, {"start": 2188.12, "end": 2188.7, "word": " أو", "probability": 0.73779296875}, {"start": 2188.7, "end": 2189.42, "word": " بارد،", "probability": 0.9669189453125}, {"start": 2189.42, "end": 2189.5, "word": " في", "probability": 0.93505859375}, {"start": 2189.5, "end": 2189.68, "word": " ناس", "probability": 0.962890625}, {"start": 2189.68, "end": 2190.14, "word": " بتحملوا", "probability": 0.904052734375}, {"start": 2190.14, "end": 2190.46, "word": " البارد", "probability": 0.8938802083333334}, {"start": 2190.46, "end": 2190.72, "word": " فهي", "probability": 0.861328125}, {"start": 2190.72, "end": 2191.1, "word": " بالنسبالهم", "probability": 0.95048828125}, {"start": 2191.1, "end": 2191.24, "word": " لقى", "probability": 0.81591796875}, {"start": 2191.24, "end": 2191.42, "word": " الجو", "probability": 0.873779296875}, {"start": 2191.42, "end": 2191.84, "word": " كويس،", "probability": 0.8759765625}, {"start": 2191.84, "end": 2191.94, "word": " و", "probability": 0.99072265625}, {"start": 2191.94, "end": 2192.12, "word": " ناس", "probability": 0.834716796875}, {"start": 2192.12, "end": 2192.44, "word": " بيكونوا", "probability": 0.964599609375}, {"start": 2192.44, "end": 2192.62, "word": " قاعدين", "probability": 0.948486328125}, {"start": 2192.62, "end": 2193.88, "word": " برجفه،", "probability": 0.84287109375}, {"start": 2193.88, "end": 2194.12, "word": " و", "probability": 0.9912109375}, {"start": 2194.12, "end": 2194.4, "word": " نفس", "probability": 0.96630859375}, {"start": 2194.4, "end": 2194.8, "word": " الكلام", "probability": 0.9807942708333334}, {"start": 2194.8, "end": 2195.02, "word": " في", "probability": 0.9873046875}, {"start": 2195.02, "end": 2195.18, "word": " ..", "probability": 0.94677734375}], "temperature": 1.0}, {"id": 98, "seek": 220635, "start": 2195.97, "end": 2206.35, "text": "الدافي أو ال warm اللي هو ناس ممكن تكون الجو بالنسبالها عادي و الناس قاعدة بتعرج جنبهم فالقصد إنه المفهوم مش بالمطلق هيك يا أبيض يا أسود", "tokens": [6027, 28259, 41185, 34051, 2423, 4561, 13672, 1829, 31439, 8717, 32277, 3714, 43020, 6055, 30544, 25724, 2407, 20666, 1863, 35457, 6027, 11296, 6225, 995, 16254, 4032, 2423, 8315, 3794, 12174, 995, 22488, 3660, 39894, 3615, 47341, 10874, 1863, 3555, 16095, 6156, 6027, 4587, 9381, 3215, 36145, 3224, 9673, 5172, 3224, 20498, 37893, 20666, 2304, 9566, 1211, 4587, 39896, 4117, 35186, 5551, 21292, 11242, 35186, 5551, 3794, 23328], "avg_logprob": -0.10966222130638711, "compression_ratio": 1.5612903225806452, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2195.9700000000003, "end": 2196.57, "word": "الدافي", "probability": 0.9127604166666666}, {"start": 2196.57, "end": 2197.01, "word": " أو", "probability": 0.74267578125}, {"start": 2197.01, "end": 2197.13, "word": " ال", "probability": 0.9912109375}, {"start": 2197.13, "end": 2197.45, "word": " warm", "probability": 0.6494140625}, {"start": 2197.45, "end": 2198.19, "word": " اللي", "probability": 0.913818359375}, {"start": 2198.19, "end": 2198.35, "word": " هو", "probability": 0.98095703125}, {"start": 2198.35, "end": 2198.65, "word": " ناس", "probability": 0.933349609375}, {"start": 2198.65, "end": 2198.95, "word": " ممكن", "probability": 0.968994140625}, {"start": 2198.95, "end": 2199.25, "word": " تكون", "probability": 0.99169921875}, {"start": 2199.25, "end": 2199.51, "word": " الجو", "probability": 0.9267578125}, {"start": 2199.51, "end": 2199.97, "word": " بالنسبالها", "probability": 0.8923828125}, {"start": 2199.97, "end": 2200.21, "word": " عادي", "probability": 0.9215494791666666}, {"start": 2200.21, "end": 2200.31, "word": " و", "probability": 0.5439453125}, {"start": 2200.31, "end": 2200.49, "word": " الناس", "probability": 0.9708658854166666}, {"start": 2200.49, "end": 2200.69, "word": " قاعدة", "probability": 0.8795166015625}, {"start": 2200.69, "end": 2201.01, "word": " بتعرج", "probability": 0.8191731770833334}, {"start": 2201.01, "end": 2201.59, "word": " جنبهم", "probability": 0.9483642578125}, {"start": 2201.59, "end": 2203.15, "word": " فالقصد", "probability": 0.90537109375}, {"start": 2203.15, "end": 2203.67, "word": " إنه", "probability": 0.5897216796875}, {"start": 2203.67, "end": 2204.57, "word": " المفهوم", "probability": 0.993408203125}, {"start": 2204.57, "end": 2204.73, "word": " مش", "probability": 0.98876953125}, {"start": 2204.73, "end": 2205.25, "word": " بالمطلق", "probability": 0.98046875}, {"start": 2205.25, "end": 2205.47, "word": " هيك", "probability": 0.960205078125}, {"start": 2205.47, "end": 2205.61, "word": " يا", "probability": 0.7451171875}, {"start": 2205.61, "end": 2205.91, "word": " أبيض", "probability": 0.9588216145833334}, {"start": 2205.91, "end": 2205.95, "word": " يا", "probability": 0.88232421875}, {"start": 2205.95, "end": 2206.35, "word": " أسود", "probability": 0.9930013020833334}], "temperature": 1.0}, {"id": 99, "seek": 223032, "start": 2206.96, "end": 2230.32, "text": "هي مش أبيض و أسود عشان هيك اليوم هنتكلم عن هذا الموضوع كيف احنا ممكن نعالج هذه الجثة بحيث انه نعدل شوية على ال rule based اللي حكينا ال expert system اللي حكينا عنه اللي بتعامل مع rule based واضحة او rule كاملة if then هنتكلم عن what is uncertainty ايش هي يعني عدم التأكد او عدم الوثوقية", "tokens": [3224, 1829, 37893, 5551, 21292, 11242, 4032, 5551, 3794, 23328, 6225, 8592, 7649, 39896, 4117, 45595, 20498, 8032, 29399, 4117, 19528, 18871, 23758, 9673, 2407, 11242, 45367, 9122, 33911, 1975, 5016, 8315, 3714, 43020, 8717, 3615, 6027, 7435, 29538, 25724, 12984, 3660, 4724, 5016, 1829, 12984, 16472, 3224, 8717, 22488, 1211, 13412, 2407, 10632, 15844, 2423, 4978, 2361, 13672, 1829, 11331, 4117, 1829, 8315, 2423, 5844, 1185, 13672, 1829, 11331, 4117, 1829, 8315, 18871, 3224, 13672, 1829, 39894, 3615, 10943, 1211, 20449, 4978, 2361, 4032, 46958, 5016, 3660, 1975, 2407, 4978, 9122, 10943, 37977, 498, 550, 8032, 29399, 4117, 19528, 18871, 437, 307, 15697, 1975, 1829, 8592, 39896, 37495, 22653, 6225, 40448, 16712, 10721, 4117, 3215, 1975, 2407, 6225, 40448, 2423, 2407, 12984, 30543, 10632], "avg_logprob": -0.13256448483656322, "compression_ratio": 1.7624521072796935, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 2206.96, "end": 2207.44, "word": "هي", "probability": 0.911865234375}, {"start": 2207.44, "end": 2207.98, "word": " مش", "probability": 0.9892578125}, {"start": 2207.98, "end": 2208.3, "word": " أبيض", "probability": 0.9586588541666666}, {"start": 2208.3, "end": 2208.38, "word": " و", "probability": 0.65478515625}, {"start": 2208.38, "end": 2208.8, "word": " أسود", "probability": 0.96923828125}, {"start": 2208.8, "end": 2209.6, "word": " عشان", "probability": 0.8538411458333334}, {"start": 2209.6, "end": 2209.78, "word": " هيك", "probability": 0.963623046875}, {"start": 2209.78, "end": 2210.0, "word": " اليوم", "probability": 0.98828125}, {"start": 2210.0, "end": 2210.54, "word": " هنتكلم", "probability": 0.9505615234375}, {"start": 2210.54, "end": 2210.72, "word": " عن", "probability": 0.98095703125}, {"start": 2210.72, "end": 2210.92, "word": " هذا", "probability": 0.9736328125}, {"start": 2210.92, "end": 2211.3, "word": " الموضوع", "probability": 0.9984130859375}, {"start": 2211.3, "end": 2211.54, "word": " كيف", "probability": 0.813232421875}, {"start": 2211.54, "end": 2211.7, "word": " احنا", "probability": 0.826904296875}, {"start": 2211.7, "end": 2211.98, "word": " ممكن", "probability": 0.83984375}, {"start": 2211.98, "end": 2212.56, "word": " نعالج", "probability": 0.9439697265625}, {"start": 2212.56, "end": 2212.74, "word": " هذه", "probability": 0.452880859375}, {"start": 2212.74, "end": 2213.18, "word": " الجثة", "probability": 0.9093424479166666}, {"start": 2213.18, "end": 2213.72, "word": " بحيث", "probability": 0.9552001953125}, {"start": 2213.72, "end": 2213.88, "word": " انه", "probability": 0.700927734375}, {"start": 2213.88, "end": 2214.46, "word": " نعدل", "probability": 0.9235026041666666}, {"start": 2214.46, "end": 2214.9, "word": " شوية", "probability": 0.88720703125}, {"start": 2214.9, "end": 2215.1, "word": " على", "probability": 0.8271484375}, {"start": 2215.1, "end": 2215.18, "word": " ال", "probability": 0.9482421875}, {"start": 2215.18, "end": 2215.32, "word": " rule", "probability": 0.7177734375}, {"start": 2215.32, "end": 2215.7, "word": " based", "probability": 0.87109375}, {"start": 2215.7, "end": 2215.86, "word": " اللي", "probability": 0.94189453125}, {"start": 2215.86, "end": 2216.26, "word": " حكينا", "probability": 0.9267578125}, {"start": 2216.26, "end": 2216.58, "word": " ال", "probability": 0.7099609375}, {"start": 2216.58, "end": 2216.8, "word": " expert", "probability": 0.59912109375}, {"start": 2216.8, "end": 2217.24, "word": " system", "probability": 0.966796875}, {"start": 2217.24, "end": 2217.74, "word": " اللي", "probability": 0.98974609375}, {"start": 2217.74, "end": 2218.08, "word": " حكينا", "probability": 0.986328125}, {"start": 2218.08, "end": 2218.28, "word": " عنه", "probability": 0.97216796875}, {"start": 2218.28, "end": 2218.38, "word": " اللي", "probability": 0.849365234375}, {"start": 2218.38, "end": 2218.78, "word": " بتعامل", "probability": 0.8206787109375}, {"start": 2218.78, "end": 2218.96, "word": " مع", "probability": 0.8359375}, {"start": 2218.96, "end": 2219.52, "word": " rule", "probability": 0.7041015625}, {"start": 2219.52, "end": 2220.04, "word": " based", "probability": 0.92431640625}, {"start": 2220.04, "end": 2220.68, "word": " واضحة", "probability": 0.866943359375}, {"start": 2220.68, "end": 2220.84, "word": " او", "probability": 0.7227783203125}, {"start": 2220.84, "end": 2221.24, "word": " rule", "probability": 0.9208984375}, {"start": 2221.24, "end": 2222.9, "word": " كاملة", "probability": 0.9777018229166666}, {"start": 2222.9, "end": 2223.12, "word": " if", "probability": 0.8759765625}, {"start": 2223.12, "end": 2223.52, "word": " then", "probability": 0.71435546875}, {"start": 2223.52, "end": 2225.02, "word": " هنتكلم", "probability": 0.9000244140625}, {"start": 2225.02, "end": 2225.24, "word": " عن", "probability": 0.986328125}, {"start": 2225.24, "end": 2226.14, "word": " what", "probability": 0.9248046875}, {"start": 2226.14, "end": 2226.36, "word": " is", "probability": 0.9609375}, {"start": 2226.36, "end": 2227.04, "word": " uncertainty", "probability": 0.88916015625}, {"start": 2227.04, "end": 2227.88, "word": " ايش", "probability": 0.6571858723958334}, {"start": 2227.88, "end": 2228.08, "word": " هي", "probability": 0.92138671875}, {"start": 2228.08, "end": 2228.26, "word": " يعني", "probability": 0.826416015625}, {"start": 2228.26, "end": 2228.48, "word": " عدم", "probability": 0.956787109375}, {"start": 2228.48, "end": 2229.02, "word": " التأكد", "probability": 0.986083984375}, {"start": 2229.02, "end": 2229.22, "word": " او", "probability": 0.818603515625}, {"start": 2229.22, "end": 2229.48, "word": " عدم", "probability": 0.988037109375}, {"start": 2229.48, "end": 2230.32, "word": " الوثوقية", "probability": 0.9212890625}], "temperature": 1.0}, {"id": 100, "seek": 224806, "start": 2230.6, "end": 2248.06, "text": "بعدين هنتكلم عن ال probability theory ال basics طبعا ال Bayesian reasoning هي أهم جزئية بدنا نتكلم عنها اللي هي if then أكتر ملائمة لل .. لل rule if then اللي هي ال conditional probability مرت عليكوا مش فاكر في السنة التالتة أتوقع", "tokens": [3555, 22488, 9957, 8032, 29399, 4117, 19528, 18871, 2423, 8482, 5261, 2423, 14688, 23032, 3555, 3615, 995, 2423, 7840, 42434, 21577, 39896, 5551, 16095, 10874, 11622, 19986, 10632, 47525, 8315, 8717, 2655, 4117, 19528, 18871, 11296, 13672, 1829, 39896, 498, 550, 5551, 4117, 2655, 2288, 3714, 1211, 16373, 46007, 24976, 4386, 24976, 4978, 498, 550, 13672, 1829, 39896, 2423, 27708, 8482, 3714, 43500, 25894, 4117, 14407, 37893, 6156, 995, 37983, 8978, 21136, 1863, 3660, 16712, 6027, 2655, 3660, 5551, 2655, 30543, 3615], "avg_logprob": -0.13582454747464284, "compression_ratio": 1.5794392523364487, "no_speech_prob": 0.0, "words": [{"start": 2230.6, "end": 2231.14, "word": "بعدين", "probability": 0.9713541666666666}, {"start": 2231.14, "end": 2231.52, "word": " هنتكلم", "probability": 0.9774169921875}, {"start": 2231.52, "end": 2231.62, "word": " عن", "probability": 0.97802734375}, {"start": 2231.62, "end": 2231.7, "word": " ال", "probability": 0.876953125}, {"start": 2231.7, "end": 2232.08, "word": " probability", "probability": 0.89306640625}, {"start": 2232.08, "end": 2232.56, "word": " theory", "probability": 0.88427734375}, {"start": 2232.56, "end": 2233.26, "word": " ال", "probability": 0.744140625}, {"start": 2233.26, "end": 2233.64, "word": " basics", "probability": 0.986328125}, {"start": 2233.64, "end": 2234.04, "word": " طبعا", "probability": 0.9910888671875}, {"start": 2234.04, "end": 2234.4, "word": " ال", "probability": 0.81005859375}, {"start": 2234.4, "end": 2234.84, "word": " Bayesian", "probability": 0.857666015625}, {"start": 2234.84, "end": 2235.44, "word": " reasoning", "probability": 0.84228515625}, {"start": 2235.44, "end": 2235.7, "word": " هي", "probability": 0.88720703125}, {"start": 2235.7, "end": 2236.06, "word": " أهم", "probability": 0.949951171875}, {"start": 2236.06, "end": 2236.78, "word": " جزئية", "probability": 0.9501953125}, {"start": 2236.78, "end": 2236.92, "word": " بدنا", "probability": 0.78662109375}, {"start": 2236.92, "end": 2237.22, "word": " نتكلم", "probability": 0.9896240234375}, {"start": 2237.22, "end": 2237.54, "word": " عنها", "probability": 0.994140625}, {"start": 2237.54, "end": 2237.68, "word": " اللي", "probability": 0.943359375}, {"start": 2237.68, "end": 2237.86, "word": " هي", "probability": 0.8828125}, {"start": 2237.86, "end": 2238.14, "word": " if", "probability": 0.93017578125}, {"start": 2238.14, "end": 2238.56, "word": " then", "probability": 0.7783203125}, {"start": 2238.56, "end": 2239.96, "word": " أكتر", "probability": 0.9615478515625}, {"start": 2239.96, "end": 2240.9, "word": " ملائمة", "probability": 0.849609375}, {"start": 2240.9, "end": 2241.22, "word": " لل", "probability": 0.935546875}, {"start": 2241.22, "end": 2241.48, "word": " ..", "probability": 0.49755859375}, {"start": 2241.48, "end": 2241.66, "word": " لل", "probability": 0.98095703125}, {"start": 2241.66, "end": 2241.88, "word": " rule", "probability": 0.8017578125}, {"start": 2241.88, "end": 2242.08, "word": " if", "probability": 0.94091796875}, {"start": 2242.08, "end": 2242.36, "word": " then", "probability": 0.88671875}, {"start": 2242.36, "end": 2242.68, "word": " اللي", "probability": 0.978271484375}, {"start": 2242.68, "end": 2242.76, "word": " هي", "probability": 0.97021484375}, {"start": 2242.76, "end": 2242.86, "word": " ال", "probability": 0.80517578125}, {"start": 2242.86, "end": 2243.26, "word": " conditional", "probability": 0.70361328125}, {"start": 2243.26, "end": 2243.88, "word": " probability", "probability": 0.96240234375}, {"start": 2243.88, "end": 2244.26, "word": " مرت", "probability": 0.86865234375}, {"start": 2244.26, "end": 2244.6, "word": " عليكوا", "probability": 0.7427571614583334}, {"start": 2244.6, "end": 2244.74, "word": " مش", "probability": 0.8173828125}, {"start": 2244.74, "end": 2245.04, "word": " فاكر", "probability": 0.9925130208333334}, {"start": 2245.04, "end": 2245.18, "word": " في", "probability": 0.9013671875}, {"start": 2245.18, "end": 2247.26, "word": " السنة", "probability": 0.5199381510416666}, {"start": 2247.26, "end": 2247.54, "word": " التالتة", "probability": 0.921875}, {"start": 2247.54, "end": 2248.06, "word": " أتوقع", "probability": 0.94140625}], "temperature": 1.0}, {"id": 101, "seek": 227321, "start": 2248.15, "end": 2273.21, "text": "أو نستوى التالت طيب هنروح بعد هيك ل ال biasing هل في biasing من ورا ال ال Bayesian method هذه؟ يعني هل ممكن يكون في انحياز؟ هل انا هكون واثق تماما ان ال system تبعي مظبوط مافيش فيه انحياز؟ برضه بدنا نتكلم عن هذا الموضوع هنحكي عنه اعتقد انه نلحقه اليوم للمرة القادمة ان شاء الله تعالى ال certainty factors", "tokens": [10721, 2407, 8717, 14851, 2407, 7578, 16712, 6027, 2655, 23032, 1829, 3555, 8032, 1863, 32887, 5016, 39182, 39896, 4117, 5296, 2423, 3228, 3349, 8032, 1211, 8978, 3228, 3349, 9154, 4032, 23557, 2423, 2423, 7840, 42434, 3170, 29538, 22807, 37495, 22653, 8032, 1211, 3714, 43020, 7251, 30544, 8978, 16472, 5016, 1829, 31377, 22807, 8032, 1211, 1975, 8315, 8032, 30544, 4032, 5718, 104, 4587, 46811, 10943, 995, 16472, 2423, 1185, 6055, 3555, 3615, 1829, 3714, 19913, 3555, 2407, 9566, 19446, 41185, 8592, 8978, 3224, 16472, 5016, 1829, 31377, 22807, 4724, 43042, 3224, 47525, 8315, 8717, 2655, 4117, 19528, 18871, 23758, 9673, 2407, 11242, 45367, 8032, 1863, 5016, 4117, 1829, 18871, 3224, 1975, 34268, 28543, 16472, 3224, 8717, 1211, 5016, 4587, 3224, 45595, 20498, 5296, 19528, 25720, 25062, 18513, 46007, 16472, 13412, 16606, 21984, 37279, 6027, 7578, 2423, 27022, 6771], "avg_logprob": -0.18115941931804022, "compression_ratio": 1.7147766323024054, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2248.15, "end": 2248.49, "word": "أو", "probability": 0.820556640625}, {"start": 2248.49, "end": 2248.87, "word": " نستوى", "probability": 0.8280029296875}, {"start": 2248.87, "end": 2249.21, "word": " التالت", "probability": 0.9689127604166666}, {"start": 2249.21, "end": 2249.79, "word": " طيب", "probability": 0.8614908854166666}, {"start": 2249.79, "end": 2250.37, "word": " هنروح", "probability": 0.877685546875}, {"start": 2250.37, "end": 2250.57, "word": " بعد", "probability": 0.97021484375}, {"start": 2250.57, "end": 2250.81, "word": " هيك", "probability": 0.911865234375}, {"start": 2250.81, "end": 2250.99, "word": " ل", "probability": 0.544921875}, {"start": 2250.99, "end": 2251.43, "word": " ال", "probability": 0.3876953125}, {"start": 2251.43, "end": 2251.95, "word": " biasing", "probability": 0.65576171875}, {"start": 2251.95, "end": 2252.47, "word": " هل", "probability": 0.8974609375}, {"start": 2252.47, "end": 2252.71, "word": " في", "probability": 0.89013671875}, {"start": 2252.71, "end": 2253.23, "word": " biasing", "probability": 0.82275390625}, {"start": 2253.23, "end": 2253.43, "word": " من", "probability": 0.9892578125}, {"start": 2253.43, "end": 2253.67, "word": " ورا", "probability": 0.948974609375}, {"start": 2253.67, "end": 2254.55, "word": " ال", "probability": 0.97900390625}, {"start": 2254.55, "end": 2254.79, "word": " ال", "probability": 0.10736083984375}, {"start": 2254.79, "end": 2255.11, "word": " Bayesian", "probability": 0.60791015625}, {"start": 2255.11, "end": 2255.59, "word": " method", "probability": 0.86669921875}, {"start": 2255.59, "end": 2256.15, "word": " هذه؟", "probability": 0.3890380859375}, {"start": 2256.15, "end": 2256.27, "word": " يعني", "probability": 0.889892578125}, {"start": 2256.27, "end": 2256.45, "word": " هل", "probability": 0.9345703125}, {"start": 2256.45, "end": 2256.67, "word": " ممكن", "probability": 0.9765625}, {"start": 2256.67, "end": 2256.87, "word": " يكون", "probability": 0.989990234375}, {"start": 2256.87, "end": 2256.99, "word": " في", "probability": 0.8681640625}, {"start": 2256.99, "end": 2258.47, "word": " انحياز؟", "probability": 0.858203125}, {"start": 2258.47, "end": 2258.63, "word": " هل", "probability": 0.965087890625}, {"start": 2258.63, "end": 2258.75, "word": " انا", "probability": 0.787353515625}, {"start": 2258.75, "end": 2259.17, "word": " هكون", "probability": 0.82275390625}, {"start": 2259.17, "end": 2259.87, "word": " واثق", "probability": 0.95849609375}, {"start": 2259.87, "end": 2260.37, "word": " تماما", "probability": 0.9910481770833334}, {"start": 2260.37, "end": 2260.53, "word": " ان", "probability": 0.681640625}, {"start": 2260.53, "end": 2260.65, "word": " ال", "probability": 0.8369140625}, {"start": 2260.65, "end": 2260.91, "word": " system", "probability": 0.98046875}, {"start": 2260.91, "end": 2261.37, "word": " تبعي", "probability": 0.9698486328125}, {"start": 2261.37, "end": 2262.19, "word": " مظبوط", "probability": 0.9490234375}, {"start": 2262.19, "end": 2262.51, "word": " مافيش", "probability": 0.6993815104166666}, {"start": 2262.51, "end": 2263.07, "word": " فيه", "probability": 0.813720703125}, {"start": 2263.07, "end": 2264.37, "word": " انحياز؟", "probability": 0.92353515625}, {"start": 2264.37, "end": 2264.57, "word": " برضه", "probability": 0.9638671875}, {"start": 2264.57, "end": 2264.75, "word": " بدنا", "probability": 0.6217041015625}, {"start": 2264.75, "end": 2265.13, "word": " نتكلم", "probability": 0.9925537109375}, {"start": 2265.13, "end": 2265.25, "word": " عن", "probability": 0.97265625}, {"start": 2265.25, "end": 2265.43, "word": " هذا", "probability": 0.9609375}, {"start": 2265.43, "end": 2265.77, "word": " الموضوع", "probability": 0.997802734375}, {"start": 2265.77, "end": 2266.21, "word": " هنحكي", "probability": 0.85146484375}, {"start": 2266.21, "end": 2266.51, "word": " عنه", "probability": 0.9873046875}, {"start": 2266.51, "end": 2267.83, "word": " اعتقد", "probability": 0.8362630208333334}, {"start": 2267.83, "end": 2267.95, "word": " انه", "probability": 0.4730224609375}, {"start": 2267.95, "end": 2268.25, "word": " نلحقه", "probability": 0.874609375}, {"start": 2268.25, "end": 2268.49, "word": " اليوم", "probability": 0.969970703125}, {"start": 2268.49, "end": 2268.85, "word": " للمرة", "probability": 0.9651692708333334}, {"start": 2268.85, "end": 2269.19, "word": " القادمة", "probability": 0.9910481770833334}, {"start": 2269.19, "end": 2269.31, "word": " ان", "probability": 0.80322265625}, {"start": 2269.31, "end": 2269.45, "word": " شاء", "probability": 0.8955078125}, {"start": 2269.45, "end": 2269.49, "word": " الله", "probability": 0.953125}, {"start": 2269.49, "end": 2269.85, "word": " تعالى", "probability": 0.9650065104166666}, {"start": 2269.85, "end": 2270.25, "word": " ال", "probability": 0.8525390625}, {"start": 2270.25, "end": 2272.21, "word": " certainty", "probability": 0.8525390625}, {"start": 2272.21, "end": 2273.21, "word": " factors", "probability": 0.951171875}], "temperature": 1.0}, {"id": 102, "seek": 229385, "start": 2273.85, "end": 2293.85, "text": "هنروح بعدين نخفف على حالنا شوية و نقول طب أنا ليش أروح أشغل على probability و ال probability كلنا عارفين أنه محتاجة statistics كتيرة أو محتاجة قواعد بيانات ضخمة عشان أنا في النهاية حسب مفهومنا لأ ال probability هي جداش فرص أو ال chance لحدوث event معين", "tokens": [3224, 1863, 32887, 5016, 39182, 9957, 8717, 9778, 5172, 5172, 15844, 11331, 6027, 8315, 13412, 2407, 10632, 4032, 8717, 39648, 23032, 3555, 41850, 32239, 8592, 5551, 32887, 5016, 5551, 8592, 17082, 1211, 15844, 8482, 4032, 2423, 8482, 28242, 8315, 6225, 9640, 5172, 9957, 14739, 3224, 3714, 33753, 26108, 3660, 12523, 9122, 2655, 48923, 34051, 3714, 33753, 26108, 3660, 12174, 14407, 22488, 4724, 1829, 7649, 9307, 48812, 9778, 46007, 6225, 8592, 7649, 41850, 8978, 28239, 11296, 10632, 11331, 35457, 3714, 5172, 3224, 20498, 8315, 5296, 10721, 2423, 8482, 39896, 10874, 3215, 33599, 6156, 2288, 9381, 34051, 2423, 2931, 5296, 24401, 2407, 12984, 2280, 20449, 9957], "avg_logprob": -0.0971726207506089, "compression_ratio": 1.6694214876033058, "no_speech_prob": 0.0, "words": [{"start": 2273.85, "end": 2274.27, "word": "هنروح", "probability": 0.92626953125}, {"start": 2274.27, "end": 2274.59, "word": " بعدين", "probability": 0.908935546875}, {"start": 2274.59, "end": 2275.11, "word": " نخفف", "probability": 0.973876953125}, {"start": 2275.11, "end": 2275.25, "word": " على", "probability": 0.88671875}, {"start": 2275.25, "end": 2275.61, "word": " حالنا", "probability": 0.9850260416666666}, {"start": 2275.61, "end": 2275.97, "word": " شوية", "probability": 0.9314778645833334}, {"start": 2275.97, "end": 2276.35, "word": " و", "probability": 0.9287109375}, {"start": 2276.35, "end": 2276.55, "word": " نقول", "probability": 0.875732421875}, {"start": 2276.55, "end": 2276.75, "word": " طب", "probability": 0.953369140625}, {"start": 2276.75, "end": 2276.87, "word": " أنا", "probability": 0.77197265625}, {"start": 2276.87, "end": 2277.15, "word": " ليش", "probability": 0.99072265625}, {"start": 2277.15, "end": 2277.45, "word": " أروح", "probability": 0.8528645833333334}, {"start": 2277.45, "end": 2277.87, "word": " أشغل", "probability": 0.8726806640625}, {"start": 2277.87, "end": 2278.03, "word": " على", "probability": 0.97314453125}, {"start": 2278.03, "end": 2278.63, "word": " probability", "probability": 0.9072265625}, {"start": 2278.63, "end": 2279.05, "word": " و", "probability": 0.53173828125}, {"start": 2279.05, "end": 2279.11, "word": " ال", "probability": 0.91552734375}, {"start": 2279.11, "end": 2279.51, "word": " probability", "probability": 0.9326171875}, {"start": 2279.51, "end": 2279.89, "word": " كلنا", "probability": 0.955322265625}, {"start": 2279.89, "end": 2280.23, "word": " عارفين", "probability": 0.987060546875}, {"start": 2280.23, "end": 2280.57, "word": " أنه", "probability": 0.77294921875}, {"start": 2280.57, "end": 2281.11, "word": " محتاجة", "probability": 0.91796875}, {"start": 2281.11, "end": 2281.55, "word": " statistics", "probability": 0.88427734375}, {"start": 2281.55, "end": 2282.15, "word": " كتيرة", "probability": 0.9480794270833334}, {"start": 2282.15, "end": 2282.75, "word": " أو", "probability": 0.408447265625}, {"start": 2282.75, "end": 2283.17, "word": " محتاجة", "probability": 0.9951171875}, {"start": 2283.17, "end": 2283.49, "word": " قواعد", "probability": 0.9524739583333334}, {"start": 2283.49, "end": 2283.95, "word": " بيانات", "probability": 0.98974609375}, {"start": 2283.95, "end": 2284.35, "word": " ضخمة", "probability": 0.9235026041666666}, {"start": 2284.35, "end": 2285.01, "word": " عشان", "probability": 0.96337890625}, {"start": 2285.01, "end": 2285.61, "word": " أنا", "probability": 0.7177734375}, {"start": 2285.61, "end": 2285.73, "word": " في", "probability": 0.92138671875}, {"start": 2285.73, "end": 2286.15, "word": " النهاية", "probability": 0.958984375}, {"start": 2286.15, "end": 2286.75, "word": " حسب", "probability": 0.974365234375}, {"start": 2286.75, "end": 2287.35, "word": " مفهومنا", "probability": 0.98212890625}, {"start": 2287.35, "end": 2287.55, "word": " لأ", "probability": 0.801025390625}, {"start": 2287.55, "end": 2287.65, "word": " ال", "probability": 0.92578125}, {"start": 2287.65, "end": 2288.11, "word": " probability", "probability": 0.95654296875}, {"start": 2288.11, "end": 2288.57, "word": " هي", "probability": 0.9423828125}, {"start": 2288.57, "end": 2289.69, "word": " جداش", "probability": 0.6456705729166666}, {"start": 2289.69, "end": 2290.33, "word": " فرص", "probability": 0.9890950520833334}, {"start": 2290.33, "end": 2290.51, "word": " أو", "probability": 0.853515625}, {"start": 2290.51, "end": 2290.61, "word": " ال", "probability": 0.94482421875}, {"start": 2290.61, "end": 2291.15, "word": " chance", "probability": 0.98681640625}, {"start": 2291.15, "end": 2292.63, "word": " لحدوث", "probability": 0.9659423828125}, {"start": 2292.63, "end": 2293.37, "word": " event", "probability": 0.947265625}, {"start": 2293.37, "end": 2293.85, "word": " معين", "probability": 0.952392578125}], "temperature": 1.0}, {"id": 103, "seek": 232026, "start": 2294.88, "end": 2320.26, "text": "جدش فرص ال .. ال .. ال chance إنه تصير طيب عشان أحسب هذا الكلام معناه ذلك إنه لازم يكون في عندي experience عالية ال experience هذه بكل بساطة هي عبارة عن statistics إحصائيات لازم تكون موجودة طب أنا ممكن أستعيد عن ال .. او أستعيد عن الإحصائيات هذه بمين؟ بال experience إنه ممكن أقول لو واحد خبير إيش رأيك في ال role هي دي جدش بترجحها؟", "tokens": [7435, 3215, 8592, 6156, 2288, 9381, 2423, 4386, 2423, 4386, 2423, 2931, 36145, 3224, 6055, 9381, 13546, 23032, 1829, 3555, 6225, 8592, 7649, 5551, 5016, 35457, 23758, 2423, 28820, 10943, 20449, 8315, 3224, 29910, 23275, 36145, 3224, 5296, 31377, 2304, 7251, 30544, 8978, 18871, 16254, 1752, 6225, 6027, 10632, 2423, 1752, 29538, 4724, 28820, 4724, 3794, 41193, 3660, 39896, 6225, 3555, 9640, 3660, 18871, 12523, 11933, 5016, 9381, 16373, 1829, 9307, 5296, 31377, 2304, 6055, 30544, 3714, 29245, 23328, 3660, 23032, 3555, 41850, 3714, 43020, 5551, 14851, 3615, 25708, 18871, 2423, 4386, 1975, 2407, 5551, 14851, 3615, 25708, 18871, 33688, 5016, 9381, 16373, 1829, 9307, 29538, 4724, 2304, 9957, 22807, 20666, 1752, 36145, 3224, 3714, 43020, 5551, 39648, 45164, 36764, 24401, 16490, 3555, 13546, 11933, 1829, 8592, 12602, 10721, 1829, 4117, 8978, 2423, 3090, 39896, 11778, 1829, 10874, 3215, 8592, 39894, 47341, 5016, 11296, 22807], "avg_logprob": -0.12425086269639943, "compression_ratio": 1.8951048951048952, "no_speech_prob": 0.0, "words": [{"start": 2294.88, "end": 2295.26, "word": "جدش", "probability": 0.7273763020833334}, {"start": 2295.26, "end": 2295.6, "word": " فرص", "probability": 0.9959309895833334}, {"start": 2295.6, "end": 2295.76, "word": " ال", "probability": 0.9169921875}, {"start": 2295.76, "end": 2295.82, "word": " ..", "probability": 0.96875}, {"start": 2295.82, "end": 2296.08, "word": " ال", "probability": 0.97607421875}, {"start": 2296.08, "end": 2296.08, "word": " ..", "probability": 0.9287109375}, {"start": 2296.08, "end": 2296.16, "word": " ال", "probability": 0.96875}, {"start": 2296.16, "end": 2296.42, "word": " chance", "probability": 0.8544921875}, {"start": 2296.42, "end": 2296.6, "word": " إنه", "probability": 0.5169677734375}, {"start": 2296.6, "end": 2296.9, "word": " تصير", "probability": 0.8450520833333334}, {"start": 2296.9, "end": 2297.34, "word": " طيب", "probability": 0.8223470052083334}, {"start": 2297.34, "end": 2297.74, "word": " عشان", "probability": 0.9449869791666666}, {"start": 2297.74, "end": 2298.58, "word": " أحسب", "probability": 0.9383138020833334}, {"start": 2298.58, "end": 2298.8, "word": " هذا", "probability": 0.98095703125}, {"start": 2298.8, "end": 2299.14, "word": " الكلام", "probability": 0.9571940104166666}, {"start": 2299.14, "end": 2299.44, "word": " معناه", "probability": 0.8019205729166666}, {"start": 2299.44, "end": 2299.62, "word": " ذلك", "probability": 0.990234375}, {"start": 2299.62, "end": 2299.82, "word": " إنه", "probability": 0.917236328125}, {"start": 2299.82, "end": 2299.96, "word": " لازم", "probability": 0.9930013020833334}, {"start": 2299.96, "end": 2300.14, "word": " يكون", "probability": 0.964111328125}, {"start": 2300.14, "end": 2300.28, "word": " في", "probability": 0.96484375}, {"start": 2300.28, "end": 2300.5, "word": " عندي", "probability": 0.620361328125}, {"start": 2300.5, "end": 2301.04, "word": " experience", "probability": 0.95947265625}, {"start": 2301.04, "end": 2301.42, "word": " عالية", "probability": 0.9627278645833334}, {"start": 2301.42, "end": 2301.78, "word": " ال", "probability": 0.93505859375}, {"start": 2301.78, "end": 2302.12, "word": " experience", "probability": 0.95263671875}, {"start": 2302.12, "end": 2302.34, "word": " هذه", "probability": 0.3759765625}, {"start": 2302.34, "end": 2302.62, "word": " بكل", "probability": 0.9658203125}, {"start": 2302.62, "end": 2303.08, "word": " بساطة", "probability": 0.991455078125}, {"start": 2303.08, "end": 2303.62, "word": " هي", "probability": 0.8994140625}, {"start": 2303.62, "end": 2303.92, "word": " عبارة", "probability": 0.9149169921875}, {"start": 2303.92, "end": 2304.16, "word": " عن", "probability": 0.99609375}, {"start": 2304.16, "end": 2305.48, "word": " statistics", "probability": 0.8857421875}, {"start": 2305.48, "end": 2306.88, "word": " إحصائيات", "probability": 0.8836669921875}, {"start": 2306.88, "end": 2307.08, "word": " لازم", "probability": 0.9962565104166666}, {"start": 2307.08, "end": 2307.26, "word": " تكون", "probability": 0.976806640625}, {"start": 2307.26, "end": 2307.72, "word": " موجودة", "probability": 0.9915771484375}, {"start": 2307.72, "end": 2308.0, "word": " طب", "probability": 0.839599609375}, {"start": 2308.0, "end": 2308.1, "word": " أنا", "probability": 0.900390625}, {"start": 2308.1, "end": 2308.36, "word": " ممكن", "probability": 0.993896484375}, {"start": 2308.36, "end": 2308.98, "word": " أستعيد", "probability": 0.958740234375}, {"start": 2308.98, "end": 2309.12, "word": " عن", "probability": 0.982421875}, {"start": 2309.12, "end": 2309.24, "word": " ال", "probability": 0.8447265625}, {"start": 2309.24, "end": 2309.48, "word": " ..", "probability": 0.849609375}, {"start": 2309.48, "end": 2309.7, "word": " او", "probability": 0.7415771484375}, {"start": 2309.7, "end": 2310.36, "word": " أستعيد", "probability": 0.92822265625}, {"start": 2310.36, "end": 2310.46, "word": " عن", "probability": 0.9951171875}, {"start": 2310.46, "end": 2311.02, "word": " الإحصائيات", "probability": 0.970947265625}, {"start": 2311.02, "end": 2311.18, "word": " هذه", "probability": 0.787109375}, {"start": 2311.18, "end": 2312.18, "word": " بمين؟", "probability": 0.893798828125}, {"start": 2312.18, "end": 2312.5, "word": " بال", "probability": 0.9697265625}, {"start": 2312.5, "end": 2313.16, "word": " experience", "probability": 0.947265625}, {"start": 2313.16, "end": 2313.96, "word": " إنه", "probability": 0.851318359375}, {"start": 2313.96, "end": 2314.22, "word": " ممكن", "probability": 0.996337890625}, {"start": 2314.22, "end": 2314.7, "word": " أقول", "probability": 0.963623046875}, {"start": 2314.7, "end": 2315.78, "word": " لو", "probability": 0.734375}, {"start": 2315.78, "end": 2316.02, "word": " واحد", "probability": 0.96923828125}, {"start": 2316.02, "end": 2316.58, "word": " خبير", "probability": 0.9757486979166666}, {"start": 2316.58, "end": 2317.68, "word": " إيش", "probability": 0.8977864583333334}, {"start": 2317.68, "end": 2318.06, "word": " رأيك", "probability": 0.99560546875}, {"start": 2318.06, "end": 2318.18, "word": " في", "probability": 0.98974609375}, {"start": 2318.18, "end": 2318.3, "word": " ال", "probability": 0.9833984375}, {"start": 2318.3, "end": 2318.48, "word": " role", "probability": 0.53369140625}, {"start": 2318.48, "end": 2318.68, "word": " هي", "probability": 0.28857421875}, {"start": 2318.68, "end": 2318.8, "word": " دي", "probability": 0.93310546875}, {"start": 2318.8, "end": 2319.06, "word": " جدش", "probability": 0.788818359375}, {"start": 2319.06, "end": 2320.26, "word": " بترجحها؟", "probability": 0.96826171875}], "temperature": 1.0}, {"id": 104, "seek": 234804, "start": 2320.5, "end": 2348.04, "text": "لما أقوله if إذا المريض عنده درجة حرارة وعنده سعال حاد إذا المرض Corona بروح لطبيب تنفس و بقوله جدش أنت تثق في ال rule هذه في القاعدة هذه حاجة يتطلع يقولي والله هو okay بس العرضين هدولة مش شرط يعني مش هم الأكيدين لكن بقدر أقولك أنه قاعدة نسبيا 60% صحيحة", "tokens": [1211, 15042, 5551, 39648, 3224, 498, 11933, 15730, 9673, 16572, 11242, 43242, 3224, 11778, 47341, 3660, 11331, 2288, 9640, 3660, 4032, 3615, 41260, 3224, 8608, 3615, 6027, 11331, 18513, 11933, 15730, 9673, 43042, 18075, 4724, 32887, 5016, 5296, 9566, 21292, 3555, 6055, 1863, 36178, 4032, 4724, 39648, 3224, 10874, 3215, 8592, 14739, 2655, 6055, 12984, 4587, 8978, 2423, 4978, 29538, 8978, 25062, 995, 22488, 3660, 29538, 11331, 26108, 3660, 7251, 2655, 9566, 1211, 3615, 7251, 39648, 1829, 16070, 43761, 31439, 1392, 4724, 3794, 18863, 43042, 9957, 8032, 3215, 12610, 3660, 37893, 13412, 2288, 9566, 37495, 22653, 37893, 8032, 2304, 16247, 4117, 25708, 9957, 44381, 4724, 28543, 2288, 5551, 39648, 4117, 14739, 3224, 12174, 995, 22488, 3660, 8717, 35457, 25528, 4060, 4, 20328, 5016, 1829, 5016, 3660], "avg_logprob": -0.15969487883913236, "compression_ratio": 1.6964980544747081, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2320.5, "end": 2320.78, "word": "لما", "probability": 0.822265625}, {"start": 2320.78, "end": 2321.22, "word": " أقوله", "probability": 0.79736328125}, {"start": 2321.22, "end": 2322.16, "word": " if", "probability": 0.69775390625}, {"start": 2322.16, "end": 2322.84, "word": " إذا", "probability": 0.732421875}, {"start": 2322.84, "end": 2323.94, "word": " المريض", "probability": 0.9677734375}, {"start": 2323.94, "end": 2324.18, "word": " عنده", "probability": 0.994140625}, {"start": 2324.18, "end": 2324.54, "word": " درجة", "probability": 0.9915364583333334}, {"start": 2324.54, "end": 2325.1, "word": " حرارة", "probability": 0.99560546875}, {"start": 2325.1, "end": 2326.26, "word": " وعنده", "probability": 0.8372802734375}, {"start": 2326.26, "end": 2326.72, "word": " سعال", "probability": 0.9637044270833334}, {"start": 2326.72, "end": 2327.4, "word": " حاد", "probability": 0.912109375}, {"start": 2327.4, "end": 2328.44, "word": " إذا", "probability": 0.646484375}, {"start": 2328.44, "end": 2329.14, "word": " المرض", "probability": 0.964111328125}, {"start": 2329.14, "end": 2329.58, "word": " Corona", "probability": 0.394287109375}, {"start": 2329.58, "end": 2331.48, "word": " بروح", "probability": 0.87548828125}, {"start": 2331.48, "end": 2332.38, "word": " لطبيب", "probability": 0.991943359375}, {"start": 2332.38, "end": 2333.62, "word": " تنفس", "probability": 0.9225260416666666}, {"start": 2333.62, "end": 2333.92, "word": " و", "probability": 0.8369140625}, {"start": 2333.92, "end": 2334.24, "word": " بقوله", "probability": 0.9046223958333334}, {"start": 2334.24, "end": 2334.56, "word": " جدش", "probability": 0.6339518229166666}, {"start": 2334.56, "end": 2334.76, "word": " أنت", "probability": 0.773681640625}, {"start": 2334.76, "end": 2335.26, "word": " تثق", "probability": 0.9412434895833334}, {"start": 2335.26, "end": 2335.84, "word": " في", "probability": 0.9833984375}, {"start": 2335.84, "end": 2336.06, "word": " ال", "probability": 0.97607421875}, {"start": 2336.06, "end": 2336.24, "word": " rule", "probability": 0.8740234375}, {"start": 2336.24, "end": 2336.48, "word": " هذه", "probability": 0.448486328125}, {"start": 2336.48, "end": 2336.58, "word": " في", "probability": 0.32275390625}, {"start": 2336.58, "end": 2337.0, "word": " القاعدة", "probability": 0.9918212890625}, {"start": 2337.0, "end": 2337.2, "word": " هذه", "probability": 0.94970703125}, {"start": 2337.2, "end": 2337.44, "word": " حاجة", "probability": 0.8194986979166666}, {"start": 2337.44, "end": 2337.96, "word": " يتطلع", "probability": 0.91708984375}, {"start": 2337.96, "end": 2338.54, "word": " يقولي", "probability": 0.8056640625}, {"start": 2338.54, "end": 2338.8, "word": " والله", "probability": 0.854248046875}, {"start": 2338.8, "end": 2339.02, "word": " هو", "probability": 0.93505859375}, {"start": 2339.02, "end": 2339.28, "word": " okay", "probability": 0.8388671875}, {"start": 2339.28, "end": 2339.94, "word": " بس", "probability": 0.92919921875}, {"start": 2339.94, "end": 2340.42, "word": " العرضين", "probability": 0.8548177083333334}, {"start": 2340.42, "end": 2341.36, "word": " هدولة", "probability": 0.79150390625}, {"start": 2341.36, "end": 2342.28, "word": " مش", "probability": 0.8994140625}, {"start": 2342.28, "end": 2342.6, "word": " شرط", "probability": 0.9423828125}, {"start": 2342.6, "end": 2342.8, "word": " يعني", "probability": 0.85791015625}, {"start": 2342.8, "end": 2343.04, "word": " مش", "probability": 0.95556640625}, {"start": 2343.04, "end": 2343.28, "word": " هم", "probability": 0.861572265625}, {"start": 2343.28, "end": 2343.88, "word": " الأكيدين", "probability": 0.928955078125}, {"start": 2343.88, "end": 2344.2, "word": " لكن", "probability": 0.8583984375}, {"start": 2344.2, "end": 2344.56, "word": " بقدر", "probability": 0.99365234375}, {"start": 2344.56, "end": 2344.9, "word": " أقولك", "probability": 0.9430338541666666}, {"start": 2344.9, "end": 2345.24, "word": " أنه", "probability": 0.7020263671875}, {"start": 2345.24, "end": 2345.88, "word": " قاعدة", "probability": 0.7713623046875}, {"start": 2345.88, "end": 2346.46, "word": " نسبيا", "probability": 0.9054361979166666}, {"start": 2346.46, "end": 2347.24, "word": " 60", "probability": 0.60302734375}, {"start": 2347.24, "end": 2347.52, "word": "%", "probability": 0.9765625}, {"start": 2347.52, "end": 2348.04, "word": " صحيحة", "probability": 0.9861328125}], "temperature": 1.0}, {"id": 105, "seek": 237276, "start": 2349.02, "end": 2372.76, "text": "أنا بدي كلمة الـ 60% هذه بدل ما أنا بدي أحسبها ك Probability أخدتها من مين؟ من خبير بتعامل مع المرض هذا كتير فبدنا نقول بدنا نصلح سيارة، بدي أروح لواحد ميكانيك شاطر أقوله إذا صار كذا في السيارة أو صار كذا، هل بالضروري معنى ذلك أنه في مشكلة في البطارية؟ هايش يتطلع على الرول هذي، بيقوللي بس هو مش دايما بتكون مشكلة البطارية من الحشتين هذول", "tokens": [10721, 8315, 4724, 16254, 9122, 19528, 3660, 2423, 39184, 4060, 4, 29538, 47525, 1211, 19446, 41850, 4724, 16254, 5551, 5016, 35457, 11296, 9122, 8736, 2310, 5551, 9778, 3215, 2655, 11296, 9154, 3714, 9957, 22807, 9154, 16490, 3555, 13546, 39894, 3615, 10943, 1211, 20449, 9673, 43042, 23758, 9122, 2655, 13546, 6156, 44510, 8315, 8717, 39648, 47525, 8315, 8717, 36520, 5016, 8608, 1829, 9640, 3660, 12399, 4724, 16254, 5551, 32887, 5016, 5296, 14407, 24401, 3714, 1829, 41361, 1829, 4117, 13412, 41193, 2288, 5551, 39648, 3224, 11933, 15730, 20328, 9640, 9122, 15730, 8978, 21136, 1829, 9640, 3660, 34051, 20328, 9640, 9122, 15730, 12399, 8032, 1211, 20666, 11242, 2288, 13063, 1829, 20449, 1863, 7578, 29910, 23275, 14739, 3224, 8978, 37893, 28820, 3660, 8978, 29739, 9566, 9640, 10632, 22807, 8032, 47302, 8592, 7251, 2655, 9566, 1211, 3615, 15844, 34892, 12610, 8032, 8848, 1829, 12399, 4724, 1829, 39648, 20292, 4724, 3794, 31439, 37893, 11778, 47302, 15042, 39894, 30544, 37893, 28820, 3660, 29739, 9566, 9640, 10632, 9154, 21542, 8592, 2655, 9957, 8032, 8848, 12610], "avg_logprob": -0.18210565946286633, "compression_ratio": 1.8980891719745223, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 2349.02, "end": 2349.28, "word": "أنا", "probability": 0.826416015625}, {"start": 2349.28, "end": 2349.46, "word": " بدي", "probability": 0.735107421875}, {"start": 2349.46, "end": 2349.72, "word": " كلمة", "probability": 0.9832356770833334}, {"start": 2349.72, "end": 2349.9, "word": " الـ", "probability": 0.6165771484375}, {"start": 2349.9, "end": 2350.04, "word": " 60", "probability": 0.5810546875}, {"start": 2350.04, "end": 2350.36, "word": "%", "probability": 0.94921875}, {"start": 2350.36, "end": 2350.74, "word": " هذه", "probability": 0.72998046875}, {"start": 2350.74, "end": 2351.9, "word": " بدل", "probability": 0.82958984375}, {"start": 2351.9, "end": 2352.0, "word": " ما", "probability": 0.9150390625}, {"start": 2352.0, "end": 2352.14, "word": " أنا", "probability": 0.58740234375}, {"start": 2352.14, "end": 2352.3, "word": " بدي", "probability": 0.5294189453125}, {"start": 2352.3, "end": 2352.64, "word": " أحسبها", "probability": 0.9287109375}, {"start": 2352.64, "end": 2352.8, "word": " ك", "probability": 0.86572265625}, {"start": 2352.8, "end": 2353.42, "word": " Probability", "probability": 0.7012939453125}, {"start": 2353.42, "end": 2354.6, "word": " أخدتها", "probability": 0.95205078125}, {"start": 2354.6, "end": 2354.76, "word": " من", "probability": 0.98974609375}, {"start": 2354.76, "end": 2355.16, "word": " مين؟", "probability": 0.8990885416666666}, {"start": 2355.16, "end": 2355.44, "word": " من", "probability": 0.970703125}, {"start": 2355.44, "end": 2355.84, "word": " خبير", "probability": 0.9676106770833334}, {"start": 2355.84, "end": 2356.4, "word": " بتعامل", "probability": 0.85247802734375}, {"start": 2356.4, "end": 2356.58, "word": " مع", "probability": 0.9892578125}, {"start": 2356.58, "end": 2357.32, "word": " المرض", "probability": 0.9013671875}, {"start": 2357.32, "end": 2357.52, "word": " هذا", "probability": 0.7646484375}, {"start": 2357.52, "end": 2357.82, "word": " كتير", "probability": 0.9658203125}, {"start": 2357.82, "end": 2358.92, "word": " فبدنا", "probability": 0.7648111979166666}, {"start": 2358.92, "end": 2359.08, "word": " نقول", "probability": 0.9814453125}, {"start": 2359.08, "end": 2359.26, "word": " بدنا", "probability": 0.6778564453125}, {"start": 2359.26, "end": 2359.58, "word": " نصلح", "probability": 0.9002278645833334}, {"start": 2359.58, "end": 2360.22, "word": " سيارة،", "probability": 0.86767578125}, {"start": 2360.22, "end": 2360.44, "word": " بدي", "probability": 0.6875}, {"start": 2360.44, "end": 2360.58, "word": " أروح", "probability": 0.9654947916666666}, {"start": 2360.58, "end": 2360.88, "word": " لواحد", "probability": 0.75244140625}, {"start": 2360.88, "end": 2361.28, "word": " ميكانيك", "probability": 0.9771484375}, {"start": 2361.28, "end": 2361.78, "word": " شاطر", "probability": 0.861328125}, {"start": 2361.78, "end": 2362.62, "word": " أقوله", "probability": 0.681396484375}, {"start": 2362.62, "end": 2362.84, "word": " إذا", "probability": 0.908935546875}, {"start": 2362.84, "end": 2363.06, "word": " صار", "probability": 0.962890625}, {"start": 2363.06, "end": 2363.3, "word": " كذا", "probability": 0.98974609375}, {"start": 2363.3, "end": 2363.44, "word": " في", "probability": 0.978515625}, {"start": 2363.44, "end": 2363.8, "word": " السيارة", "probability": 0.9915771484375}, {"start": 2363.8, "end": 2363.9, "word": " أو", "probability": 0.611328125}, {"start": 2363.9, "end": 2364.06, "word": " صار", "probability": 0.961669921875}, {"start": 2364.06, "end": 2364.6, "word": " كذا،", "probability": 0.9375}, {"start": 2364.6, "end": 2364.74, "word": " هل", "probability": 0.987548828125}, {"start": 2364.74, "end": 2365.14, "word": " بالضروري", "probability": 0.901171875}, {"start": 2365.14, "end": 2365.4, "word": " معنى", "probability": 0.7371419270833334}, {"start": 2365.4, "end": 2365.62, "word": " ذلك", "probability": 0.944580078125}, {"start": 2365.62, "end": 2365.96, "word": " أنه", "probability": 0.781005859375}, {"start": 2365.96, "end": 2366.28, "word": " في", "probability": 0.9208984375}, {"start": 2366.28, "end": 2366.62, "word": " مشكلة", "probability": 0.9523111979166666}, {"start": 2366.62, "end": 2366.7, "word": " في", "probability": 0.9677734375}, {"start": 2366.7, "end": 2367.8, "word": " البطارية؟", "probability": 0.97724609375}, {"start": 2367.8, "end": 2368.42, "word": " هايش", "probability": 0.6221923828125}, {"start": 2368.42, "end": 2368.74, "word": " يتطلع", "probability": 0.83564453125}, {"start": 2368.74, "end": 2369.06, "word": " على", "probability": 0.88525390625}, {"start": 2369.06, "end": 2369.32, "word": " الرول", "probability": 0.6397705078125}, {"start": 2369.32, "end": 2369.54, "word": " هذي،", "probability": 0.583526611328125}, {"start": 2369.54, "end": 2369.78, "word": " بيقوللي", "probability": 0.827880859375}, {"start": 2369.78, "end": 2369.96, "word": " بس", "probability": 0.869384765625}, {"start": 2369.96, "end": 2370.14, "word": " هو", "probability": 0.97607421875}, {"start": 2370.14, "end": 2370.32, "word": " مش", "probability": 0.990234375}, {"start": 2370.32, "end": 2370.68, "word": " دايما", "probability": 0.8707682291666666}, {"start": 2370.68, "end": 2371.04, "word": " بتكون", "probability": 0.838134765625}, {"start": 2371.04, "end": 2371.44, "word": " مشكلة", "probability": 0.9905598958333334}, {"start": 2371.44, "end": 2371.96, "word": " البطارية", "probability": 0.9976806640625}, {"start": 2371.96, "end": 2372.1, "word": " من", "probability": 0.98486328125}, {"start": 2372.1, "end": 2372.52, "word": " الحشتين", "probability": 0.9002685546875}, {"start": 2372.52, "end": 2372.76, "word": " هذول", "probability": 0.8668619791666666}], "temperature": 1.0}, {"id": 106, "seek": 239932, "start": 2373.7, "end": 2399.32, "text": "لكن أنا بقدر أقولك إنه بالنسبة لو وضعنا في غزة حسب الحالات اللي أنا بشوفها إيه عشرين سنة بشتغل ولا مش عارف جدش أكم سنة بشتغل هذا الكلام صحيح بدرجة 70% خلاص بمسك ال 70% كأنه استعادت عن قاعدة البيانات بال experience بتاعة الشخص اللي المفروض هو بالنسبالي أنا بتعامل معاه كقاعدة بيانات صار كقاعدة بيانات فصرت أسهل من خلال ال certainty factors", "tokens": [1211, 19452, 41850, 4724, 28543, 2288, 5551, 39648, 4117, 36145, 3224, 20666, 1863, 35457, 3660, 5296, 2407, 4032, 11242, 3615, 8315, 8978, 32771, 11622, 3660, 11331, 35457, 21542, 6027, 9307, 13672, 1829, 41850, 4724, 8592, 38688, 11296, 11933, 1829, 3224, 6225, 46309, 9957, 8608, 1863, 3660, 4724, 8592, 2655, 17082, 1211, 49429, 37893, 6225, 9640, 5172, 10874, 3215, 8592, 5551, 24793, 8608, 1863, 3660, 4724, 8592, 2655, 17082, 1211, 23758, 2423, 28820, 10943, 20328, 5016, 1829, 5016, 47525, 47341, 3660, 5285, 4, 16490, 1211, 33546, 4724, 2304, 3794, 4117, 2423, 5285, 4, 9122, 33456, 3224, 44713, 3615, 18513, 2655, 18871, 12174, 995, 22488, 3660, 2423, 21292, 7649, 9307, 20666, 1752, 39894, 995, 27884, 25124, 9778, 9381, 13672, 1829, 9673, 5172, 32887, 11242, 31439, 20666, 1863, 35457, 6027, 1829, 41850, 39894, 3615, 10943, 1211, 20449, 40294, 9122, 4587, 995, 22488, 3660, 4724, 1829, 7649, 9307, 20328, 9640, 9122, 4587, 995, 22488, 3660, 4724, 1829, 7649, 9307, 6156, 9381, 43500, 5551, 3794, 3224, 1211, 9154, 16490, 1211, 6027, 2423, 27022, 6771], "avg_logprob": -0.09669117668972296, "compression_ratio": 1.9019607843137254, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 2373.7, "end": 2374.12, "word": "لكن", "probability": 0.900634765625}, {"start": 2374.12, "end": 2374.28, "word": " أنا", "probability": 0.71435546875}, {"start": 2374.28, "end": 2374.58, "word": " بقدر", "probability": 0.9845377604166666}, {"start": 2374.58, "end": 2374.9, "word": " أقولك", "probability": 0.749267578125}, {"start": 2374.9, "end": 2375.1, "word": " إنه", "probability": 0.7327880859375}, {"start": 2375.1, "end": 2375.52, "word": " بالنسبة", "probability": 0.9765625}, {"start": 2375.52, "end": 2375.7, "word": " لو", "probability": 0.66357421875}, {"start": 2375.7, "end": 2376.0, "word": " وضعنا", "probability": 0.8101806640625}, {"start": 2376.0, "end": 2376.14, "word": " في", "probability": 0.9736328125}, {"start": 2376.14, "end": 2376.5, "word": " غزة", "probability": 0.9020182291666666}, {"start": 2376.5, "end": 2376.82, "word": " حسب", "probability": 0.94580078125}, {"start": 2376.82, "end": 2377.16, "word": " الحالات", "probability": 0.83349609375}, {"start": 2377.16, "end": 2377.24, "word": " اللي", "probability": 0.959716796875}, {"start": 2377.24, "end": 2377.36, "word": " أنا", "probability": 0.84765625}, {"start": 2377.36, "end": 2377.9, "word": " بشوفها", "probability": 0.996337890625}, {"start": 2377.9, "end": 2378.32, "word": " إيه", "probability": 0.7630208333333334}, {"start": 2378.32, "end": 2378.68, "word": " عشرين", "probability": 0.9070638020833334}, {"start": 2378.68, "end": 2378.9, "word": " سنة", "probability": 0.99267578125}, {"start": 2378.9, "end": 2379.26, "word": " بشتغل", "probability": 0.98623046875}, {"start": 2379.26, "end": 2379.38, "word": " ولا", "probability": 0.857421875}, {"start": 2379.38, "end": 2379.52, "word": " مش", "probability": 0.98681640625}, {"start": 2379.52, "end": 2379.68, "word": " عارف", "probability": 0.9939778645833334}, {"start": 2379.68, "end": 2379.96, "word": " جدش", "probability": 0.8035481770833334}, {"start": 2379.96, "end": 2380.16, "word": " أكم", "probability": 0.786376953125}, {"start": 2380.16, "end": 2380.48, "word": " سنة", "probability": 0.9508463541666666}, {"start": 2380.48, "end": 2380.88, "word": " بشتغل", "probability": 0.99375}, {"start": 2380.88, "end": 2381.66, "word": " هذا", "probability": 0.437744140625}, {"start": 2381.66, "end": 2382.14, "word": " الكلام", "probability": 0.9803059895833334}, {"start": 2382.14, "end": 2382.72, "word": " صحيح", "probability": 0.9986572265625}, {"start": 2382.72, "end": 2383.18, "word": " بدرجة", "probability": 0.8797200520833334}, {"start": 2383.18, "end": 2383.48, "word": " 70", "probability": 0.62646484375}, {"start": 2383.48, "end": 2383.86, "word": "%", "probability": 0.9482421875}, {"start": 2383.86, "end": 2384.98, "word": " خلاص", "probability": 0.9324544270833334}, {"start": 2384.98, "end": 2385.46, "word": " بمسك", "probability": 0.901611328125}, {"start": 2385.46, "end": 2385.56, "word": " ال", "probability": 0.95361328125}, {"start": 2385.56, "end": 2385.8, "word": " 70", "probability": 0.7744140625}, {"start": 2385.8, "end": 2386.26, "word": "%", "probability": 0.9794921875}, {"start": 2386.26, "end": 2387.76, "word": " كأنه", "probability": 0.833984375}, {"start": 2387.76, "end": 2388.3, "word": " استعادت", "probability": 0.9189453125}, {"start": 2388.3, "end": 2388.6, "word": " عن", "probability": 0.99169921875}, {"start": 2388.6, "end": 2389.06, "word": " قاعدة", "probability": 0.985595703125}, {"start": 2389.06, "end": 2389.66, "word": " البيانات", "probability": 0.9517822265625}, {"start": 2389.66, "end": 2390.02, "word": " بال", "probability": 0.97607421875}, {"start": 2390.02, "end": 2390.6, "word": " experience", "probability": 0.9267578125}, {"start": 2390.6, "end": 2390.84, "word": " بتاعة", "probability": 0.8976236979166666}, {"start": 2390.84, "end": 2391.2, "word": " الشخص", "probability": 0.9921875}, {"start": 2391.2, "end": 2391.36, "word": " اللي", "probability": 0.98681640625}, {"start": 2391.36, "end": 2392.02, "word": " المفروض", "probability": 0.9957275390625}, {"start": 2392.02, "end": 2392.5, "word": " هو", "probability": 0.9931640625}, {"start": 2392.5, "end": 2393.04, "word": " بالنسبالي", "probability": 0.9404296875}, {"start": 2393.04, "end": 2393.18, "word": " أنا", "probability": 0.8505859375}, {"start": 2393.18, "end": 2393.44, "word": " بتعامل", "probability": 0.9022216796875}, {"start": 2393.44, "end": 2393.62, "word": " معاه", "probability": 0.947509765625}, {"start": 2393.62, "end": 2394.12, "word": " كقاعدة", "probability": 0.9880859375}, {"start": 2394.12, "end": 2394.46, "word": " بيانات", "probability": 0.9669189453125}, {"start": 2394.46, "end": 2395.08, "word": " صار", "probability": 0.922119140625}, {"start": 2395.08, "end": 2396.18, "word": " كقاعدة", "probability": 0.884619140625}, {"start": 2396.18, "end": 2396.48, "word": " بيانات", "probability": 0.994140625}, {"start": 2396.48, "end": 2397.02, "word": " فصرت", "probability": 0.8896484375}, {"start": 2397.02, "end": 2397.4, "word": " أسهل", "probability": 0.9866943359375}, {"start": 2397.4, "end": 2397.52, "word": " من", "probability": 0.998046875}, {"start": 2397.52, "end": 2397.78, "word": " خلال", "probability": 0.99609375}, {"start": 2397.78, "end": 2397.94, "word": " ال", "probability": 0.89990234375}, {"start": 2397.94, "end": 2398.36, "word": " certainty", "probability": 0.865234375}, {"start": 2398.36, "end": 2399.32, "word": " factors", "probability": 0.97265625}], "temperature": 1.0}, {"id": 107, "seek": 242514, "start": 2400.18, "end": 2425.14, "text": "العوامل التأكد هذه وبتعامل معاها انه خلاص هي هذه اللي بناخدها مباشرة كحل بديل للحكايات ال probability اللي ممكن تكون شوية متعبة لإنه بدها statistics كتير بدها أرقام and ال reasoning أو ال evidential reasoning هنتكلم عنها وفي الآخر بننهي موضوعنا تمام نبدأ بال uncertainty", "tokens": [6027, 3615, 2407, 10943, 1211, 16712, 10721, 4117, 3215, 29538, 46599, 2655, 3615, 10943, 1211, 20449, 995, 11296, 16472, 3224, 16490, 1211, 33546, 39896, 29538, 13672, 1829, 44945, 47283, 3215, 11296, 3714, 3555, 33599, 25720, 9122, 5016, 1211, 4724, 16254, 1211, 24976, 5016, 4117, 47302, 9307, 2423, 8482, 13672, 1829, 3714, 43020, 6055, 30544, 13412, 2407, 10632, 44650, 3615, 49401, 5296, 28814, 1863, 3224, 47525, 11296, 12523, 9122, 2655, 13546, 47525, 11296, 5551, 2288, 4587, 10943, 293, 2423, 21577, 34051, 2423, 16371, 831, 21577, 8032, 29399, 4117, 19528, 18871, 11296, 4032, 41185, 6024, 95, 34740, 44945, 1863, 3224, 1829, 3714, 2407, 11242, 45367, 8315, 46811, 10943, 8717, 44510, 10721, 20666, 15697], "avg_logprob": -0.13692801392504148, "compression_ratio": 1.6526717557251909, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2400.18, "end": 2400.84, "word": "العوامل", "probability": 0.9435546875}, {"start": 2400.84, "end": 2401.6, "word": " التأكد", "probability": 0.9832763671875}, {"start": 2401.6, "end": 2401.94, "word": " هذه", "probability": 0.64013671875}, {"start": 2401.94, "end": 2402.9, "word": " وبتعامل", "probability": 0.838525390625}, {"start": 2402.9, "end": 2403.12, "word": " معاها", "probability": 0.8150227864583334}, {"start": 2403.12, "end": 2403.3, "word": " انه", "probability": 0.5150146484375}, {"start": 2403.3, "end": 2403.52, "word": " خلاص", "probability": 0.9825846354166666}, {"start": 2403.52, "end": 2403.68, "word": " هي", "probability": 0.90576171875}, {"start": 2403.68, "end": 2404.02, "word": " هذه", "probability": 0.74658203125}, {"start": 2404.02, "end": 2404.56, "word": " اللي", "probability": 0.88330078125}, {"start": 2404.56, "end": 2405.0, "word": " بناخدها", "probability": 0.9349365234375}, {"start": 2405.0, "end": 2405.56, "word": " مباشرة", "probability": 0.9913330078125}, {"start": 2405.56, "end": 2407.38, "word": " كحل", "probability": 0.8678385416666666}, {"start": 2407.38, "end": 2407.88, "word": " بديل", "probability": 0.8513997395833334}, {"start": 2407.88, "end": 2408.5, "word": " للحكايات", "probability": 0.770458984375}, {"start": 2408.5, "end": 2408.6, "word": " ال", "probability": 0.720703125}, {"start": 2408.6, "end": 2409.02, "word": " probability", "probability": 0.92626953125}, {"start": 2409.02, "end": 2409.4, "word": " اللي", "probability": 0.92529296875}, {"start": 2409.4, "end": 2409.62, "word": " ممكن", "probability": 0.9921875}, {"start": 2409.62, "end": 2409.92, "word": " تكون", "probability": 0.983642578125}, {"start": 2409.92, "end": 2410.5, "word": " شوية", "probability": 0.92138671875}, {"start": 2410.5, "end": 2411.72, "word": " متعبة", "probability": 0.9568684895833334}, {"start": 2411.72, "end": 2412.02, "word": " لإنه", "probability": 0.85003662109375}, {"start": 2412.02, "end": 2412.22, "word": " بدها", "probability": 0.95654296875}, {"start": 2412.22, "end": 2412.74, "word": " statistics", "probability": 0.8720703125}, {"start": 2412.74, "end": 2413.2, "word": " كتير", "probability": 0.9811197916666666}, {"start": 2413.2, "end": 2413.82, "word": " بدها", "probability": 0.772705078125}, {"start": 2413.82, "end": 2414.32, "word": " أرقام", "probability": 0.9864501953125}, {"start": 2414.32, "end": 2415.28, "word": " and", "probability": 0.7177734375}, {"start": 2415.28, "end": 2415.62, "word": " ال", "probability": 0.94775390625}, {"start": 2415.62, "end": 2417.2, "word": " reasoning", "probability": 0.45458984375}, {"start": 2417.2, "end": 2417.54, "word": " أو", "probability": 0.51318359375}, {"start": 2417.54, "end": 2418.26, "word": " ال", "probability": 0.9873046875}, {"start": 2418.26, "end": 2419.04, "word": " evidential", "probability": 0.7568359375}, {"start": 2419.04, "end": 2419.74, "word": " reasoning", "probability": 0.97900390625}, {"start": 2419.74, "end": 2420.44, "word": " هنتكلم", "probability": 0.877197265625}, {"start": 2420.44, "end": 2420.76, "word": " عنها", "probability": 0.983642578125}, {"start": 2420.76, "end": 2421.0, "word": " وفي", "probability": 0.791015625}, {"start": 2421.0, "end": 2421.38, "word": " الآخر", "probability": 0.95068359375}, {"start": 2421.38, "end": 2422.24, "word": " بننهي", "probability": 0.955322265625}, {"start": 2422.24, "end": 2423.2, "word": " موضوعنا", "probability": 0.99501953125}, {"start": 2423.2, "end": 2423.62, "word": " تمام", "probability": 0.90234375}, {"start": 2423.62, "end": 2424.12, "word": " نبدأ", "probability": 0.8805338541666666}, {"start": 2424.12, "end": 2424.4, "word": " بال", "probability": 0.9619140625}, {"start": 2424.4, "end": 2425.14, "word": " uncertainty", "probability": 0.92236328125}], "temperature": 1.0}, {"id": 108, "seek": 243888, "start": 2426.1, "end": 2438.88, "text": "ال uncertainty احنا قلنا ممكن يكون في عندى .. يعني لسه قلناها لسه قبل شوية انه incomplete case ممكن يكون عندى inconsistent case rules فيه confliction بينها مش متوافقة", "tokens": [6027, 11308, 874, 1975, 5016, 8315, 12174, 1211, 8315, 3714, 43020, 7251, 30544, 8978, 43242, 7578, 4386, 37495, 22653, 5296, 3794, 3224, 12174, 1211, 8315, 11296, 5296, 3794, 3224, 12174, 36150, 13412, 2407, 10632, 16472, 3224, 31709, 1389, 3714, 43020, 7251, 30544, 43242, 7578, 36891, 1389, 4474, 8978, 3224, 6596, 313, 49374, 11296, 37893, 44650, 14407, 5172, 28671], "avg_logprob": -0.23040254237288135, "compression_ratio": 1.467065868263473, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2426.1, "end": 2426.34, "word": "ال", "probability": 0.9755859375}, {"start": 2426.34, "end": 2426.88, "word": " uncertainty", "probability": 0.56640625}, {"start": 2426.88, "end": 2427.0, "word": " احنا", "probability": 0.87841796875}, {"start": 2427.0, "end": 2427.28, "word": " قلنا", "probability": 0.8946940104166666}, {"start": 2427.28, "end": 2427.78, "word": " ممكن", "probability": 0.628662109375}, {"start": 2427.78, "end": 2428.0, "word": " يكون", "probability": 0.99169921875}, {"start": 2428.0, "end": 2428.12, "word": " في", "probability": 0.89990234375}, {"start": 2428.12, "end": 2428.62, "word": " عندى", "probability": 0.6407470703125}, {"start": 2428.62, "end": 2428.82, "word": " ..", "probability": 0.57861328125}, {"start": 2428.82, "end": 2429.12, "word": " يعني", "probability": 0.88818359375}, {"start": 2429.12, "end": 2429.4, "word": " لسه", "probability": 0.8297526041666666}, {"start": 2429.4, "end": 2429.8, "word": " قلناها", "probability": 0.8983154296875}, {"start": 2429.8, "end": 2430.06, "word": " لسه", "probability": 0.9451497395833334}, {"start": 2430.06, "end": 2430.24, "word": " قبل", "probability": 0.92138671875}, {"start": 2430.24, "end": 2430.58, "word": " شوية", "probability": 0.9274088541666666}, {"start": 2430.58, "end": 2431.18, "word": " انه", "probability": 0.701171875}, {"start": 2431.18, "end": 2431.74, "word": " incomplete", "probability": 0.939453125}, {"start": 2431.74, "end": 2432.34, "word": " case", "probability": 0.97509765625}, {"start": 2432.34, "end": 2433.02, "word": " ممكن", "probability": 0.775146484375}, {"start": 2433.02, "end": 2433.24, "word": " يكون", "probability": 0.992431640625}, {"start": 2433.24, "end": 2433.76, "word": " عندى", "probability": 0.911376953125}, {"start": 2433.76, "end": 2434.36, "word": " inconsistent", "probability": 0.9091796875}, {"start": 2434.36, "end": 2435.22, "word": " case", "probability": 0.96923828125}, {"start": 2435.22, "end": 2436.7, "word": " rules", "probability": 0.339111328125}, {"start": 2436.7, "end": 2437.2, "word": " فيه", "probability": 0.57568359375}, {"start": 2437.2, "end": 2437.66, "word": " confliction", "probability": 0.60546875}, {"start": 2437.66, "end": 2437.9, "word": " بينها", "probability": 0.729248046875}, {"start": 2437.9, "end": 2438.24, "word": " مش", "probability": 0.63427734375}, {"start": 2438.24, "end": 2438.88, "word": " متوافقة", "probability": 0.9737548828125}], "temperature": 1.0}, {"id": 109, "seek": 245992, "start": 2439.55, "end": 2459.93, "text": "مش متوافقة ال rules واردت واحنا شوفناها جابل شوية .. المرة اللي فاتت و جابل شوية هاردونالدش جعلنا نذكرنا فيها حكاية ل traffic light تمام او uncertain مش متأكد مية في المية يعني مين جال ان والله فعلا في درجة حرارة وفي سعال حاد معناه ذلك ان هي لازم تكون corona", "tokens": [2304, 8592, 44650, 14407, 5172, 28671, 2423, 4474, 4032, 9640, 3215, 2655, 4032, 39319, 8315, 13412, 38688, 8315, 11296, 10874, 16758, 1211, 13412, 2407, 10632, 4386, 9673, 25720, 13672, 1829, 6156, 9307, 2655, 4032, 10874, 16758, 1211, 13412, 2407, 10632, 8032, 9640, 3215, 11536, 6027, 3215, 8592, 10874, 30241, 8315, 8717, 8848, 37983, 8315, 8978, 11296, 11331, 4117, 995, 10632, 5296, 6419, 1442, 46811, 10943, 1975, 2407, 11308, 37893, 44650, 10721, 4117, 3215, 3714, 10632, 8978, 9673, 10632, 37495, 22653, 3714, 9957, 10874, 6027, 16472, 16070, 43761, 6156, 3615, 15040, 8978, 11778, 47341, 3660, 11331, 2288, 9640, 3660, 4032, 41185, 8608, 3615, 6027, 11331, 18513, 20449, 8315, 3224, 29910, 23275, 16472, 39896, 5296, 31377, 2304, 6055, 30544, 27103], "avg_logprob": -0.260898116756888, "compression_ratio": 1.763265306122449, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 2439.55, "end": 2439.81, "word": "مش", "probability": 0.98681640625}, {"start": 2439.81, "end": 2440.21, "word": " متوافقة", "probability": 0.8477783203125}, {"start": 2440.21, "end": 2440.35, "word": " ال", "probability": 0.6357421875}, {"start": 2440.35, "end": 2440.59, "word": " rules", "probability": 0.85986328125}, {"start": 2440.59, "end": 2441.93, "word": " واردت", "probability": 0.79034423828125}, {"start": 2441.93, "end": 2442.31, "word": " واحنا", "probability": 0.7615559895833334}, {"start": 2442.31, "end": 2442.73, "word": " شوفناها", "probability": 0.8856201171875}, {"start": 2442.73, "end": 2442.99, "word": " جابل", "probability": 0.5545247395833334}, {"start": 2442.99, "end": 2443.31, "word": " شوية", "probability": 0.8966471354166666}, {"start": 2443.31, "end": 2443.43, "word": " ..", "probability": 0.392578125}, {"start": 2443.43, "end": 2443.67, "word": " المرة", "probability": 0.9580078125}, {"start": 2443.67, "end": 2443.81, "word": " اللي", "probability": 0.883056640625}, {"start": 2443.81, "end": 2444.17, "word": " فاتت", "probability": 0.9943033854166666}, {"start": 2444.17, "end": 2444.55, "word": " و", "probability": 0.59521484375}, {"start": 2444.55, "end": 2444.79, "word": " جابل", "probability": 0.8396809895833334}, {"start": 2444.79, "end": 2445.01, "word": " شوية", "probability": 0.9576822916666666}, {"start": 2445.01, "end": 2445.45, "word": " هاردونالدش", "probability": 0.4839564732142857}, {"start": 2445.45, "end": 2445.61, "word": " جعلنا", "probability": 0.5884806315104166}, {"start": 2445.61, "end": 2446.05, "word": " نذكرنا", "probability": 0.72637939453125}, {"start": 2446.05, "end": 2446.37, "word": " فيها", "probability": 0.990966796875}, {"start": 2446.37, "end": 2447.03, "word": " حكاية", "probability": 0.813720703125}, {"start": 2447.03, "end": 2447.19, "word": " ل", "probability": 0.53369140625}, {"start": 2447.19, "end": 2447.43, "word": " traffic", "probability": 0.39599609375}, {"start": 2447.43, "end": 2447.91, "word": " light", "probability": 0.8984375}, {"start": 2447.91, "end": 2449.07, "word": " تمام", "probability": 0.9111328125}, {"start": 2449.07, "end": 2449.69, "word": " او", "probability": 0.6629638671875}, {"start": 2449.69, "end": 2450.73, "word": " uncertain", "probability": 0.95751953125}, {"start": 2450.73, "end": 2452.35, "word": " مش", "probability": 0.80029296875}, {"start": 2452.35, "end": 2452.91, "word": " متأكد", "probability": 0.981689453125}, {"start": 2452.91, "end": 2453.09, "word": " مية", "probability": 0.719482421875}, {"start": 2453.09, "end": 2453.23, "word": " في", "probability": 0.77001953125}, {"start": 2453.23, "end": 2453.57, "word": " المية", "probability": 0.9755859375}, {"start": 2453.57, "end": 2454.19, "word": " يعني", "probability": 0.855224609375}, {"start": 2454.19, "end": 2454.45, "word": " مين", "probability": 0.986328125}, {"start": 2454.45, "end": 2454.65, "word": " جال", "probability": 0.9345703125}, {"start": 2454.65, "end": 2454.75, "word": " ان", "probability": 0.463623046875}, {"start": 2454.75, "end": 2455.03, "word": " والله", "probability": 0.6744384765625}, {"start": 2455.03, "end": 2455.39, "word": " فعلا", "probability": 0.861328125}, {"start": 2455.39, "end": 2455.85, "word": " في", "probability": 0.9267578125}, {"start": 2455.85, "end": 2456.23, "word": " درجة", "probability": 0.97119140625}, {"start": 2456.23, "end": 2456.71, "word": " حرارة", "probability": 0.99560546875}, {"start": 2456.71, "end": 2457.23, "word": " وفي", "probability": 0.770263671875}, {"start": 2457.23, "end": 2457.67, "word": " سعال", "probability": 0.9025065104166666}, {"start": 2457.67, "end": 2458.17, "word": " حاد", "probability": 0.978271484375}, {"start": 2458.17, "end": 2458.67, "word": " معناه", "probability": 0.743408203125}, {"start": 2458.67, "end": 2458.85, "word": " ذلك", "probability": 0.98974609375}, {"start": 2458.85, "end": 2458.97, "word": " ان", "probability": 0.64794921875}, {"start": 2458.97, "end": 2459.13, "word": " هي", "probability": 0.896484375}, {"start": 2459.13, "end": 2459.33, "word": " لازم", "probability": 0.99169921875}, {"start": 2459.33, "end": 2459.59, "word": " تكون", "probability": 0.964599609375}, {"start": 2459.59, "end": 2459.93, "word": " corona", "probability": 0.420166015625}], "temperature": 1.0}, {"id": 110, "seek": 247354, "start": 2461.08, "end": 2473.54, "text": "طبعا حاليا في الوقت الحالي بتعامل معاه انه خلاص هذه حالة اشتباه بالكرونا صحيح تمام فليكن لكن هي مش مائة في المائة ممكن تكون اي مرض اخر اي مرض رئوي اخر", "tokens": [9566, 3555, 3615, 995, 11331, 6027, 25528, 8978, 2423, 30543, 2655, 21542, 6027, 1829, 39894, 3615, 10943, 1211, 20449, 40294, 16472, 3224, 16490, 1211, 33546, 29538, 11331, 6027, 3660, 1975, 8592, 2655, 3555, 40294, 20666, 37983, 2407, 8315, 20328, 5016, 1829, 5016, 46811, 10943, 6156, 20292, 19452, 44381, 39896, 37893, 3714, 16373, 3660, 8978, 9673, 16373, 3660, 3714, 43020, 6055, 30544, 1975, 1829, 3714, 43042, 1975, 34740, 1975, 1829, 3714, 43042, 12602, 19986, 45865, 1975, 34740], "avg_logprob": -0.17552760436937406, "compression_ratio": 1.836734693877551, "no_speech_prob": 8.344650268554688e-07, "words": [{"start": 2461.08, "end": 2461.42, "word": "طبعا", "probability": 0.969482421875}, {"start": 2461.42, "end": 2461.94, "word": " حاليا", "probability": 0.9283854166666666}, {"start": 2461.94, "end": 2462.04, "word": " في", "probability": 0.82275390625}, {"start": 2462.04, "end": 2462.28, "word": " الوقت", "probability": 0.9606119791666666}, {"start": 2462.28, "end": 2462.52, "word": " الحالي", "probability": 0.9728190104166666}, {"start": 2462.52, "end": 2462.82, "word": " بتعامل", "probability": 0.807373046875}, {"start": 2462.82, "end": 2463.06, "word": " معاه", "probability": 0.458740234375}, {"start": 2463.06, "end": 2463.18, "word": " انه", "probability": 0.659423828125}, {"start": 2463.18, "end": 2463.38, "word": " خلاص", "probability": 0.9443359375}, {"start": 2463.38, "end": 2463.56, "word": " هذه", "probability": 0.671875}, {"start": 2463.56, "end": 2463.88, "word": " حالة", "probability": 0.9920247395833334}, {"start": 2463.88, "end": 2464.22, "word": " اشتباه", "probability": 0.91279296875}, {"start": 2464.22, "end": 2464.7, "word": " بالكرونا", "probability": 0.763916015625}, {"start": 2464.7, "end": 2465.94, "word": " صحيح", "probability": 0.77740478515625}, {"start": 2465.94, "end": 2466.88, "word": " تمام", "probability": 0.7188720703125}, {"start": 2466.88, "end": 2467.56, "word": " فليكن", "probability": 0.9052734375}, {"start": 2467.56, "end": 2468.8, "word": " لكن", "probability": 0.71826171875}, {"start": 2468.8, "end": 2469.5, "word": " هي", "probability": 0.76904296875}, {"start": 2469.5, "end": 2469.74, "word": " مش", "probability": 0.97705078125}, {"start": 2469.74, "end": 2469.96, "word": " مائة", "probability": 0.72265625}, {"start": 2469.96, "end": 2470.08, "word": " في", "probability": 0.79052734375}, {"start": 2470.08, "end": 2470.46, "word": " المائة", "probability": 0.9573567708333334}, {"start": 2470.46, "end": 2470.84, "word": " ممكن", "probability": 0.91357421875}, {"start": 2470.84, "end": 2471.16, "word": " تكون", "probability": 0.978759765625}, {"start": 2471.16, "end": 2471.38, "word": " اي", "probability": 0.790283203125}, {"start": 2471.38, "end": 2471.62, "word": " مرض", "probability": 0.98779296875}, {"start": 2471.62, "end": 2472.08, "word": " اخر", "probability": 0.939697265625}, {"start": 2472.08, "end": 2472.74, "word": " اي", "probability": 0.78173828125}, {"start": 2472.74, "end": 2472.94, "word": " مرض", "probability": 0.99169921875}, {"start": 2472.94, "end": 2473.22, "word": " رئوي", "probability": 0.8230794270833334}, {"start": 2473.22, "end": 2473.54, "word": " اخر", "probability": 0.937744140625}], "temperature": 1.0}, {"id": 111, "seek": 250094, "start": 2474.18, "end": 2500.94, "text": "المهم ان او مرض تنفسي اخر المهم انه ممكن تكون التلاتة مع بعض او اتنين منهم مع بعض هي المعلومة غير كاملة وفي نفس الوقت مش دقيقة مائة في المائة مش .. ماقدرش اقول ان هي تحققها one hundred percent تمام ف in between مثلا فإذا في الحالة دي ال information غالبا unsuitable to solving a problem اكيد مش هتكون مناسبة ان اقول لأ انا مصر على ال rule based", "tokens": [45340, 16095, 16472, 1975, 2407, 3714, 43042, 6055, 1863, 36178, 1829, 1975, 34740, 9673, 16095, 16472, 3224, 3714, 43020, 6055, 30544, 16712, 1211, 9307, 3660, 20449, 45030, 11242, 1975, 2407, 1975, 2655, 1863, 9957, 9154, 16095, 20449, 45030, 11242, 39896, 9673, 30241, 20498, 3660, 32771, 13546, 9122, 10943, 37977, 4032, 41185, 8717, 36178, 2423, 30543, 2655, 37893, 11778, 38436, 28671, 3714, 16373, 3660, 8978, 9673, 16373, 3660, 37893, 4386, 19446, 28543, 2288, 8592, 1975, 39648, 16472, 39896, 6055, 5016, 4587, 4587, 11296, 472, 3262, 3043, 46811, 10943, 6156, 294, 1296, 50113, 15040, 6156, 28814, 15730, 8978, 21542, 6027, 3660, 11778, 1829, 2423, 1589, 32771, 6027, 3555, 995, 2693, 1983, 712, 281, 12606, 257, 1154, 1975, 4117, 25708, 37893, 8032, 2655, 30544, 3714, 8315, 35457, 3660, 16472, 1975, 39648, 5296, 10721, 1975, 8315, 3714, 9381, 2288, 15844, 2423, 4978, 2361], "avg_logprob": -0.1260044626891613, "compression_ratio": 1.726984126984127, "no_speech_prob": 5.960464477539062e-07, "words": [{"start": 2474.18, "end": 2474.56, "word": "المهم", "probability": 0.970703125}, {"start": 2474.56, "end": 2474.7, "word": " ان", "probability": 0.2900390625}, {"start": 2474.7, "end": 2474.86, "word": " او", "probability": 0.6885986328125}, {"start": 2474.86, "end": 2475.06, "word": " مرض", "probability": 0.8505859375}, {"start": 2475.06, "end": 2475.6, "word": " تنفسي", "probability": 0.9571533203125}, {"start": 2475.6, "end": 2475.9, "word": " اخر", "probability": 0.811279296875}, {"start": 2475.9, "end": 2476.9, "word": " المهم", "probability": 0.91064453125}, {"start": 2476.9, "end": 2477.38, "word": " انه", "probability": 0.872314453125}, {"start": 2477.38, "end": 2478.22, "word": " ممكن", "probability": 0.946533203125}, {"start": 2478.22, "end": 2478.5, "word": " تكون", "probability": 0.9873046875}, {"start": 2478.5, "end": 2478.92, "word": " التلاتة", "probability": 0.9005126953125}, {"start": 2478.92, "end": 2479.04, "word": " مع", "probability": 0.9912109375}, {"start": 2479.04, "end": 2479.38, "word": " بعض", "probability": 0.995849609375}, {"start": 2479.38, "end": 2480.0, "word": " او", "probability": 0.872314453125}, {"start": 2480.0, "end": 2480.3, "word": " اتنين", "probability": 0.976318359375}, {"start": 2480.3, "end": 2480.58, "word": " منهم", "probability": 0.99169921875}, {"start": 2480.58, "end": 2480.76, "word": " مع", "probability": 0.99560546875}, {"start": 2480.76, "end": 2481.1, "word": " بعض", "probability": 0.996337890625}, {"start": 2481.1, "end": 2481.74, "word": " هي", "probability": 0.80810546875}, {"start": 2481.74, "end": 2482.18, "word": " المعلومة", "probability": 0.9852294921875}, {"start": 2482.18, "end": 2482.4, "word": " غير", "probability": 0.99658203125}, {"start": 2482.4, "end": 2482.8, "word": " كاملة", "probability": 0.9879557291666666}, {"start": 2482.8, "end": 2483.04, "word": " وفي", "probability": 0.7200927734375}, {"start": 2483.04, "end": 2483.2, "word": " نفس", "probability": 0.998779296875}, {"start": 2483.2, "end": 2483.6, "word": " الوقت", "probability": 0.9900716145833334}, {"start": 2483.6, "end": 2484.18, "word": " مش", "probability": 0.974609375}, {"start": 2484.18, "end": 2484.64, "word": " دقيقة", "probability": 0.9835611979166666}, {"start": 2484.64, "end": 2484.84, "word": " مائة", "probability": 0.7706705729166666}, {"start": 2484.84, "end": 2484.94, "word": " في", "probability": 0.791015625}, {"start": 2484.94, "end": 2485.18, "word": " المائة", "probability": 0.9620768229166666}, {"start": 2485.18, "end": 2485.38, "word": " مش", "probability": 0.322998046875}, {"start": 2485.38, "end": 2485.56, "word": " ..", "probability": 0.51953125}, {"start": 2485.56, "end": 2486.16, "word": " ماقدرش", "probability": 0.814697265625}, {"start": 2486.16, "end": 2486.4, "word": " اقول", "probability": 0.9287109375}, {"start": 2486.4, "end": 2486.56, "word": " ان", "probability": 0.896484375}, {"start": 2486.56, "end": 2486.68, "word": " هي", "probability": 0.9130859375}, {"start": 2486.68, "end": 2487.34, "word": " تحققها", "probability": 0.99580078125}, {"start": 2487.34, "end": 2488.02, "word": " one", "probability": 0.88623046875}, {"start": 2488.02, "end": 2488.32, "word": " hundred", "probability": 0.94189453125}, {"start": 2488.32, "end": 2488.86, "word": " percent", "probability": 0.97802734375}, {"start": 2488.86, "end": 2489.98, "word": " تمام", "probability": 0.87841796875}, {"start": 2489.98, "end": 2490.32, "word": " ف", "probability": 0.55517578125}, {"start": 2490.32, "end": 2490.72, "word": " in", "probability": 0.88720703125}, {"start": 2490.72, "end": 2491.06, "word": " between", "probability": 0.82861328125}, {"start": 2491.06, "end": 2491.42, "word": " مثلا", "probability": 0.985107421875}, {"start": 2491.42, "end": 2492.04, "word": " فإذا", "probability": 0.7923177083333334}, {"start": 2492.04, "end": 2492.18, "word": " في", "probability": 0.8125}, {"start": 2492.18, "end": 2492.48, "word": " الحالة", "probability": 0.9404296875}, {"start": 2492.48, "end": 2492.6, "word": " دي", "probability": 0.558837890625}, {"start": 2492.6, "end": 2492.68, "word": " ال", "probability": 0.669921875}, {"start": 2492.68, "end": 2493.1, "word": " information", "probability": 0.919921875}, {"start": 2493.1, "end": 2494.0, "word": " غالبا", "probability": 0.9918212890625}, {"start": 2494.0, "end": 2494.84, "word": " unsuitable", "probability": 0.9332682291666666}, {"start": 2494.84, "end": 2495.3, "word": " to", "probability": 0.89453125}, {"start": 2495.3, "end": 2495.74, "word": " solving", "probability": 0.92138671875}, {"start": 2495.74, "end": 2495.9, "word": " a", "probability": 0.96923828125}, {"start": 2495.9, "end": 2496.24, "word": " problem", "probability": 0.908203125}, {"start": 2496.24, "end": 2497.4, "word": " اكيد", "probability": 0.8321940104166666}, {"start": 2497.4, "end": 2497.54, "word": " مش", "probability": 0.9833984375}, {"start": 2497.54, "end": 2497.88, "word": " هتكون", "probability": 0.9820963541666666}, {"start": 2497.88, "end": 2498.66, "word": " مناسبة", "probability": 0.961181640625}, {"start": 2498.66, "end": 2499.04, "word": " ان", "probability": 0.89404296875}, {"start": 2499.04, "end": 2499.36, "word": " اقول", "probability": 0.845947265625}, {"start": 2499.36, "end": 2499.58, "word": " لأ", "probability": 0.9345703125}, {"start": 2499.58, "end": 2499.74, "word": " انا", "probability": 0.8115234375}, {"start": 2499.74, "end": 2500.12, "word": " مصر", "probability": 0.9498697916666666}, {"start": 2500.12, "end": 2500.3, "word": " على", "probability": 0.875}, {"start": 2500.3, "end": 2500.42, "word": " ال", "probability": 0.9716796875}, {"start": 2500.42, "end": 2500.58, "word": " rule", "probability": 0.8251953125}, {"start": 2500.58, "end": 2500.94, "word": " based", "probability": 0.9404296875}], "temperature": 1.0}, {"id": 112, "seek": 253094, "start": 2501.68, "end": 2530.94, "text": "expert system بشكله الحالي و بده يشتغل يا عم ما احنا قولنالك انت مش متأكد اصلا ان ال fact اللي انت دخلتله هي اصلا صحيحة انت مش متأكد بالاساس ان هي صحيحة يعني خليني اقول لما انت قولت سعال حد انت كمريد اجيت بتقول انا عندي سعال حد بس لأ هادي مين قال ان هو السعال الحد هذا معناته ان هي 100% يمكن عندك سعال ولكن بنسبة 60% بمعنى ان حتى ال facts", "tokens": [3121, 15346, 1185, 4724, 8592, 28820, 3224, 21542, 6027, 1829, 4032, 47525, 3224, 7251, 8592, 2655, 17082, 1211, 35186, 6225, 2304, 19446, 1975, 5016, 8315, 12174, 12610, 8315, 23275, 16472, 2655, 37893, 44650, 10721, 4117, 3215, 1975, 9381, 15040, 16472, 2423, 1186, 13672, 1829, 16472, 2655, 11778, 9778, 1211, 2655, 43761, 39896, 1975, 9381, 15040, 20328, 5016, 1829, 5016, 3660, 16472, 2655, 37893, 44650, 10721, 4117, 3215, 20666, 32277, 32277, 16472, 39896, 20328, 5016, 1829, 5016, 3660, 37495, 22653, 16490, 1211, 9957, 1829, 1975, 39648, 5296, 15042, 16472, 2655, 12174, 12610, 2655, 8608, 3615, 6027, 11331, 3215, 16472, 2655, 9122, 29973, 25708, 1975, 7435, 36081, 39894, 39648, 1975, 8315, 18871, 16254, 8608, 3615, 6027, 11331, 3215, 4724, 3794, 5296, 10721, 8032, 18513, 1829, 3714, 9957, 50239, 16472, 31439, 21136, 3615, 6027, 21542, 3215, 23758, 20449, 8315, 47395, 16472, 39896, 2319, 4, 7251, 43020, 43242, 4117, 8608, 3615, 6027, 35525, 19452, 44945, 35457, 3660, 4060, 4, 4724, 2304, 3615, 1863, 7578, 16472, 11331, 49975, 2423, 9130], "avg_logprob": -0.16020330858517842, "compression_ratio": 2.0, "no_speech_prob": 3.3974647521972656e-06, "words": [{"start": 2501.68, "end": 2502.26, "word": "expert", "probability": 0.696533203125}, {"start": 2502.26, "end": 2502.64, "word": " system", "probability": 0.9599609375}, {"start": 2502.64, "end": 2503.26, "word": " بشكله", "probability": 0.923095703125}, {"start": 2503.26, "end": 2503.72, "word": " الحالي", "probability": 0.9895833333333334}, {"start": 2503.72, "end": 2504.26, "word": " و", "probability": 0.81884765625}, {"start": 2504.26, "end": 2504.5, "word": " بده", "probability": 0.776123046875}, {"start": 2504.5, "end": 2504.98, "word": " يشتغل", "probability": 0.995703125}, {"start": 2504.98, "end": 2505.2, "word": " يا", "probability": 0.62841796875}, {"start": 2505.2, "end": 2505.36, "word": " عم", "probability": 0.981689453125}, {"start": 2505.36, "end": 2505.5, "word": " ما", "probability": 0.479248046875}, {"start": 2505.5, "end": 2505.64, "word": " احنا", "probability": 0.8935546875}, {"start": 2505.64, "end": 2506.02, "word": " قولنالك", "probability": 0.8521728515625}, {"start": 2506.02, "end": 2506.28, "word": " انت", "probability": 0.827880859375}, {"start": 2506.28, "end": 2506.44, "word": " مش", "probability": 0.9921875}, {"start": 2506.44, "end": 2506.94, "word": " متأكد", "probability": 0.9798583984375}, {"start": 2506.94, "end": 2507.26, "word": " اصلا", "probability": 0.8359375}, {"start": 2507.26, "end": 2507.5, "word": " ان", "probability": 0.8203125}, {"start": 2507.5, "end": 2507.68, "word": " ال", "probability": 0.91943359375}, {"start": 2507.68, "end": 2507.98, "word": " fact", "probability": 0.9482421875}, {"start": 2507.98, "end": 2508.18, "word": " اللي", "probability": 0.879638671875}, {"start": 2508.18, "end": 2508.44, "word": " انت", "probability": 0.867431640625}, {"start": 2508.44, "end": 2509.36, "word": " دخلتله", "probability": 0.868310546875}, {"start": 2509.36, "end": 2509.64, "word": " هي", "probability": 0.595703125}, {"start": 2509.64, "end": 2510.12, "word": " اصلا", "probability": 0.9381510416666666}, {"start": 2510.12, "end": 2510.8, "word": " صحيحة", "probability": 0.974609375}, {"start": 2510.8, "end": 2512.42, "word": " انت", "probability": 0.90869140625}, {"start": 2512.42, "end": 2512.56, "word": " مش", "probability": 0.990234375}, {"start": 2512.56, "end": 2513.0, "word": " متأكد", "probability": 0.9927978515625}, {"start": 2513.0, "end": 2513.48, "word": " بالاساس", "probability": 0.97021484375}, {"start": 2513.48, "end": 2513.6, "word": " ان", "probability": 0.8447265625}, {"start": 2513.6, "end": 2513.76, "word": " هي", "probability": 0.48291015625}, {"start": 2513.76, "end": 2514.48, "word": " صحيحة", "probability": 0.99443359375}, {"start": 2514.48, "end": 2514.9, "word": " يعني", "probability": 0.86083984375}, {"start": 2514.9, "end": 2516.02, "word": " خليني", "probability": 0.8289794921875}, {"start": 2516.02, "end": 2516.24, "word": " اقول", "probability": 0.900146484375}, {"start": 2516.24, "end": 2516.88, "word": " لما", "probability": 0.81640625}, {"start": 2516.88, "end": 2517.04, "word": " انت", "probability": 0.931884765625}, {"start": 2517.04, "end": 2517.32, "word": " قولت", "probability": 0.8172200520833334}, {"start": 2517.32, "end": 2517.58, "word": " سعال", "probability": 0.908203125}, {"start": 2517.58, "end": 2517.92, "word": " حد", "probability": 0.723876953125}, {"start": 2517.92, "end": 2518.9, "word": " انت", "probability": 0.904296875}, {"start": 2518.9, "end": 2519.2, "word": " كمريد", "probability": 0.78466796875}, {"start": 2519.2, "end": 2519.46, "word": " اجيت", "probability": 0.4527994791666667}, {"start": 2519.46, "end": 2519.7, "word": " بتقول", "probability": 0.955810546875}, {"start": 2519.7, "end": 2519.84, "word": " انا", "probability": 0.675537109375}, {"start": 2519.84, "end": 2520.04, "word": " عندي", "probability": 0.79736328125}, {"start": 2520.04, "end": 2520.3, "word": " سعال", "probability": 0.9938151041666666}, {"start": 2520.3, "end": 2520.54, "word": " حد", "probability": 0.99365234375}, {"start": 2520.54, "end": 2521.02, "word": " بس", "probability": 0.962646484375}, {"start": 2521.02, "end": 2521.2, "word": " لأ", "probability": 0.974365234375}, {"start": 2521.2, "end": 2521.48, "word": " هادي", "probability": 0.3943684895833333}, {"start": 2521.48, "end": 2521.64, "word": " مين", "probability": 0.8779296875}, {"start": 2521.64, "end": 2521.78, "word": " قال", "probability": 0.5712890625}, {"start": 2521.78, "end": 2521.92, "word": " ان", "probability": 0.892578125}, {"start": 2521.92, "end": 2522.12, "word": " هو", "probability": 0.62060546875}, {"start": 2522.12, "end": 2522.5, "word": " السعال", "probability": 0.98046875}, {"start": 2522.5, "end": 2522.88, "word": " الحد", "probability": 0.975341796875}, {"start": 2522.88, "end": 2523.18, "word": " هذا", "probability": 0.7373046875}, {"start": 2523.18, "end": 2523.52, "word": " معناته", "probability": 0.9541015625}, {"start": 2523.52, "end": 2523.62, "word": " ان", "probability": 0.8857421875}, {"start": 2523.62, "end": 2523.76, "word": " هي", "probability": 0.4931640625}, {"start": 2523.76, "end": 2524.0, "word": " 100", "probability": 0.51513671875}, {"start": 2524.0, "end": 2524.52, "word": "%", "probability": 0.9775390625}, {"start": 2524.52, "end": 2525.54, "word": " يمكن", "probability": 0.9443359375}, {"start": 2525.54, "end": 2525.86, "word": " عندك", "probability": 0.994873046875}, {"start": 2525.86, "end": 2526.14, "word": " سعال", "probability": 0.9967447916666666}, {"start": 2526.14, "end": 2526.54, "word": " ولكن", "probability": 0.841796875}, {"start": 2526.54, "end": 2527.02, "word": " بنسبة", "probability": 0.9129231770833334}, {"start": 2527.02, "end": 2527.34, "word": " 60", "probability": 0.873046875}, {"start": 2527.34, "end": 2527.72, "word": "%", "probability": 0.99169921875}, {"start": 2527.72, "end": 2529.66, "word": " بمعنى", "probability": 0.968359375}, {"start": 2529.66, "end": 2529.78, "word": " ان", "probability": 0.763671875}, {"start": 2529.78, "end": 2530.22, "word": " حتى", "probability": 0.93408203125}, {"start": 2530.22, "end": 2530.48, "word": " ال", "probability": 0.91259765625}, {"start": 2530.48, "end": 2530.94, "word": " facts", "probability": 0.970703125}], "temperature": 1.0}, {"id": 113, "seek": 255375, "start": 2531.69, "end": 2553.75, "text": "هي نفسها مش .. انا مش متأكد مائة في المائة منها، تمام؟ فما بالكوا عاد ال conclusion اللي بده يطلع؟ فما بالكوا ال conclusion اللي بده يطلع؟ تمام، فإذا هنا بنقدر ال answer تنتي نعرفها على أساس إن هي the lack of the exact knowledge، هي واضح إن هو ضعف في المعرفة الدقيقة", "tokens": [3224, 1829, 8717, 36178, 11296, 37893, 4386, 1975, 8315, 37893, 44650, 10721, 4117, 3215, 3714, 16373, 3660, 8978, 9673, 16373, 3660, 9154, 11296, 12399, 46811, 10943, 22807, 6156, 15042, 20666, 4117, 14407, 6225, 18513, 2423, 10063, 13672, 1829, 47525, 3224, 7251, 9566, 1211, 3615, 22807, 6156, 15042, 20666, 4117, 14407, 2423, 10063, 13672, 1829, 47525, 3224, 7251, 9566, 1211, 3615, 22807, 46811, 10943, 12399, 6156, 28814, 15730, 34105, 44945, 28543, 2288, 2423, 1867, 6055, 29399, 1829, 8717, 3615, 28480, 11296, 15844, 5551, 3794, 32277, 36145, 39896, 264, 5011, 295, 264, 1900, 3601, 12399, 39896, 4032, 46958, 5016, 36145, 31439, 48812, 3615, 5172, 8978, 9673, 3615, 28480, 3660, 32748, 38436, 28671], "avg_logprob": -0.171171170365703, "compression_ratio": 1.775, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2531.69, "end": 2532.01, "word": "هي", "probability": 0.72998046875}, {"start": 2532.01, "end": 2532.65, "word": " نفسها", "probability": 0.9964192708333334}, {"start": 2532.65, "end": 2534.37, "word": " مش", "probability": 0.266845703125}, {"start": 2534.37, "end": 2534.49, "word": " ..", "probability": 0.378173828125}, {"start": 2534.49, "end": 2534.71, "word": " انا", "probability": 0.81005859375}, {"start": 2534.71, "end": 2534.87, "word": " مش", "probability": 0.982421875}, {"start": 2534.87, "end": 2535.29, "word": " متأكد", "probability": 0.985595703125}, {"start": 2535.29, "end": 2535.57, "word": " مائة", "probability": 0.82958984375}, {"start": 2535.57, "end": 2535.85, "word": " في", "probability": 0.86376953125}, {"start": 2535.85, "end": 2536.23, "word": " المائة", "probability": 0.9685872395833334}, {"start": 2536.23, "end": 2537.59, "word": " منها،", "probability": 0.7587890625}, {"start": 2537.59, "end": 2538.77, "word": " تمام؟", "probability": 0.8810221354166666}, {"start": 2538.77, "end": 2539.23, "word": " فما", "probability": 0.919921875}, {"start": 2539.23, "end": 2539.59, "word": " بالكوا", "probability": 0.79931640625}, {"start": 2539.59, "end": 2539.73, "word": " عاد", "probability": 0.53466796875}, {"start": 2539.73, "end": 2539.79, "word": " ال", "probability": 0.61474609375}, {"start": 2539.79, "end": 2540.17, "word": " conclusion", "probability": 0.9326171875}, {"start": 2540.17, "end": 2540.35, "word": " اللي", "probability": 0.9228515625}, {"start": 2540.35, "end": 2540.51, "word": " بده", "probability": 0.6953125}, {"start": 2540.51, "end": 2542.53, "word": " يطلع؟", "probability": 0.85693359375}, {"start": 2542.53, "end": 2542.75, "word": " فما", "probability": 0.844970703125}, {"start": 2542.75, "end": 2542.99, "word": " بالكوا", "probability": 0.9768880208333334}, {"start": 2542.99, "end": 2543.07, "word": " ال", "probability": 0.98486328125}, {"start": 2543.07, "end": 2543.33, "word": " conclusion", "probability": 0.95703125}, {"start": 2543.33, "end": 2543.51, "word": " اللي", "probability": 0.9912109375}, {"start": 2543.51, "end": 2543.67, "word": " بده", "probability": 0.961181640625}, {"start": 2543.67, "end": 2544.27, "word": " يطلع؟", "probability": 0.97626953125}, {"start": 2544.27, "end": 2544.85, "word": " تمام،", "probability": 0.85595703125}, {"start": 2544.85, "end": 2545.09, "word": " فإذا", "probability": 0.8463541666666666}, {"start": 2545.09, "end": 2545.29, "word": " هنا", "probability": 0.94189453125}, {"start": 2545.29, "end": 2545.75, "word": " بنقدر", "probability": 0.9259440104166666}, {"start": 2545.75, "end": 2546.05, "word": " ال", "probability": 0.962890625}, {"start": 2546.05, "end": 2546.25, "word": " answer", "probability": 0.802734375}, {"start": 2546.25, "end": 2546.59, "word": " تنتي", "probability": 0.69482421875}, {"start": 2546.59, "end": 2547.05, "word": " نعرفها", "probability": 0.8387451171875}, {"start": 2547.05, "end": 2547.17, "word": " على", "probability": 0.923828125}, {"start": 2547.17, "end": 2547.35, "word": " أساس", "probability": 0.9178059895833334}, {"start": 2547.35, "end": 2547.49, "word": " إن", "probability": 0.441162109375}, {"start": 2547.49, "end": 2547.73, "word": " هي", "probability": 0.82373046875}, {"start": 2547.73, "end": 2548.13, "word": " the", "probability": 0.736328125}, {"start": 2548.13, "end": 2548.51, "word": " lack", "probability": 0.916015625}, {"start": 2548.51, "end": 2548.73, "word": " of", "probability": 0.98779296875}, {"start": 2548.73, "end": 2548.91, "word": " the", "probability": 0.8623046875}, {"start": 2548.91, "end": 2549.49, "word": " exact", "probability": 0.98046875}, {"start": 2549.49, "end": 2550.53, "word": " knowledge،", "probability": 0.7017822265625}, {"start": 2550.53, "end": 2550.63, "word": " هي", "probability": 0.92431640625}, {"start": 2550.63, "end": 2550.89, "word": " واضح", "probability": 0.9889322916666666}, {"start": 2550.89, "end": 2551.03, "word": " إن", "probability": 0.5673828125}, {"start": 2551.03, "end": 2551.21, "word": " هو", "probability": 0.80029296875}, {"start": 2551.21, "end": 2551.89, "word": " ضعف", "probability": 0.9876302083333334}, {"start": 2551.89, "end": 2552.15, "word": " في", "probability": 0.99462890625}, {"start": 2552.15, "end": 2553.21, "word": " المعرفة", "probability": 0.9881591796875}, {"start": 2553.21, "end": 2553.75, "word": " الدقيقة", "probability": 0.9781901041666666}], "temperature": 1.0}, {"id": 114, "seek": 257475, "start": 2555.09, "end": 2574.75, "text": "ال exact knowledge حول أي حاجة احنا بدنا نصل ل perfectly conclusion او ل perfect conclusion لها بمعنى انا مش متأكد okay ممكن تكون صحيح تمانين تسعين في المية لكن مع ذلك مانفعش اقول مية في المية مع ذلك مانفعش احكي مائة في المية", "tokens": [6027, 1900, 3601, 11331, 12610, 36632, 11331, 26108, 3660, 1975, 5016, 8315, 47525, 8315, 8717, 36520, 5296, 6239, 10063, 1975, 2407, 5296, 2176, 10063, 5296, 11296, 4724, 2304, 3615, 1863, 7578, 1975, 8315, 37893, 44650, 10721, 4117, 3215, 1392, 3714, 43020, 6055, 30544, 20328, 5016, 1829, 5016, 6055, 2304, 7649, 9957, 6055, 3794, 3615, 9957, 8978, 9673, 10632, 44381, 20449, 29910, 23275, 3714, 7649, 5172, 3615, 8592, 1975, 39648, 3714, 10632, 8978, 9673, 10632, 20449, 29910, 23275, 3714, 7649, 5172, 3615, 8592, 1975, 5016, 4117, 1829, 3714, 16373, 3660, 8978, 9673, 10632], "avg_logprob": -0.1526377688172043, "compression_ratio": 1.7918781725888324, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 2555.09, "end": 2555.33, "word": "ال", "probability": 0.78076171875}, {"start": 2555.33, "end": 2555.65, "word": " exact", "probability": 0.63330078125}, {"start": 2555.65, "end": 2556.77, "word": " knowledge", "probability": 0.93359375}, {"start": 2556.77, "end": 2558.69, "word": " حول", "probability": 0.9345703125}, {"start": 2558.69, "end": 2558.93, "word": " أي", "probability": 0.8388671875}, {"start": 2558.93, "end": 2559.27, "word": " حاجة", "probability": 0.99609375}, {"start": 2559.27, "end": 2559.41, "word": " احنا", "probability": 0.8444010416666666}, {"start": 2559.41, "end": 2559.75, "word": " بدنا", "probability": 0.975341796875}, {"start": 2559.75, "end": 2560.45, "word": " نصل", "probability": 0.939453125}, {"start": 2560.45, "end": 2560.65, "word": " ل", "probability": 0.8994140625}, {"start": 2560.65, "end": 2561.07, "word": " perfectly", "probability": 0.120849609375}, {"start": 2561.07, "end": 2562.55, "word": " conclusion", "probability": 0.87841796875}, {"start": 2562.55, "end": 2562.75, "word": " او", "probability": 0.73876953125}, {"start": 2562.75, "end": 2562.87, "word": " ل", "probability": 0.697265625}, {"start": 2562.87, "end": 2563.19, "word": " perfect", "probability": 0.94287109375}, {"start": 2563.19, "end": 2563.65, "word": " conclusion", "probability": 0.95068359375}, {"start": 2563.65, "end": 2564.01, "word": " لها", "probability": 0.7249755859375}, {"start": 2564.01, "end": 2564.95, "word": " بمعنى", "probability": 0.93203125}, {"start": 2564.95, "end": 2565.55, "word": " انا", "probability": 0.736083984375}, {"start": 2565.55, "end": 2565.69, "word": " مش", "probability": 0.9873046875}, {"start": 2565.69, "end": 2566.29, "word": " متأكد", "probability": 0.974609375}, {"start": 2566.29, "end": 2567.87, "word": " okay", "probability": 0.515625}, {"start": 2567.87, "end": 2568.21, "word": " ممكن", "probability": 0.98876953125}, {"start": 2568.21, "end": 2568.47, "word": " تكون", "probability": 0.98486328125}, {"start": 2568.47, "end": 2568.89, "word": " صحيح", "probability": 0.998291015625}, {"start": 2568.89, "end": 2569.23, "word": " تمانين", "probability": 0.81793212890625}, {"start": 2569.23, "end": 2569.55, "word": " تسعين", "probability": 0.9609375}, {"start": 2569.55, "end": 2569.69, "word": " في", "probability": 0.68115234375}, {"start": 2569.69, "end": 2569.95, "word": " المية", "probability": 0.87548828125}, {"start": 2569.95, "end": 2570.61, "word": " لكن", "probability": 0.9267578125}, {"start": 2570.61, "end": 2570.81, "word": " مع", "probability": 0.982421875}, {"start": 2570.81, "end": 2571.07, "word": " ذلك", "probability": 0.99658203125}, {"start": 2571.07, "end": 2571.43, "word": " مانفعش", "probability": 0.803759765625}, {"start": 2571.43, "end": 2571.59, "word": " اقول", "probability": 0.896240234375}, {"start": 2571.59, "end": 2571.85, "word": " مية", "probability": 0.767578125}, {"start": 2571.85, "end": 2572.01, "word": " في", "probability": 0.9755859375}, {"start": 2572.01, "end": 2572.27, "word": " المية", "probability": 0.9912109375}, {"start": 2572.27, "end": 2572.99, "word": " مع", "probability": 0.79833984375}, {"start": 2572.99, "end": 2573.25, "word": " ذلك", "probability": 0.994140625}, {"start": 2573.25, "end": 2573.63, "word": " مانفعش", "probability": 0.971484375}, {"start": 2573.63, "end": 2573.99, "word": " احكي", "probability": 0.96337890625}, {"start": 2573.99, "end": 2574.43, "word": " مائة", "probability": 0.7859700520833334}, {"start": 2574.43, "end": 2574.55, "word": " في", "probability": 0.9912109375}, {"start": 2574.55, "end": 2574.75, "word": " المية", "probability": 0.79345703125}], "temperature": 1.0}, {"id": 115, "seek": 259948, "start": 2576.64, "end": 2599.48, "text": "فهنا هيكون في عندى او بتعامل اكثر مع ال .. الوضع ك rules و هنا في الحالة هذا القانون هنا بده يستثني ال middle between zero and one ايش يعني بده يستثني ال values اللي بين الصفر و الواحد؟ معناته انه لما اقوله a is true كأني بقوله معناته a is not false completely", "tokens": [5172, 3224, 8315, 39896, 30544, 8978, 43242, 7578, 1975, 2407, 39894, 3615, 10943, 1211, 1975, 4117, 49115, 20449, 2423, 4386, 2423, 2407, 11242, 3615, 9122, 4474, 4032, 34105, 8978, 21542, 6027, 3660, 23758, 25062, 7649, 11536, 34105, 47525, 3224, 7251, 14851, 12984, 22653, 2423, 2808, 1296, 4018, 293, 472, 1975, 1829, 8592, 37495, 22653, 47525, 3224, 7251, 14851, 12984, 22653, 2423, 4190, 13672, 1829, 49374, 31767, 5172, 2288, 4032, 2423, 14407, 24401, 22807, 20449, 8315, 47395, 16472, 3224, 5296, 15042, 1975, 39648, 3224, 257, 307, 2074, 9122, 33456, 1829, 4724, 39648, 3224, 20449, 8315, 47395, 257, 307, 406, 7908, 2584], "avg_logprob": -0.15570853311236543, "compression_ratio": 1.6382113821138211, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 2576.64, "end": 2577.06, "word": "فهنا", "probability": 0.9620768229166666}, {"start": 2577.06, "end": 2577.38, "word": " هيكون", "probability": 0.6766357421875}, {"start": 2577.38, "end": 2577.52, "word": " في", "probability": 0.93505859375}, {"start": 2577.52, "end": 2577.96, "word": " عندى", "probability": 0.821044921875}, {"start": 2577.96, "end": 2578.32, "word": " او", "probability": 0.6763916015625}, {"start": 2578.32, "end": 2578.78, "word": " بتعامل", "probability": 0.915283203125}, {"start": 2578.78, "end": 2579.22, "word": " اكثر", "probability": 0.8927408854166666}, {"start": 2579.22, "end": 2579.86, "word": " مع", "probability": 0.9716796875}, {"start": 2579.86, "end": 2580.44, "word": " ال", "probability": 0.98974609375}, {"start": 2580.44, "end": 2580.52, "word": " ..", "probability": 0.59912109375}, {"start": 2580.52, "end": 2580.96, "word": " الوضع", "probability": 0.9732666015625}, {"start": 2580.96, "end": 2581.18, "word": " ك", "probability": 0.9736328125}, {"start": 2581.18, "end": 2581.48, "word": " rules", "probability": 0.810546875}, {"start": 2581.48, "end": 2581.86, "word": " و", "probability": 0.76611328125}, {"start": 2581.86, "end": 2582.02, "word": " هنا", "probability": 0.88818359375}, {"start": 2582.02, "end": 2582.12, "word": " في", "probability": 0.88818359375}, {"start": 2582.12, "end": 2582.4, "word": " الحالة", "probability": 0.9889322916666666}, {"start": 2582.4, "end": 2582.56, "word": " هذا", "probability": 0.35595703125}, {"start": 2582.56, "end": 2582.96, "word": " القانون", "probability": 0.9908854166666666}, {"start": 2582.96, "end": 2583.28, "word": " هنا", "probability": 0.91796875}, {"start": 2583.28, "end": 2583.88, "word": " بده", "probability": 0.848876953125}, {"start": 2583.88, "end": 2584.6, "word": " يستثني", "probability": 0.8692626953125}, {"start": 2584.6, "end": 2585.08, "word": " ال", "probability": 0.95068359375}, {"start": 2585.08, "end": 2585.48, "word": " middle", "probability": 0.9765625}, {"start": 2585.48, "end": 2587.1, "word": " between", "probability": 0.89453125}, {"start": 2587.1, "end": 2587.52, "word": " zero", "probability": 0.341796875}, {"start": 2587.52, "end": 2587.76, "word": " and", "probability": 0.87109375}, {"start": 2587.76, "end": 2588.04, "word": " one", "probability": 0.95703125}, {"start": 2588.04, "end": 2589.44, "word": " ايش", "probability": 0.7958984375}, {"start": 2589.44, "end": 2589.7, "word": " يعني", "probability": 0.8779296875}, {"start": 2589.7, "end": 2589.98, "word": " بده", "probability": 0.921875}, {"start": 2589.98, "end": 2590.56, "word": " يستثني", "probability": 0.954345703125}, {"start": 2590.56, "end": 2591.24, "word": " ال", "probability": 0.98828125}, {"start": 2591.24, "end": 2591.7, "word": " values", "probability": 0.98046875}, {"start": 2591.7, "end": 2591.88, "word": " اللي", "probability": 0.861083984375}, {"start": 2591.88, "end": 2592.06, "word": " بين", "probability": 0.9814453125}, {"start": 2592.06, "end": 2592.44, "word": " الصفر", "probability": 0.9090169270833334}, {"start": 2592.44, "end": 2592.5, "word": " و", "probability": 0.5390625}, {"start": 2592.5, "end": 2593.1, "word": " الواحد؟", "probability": 0.870849609375}, {"start": 2593.1, "end": 2593.48, "word": " معناته", "probability": 0.97216796875}, {"start": 2593.48, "end": 2593.9, "word": " انه", "probability": 0.839599609375}, {"start": 2593.9, "end": 2594.24, "word": " لما", "probability": 0.949951171875}, {"start": 2594.24, "end": 2594.6, "word": " اقوله", "probability": 0.7388509114583334}, {"start": 2594.6, "end": 2594.9, "word": " a", "probability": 0.64013671875}, {"start": 2594.9, "end": 2595.18, "word": " is", "probability": 0.95751953125}, {"start": 2595.18, "end": 2595.62, "word": " true", "probability": 0.98486328125}, {"start": 2595.62, "end": 2596.34, "word": " كأني", "probability": 0.76513671875}, {"start": 2596.34, "end": 2596.7, "word": " بقوله", "probability": 0.96240234375}, {"start": 2596.7, "end": 2597.18, "word": " معناته", "probability": 0.9900716145833334}, {"start": 2597.18, "end": 2597.4, "word": " a", "probability": 0.953125}, {"start": 2597.4, "end": 2597.62, "word": " is", "probability": 0.970703125}, {"start": 2597.62, "end": 2597.9, "word": " not", "probability": 0.96826171875}, {"start": 2597.9, "end": 2598.38, "word": " false", "probability": 0.87646484375}, {"start": 2598.38, "end": 2599.48, "word": " completely", "probability": 0.5390625}], "temperature": 1.0}, {"id": 116, "seek": 262096, "start": 2600.82, "end": 2620.96, "text": "ال true معناته هي مش false أصلا مافيش فيها ولا ذرّة false ولا أي probability أنها تكون false نفس الكلام إذا قلتله a is false معناته لايوجد اي احتمالية أبدا أن يكون فيها أي جزء من ال true false true خلاص هي لأ بدها false not true بشكل كامل", "tokens": [6027, 2074, 20449, 8315, 47395, 39896, 37893, 7908, 5551, 9381, 15040, 19446, 41185, 8592, 8978, 11296, 49429, 29910, 2288, 11703, 3660, 7908, 49429, 36632, 8482, 14739, 11296, 6055, 30544, 7908, 8717, 36178, 2423, 28820, 10943, 11933, 15730, 12174, 1211, 2655, 43761, 257, 307, 7908, 20449, 8315, 47395, 20193, 1829, 29245, 3215, 1975, 1829, 1975, 33753, 2304, 6027, 10632, 5551, 3555, 28259, 14739, 7251, 30544, 8978, 11296, 36632, 10874, 11622, 38207, 9154, 2423, 2074, 7908, 2074, 16490, 1211, 33546, 39896, 5296, 10721, 47525, 11296, 7908, 406, 2074, 4724, 8592, 28820, 9122, 10943, 1211], "avg_logprob": -0.15406585572868264, "compression_ratio": 1.705607476635514, "no_speech_prob": 1.4901161193847656e-06, "words": [{"start": 2600.82, "end": 2601.08, "word": "ال", "probability": 0.93310546875}, {"start": 2601.08, "end": 2601.24, "word": " true", "probability": 0.4072265625}, {"start": 2601.24, "end": 2601.62, "word": " معناته", "probability": 0.9401041666666666}, {"start": 2601.62, "end": 2601.78, "word": " هي", "probability": 0.54931640625}, {"start": 2601.78, "end": 2601.98, "word": " مش", "probability": 0.97607421875}, {"start": 2601.98, "end": 2602.26, "word": " false", "probability": 0.88671875}, {"start": 2602.26, "end": 2602.7, "word": " أصلا", "probability": 0.9021809895833334}, {"start": 2602.7, "end": 2602.94, "word": " مافيش", "probability": 0.7469075520833334}, {"start": 2602.94, "end": 2603.16, "word": " فيها", "probability": 0.991943359375}, {"start": 2603.16, "end": 2603.36, "word": " ولا", "probability": 0.8525390625}, {"start": 2603.36, "end": 2604.2, "word": " ذرّة", "probability": 0.8326416015625}, {"start": 2604.2, "end": 2604.52, "word": " false", "probability": 0.9169921875}, {"start": 2604.52, "end": 2605.06, "word": " ولا", "probability": 0.802734375}, {"start": 2605.06, "end": 2605.32, "word": " أي", "probability": 0.74609375}, {"start": 2605.32, "end": 2605.84, "word": " probability", "probability": 0.96826171875}, {"start": 2605.84, "end": 2606.02, "word": " أنها", "probability": 0.739013671875}, {"start": 2606.02, "end": 2606.28, "word": " تكون", "probability": 0.9873046875}, {"start": 2606.28, "end": 2607.42, "word": " false", "probability": 0.92724609375}, {"start": 2607.42, "end": 2608.02, "word": " نفس", "probability": 0.9462890625}, {"start": 2608.02, "end": 2608.34, "word": " الكلام", "probability": 0.94677734375}, {"start": 2608.34, "end": 2608.46, "word": " إذا", "probability": 0.90087890625}, {"start": 2608.46, "end": 2608.84, "word": " قلتله", "probability": 0.9459228515625}, {"start": 2608.84, "end": 2609.04, "word": " a", "probability": 0.52392578125}, {"start": 2609.04, "end": 2609.22, "word": " is", "probability": 0.92626953125}, {"start": 2609.22, "end": 2609.6, "word": " false", "probability": 0.93115234375}, {"start": 2609.6, "end": 2610.16, "word": " معناته", "probability": 0.9547526041666666}, {"start": 2610.16, "end": 2610.52, "word": " لايوجد", "probability": 0.8582763671875}, {"start": 2610.52, "end": 2610.74, "word": " اي", "probability": 0.80419921875}, {"start": 2610.74, "end": 2611.42, "word": " احتمالية", "probability": 0.96513671875}, {"start": 2611.42, "end": 2611.74, "word": " أبدا", "probability": 0.8274739583333334}, {"start": 2611.74, "end": 2611.86, "word": " أن", "probability": 0.62255859375}, {"start": 2611.86, "end": 2612.08, "word": " يكون", "probability": 0.9736328125}, {"start": 2612.08, "end": 2612.34, "word": " فيها", "probability": 0.99365234375}, {"start": 2612.34, "end": 2612.66, "word": " أي", "probability": 0.6201171875}, {"start": 2612.66, "end": 2613.12, "word": " جزء", "probability": 0.9959309895833334}, {"start": 2613.12, "end": 2613.28, "word": " من", "probability": 0.994140625}, {"start": 2613.28, "end": 2613.42, "word": " ال", "probability": 0.97265625}, {"start": 2613.42, "end": 2614.08, "word": " true", "probability": 0.970703125}, {"start": 2614.08, "end": 2616.06, "word": " false", "probability": 0.498779296875}, {"start": 2616.06, "end": 2616.32, "word": " true", "probability": 0.9501953125}, {"start": 2616.32, "end": 2616.72, "word": " خلاص", "probability": 0.9523111979166666}, {"start": 2616.72, "end": 2616.88, "word": " هي", "probability": 0.890625}, {"start": 2616.88, "end": 2617.14, "word": " لأ", "probability": 0.98095703125}, {"start": 2617.14, "end": 2617.48, "word": " بدها", "probability": 0.3165283203125}, {"start": 2617.48, "end": 2617.74, "word": " false", "probability": 0.8837890625}, {"start": 2617.74, "end": 2618.6, "word": " not", "probability": 0.83740234375}, {"start": 2618.6, "end": 2619.16, "word": " true", "probability": 0.986328125}, {"start": 2619.16, "end": 2620.48, "word": " بشكل", "probability": 0.97998046875}, {"start": 2620.48, "end": 2620.96, "word": " كامل", "probability": 0.9973958333333334}], "temperature": 1.0}, {"id": 117, "seek": 264699, "start": 2621.63, "end": 2646.99, "text": "و هذا طبعا في حياتنا مش صحيح .. مش صحيح فلما بتكلم عن ال weak implications واضح أنه ضمنيا اللفظ ضعيف أو الكلام تبعنا هيك ضعيف .. ضعيف واضح جدا أنه هيكون ضعيف لأن ال domain experts و الحقيقة كمان ال knowledge engineer هيكون عندهم صعوبة جدا مهمة صعبة جدا أن يحددولنا النسب هذه", "tokens": [2407, 23758, 23032, 3555, 3615, 995, 8978, 11331, 1829, 9307, 8315, 37893, 20328, 5016, 1829, 5016, 4386, 37893, 20328, 5016, 1829, 5016, 6156, 1211, 15042, 39894, 4117, 19528, 18871, 2423, 5336, 16602, 4032, 46958, 5016, 14739, 3224, 48812, 27842, 25528, 13672, 5172, 19913, 48812, 3615, 33911, 34051, 2423, 28820, 10943, 6055, 3555, 3615, 8315, 39896, 4117, 48812, 3615, 33911, 4386, 48812, 3615, 33911, 4032, 46958, 5016, 10874, 28259, 14739, 3224, 39896, 30544, 48812, 3615, 33911, 5296, 33456, 2423, 9274, 8572, 4032, 21542, 38436, 28671, 9122, 2304, 7649, 2423, 3601, 11403, 39896, 30544, 43242, 16095, 20328, 3615, 37746, 3660, 10874, 28259, 3714, 16095, 3660, 20328, 3615, 49401, 10874, 28259, 14739, 7251, 24401, 3215, 12610, 8315, 28239, 35457, 29538], "avg_logprob": -0.1136784968361006, "compression_ratio": 1.73828125, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 2621.63, "end": 2621.85, "word": "و", "probability": 0.947265625}, {"start": 2621.85, "end": 2622.01, "word": " هذا", "probability": 0.46728515625}, {"start": 2622.01, "end": 2622.31, "word": " طبعا", "probability": 0.9635009765625}, {"start": 2622.31, "end": 2622.43, "word": " في", "probability": 0.9443359375}, {"start": 2622.43, "end": 2622.97, "word": " حياتنا", "probability": 0.9971923828125}, {"start": 2622.97, "end": 2623.55, "word": " مش", "probability": 0.9482421875}, {"start": 2623.55, "end": 2624.03, "word": " صحيح", "probability": 0.997802734375}, {"start": 2624.03, "end": 2624.19, "word": " ..", "probability": 0.73193359375}, {"start": 2624.19, "end": 2624.33, "word": " مش", "probability": 0.79833984375}, {"start": 2624.33, "end": 2624.77, "word": " صحيح", "probability": 0.9986572265625}, {"start": 2624.77, "end": 2625.39, "word": " فلما", "probability": 0.8683268229166666}, {"start": 2625.39, "end": 2625.71, "word": " بتكلم", "probability": 0.8138020833333334}, {"start": 2625.71, "end": 2625.91, "word": " عن", "probability": 0.9951171875}, {"start": 2625.91, "end": 2626.17, "word": " ال", "probability": 0.90869140625}, {"start": 2626.17, "end": 2626.41, "word": " weak", "probability": 0.97314453125}, {"start": 2626.41, "end": 2627.25, "word": " implications", "probability": 0.9365234375}, {"start": 2627.25, "end": 2628.85, "word": " واضح", "probability": 0.9480794270833334}, {"start": 2628.85, "end": 2629.27, "word": " أنه", "probability": 0.785888671875}, {"start": 2629.27, "end": 2630.33, "word": " ضمنيا", "probability": 0.9700520833333334}, {"start": 2630.33, "end": 2631.47, "word": " اللفظ", "probability": 0.93896484375}, {"start": 2631.47, "end": 2631.95, "word": " ضعيف", "probability": 0.9552408854166666}, {"start": 2631.95, "end": 2632.15, "word": " أو", "probability": 0.71875}, {"start": 2632.15, "end": 2632.77, "word": " الكلام", "probability": 0.8486328125}, {"start": 2632.77, "end": 2633.05, "word": " تبعنا", "probability": 0.8818359375}, {"start": 2633.05, "end": 2633.23, "word": " هيك", "probability": 0.97314453125}, {"start": 2633.23, "end": 2633.63, "word": " ضعيف", "probability": 0.9930013020833334}, {"start": 2633.63, "end": 2633.95, "word": " ..", "probability": 0.572265625}, {"start": 2633.95, "end": 2634.39, "word": " ضعيف", "probability": 0.9274088541666666}, {"start": 2634.39, "end": 2634.79, "word": " واضح", "probability": 0.8831380208333334}, {"start": 2634.79, "end": 2635.05, "word": " جدا", "probability": 0.996826171875}, {"start": 2635.05, "end": 2635.25, "word": " أنه", "probability": 0.7186279296875}, {"start": 2635.25, "end": 2635.53, "word": " هيكون", "probability": 0.8720703125}, {"start": 2635.53, "end": 2635.81, "word": " ضعيف", "probability": 0.9879557291666666}, {"start": 2635.81, "end": 2636.09, "word": " لأن", "probability": 0.738525390625}, {"start": 2636.09, "end": 2636.89, "word": " ال", "probability": 0.6318359375}, {"start": 2636.89, "end": 2637.59, "word": " domain", "probability": 0.99267578125}, {"start": 2637.59, "end": 2639.05, "word": " experts", "probability": 0.94287109375}, {"start": 2639.05, "end": 2639.75, "word": " و", "probability": 0.79931640625}, {"start": 2639.75, "end": 2640.27, "word": " الحقيقة", "probability": 0.9837239583333334}, {"start": 2640.27, "end": 2640.53, "word": " كمان", "probability": 0.9171549479166666}, {"start": 2640.53, "end": 2640.63, "word": " ال", "probability": 0.73046875}, {"start": 2640.63, "end": 2640.85, "word": " knowledge", "probability": 0.95068359375}, {"start": 2640.85, "end": 2641.37, "word": " engineer", "probability": 0.75341796875}, {"start": 2641.37, "end": 2641.73, "word": " هيكون", "probability": 0.90966796875}, {"start": 2641.73, "end": 2642.07, "word": " عندهم", "probability": 0.994140625}, {"start": 2642.07, "end": 2642.91, "word": " صعوبة", "probability": 0.9930419921875}, {"start": 2642.91, "end": 2643.27, "word": " جدا", "probability": 0.996337890625}, {"start": 2643.27, "end": 2643.73, "word": " مهمة", "probability": 0.7932942708333334}, {"start": 2643.73, "end": 2644.13, "word": " صعبة", "probability": 0.99658203125}, {"start": 2644.13, "end": 2645.03, "word": " جدا", "probability": 0.998046875}, {"start": 2645.03, "end": 2645.65, "word": " أن", "probability": 0.63427734375}, {"start": 2645.65, "end": 2646.33, "word": " يحددولنا", "probability": 0.840625}, {"start": 2646.33, "end": 2646.67, "word": " النسب", "probability": 0.960205078125}, {"start": 2646.67, "end": 2646.99, "word": " هذه", "probability": 0.81494140625}], "temperature": 1.0}, {"id": 118, "seek": 267667, "start": 2648.19, "end": 2676.67, "text": "لأنه عارفين تماما أنه ال .. to create correlations between ال if و ال then مش دائما 100% يعني مين جال أنه ال fact و ال conclusion هدلول أنا لما حطتهم في if then معناته أنا رابطتهم في بعض صح؟ فعملتلهم correlation ارتباط مين جال أنه الارتباط 100%؟ محدش جال .. محدش جال 100% عشان هيك هذه بالنسبة لأ", "tokens": [1211, 33456, 3224, 6225, 9640, 5172, 9957, 46811, 10943, 995, 14739, 3224, 2423, 4386, 281, 1884, 13983, 763, 1296, 2423, 498, 4032, 2423, 550, 37893, 11778, 16373, 15042, 2319, 4, 37495, 22653, 3714, 9957, 10874, 6027, 14739, 3224, 2423, 1186, 4032, 2423, 10063, 8032, 3215, 1211, 12610, 41850, 5296, 15042, 11331, 9566, 2655, 16095, 8978, 498, 550, 20449, 8315, 47395, 41850, 12602, 16758, 9566, 2655, 16095, 8978, 45030, 11242, 20328, 5016, 22807, 6156, 25957, 1211, 2655, 1211, 16095, 20009, 1975, 43500, 3555, 41193, 3714, 9957, 10874, 6027, 14739, 3224, 2423, 9640, 2655, 3555, 41193, 2319, 4, 22807, 3714, 24401, 8592, 10874, 6027, 4386, 3714, 24401, 8592, 10874, 6027, 2319, 4, 6225, 8592, 7649, 39896, 4117, 29538, 20666, 1863, 35457, 3660, 5296, 10721], "avg_logprob": -0.19804369773322006, "compression_ratio": 1.8152610441767068, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2648.19, "end": 2648.53, "word": "لأنه", "probability": 0.8680013020833334}, {"start": 2648.53, "end": 2648.91, "word": " عارفين", "probability": 0.9832763671875}, {"start": 2648.91, "end": 2649.45, "word": " تماما", "probability": 0.98193359375}, {"start": 2649.45, "end": 2650.29, "word": " أنه", "probability": 0.541259765625}, {"start": 2650.29, "end": 2650.81, "word": " ال", "probability": 0.44775390625}, {"start": 2650.81, "end": 2651.39, "word": " ..", "probability": 0.73828125}, {"start": 2651.39, "end": 2652.01, "word": " to", "probability": 0.70458984375}, {"start": 2652.01, "end": 2652.39, "word": " create", "probability": 0.6064453125}, {"start": 2652.39, "end": 2654.37, "word": " correlations", "probability": 0.83837890625}, {"start": 2654.37, "end": 2654.95, "word": " between", "probability": 0.70068359375}, {"start": 2654.95, "end": 2655.21, "word": " ال", "probability": 0.92333984375}, {"start": 2655.21, "end": 2655.51, "word": " if", "probability": 0.86181640625}, {"start": 2655.51, "end": 2656.07, "word": " و", "probability": 0.81396484375}, {"start": 2656.07, "end": 2656.19, "word": " ال", "probability": 0.87060546875}, {"start": 2656.19, "end": 2656.47, "word": " then", "probability": 0.71630859375}, {"start": 2656.47, "end": 2657.47, "word": " مش", "probability": 0.71826171875}, {"start": 2657.47, "end": 2657.83, "word": " دائما", "probability": 0.9466145833333334}, {"start": 2657.83, "end": 2658.03, "word": " 100", "probability": 0.54736328125}, {"start": 2658.03, "end": 2658.41, "word": "%", "probability": 0.94677734375}, {"start": 2658.41, "end": 2659.15, "word": " يعني", "probability": 0.789306640625}, {"start": 2659.15, "end": 2659.33, "word": " مين", "probability": 0.88525390625}, {"start": 2659.33, "end": 2659.49, "word": " جال", "probability": 0.7442626953125}, {"start": 2659.49, "end": 2659.69, "word": " أنه", "probability": 0.825439453125}, {"start": 2659.69, "end": 2659.79, "word": " ال", "probability": 0.9208984375}, {"start": 2659.79, "end": 2660.07, "word": " fact", "probability": 0.98046875}, {"start": 2660.07, "end": 2660.23, "word": " و", "probability": 0.95849609375}, {"start": 2660.23, "end": 2660.31, "word": " ال", "probability": 0.9560546875}, {"start": 2660.31, "end": 2660.79, "word": " conclusion", "probability": 0.94482421875}, {"start": 2660.79, "end": 2661.39, "word": " هدلول", "probability": 0.5479736328125}, {"start": 2661.39, "end": 2661.55, "word": " أنا", "probability": 0.5380859375}, {"start": 2661.55, "end": 2661.75, "word": " لما", "probability": 0.936767578125}, {"start": 2661.75, "end": 2662.11, "word": " حطتهم", "probability": 0.78192138671875}, {"start": 2662.11, "end": 2662.25, "word": " في", "probability": 0.89599609375}, {"start": 2662.25, "end": 2662.43, "word": " if", "probability": 0.96728515625}, {"start": 2662.43, "end": 2662.59, "word": " then", "probability": 0.82763671875}, {"start": 2662.59, "end": 2662.93, "word": " معناته", "probability": 0.8562825520833334}, {"start": 2662.93, "end": 2663.09, "word": " أنا", "probability": 0.71044921875}, {"start": 2663.09, "end": 2663.51, "word": " رابطتهم", "probability": 0.784130859375}, {"start": 2663.51, "end": 2663.65, "word": " في", "probability": 0.95361328125}, {"start": 2663.65, "end": 2663.97, "word": " بعض", "probability": 0.995849609375}, {"start": 2663.97, "end": 2664.99, "word": " صح؟", "probability": 0.7218424479166666}, {"start": 2664.99, "end": 2665.53, "word": " فعملتلهم", "probability": 0.9473470052083334}, {"start": 2665.53, "end": 2666.07, "word": " correlation", "probability": 0.953125}, {"start": 2666.07, "end": 2667.47, "word": " ارتباط", "probability": 0.896484375}, {"start": 2667.47, "end": 2668.05, "word": " مين", "probability": 0.854248046875}, {"start": 2668.05, "end": 2668.23, "word": " جال", "probability": 0.9873046875}, {"start": 2668.23, "end": 2668.51, "word": " أنه", "probability": 0.885009765625}, {"start": 2668.51, "end": 2669.01, "word": " الارتباط", "probability": 0.9345703125}, {"start": 2669.01, "end": 2669.23, "word": " 100", "probability": 0.82568359375}, {"start": 2669.23, "end": 2672.37, "word": "%؟", "probability": 0.93359375}, {"start": 2672.37, "end": 2672.69, "word": " محدش", "probability": 0.8190104166666666}, {"start": 2672.69, "end": 2672.93, "word": " جال", "probability": 0.995849609375}, {"start": 2672.93, "end": 2673.69, "word": " ..", "probability": 0.54296875}, {"start": 2673.69, "end": 2674.21, "word": " محدش", "probability": 0.9680989583333334}, {"start": 2674.21, "end": 2674.35, "word": " جال", "probability": 0.997802734375}, {"start": 2674.35, "end": 2674.51, "word": " 100", "probability": 0.81591796875}, {"start": 2674.51, "end": 2674.89, "word": "%", "probability": 0.98583984375}, {"start": 2674.89, "end": 2675.29, "word": " عشان", "probability": 0.8868815104166666}, {"start": 2675.29, "end": 2675.47, "word": " هيك", "probability": 0.907958984375}, {"start": 2675.47, "end": 2675.55, "word": " هذه", "probability": 0.36572265625}, {"start": 2675.55, "end": 2676.03, "word": " بالنسبة", "probability": 0.9302978515625}, {"start": 2676.03, "end": 2676.67, "word": " لأ", "probability": 0.712646484375}], "temperature": 1.0}, {"id": 119, "seek": 270128, "start": 2677.62, "end": 2701.28, "text": "ال domain experts و ال knowledge engineers عشان يحطوا ال rules هذه من الصعوبة ب .. صعب جدا جدا جدا انه فعلا يعملوا الرابط هذا بين ال fact اللي هي بتاعة جملة if ال condition هذا و بين جملة then اللي هو ال action طب مين جال ان هم مرتبطين مائة في المائة زي ما انت قلتلي if then خلاص إنتهى", "tokens": [6027, 9274, 8572, 4032, 2423, 3601, 11955, 6225, 8592, 7649, 7251, 5016, 9566, 14407, 2423, 4474, 29538, 9154, 31767, 3615, 37746, 3660, 4724, 4386, 20328, 3615, 3555, 10874, 28259, 10874, 28259, 10874, 28259, 16472, 3224, 6156, 3615, 15040, 7251, 25957, 1211, 14407, 34892, 16758, 9566, 23758, 49374, 2423, 1186, 13672, 1829, 39896, 39894, 995, 27884, 10874, 42213, 3660, 498, 2423, 4188, 23758, 4032, 49374, 10874, 42213, 3660, 550, 13672, 1829, 31439, 2423, 3069, 23032, 3555, 3714, 9957, 10874, 6027, 16472, 8032, 2304, 3714, 43500, 3555, 9566, 9957, 3714, 16373, 3660, 8978, 9673, 16373, 3660, 30767, 1829, 19446, 16472, 2655, 12174, 1211, 2655, 20292, 498, 550, 16490, 1211, 33546, 11933, 29399, 3224, 7578], "avg_logprob": -0.13910397597118818, "compression_ratio": 1.736220472440945, "no_speech_prob": 1.7285346984863281e-06, "words": [{"start": 2677.62, "end": 2677.98, "word": "ال", "probability": 0.63427734375}, {"start": 2677.98, "end": 2678.44, "word": " domain", "probability": 0.8349609375}, {"start": 2678.44, "end": 2679.06, "word": " experts", "probability": 0.94775390625}, {"start": 2679.06, "end": 2679.98, "word": " و", "probability": 0.7275390625}, {"start": 2679.98, "end": 2680.22, "word": " ال", "probability": 0.6513671875}, {"start": 2680.22, "end": 2680.44, "word": " knowledge", "probability": 0.90966796875}, {"start": 2680.44, "end": 2681.08, "word": " engineers", "probability": 0.97802734375}, {"start": 2681.08, "end": 2681.46, "word": " عشان", "probability": 0.9715169270833334}, {"start": 2681.46, "end": 2681.88, "word": " يحطوا", "probability": 0.978515625}, {"start": 2681.88, "end": 2681.92, "word": " ال", "probability": 0.97509765625}, {"start": 2681.92, "end": 2682.12, "word": " rules", "probability": 0.666015625}, {"start": 2682.12, "end": 2682.38, "word": " هذه", "probability": 0.7138671875}, {"start": 2682.38, "end": 2682.54, "word": " من", "probability": 0.966796875}, {"start": 2682.54, "end": 2683.2, "word": " الصعوبة", "probability": 0.9844970703125}, {"start": 2683.2, "end": 2683.32, "word": " ب", "probability": 0.44189453125}, {"start": 2683.32, "end": 2683.68, "word": " ..", "probability": 0.483642578125}, {"start": 2683.68, "end": 2684.28, "word": " صعب", "probability": 0.9830729166666666}, {"start": 2684.28, "end": 2684.6, "word": " جدا", "probability": 0.97802734375}, {"start": 2684.6, "end": 2684.9, "word": " جدا", "probability": 0.887939453125}, {"start": 2684.9, "end": 2685.16, "word": " جدا", "probability": 0.979248046875}, {"start": 2685.16, "end": 2685.48, "word": " انه", "probability": 0.6705322265625}, {"start": 2685.48, "end": 2685.82, "word": " فعلا", "probability": 0.94677734375}, {"start": 2685.82, "end": 2686.26, "word": " يعملوا", "probability": 0.9881591796875}, {"start": 2686.26, "end": 2686.72, "word": " الرابط", "probability": 0.8684895833333334}, {"start": 2686.72, "end": 2686.96, "word": " هذا", "probability": 0.865234375}, {"start": 2686.96, "end": 2687.18, "word": " بين", "probability": 0.97900390625}, {"start": 2687.18, "end": 2687.36, "word": " ال", "probability": 0.9560546875}, {"start": 2687.36, "end": 2687.7, "word": " fact", "probability": 0.9775390625}, {"start": 2687.7, "end": 2688.12, "word": " اللي", "probability": 0.952880859375}, {"start": 2688.12, "end": 2688.4, "word": " هي", "probability": 0.845703125}, {"start": 2688.4, "end": 2689.48, "word": " بتاعة", "probability": 0.7823893229166666}, {"start": 2689.48, "end": 2689.96, "word": " جملة", "probability": 0.7897135416666666}, {"start": 2689.96, "end": 2690.32, "word": " if", "probability": 0.94921875}, {"start": 2690.32, "end": 2691.28, "word": " ال", "probability": 0.91552734375}, {"start": 2691.28, "end": 2691.78, "word": " condition", "probability": 0.98828125}, {"start": 2691.78, "end": 2692.2, "word": " هذا", "probability": 0.73291015625}, {"start": 2692.2, "end": 2692.98, "word": " و", "probability": 0.66845703125}, {"start": 2692.98, "end": 2693.44, "word": " بين", "probability": 0.9814453125}, {"start": 2693.44, "end": 2694.14, "word": " جملة", "probability": 0.87548828125}, {"start": 2694.14, "end": 2694.42, "word": " then", "probability": 0.74365234375}, {"start": 2694.42, "end": 2695.0, "word": " اللي", "probability": 0.989013671875}, {"start": 2695.0, "end": 2695.12, "word": " هو", "probability": 0.98095703125}, {"start": 2695.12, "end": 2695.22, "word": " ال", "probability": 0.98095703125}, {"start": 2695.22, "end": 2695.58, "word": " action", "probability": 0.9716796875}, {"start": 2695.58, "end": 2696.16, "word": " طب", "probability": 0.885498046875}, {"start": 2696.16, "end": 2696.32, "word": " مين", "probability": 0.974365234375}, {"start": 2696.32, "end": 2696.5, "word": " جال", "probability": 0.91796875}, {"start": 2696.5, "end": 2696.6, "word": " ان", "probability": 0.6357421875}, {"start": 2696.6, "end": 2696.74, "word": " هم", "probability": 0.947509765625}, {"start": 2696.74, "end": 2697.32, "word": " مرتبطين", "probability": 0.99296875}, {"start": 2697.32, "end": 2697.6, "word": " مائة", "probability": 0.67529296875}, {"start": 2697.6, "end": 2697.72, "word": " في", "probability": 0.8935546875}, {"start": 2697.72, "end": 2698.24, "word": " المائة", "probability": 0.9654947916666666}, {"start": 2698.24, "end": 2698.58, "word": " زي", "probability": 0.929931640625}, {"start": 2698.58, "end": 2698.66, "word": " ما", "probability": 0.97021484375}, {"start": 2698.66, "end": 2698.8, "word": " انت", "probability": 0.8486328125}, {"start": 2698.8, "end": 2699.2, "word": " قلتلي", "probability": 0.884521484375}, {"start": 2699.2, "end": 2699.5, "word": " if", "probability": 0.89208984375}, {"start": 2699.5, "end": 2699.88, "word": " then", "probability": 0.8125}, {"start": 2699.88, "end": 2700.4, "word": " خلاص", "probability": 0.9703776041666666}, {"start": 2700.4, "end": 2701.28, "word": " إنتهى", "probability": 0.76361083984375}], "temperature": 1.0}, {"id": 120, "seek": 273077, "start": 2702.43, "end": 2730.77, "text": "لأ مش صحيح .. مش صحيح .. في هامش المفروض انه لل error .. في هامش error هنا و هامش error معناته لأ أنا مقدرش اقول انه مائة في المائة .. انتهى .. فده فيه هامش error معناته مش مائة في المائة ال diagram اللي احنا رسمناه و كده في الأول محكمة ال domain experts و ال knowledge engineers تمام تبين ضمن هذه الحلقة؟ طبعا .. لإن احنا قلنا ان مين اللي بتعامل مع ال expert من ال domain ال expert ك technical هو ال engineer", "tokens": [1211, 10721, 37893, 20328, 5016, 1829, 5016, 4386, 37893, 20328, 5016, 1829, 5016, 4386, 8978, 8032, 10943, 8592, 9673, 5172, 32887, 11242, 16472, 3224, 24976, 6713, 4386, 8978, 8032, 10943, 8592, 6713, 34105, 4032, 8032, 10943, 8592, 6713, 20449, 8315, 47395, 5296, 10721, 41850, 3714, 28543, 2288, 8592, 1975, 39648, 16472, 3224, 3714, 16373, 3660, 8978, 9673, 16373, 3660, 4386, 16472, 47395, 7578, 4386, 6156, 3215, 3224, 8978, 3224, 8032, 10943, 8592, 6713, 20449, 8315, 47395, 37893, 3714, 16373, 3660, 8978, 9673, 16373, 3660, 2423, 10686, 13672, 1829, 1975, 5016, 8315, 12602, 38251, 8315, 3224, 4032, 9122, 3215, 3224, 8978, 16247, 12610, 3714, 5016, 24793, 3660, 2423, 9274, 8572, 4032, 2423, 3601, 11955, 46811, 10943, 6055, 3555, 9957, 48812, 27842, 29538, 21542, 1211, 28671, 22807, 23032, 3555, 3615, 995, 4386, 5296, 28814, 1863, 1975, 5016, 8315, 12174, 1211, 8315, 16472, 3714, 9957, 13672, 1829, 39894, 3615, 10943, 1211, 20449, 2423, 5844, 9154, 2423, 9274, 2423, 5844, 9122, 6191, 31439, 2423, 11403], "avg_logprob": -0.25231481812618395, "compression_ratio": 2.072607260726073, "no_speech_prob": 0.0, "words": [{"start": 2702.43, "end": 2702.71, "word": "لأ", "probability": 0.981201171875}, {"start": 2702.71, "end": 2703.07, "word": " مش", "probability": 0.61767578125}, {"start": 2703.07, "end": 2703.89, "word": " صحيح", "probability": 0.9970703125}, {"start": 2703.89, "end": 2703.95, "word": " ..", "probability": 0.6298828125}, {"start": 2703.95, "end": 2704.09, "word": " مش", "probability": 0.27099609375}, {"start": 2704.09, "end": 2704.41, "word": " صحيح", "probability": 0.9959716796875}, {"start": 2704.41, "end": 2704.75, "word": " ..", "probability": 0.278564453125}, {"start": 2704.75, "end": 2704.91, "word": " في", "probability": 0.74755859375}, {"start": 2704.91, "end": 2705.69, "word": " هامش", "probability": 0.7691243489583334}, {"start": 2705.69, "end": 2706.69, "word": " المفروض", "probability": 0.9342041015625}, {"start": 2706.69, "end": 2706.87, "word": " انه", "probability": 0.6829833984375}, {"start": 2706.87, "end": 2707.01, "word": " لل", "probability": 0.8193359375}, {"start": 2707.01, "end": 2707.31, "word": " error", "probability": 0.7841796875}, {"start": 2707.31, "end": 2707.71, "word": " ..", "probability": 0.48681640625}, {"start": 2707.71, "end": 2707.81, "word": " في", "probability": 0.76904296875}, {"start": 2707.81, "end": 2708.11, "word": " هامش", "probability": 0.9676106770833334}, {"start": 2708.11, "end": 2708.35, "word": " error", "probability": 0.97705078125}, {"start": 2708.35, "end": 2708.59, "word": " هنا", "probability": 0.99365234375}, {"start": 2708.59, "end": 2709.15, "word": " و", "probability": 0.5634765625}, {"start": 2709.15, "end": 2709.41, "word": " هامش", "probability": 0.9287109375}, {"start": 2709.41, "end": 2709.61, "word": " error", "probability": 0.9765625}, {"start": 2709.61, "end": 2710.03, "word": " معناته", "probability": 0.9796549479166666}, {"start": 2710.03, "end": 2710.27, "word": " لأ", "probability": 0.933837890625}, {"start": 2710.27, "end": 2710.47, "word": " أنا", "probability": 0.5126953125}, {"start": 2710.47, "end": 2710.97, "word": " مقدرش", "probability": 0.804443359375}, {"start": 2710.97, "end": 2711.13, "word": " اقول", "probability": 0.7156982421875}, {"start": 2711.13, "end": 2711.29, "word": " انه", "probability": 0.939208984375}, {"start": 2711.29, "end": 2711.43, "word": " مائة", "probability": 0.794921875}, {"start": 2711.43, "end": 2711.53, "word": " في", "probability": 0.6533203125}, {"start": 2711.53, "end": 2711.83, "word": " المائة", "probability": 0.87353515625}, {"start": 2711.83, "end": 2712.03, "word": " ..", "probability": 0.548828125}, {"start": 2712.03, "end": 2712.33, "word": " انتهى", "probability": 0.88916015625}, {"start": 2712.33, "end": 2712.55, "word": " ..", "probability": 0.55419921875}, {"start": 2712.55, "end": 2712.67, "word": " فده", "probability": 0.6061197916666666}, {"start": 2712.67, "end": 2712.85, "word": " فيه", "probability": 0.6109619140625}, {"start": 2712.85, "end": 2712.99, "word": " هامش", "probability": 0.986328125}, {"start": 2712.99, "end": 2713.19, "word": " error", "probability": 0.96630859375}, {"start": 2713.19, "end": 2713.69, "word": " معناته", "probability": 0.88037109375}, {"start": 2713.69, "end": 2713.83, "word": " مش", "probability": 0.9873046875}, {"start": 2713.83, "end": 2714.01, "word": " مائة", "probability": 0.9724934895833334}, {"start": 2714.01, "end": 2714.11, "word": " في", "probability": 0.97900390625}, {"start": 2714.11, "end": 2714.35, "word": " المائة", "probability": 0.9654947916666666}, {"start": 2714.35, "end": 2714.73, "word": " ال", "probability": 0.607421875}, {"start": 2714.73, "end": 2715.35, "word": " diagram", "probability": 0.89599609375}, {"start": 2715.35, "end": 2715.65, "word": " اللي", "probability": 0.9287109375}, {"start": 2715.65, "end": 2715.91, "word": " احنا", "probability": 0.9485677083333334}, {"start": 2715.91, "end": 2716.51, "word": " رسمناه", "probability": 0.9564208984375}, {"start": 2716.51, "end": 2716.59, "word": " و", "probability": 0.39453125}, {"start": 2716.59, "end": 2716.89, "word": " كده", "probability": 0.6885579427083334}, {"start": 2716.89, "end": 2717.07, "word": " في", "probability": 0.29638671875}, {"start": 2717.07, "end": 2717.37, "word": " الأول", "probability": 0.677978515625}, {"start": 2717.37, "end": 2718.23, "word": " محكمة", "probability": 0.426055908203125}, {"start": 2718.23, "end": 2718.33, "word": " ال", "probability": 0.56005859375}, {"start": 2718.33, "end": 2718.61, "word": " domain", "probability": 0.9951171875}, {"start": 2718.61, "end": 2719.11, "word": " experts", "probability": 0.92041015625}, {"start": 2719.11, "end": 2719.53, "word": " و", "probability": 0.90625}, {"start": 2719.53, "end": 2719.69, "word": " ال", "probability": 0.77734375}, {"start": 2719.69, "end": 2720.05, "word": " knowledge", "probability": 0.92724609375}, {"start": 2720.05, "end": 2720.57, "word": " engineers", "probability": 0.9306640625}, {"start": 2720.57, "end": 2720.95, "word": " تمام", "probability": 0.808349609375}, {"start": 2720.95, "end": 2721.41, "word": " تبين", "probability": 0.4806315104166667}, {"start": 2721.41, "end": 2721.81, "word": " ضمن", "probability": 0.7529296875}, {"start": 2721.81, "end": 2722.11, "word": " هذه", "probability": 0.33203125}, {"start": 2722.11, "end": 2722.59, "word": " الحلقة؟", "probability": 0.9039306640625}, {"start": 2722.59, "end": 2723.05, "word": " طبعا", "probability": 0.84844970703125}, {"start": 2723.05, "end": 2723.29, "word": " ..", "probability": 0.35693359375}, {"start": 2723.29, "end": 2723.51, "word": " لإن", "probability": 0.7987467447916666}, {"start": 2723.51, "end": 2723.71, "word": " احنا", "probability": 0.916015625}, {"start": 2723.71, "end": 2724.03, "word": " قلنا", "probability": 0.8328450520833334}, {"start": 2724.03, "end": 2724.25, "word": " ان", "probability": 0.625}, {"start": 2724.25, "end": 2724.51, "word": " مين", "probability": 0.695068359375}, {"start": 2724.51, "end": 2724.65, "word": " اللي", "probability": 0.94921875}, {"start": 2724.65, "end": 2725.03, "word": " بتعامل", "probability": 0.9232177734375}, {"start": 2725.03, "end": 2725.21, "word": " مع", "probability": 0.98876953125}, {"start": 2725.21, "end": 2725.35, "word": " ال", "probability": 0.96826171875}, {"start": 2725.35, "end": 2725.83, "word": " expert", "probability": 0.966796875}, {"start": 2725.83, "end": 2726.51, "word": " من", "probability": 0.966796875}, {"start": 2726.51, "end": 2726.65, "word": " ال", "probability": 0.96826171875}, {"start": 2726.65, "end": 2726.83, "word": " domain", "probability": 0.99365234375}, {"start": 2726.83, "end": 2726.99, "word": " ال", "probability": 0.890625}, {"start": 2726.99, "end": 2727.43, "word": " expert", "probability": 0.95947265625}, {"start": 2727.43, "end": 2728.09, "word": " ك", "probability": 0.98583984375}, {"start": 2728.09, "end": 2729.03, "word": " technical", "probability": 0.43603515625}, {"start": 2729.03, "end": 2729.91, "word": " هو", "probability": 0.95849609375}, {"start": 2729.91, "end": 2730.17, "word": " ال", "probability": 0.96337890625}, {"start": 2730.17, "end": 2730.77, "word": " engineer", "probability": 0.72998046875}], "temperature": 1.0}, {"id": 121, "seek": 275039, "start": 2731.71, "end": 2750.39, "text": "ال knowledge engineer لأ ما هو ال experience هي نفسها domain expert ال domain expert مش اي واحد بحطه domain expert لأ domain expert لحظة هالوقت أنا لما بتكلم عن domain بده يعمللي الكورونا", "tokens": [6027, 3601, 11403, 5296, 10721, 19446, 31439, 2423, 1752, 39896, 8717, 36178, 11296, 9274, 5844, 2423, 9274, 5844, 37893, 1975, 1829, 36764, 24401, 4724, 5016, 9566, 3224, 9274, 5844, 5296, 10721, 9274, 5844, 5296, 5016, 19913, 3660, 8032, 6027, 30543, 2655, 41850, 5296, 15042, 39894, 4117, 19528, 18871, 9274, 47525, 3224, 7251, 25957, 1211, 20292, 33251, 13063, 2407, 8315], "avg_logprob": -0.20260416343808174, "compression_ratio": 1.5662650602409638, "no_speech_prob": 7.331371307373047e-06, "words": [{"start": 2731.71, "end": 2731.89, "word": "ال", "probability": 0.7666015625}, {"start": 2731.89, "end": 2732.07, "word": " knowledge", "probability": 0.60498046875}, {"start": 2732.07, "end": 2732.57, "word": " engineer", "probability": 0.93896484375}, {"start": 2732.57, "end": 2739.69, "word": " لأ", "probability": 0.533111572265625}, {"start": 2739.69, "end": 2739.83, "word": " ما", "probability": 0.8544921875}, {"start": 2739.83, "end": 2739.99, "word": " هو", "probability": 0.94677734375}, {"start": 2739.99, "end": 2740.09, "word": " ال", "probability": 0.9443359375}, {"start": 2740.09, "end": 2740.47, "word": " experience", "probability": 0.95263671875}, {"start": 2740.47, "end": 2740.69, "word": " هي", "probability": 0.82568359375}, {"start": 2740.69, "end": 2740.99, "word": " نفسها", "probability": 0.9747721354166666}, {"start": 2740.99, "end": 2741.23, "word": " domain", "probability": 0.80078125}, {"start": 2741.23, "end": 2742.17, "word": " expert", "probability": 0.923828125}, {"start": 2742.17, "end": 2742.95, "word": " ال", "probability": 0.646484375}, {"start": 2742.95, "end": 2743.15, "word": " domain", "probability": 0.99658203125}, {"start": 2743.15, "end": 2743.51, "word": " expert", "probability": 0.95751953125}, {"start": 2743.51, "end": 2743.75, "word": " مش", "probability": 0.97705078125}, {"start": 2743.75, "end": 2743.97, "word": " اي", "probability": 0.70361328125}, {"start": 2743.97, "end": 2744.27, "word": " واحد", "probability": 0.9931640625}, {"start": 2744.27, "end": 2744.67, "word": " بحطه", "probability": 0.966796875}, {"start": 2744.67, "end": 2744.91, "word": " domain", "probability": 0.490478515625}, {"start": 2744.91, "end": 2745.39, "word": " expert", "probability": 0.95361328125}, {"start": 2745.39, "end": 2746.57, "word": " لأ", "probability": 0.970703125}, {"start": 2746.57, "end": 2746.83, "word": " domain", "probability": 0.9541015625}, {"start": 2746.83, "end": 2747.23, "word": " expert", "probability": 0.955078125}, {"start": 2747.23, "end": 2747.69, "word": " لحظة", "probability": 0.9580078125}, {"start": 2747.69, "end": 2748.19, "word": " هالوقت", "probability": 0.66845703125}, {"start": 2748.19, "end": 2748.33, "word": " أنا", "probability": 0.49072265625}, {"start": 2748.33, "end": 2748.45, "word": " لما", "probability": 0.946044921875}, {"start": 2748.45, "end": 2748.87, "word": " بتكلم", "probability": 0.8585611979166666}, {"start": 2748.87, "end": 2749.05, "word": " عن", "probability": 0.9921875}, {"start": 2749.05, "end": 2749.29, "word": " domain", "probability": 0.98388671875}, {"start": 2749.29, "end": 2749.63, "word": " بده", "probability": 0.891357421875}, {"start": 2749.63, "end": 2749.97, "word": " يعمللي", "probability": 0.79705810546875}, {"start": 2749.97, "end": 2750.39, "word": " الكورونا", "probability": 0.84722900390625}], "temperature": 1.0}, {"id": 122, "seek": 277651, "start": 2751.53, "end": 2776.51, "text": "المؤاخذة مش هروح أنا ك expert أنا إيش فهمني في الكورونا، تمام؟ لكن بده يروح لمين؟ للطبيب و عنده خبرة كبيرة في الأمراض التنفسية، مش هيك؟ هذا طبيعي، هو ده ال expert تبع، هو ده ال domain expert أما مش أي واحد domain expert إطلاقا، عشان لما بقوله إيش رأيك في ال rule هذه، جدش أنت بترجحلنا صحتها، صحتها من نواحي كتيرة، من ناحية", "tokens": [45340, 33604, 47283, 8848, 3660, 37893, 8032, 32887, 5016, 41850, 9122, 5844, 41850, 11933, 1829, 8592, 6156, 16095, 22653, 8978, 33251, 13063, 2407, 8315, 12399, 46811, 10943, 22807, 44381, 47525, 3224, 7251, 32887, 5016, 32767, 9957, 22807, 24976, 9566, 21292, 3555, 4032, 43242, 3224, 16490, 3555, 25720, 9122, 3555, 48923, 8978, 16247, 29973, 46958, 16712, 1863, 36178, 10632, 12399, 37893, 39896, 4117, 22807, 23758, 23032, 21292, 3615, 1829, 12399, 31439, 11778, 3224, 2423, 5844, 6055, 3555, 3615, 12399, 31439, 11778, 3224, 2423, 9274, 5844, 5551, 15042, 37893, 36632, 36764, 24401, 9274, 5844, 11933, 9566, 15040, 4587, 995, 12399, 6225, 8592, 7649, 5296, 15042, 4724, 39648, 3224, 11933, 1829, 8592, 12602, 10721, 1829, 4117, 8978, 2423, 4978, 29538, 12399, 10874, 3215, 8592, 14739, 2655, 39894, 47341, 5016, 1211, 8315, 20328, 33753, 11296, 12399, 20328, 33753, 11296, 9154, 8717, 14407, 5016, 1829, 9122, 2655, 48923, 12399, 9154, 8717, 39319, 10632], "avg_logprob": -0.18760487097221734, "compression_ratio": 1.8655172413793104, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 2751.53, "end": 2751.99, "word": "المؤاخذة", "probability": 0.71368408203125}, {"start": 2751.99, "end": 2752.09, "word": " مش", "probability": 0.96826171875}, {"start": 2752.09, "end": 2752.35, "word": " هروح", "probability": 0.9534505208333334}, {"start": 2752.35, "end": 2752.55, "word": " أنا", "probability": 0.84375}, {"start": 2752.55, "end": 2753.39, "word": " ك", "probability": 0.80029296875}, {"start": 2753.39, "end": 2753.81, "word": " expert", "probability": 0.67529296875}, {"start": 2753.81, "end": 2755.09, "word": " أنا", "probability": 0.327392578125}, {"start": 2755.09, "end": 2755.27, "word": " إيش", "probability": 0.8994140625}, {"start": 2755.27, "end": 2755.63, "word": " فهمني", "probability": 0.8837890625}, {"start": 2755.63, "end": 2755.73, "word": " في", "probability": 0.9619140625}, {"start": 2755.73, "end": 2756.63, "word": " الكورونا،", "probability": 0.6984130859375}, {"start": 2756.63, "end": 2757.15, "word": " تمام؟", "probability": 0.9480794270833334}, {"start": 2757.15, "end": 2757.49, "word": " لكن", "probability": 0.93994140625}, {"start": 2757.49, "end": 2757.73, "word": " بده", "probability": 0.45330810546875}, {"start": 2757.73, "end": 2757.85, "word": " يروح", "probability": 0.9567057291666666}, {"start": 2757.85, "end": 2758.61, "word": " لمين؟", "probability": 0.8701171875}, {"start": 2758.61, "end": 2759.51, "word": " للطبيب", "probability": 0.8790283203125}, {"start": 2759.51, "end": 2759.89, "word": " و", "probability": 0.921875}, {"start": 2759.89, "end": 2760.15, "word": " عنده", "probability": 0.713623046875}, {"start": 2760.15, "end": 2760.43, "word": " خبرة", "probability": 0.9658203125}, {"start": 2760.43, "end": 2760.89, "word": " كبيرة", "probability": 0.98974609375}, {"start": 2760.89, "end": 2761.25, "word": " في", "probability": 0.98193359375}, {"start": 2761.25, "end": 2761.53, "word": " الأمراض", "probability": 0.9879557291666666}, {"start": 2761.53, "end": 2762.95, "word": " التنفسية،", "probability": 0.92060546875}, {"start": 2762.95, "end": 2763.09, "word": " مش", "probability": 0.98193359375}, {"start": 2763.09, "end": 2763.81, "word": " هيك؟", "probability": 0.6600748697916666}, {"start": 2763.81, "end": 2764.03, "word": " هذا", "probability": 0.85400390625}, {"start": 2764.03, "end": 2764.41, "word": " طبيعي،", "probability": 0.874462890625}, {"start": 2764.41, "end": 2764.57, "word": " هو", "probability": 0.98974609375}, {"start": 2764.57, "end": 2764.75, "word": " ده", "probability": 0.690185546875}, {"start": 2764.75, "end": 2764.85, "word": " ال", "probability": 0.96533203125}, {"start": 2764.85, "end": 2765.17, "word": " expert", "probability": 0.75927734375}, {"start": 2765.17, "end": 2765.49, "word": " تبع،", "probability": 0.75799560546875}, {"start": 2765.49, "end": 2765.61, "word": " هو", "probability": 0.98828125}, {"start": 2765.61, "end": 2765.83, "word": " ده", "probability": 0.98388671875}, {"start": 2765.83, "end": 2765.85, "word": " ال", "probability": 0.88720703125}, {"start": 2765.85, "end": 2765.99, "word": " domain", "probability": 0.99169921875}, {"start": 2765.99, "end": 2766.41, "word": " expert", "probability": 0.9453125}, {"start": 2766.41, "end": 2766.83, "word": " أما", "probability": 0.766845703125}, {"start": 2766.83, "end": 2766.99, "word": " مش", "probability": 0.9736328125}, {"start": 2766.99, "end": 2767.13, "word": " أي", "probability": 0.7529296875}, {"start": 2767.13, "end": 2767.31, "word": " واحد", "probability": 0.987060546875}, {"start": 2767.31, "end": 2767.53, "word": " domain", "probability": 0.97705078125}, {"start": 2767.53, "end": 2767.95, "word": " expert", "probability": 0.96337890625}, {"start": 2767.95, "end": 2769.15, "word": " إطلاقا،", "probability": 0.7573649088541666}, {"start": 2769.15, "end": 2769.33, "word": " عشان", "probability": 0.9866536458333334}, {"start": 2769.33, "end": 2769.49, "word": " لما", "probability": 0.93603515625}, {"start": 2769.49, "end": 2769.87, "word": " بقوله", "probability": 0.8509114583333334}, {"start": 2769.87, "end": 2770.09, "word": " إيش", "probability": 0.8932291666666666}, {"start": 2770.09, "end": 2770.45, "word": " رأيك", "probability": 0.99267578125}, {"start": 2770.45, "end": 2770.63, "word": " في", "probability": 0.99169921875}, {"start": 2770.63, "end": 2771.13, "word": " ال", "probability": 0.986328125}, {"start": 2771.13, "end": 2771.33, "word": " rule", "probability": 0.90966796875}, {"start": 2771.33, "end": 2771.69, "word": " هذه،", "probability": 0.5277099609375}, {"start": 2771.69, "end": 2771.89, "word": " جدش", "probability": 0.7810872395833334}, {"start": 2771.89, "end": 2772.07, "word": " أنت", "probability": 0.7509765625}, {"start": 2772.07, "end": 2772.79, "word": " بترجحلنا", "probability": 0.91220703125}, {"start": 2772.79, "end": 2774.13, "word": " صحتها،", "probability": 0.8782958984375}, {"start": 2774.13, "end": 2774.59, "word": " صحتها", "probability": 0.99462890625}, {"start": 2774.59, "end": 2774.79, "word": " من", "probability": 0.9931640625}, {"start": 2774.79, "end": 2775.19, "word": " نواحي", "probability": 0.98095703125}, {"start": 2775.19, "end": 2775.95, "word": " كتيرة،", "probability": 0.935302734375}, {"start": 2775.95, "end": 2776.09, "word": " من", "probability": 0.99365234375}, {"start": 2776.09, "end": 2776.51, "word": " ناحية", "probability": 0.98974609375}], "temperature": 1.0}, {"id": 123, "seek": 280649, "start": 2777.35, "end": 2806.49, "text": "إنه جدش هم مرتبطين في بعض ال fact مع ال conclusion طيب و جدش إيمانه إنه ال rule كلها على بعض صحيحة أصلا فهو بدي جاوبني فرق شاسع كمان لما بتكلم عن ال reasoning معناته أنا بدي أروح لجزئية probability الجزئية ال probability هناخدهم عموما تنتين هندرج عليهم أني أروح لتنتين لما بقول في عندي reasoning ومنطقية في الشغل معناته أنا بدي أحسب", "tokens": [28814, 1863, 3224, 10874, 3215, 8592, 8032, 2304, 3714, 43500, 3555, 9566, 9957, 8978, 45030, 11242, 2423, 1186, 20449, 2423, 10063, 23032, 1829, 3555, 4032, 10874, 3215, 8592, 11933, 32640, 7649, 3224, 36145, 3224, 2423, 4978, 28242, 11296, 15844, 45030, 11242, 20328, 5016, 1829, 5016, 3660, 5551, 9381, 15040, 6156, 3224, 2407, 4724, 16254, 10874, 995, 37746, 22653, 6156, 2288, 4587, 13412, 32277, 3615, 9122, 2304, 7649, 5296, 15042, 39894, 4117, 19528, 18871, 2423, 21577, 20449, 8315, 47395, 41850, 4724, 16254, 5551, 32887, 5016, 5296, 7435, 11622, 19986, 10632, 8482, 25724, 11622, 19986, 10632, 2423, 8482, 8032, 1863, 47283, 3215, 16095, 6225, 2304, 2407, 15042, 6055, 29399, 9957, 8032, 41260, 47341, 25894, 16095, 14739, 1829, 5551, 32887, 5016, 5296, 2655, 29399, 9957, 5296, 15042, 4724, 39648, 8978, 18871, 16254, 21577, 4032, 27842, 9566, 4587, 10632, 8978, 25124, 17082, 1211, 20449, 8315, 47395, 41850, 4724, 16254, 5551, 5016, 35457], "avg_logprob": -0.19075084132636153, "compression_ratio": 1.8758620689655172, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 2777.35, "end": 2777.93, "word": "إنه", "probability": 0.787841796875}, {"start": 2777.93, "end": 2778.37, "word": " جدش", "probability": 0.6953938802083334}, {"start": 2778.37, "end": 2778.49, "word": " هم", "probability": 0.923828125}, {"start": 2778.49, "end": 2779.05, "word": " مرتبطين", "probability": 0.99248046875}, {"start": 2779.05, "end": 2779.19, "word": " في", "probability": 0.89794921875}, {"start": 2779.19, "end": 2779.45, "word": " بعض", "probability": 0.99169921875}, {"start": 2779.45, "end": 2779.61, "word": " ال", "probability": 0.91943359375}, {"start": 2779.61, "end": 2779.87, "word": " fact", "probability": 0.8994140625}, {"start": 2779.87, "end": 2780.05, "word": " مع", "probability": 0.98291015625}, {"start": 2780.05, "end": 2780.17, "word": " ال", "probability": 0.970703125}, {"start": 2780.17, "end": 2780.65, "word": " conclusion", "probability": 0.947265625}, {"start": 2780.65, "end": 2781.47, "word": " طيب", "probability": 0.8015950520833334}, {"start": 2781.47, "end": 2781.65, "word": " و", "probability": 0.595703125}, {"start": 2781.65, "end": 2781.97, "word": " جدش", "probability": 0.9542643229166666}, {"start": 2781.97, "end": 2782.51, "word": " إيمانه", "probability": 0.9256591796875}, {"start": 2782.51, "end": 2782.83, "word": " إنه", "probability": 0.58740234375}, {"start": 2782.83, "end": 2783.21, "word": " ال", "probability": 0.951171875}, {"start": 2783.21, "end": 2783.97, "word": " rule", "probability": 0.54638671875}, {"start": 2783.97, "end": 2784.27, "word": " كلها", "probability": 0.975830078125}, {"start": 2784.27, "end": 2784.43, "word": " على", "probability": 0.90576171875}, {"start": 2784.43, "end": 2784.59, "word": " بعض", "probability": 0.987548828125}, {"start": 2784.59, "end": 2785.05, "word": " صحيحة", "probability": 0.97138671875}, {"start": 2785.05, "end": 2785.95, "word": " أصلا", "probability": 0.94580078125}, {"start": 2785.95, "end": 2787.97, "word": " فهو", "probability": 0.9267578125}, {"start": 2787.97, "end": 2788.15, "word": " بدي", "probability": 0.58935546875}, {"start": 2788.15, "end": 2788.61, "word": " جاوبني", "probability": 0.9420166015625}, {"start": 2788.61, "end": 2789.61, "word": " فرق", "probability": 0.58740234375}, {"start": 2789.61, "end": 2793.41, "word": " شاسع", "probability": 0.97607421875}, {"start": 2793.41, "end": 2793.75, "word": " كمان", "probability": 0.908203125}, {"start": 2793.75, "end": 2794.25, "word": " لما", "probability": 0.91162109375}, {"start": 2794.25, "end": 2794.53, "word": " بتكلم", "probability": 0.8614908854166666}, {"start": 2794.53, "end": 2794.67, "word": " عن", "probability": 0.98828125}, {"start": 2794.67, "end": 2794.73, "word": " ال", "probability": 0.97705078125}, {"start": 2794.73, "end": 2794.99, "word": " reasoning", "probability": 0.94189453125}, {"start": 2794.99, "end": 2795.31, "word": " معناته", "probability": 0.710205078125}, {"start": 2795.31, "end": 2795.41, "word": " أنا", "probability": 0.4853515625}, {"start": 2795.41, "end": 2795.57, "word": " بدي", "probability": 0.684326171875}, {"start": 2795.57, "end": 2795.73, "word": " أروح", "probability": 0.9052734375}, {"start": 2795.73, "end": 2796.23, "word": " لجزئية", "probability": 0.8080078125}, {"start": 2796.23, "end": 2796.77, "word": " probability", "probability": 0.70361328125}, {"start": 2796.77, "end": 2797.71, "word": " الجزئية", "probability": 0.867919921875}, {"start": 2797.71, "end": 2797.83, "word": " ال", "probability": 0.650390625}, {"start": 2797.83, "end": 2798.21, "word": " probability", "probability": 0.97412109375}, {"start": 2798.21, "end": 2798.75, "word": " هناخدهم", "probability": 0.87880859375}, {"start": 2798.75, "end": 2798.99, "word": " عموما", "probability": 0.929931640625}, {"start": 2798.99, "end": 2799.51, "word": " تنتين", "probability": 0.7828776041666666}, {"start": 2799.51, "end": 2800.53, "word": " هندرج", "probability": 0.7783203125}, {"start": 2800.53, "end": 2800.71, "word": " عليهم", "probability": 0.44866943359375}, {"start": 2800.71, "end": 2800.95, "word": " أني", "probability": 0.3636474609375}, {"start": 2800.95, "end": 2801.11, "word": " أروح", "probability": 0.9270833333333334}, {"start": 2801.11, "end": 2801.53, "word": " لتنتين", "probability": 0.851318359375}, {"start": 2801.53, "end": 2802.03, "word": " لما", "probability": 0.919677734375}, {"start": 2802.03, "end": 2802.33, "word": " بقول", "probability": 0.95556640625}, {"start": 2802.33, "end": 2802.87, "word": " في", "probability": 0.884765625}, {"start": 2802.87, "end": 2803.11, "word": " عندي", "probability": 0.908935546875}, {"start": 2803.11, "end": 2803.63, "word": " reasoning", "probability": 0.904296875}, {"start": 2803.63, "end": 2804.35, "word": " ومنطقية", "probability": 0.88447265625}, {"start": 2804.35, "end": 2804.47, "word": " في", "probability": 0.97607421875}, {"start": 2804.47, "end": 2805.59, "word": " الشغل", "probability": 0.9176432291666666}, {"start": 2805.59, "end": 2805.87, "word": " معناته", "probability": 0.9513346354166666}, {"start": 2805.87, "end": 2806.01, "word": " أنا", "probability": 0.728515625}, {"start": 2806.01, "end": 2806.21, "word": " بدي", "probability": 0.91796875}, {"start": 2806.21, "end": 2806.49, "word": " أحسب", "probability": 0.9708658854166666}], "temperature": 1.0}, {"id": 124, "seek": 282958, "start": 2807.42, "end": 2829.58, "text": "بدك تحسب okay فليكن احسب هاي علم له probability وهي ال condition له probability و اتعامل معاها و اتوقع ان نلحجها اليوم نتكلم عنها ان شاء الله تمام اما اذا كان experience معناته لأ بدي اشوف ال domain expert و اخد منه نسب مباشرة مش هقعد احسبها انا مش هقعد احنا نحسبها تمام", "tokens": [3555, 3215, 4117, 6055, 5016, 35457, 1392, 6156, 20292, 19452, 1975, 5016, 35457, 8032, 47302, 11203, 2304, 46740, 8482, 37037, 1829, 2423, 4188, 46740, 8482, 4032, 1975, 2655, 3615, 10943, 1211, 20449, 995, 11296, 4032, 1975, 2655, 30543, 3615, 16472, 8717, 1211, 5016, 7435, 11296, 45595, 20498, 8717, 2655, 4117, 19528, 18871, 11296, 16472, 13412, 16606, 21984, 46811, 10943, 1975, 15042, 1975, 15730, 25961, 1752, 20449, 8315, 47395, 5296, 10721, 4724, 16254, 1975, 8592, 38688, 2423, 9274, 5844, 4032, 1975, 9778, 3215, 9154, 3224, 8717, 35457, 3714, 3555, 33599, 25720, 37893, 8032, 4587, 22488, 1975, 5016, 35457, 11296, 1975, 8315, 37893, 8032, 4587, 22488, 1975, 5016, 8315, 8717, 5016, 35457, 11296, 46811, 10943], "avg_logprob": -0.18352522478814712, "compression_ratio": 1.7958333333333334, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2807.42, "end": 2807.74, "word": "بدك", "probability": 0.5564778645833334}, {"start": 2807.74, "end": 2808.0, "word": " تحسب", "probability": 0.9833984375}, {"start": 2808.0, "end": 2808.26, "word": " okay", "probability": 0.1712646484375}, {"start": 2808.26, "end": 2808.74, "word": " فليكن", "probability": 0.8759765625}, {"start": 2808.74, "end": 2809.16, "word": " احسب", "probability": 0.9073893229166666}, {"start": 2809.16, "end": 2809.6, "word": " هاي", "probability": 0.5975341796875}, {"start": 2809.6, "end": 2809.86, "word": " علم", "probability": 0.90185546875}, {"start": 2809.86, "end": 2809.98, "word": " له", "probability": 0.6015625}, {"start": 2809.98, "end": 2810.5, "word": " probability", "probability": 0.875}, {"start": 2810.5, "end": 2810.94, "word": " وهي", "probability": 0.746826171875}, {"start": 2810.94, "end": 2811.0, "word": " ال", "probability": 0.7578125}, {"start": 2811.0, "end": 2811.28, "word": " condition", "probability": 0.6494140625}, {"start": 2811.28, "end": 2811.46, "word": " له", "probability": 0.92724609375}, {"start": 2811.46, "end": 2811.96, "word": " probability", "probability": 0.92431640625}, {"start": 2811.96, "end": 2812.7, "word": " و", "probability": 0.7841796875}, {"start": 2812.7, "end": 2813.62, "word": " اتعامل", "probability": 0.9029296875}, {"start": 2813.62, "end": 2814.06, "word": " معاها", "probability": 0.86767578125}, {"start": 2814.06, "end": 2815.04, "word": " و", "probability": 0.6806640625}, {"start": 2815.04, "end": 2815.54, "word": " اتوقع", "probability": 0.9139404296875}, {"start": 2815.54, "end": 2815.62, "word": " ان", "probability": 0.58837890625}, {"start": 2815.62, "end": 2815.98, "word": " نلحجها", "probability": 0.806005859375}, {"start": 2815.98, "end": 2816.2, "word": " اليوم", "probability": 0.980712890625}, {"start": 2816.2, "end": 2816.6, "word": " نتكلم", "probability": 0.84246826171875}, {"start": 2816.6, "end": 2816.88, "word": " عنها", "probability": 0.981689453125}, {"start": 2816.88, "end": 2817.0, "word": " ان", "probability": 0.82958984375}, {"start": 2817.0, "end": 2817.14, "word": " شاء", "probability": 0.98828125}, {"start": 2817.14, "end": 2817.3, "word": " الله", "probability": 0.93994140625}, {"start": 2817.3, "end": 2817.92, "word": " تمام", "probability": 0.738525390625}, {"start": 2817.92, "end": 2818.32, "word": " اما", "probability": 0.634033203125}, {"start": 2818.32, "end": 2818.52, "word": " اذا", "probability": 0.885986328125}, {"start": 2818.52, "end": 2818.72, "word": " كان", "probability": 0.99560546875}, {"start": 2818.72, "end": 2819.44, "word": " experience", "probability": 0.94677734375}, {"start": 2819.44, "end": 2819.84, "word": " معناته", "probability": 0.9729817708333334}, {"start": 2819.84, "end": 2819.98, "word": " لأ", "probability": 0.94384765625}, {"start": 2819.98, "end": 2820.14, "word": " بدي", "probability": 0.73095703125}, {"start": 2820.14, "end": 2820.44, "word": " اشوف", "probability": 0.943359375}, {"start": 2820.44, "end": 2820.62, "word": " ال", "probability": 0.97265625}, {"start": 2820.62, "end": 2821.18, "word": " domain", "probability": 0.92431640625}, {"start": 2821.18, "end": 2821.82, "word": " expert", "probability": 0.935546875}, {"start": 2821.82, "end": 2822.46, "word": " و", "probability": 0.92333984375}, {"start": 2822.46, "end": 2822.86, "word": " اخد", "probability": 0.7635091145833334}, {"start": 2822.86, "end": 2823.54, "word": " منه", "probability": 0.9951171875}, {"start": 2823.54, "end": 2825.32, "word": " نسب", "probability": 0.84375}, {"start": 2825.32, "end": 2825.92, "word": " مباشرة", "probability": 0.9896240234375}, {"start": 2825.92, "end": 2826.38, "word": " مش", "probability": 0.77197265625}, {"start": 2826.38, "end": 2826.6, "word": " هقعد", "probability": 0.756103515625}, {"start": 2826.6, "end": 2827.0, "word": " احسبها", "probability": 0.9417724609375}, {"start": 2827.0, "end": 2827.74, "word": " انا", "probability": 0.949462890625}, {"start": 2827.74, "end": 2827.98, "word": " مش", "probability": 0.8671875}, {"start": 2827.98, "end": 2828.16, "word": " هقعد", "probability": 0.8714192708333334}, {"start": 2828.16, "end": 2828.38, "word": " احنا", "probability": 0.9674479166666666}, {"start": 2828.38, "end": 2828.88, "word": " نحسبها", "probability": 0.9854736328125}, {"start": 2828.88, "end": 2829.58, "word": " تمام", "probability": 0.958984375}], "temperature": 1.0}, {"id": 125, "seek": 285527, "start": 2832.83, "end": 2855.27, "text": "imprecise language الحقيقة لغتنا فعلا بتتعامل مع ال .. مع الوضع اللي احنا بنتكلم عنه ال uncertainty هذه كيف؟ لأنه احنا عادة اللغة بتاعتنا هي ambiguous غامضة بشكل او باخر و imprecise غير دقيقة ليش؟ لما بقول والله درجة الحرارة عالية اليوم عالية يعني جدش عالية", "tokens": [332, 3712, 66, 908, 2856, 21542, 38436, 28671, 5296, 17082, 2655, 8315, 6156, 3615, 15040, 39894, 2655, 3615, 10943, 1211, 20449, 2423, 4386, 20449, 2423, 2407, 11242, 3615, 13672, 1829, 1975, 5016, 8315, 44945, 2655, 4117, 19528, 18871, 3224, 2423, 15697, 29538, 9122, 33911, 22807, 5296, 33456, 3224, 1975, 5016, 8315, 6225, 18513, 3660, 13672, 17082, 3660, 39894, 995, 34268, 8315, 39896, 39465, 32771, 10943, 11242, 3660, 4724, 8592, 28820, 1975, 2407, 4724, 47283, 2288, 4032, 704, 13867, 908, 32771, 13546, 11778, 38436, 28671, 32239, 8592, 22807, 5296, 15042, 4724, 39648, 16070, 43761, 11778, 47341, 3660, 21542, 2288, 9640, 3660, 6225, 6027, 10632, 45595, 20498, 6225, 6027, 10632, 37495, 22653, 10874, 3215, 8592, 6225, 6027, 10632], "avg_logprob": -0.115251070413834, "compression_ratio": 1.6975806451612903, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 2832.83, "end": 2833.71, "word": "imprecise", "probability": 0.768157958984375}, {"start": 2833.71, "end": 2834.59, "word": " language", "probability": 0.6552734375}, {"start": 2834.59, "end": 2835.65, "word": " الحقيقة", "probability": 0.9454752604166666}, {"start": 2835.65, "end": 2836.17, "word": " لغتنا", "probability": 0.9720458984375}, {"start": 2836.17, "end": 2836.67, "word": " فعلا", "probability": 0.9274088541666666}, {"start": 2836.67, "end": 2837.15, "word": " بتتعامل", "probability": 0.93583984375}, {"start": 2837.15, "end": 2837.27, "word": " مع", "probability": 0.9755859375}, {"start": 2837.27, "end": 2837.43, "word": " ال", "probability": 0.96533203125}, {"start": 2837.43, "end": 2837.43, "word": " ..", "probability": 0.392333984375}, {"start": 2837.43, "end": 2837.59, "word": " مع", "probability": 0.90869140625}, {"start": 2837.59, "end": 2837.83, "word": " الوضع", "probability": 0.9891357421875}, {"start": 2837.83, "end": 2837.93, "word": " اللي", "probability": 0.959228515625}, {"start": 2837.93, "end": 2838.07, "word": " احنا", "probability": 0.8192545572916666}, {"start": 2838.07, "end": 2838.45, "word": " بنتكلم", "probability": 0.897705078125}, {"start": 2838.45, "end": 2838.79, "word": " عنه", "probability": 0.9921875}, {"start": 2838.79, "end": 2839.01, "word": " ال", "probability": 0.88037109375}, {"start": 2839.01, "end": 2839.35, "word": " uncertainty", "probability": 0.92626953125}, {"start": 2839.35, "end": 2839.81, "word": " هذه", "probability": 0.59619140625}, {"start": 2839.81, "end": 2840.95, "word": " كيف؟", "probability": 0.8841145833333334}, {"start": 2840.95, "end": 2841.35, "word": " لأنه", "probability": 0.8186848958333334}, {"start": 2841.35, "end": 2841.55, "word": " احنا", "probability": 0.943359375}, {"start": 2841.55, "end": 2842.05, "word": " عادة", "probability": 0.9830729166666666}, {"start": 2842.05, "end": 2842.77, "word": " اللغة", "probability": 0.9796549479166666}, {"start": 2842.77, "end": 2843.29, "word": " بتاعتنا", "probability": 0.86492919921875}, {"start": 2843.29, "end": 2843.81, "word": " هي", "probability": 0.89404296875}, {"start": 2843.81, "end": 2844.57, "word": " ambiguous", "probability": 0.93603515625}, {"start": 2844.57, "end": 2845.65, "word": " غامضة", "probability": 0.940673828125}, {"start": 2845.65, "end": 2845.97, "word": " بشكل", "probability": 0.99462890625}, {"start": 2845.97, "end": 2846.11, "word": " او", "probability": 0.795166015625}, {"start": 2846.11, "end": 2846.65, "word": " باخر", "probability": 0.9459635416666666}, {"start": 2846.65, "end": 2847.09, "word": " و", "probability": 0.97802734375}, {"start": 2847.09, "end": 2848.31, "word": " imprecise", "probability": 0.9142252604166666}, {"start": 2848.31, "end": 2849.19, "word": " غير", "probability": 0.969970703125}, {"start": 2849.19, "end": 2850.11, "word": " دقيقة", "probability": 0.9938151041666666}, {"start": 2850.11, "end": 2850.61, "word": " ليش؟", "probability": 0.8250325520833334}, {"start": 2850.61, "end": 2850.75, "word": " لما", "probability": 0.968505859375}, {"start": 2850.75, "end": 2850.99, "word": " بقول", "probability": 0.87451171875}, {"start": 2850.99, "end": 2851.51, "word": " والله", "probability": 0.6102294921875}, {"start": 2851.51, "end": 2851.83, "word": " درجة", "probability": 0.9798177083333334}, {"start": 2851.83, "end": 2852.23, "word": " الحرارة", "probability": 0.993408203125}, {"start": 2852.23, "end": 2852.49, "word": " عالية", "probability": 0.9840494791666666}, {"start": 2852.49, "end": 2853.15, "word": " اليوم", "probability": 0.962646484375}, {"start": 2853.15, "end": 2854.35, "word": " عالية", "probability": 0.9539388020833334}, {"start": 2854.35, "end": 2854.55, "word": " يعني", "probability": 0.980224609375}, {"start": 2854.55, "end": 2854.91, "word": " جدش", "probability": 0.81982421875}, {"start": 2854.91, "end": 2855.27, "word": " عالية", "probability": 0.97314453125}], "temperature": 1.0}, {"id": 126, "seek": 287440, "start": 2856.16, "end": 2874.4, "text": "جدش عالية، انت بالنسبالك عالية، المتحدث هو اللي بالنسباله عالية، هو بيعرج بسرعة، أنا لأ، بالنسبالي عادية، كويسة، اشمالها، كويس، يقولي لأ والله الدنيا اليوم برد، ماحتختلف كلمة برد هذه، لما أقوله بالنسبة للأرض طوال .. طول الراجل اللي مارج من جدامنا طويل", "tokens": [7435, 3215, 8592, 6225, 6027, 10632, 12399, 16472, 2655, 20666, 1863, 35457, 6027, 4117, 6225, 6027, 10632, 12399, 9673, 2655, 24401, 12984, 31439, 13672, 1829, 20666, 1863, 35457, 6027, 3224, 6225, 6027, 10632, 12399, 31439, 4724, 40228, 47341, 4724, 3794, 2288, 27884, 12399, 41850, 5296, 10721, 12399, 20666, 1863, 35457, 6027, 1829, 6225, 18513, 10632, 12399, 9122, 45865, 3794, 3660, 12399, 1975, 8592, 2304, 6027, 11296, 12399, 9122, 45865, 3794, 12399, 7251, 39648, 1829, 5296, 10721, 16070, 43761, 32748, 22653, 995, 45595, 20498, 4724, 2288, 3215, 12399, 19446, 33753, 46456, 46538, 9122, 19528, 3660, 4724, 2288, 3215, 29538, 12399, 5296, 15042, 5551, 39648, 3224, 20666, 1863, 35457, 3660, 24976, 10721, 43042, 23032, 2407, 6027, 4386, 23032, 12610, 34892, 26108, 1211, 13672, 1829, 3714, 9640, 7435, 9154, 10874, 3215, 10943, 8315, 23032, 2407, 26895], "avg_logprob": -0.18213619436345882, "compression_ratio": 2.1401869158878504, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 2856.16, "end": 2856.58, "word": "جدش", "probability": 0.73974609375}, {"start": 2856.58, "end": 2857.34, "word": " عالية،", "probability": 0.78448486328125}, {"start": 2857.34, "end": 2857.54, "word": " انت", "probability": 0.7548828125}, {"start": 2857.54, "end": 2858.08, "word": " بالنسبالك", "probability": 0.9892578125}, {"start": 2858.08, "end": 2858.44, "word": " عالية،", "probability": 0.95556640625}, {"start": 2858.44, "end": 2859.28, "word": " المتحدث", "probability": 0.95166015625}, {"start": 2859.28, "end": 2860.06, "word": " هو", "probability": 0.978515625}, {"start": 2860.06, "end": 2860.28, "word": " اللي", "probability": 0.90185546875}, {"start": 2860.28, "end": 2860.86, "word": " بالنسباله", "probability": 0.975390625}, {"start": 2860.86, "end": 2861.42, "word": " عالية،", "probability": 0.9027099609375}, {"start": 2861.42, "end": 2861.72, "word": " هو", "probability": 0.56396484375}, {"start": 2861.72, "end": 2862.1, "word": " بيعرج", "probability": 0.642578125}, {"start": 2862.1, "end": 2862.58, "word": " بسرعة،", "probability": 0.87353515625}, {"start": 2862.58, "end": 2862.62, "word": " أنا", "probability": 0.6982421875}, {"start": 2862.62, "end": 2862.82, "word": " لأ،", "probability": 0.6474609375}, {"start": 2862.82, "end": 2863.18, "word": " بالنسبالي", "probability": 0.98955078125}, {"start": 2863.18, "end": 2863.54, "word": " عادية،", "probability": 0.896728515625}, {"start": 2863.54, "end": 2863.8, "word": " كويسة،", "probability": 0.85}, {"start": 2863.8, "end": 2864.78, "word": " اشمالها،", "probability": 0.8027750651041666}, {"start": 2864.78, "end": 2865.24, "word": " كويس،", "probability": 0.79156494140625}, {"start": 2865.24, "end": 2865.62, "word": " يقولي", "probability": 0.7466634114583334}, {"start": 2865.62, "end": 2865.72, "word": " لأ", "probability": 0.85107421875}, {"start": 2865.72, "end": 2865.86, "word": " والله", "probability": 0.718994140625}, {"start": 2865.86, "end": 2866.12, "word": " الدنيا", "probability": 0.97998046875}, {"start": 2866.12, "end": 2866.26, "word": " اليوم", "probability": 0.959228515625}, {"start": 2866.26, "end": 2867.16, "word": " برد،", "probability": 0.92333984375}, {"start": 2867.16, "end": 2867.66, "word": " ماحتختلف", "probability": 0.82623291015625}, {"start": 2867.66, "end": 2867.94, "word": " كلمة", "probability": 0.9912109375}, {"start": 2867.94, "end": 2868.2, "word": " برد", "probability": 0.978515625}, {"start": 2868.2, "end": 2869.16, "word": " هذه،", "probability": 0.5740966796875}, {"start": 2869.16, "end": 2869.3, "word": " لما", "probability": 0.868408203125}, {"start": 2869.3, "end": 2869.66, "word": " أقوله", "probability": 0.8499348958333334}, {"start": 2869.66, "end": 2871.1, "word": " بالنسبة", "probability": 0.8544921875}, {"start": 2871.1, "end": 2871.3, "word": " للأرض", "probability": 0.5902506510416666}, {"start": 2871.3, "end": 2871.52, "word": " طوال", "probability": 0.8619791666666666}, {"start": 2871.52, "end": 2871.62, "word": " ..", "probability": 0.33544921875}, {"start": 2871.62, "end": 2872.04, "word": " طول", "probability": 0.93896484375}, {"start": 2872.04, "end": 2873.16, "word": " الراجل", "probability": 0.92724609375}, {"start": 2873.16, "end": 2873.26, "word": " اللي", "probability": 0.968994140625}, {"start": 2873.26, "end": 2873.48, "word": " مارج", "probability": 0.896484375}, {"start": 2873.48, "end": 2873.6, "word": " من", "probability": 0.9921875}, {"start": 2873.6, "end": 2874.0, "word": " جدامنا", "probability": 0.949951171875}, {"start": 2874.0, "end": 2874.4, "word": " طويل", "probability": 0.9607747395833334}], "temperature": 1.0}, {"id": 127, "seek": 290354, "start": 2875.48, "end": 2903.54, "text": "ممكن هو بالنسباله شايفه طويل أنا لما أطلع شو أطلع عليها أقول له لأ ده عادي أشمل و مش طويل مثلا فمعنى ذلك أن ال language بتاعتنا هي برضه مش واضحة يعني مش هنتفق كلنا عليها حتى في اللغة العادية الطبيعية ليش؟ بدليل أنه احنا من يوم ماخترعه اللغات هي فيها بعض الفاظ تنم عن هذا الموضوع ال uncertainty زي لما أقول often sometimes معناته مش دائما مش أكيد لما أقول frequently", "tokens": [2304, 43020, 31439, 20666, 1863, 35457, 6027, 3224, 13412, 995, 33911, 3224, 23032, 2407, 26895, 41850, 5296, 15042, 5551, 9566, 1211, 3615, 13412, 2407, 5551, 9566, 1211, 3615, 25894, 11296, 5551, 39648, 46740, 5296, 10721, 11778, 3224, 6225, 995, 16254, 5551, 8592, 42213, 4032, 37893, 23032, 2407, 26895, 50113, 15040, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 14739, 2423, 2856, 39894, 995, 34268, 8315, 39896, 4724, 43042, 3224, 37893, 4032, 46958, 5016, 3660, 37495, 22653, 37893, 8032, 29399, 5172, 4587, 28242, 8315, 25894, 11296, 11331, 49975, 8978, 13672, 17082, 3660, 18863, 18513, 10632, 41950, 21292, 3615, 10632, 32239, 8592, 22807, 47525, 20292, 1211, 14739, 3224, 1975, 5016, 8315, 9154, 7251, 20498, 3714, 47283, 2655, 2288, 3615, 3224, 13672, 17082, 9307, 39896, 8978, 11296, 45030, 11242, 27188, 5718, 116, 6055, 1863, 2304, 18871, 23758, 9673, 2407, 11242, 45367, 2423, 15697, 30767, 1829, 5296, 15042, 5551, 39648, 2049, 2171, 20449, 8315, 47395, 37893, 11778, 16373, 15042, 37893, 5551, 4117, 25708, 5296, 15042, 5551, 39648, 10374], "avg_logprob": -0.14586509409837606, "compression_ratio": 1.8388059701492536, "no_speech_prob": 1.5795230865478516e-05, "words": [{"start": 2875.48, "end": 2875.74, "word": "ممكن", "probability": 0.944580078125}, {"start": 2875.74, "end": 2875.88, "word": " هو", "probability": 0.9912109375}, {"start": 2875.88, "end": 2876.28, "word": " بالنسباله", "probability": 0.9375}, {"start": 2876.28, "end": 2876.54, "word": " شايفه", "probability": 0.9892578125}, {"start": 2876.54, "end": 2876.76, "word": " طويل", "probability": 0.90771484375}, {"start": 2876.76, "end": 2876.92, "word": " أنا", "probability": 0.384033203125}, {"start": 2876.92, "end": 2877.08, "word": " لما", "probability": 0.943603515625}, {"start": 2877.08, "end": 2877.32, "word": " أطلع", "probability": 0.931884765625}, {"start": 2877.32, "end": 2877.5, "word": " شو", "probability": 0.3760986328125}, {"start": 2877.5, "end": 2877.74, "word": " أطلع", "probability": 0.9013671875}, {"start": 2877.74, "end": 2877.96, "word": " عليها", "probability": 0.837646484375}, {"start": 2877.96, "end": 2878.08, "word": " أقول", "probability": 0.904052734375}, {"start": 2878.08, "end": 2878.16, "word": " له", "probability": 0.74658203125}, {"start": 2878.16, "end": 2878.28, "word": " لأ", "probability": 0.760498046875}, {"start": 2878.28, "end": 2878.42, "word": " ده", "probability": 0.968994140625}, {"start": 2878.42, "end": 2878.64, "word": " عادي", "probability": 0.9256184895833334}, {"start": 2878.64, "end": 2878.9, "word": " أشمل", "probability": 0.6946614583333334}, {"start": 2878.9, "end": 2878.98, "word": " و", "probability": 0.68310546875}, {"start": 2878.98, "end": 2879.08, "word": " مش", "probability": 0.57958984375}, {"start": 2879.08, "end": 2879.4, "word": " طويل", "probability": 0.9384765625}, {"start": 2879.4, "end": 2880.2, "word": " مثلا", "probability": 0.944580078125}, {"start": 2880.2, "end": 2881.1, "word": " فمعنى", "probability": 0.9552734375}, {"start": 2881.1, "end": 2881.52, "word": " ذلك", "probability": 0.9892578125}, {"start": 2881.52, "end": 2882.08, "word": " أن", "probability": 0.55859375}, {"start": 2882.08, "end": 2882.22, "word": " ال", "probability": 0.6884765625}, {"start": 2882.22, "end": 2882.5, "word": " language", "probability": 0.92529296875}, {"start": 2882.5, "end": 2883.06, "word": " بتاعتنا", "probability": 0.86761474609375}, {"start": 2883.06, "end": 2883.6, "word": " هي", "probability": 0.94140625}, {"start": 2883.6, "end": 2884.02, "word": " برضه", "probability": 0.9866536458333334}, {"start": 2884.02, "end": 2884.56, "word": " مش", "probability": 0.99169921875}, {"start": 2884.56, "end": 2884.94, "word": " واضحة", "probability": 0.98388671875}, {"start": 2884.94, "end": 2885.24, "word": " يعني", "probability": 0.71142578125}, {"start": 2885.24, "end": 2885.4, "word": " مش", "probability": 0.958984375}, {"start": 2885.4, "end": 2885.86, "word": " هنتفق", "probability": 0.8212890625}, {"start": 2885.86, "end": 2886.14, "word": " كلنا", "probability": 0.88916015625}, {"start": 2886.14, "end": 2886.54, "word": " عليها", "probability": 0.98974609375}, {"start": 2886.54, "end": 2887.54, "word": " حتى", "probability": 0.893798828125}, {"start": 2887.54, "end": 2887.66, "word": " في", "probability": 0.953125}, {"start": 2887.66, "end": 2887.84, "word": " اللغة", "probability": 0.9913736979166666}, {"start": 2887.84, "end": 2888.12, "word": " العادية", "probability": 0.9912109375}, {"start": 2888.12, "end": 2888.6, "word": " الطبيعية", "probability": 0.9449462890625}, {"start": 2888.6, "end": 2889.54, "word": " ليش؟", "probability": 0.85986328125}, {"start": 2889.54, "end": 2890.08, "word": " بدليل", "probability": 0.92578125}, {"start": 2890.08, "end": 2890.54, "word": " أنه", "probability": 0.50341796875}, {"start": 2890.54, "end": 2890.74, "word": " احنا", "probability": 0.8841145833333334}, {"start": 2890.74, "end": 2891.16, "word": " من", "probability": 0.99609375}, {"start": 2891.16, "end": 2891.36, "word": " يوم", "probability": 0.994384765625}, {"start": 2891.36, "end": 2891.88, "word": " ماخترعه", "probability": 0.7549641927083334}, {"start": 2891.88, "end": 2892.42, "word": " اللغات", "probability": 0.9921875}, {"start": 2892.42, "end": 2892.9, "word": " هي", "probability": 0.45654296875}, {"start": 2892.9, "end": 2893.2, "word": " فيها", "probability": 0.99169921875}, {"start": 2893.2, "end": 2893.5, "word": " بعض", "probability": 0.97998046875}, {"start": 2893.5, "end": 2894.08, "word": " الفاظ", "probability": 0.7215983072916666}, {"start": 2894.08, "end": 2894.44, "word": " تنم", "probability": 0.9816080729166666}, {"start": 2894.44, "end": 2894.6, "word": " عن", "probability": 0.99169921875}, {"start": 2894.6, "end": 2894.8, "word": " هذا", "probability": 0.93212890625}, {"start": 2894.8, "end": 2895.08, "word": " الموضوع", "probability": 0.997802734375}, {"start": 2895.08, "end": 2895.24, "word": " ال", "probability": 0.521484375}, {"start": 2895.24, "end": 2895.7, "word": " uncertainty", "probability": 0.93505859375}, {"start": 2895.7, "end": 2896.4, "word": " زي", "probability": 0.97900390625}, {"start": 2896.4, "end": 2896.7, "word": " لما", "probability": 0.923583984375}, {"start": 2896.7, "end": 2896.88, "word": " أقول", "probability": 0.91455078125}, {"start": 2896.88, "end": 2897.22, "word": " often", "probability": 0.64111328125}, {"start": 2897.22, "end": 2898.78, "word": " sometimes", "probability": 0.4794921875}, {"start": 2898.78, "end": 2899.72, "word": " معناته", "probability": 0.9401041666666666}, {"start": 2899.72, "end": 2899.88, "word": " مش", "probability": 0.99169921875}, {"start": 2899.88, "end": 2900.32, "word": " دائما", "probability": 0.9630533854166666}, {"start": 2900.32, "end": 2900.98, "word": " مش", "probability": 0.75927734375}, {"start": 2900.98, "end": 2901.48, "word": " أكيد", "probability": 0.95654296875}, {"start": 2901.48, "end": 2902.44, "word": " لما", "probability": 0.956787109375}, {"start": 2902.44, "end": 2902.72, "word": " أقول", "probability": 0.79443359375}, {"start": 2902.72, "end": 2903.54, "word": " frequently", "probability": 0.970703125}], "temperature": 1.0}, {"id": 128, "seek": 292097, "start": 2904.39, "end": 2920.97, "text": "بشكل تكراري، بس مش مية في المية، يعني بشكل تكراري بدنا نيجي مثلا على المحاضرة، يمكن معناته انتوا مش كل يوم معناته بتيجيوا على المحاضرة، مش هيك، معناته أنه والله يوم او يوم لأ مثلا، هي احتمالية صارت، فإذا hardly ever .. hardly ever مثلا", "tokens": [3555, 8592, 28820, 6055, 37983, 9640, 1829, 12399, 4724, 3794, 37893, 3714, 10632, 8978, 9673, 10632, 12399, 37495, 22653, 4724, 8592, 28820, 6055, 37983, 9640, 1829, 47525, 8315, 8717, 1829, 7435, 1829, 50113, 15040, 15844, 9673, 5016, 46958, 25720, 12399, 7251, 43020, 20449, 8315, 47395, 16472, 2655, 14407, 37893, 28242, 7251, 20498, 20449, 8315, 47395, 39894, 1829, 7435, 1829, 14407, 15844, 9673, 5016, 46958, 25720, 12399, 37893, 39896, 4117, 12399, 20449, 8315, 47395, 14739, 3224, 16070, 43761, 7251, 20498, 1975, 2407, 7251, 20498, 5296, 10721, 50113, 15040, 12399, 39896, 1975, 33753, 2304, 6027, 10632, 20328, 9640, 2655, 12399, 6156, 28814, 15730, 13572, 1562, 4386, 13572, 1562, 50113, 15040], "avg_logprob": -0.12657683923703814, "compression_ratio": 1.9423076923076923, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 2904.39, "end": 2904.77, "word": "بشكل", "probability": 0.9928385416666666}, {"start": 2904.77, "end": 2905.31, "word": " تكراري،", "probability": 0.777099609375}, {"start": 2905.31, "end": 2905.55, "word": " بس", "probability": 0.994873046875}, {"start": 2905.55, "end": 2906.31, "word": " مش", "probability": 0.93310546875}, {"start": 2906.31, "end": 2906.57, "word": " مية", "probability": 0.913330078125}, {"start": 2906.57, "end": 2906.69, "word": " في", "probability": 0.8310546875}, {"start": 2906.69, "end": 2907.97, "word": " المية،", "probability": 0.9404296875}, {"start": 2907.97, "end": 2908.07, "word": " يعني", "probability": 0.968994140625}, {"start": 2908.07, "end": 2908.39, "word": " بشكل", "probability": 0.99169921875}, {"start": 2908.39, "end": 2908.81, "word": " تكراري", "probability": 0.984130859375}, {"start": 2908.81, "end": 2909.11, "word": " بدنا", "probability": 0.79052734375}, {"start": 2909.11, "end": 2909.35, "word": " نيجي", "probability": 0.9873046875}, {"start": 2909.35, "end": 2909.61, "word": " مثلا", "probability": 0.9560546875}, {"start": 2909.61, "end": 2909.79, "word": " على", "probability": 0.95068359375}, {"start": 2909.79, "end": 2910.79, "word": " المحاضرة،", "probability": 0.973828125}, {"start": 2910.79, "end": 2911.01, "word": " يمكن", "probability": 0.98095703125}, {"start": 2911.01, "end": 2911.35, "word": " معناته", "probability": 0.8802083333333334}, {"start": 2911.35, "end": 2911.53, "word": " انتوا", "probability": 0.703125}, {"start": 2911.53, "end": 2911.63, "word": " مش", "probability": 0.88818359375}, {"start": 2911.63, "end": 2911.81, "word": " كل", "probability": 0.9736328125}, {"start": 2911.81, "end": 2911.95, "word": " يوم", "probability": 0.99658203125}, {"start": 2911.95, "end": 2912.27, "word": " معناته", "probability": 0.9138997395833334}, {"start": 2912.27, "end": 2912.53, "word": " بتيجيوا", "probability": 0.818505859375}, {"start": 2912.53, "end": 2912.59, "word": " على", "probability": 0.70947265625}, {"start": 2912.59, "end": 2913.43, "word": " المحاضرة،", "probability": 0.9705078125}, {"start": 2913.43, "end": 2913.55, "word": " مش", "probability": 0.95068359375}, {"start": 2913.55, "end": 2914.13, "word": " هيك،", "probability": 0.84912109375}, {"start": 2914.13, "end": 2914.39, "word": " معناته", "probability": 0.9845377604166666}, {"start": 2914.39, "end": 2914.57, "word": " أنه", "probability": 0.5343017578125}, {"start": 2914.57, "end": 2914.79, "word": " والله", "probability": 0.92822265625}, {"start": 2914.79, "end": 2915.09, "word": " يوم", "probability": 0.96826171875}, {"start": 2915.09, "end": 2915.23, "word": " او", "probability": 0.5439453125}, {"start": 2915.23, "end": 2915.39, "word": " يوم", "probability": 0.99462890625}, {"start": 2915.39, "end": 2915.53, "word": " لأ", "probability": 0.7939453125}, {"start": 2915.53, "end": 2916.09, "word": " مثلا،", "probability": 0.9029947916666666}, {"start": 2916.09, "end": 2916.33, "word": " هي", "probability": 0.88232421875}, {"start": 2916.33, "end": 2916.85, "word": " احتمالية", "probability": 0.95546875}, {"start": 2916.85, "end": 2917.81, "word": " صارت،", "probability": 0.9755859375}, {"start": 2917.81, "end": 2918.17, "word": " فإذا", "probability": 0.89306640625}, {"start": 2918.17, "end": 2919.09, "word": " hardly", "probability": 0.95849609375}, {"start": 2919.09, "end": 2919.97, "word": " ever", "probability": 0.57275390625}, {"start": 2919.97, "end": 2920.13, "word": " ..", "probability": 0.53564453125}, {"start": 2920.13, "end": 2920.41, "word": " hardly", "probability": 0.8740234375}, {"start": 2920.41, "end": 2920.67, "word": " ever", "probability": 0.9111328125}, {"start": 2920.67, "end": 2920.97, "word": " مثلا", "probability": 0.990966796875}], "temperature": 1.0}, {"id": 129, "seek": 294781, "start": 2922.21, "end": 2947.81, "text": "فإذن اللغة نفسها بتراعي حتى ال uncertainty في موضوع ال language و هذا احنا اللي بدنا يعرف .. اللي بنحتاجين نتكلم .. نتكلم عنه من خلال اللغة فوجدوا انه عملولها خريطة في ال .. 1944 في ال .. من خلال Ray Simpson كل لفظ من الألفاظ اللي توحي between ال true و ال false كويس اعطاها نسبة", "tokens": [5172, 28814, 8848, 1863, 13672, 17082, 3660, 8717, 36178, 11296, 39894, 23557, 3615, 1829, 11331, 49975, 2423, 15697, 8978, 3714, 2407, 11242, 45367, 2423, 2856, 4032, 23758, 1975, 5016, 8315, 13672, 1829, 47525, 8315, 37495, 28480, 4386, 13672, 1829, 44945, 33753, 26108, 9957, 8717, 2655, 4117, 19528, 4386, 8717, 2655, 4117, 19528, 18871, 3224, 9154, 16490, 1211, 6027, 13672, 17082, 3660, 6156, 29245, 3215, 14407, 16472, 3224, 6225, 42213, 12610, 11296, 16490, 16572, 9566, 3660, 8978, 2423, 4386, 35133, 8978, 2423, 4386, 9154, 16490, 1211, 6027, 10883, 38184, 28242, 5296, 5172, 19913, 9154, 16247, 46538, 5718, 116, 13672, 1829, 33427, 5016, 1829, 1296, 2423, 2074, 4032, 2423, 7908, 9122, 45865, 3794, 1975, 3615, 9566, 995, 11296, 8717, 35457, 3660], "avg_logprob": -0.14309896181027096, "compression_ratio": 1.654275092936803, "no_speech_prob": 0.0, "words": [{"start": 2922.21, "end": 2922.73, "word": "فإذن", "probability": 0.83660888671875}, {"start": 2922.73, "end": 2923.57, "word": " اللغة", "probability": 0.9864908854166666}, {"start": 2923.57, "end": 2923.91, "word": " نفسها", "probability": 0.9757486979166666}, {"start": 2923.91, "end": 2924.49, "word": " بتراعي", "probability": 0.9022216796875}, {"start": 2924.49, "end": 2924.77, "word": " حتى", "probability": 0.952392578125}, {"start": 2924.77, "end": 2924.89, "word": " ال", "probability": 0.98291015625}, {"start": 2924.89, "end": 2925.23, "word": " uncertainty", "probability": 0.91455078125}, {"start": 2925.23, "end": 2925.77, "word": " في", "probability": 0.92236328125}, {"start": 2925.77, "end": 2926.23, "word": " موضوع", "probability": 0.990478515625}, {"start": 2926.23, "end": 2926.67, "word": " ال", "probability": 0.97021484375}, {"start": 2926.67, "end": 2927.05, "word": " language", "probability": 0.9423828125}, {"start": 2927.05, "end": 2927.39, "word": " و", "probability": 0.408935546875}, {"start": 2927.39, "end": 2927.53, "word": " هذا", "probability": 0.66259765625}, {"start": 2927.53, "end": 2927.73, "word": " احنا", "probability": 0.8857421875}, {"start": 2927.73, "end": 2927.83, "word": " اللي", "probability": 0.974365234375}, {"start": 2927.83, "end": 2928.03, "word": " بدنا", "probability": 0.9228515625}, {"start": 2928.03, "end": 2928.59, "word": " يعرف", "probability": 0.44873046875}, {"start": 2928.59, "end": 2928.97, "word": " ..", "probability": 0.1214599609375}, {"start": 2928.97, "end": 2929.13, "word": " اللي", "probability": 0.98779296875}, {"start": 2929.13, "end": 2929.59, "word": " بنحتاجين", "probability": 0.844482421875}, {"start": 2929.59, "end": 2930.07, "word": " نتكلم", "probability": 0.9932861328125}, {"start": 2930.07, "end": 2930.39, "word": " ..", "probability": 0.935546875}, {"start": 2930.39, "end": 2930.83, "word": " نتكلم", "probability": 0.99169921875}, {"start": 2930.83, "end": 2931.27, "word": " عنه", "probability": 0.9951171875}, {"start": 2931.27, "end": 2932.13, "word": " من", "probability": 0.9853515625}, {"start": 2932.13, "end": 2932.37, "word": " خلال", "probability": 0.9959309895833334}, {"start": 2932.37, "end": 2932.77, "word": " اللغة", "probability": 0.9957682291666666}, {"start": 2932.77, "end": 2933.69, "word": " فوجدوا", "probability": 0.93505859375}, {"start": 2933.69, "end": 2933.95, "word": " انه", "probability": 0.4732666015625}, {"start": 2933.95, "end": 2934.51, "word": " عملولها", "probability": 0.9549560546875}, {"start": 2934.51, "end": 2935.79, "word": " خريطة", "probability": 0.9892578125}, {"start": 2935.79, "end": 2936.47, "word": " في", "probability": 0.92333984375}, {"start": 2936.47, "end": 2936.59, "word": " ال", "probability": 0.2998046875}, {"start": 2936.59, "end": 2936.71, "word": " ..", "probability": 0.74560546875}, {"start": 2936.71, "end": 2937.45, "word": " 1944", "probability": 0.388671875}, {"start": 2937.45, "end": 2938.23, "word": " في", "probability": 0.7255859375}, {"start": 2938.23, "end": 2938.71, "word": " ال", "probability": 0.96044921875}, {"start": 2938.71, "end": 2938.91, "word": " ..", "probability": 0.9794921875}, {"start": 2938.91, "end": 2939.07, "word": " من", "probability": 0.994140625}, {"start": 2939.07, "end": 2939.31, "word": " خلال", "probability": 0.99267578125}, {"start": 2939.31, "end": 2939.67, "word": " Ray", "probability": 0.80615234375}, {"start": 2939.67, "end": 2940.29, "word": " Simpson", "probability": 0.77294921875}, {"start": 2940.29, "end": 2941.97, "word": " كل", "probability": 0.84375}, {"start": 2941.97, "end": 2942.45, "word": " لفظ", "probability": 0.99169921875}, {"start": 2942.45, "end": 2942.61, "word": " من", "probability": 0.99365234375}, {"start": 2942.61, "end": 2943.15, "word": " الألفاظ", "probability": 0.9239501953125}, {"start": 2943.15, "end": 2943.37, "word": " اللي", "probability": 0.9345703125}, {"start": 2943.37, "end": 2943.87, "word": " توحي", "probability": 0.95654296875}, {"start": 2943.87, "end": 2944.49, "word": " between", "probability": 0.95556640625}, {"start": 2944.49, "end": 2944.99, "word": " ال", "probability": 0.82080078125}, {"start": 2944.99, "end": 2945.23, "word": " true", "probability": 0.9541015625}, {"start": 2945.23, "end": 2945.39, "word": " و", "probability": 0.69775390625}, {"start": 2945.39, "end": 2945.49, "word": " ال", "probability": 0.75244140625}, {"start": 2945.49, "end": 2945.93, "word": " false", "probability": 0.8974609375}, {"start": 2945.93, "end": 2946.73, "word": " كويس", "probability": 0.88232421875}, {"start": 2946.73, "end": 2947.15, "word": " اعطاها", "probability": 0.866796875}, {"start": 2947.15, "end": 2947.81, "word": " نسبة", "probability": 0.9931640625}], "temperature": 1.0}, {"id": 130, "seek": 297552, "start": 2949.16, "end": 2975.52, "text": "عساس أنه لما نيجي نعمل ال story تبعتنا أو ال user story بده يتكلم إيش اللفظ اللي جاله بحطه كاحتمالية قدامها لما بدنا نحطها ك rules لأ ال rule هذه هو مجليش .. مجليش arrows دايما هو جالي والله sometimes لأ استنى معناته ال rule okay أنا هكتبها ك rule بس مينفعش أحطها مائة في المائة فال rule هذه بالنسبالي one sometimes معناته بحطها دي عشرين في المية", "tokens": [3615, 3794, 32277, 14739, 3224, 5296, 15042, 8717, 1829, 7435, 1829, 8717, 25957, 1211, 2423, 1657, 6055, 3555, 34268, 8315, 34051, 2423, 4195, 1657, 47525, 3224, 7251, 2655, 4117, 19528, 11933, 1829, 8592, 13672, 5172, 19913, 13672, 1829, 10874, 6027, 3224, 4724, 5016, 9566, 3224, 9122, 995, 33753, 2304, 6027, 10632, 12174, 3215, 10943, 11296, 5296, 15042, 47525, 8315, 8717, 5016, 9566, 11296, 9122, 4474, 5296, 10721, 2423, 4978, 29538, 31439, 3714, 7435, 20292, 8592, 4386, 3714, 7435, 20292, 8592, 19669, 11778, 47302, 15042, 31439, 10874, 6027, 1829, 16070, 43761, 2171, 5296, 10721, 44713, 1863, 7578, 20449, 8315, 47395, 2423, 4978, 1392, 41850, 8032, 4117, 2655, 3555, 11296, 9122, 4978, 4724, 3794, 3714, 9957, 5172, 3615, 8592, 5551, 5016, 9566, 11296, 3714, 16373, 3660, 8978, 9673, 16373, 3660, 6156, 6027, 4978, 29538, 20666, 1863, 35457, 6027, 1829, 472, 2171, 20449, 8315, 47395, 4724, 5016, 9566, 11296, 11778, 1829, 6225, 46309, 9957, 8978, 9673, 10632], "avg_logprob": -0.1553427428968491, "compression_ratio": 1.9407665505226481, "no_speech_prob": 0.0, "words": [{"start": 2949.16, "end": 2949.54, "word": "عساس", "probability": 0.8177083333333334}, {"start": 2949.54, "end": 2949.92, "word": " أنه", "probability": 0.720458984375}, {"start": 2949.92, "end": 2950.32, "word": " لما", "probability": 0.941650390625}, {"start": 2950.32, "end": 2950.58, "word": " نيجي", "probability": 0.9442138671875}, {"start": 2950.58, "end": 2950.96, "word": " نعمل", "probability": 0.9972330729166666}, {"start": 2950.96, "end": 2951.32, "word": " ال", "probability": 0.970703125}, {"start": 2951.32, "end": 2951.72, "word": " story", "probability": 0.9140625}, {"start": 2951.72, "end": 2952.24, "word": " تبعتنا", "probability": 0.971435546875}, {"start": 2952.24, "end": 2952.44, "word": " أو", "probability": 0.85791015625}, {"start": 2952.44, "end": 2952.58, "word": " ال", "probability": 0.951171875}, {"start": 2952.58, "end": 2952.82, "word": " user", "probability": 0.96728515625}, {"start": 2952.82, "end": 2953.24, "word": " story", "probability": 0.96630859375}, {"start": 2953.24, "end": 2953.5, "word": " بده", "probability": 0.740966796875}, {"start": 2953.5, "end": 2954.08, "word": " يتكلم", "probability": 0.9951171875}, {"start": 2954.08, "end": 2954.78, "word": " إيش", "probability": 0.7724609375}, {"start": 2954.78, "end": 2955.14, "word": " اللفظ", "probability": 0.9220377604166666}, {"start": 2955.14, "end": 2955.34, "word": " اللي", "probability": 0.974853515625}, {"start": 2955.34, "end": 2955.58, "word": " جاله", "probability": 0.9635416666666666}, {"start": 2955.58, "end": 2955.98, "word": " بحطه", "probability": 0.850341796875}, {"start": 2955.98, "end": 2956.56, "word": " كاحتمالية", "probability": 0.9258626302083334}, {"start": 2956.56, "end": 2957.14, "word": " قدامها", "probability": 0.985595703125}, {"start": 2957.14, "end": 2958.12, "word": " لما", "probability": 0.79296875}, {"start": 2958.12, "end": 2958.3, "word": " بدنا", "probability": 0.79052734375}, {"start": 2958.3, "end": 2958.64, "word": " نحطها", "probability": 0.9434814453125}, {"start": 2958.64, "end": 2958.78, "word": " ك", "probability": 0.97509765625}, {"start": 2958.78, "end": 2959.12, "word": " rules", "probability": 0.8369140625}, {"start": 2959.12, "end": 2959.9, "word": " لأ", "probability": 0.833984375}, {"start": 2959.9, "end": 2960.04, "word": " ال", "probability": 0.978515625}, {"start": 2960.04, "end": 2960.2, "word": " rule", "probability": 0.86865234375}, {"start": 2960.2, "end": 2960.48, "word": " هذه", "probability": 0.3759765625}, {"start": 2960.48, "end": 2960.64, "word": " هو", "probability": 0.81494140625}, {"start": 2960.64, "end": 2961.58, "word": " مجليش", "probability": 0.7769775390625}, {"start": 2961.58, "end": 2961.92, "word": " ..", "probability": 0.49853515625}, {"start": 2961.92, "end": 2962.42, "word": " مجليش", "probability": 0.9287109375}, {"start": 2962.42, "end": 2962.72, "word": " arrows", "probability": 0.4794921875}, {"start": 2962.72, "end": 2963.1, "word": " دايما", "probability": 0.9197591145833334}, {"start": 2963.1, "end": 2963.68, "word": " هو", "probability": 0.4072265625}, {"start": 2963.68, "end": 2964.02, "word": " جالي", "probability": 0.9265950520833334}, {"start": 2964.02, "end": 2964.34, "word": " والله", "probability": 0.878662109375}, {"start": 2964.34, "end": 2965.08, "word": " sometimes", "probability": 0.75341796875}, {"start": 2965.08, "end": 2967.14, "word": " لأ", "probability": 0.92626953125}, {"start": 2967.14, "end": 2967.44, "word": " استنى", "probability": 0.7276204427083334}, {"start": 2967.44, "end": 2967.8, "word": " معناته", "probability": 0.9723307291666666}, {"start": 2967.8, "end": 2967.94, "word": " ال", "probability": 0.984375}, {"start": 2967.94, "end": 2968.16, "word": " rule", "probability": 0.9521484375}, {"start": 2968.16, "end": 2968.38, "word": " okay", "probability": 0.477294921875}, {"start": 2968.38, "end": 2968.52, "word": " أنا", "probability": 0.60546875}, {"start": 2968.52, "end": 2968.92, "word": " هكتبها", "probability": 0.943359375}, {"start": 2968.92, "end": 2969.06, "word": " ك", "probability": 0.9873046875}, {"start": 2969.06, "end": 2969.32, "word": " rule", "probability": 0.9033203125}, {"start": 2969.32, "end": 2969.98, "word": " بس", "probability": 0.959228515625}, {"start": 2969.98, "end": 2970.3, "word": " مينفعش", "probability": 0.780029296875}, {"start": 2970.3, "end": 2970.58, "word": " أحطها", "probability": 0.9326171875}, {"start": 2970.58, "end": 2970.72, "word": " مائة", "probability": 0.8243815104166666}, {"start": 2970.72, "end": 2970.86, "word": " في", "probability": 0.787109375}, {"start": 2970.86, "end": 2971.14, "word": " المائة", "probability": 0.9768880208333334}, {"start": 2971.14, "end": 2971.84, "word": " فال", "probability": 0.915283203125}, {"start": 2971.84, "end": 2971.96, "word": " rule", "probability": 0.8984375}, {"start": 2971.96, "end": 2972.12, "word": " هذه", "probability": 0.56787109375}, {"start": 2972.12, "end": 2972.58, "word": " بالنسبالي", "probability": 0.99111328125}, {"start": 2972.58, "end": 2972.7, "word": " one", "probability": 0.63232421875}, {"start": 2972.7, "end": 2973.24, "word": " sometimes", "probability": 0.8671875}, {"start": 2973.24, "end": 2974.42, "word": " معناته", "probability": 0.970703125}, {"start": 2974.42, "end": 2974.74, "word": " بحطها", "probability": 0.9801025390625}, {"start": 2974.74, "end": 2974.86, "word": " دي", "probability": 0.58074951171875}, {"start": 2974.86, "end": 2975.14, "word": " عشرين", "probability": 0.9327799479166666}, {"start": 2975.14, "end": 2975.26, "word": " في", "probability": 0.8779296875}, {"start": 2975.26, "end": 2975.52, "word": " المية", "probability": 0.76416015625}], "temperature": 1.0}, {"id": 131, "seek": 299212, "start": 2976.5, "end": 2992.12, "text": "هذه 20% تمام عدّروا شوية عليها في الـ 68 شوية تعديلات خفيفة على الأرقام لكن مش كتير إبعدت يعني .. مش كتير إبعدت لكن صار تعديل بحيث أن هذا هو ال standard لل language أو للألفاظ المستخدمة في ال language", "tokens": [3224, 24192, 945, 4, 46811, 10943, 6225, 3215, 11703, 2288, 14407, 13412, 2407, 10632, 25894, 11296, 8978, 2423, 39184, 23317, 13412, 2407, 10632, 37279, 16254, 1211, 9307, 16490, 5172, 33911, 3660, 15844, 16247, 2288, 4587, 10943, 44381, 37893, 9122, 2655, 13546, 11933, 3555, 22488, 2655, 37495, 22653, 4386, 37893, 9122, 2655, 13546, 11933, 3555, 22488, 2655, 44381, 20328, 9640, 37279, 16254, 1211, 4724, 5016, 1829, 12984, 14739, 23758, 31439, 2423, 3832, 24976, 2856, 34051, 24976, 10721, 46538, 5718, 116, 9673, 14851, 9778, 40448, 3660, 8978, 2423, 2856], "avg_logprob": -0.15749289535663344, "compression_ratio": 1.6336633663366336, "no_speech_prob": 1.0073184967041016e-05, "words": [{"start": 2976.5, "end": 2976.78, "word": "هذه", "probability": 0.42236328125}, {"start": 2976.78, "end": 2977.06, "word": " 20", "probability": 0.44287109375}, {"start": 2977.06, "end": 2977.58, "word": "%", "probability": 0.88330078125}, {"start": 2977.58, "end": 2978.48, "word": " تمام", "probability": 0.826171875}, {"start": 2978.48, "end": 2979.36, "word": " عدّروا", "probability": 0.929296875}, {"start": 2979.36, "end": 2979.62, "word": " شوية", "probability": 0.841796875}, {"start": 2979.62, "end": 2979.8, "word": " عليها", "probability": 0.966552734375}, {"start": 2979.8, "end": 2979.88, "word": " في", "probability": 0.87158203125}, {"start": 2979.88, "end": 2980.06, "word": " الـ", "probability": 0.6053466796875}, {"start": 2980.06, "end": 2980.46, "word": " 68", "probability": 0.875}, {"start": 2980.46, "end": 2981.7, "word": " شوية", "probability": 0.8909505208333334}, {"start": 2981.7, "end": 2982.06, "word": " تعديلات", "probability": 0.9442138671875}, {"start": 2982.06, "end": 2982.42, "word": " خفيفة", "probability": 0.9857177734375}, {"start": 2982.42, "end": 2982.56, "word": " على", "probability": 0.8662109375}, {"start": 2982.56, "end": 2983.06, "word": " الأرقام", "probability": 0.9853515625}, {"start": 2983.06, "end": 2983.56, "word": " لكن", "probability": 0.74951171875}, {"start": 2983.56, "end": 2984.0, "word": " مش", "probability": 0.84521484375}, {"start": 2984.0, "end": 2984.3, "word": " كتير", "probability": 0.98046875}, {"start": 2984.3, "end": 2984.7, "word": " إبعدت", "probability": 0.7900390625}, {"start": 2984.7, "end": 2984.96, "word": " يعني", "probability": 0.87939453125}, {"start": 2984.96, "end": 2985.08, "word": " ..", "probability": 0.4404296875}, {"start": 2985.08, "end": 2985.2, "word": " مش", "probability": 0.69287109375}, {"start": 2985.2, "end": 2985.5, "word": " كتير", "probability": 0.9923502604166666}, {"start": 2985.5, "end": 2985.88, "word": " إبعدت", "probability": 0.990234375}, {"start": 2985.88, "end": 2986.32, "word": " لكن", "probability": 0.83837890625}, {"start": 2986.32, "end": 2986.6, "word": " صار", "probability": 0.98779296875}, {"start": 2986.6, "end": 2987.02, "word": " تعديل", "probability": 0.9524739583333334}, {"start": 2987.02, "end": 2987.32, "word": " بحيث", "probability": 0.944091796875}, {"start": 2987.32, "end": 2987.42, "word": " أن", "probability": 0.572265625}, {"start": 2987.42, "end": 2987.66, "word": " هذا", "probability": 0.6787109375}, {"start": 2987.66, "end": 2987.94, "word": " هو", "probability": 0.99658203125}, {"start": 2987.94, "end": 2988.36, "word": " ال", "probability": 0.92626953125}, {"start": 2988.36, "end": 2988.94, "word": " standard", "probability": 0.67529296875}, {"start": 2988.94, "end": 2989.58, "word": " لل", "probability": 0.462158203125}, {"start": 2989.58, "end": 2990.38, "word": " language", "probability": 0.701171875}, {"start": 2990.38, "end": 2990.62, "word": " أو", "probability": 0.8525390625}, {"start": 2990.62, "end": 2991.14, "word": " للألفاظ", "probability": 0.86103515625}, {"start": 2991.14, "end": 2991.66, "word": " المستخدمة", "probability": 0.96396484375}, {"start": 2991.66, "end": 2991.74, "word": " في", "probability": 0.9619140625}, {"start": 2991.74, "end": 2991.82, "word": " ال", "probability": 0.92236328125}, {"start": 2991.82, "end": 2992.12, "word": " language", "probability": 0.93017578125}], "temperature": 1.0}, {"id": 132, "seek": 301561, "start": 2992.95, "end": 3015.61, "text": "للدلالة على ال probability .. للدلالة على ال probability فواضح جدا أن حتى اللغة بتاعتنا ال language تبعتنا أو كل لغات الدنيا قاعدة بتزوجني لل probability هي نفسها بتزوجني لل probability لأنها بتستخدم ألفاظ ال probability زي .. لما نيجي نتكلم عن probably ما هي probably .. likely", "tokens": [1211, 1211, 3215, 1211, 6027, 3660, 15844, 2423, 8482, 4386, 24976, 3215, 1211, 6027, 3660, 15844, 2423, 8482, 6156, 2407, 46958, 5016, 10874, 28259, 14739, 11331, 49975, 13672, 17082, 3660, 39894, 995, 34268, 8315, 2423, 2856, 6055, 3555, 34268, 8315, 34051, 28242, 5296, 17082, 9307, 32748, 22653, 995, 12174, 995, 22488, 3660, 39894, 11622, 29245, 22653, 24976, 8482, 39896, 8717, 36178, 11296, 39894, 11622, 29245, 22653, 24976, 8482, 5296, 33456, 11296, 39894, 14851, 9778, 40448, 5551, 46538, 5718, 116, 2423, 8482, 30767, 1829, 4386, 5296, 15042, 8717, 1829, 7435, 1829, 8717, 2655, 4117, 19528, 18871, 1391, 19446, 39896, 1391, 4386, 3700], "avg_logprob": -0.18504901610168756, "compression_ratio": 1.981042654028436, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2992.95, "end": 2993.71, "word": "للدلالة", "probability": 0.9219563802083334}, {"start": 2993.71, "end": 2994.31, "word": " على", "probability": 0.86328125}, {"start": 2994.31, "end": 2994.45, "word": " ال", "probability": 0.9287109375}, {"start": 2994.45, "end": 2994.97, "word": " probability", "probability": 0.77783203125}, {"start": 2994.97, "end": 2995.35, "word": " ..", "probability": 0.271484375}, {"start": 2995.35, "end": 2995.73, "word": " للدلالة", "probability": 0.957421875}, {"start": 2995.73, "end": 2995.89, "word": " على", "probability": 0.90673828125}, {"start": 2995.89, "end": 2996.15, "word": " ال", "probability": 0.93359375}, {"start": 2996.15, "end": 2996.57, "word": " probability", "probability": 0.970703125}, {"start": 2996.57, "end": 2998.21, "word": " فواضح", "probability": 0.91748046875}, {"start": 2998.21, "end": 2998.51, "word": " جدا", "probability": 0.972900390625}, {"start": 2998.51, "end": 2998.69, "word": " أن", "probability": 0.44873046875}, {"start": 2998.69, "end": 2999.07, "word": " حتى", "probability": 0.9296875}, {"start": 2999.07, "end": 2999.53, "word": " اللغة", "probability": 0.9910481770833334}, {"start": 2999.53, "end": 2999.95, "word": " بتاعتنا", "probability": 0.8350830078125}, {"start": 2999.95, "end": 3000.15, "word": " ال", "probability": 0.8125}, {"start": 3000.15, "end": 3000.51, "word": " language", "probability": 0.9384765625}, {"start": 3000.51, "end": 3001.05, "word": " تبعتنا", "probability": 0.8720703125}, {"start": 3001.05, "end": 3001.37, "word": " أو", "probability": 0.87060546875}, {"start": 3001.37, "end": 3001.75, "word": " كل", "probability": 0.98828125}, {"start": 3001.75, "end": 3002.09, "word": " لغات", "probability": 0.93994140625}, {"start": 3002.09, "end": 3002.65, "word": " الدنيا", "probability": 0.98779296875}, {"start": 3002.65, "end": 3003.57, "word": " قاعدة", "probability": 0.8907470703125}, {"start": 3003.57, "end": 3004.03, "word": " بتزوجني", "probability": 0.733154296875}, {"start": 3004.03, "end": 3004.17, "word": " لل", "probability": 0.79833984375}, {"start": 3004.17, "end": 3004.69, "word": " probability", "probability": 0.93603515625}, {"start": 3004.69, "end": 3005.69, "word": " هي", "probability": 0.457763671875}, {"start": 3005.69, "end": 3005.93, "word": " نفسها", "probability": 0.9939778645833334}, {"start": 3005.93, "end": 3006.39, "word": " بتزوجني", "probability": 0.9814453125}, {"start": 3006.39, "end": 3006.53, "word": " لل", "probability": 0.75244140625}, {"start": 3006.53, "end": 3006.91, "word": " probability", "probability": 0.974609375}, {"start": 3006.91, "end": 3007.17, "word": " لأنها", "probability": 0.75}, {"start": 3007.17, "end": 3007.63, "word": " بتستخدم", "probability": 0.97998046875}, {"start": 3007.63, "end": 3007.97, "word": " ألفاظ", "probability": 0.65985107421875}, {"start": 3007.97, "end": 3008.07, "word": " ال", "probability": 0.7490234375}, {"start": 3008.07, "end": 3008.51, "word": " probability", "probability": 0.986328125}, {"start": 3008.51, "end": 3009.33, "word": " زي", "probability": 0.9462890625}, {"start": 3009.33, "end": 3009.97, "word": " ..", "probability": 0.455322265625}, {"start": 3009.97, "end": 3010.57, "word": " لما", "probability": 0.74609375}, {"start": 3010.57, "end": 3010.77, "word": " نيجي", "probability": 0.848388671875}, {"start": 3010.77, "end": 3011.07, "word": " نتكلم", "probability": 0.990234375}, {"start": 3011.07, "end": 3011.35, "word": " عن", "probability": 0.99609375}, {"start": 3011.35, "end": 3012.77, "word": " probably", "probability": 0.70263671875}, {"start": 3012.77, "end": 3013.83, "word": " ما", "probability": 0.15576171875}, {"start": 3013.83, "end": 3014.03, "word": " هي", "probability": 0.87158203125}, {"start": 3014.03, "end": 3014.87, "word": " probably", "probability": 0.740234375}, {"start": 3014.87, "end": 3015.23, "word": " ..", "probability": 0.62060546875}, {"start": 3015.23, "end": 3015.61, "word": " likely", "probability": 0.8994140625}], "temperature": 1.0}, {"id": 133, "seek": 304121, "start": 3016.83, "end": 3041.21, "text": "ألفاظ مستخدمة في اللغة و بنستخدمها كلنا في لغتنا لما ديش تقولوا كيف اليوم الجو؟ والله يعني نسبيا منيح، اش يعني نسبيا؟ اش يعني نسبيا منيح؟ نسبيا منيح، معناته أنا مش متأكد .. يعني مش واثق أن أقول لأ هو منيح كويس يعني، الجو منيح اليوم في شمس و في كويس تمام و الجو حلو و الجو للطلعة كويس، لأ هو نسبيا", "tokens": [10721, 46538, 5718, 116, 3714, 14851, 9778, 40448, 3660, 8978, 13672, 17082, 3660, 4032, 44945, 14851, 9778, 40448, 11296, 28242, 8315, 8978, 5296, 17082, 2655, 8315, 5296, 15042, 11778, 1829, 8592, 6055, 39648, 14407, 9122, 33911, 45595, 20498, 25724, 2407, 22807, 16070, 43761, 37495, 22653, 8717, 35457, 25528, 9154, 1829, 5016, 12399, 1975, 8592, 37495, 22653, 8717, 35457, 25528, 22807, 1975, 8592, 37495, 22653, 8717, 35457, 25528, 9154, 1829, 5016, 22807, 8717, 35457, 25528, 9154, 1829, 5016, 12399, 20449, 8315, 47395, 41850, 37893, 44650, 10721, 4117, 3215, 4386, 37495, 22653, 37893, 4032, 5718, 104, 4587, 14739, 5551, 39648, 5296, 10721, 31439, 9154, 1829, 5016, 9122, 45865, 3794, 37495, 22653, 12399, 25724, 2407, 9154, 1829, 5016, 45595, 20498, 8978, 13412, 2304, 3794, 4032, 8978, 9122, 45865, 3794, 46811, 10943, 4032, 25724, 2407, 11331, 1211, 2407, 4032, 25724, 2407, 24976, 9566, 1211, 27884, 9122, 45865, 3794, 12399, 5296, 10721, 31439, 8717, 35457, 25528], "avg_logprob": -0.1291118395563803, "compression_ratio": 2.2703862660944205, "no_speech_prob": 0.0, "words": [{"start": 3016.83, "end": 3017.45, "word": "ألفاظ", "probability": 0.6141357421875}, {"start": 3017.45, "end": 3017.91, "word": " مستخدمة", "probability": 0.95908203125}, {"start": 3017.91, "end": 3018.01, "word": " في", "probability": 0.93115234375}, {"start": 3018.01, "end": 3018.31, "word": " اللغة", "probability": 0.9967447916666666}, {"start": 3018.31, "end": 3018.63, "word": " و", "probability": 0.73583984375}, {"start": 3018.63, "end": 3019.09, "word": " بنستخدمها", "probability": 0.95712890625}, {"start": 3019.09, "end": 3019.31, "word": " كلنا", "probability": 0.98681640625}, {"start": 3019.31, "end": 3019.43, "word": " في", "probability": 0.96435546875}, {"start": 3019.43, "end": 3019.81, "word": " لغتنا", "probability": 0.9730224609375}, {"start": 3019.81, "end": 3020.43, "word": " لما", "probability": 0.7030029296875}, {"start": 3020.43, "end": 3020.65, "word": " ديش", "probability": 0.7920735677083334}, {"start": 3020.65, "end": 3021.07, "word": " تقولوا", "probability": 0.8235677083333334}, {"start": 3021.07, "end": 3022.07, "word": " كيف", "probability": 0.95947265625}, {"start": 3022.07, "end": 3022.31, "word": " اليوم", "probability": 0.993408203125}, {"start": 3022.31, "end": 3022.91, "word": " الجو؟", "probability": 0.8693033854166666}, {"start": 3022.91, "end": 3023.19, "word": " والله", "probability": 0.8310546875}, {"start": 3023.19, "end": 3023.39, "word": " يعني", "probability": 0.982666015625}, {"start": 3023.39, "end": 3023.79, "word": " نسبيا", "probability": 0.92138671875}, {"start": 3023.79, "end": 3024.49, "word": " منيح،", "probability": 0.81201171875}, {"start": 3024.49, "end": 3024.63, "word": " اش", "probability": 0.7164306640625}, {"start": 3024.63, "end": 3024.81, "word": " يعني", "probability": 0.82080078125}, {"start": 3024.81, "end": 3025.73, "word": " نسبيا؟", "probability": 0.95556640625}, {"start": 3025.73, "end": 3027.25, "word": " اش", "probability": 0.916259765625}, {"start": 3027.25, "end": 3027.41, "word": " يعني", "probability": 0.96728515625}, {"start": 3027.41, "end": 3027.79, "word": " نسبيا", "probability": 0.9842122395833334}, {"start": 3027.79, "end": 3029.13, "word": " منيح؟", "probability": 0.9835205078125}, {"start": 3029.13, "end": 3029.53, "word": " نسبيا", "probability": 0.9593098958333334}, {"start": 3029.53, "end": 3029.89, "word": " منيح،", "probability": 0.8582763671875}, {"start": 3029.89, "end": 3030.13, "word": " معناته", "probability": 0.8995768229166666}, {"start": 3030.13, "end": 3030.25, "word": " أنا", "probability": 0.57373046875}, {"start": 3030.25, "end": 3030.37, "word": " مش", "probability": 0.99267578125}, {"start": 3030.37, "end": 3030.81, "word": " متأكد", "probability": 0.9844970703125}, {"start": 3030.81, "end": 3030.97, "word": " ..", "probability": 0.59423828125}, {"start": 3030.97, "end": 3031.13, "word": " يعني", "probability": 0.919189453125}, {"start": 3031.13, "end": 3031.33, "word": " مش", "probability": 0.9345703125}, {"start": 3031.33, "end": 3031.65, "word": " واثق", "probability": 0.973876953125}, {"start": 3031.65, "end": 3031.77, "word": " أن", "probability": 0.406494140625}, {"start": 3031.77, "end": 3031.97, "word": " أقول", "probability": 0.78173828125}, {"start": 3031.97, "end": 3032.17, "word": " لأ", "probability": 0.975341796875}, {"start": 3032.17, "end": 3032.33, "word": " هو", "probability": 0.81005859375}, {"start": 3032.33, "end": 3032.59, "word": " منيح", "probability": 0.9889322916666666}, {"start": 3032.59, "end": 3033.03, "word": " كويس", "probability": 0.98828125}, {"start": 3033.03, "end": 3033.97, "word": " يعني،", "probability": 0.7067057291666666}, {"start": 3033.97, "end": 3034.27, "word": " الجو", "probability": 0.959228515625}, {"start": 3034.27, "end": 3034.57, "word": " منيح", "probability": 0.9851888020833334}, {"start": 3034.57, "end": 3034.89, "word": " اليوم", "probability": 0.983154296875}, {"start": 3034.89, "end": 3035.65, "word": " في", "probability": 0.50634765625}, {"start": 3035.65, "end": 3036.03, "word": " شمس", "probability": 0.9645182291666666}, {"start": 3036.03, "end": 3036.13, "word": " و", "probability": 0.97802734375}, {"start": 3036.13, "end": 3036.31, "word": " في", "probability": 0.5390625}, {"start": 3036.31, "end": 3036.83, "word": " كويس", "probability": 0.7389322916666666}, {"start": 3036.83, "end": 3037.27, "word": " تمام", "probability": 0.943603515625}, {"start": 3037.27, "end": 3037.39, "word": " و", "probability": 0.884765625}, {"start": 3037.39, "end": 3037.71, "word": " الجو", "probability": 0.9697265625}, {"start": 3037.71, "end": 3038.09, "word": " حلو", "probability": 0.9889322916666666}, {"start": 3038.09, "end": 3038.23, "word": " و", "probability": 0.5986328125}, {"start": 3038.23, "end": 3038.49, "word": " الجو", "probability": 0.979736328125}, {"start": 3038.49, "end": 3038.95, "word": " للطلعة", "probability": 0.884521484375}, {"start": 3038.95, "end": 3039.91, "word": " كويس،", "probability": 0.9676513671875}, {"start": 3039.91, "end": 3040.11, "word": " لأ", "probability": 0.9921875}, {"start": 3040.11, "end": 3040.37, "word": " هو", "probability": 0.94384765625}, {"start": 3040.37, "end": 3041.21, "word": " نسبيا", "probability": 0.9759114583333334}], "temperature": 1.0}, {"id": 134, "seek": 306827, "start": 3042.43, "end": 3068.27, "text": "تمام maybe يمكن أو perhaps أو possibly فكلها الفاظ فعليا تنم بشكل واضح تماما تدل على ال probability ف ال probability لما نيجي نعرفها هي ببساطة ولدت مع اللغات كلمة ال probability انولدت مع اللغات ليش؟ لأنه مدام الألفاظ هذه موجودة في اللغة يعني معناته في probability", "tokens": [39237, 10943, 1310, 7251, 43020, 34051, 4317, 34051, 6264, 6156, 28820, 11296, 27188, 5718, 116, 6156, 3615, 20292, 995, 6055, 1863, 2304, 4724, 8592, 28820, 4032, 46958, 5016, 46811, 10943, 995, 6055, 3215, 1211, 15844, 2423, 8482, 6156, 2423, 8482, 5296, 15042, 8717, 1829, 7435, 1829, 8717, 3615, 28480, 11296, 39896, 4724, 3555, 3794, 41193, 3660, 35525, 3215, 2655, 20449, 13672, 17082, 9307, 9122, 19528, 3660, 2423, 8482, 16472, 12610, 3215, 2655, 20449, 13672, 17082, 9307, 32239, 8592, 22807, 5296, 33456, 3224, 3714, 3215, 10943, 16247, 46538, 5718, 116, 29538, 3714, 29245, 23328, 3660, 8978, 13672, 17082, 3660, 37495, 22653, 20449, 8315, 47395, 8978, 8482], "avg_logprob": -0.12205188320773952, "compression_ratio": 1.793991416309013, "no_speech_prob": 0.0, "words": [{"start": 3042.43, "end": 3042.79, "word": "تمام", "probability": 0.8642578125}, {"start": 3042.79, "end": 3044.01, "word": " maybe", "probability": 0.480712890625}, {"start": 3044.01, "end": 3044.93, "word": " يمكن", "probability": 0.6473388671875}, {"start": 3044.93, "end": 3046.23, "word": " أو", "probability": 0.7216796875}, {"start": 3046.23, "end": 3046.87, "word": " perhaps", "probability": 0.95263671875}, {"start": 3046.87, "end": 3047.49, "word": " أو", "probability": 0.8974609375}, {"start": 3047.49, "end": 3048.55, "word": " possibly", "probability": 0.966796875}, {"start": 3048.55, "end": 3049.51, "word": " فكلها", "probability": 0.9186197916666666}, {"start": 3049.51, "end": 3049.97, "word": " الفاظ", "probability": 0.7252604166666666}, {"start": 3049.97, "end": 3050.49, "word": " فعليا", "probability": 0.9066162109375}, {"start": 3050.49, "end": 3050.81, "word": " تنم", "probability": 0.9451497395833334}, {"start": 3050.81, "end": 3051.35, "word": " بشكل", "probability": 0.8722330729166666}, {"start": 3051.35, "end": 3051.77, "word": " واضح", "probability": 0.9664713541666666}, {"start": 3051.77, "end": 3052.37, "word": " تماما", "probability": 0.9801432291666666}, {"start": 3052.37, "end": 3052.71, "word": " تدل", "probability": 0.9754231770833334}, {"start": 3052.71, "end": 3053.95, "word": " على", "probability": 0.87548828125}, {"start": 3053.95, "end": 3054.63, "word": " ال", "probability": 0.96630859375}, {"start": 3054.63, "end": 3055.17, "word": " probability", "probability": 0.94482421875}, {"start": 3055.17, "end": 3055.53, "word": " ف", "probability": 0.966796875}, {"start": 3055.53, "end": 3055.63, "word": " ال", "probability": 0.52685546875}, {"start": 3055.63, "end": 3056.15, "word": " probability", "probability": 0.96240234375}, {"start": 3056.15, "end": 3056.35, "word": " لما", "probability": 0.921875}, {"start": 3056.35, "end": 3056.53, "word": " نيجي", "probability": 0.928955078125}, {"start": 3056.53, "end": 3057.35, "word": " نعرفها", "probability": 0.9775390625}, {"start": 3057.35, "end": 3057.99, "word": " هي", "probability": 0.75341796875}, {"start": 3057.99, "end": 3058.87, "word": " ببساطة", "probability": 0.98876953125}, {"start": 3058.87, "end": 3060.27, "word": " ولدت", "probability": 0.8045247395833334}, {"start": 3060.27, "end": 3060.41, "word": " مع", "probability": 0.99755859375}, {"start": 3060.41, "end": 3060.95, "word": " اللغات", "probability": 0.9938151041666666}, {"start": 3060.95, "end": 3062.13, "word": " كلمة", "probability": 0.90234375}, {"start": 3062.13, "end": 3062.23, "word": " ال", "probability": 0.54150390625}, {"start": 3062.23, "end": 3062.65, "word": " probability", "probability": 0.97705078125}, {"start": 3062.65, "end": 3063.23, "word": " انولدت", "probability": 0.8516845703125}, {"start": 3063.23, "end": 3063.33, "word": " مع", "probability": 0.9970703125}, {"start": 3063.33, "end": 3063.83, "word": " اللغات", "probability": 0.9957682291666666}, {"start": 3063.83, "end": 3064.55, "word": " ليش؟", "probability": 0.8361002604166666}, {"start": 3064.55, "end": 3065.15, "word": " لأنه", "probability": 0.75537109375}, {"start": 3065.15, "end": 3065.49, "word": " مدام", "probability": 0.8650716145833334}, {"start": 3065.49, "end": 3065.89, "word": " الألفاظ", "probability": 0.8564453125}, {"start": 3065.89, "end": 3066.05, "word": " هذه", "probability": 0.81591796875}, {"start": 3066.05, "end": 3066.41, "word": " موجودة", "probability": 0.987548828125}, {"start": 3066.41, "end": 3066.53, "word": " في", "probability": 0.9716796875}, {"start": 3066.53, "end": 3066.91, "word": " اللغة", "probability": 0.9967447916666666}, {"start": 3066.91, "end": 3067.35, "word": " يعني", "probability": 0.968505859375}, {"start": 3067.35, "end": 3067.75, "word": " معناته", "probability": 0.982421875}, {"start": 3067.75, "end": 3067.87, "word": " في", "probability": 0.98828125}, {"start": 3067.87, "end": 3068.27, "word": " probability", "probability": 0.90478515625}], "temperature": 1.0}, {"id": 135, "seek": 308813, "start": 3069.31, "end": 3088.13, "text": "من يوم أي spoken language وجدت فيها كان الاحتمالات لكن بشكل رياضي وعلمي هي ظهرت في القرن السبعتاشر لما ظهرت القوانين بتاعة ال probability في ال 1700 القرن السبعتاشر طيب ال probability بكل بساطة بقدر اقول ان هي ال event هي اي event", "tokens": [27842, 7251, 20498, 36632, 10759, 2856, 49610, 3215, 2655, 8978, 11296, 25961, 42963, 33753, 2304, 6027, 9307, 44381, 4724, 8592, 28820, 12602, 1829, 46958, 1829, 4032, 3615, 19528, 1829, 39896, 1357, 116, 3224, 43500, 8978, 25062, 2288, 1863, 21136, 3555, 34268, 33599, 2288, 5296, 15042, 1357, 116, 3224, 43500, 25062, 2407, 7649, 9957, 39894, 995, 27884, 2423, 8482, 8978, 2423, 43373, 25062, 2288, 1863, 21136, 3555, 34268, 33599, 2288, 23032, 1829, 3555, 2423, 8482, 4724, 28820, 4724, 3794, 41193, 3660, 4724, 28543, 2288, 1975, 39648, 16472, 39896, 2423, 2280, 39896, 1975, 1829, 2280], "avg_logprob": -0.1366356406757172, "compression_ratio": 1.7523809523809524, "no_speech_prob": 1.3709068298339844e-06, "words": [{"start": 3069.31, "end": 3069.57, "word": "من", "probability": 0.9462890625}, {"start": 3069.57, "end": 3069.85, "word": " يوم", "probability": 0.992431640625}, {"start": 3069.85, "end": 3070.35, "word": " أي", "probability": 0.76318359375}, {"start": 3070.35, "end": 3071.11, "word": " spoken", "probability": 0.9599609375}, {"start": 3071.11, "end": 3071.73, "word": " language", "probability": 0.90576171875}, {"start": 3071.73, "end": 3072.43, "word": " وجدت", "probability": 0.94482421875}, {"start": 3072.43, "end": 3072.83, "word": " فيها", "probability": 0.993896484375}, {"start": 3072.83, "end": 3073.37, "word": " كان", "probability": 0.5830078125}, {"start": 3073.37, "end": 3073.87, "word": " الاحتمالات", "probability": 0.827197265625}, {"start": 3073.87, "end": 3074.31, "word": " لكن", "probability": 0.61474609375}, {"start": 3074.31, "end": 3074.81, "word": " بشكل", "probability": 0.99072265625}, {"start": 3074.81, "end": 3075.35, "word": " رياضي", "probability": 0.9786376953125}, {"start": 3075.35, "end": 3075.85, "word": " وعلمي", "probability": 0.822265625}, {"start": 3075.85, "end": 3076.21, "word": " هي", "probability": 0.79345703125}, {"start": 3076.21, "end": 3076.49, "word": " ظهرت", "probability": 0.9342041015625}, {"start": 3076.49, "end": 3076.61, "word": " في", "probability": 0.87451171875}, {"start": 3076.61, "end": 3076.97, "word": " القرن", "probability": 0.9947916666666666}, {"start": 3076.97, "end": 3078.03, "word": " السبعتاشر", "probability": 0.720166015625}, {"start": 3078.03, "end": 3078.47, "word": " لما", "probability": 0.86279296875}, {"start": 3078.47, "end": 3078.83, "word": " ظهرت", "probability": 0.9442138671875}, {"start": 3078.83, "end": 3079.49, "word": " القوانين", "probability": 0.9886474609375}, {"start": 3079.49, "end": 3079.71, "word": " بتاعة", "probability": 0.7888997395833334}, {"start": 3079.71, "end": 3079.79, "word": " ال", "probability": 0.9521484375}, {"start": 3079.79, "end": 3080.29, "word": " probability", "probability": 0.87939453125}, {"start": 3080.29, "end": 3081.41, "word": " في", "probability": 0.7841796875}, {"start": 3081.41, "end": 3081.51, "word": " ال", "probability": 0.6279296875}, {"start": 3081.51, "end": 3082.03, "word": " 1700", "probability": 0.3681640625}, {"start": 3082.03, "end": 3083.45, "word": " القرن", "probability": 0.9661458333333334}, {"start": 3083.45, "end": 3084.01, "word": " السبعتاشر", "probability": 0.95048828125}, {"start": 3084.01, "end": 3084.45, "word": " طيب", "probability": 0.94091796875}, {"start": 3084.45, "end": 3084.65, "word": " ال", "probability": 0.974609375}, {"start": 3084.65, "end": 3085.05, "word": " probability", "probability": 0.95263671875}, {"start": 3085.05, "end": 3085.33, "word": " بكل", "probability": 0.93310546875}, {"start": 3085.33, "end": 3085.67, "word": " بساطة", "probability": 0.9840087890625}, {"start": 3085.67, "end": 3085.97, "word": " بقدر", "probability": 0.9716796875}, {"start": 3085.97, "end": 3086.15, "word": " اقول", "probability": 0.809326171875}, {"start": 3086.15, "end": 3086.29, "word": " ان", "probability": 0.6806640625}, {"start": 3086.29, "end": 3086.55, "word": " هي", "probability": 0.8740234375}, {"start": 3086.55, "end": 3086.77, "word": " ال", "probability": 0.7919921875}, {"start": 3086.77, "end": 3087.29, "word": " event", "probability": 0.955078125}, {"start": 3087.29, "end": 3087.53, "word": " هي", "probability": 0.771484375}, {"start": 3087.53, "end": 3087.73, "word": " اي", "probability": 0.797119140625}, {"start": 3087.73, "end": 3088.13, "word": " event", "probability": 0.96142578125}], "temperature": 1.0}, {"id": 136, "seek": 310267, "start": 3090.51, "end": 3102.67, "text": "بنقدر نحسبه كأنه proportion of cases، هو جزء من ال cases الكتيرة هذه، هو جزء منها، أقصى إشي أنه يكون كل ال cases، ففي الحالة دي بقول إن هي true", "tokens": [3555, 1863, 28543, 2288, 8717, 5016, 35457, 3224, 9122, 33456, 3224, 16068, 295, 3331, 12399, 31439, 10874, 11622, 38207, 9154, 2423, 3331, 33251, 2655, 48923, 29538, 12399, 31439, 10874, 11622, 38207, 9154, 11296, 12399, 5551, 4587, 9381, 7578, 11933, 8592, 1829, 14739, 3224, 7251, 30544, 28242, 2423, 3331, 12399, 6156, 41185, 21542, 6027, 3660, 11778, 1829, 4724, 39648, 36145, 39896, 2074], "avg_logprob": -0.12707913642929447, "compression_ratio": 1.4394904458598725, "no_speech_prob": 0.0, "words": [{"start": 3090.51, "end": 3091.03, "word": "بنقدر", "probability": 0.9658203125}, {"start": 3091.03, "end": 3091.55, "word": " نحسبه", "probability": 0.989501953125}, {"start": 3091.55, "end": 3092.25, "word": " كأنه", "probability": 0.8767903645833334}, {"start": 3092.25, "end": 3093.29, "word": " proportion", "probability": 0.8564453125}, {"start": 3093.29, "end": 3093.83, "word": " of", "probability": 0.9873046875}, {"start": 3093.83, "end": 3094.81, "word": " cases،", "probability": 0.6529541015625}, {"start": 3094.81, "end": 3094.97, "word": " هو", "probability": 0.97607421875}, {"start": 3094.97, "end": 3095.29, "word": " جزء", "probability": 0.9982096354166666}, {"start": 3095.29, "end": 3095.51, "word": " من", "probability": 0.99609375}, {"start": 3095.51, "end": 3096.11, "word": " ال", "probability": 0.984375}, {"start": 3096.11, "end": 3096.37, "word": " cases", "probability": 0.86181640625}, {"start": 3096.37, "end": 3096.85, "word": " الكتيرة", "probability": 0.7040201822916666}, {"start": 3096.85, "end": 3097.45, "word": " هذه،", "probability": 0.762451171875}, {"start": 3097.45, "end": 3097.59, "word": " هو", "probability": 0.97607421875}, {"start": 3097.59, "end": 3097.85, "word": " جزء", "probability": 0.9982096354166666}, {"start": 3097.85, "end": 3098.79, "word": " منها،", "probability": 0.931640625}, {"start": 3098.79, "end": 3099.17, "word": " أقصى", "probability": 0.9608154296875}, {"start": 3099.17, "end": 3099.39, "word": " إشي", "probability": 0.6280924479166666}, {"start": 3099.39, "end": 3099.57, "word": " أنه", "probability": 0.8369140625}, {"start": 3099.57, "end": 3099.75, "word": " يكون", "probability": 0.988037109375}, {"start": 3099.75, "end": 3099.97, "word": " كل", "probability": 0.99072265625}, {"start": 3099.97, "end": 3100.07, "word": " ال", "probability": 0.97900390625}, {"start": 3100.07, "end": 3101.33, "word": " cases،", "probability": 0.8291015625}, {"start": 3101.33, "end": 3101.53, "word": " ففي", "probability": 0.922607421875}, {"start": 3101.53, "end": 3101.79, "word": " الحالة", "probability": 0.9781901041666666}, {"start": 3101.79, "end": 3101.89, "word": " دي", "probability": 0.957275390625}, {"start": 3101.89, "end": 3102.15, "word": " بقول", "probability": 0.968994140625}, {"start": 3102.15, "end": 3102.25, "word": " إن", "probability": 0.732421875}, {"start": 3102.25, "end": 3102.41, "word": " هي", "probability": 0.84716796875}, {"start": 3102.41, "end": 3102.67, "word": " true", "probability": 0.98974609375}], "temperature": 1.0}, {"id": 137, "seek": 313342, "start": 3104.0, "end": 3133.42, "text": "الشيك فإذا ال event ده إذا هو يمثل كل ال cases فهو true إذا لا يمثل أي جزء من ال cases هذه false لكن هو جزء حقيقة جزء منها بحيث أنه ال event هذه occurs من خلال الحالات هذه ال event ده حدث في أكم حالة منهم حدث؟ في خمسة من عشرة في سبعة من تمانية في .. و هكذا مجموعة ال cases ككل ال cases هذه بكل بساطة كأنك بدي تعمل تجربة", "tokens": [6027, 8592, 1829, 4117, 6156, 28814, 15730, 2423, 2280, 11778, 3224, 11933, 15730, 31439, 7251, 2304, 12984, 1211, 28242, 2423, 3331, 6156, 3224, 2407, 2074, 11933, 15730, 20193, 7251, 2304, 12984, 1211, 36632, 10874, 11622, 38207, 9154, 2423, 3331, 29538, 7908, 44381, 31439, 10874, 11622, 38207, 11331, 38436, 28671, 10874, 11622, 38207, 9154, 11296, 4724, 5016, 1829, 12984, 14739, 3224, 2423, 2280, 29538, 11843, 9154, 16490, 1211, 6027, 21542, 6027, 9307, 29538, 2423, 2280, 11778, 3224, 11331, 3215, 12984, 8978, 5551, 24793, 11331, 6027, 3660, 9154, 16095, 11331, 3215, 12984, 22807, 8978, 16490, 2304, 3794, 3660, 9154, 6225, 8592, 25720, 8978, 8608, 3555, 27884, 9154, 46811, 7649, 10632, 8978, 4386, 4032, 8032, 4117, 15730, 3714, 7435, 2304, 2407, 27884, 2423, 3331, 9122, 28820, 2423, 3331, 29538, 4724, 28820, 4724, 3794, 41193, 3660, 9122, 33456, 4117, 4724, 16254, 6055, 25957, 1211, 6055, 7435, 25513, 3660], "avg_logprob": -0.1405172380907782, "compression_ratio": 1.9693486590038314, "no_speech_prob": 7.152557373046875e-07, "words": [{"start": 3104.0000000000005, "end": 3104.6400000000003, "word": "الشيك", "probability": 0.611328125}, {"start": 3104.6400000000003, "end": 3105.28, "word": " فإذا", "probability": 0.7955729166666666}, {"start": 3105.28, "end": 3105.44, "word": " ال", "probability": 0.96923828125}, {"start": 3105.44, "end": 3105.7, "word": " event", "probability": 0.96240234375}, {"start": 3105.7, "end": 3105.9, "word": " ده", "probability": 0.7392578125}, {"start": 3105.9, "end": 3106.12, "word": " إذا", "probability": 0.951171875}, {"start": 3106.12, "end": 3106.34, "word": " هو", "probability": 0.97509765625}, {"start": 3106.34, "end": 3106.94, "word": " يمثل", "probability": 0.9654541015625}, {"start": 3106.94, "end": 3107.32, "word": " كل", "probability": 0.98974609375}, {"start": 3107.32, "end": 3107.48, "word": " ال", "probability": 0.9775390625}, {"start": 3107.48, "end": 3107.94, "word": " cases", "probability": 0.93994140625}, {"start": 3107.94, "end": 3108.56, "word": " فهو", "probability": 0.9796549479166666}, {"start": 3108.56, "end": 3108.82, "word": " true", "probability": 0.9794921875}, {"start": 3108.82, "end": 3109.44, "word": " إذا", "probability": 0.921875}, {"start": 3109.44, "end": 3109.56, "word": " لا", "probability": 0.8818359375}, {"start": 3109.56, "end": 3110.04, "word": " يمثل", "probability": 0.993896484375}, {"start": 3110.04, "end": 3110.42, "word": " أي", "probability": 0.76953125}, {"start": 3110.42, "end": 3111.42, "word": " جزء", "probability": 0.9949544270833334}, {"start": 3111.42, "end": 3111.64, "word": " من", "probability": 0.99560546875}, {"start": 3111.64, "end": 3111.82, "word": " ال", "probability": 0.9873046875}, {"start": 3111.82, "end": 3112.12, "word": " cases", "probability": 0.96435546875}, {"start": 3112.12, "end": 3112.46, "word": " هذه", "probability": 0.50146484375}, {"start": 3112.46, "end": 3113.48, "word": " false", "probability": 0.361572265625}, {"start": 3113.48, "end": 3113.98, "word": " لكن", "probability": 0.82275390625}, {"start": 3113.98, "end": 3114.28, "word": " هو", "probability": 0.943359375}, {"start": 3114.28, "end": 3114.76, "word": " جزء", "probability": 0.99609375}, {"start": 3114.76, "end": 3115.32, "word": " حقيقة", "probability": 0.9158528645833334}, {"start": 3115.32, "end": 3116.46, "word": " جزء", "probability": 0.9573567708333334}, {"start": 3116.46, "end": 3116.84, "word": " منها", "probability": 0.994873046875}, {"start": 3116.84, "end": 3117.48, "word": " بحيث", "probability": 0.991943359375}, {"start": 3117.48, "end": 3117.76, "word": " أنه", "probability": 0.5625}, {"start": 3117.76, "end": 3117.92, "word": " ال", "probability": 0.9619140625}, {"start": 3117.92, "end": 3118.24, "word": " event", "probability": 0.96142578125}, {"start": 3118.24, "end": 3118.58, "word": " هذه", "probability": 0.367431640625}, {"start": 3118.58, "end": 3119.22, "word": " occurs", "probability": 0.89892578125}, {"start": 3119.22, "end": 3120.58, "word": " من", "probability": 0.97119140625}, {"start": 3120.58, "end": 3120.9, "word": " خلال", "probability": 0.994140625}, {"start": 3120.9, "end": 3121.34, "word": " الحالات", "probability": 0.8367513020833334}, {"start": 3121.34, "end": 3121.6, "word": " هذه", "probability": 0.94482421875}, {"start": 3121.6, "end": 3121.8, "word": " ال", "probability": 0.95556640625}, {"start": 3121.8, "end": 3122.02, "word": " event", "probability": 0.9365234375}, {"start": 3122.02, "end": 3122.24, "word": " ده", "probability": 0.5948486328125}, {"start": 3122.24, "end": 3122.6, "word": " حدث", "probability": 0.9969075520833334}, {"start": 3122.6, "end": 3123.3, "word": " في", "probability": 0.8125}, {"start": 3123.3, "end": 3123.48, "word": " أكم", "probability": 0.7744140625}, {"start": 3123.48, "end": 3123.82, "word": " حالة", "probability": 0.9972330729166666}, {"start": 3123.82, "end": 3124.04, "word": " منهم", "probability": 0.985595703125}, {"start": 3124.04, "end": 3125.08, "word": " حدث؟", "probability": 0.8759765625}, {"start": 3125.08, "end": 3125.18, "word": " في", "probability": 0.91748046875}, {"start": 3125.18, "end": 3125.5, "word": " خمسة", "probability": 0.9293212890625}, {"start": 3125.5, "end": 3125.6, "word": " من", "probability": 0.9951171875}, {"start": 3125.6, "end": 3125.94, "word": " عشرة", "probability": 0.9417317708333334}, {"start": 3125.94, "end": 3126.94, "word": " في", "probability": 0.72998046875}, {"start": 3126.94, "end": 3127.22, "word": " سبعة", "probability": 0.98583984375}, {"start": 3127.22, "end": 3127.38, "word": " من", "probability": 0.99560546875}, {"start": 3127.38, "end": 3127.84, "word": " تمانية", "probability": 0.9728190104166666}, {"start": 3127.84, "end": 3128.3, "word": " في", "probability": 0.66259765625}, {"start": 3128.3, "end": 3128.52, "word": " ..", "probability": 0.55712890625}, {"start": 3128.52, "end": 3128.6, "word": " و", "probability": 0.72509765625}, {"start": 3128.6, "end": 3128.98, "word": " هكذا", "probability": 0.853515625}, {"start": 3128.98, "end": 3129.94, "word": " مجموعة", "probability": 0.90673828125}, {"start": 3129.94, "end": 3130.1, "word": " ال", "probability": 0.98974609375}, {"start": 3130.1, "end": 3130.38, "word": " cases", "probability": 0.97265625}, {"start": 3130.38, "end": 3130.82, "word": " ككل", "probability": 0.9716796875}, {"start": 3130.82, "end": 3131.24, "word": " ال", "probability": 0.96630859375}, {"start": 3131.24, "end": 3131.48, "word": " cases", "probability": 0.97265625}, {"start": 3131.48, "end": 3131.7, "word": " هذه", "probability": 0.7470703125}, {"start": 3131.7, "end": 3131.92, "word": " بكل", "probability": 0.944580078125}, {"start": 3131.92, "end": 3132.2, "word": " بساطة", "probability": 0.99169921875}, {"start": 3132.2, "end": 3132.48, "word": " كأنك", "probability": 0.8653971354166666}, {"start": 3132.48, "end": 3132.62, "word": " بدي", "probability": 0.591796875}, {"start": 3132.62, "end": 3132.92, "word": " تعمل", "probability": 0.826171875}, {"start": 3132.92, "end": 3133.42, "word": " تجربة", "probability": 0.952392578125}], "temperature": 1.0}, {"id": 138, "seek": 316272, "start": 3134.16, "end": 3162.72, "text": "و ال event هذا أنه طلع معاك رقم معين كنتج للتجربة فانت بتيجي بتعمل احتمالية أنه فعلا كل ما بتعمل التجربة بده يطلع نفس النتج عملت التجربة مائة مرة النتج دايما مظبوط في خليني أقول تمانين مرة فإذا بقول احتمال أنه يطلع النتج هذا إذا عملت نفس التجربة تمانين في المية و and so on و هكذا تمام بنقدر ال probability أيضا نعرفها تحت اسم scientific measure of chance", "tokens": [2407, 2423, 2280, 23758, 14739, 3224, 23032, 1211, 3615, 20449, 995, 4117, 12602, 4587, 2304, 20449, 9957, 9122, 29399, 7435, 24976, 2655, 7435, 25513, 3660, 6156, 7649, 2655, 39894, 1829, 7435, 1829, 39894, 25957, 1211, 1975, 33753, 2304, 6027, 10632, 14739, 3224, 6156, 3615, 15040, 28242, 19446, 39894, 25957, 1211, 16712, 7435, 25513, 3660, 47525, 3224, 7251, 9566, 1211, 3615, 8717, 36178, 28239, 2655, 7435, 6225, 42213, 2655, 16712, 7435, 25513, 3660, 3714, 16373, 3660, 3714, 25720, 28239, 2655, 7435, 11778, 47302, 15042, 3714, 19913, 3555, 2407, 9566, 8978, 16490, 1211, 9957, 1829, 5551, 39648, 46811, 7649, 9957, 3714, 25720, 6156, 28814, 15730, 4724, 39648, 1975, 33753, 2304, 6027, 14739, 3224, 7251, 9566, 1211, 3615, 28239, 2655, 7435, 23758, 11933, 15730, 6225, 42213, 2655, 8717, 36178, 16712, 7435, 25513, 3660, 46811, 7649, 9957, 8978, 9673, 10632, 4032, 293, 370, 322, 4032, 8032, 4117, 15730, 46811, 10943, 44945, 28543, 2288, 2423, 8482, 36632, 11242, 995, 8717, 3615, 28480, 11296, 6055, 33753, 24525, 2304, 8134, 3481, 295, 2931], "avg_logprob": -0.14820359192208615, "compression_ratio": 1.98, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 3134.16, "end": 3134.36, "word": "و", "probability": 0.95849609375}, {"start": 3134.36, "end": 3134.46, "word": " ال", "probability": 0.64697265625}, {"start": 3134.46, "end": 3134.76, "word": " event", "probability": 0.9287109375}, {"start": 3134.76, "end": 3135.04, "word": " هذا", "probability": 0.61865234375}, {"start": 3135.04, "end": 3135.5, "word": " أنه", "probability": 0.70947265625}, {"start": 3135.5, "end": 3136.46, "word": " طلع", "probability": 0.7952473958333334}, {"start": 3136.46, "end": 3136.74, "word": " معاك", "probability": 0.9915364583333334}, {"start": 3136.74, "end": 3137.04, "word": " رقم", "probability": 0.908203125}, {"start": 3137.04, "end": 3137.5, "word": " معين", "probability": 0.9833984375}, {"start": 3137.5, "end": 3138.2, "word": " كنتج", "probability": 0.8977864583333334}, {"start": 3138.2, "end": 3138.74, "word": " للتجربة", "probability": 0.96513671875}, {"start": 3138.74, "end": 3139.16, "word": " فانت", "probability": 0.7786458333333334}, {"start": 3139.16, "end": 3139.38, "word": " بتيجي", "probability": 0.783447265625}, {"start": 3139.38, "end": 3139.68, "word": " بتعمل", "probability": 0.8909505208333334}, {"start": 3139.68, "end": 3140.36, "word": " احتمالية", "probability": 0.97890625}, {"start": 3140.36, "end": 3140.7, "word": " أنه", "probability": 0.7208251953125}, {"start": 3140.7, "end": 3140.98, "word": " فعلا", "probability": 0.927734375}, {"start": 3140.98, "end": 3141.16, "word": " كل", "probability": 0.97265625}, {"start": 3141.16, "end": 3141.26, "word": " ما", "probability": 0.90087890625}, {"start": 3141.26, "end": 3141.62, "word": " بتعمل", "probability": 0.7727864583333334}, {"start": 3141.62, "end": 3142.0, "word": " التجربة", "probability": 0.977294921875}, {"start": 3142.0, "end": 3142.14, "word": " بده", "probability": 0.62548828125}, {"start": 3142.14, "end": 3142.34, "word": " يطلع", "probability": 0.9879150390625}, {"start": 3142.34, "end": 3142.56, "word": " نفس", "probability": 0.998291015625}, {"start": 3142.56, "end": 3143.02, "word": " النتج", "probability": 0.7858072916666666}, {"start": 3143.02, "end": 3144.74, "word": " عملت", "probability": 0.8961588541666666}, {"start": 3144.74, "end": 3145.22, "word": " التجربة", "probability": 0.9898681640625}, {"start": 3145.22, "end": 3145.52, "word": " مائة", "probability": 0.720703125}, {"start": 3145.52, "end": 3145.8, "word": " مرة", "probability": 0.98095703125}, {"start": 3145.8, "end": 3146.68, "word": " النتج", "probability": 0.7467447916666666}, {"start": 3146.68, "end": 3147.0, "word": " دايما", "probability": 0.81103515625}, {"start": 3147.0, "end": 3147.6, "word": " مظبوط", "probability": 0.86337890625}, {"start": 3147.6, "end": 3148.42, "word": " في", "probability": 0.91796875}, {"start": 3148.42, "end": 3149.5, "word": " خليني", "probability": 0.6558837890625}, {"start": 3149.5, "end": 3149.66, "word": " أقول", "probability": 0.7939453125}, {"start": 3149.66, "end": 3150.02, "word": " تمانين", "probability": 0.8424479166666666}, {"start": 3150.02, "end": 3150.32, "word": " مرة", "probability": 0.984619140625}, {"start": 3150.32, "end": 3150.84, "word": " فإذا", "probability": 0.85888671875}, {"start": 3150.84, "end": 3151.12, "word": " بقول", "probability": 0.964599609375}, {"start": 3151.12, "end": 3151.6, "word": " احتمال", "probability": 0.962890625}, {"start": 3151.6, "end": 3151.82, "word": " أنه", "probability": 0.82861328125}, {"start": 3151.82, "end": 3152.06, "word": " يطلع", "probability": 0.9964599609375}, {"start": 3152.06, "end": 3152.44, "word": " النتج", "probability": 0.9119466145833334}, {"start": 3152.44, "end": 3152.64, "word": " هذا", "probability": 0.91064453125}, {"start": 3152.64, "end": 3152.8, "word": " إذا", "probability": 0.925048828125}, {"start": 3152.8, "end": 3153.06, "word": " عملت", "probability": 0.9915364583333334}, {"start": 3153.06, "end": 3153.22, "word": " نفس", "probability": 0.991943359375}, {"start": 3153.22, "end": 3153.8, "word": " التجربة", "probability": 0.9898681640625}, {"start": 3153.8, "end": 3154.3, "word": " تمانين", "probability": 0.9285481770833334}, {"start": 3154.3, "end": 3154.42, "word": " في", "probability": 0.6337890625}, {"start": 3154.42, "end": 3154.78, "word": " المية", "probability": 0.885986328125}, {"start": 3154.78, "end": 3155.2, "word": " و", "probability": 0.91650390625}, {"start": 3155.2, "end": 3155.38, "word": " and", "probability": 0.49658203125}, {"start": 3155.38, "end": 3155.56, "word": " so", "probability": 0.92041015625}, {"start": 3155.56, "end": 3155.72, "word": " on", "probability": 0.9619140625}, {"start": 3155.72, "end": 3155.88, "word": " و", "probability": 0.65234375}, {"start": 3155.88, "end": 3156.24, "word": " هكذا", "probability": 0.8577473958333334}, {"start": 3156.24, "end": 3156.96, "word": " تمام", "probability": 0.88330078125}, {"start": 3156.96, "end": 3157.7, "word": " بنقدر", "probability": 0.8313802083333334}, {"start": 3157.7, "end": 3158.54, "word": " ال", "probability": 0.84912109375}, {"start": 3158.54, "end": 3158.94, "word": " probability", "probability": 0.9677734375}, {"start": 3158.94, "end": 3159.26, "word": " أيضا", "probability": 0.9051106770833334}, {"start": 3159.26, "end": 3159.7, "word": " نعرفها", "probability": 0.94775390625}, {"start": 3159.7, "end": 3159.88, "word": " تحت", "probability": 0.99658203125}, {"start": 3159.88, "end": 3160.18, "word": " اسم", "probability": 0.947998046875}, {"start": 3160.18, "end": 3160.88, "word": " scientific", "probability": 0.6630859375}, {"start": 3160.88, "end": 3161.7, "word": " measure", "probability": 0.83837890625}, {"start": 3161.7, "end": 3162.08, "word": " of", "probability": 0.978515625}, {"start": 3162.08, "end": 3162.72, "word": " chance", "probability": 0.9453125}], "temperature": 1.0}, {"id": 139, "seek": 317418, "start": 3163.84, "end": 3174.18, "text": "هى قياس الفرص .. قياس الفرص بشكل علمى .. قياس الفرص لما عملت ال meet تجربة أكم فرصة ممكن يظهر فيها الناتج اللى أنا متخيله", "tokens": [3224, 7578, 12174, 25528, 3794, 27188, 2288, 9381, 4386, 12174, 25528, 3794, 27188, 2288, 9381, 4724, 8592, 28820, 11203, 2304, 7578, 4386, 12174, 25528, 3794, 27188, 2288, 9381, 5296, 15042, 6225, 42213, 2655, 2423, 1677, 6055, 7435, 25513, 3660, 5551, 24793, 6156, 2288, 9381, 3660, 3714, 43020, 7251, 19913, 3224, 2288, 8978, 11296, 28239, 9307, 7435, 13672, 7578, 41850, 44650, 9778, 26895, 3224], "avg_logprob": -0.1264648453798145, "compression_ratio": 1.6535433070866141, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 3163.8399999999997, "end": 3164.6, "word": "هى", "probability": 0.670166015625}, {"start": 3164.6, "end": 3165.34, "word": " قياس", "probability": 0.9767252604166666}, {"start": 3165.34, "end": 3165.88, "word": " الفرص", "probability": 0.984375}, {"start": 3165.88, "end": 3166.58, "word": " ..", "probability": 0.5224609375}, {"start": 3166.58, "end": 3166.9, "word": " قياس", "probability": 0.9461263020833334}, {"start": 3166.9, "end": 3167.22, "word": " الفرص", "probability": 0.9908854166666666}, {"start": 3167.22, "end": 3167.66, "word": " بشكل", "probability": 0.9943033854166666}, {"start": 3167.66, "end": 3168.28, "word": " علمى", "probability": 0.9708658854166666}, {"start": 3168.28, "end": 3168.66, "word": " ..", "probability": 0.83056640625}, {"start": 3168.66, "end": 3168.98, "word": " قياس", "probability": 0.9527994791666666}, {"start": 3168.98, "end": 3169.32, "word": " الفرص", "probability": 0.9913736979166666}, {"start": 3169.32, "end": 3169.72, "word": " لما", "probability": 0.7060546875}, {"start": 3169.72, "end": 3170.02, "word": " عملت", "probability": 0.9694010416666666}, {"start": 3170.02, "end": 3170.1, "word": " ال", "probability": 0.64013671875}, {"start": 3170.1, "end": 3170.22, "word": " meet", "probability": 0.18115234375}, {"start": 3170.22, "end": 3170.78, "word": " تجربة", "probability": 0.974853515625}, {"start": 3170.78, "end": 3171.44, "word": " أكم", "probability": 0.735107421875}, {"start": 3171.44, "end": 3172.12, "word": " فرصة", "probability": 0.986328125}, {"start": 3172.12, "end": 3172.44, "word": " ممكن", "probability": 0.9921875}, {"start": 3172.44, "end": 3172.82, "word": " يظهر", "probability": 0.998779296875}, {"start": 3172.82, "end": 3173.04, "word": " فيها", "probability": 0.9755859375}, {"start": 3173.04, "end": 3173.44, "word": " الناتج", "probability": 0.8474934895833334}, {"start": 3173.44, "end": 3173.54, "word": " اللى", "probability": 0.961669921875}, {"start": 3173.54, "end": 3173.68, "word": " أنا", "probability": 0.77978515625}, {"start": 3173.68, "end": 3174.18, "word": " متخيله", "probability": 0.9111328125}], "temperature": 1.0}, {"id": 140, "seek": 320112, "start": 3175.42, "end": 3201.12, "text": "80 مرة فهذه كفرص تمام بكل بساطة ال probability هي in between او هي تعتبر في نهاية numerical index بمعنى هو مؤشر رقمي مؤشر .. مؤشر رقمي بين ال zero وهذا بسميه absolute impossibility absolute بمعنى اللا إمكانية المطلقة لا إمكانية مطلقة فإذا zero او", "tokens": [4702, 3714, 25720, 6156, 3224, 24192, 9122, 5172, 2288, 9381, 46811, 10943, 4724, 28820, 4724, 3794, 41193, 3660, 2423, 8482, 39896, 294, 1296, 1975, 2407, 39896, 6055, 34268, 26890, 8978, 8717, 11296, 10632, 29054, 8186, 4724, 2304, 3615, 1863, 7578, 31439, 3714, 33604, 46309, 12602, 4587, 2304, 1829, 3714, 33604, 46309, 4386, 3714, 33604, 46309, 12602, 4587, 2304, 1829, 49374, 2423, 4018, 37037, 15730, 4724, 38251, 1829, 3224, 8236, 38802, 2841, 8236, 4724, 2304, 3615, 1863, 7578, 13672, 995, 11933, 2304, 41361, 10632, 9673, 9566, 1211, 28671, 20193, 11933, 2304, 41361, 10632, 3714, 9566, 1211, 28671, 6156, 28814, 15730, 4018, 1975, 2407], "avg_logprob": -0.15222996965195368, "compression_ratio": 1.6217391304347826, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 3175.42, "end": 3175.8, "word": "80", "probability": 0.330322265625}, {"start": 3175.8, "end": 3176.18, "word": " مرة", "probability": 0.938720703125}, {"start": 3176.18, "end": 3177.36, "word": " فهذه", "probability": 0.6710611979166666}, {"start": 3177.36, "end": 3178.32, "word": " كفرص", "probability": 0.80975341796875}, {"start": 3178.32, "end": 3179.88, "word": " تمام", "probability": 0.848388671875}, {"start": 3179.88, "end": 3180.82, "word": " بكل", "probability": 0.908935546875}, {"start": 3180.82, "end": 3181.18, "word": " بساطة", "probability": 0.98193359375}, {"start": 3181.18, "end": 3181.28, "word": " ال", "probability": 0.80517578125}, {"start": 3181.28, "end": 3181.6, "word": " probability", "probability": 0.80615234375}, {"start": 3181.6, "end": 3182.3, "word": " هي", "probability": 0.86865234375}, {"start": 3182.3, "end": 3182.74, "word": " in", "probability": 0.87841796875}, {"start": 3182.74, "end": 3183.08, "word": " between", "probability": 0.8154296875}, {"start": 3183.08, "end": 3183.3, "word": " او", "probability": 0.7371826171875}, {"start": 3183.3, "end": 3183.42, "word": " هي", "probability": 0.85791015625}, {"start": 3183.42, "end": 3183.8, "word": " تعتبر", "probability": 0.9661458333333334}, {"start": 3183.8, "end": 3183.92, "word": " في", "probability": 0.56982421875}, {"start": 3183.92, "end": 3184.2, "word": " نهاية", "probability": 0.8369140625}, {"start": 3184.2, "end": 3184.88, "word": " numerical", "probability": 0.9765625}, {"start": 3184.88, "end": 3185.62, "word": " index", "probability": 0.87109375}, {"start": 3185.62, "end": 3186.02, "word": " بمعنى", "probability": 0.9462890625}, {"start": 3186.02, "end": 3186.18, "word": " هو", "probability": 0.689453125}, {"start": 3186.18, "end": 3186.54, "word": " مؤشر", "probability": 0.9539388020833334}, {"start": 3186.54, "end": 3186.98, "word": " رقمي", "probability": 0.967529296875}, {"start": 3186.98, "end": 3187.56, "word": " مؤشر", "probability": 0.790283203125}, {"start": 3187.56, "end": 3187.62, "word": " ..", "probability": 0.55322265625}, {"start": 3187.62, "end": 3188.14, "word": " مؤشر", "probability": 0.90673828125}, {"start": 3188.14, "end": 3188.78, "word": " رقمي", "probability": 0.985107421875}, {"start": 3188.78, "end": 3189.1, "word": " بين", "probability": 0.974609375}, {"start": 3189.1, "end": 3189.54, "word": " ال", "probability": 0.9501953125}, {"start": 3189.54, "end": 3189.86, "word": " zero", "probability": 0.378173828125}, {"start": 3189.86, "end": 3190.32, "word": " وهذا", "probability": 0.883056640625}, {"start": 3190.32, "end": 3191.1, "word": " بسميه", "probability": 0.9212646484375}, {"start": 3191.1, "end": 3192.12, "word": " absolute", "probability": 0.86279296875}, {"start": 3192.12, "end": 3193.54, "word": " impossibility", "probability": 0.911865234375}, {"start": 3193.54, "end": 3195.0, "word": " absolute", "probability": 0.81494140625}, {"start": 3195.0, "end": 3195.56, "word": " بمعنى", "probability": 0.97216796875}, {"start": 3195.56, "end": 3196.42, "word": " اللا", "probability": 0.94287109375}, {"start": 3196.42, "end": 3196.82, "word": " إمكانية", "probability": 0.890869140625}, {"start": 3196.82, "end": 3197.34, "word": " المطلقة", "probability": 0.9752197265625}, {"start": 3197.34, "end": 3197.86, "word": " لا", "probability": 0.81640625}, {"start": 3197.86, "end": 3198.52, "word": " إمكانية", "probability": 0.9515380859375}, {"start": 3198.52, "end": 3199.52, "word": " مطلقة", "probability": 0.92822265625}, {"start": 3199.52, "end": 3200.02, "word": " فإذا", "probability": 0.8704427083333334}, {"start": 3200.02, "end": 3200.34, "word": " zero", "probability": 0.6767578125}, {"start": 3200.34, "end": 3201.12, "word": " او", "probability": 0.7548828125}], "temperature": 1.0}, {"id": 141, "seek": 322753, "start": 3202.47, "end": 3227.53, "text": "بين الـ 0 to h to unity للواحد اللي هي ال absolute certainty اللي هي التأكيد المطلق تأكيد مطلق مدام تأكيد مطلق خالص true فهذا معناه ذلك ان كل probability و زي ما انتوا عارفين من الصفر للواحد تتراوح بدنا عشان نكتر فيه انا عارف ان انتوا ماخدين ال knowledge البسيطة هذه جابل هيك فبدنا ندخل الاشي المهم بالنفس بقالنا فهنقدر نقول ان ال probability لل success", "tokens": [3555, 9957, 2423, 39184, 1958, 281, 276, 281, 18205, 24976, 14407, 24401, 13672, 1829, 39896, 2423, 8236, 27022, 13672, 1829, 39896, 16712, 10721, 4117, 25708, 9673, 9566, 1211, 4587, 6055, 10721, 4117, 25708, 3714, 9566, 1211, 4587, 3714, 3215, 10943, 6055, 10721, 4117, 25708, 3714, 9566, 1211, 4587, 16490, 6027, 9381, 2074, 6156, 3224, 15730, 20449, 8315, 3224, 29910, 23275, 16472, 28242, 8482, 4032, 30767, 1829, 19446, 16472, 2655, 14407, 6225, 9640, 5172, 9957, 9154, 31767, 5172, 2288, 24976, 14407, 24401, 6055, 2655, 23557, 2407, 5016, 47525, 8315, 6225, 8592, 7649, 8717, 4117, 2655, 2288, 8978, 3224, 1975, 8315, 6225, 9640, 5172, 16472, 16472, 2655, 14407, 3714, 47283, 3215, 9957, 2423, 3601, 29739, 3794, 1829, 9566, 3660, 29538, 10874, 16758, 1211, 39896, 4117, 6156, 44510, 8315, 8717, 3215, 9778, 1211, 2423, 33599, 1829, 9673, 16095, 20666, 1863, 36178, 4724, 4587, 6027, 8315, 6156, 3224, 1863, 28543, 2288, 8717, 39648, 16472, 2423, 8482, 24976, 2245], "avg_logprob": -0.16743951401402873, "compression_ratio": 1.875, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 3202.47, "end": 3202.81, "word": "بين", "probability": 0.6690673828125}, {"start": 3202.81, "end": 3203.01, "word": " الـ", "probability": 0.55517578125}, {"start": 3203.01, "end": 3203.19, "word": " 0", "probability": 0.2822265625}, {"start": 3203.19, "end": 3203.55, "word": " to", "probability": 0.55078125}, {"start": 3203.55, "end": 3203.79, "word": " h", "probability": 0.332275390625}, {"start": 3203.79, "end": 3204.07, "word": " to", "probability": 0.80517578125}, {"start": 3204.07, "end": 3204.43, "word": " unity", "probability": 0.9638671875}, {"start": 3204.43, "end": 3205.21, "word": " للواحد", "probability": 0.9049479166666666}, {"start": 3205.21, "end": 3205.37, "word": " اللي", "probability": 0.839111328125}, {"start": 3205.37, "end": 3205.45, "word": " هي", "probability": 0.9326171875}, {"start": 3205.45, "end": 3205.55, "word": " ال", "probability": 0.71484375}, {"start": 3205.55, "end": 3205.95, "word": " absolute", "probability": 0.7587890625}, {"start": 3205.95, "end": 3207.43, "word": " certainty", "probability": 0.82958984375}, {"start": 3207.43, "end": 3208.21, "word": " اللي", "probability": 0.8349609375}, {"start": 3208.21, "end": 3208.37, "word": " هي", "probability": 0.95166015625}, {"start": 3208.37, "end": 3209.11, "word": " التأكيد", "probability": 0.994384765625}, {"start": 3209.11, "end": 3209.67, "word": " المطلق", "probability": 0.9913330078125}, {"start": 3209.67, "end": 3210.41, "word": " تأكيد", "probability": 0.83929443359375}, {"start": 3210.41, "end": 3210.99, "word": " مطلق", "probability": 0.9779052734375}, {"start": 3210.99, "end": 3211.27, "word": " مدام", "probability": 0.5934244791666666}, {"start": 3211.27, "end": 3211.51, "word": " تأكيد", "probability": 0.94921875}, {"start": 3211.51, "end": 3211.73, "word": " مطلق", "probability": 0.9525146484375}, {"start": 3211.73, "end": 3211.99, "word": " خالص", "probability": 0.93017578125}, {"start": 3211.99, "end": 3212.37, "word": " true", "probability": 0.79052734375}, {"start": 3212.37, "end": 3213.05, "word": " فهذا", "probability": 0.908203125}, {"start": 3213.05, "end": 3213.37, "word": " معناه", "probability": 0.8219401041666666}, {"start": 3213.37, "end": 3213.57, "word": " ذلك", "probability": 0.98828125}, {"start": 3213.57, "end": 3213.71, "word": " ان", "probability": 0.46044921875}, {"start": 3213.71, "end": 3213.95, "word": " كل", "probability": 0.89697265625}, {"start": 3213.95, "end": 3214.45, "word": " probability", "probability": 0.87939453125}, {"start": 3214.45, "end": 3214.59, "word": " و", "probability": 0.87548828125}, {"start": 3214.59, "end": 3214.71, "word": " زي", "probability": 0.806884765625}, {"start": 3214.71, "end": 3214.77, "word": " ما", "probability": 0.984375}, {"start": 3214.77, "end": 3214.91, "word": " انتوا", "probability": 0.8523763020833334}, {"start": 3214.91, "end": 3215.23, "word": " عارفين", "probability": 0.988037109375}, {"start": 3215.23, "end": 3215.51, "word": " من", "probability": 0.86865234375}, {"start": 3215.51, "end": 3215.95, "word": " الصفر", "probability": 0.9054361979166666}, {"start": 3215.95, "end": 3217.35, "word": " للواحد", "probability": 0.96533203125}, {"start": 3217.35, "end": 3218.35, "word": " تتراوح", "probability": 0.962890625}, {"start": 3218.35, "end": 3218.87, "word": " بدنا", "probability": 0.68115234375}, {"start": 3218.87, "end": 3219.01, "word": " عشان", "probability": 0.8929036458333334}, {"start": 3219.01, "end": 3219.25, "word": " نكتر", "probability": 0.7476806640625}, {"start": 3219.25, "end": 3219.39, "word": " فيه", "probability": 0.751220703125}, {"start": 3219.39, "end": 3219.43, "word": " انا", "probability": 0.66064453125}, {"start": 3219.43, "end": 3219.67, "word": " عارف", "probability": 0.970703125}, {"start": 3219.67, "end": 3219.77, "word": " ان", "probability": 0.87451171875}, {"start": 3219.77, "end": 3219.97, "word": " انتوا", "probability": 0.9708658854166666}, {"start": 3219.97, "end": 3220.51, "word": " ماخدين", "probability": 0.976318359375}, {"start": 3220.51, "end": 3220.91, "word": " ال", "probability": 0.91650390625}, {"start": 3220.91, "end": 3221.27, "word": " knowledge", "probability": 0.9541015625}, {"start": 3221.27, "end": 3221.75, "word": " البسيطة", "probability": 0.96630859375}, {"start": 3221.75, "end": 3221.95, "word": " هذه", "probability": 0.50732421875}, {"start": 3221.95, "end": 3222.19, "word": " جابل", "probability": 0.6229654947916666}, {"start": 3222.19, "end": 3222.39, "word": " هيك", "probability": 0.953857421875}, {"start": 3222.39, "end": 3223.07, "word": " فبدنا", "probability": 0.9085286458333334}, {"start": 3223.07, "end": 3223.47, "word": " ندخل", "probability": 0.997802734375}, {"start": 3223.47, "end": 3223.95, "word": " الاشي", "probability": 0.7232259114583334}, {"start": 3223.95, "end": 3224.27, "word": " المهم", "probability": 0.990478515625}, {"start": 3224.27, "end": 3224.63, "word": " بالنفس", "probability": 0.9786783854166666}, {"start": 3224.63, "end": 3224.97, "word": " بقالنا", "probability": 0.88134765625}, {"start": 3224.97, "end": 3225.77, "word": " فهنقدر", "probability": 0.848681640625}, {"start": 3225.77, "end": 3225.97, "word": " نقول", "probability": 0.98193359375}, {"start": 3225.97, "end": 3226.11, "word": " ان", "probability": 0.89697265625}, {"start": 3226.11, "end": 3226.51, "word": " ال", "probability": 0.80615234375}, {"start": 3226.51, "end": 3226.91, "word": " probability", "probability": 0.91162109375}, {"start": 3226.91, "end": 3227.17, "word": " لل", "probability": 0.89990234375}, {"start": 3227.17, "end": 3227.53, "word": " success", "probability": 0.8984375}], "temperature": 1.0}, {"id": 142, "seek": 325364, "start": 3228.56, "end": 3253.64, "text": "هي تساوي the number of successes على the number of possible outcomes نفس الكلام ل Probability اللي هي ال failure هي تساوي ال number of failures بأنه chance، في النهاية نتكلم عن chance the number of possible outcomes برضه، نفس الكلام بحيث أنه بقدر أقول ال probability نترجمها ك symbolic language", "tokens": [3224, 1829, 6055, 3794, 995, 45865, 264, 1230, 295, 26101, 15844, 264, 1230, 295, 1944, 10070, 8717, 36178, 2423, 28820, 10943, 5296, 8736, 2310, 13672, 1829, 39896, 2423, 7763, 39896, 6055, 3794, 995, 45865, 2423, 1230, 295, 20774, 4724, 33456, 3224, 2931, 12399, 8978, 28239, 11296, 10632, 8717, 2655, 4117, 19528, 18871, 2931, 264, 1230, 295, 1944, 10070, 4724, 43042, 3224, 12399, 8717, 36178, 2423, 28820, 10943, 4724, 5016, 1829, 12984, 14739, 3224, 4724, 28543, 2288, 5551, 39648, 2423, 8482, 8717, 2655, 47341, 2304, 11296, 9122, 25755, 2856], "avg_logprob": -0.23648173889417326, "compression_ratio": 1.7377777777777779, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3228.56, "end": 3228.86, "word": "هي", "probability": 0.778564453125}, {"start": 3228.86, "end": 3229.34, "word": " تساوي", "probability": 0.95458984375}, {"start": 3229.34, "end": 3229.7, "word": " the", "probability": 0.39697265625}, {"start": 3229.7, "end": 3230.0, "word": " number", "probability": 0.97314453125}, {"start": 3230.0, "end": 3230.2, "word": " of", "probability": 0.98193359375}, {"start": 3230.2, "end": 3230.62, "word": " successes", "probability": 0.81396484375}, {"start": 3230.62, "end": 3231.48, "word": " على", "probability": 0.73291015625}, {"start": 3231.48, "end": 3232.0, "word": " the", "probability": 0.84765625}, {"start": 3232.0, "end": 3232.3, "word": " number", "probability": 0.96044921875}, {"start": 3232.3, "end": 3232.6, "word": " of", "probability": 0.97216796875}, {"start": 3232.6, "end": 3233.2, "word": " possible", "probability": 0.96923828125}, {"start": 3233.2, "end": 3234.06, "word": " outcomes", "probability": 0.88720703125}, {"start": 3234.06, "end": 3235.16, "word": " نفس", "probability": 0.957763671875}, {"start": 3235.16, "end": 3235.58, "word": " الكلام", "probability": 0.9619140625}, {"start": 3235.58, "end": 3235.68, "word": " ل", "probability": 0.487060546875}, {"start": 3235.68, "end": 3236.14, "word": " Probability", "probability": 0.56768798828125}, {"start": 3236.14, "end": 3236.26, "word": " اللي", "probability": 0.8583984375}, {"start": 3236.26, "end": 3236.34, "word": " هي", "probability": 0.87744140625}, {"start": 3236.34, "end": 3236.46, "word": " ال", "probability": 0.740234375}, {"start": 3236.46, "end": 3236.86, "word": " failure", "probability": 0.8515625}, {"start": 3236.86, "end": 3237.3, "word": " هي", "probability": 0.9111328125}, {"start": 3237.3, "end": 3237.7, "word": " تساوي", "probability": 0.95361328125}, {"start": 3237.7, "end": 3237.8, "word": " ال", "probability": 0.32373046875}, {"start": 3237.8, "end": 3238.02, "word": " number", "probability": 0.97509765625}, {"start": 3238.02, "end": 3238.22, "word": " of", "probability": 0.9794921875}, {"start": 3238.22, "end": 3238.72, "word": " failures", "probability": 0.85400390625}, {"start": 3238.72, "end": 3239.26, "word": " بأنه", "probability": 0.5303548177083334}, {"start": 3239.26, "end": 3240.24, "word": " chance،", "probability": 0.589599609375}, {"start": 3240.24, "end": 3240.36, "word": " في", "probability": 0.1790771484375}, {"start": 3240.36, "end": 3240.48, "word": " النهاية", "probability": 0.8177083333333334}, {"start": 3240.48, "end": 3240.78, "word": " نتكلم", "probability": 0.8697509765625}, {"start": 3240.78, "end": 3240.96, "word": " عن", "probability": 0.99462890625}, {"start": 3240.96, "end": 3241.34, "word": " chance", "probability": 0.9111328125}, {"start": 3241.34, "end": 3242.1, "word": " the", "probability": 0.451904296875}, {"start": 3242.1, "end": 3242.38, "word": " number", "probability": 0.97265625}, {"start": 3242.38, "end": 3242.72, "word": " of", "probability": 0.97998046875}, {"start": 3242.72, "end": 3244.6, "word": " possible", "probability": 0.96484375}, {"start": 3244.6, "end": 3245.22, "word": " outcomes", "probability": 0.85546875}, {"start": 3245.22, "end": 3245.72, "word": " برضه،", "probability": 0.833740234375}, {"start": 3245.72, "end": 3245.9, "word": " نفس", "probability": 0.970703125}, {"start": 3245.9, "end": 3246.3, "word": " الكلام", "probability": 0.9765625}, {"start": 3246.3, "end": 3247.04, "word": " بحيث", "probability": 0.8924560546875}, {"start": 3247.04, "end": 3248.22, "word": " أنه", "probability": 0.73046875}, {"start": 3248.22, "end": 3248.5, "word": " بقدر", "probability": 0.99072265625}, {"start": 3248.5, "end": 3248.84, "word": " أقول", "probability": 0.89013671875}, {"start": 3248.84, "end": 3249.18, "word": " ال", "probability": 0.455322265625}, {"start": 3249.18, "end": 3249.78, "word": " probability", "probability": 0.83203125}, {"start": 3249.78, "end": 3250.9, "word": " نترجمها", "probability": 0.84853515625}, {"start": 3250.9, "end": 3251.8, "word": " ك", "probability": 0.99267578125}, {"start": 3251.8, "end": 3252.7, "word": " symbolic", "probability": 0.7978515625}, {"start": 3252.7, "end": 3253.64, "word": " language", "probability": 0.92333984375}], "temperature": 1.0}, {"id": 143, "seek": 327669, "start": 3255.07, "end": 3276.69, "text": "هي probability تساوي success على success plus failure لأن ال outcomes كلها على بعض هي الاتنين دول، يا بنجح يا بنجحش، تمام success or failure بالنسبالي ال failure هنسميها Q وهذا ال failure على برضه المجموعة، على نفس الشغل المجموعة، بحيث ان مجموحهم بساوي واحد", "tokens": [3224, 1829, 8482, 6055, 3794, 995, 45865, 2245, 15844, 2245, 1804, 7763, 5296, 33456, 2423, 10070, 28242, 11296, 15844, 45030, 11242, 39896, 2423, 9307, 1863, 9957, 11778, 12610, 12399, 35186, 44945, 7435, 5016, 35186, 44945, 7435, 5016, 8592, 12399, 46811, 10943, 2245, 420, 7763, 20666, 1863, 35457, 6027, 1829, 2423, 7763, 8032, 1863, 38251, 1829, 11296, 1249, 37037, 15730, 2423, 7763, 15844, 4724, 43042, 3224, 9673, 7435, 2304, 2407, 27884, 12399, 15844, 8717, 36178, 25124, 17082, 1211, 9673, 7435, 2304, 2407, 27884, 12399, 4724, 5016, 1829, 12984, 16472, 3714, 7435, 2304, 2407, 5016, 16095, 4724, 3794, 995, 45865, 36764, 24401], "avg_logprob": -0.22834158769928584, "compression_ratio": 1.747787610619469, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3255.07, "end": 3255.47, "word": "هي", "probability": 0.6649169921875}, {"start": 3255.47, "end": 3256.13, "word": " probability", "probability": 0.82177734375}, {"start": 3256.13, "end": 3256.91, "word": " تساوي", "probability": 0.9351806640625}, {"start": 3256.91, "end": 3257.75, "word": " success", "probability": 0.8037109375}, {"start": 3257.75, "end": 3258.21, "word": " على", "probability": 0.8447265625}, {"start": 3258.21, "end": 3258.71, "word": " success", "probability": 0.93896484375}, {"start": 3258.71, "end": 3259.15, "word": " plus", "probability": 0.80810546875}, {"start": 3259.15, "end": 3259.69, "word": " failure", "probability": 0.8935546875}, {"start": 3259.69, "end": 3260.67, "word": " لأن", "probability": 0.765380859375}, {"start": 3260.67, "end": 3260.83, "word": " ال", "probability": 0.904296875}, {"start": 3260.83, "end": 3261.23, "word": " outcomes", "probability": 0.72216796875}, {"start": 3261.23, "end": 3261.59, "word": " كلها", "probability": 0.956298828125}, {"start": 3261.59, "end": 3261.73, "word": " على", "probability": 0.80712890625}, {"start": 3261.73, "end": 3262.01, "word": " بعض", "probability": 0.9775390625}, {"start": 3262.01, "end": 3262.17, "word": " هي", "probability": 0.72412109375}, {"start": 3262.17, "end": 3262.47, "word": " الاتنين", "probability": 0.74835205078125}, {"start": 3262.47, "end": 3263.79, "word": " دول،", "probability": 0.442626953125}, {"start": 3263.79, "end": 3263.89, "word": " يا", "probability": 0.6669921875}, {"start": 3263.89, "end": 3264.25, "word": " بنجح", "probability": 0.9671223958333334}, {"start": 3264.25, "end": 3264.35, "word": " يا", "probability": 0.79052734375}, {"start": 3264.35, "end": 3265.35, "word": " بنجحش،", "probability": 0.8353515625}, {"start": 3265.35, "end": 3265.71, "word": " تمام", "probability": 0.933349609375}, {"start": 3265.71, "end": 3266.37, "word": " success", "probability": 0.478759765625}, {"start": 3266.37, "end": 3266.71, "word": " or", "probability": 0.92333984375}, {"start": 3266.71, "end": 3267.25, "word": " failure", "probability": 0.92529296875}, {"start": 3267.25, "end": 3267.93, "word": " بالنسبالي", "probability": 0.79638671875}, {"start": 3267.93, "end": 3268.05, "word": " ال", "probability": 0.51953125}, {"start": 3268.05, "end": 3268.33, "word": " failure", "probability": 0.853515625}, {"start": 3268.33, "end": 3269.01, "word": " هنسميها", "probability": 0.79609375}, {"start": 3269.01, "end": 3269.27, "word": " Q", "probability": 0.55419921875}, {"start": 3269.27, "end": 3269.85, "word": " وهذا", "probability": 0.46868896484375}, {"start": 3269.85, "end": 3270.11, "word": " ال", "probability": 0.89697265625}, {"start": 3270.11, "end": 3270.59, "word": " failure", "probability": 0.93603515625}, {"start": 3270.59, "end": 3270.95, "word": " على", "probability": 0.966796875}, {"start": 3270.95, "end": 3271.37, "word": " برضه", "probability": 0.82763671875}, {"start": 3271.37, "end": 3272.25, "word": " المجموعة،", "probability": 0.9061686197916666}, {"start": 3272.25, "end": 3272.35, "word": " على", "probability": 0.82080078125}, {"start": 3272.35, "end": 3272.49, "word": " نفس", "probability": 0.995849609375}, {"start": 3272.49, "end": 3272.81, "word": " الشغل", "probability": 0.8548177083333334}, {"start": 3272.81, "end": 3273.37, "word": " المجموعة،", "probability": 0.9019368489583334}, {"start": 3273.37, "end": 3273.71, "word": " بحيث", "probability": 0.9815673828125}, {"start": 3273.71, "end": 3274.83, "word": " ان", "probability": 0.4404296875}, {"start": 3274.83, "end": 3275.73, "word": " مجموحهم", "probability": 0.8731689453125}, {"start": 3275.73, "end": 3276.43, "word": " بساوي", "probability": 0.71917724609375}, {"start": 3276.43, "end": 3276.69, "word": " واحد", "probability": 0.884765625}], "temperature": 1.0}, {"id": 144, "seek": 329759, "start": 3277.11, "end": 3297.59, "text": "مجموح بسوء واحد لإيش؟ لأنه إذا أجمع هذه مع هذه هنجمع ال numberators فبتصير S زائد F على S زائد F تمام for example لما بنعمل through ل ال coin نرمى ال coin اللي هي العاملة المعدنية نرمى ال coin فواضح إذا كانت هي free balance", "tokens": [2304, 7435, 2304, 2407, 5016, 4724, 3794, 2407, 38207, 36764, 24401, 5296, 28814, 1829, 8592, 22807, 5296, 33456, 3224, 11933, 15730, 5551, 7435, 2304, 3615, 29538, 20449, 29538, 8032, 1863, 7435, 2304, 3615, 2423, 1230, 3391, 6156, 3555, 2655, 9381, 13546, 318, 30767, 16373, 3215, 479, 15844, 318, 30767, 16373, 3215, 479, 46811, 10943, 337, 1365, 5296, 15042, 44945, 25957, 1211, 807, 5296, 2423, 11464, 8717, 2288, 2304, 7578, 2423, 11464, 13672, 1829, 39896, 18863, 10943, 37977, 9673, 22488, 1863, 10632, 8717, 2288, 2304, 7578, 2423, 11464, 6156, 2407, 46958, 5016, 11933, 15730, 25961, 2655, 39896, 1737, 4772], "avg_logprob": -0.2474747474747475, "compression_ratio": 1.5871559633027523, "no_speech_prob": 4.708766937255859e-06, "words": [{"start": 3277.11, "end": 3277.55, "word": "مجموح", "probability": 0.86923828125}, {"start": 3277.55, "end": 3277.83, "word": " بسوء", "probability": 0.42449951171875}, {"start": 3277.83, "end": 3277.97, "word": " واحد", "probability": 0.771728515625}, {"start": 3277.97, "end": 3278.25, "word": " لإيش؟", "probability": 0.61455078125}, {"start": 3278.25, "end": 3278.45, "word": " لأنه", "probability": 0.556884765625}, {"start": 3278.45, "end": 3278.59, "word": " إذا", "probability": 0.568115234375}, {"start": 3278.59, "end": 3278.77, "word": " أجمع", "probability": 0.874267578125}, {"start": 3278.77, "end": 3279.01, "word": " هذه", "probability": 0.265380859375}, {"start": 3279.01, "end": 3279.17, "word": " مع", "probability": 0.96826171875}, {"start": 3279.17, "end": 3279.49, "word": " هذه", "probability": 0.9296875}, {"start": 3279.49, "end": 3280.59, "word": " هنجمع", "probability": 0.815673828125}, {"start": 3280.59, "end": 3281.11, "word": " ال", "probability": 0.75146484375}, {"start": 3281.11, "end": 3281.79, "word": " numberators", "probability": 0.538818359375}, {"start": 3281.79, "end": 3282.81, "word": " فبتصير", "probability": 0.88779296875}, {"start": 3282.81, "end": 3283.25, "word": " S", "probability": 0.55322265625}, {"start": 3283.25, "end": 3283.77, "word": " زائد", "probability": 0.7325032552083334}, {"start": 3283.77, "end": 3284.03, "word": " F", "probability": 0.974609375}, {"start": 3284.03, "end": 3284.27, "word": " على", "probability": 0.763671875}, {"start": 3284.27, "end": 3284.45, "word": " S", "probability": 0.92626953125}, {"start": 3284.45, "end": 3284.59, "word": " زائد", "probability": 0.9347330729166666}, {"start": 3284.59, "end": 3284.83, "word": " F", "probability": 0.98681640625}, {"start": 3284.83, "end": 3286.05, "word": " تمام", "probability": 0.883056640625}, {"start": 3286.05, "end": 3287.65, "word": " for", "probability": 0.609375}, {"start": 3287.65, "end": 3288.13, "word": " example", "probability": 0.96240234375}, {"start": 3288.13, "end": 3288.37, "word": " لما", "probability": 0.881103515625}, {"start": 3288.37, "end": 3288.77, "word": " بنعمل", "probability": 0.97900390625}, {"start": 3288.77, "end": 3289.17, "word": " through", "probability": 0.76611328125}, {"start": 3289.17, "end": 3289.63, "word": " ل", "probability": 0.84130859375}, {"start": 3289.63, "end": 3289.87, "word": " ال", "probability": 0.3779296875}, {"start": 3289.87, "end": 3290.21, "word": " coin", "probability": 0.8310546875}, {"start": 3290.21, "end": 3292.25, "word": " نرمى", "probability": 0.8668212890625}, {"start": 3292.25, "end": 3292.59, "word": " ال", "probability": 0.96826171875}, {"start": 3292.59, "end": 3292.89, "word": " coin", "probability": 0.95166015625}, {"start": 3292.89, "end": 3293.25, "word": " اللي", "probability": 0.8349609375}, {"start": 3293.25, "end": 3293.35, "word": " هي", "probability": 0.93505859375}, {"start": 3293.35, "end": 3293.57, "word": " العاملة", "probability": 0.82861328125}, {"start": 3293.57, "end": 3294.19, "word": " المعدنية", "probability": 0.9779052734375}, {"start": 3294.19, "end": 3294.87, "word": " نرمى", "probability": 0.917724609375}, {"start": 3294.87, "end": 3294.95, "word": " ال", "probability": 0.96875}, {"start": 3294.95, "end": 3295.19, "word": " coin", "probability": 0.96728515625}, {"start": 3295.19, "end": 3296.03, "word": " فواضح", "probability": 0.9500732421875}, {"start": 3296.03, "end": 3296.13, "word": " إذا", "probability": 0.799560546875}, {"start": 3296.13, "end": 3296.43, "word": " كانت", "probability": 0.98388671875}, {"start": 3296.43, "end": 3296.67, "word": " هي", "probability": 0.927734375}, {"start": 3296.67, "end": 3297.17, "word": " free", "probability": 0.7822265625}, {"start": 3297.17, "end": 3297.59, "word": " balance", "probability": 0.953125}], "temperature": 1.0}, {"id": 145, "seek": 331463, "start": 3298.45, "end": 3314.63, "text": "free balance بمعنى انه هيفش فيها لا تانية ولا طعجة ولا فيها اي مشكلة ولا اي تعليمة ولا اي شي بنرميها خلاص انا ضامن انه ايش في الحالة هذه الفرص ل ال head و ال tail equal probability equal probability الأتنين", "tokens": [10792, 4772, 4724, 2304, 3615, 1863, 7578, 16472, 3224, 39896, 5172, 8592, 8978, 11296, 20193, 6055, 7649, 10632, 49429, 23032, 3615, 7435, 3660, 49429, 8978, 11296, 1975, 1829, 37893, 28820, 3660, 49429, 1975, 1829, 37279, 20292, 46007, 49429, 1975, 1829, 44049, 44945, 2288, 2304, 1829, 11296, 16490, 1211, 33546, 1975, 8315, 48812, 10943, 1863, 16472, 3224, 1975, 1829, 8592, 8978, 21542, 6027, 3660, 29538, 27188, 2288, 9381, 5296, 2423, 1378, 4032, 2423, 6838, 2681, 8482, 2681, 8482, 16247, 2655, 1863, 9957], "avg_logprob": -0.22103658609273957, "compression_ratio": 1.7165775401069518, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3298.45, "end": 3298.71, "word": "free", "probability": 0.77294921875}, {"start": 3298.71, "end": 3299.01, "word": " balance", "probability": 0.9111328125}, {"start": 3299.01, "end": 3299.41, "word": " بمعنى", "probability": 0.955859375}, {"start": 3299.41, "end": 3299.59, "word": " انه", "probability": 0.43017578125}, {"start": 3299.59, "end": 3299.97, "word": " هيفش", "probability": 0.5293782552083334}, {"start": 3299.97, "end": 3300.23, "word": " فيها", "probability": 0.98681640625}, {"start": 3300.23, "end": 3300.37, "word": " لا", "probability": 0.81640625}, {"start": 3300.37, "end": 3300.69, "word": " تانية", "probability": 0.9641927083333334}, {"start": 3300.69, "end": 3300.85, "word": " ولا", "probability": 0.96240234375}, {"start": 3300.85, "end": 3301.23, "word": " طعجة", "probability": 0.744384765625}, {"start": 3301.23, "end": 3301.37, "word": " ولا", "probability": 0.93359375}, {"start": 3301.37, "end": 3301.63, "word": " فيها", "probability": 0.962646484375}, {"start": 3301.63, "end": 3301.73, "word": " اي", "probability": 0.680419921875}, {"start": 3301.73, "end": 3301.99, "word": " مشكلة", "probability": 0.990234375}, {"start": 3301.99, "end": 3302.13, "word": " ولا", "probability": 0.9560546875}, {"start": 3302.13, "end": 3302.25, "word": " اي", "probability": 0.906494140625}, {"start": 3302.25, "end": 3302.63, "word": " تعليمة", "probability": 0.8966471354166666}, {"start": 3302.63, "end": 3302.77, "word": " ولا", "probability": 0.9677734375}, {"start": 3302.77, "end": 3302.87, "word": " اي", "probability": 0.857421875}, {"start": 3302.87, "end": 3302.99, "word": " شي", "probability": 0.62255859375}, {"start": 3302.99, "end": 3303.85, "word": " بنرميها", "probability": 0.8296142578125}, {"start": 3303.85, "end": 3304.79, "word": " خلاص", "probability": 0.9645182291666666}, {"start": 3304.79, "end": 3304.97, "word": " انا", "probability": 0.7432861328125}, {"start": 3304.97, "end": 3305.37, "word": " ضامن", "probability": 0.8819986979166666}, {"start": 3305.37, "end": 3305.57, "word": " انه", "probability": 0.920654296875}, {"start": 3305.57, "end": 3305.71, "word": " ايش", "probability": 0.80859375}, {"start": 3305.71, "end": 3305.83, "word": " في", "probability": 0.89453125}, {"start": 3305.83, "end": 3306.11, "word": " الحالة", "probability": 0.96923828125}, {"start": 3306.11, "end": 3306.35, "word": " هذه", "probability": 0.5927734375}, {"start": 3306.35, "end": 3307.51, "word": " الفرص", "probability": 0.96240234375}, {"start": 3307.51, "end": 3307.83, "word": " ل", "probability": 0.5693359375}, {"start": 3307.83, "end": 3308.55, "word": " ال", "probability": 0.80126953125}, {"start": 3308.55, "end": 3308.87, "word": " head", "probability": 0.378662109375}, {"start": 3308.87, "end": 3309.31, "word": " و", "probability": 0.80517578125}, {"start": 3309.31, "end": 3309.73, "word": " ال", "probability": 0.93798828125}, {"start": 3309.73, "end": 3310.07, "word": " tail", "probability": 0.9326171875}, {"start": 3310.07, "end": 3311.89, "word": " equal", "probability": 0.93115234375}, {"start": 3311.89, "end": 3312.93, "word": " probability", "probability": 0.97265625}, {"start": 3312.93, "end": 3313.61, "word": " equal", "probability": 0.529296875}, {"start": 3313.61, "end": 3314.21, "word": " probability", "probability": 0.9775390625}, {"start": 3314.21, "end": 3314.63, "word": " الأتنين", "probability": 0.778045654296875}], "temperature": 1.0}, {"id": 146, "seek": 333343, "start": 3315.23, "end": 3333.43, "text": "مدام equal probability و انا عارف ان مجموحهم لازم يسووا واحد، يا انا نص لكل واحدة، لو نص لكل واحدة، فالhead زائد tail ال chances لهذه زائد ال chances لهذه بيساوي في النهاية واحد، بحيث ان كل واحدة منهم هي نص ك probability، ك value of probability، تمام، نصل اللي بدناياه", "tokens": [2304, 3215, 10943, 2681, 8482, 4032, 1975, 8315, 6225, 9640, 5172, 16472, 3714, 7435, 2304, 2407, 5016, 16095, 5296, 31377, 2304, 7251, 3794, 2407, 14407, 36764, 24401, 12399, 35186, 1975, 8315, 8717, 9381, 5296, 28820, 36764, 24401, 3660, 12399, 45164, 8717, 9381, 5296, 28820, 36764, 24401, 3660, 12399, 6156, 6027, 1934, 30767, 16373, 3215, 6838, 2423, 10486, 46740, 24192, 30767, 16373, 3215, 2423, 10486, 46740, 24192, 4724, 1829, 3794, 995, 45865, 8978, 28239, 11296, 10632, 36764, 24401, 12399, 4724, 5016, 1829, 12984, 16472, 28242, 36764, 24401, 3660, 9154, 16095, 39896, 8717, 9381, 9122, 8482, 12399, 9122, 2158, 295, 8482, 12399, 46811, 10943, 12399, 8717, 36520, 13672, 1829, 47525, 8315, 25528, 3224], "avg_logprob": -0.2385602622692074, "compression_ratio": 1.8539823008849559, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 3315.23, "end": 3315.57, "word": "مدام", "probability": 0.494873046875}, {"start": 3315.57, "end": 3315.77, "word": " equal", "probability": 0.70361328125}, {"start": 3315.77, "end": 3316.31, "word": " probability", "probability": 0.5380859375}, {"start": 3316.31, "end": 3316.45, "word": " و", "probability": 0.861328125}, {"start": 3316.45, "end": 3316.53, "word": " انا", "probability": 0.639892578125}, {"start": 3316.53, "end": 3316.83, "word": " عارف", "probability": 0.974609375}, {"start": 3316.83, "end": 3316.95, "word": " ان", "probability": 0.6279296875}, {"start": 3316.95, "end": 3317.41, "word": " مجموحهم", "probability": 0.8268229166666666}, {"start": 3317.41, "end": 3317.61, "word": " لازم", "probability": 0.9638671875}, {"start": 3317.61, "end": 3317.93, "word": " يسووا", "probability": 0.63165283203125}, {"start": 3317.93, "end": 3318.75, "word": " واحد،", "probability": 0.74853515625}, {"start": 3318.75, "end": 3318.89, "word": " يا", "probability": 0.5068359375}, {"start": 3318.89, "end": 3319.03, "word": " انا", "probability": 0.85546875}, {"start": 3319.03, "end": 3319.23, "word": " نص", "probability": 0.97998046875}, {"start": 3319.23, "end": 3319.53, "word": " لكل", "probability": 0.958740234375}, {"start": 3319.53, "end": 3320.19, "word": " واحدة،", "probability": 0.94482421875}, {"start": 3320.19, "end": 3320.39, "word": " لو", "probability": 0.8232421875}, {"start": 3320.39, "end": 3320.63, "word": " نص", "probability": 0.996337890625}, {"start": 3320.63, "end": 3320.91, "word": " لكل", "probability": 0.970947265625}, {"start": 3320.91, "end": 3321.51, "word": " واحدة،", "probability": 0.837890625}, {"start": 3321.51, "end": 3322.57, "word": " فالhead", "probability": 0.7848307291666666}, {"start": 3322.57, "end": 3323.21, "word": " زائد", "probability": 0.8349609375}, {"start": 3323.21, "end": 3323.73, "word": " tail", "probability": 0.5498046875}, {"start": 3323.73, "end": 3324.07, "word": " ال", "probability": 0.3984375}, {"start": 3324.07, "end": 3324.51, "word": " chances", "probability": 0.982421875}, {"start": 3324.51, "end": 3324.93, "word": " لهذه", "probability": 0.7353515625}, {"start": 3324.93, "end": 3325.21, "word": " زائد", "probability": 0.7671712239583334}, {"start": 3325.21, "end": 3325.31, "word": " ال", "probability": 0.8603515625}, {"start": 3325.31, "end": 3325.59, "word": " chances", "probability": 0.9697265625}, {"start": 3325.59, "end": 3325.85, "word": " لهذه", "probability": 0.970703125}, {"start": 3325.85, "end": 3326.29, "word": " بيساوي", "probability": 0.817626953125}, {"start": 3326.29, "end": 3326.61, "word": " في", "probability": 0.892578125}, {"start": 3326.61, "end": 3326.93, "word": " النهاية", "probability": 0.8391927083333334}, {"start": 3326.93, "end": 3327.49, "word": " واحد،", "probability": 0.91162109375}, {"start": 3327.49, "end": 3327.75, "word": " بحيث", "probability": 0.9093017578125}, {"start": 3327.75, "end": 3327.85, "word": " ان", "probability": 0.876953125}, {"start": 3327.85, "end": 3328.09, "word": " كل", "probability": 0.9072265625}, {"start": 3328.09, "end": 3328.33, "word": " واحدة", "probability": 0.9925130208333334}, {"start": 3328.33, "end": 3328.61, "word": " منهم", "probability": 0.990234375}, {"start": 3328.61, "end": 3328.79, "word": " هي", "probability": 0.9384765625}, {"start": 3328.79, "end": 3329.23, "word": " نص", "probability": 0.992919921875}, {"start": 3329.23, "end": 3329.93, "word": " ك", "probability": 0.810546875}, {"start": 3329.93, "end": 3331.15, "word": " probability،", "probability": 0.593505859375}, {"start": 3331.15, "end": 3331.19, "word": " ك", "probability": 0.9560546875}, {"start": 3331.19, "end": 3331.41, "word": " value", "probability": 0.59912109375}, {"start": 3331.41, "end": 3331.51, "word": " of", "probability": 0.31640625}, {"start": 3331.51, "end": 3332.07, "word": " probability،", "probability": 0.6552734375}, {"start": 3332.07, "end": 3332.51, "word": " تمام،", "probability": 0.8606770833333334}, {"start": 3332.51, "end": 3332.75, "word": " نصل", "probability": 0.781005859375}, {"start": 3332.75, "end": 3332.91, "word": " اللي", "probability": 0.779052734375}, {"start": 3332.91, "end": 3333.43, "word": " بدناياه", "probability": 0.8192138671875}], "temperature": 1.0}, {"id": 147, "seek": 335603, "start": 3334.21, "end": 3356.03, "text": "نصل اللي بدنا هي لأن هذا هو المهم في الـ Rule Based الان بدنا نتكلم عن ال Bayesian Rule لأن هي اللي هنستخدمها إذا حدث شيء جدش احتمال حدوث شيء تاني طب ما هي هذه اللي تنطبق تماما مع ال rule اللي احنا بنشتغل عليها؟ if then معناته إذا حدث ال event هذا جدش احتمال أنه يحصل ال conclusion هذا", "tokens": [1863, 36520, 13672, 1829, 47525, 8315, 39896, 5296, 33456, 23758, 31439, 9673, 16095, 8978, 2423, 39184, 27533, 18785, 2423, 7649, 47525, 8315, 8717, 2655, 4117, 19528, 18871, 2423, 7840, 42434, 27533, 5296, 33456, 39896, 13672, 1829, 8032, 1863, 14851, 9778, 40448, 11296, 11933, 15730, 11331, 3215, 12984, 44049, 38207, 10874, 3215, 8592, 1975, 33753, 2304, 6027, 11331, 3215, 2407, 12984, 44049, 38207, 6055, 7649, 1829, 23032, 3555, 19446, 39896, 29538, 13672, 1829, 6055, 1863, 9566, 3555, 4587, 46811, 10943, 995, 20449, 2423, 4978, 13672, 1829, 1975, 5016, 8315, 44945, 8592, 2655, 17082, 1211, 25894, 11296, 22807, 498, 550, 20449, 8315, 47395, 11933, 15730, 11331, 3215, 12984, 2423, 2280, 23758, 10874, 3215, 8592, 1975, 33753, 2304, 6027, 14739, 3224, 7251, 5016, 36520, 2423, 10063, 23758], "avg_logprob": -0.1993750057220459, "compression_ratio": 1.8235294117647058, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 3334.21, "end": 3334.61, "word": "نصل", "probability": 0.73583984375}, {"start": 3334.61, "end": 3334.77, "word": " اللي", "probability": 0.4820556640625}, {"start": 3334.77, "end": 3335.01, "word": " بدنا", "probability": 0.96484375}, {"start": 3335.01, "end": 3335.11, "word": " هي", "probability": 0.2349853515625}, {"start": 3335.11, "end": 3335.27, "word": " لأن", "probability": 0.7109375}, {"start": 3335.27, "end": 3335.47, "word": " هذا", "probability": 0.546875}, {"start": 3335.47, "end": 3335.63, "word": " هو", "probability": 0.935546875}, {"start": 3335.63, "end": 3335.89, "word": " المهم", "probability": 0.99072265625}, {"start": 3335.89, "end": 3336.05, "word": " في", "probability": 0.94140625}, {"start": 3336.05, "end": 3336.15, "word": " الـ", "probability": 0.68701171875}, {"start": 3336.15, "end": 3336.21, "word": " Rule", "probability": 0.48486328125}, {"start": 3336.21, "end": 3336.47, "word": " Based", "probability": 0.62060546875}, {"start": 3336.47, "end": 3337.33, "word": " الان", "probability": 0.49310302734375}, {"start": 3337.33, "end": 3337.91, "word": " بدنا", "probability": 0.61279296875}, {"start": 3337.91, "end": 3338.11, "word": " نتكلم", "probability": 0.99072265625}, {"start": 3338.11, "end": 3338.27, "word": " عن", "probability": 0.9873046875}, {"start": 3338.27, "end": 3338.39, "word": " ال", "probability": 0.97900390625}, {"start": 3338.39, "end": 3338.67, "word": " Bayesian", "probability": 0.6685791015625}, {"start": 3338.67, "end": 3338.95, "word": " Rule", "probability": 0.7265625}, {"start": 3338.95, "end": 3339.45, "word": " لأن", "probability": 0.747802734375}, {"start": 3339.45, "end": 3339.65, "word": " هي", "probability": 0.58935546875}, {"start": 3339.65, "end": 3339.77, "word": " اللي", "probability": 0.969482421875}, {"start": 3339.77, "end": 3340.57, "word": " هنستخدمها", "probability": 0.9278157552083334}, {"start": 3340.57, "end": 3341.55, "word": " إذا", "probability": 0.90771484375}, {"start": 3341.55, "end": 3342.27, "word": " حدث", "probability": 0.99609375}, {"start": 3342.27, "end": 3343.33, "word": " شيء", "probability": 0.877197265625}, {"start": 3343.33, "end": 3343.67, "word": " جدش", "probability": 0.6588541666666666}, {"start": 3343.67, "end": 3344.07, "word": " احتمال", "probability": 0.9583740234375}, {"start": 3344.07, "end": 3344.39, "word": " حدوث", "probability": 0.9886474609375}, {"start": 3344.39, "end": 3344.65, "word": " شيء", "probability": 0.929443359375}, {"start": 3344.65, "end": 3344.91, "word": " تاني", "probability": 0.97314453125}, {"start": 3344.91, "end": 3345.25, "word": " طب", "probability": 0.77734375}, {"start": 3345.25, "end": 3345.35, "word": " ما", "probability": 0.82421875}, {"start": 3345.35, "end": 3345.43, "word": " هي", "probability": 0.7822265625}, {"start": 3345.43, "end": 3345.61, "word": " هذه", "probability": 0.54541015625}, {"start": 3345.61, "end": 3345.71, "word": " اللي", "probability": 0.987060546875}, {"start": 3345.71, "end": 3346.21, "word": " تنطبق", "probability": 0.903515625}, {"start": 3346.21, "end": 3346.75, "word": " تماما", "probability": 0.98486328125}, {"start": 3346.75, "end": 3346.91, "word": " مع", "probability": 0.83984375}, {"start": 3346.91, "end": 3347.05, "word": " ال", "probability": 0.9931640625}, {"start": 3347.05, "end": 3347.19, "word": " rule", "probability": 0.6728515625}, {"start": 3347.19, "end": 3347.31, "word": " اللي", "probability": 0.97900390625}, {"start": 3347.31, "end": 3347.45, "word": " احنا", "probability": 0.79638671875}, {"start": 3347.45, "end": 3347.87, "word": " بنشتغل", "probability": 0.96826171875}, {"start": 3347.87, "end": 3348.81, "word": " عليها؟", "probability": 0.8330078125}, {"start": 3348.81, "end": 3349.09, "word": " if", "probability": 0.51318359375}, {"start": 3349.09, "end": 3349.87, "word": " then", "probability": 0.4267578125}, {"start": 3349.87, "end": 3351.35, "word": " معناته", "probability": 0.8486328125}, {"start": 3351.35, "end": 3352.03, "word": " إذا", "probability": 0.96484375}, {"start": 3352.03, "end": 3352.51, "word": " حدث", "probability": 0.9983723958333334}, {"start": 3352.51, "end": 3352.67, "word": " ال", "probability": 0.96875}, {"start": 3352.67, "end": 3353.01, "word": " event", "probability": 0.962890625}, {"start": 3353.01, "end": 3353.39, "word": " هذا", "probability": 0.7890625}, {"start": 3353.39, "end": 3354.41, "word": " جدش", "probability": 0.9337565104166666}, {"start": 3354.41, "end": 3354.79, "word": " احتمال", "probability": 0.982421875}, {"start": 3354.79, "end": 3354.95, "word": " أنه", "probability": 0.6658935546875}, {"start": 3354.95, "end": 3355.21, "word": " يحصل", "probability": 0.9934895833333334}, {"start": 3355.21, "end": 3355.33, "word": " ال", "probability": 0.9443359375}, {"start": 3355.33, "end": 3355.69, "word": " conclusion", "probability": 0.9580078125}, {"start": 3355.69, "end": 3356.03, "word": " هذا", "probability": 0.82421875}], "temperature": 1.0}, {"id": 148, "seek": 337317, "start": 3357.23, "end": 3373.17, "text": "هذه هي القاعدة الأساسية اللي بدنا إيها عشان هيك ال conditional probability هي أكتر إشي إحنا محتاجين نتعامل معها فحقول probability A condition B هتساوي probability B condition A مضروبة في probability ال A على probability B", "tokens": [3224, 24192, 39896, 25062, 995, 22488, 3660, 16247, 3794, 32277, 10632, 13672, 1829, 47525, 8315, 11933, 1829, 11296, 6225, 8592, 7649, 39896, 4117, 2423, 27708, 8482, 39896, 5551, 4117, 2655, 2288, 11933, 8592, 1829, 11933, 5016, 8315, 3714, 33753, 26108, 9957, 8717, 2655, 3615, 10943, 1211, 20449, 11296, 6156, 5016, 39648, 8482, 316, 4188, 363, 8032, 2655, 3794, 995, 45865, 8482, 363, 4188, 316, 3714, 11242, 32887, 49401, 8978, 8482, 2423, 316, 15844, 8482, 363], "avg_logprob": -0.16539884535105606, "compression_ratio": 1.6808510638297873, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 3357.23, "end": 3357.55, "word": "هذه", "probability": 0.8818359375}, {"start": 3357.55, "end": 3357.85, "word": " هي", "probability": 0.83740234375}, {"start": 3357.85, "end": 3358.53, "word": " القاعدة", "probability": 0.976318359375}, {"start": 3358.53, "end": 3358.97, "word": " الأساسية", "probability": 0.98681640625}, {"start": 3358.97, "end": 3359.07, "word": " اللي", "probability": 0.8369140625}, {"start": 3359.07, "end": 3359.25, "word": " بدنا", "probability": 0.88720703125}, {"start": 3359.25, "end": 3359.41, "word": " إيها", "probability": 0.6632486979166666}, {"start": 3359.41, "end": 3359.67, "word": " عشان", "probability": 0.8390299479166666}, {"start": 3359.67, "end": 3359.83, "word": " هيك", "probability": 0.6865234375}, {"start": 3359.83, "end": 3359.89, "word": " ال", "probability": 0.94091796875}, {"start": 3359.89, "end": 3360.21, "word": " conditional", "probability": 0.214111328125}, {"start": 3360.21, "end": 3360.63, "word": " probability", "probability": 0.919921875}, {"start": 3360.63, "end": 3360.79, "word": " هي", "probability": 0.900390625}, {"start": 3360.79, "end": 3361.05, "word": " أكتر", "probability": 0.9815673828125}, {"start": 3361.05, "end": 3361.39, "word": " إشي", "probability": 0.7183430989583334}, {"start": 3361.39, "end": 3361.75, "word": " إحنا", "probability": 0.8208821614583334}, {"start": 3361.75, "end": 3362.39, "word": " محتاجين", "probability": 0.992431640625}, {"start": 3362.39, "end": 3363.07, "word": " نتعامل", "probability": 0.99013671875}, {"start": 3363.07, "end": 3363.37, "word": " معها", "probability": 0.917236328125}, {"start": 3363.37, "end": 3363.91, "word": " فحقول", "probability": 0.7701822916666666}, {"start": 3363.91, "end": 3364.35, "word": " probability", "probability": 0.916015625}, {"start": 3364.35, "end": 3365.13, "word": " A", "probability": 0.578125}, {"start": 3365.13, "end": 3366.21, "word": " condition", "probability": 0.93408203125}, {"start": 3366.21, "end": 3367.11, "word": " B", "probability": 0.98095703125}, {"start": 3367.11, "end": 3368.05, "word": " هتساوي", "probability": 0.80693359375}, {"start": 3368.05, "end": 3368.49, "word": " probability", "probability": 0.95751953125}, {"start": 3368.49, "end": 3368.75, "word": " B", "probability": 0.92919921875}, {"start": 3368.75, "end": 3369.17, "word": " condition", "probability": 0.9833984375}, {"start": 3369.17, "end": 3369.51, "word": " A", "probability": 0.9921875}, {"start": 3369.51, "end": 3370.29, "word": " مضروبة", "probability": 0.9774169921875}, {"start": 3370.29, "end": 3370.53, "word": " في", "probability": 0.9775390625}, {"start": 3370.53, "end": 3371.15, "word": " probability", "probability": 0.97314453125}, {"start": 3371.15, "end": 3371.39, "word": " ال", "probability": 0.52734375}, {"start": 3371.39, "end": 3371.63, "word": " A", "probability": 0.71630859375}, {"start": 3371.63, "end": 3372.15, "word": " على", "probability": 0.7880859375}, {"start": 3372.15, "end": 3372.67, "word": " probability", "probability": 0.98193359375}, {"start": 3372.67, "end": 3373.17, "word": " B", "probability": 0.94091796875}], "temperature": 1.0}, {"id": 149, "seek": 339943, "start": 3373.99, "end": 3399.43, "text": "بحيث انه probability A condition B هذا اللي بنسميها ال posterior probability اللي محتاجين ان يعني إذا كان أنا بتكلم عن certainty محتاج أكبرها أقصى ما يمكن أحيانا في معظم ال expert system عادة هي عبارة عن ال conditional probability that event A occurs given that event B has occurred", "tokens": [49628, 1829, 12984, 16472, 3224, 8482, 316, 4188, 363, 23758, 13672, 1829, 44945, 38251, 1829, 11296, 2423, 33529, 8482, 2423, 20292, 3714, 33753, 26108, 9957, 16472, 37495, 22653, 11933, 15730, 25961, 41850, 39894, 4117, 19528, 18871, 27022, 3714, 33753, 26108, 5551, 4117, 26890, 11296, 5551, 4587, 9381, 7578, 19446, 7251, 43020, 5551, 5016, 1829, 7649, 995, 8978, 20449, 19913, 2304, 2423, 5844, 1185, 6225, 18513, 3660, 39896, 6225, 3555, 9640, 3660, 18871, 2423, 27708, 8482, 300, 2280, 316, 11843, 2212, 300, 2280, 363, 575, 11068], "avg_logprob": -0.17314679660769397, "compression_ratio": 1.603305785123967, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3373.99, "end": 3374.43, "word": "بحيث", "probability": 0.9773763020833334}, {"start": 3374.43, "end": 3374.75, "word": " انه", "probability": 0.38189697265625}, {"start": 3374.75, "end": 3375.67, "word": " probability", "probability": 0.822265625}, {"start": 3375.67, "end": 3376.27, "word": " A", "probability": 0.4775390625}, {"start": 3376.27, "end": 3376.81, "word": " condition", "probability": 0.65478515625}, {"start": 3376.81, "end": 3377.09, "word": " B", "probability": 0.92822265625}, {"start": 3377.09, "end": 3377.29, "word": " هذا", "probability": 0.49609375}, {"start": 3377.29, "end": 3377.35, "word": " اللي", "probability": 0.9736328125}, {"start": 3377.35, "end": 3377.73, "word": " بنسميها", "probability": 0.8626708984375}, {"start": 3377.73, "end": 3377.83, "word": " ال", "probability": 0.71875}, {"start": 3377.83, "end": 3378.31, "word": " posterior", "probability": 0.78662109375}, {"start": 3378.31, "end": 3379.19, "word": " probability", "probability": 0.9775390625}, {"start": 3379.19, "end": 3381.49, "word": " اللي", "probability": 0.4984130859375}, {"start": 3381.49, "end": 3382.03, "word": " محتاجين", "probability": 0.9959716796875}, {"start": 3382.03, "end": 3382.29, "word": " ان", "probability": 0.466064453125}, {"start": 3382.29, "end": 3382.75, "word": " يعني", "probability": 0.8974609375}, {"start": 3382.75, "end": 3382.99, "word": " إذا", "probability": 0.61126708984375}, {"start": 3382.99, "end": 3383.13, "word": " كان", "probability": 0.73876953125}, {"start": 3383.13, "end": 3383.21, "word": " أنا", "probability": 0.58544921875}, {"start": 3383.21, "end": 3383.57, "word": " بتكلم", "probability": 0.8463541666666666}, {"start": 3383.57, "end": 3383.91, "word": " عن", "probability": 0.99609375}, {"start": 3383.91, "end": 3385.29, "word": " certainty", "probability": 0.869140625}, {"start": 3385.29, "end": 3385.69, "word": " محتاج", "probability": 0.9816080729166666}, {"start": 3385.69, "end": 3386.85, "word": " أكبرها", "probability": 0.890869140625}, {"start": 3386.85, "end": 3387.15, "word": " أقصى", "probability": 0.9697265625}, {"start": 3387.15, "end": 3387.23, "word": " ما", "probability": 0.9111328125}, {"start": 3387.23, "end": 3387.61, "word": " يمكن", "probability": 0.89697265625}, {"start": 3387.61, "end": 3388.77, "word": " أحيانا", "probability": 0.97109375}, {"start": 3388.77, "end": 3389.03, "word": " في", "probability": 0.86962890625}, {"start": 3389.03, "end": 3389.37, "word": " معظم", "probability": 0.998046875}, {"start": 3389.37, "end": 3389.47, "word": " ال", "probability": 0.97705078125}, {"start": 3389.47, "end": 3389.71, "word": " expert", "probability": 0.61376953125}, {"start": 3389.71, "end": 3390.13, "word": " system", "probability": 0.96240234375}, {"start": 3390.13, "end": 3390.53, "word": " عادة", "probability": 0.9850260416666666}, {"start": 3390.53, "end": 3391.19, "word": " هي", "probability": 0.822265625}, {"start": 3391.19, "end": 3391.51, "word": " عبارة", "probability": 0.99755859375}, {"start": 3391.51, "end": 3391.61, "word": " عن", "probability": 0.99609375}, {"start": 3391.61, "end": 3391.71, "word": " ال", "probability": 0.47900390625}, {"start": 3391.71, "end": 3392.11, "word": " conditional", "probability": 0.9033203125}, {"start": 3392.11, "end": 3392.83, "word": " probability", "probability": 0.98486328125}, {"start": 3392.83, "end": 3393.41, "word": " that", "probability": 0.92822265625}, {"start": 3393.41, "end": 3394.11, "word": " event", "probability": 0.89501953125}, {"start": 3394.11, "end": 3395.11, "word": " A", "probability": 0.95068359375}, {"start": 3395.11, "end": 3396.69, "word": " occurs", "probability": 0.94921875}, {"start": 3396.69, "end": 3397.31, "word": " given", "probability": 0.740234375}, {"start": 3397.31, "end": 3397.93, "word": " that", "probability": 0.951171875}, {"start": 3397.93, "end": 3398.29, "word": " event", "probability": 0.85693359375}, {"start": 3398.29, "end": 3398.51, "word": " B", "probability": 0.978515625}, {"start": 3398.51, "end": 3398.91, "word": " has", "probability": 0.93896484375}, {"start": 3398.91, "end": 3399.43, "word": " occurred", "probability": 0.90625}], "temperature": 1.0}, {"id": 150, "seek": 342835, "start": 3400.21, "end": 3428.35, "text": "بمعنى جدش احتمالية حدوث A في حال انه فعلا وقع حدوث B وقع حدوث B تمام هذا ايش بيساوي بيساوي اول term فوق probability B condition A هده is the conditional probability of event B occurring given that event A has occurred طيب هو احتمال B انه يقع تمام اذا وقع فعلا B", "tokens": [3555, 2304, 3615, 1863, 7578, 10874, 3215, 8592, 1975, 33753, 2304, 6027, 10632, 11331, 3215, 2407, 12984, 316, 8978, 11331, 6027, 16472, 3224, 6156, 3615, 15040, 4032, 4587, 3615, 11331, 3215, 2407, 12984, 363, 4032, 4587, 3615, 11331, 3215, 2407, 12984, 363, 46811, 10943, 23758, 1975, 1829, 8592, 4724, 1829, 3794, 995, 45865, 4724, 1829, 3794, 995, 45865, 1975, 12610, 1433, 6156, 30543, 8482, 363, 4188, 316, 8032, 3215, 3224, 307, 264, 27708, 8482, 295, 2280, 363, 18386, 2212, 300, 2280, 316, 575, 11068, 23032, 1829, 3555, 31439, 1975, 33753, 2304, 6027, 363, 16472, 3224, 7251, 4587, 3615, 46811, 10943, 1975, 15730, 4032, 4587, 3615, 6156, 3615, 15040, 363], "avg_logprob": -0.16704545684836128, "compression_ratio": 1.740566037735849, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3400.21, "end": 3400.67, "word": "بمعنى", "probability": 0.96806640625}, {"start": 3400.67, "end": 3400.99, "word": " جدش", "probability": 0.7044270833333334}, {"start": 3400.99, "end": 3401.65, "word": " احتمالية", "probability": 0.9796875}, {"start": 3401.65, "end": 3402.13, "word": " حدوث", "probability": 0.9925537109375}, {"start": 3402.13, "end": 3402.47, "word": " A", "probability": 0.54931640625}, {"start": 3402.47, "end": 3403.33, "word": " في", "probability": 0.8076171875}, {"start": 3403.33, "end": 3403.85, "word": " حال", "probability": 0.990234375}, {"start": 3403.85, "end": 3404.19, "word": " انه", "probability": 0.83447265625}, {"start": 3404.19, "end": 3404.51, "word": " فعلا", "probability": 0.8089192708333334}, {"start": 3404.51, "end": 3404.85, "word": " وقع", "probability": 0.9542643229166666}, {"start": 3404.85, "end": 3405.21, "word": " حدوث", "probability": 0.9921875}, {"start": 3405.21, "end": 3405.43, "word": " B", "probability": 0.9228515625}, {"start": 3405.43, "end": 3406.95, "word": " وقع", "probability": 0.775634765625}, {"start": 3406.95, "end": 3407.39, "word": " حدوث", "probability": 0.993408203125}, {"start": 3407.39, "end": 3407.61, "word": " B", "probability": 0.9609375}, {"start": 3407.61, "end": 3407.99, "word": " تمام", "probability": 0.7391357421875}, {"start": 3407.99, "end": 3408.83, "word": " هذا", "probability": 0.48828125}, {"start": 3408.83, "end": 3408.97, "word": " ايش", "probability": 0.84912109375}, {"start": 3408.97, "end": 3409.39, "word": " بيساوي", "probability": 0.90439453125}, {"start": 3409.39, "end": 3409.85, "word": " بيساوي", "probability": 0.85654296875}, {"start": 3409.85, "end": 3410.13, "word": " اول", "probability": 0.80859375}, {"start": 3410.13, "end": 3410.39, "word": " term", "probability": 0.75146484375}, {"start": 3410.39, "end": 3410.77, "word": " فوق", "probability": 0.6669921875}, {"start": 3410.77, "end": 3411.39, "word": " probability", "probability": 0.68896484375}, {"start": 3411.39, "end": 3411.65, "word": " B", "probability": 0.345947265625}, {"start": 3411.65, "end": 3412.03, "word": " condition", "probability": 0.80859375}, {"start": 3412.03, "end": 3412.35, "word": " A", "probability": 0.97509765625}, {"start": 3412.35, "end": 3413.39, "word": " هده", "probability": 0.4402669270833333}, {"start": 3413.39, "end": 3413.79, "word": " is", "probability": 0.86865234375}, {"start": 3413.79, "end": 3414.09, "word": " the", "probability": 0.86865234375}, {"start": 3414.09, "end": 3414.71, "word": " conditional", "probability": 0.9013671875}, {"start": 3414.71, "end": 3415.51, "word": " probability", "probability": 0.974609375}, {"start": 3415.51, "end": 3415.83, "word": " of", "probability": 0.97705078125}, {"start": 3415.83, "end": 3416.37, "word": " event", "probability": 0.87060546875}, {"start": 3416.37, "end": 3416.77, "word": " B", "probability": 0.982421875}, {"start": 3416.77, "end": 3418.27, "word": " occurring", "probability": 0.74267578125}, {"start": 3418.27, "end": 3418.85, "word": " given", "probability": 0.83154296875}, {"start": 3418.85, "end": 3419.89, "word": " that", "probability": 0.947265625}, {"start": 3419.89, "end": 3420.51, "word": " event", "probability": 0.90576171875}, {"start": 3420.51, "end": 3420.79, "word": " A", "probability": 0.9794921875}, {"start": 3420.79, "end": 3421.19, "word": " has", "probability": 0.93896484375}, {"start": 3421.19, "end": 3421.69, "word": " occurred", "probability": 0.892578125}, {"start": 3421.69, "end": 3422.33, "word": " طيب", "probability": 0.9095052083333334}, {"start": 3422.33, "end": 3422.65, "word": " هو", "probability": 0.91650390625}, {"start": 3422.65, "end": 3423.43, "word": " احتمال", "probability": 0.9903564453125}, {"start": 3423.43, "end": 3424.07, "word": " B", "probability": 0.87548828125}, {"start": 3424.07, "end": 3424.67, "word": " انه", "probability": 0.9326171875}, {"start": 3424.67, "end": 3425.13, "word": " يقع", "probability": 0.9928385416666666}, {"start": 3425.13, "end": 3427.17, "word": " تمام", "probability": 0.760009765625}, {"start": 3427.17, "end": 3427.49, "word": " اذا", "probability": 0.6712646484375}, {"start": 3427.49, "end": 3427.79, "word": " وقع", "probability": 0.9825846354166666}, {"start": 3427.79, "end": 3428.11, "word": " فعلا", "probability": 0.9383138020833334}, {"start": 3428.11, "end": 3428.35, "word": " B", "probability": 0.81787109375}], "temperature": 1.0}, {"id": 151, "seek": 344759, "start": 3429.13, "end": 3447.59, "text": "A جداش هي ممكن تكون مسببة له أو تكون هي ناتج عنه يعني طيب ناخد مثال مؤتمد على B على حدوث B زي لما نفترض إن والله في عند واجفنا على الشباك لجينا", "tokens": [32, 10874, 3215, 33599, 39896, 3714, 43020, 6055, 30544, 47524, 3555, 49401, 46740, 34051, 6055, 30544, 39896, 8717, 9307, 7435, 18871, 3224, 37495, 22653, 23032, 1829, 3555, 8717, 47283, 3215, 50113, 6027, 3714, 33604, 39237, 3215, 15844, 363, 15844, 11331, 3215, 2407, 12984, 363, 30767, 1829, 5296, 15042, 8717, 5172, 2655, 43042, 36145, 16070, 43761, 8978, 43242, 4032, 26108, 5172, 8315, 15844, 25124, 3555, 995, 4117, 5296, 7435, 1829, 8315], "avg_logprob": -0.2133582805244016, "compression_ratio": 1.6193548387096774, "no_speech_prob": 5.0067901611328125e-06, "words": [{"start": 3429.13, "end": 3429.45, "word": "A", "probability": 0.62060546875}, {"start": 3429.45, "end": 3430.53, "word": " جداش", "probability": 0.4957682291666667}, {"start": 3430.53, "end": 3430.75, "word": " هي", "probability": 0.904296875}, {"start": 3430.75, "end": 3431.03, "word": " ممكن", "probability": 0.984619140625}, {"start": 3431.03, "end": 3431.33, "word": " تكون", "probability": 0.98974609375}, {"start": 3431.33, "end": 3431.85, "word": " مسببة", "probability": 0.72705078125}, {"start": 3431.85, "end": 3432.09, "word": " له", "probability": 0.61328125}, {"start": 3432.09, "end": 3432.73, "word": " أو", "probability": 0.78759765625}, {"start": 3432.73, "end": 3432.99, "word": " تكون", "probability": 0.913818359375}, {"start": 3432.99, "end": 3433.15, "word": " هي", "probability": 0.6396484375}, {"start": 3433.15, "end": 3433.47, "word": " ناتج", "probability": 0.9938151041666666}, {"start": 3433.47, "end": 3433.79, "word": " عنه", "probability": 0.954833984375}, {"start": 3433.79, "end": 3434.87, "word": " يعني", "probability": 0.763671875}, {"start": 3434.87, "end": 3435.25, "word": " طيب", "probability": 0.823486328125}, {"start": 3435.25, "end": 3435.93, "word": " ناخد", "probability": 0.9378255208333334}, {"start": 3435.93, "end": 3436.31, "word": " مثال", "probability": 0.98046875}, {"start": 3436.31, "end": 3439.29, "word": " مؤتمد", "probability": 0.820068359375}, {"start": 3439.29, "end": 3439.47, "word": " على", "probability": 0.9169921875}, {"start": 3439.47, "end": 3439.81, "word": " B", "probability": 0.5263671875}, {"start": 3439.81, "end": 3440.39, "word": " على", "probability": 0.5087890625}, {"start": 3440.39, "end": 3440.73, "word": " حدوث", "probability": 0.9908447265625}, {"start": 3440.73, "end": 3440.95, "word": " B", "probability": 0.7705078125}, {"start": 3440.95, "end": 3441.69, "word": " زي", "probability": 0.949462890625}, {"start": 3441.69, "end": 3442.53, "word": " لما", "probability": 0.89111328125}, {"start": 3442.53, "end": 3443.03, "word": " نفترض", "probability": 0.9742431640625}, {"start": 3443.03, "end": 3443.25, "word": " إن", "probability": 0.43115234375}, {"start": 3443.25, "end": 3443.71, "word": " والله", "probability": 0.6761474609375}, {"start": 3443.71, "end": 3443.99, "word": " في", "probability": 0.9736328125}, {"start": 3443.99, "end": 3444.43, "word": " عند", "probability": 0.90869140625}, {"start": 3444.43, "end": 3446.53, "word": " واجفنا", "probability": 0.72979736328125}, {"start": 3446.53, "end": 3446.63, "word": " على", "probability": 0.67724609375}, {"start": 3446.63, "end": 3447.11, "word": " الشباك", "probability": 0.8583984375}, {"start": 3447.11, "end": 3447.59, "word": " لجينا", "probability": 0.9398193359375}], "temperature": 1.0}, {"id": 152, "seek": 347774, "start": 3449.16, "end": 3477.74, "text": "طالبة ماسكة الـ T² عارفين الـ T²؟ اللي هو مصطر الـ T بدي أقول جداش احتمال إنه هي في كلية الهندسة لأنها حاملة T² فإذا صار ال probability تبعتنا هنا أو ال P ال P اللي هو ال event إنه هي حاملة T² و ال A إن هي طالبة في كلية الهندسة فالآن بدي أقول probability إن هي طالبة في كلية الهندسة given إن هي حاملة T²", "tokens": [9566, 6027, 49401, 19446, 3794, 4117, 3660, 2423, 39184, 314, 27643, 6225, 9640, 5172, 9957, 2423, 39184, 314, 27643, 22807, 13672, 1829, 31439, 3714, 9381, 9566, 2288, 2423, 39184, 314, 4724, 16254, 5551, 39648, 10874, 3215, 33599, 1975, 33753, 2304, 6027, 36145, 3224, 39896, 8978, 28242, 10632, 2423, 3224, 41260, 3794, 3660, 5296, 33456, 11296, 11331, 10943, 37977, 314, 27643, 6156, 28814, 15730, 20328, 9640, 2423, 8482, 6055, 3555, 34268, 8315, 34105, 34051, 2423, 430, 2423, 430, 13672, 1829, 31439, 2423, 2280, 36145, 3224, 39896, 11331, 10943, 37977, 314, 27643, 4032, 2423, 316, 36145, 39896, 23032, 6027, 49401, 8978, 28242, 10632, 2423, 3224, 41260, 3794, 3660, 6156, 6027, 148, 48506, 4724, 16254, 5551, 39648, 8482, 36145, 39896, 23032, 6027, 49401, 8978, 28242, 10632, 2423, 3224, 41260, 3794, 3660, 2212, 36145, 39896, 11331, 10943, 37977, 314, 27643], "avg_logprob": -0.17244525721473417, "compression_ratio": 2.18859649122807, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 3449.16, "end": 3449.96, "word": "طالبة", "probability": 0.9527994791666666}, {"start": 3449.96, "end": 3450.76, "word": " ماسكة", "probability": 0.8834228515625}, {"start": 3450.76, "end": 3451.16, "word": " الـ", "probability": 0.778076171875}, {"start": 3451.16, "end": 3451.62, "word": " T²", "probability": 0.574951171875}, {"start": 3451.62, "end": 3452.38, "word": " عارفين", "probability": 0.8958740234375}, {"start": 3452.38, "end": 3452.46, "word": " الـ", "probability": 0.6527099609375}, {"start": 3452.46, "end": 3453.32, "word": " T²؟", "probability": 0.6669108072916666}, {"start": 3453.32, "end": 3453.74, "word": " اللي", "probability": 0.9677734375}, {"start": 3453.74, "end": 3453.98, "word": " هو", "probability": 0.9921875}, {"start": 3453.98, "end": 3454.78, "word": " مصطر", "probability": 0.7646484375}, {"start": 3454.78, "end": 3454.98, "word": " الـ", "probability": 0.857666015625}, {"start": 3454.98, "end": 3455.08, "word": " T", "probability": 0.6416015625}, {"start": 3455.08, "end": 3455.98, "word": " بدي", "probability": 0.625}, {"start": 3455.98, "end": 3456.38, "word": " أقول", "probability": 0.93994140625}, {"start": 3456.38, "end": 3457.14, "word": " جداش", "probability": 0.5121256510416666}, {"start": 3457.14, "end": 3457.72, "word": " احتمال", "probability": 0.973876953125}, {"start": 3457.72, "end": 3458.0, "word": " إنه", "probability": 0.465087890625}, {"start": 3458.0, "end": 3458.3, "word": " هي", "probability": 0.8037109375}, {"start": 3458.3, "end": 3458.64, "word": " في", "probability": 0.94140625}, {"start": 3458.64, "end": 3459.04, "word": " كلية", "probability": 0.80908203125}, {"start": 3459.04, "end": 3459.78, "word": " الهندسة", "probability": 0.99296875}, {"start": 3459.78, "end": 3460.38, "word": " لأنها", "probability": 0.8972981770833334}, {"start": 3460.38, "end": 3460.82, "word": " حاملة", "probability": 0.990234375}, {"start": 3460.82, "end": 3461.66, "word": " T²", "probability": 0.9453125}, {"start": 3461.66, "end": 3462.8, "word": " فإذا", "probability": 0.8264973958333334}, {"start": 3462.8, "end": 3463.08, "word": " صار", "probability": 0.947509765625}, {"start": 3463.08, "end": 3463.2, "word": " ال", "probability": 0.95703125}, {"start": 3463.2, "end": 3463.7, "word": " probability", "probability": 0.685546875}, {"start": 3463.7, "end": 3464.36, "word": " تبعتنا", "probability": 0.9552001953125}, {"start": 3464.36, "end": 3464.6, "word": " هنا", "probability": 0.98193359375}, {"start": 3464.6, "end": 3464.94, "word": " أو", "probability": 0.89404296875}, {"start": 3464.94, "end": 3465.12, "word": " ال", "probability": 0.9716796875}, {"start": 3465.12, "end": 3465.34, "word": " P", "probability": 0.250244140625}, {"start": 3465.34, "end": 3465.78, "word": " ال", "probability": 0.47607421875}, {"start": 3465.78, "end": 3465.92, "word": " P", "probability": 0.8564453125}, {"start": 3465.92, "end": 3466.02, "word": " اللي", "probability": 0.980224609375}, {"start": 3466.02, "end": 3466.14, "word": " هو", "probability": 0.99072265625}, {"start": 3466.14, "end": 3466.3, "word": " ال", "probability": 0.9462890625}, {"start": 3466.3, "end": 3466.72, "word": " event", "probability": 0.95703125}, {"start": 3466.72, "end": 3467.26, "word": " إنه", "probability": 0.734130859375}, {"start": 3467.26, "end": 3467.4, "word": " هي", "probability": 0.64111328125}, {"start": 3467.4, "end": 3467.76, "word": " حاملة", "probability": 0.99658203125}, {"start": 3467.76, "end": 3468.24, "word": " T²", "probability": 0.9833984375}, {"start": 3468.24, "end": 3469.02, "word": " و", "probability": 0.398681640625}, {"start": 3469.02, "end": 3469.2, "word": " ال", "probability": 0.72900390625}, {"start": 3469.2, "end": 3469.44, "word": " A", "probability": 0.95751953125}, {"start": 3469.44, "end": 3469.9, "word": " إن", "probability": 0.853515625}, {"start": 3469.9, "end": 3470.08, "word": " هي", "probability": 0.43408203125}, {"start": 3470.08, "end": 3470.44, "word": " طالبة", "probability": 0.994140625}, {"start": 3470.44, "end": 3470.56, "word": " في", "probability": 0.9716796875}, {"start": 3470.56, "end": 3470.78, "word": " كلية", "probability": 0.88525390625}, {"start": 3470.78, "end": 3471.5, "word": " الهندسة", "probability": 0.99755859375}, {"start": 3471.5, "end": 3472.0, "word": " فالآن", "probability": 0.788330078125}, {"start": 3472.0, "end": 3472.26, "word": " بدي", "probability": 0.95654296875}, {"start": 3472.26, "end": 3472.64, "word": " أقول", "probability": 0.98291015625}, {"start": 3472.64, "end": 3473.76, "word": " probability", "probability": 0.7158203125}, {"start": 3473.76, "end": 3474.26, "word": " إن", "probability": 0.9189453125}, {"start": 3474.26, "end": 3474.44, "word": " هي", "probability": 0.91748046875}, {"start": 3474.44, "end": 3474.8, "word": " طالبة", "probability": 0.9954427083333334}, {"start": 3474.8, "end": 3474.94, "word": " في", "probability": 0.984375}, {"start": 3474.94, "end": 3475.12, "word": " كلية", "probability": 0.927490234375}, {"start": 3475.12, "end": 3475.72, "word": " الهندسة", "probability": 0.99697265625}, {"start": 3475.72, "end": 3476.3, "word": " given", "probability": 0.77099609375}, {"start": 3476.3, "end": 3476.74, "word": " إن", "probability": 0.951171875}, {"start": 3476.74, "end": 3476.94, "word": " هي", "probability": 0.73681640625}, {"start": 3476.94, "end": 3477.28, "word": " حاملة", "probability": 0.9970703125}, {"start": 3477.28, "end": 3477.74, "word": " T²", "probability": 0.990478515625}], "temperature": 1.0}, {"id": 153, "seek": 349672, "start": 3478.76, "end": 3496.72, "text": "تمام طيب في نفس الوجد لما بدي أحسبها بدي أحسب هذا الجزء بمعنى إذا كان هي حاملة T2 لحظي جديش .. جديش الكلية الهندسة تمثل من الناس اللي بيحملوا T2 في الجامعة؟", "tokens": [39237, 10943, 23032, 1829, 3555, 8978, 8717, 36178, 2423, 29245, 3215, 5296, 15042, 4724, 16254, 5551, 5016, 35457, 11296, 4724, 16254, 5551, 5016, 35457, 23758, 25724, 11622, 38207, 4724, 2304, 3615, 1863, 7578, 11933, 15730, 25961, 39896, 11331, 10943, 37977, 314, 17, 5296, 5016, 19913, 1829, 10874, 16254, 8592, 4386, 10874, 16254, 8592, 2423, 28820, 10632, 2423, 3224, 41260, 3794, 3660, 46811, 12984, 1211, 9154, 2423, 8315, 3794, 13672, 1829, 4724, 1829, 35571, 1211, 14407, 314, 17, 8978, 25724, 10943, 27884, 22807], "avg_logprob": -0.1595444338149335, "compression_ratio": 1.6467065868263473, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 3478.76, "end": 3479.16, "word": "تمام", "probability": 0.83447265625}, {"start": 3479.16, "end": 3479.72, "word": " طيب", "probability": 0.7964680989583334}, {"start": 3479.72, "end": 3480.04, "word": " في", "probability": 0.68896484375}, {"start": 3480.04, "end": 3480.26, "word": " نفس", "probability": 0.998291015625}, {"start": 3480.26, "end": 3480.68, "word": " الوجد", "probability": 0.8072916666666666}, {"start": 3480.68, "end": 3481.12, "word": " لما", "probability": 0.897705078125}, {"start": 3481.12, "end": 3481.36, "word": " بدي", "probability": 0.84619140625}, {"start": 3481.36, "end": 3481.88, "word": " أحسبها", "probability": 0.9041748046875}, {"start": 3481.88, "end": 3482.06, "word": " بدي", "probability": 0.7666015625}, {"start": 3482.06, "end": 3482.3, "word": " أحسب", "probability": 0.9576822916666666}, {"start": 3482.3, "end": 3482.5, "word": " هذا", "probability": 0.96142578125}, {"start": 3482.5, "end": 3482.82, "word": " الجزء", "probability": 0.97314453125}, {"start": 3482.82, "end": 3483.52, "word": " بمعنى", "probability": 0.91787109375}, {"start": 3483.52, "end": 3484.2, "word": " إذا", "probability": 0.917724609375}, {"start": 3484.2, "end": 3484.58, "word": " كان", "probability": 0.99658203125}, {"start": 3484.58, "end": 3485.78, "word": " هي", "probability": 0.87109375}, {"start": 3485.78, "end": 3486.52, "word": " حاملة", "probability": 0.9871419270833334}, {"start": 3486.52, "end": 3487.16, "word": " T2", "probability": 0.54437255859375}, {"start": 3487.16, "end": 3488.48, "word": " لحظي", "probability": 0.7784423828125}, {"start": 3488.48, "end": 3490.02, "word": " جديش", "probability": 0.7015787760416666}, {"start": 3490.02, "end": 3490.3, "word": " ..", "probability": 0.442626953125}, {"start": 3490.3, "end": 3490.9, "word": " جديش", "probability": 0.9677734375}, {"start": 3490.9, "end": 3491.7, "word": " الكلية", "probability": 0.6836751302083334}, {"start": 3491.7, "end": 3492.3, "word": " الهندسة", "probability": 0.97626953125}, {"start": 3492.3, "end": 3492.86, "word": " تمثل", "probability": 0.9720052083333334}, {"start": 3492.86, "end": 3493.02, "word": " من", "probability": 0.9921875}, {"start": 3493.02, "end": 3493.3, "word": " الناس", "probability": 0.9928385416666666}, {"start": 3493.3, "end": 3493.38, "word": " اللي", "probability": 0.98095703125}, {"start": 3493.38, "end": 3493.7, "word": " بيحملوا", "probability": 0.85498046875}, {"start": 3493.7, "end": 3494.04, "word": " T2", "probability": 0.979736328125}, {"start": 3494.04, "end": 3494.18, "word": " في", "probability": 0.94384765625}, {"start": 3494.18, "end": 3496.72, "word": " الجامعة؟", "probability": 0.9722900390625}], "temperature": 1.0}, {"id": 154, "seek": 351878, "start": 3498.06, "end": 3518.78, "text": "جديش كلية الهندسة ما هي طالبة في الهندسة جادة أنا بقول .. بشوف احتمالية ان هي طالبة في الهندسة ايه؟ فإذا بقدر اقول هنا جديش احتمال او جديش يمثل ان هي طلبت كلية الهندسة من عينة الناس اللي بيحمل ال T-square من عينة الناس اللي بيحمل ال T-square تمام", "tokens": [7435, 16254, 8592, 28242, 10632, 2423, 3224, 41260, 3794, 3660, 19446, 39896, 23032, 6027, 49401, 8978, 2423, 3224, 41260, 3794, 3660, 10874, 18513, 3660, 41850, 4724, 39648, 4386, 4724, 8592, 38688, 1975, 33753, 2304, 6027, 10632, 16472, 39896, 23032, 6027, 49401, 8978, 2423, 3224, 41260, 3794, 3660, 1975, 1829, 3224, 22807, 6156, 28814, 15730, 4724, 28543, 2288, 1975, 39648, 34105, 10874, 16254, 8592, 1975, 33753, 2304, 6027, 1975, 2407, 10874, 16254, 8592, 7251, 2304, 12984, 1211, 16472, 39896, 23032, 46152, 2655, 28242, 10632, 2423, 3224, 41260, 3794, 3660, 9154, 6225, 9957, 3660, 2423, 8315, 3794, 13672, 1829, 4724, 1829, 35571, 1211, 2423, 314, 12, 33292, 543, 9154, 6225, 9957, 3660, 2423, 8315, 3794, 13672, 1829, 4724, 1829, 35571, 1211, 2423, 314, 12, 33292, 543, 46811, 10943], "avg_logprob": -0.15009842918613764, "compression_ratio": 2.3278688524590163, "no_speech_prob": 1.1324882507324219e-06, "words": [{"start": 3498.06, "end": 3498.66, "word": "جديش", "probability": 0.751953125}, {"start": 3498.66, "end": 3499.08, "word": " كلية", "probability": 0.778564453125}, {"start": 3499.08, "end": 3499.76, "word": " الهندسة", "probability": 0.9912109375}, {"start": 3499.76, "end": 3500.52, "word": " ما", "probability": 0.78369140625}, {"start": 3500.52, "end": 3500.62, "word": " هي", "probability": 0.91650390625}, {"start": 3500.62, "end": 3500.96, "word": " طالبة", "probability": 0.9851888020833334}, {"start": 3500.96, "end": 3501.08, "word": " في", "probability": 0.91845703125}, {"start": 3501.08, "end": 3501.38, "word": " الهندسة", "probability": 0.9947265625}, {"start": 3501.38, "end": 3501.62, "word": " جادة", "probability": 0.4493815104166667}, {"start": 3501.62, "end": 3501.68, "word": " أنا", "probability": 0.5439453125}, {"start": 3501.68, "end": 3501.88, "word": " بقول", "probability": 0.947998046875}, {"start": 3501.88, "end": 3502.04, "word": " ..", "probability": 0.2724609375}, {"start": 3502.04, "end": 3502.56, "word": " بشوف", "probability": 0.7775065104166666}, {"start": 3502.56, "end": 3503.0, "word": " احتمالية", "probability": 0.96826171875}, {"start": 3503.0, "end": 3503.1, "word": " ان", "probability": 0.59912109375}, {"start": 3503.1, "end": 3503.22, "word": " هي", "probability": 0.80322265625}, {"start": 3503.22, "end": 3503.52, "word": " طالبة", "probability": 0.9920247395833334}, {"start": 3503.52, "end": 3503.64, "word": " في", "probability": 0.97021484375}, {"start": 3503.64, "end": 3504.2, "word": " الهندسة", "probability": 0.9970703125}, {"start": 3504.2, "end": 3504.7, "word": " ايه؟", "probability": 0.78668212890625}, {"start": 3504.7, "end": 3504.92, "word": " فإذا", "probability": 0.6663411458333334}, {"start": 3504.92, "end": 3505.28, "word": " بقدر", "probability": 0.97802734375}, {"start": 3505.28, "end": 3505.5, "word": " اقول", "probability": 0.758544921875}, {"start": 3505.5, "end": 3505.8, "word": " هنا", "probability": 0.98095703125}, {"start": 3505.8, "end": 3506.5, "word": " جديش", "probability": 0.8990885416666666}, {"start": 3506.5, "end": 3507.12, "word": " احتمال", "probability": 0.9825439453125}, {"start": 3507.12, "end": 3508.12, "word": " او", "probability": 0.8369140625}, {"start": 3508.12, "end": 3508.44, "word": " جديش", "probability": 0.9801432291666666}, {"start": 3508.44, "end": 3509.02, "word": " يمثل", "probability": 0.986328125}, {"start": 3509.02, "end": 3509.22, "word": " ان", "probability": 0.86962890625}, {"start": 3509.22, "end": 3509.54, "word": " هي", "probability": 0.91845703125}, {"start": 3509.54, "end": 3510.32, "word": " طلبت", "probability": 0.9742838541666666}, {"start": 3510.32, "end": 3510.68, "word": " كلية", "probability": 0.95068359375}, {"start": 3510.68, "end": 3511.82, "word": " الهندسة", "probability": 0.99765625}, {"start": 3511.82, "end": 3512.26, "word": " من", "probability": 0.99267578125}, {"start": 3512.26, "end": 3513.94, "word": " عينة", "probability": 0.9300130208333334}, {"start": 3513.94, "end": 3514.32, "word": " الناس", "probability": 0.9910481770833334}, {"start": 3514.32, "end": 3514.46, "word": " اللي", "probability": 0.968994140625}, {"start": 3514.46, "end": 3514.72, "word": " بيحمل", "probability": 0.963623046875}, {"start": 3514.72, "end": 3514.82, "word": " ال", "probability": 0.82958984375}, {"start": 3514.82, "end": 3514.92, "word": " T", "probability": 0.78466796875}, {"start": 3514.92, "end": 3516.32, "word": "-square", "probability": 0.5813802083333334}, {"start": 3516.32, "end": 3516.86, "word": " من", "probability": 0.62158203125}, {"start": 3516.86, "end": 3517.16, "word": " عينة", "probability": 0.7613932291666666}, {"start": 3517.16, "end": 3517.36, "word": " الناس", "probability": 0.9913736979166666}, {"start": 3517.36, "end": 3517.46, "word": " اللي", "probability": 0.9951171875}, {"start": 3517.46, "end": 3517.68, "word": " بيحمل", "probability": 0.9771728515625}, {"start": 3517.68, "end": 3517.76, "word": " ال", "probability": 0.90576171875}, {"start": 3517.76, "end": 3517.86, "word": " T", "probability": 0.92236328125}, {"start": 3517.86, "end": 3518.14, "word": "-square", "probability": 0.94384765625}, {"start": 3518.14, "end": 3518.78, "word": " تمام", "probability": 0.908935546875}], "temperature": 1.0}, {"id": 155, "seek": 354540, "start": 3519.74, "end": 3545.4, "text": "نعدّل شوية، لو أخدنا laptop على أساس ال T-square ما يمكن أكثر نسبة لل .. للهندسة، لو أخدنا laptop، ال laptop جديش احتمال أنه الطالبة هندست حاسوب لأنها تحمل laptop، فإذا بقدر أقول أنه احتمالية أنه هي إذا بتحمل laptop، إذا بتحمل .. يعني فعليا هي بتحمل laptop", "tokens": [1863, 22488, 11703, 1211, 13412, 2407, 10632, 12399, 45164, 5551, 9778, 3215, 8315, 10732, 15844, 5551, 3794, 32277, 2423, 314, 12, 33292, 543, 19446, 7251, 43020, 5551, 4117, 49115, 8717, 35457, 3660, 24976, 4386, 24976, 3224, 41260, 3794, 3660, 12399, 45164, 5551, 9778, 3215, 8315, 10732, 12399, 2423, 10732, 10874, 16254, 8592, 1975, 33753, 2304, 6027, 14739, 3224, 41950, 6027, 49401, 8032, 41260, 3794, 2655, 11331, 32277, 37746, 5296, 33456, 11296, 6055, 35571, 1211, 10732, 12399, 6156, 28814, 15730, 4724, 28543, 2288, 5551, 39648, 14739, 3224, 1975, 33753, 2304, 6027, 10632, 14739, 3224, 39896, 11933, 15730, 39894, 35571, 1211, 10732, 12399, 11933, 15730, 39894, 35571, 1211, 4386, 37495, 22653, 6156, 3615, 20292, 995, 39896, 39894, 35571, 1211, 10732], "avg_logprob": -0.16583508854152776, "compression_ratio": 1.8954545454545455, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3519.74, "end": 3520.28, "word": "نعدّل", "probability": 0.78173828125}, {"start": 3520.28, "end": 3520.8, "word": " شوية،", "probability": 0.84423828125}, {"start": 3520.8, "end": 3520.9, "word": " لو", "probability": 0.97314453125}, {"start": 3520.9, "end": 3521.22, "word": " أخدنا", "probability": 0.98095703125}, {"start": 3521.22, "end": 3521.72, "word": " laptop", "probability": 0.857421875}, {"start": 3521.72, "end": 3522.42, "word": " على", "probability": 0.468505859375}, {"start": 3522.42, "end": 3522.56, "word": " أساس", "probability": 0.7749837239583334}, {"start": 3522.56, "end": 3522.68, "word": " ال", "probability": 0.49169921875}, {"start": 3522.68, "end": 3522.78, "word": " T", "probability": 0.57470703125}, {"start": 3522.78, "end": 3523.08, "word": "-square", "probability": 0.6178385416666666}, {"start": 3523.08, "end": 3523.26, "word": " ما", "probability": 0.29638671875}, {"start": 3523.26, "end": 3523.62, "word": " يمكن", "probability": 0.8603515625}, {"start": 3523.62, "end": 3524.1, "word": " أكثر", "probability": 0.9029947916666666}, {"start": 3524.1, "end": 3525.02, "word": " نسبة", "probability": 0.98681640625}, {"start": 3525.02, "end": 3525.32, "word": " لل", "probability": 0.923828125}, {"start": 3525.32, "end": 3525.96, "word": " ..", "probability": 0.4482421875}, {"start": 3525.96, "end": 3527.5, "word": " للهندسة،", "probability": 0.9413248697916666}, {"start": 3527.5, "end": 3527.7, "word": " لو", "probability": 0.98779296875}, {"start": 3527.7, "end": 3528.0, "word": " أخدنا", "probability": 0.9937744140625}, {"start": 3528.0, "end": 3529.28, "word": " laptop،", "probability": 0.7470703125}, {"start": 3529.28, "end": 3529.44, "word": " ال", "probability": 0.90771484375}, {"start": 3529.44, "end": 3529.88, "word": " laptop", "probability": 0.986328125}, {"start": 3529.88, "end": 3530.72, "word": " جديش", "probability": 0.7722981770833334}, {"start": 3530.72, "end": 3531.2, "word": " احتمال", "probability": 0.968505859375}, {"start": 3531.2, "end": 3532.1, "word": " أنه", "probability": 0.71533203125}, {"start": 3532.1, "end": 3533.38, "word": " الطالبة", "probability": 0.9039713541666666}, {"start": 3533.38, "end": 3534.12, "word": " هندست", "probability": 0.834228515625}, {"start": 3534.12, "end": 3534.88, "word": " حاسوب", "probability": 0.9832356770833334}, {"start": 3534.88, "end": 3535.6, "word": " لأنها", "probability": 0.9814453125}, {"start": 3535.6, "end": 3536.12, "word": " تحمل", "probability": 0.9892578125}, {"start": 3536.12, "end": 3538.04, "word": " laptop،", "probability": 0.7188720703125}, {"start": 3538.04, "end": 3538.28, "word": " فإذا", "probability": 0.92724609375}, {"start": 3538.28, "end": 3538.64, "word": " بقدر", "probability": 0.98486328125}, {"start": 3538.64, "end": 3538.82, "word": " أقول", "probability": 0.947998046875}, {"start": 3538.82, "end": 3539.46, "word": " أنه", "probability": 0.72216796875}, {"start": 3539.46, "end": 3540.32, "word": " احتمالية", "probability": 0.95244140625}, {"start": 3540.32, "end": 3540.7, "word": " أنه", "probability": 0.697998046875}, {"start": 3540.7, "end": 3540.96, "word": " هي", "probability": 0.75732421875}, {"start": 3540.96, "end": 3541.68, "word": " إذا", "probability": 0.925537109375}, {"start": 3541.68, "end": 3542.14, "word": " بتحمل", "probability": 0.9788411458333334}, {"start": 3542.14, "end": 3543.48, "word": " laptop،", "probability": 0.861083984375}, {"start": 3543.48, "end": 3543.66, "word": " إذا", "probability": 0.80908203125}, {"start": 3543.66, "end": 3544.04, "word": " بتحمل", "probability": 0.98095703125}, {"start": 3544.04, "end": 3544.1, "word": " ..", "probability": 0.5654296875}, {"start": 3544.1, "end": 3544.28, "word": " يعني", "probability": 0.9658203125}, {"start": 3544.28, "end": 3544.68, "word": " فعليا", "probability": 0.89990234375}, {"start": 3544.68, "end": 3544.78, "word": " هي", "probability": 0.697265625}, {"start": 3544.78, "end": 3545.12, "word": " بتحمل", "probability": 0.978515625}, {"start": 3545.12, "end": 3545.4, "word": " laptop", "probability": 0.955078125}], "temperature": 1.0}, {"id": 156, "seek": 357241, "start": 3546.43, "end": 3572.41, "text": "كويس؟ جدش نسبة طالبات هندسة الحسوب من اللي بيحملوا ال laptop تمام؟ تمام على طبعا ال probability انه هي طالبة هندسة او طالبة حسوب فإذا بكل بساطة هذه بنحسبها ك statistics as statistics ليش؟ لإن هقول جدش عدد طالبات هندسة الحسوب؟", "tokens": [4117, 45865, 3794, 22807, 10874, 3215, 8592, 8717, 35457, 3660, 23032, 6027, 3555, 9307, 8032, 41260, 3794, 3660, 21542, 3794, 37746, 9154, 13672, 1829, 4724, 1829, 35571, 1211, 14407, 2423, 10732, 46811, 10943, 22807, 46811, 10943, 15844, 23032, 3555, 3615, 995, 2423, 8482, 16472, 3224, 39896, 23032, 6027, 49401, 8032, 41260, 3794, 3660, 1975, 2407, 23032, 6027, 49401, 11331, 3794, 37746, 6156, 28814, 15730, 4724, 28820, 4724, 3794, 41193, 3660, 29538, 44945, 5016, 35457, 11296, 9122, 12523, 382, 12523, 32239, 8592, 22807, 5296, 28814, 1863, 8032, 39648, 10874, 3215, 8592, 6225, 3215, 3215, 23032, 6027, 3555, 9307, 8032, 41260, 3794, 3660, 21542, 3794, 37746, 22807], "avg_logprob": -0.1525648521646014, "compression_ratio": 1.8097560975609757, "no_speech_prob": 0.0, "words": [{"start": 3546.43, "end": 3547.07, "word": "كويس؟", "probability": 0.737548828125}, {"start": 3547.07, "end": 3547.43, "word": " جدش", "probability": 0.82470703125}, {"start": 3547.43, "end": 3548.21, "word": " نسبة", "probability": 0.9905598958333334}, {"start": 3548.21, "end": 3549.97, "word": " طالبات", "probability": 0.75457763671875}, {"start": 3549.97, "end": 3550.27, "word": " هندسة", "probability": 0.986572265625}, {"start": 3550.27, "end": 3550.65, "word": " الحسوب", "probability": 0.8172200520833334}, {"start": 3550.65, "end": 3550.79, "word": " من", "probability": 0.90380859375}, {"start": 3550.79, "end": 3550.87, "word": " اللي", "probability": 0.95556640625}, {"start": 3550.87, "end": 3551.21, "word": " بيحملوا", "probability": 0.89130859375}, {"start": 3551.21, "end": 3551.25, "word": " ال", "probability": 0.904296875}, {"start": 3551.25, "end": 3551.51, "word": " laptop", "probability": 0.94482421875}, {"start": 3551.51, "end": 3554.37, "word": " تمام؟", "probability": 0.72119140625}, {"start": 3554.37, "end": 3555.17, "word": " تمام", "probability": 0.99267578125}, {"start": 3555.17, "end": 3557.23, "word": " على", "probability": 0.68212890625}, {"start": 3557.23, "end": 3557.77, "word": " طبعا", "probability": 0.98193359375}, {"start": 3557.77, "end": 3557.99, "word": " ال", "probability": 0.89697265625}, {"start": 3557.99, "end": 3558.55, "word": " probability", "probability": 0.94482421875}, {"start": 3558.55, "end": 3559.65, "word": " انه", "probability": 0.543212890625}, {"start": 3559.65, "end": 3560.01, "word": " هي", "probability": 0.9013671875}, {"start": 3560.01, "end": 3560.41, "word": " طالبة", "probability": 0.9480794270833334}, {"start": 3560.41, "end": 3561.31, "word": " هندسة", "probability": 0.9876708984375}, {"start": 3561.31, "end": 3561.77, "word": " او", "probability": 0.877685546875}, {"start": 3561.77, "end": 3562.01, "word": " طالبة", "probability": 0.9713541666666666}, {"start": 3562.01, "end": 3562.45, "word": " حسوب", "probability": 0.8916015625}, {"start": 3562.45, "end": 3562.99, "word": " فإذا", "probability": 0.70166015625}, {"start": 3562.99, "end": 3563.29, "word": " بكل", "probability": 0.968994140625}, {"start": 3563.29, "end": 3563.71, "word": " بساطة", "probability": 0.9881591796875}, {"start": 3563.71, "end": 3565.21, "word": " هذه", "probability": 0.6513671875}, {"start": 3565.21, "end": 3566.13, "word": " بنحسبها", "probability": 0.945068359375}, {"start": 3566.13, "end": 3566.33, "word": " ك", "probability": 0.9755859375}, {"start": 3566.33, "end": 3567.11, "word": " statistics", "probability": 0.7392578125}, {"start": 3567.11, "end": 3567.93, "word": " as", "probability": 0.6142578125}, {"start": 3567.93, "end": 3568.57, "word": " statistics", "probability": 0.5673828125}, {"start": 3568.57, "end": 3569.35, "word": " ليش؟", "probability": 0.8917643229166666}, {"start": 3569.35, "end": 3569.57, "word": " لإن", "probability": 0.65771484375}, {"start": 3569.57, "end": 3569.91, "word": " هقول", "probability": 0.75390625}, {"start": 3569.91, "end": 3570.73, "word": " جدش", "probability": 0.9803059895833334}, {"start": 3570.73, "end": 3570.95, "word": " عدد", "probability": 0.9617513020833334}, {"start": 3570.95, "end": 3571.35, "word": " طالبات", "probability": 0.984130859375}, {"start": 3571.35, "end": 3571.69, "word": " هندسة", "probability": 0.980224609375}, {"start": 3571.69, "end": 3572.41, "word": " الحسوب؟", "probability": 0.95703125}], "temperature": 1.0}, {"id": 157, "seek": 360265, "start": 3573.31, "end": 3602.65, "text": "جديش عدد طيب جديش عدد كل الطالبات هاي النسبة وتنزل خلصنا فها دي مش فيها كتير إشكالية بس واضح أن كلها statistics يعني كلها بدها إحصاءات بدها إحصاءات ضخمة بدنا نروح القبول و التسجيل و ننزل كل البيانات و ننزل كل الأرقام اللي عندهم عشان نقدر نرجع نحسب كل الحسبة دي طيب هاي خلصنا من هذا الجزء الآن هذا الجزء بدأ أشوف a cabinet بتيجي بال laptop تبعها في كل الجامعة", "tokens": [7435, 16254, 8592, 6225, 3215, 3215, 23032, 1829, 3555, 10874, 16254, 8592, 6225, 3215, 3215, 28242, 41950, 6027, 3555, 9307, 8032, 47302, 28239, 35457, 3660, 34683, 1863, 11622, 1211, 16490, 1211, 9381, 8315, 6156, 11296, 11778, 1829, 37893, 8978, 11296, 9122, 2655, 13546, 11933, 8592, 4117, 6027, 10632, 4724, 3794, 4032, 46958, 5016, 14739, 28242, 11296, 12523, 37495, 22653, 28242, 11296, 47525, 11296, 11933, 5016, 9381, 16606, 9307, 47525, 11296, 11933, 5016, 9381, 16606, 9307, 48812, 9778, 46007, 47525, 8315, 8717, 32887, 5016, 25062, 3555, 12610, 4032, 16712, 3794, 7435, 26895, 4032, 8717, 1863, 11622, 1211, 28242, 2423, 21292, 7649, 9307, 4032, 8717, 1863, 11622, 1211, 28242, 16247, 2288, 4587, 10943, 13672, 1829, 43242, 16095, 6225, 8592, 7649, 8717, 28543, 2288, 8717, 47341, 3615, 8717, 5016, 35457, 28242, 21542, 35457, 3660, 11778, 1829, 23032, 1829, 3555, 8032, 47302, 16490, 1211, 9381, 8315, 9154, 23758, 25724, 11622, 38207, 6024, 48506, 23758, 25724, 11622, 38207, 47525, 10721, 5551, 8592, 38688, 257, 15188, 39894, 1829, 7435, 1829, 20666, 10732, 6055, 3555, 3615, 11296, 8978, 28242, 25724, 10943, 27884], "avg_logprob": -0.15323152977295898, "compression_ratio": 2.0, "no_speech_prob": 1.5497207641601562e-06, "words": [{"start": 3573.31, "end": 3573.73, "word": "جديش", "probability": 0.6377766927083334}, {"start": 3573.73, "end": 3574.21, "word": " عدد", "probability": 0.9837239583333334}, {"start": 3574.21, "end": 3574.83, "word": " طيب", "probability": 0.8016764322916666}, {"start": 3574.83, "end": 3575.27, "word": " جديش", "probability": 0.8697916666666666}, {"start": 3575.27, "end": 3575.51, "word": " عدد", "probability": 0.9928385416666666}, {"start": 3575.51, "end": 3575.75, "word": " كل", "probability": 0.98583984375}, {"start": 3575.75, "end": 3576.57, "word": " الطالبات", "probability": 0.9815673828125}, {"start": 3576.57, "end": 3577.61, "word": " هاي", "probability": 0.57275390625}, {"start": 3577.61, "end": 3577.89, "word": " النسبة", "probability": 0.8619791666666666}, {"start": 3577.89, "end": 3578.19, "word": " وتنزل", "probability": 0.68548583984375}, {"start": 3578.19, "end": 3578.69, "word": " خلصنا", "probability": 0.916015625}, {"start": 3578.69, "end": 3579.79, "word": " فها", "probability": 0.61376953125}, {"start": 3579.79, "end": 3579.99, "word": " دي", "probability": 0.744384765625}, {"start": 3579.99, "end": 3580.23, "word": " مش", "probability": 0.6748046875}, {"start": 3580.23, "end": 3580.43, "word": " فيها", "probability": 0.974365234375}, {"start": 3580.43, "end": 3580.65, "word": " كتير", "probability": 0.884765625}, {"start": 3580.65, "end": 3581.21, "word": " إشكالية", "probability": 0.87021484375}, {"start": 3581.21, "end": 3581.83, "word": " بس", "probability": 0.966552734375}, {"start": 3581.83, "end": 3582.09, "word": " واضح", "probability": 0.9892578125}, {"start": 3582.09, "end": 3582.21, "word": " أن", "probability": 0.52001953125}, {"start": 3582.21, "end": 3582.49, "word": " كلها", "probability": 0.9375}, {"start": 3582.49, "end": 3583.03, "word": " statistics", "probability": 0.71044921875}, {"start": 3583.03, "end": 3583.25, "word": " يعني", "probability": 0.927734375}, {"start": 3583.25, "end": 3583.57, "word": " كلها", "probability": 0.974365234375}, {"start": 3583.57, "end": 3583.97, "word": " بدها", "probability": 0.934814453125}, {"start": 3583.97, "end": 3585.25, "word": " إحصاءات", "probability": 0.9005859375}, {"start": 3585.25, "end": 3585.81, "word": " بدها", "probability": 0.958251953125}, {"start": 3585.81, "end": 3586.23, "word": " إحصاءات", "probability": 0.99404296875}, {"start": 3586.23, "end": 3586.53, "word": " ضخمة", "probability": 0.98779296875}, {"start": 3586.53, "end": 3587.05, "word": " بدنا", "probability": 0.87646484375}, {"start": 3587.05, "end": 3587.25, "word": " نروح", "probability": 0.9978841145833334}, {"start": 3587.25, "end": 3587.57, "word": " القبول", "probability": 0.7146809895833334}, {"start": 3587.57, "end": 3587.65, "word": " و", "probability": 0.59423828125}, {"start": 3587.65, "end": 3587.97, "word": " التسجيل", "probability": 0.93017578125}, {"start": 3587.97, "end": 3588.09, "word": " و", "probability": 0.9892578125}, {"start": 3588.09, "end": 3588.41, "word": " ننزل", "probability": 0.962890625}, {"start": 3588.41, "end": 3588.61, "word": " كل", "probability": 0.982421875}, {"start": 3588.61, "end": 3589.13, "word": " البيانات", "probability": 0.935546875}, {"start": 3589.13, "end": 3589.25, "word": " و", "probability": 0.98876953125}, {"start": 3589.25, "end": 3589.61, "word": " ننزل", "probability": 0.986572265625}, {"start": 3589.61, "end": 3589.89, "word": " كل", "probability": 0.98486328125}, {"start": 3589.89, "end": 3590.31, "word": " الأرقام", "probability": 0.9912109375}, {"start": 3590.31, "end": 3590.43, "word": " اللي", "probability": 0.968017578125}, {"start": 3590.43, "end": 3590.71, "word": " عندهم", "probability": 0.989501953125}, {"start": 3590.71, "end": 3590.89, "word": " عشان", "probability": 0.9720052083333334}, {"start": 3590.89, "end": 3591.19, "word": " نقدر", "probability": 0.9495442708333334}, {"start": 3591.19, "end": 3591.31, "word": " نرجع", "probability": 0.6547037760416666}, {"start": 3591.31, "end": 3591.59, "word": " نحسب", "probability": 0.9514973958333334}, {"start": 3591.59, "end": 3591.79, "word": " كل", "probability": 0.97998046875}, {"start": 3591.79, "end": 3592.19, "word": " الحسبة", "probability": 0.8333333333333334}, {"start": 3592.19, "end": 3592.43, "word": " دي", "probability": 0.7015380859375}, {"start": 3592.43, "end": 3593.07, "word": " طيب", "probability": 0.98388671875}, {"start": 3593.07, "end": 3593.55, "word": " هاي", "probability": 0.850830078125}, {"start": 3593.55, "end": 3593.93, "word": " خلصنا", "probability": 0.994140625}, {"start": 3593.93, "end": 3594.05, "word": " من", "probability": 0.9892578125}, {"start": 3594.05, "end": 3594.23, "word": " هذا", "probability": 0.86474609375}, {"start": 3594.23, "end": 3594.55, "word": " الجزء", "probability": 0.9775390625}, {"start": 3594.55, "end": 3595.11, "word": " الآن", "probability": 0.665771484375}, {"start": 3595.11, "end": 3595.33, "word": " هذا", "probability": 0.962890625}, {"start": 3595.33, "end": 3595.73, "word": " الجزء", "probability": 0.9959309895833334}, {"start": 3595.73, "end": 3597.07, "word": " بدأ", "probability": 0.500244140625}, {"start": 3597.07, "end": 3597.35, "word": " أشوف", "probability": 0.80859375}, {"start": 3597.35, "end": 3598.21, "word": " a", "probability": 0.206787109375}, {"start": 3598.21, "end": 3598.55, "word": " cabinet", "probability": 0.74853515625}, {"start": 3598.55, "end": 3599.29, "word": " بتيجي", "probability": 0.8092041015625}, {"start": 3599.29, "end": 3599.47, "word": " بال", "probability": 0.97900390625}, {"start": 3599.47, "end": 3599.79, "word": " laptop", "probability": 0.947265625}, {"start": 3599.79, "end": 3601.01, "word": " تبعها", "probability": 0.806884765625}, {"start": 3601.01, "end": 3602.05, "word": " في", "probability": 0.88916015625}, {"start": 3602.05, "end": 3602.23, "word": " كل", "probability": 0.9951171875}, {"start": 3602.23, "end": 3602.65, "word": " الجامعة", "probability": 0.98779296875}], "temperature": 1.0}, {"id": 158, "seek": 362234, "start": 3603.76, "end": 3622.34, "text": "في كل الجامعة في كل الحرم الجامعي اللي خاص بالبنات هنا أكام واحدة عادة متوسط بيحمله laptop معاهم على الجامعة طيب من العدد ككل هذا جدش ده ما بتكون نسبة الحسوب فهيها هي هذا الجزء", "tokens": [41185, 28242, 25724, 10943, 27884, 8978, 28242, 21542, 2288, 2304, 25724, 10943, 3615, 1829, 13672, 1829, 16490, 33546, 20666, 3555, 8315, 2655, 34105, 5551, 4117, 10943, 36764, 24401, 3660, 6225, 18513, 3660, 44650, 41779, 9566, 4724, 1829, 35571, 43761, 10732, 20449, 995, 16095, 15844, 25724, 10943, 27884, 23032, 1829, 3555, 9154, 18863, 3215, 3215, 9122, 28820, 23758, 10874, 3215, 8592, 11778, 3224, 19446, 39894, 30544, 8717, 35457, 3660, 21542, 3794, 37746, 6156, 3224, 1829, 11296, 39896, 23758, 25724, 11622, 38207], "avg_logprob": -0.16406250588687848, "compression_ratio": 1.723756906077348, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 3603.76, "end": 3603.94, "word": "في", "probability": 0.83056640625}, {"start": 3603.94, "end": 3604.56, "word": " كل", "probability": 0.80224609375}, {"start": 3604.56, "end": 3604.88, "word": " الجامعة", "probability": 0.9441731770833334}, {"start": 3604.88, "end": 3605.04, "word": " في", "probability": 0.26318359375}, {"start": 3605.04, "end": 3605.2, "word": " كل", "probability": 0.93505859375}, {"start": 3605.2, "end": 3605.58, "word": " الحرم", "probability": 0.8528645833333334}, {"start": 3605.58, "end": 3606.74, "word": " الجامعي", "probability": 0.8509521484375}, {"start": 3606.74, "end": 3606.86, "word": " اللي", "probability": 0.713134765625}, {"start": 3606.86, "end": 3607.04, "word": " خاص", "probability": 0.95654296875}, {"start": 3607.04, "end": 3607.46, "word": " بالبنات", "probability": 0.949951171875}, {"start": 3607.46, "end": 3607.64, "word": " هنا", "probability": 0.9873046875}, {"start": 3607.64, "end": 3608.3, "word": " أكام", "probability": 0.6986490885416666}, {"start": 3608.3, "end": 3609.48, "word": " واحدة", "probability": 0.9479166666666666}, {"start": 3609.48, "end": 3610.56, "word": " عادة", "probability": 0.9835611979166666}, {"start": 3610.56, "end": 3611.84, "word": " متوسط", "probability": 0.8538411458333334}, {"start": 3611.84, "end": 3612.2, "word": " بيحمله", "probability": 0.8355712890625}, {"start": 3612.2, "end": 3612.5, "word": " laptop", "probability": 0.7744140625}, {"start": 3612.5, "end": 3612.96, "word": " معاهم", "probability": 0.798828125}, {"start": 3612.96, "end": 3613.3, "word": " على", "probability": 0.8427734375}, {"start": 3613.3, "end": 3613.76, "word": " الجامعة", "probability": 0.9913736979166666}, {"start": 3613.76, "end": 3614.5, "word": " طيب", "probability": 0.9267578125}, {"start": 3614.5, "end": 3615.06, "word": " من", "probability": 0.82568359375}, {"start": 3615.06, "end": 3615.52, "word": " العدد", "probability": 0.9547526041666666}, {"start": 3615.52, "end": 3615.9, "word": " ككل", "probability": 0.982177734375}, {"start": 3615.9, "end": 3616.28, "word": " هذا", "probability": 0.67724609375}, {"start": 3616.28, "end": 3616.92, "word": " جدش", "probability": 0.720458984375}, {"start": 3616.92, "end": 3617.08, "word": " ده", "probability": 0.9658203125}, {"start": 3617.08, "end": 3617.16, "word": " ما", "probability": 0.861328125}, {"start": 3617.16, "end": 3617.5, "word": " بتكون", "probability": 0.935546875}, {"start": 3617.5, "end": 3618.18, "word": " نسبة", "probability": 0.9915364583333334}, {"start": 3618.18, "end": 3619.62, "word": " الحسوب", "probability": 0.8173828125}, {"start": 3619.62, "end": 3621.32, "word": " فهيها", "probability": 0.833251953125}, {"start": 3621.32, "end": 3621.72, "word": " هي", "probability": 0.5947265625}, {"start": 3621.72, "end": 3621.96, "word": " هذا", "probability": 0.8427734375}, {"start": 3621.96, "end": 3622.34, "word": " الجزء", "probability": 0.9947916666666666}], "temperature": 1.0}, {"id": 159, "seek": 364617, "start": 3623.85, "end": 3646.17, "text": "تمام؟ تمام طبعا على احتمال انه يحمل اصلا laptop تحمل laptop فكل بساطة العدد ككل اللي بيحمله laptop على عدد كل البنات فبيعطيني نسبة اللي بيحمله laptop بنكون حصلنا برضه على الرقم ال denominator هدول كلهم هيعطوني نسبة", "tokens": [39237, 10943, 22807, 46811, 10943, 23032, 3555, 3615, 995, 15844, 1975, 33753, 2304, 6027, 16472, 3224, 7251, 35571, 1211, 1975, 9381, 15040, 10732, 6055, 35571, 1211, 10732, 6156, 28820, 4724, 3794, 41193, 3660, 18863, 3215, 3215, 9122, 28820, 13672, 1829, 4724, 1829, 35571, 43761, 10732, 15844, 6225, 3215, 3215, 28242, 29739, 8315, 2655, 6156, 21292, 3615, 9566, 1829, 22653, 8717, 35457, 3660, 13672, 1829, 4724, 1829, 35571, 43761, 10732, 44945, 30544, 11331, 36520, 8315, 4724, 43042, 3224, 15844, 34892, 4587, 2304, 2423, 20687, 8032, 3215, 12610, 28242, 16095, 39896, 3615, 9566, 11536, 1829, 8717, 35457, 3660], "avg_logprob": -0.11066365979381443, "compression_ratio": 1.816326530612245, "no_speech_prob": 2.7418136596679688e-06, "words": [{"start": 3623.85, "end": 3624.55, "word": "تمام؟", "probability": 0.7550455729166666}, {"start": 3624.55, "end": 3625.01, "word": " تمام", "probability": 0.970947265625}, {"start": 3625.01, "end": 3625.79, "word": " طبعا", "probability": 0.935791015625}, {"start": 3625.79, "end": 3626.11, "word": " على", "probability": 0.8310546875}, {"start": 3626.11, "end": 3627.49, "word": " احتمال", "probability": 0.978759765625}, {"start": 3627.49, "end": 3628.21, "word": " انه", "probability": 0.837646484375}, {"start": 3628.21, "end": 3628.57, "word": " يحمل", "probability": 0.9890950520833334}, {"start": 3628.57, "end": 3628.87, "word": " اصلا", "probability": 0.91015625}, {"start": 3628.87, "end": 3629.25, "word": " laptop", "probability": 0.80615234375}, {"start": 3629.25, "end": 3629.63, "word": " تحمل", "probability": 0.8080240885416666}, {"start": 3629.63, "end": 3630.03, "word": " laptop", "probability": 0.88671875}, {"start": 3630.03, "end": 3630.57, "word": " فكل", "probability": 0.9521484375}, {"start": 3630.57, "end": 3630.99, "word": " بساطة", "probability": 0.973388671875}, {"start": 3630.99, "end": 3631.59, "word": " العدد", "probability": 0.88134765625}, {"start": 3631.59, "end": 3631.99, "word": " ككل", "probability": 0.9287109375}, {"start": 3631.99, "end": 3632.27, "word": " اللي", "probability": 0.9052734375}, {"start": 3632.27, "end": 3633.11, "word": " بيحمله", "probability": 0.666015625}, {"start": 3633.11, "end": 3633.45, "word": " laptop", "probability": 0.81201171875}, {"start": 3633.45, "end": 3634.17, "word": " على", "probability": 0.66357421875}, {"start": 3634.17, "end": 3634.63, "word": " عدد", "probability": 0.99462890625}, {"start": 3634.63, "end": 3634.79, "word": " كل", "probability": 0.984375}, {"start": 3634.79, "end": 3635.31, "word": " البنات", "probability": 0.98095703125}, {"start": 3635.31, "end": 3637.29, "word": " فبيعطيني", "probability": 0.8255208333333334}, {"start": 3637.29, "end": 3637.75, "word": " نسبة", "probability": 0.9949544270833334}, {"start": 3637.75, "end": 3637.89, "word": " اللي", "probability": 0.984375}, {"start": 3637.89, "end": 3638.35, "word": " بيحمله", "probability": 0.955078125}, {"start": 3638.35, "end": 3638.77, "word": " laptop", "probability": 0.94677734375}, {"start": 3638.77, "end": 3640.09, "word": " بنكون", "probability": 0.7479248046875}, {"start": 3640.09, "end": 3640.65, "word": " حصلنا", "probability": 0.9207356770833334}, {"start": 3640.65, "end": 3640.85, "word": " برضه", "probability": 0.9088541666666666}, {"start": 3640.85, "end": 3641.01, "word": " على", "probability": 0.91943359375}, {"start": 3641.01, "end": 3641.33, "word": " الرقم", "probability": 0.9698893229166666}, {"start": 3641.33, "end": 3641.51, "word": " ال", "probability": 0.7705078125}, {"start": 3641.51, "end": 3642.67, "word": " denominator", "probability": 0.9384765625}, {"start": 3642.67, "end": 3644.15, "word": " هدول", "probability": 0.9427083333333334}, {"start": 3644.15, "end": 3644.65, "word": " كلهم", "probability": 0.978515625}, {"start": 3644.65, "end": 3645.55, "word": " هيعطوني", "probability": 0.95458984375}, {"start": 3645.55, "end": 3646.17, "word": " نسبة", "probability": 0.99560546875}], "temperature": 1.0}, {"id": 160, "seek": 367034, "start": 3647.26, "end": 3670.34, "text": "الـ posterior probability واللي زي ما قلنا تمثل جداش احتمال انه هي طالبة هندست حاسوب لأنها بتحمل laptop لأنها بتحمل laptop فمجرد حملت laptop اه بدي اتطلع بدي اجهز احسب كل الحسبة هناك عشان اقول معناته هذه احتمال 60% ان هي هندست حاسوب", "tokens": [6027, 39184, 33529, 8482, 16070, 20292, 30767, 1829, 19446, 12174, 1211, 8315, 46811, 12984, 1211, 10874, 3215, 33599, 1975, 33753, 2304, 6027, 16472, 3224, 39896, 23032, 6027, 49401, 8032, 41260, 14851, 11331, 32277, 37746, 5296, 33456, 11296, 39894, 35571, 1211, 10732, 5296, 33456, 11296, 39894, 35571, 1211, 10732, 6156, 2304, 7435, 2288, 3215, 11331, 42213, 2655, 10732, 1975, 3224, 4724, 16254, 1975, 2655, 9566, 1211, 3615, 4724, 16254, 1975, 7435, 3224, 11622, 1975, 5016, 35457, 28242, 21542, 35457, 3660, 34105, 4117, 6225, 8592, 7649, 1975, 39648, 20449, 8315, 47395, 29538, 1975, 33753, 2304, 6027, 4060, 4, 16472, 39896, 8032, 41260, 14851, 11331, 32277, 37746], "avg_logprob": -0.17395834014529274, "compression_ratio": 1.7638888888888888, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 3647.26, "end": 3647.5, "word": "الـ", "probability": 0.739501953125}, {"start": 3647.5, "end": 3647.84, "word": " posterior", "probability": 0.583984375}, {"start": 3647.84, "end": 3648.6, "word": " probability", "probability": 0.9443359375}, {"start": 3648.6, "end": 3649.28, "word": " واللي", "probability": 0.4500732421875}, {"start": 3649.28, "end": 3649.4, "word": " زي", "probability": 0.91357421875}, {"start": 3649.4, "end": 3649.48, "word": " ما", "probability": 0.9814453125}, {"start": 3649.48, "end": 3649.68, "word": " قلنا", "probability": 0.890625}, {"start": 3649.68, "end": 3650.48, "word": " تمثل", "probability": 0.9308268229166666}, {"start": 3650.48, "end": 3651.6, "word": " جداش", "probability": 0.6634114583333334}, {"start": 3651.6, "end": 3652.48, "word": " احتمال", "probability": 0.9830322265625}, {"start": 3652.48, "end": 3653.08, "word": " انه", "probability": 0.838134765625}, {"start": 3653.08, "end": 3653.92, "word": " هي", "probability": 0.8564453125}, {"start": 3653.92, "end": 3654.4, "word": " طالبة", "probability": 0.87548828125}, {"start": 3654.4, "end": 3654.88, "word": " هندست", "probability": 0.8678385416666666}, {"start": 3654.88, "end": 3655.54, "word": " حاسوب", "probability": 0.8592122395833334}, {"start": 3655.54, "end": 3656.04, "word": " لأنها", "probability": 0.8924153645833334}, {"start": 3656.04, "end": 3656.5, "word": " بتحمل", "probability": 0.9659830729166666}, {"start": 3656.5, "end": 3656.86, "word": " laptop", "probability": 0.64111328125}, {"start": 3656.86, "end": 3658.64, "word": " لأنها", "probability": 0.9503580729166666}, {"start": 3658.64, "end": 3659.08, "word": " بتحمل", "probability": 0.97998046875}, {"start": 3659.08, "end": 3659.54, "word": " laptop", "probability": 0.90478515625}, {"start": 3659.54, "end": 3660.82, "word": " فمجرد", "probability": 0.983203125}, {"start": 3660.82, "end": 3661.14, "word": " حملت", "probability": 0.8268229166666666}, {"start": 3661.14, "end": 3661.52, "word": " laptop", "probability": 0.84423828125}, {"start": 3661.52, "end": 3661.78, "word": " اه", "probability": 0.5460205078125}, {"start": 3661.78, "end": 3661.86, "word": " بدي", "probability": 0.49951171875}, {"start": 3661.86, "end": 3662.26, "word": " اتطلع", "probability": 0.91318359375}, {"start": 3662.26, "end": 3662.88, "word": " بدي", "probability": 0.8046875}, {"start": 3662.88, "end": 3663.12, "word": " اجهز", "probability": 0.64215087890625}, {"start": 3663.12, "end": 3663.4, "word": " احسب", "probability": 0.74853515625}, {"start": 3663.4, "end": 3663.68, "word": " كل", "probability": 0.98046875}, {"start": 3663.68, "end": 3664.08, "word": " الحسبة", "probability": 0.9602864583333334}, {"start": 3664.08, "end": 3664.68, "word": " هناك", "probability": 0.995361328125}, {"start": 3664.68, "end": 3665.04, "word": " عشان", "probability": 0.9890950520833334}, {"start": 3665.04, "end": 3665.32, "word": " اقول", "probability": 0.933349609375}, {"start": 3665.32, "end": 3665.72, "word": " معناته", "probability": 0.966796875}, {"start": 3665.72, "end": 3666.0, "word": " هذه", "probability": 0.4482421875}, {"start": 3666.0, "end": 3666.94, "word": " احتمال", "probability": 0.98193359375}, {"start": 3666.94, "end": 3668.24, "word": " 60", "probability": 0.6357421875}, {"start": 3668.24, "end": 3668.58, "word": "%", "probability": 0.98046875}, {"start": 3668.58, "end": 3668.78, "word": " ان", "probability": 0.8623046875}, {"start": 3668.78, "end": 3669.1, "word": " هي", "probability": 0.87060546875}, {"start": 3669.1, "end": 3669.9, "word": " هندست", "probability": 0.9811197916666666}, {"start": 3669.9, "end": 3670.34, "word": " حاسوب", "probability": 0.9514973958333334}], "temperature": 1.0}, {"id": 161, "seek": 369314, "start": 3671.54, "end": 3693.14, "text": "احتمال 60% هندس تحسوب، فبقولها ماعليش يا أخنا ياريت تبلغي إذا كان انت هندس تحسوب، ياريت تبلغي طالبات الهندسة إن والله في محاضرة كذا وكذا وكذا وكذا أو غيجلنا أو عملنا أو سوينا، ف probability في النهاية، بس واضح إنه ليه ال probability هذه تماما مختلفة عن هذه؟ مش هيك؟ والمثال وضحها تماما، وضحها بشكل مطلق إن هذه بتختلف تماما عن هذه", "tokens": [995, 33753, 2304, 6027, 4060, 4, 8032, 41260, 3794, 6055, 5016, 3794, 37746, 12399, 6156, 3555, 39648, 11296, 19446, 3615, 20292, 8592, 35186, 5551, 9778, 8315, 7251, 9640, 36081, 6055, 36150, 17082, 1829, 11933, 15730, 25961, 16472, 2655, 8032, 41260, 3794, 6055, 5016, 3794, 37746, 12399, 7251, 9640, 36081, 6055, 36150, 17082, 1829, 23032, 6027, 3555, 9307, 2423, 3224, 41260, 3794, 3660, 36145, 16070, 43761, 8978, 3714, 5016, 46958, 25720, 9122, 15730, 4032, 4117, 15730, 4032, 4117, 15730, 4032, 4117, 15730, 34051, 32771, 1829, 7435, 1211, 8315, 34051, 6225, 42213, 8315, 34051, 8608, 45865, 8315, 12399, 6156, 8482, 8978, 28239, 11296, 10632, 12399, 4724, 3794, 4032, 46958, 5016, 36145, 3224, 32239, 3224, 2423, 8482, 29538, 46811, 10943, 995, 3714, 46456, 46538, 3660, 18871, 29538, 22807, 37893, 39896, 4117, 22807, 16070, 2304, 12984, 6027, 4032, 11242, 5016, 11296, 46811, 10943, 995, 12399, 4032, 11242, 5016, 11296, 4724, 8592, 28820, 3714, 9566, 1211, 4587, 36145, 29538, 39894, 46456, 46538, 46811, 10943, 995, 18871, 29538], "avg_logprob": -0.16238496694828103, "compression_ratio": 2.021201413427562, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 3671.54, "end": 3671.88, "word": "احتمال", "probability": 0.898681640625}, {"start": 3671.88, "end": 3672.16, "word": " 60", "probability": 0.8681640625}, {"start": 3672.16, "end": 3672.42, "word": "%", "probability": 0.96923828125}, {"start": 3672.42, "end": 3672.74, "word": " هندس", "probability": 0.95654296875}, {"start": 3672.74, "end": 3673.6, "word": " تحسوب،", "probability": 0.7245361328125}, {"start": 3673.6, "end": 3674.1, "word": " فبقولها", "probability": 0.908935546875}, {"start": 3674.1, "end": 3674.4, "word": " ماعليش", "probability": 0.7198486328125}, {"start": 3674.4, "end": 3674.58, "word": " يا", "probability": 0.94189453125}, {"start": 3674.58, "end": 3674.92, "word": " أخنا", "probability": 0.6621907552083334}, {"start": 3674.92, "end": 3675.5, "word": " ياريت", "probability": 0.8004557291666666}, {"start": 3675.5, "end": 3675.98, "word": " تبلغي", "probability": 0.880615234375}, {"start": 3675.98, "end": 3676.2, "word": " إذا", "probability": 0.88330078125}, {"start": 3676.2, "end": 3676.38, "word": " كان", "probability": 0.96923828125}, {"start": 3676.38, "end": 3676.52, "word": " انت", "probability": 0.696533203125}, {"start": 3676.52, "end": 3676.78, "word": " هندس", "probability": 0.98779296875}, {"start": 3676.78, "end": 3677.2, "word": " تحسوب،", "probability": 0.89423828125}, {"start": 3677.2, "end": 3677.36, "word": " ياريت", "probability": 0.9638671875}, {"start": 3677.36, "end": 3677.72, "word": " تبلغي", "probability": 0.9940185546875}, {"start": 3677.72, "end": 3678.12, "word": " طالبات", "probability": 0.9730224609375}, {"start": 3678.12, "end": 3678.44, "word": " الهندسة", "probability": 0.96796875}, {"start": 3678.44, "end": 3678.52, "word": " إن", "probability": 0.56640625}, {"start": 3678.52, "end": 3678.74, "word": " والله", "probability": 0.7169189453125}, {"start": 3678.74, "end": 3678.84, "word": " في", "probability": 0.8876953125}, {"start": 3678.84, "end": 3679.26, "word": " محاضرة", "probability": 0.9765625}, {"start": 3679.26, "end": 3679.46, "word": " كذا", "probability": 0.924560546875}, {"start": 3679.46, "end": 3679.72, "word": " وكذا", "probability": 0.865234375}, {"start": 3679.72, "end": 3679.98, "word": " وكذا", "probability": 0.96826171875}, {"start": 3679.98, "end": 3680.24, "word": " وكذا", "probability": 0.9034830729166666}, {"start": 3680.24, "end": 3680.4, "word": " أو", "probability": 0.64013671875}, {"start": 3680.4, "end": 3680.94, "word": " غيجلنا", "probability": 0.852587890625}, {"start": 3680.94, "end": 3681.06, "word": " أو", "probability": 0.7216796875}, {"start": 3681.06, "end": 3681.32, "word": " عملنا", "probability": 0.9759114583333334}, {"start": 3681.32, "end": 3681.42, "word": " أو", "probability": 0.91259765625}, {"start": 3681.42, "end": 3682.2, "word": " سوينا،", "probability": 0.7125244140625}, {"start": 3682.2, "end": 3682.32, "word": " ف", "probability": 0.97900390625}, {"start": 3682.32, "end": 3683.04, "word": " probability", "probability": 0.64013671875}, {"start": 3683.04, "end": 3683.34, "word": " في", "probability": 0.92431640625}, {"start": 3683.34, "end": 3683.96, "word": " النهاية،", "probability": 0.9312744140625}, {"start": 3683.96, "end": 3684.12, "word": " بس", "probability": 0.99169921875}, {"start": 3684.12, "end": 3684.38, "word": " واضح", "probability": 0.9861653645833334}, {"start": 3684.38, "end": 3684.62, "word": " إنه", "probability": 0.4976806640625}, {"start": 3684.62, "end": 3684.66, "word": " ليه", "probability": 0.8369140625}, {"start": 3684.66, "end": 3684.72, "word": " ال", "probability": 0.671875}, {"start": 3684.72, "end": 3685.12, "word": " probability", "probability": 0.9072265625}, {"start": 3685.12, "end": 3685.44, "word": " هذه", "probability": 0.2841796875}, {"start": 3685.44, "end": 3685.9, "word": " تماما", "probability": 0.97802734375}, {"start": 3685.9, "end": 3686.36, "word": " مختلفة", "probability": 0.950927734375}, {"start": 3686.36, "end": 3686.46, "word": " عن", "probability": 0.99267578125}, {"start": 3686.46, "end": 3687.86, "word": " هذه؟", "probability": 0.6654052734375}, {"start": 3687.86, "end": 3688.04, "word": " مش", "probability": 0.95166015625}, {"start": 3688.04, "end": 3688.68, "word": " هيك؟", "probability": 0.9412434895833334}, {"start": 3688.68, "end": 3689.12, "word": " والمثال", "probability": 0.84228515625}, {"start": 3689.12, "end": 3689.5, "word": " وضحها", "probability": 0.953125}, {"start": 3689.5, "end": 3690.22, "word": " تماما،", "probability": 0.9420166015625}, {"start": 3690.22, "end": 3690.56, "word": " وضحها", "probability": 0.994140625}, {"start": 3690.56, "end": 3690.98, "word": " بشكل", "probability": 0.9423828125}, {"start": 3690.98, "end": 3691.62, "word": " مطلق", "probability": 0.9825439453125}, {"start": 3691.62, "end": 3691.88, "word": " إن", "probability": 0.435791015625}, {"start": 3691.88, "end": 3692.08, "word": " هذه", "probability": 0.250244140625}, {"start": 3692.08, "end": 3692.5, "word": " بتختلف", "probability": 0.9007161458333334}, {"start": 3692.5, "end": 3692.88, "word": " تماما", "probability": 0.9951171875}, {"start": 3692.88, "end": 3693.0, "word": " عن", "probability": 0.98291015625}, {"start": 3693.0, "end": 3693.14, "word": " هذه", "probability": 0.728515625}], "temperature": 1.0}, {"id": 162, "seek": 372124, "start": 3697.34, "end": 3721.24, "text": "هنا .. okay هنا احنا بنتكلم عن مين؟ ال A ده إيش؟ الحاسوب، معناه ذلك بقول number of computer student .. students على number of total students", "tokens": [3224, 8315, 4386, 1392, 34105, 1975, 5016, 8315, 44945, 2655, 4117, 19528, 18871, 3714, 9957, 22807, 2423, 316, 11778, 3224, 11933, 1829, 8592, 22807, 21542, 32277, 37746, 12399, 20449, 8315, 3224, 29910, 23275, 4724, 39648, 1230, 295, 3820, 3107, 4386, 1731, 15844, 1230, 295, 3217, 1731], "avg_logprob": -0.24202127722983666, "compression_ratio": 1.304054054054054, "no_speech_prob": 2.6226043701171875e-06, "words": [{"start": 3697.34, "end": 3698.34, "word": "هنا", "probability": 0.880615234375}, {"start": 3698.34, "end": 3699.18, "word": " ..", "probability": 0.39013671875}, {"start": 3699.18, "end": 3699.58, "word": " okay", "probability": 0.46337890625}, {"start": 3699.58, "end": 3700.0, "word": " هنا", "probability": 0.402587890625}, {"start": 3700.0, "end": 3700.22, "word": " احنا", "probability": 0.9137369791666666}, {"start": 3700.22, "end": 3700.68, "word": " بنتكلم", "probability": 0.9442138671875}, {"start": 3700.68, "end": 3700.88, "word": " عن", "probability": 0.994140625}, {"start": 3700.88, "end": 3701.62, "word": " مين؟", "probability": 0.85302734375}, {"start": 3701.62, "end": 3701.76, "word": " ال", "probability": 0.8134765625}, {"start": 3701.76, "end": 3701.84, "word": " A", "probability": 0.17529296875}, {"start": 3701.84, "end": 3702.1, "word": " ده", "probability": 0.896728515625}, {"start": 3702.1, "end": 3702.66, "word": " إيش؟", "probability": 0.77783203125}, {"start": 3702.66, "end": 3703.94, "word": " الحاسوب،", "probability": 0.80023193359375}, {"start": 3703.94, "end": 3704.32, "word": " معناه", "probability": 0.8875325520833334}, {"start": 3704.32, "end": 3704.68, "word": " ذلك", "probability": 0.99072265625}, {"start": 3704.68, "end": 3705.48, "word": " بقول", "probability": 0.84814453125}, {"start": 3705.48, "end": 3706.82, "word": " number", "probability": 0.66943359375}, {"start": 3706.82, "end": 3708.02, "word": " of", "probability": 0.9833984375}, {"start": 3708.02, "end": 3709.88, "word": " computer", "probability": 0.92529296875}, {"start": 3709.88, "end": 3711.64, "word": " student", "probability": 0.6572265625}, {"start": 3711.64, "end": 3712.08, "word": " ..", "probability": 0.64501953125}, {"start": 3712.08, "end": 3714.38, "word": " students", "probability": 0.962890625}, {"start": 3714.38, "end": 3715.0, "word": " على", "probability": 0.76025390625}, {"start": 3715.0, "end": 3716.66, "word": " number", "probability": 0.7587890625}, {"start": 3716.66, "end": 3717.72, "word": " of", "probability": 0.98583984375}, {"start": 3717.72, "end": 3718.52, "word": " total", "probability": 0.89111328125}, {"start": 3718.52, "end": 3721.24, "word": " students", "probability": 0.94970703125}], "temperature": 1.0}, {"id": 163, "seek": 374861, "start": 3727.13, "end": 3748.61, "text": "لل بي لحظة هنا ال بي بيصير هنا number of students with laptop على number of total students", "tokens": [1211, 1211, 4724, 1829, 5296, 5016, 19913, 3660, 34105, 2423, 4724, 1829, 4724, 1829, 9381, 13546, 34105, 1230, 295, 1731, 365, 10732, 15844, 1230, 295, 3217, 1731], "avg_logprob": -0.1584821417927742, "compression_ratio": 1.2210526315789474, "no_speech_prob": 0.0, "words": [{"start": 3727.13, "end": 3727.51, "word": "لل", "probability": 0.83154296875}, {"start": 3727.51, "end": 3727.75, "word": " بي", "probability": 0.6788330078125}, {"start": 3727.75, "end": 3728.51, "word": " لحظة", "probability": 0.9022216796875}, {"start": 3728.51, "end": 3728.83, "word": " هنا", "probability": 0.43701171875}, {"start": 3728.83, "end": 3729.19, "word": " ال", "probability": 0.92578125}, {"start": 3729.19, "end": 3729.39, "word": " بي", "probability": 0.722900390625}, {"start": 3729.39, "end": 3729.75, "word": " بيصير", "probability": 0.96435546875}, {"start": 3729.75, "end": 3730.11, "word": " هنا", "probability": 0.97705078125}, {"start": 3730.11, "end": 3730.77, "word": " number", "probability": 0.9189453125}, {"start": 3730.77, "end": 3731.71, "word": " of", "probability": 0.98974609375}, {"start": 3731.71, "end": 3733.49, "word": " students", "probability": 0.97119140625}, {"start": 3733.49, "end": 3736.43, "word": " with", "probability": 0.9462890625}, {"start": 3736.43, "end": 3738.77, "word": " laptop", "probability": 0.93115234375}, {"start": 3738.77, "end": 3742.79, "word": " على", "probability": 0.6845703125}, {"start": 3742.79, "end": 3744.05, "word": " number", "probability": 0.98583984375}, {"start": 3744.05, "end": 3744.95, "word": " of", "probability": 0.98779296875}, {"start": 3744.95, "end": 3746.47, "word": " total", "probability": 0.88427734375}, {"start": 3746.47, "end": 3748.61, "word": " students", "probability": 0.97509765625}], "temperature": 1.0}, {"id": 164, "seek": 377844, "start": 3753.54, "end": 3778.44, "text": "مختلفين تماما .. تماما مختلفين .. okay فتقريبا هي معظم البنود بتاعة المعادلة توقع المعادلة بسيطة .. اه و جادرين نتفرج بين هذه و هذه .. هذه إشي و هذه إشي تماما و بدنا نكون عارفين بس أن هذا دائما هذا ال conclusion و هذا ال event", "tokens": [2304, 46456, 46538, 9957, 46811, 10943, 995, 4386, 46811, 10943, 995, 3714, 46456, 46538, 9957, 4386, 1392, 6156, 2655, 4587, 16572, 3555, 995, 39896, 20449, 19913, 2304, 29739, 1863, 23328, 39894, 995, 27884, 9673, 3615, 18513, 37977, 6055, 30543, 3615, 9673, 3615, 18513, 37977, 4724, 3794, 1829, 9566, 3660, 4386, 1975, 3224, 4032, 10874, 18513, 2288, 9957, 8717, 2655, 5172, 47341, 49374, 29538, 4032, 29538, 4386, 29538, 11933, 8592, 1829, 4032, 29538, 11933, 8592, 1829, 46811, 10943, 995, 4032, 47525, 8315, 8717, 30544, 6225, 9640, 5172, 9957, 4724, 3794, 14739, 23758, 11778, 16373, 15042, 23758, 2423, 10063, 4032, 23758, 2423, 2280], "avg_logprob": -0.18412990795046674, "compression_ratio": 1.8309178743961352, "no_speech_prob": 0.0, "words": [{"start": 3753.54, "end": 3754.14, "word": "مختلفين", "probability": 0.9862060546875}, {"start": 3754.14, "end": 3754.66, "word": " تماما", "probability": 0.9915364583333334}, {"start": 3754.66, "end": 3755.14, "word": " ..", "probability": 0.64013671875}, {"start": 3755.14, "end": 3755.5, "word": " تماما", "probability": 0.9853515625}, {"start": 3755.5, "end": 3756.1, "word": " مختلفين", "probability": 0.992431640625}, {"start": 3756.1, "end": 3756.96, "word": " ..", "probability": 0.45703125}, {"start": 3756.96, "end": 3757.22, "word": " okay", "probability": 0.59521484375}, {"start": 3757.22, "end": 3760.12, "word": " فتقريبا", "probability": 0.9237467447916666}, {"start": 3760.12, "end": 3760.48, "word": " هي", "probability": 0.416748046875}, {"start": 3760.48, "end": 3761.28, "word": " معظم", "probability": 0.9869791666666666}, {"start": 3761.28, "end": 3762.42, "word": " البنود", "probability": 0.84228515625}, {"start": 3762.42, "end": 3762.88, "word": " بتاعة", "probability": 0.9680989583333334}, {"start": 3762.88, "end": 3763.66, "word": " المعادلة", "probability": 0.9932861328125}, {"start": 3763.66, "end": 3764.5, "word": " توقع", "probability": 0.7914225260416666}, {"start": 3764.5, "end": 3764.9, "word": " المعادلة", "probability": 0.980224609375}, {"start": 3764.9, "end": 3765.36, "word": " بسيطة", "probability": 0.98427734375}, {"start": 3765.36, "end": 3765.44, "word": " ..", "probability": 0.458740234375}, {"start": 3765.44, "end": 3765.62, "word": " اه", "probability": 0.80224609375}, {"start": 3765.62, "end": 3766.46, "word": " و", "probability": 0.398681640625}, {"start": 3766.46, "end": 3767.38, "word": " جادرين", "probability": 0.85888671875}, {"start": 3767.38, "end": 3767.76, "word": " نتفرج", "probability": 0.7967529296875}, {"start": 3767.76, "end": 3767.96, "word": " بين", "probability": 0.974609375}, {"start": 3767.96, "end": 3768.18, "word": " هذه", "probability": 0.591796875}, {"start": 3768.18, "end": 3768.3, "word": " و", "probability": 0.701171875}, {"start": 3768.3, "end": 3768.5, "word": " هذه", "probability": 0.87939453125}, {"start": 3768.5, "end": 3768.58, "word": " ..", "probability": 0.86083984375}, {"start": 3768.58, "end": 3768.72, "word": " هذه", "probability": 0.64892578125}, {"start": 3768.72, "end": 3768.92, "word": " إشي", "probability": 0.7461751302083334}, {"start": 3768.92, "end": 3769.02, "word": " و", "probability": 0.955078125}, {"start": 3769.02, "end": 3769.18, "word": " هذه", "probability": 0.7880859375}, {"start": 3769.18, "end": 3769.5, "word": " إشي", "probability": 0.9850260416666666}, {"start": 3769.5, "end": 3770.3, "word": " تماما", "probability": 0.9064127604166666}, {"start": 3770.3, "end": 3770.64, "word": " و", "probability": 0.470947265625}, {"start": 3770.64, "end": 3770.84, "word": " بدنا", "probability": 0.581787109375}, {"start": 3770.84, "end": 3770.98, "word": " نكون", "probability": 0.971923828125}, {"start": 3770.98, "end": 3771.28, "word": " عارفين", "probability": 0.99462890625}, {"start": 3771.28, "end": 3771.46, "word": " بس", "probability": 0.96875}, {"start": 3771.46, "end": 3771.6, "word": " أن", "probability": 0.474853515625}, {"start": 3771.6, "end": 3771.84, "word": " هذا", "probability": 0.369140625}, {"start": 3771.84, "end": 3772.1, "word": " دائما", "probability": 0.84814453125}, {"start": 3772.1, "end": 3772.3, "word": " هذا", "probability": 0.70068359375}, {"start": 3772.3, "end": 3772.42, "word": " ال", "probability": 0.9404296875}, {"start": 3772.42, "end": 3772.84, "word": " conclusion", "probability": 0.9609375}, {"start": 3772.84, "end": 3777.72, "word": " و", "probability": 0.6298828125}, {"start": 3777.72, "end": 3777.94, "word": " هذا", "probability": 0.697265625}, {"start": 3777.94, "end": 3778.1, "word": " ال", "probability": 0.98681640625}, {"start": 3778.1, "end": 3778.44, "word": " event", "probability": 0.94189453125}], "temperature": 1.0}, {"id": 165, "seek": 379335, "start": 3782.97, "end": 3793.35, "text": "هذه ال event نفسها إنه إيش الحدث اللي صار؟ الحدث اللي صار إنه حملة laptop، هاي الحدث، بكل بساطة، time، فإذن", "tokens": [3224, 24192, 2423, 2280, 8717, 36178, 11296, 36145, 3224, 11933, 1829, 8592, 21542, 3215, 12984, 13672, 1829, 20328, 9640, 22807, 21542, 3215, 12984, 13672, 1829, 20328, 9640, 36145, 3224, 11331, 2304, 37977, 10732, 12399, 8032, 47302, 21542, 3215, 12984, 12399, 4724, 28820, 4724, 3794, 41193, 3660, 12399, 565, 12399, 6156, 28814, 8848, 1863], "avg_logprob": -0.2400173666300597, "compression_ratio": 1.4094488188976377, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3782.97, "end": 3783.35, "word": "هذه", "probability": 0.826416015625}, {"start": 3783.35, "end": 3783.53, "word": " ال", "probability": 0.9296875}, {"start": 3783.53, "end": 3783.81, "word": " event", "probability": 0.92578125}, {"start": 3783.81, "end": 3784.33, "word": " نفسها", "probability": 0.9905598958333334}, {"start": 3784.33, "end": 3784.71, "word": " إنه", "probability": 0.442108154296875}, {"start": 3784.71, "end": 3784.83, "word": " إيش", "probability": 0.9283854166666666}, {"start": 3784.83, "end": 3785.17, "word": " الحدث", "probability": 0.9651692708333334}, {"start": 3785.17, "end": 3785.33, "word": " اللي", "probability": 0.95947265625}, {"start": 3785.33, "end": 3785.59, "word": " صار؟", "probability": 0.8844401041666666}, {"start": 3785.59, "end": 3785.85, "word": " الحدث", "probability": 0.9890950520833334}, {"start": 3785.85, "end": 3785.99, "word": " اللي", "probability": 0.994140625}, {"start": 3785.99, "end": 3786.15, "word": " صار", "probability": 0.990234375}, {"start": 3786.15, "end": 3786.31, "word": " إنه", "probability": 0.851806640625}, {"start": 3786.31, "end": 3786.55, "word": " حملة", "probability": 0.79150390625}, {"start": 3786.55, "end": 3787.69, "word": " laptop،", "probability": 0.621337890625}, {"start": 3787.69, "end": 3787.81, "word": " هاي", "probability": 0.62548828125}, {"start": 3787.81, "end": 3788.61, "word": " الحدث،", "probability": 0.840576171875}, {"start": 3788.61, "end": 3788.85, "word": " بكل", "probability": 0.9912109375}, {"start": 3788.85, "end": 3789.85, "word": " بساطة،", "probability": 0.940234375}, {"start": 3789.85, "end": 3791.19, "word": " time،", "probability": 0.4879150390625}, {"start": 3791.19, "end": 3793.35, "word": " فإذن", "probability": 0.82916259765625}], "temperature": 1.0}, {"id": 166, "seek": 382911, "start": 3801.89, "end": 3829.11, "text": "في الـ Bayesian rule بقدر الآن عشان أحطها ضمن rule أو نعملها reasoning تفكير منطق إلها بقدر أقول if E is true ال rule كيف ده تتغير مع دخلة ال probability معانا على الموضوع على الخط بقول if E is اللي هو ال event أو ال evidence الشاهد اللي شفته is true then H اللي هي ال hypothesis", "tokens": [41185, 2423, 39184, 7840, 42434, 4978, 4724, 28543, 2288, 6024, 48506, 6225, 8592, 7649, 5551, 5016, 9566, 11296, 48812, 27842, 4978, 34051, 8717, 25957, 1211, 11296, 21577, 6055, 5172, 4117, 13546, 9154, 9566, 4587, 11933, 1211, 11296, 4724, 28543, 2288, 5551, 39648, 498, 462, 307, 2074, 2423, 4978, 9122, 33911, 11778, 3224, 6055, 2655, 17082, 13546, 20449, 11778, 9778, 37977, 2423, 8482, 20449, 7649, 995, 15844, 9673, 2407, 11242, 45367, 15844, 33962, 9566, 4724, 39648, 498, 462, 307, 13672, 1829, 31439, 2423, 2280, 34051, 2423, 4467, 25124, 40294, 3215, 13672, 1829, 13412, 5172, 47395, 307, 2074, 550, 389, 13672, 1829, 39896, 2423, 17291], "avg_logprob": -0.15136718549407446, "compression_ratio": 1.6454183266932272, "no_speech_prob": 5.960464477539062e-07, "words": [{"start": 3801.89, "end": 3802.19, "word": "في", "probability": 0.8251953125}, {"start": 3802.19, "end": 3802.47, "word": " الـ", "probability": 0.517486572265625}, {"start": 3802.47, "end": 3802.73, "word": " Bayesian", "probability": 0.858154296875}, {"start": 3802.73, "end": 3802.95, "word": " rule", "probability": 0.626953125}, {"start": 3802.95, "end": 3803.35, "word": " بقدر", "probability": 0.9259440104166666}, {"start": 3803.35, "end": 3803.73, "word": " الآن", "probability": 0.668212890625}, {"start": 3803.73, "end": 3804.05, "word": " عشان", "probability": 0.9807942708333334}, {"start": 3804.05, "end": 3804.69, "word": " أحطها", "probability": 0.854248046875}, {"start": 3804.69, "end": 3805.43, "word": " ضمن", "probability": 0.989501953125}, {"start": 3805.43, "end": 3805.95, "word": " rule", "probability": 0.84375}, {"start": 3805.95, "end": 3806.25, "word": " أو", "probability": 0.634765625}, {"start": 3806.25, "end": 3806.63, "word": " نعملها", "probability": 0.980712890625}, {"start": 3806.63, "end": 3807.13, "word": " reasoning", "probability": 0.9794921875}, {"start": 3807.13, "end": 3808.27, "word": " تفكير", "probability": 0.9547119140625}, {"start": 3808.27, "end": 3808.63, "word": " منطق", "probability": 0.9513346354166666}, {"start": 3808.63, "end": 3808.99, "word": " إلها", "probability": 0.7823893229166666}, {"start": 3808.99, "end": 3809.61, "word": " بقدر", "probability": 0.9671223958333334}, {"start": 3809.61, "end": 3809.77, "word": " أقول", "probability": 0.7034912109375}, {"start": 3809.77, "end": 3810.09, "word": " if", "probability": 0.861328125}, {"start": 3810.09, "end": 3810.81, "word": " E", "probability": 0.79736328125}, {"start": 3810.81, "end": 3811.05, "word": " is", "probability": 0.94091796875}, {"start": 3811.05, "end": 3811.41, "word": " true", "probability": 0.9384765625}, {"start": 3811.41, "end": 3812.93, "word": " ال", "probability": 0.94384765625}, {"start": 3812.93, "end": 3813.07, "word": " rule", "probability": 0.90087890625}, {"start": 3813.07, "end": 3813.25, "word": " كيف", "probability": 0.975341796875}, {"start": 3813.25, "end": 3813.37, "word": " ده", "probability": 0.6009521484375}, {"start": 3813.37, "end": 3813.81, "word": " تتغير", "probability": 0.84716796875}, {"start": 3813.81, "end": 3814.33, "word": " مع", "probability": 0.9326171875}, {"start": 3814.33, "end": 3814.99, "word": " دخلة", "probability": 0.9646809895833334}, {"start": 3814.99, "end": 3815.15, "word": " ال", "probability": 0.97119140625}, {"start": 3815.15, "end": 3815.57, "word": " probability", "probability": 0.8408203125}, {"start": 3815.57, "end": 3816.01, "word": " معانا", "probability": 0.9697265625}, {"start": 3816.01, "end": 3816.13, "word": " على", "probability": 0.82763671875}, {"start": 3816.13, "end": 3816.51, "word": " الموضوع", "probability": 0.91552734375}, {"start": 3816.51, "end": 3817.07, "word": " على", "probability": 0.6318359375}, {"start": 3817.07, "end": 3817.43, "word": " الخط", "probability": 0.985595703125}, {"start": 3817.43, "end": 3818.05, "word": " بقول", "probability": 0.973876953125}, {"start": 3818.05, "end": 3818.41, "word": " if", "probability": 0.904296875}, {"start": 3818.41, "end": 3818.99, "word": " E", "probability": 0.97509765625}, {"start": 3818.99, "end": 3819.31, "word": " is", "probability": 0.904296875}, {"start": 3819.31, "end": 3819.53, "word": " اللي", "probability": 0.896484375}, {"start": 3819.53, "end": 3819.65, "word": " هو", "probability": 0.9833984375}, {"start": 3819.65, "end": 3819.75, "word": " ال", "probability": 0.88232421875}, {"start": 3819.75, "end": 3820.13, "word": " event", "probability": 0.9541015625}, {"start": 3820.13, "end": 3821.61, "word": " أو", "probability": 0.72607421875}, {"start": 3821.61, "end": 3821.77, "word": " ال", "probability": 0.98681640625}, {"start": 3821.77, "end": 3822.33, "word": " evidence", "probability": 0.96923828125}, {"start": 3822.33, "end": 3823.97, "word": " الشاهد", "probability": 0.9694010416666666}, {"start": 3823.97, "end": 3824.07, "word": " اللي", "probability": 0.984130859375}, {"start": 3824.07, "end": 3824.47, "word": " شفته", "probability": 0.8704427083333334}, {"start": 3824.47, "end": 3825.13, "word": " is", "probability": 0.90380859375}, {"start": 3825.13, "end": 3825.61, "word": " true", "probability": 0.98095703125}, {"start": 3825.61, "end": 3826.19, "word": " then", "probability": 0.72216796875}, {"start": 3826.19, "end": 3827.21, "word": " H", "probability": 0.89208984375}, {"start": 3827.21, "end": 3827.69, "word": " اللي", "probability": 0.97265625}, {"start": 3827.69, "end": 3827.87, "word": " هي", "probability": 0.9599609375}, {"start": 3827.87, "end": 3828.09, "word": " ال", "probability": 0.87451171875}, {"start": 3828.09, "end": 3829.11, "word": " hypothesis", "probability": 0.7919921875}], "temperature": 1.0}, {"id": 167, "seek": 383828, "start": 3830.66, "end": 3838.28, "text": "الـ evidence و ال hypothesis إذا حدث ال evidence true H is true with probability P", "tokens": [6027, 39184, 4467, 4032, 2423, 17291, 11933, 15730, 11331, 3215, 12984, 2423, 4467, 2074, 389, 307, 2074, 365, 8482, 430], "avg_logprob": -0.2576264880952381, "compression_ratio": 1.0786516853932584, "no_speech_prob": 0.0, "words": [{"start": 3830.66, "end": 3831.04, "word": "الـ", "probability": 0.585205078125}, {"start": 3831.04, "end": 3832.1, "word": " evidence", "probability": 0.46484375}, {"start": 3832.1, "end": 3832.46, "word": " و", "probability": 0.51708984375}, {"start": 3832.46, "end": 3832.5, "word": " ال", "probability": 0.76171875}, {"start": 3832.5, "end": 3832.98, "word": " hypothesis", "probability": 0.54931640625}, {"start": 3832.98, "end": 3833.94, "word": " إذا", "probability": 0.901123046875}, {"start": 3833.94, "end": 3834.2, "word": " حدث", "probability": 0.9933268229166666}, {"start": 3834.2, "end": 3834.32, "word": " ال", "probability": 0.9794921875}, {"start": 3834.32, "end": 3834.88, "word": " evidence", "probability": 0.9033203125}, {"start": 3834.88, "end": 3835.56, "word": " true", "probability": 0.9541015625}, {"start": 3835.56, "end": 3836.02, "word": " H", "probability": 0.32568359375}, {"start": 3836.02, "end": 3836.26, "word": " is", "probability": 0.80859375}, {"start": 3836.26, "end": 3836.66, "word": " true", "probability": 0.9677734375}, {"start": 3836.66, "end": 3837.16, "word": " with", "probability": 0.93017578125}, {"start": 3837.16, "end": 3837.9, "word": " probability", "probability": 0.9501953125}, {"start": 3837.9, "end": 3838.28, "word": " P", "probability": 0.8408203125}], "temperature": 1.0}, {"id": 168, "seek": 386591, "start": 3839.55, "end": 3865.91, "text": "باحتمالية كذا فهذه الاحتمالية هي احتمالية ال rule كلها على بعض احتمالية ان القاعدة دايما صحيحة ارتباطهم دايما صحيح بنسبة P بنسبة P ففي الحالة هذه بنقدر نقول ان ال E إذا ال E occurs فإذا probability that event H will occur is P فال probability لحدوث H هو P", "tokens": [3555, 995, 33753, 2304, 6027, 10632, 9122, 15730, 6156, 3224, 24192, 42963, 33753, 2304, 6027, 10632, 39896, 1975, 33753, 2304, 6027, 10632, 2423, 4978, 28242, 11296, 15844, 45030, 11242, 1975, 33753, 2304, 6027, 10632, 16472, 25062, 995, 22488, 3660, 11778, 47302, 15042, 20328, 5016, 1829, 5016, 3660, 1975, 43500, 3555, 41193, 16095, 11778, 47302, 15042, 20328, 5016, 1829, 5016, 44945, 35457, 3660, 430, 44945, 35457, 3660, 430, 6156, 41185, 21542, 6027, 3660, 29538, 44945, 28543, 2288, 8717, 39648, 16472, 2423, 462, 11933, 15730, 2423, 462, 11843, 6156, 28814, 15730, 8482, 300, 2280, 389, 486, 5160, 307, 430, 6156, 6027, 8482, 5296, 24401, 2407, 12984, 389, 31439, 430], "avg_logprob": -0.11306423300670253, "compression_ratio": 1.798206278026906, "no_speech_prob": 1.0728836059570312e-06, "words": [{"start": 3839.55, "end": 3840.39, "word": "باحتمالية", "probability": 0.9514973958333334}, {"start": 3840.39, "end": 3840.71, "word": " كذا", "probability": 0.970703125}, {"start": 3840.71, "end": 3841.23, "word": " فهذه", "probability": 0.77880859375}, {"start": 3841.23, "end": 3841.69, "word": " الاحتمالية", "probability": 0.965625}, {"start": 3841.69, "end": 3841.79, "word": " هي", "probability": 0.60595703125}, {"start": 3841.79, "end": 3842.27, "word": " احتمالية", "probability": 0.96650390625}, {"start": 3842.27, "end": 3842.43, "word": " ال", "probability": 0.9130859375}, {"start": 3842.43, "end": 3842.69, "word": " rule", "probability": 0.7880859375}, {"start": 3842.69, "end": 3843.05, "word": " كلها", "probability": 0.962158203125}, {"start": 3843.05, "end": 3843.17, "word": " على", "probability": 0.72021484375}, {"start": 3843.17, "end": 3843.55, "word": " بعض", "probability": 0.984619140625}, {"start": 3843.55, "end": 3844.57, "word": " احتمالية", "probability": 0.96044921875}, {"start": 3844.57, "end": 3844.71, "word": " ان", "probability": 0.69775390625}, {"start": 3844.71, "end": 3845.31, "word": " القاعدة", "probability": 0.982421875}, {"start": 3845.31, "end": 3845.57, "word": " دايما", "probability": 0.8414713541666666}, {"start": 3845.57, "end": 3846.33, "word": " صحيحة", "probability": 0.9373046875}, {"start": 3846.33, "end": 3847.19, "word": " ارتباطهم", "probability": 0.92734375}, {"start": 3847.19, "end": 3847.73, "word": " دايما", "probability": 0.9417317708333334}, {"start": 3847.73, "end": 3848.43, "word": " صحيح", "probability": 0.9979248046875}, {"start": 3848.43, "end": 3850.07, "word": " بنسبة", "probability": 0.9464518229166666}, {"start": 3850.07, "end": 3850.45, "word": " P", "probability": 0.87548828125}, {"start": 3850.45, "end": 3851.21, "word": " بنسبة", "probability": 0.7503255208333334}, {"start": 3851.21, "end": 3851.43, "word": " P", "probability": 0.982421875}, {"start": 3851.43, "end": 3852.03, "word": " ففي", "probability": 0.8935546875}, {"start": 3852.03, "end": 3852.29, "word": " الحالة", "probability": 0.9796549479166666}, {"start": 3852.29, "end": 3852.45, "word": " هذه", "probability": 0.52294921875}, {"start": 3852.45, "end": 3852.77, "word": " بنقدر", "probability": 0.8585611979166666}, {"start": 3852.77, "end": 3852.97, "word": " نقول", "probability": 0.984375}, {"start": 3852.97, "end": 3853.07, "word": " ان", "probability": 0.7802734375}, {"start": 3853.07, "end": 3853.21, "word": " ال", "probability": 0.7900390625}, {"start": 3853.21, "end": 3853.39, "word": " E", "probability": 0.939453125}, {"start": 3853.39, "end": 3854.69, "word": " إذا", "probability": 0.73681640625}, {"start": 3854.69, "end": 3855.09, "word": " ال", "probability": 0.95068359375}, {"start": 3855.09, "end": 3855.23, "word": " E", "probability": 0.978515625}, {"start": 3855.23, "end": 3855.79, "word": " occurs", "probability": 0.82373046875}, {"start": 3855.79, "end": 3856.53, "word": " فإذا", "probability": 0.7571614583333334}, {"start": 3856.53, "end": 3857.61, "word": " probability", "probability": 0.88525390625}, {"start": 3857.61, "end": 3858.73, "word": " that", "probability": 0.92724609375}, {"start": 3858.73, "end": 3859.89, "word": " event", "probability": 0.74658203125}, {"start": 3859.89, "end": 3860.21, "word": " H", "probability": 0.95263671875}, {"start": 3860.21, "end": 3860.47, "word": " will", "probability": 0.9091796875}, {"start": 3860.47, "end": 3861.23, "word": " occur", "probability": 0.9482421875}, {"start": 3861.23, "end": 3862.39, "word": " is", "probability": 0.9345703125}, {"start": 3862.39, "end": 3862.83, "word": " P", "probability": 0.6953125}, {"start": 3862.83, "end": 3863.15, "word": " فال", "probability": 0.916748046875}, {"start": 3863.15, "end": 3863.73, "word": " probability", "probability": 0.857421875}, {"start": 3863.73, "end": 3864.43, "word": " لحدوث", "probability": 0.96826171875}, {"start": 3864.43, "end": 3864.79, "word": " H", "probability": 0.974609375}, {"start": 3864.79, "end": 3865.39, "word": " هو", "probability": 0.9716796875}, {"start": 3865.39, "end": 3865.91, "word": " P", "probability": 0.99462890625}], "temperature": 1.0}, {"id": 169, "seek": 389126, "start": 3867.06, "end": 3891.26, "text": "أو P هتحدث باحتمالية .. H هتحدث باحتمالية P باحتمال P طيب في ال expert system زي ما قلنا ال H هدا اللي هو بيمثل ال hypothesis و ال E اللي هي تمثل ال evidence الشاهد اللي هيحدث و بناء عليه هتحدث الفرضية عشان نجي نحطها ك prior", "tokens": [10721, 2407, 430, 8032, 2655, 24401, 12984, 4724, 995, 33753, 2304, 6027, 10632, 4386, 389, 8032, 2655, 24401, 12984, 4724, 995, 33753, 2304, 6027, 10632, 430, 4724, 995, 33753, 2304, 6027, 430, 23032, 1829, 3555, 8978, 2423, 5844, 1185, 30767, 1829, 19446, 12174, 1211, 8315, 2423, 389, 8032, 28259, 13672, 1829, 31439, 4724, 32640, 12984, 1211, 2423, 17291, 4032, 2423, 462, 13672, 1829, 39896, 46811, 12984, 1211, 2423, 4467, 25124, 40294, 3215, 13672, 1829, 39896, 24401, 12984, 4032, 44945, 16606, 47356, 8032, 2655, 24401, 12984, 27188, 43042, 10632, 6225, 8592, 7649, 8717, 7435, 1829, 8717, 5016, 9566, 11296, 9122, 4059], "avg_logprob": -0.18904703383398527, "compression_ratio": 1.79, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3867.06, "end": 3867.48, "word": "أو", "probability": 0.809326171875}, {"start": 3867.48, "end": 3867.98, "word": " P", "probability": 0.81201171875}, {"start": 3867.98, "end": 3868.6, "word": " هتحدث", "probability": 0.8065185546875}, {"start": 3868.6, "end": 3870.6, "word": " باحتمالية", "probability": 0.8881022135416666}, {"start": 3870.6, "end": 3871.26, "word": " ..", "probability": 0.3525390625}, {"start": 3871.26, "end": 3871.66, "word": " H", "probability": 0.611328125}, {"start": 3871.66, "end": 3872.14, "word": " هتحدث", "probability": 0.9730224609375}, {"start": 3872.14, "end": 3872.66, "word": " باحتمالية", "probability": 0.946533203125}, {"start": 3872.66, "end": 3872.92, "word": " P", "probability": 0.96484375}, {"start": 3872.92, "end": 3874.5, "word": " باحتمال", "probability": 0.859765625}, {"start": 3874.5, "end": 3874.7, "word": " P", "probability": 0.98583984375}, {"start": 3874.7, "end": 3875.38, "word": " طيب", "probability": 0.8660481770833334}, {"start": 3875.38, "end": 3876.92, "word": " في", "probability": 0.62158203125}, {"start": 3876.92, "end": 3877.04, "word": " ال", "probability": 0.97021484375}, {"start": 3877.04, "end": 3877.3, "word": " expert", "probability": 0.367919921875}, {"start": 3877.3, "end": 3877.56, "word": " system", "probability": 0.95458984375}, {"start": 3877.56, "end": 3877.68, "word": " زي", "probability": 0.805908203125}, {"start": 3877.68, "end": 3877.74, "word": " ما", "probability": 0.98095703125}, {"start": 3877.74, "end": 3877.92, "word": " قلنا", "probability": 0.8994140625}, {"start": 3877.92, "end": 3878.06, "word": " ال", "probability": 0.94677734375}, {"start": 3878.06, "end": 3878.2, "word": " H", "probability": 0.5478515625}, {"start": 3878.2, "end": 3878.4, "word": " هدا", "probability": 0.4779052734375}, {"start": 3878.4, "end": 3878.54, "word": " اللي", "probability": 0.97802734375}, {"start": 3878.54, "end": 3878.8, "word": " هو", "probability": 0.978515625}, {"start": 3878.8, "end": 3879.36, "word": " بيمثل", "probability": 0.8817138671875}, {"start": 3879.36, "end": 3879.54, "word": " ال", "probability": 0.966796875}, {"start": 3879.54, "end": 3880.14, "word": " hypothesis", "probability": 0.87548828125}, {"start": 3880.14, "end": 3881.08, "word": " و", "probability": 0.74853515625}, {"start": 3881.08, "end": 3881.3, "word": " ال", "probability": 0.459228515625}, {"start": 3881.3, "end": 3881.48, "word": " E", "probability": 0.97216796875}, {"start": 3881.48, "end": 3881.74, "word": " اللي", "probability": 0.957763671875}, {"start": 3881.74, "end": 3881.92, "word": " هي", "probability": 0.87451171875}, {"start": 3881.92, "end": 3882.34, "word": " تمثل", "probability": 0.9747721354166666}, {"start": 3882.34, "end": 3882.46, "word": " ال", "probability": 0.986328125}, {"start": 3882.46, "end": 3882.94, "word": " evidence", "probability": 0.9638671875}, {"start": 3882.94, "end": 3883.82, "word": " الشاهد", "probability": 0.9420572916666666}, {"start": 3883.82, "end": 3883.94, "word": " اللي", "probability": 0.983154296875}, {"start": 3883.94, "end": 3884.44, "word": " هيحدث", "probability": 0.8328450520833334}, {"start": 3884.44, "end": 3884.7, "word": " و", "probability": 0.51171875}, {"start": 3884.7, "end": 3884.92, "word": " بناء", "probability": 0.4801025390625}, {"start": 3884.92, "end": 3885.12, "word": " عليه", "probability": 0.55029296875}, {"start": 3885.12, "end": 3886.08, "word": " هتحدث", "probability": 0.775146484375}, {"start": 3886.08, "end": 3886.8, "word": " الفرضية", "probability": 0.95703125}, {"start": 3886.8, "end": 3888.76, "word": " عشان", "probability": 0.9814453125}, {"start": 3888.76, "end": 3889.18, "word": " نجي", "probability": 0.8701171875}, {"start": 3889.18, "end": 3889.84, "word": " نحطها", "probability": 0.9847412109375}, {"start": 3889.84, "end": 3890.46, "word": " ك", "probability": 0.98388671875}, {"start": 3890.46, "end": 3891.26, "word": " prior", "probability": 0.521484375}], "temperature": 1.0}, {"id": 170, "seek": 391455, "start": 3893.35, "end": 3914.55, "text": "Prior Conditional Posterior Probabilities زي ما قلنا هذه سمنها ال posterior probability ال posterior probability هنا نفس المثال طبعا ازاي توه مافيش اي مشاكل فيه ان والله فعلا ال evidence انه بتحمل laptop فجداش ان هي هندسة حاسوب", "tokens": [47, 470, 284, 21793, 2628, 430, 7096, 1973, 8736, 6167, 30767, 1829, 19446, 12174, 1211, 8315, 29538, 8608, 27842, 11296, 2423, 33529, 8482, 2423, 33529, 8482, 34105, 8717, 36178, 9673, 12984, 6027, 23032, 3555, 3615, 995, 1975, 11622, 47302, 33427, 3224, 19446, 41185, 8592, 1975, 1829, 37893, 995, 28820, 8978, 3224, 16472, 16070, 43761, 6156, 3615, 15040, 2423, 4467, 16472, 3224, 39894, 35571, 1211, 10732, 6156, 7435, 3215, 33599, 16472, 39896, 8032, 41260, 3794, 3660, 11331, 32277, 37746], "avg_logprob": -0.22606803231601474, "compression_ratio": 1.5776699029126213, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 3893.35, "end": 3894.19, "word": "Prior", "probability": 0.6627400716145834}, {"start": 3894.19, "end": 3895.03, "word": " Conditional", "probability": 0.848876953125}, {"start": 3895.03, "end": 3895.99, "word": " Posterior", "probability": 0.8357747395833334}, {"start": 3895.99, "end": 3896.75, "word": " Probabilities", "probability": 0.836669921875}, {"start": 3896.75, "end": 3897.39, "word": " زي", "probability": 0.6497802734375}, {"start": 3897.39, "end": 3897.47, "word": " ما", "probability": 0.93603515625}, {"start": 3897.47, "end": 3897.77, "word": " قلنا", "probability": 0.92333984375}, {"start": 3897.77, "end": 3898.25, "word": " هذه", "probability": 0.64501953125}, {"start": 3898.25, "end": 3898.79, "word": " سمنها", "probability": 0.85302734375}, {"start": 3898.79, "end": 3898.91, "word": " ال", "probability": 0.72998046875}, {"start": 3898.91, "end": 3899.33, "word": " posterior", "probability": 0.57763671875}, {"start": 3899.33, "end": 3900.15, "word": " probability", "probability": 0.96484375}, {"start": 3900.15, "end": 3901.17, "word": " ال", "probability": 0.4169921875}, {"start": 3901.17, "end": 3901.53, "word": " posterior", "probability": 0.91943359375}, {"start": 3901.53, "end": 3902.31, "word": " probability", "probability": 0.9765625}, {"start": 3902.31, "end": 3903.49, "word": " هنا", "probability": 0.90966796875}, {"start": 3903.49, "end": 3905.73, "word": " نفس", "probability": 0.96533203125}, {"start": 3905.73, "end": 3906.03, "word": " المثال", "probability": 0.7628580729166666}, {"start": 3906.03, "end": 3906.35, "word": " طبعا", "probability": 0.90283203125}, {"start": 3906.35, "end": 3906.63, "word": " ازاي", "probability": 0.5693359375}, {"start": 3906.63, "end": 3906.89, "word": " توه", "probability": 0.3724365234375}, {"start": 3906.89, "end": 3907.17, "word": " مافيش", "probability": 0.8421223958333334}, {"start": 3907.17, "end": 3907.29, "word": " اي", "probability": 0.819091796875}, {"start": 3907.29, "end": 3907.67, "word": " مشاكل", "probability": 0.9884440104166666}, {"start": 3907.67, "end": 3908.07, "word": " فيه", "probability": 0.968505859375}, {"start": 3908.07, "end": 3908.35, "word": " ان", "probability": 0.80029296875}, {"start": 3908.35, "end": 3908.67, "word": " والله", "probability": 0.757568359375}, {"start": 3908.67, "end": 3909.09, "word": " فعلا", "probability": 0.8942057291666666}, {"start": 3909.09, "end": 3909.41, "word": " ال", "probability": 0.98388671875}, {"start": 3909.41, "end": 3909.95, "word": " evidence", "probability": 0.95458984375}, {"start": 3909.95, "end": 3910.53, "word": " انه", "probability": 0.87890625}, {"start": 3910.53, "end": 3910.89, "word": " بتحمل", "probability": 0.95654296875}, {"start": 3910.89, "end": 3911.37, "word": " laptop", "probability": 0.759765625}, {"start": 3911.37, "end": 3912.73, "word": " فجداش", "probability": 0.83740234375}, {"start": 3912.73, "end": 3912.99, "word": " ان", "probability": 0.85205078125}, {"start": 3912.99, "end": 3913.27, "word": " هي", "probability": 0.806640625}, {"start": 3913.27, "end": 3913.81, "word": " هندسة", "probability": 0.9710693359375}, {"start": 3913.81, "end": 3914.55, "word": " حاسوب", "probability": 0.89697265625}], "temperature": 1.0}, {"id": 171, "seek": 393601, "start": 3916.71, "end": 3936.01, "text": "hypothesis تمثل من نسبة الناس اللي بيحملوه ال laptop كويس في احتمال اصلا ان هي هندس تحسوب على .. هنشوف هناش بدون يتغير معناه هذه المفروض والاصل كانت .. مش شاك", "tokens": [3495, 79, 4624, 271, 46811, 12984, 1211, 9154, 8717, 35457, 3660, 2423, 8315, 3794, 13672, 1829, 4724, 1829, 35571, 1211, 2407, 3224, 2423, 10732, 9122, 45865, 3794, 8978, 1975, 33753, 2304, 6027, 1975, 9381, 15040, 16472, 39896, 8032, 41260, 3794, 6055, 5016, 3794, 37746, 15844, 4386, 8032, 1863, 8592, 38688, 34105, 8592, 47525, 11536, 7251, 2655, 17082, 13546, 20449, 8315, 3224, 29538, 9673, 5172, 32887, 11242, 16070, 33546, 1211, 25961, 2655, 4386, 37893, 13412, 995, 4117], "avg_logprob": -0.25750811997946205, "compression_ratio": 1.4860335195530727, "no_speech_prob": 7.748603820800781e-07, "words": [{"start": 3916.7099999999996, "end": 3917.5899999999997, "word": "hypothesis", "probability": 0.8009033203125}, {"start": 3917.5899999999997, "end": 3918.47, "word": " تمثل", "probability": 0.931640625}, {"start": 3918.47, "end": 3918.83, "word": " من", "probability": 0.97607421875}, {"start": 3918.83, "end": 3919.21, "word": " نسبة", "probability": 0.9840494791666666}, {"start": 3919.21, "end": 3919.47, "word": " الناس", "probability": 0.986328125}, {"start": 3919.47, "end": 3919.59, "word": " اللي", "probability": 0.9453125}, {"start": 3919.59, "end": 3920.15, "word": " بيحملوه", "probability": 0.8761393229166666}, {"start": 3920.15, "end": 3920.67, "word": " ال", "probability": 0.346435546875}, {"start": 3920.67, "end": 3920.97, "word": " laptop", "probability": 0.9306640625}, {"start": 3920.97, "end": 3921.65, "word": " كويس", "probability": 0.7516276041666666}, {"start": 3921.65, "end": 3922.09, "word": " في", "probability": 0.654296875}, {"start": 3922.09, "end": 3923.17, "word": " احتمال", "probability": 0.938720703125}, {"start": 3923.17, "end": 3923.53, "word": " اصلا", "probability": 0.85595703125}, {"start": 3923.53, "end": 3923.71, "word": " ان", "probability": 0.818359375}, {"start": 3923.71, "end": 3923.95, "word": " هي", "probability": 0.8193359375}, {"start": 3923.95, "end": 3924.39, "word": " هندس", "probability": 0.7138671875}, {"start": 3924.39, "end": 3924.91, "word": " تحسوب", "probability": 0.67303466796875}, {"start": 3924.91, "end": 3925.65, "word": " على", "probability": 0.81005859375}, {"start": 3925.65, "end": 3926.09, "word": " ..", "probability": 0.56787109375}, {"start": 3926.09, "end": 3926.99, "word": " هنشوف", "probability": 0.9180908203125}, {"start": 3926.99, "end": 3927.23, "word": " هناش", "probability": 0.4952392578125}, {"start": 3927.23, "end": 3927.41, "word": " بدون", "probability": 0.984619140625}, {"start": 3927.41, "end": 3927.79, "word": " يتغير", "probability": 0.86419677734375}, {"start": 3927.79, "end": 3928.21, "word": " معناه", "probability": 0.79833984375}, {"start": 3928.21, "end": 3928.59, "word": " هذه", "probability": 0.418701171875}, {"start": 3928.59, "end": 3929.25, "word": " المفروض", "probability": 0.9921875}, {"start": 3929.25, "end": 3929.95, "word": " والاصل", "probability": 0.80322265625}, {"start": 3929.95, "end": 3930.85, "word": " كانت", "probability": 0.99365234375}, {"start": 3930.85, "end": 3934.19, "word": " ..", "probability": 0.371337890625}, {"start": 3934.19, "end": 3935.71, "word": " مش", "probability": 0.306884765625}, {"start": 3935.71, "end": 3936.01, "word": " شاك", "probability": 0.59814453125}], "temperature": 1.0}, {"id": 172, "seek": 395951, "start": 3936.63, "end": 3959.51, "text": "تمام حلو جدا بمعنى لمين احتمال بيحملوا laptop طيب شوفوا احنا كيف هنقسمهم هنقسمهم ونقول ان هذه عبارة عن two terms مش term واحد ليش؟ بمعنى ان probability ان هي بيحملوا laptop و هم هندس تحاسوب واحتمال ان هم بيحملوا laptop و هم مش هندس تحاسوب فهنا صار هذا term", "tokens": [39237, 10943, 11331, 1211, 2407, 10874, 28259, 4724, 2304, 3615, 1863, 7578, 32767, 9957, 1975, 33753, 2304, 6027, 4724, 1829, 35571, 1211, 14407, 10732, 23032, 1829, 3555, 13412, 38688, 14407, 1975, 5016, 8315, 9122, 33911, 8032, 1863, 4587, 38251, 16095, 8032, 1863, 4587, 38251, 16095, 4032, 1863, 39648, 16472, 29538, 6225, 3555, 9640, 3660, 18871, 732, 2115, 37893, 1433, 36764, 24401, 32239, 8592, 22807, 4724, 2304, 3615, 1863, 7578, 16472, 8482, 16472, 39896, 4724, 1829, 35571, 1211, 14407, 10732, 4032, 8032, 2304, 8032, 41260, 3794, 6055, 5016, 32277, 37746, 36764, 33753, 2304, 6027, 16472, 8032, 2304, 4724, 1829, 35571, 1211, 14407, 10732, 4032, 8032, 2304, 37893, 8032, 41260, 3794, 6055, 5016, 32277, 37746, 6156, 3224, 8315, 20328, 9640, 23758, 1433], "avg_logprob": -0.1386880135733234, "compression_ratio": 1.9351851851851851, "no_speech_prob": 2.5033950805664062e-06, "words": [{"start": 3936.63, "end": 3936.89, "word": "تمام", "probability": 0.5888671875}, {"start": 3936.89, "end": 3937.25, "word": " حلو", "probability": 0.8251953125}, {"start": 3937.25, "end": 3937.53, "word": " جدا", "probability": 0.99462890625}, {"start": 3937.53, "end": 3938.63, "word": " بمعنى", "probability": 0.90205078125}, {"start": 3938.63, "end": 3939.27, "word": " لمين", "probability": 0.75439453125}, {"start": 3939.27, "end": 3940.43, "word": " احتمال", "probability": 0.8885498046875}, {"start": 3940.43, "end": 3941.21, "word": " بيحملوا", "probability": 0.9185546875}, {"start": 3941.21, "end": 3941.57, "word": " laptop", "probability": 0.74853515625}, {"start": 3941.57, "end": 3942.11, "word": " طيب", "probability": 0.8836263020833334}, {"start": 3942.11, "end": 3942.41, "word": " شوفوا", "probability": 0.9765625}, {"start": 3942.41, "end": 3942.55, "word": " احنا", "probability": 0.9352213541666666}, {"start": 3942.55, "end": 3942.73, "word": " كيف", "probability": 0.981689453125}, {"start": 3942.73, "end": 3943.37, "word": " هنقسمهم", "probability": 0.89697265625}, {"start": 3943.37, "end": 3945.17, "word": " هنقسمهم", "probability": 0.90244140625}, {"start": 3945.17, "end": 3945.39, "word": " ونقول", "probability": 0.8072916666666666}, {"start": 3945.39, "end": 3945.47, "word": " ان", "probability": 0.7255859375}, {"start": 3945.47, "end": 3945.67, "word": " هذه", "probability": 0.2440185546875}, {"start": 3945.67, "end": 3946.07, "word": " عبارة", "probability": 0.9224853515625}, {"start": 3946.07, "end": 3946.21, "word": " عن", "probability": 0.970703125}, {"start": 3946.21, "end": 3946.37, "word": " two", "probability": 0.89404296875}, {"start": 3946.37, "end": 3946.63, "word": " terms", "probability": 0.890625}, {"start": 3946.63, "end": 3946.81, "word": " مش", "probability": 0.56494140625}, {"start": 3946.81, "end": 3947.03, "word": " term", "probability": 0.81884765625}, {"start": 3947.03, "end": 3947.37, "word": " واحد", "probability": 0.991943359375}, {"start": 3947.37, "end": 3948.35, "word": " ليش؟", "probability": 0.744140625}, {"start": 3948.35, "end": 3948.79, "word": " بمعنى", "probability": 0.9857421875}, {"start": 3948.79, "end": 3948.95, "word": " ان", "probability": 0.82763671875}, {"start": 3948.95, "end": 3950.13, "word": " probability", "probability": 0.57861328125}, {"start": 3950.13, "end": 3950.33, "word": " ان", "probability": 0.79150390625}, {"start": 3950.33, "end": 3950.45, "word": " هي", "probability": 0.50390625}, {"start": 3950.45, "end": 3951.49, "word": " بيحملوا", "probability": 0.959375}, {"start": 3951.49, "end": 3952.65, "word": " laptop", "probability": 0.94921875}, {"start": 3952.65, "end": 3953.11, "word": " و", "probability": 0.9033203125}, {"start": 3953.11, "end": 3953.25, "word": " هم", "probability": 0.879150390625}, {"start": 3953.25, "end": 3953.55, "word": " هندس", "probability": 0.97607421875}, {"start": 3953.55, "end": 3954.13, "word": " تحاسوب", "probability": 0.78717041015625}, {"start": 3954.13, "end": 3955.21, "word": " واحتمال", "probability": 0.9327392578125}, {"start": 3955.21, "end": 3955.31, "word": " ان", "probability": 0.91943359375}, {"start": 3955.31, "end": 3955.57, "word": " هم", "probability": 0.96044921875}, {"start": 3955.57, "end": 3956.31, "word": " بيحملوا", "probability": 0.98359375}, {"start": 3956.31, "end": 3956.61, "word": " laptop", "probability": 0.94775390625}, {"start": 3956.61, "end": 3956.79, "word": " و", "probability": 0.935546875}, {"start": 3956.79, "end": 3956.91, "word": " هم", "probability": 0.90478515625}, {"start": 3956.91, "end": 3957.17, "word": " مش", "probability": 0.9765625}, {"start": 3957.17, "end": 3957.57, "word": " هندس", "probability": 0.9884440104166666}, {"start": 3957.57, "end": 3958.15, "word": " تحاسوب", "probability": 0.971923828125}, {"start": 3958.15, "end": 3958.77, "word": " فهنا", "probability": 0.9482421875}, {"start": 3958.77, "end": 3958.99, "word": " صار", "probability": 0.95556640625}, {"start": 3958.99, "end": 3959.15, "word": " هذا", "probability": 0.92626953125}, {"start": 3959.15, "end": 3959.51, "word": " term", "probability": 0.81591796875}], "temperature": 1.0}, {"id": 173, "seek": 398437, "start": 3960.29, "end": 3984.37, "text": "هيها هذا ال term ان هي هندسة حاسوب في احتمال ال evidence لهندسة الحاسوب تمام زائد احتمال انه مش هندسة حاسوب في احتمال انه ال evidence لغير مهندس هندسة الحاسوب مجموع الاتنين المفروض يتكامل مع بعضه لان هذه بتكمل هذه", "tokens": [3224, 1829, 11296, 23758, 2423, 1433, 16472, 39896, 8032, 41260, 3794, 3660, 11331, 32277, 37746, 8978, 1975, 33753, 2304, 6027, 2423, 4467, 5296, 3224, 41260, 3794, 3660, 21542, 32277, 37746, 46811, 10943, 30767, 16373, 3215, 1975, 33753, 2304, 6027, 16472, 3224, 37893, 8032, 41260, 3794, 3660, 11331, 32277, 37746, 8978, 1975, 33753, 2304, 6027, 16472, 3224, 2423, 4467, 5296, 17082, 13546, 3714, 3224, 41260, 3794, 8032, 41260, 3794, 3660, 21542, 32277, 37746, 3714, 7435, 2304, 45367, 2423, 9307, 1863, 9957, 9673, 5172, 32887, 11242, 7251, 2655, 4117, 10943, 1211, 20449, 45030, 11242, 3224, 5296, 7649, 29538, 39894, 24793, 1211, 29538], "avg_logprob": -0.13621597006769465, "compression_ratio": 2.073446327683616, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 3960.29, "end": 3960.77, "word": "هيها", "probability": 0.8787434895833334}, {"start": 3960.77, "end": 3961.17, "word": " هذا", "probability": 0.53125}, {"start": 3961.17, "end": 3961.33, "word": " ال", "probability": 0.89697265625}, {"start": 3961.33, "end": 3961.63, "word": " term", "probability": 0.88671875}, {"start": 3961.63, "end": 3962.09, "word": " ان", "probability": 0.376708984375}, {"start": 3962.09, "end": 3962.43, "word": " هي", "probability": 0.748046875}, {"start": 3962.43, "end": 3963.09, "word": " هندسة", "probability": 0.9647216796875}, {"start": 3963.09, "end": 3963.73, "word": " حاسوب", "probability": 0.92919921875}, {"start": 3963.73, "end": 3964.17, "word": " في", "probability": 0.7490234375}, {"start": 3964.17, "end": 3965.09, "word": " احتمال", "probability": 0.9832763671875}, {"start": 3965.09, "end": 3967.31, "word": " ال", "probability": 0.9716796875}, {"start": 3967.31, "end": 3968.25, "word": " evidence", "probability": 0.86181640625}, {"start": 3968.25, "end": 3969.19, "word": " لهندسة", "probability": 0.86142578125}, {"start": 3969.19, "end": 3969.77, "word": " الحاسوب", "probability": 0.9049479166666666}, {"start": 3969.77, "end": 3970.51, "word": " تمام", "probability": 0.678955078125}, {"start": 3970.51, "end": 3971.47, "word": " زائد", "probability": 0.8670247395833334}, {"start": 3971.47, "end": 3973.29, "word": " احتمال", "probability": 0.9833984375}, {"start": 3973.29, "end": 3973.55, "word": " انه", "probability": 0.897705078125}, {"start": 3973.55, "end": 3973.79, "word": " مش", "probability": 0.9697265625}, {"start": 3973.79, "end": 3974.39, "word": " هندسة", "probability": 0.98388671875}, {"start": 3974.39, "end": 3974.91, "word": " حاسوب", "probability": 0.98046875}, {"start": 3974.91, "end": 3975.31, "word": " في", "probability": 0.8134765625}, {"start": 3975.31, "end": 3975.87, "word": " احتمال", "probability": 0.9893798828125}, {"start": 3975.87, "end": 3976.11, "word": " انه", "probability": 0.737060546875}, {"start": 3976.11, "end": 3976.17, "word": " ال", "probability": 0.98583984375}, {"start": 3976.17, "end": 3976.71, "word": " evidence", "probability": 0.958984375}, {"start": 3976.71, "end": 3977.87, "word": " لغير", "probability": 0.9698893229166666}, {"start": 3977.87, "end": 3978.27, "word": " مهندس", "probability": 0.9820556640625}, {"start": 3978.27, "end": 3978.71, "word": " هندسة", "probability": 0.792083740234375}, {"start": 3978.71, "end": 3979.19, "word": " الحاسوب", "probability": 0.9645182291666666}, {"start": 3979.19, "end": 3980.39, "word": " مجموع", "probability": 0.8074951171875}, {"start": 3980.39, "end": 3981.01, "word": " الاتنين", "probability": 0.809326171875}, {"start": 3981.01, "end": 3981.57, "word": " المفروض", "probability": 0.975830078125}, {"start": 3981.57, "end": 3982.13, "word": " يتكامل", "probability": 0.94306640625}, {"start": 3982.13, "end": 3982.31, "word": " مع", "probability": 0.998046875}, {"start": 3982.31, "end": 3982.77, "word": " بعضه", "probability": 0.9967447916666666}, {"start": 3982.77, "end": 3983.27, "word": " لان", "probability": 0.68359375}, {"start": 3983.27, "end": 3983.53, "word": " هذه", "probability": 0.46826171875}, {"start": 3983.53, "end": 3984.07, "word": " بتكمل", "probability": 0.9226888020833334}, {"start": 3984.07, "end": 3984.37, "word": " هذه", "probability": 0.93115234375}], "temperature": 1.0}, {"id": 174, "seek": 400885, "start": 3989.01, "end": 4008.85, "text": "صحيح هو مش كلهم هيطلعوا بيحملوا laptop أكيد تمام فأتوقع واضحة المعادلة يا بيحملوا يا بيحملوش هي نفسها بس وسعناها شوية وسعناها شوية هي نفسها ولكن وسعناها شوية لأنه أنا معنى الآن أنه هي هندسة حسوب أو لأ", "tokens": [9381, 5016, 1829, 5016, 31439, 37893, 28242, 16095, 39896, 9566, 1211, 3615, 14407, 4724, 1829, 35571, 1211, 14407, 10732, 5551, 4117, 25708, 46811, 10943, 6156, 10721, 2655, 30543, 3615, 4032, 46958, 5016, 3660, 9673, 3615, 18513, 37977, 35186, 4724, 1829, 35571, 1211, 14407, 35186, 4724, 1829, 35571, 1211, 2407, 8592, 39896, 8717, 36178, 11296, 4724, 3794, 4032, 3794, 3615, 8315, 11296, 13412, 2407, 10632, 4032, 3794, 3615, 8315, 11296, 13412, 2407, 10632, 39896, 8717, 36178, 11296, 35525, 19452, 4032, 3794, 3615, 8315, 11296, 13412, 2407, 10632, 5296, 33456, 3224, 41850, 20449, 1863, 7578, 6024, 48506, 14739, 3224, 39896, 8032, 41260, 3794, 3660, 11331, 3794, 37746, 34051, 5296, 10721], "avg_logprob": -0.16743118883272923, "compression_ratio": 2.00561797752809, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 3989.01, "end": 3989.73, "word": "صحيح", "probability": 0.890869140625}, {"start": 3989.73, "end": 3990.21, "word": " هو", "probability": 0.83203125}, {"start": 3990.21, "end": 3990.35, "word": " مش", "probability": 0.9736328125}, {"start": 3990.35, "end": 3990.59, "word": " كلهم", "probability": 0.947021484375}, {"start": 3990.59, "end": 3991.11, "word": " هيطلعوا", "probability": 0.88720703125}, {"start": 3991.11, "end": 3991.59, "word": " بيحملوا", "probability": 0.83203125}, {"start": 3991.59, "end": 3992.23, "word": " laptop", "probability": 0.88818359375}, {"start": 3992.23, "end": 3992.89, "word": " أكيد", "probability": 0.8416341145833334}, {"start": 3992.89, "end": 3994.11, "word": " تمام", "probability": 0.81884765625}, {"start": 3994.11, "end": 3994.87, "word": " فأتوقع", "probability": 0.8958984375}, {"start": 3994.87, "end": 3995.33, "word": " واضحة", "probability": 0.9024658203125}, {"start": 3995.33, "end": 3996.35, "word": " المعادلة", "probability": 0.9383544921875}, {"start": 3996.35, "end": 3997.51, "word": " يا", "probability": 0.5283203125}, {"start": 3997.51, "end": 3997.97, "word": " بيحملوا", "probability": 0.9140625}, {"start": 3997.97, "end": 3998.19, "word": " يا", "probability": 0.8271484375}, {"start": 3998.19, "end": 3998.79, "word": " بيحملوش", "probability": 0.947021484375}, {"start": 3998.79, "end": 3999.09, "word": " هي", "probability": 0.446044921875}, {"start": 3999.09, "end": 3999.39, "word": " نفسها", "probability": 0.9371744791666666}, {"start": 3999.39, "end": 3999.67, "word": " بس", "probability": 0.93701171875}, {"start": 3999.67, "end": 4000.55, "word": " وسعناها", "probability": 0.79111328125}, {"start": 4000.55, "end": 4000.93, "word": " شوية", "probability": 0.9069010416666666}, {"start": 4000.93, "end": 4001.77, "word": " وسعناها", "probability": 0.868212890625}, {"start": 4001.77, "end": 4002.15, "word": " شوية", "probability": 0.9597981770833334}, {"start": 4002.15, "end": 4002.75, "word": " هي", "probability": 0.83251953125}, {"start": 4002.75, "end": 4003.07, "word": " نفسها", "probability": 0.9892578125}, {"start": 4003.07, "end": 4003.31, "word": " ولكن", "probability": 0.8037109375}, {"start": 4003.31, "end": 4003.81, "word": " وسعناها", "probability": 0.98759765625}, {"start": 4003.81, "end": 4004.15, "word": " شوية", "probability": 0.9586588541666666}, {"start": 4004.15, "end": 4004.87, "word": " لأنه", "probability": 0.7652994791666666}, {"start": 4004.87, "end": 4005.03, "word": " أنا", "probability": 0.472412109375}, {"start": 4005.03, "end": 4005.35, "word": " معنى", "probability": 0.9235026041666666}, {"start": 4005.35, "end": 4005.71, "word": " الآن", "probability": 0.6807861328125}, {"start": 4005.71, "end": 4006.31, "word": " أنه", "probability": 0.6318359375}, {"start": 4006.31, "end": 4006.41, "word": " هي", "probability": 0.7802734375}, {"start": 4006.41, "end": 4006.73, "word": " هندسة", "probability": 0.759765625}, {"start": 4006.73, "end": 4007.19, "word": " حسوب", "probability": 0.8650716145833334}, {"start": 4007.19, "end": 4008.13, "word": " أو", "probability": 0.626953125}, {"start": 4008.13, "end": 4008.85, "word": " لأ", "probability": 0.752685546875}], "temperature": 1.0}, {"id": 175, "seek": 403444, "start": 4009.72, "end": 4034.44, "text": "فضفنا كلمة أو لأ هذه أو لأ وضحناها أكثر مش أكتر من هيك طيب طيب نفس الكلام الآن مدام أو لأ طب انا بدي اقول او لأ هذا كمان احسبه لحاله بمعنى انه لو ال probability H I ايوة هتنوسع المثال تبعنا شوية بدنا نحسب احتمال انه", "tokens": [5172, 11242, 5172, 8315, 9122, 19528, 3660, 34051, 5296, 10721, 29538, 34051, 5296, 10721, 4032, 11242, 5016, 8315, 11296, 5551, 4117, 49115, 37893, 5551, 4117, 2655, 2288, 9154, 39896, 4117, 23032, 1829, 3555, 23032, 1829, 3555, 8717, 36178, 2423, 28820, 10943, 6024, 48506, 3714, 3215, 10943, 34051, 5296, 10721, 23032, 3555, 1975, 8315, 4724, 16254, 1975, 39648, 1975, 2407, 5296, 10721, 23758, 9122, 2304, 7649, 1975, 5016, 35457, 3224, 5296, 5016, 6027, 3224, 4724, 2304, 3615, 1863, 7578, 16472, 3224, 45164, 2423, 8482, 389, 286, 1975, 1829, 2407, 3660, 8032, 2655, 1863, 41779, 3615, 9673, 12984, 6027, 6055, 3555, 3615, 8315, 13412, 2407, 10632, 47525, 8315, 8717, 5016, 35457, 1975, 33753, 2304, 6027, 16472, 3224], "avg_logprob": -0.1880387955441557, "compression_ratio": 1.6940639269406392, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 4009.72, "end": 4010.26, "word": "فضفنا", "probability": 0.962890625}, {"start": 4010.26, "end": 4010.58, "word": " كلمة", "probability": 0.9803059895833334}, {"start": 4010.58, "end": 4010.78, "word": " أو", "probability": 0.63720703125}, {"start": 4010.78, "end": 4010.96, "word": " لأ", "probability": 0.9189453125}, {"start": 4010.96, "end": 4011.3, "word": " هذه", "probability": 0.6962890625}, {"start": 4011.3, "end": 4012.04, "word": " أو", "probability": 0.7666015625}, {"start": 4012.04, "end": 4012.28, "word": " لأ", "probability": 0.912109375}, {"start": 4012.28, "end": 4012.8, "word": " وضحناها", "probability": 0.8857421875}, {"start": 4012.8, "end": 4013.1, "word": " أكثر", "probability": 0.8346354166666666}, {"start": 4013.1, "end": 4013.52, "word": " مش", "probability": 0.64892578125}, {"start": 4013.52, "end": 4013.8, "word": " أكتر", "probability": 0.939697265625}, {"start": 4013.8, "end": 4013.94, "word": " من", "probability": 0.9912109375}, {"start": 4013.94, "end": 4014.42, "word": " هيك", "probability": 0.87744140625}, {"start": 4014.42, "end": 4014.84, "word": " طيب", "probability": 0.9287109375}, {"start": 4014.84, "end": 4015.9, "word": " طيب", "probability": 0.7440592447916666}, {"start": 4015.9, "end": 4016.14, "word": " نفس", "probability": 0.9775390625}, {"start": 4016.14, "end": 4016.6, "word": " الكلام", "probability": 0.9630533854166666}, {"start": 4016.6, "end": 4017.6, "word": " الآن", "probability": 0.73193359375}, {"start": 4017.6, "end": 4018.02, "word": " مدام", "probability": 0.8557942708333334}, {"start": 4018.02, "end": 4018.3, "word": " أو", "probability": 0.9033203125}, {"start": 4018.3, "end": 4018.64, "word": " لأ", "probability": 0.98291015625}, {"start": 4018.64, "end": 4019.36, "word": " طب", "probability": 0.969970703125}, {"start": 4019.36, "end": 4019.48, "word": " انا", "probability": 0.6549072265625}, {"start": 4019.48, "end": 4019.76, "word": " بدي", "probability": 0.8720703125}, {"start": 4019.76, "end": 4019.98, "word": " اقول", "probability": 0.5411376953125}, {"start": 4019.98, "end": 4020.32, "word": " او", "probability": 0.59881591796875}, {"start": 4020.32, "end": 4020.52, "word": " لأ", "probability": 0.94970703125}, {"start": 4020.52, "end": 4020.78, "word": " هذا", "probability": 0.84716796875}, {"start": 4020.78, "end": 4021.02, "word": " كمان", "probability": 0.9708658854166666}, {"start": 4021.02, "end": 4022.0, "word": " احسبه", "probability": 0.8253173828125}, {"start": 4022.0, "end": 4022.46, "word": " لحاله", "probability": 0.9747314453125}, {"start": 4022.46, "end": 4023.38, "word": " بمعنى", "probability": 0.97412109375}, {"start": 4023.38, "end": 4023.64, "word": " انه", "probability": 0.56005859375}, {"start": 4023.64, "end": 4023.74, "word": " لو", "probability": 0.97705078125}, {"start": 4023.74, "end": 4023.86, "word": " ال", "probability": 0.6455078125}, {"start": 4023.86, "end": 4024.48, "word": " probability", "probability": 0.8466796875}, {"start": 4024.48, "end": 4025.24, "word": " H", "probability": 0.18994140625}, {"start": 4025.24, "end": 4026.32, "word": " I", "probability": 0.3505859375}, {"start": 4026.32, "end": 4028.66, "word": " ايوة", "probability": 0.5946044921875}, {"start": 4028.66, "end": 4029.66, "word": " هتنوسع", "probability": 0.90947265625}, {"start": 4029.66, "end": 4030.02, "word": " المثال", "probability": 0.9498697916666666}, {"start": 4030.02, "end": 4030.36, "word": " تبعنا", "probability": 0.8692626953125}, {"start": 4030.36, "end": 4030.76, "word": " شوية", "probability": 0.9541015625}, {"start": 4030.76, "end": 4032.34, "word": " بدنا", "probability": 0.92626953125}, {"start": 4032.34, "end": 4032.74, "word": " نحسب", "probability": 0.9959309895833334}, {"start": 4032.74, "end": 4033.7, "word": " احتمال", "probability": 0.9769287109375}, {"start": 4033.7, "end": 4034.44, "word": " انه", "probability": 0.924560546875}], "temperature": 1.0}, {"id": 176, "seek": 405721, "start": 4035.57, "end": 4057.21, "text": "لأن حاملة laptop هي هندسة حسوب طيب احتمال اخر انه هي لأنه حاملة laptop فهي IT طيب احتمال لأنه حاملة laptop فهي اي تخصص اخر مثلا فاذا هقول H1 ال hypothesis للكمبيوتر", "tokens": [1211, 33456, 11331, 10943, 37977, 10732, 39896, 8032, 41260, 3794, 3660, 11331, 3794, 37746, 23032, 1829, 3555, 1975, 33753, 2304, 6027, 1975, 34740, 16472, 3224, 39896, 5296, 33456, 3224, 11331, 10943, 37977, 10732, 6156, 3224, 1829, 6783, 23032, 1829, 3555, 1975, 33753, 2304, 6027, 5296, 33456, 3224, 11331, 10943, 37977, 10732, 6156, 3224, 1829, 1975, 1829, 6055, 9778, 9381, 9381, 1975, 34740, 50113, 15040, 6156, 45636, 995, 8032, 39648, 389, 16, 2423, 17291, 24976, 24793, 21292, 35473, 2288], "avg_logprob": -0.15427215189873417, "compression_ratio": 1.6987179487179487, "no_speech_prob": 0.0, "words": [{"start": 4035.57, "end": 4035.95, "word": "لأن", "probability": 0.912109375}, {"start": 4035.95, "end": 4036.53, "word": " حاملة", "probability": 0.9791666666666666}, {"start": 4036.53, "end": 4037.13, "word": " laptop", "probability": 0.67578125}, {"start": 4037.13, "end": 4037.53, "word": " هي", "probability": 0.92578125}, {"start": 4037.53, "end": 4037.89, "word": " هندسة", "probability": 0.9395751953125}, {"start": 4037.89, "end": 4038.37, "word": " حسوب", "probability": 0.8092447916666666}, {"start": 4038.37, "end": 4039.25, "word": " طيب", "probability": 0.8079427083333334}, {"start": 4039.25, "end": 4040.15, "word": " احتمال", "probability": 0.8572998046875}, {"start": 4040.15, "end": 4041.15, "word": " اخر", "probability": 0.82763671875}, {"start": 4041.15, "end": 4042.05, "word": " انه", "probability": 0.552490234375}, {"start": 4042.05, "end": 4042.15, "word": " هي", "probability": 0.58056640625}, {"start": 4042.15, "end": 4042.45, "word": " لأنه", "probability": 0.72607421875}, {"start": 4042.45, "end": 4042.83, "word": " حاملة", "probability": 0.9939778645833334}, {"start": 4042.83, "end": 4043.35, "word": " laptop", "probability": 0.95849609375}, {"start": 4043.35, "end": 4043.89, "word": " فهي", "probability": 0.9814453125}, {"start": 4043.89, "end": 4044.41, "word": " IT", "probability": 0.962890625}, {"start": 4044.41, "end": 4045.95, "word": " طيب", "probability": 0.9251302083333334}, {"start": 4045.95, "end": 4046.73, "word": " احتمال", "probability": 0.97900390625}, {"start": 4046.73, "end": 4047.09, "word": " لأنه", "probability": 0.8351236979166666}, {"start": 4047.09, "end": 4047.43, "word": " حاملة", "probability": 0.9934895833333334}, {"start": 4047.43, "end": 4047.79, "word": " laptop", "probability": 0.96142578125}, {"start": 4047.79, "end": 4048.27, "word": " فهي", "probability": 0.982421875}, {"start": 4048.27, "end": 4048.45, "word": " اي", "probability": 0.85205078125}, {"start": 4048.45, "end": 4048.91, "word": " تخصص", "probability": 0.962646484375}, {"start": 4048.91, "end": 4049.25, "word": " اخر", "probability": 0.908203125}, {"start": 4049.25, "end": 4052.37, "word": " مثلا", "probability": 0.95361328125}, {"start": 4052.37, "end": 4053.29, "word": " فاذا", "probability": 0.5986328125}, {"start": 4053.29, "end": 4053.75, "word": " هقول", "probability": 0.897705078125}, {"start": 4053.75, "end": 4054.63, "word": " H1", "probability": 0.74072265625}, {"start": 4054.63, "end": 4055.11, "word": " ال", "probability": 0.87841796875}, {"start": 4055.11, "end": 4055.69, "word": " hypothesis", "probability": 0.84521484375}, {"start": 4055.69, "end": 4057.21, "word": " للكمبيوتر", "probability": 0.83837890625}], "temperature": 1.0}, {"id": 177, "seek": 408662, "start": 4058.18, "end": 4086.62, "text": "H2 ال hypothesis لل IT students ال H3 نفترض hypothesis ل other departments okay فهنا لما أقول هنا واحد معناته إيه؟ بتكلم عن الكمبيوتر و حين هتصير هنا واحد هي رجعت نفس القانون الأولاني وهي واحد هنا اللي اتغير هنا التوسيعة توسعت زيادة يعني صارت", "tokens": [39, 17, 2423, 17291, 24976, 6783, 1731, 2423, 389, 18, 8717, 5172, 2655, 43042, 17291, 5296, 661, 15326, 1392, 6156, 3224, 8315, 5296, 15042, 5551, 39648, 34105, 36764, 24401, 20449, 8315, 47395, 11933, 1829, 3224, 22807, 39894, 4117, 19528, 18871, 2423, 24793, 21292, 35473, 2288, 4032, 11331, 9957, 8032, 2655, 9381, 13546, 34105, 36764, 24401, 39896, 12602, 7435, 34268, 8717, 36178, 25062, 7649, 11536, 16247, 12610, 7649, 1829, 37037, 1829, 36764, 24401, 34105, 13672, 1829, 1975, 2655, 17082, 13546, 34105, 16712, 41779, 40228, 3660, 33427, 3794, 34268, 30767, 1829, 18513, 3660, 37495, 22653, 20328, 9640, 2655], "avg_logprob": -0.17332473735219425, "compression_ratio": 1.685589519650655, "no_speech_prob": 1.3113021850585938e-06, "words": [{"start": 4058.18, "end": 4058.8, "word": "H2", "probability": 0.803955078125}, {"start": 4058.8, "end": 4059.02, "word": " ال", "probability": 0.6328125}, {"start": 4059.02, "end": 4059.6, "word": " hypothesis", "probability": 0.5126953125}, {"start": 4059.6, "end": 4060.62, "word": " لل", "probability": 0.6767578125}, {"start": 4060.62, "end": 4061.02, "word": " IT", "probability": 0.7236328125}, {"start": 4061.02, "end": 4061.62, "word": " students", "probability": 0.67578125}, {"start": 4061.62, "end": 4062.7, "word": " ال", "probability": 0.81005859375}, {"start": 4062.7, "end": 4063.46, "word": " H3", "probability": 0.835205078125}, {"start": 4063.46, "end": 4064.0, "word": " نفترض", "probability": 0.9759521484375}, {"start": 4064.0, "end": 4064.92, "word": " hypothesis", "probability": 0.61181640625}, {"start": 4064.92, "end": 4065.34, "word": " ل", "probability": 0.87890625}, {"start": 4065.34, "end": 4066.28, "word": " other", "probability": 0.64453125}, {"start": 4066.28, "end": 4068.66, "word": " departments", "probability": 0.9375}, {"start": 4068.66, "end": 4069.32, "word": " okay", "probability": 0.364013671875}, {"start": 4069.32, "end": 4070.06, "word": " فهنا", "probability": 0.94921875}, {"start": 4070.06, "end": 4070.56, "word": " لما", "probability": 0.912841796875}, {"start": 4070.56, "end": 4070.76, "word": " أقول", "probability": 0.79736328125}, {"start": 4070.76, "end": 4070.94, "word": " هنا", "probability": 0.98046875}, {"start": 4070.94, "end": 4071.56, "word": " واحد", "probability": 0.969970703125}, {"start": 4071.56, "end": 4073.14, "word": " معناته", "probability": 0.9404296875}, {"start": 4073.14, "end": 4073.58, "word": " إيه؟", "probability": 0.5889892578125}, {"start": 4073.58, "end": 4075.2, "word": " بتكلم", "probability": 0.8536783854166666}, {"start": 4075.2, "end": 4075.34, "word": " عن", "probability": 0.9921875}, {"start": 4075.34, "end": 4075.94, "word": " الكمبيوتر", "probability": 0.866015625}, {"start": 4075.94, "end": 4076.28, "word": " و", "probability": 0.849609375}, {"start": 4076.28, "end": 4076.46, "word": " حين", "probability": 0.860595703125}, {"start": 4076.46, "end": 4076.86, "word": " هتصير", "probability": 0.81134033203125}, {"start": 4076.86, "end": 4077.02, "word": " هنا", "probability": 0.982421875}, {"start": 4077.02, "end": 4077.52, "word": " واحد", "probability": 0.985107421875}, {"start": 4077.52, "end": 4078.3, "word": " هي", "probability": 0.52587890625}, {"start": 4078.3, "end": 4078.64, "word": " رجعت", "probability": 0.9612630208333334}, {"start": 4078.64, "end": 4078.9, "word": " نفس", "probability": 0.988037109375}, {"start": 4078.9, "end": 4079.26, "word": " القانون", "probability": 0.9794921875}, {"start": 4079.26, "end": 4079.7, "word": " الأولاني", "probability": 0.927978515625}, {"start": 4079.7, "end": 4079.94, "word": " وهي", "probability": 0.609375}, {"start": 4079.94, "end": 4080.28, "word": " واحد", "probability": 0.991943359375}, {"start": 4080.28, "end": 4080.78, "word": " هنا", "probability": 0.8564453125}, {"start": 4080.78, "end": 4080.9, "word": " اللي", "probability": 0.964599609375}, {"start": 4080.9, "end": 4081.28, "word": " اتغير", "probability": 0.945068359375}, {"start": 4081.28, "end": 4082.88, "word": " هنا", "probability": 0.958984375}, {"start": 4082.88, "end": 4084.4, "word": " التوسيعة", "probability": 0.79791259765625}, {"start": 4084.4, "end": 4084.84, "word": " توسعت", "probability": 0.939453125}, {"start": 4084.84, "end": 4085.34, "word": " زيادة", "probability": 0.98828125}, {"start": 4085.34, "end": 4086.12, "word": " يعني", "probability": 0.932373046875}, {"start": 4086.12, "end": 4086.62, "word": " صارت", "probability": 0.98974609375}], "temperature": 1.0}, {"id": 178, "seek": 411229, "start": 4087.53, "end": 4112.29, "text": "E شرط H1 اللي هي Computer مضروبة في الـ H1 زائد E إن هي IT في احتمال عدد طالبات الـ IT زائد ال evidence مع ال others في احتمال ال others أصلا", "tokens": [36, 13412, 2288, 9566, 389, 16, 13672, 1829, 39896, 22289, 3714, 11242, 32887, 49401, 8978, 2423, 39184, 389, 16, 30767, 16373, 3215, 462, 36145, 39896, 6783, 8978, 1975, 33753, 2304, 6027, 6225, 3215, 3215, 23032, 6027, 3555, 9307, 2423, 39184, 6783, 30767, 16373, 3215, 2423, 4467, 20449, 2423, 2357, 8978, 1975, 33753, 2304, 6027, 2423, 2357, 5551, 9381, 15040], "avg_logprob": -0.14466146379709244, "compression_ratio": 1.4489795918367347, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 4087.53, "end": 4087.95, "word": "E", "probability": 0.87353515625}, {"start": 4087.95, "end": 4089.57, "word": " شرط", "probability": 0.86376953125}, {"start": 4089.57, "end": 4090.73, "word": " H1", "probability": 0.785400390625}, {"start": 4090.73, "end": 4091.85, "word": " اللي", "probability": 0.8212890625}, {"start": 4091.85, "end": 4092.01, "word": " هي", "probability": 0.9560546875}, {"start": 4092.01, "end": 4092.59, "word": " Computer", "probability": 0.3095703125}, {"start": 4092.59, "end": 4093.93, "word": " مضروبة", "probability": 0.953857421875}, {"start": 4093.93, "end": 4094.69, "word": " في", "probability": 0.9697265625}, {"start": 4094.69, "end": 4095.15, "word": " الـ", "probability": 0.947509765625}, {"start": 4095.15, "end": 4095.87, "word": " H1", "probability": 0.7025146484375}, {"start": 4095.87, "end": 4097.37, "word": " زائد", "probability": 0.7854817708333334}, {"start": 4097.37, "end": 4099.17, "word": " E", "probability": 0.83447265625}, {"start": 4099.17, "end": 4099.63, "word": " إن", "probability": 0.55322265625}, {"start": 4099.63, "end": 4099.91, "word": " هي", "probability": 0.7021484375}, {"start": 4099.91, "end": 4101.09, "word": " IT", "probability": 0.921875}, {"start": 4101.09, "end": 4102.09, "word": " في", "probability": 0.53076171875}, {"start": 4102.09, "end": 4102.89, "word": " احتمال", "probability": 0.968017578125}, {"start": 4102.89, "end": 4103.73, "word": " عدد", "probability": 0.9544270833333334}, {"start": 4103.73, "end": 4104.33, "word": " طالبات", "probability": 0.9261474609375}, {"start": 4104.33, "end": 4104.63, "word": " الـ", "probability": 0.915283203125}, {"start": 4104.63, "end": 4104.95, "word": " IT", "probability": 0.9697265625}, {"start": 4104.95, "end": 4106.33, "word": " زائد", "probability": 0.9646809895833334}, {"start": 4106.33, "end": 4107.67, "word": " ال", "probability": 0.98046875}, {"start": 4107.67, "end": 4108.23, "word": " evidence", "probability": 0.87255859375}, {"start": 4108.23, "end": 4108.91, "word": " مع", "probability": 0.9892578125}, {"start": 4108.91, "end": 4109.07, "word": " ال", "probability": 0.994140625}, {"start": 4109.07, "end": 4109.49, "word": " others", "probability": 0.73046875}, {"start": 4109.49, "end": 4110.95, "word": " في", "probability": 0.88623046875}, {"start": 4110.95, "end": 4111.47, "word": " احتمال", "probability": 0.987548828125}, {"start": 4111.47, "end": 4111.61, "word": " ال", "probability": 0.99365234375}, {"start": 4111.61, "end": 4111.89, "word": " others", "probability": 0.796875}, {"start": 4111.89, "end": 4112.29, "word": " أصلا", "probability": 0.9052734375}], "temperature": 1.0}, {"id": 179, "seek": 414014, "start": 4115.24, "end": 4140.14, "text": "and so on لو بدى اكبر عدد ال hypothesis كويس جمع hypothesis ال hypothesis هدولة بنجسمهم بنحطهم بأعدادهم موجودين تحت هدى لما يكون عندى يعني معنى ذلك انا معتمد في حكمى فقط على ال laptop على ال laptop بس على ال laptop طيب لو", "tokens": [474, 370, 322, 45164, 47525, 7578, 1975, 4117, 26890, 6225, 3215, 3215, 2423, 17291, 9122, 45865, 3794, 10874, 2304, 3615, 17291, 2423, 17291, 8032, 3215, 12610, 3660, 44945, 7435, 38251, 16095, 44945, 5016, 9566, 16095, 4724, 10721, 22488, 18513, 16095, 3714, 29245, 23328, 9957, 6055, 33753, 8032, 3215, 7578, 5296, 15042, 7251, 30544, 43242, 7578, 37495, 22653, 20449, 1863, 7578, 29910, 23275, 1975, 8315, 3714, 34268, 2304, 3215, 8978, 11331, 24793, 7578, 6156, 47432, 15844, 2423, 10732, 15844, 2423, 10732, 4724, 3794, 15844, 2423, 10732, 23032, 1829, 3555, 45164], "avg_logprob": -0.1907986061440574, "compression_ratio": 1.72, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 4115.24, "end": 4115.48, "word": "and", "probability": 0.71533203125}, {"start": 4115.48, "end": 4115.62, "word": " so", "probability": 0.94189453125}, {"start": 4115.62, "end": 4115.84, "word": " on", "probability": 0.95751953125}, {"start": 4115.84, "end": 4116.16, "word": " لو", "probability": 0.6748046875}, {"start": 4116.16, "end": 4116.44, "word": " بدى", "probability": 0.573486328125}, {"start": 4116.44, "end": 4117.3, "word": " اكبر", "probability": 0.8294270833333334}, {"start": 4117.3, "end": 4117.62, "word": " عدد", "probability": 0.9817708333333334}, {"start": 4117.62, "end": 4117.74, "word": " ال", "probability": 0.84912109375}, {"start": 4117.74, "end": 4118.64, "word": " hypothesis", "probability": 0.44873046875}, {"start": 4118.64, "end": 4121.04, "word": " كويس", "probability": 0.8260091145833334}, {"start": 4121.04, "end": 4121.54, "word": " جمع", "probability": 0.9373372395833334}, {"start": 4121.54, "end": 4122.14, "word": " hypothesis", "probability": 0.78369140625}, {"start": 4122.14, "end": 4123.0, "word": " ال", "probability": 0.880859375}, {"start": 4123.0, "end": 4123.46, "word": " hypothesis", "probability": 0.7490234375}, {"start": 4123.46, "end": 4124.36, "word": " هدولة", "probability": 0.874755859375}, {"start": 4124.36, "end": 4125.54, "word": " بنجسمهم", "probability": 0.96533203125}, {"start": 4125.54, "end": 4126.36, "word": " بنحطهم", "probability": 0.931396484375}, {"start": 4126.36, "end": 4127.12, "word": " بأعدادهم", "probability": 0.87421875}, {"start": 4127.12, "end": 4127.52, "word": " موجودين", "probability": 0.9686279296875}, {"start": 4127.52, "end": 4127.8, "word": " تحت", "probability": 0.636962890625}, {"start": 4127.8, "end": 4128.42, "word": " هدى", "probability": 0.5374348958333334}, {"start": 4128.42, "end": 4128.52, "word": " لما", "probability": 0.7374267578125}, {"start": 4128.52, "end": 4128.72, "word": " يكون", "probability": 0.9755859375}, {"start": 4128.72, "end": 4130.94, "word": " عندى", "probability": 0.845947265625}, {"start": 4130.94, "end": 4133.36, "word": " يعني", "probability": 0.785888671875}, {"start": 4133.36, "end": 4133.66, "word": " معنى", "probability": 0.8719075520833334}, {"start": 4133.66, "end": 4133.88, "word": " ذلك", "probability": 0.993408203125}, {"start": 4133.88, "end": 4134.1, "word": " انا", "probability": 0.7296142578125}, {"start": 4134.1, "end": 4134.54, "word": " معتمد", "probability": 0.8819580078125}, {"start": 4134.54, "end": 4134.74, "word": " في", "probability": 0.6806640625}, {"start": 4134.74, "end": 4135.28, "word": " حكمى", "probability": 0.8097330729166666}, {"start": 4135.28, "end": 4135.62, "word": " فقط", "probability": 0.99462890625}, {"start": 4135.62, "end": 4135.84, "word": " على", "probability": 0.84619140625}, {"start": 4135.84, "end": 4135.96, "word": " ال", "probability": 0.9189453125}, {"start": 4135.96, "end": 4136.36, "word": " laptop", "probability": 0.9755859375}, {"start": 4136.36, "end": 4136.96, "word": " على", "probability": 0.75146484375}, {"start": 4136.96, "end": 4137.4, "word": " ال", "probability": 0.775390625}, {"start": 4137.4, "end": 4137.7, "word": " laptop", "probability": 0.97998046875}, {"start": 4137.7, "end": 4138.2, "word": " بس", "probability": 0.93115234375}, {"start": 4138.2, "end": 4138.48, "word": " على", "probability": 0.424072265625}, {"start": 4138.48, "end": 4138.56, "word": " ال", "probability": 0.978515625}, {"start": 4138.56, "end": 4138.84, "word": " laptop", "probability": 0.97998046875}, {"start": 4138.84, "end": 4139.44, "word": " طيب", "probability": 0.9775390625}, {"start": 4139.44, "end": 4140.14, "word": " لو", "probability": 0.94580078125}], "temperature": 1.0}, {"id": 180, "seek": 416764, "start": 4141.17, "end": 4167.65, "text": "اتطورت الأمور، مع ال laptop بتطلع على إيدها التانية اللي جيت فيه T² لأ استنى، هيك اتغيرت الأمور، هتتغير تماما الأمور، ليش؟ لأنه المفروض أنا أحط ال two evidences مع بعض الآن، و هيك الدماغ بيفكر، بياخد الشاهد واحد و بس بحكم عليه، لأ، هيك واضح أنه هتتطور الأمور، بحيث أنه probability لH", "tokens": [9307, 9566, 13063, 2655, 16247, 2304, 13063, 12399, 20449, 2423, 10732, 39894, 9566, 1211, 3615, 15844, 11933, 25708, 11296, 16712, 7649, 10632, 13672, 1829, 10874, 36081, 8978, 3224, 314, 27643, 5296, 10721, 44713, 1863, 7578, 12399, 39896, 4117, 1975, 2655, 17082, 13546, 2655, 16247, 2304, 13063, 12399, 8032, 2655, 2655, 17082, 13546, 46811, 10943, 995, 16247, 2304, 13063, 12399, 32239, 8592, 22807, 5296, 33456, 3224, 9673, 5172, 32887, 11242, 41850, 5551, 5016, 9566, 2423, 732, 1073, 41298, 20449, 45030, 11242, 6024, 48506, 12399, 4032, 39896, 4117, 32748, 2304, 5718, 118, 4724, 33911, 37983, 12399, 4724, 1829, 47283, 3215, 25124, 40294, 3215, 36764, 24401, 4032, 4724, 3794, 4724, 5016, 24793, 47356, 12399, 5296, 10721, 12399, 39896, 4117, 4032, 46958, 5016, 14739, 3224, 8032, 2655, 2655, 9566, 13063, 16247, 2304, 13063, 12399, 4724, 5016, 1829, 12984, 14739, 3224, 8482, 5296, 39], "avg_logprob": -0.1559151787843023, "compression_ratio": 1.7692307692307692, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 4141.17, "end": 4141.61, "word": "اتطورت", "probability": 0.80731201171875}, {"start": 4141.61, "end": 4142.19, "word": " الأمور،", "probability": 0.81414794921875}, {"start": 4142.19, "end": 4142.39, "word": " مع", "probability": 0.947265625}, {"start": 4142.39, "end": 4142.57, "word": " ال", "probability": 0.95361328125}, {"start": 4142.57, "end": 4142.91, "word": " laptop", "probability": 0.568359375}, {"start": 4142.91, "end": 4143.49, "word": " بتطلع", "probability": 0.8681640625}, {"start": 4143.49, "end": 4143.63, "word": " على", "probability": 0.84912109375}, {"start": 4143.63, "end": 4143.87, "word": " إيدها", "probability": 0.8702799479166666}, {"start": 4143.87, "end": 4144.17, "word": " التانية", "probability": 0.8787434895833334}, {"start": 4144.17, "end": 4144.27, "word": " اللي", "probability": 0.8955078125}, {"start": 4144.27, "end": 4144.47, "word": " جيت", "probability": 0.697021484375}, {"start": 4144.47, "end": 4144.93, "word": " فيه", "probability": 0.766845703125}, {"start": 4144.93, "end": 4145.63, "word": " T²", "probability": 0.4847412109375}, {"start": 4145.63, "end": 4147.39, "word": " لأ", "probability": 0.81640625}, {"start": 4147.39, "end": 4147.81, "word": " استنى،", "probability": 0.78912353515625}, {"start": 4147.81, "end": 4147.95, "word": " هيك", "probability": 0.98388671875}, {"start": 4147.95, "end": 4148.41, "word": " اتغيرت", "probability": 0.93515625}, {"start": 4148.41, "end": 4149.65, "word": " الأمور،", "probability": 0.903564453125}, {"start": 4149.65, "end": 4150.21, "word": " هتتغير", "probability": 0.97099609375}, {"start": 4150.21, "end": 4150.63, "word": " تماما", "probability": 0.986328125}, {"start": 4150.63, "end": 4151.01, "word": " الأمور،", "probability": 0.899658203125}, {"start": 4151.01, "end": 4151.27, "word": " ليش؟", "probability": 0.9690755208333334}, {"start": 4151.27, "end": 4151.63, "word": " لأنه", "probability": 0.7815755208333334}, {"start": 4151.63, "end": 4152.31, "word": " المفروض", "probability": 0.9954833984375}, {"start": 4152.31, "end": 4152.57, "word": " أنا", "probability": 0.69482421875}, {"start": 4152.57, "end": 4153.23, "word": " أحط", "probability": 0.91259765625}, {"start": 4153.23, "end": 4153.41, "word": " ال", "probability": 0.97998046875}, {"start": 4153.41, "end": 4153.55, "word": " two", "probability": 0.70751953125}, {"start": 4153.55, "end": 4154.07, "word": " evidences", "probability": 0.93798828125}, {"start": 4154.07, "end": 4154.35, "word": " مع", "probability": 0.9912109375}, {"start": 4154.35, "end": 4154.65, "word": " بعض", "probability": 0.997314453125}, {"start": 4154.65, "end": 4155.57, "word": " الآن،", "probability": 0.7498372395833334}, {"start": 4155.57, "end": 4155.65, "word": " و", "probability": 0.62451171875}, {"start": 4155.65, "end": 4155.77, "word": " هيك", "probability": 0.952392578125}, {"start": 4155.77, "end": 4156.07, "word": " الدماغ", "probability": 0.77960205078125}, {"start": 4156.07, "end": 4156.95, "word": " بيفكر،", "probability": 0.9056396484375}, {"start": 4156.95, "end": 4157.25, "word": " بياخد", "probability": 0.96142578125}, {"start": 4157.25, "end": 4157.67, "word": " الشاهد", "probability": 0.9817708333333334}, {"start": 4157.67, "end": 4158.15, "word": " واحد", "probability": 0.9912109375}, {"start": 4158.15, "end": 4158.57, "word": " و", "probability": 0.491455078125}, {"start": 4158.57, "end": 4158.77, "word": " بس", "probability": 0.986083984375}, {"start": 4158.77, "end": 4159.07, "word": " بحكم", "probability": 0.9055989583333334}, {"start": 4159.07, "end": 4159.69, "word": " عليه،", "probability": 0.95166015625}, {"start": 4159.69, "end": 4160.03, "word": " لأ،", "probability": 0.8333333333333334}, {"start": 4160.03, "end": 4160.27, "word": " هيك", "probability": 0.993408203125}, {"start": 4160.27, "end": 4160.49, "word": " واضح", "probability": 0.9928385416666666}, {"start": 4160.49, "end": 4160.69, "word": " أنه", "probability": 0.777099609375}, {"start": 4160.69, "end": 4161.21, "word": " هتتطور", "probability": 0.982421875}, {"start": 4161.21, "end": 4162.69, "word": " الأمور،", "probability": 0.9073486328125}, {"start": 4162.69, "end": 4165.25, "word": " بحيث", "probability": 0.9781494140625}, {"start": 4165.25, "end": 4165.71, "word": " أنه", "probability": 0.690185546875}, {"start": 4165.71, "end": 4166.65, "word": " probability", "probability": 0.8251953125}, {"start": 4166.65, "end": 4167.65, "word": " لH", "probability": 0.6485595703125}], "temperature": 1.0}, {"id": 181, "seek": 419542, "start": 4168.78, "end": 4195.42, "text": "one هي evidence واحد اتنين تلاتة حسب جدش عدد ال evidences الشواهد اللي هشوفها فهنا كانت single evidence مع multiple hypotheses هنا multiple evidences مع multiple hypotheses هنقول each واحد بشرط ان هي تحمل laptop and", "tokens": [546, 39896, 4467, 36764, 24401, 1975, 2655, 1863, 9957, 6055, 1211, 9307, 3660, 11331, 35457, 10874, 3215, 8592, 6225, 3215, 3215, 2423, 1073, 41298, 25124, 14407, 3224, 3215, 13672, 1829, 8032, 8592, 38688, 11296, 6156, 3224, 8315, 25961, 2655, 2167, 4467, 20449, 3866, 49969, 34105, 3866, 1073, 41298, 20449, 3866, 49969, 8032, 1863, 39648, 1184, 36764, 24401, 4724, 46309, 9566, 16472, 39896, 6055, 35571, 1211, 10732, 293], "avg_logprob": -0.162798714111833, "compression_ratio": 1.6666666666666667, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 4168.78, "end": 4169.22, "word": "one", "probability": 0.515625}, {"start": 4169.22, "end": 4169.88, "word": " هي", "probability": 0.81298828125}, {"start": 4169.88, "end": 4170.88, "word": " evidence", "probability": 0.78125}, {"start": 4170.88, "end": 4171.4, "word": " واحد", "probability": 0.97216796875}, {"start": 4171.4, "end": 4171.78, "word": " اتنين", "probability": 0.964599609375}, {"start": 4171.78, "end": 4172.38, "word": " تلاتة", "probability": 0.9161376953125}, {"start": 4172.38, "end": 4173.0, "word": " حسب", "probability": 0.910400390625}, {"start": 4173.0, "end": 4173.32, "word": " جدش", "probability": 0.8131510416666666}, {"start": 4173.32, "end": 4173.56, "word": " عدد", "probability": 0.9777018229166666}, {"start": 4173.56, "end": 4173.66, "word": " ال", "probability": 0.97119140625}, {"start": 4173.66, "end": 4174.3, "word": " evidences", "probability": 0.666015625}, {"start": 4174.3, "end": 4176.0, "word": " الشواهد", "probability": 0.9725341796875}, {"start": 4176.0, "end": 4176.14, "word": " اللي", "probability": 0.92431640625}, {"start": 4176.14, "end": 4176.76, "word": " هشوفها", "probability": 0.93310546875}, {"start": 4176.76, "end": 4177.72, "word": " فهنا", "probability": 0.84326171875}, {"start": 4177.72, "end": 4178.04, "word": " كانت", "probability": 0.96142578125}, {"start": 4178.04, "end": 4178.4, "word": " single", "probability": 0.92431640625}, {"start": 4178.4, "end": 4180.24, "word": " evidence", "probability": 0.8798828125}, {"start": 4180.24, "end": 4180.74, "word": " مع", "probability": 0.98291015625}, {"start": 4180.74, "end": 4181.68, "word": " multiple", "probability": 0.79248046875}, {"start": 4181.68, "end": 4183.08, "word": " hypotheses", "probability": 0.513671875}, {"start": 4183.08, "end": 4184.52, "word": " هنا", "probability": 0.93798828125}, {"start": 4184.52, "end": 4185.86, "word": " multiple", "probability": 0.80029296875}, {"start": 4185.86, "end": 4187.06, "word": " evidences", "probability": 0.876708984375}, {"start": 4187.06, "end": 4187.62, "word": " مع", "probability": 0.9912109375}, {"start": 4187.62, "end": 4188.02, "word": " multiple", "probability": 0.8349609375}, {"start": 4188.02, "end": 4188.76, "word": " hypotheses", "probability": 0.8251953125}, {"start": 4188.76, "end": 4190.06, "word": " هنقول", "probability": 0.923828125}, {"start": 4190.06, "end": 4190.78, "word": " each", "probability": 0.198486328125}, {"start": 4190.78, "end": 4191.28, "word": " واحد", "probability": 0.93701171875}, {"start": 4191.28, "end": 4192.3, "word": " بشرط", "probability": 0.93017578125}, {"start": 4192.3, "end": 4192.8, "word": " ان", "probability": 0.66796875}, {"start": 4192.8, "end": 4193.04, "word": " هي", "probability": 0.7001953125}, {"start": 4193.04, "end": 4193.7, "word": " تحمل", "probability": 0.8444010416666666}, {"start": 4193.7, "end": 4194.16, "word": " laptop", "probability": 0.74609375}, {"start": 4194.16, "end": 4195.42, "word": " and", "probability": 0.95361328125}], "temperature": 1.0}, {"id": 182, "seek": 422150, "start": 4197.06, "end": 4221.5, "text": "لأنهم صاروا اتنين مع بعض هي تحمل laptop و T2 أولكوا و بتدرس AI مثلا هي شواهد كلها كلها شواهد فخلّيني افرض ان والله هي H1 بمعنى هي هندسة حسوب جدش احتمال ان هي تكون هندسة حسوب لأنها تحمل laptop و تحمل T2", "tokens": [1211, 33456, 16095, 20328, 9640, 14407, 1975, 2655, 1863, 9957, 20449, 45030, 11242, 39896, 6055, 35571, 1211, 10732, 4032, 314, 17, 5551, 12610, 4117, 14407, 4032, 39894, 3215, 2288, 3794, 7318, 50113, 15040, 39896, 13412, 14407, 3224, 3215, 28242, 11296, 28242, 11296, 13412, 14407, 3224, 3215, 6156, 9778, 1211, 11703, 9957, 1829, 1975, 5172, 43042, 16472, 16070, 43761, 39896, 389, 16, 4724, 2304, 3615, 1863, 7578, 39896, 8032, 41260, 3794, 3660, 11331, 3794, 37746, 10874, 3215, 8592, 1975, 33753, 2304, 6027, 16472, 39896, 6055, 30544, 8032, 41260, 3794, 3660, 11331, 3794, 37746, 5296, 33456, 11296, 6055, 35571, 1211, 10732, 4032, 6055, 35571, 1211, 314, 17], "avg_logprob": -0.20798938454322094, "compression_ratio": 1.7258883248730965, "no_speech_prob": 0.0, "words": [{"start": 4197.06, "end": 4197.42, "word": "لأنهم", "probability": 0.7517903645833334}, {"start": 4197.42, "end": 4197.62, "word": " صاروا", "probability": 0.8875325520833334}, {"start": 4197.62, "end": 4197.82, "word": " اتنين", "probability": 0.7762451171875}, {"start": 4197.82, "end": 4197.98, "word": " مع", "probability": 0.982421875}, {"start": 4197.98, "end": 4198.3, "word": " بعض", "probability": 0.99365234375}, {"start": 4198.3, "end": 4198.68, "word": " هي", "probability": 0.474609375}, {"start": 4198.68, "end": 4199.02, "word": " تحمل", "probability": 0.9440104166666666}, {"start": 4199.02, "end": 4199.34, "word": " laptop", "probability": 0.71630859375}, {"start": 4199.34, "end": 4199.86, "word": " و", "probability": 0.80908203125}, {"start": 4199.86, "end": 4200.56, "word": " T2", "probability": 0.42608642578125}, {"start": 4200.56, "end": 4202.3, "word": " أولكوا", "probability": 0.69281005859375}, {"start": 4202.3, "end": 4202.56, "word": " و", "probability": 0.50390625}, {"start": 4202.56, "end": 4203.22, "word": " بتدرس", "probability": 0.95263671875}, {"start": 4203.22, "end": 4203.8, "word": " AI", "probability": 0.943359375}, {"start": 4203.8, "end": 4206.02, "word": " مثلا", "probability": 0.937744140625}, {"start": 4206.02, "end": 4206.9, "word": " هي", "probability": 0.2049560546875}, {"start": 4206.9, "end": 4207.4, "word": " شواهد", "probability": 0.98876953125}, {"start": 4207.4, "end": 4208.18, "word": " كلها", "probability": 0.987060546875}, {"start": 4208.18, "end": 4208.78, "word": " كلها", "probability": 0.787841796875}, {"start": 4208.78, "end": 4209.1, "word": " شواهد", "probability": 0.989501953125}, {"start": 4209.1, "end": 4209.66, "word": " فخلّيني", "probability": 0.820556640625}, {"start": 4209.66, "end": 4209.9, "word": " افرض", "probability": 0.8219401041666666}, {"start": 4209.9, "end": 4210.32, "word": " ان", "probability": 0.53515625}, {"start": 4210.32, "end": 4210.66, "word": " والله", "probability": 0.67529296875}, {"start": 4210.66, "end": 4212.1, "word": " هي", "probability": 0.84130859375}, {"start": 4212.1, "end": 4212.66, "word": " H1", "probability": 0.8076171875}, {"start": 4212.66, "end": 4213.14, "word": " بمعنى", "probability": 0.9232421875}, {"start": 4213.14, "end": 4213.34, "word": " هي", "probability": 0.3671875}, {"start": 4213.34, "end": 4213.68, "word": " هندسة", "probability": 0.7108154296875}, {"start": 4213.68, "end": 4214.32, "word": " حسوب", "probability": 0.7967122395833334}, {"start": 4214.32, "end": 4215.1, "word": " جدش", "probability": 0.66796875}, {"start": 4215.1, "end": 4215.86, "word": " احتمال", "probability": 0.9810791015625}, {"start": 4215.86, "end": 4216.38, "word": " ان", "probability": 0.72314453125}, {"start": 4216.38, "end": 4216.6, "word": " هي", "probability": 0.87841796875}, {"start": 4216.6, "end": 4216.84, "word": " تكون", "probability": 0.982666015625}, {"start": 4216.84, "end": 4217.2, "word": " هندسة", "probability": 0.9815673828125}, {"start": 4217.2, "end": 4217.52, "word": " حسوب", "probability": 0.9597981770833334}, {"start": 4217.52, "end": 4218.38, "word": " لأنها", "probability": 0.9498697916666666}, {"start": 4218.38, "end": 4219.4, "word": " تحمل", "probability": 0.9889322916666666}, {"start": 4219.4, "end": 4219.86, "word": " laptop", "probability": 0.857421875}, {"start": 4219.86, "end": 4220.66, "word": " و", "probability": 0.63134765625}, {"start": 4220.66, "end": 4220.98, "word": " تحمل", "probability": 0.9855143229166666}, {"start": 4220.98, "end": 4221.5, "word": " T2", "probability": 0.976806640625}], "temperature": 1.0}, {"id": 183, "seek": 425104, "start": 4222.6, "end": 4251.04, "text": "فإذا فوج فاش كتير مشكلة لكن هنضربهم ضرق في بعض احتمال أن هي هندست حاسوب بالأساس بشكل مطلق وهدي زي ما قلنا على القبول والتسجيل جديش عدد الطالبات كلهم طيب جديش عدد طالبات هندست الحاسوب هدي على هدي خلصناها مافيش فيها مشكلة تمام هنا بصير بدنا نشتغل على probability E1 condition H1 في", "tokens": [5172, 28814, 15730, 6156, 29245, 6156, 33599, 9122, 2655, 13546, 37893, 28820, 3660, 44381, 8032, 1863, 11242, 25513, 16095, 48812, 2288, 4587, 8978, 45030, 11242, 1975, 33753, 2304, 6027, 14739, 39896, 8032, 41260, 14851, 11331, 32277, 37746, 20666, 10721, 3794, 32277, 4724, 8592, 28820, 3714, 9566, 1211, 4587, 37037, 16254, 30767, 1829, 19446, 12174, 1211, 8315, 15844, 25062, 3555, 12610, 16070, 2655, 3794, 7435, 26895, 10874, 16254, 8592, 6225, 3215, 3215, 41950, 6027, 3555, 9307, 28242, 16095, 23032, 1829, 3555, 10874, 16254, 8592, 6225, 3215, 3215, 23032, 6027, 3555, 9307, 8032, 41260, 14851, 21542, 32277, 37746, 8032, 16254, 15844, 8032, 16254, 16490, 1211, 9381, 8315, 11296, 19446, 41185, 8592, 8978, 11296, 37893, 28820, 3660, 46811, 10943, 34105, 4724, 9381, 13546, 47525, 8315, 8717, 8592, 2655, 17082, 1211, 15844, 8482, 462, 16, 4188, 389, 16, 8978], "avg_logprob": -0.1671645204153131, "compression_ratio": 1.7785977859778597, "no_speech_prob": 0.0, "words": [{"start": 4222.6, "end": 4223.06, "word": "فإذا", "probability": 0.81640625}, {"start": 4223.06, "end": 4223.86, "word": " فوج", "probability": 0.5875244140625}, {"start": 4223.86, "end": 4224.06, "word": " فاش", "probability": 0.4794921875}, {"start": 4224.06, "end": 4224.32, "word": " كتير", "probability": 0.94775390625}, {"start": 4224.32, "end": 4224.7, "word": " مشكلة", "probability": 0.98974609375}, {"start": 4224.7, "end": 4224.92, "word": " لكن", "probability": 0.82275390625}, {"start": 4224.92, "end": 4225.74, "word": " هنضربهم", "probability": 0.9083984375}, {"start": 4225.74, "end": 4226.02, "word": " ضرق", "probability": 0.7018229166666666}, {"start": 4226.02, "end": 4226.12, "word": " في", "probability": 0.6806640625}, {"start": 4226.12, "end": 4226.42, "word": " بعض", "probability": 0.993896484375}, {"start": 4226.42, "end": 4227.44, "word": " احتمال", "probability": 0.9144287109375}, {"start": 4227.44, "end": 4227.58, "word": " أن", "probability": 0.375732421875}, {"start": 4227.58, "end": 4227.9, "word": " هي", "probability": 0.7900390625}, {"start": 4227.9, "end": 4228.44, "word": " هندست", "probability": 0.8984375}, {"start": 4228.44, "end": 4229.04, "word": " حاسوب", "probability": 0.8699544270833334}, {"start": 4229.04, "end": 4229.96, "word": " بالأساس", "probability": 0.93408203125}, {"start": 4229.96, "end": 4230.36, "word": " بشكل", "probability": 0.9739583333333334}, {"start": 4230.36, "end": 4230.92, "word": " مطلق", "probability": 0.971435546875}, {"start": 4230.92, "end": 4231.36, "word": " وهدي", "probability": 0.542236328125}, {"start": 4231.36, "end": 4231.44, "word": " زي", "probability": 0.902099609375}, {"start": 4231.44, "end": 4231.54, "word": " ما", "probability": 0.97216796875}, {"start": 4231.54, "end": 4231.8, "word": " قلنا", "probability": 0.8583984375}, {"start": 4231.8, "end": 4232.28, "word": " على", "probability": 0.420166015625}, {"start": 4232.28, "end": 4232.52, "word": " القبول", "probability": 0.8756510416666666}, {"start": 4232.52, "end": 4233.1, "word": " والتسجيل", "probability": 0.869873046875}, {"start": 4233.1, "end": 4234.08, "word": " جديش", "probability": 0.7508138020833334}, {"start": 4234.08, "end": 4234.3, "word": " عدد", "probability": 0.9842122395833334}, {"start": 4234.3, "end": 4234.8, "word": " الطالبات", "probability": 0.8907470703125}, {"start": 4234.8, "end": 4235.86, "word": " كلهم", "probability": 0.736083984375}, {"start": 4235.86, "end": 4237.36, "word": " طيب", "probability": 0.8772786458333334}, {"start": 4237.36, "end": 4237.72, "word": " جديش", "probability": 0.9388020833333334}, {"start": 4237.72, "end": 4237.94, "word": " عدد", "probability": 0.9908854166666666}, {"start": 4237.94, "end": 4238.38, "word": " طالبات", "probability": 0.935791015625}, {"start": 4238.38, "end": 4238.66, "word": " هندست", "probability": 0.9755859375}, {"start": 4238.66, "end": 4239.18, "word": " الحاسوب", "probability": 0.9195963541666666}, {"start": 4239.18, "end": 4239.94, "word": " هدي", "probability": 0.5732421875}, {"start": 4239.94, "end": 4240.1, "word": " على", "probability": 0.8779296875}, {"start": 4240.1, "end": 4240.32, "word": " هدي", "probability": 0.953125}, {"start": 4240.32, "end": 4241.08, "word": " خلصناها", "probability": 0.990234375}, {"start": 4241.08, "end": 4241.5, "word": " مافيش", "probability": 0.71923828125}, {"start": 4241.5, "end": 4241.64, "word": " فيها", "probability": 0.97607421875}, {"start": 4241.64, "end": 4242.22, "word": " مشكلة", "probability": 0.9881184895833334}, {"start": 4242.22, "end": 4242.9, "word": " تمام", "probability": 0.94921875}, {"start": 4242.9, "end": 4243.34, "word": " هنا", "probability": 0.896484375}, {"start": 4243.34, "end": 4244.16, "word": " بصير", "probability": 0.8865559895833334}, {"start": 4244.16, "end": 4244.5, "word": " بدنا", "probability": 0.946044921875}, {"start": 4244.5, "end": 4245.1, "word": " نشتغل", "probability": 0.909375}, {"start": 4245.1, "end": 4245.48, "word": " على", "probability": 0.95556640625}, {"start": 4245.48, "end": 4246.42, "word": " probability", "probability": 0.89892578125}, {"start": 4246.42, "end": 4248.04, "word": " E1", "probability": 0.65283203125}, {"start": 4248.04, "end": 4249.26, "word": " condition", "probability": 0.81298828125}, {"start": 4249.26, "end": 4250.38, "word": " H1", "probability": 0.842529296875}, {"start": 4250.38, "end": 4251.04, "word": " في", "probability": 0.9052734375}], "temperature": 1.0}, {"id": 184, "seek": 428126, "start": 4252.8, "end": 4281.26, "text": "B E2 condition H1 و احنا قولنا مدام and سابقا ال and بدرب و ال or مذاكرين و كده طيب احنا هنحتاج الموضوع الكلام هذا نسترجع يعني لاحقا الدرب و القسمة و الجمعة مدام انا بقول and لإن انا شوفت ال two evidences حقيقة انا شوفت ال laptop و شوفت", "tokens": [33, 462, 17, 4188, 389, 16, 4032, 1975, 5016, 8315, 12174, 12610, 8315, 3714, 3215, 10943, 293, 8608, 16758, 4587, 995, 2423, 293, 47525, 25513, 4032, 2423, 420, 3714, 15730, 37983, 9957, 4032, 9122, 3215, 3224, 23032, 1829, 3555, 1975, 5016, 8315, 8032, 1863, 33753, 26108, 9673, 2407, 11242, 45367, 2423, 28820, 10943, 23758, 8717, 14851, 47341, 3615, 37495, 22653, 20193, 5016, 4587, 995, 32748, 25513, 4032, 25062, 38251, 3660, 4032, 25724, 2304, 27884, 3714, 3215, 10943, 1975, 8315, 4724, 39648, 293, 5296, 28814, 1863, 1975, 8315, 13412, 38688, 2655, 2423, 732, 1073, 41298, 11331, 38436, 28671, 1975, 8315, 13412, 38688, 2655, 2423, 10732, 4032, 13412, 38688, 2655], "avg_logprob": -0.2277809654900787, "compression_ratio": 1.6814159292035398, "no_speech_prob": 1.0728836059570312e-06, "words": [{"start": 4252.799999999999, "end": 4253.639999999999, "word": "B", "probability": 0.1470947265625}, {"start": 4253.639999999999, "end": 4254.48, "word": " E2", "probability": 0.3763427734375}, {"start": 4254.48, "end": 4255.24, "word": " condition", "probability": 0.61181640625}, {"start": 4255.24, "end": 4255.86, "word": " H1", "probability": 0.868408203125}, {"start": 4255.86, "end": 4259.0, "word": " و", "probability": 0.6494140625}, {"start": 4259.0, "end": 4259.08, "word": " احنا", "probability": 0.7389729817708334}, {"start": 4259.08, "end": 4259.44, "word": " قولنا", "probability": 0.8810221354166666}, {"start": 4259.44, "end": 4259.88, "word": " مدام", "probability": 0.8430989583333334}, {"start": 4259.88, "end": 4260.56, "word": " and", "probability": 0.853515625}, {"start": 4260.56, "end": 4262.74, "word": " سابقا", "probability": 0.9810791015625}, {"start": 4262.74, "end": 4263.34, "word": " ال", "probability": 0.89990234375}, {"start": 4263.34, "end": 4263.58, "word": " and", "probability": 0.69482421875}, {"start": 4263.58, "end": 4264.1, "word": " بدرب", "probability": 0.783203125}, {"start": 4264.1, "end": 4264.7, "word": " و", "probability": 0.61279296875}, {"start": 4264.7, "end": 4264.82, "word": " ال", "probability": 0.912109375}, {"start": 4264.82, "end": 4265.12, "word": " or", "probability": 0.96484375}, {"start": 4265.12, "end": 4267.44, "word": " مذاكرين", "probability": 0.644775390625}, {"start": 4267.44, "end": 4267.5, "word": " و", "probability": 0.572265625}, {"start": 4267.5, "end": 4267.64, "word": " كده", "probability": 0.7696126302083334}, {"start": 4267.64, "end": 4267.96, "word": " طيب", "probability": 0.8173828125}, {"start": 4267.96, "end": 4268.32, "word": " احنا", "probability": 0.9479166666666666}, {"start": 4268.32, "end": 4268.78, "word": " هنحتاج", "probability": 0.8763427734375}, {"start": 4268.78, "end": 4269.1, "word": " الموضوع", "probability": 0.984375}, {"start": 4269.1, "end": 4269.46, "word": " الكلام", "probability": 0.93310546875}, {"start": 4269.46, "end": 4269.64, "word": " هذا", "probability": 0.62548828125}, {"start": 4269.64, "end": 4270.56, "word": " نسترجع", "probability": 0.964599609375}, {"start": 4270.56, "end": 4270.8, "word": " يعني", "probability": 0.775146484375}, {"start": 4270.8, "end": 4271.24, "word": " لاحقا", "probability": 0.967529296875}, {"start": 4271.24, "end": 4271.64, "word": " الدرب", "probability": 0.875244140625}, {"start": 4271.64, "end": 4271.82, "word": " و", "probability": 0.93212890625}, {"start": 4271.82, "end": 4273.22, "word": " القسمة", "probability": 0.6015218098958334}, {"start": 4273.22, "end": 4273.3, "word": " و", "probability": 0.7783203125}, {"start": 4273.3, "end": 4274.08, "word": " الجمعة", "probability": 0.7683919270833334}, {"start": 4274.08, "end": 4274.72, "word": " مدام", "probability": 0.9055989583333334}, {"start": 4274.72, "end": 4274.84, "word": " انا", "probability": 0.7783203125}, {"start": 4274.84, "end": 4275.42, "word": " بقول", "probability": 0.98095703125}, {"start": 4275.42, "end": 4276.02, "word": " and", "probability": 0.9658203125}, {"start": 4276.02, "end": 4276.44, "word": " لإن", "probability": 0.7491861979166666}, {"start": 4276.44, "end": 4276.54, "word": " انا", "probability": 0.740478515625}, {"start": 4276.54, "end": 4276.82, "word": " شوفت", "probability": 0.9278971354166666}, {"start": 4276.82, "end": 4276.92, "word": " ال", "probability": 0.943359375}, {"start": 4276.92, "end": 4277.34, "word": " two", "probability": 0.87060546875}, {"start": 4277.34, "end": 4277.82, "word": " evidences", "probability": 0.926513671875}, {"start": 4277.82, "end": 4278.48, "word": " حقيقة", "probability": 0.8779296875}, {"start": 4278.48, "end": 4279.3, "word": " انا", "probability": 0.892333984375}, {"start": 4279.3, "end": 4279.72, "word": " شوفت", "probability": 0.95947265625}, {"start": 4279.72, "end": 4280.06, "word": " ال", "probability": 0.732421875}, {"start": 4280.06, "end": 4280.4, "word": " laptop", "probability": 0.97412109375}, {"start": 4280.4, "end": 4280.84, "word": " و", "probability": 0.98486328125}, {"start": 4280.84, "end": 4281.26, "word": " شوفت", "probability": 0.8684895833333334}], "temperature": 1.0}, {"id": 185, "seek": 429657, "start": 4282.01, "end": 4296.57, "text": "T² and الاتنين موجودين فإذا في الحالة دي أكيد بدي أضرب احتمالية أو جداش نسبة الهندسة الحسوب من اللي بيحمله laptop وجداش نسبة هندسة الحسوب من اللي بيحمله", "tokens": [51, 27643, 293, 2423, 9307, 1863, 9957, 3714, 29245, 23328, 9957, 6156, 28814, 15730, 8978, 21542, 6027, 3660, 11778, 1829, 5551, 4117, 25708, 4724, 16254, 5551, 11242, 25513, 1975, 33753, 2304, 6027, 10632, 34051, 10874, 3215, 33599, 8717, 35457, 3660, 2423, 3224, 41260, 3794, 3660, 21542, 3794, 37746, 9154, 13672, 1829, 4724, 1829, 35571, 43761, 10732, 49610, 3215, 33599, 8717, 35457, 3660, 8032, 41260, 3794, 3660, 21542, 3794, 37746, 9154, 13672, 1829, 4724, 1829, 35571, 43761], "avg_logprob": -0.1485389680057377, "compression_ratio": 1.7682119205298013, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 4282.01, "end": 4282.63, "word": "T²", "probability": 0.437744140625}, {"start": 4282.63, "end": 4283.57, "word": " and", "probability": 0.50830078125}, {"start": 4283.57, "end": 4284.77, "word": " الاتنين", "probability": 0.7655029296875}, {"start": 4284.77, "end": 4285.39, "word": " موجودين", "probability": 0.986572265625}, {"start": 4285.39, "end": 4286.01, "word": " فإذا", "probability": 0.7584635416666666}, {"start": 4286.01, "end": 4286.11, "word": " في", "probability": 0.78369140625}, {"start": 4286.11, "end": 4286.39, "word": " الحالة", "probability": 0.88232421875}, {"start": 4286.39, "end": 4286.51, "word": " دي", "probability": 0.887451171875}, {"start": 4286.51, "end": 4286.71, "word": " أكيد", "probability": 0.8736979166666666}, {"start": 4286.71, "end": 4286.93, "word": " بدي", "probability": 0.775146484375}, {"start": 4286.93, "end": 4287.29, "word": " أضرب", "probability": 0.90283203125}, {"start": 4287.29, "end": 4288.59, "word": " احتمالية", "probability": 0.94462890625}, {"start": 4288.59, "end": 4289.45, "word": " أو", "probability": 0.69970703125}, {"start": 4289.45, "end": 4289.83, "word": " جداش", "probability": 0.8326822916666666}, {"start": 4289.83, "end": 4291.31, "word": " نسبة", "probability": 0.9931640625}, {"start": 4291.31, "end": 4291.97, "word": " الهندسة", "probability": 0.94453125}, {"start": 4291.97, "end": 4292.45, "word": " الحسوب", "probability": 0.8076171875}, {"start": 4292.45, "end": 4292.69, "word": " من", "probability": 0.97509765625}, {"start": 4292.69, "end": 4292.87, "word": " اللي", "probability": 0.985595703125}, {"start": 4292.87, "end": 4293.25, "word": " بيحمله", "probability": 0.9530029296875}, {"start": 4293.25, "end": 4293.69, "word": " laptop", "probability": 0.662109375}, {"start": 4293.69, "end": 4294.65, "word": " وجداش", "probability": 0.8899739583333334}, {"start": 4294.65, "end": 4295.03, "word": " نسبة", "probability": 0.9952799479166666}, {"start": 4295.03, "end": 4295.41, "word": " هندسة", "probability": 0.9652099609375}, {"start": 4295.41, "end": 4295.79, "word": " الحسوب", "probability": 0.9427083333333334}, {"start": 4295.79, "end": 4295.93, "word": " من", "probability": 0.98681640625}, {"start": 4295.93, "end": 4296.09, "word": " اللي", "probability": 0.99609375}, {"start": 4296.09, "end": 4296.57, "word": " بيحمله", "probability": 0.96484375}], "temperature": 1.0}, {"id": 186, "seek": 432268, "start": 4297.5, "end": 4322.68, "text": "الـ T² فلما أجي أتكلم عن الـ T² هقول لأ معناته بدنا نحسب الباجين فيه الهندسة المعمارية و فيه الهندسة المدنية و فيه سنة أولى كل هدولة بيحملوا بشكل مكثف ال .. ال .. هنا هتطلع هندسة الحاسوب على جد مين اللي بده يحمل الـ T² اللي لسه خليني أقول بدهم يعني كإنين مأجلين المصاق تبع ال .. الرسم الهندسي مثلا okay هتطلع نسبة بس المتوقعة هتكون جليلة شوية نسبيا", "tokens": [6027, 39184, 314, 27643, 6156, 1211, 15042, 5551, 7435, 1829, 5551, 2655, 4117, 19528, 18871, 2423, 39184, 314, 27643, 8032, 39648, 5296, 10721, 20449, 8315, 47395, 47525, 8315, 8717, 5016, 35457, 29739, 26108, 9957, 8978, 3224, 2423, 3224, 41260, 3794, 3660, 9673, 25957, 9640, 10632, 4032, 8978, 3224, 2423, 3224, 41260, 3794, 3660, 9673, 3215, 1863, 10632, 4032, 8978, 3224, 8608, 1863, 3660, 5551, 12610, 7578, 28242, 8032, 3215, 12610, 3660, 4724, 1829, 35571, 1211, 14407, 4724, 8592, 28820, 3714, 4117, 12984, 5172, 2423, 4386, 2423, 4386, 34105, 8032, 2655, 9566, 1211, 3615, 8032, 41260, 3794, 3660, 21542, 32277, 37746, 15844, 10874, 3215, 3714, 9957, 13672, 1829, 47525, 3224, 7251, 35571, 1211, 2423, 39184, 314, 27643, 13672, 1829, 5296, 3794, 3224, 16490, 1211, 9957, 1829, 5551, 39648, 47525, 16095, 37495, 22653, 9122, 28814, 1863, 9957, 3714, 10721, 7435, 1211, 9957, 9673, 9381, 995, 4587, 6055, 3555, 3615, 2423, 4386, 34892, 38251, 2423, 3224, 41260, 3794, 1829, 50113, 15040, 1392, 8032, 2655, 9566, 1211, 3615, 8717, 35457, 3660, 4724, 3794, 9673, 2655, 30543, 27884, 8032, 2655, 30544, 10874, 20292, 37977, 13412, 2407, 10632, 8717, 35457, 25528], "avg_logprob": -0.128948255492154, "compression_ratio": 2.08135593220339, "no_speech_prob": 1.7285346984863281e-06, "words": [{"start": 4297.5, "end": 4297.76, "word": "الـ", "probability": 0.6953125}, {"start": 4297.76, "end": 4298.2, "word": " T²", "probability": 0.5999755859375}, {"start": 4298.2, "end": 4298.76, "word": " فلما", "probability": 0.7513020833333334}, {"start": 4298.76, "end": 4298.9, "word": " أجي", "probability": 0.7062174479166666}, {"start": 4298.9, "end": 4299.12, "word": " أتكلم", "probability": 0.9566650390625}, {"start": 4299.12, "end": 4299.26, "word": " عن", "probability": 0.97216796875}, {"start": 4299.26, "end": 4299.34, "word": " الـ", "probability": 0.66650390625}, {"start": 4299.34, "end": 4299.62, "word": " T²", "probability": 0.930908203125}, {"start": 4299.62, "end": 4299.96, "word": " هقول", "probability": 0.70556640625}, {"start": 4299.96, "end": 4300.16, "word": " لأ", "probability": 0.971923828125}, {"start": 4300.16, "end": 4300.6, "word": " معناته", "probability": 0.9695638020833334}, {"start": 4300.6, "end": 4300.94, "word": " بدنا", "probability": 0.907958984375}, {"start": 4300.94, "end": 4301.26, "word": " نحسب", "probability": 0.9952799479166666}, {"start": 4301.26, "end": 4301.82, "word": " الباجين", "probability": 0.802490234375}, {"start": 4301.82, "end": 4302.2, "word": " فيه", "probability": 0.72607421875}, {"start": 4302.2, "end": 4302.52, "word": " الهندسة", "probability": 0.86435546875}, {"start": 4302.52, "end": 4302.92, "word": " المعمارية", "probability": 0.88232421875}, {"start": 4302.92, "end": 4303.02, "word": " و", "probability": 0.85498046875}, {"start": 4303.02, "end": 4303.12, "word": " فيه", "probability": 0.846435546875}, {"start": 4303.12, "end": 4303.44, "word": " الهندسة", "probability": 0.99072265625}, {"start": 4303.44, "end": 4303.8, "word": " المدنية", "probability": 0.974853515625}, {"start": 4303.8, "end": 4303.92, "word": " و", "probability": 0.96533203125}, {"start": 4303.92, "end": 4304.02, "word": " فيه", "probability": 0.9658203125}, {"start": 4304.02, "end": 4304.24, "word": " سنة", "probability": 0.8779296875}, {"start": 4304.24, "end": 4304.56, "word": " أولى", "probability": 0.9615885416666666}, {"start": 4304.56, "end": 4304.92, "word": " كل", "probability": 0.70703125}, {"start": 4304.92, "end": 4305.16, "word": " هدولة", "probability": 0.9071044921875}, {"start": 4305.16, "end": 4305.52, "word": " بيحملوا", "probability": 0.93505859375}, {"start": 4305.52, "end": 4305.8, "word": " بشكل", "probability": 0.98583984375}, {"start": 4305.8, "end": 4306.26, "word": " مكثف", "probability": 0.9827880859375}, {"start": 4306.26, "end": 4306.6, "word": " ال", "probability": 0.375}, {"start": 4306.6, "end": 4306.6, "word": " ..", "probability": 0.8056640625}, {"start": 4306.6, "end": 4306.84, "word": " ال", "probability": 0.87939453125}, {"start": 4306.84, "end": 4307.46, "word": " ..", "probability": 0.9287109375}, {"start": 4307.46, "end": 4307.78, "word": " هنا", "probability": 0.88818359375}, {"start": 4307.78, "end": 4308.34, "word": " هتطلع", "probability": 0.9845703125}, {"start": 4308.34, "end": 4308.96, "word": " هندسة", "probability": 0.9759521484375}, {"start": 4308.96, "end": 4309.5, "word": " الحاسوب", "probability": 0.8582356770833334}, {"start": 4309.5, "end": 4310.04, "word": " على", "probability": 0.82275390625}, {"start": 4310.04, "end": 4310.22, "word": " جد", "probability": 0.982421875}, {"start": 4310.22, "end": 4310.44, "word": " مين", "probability": 0.959228515625}, {"start": 4310.44, "end": 4310.56, "word": " اللي", "probability": 0.973876953125}, {"start": 4310.56, "end": 4310.74, "word": " بده", "probability": 0.7705078125}, {"start": 4310.74, "end": 4311.02, "word": " يحمل", "probability": 0.8844401041666666}, {"start": 4311.02, "end": 4311.12, "word": " الـ", "probability": 0.626220703125}, {"start": 4311.12, "end": 4311.48, "word": " T²", "probability": 0.9228515625}, {"start": 4311.48, "end": 4312.02, "word": " اللي", "probability": 0.980224609375}, {"start": 4312.02, "end": 4312.44, "word": " لسه", "probability": 0.9814453125}, {"start": 4312.44, "end": 4312.84, "word": " خليني", "probability": 0.8824462890625}, {"start": 4312.84, "end": 4313.04, "word": " أقول", "probability": 0.90576171875}, {"start": 4313.04, "end": 4313.44, "word": " بدهم", "probability": 0.925048828125}, {"start": 4313.44, "end": 4314.02, "word": " يعني", "probability": 0.945068359375}, {"start": 4314.02, "end": 4314.34, "word": " كإنين", "probability": 0.65777587890625}, {"start": 4314.34, "end": 4314.98, "word": " مأجلين", "probability": 0.89345703125}, {"start": 4314.98, "end": 4315.66, "word": " المصاق", "probability": 0.7650146484375}, {"start": 4315.66, "end": 4315.94, "word": " تبع", "probability": 0.8971354166666666}, {"start": 4315.94, "end": 4316.28, "word": " ال", "probability": 0.95068359375}, {"start": 4316.28, "end": 4316.9, "word": " ..", "probability": 0.86962890625}, {"start": 4316.9, "end": 4317.22, "word": " الرسم", "probability": 0.958984375}, {"start": 4317.22, "end": 4317.68, "word": " الهندسي", "probability": 0.9935546875}, {"start": 4317.68, "end": 4318.0, "word": " مثلا", "probability": 0.968994140625}, {"start": 4318.0, "end": 4318.7, "word": " okay", "probability": 0.71875}, {"start": 4318.7, "end": 4319.14, "word": " هتطلع", "probability": 0.98359375}, {"start": 4319.14, "end": 4319.44, "word": " نسبة", "probability": 0.9939778645833334}, {"start": 4319.44, "end": 4319.68, "word": " بس", "probability": 0.975830078125}, {"start": 4319.68, "end": 4320.56, "word": " المتوقعة", "probability": 0.85894775390625}, {"start": 4320.56, "end": 4320.96, "word": " هتكون", "probability": 0.9622395833333334}, {"start": 4320.96, "end": 4321.32, "word": " جليلة", "probability": 0.9666341145833334}, {"start": 4321.32, "end": 4321.74, "word": " شوية", "probability": 0.9537760416666666}, {"start": 4321.74, "end": 4322.68, "word": " نسبيا", "probability": 0.8741861979166666}], "temperature": 1.0}, {"id": 187, "seek": 435059, "start": 4323.47, "end": 4350.59, "text": "تمام فهي برضه ال evidences نفسها بهذا الشكل .. بهذا الشكل المرة القادمة بناخد مثال على الموضوع ككل و بنحاول على نفس المثال نفترضه أنه والله فعلا في عندي هندسة حسوب اللي هي H1 H2 نفترض أنه هي ال IT H3 ال others خلينا نسميهم", "tokens": [39237, 10943, 6156, 3224, 1829, 4724, 43042, 3224, 2423, 1073, 41298, 8717, 36178, 11296, 39627, 15730, 25124, 28820, 4386, 39627, 15730, 25124, 28820, 9673, 25720, 25062, 18513, 46007, 44945, 47283, 3215, 50113, 6027, 15844, 9673, 2407, 11242, 45367, 9122, 28820, 4032, 44945, 5016, 995, 12610, 15844, 8717, 36178, 9673, 12984, 6027, 8717, 5172, 2655, 43042, 3224, 14739, 3224, 16070, 43761, 6156, 3615, 15040, 8978, 18871, 16254, 8032, 41260, 3794, 3660, 11331, 3794, 37746, 13672, 1829, 39896, 389, 16, 389, 17, 8717, 5172, 2655, 43042, 14739, 3224, 39896, 2423, 6783, 389, 18, 2423, 2357, 16490, 1211, 9957, 995, 8717, 38251, 1829, 16095], "avg_logprob": -0.17049632528248956, "compression_ratio": 1.7361111111111112, "no_speech_prob": 6.973743438720703e-06, "words": [{"start": 4323.47, "end": 4323.91, "word": "تمام", "probability": 0.814208984375}, {"start": 4323.91, "end": 4324.85, "word": " فهي", "probability": 0.7631022135416666}, {"start": 4324.85, "end": 4325.75, "word": " برضه", "probability": 0.95263671875}, {"start": 4325.75, "end": 4325.95, "word": " ال", "probability": 0.97705078125}, {"start": 4325.95, "end": 4326.29, "word": " evidences", "probability": 0.7060546875}, {"start": 4326.29, "end": 4326.95, "word": " نفسها", "probability": 0.9951171875}, {"start": 4326.95, "end": 4327.49, "word": " بهذا", "probability": 0.9560546875}, {"start": 4327.49, "end": 4327.95, "word": " الشكل", "probability": 0.988525390625}, {"start": 4327.95, "end": 4328.03, "word": " ..", "probability": 0.452880859375}, {"start": 4328.03, "end": 4328.41, "word": " بهذا", "probability": 0.917724609375}, {"start": 4328.41, "end": 4329.29, "word": " الشكل", "probability": 0.9814453125}, {"start": 4329.29, "end": 4329.97, "word": " المرة", "probability": 0.9384765625}, {"start": 4329.97, "end": 4330.51, "word": " القادمة", "probability": 0.9856770833333334}, {"start": 4330.51, "end": 4331.17, "word": " بناخد", "probability": 0.9612630208333334}, {"start": 4331.17, "end": 4331.73, "word": " مثال", "probability": 0.990478515625}, {"start": 4331.73, "end": 4332.75, "word": " على", "probability": 0.77587890625}, {"start": 4332.75, "end": 4333.17, "word": " الموضوع", "probability": 0.9990234375}, {"start": 4333.17, "end": 4333.61, "word": " ككل", "probability": 0.98388671875}, {"start": 4333.61, "end": 4334.13, "word": " و", "probability": 0.76025390625}, {"start": 4334.13, "end": 4334.73, "word": " بنحاول", "probability": 0.972900390625}, {"start": 4334.73, "end": 4334.89, "word": " على", "probability": 0.86572265625}, {"start": 4334.89, "end": 4335.07, "word": " نفس", "probability": 0.99609375}, {"start": 4335.07, "end": 4335.57, "word": " المثال", "probability": 0.9866536458333334}, {"start": 4335.57, "end": 4336.87, "word": " نفترضه", "probability": 0.88037109375}, {"start": 4336.87, "end": 4337.75, "word": " أنه", "probability": 0.5426025390625}, {"start": 4337.75, "end": 4337.93, "word": " والله", "probability": 0.7685546875}, {"start": 4337.93, "end": 4338.23, "word": " فعلا", "probability": 0.9329427083333334}, {"start": 4338.23, "end": 4338.39, "word": " في", "probability": 0.8486328125}, {"start": 4338.39, "end": 4338.73, "word": " عندي", "probability": 0.5819091796875}, {"start": 4338.73, "end": 4339.53, "word": " هندسة", "probability": 0.7608642578125}, {"start": 4339.53, "end": 4340.05, "word": " حسوب", "probability": 0.8663736979166666}, {"start": 4340.05, "end": 4340.47, "word": " اللي", "probability": 0.831298828125}, {"start": 4340.47, "end": 4340.63, "word": " هي", "probability": 0.8349609375}, {"start": 4340.63, "end": 4341.71, "word": " H1", "probability": 0.751708984375}, {"start": 4341.71, "end": 4344.15, "word": " H2", "probability": 0.738037109375}, {"start": 4344.15, "end": 4344.71, "word": " نفترض", "probability": 0.9727783203125}, {"start": 4344.71, "end": 4344.91, "word": " أنه", "probability": 0.484619140625}, {"start": 4344.91, "end": 4345.19, "word": " هي", "probability": 0.71337890625}, {"start": 4345.19, "end": 4346.63, "word": " ال", "probability": 0.84423828125}, {"start": 4346.63, "end": 4346.97, "word": " IT", "probability": 0.8125}, {"start": 4346.97, "end": 4348.39, "word": " H3", "probability": 0.84326171875}, {"start": 4348.39, "end": 4349.31, "word": " ال", "probability": 0.916015625}, {"start": 4349.31, "end": 4349.61, "word": " others", "probability": 0.86083984375}, {"start": 4349.61, "end": 4350.01, "word": " خلينا", "probability": 0.7200927734375}, {"start": 4350.01, "end": 4350.59, "word": " نسميهم", "probability": 0.9942626953125}], "temperature": 1.0}, {"id": 188, "seek": 436546, "start": 4351.32, "end": 4365.46, "text": "و نقول ال evidence الأولى هي ال laptop التانية ال T square نفطرة و مثلا studying AI for example", "tokens": [2407, 8717, 39648, 2423, 4467, 16247, 12610, 7578, 39896, 2423, 10732, 16712, 7649, 10632, 2423, 314, 3732, 8717, 5172, 9566, 25720, 4032, 50113, 15040, 7601, 7318, 337, 1365], "avg_logprob": -0.238820049269446, "compression_ratio": 1.1293103448275863, "no_speech_prob": 0.0, "words": [{"start": 4351.32, "end": 4351.62, "word": "و", "probability": 0.90673828125}, {"start": 4351.62, "end": 4352.4, "word": " نقول", "probability": 0.6524658203125}, {"start": 4352.4, "end": 4352.78, "word": " ال", "probability": 0.9697265625}, {"start": 4352.78, "end": 4353.84, "word": " evidence", "probability": 0.87255859375}, {"start": 4353.84, "end": 4354.74, "word": " الأولى", "probability": 0.9246419270833334}, {"start": 4354.74, "end": 4355.16, "word": " هي", "probability": 0.91455078125}, {"start": 4355.16, "end": 4355.32, "word": " ال", "probability": 0.90673828125}, {"start": 4355.32, "end": 4355.8, "word": " laptop", "probability": 0.9736328125}, {"start": 4355.8, "end": 4358.76, "word": " التانية", "probability": 0.8634440104166666}, {"start": 4358.76, "end": 4358.98, "word": " ال", "probability": 0.86767578125}, {"start": 4358.98, "end": 4359.14, "word": " T", "probability": 0.8515625}, {"start": 4359.14, "end": 4359.64, "word": " square", "probability": 0.242919921875}, {"start": 4359.64, "end": 4360.56, "word": " نفطرة", "probability": 0.6824951171875}, {"start": 4360.56, "end": 4361.9, "word": " و", "probability": 0.873046875}, {"start": 4361.9, "end": 4362.44, "word": " مثلا", "probability": 0.955322265625}, {"start": 4362.44, "end": 4362.92, "word": " studying", "probability": 0.90966796875}, {"start": 4362.92, "end": 4364.32, "word": " AI", "probability": 0.6923828125}, {"start": 4364.32, "end": 4365.06, "word": " for", "probability": 0.86181640625}, {"start": 4365.06, "end": 4365.46, "word": " example", "probability": 0.97998046875}], "temperature": 1.0}, {"id": 189, "seek": 438570, "start": 4367.42, "end": 4385.7, "text": "تمام؟ اتصدقوا انها زبطت؟ يعني T² بالنسبة ل I T تمام؟ يعني بشكل او باخر زبطت فخلينا معناته نضلنا مركزين على المثال هذا نحله المرة الجاية ان شاء الله تعالى يلا اعطيكوا العافية بنكمل من هذه النقطة المرة القادمة ان شاء الله تعالى", "tokens": [2655, 15042, 2304, 22807, 1975, 2655, 9381, 3215, 4587, 14407, 16472, 11296, 30767, 3555, 9566, 2655, 22807, 37495, 22653, 314, 27643, 20666, 1863, 35457, 3660, 5296, 286, 314, 46811, 10943, 22807, 37495, 22653, 4724, 8592, 28820, 1975, 2407, 4724, 47283, 2288, 30767, 3555, 9566, 2655, 6156, 9778, 1211, 9957, 995, 20449, 8315, 47395, 8717, 11242, 1211, 8315, 3714, 31747, 11622, 9957, 15844, 9673, 12984, 6027, 23758, 8717, 5016, 1211, 3224, 9673, 25720, 25724, 995, 10632, 16472, 13412, 16606, 21984, 37279, 6027, 7578, 7251, 15040, 1975, 3615, 9566, 1829, 4117, 14407, 18863, 31845, 10632, 44945, 24793, 1211, 9154, 29538, 28239, 47432, 3660, 9673, 25720, 25062, 18513, 46007, 16472, 13412, 16606, 21984, 37279, 6027, 7578], "avg_logprob": -0.2065515280292745, "compression_ratio": 1.9285714285714286, "no_speech_prob": 0.00014126300811767578, "words": [{"start": 4367.42, "end": 4368.06, "word": "تمام؟", "probability": 0.72711181640625}, {"start": 4368.06, "end": 4368.52, "word": " اتصدقوا", "probability": 0.9405924479166666}, {"start": 4368.52, "end": 4368.7, "word": " انها", "probability": 0.517333984375}, {"start": 4368.7, "end": 4369.74, "word": " زبطت؟", "probability": 0.8546875}, {"start": 4369.74, "end": 4370.22, "word": " يعني", "probability": 0.880859375}, {"start": 4370.22, "end": 4370.92, "word": " T²", "probability": 0.466552734375}, {"start": 4370.92, "end": 4371.58, "word": " بالنسبة", "probability": 0.974365234375}, {"start": 4371.58, "end": 4371.88, "word": " ل", "probability": 0.70068359375}, {"start": 4371.88, "end": 4372.82, "word": " I", "probability": 0.1435546875}, {"start": 4372.82, "end": 4373.14, "word": " T", "probability": 0.56396484375}, {"start": 4373.14, "end": 4374.82, "word": " تمام؟", "probability": 0.6539306640625}, {"start": 4374.82, "end": 4375.14, "word": " يعني", "probability": 0.961669921875}, {"start": 4375.14, "end": 4375.98, "word": " بشكل", "probability": 0.814453125}, {"start": 4375.98, "end": 4376.14, "word": " او", "probability": 0.621826171875}, {"start": 4376.14, "end": 4376.52, "word": " باخر", "probability": 0.9070638020833334}, {"start": 4376.52, "end": 4376.84, "word": " زبطت", "probability": 0.9681396484375}, {"start": 4376.84, "end": 4377.34, "word": " فخلينا", "probability": 0.735986328125}, {"start": 4377.34, "end": 4377.86, "word": " معناته", "probability": 0.9191080729166666}, {"start": 4377.86, "end": 4378.16, "word": " نضلنا", "probability": 0.69580078125}, {"start": 4378.16, "end": 4378.5, "word": " مركزين", "probability": 0.9388427734375}, {"start": 4378.5, "end": 4378.58, "word": " على", "probability": 0.8115234375}, {"start": 4378.58, "end": 4378.82, "word": " المثال", "probability": 0.8429361979166666}, {"start": 4378.82, "end": 4378.98, "word": " هذا", "probability": 0.56396484375}, {"start": 4378.98, "end": 4380.42, "word": " نحله", "probability": 0.86328125}, {"start": 4380.42, "end": 4380.64, "word": " المرة", "probability": 0.841796875}, {"start": 4380.64, "end": 4380.96, "word": " الجاية", "probability": 0.900390625}, {"start": 4380.96, "end": 4381.08, "word": " ان", "probability": 0.73681640625}, {"start": 4381.08, "end": 4381.2, "word": " شاء", "probability": 0.947265625}, {"start": 4381.2, "end": 4381.26, "word": " الله", "probability": 0.94384765625}, {"start": 4381.26, "end": 4381.58, "word": " تعالى", "probability": 0.966796875}, {"start": 4381.58, "end": 4382.2, "word": " يلا", "probability": 0.61279296875}, {"start": 4382.2, "end": 4382.54, "word": " اعطيكوا", "probability": 0.8404134114583334}, {"start": 4382.54, "end": 4382.98, "word": " العافية", "probability": 0.94873046875}, {"start": 4382.98, "end": 4383.72, "word": " بنكمل", "probability": 0.8699544270833334}, {"start": 4383.72, "end": 4383.84, "word": " من", "probability": 0.9765625}, {"start": 4383.84, "end": 4384.16, "word": " هذه", "probability": 0.94873046875}, {"start": 4384.16, "end": 4384.5, "word": " النقطة", "probability": 0.9847005208333334}, {"start": 4384.5, "end": 4384.74, "word": " المرة", "probability": 0.985595703125}, {"start": 4384.74, "end": 4385.06, "word": " القادمة", "probability": 0.9889322916666666}, {"start": 4385.06, "end": 4385.2, "word": " ان", "probability": 0.87158203125}, {"start": 4385.2, "end": 4385.34, "word": " شاء", "probability": 0.986328125}, {"start": 4385.34, "end": 4385.38, "word": " الله", "probability": 0.955078125}, {"start": 4385.38, "end": 4385.7, "word": " تعالى", "probability": 0.9903971354166666}], "temperature": 1.0}], "language": "ar", "language_probability": 1.0, "duration": 4386.2494375, "duration_after_vad": 4258.502499999982}
\ No newline at end of file
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/wvUolqJpHd8_raw.srt b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/wvUolqJpHd8_raw.srt
new file mode 100644
index 0000000000000000000000000000000000000000..eeb93b67b6da3a3bd56f95a12d8d991a33e755ae
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/wvUolqJpHd8_raw.srt
@@ -0,0 +1,4016 @@
+1
+00:00:04,980 --> 00:00:08,840
+بسم الله الرحمن الرحيم نكمل في موضوع ال rule based
+
+2
+00:00:08,840 --> 00:00:12,320
+expert system اللي كنا اتكلمنا فيها المرة السابقة
+
+3
+00:00:12,320 --> 00:00:17,720
+و تقريبا شبه خلصناها تبقالنا فقط ناخدلنا مثال
+
+4
+00:00:17,720 --> 00:00:22,580
+عليها و المثال ببساطة جدا نحاول هيك نلخصه كشرح
+
+5
+00:00:22,580 --> 00:00:26,780
+عشان نبدأ نشوفمجموعة ال rules هذه و ن .. و نربطها
+
+6
+00:00:26,780 --> 00:00:30,720
+مع طبيعة المثال نفسه المثال ببساطة بدنا نعمل
+
+7
+00:00:30,720 --> 00:00:34,240
+expert system و طبعا أكيد هيكون معتمد على rule
+
+8
+00:00:34,240 --> 00:00:39,880
+based expert system المطلوب منه أن يكون as a media
+
+9
+00:00:39,880 --> 00:00:43,960
+advisor media advisor إيش يعني؟ يعني بمعنى يعطيني
+
+10
+00:00:43,960 --> 00:00:49,400
+نصيحة أو استشارةإيش ال media أو ال medium المناسبة
+
+11
+00:00:49,400 --> 00:00:53,440
+لدورة تدريبية .. لدورة تدريبية الدورة التدريبية
+
+12
+00:00:53,440 --> 00:00:56,240
+عشان نعمل دورة تدريبية و نقول إيش البيئة المناسبة
+
+13
+00:00:56,240 --> 00:01:00,280
+لهذه الدورة معناه ذلك إن أنا محتاج أعرف ال
+
+14
+00:01:00,280 --> 00:01:04,460
+trainees تبعوني اللي هم المتدربين إيش إمكانياتهم؟
+
+15
+00:01:04,460 --> 00:01:06,980
+إيش البيئة اللي هم بيحبوا يشتغلوا فيها؟ طبعا احنا
+
+16
+00:01:06,980 --> 00:01:10,320
+هنا بنتكلم عن ال trainees بيشتغلواTrainees
+
+17
+00:01:10,320 --> 00:01:16,240
+بيشتغلوا فاحنا بدنا نعطيهم extra skills أو needed
+
+18
+00:01:16,240 --> 00:01:21,020
+skills، مهارات محتاجينها في شغلهم، فمعنى ذلك أنا
+
+19
+00:01:21,020 --> 00:01:24,100
+محتاج أعرف لـ trainees هدول إيش طبيعتهم، من أي
+
+20
+00:01:24,100 --> 00:01:26,560
+ناحية؟ من ناحية ال environment اللي هم بيشتغلوا
+
+21
+00:01:26,560 --> 00:01:30,810
+فيها؟ إيش البيئة؟اللي بيشتغلوا فيها عادةً بعدين ال
+
+22
+00:01:30,810 --> 00:01:35,550
+job تبعهم إيش بالظبط طبيعة ال job بدنا نتكلم عن ال
+
+23
+00:01:35,550 --> 00:01:41,850
+stimulus response و ال stimulus ال environment
+
+24
+00:01:41,850 --> 00:01:45,990
+بتاعتهم بحيث إنه إيش الوضع المحفز لهم إنه فعلا
+
+25
+00:01:45,990 --> 00:01:49,150
+يستفيدوا من هذه الدورة عشان نتكلم عن هذا الكلام
+
+26
+00:01:49,150 --> 00:01:51,350
+معناته بدأ أكون عارف لل trainees هدول إيش واضحهم
+
+27
+00:01:51,350 --> 00:01:55,410
+مين هم بالظبط فهو هذا بالضبط اللي بدنا نشتغله بحيث
+
+28
+00:01:55,410 --> 00:02:01,720
+إنه أنا أعطيهال trainee هدول إيش ال job تبعتهم؟
+
+29
+00:02:01,720 --> 00:02:04,520
+إيش ال environment اللي بيحبوا يشتغلوا فيها؟ وإيش
+
+30
+00:02:04,520 --> 00:02:09,360
+ال stimulus response؟ بمعنى لو طلبت منه task إيش
+
+31
+00:02:09,360 --> 00:02:13,440
+أفضل طريقة بيقدر هو يعبرلي عن .. عن فهمه؟ لما
+
+32
+00:02:13,440 --> 00:02:17,540
+بنتجي نتكلم عن طالب .. بالنسبة للطالب يعني نوعا ..
+
+33
+00:02:17,540 --> 00:02:21,260
+نوعا ما أنه يكتب مثلا على ورقيكتب على ورقة ف
+
+34
+00:02:21,260 --> 00:02:27,380
+papers ممكن تكون عبارة عن papers أو oral أنه يتكلم
+
+35
+00:02:27,380 --> 00:02:31,040
+معايا كلام مثلا يناقشني لكن لما نيجي نتكلم عن واحد
+
+36
+00:02:31,040 --> 00:02:35,400
+بيشتغل فني الحام مثلا أو فني إلكترونيات أو أمور
+
+37
+00:02:35,400 --> 00:02:38,660
+بهذه الشكل هو مش متعود على الورقة و الجلم لما أجي
+
+38
+00:02:38,660 --> 00:02:42,160
+أحطه في دورة ماجيش أقول والله أنا بدي أختبره فاخد
+
+39
+00:02:42,160 --> 00:02:45,860
+هاي ورقة و جلم و اكتبلي إيش بتعرف مش هيعرف يشتغل
+
+40
+00:02:45,860 --> 00:02:48,600
+بهذا الشكل و في الحالة هذه ال evaluation تبعته
+
+41
+00:02:48,600 --> 00:02:53,180
+هتكون خاطئةأكون .. هكون قيمته بشكل خاطئ تماما فال
+
+42
+00:02:53,180 --> 00:02:56,540
+response اللي أنا مستنيه منه الاستجابة لازم يكون
+
+43
+00:02:56,540 --> 00:02:59,860
+فيه محفز له stimulus response إيش الشيء المحفز له
+
+44
+00:02:59,860 --> 00:03:04,670
+إنه أقوله لأ خد هاي مجموعة موادويعمللي منتج زي هذا
+
+45
+00:03:04,670 --> 00:03:08,350
+ساعتها بقيمه حسب البيئة اللي هو جاي منها اللي هو
+
+46
+00:03:08,350 --> 00:03:12,690
+بيشتغل منها أساسا فبتكون في الحالة هذه الدورة
+
+47
+00:03:12,690 --> 00:03:16,570
+التدريبية كتير أفيد من مجرد كلام في الهواء ويطلع
+
+48
+00:03:16,570 --> 00:03:19,950
+مستفدش منها أي شيء فببساطة جدا احنا بدنا نعطي
+
+49
+00:03:19,950 --> 00:03:24,010
+مواصفات ل trainees عشان هو يقوللي ايش ال medium
+
+50
+00:03:24,010 --> 00:03:27,970
+المناسبة هل تكون ورشة عمل لأ ممكن نحطه في قاعة
+
+51
+00:03:27,970 --> 00:03:33,490
+تدرسية زي هذا لازم أروح أحجزله مختبرولا لأ قاع زي
+
+52
+00:03:33,490 --> 00:03:36,650
+هذه مناسبة ولا يمكن حتى مش محتاج مكان نهائيًا،
+
+53
+00:03:36,650 --> 00:03:41,730
+يمكن التعليم مدمج أو تعليم إلكتروني مناسب وخلاص،
+
+54
+00:03:41,730 --> 00:03:45,990
+أعطيه مادة علمية أسلمه إياها ويقرأها لحاله، فبدنا
+
+55
+00:03:45,990 --> 00:03:51,550
+نشوف إيش ال medium أو الوسط الناقل الأمثلللمعلومة
+
+56
+00:03:51,550 --> 00:03:57,030
+بين المدرب والمتدرب فهذا ببساطة اللي هنتكلم عنه
+
+57
+00:03:57,030 --> 00:03:59,910
+كمثال لليوم فخلينا نشوف مجموعة ال rules اللي انا
+
+58
+00:03:59,910 --> 00:04:05,370
+محتاجها ال rules اللي هنحتاجها لبناء هذاالموديل أو
+
+59
+00:04:05,370 --> 00:04:08,110
+هذا ال expert system الرول الأولى إذا ال
+
+60
+00:04:08,110 --> 00:04:12,230
+environment is papers إذا كان والله البيئة بتاعتنا
+
+61
+00:04:12,230 --> 00:04:14,910
+زي احنا مثلا طلاب و مدرسين و أساتذة و بنتعامل مع
+
+62
+00:04:14,910 --> 00:04:17,990
+الأوراق عادة إيش البيئة اللي احنا بنتعامل فيها؟
+
+63
+00:04:17,990 --> 00:04:22,830
+أوراق، مكتب عليه ورقبنتعامل مع ال environment طبعا
+
+64
+00:04:22,830 --> 00:04:27,010
+or ال environment is manual عبارة عن كتيبات و
+
+65
+00:04:27,010 --> 00:04:30,570
+تقارير و حاجات manual كلها أو ال environment
+
+66
+00:04:30,570 --> 00:04:34,630
+بتاعتنا البيئة بتاعتنا هي documents هي وثائق أو ال
+
+67
+00:04:34,630 --> 00:04:40,550
+text box كتب فكل هذي بيئة عمل بيئة عمل إيش يعني؟
+
+68
+00:04:40,550 --> 00:04:43,030
+معناته أنه أنا لما بدي أدور على معلومة عادة هي
+
+69
+00:04:43,030 --> 00:04:46,340
+مصادرلما بتعمل response، هاي مصادر ال response
+
+70
+00:04:46,340 --> 00:04:49,920
+بعدين، بدي أكتب على paper، على ورق، كويس؟ فهذه
+
+71
+00:04:49,920 --> 00:04:53,000
+البيئة اللي عادة بتعمل فيها، فهنا في الحالة دي
+
+72
+00:04:53,000 --> 00:04:55,940
+بقدر أقول إن ال stimulus situation، فإذا الوضع
+
+73
+00:04:55,940 --> 00:05:01,500
+المحفز اللي فعلا بخليني أحسس إن أنا في شغل لسه، مش
+
+74
+00:05:01,500 --> 00:05:05,060
+في دورة تدريبية مختلفة عن طبيعة شغلي، إنه أكون ال
+
+75
+00:05:05,060 --> 00:05:10,120
+situation is variable كويس؟ إنه أتكلم أنا و الناس
+
+76
+00:05:10,120 --> 00:05:12,740
+اللي معايا، زي إما إحنا في محاضرة علمية، بنتناقش
+
+77
+00:05:13,420 --> 00:05:17,160
+بصير نقاش إذا احنا فعلا متعودين على قراءة كتب،
+
+78
+00:05:17,160 --> 00:05:20,520
+متعودين على ال manuals، متعودين على ال documentsال
+
+79
+00:05:20,520 --> 00:05:23,360
+documents سبعتنا ال papers الحاجات هذه فالطبيعي
+
+80
+00:05:23,360 --> 00:05:27,620
+جدا اللي بنفهمه انه معنى ذلك ال .. البيئة المحفزة
+
+81
+00:05:27,620 --> 00:05:33,200
+او الوضع المحفز لل trainees هنا هي الكلام وهذا هو
+
+82
+00:05:33,200 --> 00:05:35,840
+اللي بيصير انتوا هيكوا جاعدين فانا عارف ان الوضع
+
+83
+00:05:35,840 --> 00:05:38,080
+المحفز المفروض ان هو الكلام فانا جاعد بتكلم معاكوا
+
+84
+00:05:38,080 --> 00:05:42,180
+هين مش جاعدين نتكلم مع بعض هين فإذا طريقة الشرح
+
+85
+00:05:42,180 --> 00:05:47,200
+لازم تكون من خلال حديث من خلال ال .. ال variable
+
+86
+00:05:47,200 --> 00:05:52,240
+او ال .. الفاظ اللفظتمام أما إذا كانت ال
+
+87
+00:05:52,240 --> 00:05:55,400
+environment هي عبارة rule رقم اتنين if the
+
+88
+00:05:55,400 --> 00:05:58,680
+environment is pictures, environment is
+
+89
+00:05:58,680 --> 00:06:03,730
+illustrations, environment is photographsis
+
+90
+00:06:03,730 --> 00:06:08,890
+diagrams ففي الحالة دي أكيد ال stimulus situation
+
+91
+00:06:08,890 --> 00:06:13,230
+الوضع المحفز لل trainee او لل trainees اللي
+
+92
+00:06:13,230 --> 00:06:18,350
+هيكونوا موجودين هي visual هي الأمور المرئية ناس
+
+93
+00:06:18,350 --> 00:06:21,470
+بتعاملوا مع ال pictures مع الرسوم التوضحية مع
+
+94
+00:06:21,470 --> 00:06:25,950
+الصور مع الإضاحات فإذا طبيعي جدا مش حاجة بتكتبله
+
+95
+00:06:25,950 --> 00:06:31,210
+كلام المنطق أنه بتعاملوا مع حاجة visual سواء
+
+96
+00:06:31,210 --> 00:06:36,280
+visualكرسومات أو ك models حتى في الآخر تكون موجودة
+
+97
+00:06:36,280 --> 00:06:39,840
+بس في النهاية لازم تكون شيء يعتمد على الرؤية ..
+
+98
+00:06:39,840 --> 00:06:44,200
+على الرؤية لأن هذه البيئة بتاعتهم طيب رقم تلاتة
+
+99
+00:06:44,200 --> 00:06:47,240
+إذا كانت بتتعامل مع machines ال environment
+
+100
+00:06:47,240 --> 00:06:49,940
+بتاعتهم .. machines .. letterings هدولة المتدربين
+
+101
+00:06:49,940 --> 00:06:54,740
+أو buildings مباني عمال بدنا نعطيهم دورة في إشي
+
+102
+00:06:54,740 --> 00:06:59,770
+معين أو tools ال tools اللي هي كل العددشكوش على
+
+103
+00:06:59,770 --> 00:07:03,150
+مذردية على مصامير على اللي هي ال tools هذه العدد
+
+104
+00:07:03,150 --> 00:07:05,570
+هذه إذا كان هذه هي البيئة بتاعتهم فمعنى ذلك ال
+
+105
+00:07:05,570 --> 00:07:09,950
+stimulus situation هي ال physical object مالهاش أي
+
+106
+00:07:09,950 --> 00:07:15,630
+معنى نقل يتكلم لكن لما مجرد أقوله هذا النوع من
+
+107
+00:07:15,630 --> 00:07:18,830
+الشواكيش اللي بيستخدم في كذا بيشوفه في object لازم
+
+108
+00:07:18,830 --> 00:07:22,070
+يشوفه فهذه البيئة المحفظة لما بيدعمله دورة معناته
+
+109
+00:07:22,070 --> 00:07:26,670
+بيدوفرله ال objects هذهلازم تكون متوفرة عشان فعلا
+
+110
+00:07:26,670 --> 00:07:32,030
+تكون مناسبة الدورة و فعلا تكون مفيدة طيب إذا كانت
+
+111
+00:07:32,030 --> 00:07:35,210
+numbers ال environment بتاعتنا عبارة عن numbers او
+
+112
+00:07:35,210 --> 00:07:39,090
+formulas صياغ رياضية صياغ مثلا او computer
+
+113
+00:07:39,090 --> 00:07:42,010
+programs فمعنى ذلك ال situations المناسبة هنا
+
+114
+00:07:42,010 --> 00:07:46,530
+simpleك وهذه دايما انتوا بتلحظوها لما احنا نيجي
+
+115
+00:07:46,530 --> 00:07:51,650
+نكتب x و y و z تفهموها أسرع من اني أقولكوا مثلا
+
+116
+00:07:51,650 --> 00:07:57,300
+سؤال منطوقأقولكم والله في هي story ال user story و
+
+117
+00:07:57,300 --> 00:08:00,020
+انتوا طلعوا منها ال .. ال symbols ما انتوا هيك هيك
+
+118
+00:08:00,020 --> 00:08:03,220
+معناته بتتعاملوا مع ال symbols عشان هيك تتجبروا أي
+
+119
+00:08:03,220 --> 00:08:08,960
+story بت .. بت .. بتعرض عليكم بتحولوها ل formulas
+
+120
+00:08:08,960 --> 00:08:15,760
+لصيغة لأرقام ل computer programs في النهاية لبرامج
+
+121
+00:08:16,490 --> 00:08:19,890
+حاسوب تعرف تتعامل معها فهنا مناسب جدا إنه أتعامل
+
+122
+00:08:19,890 --> 00:08:22,310
+معاكوا إذا أنا بتعطيكوا دورة في هذا الموضوع إنه
+
+123
+00:08:22,310 --> 00:08:25,610
+والله أتعامل معاكوا في ال symbolic formula اللي هي
+
+124
+00:08:25,610 --> 00:08:32,050
+الصياغ الرمزية الشيخ X إذا X بتساوي Y إذا Z مثلا
+
+125
+00:08:32,050 --> 00:08:37,050
+بتساوي كذا و هكذا فهذه بتفهموها بشكل سريع و بتكون
+
+126
+00:08:37,050 --> 00:08:41,270
+أسرع حتى لو انطلب منكوا تكتبوها as a code سهل جدا
+
+127
+00:08:41,270 --> 00:08:44,410
+تكتبوها غير ما أقولكوا جملتين تلاتة أو one
+
+128
+00:08:44,410 --> 00:08:48,710
+paragraph و أقولكم عملوليا codeلأ، هتكون نسبيا
+
+129
+00:08:48,710 --> 00:08:54,890
+أصعب شوية عليكم، تمام، الآن إذا ال job نفسه برضه
+
+130
+00:08:54,890 --> 00:08:57,830
+هذه ال rule رقم خمسة وصلنا لل rule، لأ ال rule رقم
+
+131
+00:08:57,830 --> 00:09:00,570
+خمسة في ال system اللي احنا ماخدين عليه مثال، طبعا
+
+132
+00:09:00,570 --> 00:09:03,370
+هذا مبني ال system فعليا و بخلص واحد اسمه Leonardo
+
+133
+00:09:03,370 --> 00:09:08,140
+هو اللي عامل ال system هذاال job is lecturing إذا
+
+134
+00:09:08,140 --> 00:09:12,120
+والله الوظيفة هي تدريس أو الوظيفة هي advising أو
+
+135
+00:09:12,120 --> 00:09:18,800
+counseling اللي هو استشاري فإذا إما مشرف أو محاضر
+
+136
+00:09:18,800 --> 00:09:23,300
+مشرف واستشاري فمعنى ذلك أنه ال response الآن ال
+
+137
+00:09:23,300 --> 00:09:27,640
+stimulus response is oral إيش يعني ال response؟
+
+138
+00:09:27,640 --> 00:09:30,520
+إذا أنا عارف أن الناس اللي بدي أدربهم هدولة هو
+
+139
+00:09:31,390 --> 00:09:35,010
+بشتغل استشاري أو مشرفين مثلا مشاريع وبدنا نعملهم
+
+140
+00:09:35,010 --> 00:09:39,270
+دورة انه انضفله مهارات إضافية كيف تتعامل مع مشاريع
+
+141
+00:09:39,270 --> 00:09:45,410
+التخرج مثلا انتوا مدرسين بدنا نعطيكوا hint هيكي او
+
+142
+00:09:45,410 --> 00:09:49,550
+خمستاشر ساعات تدريب مثلا كيف تتعامل مع الطلاب بحيث
+
+143
+00:09:49,550 --> 00:09:53,600
+انك تعرف تشغلهم كفريق مثلاهي دورة تدريبية لناس
+
+144
+00:09:53,600 --> 00:09:57,100
+بيشتغلوا فعليا .. لناس فعليا بيشتغلوا طيب لما أجي
+
+145
+00:09:57,100 --> 00:10:00,860
+بده مني response يعني أنا بده أسأله عشان أطمن هو
+
+146
+00:10:00,860 --> 00:10:03,780
+وصلته المعلومة ولا لأ أتوقع أن ال response اللي
+
+147
+00:10:03,780 --> 00:10:09,540
+هيعطينييا oral هو بده .. الأريح له أنه يتكلم معاه
+
+148
+00:10:09,540 --> 00:10:14,740
+كلام الأريح أنه يحكي معاه حكي لأن طبيعة الوظائف
+
+149
+00:10:14,740 --> 00:10:19,720
+هذه كلام طبيعة الوظائف أو ال job تبعه هي كلام
+
+150
+00:10:19,720 --> 00:10:23,910
+بالأساسبشكل أساسي أنه يتكلم فمعنى ذلك أنه لأ أنا
+
+151
+00:10:23,910 --> 00:10:26,690
+بحاول قدر الإمكان أخليه في نفس ال stimulus
+
+152
+00:10:26,690 --> 00:10:30,270
+response اللي متعود عليه الاستجابة المحفزة اللي هو
+
+153
+00:10:30,270 --> 00:10:34,490
+عادة بيعطي فيها أفضل ما يمكن لأن هيك طبيعة وظيفته
+
+154
+00:10:34,490 --> 00:10:38,310
+طيب أما إذا كانت building ال job تبعته or
+
+155
+00:10:38,310 --> 00:10:42,270
+repairing or troubleshooting في الحالة هذه أكيد
+
+156
+00:10:42,270 --> 00:10:47,450
+hands onحاجة يدوية المفروض إنه يعطيني إش يدوي فلما
+
+157
+00:10:47,450 --> 00:10:51,090
+أجي أقوله والله واحد بناء وبيعطينا دورة كيف يبني
+
+158
+00:10:51,090 --> 00:10:59,410
+الحيطان مثلا بالعزل مع جدار عازل للحرارة أو للنار
+
+159
+00:10:59,410 --> 00:11:02,590
+أو .. أو .. أو .. أو .. في الحالة هذه من الصعب جدا
+
+160
+00:11:02,590 --> 00:11:06,090
+أقعد أقوله أوصفلك إيش بدك تسوي مش حاجة واضيف أوصف
+
+161
+00:11:06,090 --> 00:11:10,610
+كلام فمن المناسب جدا إنه حالة زي هذه أقوله لأ إحنا
+
+162
+00:11:10,610 --> 00:11:14,660
+هنشتغل في ورشة عملوارشة عمل وفيها مواد بناء ابني
+
+163
+00:11:14,660 --> 00:11:19,080
+لبس على جد متر هي عندك كل المواد فالطبيعي جدا ان
+
+164
+00:11:19,080 --> 00:11:23,620
+ال hands on او العمل اليدوي هو الأنسب و المريح له
+
+165
+00:11:23,620 --> 00:11:29,000
+ك response ك response okay اما اذا كانت ال job هي
+
+166
+00:11:29,000 --> 00:11:30,020
+عبارة عن writing
+
+167
+00:11:32,870 --> 00:11:37,530
+typing كويس أو drawing رسم فالطبيعي جدا إن هي
+
+168
+00:11:37,530 --> 00:11:41,450
+documented هاد الآن مش هقوله ارسملي والله الربيع
+
+169
+00:11:41,450 --> 00:11:45,610
+أوصفلك إيه بدك ترسم الربيع إيش بده يقوله؟ بده
+
+170
+00:11:45,610 --> 00:11:49,430
+يقوله أه هارسملك في نص الورقة شمس وتحت فيه مركب مش
+
+171
+00:11:49,430 --> 00:11:52,710
+عارف إيه شراعي وفيه بحر وفيه جو وفيه نخلة طالعة
+
+172
+00:11:52,710 --> 00:11:55,590
+هنا أو لأ مش هينفع الكلام هذا documented بمعنى إن
+
+173
+00:11:55,590 --> 00:12:00,090
+ال response تبعه شيء موثق هقوله يلا هيورجة وارسمهي
+
+174
+00:12:00,090 --> 00:12:03,230
+ورقة و ارسم أو بدنا نتأكد ان هو ال typing تبعته
+
+175
+00:12:03,230 --> 00:12:06,070
+كويس زي مثلا دورات ال Secretariat، ماينفعش أقوله
+
+176
+00:12:06,070 --> 00:12:11,950
+إيش هتعمل، الطبيعي جدا أقوله هي نموذج اعملي زيه،
+
+177
+00:12:11,950 --> 00:12:15,590
+هيعمل إيش؟ هيعمل ورقة زيها، فالورقة دي documents
+
+178
+00:12:15,590 --> 00:12:17,730
+بالنسبالي، الأوراق دي عبارة عن documents
+
+179
+00:12:17,730 --> 00:12:23,400
+بالنسبالي، توثيقطيب إذا كانت ال job هي عبارة عن
+
+180
+00:12:23,400 --> 00:12:27,760
+evaluating، مقيم، مقيم أراضي، مقيم مباني، مقيم
+
+181
+00:12:27,760 --> 00:12:34,300
+تقييم أو reasoning، منطقي، شكل منطقي التفكير،
+
+182
+00:12:34,300 --> 00:12:37,560
+investigation أو investigation أو investigate ..
+
+183
+00:12:37,560 --> 00:12:41,000
+investigating اللي هي التحقيقات، الناس اللي
+
+184
+00:12:41,000 --> 00:12:45,220
+بيحققوا .. بيشتغلوا شغل التحقيق الطبيعي جداًإنه ال
+
+185
+00:12:45,220 --> 00:12:48,180
+response تبعهم المحفز هو عبارة عن analytical
+
+186
+00:12:48,180 --> 00:12:53,820
+process المعالجة التحليلية أنه بده يحلل شغلة معينة
+
+187
+00:12:54,650 --> 00:12:58,130
+لما بدنا نعمل دورة لمجموعة محققين ونحطهم في
+
+188
+00:12:58,130 --> 00:13:01,590
+situations ممكن تكون جديدة عليهم وبدأ أشوف هو
+
+189
+00:13:01,590 --> 00:13:04,750
+استفاد من الدورة ولا لا .. بدأ أقول له okay هاي
+
+190
+00:13:04,750 --> 00:13:08,270
+situation معين حلله لنا يا .. إيش رأيك فيه؟ بده
+
+191
+00:13:08,270 --> 00:13:12,270
+يقعد يحلل عشان من خلال تحليله أحط إيدي هو فعلا وصل
+
+192
+00:13:12,270 --> 00:13:15,910
+لها النقاط الصحيحة اللي موجودة بيقدر يستنتجها من
+
+193
+00:13:15,910 --> 00:13:22,210
+الحالة اللي عرضت ولا لأ فإبارعا analytical طيب ..
+
+194
+00:13:22,210 --> 00:13:27,260
+الآن كرور رقم تسعةمن ال rules اللي فاتواكان في
+
+195
+00:13:27,260 --> 00:13:31,260
+عندى ك output فيه ال stimulus situation وكان فيه
+
+196
+00:13:31,260 --> 00:13:34,520
+ال stimulus response ليش؟ لإن أنا بدى البيئة
+
+197
+00:13:34,520 --> 00:13:38,160
+المناسبة لـ trainees عشان يستقبلوا المعلومة أنا
+
+198
+00:13:38,160 --> 00:13:41,680
+كيف لازم أتكلم؟ هذا اللي هي situation و ال ..
+
+199
+00:13:41,680 --> 00:13:45,320
+البيئة المناسبة عشان أخد منهم feedback هذا اللي هي
+
+200
+00:13:45,320 --> 00:13:49,680
+ال response ال stimulus response تمام فإذا كان ال
+
+201
+00:13:49,680 --> 00:13:54,220
+.. ال stimulus situation هي physical object و ال
+
+202
+00:13:54,220 --> 00:13:58,540
+stimulus response هي عبارة عن hands-onو مطلوب
+
+203
+00:13:58,540 --> 00:14:02,080
+feedback بمعنى ان انا لأ انا بدي اختبرهم محتاج
+
+204
+00:14:02,080 --> 00:14:05,620
+اعملهم تقييم فانا محتاج اختبرهم يدش حصلوا على
+
+205
+00:14:05,620 --> 00:14:09,300
+معلومات في الحالة هذه ال medium المناسبة هي
+
+206
+00:14:09,300 --> 00:14:15,020
+workshop مش هينفع قاعد تدريس زي هيك فالمناسب جدا ك
+
+207
+00:14:15,020 --> 00:14:18,380
+advisor لان قولنا media advisor هذا البرنامج ال
+
+208
+00:14:18,380 --> 00:14:20,840
+expert system هذا ايش هيقوله؟ هيقول في حالة زي هذه
+
+209
+00:14:20,840 --> 00:14:24,870
+لأ بنفعك تحجزلهم workshopفلازم أروح لل workshop و
+
+210
+00:14:24,870 --> 00:14:28,050
+أعرفوي أش طبيعة شغلهم عشان أوفروا لهم tools و
+
+211
+00:14:28,050 --> 00:14:33,610
+أوفروا لهم قطع يشوفوها، كويس، هاي أول نصيحة نهائية
+
+212
+00:14:33,610 --> 00:14:38,010
+وصلنا لها ال rule رقم اتنين، rule عشرة عفوا، رقم
+
+213
+00:14:38,010 --> 00:14:41,730
+اتنين في حكاية ال .. في ال medium النهائية إذا كان
+
+214
+00:14:41,730 --> 00:14:45,530
+ال stimulus situation symbolic، ال response
+
+215
+00:14:45,530 --> 00:14:49,960
+analytical و مطلوب feedbackمحتاج انا منهم feedback
+
+216
+00:14:49,960 --> 00:14:53,480
+ف okay ال medium المناسبة في الحالة هذه هي lecture
+
+217
+00:14:53,480 --> 00:14:57,720
+tutorial tutorial ال lecture tutorial هذه قاع زي
+
+218
+00:14:57,720 --> 00:15:02,720
+هذه مناسبة جدا بشوفهم بشوفوني هو كل المقلوب شاشة و
+
+219
+00:15:02,720 --> 00:15:05,940
+نكتب لهم و هم ممكن يحللوا فالتحليل هذا oral ممكن
+
+220
+00:15:05,940 --> 00:15:10,620
+نتكلم أنا وياهم كلام او على ورق ففيش مشكلة lecture
+
+221
+00:15:10,620 --> 00:15:18,370
+tutorial مناسبة جدا طيب إذا كان visualdocumented و
+
+222
+00:15:18,370 --> 00:15:22,670
+not required ال feedback انا مابديش منهم feedback
+
+223
+00:15:22,670 --> 00:15:26,810
+يعني خلاص احنا اعطيناهم دورة لهم و انتهى مش محتاج
+
+224
+00:15:26,810 --> 00:15:30,430
+اعملهم تقييم طب ده مش محتاج تعملهم تقييم معناته
+
+225
+00:15:30,430 --> 00:15:33,550
+خلاص و visual اعملهم video cassette و اعطيهميا و
+
+226
+00:15:33,550 --> 00:15:37,130
+خلصناه ففي الحالة هذه ال medium هي ال video
+
+227
+00:15:37,130 --> 00:15:40,810
+cassette و انتهى ممكن تكون تعليم إلكتروني عن بعض
+
+228
+00:15:40,810 --> 00:15:44,560
+اعطيهميا ليش لأن انا مابديش feedbackبدوناش
+
+229
+00:15:44,560 --> 00:15:51,460
+feedback، كويس، إذا كان visualال response المتوقع
+
+230
+00:15:51,460 --> 00:15:55,700
+هو oral ومطلوب feedback برضه نفس الكلام محاضرة أو
+
+231
+00:15:55,700 --> 00:15:59,060
+lecture tutorial مناسبة جدا ال lecture tutorial
+
+232
+00:15:59,060 --> 00:16:05,800
+مناسبة طيب variable situation لفظي وكلام فهو كل ما
+
+233
+00:16:05,800 --> 00:16:09,720
+كنت بعطيه الفاظ او بتكلم معاه حديث هيكون قابل انه
+
+234
+00:16:09,720 --> 00:16:13,240
+يفهم منها وإذا كان ال response analytical و
+
+235
+00:16:13,240 --> 00:16:17,450
+feedback مطلوب فبرضه lecture tutorial عشان هيكفي
+
+236
+00:16:17,450 --> 00:16:22,650
+المعظم بيحط دائما ال .. اي مركز دورات by default
+
+237
+00:16:22,650 --> 00:16:25,530
+لازم يكون عامله قاعة .. قاعة زي هيك تدريس لأنه في
+
+238
+00:16:25,530 --> 00:16:29,790
+المعظم هي ال .. ال .. ال medium الأكثر استخداما ..
+
+239
+00:16:29,790 --> 00:16:34,230
+الأكثر استخداما في الشغل تمام، الآن ال situation
+
+240
+00:16:34,230 --> 00:16:39,470
+variable لفظي أنا بدأ أتكلم معاهمع ال trainee ك
+
+241
+00:16:39,470 --> 00:16:43,690
+trainer أنا ك trainer مدرب بدي أتحدث مع ال trainee
+
+242
+00:16:43,690 --> 00:16:51,190
+فإذا variable و ال response عشان أقيمه أو أفهم هو
+
+243
+00:16:51,190 --> 00:16:54,130
+وصلته المعلومة أو لا برضه من خلال ال oral هو بدي
+
+244
+00:16:54,130 --> 00:16:57,870
+يتكلم معايا ال feedback مطلوب محتاج أقيم ال
+
+245
+00:16:57,870 --> 00:17:01,130
+conversation تبعته مدام oral في oral كلها معناته
+
+246
+00:17:01,130 --> 00:17:04,170
+صارت كأنها conversationأنا بدى أتكلم، هو بدى
+
+247
+00:17:04,170 --> 00:17:07,050
+يتكلم، بدى يرد عليّ عشان أعرف أقيم وصلت ولا لأ
+
+248
+00:17:07,050 --> 00:17:10,330
+فأكيد هتكون ال medium المناسبة هي ال role play
+
+249
+00:17:10,330 --> 00:17:15,030
+exercises اللي هي تبادل الأدوار، هذي بتشوفوها في
+
+250
+00:17:15,030 --> 00:17:18,210
+دورات ال conversation في دور ال conversation أو
+
+251
+00:17:18,210 --> 00:17:22,050
+دورة لغة إنجليزية بتلاجوا إنه عادة البيئة المناسبة
+
+252
+00:17:22,050 --> 00:17:28,650
+إن هي dialogue .. dialogue معين و كل اتنين مثلا كل
+
+253
+00:17:28,650 --> 00:17:33,230
+مرة واحد منهم ياخد شخصية و يبدلوا بينهمنفترض اتنين
+
+254
+00:17:33,230 --> 00:17:36,990
+بتتكلموا مع بعض شخص A و B أنت خد A و أنت خد B و
+
+255
+00:17:36,990 --> 00:17:40,830
+اتكلموا مع بعض و بعدين بس تخلصوا اعكسوها و أنت خد
+
+256
+00:17:40,830 --> 00:17:45,290
+A و أنت خد B و اعملوها مرتين تلاتة مثلا شوية شوية
+
+257
+00:17:45,290 --> 00:17:50,570
+بتصير هنا تبادل الأدوارتمام هذا هيك بنقدر نسميه
+
+258
+00:17:50,570 --> 00:17:54,790
+expert system كتير بسيط معمول باستخدام just rule
+
+259
+00:17:54,790 --> 00:17:58,350
+based expert system بقدر أوصفه فهو عبارة عن rules
+
+260
+00:17:58,350 --> 00:18:02,710
+بس عبارة عن rules فقط تمام ايش ال objects الحقيقة
+
+261
+00:18:02,710 --> 00:18:06,130
+اللي احنا اضطرينا انعرفها ال linguistic objects
+
+262
+00:18:06,130 --> 00:18:09,130
+اللي هي ال objects اللفظية او اللغوية ال
+
+263
+00:18:09,130 --> 00:18:11,610
+environment كنت محتاج احدد ايش ال environment
+
+264
+00:18:11,610 --> 00:18:14,650
+تبعتنا محتاجين ال situation او ال stimulus
+
+265
+00:18:14,650 --> 00:18:19,060
+situation كنا محتاجين ال job محتاجينال stimulus
+
+266
+00:18:19,060 --> 00:18:23,420
+response محتاجين feedback yes or no أنا محتاج
+
+267
+00:18:23,420 --> 00:18:25,520
+feedback ولا مش محتاج .. إذا مش محتاجين feedback
+
+268
+00:18:25,520 --> 00:18:30,440
+مناسب جدا إنه أسجل المادة و أطلبيها و خلاصوانتهى
+
+269
+00:18:30,440 --> 00:18:35,920
+مش محتاج مدام هيك أكون أشوفه face to face مش shake
+
+270
+00:18:35,920 --> 00:18:39,800
+لأ خلاص بعطيله مادة وبيشتغلها فبصير كأنه التعليم
+
+271
+00:18:39,800 --> 00:18:43,240
+الإلكتروني اللي بنسميه ال offline ال offline e
+
+272
+00:18:43,240 --> 00:18:47,040
+-learning أنا مش محتاج أكون أنا وياه لحظيا مع بعض
+
+273
+00:18:47,040 --> 00:18:51,460
+لأن مش محتاج response منه أن أشوف إيش هو فهم ولا
+
+274
+00:18:51,460 --> 00:18:55,490
+مافهمش فبتصير ال offlineOkay طبعا في الأخر ال
+
+275
+00:18:55,490 --> 00:18:57,890
+medium اللي هي المفروض ال conclusion مفروض
+
+276
+00:18:57,890 --> 00:19:00,990
+conclusion for example لو أخدنا ال environment
+
+277
+00:19:00,990 --> 00:19:06,100
+بتاعتنا البيئة المناسبة لل traineesممكن تكون عبارة
+
+278
+00:19:06,100 --> 00:19:08,720
+عن ال papers اللي هي المفردات هذه اللي بتسميها ال
+
+279
+00:19:08,720 --> 00:19:11,900
+values هذه ال values هذا ال object أو ال
+
+280
+00:19:11,900 --> 00:19:15,120
+linguistic objects وفيه لكل linguistic object فيه
+
+281
+00:19:15,120 --> 00:19:18,480
+value فيه القيم تبعته فممكن تكون قيمة ال
+
+282
+00:19:18,480 --> 00:19:24,380
+environment تبعتنا هي papers أو manuals كل الألفاظ
+
+283
+00:19:24,380 --> 00:19:27,020
+اللي مرت علينا ال values اللي مرت علينا في ال
+
+284
+00:19:27,020 --> 00:19:31,420
+rules تبعتنا documents textbookالـ picture، ال
+
+285
+00:19:31,420 --> 00:19:33,960
+illustration، ال photograph، ال diagram، ال
+
+286
+00:19:33,960 --> 00:19:37,560
+machines، ال buildings and so on لكلهم اللي عندما
+
+287
+00:19:37,560 --> 00:19:40,600
+وصلنا ل computer programs في النهاية تمام هذا
+
+288
+00:19:40,600 --> 00:19:46,920
+الكلام بنقدر نتعامل معاه بحيث انه في النهاية نحدد
+
+289
+00:19:46,920 --> 00:19:52,450
+القيم واللي هتمثل بالنسباليبناء على ال rule اللي
+
+290
+00:19:52,450 --> 00:19:56,910
+أخدناها المرة اللي فاتت ال facts كان فيه عندى fact
+
+291
+00:19:56,910 --> 00:19:59,970
+وكان فيه عندى ال knowledge أو اللي هي ال rule
+
+292
+00:19:59,970 --> 00:20:04,070
+نفسها فدول يمثلوا هنا ال fact عشان ال fact مع ال
+
+293
+00:20:04,070 --> 00:20:06,650
+rules اللي احنا أخدناهم يطلعوا ليه conclusion
+
+294
+00:20:06,650 --> 00:20:11,150
+يطلعوا conclusion في النهاية فكل هذه القيم لل ..
+
+295
+00:20:11,150 --> 00:20:17,140
+لل ..ال facts بحيث أنه ممكن أقرأها ال environment
+
+296
+00:20:17,140 --> 00:20:21,300
+is machines مثلا هي is وبعطيها ال value بتاعتها
+
+297
+00:20:21,300 --> 00:20:26,760
+نعطيها ال value بتاعتها تمام هيك لكل تقريبا ال
+
+298
+00:20:26,760 --> 00:20:30,980
+linguistic objects إيش ال values اللي استخدمناهمفي
+
+299
+00:20:30,980 --> 00:20:33,880
+مجموعة ال rules بتاعتنا هدول هى نطوي لسه كنا
+
+300
+00:20:33,880 --> 00:20:37,040
+بنتكلم عنهم ال environment ال stimulus situation
+
+301
+00:20:37,040 --> 00:20:40,120
+اتكلمنا عن ال variable اتكلمنا عن ال physical
+
+302
+00:20:40,120 --> 00:20:44,000
+object اتكلمنا عن ال visual symbolic and so on لو
+
+303
+00:20:44,000 --> 00:20:49,000
+فى أشياء أخرى او values أخرى ممكن نتحدث عنها تكون
+
+304
+00:20:49,000 --> 00:20:53,300
+مناسبة لل trainees ال jobs برضه اتكلمنا عن مجموعة
+
+305
+00:20:53,300 --> 00:20:55,960
+الوظائف اللى ممكن ال trainees هدول يكونوا أصلا
+
+306
+00:20:55,960 --> 00:21:00,300
+بشتغلوهاأتكلمنا عن ال response و كيف ممكن تكون ال
+
+307
+00:21:00,300 --> 00:21:04,100
+feedback ماكنش فيه أكتر من انه yes or no يا أما
+
+308
+00:21:04,100 --> 00:21:08,300
+مطلوب أو غير مطلوب مطلوب feedback okay معناته أنا
+
+309
+00:21:08,300 --> 00:21:12,780
+لازم أشوفهم و لازم يكون في online learning سواء
+
+310
+00:21:12,780 --> 00:21:17,620
+traditional أو electronic learning بس لازم يكون
+
+311
+00:21:17,620 --> 00:21:21,320
+فيه تفاعل أما إذا كانت offline فمناسب جدا أنه مثلا
+
+312
+00:21:21,320 --> 00:21:27,460
+زي ما أخدنا المثال الفيديو كست و خلصنا تمامالان ال
+
+313
+00:21:27,460 --> 00:21:30,360
+options المطلوبة اللي هي ال conclusions .. ال
+
+314
+00:21:30,360 --> 00:21:32,820
+conclusions .. ال conclusions المطلوبة إيش في
+
+315
+00:21:32,820 --> 00:21:37,460
+options عندك؟ هروح لمركز .. مركز الدورات هذا وعندي
+
+316
+00:21:37,460 --> 00:21:39,980
+زي ما قلنا أنا مؤسسة وعندي مجموعة ال trainees
+
+317
+00:21:39,980 --> 00:21:43,220
+تبعوني المتدربين اللي هم أصلا بيشتغلوا في المؤسسة
+
+318
+00:21:43,220 --> 00:21:47,660
+وروحت لمركز تدريب .. إيش؟ال objects المناسبة أو
+
+319
+00:21:47,660 --> 00:21:52,900
+إيش البدائي اللي عندكم لبيئة دورة .. لبيئة دورة،
+
+320
+00:21:52,900 --> 00:21:55,940
+هيقول ليه؟ هياخد من المعلومات المفيدة طب هو إيش
+
+321
+00:21:55,940 --> 00:22:01,080
+الوظائف .. الوظائف بتاعتهم؟ طيب إيش ال .. ال
+
+322
+00:22:01,080 --> 00:22:04,240
+stimulus response المناسب لهم؟ إيش .. إيش .. إيش
+
+323
+00:22:04,240 --> 00:22:05,940
+.. يعني بياخدوا شوية معلومات ال environment اللي
+
+324
+00:22:05,940 --> 00:22:09,230
+بيحبوا يشتغلوا فيها؟أنتوا في طبيعة شغلكوا كيف
+
+325
+00:22:09,230 --> 00:22:12,690
+تتعاملوا مع ال .. مع ال response؟ يعني هم كيف
+
+326
+00:22:12,690 --> 00:22:16,530
+بيردوا عليك؟ هل من خلال تقارير ولا من خلال oral
+
+327
+00:22:16,530 --> 00:22:20,310
+conversation ولا إيش بالظبط؟ فبناء على ذلك هقولهم
+
+328
+00:22:20,310 --> 00:22:23,290
+في الآخر لأ أنا والله المركز تبعي فيه عندي مجال
+
+329
+00:22:23,290 --> 00:22:28,890
+أنه أوفركوا workshops أو أوفركوا lecture، tutorial
+
+330
+00:22:28,890 --> 00:22:32,810
+أو video cassette اللي هي ممكن تكون عبارة عن ..
+
+331
+00:22:32,810 --> 00:22:40,000
+حتى CD مثلابتشمل ال CDs كل ال .. ال multimedia و
+
+332
+00:22:40,000 --> 00:22:43,920
+ممكن تكون عبارة عن role play .. play exercise اللي
+
+333
+00:22:43,920 --> 00:22:48,520
+هي تدريب تبادل الأدوار اللي زي ما قلنا فيه عادة
+
+334
+00:22:48,520 --> 00:22:52,680
+فيه شغل ال .. ال conversation في اللغة الإنجليزية
+
+335
+00:22:52,680 --> 00:22:56,040
+أو في اللغات عموما .. في اللغات عموما تمام طيب
+
+336
+00:22:56,040 --> 00:23:00,040
+ناخد dialogue اللي هو نبدأ نشوف كيف بده يتعامل
+
+337
+00:23:00,040 --> 00:23:04,160
+معاهالناس كيف بتتعاملوا مع ال expert system هذا
+
+338
+00:23:04,160 --> 00:23:08,080
+أول سؤال هيكون ظهر لنا، هنعمله on لل expert
+
+339
+00:23:08,080 --> 00:23:11,000
+system، هطلع لنا سؤال يسألنا عن ال environment
+
+340
+00:23:11,000 --> 00:23:15,120
+اللي هي ال facts، هيبدأ يلمل مني مجموعة ال facts،
+
+341
+00:23:15,120 --> 00:23:19,080
+مجموعة ال facts المطلوبة، مجموعة ال facts اللي هي
+
+342
+00:23:19,080 --> 00:23:24,460
+مش conclusion ل other ruleفبالظبط فمعنى ذلك أن هذه
+
+343
+00:23:24,460 --> 00:23:27,180
+ال database الأصلية اللي لازم أسأل عنها أما إذا
+
+344
+00:23:27,180 --> 00:23:31,520
+كان في fact لكن أنا بقدر أحصل عليها أو بستطيع أحصل
+
+345
+00:23:31,520 --> 00:23:36,360
+عليها من خلال rule تانية، بسألش عنها كل اللي بقلبه
+
+346
+00:23:36,360 --> 00:23:38,860
+أنه بدي أحقق ال rule التانية و بشوف إيش ال inputs
+
+347
+00:23:38,860 --> 00:23:42,080
+عن ال rule التانية ففي الآخر بدنا نصل لل
+
+348
+00:23:42,080 --> 00:23:44,980
+independent values تبعتنا
+
+349
+00:23:50,630 --> 00:23:53,310
+بظبط اللي بدنا نعمله firing مدام هو أصلا بدنا
+
+350
+00:23:53,310 --> 00:23:57,190
+نعمله firing بسألش عنه، عرفتي؟ بسألش عنه لأنه
+
+351
+00:23:57,190 --> 00:24:00,850
+dependent، بعلم ال calculus اللي كنتوا بتاخدوها ده
+
+352
+00:24:00,850 --> 00:24:03,490
+dependent، هو معتمد على إشي، فلأ أنا بدي أسأل عن
+
+353
+00:24:03,490 --> 00:24:05,850
+ال independent بالشكل الأساسي، فال independent ال
+
+354
+00:24:05,850 --> 00:24:09,860
+environment، ال environment كانت هي fact inputمش
+
+355
+00:24:09,860 --> 00:24:13,160
+موجودة output لأي rule ف automatically إذا والله
+
+356
+00:24:13,160 --> 00:24:16,180
+موجودة لحاله خير وبركة مش موجودة بدها تطلع .. بدها
+
+357
+00:24:16,180 --> 00:24:19,760
+تطرق أعمالها firing من خلال output ل .. ل rule من
+
+358
+00:24:19,760 --> 00:24:23,660
+ال rules فحنقول والله إيش ال environment والله ال
+
+359
+00:24:23,660 --> 00:24:25,960
+environment اللي هي ال machines ال .. ال trainees
+
+360
+00:24:25,960 --> 00:24:28,200
+عندي عادة في الشغل بتعاملوا مع ال machines مع
+
+361
+00:24:28,200 --> 00:24:31,280
+الألات هذه هي البيئة العمل تاعتهم بيئة عملهم
+
+362
+00:24:31,280 --> 00:24:34,920
+الألات فمع نذلك بجب أطلع الألات هذه وين موجودة ك
+
+363
+00:24:34,920 --> 00:24:39,390
+input وجدت أنها موجودة في ال rule رقم تلاتةthe
+
+364
+00:24:39,390 --> 00:24:43,510
+environment is machines طبعا or خلاص مش مشكلة هدول
+
+365
+00:24:43,510 --> 00:24:47,950
+مش هيفرجوا معاه كتير يكفي واحدة تكون true فهي دي
+
+366
+00:24:47,950 --> 00:24:52,170
+true فهي دي true ومدام true خلاص بعرف ان ال
+
+367
+00:24:52,170 --> 00:24:56,370
+stimulus situation هي ال physical object بخزنها
+
+368
+00:24:56,370 --> 00:24:59,830
+على جنب هدى صارت بدى استخدمها ك input ل rule أخرى
+
+369
+00:25:00,630 --> 00:25:03,710
+طيب الشغل التاني بنسأل عنها اللي هي ال job نفسها
+
+370
+00:25:03,710 --> 00:25:06,630
+طب ماشي هو بيتعامل مع ال machines بمعنى ان هو
+
+371
+00:25:06,630 --> 00:25:09,270
+بيقته دايما بسمع صوته ال machines و في machines
+
+372
+00:25:09,270 --> 00:25:11,670
+جدامه حوالي مشغل .. بس هو إيش طبيعة شغله؟ هل هو
+
+373
+00:25:11,670 --> 00:25:14,710
+مشغل ل ال machines ولا هو بصلح ال machines ولا هو
+
+374
+00:25:14,710 --> 00:25:17,210
+.. إيش بيعمل في ال machines يعني؟ إيش ال job تبعته
+
+375
+00:25:17,210 --> 00:25:21,930
+بالظبط؟ ف repairing .. تصليح .. تصليح .. إجينا
+
+376
+00:25:21,930 --> 00:25:27,180
+شوفنا ال rule رقم 6Repairing طيب هذه إيش بتعطيني؟
+
+377
+00:25:27,180 --> 00:25:31,340
+بتعطيني معنى ذلك إنه ال stimulus response المناسبة
+
+378
+00:25:31,340 --> 00:25:35,220
+هي ال hands on عشان أقوله كيف بتصلح لأ أنا ممكن
+
+379
+00:25:35,220 --> 00:25:40,020
+أجيبله machine عطلانة و أقوله صلحها فهذه هيك ك
+
+380
+00:25:40,020 --> 00:25:43,980
+stimulus response كتير أفضل من إن أقوله أوصفلي كيف
+
+381
+00:25:43,980 --> 00:25:50,420
+بدك تصلح تمام الآن من المعلومتين اللي أخدناهماللي
+
+382
+00:25:50,420 --> 00:25:53,160
+هي ال stimulus situation و اللي كانت physical
+
+383
+00:25:53,160 --> 00:25:56,720
+object و من ال stimulus response و اللي كانت hands
+
+384
+00:25:56,720 --> 00:26:02,440
+onو هنسأل independent variable هنتأكد منه ما أنا
+
+385
+00:26:02,440 --> 00:26:06,100
+محتاج feedback منهم ولا هي مجرد تعميمات يعني كإن
+
+386
+00:26:06,100 --> 00:26:10,440
+بدي أعطيهم تعميمات لتعليمات شغل إضافية فقط أنا مش
+
+387
+00:26:10,440 --> 00:26:14,820
+محتاج أخد منهم response إن هم فهموا ولا مافهموش لأ
+
+388
+00:26:14,820 --> 00:26:17,920
+هنا ال feedback is required لأ أنا مطلوب إن أخد
+
+389
+00:26:17,920 --> 00:26:21,290
+منهم feedback فهنا automatically على طولابتيجي
+
+390
+00:26:21,290 --> 00:26:25,030
+النصيحة من ال media advisor إذا بدى أسميها ده هو
+
+391
+00:26:25,030 --> 00:26:28,150
+إيه إسم ال expert system فهيكون ال medium is
+
+392
+00:26:28,150 --> 00:26:32,070
+workshop معناته هذا ضروري أتوفرلي workshop،
+
+393
+00:26:32,070 --> 00:26:36,370
+workshop لازم يكون متوفر فيه لحد الأدنى من ال
+
+394
+00:26:36,370 --> 00:26:39,270
+machines اللي بقدر أختبره فيها، من مجموعة ال
+
+395
+00:26:39,270 --> 00:26:42,530
+machines أو ال tools اللي ممكننتعامل معها اللي هي
+
+396
+00:26:42,530 --> 00:26:45,390
+الأدوات اللي بده يصلحها و بده يشتغل فيها فال
+
+397
+00:26:45,390 --> 00:26:48,550
+medium is workshop and so on هيكون كل ال system
+
+398
+00:26:48,550 --> 00:26:52,770
+بهذا الشكل ال system محتاج تلت معلومات بشكل أساسي
+
+399
+00:26:52,770 --> 00:26:58,170
+قلنا ال environment ال job وال feedback و ال
+
+400
+00:26:58,170 --> 00:27:02,530
+feedback required or not required تمام عشان يعطيني
+
+401
+00:27:02,530 --> 00:27:06,150
+يحلل هو كل التحليلات تبعته و يطلعلنا بالنتيجة أنه
+
+402
+00:27:06,150 --> 00:27:11,610
+إيش أفضل بيئة أو وسط ناقل للمعلومة بين ال trainer
+
+403
+00:27:11,610 --> 00:27:16,630
+و ال traineesتمام، الآن ال inference techniques
+
+404
+00:27:16,630 --> 00:27:19,790
+اللي استخدمت طبعا زي ما قلنا Leonardo واحد اسمه
+
+405
+00:27:19,790 --> 00:27:22,830
+Leonardo هو اللي .. اللي عمل ال system هذا فهو
+
+406
+00:27:22,830 --> 00:27:26,150
+اشتغل بشكل أساسي على ال backward chaining with
+
+407
+00:27:26,150 --> 00:27:30,510
+opportunistic forward chaining بمعنى هو اشتغل على
+
+408
+00:27:30,510 --> 00:27:34,070
+ال backward ليش؟ لأن هو ال target تبعه هو ال media
+
+409
+00:27:35,000 --> 00:27:37,680
+ال medium إيش؟ طب هي ال medium إيش ال requirement
+
+410
+00:27:37,680 --> 00:27:41,240
+.. ال .. ال input ساعتها أو ال fact ساعتها؟ بصير
+
+411
+00:27:41,240 --> 00:27:45,000
+أدور ال facts هذه صارت هي ال sub goal تبعنا أني
+
+412
+00:27:45,000 --> 00:27:48,920
+أحققها طب مين .. هي conclusion لمين؟ إذا لاجيت في
+
+413
+00:27:48,920 --> 00:27:51,860
+الآخر أنه مافيش واحدة من ال sub goals تبعتي مش
+
+414
+00:27:51,860 --> 00:27:57,520
+موجودة ك output لأي rule، بده أطلعلها السؤالهذه
+
+415
+00:27:57,520 --> 00:28:03,160
+مطلوبة كسؤال بنسأل من خلالها لكن في نفس الوقت طول
+
+416
+00:28:03,160 --> 00:28:06,440
+ما هو ماشي بيشتغل على ال forward .. على ال forward
+
+417
+00:28:06,440 --> 00:28:11,960
+chainingبشكل انتهازي أو كل ما أوتيحت الفرصة .. كل
+
+418
+00:28:11,960 --> 00:28:15,460
+ما أوتيحت الفرصة تمام فهذه ال strategy اللي اشتغل
+
+419
+00:28:15,460 --> 00:28:19,300
+عليها Leonardo عشان يعملنا ال .. ال expert system
+
+420
+00:28:19,300 --> 00:28:21,920
+البسيط فدهو expert system كتير كتير كتير modest و
+
+421
+00:28:21,920 --> 00:28:26,720
+كتير بسيط و مافيش فيه كتير إشكاليات يعني لكن طبعا
+
+422
+00:28:26,720 --> 00:28:32,220
+أكيدمش دائما بقدر اعتمد عليه ليش؟ لأنه بكل بساطة
+
+423
+00:28:32,220 --> 00:28:35,680
+ادنا هنشوف مثلا مثال هيكون فيه لبس عندي انه انا
+
+424
+00:28:35,680 --> 00:28:41,300
+مضطر ك administrator لمركز التدريب انا اتدخل
+
+425
+00:28:41,300 --> 00:28:45,560
+محتاجين هنكون احنا متدخل لكن لو جينا عملنا flow
+
+426
+00:28:45,560 --> 00:28:48,480
+chart لطبيعة ال goal لإن احنا زي ما قلنا هنشتغل
+
+427
+00:28:48,480 --> 00:28:51,680
+ايش؟ backward .. backward .. backward معناته هي ال
+
+428
+00:28:51,680 --> 00:28:55,330
+goalهو ده ال target الأساسي و أنا هبدأ من هنا إيش
+
+429
+00:28:55,330 --> 00:28:59,290
+ال target اللي معاها؟ medium طيب medium بناء على
+
+430
+00:28:59,290 --> 00:29:02,650
+إيش؟ مين اللي أعطاني من ال rules ال conclusions
+
+431
+00:29:02,650 --> 00:29:07,750
+تبعته كانت medium ال rules من 9 ل 14 كانت كلهم
+
+432
+00:29:07,750 --> 00:29:10,110
+النواتج بتاعتهم أو ال conclusions بتاعتهم هي
+
+433
+00:29:10,110 --> 00:29:15,350
+medium فإذا بدي أمسكهم و أشوف ال .. أجدش صار عددهم
+
+434
+00:29:15,350 --> 00:29:19,530
+هدول؟ ال 6 هدول ال 6 rules هدولة إيش ال facts
+
+435
+00:29:19,530 --> 00:29:23,600
+تبعتهم؟ال facts تبعتهم جينا وجدنا إن كل واحدة منهم
+
+436
+00:29:23,600 --> 00:29:28,600
+إلها three facts أول شغلة محتاجة ال stimulus
+
+437
+00:29:28,600 --> 00:29:34,540
+situation فهذه أصبحت كأنها sub goal ومحتاجة
+
+438
+00:29:34,540 --> 00:29:38,460
+stimulus response sub goal ومحتاجة feedback sub
+
+439
+00:29:38,460 --> 00:29:44,520
+goal طيب نمسك ال feedback ك sub goal هل هو موجود ك
+
+440
+00:29:44,520 --> 00:29:47,220
+conclusion لأي واحدة من ال rules؟ مش موجود معناته
+
+441
+00:29:47,220 --> 00:29:52,320
+هذا ask بتسأل عليههذه fact أنا محتاجها لازم نسأل
+
+442
+00:29:52,320 --> 00:29:56,000
+عليها سؤال تمام بالنسبة ل .. نرجع ل .. لل
+
+443
+00:29:56,000 --> 00:30:01,300
+situation .. ال stimulus situation هي تعتبر الآن
+
+444
+00:30:01,300 --> 00:30:05,340
+sub goal sub goal يعني هي المفروض conclusion هل
+
+445
+00:30:05,340 --> 00:30:07,640
+موجودة conclusion في واحدة من ال rules؟ اه موجودة
+
+446
+00:30:07,640 --> 00:30:12,160
+في ال rules من واحد لاربع تمام من واحد لاربع عشان
+
+447
+00:30:12,160 --> 00:30:18,770
+أحققهاو أروح أستخدمها لل goal الرئيسي، إيش محتاجة؟
+
+448
+00:30:18,770 --> 00:30:23,010
+محتاجة ال environment طيب ال environment هذه، هل
+
+449
+00:30:23,010 --> 00:30:25,810
+هي موجودة conclusion لأي rule؟ مافيش، بقى أنتوا
+
+450
+00:30:25,810 --> 00:30:30,490
+بدنا نسأل عنها طيب نفس الكلام ل ال response، في
+
+451
+00:30:30,490 --> 00:30:35,630
+عندي ال rules من خمسةلتمانية محتاجة ال job طيب ال
+
+452
+00:30:35,630 --> 00:30:42,350
+job موجودة كهي response أو هي conclusion حقيقة لأ
+
+453
+00:30:42,350 --> 00:30:45,630
+فإذا بضطر أسأل عنها جينا في المحصلة وجدنا أن في
+
+454
+00:30:45,630 --> 00:30:49,530
+عندي تلات أسئلة هم هدولة اللي من خلال ال user
+
+455
+00:30:49,530 --> 00:30:53,130
+interface بدنا نسأل عنهمالتلاتة من خلال ال user
+
+456
+00:30:53,130 --> 00:30:57,150
+interface متذكرين لما اتكلمنا عن ال flow chart ككل
+
+457
+00:30:57,150 --> 00:31:01,350
+و قولنا انه في ال user interface فهنا بده يعطيني
+
+458
+00:31:01,350 --> 00:31:06,750
+الثلاثة inputs هدول يجاوبلنا على التلات أسئلة عشان
+
+459
+00:31:06,750 --> 00:31:10,410
+بعد هيك ال system كله يكمل شغله و يطلع ليه بال
+
+460
+00:31:10,410 --> 00:31:13,050
+goal النهائي أو ال medium أو ال medium
+
+461
+00:31:17,260 --> 00:31:21,240
+لعندي الآن بالظبط ما .. ماوجدنهاش لأنه العدد جليل،
+
+462
+00:31:21,240 --> 00:31:24,000
+يعني أنت بتتكلم عن حوالي اربعتاشر rules، اربعتاشر
+
+463
+00:31:24,000 --> 00:31:28,320
+rules مش كتير كبيرة، مش هالحجم الكبير يعني، الآن
+
+464
+00:31:28,320 --> 00:31:31,840
+لو أجينا عملنا dialogue و قولنا إنه بدنا نسأل على
+
+465
+00:31:31,840 --> 00:31:34,820
+التلت أسئلة هدول، هاي السؤال الأول، بدنا نتكلم عن
+
+466
+00:31:34,820 --> 00:31:39,540
+ال environment، السؤال التاني، بدنا نتكلم عن
+
+467
+00:31:39,540 --> 00:31:44,810
+المفروض ال job، مش هيك؟ أهوبعدين بدنا نتكلم في ال
+
+468
+00:31:44,810 --> 00:31:49,430
+.. ال feedback هاي التلاتة اللي محتاجينهم هنا جالي
+
+469
+00:31:49,430 --> 00:31:53,850
+illustrations هنا جالي drawing okay شكلها كويسة
+
+470
+00:31:53,850 --> 00:32:00,630
+ماشية طيب محتاج ال feedback جالي required حقيقة
+
+471
+00:32:00,630 --> 00:32:06,810
+مافيش ولا rule من ال rules اللي هو من 9 ل 14 بتحقق
+
+472
+00:32:06,810 --> 00:32:07,950
+التلاتة دول مع بعض
+
+473
+00:32:11,270 --> 00:32:19,250
+اللي هما كانوا and and لمن تسعة هيهم فهي visual
+
+474
+00:32:19,250 --> 00:32:24,190
+التانية ايش كانت .. كانت ال drawing .. ال drawing
+
+475
+00:32:24,190 --> 00:32:28,550
+فال drawing ال .. ال stimulus response تبعتها ايش؟
+
+476
+00:32:28,550 --> 00:32:32,250
+documented drawing واحد برسم .. بتقوله اتخيل ليه
+
+477
+00:32:32,250 --> 00:32:36,310
+ايش بدك ترسم؟ مش هينفع لازم هو يرسم ويعطينيها ك
+
+478
+00:32:36,310 --> 00:32:37,750
+documented لكن
+
+479
+00:32:41,130 --> 00:32:47,170
+هنا كانت yes بدي feedback طيب هنا السؤال معناه ذلك
+
+480
+00:32:47,170 --> 00:32:51,670
+أنه ال medium اللي أعطانيها ك video cassette مش
+
+481
+00:32:51,670 --> 00:32:54,250
+هتكون مناسبة ليش؟ لأنه video cassette أنا إيش اللي
+
+482
+00:32:54,250 --> 00:33:00,070
+بعمله؟هصور المحاضرة و اعطيله إياها و هيكون طبعا في
+
+483
+00:33:00,070 --> 00:33:02,930
+المحاضرة كل المطلوب اللي هي ال visual effect و ال
+
+484
+00:33:02,930 --> 00:33:06,950
+visual pictures و الحاجات دي كلها الصور المرئية و
+
+485
+00:33:06,950 --> 00:33:10,030
+ال .. و ال models حتى أحيانا و اعطيله إياها ال
+
+486
+00:33:10,030 --> 00:33:12,710
+video cassette و اقوله خد هاي ال knowledge و
+
+487
+00:33:12,710 --> 00:33:16,810
+اتكلمناه على اللي يقلوا عليها و خلاص وامشي طيب كيف
+
+488
+00:33:16,810 --> 00:33:20,530
+بدي امشي و هو فيه feedback المفروض انا اتأكد هو
+
+489
+00:33:20,530 --> 00:33:24,350
+وصلت المعلومة ولا ماصلتش جديش حجم او جديش نسبة
+
+490
+00:33:24,350 --> 00:33:27,610
+الفهم اللي فهمهامن خلال عملية ال evaluation
+
+491
+00:33:27,610 --> 00:33:31,330
+بالدقيقين تمام فإذا هنا صار في عندي إشكالية
+
+492
+00:33:31,330 --> 00:33:39,030
+الحقيقة هنا في هذا الموضوع هذا
+
+493
+00:33:39,030 --> 00:33:42,930
+بينقلنا مباشرة للموضوع اللي احنا بدنا نروحله أنه
+
+494
+00:33:42,930 --> 00:33:47,330
+معناه ذلك أنا مش دائما عندي القدرة أني أقول هو yes
+
+495
+00:33:47,330 --> 00:33:52,170
+or no و حياتنا مش هيكيعني حياتنا هي rules، أه
+
+496
+00:33:52,170 --> 00:33:56,630
+تمام، بنقدر زي ما قلنا قبل هيك من أي language
+
+497
+00:33:56,630 --> 00:34:02,850
+انترجم ال language بتاعتنا لمجموعة rules، إذا صار
+
+498
+00:34:02,850 --> 00:34:05,530
+كذا بدنا نعمل كذا، إذا صار كذا بدنا نعمل كذا، ليش؟
+
+499
+00:34:05,530 --> 00:34:09,030
+لأنه بشكل أو باخر هي حياتنا بشكل أساسي معتمدة على
+
+500
+00:34:09,030 --> 00:34:12,880
+الاختياراتأحنا كل حياتنا اختيارات وهذا هو اللي
+
+501
+00:34:12,880 --> 00:34:17,460
+أصلا عمل لنا حاجة اسمها علم الـ AI أو علم أو بدأنا
+
+502
+00:34:17,460 --> 00:34:20,240
+نتعامل مع الـ Expert Systems الأنظمة الخبيرة هذه
+
+503
+00:34:20,240 --> 00:34:23,740
+إن هي اللي تفكر عننا، هي اللي تختار لنا، هي اللي
+
+504
+00:34:23,740 --> 00:34:25,800
+تختار لنا، احنا بنعطيها ال knowledge اللي احنا ..
+
+505
+00:34:25,800 --> 00:34:30,190
+طريقة تفكيرنا عادة كيفكويس؟ و بصيبة هي اللي اختار
+
+506
+00:34:30,190 --> 00:34:34,990
+أو هي اللي اتنجى تمام الكلام هذا لما بدنا نيجي
+
+507
+00:34:34,990 --> 00:34:38,870
+نحول هو مش دائما بيكون مية في المية يعني مش دائما
+
+508
+00:34:38,870 --> 00:34:43,690
+إذا كان صار كذا لازم يصير كذا يمكن نتحدثنا المرة
+
+509
+00:34:43,690 --> 00:34:50,670
+اللي فاتت عن if a traffic light is red then go the
+
+510
+00:34:50,670 --> 00:34:54,270
+action is go خلينا نمسك في تاعة the action is go
+
+511
+00:34:54,270 --> 00:34:59,990
+هذه الإشارة حمرة و مع ذلك روحهذا incomplete
+
+512
+00:34:59,990 --> 00:35:03,190
+بالظبط، هذا بقدر أحطها تحت مسمى incomplete، ليش؟
+
+513
+00:35:03,190 --> 00:35:06,910
+لأن قد يكون في policeman هو اللي سمحلي أو قد يكون
+
+514
+00:35:06,910 --> 00:35:12,730
+أنا سيارة إسعاف، مش هيك؟ بالظبط، ففي الحالة هذه لأ
+
+515
+00:35:12,730 --> 00:35:17,290
+بصير مقبول ال rule، قبل شوية بمطلاقة ماكنتش
+
+516
+00:35:17,290 --> 00:35:22,620
+مقبولة، ماكنتش مقبولة، كيف؟ال confliction هذه إن
+
+517
+00:35:22,620 --> 00:35:26,780
+والله ال traffic light is red إشارة المرور حمرا و
+
+518
+00:35:26,780 --> 00:35:32,360
+ال action is go و مع ذلك أمرض هيك لحالها مش مظبوطة
+
+519
+00:35:32,360 --> 00:35:39,900
+لكن واضح إنه فيه إشكالية في إن هي ممكن تكون
+
+520
+00:35:39,900 --> 00:35:43,340
+incomplete و هاد ال incomplete هي اللي هتدخلنا
+
+521
+00:35:43,340 --> 00:35:48,500
+الآن للموضوع اللي بدنا نروحلهواللي هو ببساطة اللي
+
+522
+00:35:48,500 --> 00:35:52,100
+هي ببساطة ال uncertainty management هي إدارة عدم
+
+523
+00:35:52,100 --> 00:35:56,460
+التأكد أنا مش متأكد كتير من المعلومة لما أقول
+
+524
+00:35:56,460 --> 00:36:02,880
+والله إذا تدلني شمس بدي أروح البحر مثلا if then هي
+
+525
+00:36:02,880 --> 00:36:07,140
+مش هي if then؟ كويس لكن مين قال إنه جدش لازم تكون
+
+526
+00:36:07,140 --> 00:36:10,480
+درجة الحرارة بالظبط أو الشمس هادى هل في معها هو
+
+527
+00:36:10,480 --> 00:36:15,800
+ولا ماحاش هوطيب، لما بقول إذا الجو دافي، بدي ..
+
+528
+00:36:15,800 --> 00:36:21,960
+بدي ألبس نص كوم، مين اللي بحدد ليه جديش دافي يعني؟
+
+529
+00:36:21,960 --> 00:36:26,220
+إيش يعني دافي؟ يعني جديش درس الحرارة دافي، ما هي
+
+530
+00:36:26,220 --> 00:36:29,500
+بتختلف من واحد للتاني كلمة دافي هذه أو بارد، في
+
+531
+00:36:29,500 --> 00:36:31,940
+ناس بتحملوا البارد فهي بالنسبالهم لقى الجو كويس، و
+
+532
+00:36:31,940 --> 00:36:36,570
+ناس بيكونوا قاعدين برجفه، و نفس الكلام في ..الدافي
+
+533
+00:36:36,570 --> 00:36:39,970
+أو ال warm اللي هو ناس ممكن تكون الجو بالنسبالها
+
+534
+00:36:39,970 --> 00:36:44,570
+عادي و الناس قاعدة بتعرج جنبهم فالقصد إنه المفهوم
+
+535
+00:36:44,570 --> 00:36:48,800
+مش بالمطلق هيك يا أبيض يا أسودهي مش أبيض و أسود
+
+536
+00:36:48,800 --> 00:36:51,980
+عشان هيك اليوم هنتكلم عن هذا الموضوع كيف احنا ممكن
+
+537
+00:36:51,980 --> 00:36:55,320
+نعالج هذه الجثة بحيث انه نعدل شوية على ال rule
+
+538
+00:36:55,320 --> 00:36:58,280
+based اللي حكينا ال expert system اللي حكينا عنه
+
+539
+00:36:58,280 --> 00:37:03,120
+اللي بتعامل مع rule based واضحة او rule كاملة if
+
+540
+00:37:03,120 --> 00:37:08,480
+then هنتكلم عن what is uncertainty ايش هي يعني عدم
+
+541
+00:37:08,480 --> 00:37:11,700
+التأكد او عدم الوثوقيةبعدين هنتكلم عن ال
+
+542
+00:37:11,700 --> 00:37:14,840
+probability theory ال basics طبعا ال Bayesian
+
+543
+00:37:14,840 --> 00:37:18,140
+reasoning هي أهم جزئية بدنا نتكلم عنها اللي هي if
+
+544
+00:37:18,140 --> 00:37:22,860
+then أكتر ملائمة لل .. لل rule if then اللي هي ال
+
+545
+00:37:22,860 --> 00:37:25,180
+conditional probability مرت عليكوا مش فاكر في
+
+546
+00:37:25,180 --> 00:37:30,570
+السنة التالتة أتوقعأو نستوى التالت طيب هنروح بعد
+
+547
+00:37:30,570 --> 00:37:34,790
+هيك ل ال biasing هل في biasing من ورا ال ال
+
+548
+00:37:34,790 --> 00:37:38,470
+Bayesian method هذه؟ يعني هل ممكن يكون في انحياز؟
+
+549
+00:37:38,470 --> 00:37:42,190
+هل انا هكون واثق تماما ان ال system تبعي مظبوط
+
+550
+00:37:42,190 --> 00:37:45,770
+مافيش فيه انحياز؟ برضه بدنا نتكلم عن هذا الموضوع
+
+551
+00:37:45,770 --> 00:37:49,310
+هنحكي عنه اعتقد انه نلحقه اليوم للمرة القادمة ان
+
+552
+00:37:49,310 --> 00:37:54,590
+شاء الله تعالى ال certainty factorsهنروح بعدين
+
+553
+00:37:54,590 --> 00:37:57,870
+نخفف على حالنا شوية و نقول طب أنا ليش أروح أشغل
+
+554
+00:37:57,870 --> 00:38:00,570
+على probability و ال probability كلنا عارفين أنه
+
+555
+00:38:00,570 --> 00:38:03,950
+محتاجة statistics كتيرة أو محتاجة قواعد بيانات
+
+556
+00:38:03,950 --> 00:38:07,650
+ضخمة عشان أنا في النهاية حسب مفهومنا لأ ال
+
+557
+00:38:07,650 --> 00:38:13,370
+probability هي جداش فرص أو ال chance لحدوث event
+
+558
+00:38:13,370 --> 00:38:17,340
+معينجدش فرص ال .. ال .. ال chance إنه تصير طيب
+
+559
+00:38:17,340 --> 00:38:20,280
+عشان أحسب هذا الكلام معناه ذلك إنه لازم يكون في
+
+560
+00:38:20,280 --> 00:38:23,080
+عندي experience عالية ال experience هذه بكل بساطة
+
+561
+00:38:23,080 --> 00:38:27,720
+هي عبارة عن statistics إحصائيات لازم تكون موجودة
+
+562
+00:38:27,720 --> 00:38:30,460
+طب أنا ممكن أستعيد عن ال .. او أستعيد عن
+
+563
+00:38:30,460 --> 00:38:34,700
+الإحصائيات هذه بمين؟ بال experience إنه ممكن أقول
+
+564
+00:38:34,700 --> 00:38:39,060
+لو واحد خبير إيش رأيك في ال role هي دي جدش
+
+565
+00:38:39,060 --> 00:38:45,100
+بترجحها؟لما أقوله if إذا المريض عنده درجة حرارة
+
+566
+00:38:45,100 --> 00:38:53,920
+وعنده سعال حاد إذا المرض Corona بروح لطبيب تنفس و
+
+567
+00:38:53,920 --> 00:38:57,200
+بقوله جدش أنت تثق في ال rule هذه في القاعدة هذه
+
+568
+00:38:57,200 --> 00:39:02,280
+حاجة يتطلع يقولي والله هو okay بس العرضين هدولة مش
+
+569
+00:39:02,280 --> 00:39:05,880
+شرط يعني مش هم الأكيدين لكن بقدر أقولك أنه قاعدة
+
+570
+00:39:05,880 --> 00:39:12,140
+نسبيا 60% صحيحةأنا بدي كلمة الـ 60% هذه بدل ما أنا
+
+571
+00:39:12,140 --> 00:39:15,840
+بدي أحسبها ك Probability أخدتها من مين؟ من خبير
+
+572
+00:39:15,840 --> 00:39:19,580
+بتعامل مع المرض هذا كتير فبدنا نقول بدنا نصلح
+
+573
+00:39:19,580 --> 00:39:23,060
+سيارة، بدي أروح لواحد ميكانيك شاطر أقوله إذا صار
+
+574
+00:39:23,060 --> 00:39:25,620
+كذا في السيارة أو صار كذا، هل بالضروري معنى ذلك
+
+575
+00:39:25,620 --> 00:39:29,320
+أنه في مشكلة في البطارية؟ هايش يتطلع على الرول
+
+576
+00:39:29,320 --> 00:39:31,960
+هذي، بيقوللي بس هو مش دايما بتكون مشكلة البطارية
+
+577
+00:39:31,960 --> 00:39:35,700
+من الحشتين هذوللكن أنا بقدر أقولك إنه بالنسبة لو
+
+578
+00:39:35,700 --> 00:39:38,680
+وضعنا في غزة حسب الحالات اللي أنا بشوفها إيه عشرين
+
+579
+00:39:38,680 --> 00:39:42,140
+سنة بشتغل ولا مش عارف جدش أكم سنة بشتغل هذا الكلام
+
+580
+00:39:42,140 --> 00:39:48,600
+صحيح بدرجة 70% خلاص بمسك ال 70% كأنه استعادت عن
+
+581
+00:39:48,600 --> 00:39:51,360
+قاعدة البيانات بال experience بتاعة الشخص اللي
+
+582
+00:39:51,360 --> 00:39:54,460
+المفروض هو بالنسبالي أنا بتعامل معاه كقاعدة بيانات
+
+583
+00:39:54,460 --> 00:39:58,360
+صار كقاعدة بيانات فصرت أسهل من خلال ال certainty
+
+584
+00:39:58,360 --> 00:40:03,520
+factorsالعوامل التأكد هذه وبتعامل معاها انه خلاص
+
+585
+00:40:03,520 --> 00:40:08,600
+هي هذه اللي بناخدها مباشرة كحل بديل للحكايات ال
+
+586
+00:40:08,600 --> 00:40:12,220
+probability اللي ممكن تكون شوية متعبة لإنه بدها
+
+587
+00:40:12,220 --> 00:40:18,260
+statistics كتير بدها أرقام and ال reasoning أو ال
+
+588
+00:40:18,260 --> 00:40:22,240
+evidential reasoning هنتكلم عنها وفي الآخر بننهي
+
+589
+00:40:22,240 --> 00:40:26,880
+موضوعنا تمام نبدأ بال uncertaintyال uncertainty
+
+590
+00:40:26,880 --> 00:40:30,060
+احنا قلنا ممكن يكون في عندى .. يعني لسه قلناها لسه
+
+591
+00:40:30,060 --> 00:40:33,760
+قبل شوية انه incomplete case ممكن يكون عندى
+
+592
+00:40:33,760 --> 00:40:38,240
+inconsistent case rules فيه confliction بينها مش
+
+593
+00:40:38,240 --> 00:40:42,730
+متوافقةمش متوافقة ال rules واردت واحنا شوفناها
+
+594
+00:40:42,730 --> 00:40:45,010
+جابل شوية .. المرة اللي فاتت و جابل شوية
+
+595
+00:40:45,010 --> 00:40:47,910
+هاردونالدش جعلنا نذكرنا فيها حكاية ل traffic light
+
+596
+00:40:47,910 --> 00:40:54,450
+تمام او uncertain مش متأكد مية في المية يعني مين
+
+597
+00:40:54,450 --> 00:40:58,670
+جال ان والله فعلا في درجة حرارة وفي سعال حاد معناه
+
+598
+00:40:58,670 --> 00:41:02,280
+ذلك ان هي لازم تكون coronaطبعا حاليا في الوقت
+
+599
+00:41:02,280 --> 00:41:04,220
+الحالي بتعامل معاه انه خلاص هذه حالة اشتباه
+
+600
+00:41:04,220 --> 00:41:10,460
+بالكرونا صحيح تمام فليكن لكن هي مش مائة في المائة
+
+601
+00:41:10,460 --> 00:41:14,860
+ممكن تكون اي مرض اخر اي مرض رئوي اخرالمهم ان او
+
+602
+00:41:14,860 --> 00:41:19,380
+مرض تنفسي اخر المهم انه ممكن تكون التلاتة مع بعض
+
+603
+00:41:19,380 --> 00:41:23,200
+او اتنين منهم مع بعض هي المعلومة غير كاملة وفي نفس
+
+604
+00:41:23,200 --> 00:41:26,560
+الوقت مش دقيقة مائة في المائة مش .. ماقدرش اقول ان
+
+605
+00:41:26,560 --> 00:41:31,060
+هي تحققها one hundred percent تمام ف in between
+
+606
+00:41:31,060 --> 00:41:34,000
+مثلا فإذا في الحالة دي ال information غالبا
+
+607
+00:41:34,000 --> 00:41:37,880
+unsuitable to solving a problem اكيد مش هتكون
+
+608
+00:41:37,880 --> 00:41:42,260
+مناسبة ان اقول لأ انا مصر على ال rule basedexpert
+
+609
+00:41:42,260 --> 00:41:45,640
+system بشكله الحالي و بده يشتغل يا عم ما احنا
+
+610
+00:41:45,640 --> 00:41:48,440
+قولنالك انت مش متأكد اصلا ان ال fact اللي انت
+
+611
+00:41:48,440 --> 00:41:53,760
+دخلتله هي اصلا صحيحة انت مش متأكد بالاساس ان هي
+
+612
+00:41:53,760 --> 00:41:58,900
+صحيحة يعني خليني اقول لما انت قولت سعال حد انت
+
+613
+00:41:58,900 --> 00:42:01,640
+كمريد اجيت بتقول انا عندي سعال حد بس لأ هادي مين
+
+614
+00:42:01,640 --> 00:42:05,540
+قال ان هو السعال الحد هذا معناته ان هي 100% يمكن
+
+615
+00:42:05,540 --> 00:42:12,010
+عندك سعال ولكن بنسبة 60% بمعنى ان حتى ال factsهي
+
+616
+00:42:12,010 --> 00:42:17,590
+نفسها مش .. انا مش متأكد مائة في المائة منها،
+
+617
+00:42:17,590 --> 00:42:22,530
+تمام؟ فما بالكوا عاد ال conclusion اللي بده يطلع؟
+
+618
+00:42:22,530 --> 00:42:25,090
+فما بالكوا ال conclusion اللي بده يطلع؟ تمام، فإذا
+
+619
+00:42:25,090 --> 00:42:28,130
+هنا بنقدر ال answer تنتي نعرفها على أساس إن هي the
+
+620
+00:42:28,130 --> 00:42:32,150
+lack of the exact knowledge، هي واضح إن هو ضعف في
+
+621
+00:42:32,150 --> 00:42:39,410
+المعرفة الدقيقةال exact knowledge حول أي حاجة احنا
+
+622
+00:42:39,410 --> 00:42:43,190
+بدنا نصل ل perfectly conclusion او ل perfect
+
+623
+00:42:43,190 --> 00:42:48,470
+conclusion لها بمعنى انا مش متأكد okay ممكن تكون
+
+624
+00:42:48,470 --> 00:42:51,590
+صحيح تمانين تسعين في المية لكن مع ذلك مانفعش اقول
+
+625
+00:42:51,590 --> 00:42:57,060
+مية في المية مع ذلك مانفعش احكي مائة في الميةفهنا
+
+626
+00:42:57,060 --> 00:43:01,180
+هيكون في عندى او بتعامل اكثر مع ال .. الوضع ك
+
+627
+00:43:01,180 --> 00:43:04,600
+rules و هنا في الحالة هذا القانون هنا بده يستثني
+
+628
+00:43:04,600 --> 00:43:10,560
+ال middle between zero and one ايش يعني بده يستثني
+
+629
+00:43:10,560 --> 00:43:14,240
+ال values اللي بين الصفر و الواحد؟ معناته انه لما
+
+630
+00:43:14,240 --> 00:43:18,380
+اقوله a is true كأني بقوله معناته a is not false
+
+631
+00:43:18,380 --> 00:43:22,940
+completelyال true معناته هي مش false أصلا مافيش
+
+632
+00:43:22,940 --> 00:43:26,280
+فيها ولا ذرّة false ولا أي probability أنها تكون
+
+633
+00:43:26,280 --> 00:43:30,160
+false نفس الكلام إذا قلتله a is false معناته
+
+634
+00:43:30,160 --> 00:43:33,420
+لايوجد اي احتمالية أبدا أن يكون فيها أي جزء من ال
+
+635
+00:43:33,420 --> 00:43:39,160
+true false true خلاص هي لأ بدها false not true
+
+636
+00:43:39,160 --> 00:43:44,770
+بشكل كاملو هذا طبعا في حياتنا مش صحيح .. مش صحيح
+
+637
+00:43:44,770 --> 00:43:50,330
+فلما بتكلم عن ال weak implications واضح أنه ضمنيا
+
+638
+00:43:50,330 --> 00:43:54,790
+اللفظ ضعيف أو الكلام تبعنا هيك ضعيف .. ضعيف واضح
+
+639
+00:43:54,790 --> 00:44:00,270
+جدا أنه هيكون ضعيف لأن ال domain experts و الحقيقة
+
+640
+00:44:00,270 --> 00:44:03,270
+كمان ال knowledge engineer هيكون عندهم صعوبة جدا
+
+641
+00:44:03,270 --> 00:44:08,910
+مهمة صعبة جدا أن يحددولنا النسب هذهلأنه عارفين
+
+642
+00:44:08,910 --> 00:44:15,210
+تماما أنه ال .. to create correlations between ال
+
+643
+00:44:15,210 --> 00:44:19,790
+if و ال then مش دائما 100% يعني مين جال أنه ال
+
+644
+00:44:19,790 --> 00:44:22,430
+fact و ال conclusion هدلول أنا لما حطتهم في if
+
+645
+00:44:22,430 --> 00:44:25,530
+then معناته أنا رابطتهم في بعض صح؟ فعملتلهم
+
+646
+00:44:25,530 --> 00:44:32,370
+correlation ارتباط مين جال أنه الارتباط 100%؟
+
+647
+00:44:32,370 --> 00:44:36,670
+محدش جال .. محدش جال 100% عشان هيك هذه بالنسبة لأ
+
+648
+00:44:37,620 --> 00:44:41,460
+ال domain experts و ال knowledge engineers عشان
+
+649
+00:44:41,460 --> 00:44:45,160
+يحطوا ال rules هذه من الصعوبة ب .. صعب جدا جدا جدا
+
+650
+00:44:45,160 --> 00:44:48,400
+انه فعلا يعملوا الرابط هذا بين ال fact اللي هي
+
+651
+00:44:48,400 --> 00:44:54,420
+بتاعة جملة if ال condition هذا و بين جملة then
+
+652
+00:44:54,420 --> 00:44:57,720
+اللي هو ال action طب مين جال ان هم مرتبطين مائة في
+
+653
+00:44:57,720 --> 00:45:03,070
+المائة زي ما انت قلتلي if then خلاص إنتهىلأ مش
+
+654
+00:45:03,070 --> 00:45:07,710
+صحيح .. مش صحيح .. في هامش المفروض انه لل error ..
+
+655
+00:45:07,710 --> 00:45:10,970
+في هامش error هنا و هامش error معناته لأ أنا مقدرش
+
+656
+00:45:10,970 --> 00:45:12,990
+اقول انه مائة في المائة .. انتهى .. فده فيه هامش
+
+657
+00:45:12,990 --> 00:45:15,650
+error معناته مش مائة في المائة ال diagram اللي
+
+658
+00:45:15,650 --> 00:45:19,110
+احنا رسمناه و كده في الأول محكمة ال domain experts
+
+659
+00:45:19,110 --> 00:45:22,590
+و ال knowledge engineers تمام تبين ضمن هذه الحلقة؟
+
+660
+00:45:22,590 --> 00:45:25,350
+طبعا .. لإن احنا قلنا ان مين اللي بتعامل مع ال
+
+661
+00:45:25,350 --> 00:45:30,170
+expert من ال domain ال expert ك technical هو ال
+
+662
+00:45:30,170 --> 00:45:39,690
+engineerال knowledge engineer لأ
+
+663
+00:45:39,690 --> 00:45:42,950
+ما هو ال experience هي نفسها domain expert ال
+
+664
+00:45:42,950 --> 00:45:46,570
+domain expert مش اي واحد بحطه domain expert لأ
+
+665
+00:45:46,570 --> 00:45:49,290
+domain expert لحظة هالوقت أنا لما بتكلم عن domain
+
+666
+00:45:49,290 --> 00:45:53,810
+بده يعمللي الكوروناالمؤاخذة مش هروح أنا ك expert
+
+667
+00:45:53,810 --> 00:45:57,850
+أنا إيش فهمني في الكورونا، تمام؟ لكن بده يروح
+
+668
+00:45:57,850 --> 00:46:01,530
+لمين؟ للطبيب و عنده خبرة كبيرة في الأمراض
+
+669
+00:46:01,530 --> 00:46:05,490
+التنفسية، مش هيك؟ هذا طبيعي، هو ده ال expert تبع،
+
+670
+00:46:05,490 --> 00:46:07,530
+هو ده ال domain expert أما مش أي واحد domain
+
+671
+00:46:07,530 --> 00:46:11,330
+expert إطلاقا، عشان لما بقوله إيش رأيك في ال rule
+
+672
+00:46:11,330 --> 00:46:15,950
+هذه، جدش أنت بترجحلنا صحتها، صحتها من نواحي كتيرة،
+
+673
+00:46:15,950 --> 00:46:20,170
+من ناحيةإنه جدش هم مرتبطين في بعض ال fact مع ال
+
+674
+00:46:20,170 --> 00:46:24,430
+conclusion طيب و جدش إيمانه إنه ال rule كلها على
+
+675
+00:46:24,430 --> 00:46:33,410
+بعض صحيحة أصلا فهو بدي جاوبني فرق شاسع
+
+676
+00:46:33,410 --> 00:46:35,730
+كمان لما بتكلم عن ال reasoning معناته أنا بدي أروح
+
+677
+00:46:35,730 --> 00:46:38,750
+لجزئية probability الجزئية ال probability هناخدهم
+
+678
+00:46:38,750 --> 00:46:42,330
+عموما تنتين هندرج عليهم أني أروح لتنتين لما بقول
+
+679
+00:46:42,330 --> 00:46:46,210
+في عندي reasoning ومنطقية في الشغل معناته أنا بدي
+
+680
+00:46:46,210 --> 00:46:49,980
+أحسببدك تحسب okay فليكن احسب هاي علم له
+
+681
+00:46:49,980 --> 00:46:52,700
+probability وهي ال condition له probability و
+
+682
+00:46:52,700 --> 00:46:57,000
+اتعامل معاها و اتوقع ان نلحجها اليوم نتكلم عنها ان
+
+683
+00:46:57,000 --> 00:47:00,140
+شاء الله تمام اما اذا كان experience معناته لأ بدي
+
+684
+00:47:00,140 --> 00:47:06,600
+اشوف ال domain expert و اخد منه نسب مباشرة مش هقعد
+
+685
+00:47:06,600 --> 00:47:09,580
+احسبها انا مش هقعد احنا نحسبها تمام
+
+686
+00:47:12,830 --> 00:47:17,270
+imprecise language الحقيقة لغتنا فعلا بتتعامل مع
+
+687
+00:47:17,270 --> 00:47:19,350
+ال .. مع الوضع اللي احنا بنتكلم عنه ال uncertainty
+
+688
+00:47:19,350 --> 00:47:24,570
+هذه كيف؟ لأنه احنا عادة اللغة بتاعتنا هي ambiguous
+
+689
+00:47:24,570 --> 00:47:30,750
+غامضة بشكل او باخر و imprecise غير دقيقة ليش؟ لما
+
+690
+00:47:30,750 --> 00:47:34,910
+بقول والله درجة الحرارة عالية اليوم عالية يعني جدش
+
+691
+00:47:34,910 --> 00:47:40,060
+عاليةجدش عالية، انت بالنسبالك عالية، المتحدث هو
+
+692
+00:47:40,060 --> 00:47:42,820
+اللي بالنسباله عالية، هو بيعرج بسرعة، أنا لأ،
+
+693
+00:47:42,820 --> 00:47:45,720
+بالنسبالي عادية، كويسة، اشمالها، كويس، يقولي لأ
+
+694
+00:47:45,720 --> 00:47:49,300
+والله الدنيا اليوم برد، ماحتختلف كلمة برد هذه، لما
+
+695
+00:47:49,300 --> 00:47:53,480
+أقوله بالنسبة للأرض طوال .. طول الراجل اللي مارج
+
+696
+00:47:53,480 --> 00:47:57,080
+من جدامنا طويلممكن هو بالنسباله شايفه طويل أنا لما
+
+697
+00:47:57,080 --> 00:47:59,080
+أطلع شو أطلع عليها أقول له لأ ده عادي أشمل و مش
+
+698
+00:47:59,080 --> 00:48:04,020
+طويل مثلا فمعنى ذلك أن ال language بتاعتنا هي برضه
+
+699
+00:48:04,020 --> 00:48:07,840
+مش واضحة يعني مش هنتفق كلنا عليها حتى في اللغة
+
+700
+00:48:07,840 --> 00:48:11,360
+العادية الطبيعية ليش؟ بدليل أنه احنا من يوم
+
+701
+00:48:11,360 --> 00:48:14,800
+ماخترعه اللغات هي فيها بعض الفاظ تنم عن هذا
+
+702
+00:48:14,800 --> 00:48:18,780
+الموضوع ال uncertainty زي لما أقول often sometimes
+
+703
+00:48:18,780 --> 00:48:24,770
+معناته مش دائما مش أكيد لما أقول frequentlyبشكل
+
+704
+00:48:24,770 --> 00:48:29,110
+تكراري، بس مش مية في المية، يعني بشكل تكراري بدنا
+
+705
+00:48:29,110 --> 00:48:31,810
+نيجي مثلا على المحاضرة، يمكن معناته انتوا مش كل
+
+706
+00:48:31,810 --> 00:48:34,390
+يوم معناته بتيجيوا على المحاضرة، مش هيك، معناته
+
+707
+00:48:34,390 --> 00:48:37,810
+أنه والله يوم او يوم لأ مثلا، هي احتمالية صارت،
+
+708
+00:48:37,810 --> 00:48:43,570
+فإذا hardly ever .. hardly ever مثلافإذن اللغة
+
+709
+00:48:43,570 --> 00:48:46,670
+نفسها بتراعي حتى ال uncertainty في موضوع ال
+
+710
+00:48:46,670 --> 00:48:49,130
+language و هذا احنا اللي بدنا يعرف .. اللي
+
+711
+00:48:49,130 --> 00:48:53,690
+بنحتاجين نتكلم .. نتكلم عنه من خلال اللغة فوجدوا
+
+712
+00:48:53,690 --> 00:48:59,310
+انه عملولها خريطة في ال .. 1944 في ال .. من خلال
+
+713
+00:48:59,310 --> 00:49:04,990
+Ray Simpson كل لفظ من الألفاظ اللي توحي between ال
+
+714
+00:49:04,990 --> 00:49:10,580
+true و ال false كويس اعطاها نسبةعساس أنه لما نيجي
+
+715
+00:49:10,580 --> 00:49:14,080
+نعمل ال story تبعتنا أو ال user story بده يتكلم
+
+716
+00:49:14,080 --> 00:49:18,300
+إيش اللفظ اللي جاله بحطه كاحتمالية قدامها لما بدنا
+
+717
+00:49:18,300 --> 00:49:22,420
+نحطها ك rules لأ ال rule هذه هو مجليش .. مجليش
+
+718
+00:49:22,420 --> 00:49:27,440
+arrows دايما هو جالي والله sometimes لأ استنى
+
+719
+00:49:27,440 --> 00:49:30,300
+معناته ال rule okay أنا هكتبها ك rule بس مينفعش
+
+720
+00:49:30,300 --> 00:49:32,700
+أحطها مائة في المائة فال rule هذه بالنسبالي one
+
+721
+00:49:32,700 --> 00:49:37,580
+sometimes معناته بحطها دي عشرين في الميةهذه 20%
+
+722
+00:49:37,580 --> 00:49:42,060
+تمام عدّروا شوية عليها في الـ 68 شوية تعديلات
+
+723
+00:49:42,060 --> 00:49:45,200
+خفيفة على الأرقام لكن مش كتير إبعدت يعني .. مش
+
+724
+00:49:45,200 --> 00:49:48,360
+كتير إبعدت لكن صار تعديل بحيث أن هذا هو ال
+
+725
+00:49:48,360 --> 00:49:51,820
+standard لل language أو للألفاظ المستخدمة في ال
+
+726
+00:49:51,820 --> 00:49:55,890
+languageللدلالة على ال probability .. للدلالة على
+
+727
+00:49:55,890 --> 00:50:00,150
+ال probability فواضح جدا أن حتى اللغة بتاعتنا ال
+
+728
+00:50:00,150 --> 00:50:04,170
+language تبعتنا أو كل لغات الدنيا قاعدة بتزوجني لل
+
+729
+00:50:04,170 --> 00:50:07,170
+probability هي نفسها بتزوجني لل probability لأنها
+
+730
+00:50:07,170 --> 00:50:11,070
+بتستخدم ألفاظ ال probability زي .. لما نيجي نتكلم
+
+731
+00:50:11,070 --> 00:50:17,910
+عن probably ما هي probably .. likelyألفاظ مستخدمة
+
+732
+00:50:17,910 --> 00:50:21,070
+في اللغة و بنستخدمها كلنا في لغتنا لما ديش تقولوا
+
+733
+00:50:21,070 --> 00:50:24,810
+كيف اليوم الجو؟ والله يعني نسبيا منيح، اش يعني
+
+734
+00:50:24,810 --> 00:50:30,250
+نسبيا؟ اش يعني نسبيا منيح؟ نسبيا منيح، معناته أنا
+
+735
+00:50:30,250 --> 00:50:33,030
+مش متأكد .. يعني مش واثق أن أقول لأ هو منيح كويس
+
+736
+00:50:33,030 --> 00:50:37,710
+يعني، الجو منيح اليوم في شمس و في كويس تمام و الجو
+
+737
+00:50:37,710 --> 00:50:44,930
+حلو و الجو للطلعة كويس، لأ هو نسبياتمام maybe يمكن
+
+738
+00:50:44,930 --> 00:50:51,350
+أو perhaps أو possibly فكلها الفاظ فعليا تنم بشكل
+
+739
+00:50:51,350 --> 00:50:56,150
+واضح تماما تدل على ال probability ف ال probability
+
+740
+00:50:56,150 --> 00:51:02,230
+لما نيجي نعرفها هي ببساطة ولدت مع اللغات كلمة ال
+
+741
+00:51:02,230 --> 00:51:05,490
+probability انولدت مع اللغات ليش؟ لأنه مدام
+
+742
+00:51:05,490 --> 00:51:07,870
+الألفاظ هذه موجودة في اللغة يعني معناته في
+
+743
+00:51:07,870 --> 00:51:13,370
+probabilityمن يوم أي spoken language وجدت فيها كان
+
+744
+00:51:13,370 --> 00:51:16,970
+الاحتمالات لكن بشكل رياضي وعلمي هي ظهرت في القرن
+
+745
+00:51:16,970 --> 00:51:20,290
+السبعتاشر لما ظهرت القوانين بتاعة ال probability
+
+746
+00:51:20,290 --> 00:51:25,330
+في ال 1700 القرن السبعتاشر طيب ال probability بكل
+
+747
+00:51:25,330 --> 00:51:31,030
+بساطة بقدر اقول ان هي ال event هي اي eventبنقدر
+
+748
+00:51:31,030 --> 00:51:36,370
+نحسبه كأنه proportion of cases، هو جزء من ال cases
+
+749
+00:51:36,370 --> 00:51:40,070
+الكتيرة هذه، هو جزء منها، أقصى إشي أنه يكون كل ال
+
+750
+00:51:40,070 --> 00:51:45,440
+cases، ففي الحالة دي بقول إن هي trueالشيك فإذا ال
+
+751
+00:51:45,440 --> 00:51:49,560
+event ده إذا هو يمثل كل ال cases فهو true إذا لا
+
+752
+00:51:49,560 --> 00:51:55,320
+يمثل أي جزء من ال cases هذه false لكن هو جزء حقيقة
+
+753
+00:51:55,320 --> 00:52:00,900
+جزء منها بحيث أنه ال event هذه occurs من خلال
+
+754
+00:52:00,900 --> 00:52:05,080
+الحالات هذه ال event ده حدث في أكم حالة منهم حدث؟
+
+755
+00:52:05,080 --> 00:52:08,980
+في خمسة من عشرة في سبعة من تمانية في .. و هكذا
+
+756
+00:52:08,980 --> 00:52:12,480
+مجموعة ال cases ككل ال cases هذه بكل بساطة كأنك
+
+757
+00:52:12,480 --> 00:52:17,500
+بدي تعمل تجربةو ال event هذا أنه طلع معاك رقم معين
+
+758
+00:52:17,500 --> 00:52:21,160
+كنتج للتجربة فانت بتيجي بتعمل احتمالية أنه فعلا كل
+
+759
+00:52:21,160 --> 00:52:25,220
+ما بتعمل التجربة بده يطلع نفس النتج عملت التجربة
+
+760
+00:52:25,220 --> 00:52:30,020
+مائة مرة النتج دايما مظبوط في خليني أقول تمانين
+
+761
+00:52:30,020 --> 00:52:33,060
+مرة فإذا بقول احتمال أنه يطلع النتج هذا إذا عملت
+
+762
+00:52:33,060 --> 00:52:36,240
+نفس التجربة تمانين في المية و and so on و هكذا
+
+763
+00:52:36,240 --> 00:52:40,180
+تمام بنقدر ال probability أيضا نعرفها تحت اسم
+
+764
+00:52:40,180 --> 00:52:46,900
+scientific measure of chanceهى قياس الفرص .. قياس
+
+765
+00:52:46,900 --> 00:52:50,220
+الفرص بشكل علمى .. قياس الفرص لما عملت ال meet
+
+766
+00:52:50,220 --> 00:52:53,680
+تجربة أكم فرصة ممكن يظهر فيها الناتج اللى أنا
+
+767
+00:52:53,680 --> 00:53:01,280
+متخيله80 مرة فهذه كفرص تمام بكل بساطة ال
+
+768
+00:53:01,280 --> 00:53:04,200
+probability هي in between او هي تعتبر في نهاية
+
+769
+00:53:04,200 --> 00:53:08,140
+numerical index بمعنى هو مؤشر رقمي مؤشر .. مؤشر
+
+770
+00:53:08,140 --> 00:53:13,540
+رقمي بين ال zero وهذا بسميه absolute impossibility
+
+771
+00:53:13,540 --> 00:53:18,520
+absolute بمعنى اللا إمكانية المطلقة لا إمكانية
+
+772
+00:53:18,520 --> 00:53:25,210
+مطلقة فإذا zero اوبين الـ 0 to h to unity للواحد
+
+773
+00:53:25,210 --> 00:53:29,110
+اللي هي ال absolute certainty اللي هي التأكيد
+
+774
+00:53:29,110 --> 00:53:33,050
+المطلق تأكيد مطلق مدام تأكيد مطلق خالص true فهذا
+
+775
+00:53:33,050 --> 00:53:35,230
+معناه ذلك ان كل probability و زي ما انتوا عارفين
+
+776
+00:53:35,230 --> 00:53:39,670
+من الصفر للواحد تتراوح بدنا عشان نكتر فيه انا عارف
+
+777
+00:53:39,670 --> 00:53:42,390
+ان انتوا ماخدين ال knowledge البسيطة هذه جابل هيك
+
+778
+00:53:42,390 --> 00:53:45,970
+فبدنا ندخل الاشي المهم بالنفس بقالنا فهنقدر نقول
+
+779
+00:53:45,970 --> 00:53:50,200
+ان ال probability لل successهي تساوي the number of
+
+780
+00:53:50,200 --> 00:53:55,160
+successes على the number of possible outcomes نفس
+
+781
+00:53:55,160 --> 00:53:57,700
+الكلام ل Probability اللي هي ال failure هي تساوي
+
+782
+00:53:57,700 --> 00:54:00,480
+ال number of failures بأنه chance، في النهاية
+
+783
+00:54:00,480 --> 00:54:05,220
+نتكلم عن chance the number of possible outcomes
+
+784
+00:54:05,220 --> 00:54:09,780
+برضه، نفس الكلام بحيث أنه بقدر أقول ال probability
+
+785
+00:54:09,780 --> 00:54:16,910
+نترجمها ك symbolic languageهي probability تساوي
+
+786
+00:54:16,910 --> 00:54:21,230
+success على success plus failure لأن ال outcomes
+
+787
+00:54:21,230 --> 00:54:25,350
+كلها على بعض هي الاتنين دول، يا بنجح يا بنجحش،
+
+788
+00:54:25,350 --> 00:54:28,330
+تمام success or failure بالنسبالي ال failure
+
+789
+00:54:28,330 --> 00:54:32,350
+هنسميها Q وهذا ال failure على برضه المجموعة، على
+
+790
+00:54:32,350 --> 00:54:36,690
+نفس الشغل المجموعة، بحيث ان مجموحهم بساوي واحد
+
+791
+00:54:37,110 --> 00:54:39,490
+مجموح بسوء واحد لإيش؟ لأنه إذا أجمع هذه مع هذه
+
+792
+00:54:39,490 --> 00:54:44,830
+هنجمع ال numberators فبتصير S زائد F على S زائد F
+
+793
+00:54:44,830 --> 00:54:52,250
+تمام for example لما بنعمل through ل ال coin نرمى
+
+794
+00:54:52,250 --> 00:54:55,190
+ال coin اللي هي العاملة المعدنية نرمى ال coin
+
+795
+00:54:55,190 --> 00:54:59,410
+فواضح إذا كانت هي free balancefree balance بمعنى
+
+796
+00:54:59,410 --> 00:55:01,990
+انه هيفش فيها لا تانية ولا طعجة ولا فيها اي مشكلة
+
+797
+00:55:01,990 --> 00:55:05,570
+ولا اي تعليمة ولا اي شي بنرميها خلاص انا ضامن انه
+
+798
+00:55:05,570 --> 00:55:11,890
+ايش في الحالة هذه الفرص ل ال head و ال tail equal
+
+799
+00:55:11,890 --> 00:55:15,770
+probability equal probability الأتنينمدام equal
+
+800
+00:55:15,770 --> 00:55:18,750
+probability و انا عارف ان مجموحهم لازم يسووا واحد،
+
+801
+00:55:18,750 --> 00:55:23,210
+يا انا نص لكل واحدة، لو نص لكل واحدة، فالhead زائد
+
+802
+00:55:23,210 --> 00:55:26,290
+tail ال chances لهذه زائد ال chances لهذه بيساوي
+
+803
+00:55:26,290 --> 00:55:29,930
+في النهاية واحد، بحيث ان كل واحدة منهم هي نص ك
+
+804
+00:55:29,930 --> 00:55:32,750
+probability، ك value of probability، تمام، نصل
+
+805
+00:55:32,750 --> 00:55:36,050
+اللي بدناياهنصل اللي بدنا هي لأن هذا هو المهم في
+
+806
+00:55:36,050 --> 00:55:38,950
+الـ Rule Based الان بدنا نتكلم عن ال Bayesian Rule
+
+807
+00:55:38,950 --> 00:55:44,390
+لأن هي اللي هنستخدمها إذا حدث شيء جدش احتمال حدوث
+
+808
+00:55:44,390 --> 00:55:47,190
+شيء تاني طب ما هي هذه اللي تنطبق تماما مع ال rule
+
+809
+00:55:47,190 --> 00:55:52,670
+اللي احنا بنشتغل عليها؟ if then معناته إذا حدث ال
+
+810
+00:55:52,670 --> 00:55:57,550
+event هذا جدش احتمال أنه يحصل ال conclusion هذاهذه
+
+811
+00:55:57,550 --> 00:55:59,890
+هي القاعدة الأساسية اللي بدنا إيها عشان هيك ال
+
+812
+00:55:59,890 --> 00:56:02,390
+conditional probability هي أكتر إشي إحنا محتاجين
+
+813
+00:56:02,390 --> 00:56:08,050
+نتعامل معها فحقول probability A condition B هتساوي
+
+814
+00:56:08,050 --> 00:56:11,390
+probability B condition A مضروبة في probability ال
+
+815
+00:56:11,390 --> 00:56:16,270
+A على probability Bبحيث انه probability A
+
+816
+00:56:16,270 --> 00:56:18,310
+condition B هذا اللي بنسميها ال posterior
+
+817
+00:56:18,310 --> 00:56:23,570
+probability اللي محتاجين ان يعني إذا كان أنا بتكلم
+
+818
+00:56:23,570 --> 00:56:29,030
+عن certainty محتاج أكبرها أقصى ما يمكن أحيانا في
+
+819
+00:56:29,030 --> 00:56:31,710
+معظم ال expert system عادة هي عبارة عن ال
+
+820
+00:56:31,710 --> 00:56:37,310
+conditional probability that event A occurs given
+
+821
+00:56:37,310 --> 00:56:42,470
+that event B has occurredبمعنى جدش احتمالية حدوث A
+
+822
+00:56:42,470 --> 00:56:48,970
+في حال انه فعلا وقع حدوث B وقع حدوث B تمام هذا ايش
+
+823
+00:56:48,970 --> 00:56:52,030
+بيساوي بيساوي اول term فوق probability B condition
+
+824
+00:56:52,030 --> 00:56:56,770
+A هده is the conditional probability of event B
+
+825
+00:56:56,770 --> 00:57:02,650
+occurring given that event A has occurred طيب هو
+
+826
+00:57:02,650 --> 00:57:11,030
+احتمال B انه يقع تمام اذا وقع فعلا BA جداش هي ممكن
+
+827
+00:57:11,030 --> 00:57:15,930
+تكون مسببة له أو تكون هي ناتج عنه يعني طيب ناخد
+
+828
+00:57:15,930 --> 00:57:23,710
+مثال مؤتمد على B على حدوث B زي لما نفترض إن والله
+
+829
+00:57:23,710 --> 00:57:31,620
+في عند واجفنا على الشباك لجيناطالبة ماسكة الـ T²
+
+830
+00:57:31,620 --> 00:57:37,140
+عارفين الـ T²؟ اللي هو مصطر الـ T بدي أقول جداش
+
+831
+00:57:37,140 --> 00:57:42,800
+احتمال إنه هي في كلية الهندسة لأنها حاملة T² فإذا
+
+832
+00:57:42,800 --> 00:57:46,140
+صار ال probability تبعتنا هنا أو ال P ال P اللي هو
+
+833
+00:57:46,140 --> 00:57:50,560
+ال event إنه هي حاملة T² و ال A إن هي طالبة في
+
+834
+00:57:50,560 --> 00:57:54,440
+كلية الهندسة فالآن بدي أقول probability إن هي
+
+835
+00:57:54,440 --> 00:57:59,720
+طالبة في كلية الهندسة given إن هي حاملة T²تمام طيب
+
+836
+00:57:59,720 --> 00:58:02,820
+في نفس الوجد لما بدي أحسبها بدي أحسب هذا الجزء
+
+837
+00:58:02,820 --> 00:58:11,700
+بمعنى إذا كان هي حاملة T2 لحظي جديش .. جديش الكلية
+
+838
+00:58:11,700 --> 00:58:16,720
+الهندسة تمثل من الناس اللي بيحملوا T2 في الجامعة؟
+
+839
+00:58:18,060 --> 00:58:21,680
+جديش كلية الهندسة ما هي طالبة في الهندسة جادة أنا
+
+840
+00:58:21,680 --> 00:58:24,700
+بقول .. بشوف احتمالية ان هي طالبة في الهندسة ايه؟
+
+841
+00:58:24,700 --> 00:58:29,540
+فإذا بقدر اقول هنا جديش احتمال او جديش يمثل ان هي
+
+842
+00:58:29,540 --> 00:58:34,920
+طلبت كلية الهندسة من عينة الناس اللي بيحمل ال T
+
+843
+00:58:34,920 --> 00:58:38,780
+-square من عينة الناس اللي بيحمل ال T-square تمام
+
+844
+00:58:39,740 --> 00:58:43,080
+نعدّل شوية، لو أخدنا laptop على أساس ال T-square
+
+845
+00:58:43,080 --> 00:58:49,280
+ما يمكن أكثر نسبة لل .. للهندسة، لو أخدنا laptop،
+
+846
+00:58:49,280 --> 00:58:54,880
+ال laptop جديش احتمال أنه الطالبة هندست حاسوب
+
+847
+00:58:54,880 --> 00:59:00,700
+لأنها تحمل laptop، فإذا بقدر أقول أنه احتمالية أنه
+
+848
+00:59:00,700 --> 00:59:04,780
+هي إذا بتحمل laptop، إذا بتحمل .. يعني فعليا هي
+
+849
+00:59:04,780 --> 00:59:10,790
+بتحمل laptopكويس؟ جدش نسبة طالبات هندسة الحسوب من
+
+850
+00:59:10,790 --> 00:59:17,990
+اللي بيحملوا ال laptop تمام؟ تمام على طبعا ال
+
+851
+00:59:17,990 --> 00:59:22,990
+probability انه هي طالبة هندسة او طالبة حسوب فإذا
+
+852
+00:59:22,990 --> 00:59:28,570
+بكل بساطة هذه بنحسبها ك statistics as statistics
+
+853
+00:59:28,570 --> 00:59:34,210
+ليش؟ لإن هقول جدش عدد طالبات هندسة الحسوب؟جديش عدد
+
+854
+00:59:34,210 --> 00:59:38,690
+طيب جديش عدد كل الطالبات هاي النسبة وتنزل خلصنا
+
+855
+00:59:38,690 --> 00:59:42,490
+فها دي مش فيها كتير إشكالية بس واضح أن كلها
+
+856
+00:59:42,490 --> 00:59:46,230
+statistics يعني كلها بدها إحصاءات بدها إحصاءات
+
+857
+00:59:46,230 --> 00:59:49,130
+ضخمة بدنا نروح القبول و التسجيل و ننزل كل البيانات
+
+858
+00:59:49,130 --> 00:59:51,590
+و ننزل كل الأرقام اللي عندهم عشان نقدر نرجع نحسب
+
+859
+00:59:51,590 --> 00:59:55,330
+كل الحسبة دي طيب هاي خلصنا من هذا الجزء الآن هذا
+
+860
+00:59:55,330 --> 01:00:02,050
+الجزء بدأ أشوف a cabinet بتيجي بال laptop تبعها في
+
+861
+01:00:02,050 --> 01:00:06,860
+كل الجامعةفي كل الجامعة في كل الحرم الجامعي اللي
+
+862
+01:00:06,860 --> 01:00:12,200
+خاص بالبنات هنا أكام واحدة عادة متوسط بيحمله
+
+863
+01:00:12,200 --> 01:00:16,920
+laptop معاهم على الجامعة طيب من العدد ككل هذا جدش
+
+864
+01:00:16,920 --> 01:00:24,550
+ده ما بتكون نسبة الحسوب فهيها هي هذا الجزءتمام؟
+
+865
+01:00:24,550 --> 01:00:29,630
+تمام طبعا على احتمال انه يحمل اصلا laptop تحمل
+
+866
+01:00:29,630 --> 01:00:34,170
+laptop فكل بساطة العدد ككل اللي بيحمله laptop على
+
+867
+01:00:34,170 --> 01:00:38,770
+عدد كل البنات فبيعطيني نسبة اللي بيحمله laptop
+
+868
+01:00:38,770 --> 01:00:44,150
+بنكون حصلنا برضه على الرقم ال denominator هدول
+
+869
+01:00:44,150 --> 01:00:49,280
+كلهم هيعطوني نسبةالـ posterior probability واللي
+
+870
+01:00:49,280 --> 01:00:54,880
+زي ما قلنا تمثل جداش احتمال انه هي طالبة هندست
+
+871
+01:00:54,880 --> 01:01:00,820
+حاسوب لأنها بتحمل laptop لأنها بتحمل laptop فمجرد
+
+872
+01:01:00,820 --> 01:01:04,080
+حملت laptop اه بدي اتطلع بدي اجهز احسب كل الحسبة
+
+873
+01:01:04,080 --> 01:01:09,900
+هناك عشان اقول معناته هذه احتمال 60% ان هي هندست
+
+874
+01:01:09,900 --> 01:01:14,920
+حاسوباحتمال 60% هندس تحسوب، فبقولها ماعليش يا أخنا
+
+875
+01:01:14,920 --> 01:01:17,720
+ياريت تبلغي إذا كان انت هندس تحسوب، ياريت تبلغي
+
+876
+01:01:17,720 --> 01:01:19,980
+طالبات الهندسة إن والله في محاضرة كذا وكذا وكذا
+
+877
+01:01:19,980 --> 01:01:23,340
+وكذا أو غيجلنا أو عملنا أو سوينا، ف probability في
+
+878
+01:01:23,340 --> 01:01:25,900
+النهاية، بس واضح إنه ليه ال probability هذه تماما
+
+879
+01:01:25,900 --> 01:01:30,560
+مختلفة عن هذه؟ مش هيك؟ والمثال وضحها تماما، وضحها
+
+880
+01:01:30,560 --> 01:01:33,140
+بشكل مطلق إن هذه بتختلف تماما عن هذه
+
+881
+01:01:37,340 --> 01:01:42,660
+هنا .. okay هنا احنا بنتكلم عن مين؟ ال A ده إيش؟
+
+882
+01:01:42,660 --> 01:01:51,640
+الحاسوب، معناه ذلك بقول number of computer student
+
+883
+01:01:51,640 --> 01:02:01,240
+.. students على number of total students
+
+884
+01:02:07,130 --> 01:02:13,490
+لل بي لحظة هنا ال بي بيصير هنا number of students
+
+885
+01:02:13,490 --> 01:02:22,790
+with laptop على
+
+886
+01:02:22,790 --> 01:02:28,610
+number of total students
+
+887
+01:02:33,540 --> 01:02:40,480
+مختلفين تماما .. تماما مختلفين .. okay فتقريبا هي
+
+888
+01:02:40,480 --> 01:02:45,440
+معظم البنود بتاعة المعادلة توقع المعادلة بسيطة ..
+
+889
+01:02:45,440 --> 01:02:49,180
+اه و جادرين نتفرج بين هذه و هذه .. هذه إشي و هذه
+
+890
+01:02:49,180 --> 01:02:52,300
+إشي تماما و بدنا نكون عارفين بس أن هذا دائما هذا
+
+891
+01:02:52,300 --> 01:02:57,720
+ال conclusion و
+
+892
+01:02:57,720 --> 01:02:58,440
+هذا ال event
+
+893
+01:03:02,970 --> 01:03:05,850
+هذه ال event نفسها إنه إيش الحدث اللي صار؟ الحدث
+
+894
+01:03:05,850 --> 01:03:09,850
+اللي صار إنه حملة laptop، هاي الحدث، بكل بساطة،
+
+895
+01:03:09,850 --> 01:03:13,350
+time، فإذن
+
+896
+01:03:21,890 --> 01:03:25,950
+في الـ Bayesian rule بقدر الآن عشان أحطها ضمن rule
+
+897
+01:03:25,950 --> 01:03:30,810
+أو نعملها reasoning تفكير منطق إلها بقدر أقول if E
+
+898
+01:03:30,810 --> 01:03:35,150
+is true ال rule كيف ده تتغير مع دخلة ال
+
+899
+01:03:35,150 --> 01:03:38,990
+probability معانا على الموضوع على الخط بقول if E
+
+900
+01:03:38,990 --> 01:03:44,070
+is اللي هو ال event أو ال evidence الشاهد اللي
+
+901
+01:03:44,070 --> 01:03:51,040
+شفته is true then H اللي هي ال hypothesisالـ
+
+902
+01:03:51,040 --> 01:03:55,560
+evidence و ال hypothesis إذا حدث ال evidence true
+
+903
+01:03:55,560 --> 01:04:01,230
+H is true with probability Pباحتمالية كذا فهذه
+
+904
+01:04:01,230 --> 01:04:03,550
+الاحتمالية هي احتمالية ال rule كلها على بعض
+
+905
+01:04:03,550 --> 01:04:07,730
+احتمالية ان القاعدة دايما صحيحة ارتباطهم دايما
+
+906
+01:04:07,730 --> 01:04:13,070
+صحيح بنسبة P بنسبة P ففي الحالة هذه بنقدر نقول ان
+
+907
+01:04:13,070 --> 01:04:20,210
+ال E إذا ال E occurs فإذا probability that event H
+
+908
+01:04:20,210 --> 01:04:27,980
+will occur is P فال probability لحدوث H هو Pأو P
+
+909
+01:04:27,980 --> 01:04:34,700
+هتحدث باحتمالية .. H هتحدث باحتمالية P باحتمال P
+
+910
+01:04:34,700 --> 01:04:38,540
+طيب في ال expert system زي ما قلنا ال H هدا اللي
+
+911
+01:04:38,540 --> 01:04:42,460
+هو بيمثل ال hypothesis و ال E اللي هي تمثل ال
+
+912
+01:04:42,460 --> 01:04:46,080
+evidence الشاهد اللي هيحدث و بناء عليه هتحدث
+
+913
+01:04:46,080 --> 01:04:55,030
+الفرضية عشان نجي نحطها ك priorPrior Conditional
+
+914
+01:04:55,030 --> 01:04:58,910
+Posterior Probabilities زي ما قلنا هذه سمنها ال
+
+915
+01:04:58,910 --> 01:05:03,490
+posterior probability ال posterior probability هنا
+
+916
+01:05:03,490 --> 01:05:08,350
+نفس المثال طبعا ازاي توه مافيش اي مشاكل فيه ان
+
+917
+01:05:08,350 --> 01:05:12,990
+والله فعلا ال evidence انه بتحمل laptop فجداش ان
+
+918
+01:05:12,990 --> 01:05:19,590
+هي هندسة حاسوبhypothesis تمثل من نسبة الناس اللي
+
+919
+01:05:19,590 --> 01:05:24,390
+بيحملوه ال laptop كويس في احتمال اصلا ان هي هندس
+
+920
+01:05:24,390 --> 01:05:28,590
+تحسوب على .. هنشوف هناش بدون يتغير معناه هذه
+
+921
+01:05:28,590 --> 01:05:34,190
+المفروض والاصل كانت ..
+
+922
+01:05:34,190 --> 01:05:41,210
+مش شاكتمام حلو جدا بمعنى لمين احتمال بيحملوا
+
+923
+01:05:41,210 --> 01:05:45,470
+laptop طيب شوفوا احنا كيف هنقسمهم هنقسمهم ونقول ان
+
+924
+01:05:45,470 --> 01:05:48,950
+هذه عبارة عن two terms مش term واحد ليش؟ بمعنى ان
+
+925
+01:05:48,950 --> 01:05:54,130
+probability ان هي بيحملوا laptop و هم هندس تحاسوب
+
+926
+01:05:54,130 --> 01:05:58,150
+واحتمال ان هم بيحملوا laptop و هم مش هندس تحاسوب
+
+927
+01:05:58,150 --> 01:06:03,090
+فهنا صار هذا termهيها هذا ال term ان هي هندسة
+
+928
+01:06:03,090 --> 01:06:10,510
+حاسوب في احتمال ال evidence لهندسة الحاسوب تمام
+
+929
+01:06:10,510 --> 01:06:16,170
+زائد احتمال انه مش هندسة حاسوب في احتمال انه ال
+
+930
+01:06:16,170 --> 01:06:21,010
+evidence لغير مهندس هندسة الحاسوب مجموع الاتنين
+
+931
+01:06:21,010 --> 01:06:24,370
+المفروض يتكامل مع بعضه لان هذه بتكمل هذه
+
+932
+01:06:29,010 --> 01:06:34,110
+صحيح هو مش كلهم هيطلعوا بيحملوا laptop أكيد تمام
+
+933
+01:06:34,110 --> 01:06:39,090
+فأتوقع واضحة المعادلة يا بيحملوا يا بيحملوش هي
+
+934
+01:06:39,090 --> 01:06:43,310
+نفسها بس وسعناها شوية وسعناها شوية هي نفسها ولكن
+
+935
+01:06:43,310 --> 01:06:47,190
+وسعناها شوية لأنه أنا معنى الآن أنه هي هندسة حسوب
+
+936
+01:06:47,190 --> 01:06:53,520
+أو لأفضفنا كلمة أو لأ هذه أو لأ وضحناها أكثر مش
+
+937
+01:06:53,520 --> 01:06:59,360
+أكتر من هيك طيب طيب نفس الكلام الآن مدام أو لأ طب
+
+938
+01:06:59,360 --> 01:07:03,640
+انا بدي اقول او لأ هذا كمان احسبه لحاله بمعنى انه
+
+939
+01:07:03,640 --> 01:07:10,360
+لو ال probability H I ايوة هتنوسع المثال تبعنا
+
+940
+01:07:10,360 --> 01:07:17,890
+شوية بدنا نحسب احتمال انهلأن حاملة laptop هي هندسة
+
+941
+01:07:17,890 --> 01:07:23,890
+حسوب طيب احتمال اخر انه هي لأنه حاملة laptop فهي
+
+942
+01:07:23,890 --> 01:07:29,250
+IT طيب احتمال لأنه حاملة laptop فهي اي تخصص اخر
+
+943
+01:07:29,250 --> 01:07:32,370
+مثلا
+
+944
+01:07:32,370 --> 01:07:39,020
+فاذا هقول H1 ال hypothesis للكمبيوترH2 ال
+
+945
+01:07:39,020 --> 01:07:45,340
+hypothesis لل IT students ال H3 نفترض hypothesis ل
+
+946
+01:07:45,340 --> 01:07:51,560
+other departments okay فهنا لما أقول هنا واحد
+
+947
+01:07:51,560 --> 01:07:57,020
+معناته إيه؟ بتكلم عن الكمبيوتر و حين هتصير هنا
+
+948
+01:07:57,020 --> 01:08:00,780
+واحد هي رجعت نفس القانون الأولاني وهي واحد هنا
+
+949
+01:08:00,780 --> 01:08:09,570
+اللي اتغير هنا التوسيعة توسعت زيادة يعني صارتE شرط
+
+950
+01:08:09,570 --> 01:08:19,910
+H1 اللي هي Computer مضروبة في الـ H1 زائد E إن هي
+
+951
+01:08:19,910 --> 01:08:28,910
+IT في احتمال عدد طالبات الـ IT زائد ال evidence مع
+
+952
+01:08:28,910 --> 01:08:32,290
+ال others في احتمال ال others أصلا
+
+953
+01:08:35,240 --> 01:08:41,540
+and so on لو بدى اكبر عدد ال hypothesis كويس جمع
+
+954
+01:08:41,540 --> 01:08:46,360
+hypothesis ال hypothesis هدولة بنجسمهم بنحطهم
+
+955
+01:08:46,360 --> 01:08:53,660
+بأعدادهم موجودين تحت هدى لما يكون عندى يعني معنى
+
+956
+01:08:53,660 --> 01:08:57,400
+ذلك انا معتمد في حكمى فقط على ال laptop على ال
+
+957
+01:08:57,400 --> 01:09:02,570
+laptop بس على ال laptop طيب لواتطورت الأمور، مع ال
+
+958
+01:09:02,570 --> 01:09:07,390
+laptop بتطلع على إيدها التانية اللي جيت فيه T² لأ
+
+959
+01:09:07,390 --> 01:09:11,010
+استنى، هيك اتغيرت الأمور، هتتغير تماما الأمور،
+
+960
+01:09:11,010 --> 01:09:14,650
+ليش؟ لأنه المفروض أنا أحط ال two evidences مع بعض
+
+961
+01:09:14,650 --> 01:09:18,770
+الآن، و هيك الدماغ بيفكر، بياخد الشاهد واحد و بس
+
+962
+01:09:18,770 --> 01:09:25,250
+بحكم عليه، لأ، هيك واضح أنه هتتطور الأمور، بحيث
+
+963
+01:09:25,250 --> 01:09:32,380
+أنه probability لHone هي evidence واحد اتنين تلاتة
+
+964
+01:09:32,380 --> 01:09:37,720
+حسب جدش عدد ال evidences الشواهد اللي هشوفها فهنا
+
+965
+01:09:37,720 --> 01:09:44,520
+كانت single evidence مع multiple hypotheses هنا
+
+966
+01:09:44,520 --> 01:09:50,060
+multiple evidences مع multiple hypotheses هنقول
+
+967
+01:09:50,060 --> 01:09:57,620
+each واحد بشرط ان هي تحمل laptop andلأنهم صاروا
+
+968
+01:09:57,620 --> 01:10:03,800
+اتنين مع بعض هي تحمل laptop و T2 أولكوا و بتدرس AI
+
+969
+01:10:03,800 --> 01:10:10,320
+مثلا هي شواهد كلها كلها شواهد فخلّيني افرض ان
+
+970
+01:10:10,320 --> 01:10:16,600
+والله هي H1 بمعنى هي هندسة حسوب جدش احتمال ان هي
+
+971
+01:10:16,600 --> 01:10:23,060
+تكون هندسة حسوب لأنها تحمل laptop و تحمل T2فإذا
+
+972
+01:10:23,060 --> 01:10:27,440
+فوج فاش كتير مشكلة لكن هنضربهم ضرق في بعض احتمال
+
+973
+01:10:27,440 --> 01:10:31,540
+أن هي هندست حاسوب بالأساس بشكل مطلق وهدي زي ما
+
+974
+01:10:31,540 --> 01:10:35,860
+قلنا على القبول والتسجيل جديش عدد الطالبات كلهم
+
+975
+01:10:35,860 --> 01:10:40,320
+طيب جديش عدد طالبات هندست الحاسوب هدي على هدي
+
+976
+01:10:40,320 --> 01:10:45,100
+خلصناها مافيش فيها مشكلة تمام هنا بصير بدنا نشتغل
+
+977
+01:10:45,100 --> 01:10:55,240
+على probability E1 condition H1 فيB E2 condition
+
+978
+01:10:55,240 --> 01:10:59,000
+H1 و
+
+979
+01:10:59,000 --> 01:11:05,120
+احنا قولنا مدام and سابقا ال and بدرب و ال or
+
+980
+01:11:05,120 --> 01:11:09,640
+مذاكرين و كده طيب احنا هنحتاج الموضوع الكلام هذا
+
+981
+01:11:09,640 --> 01:11:14,840
+نسترجع يعني لاحقا الدرب و القسمة و الجمعة مدام انا
+
+982
+01:11:14,840 --> 01:11:19,300
+بقول and لإن انا شوفت ال two evidences حقيقة انا
+
+983
+01:11:19,300 --> 01:11:26,010
+شوفت ال laptop و شوفتT² and الاتنين موجودين فإذا
+
+984
+01:11:26,010 --> 01:11:31,310
+في الحالة دي أكيد بدي أضرب احتمالية أو جداش نسبة
+
+985
+01:11:31,310 --> 01:11:35,030
+الهندسة الحسوب من اللي بيحمله laptop وجداش نسبة
+
+986
+01:11:35,030 --> 01:11:39,120
+هندسة الحسوب من اللي بيحملهالـ T² فلما أجي أتكلم
+
+987
+01:11:39,120 --> 01:11:42,200
+عن الـ T² هقول لأ معناته بدنا نحسب الباجين فيه
+
+988
+01:11:42,200 --> 01:11:44,240
+الهندسة المعمارية و فيه الهندسة المدنية و فيه سنة
+
+989
+01:11:44,240 --> 01:11:47,780
+أولى كل هدولة بيحملوا بشكل مكثف ال .. ال .. هنا
+
+990
+01:11:47,780 --> 01:11:51,120
+هتطلع هندسة الحاسوب على جد مين اللي بده يحمل الـ
+
+991
+01:11:51,120 --> 01:11:54,980
+T² اللي لسه خليني أقول بدهم يعني كإنين مأجلين
+
+992
+01:11:54,980 --> 01:11:59,140
+المصاق تبع ال .. الرسم الهندسي مثلا okay هتطلع
+
+993
+01:11:59,140 --> 01:12:04,850
+نسبة بس المتوقعة هتكون جليلة شوية نسبياتمام فهي
+
+994
+01:12:04,850 --> 01:12:09,290
+برضه ال evidences نفسها بهذا الشكل .. بهذا الشكل
+
+995
+01:12:09,290 --> 01:12:14,730
+المرة القادمة بناخد مثال على الموضوع ككل و بنحاول
+
+996
+01:12:14,730 --> 01:12:19,530
+على نفس المثال نفترضه أنه والله فعلا في عندي هندسة
+
+997
+01:12:19,530 --> 01:12:29,610
+حسوب اللي هي H1 H2 نفترض أنه هي ال IT H3 ال others
+
+998
+01:12:29,610 --> 01:12:35,800
+خلينا نسميهمو نقول ال evidence الأولى هي ال laptop
+
+999
+01:12:35,800 --> 01:12:45,060
+التانية ال T square نفطرة و مثلا studying AI for
+
+1000
+01:12:45,060 --> 01:12:51,880
+exampleتمام؟ اتصدقوا انها زبطت؟ يعني T² بالنسبة ل
+
+1001
+01:12:51,880 --> 01:12:57,860
+I T تمام؟ يعني بشكل او باخر زبطت فخلينا معناته
+
+1002
+01:12:57,860 --> 01:13:01,080
+نضلنا مركزين على المثال هذا نحله المرة الجاية ان
+
+1003
+01:13:01,080 --> 01:13:04,160
+شاء الله تعالى يلا اعطيكوا العافية بنكمل من هذه
+
+1004
+01:13:04,160 --> 01:13:05,700
+النقطة المرة القادمة ان شاء الله تعالى
+
diff --git a/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/xpSuyMPRIUw_raw.json b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/xpSuyMPRIUw_raw.json
new file mode 100644
index 0000000000000000000000000000000000000000..b415c6faff4594a230bdb26857c8df502c8ea30b
--- /dev/null
+++ b/PL9fwy3NUQKwbyzcrZS3SXHXq2bmczG2zD/xpSuyMPRIUw_raw.json
@@ -0,0 +1 @@
+{"segments": [{"id": 1, "seek": 2139, "start": 4.89, "end": 21.39, "text": "باسم الله الرحمن الرحيم والصلاة والسلام على أشرف الأنبياء وإن رسالين سيدنا محمد وعلى أله وصحبه أجمعين نتابع في مساق ال expert system من خلال ال artificial intelligence topic واللي هنتكلم فيها اليوم على ال artificial neural networks", "tokens": [3555, 32277, 2304, 21984, 34892, 5016, 27842, 34892, 5016, 32640, 16070, 9381, 15040, 3660, 16070, 3794, 37440, 15844, 5551, 8592, 28480, 16247, 1863, 21292, 16606, 4032, 28814, 1863, 12602, 3794, 6027, 9957, 8608, 25708, 8315, 3714, 35571, 3215, 4032, 3615, 23942, 5551, 43761, 4032, 9381, 5016, 3555, 3224, 5551, 7435, 2304, 3615, 9957, 8717, 2655, 16758, 3615, 8978, 47524, 995, 4587, 2423, 5844, 1185, 9154, 16490, 1211, 6027, 2423, 11677, 7599, 4829, 16070, 20292, 8032, 29399, 4117, 19528, 8978, 11296, 45595, 20498, 15844, 2423, 11677, 18161, 9590], "avg_logprob": -0.12553267671980642, "compression_ratio": 1.6529680365296804, "no_speech_prob": 7.152557373046875e-07, "words": [{"start": 4.89, "end": 5.15, "word": "باسم", "probability": 0.7744140625}, {"start": 5.15, "end": 5.25, "word": " الله", "probability": 0.92822265625}, {"start": 5.25, "end": 5.61, "word": " الرحمن", "probability": 0.9671223958333334}, {"start": 5.61, "end": 5.95, "word": " الرحيم", "probability": 0.9933268229166666}, {"start": 5.95, "end": 6.31, "word": " والصلاة", "probability": 0.9093017578125}, {"start": 6.31, "end": 6.69, "word": " والسلام", "probability": 0.9147135416666666}, {"start": 6.69, "end": 6.85, "word": " على", "probability": 0.54931640625}, {"start": 6.85, "end": 7.11, "word": " أشرف", "probability": 0.9890950520833334}, {"start": 7.11, "end": 7.45, "word": " الأنبياء", "probability": 0.986328125}, {"start": 7.45, "end": 7.63, "word": " وإن", "probability": 0.6876627604166666}, {"start": 7.63, "end": 7.97, "word": " رسالين", "probability": 0.768798828125}, {"start": 7.97, "end": 8.31, "word": " سيدنا", "probability": 0.9807942708333334}, {"start": 8.31, "end": 8.75, "word": " محمد", "probability": 0.9856770833333334}, {"start": 8.75, "end": 9.01, "word": " وعلى", "probability": 0.9013671875}, {"start": 9.01, "end": 9.19, "word": " أله", "probability": 0.73193359375}, {"start": 9.19, "end": 9.67, "word": " وصحبه", "probability": 0.90166015625}, {"start": 9.67, "end": 10.65, "word": " أجمعين", "probability": 0.97373046875}, {"start": 10.65, "end": 11.43, "word": " نتابع", "probability": 0.8990478515625}, {"start": 11.43, "end": 11.67, "word": " في", "probability": 0.974609375}, {"start": 11.67, "end": 12.59, "word": " مساق", "probability": 0.9134114583333334}, {"start": 12.59, "end": 12.69, "word": " ال", "probability": 0.9794921875}, {"start": 12.69, "end": 12.91, "word": " expert", "probability": 0.281494140625}, {"start": 12.91, "end": 13.47, "word": " system", "probability": 0.95263671875}, {"start": 13.47, "end": 13.89, "word": " من", "probability": 0.9794921875}, {"start": 13.89, "end": 14.21, "word": " خلال", "probability": 0.9947916666666666}, {"start": 14.21, "end": 14.33, "word": " ال", "probability": 0.8408203125}, {"start": 14.33, "end": 14.61, "word": " artificial", "probability": 0.6953125}, {"start": 14.61, "end": 15.39, "word": " intelligence", "probability": 0.8837890625}, {"start": 15.39, "end": 16.75, "word": " topic", "probability": 0.93115234375}, {"start": 16.75, "end": 17.27, "word": " واللي", "probability": 0.73095703125}, {"start": 17.27, "end": 17.83, "word": " هنتكلم", "probability": 0.9644775390625}, {"start": 17.83, "end": 18.21, "word": " فيها", "probability": 0.991455078125}, {"start": 18.21, "end": 18.85, "word": " اليوم", "probability": 0.98388671875}, {"start": 18.85, "end": 19.57, "word": " على", "probability": 0.8623046875}, {"start": 19.57, "end": 19.91, "word": " ال", "probability": 0.978515625}, {"start": 19.91, "end": 20.29, "word": " artificial", "probability": 0.84375}, {"start": 20.29, "end": 20.81, "word": " neural", "probability": 0.88330078125}, {"start": 20.81, "end": 21.39, "word": " networks", "probability": 0.87353515625}], "temperature": 1.0}, {"id": 2, "seek": 4551, "start": 21.63, "end": 45.51, "text": "كموضوع من المواضيع الأساسية والمهمة جدا في موضوع الـ Expert Systems كأفضل أو كـ Expert System رياضي ويعبر بشكل بديهي عن الـ Artificial Intelligence فكل ما بنتكلم عن الـ AI على طول بيتبطر للذهن للي بيشتغلوا في هذا المجال مباشرة لـ Neural Network ك ال tool الأساسية لأنه هي اللي بدأت في عملية الـ Modeling", "tokens": [4117, 2304, 2407, 11242, 45367, 9154, 9673, 2407, 46958, 40228, 16247, 3794, 32277, 10632, 16070, 2304, 16095, 3660, 10874, 28259, 8978, 3714, 2407, 11242, 45367, 2423, 39184, 41255, 27059, 9122, 10721, 5172, 11242, 1211, 34051, 9122, 39184, 41255, 8910, 12602, 1829, 46958, 1829, 4032, 40228, 26890, 4724, 8592, 28820, 4724, 16254, 3224, 1829, 18871, 2423, 39184, 5735, 10371, 27274, 6156, 28820, 19446, 4724, 29399, 4117, 19528, 18871, 2423, 39184, 7318, 15844, 23032, 12610, 4724, 1829, 2655, 3555, 9566, 2288, 24976, 8848, 3224, 1863, 5296, 20292, 4724, 1829, 8592, 2655, 17082, 1211, 14407, 8978, 23758, 9673, 7435, 6027, 3714, 3555, 33599, 25720, 5296, 39184, 1734, 1807, 12640, 9122, 2423, 2290, 16247, 3794, 32277, 10632, 5296, 33456, 3224, 39896, 13672, 1829, 47525, 10721, 2655, 8978, 6225, 42213, 10632, 2423, 39184, 6583, 11031], "avg_logprob": -0.16364504135291996, "compression_ratio": 1.6830985915492958, "no_speech_prob": 1.5497207641601562e-06, "words": [{"start": 21.63, "end": 22.21, "word": "كموضوع", "probability": 0.936328125}, {"start": 22.21, "end": 22.41, "word": " من", "probability": 0.9931640625}, {"start": 22.41, "end": 22.83, "word": " المواضيع", "probability": 0.9295654296875}, {"start": 22.83, "end": 23.53, "word": " الأساسية", "probability": 0.9759521484375}, {"start": 23.53, "end": 24.13, "word": " والمهمة", "probability": 0.7906494140625}, {"start": 24.13, "end": 24.41, "word": " جدا", "probability": 0.9716796875}, {"start": 24.41, "end": 24.65, "word": " في", "probability": 0.89111328125}, {"start": 24.65, "end": 25.37, "word": " موضوع", "probability": 0.9849853515625}, {"start": 25.37, "end": 25.49, "word": " الـ", "probability": 0.950927734375}, {"start": 25.49, "end": 25.67, "word": " Expert", "probability": 0.60009765625}, {"start": 25.67, "end": 26.23, "word": " Systems", "probability": 0.69873046875}, {"start": 26.23, "end": 27.15, "word": " كأفضل", "probability": 0.9734375}, {"start": 27.15, "end": 27.59, "word": " أو", "probability": 0.93310546875}, {"start": 27.59, "end": 27.93, "word": " كـ", "probability": 0.6605224609375}, {"start": 27.93, "end": 29.17, "word": " Expert", "probability": 0.76025390625}, {"start": 29.17, "end": 29.59, "word": " System", "probability": 0.92333984375}, {"start": 29.59, "end": 30.11, "word": " رياضي", "probability": 0.80535888671875}, {"start": 30.11, "end": 31.27, "word": " ويعبر", "probability": 0.8575846354166666}, {"start": 31.27, "end": 31.77, "word": " بشكل", "probability": 0.9962565104166666}, {"start": 31.77, "end": 33.15, "word": " بديهي", "probability": 0.928955078125}, {"start": 33.15, "end": 33.43, "word": " عن", "probability": 0.99365234375}, {"start": 33.43, "end": 33.69, "word": " الـ", "probability": 0.949462890625}, {"start": 33.69, "end": 34.05, "word": " Artificial", "probability": 0.909912109375}, {"start": 34.05, "end": 34.63, "word": " Intelligence", "probability": 0.80615234375}, {"start": 34.63, "end": 35.05, "word": " فكل", "probability": 0.940185546875}, {"start": 35.05, "end": 35.15, "word": " ما", "probability": 0.9521484375}, {"start": 35.15, "end": 35.51, "word": " بنتكلم", "probability": 0.80621337890625}, {"start": 35.51, "end": 35.67, "word": " عن", "probability": 0.982421875}, {"start": 35.67, "end": 35.81, "word": " الـ", "probability": 0.9384765625}, {"start": 35.81, "end": 36.13, "word": " AI", "probability": 0.9453125}, {"start": 36.13, "end": 36.59, "word": " على", "probability": 0.8173828125}, {"start": 36.59, "end": 36.79, "word": " طول", "probability": 0.994140625}, {"start": 36.79, "end": 37.29, "word": " بيتبطر", "probability": 0.7010498046875}, {"start": 37.29, "end": 37.89, "word": " للذهن", "probability": 0.7972412109375}, {"start": 37.89, "end": 38.21, "word": " للي", "probability": 0.37109375}, {"start": 38.21, "end": 38.61, "word": " بيشتغلوا", "probability": 0.9789341517857143}, {"start": 38.61, "end": 38.69, "word": " في", "probability": 0.94189453125}, {"start": 38.69, "end": 38.85, "word": " هذا", "probability": 0.9697265625}, {"start": 38.85, "end": 39.15, "word": " المجال", "probability": 0.9938151041666666}, {"start": 39.15, "end": 39.77, "word": " مباشرة", "probability": 0.9925537109375}, {"start": 39.77, "end": 40.41, "word": " لـ", "probability": 0.83837890625}, {"start": 40.41, "end": 40.63, "word": " Neural", "probability": 0.779541015625}, {"start": 40.63, "end": 41.15, "word": " Network", "probability": 0.94287109375}, {"start": 41.15, "end": 41.41, "word": " ك", "probability": 0.9716796875}, {"start": 41.41, "end": 42.05, "word": " ال", "probability": 0.303955078125}, {"start": 42.05, "end": 42.33, "word": " tool", "probability": 0.6171875}, {"start": 42.33, "end": 43.07, "word": " الأساسية", "probability": 0.9686279296875}, {"start": 43.07, "end": 43.43, "word": " لأنه", "probability": 0.6781412760416666}, {"start": 43.43, "end": 43.55, "word": " هي", "probability": 0.857421875}, {"start": 43.55, "end": 43.67, "word": " اللي", "probability": 0.97509765625}, {"start": 43.67, "end": 44.17, "word": " بدأت", "probability": 0.9933268229166666}, {"start": 44.17, "end": 44.55, "word": " في", "probability": 0.95947265625}, {"start": 44.55, "end": 44.89, "word": " عملية", "probability": 0.9773763020833334}, {"start": 44.89, "end": 45.09, "word": " الـ", "probability": 0.6044921875}, {"start": 45.09, "end": 45.51, "word": " Modeling", "probability": 0.576416015625}], "temperature": 1.0}, {"id": 3, "seek": 6842, "start": 45.98, "end": 68.42, "text": "في بداية موضوع ال AI الحديث ال AI الحديث فاحنا نتكلم من خلال موضوعنا اليوم هنقسم طبعا لقسمين هنتحدث عن ال neural network بخصوص supervised learning ثم لاحقا محاضرتنا القادمة ان شاء الله تعالى هنتحدث فيها عن ال unsupervised learning فنبدأ بال supervised learning وهو الاكثر استخداما ربما", "tokens": [41185, 4724, 28259, 10632, 3714, 2407, 11242, 45367, 2423, 7318, 21542, 16254, 12984, 2423, 7318, 21542, 16254, 12984, 6156, 39319, 8315, 8717, 2655, 4117, 19528, 9154, 16490, 1211, 6027, 3714, 2407, 11242, 45367, 8315, 45595, 20498, 8032, 1863, 4587, 38251, 23032, 3555, 3615, 995, 5296, 4587, 38251, 9957, 8032, 29399, 24401, 12984, 18871, 2423, 18161, 3209, 4724, 9778, 9381, 2407, 9381, 46533, 2539, 38637, 2304, 20193, 5016, 4587, 995, 3714, 5016, 46958, 43500, 8315, 25062, 18513, 46007, 16472, 13412, 16606, 21984, 37279, 6027, 7578, 8032, 29399, 24401, 12984, 8978, 11296, 18871, 2423, 2693, 12879, 24420, 2539, 6156, 1863, 44510, 10721, 20666, 46533, 2539, 37037, 2407, 42963, 4117, 49115, 44713, 9778, 3215, 10943, 995, 12602, 3555, 15042], "avg_logprob": -0.09461805402723134, "compression_ratio": 1.7857142857142858, "no_speech_prob": 7.510185241699219e-06, "words": [{"start": 45.98, "end": 46.7, "word": "في", "probability": 0.8115234375}, {"start": 46.7, "end": 47.4, "word": " بداية", "probability": 0.9720052083333334}, {"start": 47.4, "end": 47.9, "word": " موضوع", "probability": 0.97607421875}, {"start": 47.9, "end": 48.1, "word": " ال", "probability": 0.958984375}, {"start": 48.1, "end": 48.42, "word": " AI", "probability": 0.81201171875}, {"start": 48.42, "end": 49.06, "word": " الحديث", "probability": 0.9733072916666666}, {"start": 49.06, "end": 49.34, "word": " ال", "probability": 0.4775390625}, {"start": 49.34, "end": 49.56, "word": " AI", "probability": 0.9697265625}, {"start": 49.56, "end": 49.94, "word": " الحديث", "probability": 0.9811197916666666}, {"start": 49.94, "end": 50.42, "word": " فاحنا", "probability": 0.7290852864583334}, {"start": 50.42, "end": 50.66, "word": " نتكلم", "probability": 0.95751953125}, {"start": 50.66, "end": 50.82, "word": " من", "probability": 0.66943359375}, {"start": 50.82, "end": 51.02, "word": " خلال", "probability": 0.99462890625}, {"start": 51.02, "end": 51.46, "word": " موضوعنا", "probability": 0.9931640625}, {"start": 51.46, "end": 51.8, "word": " اليوم", "probability": 0.968505859375}, {"start": 51.8, "end": 52.44, "word": " هنقسم", "probability": 0.8245849609375}, {"start": 52.44, "end": 52.82, "word": " طبعا", "probability": 0.94384765625}, {"start": 52.82, "end": 53.56, "word": " لقسمين", "probability": 0.9627685546875}, {"start": 53.56, "end": 54.58, "word": " هنتحدث", "probability": 0.92724609375}, {"start": 54.58, "end": 54.76, "word": " عن", "probability": 0.99267578125}, {"start": 54.76, "end": 54.88, "word": " ال", "probability": 0.78759765625}, {"start": 54.88, "end": 55.08, "word": " neural", "probability": 0.81298828125}, {"start": 55.08, "end": 55.66, "word": " network", "probability": 0.94189453125}, {"start": 55.66, "end": 56.52, "word": " بخصوص", "probability": 0.990625}, {"start": 56.52, "end": 57.02, "word": " supervised", "probability": 0.83154296875}, {"start": 57.02, "end": 57.88, "word": " learning", "probability": 0.95654296875}, {"start": 57.88, "end": 58.56, "word": " ثم", "probability": 0.98046875}, {"start": 58.56, "end": 59.14, "word": " لاحقا", "probability": 0.9454345703125}, {"start": 59.14, "end": 59.62, "word": " محاضرتنا", "probability": 0.834375}, {"start": 59.62, "end": 60.04, "word": " القادمة", "probability": 0.9931640625}, {"start": 60.04, "end": 60.16, "word": " ان", "probability": 0.75341796875}, {"start": 60.16, "end": 60.28, "word": " شاء", "probability": 0.97021484375}, {"start": 60.28, "end": 60.38, "word": " الله", "probability": 0.92724609375}, {"start": 60.38, "end": 60.74, "word": " تعالى", "probability": 0.9117838541666666}, {"start": 60.74, "end": 61.52, "word": " هنتحدث", "probability": 0.9808349609375}, {"start": 61.52, "end": 61.8, "word": " فيها", "probability": 0.991943359375}, {"start": 61.8, "end": 62.32, "word": " عن", "probability": 0.99609375}, {"start": 62.32, "end": 62.76, "word": " ال", "probability": 0.9638671875}, {"start": 62.76, "end": 63.6, "word": " unsupervised", "probability": 0.9098307291666666}, {"start": 63.6, "end": 64.14, "word": " learning", "probability": 0.9609375}, {"start": 64.14, "end": 64.82, "word": " فنبدأ", "probability": 0.9228515625}, {"start": 64.82, "end": 64.94, "word": " بال", "probability": 0.8828125}, {"start": 64.94, "end": 65.8, "word": " supervised", "probability": 0.8974609375}, {"start": 65.8, "end": 66.38, "word": " learning", "probability": 0.919921875}, {"start": 66.38, "end": 67.08, "word": " وهو", "probability": 0.713134765625}, {"start": 67.08, "end": 67.46, "word": " الاكثر", "probability": 0.7932942708333334}, {"start": 67.46, "end": 68.06, "word": " استخداما", "probability": 0.98203125}, {"start": 68.06, "end": 68.42, "word": " ربما", "probability": 0.9923502604166666}], "temperature": 1.0}, {"id": 4, "seek": 8759, "start": 69.17, "end": 87.59, "text": "و هنتحدث إيش الفرق بينهم في عجلة، لاحقا، هنتكلم اليوم عن ال introduction لشكل أساسي لل neural network، how the brain works وهذه المهمة، لأن زي ما قلنا لما بنتكلم عن AI، معنى ذلك إنه على طول referring للموضوع بيجي على بالنا ل neural network", "tokens": [2407, 8032, 29399, 24401, 12984, 11933, 1829, 8592, 27188, 2288, 4587, 49374, 16095, 8978, 6225, 7435, 37977, 12399, 20193, 5016, 4587, 995, 12399, 8032, 29399, 4117, 19528, 45595, 20498, 18871, 2423, 9339, 5296, 8592, 28820, 5551, 3794, 32277, 1829, 24976, 18161, 3209, 12399, 577, 264, 3567, 1985, 37037, 24192, 9673, 16095, 3660, 12399, 5296, 33456, 30767, 1829, 19446, 12174, 1211, 8315, 5296, 15042, 4724, 29399, 4117, 19528, 18871, 7318, 12399, 20449, 1863, 7578, 29910, 23275, 36145, 3224, 15844, 23032, 12610, 13761, 5296, 19528, 2407, 11242, 45367, 4724, 1829, 7435, 1829, 15844, 20666, 8315, 5296, 18161, 3209], "avg_logprob": -0.1559278301356994, "compression_ratio": 1.5439330543933054, "no_speech_prob": 0.0, "words": [{"start": 69.17, "end": 69.37, "word": "و", "probability": 0.3623046875}, {"start": 69.37, "end": 69.79, "word": " هنتحدث", "probability": 0.9569091796875}, {"start": 69.79, "end": 69.95, "word": " إيش", "probability": 0.753173828125}, {"start": 69.95, "end": 70.29, "word": " الفرق", "probability": 0.9816080729166666}, {"start": 70.29, "end": 70.73, "word": " بينهم", "probability": 0.986572265625}, {"start": 70.73, "end": 71.27, "word": " في", "probability": 0.84521484375}, {"start": 71.27, "end": 72.29, "word": " عجلة،", "probability": 0.8734130859375}, {"start": 72.29, "end": 73.57, "word": " لاحقا،", "probability": 0.78876953125}, {"start": 73.57, "end": 74.71, "word": " هنتكلم", "probability": 0.947998046875}, {"start": 74.71, "end": 75.03, "word": " اليوم", "probability": 0.95068359375}, {"start": 75.03, "end": 75.29, "word": " عن", "probability": 0.99169921875}, {"start": 75.29, "end": 75.73, "word": " ال", "probability": 0.8818359375}, {"start": 75.73, "end": 76.25, "word": " introduction", "probability": 0.88134765625}, {"start": 76.25, "end": 76.81, "word": " لشكل", "probability": 0.75830078125}, {"start": 76.81, "end": 77.21, "word": " أساسي", "probability": 0.978271484375}, {"start": 77.21, "end": 77.41, "word": " لل", "probability": 0.90576171875}, {"start": 77.41, "end": 77.89, "word": " neural", "probability": 0.88818359375}, {"start": 77.89, "end": 78.77, "word": " network،", "probability": 0.846435546875}, {"start": 78.77, "end": 79.07, "word": " how", "probability": 0.90625}, {"start": 79.07, "end": 79.29, "word": " the", "probability": 0.91748046875}, {"start": 79.29, "end": 79.57, "word": " brain", "probability": 0.931640625}, {"start": 79.57, "end": 80.03, "word": " works", "probability": 0.9189453125}, {"start": 80.03, "end": 80.37, "word": " وهذه", "probability": 0.74658203125}, {"start": 80.37, "end": 81.09, "word": " المهمة،", "probability": 0.85968017578125}, {"start": 81.09, "end": 81.21, "word": " لأن", "probability": 0.797119140625}, {"start": 81.21, "end": 81.33, "word": " زي", "probability": 0.9296875}, {"start": 81.33, "end": 81.43, "word": " ما", "probability": 0.98681640625}, {"start": 81.43, "end": 81.69, "word": " قلنا", "probability": 0.9391276041666666}, {"start": 81.69, "end": 82.11, "word": " لما", "probability": 0.842529296875}, {"start": 82.11, "end": 82.39, "word": " بنتكلم", "probability": 0.8304443359375}, {"start": 82.39, "end": 82.53, "word": " عن", "probability": 0.962890625}, {"start": 82.53, "end": 83.15, "word": " AI،", "probability": 0.6595458984375}, {"start": 83.15, "end": 83.45, "word": " معنى", "probability": 0.8660481770833334}, {"start": 83.45, "end": 83.71, "word": " ذلك", "probability": 0.9951171875}, {"start": 83.71, "end": 84.07, "word": " إنه", "probability": 0.6990966796875}, {"start": 84.07, "end": 84.23, "word": " على", "probability": 0.87451171875}, {"start": 84.23, "end": 84.53, "word": " طول", "probability": 0.990234375}, {"start": 84.53, "end": 84.97, "word": " referring", "probability": 0.83984375}, {"start": 84.97, "end": 85.59, "word": " للموضوع", "probability": 0.94521484375}, {"start": 85.59, "end": 85.89, "word": " بيجي", "probability": 0.9185791015625}, {"start": 85.89, "end": 86.03, "word": " على", "probability": 0.95556640625}, {"start": 86.03, "end": 86.43, "word": " بالنا", "probability": 0.89599609375}, {"start": 86.43, "end": 86.79, "word": " ل", "probability": 0.7900390625}, {"start": 86.79, "end": 87.01, "word": " neural", "probability": 0.92041015625}, {"start": 87.01, "end": 87.59, "word": " network", "probability": 0.9716796875}], "temperature": 1.0}, {"id": 5, "seek": 11327, "start": 88.47, "end": 113.27, "text": "ك tool أساسية ليش؟ لأنها بتعمل modeling لل brain وال brain هو الأداء اللي احنا بنستخدمها في ال intelligence او في ال intelligence الحقيقة ك human body طيب هنتكلم عن ال neuron بشكل أساسي ثم ال model تبع ال neuron من ناحية هندسية اللي هو ال perceptron ثم هنتكلم عن ال multilayer neuron networks ثم كيف عملية نعمل acceleration", "tokens": [4117, 2290, 5551, 3794, 32277, 10632, 32239, 8592, 22807, 5296, 33456, 11296, 39894, 25957, 1211, 15983, 24976, 3567, 16070, 3567, 31439, 16247, 3215, 16606, 13672, 1829, 1975, 5016, 8315, 44945, 14851, 9778, 40448, 11296, 8978, 2423, 7599, 1975, 2407, 8978, 2423, 7599, 21542, 38436, 28671, 9122, 1952, 1772, 23032, 1829, 3555, 8032, 29399, 4117, 19528, 18871, 2423, 34090, 4724, 8592, 28820, 5551, 3794, 32277, 1829, 38637, 2304, 2423, 2316, 6055, 3555, 3615, 2423, 34090, 9154, 8717, 39319, 10632, 8032, 41260, 3794, 10632, 13672, 1829, 31439, 2423, 43276, 2044, 38637, 2304, 8032, 29399, 4117, 19528, 18871, 2423, 2120, 388, 11167, 34090, 9590, 38637, 2304, 9122, 33911, 6225, 42213, 10632, 8717, 25957, 1211, 17162], "avg_logprob": -0.1293556373731225, "compression_ratio": 1.7602996254681649, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 88.47, "end": 88.73, "word": "ك", "probability": 0.69775390625}, {"start": 88.73, "end": 89.75, "word": " tool", "probability": 0.7236328125}, {"start": 89.75, "end": 90.51, "word": " أساسية", "probability": 0.9500732421875}, {"start": 90.51, "end": 90.81, "word": " ليش؟", "probability": 0.707275390625}, {"start": 90.81, "end": 90.99, "word": " لأنها", "probability": 0.9217122395833334}, {"start": 90.99, "end": 91.31, "word": " بتعمل", "probability": 0.9894205729166666}, {"start": 91.31, "end": 91.73, "word": " modeling", "probability": 0.7412109375}, {"start": 91.73, "end": 92.09, "word": " لل", "probability": 0.6025390625}, {"start": 92.09, "end": 92.47, "word": " brain", "probability": 0.7861328125}, {"start": 92.47, "end": 92.81, "word": " وال", "probability": 0.440185546875}, {"start": 92.81, "end": 93.05, "word": " brain", "probability": 0.8154296875}, {"start": 93.05, "end": 93.23, "word": " هو", "probability": 0.986328125}, {"start": 93.23, "end": 93.55, "word": " الأداء", "probability": 0.8470052083333334}, {"start": 93.55, "end": 93.67, "word": " اللي", "probability": 0.8701171875}, {"start": 93.67, "end": 93.81, "word": " احنا", "probability": 0.8429361979166666}, {"start": 93.81, "end": 94.49, "word": " بنستخدمها", "probability": 0.97431640625}, {"start": 94.49, "end": 94.89, "word": " في", "probability": 0.89404296875}, {"start": 94.89, "end": 94.97, "word": " ال", "probability": 0.92578125}, {"start": 94.97, "end": 95.41, "word": " intelligence", "probability": 0.78466796875}, {"start": 95.41, "end": 96.27, "word": " او", "probability": 0.6588134765625}, {"start": 96.27, "end": 96.39, "word": " في", "probability": 0.88720703125}, {"start": 96.39, "end": 96.49, "word": " ال", "probability": 0.90771484375}, {"start": 96.49, "end": 96.89, "word": " intelligence", "probability": 0.9140625}, {"start": 96.89, "end": 97.53, "word": " الحقيقة", "probability": 0.9783528645833334}, {"start": 97.53, "end": 99.41, "word": " ك", "probability": 0.98388671875}, {"start": 99.41, "end": 99.91, "word": " human", "probability": 0.90869140625}, {"start": 99.91, "end": 100.41, "word": " body", "probability": 0.9091796875}, {"start": 100.41, "end": 100.99, "word": " طيب", "probability": 0.9690755208333334}, {"start": 100.99, "end": 101.39, "word": " هنتكلم", "probability": 0.936279296875}, {"start": 101.39, "end": 101.53, "word": " عن", "probability": 0.98583984375}, {"start": 101.53, "end": 101.63, "word": " ال", "probability": 0.89501953125}, {"start": 101.63, "end": 101.99, "word": " neuron", "probability": 0.90087890625}, {"start": 101.99, "end": 102.95, "word": " بشكل", "probability": 0.9881184895833334}, {"start": 102.95, "end": 103.47, "word": " أساسي", "probability": 0.984375}, {"start": 103.47, "end": 104.05, "word": " ثم", "probability": 0.95263671875}, {"start": 104.05, "end": 104.31, "word": " ال", "probability": 0.896484375}, {"start": 104.31, "end": 104.59, "word": " model", "probability": 0.9765625}, {"start": 104.59, "end": 104.85, "word": " تبع", "probability": 0.9630533854166666}, {"start": 104.85, "end": 104.97, "word": " ال", "probability": 0.9423828125}, {"start": 104.97, "end": 105.33, "word": " neuron", "probability": 0.99072265625}, {"start": 105.33, "end": 105.63, "word": " من", "probability": 0.9951171875}, {"start": 105.63, "end": 106.07, "word": " ناحية", "probability": 0.98583984375}, {"start": 106.07, "end": 106.95, "word": " هندسية", "probability": 0.987060546875}, {"start": 106.95, "end": 107.11, "word": " اللي", "probability": 0.974365234375}, {"start": 107.11, "end": 107.27, "word": " هو", "probability": 0.517578125}, {"start": 107.27, "end": 107.37, "word": " ال", "probability": 0.984375}, {"start": 107.37, "end": 107.91, "word": " perceptron", "probability": 0.819091796875}, {"start": 107.91, "end": 108.39, "word": " ثم", "probability": 0.969970703125}, {"start": 108.39, "end": 108.73, "word": " هنتكلم", "probability": 0.9423828125}, {"start": 108.73, "end": 108.89, "word": " عن", "probability": 0.9912109375}, {"start": 108.89, "end": 109.01, "word": " ال", "probability": 0.89306640625}, {"start": 109.01, "end": 110.59, "word": " multilayer", "probability": 0.5924479166666666}, {"start": 110.59, "end": 110.85, "word": " neuron", "probability": 0.52490234375}, {"start": 110.85, "end": 111.41, "word": " networks", "probability": 0.8740234375}, {"start": 111.41, "end": 111.85, "word": " ثم", "probability": 0.964599609375}, {"start": 111.85, "end": 112.07, "word": " كيف", "probability": 0.9833984375}, {"start": 112.07, "end": 112.35, "word": " عملية", "probability": 0.9153645833333334}, {"start": 112.35, "end": 112.59, "word": " نعمل", "probability": 0.94677734375}, {"start": 112.59, "end": 113.27, "word": " acceleration", "probability": 0.8134765625}], "temperature": 1.0}, {"id": 6, "seek": 13666, "start": 114.28, "end": 136.66, "text": "اللي هو تسريع عملية التعلم و هذه هي الميزة الحقيقة في موضوع ال neural network و لاحقا موضوع ال genetic algorithm ان ال two tools هدولة بيقدروا يتعلموا بخلاف ما كان قبل ذلك اللي هو في ال rule based كل ما سبق كان نتكلم عن rule based فكانت rule based هي مجموعة قواعد F then", "tokens": [6027, 20292, 31439, 6055, 3794, 16572, 3615, 6225, 42213, 10632, 16712, 3615, 19528, 4032, 29538, 39896, 9673, 1829, 11622, 3660, 21542, 38436, 28671, 8978, 3714, 2407, 11242, 45367, 2423, 18161, 3209, 4032, 20193, 5016, 4587, 995, 3714, 2407, 11242, 45367, 2423, 12462, 9284, 16472, 2423, 732, 3873, 8032, 3215, 12610, 3660, 4724, 1829, 28543, 2288, 14407, 7251, 2655, 3615, 19528, 14407, 4724, 9778, 15040, 5172, 19446, 25961, 12174, 36150, 29910, 23275, 13672, 1829, 31439, 8978, 2423, 4978, 2361, 28242, 19446, 8608, 3555, 4587, 25961, 8717, 2655, 4117, 19528, 18871, 4978, 2361, 6156, 41361, 2655, 4978, 2361, 39896, 3714, 7435, 2304, 2407, 27884, 12174, 14407, 22488, 479, 550], "avg_logprob": -0.1281105267504851, "compression_ratio": 1.7375, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 114.28, "end": 114.54, "word": "اللي", "probability": 0.922607421875}, {"start": 114.54, "end": 114.66, "word": " هو", "probability": 0.9501953125}, {"start": 114.66, "end": 115.2, "word": " تسريع", "probability": 0.9908447265625}, {"start": 115.2, "end": 115.54, "word": " عملية", "probability": 0.9840494791666666}, {"start": 115.54, "end": 116.04, "word": " التعلم", "probability": 0.9462890625}, {"start": 116.04, "end": 116.44, "word": " و", "probability": 0.229736328125}, {"start": 116.44, "end": 116.66, "word": " هذه", "probability": 0.76611328125}, {"start": 116.66, "end": 116.84, "word": " هي", "probability": 0.8759765625}, {"start": 116.84, "end": 117.4, "word": " الميزة", "probability": 0.975830078125}, {"start": 117.4, "end": 118.1, "word": " الحقيقة", "probability": 0.9768880208333334}, {"start": 118.1, "end": 118.32, "word": " في", "probability": 0.97705078125}, {"start": 118.32, "end": 118.9, "word": " موضوع", "probability": 0.9842529296875}, {"start": 118.9, "end": 120.04, "word": " ال", "probability": 0.5205078125}, {"start": 120.04, "end": 120.28, "word": " neural", "probability": 0.8076171875}, {"start": 120.28, "end": 120.92, "word": " network", "probability": 0.95947265625}, {"start": 120.92, "end": 121.24, "word": " و", "probability": 0.59814453125}, {"start": 121.24, "end": 121.9, "word": " لاحقا", "probability": 0.92578125}, {"start": 121.9, "end": 122.54, "word": " موضوع", "probability": 0.9285888671875}, {"start": 122.54, "end": 122.64, "word": " ال", "probability": 0.970703125}, {"start": 122.64, "end": 122.9, "word": " genetic", "probability": 0.92724609375}, {"start": 122.9, "end": 123.44, "word": " algorithm", "probability": 0.9296875}, {"start": 123.44, "end": 123.84, "word": " ان", "probability": 0.3818359375}, {"start": 123.84, "end": 124.08, "word": " ال", "probability": 0.94091796875}, {"start": 124.08, "end": 124.32, "word": " two", "probability": 0.73095703125}, {"start": 124.32, "end": 124.74, "word": " tools", "probability": 0.853515625}, {"start": 124.74, "end": 125.32, "word": " هدولة", "probability": 0.9105224609375}, {"start": 125.32, "end": 126.0, "word": " بيقدروا", "probability": 0.89296875}, {"start": 126.0, "end": 126.72, "word": " يتعلموا", "probability": 0.9890625}, {"start": 126.72, "end": 127.92, "word": " بخلاف", "probability": 0.89111328125}, {"start": 127.92, "end": 128.08, "word": " ما", "probability": 0.978515625}, {"start": 128.08, "end": 128.26, "word": " كان", "probability": 0.98876953125}, {"start": 128.26, "end": 128.54, "word": " قبل", "probability": 0.990478515625}, {"start": 128.54, "end": 128.84, "word": " ذلك", "probability": 0.99462890625}, {"start": 128.84, "end": 128.98, "word": " اللي", "probability": 0.983642578125}, {"start": 128.98, "end": 129.18, "word": " هو", "probability": 0.970703125}, {"start": 129.18, "end": 129.36, "word": " في", "probability": 0.90234375}, {"start": 129.36, "end": 129.6, "word": " ال", "probability": 0.53857421875}, {"start": 129.6, "end": 129.84, "word": " rule", "probability": 0.82666015625}, {"start": 129.84, "end": 130.38, "word": " based", "probability": 0.8037109375}, {"start": 130.38, "end": 131.18, "word": " كل", "probability": 0.70654296875}, {"start": 131.18, "end": 131.38, "word": " ما", "probability": 0.951171875}, {"start": 131.38, "end": 131.74, "word": " سبق", "probability": 0.970703125}, {"start": 131.74, "end": 131.92, "word": " كان", "probability": 0.94580078125}, {"start": 131.92, "end": 132.26, "word": " نتكلم", "probability": 0.9268798828125}, {"start": 132.26, "end": 132.48, "word": " عن", "probability": 0.98876953125}, {"start": 132.48, "end": 132.98, "word": " rule", "probability": 0.86181640625}, {"start": 132.98, "end": 133.36, "word": " based", "probability": 0.9580078125}, {"start": 133.36, "end": 133.98, "word": " فكانت", "probability": 0.6374918619791666}, {"start": 133.98, "end": 134.28, "word": " rule", "probability": 0.83935546875}, {"start": 134.28, "end": 134.76, "word": " based", "probability": 0.96484375}, {"start": 134.76, "end": 135.16, "word": " هي", "probability": 0.931640625}, {"start": 135.16, "end": 135.52, "word": " مجموعة", "probability": 0.93642578125}, {"start": 135.52, "end": 135.92, "word": " قواعد", "probability": 0.9847005208333334}, {"start": 135.92, "end": 136.14, "word": " F", "probability": 0.60986328125}, {"start": 136.14, "end": 136.66, "word": " then", "probability": 0.69921875}], "temperature": 1.0}, {"id": 7, "seek": 15885, "start": 137.63, "end": 158.85, "text": "فكانت ضمن قواعد محددة أما الأن احنا بنتكلم ضمن frame فهي frame based بمعنى ان انا باخد الشكل ك input كامل على بعضه و بدي اعمله modeling بحيث انه ال machine learning تتعلم او ال machine تتعلم و تقدر تحكم على ال decision القرار", "tokens": [5172, 41361, 2655, 48812, 27842, 12174, 14407, 22488, 3714, 24401, 41891, 5551, 15042, 16247, 1863, 1975, 5016, 8315, 4724, 29399, 4117, 19528, 48812, 27842, 3920, 6156, 3224, 1829, 3920, 2361, 4724, 2304, 3615, 1863, 7578, 16472, 1975, 8315, 4724, 47283, 3215, 25124, 28820, 9122, 4846, 9122, 10943, 1211, 15844, 45030, 11242, 3224, 4032, 4724, 16254, 1975, 25957, 43761, 15983, 4724, 5016, 1829, 12984, 16472, 3224, 2423, 3479, 2539, 6055, 2655, 3615, 19528, 1975, 2407, 2423, 3479, 6055, 2655, 3615, 19528, 4032, 6055, 28543, 2288, 6055, 5016, 24793, 15844, 2423, 3537, 25062, 2288, 9640], "avg_logprob": -0.1368849681729966, "compression_ratio": 1.5936073059360731, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 137.63, "end": 138.43, "word": "فكانت", "probability": 0.77783203125}, {"start": 138.43, "end": 138.65, "word": " ضمن", "probability": 0.994384765625}, {"start": 138.65, "end": 139.43, "word": " قواعد", "probability": 0.982421875}, {"start": 139.43, "end": 140.01, "word": " محددة", "probability": 0.9947916666666666}, {"start": 140.01, "end": 140.49, "word": " أما", "probability": 0.7196044921875}, {"start": 140.49, "end": 140.89, "word": " الأن", "probability": 0.7054443359375}, {"start": 140.89, "end": 141.05, "word": " احنا", "probability": 0.8450520833333334}, {"start": 141.05, "end": 141.37, "word": " بنتكلم", "probability": 0.8262939453125}, {"start": 141.37, "end": 141.65, "word": " ضمن", "probability": 0.95654296875}, {"start": 141.65, "end": 142.05, "word": " frame", "probability": 0.79052734375}, {"start": 142.05, "end": 143.09, "word": " فهي", "probability": 0.9208984375}, {"start": 143.09, "end": 144.57, "word": " frame", "probability": 0.72119140625}, {"start": 144.57, "end": 145.21, "word": " based", "probability": 0.9365234375}, {"start": 145.21, "end": 145.99, "word": " بمعنى", "probability": 0.9693359375}, {"start": 145.99, "end": 146.27, "word": " ان", "probability": 0.406982421875}, {"start": 146.27, "end": 146.41, "word": " انا", "probability": 0.8544921875}, {"start": 146.41, "end": 146.89, "word": " باخد", "probability": 0.9650065104166666}, {"start": 146.89, "end": 147.79, "word": " الشكل", "probability": 0.98779296875}, {"start": 147.79, "end": 148.11, "word": " ك", "probability": 0.9921875}, {"start": 148.11, "end": 148.51, "word": " input", "probability": 0.97021484375}, {"start": 148.51, "end": 149.35, "word": " كامل", "probability": 0.9930013020833334}, {"start": 149.35, "end": 149.51, "word": " على", "probability": 0.82275390625}, {"start": 149.51, "end": 149.95, "word": " بعضه", "probability": 0.982421875}, {"start": 149.95, "end": 150.21, "word": " و", "probability": 0.732421875}, {"start": 150.21, "end": 150.37, "word": " بدي", "probability": 0.648681640625}, {"start": 150.37, "end": 150.67, "word": " اعمله", "probability": 0.796630859375}, {"start": 150.67, "end": 151.03, "word": " modeling", "probability": 0.72705078125}, {"start": 151.03, "end": 151.43, "word": " بحيث", "probability": 0.9888916015625}, {"start": 151.43, "end": 151.79, "word": " انه", "probability": 0.68212890625}, {"start": 151.79, "end": 152.33, "word": " ال", "probability": 0.9755859375}, {"start": 152.33, "end": 153.13, "word": " machine", "probability": 0.70556640625}, {"start": 153.13, "end": 153.61, "word": " learning", "probability": 0.9130859375}, {"start": 153.61, "end": 154.17, "word": " تتعلم", "probability": 0.9451904296875}, {"start": 154.17, "end": 154.33, "word": " او", "probability": 0.856689453125}, {"start": 154.33, "end": 154.43, "word": " ال", "probability": 0.9111328125}, {"start": 154.43, "end": 154.63, "word": " machine", "probability": 0.953125}, {"start": 154.63, "end": 155.15, "word": " تتعلم", "probability": 0.980224609375}, {"start": 155.15, "end": 155.61, "word": " و", "probability": 0.62890625}, {"start": 155.61, "end": 156.07, "word": " تقدر", "probability": 0.98291015625}, {"start": 156.07, "end": 157.03, "word": " تحكم", "probability": 0.9903971354166666}, {"start": 157.03, "end": 157.27, "word": " على", "probability": 0.890625}, {"start": 157.27, "end": 157.53, "word": " ال", "probability": 0.82568359375}, {"start": 157.53, "end": 157.93, "word": " decision", "probability": 0.990234375}, {"start": 157.93, "end": 158.85, "word": " القرار", "probability": 0.9588216145833334}], "temperature": 1.0}, {"id": 8, "seek": 18460, "start": 159.58, "end": 184.6, "text": "النهائي تبحث فبنعمل عملية learning هنا ضروري نعمل عملية learning فهنتكلم عن نوع آخر من الأنواع ال neural network واللي تحت العنوان supervised learning ضمن هذه ال category وهي ال hopfield ثم ال bidirectional associative memories أو ال BAM بنكون ان شاء الله خلصنا موضوع supervised فنبدأ على بركة الله في ال introduction وممكن نقول انه", "tokens": [6027, 1863, 3224, 16373, 1829, 6055, 49628, 12984, 6156, 3555, 1863, 25957, 1211, 6225, 42213, 10632, 2539, 34105, 48812, 2288, 13063, 1829, 8717, 25957, 1211, 6225, 42213, 10632, 2539, 6156, 3224, 29399, 4117, 19528, 18871, 8717, 45367, 19753, 34740, 9154, 16247, 1863, 14407, 3615, 2423, 18161, 3209, 16070, 20292, 6055, 33753, 18863, 1863, 2407, 7649, 46533, 2539, 48812, 27842, 29538, 2423, 7719, 37037, 1829, 2423, 3818, 7610, 38637, 2304, 2423, 12957, 621, 41048, 4180, 1166, 8495, 34051, 2423, 363, 2865, 44945, 30544, 16472, 13412, 16606, 21984, 16490, 1211, 9381, 8315, 3714, 2407, 11242, 45367, 46533, 6156, 1863, 44510, 10721, 15844, 4724, 31747, 3660, 21984, 8978, 2423, 9339, 4032, 2304, 43020, 8717, 39648, 16472, 3224], "avg_logprob": -0.16902174431344738, "compression_ratio": 1.6409395973154361, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 159.58, "end": 160.1, "word": "النهائي", "probability": 0.735888671875}, {"start": 160.1, "end": 160.5, "word": " تبحث", "probability": 0.9103190104166666}, {"start": 160.5, "end": 160.92, "word": " فبنعمل", "probability": 0.840771484375}, {"start": 160.92, "end": 161.26, "word": " عملية", "probability": 0.97802734375}, {"start": 161.26, "end": 162.16, "word": " learning", "probability": 0.84326171875}, {"start": 162.16, "end": 162.42, "word": " هنا", "probability": 0.7783203125}, {"start": 162.42, "end": 162.76, "word": " ضروري", "probability": 0.9581298828125}, {"start": 162.76, "end": 163.04, "word": " نعمل", "probability": 0.96484375}, {"start": 163.04, "end": 163.26, "word": " عملية", "probability": 0.9703776041666666}, {"start": 163.26, "end": 163.64, "word": " learning", "probability": 0.93212890625}, {"start": 163.64, "end": 164.94, "word": " فهنتكلم", "probability": 0.86708984375}, {"start": 164.94, "end": 165.08, "word": " عن", "probability": 0.9892578125}, {"start": 165.08, "end": 165.26, "word": " نوع", "probability": 0.992431640625}, {"start": 165.26, "end": 165.62, "word": " آخر", "probability": 0.6978759765625}, {"start": 165.62, "end": 165.94, "word": " من", "probability": 0.9833984375}, {"start": 165.94, "end": 166.92, "word": " الأنواع", "probability": 0.906494140625}, {"start": 166.92, "end": 167.04, "word": " ال", "probability": 0.63720703125}, {"start": 167.04, "end": 167.24, "word": " neural", "probability": 0.47021484375}, {"start": 167.24, "end": 167.76, "word": " network", "probability": 0.91796875}, {"start": 167.76, "end": 168.16, "word": " واللي", "probability": 0.547607421875}, {"start": 168.16, "end": 168.62, "word": " تحت", "probability": 0.99462890625}, {"start": 168.62, "end": 169.38, "word": " العنوان", "probability": 0.96044921875}, {"start": 169.38, "end": 169.98, "word": " supervised", "probability": 0.8447265625}, {"start": 169.98, "end": 170.7, "word": " learning", "probability": 0.95458984375}, {"start": 170.7, "end": 171.48, "word": " ضمن", "probability": 0.66015625}, {"start": 171.48, "end": 171.68, "word": " هذه", "probability": 0.962890625}, {"start": 171.68, "end": 171.8, "word": " ال", "probability": 0.487060546875}, {"start": 171.8, "end": 172.08, "word": " category", "probability": 0.91162109375}, {"start": 172.08, "end": 172.34, "word": " وهي", "probability": 0.810791015625}, {"start": 172.34, "end": 172.44, "word": " ال", "probability": 0.6689453125}, {"start": 172.44, "end": 172.88, "word": " hopfield", "probability": 0.3768310546875}, {"start": 172.88, "end": 173.44, "word": " ثم", "probability": 0.973876953125}, {"start": 173.44, "end": 173.6, "word": " ال", "probability": 0.96728515625}, {"start": 173.6, "end": 174.26, "word": " bidirectional", "probability": 0.7488606770833334}, {"start": 174.26, "end": 175.36, "word": " associative", "probability": 0.975830078125}, {"start": 175.36, "end": 176.48, "word": " memories", "probability": 0.7763671875}, {"start": 176.48, "end": 176.72, "word": " أو", "probability": 0.7578125}, {"start": 176.72, "end": 176.84, "word": " ال", "probability": 0.7568359375}, {"start": 176.84, "end": 177.1, "word": " BAM", "probability": 0.84765625}, {"start": 177.1, "end": 178.2, "word": " بنكون", "probability": 0.772705078125}, {"start": 178.2, "end": 178.44, "word": " ان", "probability": 0.86376953125}, {"start": 178.44, "end": 178.6, "word": " شاء", "probability": 0.986083984375}, {"start": 178.6, "end": 178.74, "word": " الله", "probability": 0.96240234375}, {"start": 178.74, "end": 179.38, "word": " خلصنا", "probability": 0.99267578125}, {"start": 179.38, "end": 180.38, "word": " موضوع", "probability": 0.958251953125}, {"start": 180.38, "end": 180.72, "word": " supervised", "probability": 0.68115234375}, {"start": 180.72, "end": 181.42, "word": " فنبدأ", "probability": 0.9735107421875}, {"start": 181.42, "end": 181.54, "word": " على", "probability": 0.8193359375}, {"start": 181.54, "end": 181.9, "word": " بركة", "probability": 0.9775390625}, {"start": 181.9, "end": 182.18, "word": " الله", "probability": 0.92626953125}, {"start": 182.18, "end": 182.64, "word": " في", "probability": 0.95703125}, {"start": 182.64, "end": 182.72, "word": " ال", "probability": 0.95654296875}, {"start": 182.72, "end": 183.2, "word": " introduction", "probability": 0.92919921875}, {"start": 183.2, "end": 183.88, "word": " وممكن", "probability": 0.9261067708333334}, {"start": 183.88, "end": 184.2, "word": " نقول", "probability": 0.988037109375}, {"start": 184.2, "end": 184.6, "word": " انه", "probability": 0.78125}], "temperature": 1.0}, {"id": 9, "seek": 20778, "start": 185.22, "end": 207.78, "text": "بكل ال machine learning عشان اقول ان في عندى machine learning فانا involved ل ال adaptive mechanisms of enable computers to learn from experience كيف انا بقدر اخلى ال computer يتعلم من التجربة او من ال experience يتعلم من ال examples ال analogy ال analogy يتعلم من عملية المقارنة عملية", "tokens": [3555, 28820, 2423, 3479, 2539, 6225, 8592, 7649, 1975, 39648, 16472, 8978, 43242, 7578, 3479, 2539, 6156, 7649, 995, 3288, 5296, 2423, 27912, 15902, 295, 9528, 10807, 281, 1466, 490, 1752, 9122, 33911, 1975, 8315, 4724, 28543, 2288, 1975, 9778, 23942, 2423, 3820, 7251, 2655, 3615, 19528, 9154, 16712, 7435, 25513, 3660, 1975, 2407, 9154, 2423, 1752, 7251, 2655, 3615, 19528, 9154, 2423, 5110, 2423, 21663, 2423, 21663, 7251, 2655, 3615, 19528, 9154, 6225, 42213, 10632, 9673, 4587, 9640, 1863, 3660, 6225, 42213, 10632], "avg_logprob": -0.13106617717181934, "compression_ratio": 1.759090909090909, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 185.22, "end": 185.68, "word": "بكل", "probability": 0.948486328125}, {"start": 185.68, "end": 187.54, "word": " ال", "probability": 0.849609375}, {"start": 187.54, "end": 187.82, "word": " machine", "probability": 0.82275390625}, {"start": 187.82, "end": 188.4, "word": " learning", "probability": 0.9375}, {"start": 188.4, "end": 188.74, "word": " عشان", "probability": 0.9718424479166666}, {"start": 188.74, "end": 188.92, "word": " اقول", "probability": 0.781005859375}, {"start": 188.92, "end": 189.04, "word": " ان", "probability": 0.7353515625}, {"start": 189.04, "end": 189.16, "word": " في", "probability": 0.89306640625}, {"start": 189.16, "end": 189.4, "word": " عندى", "probability": 0.72509765625}, {"start": 189.4, "end": 189.62, "word": " machine", "probability": 0.92138671875}, {"start": 189.62, "end": 189.94, "word": " learning", "probability": 0.9482421875}, {"start": 189.94, "end": 190.26, "word": " فانا", "probability": 0.9296875}, {"start": 190.26, "end": 190.66, "word": " involved", "probability": 0.87255859375}, {"start": 190.66, "end": 190.94, "word": " ل", "probability": 0.802734375}, {"start": 190.94, "end": 191.28, "word": " ال", "probability": 0.24169921875}, {"start": 191.28, "end": 191.72, "word": " adaptive", "probability": 0.90625}, {"start": 191.72, "end": 192.76, "word": " mechanisms", "probability": 0.67236328125}, {"start": 192.76, "end": 193.16, "word": " of", "probability": 0.9521484375}, {"start": 193.16, "end": 194.3, "word": " enable", "probability": 0.79443359375}, {"start": 194.3, "end": 194.96, "word": " computers", "probability": 0.8935546875}, {"start": 194.96, "end": 195.18, "word": " to", "probability": 0.9677734375}, {"start": 195.18, "end": 195.44, "word": " learn", "probability": 0.97900390625}, {"start": 195.44, "end": 195.7, "word": " from", "probability": 0.93115234375}, {"start": 195.7, "end": 196.48, "word": " experience", "probability": 0.9248046875}, {"start": 196.48, "end": 196.88, "word": " كيف", "probability": 0.93359375}, {"start": 196.88, "end": 197.0, "word": " انا", "probability": 0.85498046875}, {"start": 197.0, "end": 197.3, "word": " بقدر", "probability": 0.9921875}, {"start": 197.3, "end": 197.54, "word": " اخلى", "probability": 0.7579752604166666}, {"start": 197.54, "end": 197.66, "word": " ال", "probability": 0.97119140625}, {"start": 197.66, "end": 198.02, "word": " computer", "probability": 0.91650390625}, {"start": 198.02, "end": 198.5, "word": " يتعلم", "probability": 0.987060546875}, {"start": 198.5, "end": 198.72, "word": " من", "probability": 0.99267578125}, {"start": 198.72, "end": 199.6, "word": " التجربة", "probability": 0.9520263671875}, {"start": 199.6, "end": 199.66, "word": " او", "probability": 0.831298828125}, {"start": 199.66, "end": 199.76, "word": " من", "probability": 0.927734375}, {"start": 199.76, "end": 199.82, "word": " ال", "probability": 0.9228515625}, {"start": 199.82, "end": 200.22, "word": " experience", "probability": 0.9609375}, {"start": 200.22, "end": 200.7, "word": " يتعلم", "probability": 0.9005126953125}, {"start": 200.7, "end": 200.82, "word": " من", "probability": 0.9951171875}, {"start": 200.82, "end": 200.94, "word": " ال", "probability": 0.9306640625}, {"start": 200.94, "end": 201.42, "word": " examples", "probability": 0.73583984375}, {"start": 201.42, "end": 202.14, "word": " ال", "probability": 0.91796875}, {"start": 202.14, "end": 202.62, "word": " analogy", "probability": 0.6103515625}, {"start": 202.62, "end": 203.0, "word": " ال", "probability": 0.4951171875}, {"start": 203.0, "end": 204.2, "word": " analogy", "probability": 0.615234375}, {"start": 204.2, "end": 205.6, "word": " يتعلم", "probability": 0.970947265625}, {"start": 205.6, "end": 205.9, "word": " من", "probability": 0.99462890625}, {"start": 205.9, "end": 206.48, "word": " عملية", "probability": 0.9781901041666666}, {"start": 206.48, "end": 207.16, "word": " المقارنة", "probability": 0.9927734375}, {"start": 207.16, "end": 207.78, "word": " عملية", "probability": 0.9381510416666666}], "temperature": 1.0}, {"id": 10, "seek": 23442, "start": 208.74, "end": 234.42, "text": "ال experience السابقة يتعلم حتى من ال human او ال expert human كيف ممكن ياخد هذا العلم منهم بس طبعا بدون ما يكون لاحقا عنده supervised او خليني نقول بدون ما يكون في عنده expert human فانا بدي اعطيه أدوات التفكير ثم المفروض انه تترك ال machine لحالها هي اللي تفكر لحالها بعد ذلك هي اللي تاخد القرارات لحالها", "tokens": [6027, 1752, 21136, 16758, 28671, 7251, 2655, 3615, 19528, 11331, 49975, 9154, 2423, 1952, 1975, 2407, 2423, 5844, 1952, 9122, 33911, 3714, 43020, 7251, 47283, 3215, 23758, 18863, 19528, 9154, 16095, 4724, 3794, 23032, 3555, 3615, 995, 47525, 11536, 19446, 7251, 30544, 20193, 5016, 4587, 995, 43242, 3224, 46533, 1975, 2407, 16490, 1211, 9957, 1829, 8717, 39648, 47525, 11536, 19446, 7251, 30544, 8978, 43242, 3224, 5844, 1952, 6156, 7649, 995, 4724, 16254, 1975, 3615, 9566, 1829, 3224, 5551, 3215, 2407, 9307, 16712, 5172, 4117, 13546, 38637, 2304, 9673, 5172, 32887, 11242, 16472, 3224, 6055, 2655, 31747, 2423, 3479, 5296, 5016, 6027, 11296, 39896, 13672, 1829, 6055, 5172, 37983, 5296, 5016, 6027, 11296, 39182, 29910, 23275, 39896, 13672, 1829, 6055, 47283, 3215, 25062, 2288, 9640, 9307, 5296, 5016, 6027, 11296], "avg_logprob": -0.08792067433779056, "compression_ratio": 1.893939393939394, "no_speech_prob": 4.708766937255859e-06, "words": [{"start": 208.74, "end": 209.02, "word": "ال", "probability": 0.83837890625}, {"start": 209.02, "end": 209.8, "word": " experience", "probability": 0.56884765625}, {"start": 209.8, "end": 210.6, "word": " السابقة", "probability": 0.9855143229166666}, {"start": 210.6, "end": 211.34, "word": " يتعلم", "probability": 0.9864501953125}, {"start": 211.34, "end": 211.78, "word": " حتى", "probability": 0.95703125}, {"start": 211.78, "end": 211.98, "word": " من", "probability": 0.9931640625}, {"start": 211.98, "end": 212.38, "word": " ال", "probability": 0.98388671875}, {"start": 212.38, "end": 212.74, "word": " human", "probability": 0.93408203125}, {"start": 212.74, "end": 213.44, "word": " او", "probability": 0.654541015625}, {"start": 213.44, "end": 213.84, "word": " ال", "probability": 0.93359375}, {"start": 213.84, "end": 214.24, "word": " expert", "probability": 0.97509765625}, {"start": 214.24, "end": 214.74, "word": " human", "probability": 0.9580078125}, {"start": 214.74, "end": 215.16, "word": " كيف", "probability": 0.90087890625}, {"start": 215.16, "end": 215.5, "word": " ممكن", "probability": 0.9404296875}, {"start": 215.5, "end": 216.2, "word": " ياخد", "probability": 0.81103515625}, {"start": 216.2, "end": 216.5, "word": " هذا", "probability": 0.97607421875}, {"start": 216.5, "end": 216.82, "word": " العلم", "probability": 0.9931640625}, {"start": 216.82, "end": 217.18, "word": " منهم", "probability": 0.9912109375}, {"start": 217.18, "end": 217.42, "word": " بس", "probability": 0.931884765625}, {"start": 217.42, "end": 217.72, "word": " طبعا", "probability": 0.994384765625}, {"start": 217.72, "end": 218.46, "word": " بدون", "probability": 0.964599609375}, {"start": 218.46, "end": 218.6, "word": " ما", "probability": 0.9658203125}, {"start": 218.6, "end": 218.86, "word": " يكون", "probability": 0.98583984375}, {"start": 218.86, "end": 219.5, "word": " لاحقا", "probability": 0.9468994140625}, {"start": 219.5, "end": 220.34, "word": " عنده", "probability": 0.98095703125}, {"start": 220.34, "end": 221.74, "word": " supervised", "probability": 0.81689453125}, {"start": 221.74, "end": 223.0, "word": " او", "probability": 0.856201171875}, {"start": 223.0, "end": 223.36, "word": " خليني", "probability": 0.8338623046875}, {"start": 223.36, "end": 223.7, "word": " نقول", "probability": 0.732421875}, {"start": 223.7, "end": 224.1, "word": " بدون", "probability": 0.975830078125}, {"start": 224.1, "end": 224.18, "word": " ما", "probability": 0.9873046875}, {"start": 224.18, "end": 224.36, "word": " يكون", "probability": 0.97802734375}, {"start": 224.36, "end": 224.48, "word": " في", "probability": 0.64794921875}, {"start": 224.48, "end": 224.68, "word": " عنده", "probability": 0.876220703125}, {"start": 224.68, "end": 224.98, "word": " expert", "probability": 0.9619140625}, {"start": 224.98, "end": 225.34, "word": " human", "probability": 0.95068359375}, {"start": 225.34, "end": 225.94, "word": " فانا", "probability": 0.9430338541666666}, {"start": 225.94, "end": 226.12, "word": " بدي", "probability": 0.77392578125}, {"start": 226.12, "end": 226.7, "word": " اعطيه", "probability": 0.95419921875}, {"start": 226.7, "end": 227.24, "word": " أدوات", "probability": 0.890625}, {"start": 227.24, "end": 227.86, "word": " التفكير", "probability": 0.997314453125}, {"start": 227.86, "end": 228.24, "word": " ثم", "probability": 0.97119140625}, {"start": 228.24, "end": 229.38, "word": " المفروض", "probability": 0.9957275390625}, {"start": 229.38, "end": 229.68, "word": " انه", "probability": 0.85546875}, {"start": 229.68, "end": 230.16, "word": " تترك", "probability": 0.7986653645833334}, {"start": 230.16, "end": 230.3, "word": " ال", "probability": 0.93701171875}, {"start": 230.3, "end": 230.56, "word": " machine", "probability": 0.95068359375}, {"start": 230.56, "end": 230.96, "word": " لحالها", "probability": 0.9866943359375}, {"start": 230.96, "end": 231.12, "word": " هي", "probability": 0.79638671875}, {"start": 231.12, "end": 231.24, "word": " اللي", "probability": 0.927001953125}, {"start": 231.24, "end": 231.56, "word": " تفكر", "probability": 0.9327799479166666}, {"start": 231.56, "end": 231.92, "word": " لحالها", "probability": 0.9927978515625}, {"start": 231.92, "end": 232.12, "word": " بعد", "probability": 0.98681640625}, {"start": 232.12, "end": 232.44, "word": " ذلك", "probability": 0.99609375}, {"start": 232.44, "end": 232.72, "word": " هي", "probability": 0.8310546875}, {"start": 232.72, "end": 232.82, "word": " اللي", "probability": 0.986572265625}, {"start": 232.82, "end": 233.04, "word": " تاخد", "probability": 0.8562825520833334}, {"start": 233.04, "end": 233.58, "word": " القرارات", "probability": 0.9915771484375}, {"start": 233.58, "end": 234.42, "word": " لحالها", "probability": 0.9921875}], "temperature": 1.0}, {"id": 11, "seek": 26192, "start": 235.12, "end": 261.92, "text": "طيب فهذا المفروض أنه يأثر بشكل كبير على ال performance ل ال intelligence systems over time بمعنى بالاستمرار المفروض أنه يطور نفسه، يطور نفسه بناء على إيش، بناء على ال inputs اللي كل مرة بدخله إياها و بعمل لها قرار ثم بضيفها لعملية التعلم اللي اتعلمها، بمعنى أنه ممكن أضيفها لقواعد البيانات اللي بتعلم منها، فأصبحت بزود ال experience تبعته كأنها بتزيد فعلا ال experience تبعته", "tokens": [9566, 1829, 3555, 6156, 3224, 15730, 9673, 5172, 32887, 11242, 14739, 3224, 7251, 10721, 49115, 4724, 8592, 28820, 9122, 3555, 13546, 15844, 2423, 3389, 5296, 2423, 7599, 3652, 670, 565, 4724, 2304, 3615, 1863, 7578, 20666, 995, 14851, 29973, 9640, 9673, 5172, 32887, 11242, 14739, 3224, 7251, 9566, 13063, 8717, 36178, 3224, 12399, 7251, 9566, 13063, 8717, 36178, 3224, 44945, 16606, 15844, 11933, 1829, 8592, 12399, 44945, 16606, 15844, 2423, 15743, 13672, 1829, 28242, 3714, 25720, 47525, 9778, 43761, 11933, 25528, 11296, 4032, 4724, 25957, 1211, 5296, 11296, 12174, 2288, 9640, 38637, 2304, 4724, 11242, 33911, 11296, 5296, 25957, 1211, 10632, 16712, 3615, 19528, 13672, 1829, 1975, 2655, 3615, 19528, 11296, 12399, 4724, 2304, 3615, 1863, 7578, 14739, 3224, 3714, 43020, 5551, 11242, 33911, 11296, 5296, 4587, 14407, 22488, 2423, 21292, 7649, 9307, 13672, 1829, 39894, 3615, 19528, 9154, 11296, 12399, 6156, 10721, 9381, 49628, 2655, 4724, 11622, 23328, 2423, 1752, 6055, 3555, 34268, 3224, 9122, 33456, 11296, 39894, 11622, 25708, 6156, 3615, 15040, 2423, 1752, 6055, 3555, 34268, 3224], "avg_logprob": -0.12225877297552008, "compression_ratio": 1.9967845659163987, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 235.12, "end": 235.48, "word": "طيب", "probability": 0.9488932291666666}, {"start": 235.48, "end": 236.32, "word": " فهذا", "probability": 0.8014322916666666}, {"start": 236.32, "end": 236.7, "word": " المفروض", "probability": 0.99609375}, {"start": 236.7, "end": 237.0, "word": " أنه", "probability": 0.7216796875}, {"start": 237.0, "end": 237.5, "word": " يأثر", "probability": 0.8961588541666666}, {"start": 237.5, "end": 237.88, "word": " بشكل", "probability": 0.98974609375}, {"start": 237.88, "end": 238.16, "word": " كبير", "probability": 0.99267578125}, {"start": 238.16, "end": 238.32, "word": " على", "probability": 0.8505859375}, {"start": 238.32, "end": 238.42, "word": " ال", "probability": 0.97265625}, {"start": 238.42, "end": 239.02, "word": " performance", "probability": 0.9287109375}, {"start": 239.02, "end": 239.3, "word": " ل", "probability": 0.76123046875}, {"start": 239.3, "end": 239.46, "word": " ال", "probability": 0.72021484375}, {"start": 239.46, "end": 239.84, "word": " intelligence", "probability": 0.49609375}, {"start": 239.84, "end": 240.48, "word": " systems", "probability": 0.88427734375}, {"start": 240.48, "end": 241.4, "word": " over", "probability": 0.86376953125}, {"start": 241.4, "end": 241.84, "word": " time", "probability": 0.90869140625}, {"start": 241.84, "end": 242.54, "word": " بمعنى", "probability": 0.9322265625}, {"start": 242.54, "end": 243.36, "word": " بالاستمرار", "probability": 0.90234375}, {"start": 243.36, "end": 243.76, "word": " المفروض", "probability": 0.9891357421875}, {"start": 243.76, "end": 243.92, "word": " أنه", "probability": 0.833251953125}, {"start": 243.92, "end": 244.3, "word": " يطور", "probability": 0.77685546875}, {"start": 244.3, "end": 244.92, "word": " نفسه،", "probability": 0.84521484375}, {"start": 244.92, "end": 245.16, "word": " يطور", "probability": 0.92578125}, {"start": 245.16, "end": 245.44, "word": " نفسه", "probability": 0.9908854166666666}, {"start": 245.44, "end": 245.7, "word": " بناء", "probability": 0.974853515625}, {"start": 245.7, "end": 245.92, "word": " على", "probability": 0.466064453125}, {"start": 245.92, "end": 246.18, "word": " إيش،", "probability": 0.80279541015625}, {"start": 246.18, "end": 246.38, "word": " بناء", "probability": 0.97998046875}, {"start": 246.38, "end": 246.56, "word": " على", "probability": 0.87451171875}, {"start": 246.56, "end": 246.68, "word": " ال", "probability": 0.96435546875}, {"start": 246.68, "end": 247.04, "word": " inputs", "probability": 0.69189453125}, {"start": 247.04, "end": 247.62, "word": " اللي", "probability": 0.935546875}, {"start": 247.62, "end": 247.76, "word": " كل", "probability": 0.96533203125}, {"start": 247.76, "end": 247.96, "word": " مرة", "probability": 0.989990234375}, {"start": 247.96, "end": 248.42, "word": " بدخله", "probability": 0.91015625}, {"start": 248.42, "end": 248.84, "word": " إياها", "probability": 0.91552734375}, {"start": 248.84, "end": 249.2, "word": " و", "probability": 0.76220703125}, {"start": 249.2, "end": 249.52, "word": " بعمل", "probability": 0.8546549479166666}, {"start": 249.52, "end": 249.72, "word": " لها", "probability": 0.750732421875}, {"start": 249.72, "end": 250.18, "word": " قرار", "probability": 0.9943033854166666}, {"start": 250.18, "end": 250.7, "word": " ثم", "probability": 0.844970703125}, {"start": 250.7, "end": 251.22, "word": " بضيفها", "probability": 0.943115234375}, {"start": 251.22, "end": 252.6, "word": " لعملية", "probability": 0.824462890625}, {"start": 252.6, "end": 253.16, "word": " التعلم", "probability": 0.94091796875}, {"start": 253.16, "end": 253.54, "word": " اللي", "probability": 0.98046875}, {"start": 253.54, "end": 254.08, "word": " اتعلمها،", "probability": 0.89306640625}, {"start": 254.08, "end": 254.32, "word": " بمعنى", "probability": 0.97919921875}, {"start": 254.32, "end": 254.48, "word": " أنه", "probability": 0.81640625}, {"start": 254.48, "end": 254.68, "word": " ممكن", "probability": 0.968017578125}, {"start": 254.68, "end": 255.08, "word": " أضيفها", "probability": 0.85577392578125}, {"start": 255.08, "end": 255.4, "word": " لقواعد", "probability": 0.9720458984375}, {"start": 255.4, "end": 255.8, "word": " البيانات", "probability": 0.90380859375}, {"start": 255.8, "end": 255.92, "word": " اللي", "probability": 0.9921875}, {"start": 255.92, "end": 256.28, "word": " بتعلم", "probability": 0.9122721354166666}, {"start": 256.28, "end": 256.9, "word": " منها،", "probability": 0.8556315104166666}, {"start": 256.9, "end": 257.5, "word": " فأصبحت", "probability": 0.88642578125}, {"start": 257.5, "end": 258.42, "word": " بزود", "probability": 0.8790690104166666}, {"start": 258.42, "end": 258.74, "word": " ال", "probability": 0.96240234375}, {"start": 258.74, "end": 259.24, "word": " experience", "probability": 0.966796875}, {"start": 259.24, "end": 259.72, "word": " تبعته", "probability": 0.876708984375}, {"start": 259.72, "end": 260.12, "word": " كأنها", "probability": 0.83935546875}, {"start": 260.12, "end": 260.46, "word": " بتزيد", "probability": 0.9225260416666666}, {"start": 260.46, "end": 260.74, "word": " فعلا", "probability": 0.9109700520833334}, {"start": 260.74, "end": 260.84, "word": " ال", "probability": 0.9619140625}, {"start": 260.84, "end": 261.3, "word": " experience", "probability": 0.96435546875}, {"start": 261.3, "end": 261.92, "word": " تبعته", "probability": 0.977294921875}], "temperature": 1.0}, {"id": 12, "seek": 28956, "start": 262.68, "end": 289.56, "text": "أكثر ال tools زي ما قلنا اللي مستخدمة هي ال neural networks و ال genetic algorithm في هذا الموضوع و هذا هيكون موضوعنا ان شاء الله تعالى فبكل بساطة ال neural network بنقدر نعرفه على أساس ان هي model ل ال reasoning based on the human brain بمعنى ان انا بعمل فيه محاكاة لدماغ الإنسان و هنشوف كيف هذا الكلام بيتم طبعا عشان نتكلم عن هذا الموضوع لابد أكون عارف هو ال brain أساسا كيف بيفكر عشان نقدر نعمله عملية ال modeling أو عملية المحاكاة", "tokens": [10721, 4117, 49115, 2423, 3873, 30767, 1829, 19446, 12174, 1211, 8315, 13672, 1829, 3714, 14851, 9778, 40448, 3660, 39896, 2423, 18161, 9590, 4032, 2423, 12462, 9284, 8978, 23758, 9673, 2407, 11242, 45367, 4032, 23758, 39896, 30544, 3714, 2407, 11242, 45367, 8315, 16472, 13412, 16606, 21984, 37279, 6027, 7578, 6156, 3555, 28820, 4724, 3794, 41193, 3660, 2423, 18161, 3209, 44945, 28543, 2288, 8717, 3615, 28480, 3224, 15844, 5551, 3794, 32277, 16472, 39896, 2316, 5296, 2423, 21577, 2361, 322, 264, 1952, 3567, 4724, 2304, 3615, 1863, 7578, 16472, 1975, 8315, 4724, 25957, 1211, 8978, 3224, 3714, 5016, 995, 4117, 995, 3660, 5296, 40448, 5718, 118, 33688, 1863, 3794, 7649, 4032, 8032, 1863, 8592, 38688, 9122, 33911, 23758, 2423, 28820, 10943, 4724, 36081, 2304, 23032, 3555, 3615, 995, 6225, 8592, 7649, 8717, 2655, 4117, 19528, 18871, 23758, 9673, 2407, 11242, 45367, 5296, 16758, 3215, 5551, 30544, 6225, 9640, 5172, 31439, 2423, 3567, 5551, 3794, 32277, 995, 9122, 33911, 4724, 33911, 37983, 6225, 8592, 7649, 8717, 28543, 2288, 8717, 25957, 43761, 6225, 42213, 10632, 2423, 15983, 34051, 6225, 42213, 10632, 9673, 5016, 995, 4117, 995, 3660], "avg_logprob": -0.13234289291777898, "compression_ratio": 1.9463276836158192, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 262.68, "end": 263.24, "word": "أكثر", "probability": 0.91796875}, {"start": 263.24, "end": 263.8, "word": " ال", "probability": 0.9375}, {"start": 263.8, "end": 264.22, "word": " tools", "probability": 0.85302734375}, {"start": 264.22, "end": 264.4, "word": " زي", "probability": 0.8388671875}, {"start": 264.4, "end": 264.48, "word": " ما", "probability": 0.9609375}, {"start": 264.48, "end": 264.68, "word": " قلنا", "probability": 0.9013671875}, {"start": 264.68, "end": 264.8, "word": " اللي", "probability": 0.7099609375}, {"start": 264.8, "end": 265.22, "word": " مستخدمة", "probability": 0.89560546875}, {"start": 265.22, "end": 265.34, "word": " هي", "probability": 0.927734375}, {"start": 265.34, "end": 265.46, "word": " ال", "probability": 0.787109375}, {"start": 265.46, "end": 265.68, "word": " neural", "probability": 0.90771484375}, {"start": 265.68, "end": 266.14, "word": " networks", "probability": 0.8642578125}, {"start": 266.14, "end": 266.5, "word": " و", "probability": 0.5458984375}, {"start": 266.5, "end": 266.58, "word": " ال", "probability": 0.97265625}, {"start": 266.58, "end": 266.86, "word": " genetic", "probability": 0.93994140625}, {"start": 266.86, "end": 267.32, "word": " algorithm", "probability": 0.94140625}, {"start": 267.32, "end": 267.52, "word": " في", "probability": 0.94287109375}, {"start": 267.52, "end": 267.8, "word": " هذا", "probability": 0.97216796875}, {"start": 267.8, "end": 268.56, "word": " الموضوع", "probability": 0.99755859375}, {"start": 268.56, "end": 268.64, "word": " و", "probability": 0.517578125}, {"start": 268.64, "end": 268.8, "word": " هذا", "probability": 0.908203125}, {"start": 268.8, "end": 269.5, "word": " هيكون", "probability": 0.6258544921875}, {"start": 269.5, "end": 269.96, "word": " موضوعنا", "probability": 0.9794921875}, {"start": 269.96, "end": 270.1, "word": " ان", "probability": 0.7685546875}, {"start": 270.1, "end": 270.26, "word": " شاء", "probability": 0.98583984375}, {"start": 270.26, "end": 270.32, "word": " الله", "probability": 0.94140625}, {"start": 270.32, "end": 270.66, "word": " تعالى", "probability": 0.9786783854166666}, {"start": 270.66, "end": 271.74, "word": " فبكل", "probability": 0.865234375}, {"start": 271.74, "end": 272.06, "word": " بساطة", "probability": 0.97265625}, {"start": 272.06, "end": 272.16, "word": " ال", "probability": 0.7626953125}, {"start": 272.16, "end": 272.28, "word": " neural", "probability": 0.966796875}, {"start": 272.28, "end": 272.62, "word": " network", "probability": 0.95947265625}, {"start": 272.62, "end": 272.96, "word": " بنقدر", "probability": 0.7869466145833334}, {"start": 272.96, "end": 273.38, "word": " نعرفه", "probability": 0.8505859375}, {"start": 273.38, "end": 273.46, "word": " على", "probability": 0.87060546875}, {"start": 273.46, "end": 273.62, "word": " أساس", "probability": 0.9168294270833334}, {"start": 273.62, "end": 273.72, "word": " ان", "probability": 0.44873046875}, {"start": 273.72, "end": 273.86, "word": " هي", "probability": 0.689453125}, {"start": 273.86, "end": 274.14, "word": " model", "probability": 0.46240234375}, {"start": 274.14, "end": 274.34, "word": " ل", "probability": 0.61572265625}, {"start": 274.34, "end": 274.72, "word": " ال", "probability": 0.20556640625}, {"start": 274.72, "end": 275.08, "word": " reasoning", "probability": 0.98681640625}, {"start": 275.08, "end": 275.42, "word": " based", "probability": 0.9521484375}, {"start": 275.42, "end": 275.68, "word": " on", "probability": 0.951171875}, {"start": 275.68, "end": 276.1, "word": " the", "probability": 0.8125}, {"start": 276.1, "end": 276.48, "word": " human", "probability": 0.9306640625}, {"start": 276.48, "end": 277.12, "word": " brain", "probability": 0.90771484375}, {"start": 277.12, "end": 277.6, "word": " بمعنى", "probability": 0.9578125}, {"start": 277.6, "end": 277.72, "word": " ان", "probability": 0.5380859375}, {"start": 277.72, "end": 277.82, "word": " انا", "probability": 0.826416015625}, {"start": 277.82, "end": 278.1, "word": " بعمل", "probability": 0.9811197916666666}, {"start": 278.1, "end": 278.28, "word": " فيه", "probability": 0.948974609375}, {"start": 278.28, "end": 279.0, "word": " محاكاة", "probability": 0.9178873697916666}, {"start": 279.0, "end": 279.54, "word": " لدماغ", "probability": 0.9642333984375}, {"start": 279.54, "end": 280.06, "word": " الإنسان", "probability": 0.980712890625}, {"start": 280.06, "end": 280.14, "word": " و", "probability": 0.93115234375}, {"start": 280.14, "end": 280.44, "word": " هنشوف", "probability": 0.943359375}, {"start": 280.44, "end": 280.72, "word": " كيف", "probability": 0.97998046875}, {"start": 280.72, "end": 281.22, "word": " هذا", "probability": 0.93896484375}, {"start": 281.22, "end": 281.5, "word": " الكلام", "probability": 0.9583333333333334}, {"start": 281.5, "end": 281.8, "word": " بيتم", "probability": 0.59619140625}, {"start": 281.8, "end": 282.04, "word": " طبعا", "probability": 0.96875}, {"start": 282.04, "end": 282.32, "word": " عشان", "probability": 0.98681640625}, {"start": 282.32, "end": 282.98, "word": " نتكلم", "probability": 0.9927978515625}, {"start": 282.98, "end": 283.12, "word": " عن", "probability": 0.95947265625}, {"start": 283.12, "end": 283.28, "word": " هذا", "probability": 0.97998046875}, {"start": 283.28, "end": 283.58, "word": " الموضوع", "probability": 0.998291015625}, {"start": 283.58, "end": 284.14, "word": " لابد", "probability": 0.94873046875}, {"start": 284.14, "end": 284.62, "word": " أكون", "probability": 0.86572265625}, {"start": 284.62, "end": 284.92, "word": " عارف", "probability": 0.97509765625}, {"start": 284.92, "end": 285.02, "word": " هو", "probability": 0.309814453125}, {"start": 285.02, "end": 285.12, "word": " ال", "probability": 0.91845703125}, {"start": 285.12, "end": 285.32, "word": " brain", "probability": 0.9658203125}, {"start": 285.32, "end": 285.76, "word": " أساسا", "probability": 0.949462890625}, {"start": 285.76, "end": 285.92, "word": " كيف", "probability": 0.966796875}, {"start": 285.92, "end": 286.66, "word": " بيفكر", "probability": 0.92919921875}, {"start": 286.66, "end": 287.16, "word": " عشان", "probability": 0.9817708333333334}, {"start": 287.16, "end": 287.44, "word": " نقدر", "probability": 0.9939778645833334}, {"start": 287.44, "end": 287.7, "word": " نعمله", "probability": 0.830078125}, {"start": 287.7, "end": 287.98, "word": " عملية", "probability": 0.95361328125}, {"start": 287.98, "end": 288.1, "word": " ال", "probability": 0.548828125}, {"start": 288.1, "end": 288.36, "word": " modeling", "probability": 0.779296875}, {"start": 288.36, "end": 288.58, "word": " أو", "probability": 0.537109375}, {"start": 288.58, "end": 288.88, "word": " عملية", "probability": 0.9368489583333334}, {"start": 288.88, "end": 289.56, "word": " المحاكاة", "probability": 0.9549153645833334}], "temperature": 1.0}, {"id": 13, "seek": 31994, "start": 290.28, "end": 319.94, "text": "فال brain بيحتوي على interconnected set of nerve cells بمعنى بيحتوي على كمية و densely بشكل كثيف مكثفة بشكل كبير فبيحتوي على interconnection تواصيل بين الخلايا العصبية الداخلية في ال brain وبشكل كبير بمعنى أن الخلايا العصبية ممكن تكون متصلة مع مئات بل ملايين الخلايا الأخرى ك input أو ك output فتعطيهم و تاخد منهم", "tokens": [5172, 6027, 3567, 4724, 1829, 33753, 45865, 15844, 36611, 992, 295, 16355, 5438, 4724, 2304, 3615, 1863, 7578, 4724, 1829, 33753, 45865, 15844, 9122, 2304, 10632, 4032, 24505, 736, 4724, 8592, 28820, 9122, 12984, 33911, 3714, 4117, 12984, 5172, 3660, 4724, 8592, 28820, 9122, 3555, 13546, 6156, 21292, 33753, 45865, 15844, 26253, 313, 33427, 33546, 26895, 49374, 33962, 15040, 25528, 18863, 9381, 3555, 10632, 32748, 47283, 1211, 10632, 8978, 2423, 3567, 46599, 8592, 28820, 9122, 3555, 13546, 4724, 2304, 3615, 1863, 7578, 14739, 33962, 15040, 25528, 18863, 9381, 3555, 10632, 3714, 43020, 6055, 30544, 44650, 36520, 3660, 20449, 3714, 19986, 9307, 4724, 1211, 3714, 15040, 1829, 9957, 33962, 15040, 25528, 16247, 34740, 7578, 9122, 4846, 34051, 9122, 5598, 6156, 2655, 3615, 9566, 1829, 16095, 4032, 6055, 47283, 3215, 9154, 16095], "avg_logprob": -0.11784350997164049, "compression_ratio": 2.0, "no_speech_prob": 0.0022754669189453125, "words": [{"start": 290.28, "end": 290.94, "word": "فال", "probability": 0.673095703125}, {"start": 290.94, "end": 291.12, "word": " brain", "probability": 0.253173828125}, {"start": 291.12, "end": 291.58, "word": " بيحتوي", "probability": 0.9432373046875}, {"start": 291.58, "end": 291.86, "word": " على", "probability": 0.85302734375}, {"start": 291.86, "end": 292.56, "word": " interconnected", "probability": 0.5205078125}, {"start": 292.56, "end": 293.5, "word": " set", "probability": 0.9091796875}, {"start": 293.5, "end": 293.82, "word": " of", "probability": 0.9619140625}, {"start": 293.82, "end": 294.42, "word": " nerve", "probability": 0.93603515625}, {"start": 294.42, "end": 295.06, "word": " cells", "probability": 0.8994140625}, {"start": 295.06, "end": 295.56, "word": " بمعنى", "probability": 0.92744140625}, {"start": 295.56, "end": 296.02, "word": " بيحتوي", "probability": 0.97900390625}, {"start": 296.02, "end": 296.28, "word": " على", "probability": 0.89208984375}, {"start": 296.28, "end": 297.1, "word": " كمية", "probability": 0.99462890625}, {"start": 297.1, "end": 297.42, "word": " و", "probability": 0.7724609375}, {"start": 297.42, "end": 297.94, "word": " densely", "probability": 0.77001953125}, {"start": 297.94, "end": 298.52, "word": " بشكل", "probability": 0.92431640625}, {"start": 298.52, "end": 299.76, "word": " كثيف", "probability": 0.9801432291666666}, {"start": 299.76, "end": 300.66, "word": " مكثفة", "probability": 0.9138671875}, {"start": 300.66, "end": 300.98, "word": " بشكل", "probability": 0.994140625}, {"start": 300.98, "end": 301.4, "word": " كبير", "probability": 0.9967447916666666}, {"start": 301.4, "end": 302.34, "word": " فبيحتوي", "probability": 0.8916015625}, {"start": 302.34, "end": 302.62, "word": " على", "probability": 0.88330078125}, {"start": 302.62, "end": 304.08, "word": " interconnection", "probability": 0.812255859375}, {"start": 304.08, "end": 304.92, "word": " تواصيل", "probability": 0.7115885416666666}, {"start": 304.92, "end": 305.28, "word": " بين", "probability": 0.98583984375}, {"start": 305.28, "end": 305.8, "word": " الخلايا", "probability": 0.97119140625}, {"start": 305.8, "end": 306.44, "word": " العصبية", "probability": 0.9234619140625}, {"start": 306.44, "end": 307.3, "word": " الداخلية", "probability": 0.9915771484375}, {"start": 307.3, "end": 307.42, "word": " في", "probability": 0.85400390625}, {"start": 307.42, "end": 307.5, "word": " ال", "probability": 0.97607421875}, {"start": 307.5, "end": 307.78, "word": " brain", "probability": 0.9677734375}, {"start": 307.78, "end": 309.0, "word": " وبشكل", "probability": 0.8580729166666666}, {"start": 309.0, "end": 309.36, "word": " كبير", "probability": 0.99755859375}, {"start": 309.36, "end": 309.68, "word": " بمعنى", "probability": 0.95654296875}, {"start": 309.68, "end": 309.82, "word": " أن", "probability": 0.436279296875}, {"start": 309.82, "end": 310.12, "word": " الخلايا", "probability": 0.9319661458333334}, {"start": 310.12, "end": 310.66, "word": " العصبية", "probability": 0.988037109375}, {"start": 310.66, "end": 311.14, "word": " ممكن", "probability": 0.9892578125}, {"start": 311.14, "end": 311.54, "word": " تكون", "probability": 0.991455078125}, {"start": 311.54, "end": 312.68, "word": " متصلة", "probability": 0.9244791666666666}, {"start": 312.68, "end": 312.96, "word": " مع", "probability": 0.94775390625}, {"start": 312.96, "end": 313.78, "word": " مئات", "probability": 0.9440104166666666}, {"start": 313.78, "end": 313.98, "word": " بل", "probability": 0.816650390625}, {"start": 313.98, "end": 314.5, "word": " ملايين", "probability": 0.98095703125}, {"start": 314.5, "end": 314.98, "word": " الخلايا", "probability": 0.9830729166666666}, {"start": 314.98, "end": 315.78, "word": " الأخرى", "probability": 0.982421875}, {"start": 315.78, "end": 316.38, "word": " ك", "probability": 0.91357421875}, {"start": 316.38, "end": 316.64, "word": " input", "probability": 0.92236328125}, {"start": 316.64, "end": 316.88, "word": " أو", "probability": 0.70361328125}, {"start": 316.88, "end": 317.18, "word": " ك", "probability": 0.91845703125}, {"start": 317.18, "end": 317.46, "word": " output", "probability": 0.97509765625}, {"start": 317.46, "end": 318.6, "word": " فتعطيهم", "probability": 0.88232421875}, {"start": 318.6, "end": 318.8, "word": " و", "probability": 0.6484375}, {"start": 318.8, "end": 319.22, "word": " تاخد", "probability": 0.7848307291666666}, {"start": 319.22, "end": 319.94, "word": " منهم", "probability": 0.987548828125}], "temperature": 1.0}, {"id": 14, "seek": 34549, "start": 320.37, "end": 345.49, "text": "إشارات وممكن نسميها basic information processing units بمعنى هذه هي الوحدات الأساسية لمعالجة المعلومات في ال brain اللي هي ال neuron أو الخلية العصبية و اللي بيسموها باللغة العربية العصبون فبنسميها neurons طيب ال human brain الحقيقة بتقلب تقريبا يعني هي average هذه في النهاية ممكن تكون أكتر ممكن تكون أقل", "tokens": [28814, 8592, 9640, 9307, 4032, 2304, 43020, 8717, 38251, 1829, 11296, 3875, 1589, 9007, 6815, 4724, 2304, 3615, 1863, 7578, 29538, 39896, 2423, 2407, 24401, 9307, 16247, 3794, 32277, 10632, 32767, 3615, 6027, 7435, 3660, 9673, 30241, 20498, 9307, 8978, 2423, 3567, 13672, 1829, 39896, 2423, 34090, 34051, 33962, 1211, 10632, 18863, 9381, 3555, 10632, 4032, 13672, 1829, 4724, 1829, 38251, 2407, 11296, 20666, 1211, 17082, 3660, 18863, 25513, 10632, 18863, 9381, 3555, 11536, 6156, 3555, 1863, 38251, 1829, 11296, 22027, 23032, 1829, 3555, 2423, 1952, 3567, 21542, 38436, 28671, 39894, 4587, 46152, 6055, 4587, 16572, 3555, 995, 37495, 22653, 39896, 4274, 29538, 8978, 28239, 11296, 10632, 3714, 43020, 6055, 30544, 5551, 4117, 2655, 2288, 3714, 43020, 6055, 30544, 5551, 4587, 1211], "avg_logprob": -0.13033536197693368, "compression_ratio": 1.8432835820895523, "no_speech_prob": 2.086162567138672e-06, "words": [{"start": 320.37, "end": 321.33, "word": "إشارات", "probability": 0.910888671875}, {"start": 321.33, "end": 322.11, "word": " وممكن", "probability": 0.7285970052083334}, {"start": 322.11, "end": 322.83, "word": " نسميها", "probability": 0.929931640625}, {"start": 322.83, "end": 323.95, "word": " basic", "probability": 0.416015625}, {"start": 323.95, "end": 324.59, "word": " information", "probability": 0.88037109375}, {"start": 324.59, "end": 325.23, "word": " processing", "probability": 0.96435546875}, {"start": 325.23, "end": 325.75, "word": " units", "probability": 0.90673828125}, {"start": 325.75, "end": 326.35, "word": " بمعنى", "probability": 0.94287109375}, {"start": 326.35, "end": 326.59, "word": " هذه", "probability": 0.66455078125}, {"start": 326.59, "end": 326.75, "word": " هي", "probability": 0.379150390625}, {"start": 326.75, "end": 327.13, "word": " الوحدات", "probability": 0.96923828125}, {"start": 327.13, "end": 327.99, "word": " الأساسية", "probability": 0.98486328125}, {"start": 327.99, "end": 329.51, "word": " لمعالجة", "probability": 0.9693359375}, {"start": 329.51, "end": 330.11, "word": " المعلومات", "probability": 0.9918212890625}, {"start": 330.11, "end": 330.23, "word": " في", "probability": 0.9267578125}, {"start": 330.23, "end": 330.31, "word": " ال", "probability": 0.95458984375}, {"start": 330.31, "end": 330.59, "word": " brain", "probability": 0.740234375}, {"start": 330.59, "end": 331.01, "word": " اللي", "probability": 0.935791015625}, {"start": 331.01, "end": 331.31, "word": " هي", "probability": 0.9404296875}, {"start": 331.31, "end": 332.03, "word": " ال", "probability": 0.93603515625}, {"start": 332.03, "end": 332.47, "word": " neuron", "probability": 0.90576171875}, {"start": 332.47, "end": 332.83, "word": " أو", "probability": 0.76025390625}, {"start": 332.83, "end": 333.33, "word": " الخلية", "probability": 0.9583333333333334}, {"start": 333.33, "end": 333.89, "word": " العصبية", "probability": 0.9842529296875}, {"start": 333.89, "end": 333.99, "word": " و", "probability": 0.446044921875}, {"start": 333.99, "end": 334.07, "word": " اللي", "probability": 0.92724609375}, {"start": 334.07, "end": 334.39, "word": " بيسموها", "probability": 0.89248046875}, {"start": 334.39, "end": 334.61, "word": " باللغة", "probability": 0.8681640625}, {"start": 334.61, "end": 334.91, "word": " العربية", "probability": 0.9557291666666666}, {"start": 334.91, "end": 335.59, "word": " العصبون", "probability": 0.9180908203125}, {"start": 335.59, "end": 337.19, "word": " فبنسميها", "probability": 0.8323160807291666}, {"start": 337.19, "end": 337.75, "word": " neurons", "probability": 0.96484375}, {"start": 337.75, "end": 338.51, "word": " طيب", "probability": 0.83251953125}, {"start": 338.51, "end": 338.75, "word": " ال", "probability": 0.9697265625}, {"start": 338.75, "end": 339.53, "word": " human", "probability": 0.94384765625}, {"start": 339.53, "end": 340.01, "word": " brain", "probability": 0.92626953125}, {"start": 340.01, "end": 340.73, "word": " الحقيقة", "probability": 0.97705078125}, {"start": 340.73, "end": 341.47, "word": " بتقلب", "probability": 0.6088053385416666}, {"start": 341.47, "end": 342.29, "word": " تقريبا", "probability": 0.99013671875}, {"start": 342.29, "end": 342.77, "word": " يعني", "probability": 0.8740234375}, {"start": 342.77, "end": 342.93, "word": " هي", "probability": 0.7724609375}, {"start": 342.93, "end": 343.29, "word": " average", "probability": 0.83349609375}, {"start": 343.29, "end": 343.55, "word": " هذه", "probability": 0.671875}, {"start": 343.55, "end": 343.67, "word": " في", "probability": 0.88623046875}, {"start": 343.67, "end": 344.07, "word": " النهاية", "probability": 0.9462890625}, {"start": 344.07, "end": 344.35, "word": " ممكن", "probability": 0.964111328125}, {"start": 344.35, "end": 344.59, "word": " تكون", "probability": 0.986083984375}, {"start": 344.59, "end": 344.81, "word": " أكتر", "probability": 0.960205078125}, {"start": 344.81, "end": 344.99, "word": " ممكن", "probability": 0.7117919921875}, {"start": 344.99, "end": 345.21, "word": " تكون", "probability": 0.983154296875}, {"start": 345.21, "end": 345.49, "word": " أقل", "probability": 0.9816080729166666}], "temperature": 1.0}, {"id": 15, "seek": 35955, "start": 345.73, "end": 359.55, "text": "حسب طبيعة البيئة اللي الواحد عايش فيها، حسب طبيعة الحياة نفسها، هل هي حياة Complex ولا حياة بسيطة، حسب المكان اللي الواحد عايش فيه، لكن متوسط عشرة billion neurons داخل إدماغ الإنسان", "tokens": [5016, 35457, 23032, 21292, 27884, 2423, 21292, 19986, 3660, 13672, 1829, 2423, 14407, 24401, 6225, 47302, 8592, 8978, 11296, 12399, 11331, 35457, 23032, 21292, 27884, 21542, 25528, 3660, 8717, 36178, 11296, 12399, 8032, 1211, 39896, 11331, 25528, 3660, 41184, 49429, 11331, 25528, 3660, 4724, 3794, 1829, 9566, 3660, 12399, 11331, 35457, 9673, 41361, 13672, 1829, 2423, 14407, 24401, 6225, 47302, 8592, 8978, 3224, 12399, 44381, 44650, 41779, 9566, 6225, 8592, 25720, 5218, 22027, 11778, 47283, 1211, 11933, 40448, 5718, 118, 33688, 1863, 3794, 7649], "avg_logprob": -0.12132353046361138, "compression_ratio": 1.7613636363636365, "no_speech_prob": 1.4901161193847656e-06, "words": [{"start": 345.73, "end": 346.19, "word": "حسب", "probability": 0.928955078125}, {"start": 346.19, "end": 346.53, "word": " طبيعة", "probability": 0.9586588541666666}, {"start": 346.53, "end": 346.87, "word": " البيئة", "probability": 0.9547119140625}, {"start": 346.87, "end": 346.97, "word": " اللي", "probability": 0.719482421875}, {"start": 346.97, "end": 347.21, "word": " الواحد", "probability": 0.8946940104166666}, {"start": 347.21, "end": 347.45, "word": " عايش", "probability": 0.9786783854166666}, {"start": 347.45, "end": 347.75, "word": " فيها،", "probability": 0.7826334635416666}, {"start": 347.75, "end": 347.93, "word": " حسب", "probability": 0.964111328125}, {"start": 347.93, "end": 348.35, "word": " طبيعة", "probability": 0.9640299479166666}, {"start": 348.35, "end": 349.25, "word": " الحياة", "probability": 0.9871419270833334}, {"start": 349.25, "end": 349.69, "word": " نفسها،", "probability": 0.9290771484375}, {"start": 349.69, "end": 349.75, "word": " هل", "probability": 0.76318359375}, {"start": 349.75, "end": 349.93, "word": " هي", "probability": 0.9755859375}, {"start": 349.93, "end": 350.95, "word": " حياة", "probability": 0.9812825520833334}, {"start": 350.95, "end": 351.43, "word": " Complex", "probability": 0.5498046875}, {"start": 351.43, "end": 351.69, "word": " ولا", "probability": 0.666015625}, {"start": 351.69, "end": 352.25, "word": " حياة", "probability": 0.97802734375}, {"start": 352.25, "end": 353.27, "word": " بسيطة،", "probability": 0.9584147135416666}, {"start": 353.27, "end": 353.81, "word": " حسب", "probability": 0.984130859375}, {"start": 353.81, "end": 354.29, "word": " المكان", "probability": 0.99267578125}, {"start": 354.29, "end": 354.41, "word": " اللي", "probability": 0.9873046875}, {"start": 354.41, "end": 354.65, "word": " الواحد", "probability": 0.96533203125}, {"start": 354.65, "end": 354.91, "word": " عايش", "probability": 0.9890950520833334}, {"start": 354.91, "end": 355.43, "word": " فيه،", "probability": 0.9205729166666666}, {"start": 355.43, "end": 355.61, "word": " لكن", "probability": 0.9755859375}, {"start": 355.61, "end": 356.23, "word": " متوسط", "probability": 0.966796875}, {"start": 356.23, "end": 356.69, "word": " عشرة", "probability": 0.7698567708333334}, {"start": 356.69, "end": 357.07, "word": " billion", "probability": 0.326904296875}, {"start": 357.07, "end": 357.77, "word": " neurons", "probability": 0.91650390625}, {"start": 357.77, "end": 358.61, "word": " داخل", "probability": 0.9529622395833334}, {"start": 358.61, "end": 358.97, "word": " إدماغ", "probability": 0.7967529296875}, {"start": 358.97, "end": 359.55, "word": " الإنسان", "probability": 0.86834716796875}], "temperature": 1.0}, {"id": 16, "seek": 37846, "start": 360.94, "end": 378.46, "text": "ستين تريليون connections بمعنى أن هذه المجموعة الخلايا أو ال neurons بتتصل مع بعضها بحوالي ستين تريليون connection أو اتصال عصبي نسميها Synapses Synapses اللي هو مشابك عصبية بمعنى مشابك عصبية بين هذه ال neurons", "tokens": [14851, 9957, 6055, 16572, 20292, 11536, 9271, 4724, 2304, 3615, 1863, 7578, 14739, 29538, 9673, 7435, 2304, 2407, 27884, 33962, 15040, 25528, 34051, 2423, 22027, 39894, 2655, 36520, 20449, 45030, 11242, 11296, 4724, 5016, 2407, 6027, 1829, 8608, 2655, 9957, 6055, 16572, 20292, 11536, 4984, 34051, 1975, 2655, 9381, 6027, 6225, 9381, 21292, 8717, 38251, 1829, 11296, 26155, 2382, 279, 26155, 2382, 279, 13672, 1829, 31439, 37893, 16758, 4117, 6225, 9381, 3555, 10632, 4724, 2304, 3615, 1863, 7578, 37893, 16758, 4117, 6225, 9381, 3555, 10632, 49374, 29538, 2423, 22027], "avg_logprob": -0.16458333830038707, "compression_ratio": 1.850828729281768, "no_speech_prob": 5.4836273193359375e-06, "words": [{"start": 360.94, "end": 361.54, "word": "ستين", "probability": 0.5325927734375}, {"start": 361.54, "end": 362.2, "word": " تريليون", "probability": 0.900390625}, {"start": 362.2, "end": 362.84, "word": " connections", "probability": 0.734375}, {"start": 362.84, "end": 363.58, "word": " بمعنى", "probability": 0.92109375}, {"start": 363.58, "end": 363.74, "word": " أن", "probability": 0.319580078125}, {"start": 363.74, "end": 364.08, "word": " هذه", "probability": 0.451171875}, {"start": 364.08, "end": 365.14, "word": " المجموعة", "probability": 0.92412109375}, {"start": 365.14, "end": 365.62, "word": " الخلايا", "probability": 0.9051106770833334}, {"start": 365.62, "end": 365.74, "word": " أو", "probability": 0.87939453125}, {"start": 365.74, "end": 365.84, "word": " ال", "probability": 0.83740234375}, {"start": 365.84, "end": 366.2, "word": " neurons", "probability": 0.40234375}, {"start": 366.2, "end": 366.74, "word": " بتتصل", "probability": 0.9210611979166666}, {"start": 366.74, "end": 366.9, "word": " مع", "probability": 0.99462890625}, {"start": 366.9, "end": 367.36, "word": " بعضها", "probability": 0.9982096354166666}, {"start": 367.36, "end": 368.08, "word": " بحوالي", "probability": 0.9291015625}, {"start": 368.08, "end": 368.42, "word": " ستين", "probability": 0.9659830729166666}, {"start": 368.42, "end": 368.96, "word": " تريليون", "probability": 0.9871826171875}, {"start": 368.96, "end": 370.28, "word": " connection", "probability": 0.63623046875}, {"start": 370.28, "end": 370.76, "word": " أو", "probability": 0.6748046875}, {"start": 370.76, "end": 371.54, "word": " اتصال", "probability": 0.9815673828125}, {"start": 371.54, "end": 371.92, "word": " عصبي", "probability": 0.9736328125}, {"start": 371.92, "end": 372.42, "word": " نسميها", "probability": 0.768890380859375}, {"start": 372.42, "end": 373.22, "word": " Synapses", "probability": 0.6734619140625}, {"start": 373.22, "end": 374.04, "word": " Synapses", "probability": 0.7767740885416666}, {"start": 374.04, "end": 374.18, "word": " اللي", "probability": 0.961181640625}, {"start": 374.18, "end": 374.44, "word": " هو", "probability": 0.97509765625}, {"start": 374.44, "end": 375.18, "word": " مشابك", "probability": 0.9376627604166666}, {"start": 375.18, "end": 375.72, "word": " عصبية", "probability": 0.9775390625}, {"start": 375.72, "end": 376.22, "word": " بمعنى", "probability": 0.93828125}, {"start": 376.22, "end": 376.76, "word": " مشابك", "probability": 0.9830729166666666}, {"start": 376.76, "end": 377.3, "word": " عصبية", "probability": 0.9844970703125}, {"start": 377.3, "end": 377.82, "word": " بين", "probability": 0.98486328125}, {"start": 377.82, "end": 378.04, "word": " هذه", "probability": 0.9560546875}, {"start": 378.04, "end": 378.18, "word": " ال", "probability": 0.9462890625}, {"start": 378.18, "end": 378.46, "word": " neurons", "probability": 0.98974609375}], "temperature": 1.0}, {"id": 17, "seek": 39949, "start": 379.37, "end": 399.49, "text": "طيب و كل هالحقيقة بنستخدم multiple neurons simultaneously بمعنى انه مش بدروري انه من واحدة لتانية لأ ممكن واحدة لمئات ال neurons الأخرى و كل واحدة بتعطي لمئات ال neurons الأخرى بحيث انه يحدث الاتصال السريع في البيانات فبصير بكل بساطة ممكن أي sense", "tokens": [9566, 1829, 3555, 4032, 28242, 8032, 6027, 5016, 38436, 28671, 44945, 14851, 9778, 40448, 3866, 22027, 16561, 4724, 2304, 3615, 1863, 7578, 16472, 3224, 37893, 47525, 2288, 13063, 1829, 16472, 3224, 9154, 36764, 24401, 3660, 5296, 2655, 7649, 10632, 5296, 10721, 3714, 43020, 36764, 24401, 3660, 5296, 2304, 19986, 9307, 2423, 22027, 16247, 34740, 7578, 4032, 28242, 36764, 24401, 3660, 39894, 3615, 9566, 1829, 5296, 2304, 19986, 9307, 2423, 22027, 16247, 34740, 7578, 4724, 5016, 1829, 12984, 16472, 3224, 7251, 24401, 12984, 2423, 9307, 9381, 6027, 21136, 16572, 3615, 8978, 2423, 21292, 7649, 9307, 6156, 3555, 9381, 13546, 4724, 28820, 4724, 3794, 41193, 3660, 3714, 43020, 36632, 2020], "avg_logprob": -0.14170011303840427, "compression_ratio": 1.7991071428571428, "no_speech_prob": 0.0, "words": [{"start": 379.37, "end": 379.73, "word": "طيب", "probability": 0.8587239583333334}, {"start": 379.73, "end": 379.95, "word": " و", "probability": 0.70263671875}, {"start": 379.95, "end": 380.13, "word": " كل", "probability": 0.88427734375}, {"start": 380.13, "end": 380.71, "word": " هالحقيقة", "probability": 0.86884765625}, {"start": 380.71, "end": 381.55, "word": " بنستخدم", "probability": 0.959716796875}, {"start": 381.55, "end": 382.31, "word": " multiple", "probability": 0.63818359375}, {"start": 382.31, "end": 382.89, "word": " neurons", "probability": 0.9814453125}, {"start": 382.89, "end": 383.67, "word": " simultaneously", "probability": 0.826171875}, {"start": 383.67, "end": 384.27, "word": " بمعنى", "probability": 0.90625}, {"start": 384.27, "end": 384.51, "word": " انه", "probability": 0.658203125}, {"start": 384.51, "end": 384.61, "word": " مش", "probability": 0.98486328125}, {"start": 384.61, "end": 385.13, "word": " بدروري", "probability": 0.73492431640625}, {"start": 385.13, "end": 385.31, "word": " انه", "probability": 0.875732421875}, {"start": 385.31, "end": 385.43, "word": " من", "probability": 0.9873046875}, {"start": 385.43, "end": 385.71, "word": " واحدة", "probability": 0.9208984375}, {"start": 385.71, "end": 386.11, "word": " لتانية", "probability": 0.8421630859375}, {"start": 386.11, "end": 386.25, "word": " لأ", "probability": 0.826171875}, {"start": 386.25, "end": 386.49, "word": " ممكن", "probability": 0.970458984375}, {"start": 386.49, "end": 386.93, "word": " واحدة", "probability": 0.9881184895833334}, {"start": 386.93, "end": 387.55, "word": " لمئات", "probability": 0.817138671875}, {"start": 387.55, "end": 387.95, "word": " ال", "probability": 0.93115234375}, {"start": 387.95, "end": 388.67, "word": " neurons", "probability": 0.51611328125}, {"start": 388.67, "end": 389.21, "word": " الأخرى", "probability": 0.9422200520833334}, {"start": 389.21, "end": 389.43, "word": " و", "probability": 0.96435546875}, {"start": 389.43, "end": 389.59, "word": " كل", "probability": 0.8310546875}, {"start": 389.59, "end": 389.83, "word": " واحدة", "probability": 0.9884440104166666}, {"start": 389.83, "end": 390.13, "word": " بتعطي", "probability": 0.84521484375}, {"start": 390.13, "end": 390.45, "word": " لمئات", "probability": 0.83111572265625}, {"start": 390.45, "end": 390.71, "word": " ال", "probability": 0.91162109375}, {"start": 390.71, "end": 391.07, "word": " neurons", "probability": 0.98193359375}, {"start": 391.07, "end": 391.61, "word": " الأخرى", "probability": 0.97900390625}, {"start": 391.61, "end": 392.01, "word": " بحيث", "probability": 0.9747314453125}, {"start": 392.01, "end": 392.19, "word": " انه", "probability": 0.76025390625}, {"start": 392.19, "end": 392.83, "word": " يحدث", "probability": 0.9065755208333334}, {"start": 392.83, "end": 394.75, "word": " الاتصال", "probability": 0.91015625}, {"start": 394.75, "end": 395.37, "word": " السريع", "probability": 0.9895833333333334}, {"start": 395.37, "end": 395.73, "word": " في", "probability": 0.95703125}, {"start": 395.73, "end": 396.27, "word": " البيانات", "probability": 0.86328125}, {"start": 396.27, "end": 397.05, "word": " فبصير", "probability": 0.87451171875}, {"start": 397.05, "end": 397.45, "word": " بكل", "probability": 0.978759765625}, {"start": 397.45, "end": 398.07, "word": " بساطة", "probability": 0.98876953125}, {"start": 398.07, "end": 398.63, "word": " ممكن", "probability": 0.984619140625}, {"start": 398.63, "end": 398.91, "word": " أي", "probability": 0.5859375}, {"start": 398.91, "end": 399.49, "word": " sense", "probability": 0.74072265625}], "temperature": 1.0}, {"id": 18, "seek": 42852, "start": 400.04, "end": 428.52, "text": "أو من ال sensors البشرية اللي هي اللي بنسميها الحواس الخامسة بتاعتنا أي إحساس من هذه الأحاسيس إذا استقبل أي مؤشر أو أي إشارة على طول بتنقل للدماغ عشان ياخد قرار فبعض القرارات أحيانا بتكون إرادية وبعضها قرارات لا إرادية زي لما تكون الواحد إيده وصلت للنار فمعنى ذلك أنه ال sensor اللي خاص بالبشرة و بالإحساس هيعطيك إشارة المفروض تنتقل مباشرة للدماغ عشان يعطيه قرار أنه الواحد يبعد إيده", "tokens": [10721, 2407, 9154, 2423, 14840, 29739, 46309, 10632, 13672, 1829, 39896, 13672, 1829, 44945, 38251, 1829, 11296, 21542, 14407, 3794, 33962, 10943, 3794, 3660, 39894, 995, 34268, 8315, 36632, 11933, 5016, 3794, 32277, 9154, 29538, 16247, 5016, 32277, 1829, 3794, 11933, 15730, 44713, 4587, 36150, 36632, 3714, 33604, 46309, 34051, 36632, 11933, 8592, 9640, 3660, 15844, 23032, 12610, 39894, 1863, 4587, 1211, 24976, 40448, 5718, 118, 6225, 8592, 7649, 7251, 47283, 3215, 12174, 2288, 9640, 6156, 3555, 3615, 11242, 25062, 2288, 9640, 9307, 5551, 5016, 1829, 7649, 995, 39894, 30544, 11933, 2288, 18513, 10632, 46599, 3615, 11242, 11296, 12174, 2288, 9640, 9307, 20193, 11933, 2288, 18513, 10632, 30767, 1829, 5296, 15042, 6055, 30544, 2423, 14407, 24401, 11933, 25708, 3224, 4032, 36520, 2655, 24976, 8315, 2288, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 14739, 3224, 2423, 10200, 13672, 1829, 16490, 33546, 20666, 3555, 8592, 25720, 4032, 20666, 28814, 5016, 3794, 32277, 39896, 3615, 9566, 1829, 4117, 11933, 8592, 9640, 3660, 9673, 5172, 32887, 11242, 6055, 29399, 4587, 1211, 3714, 3555, 33599, 25720, 24976, 40448, 5718, 118, 6225, 8592, 7649, 37495, 9566, 1829, 3224, 12174, 2288, 9640, 14739, 3224, 2423, 14407, 24401, 7251, 3555, 22488, 11933, 25708, 3224], "avg_logprob": -0.089863582159662, "compression_ratio": 2.1714285714285713, "no_speech_prob": 1.1622905731201172e-05, "words": [{"start": 400.04, "end": 400.26, "word": "أو", "probability": 0.89306640625}, {"start": 400.26, "end": 400.4, "word": " من", "probability": 0.99169921875}, {"start": 400.4, "end": 400.54, "word": " ال", "probability": 0.955078125}, {"start": 400.54, "end": 400.82, "word": " sensors", "probability": 0.880859375}, {"start": 400.82, "end": 401.68, "word": " البشرية", "probability": 0.91650390625}, {"start": 401.68, "end": 401.8, "word": " اللي", "probability": 0.837890625}, {"start": 401.8, "end": 401.94, "word": " هي", "probability": 0.62060546875}, {"start": 401.94, "end": 402.04, "word": " اللي", "probability": 0.935546875}, {"start": 402.04, "end": 402.42, "word": " بنسميها", "probability": 0.9423828125}, {"start": 402.42, "end": 402.88, "word": " الحواس", "probability": 0.92822265625}, {"start": 402.88, "end": 403.36, "word": " الخامسة", "probability": 0.908447265625}, {"start": 403.36, "end": 403.78, "word": " بتاعتنا", "probability": 0.8997802734375}, {"start": 403.78, "end": 404.78, "word": " أي", "probability": 0.5712890625}, {"start": 404.78, "end": 405.34, "word": " إحساس", "probability": 0.9349365234375}, {"start": 405.34, "end": 405.52, "word": " من", "probability": 0.99365234375}, {"start": 405.52, "end": 405.72, "word": " هذه", "probability": 0.96435546875}, {"start": 405.72, "end": 406.66, "word": " الأحاسيس", "probability": 0.87216796875}, {"start": 406.66, "end": 407.1, "word": " إذا", "probability": 0.950927734375}, {"start": 407.1, "end": 407.68, "word": " استقبل", "probability": 0.9485677083333334}, {"start": 407.68, "end": 407.94, "word": " أي", "probability": 0.9033203125}, {"start": 407.94, "end": 408.64, "word": " مؤشر", "probability": 0.982421875}, {"start": 408.64, "end": 408.9, "word": " أو", "probability": 0.96337890625}, {"start": 408.9, "end": 409.1, "word": " أي", "probability": 0.81982421875}, {"start": 409.1, "end": 409.6, "word": " إشارة", "probability": 0.9901123046875}, {"start": 409.6, "end": 409.92, "word": " على", "probability": 0.8974609375}, {"start": 409.92, "end": 410.12, "word": " طول", "probability": 0.991455078125}, {"start": 410.12, "end": 410.58, "word": " بتنقل", "probability": 0.9488525390625}, {"start": 410.58, "end": 411.0, "word": " للدماغ", "probability": 0.8193359375}, {"start": 411.0, "end": 411.28, "word": " عشان", "probability": 0.9837239583333334}, {"start": 411.28, "end": 411.66, "word": " ياخد", "probability": 0.98095703125}, {"start": 411.66, "end": 412.04, "word": " قرار", "probability": 0.99072265625}, {"start": 412.04, "end": 412.82, "word": " فبعض", "probability": 0.9444580078125}, {"start": 412.82, "end": 413.36, "word": " القرارات", "probability": 0.8729248046875}, {"start": 413.36, "end": 413.78, "word": " أحيانا", "probability": 0.98232421875}, {"start": 413.78, "end": 414.2, "word": " بتكون", "probability": 0.9296875}, {"start": 414.2, "end": 414.7, "word": " إرادية", "probability": 0.865234375}, {"start": 414.7, "end": 415.08, "word": " وبعضها", "probability": 0.89453125}, {"start": 415.08, "end": 415.46, "word": " قرارات", "probability": 0.9840087890625}, {"start": 415.46, "end": 415.64, "word": " لا", "probability": 0.9248046875}, {"start": 415.64, "end": 416.16, "word": " إرادية", "probability": 0.9736328125}, {"start": 416.16, "end": 416.6, "word": " زي", "probability": 0.965087890625}, {"start": 416.6, "end": 416.74, "word": " لما", "probability": 0.9580078125}, {"start": 416.74, "end": 417.02, "word": " تكون", "probability": 0.957275390625}, {"start": 417.02, "end": 417.3, "word": " الواحد", "probability": 0.9645182291666666}, {"start": 417.3, "end": 417.54, "word": " إيده", "probability": 0.9064127604166666}, {"start": 417.54, "end": 418.4, "word": " وصلت", "probability": 0.8235677083333334}, {"start": 418.4, "end": 418.74, "word": " للنار", "probability": 0.9415690104166666}, {"start": 418.74, "end": 419.1, "word": " فمعنى", "probability": 0.93759765625}, {"start": 419.1, "end": 419.32, "word": " ذلك", "probability": 0.99169921875}, {"start": 419.32, "end": 419.64, "word": " أنه", "probability": 0.55078125}, {"start": 419.64, "end": 420.08, "word": " ال", "probability": 0.98046875}, {"start": 420.08, "end": 420.48, "word": " sensor", "probability": 0.8701171875}, {"start": 420.48, "end": 420.8, "word": " اللي", "probability": 0.96533203125}, {"start": 420.8, "end": 421.04, "word": " خاص", "probability": 0.97607421875}, {"start": 421.04, "end": 421.84, "word": " بالبشرة", "probability": 0.963623046875}, {"start": 421.84, "end": 422.0, "word": " و", "probability": 0.73388671875}, {"start": 422.0, "end": 422.62, "word": " بالإحساس", "probability": 0.9318359375}, {"start": 422.62, "end": 423.44, "word": " هيعطيك", "probability": 0.93203125}, {"start": 423.44, "end": 423.76, "word": " إشارة", "probability": 0.992431640625}, {"start": 423.76, "end": 424.08, "word": " المفروض", "probability": 0.9864501953125}, {"start": 424.08, "end": 424.46, "word": " تنتقل", "probability": 0.9307861328125}, {"start": 424.46, "end": 424.94, "word": " مباشرة", "probability": 0.9776611328125}, {"start": 424.94, "end": 425.86, "word": " للدماغ", "probability": 0.8341064453125}, {"start": 425.86, "end": 426.12, "word": " عشان", "probability": 0.9866536458333334}, {"start": 426.12, "end": 426.54, "word": " يعطيه", "probability": 0.76629638671875}, {"start": 426.54, "end": 427.0, "word": " قرار", "probability": 0.9866536458333334}, {"start": 427.0, "end": 427.34, "word": " أنه", "probability": 0.712158203125}, {"start": 427.34, "end": 427.94, "word": " الواحد", "probability": 0.9910481770833334}, {"start": 427.94, "end": 428.22, "word": " يبعد", "probability": 0.9892578125}, {"start": 428.22, "end": 428.52, "word": " إيده", "probability": 0.9482421875}], "temperature": 1.0}, {"id": 19, "seek": 45647, "start": 429.21, "end": 456.47, "text": "فبهذا الشكل بتتم عملية ال connections الحقيقة ولذلك و لأنها multi و بنقدر نسميها فعلا تنتشر بشكل parallelism فبنقدر نقول إن الإنسان ك function هو أسرع من أسرع computer حتى الآن موجود في ال today في الواقع الحقيقة ليش؟ من عملية ال parallelism هذه اللي احنا بنتكلم عنها إنه النشر الانتشار بيكون انتشار عرضي فبتنتقل البيانات", "tokens": [5172, 3555, 3224, 15730, 25124, 28820, 39894, 39237, 6225, 42213, 10632, 2423, 9271, 21542, 38436, 28671, 35525, 8848, 23275, 4032, 5296, 33456, 11296, 4825, 4032, 44945, 28543, 2288, 8717, 38251, 1829, 11296, 6156, 3615, 15040, 6055, 29399, 46309, 4724, 8592, 28820, 8952, 1434, 6156, 3555, 1863, 28543, 2288, 8717, 39648, 36145, 33688, 1863, 3794, 7649, 9122, 2445, 31439, 5551, 3794, 2288, 3615, 9154, 5551, 3794, 2288, 3615, 3820, 11331, 49975, 6024, 48506, 3714, 29245, 23328, 8978, 2423, 965, 8978, 2423, 14407, 4587, 3615, 21542, 38436, 28671, 32239, 8592, 22807, 9154, 6225, 42213, 10632, 2423, 8952, 1434, 29538, 13672, 1829, 1975, 5016, 8315, 44945, 2655, 4117, 19528, 18871, 11296, 36145, 3224, 28239, 46309, 2423, 7649, 2655, 8592, 9640, 4724, 1829, 30544, 16472, 2655, 8592, 9640, 6225, 43042, 1829, 6156, 3555, 2655, 29399, 4587, 1211, 2423, 21292, 7649, 9307], "avg_logprob": -0.14538043759007385, "compression_ratio": 1.8206896551724139, "no_speech_prob": 0.0, "words": [{"start": 429.21, "end": 430.13, "word": "فبهذا", "probability": 0.8887939453125}, {"start": 430.13, "end": 430.47, "word": " الشكل", "probability": 0.98681640625}, {"start": 430.47, "end": 430.89, "word": " بتتم", "probability": 0.76123046875}, {"start": 430.89, "end": 431.59, "word": " عملية", "probability": 0.9757486979166666}, {"start": 431.59, "end": 431.75, "word": " ال", "probability": 0.9599609375}, {"start": 431.75, "end": 432.07, "word": " connections", "probability": 0.58203125}, {"start": 432.07, "end": 432.67, "word": " الحقيقة", "probability": 0.9695638020833334}, {"start": 432.67, "end": 433.71, "word": " ولذلك", "probability": 0.84814453125}, {"start": 433.71, "end": 433.85, "word": " و", "probability": 0.5908203125}, {"start": 433.85, "end": 434.21, "word": " لأنها", "probability": 0.7897135416666666}, {"start": 434.21, "end": 434.81, "word": " multi", "probability": 0.6025390625}, {"start": 434.81, "end": 435.15, "word": " و", "probability": 0.60498046875}, {"start": 435.15, "end": 435.49, "word": " بنقدر", "probability": 0.9093424479166666}, {"start": 435.49, "end": 435.99, "word": " نسميها", "probability": 0.990234375}, {"start": 435.99, "end": 436.35, "word": " فعلا", "probability": 0.88720703125}, {"start": 436.35, "end": 437.47, "word": " تنتشر", "probability": 0.9290364583333334}, {"start": 437.47, "end": 437.91, "word": " بشكل", "probability": 0.9881184895833334}, {"start": 437.91, "end": 438.71, "word": " parallelism", "probability": 0.827392578125}, {"start": 438.71, "end": 439.95, "word": " فبنقدر", "probability": 0.9533203125}, {"start": 439.95, "end": 440.17, "word": " نقول", "probability": 0.993896484375}, {"start": 440.17, "end": 440.31, "word": " إن", "probability": 0.375}, {"start": 440.31, "end": 441.07, "word": " الإنسان", "probability": 0.9012451171875}, {"start": 441.07, "end": 441.41, "word": " ك", "probability": 0.974609375}, {"start": 441.41, "end": 441.89, "word": " function", "probability": 0.77392578125}, {"start": 441.89, "end": 442.37, "word": " هو", "probability": 0.97802734375}, {"start": 442.37, "end": 443.15, "word": " أسرع", "probability": 0.9898681640625}, {"start": 443.15, "end": 443.45, "word": " من", "probability": 0.97802734375}, {"start": 443.45, "end": 444.07, "word": " أسرع", "probability": 0.9927978515625}, {"start": 444.07, "end": 444.63, "word": " computer", "probability": 0.7880859375}, {"start": 444.63, "end": 444.93, "word": " حتى", "probability": 0.92236328125}, {"start": 444.93, "end": 445.11, "word": " الآن", "probability": 0.7197265625}, {"start": 445.11, "end": 445.43, "word": " موجود", "probability": 0.9798177083333334}, {"start": 445.43, "end": 445.55, "word": " في", "probability": 0.818359375}, {"start": 445.55, "end": 445.99, "word": " ال", "probability": 0.59716796875}, {"start": 445.99, "end": 446.75, "word": " today", "probability": 0.41064453125}, {"start": 446.75, "end": 447.19, "word": " في", "probability": 0.61865234375}, {"start": 447.19, "end": 447.55, "word": " الواقع", "probability": 0.9833984375}, {"start": 447.55, "end": 448.01, "word": " الحقيقة", "probability": 0.774169921875}, {"start": 448.01, "end": 448.59, "word": " ليش؟", "probability": 0.8118489583333334}, {"start": 448.59, "end": 448.71, "word": " من", "probability": 0.97119140625}, {"start": 448.71, "end": 449.11, "word": " عملية", "probability": 0.9807942708333334}, {"start": 449.11, "end": 449.27, "word": " ال", "probability": 0.97998046875}, {"start": 449.27, "end": 449.83, "word": " parallelism", "probability": 0.9560546875}, {"start": 449.83, "end": 450.11, "word": " هذه", "probability": 0.81591796875}, {"start": 450.11, "end": 450.23, "word": " اللي", "probability": 0.974853515625}, {"start": 450.23, "end": 450.35, "word": " احنا", "probability": 0.8017578125}, {"start": 450.35, "end": 450.77, "word": " بنتكلم", "probability": 0.8826904296875}, {"start": 450.77, "end": 451.09, "word": " عنها", "probability": 0.99755859375}, {"start": 451.09, "end": 451.71, "word": " إنه", "probability": 0.65576171875}, {"start": 451.71, "end": 452.27, "word": " النشر", "probability": 0.745361328125}, {"start": 452.27, "end": 452.91, "word": " الانتشار", "probability": 0.85732421875}, {"start": 452.91, "end": 453.35, "word": " بيكون", "probability": 0.8365885416666666}, {"start": 453.35, "end": 454.29, "word": " انتشار", "probability": 0.9718017578125}, {"start": 454.29, "end": 454.73, "word": " عرضي", "probability": 0.8273111979166666}, {"start": 454.73, "end": 455.81, "word": " فبتنتقل", "probability": 0.9440104166666666}, {"start": 455.81, "end": 456.47, "word": " البيانات", "probability": 0.923828125}], "temperature": 1.0}, {"id": 20, "seek": 47645, "start": 456.69, "end": 476.45, "text": "في كل الخلايا العصبية المتصلة بالمستقبلات كويس في كل neuron الحقيقة لما بدنا نشوف ال structure البسيط تبعها عشان نقدر نقول والله هل بقدر أعمله modeling و يصير model هندسي و نقدر نستخدمه فعلا نعلم الآلة كيف تشتغل بدنا نشوف هذا الكلام فبدنا", "tokens": [41185, 28242, 33962, 15040, 25528, 18863, 9381, 3555, 10632, 9673, 2655, 36520, 3660, 20666, 2304, 14851, 4587, 36150, 9307, 9122, 45865, 3794, 8978, 28242, 34090, 21542, 38436, 28671, 5296, 15042, 47525, 8315, 8717, 8592, 38688, 2423, 3877, 29739, 3794, 1829, 9566, 6055, 3555, 3615, 11296, 6225, 8592, 7649, 8717, 28543, 2288, 8717, 39648, 16070, 43761, 8032, 1211, 4724, 28543, 2288, 5551, 25957, 43761, 15983, 4032, 7251, 9381, 13546, 2316, 8032, 41260, 3794, 1829, 4032, 8717, 28543, 2288, 8717, 14851, 9778, 40448, 3224, 6156, 3615, 15040, 8717, 3615, 19528, 6024, 95, 37977, 9122, 33911, 6055, 8592, 2655, 17082, 1211, 47525, 8315, 8717, 8592, 38688, 23758, 2423, 28820, 10943, 6156, 44510, 8315], "avg_logprob": -0.13217905351707526, "compression_ratio": 1.742489270386266, "no_speech_prob": 1.5616416931152344e-05, "words": [{"start": 456.69, "end": 456.85, "word": "في", "probability": 0.8251953125}, {"start": 456.85, "end": 457.25, "word": " كل", "probability": 0.97705078125}, {"start": 457.25, "end": 458.03, "word": " الخلايا", "probability": 0.94873046875}, {"start": 458.03, "end": 458.53, "word": " العصبية", "probability": 0.9710693359375}, {"start": 458.53, "end": 459.29, "word": " المتصلة", "probability": 0.923583984375}, {"start": 459.29, "end": 460.55, "word": " بالمستقبلات", "probability": 0.9120279947916666}, {"start": 460.55, "end": 461.97, "word": " كويس", "probability": 0.7257486979166666}, {"start": 461.97, "end": 462.53, "word": " في", "probability": 0.5693359375}, {"start": 462.53, "end": 462.75, "word": " كل", "probability": 0.99169921875}, {"start": 462.75, "end": 463.11, "word": " neuron", "probability": 0.62158203125}, {"start": 463.11, "end": 463.73, "word": " الحقيقة", "probability": 0.9684244791666666}, {"start": 463.73, "end": 464.15, "word": " لما", "probability": 0.921630859375}, {"start": 464.15, "end": 464.33, "word": " بدنا", "probability": 0.709228515625}, {"start": 464.33, "end": 464.71, "word": " نشوف", "probability": 0.9847005208333334}, {"start": 464.71, "end": 464.87, "word": " ال", "probability": 0.9677734375}, {"start": 464.87, "end": 465.37, "word": " structure", "probability": 0.86279296875}, {"start": 465.37, "end": 465.99, "word": " البسيط", "probability": 0.9866943359375}, {"start": 465.99, "end": 466.45, "word": " تبعها", "probability": 0.908203125}, {"start": 466.45, "end": 466.83, "word": " عشان", "probability": 0.9850260416666666}, {"start": 466.83, "end": 467.13, "word": " نقدر", "probability": 0.9259440104166666}, {"start": 467.13, "end": 467.37, "word": " نقول", "probability": 0.986572265625}, {"start": 467.37, "end": 467.61, "word": " والله", "probability": 0.7470703125}, {"start": 467.61, "end": 467.87, "word": " هل", "probability": 0.6964111328125}, {"start": 467.87, "end": 468.15, "word": " بقدر", "probability": 0.9801432291666666}, {"start": 468.15, "end": 468.43, "word": " أعمله", "probability": 0.8240559895833334}, {"start": 468.43, "end": 468.87, "word": " modeling", "probability": 0.72216796875}, {"start": 468.87, "end": 469.31, "word": " و", "probability": 0.95947265625}, {"start": 469.31, "end": 469.67, "word": " يصير", "probability": 0.8094889322916666}, {"start": 469.67, "end": 470.27, "word": " model", "probability": 0.93115234375}, {"start": 470.27, "end": 470.89, "word": " هندسي", "probability": 0.986083984375}, {"start": 470.89, "end": 471.03, "word": " و", "probability": 0.96630859375}, {"start": 471.03, "end": 471.35, "word": " نقدر", "probability": 0.9444986979166666}, {"start": 471.35, "end": 471.93, "word": " نستخدمه", "probability": 0.9939453125}, {"start": 471.93, "end": 472.17, "word": " فعلا", "probability": 0.8780924479166666}, {"start": 472.17, "end": 472.59, "word": " نعلم", "probability": 0.728759765625}, {"start": 472.59, "end": 473.27, "word": " الآلة", "probability": 0.7630208333333334}, {"start": 473.27, "end": 473.71, "word": " كيف", "probability": 0.96728515625}, {"start": 473.71, "end": 474.21, "word": " تشتغل", "probability": 0.99580078125}, {"start": 474.21, "end": 474.89, "word": " بدنا", "probability": 0.931640625}, {"start": 474.89, "end": 475.13, "word": " نشوف", "probability": 0.9969075520833334}, {"start": 475.13, "end": 475.29, "word": " هذا", "probability": 0.96337890625}, {"start": 475.29, "end": 475.69, "word": " الكلام", "probability": 0.9615885416666666}, {"start": 475.69, "end": 476.45, "word": " فبدنا", "probability": 0.8776041666666666}], "temperature": 1.0}, {"id": 21, "seek": 50202, "start": 477.32, "end": 502.02, "text": "نحصل على رغم انه و بدنا نقول انه على رغم انه فعلا بسيط جدا لنيورون كيف بيشتغل كان نيورون واحد لكن الجيش الكبير هذا من مجموعة نيورونا الضخمة جدا هي اللي بتعمل الفرق هي اللي بتعمل ال processing power القوة المعالجة لهذه الخلايا فلو جينا مسكنا من ناحية biology من ناحية biology ال .. ال neuron consists of", "tokens": [1863, 5016, 36520, 15844, 12602, 17082, 2304, 16472, 3224, 4032, 47525, 8315, 8717, 39648, 16472, 3224, 15844, 12602, 17082, 2304, 16472, 3224, 6156, 3615, 15040, 4724, 3794, 1829, 9566, 10874, 28259, 5296, 1863, 1829, 13063, 11536, 9122, 33911, 4724, 1829, 8592, 2655, 17082, 1211, 25961, 8717, 1829, 13063, 11536, 36764, 24401, 44381, 25724, 1829, 8592, 33251, 3555, 13546, 23758, 9154, 3714, 7435, 2304, 2407, 27884, 8717, 1829, 13063, 2407, 8315, 6024, 114, 9778, 46007, 10874, 28259, 39896, 13672, 1829, 39894, 25957, 1211, 27188, 2288, 4587, 39896, 13672, 1829, 39894, 25957, 1211, 2423, 9007, 1347, 25062, 2407, 3660, 9673, 3615, 6027, 7435, 3660, 46740, 24192, 33962, 15040, 25528, 6156, 1211, 2407, 10874, 1829, 8315, 47524, 4117, 8315, 9154, 8717, 39319, 10632, 14956, 9154, 8717, 39319, 10632, 14956, 2423, 4386, 2423, 34090, 14689, 295], "avg_logprob": -0.14790883772355273, "compression_ratio": 1.9083969465648856, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 477.32, "end": 477.86, "word": "نحصل", "probability": 0.892578125}, {"start": 477.86, "end": 478.36, "word": " على", "probability": 0.80859375}, {"start": 478.36, "end": 478.7, "word": " رغم", "probability": 0.9314778645833334}, {"start": 478.7, "end": 479.06, "word": " انه", "probability": 0.7314453125}, {"start": 479.06, "end": 479.14, "word": " و", "probability": 0.3779296875}, {"start": 479.14, "end": 479.36, "word": " بدنا", "probability": 0.75146484375}, {"start": 479.36, "end": 479.52, "word": " نقول", "probability": 0.99365234375}, {"start": 479.52, "end": 479.72, "word": " انه", "probability": 0.87890625}, {"start": 479.72, "end": 479.82, "word": " على", "probability": 0.865234375}, {"start": 479.82, "end": 480.08, "word": " رغم", "probability": 0.9840494791666666}, {"start": 480.08, "end": 480.42, "word": " انه", "probability": 0.61865234375}, {"start": 480.42, "end": 480.86, "word": " فعلا", "probability": 0.8889973958333334}, {"start": 480.86, "end": 481.52, "word": " بسيط", "probability": 0.9921875}, {"start": 481.52, "end": 481.92, "word": " جدا", "probability": 0.85595703125}, {"start": 481.92, "end": 482.44, "word": " لنيورون", "probability": 0.703173828125}, {"start": 482.44, "end": 482.64, "word": " كيف", "probability": 0.898193359375}, {"start": 482.64, "end": 483.1, "word": " بيشتغل", "probability": 0.983642578125}, {"start": 483.1, "end": 483.4, "word": " كان", "probability": 0.6416015625}, {"start": 483.4, "end": 483.68, "word": " نيورون", "probability": 0.8790283203125}, {"start": 483.68, "end": 484.16, "word": " واحد", "probability": 0.98681640625}, {"start": 484.16, "end": 484.78, "word": " لكن", "probability": 0.822265625}, {"start": 484.78, "end": 485.52, "word": " الجيش", "probability": 0.9747721354166666}, {"start": 485.52, "end": 485.96, "word": " الكبير", "probability": 0.9874674479166666}, {"start": 485.96, "end": 486.16, "word": " هذا", "probability": 0.90966796875}, {"start": 486.16, "end": 486.34, "word": " من", "probability": 0.98583984375}, {"start": 486.34, "end": 486.66, "word": " مجموعة", "probability": 0.92216796875}, {"start": 486.66, "end": 487.26, "word": " نيورونا", "probability": 0.7431640625}, {"start": 487.26, "end": 487.74, "word": " الضخمة", "probability": 0.8135986328125}, {"start": 487.74, "end": 488.04, "word": " جدا", "probability": 0.99609375}, {"start": 488.04, "end": 488.46, "word": " هي", "probability": 0.88037109375}, {"start": 488.46, "end": 488.6, "word": " اللي", "probability": 0.89013671875}, {"start": 488.6, "end": 488.9, "word": " بتعمل", "probability": 0.9837239583333334}, {"start": 488.9, "end": 489.32, "word": " الفرق", "probability": 0.98681640625}, {"start": 489.32, "end": 489.68, "word": " هي", "probability": 0.87939453125}, {"start": 489.68, "end": 489.82, "word": " اللي", "probability": 0.986572265625}, {"start": 489.82, "end": 490.28, "word": " بتعمل", "probability": 0.9886067708333334}, {"start": 490.28, "end": 490.44, "word": " ال", "probability": 0.71484375}, {"start": 490.44, "end": 490.78, "word": " processing", "probability": 0.99072265625}, {"start": 490.78, "end": 491.3, "word": " power", "probability": 0.9013671875}, {"start": 491.3, "end": 492.94, "word": " القوة", "probability": 0.8732096354166666}, {"start": 492.94, "end": 494.34, "word": " المعالجة", "probability": 0.9912109375}, {"start": 494.34, "end": 494.96, "word": " لهذه", "probability": 0.919921875}, {"start": 494.96, "end": 495.4, "word": " الخلايا", "probability": 0.9625651041666666}, {"start": 495.4, "end": 495.88, "word": " فلو", "probability": 0.9708658854166666}, {"start": 495.88, "end": 496.08, "word": " جينا", "probability": 0.9344075520833334}, {"start": 496.08, "end": 496.54, "word": " مسكنا", "probability": 0.749755859375}, {"start": 496.54, "end": 496.86, "word": " من", "probability": 0.98193359375}, {"start": 496.86, "end": 497.16, "word": " ناحية", "probability": 0.990234375}, {"start": 497.16, "end": 497.84, "word": " biology", "probability": 0.5029296875}, {"start": 497.84, "end": 498.32, "word": " من", "probability": 0.8447265625}, {"start": 498.32, "end": 498.58, "word": " ناحية", "probability": 0.9892578125}, {"start": 498.58, "end": 499.08, "word": " biology", "probability": 0.7392578125}, {"start": 499.08, "end": 500.22, "word": " ال", "probability": 0.943359375}, {"start": 500.22, "end": 500.34, "word": " ..", "probability": 0.379638671875}, {"start": 500.34, "end": 500.52, "word": " ال", "probability": 0.8095703125}, {"start": 500.52, "end": 500.9, "word": " neuron", "probability": 0.332275390625}, {"start": 500.9, "end": 501.68, "word": " consists", "probability": 0.7197265625}, {"start": 501.68, "end": 502.02, "word": " of", "probability": 0.9853515625}], "temperature": 1.0}, {"id": 22, "seek": 52053, "start": 502.77, "end": 520.53, "text": "a set body بتحتوي على ال set body أو جسم الخلية و اللي بنسميها سومة و عدد من ال fibers اللي هي المتشعبات تبع الخلية اللي بتستقبل الإشارات بتستقبل الإشارات لهذه الخلية بنسميها dendrites ال dendrites هذه أو التشعبات", "tokens": [64, 992, 1772, 39894, 33753, 45865, 15844, 2423, 992, 1772, 34051, 10874, 38251, 33962, 1211, 10632, 4032, 13672, 1829, 44945, 38251, 1829, 11296, 8608, 20498, 3660, 4032, 6225, 3215, 3215, 9154, 2423, 25252, 13672, 1829, 39896, 9673, 2655, 8592, 3615, 3555, 9307, 6055, 3555, 3615, 33962, 1211, 10632, 13672, 1829, 39894, 14851, 4587, 36150, 33688, 8592, 9640, 9307, 39894, 14851, 4587, 36150, 33688, 8592, 9640, 9307, 46740, 24192, 33962, 1211, 10632, 44945, 38251, 1829, 11296, 274, 521, 30931, 2423, 274, 521, 30931, 29538, 34051, 16712, 8592, 3615, 3555, 9307], "avg_logprob": -0.19722221940755844, "compression_ratio": 2.0057471264367814, "no_speech_prob": 1.0132789611816406e-06, "words": [{"start": 502.77, "end": 503.01, "word": "a", "probability": 0.06756591796875}, {"start": 503.01, "end": 503.23, "word": " set", "probability": 0.78857421875}, {"start": 503.23, "end": 503.63, "word": " body", "probability": 0.84716796875}, {"start": 503.63, "end": 504.71, "word": " بتحتوي", "probability": 0.7828776041666666}, {"start": 504.71, "end": 504.97, "word": " على", "probability": 0.880859375}, {"start": 504.97, "end": 505.41, "word": " ال", "probability": 0.6142578125}, {"start": 505.41, "end": 505.65, "word": " set", "probability": 0.417724609375}, {"start": 505.65, "end": 506.03, "word": " body", "probability": 0.9287109375}, {"start": 506.03, "end": 506.37, "word": " أو", "probability": 0.73095703125}, {"start": 506.37, "end": 507.35, "word": " جسم", "probability": 0.938232421875}, {"start": 507.35, "end": 507.87, "word": " الخلية", "probability": 0.9710286458333334}, {"start": 507.87, "end": 508.25, "word": " و", "probability": 0.44287109375}, {"start": 508.25, "end": 508.31, "word": " اللي", "probability": 0.814453125}, {"start": 508.31, "end": 508.71, "word": " بنسميها", "probability": 0.951416015625}, {"start": 508.71, "end": 509.17, "word": " سومة", "probability": 0.5574951171875}, {"start": 509.17, "end": 509.61, "word": " و", "probability": 0.86962890625}, {"start": 509.61, "end": 510.11, "word": " عدد", "probability": 0.8868815104166666}, {"start": 510.11, "end": 510.29, "word": " من", "probability": 0.9921875}, {"start": 510.29, "end": 510.41, "word": " ال", "probability": 0.91552734375}, {"start": 510.41, "end": 510.89, "word": " fibers", "probability": 0.9423828125}, {"start": 510.89, "end": 511.61, "word": " اللي", "probability": 0.976318359375}, {"start": 511.61, "end": 511.95, "word": " هي", "probability": 0.84375}, {"start": 511.95, "end": 513.53, "word": " المتشعبات", "probability": 0.96533203125}, {"start": 513.53, "end": 513.95, "word": " تبع", "probability": 0.8450520833333334}, {"start": 513.95, "end": 514.39, "word": " الخلية", "probability": 0.9322916666666666}, {"start": 514.39, "end": 514.51, "word": " اللي", "probability": 0.946533203125}, {"start": 514.51, "end": 515.19, "word": " بتستقبل", "probability": 0.9644775390625}, {"start": 515.19, "end": 515.79, "word": " الإشارات", "probability": 0.9649658203125}, {"start": 515.79, "end": 516.29, "word": " بتستقبل", "probability": 0.86968994140625}, {"start": 516.29, "end": 516.69, "word": " الإشارات", "probability": 0.984130859375}, {"start": 516.69, "end": 516.91, "word": " لهذه", "probability": 0.7978515625}, {"start": 516.91, "end": 517.17, "word": " الخلية", "probability": 0.9820963541666666}, {"start": 517.17, "end": 517.97, "word": " بنسميها", "probability": 0.93798828125}, {"start": 517.97, "end": 518.61, "word": " dendrites", "probability": 0.701416015625}, {"start": 518.61, "end": 519.09, "word": " ال", "probability": 0.61279296875}, {"start": 519.09, "end": 519.45, "word": " dendrites", "probability": 0.8047688802083334}, {"start": 519.45, "end": 519.65, "word": " هذه", "probability": 0.6025390625}, {"start": 519.65, "end": 519.79, "word": " أو", "probability": 0.78857421875}, {"start": 519.79, "end": 520.53, "word": " التشعبات", "probability": 0.89423828125}], "temperature": 1.0}, {"id": 23, "seek": 54273, "start": 521.25, "end": 542.73, "text": "لل input و بيكون لها single long fiber axis بنسميها axon .. axon اللي هو بنطلع منه ال output .. بنطلع منه ال output هذا الكلام كيف بيتم الحقيقة .. بدنا نشوف كيف بيتم .. بيتم بهذا الشكل اللي احنا شايفينه في عند مجموعة ال dendrites هي مجموعة ال dendrites هدولة التشعبات", "tokens": [1211, 1211, 4846, 4032, 4724, 1829, 30544, 5296, 11296, 2167, 938, 12874, 10298, 44945, 38251, 1829, 11296, 6360, 266, 4386, 6360, 266, 13672, 1829, 31439, 44945, 9566, 1211, 3615, 9154, 3224, 2423, 5598, 4386, 44945, 9566, 1211, 3615, 9154, 3224, 2423, 5598, 23758, 2423, 28820, 10943, 9122, 33911, 4724, 36081, 2304, 21542, 38436, 28671, 4386, 47525, 8315, 8717, 8592, 38688, 9122, 33911, 4724, 36081, 2304, 4386, 4724, 36081, 2304, 39627, 15730, 25124, 28820, 13672, 1829, 1975, 5016, 8315, 13412, 995, 33911, 9957, 3224, 8978, 43242, 3714, 7435, 2304, 2407, 27884, 2423, 274, 521, 30931, 39896, 3714, 7435, 2304, 2407, 27884, 2423, 274, 521, 30931, 8032, 3215, 12610, 3660, 16712, 8592, 3615, 3555, 9307], "avg_logprob": -0.1896929803647493, "compression_ratio": 1.8274336283185841, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 521.25, "end": 521.59, "word": "لل", "probability": 0.5863037109375}, {"start": 521.59, "end": 521.93, "word": " input", "probability": 0.94140625}, {"start": 521.93, "end": 522.47, "word": " و", "probability": 0.70458984375}, {"start": 522.47, "end": 522.95, "word": " بيكون", "probability": 0.644287109375}, {"start": 522.95, "end": 523.25, "word": " لها", "probability": 0.65283203125}, {"start": 523.25, "end": 523.83, "word": " single", "probability": 0.81396484375}, {"start": 523.83, "end": 524.37, "word": " long", "probability": 0.86376953125}, {"start": 524.37, "end": 524.97, "word": " fiber", "probability": 0.60986328125}, {"start": 524.97, "end": 526.51, "word": " axis", "probability": 0.830078125}, {"start": 526.51, "end": 527.03, "word": " بنسميها", "probability": 0.8800048828125}, {"start": 527.03, "end": 527.49, "word": " axon", "probability": 0.861083984375}, {"start": 527.49, "end": 527.81, "word": " ..", "probability": 0.152099609375}, {"start": 527.81, "end": 528.19, "word": " axon", "probability": 0.821533203125}, {"start": 528.19, "end": 528.33, "word": " اللي", "probability": 0.9423828125}, {"start": 528.33, "end": 528.47, "word": " هو", "probability": 0.9794921875}, {"start": 528.47, "end": 529.03, "word": " بنطلع", "probability": 0.9423828125}, {"start": 529.03, "end": 529.41, "word": " منه", "probability": 0.99365234375}, {"start": 529.41, "end": 529.89, "word": " ال", "probability": 0.9443359375}, {"start": 529.89, "end": 530.25, "word": " output", "probability": 0.98193359375}, {"start": 530.25, "end": 530.37, "word": " ..", "probability": 0.763671875}, {"start": 530.37, "end": 530.77, "word": " بنطلع", "probability": 0.9322509765625}, {"start": 530.77, "end": 530.97, "word": " منه", "probability": 0.994140625}, {"start": 530.97, "end": 531.03, "word": " ال", "probability": 0.96826171875}, {"start": 531.03, "end": 531.27, "word": " output", "probability": 0.99365234375}, {"start": 531.27, "end": 531.67, "word": " هذا", "probability": 0.814453125}, {"start": 531.67, "end": 532.03, "word": " الكلام", "probability": 0.9493815104166666}, {"start": 532.03, "end": 532.25, "word": " كيف", "probability": 0.974853515625}, {"start": 532.25, "end": 532.55, "word": " بيتم", "probability": 0.71630859375}, {"start": 532.55, "end": 533.09, "word": " الحقيقة", "probability": 0.9900716145833334}, {"start": 533.09, "end": 533.41, "word": " ..", "probability": 0.435791015625}, {"start": 533.41, "end": 533.65, "word": " بدنا", "probability": 0.840087890625}, {"start": 533.65, "end": 533.85, "word": " نشوف", "probability": 0.9952799479166666}, {"start": 533.85, "end": 533.97, "word": " كيف", "probability": 0.96826171875}, {"start": 533.97, "end": 534.27, "word": " بيتم", "probability": 0.8805338541666666}, {"start": 534.27, "end": 534.55, "word": " ..", "probability": 0.765625}, {"start": 534.55, "end": 534.83, "word": " بيتم", "probability": 0.8035481770833334}, {"start": 534.83, "end": 535.07, "word": " بهذا", "probability": 0.970947265625}, {"start": 535.07, "end": 535.33, "word": " الشكل", "probability": 0.994140625}, {"start": 535.33, "end": 535.43, "word": " اللي", "probability": 0.99169921875}, {"start": 535.43, "end": 535.59, "word": " احنا", "probability": 0.8445638020833334}, {"start": 535.59, "end": 536.19, "word": " شايفينه", "probability": 0.98330078125}, {"start": 536.19, "end": 536.67, "word": " في", "probability": 0.394775390625}, {"start": 536.67, "end": 536.93, "word": " عند", "probability": 0.7939453125}, {"start": 536.93, "end": 537.89, "word": " مجموعة", "probability": 0.8265625}, {"start": 537.89, "end": 538.43, "word": " ال", "probability": 0.92236328125}, {"start": 538.43, "end": 538.97, "word": " dendrites", "probability": 0.7655436197916666}, {"start": 538.97, "end": 539.51, "word": " هي", "probability": 0.1932373046875}, {"start": 539.51, "end": 539.87, "word": " مجموعة", "probability": 0.9568359375}, {"start": 539.87, "end": 539.99, "word": " ال", "probability": 0.9140625}, {"start": 539.99, "end": 540.39, "word": " dendrites", "probability": 0.9215494791666666}, {"start": 540.39, "end": 540.87, "word": " هدولة", "probability": 0.8779296875}, {"start": 540.87, "end": 542.73, "word": " التشعبات", "probability": 0.87822265625}], "temperature": 1.0}, {"id": 24, "seek": 56954, "start": 543.15, "end": 569.55, "text": "واللي كلها بتجمع .. طبعا بتجمع من مين؟ بتجمع من other neurons عشان تجمع كل الإشارات .. مجموع الإشارات هذه كاملة و اللي خلينا نقول أنه متوسط الإشارة اللي مابنعملها calibration بالنسبة للدماغ بتكون حوالي كعلم هندسة بتكون حوالي micro volt بال micro volt calibration لكن طبعا كله اللي مابنجمعوا مع بعض شويه شويه بتبدأ تزيد الأمور بحيث أنه هنا في ال body نفسها ال soma أو ال cell body", "tokens": [2407, 6027, 20292, 28242, 11296, 39894, 7435, 2304, 3615, 4386, 23032, 3555, 3615, 995, 39894, 7435, 2304, 3615, 9154, 3714, 9957, 22807, 39894, 7435, 2304, 3615, 9154, 661, 22027, 6225, 8592, 7649, 6055, 7435, 2304, 3615, 28242, 33688, 8592, 9640, 9307, 4386, 3714, 7435, 2304, 45367, 33688, 8592, 9640, 9307, 29538, 9122, 10943, 37977, 4032, 13672, 1829, 16490, 20292, 8315, 8717, 39648, 14739, 3224, 44650, 41779, 9566, 33688, 8592, 9640, 3660, 13672, 1829, 3714, 16758, 1863, 25957, 1211, 11296, 38732, 20666, 1863, 35457, 3660, 24976, 40448, 5718, 118, 39894, 30544, 11331, 2407, 6027, 1829, 9122, 3615, 19528, 8032, 41260, 3794, 3660, 39894, 30544, 11331, 2407, 6027, 1829, 4532, 5962, 20666, 4532, 5962, 38732, 44381, 23032, 3555, 3615, 995, 28242, 3224, 13672, 1829, 3714, 16758, 1863, 7435, 2304, 3615, 14407, 20449, 45030, 11242, 13412, 45865, 3224, 13412, 45865, 3224, 39894, 44510, 10721, 6055, 11622, 25708, 16247, 2304, 13063, 4724, 5016, 1829, 12984, 14739, 3224, 34105, 8978, 2423, 1772, 8717, 36178, 11296, 2423, 3307, 64, 34051, 2423, 2815, 1772], "avg_logprob": -0.1343936026096344, "compression_ratio": 1.9839228295819935, "no_speech_prob": 5.960464477539062e-07, "words": [{"start": 543.15, "end": 543.45, "word": "واللي", "probability": 0.8885091145833334}, {"start": 543.45, "end": 543.77, "word": " كلها", "probability": 0.972900390625}, {"start": 543.77, "end": 544.53, "word": " بتجمع", "probability": 0.9818115234375}, {"start": 544.53, "end": 544.83, "word": " ..", "probability": 0.31640625}, {"start": 544.83, "end": 545.07, "word": " طبعا", "probability": 0.915283203125}, {"start": 545.07, "end": 545.43, "word": " بتجمع", "probability": 0.9849853515625}, {"start": 545.43, "end": 545.57, "word": " من", "probability": 0.99462890625}, {"start": 545.57, "end": 545.75, "word": " مين؟", "probability": 0.8157552083333334}, {"start": 545.75, "end": 546.13, "word": " بتجمع", "probability": 0.9713134765625}, {"start": 546.13, "end": 546.27, "word": " من", "probability": 0.98779296875}, {"start": 546.27, "end": 546.57, "word": " other", "probability": 0.6953125}, {"start": 546.57, "end": 547.27, "word": " neurons", "probability": 0.97021484375}, {"start": 547.27, "end": 547.99, "word": " عشان", "probability": 0.97216796875}, {"start": 547.99, "end": 548.85, "word": " تجمع", "probability": 0.976318359375}, {"start": 548.85, "end": 549.25, "word": " كل", "probability": 0.90087890625}, {"start": 549.25, "end": 550.43, "word": " الإشارات", "probability": 0.900390625}, {"start": 550.43, "end": 550.53, "word": " ..", "probability": 0.69287109375}, {"start": 550.53, "end": 550.79, "word": " مجموع", "probability": 0.9381103515625}, {"start": 550.79, "end": 551.15, "word": " الإشارات", "probability": 0.97021484375}, {"start": 551.15, "end": 551.31, "word": " هذه", "probability": 0.9013671875}, {"start": 551.31, "end": 551.77, "word": " كاملة", "probability": 0.9853515625}, {"start": 551.77, "end": 552.21, "word": " و", "probability": 0.80859375}, {"start": 552.21, "end": 552.33, "word": " اللي", "probability": 0.8076171875}, {"start": 552.33, "end": 552.61, "word": " خلينا", "probability": 0.74072265625}, {"start": 552.61, "end": 552.83, "word": " نقول", "probability": 0.995849609375}, {"start": 552.83, "end": 553.03, "word": " أنه", "probability": 0.4482421875}, {"start": 553.03, "end": 553.49, "word": " متوسط", "probability": 0.97509765625}, {"start": 553.49, "end": 553.85, "word": " الإشارة", "probability": 0.9913330078125}, {"start": 553.85, "end": 553.93, "word": " اللي", "probability": 0.9716796875}, {"start": 553.93, "end": 554.33, "word": " مابنعملها", "probability": 0.7384847005208334}, {"start": 554.33, "end": 554.75, "word": " calibration", "probability": 0.85888671875}, {"start": 554.75, "end": 555.29, "word": " بالنسبة", "probability": 0.9361572265625}, {"start": 555.29, "end": 555.73, "word": " للدماغ", "probability": 0.87158203125}, {"start": 555.73, "end": 556.29, "word": " بتكون", "probability": 0.950439453125}, {"start": 556.29, "end": 557.11, "word": " حوالي", "probability": 0.984619140625}, {"start": 557.11, "end": 557.93, "word": " كعلم", "probability": 0.7556966145833334}, {"start": 557.93, "end": 558.43, "word": " هندسة", "probability": 0.977783203125}, {"start": 558.43, "end": 558.85, "word": " بتكون", "probability": 0.952392578125}, {"start": 558.85, "end": 559.47, "word": " حوالي", "probability": 0.98779296875}, {"start": 559.47, "end": 559.85, "word": " micro", "probability": 0.9130859375}, {"start": 559.85, "end": 560.39, "word": " volt", "probability": 0.67236328125}, {"start": 560.39, "end": 560.57, "word": " بال", "probability": 0.58935546875}, {"start": 560.57, "end": 560.91, "word": " micro", "probability": 0.9404296875}, {"start": 560.91, "end": 561.41, "word": " volt", "probability": 0.8818359375}, {"start": 561.41, "end": 561.85, "word": " calibration", "probability": 0.96875}, {"start": 561.85, "end": 562.11, "word": " لكن", "probability": 0.86474609375}, {"start": 562.11, "end": 562.39, "word": " طبعا", "probability": 0.993408203125}, {"start": 562.39, "end": 562.67, "word": " كله", "probability": 0.9375}, {"start": 562.67, "end": 562.75, "word": " اللي", "probability": 0.972900390625}, {"start": 562.75, "end": 563.17, "word": " مابنجمعوا", "probability": 0.8167550223214286}, {"start": 563.17, "end": 563.25, "word": " مع", "probability": 0.97998046875}, {"start": 563.25, "end": 563.63, "word": " بعض", "probability": 0.990966796875}, {"start": 563.63, "end": 564.41, "word": " شويه", "probability": 0.72021484375}, {"start": 564.41, "end": 564.61, "word": " شويه", "probability": 0.9786783854166666}, {"start": 564.61, "end": 564.93, "word": " بتبدأ", "probability": 0.9166666666666666}, {"start": 564.93, "end": 565.15, "word": " تزيد", "probability": 0.986328125}, {"start": 565.15, "end": 565.55, "word": " الأمور", "probability": 0.94873046875}, {"start": 565.55, "end": 566.13, "word": " بحيث", "probability": 0.9659423828125}, {"start": 566.13, "end": 566.33, "word": " أنه", "probability": 0.5042724609375}, {"start": 566.33, "end": 566.49, "word": " هنا", "probability": 0.98291015625}, {"start": 566.49, "end": 566.67, "word": " في", "probability": 0.98388671875}, {"start": 566.67, "end": 566.85, "word": " ال", "probability": 0.96435546875}, {"start": 566.85, "end": 567.11, "word": " body", "probability": 0.94482421875}, {"start": 567.11, "end": 567.61, "word": " نفسها", "probability": 0.9959309895833334}, {"start": 567.61, "end": 567.83, "word": " ال", "probability": 0.6484375}, {"start": 567.83, "end": 568.15, "word": " soma", "probability": 0.6370849609375}, {"start": 568.15, "end": 568.75, "word": " أو", "probability": 0.7490234375}, {"start": 568.75, "end": 568.99, "word": " ال", "probability": 0.63525390625}, {"start": 568.99, "end": 569.17, "word": " cell", "probability": 0.919921875}, {"start": 569.17, "end": 569.55, "word": " body", "probability": 0.89453125}], "temperature": 1.0}, {"id": 25, "seek": 59441, "start": 570.45, "end": 594.41, "text": "بتتحوش فإذا وصلت ل threshold معين قيمة معينة من ال threshold على طول هي نفس ال body نفسها بتعمل pulse بتعمل نبضة يعني بتتحرك بحيث انه اتمرر الحركة بتاعتها كأنه اعملتي نفسها إشارة هيولدت إشارة بناء على ال inputs اللي اتجمعوا لو افترضنا ال inputs دولة ال threshold بتاعة الإشارة هذه نفترض خمسة micro volt", "tokens": [3555, 2655, 2655, 5016, 2407, 8592, 6156, 28814, 15730, 4032, 36520, 2655, 5296, 14678, 20449, 9957, 12174, 32640, 3660, 20449, 9957, 3660, 9154, 2423, 14678, 15844, 23032, 12610, 39896, 8717, 36178, 2423, 1772, 8717, 36178, 11296, 39894, 25957, 1211, 17709, 39894, 25957, 1211, 8717, 3555, 11242, 3660, 37495, 22653, 39894, 2655, 5016, 31747, 4724, 5016, 1829, 12984, 16472, 3224, 1975, 2655, 29973, 2288, 21542, 31747, 3660, 39894, 995, 34268, 11296, 9122, 33456, 3224, 1975, 25957, 1211, 31371, 8717, 36178, 11296, 11933, 8592, 9640, 3660, 39896, 12610, 3215, 2655, 11933, 8592, 9640, 3660, 44945, 16606, 15844, 2423, 15743, 13672, 1829, 1975, 2655, 7435, 2304, 3615, 14407, 45164, 1975, 5172, 2655, 43042, 8315, 2423, 15743, 11778, 12610, 3660, 2423, 14678, 39894, 995, 27884, 33688, 8592, 9640, 3660, 29538, 8717, 5172, 2655, 43042, 16490, 2304, 3794, 3660, 4532, 5962], "avg_logprob": -0.17233120786012524, "compression_ratio": 1.8888888888888888, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 570.4499999999999, "end": 571.17, "word": "بتتحوش", "probability": 0.8429361979166666}, {"start": 571.17, "end": 571.89, "word": " فإذا", "probability": 0.8798828125}, {"start": 571.89, "end": 572.27, "word": " وصلت", "probability": 0.98779296875}, {"start": 572.27, "end": 572.33, "word": " ل", "probability": 0.94140625}, {"start": 572.33, "end": 572.65, "word": " threshold", "probability": 0.31494140625}, {"start": 572.65, "end": 573.35, "word": " معين", "probability": 0.931884765625}, {"start": 573.35, "end": 573.95, "word": " قيمة", "probability": 0.94384765625}, {"start": 573.95, "end": 574.43, "word": " معينة", "probability": 0.9567057291666666}, {"start": 574.43, "end": 574.59, "word": " من", "probability": 0.92529296875}, {"start": 574.59, "end": 575.03, "word": " ال", "probability": 0.90185546875}, {"start": 575.03, "end": 575.51, "word": " threshold", "probability": 0.277587890625}, {"start": 575.51, "end": 576.07, "word": " على", "probability": 0.8125}, {"start": 576.07, "end": 576.43, "word": " طول", "probability": 0.986083984375}, {"start": 576.43, "end": 576.81, "word": " هي", "probability": 0.525390625}, {"start": 576.81, "end": 577.09, "word": " نفس", "probability": 0.956298828125}, {"start": 577.09, "end": 577.27, "word": " ال", "probability": 0.7255859375}, {"start": 577.27, "end": 578.73, "word": " body", "probability": 0.74462890625}, {"start": 578.73, "end": 579.05, "word": " نفسها", "probability": 0.9033203125}, {"start": 579.05, "end": 579.41, "word": " بتعمل", "probability": 0.9632161458333334}, {"start": 579.41, "end": 579.75, "word": " pulse", "probability": 0.139404296875}, {"start": 579.75, "end": 580.51, "word": " بتعمل", "probability": 0.8963216145833334}, {"start": 580.51, "end": 580.97, "word": " نبضة", "probability": 0.983154296875}, {"start": 580.97, "end": 581.33, "word": " يعني", "probability": 0.83447265625}, {"start": 581.33, "end": 581.99, "word": " بتتحرك", "probability": 0.9705810546875}, {"start": 581.99, "end": 582.51, "word": " بحيث", "probability": 0.987060546875}, {"start": 582.51, "end": 582.73, "word": " انه", "probability": 0.7132568359375}, {"start": 582.73, "end": 583.35, "word": " اتمرر", "probability": 0.8699951171875}, {"start": 583.35, "end": 583.85, "word": " الحركة", "probability": 0.8533528645833334}, {"start": 583.85, "end": 584.15, "word": " بتاعتها", "probability": 0.9410400390625}, {"start": 584.15, "end": 584.75, "word": " كأنه", "probability": 0.9140625}, {"start": 584.75, "end": 585.57, "word": " اعملتي", "probability": 0.7523193359375}, {"start": 585.57, "end": 585.93, "word": " نفسها", "probability": 0.7037760416666666}, {"start": 585.93, "end": 586.27, "word": " إشارة", "probability": 0.9229736328125}, {"start": 586.27, "end": 586.83, "word": " هيولدت", "probability": 0.807373046875}, {"start": 586.83, "end": 587.17, "word": " إشارة", "probability": 0.9822998046875}, {"start": 587.17, "end": 587.47, "word": " بناء", "probability": 0.964111328125}, {"start": 587.47, "end": 587.67, "word": " على", "probability": 0.78271484375}, {"start": 587.67, "end": 587.81, "word": " ال", "probability": 0.98095703125}, {"start": 587.81, "end": 588.09, "word": " inputs", "probability": 0.75537109375}, {"start": 588.09, "end": 588.39, "word": " اللي", "probability": 0.95947265625}, {"start": 588.39, "end": 589.17, "word": " اتجمعوا", "probability": 0.9032389322916666}, {"start": 589.17, "end": 589.39, "word": " لو", "probability": 0.81640625}, {"start": 589.39, "end": 589.83, "word": " افترضنا", "probability": 0.97431640625}, {"start": 589.83, "end": 589.91, "word": " ال", "probability": 0.97119140625}, {"start": 589.91, "end": 590.19, "word": " inputs", "probability": 0.9287109375}, {"start": 590.19, "end": 590.87, "word": " دولة", "probability": 0.8180338541666666}, {"start": 590.87, "end": 590.95, "word": " ال", "probability": 0.5322265625}, {"start": 590.95, "end": 591.29, "word": " threshold", "probability": 0.93505859375}, {"start": 591.29, "end": 591.73, "word": " بتاعة", "probability": 0.8841145833333334}, {"start": 591.73, "end": 592.33, "word": " الإشارة", "probability": 0.975830078125}, {"start": 592.33, "end": 592.53, "word": " هذه", "probability": 0.69970703125}, {"start": 592.53, "end": 592.85, "word": " نفترض", "probability": 0.7376708984375}, {"start": 592.85, "end": 593.77, "word": " خمسة", "probability": 0.812744140625}, {"start": 593.77, "end": 594.05, "word": " micro", "probability": 0.88037109375}, {"start": 594.05, "end": 594.41, "word": " volt", "probability": 0.452392578125}], "temperature": 1.0}, {"id": 26, "seek": 62133, "start": 595.03, "end": 621.33, "text": "for example كويس لو جمعت أربعة مش هتعطي pulse لو جمعت خمسة فما فوق هتعطي pulse فال pulse هدا هيمر في ال output تبعها اللي هو اللي بنسميه ال axon وين هيروح؟ هيروح ل dendrites أخرى ل خلايا عصبية أخرى طيب الخلايا العصبية هذه هي حقيقة مستقلة بصراحة هي بصراحة مستقلة ولكن هنا في dendrites لها لل output تبعها تشعوبات", "tokens": [2994, 1365, 9122, 45865, 3794, 45164, 10874, 2304, 34268, 5551, 25513, 27884, 37893, 8032, 2655, 3615, 9566, 1829, 17709, 45164, 10874, 2304, 34268, 16490, 2304, 3794, 3660, 6156, 15042, 6156, 30543, 8032, 2655, 3615, 9566, 1829, 17709, 6156, 6027, 17709, 8032, 28259, 39896, 29973, 8978, 2423, 5598, 6055, 3555, 3615, 11296, 13672, 1829, 31439, 13672, 1829, 44945, 38251, 1829, 3224, 2423, 6360, 266, 4032, 9957, 39896, 32887, 5016, 22807, 39896, 32887, 5016, 5296, 274, 521, 30931, 5551, 34740, 7578, 5296, 16490, 15040, 25528, 6225, 9381, 3555, 10632, 5551, 34740, 7578, 23032, 1829, 3555, 33962, 15040, 25528, 18863, 9381, 3555, 10632, 29538, 39896, 11331, 38436, 28671, 3714, 14851, 4587, 37977, 4724, 9381, 23557, 5016, 3660, 39896, 4724, 9381, 23557, 5016, 3660, 3714, 14851, 4587, 37977, 35525, 19452, 34105, 8978, 274, 521, 30931, 5296, 11296, 24976, 5598, 6055, 3555, 3615, 11296, 6055, 8592, 3615, 37746, 9307], "avg_logprob": -0.16551724631210854, "compression_ratio": 1.9090909090909092, "no_speech_prob": 1.4901161193847656e-06, "words": [{"start": 595.03, "end": 595.27, "word": "for", "probability": 0.2296142578125}, {"start": 595.27, "end": 595.69, "word": " example", "probability": 0.96484375}, {"start": 595.69, "end": 596.39, "word": " كويس", "probability": 0.7159016927083334}, {"start": 596.39, "end": 596.59, "word": " لو", "probability": 0.78369140625}, {"start": 596.59, "end": 597.09, "word": " جمعت", "probability": 0.9866536458333334}, {"start": 597.09, "end": 597.61, "word": " أربعة", "probability": 0.82763671875}, {"start": 597.61, "end": 597.83, "word": " مش", "probability": 0.93994140625}, {"start": 597.83, "end": 598.23, "word": " هتعطي", "probability": 0.951171875}, {"start": 598.23, "end": 598.47, "word": " pulse", "probability": 0.369140625}, {"start": 598.47, "end": 598.95, "word": " لو", "probability": 0.857421875}, {"start": 598.95, "end": 599.43, "word": " جمعت", "probability": 0.98974609375}, {"start": 599.43, "end": 600.21, "word": " خمسة", "probability": 0.9620361328125}, {"start": 600.21, "end": 600.59, "word": " فما", "probability": 0.8330078125}, {"start": 600.59, "end": 600.93, "word": " فوق", "probability": 0.98486328125}, {"start": 600.93, "end": 601.41, "word": " هتعطي", "probability": 0.96943359375}, {"start": 601.41, "end": 601.63, "word": " pulse", "probability": 0.9267578125}, {"start": 601.63, "end": 602.21, "word": " فال", "probability": 0.85546875}, {"start": 602.21, "end": 602.47, "word": " pulse", "probability": 0.8486328125}, {"start": 602.47, "end": 602.63, "word": " هدا", "probability": 0.50439453125}, {"start": 602.63, "end": 603.01, "word": " هيمر", "probability": 0.8037109375}, {"start": 603.01, "end": 603.13, "word": " في", "probability": 0.85546875}, {"start": 603.13, "end": 603.23, "word": " ال", "probability": 0.36865234375}, {"start": 603.23, "end": 603.47, "word": " output", "probability": 0.98583984375}, {"start": 603.47, "end": 603.83, "word": " تبعها", "probability": 0.7864990234375}, {"start": 603.83, "end": 603.93, "word": " اللي", "probability": 0.9541015625}, {"start": 603.93, "end": 604.01, "word": " هو", "probability": 0.662109375}, {"start": 604.01, "end": 604.09, "word": " اللي", "probability": 0.979248046875}, {"start": 604.09, "end": 604.43, "word": " بنسميه", "probability": 0.7674560546875}, {"start": 604.43, "end": 604.47, "word": " ال", "probability": 0.4208984375}, {"start": 604.47, "end": 604.87, "word": " axon", "probability": 0.717041015625}, {"start": 604.87, "end": 605.47, "word": " وين", "probability": 0.93359375}, {"start": 605.47, "end": 606.19, "word": " هيروح؟", "probability": 0.8399658203125}, {"start": 606.19, "end": 606.73, "word": " هيروح", "probability": 0.9641927083333334}, {"start": 606.73, "end": 607.09, "word": " ل", "probability": 0.97412109375}, {"start": 607.09, "end": 607.77, "word": " dendrites", "probability": 0.7444661458333334}, {"start": 607.77, "end": 608.69, "word": " أخرى", "probability": 0.9754231770833334}, {"start": 608.69, "end": 608.83, "word": " ل", "probability": 0.71728515625}, {"start": 608.83, "end": 611.49, "word": " خلايا", "probability": 0.7569986979166666}, {"start": 611.49, "end": 611.97, "word": " عصبية", "probability": 0.9669189453125}, {"start": 611.97, "end": 612.45, "word": " أخرى", "probability": 0.9729817708333334}, {"start": 612.45, "end": 612.93, "word": " طيب", "probability": 0.9090169270833334}, {"start": 612.93, "end": 613.45, "word": " الخلايا", "probability": 0.9567057291666666}, {"start": 613.45, "end": 613.91, "word": " العصبية", "probability": 0.97802734375}, {"start": 613.91, "end": 614.25, "word": " هذه", "probability": 0.572265625}, {"start": 614.25, "end": 614.87, "word": " هي", "probability": 0.9453125}, {"start": 614.87, "end": 615.49, "word": " حقيقة", "probability": 0.95654296875}, {"start": 615.49, "end": 616.09, "word": " مستقلة", "probability": 0.9755859375}, {"start": 616.09, "end": 616.59, "word": " بصراحة", "probability": 0.994921875}, {"start": 616.59, "end": 616.95, "word": " هي", "probability": 0.73681640625}, {"start": 616.95, "end": 617.33, "word": " بصراحة", "probability": 0.99248046875}, {"start": 617.33, "end": 617.87, "word": " مستقلة", "probability": 0.9859619140625}, {"start": 617.87, "end": 618.41, "word": " ولكن", "probability": 0.873046875}, {"start": 618.41, "end": 618.57, "word": " هنا", "probability": 0.98583984375}, {"start": 618.57, "end": 618.73, "word": " في", "probability": 0.92138671875}, {"start": 618.73, "end": 619.33, "word": " dendrites", "probability": 0.8074544270833334}, {"start": 619.33, "end": 619.89, "word": " لها", "probability": 0.655517578125}, {"start": 619.89, "end": 620.07, "word": " لل", "probability": 0.77978515625}, {"start": 620.07, "end": 620.27, "word": " output", "probability": 0.9931640625}, {"start": 620.27, "end": 620.73, "word": " تبعها", "probability": 0.94091796875}, {"start": 620.73, "end": 621.33, "word": " تشعوبات", "probability": 0.9427734375}], "temperature": 1.0}, {"id": 27, "seek": 64061, "start": 622.09, "end": 640.61, "text": "هل اعطت تأثير لـDendrites مستقبلات خلية أخرى ولا لأ؟ هذا بتتم من خلال الـSynapses أو المشابك، هل صار فعلا في شبك بين الخلية الأولى أو السل الأولى، الـNeuron الأولى و الـNeuron التانية ولا لأ؟ من خلال الـNode هذه، الـNode هذه هي الـSynapse", "tokens": [3224, 1211, 1975, 3615, 9566, 2655, 6055, 10721, 12984, 13546, 5296, 39184, 35, 521, 30931, 3714, 14851, 4587, 3555, 1211, 9307, 16490, 1211, 10632, 5551, 34740, 7578, 49429, 5296, 10721, 22807, 23758, 39894, 39237, 9154, 16490, 1211, 6027, 2423, 39184, 50, 2534, 2382, 279, 34051, 9673, 8592, 16758, 4117, 12399, 8032, 1211, 20328, 9640, 6156, 3615, 15040, 8978, 13412, 3555, 4117, 49374, 33962, 1211, 10632, 16247, 12610, 7578, 34051, 21136, 1211, 16247, 12610, 7578, 12399, 2423, 39184, 45, 13629, 266, 16247, 12610, 7578, 4032, 2423, 39184, 45, 13629, 266, 16712, 7649, 10632, 49429, 5296, 10721, 22807, 9154, 16490, 1211, 6027, 2423, 39184, 45, 1429, 29538, 12399, 2423, 39184, 45, 1429, 29538, 39896, 2423, 39184, 50, 2534, 11145], "avg_logprob": -0.18749999621156918, "compression_ratio": 1.8271028037383177, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 622.09, "end": 622.51, "word": "هل", "probability": 0.984619140625}, {"start": 622.51, "end": 623.11, "word": " اعطت", "probability": 0.8785400390625}, {"start": 623.11, "end": 624.37, "word": " تأثير", "probability": 0.995361328125}, {"start": 624.37, "end": 625.37, "word": " لـDendrites", "probability": 0.593798828125}, {"start": 625.37, "end": 626.99, "word": " مستقبلات", "probability": 0.8597005208333334}, {"start": 626.99, "end": 627.81, "word": " خلية", "probability": 0.9627278645833334}, {"start": 627.81, "end": 628.19, "word": " أخرى", "probability": 0.82666015625}, {"start": 628.19, "end": 628.31, "word": " ولا", "probability": 0.62451171875}, {"start": 628.31, "end": 628.99, "word": " لأ؟", "probability": 0.7731119791666666}, {"start": 628.99, "end": 629.29, "word": " هذا", "probability": 0.80810546875}, {"start": 629.29, "end": 629.65, "word": " بتتم", "probability": 0.78857421875}, {"start": 629.65, "end": 629.79, "word": " من", "probability": 0.99560546875}, {"start": 629.79, "end": 630.17, "word": " خلال", "probability": 0.9959309895833334}, {"start": 630.17, "end": 630.97, "word": " الـSynapses", "probability": 0.8434244791666666}, {"start": 630.97, "end": 631.33, "word": " أو", "probability": 0.70263671875}, {"start": 631.33, "end": 631.93, "word": " المشابك،", "probability": 0.825048828125}, {"start": 631.93, "end": 632.11, "word": " هل", "probability": 0.947265625}, {"start": 632.11, "end": 632.31, "word": " صار", "probability": 0.947998046875}, {"start": 632.31, "end": 632.59, "word": " فعلا", "probability": 0.9078776041666666}, {"start": 632.59, "end": 632.75, "word": " في", "probability": 0.66015625}, {"start": 632.75, "end": 633.11, "word": " شبك", "probability": 0.9894205729166666}, {"start": 633.11, "end": 633.41, "word": " بين", "probability": 0.97705078125}, {"start": 633.41, "end": 634.21, "word": " الخلية", "probability": 0.9597981770833334}, {"start": 634.21, "end": 634.67, "word": " الأولى", "probability": 0.9895833333333334}, {"start": 634.67, "end": 635.13, "word": " أو", "probability": 0.875}, {"start": 635.13, "end": 635.43, "word": " السل", "probability": 0.68701171875}, {"start": 635.43, "end": 635.79, "word": " الأولى،", "probability": 0.804931640625}, {"start": 635.79, "end": 636.07, "word": " الـNeuron", "probability": 0.717138671875}, {"start": 636.07, "end": 636.39, "word": " الأولى", "probability": 0.98876953125}, {"start": 636.39, "end": 636.47, "word": " و", "probability": 0.576171875}, {"start": 636.47, "end": 636.85, "word": " الـNeuron", "probability": 0.745068359375}, {"start": 636.85, "end": 637.15, "word": " التانية", "probability": 0.8251953125}, {"start": 637.15, "end": 637.31, "word": " ولا", "probability": 0.66552734375}, {"start": 637.31, "end": 637.75, "word": " لأ؟", "probability": 0.88818359375}, {"start": 637.75, "end": 637.93, "word": " من", "probability": 0.96435546875}, {"start": 637.93, "end": 638.19, "word": " خلال", "probability": 0.9959309895833334}, {"start": 638.19, "end": 638.47, "word": " الـNode", "probability": 0.777587890625}, {"start": 638.47, "end": 638.69, "word": " هذه،", "probability": 0.80224609375}, {"start": 638.69, "end": 638.91, "word": " الـNode", "probability": 0.9180908203125}, {"start": 638.91, "end": 639.19, "word": " هذه", "probability": 0.96240234375}, {"start": 639.19, "end": 639.67, "word": " هي", "probability": 0.966796875}, {"start": 639.67, "end": 640.61, "word": " الـSynapse", "probability": 0.94228515625}], "temperature": 1.0}, {"id": 28, "seek": 66300, "start": 641.38, "end": 663.0, "text": "والـ Synapse هذا بيعتمد على أمور كتيرة الحقيقة، بيعتمد على ال .. ال .. أحياناً الوراثة، بيعتمد على البيئة نفسها، بيعتمد هل أنا نمت بشكل كويس، فمعنى ذلك أنه أعطيت مجال لبناء الخلايا العصبية عندي بشكل مناسب، مش مرهقة، هل أنا ماكل كويس ففعلا وصلت المواد", "tokens": [2407, 6027, 39184, 26155, 11145, 23758, 4724, 1829, 34268, 2304, 3215, 15844, 5551, 2304, 13063, 9122, 2655, 48923, 21542, 38436, 28671, 12399, 4724, 1829, 34268, 2304, 3215, 15844, 2423, 4386, 2423, 4386, 5551, 5016, 1829, 7649, 995, 14111, 2423, 13063, 5718, 104, 3660, 12399, 4724, 1829, 34268, 2304, 3215, 15844, 2423, 21292, 19986, 3660, 8717, 36178, 11296, 12399, 4724, 1829, 34268, 2304, 3215, 8032, 1211, 41850, 8717, 2304, 2655, 4724, 8592, 28820, 9122, 45865, 3794, 12399, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 14739, 3224, 5551, 3615, 9566, 36081, 3714, 7435, 6027, 5296, 3555, 1863, 16606, 33962, 15040, 25528, 18863, 9381, 3555, 10632, 18871, 16254, 4724, 8592, 28820, 3714, 8315, 35457, 12399, 37893, 3714, 2288, 3224, 28671, 12399, 8032, 1211, 41850, 3714, 995, 28820, 9122, 45865, 3794, 6156, 5172, 3615, 15040, 4032, 36520, 2655, 9673, 14407, 3215], "avg_logprob": -0.12069746646760167, "compression_ratio": 1.8734177215189873, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 641.38, "end": 641.74, "word": "والـ", "probability": 0.6043294270833334}, {"start": 641.74, "end": 641.98, "word": " Synapse", "probability": 0.764892578125}, {"start": 641.98, "end": 642.14, "word": " هذا", "probability": 0.63525390625}, {"start": 642.14, "end": 642.52, "word": " بيعتمد", "probability": 0.9708984375}, {"start": 642.52, "end": 642.64, "word": " على", "probability": 0.7734375}, {"start": 642.64, "end": 642.88, "word": " أمور", "probability": 0.9762369791666666}, {"start": 642.88, "end": 643.16, "word": " كتيرة", "probability": 0.8795572916666666}, {"start": 643.16, "end": 643.94, "word": " الحقيقة،", "probability": 0.80706787109375}, {"start": 643.94, "end": 644.42, "word": " بيعتمد", "probability": 0.98349609375}, {"start": 644.42, "end": 644.64, "word": " على", "probability": 0.8759765625}, {"start": 644.64, "end": 646.04, "word": " ال", "probability": 0.494140625}, {"start": 646.04, "end": 646.76, "word": " ..", "probability": 0.92236328125}, {"start": 646.76, "end": 646.98, "word": " ال", "probability": 0.55126953125}, {"start": 646.98, "end": 647.08, "word": " ..", "probability": 0.8623046875}, {"start": 647.08, "end": 647.5, "word": " أحياناً", "probability": 0.9098307291666666}, {"start": 647.5, "end": 648.08, "word": " الوراثة،", "probability": 0.9318033854166666}, {"start": 648.08, "end": 648.58, "word": " بيعتمد", "probability": 0.98671875}, {"start": 648.58, "end": 648.88, "word": " على", "probability": 0.95703125}, {"start": 648.88, "end": 649.58, "word": " البيئة", "probability": 0.9864501953125}, {"start": 649.58, "end": 650.18, "word": " نفسها،", "probability": 0.9923095703125}, {"start": 650.18, "end": 650.62, "word": " بيعتمد", "probability": 0.99140625}, {"start": 650.62, "end": 650.82, "word": " هل", "probability": 0.949462890625}, {"start": 650.82, "end": 651.04, "word": " أنا", "probability": 0.94091796875}, {"start": 651.04, "end": 652.46, "word": " نمت", "probability": 0.9230143229166666}, {"start": 652.46, "end": 652.82, "word": " بشكل", "probability": 0.9964192708333334}, {"start": 652.82, "end": 653.3, "word": " كويس،", "probability": 0.893798828125}, {"start": 653.3, "end": 653.64, "word": " فمعنى", "probability": 0.88603515625}, {"start": 653.64, "end": 653.88, "word": " ذلك", "probability": 0.99560546875}, {"start": 653.88, "end": 654.38, "word": " أنه", "probability": 0.722900390625}, {"start": 654.38, "end": 655.1, "word": " أعطيت", "probability": 0.8817138671875}, {"start": 655.1, "end": 655.72, "word": " مجال", "probability": 0.99560546875}, {"start": 655.72, "end": 656.5, "word": " لبناء", "probability": 0.982666015625}, {"start": 656.5, "end": 657.3, "word": " الخلايا", "probability": 0.9661458333333334}, {"start": 657.3, "end": 657.9, "word": " العصبية", "probability": 0.9803466796875}, {"start": 657.9, "end": 658.14, "word": " عندي", "probability": 0.67822265625}, {"start": 658.14, "end": 658.46, "word": " بشكل", "probability": 0.99072265625}, {"start": 658.46, "end": 659.16, "word": " مناسب،", "probability": 0.9339599609375}, {"start": 659.16, "end": 659.46, "word": " مش", "probability": 0.98046875}, {"start": 659.46, "end": 660.36, "word": " مرهقة،", "probability": 0.93369140625}, {"start": 660.36, "end": 660.58, "word": " هل", "probability": 0.986328125}, {"start": 660.58, "end": 660.8, "word": " أنا", "probability": 0.8505859375}, {"start": 660.8, "end": 661.14, "word": " ماكل", "probability": 0.6087239583333334}, {"start": 661.14, "end": 661.6, "word": " كويس", "probability": 0.9949544270833334}, {"start": 661.6, "end": 662.04, "word": " ففعلا", "probability": 0.782470703125}, {"start": 662.04, "end": 662.46, "word": " وصلت", "probability": 0.8284505208333334}, {"start": 662.46, "end": 663.0, "word": " المواد", "probability": 0.9798177083333334}], "temperature": 1.0}, {"id": 29, "seek": 68778, "start": 664.1, "end": 687.78, "text": "الاملاح والمعادن المطلوبة والمواد المطلوبة لأيونات الكهربائية لأن كل مكان فيه أيونات كهربائية هتزود قيمة ال connections هذه هتزود قيمة أن يكون فيه اتصال لما تطلع هنا pulse تنتقل من خلال الأيونات لالمستقبلات ال cell أو ال body cell التانية", "tokens": [6027, 10943, 15040, 5016, 16070, 2304, 3615, 18513, 1863, 9673, 9566, 1211, 37746, 3660, 16070, 2304, 14407, 3215, 9673, 9566, 1211, 37746, 3660, 5296, 10721, 1829, 2407, 8315, 2655, 33251, 3224, 25513, 16373, 10632, 5296, 33456, 28242, 3714, 41361, 8978, 3224, 36632, 2407, 8315, 2655, 9122, 3224, 25513, 16373, 10632, 8032, 2655, 11622, 23328, 12174, 32640, 3660, 2423, 9271, 29538, 8032, 2655, 11622, 23328, 12174, 32640, 3660, 14739, 7251, 30544, 8978, 3224, 1975, 2655, 9381, 6027, 5296, 15042, 6055, 9566, 1211, 3615, 34105, 17709, 6055, 29399, 4587, 1211, 9154, 16490, 1211, 6027, 16247, 1829, 2407, 8315, 2655, 5296, 45340, 14851, 4587, 36150, 9307, 2423, 2815, 34051, 2423, 1772, 2815, 16712, 7649, 10632], "avg_logprob": -0.14297565738711737, "compression_ratio": 1.9476190476190476, "no_speech_prob": 5.364418029785156e-07, "words": [{"start": 664.1, "end": 664.94, "word": "الاملاح", "probability": 0.81048583984375}, {"start": 664.94, "end": 665.52, "word": " والمعادن", "probability": 0.90654296875}, {"start": 665.52, "end": 666.22, "word": " المطلوبة", "probability": 0.97294921875}, {"start": 666.22, "end": 667.06, "word": " والمواد", "probability": 0.8648681640625}, {"start": 667.06, "end": 667.86, "word": " المطلوبة", "probability": 0.98896484375}, {"start": 667.86, "end": 669.86, "word": " لأيونات", "probability": 0.7384847005208334}, {"start": 669.86, "end": 670.9, "word": " الكهربائية", "probability": 0.9798828125}, {"start": 670.9, "end": 671.5, "word": " لأن", "probability": 0.802978515625}, {"start": 671.5, "end": 671.8, "word": " كل", "probability": 0.7841796875}, {"start": 671.8, "end": 672.18, "word": " مكان", "probability": 0.831298828125}, {"start": 672.18, "end": 672.46, "word": " فيه", "probability": 0.82763671875}, {"start": 672.46, "end": 672.82, "word": " أيونات", "probability": 0.910888671875}, {"start": 672.82, "end": 673.56, "word": " كهربائية", "probability": 0.992578125}, {"start": 673.56, "end": 674.82, "word": " هتزود", "probability": 0.8394775390625}, {"start": 674.82, "end": 675.24, "word": " قيمة", "probability": 0.9973958333333334}, {"start": 675.24, "end": 675.32, "word": " ال", "probability": 0.9853515625}, {"start": 675.32, "end": 675.68, "word": " connections", "probability": 0.80810546875}, {"start": 675.68, "end": 676.1, "word": " هذه", "probability": 0.650390625}, {"start": 676.1, "end": 677.0, "word": " هتزود", "probability": 0.85638427734375}, {"start": 677.0, "end": 677.36, "word": " قيمة", "probability": 0.9952799479166666}, {"start": 677.36, "end": 677.48, "word": " أن", "probability": 0.42431640625}, {"start": 677.48, "end": 677.86, "word": " يكون", "probability": 0.78515625}, {"start": 677.86, "end": 678.28, "word": " فيه", "probability": 0.707275390625}, {"start": 678.28, "end": 678.88, "word": " اتصال", "probability": 0.9791259765625}, {"start": 678.88, "end": 679.04, "word": " لما", "probability": 0.84033203125}, {"start": 679.04, "end": 679.36, "word": " تطلع", "probability": 0.9912109375}, {"start": 679.36, "end": 679.56, "word": " هنا", "probability": 0.91064453125}, {"start": 679.56, "end": 679.92, "word": " pulse", "probability": 0.48193359375}, {"start": 679.92, "end": 681.1, "word": " تنتقل", "probability": 0.9757080078125}, {"start": 681.1, "end": 681.36, "word": " من", "probability": 0.9970703125}, {"start": 681.36, "end": 681.72, "word": " خلال", "probability": 0.98779296875}, {"start": 681.72, "end": 682.5, "word": " الأيونات", "probability": 0.88447265625}, {"start": 682.5, "end": 685.18, "word": " لالمستقبلات", "probability": 0.817138671875}, {"start": 685.18, "end": 685.44, "word": " ال", "probability": 0.8017578125}, {"start": 685.44, "end": 685.7, "word": " cell", "probability": 0.90478515625}, {"start": 685.7, "end": 686.18, "word": " أو", "probability": 0.7294921875}, {"start": 686.18, "end": 686.38, "word": " ال", "probability": 0.76708984375}, {"start": 686.38, "end": 686.66, "word": " body", "probability": 0.9208984375}, {"start": 686.66, "end": 687.1, "word": " cell", "probability": 0.9208984375}, {"start": 687.1, "end": 687.78, "word": " التانية", "probability": 0.97509765625}], "temperature": 1.0}, {"id": 30, "seek": 70732, "start": 688.8, "end": 707.32, "text": "الحقيقة بالضبط زي البطارية، البطارية عشان ينتقل من القطب الموجة إلى القطب السالب، مجموعة الأيونات هذه، بدها المحلول الحمضي، هو ده نفسه تماما اللي بيصير جسمنا بيولد هذه المعادن و هذه الأحماض و الأملاح و إلى أخره و بعض العناصر اللي من أساسها", "tokens": [6027, 5016, 38436, 28671, 20666, 11242, 3555, 9566, 30767, 1829, 29739, 9566, 9640, 10632, 12399, 29739, 9566, 9640, 10632, 6225, 8592, 7649, 7251, 29399, 4587, 1211, 9154, 25062, 9566, 3555, 9673, 29245, 3660, 30731, 25062, 9566, 3555, 21136, 6027, 3555, 12399, 3714, 7435, 2304, 2407, 27884, 16247, 1829, 2407, 8315, 2655, 29538, 12399, 47525, 11296, 9673, 5016, 1211, 12610, 21542, 2304, 11242, 1829, 12399, 31439, 11778, 3224, 8717, 36178, 3224, 46811, 10943, 995, 13672, 1829, 4724, 1829, 9381, 13546, 10874, 38251, 8315, 4724, 1829, 12610, 3215, 29538, 9673, 3615, 18513, 1863, 4032, 29538, 16247, 35571, 46958, 4032, 16247, 42213, 39319, 4032, 30731, 5551, 34740, 3224, 4032, 45030, 11242, 18863, 1863, 33546, 2288, 13672, 1829, 9154, 5551, 3794, 32277, 11296], "avg_logprob": -0.13359375496705372, "compression_ratio": 1.9728506787330318, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 688.8, "end": 689.3, "word": "الحقيقة", "probability": 0.9901123046875}, {"start": 689.3, "end": 689.84, "word": " بالضبط", "probability": 0.9208984375}, {"start": 689.84, "end": 690.3, "word": " زي", "probability": 0.839111328125}, {"start": 690.3, "end": 692.4, "word": " البطارية،", "probability": 0.82451171875}, {"start": 692.4, "end": 692.94, "word": " البطارية", "probability": 0.9931640625}, {"start": 692.94, "end": 693.24, "word": " عشان", "probability": 0.9689127604166666}, {"start": 693.24, "end": 693.64, "word": " ينتقل", "probability": 0.9759521484375}, {"start": 693.64, "end": 693.76, "word": " من", "probability": 0.9873046875}, {"start": 693.76, "end": 694.06, "word": " القطب", "probability": 0.9435221354166666}, {"start": 694.06, "end": 694.36, "word": " الموجة", "probability": 0.7316487630208334}, {"start": 694.36, "end": 694.42, "word": " إلى", "probability": 0.59130859375}, {"start": 694.42, "end": 694.74, "word": " القطب", "probability": 0.9845377604166666}, {"start": 694.74, "end": 695.1, "word": " السالب،", "probability": 0.77679443359375}, {"start": 695.1, "end": 695.38, "word": " مجموعة", "probability": 0.951171875}, {"start": 695.38, "end": 695.8, "word": " الأيونات", "probability": 0.81650390625}, {"start": 695.8, "end": 696.36, "word": " هذه،", "probability": 0.736083984375}, {"start": 696.36, "end": 696.62, "word": " بدها", "probability": 0.907958984375}, {"start": 696.62, "end": 697.28, "word": " المحلول", "probability": 0.9915771484375}, {"start": 697.28, "end": 698.82, "word": " الحمضي،", "probability": 0.91845703125}, {"start": 698.82, "end": 698.96, "word": " هو", "probability": 0.91748046875}, {"start": 698.96, "end": 699.12, "word": " ده", "probability": 0.82861328125}, {"start": 699.12, "end": 699.44, "word": " نفسه", "probability": 0.998046875}, {"start": 699.44, "end": 699.82, "word": " تماما", "probability": 0.9674479166666666}, {"start": 699.82, "end": 699.92, "word": " اللي", "probability": 0.927001953125}, {"start": 699.92, "end": 700.3, "word": " بيصير", "probability": 0.976806640625}, {"start": 700.3, "end": 701.12, "word": " جسمنا", "probability": 0.8321940104166666}, {"start": 701.12, "end": 701.98, "word": " بيولد", "probability": 0.946044921875}, {"start": 701.98, "end": 702.58, "word": " هذه", "probability": 0.98583984375}, {"start": 702.58, "end": 703.26, "word": " المعادن", "probability": 0.98046875}, {"start": 703.26, "end": 703.34, "word": " و", "probability": 0.5087890625}, {"start": 703.34, "end": 703.6, "word": " هذه", "probability": 0.439453125}, {"start": 703.6, "end": 704.78, "word": " الأحماض", "probability": 0.8361002604166666}, {"start": 704.78, "end": 704.88, "word": " و", "probability": 0.5703125}, {"start": 704.88, "end": 705.32, "word": " الأملاح", "probability": 0.7890625}, {"start": 705.32, "end": 705.46, "word": " و", "probability": 0.98486328125}, {"start": 705.46, "end": 705.58, "word": " إلى", "probability": 0.5703125}, {"start": 705.58, "end": 705.9, "word": " أخره", "probability": 0.8142903645833334}, {"start": 705.9, "end": 705.98, "word": " و", "probability": 0.64892578125}, {"start": 705.98, "end": 706.16, "word": " بعض", "probability": 0.98486328125}, {"start": 706.16, "end": 706.6, "word": " العناصر", "probability": 0.9615478515625}, {"start": 706.6, "end": 706.72, "word": " اللي", "probability": 0.844970703125}, {"start": 706.72, "end": 706.84, "word": " من", "probability": 0.99462890625}, {"start": 706.84, "end": 707.32, "word": " أساسها", "probability": 0.9788818359375}], "temperature": 1.0}, {"id": 31, "seek": 72229, "start": 707.55, "end": 722.29, "text": "بشكل أساسي اللي بيفيدنا هنا هو الصوديوم البوتاسيوم الماجنسيوم كل هدولة عناصر الحقيقة تنتقل هنا عشان تزود عملية الايونات امتى بتزودها؟ اذا أنا ماااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااا", "tokens": [3555, 8592, 28820, 5551, 3794, 32277, 1829, 13672, 1829, 4724, 33911, 25708, 8315, 34105, 31439, 31767, 2407, 16254, 20498, 29739, 35473, 32277, 1829, 20498, 9673, 26108, 1863, 3794, 1829, 20498, 28242, 8032, 3215, 12610, 3660, 18871, 33546, 2288, 21542, 38436, 28671, 6055, 29399, 4587, 1211, 34105, 6225, 8592, 7649, 6055, 11622, 23328, 6225, 42213, 10632, 42963, 1829, 2407, 8315, 2655, 1975, 2304, 49975, 39894, 11622, 23328, 11296, 22807, 1975, 15730, 41850, 3714, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995, 995], "avg_logprob": -0.08166666666666667, "compression_ratio": 3.611464968152866, "no_speech_prob": 1.5676021575927734e-05, "words": [{"start": 707.55, "end": 708.11, "word": "بشكل", "probability": 0.904296875}, {"start": 708.11, "end": 708.53, "word": " أساسي", "probability": 0.9346923828125}, {"start": 708.53, "end": 708.69, "word": " اللي", "probability": 0.79443359375}, {"start": 708.69, "end": 709.09, "word": " بيفيدنا", "probability": 0.924072265625}, {"start": 709.09, "end": 709.29, "word": " هنا", "probability": 0.98291015625}, {"start": 709.29, "end": 709.55, "word": " هو", "probability": 0.94140625}, {"start": 709.55, "end": 710.41, "word": " الصوديوم", "probability": 0.68194580078125}, {"start": 710.41, "end": 711.25, "word": " البوتاسيوم", "probability": 0.844970703125}, {"start": 711.25, "end": 711.95, "word": " الماجنسيوم", "probability": 0.7835693359375}, {"start": 711.95, "end": 712.91, "word": " كل", "probability": 0.62548828125}, {"start": 712.91, "end": 713.39, "word": " هدولة", "probability": 0.820556640625}, {"start": 713.39, "end": 714.05, "word": " عناصر", "probability": 0.97900390625}, {"start": 714.05, "end": 714.51, "word": " الحقيقة", "probability": 0.9873046875}, {"start": 714.51, "end": 715.25, "word": " تنتقل", "probability": 0.8660888671875}, {"start": 715.25, "end": 715.41, "word": " هنا", "probability": 0.9765625}, {"start": 715.41, "end": 715.69, "word": " عشان", "probability": 0.97265625}, {"start": 715.69, "end": 716.19, "word": " تزود", "probability": 0.9202473958333334}, {"start": 716.19, "end": 716.57, "word": " عملية", "probability": 0.9856770833333334}, {"start": 716.57, "end": 717.11, "word": " الايونات", "probability": 0.796435546875}, {"start": 717.11, "end": 717.57, "word": " امتى", "probability": 0.757080078125}, {"start": 717.57, "end": 718.13, "word": " بتزودها؟", "probability": 0.892578125}, {"start": 718.13, "end": 718.19, "word": " اذا", "probability": 0.759033203125}, {"start": 718.19, "end": 718.33, "word": " أنا", "probability": 0.6259765625}, {"start": 718.33, "end": 722.29, "word": " ماااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااااا", "probability": 0.9678181168300654}], "temperature": 1.0}, {"id": 32, "seek": 74136, "start": 722.72, "end": 741.36, "text": "و كنت نايم نومة نيحة يعني فارتاح الجسم و عمل إعادة بناء لخلايا و مافطر كويس فبقى أجي مصحصح بكون مصحصح احنا بسميها مصحصح بمعنى إيش؟ ان انا مركز يعني قادر أفهم بشكل سريع فمعنى ذلك ان الخلايا العصبية عندى جيدة الاستقبال بحيث انها", "tokens": [2407, 9122, 29399, 8717, 995, 32640, 8717, 20498, 3660, 8717, 1829, 5016, 3660, 37495, 22653, 6156, 9640, 2655, 39319, 25724, 38251, 4032, 6225, 42213, 11933, 3615, 18513, 3660, 44945, 16606, 5296, 9778, 15040, 25528, 4032, 3714, 31845, 9566, 2288, 9122, 45865, 3794, 6156, 3555, 4587, 7578, 5551, 7435, 1829, 3714, 9381, 5016, 9381, 5016, 4724, 30544, 3714, 9381, 5016, 9381, 5016, 1975, 5016, 8315, 4724, 38251, 1829, 11296, 3714, 9381, 5016, 9381, 5016, 4724, 2304, 3615, 1863, 7578, 11933, 1829, 8592, 22807, 16472, 1975, 8315, 3714, 31747, 11622, 37495, 22653, 12174, 18513, 2288, 5551, 5172, 16095, 4724, 8592, 28820, 8608, 16572, 3615, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 16472, 33962, 15040, 25528, 18863, 9381, 3555, 10632, 43242, 7578, 10874, 25708, 3660, 42963, 14851, 4587, 3555, 6027, 4724, 5016, 1829, 12984, 16472, 11296], "avg_logprob": -0.16056435955549353, "compression_ratio": 1.8761467889908257, "no_speech_prob": 1.3113021850585938e-06, "words": [{"start": 722.72, "end": 722.86, "word": "و", "probability": 0.505859375}, {"start": 722.86, "end": 723.06, "word": " كنت", "probability": 0.7388916015625}, {"start": 723.06, "end": 723.26, "word": " نايم", "probability": 0.8929036458333334}, {"start": 723.26, "end": 723.62, "word": " نومة", "probability": 0.57275390625}, {"start": 723.62, "end": 724.14, "word": " نيحة", "probability": 0.72540283203125}, {"start": 724.14, "end": 724.4, "word": " يعني", "probability": 0.844482421875}, {"start": 724.4, "end": 725.2, "word": " فارتاح", "probability": 0.9163818359375}, {"start": 725.2, "end": 725.64, "word": " الجسم", "probability": 0.984375}, {"start": 725.64, "end": 725.96, "word": " و", "probability": 0.94921875}, {"start": 725.96, "end": 726.2, "word": " عمل", "probability": 0.851806640625}, {"start": 726.2, "end": 726.66, "word": " إعادة", "probability": 0.946533203125}, {"start": 726.66, "end": 727.0, "word": " بناء", "probability": 0.9775390625}, {"start": 727.0, "end": 727.56, "word": " لخلايا", "probability": 0.8419189453125}, {"start": 727.56, "end": 728.18, "word": " و", "probability": 0.90283203125}, {"start": 728.18, "end": 729.06, "word": " مافطر", "probability": 0.8121337890625}, {"start": 729.06, "end": 729.56, "word": " كويس", "probability": 0.9934895833333334}, {"start": 729.56, "end": 730.12, "word": " فبقى", "probability": 0.8585205078125}, {"start": 730.12, "end": 730.34, "word": " أجي", "probability": 0.7333170572916666}, {"start": 730.34, "end": 731.02, "word": " مصحصح", "probability": 0.89580078125}, {"start": 731.02, "end": 731.54, "word": " بكون", "probability": 0.84130859375}, {"start": 731.54, "end": 731.96, "word": " مصحصح", "probability": 0.99443359375}, {"start": 731.96, "end": 732.06, "word": " احنا", "probability": 0.7679036458333334}, {"start": 732.06, "end": 732.42, "word": " بسميها", "probability": 0.75506591796875}, {"start": 732.42, "end": 732.8, "word": " مصحصح", "probability": 0.99091796875}, {"start": 732.8, "end": 733.16, "word": " بمعنى", "probability": 0.972265625}, {"start": 733.16, "end": 733.4, "word": " إيش؟", "probability": 0.6783447265625}, {"start": 733.4, "end": 733.46, "word": " ان", "probability": 0.3779296875}, {"start": 733.46, "end": 733.92, "word": " انا", "probability": 0.804443359375}, {"start": 733.92, "end": 734.8, "word": " مركز", "probability": 0.9874674479166666}, {"start": 734.8, "end": 735.26, "word": " يعني", "probability": 0.92236328125}, {"start": 735.26, "end": 735.7, "word": " قادر", "probability": 0.98974609375}, {"start": 735.7, "end": 735.96, "word": " أفهم", "probability": 0.9412434895833334}, {"start": 735.96, "end": 736.36, "word": " بشكل", "probability": 0.99658203125}, {"start": 736.36, "end": 736.76, "word": " سريع", "probability": 0.9869791666666666}, {"start": 736.76, "end": 737.16, "word": " فمعنى", "probability": 0.9310546875}, {"start": 737.16, "end": 737.38, "word": " ذلك", "probability": 0.993408203125}, {"start": 737.38, "end": 737.54, "word": " ان", "probability": 0.472900390625}, {"start": 737.54, "end": 738.18, "word": " الخلايا", "probability": 0.8367513020833334}, {"start": 738.18, "end": 738.6, "word": " العصبية", "probability": 0.9482421875}, {"start": 738.6, "end": 739.12, "word": " عندى", "probability": 0.691162109375}, {"start": 739.12, "end": 739.76, "word": " جيدة", "probability": 0.9752604166666666}, {"start": 739.76, "end": 740.78, "word": " الاستقبال", "probability": 0.95732421875}, {"start": 740.78, "end": 741.14, "word": " بحيث", "probability": 0.96435546875}, {"start": 741.14, "end": 741.36, "word": " انها", "probability": 0.8408203125}], "temperature": 1.0}, {"id": 33, "seek": 76881, "start": 741.87, "end": 768.81, "text": "الاستقبال بيكون عندي وين هنا؟ من العين و ال hearing system و الأذن فبستقبل الناس اللي بتكلموا حوليا و بشوفهم و بكون قراراتي أسرع لكن في نهاية اليوم الواحد بيكون جعان، بيكون تعبان فبتقل هذه الأيونات أو العناصر اللي كانت عاملة أيونات موصلة فالواحد بيحس حاله منهك و تعبان و صعب جدا خليني أقول يستقبل المعلومة بشكل جيد", "tokens": [6027, 995, 14851, 4587, 3555, 6027, 4724, 1829, 30544, 18871, 16254, 4032, 9957, 34105, 22807, 9154, 18863, 9957, 4032, 2423, 4763, 1185, 4032, 16247, 8848, 1863, 6156, 3555, 14851, 4587, 36150, 2423, 8315, 3794, 13672, 1829, 39894, 4117, 19528, 14407, 11331, 12610, 25528, 4032, 4724, 8592, 38688, 16095, 4032, 4724, 30544, 12174, 2288, 9640, 9307, 1829, 5551, 3794, 2288, 3615, 44381, 8978, 8717, 11296, 10632, 45595, 20498, 2423, 14407, 24401, 4724, 1829, 30544, 10874, 3615, 7649, 12399, 4724, 1829, 30544, 37279, 3555, 7649, 6156, 3555, 2655, 4587, 1211, 29538, 16247, 1829, 2407, 8315, 2655, 34051, 18863, 1863, 33546, 2288, 13672, 1829, 25961, 2655, 6225, 10943, 37977, 36632, 2407, 8315, 2655, 3714, 2407, 36520, 3660, 6156, 6027, 14407, 24401, 4724, 1829, 5016, 3794, 11331, 6027, 3224, 9154, 3224, 4117, 4032, 37279, 3555, 7649, 4032, 20328, 3615, 3555, 10874, 28259, 16490, 1211, 9957, 1829, 5551, 39648, 7251, 14851, 4587, 36150, 9673, 30241, 20498, 3660, 4724, 8592, 28820, 10874, 25708], "avg_logprob": -0.107891615763118, "compression_ratio": 1.9857651245551602, "no_speech_prob": 6.9141387939453125e-06, "words": [{"start": 741.87, "end": 742.51, "word": "الاستقبال", "probability": 0.914306640625}, {"start": 742.51, "end": 742.79, "word": " بيكون", "probability": 0.8855794270833334}, {"start": 742.79, "end": 743.11, "word": " عندي", "probability": 0.6444091796875}, {"start": 743.11, "end": 743.31, "word": " وين", "probability": 0.81689453125}, {"start": 743.31, "end": 743.83, "word": " هنا؟", "probability": 0.6500244140625}, {"start": 743.83, "end": 743.95, "word": " من", "probability": 0.962890625}, {"start": 743.95, "end": 744.39, "word": " العين", "probability": 0.983642578125}, {"start": 744.39, "end": 744.89, "word": " و", "probability": 0.78076171875}, {"start": 744.89, "end": 745.35, "word": " ال", "probability": 0.4443359375}, {"start": 745.35, "end": 745.55, "word": " hearing", "probability": 0.71337890625}, {"start": 745.55, "end": 746.05, "word": " system", "probability": 0.962890625}, {"start": 746.05, "end": 746.43, "word": " و", "probability": 0.7548828125}, {"start": 746.43, "end": 747.53, "word": " الأذن", "probability": 0.8743489583333334}, {"start": 747.53, "end": 748.75, "word": " فبستقبل", "probability": 0.88603515625}, {"start": 748.75, "end": 749.35, "word": " الناس", "probability": 0.9908854166666666}, {"start": 749.35, "end": 749.45, "word": " اللي", "probability": 0.943115234375}, {"start": 749.45, "end": 749.87, "word": " بتكلموا", "probability": 0.9061279296875}, {"start": 749.87, "end": 750.33, "word": " حوليا", "probability": 0.83935546875}, {"start": 750.33, "end": 750.71, "word": " و", "probability": 0.7578125}, {"start": 750.71, "end": 751.31, "word": " بشوفهم", "probability": 0.9949951171875}, {"start": 751.31, "end": 751.57, "word": " و", "probability": 0.958984375}, {"start": 751.57, "end": 751.95, "word": " بكون", "probability": 0.89599609375}, {"start": 751.95, "end": 752.99, "word": " قراراتي", "probability": 0.974609375}, {"start": 752.99, "end": 753.49, "word": " أسرع", "probability": 0.9871826171875}, {"start": 753.49, "end": 754.11, "word": " لكن", "probability": 0.84228515625}, {"start": 754.11, "end": 754.29, "word": " في", "probability": 0.86767578125}, {"start": 754.29, "end": 754.61, "word": " نهاية", "probability": 0.9729817708333334}, {"start": 754.61, "end": 755.07, "word": " اليوم", "probability": 0.9775390625}, {"start": 755.07, "end": 755.57, "word": " الواحد", "probability": 0.9244791666666666}, {"start": 755.57, "end": 755.85, "word": " بيكون", "probability": 0.8683268229166666}, {"start": 755.85, "end": 756.33, "word": " جعان،", "probability": 0.84564208984375}, {"start": 756.33, "end": 756.55, "word": " بيكون", "probability": 0.884765625}, {"start": 756.55, "end": 756.99, "word": " تعبان", "probability": 0.9892578125}, {"start": 756.99, "end": 758.03, "word": " فبتقل", "probability": 0.922265625}, {"start": 758.03, "end": 758.63, "word": " هذه", "probability": 0.98681640625}, {"start": 758.63, "end": 759.25, "word": " الأيونات", "probability": 0.830078125}, {"start": 759.25, "end": 759.39, "word": " أو", "probability": 0.8935546875}, {"start": 759.39, "end": 759.89, "word": " العناصر", "probability": 0.947265625}, {"start": 759.89, "end": 760.03, "word": " اللي", "probability": 0.978759765625}, {"start": 760.03, "end": 760.29, "word": " كانت", "probability": 0.967041015625}, {"start": 760.29, "end": 760.55, "word": " عاملة", "probability": 0.9850260416666666}, {"start": 760.55, "end": 761.13, "word": " أيونات", "probability": 0.8980712890625}, {"start": 761.13, "end": 761.95, "word": " موصلة", "probability": 0.896240234375}, {"start": 761.95, "end": 762.49, "word": " فالواحد", "probability": 0.9840087890625}, {"start": 762.49, "end": 762.79, "word": " بيحس", "probability": 0.9892578125}, {"start": 762.79, "end": 763.05, "word": " حاله", "probability": 0.9713541666666666}, {"start": 763.05, "end": 763.59, "word": " منهك", "probability": 0.9444986979166666}, {"start": 763.59, "end": 763.91, "word": " و", "probability": 0.73779296875}, {"start": 763.91, "end": 764.83, "word": " تعبان", "probability": 0.9490559895833334}, {"start": 764.83, "end": 765.21, "word": " و", "probability": 0.97705078125}, {"start": 765.21, "end": 765.51, "word": " صعب", "probability": 0.9519856770833334}, {"start": 765.51, "end": 765.95, "word": " جدا", "probability": 0.994384765625}, {"start": 765.95, "end": 766.99, "word": " خليني", "probability": 0.8096923828125}, {"start": 766.99, "end": 767.23, "word": " أقول", "probability": 0.77197265625}, {"start": 767.23, "end": 767.79, "word": " يستقبل", "probability": 0.9254150390625}, {"start": 767.79, "end": 768.17, "word": " المعلومة", "probability": 0.991455078125}, {"start": 768.17, "end": 768.47, "word": " بشكل", "probability": 0.9930013020833334}, {"start": 768.47, "end": 768.81, "word": " جيد", "probability": 0.991943359375}], "temperature": 1.0}, {"id": 34, "seek": 79506, "start": 769.46, "end": 795.06, "text": "فهذه من ناحية biological neural network هذه من ناحية biological كيف بدنا نحولها لشيء هندسي بنحولها بهذا الشكل ممكن بكل بساطة أقول إنه هي خلية هي ال neuron اللي بدنا نتكلم عنها بدنا نعملها modeling هي عندها مجموعة ال dendrites المستقبلات وطبعا التانية أختها زيها نفس الأشياء فكلهم هي يجمعوا في ال body", "tokens": [5172, 3224, 24192, 9154, 8717, 39319, 10632, 13910, 18161, 3209, 29538, 9154, 8717, 39319, 10632, 13910, 9122, 33911, 47525, 8315, 8717, 5016, 12610, 11296, 5296, 8592, 1829, 38207, 8032, 41260, 3794, 1829, 44945, 5016, 12610, 11296, 39627, 15730, 25124, 28820, 3714, 43020, 4724, 28820, 4724, 3794, 41193, 3660, 5551, 39648, 36145, 3224, 39896, 16490, 1211, 10632, 39896, 2423, 34090, 13672, 1829, 47525, 8315, 8717, 2655, 4117, 19528, 18871, 11296, 47525, 8315, 8717, 25957, 1211, 11296, 15983, 39896, 43242, 11296, 3714, 7435, 2304, 2407, 27884, 2423, 274, 521, 30931, 9673, 14851, 4587, 36150, 9307, 4032, 9566, 3555, 3615, 995, 16712, 7649, 10632, 5551, 46456, 11296, 30767, 1829, 11296, 8717, 36178, 16247, 8592, 1829, 16606, 6156, 28820, 16095, 39896, 7251, 7435, 2304, 3615, 14407, 8978, 2423, 1772], "avg_logprob": -0.1851438529907711, "compression_ratio": 1.8141263940520447, "no_speech_prob": 0.0, "words": [{"start": 769.46, "end": 770.08, "word": "فهذه", "probability": 0.79296875}, {"start": 770.08, "end": 770.98, "word": " من", "probability": 0.9208984375}, {"start": 770.98, "end": 771.4, "word": " ناحية", "probability": 0.9767252604166666}, {"start": 771.4, "end": 772.34, "word": " biological", "probability": 0.85498046875}, {"start": 772.34, "end": 772.78, "word": " neural", "probability": 0.869140625}, {"start": 772.78, "end": 773.28, "word": " network", "probability": 0.9658203125}, {"start": 773.28, "end": 773.68, "word": " هذه", "probability": 0.055145263671875}, {"start": 773.68, "end": 773.76, "word": " من", "probability": 0.9658203125}, {"start": 773.76, "end": 774.0, "word": " ناحية", "probability": 0.9879557291666666}, {"start": 774.0, "end": 774.36, "word": " biological", "probability": 0.93896484375}, {"start": 774.36, "end": 774.92, "word": " كيف", "probability": 0.93798828125}, {"start": 774.92, "end": 775.1, "word": " بدنا", "probability": 0.83251953125}, {"start": 775.1, "end": 775.64, "word": " نحولها", "probability": 0.904296875}, {"start": 775.64, "end": 776.62, "word": " لشيء", "probability": 0.9234619140625}, {"start": 776.62, "end": 777.2, "word": " هندسي", "probability": 0.9749755859375}, {"start": 777.2, "end": 778.56, "word": " بنحولها", "probability": 0.85443115234375}, {"start": 778.56, "end": 778.84, "word": " بهذا", "probability": 0.9599609375}, {"start": 778.84, "end": 779.18, "word": " الشكل", "probability": 0.993408203125}, {"start": 779.18, "end": 779.8, "word": " ممكن", "probability": 0.937255859375}, {"start": 779.8, "end": 780.08, "word": " بكل", "probability": 0.984130859375}, {"start": 780.08, "end": 780.44, "word": " بساطة", "probability": 0.9898681640625}, {"start": 780.44, "end": 780.7, "word": " أقول", "probability": 0.7900390625}, {"start": 780.7, "end": 781.14, "word": " إنه", "probability": 0.56103515625}, {"start": 781.14, "end": 781.74, "word": " هي", "probability": 0.43115234375}, {"start": 781.74, "end": 782.42, "word": " خلية", "probability": 0.9694010416666666}, {"start": 782.42, "end": 782.98, "word": " هي", "probability": 0.449951171875}, {"start": 782.98, "end": 783.5, "word": " ال", "probability": 0.81103515625}, {"start": 783.5, "end": 783.86, "word": " neuron", "probability": 0.8154296875}, {"start": 783.86, "end": 784.0, "word": " اللي", "probability": 0.95947265625}, {"start": 784.0, "end": 784.2, "word": " بدنا", "probability": 0.7091064453125}, {"start": 784.2, "end": 784.48, "word": " نتكلم", "probability": 0.9639892578125}, {"start": 784.48, "end": 784.86, "word": " عنها", "probability": 0.98388671875}, {"start": 784.86, "end": 785.24, "word": " بدنا", "probability": 0.6385498046875}, {"start": 785.24, "end": 785.56, "word": " نعملها", "probability": 0.98193359375}, {"start": 785.56, "end": 785.88, "word": " modeling", "probability": 0.775390625}, {"start": 785.88, "end": 786.54, "word": " هي", "probability": 0.8388671875}, {"start": 786.54, "end": 786.88, "word": " عندها", "probability": 0.9921875}, {"start": 786.88, "end": 787.44, "word": " مجموعة", "probability": 0.97294921875}, {"start": 787.44, "end": 788.28, "word": " ال", "probability": 0.472412109375}, {"start": 788.28, "end": 788.86, "word": " dendrites", "probability": 0.7320149739583334}, {"start": 788.86, "end": 790.48, "word": " المستقبلات", "probability": 0.84150390625}, {"start": 790.48, "end": 791.08, "word": " وطبعا", "probability": 0.88525390625}, {"start": 791.08, "end": 791.52, "word": " التانية", "probability": 0.8898111979166666}, {"start": 791.52, "end": 791.84, "word": " أختها", "probability": 0.9441731770833334}, {"start": 791.84, "end": 792.2, "word": " زيها", "probability": 0.9903971354166666}, {"start": 792.2, "end": 792.58, "word": " نفس", "probability": 0.943603515625}, {"start": 792.58, "end": 793.22, "word": " الأشياء", "probability": 0.73046875}, {"start": 793.22, "end": 793.74, "word": " فكلهم", "probability": 0.9010416666666666}, {"start": 793.74, "end": 793.84, "word": " هي", "probability": 0.37158203125}, {"start": 793.84, "end": 794.58, "word": " يجمعوا", "probability": 0.7166015625}, {"start": 794.58, "end": 794.68, "word": " في", "probability": 0.9013671875}, {"start": 794.68, "end": 794.78, "word": " ال", "probability": 0.80029296875}, {"start": 794.78, "end": 795.06, "word": " body", "probability": 0.95068359375}], "temperature": 1.0}, {"id": 35, "seek": 80571, "start": 796.99, "end": 805.71, "text": "في ال body نفسه عشان يعطيني accent في الآخر عشان يعطيني في النهاية ال accent تبعتنا جيد ممتاز جدا هذا الكلام", "tokens": [41185, 2423, 1772, 8717, 36178, 3224, 6225, 8592, 7649, 37495, 9566, 1829, 22653, 11982, 8978, 6024, 95, 34740, 6225, 8592, 7649, 37495, 9566, 1829, 22653, 8978, 28239, 11296, 10632, 2423, 11982, 6055, 3555, 34268, 8315, 10874, 25708, 3714, 2304, 2655, 31377, 10874, 28259, 23758, 2423, 28820, 10943], "avg_logprob": -0.12117512989789248, "compression_ratio": 1.4634146341463414, "no_speech_prob": 0.00010883808135986328, "words": [{"start": 796.99, "end": 797.15, "word": "في", "probability": 0.501953125}, {"start": 797.15, "end": 797.25, "word": " ال", "probability": 0.83203125}, {"start": 797.25, "end": 797.41, "word": " body", "probability": 0.8515625}, {"start": 797.41, "end": 797.87, "word": " نفسه", "probability": 0.99169921875}, {"start": 797.87, "end": 798.41, "word": " عشان", "probability": 0.9088541666666666}, {"start": 798.41, "end": 798.77, "word": " يعطيني", "probability": 0.7799072265625}, {"start": 798.77, "end": 799.11, "word": " accent", "probability": 0.62255859375}, {"start": 799.11, "end": 799.27, "word": " في", "probability": 0.95654296875}, {"start": 799.27, "end": 799.65, "word": " الآخر", "probability": 0.9573567708333334}, {"start": 799.65, "end": 800.61, "word": " عشان", "probability": 0.86376953125}, {"start": 800.61, "end": 800.93, "word": " يعطيني", "probability": 0.863525390625}, {"start": 800.93, "end": 801.03, "word": " في", "probability": 0.958984375}, {"start": 801.03, "end": 801.45, "word": " النهاية", "probability": 0.9542643229166666}, {"start": 801.45, "end": 801.85, "word": " ال", "probability": 0.9677734375}, {"start": 801.85, "end": 802.15, "word": " accent", "probability": 0.8349609375}, {"start": 802.15, "end": 802.75, "word": " تبعتنا", "probability": 0.9449462890625}, {"start": 802.75, "end": 803.89, "word": " جيد", "probability": 0.924072265625}, {"start": 803.89, "end": 804.53, "word": " ممتاز", "probability": 0.9412841796875}, {"start": 804.53, "end": 804.81, "word": " جدا", "probability": 0.993896484375}, {"start": 804.81, "end": 805.27, "word": " هذا", "probability": 0.83447265625}, {"start": 805.27, "end": 805.71, "word": " الكلام", "probability": 0.9723307291666666}], "temperature": 1.0}, {"id": 36, "seek": 83472, "start": 807.2, "end": 834.72, "text": "بنعمل model لأكتر من واحدة و بنعملهم connections مع بعض بحيث انه يصير في عندى مستقبلة مجموعة عفوا in neurons ورا بعضها فبياخدوا input كأنه ال input هذا بدي أخده من ال sensor و ال sensor هذا اللي هي ممكن تكون العين الأذن اللامس الشم كل هذه هي هتكون بالنسبالي كأنها مستقبلة هذا من ناحية biology لكن من ناحية هندسية لأ انا هعطيه ال input المطلوب عشان يحله و يعطيني output مرغوب", "tokens": [3555, 1863, 25957, 1211, 2316, 5296, 10721, 4117, 2655, 2288, 9154, 36764, 24401, 3660, 4032, 44945, 25957, 1211, 16095, 9271, 20449, 45030, 11242, 4724, 5016, 1829, 12984, 16472, 3224, 7251, 9381, 13546, 8978, 43242, 7578, 3714, 14851, 4587, 36150, 3660, 3714, 7435, 2304, 2407, 27884, 6225, 5172, 14407, 294, 22027, 4032, 23557, 45030, 11242, 11296, 6156, 21292, 47283, 3215, 14407, 4846, 9122, 33456, 3224, 2423, 4846, 23758, 4724, 16254, 5551, 9778, 3215, 3224, 9154, 2423, 10200, 4032, 2423, 10200, 23758, 13672, 1829, 39896, 3714, 43020, 6055, 30544, 18863, 9957, 16247, 8848, 1863, 13672, 10943, 3794, 25124, 2304, 28242, 29538, 39896, 8032, 2655, 30544, 20666, 1863, 35457, 6027, 1829, 9122, 33456, 11296, 3714, 14851, 4587, 36150, 3660, 23758, 9154, 8717, 39319, 10632, 14956, 44381, 9154, 8717, 39319, 10632, 8032, 41260, 3794, 10632, 5296, 10721, 1975, 8315, 8032, 3615, 9566, 1829, 3224, 2423, 4846, 9673, 9566, 1211, 37746, 6225, 8592, 7649, 7251, 5016, 43761, 4032, 37495, 9566, 9957, 1829, 5598, 3714, 2288, 17082, 37746], "avg_logprob": -0.1308473970261088, "compression_ratio": 1.8888888888888888, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 807.1999999999999, "end": 807.92, "word": "بنعمل", "probability": 0.9395751953125}, {"start": 807.92, "end": 808.2, "word": " model", "probability": 0.73388671875}, {"start": 808.2, "end": 808.7, "word": " لأكتر", "probability": 0.91884765625}, {"start": 808.7, "end": 808.86, "word": " من", "probability": 0.9921875}, {"start": 808.86, "end": 809.22, "word": " واحدة", "probability": 0.9371744791666666}, {"start": 809.22, "end": 809.34, "word": " و", "probability": 0.479248046875}, {"start": 809.34, "end": 809.78, "word": " بنعملهم", "probability": 0.8702392578125}, {"start": 809.78, "end": 810.18, "word": " connections", "probability": 0.9248046875}, {"start": 810.18, "end": 810.48, "word": " مع", "probability": 0.99267578125}, {"start": 810.48, "end": 810.78, "word": " بعض", "probability": 0.996826171875}, {"start": 810.78, "end": 811.28, "word": " بحيث", "probability": 0.9532470703125}, {"start": 811.28, "end": 811.6, "word": " انه", "probability": 0.76123046875}, {"start": 811.6, "end": 812.02, "word": " يصير", "probability": 0.958984375}, {"start": 812.02, "end": 812.14, "word": " في", "probability": 0.83935546875}, {"start": 812.14, "end": 812.4, "word": " عندى", "probability": 0.710693359375}, {"start": 812.4, "end": 812.98, "word": " مستقبلة", "probability": 0.91357421875}, {"start": 812.98, "end": 813.42, "word": " مجموعة", "probability": 0.953515625}, {"start": 813.42, "end": 813.68, "word": " عفوا", "probability": 0.6107177734375}, {"start": 813.68, "end": 813.86, "word": " in", "probability": 0.380126953125}, {"start": 813.86, "end": 814.28, "word": " neurons", "probability": 0.7685546875}, {"start": 814.28, "end": 814.86, "word": " ورا", "probability": 0.964599609375}, {"start": 814.86, "end": 815.3, "word": " بعضها", "probability": 0.9973958333333334}, {"start": 815.3, "end": 816.38, "word": " فبياخدوا", "probability": 0.919921875}, {"start": 816.38, "end": 816.78, "word": " input", "probability": 0.97998046875}, {"start": 816.78, "end": 817.54, "word": " كأنه", "probability": 0.9168294270833334}, {"start": 817.54, "end": 817.6, "word": " ال", "probability": 0.970703125}, {"start": 817.6, "end": 817.8, "word": " input", "probability": 0.9892578125}, {"start": 817.8, "end": 817.98, "word": " هذا", "probability": 0.4462890625}, {"start": 817.98, "end": 818.2, "word": " بدي", "probability": 0.857666015625}, {"start": 818.2, "end": 818.56, "word": " أخده", "probability": 0.8515625}, {"start": 818.56, "end": 818.76, "word": " من", "probability": 0.99462890625}, {"start": 818.76, "end": 819.28, "word": " ال", "probability": 0.912109375}, {"start": 819.28, "end": 819.64, "word": " sensor", "probability": 0.87109375}, {"start": 819.64, "end": 820.1, "word": " و", "probability": 0.476318359375}, {"start": 820.1, "end": 820.18, "word": " ال", "probability": 0.9248046875}, {"start": 820.18, "end": 820.38, "word": " sensor", "probability": 0.9150390625}, {"start": 820.38, "end": 820.58, "word": " هذا", "probability": 0.6923828125}, {"start": 820.58, "end": 820.68, "word": " اللي", "probability": 0.903076171875}, {"start": 820.68, "end": 820.76, "word": " هي", "probability": 0.6396484375}, {"start": 820.76, "end": 820.98, "word": " ممكن", "probability": 0.988525390625}, {"start": 820.98, "end": 821.24, "word": " تكون", "probability": 0.97705078125}, {"start": 821.24, "end": 821.56, "word": " العين", "probability": 0.98193359375}, {"start": 821.56, "end": 822.04, "word": " الأذن", "probability": 0.9005533854166666}, {"start": 822.04, "end": 822.88, "word": " اللامس", "probability": 0.8719075520833334}, {"start": 822.88, "end": 823.78, "word": " الشم", "probability": 0.941162109375}, {"start": 823.78, "end": 824.28, "word": " كل", "probability": 0.85400390625}, {"start": 824.28, "end": 824.58, "word": " هذه", "probability": 0.9189453125}, {"start": 824.58, "end": 824.74, "word": " هي", "probability": 0.8916015625}, {"start": 824.74, "end": 825.04, "word": " هتكون", "probability": 0.892578125}, {"start": 825.04, "end": 825.48, "word": " بالنسبالي", "probability": 0.91103515625}, {"start": 825.48, "end": 825.8, "word": " كأنها", "probability": 0.9689127604166666}, {"start": 825.8, "end": 826.34, "word": " مستقبلة", "probability": 0.97978515625}, {"start": 826.34, "end": 826.52, "word": " هذا", "probability": 0.76806640625}, {"start": 826.52, "end": 826.64, "word": " من", "probability": 0.990234375}, {"start": 826.64, "end": 826.8, "word": " ناحية", "probability": 0.97607421875}, {"start": 826.8, "end": 827.22, "word": " biology", "probability": 0.505859375}, {"start": 827.22, "end": 827.84, "word": " لكن", "probability": 0.8935546875}, {"start": 827.84, "end": 828.0, "word": " من", "probability": 0.99462890625}, {"start": 828.0, "end": 828.32, "word": " ناحية", "probability": 0.9899088541666666}, {"start": 828.32, "end": 829.2, "word": " هندسية", "probability": 0.9910888671875}, {"start": 829.2, "end": 829.4, "word": " لأ", "probability": 0.937255859375}, {"start": 829.4, "end": 829.52, "word": " انا", "probability": 0.779541015625}, {"start": 829.52, "end": 830.02, "word": " هعطيه", "probability": 0.9119140625}, {"start": 830.02, "end": 830.18, "word": " ال", "probability": 0.6533203125}, {"start": 830.18, "end": 830.62, "word": " input", "probability": 0.990234375}, {"start": 830.62, "end": 831.44, "word": " المطلوب", "probability": 0.977294921875}, {"start": 831.44, "end": 832.02, "word": " عشان", "probability": 0.9772135416666666}, {"start": 832.02, "end": 832.52, "word": " يحله", "probability": 0.8064778645833334}, {"start": 832.52, "end": 832.92, "word": " و", "probability": 0.98828125}, {"start": 832.92, "end": 833.42, "word": " يعطيني", "probability": 0.76416015625}, {"start": 833.42, "end": 833.96, "word": " output", "probability": 0.9833984375}, {"start": 833.96, "end": 834.72, "word": " مرغوب", "probability": 0.8924560546875}], "temperature": 1.0}, {"id": 37, "seek": 86338, "start": 835.02, "end": 863.38, "text": "او required مطلوب تمام وهذا هنتكلم عنه ان شاء الله فمبدأيا هذه هي ال neuron اللي هتستقبل هتجمع فهيكون طبيعي لازم في حاجة اسمها summation لإنه بدنا نجمع الكل هدول والشغل التاني ال threshold ده اللي حكينا عنها انه عند تجميع معينة عند قيمة معينة يا بعطي pulse يا ماعطيش pulse فإذا كان جمعنا عند قيمة معينة فكأنها function فال function هذه هل هعطي pulse ولا ماعطيش pulse", "tokens": [995, 2407, 4739, 3714, 9566, 1211, 37746, 46811, 10943, 37037, 15730, 8032, 29399, 4117, 19528, 18871, 3224, 16472, 13412, 16606, 21984, 6156, 2304, 44510, 10721, 25528, 29538, 39896, 2423, 34090, 13672, 1829, 8032, 2655, 14851, 4587, 36150, 8032, 2655, 7435, 2304, 3615, 6156, 3224, 1829, 30544, 23032, 21292, 3615, 1829, 5296, 31377, 2304, 8978, 11331, 26108, 3660, 24525, 2304, 11296, 28811, 5296, 28814, 1863, 3224, 47525, 8315, 8717, 7435, 2304, 3615, 2423, 28820, 8032, 3215, 12610, 16070, 8592, 17082, 1211, 16712, 7649, 1829, 2423, 14678, 11778, 3224, 13672, 1829, 11331, 4117, 1829, 8315, 18871, 11296, 16472, 3224, 43242, 6055, 7435, 2304, 40228, 20449, 9957, 3660, 43242, 12174, 32640, 3660, 20449, 9957, 3660, 35186, 45030, 9566, 1829, 17709, 35186, 19446, 3615, 9566, 1829, 8592, 17709, 6156, 28814, 15730, 25961, 10874, 2304, 3615, 8315, 43242, 12174, 32640, 3660, 20449, 9957, 3660, 6156, 4117, 33456, 11296, 2445, 6156, 6027, 2445, 29538, 8032, 1211, 8032, 3615, 9566, 1829, 17709, 49429, 19446, 3615, 9566, 1829, 8592, 17709], "avg_logprob": -0.16238496694828103, "compression_ratio": 1.9446254071661238, "no_speech_prob": 1.9073486328125e-06, "words": [{"start": 835.02, "end": 835.42, "word": "او", "probability": 0.5869140625}, {"start": 835.42, "end": 836.18, "word": " required", "probability": 0.56689453125}, {"start": 836.18, "end": 836.84, "word": " مطلوب", "probability": 0.84368896484375}, {"start": 836.84, "end": 837.44, "word": " تمام", "probability": 0.976806640625}, {"start": 837.44, "end": 838.42, "word": " وهذا", "probability": 0.78857421875}, {"start": 838.42, "end": 838.82, "word": " هنتكلم", "probability": 0.8492431640625}, {"start": 838.82, "end": 839.1, "word": " عنه", "probability": 0.968017578125}, {"start": 839.1, "end": 839.22, "word": " ان", "probability": 0.7822265625}, {"start": 839.22, "end": 839.36, "word": " شاء", "probability": 0.99072265625}, {"start": 839.36, "end": 839.48, "word": " الله", "probability": 0.9345703125}, {"start": 839.48, "end": 840.9, "word": " فمبدأيا", "probability": 0.80439453125}, {"start": 840.9, "end": 841.18, "word": " هذه", "probability": 0.81201171875}, {"start": 841.18, "end": 841.62, "word": " هي", "probability": 0.93798828125}, {"start": 841.62, "end": 841.9, "word": " ال", "probability": 0.8427734375}, {"start": 841.9, "end": 842.26, "word": " neuron", "probability": 0.8583984375}, {"start": 842.26, "end": 842.92, "word": " اللي", "probability": 0.84228515625}, {"start": 842.92, "end": 843.64, "word": " هتستقبل", "probability": 0.9662109375}, {"start": 843.64, "end": 844.66, "word": " هتجمع", "probability": 0.95419921875}, {"start": 844.66, "end": 845.42, "word": " فهيكون", "probability": 0.8402099609375}, {"start": 845.42, "end": 846.06, "word": " طبيعي", "probability": 0.928466796875}, {"start": 846.06, "end": 846.28, "word": " لازم", "probability": 0.9716796875}, {"start": 846.28, "end": 846.4, "word": " في", "probability": 0.455322265625}, {"start": 846.4, "end": 846.64, "word": " حاجة", "probability": 0.8631184895833334}, {"start": 846.64, "end": 846.86, "word": " اسمها", "probability": 0.8068033854166666}, {"start": 846.86, "end": 847.26, "word": " summation", "probability": 0.86962890625}, {"start": 847.26, "end": 847.64, "word": " لإنه", "probability": 0.7547607421875}, {"start": 847.64, "end": 847.78, "word": " بدنا", "probability": 0.7098388671875}, {"start": 847.78, "end": 848.5, "word": " نجمع", "probability": 0.992431640625}, {"start": 848.5, "end": 849.12, "word": " الكل", "probability": 0.76416015625}, {"start": 849.12, "end": 849.52, "word": " هدول", "probability": 0.9138997395833334}, {"start": 849.52, "end": 850.22, "word": " والشغل", "probability": 0.828857421875}, {"start": 850.22, "end": 850.58, "word": " التاني", "probability": 0.9459635416666666}, {"start": 850.58, "end": 850.7, "word": " ال", "probability": 0.50830078125}, {"start": 850.7, "end": 850.96, "word": " threshold", "probability": 0.44140625}, {"start": 850.96, "end": 851.18, "word": " ده", "probability": 0.6839599609375}, {"start": 851.18, "end": 851.24, "word": " اللي", "probability": 0.981689453125}, {"start": 851.24, "end": 851.56, "word": " حكينا", "probability": 0.9735107421875}, {"start": 851.56, "end": 851.86, "word": " عنها", "probability": 0.986572265625}, {"start": 851.86, "end": 852.48, "word": " انه", "probability": 0.8037109375}, {"start": 852.48, "end": 852.76, "word": " عند", "probability": 0.98974609375}, {"start": 852.76, "end": 853.76, "word": " تجميع", "probability": 0.9813232421875}, {"start": 853.76, "end": 854.36, "word": " معينة", "probability": 0.8155924479166666}, {"start": 854.36, "end": 854.52, "word": " عند", "probability": 0.771484375}, {"start": 854.52, "end": 854.8, "word": " قيمة", "probability": 0.9835611979166666}, {"start": 854.8, "end": 855.4, "word": " معينة", "probability": 0.9959309895833334}, {"start": 855.4, "end": 855.72, "word": " يا", "probability": 0.73046875}, {"start": 855.72, "end": 856.06, "word": " بعطي", "probability": 0.8284505208333334}, {"start": 856.06, "end": 856.32, "word": " pulse", "probability": 0.826171875}, {"start": 856.32, "end": 856.44, "word": " يا", "probability": 0.8125}, {"start": 856.44, "end": 856.78, "word": " ماعطيش", "probability": 0.83037109375}, {"start": 856.78, "end": 857.06, "word": " pulse", "probability": 0.95263671875}, {"start": 857.06, "end": 857.82, "word": " فإذا", "probability": 0.9607747395833334}, {"start": 857.82, "end": 858.12, "word": " كان", "probability": 0.9755859375}, {"start": 858.12, "end": 858.7, "word": " جمعنا", "probability": 0.9822998046875}, {"start": 858.7, "end": 858.86, "word": " عند", "probability": 0.87060546875}, {"start": 858.86, "end": 859.12, "word": " قيمة", "probability": 0.9944661458333334}, {"start": 859.12, "end": 859.54, "word": " معينة", "probability": 0.99560546875}, {"start": 859.54, "end": 860.04, "word": " فكأنها", "probability": 0.8603515625}, {"start": 860.04, "end": 860.66, "word": " function", "probability": 0.96728515625}, {"start": 860.66, "end": 861.4, "word": " فال", "probability": 0.941650390625}, {"start": 861.4, "end": 861.68, "word": " function", "probability": 0.92626953125}, {"start": 861.68, "end": 861.96, "word": " هذه", "probability": 0.31787109375}, {"start": 861.96, "end": 862.16, "word": " هل", "probability": 0.9658203125}, {"start": 862.16, "end": 862.56, "word": " هعطي", "probability": 0.8277587890625}, {"start": 862.56, "end": 862.72, "word": " pulse", "probability": 0.9580078125}, {"start": 862.72, "end": 862.84, "word": " ولا", "probability": 0.79736328125}, {"start": 862.84, "end": 863.14, "word": " ماعطيش", "probability": 0.9298828125}, {"start": 863.14, "end": 863.38, "word": " pulse", "probability": 0.970703125}], "temperature": 1.0}, {"id": 38, "seek": 88654, "start": 863.98, "end": 886.54, "text": "عند قيمة محددة أو ممكن تكون أبسط نوع منها اللي هي threshold مجرد عملية threshold عند قيمة معينة اعمل pulse عند قيمة أقل منها القيمة هذه ماتعملش pulse و بس ان هذه بأبسط صورة اللي هنتكلم عنها بنسميها ال activation function activation function أو دالة التفعيل هذه اللي هي بتعمل عملية activation للخلية", "tokens": [3615, 41260, 12174, 32640, 3660, 3714, 24401, 41891, 34051, 3714, 43020, 6055, 30544, 5551, 3555, 3794, 9566, 8717, 45367, 9154, 11296, 13672, 1829, 39896, 14678, 3714, 7435, 2288, 3215, 6225, 42213, 10632, 14678, 43242, 12174, 32640, 3660, 20449, 9957, 3660, 1975, 25957, 1211, 17709, 43242, 12174, 32640, 3660, 5551, 4587, 1211, 9154, 11296, 25062, 32640, 3660, 29538, 3714, 9307, 25957, 1211, 8592, 17709, 4032, 4724, 3794, 16472, 29538, 4724, 10721, 3555, 3794, 9566, 20328, 13063, 3660, 13672, 1829, 8032, 29399, 4117, 19528, 18871, 11296, 44945, 38251, 1829, 11296, 2423, 24433, 2445, 24433, 2445, 34051, 11778, 6027, 3660, 16712, 5172, 3615, 26895, 29538, 13672, 1829, 39896, 39894, 25957, 1211, 6225, 42213, 10632, 24433, 24976, 9778, 1211, 10632], "avg_logprob": -0.16266025641025642, "compression_ratio": 2.06140350877193, "no_speech_prob": 8.106231689453125e-06, "words": [{"start": 863.98, "end": 864.26, "word": "عند", "probability": 0.576171875}, {"start": 864.26, "end": 864.52, "word": " قيمة", "probability": 0.98291015625}, {"start": 864.52, "end": 864.98, "word": " محددة", "probability": 0.9879557291666666}, {"start": 864.98, "end": 865.44, "word": " أو", "probability": 0.63037109375}, {"start": 865.44, "end": 865.72, "word": " ممكن", "probability": 0.944091796875}, {"start": 865.72, "end": 866.02, "word": " تكون", "probability": 0.990478515625}, {"start": 866.02, "end": 866.38, "word": " أبسط", "probability": 0.9588623046875}, {"start": 866.38, "end": 866.54, "word": " نوع", "probability": 0.9169921875}, {"start": 866.54, "end": 866.76, "word": " منها", "probability": 0.968994140625}, {"start": 866.76, "end": 866.88, "word": " اللي", "probability": 0.592529296875}, {"start": 866.88, "end": 866.96, "word": " هي", "probability": 0.83544921875}, {"start": 866.96, "end": 867.32, "word": " threshold", "probability": 0.4052734375}, {"start": 867.32, "end": 867.84, "word": " مجرد", "probability": 0.919921875}, {"start": 867.84, "end": 868.16, "word": " عملية", "probability": 0.9939778645833334}, {"start": 868.16, "end": 868.64, "word": " threshold", "probability": 0.404296875}, {"start": 868.64, "end": 869.32, "word": " عند", "probability": 0.85400390625}, {"start": 869.32, "end": 869.6, "word": " قيمة", "probability": 0.994140625}, {"start": 869.6, "end": 870.82, "word": " معينة", "probability": 0.9869791666666666}, {"start": 870.82, "end": 871.5, "word": " اعمل", "probability": 0.9420572916666666}, {"start": 871.5, "end": 871.82, "word": " pulse", "probability": 0.6201171875}, {"start": 871.82, "end": 872.46, "word": " عند", "probability": 0.78857421875}, {"start": 872.46, "end": 872.92, "word": " قيمة", "probability": 0.9879557291666666}, {"start": 872.92, "end": 873.44, "word": " أقل", "probability": 0.9278971354166666}, {"start": 873.44, "end": 873.7, "word": " منها", "probability": 0.980712890625}, {"start": 873.7, "end": 874.04, "word": " القيمة", "probability": 0.9762369791666666}, {"start": 874.04, "end": 874.16, "word": " هذه", "probability": 0.67529296875}, {"start": 874.16, "end": 874.62, "word": " ماتعملش", "probability": 0.853076171875}, {"start": 874.62, "end": 874.88, "word": " pulse", "probability": 0.95263671875}, {"start": 874.88, "end": 875.04, "word": " و", "probability": 0.430908203125}, {"start": 875.04, "end": 875.32, "word": " بس", "probability": 0.94287109375}, {"start": 875.32, "end": 876.28, "word": " ان", "probability": 0.42431640625}, {"start": 876.28, "end": 876.48, "word": " هذه", "probability": 0.405517578125}, {"start": 876.48, "end": 877.38, "word": " بأبسط", "probability": 0.9935546875}, {"start": 877.38, "end": 877.7, "word": " صورة", "probability": 0.92431640625}, {"start": 877.7, "end": 877.76, "word": " اللي", "probability": 0.7041015625}, {"start": 877.76, "end": 878.16, "word": " هنتكلم", "probability": 0.78759765625}, {"start": 878.16, "end": 878.5, "word": " عنها", "probability": 0.993896484375}, {"start": 878.5, "end": 879.34, "word": " بنسميها", "probability": 0.927490234375}, {"start": 879.34, "end": 879.42, "word": " ال", "probability": 0.6904296875}, {"start": 879.42, "end": 879.86, "word": " activation", "probability": 0.97265625}, {"start": 879.86, "end": 880.74, "word": " function", "probability": 0.94873046875}, {"start": 880.74, "end": 881.2, "word": " activation", "probability": 0.499267578125}, {"start": 881.2, "end": 881.74, "word": " function", "probability": 0.96484375}, {"start": 881.74, "end": 882.26, "word": " أو", "probability": 0.61572265625}, {"start": 882.26, "end": 882.58, "word": " دالة", "probability": 0.8160807291666666}, {"start": 882.58, "end": 883.14, "word": " التفعيل", "probability": 0.9661865234375}, {"start": 883.14, "end": 883.3, "word": " هذه", "probability": 0.72998046875}, {"start": 883.3, "end": 883.42, "word": " اللي", "probability": 0.97509765625}, {"start": 883.42, "end": 883.54, "word": " هي", "probability": 0.8154296875}, {"start": 883.54, "end": 883.88, "word": " بتعمل", "probability": 0.9742838541666666}, {"start": 883.88, "end": 884.22, "word": " عملية", "probability": 0.9850260416666666}, {"start": 884.22, "end": 885.04, "word": " activation", "probability": 0.98095703125}, {"start": 885.04, "end": 886.54, "word": " للخلية", "probability": 0.84130859375}], "temperature": 1.0}, {"id": 39, "seek": 90630, "start": 887.72, "end": 906.3, "text": "هذا بتكرر طبعا بهذا الشكل حسب ال application زي ما هنتكلم لاحقا، فإذن الآن صار ال neuron نفسها أو ال node نفسها اللي كان اسمها ال cell body أو الصومة في ال biological neural network أصبح هي ال neuron أو ال node", "tokens": [3224, 15730, 39894, 37983, 2288, 23032, 3555, 3615, 995, 39627, 15730, 25124, 28820, 11331, 35457, 2423, 3861, 30767, 1829, 19446, 8032, 29399, 4117, 19528, 20193, 5016, 4587, 995, 12399, 6156, 28814, 8848, 1863, 6024, 48506, 20328, 9640, 2423, 34090, 8717, 36178, 11296, 34051, 2423, 9984, 8717, 36178, 11296, 13672, 1829, 25961, 24525, 2304, 11296, 2423, 2815, 1772, 34051, 31767, 20498, 3660, 8978, 2423, 13910, 18161, 3209, 5551, 9381, 49628, 39896, 2423, 34090, 34051, 2423, 9984], "avg_logprob": -0.14925987312668249, "compression_ratio": 1.6256410256410256, "no_speech_prob": 0.0, "words": [{"start": 887.72, "end": 888.08, "word": "هذا", "probability": 0.71435546875}, {"start": 888.08, "end": 888.78, "word": " بتكرر", "probability": 0.8103841145833334}, {"start": 888.78, "end": 889.18, "word": " طبعا", "probability": 0.971923828125}, {"start": 889.18, "end": 889.64, "word": " بهذا", "probability": 0.6802978515625}, {"start": 889.64, "end": 890.04, "word": " الشكل", "probability": 0.9912109375}, {"start": 890.04, "end": 890.66, "word": " حسب", "probability": 0.869384765625}, {"start": 890.66, "end": 890.9, "word": " ال", "probability": 0.88134765625}, {"start": 890.9, "end": 891.34, "word": " application", "probability": 0.88232421875}, {"start": 891.34, "end": 891.58, "word": " زي", "probability": 0.940673828125}, {"start": 891.58, "end": 891.64, "word": " ما", "probability": 0.93896484375}, {"start": 891.64, "end": 892.14, "word": " هنتكلم", "probability": 0.95849609375}, {"start": 892.14, "end": 892.96, "word": " لاحقا،", "probability": 0.803564453125}, {"start": 892.96, "end": 893.28, "word": " فإذن", "probability": 0.766845703125}, {"start": 893.28, "end": 893.68, "word": " الآن", "probability": 0.74853515625}, {"start": 893.68, "end": 894.6, "word": " صار", "probability": 0.95751953125}, {"start": 894.6, "end": 894.7, "word": " ال", "probability": 0.845703125}, {"start": 894.7, "end": 895.0, "word": " neuron", "probability": 0.669921875}, {"start": 895.0, "end": 895.54, "word": " نفسها", "probability": 0.9913736979166666}, {"start": 895.54, "end": 895.72, "word": " أو", "probability": 0.9326171875}, {"start": 895.72, "end": 895.86, "word": " ال", "probability": 0.73681640625}, {"start": 895.86, "end": 896.08, "word": " node", "probability": 0.92578125}, {"start": 896.08, "end": 896.78, "word": " نفسها", "probability": 0.99365234375}, {"start": 896.78, "end": 899.06, "word": " اللي", "probability": 0.906982421875}, {"start": 899.06, "end": 899.2, "word": " كان", "probability": 0.994140625}, {"start": 899.2, "end": 899.68, "word": " اسمها", "probability": 0.9573567708333334}, {"start": 899.68, "end": 899.96, "word": " ال", "probability": 0.94140625}, {"start": 899.96, "end": 900.68, "word": " cell", "probability": 0.57080078125}, {"start": 900.68, "end": 901.0, "word": " body", "probability": 0.8662109375}, {"start": 901.0, "end": 901.28, "word": " أو", "probability": 0.89306640625}, {"start": 901.28, "end": 901.84, "word": " الصومة", "probability": 0.7630208333333334}, {"start": 901.84, "end": 902.22, "word": " في", "probability": 0.93310546875}, {"start": 902.22, "end": 902.3, "word": " ال", "probability": 0.896484375}, {"start": 902.3, "end": 902.8, "word": " biological", "probability": 0.9677734375}, {"start": 902.8, "end": 903.62, "word": " neural", "probability": 0.869140625}, {"start": 903.62, "end": 904.12, "word": " network", "probability": 0.97216796875}, {"start": 904.12, "end": 904.72, "word": " أصبح", "probability": 0.9490559895833334}, {"start": 904.72, "end": 904.88, "word": " هي", "probability": 0.916015625}, {"start": 904.88, "end": 905.02, "word": " ال", "probability": 0.92626953125}, {"start": 905.02, "end": 905.34, "word": " neuron", "probability": 0.97802734375}, {"start": 905.34, "end": 905.68, "word": " أو", "probability": 0.93994140625}, {"start": 905.68, "end": 905.92, "word": " ال", "probability": 0.875}, {"start": 905.92, "end": 906.3, "word": " node", "probability": 0.962890625}], "temperature": 1.0}, {"id": 40, "seek": 92153, "start": 907.97, "end": 921.53, "text": "النيرون أو ال node الآن صارت ال dentrite تبعتنا أو المستقبل اللي هيعطيها اللي هو ال input تبع ال neuron هذه أصبح هو اللي يقابله ال input هندسيا خلاص احنا بتسميه input و بس", "tokens": [6027, 1863, 13546, 11536, 34051, 2423, 9984, 6024, 48506, 20328, 9640, 2655, 2423, 7059, 35002, 6055, 3555, 34268, 8315, 34051, 9673, 14851, 4587, 36150, 13672, 1829, 39896, 3615, 9566, 1829, 11296, 13672, 1829, 31439, 2423, 4846, 6055, 3555, 3615, 2423, 34090, 29538, 5551, 9381, 49628, 31439, 13672, 1829, 7251, 4587, 16758, 43761, 2423, 4846, 8032, 41260, 3794, 25528, 16490, 1211, 33546, 1975, 5016, 8315, 39894, 38251, 1829, 3224, 4846, 4032, 4724, 3794], "avg_logprob": -0.19092466406626243, "compression_ratio": 1.6727272727272726, "no_speech_prob": 7.510185241699219e-06, "words": [{"start": 907.97, "end": 908.55, "word": "النيرون", "probability": 0.740966796875}, {"start": 908.55, "end": 908.73, "word": " أو", "probability": 0.55712890625}, {"start": 908.73, "end": 908.85, "word": " ال", "probability": 0.78515625}, {"start": 908.85, "end": 909.11, "word": " node", "probability": 0.74169921875}, {"start": 909.11, "end": 909.83, "word": " الآن", "probability": 0.552001953125}, {"start": 909.83, "end": 910.23, "word": " صارت", "probability": 0.9358723958333334}, {"start": 910.23, "end": 910.39, "word": " ال", "probability": 0.91552734375}, {"start": 910.39, "end": 910.99, "word": " dentrite", "probability": 0.51251220703125}, {"start": 910.99, "end": 911.79, "word": " تبعتنا", "probability": 0.9102783203125}, {"start": 911.79, "end": 912.13, "word": " أو", "probability": 0.7587890625}, {"start": 912.13, "end": 913.23, "word": " المستقبل", "probability": 0.9862060546875}, {"start": 913.23, "end": 913.67, "word": " اللي", "probability": 0.8447265625}, {"start": 913.67, "end": 914.33, "word": " هيعطيها", "probability": 0.95810546875}, {"start": 914.33, "end": 915.07, "word": " اللي", "probability": 0.949462890625}, {"start": 915.07, "end": 915.17, "word": " هو", "probability": 0.97265625}, {"start": 915.17, "end": 915.29, "word": " ال", "probability": 0.83447265625}, {"start": 915.29, "end": 915.59, "word": " input", "probability": 0.98046875}, {"start": 915.59, "end": 915.99, "word": " تبع", "probability": 0.8914388020833334}, {"start": 915.99, "end": 916.09, "word": " ال", "probability": 0.79833984375}, {"start": 916.09, "end": 916.37, "word": " neuron", "probability": 0.70068359375}, {"start": 916.37, "end": 916.71, "word": " هذه", "probability": 0.333740234375}, {"start": 916.71, "end": 917.59, "word": " أصبح", "probability": 0.9578450520833334}, {"start": 917.59, "end": 917.89, "word": " هو", "probability": 0.96630859375}, {"start": 917.89, "end": 918.39, "word": " اللي", "probability": 0.9638671875}, {"start": 918.39, "end": 918.81, "word": " يقابله", "probability": 0.9306640625}, {"start": 918.81, "end": 918.93, "word": " ال", "probability": 0.791015625}, {"start": 918.93, "end": 919.29, "word": " input", "probability": 0.99658203125}, {"start": 919.29, "end": 920.27, "word": " هندسيا", "probability": 0.9095458984375}, {"start": 920.27, "end": 920.51, "word": " خلاص", "probability": 0.9461263020833334}, {"start": 920.51, "end": 920.63, "word": " احنا", "probability": 0.8753255208333334}, {"start": 920.63, "end": 921.03, "word": " بتسميه", "probability": 0.876953125}, {"start": 921.03, "end": 921.23, "word": " input", "probability": 0.97705078125}, {"start": 921.23, "end": 921.35, "word": " و", "probability": 0.384521484375}, {"start": 921.35, "end": 921.53, "word": " بس", "probability": 0.975341796875}], "temperature": 1.0}, {"id": 41, "seek": 94465, "start": 922.37, "end": 944.65, "text": "فهذا بنسميه input خلاص طيب ال output عشان اخد من هنا output الحقيقة هدا كان بقابل biologically ال axon اللي اتكلمنا عنه كايش ك axon الآن الشغل المهم وهدي هي أهمه في موضوع ال neural network الحقيقة هي ال synapse ال synapse كيف ممكن احكمها اللي هو المشبك اللي حكينا عنه وقولنا", "tokens": [5172, 3224, 15730, 44945, 38251, 1829, 3224, 4846, 16490, 1211, 33546, 23032, 1829, 3555, 2423, 5598, 6225, 8592, 7649, 1975, 9778, 3215, 9154, 34105, 5598, 21542, 38436, 28671, 8032, 28259, 25961, 4724, 4587, 16758, 1211, 3228, 17157, 2423, 6360, 266, 13672, 1829, 1975, 2655, 4117, 19528, 8315, 18871, 3224, 9122, 47302, 8592, 9122, 6360, 266, 6024, 48506, 25124, 17082, 1211, 9673, 16095, 37037, 16254, 39896, 5551, 16095, 3224, 8978, 3714, 2407, 11242, 45367, 2423, 18161, 3209, 21542, 38436, 28671, 39896, 2423, 5451, 11145, 2423, 5451, 11145, 9122, 33911, 3714, 43020, 1975, 5016, 24793, 11296, 13672, 1829, 31439, 9673, 8592, 3555, 4117, 13672, 1829, 11331, 4117, 1829, 8315, 18871, 3224, 4032, 39648, 8315], "avg_logprob": -0.17215155289236422, "compression_ratio": 1.7250996015936255, "no_speech_prob": 1.2516975402832031e-06, "words": [{"start": 922.37, "end": 922.73, "word": "فهذا", "probability": 0.7201334635416666}, {"start": 922.73, "end": 923.41, "word": " بنسميه", "probability": 0.78948974609375}, {"start": 923.41, "end": 923.97, "word": " input", "probability": 0.93310546875}, {"start": 923.97, "end": 924.83, "word": " خلاص", "probability": 0.8932291666666666}, {"start": 924.83, "end": 925.47, "word": " طيب", "probability": 0.9410807291666666}, {"start": 925.47, "end": 925.81, "word": " ال", "probability": 0.93408203125}, {"start": 925.81, "end": 926.35, "word": " output", "probability": 0.96826171875}, {"start": 926.35, "end": 927.07, "word": " عشان", "probability": 0.9811197916666666}, {"start": 927.07, "end": 927.33, "word": " اخد", "probability": 0.8020833333333334}, {"start": 927.33, "end": 927.45, "word": " من", "probability": 0.9853515625}, {"start": 927.45, "end": 927.63, "word": " هنا", "probability": 0.9921875}, {"start": 927.63, "end": 928.21, "word": " output", "probability": 0.98388671875}, {"start": 928.21, "end": 928.89, "word": " الحقيقة", "probability": 0.9650065104166666}, {"start": 928.89, "end": 929.11, "word": " هدا", "probability": 0.428955078125}, {"start": 929.11, "end": 929.29, "word": " كان", "probability": 0.97216796875}, {"start": 929.29, "end": 929.79, "word": " بقابل", "probability": 0.976318359375}, {"start": 929.79, "end": 930.65, "word": " biologically", "probability": 0.6898193359375}, {"start": 930.65, "end": 931.25, "word": " ال", "probability": 0.80224609375}, {"start": 931.25, "end": 931.71, "word": " axon", "probability": 0.7127685546875}, {"start": 931.71, "end": 932.27, "word": " اللي", "probability": 0.8681640625}, {"start": 932.27, "end": 932.67, "word": " اتكلمنا", "probability": 0.9462890625}, {"start": 932.67, "end": 932.87, "word": " عنه", "probability": 0.98046875}, {"start": 932.87, "end": 933.19, "word": " كايش", "probability": 0.7722981770833334}, {"start": 933.19, "end": 933.53, "word": " ك", "probability": 0.916015625}, {"start": 933.53, "end": 933.95, "word": " axon", "probability": 0.888427734375}, {"start": 933.95, "end": 934.71, "word": " الآن", "probability": 0.6553955078125}, {"start": 934.71, "end": 935.21, "word": " الشغل", "probability": 0.8318684895833334}, {"start": 935.21, "end": 935.69, "word": " المهم", "probability": 0.9931640625}, {"start": 935.69, "end": 936.21, "word": " وهدي", "probability": 0.3607177734375}, {"start": 936.21, "end": 936.43, "word": " هي", "probability": 0.75390625}, {"start": 936.43, "end": 937.03, "word": " أهمه", "probability": 0.6905110677083334}, {"start": 937.03, "end": 937.15, "word": " في", "probability": 0.9169921875}, {"start": 937.15, "end": 937.49, "word": " موضوع", "probability": 0.95458984375}, {"start": 937.49, "end": 937.59, "word": " ال", "probability": 0.9150390625}, {"start": 937.59, "end": 937.85, "word": " neural", "probability": 0.90869140625}, {"start": 937.85, "end": 938.31, "word": " network", "probability": 0.97314453125}, {"start": 938.31, "end": 938.87, "word": " الحقيقة", "probability": 0.955078125}, {"start": 938.87, "end": 939.37, "word": " هي", "probability": 0.9072265625}, {"start": 939.37, "end": 939.61, "word": " ال", "probability": 0.8759765625}, {"start": 939.61, "end": 940.03, "word": " synapse", "probability": 0.769287109375}, {"start": 940.03, "end": 940.81, "word": " ال", "probability": 0.56494140625}, {"start": 940.81, "end": 941.05, "word": " synapse", "probability": 0.87939453125}, {"start": 941.05, "end": 941.25, "word": " كيف", "probability": 0.961181640625}, {"start": 941.25, "end": 941.55, "word": " ممكن", "probability": 0.970703125}, {"start": 941.55, "end": 942.51, "word": " احكمها", "probability": 0.9149169921875}, {"start": 942.51, "end": 942.67, "word": " اللي", "probability": 0.950927734375}, {"start": 942.67, "end": 942.79, "word": " هو", "probability": 0.98193359375}, {"start": 942.79, "end": 943.17, "word": " المشبك", "probability": 0.9737548828125}, {"start": 943.17, "end": 943.27, "word": " اللي", "probability": 0.978515625}, {"start": 943.27, "end": 943.63, "word": " حكينا", "probability": 0.9912109375}, {"start": 943.63, "end": 943.93, "word": " عنه", "probability": 0.98046875}, {"start": 943.93, "end": 944.65, "word": " وقولنا", "probability": 0.727783203125}], "temperature": 1.0}, {"id": 42, "seek": 97403, "start": 945.35, "end": 974.03, "text": "إنه هذا بيعتمد على أمور كتيرة وممكن يختلف بين شخص للتاني وممكن يختلف للشخص نفسه إذا كان هو مرتاح أو مش مرتاح البيئة اللي بيشتغل فيها هي مناسبة فهيكون استقباله أفضل وأحسن فتدخل الحقيقة كمان في طريقة غذائه وهل فعلا بيصل المواد المناسبة للدماغ بشكل مناسب أو لأ المهم إن هذه القيمة الحقيقة متغيرة في الحقيقة متغيرة وحسب البيئة أنا بدي أدور الآن من ناحية هندسية", "tokens": [28814, 1863, 3224, 23758, 4724, 1829, 34268, 2304, 3215, 15844, 5551, 2304, 13063, 9122, 2655, 48923, 4032, 2304, 43020, 7251, 46456, 46538, 49374, 13412, 9778, 9381, 24976, 2655, 7649, 1829, 4032, 2304, 43020, 7251, 46456, 46538, 24976, 8592, 9778, 9381, 8717, 36178, 3224, 11933, 15730, 25961, 31439, 3714, 43500, 39319, 34051, 37893, 3714, 43500, 39319, 2423, 21292, 19986, 3660, 13672, 1829, 4724, 1829, 8592, 2655, 17082, 1211, 8978, 11296, 39896, 3714, 8315, 35457, 3660, 6156, 3224, 1829, 30544, 44713, 4587, 3555, 6027, 3224, 5551, 5172, 11242, 1211, 36725, 5016, 3794, 1863, 6156, 2655, 3215, 9778, 1211, 21542, 38436, 28671, 9122, 2304, 7649, 8978, 23032, 16572, 28671, 32771, 8848, 16373, 3224, 4032, 3224, 1211, 6156, 3615, 15040, 4724, 1829, 36520, 9673, 14407, 3215, 9673, 8315, 35457, 3660, 24976, 40448, 5718, 118, 4724, 8592, 28820, 3714, 8315, 35457, 34051, 5296, 10721, 9673, 16095, 36145, 29538, 25062, 32640, 3660, 21542, 38436, 28671, 44650, 17082, 48923, 8978, 21542, 38436, 28671, 44650, 17082, 48923, 4032, 5016, 35457, 2423, 21292, 19986, 3660, 41850, 4724, 16254, 5551, 3215, 13063, 6024, 48506, 9154, 8717, 39319, 10632, 8032, 41260, 3794, 10632], "avg_logprob": -0.09101776062139397, "compression_ratio": 2.1282894736842106, "no_speech_prob": 1.6689300537109375e-06, "words": [{"start": 945.35, "end": 945.67, "word": "إنه", "probability": 0.59228515625}, {"start": 945.67, "end": 945.77, "word": " هذا", "probability": 0.8125}, {"start": 945.77, "end": 946.33, "word": " بيعتمد", "probability": 0.97392578125}, {"start": 946.33, "end": 946.57, "word": " على", "probability": 0.853515625}, {"start": 946.57, "end": 947.21, "word": " أمور", "probability": 0.9889322916666666}, {"start": 947.21, "end": 947.61, "word": " كتيرة", "probability": 0.9109700520833334}, {"start": 947.61, "end": 948.17, "word": " وممكن", "probability": 0.78369140625}, {"start": 948.17, "end": 948.67, "word": " يختلف", "probability": 0.9954427083333334}, {"start": 948.67, "end": 949.15, "word": " بين", "probability": 0.72119140625}, {"start": 949.15, "end": 949.43, "word": " شخص", "probability": 0.9720052083333334}, {"start": 949.43, "end": 949.89, "word": " للتاني", "probability": 0.9222412109375}, {"start": 949.89, "end": 950.19, "word": " وممكن", "probability": 0.8580729166666666}, {"start": 950.19, "end": 950.59, "word": " يختلف", "probability": 0.9962565104166666}, {"start": 950.59, "end": 951.21, "word": " للشخص", "probability": 0.9710693359375}, {"start": 951.21, "end": 951.71, "word": " نفسه", "probability": 0.9982096354166666}, {"start": 951.71, "end": 952.05, "word": " إذا", "probability": 0.9443359375}, {"start": 952.05, "end": 952.23, "word": " كان", "probability": 0.9892578125}, {"start": 952.23, "end": 952.35, "word": " هو", "probability": 0.75927734375}, {"start": 952.35, "end": 952.83, "word": " مرتاح", "probability": 0.9899088541666666}, {"start": 952.83, "end": 953.01, "word": " أو", "probability": 0.92822265625}, {"start": 953.01, "end": 953.17, "word": " مش", "probability": 0.9765625}, {"start": 953.17, "end": 953.57, "word": " مرتاح", "probability": 0.9889322916666666}, {"start": 953.57, "end": 954.27, "word": " البيئة", "probability": 0.85076904296875}, {"start": 954.27, "end": 954.39, "word": " اللي", "probability": 0.93505859375}, {"start": 954.39, "end": 954.67, "word": " بيشتغل", "probability": 0.979248046875}, {"start": 954.67, "end": 954.91, "word": " فيها", "probability": 0.9833984375}, {"start": 954.91, "end": 955.03, "word": " هي", "probability": 0.88916015625}, {"start": 955.03, "end": 955.47, "word": " مناسبة", "probability": 0.9794921875}, {"start": 955.47, "end": 955.85, "word": " فهيكون", "probability": 0.8670654296875}, {"start": 955.85, "end": 956.35, "word": " استقباله", "probability": 0.95693359375}, {"start": 956.35, "end": 956.71, "word": " أفضل", "probability": 0.9951171875}, {"start": 956.71, "end": 957.37, "word": " وأحسن", "probability": 0.9033203125}, {"start": 957.37, "end": 958.23, "word": " فتدخل", "probability": 0.96318359375}, {"start": 958.23, "end": 958.59, "word": " الحقيقة", "probability": 0.9910481770833334}, {"start": 958.59, "end": 958.89, "word": " كمان", "probability": 0.9715169270833334}, {"start": 958.89, "end": 959.05, "word": " في", "probability": 0.97216796875}, {"start": 959.05, "end": 959.83, "word": " طريقة", "probability": 0.9329427083333334}, {"start": 959.83, "end": 960.35, "word": " غذائه", "probability": 0.87255859375}, {"start": 960.35, "end": 960.99, "word": " وهل", "probability": 0.7935384114583334}, {"start": 960.99, "end": 961.33, "word": " فعلا", "probability": 0.9072265625}, {"start": 961.33, "end": 961.77, "word": " بيصل", "probability": 0.9195963541666666}, {"start": 961.77, "end": 962.27, "word": " المواد", "probability": 0.97021484375}, {"start": 962.27, "end": 963.03, "word": " المناسبة", "probability": 0.9898681640625}, {"start": 963.03, "end": 963.59, "word": " للدماغ", "probability": 0.860107421875}, {"start": 963.59, "end": 964.01, "word": " بشكل", "probability": 0.9830729166666666}, {"start": 964.01, "end": 964.45, "word": " مناسب", "probability": 0.9348958333333334}, {"start": 964.45, "end": 964.65, "word": " أو", "probability": 0.90185546875}, {"start": 964.65, "end": 964.85, "word": " لأ", "probability": 0.900634765625}, {"start": 964.85, "end": 965.69, "word": " المهم", "probability": 0.86181640625}, {"start": 965.69, "end": 966.13, "word": " إن", "probability": 0.53466796875}, {"start": 966.13, "end": 966.39, "word": " هذه", "probability": 0.517578125}, {"start": 966.39, "end": 967.39, "word": " القيمة", "probability": 0.98095703125}, {"start": 967.39, "end": 967.81, "word": " الحقيقة", "probability": 0.953125}, {"start": 967.81, "end": 968.43, "word": " متغيرة", "probability": 0.9436848958333334}, {"start": 968.43, "end": 968.87, "word": " في", "probability": 0.5947265625}, {"start": 968.87, "end": 969.21, "word": " الحقيقة", "probability": 0.9920247395833334}, {"start": 969.21, "end": 969.81, "word": " متغيرة", "probability": 0.9855143229166666}, {"start": 969.81, "end": 970.51, "word": " وحسب", "probability": 0.95849609375}, {"start": 970.51, "end": 971.25, "word": " البيئة", "probability": 0.9854736328125}, {"start": 971.25, "end": 971.57, "word": " أنا", "probability": 0.8134765625}, {"start": 971.57, "end": 971.79, "word": " بدي", "probability": 0.80810546875}, {"start": 971.79, "end": 972.19, "word": " أدور", "probability": 0.9615885416666666}, {"start": 972.19, "end": 972.63, "word": " الآن", "probability": 0.83447265625}, {"start": 972.63, "end": 973.13, "word": " من", "probability": 0.99267578125}, {"start": 973.13, "end": 973.43, "word": " ناحية", "probability": 0.98681640625}, {"start": 973.43, "end": 974.03, "word": " هندسية", "probability": 0.985107421875}], "temperature": 1.0}, {"id": 43, "seek": 100030, "start": 974.46, "end": 1000.3, "text": "على أفضل بيئة مناسبة عشان اعلم ال machine task محددة task محددة مهمة محددة اقوله والله خد هاي مجموعة صور اعرف ليه لما ادخلك الصورة هذه قولي هدف لان و ادخلك الصورة هذه قولي هدف لان رقم اتنين ادخلك الصورة التالتة قولي هدف لان رقم تلاتة فبدنا نعمل عملية الفهم هذه من خلال حاجة اسمها ال weights ال weights هي تقابل ال synapse", "tokens": [3615, 23942, 5551, 5172, 11242, 1211, 4724, 1829, 19986, 3660, 3714, 8315, 35457, 3660, 6225, 8592, 7649, 1975, 3615, 19528, 2423, 3479, 5633, 3714, 24401, 41891, 5633, 3714, 24401, 41891, 3714, 16095, 3660, 3714, 24401, 41891, 1975, 39648, 3224, 16070, 43761, 16490, 3215, 8032, 47302, 3714, 7435, 2304, 45367, 3660, 20328, 13063, 1975, 3615, 28480, 32239, 3224, 5296, 15042, 1975, 3215, 9778, 23275, 31767, 13063, 3660, 29538, 12174, 12610, 1829, 8032, 3215, 5172, 5296, 7649, 4032, 1975, 3215, 9778, 23275, 31767, 13063, 3660, 29538, 12174, 12610, 1829, 8032, 3215, 5172, 5296, 7649, 12602, 4587, 2304, 1975, 2655, 1863, 9957, 1975, 3215, 9778, 23275, 31767, 13063, 3660, 16712, 6027, 2655, 3660, 12174, 12610, 1829, 8032, 3215, 5172, 5296, 7649, 12602, 4587, 2304, 6055, 1211, 9307, 3660, 6156, 44510, 8315, 8717, 25957, 1211, 6225, 42213, 10632, 27188, 16095, 29538, 9154, 16490, 1211, 6027, 11331, 26108, 3660, 24525, 2304, 11296, 2423, 17443, 2423, 17443, 39896, 6055, 4587, 16758, 1211, 2423, 5451, 11145], "avg_logprob": -0.14042969159781932, "compression_ratio": 2.125, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 974.46, "end": 974.74, "word": "على", "probability": 0.9541015625}, {"start": 974.74, "end": 975.22, "word": " أفضل", "probability": 0.986083984375}, {"start": 975.22, "end": 975.72, "word": " بيئة", "probability": 0.982421875}, {"start": 975.72, "end": 976.34, "word": " مناسبة", "probability": 0.963623046875}, {"start": 976.34, "end": 976.68, "word": " عشان", "probability": 0.9361979166666666}, {"start": 976.68, "end": 977.22, "word": " اعلم", "probability": 0.7828776041666666}, {"start": 977.22, "end": 977.76, "word": " ال", "probability": 0.9462890625}, {"start": 977.76, "end": 978.12, "word": " machine", "probability": 0.65576171875}, {"start": 978.12, "end": 979.36, "word": " task", "probability": 0.587890625}, {"start": 979.36, "end": 979.96, "word": " محددة", "probability": 0.9879557291666666}, {"start": 979.96, "end": 980.86, "word": " task", "probability": 0.5126953125}, {"start": 980.86, "end": 981.46, "word": " محددة", "probability": 0.9879557291666666}, {"start": 981.46, "end": 981.98, "word": " مهمة", "probability": 0.93603515625}, {"start": 981.98, "end": 982.36, "word": " محددة", "probability": 0.9962565104166666}, {"start": 982.36, "end": 982.68, "word": " اقوله", "probability": 0.7239583333333334}, {"start": 982.68, "end": 982.98, "word": " والله", "probability": 0.832275390625}, {"start": 982.98, "end": 983.72, "word": " خد", "probability": 0.93017578125}, {"start": 983.72, "end": 984.14, "word": " هاي", "probability": 0.5946044921875}, {"start": 984.14, "end": 984.56, "word": " مجموعة", "probability": 0.86494140625}, {"start": 984.56, "end": 984.86, "word": " صور", "probability": 0.982666015625}, {"start": 984.86, "end": 985.18, "word": " اعرف", "probability": 0.95556640625}, {"start": 985.18, "end": 985.34, "word": " ليه", "probability": 0.58050537109375}, {"start": 985.34, "end": 985.44, "word": " لما", "probability": 0.715087890625}, {"start": 985.44, "end": 985.76, "word": " ادخلك", "probability": 0.88818359375}, {"start": 985.76, "end": 986.18, "word": " الصورة", "probability": 0.9596354166666666}, {"start": 986.18, "end": 986.4, "word": " هذه", "probability": 0.58642578125}, {"start": 986.4, "end": 986.96, "word": " قولي", "probability": 0.5860188802083334}, {"start": 986.96, "end": 987.22, "word": " هدف", "probability": 0.8251953125}, {"start": 987.22, "end": 987.5, "word": " لان", "probability": 0.72900390625}, {"start": 987.5, "end": 987.66, "word": " و", "probability": 0.447265625}, {"start": 987.66, "end": 988.12, "word": " ادخلك", "probability": 0.793701171875}, {"start": 988.12, "end": 988.9, "word": " الصورة", "probability": 0.9217122395833334}, {"start": 988.9, "end": 989.02, "word": " هذه", "probability": 0.64013671875}, {"start": 989.02, "end": 989.2, "word": " قولي", "probability": 0.9542643229166666}, {"start": 989.2, "end": 989.38, "word": " هدف", "probability": 0.9519856770833334}, {"start": 989.38, "end": 989.56, "word": " لان", "probability": 0.97265625}, {"start": 989.56, "end": 989.78, "word": " رقم", "probability": 0.9850260416666666}, {"start": 989.78, "end": 990.1, "word": " اتنين", "probability": 0.94580078125}, {"start": 990.1, "end": 990.78, "word": " ادخلك", "probability": 0.9578857421875}, {"start": 990.78, "end": 991.08, "word": " الصورة", "probability": 0.9768880208333334}, {"start": 991.08, "end": 991.38, "word": " التالتة", "probability": 0.964599609375}, {"start": 991.38, "end": 991.56, "word": " قولي", "probability": 0.9397786458333334}, {"start": 991.56, "end": 991.7, "word": " هدف", "probability": 0.9757486979166666}, {"start": 991.7, "end": 991.86, "word": " لان", "probability": 0.973876953125}, {"start": 991.86, "end": 992.04, "word": " رقم", "probability": 0.9847005208333334}, {"start": 992.04, "end": 992.36, "word": " تلاتة", "probability": 0.8505859375}, {"start": 992.36, "end": 992.88, "word": " فبدنا", "probability": 0.8447265625}, {"start": 992.88, "end": 993.16, "word": " نعمل", "probability": 0.99658203125}, {"start": 993.16, "end": 993.48, "word": " عملية", "probability": 0.9637044270833334}, {"start": 993.48, "end": 993.92, "word": " الفهم", "probability": 0.945556640625}, {"start": 993.92, "end": 994.26, "word": " هذه", "probability": 0.8544921875}, {"start": 994.26, "end": 995.56, "word": " من", "probability": 0.984375}, {"start": 995.56, "end": 996.08, "word": " خلال", "probability": 0.9944661458333334}, {"start": 996.08, "end": 997.04, "word": " حاجة", "probability": 0.9833984375}, {"start": 997.04, "end": 997.42, "word": " اسمها", "probability": 0.9632161458333334}, {"start": 997.42, "end": 997.62, "word": " ال", "probability": 0.99462890625}, {"start": 997.62, "end": 997.98, "word": " weights", "probability": 0.6064453125}, {"start": 997.98, "end": 998.7, "word": " ال", "probability": 0.87646484375}, {"start": 998.7, "end": 998.94, "word": " weights", "probability": 0.587890625}, {"start": 998.94, "end": 999.16, "word": " هي", "probability": 0.9365234375}, {"start": 999.16, "end": 999.84, "word": " تقابل", "probability": 0.9910888671875}, {"start": 999.84, "end": 999.94, "word": " ال", "probability": 0.841796875}, {"start": 999.94, "end": 1000.3, "word": " synapse", "probability": 0.653564453125}], "temperature": 1.0}, {"id": 44, "seek": 100964, "start": 1001.46, "end": 1009.64, "text": "فهذه اللي هي بتعمل connection between two neurons، إيش يعني two neurons؟ بمعنى أخدنا مستقبلات هذه ال input", "tokens": [5172, 3224, 24192, 13672, 1829, 39896, 39894, 25957, 1211, 4984, 1296, 732, 22027, 12399, 11933, 1829, 8592, 37495, 22653, 732, 22027, 22807, 4724, 2304, 3615, 1863, 7578, 5551, 9778, 3215, 8315, 3714, 14851, 4587, 36150, 9307, 29538, 2423, 4846], "avg_logprob": -0.22714843712747096, "compression_ratio": 1.2338709677419355, "no_speech_prob": 0.0, "words": [{"start": 1001.46, "end": 1002.08, "word": "فهذه", "probability": 0.67333984375}, {"start": 1002.08, "end": 1003.02, "word": " اللي", "probability": 0.708984375}, {"start": 1003.02, "end": 1003.2, "word": " هي", "probability": 0.60595703125}, {"start": 1003.2, "end": 1003.58, "word": " بتعمل", "probability": 0.9793294270833334}, {"start": 1003.58, "end": 1004.08, "word": " connection", "probability": 0.701171875}, {"start": 1004.08, "end": 1004.62, "word": " between", "probability": 0.69189453125}, {"start": 1004.62, "end": 1005.26, "word": " two", "probability": 0.89306640625}, {"start": 1005.26, "end": 1006.08, "word": " neurons،", "probability": 0.58648681640625}, {"start": 1006.08, "end": 1006.62, "word": " إيش", "probability": 0.7471516927083334}, {"start": 1006.62, "end": 1006.88, "word": " يعني", "probability": 0.9638671875}, {"start": 1006.88, "end": 1007.12, "word": " two", "probability": 0.845703125}, {"start": 1007.12, "end": 1007.92, "word": " neurons؟", "probability": 0.876708984375}, {"start": 1007.92, "end": 1008.3, "word": " بمعنى", "probability": 0.95283203125}, {"start": 1008.3, "end": 1008.64, "word": " أخدنا", "probability": 0.95361328125}, {"start": 1008.64, "end": 1009.18, "word": " مستقبلات", "probability": 0.888671875}, {"start": 1009.18, "end": 1009.3, "word": " هذه", "probability": 0.45458984375}, {"start": 1009.3, "end": 1009.4, "word": " ال", "probability": 0.9072265625}, {"start": 1009.4, "end": 1009.64, "word": " input", "probability": 0.90283203125}], "temperature": 1.0}, {"id": 45, "seek": 103336, "start": 1010.69, "end": 1033.37, "text": "و هذه طلعت output ال output هذا المفروض أنه وين بده يروح؟ بده يروح ل نيورون أخرى ل نيورون أخرى فهذه هنسميها اللي بينهم W أو ال weight ليش؟ لأن عشان أوصل two neurons المفروض أنه يكون فيه synapse biologically من ناحية بيولوجية المفروض أنه في synapse between them فهذه ال synapse يقابلها ال weight بحيث أنه أقول هل مناسب أنه فعلا", "tokens": [2407, 29538, 23032, 1211, 34268, 5598, 2423, 5598, 23758, 9673, 5172, 32887, 11242, 14739, 3224, 4032, 9957, 47525, 3224, 7251, 32887, 5016, 22807, 47525, 3224, 7251, 32887, 5016, 5296, 8717, 1829, 13063, 11536, 5551, 34740, 7578, 5296, 8717, 1829, 13063, 11536, 5551, 34740, 7578, 6156, 3224, 24192, 8032, 1863, 38251, 1829, 11296, 13672, 1829, 49374, 16095, 343, 34051, 2423, 3364, 32239, 8592, 22807, 5296, 33456, 6225, 8592, 7649, 34051, 36520, 732, 22027, 9673, 5172, 32887, 11242, 14739, 3224, 7251, 30544, 8978, 3224, 5451, 11145, 3228, 17157, 9154, 8717, 39319, 10632, 4724, 1829, 12610, 29245, 10632, 9673, 5172, 32887, 11242, 14739, 3224, 8978, 5451, 11145, 1296, 552, 6156, 3224, 24192, 2423, 5451, 11145, 7251, 4587, 16758, 1211, 11296, 2423, 3364, 4724, 5016, 1829, 12984, 14739, 3224, 5551, 39648, 8032, 1211, 3714, 8315, 35457, 14739, 3224, 6156, 3615, 15040], "avg_logprob": -0.17912137745947077, "compression_ratio": 1.8962962962962964, "no_speech_prob": 1.1205673217773438e-05, "words": [{"start": 1010.69, "end": 1010.87, "word": "و", "probability": 0.81689453125}, {"start": 1010.87, "end": 1011.03, "word": " هذه", "probability": 0.429443359375}, {"start": 1011.03, "end": 1011.41, "word": " طلعت", "probability": 0.97509765625}, {"start": 1011.41, "end": 1011.89, "word": " output", "probability": 0.98388671875}, {"start": 1011.89, "end": 1012.37, "word": " ال", "probability": 0.5849609375}, {"start": 1012.37, "end": 1012.67, "word": " output", "probability": 0.982421875}, {"start": 1012.67, "end": 1012.87, "word": " هذا", "probability": 0.82958984375}, {"start": 1012.87, "end": 1013.25, "word": " المفروض", "probability": 0.98974609375}, {"start": 1013.25, "end": 1013.41, "word": " أنه", "probability": 0.632568359375}, {"start": 1013.41, "end": 1013.53, "word": " وين", "probability": 0.56402587890625}, {"start": 1013.53, "end": 1013.71, "word": " بده", "probability": 0.67041015625}, {"start": 1013.71, "end": 1013.95, "word": " يروح؟", "probability": 0.85040283203125}, {"start": 1013.95, "end": 1014.15, "word": " بده", "probability": 0.73046875}, {"start": 1014.15, "end": 1014.29, "word": " يروح", "probability": 0.99169921875}, {"start": 1014.29, "end": 1014.41, "word": " ل", "probability": 0.939453125}, {"start": 1014.41, "end": 1014.71, "word": " نيورون", "probability": 0.66448974609375}, {"start": 1014.71, "end": 1015.45, "word": " أخرى", "probability": 0.95703125}, {"start": 1015.45, "end": 1015.63, "word": " ل", "probability": 0.471435546875}, {"start": 1015.63, "end": 1016.01, "word": " نيورون", "probability": 0.8809814453125}, {"start": 1016.01, "end": 1016.47, "word": " أخرى", "probability": 0.97802734375}, {"start": 1016.47, "end": 1016.91, "word": " فهذه", "probability": 0.9161783854166666}, {"start": 1016.91, "end": 1017.47, "word": " هنسميها", "probability": 0.815869140625}, {"start": 1017.47, "end": 1017.59, "word": " اللي", "probability": 0.853759765625}, {"start": 1017.59, "end": 1017.91, "word": " بينهم", "probability": 0.967041015625}, {"start": 1017.91, "end": 1018.31, "word": " W", "probability": 0.33935546875}, {"start": 1018.31, "end": 1018.87, "word": " أو", "probability": 0.814453125}, {"start": 1018.87, "end": 1019.29, "word": " ال", "probability": 0.98681640625}, {"start": 1019.29, "end": 1019.61, "word": " weight", "probability": 0.95947265625}, {"start": 1019.61, "end": 1020.45, "word": " ليش؟", "probability": 0.8338216145833334}, {"start": 1020.45, "end": 1020.67, "word": " لأن", "probability": 0.905517578125}, {"start": 1020.67, "end": 1020.97, "word": " عشان", "probability": 0.89794921875}, {"start": 1020.97, "end": 1021.43, "word": " أوصل", "probability": 0.69482421875}, {"start": 1021.43, "end": 1021.79, "word": " two", "probability": 0.78759765625}, {"start": 1021.79, "end": 1022.89, "word": " neurons", "probability": 0.9296875}, {"start": 1022.89, "end": 1023.71, "word": " المفروض", "probability": 0.9840087890625}, {"start": 1023.71, "end": 1023.91, "word": " أنه", "probability": 0.6207275390625}, {"start": 1023.91, "end": 1024.05, "word": " يكون", "probability": 0.977783203125}, {"start": 1024.05, "end": 1024.25, "word": " فيه", "probability": 0.935302734375}, {"start": 1024.25, "end": 1024.65, "word": " synapse", "probability": 0.7880859375}, {"start": 1024.65, "end": 1025.35, "word": " biologically", "probability": 0.705078125}, {"start": 1025.35, "end": 1025.71, "word": " من", "probability": 0.7978515625}, {"start": 1025.71, "end": 1025.95, "word": " ناحية", "probability": 0.9695638020833334}, {"start": 1025.95, "end": 1026.55, "word": " بيولوجية", "probability": 0.823828125}, {"start": 1026.55, "end": 1027.07, "word": " المفروض", "probability": 0.9873046875}, {"start": 1027.07, "end": 1027.21, "word": " أنه", "probability": 0.844482421875}, {"start": 1027.21, "end": 1027.31, "word": " في", "probability": 0.9072265625}, {"start": 1027.31, "end": 1027.67, "word": " synapse", "probability": 0.7335205078125}, {"start": 1027.67, "end": 1027.95, "word": " between", "probability": 0.95068359375}, {"start": 1027.95, "end": 1028.25, "word": " them", "probability": 0.9453125}, {"start": 1028.25, "end": 1028.89, "word": " فهذه", "probability": 0.9679361979166666}, {"start": 1028.89, "end": 1029.05, "word": " ال", "probability": 0.88720703125}, {"start": 1029.05, "end": 1029.37, "word": " synapse", "probability": 0.8994140625}, {"start": 1029.37, "end": 1029.99, "word": " يقابلها", "probability": 0.971875}, {"start": 1029.99, "end": 1030.45, "word": " ال", "probability": 0.99072265625}, {"start": 1030.45, "end": 1030.79, "word": " weight", "probability": 0.97509765625}, {"start": 1030.79, "end": 1031.27, "word": " بحيث", "probability": 0.945556640625}, {"start": 1031.27, "end": 1031.43, "word": " أنه", "probability": 0.900634765625}, {"start": 1031.43, "end": 1031.75, "word": " أقول", "probability": 0.85693359375}, {"start": 1031.75, "end": 1032.27, "word": " هل", "probability": 0.899169921875}, {"start": 1032.27, "end": 1032.71, "word": " مناسب", "probability": 0.943359375}, {"start": 1032.71, "end": 1033.03, "word": " أنه", "probability": 0.7783203125}, {"start": 1033.03, "end": 1033.37, "word": " فعلا", "probability": 0.8981119791666666}], "temperature": 1.0}, {"id": 46, "seek": 105869, "start": 1034.11, "end": 1058.69, "text": "من الأفضل عشان اعمل ال training او التدريب ل task محددة ان ال W هذه ال connection هذه تكون عالية ولا منخفضة ولا جداش ال gain تبعها هذا هو عملية ال training الحقيقة اللي هنتكلم عنها لاحقا او التعليم كيف انا ممكن اعلم الشبكة فهذه ببساطة ال model من ناحية artificial او هندسي من ناحية صناعية او هندسية", "tokens": [27842, 16247, 5172, 11242, 1211, 6225, 8592, 7649, 1975, 25957, 1211, 2423, 3097, 1975, 2407, 16712, 3215, 16572, 3555, 5296, 5633, 3714, 24401, 41891, 16472, 2423, 343, 29538, 2423, 4984, 29538, 6055, 30544, 6225, 6027, 10632, 49429, 9154, 9778, 5172, 11242, 3660, 49429, 10874, 3215, 33599, 2423, 6052, 6055, 3555, 3615, 11296, 23758, 31439, 6225, 42213, 10632, 2423, 3097, 21542, 38436, 28671, 13672, 1829, 8032, 29399, 4117, 19528, 18871, 11296, 20193, 5016, 4587, 995, 1975, 2407, 16712, 3615, 20292, 2304, 9122, 33911, 1975, 8315, 3714, 43020, 1975, 3615, 19528, 25124, 3555, 4117, 3660, 6156, 3224, 24192, 4724, 3555, 3794, 41193, 3660, 2423, 2316, 9154, 8717, 39319, 10632, 11677, 1975, 2407, 8032, 41260, 3794, 1829, 9154, 8717, 39319, 10632, 20328, 8315, 3615, 10632, 1975, 2407, 8032, 41260, 3794, 10632], "avg_logprob": -0.11082848837209303, "compression_ratio": 1.8807692307692307, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1034.11, "end": 1034.37, "word": "من", "probability": 0.94140625}, {"start": 1034.37, "end": 1034.85, "word": " الأفضل", "probability": 0.9940185546875}, {"start": 1034.85, "end": 1035.37, "word": " عشان", "probability": 0.9178059895833334}, {"start": 1035.37, "end": 1035.75, "word": " اعمل", "probability": 0.8221842447916666}, {"start": 1035.75, "end": 1035.89, "word": " ال", "probability": 0.54931640625}, {"start": 1035.89, "end": 1036.27, "word": " training", "probability": 0.7705078125}, {"start": 1036.27, "end": 1036.63, "word": " او", "probability": 0.6771240234375}, {"start": 1036.63, "end": 1037.19, "word": " التدريب", "probability": 0.9901123046875}, {"start": 1037.19, "end": 1037.61, "word": " ل", "probability": 0.8984375}, {"start": 1037.61, "end": 1037.99, "word": " task", "probability": 0.8603515625}, {"start": 1037.99, "end": 1038.55, "word": " محددة", "probability": 0.9864908854166666}, {"start": 1038.55, "end": 1038.97, "word": " ان", "probability": 0.7353515625}, {"start": 1038.97, "end": 1039.27, "word": " ال", "probability": 0.95947265625}, {"start": 1039.27, "end": 1039.65, "word": " W", "probability": 0.430908203125}, {"start": 1039.65, "end": 1039.99, "word": " هذه", "probability": 0.46044921875}, {"start": 1039.99, "end": 1040.13, "word": " ال", "probability": 0.8486328125}, {"start": 1040.13, "end": 1040.43, "word": " connection", "probability": 0.8447265625}, {"start": 1040.43, "end": 1040.77, "word": " هذه", "probability": 0.6376953125}, {"start": 1040.77, "end": 1041.07, "word": " تكون", "probability": 0.974853515625}, {"start": 1041.07, "end": 1041.47, "word": " عالية", "probability": 0.9749348958333334}, {"start": 1041.47, "end": 1041.61, "word": " ولا", "probability": 0.75830078125}, {"start": 1041.61, "end": 1042.11, "word": " منخفضة", "probability": 0.9369140625}, {"start": 1042.11, "end": 1042.27, "word": " ولا", "probability": 0.90576171875}, {"start": 1042.27, "end": 1042.57, "word": " جداش", "probability": 0.6888020833333334}, {"start": 1042.57, "end": 1042.69, "word": " ال", "probability": 0.89404296875}, {"start": 1042.69, "end": 1042.89, "word": " gain", "probability": 0.76513671875}, {"start": 1042.89, "end": 1043.33, "word": " تبعها", "probability": 0.8701171875}, {"start": 1043.33, "end": 1044.13, "word": " هذا", "probability": 0.5009765625}, {"start": 1044.13, "end": 1044.33, "word": " هو", "probability": 0.9580078125}, {"start": 1044.33, "end": 1044.65, "word": " عملية", "probability": 0.9694010416666666}, {"start": 1044.65, "end": 1044.79, "word": " ال", "probability": 0.83740234375}, {"start": 1044.79, "end": 1045.13, "word": " training", "probability": 0.90185546875}, {"start": 1045.13, "end": 1045.55, "word": " الحقيقة", "probability": 0.970703125}, {"start": 1045.55, "end": 1045.65, "word": " اللي", "probability": 0.852294921875}, {"start": 1045.65, "end": 1046.01, "word": " هنتكلم", "probability": 0.9083251953125}, {"start": 1046.01, "end": 1046.19, "word": " عنها", "probability": 0.995361328125}, {"start": 1046.19, "end": 1046.51, "word": " لاحقا", "probability": 0.9222412109375}, {"start": 1046.51, "end": 1046.71, "word": " او", "probability": 0.86279296875}, {"start": 1046.71, "end": 1048.11, "word": " التعليم", "probability": 0.9788818359375}, {"start": 1048.11, "end": 1048.61, "word": " كيف", "probability": 0.965087890625}, {"start": 1048.61, "end": 1048.75, "word": " انا", "probability": 0.848876953125}, {"start": 1048.75, "end": 1049.23, "word": " ممكن", "probability": 0.986572265625}, {"start": 1049.23, "end": 1050.03, "word": " اعلم", "probability": 0.94384765625}, {"start": 1050.03, "end": 1051.19, "word": " الشبكة", "probability": 0.977294921875}, {"start": 1051.19, "end": 1051.93, "word": " فهذه", "probability": 0.9148763020833334}, {"start": 1051.93, "end": 1052.55, "word": " ببساطة", "probability": 0.9529296875}, {"start": 1052.55, "end": 1052.79, "word": " ال", "probability": 0.81689453125}, {"start": 1052.79, "end": 1053.23, "word": " model", "probability": 0.90771484375}, {"start": 1053.23, "end": 1053.83, "word": " من", "probability": 0.9921875}, {"start": 1053.83, "end": 1054.37, "word": " ناحية", "probability": 0.9873046875}, {"start": 1054.37, "end": 1055.13, "word": " artificial", "probability": 0.7158203125}, {"start": 1055.13, "end": 1055.57, "word": " او", "probability": 0.958984375}, {"start": 1055.57, "end": 1056.47, "word": " هندسي", "probability": 0.9349365234375}, {"start": 1056.47, "end": 1056.69, "word": " من", "probability": 0.93505859375}, {"start": 1056.69, "end": 1057.09, "word": " ناحية", "probability": 0.9807942708333334}, {"start": 1057.09, "end": 1057.91, "word": " صناعية", "probability": 0.9954833984375}, {"start": 1057.91, "end": 1058.11, "word": " او", "probability": 0.97412109375}, {"start": 1058.11, "end": 1058.69, "word": " هندسية", "probability": 0.9935302734375}], "temperature": 1.0}, {"id": 47, "seek": 107635, "start": 1059.36, "end": 1076.36, "text": "تمام فبنقدر الان نقول انه صار عندي neuron او artificial neuron بهذا الشكل اللي احنا شايفينه مستقبلات inputs هدول المفروض جايينها اما من ال input او جايينها من neurons اخرى كل واحدة مضروبة في مين؟ في ال W", "tokens": [39237, 10943, 6156, 3555, 1863, 28543, 2288, 2423, 7649, 8717, 39648, 16472, 3224, 20328, 9640, 18871, 16254, 34090, 1975, 2407, 11677, 34090, 39627, 15730, 25124, 28820, 13672, 1829, 1975, 5016, 8315, 13412, 995, 33911, 9957, 3224, 3714, 14851, 4587, 36150, 9307, 15743, 8032, 3215, 12610, 9673, 5172, 32887, 11242, 10874, 47302, 9957, 11296, 1975, 15042, 9154, 2423, 4846, 1975, 2407, 10874, 47302, 9957, 11296, 9154, 22027, 1975, 34740, 7578, 28242, 36764, 24401, 3660, 3714, 11242, 32887, 49401, 8978, 3714, 9957, 22807, 8978, 2423, 343], "avg_logprob": -0.15514705601860496, "compression_ratio": 1.6237623762376239, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1059.36, "end": 1059.7, "word": "تمام", "probability": 0.809326171875}, {"start": 1059.7, "end": 1060.78, "word": " فبنقدر", "probability": 0.86923828125}, {"start": 1060.78, "end": 1061.06, "word": " الان", "probability": 0.6029052734375}, {"start": 1061.06, "end": 1061.32, "word": " نقول", "probability": 0.965576171875}, {"start": 1061.32, "end": 1061.58, "word": " انه", "probability": 0.767578125}, {"start": 1061.58, "end": 1061.7, "word": " صار", "probability": 0.9677734375}, {"start": 1061.7, "end": 1062.04, "word": " عندي", "probability": 0.7000732421875}, {"start": 1062.04, "end": 1063.0, "word": " neuron", "probability": 0.80419921875}, {"start": 1063.0, "end": 1063.36, "word": " او", "probability": 0.896240234375}, {"start": 1063.36, "end": 1064.02, "word": " artificial", "probability": 0.8720703125}, {"start": 1064.02, "end": 1064.8, "word": " neuron", "probability": 0.984375}, {"start": 1064.8, "end": 1066.2, "word": " بهذا", "probability": 0.9462890625}, {"start": 1066.2, "end": 1066.82, "word": " الشكل", "probability": 0.99072265625}, {"start": 1066.82, "end": 1066.94, "word": " اللي", "probability": 0.9208984375}, {"start": 1066.94, "end": 1067.18, "word": " احنا", "probability": 0.919921875}, {"start": 1067.18, "end": 1067.94, "word": " شايفينه", "probability": 0.96708984375}, {"start": 1067.94, "end": 1068.72, "word": " مستقبلات", "probability": 0.828662109375}, {"start": 1068.72, "end": 1069.18, "word": " inputs", "probability": 0.486328125}, {"start": 1069.18, "end": 1069.66, "word": " هدول", "probability": 0.9337565104166666}, {"start": 1069.66, "end": 1070.06, "word": " المفروض", "probability": 0.93505859375}, {"start": 1070.06, "end": 1070.68, "word": " جايينها", "probability": 0.85430908203125}, {"start": 1070.68, "end": 1071.04, "word": " اما", "probability": 0.897705078125}, {"start": 1071.04, "end": 1071.22, "word": " من", "probability": 0.994140625}, {"start": 1071.22, "end": 1071.32, "word": " ال", "probability": 0.97021484375}, {"start": 1071.32, "end": 1071.56, "word": " input", "probability": 0.89599609375}, {"start": 1071.56, "end": 1071.78, "word": " او", "probability": 0.914306640625}, {"start": 1071.78, "end": 1072.32, "word": " جايينها", "probability": 0.9576416015625}, {"start": 1072.32, "end": 1072.54, "word": " من", "probability": 0.98876953125}, {"start": 1072.54, "end": 1073.14, "word": " neurons", "probability": 0.85498046875}, {"start": 1073.14, "end": 1073.78, "word": " اخرى", "probability": 0.86376953125}, {"start": 1073.78, "end": 1074.46, "word": " كل", "probability": 0.84521484375}, {"start": 1074.46, "end": 1074.74, "word": " واحدة", "probability": 0.9527994791666666}, {"start": 1074.74, "end": 1075.06, "word": " مضروبة", "probability": 0.955810546875}, {"start": 1075.06, "end": 1075.22, "word": " في", "probability": 0.9150390625}, {"start": 1075.22, "end": 1075.92, "word": " مين؟", "probability": 0.675537109375}, {"start": 1075.92, "end": 1076.04, "word": " في", "probability": 0.93359375}, {"start": 1076.04, "end": 1076.14, "word": " ال", "probability": 0.9794921875}, {"start": 1076.14, "end": 1076.36, "word": " W", "probability": 0.5078125}], "temperature": 1.0}, {"id": 48, "seek": 109480, "start": 1076.76, "end": 1094.8, "text": "اللي هي قداش قيمة ال connections between them ال .. ال .. ال weights او ال synapse المشبك قداش قوة المشبك هذا وهذا بتشوفه برضه في البطارية حتى في البطارية مش لما بت .. بتجي في البطارية اول حاجة بنفكر فيها ان احنا نفرق او ننظف المشابك بالظبط لانه", "tokens": [6027, 20292, 39896, 12174, 3215, 33599, 12174, 32640, 3660, 2423, 9271, 1296, 552, 2423, 4386, 2423, 4386, 2423, 17443, 1975, 2407, 2423, 5451, 11145, 9673, 8592, 3555, 4117, 12174, 3215, 33599, 12174, 2407, 3660, 9673, 8592, 3555, 4117, 23758, 37037, 15730, 39894, 8592, 38688, 3224, 4724, 43042, 3224, 8978, 29739, 9566, 9640, 10632, 11331, 49975, 8978, 29739, 9566, 9640, 10632, 37893, 5296, 15042, 39894, 4386, 39894, 7435, 1829, 8978, 29739, 9566, 9640, 10632, 1975, 12610, 11331, 26108, 3660, 44945, 5172, 37983, 8978, 11296, 16472, 1975, 5016, 8315, 8717, 5172, 2288, 4587, 1975, 2407, 8717, 1863, 19913, 5172, 9673, 8592, 16758, 4117, 20666, 19913, 3555, 9566, 5296, 7649, 3224], "avg_logprob": -0.14514048165137614, "compression_ratio": 1.8604651162790697, "no_speech_prob": 7.748603820800781e-07, "words": [{"start": 1076.76, "end": 1076.98, "word": "اللي", "probability": 0.9296875}, {"start": 1076.98, "end": 1077.34, "word": " هي", "probability": 0.81298828125}, {"start": 1077.34, "end": 1077.96, "word": " قداش", "probability": 0.6385904947916666}, {"start": 1077.96, "end": 1078.22, "word": " قيمة", "probability": 0.9931640625}, {"start": 1078.22, "end": 1078.3, "word": " ال", "probability": 0.9658203125}, {"start": 1078.3, "end": 1078.62, "word": " connections", "probability": 0.89306640625}, {"start": 1078.62, "end": 1079.0, "word": " between", "probability": 0.93212890625}, {"start": 1079.0, "end": 1079.3, "word": " them", "probability": 0.939453125}, {"start": 1079.3, "end": 1079.84, "word": " ال", "probability": 0.7822265625}, {"start": 1079.84, "end": 1079.86, "word": " ..", "probability": 0.701171875}, {"start": 1079.86, "end": 1080.28, "word": " ال", "probability": 0.97412109375}, {"start": 1080.28, "end": 1080.28, "word": " ..", "probability": 0.9716796875}, {"start": 1080.28, "end": 1080.46, "word": " ال", "probability": 0.9951171875}, {"start": 1080.46, "end": 1080.82, "word": " weights", "probability": 0.60302734375}, {"start": 1080.82, "end": 1081.22, "word": " او", "probability": 0.702392578125}, {"start": 1081.22, "end": 1081.56, "word": " ال", "probability": 0.8798828125}, {"start": 1081.56, "end": 1082.02, "word": " synapse", "probability": 0.758056640625}, {"start": 1082.02, "end": 1083.02, "word": " المشبك", "probability": 0.85504150390625}, {"start": 1083.02, "end": 1083.56, "word": " قداش", "probability": 0.8639322916666666}, {"start": 1083.56, "end": 1084.16, "word": " قوة", "probability": 0.9521484375}, {"start": 1084.16, "end": 1084.62, "word": " المشبك", "probability": 0.9964599609375}, {"start": 1084.62, "end": 1084.88, "word": " هذا", "probability": 0.73388671875}, {"start": 1084.88, "end": 1085.68, "word": " وهذا", "probability": 0.819580078125}, {"start": 1085.68, "end": 1086.04, "word": " بتشوفه", "probability": 0.884765625}, {"start": 1086.04, "end": 1086.28, "word": " برضه", "probability": 0.9723307291666666}, {"start": 1086.28, "end": 1086.4, "word": " في", "probability": 0.90576171875}, {"start": 1086.4, "end": 1086.88, "word": " البطارية", "probability": 0.95654296875}, {"start": 1086.88, "end": 1087.36, "word": " حتى", "probability": 0.6260986328125}, {"start": 1087.36, "end": 1087.48, "word": " في", "probability": 0.95068359375}, {"start": 1087.48, "end": 1088.0, "word": " البطارية", "probability": 0.9947509765625}, {"start": 1088.0, "end": 1088.5, "word": " مش", "probability": 0.95703125}, {"start": 1088.5, "end": 1088.7, "word": " لما", "probability": 0.9423828125}, {"start": 1088.7, "end": 1089.14, "word": " بت", "probability": 0.81396484375}, {"start": 1089.14, "end": 1089.14, "word": " ..", "probability": 0.515625}, {"start": 1089.14, "end": 1089.54, "word": " بتجي", "probability": 0.8260091145833334}, {"start": 1089.54, "end": 1089.62, "word": " في", "probability": 0.52197265625}, {"start": 1089.62, "end": 1090.04, "word": " البطارية", "probability": 0.9964599609375}, {"start": 1090.04, "end": 1090.22, "word": " اول", "probability": 0.78759765625}, {"start": 1090.22, "end": 1090.42, "word": " حاجة", "probability": 0.9918619791666666}, {"start": 1090.42, "end": 1090.82, "word": " بنفكر", "probability": 0.9547526041666666}, {"start": 1090.82, "end": 1091.04, "word": " فيها", "probability": 0.98681640625}, {"start": 1091.04, "end": 1091.14, "word": " ان", "probability": 0.6875}, {"start": 1091.14, "end": 1091.42, "word": " احنا", "probability": 0.9339192708333334}, {"start": 1091.42, "end": 1092.26, "word": " نفرق", "probability": 0.8516845703125}, {"start": 1092.26, "end": 1092.38, "word": " او", "probability": 0.938720703125}, {"start": 1092.38, "end": 1092.72, "word": " ننظف", "probability": 0.9688720703125}, {"start": 1092.72, "end": 1093.36, "word": " المشابك", "probability": 0.955322265625}, {"start": 1093.36, "end": 1093.98, "word": " بالظبط", "probability": 0.9752197265625}, {"start": 1093.98, "end": 1094.8, "word": " لانه", "probability": 0.8046875}], "temperature": 1.0}, {"id": 49, "seek": 111790, "start": 1095.4, "end": 1117.9, "text": "هذه شئ عنصر كتير مهم جداش انا ممكن اقوي المشابك المشابك هذا بالنسبة لما اكون بدي connections full connections هنا مش بالضرورة تكون في ال connections ولكن الضروري ان اكون عارف ان في لها optimal values في لها optimal values هذه اللي مطلوب ندور على افضل optimal values عشان فعلا ال input هنا يعمل matching مع ال output اللي محتاجينه له", "tokens": [3224, 24192, 13412, 19986, 18871, 9381, 2288, 9122, 2655, 13546, 3714, 16095, 10874, 3215, 33599, 1975, 8315, 3714, 43020, 1975, 4587, 45865, 9673, 8592, 16758, 4117, 9673, 8592, 16758, 4117, 23758, 20666, 1863, 35457, 3660, 5296, 15042, 1975, 30544, 4724, 16254, 9271, 1577, 9271, 34105, 37893, 20666, 11242, 2288, 13063, 3660, 6055, 30544, 8978, 2423, 9271, 35525, 19452, 6024, 114, 2288, 13063, 1829, 16472, 1975, 30544, 6225, 9640, 5172, 16472, 8978, 5296, 11296, 16252, 4190, 8978, 5296, 11296, 16252, 4190, 29538, 13672, 1829, 3714, 9566, 1211, 37746, 8717, 3215, 13063, 15844, 1975, 5172, 11242, 1211, 16252, 4190, 6225, 8592, 7649, 6156, 3615, 15040, 2423, 4846, 34105, 7251, 25957, 1211, 14324, 20449, 2423, 5598, 13672, 1829, 3714, 33753, 26108, 9957, 3224, 46740], "avg_logprob": -0.17866291411098886, "compression_ratio": 1.935361216730038, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1095.4, "end": 1095.72, "word": "هذه", "probability": 0.7100830078125}, {"start": 1095.72, "end": 1095.92, "word": " شئ", "probability": 0.36029052734375}, {"start": 1095.92, "end": 1096.3, "word": " عنصر", "probability": 0.9695638020833334}, {"start": 1096.3, "end": 1096.54, "word": " كتير", "probability": 0.8504231770833334}, {"start": 1096.54, "end": 1096.82, "word": " مهم", "probability": 0.995361328125}, {"start": 1096.82, "end": 1097.2, "word": " جداش", "probability": 0.654541015625}, {"start": 1097.2, "end": 1097.32, "word": " انا", "probability": 0.7288818359375}, {"start": 1097.32, "end": 1097.54, "word": " ممكن", "probability": 0.939697265625}, {"start": 1097.54, "end": 1098.0, "word": " اقوي", "probability": 0.8932291666666666}, {"start": 1098.0, "end": 1098.66, "word": " المشابك", "probability": 0.9373779296875}, {"start": 1098.66, "end": 1099.44, "word": " المشابك", "probability": 0.9007568359375}, {"start": 1099.44, "end": 1099.56, "word": " هذا", "probability": 0.50390625}, {"start": 1099.56, "end": 1099.86, "word": " بالنسبة", "probability": 0.9398193359375}, {"start": 1099.86, "end": 1100.06, "word": " لما", "probability": 0.879638671875}, {"start": 1100.06, "end": 1100.2, "word": " اكون", "probability": 0.583984375}, {"start": 1100.2, "end": 1100.52, "word": " بدي", "probability": 0.652587890625}, {"start": 1100.52, "end": 1101.12, "word": " connections", "probability": 0.931640625}, {"start": 1101.12, "end": 1101.4, "word": " full", "probability": 0.7373046875}, {"start": 1101.4, "end": 1101.98, "word": " connections", "probability": 0.9677734375}, {"start": 1101.98, "end": 1102.66, "word": " هنا", "probability": 0.94873046875}, {"start": 1102.66, "end": 1102.9, "word": " مش", "probability": 0.96044921875}, {"start": 1102.9, "end": 1103.28, "word": " بالضرورة", "probability": 0.87197265625}, {"start": 1103.28, "end": 1103.44, "word": " تكون", "probability": 0.939453125}, {"start": 1103.44, "end": 1103.58, "word": " في", "probability": 0.85009765625}, {"start": 1103.58, "end": 1103.62, "word": " ال", "probability": 0.939453125}, {"start": 1103.62, "end": 1104.62, "word": " connections", "probability": 0.83056640625}, {"start": 1104.62, "end": 1105.52, "word": " ولكن", "probability": 0.909912109375}, {"start": 1105.52, "end": 1106.44, "word": " الضروري", "probability": 0.854052734375}, {"start": 1106.44, "end": 1106.54, "word": " ان", "probability": 0.7548828125}, {"start": 1106.54, "end": 1106.8, "word": " اكون", "probability": 0.789306640625}, {"start": 1106.8, "end": 1107.08, "word": " عارف", "probability": 0.9874674479166666}, {"start": 1107.08, "end": 1107.2, "word": " ان", "probability": 0.873046875}, {"start": 1107.2, "end": 1107.38, "word": " في", "probability": 0.67431640625}, {"start": 1107.38, "end": 1107.74, "word": " لها", "probability": 0.61761474609375}, {"start": 1107.74, "end": 1108.42, "word": " optimal", "probability": 0.95361328125}, {"start": 1108.42, "end": 1109.36, "word": " values", "probability": 0.95166015625}, {"start": 1109.36, "end": 1109.86, "word": " في", "probability": 0.67138671875}, {"start": 1109.86, "end": 1110.02, "word": " لها", "probability": 0.985107421875}, {"start": 1110.02, "end": 1110.34, "word": " optimal", "probability": 0.96484375}, {"start": 1110.34, "end": 1110.78, "word": " values", "probability": 0.98046875}, {"start": 1110.78, "end": 1110.98, "word": " هذه", "probability": 0.472412109375}, {"start": 1110.98, "end": 1111.12, "word": " اللي", "probability": 0.896728515625}, {"start": 1111.12, "end": 1111.54, "word": " مطلوب", "probability": 0.9620361328125}, {"start": 1111.54, "end": 1111.9, "word": " ندور", "probability": 0.9684244791666666}, {"start": 1111.9, "end": 1112.06, "word": " على", "probability": 0.63037109375}, {"start": 1112.06, "end": 1112.38, "word": " افضل", "probability": 0.9007568359375}, {"start": 1112.38, "end": 1112.74, "word": " optimal", "probability": 0.96923828125}, {"start": 1112.74, "end": 1113.04, "word": " values", "probability": 0.978515625}, {"start": 1113.04, "end": 1113.28, "word": " عشان", "probability": 0.9601236979166666}, {"start": 1113.28, "end": 1113.56, "word": " فعلا", "probability": 0.9178059895833334}, {"start": 1113.56, "end": 1114.06, "word": " ال", "probability": 0.966796875}, {"start": 1114.06, "end": 1114.62, "word": " input", "probability": 0.9560546875}, {"start": 1114.62, "end": 1114.88, "word": " هنا", "probability": 0.9873046875}, {"start": 1114.88, "end": 1115.54, "word": " يعمل", "probability": 0.9596354166666666}, {"start": 1115.54, "end": 1115.94, "word": " matching", "probability": 0.82861328125}, {"start": 1115.94, "end": 1116.12, "word": " مع", "probability": 0.98046875}, {"start": 1116.12, "end": 1116.28, "word": " ال", "probability": 0.97705078125}, {"start": 1116.28, "end": 1116.72, "word": " output", "probability": 0.98095703125}, {"start": 1116.72, "end": 1117.18, "word": " اللي", "probability": 0.96044921875}, {"start": 1117.18, "end": 1117.74, "word": " محتاجينه", "probability": 0.985546875}, {"start": 1117.74, "end": 1117.9, "word": " له", "probability": 0.62255859375}], "temperature": 1.0}, {"id": 50, "seek": 112975, "start": 1118.17, "end": 1129.75, "text": "أقول لما أدخله صورة محمد هنا فعلا يطلعلي هنا قرار اب محمد يقول ليه يطلعلي اسم محمد لما أعطيه صورة عمر يطلعلي هنا فعلا صورة عمر وهذا", "tokens": [10721, 39648, 5296, 15042, 5551, 3215, 9778, 43761, 20328, 13063, 3660, 3714, 35571, 3215, 34105, 6156, 3615, 15040, 7251, 9566, 1211, 3615, 20292, 34105, 12174, 2288, 9640, 48127, 3714, 35571, 3215, 7251, 39648, 32239, 3224, 7251, 9566, 1211, 3615, 20292, 24525, 2304, 3714, 35571, 3215, 5296, 15042, 5551, 3615, 9566, 1829, 3224, 20328, 13063, 3660, 6225, 29973, 7251, 9566, 1211, 3615, 20292, 34105, 6156, 3615, 15040, 20328, 13063, 3660, 6225, 29973, 37037, 15730], "avg_logprob": -0.10726351592991804, "compression_ratio": 1.9831932773109244, "no_speech_prob": 1.8775463104248047e-05, "words": [{"start": 1118.17, "end": 1118.61, "word": "أقول", "probability": 0.74951171875}, {"start": 1118.61, "end": 1119.23, "word": " لما", "probability": 0.822021484375}, {"start": 1119.23, "end": 1119.67, "word": " أدخله", "probability": 0.895751953125}, {"start": 1119.67, "end": 1120.03, "word": " صورة", "probability": 0.9464518229166666}, {"start": 1120.03, "end": 1120.45, "word": " محمد", "probability": 0.95556640625}, {"start": 1120.45, "end": 1120.67, "word": " هنا", "probability": 0.91162109375}, {"start": 1120.67, "end": 1121.23, "word": " فعلا", "probability": 0.9103190104166666}, {"start": 1121.23, "end": 1121.67, "word": " يطلعلي", "probability": 0.78994140625}, {"start": 1121.67, "end": 1121.83, "word": " هنا", "probability": 0.85986328125}, {"start": 1121.83, "end": 1122.37, "word": " قرار", "probability": 0.9892578125}, {"start": 1122.37, "end": 1123.03, "word": " اب", "probability": 0.72802734375}, {"start": 1123.03, "end": 1123.51, "word": " محمد", "probability": 0.9440104166666666}, {"start": 1123.51, "end": 1123.75, "word": " يقول", "probability": 0.8662109375}, {"start": 1123.75, "end": 1123.99, "word": " ليه", "probability": 0.97998046875}, {"start": 1123.99, "end": 1124.51, "word": " يطلعلي", "probability": 0.83837890625}, {"start": 1124.51, "end": 1124.69, "word": " اسم", "probability": 0.86767578125}, {"start": 1124.69, "end": 1125.13, "word": " محمد", "probability": 0.9903971354166666}, {"start": 1125.13, "end": 1125.57, "word": " لما", "probability": 0.80517578125}, {"start": 1125.57, "end": 1126.07, "word": " أعطيه", "probability": 0.91591796875}, {"start": 1126.07, "end": 1126.47, "word": " صورة", "probability": 0.9947916666666666}, {"start": 1126.47, "end": 1126.97, "word": " عمر", "probability": 0.97607421875}, {"start": 1126.97, "end": 1127.61, "word": " يطلعلي", "probability": 0.9583984375}, {"start": 1127.61, "end": 1127.75, "word": " هنا", "probability": 0.95263671875}, {"start": 1127.75, "end": 1128.01, "word": " فعلا", "probability": 0.9698893229166666}, {"start": 1128.01, "end": 1128.33, "word": " صورة", "probability": 0.9934895833333334}, {"start": 1128.33, "end": 1128.59, "word": " عمر", "probability": 0.987548828125}, {"start": 1128.59, "end": 1129.75, "word": " وهذا", "probability": 0.952392578125}], "temperature": 1.0}, {"id": 51, "seek": 115996, "start": 1130.4, "end": 1159.96, "text": "ببساطة الموضوع نعمل matching بينهم فبدور على إيش أفضل optimal أفضل قيم لمرجموعة ال weights هذه عشان نجمحهم هنا في ال neuron اللي قدامنا في ال neuron اللي قدامنا ك summation ثم أطلع ال output طبعا من خلال activation function كمان مرة activation function فمن خلال ال function فبيطلع output عشان يتوزع ل other neurons لخلايا عصبية أخرى للخلايا العصبية الأخرى تمام", "tokens": [3555, 3555, 3794, 41193, 3660, 9673, 2407, 11242, 45367, 8717, 25957, 1211, 14324, 49374, 16095, 6156, 44510, 13063, 15844, 11933, 1829, 8592, 5551, 5172, 11242, 1211, 16252, 5551, 5172, 11242, 1211, 12174, 32640, 5296, 29973, 7435, 2304, 2407, 27884, 2423, 17443, 29538, 6225, 8592, 7649, 8717, 7435, 2304, 5016, 16095, 34105, 8978, 2423, 34090, 13672, 1829, 12174, 3215, 10943, 8315, 8978, 2423, 34090, 13672, 1829, 12174, 3215, 10943, 8315, 9122, 28811, 38637, 2304, 5551, 9566, 1211, 3615, 2423, 5598, 23032, 3555, 3615, 995, 9154, 16490, 1211, 6027, 24433, 2445, 9122, 2304, 7649, 3714, 25720, 24433, 2445, 6156, 27842, 16490, 1211, 6027, 2423, 2445, 6156, 21292, 9566, 1211, 3615, 5598, 6225, 8592, 7649, 7251, 2655, 2407, 11622, 3615, 5296, 661, 22027, 5296, 9778, 15040, 25528, 6225, 9381, 3555, 10632, 5551, 34740, 7578, 24976, 9778, 15040, 25528, 18863, 9381, 3555, 10632, 16247, 34740, 7578, 46811, 10943], "avg_logprob": -0.10043103612702468, "compression_ratio": 1.9228070175438596, "no_speech_prob": 9.5367431640625e-07, "words": [{"start": 1130.4, "end": 1131.14, "word": "ببساطة", "probability": 0.9771484375}, {"start": 1131.14, "end": 1131.74, "word": " الموضوع", "probability": 0.9361572265625}, {"start": 1131.74, "end": 1132.08, "word": " نعمل", "probability": 0.8580729166666666}, {"start": 1132.08, "end": 1132.54, "word": " matching", "probability": 0.56689453125}, {"start": 1132.54, "end": 1133.14, "word": " بينهم", "probability": 0.97216796875}, {"start": 1133.14, "end": 1133.8, "word": " فبدور", "probability": 0.80810546875}, {"start": 1133.8, "end": 1134.0, "word": " على", "probability": 0.352294921875}, {"start": 1134.0, "end": 1134.24, "word": " إيش", "probability": 0.784912109375}, {"start": 1134.24, "end": 1135.1, "word": " أفضل", "probability": 0.991943359375}, {"start": 1135.1, "end": 1136.02, "word": " optimal", "probability": 0.74560546875}, {"start": 1136.02, "end": 1136.98, "word": " أفضل", "probability": 0.9658203125}, {"start": 1136.98, "end": 1137.24, "word": " قيم", "probability": 0.9775390625}, {"start": 1137.24, "end": 1137.9, "word": " لمرجموعة", "probability": 0.7853597005208334}, {"start": 1137.9, "end": 1138.02, "word": " ال", "probability": 0.9892578125}, {"start": 1138.02, "end": 1138.18, "word": " weights", "probability": 0.7373046875}, {"start": 1138.18, "end": 1138.46, "word": " هذه", "probability": 0.69189453125}, {"start": 1138.46, "end": 1138.9, "word": " عشان", "probability": 0.9549153645833334}, {"start": 1138.9, "end": 1139.5, "word": " نجمحهم", "probability": 0.943359375}, {"start": 1139.5, "end": 1139.76, "word": " هنا", "probability": 0.9833984375}, {"start": 1139.76, "end": 1140.16, "word": " في", "probability": 0.87060546875}, {"start": 1140.16, "end": 1140.26, "word": " ال", "probability": 0.92529296875}, {"start": 1140.26, "end": 1140.52, "word": " neuron", "probability": 0.88671875}, {"start": 1140.52, "end": 1140.72, "word": " اللي", "probability": 0.939208984375}, {"start": 1140.72, "end": 1141.12, "word": " قدامنا", "probability": 0.75537109375}, {"start": 1141.12, "end": 1141.18, "word": " في", "probability": 0.415283203125}, {"start": 1141.18, "end": 1141.28, "word": " ال", "probability": 0.927734375}, {"start": 1141.28, "end": 1141.58, "word": " neuron", "probability": 0.955078125}, {"start": 1141.58, "end": 1141.86, "word": " اللي", "probability": 0.983642578125}, {"start": 1141.86, "end": 1142.44, "word": " قدامنا", "probability": 0.988525390625}, {"start": 1142.44, "end": 1142.9, "word": " ك", "probability": 0.94091796875}, {"start": 1142.9, "end": 1143.58, "word": " summation", "probability": 0.6435546875}, {"start": 1143.58, "end": 1144.3, "word": " ثم", "probability": 0.9765625}, {"start": 1144.3, "end": 1144.9, "word": " أطلع", "probability": 0.95751953125}, {"start": 1144.9, "end": 1145.04, "word": " ال", "probability": 0.97021484375}, {"start": 1145.04, "end": 1145.48, "word": " output", "probability": 0.9853515625}, {"start": 1145.48, "end": 1146.14, "word": " طبعا", "probability": 0.9669189453125}, {"start": 1146.14, "end": 1146.28, "word": " من", "probability": 0.97607421875}, {"start": 1146.28, "end": 1146.72, "word": " خلال", "probability": 0.9952799479166666}, {"start": 1146.72, "end": 1147.46, "word": " activation", "probability": 0.98681640625}, {"start": 1147.46, "end": 1148.02, "word": " function", "probability": 0.96337890625}, {"start": 1148.02, "end": 1148.32, "word": " كمان", "probability": 0.95458984375}, {"start": 1148.32, "end": 1148.6, "word": " مرة", "probability": 0.9912109375}, {"start": 1148.6, "end": 1149.36, "word": " activation", "probability": 0.96484375}, {"start": 1149.36, "end": 1149.92, "word": " function", "probability": 0.96923828125}, {"start": 1149.92, "end": 1150.24, "word": " فمن", "probability": 0.93505859375}, {"start": 1150.24, "end": 1150.46, "word": " خلال", "probability": 0.9934895833333334}, {"start": 1150.46, "end": 1150.58, "word": " ال", "probability": 0.82470703125}, {"start": 1150.58, "end": 1150.9, "word": " function", "probability": 0.95947265625}, {"start": 1150.9, "end": 1152.36, "word": " فبيطلع", "probability": 0.93603515625}, {"start": 1152.36, "end": 1152.8, "word": " output", "probability": 0.98046875}, {"start": 1152.8, "end": 1153.32, "word": " عشان", "probability": 0.9912109375}, {"start": 1153.32, "end": 1154.12, "word": " يتوزع", "probability": 0.9951171875}, {"start": 1154.12, "end": 1154.46, "word": " ل", "probability": 0.9541015625}, {"start": 1154.46, "end": 1154.68, "word": " other", "probability": 0.775390625}, {"start": 1154.68, "end": 1155.18, "word": " neurons", "probability": 0.97119140625}, {"start": 1155.18, "end": 1157.18, "word": " لخلايا", "probability": 0.875}, {"start": 1157.18, "end": 1157.76, "word": " عصبية", "probability": 0.961181640625}, {"start": 1157.76, "end": 1158.44, "word": " أخرى", "probability": 0.9781901041666666}, {"start": 1158.44, "end": 1158.84, "word": " للخلايا", "probability": 0.8878173828125}, {"start": 1158.84, "end": 1159.28, "word": " العصبية", "probability": 0.98095703125}, {"start": 1159.28, "end": 1159.74, "word": " الأخرى", "probability": 0.9820963541666666}, {"start": 1159.74, "end": 1159.96, "word": " تمام", "probability": 0.981201171875}], "temperature": 1.0}, {"id": 52, "seek": 118863, "start": 1163.61, "end": 1188.63, "text": "فزي ما قلنا الـthreshold هذه بعد ما جمعنا كل حسبنا ال weighted summation جمعناهم كلهم بنوديها للـthreshold خلصنا الـthreshold الـthreshold هذه بنسميها theta هنا theta قيمة محددة إذا تجاوزها مجموع المستقبلات فمعنى ذلك أنه بنطلع one ما تجاوزهاش أقل منها بنطلعش فهي ببساطة جدا هتصبح", "tokens": [5172, 11622, 1829, 19446, 12174, 1211, 8315, 2423, 39184, 392, 14214, 29538, 39182, 19446, 10874, 2304, 3615, 8315, 28242, 11331, 35457, 8315, 2423, 32807, 28811, 10874, 2304, 3615, 8315, 16095, 28242, 16095, 44945, 23328, 1829, 11296, 24976, 39184, 392, 14214, 16490, 1211, 9381, 8315, 2423, 39184, 392, 14214, 2423, 39184, 392, 14214, 29538, 44945, 38251, 1829, 11296, 9725, 34105, 9725, 12174, 32640, 3660, 3714, 24401, 41891, 11933, 15730, 6055, 7435, 995, 2407, 11622, 11296, 3714, 7435, 2304, 45367, 9673, 14851, 4587, 3555, 1211, 9307, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 14739, 3224, 44945, 9566, 1211, 3615, 472, 19446, 6055, 7435, 995, 2407, 11622, 3224, 33599, 5551, 4587, 1211, 9154, 11296, 44945, 9566, 1211, 3615, 8592, 6156, 3224, 1829, 4724, 3555, 3794, 41193, 3660, 10874, 28259, 8032, 2655, 9381, 49628], "avg_logprob": -0.17139790394833979, "compression_ratio": 1.8211382113821137, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 1163.61, "end": 1163.99, "word": "فزي", "probability": 0.768310546875}, {"start": 1163.99, "end": 1164.05, "word": " ما", "probability": 0.9560546875}, {"start": 1164.05, "end": 1164.25, "word": " قلنا", "probability": 0.8611653645833334}, {"start": 1164.25, "end": 1164.71, "word": " الـthreshold", "probability": 0.5561065673828125}, {"start": 1164.71, "end": 1165.05, "word": " هذه", "probability": 0.33154296875}, {"start": 1165.05, "end": 1166.13, "word": " بعد", "probability": 0.87744140625}, {"start": 1166.13, "end": 1166.27, "word": " ما", "probability": 0.642578125}, {"start": 1166.27, "end": 1166.71, "word": " جمعنا", "probability": 0.985107421875}, {"start": 1166.71, "end": 1167.19, "word": " كل", "probability": 0.904296875}, {"start": 1167.19, "end": 1168.31, "word": " حسبنا", "probability": 0.9469401041666666}, {"start": 1168.31, "end": 1168.45, "word": " ال", "probability": 0.8525390625}, {"start": 1168.45, "end": 1168.73, "word": " weighted", "probability": 0.63818359375}, {"start": 1168.73, "end": 1169.39, "word": " summation", "probability": 0.759765625}, {"start": 1169.39, "end": 1169.95, "word": " جمعناهم", "probability": 0.92841796875}, {"start": 1169.95, "end": 1170.33, "word": " كلهم", "probability": 0.9775390625}, {"start": 1170.33, "end": 1170.91, "word": " بنوديها", "probability": 0.72857666015625}, {"start": 1170.91, "end": 1171.55, "word": " للـthreshold", "probability": 0.785888671875}, {"start": 1171.55, "end": 1172.09, "word": " خلصنا", "probability": 0.9693603515625}, {"start": 1172.09, "end": 1172.51, "word": " الـthreshold", "probability": 0.8846435546875}, {"start": 1172.51, "end": 1173.21, "word": " الـthreshold", "probability": 0.8603515625}, {"start": 1173.21, "end": 1173.49, "word": " هذه", "probability": 0.71337890625}, {"start": 1173.49, "end": 1173.93, "word": " بنسميها", "probability": 0.9439697265625}, {"start": 1173.93, "end": 1174.35, "word": " theta", "probability": 0.154052734375}, {"start": 1174.35, "end": 1175.05, "word": " هنا", "probability": 0.84228515625}, {"start": 1175.05, "end": 1175.73, "word": " theta", "probability": 0.5400390625}, {"start": 1175.73, "end": 1177.67, "word": " قيمة", "probability": 0.9754231770833334}, {"start": 1177.67, "end": 1178.13, "word": " محددة", "probability": 0.9934895833333334}, {"start": 1178.13, "end": 1178.37, "word": " إذا", "probability": 0.941162109375}, {"start": 1178.37, "end": 1179.13, "word": " تجاوزها", "probability": 0.993408203125}, {"start": 1179.13, "end": 1179.85, "word": " مجموع", "probability": 0.936767578125}, {"start": 1179.85, "end": 1180.97, "word": " المستقبلات", "probability": 0.8904622395833334}, {"start": 1180.97, "end": 1181.55, "word": " فمعنى", "probability": 0.940625}, {"start": 1181.55, "end": 1181.77, "word": " ذلك", "probability": 0.985107421875}, {"start": 1181.77, "end": 1181.95, "word": " أنه", "probability": 0.689697265625}, {"start": 1181.95, "end": 1182.43, "word": " بنطلع", "probability": 0.952880859375}, {"start": 1182.43, "end": 1183.27, "word": " one", "probability": 0.9296875}, {"start": 1183.27, "end": 1183.73, "word": " ما", "probability": 0.60205078125}, {"start": 1183.73, "end": 1184.69, "word": " تجاوزهاش", "probability": 0.843994140625}, {"start": 1184.69, "end": 1185.25, "word": " أقل", "probability": 0.9353841145833334}, {"start": 1185.25, "end": 1185.55, "word": " منها", "probability": 0.990478515625}, {"start": 1185.55, "end": 1186.23, "word": " بنطلعش", "probability": 0.824609375}, {"start": 1186.23, "end": 1186.99, "word": " فهي", "probability": 0.8981119791666666}, {"start": 1186.99, "end": 1187.69, "word": " ببساطة", "probability": 0.9892578125}, {"start": 1187.69, "end": 1187.99, "word": " جدا", "probability": 0.986083984375}, {"start": 1187.99, "end": 1188.63, "word": " هتصبح", "probability": 0.88623046875}], "temperature": 1.0}, {"id": 53, "seek": 121774, "start": 1189.48, "end": 1217.74, "text": "الـ X الكبيرة اللي هي الناتج تبع ال .. ال .. ال .. ال summation هي عملية كل input مضروف في ال weight تبعته كل input مضروف في ال weight تبعته فهنا X1 في W1 X2 في W2 X3 في W3 تمام كلهم بنجمحهم هنا بنجمحهم من واحد لجداش لعددهم فعددهم", "tokens": [6027, 39184, 1783, 33251, 3555, 48923, 13672, 1829, 39896, 2423, 8315, 2655, 7435, 6055, 3555, 3615, 2423, 4386, 2423, 4386, 2423, 4386, 2423, 28811, 39896, 6225, 42213, 10632, 28242, 4846, 3714, 11242, 32887, 5172, 8978, 2423, 3364, 6055, 3555, 34268, 3224, 28242, 4846, 3714, 11242, 32887, 5172, 8978, 2423, 3364, 6055, 3555, 34268, 3224, 6156, 3224, 8315, 1783, 16, 8978, 343, 16, 1783, 17, 8978, 343, 17, 1783, 18, 8978, 343, 18, 46811, 10943, 28242, 16095, 44945, 7435, 2304, 5016, 16095, 34105, 44945, 7435, 2304, 5016, 16095, 9154, 36764, 24401, 5296, 7435, 3215, 33599, 5296, 22488, 3215, 16095, 6156, 22488, 3215, 16095], "avg_logprob": -0.10482403071759974, "compression_ratio": 1.9047619047619047, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1189.48, "end": 1189.82, "word": "الـ", "probability": 0.628173828125}, {"start": 1189.82, "end": 1190.02, "word": " X", "probability": 0.7265625}, {"start": 1190.02, "end": 1190.74, "word": " الكبيرة", "probability": 0.9677734375}, {"start": 1190.74, "end": 1191.12, "word": " اللي", "probability": 0.87646484375}, {"start": 1191.12, "end": 1191.32, "word": " هي", "probability": 0.95458984375}, {"start": 1191.32, "end": 1192.1, "word": " الناتج", "probability": 0.857177734375}, {"start": 1192.1, "end": 1192.86, "word": " تبع", "probability": 0.8680013020833334}, {"start": 1192.86, "end": 1193.36, "word": " ال", "probability": 0.94287109375}, {"start": 1193.36, "end": 1193.36, "word": " ..", "probability": 0.453857421875}, {"start": 1193.36, "end": 1193.9, "word": " ال", "probability": 0.9326171875}, {"start": 1193.9, "end": 1193.9, "word": " ..", "probability": 0.9140625}, {"start": 1193.9, "end": 1194.24, "word": " ال", "probability": 0.96533203125}, {"start": 1194.24, "end": 1194.3, "word": " ..", "probability": 0.439697265625}, {"start": 1194.3, "end": 1194.3, "word": " ال", "probability": 0.92529296875}, {"start": 1194.3, "end": 1194.62, "word": " summation", "probability": 0.5185546875}, {"start": 1194.62, "end": 1195.22, "word": " هي", "probability": 0.88916015625}, {"start": 1195.22, "end": 1195.8, "word": " عملية", "probability": 0.9449869791666666}, {"start": 1195.8, "end": 1196.42, "word": " كل", "probability": 0.970703125}, {"start": 1196.42, "end": 1197.06, "word": " input", "probability": 0.984375}, {"start": 1197.06, "end": 1197.84, "word": " مضروف", "probability": 0.9599609375}, {"start": 1197.84, "end": 1197.94, "word": " في", "probability": 0.8701171875}, {"start": 1197.94, "end": 1198.0, "word": " ال", "probability": 0.97509765625}, {"start": 1198.0, "end": 1198.12, "word": " weight", "probability": 0.94873046875}, {"start": 1198.12, "end": 1198.62, "word": " تبعته", "probability": 0.9476318359375}, {"start": 1198.62, "end": 1199.42, "word": " كل", "probability": 0.654296875}, {"start": 1199.42, "end": 1199.7, "word": " input", "probability": 0.984375}, {"start": 1199.7, "end": 1200.04, "word": " مضروف", "probability": 0.99462890625}, {"start": 1200.04, "end": 1200.12, "word": " في", "probability": 0.9873046875}, {"start": 1200.12, "end": 1200.62, "word": " ال", "probability": 0.98876953125}, {"start": 1200.62, "end": 1200.8, "word": " weight", "probability": 0.9521484375}, {"start": 1200.8, "end": 1201.24, "word": " تبعته", "probability": 0.9808349609375}, {"start": 1201.24, "end": 1201.76, "word": " فهنا", "probability": 0.95751953125}, {"start": 1201.76, "end": 1203.62, "word": " X1", "probability": 0.728271484375}, {"start": 1203.62, "end": 1204.0, "word": " في", "probability": 0.7841796875}, {"start": 1204.0, "end": 1204.66, "word": " W1", "probability": 0.89990234375}, {"start": 1204.66, "end": 1206.0, "word": " X2", "probability": 0.903564453125}, {"start": 1206.0, "end": 1206.46, "word": " في", "probability": 0.99072265625}, {"start": 1206.46, "end": 1207.18, "word": " W2", "probability": 0.99609375}, {"start": 1207.18, "end": 1208.26, "word": " X3", "probability": 0.974365234375}, {"start": 1208.26, "end": 1209.1, "word": " في", "probability": 0.9921875}, {"start": 1209.1, "end": 1210.78, "word": " W3", "probability": 0.9912109375}, {"start": 1210.78, "end": 1212.18, "word": " تمام", "probability": 0.93505859375}, {"start": 1212.18, "end": 1212.8, "word": " كلهم", "probability": 0.8359375}, {"start": 1212.8, "end": 1213.46, "word": " بنجمحهم", "probability": 0.97177734375}, {"start": 1213.46, "end": 1213.72, "word": " هنا", "probability": 0.99658203125}, {"start": 1213.72, "end": 1214.64, "word": " بنجمحهم", "probability": 0.95390625}, {"start": 1214.64, "end": 1214.76, "word": " من", "probability": 0.994140625}, {"start": 1214.76, "end": 1214.98, "word": " واحد", "probability": 0.82568359375}, {"start": 1214.98, "end": 1215.5, "word": " لجداش", "probability": 0.8221435546875}, {"start": 1215.5, "end": 1216.18, "word": " لعددهم", "probability": 0.9659423828125}, {"start": 1216.18, "end": 1217.74, "word": " فعددهم", "probability": 0.98583984375}], "temperature": 1.0}, {"id": 54, "seek": 124226, "start": 1218.9, "end": 1242.26, "text": "by default هنقول xn من واحد to ان معناه ذلك انه مجموحه من واحد to ان لكل input مضروف في ال weight تبعته الآن هذا الكلام اللي هو زي ما قلنا ايش بيطلع ليه capital X هذه المرحلة الأولى نعمل محكة اللي قلنا summation زائد function هيخلصنا ال summation ايش ال function؟", "tokens": [2322, 7576, 8032, 1863, 39648, 2031, 77, 9154, 36764, 24401, 281, 16472, 20449, 8315, 3224, 29910, 23275, 16472, 3224, 3714, 7435, 2304, 2407, 5016, 3224, 9154, 36764, 24401, 281, 16472, 5296, 28820, 4846, 3714, 11242, 32887, 5172, 8978, 2423, 3364, 6055, 3555, 34268, 3224, 6024, 48506, 23758, 2423, 28820, 10943, 13672, 1829, 31439, 30767, 1829, 19446, 12174, 1211, 8315, 1975, 1829, 8592, 4724, 1829, 9566, 1211, 3615, 32239, 3224, 4238, 1783, 29538, 9673, 2288, 5016, 37977, 16247, 12610, 7578, 8717, 25957, 1211, 3714, 5016, 4117, 3660, 13672, 1829, 12174, 1211, 8315, 28811, 30767, 16373, 3215, 2445, 39896, 9778, 1211, 9381, 8315, 2423, 28811, 1975, 1829, 8592, 2423, 2445, 22807], "avg_logprob": -0.24048295644196596, "compression_ratio": 1.6477732793522266, "no_speech_prob": 7.152557373046875e-07, "words": [{"start": 1218.9, "end": 1219.12, "word": "by", "probability": 0.08990478515625}, {"start": 1219.12, "end": 1219.44, "word": " default", "probability": 0.98583984375}, {"start": 1219.44, "end": 1219.76, "word": " هنقول", "probability": 0.7849934895833334}, {"start": 1219.76, "end": 1220.54, "word": " xn", "probability": 0.33758544921875}, {"start": 1220.54, "end": 1221.3, "word": " من", "probability": 0.389404296875}, {"start": 1221.3, "end": 1221.62, "word": " واحد", "probability": 0.862548828125}, {"start": 1221.62, "end": 1221.78, "word": " to", "probability": 0.48388671875}, {"start": 1221.78, "end": 1221.98, "word": " ان", "probability": 0.459228515625}, {"start": 1221.98, "end": 1222.36, "word": " معناه", "probability": 0.59423828125}, {"start": 1222.36, "end": 1222.58, "word": " ذلك", "probability": 0.951171875}, {"start": 1222.58, "end": 1222.78, "word": " انه", "probability": 0.728515625}, {"start": 1222.78, "end": 1223.22, "word": " مجموحه", "probability": 0.8995768229166666}, {"start": 1223.22, "end": 1223.36, "word": " من", "probability": 0.98046875}, {"start": 1223.36, "end": 1223.7, "word": " واحد", "probability": 0.982421875}, {"start": 1223.7, "end": 1223.84, "word": " to", "probability": 0.77880859375}, {"start": 1223.84, "end": 1223.98, "word": " ان", "probability": 0.89306640625}, {"start": 1223.98, "end": 1224.68, "word": " لكل", "probability": 0.96142578125}, {"start": 1224.68, "end": 1225.12, "word": " input", "probability": 0.98193359375}, {"start": 1225.12, "end": 1225.44, "word": " مضروف", "probability": 0.9625244140625}, {"start": 1225.44, "end": 1225.54, "word": " في", "probability": 0.8212890625}, {"start": 1225.54, "end": 1225.6, "word": " ال", "probability": 0.91552734375}, {"start": 1225.6, "end": 1225.7, "word": " weight", "probability": 0.88037109375}, {"start": 1225.7, "end": 1226.2, "word": " تبعته", "probability": 0.8646240234375}, {"start": 1226.2, "end": 1226.86, "word": " الآن", "probability": 0.6396484375}, {"start": 1226.86, "end": 1227.86, "word": " هذا", "probability": 0.9169921875}, {"start": 1227.86, "end": 1228.32, "word": " الكلام", "probability": 0.9708658854166666}, {"start": 1228.32, "end": 1228.9, "word": " اللي", "probability": 0.910888671875}, {"start": 1228.9, "end": 1229.02, "word": " هو", "probability": 0.97314453125}, {"start": 1229.02, "end": 1229.16, "word": " زي", "probability": 0.98388671875}, {"start": 1229.16, "end": 1229.26, "word": " ما", "probability": 0.98388671875}, {"start": 1229.26, "end": 1229.56, "word": " قلنا", "probability": 0.9256184895833334}, {"start": 1229.56, "end": 1229.9, "word": " ايش", "probability": 0.7134602864583334}, {"start": 1229.9, "end": 1230.74, "word": " بيطلع", "probability": 0.8541015625}, {"start": 1230.74, "end": 1231.18, "word": " ليه", "probability": 0.578857421875}, {"start": 1231.18, "end": 1231.52, "word": " capital", "probability": 0.740234375}, {"start": 1231.52, "end": 1231.94, "word": " X", "probability": 0.83837890625}, {"start": 1231.94, "end": 1232.76, "word": " هذه", "probability": 0.58642578125}, {"start": 1232.76, "end": 1233.2, "word": " المرحلة", "probability": 0.9849853515625}, {"start": 1233.2, "end": 1233.96, "word": " الأولى", "probability": 0.9098307291666666}, {"start": 1233.96, "end": 1235.06, "word": " نعمل", "probability": 0.7557779947916666}, {"start": 1235.06, "end": 1235.6, "word": " محكة", "probability": 0.8284912109375}, {"start": 1235.6, "end": 1236.22, "word": " اللي", "probability": 0.87109375}, {"start": 1236.22, "end": 1236.44, "word": " قلنا", "probability": 0.93603515625}, {"start": 1236.44, "end": 1237.58, "word": " summation", "probability": 0.303466796875}, {"start": 1237.58, "end": 1238.18, "word": " زائد", "probability": 0.7399088541666666}, {"start": 1238.18, "end": 1238.66, "word": " function", "probability": 0.95703125}, {"start": 1238.66, "end": 1239.7, "word": " هيخلصنا", "probability": 0.8869140625}, {"start": 1239.7, "end": 1239.8, "word": " ال", "probability": 0.8740234375}, {"start": 1239.8, "end": 1240.2, "word": " summation", "probability": 0.92626953125}, {"start": 1240.2, "end": 1241.06, "word": " ايش", "probability": 0.8740234375}, {"start": 1241.06, "end": 1241.2, "word": " ال", "probability": 0.97021484375}, {"start": 1241.2, "end": 1242.26, "word": " function؟", "probability": 0.921875}], "temperature": 1.0}, {"id": 55, "seek": 126600, "start": 1242.76, "end": 1266.0, "text": "فأبسط function هي كالتالي، أنه أقول ال output هذا، الناتج اللي بده يطلع، هيساوي واحد أو minus one، one or minus one، positive or negative فإذا كان، بدي أقول عليه، positive المفروض أنه تكون X، اللي هو ال summation هذا، ال capital X هذه، تجاوزت قيمة ال threshold", "tokens": [5172, 10721, 3555, 3794, 9566, 2445, 39896, 9122, 6027, 2655, 6027, 1829, 12399, 14739, 3224, 5551, 39648, 2423, 5598, 23758, 12399, 2423, 8315, 2655, 7435, 13672, 1829, 47525, 3224, 7251, 9566, 1211, 3615, 12399, 39896, 3794, 995, 45865, 36764, 24401, 34051, 3175, 472, 12399, 472, 420, 3175, 472, 12399, 3353, 420, 3671, 6156, 28814, 15730, 25961, 12399, 4724, 16254, 5551, 39648, 47356, 12399, 3353, 9673, 5172, 32887, 11242, 14739, 3224, 6055, 30544, 1783, 12399, 13672, 1829, 31439, 2423, 28811, 23758, 12399, 2423, 4238, 1783, 29538, 12399, 6055, 7435, 995, 2407, 11622, 2655, 12174, 32640, 3660, 2423, 14678], "avg_logprob": -0.18112244502622254, "compression_ratio": 1.6452991452991452, "no_speech_prob": 0.0, "words": [{"start": 1242.76, "end": 1243.28, "word": "فأبسط", "probability": 0.954296875}, {"start": 1243.28, "end": 1243.68, "word": " function", "probability": 0.82421875}, {"start": 1243.68, "end": 1243.92, "word": " هي", "probability": 0.876953125}, {"start": 1243.92, "end": 1244.74, "word": " كالتالي،", "probability": 0.8459879557291666}, {"start": 1244.74, "end": 1244.86, "word": " أنه", "probability": 0.7166748046875}, {"start": 1244.86, "end": 1245.08, "word": " أقول", "probability": 0.89697265625}, {"start": 1245.08, "end": 1245.22, "word": " ال", "probability": 0.88232421875}, {"start": 1245.22, "end": 1245.54, "word": " output", "probability": 0.8349609375}, {"start": 1245.54, "end": 1246.54, "word": " هذا،", "probability": 0.867431640625}, {"start": 1246.54, "end": 1247.12, "word": " الناتج", "probability": 0.8909912109375}, {"start": 1247.12, "end": 1247.26, "word": " اللي", "probability": 0.90625}, {"start": 1247.26, "end": 1247.48, "word": " بده", "probability": 0.8095703125}, {"start": 1247.48, "end": 1248.74, "word": " يطلع،", "probability": 0.96884765625}, {"start": 1248.74, "end": 1249.46, "word": " هيساوي", "probability": 0.7425537109375}, {"start": 1249.46, "end": 1251.68, "word": " واحد", "probability": 0.6932373046875}, {"start": 1251.68, "end": 1252.1, "word": " أو", "probability": 0.82568359375}, {"start": 1252.1, "end": 1252.86, "word": " minus", "probability": 0.7890625}, {"start": 1252.86, "end": 1253.5, "word": " one،", "probability": 0.727783203125}, {"start": 1253.5, "end": 1253.7, "word": " one", "probability": 0.64697265625}, {"start": 1253.7, "end": 1253.92, "word": " or", "probability": 0.734375}, {"start": 1253.92, "end": 1254.22, "word": " minus", "probability": 0.97998046875}, {"start": 1254.22, "end": 1254.62, "word": " one،", "probability": 0.79248046875}, {"start": 1254.62, "end": 1255.06, "word": " positive", "probability": 0.93701171875}, {"start": 1255.06, "end": 1255.32, "word": " or", "probability": 0.9365234375}, {"start": 1255.32, "end": 1255.66, "word": " negative", "probability": 0.97314453125}, {"start": 1255.66, "end": 1256.36, "word": " فإذا", "probability": 0.8473307291666666}, {"start": 1256.36, "end": 1257.06, "word": " كان،", "probability": 0.921875}, {"start": 1257.06, "end": 1257.34, "word": " بدي", "probability": 0.57958984375}, {"start": 1257.34, "end": 1257.56, "word": " أقول", "probability": 0.965576171875}, {"start": 1257.56, "end": 1258.02, "word": " عليه،", "probability": 0.795166015625}, {"start": 1258.02, "end": 1258.46, "word": " positive", "probability": 0.9482421875}, {"start": 1258.46, "end": 1259.12, "word": " المفروض", "probability": 0.8944091796875}, {"start": 1259.12, "end": 1259.32, "word": " أنه", "probability": 0.7919921875}, {"start": 1259.32, "end": 1259.58, "word": " تكون", "probability": 0.9423828125}, {"start": 1259.58, "end": 1260.6, "word": " X،", "probability": 0.5679931640625}, {"start": 1260.6, "end": 1260.7, "word": " اللي", "probability": 0.993408203125}, {"start": 1260.7, "end": 1260.82, "word": " هو", "probability": 0.98193359375}, {"start": 1260.82, "end": 1260.94, "word": " ال", "probability": 0.91259765625}, {"start": 1260.94, "end": 1261.34, "word": " summation", "probability": 0.892578125}, {"start": 1261.34, "end": 1262.14, "word": " هذا،", "probability": 0.74755859375}, {"start": 1262.14, "end": 1262.26, "word": " ال", "probability": 0.955078125}, {"start": 1262.26, "end": 1262.6, "word": " capital", "probability": 0.84326171875}, {"start": 1262.6, "end": 1263.0, "word": " X", "probability": 0.99072265625}, {"start": 1263.0, "end": 1264.02, "word": " هذه،", "probability": 0.738037109375}, {"start": 1264.02, "end": 1264.98, "word": " تجاوزت", "probability": 0.9879557291666666}, {"start": 1264.98, "end": 1265.64, "word": " قيمة", "probability": 0.9970703125}, {"start": 1265.64, "end": 1265.74, "word": " ال", "probability": 0.354736328125}, {"start": 1265.74, "end": 1266.0, "word": " threshold", "probability": 0.599609375}], "temperature": 1.0}, {"id": 56, "seek": 129642, "start": 1267.46, "end": 1296.42, "text": "تسويها أو أكبر منها فإذا تجاوزتها لقيمة ال threshold بنقول خلاص هذه ال output تبعها هي أصبح واحد تمام إذا لم يتجاوزها لأ بنقول ال output تبع ال neurons هذه أو الخلية العصبية هذه minus واحد minus واحد بسيطة يعني المعادلة اللي عندي الآن جدا بسيطة وهذه بنسميها زي ما قلنا المعادلة هذه تحديدا لأن في معادلات كتير المعادلة هذه بنسميها sign function أو دالة الإشارة", "tokens": [2655, 3794, 45865, 11296, 34051, 5551, 4117, 26890, 9154, 11296, 6156, 28814, 15730, 6055, 7435, 995, 2407, 11622, 2655, 11296, 5296, 4587, 32640, 3660, 2423, 14678, 44945, 39648, 16490, 1211, 33546, 29538, 2423, 5598, 6055, 3555, 3615, 11296, 39896, 5551, 9381, 49628, 36764, 24401, 46811, 10943, 11933, 15730, 32767, 7251, 2655, 7435, 995, 2407, 11622, 11296, 5296, 10721, 44945, 39648, 2423, 5598, 6055, 3555, 3615, 2423, 22027, 29538, 34051, 33962, 1211, 10632, 18863, 9381, 3555, 10632, 29538, 3175, 36764, 24401, 3175, 36764, 24401, 4724, 3794, 1829, 9566, 3660, 37495, 22653, 9673, 3615, 18513, 37977, 13672, 1829, 18871, 16254, 6024, 48506, 10874, 28259, 4724, 3794, 1829, 9566, 3660, 37037, 24192, 44945, 38251, 1829, 11296, 30767, 1829, 19446, 12174, 1211, 8315, 9673, 3615, 18513, 37977, 29538, 6055, 5016, 16254, 28259, 5296, 33456, 8978, 20449, 18513, 1211, 9307, 9122, 2655, 13546, 9673, 3615, 18513, 37977, 29538, 44945, 38251, 1829, 11296, 1465, 2445, 34051, 11778, 6027, 3660, 33688, 8592, 9640, 3660], "avg_logprob": -0.13419699914093258, "compression_ratio": 2.0580204778157, "no_speech_prob": 4.708766937255859e-06, "words": [{"start": 1267.46, "end": 1268.06, "word": "تسويها", "probability": 0.822265625}, {"start": 1268.06, "end": 1268.2, "word": " أو", "probability": 0.65478515625}, {"start": 1268.2, "end": 1268.48, "word": " أكبر", "probability": 0.8902994791666666}, {"start": 1268.48, "end": 1268.8, "word": " منها", "probability": 0.990234375}, {"start": 1268.8, "end": 1270.12, "word": " فإذا", "probability": 0.91748046875}, {"start": 1270.12, "end": 1270.9, "word": " تجاوزتها", "probability": 0.9494977678571429}, {"start": 1270.9, "end": 1271.28, "word": " لقيمة", "probability": 0.9522705078125}, {"start": 1271.28, "end": 1271.42, "word": " ال", "probability": 0.68896484375}, {"start": 1271.42, "end": 1271.78, "word": " threshold", "probability": 0.3291015625}, {"start": 1271.78, "end": 1272.44, "word": " بنقول", "probability": 0.866455078125}, {"start": 1272.44, "end": 1272.74, "word": " خلاص", "probability": 0.94482421875}, {"start": 1272.74, "end": 1273.04, "word": " هذه", "probability": 0.43994140625}, {"start": 1273.04, "end": 1273.4, "word": " ال", "probability": 0.7890625}, {"start": 1273.4, "end": 1273.7, "word": " output", "probability": 0.9716796875}, {"start": 1273.7, "end": 1274.14, "word": " تبعها", "probability": 0.83154296875}, {"start": 1274.14, "end": 1274.24, "word": " هي", "probability": 0.8017578125}, {"start": 1274.24, "end": 1274.58, "word": " أصبح", "probability": 0.93212890625}, {"start": 1274.58, "end": 1275.38, "word": " واحد", "probability": 0.879150390625}, {"start": 1275.38, "end": 1276.46, "word": " تمام", "probability": 0.845703125}, {"start": 1276.46, "end": 1276.94, "word": " إذا", "probability": 0.845703125}, {"start": 1276.94, "end": 1277.08, "word": " لم", "probability": 0.970703125}, {"start": 1277.08, "end": 1277.86, "word": " يتجاوزها", "probability": 0.9944196428571429}, {"start": 1277.86, "end": 1278.28, "word": " لأ", "probability": 0.93359375}, {"start": 1278.28, "end": 1278.58, "word": " بنقول", "probability": 0.9453125}, {"start": 1278.58, "end": 1278.7, "word": " ال", "probability": 0.923828125}, {"start": 1278.7, "end": 1279.0, "word": " output", "probability": 0.99169921875}, {"start": 1279.0, "end": 1279.42, "word": " تبع", "probability": 0.95703125}, {"start": 1279.42, "end": 1279.72, "word": " ال", "probability": 0.84521484375}, {"start": 1279.72, "end": 1280.12, "word": " neurons", "probability": 0.65478515625}, {"start": 1280.12, "end": 1280.4, "word": " هذه", "probability": 0.64404296875}, {"start": 1280.4, "end": 1280.6, "word": " أو", "probability": 0.59130859375}, {"start": 1280.6, "end": 1281.96, "word": " الخلية", "probability": 0.7890625}, {"start": 1281.96, "end": 1282.42, "word": " العصبية", "probability": 0.9842529296875}, {"start": 1282.42, "end": 1282.72, "word": " هذه", "probability": 0.72216796875}, {"start": 1282.72, "end": 1283.54, "word": " minus", "probability": 0.59326171875}, {"start": 1283.54, "end": 1284.0, "word": " واحد", "probability": 0.818603515625}, {"start": 1284.0, "end": 1284.4, "word": " minus", "probability": 0.56494140625}, {"start": 1284.4, "end": 1284.94, "word": " واحد", "probability": 0.983642578125}, {"start": 1284.94, "end": 1285.62, "word": " بسيطة", "probability": 0.97490234375}, {"start": 1285.62, "end": 1285.74, "word": " يعني", "probability": 0.961669921875}, {"start": 1285.74, "end": 1286.18, "word": " المعادلة", "probability": 0.9847412109375}, {"start": 1286.18, "end": 1286.28, "word": " اللي", "probability": 0.942138671875}, {"start": 1286.28, "end": 1286.52, "word": " عندي", "probability": 0.6031494140625}, {"start": 1286.52, "end": 1286.78, "word": " الآن", "probability": 0.76806640625}, {"start": 1286.78, "end": 1287.58, "word": " جدا", "probability": 0.961669921875}, {"start": 1287.58, "end": 1288.32, "word": " بسيطة", "probability": 0.982421875}, {"start": 1288.32, "end": 1288.5, "word": " وهذه", "probability": 0.5650634765625}, {"start": 1288.5, "end": 1288.92, "word": " بنسميها", "probability": 0.9306640625}, {"start": 1288.92, "end": 1289.08, "word": " زي", "probability": 0.808837890625}, {"start": 1289.08, "end": 1289.14, "word": " ما", "probability": 0.96826171875}, {"start": 1289.14, "end": 1289.4, "word": " قلنا", "probability": 0.8473307291666666}, {"start": 1289.4, "end": 1290.12, "word": " المعادلة", "probability": 0.9793701171875}, {"start": 1290.12, "end": 1290.24, "word": " هذه", "probability": 0.88232421875}, {"start": 1290.24, "end": 1290.7, "word": " تحديدا", "probability": 0.921875}, {"start": 1290.7, "end": 1290.84, "word": " لأن", "probability": 0.720458984375}, {"start": 1290.84, "end": 1290.98, "word": " في", "probability": 0.8095703125}, {"start": 1290.98, "end": 1291.36, "word": " معادلات", "probability": 0.9720458984375}, {"start": 1291.36, "end": 1291.7, "word": " كتير", "probability": 0.96533203125}, {"start": 1291.7, "end": 1292.28, "word": " المعادلة", "probability": 0.9874267578125}, {"start": 1292.28, "end": 1292.42, "word": " هذه", "probability": 0.75390625}, {"start": 1292.42, "end": 1292.8, "word": " بنسميها", "probability": 0.9403076171875}, {"start": 1292.8, "end": 1293.16, "word": " sign", "probability": 0.338623046875}, {"start": 1293.16, "end": 1294.06, "word": " function", "probability": 0.86083984375}, {"start": 1294.06, "end": 1294.72, "word": " أو", "probability": 0.82275390625}, {"start": 1294.72, "end": 1295.86, "word": " دالة", "probability": 0.9806315104166666}, {"start": 1295.86, "end": 1296.42, "word": " الإشارة", "probability": 0.9876708984375}], "temperature": 1.0}, {"id": 57, "seek": 132380, "start": 1298.16, "end": 1323.8, "text": "جيد في دوال كتيرة يمكن من أهمها مجموعة الأربع دوال اللي احنا شايفينهم ال functions هذه ال step function اللي هي اما zero او واحد عند ال zero طبعا عند ال zero هذا by default لكن انتوا ممكن ببساطة تقولي لأ بدي أغيرها بدي أخليها عن theta و theta أغير قيمتها بس by default theta بتساوي zero بمعنى ممكن اقول x واحد اذا كان x أكبر من أو يساوي نفطارة خمسة", "tokens": [7435, 25708, 8978, 11778, 2407, 6027, 9122, 2655, 48923, 7251, 43020, 9154, 5551, 16095, 11296, 3714, 7435, 2304, 2407, 27884, 16247, 25513, 3615, 11778, 2407, 6027, 13672, 1829, 1975, 5016, 8315, 13412, 995, 33911, 9957, 16095, 2423, 6828, 29538, 2423, 1823, 2445, 13672, 1829, 39896, 1975, 15042, 4018, 1975, 2407, 36764, 24401, 43242, 2423, 4018, 23032, 3555, 3615, 995, 43242, 2423, 4018, 23758, 538, 7576, 44381, 16472, 2655, 14407, 3714, 43020, 4724, 3555, 3794, 41193, 3660, 6055, 39648, 1829, 5296, 10721, 4724, 16254, 5551, 17082, 13546, 11296, 4724, 16254, 5551, 9778, 20292, 11296, 18871, 9725, 4032, 9725, 5551, 17082, 13546, 12174, 32640, 2655, 11296, 4724, 3794, 538, 7576, 9725, 39894, 3794, 995, 45865, 4018, 4724, 2304, 3615, 1863, 7578, 3714, 43020, 1975, 39648, 2031, 36764, 24401, 1975, 15730, 25961, 2031, 5551, 4117, 26890, 9154, 34051, 7251, 3794, 995, 45865, 8717, 5172, 9566, 9640, 3660, 16490, 2304, 3794, 3660], "avg_logprob": -0.17103607502559687, "compression_ratio": 1.8907849829351535, "no_speech_prob": 2.2649765014648438e-06, "words": [{"start": 1298.16, "end": 1298.62, "word": "جيد", "probability": 0.6705322265625}, {"start": 1298.62, "end": 1299.08, "word": " في", "probability": 0.483642578125}, {"start": 1299.08, "end": 1299.36, "word": " دوال", "probability": 0.9215494791666666}, {"start": 1299.36, "end": 1299.72, "word": " كتيرة", "probability": 0.84765625}, {"start": 1299.72, "end": 1300.3, "word": " يمكن", "probability": 0.890625}, {"start": 1300.3, "end": 1300.44, "word": " من", "probability": 0.98046875}, {"start": 1300.44, "end": 1301.06, "word": " أهمها", "probability": 0.97705078125}, {"start": 1301.06, "end": 1301.92, "word": " مجموعة", "probability": 0.9224609375}, {"start": 1301.92, "end": 1302.4, "word": " الأربع", "probability": 0.9306640625}, {"start": 1302.4, "end": 1302.98, "word": " دوال", "probability": 0.9280598958333334}, {"start": 1302.98, "end": 1303.08, "word": " اللي", "probability": 0.91845703125}, {"start": 1303.08, "end": 1303.26, "word": " احنا", "probability": 0.8264973958333334}, {"start": 1303.26, "end": 1303.64, "word": " شايفينهم", "probability": 0.95224609375}, {"start": 1303.64, "end": 1303.72, "word": " ال", "probability": 0.94677734375}, {"start": 1303.72, "end": 1304.06, "word": " functions", "probability": 0.489013671875}, {"start": 1304.06, "end": 1304.4, "word": " هذه", "probability": 0.60009765625}, {"start": 1304.4, "end": 1304.72, "word": " ال", "probability": 0.650390625}, {"start": 1304.72, "end": 1304.92, "word": " step", "probability": 0.88134765625}, {"start": 1304.92, "end": 1305.36, "word": " function", "probability": 0.89501953125}, {"start": 1305.36, "end": 1305.92, "word": " اللي", "probability": 0.96826171875}, {"start": 1305.92, "end": 1306.18, "word": " هي", "probability": 0.875}, {"start": 1306.18, "end": 1306.8, "word": " اما", "probability": 0.7130126953125}, {"start": 1306.8, "end": 1307.46, "word": " zero", "probability": 0.36865234375}, {"start": 1307.46, "end": 1307.94, "word": " او", "probability": 0.767578125}, {"start": 1307.94, "end": 1308.42, "word": " واحد", "probability": 0.979248046875}, {"start": 1308.42, "end": 1309.08, "word": " عند", "probability": 0.96240234375}, {"start": 1309.08, "end": 1309.22, "word": " ال", "probability": 0.89306640625}, {"start": 1309.22, "end": 1309.46, "word": " zero", "probability": 0.78271484375}, {"start": 1309.46, "end": 1309.9, "word": " طبعا", "probability": 0.9761962890625}, {"start": 1309.9, "end": 1310.06, "word": " عند", "probability": 0.82861328125}, {"start": 1310.06, "end": 1310.18, "word": " ال", "probability": 0.97705078125}, {"start": 1310.18, "end": 1310.36, "word": " zero", "probability": 0.9052734375}, {"start": 1310.36, "end": 1310.56, "word": " هذا", "probability": 0.3154296875}, {"start": 1310.56, "end": 1310.84, "word": " by", "probability": 0.93017578125}, {"start": 1310.84, "end": 1311.26, "word": " default", "probability": 0.99072265625}, {"start": 1311.26, "end": 1311.84, "word": " لكن", "probability": 0.93115234375}, {"start": 1311.84, "end": 1312.18, "word": " انتوا", "probability": 0.7301432291666666}, {"start": 1312.18, "end": 1312.38, "word": " ممكن", "probability": 0.985107421875}, {"start": 1312.38, "end": 1312.92, "word": " ببساطة", "probability": 0.988671875}, {"start": 1312.92, "end": 1313.44, "word": " تقولي", "probability": 0.8478190104166666}, {"start": 1313.44, "end": 1313.58, "word": " لأ", "probability": 0.98681640625}, {"start": 1313.58, "end": 1313.76, "word": " بدي", "probability": 0.5655517578125}, {"start": 1313.76, "end": 1314.0, "word": " أغيرها", "probability": 0.8785400390625}, {"start": 1314.0, "end": 1314.16, "word": " بدي", "probability": 0.760498046875}, {"start": 1314.16, "end": 1314.42, "word": " أخليها", "probability": 0.8232421875}, {"start": 1314.42, "end": 1314.54, "word": " عن", "probability": 0.69873046875}, {"start": 1314.54, "end": 1314.82, "word": " theta", "probability": 0.2435302734375}, {"start": 1314.82, "end": 1315.12, "word": " و", "probability": 0.880859375}, {"start": 1315.12, "end": 1315.34, "word": " theta", "probability": 0.583984375}, {"start": 1315.34, "end": 1315.7, "word": " أغير", "probability": 0.9127604166666666}, {"start": 1315.7, "end": 1316.22, "word": " قيمتها", "probability": 0.964599609375}, {"start": 1316.22, "end": 1316.54, "word": " بس", "probability": 0.98583984375}, {"start": 1316.54, "end": 1316.7, "word": " by", "probability": 0.9736328125}, {"start": 1316.7, "end": 1316.96, "word": " default", "probability": 0.994140625}, {"start": 1316.96, "end": 1317.3, "word": " theta", "probability": 0.4873046875}, {"start": 1317.3, "end": 1317.76, "word": " بتساوي", "probability": 0.883544921875}, {"start": 1317.76, "end": 1318.36, "word": " zero", "probability": 0.8291015625}, {"start": 1318.36, "end": 1318.9, "word": " بمعنى", "probability": 0.96650390625}, {"start": 1318.9, "end": 1319.14, "word": " ممكن", "probability": 0.845458984375}, {"start": 1319.14, "end": 1319.4, "word": " اقول", "probability": 0.83935546875}, {"start": 1319.4, "end": 1319.76, "word": " x", "probability": 0.55517578125}, {"start": 1319.76, "end": 1320.86, "word": " واحد", "probability": 0.905517578125}, {"start": 1320.86, "end": 1321.04, "word": " اذا", "probability": 0.812744140625}, {"start": 1321.04, "end": 1321.24, "word": " كان", "probability": 0.99560546875}, {"start": 1321.24, "end": 1321.5, "word": " x", "probability": 0.94873046875}, {"start": 1321.5, "end": 1321.88, "word": " أكبر", "probability": 0.8854166666666666}, {"start": 1321.88, "end": 1322.02, "word": " من", "probability": 0.98876953125}, {"start": 1322.02, "end": 1322.14, "word": " أو", "probability": 0.83935546875}, {"start": 1322.14, "end": 1322.54, "word": " يساوي", "probability": 0.8660888671875}, {"start": 1322.54, "end": 1323.34, "word": " نفطارة", "probability": 0.90107421875}, {"start": 1323.34, "end": 1323.8, "word": " خمسة", "probability": 0.9072265625}], "temperature": 1.0}, {"id": 58, "seek": 135284, "start": 1324.2, "end": 1352.84, "text": "و هنا خمسة فأصبح كأنه عملتلها shift عند الخمسة مش أكتر من هيك shift عند الخمسة فأصبح الان theta متغير آخر معناه بخلاف ال W بخلاف ال W اللي احنا أصلا بنقول بدنا ندور على أفضل قيمة لهم كويس فأصبح بنضيفلهم كمان theta لاحقا هنتكلم انه theta كمان أنا عندي مجال أحركها عندنا مجال نحركها تمام في غيرها ال sine function اللي هي من minus one to one بدل ما هي من zero to one step function", "tokens": [2407, 34105, 16490, 2304, 3794, 3660, 6156, 10721, 9381, 49628, 9122, 33456, 3224, 6225, 42213, 2655, 1211, 11296, 5513, 43242, 33962, 2304, 3794, 3660, 37893, 5551, 4117, 2655, 2288, 9154, 39896, 4117, 5513, 43242, 33962, 2304, 3794, 3660, 6156, 10721, 9381, 49628, 2423, 7649, 9725, 44650, 17082, 13546, 19753, 34740, 20449, 8315, 3224, 4724, 9778, 15040, 5172, 2423, 343, 4724, 9778, 15040, 5172, 2423, 343, 13672, 1829, 1975, 5016, 8315, 5551, 9381, 15040, 44945, 39648, 47525, 8315, 8717, 3215, 13063, 15844, 5551, 5172, 11242, 1211, 12174, 32640, 3660, 5296, 16095, 9122, 45865, 3794, 6156, 10721, 9381, 49628, 44945, 11242, 33911, 1211, 16095, 9122, 2304, 7649, 9725, 20193, 5016, 4587, 995, 8032, 29399, 4117, 19528, 16472, 3224, 9725, 9122, 2304, 7649, 41850, 18871, 16254, 3714, 7435, 6027, 5551, 5016, 31747, 11296, 43242, 8315, 3714, 7435, 6027, 8717, 5016, 31747, 11296, 46811, 10943, 8978, 32771, 13546, 11296, 2423, 18609, 2445, 13672, 1829, 39896, 9154, 3175, 472, 281, 472, 47525, 1211, 19446, 39896, 9154, 4018, 281, 472, 1823, 2445], "avg_logprob": -0.13968936715297356, "compression_ratio": 2.0099337748344372, "no_speech_prob": 3.039836883544922e-06, "words": [{"start": 1324.2, "end": 1324.34, "word": "و", "probability": 0.8232421875}, {"start": 1324.34, "end": 1324.5, "word": " هنا", "probability": 0.638671875}, {"start": 1324.5, "end": 1324.94, "word": " خمسة", "probability": 0.884521484375}, {"start": 1324.94, "end": 1325.48, "word": " فأصبح", "probability": 0.927490234375}, {"start": 1325.48, "end": 1325.88, "word": " كأنه", "probability": 0.95068359375}, {"start": 1325.88, "end": 1326.28, "word": " عملتلها", "probability": 0.8958984375}, {"start": 1326.28, "end": 1326.6, "word": " shift", "probability": 0.8466796875}, {"start": 1326.6, "end": 1326.8, "word": " عند", "probability": 0.97314453125}, {"start": 1326.8, "end": 1327.46, "word": " الخمسة", "probability": 0.9892578125}, {"start": 1327.46, "end": 1327.66, "word": " مش", "probability": 0.74267578125}, {"start": 1327.66, "end": 1327.9, "word": " أكتر", "probability": 0.912841796875}, {"start": 1327.9, "end": 1328.04, "word": " من", "probability": 0.9931640625}, {"start": 1328.04, "end": 1328.36, "word": " هيك", "probability": 0.8544921875}, {"start": 1328.36, "end": 1328.86, "word": " shift", "probability": 0.80078125}, {"start": 1328.86, "end": 1329.02, "word": " عند", "probability": 0.93798828125}, {"start": 1329.02, "end": 1329.48, "word": " الخمسة", "probability": 0.9931640625}, {"start": 1329.48, "end": 1330.1, "word": " فأصبح", "probability": 0.9715576171875}, {"start": 1330.1, "end": 1330.5, "word": " الان", "probability": 0.4388427734375}, {"start": 1330.5, "end": 1331.08, "word": " theta", "probability": 0.297607421875}, {"start": 1331.08, "end": 1332.16, "word": " متغير", "probability": 0.9729817708333334}, {"start": 1332.16, "end": 1332.48, "word": " آخر", "probability": 0.801025390625}, {"start": 1332.48, "end": 1333.26, "word": " معناه", "probability": 0.9894205729166666}, {"start": 1333.26, "end": 1334.18, "word": " بخلاف", "probability": 0.9603271484375}, {"start": 1334.18, "end": 1334.3, "word": " ال", "probability": 0.9921875}, {"start": 1334.3, "end": 1334.54, "word": " W", "probability": 0.4912109375}, {"start": 1334.54, "end": 1335.26, "word": " بخلاف", "probability": 0.8465576171875}, {"start": 1335.26, "end": 1335.38, "word": " ال", "probability": 0.99609375}, {"start": 1335.38, "end": 1335.64, "word": " W", "probability": 0.5908203125}, {"start": 1335.64, "end": 1335.84, "word": " اللي", "probability": 0.90673828125}, {"start": 1335.84, "end": 1336.02, "word": " احنا", "probability": 0.8766276041666666}, {"start": 1336.02, "end": 1336.38, "word": " أصلا", "probability": 0.8111979166666666}, {"start": 1336.38, "end": 1337.0, "word": " بنقول", "probability": 0.848388671875}, {"start": 1337.0, "end": 1337.24, "word": " بدنا", "probability": 0.860107421875}, {"start": 1337.24, "end": 1337.6, "word": " ندور", "probability": 0.98291015625}, {"start": 1337.6, "end": 1337.78, "word": " على", "probability": 0.8837890625}, {"start": 1337.78, "end": 1338.16, "word": " أفضل", "probability": 0.98828125}, {"start": 1338.16, "end": 1338.54, "word": " قيمة", "probability": 0.9925130208333334}, {"start": 1338.54, "end": 1338.9, "word": " لهم", "probability": 0.907958984375}, {"start": 1338.9, "end": 1339.72, "word": " كويس", "probability": 0.9361979166666666}, {"start": 1339.72, "end": 1340.28, "word": " فأصبح", "probability": 0.949462890625}, {"start": 1340.28, "end": 1341.0, "word": " بنضيفلهم", "probability": 0.83623046875}, {"start": 1341.0, "end": 1341.32, "word": " كمان", "probability": 0.9482421875}, {"start": 1341.32, "end": 1341.66, "word": " theta", "probability": 0.529296875}, {"start": 1341.66, "end": 1342.18, "word": " لاحقا", "probability": 0.94482421875}, {"start": 1342.18, "end": 1342.84, "word": " هنتكلم", "probability": 0.919189453125}, {"start": 1342.84, "end": 1343.02, "word": " انه", "probability": 0.465576171875}, {"start": 1343.02, "end": 1343.24, "word": " theta", "probability": 0.4560546875}, {"start": 1343.24, "end": 1343.52, "word": " كمان", "probability": 0.99169921875}, {"start": 1343.52, "end": 1343.64, "word": " أنا", "probability": 0.54638671875}, {"start": 1343.64, "end": 1343.86, "word": " عندي", "probability": 0.943603515625}, {"start": 1343.86, "end": 1344.1, "word": " مجال", "probability": 0.9972330729166666}, {"start": 1344.1, "end": 1344.64, "word": " أحركها", "probability": 0.9144287109375}, {"start": 1344.64, "end": 1345.08, "word": " عندنا", "probability": 0.722412109375}, {"start": 1345.08, "end": 1345.36, "word": " مجال", "probability": 0.9969075520833334}, {"start": 1345.36, "end": 1346.34, "word": " نحركها", "probability": 0.82952880859375}, {"start": 1346.34, "end": 1346.78, "word": " تمام", "probability": 0.901611328125}, {"start": 1346.78, "end": 1347.48, "word": " في", "probability": 0.8623046875}, {"start": 1347.48, "end": 1347.94, "word": " غيرها", "probability": 0.9894205729166666}, {"start": 1347.94, "end": 1348.16, "word": " ال", "probability": 0.91357421875}, {"start": 1348.16, "end": 1348.36, "word": " sine", "probability": 0.443115234375}, {"start": 1348.36, "end": 1348.74, "word": " function", "probability": 0.953125}, {"start": 1348.74, "end": 1348.86, "word": " اللي", "probability": 0.954345703125}, {"start": 1348.86, "end": 1348.98, "word": " هي", "probability": 0.919921875}, {"start": 1348.98, "end": 1349.1, "word": " من", "probability": 0.97265625}, {"start": 1349.1, "end": 1349.44, "word": " minus", "probability": 0.56201171875}, {"start": 1349.44, "end": 1349.72, "word": " one", "probability": 0.837890625}, {"start": 1349.72, "end": 1350.0, "word": " to", "probability": 0.9306640625}, {"start": 1350.0, "end": 1350.26, "word": " one", "probability": 0.96044921875}, {"start": 1350.26, "end": 1350.72, "word": " بدل", "probability": 0.9775390625}, {"start": 1350.72, "end": 1350.8, "word": " ما", "probability": 0.85888671875}, {"start": 1350.8, "end": 1350.92, "word": " هي", "probability": 0.6962890625}, {"start": 1350.92, "end": 1351.06, "word": " من", "probability": 0.9599609375}, {"start": 1351.06, "end": 1351.34, "word": " zero", "probability": 0.80126953125}, {"start": 1351.34, "end": 1351.64, "word": " to", "probability": 0.9365234375}, {"start": 1351.64, "end": 1351.9, "word": " one", "probability": 0.95166015625}, {"start": 1351.9, "end": 1352.46, "word": " step", "probability": 0.90673828125}, {"start": 1352.46, "end": 1352.84, "word": " function", "probability": 0.96044921875}], "temperature": 1.0}, {"id": 59, "seek": 137003, "start": 1353.59, "end": 1370.03, "text": "بتصير minus one to one وبعدين فيه سيجمويد وهذه هتستخدم لاحقا في معظم الشغل اللي بنتكلم فيه عن ال multi layer في ال multi layer عادة بفضلوا يستخدموا سيجمويد function من minus من zero to one ولكن smoothly", "tokens": [3555, 2655, 9381, 13546, 3175, 472, 281, 472, 46599, 22488, 9957, 8978, 3224, 8608, 1829, 7435, 2304, 2407, 25708, 37037, 24192, 8032, 2655, 14851, 9778, 40448, 20193, 5016, 4587, 995, 8978, 20449, 19913, 2304, 25124, 17082, 1211, 13672, 1829, 44945, 2655, 4117, 19528, 8978, 3224, 18871, 2423, 4825, 4583, 8978, 2423, 4825, 4583, 6225, 18513, 3660, 4724, 5172, 11242, 1211, 14407, 7251, 14851, 9778, 40448, 14407, 8608, 1829, 7435, 2304, 2407, 25708, 2445, 9154, 3175, 9154, 4018, 281, 472, 35525, 19452, 19565], "avg_logprob": -0.23305722747940616, "compression_ratio": 1.5916230366492146, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 1353.59, "end": 1354.07, "word": "بتصير", "probability": 0.9051513671875}, {"start": 1354.07, "end": 1354.57, "word": " minus", "probability": 0.1505126953125}, {"start": 1354.57, "end": 1354.87, "word": " one", "probability": 0.740234375}, {"start": 1354.87, "end": 1355.29, "word": " to", "probability": 0.9169921875}, {"start": 1355.29, "end": 1355.51, "word": " one", "probability": 0.95849609375}, {"start": 1355.51, "end": 1355.97, "word": " وبعدين", "probability": 0.7701822916666666}, {"start": 1355.97, "end": 1356.15, "word": " فيه", "probability": 0.624267578125}, {"start": 1356.15, "end": 1356.73, "word": " سيجمويد", "probability": 0.6955769856770834}, {"start": 1356.73, "end": 1357.07, "word": " وهذه", "probability": 0.6239013671875}, {"start": 1357.07, "end": 1357.75, "word": " هتستخدم", "probability": 0.96474609375}, {"start": 1357.75, "end": 1358.67, "word": " لاحقا", "probability": 0.9473876953125}, {"start": 1358.67, "end": 1359.05, "word": " في", "probability": 0.88623046875}, {"start": 1359.05, "end": 1359.55, "word": " معظم", "probability": 0.9967447916666666}, {"start": 1359.55, "end": 1360.45, "word": " الشغل", "probability": 0.9814453125}, {"start": 1360.45, "end": 1360.53, "word": " اللي", "probability": 0.94384765625}, {"start": 1360.53, "end": 1360.85, "word": " بنتكلم", "probability": 0.7940673828125}, {"start": 1360.85, "end": 1361.03, "word": " فيه", "probability": 0.95068359375}, {"start": 1361.03, "end": 1361.11, "word": " عن", "probability": 0.4501953125}, {"start": 1361.11, "end": 1361.23, "word": " ال", "probability": 0.8193359375}, {"start": 1361.23, "end": 1361.61, "word": " multi", "probability": 0.441650390625}, {"start": 1361.61, "end": 1362.17, "word": " layer", "probability": 0.59130859375}, {"start": 1362.17, "end": 1362.61, "word": " في", "probability": 0.68115234375}, {"start": 1362.61, "end": 1362.71, "word": " ال", "probability": 0.8701171875}, {"start": 1362.71, "end": 1362.89, "word": " multi", "probability": 0.736328125}, {"start": 1362.89, "end": 1363.09, "word": " layer", "probability": 0.89404296875}, {"start": 1363.09, "end": 1363.41, "word": " عادة", "probability": 0.9892578125}, {"start": 1363.41, "end": 1363.77, "word": " بفضلوا", "probability": 0.7626953125}, {"start": 1363.77, "end": 1364.37, "word": " يستخدموا", "probability": 0.91796875}, {"start": 1364.37, "end": 1364.99, "word": " سيجمويد", "probability": 0.85308837890625}, {"start": 1364.99, "end": 1365.67, "word": " function", "probability": 0.82177734375}, {"start": 1365.67, "end": 1366.25, "word": " من", "probability": 0.87646484375}, {"start": 1366.25, "end": 1367.23, "word": " minus", "probability": 0.54052734375}, {"start": 1367.23, "end": 1367.71, "word": " من", "probability": 0.92724609375}, {"start": 1367.71, "end": 1368.13, "word": " zero", "probability": 0.66943359375}, {"start": 1368.13, "end": 1368.65, "word": " to", "probability": 0.96044921875}, {"start": 1368.65, "end": 1368.93, "word": " one", "probability": 0.9619140625}, {"start": 1368.93, "end": 1369.57, "word": " ولكن", "probability": 0.92041015625}, {"start": 1369.57, "end": 1370.03, "word": " smoothly", "probability": 0.619140625}], "temperature": 1.0}, {"id": 60, "seek": 138768, "start": 1370.86, "end": 1387.68, "text": "مش زي هذه عند الصفر بتلاقيها undefined value فاحنا كنا نتغلب عن حكاية ال undefined value أنه نغلبها للواحد قلنا أكبر من أو يساوي أو يساوي فاليساوي كنا ناخدها مع الواحد هنا لأ خليناها smooth أكتر ويلها طبعا أسباب كتيرة", "tokens": [2304, 8592, 30767, 1829, 29538, 43242, 31767, 5172, 2288, 39894, 15040, 38436, 11296, 674, 5666, 2001, 2158, 6156, 39319, 8315, 9122, 8315, 8717, 2655, 17082, 46152, 18871, 11331, 4117, 995, 10632, 2423, 674, 5666, 2001, 2158, 14739, 3224, 8717, 17082, 46152, 11296, 24976, 14407, 24401, 12174, 1211, 8315, 5551, 4117, 26890, 9154, 34051, 7251, 3794, 995, 45865, 34051, 7251, 3794, 995, 45865, 6156, 6027, 1829, 3794, 995, 45865, 9122, 8315, 8717, 47283, 3215, 11296, 20449, 2423, 14407, 24401, 34105, 5296, 10721, 16490, 20292, 8315, 11296, 5508, 5551, 4117, 2655, 2288, 4032, 26895, 11296, 23032, 3555, 3615, 995, 5551, 35457, 16758, 9122, 2655, 48923], "avg_logprob": -0.12357271670435484, "compression_ratio": 1.7272727272727273, "no_speech_prob": 6.020069122314453e-06, "words": [{"start": 1370.86, "end": 1371.2, "word": "مش", "probability": 0.8408203125}, {"start": 1371.2, "end": 1371.34, "word": " زي", "probability": 0.951171875}, {"start": 1371.34, "end": 1371.64, "word": " هذه", "probability": 0.87353515625}, {"start": 1371.64, "end": 1371.94, "word": " عند", "probability": 0.95654296875}, {"start": 1371.94, "end": 1372.44, "word": " الصفر", "probability": 0.8258463541666666}, {"start": 1372.44, "end": 1373.32, "word": " بتلاقيها", "probability": 0.9151611328125}, {"start": 1373.32, "end": 1374.2, "word": " undefined", "probability": 0.8047688802083334}, {"start": 1374.2, "end": 1374.64, "word": " value", "probability": 0.9892578125}, {"start": 1374.64, "end": 1375.64, "word": " فاحنا", "probability": 0.8831380208333334}, {"start": 1375.64, "end": 1375.88, "word": " كنا", "probability": 0.974853515625}, {"start": 1375.88, "end": 1376.28, "word": " نتغلب", "probability": 0.9801025390625}, {"start": 1376.28, "end": 1376.44, "word": " عن", "probability": 0.97509765625}, {"start": 1376.44, "end": 1376.72, "word": " حكاية", "probability": 0.847412109375}, {"start": 1376.72, "end": 1376.86, "word": " ال", "probability": 0.91845703125}, {"start": 1376.86, "end": 1377.28, "word": " undefined", "probability": 0.8043619791666666}, {"start": 1377.28, "end": 1377.58, "word": " value", "probability": 0.9833984375}, {"start": 1377.58, "end": 1377.82, "word": " أنه", "probability": 0.48828125}, {"start": 1377.82, "end": 1378.36, "word": " نغلبها", "probability": 0.9835205078125}, {"start": 1378.36, "end": 1378.96, "word": " للواحد", "probability": 0.9718424479166666}, {"start": 1378.96, "end": 1379.6, "word": " قلنا", "probability": 0.6941731770833334}, {"start": 1379.6, "end": 1379.98, "word": " أكبر", "probability": 0.9013671875}, {"start": 1379.98, "end": 1380.14, "word": " من", "probability": 0.93310546875}, {"start": 1380.14, "end": 1380.46, "word": " أو", "probability": 0.9375}, {"start": 1380.46, "end": 1381.2, "word": " يساوي", "probability": 0.9801025390625}, {"start": 1381.2, "end": 1381.48, "word": " أو", "probability": 0.64208984375}, {"start": 1381.48, "end": 1381.86, "word": " يساوي", "probability": 0.9678955078125}, {"start": 1381.86, "end": 1382.36, "word": " فاليساوي", "probability": 0.906494140625}, {"start": 1382.36, "end": 1382.56, "word": " كنا", "probability": 0.952392578125}, {"start": 1382.56, "end": 1382.94, "word": " ناخدها", "probability": 0.9757080078125}, {"start": 1382.94, "end": 1383.2, "word": " مع", "probability": 0.96142578125}, {"start": 1383.2, "end": 1384.12, "word": " الواحد", "probability": 0.9847005208333334}, {"start": 1384.12, "end": 1384.56, "word": " هنا", "probability": 0.88330078125}, {"start": 1384.56, "end": 1384.78, "word": " لأ", "probability": 0.959228515625}, {"start": 1384.78, "end": 1385.28, "word": " خليناها", "probability": 0.8824462890625}, {"start": 1385.28, "end": 1385.58, "word": " smooth", "probability": 0.90234375}, {"start": 1385.58, "end": 1386.0, "word": " أكتر", "probability": 0.949462890625}, {"start": 1386.0, "end": 1386.56, "word": " ويلها", "probability": 0.7252604166666666}, {"start": 1386.56, "end": 1386.88, "word": " طبعا", "probability": 0.8797607421875}, {"start": 1386.88, "end": 1387.3, "word": " أسباب", "probability": 0.9812825520833334}, {"start": 1387.3, "end": 1387.68, "word": " كتيرة", "probability": 0.9091796875}], "temperature": 1.0}, {"id": 61, "seek": 141642, "start": 1388.56, "end": 1416.42, "text": "لكن طبعا مش هنتكلم عنها إلا لو في حالة مثلا أنه بدنا نشرح مساق كامل عن ال neural network في خفايا كتير أو في خلينا نقول تفاصيل كتير ممكن نتكلم عنها لكن اكتفي ان والله في sigmoid function هي شكلها تطبق عبارة عن واحد على واحد plus exponential minus قيمة ال X أو قيمة ال summation عشان نطلعلي قيمتي ال Y تمام وفي ال linear أنه لأ هو ال X بيساوي ال Y وخلاص فال activation function linear أو واحد أو واحد", "tokens": [1211, 19452, 23032, 3555, 3615, 995, 37893, 8032, 29399, 4117, 19528, 18871, 11296, 11933, 15040, 45164, 8978, 11331, 6027, 3660, 50113, 15040, 14739, 3224, 47525, 8315, 8717, 46309, 5016, 47524, 995, 4587, 9122, 10943, 1211, 18871, 2423, 18161, 3209, 8978, 16490, 5172, 995, 25528, 9122, 2655, 13546, 34051, 8978, 16490, 1211, 9957, 995, 8717, 39648, 6055, 5172, 33546, 26895, 9122, 2655, 13546, 3714, 43020, 8717, 2655, 4117, 19528, 18871, 11296, 44381, 1975, 4117, 2655, 41185, 16472, 16070, 43761, 8978, 4556, 3280, 327, 2445, 39896, 13412, 28820, 11296, 6055, 9566, 3555, 4587, 6225, 3555, 9640, 3660, 18871, 36764, 24401, 15844, 36764, 24401, 1804, 21510, 3175, 12174, 32640, 3660, 2423, 1783, 34051, 12174, 32640, 3660, 2423, 28811, 6225, 8592, 7649, 8717, 9566, 1211, 3615, 20292, 12174, 32640, 31371, 2423, 398, 46811, 10943, 4032, 41185, 2423, 8213, 14739, 3224, 5296, 10721, 31439, 2423, 1783, 4724, 1829, 3794, 995, 45865, 2423, 398, 4032, 9778, 1211, 33546, 6156, 6027, 24433, 2445, 8213, 34051, 36764, 24401, 34051, 36764, 24401], "avg_logprob": -0.15834603049769636, "compression_ratio": 1.891238670694864, "no_speech_prob": 9.5367431640625e-07, "words": [{"start": 1388.5600000000002, "end": 1389.18, "word": "لكن", "probability": 0.7490234375}, {"start": 1389.18, "end": 1389.58, "word": " طبعا", "probability": 0.9332275390625}, {"start": 1389.58, "end": 1389.88, "word": " مش", "probability": 0.45458984375}, {"start": 1389.88, "end": 1390.26, "word": " هنتكلم", "probability": 0.9881591796875}, {"start": 1390.26, "end": 1390.58, "word": " عنها", "probability": 0.994140625}, {"start": 1390.58, "end": 1390.96, "word": " إلا", "probability": 0.9208984375}, {"start": 1390.96, "end": 1391.76, "word": " لو", "probability": 0.95751953125}, {"start": 1391.76, "end": 1391.98, "word": " في", "probability": 0.94482421875}, {"start": 1391.98, "end": 1392.4, "word": " حالة", "probability": 0.9969075520833334}, {"start": 1392.4, "end": 1392.6, "word": " مثلا", "probability": 0.98583984375}, {"start": 1392.6, "end": 1392.74, "word": " أنه", "probability": 0.655517578125}, {"start": 1392.74, "end": 1392.9, "word": " بدنا", "probability": 0.836181640625}, {"start": 1392.9, "end": 1393.26, "word": " نشرح", "probability": 0.97607421875}, {"start": 1393.26, "end": 1393.9, "word": " مساق", "probability": 0.8492838541666666}, {"start": 1393.9, "end": 1394.2, "word": " كامل", "probability": 0.9943033854166666}, {"start": 1394.2, "end": 1394.36, "word": " عن", "probability": 0.9697265625}, {"start": 1394.36, "end": 1394.42, "word": " ال", "probability": 0.468505859375}, {"start": 1394.42, "end": 1394.6, "word": " neural", "probability": 0.63671875}, {"start": 1394.6, "end": 1395.08, "word": " network", "probability": 0.9501953125}, {"start": 1395.08, "end": 1395.22, "word": " في", "probability": 0.50439453125}, {"start": 1395.22, "end": 1395.58, "word": " خفايا", "probability": 0.7606201171875}, {"start": 1395.58, "end": 1395.76, "word": " كتير", "probability": 0.9080403645833334}, {"start": 1395.76, "end": 1395.92, "word": " أو", "probability": 0.92919921875}, {"start": 1395.92, "end": 1396.04, "word": " في", "probability": 0.62060546875}, {"start": 1396.04, "end": 1396.36, "word": " خلينا", "probability": 0.6514892578125}, {"start": 1396.36, "end": 1396.48, "word": " نقول", "probability": 0.8447265625}, {"start": 1396.48, "end": 1396.88, "word": " تفاصيل", "probability": 0.9520263671875}, {"start": 1396.88, "end": 1397.1, "word": " كتير", "probability": 0.9554036458333334}, {"start": 1397.1, "end": 1397.3, "word": " ممكن", "probability": 0.98876953125}, {"start": 1397.3, "end": 1397.58, "word": " نتكلم", "probability": 0.9844970703125}, {"start": 1397.58, "end": 1397.8, "word": " عنها", "probability": 0.99169921875}, {"start": 1397.8, "end": 1398.0, "word": " لكن", "probability": 0.7392578125}, {"start": 1398.0, "end": 1398.4, "word": " اكتفي", "probability": 0.80517578125}, {"start": 1398.4, "end": 1398.9, "word": " ان", "probability": 0.34326171875}, {"start": 1398.9, "end": 1399.14, "word": " والله", "probability": 0.6878662109375}, {"start": 1399.14, "end": 1399.32, "word": " في", "probability": 0.95654296875}, {"start": 1399.32, "end": 1399.82, "word": " sigmoid", "probability": 0.6905314127604166}, {"start": 1399.82, "end": 1400.16, "word": " function", "probability": 0.92822265625}, {"start": 1400.16, "end": 1400.32, "word": " هي", "probability": 0.578125}, {"start": 1400.32, "end": 1400.82, "word": " شكلها", "probability": 0.9715169270833334}, {"start": 1400.82, "end": 1402.08, "word": " تطبق", "probability": 0.9207763671875}, {"start": 1402.08, "end": 1402.6, "word": " عبارة", "probability": 0.9488525390625}, {"start": 1402.6, "end": 1402.74, "word": " عن", "probability": 0.97509765625}, {"start": 1402.74, "end": 1402.98, "word": " واحد", "probability": 0.7861328125}, {"start": 1402.98, "end": 1403.14, "word": " على", "probability": 0.728515625}, {"start": 1403.14, "end": 1403.46, "word": " واحد", "probability": 0.990478515625}, {"start": 1403.46, "end": 1403.84, "word": " plus", "probability": 0.888671875}, {"start": 1403.84, "end": 1404.52, "word": " exponential", "probability": 0.8193359375}, {"start": 1404.52, "end": 1405.16, "word": " minus", "probability": 0.9853515625}, {"start": 1405.16, "end": 1405.9, "word": " قيمة", "probability": 0.990234375}, {"start": 1405.9, "end": 1406.02, "word": " ال", "probability": 0.94091796875}, {"start": 1406.02, "end": 1406.16, "word": " X", "probability": 0.7138671875}, {"start": 1406.16, "end": 1406.38, "word": " أو", "probability": 0.896484375}, {"start": 1406.38, "end": 1406.82, "word": " قيمة", "probability": 0.9876302083333334}, {"start": 1406.82, "end": 1406.92, "word": " ال", "probability": 0.75341796875}, {"start": 1406.92, "end": 1407.28, "word": " summation", "probability": 0.88037109375}, {"start": 1407.28, "end": 1407.72, "word": " عشان", "probability": 0.9578450520833334}, {"start": 1407.72, "end": 1408.14, "word": " نطلعلي", "probability": 0.837744140625}, {"start": 1408.14, "end": 1408.42, "word": " قيمتي", "probability": 0.9095052083333334}, {"start": 1408.42, "end": 1408.54, "word": " ال", "probability": 0.96875}, {"start": 1408.54, "end": 1408.72, "word": " Y", "probability": 0.9521484375}, {"start": 1408.72, "end": 1409.94, "word": " تمام", "probability": 0.928466796875}, {"start": 1409.94, "end": 1410.4, "word": " وفي", "probability": 0.65869140625}, {"start": 1410.4, "end": 1410.52, "word": " ال", "probability": 0.8642578125}, {"start": 1410.52, "end": 1410.8, "word": " linear", "probability": 0.794921875}, {"start": 1410.8, "end": 1411.24, "word": " أنه", "probability": 0.722412109375}, {"start": 1411.24, "end": 1411.4, "word": " لأ", "probability": 0.96044921875}, {"start": 1411.4, "end": 1411.58, "word": " هو", "probability": 0.970703125}, {"start": 1411.58, "end": 1411.72, "word": " ال", "probability": 0.93798828125}, {"start": 1411.72, "end": 1411.86, "word": " X", "probability": 0.97314453125}, {"start": 1411.86, "end": 1412.18, "word": " بيساوي", "probability": 0.87314453125}, {"start": 1412.18, "end": 1412.28, "word": " ال", "probability": 0.92041015625}, {"start": 1412.28, "end": 1412.42, "word": " Y", "probability": 0.978515625}, {"start": 1412.42, "end": 1412.74, "word": " وخلاص", "probability": 0.9342041015625}, {"start": 1412.74, "end": 1413.1, "word": " فال", "probability": 0.866943359375}, {"start": 1413.1, "end": 1413.34, "word": " activation", "probability": 0.978515625}, {"start": 1413.34, "end": 1413.94, "word": " function", "probability": 0.97216796875}, {"start": 1413.94, "end": 1414.52, "word": " linear", "probability": 0.7412109375}, {"start": 1414.52, "end": 1414.86, "word": " أو", "probability": 0.71533203125}, {"start": 1414.86, "end": 1415.62, "word": " واحد", "probability": 0.9677734375}, {"start": 1415.62, "end": 1415.98, "word": " أو", "probability": 0.8330078125}, {"start": 1415.98, "end": 1416.42, "word": " واحد", "probability": 0.989501953125}], "temperature": 1.0}, {"id": 62, "seek": 144233, "start": 1417.69, "end": 1442.33, "text": "كويسة، الآن كيف بنقدر نعلم؟ يعني عملنا ال model، ال model انعمل و مافيش مشكلة و تمام و مش الحالة أول واحد يمكن بدأ يحاول يعمل عملية learning باستخدام single neuron هو كان Frank Rosenblatt، Rosenblatt بدأها في ال 58 و طلعلنا model لل neural network أو ال artificial neural network بسيط جدا سماه ال perceptron", "tokens": [4117, 45865, 3794, 3660, 12399, 6024, 48506, 9122, 33911, 44945, 28543, 2288, 8717, 3615, 19528, 22807, 37495, 22653, 6225, 42213, 8315, 2423, 2316, 12399, 2423, 2316, 16472, 25957, 1211, 4032, 19446, 41185, 8592, 37893, 28820, 3660, 4032, 46811, 10943, 4032, 37893, 21542, 6027, 3660, 5551, 12610, 36764, 24401, 7251, 43020, 47525, 10721, 7251, 5016, 995, 12610, 7251, 25957, 1211, 6225, 42213, 10632, 2539, 4724, 995, 14851, 9778, 3215, 10943, 2167, 34090, 31439, 25961, 6823, 33630, 5199, 1591, 12399, 33630, 5199, 1591, 47525, 10721, 11296, 8978, 2423, 21786, 4032, 23032, 1211, 30241, 8315, 2316, 24976, 18161, 3209, 34051, 2423, 11677, 18161, 3209, 4724, 3794, 1829, 9566, 10874, 28259, 8608, 15042, 3224, 2423, 43276, 2044], "avg_logprob": -0.2239583399996423, "compression_ratio": 1.628158844765343, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1417.69, "end": 1418.41, "word": "كويسة،", "probability": 0.71181640625}, {"start": 1418.41, "end": 1418.71, "word": " الآن", "probability": 0.59783935546875}, {"start": 1418.71, "end": 1419.07, "word": " كيف", "probability": 0.971923828125}, {"start": 1419.07, "end": 1419.67, "word": " بنقدر", "probability": 0.85107421875}, {"start": 1419.67, "end": 1420.51, "word": " نعلم؟", "probability": 0.7921142578125}, {"start": 1420.51, "end": 1420.63, "word": " يعني", "probability": 0.87890625}, {"start": 1420.63, "end": 1420.95, "word": " عملنا", "probability": 0.97900390625}, {"start": 1420.95, "end": 1421.07, "word": " ال", "probability": 0.71630859375}, {"start": 1421.07, "end": 1421.47, "word": " model،", "probability": 0.4775390625}, {"start": 1421.47, "end": 1421.61, "word": " ال", "probability": 0.78564453125}, {"start": 1421.61, "end": 1421.79, "word": " model", "probability": 0.96728515625}, {"start": 1421.79, "end": 1422.21, "word": " انعمل", "probability": 0.80712890625}, {"start": 1422.21, "end": 1422.79, "word": " و", "probability": 0.88916015625}, {"start": 1422.79, "end": 1423.03, "word": " مافيش", "probability": 0.7672526041666666}, {"start": 1423.03, "end": 1423.53, "word": " مشكلة", "probability": 0.9912109375}, {"start": 1423.53, "end": 1423.71, "word": " و", "probability": 0.55419921875}, {"start": 1423.71, "end": 1424.05, "word": " تمام", "probability": 0.989990234375}, {"start": 1424.05, "end": 1424.21, "word": " و", "probability": 0.9716796875}, {"start": 1424.21, "end": 1424.35, "word": " مش", "probability": 0.91015625}, {"start": 1424.35, "end": 1424.83, "word": " الحالة", "probability": 0.77294921875}, {"start": 1424.83, "end": 1425.27, "word": " أول", "probability": 0.6939697265625}, {"start": 1425.27, "end": 1425.51, "word": " واحد", "probability": 0.98779296875}, {"start": 1425.51, "end": 1425.75, "word": " يمكن", "probability": 0.566162109375}, {"start": 1425.75, "end": 1426.07, "word": " بدأ", "probability": 0.865234375}, {"start": 1426.07, "end": 1426.55, "word": " يحاول", "probability": 0.9615478515625}, {"start": 1426.55, "end": 1426.91, "word": " يعمل", "probability": 0.9002278645833334}, {"start": 1426.91, "end": 1427.31, "word": " عملية", "probability": 0.9762369791666666}, {"start": 1427.31, "end": 1428.73, "word": " learning", "probability": 0.9140625}, {"start": 1428.73, "end": 1429.73, "word": " باستخدام", "probability": 0.9685872395833334}, {"start": 1429.73, "end": 1431.25, "word": " single", "probability": 0.8955078125}, {"start": 1431.25, "end": 1431.97, "word": " neuron", "probability": 0.75634765625}, {"start": 1431.97, "end": 1432.43, "word": " هو", "probability": 0.826171875}, {"start": 1432.43, "end": 1432.69, "word": " كان", "probability": 0.86669921875}, {"start": 1432.69, "end": 1433.19, "word": " Frank", "probability": 0.29638671875}, {"start": 1433.19, "end": 1434.65, "word": " Rosenblatt،", "probability": 0.7220458984375}, {"start": 1434.65, "end": 1435.25, "word": " Rosenblatt", "probability": 0.8880208333333334}, {"start": 1435.25, "end": 1435.71, "word": " بدأها", "probability": 0.94677734375}, {"start": 1435.71, "end": 1435.85, "word": " في", "probability": 0.99169921875}, {"start": 1435.85, "end": 1435.97, "word": " ال", "probability": 0.6728515625}, {"start": 1435.97, "end": 1436.49, "word": " 58", "probability": 0.5927734375}, {"start": 1436.49, "end": 1437.11, "word": " و", "probability": 0.7890625}, {"start": 1437.11, "end": 1437.69, "word": " طلعلنا", "probability": 0.8729248046875}, {"start": 1437.69, "end": 1438.03, "word": " model", "probability": 0.94580078125}, {"start": 1438.03, "end": 1438.59, "word": " لل", "probability": 0.7880859375}, {"start": 1438.59, "end": 1438.85, "word": " neural", "probability": 0.91015625}, {"start": 1438.85, "end": 1439.45, "word": " network", "probability": 0.97021484375}, {"start": 1439.45, "end": 1439.73, "word": " أو", "probability": 0.7421875}, {"start": 1439.73, "end": 1439.83, "word": " ال", "probability": 0.96044921875}, {"start": 1439.83, "end": 1440.19, "word": " artificial", "probability": 0.7392578125}, {"start": 1440.19, "end": 1440.53, "word": " neural", "probability": 0.978515625}, {"start": 1440.53, "end": 1440.89, "word": " network", "probability": 0.98291015625}, {"start": 1440.89, "end": 1441.17, "word": " بسيط", "probability": 0.973876953125}, {"start": 1441.17, "end": 1441.39, "word": " جدا", "probability": 0.985595703125}, {"start": 1441.39, "end": 1441.73, "word": " سماه", "probability": 0.4728190104166667}, {"start": 1441.73, "end": 1441.77, "word": " ال", "probability": 0.57470703125}, {"start": 1441.77, "end": 1442.33, "word": " perceptron", "probability": 0.727294921875}], "temperature": 1.0}, {"id": 63, "seek": 146418, "start": 1443.1, "end": 1464.18, "text": "سمّاه perceptron مجموعة inputs بتروح لنيرون واحد وبتطلع output فقط بتطلع output واحد فقط فبتكون عبارة عن one layer one layer وأول ما بدأها كانت عبارة عن single نيرون تمام هذه كانت بيشتغللها ال activation function عبارة عن hard limiter", "tokens": [38251, 11703, 40294, 43276, 2044, 3714, 7435, 2304, 2407, 27884, 15743, 39894, 32887, 5016, 5296, 1863, 13546, 11536, 36764, 24401, 46599, 2655, 9566, 1211, 3615, 5598, 6156, 47432, 39894, 9566, 1211, 3615, 5598, 36764, 24401, 6156, 47432, 6156, 3555, 2655, 30544, 6225, 3555, 9640, 3660, 18871, 472, 4583, 472, 4583, 4032, 10721, 12610, 19446, 47525, 10721, 11296, 25961, 2655, 6225, 3555, 9640, 3660, 18871, 2167, 8717, 13546, 11536, 46811, 10943, 29538, 25961, 2655, 4724, 1829, 8592, 2655, 17082, 1211, 1211, 11296, 2423, 24433, 2445, 6225, 3555, 9640, 3660, 18871, 1152, 2364, 1681], "avg_logprob": -0.21875000128182032, "compression_ratio": 1.6666666666666667, "no_speech_prob": 0.0, "words": [{"start": 1443.1, "end": 1443.66, "word": "سمّاه", "probability": 0.5375162760416666}, {"start": 1443.66, "end": 1444.64, "word": " perceptron", "probability": 0.6219482421875}, {"start": 1444.64, "end": 1445.32, "word": " مجموعة", "probability": 0.855859375}, {"start": 1445.32, "end": 1445.86, "word": " inputs", "probability": 0.54052734375}, {"start": 1445.86, "end": 1446.66, "word": " بتروح", "probability": 0.8841145833333334}, {"start": 1446.66, "end": 1447.08, "word": " لنيرون", "probability": 0.6265869140625}, {"start": 1447.08, "end": 1447.5, "word": " واحد", "probability": 0.976318359375}, {"start": 1447.5, "end": 1447.98, "word": " وبتطلع", "probability": 0.732958984375}, {"start": 1447.98, "end": 1448.32, "word": " output", "probability": 0.97216796875}, {"start": 1448.32, "end": 1448.82, "word": " فقط", "probability": 0.859619140625}, {"start": 1448.82, "end": 1449.4, "word": " بتطلع", "probability": 0.82086181640625}, {"start": 1449.4, "end": 1449.7, "word": " output", "probability": 0.95947265625}, {"start": 1449.7, "end": 1450.04, "word": " واحد", "probability": 0.985107421875}, {"start": 1450.04, "end": 1450.66, "word": " فقط", "probability": 0.99609375}, {"start": 1450.66, "end": 1452.04, "word": " فبتكون", "probability": 0.9051513671875}, {"start": 1452.04, "end": 1452.3, "word": " عبارة", "probability": 0.9923095703125}, {"start": 1452.3, "end": 1452.48, "word": " عن", "probability": 0.99072265625}, {"start": 1452.48, "end": 1452.78, "word": " one", "probability": 0.916015625}, {"start": 1452.78, "end": 1453.44, "word": " layer", "probability": 0.8818359375}, {"start": 1453.44, "end": 1453.8, "word": " one", "probability": 0.26416015625}, {"start": 1453.8, "end": 1454.48, "word": " layer", "probability": 0.90869140625}, {"start": 1454.48, "end": 1455.86, "word": " وأول", "probability": 0.6691080729166666}, {"start": 1455.86, "end": 1455.98, "word": " ما", "probability": 0.92138671875}, {"start": 1455.98, "end": 1456.26, "word": " بدأها", "probability": 0.98291015625}, {"start": 1456.26, "end": 1456.54, "word": " كانت", "probability": 0.974853515625}, {"start": 1456.54, "end": 1456.74, "word": " عبارة", "probability": 0.99609375}, {"start": 1456.74, "end": 1456.88, "word": " عن", "probability": 0.99658203125}, {"start": 1456.88, "end": 1457.32, "word": " single", "probability": 0.884765625}, {"start": 1457.32, "end": 1459.84, "word": " نيرون", "probability": 0.70556640625}, {"start": 1459.84, "end": 1460.56, "word": " تمام", "probability": 0.59991455078125}, {"start": 1460.56, "end": 1461.2, "word": " هذه", "probability": 0.3779296875}, {"start": 1461.2, "end": 1461.42, "word": " كانت", "probability": 0.894775390625}, {"start": 1461.42, "end": 1461.9, "word": " بيشتغللها", "probability": 0.88262939453125}, {"start": 1461.9, "end": 1461.98, "word": " ال", "probability": 0.91064453125}, {"start": 1461.98, "end": 1462.24, "word": " activation", "probability": 0.98388671875}, {"start": 1462.24, "end": 1462.74, "word": " function", "probability": 0.9560546875}, {"start": 1462.74, "end": 1463.04, "word": " عبارة", "probability": 0.99365234375}, {"start": 1463.04, "end": 1463.18, "word": " عن", "probability": 0.98095703125}, {"start": 1463.18, "end": 1463.58, "word": " hard", "probability": 0.93017578125}, {"start": 1463.58, "end": 1464.18, "word": " limiter", "probability": 0.95166015625}], "temperature": 1.0}, {"id": 64, "seek": 148373, "start": 1464.97, "end": 1483.73, "text": "hard limiter من minus one to one و بيحاول يعمل قيم او بيغير في قيم ال synaptic weights او الأوزان المشبكية اللي هتشبك بين كل input او بين كل two neurons مع بعض بهذا الشكل اللي احنا شايفينه", "tokens": [21491, 2364, 1681, 9154, 3175, 472, 281, 472, 4032, 4724, 1829, 5016, 995, 12610, 7251, 25957, 1211, 12174, 32640, 1975, 2407, 4724, 1829, 17082, 13546, 8978, 12174, 32640, 2423, 5451, 2796, 299, 17443, 1975, 2407, 16247, 2407, 11622, 7649, 9673, 8592, 3555, 4117, 10632, 13672, 1829, 8032, 2655, 8592, 3555, 4117, 49374, 28242, 4846, 1975, 2407, 49374, 28242, 732, 22027, 20449, 45030, 11242, 39627, 15730, 25124, 28820, 13672, 1829, 1975, 5016, 8315, 13412, 995, 33911, 9957, 3224], "avg_logprob": -0.16175881219215882, "compression_ratio": 1.5159574468085106, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1464.97, "end": 1465.29, "word": "hard", "probability": 0.1669921875}, {"start": 1465.29, "end": 1465.67, "word": " limiter", "probability": 0.90380859375}, {"start": 1465.67, "end": 1465.77, "word": " من", "probability": 0.94384765625}, {"start": 1465.77, "end": 1466.01, "word": " minus", "probability": 0.234619140625}, {"start": 1466.01, "end": 1466.19, "word": " one", "probability": 0.736328125}, {"start": 1466.19, "end": 1466.33, "word": " to", "probability": 0.9267578125}, {"start": 1466.33, "end": 1466.51, "word": " one", "probability": 0.95458984375}, {"start": 1466.51, "end": 1466.95, "word": " و", "probability": 0.50634765625}, {"start": 1466.95, "end": 1467.43, "word": " بيحاول", "probability": 0.86435546875}, {"start": 1467.43, "end": 1468.13, "word": " يعمل", "probability": 0.974609375}, {"start": 1468.13, "end": 1470.47, "word": " قيم", "probability": 0.71044921875}, {"start": 1470.47, "end": 1470.87, "word": " او", "probability": 0.7205810546875}, {"start": 1470.87, "end": 1471.23, "word": " بيغير", "probability": 0.9205322265625}, {"start": 1471.23, "end": 1471.37, "word": " في", "probability": 0.92919921875}, {"start": 1471.37, "end": 1471.67, "word": " قيم", "probability": 0.95263671875}, {"start": 1471.67, "end": 1471.91, "word": " ال", "probability": 0.73974609375}, {"start": 1471.91, "end": 1472.53, "word": " synaptic", "probability": 0.6905924479166666}, {"start": 1472.53, "end": 1473.17, "word": " weights", "probability": 0.7412109375}, {"start": 1473.17, "end": 1473.63, "word": " او", "probability": 0.84716796875}, {"start": 1473.63, "end": 1474.87, "word": " الأوزان", "probability": 0.8775634765625}, {"start": 1474.87, "end": 1475.55, "word": " المشبكية", "probability": 0.9861328125}, {"start": 1475.55, "end": 1475.65, "word": " اللي", "probability": 0.808349609375}, {"start": 1475.65, "end": 1476.19, "word": " هتشبك", "probability": 0.954296875}, {"start": 1476.19, "end": 1476.59, "word": " بين", "probability": 0.9755859375}, {"start": 1476.59, "end": 1477.03, "word": " كل", "probability": 0.97705078125}, {"start": 1477.03, "end": 1477.69, "word": " input", "probability": 0.97021484375}, {"start": 1477.69, "end": 1478.63, "word": " او", "probability": 0.8701171875}, {"start": 1478.63, "end": 1478.77, "word": " بين", "probability": 0.94580078125}, {"start": 1478.77, "end": 1479.11, "word": " كل", "probability": 0.93994140625}, {"start": 1479.11, "end": 1479.95, "word": " two", "probability": 0.8662109375}, {"start": 1479.95, "end": 1480.61, "word": " neurons", "probability": 0.978515625}, {"start": 1480.61, "end": 1480.81, "word": " مع", "probability": 0.9912109375}, {"start": 1480.81, "end": 1481.09, "word": " بعض", "probability": 0.9912109375}, {"start": 1481.09, "end": 1481.73, "word": " بهذا", "probability": 0.919189453125}, {"start": 1481.73, "end": 1482.43, "word": " الشكل", "probability": 0.989501953125}, {"start": 1482.43, "end": 1482.57, "word": " اللي", "probability": 0.97802734375}, {"start": 1482.57, "end": 1482.83, "word": " احنا", "probability": 0.9033203125}, {"start": 1482.83, "end": 1483.73, "word": " شايفينه", "probability": 0.9810546875}], "temperature": 1.0}, {"id": 65, "seek": 150857, "start": 1485.17, "end": 1508.57, "text": "فكان هذا أول model استخدم ان يكون فيه اندو نيوران واحدة linear combiner بمعنى x1 في ال w بتاعتها زائد x2 في ال w بتاعتها زائد x3 في ال w بتاعتها بهذا الشكل فlinear بنجمحهم بشكل linear عشان يعطيني ال summation ال summation هذا بوديه على hard limiter minus one to one بالإضافة طبعا لمين لثيتا ثيتا هي اللي هتحددلي تحديدا", "tokens": [5172, 41361, 23758, 5551, 12610, 2316, 44713, 9778, 40448, 16472, 7251, 30544, 8978, 3224, 16472, 3215, 2407, 8717, 1829, 13063, 7649, 36764, 24401, 3660, 8213, 2512, 4564, 4724, 2304, 3615, 1863, 7578, 2031, 16, 8978, 2423, 261, 39894, 995, 34268, 11296, 30767, 16373, 3215, 2031, 17, 8978, 2423, 261, 39894, 995, 34268, 11296, 30767, 16373, 3215, 2031, 18, 8978, 2423, 261, 39894, 995, 34268, 11296, 39627, 15730, 25124, 28820, 6156, 28263, 44945, 7435, 2304, 5016, 16095, 4724, 8592, 28820, 8213, 6225, 8592, 7649, 37495, 9566, 1829, 22653, 2423, 28811, 2423, 28811, 23758, 4724, 23328, 1829, 3224, 15844, 1152, 2364, 1681, 3175, 472, 281, 472, 20666, 28814, 11242, 31845, 3660, 23032, 3555, 3615, 995, 32767, 9957, 5296, 12984, 36081, 995, 38637, 36081, 995, 39896, 13672, 1829, 8032, 2655, 24401, 3215, 20292, 6055, 5016, 16254, 28259], "avg_logprob": -0.2384259303410848, "compression_ratio": 1.8571428571428572, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 1485.17, "end": 1485.51, "word": "فكان", "probability": 0.7900390625}, {"start": 1485.51, "end": 1485.67, "word": " هذا", "probability": 0.80126953125}, {"start": 1485.67, "end": 1485.93, "word": " أول", "probability": 0.86279296875}, {"start": 1485.93, "end": 1486.25, "word": " model", "probability": 0.8779296875}, {"start": 1486.25, "end": 1487.01, "word": " استخدم", "probability": 0.96044921875}, {"start": 1487.01, "end": 1487.35, "word": " ان", "probability": 0.307861328125}, {"start": 1487.35, "end": 1487.53, "word": " يكون", "probability": 0.927001953125}, {"start": 1487.53, "end": 1487.71, "word": " فيه", "probability": 0.77783203125}, {"start": 1487.71, "end": 1487.89, "word": " اندو", "probability": 0.5709228515625}, {"start": 1487.89, "end": 1488.21, "word": " نيوران", "probability": 0.7633056640625}, {"start": 1488.21, "end": 1488.67, "word": " واحدة", "probability": 0.9578450520833334}, {"start": 1488.67, "end": 1490.39, "word": " linear", "probability": 0.19482421875}, {"start": 1490.39, "end": 1490.99, "word": " combiner", "probability": 0.75537109375}, {"start": 1490.99, "end": 1491.49, "word": " بمعنى", "probability": 0.918359375}, {"start": 1491.49, "end": 1492.27, "word": " x1", "probability": 0.650634765625}, {"start": 1492.27, "end": 1492.47, "word": " في", "probability": 0.810546875}, {"start": 1492.47, "end": 1492.55, "word": " ال", "probability": 0.8388671875}, {"start": 1492.55, "end": 1492.73, "word": " w", "probability": 0.44580078125}, {"start": 1492.73, "end": 1493.15, "word": " بتاعتها", "probability": 0.85467529296875}, {"start": 1493.15, "end": 1493.73, "word": " زائد", "probability": 0.7470703125}, {"start": 1493.73, "end": 1494.15, "word": " x2", "probability": 0.9501953125}, {"start": 1494.15, "end": 1494.31, "word": " في", "probability": 0.939453125}, {"start": 1494.31, "end": 1494.39, "word": " ال", "probability": 0.73974609375}, {"start": 1494.39, "end": 1494.55, "word": " w", "probability": 0.8828125}, {"start": 1494.55, "end": 1494.97, "word": " بتاعتها", "probability": 0.962158203125}, {"start": 1494.97, "end": 1495.41, "word": " زائد", "probability": 0.87646484375}, {"start": 1495.41, "end": 1495.75, "word": " x3", "probability": 0.9833984375}, {"start": 1495.75, "end": 1495.91, "word": " في", "probability": 0.974609375}, {"start": 1495.91, "end": 1495.99, "word": " ال", "probability": 0.92236328125}, {"start": 1495.99, "end": 1496.15, "word": " w", "probability": 0.88037109375}, {"start": 1496.15, "end": 1496.45, "word": " بتاعتها", "probability": 0.9742431640625}, {"start": 1496.45, "end": 1496.71, "word": " بهذا", "probability": 0.927490234375}, {"start": 1496.71, "end": 1497.05, "word": " الشكل", "probability": 0.991455078125}, {"start": 1497.05, "end": 1498.21, "word": " فlinear", "probability": 0.6236572265625}, {"start": 1498.21, "end": 1499.13, "word": " بنجمحهم", "probability": 0.9201171875}, {"start": 1499.13, "end": 1499.45, "word": " بشكل", "probability": 0.9716796875}, {"start": 1499.45, "end": 1499.81, "word": " linear", "probability": 0.80908203125}, {"start": 1499.81, "end": 1500.23, "word": " عشان", "probability": 0.9544270833333334}, {"start": 1500.23, "end": 1500.53, "word": " يعطيني", "probability": 0.6112060546875}, {"start": 1500.53, "end": 1500.63, "word": " ال", "probability": 0.80908203125}, {"start": 1500.63, "end": 1500.89, "word": " summation", "probability": 0.73046875}, {"start": 1500.89, "end": 1501.05, "word": " ال", "probability": 0.5185546875}, {"start": 1501.05, "end": 1501.29, "word": " summation", "probability": 0.7822265625}, {"start": 1501.29, "end": 1501.47, "word": " هذا", "probability": 0.396728515625}, {"start": 1501.47, "end": 1501.83, "word": " بوديه", "probability": 0.732666015625}, {"start": 1501.83, "end": 1501.91, "word": " على", "probability": 0.62939453125}, {"start": 1501.91, "end": 1502.29, "word": " hard", "probability": 0.6494140625}, {"start": 1502.29, "end": 1502.89, "word": " limiter", "probability": 0.86767578125}, {"start": 1502.89, "end": 1503.33, "word": " minus", "probability": 0.51416015625}, {"start": 1503.33, "end": 1503.59, "word": " one", "probability": 0.7392578125}, {"start": 1503.59, "end": 1503.71, "word": " to", "probability": 0.90673828125}, {"start": 1503.71, "end": 1503.95, "word": " one", "probability": 0.95263671875}, {"start": 1503.95, "end": 1504.83, "word": " بالإضافة", "probability": 0.890185546875}, {"start": 1504.83, "end": 1505.05, "word": " طبعا", "probability": 0.9447021484375}, {"start": 1505.05, "end": 1505.35, "word": " لمين", "probability": 0.7890625}, {"start": 1505.35, "end": 1505.97, "word": " لثيتا", "probability": 0.648681640625}, {"start": 1505.97, "end": 1506.31, "word": " ثيتا", "probability": 0.7098388671875}, {"start": 1506.31, "end": 1506.43, "word": " هي", "probability": 0.9072265625}, {"start": 1506.43, "end": 1506.53, "word": " اللي", "probability": 0.720458984375}, {"start": 1506.53, "end": 1507.35, "word": " هتحددلي", "probability": 0.8638671875}, {"start": 1507.35, "end": 1508.57, "word": " تحديدا", "probability": 0.8973388671875}], "temperature": 1.0}, {"id": 66, "seek": 152584, "start": 1509.2, "end": 1525.84, "text": "جدّاش القيمة اللي هنبدأ من عندها انفرق بين الصفر أو من ال minus one و ال one فهذه هي قيمة ال theta عشان نطلع لل output النهائي فالان شوية أخدنا الفكرة من ناحية ال biology و بدأنا نتكلم عنها من ناحية هندسية", "tokens": [7435, 3215, 11703, 33599, 25062, 32640, 3660, 13672, 1829, 8032, 1863, 44510, 10721, 9154, 43242, 11296, 16472, 5172, 2288, 4587, 49374, 31767, 5172, 2288, 34051, 9154, 2423, 3175, 472, 4032, 2423, 472, 6156, 3224, 24192, 39896, 12174, 32640, 3660, 2423, 9725, 6225, 8592, 7649, 8717, 9566, 1211, 3615, 24976, 5598, 28239, 3224, 16373, 1829, 6156, 6027, 7649, 13412, 2407, 10632, 5551, 9778, 3215, 8315, 27188, 4117, 25720, 9154, 8717, 39319, 10632, 2423, 14956, 4032, 47525, 10721, 8315, 8717, 2655, 4117, 19528, 18871, 11296, 9154, 8717, 39319, 10632, 8032, 41260, 3794, 10632], "avg_logprob": -0.18851902708411217, "compression_ratio": 1.6504854368932038, "no_speech_prob": 1.1324882507324219e-06, "words": [{"start": 1509.2, "end": 1509.68, "word": "جدّاش", "probability": 0.63861083984375}, {"start": 1509.68, "end": 1510.48, "word": " القيمة", "probability": 0.9554036458333334}, {"start": 1510.48, "end": 1510.8, "word": " اللي", "probability": 0.759033203125}, {"start": 1510.8, "end": 1511.42, "word": " هنبدأ", "probability": 0.885498046875}, {"start": 1511.42, "end": 1511.58, "word": " من", "probability": 0.947265625}, {"start": 1511.58, "end": 1511.96, "word": " عندها", "probability": 0.99267578125}, {"start": 1511.96, "end": 1512.56, "word": " انفرق", "probability": 0.9248046875}, {"start": 1512.56, "end": 1512.8, "word": " بين", "probability": 0.66552734375}, {"start": 1512.8, "end": 1513.22, "word": " الصفر", "probability": 0.8929036458333334}, {"start": 1513.22, "end": 1513.4, "word": " أو", "probability": 0.2264404296875}, {"start": 1513.4, "end": 1514.02, "word": " من", "probability": 0.8515625}, {"start": 1514.02, "end": 1514.16, "word": " ال", "probability": 0.82177734375}, {"start": 1514.16, "end": 1514.38, "word": " minus", "probability": 0.187255859375}, {"start": 1514.38, "end": 1514.64, "word": " one", "probability": 0.80615234375}, {"start": 1514.64, "end": 1514.78, "word": " و", "probability": 0.49658203125}, {"start": 1514.78, "end": 1514.84, "word": " ال", "probability": 0.95751953125}, {"start": 1514.84, "end": 1515.04, "word": " one", "probability": 0.95458984375}, {"start": 1515.04, "end": 1515.96, "word": " فهذه", "probability": 0.8133138020833334}, {"start": 1515.96, "end": 1516.24, "word": " هي", "probability": 0.7783203125}, {"start": 1516.24, "end": 1516.52, "word": " قيمة", "probability": 0.9947916666666666}, {"start": 1516.52, "end": 1516.64, "word": " ال", "probability": 0.68994140625}, {"start": 1516.64, "end": 1516.82, "word": " theta", "probability": 0.1937255859375}, {"start": 1516.82, "end": 1517.4, "word": " عشان", "probability": 0.9480794270833334}, {"start": 1517.4, "end": 1517.74, "word": " نطلع", "probability": 0.9041748046875}, {"start": 1517.74, "end": 1517.86, "word": " لل", "probability": 0.583984375}, {"start": 1517.86, "end": 1518.28, "word": " output", "probability": 0.98828125}, {"start": 1518.28, "end": 1519.1, "word": " النهائي", "probability": 0.973388671875}, {"start": 1519.1, "end": 1519.86, "word": " فالان", "probability": 0.8333333333333334}, {"start": 1519.86, "end": 1520.6, "word": " شوية", "probability": 0.8763020833333334}, {"start": 1520.6, "end": 1520.96, "word": " أخدنا", "probability": 0.9326171875}, {"start": 1520.96, "end": 1521.32, "word": " الفكرة", "probability": 0.9947916666666666}, {"start": 1521.32, "end": 1521.74, "word": " من", "probability": 0.99169921875}, {"start": 1521.74, "end": 1522.06, "word": " ناحية", "probability": 0.7874348958333334}, {"start": 1522.06, "end": 1522.16, "word": " ال", "probability": 0.888671875}, {"start": 1522.16, "end": 1522.52, "word": " biology", "probability": 0.369873046875}, {"start": 1522.52, "end": 1522.86, "word": " و", "probability": 0.892578125}, {"start": 1522.86, "end": 1523.18, "word": " بدأنا", "probability": 0.9578450520833334}, {"start": 1523.18, "end": 1523.6, "word": " نتكلم", "probability": 0.9832763671875}, {"start": 1523.6, "end": 1523.88, "word": " عنها", "probability": 0.99072265625}, {"start": 1523.88, "end": 1523.98, "word": " من", "probability": 0.986328125}, {"start": 1523.98, "end": 1524.94, "word": " ناحية", "probability": 0.9830729166666666}, {"start": 1524.94, "end": 1525.84, "word": " هندسية", "probability": 0.9625244140625}], "temperature": 1.0}, {"id": 67, "seek": 154484, "start": 1527.32, "end": 1544.84, "text": "نبدأ في ال perceptron ال perceptron الحقيقة رسنبلت perceptron هو كان مبني على model سابق او فكرة انه كيف عملنا عملية ال modeling هده و اللي كان عاملها McCulloch و Betts في model اشتغلوه ولكن هو ايجى طور و اشتغلوا عمل عملية", "tokens": [1863, 44510, 10721, 8978, 2423, 43276, 2044, 2423, 43276, 2044, 21542, 38436, 28671, 12602, 3794, 1863, 36150, 2655, 43276, 2044, 31439, 25961, 3714, 3555, 22653, 15844, 2316, 8608, 16758, 4587, 1975, 2407, 6156, 4117, 25720, 16472, 3224, 9122, 33911, 6225, 42213, 8315, 6225, 42213, 10632, 2423, 15983, 8032, 3215, 3224, 4032, 13672, 1829, 25961, 6225, 10943, 1211, 11296, 12061, 858, 8997, 4032, 6279, 1373, 8978, 2316, 1975, 8592, 2655, 17082, 1211, 2407, 3224, 35525, 19452, 31439, 1975, 1829, 7435, 7578, 23032, 13063, 4032, 1975, 8592, 2655, 17082, 1211, 14407, 6225, 42213, 6225, 42213, 10632], "avg_logprob": -0.2549341967231349, "compression_ratio": 1.688118811881188, "no_speech_prob": 7.152557373046875e-07, "words": [{"start": 1527.32, "end": 1527.78, "word": "نبدأ", "probability": 0.9117838541666666}, {"start": 1527.78, "end": 1527.88, "word": " في", "probability": 0.67529296875}, {"start": 1527.88, "end": 1527.96, "word": " ال", "probability": 0.96484375}, {"start": 1527.96, "end": 1528.46, "word": " perceptron", "probability": 0.6187744140625}, {"start": 1528.46, "end": 1528.8, "word": " ال", "probability": 0.3642578125}, {"start": 1528.8, "end": 1529.26, "word": " perceptron", "probability": 0.7178955078125}, {"start": 1529.26, "end": 1529.76, "word": " الحقيقة", "probability": 0.96630859375}, {"start": 1529.76, "end": 1530.68, "word": " رسنبلت", "probability": 0.456884765625}, {"start": 1530.68, "end": 1531.82, "word": " perceptron", "probability": 0.801513671875}, {"start": 1531.82, "end": 1531.98, "word": " هو", "probability": 0.85595703125}, {"start": 1531.98, "end": 1532.18, "word": " كان", "probability": 0.91357421875}, {"start": 1532.18, "end": 1532.5, "word": " مبني", "probability": 0.9778645833333334}, {"start": 1532.5, "end": 1532.76, "word": " على", "probability": 0.90185546875}, {"start": 1532.76, "end": 1533.42, "word": " model", "probability": 0.82666015625}, {"start": 1533.42, "end": 1534.1, "word": " سابق", "probability": 0.9827473958333334}, {"start": 1534.1, "end": 1534.36, "word": " او", "probability": 0.733642578125}, {"start": 1534.36, "end": 1535.08, "word": " فكرة", "probability": 0.98291015625}, {"start": 1535.08, "end": 1535.38, "word": " انه", "probability": 0.853759765625}, {"start": 1535.38, "end": 1535.54, "word": " كيف", "probability": 0.97900390625}, {"start": 1535.54, "end": 1535.94, "word": " عملنا", "probability": 0.9417317708333334}, {"start": 1535.94, "end": 1536.56, "word": " عملية", "probability": 0.9734700520833334}, {"start": 1536.56, "end": 1536.7, "word": " ال", "probability": 0.72509765625}, {"start": 1536.7, "end": 1537.0, "word": " modeling", "probability": 0.853515625}, {"start": 1537.0, "end": 1537.32, "word": " هده", "probability": 0.5050455729166666}, {"start": 1537.32, "end": 1537.38, "word": " و", "probability": 0.422607421875}, {"start": 1537.38, "end": 1537.48, "word": " اللي", "probability": 0.92431640625}, {"start": 1537.48, "end": 1537.62, "word": " كان", "probability": 0.9921875}, {"start": 1537.62, "end": 1538.0, "word": " عاملها", "probability": 0.9205322265625}, {"start": 1538.0, "end": 1539.12, "word": " McCulloch", "probability": 0.6226603190104166}, {"start": 1539.12, "end": 1539.62, "word": " و", "probability": 0.95361328125}, {"start": 1539.62, "end": 1540.72, "word": " Betts", "probability": 0.427001953125}, {"start": 1540.72, "end": 1541.04, "word": " في", "probability": 0.8232421875}, {"start": 1541.04, "end": 1541.38, "word": " model", "probability": 0.7080078125}, {"start": 1541.38, "end": 1542.04, "word": " اشتغلوه", "probability": 0.9192243303571429}, {"start": 1542.04, "end": 1542.6, "word": " ولكن", "probability": 0.78515625}, {"start": 1542.6, "end": 1542.76, "word": " هو", "probability": 0.97119140625}, {"start": 1542.76, "end": 1543.0, "word": " ايجى", "probability": 0.689453125}, {"start": 1543.0, "end": 1543.34, "word": " طور", "probability": 0.934814453125}, {"start": 1543.34, "end": 1543.52, "word": " و", "probability": 0.88818359375}, {"start": 1543.52, "end": 1543.86, "word": " اشتغلوا", "probability": 0.8749186197916666}, {"start": 1543.86, "end": 1544.1, "word": " عمل", "probability": 0.955322265625}, {"start": 1544.1, "end": 1544.84, "word": " عملية", "probability": 0.970703125}], "temperature": 1.0}, {"id": 68, "seek": 156985, "start": 1546.71, "end": 1569.85, "text": "الحسابات بتاعتها بحيث انه كيف ممكن اخلي هذا ال model يتدرب او يصير فعلا مناسب انه يعطي input يطلعلي output صحيح وكيف ادربه على انه يطلعلي ال output الصحيح واشتغل اذا كان والله المجموع فعلا تجاوز قيمة معينة threshold معينة فبسميه واحد فباسمه positive او اذا كان ماتجاوزهاش فبنسميه minus واحد اذا كانت ال summation negative", "tokens": [6027, 5016, 3794, 16758, 9307, 39894, 995, 34268, 11296, 4724, 5016, 1829, 12984, 16472, 3224, 9122, 33911, 3714, 43020, 1975, 9778, 20292, 23758, 2423, 2316, 7251, 2655, 3215, 25513, 1975, 2407, 7251, 9381, 13546, 6156, 3615, 15040, 3714, 8315, 35457, 16472, 3224, 37495, 9566, 1829, 4846, 7251, 9566, 1211, 3615, 20292, 5598, 20328, 5016, 1829, 5016, 4032, 4117, 33911, 1975, 3215, 25513, 3224, 15844, 16472, 3224, 7251, 9566, 1211, 3615, 20292, 2423, 5598, 31767, 5016, 1829, 5016, 4032, 33599, 2655, 17082, 1211, 1975, 15730, 25961, 16070, 43761, 9673, 7435, 2304, 45367, 6156, 3615, 15040, 6055, 7435, 995, 2407, 11622, 12174, 32640, 3660, 20449, 9957, 3660, 14678, 20449, 9957, 3660, 6156, 3555, 38251, 1829, 3224, 36764, 24401, 6156, 3555, 32277, 2304, 3224, 3353, 1975, 2407, 1975, 15730, 25961, 3714, 9307, 7435, 995, 2407, 11622, 3224, 33599, 6156, 3555, 1863, 38251, 1829, 3224, 3175, 36764, 24401, 1975, 15730, 25961, 2655, 2423, 28811, 3671], "avg_logprob": -0.13569079339504242, "compression_ratio": 1.8391608391608392, "no_speech_prob": 1.7881393432617188e-06, "words": [{"start": 1546.71, "end": 1547.51, "word": "الحسابات", "probability": 0.8908203125}, {"start": 1547.51, "end": 1547.81, "word": " بتاعتها", "probability": 0.978271484375}, {"start": 1547.81, "end": 1548.11, "word": " بحيث", "probability": 0.967529296875}, {"start": 1548.11, "end": 1548.29, "word": " انه", "probability": 0.63427734375}, {"start": 1548.29, "end": 1548.47, "word": " كيف", "probability": 0.980224609375}, {"start": 1548.47, "end": 1548.75, "word": " ممكن", "probability": 0.98779296875}, {"start": 1548.75, "end": 1549.17, "word": " اخلي", "probability": 0.7526041666666666}, {"start": 1549.17, "end": 1549.95, "word": " هذا", "probability": 0.509765625}, {"start": 1549.95, "end": 1550.41, "word": " ال", "probability": 0.87890625}, {"start": 1550.41, "end": 1550.63, "word": " model", "probability": 0.72607421875}, {"start": 1550.63, "end": 1551.25, "word": " يتدرب", "probability": 0.974853515625}, {"start": 1551.25, "end": 1551.51, "word": " او", "probability": 0.80419921875}, {"start": 1551.51, "end": 1551.79, "word": " يصير", "probability": 0.9835611979166666}, {"start": 1551.79, "end": 1552.09, "word": " فعلا", "probability": 0.9197591145833334}, {"start": 1552.09, "end": 1552.59, "word": " مناسب", "probability": 0.9552408854166666}, {"start": 1552.59, "end": 1552.79, "word": " انه", "probability": 0.908935546875}, {"start": 1552.79, "end": 1553.01, "word": " يعطي", "probability": 0.8701171875}, {"start": 1553.01, "end": 1553.23, "word": " input", "probability": 0.94677734375}, {"start": 1553.23, "end": 1553.69, "word": " يطلعلي", "probability": 0.772998046875}, {"start": 1553.69, "end": 1553.91, "word": " output", "probability": 0.990234375}, {"start": 1553.91, "end": 1554.43, "word": " صحيح", "probability": 0.9935302734375}, {"start": 1554.43, "end": 1555.11, "word": " وكيف", "probability": 0.8331705729166666}, {"start": 1555.11, "end": 1555.53, "word": " ادربه", "probability": 0.941650390625}, {"start": 1555.53, "end": 1555.71, "word": " على", "probability": 0.74755859375}, {"start": 1555.71, "end": 1556.29, "word": " انه", "probability": 0.77294921875}, {"start": 1556.29, "end": 1556.59, "word": " يطلعلي", "probability": 0.9599609375}, {"start": 1556.59, "end": 1556.65, "word": " ال", "probability": 0.6044921875}, {"start": 1556.65, "end": 1556.89, "word": " output", "probability": 0.97998046875}, {"start": 1556.89, "end": 1557.39, "word": " الصحيح", "probability": 0.9796142578125}, {"start": 1557.39, "end": 1558.51, "word": " واشتغل", "probability": 0.92216796875}, {"start": 1558.51, "end": 1558.67, "word": " اذا", "probability": 0.857177734375}, {"start": 1558.67, "end": 1558.85, "word": " كان", "probability": 0.97265625}, {"start": 1558.85, "end": 1559.03, "word": " والله", "probability": 0.7298583984375}, {"start": 1559.03, "end": 1559.49, "word": " المجموع", "probability": 0.97119140625}, {"start": 1559.49, "end": 1559.79, "word": " فعلا", "probability": 0.9659830729166666}, {"start": 1559.79, "end": 1560.23, "word": " تجاوز", "probability": 0.9455078125}, {"start": 1560.23, "end": 1560.53, "word": " قيمة", "probability": 0.98095703125}, {"start": 1560.53, "end": 1561.21, "word": " معينة", "probability": 0.9811197916666666}, {"start": 1561.21, "end": 1561.75, "word": " threshold", "probability": 0.397216796875}, {"start": 1561.75, "end": 1562.41, "word": " معينة", "probability": 0.9781901041666666}, {"start": 1562.41, "end": 1563.01, "word": " فبسميه", "probability": 0.9396484375}, {"start": 1563.01, "end": 1563.41, "word": " واحد", "probability": 0.8212890625}, {"start": 1563.41, "end": 1564.09, "word": " فباسمه", "probability": 0.816162109375}, {"start": 1564.09, "end": 1564.55, "word": " positive", "probability": 0.9248046875}, {"start": 1564.55, "end": 1565.09, "word": " او", "probability": 0.9638671875}, {"start": 1565.09, "end": 1565.49, "word": " اذا", "probability": 0.97119140625}, {"start": 1565.49, "end": 1565.67, "word": " كان", "probability": 0.96630859375}, {"start": 1565.67, "end": 1566.41, "word": " ماتجاوزهاش", "probability": 0.8323974609375}, {"start": 1566.41, "end": 1567.01, "word": " فبنسميه", "probability": 0.9270833333333334}, {"start": 1567.01, "end": 1567.23, "word": " minus", "probability": 0.384033203125}, {"start": 1567.23, "end": 1567.59, "word": " واحد", "probability": 0.762451171875}, {"start": 1567.59, "end": 1567.85, "word": " اذا", "probability": 0.94287109375}, {"start": 1567.85, "end": 1568.21, "word": " كانت", "probability": 0.9375}, {"start": 1568.21, "end": 1568.67, "word": " ال", "probability": 0.85009765625}, {"start": 1568.67, "end": 1569.07, "word": " summation", "probability": 0.6357421875}, {"start": 1569.07, "end": 1569.85, "word": " negative", "probability": 0.91455078125}], "temperature": 1.0}, {"id": 69, "seek": 160065, "start": 1572.39, "end": 1600.65, "text": "بشكل أساسي خلّينا نحاول نفهمها من خلال مثال لو قلنا أنه عندي X1 X2 ل Xn زي ما أحنا رسمين قدامنا و بكله بيدروح على هذا ال summation فهي من 1 to N بحيث أنه هنا صنف ليه يا A1 يا A2 فبقول A1 إذا كان الناتج positive و بقول A2 إذا كان الناتج negative بكل بساطة يعني", "tokens": [3555, 8592, 28820, 5551, 3794, 32277, 1829, 16490, 1211, 11703, 9957, 995, 8717, 5016, 995, 12610, 8717, 5172, 16095, 11296, 9154, 16490, 1211, 6027, 50113, 6027, 45164, 12174, 1211, 8315, 14739, 3224, 18871, 16254, 1783, 16, 1783, 17, 5296, 1783, 77, 30767, 1829, 19446, 5551, 5016, 8315, 12602, 38251, 9957, 12174, 3215, 10943, 8315, 4032, 4724, 28820, 3224, 4724, 25708, 32887, 5016, 15844, 23758, 2423, 28811, 6156, 3224, 1829, 9154, 502, 281, 426, 4724, 5016, 1829, 12984, 14739, 3224, 34105, 20328, 1863, 5172, 32239, 3224, 35186, 316, 16, 35186, 316, 17, 6156, 3555, 39648, 316, 16, 11933, 15730, 25961, 28239, 9307, 7435, 3353, 4032, 4724, 39648, 316, 17, 11933, 15730, 25961, 28239, 9307, 7435, 3671, 4724, 28820, 4724, 3794, 41193, 3660, 37495, 22653], "avg_logprob": -0.1818296410624058, "compression_ratio": 1.6521739130434783, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 1572.39, "end": 1572.81, "word": "بشكل", "probability": 0.96533203125}, {"start": 1572.81, "end": 1573.15, "word": " أساسي", "probability": 0.9637451171875}, {"start": 1573.15, "end": 1573.45, "word": " خلّينا", "probability": 0.7552734375}, {"start": 1573.45, "end": 1574.27, "word": " نحاول", "probability": 0.9796142578125}, {"start": 1574.27, "end": 1575.23, "word": " نفهمها", "probability": 0.9874267578125}, {"start": 1575.23, "end": 1575.85, "word": " من", "probability": 0.9892578125}, {"start": 1575.85, "end": 1576.35, "word": " خلال", "probability": 0.9954427083333334}, {"start": 1576.35, "end": 1578.11, "word": " مثال", "probability": 0.775634765625}, {"start": 1578.11, "end": 1578.43, "word": " لو", "probability": 0.86669921875}, {"start": 1578.43, "end": 1578.69, "word": " قلنا", "probability": 0.9241536458333334}, {"start": 1578.69, "end": 1578.89, "word": " أنه", "probability": 0.5870361328125}, {"start": 1578.89, "end": 1579.09, "word": " عندي", "probability": 0.654296875}, {"start": 1579.09, "end": 1579.47, "word": " X1", "probability": 0.565673828125}, {"start": 1579.47, "end": 1579.95, "word": " X2", "probability": 0.78369140625}, {"start": 1579.95, "end": 1580.39, "word": " ل", "probability": 0.8935546875}, {"start": 1580.39, "end": 1581.81, "word": " Xn", "probability": 0.6593017578125}, {"start": 1581.81, "end": 1582.27, "word": " زي", "probability": 0.955078125}, {"start": 1582.27, "end": 1582.37, "word": " ما", "probability": 0.9443359375}, {"start": 1582.37, "end": 1582.53, "word": " أحنا", "probability": 0.77783203125}, {"start": 1582.53, "end": 1583.03, "word": " رسمين", "probability": 0.9484049479166666}, {"start": 1583.03, "end": 1583.59, "word": " قدامنا", "probability": 0.922119140625}, {"start": 1583.59, "end": 1583.95, "word": " و", "probability": 0.481689453125}, {"start": 1583.95, "end": 1584.37, "word": " بكله", "probability": 0.6484375}, {"start": 1584.37, "end": 1584.71, "word": " بيدروح", "probability": 0.6715087890625}, {"start": 1584.71, "end": 1584.89, "word": " على", "probability": 0.91650390625}, {"start": 1584.89, "end": 1585.35, "word": " هذا", "probability": 0.904296875}, {"start": 1585.35, "end": 1585.45, "word": " ال", "probability": 0.86572265625}, {"start": 1585.45, "end": 1585.83, "word": " summation", "probability": 0.70849609375}, {"start": 1585.83, "end": 1587.05, "word": " فهي", "probability": 0.9532877604166666}, {"start": 1587.05, "end": 1587.21, "word": " من", "probability": 0.8681640625}, {"start": 1587.21, "end": 1587.59, "word": " 1", "probability": 0.50634765625}, {"start": 1587.59, "end": 1587.93, "word": " to", "probability": 0.74560546875}, {"start": 1587.93, "end": 1588.21, "word": " N", "probability": 0.791015625}, {"start": 1588.21, "end": 1589.21, "word": " بحيث", "probability": 0.9556884765625}, {"start": 1589.21, "end": 1589.41, "word": " أنه", "probability": 0.7919921875}, {"start": 1589.41, "end": 1589.55, "word": " هنا", "probability": 0.93701171875}, {"start": 1589.55, "end": 1590.09, "word": " صنف", "probability": 0.9010416666666666}, {"start": 1590.09, "end": 1591.69, "word": " ليه", "probability": 0.864990234375}, {"start": 1591.69, "end": 1592.03, "word": " يا", "probability": 0.29248046875}, {"start": 1592.03, "end": 1592.59, "word": " A1", "probability": 0.796875}, {"start": 1592.59, "end": 1592.89, "word": " يا", "probability": 0.89501953125}, {"start": 1592.89, "end": 1593.37, "word": " A2", "probability": 0.9921875}, {"start": 1593.37, "end": 1595.73, "word": " فبقول", "probability": 0.9052734375}, {"start": 1595.73, "end": 1596.21, "word": " A1", "probability": 0.919189453125}, {"start": 1596.21, "end": 1596.43, "word": " إذا", "probability": 0.950927734375}, {"start": 1596.43, "end": 1596.63, "word": " كان", "probability": 0.99365234375}, {"start": 1596.63, "end": 1597.01, "word": " الناتج", "probability": 0.8056640625}, {"start": 1597.01, "end": 1597.51, "word": " positive", "probability": 0.83740234375}, {"start": 1597.51, "end": 1597.93, "word": " و", "probability": 0.64306640625}, {"start": 1597.93, "end": 1598.15, "word": " بقول", "probability": 0.71142578125}, {"start": 1598.15, "end": 1598.53, "word": " A2", "probability": 0.9873046875}, {"start": 1598.53, "end": 1598.73, "word": " إذا", "probability": 0.98193359375}, {"start": 1598.73, "end": 1598.89, "word": " كان", "probability": 0.99267578125}, {"start": 1598.89, "end": 1599.25, "word": " الناتج", "probability": 0.92138671875}, {"start": 1599.25, "end": 1599.69, "word": " negative", "probability": 0.91650390625}, {"start": 1599.69, "end": 1600.07, "word": " بكل", "probability": 0.9560546875}, {"start": 1600.07, "end": 1600.45, "word": " بساطة", "probability": 0.9912109375}, {"start": 1600.45, "end": 1600.65, "word": " يعني", "probability": 0.90869140625}], "temperature": 1.0}, {"id": 70, "seek": 162408, "start": 1601.44, "end": 1624.08, "text": "فيش كتير إشكالية بعمل عملية ال summation و بنعمل عملية ال function و اللي هي hard limiter هنا بالمناسبة مش محتاجين أن نحكم فيها كتير مدام أنا بتكلم على ال perceptron تحديدا فبتكون بهذا .. بهذا الشكل مع فارق شغلة واحدة أنه ال three should عند وين بالظبط يعني إيش الحد الفاصل بين الصفر .. بين ال minus one و ال one", "tokens": [41185, 8592, 9122, 2655, 13546, 11933, 8592, 4117, 6027, 10632, 4724, 25957, 1211, 6225, 42213, 10632, 2423, 28811, 4032, 44945, 25957, 1211, 6225, 42213, 10632, 2423, 2445, 4032, 13672, 1829, 39896, 1152, 2364, 1681, 34105, 20666, 2304, 8315, 35457, 3660, 37893, 3714, 33753, 26108, 9957, 14739, 8717, 5016, 24793, 8978, 11296, 9122, 2655, 13546, 3714, 3215, 10943, 41850, 39894, 4117, 19528, 15844, 2423, 43276, 2044, 6055, 5016, 16254, 28259, 6156, 3555, 2655, 30544, 39627, 15730, 4386, 39627, 15730, 25124, 28820, 20449, 6156, 9640, 4587, 13412, 17082, 37977, 36764, 24401, 3660, 14739, 3224, 2423, 1045, 820, 43242, 4032, 9957, 20666, 19913, 3555, 9566, 37495, 22653, 11933, 1829, 8592, 21542, 3215, 27188, 33546, 1211, 49374, 31767, 5172, 2288, 4386, 49374, 2423, 3175, 472, 4032, 2423, 472], "avg_logprob": -0.17850000715255737, "compression_ratio": 1.750877192982456, "no_speech_prob": 5.960464477539062e-07, "words": [{"start": 1601.44, "end": 1601.74, "word": "فيش", "probability": 0.5411376953125}, {"start": 1601.74, "end": 1602.06, "word": " كتير", "probability": 0.9228515625}, {"start": 1602.06, "end": 1602.84, "word": " إشكالية", "probability": 0.927734375}, {"start": 1602.84, "end": 1603.38, "word": " بعمل", "probability": 0.8473307291666666}, {"start": 1603.38, "end": 1603.62, "word": " عملية", "probability": 0.9934895833333334}, {"start": 1603.62, "end": 1603.76, "word": " ال", "probability": 0.62451171875}, {"start": 1603.76, "end": 1604.1, "word": " summation", "probability": 0.245849609375}, {"start": 1604.1, "end": 1604.64, "word": " و", "probability": 0.57861328125}, {"start": 1604.64, "end": 1604.92, "word": " بنعمل", "probability": 0.9381510416666666}, {"start": 1604.92, "end": 1605.2, "word": " عملية", "probability": 0.98583984375}, {"start": 1605.2, "end": 1605.36, "word": " ال", "probability": 0.9697265625}, {"start": 1605.36, "end": 1605.72, "word": " function", "probability": 0.91357421875}, {"start": 1605.72, "end": 1605.88, "word": " و", "probability": 0.41455078125}, {"start": 1605.88, "end": 1605.96, "word": " اللي", "probability": 0.909423828125}, {"start": 1605.96, "end": 1606.12, "word": " هي", "probability": 0.64794921875}, {"start": 1606.12, "end": 1606.34, "word": " hard", "probability": 0.9130859375}, {"start": 1606.34, "end": 1606.68, "word": " limiter", "probability": 0.921630859375}, {"start": 1606.68, "end": 1606.88, "word": " هنا", "probability": 0.84033203125}, {"start": 1606.88, "end": 1607.68, "word": " بالمناسبة", "probability": 0.98837890625}, {"start": 1607.68, "end": 1608.06, "word": " مش", "probability": 0.9013671875}, {"start": 1608.06, "end": 1608.96, "word": " محتاجين", "probability": 0.85003662109375}, {"start": 1608.96, "end": 1609.74, "word": " أن", "probability": 0.366455078125}, {"start": 1609.74, "end": 1610.22, "word": " نحكم", "probability": 0.962890625}, {"start": 1610.22, "end": 1610.4, "word": " فيها", "probability": 0.970703125}, {"start": 1610.4, "end": 1610.6, "word": " كتير", "probability": 0.986328125}, {"start": 1610.6, "end": 1610.84, "word": " مدام", "probability": 0.7384440104166666}, {"start": 1610.84, "end": 1610.92, "word": " أنا", "probability": 0.6689453125}, {"start": 1610.92, "end": 1611.18, "word": " بتكلم", "probability": 0.8802083333333334}, {"start": 1611.18, "end": 1611.36, "word": " على", "probability": 0.79248046875}, {"start": 1611.36, "end": 1611.48, "word": " ال", "probability": 0.48779296875}, {"start": 1611.48, "end": 1611.98, "word": " perceptron", "probability": 0.74560546875}, {"start": 1611.98, "end": 1612.64, "word": " تحديدا", "probability": 0.8564453125}, {"start": 1612.64, "end": 1614.12, "word": " فبتكون", "probability": 0.8990478515625}, {"start": 1614.12, "end": 1614.54, "word": " بهذا", "probability": 0.966064453125}, {"start": 1614.54, "end": 1614.7, "word": " ..", "probability": 0.5849609375}, {"start": 1614.7, "end": 1615.16, "word": " بهذا", "probability": 0.979248046875}, {"start": 1615.16, "end": 1615.52, "word": " الشكل", "probability": 0.99169921875}, {"start": 1615.52, "end": 1615.9, "word": " مع", "probability": 0.96630859375}, {"start": 1615.9, "end": 1616.28, "word": " فارق", "probability": 0.9571940104166666}, {"start": 1616.28, "end": 1616.62, "word": " شغلة", "probability": 0.8063151041666666}, {"start": 1616.62, "end": 1617.0, "word": " واحدة", "probability": 0.97412109375}, {"start": 1617.0, "end": 1617.62, "word": " أنه", "probability": 0.6878662109375}, {"start": 1617.62, "end": 1618.56, "word": " ال", "probability": 0.86328125}, {"start": 1618.56, "end": 1618.78, "word": " three", "probability": 0.54638671875}, {"start": 1618.78, "end": 1619.06, "word": " should", "probability": 0.375732421875}, {"start": 1619.06, "end": 1619.34, "word": " عند", "probability": 0.9580078125}, {"start": 1619.34, "end": 1619.62, "word": " وين", "probability": 0.859619140625}, {"start": 1619.62, "end": 1620.16, "word": " بالظبط", "probability": 0.989990234375}, {"start": 1620.16, "end": 1620.88, "word": " يعني", "probability": 0.803466796875}, {"start": 1620.88, "end": 1621.08, "word": " إيش", "probability": 0.80859375}, {"start": 1621.08, "end": 1621.4, "word": " الحد", "probability": 0.958984375}, {"start": 1621.4, "end": 1621.9, "word": " الفاصل", "probability": 0.9890950520833334}, {"start": 1621.9, "end": 1622.12, "word": " بين", "probability": 0.96826171875}, {"start": 1622.12, "end": 1622.6, "word": " الصفر", "probability": 0.9376627604166666}, {"start": 1622.6, "end": 1622.82, "word": " ..", "probability": 0.57275390625}, {"start": 1622.82, "end": 1622.9, "word": " بين", "probability": 0.9033203125}, {"start": 1622.9, "end": 1623.04, "word": " ال", "probability": 0.966796875}, {"start": 1623.04, "end": 1623.26, "word": " minus", "probability": 0.77001953125}, {"start": 1623.26, "end": 1623.56, "word": " one", "probability": 0.91259765625}, {"start": 1623.56, "end": 1623.82, "word": " و", "probability": 0.78515625}, {"start": 1623.82, "end": 1623.9, "word": " ال", "probability": 0.97216796875}, {"start": 1623.9, "end": 1624.08, "word": " one", "probability": 0.95263671875}], "temperature": 1.0}, {"id": 71, "seek": 164903, "start": 1624.71, "end": 1649.03, "text": "فهذه ستكون عند قيمة ثيتا هنا هذه ستكون ثيتا تمام فعشان هيك أحيانا كتير في ال model بيحطولنا بهذا الشكل و بيكتبولنا ثيتا فبدأ أكون أعرف أن هذه اللي بتتحكملنا في قيمة ال three three short بحيث أنه يصبح في النهاية المعادلة الأساسية اللي هتفصل بين a1 و a2 و a1 و a2 بالمناسبة ممكن يكون محمد و عمر مثلا نقول", "tokens": [5172, 3224, 24192, 8608, 2655, 30544, 43242, 12174, 32640, 3660, 38637, 36081, 995, 34105, 8032, 8848, 3224, 8608, 2655, 30544, 38637, 36081, 995, 46811, 10943, 6156, 3615, 8592, 7649, 39896, 4117, 5551, 5016, 1829, 7649, 995, 9122, 2655, 13546, 8978, 2423, 2316, 4724, 1829, 5016, 9566, 12610, 8315, 39627, 15730, 25124, 28820, 4032, 4724, 1829, 4117, 2655, 3555, 12610, 8315, 38637, 36081, 995, 6156, 44510, 10721, 5551, 30544, 5551, 3615, 28480, 14739, 29538, 13672, 1829, 39894, 2655, 5016, 24793, 1211, 8315, 8978, 12174, 32640, 3660, 2423, 1045, 1045, 2099, 4724, 5016, 1829, 12984, 14739, 3224, 7251, 9381, 49628, 8978, 28239, 11296, 10632, 9673, 3615, 18513, 37977, 16247, 3794, 32277, 10632, 13672, 1829, 8032, 2655, 5172, 36520, 49374, 257, 16, 4032, 257, 17, 4032, 257, 16, 4032, 257, 17, 20666, 2304, 8315, 35457, 3660, 3714, 43020, 7251, 30544, 3714, 35571, 3215, 4032, 6225, 29973, 50113, 15040, 8717, 39648], "avg_logprob": -0.21568833794948217, "compression_ratio": 1.8763636363636365, "no_speech_prob": 1.0728836059570312e-06, "words": [{"start": 1624.71, "end": 1625.13, "word": "فهذه", "probability": 0.7410481770833334}, {"start": 1625.13, "end": 1625.49, "word": " ستكون", "probability": 0.8600260416666666}, {"start": 1625.49, "end": 1625.69, "word": " عند", "probability": 0.7861328125}, {"start": 1625.69, "end": 1626.27, "word": " قيمة", "probability": 0.98681640625}, {"start": 1626.27, "end": 1627.53, "word": " ثيتا", "probability": 0.65283203125}, {"start": 1627.53, "end": 1627.79, "word": " هنا", "probability": 0.67578125}, {"start": 1627.79, "end": 1628.39, "word": " هذه", "probability": 0.537841796875}, {"start": 1628.39, "end": 1628.69, "word": " ستكون", "probability": 0.9376627604166666}, {"start": 1628.69, "end": 1629.21, "word": " ثيتا", "probability": 0.90869140625}, {"start": 1629.21, "end": 1629.83, "word": " تمام", "probability": 0.84228515625}, {"start": 1629.83, "end": 1630.33, "word": " فعشان", "probability": 0.803466796875}, {"start": 1630.33, "end": 1630.47, "word": " هيك", "probability": 0.609375}, {"start": 1630.47, "end": 1630.71, "word": " أحيانا", "probability": 0.86953125}, {"start": 1630.71, "end": 1630.95, "word": " كتير", "probability": 0.7890625}, {"start": 1630.95, "end": 1631.05, "word": " في", "probability": 0.88037109375}, {"start": 1631.05, "end": 1631.13, "word": " ال", "probability": 0.4111328125}, {"start": 1631.13, "end": 1631.31, "word": " model", "probability": 0.452880859375}, {"start": 1631.31, "end": 1631.79, "word": " بيحطولنا", "probability": 0.85107421875}, {"start": 1631.79, "end": 1632.05, "word": " بهذا", "probability": 0.840576171875}, {"start": 1632.05, "end": 1632.33, "word": " الشكل", "probability": 0.98876953125}, {"start": 1632.33, "end": 1632.45, "word": " و", "probability": 0.46435546875}, {"start": 1632.45, "end": 1632.99, "word": " بيكتبولنا", "probability": 0.8693498883928571}, {"start": 1632.99, "end": 1633.83, "word": " ثيتا", "probability": 0.8575846354166666}, {"start": 1633.83, "end": 1634.33, "word": " فبدأ", "probability": 0.6885986328125}, {"start": 1634.33, "end": 1634.45, "word": " أكون", "probability": 0.6517333984375}, {"start": 1634.45, "end": 1634.75, "word": " أعرف", "probability": 0.84033203125}, {"start": 1634.75, "end": 1634.93, "word": " أن", "probability": 0.61279296875}, {"start": 1634.93, "end": 1635.25, "word": " هذه", "probability": 0.783203125}, {"start": 1635.25, "end": 1635.43, "word": " اللي", "probability": 0.786376953125}, {"start": 1635.43, "end": 1636.11, "word": " بتتحكملنا", "probability": 0.8841145833333334}, {"start": 1636.11, "end": 1636.29, "word": " في", "probability": 0.9375}, {"start": 1636.29, "end": 1636.91, "word": " قيمة", "probability": 0.9871419270833334}, {"start": 1636.91, "end": 1637.05, "word": " ال", "probability": 0.88134765625}, {"start": 1637.05, "end": 1637.23, "word": " three", "probability": 0.728515625}, {"start": 1637.23, "end": 1638.41, "word": " three", "probability": 0.32470703125}, {"start": 1638.41, "end": 1638.65, "word": " short", "probability": 0.25048828125}, {"start": 1638.65, "end": 1639.03, "word": " بحيث", "probability": 0.9422607421875}, {"start": 1639.03, "end": 1639.21, "word": " أنه", "probability": 0.85888671875}, {"start": 1639.21, "end": 1639.61, "word": " يصبح", "probability": 0.9949544270833334}, {"start": 1639.61, "end": 1640.15, "word": " في", "probability": 0.97412109375}, {"start": 1640.15, "end": 1640.41, "word": " النهاية", "probability": 0.9220377604166666}, {"start": 1640.41, "end": 1640.85, "word": " المعادلة", "probability": 0.9771728515625}, {"start": 1640.85, "end": 1641.49, "word": " الأساسية", "probability": 0.9844970703125}, {"start": 1641.49, "end": 1642.03, "word": " اللي", "probability": 0.8916015625}, {"start": 1642.03, "end": 1643.25, "word": " هتفصل", "probability": 0.8348388671875}, {"start": 1643.25, "end": 1643.93, "word": " بين", "probability": 0.8466796875}, {"start": 1643.93, "end": 1644.41, "word": " a1", "probability": 0.6356201171875}, {"start": 1644.41, "end": 1644.57, "word": " و", "probability": 0.90283203125}, {"start": 1644.57, "end": 1644.99, "word": " a2", "probability": 0.961669921875}, {"start": 1644.99, "end": 1645.17, "word": " و", "probability": 0.9287109375}, {"start": 1645.17, "end": 1645.49, "word": " a1", "probability": 0.970703125}, {"start": 1645.49, "end": 1645.61, "word": " و", "probability": 0.9931640625}, {"start": 1645.61, "end": 1645.83, "word": " a2", "probability": 0.98974609375}, {"start": 1645.83, "end": 1646.35, "word": " بالمناسبة", "probability": 0.9068359375}, {"start": 1646.35, "end": 1646.65, "word": " ممكن", "probability": 0.790283203125}, {"start": 1646.65, "end": 1646.87, "word": " يكون", "probability": 0.989501953125}, {"start": 1646.87, "end": 1647.25, "word": " محمد", "probability": 0.9210611979166666}, {"start": 1647.25, "end": 1647.35, "word": " و", "probability": 0.9814453125}, {"start": 1647.35, "end": 1647.51, "word": " عمر", "probability": 0.886962890625}, {"start": 1647.51, "end": 1647.91, "word": " مثلا", "probability": 0.97265625}, {"start": 1647.91, "end": 1649.03, "word": " نقول", "probability": 0.694580078125}], "temperature": 1.0}, {"id": 72, "seek": 167028, "start": 1650.2, "end": 1670.28, "text": "جلبنا صورتين وهذه الصورتين هدولة بدنا ندخلهم هنا ك input بدنا نصنف الصورة هدى لامحمد ولا لعمر بس بدنا نقول هدى لامحمد او لعمر فممكن تنعمل بهذا الشكل وهى linear فال summation صارت wi في weight i minus theta وهدى هى اللى بتحكملنا إذا كانت صفر معناته", "tokens": [7435, 46152, 8315, 20328, 13063, 2655, 9957, 37037, 24192, 31767, 13063, 2655, 9957, 8032, 3215, 12610, 3660, 47525, 8315, 8717, 3215, 9778, 1211, 16095, 34105, 9122, 4846, 47525, 8315, 8717, 9381, 1863, 5172, 31767, 13063, 3660, 8032, 3215, 7578, 5296, 10943, 35571, 3215, 49429, 5296, 25957, 2288, 4724, 3794, 47525, 8315, 8717, 39648, 8032, 3215, 7578, 5296, 10943, 35571, 3215, 1975, 2407, 5296, 25957, 2288, 6156, 2304, 43020, 6055, 1863, 25957, 1211, 39627, 15730, 25124, 28820, 37037, 7578, 8213, 6156, 6027, 28811, 20328, 9640, 2655, 26393, 8978, 3364, 741, 3175, 9725, 37037, 3215, 7578, 8032, 7578, 13672, 7578, 39894, 5016, 24793, 1211, 8315, 11933, 15730, 25961, 2655, 20328, 5172, 2288, 20449, 8315, 47395], "avg_logprob": -0.292489044498979, "compression_ratio": 1.7404255319148936, "no_speech_prob": 1.7881393432617188e-07, "words": [{"start": 1650.2, "end": 1650.96, "word": "جلبنا", "probability": 0.41583251953125}, {"start": 1650.96, "end": 1651.46, "word": " صورتين", "probability": 0.949951171875}, {"start": 1651.46, "end": 1652.06, "word": " وهذه", "probability": 0.3291015625}, {"start": 1652.06, "end": 1652.36, "word": " الصورتين", "probability": 0.8656005859375}, {"start": 1652.36, "end": 1652.62, "word": " هدولة", "probability": 0.551605224609375}, {"start": 1652.62, "end": 1652.76, "word": " بدنا", "probability": 0.6856689453125}, {"start": 1652.76, "end": 1653.24, "word": " ندخلهم", "probability": 0.83564453125}, {"start": 1653.24, "end": 1653.52, "word": " هنا", "probability": 0.9384765625}, {"start": 1653.52, "end": 1654.02, "word": " ك", "probability": 0.91552734375}, {"start": 1654.02, "end": 1654.32, "word": " input", "probability": 0.6591796875}, {"start": 1654.32, "end": 1655.58, "word": " بدنا", "probability": 0.747314453125}, {"start": 1655.58, "end": 1655.96, "word": " نصنف", "probability": 0.96533203125}, {"start": 1655.96, "end": 1656.28, "word": " الصورة", "probability": 0.9638671875}, {"start": 1656.28, "end": 1656.46, "word": " هدى", "probability": 0.6433919270833334}, {"start": 1656.46, "end": 1656.82, "word": " لامحمد", "probability": 0.73358154296875}, {"start": 1656.82, "end": 1656.96, "word": " ولا", "probability": 0.5283203125}, {"start": 1656.96, "end": 1657.34, "word": " لعمر", "probability": 0.8802083333333334}, {"start": 1657.34, "end": 1657.74, "word": " بس", "probability": 0.872802734375}, {"start": 1657.74, "end": 1658.36, "word": " بدنا", "probability": 0.902587890625}, {"start": 1658.36, "end": 1658.52, "word": " نقول", "probability": 0.990966796875}, {"start": 1658.52, "end": 1658.72, "word": " هدى", "probability": 0.9148763020833334}, {"start": 1658.72, "end": 1659.32, "word": " لامحمد", "probability": 0.9478759765625}, {"start": 1659.32, "end": 1659.7, "word": " او", "probability": 0.7216796875}, {"start": 1659.7, "end": 1660.26, "word": " لعمر", "probability": 0.9578450520833334}, {"start": 1660.26, "end": 1660.62, "word": " فممكن", "probability": 0.9581705729166666}, {"start": 1660.62, "end": 1661.02, "word": " تنعمل", "probability": 0.7781982421875}, {"start": 1661.02, "end": 1661.4, "word": " بهذا", "probability": 0.8798828125}, {"start": 1661.4, "end": 1662.06, "word": " الشكل", "probability": 0.970458984375}, {"start": 1662.06, "end": 1662.26, "word": " وهى", "probability": 0.39239501953125}, {"start": 1662.26, "end": 1662.64, "word": " linear", "probability": 0.64990234375}, {"start": 1662.64, "end": 1663.34, "word": " فال", "probability": 0.739501953125}, {"start": 1663.34, "end": 1663.64, "word": " summation", "probability": 0.7861328125}, {"start": 1663.64, "end": 1664.1, "word": " صارت", "probability": 0.9137369791666666}, {"start": 1664.1, "end": 1664.74, "word": " wi", "probability": 0.2220458984375}, {"start": 1664.74, "end": 1665.2, "word": " في", "probability": 0.77880859375}, {"start": 1665.2, "end": 1665.54, "word": " weight", "probability": 0.9248046875}, {"start": 1665.54, "end": 1665.98, "word": " i", "probability": 0.4052734375}, {"start": 1665.98, "end": 1666.74, "word": " minus", "probability": 0.6376953125}, {"start": 1666.74, "end": 1667.42, "word": " theta", "probability": 0.515625}, {"start": 1667.42, "end": 1668.18, "word": " وهدى", "probability": 0.6851399739583334}, {"start": 1668.18, "end": 1668.28, "word": " هى", "probability": 0.8701171875}, {"start": 1668.28, "end": 1668.32, "word": " اللى", "probability": 0.985107421875}, {"start": 1668.32, "end": 1668.9, "word": " بتحكملنا", "probability": 0.94375}, {"start": 1668.9, "end": 1669.26, "word": " إذا", "probability": 0.703857421875}, {"start": 1669.26, "end": 1669.52, "word": " كانت", "probability": 0.963134765625}, {"start": 1669.52, "end": 1669.82, "word": " صفر", "probability": 0.9744466145833334}, {"start": 1669.82, "end": 1670.28, "word": " معناته", "probability": 0.9392903645833334}], "temperature": 1.0}, {"id": 73, "seek": 170027, "start": 1671.13, "end": 1700.27, "text": "هتكون ال three short عند ال zero واحد فبتصير عند ال واحد اتنين عند ال اتنين و هكذا فهذا ال كمعادلة هي معادلة ال boundary او separation نعم اللي عملتي ال separation بين ا واحد و اتنين ا واحد و اتنين لما أحطهم for example أخدنا اتنين بس عشان تكون أكثر وضوحا لو أخدنا x واحد و x اتنين يعني أنا بشتغل في domain عبارة عن two dimension two dimension و بدي أصنف a واحد و a اتنين ف", "tokens": [3224, 2655, 30544, 2423, 1045, 2099, 43242, 2423, 4018, 36764, 24401, 6156, 3555, 2655, 9381, 13546, 43242, 2423, 36764, 24401, 1975, 2655, 1863, 9957, 43242, 2423, 1975, 2655, 1863, 9957, 4032, 8032, 4117, 15730, 6156, 3224, 15730, 2423, 9122, 2304, 3615, 18513, 37977, 39896, 20449, 18513, 37977, 2423, 12866, 1975, 2407, 14634, 8717, 25957, 13672, 1829, 6225, 42213, 31371, 2423, 14634, 49374, 1975, 36764, 24401, 4032, 1975, 2655, 1863, 9957, 1975, 36764, 24401, 4032, 1975, 2655, 1863, 9957, 5296, 15042, 5551, 5016, 9566, 16095, 337, 1365, 5551, 9778, 3215, 8315, 1975, 2655, 1863, 9957, 4724, 3794, 6225, 8592, 7649, 6055, 30544, 5551, 4117, 49115, 4032, 11242, 2407, 5016, 995, 45164, 5551, 9778, 3215, 8315, 2031, 36764, 24401, 4032, 2031, 1975, 2655, 1863, 9957, 37495, 22653, 41850, 4724, 8592, 2655, 17082, 1211, 8978, 9274, 6225, 3555, 9640, 3660, 18871, 732, 10139, 732, 10139, 4032, 4724, 16254, 5551, 9381, 1863, 5172, 257, 36764, 24401, 4032, 257, 1975, 2655, 1863, 9957, 6156], "avg_logprob": -0.17978515299037098, "compression_ratio": 2.013840830449827, "no_speech_prob": 1.1920928955078125e-06, "words": [{"start": 1671.13, "end": 1671.71, "word": "هتكون", "probability": 0.6649169921875}, {"start": 1671.71, "end": 1672.19, "word": " ال", "probability": 0.923828125}, {"start": 1672.19, "end": 1672.89, "word": " three", "probability": 0.390380859375}, {"start": 1672.89, "end": 1673.11, "word": " short", "probability": 0.41552734375}, {"start": 1673.11, "end": 1673.27, "word": " عند", "probability": 0.8212890625}, {"start": 1673.27, "end": 1673.39, "word": " ال", "probability": 0.7509765625}, {"start": 1673.39, "end": 1673.61, "word": " zero", "probability": 0.60693359375}, {"start": 1673.61, "end": 1674.45, "word": " واحد", "probability": 0.88037109375}, {"start": 1674.45, "end": 1674.85, "word": " فبتصير", "probability": 0.887109375}, {"start": 1674.85, "end": 1674.97, "word": " عند", "probability": 0.96875}, {"start": 1674.97, "end": 1675.09, "word": " ال", "probability": 0.96484375}, {"start": 1675.09, "end": 1675.23, "word": " واحد", "probability": 0.949951171875}, {"start": 1675.23, "end": 1675.43, "word": " اتنين", "probability": 0.83441162109375}, {"start": 1675.43, "end": 1675.59, "word": " عند", "probability": 0.9462890625}, {"start": 1675.59, "end": 1675.75, "word": " ال", "probability": 0.732421875}, {"start": 1675.75, "end": 1675.93, "word": " اتنين", "probability": 0.926513671875}, {"start": 1675.93, "end": 1676.03, "word": " و", "probability": 0.546875}, {"start": 1676.03, "end": 1676.39, "word": " هكذا", "probability": 0.8408203125}, {"start": 1676.39, "end": 1677.17, "word": " فهذا", "probability": 0.798828125}, {"start": 1677.17, "end": 1677.69, "word": " ال", "probability": 0.611328125}, {"start": 1677.69, "end": 1679.07, "word": " كمعادلة", "probability": 0.87548828125}, {"start": 1679.07, "end": 1679.35, "word": " هي", "probability": 0.91064453125}, {"start": 1679.35, "end": 1679.99, "word": " معادلة", "probability": 0.96875}, {"start": 1679.99, "end": 1680.33, "word": " ال", "probability": 0.92236328125}, {"start": 1680.33, "end": 1680.79, "word": " boundary", "probability": 0.93408203125}, {"start": 1680.79, "end": 1681.71, "word": " او", "probability": 0.825927734375}, {"start": 1681.71, "end": 1682.55, "word": " separation", "probability": 0.75}, {"start": 1682.55, "end": 1682.97, "word": " نعم", "probability": 0.873291015625}, {"start": 1682.97, "end": 1683.09, "word": " اللي", "probability": 0.5782470703125}, {"start": 1683.09, "end": 1683.29, "word": " عملتي", "probability": 0.84130859375}, {"start": 1683.29, "end": 1683.41, "word": " ال", "probability": 0.91845703125}, {"start": 1683.41, "end": 1683.77, "word": " separation", "probability": 0.95556640625}, {"start": 1683.77, "end": 1684.01, "word": " بين", "probability": 0.5732421875}, {"start": 1684.01, "end": 1684.49, "word": " ا", "probability": 0.310302734375}, {"start": 1684.49, "end": 1685.03, "word": " واحد", "probability": 0.859130859375}, {"start": 1685.03, "end": 1685.39, "word": " و", "probability": 0.77880859375}, {"start": 1685.39, "end": 1685.87, "word": " اتنين", "probability": 0.985107421875}, {"start": 1685.87, "end": 1686.21, "word": " ا", "probability": 0.88623046875}, {"start": 1686.21, "end": 1686.41, "word": " واحد", "probability": 0.962890625}, {"start": 1686.41, "end": 1686.49, "word": " و", "probability": 0.9072265625}, {"start": 1686.49, "end": 1686.83, "word": " اتنين", "probability": 0.98828125}, {"start": 1686.83, "end": 1687.31, "word": " لما", "probability": 0.958251953125}, {"start": 1687.31, "end": 1687.83, "word": " أحطهم", "probability": 0.718475341796875}, {"start": 1687.83, "end": 1688.37, "word": " for", "probability": 0.89111328125}, {"start": 1688.37, "end": 1688.77, "word": " example", "probability": 0.96923828125}, {"start": 1688.77, "end": 1689.51, "word": " أخدنا", "probability": 0.970947265625}, {"start": 1689.51, "end": 1690.11, "word": " اتنين", "probability": 0.9852294921875}, {"start": 1690.11, "end": 1690.55, "word": " بس", "probability": 0.97998046875}, {"start": 1690.55, "end": 1691.23, "word": " عشان", "probability": 0.986328125}, {"start": 1691.23, "end": 1691.47, "word": " تكون", "probability": 0.93603515625}, {"start": 1691.47, "end": 1691.85, "word": " أكثر", "probability": 0.7654622395833334}, {"start": 1691.85, "end": 1692.31, "word": " وضوحا", "probability": 0.95380859375}, {"start": 1692.31, "end": 1692.67, "word": " لو", "probability": 0.8662109375}, {"start": 1692.67, "end": 1692.95, "word": " أخدنا", "probability": 0.972900390625}, {"start": 1692.95, "end": 1693.13, "word": " x", "probability": 0.51611328125}, {"start": 1693.13, "end": 1693.49, "word": " واحد", "probability": 0.956298828125}, {"start": 1693.49, "end": 1693.61, "word": " و", "probability": 0.98291015625}, {"start": 1693.61, "end": 1693.75, "word": " x", "probability": 0.794921875}, {"start": 1693.75, "end": 1694.03, "word": " اتنين", "probability": 0.9619140625}, {"start": 1694.03, "end": 1694.25, "word": " يعني", "probability": 0.96875}, {"start": 1694.25, "end": 1694.39, "word": " أنا", "probability": 0.7822265625}, {"start": 1694.39, "end": 1694.67, "word": " بشتغل", "probability": 0.9732421875}, {"start": 1694.67, "end": 1694.77, "word": " في", "probability": 0.8759765625}, {"start": 1694.77, "end": 1695.15, "word": " domain", "probability": 0.83544921875}, {"start": 1695.15, "end": 1695.79, "word": " عبارة", "probability": 0.882568359375}, {"start": 1695.79, "end": 1695.97, "word": " عن", "probability": 0.970703125}, {"start": 1695.97, "end": 1696.17, "word": " two", "probability": 0.89892578125}, {"start": 1696.17, "end": 1696.81, "word": " dimension", "probability": 0.66259765625}, {"start": 1696.81, "end": 1697.27, "word": " two", "probability": 0.591796875}, {"start": 1697.27, "end": 1697.65, "word": " dimension", "probability": 0.9189453125}, {"start": 1697.65, "end": 1697.79, "word": " و", "probability": 0.344970703125}, {"start": 1697.79, "end": 1697.97, "word": " بدي", "probability": 0.6455078125}, {"start": 1697.97, "end": 1698.65, "word": " أصنف", "probability": 0.919921875}, {"start": 1698.65, "end": 1698.85, "word": " a", "probability": 0.73779296875}, {"start": 1698.85, "end": 1699.17, "word": " واحد", "probability": 0.974609375}, {"start": 1699.17, "end": 1699.27, "word": " و", "probability": 0.92919921875}, {"start": 1699.27, "end": 1699.43, "word": " a", "probability": 0.93798828125}, {"start": 1699.43, "end": 1699.67, "word": " اتنين", "probability": 0.931396484375}, {"start": 1699.67, "end": 1700.27, "word": " ف", "probability": 0.9443359375}], "temperature": 1.0}, {"id": 74, "seek": 172343, "start": 1700.95, "end": 1723.43, "text": "هي X1 وهي X2 كأنه بالنسبالي المعادلة هذه لو رسمناها هيطلع رسمها بهذا الشكل هي اللي بتجسملنا A1 عن A2 A1 عن A2 فبتصبح بشكل واضح جدا ان كل اللي تحت الخط بمعنى negative هو A2 عمر مثلا", "tokens": [3224, 1829, 1783, 16, 37037, 1829, 1783, 17, 9122, 33456, 3224, 20666, 1863, 35457, 6027, 1829, 9673, 3615, 18513, 37977, 29538, 45164, 12602, 38251, 8315, 11296, 39896, 9566, 1211, 3615, 12602, 38251, 11296, 39627, 15730, 25124, 28820, 39896, 13672, 1829, 39894, 7435, 38251, 1211, 8315, 316, 16, 18871, 316, 17, 316, 16, 18871, 316, 17, 6156, 3555, 2655, 9381, 49628, 4724, 8592, 28820, 4032, 46958, 5016, 10874, 28259, 16472, 28242, 13672, 1829, 6055, 33753, 33962, 9566, 4724, 2304, 3615, 1863, 7578, 3671, 31439, 316, 17, 6225, 29973, 50113, 15040], "avg_logprob": -0.10807291484541363, "compression_ratio": 1.627027027027027, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 1700.95, "end": 1701.31, "word": "هي", "probability": 0.5657958984375}, {"start": 1701.31, "end": 1701.97, "word": " X1", "probability": 0.681396484375}, {"start": 1701.97, "end": 1702.81, "word": " وهي", "probability": 0.8662109375}, {"start": 1702.81, "end": 1704.25, "word": " X2", "probability": 0.993896484375}, {"start": 1704.25, "end": 1705.17, "word": " كأنه", "probability": 0.8958333333333334}, {"start": 1705.17, "end": 1705.95, "word": " بالنسبالي", "probability": 0.98818359375}, {"start": 1705.95, "end": 1706.85, "word": " المعادلة", "probability": 0.9801025390625}, {"start": 1706.85, "end": 1707.29, "word": " هذه", "probability": 0.78662109375}, {"start": 1707.29, "end": 1707.61, "word": " لو", "probability": 0.84033203125}, {"start": 1707.61, "end": 1708.21, "word": " رسمناها", "probability": 0.9742431640625}, {"start": 1708.21, "end": 1708.57, "word": " هيطلع", "probability": 0.90283203125}, {"start": 1708.57, "end": 1708.89, "word": " رسمها", "probability": 0.9485677083333334}, {"start": 1708.89, "end": 1709.09, "word": " بهذا", "probability": 0.9716796875}, {"start": 1709.09, "end": 1709.43, "word": " الشكل", "probability": 0.992919921875}, {"start": 1709.43, "end": 1709.81, "word": " هي", "probability": 0.89990234375}, {"start": 1709.81, "end": 1709.97, "word": " اللي", "probability": 0.94677734375}, {"start": 1709.97, "end": 1710.73, "word": " بتجسملنا", "probability": 0.79453125}, {"start": 1710.73, "end": 1711.53, "word": " A1", "probability": 0.748046875}, {"start": 1711.53, "end": 1711.83, "word": " عن", "probability": 0.83984375}, {"start": 1711.83, "end": 1712.37, "word": " A2", "probability": 0.989501953125}, {"start": 1712.37, "end": 1713.99, "word": " A1", "probability": 0.6693115234375}, {"start": 1713.99, "end": 1714.19, "word": " عن", "probability": 0.85400390625}, {"start": 1714.19, "end": 1714.57, "word": " A2", "probability": 0.99365234375}, {"start": 1714.57, "end": 1715.43, "word": " فبتصبح", "probability": 0.9599609375}, {"start": 1715.43, "end": 1717.23, "word": " بشكل", "probability": 0.9900716145833334}, {"start": 1717.23, "end": 1717.99, "word": " واضح", "probability": 0.97509765625}, {"start": 1717.99, "end": 1718.39, "word": " جدا", "probability": 0.993896484375}, {"start": 1718.39, "end": 1718.67, "word": " ان", "probability": 0.487060546875}, {"start": 1718.67, "end": 1719.03, "word": " كل", "probability": 0.8583984375}, {"start": 1719.03, "end": 1719.19, "word": " اللي", "probability": 0.97412109375}, {"start": 1719.19, "end": 1719.47, "word": " تحت", "probability": 0.99560546875}, {"start": 1719.47, "end": 1720.01, "word": " الخط", "probability": 0.98828125}, {"start": 1720.01, "end": 1720.73, "word": " بمعنى", "probability": 0.9515625}, {"start": 1720.73, "end": 1721.35, "word": " negative", "probability": 0.78955078125}, {"start": 1721.35, "end": 1721.73, "word": " هو", "probability": 0.98291015625}, {"start": 1721.73, "end": 1722.31, "word": " A2", "probability": 0.98583984375}, {"start": 1722.31, "end": 1723.01, "word": " عمر", "probability": 0.900146484375}, {"start": 1723.01, "end": 1723.43, "word": " مثلا", "probability": 0.995361328125}], "temperature": 1.0}, {"id": 75, "seek": 174432, "start": 1724.62, "end": 1744.32, "text": "و كل اللي فوق الخط positive فهو E1 مثلا تمام جيد جدا وهي شكلها إذا كنا .. هاي نفس اللي رسمناها إذا كنا بنتكلم عن two dimension بمعنى أنه عدد ال inputs هما اتنين فقط فمعنى ذلك هكون X1 X2 هنشتغل بهذا الشكل", "tokens": [2407, 28242, 13672, 1829, 6156, 30543, 33962, 9566, 3353, 6156, 3224, 2407, 462, 16, 50113, 15040, 46811, 10943, 10874, 25708, 10874, 28259, 37037, 1829, 13412, 28820, 11296, 11933, 15730, 9122, 8315, 4386, 8032, 47302, 8717, 36178, 13672, 1829, 12602, 38251, 8315, 11296, 11933, 15730, 9122, 8315, 44945, 2655, 4117, 19528, 18871, 732, 10139, 4724, 2304, 3615, 1863, 7578, 14739, 3224, 6225, 3215, 3215, 2423, 15743, 8032, 15042, 1975, 2655, 1863, 9957, 6156, 47432, 6156, 2304, 3615, 1863, 7578, 29910, 23275, 8032, 30544, 1783, 16, 1783, 17, 8032, 1863, 8592, 2655, 17082, 1211, 39627, 15730, 25124, 28820], "avg_logprob": -0.14312177343466848, "compression_ratio": 1.5137614678899083, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1724.62, "end": 1724.8, "word": "و", "probability": 0.88818359375}, {"start": 1724.8, "end": 1725.04, "word": " كل", "probability": 0.51953125}, {"start": 1725.04, "end": 1725.2, "word": " اللي", "probability": 0.87744140625}, {"start": 1725.2, "end": 1725.44, "word": " فوق", "probability": 0.989013671875}, {"start": 1725.44, "end": 1725.94, "word": " الخط", "probability": 0.978515625}, {"start": 1725.94, "end": 1726.66, "word": " positive", "probability": 0.748046875}, {"start": 1726.66, "end": 1728.14, "word": " فهو", "probability": 0.9708658854166666}, {"start": 1728.14, "end": 1728.9, "word": " E1", "probability": 0.6141357421875}, {"start": 1728.9, "end": 1729.54, "word": " مثلا", "probability": 0.903564453125}, {"start": 1729.54, "end": 1730.58, "word": " تمام", "probability": 0.923583984375}, {"start": 1730.58, "end": 1731.66, "word": " جيد", "probability": 0.805908203125}, {"start": 1731.66, "end": 1732.88, "word": " جدا", "probability": 0.929443359375}, {"start": 1732.88, "end": 1733.34, "word": " وهي", "probability": 0.520263671875}, {"start": 1733.34, "end": 1734.0, "word": " شكلها", "probability": 0.9664713541666666}, {"start": 1734.0, "end": 1734.28, "word": " إذا", "probability": 0.75048828125}, {"start": 1734.28, "end": 1734.54, "word": " كنا", "probability": 0.993408203125}, {"start": 1734.54, "end": 1734.68, "word": " ..", "probability": 0.49951171875}, {"start": 1734.68, "end": 1734.84, "word": " هاي", "probability": 0.658203125}, {"start": 1734.84, "end": 1735.24, "word": " نفس", "probability": 0.9931640625}, {"start": 1735.24, "end": 1735.42, "word": " اللي", "probability": 0.987548828125}, {"start": 1735.42, "end": 1736.06, "word": " رسمناها", "probability": 0.91357421875}, {"start": 1736.06, "end": 1736.32, "word": " إذا", "probability": 0.8984375}, {"start": 1736.32, "end": 1736.5, "word": " كنا", "probability": 0.9970703125}, {"start": 1736.5, "end": 1736.92, "word": " بنتكلم", "probability": 0.8487548828125}, {"start": 1736.92, "end": 1737.08, "word": " عن", "probability": 0.9384765625}, {"start": 1737.08, "end": 1737.22, "word": " two", "probability": 0.84228515625}, {"start": 1737.22, "end": 1737.68, "word": " dimension", "probability": 0.7587890625}, {"start": 1737.68, "end": 1738.42, "word": " بمعنى", "probability": 0.96806640625}, {"start": 1738.42, "end": 1738.78, "word": " أنه", "probability": 0.64111328125}, {"start": 1738.78, "end": 1739.58, "word": " عدد", "probability": 0.982421875}, {"start": 1739.58, "end": 1739.82, "word": " ال", "probability": 0.98583984375}, {"start": 1739.82, "end": 1740.16, "word": " inputs", "probability": 0.80029296875}, {"start": 1740.16, "end": 1740.4, "word": " هما", "probability": 0.772705078125}, {"start": 1740.4, "end": 1740.68, "word": " اتنين", "probability": 0.9326171875}, {"start": 1740.68, "end": 1741.06, "word": " فقط", "probability": 0.992919921875}, {"start": 1741.06, "end": 1741.6, "word": " فمعنى", "probability": 0.92314453125}, {"start": 1741.6, "end": 1741.8, "word": " ذلك", "probability": 0.9638671875}, {"start": 1741.8, "end": 1742.06, "word": " هكون", "probability": 0.72998046875}, {"start": 1742.06, "end": 1742.42, "word": " X1", "probability": 0.89990234375}, {"start": 1742.42, "end": 1742.96, "word": " X2", "probability": 0.820068359375}, {"start": 1742.96, "end": 1743.7, "word": " هنشتغل", "probability": 0.943603515625}, {"start": 1743.7, "end": 1743.94, "word": " بهذا", "probability": 0.964111328125}, {"start": 1743.94, "end": 1744.32, "word": " الشكل", "probability": 0.992919921875}], "temperature": 1.0}, {"id": 76, "seek": 176841, "start": 1745.95, "end": 1768.41, "text": "و هتكون two dimension بحيث انه نرسم ثري شولد هذه رسمة ثري شولد او الخط ال linear اللي اتكلمنا عنه linear عبارة عن x واحد w واحد plus x اتنين w اتنين ناقص ثيتا يساوي zero يرسم هيكون خط مستقيم ف linear separation بنسميها linear separation هيعملنا عملية ال separation بمعنى انه أصبح لو اي", "tokens": [2407, 8032, 2655, 30544, 732, 10139, 4724, 5016, 1829, 12984, 16472, 3224, 8717, 2288, 38251, 38637, 16572, 13412, 12610, 3215, 29538, 12602, 38251, 3660, 38637, 16572, 13412, 12610, 3215, 1975, 2407, 33962, 9566, 2423, 8213, 13672, 1829, 1975, 2655, 4117, 19528, 8315, 18871, 3224, 8213, 6225, 3555, 9640, 3660, 18871, 2031, 36764, 24401, 261, 36764, 24401, 1804, 2031, 1975, 2655, 1863, 9957, 261, 1975, 2655, 1863, 9957, 8717, 995, 4587, 9381, 38637, 36081, 995, 7251, 3794, 995, 45865, 4018, 7251, 2288, 38251, 39896, 30544, 16490, 9566, 3714, 14851, 4587, 32640, 6156, 8213, 14634, 44945, 38251, 1829, 11296, 8213, 14634, 39896, 25957, 1211, 8315, 6225, 42213, 10632, 2423, 14634, 4724, 2304, 3615, 1863, 7578, 16472, 3224, 5551, 9381, 49628, 45164, 1975, 1829], "avg_logprob": -0.19544057548046112, "compression_ratio": 1.7877551020408162, "no_speech_prob": 4.351139068603516e-06, "words": [{"start": 1745.95, "end": 1746.11, "word": "و", "probability": 0.283203125}, {"start": 1746.11, "end": 1746.43, "word": " هتكون", "probability": 0.7452799479166666}, {"start": 1746.43, "end": 1746.59, "word": " two", "probability": 0.54052734375}, {"start": 1746.59, "end": 1747.05, "word": " dimension", "probability": 0.68017578125}, {"start": 1747.05, "end": 1747.43, "word": " بحيث", "probability": 0.9605712890625}, {"start": 1747.43, "end": 1747.61, "word": " انه", "probability": 0.71875}, {"start": 1747.61, "end": 1748.05, "word": " نرسم", "probability": 0.98046875}, {"start": 1748.05, "end": 1748.81, "word": " ثري", "probability": 0.55584716796875}, {"start": 1748.81, "end": 1749.27, "word": " شولد", "probability": 0.74560546875}, {"start": 1749.27, "end": 1749.53, "word": " هذه", "probability": 0.220703125}, {"start": 1749.53, "end": 1750.17, "word": " رسمة", "probability": 0.8289388020833334}, {"start": 1750.17, "end": 1750.45, "word": " ثري", "probability": 0.6944580078125}, {"start": 1750.45, "end": 1750.79, "word": " شولد", "probability": 0.986328125}, {"start": 1750.79, "end": 1751.03, "word": " او", "probability": 0.7822265625}, {"start": 1751.03, "end": 1751.67, "word": " الخط", "probability": 0.969970703125}, {"start": 1751.67, "end": 1751.85, "word": " ال", "probability": 0.461669921875}, {"start": 1751.85, "end": 1752.13, "word": " linear", "probability": 0.74462890625}, {"start": 1752.13, "end": 1752.29, "word": " اللي", "probability": 0.810791015625}, {"start": 1752.29, "end": 1752.67, "word": " اتكلمنا", "probability": 0.92333984375}, {"start": 1752.67, "end": 1752.89, "word": " عنه", "probability": 0.989990234375}, {"start": 1752.89, "end": 1753.27, "word": " linear", "probability": 0.77587890625}, {"start": 1753.27, "end": 1753.97, "word": " عبارة", "probability": 0.9893798828125}, {"start": 1753.97, "end": 1754.09, "word": " عن", "probability": 0.97412109375}, {"start": 1754.09, "end": 1754.25, "word": " x", "probability": 0.52294921875}, {"start": 1754.25, "end": 1754.63, "word": " واحد", "probability": 0.657958984375}, {"start": 1754.63, "end": 1755.35, "word": " w", "probability": 0.55126953125}, {"start": 1755.35, "end": 1755.77, "word": " واحد", "probability": 0.97802734375}, {"start": 1755.77, "end": 1756.03, "word": " plus", "probability": 0.88330078125}, {"start": 1756.03, "end": 1756.29, "word": " x", "probability": 0.9482421875}, {"start": 1756.29, "end": 1756.55, "word": " اتنين", "probability": 0.9163818359375}, {"start": 1756.55, "end": 1756.79, "word": " w", "probability": 0.84521484375}, {"start": 1756.79, "end": 1756.99, "word": " اتنين", "probability": 0.9552001953125}, {"start": 1756.99, "end": 1757.33, "word": " ناقص", "probability": 0.859619140625}, {"start": 1757.33, "end": 1758.01, "word": " ثيتا", "probability": 0.7472330729166666}, {"start": 1758.01, "end": 1758.65, "word": " يساوي", "probability": 0.9583740234375}, {"start": 1758.65, "end": 1759.27, "word": " zero", "probability": 0.55615234375}, {"start": 1759.27, "end": 1760.11, "word": " يرسم", "probability": 0.98291015625}, {"start": 1760.11, "end": 1760.73, "word": " هيكون", "probability": 0.74609375}, {"start": 1760.73, "end": 1760.97, "word": " خط", "probability": 0.981689453125}, {"start": 1760.97, "end": 1761.49, "word": " مستقيم", "probability": 0.968017578125}, {"start": 1761.49, "end": 1761.89, "word": " ف", "probability": 0.83154296875}, {"start": 1761.89, "end": 1762.33, "word": " linear", "probability": 0.5068359375}, {"start": 1762.33, "end": 1763.27, "word": " separation", "probability": 0.93994140625}, {"start": 1763.27, "end": 1763.77, "word": " بنسميها", "probability": 0.9033203125}, {"start": 1763.77, "end": 1764.05, "word": " linear", "probability": 0.7822265625}, {"start": 1764.05, "end": 1764.95, "word": " separation", "probability": 0.93798828125}, {"start": 1764.95, "end": 1765.37, "word": " هيعملنا", "probability": 0.8929443359375}, {"start": 1765.37, "end": 1765.59, "word": " عملية", "probability": 0.9866536458333334}, {"start": 1765.59, "end": 1765.71, "word": " ال", "probability": 0.85546875}, {"start": 1765.71, "end": 1766.09, "word": " separation", "probability": 0.9755859375}, {"start": 1766.09, "end": 1766.97, "word": " بمعنى", "probability": 0.98232421875}, {"start": 1766.97, "end": 1767.23, "word": " انه", "probability": 0.858642578125}, {"start": 1767.23, "end": 1767.59, "word": " أصبح", "probability": 0.8759765625}, {"start": 1767.59, "end": 1767.95, "word": " لو", "probability": 0.95458984375}, {"start": 1767.95, "end": 1768.41, "word": " اي", "probability": 0.834716796875}], "temperature": 1.0}, {"id": 77, "seek": 178092, "start": 1769.22, "end": 1780.92, "text": "قيم ل X1 و X2 الاحتياطية بتاعتها تحت الخط فهي هنقول القرار ينتمي لمين ل class A2 لو فوق الخط هينتمي ل class A1", "tokens": [4587, 32640, 5296, 1783, 16, 4032, 1783, 17, 2423, 39319, 31371, 41193, 10632, 39894, 995, 34268, 11296, 6055, 33753, 33962, 9566, 6156, 3224, 1829, 8032, 1863, 39648, 25062, 2288, 9640, 7251, 29399, 2304, 1829, 32767, 9957, 5296, 1508, 316, 17, 45164, 6156, 30543, 33962, 9566, 39896, 29399, 2304, 1829, 5296, 1508, 316, 16], "avg_logprob": -0.24305555003660698, "compression_ratio": 1.4206349206349207, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 1769.22, "end": 1769.68, "word": "قيم", "probability": 0.841064453125}, {"start": 1769.68, "end": 1770.18, "word": " ل", "probability": 0.5146484375}, {"start": 1770.18, "end": 1770.78, "word": " X1", "probability": 0.7099609375}, {"start": 1770.78, "end": 1770.9, "word": " و", "probability": 0.5673828125}, {"start": 1770.9, "end": 1771.46, "word": " X2", "probability": 0.947509765625}, {"start": 1771.46, "end": 1772.38, "word": " الاحتياطية", "probability": 0.55361328125}, {"start": 1772.38, "end": 1772.9, "word": " بتاعتها", "probability": 0.896728515625}, {"start": 1772.9, "end": 1773.42, "word": " تحت", "probability": 0.9697265625}, {"start": 1773.42, "end": 1773.88, "word": " الخط", "probability": 0.98291015625}, {"start": 1773.88, "end": 1774.6, "word": " فهي", "probability": 0.8284505208333334}, {"start": 1774.6, "end": 1775.04, "word": " هنقول", "probability": 0.6666666666666666}, {"start": 1775.04, "end": 1775.48, "word": " القرار", "probability": 0.9832356770833334}, {"start": 1775.48, "end": 1775.9, "word": " ينتمي", "probability": 0.9815673828125}, {"start": 1775.9, "end": 1776.2, "word": " لمين", "probability": 0.7587890625}, {"start": 1776.2, "end": 1776.68, "word": " ل", "probability": 0.75830078125}, {"start": 1776.68, "end": 1777.46, "word": " class", "probability": 0.433349609375}, {"start": 1777.46, "end": 1778.24, "word": " A2", "probability": 0.94921875}, {"start": 1778.24, "end": 1778.72, "word": " لو", "probability": 0.75927734375}, {"start": 1778.72, "end": 1778.92, "word": " فوق", "probability": 0.980712890625}, {"start": 1778.92, "end": 1779.24, "word": " الخط", "probability": 0.989013671875}, {"start": 1779.24, "end": 1779.66, "word": " هينتمي", "probability": 0.806396484375}, {"start": 1779.66, "end": 1779.74, "word": " ل", "probability": 0.72216796875}, {"start": 1779.74, "end": 1780.04, "word": " class", "probability": 0.83837890625}, {"start": 1780.04, "end": 1780.92, "word": " A1", "probability": 0.98779296875}], "temperature": 1.0}, {"id": 78, "seek": 180878, "start": 1781.88, "end": 1808.78, "text": "طيب، لو عندي أكتر من X 1 و 2، نفترض X 1، X 2، X 3، فـ Hyperplane هيكون الشكل تبعنا، زي الرسم اللي قدامنا، لو عندي هنا النقطة 1 1 1، و النقطة 2 2 2، و هذا الـ Hyperplane عبارة عن لوح زجاج محطوط، فكل ما هو تحت لوح الزجاج، بما فيهم 1 1 1، هو class A2 مثلا، و كل ما هو فوق", "tokens": [9566, 1829, 3555, 12399, 45164, 18871, 16254, 5551, 4117, 2655, 2288, 9154, 1783, 502, 4032, 568, 12399, 8717, 5172, 2655, 43042, 1783, 502, 12399, 1783, 568, 12399, 1783, 805, 12399, 6156, 39184, 29592, 36390, 39896, 30544, 25124, 28820, 6055, 3555, 3615, 8315, 12399, 30767, 1829, 34892, 38251, 13672, 1829, 12174, 3215, 10943, 8315, 12399, 45164, 18871, 16254, 34105, 28239, 47432, 3660, 502, 502, 502, 12399, 4032, 28239, 47432, 3660, 568, 568, 568, 12399, 4032, 23758, 2423, 39184, 29592, 36390, 6225, 3555, 9640, 3660, 18871, 45164, 5016, 30767, 7435, 26108, 3714, 5016, 9566, 2407, 9566, 12399, 6156, 28820, 19446, 31439, 6055, 33753, 45164, 5016, 6024, 110, 7435, 26108, 12399, 4724, 15042, 8978, 16095, 502, 502, 502, 12399, 31439, 1508, 316, 17, 50113, 15040, 12399, 4032, 28242, 19446, 31439, 6156, 30543], "avg_logprob": -0.1637019272033985, "compression_ratio": 1.7603305785123966, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 1781.88, "end": 1782.42, "word": "طيب،", "probability": 0.73626708984375}, {"start": 1782.42, "end": 1782.6, "word": " لو", "probability": 0.9814453125}, {"start": 1782.6, "end": 1782.84, "word": " عندي", "probability": 0.85595703125}, {"start": 1782.84, "end": 1783.2, "word": " أكتر", "probability": 0.948486328125}, {"start": 1783.2, "end": 1783.36, "word": " من", "probability": 0.9951171875}, {"start": 1783.36, "end": 1783.64, "word": " X", "probability": 0.6884765625}, {"start": 1783.64, "end": 1784.44, "word": " 1", "probability": 0.32763671875}, {"start": 1784.44, "end": 1784.64, "word": " و", "probability": 0.95458984375}, {"start": 1784.64, "end": 1785.12, "word": " 2،", "probability": 0.5859375}, {"start": 1785.12, "end": 1785.58, "word": " نفترض", "probability": 0.9564208984375}, {"start": 1785.58, "end": 1785.8, "word": " X", "probability": 0.9658203125}, {"start": 1785.8, "end": 1786.14, "word": " 1،", "probability": 0.4752197265625}, {"start": 1786.14, "end": 1786.22, "word": " X", "probability": 0.98486328125}, {"start": 1786.22, "end": 1786.52, "word": " 2،", "probability": 0.918701171875}, {"start": 1786.52, "end": 1786.6, "word": " X", "probability": 0.95361328125}, {"start": 1786.6, "end": 1787.62, "word": " 3،", "probability": 0.692626953125}, {"start": 1787.62, "end": 1788.18, "word": " فـ", "probability": 0.835693359375}, {"start": 1788.18, "end": 1788.78, "word": " Hyperplane", "probability": 0.5897216796875}, {"start": 1788.78, "end": 1789.48, "word": " هيكون", "probability": 0.848388671875}, {"start": 1789.48, "end": 1790.16, "word": " الشكل", "probability": 0.9853515625}, {"start": 1790.16, "end": 1790.64, "word": " تبعنا،", "probability": 0.91162109375}, {"start": 1790.64, "end": 1790.88, "word": " زي", "probability": 0.979736328125}, {"start": 1790.88, "end": 1791.4, "word": " الرسم", "probability": 0.953369140625}, {"start": 1791.4, "end": 1791.52, "word": " اللي", "probability": 0.981689453125}, {"start": 1791.52, "end": 1792.32, "word": " قدامنا،", "probability": 0.8955078125}, {"start": 1792.32, "end": 1792.42, "word": " لو", "probability": 0.98779296875}, {"start": 1792.42, "end": 1792.7, "word": " عندي", "probability": 0.8916015625}, {"start": 1792.7, "end": 1792.9, "word": " هنا", "probability": 0.98974609375}, {"start": 1792.9, "end": 1793.94, "word": " النقطة", "probability": 0.8313802083333334}, {"start": 1793.94, "end": 1794.56, "word": " 1", "probability": 0.55224609375}, {"start": 1794.56, "end": 1794.84, "word": " 1", "probability": 0.42626953125}, {"start": 1794.84, "end": 1795.38, "word": " 1،", "probability": 0.7384033203125}, {"start": 1795.38, "end": 1795.44, "word": " و", "probability": 0.8427734375}, {"start": 1795.44, "end": 1795.78, "word": " النقطة", "probability": 0.9347330729166666}, {"start": 1795.78, "end": 1795.94, "word": " 2", "probability": 0.9677734375}, {"start": 1795.94, "end": 1796.2, "word": " 2", "probability": 0.99267578125}, {"start": 1796.2, "end": 1797.2, "word": " 2،", "probability": 0.908447265625}, {"start": 1797.2, "end": 1797.34, "word": " و", "probability": 0.57568359375}, {"start": 1797.34, "end": 1797.56, "word": " هذا", "probability": 0.875}, {"start": 1797.56, "end": 1797.84, "word": " الـ", "probability": 0.92578125}, {"start": 1797.84, "end": 1798.2, "word": " Hyperplane", "probability": 0.845458984375}, {"start": 1798.2, "end": 1798.56, "word": " عبارة", "probability": 0.953125}, {"start": 1798.56, "end": 1798.84, "word": " عن", "probability": 0.998046875}, {"start": 1798.84, "end": 1799.12, "word": " لوح", "probability": 0.95263671875}, {"start": 1799.12, "end": 1799.82, "word": " زجاج", "probability": 0.93994140625}, {"start": 1799.82, "end": 1800.62, "word": " محطوط،", "probability": 0.879638671875}, {"start": 1800.62, "end": 1800.96, "word": " فكل", "probability": 0.986328125}, {"start": 1800.96, "end": 1801.1, "word": " ما", "probability": 0.96826171875}, {"start": 1801.1, "end": 1801.28, "word": " هو", "probability": 0.99169921875}, {"start": 1801.28, "end": 1801.64, "word": " تحت", "probability": 0.995361328125}, {"start": 1801.64, "end": 1801.98, "word": " لوح", "probability": 0.869873046875}, {"start": 1801.98, "end": 1802.42, "word": " الزجاج،", "probability": 0.830810546875}, {"start": 1802.42, "end": 1802.58, "word": " بما", "probability": 0.9599609375}, {"start": 1802.58, "end": 1802.84, "word": " فيهم", "probability": 0.982666015625}, {"start": 1802.84, "end": 1803.06, "word": " 1", "probability": 0.9326171875}, {"start": 1803.06, "end": 1803.36, "word": " 1", "probability": 0.990234375}, {"start": 1803.36, "end": 1804.16, "word": " 1،", "probability": 0.841064453125}, {"start": 1804.16, "end": 1804.62, "word": " هو", "probability": 0.984375}, {"start": 1804.62, "end": 1805.46, "word": " class", "probability": 0.6220703125}, {"start": 1805.46, "end": 1807.02, "word": " A2", "probability": 0.6944580078125}, {"start": 1807.02, "end": 1807.66, "word": " مثلا،", "probability": 0.9073893229166666}, {"start": 1807.66, "end": 1807.84, "word": " و", "probability": 0.99609375}, {"start": 1807.84, "end": 1808.02, "word": " كل", "probability": 0.8818359375}, {"start": 1808.02, "end": 1808.14, "word": " ما", "probability": 0.9833984375}, {"start": 1808.14, "end": 1808.3, "word": " هو", "probability": 0.994140625}, {"start": 1808.3, "end": 1808.78, "word": " فوق", "probability": 0.983642578125}], "temperature": 1.0}, {"id": 79, "seek": 182681, "start": 1809.35, "end": 1826.81, "text": "و زي ال 2 2 2 فوق اللوح الاجزاز هذا هنقول عليه a1 a1 فصنفناها ل two classes ل two classes و معدلتها طبعا كل اللي انضاف عليه ال term التالت اللي هو خاص بمين بال input التالت x3 x w .. w3", "tokens": [2407, 30767, 1829, 2423, 568, 568, 568, 6156, 30543, 13672, 2407, 5016, 2423, 26108, 11622, 31377, 23758, 8032, 1863, 39648, 47356, 257, 16, 257, 16, 6156, 9381, 1863, 5172, 8315, 11296, 5296, 732, 5359, 5296, 732, 5359, 4032, 20449, 3215, 1211, 2655, 11296, 23032, 3555, 3615, 995, 28242, 13672, 1829, 16472, 11242, 31845, 47356, 2423, 1433, 16712, 6027, 2655, 13672, 1829, 31439, 16490, 33546, 4724, 2304, 9957, 20666, 4846, 16712, 6027, 2655, 2031, 18, 2031, 261, 4386, 261, 18], "avg_logprob": -0.20722656436264514, "compression_ratio": 1.5777777777777777, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 1809.35, "end": 1809.59, "word": "و", "probability": 0.66455078125}, {"start": 1809.59, "end": 1809.85, "word": " زي", "probability": 0.727783203125}, {"start": 1809.85, "end": 1809.99, "word": " ال", "probability": 0.8154296875}, {"start": 1809.99, "end": 1810.11, "word": " 2", "probability": 0.428955078125}, {"start": 1810.11, "end": 1810.39, "word": " 2", "probability": 0.7080078125}, {"start": 1810.39, "end": 1810.75, "word": " 2", "probability": 0.9853515625}, {"start": 1810.75, "end": 1811.89, "word": " فوق", "probability": 0.826904296875}, {"start": 1811.89, "end": 1812.25, "word": " اللوح", "probability": 0.9441731770833334}, {"start": 1812.25, "end": 1812.67, "word": " الاجزاز", "probability": 0.7337646484375}, {"start": 1812.67, "end": 1812.97, "word": " هذا", "probability": 0.7880859375}, {"start": 1812.97, "end": 1813.63, "word": " هنقول", "probability": 0.814453125}, {"start": 1813.63, "end": 1813.99, "word": " عليه", "probability": 0.98193359375}, {"start": 1813.99, "end": 1815.17, "word": " a1", "probability": 0.56494140625}, {"start": 1815.17, "end": 1815.63, "word": " a1", "probability": 0.6240234375}, {"start": 1815.63, "end": 1817.05, "word": " فصنفناها", "probability": 0.9558919270833334}, {"start": 1817.05, "end": 1817.31, "word": " ل", "probability": 0.853515625}, {"start": 1817.31, "end": 1817.55, "word": " two", "probability": 0.6123046875}, {"start": 1817.55, "end": 1818.13, "word": " classes", "probability": 0.93408203125}, {"start": 1818.13, "end": 1818.59, "word": " ل", "probability": 0.5791015625}, {"start": 1818.59, "end": 1818.85, "word": " two", "probability": 0.91943359375}, {"start": 1818.85, "end": 1819.87, "word": " classes", "probability": 0.93017578125}, {"start": 1819.87, "end": 1820.05, "word": " و", "probability": 0.9326171875}, {"start": 1820.05, "end": 1820.55, "word": " معدلتها", "probability": 0.82607421875}, {"start": 1820.55, "end": 1820.79, "word": " طبعا", "probability": 0.9730224609375}, {"start": 1820.79, "end": 1820.97, "word": " كل", "probability": 0.93212890625}, {"start": 1820.97, "end": 1821.07, "word": " اللي", "probability": 0.7423095703125}, {"start": 1821.07, "end": 1821.31, "word": " انضاف", "probability": 0.7491861979166666}, {"start": 1821.31, "end": 1821.53, "word": " عليه", "probability": 0.87841796875}, {"start": 1821.53, "end": 1821.77, "word": " ال", "probability": 0.80224609375}, {"start": 1821.77, "end": 1821.95, "word": " term", "probability": 0.92724609375}, {"start": 1821.95, "end": 1822.35, "word": " التالت", "probability": 0.9814453125}, {"start": 1822.35, "end": 1822.45, "word": " اللي", "probability": 0.9697265625}, {"start": 1822.45, "end": 1822.57, "word": " هو", "probability": 0.98291015625}, {"start": 1822.57, "end": 1822.79, "word": " خاص", "probability": 0.976806640625}, {"start": 1822.79, "end": 1823.13, "word": " بمين", "probability": 0.8714192708333334}, {"start": 1823.13, "end": 1823.47, "word": " بال", "probability": 0.89794921875}, {"start": 1823.47, "end": 1823.83, "word": " input", "probability": 0.9697265625}, {"start": 1823.83, "end": 1824.41, "word": " التالت", "probability": 0.9791666666666666}, {"start": 1824.41, "end": 1824.87, "word": " x3", "probability": 0.8134765625}, {"start": 1824.87, "end": 1825.19, "word": " x", "probability": 0.76318359375}, {"start": 1825.19, "end": 1825.79, "word": " w", "probability": 0.64013671875}, {"start": 1825.79, "end": 1826.15, "word": " ..", "probability": 0.40185546875}, {"start": 1826.15, "end": 1826.81, "word": " w3", "probability": 0.7890625}], "temperature": 1.0}, {"id": 80, "seek": 185430, "start": 1828.66, "end": 1854.3, "text": "تمام الان how does the perceptron learn its classification tasks؟ عشان نعملها بكل بساطة مبدئيا القيم اللي احنا بدنا افضل قيم لها عشان تتحددلنا انه فعلا هذا عملية ال separation عملت صح طيب عشان تنعمل عملية ال separation صح انا من أسبقا من الأول لما اعطيته صورة محمد انا عارف ان هو محمد", "tokens": [39237, 10943, 2423, 7649, 577, 775, 264, 43276, 2044, 1466, 1080, 21538, 9608, 22807, 6225, 8592, 7649, 8717, 25957, 1211, 11296, 4724, 28820, 4724, 3794, 41193, 3660, 3714, 44510, 19986, 25528, 25062, 32640, 13672, 1829, 1975, 5016, 8315, 47525, 8315, 1975, 5172, 11242, 1211, 12174, 32640, 5296, 11296, 6225, 8592, 7649, 6055, 2655, 24401, 3215, 1211, 8315, 16472, 3224, 6156, 3615, 15040, 23758, 6225, 42213, 10632, 2423, 14634, 6225, 42213, 2655, 20328, 5016, 23032, 1829, 3555, 6225, 8592, 7649, 6055, 1863, 25957, 1211, 6225, 42213, 10632, 2423, 14634, 20328, 5016, 1975, 8315, 9154, 5551, 35457, 4587, 995, 9154, 16247, 12610, 5296, 15042, 1975, 3615, 9566, 36081, 3224, 20328, 13063, 3660, 3714, 35571, 3215, 1975, 8315, 6225, 9640, 5172, 16472, 31439, 3714, 35571, 3215], "avg_logprob": -0.1476814585828012, "compression_ratio": 1.7677165354330708, "no_speech_prob": 0.0, "words": [{"start": 1828.66, "end": 1829.08, "word": "تمام", "probability": 0.737548828125}, {"start": 1829.08, "end": 1829.68, "word": " الان", "probability": 0.5782470703125}, {"start": 1829.68, "end": 1830.04, "word": " how", "probability": 0.471923828125}, {"start": 1830.04, "end": 1830.32, "word": " does", "probability": 0.90576171875}, {"start": 1830.32, "end": 1830.64, "word": " the", "probability": 0.837890625}, {"start": 1830.64, "end": 1831.54, "word": " perceptron", "probability": 0.8603515625}, {"start": 1831.54, "end": 1832.16, "word": " learn", "probability": 0.91455078125}, {"start": 1832.16, "end": 1833.04, "word": " its", "probability": 0.67041015625}, {"start": 1833.04, "end": 1833.78, "word": " classification", "probability": 0.94677734375}, {"start": 1833.78, "end": 1834.84, "word": " tasks؟", "probability": 0.71142578125}, {"start": 1834.84, "end": 1835.1, "word": " عشان", "probability": 0.9527994791666666}, {"start": 1835.1, "end": 1835.64, "word": " نعملها", "probability": 0.9923095703125}, {"start": 1835.64, "end": 1836.1, "word": " بكل", "probability": 0.965576171875}, {"start": 1836.1, "end": 1836.62, "word": " بساطة", "probability": 0.989013671875}, {"start": 1836.62, "end": 1837.68, "word": " مبدئيا", "probability": 0.853759765625}, {"start": 1837.68, "end": 1838.78, "word": " القيم", "probability": 0.93408203125}, {"start": 1838.78, "end": 1838.94, "word": " اللي", "probability": 0.849609375}, {"start": 1838.94, "end": 1839.12, "word": " احنا", "probability": 0.8639322916666666}, {"start": 1839.12, "end": 1839.48, "word": " بدنا", "probability": 0.947509765625}, {"start": 1839.48, "end": 1840.2, "word": " افضل", "probability": 0.894287109375}, {"start": 1840.2, "end": 1840.56, "word": " قيم", "probability": 0.981201171875}, {"start": 1840.56, "end": 1841.14, "word": " لها", "probability": 0.71484375}, {"start": 1841.14, "end": 1841.82, "word": " عشان", "probability": 0.9267578125}, {"start": 1841.82, "end": 1843.0, "word": " تتحددلنا", "probability": 0.8588053385416666}, {"start": 1843.0, "end": 1843.98, "word": " انه", "probability": 0.80322265625}, {"start": 1843.98, "end": 1844.56, "word": " فعلا", "probability": 0.93212890625}, {"start": 1844.56, "end": 1845.22, "word": " هذا", "probability": 0.469482421875}, {"start": 1845.22, "end": 1845.86, "word": " عملية", "probability": 0.9903971354166666}, {"start": 1845.86, "end": 1846.0, "word": " ال", "probability": 0.92529296875}, {"start": 1846.0, "end": 1846.32, "word": " separation", "probability": 0.92822265625}, {"start": 1846.32, "end": 1847.02, "word": " عملت", "probability": 0.87353515625}, {"start": 1847.02, "end": 1847.36, "word": " صح", "probability": 0.98974609375}, {"start": 1847.36, "end": 1848.22, "word": " طيب", "probability": 0.9358723958333334}, {"start": 1848.22, "end": 1848.7, "word": " عشان", "probability": 0.98876953125}, {"start": 1848.7, "end": 1849.04, "word": " تنعمل", "probability": 0.79083251953125}, {"start": 1849.04, "end": 1849.32, "word": " عملية", "probability": 0.97412109375}, {"start": 1849.32, "end": 1849.5, "word": " ال", "probability": 0.93896484375}, {"start": 1849.5, "end": 1849.86, "word": " separation", "probability": 0.97314453125}, {"start": 1849.86, "end": 1850.38, "word": " صح", "probability": 0.995849609375}, {"start": 1850.38, "end": 1850.66, "word": " انا", "probability": 0.79833984375}, {"start": 1850.66, "end": 1850.8, "word": " من", "probability": 0.99365234375}, {"start": 1850.8, "end": 1851.2, "word": " أسبقا", "probability": 0.6864013671875}, {"start": 1851.2, "end": 1851.32, "word": " من", "probability": 0.81591796875}, {"start": 1851.32, "end": 1851.68, "word": " الأول", "probability": 0.921875}, {"start": 1851.68, "end": 1851.92, "word": " لما", "probability": 0.93603515625}, {"start": 1851.92, "end": 1852.36, "word": " اعطيته", "probability": 0.8849609375}, {"start": 1852.36, "end": 1852.86, "word": " صورة", "probability": 0.95263671875}, {"start": 1852.86, "end": 1853.3, "word": " محمد", "probability": 0.9685872395833334}, {"start": 1853.3, "end": 1853.44, "word": " انا", "probability": 0.824462890625}, {"start": 1853.44, "end": 1853.68, "word": " عارف", "probability": 0.98779296875}, {"start": 1853.68, "end": 1853.76, "word": " ان", "probability": 0.880859375}, {"start": 1853.76, "end": 1853.84, "word": " هو", "probability": 0.7255859375}, {"start": 1853.84, "end": 1854.3, "word": " محمد", "probability": 0.99169921875}], "temperature": 1.0}, {"id": 81, "seek": 187217, "start": 1854.85, "end": 1872.17, "text": "و لما اعطيته صورة عمر انا عارف ان هو ده عمر فبعطيه ال input و بقوله هذه البيانات تاعتي محمد و عشانك بديك تطلعلي هنا ا واحد انا هقوله بديك تطلعلي ا واحد يعني بدي ال output اللي يطلع هنا نهائيا في اخر ال model تبعي لازم يطلع اكبر", "tokens": [2407, 5296, 15042, 1975, 3615, 9566, 36081, 3224, 20328, 13063, 3660, 6225, 29973, 1975, 8315, 6225, 9640, 5172, 16472, 31439, 11778, 3224, 6225, 29973, 6156, 3555, 3615, 9566, 1829, 3224, 2423, 4846, 4032, 4724, 39648, 3224, 29538, 2423, 21292, 7649, 9307, 6055, 995, 34268, 1829, 3714, 35571, 3215, 4032, 6225, 8592, 7649, 4117, 4724, 16254, 4117, 6055, 9566, 1211, 3615, 20292, 34105, 1975, 36764, 24401, 1975, 8315, 8032, 39648, 3224, 4724, 16254, 4117, 6055, 9566, 1211, 3615, 20292, 1975, 36764, 24401, 37495, 22653, 4724, 16254, 2423, 5598, 13672, 1829, 7251, 9566, 1211, 3615, 34105, 8717, 3224, 16373, 25528, 8978, 1975, 34740, 2423, 2316, 6055, 3555, 3615, 1829, 5296, 31377, 2304, 7251, 9566, 1211, 3615, 1975, 4117, 26890], "avg_logprob": -0.17319915330005906, "compression_ratio": 1.8571428571428572, "no_speech_prob": 8.106231689453125e-06, "words": [{"start": 1854.85, "end": 1855.03, "word": "و", "probability": 0.272705078125}, {"start": 1855.03, "end": 1855.15, "word": " لما", "probability": 0.6524658203125}, {"start": 1855.15, "end": 1855.41, "word": " اعطيته", "probability": 0.809033203125}, {"start": 1855.41, "end": 1855.65, "word": " صورة", "probability": 0.9895833333333334}, {"start": 1855.65, "end": 1855.85, "word": " عمر", "probability": 0.938232421875}, {"start": 1855.85, "end": 1856.01, "word": " انا", "probability": 0.6680908203125}, {"start": 1856.01, "end": 1856.25, "word": " عارف", "probability": 0.9689127604166666}, {"start": 1856.25, "end": 1856.33, "word": " ان", "probability": 0.8486328125}, {"start": 1856.33, "end": 1856.45, "word": " هو", "probability": 0.71826171875}, {"start": 1856.45, "end": 1856.59, "word": " ده", "probability": 0.8330078125}, {"start": 1856.59, "end": 1856.83, "word": " عمر", "probability": 0.99267578125}, {"start": 1856.83, "end": 1857.81, "word": " فبعطيه", "probability": 0.8448893229166666}, {"start": 1857.81, "end": 1858.11, "word": " ال", "probability": 0.96240234375}, {"start": 1858.11, "end": 1858.37, "word": " input", "probability": 0.96484375}, {"start": 1858.37, "end": 1858.51, "word": " و", "probability": 0.292236328125}, {"start": 1858.51, "end": 1858.83, "word": " بقوله", "probability": 0.7958984375}, {"start": 1858.83, "end": 1859.37, "word": " هذه", "probability": 0.76416015625}, {"start": 1859.37, "end": 1860.07, "word": " البيانات", "probability": 0.8990478515625}, {"start": 1860.07, "end": 1860.39, "word": " تاعتي", "probability": 0.6844482421875}, {"start": 1860.39, "end": 1860.87, "word": " محمد", "probability": 0.9689127604166666}, {"start": 1860.87, "end": 1861.23, "word": " و", "probability": 0.9169921875}, {"start": 1861.23, "end": 1861.57, "word": " عشانك", "probability": 0.8284912109375}, {"start": 1861.57, "end": 1862.13, "word": " بديك", "probability": 0.691650390625}, {"start": 1862.13, "end": 1862.73, "word": " تطلعلي", "probability": 0.8580078125}, {"start": 1862.73, "end": 1863.07, "word": " هنا", "probability": 0.96826171875}, {"start": 1863.07, "end": 1863.39, "word": " ا", "probability": 0.29931640625}, {"start": 1863.39, "end": 1864.01, "word": " واحد", "probability": 0.875244140625}, {"start": 1864.01, "end": 1864.87, "word": " انا", "probability": 0.870849609375}, {"start": 1864.87, "end": 1865.19, "word": " هقوله", "probability": 0.8273111979166666}, {"start": 1865.19, "end": 1865.49, "word": " بديك", "probability": 0.9357096354166666}, {"start": 1865.49, "end": 1865.91, "word": " تطلعلي", "probability": 0.9845703125}, {"start": 1865.91, "end": 1866.01, "word": " ا", "probability": 0.86572265625}, {"start": 1866.01, "end": 1866.29, "word": " واحد", "probability": 0.98046875}, {"start": 1866.29, "end": 1866.47, "word": " يعني", "probability": 0.929931640625}, {"start": 1866.47, "end": 1866.77, "word": " بدي", "probability": 0.787841796875}, {"start": 1866.77, "end": 1867.19, "word": " ال", "probability": 0.861328125}, {"start": 1867.19, "end": 1867.51, "word": " output", "probability": 0.986328125}, {"start": 1867.51, "end": 1867.71, "word": " اللي", "probability": 0.94189453125}, {"start": 1867.71, "end": 1868.05, "word": " يطلع", "probability": 0.9931640625}, {"start": 1868.05, "end": 1868.25, "word": " هنا", "probability": 0.96875}, {"start": 1868.25, "end": 1868.85, "word": " نهائيا", "probability": 0.88818359375}, {"start": 1868.85, "end": 1869.21, "word": " في", "probability": 0.90771484375}, {"start": 1869.21, "end": 1869.59, "word": " اخر", "probability": 0.842041015625}, {"start": 1869.59, "end": 1870.29, "word": " ال", "probability": 0.916015625}, {"start": 1870.29, "end": 1870.55, "word": " model", "probability": 0.91259765625}, {"start": 1870.55, "end": 1871.01, "word": " تبعي", "probability": 0.9490966796875}, {"start": 1871.01, "end": 1871.43, "word": " لازم", "probability": 0.9794921875}, {"start": 1871.43, "end": 1871.71, "word": " يطلع", "probability": 0.9964599609375}, {"start": 1871.71, "end": 1872.17, "word": " اكبر", "probability": 0.9075520833333334}], "temperature": 1.0}, {"id": 82, "seek": 188518, "start": 1873.28, "end": 1885.18, "text": "من ال threshold بمعنى انه لازم النتج ان هي ال hard limiter يطلع واحد طيب اما اذا دخلنا صورة عمر هقوله هذه مقرونة مع minus واحد", "tokens": [27842, 2423, 14678, 4724, 2304, 3615, 1863, 7578, 16472, 3224, 5296, 31377, 2304, 28239, 2655, 7435, 16472, 39896, 2423, 1152, 2364, 1681, 7251, 9566, 1211, 3615, 36764, 24401, 23032, 1829, 3555, 1975, 15042, 1975, 15730, 11778, 9778, 1211, 8315, 20328, 13063, 3660, 6225, 29973, 8032, 39648, 3224, 29538, 3714, 4587, 2288, 11536, 3660, 20449, 3175, 36764, 24401], "avg_logprob": -0.21107219853277864, "compression_ratio": 1.3741496598639455, "no_speech_prob": 1.1026859283447266e-05, "words": [{"start": 1873.28, "end": 1873.62, "word": "من", "probability": 0.77978515625}, {"start": 1873.62, "end": 1874.32, "word": " ال", "probability": 0.80517578125}, {"start": 1874.32, "end": 1874.9, "word": " threshold", "probability": 0.55859375}, {"start": 1874.9, "end": 1875.56, "word": " بمعنى", "probability": 0.91728515625}, {"start": 1875.56, "end": 1875.74, "word": " انه", "probability": 0.48876953125}, {"start": 1875.74, "end": 1875.98, "word": " لازم", "probability": 0.95751953125}, {"start": 1875.98, "end": 1876.3, "word": " النتج", "probability": 0.6910807291666666}, {"start": 1876.3, "end": 1876.4, "word": " ان", "probability": 0.67138671875}, {"start": 1876.4, "end": 1876.48, "word": " هي", "probability": 0.407470703125}, {"start": 1876.48, "end": 1876.62, "word": " ال", "probability": 0.81689453125}, {"start": 1876.62, "end": 1877.12, "word": " hard", "probability": 0.75634765625}, {"start": 1877.12, "end": 1877.54, "word": " limiter", "probability": 0.953369140625}, {"start": 1877.54, "end": 1878.08, "word": " يطلع", "probability": 0.976318359375}, {"start": 1878.08, "end": 1878.52, "word": " واحد", "probability": 0.75341796875}, {"start": 1878.52, "end": 1879.28, "word": " طيب", "probability": 0.9405924479166666}, {"start": 1879.28, "end": 1879.7, "word": " اما", "probability": 0.83740234375}, {"start": 1879.7, "end": 1879.92, "word": " اذا", "probability": 0.935791015625}, {"start": 1879.92, "end": 1880.36, "word": " دخلنا", "probability": 0.9656982421875}, {"start": 1880.36, "end": 1881.26, "word": " صورة", "probability": 0.7771809895833334}, {"start": 1881.26, "end": 1881.52, "word": " عمر", "probability": 0.967529296875}, {"start": 1881.52, "end": 1882.14, "word": " هقوله", "probability": 0.6484375}, {"start": 1882.14, "end": 1882.36, "word": " هذه", "probability": 0.5078125}, {"start": 1882.36, "end": 1883.48, "word": " مقرونة", "probability": 0.94287109375}, {"start": 1883.48, "end": 1883.88, "word": " مع", "probability": 0.9453125}, {"start": 1883.88, "end": 1884.7, "word": " minus", "probability": 0.57373046875}, {"start": 1884.7, "end": 1885.18, "word": " واحد", "probability": 0.8359375}], "temperature": 1.0}, {"id": 83, "seek": 191209, "start": 1886.03, "end": 1912.09, "text": "فبهذا الشكل عشان هي اسمها supervised لإن أنا مشرف عليه أنا عارف إيش ال input اللي داخل عشان هي اسمها supervised هعطي input و أقول له هذا المفروض ال output يطلع كذا و بعطي ال output الصورة التانية بقول له المفروض الصورة التانية دي output كذا فعشان هي اسمها supervised كل الموضوع اللي احنا بنتكلم فيه لعنده الآن و اللي هنكمل فيه كل محاضرتنا تمام", "tokens": [5172, 3555, 3224, 15730, 25124, 28820, 6225, 8592, 7649, 39896, 24525, 2304, 11296, 46533, 5296, 28814, 1863, 41850, 37893, 28480, 47356, 41850, 6225, 9640, 5172, 11933, 1829, 8592, 2423, 4846, 13672, 1829, 11778, 47283, 1211, 6225, 8592, 7649, 39896, 24525, 2304, 11296, 46533, 8032, 3615, 9566, 1829, 4846, 4032, 5551, 39648, 46740, 23758, 9673, 5172, 32887, 11242, 2423, 5598, 7251, 9566, 1211, 3615, 9122, 15730, 4032, 4724, 3615, 9566, 1829, 2423, 5598, 31767, 13063, 3660, 16712, 7649, 10632, 4724, 39648, 46740, 9673, 5172, 32887, 11242, 31767, 13063, 3660, 16712, 7649, 10632, 11778, 1829, 5598, 9122, 15730, 6156, 3615, 8592, 7649, 39896, 24525, 2304, 11296, 46533, 28242, 9673, 2407, 11242, 45367, 13672, 1829, 1975, 5016, 8315, 44945, 2655, 4117, 19528, 8978, 3224, 5296, 3615, 41260, 3224, 6024, 48506, 4032, 13672, 1829, 8032, 1863, 24793, 1211, 8978, 3224, 28242, 3714, 5016, 46958, 43500, 8315, 46811, 10943], "avg_logprob": -0.15290948769141888, "compression_ratio": 2.220472440944882, "no_speech_prob": 7.152557373046875e-07, "words": [{"start": 1886.03, "end": 1886.47, "word": "فبهذا", "probability": 0.8720703125}, {"start": 1886.47, "end": 1886.79, "word": " الشكل", "probability": 0.988037109375}, {"start": 1886.79, "end": 1887.37, "word": " عشان", "probability": 0.8805338541666666}, {"start": 1887.37, "end": 1887.45, "word": " هي", "probability": 0.384765625}, {"start": 1887.45, "end": 1887.73, "word": " اسمها", "probability": 0.8439127604166666}, {"start": 1887.73, "end": 1888.23, "word": " supervised", "probability": 0.68798828125}, {"start": 1888.23, "end": 1888.87, "word": " لإن", "probability": 0.6559244791666666}, {"start": 1888.87, "end": 1889.07, "word": " أنا", "probability": 0.70654296875}, {"start": 1889.07, "end": 1889.75, "word": " مشرف", "probability": 0.96484375}, {"start": 1889.75, "end": 1890.07, "word": " عليه", "probability": 0.98291015625}, {"start": 1890.07, "end": 1890.43, "word": " أنا", "probability": 0.646484375}, {"start": 1890.43, "end": 1890.73, "word": " عارف", "probability": 0.9895833333333334}, {"start": 1890.73, "end": 1890.87, "word": " إيش", "probability": 0.83740234375}, {"start": 1890.87, "end": 1890.99, "word": " ال", "probability": 0.9794921875}, {"start": 1890.99, "end": 1891.17, "word": " input", "probability": 0.9658203125}, {"start": 1891.17, "end": 1891.35, "word": " اللي", "probability": 0.938232421875}, {"start": 1891.35, "end": 1891.71, "word": " داخل", "probability": 0.9777018229166666}, {"start": 1891.71, "end": 1892.09, "word": " عشان", "probability": 0.9619140625}, {"start": 1892.09, "end": 1892.19, "word": " هي", "probability": 0.96728515625}, {"start": 1892.19, "end": 1892.41, "word": " اسمها", "probability": 0.9396158854166666}, {"start": 1892.41, "end": 1892.87, "word": " supervised", "probability": 0.8369140625}, {"start": 1892.87, "end": 1894.03, "word": " هعطي", "probability": 0.897705078125}, {"start": 1894.03, "end": 1894.43, "word": " input", "probability": 0.7685546875}, {"start": 1894.43, "end": 1894.85, "word": " و", "probability": 0.86328125}, {"start": 1894.85, "end": 1895.03, "word": " أقول", "probability": 0.826904296875}, {"start": 1895.03, "end": 1895.13, "word": " له", "probability": 0.6826171875}, {"start": 1895.13, "end": 1895.33, "word": " هذا", "probability": 0.8759765625}, {"start": 1895.33, "end": 1896.09, "word": " المفروض", "probability": 0.9954833984375}, {"start": 1896.09, "end": 1896.23, "word": " ال", "probability": 0.73828125}, {"start": 1896.23, "end": 1896.53, "word": " output", "probability": 0.9873046875}, {"start": 1896.53, "end": 1896.87, "word": " يطلع", "probability": 0.9500732421875}, {"start": 1896.87, "end": 1897.17, "word": " كذا", "probability": 0.972900390625}, {"start": 1897.17, "end": 1897.95, "word": " و", "probability": 0.5947265625}, {"start": 1897.95, "end": 1898.23, "word": " بعطي", "probability": 0.7847900390625}, {"start": 1898.23, "end": 1898.29, "word": " ال", "probability": 0.316650390625}, {"start": 1898.29, "end": 1899.09, "word": " output", "probability": 0.7509765625}, {"start": 1899.09, "end": 1900.41, "word": " الصورة", "probability": 0.8572591145833334}, {"start": 1900.41, "end": 1900.75, "word": " التانية", "probability": 0.9794921875}, {"start": 1900.75, "end": 1901.19, "word": " بقول", "probability": 0.7252197265625}, {"start": 1901.19, "end": 1901.27, "word": " له", "probability": 0.552734375}, {"start": 1901.27, "end": 1901.69, "word": " المفروض", "probability": 0.967041015625}, {"start": 1901.69, "end": 1902.03, "word": " الصورة", "probability": 0.9861653645833334}, {"start": 1902.03, "end": 1902.27, "word": " التانية", "probability": 0.9847005208333334}, {"start": 1902.27, "end": 1902.49, "word": " دي", "probability": 0.5968017578125}, {"start": 1902.49, "end": 1903.53, "word": " output", "probability": 0.86767578125}, {"start": 1903.53, "end": 1903.97, "word": " كذا", "probability": 0.95361328125}, {"start": 1903.97, "end": 1904.81, "word": " فعشان", "probability": 0.9564208984375}, {"start": 1904.81, "end": 1904.87, "word": " هي", "probability": 0.99462890625}, {"start": 1904.87, "end": 1905.29, "word": " اسمها", "probability": 0.9772135416666666}, {"start": 1905.29, "end": 1906.21, "word": " supervised", "probability": 0.82470703125}, {"start": 1906.21, "end": 1907.53, "word": " كل", "probability": 0.63134765625}, {"start": 1907.53, "end": 1908.11, "word": " الموضوع", "probability": 0.99560546875}, {"start": 1908.11, "end": 1908.21, "word": " اللي", "probability": 0.96484375}, {"start": 1908.21, "end": 1908.33, "word": " احنا", "probability": 0.7802734375}, {"start": 1908.33, "end": 1908.71, "word": " بنتكلم", "probability": 0.85260009765625}, {"start": 1908.71, "end": 1908.93, "word": " فيه", "probability": 0.9296875}, {"start": 1908.93, "end": 1909.23, "word": " لعنده", "probability": 0.7462158203125}, {"start": 1909.23, "end": 1909.43, "word": " الآن", "probability": 0.76708984375}, {"start": 1909.43, "end": 1909.81, "word": " و", "probability": 0.81689453125}, {"start": 1909.81, "end": 1909.89, "word": " اللي", "probability": 0.98291015625}, {"start": 1909.89, "end": 1910.31, "word": " هنكمل", "probability": 0.921875}, {"start": 1910.31, "end": 1910.49, "word": " فيه", "probability": 0.990478515625}, {"start": 1910.49, "end": 1910.61, "word": " كل", "probability": 0.98095703125}, {"start": 1910.61, "end": 1911.25, "word": " محاضرتنا", "probability": 0.97275390625}, {"start": 1911.25, "end": 1912.09, "word": " تمام", "probability": 0.85791015625}], "temperature": 1.0}, {"id": 84, "seek": 194024, "start": 1912.86, "end": 1940.24, "text": "فإذن بهذا الشكل أنا محتاج كل مرة و واحد أضروها في ال X الأولى و اتنين في ال X التاني اللي هو ال input التاني و عشان اوضح لكيها بشكل أكبر لو قلنا بدنا نصنف لونين لون أحمر و لون أزرق بهذا الشكل اللي احنا شايفينه هاي فياني جلمين ألوان واحد أحمر واحد أزرق بكل بساطة ممكن يكون ال input تبعه عبارة عن تلاتة اللي هي ال three components لللون الرئيسي هفترض أنه جدش", "tokens": [5172, 28814, 8848, 1863, 39627, 15730, 25124, 28820, 41850, 3714, 33753, 26108, 28242, 3714, 25720, 4032, 36764, 24401, 5551, 11242, 32887, 11296, 8978, 2423, 1783, 16247, 12610, 7578, 4032, 1975, 2655, 1863, 9957, 8978, 2423, 1783, 16712, 7649, 1829, 13672, 1829, 31439, 2423, 4846, 16712, 7649, 1829, 4032, 6225, 8592, 7649, 1975, 2407, 11242, 5016, 5296, 4117, 1829, 11296, 4724, 8592, 28820, 5551, 4117, 26890, 45164, 12174, 1211, 8315, 47525, 8315, 8717, 9381, 1863, 5172, 5296, 11536, 9957, 5296, 11536, 5551, 5016, 29973, 4032, 5296, 11536, 5551, 11622, 2288, 4587, 39627, 15730, 25124, 28820, 13672, 1829, 1975, 5016, 8315, 13412, 995, 33911, 9957, 3224, 8032, 47302, 8978, 7649, 1829, 10874, 19528, 9957, 5551, 1211, 2407, 7649, 36764, 24401, 5551, 5016, 29973, 36764, 24401, 5551, 11622, 2288, 4587, 4724, 28820, 4724, 3794, 41193, 3660, 3714, 43020, 7251, 30544, 2423, 4846, 6055, 3555, 3615, 3224, 6225, 3555, 9640, 3660, 18871, 6055, 1211, 9307, 3660, 13672, 1829, 39896, 2423, 1045, 6677, 24976, 1211, 11536, 34892, 19986, 1829, 3794, 1829, 8032, 5172, 2655, 43042, 14739, 3224, 10874, 3215, 8592], "avg_logprob": -0.13627485075796192, "compression_ratio": 2.013157894736842, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 1912.86, "end": 1913.42, "word": "فإذن", "probability": 0.7623291015625}, {"start": 1913.42, "end": 1913.96, "word": " بهذا", "probability": 0.861328125}, {"start": 1913.96, "end": 1914.36, "word": " الشكل", "probability": 0.989990234375}, {"start": 1914.36, "end": 1914.74, "word": " أنا", "probability": 0.64453125}, {"start": 1914.74, "end": 1915.36, "word": " محتاج", "probability": 0.9908854166666666}, {"start": 1915.36, "end": 1915.72, "word": " كل", "probability": 0.9609375}, {"start": 1915.72, "end": 1916.04, "word": " مرة", "probability": 0.985595703125}, {"start": 1916.04, "end": 1916.58, "word": " و", "probability": 0.33642578125}, {"start": 1916.58, "end": 1916.92, "word": " واحد", "probability": 0.6484375}, {"start": 1916.92, "end": 1917.34, "word": " أضروها", "probability": 0.7733154296875}, {"start": 1917.34, "end": 1917.96, "word": " في", "probability": 0.970703125}, {"start": 1917.96, "end": 1918.26, "word": " ال", "probability": 0.9287109375}, {"start": 1918.26, "end": 1918.44, "word": " X", "probability": 0.7001953125}, {"start": 1918.44, "end": 1918.82, "word": " الأولى", "probability": 0.9685872395833334}, {"start": 1918.82, "end": 1919.06, "word": " و", "probability": 0.7216796875}, {"start": 1919.06, "end": 1919.3, "word": " اتنين", "probability": 0.8758544921875}, {"start": 1919.3, "end": 1919.42, "word": " في", "probability": 0.9248046875}, {"start": 1919.42, "end": 1919.48, "word": " ال", "probability": 0.9228515625}, {"start": 1919.48, "end": 1919.62, "word": " X", "probability": 0.92236328125}, {"start": 1919.62, "end": 1919.92, "word": " التاني", "probability": 0.7469889322916666}, {"start": 1919.92, "end": 1920.02, "word": " اللي", "probability": 0.8759765625}, {"start": 1920.02, "end": 1920.14, "word": " هو", "probability": 0.98876953125}, {"start": 1920.14, "end": 1920.24, "word": " ال", "probability": 0.95556640625}, {"start": 1920.24, "end": 1920.46, "word": " input", "probability": 0.91796875}, {"start": 1920.46, "end": 1920.96, "word": " التاني", "probability": 0.9462890625}, {"start": 1920.96, "end": 1921.58, "word": " و", "probability": 0.8935546875}, {"start": 1921.58, "end": 1921.82, "word": " عشان", "probability": 0.8712565104166666}, {"start": 1921.82, "end": 1922.08, "word": " اوضح", "probability": 0.78802490234375}, {"start": 1922.08, "end": 1922.36, "word": " لكيها", "probability": 0.8319091796875}, {"start": 1922.36, "end": 1922.64, "word": " بشكل", "probability": 0.99169921875}, {"start": 1922.64, "end": 1922.94, "word": " أكبر", "probability": 0.9029947916666666}, {"start": 1922.94, "end": 1923.98, "word": " لو", "probability": 0.9404296875}, {"start": 1923.98, "end": 1924.92, "word": " قلنا", "probability": 0.8876953125}, {"start": 1924.92, "end": 1925.32, "word": " بدنا", "probability": 0.957275390625}, {"start": 1925.32, "end": 1925.96, "word": " نصنف", "probability": 0.9278564453125}, {"start": 1925.96, "end": 1926.42, "word": " لونين", "probability": 0.9625651041666666}, {"start": 1926.42, "end": 1927.2, "word": " لون", "probability": 0.910400390625}, {"start": 1927.2, "end": 1927.6, "word": " أحمر", "probability": 0.9571940104166666}, {"start": 1927.6, "end": 1927.82, "word": " و", "probability": 0.80078125}, {"start": 1927.82, "end": 1928.1, "word": " لون", "probability": 0.979736328125}, {"start": 1928.1, "end": 1928.96, "word": " أزرق", "probability": 0.8599853515625}, {"start": 1928.96, "end": 1929.3, "word": " بهذا", "probability": 0.9150390625}, {"start": 1929.3, "end": 1929.56, "word": " الشكل", "probability": 0.99365234375}, {"start": 1929.56, "end": 1929.68, "word": " اللي", "probability": 0.970947265625}, {"start": 1929.68, "end": 1929.82, "word": " احنا", "probability": 0.82861328125}, {"start": 1929.82, "end": 1930.2, "word": " شايفينه", "probability": 0.9828125}, {"start": 1930.2, "end": 1930.36, "word": " هاي", "probability": 0.362060546875}, {"start": 1930.36, "end": 1930.64, "word": " فياني", "probability": 0.6580403645833334}, {"start": 1930.64, "end": 1931.0, "word": " جلمين", "probability": 0.9436848958333334}, {"start": 1931.0, "end": 1931.68, "word": " ألوان", "probability": 0.970458984375}, {"start": 1931.68, "end": 1932.1, "word": " واحد", "probability": 0.9296875}, {"start": 1932.1, "end": 1932.36, "word": " أحمر", "probability": 0.98291015625}, {"start": 1932.36, "end": 1932.6, "word": " واحد", "probability": 0.8701171875}, {"start": 1932.6, "end": 1932.96, "word": " أزرق", "probability": 0.9644775390625}, {"start": 1932.96, "end": 1933.66, "word": " بكل", "probability": 0.96240234375}, {"start": 1933.66, "end": 1934.02, "word": " بساطة", "probability": 0.994384765625}, {"start": 1934.02, "end": 1934.32, "word": " ممكن", "probability": 0.986572265625}, {"start": 1934.32, "end": 1934.56, "word": " يكون", "probability": 0.994873046875}, {"start": 1934.56, "end": 1934.7, "word": " ال", "probability": 0.98779296875}, {"start": 1934.7, "end": 1934.94, "word": " input", "probability": 0.98779296875}, {"start": 1934.94, "end": 1935.44, "word": " تبعه", "probability": 0.940185546875}, {"start": 1935.44, "end": 1935.78, "word": " عبارة", "probability": 0.9913330078125}, {"start": 1935.78, "end": 1935.92, "word": " عن", "probability": 0.9931640625}, {"start": 1935.92, "end": 1936.42, "word": " تلاتة", "probability": 0.9639892578125}, {"start": 1936.42, "end": 1936.68, "word": " اللي", "probability": 0.979248046875}, {"start": 1936.68, "end": 1936.94, "word": " هي", "probability": 0.91552734375}, {"start": 1936.94, "end": 1937.1, "word": " ال", "probability": 0.8720703125}, {"start": 1937.1, "end": 1937.32, "word": " three", "probability": 0.8486328125}, {"start": 1937.32, "end": 1938.06, "word": " components", "probability": 0.91357421875}, {"start": 1938.06, "end": 1938.76, "word": " لللون", "probability": 0.6934407552083334}, {"start": 1938.76, "end": 1939.26, "word": " الرئيسي", "probability": 0.9912109375}, {"start": 1939.26, "end": 1939.74, "word": " هفترض", "probability": 0.9168701171875}, {"start": 1939.74, "end": 1939.92, "word": " أنه", "probability": 0.718017578125}, {"start": 1939.92, "end": 1940.24, "word": " جدش", "probability": 0.8421223958333334}], "temperature": 1.0}, {"id": 85, "seek": 196470, "start": 1940.74, "end": 1964.7, "text": "ال components بتاعة ال red و ال green و ال blue مش هيك الأزرق الأخضر و الأحمر جدش مكوناتها و بندخلها كأنها قيم هنا كأنها قيم بس أنا عارف أن القيم هذه تعبر عن اللون الأحمر القيم الأخرى التانية تعبر عن اللون الأزرق قيم تالتة تعبر عن لون آخر كل لون له التلت قيم لل three components بتاعة الألوان الأساسية تمام", "tokens": [6027, 6677, 39894, 995, 27884, 2423, 2182, 4032, 2423, 3092, 4032, 2423, 3344, 37893, 39896, 4117, 16247, 11622, 2288, 4587, 16247, 9778, 11242, 2288, 4032, 16247, 5016, 29973, 10874, 3215, 8592, 3714, 4117, 2407, 8315, 2655, 11296, 4032, 44945, 3215, 9778, 1211, 11296, 9122, 33456, 11296, 12174, 32640, 34105, 9122, 33456, 11296, 12174, 32640, 4724, 3794, 41850, 6225, 9640, 5172, 14739, 25062, 32640, 29538, 37279, 26890, 18871, 13672, 11536, 16247, 5016, 29973, 25062, 32640, 16247, 34740, 7578, 16712, 7649, 10632, 37279, 26890, 18871, 13672, 11536, 16247, 11622, 2288, 4587, 12174, 32640, 6055, 6027, 2655, 3660, 37279, 26890, 18871, 5296, 11536, 19753, 34740, 28242, 5296, 11536, 46740, 16712, 1211, 2655, 12174, 32640, 24976, 1045, 6677, 39894, 995, 27884, 16247, 1211, 2407, 7649, 16247, 3794, 32277, 10632, 46811, 10943], "avg_logprob": -0.15307617280632257, "compression_ratio": 2.1548117154811717, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 1940.74, "end": 1940.96, "word": "ال", "probability": 0.77197265625}, {"start": 1940.96, "end": 1941.54, "word": " components", "probability": 0.09100341796875}, {"start": 1941.54, "end": 1941.8, "word": " بتاعة", "probability": 0.7998046875}, {"start": 1941.8, "end": 1942.14, "word": " ال", "probability": 0.958984375}, {"start": 1942.14, "end": 1942.44, "word": " red", "probability": 0.54150390625}, {"start": 1942.44, "end": 1942.86, "word": " و", "probability": 0.37060546875}, {"start": 1942.86, "end": 1942.92, "word": " ال", "probability": 0.8056640625}, {"start": 1942.92, "end": 1943.22, "word": " green", "probability": 0.94775390625}, {"start": 1943.22, "end": 1943.56, "word": " و", "probability": 0.9794921875}, {"start": 1943.56, "end": 1943.64, "word": " ال", "probability": 0.94189453125}, {"start": 1943.64, "end": 1943.9, "word": " blue", "probability": 0.865234375}, {"start": 1943.9, "end": 1944.26, "word": " مش", "probability": 0.55029296875}, {"start": 1944.26, "end": 1944.7, "word": " هيك", "probability": 0.5887451171875}, {"start": 1944.7, "end": 1945.16, "word": " الأزرق", "probability": 0.913818359375}, {"start": 1945.16, "end": 1945.66, "word": " الأخضر", "probability": 0.94775390625}, {"start": 1945.66, "end": 1945.98, "word": " و", "probability": 0.55029296875}, {"start": 1945.98, "end": 1946.5, "word": " الأحمر", "probability": 0.9573567708333334}, {"start": 1946.5, "end": 1946.98, "word": " جدش", "probability": 0.630859375}, {"start": 1946.98, "end": 1947.72, "word": " مكوناتها", "probability": 0.8968912760416666}, {"start": 1947.72, "end": 1948.62, "word": " و", "probability": 0.68994140625}, {"start": 1948.62, "end": 1949.2, "word": " بندخلها", "probability": 0.939453125}, {"start": 1949.2, "end": 1949.7, "word": " كأنها", "probability": 0.8815104166666666}, {"start": 1949.7, "end": 1950.3, "word": " قيم", "probability": 0.98779296875}, {"start": 1950.3, "end": 1950.58, "word": " هنا", "probability": 0.978515625}, {"start": 1950.58, "end": 1951.08, "word": " كأنها", "probability": 0.9425455729166666}, {"start": 1951.08, "end": 1951.36, "word": " قيم", "probability": 0.989501953125}, {"start": 1951.36, "end": 1951.78, "word": " بس", "probability": 0.93212890625}, {"start": 1951.78, "end": 1951.92, "word": " أنا", "probability": 0.70947265625}, {"start": 1951.92, "end": 1952.18, "word": " عارف", "probability": 0.9925130208333334}, {"start": 1952.18, "end": 1952.26, "word": " أن", "probability": 0.54150390625}, {"start": 1952.26, "end": 1952.58, "word": " القيم", "probability": 0.9677734375}, {"start": 1952.58, "end": 1952.74, "word": " هذه", "probability": 0.5263671875}, {"start": 1952.74, "end": 1953.18, "word": " تعبر", "probability": 0.830078125}, {"start": 1953.18, "end": 1953.34, "word": " عن", "probability": 0.98681640625}, {"start": 1953.34, "end": 1953.58, "word": " اللون", "probability": 0.98974609375}, {"start": 1953.58, "end": 1954.02, "word": " الأحمر", "probability": 0.9923502604166666}, {"start": 1954.02, "end": 1954.76, "word": " القيم", "probability": 0.968017578125}, {"start": 1954.76, "end": 1955.74, "word": " الأخرى", "probability": 0.8966471354166666}, {"start": 1955.74, "end": 1956.06, "word": " التانية", "probability": 0.962890625}, {"start": 1956.06, "end": 1956.48, "word": " تعبر", "probability": 0.916748046875}, {"start": 1956.48, "end": 1956.62, "word": " عن", "probability": 0.98974609375}, {"start": 1956.62, "end": 1956.82, "word": " اللون", "probability": 0.9912109375}, {"start": 1956.82, "end": 1957.24, "word": " الأزرق", "probability": 0.9931640625}, {"start": 1957.24, "end": 1957.66, "word": " قيم", "probability": 0.94189453125}, {"start": 1957.66, "end": 1958.0, "word": " تالتة", "probability": 0.8936767578125}, {"start": 1958.0, "end": 1958.34, "word": " تعبر", "probability": 0.95166015625}, {"start": 1958.34, "end": 1958.46, "word": " عن", "probability": 0.984375}, {"start": 1958.46, "end": 1958.64, "word": " لون", "probability": 0.924560546875}, {"start": 1958.64, "end": 1958.98, "word": " آخر", "probability": 0.87255859375}, {"start": 1958.98, "end": 1959.58, "word": " كل", "probability": 0.955078125}, {"start": 1959.58, "end": 1959.8, "word": " لون", "probability": 0.924072265625}, {"start": 1959.8, "end": 1960.08, "word": " له", "probability": 0.74462890625}, {"start": 1960.08, "end": 1960.72, "word": " التلت", "probability": 0.7594401041666666}, {"start": 1960.72, "end": 1961.26, "word": " قيم", "probability": 0.986328125}, {"start": 1961.26, "end": 1961.5, "word": " لل", "probability": 0.46923828125}, {"start": 1961.5, "end": 1961.86, "word": " three", "probability": 0.80908203125}, {"start": 1961.86, "end": 1962.48, "word": " components", "probability": 0.90576171875}, {"start": 1962.48, "end": 1963.16, "word": " بتاعة", "probability": 0.9542643229166666}, {"start": 1963.16, "end": 1963.56, "word": " الألوان", "probability": 0.9912109375}, {"start": 1963.56, "end": 1964.18, "word": " الأساسية", "probability": 0.9827880859375}, {"start": 1964.18, "end": 1964.7, "word": " تمام", "probability": 0.9697265625}], "temperature": 1.0}, {"id": 86, "seek": 198429, "start": 1965.33, "end": 1984.29, "text": "فهذا مجموعة ال input ساعتنا الان ال weights هذه مين أفضل weights أنا مش عارف وهذا هو المطلوب في عملية ال learning عشان يكون لها قيمة قيم في الأول بعطيها بحطها randomly بنحطها قيم في البداية randomly و بعدين بنعدل بناء على ذلك فالقيم ال randomly هذه هنقول", "tokens": [5172, 3224, 15730, 3714, 7435, 2304, 45367, 3660, 2423, 4846, 8608, 995, 34268, 8315, 2423, 7649, 2423, 17443, 29538, 3714, 9957, 5551, 5172, 11242, 1211, 17443, 41850, 37893, 6225, 9640, 5172, 37037, 15730, 31439, 9673, 9566, 1211, 37746, 8978, 6225, 42213, 10632, 2423, 2539, 6225, 8592, 7649, 7251, 30544, 5296, 11296, 12174, 32640, 3660, 12174, 32640, 8978, 16247, 12610, 45030, 9566, 1829, 11296, 4724, 5016, 9566, 11296, 16979, 44945, 5016, 9566, 11296, 12174, 32640, 8978, 29739, 28259, 10632, 16979, 4032, 39182, 9957, 44945, 22488, 1211, 44945, 16606, 15844, 29910, 23275, 6156, 6027, 4587, 32640, 2423, 16979, 29538, 8032, 1863, 39648], "avg_logprob": -0.19043936292723854, "compression_ratio": 1.774891774891775, "no_speech_prob": 7.212162017822266e-06, "words": [{"start": 1965.33, "end": 1965.83, "word": "فهذا", "probability": 0.7301432291666666}, {"start": 1965.83, "end": 1966.83, "word": " مجموعة", "probability": 0.79619140625}, {"start": 1966.83, "end": 1966.89, "word": " ال", "probability": 0.896484375}, {"start": 1966.89, "end": 1967.07, "word": " input", "probability": 0.74609375}, {"start": 1967.07, "end": 1967.47, "word": " ساعتنا", "probability": 0.83154296875}, {"start": 1967.47, "end": 1967.99, "word": " الان", "probability": 0.28759765625}, {"start": 1967.99, "end": 1968.29, "word": " ال", "probability": 0.89599609375}, {"start": 1968.29, "end": 1968.59, "word": " weights", "probability": 0.79345703125}, {"start": 1968.59, "end": 1968.89, "word": " هذه", "probability": 0.473388671875}, {"start": 1968.89, "end": 1969.11, "word": " مين", "probability": 0.796875}, {"start": 1969.11, "end": 1969.45, "word": " أفضل", "probability": 0.8828125}, {"start": 1969.45, "end": 1969.85, "word": " weights", "probability": 0.427734375}, {"start": 1969.85, "end": 1970.03, "word": " أنا", "probability": 0.5927734375}, {"start": 1970.03, "end": 1970.19, "word": " مش", "probability": 0.9345703125}, {"start": 1970.19, "end": 1970.97, "word": " عارف", "probability": 0.9934895833333334}, {"start": 1970.97, "end": 1971.31, "word": " وهذا", "probability": 0.7529296875}, {"start": 1971.31, "end": 1971.43, "word": " هو", "probability": 0.841796875}, {"start": 1971.43, "end": 1971.81, "word": " المطلوب", "probability": 0.980712890625}, {"start": 1971.81, "end": 1971.93, "word": " في", "probability": 0.9501953125}, {"start": 1971.93, "end": 1972.23, "word": " عملية", "probability": 0.9742838541666666}, {"start": 1972.23, "end": 1972.41, "word": " ال", "probability": 0.8115234375}, {"start": 1972.41, "end": 1972.77, "word": " learning", "probability": 0.951171875}, {"start": 1972.77, "end": 1973.59, "word": " عشان", "probability": 0.9501953125}, {"start": 1973.59, "end": 1974.67, "word": " يكون", "probability": 0.95703125}, {"start": 1974.67, "end": 1974.87, "word": " لها", "probability": 0.885986328125}, {"start": 1974.87, "end": 1975.35, "word": " قيمة", "probability": 0.9357096354166666}, {"start": 1975.35, "end": 1975.83, "word": " قيم", "probability": 0.8017578125}, {"start": 1975.83, "end": 1975.99, "word": " في", "probability": 0.89111328125}, {"start": 1975.99, "end": 1976.33, "word": " الأول", "probability": 0.978271484375}, {"start": 1976.33, "end": 1976.83, "word": " بعطيها", "probability": 0.84552001953125}, {"start": 1976.83, "end": 1977.21, "word": " بحطها", "probability": 0.9000244140625}, {"start": 1977.21, "end": 1977.63, "word": " randomly", "probability": 0.59765625}, {"start": 1977.63, "end": 1978.67, "word": " بنحطها", "probability": 0.8507080078125}, {"start": 1978.67, "end": 1978.91, "word": " قيم", "probability": 0.976318359375}, {"start": 1978.91, "end": 1979.29, "word": " في", "probability": 0.95068359375}, {"start": 1979.29, "end": 1979.71, "word": " البداية", "probability": 0.98828125}, {"start": 1979.71, "end": 1980.17, "word": " randomly", "probability": 0.63232421875}, {"start": 1980.17, "end": 1980.53, "word": " و", "probability": 0.451904296875}, {"start": 1980.53, "end": 1980.75, "word": " بعدين", "probability": 0.953125}, {"start": 1980.75, "end": 1981.27, "word": " بنعدل", "probability": 0.86962890625}, {"start": 1981.27, "end": 1981.55, "word": " بناء", "probability": 0.852294921875}, {"start": 1981.55, "end": 1981.71, "word": " على", "probability": 0.69775390625}, {"start": 1981.71, "end": 1982.01, "word": " ذلك", "probability": 0.989990234375}, {"start": 1982.01, "end": 1982.69, "word": " فالقيم", "probability": 0.8839111328125}, {"start": 1982.69, "end": 1982.79, "word": " ال", "probability": 0.87158203125}, {"start": 1982.79, "end": 1983.07, "word": " randomly", "probability": 0.90283203125}, {"start": 1983.07, "end": 1983.47, "word": " هذه", "probability": 0.794921875}, {"start": 1983.47, "end": 1984.29, "word": " هنقول", "probability": 0.9039713541666666}], "temperature": 1.0}, {"id": 87, "seek": 201284, "start": 1985.14, "end": 2012.84, "text": "من minus نص لنص فبتكون قيم صغيرة ماتكونش قيم كتير كبيرة ويعني لو بدنا نغوص أكتر بدنا نقول كمان ماتكونش Zero ماتكونش Zero لأنه مابديش أنا اللي أحكم عليها تكون Zero قد يكون ال training أثناء ال training و التعلم هي تروح ل Zero بس مش أنا اللي بحطها Zero مش احنا اللي بنبدأها ب Zero طيب الآن ضربنا في مجموعة ال weights هذه واللي زي ما قلنا انا حاططهم Randomly يعني", "tokens": [27842, 3175, 8717, 9381, 5296, 1863, 9381, 6156, 3555, 2655, 30544, 12174, 32640, 20328, 17082, 48923, 3714, 9307, 30544, 8592, 12174, 32640, 9122, 2655, 13546, 9122, 3555, 48923, 4032, 40228, 22653, 45164, 47525, 8315, 8717, 17082, 2407, 9381, 5551, 4117, 2655, 2288, 47525, 8315, 8717, 39648, 9122, 2304, 7649, 3714, 9307, 30544, 8592, 17182, 3714, 9307, 30544, 8592, 17182, 5296, 33456, 3224, 3714, 16758, 16254, 8592, 41850, 13672, 1829, 5551, 5016, 24793, 25894, 11296, 6055, 30544, 17182, 12174, 3215, 7251, 30544, 2423, 3097, 5551, 12984, 1863, 16606, 2423, 3097, 4032, 16712, 3615, 19528, 39896, 6055, 32887, 5016, 5296, 17182, 4724, 3794, 37893, 41850, 13672, 1829, 4724, 5016, 9566, 11296, 17182, 37893, 1975, 5016, 8315, 13672, 1829, 44945, 44510, 10721, 11296, 4724, 17182, 23032, 1829, 3555, 6024, 48506, 48812, 25513, 8315, 8978, 3714, 7435, 2304, 2407, 27884, 2423, 17443, 29538, 16070, 20292, 30767, 1829, 19446, 12174, 1211, 8315, 1975, 8315, 11331, 41193, 9566, 16095, 37603, 356, 37495, 22653], "avg_logprob": -0.14754746222420584, "compression_ratio": 1.9633333333333334, "no_speech_prob": 1.2516975402832031e-06, "words": [{"start": 1985.14, "end": 1985.5, "word": "من", "probability": 0.845703125}, {"start": 1985.5, "end": 1986.12, "word": " minus", "probability": 0.176513671875}, {"start": 1986.12, "end": 1986.58, "word": " نص", "probability": 0.95703125}, {"start": 1986.58, "end": 1987.14, "word": " لنص", "probability": 0.8943684895833334}, {"start": 1987.14, "end": 1987.8, "word": " فبتكون", "probability": 0.8704833984375}, {"start": 1987.8, "end": 1988.04, "word": " قيم", "probability": 0.908447265625}, {"start": 1988.04, "end": 1988.64, "word": " صغيرة", "probability": 0.9837239583333334}, {"start": 1988.64, "end": 1989.16, "word": " ماتكونش", "probability": 0.7969970703125}, {"start": 1989.16, "end": 1989.34, "word": " قيم", "probability": 0.913818359375}, {"start": 1989.34, "end": 1989.62, "word": " كتير", "probability": 0.95947265625}, {"start": 1989.62, "end": 1989.94, "word": " كبيرة", "probability": 0.9742838541666666}, {"start": 1989.94, "end": 1991.26, "word": " ويعني", "probability": 0.7828776041666666}, {"start": 1991.26, "end": 1991.52, "word": " لو", "probability": 0.962890625}, {"start": 1991.52, "end": 1991.74, "word": " بدنا", "probability": 0.97509765625}, {"start": 1991.74, "end": 1992.02, "word": " نغوص", "probability": 0.8720703125}, {"start": 1992.02, "end": 1992.4, "word": " أكتر", "probability": 0.91455078125}, {"start": 1992.4, "end": 1992.88, "word": " بدنا", "probability": 0.81005859375}, {"start": 1992.88, "end": 1993.14, "word": " نقول", "probability": 0.99267578125}, {"start": 1993.14, "end": 1993.42, "word": " كمان", "probability": 0.9479166666666666}, {"start": 1993.42, "end": 1993.84, "word": " ماتكونش", "probability": 0.83349609375}, {"start": 1993.84, "end": 1994.16, "word": " Zero", "probability": 0.3125}, {"start": 1994.16, "end": 1994.88, "word": " ماتكونش", "probability": 0.81781005859375}, {"start": 1994.88, "end": 1995.54, "word": " Zero", "probability": 0.93896484375}, {"start": 1995.54, "end": 1996.3, "word": " لأنه", "probability": 0.8304036458333334}, {"start": 1996.3, "end": 1996.54, "word": " مابديش", "probability": 0.63726806640625}, {"start": 1996.54, "end": 1996.68, "word": " أنا", "probability": 0.51220703125}, {"start": 1996.68, "end": 1996.78, "word": " اللي", "probability": 0.962646484375}, {"start": 1996.78, "end": 1996.98, "word": " أحكم", "probability": 0.8987630208333334}, {"start": 1996.98, "end": 1997.18, "word": " عليها", "probability": 0.96484375}, {"start": 1997.18, "end": 1997.42, "word": " تكون", "probability": 0.974365234375}, {"start": 1997.42, "end": 1997.7, "word": " Zero", "probability": 0.95166015625}, {"start": 1997.7, "end": 1998.14, "word": " قد", "probability": 0.980224609375}, {"start": 1998.14, "end": 1998.4, "word": " يكون", "probability": 0.98583984375}, {"start": 1998.4, "end": 1998.52, "word": " ال", "probability": 0.42578125}, {"start": 1998.52, "end": 1999.0, "word": " training", "probability": 0.8017578125}, {"start": 1999.0, "end": 1999.36, "word": " أثناء", "probability": 0.966064453125}, {"start": 1999.36, "end": 1999.46, "word": " ال", "probability": 0.95703125}, {"start": 1999.46, "end": 1999.88, "word": " training", "probability": 0.91455078125}, {"start": 1999.88, "end": 2000.18, "word": " و", "probability": 0.7412109375}, {"start": 2000.18, "end": 2000.74, "word": " التعلم", "probability": 0.955078125}, {"start": 2000.74, "end": 2001.36, "word": " هي", "probability": 0.89990234375}, {"start": 2001.36, "end": 2001.66, "word": " تروح", "probability": 0.9944661458333334}, {"start": 2001.66, "end": 2001.76, "word": " ل", "probability": 0.9228515625}, {"start": 2001.76, "end": 2002.02, "word": " Zero", "probability": 0.8662109375}, {"start": 2002.02, "end": 2002.46, "word": " بس", "probability": 0.964599609375}, {"start": 2002.46, "end": 2002.64, "word": " مش", "probability": 0.97412109375}, {"start": 2002.64, "end": 2002.8, "word": " أنا", "probability": 0.77294921875}, {"start": 2002.8, "end": 2002.92, "word": " اللي", "probability": 0.99072265625}, {"start": 2002.92, "end": 2003.26, "word": " بحطها", "probability": 0.9754638671875}, {"start": 2003.26, "end": 2003.52, "word": " Zero", "probability": 0.96435546875}, {"start": 2003.52, "end": 2003.9, "word": " مش", "probability": 0.9345703125}, {"start": 2003.9, "end": 2004.1, "word": " احنا", "probability": 0.8889973958333334}, {"start": 2004.1, "end": 2004.2, "word": " اللي", "probability": 0.994384765625}, {"start": 2004.2, "end": 2004.72, "word": " بنبدأها", "probability": 0.9189453125}, {"start": 2004.72, "end": 2005.2, "word": " ب", "probability": 0.8662109375}, {"start": 2005.2, "end": 2005.44, "word": " Zero", "probability": 0.9150390625}, {"start": 2005.44, "end": 2006.28, "word": " طيب", "probability": 0.9788411458333334}, {"start": 2006.28, "end": 2007.28, "word": " الآن", "probability": 0.66455078125}, {"start": 2007.28, "end": 2008.56, "word": " ضربنا", "probability": 0.9855143229166666}, {"start": 2008.56, "end": 2008.8, "word": " في", "probability": 0.95458984375}, {"start": 2008.8, "end": 2009.14, "word": " مجموعة", "probability": 0.94326171875}, {"start": 2009.14, "end": 2009.32, "word": " ال", "probability": 0.9970703125}, {"start": 2009.32, "end": 2009.62, "word": " weights", "probability": 0.7080078125}, {"start": 2009.62, "end": 2010.06, "word": " هذه", "probability": 0.7724609375}, {"start": 2010.06, "end": 2010.6, "word": " واللي", "probability": 0.758544921875}, {"start": 2010.6, "end": 2010.74, "word": " زي", "probability": 0.9892578125}, {"start": 2010.74, "end": 2010.84, "word": " ما", "probability": 0.990234375}, {"start": 2010.84, "end": 2011.1, "word": " قلنا", "probability": 0.8857421875}, {"start": 2011.1, "end": 2011.46, "word": " انا", "probability": 0.75927734375}, {"start": 2011.46, "end": 2011.8, "word": " حاططهم", "probability": 0.82086181640625}, {"start": 2011.8, "end": 2012.24, "word": " Randomly", "probability": 0.758544921875}, {"start": 2012.24, "end": 2012.84, "word": " يعني", "probability": 0.939453125}], "temperature": 1.0}, {"id": 88, "seek": 204262, "start": 2013.62, "end": 2042.62, "text": "خلّيني أقولكوا 99.99% إن هي خطأ، إن هي أساسا مش هذا ال optimal، مش هذا الأفضل، ضربناهم و طلعنا هنا ناتج، هيطلع عند هنا ال Y، ال Y، كويس، ال Y هذه أنا مسبقا لما أعطيت ال input هذا، أنا ماعطيه جدش لازم يطلع، قلتله إذا كان الصورة الأولى المفروض يطلع ليه واحد، طيب الواحد هذا إيش يسمى؟ يسمى Y desired،", "tokens": [9778, 1211, 11703, 9957, 1829, 5551, 39648, 4117, 14407, 11803, 13, 8494, 4, 36145, 39896, 16490, 9566, 10721, 12399, 36145, 39896, 5551, 3794, 32277, 995, 37893, 23758, 2423, 16252, 12399, 37893, 23758, 16247, 5172, 11242, 1211, 12399, 48812, 25513, 8315, 16095, 4032, 23032, 1211, 3615, 8315, 34105, 8717, 9307, 7435, 12399, 39896, 9566, 1211, 3615, 43242, 34105, 2423, 398, 12399, 2423, 398, 12399, 9122, 45865, 3794, 12399, 2423, 398, 29538, 41850, 3714, 35457, 4587, 995, 5296, 15042, 5551, 3615, 9566, 36081, 2423, 4846, 23758, 12399, 41850, 19446, 3615, 9566, 1829, 3224, 10874, 3215, 8592, 5296, 31377, 2304, 7251, 9566, 1211, 3615, 12399, 12174, 1211, 2655, 43761, 11933, 15730, 25961, 31767, 13063, 3660, 16247, 12610, 7578, 9673, 5172, 32887, 11242, 7251, 9566, 1211, 3615, 32239, 3224, 36764, 24401, 12399, 23032, 1829, 3555, 2423, 14407, 24401, 23758, 11933, 1829, 8592, 7251, 38251, 7578, 22807, 7251, 38251, 7578, 398, 14721, 12399], "avg_logprob": -0.16998741330716433, "compression_ratio": 1.784452296819788, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2013.62, "end": 2013.96, "word": "خلّيني", "probability": 0.85927734375}, {"start": 2013.96, "end": 2014.36, "word": " أقولكوا", "probability": 0.81256103515625}, {"start": 2014.36, "end": 2014.74, "word": " 99", "probability": 0.9111328125}, {"start": 2014.74, "end": 2015.82, "word": ".99", "probability": 0.946533203125}, {"start": 2015.82, "end": 2016.42, "word": "%", "probability": 0.9072265625}, {"start": 2016.42, "end": 2016.92, "word": " إن", "probability": 0.5595703125}, {"start": 2016.92, "end": 2017.08, "word": " هي", "probability": 0.28369140625}, {"start": 2017.08, "end": 2018.18, "word": " خطأ،", "probability": 0.8023681640625}, {"start": 2018.18, "end": 2018.3, "word": " إن", "probability": 0.9140625}, {"start": 2018.3, "end": 2018.5, "word": " هي", "probability": 0.78759765625}, {"start": 2018.5, "end": 2018.92, "word": " أساسا", "probability": 0.906494140625}, {"start": 2018.92, "end": 2019.06, "word": " مش", "probability": 0.4970703125}, {"start": 2019.06, "end": 2019.26, "word": " هذا", "probability": 0.322998046875}, {"start": 2019.26, "end": 2019.36, "word": " ال", "probability": 0.826171875}, {"start": 2019.36, "end": 2019.74, "word": " optimal،", "probability": 0.624755859375}, {"start": 2019.74, "end": 2019.78, "word": " مش", "probability": 0.96875}, {"start": 2019.78, "end": 2019.94, "word": " هذا", "probability": 0.93798828125}, {"start": 2019.94, "end": 2021.08, "word": " الأفضل،", "probability": 0.91845703125}, {"start": 2021.08, "end": 2021.76, "word": " ضربناهم", "probability": 0.97900390625}, {"start": 2021.76, "end": 2021.9, "word": " و", "probability": 0.88134765625}, {"start": 2021.9, "end": 2022.24, "word": " طلعنا", "probability": 0.893798828125}, {"start": 2022.24, "end": 2022.42, "word": " هنا", "probability": 0.97705078125}, {"start": 2022.42, "end": 2022.96, "word": " ناتج،", "probability": 0.9771728515625}, {"start": 2022.96, "end": 2023.3, "word": " هيطلع", "probability": 0.8499755859375}, {"start": 2023.3, "end": 2023.48, "word": " عند", "probability": 0.86474609375}, {"start": 2023.48, "end": 2023.76, "word": " هنا", "probability": 0.64404296875}, {"start": 2023.76, "end": 2024.74, "word": " ال", "probability": 0.9873046875}, {"start": 2024.74, "end": 2025.7, "word": " Y،", "probability": 0.6046142578125}, {"start": 2025.7, "end": 2026.02, "word": " ال", "probability": 0.9677734375}, {"start": 2026.02, "end": 2027.32, "word": " Y،", "probability": 0.82763671875}, {"start": 2027.32, "end": 2028.3, "word": " كويس،", "probability": 0.882080078125}, {"start": 2028.3, "end": 2028.5, "word": " ال", "probability": 0.99609375}, {"start": 2028.5, "end": 2028.68, "word": " Y", "probability": 0.96826171875}, {"start": 2028.68, "end": 2029.0, "word": " هذه", "probability": 0.46142578125}, {"start": 2029.0, "end": 2029.38, "word": " أنا", "probability": 0.818359375}, {"start": 2029.38, "end": 2029.98, "word": " مسبقا", "probability": 0.8948974609375}, {"start": 2029.98, "end": 2030.2, "word": " لما", "probability": 0.77880859375}, {"start": 2030.2, "end": 2030.5, "word": " أعطيت", "probability": 0.9361572265625}, {"start": 2030.5, "end": 2030.66, "word": " ال", "probability": 0.86572265625}, {"start": 2030.66, "end": 2031.04, "word": " input", "probability": 0.97265625}, {"start": 2031.04, "end": 2031.7, "word": " هذا،", "probability": 0.798095703125}, {"start": 2031.7, "end": 2031.9, "word": " أنا", "probability": 0.9306640625}, {"start": 2031.9, "end": 2032.3, "word": " ماعطيه", "probability": 0.9314453125}, {"start": 2032.3, "end": 2032.58, "word": " جدش", "probability": 0.7493489583333334}, {"start": 2032.58, "end": 2032.82, "word": " لازم", "probability": 0.9918619791666666}, {"start": 2032.82, "end": 2033.9, "word": " يطلع،", "probability": 0.99287109375}, {"start": 2033.9, "end": 2034.48, "word": " قلتله", "probability": 0.90234375}, {"start": 2034.48, "end": 2034.72, "word": " إذا", "probability": 0.89306640625}, {"start": 2034.72, "end": 2034.94, "word": " كان", "probability": 0.99853515625}, {"start": 2034.94, "end": 2035.5, "word": " الصورة", "probability": 0.9855143229166666}, {"start": 2035.5, "end": 2036.76, "word": " الأولى", "probability": 0.9900716145833334}, {"start": 2036.76, "end": 2037.1, "word": " المفروض", "probability": 0.89404296875}, {"start": 2037.1, "end": 2037.46, "word": " يطلع", "probability": 0.9556884765625}, {"start": 2037.46, "end": 2037.72, "word": " ليه", "probability": 0.616943359375}, {"start": 2037.72, "end": 2038.92, "word": " واحد،", "probability": 0.8837890625}, {"start": 2038.92, "end": 2039.06, "word": " طيب", "probability": 0.8181966145833334}, {"start": 2039.06, "end": 2039.36, "word": " الواحد", "probability": 0.8806966145833334}, {"start": 2039.36, "end": 2039.52, "word": " هذا", "probability": 0.463623046875}, {"start": 2039.52, "end": 2039.7, "word": " إيش", "probability": 0.8790690104166666}, {"start": 2039.7, "end": 2040.3, "word": " يسمى؟", "probability": 0.9127197265625}, {"start": 2040.3, "end": 2040.88, "word": " يسمى", "probability": 0.9734700520833334}, {"start": 2040.88, "end": 2041.44, "word": " Y", "probability": 0.638671875}, {"start": 2041.44, "end": 2042.62, "word": " desired،", "probability": 0.794189453125}], "temperature": 1.0}, {"id": 89, "seek": 206994, "start": 2043.56, "end": 2069.94, "text": "الـ Y المطلوب أنا إيش بدي إياه يعمل؟ بدي إياه يطلع لي واحد بدي إياه يطلع واحد أما إذا أعطيتك الصورة التانية طلعلي الـ Y دي هذا minus واحد فإذا دائما فيه هيكون عندى قيمتين هنا قيمة مطلوبة وقيمة حقيقية الـ Actual هاي الـ Actual تمام الآن أنا عارف إنه العملية اللي أنا عملتها من input لل output هتعملت في ال iteration الأولى", "tokens": [6027, 39184, 398, 9673, 9566, 1211, 37746, 41850, 11933, 1829, 8592, 4724, 16254, 11933, 25528, 3224, 7251, 25957, 1211, 22807, 4724, 16254, 11933, 25528, 3224, 7251, 9566, 1211, 3615, 32239, 36764, 24401, 4724, 16254, 11933, 25528, 3224, 7251, 9566, 1211, 3615, 36764, 24401, 5551, 15042, 11933, 15730, 5551, 3615, 9566, 36081, 4117, 31767, 13063, 3660, 16712, 7649, 10632, 23032, 1211, 3615, 20292, 2423, 39184, 398, 11778, 1829, 23758, 3175, 36764, 24401, 6156, 28814, 15730, 11778, 16373, 15042, 8978, 3224, 39896, 30544, 43242, 7578, 12174, 32640, 2655, 9957, 34105, 12174, 32640, 3660, 3714, 9566, 1211, 37746, 3660, 4032, 4587, 32640, 3660, 11331, 38436, 4587, 10632, 2423, 39184, 3251, 901, 8032, 47302, 2423, 39184, 3251, 901, 46811, 10943, 6024, 48506, 41850, 6225, 9640, 5172, 36145, 3224, 18863, 42213, 10632, 13672, 1829, 41850, 6225, 42213, 2655, 11296, 9154, 4846, 24976, 5598, 8032, 2655, 25957, 1211, 2655, 8978, 2423, 24784, 16247, 12610, 7578], "avg_logprob": -0.18812500576178232, "compression_ratio": 1.960144927536232, "no_speech_prob": 3.5762786865234375e-07, "words": [{"start": 2043.56, "end": 2043.88, "word": "الـ", "probability": 0.6328125}, {"start": 2043.88, "end": 2044.04, "word": " Y", "probability": 0.468994140625}, {"start": 2044.04, "end": 2044.72, "word": " المطلوب", "probability": 0.967529296875}, {"start": 2044.72, "end": 2045.08, "word": " أنا", "probability": 0.2047119140625}, {"start": 2045.08, "end": 2045.28, "word": " إيش", "probability": 0.8912760416666666}, {"start": 2045.28, "end": 2045.56, "word": " بدي", "probability": 0.84765625}, {"start": 2045.56, "end": 2045.66, "word": " إياه", "probability": 0.6845703125}, {"start": 2045.66, "end": 2046.38, "word": " يعمل؟", "probability": 0.8719482421875}, {"start": 2046.38, "end": 2046.62, "word": " بدي", "probability": 0.938232421875}, {"start": 2046.62, "end": 2046.76, "word": " إياه", "probability": 0.9638671875}, {"start": 2046.76, "end": 2047.12, "word": " يطلع", "probability": 0.9453125}, {"start": 2047.12, "end": 2047.26, "word": " لي", "probability": 0.68701171875}, {"start": 2047.26, "end": 2047.68, "word": " واحد", "probability": 0.822509765625}, {"start": 2047.68, "end": 2048.44, "word": " بدي", "probability": 0.6153564453125}, {"start": 2048.44, "end": 2048.5, "word": " إياه", "probability": 0.97900390625}, {"start": 2048.5, "end": 2048.74, "word": " يطلع", "probability": 0.9940185546875}, {"start": 2048.74, "end": 2049.06, "word": " واحد", "probability": 0.98876953125}, {"start": 2049.06, "end": 2050.06, "word": " أما", "probability": 0.935546875}, {"start": 2050.06, "end": 2050.24, "word": " إذا", "probability": 0.968017578125}, {"start": 2050.24, "end": 2050.54, "word": " أعطيتك", "probability": 0.91708984375}, {"start": 2050.54, "end": 2050.9, "word": " الصورة", "probability": 0.9879557291666666}, {"start": 2050.9, "end": 2051.38, "word": " التانية", "probability": 0.9397786458333334}, {"start": 2051.38, "end": 2052.3, "word": " طلعلي", "probability": 0.7496337890625}, {"start": 2052.3, "end": 2052.78, "word": " الـ", "probability": 0.79638671875}, {"start": 2052.78, "end": 2052.96, "word": " Y", "probability": 0.5966796875}, {"start": 2052.96, "end": 2053.08, "word": " دي", "probability": 0.8505859375}, {"start": 2053.08, "end": 2053.24, "word": " هذا", "probability": 0.66015625}, {"start": 2053.24, "end": 2053.56, "word": " minus", "probability": 0.52099609375}, {"start": 2053.56, "end": 2053.98, "word": " واحد", "probability": 0.8349609375}, {"start": 2053.98, "end": 2054.46, "word": " فإذا", "probability": 0.8810221354166666}, {"start": 2054.46, "end": 2054.88, "word": " دائما", "probability": 0.87939453125}, {"start": 2054.88, "end": 2055.12, "word": " فيه", "probability": 0.64892578125}, {"start": 2055.12, "end": 2055.4, "word": " هيكون", "probability": 0.7724609375}, {"start": 2055.4, "end": 2055.66, "word": " عندى", "probability": 0.5494384765625}, {"start": 2055.66, "end": 2056.04, "word": " قيمتين", "probability": 0.98046875}, {"start": 2056.04, "end": 2056.24, "word": " هنا", "probability": 0.98193359375}, {"start": 2056.24, "end": 2056.82, "word": " قيمة", "probability": 0.9820963541666666}, {"start": 2056.82, "end": 2057.42, "word": " مطلوبة", "probability": 0.9818359375}, {"start": 2057.42, "end": 2058.04, "word": " وقيمة", "probability": 0.9234619140625}, {"start": 2058.04, "end": 2058.72, "word": " حقيقية", "probability": 0.9910888671875}, {"start": 2058.72, "end": 2059.14, "word": " الـ", "probability": 0.797119140625}, {"start": 2059.14, "end": 2059.5, "word": " Actual", "probability": 0.7105712890625}, {"start": 2059.5, "end": 2059.9, "word": " هاي", "probability": 0.5567626953125}, {"start": 2059.9, "end": 2060.06, "word": " الـ", "probability": 0.911865234375}, {"start": 2060.06, "end": 2060.4, "word": " Actual", "probability": 0.95068359375}, {"start": 2060.4, "end": 2061.76, "word": " تمام", "probability": 0.933837890625}, {"start": 2061.76, "end": 2062.22, "word": " الآن", "probability": 0.6849365234375}, {"start": 2062.22, "end": 2063.14, "word": " أنا", "probability": 0.884765625}, {"start": 2063.14, "end": 2063.42, "word": " عارف", "probability": 0.9894205729166666}, {"start": 2063.42, "end": 2063.76, "word": " إنه", "probability": 0.737548828125}, {"start": 2063.76, "end": 2064.44, "word": " العملية", "probability": 0.9700520833333334}, {"start": 2064.44, "end": 2064.56, "word": " اللي", "probability": 0.894287109375}, {"start": 2064.56, "end": 2064.68, "word": " أنا", "probability": 0.84423828125}, {"start": 2064.68, "end": 2065.22, "word": " عملتها", "probability": 0.9896240234375}, {"start": 2065.22, "end": 2065.54, "word": " من", "probability": 0.9931640625}, {"start": 2065.54, "end": 2066.14, "word": " input", "probability": 0.8115234375}, {"start": 2066.14, "end": 2066.36, "word": " لل", "probability": 0.410400390625}, {"start": 2066.36, "end": 2066.86, "word": " output", "probability": 0.95703125}, {"start": 2066.86, "end": 2068.22, "word": " هتعملت", "probability": 0.555322265625}, {"start": 2068.22, "end": 2068.44, "word": " في", "probability": 0.92529296875}, {"start": 2068.44, "end": 2068.94, "word": " ال", "probability": 0.9755859375}, {"start": 2068.94, "end": 2069.3, "word": " iteration", "probability": 0.61669921875}, {"start": 2069.3, "end": 2069.94, "word": " الأولى", "probability": 0.9861653645833334}], "temperature": 1.0}, {"id": 90, "seek": 209891, "start": 2070.93, "end": 2098.91, "text": "مبدأيا اشتغلناها هل هي صح؟ أكيد لأ يعني الأكيد هذا مش مائة في المائة ولكن يعني الصدفة هتكون معجزة أنه ارمي random values يطلعوا يطلعوا مظبوطين من أول مرة المهم فحتر بناء على ذلك و هنشوف كيف نعدل قيم ال W هدول طيب بعد ما نعدل هنرجع نعيد نفس الكلام نرجع ندخل الصورة الأولى عشان أتأكد هل هي أصبحت", "tokens": [2304, 44510, 10721, 25528, 1975, 8592, 2655, 17082, 1211, 8315, 11296, 8032, 1211, 39896, 20328, 5016, 22807, 5551, 4117, 25708, 5296, 10721, 37495, 22653, 16247, 4117, 25708, 23758, 37893, 3714, 16373, 3660, 8978, 9673, 16373, 3660, 35525, 19452, 37495, 22653, 31767, 3215, 5172, 3660, 8032, 2655, 30544, 20449, 7435, 11622, 3660, 14739, 3224, 1975, 2288, 2304, 1829, 4974, 4190, 7251, 9566, 1211, 3615, 14407, 7251, 9566, 1211, 3615, 14407, 3714, 19913, 3555, 2407, 9566, 9957, 9154, 5551, 12610, 3714, 25720, 9673, 16095, 6156, 33753, 2288, 44945, 16606, 15844, 29910, 23275, 4032, 8032, 1863, 8592, 38688, 9122, 33911, 8717, 22488, 1211, 12174, 32640, 2423, 343, 8032, 3215, 12610, 23032, 1829, 3555, 39182, 19446, 8717, 22488, 1211, 8032, 1863, 47341, 3615, 8717, 3615, 25708, 8717, 36178, 2423, 28820, 10943, 8717, 47341, 3615, 8717, 3215, 9778, 1211, 31767, 13063, 3660, 16247, 12610, 7578, 6225, 8592, 7649, 5551, 2655, 10721, 4117, 3215, 8032, 1211, 39896, 5551, 9381, 3555, 33753], "avg_logprob": -0.13601763173937798, "compression_ratio": 1.8197879858657244, "no_speech_prob": 9.5367431640625e-07, "words": [{"start": 2070.93, "end": 2071.57, "word": "مبدأيا", "probability": 0.8309326171875}, {"start": 2071.57, "end": 2072.49, "word": " اشتغلناها", "probability": 0.9181780133928571}, {"start": 2072.49, "end": 2072.67, "word": " هل", "probability": 0.805419921875}, {"start": 2072.67, "end": 2072.77, "word": " هي", "probability": 0.85791015625}, {"start": 2072.77, "end": 2073.31, "word": " صح؟", "probability": 0.8673502604166666}, {"start": 2073.31, "end": 2073.61, "word": " أكيد", "probability": 0.8336588541666666}, {"start": 2073.61, "end": 2073.89, "word": " لأ", "probability": 0.802734375}, {"start": 2073.89, "end": 2075.37, "word": " يعني", "probability": 0.778564453125}, {"start": 2075.37, "end": 2075.99, "word": " الأكيد", "probability": 0.86474609375}, {"start": 2075.99, "end": 2076.15, "word": " هذا", "probability": 0.6953125}, {"start": 2076.15, "end": 2076.31, "word": " مش", "probability": 0.8447265625}, {"start": 2076.31, "end": 2076.49, "word": " مائة", "probability": 0.6935221354166666}, {"start": 2076.49, "end": 2076.59, "word": " في", "probability": 0.87353515625}, {"start": 2076.59, "end": 2076.91, "word": " المائة", "probability": 0.95751953125}, {"start": 2076.91, "end": 2077.67, "word": " ولكن", "probability": 0.848388671875}, {"start": 2077.67, "end": 2078.07, "word": " يعني", "probability": 0.739013671875}, {"start": 2078.07, "end": 2078.49, "word": " الصدفة", "probability": 0.9552001953125}, {"start": 2078.49, "end": 2078.99, "word": " هتكون", "probability": 0.9015299479166666}, {"start": 2078.99, "end": 2079.69, "word": " معجزة", "probability": 0.9898681640625}, {"start": 2079.69, "end": 2080.23, "word": " أنه", "probability": 0.7303466796875}, {"start": 2080.23, "end": 2081.27, "word": " ارمي", "probability": 0.798828125}, {"start": 2081.27, "end": 2082.73, "word": " random", "probability": 0.56298828125}, {"start": 2082.73, "end": 2083.29, "word": " values", "probability": 0.88818359375}, {"start": 2083.29, "end": 2083.63, "word": " يطلعوا", "probability": 0.88125}, {"start": 2083.63, "end": 2083.99, "word": " يطلعوا", "probability": 0.9236328125}, {"start": 2083.99, "end": 2084.39, "word": " مظبوطين", "probability": 0.9159342447916666}, {"start": 2084.39, "end": 2084.51, "word": " من", "probability": 0.9580078125}, {"start": 2084.51, "end": 2084.69, "word": " أول", "probability": 0.92236328125}, {"start": 2084.69, "end": 2084.93, "word": " مرة", "probability": 0.988525390625}, {"start": 2084.93, "end": 2085.65, "word": " المهم", "probability": 0.857177734375}, {"start": 2085.65, "end": 2086.87, "word": " فحتر", "probability": 0.6205240885416666}, {"start": 2086.87, "end": 2087.39, "word": " بناء", "probability": 0.95458984375}, {"start": 2087.39, "end": 2087.65, "word": " على", "probability": 0.833984375}, {"start": 2087.65, "end": 2087.95, "word": " ذلك", "probability": 0.99267578125}, {"start": 2087.95, "end": 2088.03, "word": " و", "probability": 0.8115234375}, {"start": 2088.03, "end": 2088.31, "word": " هنشوف", "probability": 0.890625}, {"start": 2088.31, "end": 2088.63, "word": " كيف", "probability": 0.974365234375}, {"start": 2088.63, "end": 2089.67, "word": " نعدل", "probability": 0.8600260416666666}, {"start": 2089.67, "end": 2090.17, "word": " قيم", "probability": 0.988037109375}, {"start": 2090.17, "end": 2090.33, "word": " ال", "probability": 0.9931640625}, {"start": 2090.33, "end": 2090.53, "word": " W", "probability": 0.52587890625}, {"start": 2090.53, "end": 2090.95, "word": " هدول", "probability": 0.8424479166666666}, {"start": 2090.95, "end": 2091.75, "word": " طيب", "probability": 0.9397786458333334}, {"start": 2091.75, "end": 2091.95, "word": " بعد", "probability": 0.93359375}, {"start": 2091.95, "end": 2092.05, "word": " ما", "probability": 0.88427734375}, {"start": 2092.05, "end": 2092.53, "word": " نعدل", "probability": 0.9580078125}, {"start": 2092.53, "end": 2093.11, "word": " هنرجع", "probability": 0.914794921875}, {"start": 2093.11, "end": 2093.37, "word": " نعيد", "probability": 0.9752604166666666}, {"start": 2093.37, "end": 2093.57, "word": " نفس", "probability": 0.996826171875}, {"start": 2093.57, "end": 2093.99, "word": " الكلام", "probability": 0.974609375}, {"start": 2093.99, "end": 2094.51, "word": " نرجع", "probability": 0.8649088541666666}, {"start": 2094.51, "end": 2095.11, "word": " ندخل", "probability": 0.9920654296875}, {"start": 2095.11, "end": 2096.15, "word": " الصورة", "probability": 0.9796549479166666}, {"start": 2096.15, "end": 2096.71, "word": " الأولى", "probability": 0.97705078125}, {"start": 2096.71, "end": 2097.13, "word": " عشان", "probability": 0.96630859375}, {"start": 2097.13, "end": 2097.59, "word": " أتأكد", "probability": 0.856005859375}, {"start": 2097.59, "end": 2097.75, "word": " هل", "probability": 0.779541015625}, {"start": 2097.75, "end": 2097.99, "word": " هي", "probability": 0.8818359375}, {"start": 2097.99, "end": 2098.91, "word": " أصبحت", "probability": 0.9698486328125}], "temperature": 1.0}, {"id": 91, "seek": 212605, "start": 2099.79, "end": 2126.05, "text": "Y desired ولا لأ؟ و برضه ممكن ماتطلعش Y desired فأضطر أرجع أعمل كمان تعديل فمعناه ذلك إن أنا مسبقا عارف إنه حتكون في عندي iterations في عندي iterations تكرار للعملية تكرار للعملية عشان ذلك هنقول هذي Y في ال iteration P و هذي ال Y دي في ال iteration P هذي طبعا هتكون دائما ثابتة هتكون دائما ثابتة فعشان Xمها صارت error", "tokens": [56, 14721, 49429, 5296, 10721, 22807, 4032, 4724, 43042, 3224, 3714, 43020, 3714, 9307, 9566, 1211, 3615, 8592, 398, 14721, 6156, 10721, 11242, 9566, 2288, 5551, 47341, 3615, 5551, 25957, 1211, 9122, 2304, 7649, 37279, 16254, 1211, 6156, 2304, 3615, 8315, 3224, 29910, 23275, 36145, 41850, 3714, 35457, 4587, 995, 6225, 9640, 5172, 36145, 3224, 11331, 2655, 30544, 8978, 18871, 16254, 36540, 8978, 18871, 16254, 36540, 6055, 37983, 9640, 24976, 25957, 1211, 10632, 6055, 37983, 9640, 24976, 25957, 1211, 10632, 6225, 8592, 7649, 29910, 23275, 8032, 1863, 39648, 8032, 8848, 1829, 398, 8978, 2423, 24784, 430, 4032, 8032, 8848, 1829, 2423, 398, 11778, 1829, 8978, 2423, 24784, 430, 8032, 8848, 1829, 23032, 3555, 3615, 995, 8032, 2655, 30544, 11778, 16373, 15042, 38637, 16758, 2655, 3660, 8032, 2655, 30544, 11778, 16373, 15042, 38637, 16758, 2655, 3660, 6156, 3615, 8592, 7649, 1783, 2304, 11296, 20328, 9640, 2655, 6713], "avg_logprob": -0.21917516276949928, "compression_ratio": 2.0, "no_speech_prob": 2.205371856689453e-06, "words": [{"start": 2099.79, "end": 2100.29, "word": "Y", "probability": 0.37353515625}, {"start": 2100.29, "end": 2100.91, "word": " desired", "probability": 0.79443359375}, {"start": 2100.91, "end": 2101.15, "word": " ولا", "probability": 0.8046875}, {"start": 2101.15, "end": 2101.89, "word": " لأ؟", "probability": 0.754150390625}, {"start": 2101.89, "end": 2101.97, "word": " و", "probability": 0.775390625}, {"start": 2101.97, "end": 2102.21, "word": " برضه", "probability": 0.7871907552083334}, {"start": 2102.21, "end": 2102.47, "word": " ممكن", "probability": 0.966064453125}, {"start": 2102.47, "end": 2102.99, "word": " ماتطلعش", "probability": 0.8038736979166666}, {"start": 2102.99, "end": 2103.13, "word": " Y", "probability": 0.263671875}, {"start": 2103.13, "end": 2103.53, "word": " desired", "probability": 0.87939453125}, {"start": 2103.53, "end": 2104.17, "word": " فأضطر", "probability": 0.908203125}, {"start": 2104.17, "end": 2104.85, "word": " أرجع", "probability": 0.7498372395833334}, {"start": 2104.85, "end": 2105.13, "word": " أعمل", "probability": 0.9641927083333334}, {"start": 2105.13, "end": 2105.37, "word": " كمان", "probability": 0.79931640625}, {"start": 2105.37, "end": 2105.83, "word": " تعديل", "probability": 0.9212239583333334}, {"start": 2105.83, "end": 2106.45, "word": " فمعناه", "probability": 0.85771484375}, {"start": 2106.45, "end": 2106.63, "word": " ذلك", "probability": 0.98095703125}, {"start": 2106.63, "end": 2106.77, "word": " إن", "probability": 0.486328125}, {"start": 2106.77, "end": 2106.99, "word": " أنا", "probability": 0.91552734375}, {"start": 2106.99, "end": 2108.09, "word": " مسبقا", "probability": 0.8897705078125}, {"start": 2108.09, "end": 2108.51, "word": " عارف", "probability": 0.9619140625}, {"start": 2108.51, "end": 2108.69, "word": " إنه", "probability": 0.53857421875}, {"start": 2108.69, "end": 2108.89, "word": " حتكون", "probability": 0.6534016927083334}, {"start": 2108.89, "end": 2109.03, "word": " في", "probability": 0.884765625}, {"start": 2109.03, "end": 2109.27, "word": " عندي", "probability": 0.871337890625}, {"start": 2109.27, "end": 2109.99, "word": " iterations", "probability": 0.88818359375}, {"start": 2109.99, "end": 2111.35, "word": " في", "probability": 0.6279296875}, {"start": 2111.35, "end": 2111.63, "word": " عندي", "probability": 0.952880859375}, {"start": 2111.63, "end": 2112.31, "word": " iterations", "probability": 0.953125}, {"start": 2112.31, "end": 2113.69, "word": " تكرار", "probability": 0.923828125}, {"start": 2113.69, "end": 2114.37, "word": " للعملية", "probability": 0.9720458984375}, {"start": 2114.37, "end": 2115.03, "word": " تكرار", "probability": 0.8504231770833334}, {"start": 2115.03, "end": 2115.45, "word": " للعملية", "probability": 0.969482421875}, {"start": 2115.45, "end": 2115.67, "word": " عشان", "probability": 0.94189453125}, {"start": 2115.67, "end": 2115.77, "word": " ذلك", "probability": 0.5518798828125}, {"start": 2115.77, "end": 2116.07, "word": " هنقول", "probability": 0.83251953125}, {"start": 2116.07, "end": 2116.37, "word": " هذي", "probability": 0.5843098958333334}, {"start": 2116.37, "end": 2116.69, "word": " Y", "probability": 0.90234375}, {"start": 2116.69, "end": 2117.41, "word": " في", "probability": 0.96240234375}, {"start": 2117.41, "end": 2118.17, "word": " ال", "probability": 0.96240234375}, {"start": 2118.17, "end": 2118.57, "word": " iteration", "probability": 0.81640625}, {"start": 2118.57, "end": 2119.03, "word": " P", "probability": 0.970703125}, {"start": 2119.03, "end": 2119.55, "word": " و", "probability": 0.4482421875}, {"start": 2119.55, "end": 2119.91, "word": " هذي", "probability": 0.8904622395833334}, {"start": 2119.91, "end": 2120.09, "word": " ال", "probability": 0.8896484375}, {"start": 2120.09, "end": 2120.39, "word": " Y", "probability": 0.861328125}, {"start": 2120.39, "end": 2120.61, "word": " دي", "probability": 0.831787109375}, {"start": 2120.61, "end": 2120.77, "word": " في", "probability": 0.94580078125}, {"start": 2120.77, "end": 2120.85, "word": " ال", "probability": 0.97216796875}, {"start": 2120.85, "end": 2121.13, "word": " iteration", "probability": 0.8994140625}, {"start": 2121.13, "end": 2121.33, "word": " P", "probability": 0.98388671875}, {"start": 2121.33, "end": 2121.51, "word": " هذي", "probability": 0.8748372395833334}, {"start": 2121.51, "end": 2121.65, "word": " طبعا", "probability": 0.7744903564453125}, {"start": 2121.65, "end": 2121.99, "word": " هتكون", "probability": 0.79541015625}, {"start": 2121.99, "end": 2122.23, "word": " دائما", "probability": 0.8610026041666666}, {"start": 2122.23, "end": 2122.77, "word": " ثابتة", "probability": 0.950439453125}, {"start": 2122.77, "end": 2123.81, "word": " هتكون", "probability": 0.8863932291666666}, {"start": 2123.81, "end": 2124.19, "word": " دائما", "probability": 0.9724934895833334}, {"start": 2124.19, "end": 2124.75, "word": " ثابتة", "probability": 0.9730224609375}, {"start": 2124.75, "end": 2125.01, "word": " فعشان", "probability": 0.9447021484375}, {"start": 2125.01, "end": 2125.37, "word": " Xمها", "probability": 0.5134480794270834}, {"start": 2125.37, "end": 2125.65, "word": " صارت", "probability": 0.9684244791666666}, {"start": 2125.65, "end": 2126.05, "word": " error", "probability": 0.73779296875}], "temperature": 1.0}, {"id": 92, "seek": 214394, "start": 2127.11, "end": 2143.95, "text": "At iteration P فهمنا ليش ال iteration P لأن أنا متوقع أنه هحتاج أعلمه باستمرار عادة الطفل الصغير لما بدنا نعلمه بنعيده بنزيد عليه مش من أول مرة هقول لو ولد صغير بده يروح على روضة هذا اللون أحمر خلاص بده يحفظه من أول معلومة لأ", "tokens": [18684, 24784, 430, 6156, 16095, 8315, 32239, 8592, 2423, 24784, 430, 5296, 33456, 41850, 44650, 30543, 3615, 14739, 3224, 8032, 33753, 26108, 5551, 3615, 19528, 3224, 4724, 995, 14851, 29973, 9640, 6225, 18513, 3660, 41950, 5172, 1211, 31767, 17082, 13546, 5296, 15042, 47525, 8315, 8717, 3615, 19528, 3224, 44945, 3615, 25708, 3224, 44945, 11622, 25708, 47356, 37893, 9154, 5551, 12610, 3714, 25720, 8032, 39648, 45164, 35525, 3215, 20328, 17082, 13546, 47525, 3224, 7251, 32887, 5016, 15844, 12602, 2407, 11242, 3660, 23758, 13672, 11536, 5551, 5016, 29973, 16490, 1211, 33546, 47525, 3224, 7251, 5016, 5172, 19913, 3224, 9154, 5551, 12610, 20449, 1211, 20498, 3660, 5296, 10721], "avg_logprob": -0.15418631709971517, "compression_ratio": 1.7981220657276995, "no_speech_prob": 2.676248550415039e-05, "words": [{"start": 2127.11, "end": 2127.67, "word": "At", "probability": 0.2205810546875}, {"start": 2127.67, "end": 2128.23, "word": " iteration", "probability": 0.7197265625}, {"start": 2128.23, "end": 2128.65, "word": " P", "probability": 0.78125}, {"start": 2128.65, "end": 2130.37, "word": " فهمنا", "probability": 0.6002604166666666}, {"start": 2130.37, "end": 2130.55, "word": " ليش", "probability": 0.93310546875}, {"start": 2130.55, "end": 2130.63, "word": " ال", "probability": 0.67822265625}, {"start": 2130.63, "end": 2130.87, "word": " iteration", "probability": 0.5380859375}, {"start": 2130.87, "end": 2131.13, "word": " P", "probability": 0.91796875}, {"start": 2131.13, "end": 2131.29, "word": " لأن", "probability": 0.855224609375}, {"start": 2131.29, "end": 2131.41, "word": " أنا", "probability": 0.405517578125}, {"start": 2131.41, "end": 2131.95, "word": " متوقع", "probability": 0.9650065104166666}, {"start": 2131.95, "end": 2132.25, "word": " أنه", "probability": 0.7890625}, {"start": 2132.25, "end": 2133.07, "word": " هحتاج", "probability": 0.9065755208333334}, {"start": 2133.07, "end": 2133.49, "word": " أعلمه", "probability": 0.8787841796875}, {"start": 2133.49, "end": 2134.03, "word": " باستمرار", "probability": 0.97998046875}, {"start": 2134.03, "end": 2134.71, "word": " عادة", "probability": 0.9441731770833334}, {"start": 2134.71, "end": 2135.35, "word": " الطفل", "probability": 0.9827473958333334}, {"start": 2135.35, "end": 2135.59, "word": " الصغير", "probability": 0.9827473958333334}, {"start": 2135.59, "end": 2135.69, "word": " لما", "probability": 0.922119140625}, {"start": 2135.69, "end": 2135.91, "word": " بدنا", "probability": 0.7197265625}, {"start": 2135.91, "end": 2136.41, "word": " نعلمه", "probability": 0.9561767578125}, {"start": 2136.41, "end": 2137.41, "word": " بنعيده", "probability": 0.830078125}, {"start": 2137.41, "end": 2137.75, "word": " بنزيد", "probability": 0.814453125}, {"start": 2137.75, "end": 2138.05, "word": " عليه", "probability": 0.98193359375}, {"start": 2138.05, "end": 2138.49, "word": " مش", "probability": 0.9033203125}, {"start": 2138.49, "end": 2138.61, "word": " من", "probability": 0.974609375}, {"start": 2138.61, "end": 2138.83, "word": " أول", "probability": 0.948486328125}, {"start": 2138.83, "end": 2139.03, "word": " مرة", "probability": 0.984130859375}, {"start": 2139.03, "end": 2139.33, "word": " هقول", "probability": 0.724609375}, {"start": 2139.33, "end": 2139.49, "word": " لو", "probability": 0.94775390625}, {"start": 2139.49, "end": 2139.69, "word": " ولد", "probability": 0.880859375}, {"start": 2139.69, "end": 2139.93, "word": " صغير", "probability": 0.9959309895833334}, {"start": 2139.93, "end": 2140.13, "word": " بده", "probability": 0.5869140625}, {"start": 2140.13, "end": 2140.27, "word": " يروح", "probability": 0.99267578125}, {"start": 2140.27, "end": 2140.41, "word": " على", "probability": 0.93994140625}, {"start": 2140.41, "end": 2140.85, "word": " روضة", "probability": 0.9039306640625}, {"start": 2140.85, "end": 2141.39, "word": " هذا", "probability": 0.771484375}, {"start": 2141.39, "end": 2141.59, "word": " اللون", "probability": 0.951904296875}, {"start": 2141.59, "end": 2141.89, "word": " أحمر", "probability": 0.966796875}, {"start": 2141.89, "end": 2142.13, "word": " خلاص", "probability": 0.9449869791666666}, {"start": 2142.13, "end": 2142.37, "word": " بده", "probability": 0.798583984375}, {"start": 2142.37, "end": 2142.67, "word": " يحفظه", "probability": 0.97646484375}, {"start": 2142.67, "end": 2142.75, "word": " من", "probability": 0.98828125}, {"start": 2142.75, "end": 2142.97, "word": " أول", "probability": 0.943115234375}, {"start": 2142.97, "end": 2143.61, "word": " معلومة", "probability": 0.9927978515625}, {"start": 2143.61, "end": 2143.95, "word": " لأ", "probability": 0.737548828125}], "temperature": 1.0}, {"id": 93, "seek": 216602, "start": 2144.2, "end": 2166.02, "text": "بيضل طول السنة و المعلمة تبعته بتقول له أحمر أحمر و بتجيبله يا بدرجات مختلفة و بتجيبله يا ب .. جوا ألوان تانية و بتقوله اختارلي وين اللون الأحمر منهم طب لون للصورة هذه باللون الأحمر و بتسيبه هو اللي ينجي الألوان ف training كل هذا .. هذا كله training فليش احنا رضينا و قولنا أه للإنسان يتعلم و يعمله training بس أنا مستكبرها على الآلة؟ مطبيعي الآلة كمان بدها training", "tokens": [3555, 1829, 11242, 1211, 23032, 12610, 21136, 1863, 3660, 4032, 9673, 3615, 19528, 3660, 6055, 3555, 34268, 3224, 39894, 39648, 46740, 5551, 5016, 29973, 5551, 5016, 29973, 4032, 39894, 7435, 1829, 3555, 43761, 35186, 4724, 3215, 47341, 9307, 3714, 46456, 46538, 3660, 4032, 39894, 7435, 1829, 3555, 43761, 35186, 4724, 4386, 10874, 14407, 5551, 1211, 2407, 7649, 6055, 7649, 10632, 4032, 39894, 39648, 3224, 1975, 46456, 9640, 20292, 4032, 9957, 13672, 11536, 16247, 5016, 29973, 9154, 16095, 23032, 3555, 5296, 11536, 24976, 9381, 13063, 3660, 29538, 20666, 1211, 11536, 16247, 5016, 29973, 4032, 39894, 3794, 1829, 3555, 3224, 31439, 13672, 1829, 7251, 1863, 7435, 1829, 16247, 1211, 2407, 7649, 6156, 3097, 28242, 23758, 4386, 23758, 28242, 3224, 3097, 6156, 20292, 8592, 1975, 5016, 8315, 12602, 11242, 1829, 8315, 4032, 12174, 12610, 8315, 5551, 3224, 24976, 28814, 1863, 3794, 7649, 7251, 2655, 3615, 19528, 4032, 7251, 25957, 43761, 3097, 4724, 3794, 41850, 3714, 14851, 4117, 26890, 11296, 15844, 6024, 95, 37977, 22807, 3714, 9566, 21292, 3615, 1829, 6024, 95, 37977, 9122, 2304, 7649, 47525, 11296, 3097], "avg_logprob": -0.17258522143079477, "compression_ratio": 2.1006711409395975, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 2144.2, "end": 2144.48, "word": "بيضل", "probability": 0.6097412109375}, {"start": 2144.48, "end": 2144.7, "word": " طول", "probability": 0.99462890625}, {"start": 2144.7, "end": 2145.2, "word": " السنة", "probability": 0.9814453125}, {"start": 2145.2, "end": 2145.82, "word": " و", "probability": 0.45166015625}, {"start": 2145.82, "end": 2146.26, "word": " المعلمة", "probability": 0.7501220703125}, {"start": 2146.26, "end": 2146.58, "word": " تبعته", "probability": 0.83837890625}, {"start": 2146.58, "end": 2146.88, "word": " بتقول", "probability": 0.903076171875}, {"start": 2146.88, "end": 2146.96, "word": " له", "probability": 0.3564453125}, {"start": 2146.96, "end": 2147.32, "word": " أحمر", "probability": 0.9267578125}, {"start": 2147.32, "end": 2147.66, "word": " أحمر", "probability": 0.8165690104166666}, {"start": 2147.66, "end": 2147.74, "word": " و", "probability": 0.658203125}, {"start": 2147.74, "end": 2148.04, "word": " بتجيبله", "probability": 0.840625}, {"start": 2148.04, "end": 2148.14, "word": " يا", "probability": 0.662109375}, {"start": 2148.14, "end": 2148.54, "word": " بدرجات", "probability": 0.8392333984375}, {"start": 2148.54, "end": 2148.94, "word": " مختلفة", "probability": 0.99267578125}, {"start": 2148.94, "end": 2149.02, "word": " و", "probability": 0.43603515625}, {"start": 2149.02, "end": 2149.4, "word": " بتجيبله", "probability": 0.95478515625}, {"start": 2149.4, "end": 2149.56, "word": " يا", "probability": 0.96240234375}, {"start": 2149.56, "end": 2149.76, "word": " ب", "probability": 0.8291015625}, {"start": 2149.76, "end": 2150.1, "word": " ..", "probability": 0.36279296875}, {"start": 2150.1, "end": 2150.64, "word": " جوا", "probability": 0.79296875}, {"start": 2150.64, "end": 2150.96, "word": " ألوان", "probability": 0.9893798828125}, {"start": 2150.96, "end": 2151.24, "word": " تانية", "probability": 0.9677734375}, {"start": 2151.24, "end": 2151.3, "word": " و", "probability": 0.70361328125}, {"start": 2151.3, "end": 2151.58, "word": " بتقوله", "probability": 0.9132486979166666}, {"start": 2151.58, "end": 2151.88, "word": " اختارلي", "probability": 0.8753662109375}, {"start": 2151.88, "end": 2152.06, "word": " وين", "probability": 0.861572265625}, {"start": 2152.06, "end": 2152.24, "word": " اللون", "probability": 0.979736328125}, {"start": 2152.24, "end": 2152.58, "word": " الأحمر", "probability": 0.9923502604166666}, {"start": 2152.58, "end": 2152.88, "word": " منهم", "probability": 0.99365234375}, {"start": 2152.88, "end": 2153.42, "word": " طب", "probability": 0.716796875}, {"start": 2153.42, "end": 2153.9, "word": " لون", "probability": 0.6240234375}, {"start": 2153.9, "end": 2154.34, "word": " للصورة", "probability": 0.85101318359375}, {"start": 2154.34, "end": 2154.48, "word": " هذه", "probability": 0.289794921875}, {"start": 2154.48, "end": 2154.72, "word": " باللون", "probability": 0.8811848958333334}, {"start": 2154.72, "end": 2155.0, "word": " الأحمر", "probability": 0.9931640625}, {"start": 2155.0, "end": 2155.1, "word": " و", "probability": 0.8232421875}, {"start": 2155.1, "end": 2155.38, "word": " بتسيبه", "probability": 0.9404296875}, {"start": 2155.38, "end": 2155.48, "word": " هو", "probability": 0.9609375}, {"start": 2155.48, "end": 2155.58, "word": " اللي", "probability": 0.9443359375}, {"start": 2155.58, "end": 2155.82, "word": " ينجي", "probability": 0.9339599609375}, {"start": 2155.82, "end": 2156.14, "word": " الألوان", "probability": 0.970947265625}, {"start": 2156.14, "end": 2156.64, "word": " ف", "probability": 0.92333984375}, {"start": 2156.64, "end": 2157.4, "word": " training", "probability": 0.84033203125}, {"start": 2157.4, "end": 2157.7, "word": " كل", "probability": 0.94140625}, {"start": 2157.7, "end": 2157.86, "word": " هذا", "probability": 0.77294921875}, {"start": 2157.86, "end": 2157.88, "word": " ..", "probability": 0.44970703125}, {"start": 2157.88, "end": 2158.04, "word": " هذا", "probability": 0.791015625}, {"start": 2158.04, "end": 2158.26, "word": " كله", "probability": 0.9931640625}, {"start": 2158.26, "end": 2158.62, "word": " training", "probability": 0.9462890625}, {"start": 2158.62, "end": 2159.48, "word": " فليش", "probability": 0.9606119791666666}, {"start": 2159.48, "end": 2159.68, "word": " احنا", "probability": 0.9231770833333334}, {"start": 2159.68, "end": 2160.06, "word": " رضينا", "probability": 0.9703369140625}, {"start": 2160.06, "end": 2160.2, "word": " و", "probability": 0.9716796875}, {"start": 2160.2, "end": 2160.5, "word": " قولنا", "probability": 0.8570963541666666}, {"start": 2160.5, "end": 2160.78, "word": " أه", "probability": 0.643798828125}, {"start": 2160.78, "end": 2161.66, "word": " للإنسان", "probability": 0.850048828125}, {"start": 2161.66, "end": 2162.04, "word": " يتعلم", "probability": 0.991455078125}, {"start": 2162.04, "end": 2162.14, "word": " و", "probability": 0.99267578125}, {"start": 2162.14, "end": 2162.44, "word": " يعمله", "probability": 0.8592122395833334}, {"start": 2162.44, "end": 2162.78, "word": " training", "probability": 0.94580078125}, {"start": 2162.78, "end": 2163.08, "word": " بس", "probability": 0.9697265625}, {"start": 2163.08, "end": 2163.32, "word": " أنا", "probability": 0.7080078125}, {"start": 2163.32, "end": 2164.06, "word": " مستكبرها", "probability": 0.9490234375}, {"start": 2164.06, "end": 2164.22, "word": " على", "probability": 0.93505859375}, {"start": 2164.22, "end": 2164.74, "word": " الآلة؟", "probability": 0.70953369140625}, {"start": 2164.74, "end": 2165.06, "word": " مطبيعي", "probability": 0.71142578125}, {"start": 2165.06, "end": 2165.28, "word": " الآلة", "probability": 0.9498697916666666}, {"start": 2165.28, "end": 2165.52, "word": " كمان", "probability": 0.9876302083333334}, {"start": 2165.52, "end": 2165.7, "word": " بدها", "probability": 0.91552734375}, {"start": 2165.7, "end": 2166.02, "word": " training", "probability": 0.9423828125}], "temperature": 1.0}, {"id": 94, "seek": 219053, "start": 2166.95, "end": 2190.53, "text": "بدنا نعدل فيها باستمرار، فهتاخد مجموعة iterations، هتاخد مجموعة iterations، فكل مرة بدي أحسب قيمة ال error، واللي تمثل ال desired ناقص ال actual، ال desired ناقص ال actual، بحيث إنه إذا كان ال error هذا positive، positive، معناته ال desired أكبر، معناته ال desired هذه أكبر، يعني ال actual هذه أنا محتاج أعليها،", "tokens": [44510, 8315, 8717, 22488, 1211, 8978, 11296, 4724, 995, 14851, 29973, 9640, 12399, 6156, 3224, 2655, 47283, 3215, 3714, 7435, 2304, 2407, 27884, 36540, 12399, 8032, 2655, 47283, 3215, 3714, 7435, 2304, 2407, 27884, 36540, 12399, 6156, 28820, 3714, 25720, 4724, 16254, 5551, 5016, 35457, 12174, 32640, 3660, 2423, 6713, 12399, 16070, 20292, 46811, 12984, 1211, 2423, 14721, 8717, 995, 4587, 9381, 2423, 3539, 12399, 2423, 14721, 8717, 995, 4587, 9381, 2423, 3539, 12399, 4724, 5016, 1829, 12984, 36145, 3224, 11933, 15730, 25961, 2423, 6713, 23758, 3353, 12399, 3353, 12399, 20449, 8315, 47395, 2423, 14721, 5551, 4117, 26890, 12399, 20449, 8315, 47395, 2423, 14721, 29538, 5551, 4117, 26890, 12399, 37495, 22653, 2423, 3539, 29538, 41850, 3714, 33753, 26108, 5551, 3615, 20292, 11296, 12399], "avg_logprob": -0.1515877048575109, "compression_ratio": 2.0211864406779663, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 2166.95, "end": 2167.41, "word": "بدنا", "probability": 0.5714111328125}, {"start": 2167.41, "end": 2168.17, "word": " نعدل", "probability": 0.7958984375}, {"start": 2168.17, "end": 2168.39, "word": " فيها", "probability": 0.95068359375}, {"start": 2168.39, "end": 2169.23, "word": " باستمرار،", "probability": 0.8575846354166666}, {"start": 2169.23, "end": 2169.81, "word": " فهتاخد", "probability": 0.829638671875}, {"start": 2169.81, "end": 2170.13, "word": " مجموعة", "probability": 0.882421875}, {"start": 2170.13, "end": 2170.79, "word": " iterations،", "probability": 0.5440673828125}, {"start": 2170.79, "end": 2171.09, "word": " هتاخد", "probability": 0.9244384765625}, {"start": 2171.09, "end": 2171.35, "word": " مجموعة", "probability": 0.95361328125}, {"start": 2171.35, "end": 2171.91, "word": " iterations،", "probability": 0.7081298828125}, {"start": 2171.91, "end": 2172.29, "word": " فكل", "probability": 0.8115234375}, {"start": 2172.29, "end": 2172.59, "word": " مرة", "probability": 0.98828125}, {"start": 2172.59, "end": 2173.17, "word": " بدي", "probability": 0.7685546875}, {"start": 2173.17, "end": 2173.51, "word": " أحسب", "probability": 0.9249674479166666}, {"start": 2173.51, "end": 2173.85, "word": " قيمة", "probability": 0.9973958333333334}, {"start": 2173.85, "end": 2173.97, "word": " ال", "probability": 0.962890625}, {"start": 2173.97, "end": 2174.39, "word": " error،", "probability": 0.457275390625}, {"start": 2174.39, "end": 2174.69, "word": " واللي", "probability": 0.776611328125}, {"start": 2174.69, "end": 2175.31, "word": " تمثل", "probability": 0.9630533854166666}, {"start": 2175.31, "end": 2175.63, "word": " ال", "probability": 0.85791015625}, {"start": 2175.63, "end": 2176.11, "word": " desired", "probability": 0.90869140625}, {"start": 2176.11, "end": 2176.89, "word": " ناقص", "probability": 0.9638671875}, {"start": 2176.89, "end": 2177.03, "word": " ال", "probability": 0.98681640625}, {"start": 2177.03, "end": 2178.29, "word": " actual،", "probability": 0.751220703125}, {"start": 2178.29, "end": 2178.41, "word": " ال", "probability": 0.95556640625}, {"start": 2178.41, "end": 2178.69, "word": " desired", "probability": 0.8017578125}, {"start": 2178.69, "end": 2178.91, "word": " ناقص", "probability": 0.99267578125}, {"start": 2178.91, "end": 2178.99, "word": " ال", "probability": 0.9853515625}, {"start": 2178.99, "end": 2179.49, "word": " actual،", "probability": 0.870361328125}, {"start": 2179.49, "end": 2179.89, "word": " بحيث", "probability": 0.985107421875}, {"start": 2179.89, "end": 2180.27, "word": " إنه", "probability": 0.779296875}, {"start": 2180.27, "end": 2180.69, "word": " إذا", "probability": 0.955322265625}, {"start": 2180.69, "end": 2180.91, "word": " كان", "probability": 0.9921875}, {"start": 2180.91, "end": 2181.03, "word": " ال", "probability": 0.98291015625}, {"start": 2181.03, "end": 2181.27, "word": " error", "probability": 0.939453125}, {"start": 2181.27, "end": 2181.63, "word": " هذا", "probability": 0.80810546875}, {"start": 2181.63, "end": 2183.83, "word": " positive،", "probability": 0.89990234375}, {"start": 2183.83, "end": 2184.47, "word": " positive،", "probability": 0.798583984375}, {"start": 2184.47, "end": 2184.81, "word": " معناته", "probability": 0.9493815104166666}, {"start": 2184.81, "end": 2184.91, "word": " ال", "probability": 0.8251953125}, {"start": 2184.91, "end": 2185.19, "word": " desired", "probability": 0.95166015625}, {"start": 2185.19, "end": 2186.49, "word": " أكبر،", "probability": 0.9810791015625}, {"start": 2186.49, "end": 2186.93, "word": " معناته", "probability": 0.98388671875}, {"start": 2186.93, "end": 2187.13, "word": " ال", "probability": 0.96044921875}, {"start": 2187.13, "end": 2187.41, "word": " desired", "probability": 0.95556640625}, {"start": 2187.41, "end": 2187.59, "word": " هذه", "probability": 0.61083984375}, {"start": 2187.59, "end": 2188.15, "word": " أكبر،", "probability": 0.9786376953125}, {"start": 2188.15, "end": 2188.41, "word": " يعني", "probability": 0.98486328125}, {"start": 2188.41, "end": 2188.53, "word": " ال", "probability": 0.984375}, {"start": 2188.53, "end": 2188.83, "word": " actual", "probability": 0.91162109375}, {"start": 2188.83, "end": 2189.09, "word": " هذه", "probability": 0.6669921875}, {"start": 2189.09, "end": 2189.21, "word": " أنا", "probability": 0.80078125}, {"start": 2189.21, "end": 2189.61, "word": " محتاج", "probability": 0.9910481770833334}, {"start": 2189.61, "end": 2190.53, "word": " أعليها،", "probability": 0.9267578125}], "temperature": 1.0}, {"id": 95, "seek": 221815, "start": 2192.11, "end": 2218.15, "text": "عليها عشان اجلل ال error طب عشان اجلل اعليها معنا ذلك ان انا محتاج ازود قيم ال W's بدنا نعلي شوية قيمهم عشان ال actual اتزيد و اذا زادت ال actual اتجرب من ال desired فال error يروح شوية شوية تدريجيا ل zero ل ال zero تمام اما اذا كانت ال error negative negative معنا ذلك ان ال actual هو الاعلى", "tokens": [3615, 20292, 11296, 6225, 8592, 7649, 1975, 7435, 1211, 1211, 2423, 6713, 23032, 3555, 6225, 8592, 7649, 1975, 7435, 1211, 1211, 1975, 3615, 20292, 11296, 20449, 8315, 29910, 23275, 16472, 1975, 8315, 3714, 33753, 26108, 1975, 11622, 23328, 12174, 32640, 2423, 343, 311, 47525, 8315, 8717, 3615, 20292, 13412, 2407, 10632, 12174, 32640, 16095, 6225, 8592, 7649, 2423, 3539, 1975, 2655, 11622, 25708, 4032, 1975, 15730, 30767, 18513, 2655, 2423, 3539, 1975, 2655, 7435, 25513, 9154, 2423, 14721, 6156, 6027, 6713, 7251, 32887, 5016, 13412, 2407, 10632, 13412, 2407, 10632, 6055, 3215, 16572, 7435, 25528, 5296, 4018, 5296, 2423, 4018, 46811, 10943, 1975, 15042, 1975, 15730, 25961, 2655, 2423, 6713, 3671, 3671, 20449, 8315, 29910, 23275, 16472, 2423, 3539, 31439, 42963, 3615, 23942], "avg_logprob": -0.17036290334597712, "compression_ratio": 1.9698275862068966, "no_speech_prob": 4.172325134277344e-07, "words": [{"start": 2192.11, "end": 2192.59, "word": "عليها", "probability": 0.7469889322916666}, {"start": 2192.59, "end": 2192.79, "word": " عشان", "probability": 0.9524739583333334}, {"start": 2192.79, "end": 2193.13, "word": " اجلل", "probability": 0.8521728515625}, {"start": 2193.13, "end": 2193.27, "word": " ال", "probability": 0.88623046875}, {"start": 2193.27, "end": 2193.47, "word": " error", "probability": 0.69873046875}, {"start": 2193.47, "end": 2193.97, "word": " طب", "probability": 0.595947265625}, {"start": 2193.97, "end": 2194.21, "word": " عشان", "probability": 0.9905598958333334}, {"start": 2194.21, "end": 2194.59, "word": " اجلل", "probability": 0.819091796875}, {"start": 2194.59, "end": 2195.29, "word": " اعليها", "probability": 0.856201171875}, {"start": 2195.29, "end": 2195.67, "word": " معنا", "probability": 0.82958984375}, {"start": 2195.67, "end": 2195.89, "word": " ذلك", "probability": 0.91357421875}, {"start": 2195.89, "end": 2196.01, "word": " ان", "probability": 0.7236328125}, {"start": 2196.01, "end": 2196.09, "word": " انا", "probability": 0.942626953125}, {"start": 2196.09, "end": 2196.49, "word": " محتاج", "probability": 0.9786783854166666}, {"start": 2196.49, "end": 2197.53, "word": " ازود", "probability": 0.8277994791666666}, {"start": 2197.53, "end": 2197.79, "word": " قيم", "probability": 0.94970703125}, {"start": 2197.79, "end": 2197.93, "word": " ال", "probability": 0.98974609375}, {"start": 2197.93, "end": 2198.87, "word": " W's", "probability": 0.546142578125}, {"start": 2198.87, "end": 2199.41, "word": " بدنا", "probability": 0.6962890625}, {"start": 2199.41, "end": 2199.65, "word": " نعلي", "probability": 0.841796875}, {"start": 2199.65, "end": 2199.93, "word": " شوية", "probability": 0.6744791666666666}, {"start": 2199.93, "end": 2200.43, "word": " قيمهم", "probability": 0.9482421875}, {"start": 2200.43, "end": 2201.03, "word": " عشان", "probability": 0.9913736979166666}, {"start": 2201.03, "end": 2201.97, "word": " ال", "probability": 0.9833984375}, {"start": 2201.97, "end": 2202.41, "word": " actual", "probability": 0.845703125}, {"start": 2202.41, "end": 2203.17, "word": " اتزيد", "probability": 0.8919677734375}, {"start": 2203.17, "end": 2203.49, "word": " و", "probability": 0.958984375}, {"start": 2203.49, "end": 2203.61, "word": " اذا", "probability": 0.775634765625}, {"start": 2203.61, "end": 2203.93, "word": " زادت", "probability": 0.92626953125}, {"start": 2203.93, "end": 2204.07, "word": " ال", "probability": 0.98486328125}, {"start": 2204.07, "end": 2204.51, "word": " actual", "probability": 0.9033203125}, {"start": 2204.51, "end": 2205.41, "word": " اتجرب", "probability": 0.968994140625}, {"start": 2205.41, "end": 2205.63, "word": " من", "probability": 0.9931640625}, {"start": 2205.63, "end": 2205.85, "word": " ال", "probability": 0.9638671875}, {"start": 2205.85, "end": 2206.27, "word": " desired", "probability": 0.90234375}, {"start": 2206.27, "end": 2206.89, "word": " فال", "probability": 0.9736328125}, {"start": 2206.89, "end": 2207.17, "word": " error", "probability": 0.92041015625}, {"start": 2207.17, "end": 2208.15, "word": " يروح", "probability": 0.9475911458333334}, {"start": 2208.15, "end": 2208.83, "word": " شوية", "probability": 0.9384765625}, {"start": 2208.83, "end": 2209.11, "word": " شوية", "probability": 0.982421875}, {"start": 2209.11, "end": 2209.61, "word": " تدريجيا", "probability": 0.863671875}, {"start": 2209.61, "end": 2209.75, "word": " ل", "probability": 0.716796875}, {"start": 2209.75, "end": 2210.15, "word": " zero", "probability": 0.18701171875}, {"start": 2210.15, "end": 2211.15, "word": " ل", "probability": 0.59326171875}, {"start": 2211.15, "end": 2211.41, "word": " ال", "probability": 0.85498046875}, {"start": 2211.41, "end": 2211.69, "word": " zero", "probability": 0.85595703125}, {"start": 2211.69, "end": 2212.15, "word": " تمام", "probability": 0.947509765625}, {"start": 2212.15, "end": 2212.49, "word": " اما", "probability": 0.806396484375}, {"start": 2212.49, "end": 2212.67, "word": " اذا", "probability": 0.908203125}, {"start": 2212.67, "end": 2213.05, "word": " كانت", "probability": 0.987060546875}, {"start": 2213.05, "end": 2213.65, "word": " ال", "probability": 0.9833984375}, {"start": 2213.65, "end": 2214.01, "word": " error", "probability": 0.93603515625}, {"start": 2214.01, "end": 2215.05, "word": " negative", "probability": 0.87060546875}, {"start": 2215.05, "end": 2215.73, "word": " negative", "probability": 0.35400390625}, {"start": 2215.73, "end": 2216.03, "word": " معنا", "probability": 0.972412109375}, {"start": 2216.03, "end": 2216.29, "word": " ذلك", "probability": 0.990234375}, {"start": 2216.29, "end": 2216.41, "word": " ان", "probability": 0.8779296875}, {"start": 2216.41, "end": 2216.53, "word": " ال", "probability": 0.92626953125}, {"start": 2216.53, "end": 2217.49, "word": " actual", "probability": 0.8486328125}, {"start": 2217.49, "end": 2217.73, "word": " هو", "probability": 0.9892578125}, {"start": 2217.73, "end": 2218.15, "word": " الاعلى", "probability": 0.8416341145833334}], "temperature": 1.0}, {"id": 96, "seek": 223673, "start": 2219.06, "end": 2236.74, "text": "و ال desire أقل فانا محتاج ال actual أجلله يعني مطلوب أن نجلل قيم ال weights يعني ببساطة هي المفهوم اللي من الشرح اللي مطلوب نشرح بكل بساطة بهذا الشكل معادلات بسيطة جدا معادلات رياضية تفهم و بنقدر نعليها", "tokens": [2407, 2423, 7516, 5551, 4587, 1211, 6156, 7649, 995, 3714, 33753, 26108, 2423, 3539, 5551, 7435, 1211, 43761, 37495, 22653, 3714, 9566, 1211, 37746, 14739, 8717, 7435, 1211, 1211, 12174, 32640, 2423, 17443, 37495, 22653, 4724, 3555, 3794, 41193, 3660, 39896, 9673, 5172, 3224, 20498, 13672, 1829, 9154, 25124, 2288, 5016, 13672, 1829, 3714, 9566, 1211, 37746, 8717, 46309, 5016, 4724, 28820, 4724, 3794, 41193, 3660, 39627, 15730, 25124, 28820, 20449, 18513, 1211, 9307, 4724, 3794, 1829, 9566, 3660, 10874, 28259, 20449, 18513, 1211, 9307, 12602, 1829, 46958, 10632, 6055, 5172, 16095, 4032, 44945, 28543, 2288, 8717, 3615, 20292, 11296], "avg_logprob": -0.1521503718772737, "compression_ratio": 1.7626262626262625, "no_speech_prob": 1.6093254089355469e-06, "words": [{"start": 2219.06, "end": 2219.26, "word": "و", "probability": 0.70556640625}, {"start": 2219.26, "end": 2219.34, "word": " ال", "probability": 0.400146484375}, {"start": 2219.34, "end": 2219.62, "word": " desire", "probability": 0.46240234375}, {"start": 2219.62, "end": 2220.12, "word": " أقل", "probability": 0.9007161458333334}, {"start": 2220.12, "end": 2220.48, "word": " فانا", "probability": 0.8525390625}, {"start": 2220.48, "end": 2220.9, "word": " محتاج", "probability": 0.9853515625}, {"start": 2220.9, "end": 2221.02, "word": " ال", "probability": 0.958984375}, {"start": 2221.02, "end": 2221.38, "word": " actual", "probability": 0.875}, {"start": 2221.38, "end": 2221.92, "word": " أجلله", "probability": 0.8988037109375}, {"start": 2221.92, "end": 2222.42, "word": " يعني", "probability": 0.83056640625}, {"start": 2222.42, "end": 2223.04, "word": " مطلوب", "probability": 0.9515380859375}, {"start": 2223.04, "end": 2223.46, "word": " أن", "probability": 0.352294921875}, {"start": 2223.46, "end": 2223.8, "word": " نجلل", "probability": 0.792236328125}, {"start": 2223.8, "end": 2224.1, "word": " قيم", "probability": 0.966064453125}, {"start": 2224.1, "end": 2224.22, "word": " ال", "probability": 0.9912109375}, {"start": 2224.22, "end": 2224.54, "word": " weights", "probability": 0.76708984375}, {"start": 2224.54, "end": 2225.96, "word": " يعني", "probability": 0.822021484375}, {"start": 2225.96, "end": 2226.4, "word": " ببساطة", "probability": 0.9701171875}, {"start": 2226.4, "end": 2226.52, "word": " هي", "probability": 0.3291015625}, {"start": 2226.52, "end": 2227.64, "word": " المفهوم", "probability": 0.992431640625}, {"start": 2227.64, "end": 2228.22, "word": " اللي", "probability": 0.84423828125}, {"start": 2228.22, "end": 2228.52, "word": " من", "probability": 0.548828125}, {"start": 2228.52, "end": 2228.82, "word": " الشرح", "probability": 0.9625651041666666}, {"start": 2228.82, "end": 2228.98, "word": " اللي", "probability": 0.96435546875}, {"start": 2228.98, "end": 2229.32, "word": " مطلوب", "probability": 0.9541015625}, {"start": 2229.32, "end": 2230.06, "word": " نشرح", "probability": 0.82861328125}, {"start": 2230.06, "end": 2230.86, "word": " بكل", "probability": 0.899658203125}, {"start": 2230.86, "end": 2231.32, "word": " بساطة", "probability": 0.9918212890625}, {"start": 2231.32, "end": 2231.56, "word": " بهذا", "probability": 0.940673828125}, {"start": 2231.56, "end": 2231.86, "word": " الشكل", "probability": 0.994384765625}, {"start": 2231.86, "end": 2232.6, "word": " معادلات", "probability": 0.95703125}, {"start": 2232.6, "end": 2232.96, "word": " بسيطة", "probability": 0.99033203125}, {"start": 2232.96, "end": 2233.26, "word": " جدا", "probability": 0.992919921875}, {"start": 2233.26, "end": 2234.18, "word": " معادلات", "probability": 0.939453125}, {"start": 2234.18, "end": 2234.64, "word": " رياضية", "probability": 0.884033203125}, {"start": 2234.64, "end": 2235.42, "word": " تفهم", "probability": 0.8396809895833334}, {"start": 2235.42, "end": 2235.82, "word": " و", "probability": 0.6005859375}, {"start": 2235.82, "end": 2236.14, "word": " بنقدر", "probability": 0.8815104166666666}, {"start": 2236.14, "end": 2236.74, "word": " نعليها", "probability": 0.6673583984375}], "temperature": 1.0}, {"id": 97, "seek": 225439, "start": 2237.61, "end": 2254.39, "text": "هي موجب ولا سالب، موجب ولا سالب، بحيث أنه يصبح عندي المعادلة بتاعة تعديل الأوزان ال weights هذه هي ال weight واحد أو اتنين أو تلاتة أو أربعة I و I هذه زي ما قلنا من واحد to إيش to N", "tokens": [3224, 1829, 3714, 29245, 3555, 49429, 8608, 6027, 3555, 12399, 3714, 29245, 3555, 49429, 8608, 6027, 3555, 12399, 4724, 5016, 1829, 12984, 14739, 3224, 7251, 9381, 49628, 18871, 16254, 9673, 3615, 18513, 37977, 39894, 995, 27884, 6055, 3615, 16254, 1211, 16247, 2407, 11622, 7649, 2423, 17443, 29538, 39896, 2423, 3364, 36764, 24401, 34051, 1975, 2655, 1863, 9957, 34051, 6055, 1211, 9307, 3660, 34051, 5551, 25513, 27884, 286, 4032, 286, 29538, 30767, 1829, 19446, 12174, 1211, 8315, 9154, 36764, 24401, 281, 11933, 1829, 8592, 281, 426], "avg_logprob": -0.23237645712702773, "compression_ratio": 1.687150837988827, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2237.61, "end": 2238.15, "word": "هي", "probability": 0.5084228515625}, {"start": 2238.15, "end": 2238.57, "word": " موجب", "probability": 0.9114583333333334}, {"start": 2238.57, "end": 2238.77, "word": " ولا", "probability": 0.88525390625}, {"start": 2238.77, "end": 2239.21, "word": " سالب،", "probability": 0.782196044921875}, {"start": 2239.21, "end": 2239.53, "word": " موجب", "probability": 0.7842610677083334}, {"start": 2239.53, "end": 2239.67, "word": " ولا", "probability": 0.9697265625}, {"start": 2239.67, "end": 2240.01, "word": " سالب،", "probability": 0.9251708984375}, {"start": 2240.01, "end": 2240.31, "word": " بحيث", "probability": 0.9373779296875}, {"start": 2240.31, "end": 2240.47, "word": " أنه", "probability": 0.7646484375}, {"start": 2240.47, "end": 2240.79, "word": " يصبح", "probability": 0.9900716145833334}, {"start": 2240.79, "end": 2241.15, "word": " عندي", "probability": 0.6878662109375}, {"start": 2241.15, "end": 2243.01, "word": " المعادلة", "probability": 0.9051513671875}, {"start": 2243.01, "end": 2243.77, "word": " بتاعة", "probability": 0.76806640625}, {"start": 2243.77, "end": 2244.91, "word": " تعديل", "probability": 0.81689453125}, {"start": 2244.91, "end": 2245.75, "word": " الأوزان", "probability": 0.985107421875}, {"start": 2245.75, "end": 2246.31, "word": " ال", "probability": 0.908203125}, {"start": 2246.31, "end": 2246.63, "word": " weights", "probability": 0.54541015625}, {"start": 2246.63, "end": 2246.99, "word": " هذه", "probability": 0.58056640625}, {"start": 2246.99, "end": 2247.61, "word": " هي", "probability": 0.74755859375}, {"start": 2247.61, "end": 2248.41, "word": " ال", "probability": 0.97607421875}, {"start": 2248.41, "end": 2248.79, "word": " weight", "probability": 0.9130859375}, {"start": 2248.79, "end": 2249.61, "word": " واحد", "probability": 0.7607421875}, {"start": 2249.61, "end": 2249.73, "word": " أو", "probability": 0.8935546875}, {"start": 2249.73, "end": 2250.01, "word": " اتنين", "probability": 0.9442138671875}, {"start": 2250.01, "end": 2250.13, "word": " أو", "probability": 0.75048828125}, {"start": 2250.13, "end": 2250.49, "word": " تلاتة", "probability": 0.9110107421875}, {"start": 2250.49, "end": 2250.61, "word": " أو", "probability": 0.7724609375}, {"start": 2250.61, "end": 2251.01, "word": " أربعة", "probability": 0.7770182291666666}, {"start": 2251.01, "end": 2251.53, "word": " I", "probability": 0.693359375}, {"start": 2251.53, "end": 2252.35, "word": " و", "probability": 0.51416015625}, {"start": 2252.35, "end": 2252.59, "word": " I", "probability": 0.7587890625}, {"start": 2252.59, "end": 2252.81, "word": " هذه", "probability": 0.3681640625}, {"start": 2252.81, "end": 2252.93, "word": " زي", "probability": 0.706298828125}, {"start": 2252.93, "end": 2253.01, "word": " ما", "probability": 0.97314453125}, {"start": 2253.01, "end": 2253.21, "word": " قلنا", "probability": 0.88818359375}, {"start": 2253.21, "end": 2253.35, "word": " من", "probability": 0.96826171875}, {"start": 2253.35, "end": 2253.61, "word": " واحد", "probability": 0.933349609375}, {"start": 2253.61, "end": 2253.75, "word": " to", "probability": 0.3662109375}, {"start": 2253.75, "end": 2253.97, "word": " إيش", "probability": 0.7923990885416666}, {"start": 2253.97, "end": 2254.19, "word": " to", "probability": 0.548828125}, {"start": 2254.19, "end": 2254.39, "word": " N", "probability": 0.75390625}], "temperature": 1.0}, {"id": 98, "seek": 228350, "start": 2255.1, "end": 2283.5, "text": "من 1 to N حسب ال input سبعتنا ف W1 هي اللي خاصة ب X1 و W2 اللي خاصة ب X2 و WN اللي خاصة ب XN تمام هتساوي ال W نفسها بتاعتها بس القيمة القديمة plus Alpha في XI XI mean XI إذا أنا بتكلم عن W1 بدي أعدله معناته X1 بدي أعدل X3 معناته المقصود هنا X3 يعني بدي أعدل W3 بمطلوب X3", "tokens": [27842, 502, 281, 426, 11331, 35457, 2423, 4846, 8608, 3555, 34268, 8315, 6156, 343, 16, 39896, 13672, 1829, 16490, 33546, 3660, 4724, 1783, 16, 4032, 343, 17, 13672, 1829, 16490, 33546, 3660, 4724, 1783, 17, 4032, 343, 45, 13672, 1829, 16490, 33546, 3660, 4724, 1783, 45, 46811, 10943, 8032, 2655, 3794, 995, 45865, 2423, 343, 8717, 36178, 11296, 39894, 995, 34268, 11296, 4724, 3794, 25062, 32640, 3660, 25062, 16254, 46007, 1804, 20588, 8978, 1783, 40, 1783, 40, 914, 1783, 40, 11933, 15730, 41850, 39894, 4117, 19528, 18871, 343, 16, 4724, 16254, 5551, 22488, 43761, 20449, 8315, 47395, 1783, 16, 4724, 16254, 5551, 22488, 1211, 1783, 18, 20449, 8315, 47395, 9673, 4587, 9381, 23328, 34105, 1783, 18, 37495, 22653, 4724, 16254, 5551, 22488, 1211, 343, 18, 4724, 2304, 9566, 1211, 37746, 1783, 18], "avg_logprob": -0.15613252148592383, "compression_ratio": 1.7848101265822784, "no_speech_prob": 7.033348083496094e-06, "words": [{"start": 2255.1, "end": 2255.3, "word": "من", "probability": 0.8623046875}, {"start": 2255.3, "end": 2255.52, "word": " 1", "probability": 0.67236328125}, {"start": 2255.52, "end": 2255.72, "word": " to", "probability": 0.462890625}, {"start": 2255.72, "end": 2255.88, "word": " N", "probability": 0.78271484375}, {"start": 2255.88, "end": 2256.18, "word": " حسب", "probability": 0.928466796875}, {"start": 2256.18, "end": 2256.3, "word": " ال", "probability": 0.9521484375}, {"start": 2256.3, "end": 2256.52, "word": " input", "probability": 0.681640625}, {"start": 2256.52, "end": 2256.98, "word": " سبعتنا", "probability": 0.8687744140625}, {"start": 2256.98, "end": 2257.44, "word": " ف", "probability": 0.7890625}, {"start": 2257.44, "end": 2258.44, "word": " W1", "probability": 0.581787109375}, {"start": 2258.44, "end": 2259.32, "word": " هي", "probability": 0.93701171875}, {"start": 2259.32, "end": 2259.46, "word": " اللي", "probability": 0.93310546875}, {"start": 2259.46, "end": 2259.76, "word": " خاصة", "probability": 0.9542643229166666}, {"start": 2259.76, "end": 2259.82, "word": " ب", "probability": 0.84228515625}, {"start": 2259.82, "end": 2260.26, "word": " X1", "probability": 0.9013671875}, {"start": 2260.26, "end": 2260.66, "word": " و", "probability": 0.356689453125}, {"start": 2260.66, "end": 2261.08, "word": " W2", "probability": 0.941650390625}, {"start": 2261.08, "end": 2261.28, "word": " اللي", "probability": 0.965576171875}, {"start": 2261.28, "end": 2261.54, "word": " خاصة", "probability": 0.9620768229166666}, {"start": 2261.54, "end": 2261.58, "word": " ب", "probability": 0.86279296875}, {"start": 2261.58, "end": 2261.98, "word": " X2", "probability": 0.9912109375}, {"start": 2261.98, "end": 2262.18, "word": " و", "probability": 0.9599609375}, {"start": 2262.18, "end": 2262.66, "word": " WN", "probability": 0.837158203125}, {"start": 2262.66, "end": 2263.04, "word": " اللي", "probability": 0.94921875}, {"start": 2263.04, "end": 2263.34, "word": " خاصة", "probability": 0.9700520833333334}, {"start": 2263.34, "end": 2263.4, "word": " ب", "probability": 0.89599609375}, {"start": 2263.4, "end": 2263.98, "word": " XN", "probability": 0.915771484375}, {"start": 2263.98, "end": 2264.8, "word": " تمام", "probability": 0.915771484375}, {"start": 2264.8, "end": 2265.56, "word": " هتساوي", "probability": 0.824951171875}, {"start": 2265.56, "end": 2265.76, "word": " ال", "probability": 0.94775390625}, {"start": 2265.76, "end": 2266.04, "word": " W", "probability": 0.78515625}, {"start": 2266.04, "end": 2266.42, "word": " نفسها", "probability": 0.8187662760416666}, {"start": 2266.42, "end": 2266.8, "word": " بتاعتها", "probability": 0.797576904296875}, {"start": 2266.8, "end": 2267.12, "word": " بس", "probability": 0.966796875}, {"start": 2267.12, "end": 2267.56, "word": " القيمة", "probability": 0.9580078125}, {"start": 2267.56, "end": 2268.24, "word": " القديمة", "probability": 0.9677734375}, {"start": 2268.24, "end": 2269.52, "word": " plus", "probability": 0.67236328125}, {"start": 2269.52, "end": 2270.36, "word": " Alpha", "probability": 0.556640625}, {"start": 2270.36, "end": 2270.82, "word": " في", "probability": 0.95361328125}, {"start": 2270.82, "end": 2271.58, "word": " XI", "probability": 0.74951171875}, {"start": 2271.58, "end": 2272.3, "word": " XI", "probability": 0.77587890625}, {"start": 2272.3, "end": 2272.54, "word": " mean", "probability": 0.452392578125}, {"start": 2272.54, "end": 2273.06, "word": " XI", "probability": 0.8994140625}, {"start": 2273.06, "end": 2273.34, "word": " إذا", "probability": 0.83154296875}, {"start": 2273.34, "end": 2273.46, "word": " أنا", "probability": 0.9296875}, {"start": 2273.46, "end": 2273.78, "word": " بتكلم", "probability": 0.8512369791666666}, {"start": 2273.78, "end": 2273.92, "word": " عن", "probability": 0.9873046875}, {"start": 2273.92, "end": 2274.52, "word": " W1", "probability": 0.9580078125}, {"start": 2274.52, "end": 2274.76, "word": " بدي", "probability": 0.68310546875}, {"start": 2274.76, "end": 2275.2, "word": " أعدله", "probability": 0.8347981770833334}, {"start": 2275.2, "end": 2275.78, "word": " معناته", "probability": 0.9352213541666666}, {"start": 2275.78, "end": 2276.54, "word": " X1", "probability": 0.940673828125}, {"start": 2276.54, "end": 2277.8, "word": " بدي", "probability": 0.9091796875}, {"start": 2277.8, "end": 2278.18, "word": " أعدل", "probability": 0.88427734375}, {"start": 2278.18, "end": 2278.76, "word": " X3", "probability": 0.986083984375}, {"start": 2278.76, "end": 2279.6, "word": " معناته", "probability": 0.99072265625}, {"start": 2279.6, "end": 2280.18, "word": " المقصود", "probability": 0.9677734375}, {"start": 2280.18, "end": 2280.4, "word": " هنا", "probability": 0.9794921875}, {"start": 2280.4, "end": 2281.08, "word": " X3", "probability": 0.986328125}, {"start": 2281.08, "end": 2281.24, "word": " يعني", "probability": 0.64794921875}, {"start": 2281.24, "end": 2281.42, "word": " بدي", "probability": 0.966796875}, {"start": 2281.42, "end": 2281.64, "word": " أعدل", "probability": 0.9700520833333334}, {"start": 2281.64, "end": 2282.18, "word": " W3", "probability": 0.978759765625}, {"start": 2282.18, "end": 2282.7, "word": " بمطلوب", "probability": 0.841064453125}, {"start": 2282.7, "end": 2283.5, "word": " X3", "probability": 0.985107421875}], "temperature": 1.0}, {"id": 99, "seek": 230015, "start": 2284.45, "end": 2300.15, "text": "تمام كل هذا مضروف في الـ Error الـ Error هنا هذا هو المهم و اللي حسبناه زي ما قلنا من ال why desired ناقص ال why actual قلنا إذا كانت قيمته موجبة", "tokens": [39237, 10943, 28242, 23758, 3714, 11242, 32887, 5172, 8978, 2423, 39184, 3300, 2874, 2423, 39184, 3300, 2874, 34105, 23758, 31439, 9673, 16095, 4032, 13672, 1829, 11331, 35457, 8315, 3224, 30767, 1829, 19446, 12174, 1211, 8315, 9154, 2423, 983, 14721, 8717, 995, 4587, 9381, 2423, 983, 3539, 12174, 1211, 8315, 11933, 15730, 25961, 2655, 12174, 32640, 47395, 3714, 29245, 49401], "avg_logprob": -0.30156250645716987, "compression_ratio": 1.513157894736842, "no_speech_prob": 2.384185791015625e-07, "words": [{"start": 2284.45, "end": 2284.87, "word": "تمام", "probability": 0.553314208984375}, {"start": 2284.87, "end": 2285.27, "word": " كل", "probability": 0.58251953125}, {"start": 2285.27, "end": 2285.43, "word": " هذا", "probability": 0.916015625}, {"start": 2285.43, "end": 2285.73, "word": " مضروف", "probability": 0.87451171875}, {"start": 2285.73, "end": 2285.85, "word": " في", "probability": 0.8935546875}, {"start": 2285.85, "end": 2286.61, "word": " الـ", "probability": 0.4334716796875}, {"start": 2286.61, "end": 2287.21, "word": " Error", "probability": 0.6209716796875}, {"start": 2287.21, "end": 2288.23, "word": " الـ", "probability": 0.48187255859375}, {"start": 2288.23, "end": 2288.47, "word": " Error", "probability": 0.826416015625}, {"start": 2288.47, "end": 2288.71, "word": " هنا", "probability": 0.8828125}, {"start": 2288.71, "end": 2289.25, "word": " هذا", "probability": 0.55029296875}, {"start": 2289.25, "end": 2289.41, "word": " هو", "probability": 0.689453125}, {"start": 2289.41, "end": 2289.77, "word": " المهم", "probability": 0.9912109375}, {"start": 2289.77, "end": 2289.95, "word": " و", "probability": 0.6416015625}, {"start": 2289.95, "end": 2290.05, "word": " اللي", "probability": 0.661865234375}, {"start": 2290.05, "end": 2290.53, "word": " حسبناه", "probability": 0.9798583984375}, {"start": 2290.53, "end": 2290.61, "word": " زي", "probability": 0.54345703125}, {"start": 2290.61, "end": 2290.67, "word": " ما", "probability": 0.96630859375}, {"start": 2290.67, "end": 2290.95, "word": " قلنا", "probability": 0.9197591145833334}, {"start": 2290.95, "end": 2291.17, "word": " من", "probability": 0.8583984375}, {"start": 2291.17, "end": 2291.75, "word": " ال", "probability": 0.90576171875}, {"start": 2291.75, "end": 2292.01, "word": " why", "probability": 0.12060546875}, {"start": 2292.01, "end": 2292.63, "word": " desired", "probability": 0.91015625}, {"start": 2292.63, "end": 2293.13, "word": " ناقص", "probability": 0.895751953125}, {"start": 2293.13, "end": 2293.35, "word": " ال", "probability": 0.97705078125}, {"start": 2293.35, "end": 2293.63, "word": " why", "probability": 0.90234375}, {"start": 2293.63, "end": 2294.27, "word": " actual", "probability": 0.8896484375}, {"start": 2294.27, "end": 2295.71, "word": " قلنا", "probability": 0.72607421875}, {"start": 2295.71, "end": 2296.85, "word": " إذا", "probability": 0.80419921875}, {"start": 2296.85, "end": 2297.43, "word": " كانت", "probability": 0.8935546875}, {"start": 2297.43, "end": 2299.35, "word": " قيمته", "probability": 0.9671223958333334}, {"start": 2299.35, "end": 2300.15, "word": " موجبة", "probability": 0.9542643229166666}], "temperature": 1.0}, {"id": 100, "seek": 232357, "start": 2301.77, "end": 2323.57, "text": "موجبة، معناته كل ال term هذا هيطلع موجب ينضعف على القيمة القديمة لل W، معناته هتزيد قيمة W، وهذا اللي تاول احنا كنا بنقوله، هذا اللي تاول لسه كنا استنتجناه وقولنا إذا كانت قيمته موجبة، معناته أنا محتاج أزود قيمة W، فبتزيد هنا مدامها دي قيمتها موجبة، كويس، أما إذا كانت negative", "tokens": [2304, 29245, 49401, 12399, 20449, 8315, 47395, 28242, 2423, 1433, 23758, 8032, 1829, 9566, 1211, 3615, 3714, 29245, 3555, 7251, 1863, 11242, 3615, 5172, 15844, 25062, 32640, 3660, 25062, 16254, 46007, 24976, 343, 12399, 20449, 8315, 47395, 8032, 2655, 11622, 25708, 12174, 32640, 3660, 343, 12399, 37037, 15730, 13672, 1829, 6055, 995, 12610, 1975, 5016, 8315, 9122, 8315, 44945, 39648, 3224, 12399, 23758, 13672, 1829, 6055, 995, 12610, 5296, 3794, 3224, 9122, 8315, 44713, 29399, 7435, 8315, 3224, 4032, 39648, 8315, 11933, 15730, 25961, 2655, 12174, 32640, 47395, 3714, 29245, 49401, 12399, 20449, 8315, 47395, 41850, 3714, 33753, 26108, 5551, 11622, 23328, 12174, 32640, 3660, 343, 12399, 6156, 3555, 2655, 11622, 25708, 34105, 3714, 3215, 10943, 11296, 11778, 1829, 12174, 32640, 2655, 11296, 3714, 29245, 49401, 12399, 9122, 45865, 3794, 12399, 5551, 15042, 11933, 15730, 25961, 2655, 3671], "avg_logprob": -0.1680530526226373, "compression_ratio": 2.121739130434783, "no_speech_prob": 1.9073486328125e-06, "words": [{"start": 2301.77, "end": 2302.41, "word": "موجبة،", "probability": 0.70257568359375}, {"start": 2302.41, "end": 2302.83, "word": " معناته", "probability": 0.8396809895833334}, {"start": 2302.83, "end": 2303.09, "word": " كل", "probability": 0.93359375}, {"start": 2303.09, "end": 2303.27, "word": " ال", "probability": 0.79638671875}, {"start": 2303.27, "end": 2303.53, "word": " term", "probability": 0.8212890625}, {"start": 2303.53, "end": 2303.97, "word": " هذا", "probability": 0.56103515625}, {"start": 2303.97, "end": 2304.87, "word": " هيطلع", "probability": 0.78408203125}, {"start": 2304.87, "end": 2305.47, "word": " موجب", "probability": 0.9757486979166666}, {"start": 2305.47, "end": 2306.27, "word": " ينضعف", "probability": 0.87109375}, {"start": 2306.27, "end": 2306.43, "word": " على", "probability": 0.9091796875}, {"start": 2306.43, "end": 2306.81, "word": " القيمة", "probability": 0.9729817708333334}, {"start": 2306.81, "end": 2307.21, "word": " القديمة", "probability": 0.9324544270833334}, {"start": 2307.21, "end": 2307.39, "word": " لل", "probability": 0.71630859375}, {"start": 2307.39, "end": 2307.93, "word": " W،", "probability": 0.548095703125}, {"start": 2307.93, "end": 2308.29, "word": " معناته", "probability": 0.94140625}, {"start": 2308.29, "end": 2308.71, "word": " هتزيد", "probability": 0.90673828125}, {"start": 2308.71, "end": 2309.03, "word": " قيمة", "probability": 0.99462890625}, {"start": 2309.03, "end": 2309.59, "word": " W،", "probability": 0.576416015625}, {"start": 2309.59, "end": 2309.85, "word": " وهذا", "probability": 0.828369140625}, {"start": 2309.85, "end": 2309.93, "word": " اللي", "probability": 0.904052734375}, {"start": 2309.93, "end": 2310.11, "word": " تاول", "probability": 0.6631673177083334}, {"start": 2310.11, "end": 2310.35, "word": " احنا", "probability": 0.6275634765625}, {"start": 2310.35, "end": 2310.67, "word": " كنا", "probability": 0.770263671875}, {"start": 2310.67, "end": 2311.73, "word": " بنقوله،", "probability": 0.824951171875}, {"start": 2311.73, "end": 2311.93, "word": " هذا", "probability": 0.79296875}, {"start": 2311.93, "end": 2312.05, "word": " اللي", "probability": 0.984619140625}, {"start": 2312.05, "end": 2312.21, "word": " تاول", "probability": 0.91064453125}, {"start": 2312.21, "end": 2312.43, "word": " لسه", "probability": 0.92236328125}, {"start": 2312.43, "end": 2312.71, "word": " كنا", "probability": 0.97216796875}, {"start": 2312.71, "end": 2313.47, "word": " استنتجناه", "probability": 0.984375}, {"start": 2313.47, "end": 2313.99, "word": " وقولنا", "probability": 0.6846516927083334}, {"start": 2313.99, "end": 2314.19, "word": " إذا", "probability": 0.81982421875}, {"start": 2314.19, "end": 2314.51, "word": " كانت", "probability": 0.938720703125}, {"start": 2314.51, "end": 2314.91, "word": " قيمته", "probability": 0.9915364583333334}, {"start": 2314.91, "end": 2315.37, "word": " موجبة،", "probability": 0.9473876953125}, {"start": 2315.37, "end": 2315.61, "word": " معناته", "probability": 0.9161783854166666}, {"start": 2315.61, "end": 2315.75, "word": " أنا", "probability": 0.73828125}, {"start": 2315.75, "end": 2316.65, "word": " محتاج", "probability": 0.99267578125}, {"start": 2316.65, "end": 2317.73, "word": " أزود", "probability": 0.8846028645833334}, {"start": 2317.73, "end": 2318.39, "word": " قيمة", "probability": 0.9959309895833334}, {"start": 2318.39, "end": 2319.27, "word": " W،", "probability": 0.93310546875}, {"start": 2319.27, "end": 2319.79, "word": " فبتزيد", "probability": 0.968359375}, {"start": 2319.79, "end": 2319.95, "word": " هنا", "probability": 0.92578125}, {"start": 2319.95, "end": 2320.27, "word": " مدامها", "probability": 0.652587890625}, {"start": 2320.27, "end": 2320.39, "word": " دي", "probability": 0.79443359375}, {"start": 2320.39, "end": 2320.69, "word": " قيمتها", "probability": 0.997314453125}, {"start": 2320.69, "end": 2321.47, "word": " موجبة،", "probability": 0.97314453125}, {"start": 2321.47, "end": 2322.43, "word": " كويس،", "probability": 0.9287109375}, {"start": 2322.43, "end": 2322.67, "word": " أما", "probability": 0.902099609375}, {"start": 2322.67, "end": 2322.89, "word": " إذا", "probability": 0.96435546875}, {"start": 2322.89, "end": 2323.19, "word": " كانت", "probability": 0.990478515625}, {"start": 2323.19, "end": 2323.57, "word": " negative", "probability": 0.791015625}], "temperature": 1.0}, {"id": 101, "seek": 235244, "start": 2325.56, "end": 2352.44, "text": "فانا محتاج اجلل ال actual و هنا هتطلع قيمتها negative مش هتجذب عليها error طلعت قيمته negative زي ما هو هنضرب في المعادلة انضرب في المعادلة فكل ال term هذا طلع negative هيطلع قيمة negative و مادام طلع قيمة negative معناته هيجلل قيمة w السابقة بنكون برضه عملنا المطلوب كاستنتاج من ملاحظتنا السابقة", "tokens": [5172, 7649, 995, 3714, 33753, 26108, 1975, 7435, 1211, 1211, 2423, 3539, 4032, 34105, 8032, 2655, 9566, 1211, 3615, 12174, 32640, 2655, 11296, 3671, 37893, 8032, 2655, 7435, 8848, 3555, 25894, 11296, 6713, 23032, 1211, 34268, 12174, 32640, 47395, 3671, 30767, 1829, 19446, 31439, 8032, 1863, 11242, 25513, 8978, 9673, 3615, 18513, 37977, 16472, 11242, 25513, 8978, 9673, 3615, 18513, 37977, 6156, 28820, 2423, 1433, 23758, 23032, 1211, 3615, 3671, 8032, 1829, 9566, 1211, 3615, 12174, 32640, 3660, 3671, 4032, 3714, 18513, 10943, 23032, 1211, 3615, 12174, 32640, 3660, 3671, 20449, 8315, 47395, 39896, 7435, 1211, 1211, 12174, 32640, 3660, 261, 21136, 16758, 28671, 44945, 30544, 4724, 43042, 3224, 6225, 42213, 8315, 9673, 9566, 1211, 37746, 9122, 995, 14851, 29399, 26108, 9154, 3714, 15040, 5016, 19913, 2655, 8315, 21136, 16758, 28671], "avg_logprob": -0.1283143896496657, "compression_ratio": 2.008298755186722, "no_speech_prob": 5.960464477539062e-07, "words": [{"start": 2325.56, "end": 2325.88, "word": "فانا", "probability": 0.8352864583333334}, {"start": 2325.88, "end": 2326.32, "word": " محتاج", "probability": 0.9915364583333334}, {"start": 2326.32, "end": 2327.02, "word": " اجلل", "probability": 0.84814453125}, {"start": 2327.02, "end": 2327.46, "word": " ال", "probability": 0.98291015625}, {"start": 2327.46, "end": 2327.94, "word": " actual", "probability": 0.439453125}, {"start": 2327.94, "end": 2328.74, "word": " و", "probability": 0.315673828125}, {"start": 2328.74, "end": 2328.96, "word": " هنا", "probability": 0.93896484375}, {"start": 2328.96, "end": 2329.58, "word": " هتطلع", "probability": 0.92978515625}, {"start": 2329.58, "end": 2329.92, "word": " قيمتها", "probability": 0.960693359375}, {"start": 2329.92, "end": 2330.4, "word": " negative", "probability": 0.8896484375}, {"start": 2330.4, "end": 2331.0, "word": " مش", "probability": 0.432861328125}, {"start": 2331.0, "end": 2331.44, "word": " هتجذب", "probability": 0.92119140625}, {"start": 2331.44, "end": 2331.72, "word": " عليها", "probability": 0.767333984375}, {"start": 2331.72, "end": 2332.38, "word": " error", "probability": 0.42919921875}, {"start": 2332.38, "end": 2332.84, "word": " طلعت", "probability": 0.9666341145833334}, {"start": 2332.84, "end": 2333.12, "word": " قيمته", "probability": 0.9794921875}, {"start": 2333.12, "end": 2333.4, "word": " negative", "probability": 0.9443359375}, {"start": 2333.4, "end": 2333.62, "word": " زي", "probability": 0.98095703125}, {"start": 2333.62, "end": 2333.72, "word": " ما", "probability": 0.95458984375}, {"start": 2333.72, "end": 2333.92, "word": " هو", "probability": 0.9736328125}, {"start": 2333.92, "end": 2334.44, "word": " هنضرب", "probability": 0.7244873046875}, {"start": 2334.44, "end": 2334.54, "word": " في", "probability": 0.91259765625}, {"start": 2334.54, "end": 2335.04, "word": " المعادلة", "probability": 0.9847412109375}, {"start": 2335.04, "end": 2336.1, "word": " انضرب", "probability": 0.80517578125}, {"start": 2336.1, "end": 2336.2, "word": " في", "probability": 0.9677734375}, {"start": 2336.2, "end": 2336.58, "word": " المعادلة", "probability": 0.9864501953125}, {"start": 2336.58, "end": 2336.96, "word": " فكل", "probability": 0.96533203125}, {"start": 2336.96, "end": 2337.1, "word": " ال", "probability": 0.88818359375}, {"start": 2337.1, "end": 2337.28, "word": " term", "probability": 0.92236328125}, {"start": 2337.28, "end": 2337.5, "word": " هذا", "probability": 0.58447265625}, {"start": 2337.5, "end": 2337.86, "word": " طلع", "probability": 0.9720052083333334}, {"start": 2337.86, "end": 2338.98, "word": " negative", "probability": 0.92724609375}, {"start": 2338.98, "end": 2340.84, "word": " هيطلع", "probability": 0.8287109375}, {"start": 2340.84, "end": 2341.32, "word": " قيمة", "probability": 0.9737955729166666}, {"start": 2341.32, "end": 2341.98, "word": " negative", "probability": 0.9482421875}, {"start": 2341.98, "end": 2342.24, "word": " و", "probability": 0.95458984375}, {"start": 2342.24, "end": 2342.48, "word": " مادام", "probability": 0.63427734375}, {"start": 2342.48, "end": 2342.78, "word": " طلع", "probability": 0.98779296875}, {"start": 2342.78, "end": 2343.56, "word": " قيمة", "probability": 0.8986002604166666}, {"start": 2343.56, "end": 2344.34, "word": " negative", "probability": 0.9755859375}, {"start": 2344.34, "end": 2344.96, "word": " معناته", "probability": 0.9549153645833334}, {"start": 2344.96, "end": 2345.48, "word": " هيجلل", "probability": 0.93408203125}, {"start": 2345.48, "end": 2345.88, "word": " قيمة", "probability": 0.99658203125}, {"start": 2345.88, "end": 2346.26, "word": " w", "probability": 0.4638671875}, {"start": 2346.26, "end": 2346.96, "word": " السابقة", "probability": 0.9866536458333334}, {"start": 2346.96, "end": 2347.84, "word": " بنكون", "probability": 0.744384765625}, {"start": 2347.84, "end": 2348.1, "word": " برضه", "probability": 0.9480794270833334}, {"start": 2348.1, "end": 2348.56, "word": " عملنا", "probability": 0.9527994791666666}, {"start": 2348.56, "end": 2350.12, "word": " المطلوب", "probability": 0.970703125}, {"start": 2350.12, "end": 2350.88, "word": " كاستنتاج", "probability": 0.95048828125}, {"start": 2350.88, "end": 2351.12, "word": " من", "probability": 0.5869140625}, {"start": 2351.12, "end": 2351.96, "word": " ملاحظتنا", "probability": 0.9901529947916666}, {"start": 2351.96, "end": 2352.44, "word": " السابقة", "probability": 0.9943033854166666}], "temperature": 1.0}, {"id": 102, "seek": 237123, "start": 2353.91, "end": 2371.23, "text": "بظل الان قيمة ال alpha معدل التعلم بمعنى ان انا بدي اتعلم بسرعة بسرعة بسرعة لهوجة بسرعة يلا مثلين و خلصني وهذا هيكون تعلم سريع لكن مش دقيق", "tokens": [3555, 19913, 1211, 2423, 7649, 12174, 32640, 3660, 2423, 8961, 3714, 22488, 1211, 16712, 3615, 19528, 4724, 2304, 3615, 1863, 7578, 16472, 1975, 8315, 4724, 16254, 1975, 2655, 3615, 19528, 4724, 3794, 2288, 27884, 4724, 3794, 2288, 27884, 4724, 3794, 2288, 27884, 46740, 29245, 3660, 4724, 3794, 2288, 27884, 7251, 15040, 50113, 1211, 9957, 4032, 16490, 1211, 9381, 22653, 37037, 15730, 39896, 30544, 37279, 19528, 8608, 16572, 3615, 44381, 37893, 11778, 38436, 4587], "avg_logprob": -0.2704814160997803, "compression_ratio": 1.7062937062937062, "no_speech_prob": 5.662441253662109e-06, "words": [{"start": 2353.9100000000003, "end": 2354.61, "word": "بظل", "probability": 0.6314290364583334}, {"start": 2354.61, "end": 2354.91, "word": " الان", "probability": 0.46124267578125}, {"start": 2354.91, "end": 2355.37, "word": " قيمة", "probability": 0.9729817708333334}, {"start": 2355.37, "end": 2355.49, "word": " ال", "probability": 0.79541015625}, {"start": 2355.49, "end": 2355.77, "word": " alpha", "probability": 0.50048828125}, {"start": 2355.77, "end": 2357.65, "word": " معدل", "probability": 0.6435139973958334}, {"start": 2357.65, "end": 2358.29, "word": " التعلم", "probability": 0.9401041666666666}, {"start": 2358.29, "end": 2362.07, "word": " بمعنى", "probability": 0.791259765625}, {"start": 2362.07, "end": 2362.17, "word": " ان", "probability": 0.424072265625}, {"start": 2362.17, "end": 2362.37, "word": " انا", "probability": 0.87353515625}, {"start": 2362.37, "end": 2362.73, "word": " بدي", "probability": 0.73388671875}, {"start": 2362.73, "end": 2363.13, "word": " اتعلم", "probability": 0.9564208984375}, {"start": 2363.13, "end": 2363.41, "word": " بسرعة", "probability": 0.95458984375}, {"start": 2363.41, "end": 2363.67, "word": " بسرعة", "probability": 0.86572265625}, {"start": 2363.67, "end": 2363.95, "word": " بسرعة", "probability": 0.85040283203125}, {"start": 2363.95, "end": 2364.65, "word": " لهوجة", "probability": 0.6720377604166666}, {"start": 2364.65, "end": 2365.61, "word": " بسرعة", "probability": 0.9071044921875}, {"start": 2365.61, "end": 2365.91, "word": " يلا", "probability": 0.60205078125}, {"start": 2365.91, "end": 2366.25, "word": " مثلين", "probability": 0.8243815104166666}, {"start": 2366.25, "end": 2366.31, "word": " و", "probability": 0.9404296875}, {"start": 2366.31, "end": 2366.81, "word": " خلصني", "probability": 0.826904296875}, {"start": 2366.81, "end": 2368.71, "word": " وهذا", "probability": 0.64794921875}, {"start": 2368.71, "end": 2369.03, "word": " هيكون", "probability": 0.6165771484375}, {"start": 2369.03, "end": 2369.37, "word": " تعلم", "probability": 0.94091796875}, {"start": 2369.37, "end": 2369.87, "word": " سريع", "probability": 0.99169921875}, {"start": 2369.87, "end": 2370.51, "word": " لكن", "probability": 0.89697265625}, {"start": 2370.51, "end": 2370.77, "word": " مش", "probability": 0.93701171875}, {"start": 2370.77, "end": 2371.23, "word": " دقيق", "probability": 0.9928385416666666}], "temperature": 1.0}, {"id": 103, "seek": 238677, "start": 2371.75, "end": 2386.77, "text": "أو أجللها كتير فهذا هياخد وجه طويل جدا عشان أصل أفضل performance ممكنة فلأ احنا هنكون compromise between them المفروض انها تكون قيمة مقبولة طبعا في معظم التطبيقات 0.1 باستخدموها في الغالب يعني", "tokens": [10721, 2407, 5551, 7435, 1211, 1211, 11296, 9122, 2655, 13546, 6156, 3224, 15730, 39896, 47283, 3215, 49610, 3224, 23032, 2407, 26895, 10874, 28259, 6225, 8592, 7649, 5551, 36520, 5551, 5172, 11242, 1211, 3389, 3714, 43020, 3660, 6156, 1211, 10721, 1975, 5016, 8315, 8032, 1863, 30544, 18577, 1296, 552, 9673, 5172, 32887, 11242, 16472, 11296, 6055, 30544, 12174, 32640, 3660, 3714, 4587, 3555, 12610, 3660, 23032, 3555, 3615, 995, 8978, 20449, 19913, 2304, 16712, 9566, 21292, 4587, 9307, 1958, 13, 16, 4724, 995, 14851, 9778, 40448, 2407, 11296, 8978, 6024, 118, 6027, 3555, 37495, 22653], "avg_logprob": -0.13675987469522577, "compression_ratio": 1.4343891402714932, "no_speech_prob": 4.76837158203125e-07, "words": [{"start": 2371.75, "end": 2372.13, "word": "أو", "probability": 0.966552734375}, {"start": 2372.13, "end": 2372.73, "word": " أجللها", "probability": 0.8515625}, {"start": 2372.73, "end": 2373.17, "word": " كتير", "probability": 0.9231770833333334}, {"start": 2373.17, "end": 2373.79, "word": " فهذا", "probability": 0.87548828125}, {"start": 2373.79, "end": 2374.19, "word": " هياخد", "probability": 0.6995442708333334}, {"start": 2374.19, "end": 2374.43, "word": " وجه", "probability": 0.6611328125}, {"start": 2374.43, "end": 2374.87, "word": " طويل", "probability": 0.8375651041666666}, {"start": 2374.87, "end": 2375.31, "word": " جدا", "probability": 0.974853515625}, {"start": 2375.31, "end": 2375.89, "word": " عشان", "probability": 0.8802083333333334}, {"start": 2375.89, "end": 2376.21, "word": " أصل", "probability": 0.890625}, {"start": 2376.21, "end": 2376.93, "word": " أفضل", "probability": 0.9061279296875}, {"start": 2376.93, "end": 2377.43, "word": " performance", "probability": 0.92578125}, {"start": 2377.43, "end": 2377.91, "word": " ممكنة", "probability": 0.94580078125}, {"start": 2377.91, "end": 2378.29, "word": " فلأ", "probability": 0.89892578125}, {"start": 2378.29, "end": 2378.51, "word": " احنا", "probability": 0.7877604166666666}, {"start": 2378.51, "end": 2378.83, "word": " هنكون", "probability": 0.94921875}, {"start": 2378.83, "end": 2379.37, "word": " compromise", "probability": 0.853515625}, {"start": 2379.37, "end": 2379.65, "word": " between", "probability": 0.93310546875}, {"start": 2379.65, "end": 2379.97, "word": " them", "probability": 0.93505859375}, {"start": 2379.97, "end": 2380.63, "word": " المفروض", "probability": 0.9898681640625}, {"start": 2380.63, "end": 2380.69, "word": " انها", "probability": 0.633056640625}, {"start": 2380.69, "end": 2380.91, "word": " تكون", "probability": 0.9716796875}, {"start": 2380.91, "end": 2381.41, "word": " قيمة", "probability": 0.9869791666666666}, {"start": 2381.41, "end": 2382.27, "word": " مقبولة", "probability": 0.98115234375}, {"start": 2382.27, "end": 2382.75, "word": " طبعا", "probability": 0.9454345703125}, {"start": 2382.75, "end": 2383.01, "word": " في", "probability": 0.896484375}, {"start": 2383.01, "end": 2383.35, "word": " معظم", "probability": 0.9962565104166666}, {"start": 2383.35, "end": 2384.09, "word": " التطبيقات", "probability": 0.97607421875}, {"start": 2384.09, "end": 2384.51, "word": " 0", "probability": 0.267333984375}, {"start": 2384.51, "end": 2385.03, "word": ".1", "probability": 0.992919921875}, {"start": 2385.03, "end": 2385.83, "word": " باستخدموها", "probability": 0.8199986049107143}, {"start": 2385.83, "end": 2386.13, "word": " في", "probability": 0.82763671875}, {"start": 2386.13, "end": 2386.51, "word": " الغالب", "probability": 0.9921875}, {"start": 2386.51, "end": 2386.77, "word": " يعني", "probability": 0.8193359375}], "temperature": 1.0}, {"id": 104, "seek": 240838, "start": 2386.98, "end": 2408.38, "text": "طبعا لا يمنع انه من الجيد ان احنا نغيرها الحقيقة و هنتكلم عن هذا الكلام في اخر المحاضرة انه ليش لازم نغيرها و ايش بتأثر علينا بس بدنا نفهم ان هذا اسمه معدل التعلم و ال model هذا هي كمعدلة هي اللي جابلنا إياها Russel Platt في التسعة و خمسين زي ما قلنا افكر فيها و طلعت لنا نور في احد منشراته في الف وتسعمائة و ستين", "tokens": [9566, 3555, 3615, 995, 20193, 7251, 27842, 3615, 16472, 3224, 9154, 25724, 25708, 16472, 1975, 5016, 8315, 8717, 17082, 13546, 11296, 21542, 38436, 28671, 4032, 8032, 29399, 4117, 19528, 18871, 23758, 2423, 28820, 10943, 8978, 1975, 34740, 9673, 5016, 46958, 25720, 16472, 3224, 32239, 8592, 5296, 31377, 2304, 8717, 17082, 13546, 11296, 4032, 1975, 1829, 8592, 39894, 10721, 49115, 25894, 8315, 4724, 3794, 47525, 8315, 8717, 5172, 16095, 16472, 23758, 24525, 2304, 3224, 20449, 3215, 1211, 16712, 3615, 19528, 4032, 2423, 2316, 23758, 39896, 9122, 2304, 3615, 3215, 37977, 39896, 13672, 1829, 10874, 16758, 1211, 8315, 11933, 25528, 11296, 13155, 790, 2149, 1591, 8978, 16712, 3794, 27884, 4032, 16490, 2304, 3794, 9957, 30767, 1829, 19446, 12174, 1211, 8315, 1975, 5172, 37983, 8978, 11296, 4032, 23032, 1211, 34268, 5296, 8315, 8717, 13063, 8978, 1975, 24401, 9154, 46309, 9307, 3224, 8978, 27188, 34683, 3794, 25957, 16373, 3660, 4032, 8608, 2655, 9957], "avg_logprob": -0.18239582806825638, "compression_ratio": 1.8758620689655172, "no_speech_prob": 1.1920928955078125e-07, "words": [{"start": 2386.98, "end": 2387.24, "word": "طبعا", "probability": 0.9569091796875}, {"start": 2387.24, "end": 2387.32, "word": " لا", "probability": 0.75390625}, {"start": 2387.32, "end": 2387.58, "word": " يمنع", "probability": 0.9791666666666666}, {"start": 2387.58, "end": 2387.8, "word": " انه", "probability": 0.6649169921875}, {"start": 2387.8, "end": 2387.94, "word": " من", "probability": 0.98681640625}, {"start": 2387.94, "end": 2388.3, "word": " الجيد", "probability": 0.982177734375}, {"start": 2388.3, "end": 2388.42, "word": " ان", "probability": 0.67724609375}, {"start": 2388.42, "end": 2388.58, "word": " احنا", "probability": 0.87548828125}, {"start": 2388.58, "end": 2389.02, "word": " نغيرها", "probability": 0.955322265625}, {"start": 2389.02, "end": 2389.5, "word": " الحقيقة", "probability": 0.92724609375}, {"start": 2389.5, "end": 2389.8, "word": " و", "probability": 0.701171875}, {"start": 2389.8, "end": 2390.18, "word": " هنتكلم", "probability": 0.9344482421875}, {"start": 2390.18, "end": 2390.3, "word": " عن", "probability": 0.98291015625}, {"start": 2390.3, "end": 2390.46, "word": " هذا", "probability": 0.96826171875}, {"start": 2390.46, "end": 2390.84, "word": " الكلام", "probability": 0.9635416666666666}, {"start": 2390.84, "end": 2390.98, "word": " في", "probability": 0.9423828125}, {"start": 2390.98, "end": 2391.22, "word": " اخر", "probability": 0.75439453125}, {"start": 2391.22, "end": 2391.76, "word": " المحاضرة", "probability": 0.9796142578125}, {"start": 2391.76, "end": 2392.5, "word": " انه", "probability": 0.5462646484375}, {"start": 2392.5, "end": 2392.68, "word": " ليش", "probability": 0.983154296875}, {"start": 2392.68, "end": 2392.92, "word": " لازم", "probability": 0.9931640625}, {"start": 2392.92, "end": 2393.38, "word": " نغيرها", "probability": 0.982421875}, {"start": 2393.38, "end": 2393.76, "word": " و", "probability": 0.84130859375}, {"start": 2393.76, "end": 2393.86, "word": " ايش", "probability": 0.8095703125}, {"start": 2393.86, "end": 2394.36, "word": " بتأثر", "probability": 0.9638671875}, {"start": 2394.36, "end": 2394.76, "word": " علينا", "probability": 0.9677734375}, {"start": 2394.76, "end": 2395.12, "word": " بس", "probability": 0.939453125}, {"start": 2395.12, "end": 2395.28, "word": " بدنا", "probability": 0.62060546875}, {"start": 2395.28, "end": 2395.5, "word": " نفهم", "probability": 0.9923502604166666}, {"start": 2395.5, "end": 2395.64, "word": " ان", "probability": 0.787109375}, {"start": 2395.64, "end": 2395.84, "word": " هذا", "probability": 0.8193359375}, {"start": 2395.84, "end": 2396.38, "word": " اسمه", "probability": 0.9700520833333334}, {"start": 2396.38, "end": 2397.0, "word": " معدل", "probability": 0.9716796875}, {"start": 2397.0, "end": 2398.06, "word": " التعلم", "probability": 0.9632161458333334}, {"start": 2398.06, "end": 2398.36, "word": " و", "probability": 0.71240234375}, {"start": 2398.36, "end": 2398.44, "word": " ال", "probability": 0.82470703125}, {"start": 2398.44, "end": 2398.64, "word": " model", "probability": 0.896484375}, {"start": 2398.64, "end": 2398.84, "word": " هذا", "probability": 0.36083984375}, {"start": 2398.84, "end": 2399.0, "word": " هي", "probability": 0.83154296875}, {"start": 2399.0, "end": 2399.6, "word": " كمعدلة", "probability": 0.75126953125}, {"start": 2399.6, "end": 2399.74, "word": " هي", "probability": 0.79541015625}, {"start": 2399.74, "end": 2399.88, "word": " اللي", "probability": 0.94873046875}, {"start": 2399.88, "end": 2400.16, "word": " جابلنا", "probability": 0.9080810546875}, {"start": 2400.16, "end": 2400.6, "word": " إياها", "probability": 0.6844889322916666}, {"start": 2400.6, "end": 2400.88, "word": " Russel", "probability": 0.451904296875}, {"start": 2400.88, "end": 2401.3, "word": " Platt", "probability": 0.660888671875}, {"start": 2401.3, "end": 2401.62, "word": " في", "probability": 0.9345703125}, {"start": 2401.62, "end": 2402.1, "word": " التسعة", "probability": 0.732666015625}, {"start": 2402.1, "end": 2402.24, "word": " و", "probability": 0.98388671875}, {"start": 2402.24, "end": 2402.92, "word": " خمسين", "probability": 0.9761962890625}, {"start": 2402.92, "end": 2403.08, "word": " زي", "probability": 0.935546875}, {"start": 2403.08, "end": 2403.12, "word": " ما", "probability": 0.955078125}, {"start": 2403.12, "end": 2403.3, "word": " قلنا", "probability": 0.8447265625}, {"start": 2403.3, "end": 2403.54, "word": " افكر", "probability": 0.7803548177083334}, {"start": 2403.54, "end": 2403.86, "word": " فيها", "probability": 0.99072265625}, {"start": 2403.86, "end": 2404.14, "word": " و", "probability": 0.95947265625}, {"start": 2404.14, "end": 2404.44, "word": " طلعت", "probability": 0.9710286458333334}, {"start": 2404.44, "end": 2404.6, "word": " لنا", "probability": 0.3858642578125}, {"start": 2404.6, "end": 2404.88, "word": " نور", "probability": 0.986572265625}, {"start": 2404.88, "end": 2405.88, "word": " في", "probability": 0.95068359375}, {"start": 2405.88, "end": 2406.2, "word": " احد", "probability": 0.78515625}, {"start": 2406.2, "end": 2407.24, "word": " منشراته", "probability": 0.786376953125}, {"start": 2407.24, "end": 2407.38, "word": " في", "probability": 0.97607421875}, {"start": 2407.38, "end": 2407.54, "word": " الف", "probability": 0.62548828125}, {"start": 2407.54, "end": 2407.88, "word": " وتسعمائة", "probability": 0.86533203125}, {"start": 2407.88, "end": 2407.96, "word": " و", "probability": 0.9677734375}, {"start": 2407.96, "end": 2408.38, "word": " ستين", "probability": 0.93017578125}], "temperature": 1.0}, {"id": 105, "seek": 242634, "start": 2409.02, "end": 2426.34, "text": "واشتغل واشتغل عليها تمام فإذا بنقدر نقول إنه إحنا عملنا مقدمة واضحة ومقدمة جيدة ل neural network عشان المرة القادمة أو في محاضرتنا القادمة في ال session الجاي نتكلم عن عملية ال training نفس كيف بتتم ل ال perceptron", "tokens": [2407, 33599, 2655, 17082, 1211, 4032, 33599, 2655, 17082, 1211, 25894, 11296, 46811, 10943, 6156, 28814, 15730, 44945, 28543, 2288, 8717, 39648, 36145, 3224, 11933, 5016, 8315, 6225, 42213, 8315, 3714, 28543, 46007, 4032, 46958, 5016, 3660, 4032, 2304, 28543, 46007, 10874, 25708, 3660, 5296, 18161, 3209, 6225, 8592, 7649, 9673, 25720, 25062, 18513, 46007, 34051, 8978, 3714, 5016, 46958, 43500, 8315, 25062, 18513, 46007, 8978, 2423, 5481, 25724, 47302, 8717, 2655, 4117, 19528, 18871, 6225, 42213, 10632, 2423, 3097, 8717, 36178, 9122, 33911, 39894, 39237, 5296, 2423, 43276, 2044], "avg_logprob": -0.1967719819519546, "compression_ratio": 1.6296296296296295, "no_speech_prob": 2.6047229766845703e-05, "words": [{"start": 2409.02, "end": 2409.58, "word": "واشتغل", "probability": 0.8435546875}, {"start": 2409.58, "end": 2410.38, "word": " واشتغل", "probability": 0.8900390625}, {"start": 2410.38, "end": 2410.74, "word": " عليها", "probability": 0.986083984375}, {"start": 2410.74, "end": 2411.38, "word": " تمام", "probability": 0.796142578125}, {"start": 2411.38, "end": 2411.88, "word": " فإذا", "probability": 0.837890625}, {"start": 2411.88, "end": 2413.04, "word": " بنقدر", "probability": 0.66162109375}, {"start": 2413.04, "end": 2413.26, "word": " نقول", "probability": 0.977783203125}, {"start": 2413.26, "end": 2413.46, "word": " إنه", "probability": 0.6170654296875}, {"start": 2413.46, "end": 2413.68, "word": " إحنا", "probability": 0.8448893229166666}, {"start": 2413.68, "end": 2413.98, "word": " عملنا", "probability": 0.98876953125}, {"start": 2413.98, "end": 2415.08, "word": " مقدمة", "probability": 0.7730305989583334}, {"start": 2415.08, "end": 2415.9, "word": " واضحة", "probability": 0.9281005859375}, {"start": 2415.9, "end": 2416.8, "word": " ومقدمة", "probability": 0.74810791015625}, {"start": 2416.8, "end": 2417.26, "word": " جيدة", "probability": 0.9737955729166666}, {"start": 2417.26, "end": 2417.44, "word": " ل", "probability": 0.5908203125}, {"start": 2417.44, "end": 2417.76, "word": " neural", "probability": 0.537109375}, {"start": 2417.76, "end": 2418.3, "word": " network", "probability": 0.95068359375}, {"start": 2418.3, "end": 2418.9, "word": " عشان", "probability": 0.95263671875}, {"start": 2418.9, "end": 2419.2, "word": " المرة", "probability": 0.975830078125}, {"start": 2419.2, "end": 2419.7, "word": " القادمة", "probability": 0.9930013020833334}, {"start": 2419.7, "end": 2420.3, "word": " أو", "probability": 0.8896484375}, {"start": 2420.3, "end": 2420.42, "word": " في", "probability": 0.8779296875}, {"start": 2420.42, "end": 2420.88, "word": " محاضرتنا", "probability": 0.9451171875}, {"start": 2420.88, "end": 2421.26, "word": " القادمة", "probability": 0.99267578125}, {"start": 2421.26, "end": 2421.4, "word": " في", "probability": 0.88134765625}, {"start": 2421.4, "end": 2421.48, "word": " ال", "probability": 0.716796875}, {"start": 2421.48, "end": 2421.64, "word": " session", "probability": 0.9189453125}, {"start": 2421.64, "end": 2422.06, "word": " الجاي", "probability": 0.676025390625}, {"start": 2422.06, "end": 2423.1, "word": " نتكلم", "probability": 0.9815673828125}, {"start": 2423.1, "end": 2423.38, "word": " عن", "probability": 0.98095703125}, {"start": 2423.38, "end": 2423.72, "word": " عملية", "probability": 0.9856770833333334}, {"start": 2423.72, "end": 2423.86, "word": " ال", "probability": 0.41845703125}, {"start": 2423.86, "end": 2424.24, "word": " training", "probability": 0.95458984375}, {"start": 2424.24, "end": 2424.58, "word": " نفس", "probability": 0.9658203125}, {"start": 2424.58, "end": 2424.86, "word": " كيف", "probability": 0.703369140625}, {"start": 2424.86, "end": 2425.26, "word": " بتتم", "probability": 0.6761474609375}, {"start": 2425.26, "end": 2425.68, "word": " ل", "probability": 0.58837890625}, {"start": 2425.68, "end": 2425.86, "word": " ال", "probability": 0.763671875}, {"start": 2425.86, "end": 2426.34, "word": " perceptron", "probability": 0.685791015625}], "temperature": 1.0}], "language": "ar", "language_probability": 1.0, "duration": 2427.158625, "duration_after_vad": 2391.0299999999934}
\ No newline at end of file